warning: commands will be executed using /bin/sh
job 5521 at Sun Apr  5 21:03:00 2015
FileBase	/isis1/Yuta/YutaData/YutaMouse32-150319/YutaMouse32-150319
ElecNo	3
UseFeatures	11111111111111111111111111111100000
DropLastNFeatures	0
UseDistributional	0
MaskStarts	500
MinClusters	20
MaxClusters	21
MaxPossibleClusters	200
nStarts	1
StartCluFile	
SplitEvery	40
SplitFirst	20
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
FullStepEvery	20
MaxIter	10000
RandomSeed	1
Debug	0
SplitInfo	1
Verbose	1
DistDump	0
DistThresh	6.907755
ChangedThresh	0.050000
Log	1
SaveTempCluEveryIter	0
Screen	1
PriorPoint	1
SaveSorted	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
RamLimitGB	-1.000000
AlwaysSplitBimodal	1
PointsForClusterMask	10.000000
MinMaskOverlap	0.000000
help	0
WARNING: You have chosen not to set a RAM limit, this may cause problems.
This run is expected to use between 9.08 and 13.62 GB of RAM.
Memory request: 4.54 GB would take us to total of 4.54 GB.
----------------------------------------------------------
Loaded 2436854 data points of dimension 30.
MEMO: A lower score indicates a better clustering 
 
Starting from 20 clusters...
Memory request: 1.51 GB would take us to total of 6.05 GB.
------ Running on subset of 812284 points ------
	SP: Assigned 20 initial classes randomly.
Deleting Class 11 (3160 points): Lose 1018.863460 but Gain 3374.686117
Iteration 0F (55.100000 sec): 19 clusters
  Score: Raw -109271146.625646 + Penalty 60744.350111 = -109210402.275534
  nChanged 768857
Deleting Class 2 (2397 points): Lose 2383.742902 but Gain 3374.686117
Iteration 1F (74.810000 sec): 18 clusters
  Score: Raw -115741614.441580 + Penalty 57369.663994 = -115684244.777586
  nChanged 264186
Deleting Class 3 (1875 points): Lose 2636.347275 but Gain 3374.686117
Iteration 2F (93.430000 sec): 17 clusters
  Score: Raw -116291989.224267 + Penalty 53994.977877 = -116237994.246390
  nChanged 157607
Deleting Class 6 (1877 points): Lose 2025.282323 but Gain 3374.686117
Iteration 3F (111.080000 sec): 16 clusters
  Score: Raw -116540239.590471 + Penalty 50620.291759 = -116489619.298711
  nChanged 99389
Iteration 4F (127.710000 sec): 16 clusters
  Score: Raw -116735699.566980 + Penalty 50620.291759 = -116685079.275221
  nChanged 77577
Iteration 5F (144.310000 sec): 16 clusters
  Score: Raw -117042771.226616 + Penalty 50620.291759 = -116992150.934856
  nChanged 63532
Iteration 6F (160.830000 sec): 16 clusters
  Score: Raw -117150722.424220 + Penalty 50620.291759 = -117100102.132460
  nChanged 51002
Iteration 7F (177.770000 sec): 16 clusters
  Score: Raw -117226441.635106 + Penalty 50620.291759 = -117175821.343347
  nChanged 43721
Iteration 8F (195.430000 sec): 16 clusters
  Score: Raw -117283179.834626 + Penalty 50620.291759 = -117232559.542866
  nChanged 38110
Iteration 9Q (202.220000 sec): 16 clusters
  Score: Raw -117321844.406074 + Penalty 50620.291759 = -117271224.114315
  nChanged 32122
Iteration 10Q (209.200000 sec): 16 clusters
  Score: Raw -117343703.108770 + Penalty 50620.291759 = -117293082.817011
  nChanged 27469
Iteration 11Q (215.480000 sec): 16 clusters
  Score: Raw -117359686.530270 + Penalty 50620.291759 = -117309066.238511
  nChanged 23637
Iteration 12Q (221.400000 sec): 16 clusters
  Score: Raw -117371966.351875 + Penalty 50620.291759 = -117321346.060116
  nChanged 19881
Iteration 13Q (227.240000 sec): 16 clusters
  Score: Raw -117380760.163007 + Penalty 50620.291759 = -117330139.871247
  nChanged 16325
Iteration 14Q (232.970000 sec): 16 clusters
  Score: Raw -117386205.531779 + Penalty 50620.291759 = -117335585.240020
  nChanged 13005
Iteration 15Q (238.630000 sec): 16 clusters
  Score: Raw -117389477.497215 + Penalty 50620.291759 = -117338857.205456
  nChanged 10649
Iteration 16Q (244.230000 sec): 16 clusters
  Score: Raw -117391553.154612 + Penalty 50620.291759 = -117340932.862852
  nChanged 8842
Iteration 17Q (249.820000 sec): 16 clusters
  Score: Raw -117392954.465397 + Penalty 50620.291759 = -117342334.173637
  nChanged 7442
Iteration 18Q (255.380000 sec): 16 clusters
  Score: Raw -117393979.526973 + Penalty 50620.291759 = -117343359.235213
  nChanged 6430
Iteration 19Q (260.940000 sec): 16 clusters
  Score: Raw -117394767.004331 + Penalty 50620.291759 = -117344146.712572
  nChanged 5615
Writing temp clu file 
Because OldScore, -117343359.235213, is greater than current (better) Score,-117344146.712572 
 Compute initial score before splitting:   Score: Raw -117394767.004331 + Penalty 50620.291759 = -117344146.712572
Memory request: 0.01 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (2341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (261.080000 sec): 2 clusters
  Score: Raw -339015.487845 + Penalty 1924.066700 = -337091.421145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (261.090000 sec): 3 clusters
  Score: Raw -338153.813646 + Penalty 3848.133400 = -334305.680246
  nChanged 777
		SP:Iteration 1F (261.090000 sec): 3 clusters
  Score: Raw -338918.802037 + Penalty 3848.133400 = -335070.668638
  nChanged 230
		SP:Iteration 2F (261.110000 sec): 3 clusters
  Score: Raw -339343.151311 + Penalty 3848.133400 = -335495.017911
  nChanged 192
		SP:Iteration 3F (261.110000 sec): 3 clusters
  Score: Raw -339709.805703 + Penalty 3848.133400 = -335861.672303
  nChanged 167
		SP:Iteration 4F (261.120000 sec): 3 clusters
  Score: Raw -340107.716501 + Penalty 3848.133400 = -336259.583101
  nChanged 163
		SP:Iteration 5F (261.130000 sec): 3 clusters
  Score: Raw -340541.137327 + Penalty 3848.133400 = -336693.003927
  nChanged 152
		SP:Iteration 6F (261.150000 sec): 3 clusters
  Score: Raw -340906.040628 + Penalty 3848.133400 = -337057.907228
  nChanged 116
		SP:Iteration 7Q (261.160000 sec): 3 clusters
  Score: Raw -341233.785403 + Penalty 3848.133400 = -337385.652003
  nChanged 75
		SP:Iteration 8Q (261.160000 sec): 3 clusters
  Score: Raw -341430.115429 + Penalty 3848.133400 = -337581.982029
  nChanged 56
		SP:Iteration 9Q (261.170000 sec): 3 clusters
  Score: Raw -341541.970691 + Penalty 3848.133400 = -337693.837291
  nChanged 47
		SP:Iteration 10Q (261.180000 sec): 3 clusters
  Score: Raw -341642.567784 + Penalty 3848.133400 = -337794.434384
  nChanged 59
		SP:Iteration 11Q (261.180000 sec): 3 clusters
  Score: Raw -341842.666046 + Penalty 3848.133400 = -337994.532647
  nChanged 62
		SP:Iteration 12Q (261.190000 sec): 3 clusters
  Score: Raw -342078.229840 + Penalty 3848.133400 = -338230.096440
  nChanged 36
		SP:Iteration 13Q (261.200000 sec): 3 clusters
  Score: Raw -342186.164277 + Penalty 3848.133400 = -338338.030878
  nChanged 27
		SP:Iteration 14Q (261.210000 sec): 3 clusters
  Score: Raw -342256.749863 + Penalty 3848.133400 = -338408.616463
  nChanged 18
		SP:Iteration 15Q (261.210000 sec): 3 clusters
  Score: Raw -342295.663226 + Penalty 3848.133400 = -338447.529826
  nChanged 12
		SP:Iteration 16Q (261.220000 sec): 3 clusters
  Score: Raw -342309.621294 + Penalty 3848.133400 = -338461.487894
  nChanged 3
		SP:Iteration 17Q (261.230000 sec): 3 clusters
  Score: Raw -342311.225041 + Penalty 3848.133400 = -338463.091641
  nChanged 1
		SP:Iteration 18Q (261.240000 sec): 3 clusters
  Score: Raw -342311.403491 + Penalty 3848.133400 = -338463.270091
  nChanged 0
		SP:Iteration 19F (261.240000 sec): 3 clusters
  Score: Raw -342311.403491 + Penalty 3848.133400 = -338463.270091
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 2.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (1873 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (261.260000 sec): 2 clusters
  Score: Raw -275274.500777 + Penalty 1868.753582 = -273405.747195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (261.260000 sec): 3 clusters
  Score: Raw -274618.458286 + Penalty 3737.507164 = -270880.951121
  nChanged 586
		SP:Iteration 1F (261.270000 sec): 3 clusters
  Score: Raw -275048.661034 + Penalty 3737.507164 = -271311.153869
  nChanged 130
		SP:Iteration 2F (261.280000 sec): 3 clusters
  Score: Raw -275182.694701 + Penalty 3737.507164 = -271445.187537
  nChanged 78
		SP:Iteration 3Q (261.280000 sec): 3 clusters
  Score: Raw -275255.410561 + Penalty 3737.507164 = -271517.903397
  nChanged 64
		SP:Iteration 4Q (261.290000 sec): 3 clusters
  Score: Raw -275306.863160 + Penalty 3737.507164 = -271569.355995
  nChanged 38
		SP:Iteration 5Q (261.300000 sec): 3 clusters
  Score: Raw -275337.317416 + Penalty 3737.507164 = -271599.810251
  nChanged 28
		SP:Iteration 6Q (261.310000 sec): 3 clusters
  Score: Raw -275364.194272 + Penalty 3737.507164 = -271626.687108
  nChanged 27
		SP:Iteration 7Q (261.320000 sec): 3 clusters
  Score: Raw -275388.121949 + Penalty 3737.507164 = -271650.614784
  nChanged 27
		SP:Iteration 8Q (261.320000 sec): 3 clusters
  Score: Raw -275412.668300 + Penalty 3737.507164 = -271675.161135
  nChanged 23
		SP:Iteration 9Q (261.330000 sec): 3 clusters
  Score: Raw -275430.586934 + Penalty 3737.507164 = -271693.079770
  nChanged 21
		SP:Iteration 10Q (261.340000 sec): 3 clusters
  Score: Raw -275449.709489 + Penalty 3737.507164 = -271712.202325
  nChanged 20
		SP:Iteration 11Q (261.340000 sec): 3 clusters
  Score: Raw -275465.576054 + Penalty 3737.507164 = -271728.068890
  nChanged 17
		SP:Iteration 12Q (261.350000 sec): 3 clusters
  Score: Raw -275477.840358 + Penalty 3737.507164 = -271740.333194
  nChanged 13
		SP:Iteration 13Q (261.360000 sec): 3 clusters
  Score: Raw -275488.883664 + Penalty 3737.507164 = -271751.376500
  nChanged 10
		SP:Iteration 14Q (261.360000 sec): 3 clusters
  Score: Raw -275501.936207 + Penalty 3737.507164 = -271764.429043
  nChanged 13
		SP:Iteration 15Q (261.370000 sec): 3 clusters
  Score: Raw -275513.492196 + Penalty 3737.507164 = -271775.985032
  nChanged 14
		SP:Iteration 16Q (261.380000 sec): 3 clusters
  Score: Raw -275528.081753 + Penalty 3737.507164 = -271790.574588
  nChanged 20
		SP:Iteration 17Q (261.390000 sec): 3 clusters
  Score: Raw -275543.630995 + Penalty 3737.507164 = -271806.123831
  nChanged 20
		SP:Iteration 18Q (261.400000 sec): 3 clusters
  Score: Raw -275558.213630 + Penalty 3737.507164 = -271820.706466
  nChanged 16
		SP:Iteration 19Q (261.400000 sec): 3 clusters
  Score: Raw -275572.179189 + Penalty 3737.507164 = -271834.672025
  nChanged 11
		SP:Iteration 20F (261.410000 sec): 3 clusters
  Score: Raw -275582.200039 + Penalty 3737.507164 = -271844.692875
  nChanged 11
		SP:Iteration 21Q (261.420000 sec): 3 clusters
  Score: Raw -275589.949826 + Penalty 3737.507164 = -271852.442662
  nChanged 13
		SP:Iteration 22Q (261.420000 sec): 3 clusters
  Score: Raw -275603.593703 + Penalty 3737.507164 = -271866.086538
  nChanged 16
		SP:Iteration 23Q (261.430000 sec): 3 clusters
  Score: Raw -275614.437590 + Penalty 3737.507164 = -271876.930425
  nChanged 10
		SP:Iteration 24Q (261.440000 sec): 3 clusters
  Score: Raw -275622.052220 + Penalty 3737.507164 = -271884.545056
  nChanged 10
		SP:Iteration 25Q (261.440000 sec): 3 clusters
  Score: Raw -275628.605132 + Penalty 3737.507164 = -271891.097968
  nChanged 10
		SP:Iteration 26Q (261.450000 sec): 3 clusters
  Score: Raw -275637.138407 + Penalty 3737.507164 = -271899.631243
  nChanged 7
		SP:Iteration 27Q (261.460000 sec): 3 clusters
  Score: Raw -275642.501594 + Penalty 3737.507164 = -271904.994430
  nChanged 10
		SP:Iteration 28Q (261.470000 sec): 3 clusters
  Score: Raw -275650.682399 + Penalty 3737.507164 = -271913.175235
  nChanged 13
		SP:Iteration 29Q (261.480000 sec): 3 clusters
  Score: Raw -275659.723501 + Penalty 3737.507164 = -271922.216336
  nChanged 8
		SP:Iteration 30Q (261.480000 sec): 3 clusters
  Score: Raw -275666.155082 + Penalty 3737.507164 = -271928.647918
  nChanged 7
		SP:Iteration 31Q (261.490000 sec): 3 clusters
  Score: Raw -275672.748380 + Penalty 3737.507164 = -271935.241216
  nChanged 7
		SP:Iteration 32Q (261.500000 sec): 3 clusters
  Score: Raw -275677.050858 + Penalty 3737.507164 = -271939.543694
  nChanged 2
		SP:Iteration 33Q (261.500000 sec): 3 clusters
  Score: Raw -275678.603235 + Penalty 3737.507164 = -271941.096071
  nChanged 3
		SP:Iteration 34Q (261.510000 sec): 3 clusters
  Score: Raw -275680.250023 + Penalty 3737.507164 = -271942.742858
  nChanged 3
		SP:Iteration 35Q (261.520000 sec): 3 clusters
  Score: Raw -275681.774740 + Penalty 3737.507164 = -271944.267576
  nChanged 3
		SP:Iteration 36Q (261.520000 sec): 3 clusters
  Score: Raw -275682.958548 + Penalty 3737.507164 = -271945.451383
  nChanged 2
		SP:Iteration 37Q (261.530000 sec): 3 clusters
  Score: Raw -275683.988648 + Penalty 3737.507164 = -271946.481483
  nChanged 2
		SP:Iteration 38Q (261.540000 sec): 3 clusters
  Score: Raw -275684.813622 + Penalty 3737.507164 = -271947.306458
  nChanged 0
		SP:Iteration 39F (261.550000 sec): 3 clusters
  Score: Raw -275684.813622 + Penalty 3737.507164 = -271947.306458
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (1175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (261.550000 sec): 2 clusters
  Score: Raw -147026.159700 + Penalty 1753.117810 = -145273.041891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (261.560000 sec): 3 clusters
  Score: Raw -146999.272264 + Penalty 3506.235620 = -143493.036644
  nChanged 397
		SP:Iteration 1F (261.560000 sec): 3 clusters
  Score: Raw -148139.650763 + Penalty 3506.235620 = -144633.415143
  nChanged 175
		SP:Iteration 2F (261.570000 sec): 3 clusters
  Score: Raw -149094.846835 + Penalty 3506.235620 = -145588.611215
  nChanged 109
		SP:Iteration 3F (261.570000 sec): 3 clusters
  Score: Raw -149649.074474 + Penalty 3506.235620 = -146142.838855
  nChanged 55
		SP:Iteration 4Q (261.570000 sec): 3 clusters
  Score: Raw -149954.704709 + Penalty 3506.235620 = -146448.469089
  nChanged 32
		SP:Iteration 5Q (261.580000 sec): 3 clusters
  Score: Raw -150063.219607 + Penalty 3506.235620 = -146556.983988
  nChanged 20
		SP:Iteration 6Q (261.580000 sec): 3 clusters
  Score: Raw -150218.499862 + Penalty 3506.235620 = -146712.264243
  nChanged 9
		SP:Iteration 7Q (261.580000 sec): 3 clusters
  Score: Raw -150280.246367 + Penalty 3506.235620 = -146774.010748
  nChanged 9
		SP:Iteration 8Q (261.590000 sec): 3 clusters
  Score: Raw -150291.257718 + Penalty 3506.235620 = -146785.022099
  nChanged 6
		SP:Iteration 9Q (261.590000 sec): 3 clusters
  Score: Raw -150298.997228 + Penalty 3506.235620 = -146792.761608
  nChanged 6
		SP:Iteration 10Q (261.600000 sec): 3 clusters
  Score: Raw -150309.819104 + Penalty 3506.235620 = -146803.583484
  nChanged 4
		SP:Iteration 11Q (261.600000 sec): 3 clusters
  Score: Raw -150314.993081 + Penalty 3506.235620 = -146808.757461
  nChanged 1
		SP:Iteration 12Q (261.600000 sec): 3 clusters
  Score: Raw -150316.550840 + Penalty 3506.235620 = -146810.315221
  nChanged 1
		SP:Iteration 13Q (261.600000 sec): 3 clusters
  Score: Raw -150317.490984 + Penalty 3506.235620 = -146811.255364
  nChanged 0
		SP:Iteration 14F (261.610000 sec): 3 clusters
  Score: Raw -150317.490984 + Penalty 3506.235620 = -146811.255364
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 3.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (27417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (261.740000 sec): 2 clusters
  Score: Raw -3845299.844555 + Penalty 2534.291797 = -3842765.552758
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (261.850000 sec): 3 clusters
  Score: Raw -3828920.562216 + Penalty 5068.583595 = -3823851.978621
  nChanged 12366
		SP:Iteration 1F (261.970000 sec): 3 clusters
  Score: Raw -3836492.584360 + Penalty 5068.583595 = -3831424.000765
  nChanged 2340
		SP:Iteration 2F (262.070000 sec): 3 clusters
  Score: Raw -3839699.795361 + Penalty 5068.583595 = -3834631.211767
  nChanged 3268
		SP:Iteration 3F (262.180000 sec): 3 clusters
  Score: Raw -3844963.203423 + Penalty 5068.583595 = -3839894.619828
  nChanged 3281
		SP:Iteration 4F (262.290000 sec): 3 clusters
  Score: Raw -3849438.264692 + Penalty 5068.583595 = -3844369.681097
  nChanged 2300
		SP:Iteration 5F (262.400000 sec): 3 clusters
  Score: Raw -3851617.132803 + Penalty 5068.583595 = -3846548.549208
  nChanged 1437
		SP:Iteration 6F (262.500000 sec): 3 clusters
  Score: Raw -3852813.330307 + Penalty 5068.583595 = -3847744.746712
  nChanged 1036
		SP:Iteration 7Q (262.610000 sec): 3 clusters
  Score: Raw -3853641.835507 + Penalty 5068.583595 = -3848573.251913
  nChanged 838
		SP:Iteration 8Q (262.700000 sec): 3 clusters
  Score: Raw -3854259.691183 + Penalty 5068.583595 = -3849191.107588
  nChanged 742
		SP:Iteration 9Q (262.800000 sec): 3 clusters
  Score: Raw -3854803.070644 + Penalty 5068.583595 = -3849734.487049
  nChanged 695
		SP:Iteration 10Q (262.900000 sec): 3 clusters
  Score: Raw -3855305.123194 + Penalty 5068.583595 = -3850236.539599
  nChanged 585
		SP:Iteration 11Q (262.990000 sec): 3 clusters
  Score: Raw -3855669.839340 + Penalty 5068.583595 = -3850601.255745
  nChanged 488
		SP:Iteration 12Q (263.090000 sec): 3 clusters
  Score: Raw -3855896.638323 + Penalty 5068.583595 = -3850828.054729
  nChanged 353
		SP:Iteration 13Q (263.180000 sec): 3 clusters
  Score: Raw -3856019.663145 + Penalty 5068.583595 = -3850951.079550
  nChanged 239
		SP:Iteration 14Q (263.270000 sec): 3 clusters
  Score: Raw -3856081.063700 + Penalty 5068.583595 = -3851012.480105
  nChanged 192
		SP:Iteration 15Q (263.370000 sec): 3 clusters
  Score: Raw -3856122.921033 + Penalty 5068.583595 = -3851054.337439
  nChanged 141
		SP:Iteration 16Q (263.460000 sec): 3 clusters
  Score: Raw -3856150.142102 + Penalty 5068.583595 = -3851081.558507
  nChanged 103
		SP:Iteration 17Q (263.550000 sec): 3 clusters
  Score: Raw -3856166.948326 + Penalty 5068.583595 = -3851098.364731
  nChanged 82
		SP:Iteration 18Q (263.640000 sec): 3 clusters
  Score: Raw -3856178.803865 + Penalty 5068.583595 = -3851110.220270
  nChanged 64
		SP:Iteration 19Q (263.730000 sec): 3 clusters
  Score: Raw -3856188.755617 + Penalty 5068.583595 = -3851120.172022
  nChanged 65
		SP:Iteration 20F (263.840000 sec): 3 clusters
  Score: Raw -3856199.365928 + Penalty 5068.583595 = -3851130.782333
  nChanged 55
		SP:Iteration 21Q (263.930000 sec): 3 clusters
  Score: Raw -3856206.858044 + Penalty 5068.583595 = -3851138.274449
  nChanged 38
		SP:Iteration 22Q (264.020000 sec): 3 clusters
  Score: Raw -3856212.967063 + Penalty 5068.583595 = -3851144.383468
  nChanged 33
		SP:Iteration 23Q (264.110000 sec): 3 clusters
  Score: Raw -3856216.949466 + Penalty 5068.583595 = -3851148.365871
  nChanged 23
		SP:Iteration 24Q (264.200000 sec): 3 clusters
  Score: Raw -3856219.151384 + Penalty 5068.583595 = -3851150.567789
  nChanged 17
		SP:Iteration 25Q (264.290000 sec): 3 clusters
  Score: Raw -3856220.971571 + Penalty 5068.583595 = -3851152.387976
  nChanged 20
		SP:Iteration 26Q (264.390000 sec): 3 clusters
  Score: Raw -3856222.723868 + Penalty 5068.583595 = -3851154.140273
  nChanged 21
		SP:Iteration 27Q (264.480000 sec): 3 clusters
  Score: Raw -3856225.946794 + Penalty 5068.583595 = -3851157.363199
  nChanged 23
		SP:Iteration 28Q (264.570000 sec): 3 clusters
  Score: Raw -3856229.113197 + Penalty 5068.583595 = -3851160.529603
  nChanged 18
		SP:Iteration 29Q (264.660000 sec): 3 clusters
  Score: Raw -3856230.797596 + Penalty 5068.583595 = -3851162.214001
  nChanged 13
		SP:Iteration 30Q (264.750000 sec): 3 clusters
  Score: Raw -3856231.721755 + Penalty 5068.583595 = -3851163.138160
  nChanged 5
		SP:Iteration 31Q (264.850000 sec): 3 clusters
  Score: Raw -3856232.152851 + Penalty 5068.583595 = -3851163.569256
  nChanged 11
		SP:Iteration 32Q (264.940000 sec): 3 clusters
  Score: Raw -3856233.243793 + Penalty 5068.583595 = -3851164.660198
  nChanged 10
		SP:Iteration 33Q (265.030000 sec): 3 clusters
  Score: Raw -3856234.242750 + Penalty 5068.583595 = -3851165.659155
  nChanged 12
		SP:Iteration 34Q (265.120000 sec): 3 clusters
  Score: Raw -3856235.352724 + Penalty 5068.583595 = -3851166.769129
  nChanged 11
		SP:Iteration 35Q (265.210000 sec): 3 clusters
  Score: Raw -3856236.432338 + Penalty 5068.583595 = -3851167.848743
  nChanged 13
		SP:Iteration 36Q (265.310000 sec): 3 clusters
  Score: Raw -3856238.082268 + Penalty 5068.583595 = -3851169.498673
  nChanged 12
		SP:Iteration 37Q (265.400000 sec): 3 clusters
  Score: Raw -3856239.114469 + Penalty 5068.583595 = -3851170.530874
  nChanged 7
		SP:Iteration 38Q (265.490000 sec): 3 clusters
  Score: Raw -3856239.846815 + Penalty 5068.583595 = -3851171.263220
  nChanged 10
		SP:Iteration 39Q (265.590000 sec): 3 clusters
  Score: Raw -3856240.599127 + Penalty 5068.583595 = -3851172.015532
  nChanged 6
		SP:Iteration 40F (265.690000 sec): 3 clusters
  Score: Raw -3856241.221658 + Penalty 5068.583595 = -3851172.638064
  nChanged 10
		SP:Iteration 41Q (265.780000 sec): 3 clusters
  Score: Raw -3856242.095583 + Penalty 5068.583595 = -3851173.511988
  nChanged 8
		SP:Iteration 42Q (265.870000 sec): 3 clusters
  Score: Raw -3856242.612555 + Penalty 5068.583595 = -3851174.028960
  nChanged 6
		SP:Iteration 43Q (265.970000 sec): 3 clusters
  Score: Raw -3856242.965031 + Penalty 5068.583595 = -3851174.381436
  nChanged 1
		SP:Iteration 44Q (266.060000 sec): 3 clusters
  Score: Raw -3856243.045234 + Penalty 5068.583595 = -3851174.461639
  nChanged 1
		SP:Iteration 45Q (266.150000 sec): 3 clusters
  Score: Raw -3856243.096727 + Penalty 5068.583595 = -3851174.513133
  nChanged 1
		SP:Iteration 46Q (266.230000 sec): 3 clusters
  Score: Raw -3856243.155495 + Penalty 5068.583595 = -3851174.571900
  nChanged 0
		SP:Iteration 47F (266.330000 sec): 3 clusters
  Score: Raw -3856243.155495 + Penalty 5068.583595 = -3851174.571900
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 6.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (57693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (266.660000 sec): 2 clusters
  Score: Raw -8726390.859667 + Penalty 2718.797000 = -8723672.062668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (266.880000 sec): 3 clusters
  Score: Raw -8690262.095045 + Penalty 5437.593999 = -8684824.501045
  nChanged 26859
		SP:Iteration 1F (267.090000 sec): 3 clusters
  Score: Raw -8705388.432632 + Penalty 5437.593999 = -8699950.838632
  nChanged 2299
		SP:Iteration 2Q (267.320000 sec): 3 clusters
  Score: Raw -8706087.093495 + Penalty 5437.593999 = -8700649.499496
  nChanged 2231
		SP:Iteration 3Q (267.540000 sec): 3 clusters
  Score: Raw -8706859.245373 + Penalty 5437.593999 = -8701421.651373
  nChanged 2303
		SP:Iteration 4Q (267.760000 sec): 3 clusters
  Score: Raw -8707784.469718 + Penalty 5437.593999 = -8702346.875718
  nChanged 2409
		SP:Iteration 5Q (267.980000 sec): 3 clusters
  Score: Raw -8708892.660917 + Penalty 5437.593999 = -8703455.066918
  nChanged 2579
		SP:Iteration 6Q (268.200000 sec): 3 clusters
  Score: Raw -8710169.173229 + Penalty 5437.593999 = -8704731.579230
  nChanged 2706
		SP:Iteration 7Q (268.420000 sec): 3 clusters
  Score: Raw -8711672.314359 + Penalty 5437.593999 = -8706234.720359
  nChanged 2820
		SP:Iteration 8Q (268.640000 sec): 3 clusters
  Score: Raw -8713360.431500 + Penalty 5437.593999 = -8707922.837501
  nChanged 2768
		SP:Iteration 9Q (268.860000 sec): 3 clusters
  Score: Raw -8715114.794609 + Penalty 5437.593999 = -8709677.200610
  nChanged 2704
		SP:Iteration 10Q (269.070000 sec): 3 clusters
  Score: Raw -8716915.261572 + Penalty 5437.593999 = -8711477.667572
  nChanged 2517
		SP:Iteration 11Q (269.280000 sec): 3 clusters
  Score: Raw -8718582.164297 + Penalty 5437.593999 = -8713144.570298
  nChanged 2098
		SP:Iteration 12Q (269.480000 sec): 3 clusters
  Score: Raw -8719842.865523 + Penalty 5437.593999 = -8714405.271524
  nChanged 1775
		SP:Iteration 13Q (269.680000 sec): 3 clusters
  Score: Raw -8720903.698808 + Penalty 5437.593999 = -8715466.104809
  nChanged 1564
		SP:Iteration 14Q (269.870000 sec): 3 clusters
  Score: Raw -8721805.715203 + Penalty 5437.593999 = -8716368.121203
  nChanged 1357
		SP:Iteration 15Q (270.050000 sec): 3 clusters
  Score: Raw -8722574.637340 + Penalty 5437.593999 = -8717137.043341
  nChanged 1154
		SP:Iteration 16Q (270.240000 sec): 3 clusters
  Score: Raw -8723220.378215 + Penalty 5437.593999 = -8717782.784216
  nChanged 1029
		SP:Iteration 17Q (270.410000 sec): 3 clusters
  Score: Raw -8723801.929869 + Penalty 5437.593999 = -8718364.335870
  nChanged 940
		SP:Iteration 18Q (270.590000 sec): 3 clusters
  Score: Raw -8724343.486748 + Penalty 5437.593999 = -8718905.892749
  nChanged 832
		SP:Iteration 19Q (270.760000 sec): 3 clusters
  Score: Raw -8724832.068343 + Penalty 5437.593999 = -8719394.474343
  nChanged 703
		SP:Iteration 20F (270.970000 sec): 3 clusters
  Score: Raw -8725239.206617 + Penalty 5437.593999 = -8719801.612617
  nChanged 592
		SP:Iteration 21Q (271.140000 sec): 3 clusters
  Score: Raw -8725591.658889 + Penalty 5437.593999 = -8720154.064890
  nChanged 502
		SP:Iteration 22Q (271.300000 sec): 3 clusters
  Score: Raw -8725888.659816 + Penalty 5437.593999 = -8720451.065817
  nChanged 383
		SP:Iteration 23Q (271.460000 sec): 3 clusters
  Score: Raw -8726116.927447 + Penalty 5437.593999 = -8720679.333448
  nChanged 344
		SP:Iteration 24Q (271.620000 sec): 3 clusters
  Score: Raw -8726323.902024 + Penalty 5437.593999 = -8720886.308024
  nChanged 251
		SP:Iteration 25Q (271.780000 sec): 3 clusters
  Score: Raw -8726473.589682 + Penalty 5437.593999 = -8721035.995683
  nChanged 164
		SP:Iteration 26Q (271.940000 sec): 3 clusters
  Score: Raw -8726568.422022 + Penalty 5437.593999 = -8721130.828023
  nChanged 126
		SP:Iteration 27Q (272.100000 sec): 3 clusters
  Score: Raw -8726639.053666 + Penalty 5437.593999 = -8721201.459666
  nChanged 86
		SP:Iteration 28Q (272.250000 sec): 3 clusters
  Score: Raw -8726682.039010 + Penalty 5437.593999 = -8721244.445011
  nChanged 53
		SP:Iteration 29Q (272.400000 sec): 3 clusters
  Score: Raw -8726705.467080 + Penalty 5437.593999 = -8721267.873080
  nChanged 40
		SP:Iteration 30Q (272.560000 sec): 3 clusters
  Score: Raw -8726725.442312 + Penalty 5437.593999 = -8721287.848312
  nChanged 40
		SP:Iteration 31Q (272.710000 sec): 3 clusters
  Score: Raw -8726744.842952 + Penalty 5437.593999 = -8721307.248952
  nChanged 38
		SP:Iteration 32Q (272.860000 sec): 3 clusters
  Score: Raw -8726763.293886 + Penalty 5437.593999 = -8721325.699887
  nChanged 28
		SP:Iteration 33Q (273.010000 sec): 3 clusters
  Score: Raw -8726777.840756 + Penalty 5437.593999 = -8721340.246757
  nChanged 27
		SP:Iteration 34Q (273.160000 sec): 3 clusters
  Score: Raw -8726792.242446 + Penalty 5437.593999 = -8721354.648446
  nChanged 24
		SP:Iteration 35Q (273.320000 sec): 3 clusters
  Score: Raw -8726808.432375 + Penalty 5437.593999 = -8721370.838375
  nChanged 21
		SP:Iteration 36Q (273.470000 sec): 3 clusters
  Score: Raw -8726819.880323 + Penalty 5437.593999 = -8721382.286324
  nChanged 17
		SP:Iteration 37Q (273.620000 sec): 3 clusters
  Score: Raw -8726831.358797 + Penalty 5437.593999 = -8721393.764798
  nChanged 24
		SP:Iteration 38Q (273.780000 sec): 3 clusters
  Score: Raw -8726847.061364 + Penalty 5437.593999 = -8721409.467365
  nChanged 17
		SP:Iteration 39Q (273.930000 sec): 3 clusters
  Score: Raw -8726855.316072 + Penalty 5437.593999 = -8721417.722073
  nChanged 14
		SP:Iteration 40F (274.140000 sec): 3 clusters
  Score: Raw -8726864.204261 + Penalty 5437.593999 = -8721426.610262
  nChanged 16
		SP:Iteration 41Q (274.300000 sec): 3 clusters
  Score: Raw -8726873.704437 + Penalty 5437.593999 = -8721436.110437
  nChanged 14
		SP:Iteration 42Q (274.450000 sec): 3 clusters
  Score: Raw -8726880.504103 + Penalty 5437.593999 = -8721442.910103
  nChanged 9
		SP:Iteration 43Q (274.600000 sec): 3 clusters
  Score: Raw -8726885.297574 + Penalty 5437.593999 = -8721447.703574
  nChanged 9
		SP:Iteration 44Q (274.750000 sec): 3 clusters
  Score: Raw -8726889.154929 + Penalty 5437.593999 = -8721451.560929
  nChanged 5
		SP:Iteration 45Q (274.900000 sec): 3 clusters
  Score: Raw -8726891.016796 + Penalty 5437.593999 = -8721453.422797
  nChanged 2
		SP:Iteration 46Q (275.050000 sec): 3 clusters
  Score: Raw -8726892.299562 + Penalty 5437.593999 = -8721454.705563
  nChanged 2
		SP:Iteration 47Q (275.200000 sec): 3 clusters
  Score: Raw -8726893.130306 + Penalty 5437.593999 = -8721455.536306
  nChanged 3
		SP:Iteration 48Q (275.360000 sec): 3 clusters
  Score: Raw -8726893.970731 + Penalty 5437.593999 = -8721456.376732
  nChanged 0
		SP:Iteration 49F (275.570000 sec): 3 clusters
  Score: Raw -8726893.970731 + Penalty 5437.593999 = -8721456.376732
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (2000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (275.610000 sec): 2 clusters
  Score: Raw -227012.487826 + Penalty 1885.023810 = -225127.464016
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (275.620000 sec): 3 clusters
  Score: Raw -226891.733496 + Penalty 3770.047620 = -223121.685876
  nChanged 757
		SP:Iteration 1F (275.620000 sec): 3 clusters
  Score: Raw -230930.336701 + Penalty 3770.047620 = -227160.289081
  nChanged 380
		SP:Iteration 2F (275.630000 sec): 3 clusters
  Score: Raw -233673.861067 + Penalty 3770.047620 = -229903.813447
  nChanged 215
		SP:Iteration 3F (275.640000 sec): 3 clusters
  Score: Raw -235542.999359 + Penalty 3770.047620 = -231772.951739
  nChanged 68
		SP:Iteration 4Q (275.640000 sec): 3 clusters
  Score: Raw -236098.522500 + Penalty 3770.047620 = -232328.474880
  nChanged 27
		SP:Iteration 5Q (275.650000 sec): 3 clusters
  Score: Raw -236232.483146 + Penalty 3770.047620 = -232462.435526
  nChanged 20
		SP:Iteration 6Q (275.650000 sec): 3 clusters
  Score: Raw -236374.709041 + Penalty 3770.047620 = -232604.661421
  nChanged 21
		SP:Iteration 7Q (275.660000 sec): 3 clusters
  Score: Raw -236459.018833 + Penalty 3770.047620 = -232688.971213
  nChanged 16
		SP:Iteration 8Q (275.660000 sec): 3 clusters
  Score: Raw -236490.031962 + Penalty 3770.047620 = -232719.984342
  nChanged 13
		SP:Iteration 9Q (275.670000 sec): 3 clusters
  Score: Raw -236518.001937 + Penalty 3770.047620 = -232747.954317
  nChanged 13
		SP:Iteration 10Q (275.680000 sec): 3 clusters
  Score: Raw -236543.422457 + Penalty 3770.047620 = -232773.374837
  nChanged 5
		SP:Iteration 11Q (275.680000 sec): 3 clusters
  Score: Raw -236548.951854 + Penalty 3770.047620 = -232778.904234
  nChanged 6
		SP:Iteration 12Q (275.680000 sec): 3 clusters
  Score: Raw -236554.225326 + Penalty 3770.047620 = -232784.177706
  nChanged 5
		SP:Iteration 13Q (275.690000 sec): 3 clusters
  Score: Raw -236557.519428 + Penalty 3770.047620 = -232787.471809
  nChanged 4
		SP:Iteration 14Q (275.700000 sec): 3 clusters
  Score: Raw -236560.909400 + Penalty 3770.047620 = -232790.861780
  nChanged 4
		SP:Iteration 15Q (275.700000 sec): 3 clusters
  Score: Raw -236564.892387 + Penalty 3770.047620 = -232794.844767
  nChanged 3
		SP:Iteration 16Q (275.710000 sec): 3 clusters
  Score: Raw -236566.883158 + Penalty 3770.047620 = -232796.835539
  nChanged 2
		SP:Iteration 17Q (275.710000 sec): 3 clusters
  Score: Raw -236568.311229 + Penalty 3770.047620 = -232798.263609
  nChanged 4
		SP:Iteration 18Q (275.720000 sec): 3 clusters
  Score: Raw -236570.464408 + Penalty 3770.047620 = -232800.416788
  nChanged 2
		SP:Iteration 19Q (275.720000 sec): 3 clusters
  Score: Raw -236572.203064 + Penalty 3770.047620 = -232802.155444
  nChanged 3
		SP:Iteration 20F (275.730000 sec): 3 clusters
  Score: Raw -236595.687975 + Penalty 3770.047620 = -232825.640355
  nChanged 7
		SP:Iteration 21Q (275.740000 sec): 3 clusters
  Score: Raw -236630.728653 + Penalty 3770.047620 = -232860.681033
  nChanged 3
		SP:Iteration 22Q (275.740000 sec): 3 clusters
  Score: Raw -236632.957690 + Penalty 3770.047620 = -232862.910071
  nChanged 2
		SP:Iteration 23Q (275.750000 sec): 3 clusters
  Score: Raw -236634.594560 + Penalty 3770.047620 = -232864.546940
  nChanged 2
		SP:Iteration 24Q (275.750000 sec): 3 clusters
  Score: Raw -236635.634374 + Penalty 3770.047620 = -232865.586754
  nChanged 2
		SP:Iteration 25Q (275.760000 sec): 3 clusters
  Score: Raw -236636.962539 + Penalty 3770.047620 = -232866.914919
  nChanged 3
		SP:Iteration 26Q (275.760000 sec): 3 clusters
  Score: Raw -236639.211665 + Penalty 3770.047620 = -232869.164045
  nChanged 1
		SP:Iteration 27Q (275.770000 sec): 3 clusters
  Score: Raw -236639.699630 + Penalty 3770.047620 = -232869.652010
  nChanged 0
		SP:Iteration 28F (275.780000 sec): 3 clusters
  Score: Raw -236639.699630 + Penalty 3770.047620 = -232869.652010
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 11.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (184344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (276.600000 sec): 2 clusters
  Score: Raw -27315899.172737 + Penalty 3006.890596 = -27312892.282141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (277.300000 sec): 3 clusters
  Score: Raw -27195186.273755 + Penalty 6013.781193 = -27189172.492562
  nChanged 88478
		SP:Iteration 1F (277.990000 sec): 3 clusters
  Score: Raw -27247178.927779 + Penalty 6013.781193 = -27241165.146586
  nChanged 6499
		SP:Iteration 2Q (278.690000 sec): 3 clusters
  Score: Raw -27249048.552343 + Penalty 6013.781193 = -27243034.771151
  nChanged 7849
		SP:Iteration 3Q (279.400000 sec): 3 clusters
  Score: Raw -27252144.584432 + Penalty 6013.781193 = -27246130.803239
  nChanged 10064
		SP:Iteration 4F (280.090000 sec): 3 clusters
  Score: Raw -27257436.632666 + Penalty 6013.781193 = -27251422.851473
  nChanged 12867
		SP:Iteration 5F (280.780000 sec): 3 clusters
  Score: Raw -27265942.739440 + Penalty 6013.781193 = -27259928.958247
  nChanged 14577
		SP:Iteration 6F (281.470000 sec): 3 clusters
  Score: Raw -27277176.301532 + Penalty 6013.781193 = -27271162.520339
  nChanged 13699
		SP:Iteration 7F (282.160000 sec): 3 clusters
  Score: Raw -27288388.519240 + Penalty 6013.781193 = -27282374.738048
  nChanged 10689
		SP:Iteration 8F (282.850000 sec): 3 clusters
  Score: Raw -27297677.446368 + Penalty 6013.781193 = -27291663.665176
  nChanged 7192
		SP:Iteration 9Q (283.530000 sec): 3 clusters
  Score: Raw -27304107.116809 + Penalty 6013.781193 = -27298093.335617
  nChanged 4691
		SP:Iteration 10Q (284.170000 sec): 3 clusters
  Score: Raw -27307609.990957 + Penalty 6013.781193 = -27301596.209764
  nChanged 3162
		SP:Iteration 11Q (284.780000 sec): 3 clusters
  Score: Raw -27309617.857352 + Penalty 6013.781193 = -27303604.076160
  nChanged 2435
		SP:Iteration 12Q (285.360000 sec): 3 clusters
  Score: Raw -27310947.917020 + Penalty 6013.781193 = -27304934.135827
  nChanged 2084
		SP:Iteration 13Q (285.930000 sec): 3 clusters
  Score: Raw -27311953.630550 + Penalty 6013.781193 = -27305939.849357
  nChanged 1793
		SP:Iteration 14Q (286.500000 sec): 3 clusters
  Score: Raw -27312777.636709 + Penalty 6013.781193 = -27306763.855517
  nChanged 1587
		SP:Iteration 15Q (287.050000 sec): 3 clusters
  Score: Raw -27313471.001035 + Penalty 6013.781193 = -27307457.219842
  nChanged 1376
		SP:Iteration 16Q (287.610000 sec): 3 clusters
  Score: Raw -27314011.593741 + Penalty 6013.781193 = -27307997.812548
  nChanged 1157
		SP:Iteration 17Q (288.150000 sec): 3 clusters
  Score: Raw -27314429.792279 + Penalty 6013.781193 = -27308416.011087
  nChanged 1036
		SP:Iteration 18Q (288.690000 sec): 3 clusters
  Score: Raw -27314767.089942 + Penalty 6013.781193 = -27308753.308750
  nChanged 920
		SP:Iteration 19Q (289.230000 sec): 3 clusters
  Score: Raw -27315038.051181 + Penalty 6013.781193 = -27309024.269989
  nChanged 830
		SP:Iteration 20F (289.910000 sec): 3 clusters
  Score: Raw -27315268.797716 + Penalty 6013.781193 = -27309255.016523
  nChanged 764
		SP:Iteration 21Q (290.440000 sec): 3 clusters
  Score: Raw -27315476.310493 + Penalty 6013.781193 = -27309462.529300
  nChanged 669
		SP:Iteration 22Q (290.970000 sec): 3 clusters
  Score: Raw -27315637.955668 + Penalty 6013.781193 = -27309624.174475
  nChanged 551
		SP:Iteration 23Q (291.490000 sec): 3 clusters
  Score: Raw -27315751.828173 + Penalty 6013.781193 = -27309738.046980
  nChanged 480
		SP:Iteration 24Q (292.010000 sec): 3 clusters
  Score: Raw -27315841.524160 + Penalty 6013.781193 = -27309827.742967
  nChanged 417
		SP:Iteration 25Q (292.530000 sec): 3 clusters
  Score: Raw -27315917.737456 + Penalty 6013.781193 = -27309903.956263
  nChanged 420
		SP:Iteration 26Q (293.040000 sec): 3 clusters
  Score: Raw -27315994.440194 + Penalty 6013.781193 = -27309980.659001
  nChanged 364
		SP:Iteration 27Q (293.560000 sec): 3 clusters
  Score: Raw -27316058.140860 + Penalty 6013.781193 = -27310044.359667
  nChanged 360
		SP:Iteration 28Q (294.080000 sec): 3 clusters
  Score: Raw -27316118.703324 + Penalty 6013.781193 = -27310104.922132
  nChanged 320
		SP:Iteration 29Q (294.590000 sec): 3 clusters
  Score: Raw -27316168.217321 + Penalty 6013.781193 = -27310154.436129
  nChanged 279
		SP:Iteration 30Q (295.110000 sec): 3 clusters
  Score: Raw -27316210.081213 + Penalty 6013.781193 = -27310196.300021
  nChanged 283
		SP:Iteration 31Q (295.710000 sec): 3 clusters
  Score: Raw -27316255.613976 + Penalty 6013.781193 = -27310241.832783
  nChanged 281
		SP:Iteration 32Q (296.290000 sec): 3 clusters
  Score: Raw -27316301.862560 + Penalty 6013.781193 = -27310288.081367
  nChanged 290
		SP:Iteration 33Q (296.850000 sec): 3 clusters
  Score: Raw -27316351.381272 + Penalty 6013.781193 = -27310337.600079
  nChanged 264
		SP:Iteration 34Q (297.380000 sec): 3 clusters
  Score: Raw -27316394.878595 + Penalty 6013.781193 = -27310381.097403
  nChanged 236
		SP:Iteration 35Q (297.910000 sec): 3 clusters
  Score: Raw -27316427.744022 + Penalty 6013.781193 = -27310413.962829
  nChanged 205
		SP:Iteration 36Q (298.450000 sec): 3 clusters
  Score: Raw -27316455.223473 + Penalty 6013.781193 = -27310441.442280
  nChanged 193
		SP:Iteration 37Q (298.980000 sec): 3 clusters
  Score: Raw -27316482.898046 + Penalty 6013.781193 = -27310469.116854
  nChanged 198
		SP:Iteration 38Q (299.510000 sec): 3 clusters
  Score: Raw -27316511.475362 + Penalty 6013.781193 = -27310497.694169
  nChanged 186
		SP:Iteration 39Q (300.030000 sec): 3 clusters
  Score: Raw -27316541.231465 + Penalty 6013.781193 = -27310527.450272
  nChanged 189
		SP:Iteration 40F (300.730000 sec): 3 clusters
  Score: Raw -27316570.128953 + Penalty 6013.781193 = -27310556.347760
  nChanged 151
		SP:Iteration 41Q (301.250000 sec): 3 clusters
  Score: Raw -27316590.953282 + Penalty 6013.781193 = -27310577.172089
  nChanged 138
		SP:Iteration 42Q (301.790000 sec): 3 clusters
  Score: Raw -27316608.602782 + Penalty 6013.781193 = -27310594.821589
  nChanged 113
		SP:Iteration 43Q (302.310000 sec): 3 clusters
  Score: Raw -27316622.586883 + Penalty 6013.781193 = -27310608.805690
  nChanged 112
		SP:Iteration 44Q (302.840000 sec): 3 clusters
  Score: Raw -27316635.662312 + Penalty 6013.781193 = -27310621.881119
  nChanged 98
		SP:Iteration 45Q (303.360000 sec): 3 clusters
  Score: Raw -27316645.565172 + Penalty 6013.781193 = -27310631.783979
  nChanged 86
		SP:Iteration 46Q (303.890000 sec): 3 clusters
  Score: Raw -27316654.989541 + Penalty 6013.781193 = -27310641.208348
  nChanged 75
		SP:Iteration 47Q (304.410000 sec): 3 clusters
  Score: Raw -27316663.312861 + Penalty 6013.781193 = -27310649.531668
  nChanged 68
		SP:Iteration 48Q (304.940000 sec): 3 clusters
  Score: Raw -27316670.365014 + Penalty 6013.781193 = -27310656.583821
  nChanged 70
		SP:Iteration 49Q (305.460000 sec): 3 clusters
  Score: Raw -27316677.590460 + Penalty 6013.781193 = -27310663.809267
  nChanged 63
		SP:Iteration 50Q (305.990000 sec): 3 clusters
  Score: Raw -27316682.421749 + Penalty 6013.781193 = -27310668.640557
  nChanged 48
		SP:Iteration 51Q (306.520000 sec): 3 clusters
  Score: Raw -27316685.913073 + Penalty 6013.781193 = -27310672.131880
  nChanged 48
		SP:Iteration 52Q (307.050000 sec): 3 clusters
  Score: Raw -27316689.005145 + Penalty 6013.781193 = -27310675.223952
  nChanged 42
		SP:Iteration 53Q (307.570000 sec): 3 clusters
  Score: Raw -27316691.598672 + Penalty 6013.781193 = -27310677.817480
  nChanged 29
		SP:Iteration 54Q (308.090000 sec): 3 clusters
  Score: Raw -27316693.341737 + Penalty 6013.781193 = -27310679.560544
  nChanged 29
		SP:Iteration 55Q (308.620000 sec): 3 clusters
  Score: Raw -27316695.012883 + Penalty 6013.781193 = -27310681.231690
  nChanged 16
		SP:Iteration 56Q (309.140000 sec): 3 clusters
  Score: Raw -27316695.970031 + Penalty 6013.781193 = -27310682.188839
  nChanged 20
		SP:Iteration 57Q (309.660000 sec): 3 clusters
  Score: Raw -27316697.322223 + Penalty 6013.781193 = -27310683.541030
  nChanged 24
		SP:Iteration 58Q (310.190000 sec): 3 clusters
  Score: Raw -27316698.682551 + Penalty 6013.781193 = -27310684.901359
  nChanged 17
		SP:Iteration 59Q (310.710000 sec): 3 clusters
  Score: Raw -27316699.871890 + Penalty 6013.781193 = -27310686.090697
  nChanged 14
		SP:Iteration 60F (311.410000 sec): 3 clusters
  Score: Raw -27316700.553609 + Penalty 6013.781193 = -27310686.772416
  nChanged 16
		SP:Iteration 61Q (311.920000 sec): 3 clusters
  Score: Raw -27316701.264311 + Penalty 6013.781193 = -27310687.483118
  nChanged 12
		SP:Iteration 62Q (312.440000 sec): 3 clusters
  Score: Raw -27316701.864461 + Penalty 6013.781193 = -27310688.083269
  nChanged 13
		SP:Iteration 63Q (312.970000 sec): 3 clusters
  Score: Raw -27316702.508837 + Penalty 6013.781193 = -27310688.727644
  nChanged 14
		SP:Iteration 64Q (313.500000 sec): 3 clusters
  Score: Raw -27316703.253960 + Penalty 6013.781193 = -27310689.472767
  nChanged 13
		SP:Iteration 65Q (314.020000 sec): 3 clusters
  Score: Raw -27316704.140987 + Penalty 6013.781193 = -27310690.359794
  nChanged 16
		SP:Iteration 66Q (314.540000 sec): 3 clusters
  Score: Raw -27316705.057779 + Penalty 6013.781193 = -27310691.276587
  nChanged 11
		SP:Iteration 67Q (315.070000 sec): 3 clusters
  Score: Raw -27316705.661237 + Penalty 6013.781193 = -27310691.880045
  nChanged 15
		SP:Iteration 68Q (315.590000 sec): 3 clusters
  Score: Raw -27316706.704249 + Penalty 6013.781193 = -27310692.923056
  nChanged 16
		SP:Iteration 69Q (316.110000 sec): 3 clusters
  Score: Raw -27316707.747692 + Penalty 6013.781193 = -27310693.966499
  nChanged 13
		SP:Iteration 70Q (316.630000 sec): 3 clusters
  Score: Raw -27316708.398633 + Penalty 6013.781193 = -27310694.617440
  nChanged 14
		SP:Iteration 71Q (317.160000 sec): 3 clusters
  Score: Raw -27316709.162298 + Penalty 6013.781193 = -27310695.381106
  nChanged 14
		SP:Iteration 72Q (317.680000 sec): 3 clusters
  Score: Raw -27316709.928709 + Penalty 6013.781193 = -27310696.147516
  nChanged 13
		SP:Iteration 73Q (318.210000 sec): 3 clusters
  Score: Raw -27316710.891864 + Penalty 6013.781193 = -27310697.110672
  nChanged 16
		SP:Iteration 74Q (318.730000 sec): 3 clusters
  Score: Raw -27316712.130216 + Penalty 6013.781193 = -27310698.349023
  nChanged 19
		SP:Iteration 75Q (319.250000 sec): 3 clusters
  Score: Raw -27316713.291676 + Penalty 6013.781193 = -27310699.510483
  nChanged 26
		SP:Iteration 76Q (319.770000 sec): 3 clusters
  Score: Raw -27316715.015944 + Penalty 6013.781193 = -27310701.234751
  nChanged 21
		SP:Iteration 77Q (320.310000 sec): 3 clusters
  Score: Raw -27316716.431186 + Penalty 6013.781193 = -27310702.649993
  nChanged 25
		SP:Iteration 78Q (320.830000 sec): 3 clusters
  Score: Raw -27316718.215488 + Penalty 6013.781193 = -27310704.434295
  nChanged 18
		SP:Iteration 79Q (321.350000 sec): 3 clusters
  Score: Raw -27316719.883602 + Penalty 6013.781193 = -27310706.102409
  nChanged 27
		SP:Iteration 80F (322.060000 sec): 3 clusters
  Score: Raw -27316722.363688 + Penalty 6013.781193 = -27310708.582495
  nChanged 31
		SP:Iteration 81Q (322.580000 sec): 3 clusters
  Score: Raw -27316724.791879 + Penalty 6013.781193 = -27310711.010686
  nChanged 30
		SP:Iteration 82Q (323.110000 sec): 3 clusters
  Score: Raw -27316726.758644 + Penalty 6013.781193 = -27310712.977451
  nChanged 18
		SP:Iteration 83Q (323.630000 sec): 3 clusters
  Score: Raw -27316727.891501 + Penalty 6013.781193 = -27310714.110308
  nChanged 17
		SP:Iteration 84Q (324.150000 sec): 3 clusters
  Score: Raw -27316728.965671 + Penalty 6013.781193 = -27310715.184478
  nChanged 15
		SP:Iteration 85Q (324.670000 sec): 3 clusters
  Score: Raw -27316729.905523 + Penalty 6013.781193 = -27310716.124331
  nChanged 14
		SP:Iteration 86Q (325.210000 sec): 3 clusters
  Score: Raw -27316730.618587 + Penalty 6013.781193 = -27310716.837394
  nChanged 12
		SP:Iteration 87Q (325.740000 sec): 3 clusters
  Score: Raw -27316731.271616 + Penalty 6013.781193 = -27310717.490423
  nChanged 9
		SP:Iteration 88Q (326.260000 sec): 3 clusters
  Score: Raw -27316731.659878 + Penalty 6013.781193 = -27310717.878685
  nChanged 13
		SP:Iteration 89Q (326.800000 sec): 3 clusters
  Score: Raw -27316732.521563 + Penalty 6013.781193 = -27310718.740370
  nChanged 19
		SP:Iteration 90Q (327.320000 sec): 3 clusters
  Score: Raw -27316733.725729 + Penalty 6013.781193 = -27310719.944536
  nChanged 16
		SP:Iteration 91Q (327.850000 sec): 3 clusters
  Score: Raw -27316734.820712 + Penalty 6013.781193 = -27310721.039519
  nChanged 16
		SP:Iteration 92Q (328.370000 sec): 3 clusters
  Score: Raw -27316735.900387 + Penalty 6013.781193 = -27310722.119194
  nChanged 16
		SP:Iteration 93Q (328.890000 sec): 3 clusters
  Score: Raw -27316736.852485 + Penalty 6013.781193 = -27310723.071292
  nChanged 12
		SP:Iteration 94Q (329.410000 sec): 3 clusters
  Score: Raw -27316737.648717 + Penalty 6013.781193 = -27310723.867525
  nChanged 9
		SP:Iteration 95Q (329.940000 sec): 3 clusters
  Score: Raw -27316738.245420 + Penalty 6013.781193 = -27310724.464228
  nChanged 12
		SP:Iteration 96Q (330.490000 sec): 3 clusters
  Score: Raw -27316738.962621 + Penalty 6013.781193 = -27310725.181429
  nChanged 11
		SP:Iteration 97Q (331.050000 sec): 3 clusters
  Score: Raw -27316739.575364 + Penalty 6013.781193 = -27310725.794171
  nChanged 5
		SP:Iteration 98Q (331.610000 sec): 3 clusters
  Score: Raw -27316739.950784 + Penalty 6013.781193 = -27310726.169591
  nChanged 9
		SP:Iteration 99Q (332.170000 sec): 3 clusters
  Score: Raw -27316740.483095 + Penalty 6013.781193 = -27310726.701903
  nChanged 11
		SP:Iteration 100F (332.910000 sec): 3 clusters
  Score: Raw -27316741.247701 + Penalty 6013.781193 = -27310727.466508
  nChanged 6
		SP:Iteration 101Q (333.470000 sec): 3 clusters
  Score: Raw -27316741.480714 + Penalty 6013.781193 = -27310727.699521
  nChanged 4
		SP:Iteration 102Q (334.030000 sec): 3 clusters
  Score: Raw -27316741.680267 + Penalty 6013.781193 = -27310727.899074
  nChanged 5
		SP:Iteration 103Q (334.590000 sec): 3 clusters
  Score: Raw -27316741.897224 + Penalty 6013.781193 = -27310728.116031
  nChanged 2
		SP:Iteration 104Q (335.150000 sec): 3 clusters
  Score: Raw -27316742.007016 + Penalty 6013.781193 = -27310728.225823
  nChanged 4
		SP:Iteration 105Q (335.700000 sec): 3 clusters
  Score: Raw -27316742.279635 + Penalty 6013.781193 = -27310728.498442
  nChanged 7
		SP:Iteration 106Q (336.260000 sec): 3 clusters
  Score: Raw -27316742.683628 + Penalty 6013.781193 = -27310728.902435
  nChanged 2
		SP:Iteration 107Q (336.820000 sec): 3 clusters
  Score: Raw -27316742.797405 + Penalty 6013.781193 = -27310729.016213
  nChanged 3
		SP:Iteration 108Q (337.370000 sec): 3 clusters
  Score: Raw -27316742.950501 + Penalty 6013.781193 = -27310729.169308
  nChanged 4
		SP:Iteration 109Q (337.930000 sec): 3 clusters
  Score: Raw -27316743.130579 + Penalty 6013.781193 = -27310729.349386
  nChanged 1
		SP:Iteration 110Q (338.490000 sec): 3 clusters
  Score: Raw -27316743.166616 + Penalty 6013.781193 = -27310729.385423
  nChanged 1
		SP:Iteration 111Q (339.040000 sec): 3 clusters
  Score: Raw -27316743.208819 + Penalty 6013.781193 = -27310729.427626
  nChanged 2
		SP:Iteration 112Q (339.600000 sec): 3 clusters
  Score: Raw -27316743.363115 + Penalty 6013.781193 = -27310729.581922
  nChanged 4
		SP:Iteration 113Q (340.130000 sec): 3 clusters
  Score: Raw -27316743.553830 + Penalty 6013.781193 = -27310729.772637
  nChanged 2
		SP:Iteration 114Q (340.650000 sec): 3 clusters
  Score: Raw -27316743.659519 + Penalty 6013.781193 = -27310729.878327
  nChanged 3
		SP:Iteration 115Q (341.170000 sec): 3 clusters
  Score: Raw -27316743.898376 + Penalty 6013.781193 = -27310730.117183
  nChanged 7
		SP:Iteration 116Q (341.700000 sec): 3 clusters
  Score: Raw -27316744.441341 + Penalty 6013.781193 = -27310730.660148
  nChanged 6
		SP:Iteration 117Q (342.220000 sec): 3 clusters
  Score: Raw -27316744.967336 + Penalty 6013.781193 = -27310731.186143
  nChanged 14
		SP:Iteration 118Q (342.750000 sec): 3 clusters
  Score: Raw -27316745.927497 + Penalty 6013.781193 = -27310732.146304
  nChanged 9
		SP:Iteration 119Q (343.280000 sec): 3 clusters
  Score: Raw -27316746.596600 + Penalty 6013.781193 = -27310732.815408
  nChanged 13
		SP:Iteration 120F (344.010000 sec): 3 clusters
  Score: Raw -27316747.623442 + Penalty 6013.781193 = -27310733.842249
  nChanged 14
		SP:Iteration 121Q (344.530000 sec): 3 clusters
  Score: Raw -27316748.496629 + Penalty 6013.781193 = -27310734.715436
  nChanged 8
		SP:Iteration 122Q (345.050000 sec): 3 clusters
  Score: Raw -27316748.908899 + Penalty 6013.781193 = -27310735.127706
  nChanged 5
		SP:Iteration 123Q (345.570000 sec): 3 clusters
  Score: Raw -27316749.155764 + Penalty 6013.781193 = -27310735.374571
  nChanged 4
		SP:Iteration 124Q (346.090000 sec): 3 clusters
  Score: Raw -27316749.320213 + Penalty 6013.781193 = -27310735.539020
  nChanged 8
		SP:Iteration 125Q (346.620000 sec): 3 clusters
  Score: Raw -27316749.698625 + Penalty 6013.781193 = -27310735.917432
  nChanged 9
		SP:Iteration 126Q (347.140000 sec): 3 clusters
  Score: Raw -27316750.147078 + Penalty 6013.781193 = -27310736.365885
  nChanged 7
		SP:Iteration 127Q (347.670000 sec): 3 clusters
  Score: Raw -27316750.476325 + Penalty 6013.781193 = -27310736.695132
  nChanged 1
		SP:Iteration 128Q (348.200000 sec): 3 clusters
  Score: Raw -27316750.502724 + Penalty 6013.781193 = -27310736.721531
  nChanged 2
		SP:Iteration 129Q (348.720000 sec): 3 clusters
  Score: Raw -27316750.579385 + Penalty 6013.781193 = -27310736.798192
  nChanged 1
		SP:Iteration 130Q (349.250000 sec): 3 clusters
  Score: Raw -27316750.623228 + Penalty 6013.781193 = -27310736.842036
  nChanged 1
		SP:Iteration 131Q (349.790000 sec): 3 clusters
  Score: Raw -27316750.656801 + Penalty 6013.781193 = -27310736.875608
  nChanged 1
		SP:Iteration 132Q (350.300000 sec): 3 clusters
  Score: Raw -27316750.698878 + Penalty 6013.781193 = -27310736.917685
  nChanged 2
		SP:Iteration 133Q (350.820000 sec): 3 clusters
  Score: Raw -27316750.862655 + Penalty 6013.781193 = -27310737.081463
  nChanged 2
		SP:Iteration 134Q (351.330000 sec): 3 clusters
  Score: Raw -27316750.992397 + Penalty 6013.781193 = -27310737.211205
  nChanged 2
		SP:Iteration 135Q (351.850000 sec): 3 clusters
  Score: Raw -27316751.077292 + Penalty 6013.781193 = -27310737.296099
  nChanged 2
		SP:Iteration 136Q (352.360000 sec): 3 clusters
  Score: Raw -27316751.138690 + Penalty 6013.781193 = -27310737.357497
  nChanged 0
		SP:Iteration 137F (353.070000 sec): 3 clusters
  Score: Raw -27316751.138690 + Penalty 6013.781193 = -27310737.357497
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (25354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (353.230000 sec): 2 clusters
  Score: Raw -3627634.156681 + Penalty 2514.891563 = -3625119.265117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (353.320000 sec): 3 clusters
  Score: Raw -3612582.828668 + Penalty 5029.783127 = -3607553.045541
  nChanged 11309
		SP:Iteration 1F (353.420000 sec): 3 clusters
  Score: Raw -3618814.087089 + Penalty 5029.783127 = -3613784.303962
  nChanged 1277
		SP:Iteration 2F (353.510000 sec): 3 clusters
  Score: Raw -3619285.230688 + Penalty 5029.783127 = -3614255.447561
  nChanged 1185
		SP:Iteration 3Q (353.610000 sec): 3 clusters
  Score: Raw -3619753.086859 + Penalty 5029.783127 = -3614723.303732
  nChanged 1127
		SP:Iteration 4Q (353.710000 sec): 3 clusters
  Score: Raw -3620234.739669 + Penalty 5029.783127 = -3615204.956542
  nChanged 1169
		SP:Iteration 5Q (353.810000 sec): 3 clusters
  Score: Raw -3620800.716719 + Penalty 5029.783127 = -3615770.933593
  nChanged 1240
		SP:Iteration 6Q (353.910000 sec): 3 clusters
  Score: Raw -3621469.740212 + Penalty 5029.783127 = -3616439.957086
  nChanged 1316
		SP:Iteration 7F (354.010000 sec): 3 clusters
  Score: Raw -3622286.873143 + Penalty 5029.783127 = -3617257.090017
  nChanged 1357
		SP:Iteration 8F (354.100000 sec): 3 clusters
  Score: Raw -3623161.360427 + Penalty 5029.783127 = -3618131.577301
  nChanged 1331
		SP:Iteration 9F (354.190000 sec): 3 clusters
  Score: Raw -3624062.438805 + Penalty 5029.783127 = -3619032.655678
  nChanged 1235
		SP:Iteration 10Q (354.290000 sec): 3 clusters
  Score: Raw -3624872.530041 + Penalty 5029.783127 = -3619842.746915
  nChanged 993
		SP:Iteration 11Q (354.390000 sec): 3 clusters
  Score: Raw -3625447.475288 + Penalty 5029.783127 = -3620417.692161
  nChanged 803
		SP:Iteration 12Q (354.480000 sec): 3 clusters
  Score: Raw -3625829.584466 + Penalty 5029.783127 = -3620799.801339
  nChanged 600
		SP:Iteration 13Q (354.570000 sec): 3 clusters
  Score: Raw -3626085.785974 + Penalty 5029.783127 = -3621056.002847
  nChanged 449
		SP:Iteration 14Q (354.670000 sec): 3 clusters
  Score: Raw -3626262.409589 + Penalty 5029.783127 = -3621232.626462
  nChanged 353
		SP:Iteration 15Q (354.760000 sec): 3 clusters
  Score: Raw -3626389.597086 + Penalty 5029.783127 = -3621359.813960
  nChanged 322
		SP:Iteration 16Q (354.850000 sec): 3 clusters
  Score: Raw -3626495.999297 + Penalty 5029.783127 = -3621466.216171
  nChanged 292
		SP:Iteration 17Q (354.940000 sec): 3 clusters
  Score: Raw -3626599.728407 + Penalty 5029.783127 = -3621569.945280
  nChanged 247
		SP:Iteration 18Q (355.030000 sec): 3 clusters
  Score: Raw -3626676.007326 + Penalty 5029.783127 = -3621646.224200
  nChanged 216
		SP:Iteration 19Q (355.120000 sec): 3 clusters
  Score: Raw -3626737.336134 + Penalty 5029.783127 = -3621707.553007
  nChanged 212
		SP:Iteration 20F (355.210000 sec): 3 clusters
  Score: Raw -3626794.703999 + Penalty 5029.783127 = -3621764.920873
  nChanged 188
		SP:Iteration 21Q (355.300000 sec): 3 clusters
  Score: Raw -3626839.527705 + Penalty 5029.783127 = -3621809.744578
  nChanged 179
		SP:Iteration 22Q (355.390000 sec): 3 clusters
  Score: Raw -3626890.978748 + Penalty 5029.783127 = -3621861.195622
  nChanged 184
		SP:Iteration 23Q (355.470000 sec): 3 clusters
  Score: Raw -3626942.779330 + Penalty 5029.783127 = -3621912.996204
  nChanged 175
		SP:Iteration 24Q (355.560000 sec): 3 clusters
  Score: Raw -3626993.211837 + Penalty 5029.783127 = -3621963.428711
  nChanged 180
		SP:Iteration 25Q (355.650000 sec): 3 clusters
  Score: Raw -3627048.325301 + Penalty 5029.783127 = -3622018.542174
  nChanged 181
		SP:Iteration 26Q (355.740000 sec): 3 clusters
  Score: Raw -3627095.840998 + Penalty 5029.783127 = -3622066.057871
  nChanged 157
		SP:Iteration 27Q (355.820000 sec): 3 clusters
  Score: Raw -3627136.239055 + Penalty 5029.783127 = -3622106.455928
  nChanged 150
		SP:Iteration 28Q (355.910000 sec): 3 clusters
  Score: Raw -3627174.210723 + Penalty 5029.783127 = -3622144.427596
  nChanged 143
		SP:Iteration 29Q (355.990000 sec): 3 clusters
  Score: Raw -3627215.921914 + Penalty 5029.783127 = -3622186.138787
  nChanged 143
		SP:Iteration 30Q (356.080000 sec): 3 clusters
  Score: Raw -3627260.163613 + Penalty 5029.783127 = -3622230.380486
  nChanged 127
		SP:Iteration 31Q (356.160000 sec): 3 clusters
  Score: Raw -3627290.751766 + Penalty 5029.783127 = -3622260.968640
  nChanged 112
		SP:Iteration 32Q (356.240000 sec): 3 clusters
  Score: Raw -3627316.176899 + Penalty 5029.783127 = -3622286.393772
  nChanged 117
		SP:Iteration 33Q (356.320000 sec): 3 clusters
  Score: Raw -3627342.416434 + Penalty 5029.783127 = -3622312.633307
  nChanged 100
		SP:Iteration 34Q (356.410000 sec): 3 clusters
  Score: Raw -3627365.168578 + Penalty 5029.783127 = -3622335.385451
  nChanged 103
		SP:Iteration 35Q (356.490000 sec): 3 clusters
  Score: Raw -3627386.455494 + Penalty 5029.783127 = -3622356.672367
  nChanged 85
		SP:Iteration 36Q (356.570000 sec): 3 clusters
  Score: Raw -3627406.882957 + Penalty 5029.783127 = -3622377.099830
  nChanged 83
		SP:Iteration 37Q (356.640000 sec): 3 clusters
  Score: Raw -3627425.517337 + Penalty 5029.783127 = -3622395.734210
  nChanged 79
		SP:Iteration 38Q (356.720000 sec): 3 clusters
  Score: Raw -3627441.249399 + Penalty 5029.783127 = -3622411.466273
  nChanged 72
		SP:Iteration 39Q (356.800000 sec): 3 clusters
  Score: Raw -3627455.423358 + Penalty 5029.783127 = -3622425.640232
  nChanged 77
		SP:Iteration 40F (356.900000 sec): 3 clusters
  Score: Raw -3627472.298073 + Penalty 5029.783127 = -3622442.514946
  nChanged 70
		SP:Iteration 41Q (356.980000 sec): 3 clusters
  Score: Raw -3627485.848377 + Penalty 5029.783127 = -3622456.065251
  nChanged 66
		SP:Iteration 42Q (357.060000 sec): 3 clusters
  Score: Raw -3627498.824174 + Penalty 5029.783127 = -3622469.041048
  nChanged 61
		SP:Iteration 43Q (357.140000 sec): 3 clusters
  Score: Raw -3627511.816305 + Penalty 5029.783127 = -3622482.033178
  nChanged 81
		SP:Iteration 44Q (357.220000 sec): 3 clusters
  Score: Raw -3627529.838150 + Penalty 5029.783127 = -3622500.055023
  nChanged 72
		SP:Iteration 45Q (357.300000 sec): 3 clusters
  Score: Raw -3627548.211706 + Penalty 5029.783127 = -3622518.428580
  nChanged 76
		SP:Iteration 46Q (357.380000 sec): 3 clusters
  Score: Raw -3627566.170734 + Penalty 5029.783127 = -3622536.387607
  nChanged 70
		SP:Iteration 47Q (357.460000 sec): 3 clusters
  Score: Raw -3627582.151923 + Penalty 5029.783127 = -3622552.368796
  nChanged 64
		SP:Iteration 48Q (357.540000 sec): 3 clusters
  Score: Raw -3627597.512469 + Penalty 5029.783127 = -3622567.729342
  nChanged 72
		SP:Iteration 49Q (357.620000 sec): 3 clusters
  Score: Raw -3627614.363507 + Penalty 5029.783127 = -3622584.580381
  nChanged 66
		SP:Iteration 50Q (357.700000 sec): 3 clusters
  Score: Raw -3627627.003182 + Penalty 5029.783127 = -3622597.220055
  nChanged 54
		SP:Iteration 51Q (357.770000 sec): 3 clusters
  Score: Raw -3627636.890157 + Penalty 5029.783127 = -3622607.107030
  nChanged 41
		SP:Iteration 52Q (357.850000 sec): 3 clusters
  Score: Raw -3627644.522834 + Penalty 5029.783127 = -3622614.739708
  nChanged 40
		SP:Iteration 53Q (357.930000 sec): 3 clusters
  Score: Raw -3627650.832627 + Penalty 5029.783127 = -3622621.049501
  nChanged 30
		SP:Iteration 54Q (358.010000 sec): 3 clusters
  Score: Raw -3627655.981476 + Penalty 5029.783127 = -3622626.198350
  nChanged 41
		SP:Iteration 55Q (358.090000 sec): 3 clusters
  Score: Raw -3627664.918433 + Penalty 5029.783127 = -3622635.135306
  nChanged 43
		SP:Iteration 56Q (358.170000 sec): 3 clusters
  Score: Raw -3627675.131227 + Penalty 5029.783127 = -3622645.348101
  nChanged 54
		SP:Iteration 57Q (358.250000 sec): 3 clusters
  Score: Raw -3627686.142809 + Penalty 5029.783127 = -3622656.359682
  nChanged 45
		SP:Iteration 58Q (358.330000 sec): 3 clusters
  Score: Raw -3627695.773128 + Penalty 5029.783127 = -3622665.990002
  nChanged 52
		SP:Iteration 59Q (358.410000 sec): 3 clusters
  Score: Raw -3627706.166674 + Penalty 5029.783127 = -3622676.383547
  nChanged 48
		SP:Iteration 60F (358.500000 sec): 3 clusters
  Score: Raw -3627718.240163 + Penalty 5029.783127 = -3622688.457037
  nChanged 47
		SP:Iteration 61Q (358.580000 sec): 3 clusters
  Score: Raw -3627727.506662 + Penalty 5029.783127 = -3622697.723536
  nChanged 35
		SP:Iteration 62Q (358.660000 sec): 3 clusters
  Score: Raw -3627733.692551 + Penalty 5029.783127 = -3622703.909425
  nChanged 32
		SP:Iteration 63Q (358.730000 sec): 3 clusters
  Score: Raw -3627740.262450 + Penalty 5029.783127 = -3622710.479323
  nChanged 33
		SP:Iteration 64Q (358.810000 sec): 3 clusters
  Score: Raw -3627746.881296 + Penalty 5029.783127 = -3622717.098169
  nChanged 28
		SP:Iteration 65Q (358.890000 sec): 3 clusters
  Score: Raw -3627752.683170 + Penalty 5029.783127 = -3622722.900043
  nChanged 29
		SP:Iteration 66Q (358.960000 sec): 3 clusters
  Score: Raw -3627759.167342 + Penalty 5029.783127 = -3622729.384216
  nChanged 31
		SP:Iteration 67Q (359.040000 sec): 3 clusters
  Score: Raw -3627766.167122 + Penalty 5029.783127 = -3622736.383995
  nChanged 37
		SP:Iteration 68Q (359.120000 sec): 3 clusters
  Score: Raw -3627773.839044 + Penalty 5029.783127 = -3622744.055917
  nChanged 28
		SP:Iteration 69Q (359.200000 sec): 3 clusters
  Score: Raw -3627780.279635 + Penalty 5029.783127 = -3622750.496508
  nChanged 32
		SP:Iteration 70Q (359.280000 sec): 3 clusters
  Score: Raw -3627789.601289 + Penalty 5029.783127 = -3622759.818162
  nChanged 43
		SP:Iteration 71Q (359.350000 sec): 3 clusters
  Score: Raw -3627802.691408 + Penalty 5029.783127 = -3622772.908281
  nChanged 41
		SP:Iteration 72Q (359.430000 sec): 3 clusters
  Score: Raw -3627813.167977 + Penalty 5029.783127 = -3622783.384850
  nChanged 30
		SP:Iteration 73Q (359.500000 sec): 3 clusters
  Score: Raw -3627821.284820 + Penalty 5029.783127 = -3622791.501693
  nChanged 43
		SP:Iteration 74Q (359.580000 sec): 3 clusters
  Score: Raw -3627833.885604 + Penalty 5029.783127 = -3622804.102477
  nChanged 54
		SP:Iteration 75Q (359.660000 sec): 3 clusters
  Score: Raw -3627849.392605 + Penalty 5029.783127 = -3622819.609479
  nChanged 49
		SP:Iteration 76Q (359.730000 sec): 3 clusters
  Score: Raw -3627865.952717 + Penalty 5029.783127 = -3622836.169591
  nChanged 51
		SP:Iteration 77Q (359.810000 sec): 3 clusters
  Score: Raw -3627883.900035 + Penalty 5029.783127 = -3622854.116908
  nChanged 38
		SP:Iteration 78Q (359.890000 sec): 3 clusters
  Score: Raw -3627896.170674 + Penalty 5029.783127 = -3622866.387547
  nChanged 40
		SP:Iteration 79Q (359.960000 sec): 3 clusters
  Score: Raw -3627910.511458 + Penalty 5029.783127 = -3622880.728331
  nChanged 53
		SP:Iteration 80F (360.060000 sec): 3 clusters
  Score: Raw -3627927.954712 + Penalty 5029.783127 = -3622898.171585
  nChanged 58
		SP:Iteration 81Q (360.130000 sec): 3 clusters
  Score: Raw -3627945.876657 + Penalty 5029.783127 = -3622916.093530
  nChanged 47
		SP:Iteration 82Q (360.210000 sec): 3 clusters
  Score: Raw -3627962.007113 + Penalty 5029.783127 = -3622932.223986
  nChanged 47
		SP:Iteration 83Q (360.280000 sec): 3 clusters
  Score: Raw -3627977.018709 + Penalty 5029.783127 = -3622947.235583
  nChanged 55
		SP:Iteration 84Q (360.360000 sec): 3 clusters
  Score: Raw -3627994.162152 + Penalty 5029.783127 = -3622964.379025
  nChanged 48
		SP:Iteration 85Q (360.430000 sec): 3 clusters
  Score: Raw -3628009.750848 + Penalty 5029.783127 = -3622979.967721
  nChanged 42
		SP:Iteration 86Q (360.510000 sec): 3 clusters
  Score: Raw -3628024.411633 + Penalty 5029.783127 = -3622994.628506
  nChanged 42
		SP:Iteration 87Q (360.580000 sec): 3 clusters
  Score: Raw -3628037.508992 + Penalty 5029.783127 = -3623007.725866
  nChanged 37
		SP:Iteration 88Q (360.660000 sec): 3 clusters
  Score: Raw -3628047.500871 + Penalty 5029.783127 = -3623017.717744
  nChanged 33
		SP:Iteration 89Q (360.730000 sec): 3 clusters
  Score: Raw -3628057.898485 + Penalty 5029.783127 = -3623028.115358
  nChanged 34
		SP:Iteration 90Q (360.810000 sec): 3 clusters
  Score: Raw -3628065.289520 + Penalty 5029.783127 = -3623035.506393
  nChanged 24
		SP:Iteration 91Q (360.880000 sec): 3 clusters
  Score: Raw -3628072.861630 + Penalty 5029.783127 = -3623043.078504
  nChanged 32
		SP:Iteration 92Q (360.960000 sec): 3 clusters
  Score: Raw -3628084.976466 + Penalty 5029.783127 = -3623055.193339
  nChanged 28
		SP:Iteration 93Q (361.040000 sec): 3 clusters
  Score: Raw -3628094.718167 + Penalty 5029.783127 = -3623064.935041
  nChanged 33
		SP:Iteration 94Q (361.110000 sec): 3 clusters
  Score: Raw -3628107.166795 + Penalty 5029.783127 = -3623077.383668
  nChanged 35
		SP:Iteration 95Q (361.180000 sec): 3 clusters
  Score: Raw -3628118.710100 + Penalty 5029.783127 = -3623088.926973
  nChanged 27
		SP:Iteration 96Q (361.260000 sec): 3 clusters
  Score: Raw -3628124.601873 + Penalty 5029.783127 = -3623094.818746
  nChanged 15
		SP:Iteration 97Q (361.330000 sec): 3 clusters
  Score: Raw -3628128.718224 + Penalty 5029.783127 = -3623098.935097
  nChanged 21
		SP:Iteration 98Q (361.400000 sec): 3 clusters
  Score: Raw -3628134.098263 + Penalty 5029.783127 = -3623104.315136
  nChanged 16
		SP:Iteration 99Q (361.470000 sec): 3 clusters
  Score: Raw -3628138.665820 + Penalty 5029.783127 = -3623108.882693
  nChanged 14
		SP:Iteration 100F (361.570000 sec): 3 clusters
  Score: Raw -3628142.463651 + Penalty 5029.783127 = -3623112.680524
  nChanged 12
		SP:Iteration 101Q (361.640000 sec): 3 clusters
  Score: Raw -3628145.602897 + Penalty 5029.783127 = -3623115.819770
  nChanged 14
		SP:Iteration 102Q (361.720000 sec): 3 clusters
  Score: Raw -3628148.276333 + Penalty 5029.783127 = -3623118.493206
  nChanged 7
		SP:Iteration 103Q (361.790000 sec): 3 clusters
  Score: Raw -3628150.677426 + Penalty 5029.783127 = -3623120.894300
  nChanged 8
		SP:Iteration 104Q (361.860000 sec): 3 clusters
  Score: Raw -3628153.216130 + Penalty 5029.783127 = -3623123.433003
  nChanged 10
		SP:Iteration 105Q (361.940000 sec): 3 clusters
  Score: Raw -3628156.202194 + Penalty 5029.783127 = -3623126.419068
  nChanged 12
		SP:Iteration 106Q (362.010000 sec): 3 clusters
  Score: Raw -3628160.414395 + Penalty 5029.783127 = -3623130.631268
  nChanged 15
		SP:Iteration 107Q (362.080000 sec): 3 clusters
  Score: Raw -3628164.226355 + Penalty 5029.783127 = -3623134.443229
  nChanged 13
		SP:Iteration 108Q (362.160000 sec): 3 clusters
  Score: Raw -3628166.644396 + Penalty 5029.783127 = -3623136.861269
  nChanged 12
		SP:Iteration 109Q (362.230000 sec): 3 clusters
  Score: Raw -3628169.403277 + Penalty 5029.783127 = -3623139.620151
  nChanged 9
		SP:Iteration 110Q (362.300000 sec): 3 clusters
  Score: Raw -3628171.542432 + Penalty 5029.783127 = -3623141.759306
  nChanged 10
		SP:Iteration 111Q (362.380000 sec): 3 clusters
  Score: Raw -3628173.916901 + Penalty 5029.783127 = -3623144.133775
  nChanged 5
		SP:Iteration 112Q (362.450000 sec): 3 clusters
  Score: Raw -3628174.855559 + Penalty 5029.783127 = -3623145.072433
  nChanged 5
		SP:Iteration 113Q (362.520000 sec): 3 clusters
  Score: Raw -3628175.972380 + Penalty 5029.783127 = -3623146.189253
  nChanged 2
		SP:Iteration 114Q (362.600000 sec): 3 clusters
  Score: Raw -3628176.471872 + Penalty 5029.783127 = -3623146.688746
  nChanged 5
		SP:Iteration 115Q (362.670000 sec): 3 clusters
  Score: Raw -3628177.894126 + Penalty 5029.783127 = -3623148.111000
  nChanged 5
		SP:Iteration 116Q (362.740000 sec): 3 clusters
  Score: Raw -3628178.832577 + Penalty 5029.783127 = -3623149.049451
  nChanged 1
		SP:Iteration 117Q (362.820000 sec): 3 clusters
  Score: Raw -3628179.262505 + Penalty 5029.783127 = -3623149.479379
  nChanged 2
		SP:Iteration 118Q (362.890000 sec): 3 clusters
  Score: Raw -3628179.401937 + Penalty 5029.783127 = -3623149.618810
  nChanged 1
		SP:Iteration 119Q (362.970000 sec): 3 clusters
  Score: Raw -3628179.502021 + Penalty 5029.783127 = -3623149.718895
  nChanged 2
		SP:Iteration 120F (363.060000 sec): 3 clusters
  Score: Raw -3628180.073040 + Penalty 5029.783127 = -3623150.289914
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (1621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (363.090000 sec): 2 clusters
  Score: Raw -191784.227621 + Penalty 1832.918033 = -189951.309587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (363.090000 sec): 3 clusters
  Score: Raw -191926.960541 + Penalty 3665.836067 = -188261.124475
  nChanged 617
		SP:Iteration 1F (363.100000 sec): 3 clusters
  Score: Raw -195669.015387 + Penalty 3665.836067 = -192003.179320
  nChanged 320
		SP:Iteration 2F (363.100000 sec): 3 clusters
  Score: Raw -199279.861354 + Penalty 3665.836067 = -195614.025287
  nChanged 83
		SP:Iteration 3F (363.110000 sec): 3 clusters
  Score: Raw -200067.036671 + Penalty 3665.836067 = -196401.200604
  nChanged 22
		SP:Iteration 4Q (363.120000 sec): 3 clusters
  Score: Raw -200200.291117 + Penalty 3665.836067 = -196534.455050
  nChanged 12
		SP:Iteration 5Q (363.120000 sec): 3 clusters
  Score: Raw -200252.754948 + Penalty 3665.836067 = -196586.918881
  nChanged 8
		SP:Iteration 6Q (363.120000 sec): 3 clusters
  Score: Raw -200291.860500 + Penalty 3665.836067 = -196626.024433
  nChanged 4
		SP:Iteration 7Q (363.130000 sec): 3 clusters
  Score: Raw -200304.882409 + Penalty 3665.836067 = -196639.046342
  nChanged 2
		SP:Iteration 8Q (363.130000 sec): 3 clusters
  Score: Raw -200307.472464 + Penalty 3665.836067 = -196641.636398
  nChanged 0
		SP:Iteration 9F (363.140000 sec): 3 clusters
  Score: Raw -200307.472464 + Penalty 3665.836067 = -196641.636398
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 20.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (18167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (363.210000 sec): 2 clusters
  Score: Raw -2619631.643475 + Penalty 2432.225786 = -2617199.417689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (363.280000 sec): 3 clusters
  Score: Raw -2609294.398187 + Penalty 4864.451572 = -2604429.946615
  nChanged 7889
		SP:Iteration 1F (363.350000 sec): 3 clusters
  Score: Raw -2614010.966034 + Penalty 4864.451572 = -2609146.514462
  nChanged 1358
		SP:Iteration 2F (363.410000 sec): 3 clusters
  Score: Raw -2615874.565278 + Penalty 4864.451572 = -2611010.113706
  nChanged 1972
		SP:Iteration 3F (363.480000 sec): 3 clusters
  Score: Raw -2618512.101021 + Penalty 4864.451572 = -2613647.649449
  nChanged 2254
		SP:Iteration 4F (363.550000 sec): 3 clusters
  Score: Raw -2621031.420063 + Penalty 4864.451572 = -2616166.968491
  nChanged 1708
		SP:Iteration 5F (363.610000 sec): 3 clusters
  Score: Raw -2622562.701956 + Penalty 4864.451572 = -2617698.250384
  nChanged 1020
		SP:Iteration 6F (363.680000 sec): 3 clusters
  Score: Raw -2623258.169434 + Penalty 4864.451572 = -2618393.717862
  nChanged 563
		SP:Iteration 7Q (363.750000 sec): 3 clusters
  Score: Raw -2623585.136862 + Penalty 4864.451572 = -2618720.685290
  nChanged 370
		SP:Iteration 8Q (363.820000 sec): 3 clusters
  Score: Raw -2623773.293048 + Penalty 4864.451572 = -2618908.841476
  nChanged 276
		SP:Iteration 9Q (363.880000 sec): 3 clusters
  Score: Raw -2623895.497115 + Penalty 4864.451572 = -2619031.045543
  nChanged 195
		SP:Iteration 10Q (363.950000 sec): 3 clusters
  Score: Raw -2623968.688161 + Penalty 4864.451572 = -2619104.236589
  nChanged 153
		SP:Iteration 11Q (364.020000 sec): 3 clusters
  Score: Raw -2624023.395129 + Penalty 4864.451572 = -2619158.943557
  nChanged 143
		SP:Iteration 12Q (364.080000 sec): 3 clusters
  Score: Raw -2624071.848207 + Penalty 4864.451572 = -2619207.396635
  nChanged 109
		SP:Iteration 13Q (364.150000 sec): 3 clusters
  Score: Raw -2624105.291162 + Penalty 4864.451572 = -2619240.839590
  nChanged 83
		SP:Iteration 14Q (364.210000 sec): 3 clusters
  Score: Raw -2624128.442337 + Penalty 4864.451572 = -2619263.990765
  nChanged 63
		SP:Iteration 15Q (364.280000 sec): 3 clusters
  Score: Raw -2624142.687536 + Penalty 4864.451572 = -2619278.235964
  nChanged 42
		SP:Iteration 16Q (364.340000 sec): 3 clusters
  Score: Raw -2624151.175632 + Penalty 4864.451572 = -2619286.724060
  nChanged 32
		SP:Iteration 17Q (364.410000 sec): 3 clusters
  Score: Raw -2624157.229541 + Penalty 4864.451572 = -2619292.777969
  nChanged 31
		SP:Iteration 18Q (364.480000 sec): 3 clusters
  Score: Raw -2624163.749056 + Penalty 4864.451572 = -2619299.297484
  nChanged 36
		SP:Iteration 19Q (364.550000 sec): 3 clusters
  Score: Raw -2624172.348921 + Penalty 4864.451572 = -2619307.897349
  nChanged 31
		SP:Iteration 20F (364.620000 sec): 3 clusters
  Score: Raw -2624177.844239 + Penalty 4864.451572 = -2619313.392667
  nChanged 24
		SP:Iteration 21Q (364.700000 sec): 3 clusters
  Score: Raw -2624182.255571 + Penalty 4864.451572 = -2619317.803999
  nChanged 24
		SP:Iteration 22Q (364.770000 sec): 3 clusters
  Score: Raw -2624186.192935 + Penalty 4864.451572 = -2619321.741363
  nChanged 19
		SP:Iteration 23Q (364.840000 sec): 3 clusters
  Score: Raw -2624189.123628 + Penalty 4864.451572 = -2619324.672056
  nChanged 19
		SP:Iteration 24Q (364.910000 sec): 3 clusters
  Score: Raw -2624192.946867 + Penalty 4864.451572 = -2619328.495295
  nChanged 13
		SP:Iteration 25Q (364.980000 sec): 3 clusters
  Score: Raw -2624194.843314 + Penalty 4864.451572 = -2619330.391741
  nChanged 8
		SP:Iteration 26Q (365.060000 sec): 3 clusters
  Score: Raw -2624196.049733 + Penalty 4864.451572 = -2619331.598161
  nChanged 7
		SP:Iteration 27Q (365.130000 sec): 3 clusters
  Score: Raw -2624197.009893 + Penalty 4864.451572 = -2619332.558321
  nChanged 4
		SP:Iteration 28Q (365.200000 sec): 3 clusters
  Score: Raw -2624197.557137 + Penalty 4864.451572 = -2619333.105565
  nChanged 5
		SP:Iteration 29Q (365.280000 sec): 3 clusters
  Score: Raw -2624198.460833 + Penalty 4864.451572 = -2619334.009261
  nChanged 4
		SP:Iteration 30Q (365.350000 sec): 3 clusters
  Score: Raw -2624199.084004 + Penalty 4864.451572 = -2619334.632431
  nChanged 3
		SP:Iteration 31Q (365.420000 sec): 3 clusters
  Score: Raw -2624199.538434 + Penalty 4864.451572 = -2619335.086862
  nChanged 5
		SP:Iteration 32Q (365.490000 sec): 3 clusters
  Score: Raw -2624200.395184 + Penalty 4864.451572 = -2619335.943612
  nChanged 3
		SP:Iteration 33Q (365.570000 sec): 3 clusters
  Score: Raw -2624200.751204 + Penalty 4864.451572 = -2619336.299632
  nChanged 5
		SP:Iteration 34Q (365.640000 sec): 3 clusters
  Score: Raw -2624201.610920 + Penalty 4864.451572 = -2619337.159348
  nChanged 5
		SP:Iteration 35Q (365.710000 sec): 3 clusters
  Score: Raw -2624202.754063 + Penalty 4864.451572 = -2619338.302491
  nChanged 7
		SP:Iteration 36Q (365.780000 sec): 3 clusters
  Score: Raw -2624203.886302 + Penalty 4864.451572 = -2619339.434730
  nChanged 4
		SP:Iteration 37Q (365.860000 sec): 3 clusters
  Score: Raw -2624204.703281 + Penalty 4864.451572 = -2619340.251709
  nChanged 5
		SP:Iteration 38Q (365.930000 sec): 3 clusters
  Score: Raw -2624205.647082 + Penalty 4864.451572 = -2619341.195510
  nChanged 6
		SP:Iteration 39Q (366.010000 sec): 3 clusters
  Score: Raw -2624207.072339 + Penalty 4864.451572 = -2619342.620767
  nChanged 5
		SP:Iteration 40F (366.080000 sec): 3 clusters
  Score: Raw -2624207.806266 + Penalty 4864.451572 = -2619343.354694
  nChanged 1
		SP:Iteration 41Q (366.160000 sec): 3 clusters
  Score: Raw -2624208.005365 + Penalty 4864.451572 = -2619343.553793
  nChanged 1
		SP:Iteration 42Q (366.230000 sec): 3 clusters
  Score: Raw -2624208.084485 + Penalty 4864.451572 = -2619343.632913
  nChanged 0
		SP:Iteration 43F (366.310000 sec): 3 clusters
  Score: Raw -2624208.084485 + Penalty 4864.451572 = -2619343.632913
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 21.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (24474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (366.400000 sec): 2 clusters
  Score: Raw -3421711.709242 + Penalty 2506.130919 = -3419205.578324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (366.510000 sec): 3 clusters
  Score: Raw -3407239.417503 + Penalty 5012.261838 = -3402227.155665
  nChanged 10879
		SP:Iteration 1F (366.610000 sec): 3 clusters
  Score: Raw -3413174.102393 + Penalty 5012.261838 = -3408161.840556
  nChanged 1280
		SP:Iteration 2F (366.710000 sec): 3 clusters
  Score: Raw -3413627.085003 + Penalty 5012.261838 = -3408614.823166
  nChanged 1142
		SP:Iteration 3Q (366.820000 sec): 3 clusters
  Score: Raw -3414034.456309 + Penalty 5012.261838 = -3409022.194471
  nChanged 1056
		SP:Iteration 4Q (366.920000 sec): 3 clusters
  Score: Raw -3414425.111003 + Penalty 5012.261838 = -3409412.849165
  nChanged 1024
		SP:Iteration 5Q (367.020000 sec): 3 clusters
  Score: Raw -3414873.117678 + Penalty 5012.261838 = -3409860.855840
  nChanged 1115
		SP:Iteration 6Q (367.120000 sec): 3 clusters
  Score: Raw -3415414.513148 + Penalty 5012.261838 = -3410402.251310
  nChanged 1204
		SP:Iteration 7Q (367.220000 sec): 3 clusters
  Score: Raw -3416052.791024 + Penalty 5012.261838 = -3411040.529186
  nChanged 1224
		SP:Iteration 8F (367.320000 sec): 3 clusters
  Score: Raw -3416779.872670 + Penalty 5012.261838 = -3411767.610833
  nChanged 1305
		SP:Iteration 9F (367.420000 sec): 3 clusters
  Score: Raw -3417637.852214 + Penalty 5012.261838 = -3412625.590376
  nChanged 1321
		SP:Iteration 10F (367.520000 sec): 3 clusters
  Score: Raw -3418541.912740 + Penalty 5012.261838 = -3413529.650903
  nChanged 1212
		SP:Iteration 11Q (367.620000 sec): 3 clusters
  Score: Raw -3419408.399537 + Penalty 5012.261838 = -3414396.137699
  nChanged 1071
		SP:Iteration 12Q (367.720000 sec): 3 clusters
  Score: Raw -3420195.513754 + Penalty 5012.261838 = -3415183.251916
  nChanged 876
		SP:Iteration 13Q (367.820000 sec): 3 clusters
  Score: Raw -3420862.137080 + Penalty 5012.261838 = -3415849.875242
  nChanged 662
		SP:Iteration 14Q (367.910000 sec): 3 clusters
  Score: Raw -3421373.222452 + Penalty 5012.261838 = -3416360.960614
  nChanged 469
		SP:Iteration 15Q (368.000000 sec): 3 clusters
  Score: Raw -3421727.119191 + Penalty 5012.261838 = -3416714.857353
  nChanged 316
		SP:Iteration 16Q (368.090000 sec): 3 clusters
  Score: Raw -3421962.987232 + Penalty 5012.261838 = -3416950.725394
  nChanged 199
		SP:Iteration 17Q (368.180000 sec): 3 clusters
  Score: Raw -3422097.832380 + Penalty 5012.261838 = -3417085.570542
  nChanged 132
		SP:Iteration 18Q (368.270000 sec): 3 clusters
  Score: Raw -3422191.253718 + Penalty 5012.261838 = -3417178.991880
  nChanged 95
		SP:Iteration 19Q (368.360000 sec): 3 clusters
  Score: Raw -3422260.666415 + Penalty 5012.261838 = -3417248.404577
  nChanged 69
		SP:Iteration 20F (368.460000 sec): 3 clusters
  Score: Raw -3422312.157296 + Penalty 5012.261838 = -3417299.895458
  nChanged 44
		SP:Iteration 21Q (368.540000 sec): 3 clusters
  Score: Raw -3422339.290298 + Penalty 5012.261838 = -3417327.028460
  nChanged 33
		SP:Iteration 22Q (368.620000 sec): 3 clusters
  Score: Raw -3422361.886093 + Penalty 5012.261838 = -3417349.624256
  nChanged 24
		SP:Iteration 23Q (368.700000 sec): 3 clusters
  Score: Raw -3422379.792099 + Penalty 5012.261838 = -3417367.530261
  nChanged 23
		SP:Iteration 24Q (368.780000 sec): 3 clusters
  Score: Raw -3422394.842559 + Penalty 5012.261838 = -3417382.580721
  nChanged 25
		SP:Iteration 25Q (368.860000 sec): 3 clusters
  Score: Raw -3422409.422442 + Penalty 5012.261838 = -3417397.160604
  nChanged 14
		SP:Iteration 26Q (368.940000 sec): 3 clusters
  Score: Raw -3422419.279184 + Penalty 5012.261838 = -3417407.017346
  nChanged 9
		SP:Iteration 27Q (369.020000 sec): 3 clusters
  Score: Raw -3422423.926274 + Penalty 5012.261838 = -3417411.664436
  nChanged 7
		SP:Iteration 28Q (369.100000 sec): 3 clusters
  Score: Raw -3422427.853954 + Penalty 5012.261838 = -3417415.592116
  nChanged 10
		SP:Iteration 29Q (369.180000 sec): 3 clusters
  Score: Raw -3422439.037068 + Penalty 5012.261838 = -3417426.775230
  nChanged 11
		SP:Iteration 30Q (369.250000 sec): 3 clusters
  Score: Raw -3422447.001444 + Penalty 5012.261838 = -3417434.739606
  nChanged 5
		SP:Iteration 31Q (369.330000 sec): 3 clusters
  Score: Raw -3422451.389299 + Penalty 5012.261838 = -3417439.127462
  nChanged 9
		SP:Iteration 32Q (369.410000 sec): 3 clusters
  Score: Raw -3422459.594001 + Penalty 5012.261838 = -3417447.332163
  nChanged 13
		SP:Iteration 33Q (369.480000 sec): 3 clusters
  Score: Raw -3422467.209079 + Penalty 5012.261838 = -3417454.947242
  nChanged 5
		SP:Iteration 34Q (369.560000 sec): 3 clusters
  Score: Raw -3422469.830477 + Penalty 5012.261838 = -3417457.568639
  nChanged 5
		SP:Iteration 35Q (369.640000 sec): 3 clusters
  Score: Raw -3422471.776450 + Penalty 5012.261838 = -3417459.514613
  nChanged 1
		SP:Iteration 36Q (369.710000 sec): 3 clusters
  Score: Raw -3422472.336667 + Penalty 5012.261838 = -3417460.074829
  nChanged 1
		SP:Iteration 37Q (369.790000 sec): 3 clusters
  Score: Raw -3422473.261595 + Penalty 5012.261838 = -3417460.999758
  nChanged 0
		SP:Iteration 38F (369.890000 sec): 3 clusters
  Score: Raw -3422473.261595 + Penalty 5012.261838 = -3417460.999758
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (316847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (371.490000 sec): 2 clusters
  Score: Raw -46563141.773936 + Penalty 3141.211223 = -46560000.562713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (372.790000 sec): 3 clusters
  Score: Raw -46353256.878369 + Penalty 6282.422446 = -46346974.455923
  nChanged 153425
		SP:Iteration 1F (374.100000 sec): 3 clusters
  Score: Raw -46446487.030111 + Penalty 6282.422446 = -46440204.607665
  nChanged 12318
		SP:Iteration 2Q (375.420000 sec): 3 clusters
  Score: Raw -46451157.755389 + Penalty 6282.422446 = -46444875.332942
  nChanged 16327
		SP:Iteration 3F (376.720000 sec): 3 clusters
  Score: Raw -46459694.450001 + Penalty 6282.422446 = -46453412.027555
  nChanged 20787
		SP:Iteration 4F (378.020000 sec): 3 clusters
  Score: Raw -46472579.076650 + Penalty 6282.422446 = -46466296.654204
  nChanged 22850
		SP:Iteration 5F (379.300000 sec): 3 clusters
  Score: Raw -46486863.033496 + Penalty 6282.422446 = -46480580.611050
  nChanged 21462
		SP:Iteration 6F (380.590000 sec): 3 clusters
  Score: Raw -46498985.832065 + Penalty 6282.422446 = -46492703.409619
  nChanged 18021
		SP:Iteration 7F (381.840000 sec): 3 clusters
  Score: Raw -46507879.804925 + Penalty 6282.422446 = -46501597.382479
  nChanged 14421
		SP:Iteration 8Q (383.060000 sec): 3 clusters
  Score: Raw -46514509.668733 + Penalty 6282.422446 = -46508227.246286
  nChanged 11746
		SP:Iteration 9Q (384.300000 sec): 3 clusters
  Score: Raw -46520175.266225 + Penalty 6282.422446 = -46513892.843779
  nChanged 10364
		SP:Iteration 10Q (385.530000 sec): 3 clusters
  Score: Raw -46525986.612792 + Penalty 6282.422446 = -46519704.190346
  nChanged 9790
		SP:Iteration 11Q (386.750000 sec): 3 clusters
  Score: Raw -46532293.790350 + Penalty 6282.422446 = -46526011.367904
  nChanged 9169
		SP:Iteration 12Q (387.960000 sec): 3 clusters
  Score: Raw -46538146.979639 + Penalty 6282.422446 = -46531864.557193
  nChanged 7841
		SP:Iteration 13Q (389.130000 sec): 3 clusters
  Score: Raw -46542492.848912 + Penalty 6282.422446 = -46536210.426466
  nChanged 6215
		SP:Iteration 14Q (390.270000 sec): 3 clusters
  Score: Raw -46545423.319535 + Penalty 6282.422446 = -46539140.897088
  nChanged 4922
		SP:Iteration 15Q (391.370000 sec): 3 clusters
  Score: Raw -46547614.720239 + Penalty 6282.422446 = -46541332.297793
  nChanged 4329
		SP:Iteration 16Q (392.460000 sec): 3 clusters
  Score: Raw -46549478.818968 + Penalty 6282.422446 = -46543196.396522
  nChanged 3922
		SP:Iteration 17Q (393.540000 sec): 3 clusters
  Score: Raw -46551125.313311 + Penalty 6282.422446 = -46544842.890865
  nChanged 3674
		SP:Iteration 18Q (394.600000 sec): 3 clusters
  Score: Raw -46552660.468524 + Penalty 6282.422446 = -46546378.046078
  nChanged 3496
		SP:Iteration 19Q (395.650000 sec): 3 clusters
  Score: Raw -46554107.715329 + Penalty 6282.422446 = -46547825.292883
  nChanged 3306
		SP:Iteration 20F (396.850000 sec): 3 clusters
  Score: Raw -46555479.670857 + Penalty 6282.422446 = -46549197.248411
  nChanged 3064
		SP:Iteration 21Q (397.870000 sec): 3 clusters
  Score: Raw -46556749.213405 + Penalty 6282.422446 = -46550466.790959
  nChanged 2854
		SP:Iteration 22Q (398.880000 sec): 3 clusters
  Score: Raw -46557972.604328 + Penalty 6282.422446 = -46551690.181882
  nChanged 2665
		SP:Iteration 23Q (399.880000 sec): 3 clusters
  Score: Raw -46559153.126400 + Penalty 6282.422446 = -46552870.703954
  nChanged 2461
		SP:Iteration 24Q (400.870000 sec): 3 clusters
  Score: Raw -46560197.864847 + Penalty 6282.422446 = -46553915.442401
  nChanged 2207
		SP:Iteration 25Q (401.840000 sec): 3 clusters
  Score: Raw -46561120.618783 + Penalty 6282.422446 = -46554838.196337
  nChanged 1950
		SP:Iteration 26Q (402.820000 sec): 3 clusters
  Score: Raw -46561891.742231 + Penalty 6282.422446 = -46555609.319785
  nChanged 1812
		SP:Iteration 27Q (403.780000 sec): 3 clusters
  Score: Raw -46562607.120534 + Penalty 6282.422446 = -46556324.698087
  nChanged 1632
		SP:Iteration 28Q (404.730000 sec): 3 clusters
  Score: Raw -46563172.427135 + Penalty 6282.422446 = -46556890.004688
  nChanged 1409
		SP:Iteration 29Q (405.680000 sec): 3 clusters
  Score: Raw -46563609.222031 + Penalty 6282.422446 = -46557326.799585
  nChanged 1215
		SP:Iteration 30Q (406.630000 sec): 3 clusters
  Score: Raw -46563979.389029 + Penalty 6282.422446 = -46557696.966583
  nChanged 1148
		SP:Iteration 31Q (407.570000 sec): 3 clusters
  Score: Raw -46564300.584785 + Penalty 6282.422446 = -46558018.162339
  nChanged 994
		SP:Iteration 32Q (408.500000 sec): 3 clusters
  Score: Raw -46564544.005923 + Penalty 6282.422446 = -46558261.583477
  nChanged 832
		SP:Iteration 33Q (409.430000 sec): 3 clusters
  Score: Raw -46564716.640605 + Penalty 6282.422446 = -46558434.218158
  nChanged 735
		SP:Iteration 34Q (410.360000 sec): 3 clusters
  Score: Raw -46564853.364326 + Penalty 6282.422446 = -46558570.941879
  nChanged 648
		SP:Iteration 35Q (411.280000 sec): 3 clusters
  Score: Raw -46564957.763046 + Penalty 6282.422446 = -46558675.340600
  nChanged 561
		SP:Iteration 36Q (412.200000 sec): 3 clusters
  Score: Raw -46565035.680472 + Penalty 6282.422446 = -46558753.258026
  nChanged 500
		SP:Iteration 37Q (413.120000 sec): 3 clusters
  Score: Raw -46565097.421950 + Penalty 6282.422446 = -46558814.999504
  nChanged 464
		SP:Iteration 38Q (414.050000 sec): 3 clusters
  Score: Raw -46565152.535113 + Penalty 6282.422446 = -46558870.112667
  nChanged 438
		SP:Iteration 39Q (414.970000 sec): 3 clusters
  Score: Raw -46565199.169821 + Penalty 6282.422446 = -46558916.747375
  nChanged 365
		SP:Iteration 40F (416.160000 sec): 3 clusters
  Score: Raw -46565234.665052 + Penalty 6282.422446 = -46558952.242605
  nChanged 368
		SP:Iteration 41Q (417.070000 sec): 3 clusters
  Score: Raw -46565273.498869 + Penalty 6282.422446 = -46558991.076423
  nChanged 351
		SP:Iteration 42Q (417.990000 sec): 3 clusters
  Score: Raw -46565309.229325 + Penalty 6282.422446 = -46559026.806879
  nChanged 370
		SP:Iteration 43Q (418.910000 sec): 3 clusters
  Score: Raw -46565351.341733 + Penalty 6282.422446 = -46559068.919286
  nChanged 376
		SP:Iteration 44Q (419.830000 sec): 3 clusters
  Score: Raw -46565394.818922 + Penalty 6282.422446 = -46559112.396476
  nChanged 380
		SP:Iteration 45Q (420.740000 sec): 3 clusters
  Score: Raw -46565438.783563 + Penalty 6282.422446 = -46559156.361117
  nChanged 360
		SP:Iteration 46Q (421.650000 sec): 3 clusters
  Score: Raw -46565480.274641 + Penalty 6282.422446 = -46559197.852194
  nChanged 323
		SP:Iteration 47Q (422.550000 sec): 3 clusters
  Score: Raw -46565514.963947 + Penalty 6282.422446 = -46559232.541501
  nChanged 312
		SP:Iteration 48Q (423.460000 sec): 3 clusters
  Score: Raw -46565544.240333 + Penalty 6282.422446 = -46559261.817887
  nChanged 293
		SP:Iteration 49Q (424.350000 sec): 3 clusters
  Score: Raw -46565574.025930 + Penalty 6282.422446 = -46559291.603484
  nChanged 294
		SP:Iteration 50Q (425.260000 sec): 3 clusters
  Score: Raw -46565606.441089 + Penalty 6282.422446 = -46559324.018643
  nChanged 301
		SP:Iteration 51Q (426.160000 sec): 3 clusters
  Score: Raw -46565638.901285 + Penalty 6282.422446 = -46559356.478839
  nChanged 294
		SP:Iteration 52Q (427.060000 sec): 3 clusters
  Score: Raw -46565669.594055 + Penalty 6282.422446 = -46559387.171609
  nChanged 276
		SP:Iteration 53Q (427.970000 sec): 3 clusters
  Score: Raw -46565697.590570 + Penalty 6282.422446 = -46559415.168124
  nChanged 255
		SP:Iteration 54Q (428.870000 sec): 3 clusters
  Score: Raw -46565721.135902 + Penalty 6282.422446 = -46559438.713456
  nChanged 230
		SP:Iteration 55Q (429.770000 sec): 3 clusters
  Score: Raw -46565741.936868 + Penalty 6282.422446 = -46559459.514422
  nChanged 226
		SP:Iteration 56Q (430.660000 sec): 3 clusters
  Score: Raw -46565762.750004 + Penalty 6282.422446 = -46559480.327558
  nChanged 187
		SP:Iteration 57Q (431.560000 sec): 3 clusters
  Score: Raw -46565778.752512 + Penalty 6282.422446 = -46559496.330066
  nChanged 161
		SP:Iteration 58Q (432.460000 sec): 3 clusters
  Score: Raw -46565791.456630 + Penalty 6282.422446 = -46559509.034184
  nChanged 158
		SP:Iteration 59Q (433.370000 sec): 3 clusters
  Score: Raw -46565803.990249 + Penalty 6282.422446 = -46559521.567803
  nChanged 152
		SP:Iteration 60F (434.560000 sec): 3 clusters
  Score: Raw -46565814.255374 + Penalty 6282.422446 = -46559531.832928
  nChanged 131
		SP:Iteration 61Q (435.460000 sec): 3 clusters
  Score: Raw -46565823.346411 + Penalty 6282.422446 = -46559540.923965
  nChanged 120
		SP:Iteration 62Q (436.350000 sec): 3 clusters
  Score: Raw -46565832.027112 + Penalty 6282.422446 = -46559549.604666
  nChanged 123
		SP:Iteration 63Q (437.240000 sec): 3 clusters
  Score: Raw -46565840.683210 + Penalty 6282.422446 = -46559558.260764
  nChanged 130
		SP:Iteration 64Q (438.140000 sec): 3 clusters
  Score: Raw -46565849.132709 + Penalty 6282.422446 = -46559566.710262
  nChanged 98
		SP:Iteration 65Q (439.020000 sec): 3 clusters
  Score: Raw -46565854.285637 + Penalty 6282.422446 = -46559571.863191
  nChanged 83
		SP:Iteration 66Q (439.910000 sec): 3 clusters
  Score: Raw -46565858.358234 + Penalty 6282.422446 = -46559575.935788
  nChanged 73
		SP:Iteration 67Q (440.800000 sec): 3 clusters
  Score: Raw -46565862.231626 + Penalty 6282.422446 = -46559579.809180
  nChanged 68
		SP:Iteration 68Q (441.700000 sec): 3 clusters
  Score: Raw -46565865.577518 + Penalty 6282.422446 = -46559583.155072
  nChanged 65
		SP:Iteration 69Q (442.590000 sec): 3 clusters
  Score: Raw -46565868.879899 + Penalty 6282.422446 = -46559586.457453
  nChanged 62
		SP:Iteration 70Q (443.490000 sec): 3 clusters
  Score: Raw -46565872.373465 + Penalty 6282.422446 = -46559589.951018
  nChanged 54
		SP:Iteration 71Q (444.380000 sec): 3 clusters
  Score: Raw -46565875.688566 + Penalty 6282.422446 = -46559593.266120
  nChanged 52
		SP:Iteration 72Q (445.260000 sec): 3 clusters
  Score: Raw -46565878.060542 + Penalty 6282.422446 = -46559595.638095
  nChanged 52
		SP:Iteration 73Q (446.150000 sec): 3 clusters
  Score: Raw -46565880.401952 + Penalty 6282.422446 = -46559597.979506
  nChanged 45
		SP:Iteration 74Q (447.050000 sec): 3 clusters
  Score: Raw -46565882.471839 + Penalty 6282.422446 = -46559600.049393
  nChanged 45
		SP:Iteration 75Q (447.950000 sec): 3 clusters
  Score: Raw -46565884.448838 + Penalty 6282.422446 = -46559602.026392
  nChanged 44
		SP:Iteration 76Q (448.830000 sec): 3 clusters
  Score: Raw -46565886.696127 + Penalty 6282.422446 = -46559604.273681
  nChanged 56
		SP:Iteration 77Q (449.730000 sec): 3 clusters
  Score: Raw -46565889.387679 + Penalty 6282.422446 = -46559606.965233
  nChanged 57
		SP:Iteration 78Q (450.630000 sec): 3 clusters
  Score: Raw -46565892.001787 + Penalty 6282.422446 = -46559609.579341
  nChanged 54
		SP:Iteration 79Q (451.520000 sec): 3 clusters
  Score: Raw -46565894.717175 + Penalty 6282.422446 = -46559612.294729
  nChanged 48
		SP:Iteration 80F (452.720000 sec): 3 clusters
  Score: Raw -46565897.123768 + Penalty 6282.422446 = -46559614.701322
  nChanged 43
		SP:Iteration 81Q (453.610000 sec): 3 clusters
  Score: Raw -46565899.113485 + Penalty 6282.422446 = -46559616.691039
  nChanged 41
		SP:Iteration 82Q (454.500000 sec): 3 clusters
  Score: Raw -46565900.738094 + Penalty 6282.422446 = -46559618.315648
  nChanged 38
		SP:Iteration 83Q (455.400000 sec): 3 clusters
  Score: Raw -46565902.375641 + Penalty 6282.422446 = -46559619.953195
  nChanged 34
		SP:Iteration 84Q (456.300000 sec): 3 clusters
  Score: Raw -46565904.015861 + Penalty 6282.422446 = -46559621.593414
  nChanged 37
		SP:Iteration 85Q (457.200000 sec): 3 clusters
  Score: Raw -46565905.405695 + Penalty 6282.422446 = -46559622.983249
  nChanged 32
		SP:Iteration 86Q (458.090000 sec): 3 clusters
  Score: Raw -46565906.923948 + Penalty 6282.422446 = -46559624.501502
  nChanged 36
		SP:Iteration 87Q (458.980000 sec): 3 clusters
  Score: Raw -46565908.571980 + Penalty 6282.422446 = -46559626.149534
  nChanged 38
		SP:Iteration 88Q (459.870000 sec): 3 clusters
  Score: Raw -46565910.697885 + Penalty 6282.422446 = -46559628.275438
  nChanged 39
		SP:Iteration 89Q (460.760000 sec): 3 clusters
  Score: Raw -46565912.793912 + Penalty 6282.422446 = -46559630.371465
  nChanged 50
		SP:Iteration 90Q (461.650000 sec): 3 clusters
  Score: Raw -46565915.558549 + Penalty 6282.422446 = -46559633.136102
  nChanged 51
		SP:Iteration 91Q (462.540000 sec): 3 clusters
  Score: Raw -46565918.115809 + Penalty 6282.422446 = -46559635.693363
  nChanged 44
		SP:Iteration 92Q (463.420000 sec): 3 clusters
  Score: Raw -46565920.072428 + Penalty 6282.422446 = -46559637.649982
  nChanged 27
		SP:Iteration 93Q (464.310000 sec): 3 clusters
  Score: Raw -46565921.369864 + Penalty 6282.422446 = -46559638.947418
  nChanged 29
		SP:Iteration 94Q (465.200000 sec): 3 clusters
  Score: Raw -46565922.458268 + Penalty 6282.422446 = -46559640.035822
  nChanged 28
		SP:Iteration 95Q (466.090000 sec): 3 clusters
  Score: Raw -46565923.870207 + Penalty 6282.422446 = -46559641.447761
  nChanged 36
		SP:Iteration 96Q (466.980000 sec): 3 clusters
  Score: Raw -46565925.532763 + Penalty 6282.422446 = -46559643.110316
  nChanged 39
		SP:Iteration 97Q (467.870000 sec): 3 clusters
  Score: Raw -46565927.347962 + Penalty 6282.422446 = -46559644.925516
  nChanged 41
		SP:Iteration 98Q (468.760000 sec): 3 clusters
  Score: Raw -46565929.322187 + Penalty 6282.422446 = -46559646.899740
  nChanged 33
		SP:Iteration 99Q (469.660000 sec): 3 clusters
  Score: Raw -46565931.070219 + Penalty 6282.422446 = -46559648.647773
  nChanged 37
		SP:Iteration 100F (470.860000 sec): 3 clusters
  Score: Raw -46565932.778372 + Penalty 6282.422446 = -46559650.355925
  nChanged 30
		SP:Iteration 101Q (471.730000 sec): 3 clusters
  Score: Raw -46565933.907512 + Penalty 6282.422446 = -46559651.485065
  nChanged 19
		SP:Iteration 102Q (472.620000 sec): 3 clusters
  Score: Raw -46565934.764723 + Penalty 6282.422446 = -46559652.342277
  nChanged 25
		SP:Iteration 103Q (473.510000 sec): 3 clusters
  Score: Raw -46565935.749414 + Penalty 6282.422446 = -46559653.326968
  nChanged 15
		SP:Iteration 104Q (474.400000 sec): 3 clusters
  Score: Raw -46565936.228464 + Penalty 6282.422446 = -46559653.806018
  nChanged 12
		SP:Iteration 105Q (475.290000 sec): 3 clusters
  Score: Raw -46565936.614719 + Penalty 6282.422446 = -46559654.192273
  nChanged 10
		SP:Iteration 106Q (476.180000 sec): 3 clusters
  Score: Raw -46565936.895384 + Penalty 6282.422446 = -46559654.472938
  nChanged 5
		SP:Iteration 107Q (477.060000 sec): 3 clusters
  Score: Raw -46565937.234989 + Penalty 6282.422446 = -46559654.812542
  nChanged 11
		SP:Iteration 108Q (477.950000 sec): 3 clusters
  Score: Raw -46565937.622743 + Penalty 6282.422446 = -46559655.200297
  nChanged 13
		SP:Iteration 109Q (478.840000 sec): 3 clusters
  Score: Raw -46565937.990906 + Penalty 6282.422446 = -46559655.568460
  nChanged 12
		SP:Iteration 110Q (479.730000 sec): 3 clusters
  Score: Raw -46565938.355872 + Penalty 6282.422446 = -46559655.933426
  nChanged 15
		SP:Iteration 111Q (480.620000 sec): 3 clusters
  Score: Raw -46565938.964447 + Penalty 6282.422446 = -46559656.542001
  nChanged 11
		SP:Iteration 112Q (481.510000 sec): 3 clusters
  Score: Raw -46565939.402442 + Penalty 6282.422446 = -46559656.979996
  nChanged 10
		SP:Iteration 113Q (482.400000 sec): 3 clusters
  Score: Raw -46565939.670813 + Penalty 6282.422446 = -46559657.248367
  nChanged 7
		SP:Iteration 114Q (483.290000 sec): 3 clusters
  Score: Raw -46565939.915211 + Penalty 6282.422446 = -46559657.492765
  nChanged 8
		SP:Iteration 115Q (484.180000 sec): 3 clusters
  Score: Raw -46565940.155384 + Penalty 6282.422446 = -46559657.732938
  nChanged 11
		SP:Iteration 116Q (485.070000 sec): 3 clusters
  Score: Raw -46565940.659763 + Penalty 6282.422446 = -46559658.237316
  nChanged 11
		SP:Iteration 117Q (485.960000 sec): 3 clusters
  Score: Raw -46565941.115805 + Penalty 6282.422446 = -46559658.693359
  nChanged 15
		SP:Iteration 118Q (486.850000 sec): 3 clusters
  Score: Raw -46565941.637398 + Penalty 6282.422446 = -46559659.214952
  nChanged 10
		SP:Iteration 119Q (487.730000 sec): 3 clusters
  Score: Raw -46565941.892567 + Penalty 6282.422446 = -46559659.470121
  nChanged 4
		SP:Iteration 120F (488.930000 sec): 3 clusters
  Score: Raw -46565941.997594 + Penalty 6282.422446 = -46559659.575148
  nChanged 5
		SP:Iteration 121Q (489.810000 sec): 3 clusters
  Score: Raw -46565942.176480 + Penalty 6282.422446 = -46559659.754033
  nChanged 10
		SP:Iteration 122Q (490.700000 sec): 3 clusters
  Score: Raw -46565942.477591 + Penalty 6282.422446 = -46559660.055145
  nChanged 11
		SP:Iteration 123Q (491.580000 sec): 3 clusters
  Score: Raw -46565942.812588 + Penalty 6282.422446 = -46559660.390142
  nChanged 14
		SP:Iteration 124Q (492.460000 sec): 3 clusters
  Score: Raw -46565943.376640 + Penalty 6282.422446 = -46559660.954194
  nChanged 16
		SP:Iteration 125Q (493.360000 sec): 3 clusters
  Score: Raw -46565944.058326 + Penalty 6282.422446 = -46559661.635880
  nChanged 12
		SP:Iteration 126Q (494.250000 sec): 3 clusters
  Score: Raw -46565944.500615 + Penalty 6282.422446 = -46559662.078169
  nChanged 8
		SP:Iteration 127Q (495.150000 sec): 3 clusters
  Score: Raw -46565944.759654 + Penalty 6282.422446 = -46559662.337208
  nChanged 10
		SP:Iteration 128Q (496.050000 sec): 3 clusters
  Score: Raw -46565945.180128 + Penalty 6282.422446 = -46559662.757682
  nChanged 9
		SP:Iteration 129Q (496.940000 sec): 3 clusters
  Score: Raw -46565945.528941 + Penalty 6282.422446 = -46559663.106494
  nChanged 7
		SP:Iteration 130Q (497.840000 sec): 3 clusters
  Score: Raw -46565945.903071 + Penalty 6282.422446 = -46559663.480624
  nChanged 10
		SP:Iteration 131Q (498.730000 sec): 3 clusters
  Score: Raw -46565946.269346 + Penalty 6282.422446 = -46559663.846899
  nChanged 9
		SP:Iteration 132Q (499.620000 sec): 3 clusters
  Score: Raw -46565946.782416 + Penalty 6282.422446 = -46559664.359970
  nChanged 10
		SP:Iteration 133Q (500.510000 sec): 3 clusters
  Score: Raw -46565947.324925 + Penalty 6282.422446 = -46559664.902478
  nChanged 11
		SP:Iteration 134Q (501.390000 sec): 3 clusters
  Score: Raw -46565947.906023 + Penalty 6282.422446 = -46559665.483577
  nChanged 12
		SP:Iteration 135Q (502.280000 sec): 3 clusters
  Score: Raw -46565948.402010 + Penalty 6282.422446 = -46559665.979563
  nChanged 13
		SP:Iteration 136Q (503.170000 sec): 3 clusters
  Score: Raw -46565949.035173 + Penalty 6282.422446 = -46559666.612727
  nChanged 13
		SP:Iteration 137Q (504.060000 sec): 3 clusters
  Score: Raw -46565949.757859 + Penalty 6282.422446 = -46559667.335412
  nChanged 13
		SP:Iteration 138Q (504.950000 sec): 3 clusters
  Score: Raw -46565950.248324 + Penalty 6282.422446 = -46559667.825878
  nChanged 10
		SP:Iteration 139Q (505.840000 sec): 3 clusters
  Score: Raw -46565950.559348 + Penalty 6282.422446 = -46559668.136902
  nChanged 11
		SP:Iteration 140F (507.040000 sec): 3 clusters
  Score: Raw -46565951.066721 + Penalty 6282.422446 = -46559668.644274
  nChanged 13
		SP:Iteration 141Q (507.940000 sec): 3 clusters
  Score: Raw -46565951.511836 + Penalty 6282.422446 = -46559669.089389
  nChanged 8
		SP:Iteration 142Q (508.830000 sec): 3 clusters
  Score: Raw -46565951.789417 + Penalty 6282.422446 = -46559669.366971
  nChanged 13
		SP:Iteration 143Q (509.720000 sec): 3 clusters
  Score: Raw -46565952.184550 + Penalty 6282.422446 = -46559669.762104
  nChanged 9
		SP:Iteration 144Q (510.610000 sec): 3 clusters
  Score: Raw -46565952.606027 + Penalty 6282.422446 = -46559670.183581
  nChanged 13
		SP:Iteration 145Q (511.500000 sec): 3 clusters
  Score: Raw -46565953.123494 + Penalty 6282.422446 = -46559670.701048
  nChanged 13
		SP:Iteration 146Q (512.390000 sec): 3 clusters
  Score: Raw -46565953.582814 + Penalty 6282.422446 = -46559671.160368
  nChanged 10
		SP:Iteration 147Q (513.280000 sec): 3 clusters
  Score: Raw -46565954.034440 + Penalty 6282.422446 = -46559671.611994
  nChanged 7
		SP:Iteration 148Q (514.170000 sec): 3 clusters
  Score: Raw -46565954.334628 + Penalty 6282.422446 = -46559671.912182
  nChanged 9
		SP:Iteration 149Q (515.060000 sec): 3 clusters
  Score: Raw -46565954.613313 + Penalty 6282.422446 = -46559672.190867
  nChanged 7
		SP:Iteration 150Q (515.950000 sec): 3 clusters
  Score: Raw -46565954.869644 + Penalty 6282.422446 = -46559672.447198
  nChanged 7
		SP:Iteration 151Q (516.840000 sec): 3 clusters
  Score: Raw -46565955.120718 + Penalty 6282.422446 = -46559672.698272
  nChanged 7
		SP:Iteration 152Q (517.730000 sec): 3 clusters
  Score: Raw -46565955.387793 + Penalty 6282.422446 = -46559672.965347
  nChanged 13
		SP:Iteration 153Q (518.620000 sec): 3 clusters
  Score: Raw -46565955.829020 + Penalty 6282.422446 = -46559673.406574
  nChanged 5
		SP:Iteration 154Q (519.510000 sec): 3 clusters
  Score: Raw -46565956.061295 + Penalty 6282.422446 = -46559673.638849
  nChanged 5
		SP:Iteration 155Q (520.400000 sec): 3 clusters
  Score: Raw -46565956.221268 + Penalty 6282.422446 = -46559673.798822
  nChanged 5
		SP:Iteration 156Q (521.290000 sec): 3 clusters
  Score: Raw -46565956.376608 + Penalty 6282.422446 = -46559673.954161
  nChanged 5
		SP:Iteration 157Q (522.180000 sec): 3 clusters
  Score: Raw -46565956.533609 + Penalty 6282.422446 = -46559674.111163
  nChanged 2
		SP:Iteration 158Q (523.080000 sec): 3 clusters
  Score: Raw -46565956.605982 + Penalty 6282.422446 = -46559674.183536
  nChanged 2
		SP:Iteration 159Q (523.970000 sec): 3 clusters
  Score: Raw -46565956.678410 + Penalty 6282.422446 = -46559674.255963
  nChanged 3
		SP:Iteration 160F (525.150000 sec): 3 clusters
  Score: Raw -46565956.761136 + Penalty 6282.422446 = -46559674.338690
  nChanged 2
		SP:Iteration 161Q (526.040000 sec): 3 clusters
  Score: Raw -46565956.844401 + Penalty 6282.422446 = -46559674.421955
  nChanged 1
		SP:Iteration 162Q (526.930000 sec): 3 clusters
  Score: Raw -46565956.875352 + Penalty 6282.422446 = -46559674.452906
  nChanged 0
		SP:Iteration 163F (528.120000 sec): 3 clusters
  Score: Raw -46565956.875352 + Penalty 6282.422446 = -46559674.452906
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (121806 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (528.590000 sec): 2 clusters
  Score: Raw -17728994.820269 + Penalty 2904.125854 = -17726090.694415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (529.060000 sec): 3 clusters
  Score: Raw -17650433.527057 + Penalty 5808.251707 = -17644625.275350
  nChanged 57877
		SP:Iteration 1F (529.520000 sec): 3 clusters
  Score: Raw -17683345.588440 + Penalty 5808.251707 = -17677537.336732
  nChanged 3380
		SP:Iteration 2Q (529.990000 sec): 3 clusters
  Score: Raw -17684030.626205 + Penalty 5808.251707 = -17678222.374497
  nChanged 3491
		SP:Iteration 3Q (530.470000 sec): 3 clusters
  Score: Raw -17684830.926463 + Penalty 5808.251707 = -17679022.674755
  nChanged 3739
		SP:Iteration 4Q (530.940000 sec): 3 clusters
  Score: Raw -17685805.810250 + Penalty 5808.251707 = -17679997.558542
  nChanged 4091
		SP:Iteration 5Q (531.410000 sec): 3 clusters
  Score: Raw -17687065.258069 + Penalty 5808.251707 = -17681257.006362
  nChanged 4597
		SP:Iteration 6Q (531.880000 sec): 3 clusters
  Score: Raw -17688736.001558 + Penalty 5808.251707 = -17682927.749851
  nChanged 5276
		SP:Iteration 7Q (532.360000 sec): 3 clusters
  Score: Raw -17691011.427931 + Penalty 5808.251707 = -17685203.176224
  nChanged 6068
		SP:Iteration 8Q (532.840000 sec): 3 clusters
  Score: Raw -17694098.019709 + Penalty 5808.251707 = -17688289.768001
  nChanged 6790
		SP:Iteration 9F (533.300000 sec): 3 clusters
  Score: Raw -17697975.156538 + Penalty 5808.251707 = -17692166.904831
  nChanged 7023
		SP:Iteration 10F (533.760000 sec): 3 clusters
  Score: Raw -17702137.239399 + Penalty 5808.251707 = -17696328.987691
  nChanged 6791
		SP:Iteration 11F (534.220000 sec): 3 clusters
  Score: Raw -17706159.798996 + Penalty 5808.251707 = -17700351.547288
  nChanged 6130
		SP:Iteration 12F (534.690000 sec): 3 clusters
  Score: Raw -17709545.503614 + Penalty 5808.251707 = -17703737.251906
  nChanged 5396
		SP:Iteration 13Q (535.150000 sec): 3 clusters
  Score: Raw -17712381.828915 + Penalty 5808.251707 = -17706573.577208
  nChanged 4503
		SP:Iteration 14Q (535.610000 sec): 3 clusters
  Score: Raw -17714611.125148 + Penalty 5808.251707 = -17708802.873441
  nChanged 3796
		SP:Iteration 15Q (536.070000 sec): 3 clusters
  Score: Raw -17716418.492247 + Penalty 5808.251707 = -17710610.240539
  nChanged 3257
		SP:Iteration 16Q (536.520000 sec): 3 clusters
  Score: Raw -17717940.163026 + Penalty 5808.251707 = -17712131.911319
  nChanged 2934
		SP:Iteration 17Q (536.970000 sec): 3 clusters
  Score: Raw -17719419.102258 + Penalty 5808.251707 = -17713610.850551
  nChanged 2867
		SP:Iteration 18Q (537.420000 sec): 3 clusters
  Score: Raw -17720929.432980 + Penalty 5808.251707 = -17715121.181272
  nChanged 2817
		SP:Iteration 19Q (537.870000 sec): 3 clusters
  Score: Raw -17722468.296408 + Penalty 5808.251707 = -17716660.044701
  nChanged 2793
		SP:Iteration 20F (538.330000 sec): 3 clusters
  Score: Raw -17723910.579266 + Penalty 5808.251707 = -17718102.327559
  nChanged 2639
		SP:Iteration 21Q (538.770000 sec): 3 clusters
  Score: Raw -17725182.948852 + Penalty 5808.251707 = -17719374.697145
  nChanged 2367
		SP:Iteration 22Q (539.210000 sec): 3 clusters
  Score: Raw -17726175.477193 + Penalty 5808.251707 = -17720367.225485
  nChanged 1996
		SP:Iteration 23Q (539.640000 sec): 3 clusters
  Score: Raw -17726968.999549 + Penalty 5808.251707 = -17721160.747841
  nChanged 1783
		SP:Iteration 24Q (540.080000 sec): 3 clusters
  Score: Raw -17727651.484586 + Penalty 5808.251707 = -17721843.232878
  nChanged 1610
		SP:Iteration 25Q (540.520000 sec): 3 clusters
  Score: Raw -17728161.679576 + Penalty 5808.251707 = -17722353.427869
  nChanged 1405
		SP:Iteration 26Q (540.950000 sec): 3 clusters
  Score: Raw -17728531.868764 + Penalty 5808.251707 = -17722723.617057
  nChanged 1164
		SP:Iteration 27Q (541.380000 sec): 3 clusters
  Score: Raw -17728805.646536 + Penalty 5808.251707 = -17722997.394828
  nChanged 1041
		SP:Iteration 28Q (541.810000 sec): 3 clusters
  Score: Raw -17729029.756939 + Penalty 5808.251707 = -17723221.505231
  nChanged 900
		SP:Iteration 29Q (542.240000 sec): 3 clusters
  Score: Raw -17729195.807360 + Penalty 5808.251707 = -17723387.555653
  nChanged 766
		SP:Iteration 30Q (542.670000 sec): 3 clusters
  Score: Raw -17729325.649680 + Penalty 5808.251707 = -17723517.397972
  nChanged 697
		SP:Iteration 31Q (543.100000 sec): 3 clusters
  Score: Raw -17729432.393596 + Penalty 5808.251707 = -17723624.141888
  nChanged 664
		SP:Iteration 32Q (543.530000 sec): 3 clusters
  Score: Raw -17729521.355960 + Penalty 5808.251707 = -17723713.104253
  nChanged 551
		SP:Iteration 33Q (543.950000 sec): 3 clusters
  Score: Raw -17729582.347085 + Penalty 5808.251707 = -17723774.095377
  nChanged 487
		SP:Iteration 34Q (544.380000 sec): 3 clusters
  Score: Raw -17729625.601979 + Penalty 5808.251707 = -17723817.350271
  nChanged 396
		SP:Iteration 35Q (544.800000 sec): 3 clusters
  Score: Raw -17729655.381307 + Penalty 5808.251707 = -17723847.129599
  nChanged 340
		SP:Iteration 36Q (545.220000 sec): 3 clusters
  Score: Raw -17729677.592758 + Penalty 5808.251707 = -17723869.341050
  nChanged 294
		SP:Iteration 37Q (545.650000 sec): 3 clusters
  Score: Raw -17729695.312619 + Penalty 5808.251707 = -17723887.060912
  nChanged 253
		SP:Iteration 38Q (546.070000 sec): 3 clusters
  Score: Raw -17729709.949923 + Penalty 5808.251707 = -17723901.698215
  nChanged 224
		SP:Iteration 39Q (546.490000 sec): 3 clusters
  Score: Raw -17729722.229476 + Penalty 5808.251707 = -17723913.977769
  nChanged 190
		SP:Iteration 40F (546.960000 sec): 3 clusters
  Score: Raw -17729736.099635 + Penalty 5808.251707 = -17723927.847927
  nChanged 194
		SP:Iteration 41Q (547.390000 sec): 3 clusters
  Score: Raw -17729745.573012 + Penalty 5808.251707 = -17723937.321305
  nChanged 183
		SP:Iteration 42Q (547.820000 sec): 3 clusters
  Score: Raw -17729754.503127 + Penalty 5808.251707 = -17723946.251419
  nChanged 203
		SP:Iteration 43Q (548.260000 sec): 3 clusters
  Score: Raw -17729764.937298 + Penalty 5808.251707 = -17723956.685591
  nChanged 183
		SP:Iteration 44Q (548.700000 sec): 3 clusters
  Score: Raw -17729773.200058 + Penalty 5808.251707 = -17723964.948350
  nChanged 168
		SP:Iteration 45Q (549.130000 sec): 3 clusters
  Score: Raw -17729781.188354 + Penalty 5808.251707 = -17723972.936646
  nChanged 154
		SP:Iteration 46Q (549.560000 sec): 3 clusters
  Score: Raw -17729788.491227 + Penalty 5808.251707 = -17723980.239519
  nChanged 155
		SP:Iteration 47Q (549.990000 sec): 3 clusters
  Score: Raw -17729795.517642 + Penalty 5808.251707 = -17723987.265935
  nChanged 149
		SP:Iteration 48Q (550.430000 sec): 3 clusters
  Score: Raw -17729802.022984 + Penalty 5808.251707 = -17723993.771277
  nChanged 129
		SP:Iteration 49Q (550.860000 sec): 3 clusters
  Score: Raw -17729806.443184 + Penalty 5808.251707 = -17723998.191477
  nChanged 110
		SP:Iteration 50Q (551.300000 sec): 3 clusters
  Score: Raw -17729809.910911 + Penalty 5808.251707 = -17724001.659203
  nChanged 95
		SP:Iteration 51Q (551.740000 sec): 3 clusters
  Score: Raw -17729812.525872 + Penalty 5808.251707 = -17724004.274165
  nChanged 74
		SP:Iteration 52Q (552.170000 sec): 3 clusters
  Score: Raw -17729814.334917 + Penalty 5808.251707 = -17724006.083210
  nChanged 70
		SP:Iteration 53Q (552.610000 sec): 3 clusters
  Score: Raw -17729815.840457 + Penalty 5808.251707 = -17724007.588750
  nChanged 53
		SP:Iteration 54Q (553.040000 sec): 3 clusters
  Score: Raw -17729816.886351 + Penalty 5808.251707 = -17724008.634643
  nChanged 53
		SP:Iteration 55Q (553.470000 sec): 3 clusters
  Score: Raw -17729818.053800 + Penalty 5808.251707 = -17724009.802092
  nChanged 53
		SP:Iteration 56Q (553.910000 sec): 3 clusters
  Score: Raw -17729819.365038 + Penalty 5808.251707 = -17724011.113330
  nChanged 46
		SP:Iteration 57Q (554.340000 sec): 3 clusters
  Score: Raw -17729820.664664 + Penalty 5808.251707 = -17724012.412956
  nChanged 46
		SP:Iteration 58Q (554.770000 sec): 3 clusters
  Score: Raw -17729821.956900 + Penalty 5808.251707 = -17724013.705192
  nChanged 48
		SP:Iteration 59Q (555.210000 sec): 3 clusters
  Score: Raw -17729823.223908 + Penalty 5808.251707 = -17724014.972200
  nChanged 45
		SP:Iteration 60F (555.670000 sec): 3 clusters
  Score: Raw -17729824.216736 + Penalty 5808.251707 = -17724015.965028
  nChanged 40
		SP:Iteration 61Q (556.110000 sec): 3 clusters
  Score: Raw -17729825.006767 + Penalty 5808.251707 = -17724016.755060
  nChanged 37
		SP:Iteration 62Q (556.550000 sec): 3 clusters
  Score: Raw -17729825.757417 + Penalty 5808.251707 = -17724017.505709
  nChanged 32
		SP:Iteration 63Q (556.980000 sec): 3 clusters
  Score: Raw -17729826.340538 + Penalty 5808.251707 = -17724018.088831
  nChanged 25
		SP:Iteration 64Q (557.410000 sec): 3 clusters
  Score: Raw -17729826.816499 + Penalty 5808.251707 = -17724018.564791
  nChanged 26
		SP:Iteration 65Q (557.850000 sec): 3 clusters
  Score: Raw -17729827.243687 + Penalty 5808.251707 = -17724018.991980
  nChanged 22
		SP:Iteration 66Q (558.280000 sec): 3 clusters
  Score: Raw -17729827.517084 + Penalty 5808.251707 = -17724019.265377
  nChanged 11
		SP:Iteration 67Q (558.720000 sec): 3 clusters
  Score: Raw -17729827.733236 + Penalty 5808.251707 = -17724019.481529
  nChanged 13
		SP:Iteration 68Q (559.150000 sec): 3 clusters
  Score: Raw -17729827.991146 + Penalty 5808.251707 = -17724019.739438
  nChanged 13
		SP:Iteration 69Q (559.590000 sec): 3 clusters
  Score: Raw -17729828.189840 + Penalty 5808.251707 = -17724019.938133
  nChanged 16
		SP:Iteration 70Q (560.020000 sec): 3 clusters
  Score: Raw -17729828.474643 + Penalty 5808.251707 = -17724020.222936
  nChanged 17
		SP:Iteration 71Q (560.460000 sec): 3 clusters
  Score: Raw -17729828.776259 + Penalty 5808.251707 = -17724020.524552
  nChanged 16
		SP:Iteration 72Q (560.890000 sec): 3 clusters
  Score: Raw -17729829.013342 + Penalty 5808.251707 = -17724020.761634
  nChanged 14
		SP:Iteration 73Q (561.330000 sec): 3 clusters
  Score: Raw -17729829.217574 + Penalty 5808.251707 = -17724020.965866
  nChanged 12
		SP:Iteration 74Q (561.760000 sec): 3 clusters
  Score: Raw -17729829.464785 + Penalty 5808.251707 = -17724021.213077
  nChanged 18
		SP:Iteration 75Q (562.200000 sec): 3 clusters
  Score: Raw -17729829.881418 + Penalty 5808.251707 = -17724021.629711
  nChanged 20
		SP:Iteration 76Q (562.640000 sec): 3 clusters
  Score: Raw -17729830.283526 + Penalty 5808.251707 = -17724022.031818
  nChanged 25
		SP:Iteration 77Q (563.070000 sec): 3 clusters
  Score: Raw -17729830.766265 + Penalty 5808.251707 = -17724022.514558
  nChanged 22
		SP:Iteration 78Q (563.510000 sec): 3 clusters
  Score: Raw -17729831.156484 + Penalty 5808.251707 = -17724022.904777
  nChanged 20
		SP:Iteration 79Q (563.940000 sec): 3 clusters
  Score: Raw -17729831.453461 + Penalty 5808.251707 = -17724023.201754
  nChanged 16
		SP:Iteration 80F (564.400000 sec): 3 clusters
  Score: Raw -17729831.644742 + Penalty 5808.251707 = -17724023.393034
  nChanged 13
		SP:Iteration 81Q (564.840000 sec): 3 clusters
  Score: Raw -17729831.783571 + Penalty 5808.251707 = -17724023.531864
  nChanged 7
		SP:Iteration 82Q (565.270000 sec): 3 clusters
  Score: Raw -17729831.870539 + Penalty 5808.251707 = -17724023.618831
  nChanged 8
		SP:Iteration 83Q (565.710000 sec): 3 clusters
  Score: Raw -17729831.976529 + Penalty 5808.251707 = -17724023.724821
  nChanged 10
		SP:Iteration 84Q (566.140000 sec): 3 clusters
  Score: Raw -17729832.147156 + Penalty 5808.251707 = -17724023.895449
  nChanged 12
		SP:Iteration 85Q (566.580000 sec): 3 clusters
  Score: Raw -17729832.369196 + Penalty 5808.251707 = -17724024.117488
  nChanged 11
		SP:Iteration 86Q (567.020000 sec): 3 clusters
  Score: Raw -17729832.514929 + Penalty 5808.251707 = -17724024.263221
  nChanged 10
		SP:Iteration 87Q (567.450000 sec): 3 clusters
  Score: Raw -17729832.647275 + Penalty 5808.251707 = -17724024.395567
  nChanged 13
		SP:Iteration 88Q (567.890000 sec): 3 clusters
  Score: Raw -17729832.794548 + Penalty 5808.251707 = -17724024.542840
  nChanged 10
		SP:Iteration 89Q (568.320000 sec): 3 clusters
  Score: Raw -17729832.897850 + Penalty 5808.251707 = -17724024.646143
  nChanged 6
		SP:Iteration 90Q (568.760000 sec): 3 clusters
  Score: Raw -17729832.978677 + Penalty 5808.251707 = -17724024.726969
  nChanged 5
		SP:Iteration 91Q (569.190000 sec): 3 clusters
  Score: Raw -17729833.028332 + Penalty 5808.251707 = -17724024.776625
  nChanged 6
		SP:Iteration 92Q (569.630000 sec): 3 clusters
  Score: Raw -17729833.077578 + Penalty 5808.251707 = -17724024.825870
  nChanged 6
		SP:Iteration 93Q (570.070000 sec): 3 clusters
  Score: Raw -17729833.176197 + Penalty 5808.251707 = -17724024.924490
  nChanged 7
		SP:Iteration 94Q (570.500000 sec): 3 clusters
  Score: Raw -17729833.280474 + Penalty 5808.251707 = -17724025.028766
  nChanged 5
		SP:Iteration 95Q (570.940000 sec): 3 clusters
  Score: Raw -17729833.355528 + Penalty 5808.251707 = -17724025.103820
  nChanged 5
		SP:Iteration 96Q (571.370000 sec): 3 clusters
  Score: Raw -17729833.442117 + Penalty 5808.251707 = -17724025.190409
  nChanged 1
		SP:Iteration 97Q (571.800000 sec): 3 clusters
  Score: Raw -17729833.466471 + Penalty 5808.251707 = -17724025.214763
  nChanged 1
		SP:Iteration 98Q (572.230000 sec): 3 clusters
  Score: Raw -17729833.478016 + Penalty 5808.251707 = -17724025.226308
  nChanged 3
		SP:Iteration 99Q (572.670000 sec): 3 clusters
  Score: Raw -17729833.505160 + Penalty 5808.251707 = -17724025.253453
  nChanged 0
		SP:Iteration 100F (573.130000 sec): 3 clusters
  Score: Raw -17729833.505160 + Penalty 5808.251707 = -17724025.253453
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (17754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (573.240000 sec): 2 clusters
  Score: Raw -2677111.127791 + Penalty 2426.522798 = -2674684.604993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (573.300000 sec): 3 clusters
  Score: Raw -2666946.952721 + Penalty 4853.045596 = -2662093.907125
  nChanged 7787
		SP:Iteration 1F (573.370000 sec): 3 clusters
  Score: Raw -2671071.433821 + Penalty 4853.045596 = -2666218.388225
  nChanged 994
		SP:Iteration 2F (573.430000 sec): 3 clusters
  Score: Raw -2671518.730736 + Penalty 4853.045596 = -2666665.685140
  nChanged 907
		SP:Iteration 3F (573.490000 sec): 3 clusters
  Score: Raw -2671914.088464 + Penalty 4853.045596 = -2667061.042868
  nChanged 804
		SP:Iteration 4Q (573.560000 sec): 3 clusters
  Score: Raw -2672305.804589 + Penalty 4853.045596 = -2667452.758992
  nChanged 805
		SP:Iteration 5Q (573.630000 sec): 3 clusters
  Score: Raw -2672775.583382 + Penalty 4853.045596 = -2667922.537786
  nChanged 843
		SP:Iteration 6Q (573.700000 sec): 3 clusters
  Score: Raw -2673265.627126 + Penalty 4853.045596 = -2668412.581530
  nChanged 869
		SP:Iteration 7Q (573.760000 sec): 3 clusters
  Score: Raw -2673832.646636 + Penalty 4853.045596 = -2668979.601040
  nChanged 923
		SP:Iteration 8F (573.820000 sec): 3 clusters
  Score: Raw -2674429.090207 + Penalty 4853.045596 = -2669576.044611
  nChanged 920
		SP:Iteration 9F (573.890000 sec): 3 clusters
  Score: Raw -2675046.607595 + Penalty 4853.045596 = -2670193.561999
  nChanged 826
		SP:Iteration 10Q (573.950000 sec): 3 clusters
  Score: Raw -2675613.630161 + Penalty 4853.045596 = -2670760.584565
  nChanged 723
		SP:Iteration 11Q (574.020000 sec): 3 clusters
  Score: Raw -2676116.171335 + Penalty 4853.045596 = -2671263.125739
  nChanged 620
		SP:Iteration 12Q (574.080000 sec): 3 clusters
  Score: Raw -2676512.448643 + Penalty 4853.045596 = -2671659.403047
  nChanged 502
		SP:Iteration 13Q (574.140000 sec): 3 clusters
  Score: Raw -2676785.869899 + Penalty 4853.045596 = -2671932.824302
  nChanged 368
		SP:Iteration 14Q (574.200000 sec): 3 clusters
  Score: Raw -2676963.313829 + Penalty 4853.045596 = -2672110.268232
  nChanged 285
		SP:Iteration 15Q (574.260000 sec): 3 clusters
  Score: Raw -2677087.337417 + Penalty 4853.045596 = -2672234.291821
  nChanged 237
		SP:Iteration 16Q (574.330000 sec): 3 clusters
  Score: Raw -2677190.552227 + Penalty 4853.045596 = -2672337.506631
  nChanged 217
		SP:Iteration 17Q (574.380000 sec): 3 clusters
  Score: Raw -2677273.774789 + Penalty 4853.045596 = -2672420.729193
  nChanged 169
		SP:Iteration 18Q (574.440000 sec): 3 clusters
  Score: Raw -2677331.750636 + Penalty 4853.045596 = -2672478.705040
  nChanged 134
		SP:Iteration 19Q (574.500000 sec): 3 clusters
  Score: Raw -2677374.268089 + Penalty 4853.045596 = -2672521.222493
  nChanged 117
		SP:Iteration 20F (574.570000 sec): 3 clusters
  Score: Raw -2677410.878292 + Penalty 4853.045596 = -2672557.832695
  nChanged 99
		SP:Iteration 21Q (574.620000 sec): 3 clusters
  Score: Raw -2677435.082940 + Penalty 4853.045596 = -2672582.037344
  nChanged 82
		SP:Iteration 22Q (574.680000 sec): 3 clusters
  Score: Raw -2677454.849279 + Penalty 4853.045596 = -2672601.803682
  nChanged 83
		SP:Iteration 23Q (574.740000 sec): 3 clusters
  Score: Raw -2677474.471722 + Penalty 4853.045596 = -2672621.426126
  nChanged 91
		SP:Iteration 24Q (574.800000 sec): 3 clusters
  Score: Raw -2677498.871935 + Penalty 4853.045596 = -2672645.826339
  nChanged 82
		SP:Iteration 25Q (574.850000 sec): 3 clusters
  Score: Raw -2677517.136901 + Penalty 4853.045596 = -2672664.091304
  nChanged 69
		SP:Iteration 26Q (574.910000 sec): 3 clusters
  Score: Raw -2677529.764117 + Penalty 4853.045596 = -2672676.718521
  nChanged 45
		SP:Iteration 27Q (574.960000 sec): 3 clusters
  Score: Raw -2677538.140500 + Penalty 4853.045596 = -2672685.094903
  nChanged 34
		SP:Iteration 28Q (575.020000 sec): 3 clusters
  Score: Raw -2677544.238718 + Penalty 4853.045596 = -2672691.193122
  nChanged 39
		SP:Iteration 29Q (575.080000 sec): 3 clusters
  Score: Raw -2677550.635490 + Penalty 4853.045596 = -2672697.589894
  nChanged 31
		SP:Iteration 30Q (575.130000 sec): 3 clusters
  Score: Raw -2677556.347483 + Penalty 4853.045596 = -2672703.301887
  nChanged 27
		SP:Iteration 31Q (575.190000 sec): 3 clusters
  Score: Raw -2677560.991120 + Penalty 4853.045596 = -2672707.945523
  nChanged 26
		SP:Iteration 32Q (575.240000 sec): 3 clusters
  Score: Raw -2677564.879454 + Penalty 4853.045596 = -2672711.833858
  nChanged 24
		SP:Iteration 33Q (575.300000 sec): 3 clusters
  Score: Raw -2677568.219503 + Penalty 4853.045596 = -2672715.173906
  nChanged 23
		SP:Iteration 34Q (575.360000 sec): 3 clusters
  Score: Raw -2677571.806700 + Penalty 4853.045596 = -2672718.761104
  nChanged 17
		SP:Iteration 35Q (575.410000 sec): 3 clusters
  Score: Raw -2677574.780436 + Penalty 4853.045596 = -2672721.734839
  nChanged 22
		SP:Iteration 36Q (575.460000 sec): 3 clusters
  Score: Raw -2677578.123710 + Penalty 4853.045596 = -2672725.078113
  nChanged 19
		SP:Iteration 37Q (575.520000 sec): 3 clusters
  Score: Raw -2677581.255895 + Penalty 4853.045596 = -2672728.210299
  nChanged 12
		SP:Iteration 38Q (575.580000 sec): 3 clusters
  Score: Raw -2677582.980868 + Penalty 4853.045596 = -2672729.935272
  nChanged 11
		SP:Iteration 39Q (575.630000 sec): 3 clusters
  Score: Raw -2677584.501760 + Penalty 4853.045596 = -2672731.456164
  nChanged 7
		SP:Iteration 40F (575.700000 sec): 3 clusters
  Score: Raw -2677585.479590 + Penalty 4853.045596 = -2672732.433993
  nChanged 5
		SP:Iteration 41Q (575.750000 sec): 3 clusters
  Score: Raw -2677586.030021 + Penalty 4853.045596 = -2672732.984425
  nChanged 4
		SP:Iteration 42Q (575.810000 sec): 3 clusters
  Score: Raw -2677586.901173 + Penalty 4853.045596 = -2672733.855577
  nChanged 6
		SP:Iteration 43Q (575.860000 sec): 3 clusters
  Score: Raw -2677587.679320 + Penalty 4853.045596 = -2672734.633724
  nChanged 5
		SP:Iteration 44Q (575.920000 sec): 3 clusters
  Score: Raw -2677588.557884 + Penalty 4853.045596 = -2672735.512287
  nChanged 7
		SP:Iteration 45Q (575.970000 sec): 3 clusters
  Score: Raw -2677589.415895 + Penalty 4853.045596 = -2672736.370299
  nChanged 3
		SP:Iteration 46Q (576.030000 sec): 3 clusters
  Score: Raw -2677589.669420 + Penalty 4853.045596 = -2672736.623824
  nChanged 2
		SP:Iteration 47Q (576.080000 sec): 3 clusters
  Score: Raw -2677589.897577 + Penalty 4853.045596 = -2672736.851981
  nChanged 3
		SP:Iteration 48Q (576.140000 sec): 3 clusters
  Score: Raw -2677590.239952 + Penalty 4853.045596 = -2672737.194356
  nChanged 1
		SP:Iteration 49Q (576.200000 sec): 3 clusters
  Score: Raw -2677590.399528 + Penalty 4853.045596 = -2672737.353932
  nChanged 2
		SP:Iteration 50Q (576.250000 sec): 3 clusters
  Score: Raw -2677590.680607 + Penalty 4853.045596 = -2672737.635011
  nChanged 3
		SP:Iteration 51Q (576.300000 sec): 3 clusters
  Score: Raw -2677590.930883 + Penalty 4853.045596 = -2672737.885287
  nChanged 0
		SP:Iteration 52F (576.370000 sec): 3 clusters
  Score: Raw -2677590.930883 + Penalty 4853.045596 = -2672737.885287
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (8108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (576.400000 sec): 2 clusters
  Score: Raw -1148582.462282 + Penalty 2232.150414 = -1146350.311868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (576.430000 sec): 3 clusters
  Score: Raw -1144394.039099 + Penalty 4464.300828 = -1139929.738272
  nChanged 3278
		SP:Iteration 1F (576.460000 sec): 3 clusters
  Score: Raw -1146212.503152 + Penalty 4464.300828 = -1141748.202324
  nChanged 526
		SP:Iteration 2F (576.490000 sec): 3 clusters
  Score: Raw -1146506.745780 + Penalty 4464.300828 = -1142042.444953
  nChanged 419
		SP:Iteration 3F (576.520000 sec): 3 clusters
  Score: Raw -1146711.629413 + Penalty 4464.300828 = -1142247.328585
  nChanged 309
		SP:Iteration 4Q (576.550000 sec): 3 clusters
  Score: Raw -1146856.463754 + Penalty 4464.300828 = -1142392.162926
  nChanged 288
		SP:Iteration 5Q (576.580000 sec): 3 clusters
  Score: Raw -1147008.912079 + Penalty 4464.300828 = -1142544.611252
  nChanged 294
		SP:Iteration 6Q (576.610000 sec): 3 clusters
  Score: Raw -1147167.871315 + Penalty 4464.300828 = -1142703.570488
  nChanged 295
		SP:Iteration 7Q (576.640000 sec): 3 clusters
  Score: Raw -1147341.133813 + Penalty 4464.300828 = -1142876.832985
  nChanged 296
		SP:Iteration 8Q (576.670000 sec): 3 clusters
  Score: Raw -1147525.624012 + Penalty 4464.300828 = -1143061.323184
  nChanged 277
		SP:Iteration 9Q (576.700000 sec): 3 clusters
  Score: Raw -1147710.116162 + Penalty 4464.300828 = -1143245.815334
  nChanged 282
		SP:Iteration 10Q (576.720000 sec): 3 clusters
  Score: Raw -1147912.048845 + Penalty 4464.300828 = -1143447.748017
  nChanged 291
		SP:Iteration 11Q (576.750000 sec): 3 clusters
  Score: Raw -1148148.721251 + Penalty 4464.300828 = -1143684.420423
  nChanged 275
		SP:Iteration 12Q (576.780000 sec): 3 clusters
  Score: Raw -1148370.212639 + Penalty 4464.300828 = -1143905.911811
  nChanged 246
		SP:Iteration 13Q (576.810000 sec): 3 clusters
  Score: Raw -1148580.481976 + Penalty 4464.300828 = -1144116.181148
  nChanged 226
		SP:Iteration 14Q (576.840000 sec): 3 clusters
  Score: Raw -1148782.918388 + Penalty 4464.300828 = -1144318.617561
  nChanged 178
		SP:Iteration 15Q (576.860000 sec): 3 clusters
  Score: Raw -1148944.215112 + Penalty 4464.300828 = -1144479.914284
  nChanged 174
		SP:Iteration 16Q (576.890000 sec): 3 clusters
  Score: Raw -1149117.234292 + Penalty 4464.300828 = -1144652.933464
  nChanged 155
		SP:Iteration 17Q (576.920000 sec): 3 clusters
  Score: Raw -1149260.247078 + Penalty 4464.300828 = -1144795.946250
  nChanged 121
		SP:Iteration 18Q (576.940000 sec): 3 clusters
  Score: Raw -1149370.512756 + Penalty 4464.300828 = -1144906.211928
  nChanged 109
		SP:Iteration 19Q (576.970000 sec): 3 clusters
  Score: Raw -1149487.683965 + Penalty 4464.300828 = -1145023.383138
  nChanged 137
		SP:Iteration 20F (577.000000 sec): 3 clusters
  Score: Raw -1149583.068869 + Penalty 4464.300828 = -1145118.768042
  nChanged 101
		SP:Iteration 21Q (577.020000 sec): 3 clusters
  Score: Raw -1149646.885797 + Penalty 4464.300828 = -1145182.584969
  nChanged 64
		SP:Iteration 22Q (577.050000 sec): 3 clusters
  Score: Raw -1149678.283994 + Penalty 4464.300828 = -1145213.983166
  nChanged 46
		SP:Iteration 23Q (577.070000 sec): 3 clusters
  Score: Raw -1149699.460477 + Penalty 4464.300828 = -1145235.159649
  nChanged 38
		SP:Iteration 24Q (577.100000 sec): 3 clusters
  Score: Raw -1149711.825038 + Penalty 4464.300828 = -1145247.524210
  nChanged 21
		SP:Iteration 25Q (577.120000 sec): 3 clusters
  Score: Raw -1149720.604526 + Penalty 4464.300828 = -1145256.303698
  nChanged 13
		SP:Iteration 26Q (577.150000 sec): 3 clusters
  Score: Raw -1149724.407066 + Penalty 4464.300828 = -1145260.106239
  nChanged 16
		SP:Iteration 27Q (577.170000 sec): 3 clusters
  Score: Raw -1149729.730501 + Penalty 4464.300828 = -1145265.429673
  nChanged 11
		SP:Iteration 28Q (577.200000 sec): 3 clusters
  Score: Raw -1149733.465655 + Penalty 4464.300828 = -1145269.164828
  nChanged 8
		SP:Iteration 29Q (577.220000 sec): 3 clusters
  Score: Raw -1149735.653165 + Penalty 4464.300828 = -1145271.352337
  nChanged 5
		SP:Iteration 30Q (577.240000 sec): 3 clusters
  Score: Raw -1149737.104044 + Penalty 4464.300828 = -1145272.803216
  nChanged 3
		SP:Iteration 31Q (577.270000 sec): 3 clusters
  Score: Raw -1149738.062702 + Penalty 4464.300828 = -1145273.761874
  nChanged 2
		SP:Iteration 32Q (577.300000 sec): 3 clusters
  Score: Raw -1149738.776348 + Penalty 4464.300828 = -1145274.475520
  nChanged 3
		SP:Iteration 33Q (577.320000 sec): 3 clusters
  Score: Raw -1149739.863631 + Penalty 4464.300828 = -1145275.562803
  nChanged 4
		SP:Iteration 34Q (577.340000 sec): 3 clusters
  Score: Raw -1149740.906309 + Penalty 4464.300828 = -1145276.605481
  nChanged 3
		SP:Iteration 35Q (577.370000 sec): 3 clusters
  Score: Raw -1149742.044701 + Penalty 4464.300828 = -1145277.743873
  nChanged 3
		SP:Iteration 36Q (577.390000 sec): 3 clusters
  Score: Raw -1149742.694331 + Penalty 4464.300828 = -1145278.393503
  nChanged 1
		SP:Iteration 37Q (577.420000 sec): 3 clusters
  Score: Raw -1149742.871757 + Penalty 4464.300828 = -1145278.570930
  nChanged 0
		SP:Iteration 38F (577.450000 sec): 3 clusters
  Score: Raw -1149742.871757 + Penalty 4464.300828 = -1145278.570930
  nChanged 0
Iteration 20F (601.380000 sec): 22 clusters
  Score: Raw -117467146.010613 + Penalty 70868.408463 = -117396277.602150
  nChanged 13151
Iteration 21Q (609.330000 sec): 22 clusters
  Score: Raw -117480321.324480 + Penalty 70868.408463 = -117409452.916016
  nChanged 10091
Iteration 22Q (616.910000 sec): 22 clusters
  Score: Raw -117483520.126695 + Penalty 70868.408463 = -117412651.718232
  nChanged 8773
Iteration 23Q (624.380000 sec): 22 clusters
  Score: Raw -117485724.769856 + Penalty 70868.408463 = -117414856.361393
  nChanged 7731
Iteration 24Q (631.830000 sec): 22 clusters
  Score: Raw -117487354.244498 + Penalty 70868.408463 = -117416485.836035
  nChanged 6807
Iteration 25Q (639.250000 sec): 22 clusters
  Score: Raw -117488689.719103 + Penalty 70868.408463 = -117417821.310640
  nChanged 6238
Iteration 26Q (646.640000 sec): 22 clusters
  Score: Raw -117489996.137717 + Penalty 70868.408463 = -117419127.729253
  nChanged 5758
Iteration 27Q (654.040000 sec): 22 clusters
  Score: Raw -117491083.150551 + Penalty 70868.408463 = -117420214.742088
  nChanged 5351
Iteration 28Q (661.420000 sec): 22 clusters
  Score: Raw -117491914.371092 + Penalty 70868.408463 = -117421045.962629
  nChanged 5013
Iteration 29Q (668.770000 sec): 22 clusters
  Score: Raw -117492657.884777 + Penalty 70868.408463 = -117421789.476314
  nChanged 4796
Iteration 30Q (676.110000 sec): 22 clusters
  Score: Raw -117493310.571121 + Penalty 70868.408463 = -117422442.162657
  nChanged 4591
Iteration 31Q (683.420000 sec): 22 clusters
  Score: Raw -117493896.317894 + Penalty 70868.408463 = -117423027.909430
  nChanged 4358
Iteration 32Q (690.720000 sec): 22 clusters
  Score: Raw -117494445.958750 + Penalty 70868.408463 = -117423577.550286
  nChanged 4220
Iteration 33Q (698.040000 sec): 22 clusters
  Score: Raw -117494961.984438 + Penalty 70868.408463 = -117424093.575975
  nChanged 4065
Iteration 34Q (705.380000 sec): 22 clusters
  Score: Raw -117495451.103215 + Penalty 70868.408463 = -117424582.694752
  nChanged 3974
Iteration 35Q (712.680000 sec): 22 clusters
  Score: Raw -117495932.318738 + Penalty 70868.408463 = -117425063.910275
  nChanged 3886
Iteration 36Q (719.970000 sec): 22 clusters
  Score: Raw -117496404.769275 + Penalty 70868.408463 = -117425536.360812
  nChanged 3802
Iteration 37Q (727.250000 sec): 22 clusters
  Score: Raw -117496850.294640 + Penalty 70868.408463 = -117425981.886177
  nChanged 3701
Iteration 38Q (734.540000 sec): 22 clusters
  Score: Raw -117497257.209101 + Penalty 70868.408463 = -117426388.800638
  nChanged 3654
Iteration 39Q (741.800000 sec): 22 clusters
  Score: Raw -117497645.721851 + Penalty 70868.408463 = -117426777.313388
  nChanged 3628
Iteration 40F (765.570000 sec): 22 clusters
  Score: Raw -117503501.555366 + Penalty 70868.408463 = -117432633.146903
  nChanged 3920
Iteration 41Q (773.160000 sec): 22 clusters
  Score: Raw -117508333.066499 + Penalty 70868.408463 = -117437464.658036
  nChanged 3826
Iteration 42Q (780.750000 sec): 22 clusters
  Score: Raw -117509235.778553 + Penalty 70868.408463 = -117438367.370090
  nChanged 3771
Iteration 43Q (788.300000 sec): 22 clusters
  Score: Raw -117509967.189150 + Penalty 70868.408463 = -117439098.780687
  nChanged 3975
Iteration 44Q (795.890000 sec): 22 clusters
  Score: Raw -117510519.043151 + Penalty 70868.408463 = -117439650.634688
  nChanged 4026
Iteration 45Q (803.430000 sec): 22 clusters
  Score: Raw -117511203.263135 + Penalty 70868.408463 = -117440334.854672
  nChanged 3999
Iteration 46Q (810.980000 sec): 22 clusters
  Score: Raw -117511909.685521 + Penalty 70868.408463 = -117441041.277057
  nChanged 3996
Iteration 47Q (818.520000 sec): 22 clusters
  Score: Raw -117512618.958021 + Penalty 70868.408463 = -117441750.549557
  nChanged 3971
Iteration 48Q (826.050000 sec): 22 clusters
  Score: Raw -117513507.374515 + Penalty 70868.408463 = -117442638.966052
  nChanged 4014
Iteration 49Q (833.580000 sec): 22 clusters
  Score: Raw -117513885.656062 + Penalty 70868.408463 = -117443017.247599
  nChanged 4013
Iteration 50Q (841.100000 sec): 22 clusters
  Score: Raw -117514245.912503 + Penalty 70868.408463 = -117443377.504040
  nChanged 4179
Iteration 51Q (848.620000 sec): 22 clusters
  Score: Raw -117514622.420394 + Penalty 70868.408463 = -117443754.011931
  nChanged 4231
Iteration 52Q (856.130000 sec): 22 clusters
  Score: Raw -117515019.218435 + Penalty 70868.408463 = -117444150.809972
  nChanged 4440
Iteration 53Q (863.640000 sec): 22 clusters
  Score: Raw -117515453.117096 + Penalty 70868.408463 = -117444584.708633
  nChanged 4599
Iteration 54Q (871.150000 sec): 22 clusters
  Score: Raw -117515938.834778 + Penalty 70868.408463 = -117445070.426314
  nChanged 4983
Iteration 55Q (878.670000 sec): 22 clusters
  Score: Raw -117516514.705281 + Penalty 70868.408463 = -117445646.296818
  nChanged 5408
Iteration 56Q (886.220000 sec): 22 clusters
  Score: Raw -117517221.106149 + Penalty 70868.408463 = -117446352.697685
  nChanged 5893
Iteration 57Q (893.760000 sec): 22 clusters
  Score: Raw -117518076.207016 + Penalty 70868.408463 = -117447207.798553
  nChanged 6478
Iteration 58Q (901.300000 sec): 22 clusters
  Score: Raw -117519123.596388 + Penalty 70868.408463 = -117448255.187924
  nChanged 7103
Writing temp clu file 
Because OldScore, -117447207.798553, is greater than current (better) Score,-117448255.187924 
 Compute initial score before splitting:   Score: Raw -117519123.596388 + Penalty 70868.408463 = -117448255.187924
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (1300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.460000 sec): 2 clusters
  Score: Raw -189433.906082 + Penalty 1778.189647 = -187655.716435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.470000 sec): 3 clusters
  Score: Raw -189023.702042 + Penalty 3556.379294 = -185467.322748
  nChanged 362
		SP:Iteration 1F (901.480000 sec): 3 clusters
  Score: Raw -189325.263470 + Penalty 3556.379294 = -185768.884176
  nChanged 84
		SP:Iteration 2F (901.480000 sec): 3 clusters
  Score: Raw -189411.472400 + Penalty 3556.379294 = -185855.093106
  nChanged 40
		SP:Iteration 3Q (901.480000 sec): 3 clusters
  Score: Raw -189453.589720 + Penalty 3556.379294 = -185897.210426
  nChanged 24
		SP:Iteration 4Q (901.490000 sec): 3 clusters
  Score: Raw -189484.640767 + Penalty 3556.379294 = -185928.261473
  nChanged 18
		SP:Iteration 5Q (901.500000 sec): 3 clusters
  Score: Raw -189504.428618 + Penalty 3556.379294 = -185948.049324
  nChanged 13
		SP:Iteration 6Q (901.500000 sec): 3 clusters
  Score: Raw -189521.789684 + Penalty 3556.379294 = -185965.410390
  nChanged 20
		SP:Iteration 7Q (901.500000 sec): 3 clusters
  Score: Raw -189539.324066 + Penalty 3556.379294 = -185982.944772
  nChanged 9
		SP:Iteration 8Q (901.510000 sec): 3 clusters
  Score: Raw -189548.663909 + Penalty 3556.379294 = -185992.284616
  nChanged 11
		SP:Iteration 9Q (901.520000 sec): 3 clusters
  Score: Raw -189558.763303 + Penalty 3556.379294 = -186002.384010
  nChanged 13
		SP:Iteration 10Q (901.520000 sec): 3 clusters
  Score: Raw -189570.255187 + Penalty 3556.379294 = -186013.875893
  nChanged 12
		SP:Iteration 11Q (901.520000 sec): 3 clusters
  Score: Raw -189581.442520 + Penalty 3556.379294 = -186025.063226
  nChanged 11
		SP:Iteration 12Q (901.530000 sec): 3 clusters
  Score: Raw -189593.036681 + Penalty 3556.379294 = -186036.657387
  nChanged 8
		SP:Iteration 13Q (901.540000 sec): 3 clusters
  Score: Raw -189598.774900 + Penalty 3556.379294 = -186042.395607
  nChanged 5
		SP:Iteration 14Q (901.540000 sec): 3 clusters
  Score: Raw -189603.066750 + Penalty 3556.379294 = -186046.687457
  nChanged 5
		SP:Iteration 15Q (901.550000 sec): 3 clusters
  Score: Raw -189608.925555 + Penalty 3556.379294 = -186052.546261
  nChanged 5
		SP:Iteration 16Q (901.550000 sec): 3 clusters
  Score: Raw -189617.078012 + Penalty 3556.379294 = -186060.698718
  nChanged 4
		SP:Iteration 17Q (901.560000 sec): 3 clusters
  Score: Raw -189620.544208 + Penalty 3556.379294 = -186064.164914
  nChanged 2
		SP:Iteration 18Q (901.560000 sec): 3 clusters
  Score: Raw -189623.031611 + Penalty 3556.379294 = -186066.652318
  nChanged 0
		SP:Iteration 19F (901.570000 sec): 3 clusters
  Score: Raw -189623.031611 + Penalty 3556.379294 = -186066.652318
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.580000 sec): 2 clusters
  Score: Raw -182124.288917 + Penalty 1765.268019 = -180359.020899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.580000 sec): 3 clusters
  Score: Raw -181784.649686 + Penalty 3530.536037 = -178254.113649
  nChanged 338
		SP:Iteration 1F (901.580000 sec): 3 clusters
  Score: Raw -182137.906601 + Penalty 3530.536037 = -178607.370563
  nChanged 94
		SP:Iteration 2F (901.590000 sec): 3 clusters
  Score: Raw -182286.327721 + Penalty 3530.536037 = -178755.791683
  nChanged 67
		SP:Iteration 3F (901.590000 sec): 3 clusters
  Score: Raw -182359.912015 + Penalty 3530.536037 = -178829.375978
  nChanged 30
		SP:Iteration 4Q (901.600000 sec): 3 clusters
  Score: Raw -182398.244317 + Penalty 3530.536037 = -178867.708280
  nChanged 22
		SP:Iteration 5Q (901.600000 sec): 3 clusters
  Score: Raw -182420.859356 + Penalty 3530.536037 = -178890.323318
  nChanged 13
		SP:Iteration 6Q (901.610000 sec): 3 clusters
  Score: Raw -182436.319545 + Penalty 3530.536037 = -178905.783508
  nChanged 12
		SP:Iteration 7Q (901.610000 sec): 3 clusters
  Score: Raw -182443.885440 + Penalty 3530.536037 = -178913.349402
  nChanged 6
		SP:Iteration 8Q (901.620000 sec): 3 clusters
  Score: Raw -182448.785276 + Penalty 3530.536037 = -178918.249239
  nChanged 5
		SP:Iteration 9Q (901.620000 sec): 3 clusters
  Score: Raw -182456.832323 + Penalty 3530.536037 = -178926.296285
  nChanged 6
		SP:Iteration 10Q (901.630000 sec): 3 clusters
  Score: Raw -182463.285120 + Penalty 3530.536037 = -178932.749083
  nChanged 6
		SP:Iteration 11Q (901.630000 sec): 3 clusters
  Score: Raw -182467.565959 + Penalty 3530.536037 = -178937.029921
  nChanged 2
		SP:Iteration 12Q (901.640000 sec): 3 clusters
  Score: Raw -182469.188512 + Penalty 3530.536037 = -178938.652475
  nChanged 1
		SP:Iteration 13Q (901.640000 sec): 3 clusters
  Score: Raw -182470.944469 + Penalty 3530.536037 = -178940.408432
  nChanged 1
		SP:Iteration 14Q (901.650000 sec): 3 clusters
  Score: Raw -182472.856376 + Penalty 3530.536037 = -178942.320339
  nChanged 1
		SP:Iteration 15Q (901.650000 sec): 3 clusters
  Score: Raw -182473.011040 + Penalty 3530.536037 = -178942.475003
  nChanged 0
		SP:Iteration 16F (901.660000 sec): 3 clusters
  Score: Raw -182473.011040 + Penalty 3530.536037 = -178942.475003
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.660000 sec): 2 clusters
  Score: Raw -57770.450672 + Penalty 1522.156309 = -56248.294363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.660000 sec): 3 clusters
  Score: Raw -58098.531365 + Penalty 3044.312619 = -55054.218746
  nChanged 118
		SP:Iteration 1F (901.660000 sec): 3 clusters
  Score: Raw -58636.489317 + Penalty 3044.312619 = -55592.176698
  nChanged 77
		SP:Iteration 2F (901.670000 sec): 3 clusters
  Score: Raw -59035.564592 + Penalty 3044.312619 = -55991.251974
  nChanged 18
		SP:Iteration 3Q (901.670000 sec): 3 clusters
  Score: Raw -59285.398585 + Penalty 3044.312619 = -56241.085966
  nChanged 12
		SP:Iteration 4Q (901.670000 sec): 3 clusters
  Score: Raw -59389.825130 + Penalty 3044.312619 = -56345.512511
  nChanged 7
		SP:Iteration 5Q (901.670000 sec): 3 clusters
  Score: Raw -59602.271846 + Penalty 3044.312619 = -56557.959227
  nChanged 5
		SP:Iteration 6Q (901.670000 sec): 3 clusters
  Score: Raw -59863.463716 + Penalty 3044.312619 = -56819.151097
  nChanged 5
		SP:Iteration 7Q (901.670000 sec): 3 clusters
  Score: Raw -59930.342886 + Penalty 3044.312619 = -56886.030267
  nChanged 4
		SP:Iteration 8Q (901.680000 sec): 3 clusters
  Score: Raw -59951.841181 + Penalty 3044.312619 = -56907.528562
  nChanged 5
		SP:Iteration 9Q (901.680000 sec): 3 clusters
  Score: Raw -59975.036365 + Penalty 3044.312619 = -56930.723747
  nChanged 1
		SP:Iteration 10Q (901.680000 sec): 3 clusters
  Score: Raw -59977.888359 + Penalty 3044.312619 = -56933.575740
  nChanged 0
		SP:Iteration 11F (901.680000 sec): 3 clusters
  Score: Raw -59982.080228 + Penalty 3044.312619 = -56937.767609
  nChanged 1
		SP:Iteration 12Q (901.680000 sec): 3 clusters
  Score: Raw -59988.372581 + Penalty 3044.312619 = -56944.059963
  nChanged 0
		SP:Iteration 13F (901.680000 sec): 3 clusters
  Score: Raw -59988.372581 + Penalty 3044.312619 = -56944.059963
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 22.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (1654 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.700000 sec): 2 clusters
  Score: Raw -242793.460689 + Penalty 1837.916065 = -240955.544624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.700000 sec): 3 clusters
  Score: Raw -242231.930939 + Penalty 3675.832130 = -238556.098808
  nChanged 486
		SP:Iteration 1F (901.710000 sec): 3 clusters
  Score: Raw -242604.968069 + Penalty 3675.832130 = -238929.135939
  nChanged 112
		SP:Iteration 2F (901.720000 sec): 3 clusters
  Score: Raw -242705.290817 + Penalty 3675.832130 = -239029.458687
  nChanged 67
		SP:Iteration 3Q (901.720000 sec): 3 clusters
  Score: Raw -242754.178928 + Penalty 3675.832130 = -239078.346798
  nChanged 44
		SP:Iteration 4Q (901.730000 sec): 3 clusters
  Score: Raw -242793.461312 + Penalty 3675.832130 = -239117.629182
  nChanged 22
		SP:Iteration 5Q (901.740000 sec): 3 clusters
  Score: Raw -242818.608862 + Penalty 3675.832130 = -239142.776731
  nChanged 23
		SP:Iteration 6Q (901.740000 sec): 3 clusters
  Score: Raw -242845.723048 + Penalty 3675.832130 = -239169.890917
  nChanged 22
		SP:Iteration 7Q (901.750000 sec): 3 clusters
  Score: Raw -242860.306583 + Penalty 3675.832130 = -239184.474453
  nChanged 15
		SP:Iteration 8Q (901.750000 sec): 3 clusters
  Score: Raw -242873.602448 + Penalty 3675.832130 = -239197.770318
  nChanged 9
		SP:Iteration 9Q (901.760000 sec): 3 clusters
  Score: Raw -242880.637985 + Penalty 3675.832130 = -239204.805855
  nChanged 4
		SP:Iteration 10Q (901.770000 sec): 3 clusters
  Score: Raw -242883.827565 + Penalty 3675.832130 = -239207.995435
  nChanged 7
		SP:Iteration 11Q (901.770000 sec): 3 clusters
  Score: Raw -242889.071841 + Penalty 3675.832130 = -239213.239711
  nChanged 3
		SP:Iteration 12Q (901.780000 sec): 3 clusters
  Score: Raw -242891.434703 + Penalty 3675.832130 = -239215.602572
  nChanged 4
		SP:Iteration 13Q (901.780000 sec): 3 clusters
  Score: Raw -242893.591913 + Penalty 3675.832130 = -239217.759782
  nChanged 0
		SP:Iteration 14F (901.790000 sec): 3 clusters
  Score: Raw -242893.591913 + Penalty 3675.832130 = -239217.759782
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (1057 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.800000 sec): 2 clusters
  Score: Raw -137554.486300 + Penalty 1726.871116 = -135827.615183
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.800000 sec): 3 clusters
  Score: Raw -137410.721518 + Penalty 3453.742233 = -133956.979285
  nChanged 326
		SP:Iteration 1F (901.810000 sec): 3 clusters
  Score: Raw -138363.509565 + Penalty 3453.742233 = -134909.767332
  nChanged 143
		SP:Iteration 2F (901.810000 sec): 3 clusters
  Score: Raw -138901.306244 + Penalty 3453.742233 = -135447.564011
  nChanged 62
		SP:Iteration 3F (901.820000 sec): 3 clusters
  Score: Raw -139100.256417 + Penalty 3453.742233 = -135646.514184
  nChanged 36
		SP:Iteration 4Q (901.820000 sec): 3 clusters
  Score: Raw -139190.712807 + Penalty 3453.742233 = -135736.970574
  nChanged 19
		SP:Iteration 5Q (901.820000 sec): 3 clusters
  Score: Raw -139225.419042 + Penalty 3453.742233 = -135771.676809
  nChanged 9
		SP:Iteration 6Q (901.830000 sec): 3 clusters
  Score: Raw -139245.108695 + Penalty 3453.742233 = -135791.366462
  nChanged 8
		SP:Iteration 7Q (901.830000 sec): 3 clusters
  Score: Raw -139278.934716 + Penalty 3453.742233 = -135825.192483
  nChanged 11
		SP:Iteration 8Q (901.830000 sec): 3 clusters
  Score: Raw -139324.994936 + Penalty 3453.742233 = -135871.252703
  nChanged 11
		SP:Iteration 9Q (901.840000 sec): 3 clusters
  Score: Raw -139350.977884 + Penalty 3453.742233 = -135897.235651
  nChanged 13
		SP:Iteration 10Q (901.840000 sec): 3 clusters
  Score: Raw -139393.491184 + Penalty 3453.742233 = -135939.748951
  nChanged 21
		SP:Iteration 11Q (901.840000 sec): 3 clusters
  Score: Raw -139453.475007 + Penalty 3453.742233 = -135999.732774
  nChanged 16
		SP:Iteration 12Q (901.850000 sec): 3 clusters
  Score: Raw -139512.606870 + Penalty 3453.742233 = -136058.864637
  nChanged 22
		SP:Iteration 13Q (901.850000 sec): 3 clusters
  Score: Raw -139592.878732 + Penalty 3453.742233 = -136139.136499
  nChanged 29
		SP:Iteration 14Q (901.850000 sec): 3 clusters
  Score: Raw -139740.368543 + Penalty 3453.742233 = -136286.626310
  nChanged 35
		SP:Iteration 15Q (901.860000 sec): 3 clusters
  Score: Raw -139943.017416 + Penalty 3453.742233 = -136489.275183
  nChanged 28
		SP:Iteration 16Q (901.860000 sec): 3 clusters
  Score: Raw -140116.859103 + Penalty 3453.742233 = -136663.116870
  nChanged 19
		SP:Iteration 17Q (901.860000 sec): 3 clusters
  Score: Raw -140249.355443 + Penalty 3453.742233 = -136795.613210
  nChanged 18
		SP:Iteration 18Q (901.870000 sec): 3 clusters
  Score: Raw -140325.863472 + Penalty 3453.742233 = -136872.121239
  nChanged 9
		SP:Iteration 19Q (901.870000 sec): 3 clusters
  Score: Raw -140348.401601 + Penalty 3453.742233 = -136894.659368
  nChanged 1
		SP:Iteration 20F (901.870000 sec): 3 clusters
  Score: Raw -140354.270873 + Penalty 3453.742233 = -136900.528640
  nChanged 1
		SP:Iteration 21Q (901.880000 sec): 3 clusters
  Score: Raw -140357.736782 + Penalty 3453.742233 = -136903.994549
  nChanged 0
		SP:Iteration 22F (901.880000 sec): 3 clusters
  Score: Raw -140357.736782 + Penalty 3453.742233 = -136903.994549
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 23.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (19609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.960000 sec): 2 clusters
  Score: Raw -2715613.375330 + Penalty 2451.168493 = -2713162.206837
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (902.040000 sec): 3 clusters
  Score: Raw -2704199.277454 + Penalty 4902.336986 = -2699296.940468
  nChanged 8641
		SP:Iteration 1F (902.120000 sec): 3 clusters
  Score: Raw -2708786.040295 + Penalty 4902.336986 = -2703883.703309
  nChanged 1123
		SP:Iteration 2F (902.200000 sec): 3 clusters
  Score: Raw -2709273.003791 + Penalty 4902.336986 = -2704370.666805
  nChanged 1016
		SP:Iteration 3F (902.280000 sec): 3 clusters
  Score: Raw -2709711.972191 + Penalty 4902.336986 = -2704809.635205
  nChanged 948
		SP:Iteration 4Q (902.360000 sec): 3 clusters
  Score: Raw -2710148.334168 + Penalty 4902.336986 = -2705245.997182
  nChanged 883
		SP:Iteration 5Q (902.430000 sec): 3 clusters
  Score: Raw -2710555.944109 + Penalty 4902.336986 = -2705653.607123
  nChanged 867
		SP:Iteration 6Q (902.510000 sec): 3 clusters
  Score: Raw -2710971.298827 + Penalty 4902.336986 = -2706068.961841
  nChanged 856
		SP:Iteration 7Q (902.590000 sec): 3 clusters
  Score: Raw -2711392.741956 + Penalty 4902.336986 = -2706490.404970
  nChanged 805
		SP:Iteration 8Q (902.670000 sec): 3 clusters
  Score: Raw -2711814.362694 + Penalty 4902.336986 = -2706912.025708
  nChanged 800
		SP:Iteration 9Q (902.750000 sec): 3 clusters
  Score: Raw -2712232.303380 + Penalty 4902.336986 = -2707329.966394
  nChanged 773
		SP:Iteration 10Q (902.830000 sec): 3 clusters
  Score: Raw -2712601.498453 + Penalty 4902.336986 = -2707699.161467
  nChanged 651
		SP:Iteration 11Q (902.910000 sec): 3 clusters
  Score: Raw -2712899.102041 + Penalty 4902.336986 = -2707996.765055
  nChanged 619
		SP:Iteration 12Q (902.990000 sec): 3 clusters
  Score: Raw -2713150.949152 + Penalty 4902.336986 = -2708248.612166
  nChanged 499
		SP:Iteration 13Q (903.070000 sec): 3 clusters
  Score: Raw -2713335.084441 + Penalty 4902.336986 = -2708432.747455
  nChanged 403
		SP:Iteration 14Q (903.140000 sec): 3 clusters
  Score: Raw -2713473.516066 + Penalty 4902.336986 = -2708571.179080
  nChanged 335
		SP:Iteration 15Q (903.220000 sec): 3 clusters
  Score: Raw -2713566.243818 + Penalty 4902.336986 = -2708663.906832
  nChanged 275
		SP:Iteration 16Q (903.300000 sec): 3 clusters
  Score: Raw -2713646.145158 + Penalty 4902.336986 = -2708743.808172
  nChanged 248
		SP:Iteration 17Q (903.380000 sec): 3 clusters
  Score: Raw -2713718.443902 + Penalty 4902.336986 = -2708816.106916
  nChanged 231
		SP:Iteration 18Q (903.450000 sec): 3 clusters
  Score: Raw -2713780.007044 + Penalty 4902.336986 = -2708877.670058
  nChanged 220
		SP:Iteration 19Q (903.530000 sec): 3 clusters
  Score: Raw -2713845.837339 + Penalty 4902.336986 = -2708943.500353
  nChanged 231
		SP:Iteration 20F (903.600000 sec): 3 clusters
  Score: Raw -2713928.680976 + Penalty 4902.336986 = -2709026.343990
  nChanged 256
		SP:Iteration 21Q (903.680000 sec): 3 clusters
  Score: Raw -2714013.937100 + Penalty 4902.336986 = -2709111.600114
  nChanged 235
		SP:Iteration 22Q (903.750000 sec): 3 clusters
  Score: Raw -2714081.992791 + Penalty 4902.336986 = -2709179.655805
  nChanged 211
		SP:Iteration 23Q (903.830000 sec): 3 clusters
  Score: Raw -2714148.726577 + Penalty 4902.336986 = -2709246.389590
  nChanged 203
		SP:Iteration 24Q (903.900000 sec): 3 clusters
  Score: Raw -2714210.350450 + Penalty 4902.336986 = -2709308.013464
  nChanged 208
		SP:Iteration 25Q (903.980000 sec): 3 clusters
  Score: Raw -2714273.284171 + Penalty 4902.336986 = -2709370.947185
  nChanged 218
		SP:Iteration 26Q (904.050000 sec): 3 clusters
  Score: Raw -2714335.809337 + Penalty 4902.336986 = -2709433.472351
  nChanged 197
		SP:Iteration 27Q (904.130000 sec): 3 clusters
  Score: Raw -2714385.804597 + Penalty 4902.336986 = -2709483.467611
  nChanged 175
		SP:Iteration 28Q (904.200000 sec): 3 clusters
  Score: Raw -2714436.693163 + Penalty 4902.336986 = -2709534.356177
  nChanged 181
		SP:Iteration 29Q (904.280000 sec): 3 clusters
  Score: Raw -2714489.140869 + Penalty 4902.336986 = -2709586.803883
  nChanged 165
		SP:Iteration 30Q (904.350000 sec): 3 clusters
  Score: Raw -2714534.635920 + Penalty 4902.336986 = -2709632.298934
  nChanged 146
		SP:Iteration 31Q (904.420000 sec): 3 clusters
  Score: Raw -2714577.298208 + Penalty 4902.336986 = -2709674.961222
  nChanged 174
		SP:Iteration 32Q (904.500000 sec): 3 clusters
  Score: Raw -2714633.669376 + Penalty 4902.336986 = -2709731.332390
  nChanged 201
		SP:Iteration 33Q (904.570000 sec): 3 clusters
  Score: Raw -2714711.113579 + Penalty 4902.336986 = -2709808.776593
  nChanged 226
		SP:Iteration 34Q (904.640000 sec): 3 clusters
  Score: Raw -2714798.164633 + Penalty 4902.336986 = -2709895.827647
  nChanged 215
		SP:Iteration 35Q (904.710000 sec): 3 clusters
  Score: Raw -2714879.513736 + Penalty 4902.336986 = -2709977.176750
  nChanged 240
		SP:Iteration 36Q (904.780000 sec): 3 clusters
  Score: Raw -2714979.583488 + Penalty 4902.336986 = -2710077.246502
  nChanged 253
		SP:Iteration 37Q (904.860000 sec): 3 clusters
  Score: Raw -2715090.132148 + Penalty 4902.336986 = -2710187.795162
  nChanged 242
		SP:Iteration 38Q (904.930000 sec): 3 clusters
  Score: Raw -2715205.453597 + Penalty 4902.336986 = -2710303.116611
  nChanged 235
		SP:Iteration 39Q (905.000000 sec): 3 clusters
  Score: Raw -2715314.999941 + Penalty 4902.336986 = -2710412.662955
  nChanged 240
		SP:Iteration 40F (905.080000 sec): 3 clusters
  Score: Raw -2715429.470456 + Penalty 4902.336986 = -2710527.133469
  nChanged 239
		SP:Iteration 41Q (905.150000 sec): 3 clusters
  Score: Raw -2715552.683093 + Penalty 4902.336986 = -2710650.346107
  nChanged 219
		SP:Iteration 42Q (905.220000 sec): 3 clusters
  Score: Raw -2715675.381152 + Penalty 4902.336986 = -2710773.044166
  nChanged 235
		SP:Iteration 43Q (905.290000 sec): 3 clusters
  Score: Raw -2715790.090491 + Penalty 4902.336986 = -2710887.753505
  nChanged 209
		SP:Iteration 44Q (905.360000 sec): 3 clusters
  Score: Raw -2715875.003044 + Penalty 4902.336986 = -2710972.666058
  nChanged 172
		SP:Iteration 45Q (905.420000 sec): 3 clusters
  Score: Raw -2715936.822617 + Penalty 4902.336986 = -2711034.485631
  nChanged 156
		SP:Iteration 46Q (905.490000 sec): 3 clusters
  Score: Raw -2715993.964713 + Penalty 4902.336986 = -2711091.627727
  nChanged 134
		SP:Iteration 47Q (905.560000 sec): 3 clusters
  Score: Raw -2716036.811916 + Penalty 4902.336986 = -2711134.474930
  nChanged 115
		SP:Iteration 48Q (905.630000 sec): 3 clusters
  Score: Raw -2716067.498268 + Penalty 4902.336986 = -2711165.161282
  nChanged 98
		SP:Iteration 49Q (905.700000 sec): 3 clusters
  Score: Raw -2716095.764668 + Penalty 4902.336986 = -2711193.427682
  nChanged 84
		SP:Iteration 50Q (905.760000 sec): 3 clusters
  Score: Raw -2716121.608979 + Penalty 4902.336986 = -2711219.271993
  nChanged 80
		SP:Iteration 51Q (905.830000 sec): 3 clusters
  Score: Raw -2716139.878594 + Penalty 4902.336986 = -2711237.541608
  nChanged 65
		SP:Iteration 52Q (905.890000 sec): 3 clusters
  Score: Raw -2716155.772776 + Penalty 4902.336986 = -2711253.435790
  nChanged 57
		SP:Iteration 53Q (905.960000 sec): 3 clusters
  Score: Raw -2716171.075928 + Penalty 4902.336986 = -2711268.738941
  nChanged 63
		SP:Iteration 54Q (906.020000 sec): 3 clusters
  Score: Raw -2716185.421103 + Penalty 4902.336986 = -2711283.084117
  nChanged 54
		SP:Iteration 55Q (906.090000 sec): 3 clusters
  Score: Raw -2716198.337677 + Penalty 4902.336986 = -2711296.000691
  nChanged 66
		SP:Iteration 56Q (906.160000 sec): 3 clusters
  Score: Raw -2716214.372901 + Penalty 4902.336986 = -2711312.035915
  nChanged 58
		SP:Iteration 57Q (906.220000 sec): 3 clusters
  Score: Raw -2716228.745931 + Penalty 4902.336986 = -2711326.408945
  nChanged 65
		SP:Iteration 58Q (906.280000 sec): 3 clusters
  Score: Raw -2716244.861675 + Penalty 4902.336986 = -2711342.524689
  nChanged 67
		SP:Iteration 59Q (906.350000 sec): 3 clusters
  Score: Raw -2716262.452658 + Penalty 4902.336986 = -2711360.115672
  nChanged 70
		SP:Iteration 60F (906.430000 sec): 3 clusters
  Score: Raw -2716282.561292 + Penalty 4902.336986 = -2711380.224306
  nChanged 80
		SP:Iteration 61Q (906.490000 sec): 3 clusters
  Score: Raw -2716303.857776 + Penalty 4902.336986 = -2711401.520790
  nChanged 70
		SP:Iteration 62Q (906.560000 sec): 3 clusters
  Score: Raw -2716325.305190 + Penalty 4902.336986 = -2711422.968204
  nChanged 73
		SP:Iteration 63Q (906.620000 sec): 3 clusters
  Score: Raw -2716343.366402 + Penalty 4902.336986 = -2711441.029416
  nChanged 55
		SP:Iteration 64Q (906.690000 sec): 3 clusters
  Score: Raw -2716355.385057 + Penalty 4902.336986 = -2711453.048071
  nChanged 40
		SP:Iteration 65Q (906.750000 sec): 3 clusters
  Score: Raw -2716364.599131 + Penalty 4902.336986 = -2711462.262145
  nChanged 36
		SP:Iteration 66Q (906.820000 sec): 3 clusters
  Score: Raw -2716372.708041 + Penalty 4902.336986 = -2711470.371055
  nChanged 27
		SP:Iteration 67Q (906.880000 sec): 3 clusters
  Score: Raw -2716378.331907 + Penalty 4902.336986 = -2711475.994921
  nChanged 26
		SP:Iteration 68Q (906.950000 sec): 3 clusters
  Score: Raw -2716384.679741 + Penalty 4902.336986 = -2711482.342755
  nChanged 21
		SP:Iteration 69Q (907.010000 sec): 3 clusters
  Score: Raw -2716388.003910 + Penalty 4902.336986 = -2711485.666924
  nChanged 15
		SP:Iteration 70Q (907.080000 sec): 3 clusters
  Score: Raw -2716390.634066 + Penalty 4902.336986 = -2711488.297080
  nChanged 14
		SP:Iteration 71Q (907.140000 sec): 3 clusters
  Score: Raw -2716392.690316 + Penalty 4902.336986 = -2711490.353330
  nChanged 17
		SP:Iteration 72Q (907.200000 sec): 3 clusters
  Score: Raw -2716395.107739 + Penalty 4902.336986 = -2711492.770753
  nChanged 18
		SP:Iteration 73Q (907.270000 sec): 3 clusters
  Score: Raw -2716397.939264 + Penalty 4902.336986 = -2711495.602278
  nChanged 14
		SP:Iteration 74Q (907.330000 sec): 3 clusters
  Score: Raw -2716399.987031 + Penalty 4902.336986 = -2711497.650045
  nChanged 10
		SP:Iteration 75Q (907.400000 sec): 3 clusters
  Score: Raw -2716401.437957 + Penalty 4902.336986 = -2711499.100971
  nChanged 12
		SP:Iteration 76Q (907.460000 sec): 3 clusters
  Score: Raw -2716403.674105 + Penalty 4902.336986 = -2711501.337119
  nChanged 12
		SP:Iteration 77Q (907.520000 sec): 3 clusters
  Score: Raw -2716406.021879 + Penalty 4902.336986 = -2711503.684892
  nChanged 16
		SP:Iteration 78Q (907.590000 sec): 3 clusters
  Score: Raw -2716409.232094 + Penalty 4902.336986 = -2711506.895108
  nChanged 15
		SP:Iteration 79Q (907.650000 sec): 3 clusters
  Score: Raw -2716411.614500 + Penalty 4902.336986 = -2711509.277514
  nChanged 11
		SP:Iteration 80F (907.730000 sec): 3 clusters
  Score: Raw -2716413.322199 + Penalty 4902.336986 = -2711510.985213
  nChanged 9
		SP:Iteration 81Q (907.790000 sec): 3 clusters
  Score: Raw -2716415.089172 + Penalty 4902.336986 = -2711512.752186
  nChanged 12
		SP:Iteration 82Q (907.860000 sec): 3 clusters
  Score: Raw -2716417.196301 + Penalty 4902.336986 = -2711514.859315
  nChanged 8
		SP:Iteration 83Q (907.920000 sec): 3 clusters
  Score: Raw -2716418.427475 + Penalty 4902.336986 = -2711516.090489
  nChanged 6
		SP:Iteration 84Q (907.980000 sec): 3 clusters
  Score: Raw -2716419.255269 + Penalty 4902.336986 = -2711516.918283
  nChanged 10
		SP:Iteration 85Q (908.050000 sec): 3 clusters
  Score: Raw -2716420.553038 + Penalty 4902.336986 = -2711518.216052
  nChanged 11
		SP:Iteration 86Q (908.110000 sec): 3 clusters
  Score: Raw -2716422.602254 + Penalty 4902.336986 = -2711520.265268
  nChanged 14
		SP:Iteration 87Q (908.170000 sec): 3 clusters
  Score: Raw -2716425.307239 + Penalty 4902.336986 = -2711522.970253
  nChanged 17
		SP:Iteration 88Q (908.230000 sec): 3 clusters
  Score: Raw -2716428.800278 + Penalty 4902.336986 = -2711526.463292
  nChanged 15
		SP:Iteration 89Q (908.290000 sec): 3 clusters
  Score: Raw -2716432.407934 + Penalty 4902.336986 = -2711530.070948
  nChanged 11
		SP:Iteration 90Q (908.350000 sec): 3 clusters
  Score: Raw -2716434.604119 + Penalty 4902.336986 = -2711532.267133
  nChanged 12
		SP:Iteration 91Q (908.400000 sec): 3 clusters
  Score: Raw -2716437.042684 + Penalty 4902.336986 = -2711534.705698
  nChanged 11
		SP:Iteration 92Q (908.460000 sec): 3 clusters
  Score: Raw -2716439.116177 + Penalty 4902.336986 = -2711536.779191
  nChanged 11
		SP:Iteration 93Q (908.520000 sec): 3 clusters
  Score: Raw -2716440.789247 + Penalty 4902.336986 = -2711538.452261
  nChanged 9
		SP:Iteration 94Q (908.580000 sec): 3 clusters
  Score: Raw -2716442.159326 + Penalty 4902.336986 = -2711539.822340
  nChanged 4
		SP:Iteration 95Q (908.640000 sec): 3 clusters
  Score: Raw -2716442.525351 + Penalty 4902.336986 = -2711540.188365
  nChanged 1
		SP:Iteration 96Q (908.690000 sec): 3 clusters
  Score: Raw -2716442.615826 + Penalty 4902.336986 = -2711540.278840
  nChanged 1
		SP:Iteration 97Q (908.750000 sec): 3 clusters
  Score: Raw -2716442.774762 + Penalty 4902.336986 = -2711540.437776
  nChanged 3
		SP:Iteration 98Q (908.810000 sec): 3 clusters
  Score: Raw -2716443.196502 + Penalty 4902.336986 = -2711540.859516
  nChanged 6
		SP:Iteration 99Q (908.860000 sec): 3 clusters
  Score: Raw -2716444.258735 + Penalty 4902.336986 = -2711541.921749
  nChanged 9
		SP:Iteration 100F (908.940000 sec): 3 clusters
  Score: Raw -2716446.092275 + Penalty 4902.336986 = -2711543.755289
  nChanged 8
		SP:Iteration 101Q (909.000000 sec): 3 clusters
  Score: Raw -2716448.127981 + Penalty 4902.336986 = -2711545.790995
  nChanged 8
		SP:Iteration 102Q (909.060000 sec): 3 clusters
  Score: Raw -2716449.459466 + Penalty 4902.336986 = -2711547.122480
  nChanged 8
		SP:Iteration 103Q (909.110000 sec): 3 clusters
  Score: Raw -2716450.566159 + Penalty 4902.336986 = -2711548.229173
  nChanged 3
		SP:Iteration 104Q (909.170000 sec): 3 clusters
  Score: Raw -2716451.106589 + Penalty 4902.336986 = -2711548.769603
  nChanged 2
		SP:Iteration 105Q (909.230000 sec): 3 clusters
  Score: Raw -2716451.579124 + Penalty 4902.336986 = -2711549.242138
  nChanged 5
		SP:Iteration 106Q (909.290000 sec): 3 clusters
  Score: Raw -2716453.035744 + Penalty 4902.336986 = -2711550.698758
  nChanged 4
		SP:Iteration 107Q (909.340000 sec): 3 clusters
  Score: Raw -2716453.856711 + Penalty 4902.336986 = -2711551.519725
  nChanged 2
		SP:Iteration 108Q (909.400000 sec): 3 clusters
  Score: Raw -2716454.043597 + Penalty 4902.336986 = -2711551.706611
  nChanged 2
		SP:Iteration 109Q (909.460000 sec): 3 clusters
  Score: Raw -2716454.296510 + Penalty 4902.336986 = -2711551.959524
  nChanged 2
		SP:Iteration 110Q (909.520000 sec): 3 clusters
  Score: Raw -2716454.716352 + Penalty 4902.336986 = -2711552.379366
  nChanged 4
		SP:Iteration 111Q (909.580000 sec): 3 clusters
  Score: Raw -2716455.583963 + Penalty 4902.336986 = -2711553.246977
  nChanged 6
		SP:Iteration 112Q (909.630000 sec): 3 clusters
  Score: Raw -2716457.529129 + Penalty 4902.336986 = -2711555.192143
  nChanged 7
		SP:Iteration 113Q (909.690000 sec): 3 clusters
  Score: Raw -2716458.916862 + Penalty 4902.336986 = -2711556.579876
  nChanged 3
		SP:Iteration 114Q (909.740000 sec): 3 clusters
  Score: Raw -2716459.225603 + Penalty 4902.336986 = -2711556.888617
  nChanged 2
		SP:Iteration 115Q (909.800000 sec): 3 clusters
  Score: Raw -2716459.442264 + Penalty 4902.336986 = -2711557.105278
  nChanged 5
		SP:Iteration 116Q (909.860000 sec): 3 clusters
  Score: Raw -2716460.149599 + Penalty 4902.336986 = -2711557.812613
  nChanged 3
		SP:Iteration 117Q (909.920000 sec): 3 clusters
  Score: Raw -2716461.087355 + Penalty 4902.336986 = -2711558.750369
  nChanged 3
		SP:Iteration 118Q (909.970000 sec): 3 clusters
  Score: Raw -2716461.887006 + Penalty 4902.336986 = -2711559.550020
  nChanged 3
		SP:Iteration 119Q (910.030000 sec): 3 clusters
  Score: Raw -2716462.564796 + Penalty 4902.336986 = -2711560.227810
  nChanged 5
		SP:Iteration 120F (910.100000 sec): 3 clusters
  Score: Raw -2716463.455966 + Penalty 4902.336986 = -2711561.118980
  nChanged 1
		SP:Iteration 121Q (910.160000 sec): 3 clusters
  Score: Raw -2716463.628339 + Penalty 4902.336986 = -2711561.291353
  nChanged 0
		SP:Iteration 122F (910.230000 sec): 3 clusters
  Score: Raw -2716463.628339 + Penalty 4902.336986 = -2711561.291353
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (9331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (910.260000 sec): 2 clusters
  Score: Raw -1355092.243905 + Penalty 2266.992172 = -1352825.251732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (910.300000 sec): 3 clusters
  Score: Raw -1350159.442178 + Penalty 4533.984345 = -1345625.457833
  nChanged 3832
		SP:Iteration 1F (910.330000 sec): 3 clusters
  Score: Raw -1352777.664612 + Penalty 4533.984345 = -1348243.680267
  nChanged 1001
		SP:Iteration 2F (910.370000 sec): 3 clusters
  Score: Raw -1354248.311300 + Penalty 4533.984345 = -1349714.326955
  nChanged 1154
		SP:Iteration 3F (910.400000 sec): 3 clusters
  Score: Raw -1355858.844229 + Penalty 4533.984345 = -1351324.859884
  nChanged 951
		SP:Iteration 4F (910.440000 sec): 3 clusters
  Score: Raw -1356886.547506 + Penalty 4533.984345 = -1352352.563162
  nChanged 632
		SP:Iteration 5F (910.470000 sec): 3 clusters
  Score: Raw -1357481.816451 + Penalty 4533.984345 = -1352947.832106
  nChanged 353
		SP:Iteration 6Q (910.500000 sec): 3 clusters
  Score: Raw -1357786.003282 + Penalty 4533.984345 = -1353252.018937
  nChanged 217
		SP:Iteration 7Q (910.530000 sec): 3 clusters
  Score: Raw -1357948.087962 + Penalty 4533.984345 = -1353414.103617
  nChanged 137
		SP:Iteration 8Q (910.570000 sec): 3 clusters
  Score: Raw -1358045.438653 + Penalty 4533.984345 = -1353511.454309
  nChanged 93
		SP:Iteration 9Q (910.600000 sec): 3 clusters
  Score: Raw -1358097.350194 + Penalty 4533.984345 = -1353563.365849
  nChanged 61
		SP:Iteration 10Q (910.630000 sec): 3 clusters
  Score: Raw -1358131.459053 + Penalty 4533.984345 = -1353597.474709
  nChanged 55
		SP:Iteration 11Q (910.660000 sec): 3 clusters
  Score: Raw -1358169.849478 + Penalty 4533.984345 = -1353635.865134
  nChanged 51
		SP:Iteration 12Q (910.690000 sec): 3 clusters
  Score: Raw -1358197.003249 + Penalty 4533.984345 = -1353663.018905
  nChanged 38
		SP:Iteration 13Q (910.720000 sec): 3 clusters
  Score: Raw -1358212.619334 + Penalty 4533.984345 = -1353678.634990
  nChanged 30
		SP:Iteration 14Q (910.750000 sec): 3 clusters
  Score: Raw -1358223.083624 + Penalty 4533.984345 = -1353689.099279
  nChanged 18
		SP:Iteration 15Q (910.780000 sec): 3 clusters
  Score: Raw -1358231.113677 + Penalty 4533.984345 = -1353697.129332
  nChanged 24
		SP:Iteration 16Q (910.810000 sec): 3 clusters
  Score: Raw -1358240.299089 + Penalty 4533.984345 = -1353706.314745
  nChanged 22
		SP:Iteration 17Q (910.840000 sec): 3 clusters
  Score: Raw -1358248.443878 + Penalty 4533.984345 = -1353714.459533
  nChanged 19
		SP:Iteration 18Q (910.870000 sec): 3 clusters
  Score: Raw -1358255.105395 + Penalty 4533.984345 = -1353721.121050
  nChanged 13
		SP:Iteration 19Q (910.900000 sec): 3 clusters
  Score: Raw -1358259.047009 + Penalty 4533.984345 = -1353725.062664
  nChanged 14
		SP:Iteration 20F (910.930000 sec): 3 clusters
  Score: Raw -1358262.990222 + Penalty 4533.984345 = -1353729.005877
  nChanged 3
		SP:Iteration 21Q (910.960000 sec): 3 clusters
  Score: Raw -1358264.074870 + Penalty 4533.984345 = -1353730.090525
  nChanged 2
		SP:Iteration 22Q (910.990000 sec): 3 clusters
  Score: Raw -1358264.395768 + Penalty 4533.984345 = -1353730.411423
  nChanged 1
		SP:Iteration 23Q (911.020000 sec): 3 clusters
  Score: Raw -1358264.466657 + Penalty 4533.984345 = -1353730.482312
  nChanged 0
		SP:Iteration 24F (911.050000 sec): 3 clusters
  Score: Raw -1358264.466657 + Penalty 4533.984345 = -1353730.482312
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 24.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (104488 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (911.430000 sec): 2 clusters
  Score: Raw -15631602.948520 + Penalty 2866.093223 = -15628736.855297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (911.830000 sec): 3 clusters
  Score: Raw -15564538.428353 + Penalty 5732.186446 = -15558806.241907
  nChanged 49567
		SP:Iteration 1F (912.220000 sec): 3 clusters
  Score: Raw -15594086.487916 + Penalty 5732.186446 = -15588354.301470
  nChanged 5533
		SP:Iteration 2F (912.620000 sec): 3 clusters
  Score: Raw -15597273.919552 + Penalty 5732.186446 = -15591541.733106
  nChanged 7271
		SP:Iteration 3F (913.030000 sec): 3 clusters
  Score: Raw -15602900.403479 + Penalty 5732.186446 = -15597168.217033
  nChanged 8585
		SP:Iteration 4F (913.430000 sec): 3 clusters
  Score: Raw -15610124.286115 + Penalty 5732.186446 = -15604392.099670
  nChanged 8252
		SP:Iteration 5F (913.820000 sec): 3 clusters
  Score: Raw -15616443.902828 + Penalty 5732.186446 = -15610711.716382
  nChanged 6387
		SP:Iteration 6F (914.220000 sec): 3 clusters
  Score: Raw -15620250.542723 + Penalty 5732.186446 = -15614518.356277
  nChanged 4470
		SP:Iteration 7Q (914.610000 sec): 3 clusters
  Score: Raw -15622307.934486 + Penalty 5732.186446 = -15616575.748041
  nChanged 3118
		SP:Iteration 8Q (915.010000 sec): 3 clusters
  Score: Raw -15623499.306136 + Penalty 5732.186446 = -15617767.119690
  nChanged 2309
		SP:Iteration 9Q (915.400000 sec): 3 clusters
  Score: Raw -15624335.659472 + Penalty 5732.186446 = -15618603.473027
  nChanged 1993
		SP:Iteration 10Q (915.790000 sec): 3 clusters
  Score: Raw -15625099.333163 + Penalty 5732.186446 = -15619367.146718
  nChanged 1968
		SP:Iteration 11Q (916.180000 sec): 3 clusters
  Score: Raw -15625897.308096 + Penalty 5732.186446 = -15620165.121650
  nChanged 1922
		SP:Iteration 12Q (916.560000 sec): 3 clusters
  Score: Raw -15626747.534050 + Penalty 5732.186446 = -15621015.347604
  nChanged 1855
		SP:Iteration 13Q (916.940000 sec): 3 clusters
  Score: Raw -15627637.598618 + Penalty 5732.186446 = -15621905.412172
  nChanged 1670
		SP:Iteration 14Q (917.310000 sec): 3 clusters
  Score: Raw -15628492.233083 + Penalty 5732.186446 = -15622760.046637
  nChanged 1479
		SP:Iteration 15Q (917.680000 sec): 3 clusters
  Score: Raw -15629276.062691 + Penalty 5732.186446 = -15623543.876245
  nChanged 1220
		SP:Iteration 16Q (918.040000 sec): 3 clusters
  Score: Raw -15629970.556937 + Penalty 5732.186446 = -15624238.370491
  nChanged 940
		SP:Iteration 17Q (918.380000 sec): 3 clusters
  Score: Raw -15630529.416518 + Penalty 5732.186446 = -15624797.230073
  nChanged 711
		SP:Iteration 18Q (918.720000 sec): 3 clusters
  Score: Raw -15630959.376454 + Penalty 5732.186446 = -15625227.190008
  nChanged 488
		SP:Iteration 19Q (919.040000 sec): 3 clusters
  Score: Raw -15631274.446396 + Penalty 5732.186446 = -15625542.259951
  nChanged 326
		SP:Iteration 20F (919.440000 sec): 3 clusters
  Score: Raw -15631483.249604 + Penalty 5732.186446 = -15625751.063159
  nChanged 236
		SP:Iteration 21Q (919.740000 sec): 3 clusters
  Score: Raw -15631646.209353 + Penalty 5732.186446 = -15625914.022908
  nChanged 175
		SP:Iteration 22Q (920.040000 sec): 3 clusters
  Score: Raw -15631759.699428 + Penalty 5732.186446 = -15626027.512982
  nChanged 116
		SP:Iteration 23Q (920.340000 sec): 3 clusters
  Score: Raw -15631835.441626 + Penalty 5732.186446 = -15626103.255180
  nChanged 84
		SP:Iteration 24Q (920.640000 sec): 3 clusters
  Score: Raw -15631893.653472 + Penalty 5732.186446 = -15626161.467026
  nChanged 55
		SP:Iteration 25Q (920.930000 sec): 3 clusters
  Score: Raw -15631931.435669 + Penalty 5732.186446 = -15626199.249223
  nChanged 44
		SP:Iteration 26Q (921.220000 sec): 3 clusters
  Score: Raw -15631962.576373 + Penalty 5732.186446 = -15626230.389928
  nChanged 33
		SP:Iteration 27Q (921.510000 sec): 3 clusters
  Score: Raw -15631983.334418 + Penalty 5732.186446 = -15626251.147972
  nChanged 26
		SP:Iteration 28Q (921.800000 sec): 3 clusters
  Score: Raw -15631999.515597 + Penalty 5732.186446 = -15626267.329151
  nChanged 22
		SP:Iteration 29Q (922.090000 sec): 3 clusters
  Score: Raw -15632012.616163 + Penalty 5732.186446 = -15626280.429718
  nChanged 16
		SP:Iteration 30Q (922.380000 sec): 3 clusters
  Score: Raw -15632022.947481 + Penalty 5732.186446 = -15626290.761035
  nChanged 17
		SP:Iteration 31Q (922.660000 sec): 3 clusters
  Score: Raw -15632033.189105 + Penalty 5732.186446 = -15626301.002659
  nChanged 13
		SP:Iteration 32Q (922.950000 sec): 3 clusters
  Score: Raw -15632041.337058 + Penalty 5732.186446 = -15626309.150613
  nChanged 15
		SP:Iteration 33Q (923.240000 sec): 3 clusters
  Score: Raw -15632050.314391 + Penalty 5732.186446 = -15626318.127946
  nChanged 13
		SP:Iteration 34Q (923.530000 sec): 3 clusters
  Score: Raw -15632057.234343 + Penalty 5732.186446 = -15626325.047898
  nChanged 10
		SP:Iteration 35Q (923.820000 sec): 3 clusters
  Score: Raw -15632063.547285 + Penalty 5732.186446 = -15626331.360839
  nChanged 12
		SP:Iteration 36Q (924.100000 sec): 3 clusters
  Score: Raw -15632068.771646 + Penalty 5732.186446 = -15626336.585200
  nChanged 6
		SP:Iteration 37Q (924.390000 sec): 3 clusters
  Score: Raw -15632073.206029 + Penalty 5732.186446 = -15626341.019584
  nChanged 9
		SP:Iteration 38Q (924.680000 sec): 3 clusters
  Score: Raw -15632078.432936 + Penalty 5732.186446 = -15626346.246490
  nChanged 3
		SP:Iteration 39Q (924.960000 sec): 3 clusters
  Score: Raw -15632081.078504 + Penalty 5732.186446 = -15626348.892058
  nChanged 4
		SP:Iteration 40F (925.350000 sec): 3 clusters
  Score: Raw -15632083.148245 + Penalty 5732.186446 = -15626350.961799
  nChanged 3
		SP:Iteration 41Q (925.640000 sec): 3 clusters
  Score: Raw -15632084.683448 + Penalty 5732.186446 = -15626352.497002
  nChanged 2
		SP:Iteration 42Q (925.930000 sec): 3 clusters
  Score: Raw -15632085.471744 + Penalty 5732.186446 = -15626353.285298
  nChanged 1
		SP:Iteration 43Q (926.210000 sec): 3 clusters
  Score: Raw -15632085.814877 + Penalty 5732.186446 = -15626353.628432
  nChanged 2
		SP:Iteration 44Q (926.500000 sec): 3 clusters
  Score: Raw -15632087.275273 + Penalty 5732.186446 = -15626355.088827
  nChanged 4
		SP:Iteration 45Q (926.790000 sec): 3 clusters
  Score: Raw -15632089.425630 + Penalty 5732.186446 = -15626357.239184
  nChanged 2
		SP:Iteration 46Q (927.080000 sec): 3 clusters
  Score: Raw -15632090.812451 + Penalty 5732.186446 = -15626358.626005
  nChanged 3
		SP:Iteration 47Q (927.360000 sec): 3 clusters
  Score: Raw -15632092.437122 + Penalty 5732.186446 = -15626360.250677
  nChanged 2
		SP:Iteration 48Q (927.650000 sec): 3 clusters
  Score: Raw -15632093.843095 + Penalty 5732.186446 = -15626361.656650
  nChanged 1
		SP:Iteration 49Q (927.930000 sec): 3 clusters
  Score: Raw -15632094.433782 + Penalty 5732.186446 = -15626362.247337
  nChanged 0
		SP:Iteration 50F (928.320000 sec): 3 clusters
  Score: Raw -15632094.433782 + Penalty 5732.186446 = -15626362.247337
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (587 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (928.380000 sec): 2 clusters
  Score: Raw -61215.499427 + Penalty 1581.006155 = -59634.493272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (928.380000 sec): 3 clusters
  Score: Raw -61414.426079 + Penalty 3162.012311 = -58252.413768
  nChanged 183
		SP:Iteration 1F (928.380000 sec): 3 clusters
  Score: Raw -62096.967958 + Penalty 3162.012311 = -58934.955648
  nChanged 62
		SP:Iteration 2F (928.380000 sec): 3 clusters
  Score: Raw -62560.309847 + Penalty 3162.012311 = -59398.297537
  nChanged 67
		SP:Iteration 3F (928.380000 sec): 3 clusters
  Score: Raw -63103.645095 + Penalty 3162.012311 = -59941.632785
  nChanged 55
		SP:Iteration 4F (928.390000 sec): 3 clusters
  Score: Raw -63525.927286 + Penalty 3162.012311 = -60363.914976
  nChanged 23
		SP:Iteration 5Q (928.390000 sec): 3 clusters
  Score: Raw -63695.811519 + Penalty 3162.012311 = -60533.799208
  nChanged 12
		SP:Iteration 6Q (928.390000 sec): 3 clusters
  Score: Raw -63838.733928 + Penalty 3162.012311 = -60676.721617
  nChanged 5
		SP:Iteration 7Q (928.390000 sec): 3 clusters
  Score: Raw -63909.059393 + Penalty 3162.012311 = -60747.047082
  nChanged 5
		SP:Iteration 8Q (928.390000 sec): 3 clusters
  Score: Raw -63977.635864 + Penalty 3162.012311 = -60815.623553
  nChanged 3
		SP:Iteration 9Q (928.400000 sec): 3 clusters
  Score: Raw -63986.725638 + Penalty 3162.012311 = -60824.713328
  nChanged 0
		SP:Iteration 10F (928.400000 sec): 3 clusters
  Score: Raw -63986.725638 + Penalty 3162.012311 = -60824.713328
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 25.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (243364 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (929.260000 sec): 2 clusters
  Score: Raw -36143534.836663 + Penalty 3075.773759 = -36140459.062904
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (930.220000 sec): 3 clusters
  Score: Raw -35983067.815606 + Penalty 6151.547518 = -35976916.268088
  nChanged 117452
		SP:Iteration 1F (931.220000 sec): 3 clusters
  Score: Raw -36051707.574535 + Penalty 6151.547518 = -36045556.027017
  nChanged 6397
		SP:Iteration 2Q (932.210000 sec): 3 clusters
  Score: Raw -36053038.962843 + Penalty 6151.547518 = -36046887.415325
  nChanged 7368
		SP:Iteration 3Q (933.220000 sec): 3 clusters
  Score: Raw -36054982.707671 + Penalty 6151.547518 = -36048831.160153
  nChanged 9176
		SP:Iteration 4Q (934.220000 sec): 3 clusters
  Score: Raw -36058316.326905 + Penalty 6151.547518 = -36052164.779387
  nChanged 12412
		SP:Iteration 5F (935.220000 sec): 3 clusters
  Score: Raw -36064519.759187 + Penalty 6151.547518 = -36058368.211669
  nChanged 16943
		SP:Iteration 6F (936.200000 sec): 3 clusters
  Score: Raw -36075929.893117 + Penalty 6151.547518 = -36069778.345599
  nChanged 21602
		SP:Iteration 7F (937.170000 sec): 3 clusters
  Score: Raw -36094450.733716 + Penalty 6151.547518 = -36088299.186198
  nChanged 22601
		SP:Iteration 8F (938.130000 sec): 3 clusters
  Score: Raw -36116724.595520 + Penalty 6151.547518 = -36110573.048002
  nChanged 16751
		SP:Iteration 9F (939.100000 sec): 3 clusters
  Score: Raw -36133651.831169 + Penalty 6151.547518 = -36127500.283651
  nChanged 7880
		SP:Iteration 10Q (940.040000 sec): 3 clusters
  Score: Raw -36141206.556960 + Penalty 6151.547518 = -36135055.009442
  nChanged 2592
		SP:Iteration 11Q (940.860000 sec): 3 clusters
  Score: Raw -36143658.213426 + Penalty 6151.547518 = -36137506.665908
  nChanged 779
		SP:Iteration 12Q (941.620000 sec): 3 clusters
  Score: Raw -36144463.098298 + Penalty 6151.547518 = -36138311.550780
  nChanged 326
		SP:Iteration 13Q (942.340000 sec): 3 clusters
  Score: Raw -36144790.133205 + Penalty 6151.547518 = -36138638.585687
  nChanged 170
		SP:Iteration 14Q (943.070000 sec): 3 clusters
  Score: Raw -36144926.477226 + Penalty 6151.547518 = -36138774.929708
  nChanged 111
		SP:Iteration 15Q (943.800000 sec): 3 clusters
  Score: Raw -36144999.214534 + Penalty 6151.547518 = -36138847.667016
  nChanged 75
		SP:Iteration 16Q (944.500000 sec): 3 clusters
  Score: Raw -36145043.237935 + Penalty 6151.547518 = -36138891.690418
  nChanged 47
		SP:Iteration 17Q (945.190000 sec): 3 clusters
  Score: Raw -36145065.317433 + Penalty 6151.547518 = -36138913.769915
  nChanged 24
		SP:Iteration 18Q (945.880000 sec): 3 clusters
  Score: Raw -36145077.599157 + Penalty 6151.547518 = -36138926.051639
  nChanged 26
		SP:Iteration 19Q (946.560000 sec): 3 clusters
  Score: Raw -36145089.975562 + Penalty 6151.547518 = -36138938.428044
  nChanged 23
		SP:Iteration 20F (947.530000 sec): 3 clusters
  Score: Raw -36145098.626407 + Penalty 6151.547518 = -36138947.078889
  nChanged 16
		SP:Iteration 21Q (948.260000 sec): 3 clusters
  Score: Raw -36145105.310572 + Penalty 6151.547518 = -36138953.763054
  nChanged 18
		SP:Iteration 22Q (948.950000 sec): 3 clusters
  Score: Raw -36145112.942178 + Penalty 6151.547518 = -36138961.394660
  nChanged 14
		SP:Iteration 23Q (949.650000 sec): 3 clusters
  Score: Raw -36145118.488745 + Penalty 6151.547518 = -36138966.941227
  nChanged 10
		SP:Iteration 24Q (950.340000 sec): 3 clusters
  Score: Raw -36145121.428643 + Penalty 6151.547518 = -36138969.881125
  nChanged 5
		SP:Iteration 25Q (951.050000 sec): 3 clusters
  Score: Raw -36145122.750527 + Penalty 6151.547518 = -36138971.203009
  nChanged 5
		SP:Iteration 26Q (951.770000 sec): 3 clusters
  Score: Raw -36145125.388191 + Penalty 6151.547518 = -36138973.840674
  nChanged 8
		SP:Iteration 27Q (952.480000 sec): 3 clusters
  Score: Raw -36145128.457131 + Penalty 6151.547518 = -36138976.909613
  nChanged 10
		SP:Iteration 28Q (953.170000 sec): 3 clusters
  Score: Raw -36145131.662895 + Penalty 6151.547518 = -36138980.115377
  nChanged 5
		SP:Iteration 29Q (953.850000 sec): 3 clusters
  Score: Raw -36145133.999365 + Penalty 6151.547518 = -36138982.451847
  nChanged 1
		SP:Iteration 30Q (954.530000 sec): 3 clusters
  Score: Raw -36145134.381277 + Penalty 6151.547518 = -36138982.833759
  nChanged 2
		SP:Iteration 31Q (955.210000 sec): 3 clusters
  Score: Raw -36145135.242718 + Penalty 6151.547518 = -36138983.695201
  nChanged 5
		SP:Iteration 32Q (955.910000 sec): 3 clusters
  Score: Raw -36145136.635026 + Penalty 6151.547518 = -36138985.087508
  nChanged 4
		SP:Iteration 33Q (956.630000 sec): 3 clusters
  Score: Raw -36145137.618392 + Penalty 6151.547518 = -36138986.070874
  nChanged 2
		SP:Iteration 34Q (957.320000 sec): 3 clusters
  Score: Raw -36145137.939193 + Penalty 6151.547518 = -36138986.391675
  nChanged 0
		SP:Iteration 35F (958.280000 sec): 3 clusters
  Score: Raw -36145137.939193 + Penalty 6151.547518 = -36138986.391675
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (1156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (958.400000 sec): 2 clusters
  Score: Raw -146941.558592 + Penalty 1749.074820 = -145192.483772
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (958.410000 sec): 3 clusters
  Score: Raw -146750.006823 + Penalty 3498.149640 = -143251.857183
  nChanged 348
		SP:Iteration 1F (958.410000 sec): 3 clusters
  Score: Raw -147399.421136 + Penalty 3498.149640 = -143901.271496
  nChanged 111
		SP:Iteration 2F (958.420000 sec): 3 clusters
  Score: Raw -147716.184333 + Penalty 3498.149640 = -144218.034693
  nChanged 69
		SP:Iteration 3F (958.420000 sec): 3 clusters
  Score: Raw -147885.342299 + Penalty 3498.149640 = -144387.192658
  nChanged 57
		SP:Iteration 4Q (958.430000 sec): 3 clusters
  Score: Raw -148026.793479 + Penalty 3498.149640 = -144528.643838
  nChanged 45
		SP:Iteration 5Q (958.430000 sec): 3 clusters
  Score: Raw -148171.443166 + Penalty 3498.149640 = -144673.293526
  nChanged 40
		SP:Iteration 6Q (958.440000 sec): 3 clusters
  Score: Raw -148279.834991 + Penalty 3498.149640 = -144781.685351
  nChanged 37
		SP:Iteration 7Q (958.440000 sec): 3 clusters
  Score: Raw -148365.559299 + Penalty 3498.149640 = -144867.409659
  nChanged 25
		SP:Iteration 8Q (958.440000 sec): 3 clusters
  Score: Raw -148429.564502 + Penalty 3498.149640 = -144931.414862
  nChanged 16
		SP:Iteration 9Q (958.450000 sec): 3 clusters
  Score: Raw -148464.496657 + Penalty 3498.149640 = -144966.347017
  nChanged 16
		SP:Iteration 10Q (958.450000 sec): 3 clusters
  Score: Raw -148488.065433 + Penalty 3498.149640 = -144989.915793
  nChanged 11
		SP:Iteration 11Q (958.460000 sec): 3 clusters
  Score: Raw -148502.190777 + Penalty 3498.149640 = -145004.041137
  nChanged 7
		SP:Iteration 12Q (958.460000 sec): 3 clusters
  Score: Raw -148509.851376 + Penalty 3498.149640 = -145011.701736
  nChanged 6
		SP:Iteration 13Q (958.460000 sec): 3 clusters
  Score: Raw -148514.207332 + Penalty 3498.149640 = -145016.057692
  nChanged 1
		SP:Iteration 14Q (958.470000 sec): 3 clusters
  Score: Raw -148514.785371 + Penalty 3498.149640 = -145016.635730
  nChanged 1
		SP:Iteration 15Q (958.470000 sec): 3 clusters
  Score: Raw -148515.339381 + Penalty 3498.149640 = -145017.189741
  nChanged 0
		SP:Iteration 16F (958.480000 sec): 3 clusters
  Score: Raw -148515.339381 + Penalty 3498.149640 = -145017.189741
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (15927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (958.540000 sec): 2 clusters
  Score: Raw -2262600.515525 + Penalty 2399.591223 = -2260200.924302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (958.600000 sec): 3 clusters
  Score: Raw -2253608.579203 + Penalty 4799.182446 = -2248809.396757
  nChanged 6910
		SP:Iteration 1F (958.660000 sec): 3 clusters
  Score: Raw -2257275.239027 + Penalty 4799.182446 = -2252476.056581
  nChanged 954
		SP:Iteration 2F (958.720000 sec): 3 clusters
  Score: Raw -2257731.002479 + Penalty 4799.182446 = -2252931.820032
  nChanged 864
		SP:Iteration 3F (958.790000 sec): 3 clusters
  Score: Raw -2258157.565900 + Penalty 4799.182446 = -2253358.383454
  nChanged 831
		SP:Iteration 4F (958.850000 sec): 3 clusters
  Score: Raw -2258580.317826 + Penalty 4799.182446 = -2253781.135380
  nChanged 763
		SP:Iteration 5Q (958.910000 sec): 3 clusters
  Score: Raw -2258962.434981 + Penalty 4799.182446 = -2254163.252535
  nChanged 743
		SP:Iteration 6Q (958.980000 sec): 3 clusters
  Score: Raw -2259343.506973 + Penalty 4799.182446 = -2254544.324527
  nChanged 713
		SP:Iteration 7Q (959.040000 sec): 3 clusters
  Score: Raw -2259731.232729 + Penalty 4799.182446 = -2254932.050282
  nChanged 678
		SP:Iteration 8Q (959.100000 sec): 3 clusters
  Score: Raw -2260160.009198 + Penalty 4799.182446 = -2255360.826751
  nChanged 659
		SP:Iteration 9Q (959.160000 sec): 3 clusters
  Score: Raw -2260641.388234 + Penalty 4799.182446 = -2255842.205788
  nChanged 646
		SP:Iteration 10Q (959.220000 sec): 3 clusters
  Score: Raw -2261138.204390 + Penalty 4799.182446 = -2256339.021944
  nChanged 569
		SP:Iteration 11Q (959.280000 sec): 3 clusters
  Score: Raw -2261532.094522 + Penalty 4799.182446 = -2256732.912075
  nChanged 456
		SP:Iteration 12Q (959.330000 sec): 3 clusters
  Score: Raw -2261799.574065 + Penalty 4799.182446 = -2257000.391619
  nChanged 337
		SP:Iteration 13Q (959.380000 sec): 3 clusters
  Score: Raw -2261943.683389 + Penalty 4799.182446 = -2257144.500943
  nChanged 240
		SP:Iteration 14Q (959.440000 sec): 3 clusters
  Score: Raw -2262036.475397 + Penalty 4799.182446 = -2257237.292950
  nChanged 184
		SP:Iteration 15Q (959.490000 sec): 3 clusters
  Score: Raw -2262104.719855 + Penalty 4799.182446 = -2257305.537409
  nChanged 141
		SP:Iteration 16Q (959.540000 sec): 3 clusters
  Score: Raw -2262152.470699 + Penalty 4799.182446 = -2257353.288253
  nChanged 139
		SP:Iteration 17Q (959.600000 sec): 3 clusters
  Score: Raw -2262200.372121 + Penalty 4799.182446 = -2257401.189675
  nChanged 112
		SP:Iteration 18Q (959.650000 sec): 3 clusters
  Score: Raw -2262238.511980 + Penalty 4799.182446 = -2257439.329533
  nChanged 113
		SP:Iteration 19Q (959.700000 sec): 3 clusters
  Score: Raw -2262278.668628 + Penalty 4799.182446 = -2257479.486181
  nChanged 110
		SP:Iteration 20F (959.760000 sec): 3 clusters
  Score: Raw -2262310.242510 + Penalty 4799.182446 = -2257511.060064
  nChanged 100
		SP:Iteration 21Q (959.810000 sec): 3 clusters
  Score: Raw -2262344.394075 + Penalty 4799.182446 = -2257545.211629
  nChanged 83
		SP:Iteration 22Q (959.860000 sec): 3 clusters
  Score: Raw -2262369.844995 + Penalty 4799.182446 = -2257570.662548
  nChanged 77
		SP:Iteration 23Q (959.910000 sec): 3 clusters
  Score: Raw -2262392.940625 + Penalty 4799.182446 = -2257593.758179
  nChanged 71
		SP:Iteration 24Q (959.960000 sec): 3 clusters
  Score: Raw -2262414.185889 + Penalty 4799.182446 = -2257615.003443
  nChanged 77
		SP:Iteration 25Q (960.010000 sec): 3 clusters
  Score: Raw -2262439.887089 + Penalty 4799.182446 = -2257640.704643
  nChanged 68
		SP:Iteration 26Q (960.060000 sec): 3 clusters
  Score: Raw -2262462.827796 + Penalty 4799.182446 = -2257663.645350
  nChanged 66
		SP:Iteration 27Q (960.110000 sec): 3 clusters
  Score: Raw -2262483.560441 + Penalty 4799.182446 = -2257684.377995
  nChanged 76
		SP:Iteration 28Q (960.160000 sec): 3 clusters
  Score: Raw -2262506.191214 + Penalty 4799.182446 = -2257707.008768
  nChanged 60
		SP:Iteration 29Q (960.200000 sec): 3 clusters
  Score: Raw -2262521.967642 + Penalty 4799.182446 = -2257722.785196
  nChanged 55
		SP:Iteration 30Q (960.250000 sec): 3 clusters
  Score: Raw -2262536.926149 + Penalty 4799.182446 = -2257737.743703
  nChanged 50
		SP:Iteration 31Q (960.300000 sec): 3 clusters
  Score: Raw -2262551.884236 + Penalty 4799.182446 = -2257752.701789
  nChanged 40
		SP:Iteration 32Q (960.350000 sec): 3 clusters
  Score: Raw -2262561.473764 + Penalty 4799.182446 = -2257762.291318
  nChanged 41
		SP:Iteration 33Q (960.400000 sec): 3 clusters
  Score: Raw -2262571.935690 + Penalty 4799.182446 = -2257772.753243
  nChanged 45
		SP:Iteration 34Q (960.450000 sec): 3 clusters
  Score: Raw -2262581.575075 + Penalty 4799.182446 = -2257782.392628
  nChanged 37
		SP:Iteration 35Q (960.500000 sec): 3 clusters
  Score: Raw -2262590.163388 + Penalty 4799.182446 = -2257790.980941
  nChanged 39
		SP:Iteration 36Q (960.540000 sec): 3 clusters
  Score: Raw -2262600.379113 + Penalty 4799.182446 = -2257801.196666
  nChanged 34
		SP:Iteration 37Q (960.600000 sec): 3 clusters
  Score: Raw -2262608.937398 + Penalty 4799.182446 = -2257809.754952
  nChanged 30
		SP:Iteration 38Q (960.640000 sec): 3 clusters
  Score: Raw -2262614.258369 + Penalty 4799.182446 = -2257815.075923
  nChanged 20
		SP:Iteration 39Q (960.690000 sec): 3 clusters
  Score: Raw -2262617.269586 + Penalty 4799.182446 = -2257818.087139
  nChanged 17
		SP:Iteration 40F (960.750000 sec): 3 clusters
  Score: Raw -2262620.327834 + Penalty 4799.182446 = -2257821.145388
  nChanged 15
		SP:Iteration 41Q (960.800000 sec): 3 clusters
  Score: Raw -2262623.088861 + Penalty 4799.182446 = -2257823.906414
  nChanged 15
		SP:Iteration 42Q (960.840000 sec): 3 clusters
  Score: Raw -2262624.938936 + Penalty 4799.182446 = -2257825.756490
  nChanged 8
		SP:Iteration 43Q (960.890000 sec): 3 clusters
  Score: Raw -2262626.532876 + Penalty 4799.182446 = -2257827.350429
  nChanged 12
		SP:Iteration 44Q (960.940000 sec): 3 clusters
  Score: Raw -2262628.244601 + Penalty 4799.182446 = -2257829.062155
  nChanged 9
		SP:Iteration 45Q (960.990000 sec): 3 clusters
  Score: Raw -2262630.274092 + Penalty 4799.182446 = -2257831.091645
  nChanged 17
		SP:Iteration 46Q (961.040000 sec): 3 clusters
  Score: Raw -2262634.559254 + Penalty 4799.182446 = -2257835.376807
  nChanged 25
		SP:Iteration 47Q (961.080000 sec): 3 clusters
  Score: Raw -2262640.460856 + Penalty 4799.182446 = -2257841.278410
  nChanged 33
		SP:Iteration 48Q (961.130000 sec): 3 clusters
  Score: Raw -2262647.783150 + Penalty 4799.182446 = -2257848.600704
  nChanged 28
		SP:Iteration 49Q (961.180000 sec): 3 clusters
  Score: Raw -2262654.485709 + Penalty 4799.182446 = -2257855.303262
  nChanged 27
		SP:Iteration 50Q (961.230000 sec): 3 clusters
  Score: Raw -2262660.038374 + Penalty 4799.182446 = -2257860.855928
  nChanged 26
		SP:Iteration 51Q (961.280000 sec): 3 clusters
  Score: Raw -2262665.547215 + Penalty 4799.182446 = -2257866.364769
  nChanged 23
		SP:Iteration 52Q (961.320000 sec): 3 clusters
  Score: Raw -2262670.625592 + Penalty 4799.182446 = -2257871.443145
  nChanged 20
		SP:Iteration 53Q (961.370000 sec): 3 clusters
  Score: Raw -2262675.933680 + Penalty 4799.182446 = -2257876.751234
  nChanged 27
		SP:Iteration 54Q (961.420000 sec): 3 clusters
  Score: Raw -2262682.873799 + Penalty 4799.182446 = -2257883.691352
  nChanged 24
		SP:Iteration 55Q (961.470000 sec): 3 clusters
  Score: Raw -2262689.206810 + Penalty 4799.182446 = -2257890.024363
  nChanged 23
		SP:Iteration 56Q (961.510000 sec): 3 clusters
  Score: Raw -2262694.384289 + Penalty 4799.182446 = -2257895.201842
  nChanged 21
		SP:Iteration 57Q (961.560000 sec): 3 clusters
  Score: Raw -2262699.703868 + Penalty 4799.182446 = -2257900.521421
  nChanged 28
		SP:Iteration 58Q (961.610000 sec): 3 clusters
  Score: Raw -2262706.228364 + Penalty 4799.182446 = -2257907.045918
  nChanged 34
		SP:Iteration 59Q (961.660000 sec): 3 clusters
  Score: Raw -2262714.984397 + Penalty 4799.182446 = -2257915.801951
  nChanged 30
		SP:Iteration 60F (961.710000 sec): 3 clusters
  Score: Raw -2262722.619574 + Penalty 4799.182446 = -2257923.437127
  nChanged 32
		SP:Iteration 61Q (961.760000 sec): 3 clusters
  Score: Raw -2262730.895538 + Penalty 4799.182446 = -2257931.713091
  nChanged 29
		SP:Iteration 62Q (961.810000 sec): 3 clusters
  Score: Raw -2262738.494745 + Penalty 4799.182446 = -2257939.312298
  nChanged 28
		SP:Iteration 63Q (961.850000 sec): 3 clusters
  Score: Raw -2262744.440469 + Penalty 4799.182446 = -2257945.258022
  nChanged 18
		SP:Iteration 64Q (961.900000 sec): 3 clusters
  Score: Raw -2262747.399957 + Penalty 4799.182446 = -2257948.217511
  nChanged 16
		SP:Iteration 65Q (961.950000 sec): 3 clusters
  Score: Raw -2262750.816737 + Penalty 4799.182446 = -2257951.634291
  nChanged 17
		SP:Iteration 66Q (961.990000 sec): 3 clusters
  Score: Raw -2262754.574864 + Penalty 4799.182446 = -2257955.392417
  nChanged 23
		SP:Iteration 67Q (962.040000 sec): 3 clusters
  Score: Raw -2262759.609775 + Penalty 4799.182446 = -2257960.427329
  nChanged 18
		SP:Iteration 68Q (962.090000 sec): 3 clusters
  Score: Raw -2262763.932460 + Penalty 4799.182446 = -2257964.750014
  nChanged 15
		SP:Iteration 69Q (962.130000 sec): 3 clusters
  Score: Raw -2262767.757796 + Penalty 4799.182446 = -2257968.575350
  nChanged 21
		SP:Iteration 70Q (962.180000 sec): 3 clusters
  Score: Raw -2262773.300632 + Penalty 4799.182446 = -2257974.118186
  nChanged 21
		SP:Iteration 71Q (962.220000 sec): 3 clusters
  Score: Raw -2262778.882213 + Penalty 4799.182446 = -2257979.699766
  nChanged 17
		SP:Iteration 72Q (962.270000 sec): 3 clusters
  Score: Raw -2262782.315973 + Penalty 4799.182446 = -2257983.133526
  nChanged 10
		SP:Iteration 73Q (962.320000 sec): 3 clusters
  Score: Raw -2262784.817729 + Penalty 4799.182446 = -2257985.635283
  nChanged 9
		SP:Iteration 74Q (962.360000 sec): 3 clusters
  Score: Raw -2262786.849712 + Penalty 4799.182446 = -2257987.667265
  nChanged 6
		SP:Iteration 75Q (962.410000 sec): 3 clusters
  Score: Raw -2262787.876969 + Penalty 4799.182446 = -2257988.694523
  nChanged 3
		SP:Iteration 76Q (962.460000 sec): 3 clusters
  Score: Raw -2262788.362352 + Penalty 4799.182446 = -2257989.179906
  nChanged 2
		SP:Iteration 77Q (962.500000 sec): 3 clusters
  Score: Raw -2262788.716616 + Penalty 4799.182446 = -2257989.534169
  nChanged 3
		SP:Iteration 78Q (962.550000 sec): 3 clusters
  Score: Raw -2262789.138699 + Penalty 4799.182446 = -2257989.956253
  nChanged 2
		SP:Iteration 79Q (962.600000 sec): 3 clusters
  Score: Raw -2262789.409559 + Penalty 4799.182446 = -2257990.227113
  nChanged 3
		SP:Iteration 80F (962.650000 sec): 3 clusters
  Score: Raw -2262790.156565 + Penalty 4799.182446 = -2257990.974118
  nChanged 2
		SP:Iteration 81Q (962.700000 sec): 3 clusters
  Score: Raw -2262790.541206 + Penalty 4799.182446 = -2257991.358760
  nChanged 0
		SP:Iteration 82F (962.760000 sec): 3 clusters
  Score: Raw -2262790.541206 + Penalty 4799.182446 = -2257991.358760
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (1314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (962.770000 sec): 2 clusters
  Score: Raw -167067.661982 + Penalty 1780.846137 = -165286.815845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (962.770000 sec): 3 clusters
  Score: Raw -166793.261966 + Penalty 3561.692275 = -163231.569691
  nChanged 391
		SP:Iteration 1F (962.780000 sec): 3 clusters
  Score: Raw -168063.871671 + Penalty 3561.692275 = -164502.179396
  nChanged 204
		SP:Iteration 2F (962.780000 sec): 3 clusters
  Score: Raw -169078.942753 + Penalty 3561.692275 = -165517.250478
  nChanged 185
		SP:Iteration 3F (962.790000 sec): 3 clusters
  Score: Raw -170243.260823 + Penalty 3561.692275 = -166681.568548
  nChanged 108
		SP:Iteration 4F (962.790000 sec): 3 clusters
  Score: Raw -171392.136797 + Penalty 3561.692275 = -167830.444522
  nChanged 29
		SP:Iteration 5Q (962.800000 sec): 3 clusters
  Score: Raw -171724.425357 + Penalty 3561.692275 = -168162.733082
  nChanged 27
		SP:Iteration 6Q (962.800000 sec): 3 clusters
  Score: Raw -172213.183328 + Penalty 3561.692275 = -168651.491053
  nChanged 28
		SP:Iteration 7Q (962.800000 sec): 3 clusters
  Score: Raw -172910.455578 + Penalty 3561.692275 = -169348.763303
  nChanged 10
		SP:Iteration 8Q (962.810000 sec): 3 clusters
  Score: Raw -173476.964905 + Penalty 3561.692275 = -169915.272630
  nChanged 0
		SP:Iteration 9F (962.810000 sec): 3 clusters
  Score: Raw -173476.964905 + Penalty 3561.692275 = -169915.272630
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 26.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2035 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (962.820000 sec): 2 clusters
  Score: Raw -282335.777935 + Penalty 1889.326272 = -280446.451663
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (962.830000 sec): 3 clusters
  Score: Raw -281690.148827 + Penalty 3778.652545 = -277911.496283
  nChanged 695
		SP:Iteration 1F (962.840000 sec): 3 clusters
  Score: Raw -282539.379718 + Penalty 3778.652545 = -278760.727173
  nChanged 229
		SP:Iteration 2F (962.840000 sec): 3 clusters
  Score: Raw -282872.281043 + Penalty 3778.652545 = -279093.628498
  nChanged 131
		SP:Iteration 3F (962.850000 sec): 3 clusters
  Score: Raw -283044.910267 + Penalty 3778.652545 = -279266.257722
  nChanged 81
		SP:Iteration 4Q (962.860000 sec): 3 clusters
  Score: Raw -283121.602877 + Penalty 3778.652545 = -279342.950333
  nChanged 56
		SP:Iteration 5Q (962.870000 sec): 3 clusters
  Score: Raw -283177.981585 + Penalty 3778.652545 = -279399.329040
  nChanged 35
		SP:Iteration 6Q (962.870000 sec): 3 clusters
  Score: Raw -283216.291394 + Penalty 3778.652545 = -279437.638849
  nChanged 30
		SP:Iteration 7Q (962.880000 sec): 3 clusters
  Score: Raw -283260.261030 + Penalty 3778.652545 = -279481.608485
  nChanged 23
		SP:Iteration 8Q (962.890000 sec): 3 clusters
  Score: Raw -283305.451615 + Penalty 3778.652545 = -279526.799071
  nChanged 31
		SP:Iteration 9Q (962.900000 sec): 3 clusters
  Score: Raw -283333.664893 + Penalty 3778.652545 = -279555.012348
  nChanged 31
		SP:Iteration 10Q (962.900000 sec): 3 clusters
  Score: Raw -283350.781165 + Penalty 3778.652545 = -279572.128621
  nChanged 19
		SP:Iteration 11Q (962.910000 sec): 3 clusters
  Score: Raw -283362.325547 + Penalty 3778.652545 = -279583.673003
  nChanged 11
		SP:Iteration 12Q (962.920000 sec): 3 clusters
  Score: Raw -283366.566271 + Penalty 3778.652545 = -279587.913727
  nChanged 4
		SP:Iteration 13Q (962.920000 sec): 3 clusters
  Score: Raw -283369.146741 + Penalty 3778.652545 = -279590.494197
  nChanged 5
		SP:Iteration 14Q (962.930000 sec): 3 clusters
  Score: Raw -283372.686649 + Penalty 3778.652545 = -279594.034104
  nChanged 5
		SP:Iteration 15Q (962.940000 sec): 3 clusters
  Score: Raw -283376.579951 + Penalty 3778.652545 = -279597.927407
  nChanged 3
		SP:Iteration 16Q (962.940000 sec): 3 clusters
  Score: Raw -283377.823977 + Penalty 3778.652545 = -279599.171433
  nChanged 3
		SP:Iteration 17Q (962.950000 sec): 3 clusters
  Score: Raw -283378.950814 + Penalty 3778.652545 = -279600.298270
  nChanged 0
		SP:Iteration 18F (962.960000 sec): 3 clusters
  Score: Raw -283378.950814 + Penalty 3778.652545 = -279600.298270
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (30744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (963.070000 sec): 2 clusters
  Score: Raw -4327227.753279 + Penalty 2562.695633 = -4324665.057647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (963.180000 sec): 3 clusters
  Score: Raw -4308839.161146 + Penalty 5125.391266 = -4303713.769880
  nChanged 13837
		SP:Iteration 1F (963.300000 sec): 3 clusters
  Score: Raw -4316792.448256 + Penalty 5125.391266 = -4311667.056990
  nChanged 1727
		SP:Iteration 2F (963.410000 sec): 3 clusters
  Score: Raw -4317573.429672 + Penalty 5125.391266 = -4312448.038407
  nChanged 1651
		SP:Iteration 3F (963.530000 sec): 3 clusters
  Score: Raw -4318337.317019 + Penalty 5125.391266 = -4313211.925753
  nChanged 1676
		SP:Iteration 4F (963.640000 sec): 3 clusters
  Score: Raw -4319195.654404 + Penalty 5125.391266 = -4314070.263139
  nChanged 1755
		SP:Iteration 5F (963.770000 sec): 3 clusters
  Score: Raw -4320142.582243 + Penalty 5125.391266 = -4315017.190977
  nChanged 1654
		SP:Iteration 6F (963.880000 sec): 3 clusters
  Score: Raw -4321013.537032 + Penalty 5125.391266 = -4315888.145766
  nChanged 1517
		SP:Iteration 7Q (963.990000 sec): 3 clusters
  Score: Raw -4321862.656141 + Penalty 5125.391266 = -4316737.264875
  nChanged 1433
		SP:Iteration 8Q (964.110000 sec): 3 clusters
  Score: Raw -4322732.938248 + Penalty 5125.391266 = -4317607.546982
  nChanged 1324
		SP:Iteration 9Q (964.230000 sec): 3 clusters
  Score: Raw -4323621.101355 + Penalty 5125.391266 = -4318495.710089
  nChanged 1206
		SP:Iteration 10Q (964.340000 sec): 3 clusters
  Score: Raw -4324525.649108 + Penalty 5125.391266 = -4319400.257842
  nChanged 1004
		SP:Iteration 11Q (964.460000 sec): 3 clusters
  Score: Raw -4325310.016345 + Penalty 5125.391266 = -4320184.625079
  nChanged 891
		SP:Iteration 12Q (964.560000 sec): 3 clusters
  Score: Raw -4325967.098174 + Penalty 5125.391266 = -4320841.706909
  nChanged 753
		SP:Iteration 13Q (964.670000 sec): 3 clusters
  Score: Raw -4326477.785524 + Penalty 5125.391266 = -4321352.394258
  nChanged 573
		SP:Iteration 14Q (964.780000 sec): 3 clusters
  Score: Raw -4326836.345304 + Penalty 5125.391266 = -4321710.954038
  nChanged 488
		SP:Iteration 15Q (964.880000 sec): 3 clusters
  Score: Raw -4327118.523112 + Penalty 5125.391266 = -4321993.131846
  nChanged 412
		SP:Iteration 16Q (964.980000 sec): 3 clusters
  Score: Raw -4327331.987660 + Penalty 5125.391266 = -4322206.596394
  nChanged 326
		SP:Iteration 17Q (965.080000 sec): 3 clusters
  Score: Raw -4327488.934893 + Penalty 5125.391266 = -4322363.543627
  nChanged 263
		SP:Iteration 18Q (965.170000 sec): 3 clusters
  Score: Raw -4327602.911984 + Penalty 5125.391266 = -4322477.520719
  nChanged 202
		SP:Iteration 19Q (965.260000 sec): 3 clusters
  Score: Raw -4327663.513654 + Penalty 5125.391266 = -4322538.122388
  nChanged 142
		SP:Iteration 20F (965.380000 sec): 3 clusters
  Score: Raw -4327704.015934 + Penalty 5125.391266 = -4322578.624668
  nChanged 115
		SP:Iteration 21Q (965.470000 sec): 3 clusters
  Score: Raw -4327731.921312 + Penalty 5125.391266 = -4322606.530046
  nChanged 88
		SP:Iteration 22Q (965.560000 sec): 3 clusters
  Score: Raw -4327752.538140 + Penalty 5125.391266 = -4322627.146874
  nChanged 86
		SP:Iteration 23Q (965.660000 sec): 3 clusters
  Score: Raw -4327770.910035 + Penalty 5125.391266 = -4322645.518769
  nChanged 78
		SP:Iteration 24Q (965.750000 sec): 3 clusters
  Score: Raw -4327787.419137 + Penalty 5125.391266 = -4322662.027871
  nChanged 74
		SP:Iteration 25Q (965.840000 sec): 3 clusters
  Score: Raw -4327803.746517 + Penalty 5125.391266 = -4322678.355251
  nChanged 74
		SP:Iteration 26Q (965.930000 sec): 3 clusters
  Score: Raw -4327818.382344 + Penalty 5125.391266 = -4322692.991078
  nChanged 55
		SP:Iteration 27Q (966.020000 sec): 3 clusters
  Score: Raw -4327828.887101 + Penalty 5125.391266 = -4322703.495835
  nChanged 54
		SP:Iteration 28Q (966.110000 sec): 3 clusters
  Score: Raw -4327840.783235 + Penalty 5125.391266 = -4322715.391970
  nChanged 51
		SP:Iteration 29Q (966.200000 sec): 3 clusters
  Score: Raw -4327851.720992 + Penalty 5125.391266 = -4322726.329726
  nChanged 50
		SP:Iteration 30Q (966.300000 sec): 3 clusters
  Score: Raw -4327861.218715 + Penalty 5125.391266 = -4322735.827449
  nChanged 29
		SP:Iteration 31Q (966.380000 sec): 3 clusters
  Score: Raw -4327865.282312 + Penalty 5125.391266 = -4322739.891046
  nChanged 28
		SP:Iteration 32Q (966.480000 sec): 3 clusters
  Score: Raw -4327869.217880 + Penalty 5125.391266 = -4322743.826615
  nChanged 28
		SP:Iteration 33Q (966.570000 sec): 3 clusters
  Score: Raw -4327874.270328 + Penalty 5125.391266 = -4322748.879062
  nChanged 37
		SP:Iteration 34Q (966.660000 sec): 3 clusters
  Score: Raw -4327882.666112 + Penalty 5125.391266 = -4322757.274846
  nChanged 39
		SP:Iteration 35Q (966.750000 sec): 3 clusters
  Score: Raw -4327890.907418 + Penalty 5125.391266 = -4322765.516152
  nChanged 31
		SP:Iteration 36Q (966.840000 sec): 3 clusters
  Score: Raw -4327897.097898 + Penalty 5125.391266 = -4322771.706632
  nChanged 30
		SP:Iteration 37Q (966.930000 sec): 3 clusters
  Score: Raw -4327902.398282 + Penalty 5125.391266 = -4322777.007017
  nChanged 22
		SP:Iteration 38Q (967.020000 sec): 3 clusters
  Score: Raw -4327906.159353 + Penalty 5125.391266 = -4322780.768088
  nChanged 25
		SP:Iteration 39Q (967.110000 sec): 3 clusters
  Score: Raw -4327910.117084 + Penalty 5125.391266 = -4322784.725818
  nChanged 21
		SP:Iteration 40F (967.220000 sec): 3 clusters
  Score: Raw -4327912.995722 + Penalty 5125.391266 = -4322787.604457
  nChanged 14
		SP:Iteration 41Q (967.310000 sec): 3 clusters
  Score: Raw -4327914.467773 + Penalty 5125.391266 = -4322789.076508
  nChanged 12
		SP:Iteration 42Q (967.400000 sec): 3 clusters
  Score: Raw -4327916.247803 + Penalty 5125.391266 = -4322790.856537
  nChanged 13
		SP:Iteration 43Q (967.490000 sec): 3 clusters
  Score: Raw -4327918.054286 + Penalty 5125.391266 = -4322792.663020
  nChanged 10
		SP:Iteration 44Q (967.580000 sec): 3 clusters
  Score: Raw -4327919.547119 + Penalty 5125.391266 = -4322794.155854
  nChanged 10
		SP:Iteration 45Q (967.670000 sec): 3 clusters
  Score: Raw -4327921.083108 + Penalty 5125.391266 = -4322795.691842
  nChanged 12
		SP:Iteration 46Q (967.760000 sec): 3 clusters
  Score: Raw -4327922.936285 + Penalty 5125.391266 = -4322797.545020
  nChanged 14
		SP:Iteration 47Q (967.840000 sec): 3 clusters
  Score: Raw -4327924.334303 + Penalty 5125.391266 = -4322798.943038
  nChanged 10
		SP:Iteration 48Q (967.940000 sec): 3 clusters
  Score: Raw -4327925.781128 + Penalty 5125.391266 = -4322800.389863
  nChanged 12
		SP:Iteration 49Q (968.020000 sec): 3 clusters
  Score: Raw -4327927.251205 + Penalty 5125.391266 = -4322801.859940
  nChanged 13
		SP:Iteration 50Q (968.110000 sec): 3 clusters
  Score: Raw -4327928.739849 + Penalty 5125.391266 = -4322803.348584
  nChanged 17
		SP:Iteration 51Q (968.200000 sec): 3 clusters
  Score: Raw -4327931.189760 + Penalty 5125.391266 = -4322805.798495
  nChanged 15
		SP:Iteration 52Q (968.290000 sec): 3 clusters
  Score: Raw -4327933.082942 + Penalty 5125.391266 = -4322807.691676
  nChanged 12
		SP:Iteration 53Q (968.380000 sec): 3 clusters
  Score: Raw -4327934.617394 + Penalty 5125.391266 = -4322809.226128
  nChanged 14
		SP:Iteration 54Q (968.470000 sec): 3 clusters
  Score: Raw -4327936.710935 + Penalty 5125.391266 = -4322811.319670
  nChanged 18
		SP:Iteration 55Q (968.560000 sec): 3 clusters
  Score: Raw -4327939.220959 + Penalty 5125.391266 = -4322813.829694
  nChanged 13
		SP:Iteration 56Q (968.650000 sec): 3 clusters
  Score: Raw -4327940.516608 + Penalty 5125.391266 = -4322815.125342
  nChanged 9
		SP:Iteration 57Q (968.740000 sec): 3 clusters
  Score: Raw -4327942.012015 + Penalty 5125.391266 = -4322816.620749
  nChanged 8
		SP:Iteration 58Q (968.820000 sec): 3 clusters
  Score: Raw -4327943.100298 + Penalty 5125.391266 = -4322817.709032
  nChanged 9
		SP:Iteration 59Q (968.910000 sec): 3 clusters
  Score: Raw -4327944.098190 + Penalty 5125.391266 = -4322818.706924
  nChanged 5
		SP:Iteration 60F (969.030000 sec): 3 clusters
  Score: Raw -4327944.809775 + Penalty 5125.391266 = -4322819.418509
  nChanged 8
		SP:Iteration 61Q (969.120000 sec): 3 clusters
  Score: Raw -4327945.943886 + Penalty 5125.391266 = -4322820.552621
  nChanged 7
		SP:Iteration 62Q (969.200000 sec): 3 clusters
  Score: Raw -4327946.948471 + Penalty 5125.391266 = -4322821.557206
  nChanged 8
		SP:Iteration 63Q (969.290000 sec): 3 clusters
  Score: Raw -4327948.397845 + Penalty 5125.391266 = -4322823.006579
  nChanged 11
		SP:Iteration 64Q (969.380000 sec): 3 clusters
  Score: Raw -4327950.448103 + Penalty 5125.391266 = -4322825.056838
  nChanged 11
		SP:Iteration 65Q (969.470000 sec): 3 clusters
  Score: Raw -4327951.803538 + Penalty 5125.391266 = -4322826.412273
  nChanged 8
		SP:Iteration 66Q (969.560000 sec): 3 clusters
  Score: Raw -4327953.222300 + Penalty 5125.391266 = -4322827.831034
  nChanged 8
		SP:Iteration 67Q (969.640000 sec): 3 clusters
  Score: Raw -4327954.393724 + Penalty 5125.391266 = -4322829.002459
  nChanged 7
		SP:Iteration 68Q (969.730000 sec): 3 clusters
  Score: Raw -4327955.463101 + Penalty 5125.391266 = -4322830.071836
  nChanged 6
		SP:Iteration 69Q (969.820000 sec): 3 clusters
  Score: Raw -4327956.084433 + Penalty 5125.391266 = -4322830.693168
  nChanged 2
		SP:Iteration 70Q (969.910000 sec): 3 clusters
  Score: Raw -4327956.393249 + Penalty 5125.391266 = -4322831.001984
  nChanged 2
		SP:Iteration 71Q (970.000000 sec): 3 clusters
  Score: Raw -4327956.662289 + Penalty 5125.391266 = -4322831.271023
  nChanged 3
		SP:Iteration 72Q (970.090000 sec): 3 clusters
  Score: Raw -4327957.197034 + Penalty 5125.391266 = -4322831.805768
  nChanged 2
		SP:Iteration 73Q (970.180000 sec): 3 clusters
  Score: Raw -4327957.530705 + Penalty 5125.391266 = -4322832.139440
  nChanged 2
		SP:Iteration 74Q (970.260000 sec): 3 clusters
  Score: Raw -4327957.739530 + Penalty 5125.391266 = -4322832.348265
  nChanged 1
		SP:Iteration 75Q (970.350000 sec): 3 clusters
  Score: Raw -4327957.934704 + Penalty 5125.391266 = -4322832.543438
  nChanged 4
		SP:Iteration 76Q (970.440000 sec): 3 clusters
  Score: Raw -4327958.473389 + Penalty 5125.391266 = -4322833.082123
  nChanged 5
		SP:Iteration 77Q (970.530000 sec): 3 clusters
  Score: Raw -4327959.334354 + Penalty 5125.391266 = -4322833.943088
  nChanged 7
		SP:Iteration 78Q (970.620000 sec): 3 clusters
  Score: Raw -4327960.330728 + Penalty 5125.391266 = -4322834.939463
  nChanged 8
		SP:Iteration 79Q (970.700000 sec): 3 clusters
  Score: Raw -4327961.684489 + Penalty 5125.391266 = -4322836.293223
  nChanged 7
		SP:Iteration 80F (970.820000 sec): 3 clusters
  Score: Raw -4327962.801744 + Penalty 5125.391266 = -4322837.410478
  nChanged 11
		SP:Iteration 81Q (970.900000 sec): 3 clusters
  Score: Raw -4327964.691595 + Penalty 5125.391266 = -4322839.300330
  nChanged 13
		SP:Iteration 82Q (970.990000 sec): 3 clusters
  Score: Raw -4327966.405051 + Penalty 5125.391266 = -4322841.013785
  nChanged 13
		SP:Iteration 83Q (971.080000 sec): 3 clusters
  Score: Raw -4327968.434687 + Penalty 5125.391266 = -4322843.043421
  nChanged 12
		SP:Iteration 84Q (971.160000 sec): 3 clusters
  Score: Raw -4327970.156094 + Penalty 5125.391266 = -4322844.764828
  nChanged 14
		SP:Iteration 85Q (971.260000 sec): 3 clusters
  Score: Raw -4327971.934232 + Penalty 5125.391266 = -4322846.542967
  nChanged 10
		SP:Iteration 86Q (971.340000 sec): 3 clusters
  Score: Raw -4327973.443232 + Penalty 5125.391266 = -4322848.051966
  nChanged 12
		SP:Iteration 87Q (971.430000 sec): 3 clusters
  Score: Raw -4327975.056052 + Penalty 5125.391266 = -4322849.664787
  nChanged 9
		SP:Iteration 88Q (971.520000 sec): 3 clusters
  Score: Raw -4327976.508340 + Penalty 5125.391266 = -4322851.117074
  nChanged 6
		SP:Iteration 89Q (971.610000 sec): 3 clusters
  Score: Raw -4327977.709684 + Penalty 5125.391266 = -4322852.318418
  nChanged 6
		SP:Iteration 90Q (971.700000 sec): 3 clusters
  Score: Raw -4327978.658212 + Penalty 5125.391266 = -4322853.266946
  nChanged 5
		SP:Iteration 91Q (971.780000 sec): 3 clusters
  Score: Raw -4327979.550576 + Penalty 5125.391266 = -4322854.159311
  nChanged 4
		SP:Iteration 92Q (971.870000 sec): 3 clusters
  Score: Raw -4327980.074861 + Penalty 5125.391266 = -4322854.683596
  nChanged 6
		SP:Iteration 93Q (971.960000 sec): 3 clusters
  Score: Raw -4327980.790619 + Penalty 5125.391266 = -4322855.399353
  nChanged 6
		SP:Iteration 94Q (972.050000 sec): 3 clusters
  Score: Raw -4327981.582291 + Penalty 5125.391266 = -4322856.191025
  nChanged 3
		SP:Iteration 95Q (972.140000 sec): 3 clusters
  Score: Raw -4327982.351522 + Penalty 5125.391266 = -4322856.960257
  nChanged 5
		SP:Iteration 96Q (972.220000 sec): 3 clusters
  Score: Raw -4327983.001450 + Penalty 5125.391266 = -4322857.610185
  nChanged 5
		SP:Iteration 97Q (972.310000 sec): 3 clusters
  Score: Raw -4327983.515662 + Penalty 5125.391266 = -4322858.124396
  nChanged 1
		SP:Iteration 98Q (972.400000 sec): 3 clusters
  Score: Raw -4327983.568009 + Penalty 5125.391266 = -4322858.176743
  nChanged 0
		SP:Iteration 99F (972.510000 sec): 3 clusters
  Score: Raw -4327983.568009 + Penalty 5125.391266 = -4322858.176743
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (210928 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (973.260000 sec): 2 clusters
  Score: Raw -30911733.664913 + Penalty 3040.299486 = -30908693.365427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (974.080000 sec): 3 clusters
  Score: Raw -30773150.392367 + Penalty 6080.598973 = -30767069.793395
  nChanged 101469
		SP:Iteration 1F (974.890000 sec): 3 clusters
  Score: Raw -30833936.332535 + Penalty 6080.598973 = -30827855.733563
  nChanged 8315
		SP:Iteration 2Q (975.720000 sec): 3 clusters
  Score: Raw -30836886.085103 + Penalty 6080.598973 = -30830805.486131
  nChanged 10162
		SP:Iteration 3Q (976.550000 sec): 3 clusters
  Score: Raw -30841447.208952 + Penalty 6080.598973 = -30835366.609980
  nChanged 12019
		SP:Iteration 4F (977.360000 sec): 3 clusters
  Score: Raw -30847879.991385 + Penalty 6080.598973 = -30841799.392413
  nChanged 13471
		SP:Iteration 5F (978.160000 sec): 3 clusters
  Score: Raw -30855948.799423 + Penalty 6080.598973 = -30849868.200450
  nChanged 13696
		SP:Iteration 6F (978.970000 sec): 3 clusters
  Score: Raw -30864163.587126 + Penalty 6080.598973 = -30858082.988154
  nChanged 12689
		SP:Iteration 7F (979.810000 sec): 3 clusters
  Score: Raw -30871552.707201 + Penalty 6080.598973 = -30865472.108228
  nChanged 11428
		SP:Iteration 8F (980.680000 sec): 3 clusters
  Score: Raw -30878135.932463 + Penalty 6080.598973 = -30872055.333490
  nChanged 10320
		SP:Iteration 9Q (981.520000 sec): 3 clusters
  Score: Raw -30884182.636081 + Penalty 6080.598973 = -30878102.037109
  nChanged 9881
		SP:Iteration 10Q (982.310000 sec): 3 clusters
  Score: Raw -30890099.232730 + Penalty 6080.598973 = -30884018.633757
  nChanged 9613
		SP:Iteration 11Q (983.100000 sec): 3 clusters
  Score: Raw -30895859.372908 + Penalty 6080.598973 = -30889778.773935
  nChanged 9145
		SP:Iteration 12Q (983.860000 sec): 3 clusters
  Score: Raw -30901436.373773 + Penalty 6080.598973 = -30895355.774800
  nChanged 8557
		SP:Iteration 13Q (984.610000 sec): 3 clusters
  Score: Raw -30906778.363603 + Penalty 6080.598973 = -30900697.764630
  nChanged 7536
		SP:Iteration 14Q (985.340000 sec): 3 clusters
  Score: Raw -30911507.587369 + Penalty 6080.598973 = -30905426.988397
  nChanged 6277
		SP:Iteration 15Q (986.060000 sec): 3 clusters
  Score: Raw -30915288.862682 + Penalty 6080.598973 = -30909208.263710
  nChanged 4953
		SP:Iteration 16Q (986.750000 sec): 3 clusters
  Score: Raw -30917961.693087 + Penalty 6080.598973 = -30911881.094114
  nChanged 3750
		SP:Iteration 17Q (987.420000 sec): 3 clusters
  Score: Raw -30919634.734725 + Penalty 6080.598973 = -30913554.135752
  nChanged 2752
		SP:Iteration 18Q (988.080000 sec): 3 clusters
  Score: Raw -30920588.706205 + Penalty 6080.598973 = -30914508.107232
  nChanged 2100
		SP:Iteration 19Q (988.730000 sec): 3 clusters
  Score: Raw -30921166.721444 + Penalty 6080.598973 = -30915086.122471
  nChanged 1563
		SP:Iteration 20F (989.520000 sec): 3 clusters
  Score: Raw -30921511.630333 + Penalty 6080.598973 = -30915431.031360
  nChanged 1183
		SP:Iteration 21Q (990.160000 sec): 3 clusters
  Score: Raw -30921731.251564 + Penalty 6080.598973 = -30915650.652592
  nChanged 927
		SP:Iteration 22Q (990.790000 sec): 3 clusters
  Score: Raw -30921873.700064 + Penalty 6080.598973 = -30915793.101091
  nChanged 748
		SP:Iteration 23Q (991.430000 sec): 3 clusters
  Score: Raw -30921969.680815 + Penalty 6080.598973 = -30915889.081842
  nChanged 564
		SP:Iteration 24Q (992.060000 sec): 3 clusters
  Score: Raw -30922030.164532 + Penalty 6080.598973 = -30915949.565560
  nChanged 440
		SP:Iteration 25Q (992.700000 sec): 3 clusters
  Score: Raw -30922069.513083 + Penalty 6080.598973 = -30915988.914111
  nChanged 324
		SP:Iteration 26Q (993.320000 sec): 3 clusters
  Score: Raw -30922096.226233 + Penalty 6080.598973 = -30916015.627260
  nChanged 274
		SP:Iteration 27Q (993.940000 sec): 3 clusters
  Score: Raw -30922116.858720 + Penalty 6080.598973 = -30916036.259747
  nChanged 205
		SP:Iteration 28Q (994.560000 sec): 3 clusters
  Score: Raw -30922131.472541 + Penalty 6080.598973 = -30916050.873568
  nChanged 193
		SP:Iteration 29Q (995.190000 sec): 3 clusters
  Score: Raw -30922144.391186 + Penalty 6080.598973 = -30916063.792213
  nChanged 154
		SP:Iteration 30Q (995.810000 sec): 3 clusters
  Score: Raw -30922152.874208 + Penalty 6080.598973 = -30916072.275236
  nChanged 114
		SP:Iteration 31Q (996.430000 sec): 3 clusters
  Score: Raw -30922158.475521 + Penalty 6080.598973 = -30916077.876548
  nChanged 94
		SP:Iteration 32Q (997.050000 sec): 3 clusters
  Score: Raw -30922162.933755 + Penalty 6080.598973 = -30916082.334782
  nChanged 77
		SP:Iteration 33Q (997.670000 sec): 3 clusters
  Score: Raw -30922166.841651 + Penalty 6080.598973 = -30916086.242679
  nChanged 62
		SP:Iteration 34Q (998.300000 sec): 3 clusters
  Score: Raw -30922169.605870 + Penalty 6080.598973 = -30916089.006897
  nChanged 48
		SP:Iteration 35Q (998.920000 sec): 3 clusters
  Score: Raw -30922171.419995 + Penalty 6080.598973 = -30916090.821023
  nChanged 35
		SP:Iteration 36Q (999.540000 sec): 3 clusters
  Score: Raw -30922172.664160 + Penalty 6080.598973 = -30916092.065187
  nChanged 32
		SP:Iteration 37Q (1000.160000 sec): 3 clusters
  Score: Raw -30922173.865338 + Penalty 6080.598973 = -30916093.266366
  nChanged 29
		SP:Iteration 38Q (1000.780000 sec): 3 clusters
  Score: Raw -30922174.915505 + Penalty 6080.598973 = -30916094.316532
  nChanged 26
		SP:Iteration 39Q (1001.390000 sec): 3 clusters
  Score: Raw -30922175.820660 + Penalty 6080.598973 = -30916095.221687
  nChanged 20
		SP:Iteration 40F (1002.180000 sec): 3 clusters
  Score: Raw -30922176.714929 + Penalty 6080.598973 = -30916096.115957
  nChanged 22
		SP:Iteration 41Q (1002.800000 sec): 3 clusters
  Score: Raw -30922177.569686 + Penalty 6080.598973 = -30916096.970713
  nChanged 19
		SP:Iteration 42Q (1003.410000 sec): 3 clusters
  Score: Raw -30922178.349586 + Penalty 6080.598973 = -30916097.750613
  nChanged 16
		SP:Iteration 43Q (1004.030000 sec): 3 clusters
  Score: Raw -30922178.968775 + Penalty 6080.598973 = -30916098.369802
  nChanged 20
		SP:Iteration 44Q (1004.650000 sec): 3 clusters
  Score: Raw -30922179.516672 + Penalty 6080.598973 = -30916098.917699
  nChanged 15
		SP:Iteration 45Q (1005.280000 sec): 3 clusters
  Score: Raw -30922180.039367 + Penalty 6080.598973 = -30916099.440395
  nChanged 11
		SP:Iteration 46Q (1005.900000 sec): 3 clusters
  Score: Raw -30922180.352723 + Penalty 6080.598973 = -30916099.753751
  nChanged 9
		SP:Iteration 47Q (1006.510000 sec): 3 clusters
  Score: Raw -30922180.606613 + Penalty 6080.598973 = -30916100.007640
  nChanged 6
		SP:Iteration 48Q (1007.130000 sec): 3 clusters
  Score: Raw -30922180.746315 + Penalty 6080.598973 = -30916100.147343
  nChanged 3
		SP:Iteration 49Q (1007.750000 sec): 3 clusters
  Score: Raw -30922180.822256 + Penalty 6080.598973 = -30916100.223283
  nChanged 2
		SP:Iteration 50Q (1008.370000 sec): 3 clusters
  Score: Raw -30922180.864883 + Penalty 6080.598973 = -30916100.265911
  nChanged 1
		SP:Iteration 51Q (1008.990000 sec): 3 clusters
  Score: Raw -30922180.886061 + Penalty 6080.598973 = -30916100.287088
  nChanged 0
		SP:Iteration 52F (1009.770000 sec): 3 clusters
  Score: Raw -30922180.886061 + Penalty 6080.598973 = -30916100.287088
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 27.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1010.190000 sec): 2 clusters
  Score: Raw -17489174.565057 + Penalty 2900.322042 = -17486274.243016
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1010.650000 sec): 3 clusters
  Score: Raw -17411870.661440 + Penalty 5800.644083 = -17406070.017357
  nChanged 56987
		SP:Iteration 1F (1011.100000 sec): 3 clusters
  Score: Raw -17445591.858583 + Penalty 5800.644083 = -17439791.214499
  nChanged 5124
		SP:Iteration 2Q (1011.570000 sec): 3 clusters
  Score: Raw -17447588.070919 + Penalty 5800.644083 = -17441787.426835
  nChanged 6381
		SP:Iteration 3F (1012.020000 sec): 3 clusters
  Score: Raw -17450879.646359 + Penalty 5800.644083 = -17445079.002276
  nChanged 8201
		SP:Iteration 4F (1012.470000 sec): 3 clusters
  Score: Raw -17456545.368479 + Penalty 5800.644083 = -17450744.724396
  nChanged 9739
		SP:Iteration 5F (1012.920000 sec): 3 clusters
  Score: Raw -17464840.025769 + Penalty 5800.644083 = -17459039.381686
  nChanged 9603
		SP:Iteration 6F (1013.370000 sec): 3 clusters
  Score: Raw -17474225.800314 + Penalty 5800.644083 = -17468425.156230
  nChanged 7231
		SP:Iteration 7F (1013.820000 sec): 3 clusters
  Score: Raw -17481530.327021 + Penalty 5800.644083 = -17475729.682937
  nChanged 4144
		SP:Iteration 8Q (1014.240000 sec): 3 clusters
  Score: Raw -17485639.370493 + Penalty 5800.644083 = -17479838.726410
  nChanged 2170
		SP:Iteration 9Q (1014.610000 sec): 3 clusters
  Score: Raw -17487560.265828 + Penalty 5800.644083 = -17481759.621745
  nChanged 1259
		SP:Iteration 10Q (1014.970000 sec): 3 clusters
  Score: Raw -17488518.116370 + Penalty 5800.644083 = -17482717.472287
  nChanged 809
		SP:Iteration 11Q (1015.310000 sec): 3 clusters
  Score: Raw -17488970.464581 + Penalty 5800.644083 = -17483169.820498
  nChanged 523
		SP:Iteration 12Q (1015.650000 sec): 3 clusters
  Score: Raw -17489201.555483 + Penalty 5800.644083 = -17483400.911400
  nChanged 374
		SP:Iteration 13Q (1015.990000 sec): 3 clusters
  Score: Raw -17489358.479909 + Penalty 5800.644083 = -17483557.835826
  nChanged 291
		SP:Iteration 14Q (1016.320000 sec): 3 clusters
  Score: Raw -17489469.811294 + Penalty 5800.644083 = -17483669.167210
  nChanged 234
		SP:Iteration 15Q (1016.650000 sec): 3 clusters
  Score: Raw -17489559.552570 + Penalty 5800.644083 = -17483758.908487
  nChanged 187
		SP:Iteration 16Q (1016.980000 sec): 3 clusters
  Score: Raw -17489622.604959 + Penalty 5800.644083 = -17483821.960876
  nChanged 164
		SP:Iteration 17Q (1017.310000 sec): 3 clusters
  Score: Raw -17489679.005159 + Penalty 5800.644083 = -17483878.361076
  nChanged 161
		SP:Iteration 18Q (1017.640000 sec): 3 clusters
  Score: Raw -17489735.022019 + Penalty 5800.644083 = -17483934.377936
  nChanged 132
		SP:Iteration 19Q (1017.970000 sec): 3 clusters
  Score: Raw -17489781.877158 + Penalty 5800.644083 = -17483981.233075
  nChanged 102
		SP:Iteration 20F (1018.410000 sec): 3 clusters
  Score: Raw -17489821.633104 + Penalty 5800.644083 = -17484020.989021
  nChanged 103
		SP:Iteration 21Q (1018.740000 sec): 3 clusters
  Score: Raw -17489856.796423 + Penalty 5800.644083 = -17484056.152340
  nChanged 81
		SP:Iteration 22Q (1019.060000 sec): 3 clusters
  Score: Raw -17489883.052964 + Penalty 5800.644083 = -17484082.408881
  nChanged 56
		SP:Iteration 23Q (1019.390000 sec): 3 clusters
  Score: Raw -17489899.086478 + Penalty 5800.644083 = -17484098.442395
  nChanged 45
		SP:Iteration 24Q (1019.710000 sec): 3 clusters
  Score: Raw -17489909.459480 + Penalty 5800.644083 = -17484108.815396
  nChanged 48
		SP:Iteration 25Q (1020.030000 sec): 3 clusters
  Score: Raw -17489921.603740 + Penalty 5800.644083 = -17484120.959657
  nChanged 45
		SP:Iteration 26Q (1020.360000 sec): 3 clusters
  Score: Raw -17489932.087586 + Penalty 5800.644083 = -17484131.443503
  nChanged 31
		SP:Iteration 27Q (1020.680000 sec): 3 clusters
  Score: Raw -17489938.121798 + Penalty 5800.644083 = -17484137.477715
  nChanged 28
		SP:Iteration 28Q (1021.010000 sec): 3 clusters
  Score: Raw -17489943.452373 + Penalty 5800.644083 = -17484142.808290
  nChanged 27
		SP:Iteration 29Q (1021.330000 sec): 3 clusters
  Score: Raw -17489949.348339 + Penalty 5800.644083 = -17484148.704256
  nChanged 24
		SP:Iteration 30Q (1021.650000 sec): 3 clusters
  Score: Raw -17489955.892801 + Penalty 5800.644083 = -17484155.248718
  nChanged 19
		SP:Iteration 31Q (1021.980000 sec): 3 clusters
  Score: Raw -17489960.196533 + Penalty 5800.644083 = -17484159.552450
  nChanged 22
		SP:Iteration 32Q (1022.300000 sec): 3 clusters
  Score: Raw -17489966.004690 + Penalty 5800.644083 = -17484165.360607
  nChanged 25
		SP:Iteration 33Q (1022.620000 sec): 3 clusters
  Score: Raw -17489971.139641 + Penalty 5800.644083 = -17484170.495558
  nChanged 19
		SP:Iteration 34Q (1022.940000 sec): 3 clusters
  Score: Raw -17489975.874156 + Penalty 5800.644083 = -17484175.230073
  nChanged 20
		SP:Iteration 35Q (1023.270000 sec): 3 clusters
  Score: Raw -17489980.587565 + Penalty 5800.644083 = -17484179.943482
  nChanged 18
		SP:Iteration 36Q (1023.590000 sec): 3 clusters
  Score: Raw -17489984.316913 + Penalty 5800.644083 = -17484183.672830
  nChanged 12
		SP:Iteration 37Q (1023.910000 sec): 3 clusters
  Score: Raw -17489987.009328 + Penalty 5800.644083 = -17484186.365244
  nChanged 19
		SP:Iteration 38Q (1024.230000 sec): 3 clusters
  Score: Raw -17489991.157826 + Penalty 5800.644083 = -17484190.513743
  nChanged 16
		SP:Iteration 39Q (1024.550000 sec): 3 clusters
  Score: Raw -17489994.326258 + Penalty 5800.644083 = -17484193.682175
  nChanged 17
		SP:Iteration 40F (1024.990000 sec): 3 clusters
  Score: Raw -17489998.282308 + Penalty 5800.644083 = -17484197.638225
  nChanged 17
		SP:Iteration 41Q (1025.320000 sec): 3 clusters
  Score: Raw -17490002.259779 + Penalty 5800.644083 = -17484201.615696
  nChanged 15
		SP:Iteration 42Q (1025.640000 sec): 3 clusters
  Score: Raw -17490006.230575 + Penalty 5800.644083 = -17484205.586492
  nChanged 15
		SP:Iteration 43Q (1025.960000 sec): 3 clusters
  Score: Raw -17490010.675220 + Penalty 5800.644083 = -17484210.031137
  nChanged 14
		SP:Iteration 44Q (1026.290000 sec): 3 clusters
  Score: Raw -17490014.201933 + Penalty 5800.644083 = -17484213.557850
  nChanged 16
		SP:Iteration 45Q (1026.610000 sec): 3 clusters
  Score: Raw -17490017.485642 + Penalty 5800.644083 = -17484216.841558
  nChanged 12
		SP:Iteration 46Q (1026.930000 sec): 3 clusters
  Score: Raw -17490020.512579 + Penalty 5800.644083 = -17484219.868496
  nChanged 5
		SP:Iteration 47Q (1027.250000 sec): 3 clusters
  Score: Raw -17490021.311259 + Penalty 5800.644083 = -17484220.667175
  nChanged 4
		SP:Iteration 48Q (1027.570000 sec): 3 clusters
  Score: Raw -17490022.195033 + Penalty 5800.644083 = -17484221.550950
  nChanged 2
		SP:Iteration 49Q (1027.890000 sec): 3 clusters
  Score: Raw -17490022.654489 + Penalty 5800.644083 = -17484222.010406
  nChanged 0
		SP:Iteration 50F (1028.340000 sec): 3 clusters
  Score: Raw -17490022.654489 + Penalty 5800.644083 = -17484222.010406
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (10792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1028.430000 sec): 2 clusters
  Score: Raw -1639774.611211 + Penalty 2303.066979 = -1637471.544232
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1028.470000 sec): 3 clusters
  Score: Raw -1633930.154395 + Penalty 4606.133957 = -1629324.020438
  nChanged 4541
		SP:Iteration 1F (1028.510000 sec): 3 clusters
  Score: Raw -1636217.169758 + Penalty 4606.133957 = -1631611.035800
  nChanged 641
		SP:Iteration 2F (1028.550000 sec): 3 clusters
  Score: Raw -1636497.881593 + Penalty 4606.133957 = -1631891.747636
  nChanged 501
		SP:Iteration 3Q (1028.590000 sec): 3 clusters
  Score: Raw -1636697.580396 + Penalty 4606.133957 = -1632091.446439
  nChanged 405
		SP:Iteration 4Q (1028.630000 sec): 3 clusters
  Score: Raw -1636850.402439 + Penalty 4606.133957 = -1632244.268481
  nChanged 348
		SP:Iteration 5Q (1028.670000 sec): 3 clusters
  Score: Raw -1636979.525335 + Penalty 4606.133957 = -1632373.391378
  nChanged 311
		SP:Iteration 6Q (1028.710000 sec): 3 clusters
  Score: Raw -1637098.315047 + Penalty 4606.133957 = -1632492.181090
  nChanged 322
		SP:Iteration 7Q (1028.750000 sec): 3 clusters
  Score: Raw -1637229.040064 + Penalty 4606.133957 = -1632622.906106
  nChanged 353
		SP:Iteration 8Q (1028.790000 sec): 3 clusters
  Score: Raw -1637382.280159 + Penalty 4606.133957 = -1632776.146202
  nChanged 399
		SP:Iteration 9Q (1028.830000 sec): 3 clusters
  Score: Raw -1637563.585749 + Penalty 4606.133957 = -1632957.451792
  nChanged 427
		SP:Iteration 10Q (1028.870000 sec): 3 clusters
  Score: Raw -1637779.649810 + Penalty 4606.133957 = -1633173.515852
  nChanged 451
		SP:Iteration 11Q (1028.910000 sec): 3 clusters
  Score: Raw -1638017.200565 + Penalty 4606.133957 = -1633411.066608
  nChanged 433
		SP:Iteration 12Q (1028.940000 sec): 3 clusters
  Score: Raw -1638251.172546 + Penalty 4606.133957 = -1633645.038589
  nChanged 428
		SP:Iteration 13Q (1028.980000 sec): 3 clusters
  Score: Raw -1638498.223465 + Penalty 4606.133957 = -1633892.089507
  nChanged 428
		SP:Iteration 14Q (1029.020000 sec): 3 clusters
  Score: Raw -1638759.302151 + Penalty 4606.133957 = -1634153.168193
  nChanged 418
		SP:Iteration 15Q (1029.060000 sec): 3 clusters
  Score: Raw -1639036.831099 + Penalty 4606.133957 = -1634430.697141
  nChanged 387
		SP:Iteration 16Q (1029.100000 sec): 3 clusters
  Score: Raw -1639304.925826 + Penalty 4606.133957 = -1634698.791868
  nChanged 331
		SP:Iteration 17Q (1029.140000 sec): 3 clusters
  Score: Raw -1639533.211153 + Penalty 4606.133957 = -1634927.077196
  nChanged 265
		SP:Iteration 18Q (1029.180000 sec): 3 clusters
  Score: Raw -1639710.768751 + Penalty 4606.133957 = -1635104.634794
  nChanged 205
		SP:Iteration 19Q (1029.220000 sec): 3 clusters
  Score: Raw -1639845.393744 + Penalty 4606.133957 = -1635239.259786
  nChanged 159
		SP:Iteration 20F (1029.260000 sec): 3 clusters
  Score: Raw -1639956.797658 + Penalty 4606.133957 = -1635350.663700
  nChanged 115
		SP:Iteration 21Q (1029.300000 sec): 3 clusters
  Score: Raw -1640032.122933 + Penalty 4606.133957 = -1635425.988976
  nChanged 89
		SP:Iteration 22Q (1029.340000 sec): 3 clusters
  Score: Raw -1640094.350512 + Penalty 4606.133957 = -1635488.216554
  nChanged 73
		SP:Iteration 23Q (1029.380000 sec): 3 clusters
  Score: Raw -1640141.255873 + Penalty 4606.133957 = -1635535.121916
  nChanged 56
		SP:Iteration 24Q (1029.410000 sec): 3 clusters
  Score: Raw -1640173.527020 + Penalty 4606.133957 = -1635567.393063
  nChanged 34
		SP:Iteration 25Q (1029.450000 sec): 3 clusters
  Score: Raw -1640193.092340 + Penalty 4606.133957 = -1635586.958383
  nChanged 19
		SP:Iteration 26Q (1029.480000 sec): 3 clusters
  Score: Raw -1640206.132400 + Penalty 4606.133957 = -1635599.998443
  nChanged 16
		SP:Iteration 27Q (1029.520000 sec): 3 clusters
  Score: Raw -1640214.742127 + Penalty 4606.133957 = -1635608.608170
  nChanged 10
		SP:Iteration 28Q (1029.560000 sec): 3 clusters
  Score: Raw -1640220.776055 + Penalty 4606.133957 = -1635614.642098
  nChanged 15
		SP:Iteration 29Q (1029.590000 sec): 3 clusters
  Score: Raw -1640229.867803 + Penalty 4606.133957 = -1635623.733846
  nChanged 16
		SP:Iteration 30Q (1029.630000 sec): 3 clusters
  Score: Raw -1640238.336400 + Penalty 4606.133957 = -1635632.202442
  nChanged 10
		SP:Iteration 31Q (1029.660000 sec): 3 clusters
  Score: Raw -1640245.660637 + Penalty 4606.133957 = -1635639.526680
  nChanged 10
		SP:Iteration 32Q (1029.700000 sec): 3 clusters
  Score: Raw -1640250.756923 + Penalty 4606.133957 = -1635644.622966
  nChanged 11
		SP:Iteration 33Q (1029.740000 sec): 3 clusters
  Score: Raw -1640256.674118 + Penalty 4606.133957 = -1635650.540160
  nChanged 7
		SP:Iteration 34Q (1029.770000 sec): 3 clusters
  Score: Raw -1640260.354874 + Penalty 4606.133957 = -1635654.220917
  nChanged 3
		SP:Iteration 35Q (1029.810000 sec): 3 clusters
  Score: Raw -1640262.444175 + Penalty 4606.133957 = -1635656.310217
  nChanged 5
		SP:Iteration 36Q (1029.840000 sec): 3 clusters
  Score: Raw -1640265.778209 + Penalty 4606.133957 = -1635659.644252
  nChanged 4
		SP:Iteration 37Q (1029.880000 sec): 3 clusters
  Score: Raw -1640267.528765 + Penalty 4606.133957 = -1635661.394808
  nChanged 5
		SP:Iteration 38Q (1029.910000 sec): 3 clusters
  Score: Raw -1640269.895299 + Penalty 4606.133957 = -1635663.761342
  nChanged 2
		SP:Iteration 39Q (1029.950000 sec): 3 clusters
  Score: Raw -1640271.422188 + Penalty 4606.133957 = -1635665.288231
  nChanged 4
		SP:Iteration 40F (1029.990000 sec): 3 clusters
  Score: Raw -1640273.129200 + Penalty 4606.133957 = -1635666.995243
  nChanged 2
		SP:Iteration 41Q (1030.020000 sec): 3 clusters
  Score: Raw -1640274.361717 + Penalty 4606.133957 = -1635668.227760
  nChanged 2
		SP:Iteration 42Q (1030.060000 sec): 3 clusters
  Score: Raw -1640275.243146 + Penalty 4606.133957 = -1635669.109188
  nChanged 3
		SP:Iteration 43Q (1030.100000 sec): 3 clusters
  Score: Raw -1640276.315075 + Penalty 4606.133957 = -1635670.181118
  nChanged 2
		SP:Iteration 44Q (1030.130000 sec): 3 clusters
  Score: Raw -1640277.405311 + Penalty 4606.133957 = -1635671.271354
  nChanged 1
		SP:Iteration 45Q (1030.170000 sec): 3 clusters
  Score: Raw -1640277.992642 + Penalty 4606.133957 = -1635671.858684
  nChanged 3
		SP:Iteration 46Q (1030.200000 sec): 3 clusters
  Score: Raw -1640279.561101 + Penalty 4606.133957 = -1635673.427143
  nChanged 2
		SP:Iteration 47Q (1030.240000 sec): 3 clusters
  Score: Raw -1640280.436861 + Penalty 4606.133957 = -1635674.302904
  nChanged 1
		SP:Iteration 48Q (1030.270000 sec): 3 clusters
  Score: Raw -1640281.052259 + Penalty 4606.133957 = -1635674.918301
  nChanged 3
		SP:Iteration 49Q (1030.310000 sec): 3 clusters
  Score: Raw -1640282.329681 + Penalty 4606.133957 = -1635676.195724
  nChanged 1
		SP:Iteration 50Q (1030.340000 sec): 3 clusters
  Score: Raw -1640282.620555 + Penalty 4606.133957 = -1635676.486597
  nChanged 0
		SP:Iteration 51F (1030.380000 sec): 3 clusters
  Score: Raw -1640282.620555 + Penalty 4606.133957 = -1635676.486597
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (6669 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1030.410000 sec): 2 clusters
  Score: Raw -949083.746266 + Penalty 2183.695850 = -946900.050416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1030.430000 sec): 3 clusters
  Score: Raw -945634.755525 + Penalty 4367.391701 = -941267.363824
  nChanged 2702
		SP:Iteration 1F (1030.460000 sec): 3 clusters
  Score: Raw -947202.984963 + Penalty 4367.391701 = -942835.593263
  nChanged 542
		SP:Iteration 2F (1030.480000 sec): 3 clusters
  Score: Raw -947577.544328 + Penalty 4367.391701 = -943210.152628
  nChanged 425
		SP:Iteration 3F (1030.500000 sec): 3 clusters
  Score: Raw -947871.305258 + Penalty 4367.391701 = -943503.913558
  nChanged 359
		SP:Iteration 4F (1030.530000 sec): 3 clusters
  Score: Raw -948121.866120 + Penalty 4367.391701 = -943754.474420
  nChanged 310
		SP:Iteration 5Q (1030.550000 sec): 3 clusters
  Score: Raw -948332.786043 + Penalty 4367.391701 = -943965.394342
  nChanged 292
		SP:Iteration 6Q (1030.580000 sec): 3 clusters
  Score: Raw -948504.555897 + Penalty 4367.391701 = -944137.164196
  nChanged 268
		SP:Iteration 7Q (1030.600000 sec): 3 clusters
  Score: Raw -948666.822626 + Penalty 4367.391701 = -944299.430925
  nChanged 241
		SP:Iteration 8Q (1030.620000 sec): 3 clusters
  Score: Raw -948823.630583 + Penalty 4367.391701 = -944456.238882
  nChanged 231
		SP:Iteration 9Q (1030.650000 sec): 3 clusters
  Score: Raw -948976.597729 + Penalty 4367.391701 = -944609.206029
  nChanged 206
		SP:Iteration 10Q (1030.670000 sec): 3 clusters
  Score: Raw -949124.211956 + Penalty 4367.391701 = -944756.820255
  nChanged 198
		SP:Iteration 11Q (1030.700000 sec): 3 clusters
  Score: Raw -949275.566808 + Penalty 4367.391701 = -944908.175107
  nChanged 174
		SP:Iteration 12Q (1030.720000 sec): 3 clusters
  Score: Raw -949398.069128 + Penalty 4367.391701 = -945030.677427
  nChanged 130
		SP:Iteration 13Q (1030.740000 sec): 3 clusters
  Score: Raw -949486.873879 + Penalty 4367.391701 = -945119.482179
  nChanged 111
		SP:Iteration 14Q (1030.770000 sec): 3 clusters
  Score: Raw -949546.920489 + Penalty 4367.391701 = -945179.528788
  nChanged 87
		SP:Iteration 15Q (1030.790000 sec): 3 clusters
  Score: Raw -949590.039740 + Penalty 4367.391701 = -945222.648040
  nChanged 64
		SP:Iteration 16Q (1030.820000 sec): 3 clusters
  Score: Raw -949624.839655 + Penalty 4367.391701 = -945257.447954
  nChanged 57
		SP:Iteration 17Q (1030.840000 sec): 3 clusters
  Score: Raw -949648.349097 + Penalty 4367.391701 = -945280.957397
  nChanged 39
		SP:Iteration 18Q (1030.860000 sec): 3 clusters
  Score: Raw -949662.472092 + Penalty 4367.391701 = -945295.080391
  nChanged 21
		SP:Iteration 19Q (1030.880000 sec): 3 clusters
  Score: Raw -949670.062991 + Penalty 4367.391701 = -945302.671291
  nChanged 21
		SP:Iteration 20F (1030.910000 sec): 3 clusters
  Score: Raw -949677.923633 + Penalty 4367.391701 = -945310.531932
  nChanged 21
		SP:Iteration 21Q (1030.930000 sec): 3 clusters
  Score: Raw -949686.431948 + Penalty 4367.391701 = -945319.040247
  nChanged 20
		SP:Iteration 22Q (1030.950000 sec): 3 clusters
  Score: Raw -949692.788515 + Penalty 4367.391701 = -945325.396814
  nChanged 15
		SP:Iteration 23Q (1030.980000 sec): 3 clusters
  Score: Raw -949697.740718 + Penalty 4367.391701 = -945330.349017
  nChanged 14
		SP:Iteration 24Q (1031.000000 sec): 3 clusters
  Score: Raw -949702.751078 + Penalty 4367.391701 = -945335.359378
  nChanged 14
		SP:Iteration 25Q (1031.020000 sec): 3 clusters
  Score: Raw -949708.227097 + Penalty 4367.391701 = -945340.835396
  nChanged 7
		SP:Iteration 26Q (1031.040000 sec): 3 clusters
  Score: Raw -949710.232586 + Penalty 4367.391701 = -945342.840885
  nChanged 9
		SP:Iteration 27Q (1031.060000 sec): 3 clusters
  Score: Raw -949712.559929 + Penalty 4367.391701 = -945345.168229
  nChanged 8
		SP:Iteration 28Q (1031.090000 sec): 3 clusters
  Score: Raw -949714.472580 + Penalty 4367.391701 = -945347.080879
  nChanged 10
		SP:Iteration 29Q (1031.110000 sec): 3 clusters
  Score: Raw -949718.182230 + Penalty 4367.391701 = -945350.790529
  nChanged 8
		SP:Iteration 30Q (1031.130000 sec): 3 clusters
  Score: Raw -949720.759275 + Penalty 4367.391701 = -945353.367574
  nChanged 12
		SP:Iteration 31Q (1031.150000 sec): 3 clusters
  Score: Raw -949724.148284 + Penalty 4367.391701 = -945356.756584
  nChanged 9
		SP:Iteration 32Q (1031.180000 sec): 3 clusters
  Score: Raw -949727.192195 + Penalty 4367.391701 = -945359.800494
  nChanged 11
		SP:Iteration 33Q (1031.200000 sec): 3 clusters
  Score: Raw -949730.591176 + Penalty 4367.391701 = -945363.199476
  nChanged 5
		SP:Iteration 34Q (1031.220000 sec): 3 clusters
  Score: Raw -949732.139738 + Penalty 4367.391701 = -945364.748038
  nChanged 4
		SP:Iteration 35Q (1031.240000 sec): 3 clusters
  Score: Raw -949733.054056 + Penalty 4367.391701 = -945365.662355
  nChanged 1
		SP:Iteration 36Q (1031.260000 sec): 3 clusters
  Score: Raw -949733.196912 + Penalty 4367.391701 = -945365.805211
  nChanged 0
		SP:Iteration 37F (1031.290000 sec): 3 clusters
  Score: Raw -949733.196912 + Penalty 4367.391701 = -945365.805211
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1031.300000 sec): 2 clusters
  Score: Raw -41717.255406 + Penalty 1485.883208 = -40231.372198
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1031.300000 sec): 3 clusters
  Score: Raw -41885.415095 + Penalty 2971.766415 = -38913.648679
  nChanged 107
		SP:Iteration 1F (1031.300000 sec): 3 clusters
  Score: Raw -42535.135807 + Penalty 2971.766415 = -39563.369392
  nChanged 31
		SP:Iteration 2F (1031.300000 sec): 3 clusters
  Score: Raw -42784.205606 + Penalty 2971.766415 = -39812.439190
  nChanged 23
		SP:Iteration 3F (1031.300000 sec): 3 clusters
  Score: Raw -42979.207181 + Penalty 2971.766415 = -40007.440765
  nChanged 31
		SP:Iteration 4F (1031.300000 sec): 3 clusters
  Score: Raw -43146.320816 + Penalty 2971.766415 = -40174.554401
  nChanged 19
		SP:Iteration 5Q (1031.300000 sec): 3 clusters
  Score: Raw -43314.440042 + Penalty 2971.766415 = -40342.673627
  nChanged 14
		SP:Iteration 6Q (1031.300000 sec): 3 clusters
  Score: Raw -43442.287600 + Penalty 2971.766415 = -40470.521184
  nChanged 12
		SP:Iteration 7Q (1031.300000 sec): 3 clusters
  Score: Raw -43530.590252 + Penalty 2971.766415 = -40558.823836
  nChanged 9
		SP:Iteration 8Q (1031.310000 sec): 3 clusters
  Score: Raw -43579.015651 + Penalty 2971.766415 = -40607.249236
  nChanged 2
		SP:Iteration 9Q (1031.310000 sec): 3 clusters
  Score: Raw -43586.067273 + Penalty 2971.766415 = -40614.300857
  nChanged 1
		SP:Iteration 10Q (1031.310000 sec): 3 clusters
  Score: Raw -43588.360641 + Penalty 2971.766415 = -40616.594226
  nChanged 0
		SP:Iteration 11F (1031.310000 sec): 3 clusters
  Score: Raw -43590.497855 + Penalty 2971.766415 = -40618.731439
  nChanged 2
		SP:Iteration 12Q (1031.310000 sec): 3 clusters
  Score: Raw -43633.111548 + Penalty 2971.766415 = -40661.345133
  nChanged 1
		SP:Iteration 13Q (1031.310000 sec): 3 clusters
  Score: Raw -43651.108789 + Penalty 2971.766415 = -40679.342373
  nChanged 0
		SP:Iteration 14F (1031.320000 sec): 3 clusters
  Score: Raw -43651.108789 + Penalty 2971.766415 = -40679.342373
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 28.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (28374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1031.420000 sec): 2 clusters
  Score: Raw -4137386.225333 + Penalty 2542.800671 = -4134843.424662
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1031.520000 sec): 3 clusters
  Score: Raw -4120539.217975 + Penalty 5085.601342 = -4115453.616633
  nChanged 12714
		SP:Iteration 1F (1031.630000 sec): 3 clusters
  Score: Raw -4128293.282969 + Penalty 5085.601342 = -4123207.681627
  nChanged 1931
		SP:Iteration 2F (1031.740000 sec): 3 clusters
  Score: Raw -4129592.694533 + Penalty 5085.601342 = -4124507.093191
  nChanged 2026
		SP:Iteration 3F (1031.850000 sec): 3 clusters
  Score: Raw -4130965.518058 + Penalty 5085.601342 = -4125879.916717
  nChanged 2101
		SP:Iteration 4F (1031.960000 sec): 3 clusters
  Score: Raw -4132259.506004 + Penalty 5085.601342 = -4127173.904662
  nChanged 1848
		SP:Iteration 5F (1032.060000 sec): 3 clusters
  Score: Raw -4133299.500618 + Penalty 5085.601342 = -4128213.899276
  nChanged 1477
		SP:Iteration 6F (1032.170000 sec): 3 clusters
  Score: Raw -4134103.128340 + Penalty 5085.601342 = -4129017.526998
  nChanged 1132
		SP:Iteration 7Q (1032.280000 sec): 3 clusters
  Score: Raw -4134727.689142 + Penalty 5085.601342 = -4129642.087800
  nChanged 843
		SP:Iteration 8Q (1032.380000 sec): 3 clusters
  Score: Raw -4135152.851837 + Penalty 5085.601342 = -4130067.250496
  nChanged 599
		SP:Iteration 9Q (1032.490000 sec): 3 clusters
  Score: Raw -4135457.897534 + Penalty 5085.601342 = -4130372.296192
  nChanged 509
		SP:Iteration 10Q (1032.600000 sec): 3 clusters
  Score: Raw -4135703.843809 + Penalty 5085.601342 = -4130618.242467
  nChanged 420
		SP:Iteration 11Q (1032.710000 sec): 3 clusters
  Score: Raw -4135885.729538 + Penalty 5085.601342 = -4130800.128196
  nChanged 392
		SP:Iteration 12Q (1032.820000 sec): 3 clusters
  Score: Raw -4136053.281203 + Penalty 5085.601342 = -4130967.679861
  nChanged 368
		SP:Iteration 13Q (1032.920000 sec): 3 clusters
  Score: Raw -4136240.804962 + Penalty 5085.601342 = -4131155.203620
  nChanged 381
		SP:Iteration 14Q (1033.030000 sec): 3 clusters
  Score: Raw -4136507.232930 + Penalty 5085.601342 = -4131421.631588
  nChanged 369
		SP:Iteration 15Q (1033.140000 sec): 3 clusters
  Score: Raw -4136917.418485 + Penalty 5085.601342 = -4131831.817143
  nChanged 311
		SP:Iteration 16Q (1033.240000 sec): 3 clusters
  Score: Raw -4137397.736044 + Penalty 5085.601342 = -4132312.134703
  nChanged 279
		SP:Iteration 17Q (1033.340000 sec): 3 clusters
  Score: Raw -4137761.538767 + Penalty 5085.601342 = -4132675.937425
  nChanged 307
		SP:Iteration 18Q (1033.430000 sec): 3 clusters
  Score: Raw -4137946.335986 + Penalty 5085.601342 = -4132860.734644
  nChanged 233
		SP:Iteration 19Q (1033.520000 sec): 3 clusters
  Score: Raw -4138036.953940 + Penalty 5085.601342 = -4132951.352598
  nChanged 157
		SP:Iteration 20F (1033.630000 sec): 3 clusters
  Score: Raw -4138084.035884 + Penalty 5085.601342 = -4132998.434542
  nChanged 133
		SP:Iteration 21Q (1033.720000 sec): 3 clusters
  Score: Raw -4138125.249890 + Penalty 5085.601342 = -4133039.648548
  nChanged 113
		SP:Iteration 22Q (1033.800000 sec): 3 clusters
  Score: Raw -4138159.013124 + Penalty 5085.601342 = -4133073.411782
  nChanged 111
		SP:Iteration 23Q (1033.890000 sec): 3 clusters
  Score: Raw -4138191.820669 + Penalty 5085.601342 = -4133106.219328
  nChanged 78
		SP:Iteration 24Q (1033.980000 sec): 3 clusters
  Score: Raw -4138210.162135 + Penalty 5085.601342 = -4133124.560793
  nChanged 70
		SP:Iteration 25Q (1034.060000 sec): 3 clusters
  Score: Raw -4138228.530566 + Penalty 5085.601342 = -4133142.929224
  nChanged 71
		SP:Iteration 26Q (1034.150000 sec): 3 clusters
  Score: Raw -4138248.187354 + Penalty 5085.601342 = -4133162.586012
  nChanged 71
		SP:Iteration 27Q (1034.240000 sec): 3 clusters
  Score: Raw -4138265.470918 + Penalty 5085.601342 = -4133179.869576
  nChanged 58
		SP:Iteration 28Q (1034.320000 sec): 3 clusters
  Score: Raw -4138280.584903 + Penalty 5085.601342 = -4133194.983562
  nChanged 54
		SP:Iteration 29Q (1034.410000 sec): 3 clusters
  Score: Raw -4138295.595579 + Penalty 5085.601342 = -4133209.994237
  nChanged 53
		SP:Iteration 30Q (1034.490000 sec): 3 clusters
  Score: Raw -4138306.847802 + Penalty 5085.601342 = -4133221.246461
  nChanged 43
		SP:Iteration 31Q (1034.580000 sec): 3 clusters
  Score: Raw -4138315.888689 + Penalty 5085.601342 = -4133230.287347
  nChanged 30
		SP:Iteration 32Q (1034.660000 sec): 3 clusters
  Score: Raw -4138322.007135 + Penalty 5085.601342 = -4133236.405793
  nChanged 32
		SP:Iteration 33Q (1034.740000 sec): 3 clusters
  Score: Raw -4138329.149252 + Penalty 5085.601342 = -4133243.547910
  nChanged 32
		SP:Iteration 34Q (1034.820000 sec): 3 clusters
  Score: Raw -4138336.361529 + Penalty 5085.601342 = -4133250.760187
  nChanged 23
		SP:Iteration 35Q (1034.910000 sec): 3 clusters
  Score: Raw -4138340.047482 + Penalty 5085.601342 = -4133254.446140
  nChanged 17
		SP:Iteration 36Q (1034.990000 sec): 3 clusters
  Score: Raw -4138343.038358 + Penalty 5085.601342 = -4133257.437016
  nChanged 16
		SP:Iteration 37Q (1035.080000 sec): 3 clusters
  Score: Raw -4138346.369318 + Penalty 5085.601342 = -4133260.767976
  nChanged 20
		SP:Iteration 38Q (1035.160000 sec): 3 clusters
  Score: Raw -4138351.314511 + Penalty 5085.601342 = -4133265.713169
  nChanged 17
		SP:Iteration 39Q (1035.240000 sec): 3 clusters
  Score: Raw -4138354.098946 + Penalty 5085.601342 = -4133268.497604
  nChanged 9
		SP:Iteration 40F (1035.350000 sec): 3 clusters
  Score: Raw -4138355.024861 + Penalty 5085.601342 = -4133269.423519
  nChanged 8
		SP:Iteration 41Q (1035.430000 sec): 3 clusters
  Score: Raw -4138356.638390 + Penalty 5085.601342 = -4133271.037049
  nChanged 11
		SP:Iteration 42Q (1035.510000 sec): 3 clusters
  Score: Raw -4138359.052762 + Penalty 5085.601342 = -4133273.451420
  nChanged 10
		SP:Iteration 43Q (1035.600000 sec): 3 clusters
  Score: Raw -4138360.552267 + Penalty 5085.601342 = -4133274.950925
  nChanged 7
		SP:Iteration 44Q (1035.680000 sec): 3 clusters
  Score: Raw -4138361.514498 + Penalty 5085.601342 = -4133275.913156
  nChanged 6
		SP:Iteration 45Q (1035.760000 sec): 3 clusters
  Score: Raw -4138362.688012 + Penalty 5085.601342 = -4133277.086670
  nChanged 8
		SP:Iteration 46Q (1035.840000 sec): 3 clusters
  Score: Raw -4138364.141075 + Penalty 5085.601342 = -4133278.539733
  nChanged 7
		SP:Iteration 47Q (1035.930000 sec): 3 clusters
  Score: Raw -4138365.599431 + Penalty 5085.601342 = -4133279.998089
  nChanged 9
		SP:Iteration 48Q (1036.010000 sec): 3 clusters
  Score: Raw -4138367.668805 + Penalty 5085.601342 = -4133282.067463
  nChanged 9
		SP:Iteration 49Q (1036.100000 sec): 3 clusters
  Score: Raw -4138370.144768 + Penalty 5085.601342 = -4133284.543427
  nChanged 8
		SP:Iteration 50Q (1036.180000 sec): 3 clusters
  Score: Raw -4138371.595029 + Penalty 5085.601342 = -4133285.993687
  nChanged 7
		SP:Iteration 51Q (1036.260000 sec): 3 clusters
  Score: Raw -4138372.379127 + Penalty 5085.601342 = -4133286.777785
  nChanged 5
		SP:Iteration 52Q (1036.350000 sec): 3 clusters
  Score: Raw -4138373.055749 + Penalty 5085.601342 = -4133287.454407
  nChanged 2
		SP:Iteration 53Q (1036.430000 sec): 3 clusters
  Score: Raw -4138373.303326 + Penalty 5085.601342 = -4133287.701984
  nChanged 2
		SP:Iteration 54Q (1036.510000 sec): 3 clusters
  Score: Raw -4138373.685316 + Penalty 5085.601342 = -4133288.083974
  nChanged 0
		SP:Iteration 55F (1036.620000 sec): 3 clusters
  Score: Raw -4138373.685316 + Penalty 5085.601342 = -4133288.083974
  nChanged 0
Iteration 59Q (1049.730000 sec): 29 clusters
  Score: Raw -117560327.554733 + Penalty 94491.211284 = -117465836.343448
  nChanged 15378
Iteration 60F (1079.730000 sec): 29 clusters
  Score: Raw -117568710.591581 + Penalty 94491.211284 = -117474219.380296
  nChanged 14018
Iteration 61Q (1087.730000 sec): 29 clusters
  Score: Raw -117574471.978560 + Penalty 94491.211284 = -117479980.767276
  nChanged 11135
Iteration 62Q (1095.570000 sec): 29 clusters
  Score: Raw -117577370.981906 + Penalty 94491.211284 = -117482879.770622
  nChanged 9177
Iteration 63Q (1103.300000 sec): 29 clusters
  Score: Raw -117579349.532512 + Penalty 94491.211284 = -117484858.321227
  nChanged 7687
Iteration 64Q (1110.990000 sec): 29 clusters
  Score: Raw -117580765.110500 + Penalty 94491.211284 = -117486273.899215
  nChanged 6572
Iteration 65Q (1118.630000 sec): 29 clusters
  Score: Raw -117581820.518006 + Penalty 94491.211284 = -117487329.306722
  nChanged 5690
Iteration 66Q (1126.210000 sec): 29 clusters
  Score: Raw -117582708.950746 + Penalty 94491.211284 = -117488217.739461
  nChanged 4975
Iteration 67Q (1133.760000 sec): 29 clusters
  Score: Raw -117583326.243905 + Penalty 94491.211284 = -117488835.032621
  nChanged 4348
Iteration 68Q (1141.250000 sec): 29 clusters
  Score: Raw -117583813.433299 + Penalty 94491.211284 = -117489322.222014
  nChanged 3756
Iteration 69Q (1148.730000 sec): 29 clusters
  Score: Raw -117584205.644969 + Penalty 94491.211284 = -117489714.433685
  nChanged 3288
Iteration 70Q (1156.210000 sec): 29 clusters
  Score: Raw -117584529.543453 + Penalty 94491.211284 = -117490038.332169
  nChanged 2932
Iteration 71Q (1163.670000 sec): 29 clusters
  Score: Raw -117584813.784459 + Penalty 94491.211284 = -117490322.573174
  nChanged 2563
Iteration 72Q (1171.210000 sec): 29 clusters
  Score: Raw -117585085.345258 + Penalty 94491.211284 = -117490594.133974
  nChanged 2299
Iteration 73Q (1178.610000 sec): 29 clusters
  Score: Raw -117585312.547409 + Penalty 94491.211284 = -117490821.336124
  nChanged 2029
Iteration 74Q (1186.000000 sec): 29 clusters
  Score: Raw -117585505.335962 + Penalty 94491.211284 = -117491014.124677
  nChanged 1823
Iteration 75Q (1193.390000 sec): 29 clusters
  Score: Raw -117585674.157199 + Penalty 94491.211284 = -117491182.945914
  nChanged 1737
Iteration 76Q (1200.790000 sec): 29 clusters
  Score: Raw -117585826.194799 + Penalty 94491.211284 = -117491334.983514
  nChanged 1465
Iteration 77Q (1208.210000 sec): 29 clusters
  Score: Raw -117585953.764036 + Penalty 94491.211284 = -117491462.552751
  nChanged 1258
Iteration 78Q (1215.540000 sec): 29 clusters
  Score: Raw -117586060.829859 + Penalty 94491.211284 = -117491569.618574
  nChanged 1158
Iteration 79Q (1222.880000 sec): 29 clusters
  Score: Raw -117586148.466487 + Penalty 94491.211284 = -117491657.255203
  nChanged 1036
Iteration 80F (1252.850000 sec): 29 clusters
  Score: Raw -117587159.124496 + Penalty 94491.211284 = -117492667.913211
  nChanged 1022
Iteration 81Q (1260.360000 sec): 29 clusters
  Score: Raw -117588008.326163 + Penalty 94491.211284 = -117493517.114878
  nChanged 1027
Iteration 82Q (1267.860000 sec): 29 clusters
  Score: Raw -117588309.365632 + Penalty 94491.211284 = -117493818.154348
  nChanged 1046
Iteration 83Q (1275.310000 sec): 29 clusters
  Score: Raw -117588494.811194 + Penalty 94491.211284 = -117494003.599910
  nChanged 955
Iteration 84Q (1282.790000 sec): 29 clusters
  Score: Raw -117588650.143193 + Penalty 94491.211284 = -117494158.931909
  nChanged 1003
Iteration 85Q (1290.230000 sec): 29 clusters
  Score: Raw -117588814.518487 + Penalty 94491.211284 = -117494323.307202
  nChanged 992
Iteration 86Q (1297.690000 sec): 29 clusters
  Score: Raw -117588975.546574 + Penalty 94491.211284 = -117494484.335289
  nChanged 967
Iteration 87Q (1305.260000 sec): 29 clusters
  Score: Raw -117589128.399006 + Penalty 94491.211284 = -117494637.187721
  nChanged 998
Iteration 88Q (1312.740000 sec): 29 clusters
  Score: Raw -117589271.220600 + Penalty 94491.211284 = -117494780.009316
  nChanged 1070
Iteration 89Q (1320.200000 sec): 29 clusters
  Score: Raw -117589436.564155 + Penalty 94491.211284 = -117494945.352871
  nChanged 1059
Iteration 90Q (1327.650000 sec): 29 clusters
  Score: Raw -117589591.384997 + Penalty 94491.211284 = -117495100.173713
  nChanged 986
Iteration 91Q (1335.090000 sec): 29 clusters
  Score: Raw -117589703.655741 + Penalty 94491.211284 = -117495212.444457
  nChanged 946
Iteration 92Q (1342.500000 sec): 29 clusters
  Score: Raw -117589797.979246 + Penalty 94491.211284 = -117495306.767961
  nChanged 840
Iteration 93Q (1349.910000 sec): 29 clusters
  Score: Raw -117589872.906237 + Penalty 94491.211284 = -117495381.694953
  nChanged 721
Iteration 94Q (1357.290000 sec): 29 clusters
  Score: Raw -117589937.001479 + Penalty 94491.211284 = -117495445.790195
  nChanged 707
Iteration 95Q (1364.690000 sec): 29 clusters
  Score: Raw -117589998.059168 + Penalty 94491.211284 = -117495506.847884
  nChanged 662
Iteration 96Q (1372.120000 sec): 29 clusters
  Score: Raw -117590050.836933 + Penalty 94491.211284 = -117495559.625648
  nChanged 572
Iteration 97Q (1379.540000 sec): 29 clusters
  Score: Raw -117590097.680638 + Penalty 94491.211284 = -117495606.469354
  nChanged 518
Iteration 98Q (1386.980000 sec): 29 clusters
  Score: Raw -117590134.869576 + Penalty 94491.211284 = -117495643.658291
  nChanged 497
Writing temp clu file 
Because OldScore, -117495606.469354, is greater than current (better) Score,-117495643.658291 
 Compute initial score before splitting:   Score: Raw -117590134.869576 + Penalty 94491.211284 = -117495643.658291
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (1303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.110000 sec): 2 clusters
  Score: Raw -189869.747365 + Penalty 1778.761295 = -188090.986070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.110000 sec): 3 clusters
  Score: Raw -189499.938567 + Penalty 3557.522590 = -185942.415977
  nChanged 364
		SP:Iteration 1F (1387.120000 sec): 3 clusters
  Score: Raw -189838.503375 + Penalty 3557.522590 = -186280.980785
  nChanged 86
		SP:Iteration 2F (1387.130000 sec): 3 clusters
  Score: Raw -189921.097970 + Penalty 3557.522590 = -186363.575380
  nChanged 48
		SP:Iteration 3Q (1387.130000 sec): 3 clusters
  Score: Raw -189972.820468 + Penalty 3557.522590 = -186415.297878
  nChanged 28
		SP:Iteration 4Q (1387.130000 sec): 3 clusters
  Score: Raw -189999.011213 + Penalty 3557.522590 = -186441.488623
  nChanged 21
		SP:Iteration 5Q (1387.140000 sec): 3 clusters
  Score: Raw -190019.040035 + Penalty 3557.522590 = -186461.517445
  nChanged 15
		SP:Iteration 6Q (1387.150000 sec): 3 clusters
  Score: Raw -190037.198032 + Penalty 3557.522590 = -186479.675442
  nChanged 13
		SP:Iteration 7Q (1387.150000 sec): 3 clusters
  Score: Raw -190049.924868 + Penalty 3557.522590 = -186492.402278
  nChanged 8
		SP:Iteration 8Q (1387.150000 sec): 3 clusters
  Score: Raw -190056.912671 + Penalty 3557.522590 = -186499.390081
  nChanged 7
		SP:Iteration 9Q (1387.160000 sec): 3 clusters
  Score: Raw -190064.117087 + Penalty 3557.522590 = -186506.594497
  nChanged 11
		SP:Iteration 10Q (1387.170000 sec): 3 clusters
  Score: Raw -190074.283857 + Penalty 3557.522590 = -186516.761266
  nChanged 7
		SP:Iteration 11Q (1387.170000 sec): 3 clusters
  Score: Raw -190080.536895 + Penalty 3557.522590 = -186523.014305
  nChanged 5
		SP:Iteration 12Q (1387.170000 sec): 3 clusters
  Score: Raw -190085.543397 + Penalty 3557.522590 = -186528.020807
  nChanged 7
		SP:Iteration 13Q (1387.180000 sec): 3 clusters
  Score: Raw -190095.139933 + Penalty 3557.522590 = -186537.617343
  nChanged 11
		SP:Iteration 14Q (1387.190000 sec): 3 clusters
  Score: Raw -190113.360045 + Penalty 3557.522590 = -186555.837454
  nChanged 13
		SP:Iteration 15Q (1387.190000 sec): 3 clusters
  Score: Raw -190128.346708 + Penalty 3557.522590 = -186570.824118
  nChanged 8
		SP:Iteration 16Q (1387.190000 sec): 3 clusters
  Score: Raw -190140.017044 + Penalty 3557.522590 = -186582.494454
  nChanged 16
		SP:Iteration 17Q (1387.200000 sec): 3 clusters
  Score: Raw -190168.485026 + Penalty 3557.522590 = -186610.962436
  nChanged 27
		SP:Iteration 18Q (1387.210000 sec): 3 clusters
  Score: Raw -190220.177614 + Penalty 3557.522590 = -186662.655024
  nChanged 28
		SP:Iteration 19Q (1387.210000 sec): 3 clusters
  Score: Raw -190272.049084 + Penalty 3557.522590 = -186714.526493
  nChanged 28
		SP:Iteration 20F (1387.210000 sec): 3 clusters
  Score: Raw -190325.124876 + Penalty 3557.522590 = -186767.602286
  nChanged 26
		SP:Iteration 21Q (1387.220000 sec): 3 clusters
  Score: Raw -190382.287756 + Penalty 3557.522590 = -186824.765165
  nChanged 34
		SP:Iteration 22Q (1387.230000 sec): 3 clusters
  Score: Raw -190466.451442 + Penalty 3557.522590 = -186908.928852
  nChanged 36
		SP:Iteration 23Q (1387.230000 sec): 3 clusters
  Score: Raw -190535.697299 + Penalty 3557.522590 = -186978.174708
  nChanged 27
		SP:Iteration 24Q (1387.230000 sec): 3 clusters
  Score: Raw -190584.950035 + Penalty 3557.522590 = -187027.427444
  nChanged 34
		SP:Iteration 25Q (1387.240000 sec): 3 clusters
  Score: Raw -190646.957170 + Penalty 3557.522590 = -187089.434579
  nChanged 33
		SP:Iteration 26Q (1387.240000 sec): 3 clusters
  Score: Raw -190739.401991 + Penalty 3557.522590 = -187181.879401
  nChanged 44
		SP:Iteration 27Q (1387.250000 sec): 3 clusters
  Score: Raw -190874.626790 + Penalty 3557.522590 = -187317.104200
  nChanged 58
		SP:Iteration 28Q (1387.250000 sec): 3 clusters
  Score: Raw -191028.914473 + Penalty 3557.522590 = -187471.391883
  nChanged 56
		SP:Iteration 29Q (1387.260000 sec): 3 clusters
  Score: Raw -191237.228230 + Penalty 3557.522590 = -187679.705640
  nChanged 70
		SP:Iteration 30F (1387.260000 sec): 3 clusters
  Score: Raw -191599.045619 + Penalty 3557.522590 = -188041.523028
  nChanged 63
		SP:Iteration 31Q (1387.270000 sec): 3 clusters
  Score: Raw -192004.566554 + Penalty 3557.522590 = -188447.043964
  nChanged 32
		SP:Iteration 32Q (1387.270000 sec): 3 clusters
  Score: Raw -192351.477161 + Penalty 3557.522590 = -188793.954571
  nChanged 6
		SP:Iteration 33Q (1387.270000 sec): 3 clusters
  Score: Raw -192412.185382 + Penalty 3557.522590 = -188854.662792
  nChanged 2
		SP:Iteration 34Q (1387.280000 sec): 3 clusters
  Score: Raw -192418.138025 + Penalty 3557.522590 = -188860.615434
  nChanged 0
		SP:Iteration 35F (1387.280000 sec): 3 clusters
  Score: Raw -192418.138025 + Penalty 3557.522590 = -188860.615434
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 29.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.290000 sec): 2 clusters
  Score: Raw -181238.716590 + Penalty 1764.059243 = -179474.657347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.290000 sec): 3 clusters
  Score: Raw -180948.861045 + Penalty 3528.118486 = -177420.742559
  nChanged 334
		SP:Iteration 1F (1387.300000 sec): 3 clusters
  Score: Raw -181274.710830 + Penalty 3528.118486 = -177746.592344
  nChanged 70
		SP:Iteration 2F (1387.310000 sec): 3 clusters
  Score: Raw -181379.037235 + Penalty 3528.118486 = -177850.918750
  nChanged 38
		SP:Iteration 3Q (1387.310000 sec): 3 clusters
  Score: Raw -181465.133626 + Penalty 3528.118486 = -177937.015140
  nChanged 40
		SP:Iteration 4Q (1387.310000 sec): 3 clusters
  Score: Raw -181538.748813 + Penalty 3528.118486 = -178010.630327
  nChanged 34
		SP:Iteration 5Q (1387.320000 sec): 3 clusters
  Score: Raw -181582.629389 + Penalty 3528.118486 = -178054.510903
  nChanged 29
		SP:Iteration 6Q (1387.330000 sec): 3 clusters
  Score: Raw -181617.175381 + Penalty 3528.118486 = -178089.056895
  nChanged 23
		SP:Iteration 7Q (1387.330000 sec): 3 clusters
  Score: Raw -181646.971327 + Penalty 3528.118486 = -178118.852841
  nChanged 16
		SP:Iteration 8Q (1387.330000 sec): 3 clusters
  Score: Raw -181674.926611 + Penalty 3528.118486 = -178146.808125
  nChanged 24
		SP:Iteration 9Q (1387.340000 sec): 3 clusters
  Score: Raw -181714.363134 + Penalty 3528.118486 = -178186.244648
  nChanged 23
		SP:Iteration 10Q (1387.340000 sec): 3 clusters
  Score: Raw -181744.024096 + Penalty 3528.118486 = -178215.905610
  nChanged 20
		SP:Iteration 11Q (1387.350000 sec): 3 clusters
  Score: Raw -181769.131009 + Penalty 3528.118486 = -178241.012523
  nChanged 17
		SP:Iteration 12Q (1387.350000 sec): 3 clusters
  Score: Raw -181797.693463 + Penalty 3528.118486 = -178269.574977
  nChanged 21
		SP:Iteration 13Q (1387.360000 sec): 3 clusters
  Score: Raw -181824.757306 + Penalty 3528.118486 = -178296.638820
  nChanged 14
		SP:Iteration 14Q (1387.360000 sec): 3 clusters
  Score: Raw -181851.307830 + Penalty 3528.118486 = -178323.189344
  nChanged 16
		SP:Iteration 15Q (1387.370000 sec): 3 clusters
  Score: Raw -181871.053437 + Penalty 3528.118486 = -178342.934951
  nChanged 11
		SP:Iteration 16Q (1387.370000 sec): 3 clusters
  Score: Raw -181883.086884 + Penalty 3528.118486 = -178354.968398
  nChanged 9
		SP:Iteration 17Q (1387.370000 sec): 3 clusters
  Score: Raw -181901.310286 + Penalty 3528.118486 = -178373.191800
  nChanged 11
		SP:Iteration 18Q (1387.380000 sec): 3 clusters
  Score: Raw -181914.367547 + Penalty 3528.118486 = -178386.249061
  nChanged 10
		SP:Iteration 19Q (1387.380000 sec): 3 clusters
  Score: Raw -181925.426423 + Penalty 3528.118486 = -178397.307937
  nChanged 9
		SP:Iteration 20F (1387.390000 sec): 3 clusters
  Score: Raw -181939.280251 + Penalty 3528.118486 = -178411.161765
  nChanged 4
		SP:Iteration 21Q (1387.390000 sec): 3 clusters
  Score: Raw -181945.299972 + Penalty 3528.118486 = -178417.181486
  nChanged 6
		SP:Iteration 22Q (1387.400000 sec): 3 clusters
  Score: Raw -181953.244351 + Penalty 3528.118486 = -178425.125865
  nChanged 6
		SP:Iteration 23Q (1387.400000 sec): 3 clusters
  Score: Raw -181958.056942 + Penalty 3528.118486 = -178429.938456
  nChanged 5
		SP:Iteration 24Q (1387.410000 sec): 3 clusters
  Score: Raw -181964.242981 + Penalty 3528.118486 = -178436.124495
  nChanged 3
		SP:Iteration 25Q (1387.410000 sec): 3 clusters
  Score: Raw -181969.108619 + Penalty 3528.118486 = -178440.990133
  nChanged 3
		SP:Iteration 26Q (1387.410000 sec): 3 clusters
  Score: Raw -181970.989215 + Penalty 3528.118486 = -178442.870729
  nChanged 2
		SP:Iteration 27Q (1387.420000 sec): 3 clusters
  Score: Raw -181972.526174 + Penalty 3528.118486 = -178444.407688
  nChanged 2
		SP:Iteration 28Q (1387.420000 sec): 3 clusters
  Score: Raw -181975.075346 + Penalty 3528.118486 = -178446.956860
  nChanged 2
		SP:Iteration 29Q (1387.430000 sec): 3 clusters
  Score: Raw -181977.244101 + Penalty 3528.118486 = -178449.125615
  nChanged 3
		SP:Iteration 30Q (1387.430000 sec): 3 clusters
  Score: Raw -181981.258141 + Penalty 3528.118486 = -178453.139655
  nChanged 1
		SP:Iteration 31Q (1387.440000 sec): 3 clusters
  Score: Raw -181983.725850 + Penalty 3528.118486 = -178455.607364
  nChanged 2
		SP:Iteration 32Q (1387.440000 sec): 3 clusters
  Score: Raw -181988.164019 + Penalty 3528.118486 = -178460.045533
  nChanged 0
		SP:Iteration 33F (1387.450000 sec): 3 clusters
  Score: Raw -181988.164019 + Penalty 3528.118486 = -178460.045533
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.450000 sec): 2 clusters
  Score: Raw -19657.883103 + Penalty 1261.723891 = -18396.159212
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.450000 sec): 3 clusters
  Score: Raw -20030.423812 + Penalty 2523.447782 = -17506.976030
  nChanged 19
		SP:Iteration 1F (1387.450000 sec): 3 clusters
  Score: Raw -20106.452655 + Penalty 2523.447782 = -17583.004872
  nChanged 1
		SP:Iteration 2Q (1387.450000 sec): 3 clusters
  Score: Raw -20109.585120 + Penalty 2523.447782 = -17586.137338
  nChanged 1
		SP:Iteration 3Q (1387.450000 sec): 3 clusters
  Score: Raw -20111.547756 + Penalty 2523.447782 = -17588.099974
  nChanged 0
		SP:Iteration 4F (1387.450000 sec): 3 clusters
  Score: Raw -20111.547756 + Penalty 2523.447782 = -17588.099974
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (1722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.460000 sec): 2 clusters
  Score: Raw -252801.940712 + Penalty 1847.907938 = -250954.032775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.470000 sec): 3 clusters
  Score: Raw -252197.418165 + Penalty 3695.815876 = -248501.602289
  nChanged 528
		SP:Iteration 1F (1387.470000 sec): 3 clusters
  Score: Raw -252615.265587 + Penalty 3695.815876 = -248919.449711
  nChanged 108
		SP:Iteration 2F (1387.480000 sec): 3 clusters
  Score: Raw -252710.813907 + Penalty 3695.815876 = -249014.998032
  nChanged 66
		SP:Iteration 3Q (1387.490000 sec): 3 clusters
  Score: Raw -252769.012483 + Penalty 3695.815876 = -249073.196607
  nChanged 43
		SP:Iteration 4Q (1387.490000 sec): 3 clusters
  Score: Raw -252811.139535 + Penalty 3695.815876 = -249115.323660
  nChanged 35
		SP:Iteration 5Q (1387.500000 sec): 3 clusters
  Score: Raw -252848.598906 + Penalty 3695.815876 = -249152.783030
  nChanged 30
		SP:Iteration 6Q (1387.510000 sec): 3 clusters
  Score: Raw -252882.185668 + Penalty 3695.815876 = -249186.369792
  nChanged 31
		SP:Iteration 7Q (1387.510000 sec): 3 clusters
  Score: Raw -252905.783035 + Penalty 3695.815876 = -249209.967160
  nChanged 13
		SP:Iteration 8Q (1387.520000 sec): 3 clusters
  Score: Raw -252916.407796 + Penalty 3695.815876 = -249220.591920
  nChanged 7
		SP:Iteration 9Q (1387.530000 sec): 3 clusters
  Score: Raw -252925.394562 + Penalty 3695.815876 = -249229.578687
  nChanged 11
		SP:Iteration 10Q (1387.530000 sec): 3 clusters
  Score: Raw -252935.454040 + Penalty 3695.815876 = -249239.638164
  nChanged 16
		SP:Iteration 11Q (1387.540000 sec): 3 clusters
  Score: Raw -252950.382177 + Penalty 3695.815876 = -249254.566301
  nChanged 12
		SP:Iteration 12Q (1387.550000 sec): 3 clusters
  Score: Raw -252958.858975 + Penalty 3695.815876 = -249263.043099
  nChanged 9
		SP:Iteration 13Q (1387.550000 sec): 3 clusters
  Score: Raw -252966.065100 + Penalty 3695.815876 = -249270.249224
  nChanged 7
		SP:Iteration 14Q (1387.560000 sec): 3 clusters
  Score: Raw -252971.253974 + Penalty 3695.815876 = -249275.438099
  nChanged 9
		SP:Iteration 15Q (1387.570000 sec): 3 clusters
  Score: Raw -252981.353809 + Penalty 3695.815876 = -249285.537933
  nChanged 11
		SP:Iteration 16Q (1387.570000 sec): 3 clusters
  Score: Raw -252990.981509 + Penalty 3695.815876 = -249295.165633
  nChanged 11
		SP:Iteration 17Q (1387.580000 sec): 3 clusters
  Score: Raw -252997.645740 + Penalty 3695.815876 = -249301.829864
  nChanged 8
		SP:Iteration 18Q (1387.590000 sec): 3 clusters
  Score: Raw -253003.991678 + Penalty 3695.815876 = -249308.175802
  nChanged 7
		SP:Iteration 19Q (1387.590000 sec): 3 clusters
  Score: Raw -253009.600149 + Penalty 3695.815876 = -249313.784274
  nChanged 12
		SP:Iteration 20F (1387.600000 sec): 3 clusters
  Score: Raw -253019.782616 + Penalty 3695.815876 = -249323.966740
  nChanged 10
		SP:Iteration 21Q (1387.610000 sec): 3 clusters
  Score: Raw -253030.196745 + Penalty 3695.815876 = -249334.380869
  nChanged 5
		SP:Iteration 22Q (1387.610000 sec): 3 clusters
  Score: Raw -253033.653931 + Penalty 3695.815876 = -249337.838055
  nChanged 6
		SP:Iteration 23Q (1387.620000 sec): 3 clusters
  Score: Raw -253037.052005 + Penalty 3695.815876 = -249341.236129
  nChanged 5
		SP:Iteration 24Q (1387.630000 sec): 3 clusters
  Score: Raw -253039.225459 + Penalty 3695.815876 = -249343.409584
  nChanged 3
		SP:Iteration 25Q (1387.630000 sec): 3 clusters
  Score: Raw -253041.036654 + Penalty 3695.815876 = -249345.220778
  nChanged 1
		SP:Iteration 26Q (1387.640000 sec): 3 clusters
  Score: Raw -253042.384511 + Penalty 3695.815876 = -249346.568635
  nChanged 2
		SP:Iteration 27Q (1387.650000 sec): 3 clusters
  Score: Raw -253045.337257 + Penalty 3695.815876 = -249349.521382
  nChanged 2
		SP:Iteration 28Q (1387.650000 sec): 3 clusters
  Score: Raw -253046.864998 + Penalty 3695.815876 = -249351.049122
  nChanged 3
		SP:Iteration 29Q (1387.660000 sec): 3 clusters
  Score: Raw -253048.162222 + Penalty 3695.815876 = -249352.346346
  nChanged 0
		SP:Iteration 30F (1387.670000 sec): 3 clusters
  Score: Raw -253048.162222 + Penalty 3695.815876 = -249352.346346
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.670000 sec): 2 clusters
  Score: Raw -74732.100178 + Penalty 1557.538168 = -73174.562010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.670000 sec): 3 clusters
  Score: Raw -74765.250823 + Penalty 3115.076336 = -71650.174487
  nChanged 104
		SP:Iteration 1F (1387.680000 sec): 3 clusters
  Score: Raw -75015.226424 + Penalty 3115.076336 = -71900.150088
  nChanged 38
		SP:Iteration 2F (1387.680000 sec): 3 clusters
  Score: Raw -75140.563684 + Penalty 3115.076336 = -72025.487348
  nChanged 28
		SP:Iteration 3F (1387.680000 sec): 3 clusters
  Score: Raw -75269.071244 + Penalty 3115.076336 = -72153.994908
  nChanged 22
		SP:Iteration 4Q (1387.680000 sec): 3 clusters
  Score: Raw -75414.447062 + Penalty 3115.076336 = -72299.370726
  nChanged 16
		SP:Iteration 5Q (1387.690000 sec): 3 clusters
  Score: Raw -75524.450144 + Penalty 3115.076336 = -72409.373808
  nChanged 13
		SP:Iteration 6Q (1387.690000 sec): 3 clusters
  Score: Raw -75574.158085 + Penalty 3115.076336 = -72459.081749
  nChanged 8
		SP:Iteration 7Q (1387.690000 sec): 3 clusters
  Score: Raw -75597.912816 + Penalty 3115.076336 = -72482.836480
  nChanged 6
		SP:Iteration 8Q (1387.690000 sec): 3 clusters
  Score: Raw -75625.671418 + Penalty 3115.076336 = -72510.595082
  nChanged 3
		SP:Iteration 9Q (1387.690000 sec): 3 clusters
  Score: Raw -75637.477559 + Penalty 3115.076336 = -72522.401223
  nChanged 2
		SP:Iteration 10Q (1387.690000 sec): 3 clusters
  Score: Raw -75650.148358 + Penalty 3115.076336 = -72535.072022
  nChanged 1
		SP:Iteration 11Q (1387.690000 sec): 3 clusters
  Score: Raw -75652.201013 + Penalty 3115.076336 = -72537.124677
  nChanged 1
		SP:Iteration 12Q (1387.700000 sec): 3 clusters
  Score: Raw -75653.515292 + Penalty 3115.076336 = -72538.438956
  nChanged 0
		SP:Iteration 13F (1387.700000 sec): 3 clusters
  Score: Raw -75653.515292 + Penalty 3115.076336 = -72538.438956
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.770000 sec): 2 clusters
  Score: Raw -2390839.066219 + Penalty 2420.241833 = -2388418.824387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.830000 sec): 3 clusters
  Score: Raw -2380920.316850 + Penalty 4840.483665 = -2376079.833185
  nChanged 7456
		SP:Iteration 1F (1387.910000 sec): 3 clusters
  Score: Raw -2384977.357231 + Penalty 4840.483665 = -2380136.873565
  nChanged 1113
		SP:Iteration 2F (1387.970000 sec): 3 clusters
  Score: Raw -2385548.319265 + Penalty 4840.483665 = -2380707.835599
  nChanged 1054
		SP:Iteration 3F (1388.050000 sec): 3 clusters
  Score: Raw -2386133.373628 + Penalty 4840.483665 = -2381292.889963
  nChanged 1002
		SP:Iteration 4F (1388.110000 sec): 3 clusters
  Score: Raw -2386717.731660 + Penalty 4840.483665 = -2381877.247994
  nChanged 987
		SP:Iteration 5F (1388.190000 sec): 3 clusters
  Score: Raw -2387319.872669 + Penalty 4840.483665 = -2382479.389003
  nChanged 935
		SP:Iteration 6F (1388.260000 sec): 3 clusters
  Score: Raw -2387922.786038 + Penalty 4840.483665 = -2383082.302372
  nChanged 889
		SP:Iteration 7F (1388.330000 sec): 3 clusters
  Score: Raw -2388493.386732 + Penalty 4840.483665 = -2383652.903066
  nChanged 783
		SP:Iteration 8Q (1388.400000 sec): 3 clusters
  Score: Raw -2388971.319161 + Penalty 4840.483665 = -2384130.835496
  nChanged 673
		SP:Iteration 9Q (1388.470000 sec): 3 clusters
  Score: Raw -2389332.097728 + Penalty 4840.483665 = -2384491.614062
  nChanged 526
		SP:Iteration 10Q (1388.530000 sec): 3 clusters
  Score: Raw -2389548.036670 + Penalty 4840.483665 = -2384707.553004
  nChanged 372
		SP:Iteration 11Q (1388.600000 sec): 3 clusters
  Score: Raw -2389662.046623 + Penalty 4840.483665 = -2384821.562957
  nChanged 259
		SP:Iteration 12Q (1388.670000 sec): 3 clusters
  Score: Raw -2389731.369710 + Penalty 4840.483665 = -2384890.886044
  nChanged 189
		SP:Iteration 13Q (1388.740000 sec): 3 clusters
  Score: Raw -2389775.082432 + Penalty 4840.483665 = -2384934.598767
  nChanged 149
		SP:Iteration 14Q (1388.810000 sec): 3 clusters
  Score: Raw -2389810.192017 + Penalty 4840.483665 = -2384969.708352
  nChanged 136
		SP:Iteration 15Q (1388.870000 sec): 3 clusters
  Score: Raw -2389843.352918 + Penalty 4840.483665 = -2385002.869253
  nChanged 144
		SP:Iteration 16Q (1388.940000 sec): 3 clusters
  Score: Raw -2389874.122006 + Penalty 4840.483665 = -2385033.638341
  nChanged 117
		SP:Iteration 17Q (1389.010000 sec): 3 clusters
  Score: Raw -2389897.679713 + Penalty 4840.483665 = -2385057.196047
  nChanged 111
		SP:Iteration 18Q (1389.080000 sec): 3 clusters
  Score: Raw -2389918.826190 + Penalty 4840.483665 = -2385078.342524
  nChanged 99
		SP:Iteration 19Q (1389.140000 sec): 3 clusters
  Score: Raw -2389936.277049 + Penalty 4840.483665 = -2385095.793383
  nChanged 74
		SP:Iteration 20F (1389.210000 sec): 3 clusters
  Score: Raw -2389949.907647 + Penalty 4840.483665 = -2385109.423982
  nChanged 78
		SP:Iteration 21Q (1389.280000 sec): 3 clusters
  Score: Raw -2389967.380722 + Penalty 4840.483665 = -2385126.897057
  nChanged 95
		SP:Iteration 22Q (1389.350000 sec): 3 clusters
  Score: Raw -2389988.077485 + Penalty 4840.483665 = -2385147.593820
  nChanged 97
		SP:Iteration 23Q (1389.410000 sec): 3 clusters
  Score: Raw -2390008.539236 + Penalty 4840.483665 = -2385168.055571
  nChanged 91
		SP:Iteration 24Q (1389.480000 sec): 3 clusters
  Score: Raw -2390027.267910 + Penalty 4840.483665 = -2385186.784245
  nChanged 88
		SP:Iteration 25Q (1389.550000 sec): 3 clusters
  Score: Raw -2390044.987131 + Penalty 4840.483665 = -2385204.503465
  nChanged 76
		SP:Iteration 26Q (1389.620000 sec): 3 clusters
  Score: Raw -2390061.133324 + Penalty 4840.483665 = -2385220.649658
  nChanged 88
		SP:Iteration 27Q (1389.680000 sec): 3 clusters
  Score: Raw -2390079.859570 + Penalty 4840.483665 = -2385239.375904
  nChanged 87
		SP:Iteration 28Q (1389.750000 sec): 3 clusters
  Score: Raw -2390095.151377 + Penalty 4840.483665 = -2385254.667712
  nChanged 82
		SP:Iteration 29Q (1389.810000 sec): 3 clusters
  Score: Raw -2390110.289886 + Penalty 4840.483665 = -2385269.806221
  nChanged 72
		SP:Iteration 30Q (1389.880000 sec): 3 clusters
  Score: Raw -2390123.836080 + Penalty 4840.483665 = -2385283.352415
  nChanged 76
		SP:Iteration 31Q (1389.950000 sec): 3 clusters
  Score: Raw -2390138.027748 + Penalty 4840.483665 = -2385297.544083
  nChanged 72
		SP:Iteration 32Q (1390.010000 sec): 3 clusters
  Score: Raw -2390151.769153 + Penalty 4840.483665 = -2385311.285488
  nChanged 62
		SP:Iteration 33Q (1390.090000 sec): 3 clusters
  Score: Raw -2390163.417318 + Penalty 4840.483665 = -2385322.933652
  nChanged 61
		SP:Iteration 34Q (1390.150000 sec): 3 clusters
  Score: Raw -2390174.065060 + Penalty 4840.483665 = -2385333.581394
  nChanged 54
		SP:Iteration 35Q (1390.230000 sec): 3 clusters
  Score: Raw -2390180.810446 + Penalty 4840.483665 = -2385340.326780
  nChanged 41
		SP:Iteration 36Q (1390.300000 sec): 3 clusters
  Score: Raw -2390186.463046 + Penalty 4840.483665 = -2385345.979381
  nChanged 45
		SP:Iteration 37Q (1390.370000 sec): 3 clusters
  Score: Raw -2390193.307073 + Penalty 4840.483665 = -2385352.823408
  nChanged 43
		SP:Iteration 38Q (1390.430000 sec): 3 clusters
  Score: Raw -2390199.143659 + Penalty 4840.483665 = -2385358.659994
  nChanged 38
		SP:Iteration 39Q (1390.500000 sec): 3 clusters
  Score: Raw -2390204.645651 + Penalty 4840.483665 = -2385364.161985
  nChanged 38
		SP:Iteration 40F (1390.570000 sec): 3 clusters
  Score: Raw -2390209.927976 + Penalty 4840.483665 = -2385369.444311
  nChanged 32
		SP:Iteration 41Q (1390.640000 sec): 3 clusters
  Score: Raw -2390213.798028 + Penalty 4840.483665 = -2385373.314362
  nChanged 31
		SP:Iteration 42Q (1390.710000 sec): 3 clusters
  Score: Raw -2390217.504390 + Penalty 4840.483665 = -2385377.020725
  nChanged 37
		SP:Iteration 43Q (1390.780000 sec): 3 clusters
  Score: Raw -2390221.767394 + Penalty 4840.483665 = -2385381.283728
  nChanged 28
		SP:Iteration 44Q (1390.850000 sec): 3 clusters
  Score: Raw -2390225.794094 + Penalty 4840.483665 = -2385385.310429
  nChanged 33
		SP:Iteration 45Q (1390.920000 sec): 3 clusters
  Score: Raw -2390231.741895 + Penalty 4840.483665 = -2385391.258229
  nChanged 42
		SP:Iteration 46Q (1390.990000 sec): 3 clusters
  Score: Raw -2390238.967656 + Penalty 4840.483665 = -2385398.483990
  nChanged 34
		SP:Iteration 47Q (1391.060000 sec): 3 clusters
  Score: Raw -2390243.741206 + Penalty 4840.483665 = -2385403.257541
  nChanged 40
		SP:Iteration 48Q (1391.130000 sec): 3 clusters
  Score: Raw -2390251.082021 + Penalty 4840.483665 = -2385410.598355
  nChanged 41
		SP:Iteration 49Q (1391.190000 sec): 3 clusters
  Score: Raw -2390258.005304 + Penalty 4840.483665 = -2385417.521638
  nChanged 42
		SP:Iteration 50Q (1391.260000 sec): 3 clusters
  Score: Raw -2390264.058748 + Penalty 4840.483665 = -2385423.575082
  nChanged 48
		SP:Iteration 51Q (1391.330000 sec): 3 clusters
  Score: Raw -2390271.460172 + Penalty 4840.483665 = -2385430.976506
  nChanged 40
		SP:Iteration 52Q (1391.390000 sec): 3 clusters
  Score: Raw -2390277.159287 + Penalty 4840.483665 = -2385436.675622
  nChanged 36
		SP:Iteration 53Q (1391.460000 sec): 3 clusters
  Score: Raw -2390282.024977 + Penalty 4840.483665 = -2385441.541311
  nChanged 39
		SP:Iteration 54Q (1391.530000 sec): 3 clusters
  Score: Raw -2390288.106479 + Penalty 4840.483665 = -2385447.622813
  nChanged 37
		SP:Iteration 55Q (1391.600000 sec): 3 clusters
  Score: Raw -2390292.615637 + Penalty 4840.483665 = -2385452.131971
  nChanged 29
		SP:Iteration 56Q (1391.670000 sec): 3 clusters
  Score: Raw -2390296.458454 + Penalty 4840.483665 = -2385455.974789
  nChanged 27
		SP:Iteration 57Q (1391.730000 sec): 3 clusters
  Score: Raw -2390299.665157 + Penalty 4840.483665 = -2385459.181491
  nChanged 22
		SP:Iteration 58Q (1391.800000 sec): 3 clusters
  Score: Raw -2390301.885778 + Penalty 4840.483665 = -2385461.402113
  nChanged 15
		SP:Iteration 59Q (1391.870000 sec): 3 clusters
  Score: Raw -2390303.435826 + Penalty 4840.483665 = -2385462.952161
  nChanged 15
		SP:Iteration 60F (1391.930000 sec): 3 clusters
  Score: Raw -2390305.215109 + Penalty 4840.483665 = -2385464.731444
  nChanged 15
		SP:Iteration 61Q (1392.000000 sec): 3 clusters
  Score: Raw -2390306.878635 + Penalty 4840.483665 = -2385466.394970
  nChanged 21
		SP:Iteration 62Q (1392.070000 sec): 3 clusters
  Score: Raw -2390309.268922 + Penalty 4840.483665 = -2385468.785257
  nChanged 22
		SP:Iteration 63Q (1392.130000 sec): 3 clusters
  Score: Raw -2390312.162755 + Penalty 4840.483665 = -2385471.679090
  nChanged 22
		SP:Iteration 64Q (1392.200000 sec): 3 clusters
  Score: Raw -2390314.183551 + Penalty 4840.483665 = -2385473.699885
  nChanged 20
		SP:Iteration 65Q (1392.270000 sec): 3 clusters
  Score: Raw -2390316.041092 + Penalty 4840.483665 = -2385475.557426
  nChanged 20
		SP:Iteration 66Q (1392.330000 sec): 3 clusters
  Score: Raw -2390317.850510 + Penalty 4840.483665 = -2385477.366845
  nChanged 14
		SP:Iteration 67Q (1392.400000 sec): 3 clusters
  Score: Raw -2390319.308549 + Penalty 4840.483665 = -2385478.824883
  nChanged 15
		SP:Iteration 68Q (1392.470000 sec): 3 clusters
  Score: Raw -2390320.417410 + Penalty 4840.483665 = -2385479.933745
  nChanged 11
		SP:Iteration 69Q (1392.540000 sec): 3 clusters
  Score: Raw -2390321.605445 + Penalty 4840.483665 = -2385481.121780
  nChanged 10
		SP:Iteration 70Q (1392.610000 sec): 3 clusters
  Score: Raw -2390323.021065 + Penalty 4840.483665 = -2385482.537400
  nChanged 15
		SP:Iteration 71Q (1392.670000 sec): 3 clusters
  Score: Raw -2390325.155073 + Penalty 4840.483665 = -2385484.671407
  nChanged 23
		SP:Iteration 72Q (1392.740000 sec): 3 clusters
  Score: Raw -2390328.278873 + Penalty 4840.483665 = -2385487.795208
  nChanged 31
		SP:Iteration 73Q (1392.800000 sec): 3 clusters
  Score: Raw -2390332.665312 + Penalty 4840.483665 = -2385492.181646
  nChanged 44
		SP:Iteration 74Q (1392.870000 sec): 3 clusters
  Score: Raw -2390339.636064 + Penalty 4840.483665 = -2385499.152399
  nChanged 50
		SP:Iteration 75Q (1392.940000 sec): 3 clusters
  Score: Raw -2390347.168771 + Penalty 4840.483665 = -2385506.685105
  nChanged 47
		SP:Iteration 76Q (1393.000000 sec): 3 clusters
  Score: Raw -2390354.380578 + Penalty 4840.483665 = -2385513.896913
  nChanged 55
		SP:Iteration 77Q (1393.070000 sec): 3 clusters
  Score: Raw -2390363.303493 + Penalty 4840.483665 = -2385522.819827
  nChanged 56
		SP:Iteration 78Q (1393.140000 sec): 3 clusters
  Score: Raw -2390371.624402 + Penalty 4840.483665 = -2385531.140737
  nChanged 60
		SP:Iteration 79Q (1393.210000 sec): 3 clusters
  Score: Raw -2390381.670565 + Penalty 4840.483665 = -2385541.186899
  nChanged 60
		SP:Iteration 80F (1393.280000 sec): 3 clusters
  Score: Raw -2390393.434924 + Penalty 4840.483665 = -2385552.951258
  nChanged 86
		SP:Iteration 81Q (1393.340000 sec): 3 clusters
  Score: Raw -2390409.737433 + Penalty 4840.483665 = -2385569.253768
  nChanged 87
		SP:Iteration 82Q (1393.410000 sec): 3 clusters
  Score: Raw -2390426.725481 + Penalty 4840.483665 = -2385586.241815
  nChanged 88
		SP:Iteration 83Q (1393.480000 sec): 3 clusters
  Score: Raw -2390443.368880 + Penalty 4840.483665 = -2385602.885215
  nChanged 64
		SP:Iteration 84Q (1393.540000 sec): 3 clusters
  Score: Raw -2390456.772352 + Penalty 4840.483665 = -2385616.288686
  nChanged 69
		SP:Iteration 85Q (1393.610000 sec): 3 clusters
  Score: Raw -2390470.815352 + Penalty 4840.483665 = -2385630.331686
  nChanged 54
		SP:Iteration 86Q (1393.670000 sec): 3 clusters
  Score: Raw -2390479.655954 + Penalty 4840.483665 = -2385639.172289
  nChanged 47
		SP:Iteration 87Q (1393.740000 sec): 3 clusters
  Score: Raw -2390487.099998 + Penalty 4840.483665 = -2385646.616332
  nChanged 43
		SP:Iteration 88Q (1393.810000 sec): 3 clusters
  Score: Raw -2390494.186141 + Penalty 4840.483665 = -2385653.702475
  nChanged 53
		SP:Iteration 89Q (1393.870000 sec): 3 clusters
  Score: Raw -2390504.598099 + Penalty 4840.483665 = -2385664.114434
  nChanged 50
		SP:Iteration 90Q (1393.940000 sec): 3 clusters
  Score: Raw -2390513.982740 + Penalty 4840.483665 = -2385673.499075
  nChanged 54
		SP:Iteration 91Q (1394.010000 sec): 3 clusters
  Score: Raw -2390525.484477 + Penalty 4840.483665 = -2385685.000812
  nChanged 51
		SP:Iteration 92Q (1394.070000 sec): 3 clusters
  Score: Raw -2390534.222279 + Penalty 4840.483665 = -2385693.738614
  nChanged 48
		SP:Iteration 93Q (1394.140000 sec): 3 clusters
  Score: Raw -2390543.205108 + Penalty 4840.483665 = -2385702.721442
  nChanged 54
		SP:Iteration 94Q (1394.210000 sec): 3 clusters
  Score: Raw -2390551.449945 + Penalty 4840.483665 = -2385710.966279
  nChanged 61
		SP:Iteration 95Q (1394.270000 sec): 3 clusters
  Score: Raw -2390561.201465 + Penalty 4840.483665 = -2385720.717799
  nChanged 54
		SP:Iteration 96Q (1394.330000 sec): 3 clusters
  Score: Raw -2390569.298861 + Penalty 4840.483665 = -2385728.815195
  nChanged 45
		SP:Iteration 97Q (1394.400000 sec): 3 clusters
  Score: Raw -2390575.664925 + Penalty 4840.483665 = -2385735.181259
  nChanged 41
		SP:Iteration 98Q (1394.470000 sec): 3 clusters
  Score: Raw -2390580.794318 + Penalty 4840.483665 = -2385740.310652
  nChanged 39
		SP:Iteration 99Q (1394.530000 sec): 3 clusters
  Score: Raw -2390585.723096 + Penalty 4840.483665 = -2385745.239430
  nChanged 28
		SP:Iteration 100F (1394.600000 sec): 3 clusters
  Score: Raw -2390589.052794 + Penalty 4840.483665 = -2385748.569129
  nChanged 26
		SP:Iteration 101Q (1394.670000 sec): 3 clusters
  Score: Raw -2390593.611184 + Penalty 4840.483665 = -2385753.127519
  nChanged 42
		SP:Iteration 102Q (1394.740000 sec): 3 clusters
  Score: Raw -2390602.121208 + Penalty 4840.483665 = -2385761.637543
  nChanged 53
		SP:Iteration 103Q (1394.800000 sec): 3 clusters
  Score: Raw -2390611.321348 + Penalty 4840.483665 = -2385770.837683
  nChanged 56
		SP:Iteration 104Q (1394.870000 sec): 3 clusters
  Score: Raw -2390620.840683 + Penalty 4840.483665 = -2385780.357017
  nChanged 49
		SP:Iteration 105Q (1394.930000 sec): 3 clusters
  Score: Raw -2390628.126224 + Penalty 4840.483665 = -2385787.642558
  nChanged 41
		SP:Iteration 106Q (1395.000000 sec): 3 clusters
  Score: Raw -2390634.124281 + Penalty 4840.483665 = -2385793.640615
  nChanged 38
		SP:Iteration 107Q (1395.070000 sec): 3 clusters
  Score: Raw -2390639.209285 + Penalty 4840.483665 = -2385798.725619
  nChanged 27
		SP:Iteration 108Q (1395.130000 sec): 3 clusters
  Score: Raw -2390642.473042 + Penalty 4840.483665 = -2385801.989377
  nChanged 22
		SP:Iteration 109Q (1395.200000 sec): 3 clusters
  Score: Raw -2390645.310885 + Penalty 4840.483665 = -2385804.827219
  nChanged 27
		SP:Iteration 110Q (1395.270000 sec): 3 clusters
  Score: Raw -2390648.423845 + Penalty 4840.483665 = -2385807.940179
  nChanged 20
		SP:Iteration 111Q (1395.330000 sec): 3 clusters
  Score: Raw -2390650.485546 + Penalty 4840.483665 = -2385810.001880
  nChanged 14
		SP:Iteration 112Q (1395.390000 sec): 3 clusters
  Score: Raw -2390651.742189 + Penalty 4840.483665 = -2385811.258524
  nChanged 11
		SP:Iteration 113Q (1395.460000 sec): 3 clusters
  Score: Raw -2390652.713884 + Penalty 4840.483665 = -2385812.230218
  nChanged 11
		SP:Iteration 114Q (1395.530000 sec): 3 clusters
  Score: Raw -2390654.022556 + Penalty 4840.483665 = -2385813.538890
  nChanged 9
		SP:Iteration 115Q (1395.590000 sec): 3 clusters
  Score: Raw -2390655.220621 + Penalty 4840.483665 = -2385814.736956
  nChanged 16
		SP:Iteration 116Q (1395.660000 sec): 3 clusters
  Score: Raw -2390657.008570 + Penalty 4840.483665 = -2385816.524904
  nChanged 16
		SP:Iteration 117Q (1395.720000 sec): 3 clusters
  Score: Raw -2390658.693336 + Penalty 4840.483665 = -2385818.209670
  nChanged 23
		SP:Iteration 118Q (1395.790000 sec): 3 clusters
  Score: Raw -2390661.710459 + Penalty 4840.483665 = -2385821.226794
  nChanged 37
		SP:Iteration 119Q (1395.850000 sec): 3 clusters
  Score: Raw -2390668.725975 + Penalty 4840.483665 = -2385828.242310
  nChanged 45
		SP:Iteration 120F (1395.920000 sec): 3 clusters
  Score: Raw -2390676.230059 + Penalty 4840.483665 = -2385835.746393
  nChanged 41
		SP:Iteration 121Q (1395.990000 sec): 3 clusters
  Score: Raw -2390682.606235 + Penalty 4840.483665 = -2385842.122569
  nChanged 38
		SP:Iteration 122Q (1396.050000 sec): 3 clusters
  Score: Raw -2390689.076736 + Penalty 4840.483665 = -2385848.593070
  nChanged 51
		SP:Iteration 123Q (1396.120000 sec): 3 clusters
  Score: Raw -2390698.347392 + Penalty 4840.483665 = -2385857.863727
  nChanged 45
		SP:Iteration 124Q (1396.190000 sec): 3 clusters
  Score: Raw -2390707.547016 + Penalty 4840.483665 = -2385867.063351
  nChanged 55
		SP:Iteration 125Q (1396.250000 sec): 3 clusters
  Score: Raw -2390716.555542 + Penalty 4840.483665 = -2385876.071877
  nChanged 50
		SP:Iteration 126Q (1396.310000 sec): 3 clusters
  Score: Raw -2390723.517900 + Penalty 4840.483665 = -2385883.034235
  nChanged 39
		SP:Iteration 127Q (1396.380000 sec): 3 clusters
  Score: Raw -2390728.809282 + Penalty 4840.483665 = -2385888.325616
  nChanged 33
		SP:Iteration 128Q (1396.450000 sec): 3 clusters
  Score: Raw -2390732.266559 + Penalty 4840.483665 = -2385891.782894
  nChanged 22
		SP:Iteration 129Q (1396.510000 sec): 3 clusters
  Score: Raw -2390734.678350 + Penalty 4840.483665 = -2385894.194684
  nChanged 13
		SP:Iteration 130Q (1396.580000 sec): 3 clusters
  Score: Raw -2390736.389783 + Penalty 4840.483665 = -2385895.906117
  nChanged 15
		SP:Iteration 131Q (1396.650000 sec): 3 clusters
  Score: Raw -2390738.113757 + Penalty 4840.483665 = -2385897.630091
  nChanged 12
		SP:Iteration 132Q (1396.710000 sec): 3 clusters
  Score: Raw -2390739.061354 + Penalty 4840.483665 = -2385898.577689
  nChanged 8
		SP:Iteration 133Q (1396.770000 sec): 3 clusters
  Score: Raw -2390739.995961 + Penalty 4840.483665 = -2385899.512296
  nChanged 8
		SP:Iteration 134Q (1396.840000 sec): 3 clusters
  Score: Raw -2390740.620301 + Penalty 4840.483665 = -2385900.136635
  nChanged 6
		SP:Iteration 135Q (1396.910000 sec): 3 clusters
  Score: Raw -2390741.212557 + Penalty 4840.483665 = -2385900.728892
  nChanged 7
		SP:Iteration 136Q (1396.970000 sec): 3 clusters
  Score: Raw -2390741.747810 + Penalty 4840.483665 = -2385901.264144
  nChanged 3
		SP:Iteration 137Q (1397.030000 sec): 3 clusters
  Score: Raw -2390742.003525 + Penalty 4840.483665 = -2385901.519860
  nChanged 3
		SP:Iteration 138Q (1397.100000 sec): 3 clusters
  Score: Raw -2390742.259683 + Penalty 4840.483665 = -2385901.776018
  nChanged 2
		SP:Iteration 139Q (1397.170000 sec): 3 clusters
  Score: Raw -2390742.491834 + Penalty 4840.483665 = -2385902.008169
  nChanged 3
		SP:Iteration 140F (1397.240000 sec): 3 clusters
  Score: Raw -2390742.620840 + Penalty 4840.483665 = -2385902.137174
  nChanged 3
		SP:Iteration 141Q (1397.310000 sec): 3 clusters
  Score: Raw -2390742.936268 + Penalty 4840.483665 = -2385902.452603
  nChanged 7
		SP:Iteration 142Q (1397.380000 sec): 3 clusters
  Score: Raw -2390743.506837 + Penalty 4840.483665 = -2385903.023172
  nChanged 4
		SP:Iteration 143Q (1397.450000 sec): 3 clusters
  Score: Raw -2390743.816186 + Penalty 4840.483665 = -2385903.332521
  nChanged 7
		SP:Iteration 144Q (1397.510000 sec): 3 clusters
  Score: Raw -2390744.387031 + Penalty 4840.483665 = -2385903.903365
  nChanged 3
		SP:Iteration 145Q (1397.580000 sec): 3 clusters
  Score: Raw -2390744.594856 + Penalty 4840.483665 = -2385904.111191
  nChanged 4
		SP:Iteration 146Q (1397.650000 sec): 3 clusters
  Score: Raw -2390744.893778 + Penalty 4840.483665 = -2385904.410113
  nChanged 1
		SP:Iteration 147Q (1397.720000 sec): 3 clusters
  Score: Raw -2390744.962562 + Penalty 4840.483665 = -2385904.478897
  nChanged 3
		SP:Iteration 148Q (1397.780000 sec): 3 clusters
  Score: Raw -2390745.234666 + Penalty 4840.483665 = -2385904.751000
  nChanged 2
		SP:Iteration 149Q (1397.850000 sec): 3 clusters
  Score: Raw -2390745.464360 + Penalty 4840.483665 = -2385904.980694
  nChanged 1
		SP:Iteration 150Q (1397.920000 sec): 3 clusters
  Score: Raw -2390745.569044 + Penalty 4840.483665 = -2385905.085378
  nChanged 2
		SP:Iteration 151Q (1397.990000 sec): 3 clusters
  Score: Raw -2390745.689544 + Penalty 4840.483665 = -2385905.205879
  nChanged 2
		SP:Iteration 152Q (1398.050000 sec): 3 clusters
  Score: Raw -2390745.784966 + Penalty 4840.483665 = -2385905.301301
  nChanged 0
		SP:Iteration 153F (1398.130000 sec): 3 clusters
  Score: Raw -2390745.784966 + Penalty 4840.483665 = -2385905.301301
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1398.160000 sec): 2 clusters
  Score: Raw -1069811.055681 + Penalty 2205.844218 = -1067605.211463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1398.190000 sec): 3 clusters
  Score: Raw -1066013.165850 + Penalty 4411.688435 = -1061601.477414
  nChanged 2971
		SP:Iteration 1F (1398.220000 sec): 3 clusters
  Score: Raw -1067635.668238 + Penalty 4411.688435 = -1063223.979802
  nChanged 527
		SP:Iteration 2F (1398.250000 sec): 3 clusters
  Score: Raw -1067921.261537 + Penalty 4411.688435 = -1063509.573102
  nChanged 416
		SP:Iteration 3F (1398.270000 sec): 3 clusters
  Score: Raw -1068174.624943 + Penalty 4411.688435 = -1063762.936507
  nChanged 388
		SP:Iteration 4F (1398.310000 sec): 3 clusters
  Score: Raw -1068416.927161 + Penalty 4411.688435 = -1064005.238726
  nChanged 347
		SP:Iteration 5Q (1398.330000 sec): 3 clusters
  Score: Raw -1068647.877843 + Penalty 4411.688435 = -1064236.189408
  nChanged 339
		SP:Iteration 6Q (1398.370000 sec): 3 clusters
  Score: Raw -1068863.029773 + Penalty 4411.688435 = -1064451.341338
  nChanged 316
		SP:Iteration 7Q (1398.390000 sec): 3 clusters
  Score: Raw -1069052.208821 + Penalty 4411.688435 = -1064640.520386
  nChanged 267
		SP:Iteration 8Q (1398.420000 sec): 3 clusters
  Score: Raw -1069186.226203 + Penalty 4411.688435 = -1064774.537767
  nChanged 192
		SP:Iteration 9Q (1398.450000 sec): 3 clusters
  Score: Raw -1069273.446119 + Penalty 4411.688435 = -1064861.757683
  nChanged 174
		SP:Iteration 10Q (1398.480000 sec): 3 clusters
  Score: Raw -1069356.823869 + Penalty 4411.688435 = -1064945.135434
  nChanged 148
		SP:Iteration 11Q (1398.510000 sec): 3 clusters
  Score: Raw -1069424.154231 + Penalty 4411.688435 = -1065012.465796
  nChanged 107
		SP:Iteration 12Q (1398.540000 sec): 3 clusters
  Score: Raw -1069472.792632 + Penalty 4411.688435 = -1065061.104197
  nChanged 105
		SP:Iteration 13Q (1398.570000 sec): 3 clusters
  Score: Raw -1069524.620020 + Penalty 4411.688435 = -1065112.931585
  nChanged 94
		SP:Iteration 14Q (1398.600000 sec): 3 clusters
  Score: Raw -1069572.626107 + Penalty 4411.688435 = -1065160.937672
  nChanged 91
		SP:Iteration 15Q (1398.630000 sec): 3 clusters
  Score: Raw -1069614.516290 + Penalty 4411.688435 = -1065202.827855
  nChanged 70
		SP:Iteration 16Q (1398.660000 sec): 3 clusters
  Score: Raw -1069649.288088 + Penalty 4411.688435 = -1065237.599653
  nChanged 73
		SP:Iteration 17Q (1398.690000 sec): 3 clusters
  Score: Raw -1069687.000236 + Penalty 4411.688435 = -1065275.311801
  nChanged 79
		SP:Iteration 18Q (1398.710000 sec): 3 clusters
  Score: Raw -1069725.663951 + Penalty 4411.688435 = -1065313.975516
  nChanged 74
		SP:Iteration 19Q (1398.740000 sec): 3 clusters
  Score: Raw -1069766.414823 + Penalty 4411.688435 = -1065354.726388
  nChanged 76
		SP:Iteration 20F (1398.770000 sec): 3 clusters
  Score: Raw -1069801.787449 + Penalty 4411.688435 = -1065390.099014
  nChanged 59
		SP:Iteration 21Q (1398.800000 sec): 3 clusters
  Score: Raw -1069834.189748 + Penalty 4411.688435 = -1065422.501312
  nChanged 63
		SP:Iteration 22Q (1398.830000 sec): 3 clusters
  Score: Raw -1069870.757042 + Penalty 4411.688435 = -1065459.068606
  nChanged 55
		SP:Iteration 23Q (1398.850000 sec): 3 clusters
  Score: Raw -1069902.938228 + Penalty 4411.688435 = -1065491.249793
  nChanged 53
		SP:Iteration 24Q (1398.880000 sec): 3 clusters
  Score: Raw -1069935.439916 + Penalty 4411.688435 = -1065523.751480
  nChanged 55
		SP:Iteration 25Q (1398.910000 sec): 3 clusters
  Score: Raw -1069974.632091 + Penalty 4411.688435 = -1065562.943656
  nChanged 56
		SP:Iteration 26Q (1398.930000 sec): 3 clusters
  Score: Raw -1070021.470363 + Penalty 4411.688435 = -1065609.781927
  nChanged 62
		SP:Iteration 27Q (1398.960000 sec): 3 clusters
  Score: Raw -1070087.691772 + Penalty 4411.688435 = -1065676.003336
  nChanged 60
		SP:Iteration 28Q (1398.990000 sec): 3 clusters
  Score: Raw -1070132.414826 + Penalty 4411.688435 = -1065720.726391
  nChanged 55
		SP:Iteration 29Q (1399.010000 sec): 3 clusters
  Score: Raw -1070171.389786 + Penalty 4411.688435 = -1065759.701351
  nChanged 41
		SP:Iteration 30Q (1399.040000 sec): 3 clusters
  Score: Raw -1070194.522452 + Penalty 4411.688435 = -1065782.834017
  nChanged 35
		SP:Iteration 31Q (1399.060000 sec): 3 clusters
  Score: Raw -1070220.137484 + Penalty 4411.688435 = -1065808.449049
  nChanged 26
		SP:Iteration 32Q (1399.090000 sec): 3 clusters
  Score: Raw -1070237.309538 + Penalty 4411.688435 = -1065825.621103
  nChanged 22
		SP:Iteration 33Q (1399.110000 sec): 3 clusters
  Score: Raw -1070249.622369 + Penalty 4411.688435 = -1065837.933934
  nChanged 25
		SP:Iteration 34Q (1399.130000 sec): 3 clusters
  Score: Raw -1070264.627783 + Penalty 4411.688435 = -1065852.939348
  nChanged 15
		SP:Iteration 35Q (1399.160000 sec): 3 clusters
  Score: Raw -1070274.489048 + Penalty 4411.688435 = -1065862.800612
  nChanged 21
		SP:Iteration 36Q (1399.180000 sec): 3 clusters
  Score: Raw -1070289.354758 + Penalty 4411.688435 = -1065877.666322
  nChanged 14
		SP:Iteration 37Q (1399.210000 sec): 3 clusters
  Score: Raw -1070295.756439 + Penalty 4411.688435 = -1065884.068004
  nChanged 12
		SP:Iteration 38Q (1399.230000 sec): 3 clusters
  Score: Raw -1070301.206926 + Penalty 4411.688435 = -1065889.518491
  nChanged 14
		SP:Iteration 39Q (1399.250000 sec): 3 clusters
  Score: Raw -1070306.614211 + Penalty 4411.688435 = -1065894.925775
  nChanged 12
		SP:Iteration 40F (1399.280000 sec): 3 clusters
  Score: Raw -1070310.999791 + Penalty 4411.688435 = -1065899.311356
  nChanged 6
		SP:Iteration 41Q (1399.310000 sec): 3 clusters
  Score: Raw -1070314.035361 + Penalty 4411.688435 = -1065902.346925
  nChanged 9
		SP:Iteration 42Q (1399.330000 sec): 3 clusters
  Score: Raw -1070319.100690 + Penalty 4411.688435 = -1065907.412254
  nChanged 11
		SP:Iteration 43Q (1399.350000 sec): 3 clusters
  Score: Raw -1070324.107993 + Penalty 4411.688435 = -1065912.419558
  nChanged 7
		SP:Iteration 44Q (1399.380000 sec): 3 clusters
  Score: Raw -1070328.568632 + Penalty 4411.688435 = -1065916.880196
  nChanged 6
		SP:Iteration 45Q (1399.400000 sec): 3 clusters
  Score: Raw -1070332.856731 + Penalty 4411.688435 = -1065921.168295
  nChanged 11
		SP:Iteration 46Q (1399.430000 sec): 3 clusters
  Score: Raw -1070340.854692 + Penalty 4411.688435 = -1065929.166257
  nChanged 17
		SP:Iteration 47Q (1399.450000 sec): 3 clusters
  Score: Raw -1070351.140235 + Penalty 4411.688435 = -1065939.451800
  nChanged 18
		SP:Iteration 48Q (1399.470000 sec): 3 clusters
  Score: Raw -1070358.707690 + Penalty 4411.688435 = -1065947.019255
  nChanged 9
		SP:Iteration 49Q (1399.500000 sec): 3 clusters
  Score: Raw -1070364.017563 + Penalty 4411.688435 = -1065952.329127
  nChanged 8
		SP:Iteration 50Q (1399.520000 sec): 3 clusters
  Score: Raw -1070368.227487 + Penalty 4411.688435 = -1065956.539052
  nChanged 8
		SP:Iteration 51Q (1399.540000 sec): 3 clusters
  Score: Raw -1070372.173405 + Penalty 4411.688435 = -1065960.484969
  nChanged 5
		SP:Iteration 52Q (1399.570000 sec): 3 clusters
  Score: Raw -1070374.169181 + Penalty 4411.688435 = -1065962.480745
  nChanged 3
		SP:Iteration 53Q (1399.590000 sec): 3 clusters
  Score: Raw -1070375.278623 + Penalty 4411.688435 = -1065963.590188
  nChanged 3
		SP:Iteration 54Q (1399.610000 sec): 3 clusters
  Score: Raw -1070376.795834 + Penalty 4411.688435 = -1065965.107399
  nChanged 4
		SP:Iteration 55Q (1399.640000 sec): 3 clusters
  Score: Raw -1070378.662887 + Penalty 4411.688435 = -1065966.974451
  nChanged 6
		SP:Iteration 56Q (1399.660000 sec): 3 clusters
  Score: Raw -1070382.030517 + Penalty 4411.688435 = -1065970.342081
  nChanged 5
		SP:Iteration 57Q (1399.680000 sec): 3 clusters
  Score: Raw -1070384.314597 + Penalty 4411.688435 = -1065972.626162
  nChanged 5
		SP:Iteration 58Q (1399.710000 sec): 3 clusters
  Score: Raw -1070386.288859 + Penalty 4411.688435 = -1065974.600423
  nChanged 2
		SP:Iteration 59Q (1399.730000 sec): 3 clusters
  Score: Raw -1070387.576103 + Penalty 4411.688435 = -1065975.887667
  nChanged 4
		SP:Iteration 60F (1399.760000 sec): 3 clusters
  Score: Raw -1070388.883792 + Penalty 4411.688435 = -1065977.195357
  nChanged 2
		SP:Iteration 61Q (1399.780000 sec): 3 clusters
  Score: Raw -1070389.738426 + Penalty 4411.688435 = -1065978.049990
  nChanged 0
		SP:Iteration 62F (1399.810000 sec): 3 clusters
  Score: Raw -1070389.738426 + Penalty 4411.688435 = -1065978.049990
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (114663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1400.220000 sec): 2 clusters
  Score: Raw -17118507.355092 + Penalty 2889.138662 = -17115618.216430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1400.680000 sec): 3 clusters
  Score: Raw -17044602.106327 + Penalty 5778.277325 = -17038823.829002
  nChanged 54488
		SP:Iteration 1F (1401.130000 sec): 3 clusters
  Score: Raw -17075767.150182 + Penalty 5778.277325 = -17069988.872858
  nChanged 3489
		SP:Iteration 2Q (1401.590000 sec): 3 clusters
  Score: Raw -17076640.540603 + Penalty 5778.277325 = -17070862.263278
  nChanged 3861
		SP:Iteration 3Q (1402.050000 sec): 3 clusters
  Score: Raw -17078075.021595 + Penalty 5778.277325 = -17072296.744270
  nChanged 5047
		SP:Iteration 4Q (1402.520000 sec): 3 clusters
  Score: Raw -17080943.526094 + Penalty 5778.277325 = -17075165.248769
  nChanged 6847
		SP:Iteration 5F (1402.980000 sec): 3 clusters
  Score: Raw -17086112.586224 + Penalty 5778.277325 = -17080334.308900
  nChanged 8752
		SP:Iteration 6F (1403.430000 sec): 3 clusters
  Score: Raw -17093191.280684 + Penalty 5778.277325 = -17087413.003359
  nChanged 9301
		SP:Iteration 7F (1403.880000 sec): 3 clusters
  Score: Raw -17100161.462742 + Penalty 5778.277325 = -17094383.185418
  nChanged 8189
		SP:Iteration 8F (1404.330000 sec): 3 clusters
  Score: Raw -17105369.600975 + Penalty 5778.277325 = -17099591.323651
  nChanged 6347
		SP:Iteration 9F (1404.800000 sec): 3 clusters
  Score: Raw -17108615.194197 + Penalty 5778.277325 = -17102836.916872
  nChanged 4670
		SP:Iteration 10Q (1405.270000 sec): 3 clusters
  Score: Raw -17110836.283182 + Penalty 5778.277325 = -17105058.005858
  nChanged 3856
		SP:Iteration 11Q (1405.730000 sec): 3 clusters
  Score: Raw -17112629.279441 + Penalty 5778.277325 = -17106851.002116
  nChanged 3474
		SP:Iteration 12Q (1406.170000 sec): 3 clusters
  Score: Raw -17114089.796124 + Penalty 5778.277325 = -17108311.518799
  nChanged 3163
		SP:Iteration 13Q (1406.620000 sec): 3 clusters
  Score: Raw -17115291.143718 + Penalty 5778.277325 = -17109512.866394
  nChanged 2991
		SP:Iteration 14Q (1407.060000 sec): 3 clusters
  Score: Raw -17116370.013461 + Penalty 5778.277325 = -17110591.736136
  nChanged 2659
		SP:Iteration 15Q (1407.490000 sec): 3 clusters
  Score: Raw -17117226.232472 + Penalty 5778.277325 = -17111447.955148
  nChanged 2416
		SP:Iteration 16Q (1407.930000 sec): 3 clusters
  Score: Raw -17117942.529289 + Penalty 5778.277325 = -17112164.251964
  nChanged 2177
		SP:Iteration 17Q (1408.350000 sec): 3 clusters
  Score: Raw -17118519.106902 + Penalty 5778.277325 = -17112740.829577
  nChanged 1905
		SP:Iteration 18Q (1408.770000 sec): 3 clusters
  Score: Raw -17118994.089170 + Penalty 5778.277325 = -17113215.811846
  nChanged 1704
		SP:Iteration 19Q (1409.190000 sec): 3 clusters
  Score: Raw -17119383.970015 + Penalty 5778.277325 = -17113605.692690
  nChanged 1481
		SP:Iteration 20F (1409.650000 sec): 3 clusters
  Score: Raw -17119681.837907 + Penalty 5778.277325 = -17113903.560583
  nChanged 1279
		SP:Iteration 21Q (1410.070000 sec): 3 clusters
  Score: Raw -17119916.029583 + Penalty 5778.277325 = -17114137.752258
  nChanged 1100
		SP:Iteration 22Q (1410.480000 sec): 3 clusters
  Score: Raw -17120104.762380 + Penalty 5778.277325 = -17114326.485055
  nChanged 986
		SP:Iteration 23Q (1410.890000 sec): 3 clusters
  Score: Raw -17120256.948918 + Penalty 5778.277325 = -17114478.671594
  nChanged 872
		SP:Iteration 24Q (1411.300000 sec): 3 clusters
  Score: Raw -17120389.771128 + Penalty 5778.277325 = -17114611.493804
  nChanged 803
		SP:Iteration 25Q (1411.700000 sec): 3 clusters
  Score: Raw -17120510.461969 + Penalty 5778.277325 = -17114732.184644
  nChanged 766
		SP:Iteration 26Q (1412.110000 sec): 3 clusters
  Score: Raw -17120623.014010 + Penalty 5778.277325 = -17114844.736685
  nChanged 666
		SP:Iteration 27Q (1412.530000 sec): 3 clusters
  Score: Raw -17120714.739840 + Penalty 5778.277325 = -17114936.462515
  nChanged 591
		SP:Iteration 28Q (1412.940000 sec): 3 clusters
  Score: Raw -17120789.717265 + Penalty 5778.277325 = -17115011.439941
  nChanged 551
		SP:Iteration 29Q (1413.340000 sec): 3 clusters
  Score: Raw -17120858.355031 + Penalty 5778.277325 = -17115080.077707
  nChanged 538
		SP:Iteration 30Q (1413.740000 sec): 3 clusters
  Score: Raw -17120924.762814 + Penalty 5778.277325 = -17115146.485489
  nChanged 512
		SP:Iteration 31Q (1414.130000 sec): 3 clusters
  Score: Raw -17120985.881841 + Penalty 5778.277325 = -17115207.604517
  nChanged 463
		SP:Iteration 32Q (1414.530000 sec): 3 clusters
  Score: Raw -17121035.855414 + Penalty 5778.277325 = -17115257.578090
  nChanged 371
		SP:Iteration 33Q (1414.920000 sec): 3 clusters
  Score: Raw -17121071.803879 + Penalty 5778.277325 = -17115293.526555
  nChanged 371
		SP:Iteration 34Q (1415.290000 sec): 3 clusters
  Score: Raw -17121110.016766 + Penalty 5778.277325 = -17115331.739441
  nChanged 396
		SP:Iteration 35Q (1415.660000 sec): 3 clusters
  Score: Raw -17121149.897544 + Penalty 5778.277325 = -17115371.620219
  nChanged 376
		SP:Iteration 36Q (1416.030000 sec): 3 clusters
  Score: Raw -17121185.340100 + Penalty 5778.277325 = -17115407.062775
  nChanged 323
		SP:Iteration 37Q (1416.400000 sec): 3 clusters
  Score: Raw -17121212.990342 + Penalty 5778.277325 = -17115434.713018
  nChanged 279
		SP:Iteration 38Q (1416.780000 sec): 3 clusters
  Score: Raw -17121234.978962 + Penalty 5778.277325 = -17115456.701637
  nChanged 268
		SP:Iteration 39Q (1417.140000 sec): 3 clusters
  Score: Raw -17121255.164318 + Penalty 5778.277325 = -17115476.886994
  nChanged 250
		SP:Iteration 40F (1417.570000 sec): 3 clusters
  Score: Raw -17121273.877165 + Penalty 5778.277325 = -17115495.599841
  nChanged 234
		SP:Iteration 41Q (1417.940000 sec): 3 clusters
  Score: Raw -17121291.172697 + Penalty 5778.277325 = -17115512.895372
  nChanged 190
		SP:Iteration 42Q (1418.310000 sec): 3 clusters
  Score: Raw -17121303.220723 + Penalty 5778.277325 = -17115524.943398
  nChanged 171
		SP:Iteration 43Q (1418.680000 sec): 3 clusters
  Score: Raw -17121313.880513 + Penalty 5778.277325 = -17115535.603188
  nChanged 171
		SP:Iteration 44Q (1419.040000 sec): 3 clusters
  Score: Raw -17121324.609908 + Penalty 5778.277325 = -17115546.332584
  nChanged 156
		SP:Iteration 45Q (1419.400000 sec): 3 clusters
  Score: Raw -17121333.081222 + Penalty 5778.277325 = -17115554.803898
  nChanged 130
		SP:Iteration 46Q (1419.770000 sec): 3 clusters
  Score: Raw -17121339.641746 + Penalty 5778.277325 = -17115561.364422
  nChanged 115
		SP:Iteration 47Q (1420.130000 sec): 3 clusters
  Score: Raw -17121347.288161 + Penalty 5778.277325 = -17115569.010836
  nChanged 135
		SP:Iteration 48Q (1420.500000 sec): 3 clusters
  Score: Raw -17121355.631877 + Penalty 5778.277325 = -17115577.354552
  nChanged 129
		SP:Iteration 49Q (1420.860000 sec): 3 clusters
  Score: Raw -17121363.084651 + Penalty 5778.277325 = -17115584.807327
  nChanged 132
		SP:Iteration 50Q (1421.230000 sec): 3 clusters
  Score: Raw -17121371.119482 + Penalty 5778.277325 = -17115592.842157
  nChanged 119
		SP:Iteration 51Q (1421.590000 sec): 3 clusters
  Score: Raw -17121378.598283 + Penalty 5778.277325 = -17115600.320958
  nChanged 122
		SP:Iteration 52Q (1421.960000 sec): 3 clusters
  Score: Raw -17121385.529663 + Penalty 5778.277325 = -17115607.252339
  nChanged 105
		SP:Iteration 53Q (1422.320000 sec): 3 clusters
  Score: Raw -17121391.559976 + Penalty 5778.277325 = -17115613.282652
  nChanged 81
		SP:Iteration 54Q (1422.680000 sec): 3 clusters
  Score: Raw -17121396.380420 + Penalty 5778.277325 = -17115618.103095
  nChanged 82
		SP:Iteration 55Q (1423.040000 sec): 3 clusters
  Score: Raw -17121400.895815 + Penalty 5778.277325 = -17115622.618490
  nChanged 82
		SP:Iteration 56Q (1423.410000 sec): 3 clusters
  Score: Raw -17121404.904111 + Penalty 5778.277325 = -17115626.626786
  nChanged 70
		SP:Iteration 57Q (1423.770000 sec): 3 clusters
  Score: Raw -17121407.744750 + Penalty 5778.277325 = -17115629.467426
  nChanged 64
		SP:Iteration 58Q (1424.140000 sec): 3 clusters
  Score: Raw -17121410.686414 + Penalty 5778.277325 = -17115632.409089
  nChanged 58
		SP:Iteration 59Q (1424.500000 sec): 3 clusters
  Score: Raw -17121413.674842 + Penalty 5778.277325 = -17115635.397517
  nChanged 63
		SP:Iteration 60F (1424.930000 sec): 3 clusters
  Score: Raw -17121417.307594 + Penalty 5778.277325 = -17115639.030269
  nChanged 63
		SP:Iteration 61Q (1425.290000 sec): 3 clusters
  Score: Raw -17121420.809458 + Penalty 5778.277325 = -17115642.532133
  nChanged 67
		SP:Iteration 62Q (1425.650000 sec): 3 clusters
  Score: Raw -17121424.545507 + Penalty 5778.277325 = -17115646.268183
  nChanged 59
		SP:Iteration 63Q (1426.020000 sec): 3 clusters
  Score: Raw -17121427.542469 + Penalty 5778.277325 = -17115649.265144
  nChanged 50
		SP:Iteration 64Q (1426.380000 sec): 3 clusters
  Score: Raw -17121430.191868 + Penalty 5778.277325 = -17115651.914543
  nChanged 56
		SP:Iteration 65Q (1426.740000 sec): 3 clusters
  Score: Raw -17121432.852649 + Penalty 5778.277325 = -17115654.575324
  nChanged 65
		SP:Iteration 66Q (1427.100000 sec): 3 clusters
  Score: Raw -17121436.140022 + Penalty 5778.277325 = -17115657.862697
  nChanged 55
		SP:Iteration 67Q (1427.500000 sec): 3 clusters
  Score: Raw -17121439.071068 + Penalty 5778.277325 = -17115660.793744
  nChanged 60
		SP:Iteration 68Q (1427.890000 sec): 3 clusters
  Score: Raw -17121442.316846 + Penalty 5778.277325 = -17115664.039521
  nChanged 66
		SP:Iteration 69Q (1428.280000 sec): 3 clusters
  Score: Raw -17121445.707181 + Penalty 5778.277325 = -17115667.429856
  nChanged 57
		SP:Iteration 70Q (1428.660000 sec): 3 clusters
  Score: Raw -17121448.287208 + Penalty 5778.277325 = -17115670.009883
  nChanged 49
		SP:Iteration 71Q (1429.050000 sec): 3 clusters
  Score: Raw -17121450.498311 + Penalty 5778.277325 = -17115672.220986
  nChanged 45
		SP:Iteration 72Q (1429.440000 sec): 3 clusters
  Score: Raw -17121452.217879 + Penalty 5778.277325 = -17115673.940554
  nChanged 30
		SP:Iteration 73Q (1429.830000 sec): 3 clusters
  Score: Raw -17121453.263918 + Penalty 5778.277325 = -17115674.986593
  nChanged 17
		SP:Iteration 74Q (1430.220000 sec): 3 clusters
  Score: Raw -17121453.854281 + Penalty 5778.277325 = -17115675.576956
  nChanged 15
		SP:Iteration 75Q (1430.600000 sec): 3 clusters
  Score: Raw -17121454.371641 + Penalty 5778.277325 = -17115676.094316
  nChanged 17
		SP:Iteration 76Q (1431.000000 sec): 3 clusters
  Score: Raw -17121454.929969 + Penalty 5778.277325 = -17115676.652644
  nChanged 13
		SP:Iteration 77Q (1431.390000 sec): 3 clusters
  Score: Raw -17121455.415715 + Penalty 5778.277325 = -17115677.138390
  nChanged 16
		SP:Iteration 78Q (1431.770000 sec): 3 clusters
  Score: Raw -17121455.968497 + Penalty 5778.277325 = -17115677.691172
  nChanged 10
		SP:Iteration 79Q (1432.150000 sec): 3 clusters
  Score: Raw -17121456.255331 + Penalty 5778.277325 = -17115677.978007
  nChanged 12
		SP:Iteration 80F (1432.610000 sec): 3 clusters
  Score: Raw -17121456.604990 + Penalty 5778.277325 = -17115678.327665
  nChanged 6
		SP:Iteration 81Q (1432.990000 sec): 3 clusters
  Score: Raw -17121456.750669 + Penalty 5778.277325 = -17115678.473345
  nChanged 8
		SP:Iteration 82Q (1433.350000 sec): 3 clusters
  Score: Raw -17121457.038502 + Penalty 5778.277325 = -17115678.761178
  nChanged 10
		SP:Iteration 83Q (1433.700000 sec): 3 clusters
  Score: Raw -17121457.332722 + Penalty 5778.277325 = -17115679.055397
  nChanged 9
		SP:Iteration 84Q (1434.060000 sec): 3 clusters
  Score: Raw -17121457.616549 + Penalty 5778.277325 = -17115679.339225
  nChanged 5
		SP:Iteration 85Q (1434.420000 sec): 3 clusters
  Score: Raw -17121457.745839 + Penalty 5778.277325 = -17115679.468514
  nChanged 3
		SP:Iteration 86Q (1434.780000 sec): 3 clusters
  Score: Raw -17121457.817780 + Penalty 5778.277325 = -17115679.540455
  nChanged 5
		SP:Iteration 87Q (1435.140000 sec): 3 clusters
  Score: Raw -17121457.911559 + Penalty 5778.277325 = -17115679.634235
  nChanged 3
		SP:Iteration 88Q (1435.500000 sec): 3 clusters
  Score: Raw -17121457.993297 + Penalty 5778.277325 = -17115679.715973
  nChanged 4
		SP:Iteration 89Q (1435.870000 sec): 3 clusters
  Score: Raw -17121458.123015 + Penalty 5778.277325 = -17115679.845690
  nChanged 2
		SP:Iteration 90Q (1436.260000 sec): 3 clusters
  Score: Raw -17121458.182298 + Penalty 5778.277325 = -17115679.904973
  nChanged 2
		SP:Iteration 91Q (1436.650000 sec): 3 clusters
  Score: Raw -17121458.217123 + Penalty 5778.277325 = -17115679.939799
  nChanged 2
		SP:Iteration 92Q (1437.040000 sec): 3 clusters
  Score: Raw -17121458.244876 + Penalty 5778.277325 = -17115679.967552
  nChanged 2
		SP:Iteration 93Q (1437.420000 sec): 3 clusters
  Score: Raw -17121458.308843 + Penalty 5778.277325 = -17115680.031518
  nChanged 4
		SP:Iteration 94Q (1437.810000 sec): 3 clusters
  Score: Raw -17121458.407222 + Penalty 5778.277325 = -17115680.129897
  nChanged 0
		SP:Iteration 95F (1438.280000 sec): 3 clusters
  Score: Raw -17121458.407222 + Penalty 5778.277325 = -17115680.129897
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 30.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1438.330000 sec): 2 clusters
  Score: Raw -50292.930454 + Penalty 1520.004452 = -48772.926002
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1438.330000 sec): 3 clusters
  Score: Raw -50672.929926 + Penalty 3040.008904 = -47632.921022
  nChanged 127
		SP:Iteration 1F (1438.330000 sec): 3 clusters
  Score: Raw -51278.074469 + Penalty 3040.008904 = -48238.065565
  nChanged 66
		SP:Iteration 2F (1438.340000 sec): 3 clusters
  Score: Raw -51917.642844 + Penalty 3040.008904 = -48877.633939
  nChanged 24
		SP:Iteration 3F (1438.340000 sec): 3 clusters
  Score: Raw -52251.642886 + Penalty 3040.008904 = -49211.633982
  nChanged 21
		SP:Iteration 4Q (1438.340000 sec): 3 clusters
  Score: Raw -52407.297062 + Penalty 3040.008904 = -49367.288158
  nChanged 8
		SP:Iteration 5Q (1438.340000 sec): 3 clusters
  Score: Raw -52475.336299 + Penalty 3040.008904 = -49435.327395
  nChanged 2
		SP:Iteration 6Q (1438.340000 sec): 3 clusters
  Score: Raw -52490.649350 + Penalty 3040.008904 = -49450.640446
  nChanged 3
		SP:Iteration 7Q (1438.340000 sec): 3 clusters
  Score: Raw -52517.125413 + Penalty 3040.008904 = -49477.116508
  nChanged 2
		SP:Iteration 8Q (1438.340000 sec): 3 clusters
  Score: Raw -52525.957374 + Penalty 3040.008904 = -49485.948470
  nChanged 1
		SP:Iteration 9Q (1438.340000 sec): 3 clusters
  Score: Raw -52529.723098 + Penalty 3040.008904 = -49489.714194
  nChanged 0
		SP:Iteration 10F (1438.350000 sec): 3 clusters
  Score: Raw -52541.156438 + Penalty 3040.008904 = -49501.147534
  nChanged 2
		SP:Iteration 11Q (1438.350000 sec): 3 clusters
  Score: Raw -52589.719098 + Penalty 3040.008904 = -49549.710194
  nChanged 3
		SP:Iteration 12Q (1438.350000 sec): 3 clusters
  Score: Raw -52622.588928 + Penalty 3040.008904 = -49582.580024
  nChanged 8
		SP:Iteration 13Q (1438.350000 sec): 3 clusters
  Score: Raw -52672.955956 + Penalty 3040.008904 = -49632.947052
  nChanged 3
		SP:Iteration 14Q (1438.350000 sec): 3 clusters
  Score: Raw -52714.795883 + Penalty 3040.008904 = -49674.786978
  nChanged 4
		SP:Iteration 15Q (1438.360000 sec): 3 clusters
  Score: Raw -52888.056270 + Penalty 3040.008904 = -49848.047366
  nChanged 5
		SP:Iteration 16Q (1438.360000 sec): 3 clusters
  Score: Raw -52923.501324 + Penalty 3040.008904 = -49883.492420
  nChanged 0
		SP:Iteration 17F (1438.360000 sec): 3 clusters
  Score: Raw -52923.501324 + Penalty 3040.008904 = -49883.492420
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 31.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (262174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1439.310000 sec): 2 clusters
  Score: Raw -38793705.361921 + Penalty 3094.237394 = -38790611.124527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1440.390000 sec): 3 clusters
  Score: Raw -38620334.972427 + Penalty 6188.474787 = -38614146.497640
  nChanged 126627
		SP:Iteration 1F (1441.460000 sec): 3 clusters
  Score: Raw -38695478.416244 + Penalty 6188.474787 = -38689289.941456
  nChanged 6752
		SP:Iteration 2Q (1442.540000 sec): 3 clusters
  Score: Raw -38696935.460427 + Penalty 6188.474787 = -38690746.985640
  nChanged 8206
		SP:Iteration 3Q (1443.630000 sec): 3 clusters
  Score: Raw -38699329.709818 + Penalty 6188.474787 = -38693141.235030
  nChanged 11080
		SP:Iteration 4Q (1444.710000 sec): 3 clusters
  Score: Raw -38703882.107487 + Penalty 6188.474787 = -38697693.632699
  nChanged 15473
		SP:Iteration 5F (1445.770000 sec): 3 clusters
  Score: Raw -38712638.403849 + Penalty 6188.474787 = -38706449.929062
  nChanged 20621
		SP:Iteration 6F (1446.820000 sec): 3 clusters
  Score: Raw -38728001.176607 + Penalty 6188.474787 = -38721812.701819
  nChanged 24231
		SP:Iteration 7F (1447.880000 sec): 3 clusters
  Score: Raw -38750103.067854 + Penalty 6188.474787 = -38743914.593066
  nChanged 22115
		SP:Iteration 8F (1448.920000 sec): 3 clusters
  Score: Raw -38772376.786330 + Penalty 6188.474787 = -38766188.311542
  nChanged 13996
		SP:Iteration 9F (1449.970000 sec): 3 clusters
  Score: Raw -38786355.726441 + Penalty 6188.474787 = -38780167.251654
  nChanged 5728
		SP:Iteration 10Q (1450.900000 sec): 3 clusters
  Score: Raw -38791751.836795 + Penalty 6188.474787 = -38785563.362008
  nChanged 1696
		SP:Iteration 11Q (1451.730000 sec): 3 clusters
  Score: Raw -38793290.440380 + Penalty 6188.474787 = -38787101.965593
  nChanged 403
		SP:Iteration 12Q (1452.500000 sec): 3 clusters
  Score: Raw -38793715.473609 + Penalty 6188.474787 = -38787526.998822
  nChanged 112
		SP:Iteration 13Q (1453.250000 sec): 3 clusters
  Score: Raw -38793885.687462 + Penalty 6188.474787 = -38787697.212674
  nChanged 51
		SP:Iteration 14Q (1453.990000 sec): 3 clusters
  Score: Raw -38793952.337011 + Penalty 6188.474787 = -38787763.862223
  nChanged 18
		SP:Iteration 15Q (1454.720000 sec): 3 clusters
  Score: Raw -38793975.546756 + Penalty 6188.474787 = -38787787.071968
  nChanged 9
		SP:Iteration 16Q (1455.460000 sec): 3 clusters
  Score: Raw -38793985.918869 + Penalty 6188.474787 = -38787797.444082
  nChanged 6
		SP:Iteration 17Q (1456.190000 sec): 3 clusters
  Score: Raw -38793998.739163 + Penalty 6188.474787 = -38787810.264375
  nChanged 9
		SP:Iteration 18Q (1456.920000 sec): 3 clusters
  Score: Raw -38794012.960190 + Penalty 6188.474787 = -38787824.485402
  nChanged 8
		SP:Iteration 19Q (1457.660000 sec): 3 clusters
  Score: Raw -38794025.840376 + Penalty 6188.474787 = -38787837.365588
  nChanged 5
		SP:Iteration 20F (1458.690000 sec): 3 clusters
  Score: Raw -38794034.229432 + Penalty 6188.474787 = -38787845.754644
  nChanged 3
		SP:Iteration 21Q (1459.430000 sec): 3 clusters
  Score: Raw -38794039.552829 + Penalty 6188.474787 = -38787851.078041
  nChanged 4
		SP:Iteration 22Q (1460.160000 sec): 3 clusters
  Score: Raw -38794045.029405 + Penalty 6188.474787 = -38787856.554617
  nChanged 1
		SP:Iteration 23Q (1460.890000 sec): 3 clusters
  Score: Raw -38794046.996214 + Penalty 6188.474787 = -38787858.521427
  nChanged 0
		SP:Iteration 24F (1461.930000 sec): 3 clusters
  Score: Raw -38794046.996214 + Penalty 6188.474787 = -38787858.521427
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (1178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1462.030000 sec): 2 clusters
  Score: Raw -149462.884023 + Penalty 1753.750194 = -147709.133828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1462.040000 sec): 3 clusters
  Score: Raw -149273.069209 + Penalty 3507.500389 = -145765.568821
  nChanged 352
		SP:Iteration 1F (1462.050000 sec): 3 clusters
  Score: Raw -150091.069813 + Penalty 3507.500389 = -146583.569425
  nChanged 144
		SP:Iteration 2F (1462.050000 sec): 3 clusters
  Score: Raw -150558.672917 + Penalty 3507.500389 = -147051.172528
  nChanged 91
		SP:Iteration 3F (1462.050000 sec): 3 clusters
  Score: Raw -150865.803710 + Penalty 3507.500389 = -147358.303321
  nChanged 50
		SP:Iteration 4Q (1462.060000 sec): 3 clusters
  Score: Raw -151112.807594 + Penalty 3507.500389 = -147605.307206
  nChanged 48
		SP:Iteration 5Q (1462.060000 sec): 3 clusters
  Score: Raw -151581.317586 + Penalty 3507.500389 = -148073.817197
  nChanged 53
		SP:Iteration 6Q (1462.070000 sec): 3 clusters
  Score: Raw -151861.854288 + Penalty 3507.500389 = -148354.353899
  nChanged 63
		SP:Iteration 7F (1462.070000 sec): 3 clusters
  Score: Raw -152113.952012 + Penalty 3507.500389 = -148606.451623
  nChanged 57
		SP:Iteration 8Q (1462.070000 sec): 3 clusters
  Score: Raw -152342.191556 + Penalty 3507.500389 = -148834.691168
  nChanged 36
		SP:Iteration 9Q (1462.080000 sec): 3 clusters
  Score: Raw -152447.982699 + Penalty 3507.500389 = -148940.482310
  nChanged 25
		SP:Iteration 10Q (1462.080000 sec): 3 clusters
  Score: Raw -152502.600587 + Penalty 3507.500389 = -148995.100198
  nChanged 19
		SP:Iteration 11Q (1462.090000 sec): 3 clusters
  Score: Raw -152530.429985 + Penalty 3507.500389 = -149022.929596
  nChanged 8
		SP:Iteration 12Q (1462.090000 sec): 3 clusters
  Score: Raw -152542.046962 + Penalty 3507.500389 = -149034.546573
  nChanged 6
		SP:Iteration 13Q (1462.090000 sec): 3 clusters
  Score: Raw -152552.655904 + Penalty 3507.500389 = -149045.155515
  nChanged 5
		SP:Iteration 14Q (1462.100000 sec): 3 clusters
  Score: Raw -152559.838029 + Penalty 3507.500389 = -149052.337640
  nChanged 4
		SP:Iteration 15Q (1462.100000 sec): 3 clusters
  Score: Raw -152567.677619 + Penalty 3507.500389 = -149060.177230
  nChanged 3
		SP:Iteration 16Q (1462.100000 sec): 3 clusters
  Score: Raw -152572.003060 + Penalty 3507.500389 = -149064.502671
  nChanged 3
		SP:Iteration 17Q (1462.110000 sec): 3 clusters
  Score: Raw -152575.880741 + Penalty 3507.500389 = -149068.380352
  nChanged 3
		SP:Iteration 18Q (1462.110000 sec): 3 clusters
  Score: Raw -152582.137894 + Penalty 3507.500389 = -149074.637505
  nChanged 4
		SP:Iteration 19Q (1462.110000 sec): 3 clusters
  Score: Raw -152589.479924 + Penalty 3507.500389 = -149081.979536
  nChanged 2
		SP:Iteration 20F (1462.120000 sec): 3 clusters
  Score: Raw -152592.489819 + Penalty 3507.500389 = -149084.989430
  nChanged 1
		SP:Iteration 21Q (1462.120000 sec): 3 clusters
  Score: Raw -152592.846534 + Penalty 3507.500389 = -149085.346145
  nChanged 0
		SP:Iteration 22F (1462.130000 sec): 3 clusters
  Score: Raw -152592.846534 + Penalty 3507.500389 = -149085.346145
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 32.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (6140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1462.160000 sec): 2 clusters
  Score: Raw -878171.154692 + Penalty 2163.199845 = -876007.954847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1462.180000 sec): 3 clusters
  Score: Raw -875036.673732 + Penalty 4326.399690 = -870710.274042
  nChanged 2430
		SP:Iteration 1F (1462.210000 sec): 3 clusters
  Score: Raw -876399.892666 + Penalty 4326.399690 = -872073.492975
  nChanged 443
		SP:Iteration 2F (1462.230000 sec): 3 clusters
  Score: Raw -876621.948808 + Penalty 4326.399690 = -872295.549118
  nChanged 310
		SP:Iteration 3F (1462.250000 sec): 3 clusters
  Score: Raw -876775.277501 + Penalty 4326.399690 = -872448.877810
  nChanged 243
		SP:Iteration 4Q (1462.280000 sec): 3 clusters
  Score: Raw -876885.800287 + Penalty 4326.399690 = -872559.400597
  nChanged 180
		SP:Iteration 5Q (1462.300000 sec): 3 clusters
  Score: Raw -876979.513796 + Penalty 4326.399690 = -872653.114106
  nChanged 191
		SP:Iteration 6Q (1462.330000 sec): 3 clusters
  Score: Raw -877086.420198 + Penalty 4326.399690 = -872760.020508
  nChanged 194
		SP:Iteration 7Q (1462.350000 sec): 3 clusters
  Score: Raw -877195.814250 + Penalty 4326.399690 = -872869.414560
  nChanged 170
		SP:Iteration 8Q (1462.380000 sec): 3 clusters
  Score: Raw -877284.132236 + Penalty 4326.399690 = -872957.732545
  nChanged 167
		SP:Iteration 9Q (1462.400000 sec): 3 clusters
  Score: Raw -877365.748810 + Penalty 4326.399690 = -873039.349119
  nChanged 131
		SP:Iteration 10Q (1462.430000 sec): 3 clusters
  Score: Raw -877424.006373 + Penalty 4326.399690 = -873097.606682
  nChanged 113
		SP:Iteration 11Q (1462.450000 sec): 3 clusters
  Score: Raw -877469.442446 + Penalty 4326.399690 = -873143.042755
  nChanged 94
		SP:Iteration 12Q (1462.470000 sec): 3 clusters
  Score: Raw -877505.813712 + Penalty 4326.399690 = -873179.414021
  nChanged 84
		SP:Iteration 13Q (1462.500000 sec): 3 clusters
  Score: Raw -877536.591541 + Penalty 4326.399690 = -873210.191850
  nChanged 87
		SP:Iteration 14Q (1462.520000 sec): 3 clusters
  Score: Raw -877570.600155 + Penalty 4326.399690 = -873244.200465
  nChanged 91
		SP:Iteration 15Q (1462.550000 sec): 3 clusters
  Score: Raw -877605.339428 + Penalty 4326.399690 = -873278.939737
  nChanged 76
		SP:Iteration 16Q (1462.570000 sec): 3 clusters
  Score: Raw -877632.049792 + Penalty 4326.399690 = -873305.650102
  nChanged 75
		SP:Iteration 17Q (1462.600000 sec): 3 clusters
  Score: Raw -877658.508153 + Penalty 4326.399690 = -873332.108463
  nChanged 62
		SP:Iteration 18Q (1462.620000 sec): 3 clusters
  Score: Raw -877678.372025 + Penalty 4326.399690 = -873351.972335
  nChanged 60
		SP:Iteration 19Q (1462.650000 sec): 3 clusters
  Score: Raw -877698.187784 + Penalty 4326.399690 = -873371.788093
  nChanged 59
		SP:Iteration 20F (1462.670000 sec): 3 clusters
  Score: Raw -877717.505658 + Penalty 4326.399690 = -873391.105967
  nChanged 45
		SP:Iteration 21Q (1462.690000 sec): 3 clusters
  Score: Raw -877732.176132 + Penalty 4326.399690 = -873405.776442
  nChanged 45
		SP:Iteration 22Q (1462.720000 sec): 3 clusters
  Score: Raw -877744.303019 + Penalty 4326.399690 = -873417.903328
  nChanged 44
		SP:Iteration 23Q (1462.750000 sec): 3 clusters
  Score: Raw -877755.621456 + Penalty 4326.399690 = -873429.221765
  nChanged 29
		SP:Iteration 24Q (1462.770000 sec): 3 clusters
  Score: Raw -877762.867996 + Penalty 4326.399690 = -873436.468305
  nChanged 28
		SP:Iteration 25Q (1462.790000 sec): 3 clusters
  Score: Raw -877769.739872 + Penalty 4326.399690 = -873443.340181
  nChanged 20
		SP:Iteration 26Q (1462.820000 sec): 3 clusters
  Score: Raw -877774.934907 + Penalty 4326.399690 = -873448.535216
  nChanged 22
		SP:Iteration 27Q (1462.840000 sec): 3 clusters
  Score: Raw -877779.622285 + Penalty 4326.399690 = -873453.222595
  nChanged 17
		SP:Iteration 28Q (1462.870000 sec): 3 clusters
  Score: Raw -877784.244072 + Penalty 4326.399690 = -873457.844381
  nChanged 20
		SP:Iteration 29Q (1462.890000 sec): 3 clusters
  Score: Raw -877789.565730 + Penalty 4326.399690 = -873463.166040
  nChanged 20
		SP:Iteration 30Q (1462.910000 sec): 3 clusters
  Score: Raw -877795.005778 + Penalty 4326.399690 = -873468.606088
  nChanged 17
		SP:Iteration 31Q (1462.940000 sec): 3 clusters
  Score: Raw -877798.523139 + Penalty 4326.399690 = -873472.123448
  nChanged 14
		SP:Iteration 32Q (1462.960000 sec): 3 clusters
  Score: Raw -877801.361975 + Penalty 4326.399690 = -873474.962284
  nChanged 14
		SP:Iteration 33Q (1462.990000 sec): 3 clusters
  Score: Raw -877804.787043 + Penalty 4326.399690 = -873478.387352
  nChanged 10
		SP:Iteration 34Q (1463.010000 sec): 3 clusters
  Score: Raw -877806.991252 + Penalty 4326.399690 = -873480.591562
  nChanged 6
		SP:Iteration 35Q (1463.030000 sec): 3 clusters
  Score: Raw -877808.179303 + Penalty 4326.399690 = -873481.779612
  nChanged 6
		SP:Iteration 36Q (1463.060000 sec): 3 clusters
  Score: Raw -877809.601490 + Penalty 4326.399690 = -873483.201800
  nChanged 7
		SP:Iteration 37Q (1463.080000 sec): 3 clusters
  Score: Raw -877811.285975 + Penalty 4326.399690 = -873484.886284
  nChanged 9
		SP:Iteration 38Q (1463.110000 sec): 3 clusters
  Score: Raw -877813.279216 + Penalty 4326.399690 = -873486.879526
  nChanged 5
		SP:Iteration 39Q (1463.130000 sec): 3 clusters
  Score: Raw -877814.368036 + Penalty 4326.399690 = -873487.968346
  nChanged 5
		SP:Iteration 40F (1463.150000 sec): 3 clusters
  Score: Raw -877815.301618 + Penalty 4326.399690 = -873488.901928
  nChanged 6
		SP:Iteration 41Q (1463.180000 sec): 3 clusters
  Score: Raw -877816.898875 + Penalty 4326.399690 = -873490.499184
  nChanged 4
		SP:Iteration 42Q (1463.200000 sec): 3 clusters
  Score: Raw -877817.887470 + Penalty 4326.399690 = -873491.487780
  nChanged 6
		SP:Iteration 43Q (1463.230000 sec): 3 clusters
  Score: Raw -877818.919327 + Penalty 4326.399690 = -873492.519637
  nChanged 5
		SP:Iteration 44Q (1463.250000 sec): 3 clusters
  Score: Raw -877820.178258 + Penalty 4326.399690 = -873493.778568
  nChanged 6
		SP:Iteration 45Q (1463.270000 sec): 3 clusters
  Score: Raw -877821.518886 + Penalty 4326.399690 = -873495.119196
  nChanged 7
		SP:Iteration 46Q (1463.300000 sec): 3 clusters
  Score: Raw -877823.127378 + Penalty 4326.399690 = -873496.727687
  nChanged 8
		SP:Iteration 47Q (1463.320000 sec): 3 clusters
  Score: Raw -877825.548628 + Penalty 4326.399690 = -873499.148938
  nChanged 18
		SP:Iteration 48Q (1463.350000 sec): 3 clusters
  Score: Raw -877830.774813 + Penalty 4326.399690 = -873504.375123
  nChanged 15
		SP:Iteration 49Q (1463.370000 sec): 3 clusters
  Score: Raw -877834.151065 + Penalty 4326.399690 = -873507.751374
  nChanged 16
		SP:Iteration 50Q (1463.390000 sec): 3 clusters
  Score: Raw -877838.292235 + Penalty 4326.399690 = -873511.892545
  nChanged 12
		SP:Iteration 51Q (1463.420000 sec): 3 clusters
  Score: Raw -877841.555769 + Penalty 4326.399690 = -873515.156078
  nChanged 10
		SP:Iteration 52Q (1463.440000 sec): 3 clusters
  Score: Raw -877843.730541 + Penalty 4326.399690 = -873517.330850
  nChanged 8
		SP:Iteration 53Q (1463.470000 sec): 3 clusters
  Score: Raw -877845.567541 + Penalty 4326.399690 = -873519.167851
  nChanged 6
		SP:Iteration 54Q (1463.490000 sec): 3 clusters
  Score: Raw -877846.775325 + Penalty 4326.399690 = -873520.375635
  nChanged 7
		SP:Iteration 55Q (1463.510000 sec): 3 clusters
  Score: Raw -877848.151623 + Penalty 4326.399690 = -873521.751933
  nChanged 6
		SP:Iteration 56Q (1463.540000 sec): 3 clusters
  Score: Raw -877849.518070 + Penalty 4326.399690 = -873523.118380
  nChanged 11
		SP:Iteration 57Q (1463.560000 sec): 3 clusters
  Score: Raw -877853.254175 + Penalty 4326.399690 = -873526.854484
  nChanged 11
		SP:Iteration 58Q (1463.590000 sec): 3 clusters
  Score: Raw -877856.380102 + Penalty 4326.399690 = -873529.980412
  nChanged 12
		SP:Iteration 59Q (1463.610000 sec): 3 clusters
  Score: Raw -877858.845081 + Penalty 4326.399690 = -873532.445390
  nChanged 18
		SP:Iteration 60F (1463.640000 sec): 3 clusters
  Score: Raw -877863.948908 + Penalty 4326.399690 = -873537.549217
  nChanged 17
		SP:Iteration 61Q (1463.660000 sec): 3 clusters
  Score: Raw -877866.742773 + Penalty 4326.399690 = -873540.343082
  nChanged 15
		SP:Iteration 62Q (1463.680000 sec): 3 clusters
  Score: Raw -877870.051828 + Penalty 4326.399690 = -873543.652137
  nChanged 13
		SP:Iteration 63Q (1463.710000 sec): 3 clusters
  Score: Raw -877873.568170 + Penalty 4326.399690 = -873547.168480
  nChanged 18
		SP:Iteration 64Q (1463.730000 sec): 3 clusters
  Score: Raw -877877.287425 + Penalty 4326.399690 = -873550.887734
  nChanged 19
		SP:Iteration 65Q (1463.760000 sec): 3 clusters
  Score: Raw -877883.431173 + Penalty 4326.399690 = -873557.031483
  nChanged 19
		SP:Iteration 66Q (1463.780000 sec): 3 clusters
  Score: Raw -877888.251407 + Penalty 4326.399690 = -873561.851716
  nChanged 21
		SP:Iteration 67Q (1463.810000 sec): 3 clusters
  Score: Raw -877893.438547 + Penalty 4326.399690 = -873567.038856
  nChanged 23
		SP:Iteration 68Q (1463.830000 sec): 3 clusters
  Score: Raw -877901.731584 + Penalty 4326.399690 = -873575.331894
  nChanged 31
		SP:Iteration 69Q (1463.850000 sec): 3 clusters
  Score: Raw -877912.470362 + Penalty 4326.399690 = -873586.070672
  nChanged 29
		SP:Iteration 70Q (1463.880000 sec): 3 clusters
  Score: Raw -877923.703525 + Penalty 4326.399690 = -873597.303834
  nChanged 38
		SP:Iteration 71Q (1463.900000 sec): 3 clusters
  Score: Raw -877935.964544 + Penalty 4326.399690 = -873609.564854
  nChanged 42
		SP:Iteration 72Q (1463.930000 sec): 3 clusters
  Score: Raw -877950.774898 + Penalty 4326.399690 = -873624.375207
  nChanged 57
		SP:Iteration 73Q (1463.950000 sec): 3 clusters
  Score: Raw -877970.438762 + Penalty 4326.399690 = -873644.039072
  nChanged 63
		SP:Iteration 74Q (1463.970000 sec): 3 clusters
  Score: Raw -878002.434125 + Penalty 4326.399690 = -873676.034434
  nChanged 72
		SP:Iteration 75Q (1464.000000 sec): 3 clusters
  Score: Raw -878040.315011 + Penalty 4326.399690 = -873713.915321
  nChanged 86
		SP:Iteration 76Q (1464.020000 sec): 3 clusters
  Score: Raw -878078.431390 + Penalty 4326.399690 = -873752.031699
  nChanged 81
		SP:Iteration 77Q (1464.050000 sec): 3 clusters
  Score: Raw -878114.244106 + Penalty 4326.399690 = -873787.844416
  nChanged 81
		SP:Iteration 78Q (1464.070000 sec): 3 clusters
  Score: Raw -878152.833163 + Penalty 4326.399690 = -873826.433472
  nChanged 63
		SP:Iteration 79Q (1464.090000 sec): 3 clusters
  Score: Raw -878182.126632 + Penalty 4326.399690 = -873855.726941
  nChanged 60
		SP:Iteration 80F (1464.120000 sec): 3 clusters
  Score: Raw -878205.696437 + Penalty 4326.399690 = -873879.296747
  nChanged 53
		SP:Iteration 81Q (1464.140000 sec): 3 clusters
  Score: Raw -878224.023518 + Penalty 4326.399690 = -873897.623828
  nChanged 46
		SP:Iteration 82Q (1464.170000 sec): 3 clusters
  Score: Raw -878240.552467 + Penalty 4326.399690 = -873914.152777
  nChanged 46
		SP:Iteration 83Q (1464.190000 sec): 3 clusters
  Score: Raw -878255.562421 + Penalty 4326.399690 = -873929.162730
  nChanged 44
		SP:Iteration 84Q (1464.210000 sec): 3 clusters
  Score: Raw -878270.408247 + Penalty 4326.399690 = -873944.008556
  nChanged 44
		SP:Iteration 85Q (1464.230000 sec): 3 clusters
  Score: Raw -878285.380548 + Penalty 4326.399690 = -873958.980858
  nChanged 35
		SP:Iteration 86Q (1464.260000 sec): 3 clusters
  Score: Raw -878295.334355 + Penalty 4326.399690 = -873968.934665
  nChanged 29
		SP:Iteration 87Q (1464.280000 sec): 3 clusters
  Score: Raw -878304.565911 + Penalty 4326.399690 = -873978.166220
  nChanged 30
		SP:Iteration 88Q (1464.310000 sec): 3 clusters
  Score: Raw -878314.471146 + Penalty 4326.399690 = -873988.071456
  nChanged 27
		SP:Iteration 89Q (1464.330000 sec): 3 clusters
  Score: Raw -878322.965460 + Penalty 4326.399690 = -873996.565769
  nChanged 19
		SP:Iteration 90Q (1464.350000 sec): 3 clusters
  Score: Raw -878329.115422 + Penalty 4326.399690 = -874002.715731
  nChanged 17
		SP:Iteration 91Q (1464.370000 sec): 3 clusters
  Score: Raw -878334.777319 + Penalty 4326.399690 = -874008.377628
  nChanged 16
		SP:Iteration 92Q (1464.400000 sec): 3 clusters
  Score: Raw -878337.939817 + Penalty 4326.399690 = -874011.540126
  nChanged 11
		SP:Iteration 93Q (1464.420000 sec): 3 clusters
  Score: Raw -878339.942432 + Penalty 4326.399690 = -874013.542742
  nChanged 11
		SP:Iteration 94Q (1464.450000 sec): 3 clusters
  Score: Raw -878342.158520 + Penalty 4326.399690 = -874015.758830
  nChanged 5
		SP:Iteration 95Q (1464.470000 sec): 3 clusters
  Score: Raw -878343.924277 + Penalty 4326.399690 = -874017.524586
  nChanged 7
		SP:Iteration 96Q (1464.490000 sec): 3 clusters
  Score: Raw -878345.435671 + Penalty 4326.399690 = -874019.035981
  nChanged 8
		SP:Iteration 97Q (1464.510000 sec): 3 clusters
  Score: Raw -878347.824918 + Penalty 4326.399690 = -874021.425228
  nChanged 9
		SP:Iteration 98Q (1464.530000 sec): 3 clusters
  Score: Raw -878349.880386 + Penalty 4326.399690 = -874023.480696
  nChanged 7
		SP:Iteration 99Q (1464.560000 sec): 3 clusters
  Score: Raw -878351.862211 + Penalty 4326.399690 = -874025.462520
  nChanged 5
		SP:Iteration 100F (1464.580000 sec): 3 clusters
  Score: Raw -878353.612138 + Penalty 4326.399690 = -874027.212448
  nChanged 6
		SP:Iteration 101Q (1464.610000 sec): 3 clusters
  Score: Raw -878355.209284 + Penalty 4326.399690 = -874028.809594
  nChanged 3
		SP:Iteration 102Q (1464.630000 sec): 3 clusters
  Score: Raw -878355.832622 + Penalty 4326.399690 = -874029.432931
  nChanged 2
		SP:Iteration 103Q (1464.650000 sec): 3 clusters
  Score: Raw -878356.470128 + Penalty 4326.399690 = -874030.070438
  nChanged 3
		SP:Iteration 104Q (1464.670000 sec): 3 clusters
  Score: Raw -878357.168064 + Penalty 4326.399690 = -874030.768374
  nChanged 2
		SP:Iteration 105Q (1464.700000 sec): 3 clusters
  Score: Raw -878357.676478 + Penalty 4326.399690 = -874031.276787
  nChanged 3
		SP:Iteration 106Q (1464.720000 sec): 3 clusters
  Score: Raw -878358.332214 + Penalty 4326.399690 = -874031.932524
  nChanged 1
		SP:Iteration 107Q (1464.740000 sec): 3 clusters
  Score: Raw -878358.494057 + Penalty 4326.399690 = -874032.094367
  nChanged 2
		SP:Iteration 108Q (1464.770000 sec): 3 clusters
  Score: Raw -878358.979604 + Penalty 4326.399690 = -874032.579913
  nChanged 4
		SP:Iteration 109Q (1464.790000 sec): 3 clusters
  Score: Raw -878359.885490 + Penalty 4326.399690 = -874033.485799
  nChanged 3
		SP:Iteration 110Q (1464.810000 sec): 3 clusters
  Score: Raw -878360.452008 + Penalty 4326.399690 = -874034.052317
  nChanged 1
		SP:Iteration 111Q (1464.830000 sec): 3 clusters
  Score: Raw -878360.610129 + Penalty 4326.399690 = -874034.210439
  nChanged 0
		SP:Iteration 112F (1464.860000 sec): 3 clusters
  Score: Raw -878360.610129 + Penalty 4326.399690 = -874034.210439
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1464.870000 sec): 2 clusters
  Score: Raw -44550.068075 + Penalty 1442.643568 = -43107.424507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1464.870000 sec): 3 clusters
  Score: Raw -44702.300459 + Penalty 2885.287135 = -41817.013324
  nChanged 43
		SP:Iteration 1F (1464.870000 sec): 3 clusters
  Score: Raw -44831.978339 + Penalty 2885.287135 = -41946.691204
  nChanged 11
		SP:Iteration 2Q (1464.870000 sec): 3 clusters
  Score: Raw -44880.457080 + Penalty 2885.287135 = -41995.169944
  nChanged 11
		SP:Iteration 3Q (1464.870000 sec): 3 clusters
  Score: Raw -44923.103850 + Penalty 2885.287135 = -42037.816715
  nChanged 2
		SP:Iteration 4Q (1464.870000 sec): 3 clusters
  Score: Raw -44931.491762 + Penalty 2885.287135 = -42046.204627
  nChanged 1
		SP:Iteration 5Q (1464.870000 sec): 3 clusters
  Score: Raw -44934.841221 + Penalty 2885.287135 = -42049.554086
  nChanged 1
		SP:Iteration 6Q (1464.870000 sec): 3 clusters
  Score: Raw -44936.060323 + Penalty 2885.287135 = -42050.773187
  nChanged 1
		SP:Iteration 7Q (1464.880000 sec): 3 clusters
  Score: Raw -44937.870721 + Penalty 2885.287135 = -42052.583586
  nChanged 2
		SP:Iteration 8Q (1464.880000 sec): 3 clusters
  Score: Raw -44944.703173 + Penalty 2885.287135 = -42059.416038
  nChanged 4
		SP:Iteration 9Q (1464.880000 sec): 3 clusters
  Score: Raw -44966.731708 + Penalty 2885.287135 = -42081.444572
  nChanged 3
		SP:Iteration 10Q (1464.880000 sec): 3 clusters
  Score: Raw -44988.273505 + Penalty 2885.287135 = -42102.986370
  nChanged 1
		SP:Iteration 11Q (1464.880000 sec): 3 clusters
  Score: Raw -44993.761012 + Penalty 2885.287135 = -42108.473877
  nChanged 1
		SP:Iteration 12Q (1464.880000 sec): 3 clusters
  Score: Raw -44995.577767 + Penalty 2885.287135 = -42110.290631
  nChanged 0
		SP:Iteration 13F (1464.880000 sec): 3 clusters
  Score: Raw -44995.577767 + Penalty 2885.287135 = -42110.290631
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1464.890000 sec): 2 clusters
  Score: Raw -284778.530666 + Penalty 1890.905509 = -282887.625157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1464.900000 sec): 3 clusters
  Score: Raw -284063.829143 + Penalty 3781.811017 = -280282.018126
  nChanged 691
		SP:Iteration 1F (1464.910000 sec): 3 clusters
  Score: Raw -284626.503435 + Penalty 3781.811017 = -280844.692418
  nChanged 188
		SP:Iteration 2F (1464.920000 sec): 3 clusters
  Score: Raw -284819.722706 + Penalty 3781.811017 = -281037.911689
  nChanged 115
		SP:Iteration 3F (1464.930000 sec): 3 clusters
  Score: Raw -284979.129366 + Penalty 3781.811017 = -281197.318349
  nChanged 92
		SP:Iteration 4Q (1464.930000 sec): 3 clusters
  Score: Raw -285090.255522 + Penalty 3781.811017 = -281308.444505
  nChanged 93
		SP:Iteration 5Q (1464.940000 sec): 3 clusters
  Score: Raw -285205.125777 + Penalty 3781.811017 = -281423.314760
  nChanged 85
		SP:Iteration 6Q (1464.950000 sec): 3 clusters
  Score: Raw -285303.101224 + Penalty 3781.811017 = -281521.290207
  nChanged 88
		SP:Iteration 7Q (1464.950000 sec): 3 clusters
  Score: Raw -285414.240487 + Penalty 3781.811017 = -281632.429470
  nChanged 91
		SP:Iteration 8Q (1464.960000 sec): 3 clusters
  Score: Raw -285554.784950 + Penalty 3781.811017 = -281772.973933
  nChanged 86
		SP:Iteration 9Q (1464.970000 sec): 3 clusters
  Score: Raw -285704.617635 + Penalty 3781.811017 = -281922.806617
  nChanged 89
		SP:Iteration 10Q (1464.980000 sec): 3 clusters
  Score: Raw -285886.434620 + Penalty 3781.811017 = -282104.623603
  nChanged 67
		SP:Iteration 11Q (1464.990000 sec): 3 clusters
  Score: Raw -286075.079376 + Penalty 3781.811017 = -282293.268359
  nChanged 72
		SP:Iteration 12Q (1464.990000 sec): 3 clusters
  Score: Raw -286238.594056 + Penalty 3781.811017 = -282456.783038
  nChanged 60
		SP:Iteration 13Q (1465.000000 sec): 3 clusters
  Score: Raw -286330.770668 + Penalty 3781.811017 = -282548.959651
  nChanged 27
		SP:Iteration 14Q (1465.010000 sec): 3 clusters
  Score: Raw -286369.651885 + Penalty 3781.811017 = -282587.840868
  nChanged 25
		SP:Iteration 15Q (1465.020000 sec): 3 clusters
  Score: Raw -286400.464131 + Penalty 3781.811017 = -282618.653113
  nChanged 7
		SP:Iteration 16Q (1465.030000 sec): 3 clusters
  Score: Raw -286411.498000 + Penalty 3781.811017 = -282629.686983
  nChanged 6
		SP:Iteration 17Q (1465.030000 sec): 3 clusters
  Score: Raw -286418.029306 + Penalty 3781.811017 = -282636.218289
  nChanged 8
		SP:Iteration 18Q (1465.040000 sec): 3 clusters
  Score: Raw -286428.532019 + Penalty 3781.811017 = -282646.721001
  nChanged 5
		SP:Iteration 19Q (1465.050000 sec): 3 clusters
  Score: Raw -286435.732089 + Penalty 3781.811017 = -282653.921072
  nChanged 3
		SP:Iteration 20F (1465.050000 sec): 3 clusters
  Score: Raw -286442.239791 + Penalty 3781.811017 = -282660.428774
  nChanged 2
		SP:Iteration 21Q (1465.060000 sec): 3 clusters
  Score: Raw -286446.422391 + Penalty 3781.811017 = -282664.611374
  nChanged 2
		SP:Iteration 22Q (1465.070000 sec): 3 clusters
  Score: Raw -286448.019635 + Penalty 3781.811017 = -282666.208618
  nChanged 0
		SP:Iteration 23F (1465.080000 sec): 3 clusters
  Score: Raw -286448.019635 + Penalty 3781.811017 = -282666.208618
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (23900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1465.170000 sec): 2 clusters
  Score: Raw -3362304.595145 + Penalty 2500.245167 = -3359804.349978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1465.270000 sec): 3 clusters
  Score: Raw -3348263.465918 + Penalty 5000.490334 = -3343262.975584
  nChanged 10610
		SP:Iteration 1F (1465.370000 sec): 3 clusters
  Score: Raw -3354117.138305 + Penalty 5000.490334 = -3349116.647971
  nChanged 1272
		SP:Iteration 2F (1465.460000 sec): 3 clusters
  Score: Raw -3354587.657750 + Penalty 5000.490334 = -3349587.167416
  nChanged 1118
		SP:Iteration 3Q (1465.560000 sec): 3 clusters
  Score: Raw -3355007.728384 + Penalty 5000.490334 = -3350007.238050
  nChanged 1017
		SP:Iteration 4Q (1465.660000 sec): 3 clusters
  Score: Raw -3355385.937603 + Penalty 5000.490334 = -3350385.447269
  nChanged 1013
		SP:Iteration 5Q (1465.760000 sec): 3 clusters
  Score: Raw -3355797.363672 + Penalty 5000.490334 = -3350796.873338
  nChanged 1076
		SP:Iteration 6Q (1465.860000 sec): 3 clusters
  Score: Raw -3356311.007193 + Penalty 5000.490334 = -3351310.516859
  nChanged 1158
		SP:Iteration 7Q (1465.950000 sec): 3 clusters
  Score: Raw -3356945.694783 + Penalty 5000.490334 = -3351945.204449
  nChanged 1281
		SP:Iteration 8F (1466.050000 sec): 3 clusters
  Score: Raw -3357747.842966 + Penalty 5000.490334 = -3352747.352632
  nChanged 1326
		SP:Iteration 9F (1466.150000 sec): 3 clusters
  Score: Raw -3358673.353191 + Penalty 5000.490334 = -3353672.862857
  nChanged 1289
		SP:Iteration 10F (1466.250000 sec): 3 clusters
  Score: Raw -3359657.354391 + Penalty 5000.490334 = -3354656.864057
  nChanged 1119
		SP:Iteration 11Q (1466.340000 sec): 3 clusters
  Score: Raw -3360532.435091 + Penalty 5000.490334 = -3355531.944757
  nChanged 854
		SP:Iteration 12Q (1466.440000 sec): 3 clusters
  Score: Raw -3361223.062372 + Penalty 5000.490334 = -3356222.572038
  nChanged 675
		SP:Iteration 13Q (1466.530000 sec): 3 clusters
  Score: Raw -3361802.715951 + Penalty 5000.490334 = -3356802.225617
  nChanged 446
		SP:Iteration 14Q (1466.620000 sec): 3 clusters
  Score: Raw -3362170.678500 + Penalty 5000.490334 = -3357170.188166
  nChanged 288
		SP:Iteration 15Q (1466.700000 sec): 3 clusters
  Score: Raw -3362407.824187 + Penalty 5000.490334 = -3357407.333853
  nChanged 190
		SP:Iteration 16Q (1466.780000 sec): 3 clusters
  Score: Raw -3362562.537486 + Penalty 5000.490334 = -3357562.047152
  nChanged 128
		SP:Iteration 17Q (1466.870000 sec): 3 clusters
  Score: Raw -3362671.058293 + Penalty 5000.490334 = -3357670.567959
  nChanged 66
		SP:Iteration 18Q (1466.940000 sec): 3 clusters
  Score: Raw -3362720.760230 + Penalty 5000.490334 = -3357720.269896
  nChanged 41
		SP:Iteration 19Q (1467.020000 sec): 3 clusters
  Score: Raw -3362752.000503 + Penalty 5000.490334 = -3357751.510169
  nChanged 38
		SP:Iteration 20F (1467.120000 sec): 3 clusters
  Score: Raw -3362783.457712 + Penalty 5000.490334 = -3357782.967378
  nChanged 23
		SP:Iteration 21Q (1467.190000 sec): 3 clusters
  Score: Raw -3362803.979217 + Penalty 5000.490334 = -3357803.488883
  nChanged 22
		SP:Iteration 22Q (1467.270000 sec): 3 clusters
  Score: Raw -3362823.433298 + Penalty 5000.490334 = -3357822.942964
  nChanged 23
		SP:Iteration 23Q (1467.350000 sec): 3 clusters
  Score: Raw -3362843.897109 + Penalty 5000.490334 = -3357843.406775
  nChanged 22
		SP:Iteration 24Q (1467.430000 sec): 3 clusters
  Score: Raw -3362861.031121 + Penalty 5000.490334 = -3357860.540787
  nChanged 14
		SP:Iteration 25Q (1467.500000 sec): 3 clusters
  Score: Raw -3362874.971018 + Penalty 5000.490334 = -3357874.480684
  nChanged 16
		SP:Iteration 26Q (1467.570000 sec): 3 clusters
  Score: Raw -3362889.047770 + Penalty 5000.490334 = -3357888.557436
  nChanged 15
		SP:Iteration 27Q (1467.650000 sec): 3 clusters
  Score: Raw -3362902.346976 + Penalty 5000.490334 = -3357901.856642
  nChanged 4
		SP:Iteration 28Q (1467.720000 sec): 3 clusters
  Score: Raw -3362904.403101 + Penalty 5000.490334 = -3357903.912767
  nChanged 3
		SP:Iteration 29Q (1467.800000 sec): 3 clusters
  Score: Raw -3362906.813324 + Penalty 5000.490334 = -3357906.322990
  nChanged 3
		SP:Iteration 30Q (1467.870000 sec): 3 clusters
  Score: Raw -3362908.403344 + Penalty 5000.490334 = -3357907.913010
  nChanged 5
		SP:Iteration 31Q (1467.950000 sec): 3 clusters
  Score: Raw -3362912.956969 + Penalty 5000.490334 = -3357912.466635
  nChanged 4
		SP:Iteration 32Q (1468.020000 sec): 3 clusters
  Score: Raw -3362915.823934 + Penalty 5000.490334 = -3357915.333600
  nChanged 1
		SP:Iteration 33Q (1468.090000 sec): 3 clusters
  Score: Raw -3362916.474745 + Penalty 5000.490334 = -3357915.984411
  nChanged 2
		SP:Iteration 34Q (1468.170000 sec): 3 clusters
  Score: Raw -3362917.569697 + Penalty 5000.490334 = -3357917.079363
  nChanged 2
		SP:Iteration 35Q (1468.240000 sec): 3 clusters
  Score: Raw -3362919.606961 + Penalty 5000.490334 = -3357919.116627
  nChanged 2
		SP:Iteration 36Q (1468.310000 sec): 3 clusters
  Score: Raw -3362920.620882 + Penalty 5000.490334 = -3357920.130548
  nChanged 1
		SP:Iteration 37Q (1468.390000 sec): 3 clusters
  Score: Raw -3362921.515893 + Penalty 5000.490334 = -3357921.025559
  nChanged 0
		SP:Iteration 38F (1468.480000 sec): 3 clusters
  Score: Raw -3362921.515893 + Penalty 5000.490334 = -3357921.025559
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (39694 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1468.620000 sec): 2 clusters
  Score: Raw -6139569.057108 + Penalty 2626.060920 = -6136942.996188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1468.790000 sec): 3 clusters
  Score: Raw -6115186.490802 + Penalty 5252.121840 = -6109934.368962
  nChanged 18218
		SP:Iteration 1F (1468.950000 sec): 3 clusters
  Score: Raw -6125159.613316 + Penalty 5252.121840 = -6119907.491476
  nChanged 1796
		SP:Iteration 2Q (1469.120000 sec): 3 clusters
  Score: Raw -6125753.319293 + Penalty 5252.121840 = -6120501.197453
  nChanged 1800
		SP:Iteration 3Q (1469.290000 sec): 3 clusters
  Score: Raw -6126444.814383 + Penalty 5252.121840 = -6121192.692543
  nChanged 2005
		SP:Iteration 4F (1469.450000 sec): 3 clusters
  Score: Raw -6127405.297610 + Penalty 5252.121840 = -6122153.175770
  nChanged 2384
		SP:Iteration 5F (1469.610000 sec): 3 clusters
  Score: Raw -6128763.537882 + Penalty 5252.121840 = -6123511.416042
  nChanged 2709
		SP:Iteration 6F (1469.780000 sec): 3 clusters
  Score: Raw -6130592.221704 + Penalty 5252.121840 = -6125340.099864
  nChanged 2817
		SP:Iteration 7F (1469.940000 sec): 3 clusters
  Score: Raw -6132582.738924 + Penalty 5252.121840 = -6127330.617084
  nChanged 2602
		SP:Iteration 8F (1470.100000 sec): 3 clusters
  Score: Raw -6134520.959920 + Penalty 5252.121840 = -6129268.838081
  nChanged 2175
		SP:Iteration 9F (1470.260000 sec): 3 clusters
  Score: Raw -6136094.314312 + Penalty 5252.121840 = -6130842.192472
  nChanged 1600
		SP:Iteration 10Q (1470.430000 sec): 3 clusters
  Score: Raw -6137225.369950 + Penalty 5252.121840 = -6131973.248110
  nChanged 1160
		SP:Iteration 11Q (1470.590000 sec): 3 clusters
  Score: Raw -6138063.962950 + Penalty 5252.121840 = -6132811.841111
  nChanged 816
		SP:Iteration 12Q (1470.750000 sec): 3 clusters
  Score: Raw -6138660.464343 + Penalty 5252.121840 = -6133408.342503
  nChanged 608
		SP:Iteration 13Q (1470.900000 sec): 3 clusters
  Score: Raw -6139116.514049 + Penalty 5252.121840 = -6133864.392209
  nChanged 474
		SP:Iteration 14Q (1471.040000 sec): 3 clusters
  Score: Raw -6139500.960392 + Penalty 5252.121840 = -6134248.838553
  nChanged 361
		SP:Iteration 15Q (1471.180000 sec): 3 clusters
  Score: Raw -6139792.126058 + Penalty 5252.121840 = -6134540.004219
  nChanged 287
		SP:Iteration 16Q (1471.300000 sec): 3 clusters
  Score: Raw -6140017.636499 + Penalty 5252.121840 = -6134765.514660
  nChanged 199
		SP:Iteration 17Q (1471.440000 sec): 3 clusters
  Score: Raw -6140155.405555 + Penalty 5252.121840 = -6134903.283715
  nChanged 174
		SP:Iteration 18Q (1471.560000 sec): 3 clusters
  Score: Raw -6140231.895068 + Penalty 5252.121840 = -6134979.773228
  nChanged 123
		SP:Iteration 19Q (1471.680000 sec): 3 clusters
  Score: Raw -6140277.200884 + Penalty 5252.121840 = -6135025.079045
  nChanged 88
		SP:Iteration 20F (1471.850000 sec): 3 clusters
  Score: Raw -6140304.589085 + Penalty 5252.121840 = -6135052.467245
  nChanged 66
		SP:Iteration 21Q (1471.970000 sec): 3 clusters
  Score: Raw -6140321.398816 + Penalty 5252.121840 = -6135069.276976
  nChanged 42
		SP:Iteration 22Q (1472.100000 sec): 3 clusters
  Score: Raw -6140331.178586 + Penalty 5252.121840 = -6135079.056746
  nChanged 34
		SP:Iteration 23Q (1472.220000 sec): 3 clusters
  Score: Raw -6140339.135413 + Penalty 5252.121840 = -6135087.013573
  nChanged 28
		SP:Iteration 24Q (1472.340000 sec): 3 clusters
  Score: Raw -6140344.614020 + Penalty 5252.121840 = -6135092.492180
  nChanged 19
		SP:Iteration 25Q (1472.470000 sec): 3 clusters
  Score: Raw -6140348.274986 + Penalty 5252.121840 = -6135096.153147
  nChanged 13
		SP:Iteration 26Q (1472.590000 sec): 3 clusters
  Score: Raw -6140351.198407 + Penalty 5252.121840 = -6135099.076568
  nChanged 15
		SP:Iteration 27Q (1472.710000 sec): 3 clusters
  Score: Raw -6140353.846174 + Penalty 5252.121840 = -6135101.724334
  nChanged 11
		SP:Iteration 28Q (1472.840000 sec): 3 clusters
  Score: Raw -6140355.676912 + Penalty 5252.121840 = -6135103.555072
  nChanged 8
		SP:Iteration 29Q (1472.960000 sec): 3 clusters
  Score: Raw -6140356.749987 + Penalty 5252.121840 = -6135104.628148
  nChanged 8
		SP:Iteration 30Q (1473.080000 sec): 3 clusters
  Score: Raw -6140358.203685 + Penalty 5252.121840 = -6135106.081846
  nChanged 6
		SP:Iteration 31Q (1473.210000 sec): 3 clusters
  Score: Raw -6140359.134836 + Penalty 5252.121840 = -6135107.012997
  nChanged 4
		SP:Iteration 32Q (1473.330000 sec): 3 clusters
  Score: Raw -6140359.773042 + Penalty 5252.121840 = -6135107.651202
  nChanged 3
		SP:Iteration 33Q (1473.440000 sec): 3 clusters
  Score: Raw -6140360.271147 + Penalty 5252.121840 = -6135108.149308
  nChanged 0
		SP:Iteration 34F (1473.600000 sec): 3 clusters
  Score: Raw -6140360.271147 + Penalty 5252.121840 = -6135108.149308
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (121026 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1474.040000 sec): 2 clusters
  Score: Raw -17639833.815477 + Penalty 2902.532648 = -17636931.282829
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1474.530000 sec): 3 clusters
  Score: Raw -17561632.539464 + Penalty 5805.065296 = -17555827.474168
  nChanged 57683
		SP:Iteration 1F (1475.020000 sec): 3 clusters
  Score: Raw -17594671.061823 + Penalty 5805.065296 = -17588865.996527
  nChanged 3764
		SP:Iteration 2Q (1475.520000 sec): 3 clusters
  Score: Raw -17595547.829342 + Penalty 5805.065296 = -17589742.764046
  nChanged 3893
		SP:Iteration 3Q (1476.020000 sec): 3 clusters
  Score: Raw -17596615.190856 + Penalty 5805.065296 = -17590810.125560
  nChanged 4284
		SP:Iteration 4Q (1476.520000 sec): 3 clusters
  Score: Raw -17598039.219645 + Penalty 5805.065296 = -17592234.154349
  nChanged 4999
		SP:Iteration 5Q (1477.020000 sec): 3 clusters
  Score: Raw -17600124.057488 + Penalty 5805.065296 = -17594318.992192
  nChanged 5890
		SP:Iteration 6Q (1477.520000 sec): 3 clusters
  Score: Raw -17603189.955458 + Penalty 5805.065296 = -17597384.890162
  nChanged 6959
		SP:Iteration 7F (1478.010000 sec): 3 clusters
  Score: Raw -17607428.834077 + Penalty 5805.065296 = -17601623.768781
  nChanged 7677
		SP:Iteration 8F (1478.490000 sec): 3 clusters
  Score: Raw -17612738.180375 + Penalty 5805.065296 = -17606933.115079
  nChanged 8292
		SP:Iteration 9F (1478.990000 sec): 3 clusters
  Score: Raw -17619376.135870 + Penalty 5805.065296 = -17613571.070574
  nChanged 8092
		SP:Iteration 10F (1479.480000 sec): 3 clusters
  Score: Raw -17626374.048449 + Penalty 5805.065296 = -17620568.983153
  nChanged 6768
		SP:Iteration 11F (1479.970000 sec): 3 clusters
  Score: Raw -17631903.356880 + Penalty 5805.065296 = -17626098.291584
  nChanged 5221
		SP:Iteration 12Q (1480.450000 sec): 3 clusters
  Score: Raw -17635579.777082 + Penalty 5805.065296 = -17629774.711786
  nChanged 3856
		SP:Iteration 13Q (1480.920000 sec): 3 clusters
  Score: Raw -17638018.052035 + Penalty 5805.065296 = -17632212.986739
  nChanged 3021
		SP:Iteration 14Q (1481.380000 sec): 3 clusters
  Score: Raw -17639618.478059 + Penalty 5805.065296 = -17633813.412763
  nChanged 2294
		SP:Iteration 15Q (1481.840000 sec): 3 clusters
  Score: Raw -17640484.669535 + Penalty 5805.065296 = -17634679.604239
  nChanged 1616
		SP:Iteration 16Q (1482.290000 sec): 3 clusters
  Score: Raw -17640935.647790 + Penalty 5805.065296 = -17635130.582494
  nChanged 1160
		SP:Iteration 17Q (1482.750000 sec): 3 clusters
  Score: Raw -17641160.446933 + Penalty 5805.065296 = -17635355.381637
  nChanged 781
		SP:Iteration 18Q (1483.190000 sec): 3 clusters
  Score: Raw -17641263.103192 + Penalty 5805.065296 = -17635458.037896
  nChanged 513
		SP:Iteration 19Q (1483.650000 sec): 3 clusters
  Score: Raw -17641312.703513 + Penalty 5805.065296 = -17635507.638217
  nChanged 351
		SP:Iteration 20F (1484.180000 sec): 3 clusters
  Score: Raw -17641338.312108 + Penalty 5805.065296 = -17635533.246812
  nChanged 267
		SP:Iteration 21Q (1484.670000 sec): 3 clusters
  Score: Raw -17641354.202872 + Penalty 5805.065296 = -17635549.137576
  nChanged 199
		SP:Iteration 22Q (1485.130000 sec): 3 clusters
  Score: Raw -17641363.654155 + Penalty 5805.065296 = -17635558.588859
  nChanged 151
		SP:Iteration 23Q (1485.590000 sec): 3 clusters
  Score: Raw -17641369.022429 + Penalty 5805.065296 = -17635563.957133
  nChanged 103
		SP:Iteration 24Q (1486.040000 sec): 3 clusters
  Score: Raw -17641372.149456 + Penalty 5805.065296 = -17635567.084160
  nChanged 77
		SP:Iteration 25Q (1486.490000 sec): 3 clusters
  Score: Raw -17641374.735989 + Penalty 5805.065296 = -17635569.670693
  nChanged 72
		SP:Iteration 26Q (1486.950000 sec): 3 clusters
  Score: Raw -17641377.015465 + Penalty 5805.065296 = -17635571.950169
  nChanged 67
		SP:Iteration 27Q (1487.400000 sec): 3 clusters
  Score: Raw -17641378.633214 + Penalty 5805.065296 = -17635573.567918
  nChanged 53
		SP:Iteration 28Q (1487.850000 sec): 3 clusters
  Score: Raw -17641379.888700 + Penalty 5805.065296 = -17635574.823404
  nChanged 39
		SP:Iteration 29Q (1488.310000 sec): 3 clusters
  Score: Raw -17641380.624039 + Penalty 5805.065296 = -17635575.558743
  nChanged 29
		SP:Iteration 30Q (1488.770000 sec): 3 clusters
  Score: Raw -17641381.148293 + Penalty 5805.065296 = -17635576.082997
  nChanged 21
		SP:Iteration 31Q (1489.220000 sec): 3 clusters
  Score: Raw -17641381.443289 + Penalty 5805.065296 = -17635576.377993
  nChanged 13
		SP:Iteration 32Q (1489.680000 sec): 3 clusters
  Score: Raw -17641381.611878 + Penalty 5805.065296 = -17635576.546582
  nChanged 10
		SP:Iteration 33Q (1490.130000 sec): 3 clusters
  Score: Raw -17641381.764141 + Penalty 5805.065296 = -17635576.698845
  nChanged 8
		SP:Iteration 34Q (1490.580000 sec): 3 clusters
  Score: Raw -17641381.913252 + Penalty 5805.065296 = -17635576.847956
  nChanged 9
		SP:Iteration 35Q (1491.040000 sec): 3 clusters
  Score: Raw -17641382.031351 + Penalty 5805.065296 = -17635576.966055
  nChanged 12
		SP:Iteration 36Q (1491.490000 sec): 3 clusters
  Score: Raw -17641382.207357 + Penalty 5805.065296 = -17635577.142061
  nChanged 10
		SP:Iteration 37Q (1491.950000 sec): 3 clusters
  Score: Raw -17641382.338277 + Penalty 5805.065296 = -17635577.272981
  nChanged 11
		SP:Iteration 38Q (1492.400000 sec): 3 clusters
  Score: Raw -17641382.502823 + Penalty 5805.065296 = -17635577.437527
  nChanged 8
		SP:Iteration 39Q (1492.840000 sec): 3 clusters
  Score: Raw -17641382.629041 + Penalty 5805.065296 = -17635577.563745
  nChanged 7
		SP:Iteration 40F (1493.330000 sec): 3 clusters
  Score: Raw -17641382.722275 + Penalty 5805.065296 = -17635577.656979
  nChanged 9
		SP:Iteration 41Q (1493.780000 sec): 3 clusters
  Score: Raw -17641382.846043 + Penalty 5805.065296 = -17635577.780747
  nChanged 7
		SP:Iteration 42Q (1494.230000 sec): 3 clusters
  Score: Raw -17641382.977441 + Penalty 5805.065296 = -17635577.912145
  nChanged 11
		SP:Iteration 43Q (1494.650000 sec): 3 clusters
  Score: Raw -17641383.111510 + Penalty 5805.065296 = -17635578.046214
  nChanged 4
		SP:Iteration 44Q (1495.070000 sec): 3 clusters
  Score: Raw -17641383.158045 + Penalty 5805.065296 = -17635578.092749
  nChanged 3
		SP:Iteration 45Q (1495.490000 sec): 3 clusters
  Score: Raw -17641383.202377 + Penalty 5805.065296 = -17635578.137080
  nChanged 4
		SP:Iteration 46Q (1495.920000 sec): 3 clusters
  Score: Raw -17641383.233064 + Penalty 5805.065296 = -17635578.167768
  nChanged 1
		SP:Iteration 47Q (1496.340000 sec): 3 clusters
  Score: Raw -17641383.238970 + Penalty 5805.065296 = -17635578.173674
  nChanged 1
		SP:Iteration 48Q (1496.760000 sec): 3 clusters
  Score: Raw -17641383.243428 + Penalty 5805.065296 = -17635578.178132
  nChanged 0
		SP:Iteration 49F (1497.210000 sec): 3 clusters
  Score: Raw -17641383.243428 + Penalty 5805.065296 = -17635578.178132
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1497.300000 sec): 2 clusters
  Score: Raw -1791404.319174 + Penalty 2324.095586 = -1789080.223588
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1497.340000 sec): 3 clusters
  Score: Raw -1784942.192884 + Penalty 4648.191171 = -1780294.001712
  nChanged 4979
		SP:Iteration 1F (1497.380000 sec): 3 clusters
  Score: Raw -1787627.299756 + Penalty 4648.191171 = -1782979.108585
  nChanged 686
		SP:Iteration 2F (1497.420000 sec): 3 clusters
  Score: Raw -1787927.007192 + Penalty 4648.191171 = -1783278.816021
  nChanged 579
		SP:Iteration 3Q (1497.470000 sec): 3 clusters
  Score: Raw -1788169.500421 + Penalty 4648.191171 = -1783521.309250
  nChanged 509
		SP:Iteration 4Q (1497.510000 sec): 3 clusters
  Score: Raw -1788384.173887 + Penalty 4648.191171 = -1783735.982716
  nChanged 454
		SP:Iteration 5Q (1497.560000 sec): 3 clusters
  Score: Raw -1788579.110759 + Penalty 4648.191171 = -1783930.919588
  nChanged 463
		SP:Iteration 6Q (1497.600000 sec): 3 clusters
  Score: Raw -1788803.345267 + Penalty 4648.191171 = -1784155.154096
  nChanged 484
		SP:Iteration 7Q (1497.640000 sec): 3 clusters
  Score: Raw -1789060.023621 + Penalty 4648.191171 = -1784411.832450
  nChanged 519
		SP:Iteration 8Q (1497.680000 sec): 3 clusters
  Score: Raw -1789359.765319 + Penalty 4648.191171 = -1784711.574148
  nChanged 550
		SP:Iteration 9Q (1497.730000 sec): 3 clusters
  Score: Raw -1789702.698687 + Penalty 4648.191171 = -1785054.507516
  nChanged 537
		SP:Iteration 10Q (1497.770000 sec): 3 clusters
  Score: Raw -1790069.811563 + Penalty 4648.191171 = -1785421.620392
  nChanged 536
		SP:Iteration 11Q (1497.810000 sec): 3 clusters
  Score: Raw -1790467.927766 + Penalty 4648.191171 = -1785819.736595
  nChanged 453
		SP:Iteration 12Q (1497.860000 sec): 3 clusters
  Score: Raw -1790813.466585 + Penalty 4648.191171 = -1786165.275414
  nChanged 361
		SP:Iteration 13Q (1497.900000 sec): 3 clusters
  Score: Raw -1791107.288928 + Penalty 4648.191171 = -1786459.097757
  nChanged 263
		SP:Iteration 14Q (1497.940000 sec): 3 clusters
  Score: Raw -1791316.062084 + Penalty 4648.191171 = -1786667.870913
  nChanged 200
		SP:Iteration 15Q (1497.980000 sec): 3 clusters
  Score: Raw -1791464.762664 + Penalty 4648.191171 = -1786816.571493
  nChanged 154
		SP:Iteration 16Q (1498.020000 sec): 3 clusters
  Score: Raw -1791576.644201 + Penalty 4648.191171 = -1786928.453030
  nChanged 111
		SP:Iteration 17Q (1498.060000 sec): 3 clusters
  Score: Raw -1791653.658548 + Penalty 4648.191171 = -1787005.467377
  nChanged 81
		SP:Iteration 18Q (1498.090000 sec): 3 clusters
  Score: Raw -1791709.485379 + Penalty 4648.191171 = -1787061.294208
  nChanged 50
		SP:Iteration 19Q (1498.130000 sec): 3 clusters
  Score: Raw -1791744.376991 + Penalty 4648.191171 = -1787096.185820
  nChanged 27
		SP:Iteration 20F (1498.170000 sec): 3 clusters
  Score: Raw -1791767.783475 + Penalty 4648.191171 = -1787119.592304
  nChanged 36
		SP:Iteration 21Q (1498.200000 sec): 3 clusters
  Score: Raw -1791791.039082 + Penalty 4648.191171 = -1787142.847911
  nChanged 26
		SP:Iteration 22Q (1498.240000 sec): 3 clusters
  Score: Raw -1791811.699230 + Penalty 4648.191171 = -1787163.508058
  nChanged 16
		SP:Iteration 23Q (1498.280000 sec): 3 clusters
  Score: Raw -1791826.121781 + Penalty 4648.191171 = -1787177.930609
  nChanged 13
		SP:Iteration 24Q (1498.320000 sec): 3 clusters
  Score: Raw -1791837.778297 + Penalty 4648.191171 = -1787189.587125
  nChanged 10
		SP:Iteration 25Q (1498.360000 sec): 3 clusters
  Score: Raw -1791845.814711 + Penalty 4648.191171 = -1787197.623539
  nChanged 9
		SP:Iteration 26Q (1498.400000 sec): 3 clusters
  Score: Raw -1791851.376920 + Penalty 4648.191171 = -1787203.185749
  nChanged 4
		SP:Iteration 27Q (1498.440000 sec): 3 clusters
  Score: Raw -1791855.246232 + Penalty 4648.191171 = -1787207.055061
  nChanged 7
		SP:Iteration 28Q (1498.480000 sec): 3 clusters
  Score: Raw -1791861.577024 + Penalty 4648.191171 = -1787213.385853
  nChanged 6
		SP:Iteration 29Q (1498.520000 sec): 3 clusters
  Score: Raw -1791866.597075 + Penalty 4648.191171 = -1787218.405903
  nChanged 3
		SP:Iteration 30Q (1498.560000 sec): 3 clusters
  Score: Raw -1791869.182049 + Penalty 4648.191171 = -1787220.990878
  nChanged 4
		SP:Iteration 31Q (1498.600000 sec): 3 clusters
  Score: Raw -1791872.170065 + Penalty 4648.191171 = -1787223.978894
  nChanged 3
		SP:Iteration 32Q (1498.640000 sec): 3 clusters
  Score: Raw -1791873.907808 + Penalty 4648.191171 = -1787225.716637
  nChanged 1
		SP:Iteration 33Q (1498.680000 sec): 3 clusters
  Score: Raw -1791874.353791 + Penalty 4648.191171 = -1787226.162620
  nChanged 2
		SP:Iteration 34Q (1498.720000 sec): 3 clusters
  Score: Raw -1791875.126154 + Penalty 4648.191171 = -1787226.934982
  nChanged 0
		SP:Iteration 35F (1498.760000 sec): 3 clusters
  Score: Raw -1791875.126154 + Penalty 4648.191171 = -1787226.934982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (5231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1498.790000 sec): 2 clusters
  Score: Raw -744859.213134 + Penalty 2123.464720 = -742735.748414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1498.810000 sec): 3 clusters
  Score: Raw -742345.734336 + Penalty 4246.929441 = -738098.804895
  nChanged 1988
		SP:Iteration 1F (1498.830000 sec): 3 clusters
  Score: Raw -743591.787968 + Penalty 4246.929441 = -739344.858527
  nChanged 431
		SP:Iteration 2F (1498.850000 sec): 3 clusters
  Score: Raw -743882.330513 + Penalty 4246.929441 = -739635.401072
  nChanged 314
		SP:Iteration 3F (1498.870000 sec): 3 clusters
  Score: Raw -744097.592662 + Penalty 4246.929441 = -739850.663221
  nChanged 265
		SP:Iteration 4F (1498.890000 sec): 3 clusters
  Score: Raw -744258.261968 + Penalty 4246.929441 = -740011.332527
  nChanged 224
		SP:Iteration 5Q (1498.920000 sec): 3 clusters
  Score: Raw -744417.277359 + Penalty 4246.929441 = -740170.347918
  nChanged 220
		SP:Iteration 6Q (1498.940000 sec): 3 clusters
  Score: Raw -744569.893275 + Penalty 4246.929441 = -740322.963835
  nChanged 193
		SP:Iteration 7Q (1498.960000 sec): 3 clusters
  Score: Raw -744691.464631 + Penalty 4246.929441 = -740444.535190
  nChanged 159
		SP:Iteration 8Q (1498.980000 sec): 3 clusters
  Score: Raw -744796.595280 + Penalty 4246.929441 = -740549.665839
  nChanged 141
		SP:Iteration 9Q (1499.000000 sec): 3 clusters
  Score: Raw -744882.743369 + Penalty 4246.929441 = -740635.813929
  nChanged 113
		SP:Iteration 10Q (1499.020000 sec): 3 clusters
  Score: Raw -744949.266674 + Penalty 4246.929441 = -740702.337233
  nChanged 100
		SP:Iteration 11Q (1499.040000 sec): 3 clusters
  Score: Raw -745011.410234 + Penalty 4246.929441 = -740764.480793
  nChanged 96
		SP:Iteration 12Q (1499.060000 sec): 3 clusters
  Score: Raw -745072.511650 + Penalty 4246.929441 = -740825.582209
  nChanged 89
		SP:Iteration 13Q (1499.080000 sec): 3 clusters
  Score: Raw -745132.058179 + Penalty 4246.929441 = -740885.128738
  nChanged 82
		SP:Iteration 14Q (1499.100000 sec): 3 clusters
  Score: Raw -745187.877105 + Penalty 4246.929441 = -740940.947664
  nChanged 80
		SP:Iteration 15Q (1499.120000 sec): 3 clusters
  Score: Raw -745245.170663 + Penalty 4246.929441 = -740998.241222
  nChanged 72
		SP:Iteration 16Q (1499.140000 sec): 3 clusters
  Score: Raw -745291.347030 + Penalty 4246.929441 = -741044.417590
  nChanged 44
		SP:Iteration 17Q (1499.160000 sec): 3 clusters
  Score: Raw -745315.831273 + Penalty 4246.929441 = -741068.901832
  nChanged 36
		SP:Iteration 18Q (1499.180000 sec): 3 clusters
  Score: Raw -745332.166116 + Penalty 4246.929441 = -741085.236675
  nChanged 28
		SP:Iteration 19Q (1499.200000 sec): 3 clusters
  Score: Raw -745346.969417 + Penalty 4246.929441 = -741100.039976
  nChanged 25
		SP:Iteration 20F (1499.220000 sec): 3 clusters
  Score: Raw -745361.340564 + Penalty 4246.929441 = -741114.411123
  nChanged 21
		SP:Iteration 21Q (1499.240000 sec): 3 clusters
  Score: Raw -745374.715097 + Penalty 4246.929441 = -741127.785656
  nChanged 22
		SP:Iteration 22Q (1499.260000 sec): 3 clusters
  Score: Raw -745387.443461 + Penalty 4246.929441 = -741140.514020
  nChanged 22
		SP:Iteration 23Q (1499.280000 sec): 3 clusters
  Score: Raw -745397.881298 + Penalty 4246.929441 = -741150.951858
  nChanged 15
		SP:Iteration 24Q (1499.300000 sec): 3 clusters
  Score: Raw -745405.958756 + Penalty 4246.929441 = -741159.029315
  nChanged 16
		SP:Iteration 25Q (1499.320000 sec): 3 clusters
  Score: Raw -745414.422149 + Penalty 4246.929441 = -741167.492708
  nChanged 17
		SP:Iteration 26Q (1499.340000 sec): 3 clusters
  Score: Raw -745421.106661 + Penalty 4246.929441 = -741174.177220
  nChanged 8
		SP:Iteration 27Q (1499.360000 sec): 3 clusters
  Score: Raw -745424.857780 + Penalty 4246.929441 = -741177.928340
  nChanged 7
		SP:Iteration 28Q (1499.380000 sec): 3 clusters
  Score: Raw -745428.302178 + Penalty 4246.929441 = -741181.372737
  nChanged 6
		SP:Iteration 29Q (1499.390000 sec): 3 clusters
  Score: Raw -745431.406544 + Penalty 4246.929441 = -741184.477103
  nChanged 6
		SP:Iteration 30Q (1499.410000 sec): 3 clusters
  Score: Raw -745434.196276 + Penalty 4246.929441 = -741187.266836
  nChanged 10
		SP:Iteration 31Q (1499.430000 sec): 3 clusters
  Score: Raw -745440.900583 + Penalty 4246.929441 = -741193.971143
  nChanged 8
		SP:Iteration 32Q (1499.450000 sec): 3 clusters
  Score: Raw -745444.771063 + Penalty 4246.929441 = -741197.841622
  nChanged 6
		SP:Iteration 33Q (1499.470000 sec): 3 clusters
  Score: Raw -745447.236129 + Penalty 4246.929441 = -741200.306688
  nChanged 4
		SP:Iteration 34Q (1499.490000 sec): 3 clusters
  Score: Raw -745449.348340 + Penalty 4246.929441 = -741202.418899
  nChanged 5
		SP:Iteration 35Q (1499.500000 sec): 3 clusters
  Score: Raw -745452.087731 + Penalty 4246.929441 = -741205.158290
  nChanged 5
		SP:Iteration 36Q (1499.520000 sec): 3 clusters
  Score: Raw -745454.784081 + Penalty 4246.929441 = -741207.854640
  nChanged 2
		SP:Iteration 37Q (1499.540000 sec): 3 clusters
  Score: Raw -745456.540867 + Penalty 4246.929441 = -741209.611426
  nChanged 1
		SP:Iteration 38Q (1499.560000 sec): 3 clusters
  Score: Raw -745457.350016 + Penalty 4246.929441 = -741210.420575
  nChanged 3
		SP:Iteration 39Q (1499.580000 sec): 3 clusters
  Score: Raw -745458.598652 + Penalty 4246.929441 = -741211.669211
  nChanged 0
		SP:Iteration 40F (1499.600000 sec): 3 clusters
  Score: Raw -745458.598652 + Penalty 4246.929441 = -741211.669211
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1499.600000 sec): 2 clusters
  Score: Raw -28187.196059 + Penalty 1371.298414 = -26815.897645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1499.600000 sec): 3 clusters
  Score: Raw -28498.329613 + Penalty 2742.596827 = -25755.732785
  nChanged 43
		SP:Iteration 1F (1499.610000 sec): 3 clusters
  Score: Raw -28802.858279 + Penalty 2742.596827 = -26060.261451
  nChanged 24
		SP:Iteration 2F (1499.610000 sec): 3 clusters
  Score: Raw -29034.327009 + Penalty 2742.596827 = -26291.730182
  nChanged 15
		SP:Iteration 3F (1499.610000 sec): 3 clusters
  Score: Raw -29135.634076 + Penalty 2742.596827 = -26393.037248
  nChanged 9
		SP:Iteration 4Q (1499.610000 sec): 3 clusters
  Score: Raw -29360.662608 + Penalty 2742.596827 = -26618.065780
  nChanged 6
		SP:Iteration 5Q (1499.610000 sec): 3 clusters
  Score: Raw -29461.585464 + Penalty 2742.596827 = -26718.988637
  nChanged 7
		SP:Iteration 6Q (1499.610000 sec): 3 clusters
  Score: Raw -29542.929278 + Penalty 2742.596827 = -26800.332451
  nChanged 3
		SP:Iteration 7Q (1499.610000 sec): 3 clusters
  Score: Raw -29570.020356 + Penalty 2742.596827 = -26827.423528
  nChanged 2
		SP:Iteration 8Q (1499.610000 sec): 3 clusters
  Score: Raw -29582.101960 + Penalty 2742.596827 = -26839.505133
  nChanged 1
		SP:Iteration 9Q (1499.610000 sec): 3 clusters
  Score: Raw -29586.759993 + Penalty 2742.596827 = -26844.163165
  nChanged 1
		SP:Iteration 10Q (1499.620000 sec): 3 clusters
  Score: Raw -29593.140613 + Penalty 2742.596827 = -26850.543785
  nChanged 0
		SP:Iteration 11F (1499.620000 sec): 3 clusters
  Score: Raw -29593.284712 + Penalty 2742.596827 = -26850.687885
  nChanged 1
		SP:Iteration 12Q (1499.620000 sec): 3 clusters
  Score: Raw -29611.467650 + Penalty 2742.596827 = -26868.870823
  nChanged 0
		SP:Iteration 13F (1499.620000 sec): 3 clusters
  Score: Raw -29611.467650 + Penalty 2742.596827 = -26868.870823
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 33.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (31290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1499.740000 sec): 2 clusters
  Score: Raw -4567338.807658 + Penalty 2567.061351 = -4564771.746307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1499.870000 sec): 3 clusters
  Score: Raw -4548657.662049 + Penalty 5134.122703 = -4543523.539346
  nChanged 14036
		SP:Iteration 1F (1500.000000 sec): 3 clusters
  Score: Raw -4556401.115939 + Penalty 5134.122703 = -4551266.993236
  nChanged 1513
		SP:Iteration 2Q (1500.130000 sec): 3 clusters
  Score: Raw -4556979.507727 + Penalty 5134.122703 = -4551845.385024
  nChanged 1565
		SP:Iteration 3F (1500.260000 sec): 3 clusters
  Score: Raw -4557767.163005 + Penalty 5134.122703 = -4552633.040302
  nChanged 1731
		SP:Iteration 4F (1500.380000 sec): 3 clusters
  Score: Raw -4558822.227851 + Penalty 5134.122703 = -4553688.105148
  nChanged 1970
		SP:Iteration 5F (1500.510000 sec): 3 clusters
  Score: Raw -4560154.141554 + Penalty 5134.122703 = -4555020.018851
  nChanged 2096
		SP:Iteration 6F (1500.640000 sec): 3 clusters
  Score: Raw -4561558.152117 + Penalty 5134.122703 = -4556424.029414
  nChanged 2070
		SP:Iteration 7F (1500.760000 sec): 3 clusters
  Score: Raw -4562929.855934 + Penalty 5134.122703 = -4557795.733231
  nChanged 1804
		SP:Iteration 8F (1500.890000 sec): 3 clusters
  Score: Raw -4564025.077353 + Penalty 5134.122703 = -4558890.954650
  nChanged 1361
		SP:Iteration 9Q (1501.020000 sec): 3 clusters
  Score: Raw -4564724.291283 + Penalty 5134.122703 = -4559590.168580
  nChanged 959
		SP:Iteration 10Q (1501.150000 sec): 3 clusters
  Score: Raw -4565116.503981 + Penalty 5134.122703 = -4559982.381278
  nChanged 649
		SP:Iteration 11Q (1501.280000 sec): 3 clusters
  Score: Raw -4565332.653532 + Penalty 5134.122703 = -4560198.530829
  nChanged 493
		SP:Iteration 12Q (1501.410000 sec): 3 clusters
  Score: Raw -4565490.087340 + Penalty 5134.122703 = -4560355.964637
  nChanged 433
		SP:Iteration 13Q (1501.540000 sec): 3 clusters
  Score: Raw -4565631.090146 + Penalty 5134.122703 = -4560496.967443
  nChanged 407
		SP:Iteration 14Q (1501.670000 sec): 3 clusters
  Score: Raw -4565761.481666 + Penalty 5134.122703 = -4560627.358963
  nChanged 380
		SP:Iteration 15Q (1501.800000 sec): 3 clusters
  Score: Raw -4565883.879931 + Penalty 5134.122703 = -4560749.757228
  nChanged 385
		SP:Iteration 16Q (1501.920000 sec): 3 clusters
  Score: Raw -4566024.748038 + Penalty 5134.122703 = -4560890.625335
  nChanged 373
		SP:Iteration 17Q (1502.050000 sec): 3 clusters
  Score: Raw -4566191.554037 + Penalty 5134.122703 = -4561057.431334
  nChanged 390
		SP:Iteration 18Q (1502.180000 sec): 3 clusters
  Score: Raw -4566489.067690 + Penalty 5134.122703 = -4561354.944987
  nChanged 411
		SP:Iteration 19Q (1502.300000 sec): 3 clusters
  Score: Raw -4566984.753804 + Penalty 5134.122703 = -4561850.631101
  nChanged 355
		SP:Iteration 20F (1502.430000 sec): 3 clusters
  Score: Raw -4567494.973479 + Penalty 5134.122703 = -4562360.850776
  nChanged 309
		SP:Iteration 21Q (1502.550000 sec): 3 clusters
  Score: Raw -4567854.336573 + Penalty 5134.122703 = -4562720.213870
  nChanged 274
		SP:Iteration 22Q (1502.660000 sec): 3 clusters
  Score: Raw -4568038.061789 + Penalty 5134.122703 = -4562903.939086
  nChanged 231
		SP:Iteration 23Q (1502.760000 sec): 3 clusters
  Score: Raw -4568154.323150 + Penalty 5134.122703 = -4563020.200447
  nChanged 174
		SP:Iteration 24Q (1502.870000 sec): 3 clusters
  Score: Raw -4568214.581324 + Penalty 5134.122703 = -4563080.458621
  nChanged 138
		SP:Iteration 25Q (1502.970000 sec): 3 clusters
  Score: Raw -4568254.138907 + Penalty 5134.122703 = -4563120.016204
  nChanged 124
		SP:Iteration 26Q (1503.070000 sec): 3 clusters
  Score: Raw -4568290.500967 + Penalty 5134.122703 = -4563156.378264
  nChanged 99
		SP:Iteration 27Q (1503.180000 sec): 3 clusters
  Score: Raw -4568316.922295 + Penalty 5134.122703 = -4563182.799592
  nChanged 81
		SP:Iteration 28Q (1503.280000 sec): 3 clusters
  Score: Raw -4568339.690555 + Penalty 5134.122703 = -4563205.567852
  nChanged 66
		SP:Iteration 29Q (1503.380000 sec): 3 clusters
  Score: Raw -4568354.390937 + Penalty 5134.122703 = -4563220.268234
  nChanged 59
		SP:Iteration 30Q (1503.480000 sec): 3 clusters
  Score: Raw -4568367.244669 + Penalty 5134.122703 = -4563233.121966
  nChanged 50
		SP:Iteration 31Q (1503.580000 sec): 3 clusters
  Score: Raw -4568376.733998 + Penalty 5134.122703 = -4563242.611295
  nChanged 44
		SP:Iteration 32Q (1503.680000 sec): 3 clusters
  Score: Raw -4568386.098761 + Penalty 5134.122703 = -4563251.976058
  nChanged 46
		SP:Iteration 33Q (1503.790000 sec): 3 clusters
  Score: Raw -4568396.311898 + Penalty 5134.122703 = -4563262.189195
  nChanged 36
		SP:Iteration 34Q (1503.890000 sec): 3 clusters
  Score: Raw -4568405.921465 + Penalty 5134.122703 = -4563271.798762
  nChanged 35
		SP:Iteration 35Q (1503.990000 sec): 3 clusters
  Score: Raw -4568413.154289 + Penalty 5134.122703 = -4563279.031586
  nChanged 22
		SP:Iteration 36Q (1504.080000 sec): 3 clusters
  Score: Raw -4568416.717683 + Penalty 5134.122703 = -4563282.594980
  nChanged 23
		SP:Iteration 37Q (1504.180000 sec): 3 clusters
  Score: Raw -4568420.544947 + Penalty 5134.122703 = -4563286.422244
  nChanged 19
		SP:Iteration 38Q (1504.280000 sec): 3 clusters
  Score: Raw -4568424.248386 + Penalty 5134.122703 = -4563290.125683
  nChanged 23
		SP:Iteration 39Q (1504.380000 sec): 3 clusters
  Score: Raw -4568428.355294 + Penalty 5134.122703 = -4563294.232591
  nChanged 19
		SP:Iteration 40F (1504.500000 sec): 3 clusters
  Score: Raw -4568431.025702 + Penalty 5134.122703 = -4563296.902999
  nChanged 15
		SP:Iteration 41Q (1504.600000 sec): 3 clusters
  Score: Raw -4568433.470830 + Penalty 5134.122703 = -4563299.348127
  nChanged 10
		SP:Iteration 42Q (1504.700000 sec): 3 clusters
  Score: Raw -4568434.749004 + Penalty 5134.122703 = -4563300.626301
  nChanged 6
		SP:Iteration 43Q (1504.800000 sec): 3 clusters
  Score: Raw -4568435.573426 + Penalty 5134.122703 = -4563301.450723
  nChanged 5
		SP:Iteration 44Q (1504.900000 sec): 3 clusters
  Score: Raw -4568436.469729 + Penalty 5134.122703 = -4563302.347026
  nChanged 8
		SP:Iteration 45Q (1505.000000 sec): 3 clusters
  Score: Raw -4568438.183457 + Penalty 5134.122703 = -4563304.060754
  nChanged 7
		SP:Iteration 46Q (1505.100000 sec): 3 clusters
  Score: Raw -4568439.575979 + Penalty 5134.122703 = -4563305.453276
  nChanged 9
		SP:Iteration 47Q (1505.200000 sec): 3 clusters
  Score: Raw -4568441.043884 + Penalty 5134.122703 = -4563306.921181
  nChanged 11
		SP:Iteration 48Q (1505.300000 sec): 3 clusters
  Score: Raw -4568442.553665 + Penalty 5134.122703 = -4563308.430962
  nChanged 5
		SP:Iteration 49Q (1505.410000 sec): 3 clusters
  Score: Raw -4568443.097508 + Penalty 5134.122703 = -4563308.974805
  nChanged 2
		SP:Iteration 50Q (1505.510000 sec): 3 clusters
  Score: Raw -4568443.265587 + Penalty 5134.122703 = -4563309.142884
  nChanged 0
		SP:Iteration 51F (1505.640000 sec): 3 clusters
  Score: Raw -4568443.265587 + Penalty 5134.122703 = -4563309.142884
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.650000 sec): 2 clusters
  Score: Raw -52879.326026 + Penalty 1478.967677 = -51400.358349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.660000 sec): 3 clusters
  Score: Raw -53107.559135 + Penalty 2957.935354 = -50149.623781
  nChanged 70
		SP:Iteration 1F (1505.660000 sec): 3 clusters
  Score: Raw -53314.957610 + Penalty 2957.935354 = -50357.022255
  nChanged 27
		SP:Iteration 2F (1505.660000 sec): 3 clusters
  Score: Raw -53427.461603 + Penalty 2957.935354 = -50469.526249
  nChanged 14
		SP:Iteration 3Q (1505.660000 sec): 3 clusters
  Score: Raw -53499.386606 + Penalty 2957.935354 = -50541.451251
  nChanged 9
		SP:Iteration 4Q (1505.660000 sec): 3 clusters
  Score: Raw -53543.574960 + Penalty 2957.935354 = -50585.639606
  nChanged 7
		SP:Iteration 5Q (1505.660000 sec): 3 clusters
  Score: Raw -53566.152281 + Penalty 2957.935354 = -50608.216927
  nChanged 3
		SP:Iteration 6Q (1505.660000 sec): 3 clusters
  Score: Raw -53571.084325 + Penalty 2957.935354 = -50613.148970
  nChanged 3
		SP:Iteration 7Q (1505.670000 sec): 3 clusters
  Score: Raw -53579.723107 + Penalty 2957.935354 = -50621.787753
  nChanged 1
		SP:Iteration 8Q (1505.670000 sec): 3 clusters
  Score: Raw -53583.962409 + Penalty 2957.935354 = -50626.027054
  nChanged 2
		SP:Iteration 9Q (1505.670000 sec): 3 clusters
  Score: Raw -53596.004512 + Penalty 2957.935354 = -50638.069158
  nChanged 2
		SP:Iteration 10Q (1505.670000 sec): 3 clusters
  Score: Raw -53599.704008 + Penalty 2957.935354 = -50641.768653
  nChanged 0
		SP:Iteration 11F (1505.670000 sec): 3 clusters
  Score: Raw -53599.704008 + Penalty 2957.935354 = -50641.768653
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 23 (597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.680000 sec): 2 clusters
  Score: Raw -76864.745267 + Penalty 1585.195444 = -75279.549823
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.680000 sec): 3 clusters
  Score: Raw -76870.675729 + Penalty 3170.390888 = -73700.284841
  nChanged 132
		SP:Iteration 1F (1505.680000 sec): 3 clusters
  Score: Raw -77169.395089 + Penalty 3170.390888 = -73999.004201
  nChanged 32
		SP:Iteration 2F (1505.680000 sec): 3 clusters
  Score: Raw -77285.654149 + Penalty 3170.390888 = -74115.263261
  nChanged 18
		SP:Iteration 3Q (1505.690000 sec): 3 clusters
  Score: Raw -77406.885014 + Penalty 3170.390888 = -74236.494126
  nChanged 19
		SP:Iteration 4Q (1505.690000 sec): 3 clusters
  Score: Raw -77457.905943 + Penalty 3170.390888 = -74287.515055
  nChanged 15
		SP:Iteration 5Q (1505.690000 sec): 3 clusters
  Score: Raw -77494.904994 + Penalty 3170.390888 = -74324.514106
  nChanged 10
		SP:Iteration 6Q (1505.690000 sec): 3 clusters
  Score: Raw -77532.721753 + Penalty 3170.390888 = -74362.330865
  nChanged 10
		SP:Iteration 7Q (1505.700000 sec): 3 clusters
  Score: Raw -77589.985971 + Penalty 3170.390888 = -74419.595083
  nChanged 8
		SP:Iteration 8Q (1505.700000 sec): 3 clusters
  Score: Raw -77641.761503 + Penalty 3170.390888 = -74471.370615
  nChanged 9
		SP:Iteration 9Q (1505.700000 sec): 3 clusters
  Score: Raw -77667.056582 + Penalty 3170.390888 = -74496.665693
  nChanged 6
		SP:Iteration 10Q (1505.700000 sec): 3 clusters
  Score: Raw -77711.116417 + Penalty 3170.390888 = -74540.725529
  nChanged 2
		SP:Iteration 11Q (1505.700000 sec): 3 clusters
  Score: Raw -77739.627961 + Penalty 3170.390888 = -74569.237073
  nChanged 3
		SP:Iteration 12Q (1505.710000 sec): 3 clusters
  Score: Raw -77744.232903 + Penalty 3170.390888 = -74573.842015
  nChanged 3
		SP:Iteration 13Q (1505.710000 sec): 3 clusters
  Score: Raw -77748.661213 + Penalty 3170.390888 = -74578.270325
  nChanged 0
		SP:Iteration 14F (1505.710000 sec): 3 clusters
  Score: Raw -77748.661213 + Penalty 3170.390888 = -74578.270325
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1776 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.720000 sec): 2 clusters
  Score: Raw -255120.713604 + Penalty 1855.565493 = -253265.148111
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.730000 sec): 3 clusters
  Score: Raw -254493.197884 + Penalty 3711.130986 = -250782.066898
  nChanged 546
		SP:Iteration 1F (1505.740000 sec): 3 clusters
  Score: Raw -254900.813710 + Penalty 3711.130986 = -251189.682724
  nChanged 127
		SP:Iteration 2F (1505.740000 sec): 3 clusters
  Score: Raw -255014.480262 + Penalty 3711.130986 = -251303.349276
  nChanged 72
		SP:Iteration 3Q (1505.750000 sec): 3 clusters
  Score: Raw -255082.634658 + Penalty 3711.130986 = -251371.503672
  nChanged 52
		SP:Iteration 4Q (1505.760000 sec): 3 clusters
  Score: Raw -255142.203270 + Penalty 3711.130986 = -251431.072284
  nChanged 47
		SP:Iteration 5Q (1505.760000 sec): 3 clusters
  Score: Raw -255192.289717 + Penalty 3711.130986 = -251481.158731
  nChanged 49
		SP:Iteration 6Q (1505.770000 sec): 3 clusters
  Score: Raw -255245.902878 + Penalty 3711.130986 = -251534.771892
  nChanged 56
		SP:Iteration 7Q (1505.780000 sec): 3 clusters
  Score: Raw -255312.911491 + Penalty 3711.130986 = -251601.780505
  nChanged 52
		SP:Iteration 8Q (1505.780000 sec): 3 clusters
  Score: Raw -255371.265475 + Penalty 3711.130986 = -251660.134489
  nChanged 42
		SP:Iteration 9Q (1505.790000 sec): 3 clusters
  Score: Raw -255418.569787 + Penalty 3711.130986 = -251707.438800
  nChanged 44
		SP:Iteration 10Q (1505.800000 sec): 3 clusters
  Score: Raw -255457.816349 + Penalty 3711.130986 = -251746.685363
  nChanged 45
		SP:Iteration 11Q (1505.800000 sec): 3 clusters
  Score: Raw -255504.661164 + Penalty 3711.130986 = -251793.530178
  nChanged 34
		SP:Iteration 12Q (1505.810000 sec): 3 clusters
  Score: Raw -255541.973676 + Penalty 3711.130986 = -251830.842689
  nChanged 25
		SP:Iteration 13Q (1505.820000 sec): 3 clusters
  Score: Raw -255564.549750 + Penalty 3711.130986 = -251853.418763
  nChanged 20
		SP:Iteration 14Q (1505.820000 sec): 3 clusters
  Score: Raw -255588.112825 + Penalty 3711.130986 = -251876.981838
  nChanged 23
		SP:Iteration 15Q (1505.830000 sec): 3 clusters
  Score: Raw -255612.032067 + Penalty 3711.130986 = -251900.901081
  nChanged 34
		SP:Iteration 16Q (1505.840000 sec): 3 clusters
  Score: Raw -255654.115186 + Penalty 3711.130986 = -251942.984200
  nChanged 25
		SP:Iteration 17Q (1505.850000 sec): 3 clusters
  Score: Raw -255686.946759 + Penalty 3711.130986 = -251975.815773
  nChanged 21
		SP:Iteration 18Q (1505.860000 sec): 3 clusters
  Score: Raw -255701.668627 + Penalty 3711.130986 = -251990.537641
  nChanged 8
		SP:Iteration 19Q (1505.860000 sec): 3 clusters
  Score: Raw -255709.961522 + Penalty 3711.130986 = -251998.830536
  nChanged 9
		SP:Iteration 20F (1505.870000 sec): 3 clusters
  Score: Raw -255717.744558 + Penalty 3711.130986 = -252006.613572
  nChanged 7
		SP:Iteration 21Q (1505.880000 sec): 3 clusters
  Score: Raw -255723.186102 + Penalty 3711.130986 = -252012.055116
  nChanged 2
		SP:Iteration 22Q (1505.880000 sec): 3 clusters
  Score: Raw -255726.447307 + Penalty 3711.130986 = -252015.316321
  nChanged 2
		SP:Iteration 23Q (1505.890000 sec): 3 clusters
  Score: Raw -255727.275967 + Penalty 3711.130986 = -252016.144981
  nChanged 1
		SP:Iteration 24Q (1505.900000 sec): 3 clusters
  Score: Raw -255728.098380 + Penalty 3711.130986 = -252016.967394
  nChanged 0
		SP:Iteration 25F (1505.900000 sec): 3 clusters
  Score: Raw -255728.098380 + Penalty 3711.130986 = -252016.967394
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.910000 sec): 2 clusters
  Score: Raw -14653.617785 + Penalty 1235.934442 = -13417.683343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.910000 sec): 3 clusters
  Score: Raw -15106.457535 + Penalty 2471.868884 = -12634.588651
  nChanged 19
		SP:Iteration 1F (1505.910000 sec): 3 clusters
  Score: Raw -15264.622646 + Penalty 2471.868884 = -12792.753762
  nChanged 6
		SP:Iteration 2Q (1505.910000 sec): 3 clusters
  Score: Raw -15345.229421 + Penalty 2471.868884 = -12873.360536
  nChanged 2
		SP:Iteration 3Q (1505.910000 sec): 3 clusters
  Score: Raw -15401.091939 + Penalty 2471.868884 = -12929.223054
  nChanged 0
		SP:Iteration 4F (1505.910000 sec): 3 clusters
  Score: Raw -15401.091939 + Penalty 2471.868884 = -12929.223054
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.920000 sec): 2 clusters
  Score: Raw -129928.921108 + Penalty 1708.113038 = -128220.808070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.920000 sec): 3 clusters
  Score: Raw -129702.610105 + Penalty 3416.226076 = -126286.384029
  nChanged 220
		SP:Iteration 1F (1505.920000 sec): 3 clusters
  Score: Raw -129989.833810 + Penalty 3416.226076 = -126573.607735
  nChanged 81
		SP:Iteration 2F (1505.930000 sec): 3 clusters
  Score: Raw -130120.518913 + Penalty 3416.226076 = -126704.292837
  nChanged 54
		SP:Iteration 3F (1505.930000 sec): 3 clusters
  Score: Raw -130212.599268 + Penalty 3416.226076 = -126796.373193
  nChanged 40
		SP:Iteration 4Q (1505.940000 sec): 3 clusters
  Score: Raw -130280.239762 + Penalty 3416.226076 = -126864.013687
  nChanged 33
		SP:Iteration 5Q (1505.940000 sec): 3 clusters
  Score: Raw -130342.732506 + Penalty 3416.226076 = -126926.506430
  nChanged 34
		SP:Iteration 6Q (1505.940000 sec): 3 clusters
  Score: Raw -130435.636209 + Penalty 3416.226076 = -127019.410133
  nChanged 42
		SP:Iteration 7Q (1505.950000 sec): 3 clusters
  Score: Raw -130576.699801 + Penalty 3416.226076 = -127160.473725
  nChanged 42
		SP:Iteration 8Q (1505.950000 sec): 3 clusters
  Score: Raw -130706.277060 + Penalty 3416.226076 = -127290.050984
  nChanged 44
		SP:Iteration 9Q (1505.960000 sec): 3 clusters
  Score: Raw -130827.902830 + Penalty 3416.226076 = -127411.676755
  nChanged 39
		SP:Iteration 10Q (1505.960000 sec): 3 clusters
  Score: Raw -130977.352186 + Penalty 3416.226076 = -127561.126110
  nChanged 33
		SP:Iteration 11Q (1505.960000 sec): 3 clusters
  Score: Raw -131070.213279 + Penalty 3416.226076 = -127653.987204
  nChanged 27
		SP:Iteration 12Q (1505.960000 sec): 3 clusters
  Score: Raw -131174.882442 + Penalty 3416.226076 = -127758.656366
  nChanged 15
		SP:Iteration 13Q (1505.970000 sec): 3 clusters
  Score: Raw -131240.631434 + Penalty 3416.226076 = -127824.405358
  nChanged 13
		SP:Iteration 14Q (1505.970000 sec): 3 clusters
  Score: Raw -131282.875823 + Penalty 3416.226076 = -127866.649748
  nChanged 9
		SP:Iteration 15Q (1505.980000 sec): 3 clusters
  Score: Raw -131300.773320 + Penalty 3416.226076 = -127884.547245
  nChanged 1
		SP:Iteration 16Q (1505.980000 sec): 3 clusters
  Score: Raw -131301.759803 + Penalty 3416.226076 = -127885.533727
  nChanged 1
		SP:Iteration 17Q (1505.980000 sec): 3 clusters
  Score: Raw -131303.310186 + Penalty 3416.226076 = -127887.084110
  nChanged 1
		SP:Iteration 18Q (1505.980000 sec): 3 clusters
  Score: Raw -131303.845306 + Penalty 3416.226076 = -127887.619230
  nChanged 0
		SP:Iteration 19F (1505.990000 sec): 3 clusters
  Score: Raw -131303.845306 + Penalty 3416.226076 = -127887.619230
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (157701 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1506.580000 sec): 2 clusters
  Score: Raw -22886003.896056 + Penalty 2968.177116 = -22883035.718940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1507.220000 sec): 3 clusters
  Score: Raw -22783547.779910 + Penalty 5936.354233 = -22777611.425678
  nChanged 75483
		SP:Iteration 1F (1507.860000 sec): 3 clusters
  Score: Raw -22827175.381459 + Penalty 5936.354233 = -22821239.027227
  nChanged 5138
		SP:Iteration 2Q (1508.530000 sec): 3 clusters
  Score: Raw -22828580.297710 + Penalty 5936.354233 = -22822643.943478
  nChanged 5855
		SP:Iteration 3Q (1509.190000 sec): 3 clusters
  Score: Raw -22830570.696208 + Penalty 5936.354233 = -22824634.341976
  nChanged 6925
		SP:Iteration 4Q (1509.840000 sec): 3 clusters
  Score: Raw -22833556.737623 + Penalty 5936.354233 = -22827620.383391
  nChanged 8528
		SP:Iteration 5F (1510.470000 sec): 3 clusters
  Score: Raw -22838270.005010 + Penalty 5936.354233 = -22832333.650777
  nChanged 10574
		SP:Iteration 6F (1511.110000 sec): 3 clusters
  Score: Raw -22845647.978851 + Penalty 5936.354233 = -22839711.624618
  nChanged 11962
		SP:Iteration 7F (1511.750000 sec): 3 clusters
  Score: Raw -22855510.097964 + Penalty 5936.354233 = -22849573.743731
  nChanged 11526
		SP:Iteration 8F (1512.390000 sec): 3 clusters
  Score: Raw -22865863.688049 + Penalty 5936.354233 = -22859927.333816
  nChanged 9236
		SP:Iteration 9F (1513.020000 sec): 3 clusters
  Score: Raw -22874336.269916 + Penalty 5936.354233 = -22868399.915683
  nChanged 6186
		SP:Iteration 10Q (1513.600000 sec): 3 clusters
  Score: Raw -22879925.605398 + Penalty 5936.354233 = -22873989.251165
  nChanged 3629
		SP:Iteration 11Q (1514.130000 sec): 3 clusters
  Score: Raw -22883092.416466 + Penalty 5936.354233 = -22877156.062233
  nChanged 1895
		SP:Iteration 12Q (1514.630000 sec): 3 clusters
  Score: Raw -22884697.190996 + Penalty 5936.354233 = -22878760.836764
  nChanged 941
		SP:Iteration 13Q (1515.110000 sec): 3 clusters
  Score: Raw -22885476.453895 + Penalty 5936.354233 = -22879540.099662
  nChanged 468
		SP:Iteration 14Q (1515.580000 sec): 3 clusters
  Score: Raw -22885822.543471 + Penalty 5936.354233 = -22879886.189238
  nChanged 278
		SP:Iteration 15Q (1516.030000 sec): 3 clusters
  Score: Raw -22886016.363948 + Penalty 5936.354233 = -22880080.009715
  nChanged 196
		SP:Iteration 16Q (1516.480000 sec): 3 clusters
  Score: Raw -22886153.659831 + Penalty 5936.354233 = -22880217.305598
  nChanged 145
		SP:Iteration 17Q (1516.930000 sec): 3 clusters
  Score: Raw -22886260.814112 + Penalty 5936.354233 = -22880324.459880
  nChanged 104
		SP:Iteration 18Q (1517.380000 sec): 3 clusters
  Score: Raw -22886332.798499 + Penalty 5936.354233 = -22880396.444267
  nChanged 71
		SP:Iteration 19Q (1517.840000 sec): 3 clusters
  Score: Raw -22886372.708397 + Penalty 5936.354233 = -22880436.354164
  nChanged 55
		SP:Iteration 20F (1518.470000 sec): 3 clusters
  Score: Raw -22886406.971829 + Penalty 5936.354233 = -22880470.617596
  nChanged 40
		SP:Iteration 21Q (1518.920000 sec): 3 clusters
  Score: Raw -22886429.333388 + Penalty 5936.354233 = -22880492.979156
  nChanged 25
		SP:Iteration 22Q (1519.360000 sec): 3 clusters
  Score: Raw -22886446.008472 + Penalty 5936.354233 = -22880509.654239
  nChanged 29
		SP:Iteration 23Q (1519.800000 sec): 3 clusters
  Score: Raw -22886463.552455 + Penalty 5936.354233 = -22880527.198222
  nChanged 21
		SP:Iteration 24Q (1520.250000 sec): 3 clusters
  Score: Raw -22886474.843766 + Penalty 5936.354233 = -22880538.489533
  nChanged 27
		SP:Iteration 25Q (1520.700000 sec): 3 clusters
  Score: Raw -22886488.421475 + Penalty 5936.354233 = -22880552.067242
  nChanged 16
		SP:Iteration 26Q (1521.150000 sec): 3 clusters
  Score: Raw -22886496.118108 + Penalty 5936.354233 = -22880559.763875
  nChanged 14
		SP:Iteration 27Q (1521.600000 sec): 3 clusters
  Score: Raw -22886506.008594 + Penalty 5936.354233 = -22880569.654362
  nChanged 10
		SP:Iteration 28Q (1522.040000 sec): 3 clusters
  Score: Raw -22886510.798218 + Penalty 5936.354233 = -22880574.443985
  nChanged 6
		SP:Iteration 29Q (1522.480000 sec): 3 clusters
  Score: Raw -22886513.522288 + Penalty 5936.354233 = -22880577.168055
  nChanged 6
		SP:Iteration 30Q (1522.930000 sec): 3 clusters
  Score: Raw -22886516.248093 + Penalty 5936.354233 = -22880579.893860
  nChanged 2
		SP:Iteration 31Q (1523.370000 sec): 3 clusters
  Score: Raw -22886517.180878 + Penalty 5936.354233 = -22880580.826645
  nChanged 0
		SP:Iteration 32F (1524.000000 sec): 3 clusters
  Score: Raw -22886517.180878 + Penalty 5936.354233 = -22880580.826645
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1524.070000 sec): 2 clusters
  Score: Raw -19289.578445 + Penalty 1302.563810 = -17987.014635
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1524.070000 sec): 3 clusters
  Score: Raw -19577.041855 + Penalty 2605.127620 = -16971.914234
  nChanged 31
		SP:Iteration 1F (1524.070000 sec): 3 clusters
  Score: Raw -19965.199257 + Penalty 2605.127620 = -17360.071637
  nChanged 8
		SP:Iteration 2Q (1524.070000 sec): 3 clusters
  Score: Raw -20071.261979 + Penalty 2605.127620 = -17466.134359
  nChanged 1
		SP:Iteration 3Q (1524.080000 sec): 3 clusters
  Score: Raw -20149.183370 + Penalty 2605.127620 = -17544.055750
  nChanged 5
		SP:Iteration 4Q (1524.080000 sec): 3 clusters
  Score: Raw -20184.307937 + Penalty 2605.127620 = -17579.180317
  nChanged 3
		SP:Iteration 5Q (1524.080000 sec): 3 clusters
  Score: Raw -20208.847846 + Penalty 2605.127620 = -17603.720226
  nChanged 0
		SP:Iteration 6F (1524.080000 sec): 3 clusters
  Score: Raw -20208.847846 + Penalty 2605.127620 = -17603.720226
  nChanged 0
Deleting Class 33 (55 points): Lose 2524.662799 but Gain 3374.686117
Iteration 99Q (1533.110000 sec): 33 clusters
  Score: Raw -117601335.162607 + Penalty 107989.955754 = -117493345.206853
  nChanged 3654
Iteration 100F (1569.010000 sec): 33 clusters
  Score: Raw -117603633.208219 + Penalty 107989.955754 = -117495643.252466
  nChanged 2855
Iteration 101Q (1578.970000 sec): 33 clusters
  Score: Raw -117604454.468454 + Penalty 107989.955754 = -117496464.512701
  nChanged 2446
Iteration 102Q (1588.870000 sec): 33 clusters
  Score: Raw -117604923.875370 + Penalty 107989.955754 = -117496933.919617
  nChanged 2187
Iteration 103Q (1598.700000 sec): 33 clusters
  Score: Raw -117605229.967103 + Penalty 107989.955754 = -117497240.011349
  nChanged 2038
Iteration 104Q (1608.550000 sec): 33 clusters
  Score: Raw -117605457.366369 + Penalty 107989.955754 = -117497467.410615
  nChanged 1904
Iteration 105Q (1618.400000 sec): 33 clusters
  Score: Raw -117605672.371568 + Penalty 107989.955754 = -117497682.415814
  nChanged 1854
Iteration 106Q (1628.210000 sec): 33 clusters
  Score: Raw -117605898.831567 + Penalty 107989.955754 = -117497908.875814
  nChanged 1882
Iteration 107Q (1638.020000 sec): 33 clusters
  Score: Raw -117606128.637376 + Penalty 107989.955754 = -117498138.681622
  nChanged 1844
Iteration 108Q (1647.460000 sec): 33 clusters
  Score: Raw -117606351.191918 + Penalty 107989.955754 = -117498361.236164
  nChanged 1763
Iteration 109Q (1656.800000 sec): 33 clusters
  Score: Raw -117606549.713768 + Penalty 107989.955754 = -117498559.758014
  nChanged 1720
Iteration 110Q (1666.140000 sec): 33 clusters
  Score: Raw -117606769.691684 + Penalty 107989.955754 = -117498779.735930
  nChanged 1646
Iteration 111Q (1675.540000 sec): 33 clusters
  Score: Raw -117606965.977612 + Penalty 107989.955754 = -117498976.021858
  nChanged 1597
Iteration 112Q (1684.990000 sec): 33 clusters
  Score: Raw -117607181.727067 + Penalty 107989.955754 = -117499191.771314
  nChanged 1608
Iteration 113Q (1694.340000 sec): 33 clusters
  Score: Raw -117607355.826916 + Penalty 107989.955754 = -117499365.871162
  nChanged 1558
Iteration 114Q (1703.760000 sec): 33 clusters
  Score: Raw -117607545.926061 + Penalty 107989.955754 = -117499555.970307
  nChanged 1497
Iteration 115Q (1713.080000 sec): 33 clusters
  Score: Raw -117607713.124950 + Penalty 107989.955754 = -117499723.169196
  nChanged 1435
Iteration 116Q (1722.440000 sec): 33 clusters
  Score: Raw -117607849.237108 + Penalty 107989.955754 = -117499859.281354
  nChanged 1441
Iteration 117Q (1731.760000 sec): 33 clusters
  Score: Raw -117607974.533090 + Penalty 107989.955754 = -117499984.577336
  nChanged 1401
Iteration 118Q (1741.110000 sec): 33 clusters
  Score: Raw -117608089.209063 + Penalty 107989.955754 = -117500099.253310
  nChanged 1357
Iteration 119Q (1750.500000 sec): 33 clusters
  Score: Raw -117608198.541876 + Penalty 107989.955754 = -117500208.586122
  nChanged 1305
Iteration 120F (1785.410000 sec): 33 clusters
  Score: Raw -117608374.855988 + Penalty 107989.955754 = -117500384.900235
  nChanged 1285
Iteration 121Q (1794.810000 sec): 33 clusters
  Score: Raw -117608597.910886 + Penalty 107989.955754 = -117500607.955133
  nChanged 1151
Iteration 122Q (1804.230000 sec): 33 clusters
  Score: Raw -117608709.029788 + Penalty 107989.955754 = -117500719.074034
  nChanged 1172
Iteration 123Q (1813.570000 sec): 33 clusters
  Score: Raw -117608809.040295 + Penalty 107989.955754 = -117500819.084542
  nChanged 1105
Iteration 124Q (1822.900000 sec): 33 clusters
  Score: Raw -117608887.350415 + Penalty 107989.955754 = -117500897.394661
  nChanged 1077
Iteration 125Q (1832.210000 sec): 33 clusters
  Score: Raw -117608958.502484 + Penalty 107989.955754 = -117500968.546731
  nChanged 1033
Iteration 126Q (1841.550000 sec): 33 clusters
  Score: Raw -117609020.491564 + Penalty 107989.955754 = -117501030.535810
  nChanged 984
Iteration 127Q (1850.930000 sec): 33 clusters
  Score: Raw -117609080.320041 + Penalty 107989.955754 = -117501090.364287
  nChanged 901
Iteration 128Q (1860.260000 sec): 33 clusters
  Score: Raw -117609132.583095 + Penalty 107989.955754 = -117501142.627341
  nChanged 849
Iteration 129Q (1869.580000 sec): 33 clusters
  Score: Raw -117609180.870071 + Penalty 107989.955754 = -117501190.914317
  nChanged 819
Iteration 130Q (1878.940000 sec): 33 clusters
  Score: Raw -117609226.201677 + Penalty 107989.955754 = -117501236.245924
  nChanged 821
Iteration 131Q (1888.370000 sec): 33 clusters
  Score: Raw -117609269.381969 + Penalty 107989.955754 = -117501279.426215
  nChanged 765
Iteration 132Q (1898.310000 sec): 33 clusters
  Score: Raw -117609311.155764 + Penalty 107989.955754 = -117501321.200010
  nChanged 741
Iteration 133Q (1908.140000 sec): 33 clusters
  Score: Raw -117609347.469718 + Penalty 107989.955754 = -117501357.513964
  nChanged 686
Iteration 134Q (1916.420000 sec): 33 clusters
  Score: Raw -117609378.767976 + Penalty 107989.955754 = -117501388.812223
  nChanged 653
Iteration 135Q (1924.590000 sec): 33 clusters
  Score: Raw -117609408.107300 + Penalty 107989.955754 = -117501418.151546
  nChanged 630
Iteration 136Q (1932.510000 sec): 33 clusters
  Score: Raw -117609436.485850 + Penalty 107989.955754 = -117501446.530096
  nChanged 599
Iteration 137Q (1940.440000 sec): 33 clusters
  Score: Raw -117609462.687380 + Penalty 107989.955754 = -117501472.731627
  nChanged 572
Iteration 138Q (1948.330000 sec): 33 clusters
  Score: Raw -117609485.500876 + Penalty 107989.955754 = -117501495.545123
  nChanged 546
Writing temp clu file 
Because OldScore, -117501472.731627, is greater than current (better) Score,-117501495.545123 
 Compute initial score before splitting:   Score: Raw -117609485.500876 + Penalty 107989.955754 = -117501495.545123
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.480000 sec): 2 clusters
  Score: Raw -122761.033076 + Penalty 1666.315262 = -121094.717813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.480000 sec): 3 clusters
  Score: Raw -122584.455137 + Penalty 3332.630525 = -119251.824612
  nChanged 191
		SP:Iteration 1F (1948.490000 sec): 3 clusters
  Score: Raw -122830.838139 + Penalty 3332.630525 = -119498.207614
  nChanged 59
		SP:Iteration 2F (1948.490000 sec): 3 clusters
  Score: Raw -122920.339711 + Penalty 3332.630525 = -119587.709187
  nChanged 18
		SP:Iteration 3Q (1948.500000 sec): 3 clusters
  Score: Raw -122947.329868 + Penalty 3332.630525 = -119614.699343
  nChanged 11
		SP:Iteration 4Q (1948.500000 sec): 3 clusters
  Score: Raw -122965.399665 + Penalty 3332.630525 = -119632.769141
  nChanged 2
		SP:Iteration 5Q (1948.500000 sec): 3 clusters
  Score: Raw -122968.075764 + Penalty 3332.630525 = -119635.445239
  nChanged 3
		SP:Iteration 6Q (1948.500000 sec): 3 clusters
  Score: Raw -122973.226766 + Penalty 3332.630525 = -119640.596242
  nChanged 2
		SP:Iteration 7Q (1948.510000 sec): 3 clusters
  Score: Raw -122975.394227 + Penalty 3332.630525 = -119642.763702
  nChanged 1
		SP:Iteration 8Q (1948.510000 sec): 3 clusters
  Score: Raw -122978.285710 + Penalty 3332.630525 = -119645.655186
  nChanged 1
		SP:Iteration 9Q (1948.510000 sec): 3 clusters
  Score: Raw -122979.619761 + Penalty 3332.630525 = -119646.989237
  nChanged 0
		SP:Iteration 10F (1948.520000 sec): 3 clusters
  Score: Raw -122979.619761 + Penalty 3332.630525 = -119646.989237
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.520000 sec): 2 clusters
  Score: Raw -179904.369306 + Penalty 1762.234960 = -178142.134345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.530000 sec): 3 clusters
  Score: Raw -179558.160966 + Penalty 3524.469920 = -176033.691046
  nChanged 339
		SP:Iteration 1F (1948.530000 sec): 3 clusters
  Score: Raw -179955.082612 + Penalty 3524.469920 = -176430.612692
  nChanged 95
		SP:Iteration 2F (1948.540000 sec): 3 clusters
  Score: Raw -180117.788638 + Penalty 3524.469920 = -176593.318718
  nChanged 73
		SP:Iteration 3F (1948.540000 sec): 3 clusters
  Score: Raw -180234.076097 + Penalty 3524.469920 = -176709.606177
  nChanged 55
		SP:Iteration 4Q (1948.550000 sec): 3 clusters
  Score: Raw -180325.891170 + Penalty 3524.469920 = -176801.421250
  nChanged 54
		SP:Iteration 5Q (1948.550000 sec): 3 clusters
  Score: Raw -180434.509505 + Penalty 3524.469920 = -176910.039585
  nChanged 42
		SP:Iteration 6Q (1948.560000 sec): 3 clusters
  Score: Raw -180511.603525 + Penalty 3524.469920 = -176987.133605
  nChanged 31
		SP:Iteration 7Q (1948.560000 sec): 3 clusters
  Score: Raw -180560.030250 + Penalty 3524.469920 = -177035.560330
  nChanged 22
		SP:Iteration 8Q (1948.560000 sec): 3 clusters
  Score: Raw -180590.635345 + Penalty 3524.469920 = -177066.165424
  nChanged 12
		SP:Iteration 9Q (1948.570000 sec): 3 clusters
  Score: Raw -180605.850145 + Penalty 3524.469920 = -177081.380225
  nChanged 4
		SP:Iteration 10Q (1948.580000 sec): 3 clusters
  Score: Raw -180613.314043 + Penalty 3524.469920 = -177088.844122
  nChanged 5
		SP:Iteration 11Q (1948.580000 sec): 3 clusters
  Score: Raw -180618.747225 + Penalty 3524.469920 = -177094.277304
  nChanged 4
		SP:Iteration 12Q (1948.580000 sec): 3 clusters
  Score: Raw -180623.706051 + Penalty 3524.469920 = -177099.236130
  nChanged 3
		SP:Iteration 13Q (1948.590000 sec): 3 clusters
  Score: Raw -180628.356503 + Penalty 3524.469920 = -177103.886583
  nChanged 3
		SP:Iteration 14Q (1948.590000 sec): 3 clusters
  Score: Raw -180631.257036 + Penalty 3524.469920 = -177106.787116
  nChanged 4
		SP:Iteration 15Q (1948.600000 sec): 3 clusters
  Score: Raw -180636.594247 + Penalty 3524.469920 = -177112.124327
  nChanged 2
		SP:Iteration 16Q (1948.600000 sec): 3 clusters
  Score: Raw -180638.301494 + Penalty 3524.469920 = -177113.831574
  nChanged 2
		SP:Iteration 17Q (1948.600000 sec): 3 clusters
  Score: Raw -180639.875530 + Penalty 3524.469920 = -177115.405610
  nChanged 0
		SP:Iteration 18F (1948.610000 sec): 3 clusters
  Score: Raw -180639.875530 + Penalty 3524.469920 = -177115.405610
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.610000 sec): 2 clusters
  Score: Raw -23069.023176 + Penalty 1302.563810 = -21766.459365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.610000 sec): 3 clusters
  Score: Raw -23468.295910 + Penalty 2605.127620 = -20863.168290
  nChanged 30
		SP:Iteration 1F (1948.620000 sec): 3 clusters
  Score: Raw -23660.517092 + Penalty 2605.127620 = -21055.389472
  nChanged 3
		SP:Iteration 2Q (1948.620000 sec): 3 clusters
  Score: Raw -23678.801711 + Penalty 2605.127620 = -21073.674091
  nChanged 3
		SP:Iteration 3Q (1948.620000 sec): 3 clusters
  Score: Raw -23698.415717 + Penalty 2605.127620 = -21093.288097
  nChanged 0
		SP:Iteration 4F (1948.620000 sec): 3 clusters
  Score: Raw -23698.415717 + Penalty 2605.127620 = -21093.288097
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (1799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.620000 sec): 2 clusters
  Score: Raw -263929.950123 + Penalty 1858.756586 = -262071.193537
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.630000 sec): 3 clusters
  Score: Raw -263313.669945 + Penalty 3717.513172 = -259596.156773
  nChanged 566
		SP:Iteration 1F (1948.640000 sec): 3 clusters
  Score: Raw -263730.088507 + Penalty 3717.513172 = -260012.575335
  nChanged 125
		SP:Iteration 2F (1948.650000 sec): 3 clusters
  Score: Raw -263832.817267 + Penalty 3717.513172 = -260115.304095
  nChanged 56
		SP:Iteration 3Q (1948.650000 sec): 3 clusters
  Score: Raw -263875.909010 + Penalty 3717.513172 = -260158.395838
  nChanged 37
		SP:Iteration 4Q (1948.660000 sec): 3 clusters
  Score: Raw -263906.370235 + Penalty 3717.513172 = -260188.857063
  nChanged 24
		SP:Iteration 5Q (1948.670000 sec): 3 clusters
  Score: Raw -263922.328927 + Penalty 3717.513172 = -260204.815755
  nChanged 23
		SP:Iteration 6Q (1948.680000 sec): 3 clusters
  Score: Raw -263940.306797 + Penalty 3717.513172 = -260222.793625
  nChanged 15
		SP:Iteration 7Q (1948.680000 sec): 3 clusters
  Score: Raw -263950.265884 + Penalty 3717.513172 = -260232.752712
  nChanged 12
		SP:Iteration 8Q (1948.690000 sec): 3 clusters
  Score: Raw -263957.777165 + Penalty 3717.513172 = -260240.263993
  nChanged 7
		SP:Iteration 9Q (1948.700000 sec): 3 clusters
  Score: Raw -263964.085277 + Penalty 3717.513172 = -260246.572105
  nChanged 8
		SP:Iteration 10Q (1948.700000 sec): 3 clusters
  Score: Raw -263968.763969 + Penalty 3717.513172 = -260251.250797
  nChanged 9
		SP:Iteration 11Q (1948.710000 sec): 3 clusters
  Score: Raw -263975.964076 + Penalty 3717.513172 = -260258.450904
  nChanged 7
		SP:Iteration 12Q (1948.720000 sec): 3 clusters
  Score: Raw -263980.264560 + Penalty 3717.513172 = -260262.751388
  nChanged 6
		SP:Iteration 13Q (1948.720000 sec): 3 clusters
  Score: Raw -263984.638158 + Penalty 3717.513172 = -260267.124986
  nChanged 9
		SP:Iteration 14Q (1948.730000 sec): 3 clusters
  Score: Raw -263991.788326 + Penalty 3717.513172 = -260274.275154
  nChanged 8
		SP:Iteration 15Q (1948.740000 sec): 3 clusters
  Score: Raw -263997.842809 + Penalty 3717.513172 = -260280.329637
  nChanged 6
		SP:Iteration 16Q (1948.740000 sec): 3 clusters
  Score: Raw -264000.793648 + Penalty 3717.513172 = -260283.280476
  nChanged 3
		SP:Iteration 17Q (1948.750000 sec): 3 clusters
  Score: Raw -264002.307114 + Penalty 3717.513172 = -260284.793942
  nChanged 4
		SP:Iteration 18Q (1948.760000 sec): 3 clusters
  Score: Raw -264004.342043 + Penalty 3717.513172 = -260286.828871
  nChanged 5
		SP:Iteration 19Q (1948.760000 sec): 3 clusters
  Score: Raw -264007.813814 + Penalty 3717.513172 = -260290.300642
  nChanged 5
		SP:Iteration 20F (1948.770000 sec): 3 clusters
  Score: Raw -264011.262733 + Penalty 3717.513172 = -260293.749561
  nChanged 5
		SP:Iteration 21Q (1948.780000 sec): 3 clusters
  Score: Raw -264013.529379 + Penalty 3717.513172 = -260296.016207
  nChanged 0
		SP:Iteration 22F (1948.790000 sec): 3 clusters
  Score: Raw -264013.529379 + Penalty 3717.513172 = -260296.016207
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.790000 sec): 2 clusters
  Score: Raw -74510.919430 + Penalty 1556.607585 = -72954.311845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.790000 sec): 3 clusters
  Score: Raw -74570.559582 + Penalty 3113.215171 = -71457.344411
  nChanged 97
		SP:Iteration 1F (1948.800000 sec): 3 clusters
  Score: Raw -74714.980255 + Penalty 3113.215171 = -71601.765084
  nChanged 13
		SP:Iteration 2Q (1948.800000 sec): 3 clusters
  Score: Raw -74749.455089 + Penalty 3113.215171 = -71636.239918
  nChanged 10
		SP:Iteration 3Q (1948.800000 sec): 3 clusters
  Score: Raw -74776.693986 + Penalty 3113.215171 = -71663.478815
  nChanged 6
		SP:Iteration 4Q (1948.800000 sec): 3 clusters
  Score: Raw -74784.207336 + Penalty 3113.215171 = -71670.992166
  nChanged 0
		SP:Iteration 5F (1948.800000 sec): 3 clusters
  Score: Raw -74784.207336 + Penalty 3113.215171 = -71670.992166
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17742 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.880000 sec): 2 clusters
  Score: Raw -2450377.827892 + Penalty 2426.355117 = -2447951.472775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.950000 sec): 3 clusters
  Score: Raw -2440132.560776 + Penalty 4852.710235 = -2435279.850541
  nChanged 7804
		SP:Iteration 1F (1949.020000 sec): 3 clusters
  Score: Raw -2444488.012558 + Penalty 4852.710235 = -2439635.302323
  nChanged 1085
		SP:Iteration 2F (1949.100000 sec): 3 clusters
  Score: Raw -2445054.433371 + Penalty 4852.710235 = -2440201.723136
  nChanged 1033
		SP:Iteration 3F (1949.170000 sec): 3 clusters
  Score: Raw -2445653.964421 + Penalty 4852.710235 = -2440801.254187
  nChanged 1045
		SP:Iteration 4F (1949.240000 sec): 3 clusters
  Score: Raw -2446366.813202 + Penalty 4852.710235 = -2441514.102968
  nChanged 1094
		SP:Iteration 5F (1949.310000 sec): 3 clusters
  Score: Raw -2447126.813230 + Penalty 4852.710235 = -2442274.102996
  nChanged 1076
		SP:Iteration 6F (1949.380000 sec): 3 clusters
  Score: Raw -2447917.881384 + Penalty 4852.710235 = -2443065.171150
  nChanged 994
		SP:Iteration 7F (1949.460000 sec): 3 clusters
  Score: Raw -2448656.371503 + Penalty 4852.710235 = -2443803.661269
  nChanged 831
		SP:Iteration 8Q (1949.530000 sec): 3 clusters
  Score: Raw -2449293.755412 + Penalty 4852.710235 = -2444441.045177
  nChanged 739
		SP:Iteration 9Q (1949.600000 sec): 3 clusters
  Score: Raw -2449778.258028 + Penalty 4852.710235 = -2444925.547794
  nChanged 565
		SP:Iteration 10Q (1949.670000 sec): 3 clusters
  Score: Raw -2450065.627063 + Penalty 4852.710235 = -2445212.916829
  nChanged 377
		SP:Iteration 11Q (1949.740000 sec): 3 clusters
  Score: Raw -2450212.449090 + Penalty 4852.710235 = -2445359.738855
  nChanged 251
		SP:Iteration 12Q (1949.810000 sec): 3 clusters
  Score: Raw -2450286.251026 + Penalty 4852.710235 = -2445433.540791
  nChanged 170
		SP:Iteration 13Q (1949.880000 sec): 3 clusters
  Score: Raw -2450327.878917 + Penalty 4852.710235 = -2445475.168683
  nChanged 132
		SP:Iteration 14Q (1949.940000 sec): 3 clusters
  Score: Raw -2450360.655961 + Penalty 4852.710235 = -2445507.945727
  nChanged 115
		SP:Iteration 15Q (1950.010000 sec): 3 clusters
  Score: Raw -2450394.167371 + Penalty 4852.710235 = -2445541.457137
  nChanged 122
		SP:Iteration 16Q (1950.070000 sec): 3 clusters
  Score: Raw -2450427.396162 + Penalty 4852.710235 = -2445574.685927
  nChanged 103
		SP:Iteration 17Q (1950.130000 sec): 3 clusters
  Score: Raw -2450451.502585 + Penalty 4852.710235 = -2445598.792350
  nChanged 89
		SP:Iteration 18Q (1950.190000 sec): 3 clusters
  Score: Raw -2450469.420976 + Penalty 4852.710235 = -2445616.710741
  nChanged 86
		SP:Iteration 19Q (1950.250000 sec): 3 clusters
  Score: Raw -2450486.917746 + Penalty 4852.710235 = -2445634.207511
  nChanged 80
		SP:Iteration 20F (1950.310000 sec): 3 clusters
  Score: Raw -2450500.847311 + Penalty 4852.710235 = -2445648.137076
  nChanged 73
		SP:Iteration 21Q (1950.370000 sec): 3 clusters
  Score: Raw -2450513.368525 + Penalty 4852.710235 = -2445660.658290
  nChanged 61
		SP:Iteration 22Q (1950.430000 sec): 3 clusters
  Score: Raw -2450523.910924 + Penalty 4852.710235 = -2445671.200690
  nChanged 54
		SP:Iteration 23Q (1950.490000 sec): 3 clusters
  Score: Raw -2450533.108228 + Penalty 4852.710235 = -2445680.397993
  nChanged 55
		SP:Iteration 24Q (1950.550000 sec): 3 clusters
  Score: Raw -2450543.247808 + Penalty 4852.710235 = -2445690.537573
  nChanged 45
		SP:Iteration 25Q (1950.610000 sec): 3 clusters
  Score: Raw -2450550.686741 + Penalty 4852.710235 = -2445697.976506
  nChanged 34
		SP:Iteration 26Q (1950.670000 sec): 3 clusters
  Score: Raw -2450556.469434 + Penalty 4852.710235 = -2445703.759200
  nChanged 33
		SP:Iteration 27Q (1950.730000 sec): 3 clusters
  Score: Raw -2450561.487419 + Penalty 4852.710235 = -2445708.777184
  nChanged 30
		SP:Iteration 28Q (1950.790000 sec): 3 clusters
  Score: Raw -2450565.572900 + Penalty 4852.710235 = -2445712.862665
  nChanged 27
		SP:Iteration 29Q (1950.840000 sec): 3 clusters
  Score: Raw -2450568.738584 + Penalty 4852.710235 = -2445716.028349
  nChanged 23
		SP:Iteration 30Q (1950.900000 sec): 3 clusters
  Score: Raw -2450571.581164 + Penalty 4852.710235 = -2445718.870929
  nChanged 15
		SP:Iteration 31Q (1950.960000 sec): 3 clusters
  Score: Raw -2450573.261941 + Penalty 4852.710235 = -2445720.551706
  nChanged 17
		SP:Iteration 32Q (1951.020000 sec): 3 clusters
  Score: Raw -2450574.720513 + Penalty 4852.710235 = -2445722.010279
  nChanged 14
		SP:Iteration 33Q (1951.080000 sec): 3 clusters
  Score: Raw -2450575.964278 + Penalty 4852.710235 = -2445723.254043
  nChanged 17
		SP:Iteration 34Q (1951.140000 sec): 3 clusters
  Score: Raw -2450577.696330 + Penalty 4852.710235 = -2445724.986095
  nChanged 16
		SP:Iteration 35Q (1951.200000 sec): 3 clusters
  Score: Raw -2450579.514559 + Penalty 4852.710235 = -2445726.804324
  nChanged 11
		SP:Iteration 36Q (1951.260000 sec): 3 clusters
  Score: Raw -2450580.913396 + Penalty 4852.710235 = -2445728.203161
  nChanged 17
		SP:Iteration 37Q (1951.320000 sec): 3 clusters
  Score: Raw -2450582.930685 + Penalty 4852.710235 = -2445730.220450
  nChanged 16
		SP:Iteration 38Q (1951.380000 sec): 3 clusters
  Score: Raw -2450584.984883 + Penalty 4852.710235 = -2445732.274648
  nChanged 19
		SP:Iteration 39Q (1951.440000 sec): 3 clusters
  Score: Raw -2450587.377420 + Penalty 4852.710235 = -2445734.667186
  nChanged 19
		SP:Iteration 40F (1951.500000 sec): 3 clusters
  Score: Raw -2450590.031585 + Penalty 4852.710235 = -2445737.321350
  nChanged 30
		SP:Iteration 41Q (1951.560000 sec): 3 clusters
  Score: Raw -2450594.200474 + Penalty 4852.710235 = -2445741.490239
  nChanged 32
		SP:Iteration 42Q (1951.620000 sec): 3 clusters
  Score: Raw -2450598.651168 + Penalty 4852.710235 = -2445745.940933
  nChanged 28
		SP:Iteration 43Q (1951.680000 sec): 3 clusters
  Score: Raw -2450602.496432 + Penalty 4852.710235 = -2445749.786197
  nChanged 29
		SP:Iteration 44Q (1951.730000 sec): 3 clusters
  Score: Raw -2450606.729651 + Penalty 4852.710235 = -2445754.019416
  nChanged 24
		SP:Iteration 45Q (1951.790000 sec): 3 clusters
  Score: Raw -2450609.441103 + Penalty 4852.710235 = -2445756.730868
  nChanged 27
		SP:Iteration 46Q (1951.850000 sec): 3 clusters
  Score: Raw -2450613.026077 + Penalty 4852.710235 = -2445760.315843
  nChanged 18
		SP:Iteration 47Q (1951.910000 sec): 3 clusters
  Score: Raw -2450615.332158 + Penalty 4852.710235 = -2445762.621924
  nChanged 24
		SP:Iteration 48Q (1951.970000 sec): 3 clusters
  Score: Raw -2450618.663737 + Penalty 4852.710235 = -2445765.953503
  nChanged 14
		SP:Iteration 49Q (1952.030000 sec): 3 clusters
  Score: Raw -2450620.601976 + Penalty 4852.710235 = -2445767.891741
  nChanged 14
		SP:Iteration 50Q (1952.090000 sec): 3 clusters
  Score: Raw -2450622.128231 + Penalty 4852.710235 = -2445769.417997
  nChanged 10
		SP:Iteration 51Q (1952.150000 sec): 3 clusters
  Score: Raw -2450623.553854 + Penalty 4852.710235 = -2445770.843619
  nChanged 12
		SP:Iteration 52Q (1952.200000 sec): 3 clusters
  Score: Raw -2450625.665676 + Penalty 4852.710235 = -2445772.955442
  nChanged 18
		SP:Iteration 53Q (1952.260000 sec): 3 clusters
  Score: Raw -2450628.807578 + Penalty 4852.710235 = -2445776.097344
  nChanged 16
		SP:Iteration 54Q (1952.320000 sec): 3 clusters
  Score: Raw -2450631.316380 + Penalty 4852.710235 = -2445778.606145
  nChanged 17
		SP:Iteration 55Q (1952.380000 sec): 3 clusters
  Score: Raw -2450633.832652 + Penalty 4852.710235 = -2445781.122417
  nChanged 14
		SP:Iteration 56Q (1952.440000 sec): 3 clusters
  Score: Raw -2450635.568950 + Penalty 4852.710235 = -2445782.858716
  nChanged 14
		SP:Iteration 57Q (1952.500000 sec): 3 clusters
  Score: Raw -2450637.545969 + Penalty 4852.710235 = -2445784.835734
  nChanged 18
		SP:Iteration 58Q (1952.560000 sec): 3 clusters
  Score: Raw -2450639.745101 + Penalty 4852.710235 = -2445787.034866
  nChanged 23
		SP:Iteration 59Q (1952.620000 sec): 3 clusters
  Score: Raw -2450642.123275 + Penalty 4852.710235 = -2445789.413040
  nChanged 24
		SP:Iteration 60F (1952.680000 sec): 3 clusters
  Score: Raw -2450645.014497 + Penalty 4852.710235 = -2445792.304262
  nChanged 21
		SP:Iteration 61Q (1952.740000 sec): 3 clusters
  Score: Raw -2450647.938056 + Penalty 4852.710235 = -2445795.227822
  nChanged 22
		SP:Iteration 62Q (1952.800000 sec): 3 clusters
  Score: Raw -2450651.331196 + Penalty 4852.710235 = -2445798.620961
  nChanged 20
		SP:Iteration 63Q (1952.860000 sec): 3 clusters
  Score: Raw -2450653.792697 + Penalty 4852.710235 = -2445801.082463
  nChanged 14
		SP:Iteration 64Q (1952.920000 sec): 3 clusters
  Score: Raw -2450655.420919 + Penalty 4852.710235 = -2445802.710684
  nChanged 21
		SP:Iteration 65Q (1952.980000 sec): 3 clusters
  Score: Raw -2450657.306683 + Penalty 4852.710235 = -2445804.596448
  nChanged 18
		SP:Iteration 66Q (1953.040000 sec): 3 clusters
  Score: Raw -2450659.135051 + Penalty 4852.710235 = -2445806.424817
  nChanged 18
		SP:Iteration 67Q (1953.100000 sec): 3 clusters
  Score: Raw -2450661.810833 + Penalty 4852.710235 = -2445809.100599
  nChanged 17
		SP:Iteration 68Q (1953.150000 sec): 3 clusters
  Score: Raw -2450664.187777 + Penalty 4852.710235 = -2445811.477543
  nChanged 22
		SP:Iteration 69Q (1953.210000 sec): 3 clusters
  Score: Raw -2450667.483541 + Penalty 4852.710235 = -2445814.773306
  nChanged 24
		SP:Iteration 70Q (1953.270000 sec): 3 clusters
  Score: Raw -2450671.338922 + Penalty 4852.710235 = -2445818.628687
  nChanged 26
		SP:Iteration 71Q (1953.330000 sec): 3 clusters
  Score: Raw -2450675.781209 + Penalty 4852.710235 = -2445823.070975
  nChanged 26
		SP:Iteration 72Q (1953.380000 sec): 3 clusters
  Score: Raw -2450679.687892 + Penalty 4852.710235 = -2445826.977657
  nChanged 21
		SP:Iteration 73Q (1953.440000 sec): 3 clusters
  Score: Raw -2450683.210822 + Penalty 4852.710235 = -2445830.500587
  nChanged 26
		SP:Iteration 74Q (1953.500000 sec): 3 clusters
  Score: Raw -2450687.402034 + Penalty 4852.710235 = -2445834.691799
  nChanged 27
		SP:Iteration 75Q (1953.560000 sec): 3 clusters
  Score: Raw -2450693.735940 + Penalty 4852.710235 = -2445841.025705
  nChanged 31
		SP:Iteration 76Q (1953.620000 sec): 3 clusters
  Score: Raw -2450698.637271 + Penalty 4852.710235 = -2445845.927036
  nChanged 27
		SP:Iteration 77Q (1953.680000 sec): 3 clusters
  Score: Raw -2450702.515893 + Penalty 4852.710235 = -2445849.805658
  nChanged 30
		SP:Iteration 78Q (1953.730000 sec): 3 clusters
  Score: Raw -2450707.550181 + Penalty 4852.710235 = -2445854.839947
  nChanged 26
		SP:Iteration 79Q (1953.790000 sec): 3 clusters
  Score: Raw -2450713.590018 + Penalty 4852.710235 = -2445860.879783
  nChanged 34
		SP:Iteration 80F (1953.850000 sec): 3 clusters
  Score: Raw -2450719.579372 + Penalty 4852.710235 = -2445866.869138
  nChanged 33
		SP:Iteration 81Q (1953.910000 sec): 3 clusters
  Score: Raw -2450725.558360 + Penalty 4852.710235 = -2445872.848125
  nChanged 37
		SP:Iteration 82Q (1953.970000 sec): 3 clusters
  Score: Raw -2450732.581026 + Penalty 4852.710235 = -2445879.870791
  nChanged 39
		SP:Iteration 83Q (1954.030000 sec): 3 clusters
  Score: Raw -2450742.663391 + Penalty 4852.710235 = -2445889.953156
  nChanged 48
		SP:Iteration 84Q (1954.090000 sec): 3 clusters
  Score: Raw -2450751.425428 + Penalty 4852.710235 = -2445898.715193
  nChanged 39
		SP:Iteration 85Q (1954.140000 sec): 3 clusters
  Score: Raw -2450758.334816 + Penalty 4852.710235 = -2445905.624581
  nChanged 29
		SP:Iteration 86Q (1954.200000 sec): 3 clusters
  Score: Raw -2450763.132205 + Penalty 4852.710235 = -2445910.421971
  nChanged 19
		SP:Iteration 87Q (1954.260000 sec): 3 clusters
  Score: Raw -2450765.785210 + Penalty 4852.710235 = -2445913.074976
  nChanged 14
		SP:Iteration 88Q (1954.320000 sec): 3 clusters
  Score: Raw -2450768.206852 + Penalty 4852.710235 = -2445915.496618
  nChanged 16
		SP:Iteration 89Q (1954.370000 sec): 3 clusters
  Score: Raw -2450770.583502 + Penalty 4852.710235 = -2445917.873267
  nChanged 18
		SP:Iteration 90Q (1954.430000 sec): 3 clusters
  Score: Raw -2450773.198764 + Penalty 4852.710235 = -2445920.488530
  nChanged 19
		SP:Iteration 91Q (1954.480000 sec): 3 clusters
  Score: Raw -2450775.576873 + Penalty 4852.710235 = -2445922.866638
  nChanged 20
		SP:Iteration 92Q (1954.540000 sec): 3 clusters
  Score: Raw -2450778.260061 + Penalty 4852.710235 = -2445925.549826
  nChanged 23
		SP:Iteration 93Q (1954.600000 sec): 3 clusters
  Score: Raw -2450782.612515 + Penalty 4852.710235 = -2445929.902280
  nChanged 29
		SP:Iteration 94Q (1954.660000 sec): 3 clusters
  Score: Raw -2450789.051392 + Penalty 4852.710235 = -2445936.341157
  nChanged 28
		SP:Iteration 95Q (1954.720000 sec): 3 clusters
  Score: Raw -2450794.762829 + Penalty 4852.710235 = -2445942.052594
  nChanged 32
		SP:Iteration 96Q (1954.770000 sec): 3 clusters
  Score: Raw -2450799.979352 + Penalty 4852.710235 = -2445947.269117
  nChanged 27
		SP:Iteration 97Q (1954.830000 sec): 3 clusters
  Score: Raw -2450803.517545 + Penalty 4852.710235 = -2445950.807310
  nChanged 33
		SP:Iteration 98Q (1954.880000 sec): 3 clusters
  Score: Raw -2450808.763931 + Penalty 4852.710235 = -2445956.053696
  nChanged 34
		SP:Iteration 99Q (1954.940000 sec): 3 clusters
  Score: Raw -2450814.190214 + Penalty 4852.710235 = -2445961.479980
  nChanged 21
		SP:Iteration 100F (1955.010000 sec): 3 clusters
  Score: Raw -2450817.811420 + Penalty 4852.710235 = -2445965.101186
  nChanged 29
		SP:Iteration 101Q (1955.060000 sec): 3 clusters
  Score: Raw -2450822.706278 + Penalty 4852.710235 = -2445969.996043
  nChanged 31
		SP:Iteration 102Q (1955.120000 sec): 3 clusters
  Score: Raw -2450829.138863 + Penalty 4852.710235 = -2445976.428629
  nChanged 46
		SP:Iteration 103Q (1955.180000 sec): 3 clusters
  Score: Raw -2450837.228489 + Penalty 4852.710235 = -2445984.518254
  nChanged 38
		SP:Iteration 104Q (1955.230000 sec): 3 clusters
  Score: Raw -2450844.898547 + Penalty 4852.710235 = -2445992.188312
  nChanged 37
		SP:Iteration 105Q (1955.290000 sec): 3 clusters
  Score: Raw -2450854.142941 + Penalty 4852.710235 = -2446001.432707
  nChanged 40
		SP:Iteration 106Q (1955.340000 sec): 3 clusters
  Score: Raw -2450861.889256 + Penalty 4852.710235 = -2446009.179021
  nChanged 35
		SP:Iteration 107Q (1955.400000 sec): 3 clusters
  Score: Raw -2450870.011360 + Penalty 4852.710235 = -2446017.301125
  nChanged 42
		SP:Iteration 108Q (1955.460000 sec): 3 clusters
  Score: Raw -2450877.775709 + Penalty 4852.710235 = -2446025.065475
  nChanged 39
		SP:Iteration 109Q (1955.520000 sec): 3 clusters
  Score: Raw -2450885.886414 + Penalty 4852.710235 = -2446033.176179
  nChanged 42
		SP:Iteration 110Q (1955.570000 sec): 3 clusters
  Score: Raw -2450894.244864 + Penalty 4852.710235 = -2446041.534629
  nChanged 43
		SP:Iteration 111Q (1955.630000 sec): 3 clusters
  Score: Raw -2450903.711241 + Penalty 4852.710235 = -2446051.001007
  nChanged 45
		SP:Iteration 112Q (1955.680000 sec): 3 clusters
  Score: Raw -2450917.704137 + Penalty 4852.710235 = -2446064.993902
  nChanged 53
		SP:Iteration 113Q (1955.740000 sec): 3 clusters
  Score: Raw -2450932.751464 + Penalty 4852.710235 = -2446080.041230
  nChanged 63
		SP:Iteration 114Q (1955.800000 sec): 3 clusters
  Score: Raw -2450951.421347 + Penalty 4852.710235 = -2446098.711112
  nChanged 64
		SP:Iteration 115Q (1955.850000 sec): 3 clusters
  Score: Raw -2450969.446023 + Penalty 4852.710235 = -2446116.735788
  nChanged 55
		SP:Iteration 116Q (1955.910000 sec): 3 clusters
  Score: Raw -2450982.926038 + Penalty 4852.710235 = -2446130.215804
  nChanged 44
		SP:Iteration 117Q (1955.960000 sec): 3 clusters
  Score: Raw -2450994.826830 + Penalty 4852.710235 = -2446142.116596
  nChanged 55
		SP:Iteration 118Q (1956.010000 sec): 3 clusters
  Score: Raw -2451008.864392 + Penalty 4852.710235 = -2446156.154157
  nChanged 56
		SP:Iteration 119Q (1956.070000 sec): 3 clusters
  Score: Raw -2451025.099203 + Penalty 4852.710235 = -2446172.388968
  nChanged 62
		SP:Iteration 120F (1956.130000 sec): 3 clusters
  Score: Raw -2451043.893301 + Penalty 4852.710235 = -2446191.183066
  nChanged 62
		SP:Iteration 121Q (1956.190000 sec): 3 clusters
  Score: Raw -2451059.531463 + Penalty 4852.710235 = -2446206.821228
  nChanged 62
		SP:Iteration 122Q (1956.240000 sec): 3 clusters
  Score: Raw -2451077.170006 + Penalty 4852.710235 = -2446224.459771
  nChanged 65
		SP:Iteration 123Q (1956.300000 sec): 3 clusters
  Score: Raw -2451094.597628 + Penalty 4852.710235 = -2446241.887394
  nChanged 57
		SP:Iteration 124Q (1956.350000 sec): 3 clusters
  Score: Raw -2451113.567342 + Penalty 4852.710235 = -2446260.857107
  nChanged 72
		SP:Iteration 125Q (1956.400000 sec): 3 clusters
  Score: Raw -2451134.384605 + Penalty 4852.710235 = -2446281.674370
  nChanged 54
		SP:Iteration 126Q (1956.460000 sec): 3 clusters
  Score: Raw -2451149.226382 + Penalty 4852.710235 = -2446296.516147
  nChanged 47
		SP:Iteration 127Q (1956.510000 sec): 3 clusters
  Score: Raw -2451164.615426 + Penalty 4852.710235 = -2446311.905191
  nChanged 51
		SP:Iteration 128Q (1956.570000 sec): 3 clusters
  Score: Raw -2451180.455974 + Penalty 4852.710235 = -2446327.745739
  nChanged 45
		SP:Iteration 129Q (1956.620000 sec): 3 clusters
  Score: Raw -2451194.131031 + Penalty 4852.710235 = -2446341.420797
  nChanged 44
		SP:Iteration 130Q (1956.670000 sec): 3 clusters
  Score: Raw -2451207.782143 + Penalty 4852.710235 = -2446355.071908
  nChanged 38
		SP:Iteration 131Q (1956.730000 sec): 3 clusters
  Score: Raw -2451219.561254 + Penalty 4852.710235 = -2446366.851019
  nChanged 40
		SP:Iteration 132Q (1956.780000 sec): 3 clusters
  Score: Raw -2451233.692654 + Penalty 4852.710235 = -2446380.982419
  nChanged 44
		SP:Iteration 133Q (1956.830000 sec): 3 clusters
  Score: Raw -2451246.977250 + Penalty 4852.710235 = -2446394.267015
  nChanged 37
		SP:Iteration 134Q (1956.890000 sec): 3 clusters
  Score: Raw -2451258.130372 + Penalty 4852.710235 = -2446405.420137
  nChanged 31
		SP:Iteration 135Q (1956.940000 sec): 3 clusters
  Score: Raw -2451266.334145 + Penalty 4852.710235 = -2446413.623911
  nChanged 26
		SP:Iteration 136Q (1956.990000 sec): 3 clusters
  Score: Raw -2451273.496564 + Penalty 4852.710235 = -2446420.786330
  nChanged 28
		SP:Iteration 137Q (1957.050000 sec): 3 clusters
  Score: Raw -2451280.589981 + Penalty 4852.710235 = -2446427.879746
  nChanged 26
		SP:Iteration 138Q (1957.100000 sec): 3 clusters
  Score: Raw -2451286.237658 + Penalty 4852.710235 = -2446433.527423
  nChanged 29
		SP:Iteration 139Q (1957.150000 sec): 3 clusters
  Score: Raw -2451293.172446 + Penalty 4852.710235 = -2446440.462211
  nChanged 13
		SP:Iteration 140F (1957.220000 sec): 3 clusters
  Score: Raw -2451296.250571 + Penalty 4852.710235 = -2446443.540336
  nChanged 16
		SP:Iteration 141Q (1957.270000 sec): 3 clusters
  Score: Raw -2451299.502801 + Penalty 4852.710235 = -2446446.792566
  nChanged 16
		SP:Iteration 142Q (1957.320000 sec): 3 clusters
  Score: Raw -2451303.613268 + Penalty 4852.710235 = -2446450.903033
  nChanged 14
		SP:Iteration 143Q (1957.370000 sec): 3 clusters
  Score: Raw -2451308.079460 + Penalty 4852.710235 = -2446455.369226
  nChanged 18
		SP:Iteration 144Q (1957.430000 sec): 3 clusters
  Score: Raw -2451313.039585 + Penalty 4852.710235 = -2446460.329350
  nChanged 21
		SP:Iteration 145Q (1957.480000 sec): 3 clusters
  Score: Raw -2451318.185804 + Penalty 4852.710235 = -2446465.475569
  nChanged 10
		SP:Iteration 146Q (1957.530000 sec): 3 clusters
  Score: Raw -2451321.500183 + Penalty 4852.710235 = -2446468.789949
  nChanged 9
		SP:Iteration 147Q (1957.580000 sec): 3 clusters
  Score: Raw -2451323.598755 + Penalty 4852.710235 = -2446470.888520
  nChanged 12
		SP:Iteration 148Q (1957.630000 sec): 3 clusters
  Score: Raw -2451326.065765 + Penalty 4852.710235 = -2446473.355530
  nChanged 7
		SP:Iteration 149Q (1957.690000 sec): 3 clusters
  Score: Raw -2451328.032948 + Penalty 4852.710235 = -2446475.322714
  nChanged 8
		SP:Iteration 150Q (1957.740000 sec): 3 clusters
  Score: Raw -2451329.657193 + Penalty 4852.710235 = -2446476.946958
  nChanged 8
		SP:Iteration 151Q (1957.790000 sec): 3 clusters
  Score: Raw -2451331.526588 + Penalty 4852.710235 = -2446478.816353
  nChanged 12
		SP:Iteration 152Q (1957.840000 sec): 3 clusters
  Score: Raw -2451333.899361 + Penalty 4852.710235 = -2446481.189126
  nChanged 6
		SP:Iteration 153Q (1957.890000 sec): 3 clusters
  Score: Raw -2451335.975525 + Penalty 4852.710235 = -2446483.265290
  nChanged 6
		SP:Iteration 154Q (1957.950000 sec): 3 clusters
  Score: Raw -2451337.933882 + Penalty 4852.710235 = -2446485.223647
  nChanged 10
		SP:Iteration 155Q (1957.990000 sec): 3 clusters
  Score: Raw -2451340.356864 + Penalty 4852.710235 = -2446487.646629
  nChanged 8
		SP:Iteration 156Q (1958.050000 sec): 3 clusters
  Score: Raw -2451342.057869 + Penalty 4852.710235 = -2446489.347635
  nChanged 3
		SP:Iteration 157Q (1958.100000 sec): 3 clusters
  Score: Raw -2451343.269883 + Penalty 4852.710235 = -2446490.559649
  nChanged 6
		SP:Iteration 158Q (1958.150000 sec): 3 clusters
  Score: Raw -2451345.287072 + Penalty 4852.710235 = -2446492.576837
  nChanged 9
		SP:Iteration 159Q (1958.210000 sec): 3 clusters
  Score: Raw -2451347.731074 + Penalty 4852.710235 = -2446495.020839
  nChanged 6
		SP:Iteration 160F (1958.270000 sec): 3 clusters
  Score: Raw -2451348.967480 + Penalty 4852.710235 = -2446496.257246
  nChanged 4
		SP:Iteration 161Q (1958.320000 sec): 3 clusters
  Score: Raw -2451349.466165 + Penalty 4852.710235 = -2446496.755930
  nChanged 2
		SP:Iteration 162Q (1958.370000 sec): 3 clusters
  Score: Raw -2451349.949201 + Penalty 4852.710235 = -2446497.238966
  nChanged 1
		SP:Iteration 163Q (1958.420000 sec): 3 clusters
  Score: Raw -2451350.121986 + Penalty 4852.710235 = -2446497.411752
  nChanged 1
		SP:Iteration 164Q (1958.470000 sec): 3 clusters
  Score: Raw -2451350.513861 + Penalty 4852.710235 = -2446497.803627
  nChanged 1
		SP:Iteration 165Q (1958.530000 sec): 3 clusters
  Score: Raw -2451350.818811 + Penalty 4852.710235 = -2446498.108576
  nChanged 2
		SP:Iteration 166Q (1958.580000 sec): 3 clusters
  Score: Raw -2451351.717830 + Penalty 4852.710235 = -2446499.007595
  nChanged 4
		SP:Iteration 167Q (1958.630000 sec): 3 clusters
  Score: Raw -2451352.442174 + Penalty 4852.710235 = -2446499.731940
  nChanged 5
		SP:Iteration 168Q (1958.680000 sec): 3 clusters
  Score: Raw -2451353.169937 + Penalty 4852.710235 = -2446500.459703
  nChanged 4
		SP:Iteration 169Q (1958.730000 sec): 3 clusters
  Score: Raw -2451353.631135 + Penalty 4852.710235 = -2446500.920900
  nChanged 5
		SP:Iteration 170Q (1958.790000 sec): 3 clusters
  Score: Raw -2451355.291512 + Penalty 4852.710235 = -2446502.581277
  nChanged 2
		SP:Iteration 171Q (1958.840000 sec): 3 clusters
  Score: Raw -2451355.757212 + Penalty 4852.710235 = -2446503.046977
  nChanged 1
		SP:Iteration 172Q (1958.890000 sec): 3 clusters
  Score: Raw -2451355.939438 + Penalty 4852.710235 = -2446503.229203
  nChanged 0
		SP:Iteration 173F (1958.960000 sec): 3 clusters
  Score: Raw -2451355.939438 + Penalty 4852.710235 = -2446503.229203
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1958.990000 sec): 2 clusters
  Score: Raw -1058528.451373 + Penalty 2203.177158 = -1056325.274215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1959.010000 sec): 3 clusters
  Score: Raw -1054830.192629 + Penalty 4406.354315 = -1050423.838314
  nChanged 2906
		SP:Iteration 1F (1959.040000 sec): 3 clusters
  Score: Raw -1056400.408506 + Penalty 4406.354315 = -1051994.054191
  nChanged 500
		SP:Iteration 2F (1959.070000 sec): 3 clusters
  Score: Raw -1056659.245888 + Penalty 4406.354315 = -1052252.891573
  nChanged 354
		SP:Iteration 3Q (1959.090000 sec): 3 clusters
  Score: Raw -1056839.146331 + Penalty 4406.354315 = -1052432.792015
  nChanged 282
		SP:Iteration 4Q (1959.120000 sec): 3 clusters
  Score: Raw -1056953.293057 + Penalty 4406.354315 = -1052546.938741
  nChanged 209
		SP:Iteration 5Q (1959.150000 sec): 3 clusters
  Score: Raw -1057028.325855 + Penalty 4406.354315 = -1052621.971539
  nChanged 170
		SP:Iteration 6Q (1959.170000 sec): 3 clusters
  Score: Raw -1057085.549203 + Penalty 4406.354315 = -1052679.194888
  nChanged 135
		SP:Iteration 7Q (1959.200000 sec): 3 clusters
  Score: Raw -1057131.051251 + Penalty 4406.354315 = -1052724.696936
  nChanged 122
		SP:Iteration 8Q (1959.230000 sec): 3 clusters
  Score: Raw -1057169.723669 + Penalty 4406.354315 = -1052763.369353
  nChanged 94
		SP:Iteration 9Q (1959.250000 sec): 3 clusters
  Score: Raw -1057197.453999 + Penalty 4406.354315 = -1052791.099684
  nChanged 75
		SP:Iteration 10Q (1959.280000 sec): 3 clusters
  Score: Raw -1057218.690600 + Penalty 4406.354315 = -1052812.336285
  nChanged 71
		SP:Iteration 11Q (1959.300000 sec): 3 clusters
  Score: Raw -1057238.180573 + Penalty 4406.354315 = -1052831.826258
  nChanged 69
		SP:Iteration 12Q (1959.330000 sec): 3 clusters
  Score: Raw -1057255.504807 + Penalty 4406.354315 = -1052849.150491
  nChanged 51
		SP:Iteration 13Q (1959.350000 sec): 3 clusters
  Score: Raw -1057269.238076 + Penalty 4406.354315 = -1052862.883761
  nChanged 59
		SP:Iteration 14Q (1959.380000 sec): 3 clusters
  Score: Raw -1057283.660613 + Penalty 4406.354315 = -1052877.306298
  nChanged 53
		SP:Iteration 15Q (1959.410000 sec): 3 clusters
  Score: Raw -1057296.499261 + Penalty 4406.354315 = -1052890.144946
  nChanged 57
		SP:Iteration 16Q (1959.430000 sec): 3 clusters
  Score: Raw -1057313.827047 + Penalty 4406.354315 = -1052907.472732
  nChanged 71
		SP:Iteration 17Q (1959.460000 sec): 3 clusters
  Score: Raw -1057334.137500 + Penalty 4406.354315 = -1052927.783184
  nChanged 65
		SP:Iteration 18Q (1959.490000 sec): 3 clusters
  Score: Raw -1057351.946929 + Penalty 4406.354315 = -1052945.592614
  nChanged 65
		SP:Iteration 19Q (1959.510000 sec): 3 clusters
  Score: Raw -1057372.541275 + Penalty 4406.354315 = -1052966.186960
  nChanged 80
		SP:Iteration 20F (1959.540000 sec): 3 clusters
  Score: Raw -1057400.125555 + Penalty 4406.354315 = -1052993.771240
  nChanged 96
		SP:Iteration 21Q (1959.570000 sec): 3 clusters
  Score: Raw -1057436.131842 + Penalty 4406.354315 = -1053029.777527
  nChanged 104
		SP:Iteration 22Q (1959.590000 sec): 3 clusters
  Score: Raw -1057477.558300 + Penalty 4406.354315 = -1053071.203984
  nChanged 115
		SP:Iteration 23Q (1959.620000 sec): 3 clusters
  Score: Raw -1057524.334284 + Penalty 4406.354315 = -1053117.979969
  nChanged 116
		SP:Iteration 24Q (1959.650000 sec): 3 clusters
  Score: Raw -1057571.767798 + Penalty 4406.354315 = -1053165.413483
  nChanged 128
		SP:Iteration 25Q (1959.670000 sec): 3 clusters
  Score: Raw -1057627.340024 + Penalty 4406.354315 = -1053220.985709
  nChanged 140
		SP:Iteration 26Q (1959.700000 sec): 3 clusters
  Score: Raw -1057706.644406 + Penalty 4406.354315 = -1053300.290091
  nChanged 159
		SP:Iteration 27Q (1959.730000 sec): 3 clusters
  Score: Raw -1057803.161633 + Penalty 4406.354315 = -1053396.807318
  nChanged 187
		SP:Iteration 28Q (1959.750000 sec): 3 clusters
  Score: Raw -1057929.200472 + Penalty 4406.354315 = -1053522.846157
  nChanged 209
		SP:Iteration 29Q (1959.780000 sec): 3 clusters
  Score: Raw -1058071.268159 + Penalty 4406.354315 = -1053664.913844
  nChanged 208
		SP:Iteration 30Q (1959.810000 sec): 3 clusters
  Score: Raw -1058236.821428 + Penalty 4406.354315 = -1053830.467113
  nChanged 211
		SP:Iteration 31Q (1959.830000 sec): 3 clusters
  Score: Raw -1058439.628523 + Penalty 4406.354315 = -1054033.274208
  nChanged 197
		SP:Iteration 32Q (1959.850000 sec): 3 clusters
  Score: Raw -1058630.769120 + Penalty 4406.354315 = -1054224.414805
  nChanged 190
		SP:Iteration 33Q (1959.880000 sec): 3 clusters
  Score: Raw -1058816.406659 + Penalty 4406.354315 = -1054410.052344
  nChanged 160
		SP:Iteration 34Q (1959.910000 sec): 3 clusters
  Score: Raw -1058948.047352 + Penalty 4406.354315 = -1054541.693037
  nChanged 119
		SP:Iteration 35Q (1959.930000 sec): 3 clusters
  Score: Raw -1059048.608004 + Penalty 4406.354315 = -1054642.253688
  nChanged 106
		SP:Iteration 36Q (1959.950000 sec): 3 clusters
  Score: Raw -1059128.980573 + Penalty 4406.354315 = -1054722.626257
  nChanged 97
		SP:Iteration 37Q (1959.970000 sec): 3 clusters
  Score: Raw -1059186.392422 + Penalty 4406.354315 = -1054780.038106
  nChanged 88
		SP:Iteration 38Q (1960.000000 sec): 3 clusters
  Score: Raw -1059235.550373 + Penalty 4406.354315 = -1054829.196058
  nChanged 67
		SP:Iteration 39Q (1960.020000 sec): 3 clusters
  Score: Raw -1059271.156157 + Penalty 4406.354315 = -1054864.801842
  nChanged 55
		SP:Iteration 40F (1960.050000 sec): 3 clusters
  Score: Raw -1059298.642308 + Penalty 4406.354315 = -1054892.287993
  nChanged 43
		SP:Iteration 41Q (1960.070000 sec): 3 clusters
  Score: Raw -1059321.111890 + Penalty 4406.354315 = -1054914.757574
  nChanged 40
		SP:Iteration 42Q (1960.090000 sec): 3 clusters
  Score: Raw -1059338.102743 + Penalty 4406.354315 = -1054931.748428
  nChanged 26
		SP:Iteration 43Q (1960.110000 sec): 3 clusters
  Score: Raw -1059347.638025 + Penalty 4406.354315 = -1054941.283710
  nChanged 23
		SP:Iteration 44Q (1960.130000 sec): 3 clusters
  Score: Raw -1059356.068130 + Penalty 4406.354315 = -1054949.713815
  nChanged 15
		SP:Iteration 45Q (1960.160000 sec): 3 clusters
  Score: Raw -1059360.476913 + Penalty 4406.354315 = -1054954.122598
  nChanged 6
		SP:Iteration 46Q (1960.180000 sec): 3 clusters
  Score: Raw -1059362.946539 + Penalty 4406.354315 = -1054956.592224
  nChanged 9
		SP:Iteration 47Q (1960.200000 sec): 3 clusters
  Score: Raw -1059367.286080 + Penalty 4406.354315 = -1054960.931765
  nChanged 9
		SP:Iteration 48Q (1960.220000 sec): 3 clusters
  Score: Raw -1059370.016366 + Penalty 4406.354315 = -1054963.662051
  nChanged 6
		SP:Iteration 49Q (1960.250000 sec): 3 clusters
  Score: Raw -1059371.636017 + Penalty 4406.354315 = -1054965.281702
  nChanged 4
		SP:Iteration 50Q (1960.270000 sec): 3 clusters
  Score: Raw -1059372.748511 + Penalty 4406.354315 = -1054966.394195
  nChanged 2
		SP:Iteration 51Q (1960.290000 sec): 3 clusters
  Score: Raw -1059373.217174 + Penalty 4406.354315 = -1054966.862858
  nChanged 3
		SP:Iteration 52Q (1960.310000 sec): 3 clusters
  Score: Raw -1059374.235170 + Penalty 4406.354315 = -1054967.880855
  nChanged 1
		SP:Iteration 53Q (1960.330000 sec): 3 clusters
  Score: Raw -1059374.575337 + Penalty 4406.354315 = -1054968.221022
  nChanged 3
		SP:Iteration 54Q (1960.350000 sec): 3 clusters
  Score: Raw -1059375.364356 + Penalty 4406.354315 = -1054969.010041
  nChanged 2
		SP:Iteration 55Q (1960.380000 sec): 3 clusters
  Score: Raw -1059376.065476 + Penalty 4406.354315 = -1054969.711161
  nChanged 1
		SP:Iteration 56Q (1960.400000 sec): 3 clusters
  Score: Raw -1059376.526047 + Penalty 4406.354315 = -1054970.171732
  nChanged 1
		SP:Iteration 57Q (1960.420000 sec): 3 clusters
  Score: Raw -1059376.752800 + Penalty 4406.354315 = -1054970.398485
  nChanged 3
		SP:Iteration 58Q (1960.440000 sec): 3 clusters
  Score: Raw -1059378.146255 + Penalty 4406.354315 = -1054971.791940
  nChanged 1
		SP:Iteration 59Q (1960.470000 sec): 3 clusters
  Score: Raw -1059378.318604 + Penalty 4406.354315 = -1054971.964289
  nChanged 1
		SP:Iteration 60F (1960.490000 sec): 3 clusters
  Score: Raw -1059378.628237 + Penalty 4406.354315 = -1054972.273922
  nChanged 1
		SP:Iteration 61Q (1960.510000 sec): 3 clusters
  Score: Raw -1059378.735753 + Penalty 4406.354315 = -1054972.381438
  nChanged 1
		SP:Iteration 62Q (1960.530000 sec): 3 clusters
  Score: Raw -1059379.157660 + Penalty 4406.354315 = -1054972.803345
  nChanged 1
		SP:Iteration 63Q (1960.560000 sec): 3 clusters
  Score: Raw -1059379.307418 + Penalty 4406.354315 = -1054972.953103
  nChanged 0
		SP:Iteration 64F (1960.580000 sec): 3 clusters
  Score: Raw -1059379.307418 + Penalty 4406.354315 = -1054972.953103
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (100693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1960.930000 sec): 2 clusters
  Score: Raw -14895858.094178 + Penalty 2856.918228 = -14893001.175950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1961.310000 sec): 3 clusters
  Score: Raw -14831372.062873 + Penalty 5713.836455 = -14825658.226418
  nChanged 47597
		SP:Iteration 1F (1961.690000 sec): 3 clusters
  Score: Raw -14858782.137965 + Penalty 5713.836455 = -14853068.301510
  nChanged 3379
		SP:Iteration 2Q (1962.080000 sec): 3 clusters
  Score: Raw -14859612.790111 + Penalty 5713.836455 = -14853898.953655
  nChanged 3610
		SP:Iteration 3Q (1962.470000 sec): 3 clusters
  Score: Raw -14860606.079179 + Penalty 5713.836455 = -14854892.242724
  nChanged 3946
		SP:Iteration 4Q (1962.860000 sec): 3 clusters
  Score: Raw -14861895.962250 + Penalty 5713.836455 = -14856182.125795
  nChanged 4495
		SP:Iteration 5Q (1963.250000 sec): 3 clusters
  Score: Raw -14863652.407255 + Penalty 5713.836455 = -14857938.570800
  nChanged 5284
		SP:Iteration 6F (1963.630000 sec): 3 clusters
  Score: Raw -14866202.351895 + Penalty 5713.836455 = -14860488.515440
  nChanged 6144
		SP:Iteration 7F (1964.010000 sec): 3 clusters
  Score: Raw -14869711.199261 + Penalty 5713.836455 = -14863997.362806
  nChanged 6769
		SP:Iteration 8F (1964.410000 sec): 3 clusters
  Score: Raw -14874139.621988 + Penalty 5713.836455 = -14868425.785533
  nChanged 6831
		SP:Iteration 9F (1964.800000 sec): 3 clusters
  Score: Raw -14879134.374160 + Penalty 5713.836455 = -14873420.537705
  nChanged 6322
		SP:Iteration 10F (1965.210000 sec): 3 clusters
  Score: Raw -14884145.867691 + Penalty 5713.836455 = -14878432.031236
  nChanged 5334
		SP:Iteration 11F (1965.610000 sec): 3 clusters
  Score: Raw -14888630.634755 + Penalty 5713.836455 = -14882916.798300
  nChanged 3857
		SP:Iteration 12Q (1966.010000 sec): 3 clusters
  Score: Raw -14891966.710439 + Penalty 5713.836455 = -14886252.873984
  nChanged 2332
		SP:Iteration 13Q (1966.400000 sec): 3 clusters
  Score: Raw -14894047.923532 + Penalty 5713.836455 = -14888334.087077
  nChanged 1310
		SP:Iteration 14Q (1966.750000 sec): 3 clusters
  Score: Raw -14895243.566616 + Penalty 5713.836455 = -14889529.730161
  nChanged 639
		SP:Iteration 15Q (1967.090000 sec): 3 clusters
  Score: Raw -14895839.592185 + Penalty 5713.836455 = -14890125.755730
  nChanged 312
		SP:Iteration 16Q (1967.400000 sec): 3 clusters
  Score: Raw -14896102.878541 + Penalty 5713.836455 = -14890389.042086
  nChanged 176
		SP:Iteration 17Q (1967.700000 sec): 3 clusters
  Score: Raw -14896247.997238 + Penalty 5713.836455 = -14890534.160783
  nChanged 109
		SP:Iteration 18Q (1967.990000 sec): 3 clusters
  Score: Raw -14896338.409764 + Penalty 5713.836455 = -14890624.573309
  nChanged 87
		SP:Iteration 19Q (1968.310000 sec): 3 clusters
  Score: Raw -14896404.332084 + Penalty 5713.836455 = -14890690.495629
  nChanged 51
		SP:Iteration 20F (1968.720000 sec): 3 clusters
  Score: Raw -14896447.382085 + Penalty 5713.836455 = -14890733.545630
  nChanged 44
		SP:Iteration 21Q (1969.020000 sec): 3 clusters
  Score: Raw -14896472.930135 + Penalty 5713.836455 = -14890759.093680
  nChanged 26
		SP:Iteration 22Q (1969.310000 sec): 3 clusters
  Score: Raw -14896486.891764 + Penalty 5713.836455 = -14890773.055309
  nChanged 14
		SP:Iteration 23Q (1969.600000 sec): 3 clusters
  Score: Raw -14896495.852103 + Penalty 5713.836455 = -14890782.015647
  nChanged 12
		SP:Iteration 24Q (1969.890000 sec): 3 clusters
  Score: Raw -14896502.716220 + Penalty 5713.836455 = -14890788.879765
  nChanged 9
		SP:Iteration 25Q (1970.170000 sec): 3 clusters
  Score: Raw -14896506.855944 + Penalty 5713.836455 = -14890793.019489
  nChanged 6
		SP:Iteration 26Q (1970.460000 sec): 3 clusters
  Score: Raw -14896509.646373 + Penalty 5713.836455 = -14890795.809918
  nChanged 5
		SP:Iteration 27Q (1970.740000 sec): 3 clusters
  Score: Raw -14896510.977997 + Penalty 5713.836455 = -14890797.141542
  nChanged 2
		SP:Iteration 28Q (1971.030000 sec): 3 clusters
  Score: Raw -14896511.395210 + Penalty 5713.836455 = -14890797.558755
  nChanged 1
		SP:Iteration 29Q (1971.310000 sec): 3 clusters
  Score: Raw -14896511.729019 + Penalty 5713.836455 = -14890797.892564
  nChanged 3
		SP:Iteration 30Q (1971.610000 sec): 3 clusters
  Score: Raw -14896512.759566 + Penalty 5713.836455 = -14890798.923111
  nChanged 2
		SP:Iteration 31Q (1971.890000 sec): 3 clusters
  Score: Raw -14896513.713833 + Penalty 5713.836455 = -14890799.877378
  nChanged 1
		SP:Iteration 32Q (1972.180000 sec): 3 clusters
  Score: Raw -14896514.177438 + Penalty 5713.836455 = -14890800.340983
  nChanged 2
		SP:Iteration 33Q (1972.470000 sec): 3 clusters
  Score: Raw -14896515.283914 + Penalty 5713.836455 = -14890801.447459
  nChanged 1
		SP:Iteration 34Q (1972.750000 sec): 3 clusters
  Score: Raw -14896515.577572 + Penalty 5713.836455 = -14890801.741117
  nChanged 1
		SP:Iteration 35Q (1973.040000 sec): 3 clusters
  Score: Raw -14896515.781547 + Penalty 5713.836455 = -14890801.945091
  nChanged 0
		SP:Iteration 36F (1973.440000 sec): 3 clusters
  Score: Raw -14896515.781547 + Penalty 5713.836455 = -14890801.945091
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1973.480000 sec): 2 clusters
  Score: Raw -31826.381350 + Penalty 1381.894200 = -30444.487150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1973.480000 sec): 3 clusters
  Score: Raw -32229.893934 + Penalty 2763.788400 = -29466.105534
  nChanged 59
		SP:Iteration 1F (1973.480000 sec): 3 clusters
  Score: Raw -32492.559244 + Penalty 2763.788400 = -29728.770844
  nChanged 14
		SP:Iteration 2F (1973.480000 sec): 3 clusters
  Score: Raw -32749.686738 + Penalty 2763.788400 = -29985.898338
  nChanged 28
		SP:Iteration 3F (1973.480000 sec): 3 clusters
  Score: Raw -33100.079289 + Penalty 2763.788400 = -30336.290890
  nChanged 9
		SP:Iteration 4Q (1973.490000 sec): 3 clusters
  Score: Raw -33214.082208 + Penalty 2763.788400 = -30450.293809
  nChanged 6
		SP:Iteration 5Q (1973.490000 sec): 3 clusters
  Score: Raw -33334.281318 + Penalty 2763.788400 = -30570.492918
  nChanged 4
		SP:Iteration 6Q (1973.490000 sec): 3 clusters
  Score: Raw -33411.323682 + Penalty 2763.788400 = -30647.535282
  nChanged 2
		SP:Iteration 7Q (1973.490000 sec): 3 clusters
  Score: Raw -33463.808189 + Penalty 2763.788400 = -30700.019789
  nChanged 2
		SP:Iteration 8Q (1973.490000 sec): 3 clusters
  Score: Raw -33480.265127 + Penalty 2763.788400 = -30716.476727
  nChanged 0
		SP:Iteration 9F (1973.490000 sec): 3 clusters
  Score: Raw -33480.265127 + Penalty 2763.788400 = -30716.476727
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 33.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (258709 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1974.400000 sec): 2 clusters
  Score: Raw -38291388.897306 + Penalty 3090.937871 = -38288297.959435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1975.440000 sec): 3 clusters
  Score: Raw -38120605.721041 + Penalty 6181.875742 = -38114423.845299
  nChanged 124845
		SP:Iteration 1F (1976.430000 sec): 3 clusters
  Score: Raw -38194346.825496 + Penalty 6181.875742 = -38188164.949754
  nChanged 7637
		SP:Iteration 2Q (1977.420000 sec): 3 clusters
  Score: Raw -38196242.611422 + Penalty 6181.875742 = -38190060.735680
  nChanged 9777
		SP:Iteration 3Q (1978.410000 sec): 3 clusters
  Score: Raw -38199545.361719 + Penalty 6181.875742 = -38193363.485977
  nChanged 13075
		SP:Iteration 4F (1979.390000 sec): 3 clusters
  Score: Raw -38205592.400142 + Penalty 6181.875742 = -38199410.524400
  nChanged 17482
		SP:Iteration 5F (1980.360000 sec): 3 clusters
  Score: Raw -38216593.078255 + Penalty 6181.875742 = -38210411.202513
  nChanged 22114
		SP:Iteration 6F (1981.330000 sec): 3 clusters
  Score: Raw -38234506.310804 + Penalty 6181.875742 = -38228324.435062
  nChanged 23238
		SP:Iteration 7F (1982.310000 sec): 3 clusters
  Score: Raw -38256520.863503 + Penalty 6181.875742 = -38250338.987761
  nChanged 18741
		SP:Iteration 8F (1983.270000 sec): 3 clusters
  Score: Raw -38275217.999493 + Penalty 6181.875742 = -38269036.123751
  nChanged 10714
		SP:Iteration 9Q (1984.250000 sec): 3 clusters
  Score: Raw -38285748.008862 + Penalty 6181.875742 = -38279566.133120
  nChanged 4427
		SP:Iteration 10Q (1985.130000 sec): 3 clusters
  Score: Raw -38289897.443388 + Penalty 6181.875742 = -38283715.567646
  nChanged 1269
		SP:Iteration 11Q (1985.890000 sec): 3 clusters
  Score: Raw -38291116.789048 + Penalty 6181.875742 = -38284934.913306
  nChanged 319
		SP:Iteration 12Q (1986.620000 sec): 3 clusters
  Score: Raw -38291427.454064 + Penalty 6181.875742 = -38285245.578322
  nChanged 95
		SP:Iteration 13Q (1987.360000 sec): 3 clusters
  Score: Raw -38291563.564094 + Penalty 6181.875742 = -38285381.688352
  nChanged 42
		SP:Iteration 14Q (1988.100000 sec): 3 clusters
  Score: Raw -38291629.336926 + Penalty 6181.875742 = -38285447.461184
  nChanged 23
		SP:Iteration 15Q (1988.830000 sec): 3 clusters
  Score: Raw -38291666.720611 + Penalty 6181.875742 = -38285484.844870
  nChanged 10
		SP:Iteration 16Q (1989.560000 sec): 3 clusters
  Score: Raw -38291676.339257 + Penalty 6181.875742 = -38285494.463516
  nChanged 5
		SP:Iteration 17Q (1990.280000 sec): 3 clusters
  Score: Raw -38291684.296970 + Penalty 6181.875742 = -38285502.421228
  nChanged 4
		SP:Iteration 18Q (1990.980000 sec): 3 clusters
  Score: Raw -38291692.945182 + Penalty 6181.875742 = -38285511.069440
  nChanged 7
		SP:Iteration 19Q (1991.720000 sec): 3 clusters
  Score: Raw -38291705.363893 + Penalty 6181.875742 = -38285523.488151
  nChanged 3
		SP:Iteration 20F (1992.740000 sec): 3 clusters
  Score: Raw -38291709.608561 + Penalty 6181.875742 = -38285527.732819
  nChanged 4
		SP:Iteration 21Q (1993.470000 sec): 3 clusters
  Score: Raw -38291713.972229 + Penalty 6181.875742 = -38285532.096488
  nChanged 3
		SP:Iteration 22Q (1994.190000 sec): 3 clusters
  Score: Raw -38291716.453358 + Penalty 6181.875742 = -38285534.577616
  nChanged 1
		SP:Iteration 23Q (1994.910000 sec): 3 clusters
  Score: Raw -38291718.632814 + Penalty 6181.875742 = -38285536.757073
  nChanged 1
		SP:Iteration 24Q (1995.640000 sec): 3 clusters
  Score: Raw -38291719.439775 + Penalty 6181.875742 = -38285537.564033
  nChanged 0
		SP:Iteration 25F (1996.660000 sec): 3 clusters
  Score: Raw -38291719.439775 + Penalty 6181.875742 = -38285537.564033
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1996.770000 sec): 2 clusters
  Score: Raw -63958.600981 + Penalty 1532.644130 = -62425.956851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1996.770000 sec): 3 clusters
  Score: Raw -63983.818799 + Penalty 3065.288260 = -60918.530539
  nChanged 84
		SP:Iteration 1F (1996.770000 sec): 3 clusters
  Score: Raw -64168.103372 + Penalty 3065.288260 = -61102.815111
  nChanged 18
		SP:Iteration 2Q (1996.770000 sec): 3 clusters
  Score: Raw -64207.971034 + Penalty 3065.288260 = -61142.682774
  nChanged 9
		SP:Iteration 3Q (1996.770000 sec): 3 clusters
  Score: Raw -64247.604451 + Penalty 3065.288260 = -61182.316191
  nChanged 6
		SP:Iteration 4Q (1996.780000 sec): 3 clusters
  Score: Raw -64261.090412 + Penalty 3065.288260 = -61195.802152
  nChanged 4
		SP:Iteration 5Q (1996.780000 sec): 3 clusters
  Score: Raw -64277.341733 + Penalty 3065.288260 = -61212.053472
  nChanged 5
		SP:Iteration 6Q (1996.780000 sec): 3 clusters
  Score: Raw -64291.928165 + Penalty 3065.288260 = -61226.639904
  nChanged 3
		SP:Iteration 7Q (1996.780000 sec): 3 clusters
  Score: Raw -64302.747106 + Penalty 3065.288260 = -61237.458846
  nChanged 2
		SP:Iteration 8Q (1996.780000 sec): 3 clusters
  Score: Raw -64309.881987 + Penalty 3065.288260 = -61244.593727
  nChanged 4
		SP:Iteration 9Q (1996.780000 sec): 3 clusters
  Score: Raw -64338.553094 + Penalty 3065.288260 = -61273.264834
  nChanged 8
		SP:Iteration 10Q (1996.790000 sec): 3 clusters
  Score: Raw -64408.319936 + Penalty 3065.288260 = -61343.031676
  nChanged 2
		SP:Iteration 11Q (1996.790000 sec): 3 clusters
  Score: Raw -64419.302612 + Penalty 3065.288260 = -61354.014351
  nChanged 2
		SP:Iteration 12Q (1996.790000 sec): 3 clusters
  Score: Raw -64422.886808 + Penalty 3065.288260 = -61357.598547
  nChanged 0
		SP:Iteration 13F (1996.790000 sec): 3 clusters
  Score: Raw -64422.886808 + Penalty 3065.288260 = -61357.598547
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (7418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1996.820000 sec): 2 clusters
  Score: Raw -1064373.088989 + Penalty 2210.092860 = -1062162.996129
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1996.850000 sec): 3 clusters
  Score: Raw -1060498.563107 + Penalty 4420.185720 = -1056078.377387
  nChanged 2927
		SP:Iteration 1F (1996.880000 sec): 3 clusters
  Score: Raw -1062056.839149 + Penalty 4420.185720 = -1057636.653429
  nChanged 512
		SP:Iteration 2F (1996.910000 sec): 3 clusters
  Score: Raw -1062315.586179 + Penalty 4420.185720 = -1057895.400459
  nChanged 384
		SP:Iteration 3F (1996.940000 sec): 3 clusters
  Score: Raw -1062512.323579 + Penalty 4420.185720 = -1058092.137859
  nChanged 321
		SP:Iteration 4Q (1996.970000 sec): 3 clusters
  Score: Raw -1062662.798443 + Penalty 4420.185720 = -1058242.612723
  nChanged 289
		SP:Iteration 5Q (1997.000000 sec): 3 clusters
  Score: Raw -1062797.908577 + Penalty 4420.185720 = -1058377.722857
  nChanged 242
		SP:Iteration 6Q (1997.030000 sec): 3 clusters
  Score: Raw -1062908.235224 + Penalty 4420.185720 = -1058488.049504
  nChanged 211
		SP:Iteration 7Q (1997.060000 sec): 3 clusters
  Score: Raw -1062998.081495 + Penalty 4420.185720 = -1058577.895775
  nChanged 180
		SP:Iteration 8Q (1997.090000 sec): 3 clusters
  Score: Raw -1063074.628942 + Penalty 4420.185720 = -1058654.443223
  nChanged 180
		SP:Iteration 9Q (1997.120000 sec): 3 clusters
  Score: Raw -1063154.080215 + Penalty 4420.185720 = -1058733.894495
  nChanged 173
		SP:Iteration 10Q (1997.150000 sec): 3 clusters
  Score: Raw -1063227.153452 + Penalty 4420.185720 = -1058806.967732
  nChanged 180
		SP:Iteration 11Q (1997.180000 sec): 3 clusters
  Score: Raw -1063316.540616 + Penalty 4420.185720 = -1058896.354896
  nChanged 229
		SP:Iteration 12Q (1997.210000 sec): 3 clusters
  Score: Raw -1063457.465658 + Penalty 4420.185720 = -1059037.279938
  nChanged 242
		SP:Iteration 13Q (1997.240000 sec): 3 clusters
  Score: Raw -1063598.855478 + Penalty 4420.185720 = -1059178.669758
  nChanged 249
		SP:Iteration 14Q (1997.270000 sec): 3 clusters
  Score: Raw -1063752.200291 + Penalty 4420.185720 = -1059332.014571
  nChanged 237
		SP:Iteration 15Q (1997.300000 sec): 3 clusters
  Score: Raw -1063907.577752 + Penalty 4420.185720 = -1059487.392032
  nChanged 212
		SP:Iteration 16Q (1997.320000 sec): 3 clusters
  Score: Raw -1064046.691606 + Penalty 4420.185720 = -1059626.505886
  nChanged 193
		SP:Iteration 17Q (1997.360000 sec): 3 clusters
  Score: Raw -1064175.532479 + Penalty 4420.185720 = -1059755.346759
  nChanged 174
		SP:Iteration 18Q (1997.380000 sec): 3 clusters
  Score: Raw -1064289.211307 + Penalty 4420.185720 = -1059869.025587
  nChanged 167
		SP:Iteration 19Q (1997.420000 sec): 3 clusters
  Score: Raw -1064396.425793 + Penalty 4420.185720 = -1059976.240073
  nChanged 145
		SP:Iteration 20F (1997.440000 sec): 3 clusters
  Score: Raw -1064485.607442 + Penalty 4420.185720 = -1060065.421722
  nChanged 143
		SP:Iteration 21Q (1997.470000 sec): 3 clusters
  Score: Raw -1064562.311198 + Penalty 4420.185720 = -1060142.125478
  nChanged 117
		SP:Iteration 22Q (1997.500000 sec): 3 clusters
  Score: Raw -1064615.670689 + Penalty 4420.185720 = -1060195.484969
  nChanged 82
		SP:Iteration 23Q (1997.530000 sec): 3 clusters
  Score: Raw -1064648.537596 + Penalty 4420.185720 = -1060228.351876
  nChanged 69
		SP:Iteration 24Q (1997.560000 sec): 3 clusters
  Score: Raw -1064673.830556 + Penalty 4420.185720 = -1060253.644836
  nChanged 53
		SP:Iteration 25Q (1997.580000 sec): 3 clusters
  Score: Raw -1064692.360823 + Penalty 4420.185720 = -1060272.175103
  nChanged 37
		SP:Iteration 26Q (1997.610000 sec): 3 clusters
  Score: Raw -1064706.376679 + Penalty 4420.185720 = -1060286.190959
  nChanged 33
		SP:Iteration 27Q (1997.640000 sec): 3 clusters
  Score: Raw -1064716.041436 + Penalty 4420.185720 = -1060295.855716
  nChanged 24
		SP:Iteration 28Q (1997.660000 sec): 3 clusters
  Score: Raw -1064722.634955 + Penalty 4420.185720 = -1060302.449235
  nChanged 21
		SP:Iteration 29Q (1997.690000 sec): 3 clusters
  Score: Raw -1064727.739924 + Penalty 4420.185720 = -1060307.554204
  nChanged 11
		SP:Iteration 30Q (1997.720000 sec): 3 clusters
  Score: Raw -1064729.466567 + Penalty 4420.185720 = -1060309.280847
  nChanged 10
		SP:Iteration 31Q (1997.740000 sec): 3 clusters
  Score: Raw -1064731.280864 + Penalty 4420.185720 = -1060311.095144
  nChanged 4
		SP:Iteration 32Q (1997.770000 sec): 3 clusters
  Score: Raw -1064731.921003 + Penalty 4420.185720 = -1060311.735283
  nChanged 3
		SP:Iteration 33Q (1997.800000 sec): 3 clusters
  Score: Raw -1064732.536577 + Penalty 4420.185720 = -1060312.350857
  nChanged 4
		SP:Iteration 34Q (1997.820000 sec): 3 clusters
  Score: Raw -1064733.339951 + Penalty 4420.185720 = -1060313.154231
  nChanged 5
		SP:Iteration 35Q (1997.850000 sec): 3 clusters
  Score: Raw -1064734.241469 + Penalty 4420.185720 = -1060314.055749
  nChanged 8
		SP:Iteration 36Q (1997.880000 sec): 3 clusters
  Score: Raw -1064735.896437 + Penalty 4420.185720 = -1060315.710717
  nChanged 2
		SP:Iteration 37Q (1997.910000 sec): 3 clusters
  Score: Raw -1064736.257178 + Penalty 4420.185720 = -1060316.071458
  nChanged 1
		SP:Iteration 38Q (1997.930000 sec): 3 clusters
  Score: Raw -1064736.415549 + Penalty 4420.185720 = -1060316.229829
  nChanged 2
		SP:Iteration 39Q (1997.960000 sec): 3 clusters
  Score: Raw -1064736.746473 + Penalty 4420.185720 = -1060316.560753
  nChanged 3
		SP:Iteration 40F (1997.990000 sec): 3 clusters
  Score: Raw -1064737.632759 + Penalty 4420.185720 = -1060317.447039
  nChanged 2
		SP:Iteration 41Q (1998.020000 sec): 3 clusters
  Score: Raw -1064738.336293 + Penalty 4420.185720 = -1060318.150573
  nChanged 2
		SP:Iteration 42Q (1998.040000 sec): 3 clusters
  Score: Raw -1064738.582566 + Penalty 4420.185720 = -1060318.396846
  nChanged 2
		SP:Iteration 43Q (1998.070000 sec): 3 clusters
  Score: Raw -1064739.021797 + Penalty 4420.185720 = -1060318.836077
  nChanged 3
		SP:Iteration 44Q (1998.100000 sec): 3 clusters
  Score: Raw -1064739.685437 + Penalty 4420.185720 = -1060319.499717
  nChanged 2
		SP:Iteration 45Q (1998.120000 sec): 3 clusters
  Score: Raw -1064740.254988 + Penalty 4420.185720 = -1060320.069268
  nChanged 1
		SP:Iteration 46Q (1998.150000 sec): 3 clusters
  Score: Raw -1064740.351446 + Penalty 4420.185720 = -1060320.165726
  nChanged 2
		SP:Iteration 47Q (1998.180000 sec): 3 clusters
  Score: Raw -1064740.649621 + Penalty 4420.185720 = -1060320.463901
  nChanged 0
		SP:Iteration 48F (1998.200000 sec): 3 clusters
  Score: Raw -1064740.649621 + Penalty 4420.185720 = -1060320.463901
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1998.210000 sec): 2 clusters
  Score: Raw -44434.578259 + Penalty 1441.904372 = -42992.673887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1998.210000 sec): 3 clusters
  Score: Raw -44591.006584 + Penalty 2883.808744 = -41707.197840
  nChanged 54
		SP:Iteration 1F (1998.220000 sec): 3 clusters
  Score: Raw -44814.961638 + Penalty 2883.808744 = -41931.152894
  nChanged 20
		SP:Iteration 2F (1998.220000 sec): 3 clusters
  Score: Raw -44951.940453 + Penalty 2883.808744 = -42068.131709
  nChanged 13
		SP:Iteration 3Q (1998.220000 sec): 3 clusters
  Score: Raw -45071.722015 + Penalty 2883.808744 = -42187.913271
  nChanged 13
		SP:Iteration 4Q (1998.220000 sec): 3 clusters
  Score: Raw -45219.794848 + Penalty 2883.808744 = -42335.986104
  nChanged 6
		SP:Iteration 5Q (1998.220000 sec): 3 clusters
  Score: Raw -45270.537284 + Penalty 2883.808744 = -42386.728540
  nChanged 7
		SP:Iteration 6Q (1998.220000 sec): 3 clusters
  Score: Raw -45341.812424 + Penalty 2883.808744 = -42458.003680
  nChanged 7
		SP:Iteration 7Q (1998.220000 sec): 3 clusters
  Score: Raw -45499.165322 + Penalty 2883.808744 = -42615.356578
  nChanged 7
		SP:Iteration 8Q (1998.220000 sec): 3 clusters
  Score: Raw -45567.450755 + Penalty 2883.808744 = -42683.642011
  nChanged 2
		SP:Iteration 9Q (1998.220000 sec): 3 clusters
  Score: Raw -45585.912608 + Penalty 2883.808744 = -42702.103864
  nChanged 4
		SP:Iteration 10Q (1998.220000 sec): 3 clusters
  Score: Raw -45718.334339 + Penalty 2883.808744 = -42834.525595
  nChanged 2
		SP:Iteration 11Q (1998.230000 sec): 3 clusters
  Score: Raw -45803.403452 + Penalty 2883.808744 = -42919.594708
  nChanged 1
		SP:Iteration 12Q (1998.230000 sec): 3 clusters
  Score: Raw -45808.698212 + Penalty 2883.808744 = -42924.889469
  nChanged 0
		SP:Iteration 13F (1998.230000 sec): 3 clusters
  Score: Raw -45808.698212 + Penalty 2883.808744 = -42924.889469
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1998.240000 sec): 2 clusters
  Score: Raw -280744.306061 + Penalty 1887.491492 = -278856.814569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1998.240000 sec): 3 clusters
  Score: Raw -280112.897492 + Penalty 3774.982984 = -276337.914508
  nChanged 699
		SP:Iteration 1F (1998.250000 sec): 3 clusters
  Score: Raw -280980.869194 + Penalty 3774.982984 = -277205.886210
  nChanged 261
		SP:Iteration 2F (1998.260000 sec): 3 clusters
  Score: Raw -281398.776364 + Penalty 3774.982984 = -277623.793380
  nChanged 179
		SP:Iteration 3F (1998.270000 sec): 3 clusters
  Score: Raw -281676.538555 + Penalty 3774.982984 = -277901.555571
  nChanged 129
		SP:Iteration 4F (1998.280000 sec): 3 clusters
  Score: Raw -281910.697782 + Penalty 3774.982984 = -278135.714798
  nChanged 94
		SP:Iteration 5Q (1998.280000 sec): 3 clusters
  Score: Raw -282159.394248 + Penalty 3774.982984 = -278384.411264
  nChanged 77
		SP:Iteration 6Q (1998.290000 sec): 3 clusters
  Score: Raw -282356.184432 + Penalty 3774.982984 = -278581.201448
  nChanged 57
		SP:Iteration 7Q (1998.300000 sec): 3 clusters
  Score: Raw -282473.084117 + Penalty 3774.982984 = -278698.101133
  nChanged 36
		SP:Iteration 8Q (1998.310000 sec): 3 clusters
  Score: Raw -282513.930518 + Penalty 3774.982984 = -278738.947534
  nChanged 17
		SP:Iteration 9Q (1998.320000 sec): 3 clusters
  Score: Raw -282534.017632 + Penalty 3774.982984 = -278759.034648
  nChanged 7
		SP:Iteration 10Q (1998.320000 sec): 3 clusters
  Score: Raw -282543.099768 + Penalty 3774.982984 = -278768.116784
  nChanged 1
		SP:Iteration 11Q (1998.330000 sec): 3 clusters
  Score: Raw -282543.437020 + Penalty 3774.982984 = -278768.454036
  nChanged 0
		SP:Iteration 12F (1998.340000 sec): 3 clusters
  Score: Raw -282543.437020 + Penalty 3774.982984 = -278768.454036
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (20609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1998.420000 sec): 2 clusters
  Score: Raw -2892756.496196 + Penalty 2463.503822 = -2890292.992374
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1998.500000 sec): 3 clusters
  Score: Raw -2880775.191641 + Penalty 4927.007644 = -2875848.183997
  nChanged 9077
		SP:Iteration 1F (1998.580000 sec): 3 clusters
  Score: Raw -2885895.824823 + Penalty 4927.007644 = -2880968.817179
  nChanged 1145
		SP:Iteration 2F (1998.670000 sec): 3 clusters
  Score: Raw -2886394.461819 + Penalty 4927.007644 = -2881467.454175
  nChanged 1019
		SP:Iteration 3Q (1998.750000 sec): 3 clusters
  Score: Raw -2886827.653948 + Penalty 4927.007644 = -2881900.646304
  nChanged 928
		SP:Iteration 4Q (1998.840000 sec): 3 clusters
  Score: Raw -2887222.112589 + Penalty 4927.007644 = -2882295.104945
  nChanged 916
		SP:Iteration 5Q (1998.920000 sec): 3 clusters
  Score: Raw -2887640.742239 + Penalty 4927.007644 = -2882713.734595
  nChanged 929
		SP:Iteration 6Q (1999.010000 sec): 3 clusters
  Score: Raw -2888098.523381 + Penalty 4927.007644 = -2883171.515737
  nChanged 948
		SP:Iteration 7Q (1999.090000 sec): 3 clusters
  Score: Raw -2888578.161791 + Penalty 4927.007644 = -2883651.154148
  nChanged 939
		SP:Iteration 8Q (1999.180000 sec): 3 clusters
  Score: Raw -2889080.930773 + Penalty 4927.007644 = -2884153.923129
  nChanged 944
		SP:Iteration 9Q (1999.260000 sec): 3 clusters
  Score: Raw -2889624.904768 + Penalty 4927.007644 = -2884697.897124
  nChanged 865
		SP:Iteration 10Q (1999.350000 sec): 3 clusters
  Score: Raw -2890189.625773 + Penalty 4927.007644 = -2885262.618130
  nChanged 804
		SP:Iteration 11Q (1999.430000 sec): 3 clusters
  Score: Raw -2890889.907447 + Penalty 4927.007644 = -2885962.899804
  nChanged 762
		SP:Iteration 12Q (1999.520000 sec): 3 clusters
  Score: Raw -2891632.310465 + Penalty 4927.007644 = -2886705.302821
  nChanged 654
		SP:Iteration 13Q (1999.600000 sec): 3 clusters
  Score: Raw -2892224.344159 + Penalty 4927.007644 = -2887297.336516
  nChanged 540
		SP:Iteration 14Q (1999.680000 sec): 3 clusters
  Score: Raw -2892577.464525 + Penalty 4927.007644 = -2887650.456881
  nChanged 387
		SP:Iteration 15Q (1999.760000 sec): 3 clusters
  Score: Raw -2892794.860663 + Penalty 4927.007644 = -2887867.853020
  nChanged 312
		SP:Iteration 16Q (1999.830000 sec): 3 clusters
  Score: Raw -2892936.005119 + Penalty 4927.007644 = -2888008.997476
  nChanged 215
		SP:Iteration 17Q (1999.900000 sec): 3 clusters
  Score: Raw -2893017.677920 + Penalty 4927.007644 = -2888090.670276
  nChanged 168
		SP:Iteration 18Q (1999.980000 sec): 3 clusters
  Score: Raw -2893072.753757 + Penalty 4927.007644 = -2888145.746113
  nChanged 129
		SP:Iteration 19Q (2000.050000 sec): 3 clusters
  Score: Raw -2893108.637474 + Penalty 4927.007644 = -2888181.629830
  nChanged 90
		SP:Iteration 20F (2000.130000 sec): 3 clusters
  Score: Raw -2893133.616876 + Penalty 4927.007644 = -2888206.609232
  nChanged 97
		SP:Iteration 21Q (2000.200000 sec): 3 clusters
  Score: Raw -2893156.152147 + Penalty 4927.007644 = -2888229.144503
  nChanged 68
		SP:Iteration 22Q (2000.270000 sec): 3 clusters
  Score: Raw -2893170.233178 + Penalty 4927.007644 = -2888243.225535
  nChanged 66
		SP:Iteration 23Q (2000.340000 sec): 3 clusters
  Score: Raw -2893184.791436 + Penalty 4927.007644 = -2888257.783792
  nChanged 58
		SP:Iteration 24Q (2000.420000 sec): 3 clusters
  Score: Raw -2893196.286492 + Penalty 4927.007644 = -2888269.278848
  nChanged 50
		SP:Iteration 25Q (2000.490000 sec): 3 clusters
  Score: Raw -2893204.217241 + Penalty 4927.007644 = -2888277.209598
  nChanged 25
		SP:Iteration 26Q (2000.560000 sec): 3 clusters
  Score: Raw -2893207.220101 + Penalty 4927.007644 = -2888280.212457
  nChanged 16
		SP:Iteration 27Q (2000.630000 sec): 3 clusters
  Score: Raw -2893209.336548 + Penalty 4927.007644 = -2888282.328905
  nChanged 13
		SP:Iteration 28Q (2000.700000 sec): 3 clusters
  Score: Raw -2893210.990128 + Penalty 4927.007644 = -2888283.982484
  nChanged 14
		SP:Iteration 29Q (2000.770000 sec): 3 clusters
  Score: Raw -2893212.502610 + Penalty 4927.007644 = -2888285.494967
  nChanged 9
		SP:Iteration 30Q (2000.840000 sec): 3 clusters
  Score: Raw -2893213.617271 + Penalty 4927.007644 = -2888286.609627
  nChanged 10
		SP:Iteration 31Q (2000.910000 sec): 3 clusters
  Score: Raw -2893214.754834 + Penalty 4927.007644 = -2888287.747190
  nChanged 6
		SP:Iteration 32Q (2000.980000 sec): 3 clusters
  Score: Raw -2893215.318923 + Penalty 4927.007644 = -2888288.311280
  nChanged 10
		SP:Iteration 33Q (2001.050000 sec): 3 clusters
  Score: Raw -2893216.728161 + Penalty 4927.007644 = -2888289.720518
  nChanged 7
		SP:Iteration 34Q (2001.120000 sec): 3 clusters
  Score: Raw -2893217.567029 + Penalty 4927.007644 = -2888290.559385
  nChanged 8
		SP:Iteration 35Q (2001.190000 sec): 3 clusters
  Score: Raw -2893218.778027 + Penalty 4927.007644 = -2888291.770384
  nChanged 8
		SP:Iteration 36Q (2001.260000 sec): 3 clusters
  Score: Raw -2893219.761094 + Penalty 4927.007644 = -2888292.753450
  nChanged 5
		SP:Iteration 37Q (2001.330000 sec): 3 clusters
  Score: Raw -2893220.315995 + Penalty 4927.007644 = -2888293.308351
  nChanged 7
		SP:Iteration 38Q (2001.400000 sec): 3 clusters
  Score: Raw -2893221.217140 + Penalty 4927.007644 = -2888294.209496
  nChanged 7
		SP:Iteration 39Q (2001.470000 sec): 3 clusters
  Score: Raw -2893222.226703 + Penalty 4927.007644 = -2888295.219059
  nChanged 11
		SP:Iteration 40F (2001.550000 sec): 3 clusters
  Score: Raw -2893223.288068 + Penalty 4927.007644 = -2888296.280424
  nChanged 8
		SP:Iteration 41Q (2001.620000 sec): 3 clusters
  Score: Raw -2893224.495817 + Penalty 4927.007644 = -2888297.488174
  nChanged 9
		SP:Iteration 42Q (2001.690000 sec): 3 clusters
  Score: Raw -2893226.201089 + Penalty 4927.007644 = -2888299.193446
  nChanged 11
		SP:Iteration 43Q (2001.760000 sec): 3 clusters
  Score: Raw -2893227.518603 + Penalty 4927.007644 = -2888300.510959
  nChanged 13
		SP:Iteration 44Q (2001.830000 sec): 3 clusters
  Score: Raw -2893228.874823 + Penalty 4927.007644 = -2888301.867180
  nChanged 7
		SP:Iteration 45Q (2001.900000 sec): 3 clusters
  Score: Raw -2893229.588307 + Penalty 4927.007644 = -2888302.580664
  nChanged 9
		SP:Iteration 46Q (2001.970000 sec): 3 clusters
  Score: Raw -2893230.657190 + Penalty 4927.007644 = -2888303.649546
  nChanged 7
		SP:Iteration 47Q (2002.040000 sec): 3 clusters
  Score: Raw -2893231.351117 + Penalty 4927.007644 = -2888304.343473
  nChanged 2
		SP:Iteration 48Q (2002.110000 sec): 3 clusters
  Score: Raw -2893231.477405 + Penalty 4927.007644 = -2888304.469761
  nChanged 2
		SP:Iteration 49Q (2002.180000 sec): 3 clusters
  Score: Raw -2893231.723631 + Penalty 4927.007644 = -2888304.715987
  nChanged 4
		SP:Iteration 50Q (2002.250000 sec): 3 clusters
  Score: Raw -2893232.603599 + Penalty 4927.007644 = -2888305.595956
  nChanged 7
		SP:Iteration 51Q (2002.320000 sec): 3 clusters
  Score: Raw -2893233.338520 + Penalty 4927.007644 = -2888306.330876
  nChanged 8
		SP:Iteration 52Q (2002.390000 sec): 3 clusters
  Score: Raw -2893234.332365 + Penalty 4927.007644 = -2888307.324721
  nChanged 6
		SP:Iteration 53Q (2002.460000 sec): 3 clusters
  Score: Raw -2893235.163330 + Penalty 4927.007644 = -2888308.155687
  nChanged 4
		SP:Iteration 54Q (2002.530000 sec): 3 clusters
  Score: Raw -2893235.404502 + Penalty 4927.007644 = -2888308.396858
  nChanged 2
		SP:Iteration 55Q (2002.600000 sec): 3 clusters
  Score: Raw -2893235.671173 + Penalty 4927.007644 = -2888308.663530
  nChanged 2
		SP:Iteration 56Q (2002.660000 sec): 3 clusters
  Score: Raw -2893235.794846 + Penalty 4927.007644 = -2888308.787202
  nChanged 1
		SP:Iteration 57Q (2002.730000 sec): 3 clusters
  Score: Raw -2893235.864472 + Penalty 4927.007644 = -2888308.856829
  nChanged 0
		SP:Iteration 58F (2002.820000 sec): 3 clusters
  Score: Raw -2893235.864472 + Penalty 4927.007644 = -2888308.856829
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (42763 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2002.970000 sec): 2 clusters
  Score: Raw -6598290.017478 + Penalty 2644.530273 = -6595645.487205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2003.150000 sec): 3 clusters
  Score: Raw -6571944.341942 + Penalty 5289.060547 = -6566655.281395
  nChanged 19675
		SP:Iteration 1F (2003.320000 sec): 3 clusters
  Score: Raw -6582700.926892 + Penalty 5289.060547 = -6577411.866346
  nChanged 1778
		SP:Iteration 2Q (2003.500000 sec): 3 clusters
  Score: Raw -6583205.305794 + Penalty 5289.060547 = -6577916.245247
  nChanged 1659
		SP:Iteration 3Q (2003.680000 sec): 3 clusters
  Score: Raw -6583679.914402 + Penalty 5289.060547 = -6578390.853855
  nChanged 1579
		SP:Iteration 4Q (2003.860000 sec): 3 clusters
  Score: Raw -6584157.551412 + Penalty 5289.060547 = -6578868.490865
  nChanged 1565
		SP:Iteration 5Q (2004.030000 sec): 3 clusters
  Score: Raw -6584673.784492 + Penalty 5289.060547 = -6579384.723945
  nChanged 1566
		SP:Iteration 6Q (2004.210000 sec): 3 clusters
  Score: Raw -6585233.954647 + Penalty 5289.060547 = -6579944.894101
  nChanged 1607
		SP:Iteration 7Q (2004.390000 sec): 3 clusters
  Score: Raw -6585895.471531 + Penalty 5289.060547 = -6580606.410984
  nChanged 1714
		SP:Iteration 8Q (2004.560000 sec): 3 clusters
  Score: Raw -6586764.909896 + Penalty 5289.060547 = -6581475.849349
  nChanged 1908
		SP:Iteration 9Q (2004.740000 sec): 3 clusters
  Score: Raw -6587839.950793 + Penalty 5289.060547 = -6582550.890246
  nChanged 1998
		SP:Iteration 10Q (2004.920000 sec): 3 clusters
  Score: Raw -6589103.194131 + Penalty 5289.060547 = -6583814.133585
  nChanged 2060
		SP:Iteration 11Q (2005.090000 sec): 3 clusters
  Score: Raw -6590388.947115 + Penalty 5289.060547 = -6585099.886568
  nChanged 1933
		SP:Iteration 12Q (2005.270000 sec): 3 clusters
  Score: Raw -6591483.720005 + Penalty 5289.060547 = -6586194.659458
  nChanged 1717
		SP:Iteration 13Q (2005.440000 sec): 3 clusters
  Score: Raw -6592350.088838 + Penalty 5289.060547 = -6587061.028292
  nChanged 1462
		SP:Iteration 14Q (2005.610000 sec): 3 clusters
  Score: Raw -6593019.056397 + Penalty 5289.060547 = -6587729.995850
  nChanged 1303
		SP:Iteration 15Q (2005.780000 sec): 3 clusters
  Score: Raw -6593603.180668 + Penalty 5289.060547 = -6588314.120121
  nChanged 1266
		SP:Iteration 16Q (2005.940000 sec): 3 clusters
  Score: Raw -6594200.292825 + Penalty 5289.060547 = -6588911.232278
  nChanged 1224
		SP:Iteration 17Q (2006.100000 sec): 3 clusters
  Score: Raw -6594804.239951 + Penalty 5289.060547 = -6589515.179404
  nChanged 1211
		SP:Iteration 18Q (2006.260000 sec): 3 clusters
  Score: Raw -6595428.809880 + Penalty 5289.060547 = -6590139.749333
  nChanged 1137
		SP:Iteration 19Q (2006.420000 sec): 3 clusters
  Score: Raw -6596024.155592 + Penalty 5289.060547 = -6590735.095045
  nChanged 984
		SP:Iteration 20F (2006.590000 sec): 3 clusters
  Score: Raw -6596559.834855 + Penalty 5289.060547 = -6591270.774309
  nChanged 856
		SP:Iteration 21Q (2006.740000 sec): 3 clusters
  Score: Raw -6597044.746906 + Penalty 5289.060547 = -6591755.686359
  nChanged 758
		SP:Iteration 22Q (2006.880000 sec): 3 clusters
  Score: Raw -6597494.822111 + Penalty 5289.060547 = -6592205.761565
  nChanged 580
		SP:Iteration 23Q (2007.020000 sec): 3 clusters
  Score: Raw -6597855.935873 + Penalty 5289.060547 = -6592566.875326
  nChanged 446
		SP:Iteration 24Q (2007.160000 sec): 3 clusters
  Score: Raw -6598137.911724 + Penalty 5289.060547 = -6592848.851177
  nChanged 325
		SP:Iteration 25Q (2007.290000 sec): 3 clusters
  Score: Raw -6598335.725464 + Penalty 5289.060547 = -6593046.664918
  nChanged 240
		SP:Iteration 26Q (2007.420000 sec): 3 clusters
  Score: Raw -6598479.092879 + Penalty 5289.060547 = -6593190.032332
  nChanged 179
		SP:Iteration 27Q (2007.560000 sec): 3 clusters
  Score: Raw -6598584.925115 + Penalty 5289.060547 = -6593295.864568
  nChanged 135
		SP:Iteration 28Q (2007.690000 sec): 3 clusters
  Score: Raw -6598668.711340 + Penalty 5289.060547 = -6593379.650794
  nChanged 104
		SP:Iteration 29Q (2007.820000 sec): 3 clusters
  Score: Raw -6598736.604353 + Penalty 5289.060547 = -6593447.543806
  nChanged 90
		SP:Iteration 30Q (2007.940000 sec): 3 clusters
  Score: Raw -6598797.228736 + Penalty 5289.060547 = -6593508.168190
  nChanged 81
		SP:Iteration 31Q (2008.070000 sec): 3 clusters
  Score: Raw -6598854.059745 + Penalty 5289.060547 = -6593564.999199
  nChanged 62
		SP:Iteration 32Q (2008.200000 sec): 3 clusters
  Score: Raw -6598897.407892 + Penalty 5289.060547 = -6593608.347345
  nChanged 49
		SP:Iteration 33Q (2008.320000 sec): 3 clusters
  Score: Raw -6598940.769489 + Penalty 5289.060547 = -6593651.708943
  nChanged 50
		SP:Iteration 34Q (2008.450000 sec): 3 clusters
  Score: Raw -6598981.093324 + Penalty 5289.060547 = -6593692.032777
  nChanged 49
		SP:Iteration 35Q (2008.570000 sec): 3 clusters
  Score: Raw -6599024.383962 + Penalty 5289.060547 = -6593735.323415
  nChanged 40
		SP:Iteration 36Q (2008.700000 sec): 3 clusters
  Score: Raw -6599058.185340 + Penalty 5289.060547 = -6593769.124794
  nChanged 40
		SP:Iteration 37Q (2008.820000 sec): 3 clusters
  Score: Raw -6599094.347923 + Penalty 5289.060547 = -6593805.287376
  nChanged 47
		SP:Iteration 38Q (2008.940000 sec): 3 clusters
  Score: Raw -6599137.571489 + Penalty 5289.060547 = -6593848.510942
  nChanged 37
		SP:Iteration 39Q (2009.070000 sec): 3 clusters
  Score: Raw -6599170.357837 + Penalty 5289.060547 = -6593881.297290
  nChanged 30
		SP:Iteration 40F (2009.240000 sec): 3 clusters
  Score: Raw -6599221.137070 + Penalty 5289.060547 = -6593932.076523
  nChanged 39
		SP:Iteration 41Q (2009.360000 sec): 3 clusters
  Score: Raw -6599270.476647 + Penalty 5289.060547 = -6593981.416101
  nChanged 43
		SP:Iteration 42Q (2009.480000 sec): 3 clusters
  Score: Raw -6599321.410146 + Penalty 5289.060547 = -6594032.349599
  nChanged 49
		SP:Iteration 43Q (2009.600000 sec): 3 clusters
  Score: Raw -6599387.779736 + Penalty 5289.060547 = -6594098.719190
  nChanged 41
		SP:Iteration 44Q (2009.730000 sec): 3 clusters
  Score: Raw -6599441.201773 + Penalty 5289.060547 = -6594152.141226
  nChanged 30
		SP:Iteration 45Q (2009.850000 sec): 3 clusters
  Score: Raw -6599483.701686 + Penalty 5289.060547 = -6594194.641139
  nChanged 20
		SP:Iteration 46Q (2009.970000 sec): 3 clusters
  Score: Raw -6599512.056741 + Penalty 5289.060547 = -6594222.996194
  nChanged 25
		SP:Iteration 47Q (2010.090000 sec): 3 clusters
  Score: Raw -6599553.742429 + Penalty 5289.060547 = -6594264.681882
  nChanged 23
		SP:Iteration 48Q (2010.210000 sec): 3 clusters
  Score: Raw -6599582.420395 + Penalty 5289.060547 = -6594293.359848
  nChanged 14
		SP:Iteration 49Q (2010.340000 sec): 3 clusters
  Score: Raw -6599603.197650 + Penalty 5289.060547 = -6594314.137103
  nChanged 11
		SP:Iteration 50Q (2010.460000 sec): 3 clusters
  Score: Raw -6599623.568308 + Penalty 5289.060547 = -6594334.507761
  nChanged 5
		SP:Iteration 51Q (2010.580000 sec): 3 clusters
  Score: Raw -6599630.602803 + Penalty 5289.060547 = -6594341.542256
  nChanged 6
		SP:Iteration 52Q (2010.700000 sec): 3 clusters
  Score: Raw -6599636.834646 + Penalty 5289.060547 = -6594347.774099
  nChanged 3
		SP:Iteration 53Q (2010.820000 sec): 3 clusters
  Score: Raw -6599642.749869 + Penalty 5289.060547 = -6594353.689322
  nChanged 2
		SP:Iteration 54Q (2010.940000 sec): 3 clusters
  Score: Raw -6599645.149825 + Penalty 5289.060547 = -6594356.089278
  nChanged 1
		SP:Iteration 55Q (2011.060000 sec): 3 clusters
  Score: Raw -6599646.273200 + Penalty 5289.060547 = -6594357.212654
  nChanged 0
		SP:Iteration 56F (2011.220000 sec): 3 clusters
  Score: Raw -6599647.313885 + Penalty 5289.060547 = -6594358.253338
  nChanged 1
		SP:Iteration 57Q (2011.340000 sec): 3 clusters
  Score: Raw -6599647.953923 + Penalty 5289.060547 = -6594358.893376
  nChanged 0
		SP:Iteration 58F (2011.520000 sec): 3 clusters
  Score: Raw -6599647.953923 + Penalty 5289.060547 = -6594358.893376
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119965 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2011.940000 sec): 2 clusters
  Score: Raw -17483351.979701 + Penalty 2900.348918 = -17480451.630783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2012.430000 sec): 3 clusters
  Score: Raw -17406003.874056 + Penalty 5800.697835 = -17400203.176221
  nChanged 57081
		SP:Iteration 1F (2012.920000 sec): 3 clusters
  Score: Raw -17439752.677004 + Penalty 5800.697835 = -17433951.979169
  nChanged 5138
		SP:Iteration 2Q (2013.410000 sec): 3 clusters
  Score: Raw -17441643.703377 + Penalty 5800.697835 = -17435843.005542
  nChanged 6120
		SP:Iteration 3F (2013.900000 sec): 3 clusters
  Score: Raw -17444439.826962 + Penalty 5800.697835 = -17438639.129127
  nChanged 7106
		SP:Iteration 4F (2014.380000 sec): 3 clusters
  Score: Raw -17448321.318847 + Penalty 5800.697835 = -17442520.621012
  nChanged 7705
		SP:Iteration 5F (2014.860000 sec): 3 clusters
  Score: Raw -17452802.230789 + Penalty 5800.697835 = -17447001.532954
  nChanged 7565
		SP:Iteration 6F (2015.350000 sec): 3 clusters
  Score: Raw -17457365.547453 + Penalty 5800.697835 = -17451564.849618
  nChanged 6942
		SP:Iteration 7F (2015.840000 sec): 3 clusters
  Score: Raw -17461525.591094 + Penalty 5800.697835 = -17455724.893259
  nChanged 5975
		SP:Iteration 8Q (2016.330000 sec): 3 clusters
  Score: Raw -17465136.644304 + Penalty 5800.697835 = -17459335.946469
  nChanged 5185
		SP:Iteration 9Q (2016.810000 sec): 3 clusters
  Score: Raw -17468466.237553 + Penalty 5800.697835 = -17462665.539718
  nChanged 4505
		SP:Iteration 10Q (2017.300000 sec): 3 clusters
  Score: Raw -17471411.625271 + Penalty 5800.697835 = -17465610.927436
  nChanged 3841
		SP:Iteration 11Q (2017.760000 sec): 3 clusters
  Score: Raw -17474051.836169 + Penalty 5800.697835 = -17468251.138334
  nChanged 3256
		SP:Iteration 12Q (2018.210000 sec): 3 clusters
  Score: Raw -17476378.878276 + Penalty 5800.697835 = -17470578.180441
  nChanged 2569
		SP:Iteration 13Q (2018.640000 sec): 3 clusters
  Score: Raw -17478168.762328 + Penalty 5800.697835 = -17472368.064493
  nChanged 2072
		SP:Iteration 14Q (2019.050000 sec): 3 clusters
  Score: Raw -17479619.006711 + Penalty 5800.697835 = -17473818.308876
  nChanged 1656
		SP:Iteration 15Q (2019.440000 sec): 3 clusters
  Score: Raw -17480770.628086 + Penalty 5800.697835 = -17474969.930251
  nChanged 1302
		SP:Iteration 16Q (2019.820000 sec): 3 clusters
  Score: Raw -17481636.220921 + Penalty 5800.697835 = -17475835.523086
  nChanged 900
		SP:Iteration 17Q (2020.190000 sec): 3 clusters
  Score: Raw -17482226.577703 + Penalty 5800.697835 = -17476425.879868
  nChanged 704
		SP:Iteration 18Q (2020.550000 sec): 3 clusters
  Score: Raw -17482703.025290 + Penalty 5800.697835 = -17476902.327455
  nChanged 463
		SP:Iteration 19Q (2020.910000 sec): 3 clusters
  Score: Raw -17483003.985491 + Penalty 5800.697835 = -17477203.287656
  nChanged 329
		SP:Iteration 20F (2021.390000 sec): 3 clusters
  Score: Raw -17483224.493698 + Penalty 5800.697835 = -17477423.795863
  nChanged 237
		SP:Iteration 21Q (2021.740000 sec): 3 clusters
  Score: Raw -17483361.673579 + Penalty 5800.697835 = -17477560.975744
  nChanged 175
		SP:Iteration 22Q (2022.090000 sec): 3 clusters
  Score: Raw -17483462.246049 + Penalty 5800.697835 = -17477661.548214
  nChanged 134
		SP:Iteration 23Q (2022.430000 sec): 3 clusters
  Score: Raw -17483528.041345 + Penalty 5800.697835 = -17477727.343510
  nChanged 92
		SP:Iteration 24Q (2022.780000 sec): 3 clusters
  Score: Raw -17483570.008544 + Penalty 5800.697835 = -17477769.310709
  nChanged 67
		SP:Iteration 25Q (2023.130000 sec): 3 clusters
  Score: Raw -17483600.363486 + Penalty 5800.697835 = -17477799.665651
  nChanged 43
		SP:Iteration 26Q (2023.470000 sec): 3 clusters
  Score: Raw -17483619.456392 + Penalty 5800.697835 = -17477818.758557
  nChanged 38
		SP:Iteration 27Q (2023.820000 sec): 3 clusters
  Score: Raw -17483635.244602 + Penalty 5800.697835 = -17477834.546767
  nChanged 31
		SP:Iteration 28Q (2024.170000 sec): 3 clusters
  Score: Raw -17483648.166992 + Penalty 5800.697835 = -17477847.469157
  nChanged 20
		SP:Iteration 29Q (2024.510000 sec): 3 clusters
  Score: Raw -17483655.650796 + Penalty 5800.697835 = -17477854.952961
  nChanged 24
		SP:Iteration 30Q (2024.850000 sec): 3 clusters
  Score: Raw -17483665.094208 + Penalty 5800.697835 = -17477864.396373
  nChanged 18
		SP:Iteration 31Q (2025.200000 sec): 3 clusters
  Score: Raw -17483671.743267 + Penalty 5800.697835 = -17477871.045432
  nChanged 16
		SP:Iteration 32Q (2025.540000 sec): 3 clusters
  Score: Raw -17483679.097813 + Penalty 5800.697835 = -17477878.399978
  nChanged 19
		SP:Iteration 33Q (2025.890000 sec): 3 clusters
  Score: Raw -17483687.352037 + Penalty 5800.697835 = -17477886.654202
  nChanged 23
		SP:Iteration 34Q (2026.230000 sec): 3 clusters
  Score: Raw -17483698.331721 + Penalty 5800.697835 = -17477897.633886
  nChanged 23
		SP:Iteration 35Q (2026.570000 sec): 3 clusters
  Score: Raw -17483709.070185 + Penalty 5800.697835 = -17477908.372350
  nChanged 26
		SP:Iteration 36Q (2026.910000 sec): 3 clusters
  Score: Raw -17483721.483228 + Penalty 5800.697835 = -17477920.785393
  nChanged 21
		SP:Iteration 37Q (2027.250000 sec): 3 clusters
  Score: Raw -17483731.065161 + Penalty 5800.697835 = -17477930.367326
  nChanged 16
		SP:Iteration 38Q (2027.600000 sec): 3 clusters
  Score: Raw -17483737.627480 + Penalty 5800.697835 = -17477936.929645
  nChanged 10
		SP:Iteration 39Q (2027.940000 sec): 3 clusters
  Score: Raw -17483741.805756 + Penalty 5800.697835 = -17477941.107921
  nChanged 12
		SP:Iteration 40F (2028.420000 sec): 3 clusters
  Score: Raw -17483747.755574 + Penalty 5800.697835 = -17477947.057739
  nChanged 7
		SP:Iteration 41Q (2028.760000 sec): 3 clusters
  Score: Raw -17483751.318942 + Penalty 5800.697835 = -17477950.621107
  nChanged 6
		SP:Iteration 42Q (2029.110000 sec): 3 clusters
  Score: Raw -17483753.445247 + Penalty 5800.697835 = -17477952.747412
  nChanged 5
		SP:Iteration 43Q (2029.450000 sec): 3 clusters
  Score: Raw -17483755.558888 + Penalty 5800.697835 = -17477954.861053
  nChanged 5
		SP:Iteration 44Q (2029.790000 sec): 3 clusters
  Score: Raw -17483757.752075 + Penalty 5800.697835 = -17477957.054240
  nChanged 3
		SP:Iteration 45Q (2030.140000 sec): 3 clusters
  Score: Raw -17483759.729115 + Penalty 5800.697835 = -17477959.031280
  nChanged 3
		SP:Iteration 46Q (2030.480000 sec): 3 clusters
  Score: Raw -17483760.577013 + Penalty 5800.697835 = -17477959.879178
  nChanged 0
		SP:Iteration 47F (2030.960000 sec): 3 clusters
  Score: Raw -17483760.577013 + Penalty 5800.697835 = -17477959.879178
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11717 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2031.040000 sec): 2 clusters
  Score: Raw -1787233.162472 + Penalty 2323.461422 = -1784909.701049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2031.090000 sec): 3 clusters
  Score: Raw -1780792.892654 + Penalty 4646.922845 = -1776145.969810
  nChanged 4910
		SP:Iteration 1F (2031.130000 sec): 3 clusters
  Score: Raw -1783313.337256 + Penalty 4646.922845 = -1778666.414411
  nChanged 736
		SP:Iteration 2F (2031.180000 sec): 3 clusters
  Score: Raw -1783608.925093 + Penalty 4646.922845 = -1778962.002249
  nChanged 539
		SP:Iteration 3Q (2031.230000 sec): 3 clusters
  Score: Raw -1783822.956275 + Penalty 4646.922845 = -1779176.033431
  nChanged 476
		SP:Iteration 4Q (2031.270000 sec): 3 clusters
  Score: Raw -1783988.298296 + Penalty 4646.922845 = -1779341.375452
  nChanged 348
		SP:Iteration 5Q (2031.320000 sec): 3 clusters
  Score: Raw -1784107.756905 + Penalty 4646.922845 = -1779460.834060
  nChanged 330
		SP:Iteration 6Q (2031.360000 sec): 3 clusters
  Score: Raw -1784218.355761 + Penalty 4646.922845 = -1779571.432916
  nChanged 284
		SP:Iteration 7Q (2031.410000 sec): 3 clusters
  Score: Raw -1784322.962813 + Penalty 4646.922845 = -1779676.039968
  nChanged 301
		SP:Iteration 8Q (2031.460000 sec): 3 clusters
  Score: Raw -1784447.676748 + Penalty 4646.922845 = -1779800.753904
  nChanged 306
		SP:Iteration 9Q (2031.500000 sec): 3 clusters
  Score: Raw -1784580.505902 + Penalty 4646.922845 = -1779933.583058
  nChanged 329
		SP:Iteration 10Q (2031.550000 sec): 3 clusters
  Score: Raw -1784728.233290 + Penalty 4646.922845 = -1780081.310446
  nChanged 353
		SP:Iteration 11Q (2031.600000 sec): 3 clusters
  Score: Raw -1784889.587397 + Penalty 4646.922845 = -1780242.664553
  nChanged 370
		SP:Iteration 12Q (2031.640000 sec): 3 clusters
  Score: Raw -1785062.424630 + Penalty 4646.922845 = -1780415.501785
  nChanged 395
		SP:Iteration 13Q (2031.690000 sec): 3 clusters
  Score: Raw -1785276.671115 + Penalty 4646.922845 = -1780629.748271
  nChanged 424
		SP:Iteration 14Q (2031.740000 sec): 3 clusters
  Score: Raw -1785536.103027 + Penalty 4646.922845 = -1780889.180182
  nChanged 455
		SP:Iteration 15Q (2031.780000 sec): 3 clusters
  Score: Raw -1785818.061134 + Penalty 4646.922845 = -1781171.138290
  nChanged 408
		SP:Iteration 16Q (2031.830000 sec): 3 clusters
  Score: Raw -1786095.940801 + Penalty 4646.922845 = -1781449.017957
  nChanged 405
		SP:Iteration 17Q (2031.870000 sec): 3 clusters
  Score: Raw -1786376.274416 + Penalty 4646.922845 = -1781729.351571
  nChanged 355
		SP:Iteration 18Q (2031.910000 sec): 3 clusters
  Score: Raw -1786641.548204 + Penalty 4646.922845 = -1781994.625360
  nChanged 325
		SP:Iteration 19Q (2031.960000 sec): 3 clusters
  Score: Raw -1786883.917799 + Penalty 4646.922845 = -1782236.994955
  nChanged 227
		SP:Iteration 20F (2032.000000 sec): 3 clusters
  Score: Raw -1787055.049647 + Penalty 4646.922845 = -1782408.126802
  nChanged 173
		SP:Iteration 21Q (2032.040000 sec): 3 clusters
  Score: Raw -1787187.723454 + Penalty 4646.922845 = -1782540.800610
  nChanged 114
		SP:Iteration 22Q (2032.080000 sec): 3 clusters
  Score: Raw -1787277.755265 + Penalty 4646.922845 = -1782630.832420
  nChanged 80
		SP:Iteration 23Q (2032.120000 sec): 3 clusters
  Score: Raw -1787340.416124 + Penalty 4646.922845 = -1782693.493279
  nChanged 58
		SP:Iteration 24Q (2032.160000 sec): 3 clusters
  Score: Raw -1787389.387781 + Penalty 4646.922845 = -1782742.464936
  nChanged 39
		SP:Iteration 25Q (2032.190000 sec): 3 clusters
  Score: Raw -1787419.812025 + Penalty 4646.922845 = -1782772.889181
  nChanged 24
		SP:Iteration 26Q (2032.230000 sec): 3 clusters
  Score: Raw -1787446.589230 + Penalty 4646.922845 = -1782799.666385
  nChanged 28
		SP:Iteration 27Q (2032.260000 sec): 3 clusters
  Score: Raw -1787476.882449 + Penalty 4646.922845 = -1782829.959605
  nChanged 13
		SP:Iteration 28Q (2032.300000 sec): 3 clusters
  Score: Raw -1787490.502570 + Penalty 4646.922845 = -1782843.579725
  nChanged 8
		SP:Iteration 29Q (2032.340000 sec): 3 clusters
  Score: Raw -1787497.718937 + Penalty 4646.922845 = -1782850.796092
  nChanged 8
		SP:Iteration 30Q (2032.370000 sec): 3 clusters
  Score: Raw -1787503.827225 + Penalty 4646.922845 = -1782856.904380
  nChanged 3
		SP:Iteration 31Q (2032.410000 sec): 3 clusters
  Score: Raw -1787506.148396 + Penalty 4646.922845 = -1782859.225551
  nChanged 3
		SP:Iteration 32Q (2032.440000 sec): 3 clusters
  Score: Raw -1787508.726134 + Penalty 4646.922845 = -1782861.803290
  nChanged 1
		SP:Iteration 33Q (2032.480000 sec): 3 clusters
  Score: Raw -1787510.088247 + Penalty 4646.922845 = -1782863.165402
  nChanged 2
		SP:Iteration 34Q (2032.510000 sec): 3 clusters
  Score: Raw -1787512.595610 + Penalty 4646.922845 = -1782865.672766
  nChanged 4
		SP:Iteration 35Q (2032.550000 sec): 3 clusters
  Score: Raw -1787515.844406 + Penalty 4646.922845 = -1782868.921562
  nChanged 1
		SP:Iteration 36Q (2032.580000 sec): 3 clusters
  Score: Raw -1787516.977445 + Penalty 4646.922845 = -1782870.054601
  nChanged 2
		SP:Iteration 37Q (2032.620000 sec): 3 clusters
  Score: Raw -1787519.103401 + Penalty 4646.922845 = -1782872.180557
  nChanged 1
		SP:Iteration 38Q (2032.650000 sec): 3 clusters
  Score: Raw -1787519.875302 + Penalty 4646.922845 = -1782872.952458
  nChanged 2
		SP:Iteration 39Q (2032.690000 sec): 3 clusters
  Score: Raw -1787523.079336 + Penalty 4646.922845 = -1782876.156491
  nChanged 3
		SP:Iteration 40F (2032.740000 sec): 3 clusters
  Score: Raw -1787525.248921 + Penalty 4646.922845 = -1782878.326076
  nChanged 1
		SP:Iteration 41Q (2032.770000 sec): 3 clusters
  Score: Raw -1787526.322186 + Penalty 4646.922845 = -1782879.399341
  nChanged 1
		SP:Iteration 42Q (2032.810000 sec): 3 clusters
  Score: Raw -1787526.765907 + Penalty 4646.922845 = -1782879.843062
  nChanged 0
		SP:Iteration 43F (2032.860000 sec): 3 clusters
  Score: Raw -1787526.765907 + Penalty 4646.922845 = -1782879.843062
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (3729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2032.880000 sec): 2 clusters
  Score: Raw -531615.056039 + Penalty 2039.526054 = -529575.529984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2032.900000 sec): 3 clusters
  Score: Raw -529941.489615 + Penalty 4079.052109 = -525862.437506
  nChanged 1328
		SP:Iteration 1F (2032.910000 sec): 3 clusters
  Score: Raw -530687.548154 + Penalty 4079.052109 = -526608.496046
  nChanged 285
		SP:Iteration 2F (2032.930000 sec): 3 clusters
  Score: Raw -530884.158635 + Penalty 4079.052109 = -526805.106526
  nChanged 207
		SP:Iteration 3F (2032.940000 sec): 3 clusters
  Score: Raw -531027.564536 + Penalty 4079.052109 = -526948.512427
  nChanged 152
		SP:Iteration 4Q (2032.960000 sec): 3 clusters
  Score: Raw -531120.543048 + Penalty 4079.052109 = -527041.490940
  nChanged 106
		SP:Iteration 5Q (2032.970000 sec): 3 clusters
  Score: Raw -531190.619971 + Penalty 4079.052109 = -527111.567862
  nChanged 87
		SP:Iteration 6Q (2032.990000 sec): 3 clusters
  Score: Raw -531244.652871 + Penalty 4079.052109 = -527165.600763
  nChanged 91
		SP:Iteration 7Q (2033.000000 sec): 3 clusters
  Score: Raw -531297.944624 + Penalty 4079.052109 = -527218.892515
  nChanged 87
		SP:Iteration 8Q (2033.020000 sec): 3 clusters
  Score: Raw -531355.880868 + Penalty 4079.052109 = -527276.828759
  nChanged 73
		SP:Iteration 9Q (2033.030000 sec): 3 clusters
  Score: Raw -531398.857992 + Penalty 4079.052109 = -527319.805884
  nChanged 65
		SP:Iteration 10Q (2033.050000 sec): 3 clusters
  Score: Raw -531440.377942 + Penalty 4079.052109 = -527361.325833
  nChanged 74
		SP:Iteration 11Q (2033.060000 sec): 3 clusters
  Score: Raw -531493.614400 + Penalty 4079.052109 = -527414.562292
  nChanged 81
		SP:Iteration 12Q (2033.080000 sec): 3 clusters
  Score: Raw -531550.708526 + Penalty 4079.052109 = -527471.656417
  nChanged 69
		SP:Iteration 13Q (2033.090000 sec): 3 clusters
  Score: Raw -531605.011141 + Penalty 4079.052109 = -527525.959032
  nChanged 73
		SP:Iteration 14Q (2033.100000 sec): 3 clusters
  Score: Raw -531657.398148 + Penalty 4079.052109 = -527578.346040
  nChanged 71
		SP:Iteration 15Q (2033.120000 sec): 3 clusters
  Score: Raw -531717.739116 + Penalty 4079.052109 = -527638.687008
  nChanged 74
		SP:Iteration 16Q (2033.140000 sec): 3 clusters
  Score: Raw -531774.979183 + Penalty 4079.052109 = -527695.927074
  nChanged 81
		SP:Iteration 17Q (2033.140000 sec): 3 clusters
  Score: Raw -531837.210845 + Penalty 4079.052109 = -527758.158736
  nChanged 72
		SP:Iteration 18Q (2033.160000 sec): 3 clusters
  Score: Raw -531894.972907 + Penalty 4079.052109 = -527815.920798
  nChanged 56
		SP:Iteration 19Q (2033.170000 sec): 3 clusters
  Score: Raw -531938.971837 + Penalty 4079.052109 = -527859.919728
  nChanged 52
		SP:Iteration 20F (2033.190000 sec): 3 clusters
  Score: Raw -531977.100563 + Penalty 4079.052109 = -527898.048454
  nChanged 49
		SP:Iteration 21Q (2033.200000 sec): 3 clusters
  Score: Raw -532017.213555 + Penalty 4079.052109 = -527938.161447
  nChanged 45
		SP:Iteration 22Q (2033.220000 sec): 3 clusters
  Score: Raw -532050.207209 + Penalty 4079.052109 = -527971.155101
  nChanged 41
		SP:Iteration 23Q (2033.230000 sec): 3 clusters
  Score: Raw -532081.946331 + Penalty 4079.052109 = -528002.894223
  nChanged 36
		SP:Iteration 24Q (2033.240000 sec): 3 clusters
  Score: Raw -532104.771054 + Penalty 4079.052109 = -528025.718945
  nChanged 28
		SP:Iteration 25Q (2033.260000 sec): 3 clusters
  Score: Raw -532122.332898 + Penalty 4079.052109 = -528043.280790
  nChanged 24
		SP:Iteration 26Q (2033.270000 sec): 3 clusters
  Score: Raw -532138.399190 + Penalty 4079.052109 = -528059.347081
  nChanged 26
		SP:Iteration 27Q (2033.280000 sec): 3 clusters
  Score: Raw -532154.656092 + Penalty 4079.052109 = -528075.603983
  nChanged 22
		SP:Iteration 28Q (2033.300000 sec): 3 clusters
  Score: Raw -532169.642623 + Penalty 4079.052109 = -528090.590515
  nChanged 26
		SP:Iteration 29Q (2033.310000 sec): 3 clusters
  Score: Raw -532184.058925 + Penalty 4079.052109 = -528105.006816
  nChanged 12
		SP:Iteration 30Q (2033.320000 sec): 3 clusters
  Score: Raw -532190.663738 + Penalty 4079.052109 = -528111.611630
  nChanged 7
		SP:Iteration 31Q (2033.340000 sec): 3 clusters
  Score: Raw -532195.212577 + Penalty 4079.052109 = -528116.160468
  nChanged 8
		SP:Iteration 32Q (2033.350000 sec): 3 clusters
  Score: Raw -532199.957621 + Penalty 4079.052109 = -528120.905512
  nChanged 10
		SP:Iteration 33Q (2033.360000 sec): 3 clusters
  Score: Raw -532204.639894 + Penalty 4079.052109 = -528125.587785
  nChanged 6
		SP:Iteration 34Q (2033.380000 sec): 3 clusters
  Score: Raw -532207.107071 + Penalty 4079.052109 = -528128.054962
  nChanged 4
		SP:Iteration 35Q (2033.390000 sec): 3 clusters
  Score: Raw -532209.233718 + Penalty 4079.052109 = -528130.181609
  nChanged 4
		SP:Iteration 36Q (2033.400000 sec): 3 clusters
  Score: Raw -532211.630980 + Penalty 4079.052109 = -528132.578872
  nChanged 5
		SP:Iteration 37Q (2033.420000 sec): 3 clusters
  Score: Raw -532213.342846 + Penalty 4079.052109 = -528134.290737
  nChanged 4
		SP:Iteration 38Q (2033.430000 sec): 3 clusters
  Score: Raw -532215.055661 + Penalty 4079.052109 = -528136.003553
  nChanged 1
		SP:Iteration 39Q (2033.440000 sec): 3 clusters
  Score: Raw -532215.377676 + Penalty 4079.052109 = -528136.325567
  nChanged 0
		SP:Iteration 40F (2033.460000 sec): 3 clusters
  Score: Raw -532215.377676 + Penalty 4079.052109 = -528136.325567
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2033.460000 sec): 2 clusters
  Score: Raw -27600.991144 + Penalty 1356.078915 = -26244.912229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2033.460000 sec): 3 clusters
  Score: Raw -27828.194463 + Penalty 2712.157830 = -25116.036633
  nChanged 33
		SP:Iteration 1F (2033.460000 sec): 3 clusters
  Score: Raw -28061.005293 + Penalty 2712.157830 = -25348.847463
  nChanged 12
		SP:Iteration 2F (2033.460000 sec): 3 clusters
  Score: Raw -28198.372559 + Penalty 2712.157830 = -25486.214729
  nChanged 6
		SP:Iteration 3Q (2033.460000 sec): 3 clusters
  Score: Raw -28229.794493 + Penalty 2712.157830 = -25517.636663
  nChanged 3
		SP:Iteration 4Q (2033.460000 sec): 3 clusters
  Score: Raw -28244.614945 + Penalty 2712.157830 = -25532.457115
  nChanged 3
		SP:Iteration 5Q (2033.470000 sec): 3 clusters
  Score: Raw -28257.834662 + Penalty 2712.157830 = -25545.676832
  nChanged 3
		SP:Iteration 6Q (2033.470000 sec): 3 clusters
  Score: Raw -28271.670912 + Penalty 2712.157830 = -25559.513082
  nChanged 3
		SP:Iteration 7Q (2033.470000 sec): 3 clusters
  Score: Raw -28289.498503 + Penalty 2712.157830 = -25577.340673
  nChanged 3
		SP:Iteration 8Q (2033.470000 sec): 3 clusters
  Score: Raw -28303.753013 + Penalty 2712.157830 = -25591.595183
  nChanged 3
		SP:Iteration 9Q (2033.470000 sec): 3 clusters
  Score: Raw -28329.206151 + Penalty 2712.157830 = -25617.048321
  nChanged 2
		SP:Iteration 10Q (2033.470000 sec): 3 clusters
  Score: Raw -28363.013365 + Penalty 2712.157830 = -25650.855535
  nChanged 1
		SP:Iteration 11Q (2033.470000 sec): 3 clusters
  Score: Raw -28371.539522 + Penalty 2712.157830 = -25659.381692
  nChanged 1
		SP:Iteration 12Q (2033.470000 sec): 3 clusters
  Score: Raw -28381.631143 + Penalty 2712.157830 = -25669.473313
  nChanged 0
		SP:Iteration 13F (2033.470000 sec): 3 clusters
  Score: Raw -28381.631143 + Penalty 2712.157830 = -25669.473313
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (31003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2033.590000 sec): 2 clusters
  Score: Raw -4525680.722365 + Penalty 2564.776135 = -4523115.946230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2033.720000 sec): 3 clusters
  Score: Raw -4507083.215395 + Penalty 5129.552269 = -4501953.663125
  nChanged 13972
		SP:Iteration 1F (2033.840000 sec): 3 clusters
  Score: Raw -4514736.128205 + Penalty 5129.552269 = -4509606.575936
  nChanged 1605
		SP:Iteration 2F (2033.960000 sec): 3 clusters
  Score: Raw -4515526.158520 + Penalty 5129.552269 = -4510396.606251
  nChanged 1842
		SP:Iteration 3F (2034.090000 sec): 3 clusters
  Score: Raw -4516573.898890 + Penalty 5129.552269 = -4511444.346621
  nChanged 2057
		SP:Iteration 4F (2034.220000 sec): 3 clusters
  Score: Raw -4517900.036826 + Penalty 5129.552269 = -4512770.484557
  nChanged 2347
		SP:Iteration 5F (2034.340000 sec): 3 clusters
  Score: Raw -4519554.105221 + Penalty 5129.552269 = -4514424.552951
  nChanged 2391
		SP:Iteration 6F (2034.460000 sec): 3 clusters
  Score: Raw -4521311.030166 + Penalty 5129.552269 = -4516181.477896
  nChanged 2087
		SP:Iteration 7F (2034.590000 sec): 3 clusters
  Score: Raw -4522781.221686 + Penalty 5129.552269 = -4517651.669416
  nChanged 1552
		SP:Iteration 8F (2034.710000 sec): 3 clusters
  Score: Raw -4523832.467613 + Penalty 5129.552269 = -4518702.915343
  nChanged 1015
		SP:Iteration 9Q (2034.840000 sec): 3 clusters
  Score: Raw -4524518.763114 + Penalty 5129.552269 = -4519389.210844
  nChanged 643
		SP:Iteration 10Q (2034.960000 sec): 3 clusters
  Score: Raw -4525069.444111 + Penalty 5129.552269 = -4519939.891842
  nChanged 464
		SP:Iteration 11Q (2035.080000 sec): 3 clusters
  Score: Raw -4525966.430853 + Penalty 5129.552269 = -4520836.878584
  nChanged 296
		SP:Iteration 12Q (2035.200000 sec): 3 clusters
  Score: Raw -4526431.084680 + Penalty 5129.552269 = -4521301.532410
  nChanged 236
		SP:Iteration 13Q (2035.300000 sec): 3 clusters
  Score: Raw -4526520.447202 + Penalty 5129.552269 = -4521390.894933
  nChanged 158
		SP:Iteration 14Q (2035.400000 sec): 3 clusters
  Score: Raw -4526569.523787 + Penalty 5129.552269 = -4521439.971517
  nChanged 130
		SP:Iteration 15Q (2035.500000 sec): 3 clusters
  Score: Raw -4526605.157928 + Penalty 5129.552269 = -4521475.605659
  nChanged 121
		SP:Iteration 16Q (2035.600000 sec): 3 clusters
  Score: Raw -4526637.698323 + Penalty 5129.552269 = -4521508.146054
  nChanged 85
		SP:Iteration 17Q (2035.700000 sec): 3 clusters
  Score: Raw -4526657.941612 + Penalty 5129.552269 = -4521528.389342
  nChanged 69
		SP:Iteration 18Q (2035.800000 sec): 3 clusters
  Score: Raw -4526674.079400 + Penalty 5129.552269 = -4521544.527131
  nChanged 69
		SP:Iteration 19Q (2035.900000 sec): 3 clusters
  Score: Raw -4526689.178578 + Penalty 5129.552269 = -4521559.626309
  nChanged 56
		SP:Iteration 20F (2036.020000 sec): 3 clusters
  Score: Raw -4526702.121446 + Penalty 5129.552269 = -4521572.569176
  nChanged 55
		SP:Iteration 21Q (2036.120000 sec): 3 clusters
  Score: Raw -4526714.089609 + Penalty 5129.552269 = -4521584.537339
  nChanged 43
		SP:Iteration 22Q (2036.210000 sec): 3 clusters
  Score: Raw -4526723.839125 + Penalty 5129.552269 = -4521594.286856
  nChanged 44
		SP:Iteration 23Q (2036.300000 sec): 3 clusters
  Score: Raw -4526732.253787 + Penalty 5129.552269 = -4521602.701517
  nChanged 38
		SP:Iteration 24Q (2036.390000 sec): 3 clusters
  Score: Raw -4526740.748940 + Penalty 5129.552269 = -4521611.196670
  nChanged 35
		SP:Iteration 25Q (2036.480000 sec): 3 clusters
  Score: Raw -4526749.209878 + Penalty 5129.552269 = -4521619.657609
  nChanged 29
		SP:Iteration 26Q (2036.570000 sec): 3 clusters
  Score: Raw -4526755.051510 + Penalty 5129.552269 = -4521625.499241
  nChanged 27
		SP:Iteration 27Q (2036.670000 sec): 3 clusters
  Score: Raw -4526759.756813 + Penalty 5129.552269 = -4521630.204544
  nChanged 23
		SP:Iteration 28Q (2036.760000 sec): 3 clusters
  Score: Raw -4526763.944572 + Penalty 5129.552269 = -4521634.392302
  nChanged 15
		SP:Iteration 29Q (2036.850000 sec): 3 clusters
  Score: Raw -4526767.525212 + Penalty 5129.552269 = -4521637.972943
  nChanged 20
		SP:Iteration 30Q (2036.940000 sec): 3 clusters
  Score: Raw -4526771.593804 + Penalty 5129.552269 = -4521642.041535
  nChanged 19
		SP:Iteration 31Q (2037.030000 sec): 3 clusters
  Score: Raw -4526775.312422 + Penalty 5129.552269 = -4521645.760153
  nChanged 20
		SP:Iteration 32Q (2037.120000 sec): 3 clusters
  Score: Raw -4526778.730215 + Penalty 5129.552269 = -4521649.177945
  nChanged 21
		SP:Iteration 33Q (2037.210000 sec): 3 clusters
  Score: Raw -4526782.613912 + Penalty 5129.552269 = -4521653.061643
  nChanged 19
		SP:Iteration 34Q (2037.300000 sec): 3 clusters
  Score: Raw -4526785.617448 + Penalty 5129.552269 = -4521656.065179
  nChanged 26
		SP:Iteration 35Q (2037.400000 sec): 3 clusters
  Score: Raw -4526790.226828 + Penalty 5129.552269 = -4521660.674559
  nChanged 14
		SP:Iteration 36Q (2037.480000 sec): 3 clusters
  Score: Raw -4526792.936681 + Penalty 5129.552269 = -4521663.384412
  nChanged 14
		SP:Iteration 37Q (2037.570000 sec): 3 clusters
  Score: Raw -4526794.915945 + Penalty 5129.552269 = -4521665.363676
  nChanged 12
		SP:Iteration 38Q (2037.660000 sec): 3 clusters
  Score: Raw -4526796.665577 + Penalty 5129.552269 = -4521667.113307
  nChanged 13
		SP:Iteration 39Q (2037.760000 sec): 3 clusters
  Score: Raw -4526798.850799 + Penalty 5129.552269 = -4521669.298530
  nChanged 14
		SP:Iteration 40F (2037.870000 sec): 3 clusters
  Score: Raw -4526800.621316 + Penalty 5129.552269 = -4521671.069046
  nChanged 11
		SP:Iteration 41Q (2037.960000 sec): 3 clusters
  Score: Raw -4526802.323152 + Penalty 5129.552269 = -4521672.770882
  nChanged 13
		SP:Iteration 42Q (2038.050000 sec): 3 clusters
  Score: Raw -4526804.579139 + Penalty 5129.552269 = -4521675.026870
  nChanged 10
		SP:Iteration 43Q (2038.140000 sec): 3 clusters
  Score: Raw -4526806.199727 + Penalty 5129.552269 = -4521676.647458
  nChanged 10
		SP:Iteration 44Q (2038.230000 sec): 3 clusters
  Score: Raw -4526807.701137 + Penalty 5129.552269 = -4521678.148867
  nChanged 7
		SP:Iteration 45Q (2038.320000 sec): 3 clusters
  Score: Raw -4526809.100222 + Penalty 5129.552269 = -4521679.547952
  nChanged 7
		SP:Iteration 46Q (2038.410000 sec): 3 clusters
  Score: Raw -4526810.043467 + Penalty 5129.552269 = -4521680.491198
  nChanged 4
		SP:Iteration 47Q (2038.500000 sec): 3 clusters
  Score: Raw -4526810.895837 + Penalty 5129.552269 = -4521681.343568
  nChanged 7
		SP:Iteration 48Q (2038.590000 sec): 3 clusters
  Score: Raw -4526811.717204 + Penalty 5129.552269 = -4521682.164935
  nChanged 5
		SP:Iteration 49Q (2038.680000 sec): 3 clusters
  Score: Raw -4526812.439194 + Penalty 5129.552269 = -4521682.886925
  nChanged 4
		SP:Iteration 50Q (2038.770000 sec): 3 clusters
  Score: Raw -4526813.064744 + Penalty 5129.552269 = -4521683.512475
  nChanged 3
		SP:Iteration 51Q (2038.860000 sec): 3 clusters
  Score: Raw -4526813.511493 + Penalty 5129.552269 = -4521683.959224
  nChanged 3
		SP:Iteration 52Q (2038.960000 sec): 3 clusters
  Score: Raw -4526813.877301 + Penalty 5129.552269 = -4521684.325032
  nChanged 2
		SP:Iteration 53Q (2039.040000 sec): 3 clusters
  Score: Raw -4526814.108933 + Penalty 5129.552269 = -4521684.556664
  nChanged 3
		SP:Iteration 54Q (2039.140000 sec): 3 clusters
  Score: Raw -4526814.546440 + Penalty 5129.552269 = -4521684.994170
  nChanged 1
		SP:Iteration 55Q (2039.220000 sec): 3 clusters
  Score: Raw -4526814.656603 + Penalty 5129.552269 = -4521685.104334
  nChanged 1
		SP:Iteration 56Q (2039.320000 sec): 3 clusters
  Score: Raw -4526814.753747 + Penalty 5129.552269 = -4521685.201478
  nChanged 3
		SP:Iteration 57Q (2039.400000 sec): 3 clusters
  Score: Raw -4526815.495363 + Penalty 5129.552269 = -4521685.943093
  nChanged 5
		SP:Iteration 58Q (2039.500000 sec): 3 clusters
  Score: Raw -4526816.340051 + Penalty 5129.552269 = -4521686.787782
  nChanged 3
		SP:Iteration 59Q (2039.580000 sec): 3 clusters
  Score: Raw -4526816.829712 + Penalty 5129.552269 = -4521687.277442
  nChanged 1
		SP:Iteration 60F (2039.700000 sec): 3 clusters
  Score: Raw -4526817.014672 + Penalty 5129.552269 = -4521687.462402
  nChanged 2
		SP:Iteration 61Q (2039.790000 sec): 3 clusters
  Score: Raw -4526817.199387 + Penalty 5129.552269 = -4521687.647118
  nChanged 1
		SP:Iteration 62Q (2039.880000 sec): 3 clusters
  Score: Raw -4526817.339111 + Penalty 5129.552269 = -4521687.786842
  nChanged 1
		SP:Iteration 63Q (2039.970000 sec): 3 clusters
  Score: Raw -4526817.438411 + Penalty 5129.552269 = -4521687.886141
  nChanged 0
		SP:Iteration 64F (2040.080000 sec): 3 clusters
  Score: Raw -4526817.438411 + Penalty 5129.552269 = -4521687.886141
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.100000 sec): 2 clusters
  Score: Raw -59140.792012 + Penalty 1506.115044 = -57634.676968
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.100000 sec): 3 clusters
  Score: Raw -59245.037255 + Penalty 3012.230089 = -56232.807166
  nChanged 80
		SP:Iteration 1F (2040.100000 sec): 3 clusters
  Score: Raw -59479.035120 + Penalty 3012.230089 = -56466.805031
  nChanged 35
		SP:Iteration 2F (2040.110000 sec): 3 clusters
  Score: Raw -59634.040719 + Penalty 3012.230089 = -56621.810631
  nChanged 21
		SP:Iteration 3Q (2040.110000 sec): 3 clusters
  Score: Raw -59764.770914 + Penalty 3012.230089 = -56752.540825
  nChanged 14
		SP:Iteration 4Q (2040.110000 sec): 3 clusters
  Score: Raw -59836.393948 + Penalty 3012.230089 = -56824.163859
  nChanged 14
		SP:Iteration 5Q (2040.110000 sec): 3 clusters
  Score: Raw -59906.657090 + Penalty 3012.230089 = -56894.427001
  nChanged 8
		SP:Iteration 6Q (2040.110000 sec): 3 clusters
  Score: Raw -59951.336199 + Penalty 3012.230089 = -56939.106110
  nChanged 6
		SP:Iteration 7Q (2040.110000 sec): 3 clusters
  Score: Raw -59972.270554 + Penalty 3012.230089 = -56960.040465
  nChanged 9
		SP:Iteration 8Q (2040.120000 sec): 3 clusters
  Score: Raw -60007.646881 + Penalty 3012.230089 = -56995.416792
  nChanged 11
		SP:Iteration 9Q (2040.120000 sec): 3 clusters
  Score: Raw -60077.723555 + Penalty 3012.230089 = -57065.493467
  nChanged 18
		SP:Iteration 10Q (2040.120000 sec): 3 clusters
  Score: Raw -60215.621097 + Penalty 3012.230089 = -57203.391008
  nChanged 14
		SP:Iteration 11Q (2040.120000 sec): 3 clusters
  Score: Raw -60303.391456 + Penalty 3012.230089 = -57291.161367
  nChanged 9
		SP:Iteration 12Q (2040.120000 sec): 3 clusters
  Score: Raw -60378.387823 + Penalty 3012.230089 = -57366.157734
  nChanged 10
		SP:Iteration 13Q (2040.120000 sec): 3 clusters
  Score: Raw -60480.320418 + Penalty 3012.230089 = -57468.090329
  nChanged 3
		SP:Iteration 14Q (2040.120000 sec): 3 clusters
  Score: Raw -60519.523733 + Penalty 3012.230089 = -57507.293644
  nChanged 3
		SP:Iteration 15Q (2040.120000 sec): 3 clusters
  Score: Raw -60583.757959 + Penalty 3012.230089 = -57571.527870
  nChanged 0
		SP:Iteration 16F (2040.120000 sec): 3 clusters
  Score: Raw -60596.369537 + Penalty 3012.230089 = -57584.139449
  nChanged 3
		SP:Iteration 17Q (2040.130000 sec): 3 clusters
  Score: Raw -60608.496696 + Penalty 3012.230089 = -57596.266608
  nChanged 2
		SP:Iteration 18Q (2040.130000 sec): 3 clusters
  Score: Raw -60613.386689 + Penalty 3012.230089 = -57601.156600
  nChanged 1
		SP:Iteration 19Q (2040.130000 sec): 3 clusters
  Score: Raw -60632.172779 + Penalty 3012.230089 = -57619.942690
  nChanged 1
		SP:Iteration 20F (2040.130000 sec): 3 clusters
  Score: Raw -60635.084702 + Penalty 3012.230089 = -57622.854613
  nChanged 1
		SP:Iteration 21Q (2040.130000 sec): 3 clusters
  Score: Raw -60641.141386 + Penalty 3012.230089 = -57628.911297
  nChanged 0
		SP:Iteration 22F (2040.130000 sec): 3 clusters
  Score: Raw -60641.141386 + Penalty 3012.230089 = -57628.911297
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 23 (585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.140000 sec): 2 clusters
  Score: Raw -75637.629266 + Penalty 1580.159738 = -74057.469528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.140000 sec): 3 clusters
  Score: Raw -75670.285935 + Penalty 3160.319476 = -72509.966459
  nChanged 125
		SP:Iteration 1F (2040.140000 sec): 3 clusters
  Score: Raw -76172.214478 + Penalty 3160.319476 = -73011.895002
  nChanged 63
		SP:Iteration 2F (2040.140000 sec): 3 clusters
  Score: Raw -76706.359757 + Penalty 3160.319476 = -73546.040281
  nChanged 73
		SP:Iteration 3F (2040.150000 sec): 3 clusters
  Score: Raw -76955.970995 + Penalty 3160.319476 = -73795.651519
  nChanged 43
		SP:Iteration 4F (2040.150000 sec): 3 clusters
  Score: Raw -77115.002169 + Penalty 3160.319476 = -73954.682693
  nChanged 18
		SP:Iteration 5Q (2040.150000 sec): 3 clusters
  Score: Raw -77195.243165 + Penalty 3160.319476 = -74034.923689
  nChanged 9
		SP:Iteration 6Q (2040.150000 sec): 3 clusters
  Score: Raw -77235.981069 + Penalty 3160.319476 = -74075.661593
  nChanged 9
		SP:Iteration 7Q (2040.150000 sec): 3 clusters
  Score: Raw -77284.431136 + Penalty 3160.319476 = -74124.111660
  nChanged 3
		SP:Iteration 8Q (2040.160000 sec): 3 clusters
  Score: Raw -77300.618532 + Penalty 3160.319476 = -74140.299056
  nChanged 3
		SP:Iteration 9Q (2040.160000 sec): 3 clusters
  Score: Raw -77321.791266 + Penalty 3160.319476 = -74161.471789
  nChanged 2
		SP:Iteration 10Q (2040.160000 sec): 3 clusters
  Score: Raw -77334.078974 + Penalty 3160.319476 = -74173.759497
  nChanged 0
		SP:Iteration 11F (2040.160000 sec): 3 clusters
  Score: Raw -77334.078974 + Penalty 3160.319476 = -74173.759497
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 34.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.170000 sec): 2 clusters
  Score: Raw -253922.887501 + Penalty 1854.445852 = -252068.441648
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.180000 sec): 3 clusters
  Score: Raw -253248.859860 + Penalty 3708.891705 = -249539.968156
  nChanged 559
		SP:Iteration 1F (2040.180000 sec): 3 clusters
  Score: Raw -253696.747198 + Penalty 3708.891705 = -249987.855493
  nChanged 152
		SP:Iteration 2F (2040.190000 sec): 3 clusters
  Score: Raw -253841.545164 + Penalty 3708.891705 = -250132.653460
  nChanged 78
		SP:Iteration 3Q (2040.200000 sec): 3 clusters
  Score: Raw -253913.311798 + Penalty 3708.891705 = -250204.420093
  nChanged 55
		SP:Iteration 4Q (2040.200000 sec): 3 clusters
  Score: Raw -253957.488436 + Penalty 3708.891705 = -250248.596731
  nChanged 40
		SP:Iteration 5Q (2040.210000 sec): 3 clusters
  Score: Raw -253992.029745 + Penalty 3708.891705 = -250283.138040
  nChanged 32
		SP:Iteration 6Q (2040.220000 sec): 3 clusters
  Score: Raw -254019.380765 + Penalty 3708.891705 = -250310.489061
  nChanged 25
		SP:Iteration 7Q (2040.220000 sec): 3 clusters
  Score: Raw -254037.211281 + Penalty 3708.891705 = -250328.319576
  nChanged 21
		SP:Iteration 8Q (2040.230000 sec): 3 clusters
  Score: Raw -254056.494430 + Penalty 3708.891705 = -250347.602725
  nChanged 22
		SP:Iteration 9Q (2040.240000 sec): 3 clusters
  Score: Raw -254070.645402 + Penalty 3708.891705 = -250361.753697
  nChanged 14
		SP:Iteration 10Q (2040.240000 sec): 3 clusters
  Score: Raw -254084.541739 + Penalty 3708.891705 = -250375.650035
  nChanged 14
		SP:Iteration 11Q (2040.250000 sec): 3 clusters
  Score: Raw -254092.789515 + Penalty 3708.891705 = -250383.897810
  nChanged 14
		SP:Iteration 12Q (2040.250000 sec): 3 clusters
  Score: Raw -254101.150836 + Penalty 3708.891705 = -250392.259131
  nChanged 9
		SP:Iteration 13Q (2040.260000 sec): 3 clusters
  Score: Raw -254109.211834 + Penalty 3708.891705 = -250400.320130
  nChanged 8
		SP:Iteration 14Q (2040.260000 sec): 3 clusters
  Score: Raw -254115.957562 + Penalty 3708.891705 = -250407.065858
  nChanged 7
		SP:Iteration 15Q (2040.270000 sec): 3 clusters
  Score: Raw -254121.097734 + Penalty 3708.891705 = -250412.206029
  nChanged 5
		SP:Iteration 16Q (2040.280000 sec): 3 clusters
  Score: Raw -254125.015182 + Penalty 3708.891705 = -250416.123477
  nChanged 4
		SP:Iteration 17Q (2040.280000 sec): 3 clusters
  Score: Raw -254128.635093 + Penalty 3708.891705 = -250419.743388
  nChanged 6
		SP:Iteration 18Q (2040.290000 sec): 3 clusters
  Score: Raw -254131.456491 + Penalty 3708.891705 = -250422.564787
  nChanged 3
		SP:Iteration 19Q (2040.300000 sec): 3 clusters
  Score: Raw -254134.021761 + Penalty 3708.891705 = -250425.130057
  nChanged 2
		SP:Iteration 20F (2040.300000 sec): 3 clusters
  Score: Raw -254136.208460 + Penalty 3708.891705 = -250427.316755
  nChanged 4
		SP:Iteration 21Q (2040.310000 sec): 3 clusters
  Score: Raw -254139.228038 + Penalty 3708.891705 = -250430.336334
  nChanged 2
		SP:Iteration 22Q (2040.320000 sec): 3 clusters
  Score: Raw -254140.540635 + Penalty 3708.891705 = -250431.648930
  nChanged 3
		SP:Iteration 23Q (2040.320000 sec): 3 clusters
  Score: Raw -254142.446005 + Penalty 3708.891705 = -250433.554300
  nChanged 5
		SP:Iteration 24Q (2040.330000 sec): 3 clusters
  Score: Raw -254145.650628 + Penalty 3708.891705 = -250436.758924
  nChanged 2
		SP:Iteration 25Q (2040.340000 sec): 3 clusters
  Score: Raw -254147.189108 + Penalty 3708.891705 = -250438.297404
  nChanged 1
		SP:Iteration 26Q (2040.340000 sec): 3 clusters
  Score: Raw -254148.941931 + Penalty 3708.891705 = -250440.050226
  nChanged 2
		SP:Iteration 27Q (2040.350000 sec): 3 clusters
  Score: Raw -254150.431009 + Penalty 3708.891705 = -250441.539304
  nChanged 2
		SP:Iteration 28Q (2040.350000 sec): 3 clusters
  Score: Raw -254151.299329 + Penalty 3708.891705 = -250442.407624
  nChanged 1
		SP:Iteration 29Q (2040.360000 sec): 3 clusters
  Score: Raw -254151.604149 + Penalty 3708.891705 = -250442.712445
  nChanged 0
		SP:Iteration 30F (2040.370000 sec): 3 clusters
  Score: Raw -254151.604149 + Penalty 3708.891705 = -250442.712445
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.370000 sec): 2 clusters
  Score: Raw -13508.053219 + Penalty 1221.958914 = -12286.094305
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.370000 sec): 3 clusters
  Score: Raw -13951.153517 + Penalty 2443.917828 = -11507.235689
  nChanged 17
		SP:Iteration 1F (2040.370000 sec): 3 clusters
  Score: Raw -14096.412210 + Penalty 2443.917828 = -11652.494382
  nChanged 5
		SP:Iteration 2Q (2040.370000 sec): 3 clusters
  Score: Raw -14157.340398 + Penalty 2443.917828 = -11713.422570
  nChanged 4
		SP:Iteration 3Q (2040.370000 sec): 3 clusters
  Score: Raw -14206.566605 + Penalty 2443.917828 = -11762.648778
  nChanged 0
		SP:Iteration 4F (2040.370000 sec): 3 clusters
  Score: Raw -14206.566605 + Penalty 2443.917828 = -11762.648778
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (978 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.380000 sec): 2 clusters
  Score: Raw -129694.040555 + Penalty 1707.606398 = -127986.434157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.380000 sec): 3 clusters
  Score: Raw -129557.833558 + Penalty 3415.212796 = -126142.620762
  nChanged 237
		SP:Iteration 1F (2040.380000 sec): 3 clusters
  Score: Raw -129878.485079 + Penalty 3415.212796 = -126463.272282
  nChanged 72
		SP:Iteration 2F (2040.390000 sec): 3 clusters
  Score: Raw -130053.267731 + Penalty 3415.212796 = -126638.054935
  nChanged 41
		SP:Iteration 3Q (2040.390000 sec): 3 clusters
  Score: Raw -130185.460570 + Penalty 3415.212796 = -126770.247773
  nChanged 40
		SP:Iteration 4Q (2040.400000 sec): 3 clusters
  Score: Raw -130295.899653 + Penalty 3415.212796 = -126880.686856
  nChanged 44
		SP:Iteration 5Q (2040.400000 sec): 3 clusters
  Score: Raw -130394.280368 + Penalty 3415.212796 = -126979.067572
  nChanged 33
		SP:Iteration 6Q (2040.400000 sec): 3 clusters
  Score: Raw -130486.226678 + Penalty 3415.212796 = -127071.013881
  nChanged 40
		SP:Iteration 7Q (2040.410000 sec): 3 clusters
  Score: Raw -130581.435989 + Penalty 3415.212796 = -127166.223192
  nChanged 34
		SP:Iteration 8Q (2040.410000 sec): 3 clusters
  Score: Raw -130666.100583 + Penalty 3415.212796 = -127250.887786
  nChanged 29
		SP:Iteration 9Q (2040.410000 sec): 3 clusters
  Score: Raw -130762.401663 + Penalty 3415.212796 = -127347.188867
  nChanged 30
		SP:Iteration 10Q (2040.420000 sec): 3 clusters
  Score: Raw -130872.885458 + Penalty 3415.212796 = -127457.672661
  nChanged 23
		SP:Iteration 11Q (2040.420000 sec): 3 clusters
  Score: Raw -130956.514465 + Penalty 3415.212796 = -127541.301669
  nChanged 15
		SP:Iteration 12Q (2040.420000 sec): 3 clusters
  Score: Raw -130994.117974 + Penalty 3415.212796 = -127578.905178
  nChanged 16
		SP:Iteration 13Q (2040.420000 sec): 3 clusters
  Score: Raw -131023.755520 + Penalty 3415.212796 = -127608.542723
  nChanged 9
		SP:Iteration 14Q (2040.430000 sec): 3 clusters
  Score: Raw -131046.302291 + Penalty 3415.212796 = -127631.089495
  nChanged 5
		SP:Iteration 15Q (2040.430000 sec): 3 clusters
  Score: Raw -131061.434724 + Penalty 3415.212796 = -127646.221927
  nChanged 3
		SP:Iteration 16Q (2040.440000 sec): 3 clusters
  Score: Raw -131072.639891 + Penalty 3415.212796 = -127657.427095
  nChanged 4
		SP:Iteration 17Q (2040.440000 sec): 3 clusters
  Score: Raw -131079.894552 + Penalty 3415.212796 = -127664.681756
  nChanged 4
		SP:Iteration 18Q (2040.440000 sec): 3 clusters
  Score: Raw -131087.117951 + Penalty 3415.212796 = -127671.905155
  nChanged 0
		SP:Iteration 19F (2040.440000 sec): 3 clusters
  Score: Raw -131088.861048 + Penalty 3415.212796 = -127673.648252
  nChanged 1
		SP:Iteration 20F (2040.450000 sec): 3 clusters
  Score: Raw -131094.624909 + Penalty 3415.212796 = -127679.412113
  nChanged 1
		SP:Iteration 21Q (2040.450000 sec): 3 clusters
  Score: Raw -131097.754341 + Penalty 3415.212796 = -127682.541544
  nChanged 1
		SP:Iteration 22Q (2040.460000 sec): 3 clusters
  Score: Raw -131098.814314 + Penalty 3415.212796 = -127683.601518
  nChanged 0
		SP:Iteration 23F (2040.460000 sec): 3 clusters
  Score: Raw -131098.814314 + Penalty 3415.212796 = -127683.601518
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (145251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.970000 sec): 2 clusters
  Score: Raw -21089183.441606 + Penalty 2947.782203 = -21086235.659403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2041.550000 sec): 3 clusters
  Score: Raw -20994816.898507 + Penalty 5895.564405 = -20988921.334101
  nChanged 69372
		SP:Iteration 1F (2042.130000 sec): 3 clusters
  Score: Raw -21034941.427664 + Penalty 5895.564405 = -21029045.863259
  nChanged 4816
		SP:Iteration 2Q (2042.720000 sec): 3 clusters
  Score: Raw -21036149.222396 + Penalty 5895.564405 = -21030253.657990
  nChanged 5061
		SP:Iteration 3Q (2043.300000 sec): 3 clusters
  Score: Raw -21037652.435304 + Penalty 5895.564405 = -21031756.870898
  nChanged 5785
		SP:Iteration 4Q (2043.880000 sec): 3 clusters
  Score: Raw -21039810.121720 + Penalty 5895.564405 = -21033914.557315
  nChanged 7219
		SP:Iteration 5Q (2044.470000 sec): 3 clusters
  Score: Raw -21043223.924869 + Penalty 5895.564405 = -21037328.360463
  nChanged 8903
		SP:Iteration 6F (2045.060000 sec): 3 clusters
  Score: Raw -21048556.350812 + Penalty 5895.564405 = -21042660.786406
  nChanged 10818
		SP:Iteration 7F (2045.640000 sec): 3 clusters
  Score: Raw -21056614.965807 + Penalty 5895.564405 = -21050719.401401
  nChanged 11583
		SP:Iteration 8F (2046.210000 sec): 3 clusters
  Score: Raw -21066328.220857 + Penalty 5895.564405 = -21060432.656451
  nChanged 10131
		SP:Iteration 9F (2046.780000 sec): 3 clusters
  Score: Raw -21075363.183237 + Penalty 5895.564405 = -21069467.618832
  nChanged 7280
		SP:Iteration 10F (2047.350000 sec): 3 clusters
  Score: Raw -21081854.996599 + Penalty 5895.564405 = -21075959.432194
  nChanged 4434
		SP:Iteration 11Q (2047.880000 sec): 3 clusters
  Score: Raw -21085563.385732 + Penalty 5895.564405 = -21079667.821326
  nChanged 2385
		SP:Iteration 12Q (2048.380000 sec): 3 clusters
  Score: Raw -21087450.098684 + Penalty 5895.564405 = -21081554.534278
  nChanged 1246
		SP:Iteration 13Q (2048.840000 sec): 3 clusters
  Score: Raw -21088404.409161 + Penalty 5895.564405 = -21082508.844755
  nChanged 688
		SP:Iteration 14Q (2049.270000 sec): 3 clusters
  Score: Raw -21088910.294094 + Penalty 5895.564405 = -21083014.729689
  nChanged 388
		SP:Iteration 15Q (2049.700000 sec): 3 clusters
  Score: Raw -21089200.512413 + Penalty 5895.564405 = -21083304.948007
  nChanged 230
		SP:Iteration 16Q (2050.110000 sec): 3 clusters
  Score: Raw -21089389.043976 + Penalty 5895.564405 = -21083493.479570
  nChanged 168
		SP:Iteration 17Q (2050.540000 sec): 3 clusters
  Score: Raw -21089514.171346 + Penalty 5895.564405 = -21083618.606941
  nChanged 103
		SP:Iteration 18Q (2050.950000 sec): 3 clusters
  Score: Raw -21089580.655166 + Penalty 5895.564405 = -21083685.090761
  nChanged 79
		SP:Iteration 19Q (2051.360000 sec): 3 clusters
  Score: Raw -21089625.507836 + Penalty 5895.564405 = -21083729.943431
  nChanged 60
		SP:Iteration 20F (2051.920000 sec): 3 clusters
  Score: Raw -21089656.875751 + Penalty 5895.564405 = -21083761.311346
  nChanged 39
		SP:Iteration 21Q (2052.330000 sec): 3 clusters
  Score: Raw -21089678.745786 + Penalty 5895.564405 = -21083783.181381
  nChanged 29
		SP:Iteration 22Q (2052.730000 sec): 3 clusters
  Score: Raw -21089693.563727 + Penalty 5895.564405 = -21083797.999322
  nChanged 19
		SP:Iteration 23Q (2053.140000 sec): 3 clusters
  Score: Raw -21089701.930166 + Penalty 5895.564405 = -21083806.365761
  nChanged 20
		SP:Iteration 24Q (2053.550000 sec): 3 clusters
  Score: Raw -21089709.617958 + Penalty 5895.564405 = -21083814.053552
  nChanged 10
		SP:Iteration 25Q (2053.950000 sec): 3 clusters
  Score: Raw -21089714.690527 + Penalty 5895.564405 = -21083819.126122
  nChanged 11
		SP:Iteration 26Q (2054.350000 sec): 3 clusters
  Score: Raw -21089721.119067 + Penalty 5895.564405 = -21083825.554661
  nChanged 9
		SP:Iteration 27Q (2054.750000 sec): 3 clusters
  Score: Raw -21089724.949111 + Penalty 5895.564405 = -21083829.384705
  nChanged 3
		SP:Iteration 28Q (2055.150000 sec): 3 clusters
  Score: Raw -21089726.896484 + Penalty 5895.564405 = -21083831.332078
  nChanged 4
		SP:Iteration 29Q (2055.550000 sec): 3 clusters
  Score: Raw -21089728.288297 + Penalty 5895.564405 = -21083832.723891
  nChanged 2
		SP:Iteration 30Q (2055.960000 sec): 3 clusters
  Score: Raw -21089728.814624 + Penalty 5895.564405 = -21083833.250219
  nChanged 2
		SP:Iteration 31Q (2056.390000 sec): 3 clusters
  Score: Raw -21089729.624540 + Penalty 5895.564405 = -21083834.060134
  nChanged 1
		SP:Iteration 32Q (2056.790000 sec): 3 clusters
  Score: Raw -21089730.049322 + Penalty 5895.564405 = -21083834.484916
  nChanged 0
		SP:Iteration 33F (2057.350000 sec): 3 clusters
  Score: Raw -21089730.049322 + Penalty 5895.564405 = -21083834.484916
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2057.410000 sec): 2 clusters
  Score: Raw -19667.259116 + Penalty 1308.972435 = -18358.286681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2057.410000 sec): 3 clusters
  Score: Raw -20032.826422 + Penalty 2617.944871 = -17414.881551
  nChanged 21
		SP:Iteration 1F (2057.410000 sec): 3 clusters
  Score: Raw -20201.073592 + Penalty 2617.944871 = -17583.128721
  nChanged 8
		SP:Iteration 2Q (2057.410000 sec): 3 clusters
  Score: Raw -20261.057999 + Penalty 2617.944871 = -17643.113128
  nChanged 3
		SP:Iteration 3Q (2057.410000 sec): 3 clusters
  Score: Raw -20281.734037 + Penalty 2617.944871 = -17663.789166
  nChanged 0
		SP:Iteration 4F (2057.410000 sec): 3 clusters
  Score: Raw -20281.734037 + Penalty 2617.944871 = -17663.789166
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 29 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2057.420000 sec): 2 clusters
  Score: Raw -74196.170923 + Penalty 1539.730326 = -72656.440597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2057.420000 sec): 3 clusters
  Score: Raw -74223.457997 + Penalty 3079.460653 = -71143.997344
  nChanged 94
		SP:Iteration 1F (2057.420000 sec): 3 clusters
  Score: Raw -74409.169764 + Penalty 3079.460653 = -71329.709111
  nChanged 20
		SP:Iteration 2Q (2057.430000 sec): 3 clusters
  Score: Raw -74445.124384 + Penalty 3079.460653 = -71365.663731
  nChanged 4
		SP:Iteration 3Q (2057.430000 sec): 3 clusters
  Score: Raw -74451.847323 + Penalty 3079.460653 = -71372.386671
  nChanged 1
		SP:Iteration 4Q (2057.430000 sec): 3 clusters
  Score: Raw -74452.734715 + Penalty 3079.460653 = -71373.274062
  nChanged 1
		SP:Iteration 5Q (2057.430000 sec): 3 clusters
  Score: Raw -74454.649929 + Penalty 3079.460653 = -71375.189276
  nChanged 0
		SP:Iteration 6F (2057.430000 sec): 3 clusters
  Score: Raw -74454.649929 + Penalty 3079.460653 = -71375.189276
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 30 (31251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2057.550000 sec): 2 clusters
  Score: Raw -4782408.263394 + Penalty 2566.752050 = -4779841.511344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2057.680000 sec): 3 clusters
  Score: Raw -4763651.363170 + Penalty 5133.504101 = -4758517.859069
  nChanged 14037
		SP:Iteration 1F (2057.810000 sec): 3 clusters
  Score: Raw -4771183.552863 + Penalty 5133.504101 = -4766050.048762
  nChanged 1335
		SP:Iteration 2Q (2057.940000 sec): 3 clusters
  Score: Raw -4771553.841974 + Penalty 5133.504101 = -4766420.337874
  nChanged 1126
		SP:Iteration 3Q (2058.070000 sec): 3 clusters
  Score: Raw -4771852.252841 + Penalty 5133.504101 = -4766718.748741
  nChanged 1000
		SP:Iteration 4Q (2058.190000 sec): 3 clusters
  Score: Raw -4772091.912159 + Penalty 5133.504101 = -4766958.408058
  nChanged 869
		SP:Iteration 5Q (2058.320000 sec): 3 clusters
  Score: Raw -4772277.471387 + Penalty 5133.504101 = -4767143.967286
  nChanged 783
		SP:Iteration 6Q (2058.450000 sec): 3 clusters
  Score: Raw -4772450.917086 + Penalty 5133.504101 = -4767317.412985
  nChanged 714
		SP:Iteration 7Q (2058.580000 sec): 3 clusters
  Score: Raw -4772604.445686 + Penalty 5133.504101 = -4767470.941585
  nChanged 689
		SP:Iteration 8Q (2058.710000 sec): 3 clusters
  Score: Raw -4772756.127414 + Penalty 5133.504101 = -4767622.623313
  nChanged 714
		SP:Iteration 9Q (2058.830000 sec): 3 clusters
  Score: Raw -4772923.748017 + Penalty 5133.504101 = -4767790.243916
  nChanged 724
		SP:Iteration 10Q (2058.970000 sec): 3 clusters
  Score: Raw -4773098.567403 + Penalty 5133.504101 = -4767965.063303
  nChanged 787
		SP:Iteration 11Q (2059.100000 sec): 3 clusters
  Score: Raw -4773312.417774 + Penalty 5133.504101 = -4768178.913674
  nChanged 882
		SP:Iteration 12Q (2059.230000 sec): 3 clusters
  Score: Raw -4773592.762595 + Penalty 5133.504101 = -4768459.258494
  nChanged 1057
		SP:Iteration 13Q (2059.360000 sec): 3 clusters
  Score: Raw -4773996.773498 + Penalty 5133.504101 = -4768863.269398
  nChanged 1285
		SP:Iteration 14Q (2059.480000 sec): 3 clusters
  Score: Raw -4774616.283821 + Penalty 5133.504101 = -4769482.779721
  nChanged 1561
		SP:Iteration 15Q (2059.610000 sec): 3 clusters
  Score: Raw -4775529.082677 + Penalty 5133.504101 = -4770395.578576
  nChanged 1764
		SP:Iteration 16F (2059.740000 sec): 3 clusters
  Score: Raw -4776732.332645 + Penalty 5133.504101 = -4771598.828544
  nChanged 1786
		SP:Iteration 17F (2059.860000 sec): 3 clusters
  Score: Raw -4778206.382600 + Penalty 5133.504101 = -4773072.878499
  nChanged 1688
		SP:Iteration 18F (2059.980000 sec): 3 clusters
  Score: Raw -4779713.698110 + Penalty 5133.504101 = -4774580.194009
  nChanged 1205
		SP:Iteration 19Q (2060.100000 sec): 3 clusters
  Score: Raw -4780818.757986 + Penalty 5133.504101 = -4775685.253886
  nChanged 790
		SP:Iteration 20F (2060.230000 sec): 3 clusters
  Score: Raw -4781516.686499 + Penalty 5133.504101 = -4776383.182398
  nChanged 499
		SP:Iteration 21Q (2060.330000 sec): 3 clusters
  Score: Raw -4781916.233018 + Penalty 5133.504101 = -4776782.728918
  nChanged 340
		SP:Iteration 22Q (2060.430000 sec): 3 clusters
  Score: Raw -4782186.248232 + Penalty 5133.504101 = -4777052.744131
  nChanged 242
		SP:Iteration 23Q (2060.530000 sec): 3 clusters
  Score: Raw -4782345.347704 + Penalty 5133.504101 = -4777211.843603
  nChanged 154
		SP:Iteration 24Q (2060.620000 sec): 3 clusters
  Score: Raw -4782440.352943 + Penalty 5133.504101 = -4777306.848842
  nChanged 97
		SP:Iteration 25Q (2060.720000 sec): 3 clusters
  Score: Raw -4782491.596030 + Penalty 5133.504101 = -4777358.091929
  nChanged 65
		SP:Iteration 26Q (2060.810000 sec): 3 clusters
  Score: Raw -4782528.885566 + Penalty 5133.504101 = -4777395.381465
  nChanged 52
		SP:Iteration 27Q (2060.900000 sec): 3 clusters
  Score: Raw -4782558.318330 + Penalty 5133.504101 = -4777424.814230
  nChanged 37
		SP:Iteration 28Q (2060.990000 sec): 3 clusters
  Score: Raw -4782579.579467 + Penalty 5133.504101 = -4777446.075366
  nChanged 28
		SP:Iteration 29Q (2061.080000 sec): 3 clusters
  Score: Raw -4782594.909021 + Penalty 5133.504101 = -4777461.404920
  nChanged 26
		SP:Iteration 30Q (2061.180000 sec): 3 clusters
  Score: Raw -4782608.634183 + Penalty 5133.504101 = -4777475.130082
  nChanged 29
		SP:Iteration 31Q (2061.270000 sec): 3 clusters
  Score: Raw -4782623.707912 + Penalty 5133.504101 = -4777490.203812
  nChanged 22
		SP:Iteration 32Q (2061.360000 sec): 3 clusters
  Score: Raw -4782635.296128 + Penalty 5133.504101 = -4777501.792027
  nChanged 17
		SP:Iteration 33Q (2061.450000 sec): 3 clusters
  Score: Raw -4782644.057760 + Penalty 5133.504101 = -4777510.553659
  nChanged 12
		SP:Iteration 34Q (2061.540000 sec): 3 clusters
  Score: Raw -4782651.065470 + Penalty 5133.504101 = -4777517.561369
  nChanged 12
		SP:Iteration 35Q (2061.640000 sec): 3 clusters
  Score: Raw -4782658.781177 + Penalty 5133.504101 = -4777525.277076
  nChanged 13
		SP:Iteration 36Q (2061.730000 sec): 3 clusters
  Score: Raw -4782666.546616 + Penalty 5133.504101 = -4777533.042515
  nChanged 16
		SP:Iteration 37Q (2061.830000 sec): 3 clusters
  Score: Raw -4782674.515943 + Penalty 5133.504101 = -4777541.011842
  nChanged 15
		SP:Iteration 38Q (2061.920000 sec): 3 clusters
  Score: Raw -4782681.578118 + Penalty 5133.504101 = -4777548.074017
  nChanged 11
		SP:Iteration 39Q (2062.020000 sec): 3 clusters
  Score: Raw -4782688.808729 + Penalty 5133.504101 = -4777555.304628
  nChanged 8
		SP:Iteration 40F (2062.140000 sec): 3 clusters
  Score: Raw -4782693.547677 + Penalty 5133.504101 = -4777560.043576
  nChanged 2
		SP:Iteration 41Q (2062.240000 sec): 3 clusters
  Score: Raw -4782695.792936 + Penalty 5133.504101 = -4777562.288835
  nChanged 1
		SP:Iteration 42Q (2062.330000 sec): 3 clusters
  Score: Raw -4782696.303956 + Penalty 5133.504101 = -4777562.799855
  nChanged 2
		SP:Iteration 43Q (2062.420000 sec): 3 clusters
  Score: Raw -4782697.887385 + Penalty 5133.504101 = -4777564.383284
  nChanged 5
		SP:Iteration 44Q (2062.510000 sec): 3 clusters
  Score: Raw -4782699.686171 + Penalty 5133.504101 = -4777566.182071
  nChanged 2
		SP:Iteration 45Q (2062.600000 sec): 3 clusters
  Score: Raw -4782700.491093 + Penalty 5133.504101 = -4777566.986992
  nChanged 2
		SP:Iteration 46Q (2062.700000 sec): 3 clusters
  Score: Raw -4782701.501285 + Penalty 5133.504101 = -4777567.997185
  nChanged 3
		SP:Iteration 47Q (2062.780000 sec): 3 clusters
  Score: Raw -4782703.635379 + Penalty 5133.504101 = -4777570.131279
  nChanged 4
		SP:Iteration 48Q (2062.880000 sec): 3 clusters
  Score: Raw -4782708.217949 + Penalty 5133.504101 = -4777574.713848
  nChanged 4
		SP:Iteration 49Q (2062.970000 sec): 3 clusters
  Score: Raw -4782711.059064 + Penalty 5133.504101 = -4777577.554963
  nChanged 3
		SP:Iteration 50Q (2063.060000 sec): 3 clusters
  Score: Raw -4782712.548670 + Penalty 5133.504101 = -4777579.044569
  nChanged 1
		SP:Iteration 51Q (2063.150000 sec): 3 clusters
  Score: Raw -4782713.116584 + Penalty 5133.504101 = -4777579.612483
  nChanged 3
		SP:Iteration 52Q (2063.240000 sec): 3 clusters
  Score: Raw -4782715.205329 + Penalty 5133.504101 = -4777581.701229
  nChanged 4
		SP:Iteration 53Q (2063.330000 sec): 3 clusters
  Score: Raw -4782717.776108 + Penalty 5133.504101 = -4777584.272008
  nChanged 5
		SP:Iteration 54Q (2063.420000 sec): 3 clusters
  Score: Raw -4782720.447723 + Penalty 5133.504101 = -4777586.943622
  nChanged 5
		SP:Iteration 55Q (2063.510000 sec): 3 clusters
  Score: Raw -4782724.927074 + Penalty 5133.504101 = -4777591.422974
  nChanged 7
		SP:Iteration 56Q (2063.600000 sec): 3 clusters
  Score: Raw -4782729.216192 + Penalty 5133.504101 = -4777595.712091
  nChanged 8
		SP:Iteration 57Q (2063.690000 sec): 3 clusters
  Score: Raw -4782733.367785 + Penalty 5133.504101 = -4777599.863684
  nChanged 6
		SP:Iteration 58Q (2063.780000 sec): 3 clusters
  Score: Raw -4782737.164249 + Penalty 5133.504101 = -4777603.660148
  nChanged 5
		SP:Iteration 59Q (2063.870000 sec): 3 clusters
  Score: Raw -4782740.339382 + Penalty 5133.504101 = -4777606.835281
  nChanged 6
		SP:Iteration 60F (2064.000000 sec): 3 clusters
  Score: Raw -4782744.022793 + Penalty 5133.504101 = -4777610.518692
  nChanged 5
		SP:Iteration 61Q (2064.090000 sec): 3 clusters
  Score: Raw -4782746.666823 + Penalty 5133.504101 = -4777613.162723
  nChanged 4
		SP:Iteration 62Q (2064.180000 sec): 3 clusters
  Score: Raw -4782748.877282 + Penalty 5133.504101 = -4777615.373181
  nChanged 5
		SP:Iteration 63Q (2064.270000 sec): 3 clusters
  Score: Raw -4782750.953926 + Penalty 5133.504101 = -4777617.449825
  nChanged 0
		SP:Iteration 64F (2064.390000 sec): 3 clusters
  Score: Raw -4782750.953926 + Penalty 5133.504101 = -4777617.449825
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 31 (192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2064.410000 sec): 2 clusters
  Score: Raw -20677.031799 + Penalty 1303.858852 = -19373.172947
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2064.410000 sec): 3 clusters
  Score: Raw -20975.728340 + Penalty 2607.717705 = -18368.010636
  nChanged 18
		SP:Iteration 1F (2064.410000 sec): 3 clusters
  Score: Raw -21071.366244 + Penalty 2607.717705 = -18463.648540
  nChanged 2
		SP:Iteration 2Q (2064.410000 sec): 3 clusters
  Score: Raw -21078.768329 + Penalty 2607.717705 = -18471.050624
  nChanged 0
		SP:Iteration 3F (2064.410000 sec): 3 clusters
  Score: Raw -21078.768329 + Penalty 2607.717705 = -18471.050624
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 32 (720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2064.420000 sec): 2 clusters
  Score: Raw -92255.349171 + Penalty 1631.654301 = -90623.694871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2064.420000 sec): 3 clusters
  Score: Raw -92221.803109 + Penalty 3263.308601 = -88958.494508
  nChanged 166
		SP:Iteration 1F (2064.420000 sec): 3 clusters
  Score: Raw -92550.537931 + Penalty 3263.308601 = -89287.229330
  nChanged 62
		SP:Iteration 2F (2064.420000 sec): 3 clusters
  Score: Raw -92769.144597 + Penalty 3263.308601 = -89505.835995
  nChanged 47
		SP:Iteration 3F (2064.430000 sec): 3 clusters
  Score: Raw -92894.006390 + Penalty 3263.308601 = -89630.697789
  nChanged 33
		SP:Iteration 4Q (2064.430000 sec): 3 clusters
  Score: Raw -92987.578238 + Penalty 3263.308601 = -89724.269637
  nChanged 27
		SP:Iteration 5Q (2064.430000 sec): 3 clusters
  Score: Raw -93063.699347 + Penalty 3263.308601 = -89800.390746
  nChanged 21
		SP:Iteration 6Q (2064.430000 sec): 3 clusters
  Score: Raw -93119.173562 + Penalty 3263.308601 = -89855.864961
  nChanged 15
		SP:Iteration 7Q (2064.440000 sec): 3 clusters
  Score: Raw -93160.541767 + Penalty 3263.308601 = -89897.233166
  nChanged 7
		SP:Iteration 8Q (2064.440000 sec): 3 clusters
  Score: Raw -93172.996206 + Penalty 3263.308601 = -89909.687604
  nChanged 5
		SP:Iteration 9Q (2064.440000 sec): 3 clusters
  Score: Raw -93187.446194 + Penalty 3263.308601 = -89924.137593
  nChanged 5
		SP:Iteration 10Q (2064.440000 sec): 3 clusters
  Score: Raw -93197.765089 + Penalty 3263.308601 = -89934.456488
  nChanged 2
		SP:Iteration 11Q (2064.440000 sec): 3 clusters
  Score: Raw -93200.882835 + Penalty 3263.308601 = -89937.574234
  nChanged 2
		SP:Iteration 12Q (2064.450000 sec): 3 clusters
  Score: Raw -93202.483516 + Penalty 3263.308601 = -89939.174914
  nChanged 1
		SP:Iteration 13Q (2064.450000 sec): 3 clusters
  Score: Raw -93204.129983 + Penalty 3263.308601 = -89940.821382
  nChanged 1
		SP:Iteration 14Q (2064.450000 sec): 3 clusters
  Score: Raw -93205.834637 + Penalty 3263.308601 = -89942.526036
  nChanged 0
		SP:Iteration 15F (2064.460000 sec): 3 clusters
  Score: Raw -93205.834637 + Penalty 3263.308601 = -89942.526036
  nChanged 0
Deleting Class 9 (83 points): Lose 1816.823748 but Gain 3374.686117
Iteration 139Q (2073.160000 sec): 34 clusters
  Score: Raw -117611060.607727 + Penalty 111364.641871 = -117499695.965856
  nChanged 619
Deleting Class 23 (93 points): Lose 2756.441977 but Gain 3374.686117
Iteration 140F (2109.010000 sec): 33 clusters
  Score: Raw -117609024.063541 + Penalty 107989.955754 = -117501034.107788
  nChanged 793
Iteration 141Q (2116.990000 sec): 33 clusters
  Score: Raw -117611025.297457 + Penalty 107989.955754 = -117503035.341704
  nChanged 678
Iteration 142Q (2124.980000 sec): 33 clusters
  Score: Raw -117611292.514647 + Penalty 107989.955754 = -117503302.558893
  nChanged 610
Iteration 143Q (2132.960000 sec): 33 clusters
  Score: Raw -117611355.178519 + Penalty 107989.955754 = -117503365.222766
  nChanged 566
Iteration 144Q (2140.940000 sec): 33 clusters
  Score: Raw -117611403.585513 + Penalty 107989.955754 = -117503413.629760
  nChanged 546
Iteration 145Q (2148.900000 sec): 33 clusters
  Score: Raw -117611444.446792 + Penalty 107989.955754 = -117503454.491039
  nChanged 522
Iteration 146Q (2156.900000 sec): 33 clusters
  Score: Raw -117611472.440911 + Penalty 107989.955754 = -117503482.485157
  nChanged 513
Iteration 147Q (2164.890000 sec): 33 clusters
  Score: Raw -117611498.146314 + Penalty 107989.955754 = -117503508.190561
  nChanged 459
Iteration 148Q (2172.810000 sec): 33 clusters
  Score: Raw -117611521.491894 + Penalty 107989.955754 = -117503531.536141
  nChanged 437
Iteration 149Q (2180.770000 sec): 33 clusters
  Score: Raw -117611540.370120 + Penalty 107989.955754 = -117503550.414367
  nChanged 378
Iteration 150Q (2188.780000 sec): 33 clusters
  Score: Raw -117611557.770028 + Penalty 107989.955754 = -117503567.814275
  nChanged 391
Iteration 151Q (2196.720000 sec): 33 clusters
  Score: Raw -117611576.798941 + Penalty 107989.955754 = -117503586.843187
  nChanged 366
Iteration 152Q (2204.670000 sec): 33 clusters
  Score: Raw -117611592.555307 + Penalty 107989.955754 = -117503602.599553
  nChanged 328
Iteration 153Q (2212.670000 sec): 33 clusters
  Score: Raw -117611605.090716 + Penalty 107989.955754 = -117503615.134963
  nChanged 306
Iteration 154Q (2220.650000 sec): 33 clusters
  Score: Raw -117611617.236638 + Penalty 107989.955754 = -117503627.280884
  nChanged 299
Iteration 155Q (2228.640000 sec): 33 clusters
  Score: Raw -117611627.674975 + Penalty 107989.955754 = -117503637.719222
  nChanged 250
Iteration 156Q (2236.630000 sec): 33 clusters
  Score: Raw -117611638.622642 + Penalty 107989.955754 = -117503648.666889
  nChanged 249
Iteration 157Q (2244.620000 sec): 33 clusters
  Score: Raw -117611649.309927 + Penalty 107989.955754 = -117503659.354174
  nChanged 220
Iteration 158Q (2252.570000 sec): 33 clusters
  Score: Raw -117611659.865250 + Penalty 107989.955754 = -117503669.909497
  nChanged 209
Iteration 159Q (2260.500000 sec): 33 clusters
  Score: Raw -117611667.910502 + Penalty 107989.955754 = -117503677.954749
  nChanged 171
Iteration 160F (2294.580000 sec): 33 clusters
  Score: Raw -117611681.219438 + Penalty 107989.955754 = -117503691.263685
  nChanged 159
Iteration 161Q (2302.570000 sec): 33 clusters
  Score: Raw -117611719.892122 + Penalty 107989.955754 = -117503729.936368
  nChanged 168
Iteration 162Q (2310.550000 sec): 33 clusters
  Score: Raw -117611724.486598 + Penalty 107989.955754 = -117503734.530845
  nChanged 148
Iteration 163Q (2318.510000 sec): 33 clusters
  Score: Raw -117611729.157745 + Penalty 107989.955754 = -117503739.201992
  nChanged 132
Iteration 164Q (2326.550000 sec): 33 clusters
  Score: Raw -117611733.148508 + Penalty 107989.955754 = -117503743.192755
  nChanged 121
Iteration 165Q (2334.590000 sec): 33 clusters
  Score: Raw -117611737.352858 + Penalty 107989.955754 = -117503747.397105
  nChanged 102
Iteration 166Q (2342.620000 sec): 33 clusters
  Score: Raw -117611741.731981 + Penalty 107989.955754 = -117503751.776227
  nChanged 92
Iteration 167Q (2350.950000 sec): 33 clusters
  Score: Raw -117611745.431811 + Penalty 107989.955754 = -117503755.476057
  nChanged 96
Iteration 168Q (2361.140000 sec): 33 clusters
  Score: Raw -117611749.691875 + Penalty 107989.955754 = -117503759.736122
  nChanged 104
Iteration 169Q (2371.220000 sec): 33 clusters
  Score: Raw -117611753.757183 + Penalty 107989.955754 = -117503763.801430
  nChanged 111
Iteration 170Q (2381.280000 sec): 33 clusters
  Score: Raw -117611759.713895 + Penalty 107989.955754 = -117503769.758142
  nChanged 133
Iteration 171Q (2391.220000 sec): 33 clusters
  Score: Raw -117611767.909132 + Penalty 107989.955754 = -117503777.953378
  nChanged 150
Iteration 172Q (2401.220000 sec): 33 clusters
  Score: Raw -117611778.172613 + Penalty 107989.955754 = -117503788.216860
  nChanged 186
Iteration 173Q (2411.280000 sec): 33 clusters
  Score: Raw -117611792.325389 + Penalty 107989.955754 = -117503802.369636
  nChanged 162
Iteration 174Q (2421.490000 sec): 33 clusters
  Score: Raw -117611808.154810 + Penalty 107989.955754 = -117503818.199057
  nChanged 188
Iteration 175Q (2431.430000 sec): 33 clusters
  Score: Raw -117611828.226851 + Penalty 107989.955754 = -117503838.271098
  nChanged 196
Iteration 176Q (2441.090000 sec): 33 clusters
  Score: Raw -117611845.260921 + Penalty 107989.955754 = -117503855.305168
  nChanged 215
Iteration 177Q (2450.550000 sec): 33 clusters
  Score: Raw -117611864.179846 + Penalty 107989.955754 = -117503874.224092
  nChanged 224
Iteration 178Q (2459.980000 sec): 33 clusters
  Score: Raw -117611884.924980 + Penalty 107989.955754 = -117503894.969227
  nChanged 234
Writing temp clu file 
Because OldScore, -117503874.224092, is greater than current (better) Score,-117503894.969227 
 Compute initial score before splitting:   Score: Raw -117611884.924980 + Penalty 107989.955754 = -117503894.969227
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.130000 sec): 2 clusters
  Score: Raw -122761.033076 + Penalty 1666.315262 = -121094.717813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.140000 sec): 3 clusters
  Score: Raw -122604.486162 + Penalty 3332.630525 = -119271.855637
  nChanged 203
		SP:Iteration 1F (2460.140000 sec): 3 clusters
  Score: Raw -122837.112451 + Penalty 3332.630525 = -119504.481927
  nChanged 46
		SP:Iteration 2F (2460.140000 sec): 3 clusters
  Score: Raw -122907.386232 + Penalty 3332.630525 = -119574.755707
  nChanged 25
		SP:Iteration 3Q (2460.140000 sec): 3 clusters
  Score: Raw -122943.130750 + Penalty 3332.630525 = -119610.500225
  nChanged 13
		SP:Iteration 4Q (2460.150000 sec): 3 clusters
  Score: Raw -122958.133763 + Penalty 3332.630525 = -119625.503239
  nChanged 4
		SP:Iteration 5Q (2460.150000 sec): 3 clusters
  Score: Raw -122964.054220 + Penalty 3332.630525 = -119631.423696
  nChanged 4
		SP:Iteration 6Q (2460.150000 sec): 3 clusters
  Score: Raw -122972.465980 + Penalty 3332.630525 = -119639.835456
  nChanged 3
		SP:Iteration 7Q (2460.160000 sec): 3 clusters
  Score: Raw -122976.172829 + Penalty 3332.630525 = -119643.542304
  nChanged 2
		SP:Iteration 8Q (2460.160000 sec): 3 clusters
  Score: Raw -122979.370161 + Penalty 3332.630525 = -119646.739636
  nChanged 2
		SP:Iteration 9Q (2460.160000 sec): 3 clusters
  Score: Raw -122981.373338 + Penalty 3332.630525 = -119648.742814
  nChanged 2
		SP:Iteration 10Q (2460.170000 sec): 3 clusters
  Score: Raw -122985.085806 + Penalty 3332.630525 = -119652.455282
  nChanged 2
		SP:Iteration 11Q (2460.170000 sec): 3 clusters
  Score: Raw -122987.108039 + Penalty 3332.630525 = -119654.477514
  nChanged 2
		SP:Iteration 12Q (2460.170000 sec): 3 clusters
  Score: Raw -122989.552882 + Penalty 3332.630525 = -119656.922358
  nChanged 0
		SP:Iteration 13F (2460.180000 sec): 3 clusters
  Score: Raw -122989.552882 + Penalty 3332.630525 = -119656.922358
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.180000 sec): 2 clusters
  Score: Raw -179904.369306 + Penalty 1762.234960 = -178142.134345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.190000 sec): 3 clusters
  Score: Raw -179594.187608 + Penalty 3524.469920 = -176069.717688
  nChanged 335
		SP:Iteration 1F (2460.190000 sec): 3 clusters
  Score: Raw -179977.976105 + Penalty 3524.469920 = -176453.506185
  nChanged 93
		SP:Iteration 2F (2460.200000 sec): 3 clusters
  Score: Raw -180141.008259 + Penalty 3524.469920 = -176616.538339
  nChanged 42
		SP:Iteration 3Q (2460.200000 sec): 3 clusters
  Score: Raw -180196.355434 + Penalty 3524.469920 = -176671.885514
  nChanged 30
		SP:Iteration 4Q (2460.210000 sec): 3 clusters
  Score: Raw -180232.687030 + Penalty 3524.469920 = -176708.217110
  nChanged 12
		SP:Iteration 5Q (2460.210000 sec): 3 clusters
  Score: Raw -180247.087137 + Penalty 3524.469920 = -176722.617217
  nChanged 18
		SP:Iteration 6Q (2460.220000 sec): 3 clusters
  Score: Raw -180270.720057 + Penalty 3524.469920 = -176746.250137
  nChanged 12
		SP:Iteration 7Q (2460.220000 sec): 3 clusters
  Score: Raw -180285.989446 + Penalty 3524.469920 = -176761.519526
  nChanged 8
		SP:Iteration 8Q (2460.220000 sec): 3 clusters
  Score: Raw -180293.744744 + Penalty 3524.469920 = -176769.274824
  nChanged 5
		SP:Iteration 9Q (2460.230000 sec): 3 clusters
  Score: Raw -180297.290647 + Penalty 3524.469920 = -176772.820727
  nChanged 2
		SP:Iteration 10Q (2460.230000 sec): 3 clusters
  Score: Raw -180299.926895 + Penalty 3524.469920 = -176775.456975
  nChanged 2
		SP:Iteration 11Q (2460.240000 sec): 3 clusters
  Score: Raw -180303.154465 + Penalty 3524.469920 = -176778.684545
  nChanged 0
		SP:Iteration 12F (2460.240000 sec): 3 clusters
  Score: Raw -180303.154465 + Penalty 3524.469920 = -176778.684545
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.250000 sec): 2 clusters
  Score: Raw -22282.278239 + Penalty 1294.648245 = -20987.629995
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.250000 sec): 3 clusters
  Score: Raw -22605.113678 + Penalty 2589.296489 = -20015.817189
  nChanged 24
		SP:Iteration 1F (2460.250000 sec): 3 clusters
  Score: Raw -22711.338339 + Penalty 2589.296489 = -20122.041849
  nChanged 1
		SP:Iteration 2Q (2460.250000 sec): 3 clusters
  Score: Raw -22718.652269 + Penalty 2589.296489 = -20129.355780
  nChanged 1
		SP:Iteration 3Q (2460.250000 sec): 3 clusters
  Score: Raw -22725.181316 + Penalty 2589.296489 = -20135.884827
  nChanged 3
		SP:Iteration 4Q (2460.250000 sec): 3 clusters
  Score: Raw -22742.668963 + Penalty 2589.296489 = -20153.372474
  nChanged 2
		SP:Iteration 5Q (2460.250000 sec): 3 clusters
  Score: Raw -22749.823885 + Penalty 2589.296489 = -20160.527396
  nChanged 0
		SP:Iteration 6F (2460.250000 sec): 3 clusters
  Score: Raw -22749.823885 + Penalty 2589.296489 = -20160.527396
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (2355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.260000 sec): 2 clusters
  Score: Raw -345170.436905 + Penalty 1925.545410 = -343244.891496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.270000 sec): 3 clusters
  Score: Raw -344272.370654 + Penalty 3851.090819 = -340421.279835
  nChanged 765
		SP:Iteration 1F (2460.280000 sec): 3 clusters
  Score: Raw -344792.588436 + Penalty 3851.090819 = -340941.497617
  nChanged 192
		SP:Iteration 2F (2460.290000 sec): 3 clusters
  Score: Raw -344957.097504 + Penalty 3851.090819 = -341106.006685
  nChanged 115
		SP:Iteration 3Q (2460.300000 sec): 3 clusters
  Score: Raw -345052.651885 + Penalty 3851.090819 = -341201.561066
  nChanged 85
		SP:Iteration 4Q (2460.310000 sec): 3 clusters
  Score: Raw -345113.599546 + Penalty 3851.090819 = -341262.508727
  nChanged 70
		SP:Iteration 5Q (2460.320000 sec): 3 clusters
  Score: Raw -345161.545767 + Penalty 3851.090819 = -341310.454947
  nChanged 49
		SP:Iteration 6Q (2460.330000 sec): 3 clusters
  Score: Raw -345199.524459 + Penalty 3851.090819 = -341348.433640
  nChanged 35
		SP:Iteration 7Q (2460.340000 sec): 3 clusters
  Score: Raw -345221.638757 + Penalty 3851.090819 = -341370.547937
  nChanged 28
		SP:Iteration 8Q (2460.350000 sec): 3 clusters
  Score: Raw -345241.188187 + Penalty 3851.090819 = -341390.097368
  nChanged 34
		SP:Iteration 9Q (2460.360000 sec): 3 clusters
  Score: Raw -345265.009037 + Penalty 3851.090819 = -341413.918217
  nChanged 33
		SP:Iteration 10Q (2460.360000 sec): 3 clusters
  Score: Raw -345293.201676 + Penalty 3851.090819 = -341442.110857
  nChanged 35
		SP:Iteration 11Q (2460.380000 sec): 3 clusters
  Score: Raw -345321.617041 + Penalty 3851.090819 = -341470.526222
  nChanged 36
		SP:Iteration 12Q (2460.380000 sec): 3 clusters
  Score: Raw -345347.245224 + Penalty 3851.090819 = -341496.154405
  nChanged 26
		SP:Iteration 13Q (2460.390000 sec): 3 clusters
  Score: Raw -345365.934449 + Penalty 3851.090819 = -341514.843630
  nChanged 26
		SP:Iteration 14Q (2460.400000 sec): 3 clusters
  Score: Raw -345391.324336 + Penalty 3851.090819 = -341540.233516
  nChanged 32
		SP:Iteration 15Q (2460.410000 sec): 3 clusters
  Score: Raw -345416.960715 + Penalty 3851.090819 = -341565.869896
  nChanged 36
		SP:Iteration 16Q (2460.420000 sec): 3 clusters
  Score: Raw -345450.792094 + Penalty 3851.090819 = -341599.701275
  nChanged 33
		SP:Iteration 17Q (2460.430000 sec): 3 clusters
  Score: Raw -345480.792008 + Penalty 3851.090819 = -341629.701188
  nChanged 35
		SP:Iteration 18Q (2460.440000 sec): 3 clusters
  Score: Raw -345515.955141 + Penalty 3851.090819 = -341664.864322
  nChanged 46
		SP:Iteration 19Q (2460.450000 sec): 3 clusters
  Score: Raw -345550.508882 + Penalty 3851.090819 = -341699.418063
  nChanged 33
		SP:Iteration 20F (2460.460000 sec): 3 clusters
  Score: Raw -345575.229250 + Penalty 3851.090819 = -341724.138431
  nChanged 31
		SP:Iteration 21Q (2460.470000 sec): 3 clusters
  Score: Raw -345601.792079 + Penalty 3851.090819 = -341750.701260
  nChanged 32
		SP:Iteration 22Q (2460.480000 sec): 3 clusters
  Score: Raw -345635.564884 + Penalty 3851.090819 = -341784.474065
  nChanged 41
		SP:Iteration 23Q (2460.480000 sec): 3 clusters
  Score: Raw -345680.426816 + Penalty 3851.090819 = -341829.335996
  nChanged 37
		SP:Iteration 24Q (2460.490000 sec): 3 clusters
  Score: Raw -345722.385852 + Penalty 3851.090819 = -341871.295033
  nChanged 38
		SP:Iteration 25Q (2460.500000 sec): 3 clusters
  Score: Raw -345762.908657 + Penalty 3851.090819 = -341911.817837
  nChanged 30
		SP:Iteration 26Q (2460.510000 sec): 3 clusters
  Score: Raw -345795.520419 + Penalty 3851.090819 = -341944.429600
  nChanged 32
		SP:Iteration 27Q (2460.520000 sec): 3 clusters
  Score: Raw -345822.502841 + Penalty 3851.090819 = -341971.412021
  nChanged 21
		SP:Iteration 28Q (2460.530000 sec): 3 clusters
  Score: Raw -345835.993581 + Penalty 3851.090819 = -341984.902761
  nChanged 17
		SP:Iteration 29Q (2460.540000 sec): 3 clusters
  Score: Raw -345845.778215 + Penalty 3851.090819 = -341994.687395
  nChanged 18
		SP:Iteration 30Q (2460.540000 sec): 3 clusters
  Score: Raw -345860.664185 + Penalty 3851.090819 = -342009.573365
  nChanged 12
		SP:Iteration 31Q (2460.550000 sec): 3 clusters
  Score: Raw -345868.284473 + Penalty 3851.090819 = -342017.193654
  nChanged 9
		SP:Iteration 32Q (2460.560000 sec): 3 clusters
  Score: Raw -345873.569146 + Penalty 3851.090819 = -342022.478326
  nChanged 7
		SP:Iteration 33Q (2460.570000 sec): 3 clusters
  Score: Raw -345876.012430 + Penalty 3851.090819 = -342024.921611
  nChanged 7
		SP:Iteration 34Q (2460.580000 sec): 3 clusters
  Score: Raw -345880.974197 + Penalty 3851.090819 = -342029.883378
  nChanged 7
		SP:Iteration 35Q (2460.590000 sec): 3 clusters
  Score: Raw -345883.556993 + Penalty 3851.090819 = -342032.466173
  nChanged 7
		SP:Iteration 36Q (2460.600000 sec): 3 clusters
  Score: Raw -345888.988780 + Penalty 3851.090819 = -342037.897961
  nChanged 2
		SP:Iteration 37Q (2460.600000 sec): 3 clusters
  Score: Raw -345889.532914 + Penalty 3851.090819 = -342038.442094
  nChanged 0
		SP:Iteration 38F (2460.610000 sec): 3 clusters
  Score: Raw -345889.532914 + Penalty 3851.090819 = -342038.442094
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.620000 sec): 2 clusters
  Score: Raw -77809.852459 + Penalty 1571.093454 = -76238.759005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.620000 sec): 3 clusters
  Score: Raw -77840.518511 + Penalty 3142.186909 = -74698.331602
  nChanged 122
		SP:Iteration 1F (2460.620000 sec): 3 clusters
  Score: Raw -78100.053646 + Penalty 3142.186909 = -74957.866737
  nChanged 23
		SP:Iteration 2Q (2460.620000 sec): 3 clusters
  Score: Raw -78198.640470 + Penalty 3142.186909 = -75056.453562
  nChanged 16
		SP:Iteration 3Q (2460.630000 sec): 3 clusters
  Score: Raw -78274.517664 + Penalty 3142.186909 = -75132.330755
  nChanged 20
		SP:Iteration 4Q (2460.630000 sec): 3 clusters
  Score: Raw -78364.955844 + Penalty 3142.186909 = -75222.768935
  nChanged 24
		SP:Iteration 5Q (2460.630000 sec): 3 clusters
  Score: Raw -78418.990008 + Penalty 3142.186909 = -75276.803099
  nChanged 13
		SP:Iteration 6Q (2460.630000 sec): 3 clusters
  Score: Raw -78451.594584 + Penalty 3142.186909 = -75309.407675
  nChanged 18
		SP:Iteration 7Q (2460.640000 sec): 3 clusters
  Score: Raw -78496.001003 + Penalty 3142.186909 = -75353.814094
  nChanged 22
		SP:Iteration 8Q (2460.640000 sec): 3 clusters
  Score: Raw -78545.478291 + Penalty 3142.186909 = -75403.291382
  nChanged 23
		SP:Iteration 9Q (2460.640000 sec): 3 clusters
  Score: Raw -78596.774121 + Penalty 3142.186909 = -75454.587212
  nChanged 19
		SP:Iteration 10Q (2460.640000 sec): 3 clusters
  Score: Raw -78655.893029 + Penalty 3142.186909 = -75513.706121
  nChanged 17
		SP:Iteration 11Q (2460.640000 sec): 3 clusters
  Score: Raw -78724.793165 + Penalty 3142.186909 = -75582.606257
  nChanged 11
		SP:Iteration 12Q (2460.640000 sec): 3 clusters
  Score: Raw -78776.547913 + Penalty 3142.186909 = -75634.361004
  nChanged 5
		SP:Iteration 13Q (2460.650000 sec): 3 clusters
  Score: Raw -78794.492386 + Penalty 3142.186909 = -75652.305478
  nChanged 1
		SP:Iteration 14Q (2460.650000 sec): 3 clusters
  Score: Raw -78801.517055 + Penalty 3142.186909 = -75659.330147
  nChanged 2
		SP:Iteration 15Q (2460.650000 sec): 3 clusters
  Score: Raw -78808.845555 + Penalty 3142.186909 = -75666.658646
  nChanged 3
		SP:Iteration 16Q (2460.650000 sec): 3 clusters
  Score: Raw -78821.791201 + Penalty 3142.186909 = -75679.604293
  nChanged 2
		SP:Iteration 17Q (2460.660000 sec): 3 clusters
  Score: Raw -78825.329950 + Penalty 3142.186909 = -75683.143041
  nChanged 0
		SP:Iteration 18F (2460.660000 sec): 3 clusters
  Score: Raw -78825.329950 + Penalty 3142.186909 = -75683.143041
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.720000 sec): 2 clusters
  Score: Raw -2459821.203206 + Penalty 2427.025162 = -2457394.178045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.800000 sec): 3 clusters
  Score: Raw -2449576.125086 + Penalty 4854.050323 = -2444722.074763
  nChanged 7748
		SP:Iteration 1F (2460.870000 sec): 3 clusters
  Score: Raw -2453828.786920 + Penalty 4854.050323 = -2448974.736597
  nChanged 983
		SP:Iteration 2F (2460.950000 sec): 3 clusters
  Score: Raw -2454214.024259 + Penalty 4854.050323 = -2449359.973935
  nChanged 828
		SP:Iteration 3Q (2461.020000 sec): 3 clusters
  Score: Raw -2454527.482018 + Penalty 4854.050323 = -2449673.431695
  nChanged 712
		SP:Iteration 4Q (2461.100000 sec): 3 clusters
  Score: Raw -2454811.353151 + Penalty 4854.050323 = -2449957.302828
  nChanged 719
		SP:Iteration 5Q (2461.180000 sec): 3 clusters
  Score: Raw -2455107.366366 + Penalty 4854.050323 = -2450253.316043
  nChanged 711
		SP:Iteration 6Q (2461.250000 sec): 3 clusters
  Score: Raw -2455421.547099 + Penalty 4854.050323 = -2450567.496776
  nChanged 700
		SP:Iteration 7Q (2461.320000 sec): 3 clusters
  Score: Raw -2455755.204115 + Penalty 4854.050323 = -2450901.153792
  nChanged 716
		SP:Iteration 8Q (2461.400000 sec): 3 clusters
  Score: Raw -2456140.857054 + Penalty 4854.050323 = -2451286.806730
  nChanged 744
		SP:Iteration 9Q (2461.460000 sec): 3 clusters
  Score: Raw -2456543.482626 + Penalty 4854.050323 = -2451689.432303
  nChanged 753
		SP:Iteration 10Q (2461.530000 sec): 3 clusters
  Score: Raw -2456941.567754 + Penalty 4854.050323 = -2452087.517431
  nChanged 684
		SP:Iteration 11Q (2461.600000 sec): 3 clusters
  Score: Raw -2457310.890626 + Penalty 4854.050323 = -2452456.840303
  nChanged 611
		SP:Iteration 12Q (2461.660000 sec): 3 clusters
  Score: Raw -2457610.375093 + Penalty 4854.050323 = -2452756.324770
  nChanged 539
		SP:Iteration 13Q (2461.720000 sec): 3 clusters
  Score: Raw -2457860.876031 + Penalty 4854.050323 = -2453006.825708
  nChanged 445
		SP:Iteration 14Q (2461.790000 sec): 3 clusters
  Score: Raw -2458058.437223 + Penalty 4854.050323 = -2453204.386900
  nChanged 382
		SP:Iteration 15Q (2461.850000 sec): 3 clusters
  Score: Raw -2458220.948707 + Penalty 4854.050323 = -2453366.898383
  nChanged 335
		SP:Iteration 16Q (2461.910000 sec): 3 clusters
  Score: Raw -2458355.574494 + Penalty 4854.050323 = -2453501.524171
  nChanged 291
		SP:Iteration 17Q (2461.970000 sec): 3 clusters
  Score: Raw -2458464.472047 + Penalty 4854.050323 = -2453610.421724
  nChanged 267
		SP:Iteration 18Q (2462.040000 sec): 3 clusters
  Score: Raw -2458572.707027 + Penalty 4854.050323 = -2453718.656704
  nChanged 232
		SP:Iteration 19Q (2462.100000 sec): 3 clusters
  Score: Raw -2458660.771126 + Penalty 4854.050323 = -2453806.720803
  nChanged 234
		SP:Iteration 20F (2462.160000 sec): 3 clusters
  Score: Raw -2458736.820717 + Penalty 4854.050323 = -2453882.770394
  nChanged 195
		SP:Iteration 21Q (2462.220000 sec): 3 clusters
  Score: Raw -2458800.070334 + Penalty 4854.050323 = -2453946.020011
  nChanged 215
		SP:Iteration 22Q (2462.280000 sec): 3 clusters
  Score: Raw -2458869.918480 + Penalty 4854.050323 = -2454015.868157
  nChanged 188
		SP:Iteration 23Q (2462.340000 sec): 3 clusters
  Score: Raw -2458931.752319 + Penalty 4854.050323 = -2454077.701996
  nChanged 177
		SP:Iteration 24Q (2462.400000 sec): 3 clusters
  Score: Raw -2458998.799994 + Penalty 4854.050323 = -2454144.749671
  nChanged 187
		SP:Iteration 25Q (2462.450000 sec): 3 clusters
  Score: Raw -2459066.702205 + Penalty 4854.050323 = -2454212.651881
  nChanged 166
		SP:Iteration 26Q (2462.510000 sec): 3 clusters
  Score: Raw -2459127.425675 + Penalty 4854.050323 = -2454273.375352
  nChanged 174
		SP:Iteration 27Q (2462.570000 sec): 3 clusters
  Score: Raw -2459194.583808 + Penalty 4854.050323 = -2454340.533485
  nChanged 173
		SP:Iteration 28Q (2462.620000 sec): 3 clusters
  Score: Raw -2459259.281702 + Penalty 4854.050323 = -2454405.231378
  nChanged 177
		SP:Iteration 29Q (2462.680000 sec): 3 clusters
  Score: Raw -2459327.191554 + Penalty 4854.050323 = -2454473.141231
  nChanged 154
		SP:Iteration 30Q (2462.740000 sec): 3 clusters
  Score: Raw -2459386.594900 + Penalty 4854.050323 = -2454532.544577
  nChanged 159
		SP:Iteration 31Q (2462.790000 sec): 3 clusters
  Score: Raw -2459458.681768 + Penalty 4854.050323 = -2454604.631445
  nChanged 149
		SP:Iteration 32Q (2462.840000 sec): 3 clusters
  Score: Raw -2459527.218068 + Penalty 4854.050323 = -2454673.167745
  nChanged 137
		SP:Iteration 33Q (2462.900000 sec): 3 clusters
  Score: Raw -2459588.977060 + Penalty 4854.050323 = -2454734.926737
  nChanged 148
		SP:Iteration 34Q (2462.950000 sec): 3 clusters
  Score: Raw -2459653.373590 + Penalty 4854.050323 = -2454799.323266
  nChanged 134
		SP:Iteration 35Q (2463.010000 sec): 3 clusters
  Score: Raw -2459720.081801 + Penalty 4854.050323 = -2454866.031478
  nChanged 117
		SP:Iteration 36Q (2463.060000 sec): 3 clusters
  Score: Raw -2459782.256407 + Penalty 4854.050323 = -2454928.206083
  nChanged 125
		SP:Iteration 37Q (2463.110000 sec): 3 clusters
  Score: Raw -2459849.451966 + Penalty 4854.050323 = -2454995.401643
  nChanged 127
		SP:Iteration 38Q (2463.160000 sec): 3 clusters
  Score: Raw -2459905.947852 + Penalty 4854.050323 = -2455051.897528
  nChanged 99
		SP:Iteration 39Q (2463.220000 sec): 3 clusters
  Score: Raw -2459959.676636 + Penalty 4854.050323 = -2455105.626313
  nChanged 102
		SP:Iteration 40F (2463.280000 sec): 3 clusters
  Score: Raw -2460018.159460 + Penalty 4854.050323 = -2455164.109137
  nChanged 88
		SP:Iteration 41Q (2463.340000 sec): 3 clusters
  Score: Raw -2460069.457698 + Penalty 4854.050323 = -2455215.407375
  nChanged 64
		SP:Iteration 42Q (2463.380000 sec): 3 clusters
  Score: Raw -2460109.277147 + Penalty 4854.050323 = -2455255.226824
  nChanged 60
		SP:Iteration 43Q (2463.440000 sec): 3 clusters
  Score: Raw -2460137.064868 + Penalty 4854.050323 = -2455283.014544
  nChanged 48
		SP:Iteration 44Q (2463.490000 sec): 3 clusters
  Score: Raw -2460159.786677 + Penalty 4854.050323 = -2455305.736353
  nChanged 42
		SP:Iteration 45Q (2463.540000 sec): 3 clusters
  Score: Raw -2460181.411001 + Penalty 4854.050323 = -2455327.360678
  nChanged 33
		SP:Iteration 46Q (2463.590000 sec): 3 clusters
  Score: Raw -2460195.762372 + Penalty 4854.050323 = -2455341.712049
  nChanged 23
		SP:Iteration 47Q (2463.640000 sec): 3 clusters
  Score: Raw -2460207.972488 + Penalty 4854.050323 = -2455353.922165
  nChanged 30
		SP:Iteration 48Q (2463.690000 sec): 3 clusters
  Score: Raw -2460223.974241 + Penalty 4854.050323 = -2455369.923918
  nChanged 31
		SP:Iteration 49Q (2463.740000 sec): 3 clusters
  Score: Raw -2460239.788461 + Penalty 4854.050323 = -2455385.738138
  nChanged 32
		SP:Iteration 50Q (2463.790000 sec): 3 clusters
  Score: Raw -2460259.208636 + Penalty 4854.050323 = -2455405.158312
  nChanged 24
		SP:Iteration 51Q (2463.840000 sec): 3 clusters
  Score: Raw -2460274.755355 + Penalty 4854.050323 = -2455420.705032
  nChanged 21
		SP:Iteration 52Q (2463.890000 sec): 3 clusters
  Score: Raw -2460285.812769 + Penalty 4854.050323 = -2455431.762446
  nChanged 18
		SP:Iteration 53Q (2463.940000 sec): 3 clusters
  Score: Raw -2460295.983830 + Penalty 4854.050323 = -2455441.933507
  nChanged 16
		SP:Iteration 54Q (2463.990000 sec): 3 clusters
  Score: Raw -2460304.653251 + Penalty 4854.050323 = -2455450.602928
  nChanged 18
		SP:Iteration 55Q (2464.040000 sec): 3 clusters
  Score: Raw -2460313.522930 + Penalty 4854.050323 = -2455459.472607
  nChanged 12
		SP:Iteration 56Q (2464.090000 sec): 3 clusters
  Score: Raw -2460318.787722 + Penalty 4854.050323 = -2455464.737398
  nChanged 12
		SP:Iteration 57Q (2464.140000 sec): 3 clusters
  Score: Raw -2460325.008095 + Penalty 4854.050323 = -2455470.957772
  nChanged 11
		SP:Iteration 58Q (2464.180000 sec): 3 clusters
  Score: Raw -2460330.357231 + Penalty 4854.050323 = -2455476.306908
  nChanged 9
		SP:Iteration 59Q (2464.230000 sec): 3 clusters
  Score: Raw -2460334.257123 + Penalty 4854.050323 = -2455480.206800
  nChanged 9
		SP:Iteration 60F (2464.300000 sec): 3 clusters
  Score: Raw -2460337.769419 + Penalty 4854.050323 = -2455483.719095
  nChanged 4
		SP:Iteration 61Q (2464.350000 sec): 3 clusters
  Score: Raw -2460340.536719 + Penalty 4854.050323 = -2455486.486396
  nChanged 9
		SP:Iteration 62Q (2464.400000 sec): 3 clusters
  Score: Raw -2460344.370165 + Penalty 4854.050323 = -2455490.319842
  nChanged 4
		SP:Iteration 63Q (2464.450000 sec): 3 clusters
  Score: Raw -2460346.248943 + Penalty 4854.050323 = -2455492.198620
  nChanged 4
		SP:Iteration 64Q (2464.500000 sec): 3 clusters
  Score: Raw -2460348.167786 + Penalty 4854.050323 = -2455494.117463
  nChanged 2
		SP:Iteration 65Q (2464.540000 sec): 3 clusters
  Score: Raw -2460348.961917 + Penalty 4854.050323 = -2455494.911594
  nChanged 1
		SP:Iteration 66Q (2464.590000 sec): 3 clusters
  Score: Raw -2460349.408144 + Penalty 4854.050323 = -2455495.357821
  nChanged 1
		SP:Iteration 67Q (2464.640000 sec): 3 clusters
  Score: Raw -2460349.823461 + Penalty 4854.050323 = -2455495.773138
  nChanged 1
		SP:Iteration 68Q (2464.690000 sec): 3 clusters
  Score: Raw -2460350.147032 + Penalty 4854.050323 = -2455496.096709
  nChanged 0
		SP:Iteration 69F (2464.760000 sec): 3 clusters
  Score: Raw -2460350.147032 + Penalty 4854.050323 = -2455496.096709
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2464.780000 sec): 2 clusters
  Score: Raw -1055292.487816 + Penalty 2202.419695 = -1053090.068122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2464.810000 sec): 3 clusters
  Score: Raw -1051589.137129 + Penalty 4404.839390 = -1047184.297739
  nChanged 2884
		SP:Iteration 1F (2464.840000 sec): 3 clusters
  Score: Raw -1053189.574291 + Penalty 4404.839390 = -1048784.734901
  nChanged 495
		SP:Iteration 2F (2464.860000 sec): 3 clusters
  Score: Raw -1053437.781389 + Penalty 4404.839390 = -1049032.941999
  nChanged 339
		SP:Iteration 3Q (2464.890000 sec): 3 clusters
  Score: Raw -1053599.357947 + Penalty 4404.839390 = -1049194.518558
  nChanged 268
		SP:Iteration 4Q (2464.920000 sec): 3 clusters
  Score: Raw -1053712.777363 + Penalty 4404.839390 = -1049307.937974
  nChanged 224
		SP:Iteration 5Q (2464.940000 sec): 3 clusters
  Score: Raw -1053818.113267 + Penalty 4404.839390 = -1049413.273877
  nChanged 207
		SP:Iteration 6Q (2464.970000 sec): 3 clusters
  Score: Raw -1053903.348703 + Penalty 4404.839390 = -1049498.509313
  nChanged 174
		SP:Iteration 7Q (2465.000000 sec): 3 clusters
  Score: Raw -1053980.709418 + Penalty 4404.839390 = -1049575.870028
  nChanged 175
		SP:Iteration 8Q (2465.020000 sec): 3 clusters
  Score: Raw -1054056.482471 + Penalty 4404.839390 = -1049651.643081
  nChanged 182
		SP:Iteration 9Q (2465.050000 sec): 3 clusters
  Score: Raw -1054161.099858 + Penalty 4404.839390 = -1049756.260468
  nChanged 187
		SP:Iteration 10Q (2465.080000 sec): 3 clusters
  Score: Raw -1054268.368836 + Penalty 4404.839390 = -1049863.529447
  nChanged 188
		SP:Iteration 11Q (2465.100000 sec): 3 clusters
  Score: Raw -1054366.874341 + Penalty 4404.839390 = -1049962.034951
  nChanged 188
		SP:Iteration 12Q (2465.130000 sec): 3 clusters
  Score: Raw -1054471.818837 + Penalty 4404.839390 = -1050066.979447
  nChanged 191
		SP:Iteration 13Q (2465.160000 sec): 3 clusters
  Score: Raw -1054563.158454 + Penalty 4404.839390 = -1050158.319064
  nChanged 154
		SP:Iteration 14Q (2465.180000 sec): 3 clusters
  Score: Raw -1054649.381265 + Penalty 4404.839390 = -1050244.541876
  nChanged 188
		SP:Iteration 15Q (2465.200000 sec): 3 clusters
  Score: Raw -1054740.503172 + Penalty 4404.839390 = -1050335.663782
  nChanged 165
		SP:Iteration 16Q (2465.230000 sec): 3 clusters
  Score: Raw -1054820.744797 + Penalty 4404.839390 = -1050415.905407
  nChanged 140
		SP:Iteration 17Q (2465.260000 sec): 3 clusters
  Score: Raw -1054892.117199 + Penalty 4404.839390 = -1050487.277809
  nChanged 114
		SP:Iteration 18Q (2465.280000 sec): 3 clusters
  Score: Raw -1054953.290858 + Penalty 4404.839390 = -1050548.451468
  nChanged 141
		SP:Iteration 19Q (2465.310000 sec): 3 clusters
  Score: Raw -1055023.018149 + Penalty 4404.839390 = -1050618.178759
  nChanged 129
		SP:Iteration 20F (2465.330000 sec): 3 clusters
  Score: Raw -1055087.036141 + Penalty 4404.839390 = -1050682.196752
  nChanged 111
		SP:Iteration 21Q (2465.360000 sec): 3 clusters
  Score: Raw -1055141.257819 + Penalty 4404.839390 = -1050736.418430
  nChanged 116
		SP:Iteration 22Q (2465.380000 sec): 3 clusters
  Score: Raw -1055191.657275 + Penalty 4404.839390 = -1050786.817885
  nChanged 105
		SP:Iteration 23Q (2465.410000 sec): 3 clusters
  Score: Raw -1055241.617524 + Penalty 4404.839390 = -1050836.778134
  nChanged 94
		SP:Iteration 24Q (2465.430000 sec): 3 clusters
  Score: Raw -1055281.806168 + Penalty 4404.839390 = -1050876.966778
  nChanged 76
		SP:Iteration 25Q (2465.460000 sec): 3 clusters
  Score: Raw -1055314.326813 + Penalty 4404.839390 = -1050909.487423
  nChanged 71
		SP:Iteration 26Q (2465.480000 sec): 3 clusters
  Score: Raw -1055343.333019 + Penalty 4404.839390 = -1050938.493630
  nChanged 72
		SP:Iteration 27Q (2465.500000 sec): 3 clusters
  Score: Raw -1055374.796702 + Penalty 4404.839390 = -1050969.957312
  nChanged 54
		SP:Iteration 28Q (2465.530000 sec): 3 clusters
  Score: Raw -1055395.038564 + Penalty 4404.839390 = -1050990.199175
  nChanged 52
		SP:Iteration 29Q (2465.550000 sec): 3 clusters
  Score: Raw -1055414.696730 + Penalty 4404.839390 = -1051009.857340
  nChanged 42
		SP:Iteration 30Q (2465.580000 sec): 3 clusters
  Score: Raw -1055430.041607 + Penalty 4404.839390 = -1051025.202217
  nChanged 35
		SP:Iteration 31Q (2465.600000 sec): 3 clusters
  Score: Raw -1055440.124832 + Penalty 4404.839390 = -1051035.285442
  nChanged 28
		SP:Iteration 32Q (2465.620000 sec): 3 clusters
  Score: Raw -1055447.185194 + Penalty 4404.839390 = -1051042.345804
  nChanged 23
		SP:Iteration 33Q (2465.650000 sec): 3 clusters
  Score: Raw -1055452.635048 + Penalty 4404.839390 = -1051047.795658
  nChanged 14
		SP:Iteration 34Q (2465.670000 sec): 3 clusters
  Score: Raw -1055456.451870 + Penalty 4404.839390 = -1051051.612480
  nChanged 15
		SP:Iteration 35Q (2465.700000 sec): 3 clusters
  Score: Raw -1055460.053209 + Penalty 4404.839390 = -1051055.213819
  nChanged 8
		SP:Iteration 36Q (2465.720000 sec): 3 clusters
  Score: Raw -1055461.372428 + Penalty 4404.839390 = -1051056.533039
  nChanged 7
		SP:Iteration 37Q (2465.740000 sec): 3 clusters
  Score: Raw -1055462.429931 + Penalty 4404.839390 = -1051057.590542
  nChanged 1
		SP:Iteration 38Q (2465.770000 sec): 3 clusters
  Score: Raw -1055462.513034 + Penalty 4404.839390 = -1051057.673644
  nChanged 3
		SP:Iteration 39Q (2465.790000 sec): 3 clusters
  Score: Raw -1055463.289305 + Penalty 4404.839390 = -1051058.449915
  nChanged 4
		SP:Iteration 40F (2465.820000 sec): 3 clusters
  Score: Raw -1055464.119871 + Penalty 4404.839390 = -1051059.280481
  nChanged 3
		SP:Iteration 41Q (2465.840000 sec): 3 clusters
  Score: Raw -1055464.632871 + Penalty 4404.839390 = -1051059.793481
  nChanged 2
		SP:Iteration 42Q (2465.870000 sec): 3 clusters
  Score: Raw -1055464.918051 + Penalty 4404.839390 = -1051060.078662
  nChanged 0
		SP:Iteration 43F (2465.890000 sec): 3 clusters
  Score: Raw -1055464.918051 + Penalty 4404.839390 = -1051060.078662
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (100023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2466.240000 sec): 2 clusters
  Score: Raw -14781034.940406 + Penalty 2855.262549 = -14778179.677858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2466.620000 sec): 3 clusters
  Score: Raw -14717072.382328 + Penalty 5710.525098 = -14711361.857231
  nChanged 47107
		SP:Iteration 1F (2467.000000 sec): 3 clusters
  Score: Raw -14743432.637807 + Penalty 5710.525098 = -14737722.112710
  nChanged 3237
		SP:Iteration 2Q (2467.380000 sec): 3 clusters
  Score: Raw -14744191.325646 + Penalty 5710.525098 = -14738480.800548
  nChanged 3338
		SP:Iteration 3Q (2467.770000 sec): 3 clusters
  Score: Raw -14745066.514005 + Penalty 5710.525098 = -14739355.988907
  nChanged 3630
		SP:Iteration 4Q (2468.150000 sec): 3 clusters
  Score: Raw -14746217.130465 + Penalty 5710.525098 = -14740506.605367
  nChanged 4348
		SP:Iteration 5Q (2468.530000 sec): 3 clusters
  Score: Raw -14748030.303894 + Penalty 5710.525098 = -14742319.778797
  nChanged 5608
		SP:Iteration 6F (2468.910000 sec): 3 clusters
  Score: Raw -14751141.096314 + Penalty 5710.525098 = -14745430.571216
  nChanged 7093
		SP:Iteration 7F (2469.280000 sec): 3 clusters
  Score: Raw -14756173.380245 + Penalty 5710.525098 = -14750462.855147
  nChanged 8115
		SP:Iteration 8F (2469.660000 sec): 3 clusters
  Score: Raw -14763042.319986 + Penalty 5710.525098 = -14757331.794888
  nChanged 7639
		SP:Iteration 9F (2470.030000 sec): 3 clusters
  Score: Raw -14770124.534967 + Penalty 5710.525098 = -14764414.009870
  nChanged 5830
		SP:Iteration 10F (2470.410000 sec): 3 clusters
  Score: Raw -14775640.553666 + Penalty 5710.525098 = -14769930.028569
  nChanged 3374
		SP:Iteration 11Q (2470.760000 sec): 3 clusters
  Score: Raw -14778721.024325 + Penalty 5710.525098 = -14773010.499228
  nChanged 1675
		SP:Iteration 12Q (2471.080000 sec): 3 clusters
  Score: Raw -14780190.620199 + Penalty 5710.525098 = -14774480.095101
  nChanged 733
		SP:Iteration 13Q (2471.380000 sec): 3 clusters
  Score: Raw -14780806.406346 + Penalty 5710.525098 = -14775095.881249
  nChanged 290
		SP:Iteration 14Q (2471.660000 sec): 3 clusters
  Score: Raw -14781070.659063 + Penalty 5710.525098 = -14775360.133965
  nChanged 152
		SP:Iteration 15Q (2471.930000 sec): 3 clusters
  Score: Raw -14781199.968556 + Penalty 5710.525098 = -14775489.443459
  nChanged 75
		SP:Iteration 16Q (2472.200000 sec): 3 clusters
  Score: Raw -14781264.945925 + Penalty 5710.525098 = -14775554.420828
  nChanged 49
		SP:Iteration 17Q (2472.470000 sec): 3 clusters
  Score: Raw -14781313.412647 + Penalty 5710.525098 = -14775602.887549
  nChanged 27
		SP:Iteration 18Q (2472.740000 sec): 3 clusters
  Score: Raw -14781339.610662 + Penalty 5710.525098 = -14775629.085565
  nChanged 17
		SP:Iteration 19Q (2473.010000 sec): 3 clusters
  Score: Raw -14781355.153864 + Penalty 5710.525098 = -14775644.628767
  nChanged 16
		SP:Iteration 20F (2473.370000 sec): 3 clusters
  Score: Raw -14781369.257370 + Penalty 5710.525098 = -14775658.732272
  nChanged 13
		SP:Iteration 21Q (2473.640000 sec): 3 clusters
  Score: Raw -14781381.470074 + Penalty 5710.525098 = -14775670.944977
  nChanged 9
		SP:Iteration 22Q (2473.910000 sec): 3 clusters
  Score: Raw -14781391.782282 + Penalty 5710.525098 = -14775681.257185
  nChanged 10
		SP:Iteration 23Q (2474.170000 sec): 3 clusters
  Score: Raw -14781405.536957 + Penalty 5710.525098 = -14775695.011859
  nChanged 10
		SP:Iteration 24Q (2474.440000 sec): 3 clusters
  Score: Raw -14781414.150146 + Penalty 5710.525098 = -14775703.625048
  nChanged 10
		SP:Iteration 25Q (2474.700000 sec): 3 clusters
  Score: Raw -14781424.239110 + Penalty 5710.525098 = -14775713.714012
  nChanged 9
		SP:Iteration 26Q (2474.970000 sec): 3 clusters
  Score: Raw -14781431.419405 + Penalty 5710.525098 = -14775720.894308
  nChanged 6
		SP:Iteration 27Q (2475.230000 sec): 3 clusters
  Score: Raw -14781437.004049 + Penalty 5710.525098 = -14775726.478952
  nChanged 7
		SP:Iteration 28Q (2475.490000 sec): 3 clusters
  Score: Raw -14781445.585401 + Penalty 5710.525098 = -14775735.060304
  nChanged 4
		SP:Iteration 29Q (2475.760000 sec): 3 clusters
  Score: Raw -14781449.213386 + Penalty 5710.525098 = -14775738.688288
  nChanged 4
		SP:Iteration 30Q (2476.020000 sec): 3 clusters
  Score: Raw -14781453.479901 + Penalty 5710.525098 = -14775742.954804
  nChanged 5
		SP:Iteration 31Q (2476.290000 sec): 3 clusters
  Score: Raw -14781457.364866 + Penalty 5710.525098 = -14775746.839769
  nChanged 5
		SP:Iteration 32Q (2476.550000 sec): 3 clusters
  Score: Raw -14781461.992698 + Penalty 5710.525098 = -14775751.467601
  nChanged 2
		SP:Iteration 33Q (2476.810000 sec): 3 clusters
  Score: Raw -14781465.368115 + Penalty 5710.525098 = -14775754.843017
  nChanged 4
		SP:Iteration 34Q (2477.080000 sec): 3 clusters
  Score: Raw -14781468.536598 + Penalty 5710.525098 = -14775758.011501
  nChanged 1
		SP:Iteration 35Q (2477.340000 sec): 3 clusters
  Score: Raw -14781469.453504 + Penalty 5710.525098 = -14775758.928407
  nChanged 1
		SP:Iteration 36Q (2477.600000 sec): 3 clusters
  Score: Raw -14781470.213288 + Penalty 5710.525098 = -14775759.688190
  nChanged 0
		SP:Iteration 37F (2477.970000 sec): 3 clusters
  Score: Raw -14781470.213288 + Penalty 5710.525098 = -14775759.688190
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (258745 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2478.810000 sec): 2 clusters
  Score: Raw -38294901.842337 + Penalty 3090.972378 = -38291810.869958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2479.790000 sec): 3 clusters
  Score: Raw -38123989.412410 + Penalty 6181.944757 = -38117807.467653
  nChanged 125301
		SP:Iteration 1F (2480.770000 sec): 3 clusters
  Score: Raw -38197609.122631 + Penalty 6181.944757 = -38191427.177875
  nChanged 6652
		SP:Iteration 2Q (2481.760000 sec): 3 clusters
  Score: Raw -38198854.424568 + Penalty 6181.944757 = -38192672.479812
  nChanged 7129
		SP:Iteration 3Q (2482.760000 sec): 3 clusters
  Score: Raw -38200430.774583 + Penalty 6181.944757 = -38194248.829826
  nChanged 8088
		SP:Iteration 4Q (2483.760000 sec): 3 clusters
  Score: Raw -38202493.283340 + Penalty 6181.944757 = -38196311.338583
  nChanged 9205
		SP:Iteration 5Q (2484.760000 sec): 3 clusters
  Score: Raw -38205318.457073 + Penalty 6181.944757 = -38199136.512316
  nChanged 10523
		SP:Iteration 6Q (2485.750000 sec): 3 clusters
  Score: Raw -38209120.067881 + Penalty 6181.944757 = -38202938.123124
  nChanged 12006
		SP:Iteration 7Q (2486.750000 sec): 3 clusters
  Score: Raw -38214329.978670 + Penalty 6181.944757 = -38208148.033913
  nChanged 13211
		SP:Iteration 8F (2487.720000 sec): 3 clusters
  Score: Raw -38220888.850321 + Penalty 6181.944757 = -38214706.905564
  nChanged 14129
		SP:Iteration 9F (2488.700000 sec): 3 clusters
  Score: Raw -38229033.279151 + Penalty 6181.944757 = -38222851.334394
  nChanged 14169
		SP:Iteration 10F (2489.670000 sec): 3 clusters
  Score: Raw -38238122.215046 + Penalty 6181.944757 = -38231940.270289
  nChanged 13362
		SP:Iteration 11F (2490.640000 sec): 3 clusters
  Score: Raw -38246822.657799 + Penalty 6181.944757 = -38240640.713042
  nChanged 11209
		SP:Iteration 12Q (2491.620000 sec): 3 clusters
  Score: Raw -38252740.952606 + Penalty 6181.944757 = -38246559.007850
  nChanged 7945
		SP:Iteration 13Q (2492.580000 sec): 3 clusters
  Score: Raw -38255783.365908 + Penalty 6181.944757 = -38249601.421152
  nChanged 5419
		SP:Iteration 14Q (2493.520000 sec): 3 clusters
  Score: Raw -38257587.333003 + Penalty 6181.944757 = -38251405.388247
  nChanged 4634
		SP:Iteration 15Q (2494.450000 sec): 3 clusters
  Score: Raw -38259173.546858 + Penalty 6181.944757 = -38252991.602101
  nChanged 4823
		SP:Iteration 16Q (2495.380000 sec): 3 clusters
  Score: Raw -38260899.951502 + Penalty 6181.944757 = -38254718.006745
  nChanged 4958
		SP:Iteration 17Q (2496.310000 sec): 3 clusters
  Score: Raw -38262791.746885 + Penalty 6181.944757 = -38256609.802128
  nChanged 5107
		SP:Iteration 18Q (2497.220000 sec): 3 clusters
  Score: Raw -38264902.441431 + Penalty 6181.944757 = -38258720.496675
  nChanged 5345
		SP:Iteration 19Q (2498.120000 sec): 3 clusters
  Score: Raw -38267275.982186 + Penalty 6181.944757 = -38261094.037429
  nChanged 5407
		SP:Iteration 20F (2499.100000 sec): 3 clusters
  Score: Raw -38269795.537432 + Penalty 6181.944757 = -38263613.592676
  nChanged 5232
		SP:Iteration 21Q (2499.970000 sec): 3 clusters
  Score: Raw -38272325.815828 + Penalty 6181.944757 = -38266143.871072
  nChanged 5043
		SP:Iteration 22Q (2500.820000 sec): 3 clusters
  Score: Raw -38274885.378082 + Penalty 6181.944757 = -38268703.433326
  nChanged 4776
		SP:Iteration 23Q (2501.670000 sec): 3 clusters
  Score: Raw -38277326.002069 + Penalty 6181.944757 = -38271144.057312
  nChanged 4243
		SP:Iteration 24Q (2502.490000 sec): 3 clusters
  Score: Raw -38279499.515449 + Penalty 6181.944757 = -38273317.570692
  nChanged 3837
		SP:Iteration 25Q (2503.300000 sec): 3 clusters
  Score: Raw -38281443.748414 + Penalty 6181.944757 = -38275261.803657
  nChanged 3452
		SP:Iteration 26Q (2504.100000 sec): 3 clusters
  Score: Raw -38283171.261315 + Penalty 6181.944757 = -38276989.316558
  nChanged 3138
		SP:Iteration 27Q (2504.880000 sec): 3 clusters
  Score: Raw -38284707.341059 + Penalty 6181.944757 = -38278525.396302
  nChanged 2723
		SP:Iteration 28Q (2505.650000 sec): 3 clusters
  Score: Raw -38285977.418542 + Penalty 6181.944757 = -38279795.473786
  nChanged 2431
		SP:Iteration 29Q (2506.400000 sec): 3 clusters
  Score: Raw -38287098.371133 + Penalty 6181.944757 = -38280916.426377
  nChanged 2154
		SP:Iteration 30Q (2507.150000 sec): 3 clusters
  Score: Raw -38288087.592552 + Penalty 6181.944757 = -38281905.647796
  nChanged 1941
		SP:Iteration 31Q (2507.880000 sec): 3 clusters
  Score: Raw -38288919.980716 + Penalty 6181.944757 = -38282738.035959
  nChanged 1667
		SP:Iteration 32Q (2508.610000 sec): 3 clusters
  Score: Raw -38289616.465615 + Penalty 6181.944757 = -38283434.520858
  nChanged 1536
		SP:Iteration 33Q (2509.330000 sec): 3 clusters
  Score: Raw -38290231.036140 + Penalty 6181.944757 = -38284049.091384
  nChanged 1345
		SP:Iteration 34Q (2510.050000 sec): 3 clusters
  Score: Raw -38290745.782145 + Penalty 6181.944757 = -38284563.837388
  nChanged 1212
		SP:Iteration 35Q (2510.760000 sec): 3 clusters
  Score: Raw -38291229.841766 + Penalty 6181.944757 = -38285047.897010
  nChanged 1125
		SP:Iteration 36Q (2511.470000 sec): 3 clusters
  Score: Raw -38291680.521829 + Penalty 6181.944757 = -38285498.577073
  nChanged 980
		SP:Iteration 37Q (2512.320000 sec): 3 clusters
  Score: Raw -38292052.604411 + Penalty 6181.944757 = -38285870.659654
  nChanged 875
		SP:Iteration 38Q (2513.090000 sec): 3 clusters
  Score: Raw -38292390.668726 + Penalty 6181.944757 = -38286208.723970
  nChanged 793
		SP:Iteration 39Q (2513.780000 sec): 3 clusters
  Score: Raw -38292703.636168 + Penalty 6181.944757 = -38286521.691411
  nChanged 731
		SP:Iteration 40F (2514.730000 sec): 3 clusters
  Score: Raw -38292988.510031 + Penalty 6181.944757 = -38286806.565274
  nChanged 646
		SP:Iteration 41Q (2515.420000 sec): 3 clusters
  Score: Raw -38293235.897532 + Penalty 6181.944757 = -38287053.952775
  nChanged 600
		SP:Iteration 42Q (2516.100000 sec): 3 clusters
  Score: Raw -38293466.019868 + Penalty 6181.944757 = -38287284.075111
  nChanged 503
		SP:Iteration 43Q (2516.790000 sec): 3 clusters
  Score: Raw -38293651.082881 + Penalty 6181.944757 = -38287469.138124
  nChanged 482
		SP:Iteration 44Q (2517.470000 sec): 3 clusters
  Score: Raw -38293836.392261 + Penalty 6181.944757 = -38287654.447505
  nChanged 441
		SP:Iteration 45Q (2518.150000 sec): 3 clusters
  Score: Raw -38294011.507781 + Penalty 6181.944757 = -38287829.563024
  nChanged 417
		SP:Iteration 46Q (2518.820000 sec): 3 clusters
  Score: Raw -38294185.170954 + Penalty 6181.944757 = -38288003.226198
  nChanged 360
		SP:Iteration 47Q (2519.500000 sec): 3 clusters
  Score: Raw -38294334.382958 + Penalty 6181.944757 = -38288152.438201
  nChanged 351
		SP:Iteration 48Q (2520.180000 sec): 3 clusters
  Score: Raw -38294476.709557 + Penalty 6181.944757 = -38288294.764801
  nChanged 299
		SP:Iteration 49Q (2520.850000 sec): 3 clusters
  Score: Raw -38294600.909053 + Penalty 6181.944757 = -38288418.964297
  nChanged 250
		SP:Iteration 50Q (2521.520000 sec): 3 clusters
  Score: Raw -38294704.255930 + Penalty 6181.944757 = -38288522.311173
  nChanged 222
		SP:Iteration 51Q (2522.200000 sec): 3 clusters
  Score: Raw -38294789.491488 + Penalty 6181.944757 = -38288607.546732
  nChanged 187
		SP:Iteration 52Q (2522.900000 sec): 3 clusters
  Score: Raw -38294861.178228 + Penalty 6181.944757 = -38288679.233472
  nChanged 148
		SP:Iteration 53Q (2523.630000 sec): 3 clusters
  Score: Raw -38294913.594651 + Penalty 6181.944757 = -38288731.649894
  nChanged 117
		SP:Iteration 54Q (2524.350000 sec): 3 clusters
  Score: Raw -38294954.906402 + Penalty 6181.944757 = -38288772.961645
  nChanged 121
		SP:Iteration 55Q (2525.070000 sec): 3 clusters
  Score: Raw -38295000.198658 + Penalty 6181.944757 = -38288818.253902
  nChanged 102
		SP:Iteration 56Q (2525.790000 sec): 3 clusters
  Score: Raw -38295039.543598 + Penalty 6181.944757 = -38288857.598841
  nChanged 93
		SP:Iteration 57Q (2526.510000 sec): 3 clusters
  Score: Raw -38295073.424493 + Penalty 6181.944757 = -38288891.479736
  nChanged 74
		SP:Iteration 58Q (2527.230000 sec): 3 clusters
  Score: Raw -38295100.077896 + Penalty 6181.944757 = -38288918.133139
  nChanged 66
		SP:Iteration 59Q (2527.960000 sec): 3 clusters
  Score: Raw -38295129.382208 + Penalty 6181.944757 = -38288947.437451
  nChanged 65
		SP:Iteration 60F (2528.910000 sec): 3 clusters
  Score: Raw -38295155.045999 + Penalty 6181.944757 = -38288973.101243
  nChanged 54
		SP:Iteration 61Q (2529.580000 sec): 3 clusters
  Score: Raw -38295174.092385 + Penalty 6181.944757 = -38288992.147628
  nChanged 50
		SP:Iteration 62Q (2530.250000 sec): 3 clusters
  Score: Raw -38295190.254272 + Penalty 6181.944757 = -38289008.309515
  nChanged 41
		SP:Iteration 63Q (2530.920000 sec): 3 clusters
  Score: Raw -38295206.498874 + Penalty 6181.944757 = -38289024.554117
  nChanged 34
		SP:Iteration 64Q (2531.590000 sec): 3 clusters
  Score: Raw -38295218.317924 + Penalty 6181.944757 = -38289036.373167
  nChanged 26
		SP:Iteration 65Q (2532.250000 sec): 3 clusters
  Score: Raw -38295226.649995 + Penalty 6181.944757 = -38289044.705238
  nChanged 31
		SP:Iteration 66Q (2532.920000 sec): 3 clusters
  Score: Raw -38295237.443135 + Penalty 6181.944757 = -38289055.498378
  nChanged 30
		SP:Iteration 67Q (2533.590000 sec): 3 clusters
  Score: Raw -38295248.373235 + Penalty 6181.944757 = -38289066.428478
  nChanged 28
		SP:Iteration 68Q (2534.250000 sec): 3 clusters
  Score: Raw -38295257.800990 + Penalty 6181.944757 = -38289075.856234
  nChanged 25
		SP:Iteration 69Q (2534.920000 sec): 3 clusters
  Score: Raw -38295265.876499 + Penalty 6181.944757 = -38289083.931743
  nChanged 23
		SP:Iteration 70Q (2535.590000 sec): 3 clusters
  Score: Raw -38295272.854538 + Penalty 6181.944757 = -38289090.909782
  nChanged 19
		SP:Iteration 71Q (2536.260000 sec): 3 clusters
  Score: Raw -38295281.037926 + Penalty 6181.944757 = -38289099.093170
  nChanged 18
		SP:Iteration 72Q (2536.930000 sec): 3 clusters
  Score: Raw -38295287.907751 + Penalty 6181.944757 = -38289105.962995
  nChanged 8
		SP:Iteration 73Q (2537.600000 sec): 3 clusters
  Score: Raw -38295290.850546 + Penalty 6181.944757 = -38289108.905789
  nChanged 6
		SP:Iteration 74Q (2538.260000 sec): 3 clusters
  Score: Raw -38295292.899049 + Penalty 6181.944757 = -38289110.954293
  nChanged 4
		SP:Iteration 75Q (2538.930000 sec): 3 clusters
  Score: Raw -38295294.318680 + Penalty 6181.944757 = -38289112.373923
  nChanged 3
		SP:Iteration 76Q (2539.590000 sec): 3 clusters
  Score: Raw -38295295.187381 + Penalty 6181.944757 = -38289113.242624
  nChanged 0
		SP:Iteration 77F (2540.540000 sec): 3 clusters
  Score: Raw -38295295.187381 + Penalty 6181.944757 = -38289113.242624
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2540.640000 sec): 2 clusters
  Score: Raw -64181.902047 + Penalty 1533.668925 = -62648.233122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2540.650000 sec): 3 clusters
  Score: Raw -64197.048407 + Penalty 3067.337850 = -61129.710557
  nChanged 90
		SP:Iteration 1F (2540.650000 sec): 3 clusters
  Score: Raw -64407.119896 + Penalty 3067.337850 = -61339.782046
  nChanged 29
		SP:Iteration 2F (2540.650000 sec): 3 clusters
  Score: Raw -64534.082955 + Penalty 3067.337850 = -61466.745106
  nChanged 21
		SP:Iteration 3Q (2540.650000 sec): 3 clusters
  Score: Raw -64617.488174 + Penalty 3067.337850 = -61550.150324
  nChanged 13
		SP:Iteration 4Q (2540.650000 sec): 3 clusters
  Score: Raw -64666.148884 + Penalty 3067.337850 = -61598.811034
  nChanged 8
		SP:Iteration 5Q (2540.660000 sec): 3 clusters
  Score: Raw -64731.553324 + Penalty 3067.337850 = -61664.215474
  nChanged 12
		SP:Iteration 6Q (2540.660000 sec): 3 clusters
  Score: Raw -64781.593651 + Penalty 3067.337850 = -61714.255801
  nChanged 9
		SP:Iteration 7Q (2540.660000 sec): 3 clusters
  Score: Raw -64811.934758 + Penalty 3067.337850 = -61744.596908
  nChanged 7
		SP:Iteration 8Q (2540.660000 sec): 3 clusters
  Score: Raw -64833.935212 + Penalty 3067.337850 = -61766.597362
  nChanged 6
		SP:Iteration 9Q (2540.660000 sec): 3 clusters
  Score: Raw -64847.091803 + Penalty 3067.337850 = -61779.753953
  nChanged 4
		SP:Iteration 10Q (2540.660000 sec): 3 clusters
  Score: Raw -64858.392177 + Penalty 3067.337850 = -61791.054327
  nChanged 5
		SP:Iteration 11Q (2540.660000 sec): 3 clusters
  Score: Raw -64878.434370 + Penalty 3067.337850 = -61811.096520
  nChanged 2
		SP:Iteration 12Q (2540.670000 sec): 3 clusters
  Score: Raw -64883.393551 + Penalty 3067.337850 = -61816.055701
  nChanged 0
		SP:Iteration 13F (2540.670000 sec): 3 clusters
  Score: Raw -64883.393551 + Penalty 3067.337850 = -61816.055701
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (7490 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2540.700000 sec): 2 clusters
  Score: Raw -1075610.939530 + Penalty 2212.488371 = -1073398.451159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2540.720000 sec): 3 clusters
  Score: Raw -1071750.462127 + Penalty 4424.976742 = -1067325.485385
  nChanged 3003
		SP:Iteration 1F (2540.750000 sec): 3 clusters
  Score: Raw -1073411.133473 + Penalty 4424.976742 = -1068986.156732
  nChanged 542
		SP:Iteration 2F (2540.780000 sec): 3 clusters
  Score: Raw -1073712.242606 + Penalty 4424.976742 = -1069287.265864
  nChanged 427
		SP:Iteration 3F (2540.800000 sec): 3 clusters
  Score: Raw -1073942.477076 + Penalty 4424.976742 = -1069517.500334
  nChanged 315
		SP:Iteration 4Q (2540.830000 sec): 3 clusters
  Score: Raw -1074102.851171 + Penalty 4424.976742 = -1069677.874429
  nChanged 262
		SP:Iteration 5Q (2540.860000 sec): 3 clusters
  Score: Raw -1074228.732860 + Penalty 4424.976742 = -1069803.756118
  nChanged 235
		SP:Iteration 6Q (2540.880000 sec): 3 clusters
  Score: Raw -1074352.684275 + Penalty 4424.976742 = -1069927.707533
  nChanged 232
		SP:Iteration 7Q (2540.910000 sec): 3 clusters
  Score: Raw -1074479.931672 + Penalty 4424.976742 = -1070054.954930
  nChanged 221
		SP:Iteration 8Q (2540.940000 sec): 3 clusters
  Score: Raw -1074595.876888 + Penalty 4424.976742 = -1070170.900146
  nChanged 200
		SP:Iteration 9Q (2540.970000 sec): 3 clusters
  Score: Raw -1074722.740845 + Penalty 4424.976742 = -1070297.764103
  nChanged 193
		SP:Iteration 10Q (2541.000000 sec): 3 clusters
  Score: Raw -1074850.696242 + Penalty 4424.976742 = -1070425.719500
  nChanged 205
		SP:Iteration 11Q (2541.020000 sec): 3 clusters
  Score: Raw -1074983.992798 + Penalty 4424.976742 = -1070559.016056
  nChanged 182
		SP:Iteration 12Q (2541.050000 sec): 3 clusters
  Score: Raw -1075100.757508 + Penalty 4424.976742 = -1070675.780766
  nChanged 192
		SP:Iteration 13Q (2541.070000 sec): 3 clusters
  Score: Raw -1075213.781634 + Penalty 4424.976742 = -1070788.804892
  nChanged 166
		SP:Iteration 14Q (2541.100000 sec): 3 clusters
  Score: Raw -1075323.797496 + Penalty 4424.976742 = -1070898.820754
  nChanged 141
		SP:Iteration 15Q (2541.120000 sec): 3 clusters
  Score: Raw -1075425.767193 + Penalty 4424.976742 = -1071000.790451
  nChanged 140
		SP:Iteration 16Q (2541.150000 sec): 3 clusters
  Score: Raw -1075515.354806 + Penalty 4424.976742 = -1071090.378064
  nChanged 144
		SP:Iteration 17Q (2541.180000 sec): 3 clusters
  Score: Raw -1075609.750206 + Penalty 4424.976742 = -1071184.773464
  nChanged 113
		SP:Iteration 18Q (2541.200000 sec): 3 clusters
  Score: Raw -1075683.940433 + Penalty 4424.976742 = -1071258.963691
  nChanged 113
		SP:Iteration 19Q (2541.220000 sec): 3 clusters
  Score: Raw -1075763.091437 + Penalty 4424.976742 = -1071338.114695
  nChanged 94
		SP:Iteration 20F (2541.250000 sec): 3 clusters
  Score: Raw -1075827.360179 + Penalty 4424.976742 = -1071402.383437
  nChanged 73
		SP:Iteration 21Q (2541.280000 sec): 3 clusters
  Score: Raw -1075870.405305 + Penalty 4424.976742 = -1071445.428563
  nChanged 59
		SP:Iteration 22Q (2541.300000 sec): 3 clusters
  Score: Raw -1075913.424821 + Penalty 4424.976742 = -1071488.448079
  nChanged 72
		SP:Iteration 23Q (2541.320000 sec): 3 clusters
  Score: Raw -1075964.438420 + Penalty 4424.976742 = -1071539.461678
  nChanged 55
		SP:Iteration 24Q (2541.350000 sec): 3 clusters
  Score: Raw -1075993.692772 + Penalty 4424.976742 = -1071568.716030
  nChanged 50
		SP:Iteration 25Q (2541.370000 sec): 3 clusters
  Score: Raw -1076029.926301 + Penalty 4424.976742 = -1071604.949560
  nChanged 46
		SP:Iteration 26Q (2541.390000 sec): 3 clusters
  Score: Raw -1076064.084310 + Penalty 4424.976742 = -1071639.107568
  nChanged 39
		SP:Iteration 27Q (2541.420000 sec): 3 clusters
  Score: Raw -1076097.053937 + Penalty 4424.976742 = -1071672.077195
  nChanged 39
		SP:Iteration 28Q (2541.440000 sec): 3 clusters
  Score: Raw -1076126.942379 + Penalty 4424.976742 = -1071701.965637
  nChanged 35
		SP:Iteration 29Q (2541.460000 sec): 3 clusters
  Score: Raw -1076152.019793 + Penalty 4424.976742 = -1071727.043051
  nChanged 27
		SP:Iteration 30Q (2541.480000 sec): 3 clusters
  Score: Raw -1076169.466709 + Penalty 4424.976742 = -1071744.489967
  nChanged 23
		SP:Iteration 31Q (2541.500000 sec): 3 clusters
  Score: Raw -1076183.507614 + Penalty 4424.976742 = -1071758.530872
  nChanged 16
		SP:Iteration 32Q (2541.520000 sec): 3 clusters
  Score: Raw -1076193.576003 + Penalty 4424.976742 = -1071768.599261
  nChanged 14
		SP:Iteration 33Q (2541.550000 sec): 3 clusters
  Score: Raw -1076209.073701 + Penalty 4424.976742 = -1071784.096959
  nChanged 21
		SP:Iteration 34Q (2541.570000 sec): 3 clusters
  Score: Raw -1076226.182315 + Penalty 4424.976742 = -1071801.205573
  nChanged 14
		SP:Iteration 35Q (2541.590000 sec): 3 clusters
  Score: Raw -1076235.893280 + Penalty 4424.976742 = -1071810.916538
  nChanged 11
		SP:Iteration 36Q (2541.610000 sec): 3 clusters
  Score: Raw -1076241.881229 + Penalty 4424.976742 = -1071816.904487
  nChanged 10
		SP:Iteration 37Q (2541.630000 sec): 3 clusters
  Score: Raw -1076248.099464 + Penalty 4424.976742 = -1071823.122722
  nChanged 14
		SP:Iteration 38Q (2541.660000 sec): 3 clusters
  Score: Raw -1076256.586483 + Penalty 4424.976742 = -1071831.609741
  nChanged 4
		SP:Iteration 39Q (2541.680000 sec): 3 clusters
  Score: Raw -1076259.244449 + Penalty 4424.976742 = -1071834.267707
  nChanged 5
		SP:Iteration 40F (2541.700000 sec): 3 clusters
  Score: Raw -1076262.429285 + Penalty 4424.976742 = -1071837.452543
  nChanged 5
		SP:Iteration 41Q (2541.720000 sec): 3 clusters
  Score: Raw -1076264.419646 + Penalty 4424.976742 = -1071839.442904
  nChanged 2
		SP:Iteration 42Q (2541.750000 sec): 3 clusters
  Score: Raw -1076265.733670 + Penalty 4424.976742 = -1071840.756928
  nChanged 0
		SP:Iteration 43F (2541.770000 sec): 3 clusters
  Score: Raw -1076265.733670 + Penalty 4424.976742 = -1071840.756928
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2541.780000 sec): 2 clusters
  Score: Raw -44434.578259 + Penalty 1441.904372 = -42992.673887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2541.780000 sec): 3 clusters
  Score: Raw -44612.963636 + Penalty 2883.808744 = -41729.154892
  nChanged 53
		SP:Iteration 1F (2541.780000 sec): 3 clusters
  Score: Raw -44836.449690 + Penalty 2883.808744 = -41952.640946
  nChanged 17
		SP:Iteration 2F (2541.780000 sec): 3 clusters
  Score: Raw -44905.273484 + Penalty 2883.808744 = -42021.464740
  nChanged 7
		SP:Iteration 3Q (2541.780000 sec): 3 clusters
  Score: Raw -44931.177552 + Penalty 2883.808744 = -42047.368808
  nChanged 6
		SP:Iteration 4Q (2541.780000 sec): 3 clusters
  Score: Raw -44964.541965 + Penalty 2883.808744 = -42080.733221
  nChanged 5
		SP:Iteration 5Q (2541.790000 sec): 3 clusters
  Score: Raw -44986.632943 + Penalty 2883.808744 = -42102.824199
  nChanged 5
		SP:Iteration 6Q (2541.790000 sec): 3 clusters
  Score: Raw -45007.358051 + Penalty 2883.808744 = -42123.549307
  nChanged 2
		SP:Iteration 7Q (2541.790000 sec): 3 clusters
  Score: Raw -45018.303287 + Penalty 2883.808744 = -42134.494543
  nChanged 1
		SP:Iteration 8Q (2541.790000 sec): 3 clusters
  Score: Raw -45022.399891 + Penalty 2883.808744 = -42138.591148
  nChanged 0
		SP:Iteration 9F (2541.790000 sec): 3 clusters
  Score: Raw -45022.399891 + Penalty 2883.808744 = -42138.591148
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2541.800000 sec): 2 clusters
  Score: Raw -280746.321684 + Penalty 1887.491492 = -278858.830192
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2541.810000 sec): 3 clusters
  Score: Raw -280130.144484 + Penalty 3774.982984 = -276355.161500
  nChanged 649
		SP:Iteration 1F (2541.820000 sec): 3 clusters
  Score: Raw -280816.352250 + Penalty 3774.982984 = -277041.369266
  nChanged 204
		SP:Iteration 2F (2541.820000 sec): 3 clusters
  Score: Raw -281292.210143 + Penalty 3774.982984 = -277517.227159
  nChanged 202
		SP:Iteration 3F (2541.830000 sec): 3 clusters
  Score: Raw -281754.188609 + Penalty 3774.982984 = -277979.205625
  nChanged 196
		SP:Iteration 4F (2541.840000 sec): 3 clusters
  Score: Raw -282065.433505 + Penalty 3774.982984 = -278290.450520
  nChanged 142
		SP:Iteration 5F (2541.840000 sec): 3 clusters
  Score: Raw -282254.565925 + Penalty 3774.982984 = -278479.582941
  nChanged 63
		SP:Iteration 6Q (2541.850000 sec): 3 clusters
  Score: Raw -282339.382090 + Penalty 3774.982984 = -278564.399106
  nChanged 39
		SP:Iteration 7Q (2541.860000 sec): 3 clusters
  Score: Raw -282398.053094 + Penalty 3774.982984 = -278623.070110
  nChanged 34
		SP:Iteration 8Q (2541.860000 sec): 3 clusters
  Score: Raw -282452.842416 + Penalty 3774.982984 = -278677.859432
  nChanged 23
		SP:Iteration 9Q (2541.870000 sec): 3 clusters
  Score: Raw -282487.871886 + Penalty 3774.982984 = -278712.888902
  nChanged 14
		SP:Iteration 10Q (2541.880000 sec): 3 clusters
  Score: Raw -282512.592503 + Penalty 3774.982984 = -278737.609519
  nChanged 8
		SP:Iteration 11Q (2541.880000 sec): 3 clusters
  Score: Raw -282524.988985 + Penalty 3774.982984 = -278750.006001
  nChanged 5
		SP:Iteration 12Q (2541.890000 sec): 3 clusters
  Score: Raw -282535.049931 + Penalty 3774.982984 = -278760.066947
  nChanged 3
		SP:Iteration 13Q (2541.900000 sec): 3 clusters
  Score: Raw -282540.562445 + Penalty 3774.982984 = -278765.579461
  nChanged 2
		SP:Iteration 14Q (2541.900000 sec): 3 clusters
  Score: Raw -282543.237617 + Penalty 3774.982984 = -278768.254633
  nChanged 1
		SP:Iteration 15Q (2541.910000 sec): 3 clusters
  Score: Raw -282544.547855 + Penalty 3774.982984 = -278769.564871
  nChanged 0
		SP:Iteration 16F (2541.920000 sec): 3 clusters
  Score: Raw -282544.547855 + Penalty 3774.982984 = -278769.564871
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (20342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2541.990000 sec): 2 clusters
  Score: Raw -2855495.950845 + Penalty 2460.269862 = -2853035.680983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2542.070000 sec): 3 clusters
  Score: Raw -2843678.963396 + Penalty 4920.539725 = -2838758.423671
  nChanged 9010
		SP:Iteration 1F (2542.140000 sec): 3 clusters
  Score: Raw -2848489.989086 + Penalty 4920.539725 = -2843569.449361
  nChanged 1029
		SP:Iteration 2F (2542.220000 sec): 3 clusters
  Score: Raw -2848867.502831 + Penalty 4920.539725 = -2843946.963107
  nChanged 933
		SP:Iteration 3Q (2542.290000 sec): 3 clusters
  Score: Raw -2849223.190317 + Penalty 4920.539725 = -2844302.650593
  nChanged 872
		SP:Iteration 4Q (2542.370000 sec): 3 clusters
  Score: Raw -2849576.098568 + Penalty 4920.539725 = -2844655.558843
  nChanged 833
		SP:Iteration 5Q (2542.440000 sec): 3 clusters
  Score: Raw -2849930.979034 + Penalty 4920.539725 = -2845010.439309
  nChanged 797
		SP:Iteration 6Q (2542.520000 sec): 3 clusters
  Score: Raw -2850292.030842 + Penalty 4920.539725 = -2845371.491118
  nChanged 792
		SP:Iteration 7Q (2542.600000 sec): 3 clusters
  Score: Raw -2850674.056066 + Penalty 4920.539725 = -2845753.516341
  nChanged 857
		SP:Iteration 8Q (2542.670000 sec): 3 clusters
  Score: Raw -2851145.238359 + Penalty 4920.539725 = -2846224.698635
  nChanged 855
		SP:Iteration 9Q (2542.750000 sec): 3 clusters
  Score: Raw -2851673.952961 + Penalty 4920.539725 = -2846753.413236
  nChanged 937
		SP:Iteration 10Q (2542.820000 sec): 3 clusters
  Score: Raw -2852317.746297 + Penalty 4920.539725 = -2847397.206573
  nChanged 947
		SP:Iteration 11Q (2542.900000 sec): 3 clusters
  Score: Raw -2852984.359046 + Penalty 4920.539725 = -2848063.819322
  nChanged 838
		SP:Iteration 12Q (2542.970000 sec): 3 clusters
  Score: Raw -2853602.247741 + Penalty 4920.539725 = -2848681.708016
  nChanged 784
		SP:Iteration 13Q (2543.040000 sec): 3 clusters
  Score: Raw -2854231.927658 + Penalty 4920.539725 = -2849311.387934
  nChanged 633
		SP:Iteration 14Q (2543.110000 sec): 3 clusters
  Score: Raw -2854704.665372 + Penalty 4920.539725 = -2849784.125647
  nChanged 486
		SP:Iteration 15Q (2543.180000 sec): 3 clusters
  Score: Raw -2855017.745347 + Penalty 4920.539725 = -2850097.205623
  nChanged 383
		SP:Iteration 16Q (2543.240000 sec): 3 clusters
  Score: Raw -2855234.640137 + Penalty 4920.539725 = -2850314.100412
  nChanged 305
		SP:Iteration 17Q (2543.310000 sec): 3 clusters
  Score: Raw -2855408.776176 + Penalty 4920.539725 = -2850488.236452
  nChanged 244
		SP:Iteration 18Q (2543.370000 sec): 3 clusters
  Score: Raw -2855528.957094 + Penalty 4920.539725 = -2850608.417370
  nChanged 196
		SP:Iteration 19Q (2543.440000 sec): 3 clusters
  Score: Raw -2855616.235218 + Penalty 4920.539725 = -2850695.695493
  nChanged 164
		SP:Iteration 20F (2543.510000 sec): 3 clusters
  Score: Raw -2855687.751607 + Penalty 4920.539725 = -2850767.211882
  nChanged 146
		SP:Iteration 21Q (2543.570000 sec): 3 clusters
  Score: Raw -2855748.927126 + Penalty 4920.539725 = -2850828.387402
  nChanged 135
		SP:Iteration 22Q (2543.630000 sec): 3 clusters
  Score: Raw -2855800.164776 + Penalty 4920.539725 = -2850879.625051
  nChanged 103
		SP:Iteration 23Q (2543.700000 sec): 3 clusters
  Score: Raw -2855843.019903 + Penalty 4920.539725 = -2850922.480178
  nChanged 99
		SP:Iteration 24Q (2543.760000 sec): 3 clusters
  Score: Raw -2855876.569103 + Penalty 4920.539725 = -2850956.029378
  nChanged 68
		SP:Iteration 25Q (2543.820000 sec): 3 clusters
  Score: Raw -2855900.765801 + Penalty 4920.539725 = -2850980.226076
  nChanged 59
		SP:Iteration 26Q (2543.880000 sec): 3 clusters
  Score: Raw -2855923.375305 + Penalty 4920.539725 = -2851002.835581
  nChanged 57
		SP:Iteration 27Q (2543.940000 sec): 3 clusters
  Score: Raw -2855942.396824 + Penalty 4920.539725 = -2851021.857100
  nChanged 56
		SP:Iteration 28Q (2544.000000 sec): 3 clusters
  Score: Raw -2855961.525245 + Penalty 4920.539725 = -2851040.985520
  nChanged 66
		SP:Iteration 29Q (2544.060000 sec): 3 clusters
  Score: Raw -2855985.139724 + Penalty 4920.539725 = -2851064.600000
  nChanged 59
		SP:Iteration 30Q (2544.120000 sec): 3 clusters
  Score: Raw -2856001.773144 + Penalty 4920.539725 = -2851081.233419
  nChanged 39
		SP:Iteration 31Q (2544.180000 sec): 3 clusters
  Score: Raw -2856012.236054 + Penalty 4920.539725 = -2851091.696329
  nChanged 33
		SP:Iteration 32Q (2544.240000 sec): 3 clusters
  Score: Raw -2856019.646566 + Penalty 4920.539725 = -2851099.106842
  nChanged 19
		SP:Iteration 33Q (2544.300000 sec): 3 clusters
  Score: Raw -2856025.267123 + Penalty 4920.539725 = -2851104.727399
  nChanged 24
		SP:Iteration 34Q (2544.360000 sec): 3 clusters
  Score: Raw -2856031.175057 + Penalty 4920.539725 = -2851110.635332
  nChanged 23
		SP:Iteration 35Q (2544.420000 sec): 3 clusters
  Score: Raw -2856038.529077 + Penalty 4920.539725 = -2851117.989353
  nChanged 25
		SP:Iteration 36Q (2544.480000 sec): 3 clusters
  Score: Raw -2856045.788017 + Penalty 4920.539725 = -2851125.248292
  nChanged 26
		SP:Iteration 37Q (2544.540000 sec): 3 clusters
  Score: Raw -2856052.538299 + Penalty 4920.539725 = -2851131.998574
  nChanged 17
		SP:Iteration 38Q (2544.600000 sec): 3 clusters
  Score: Raw -2856058.057719 + Penalty 4920.539725 = -2851137.517994
  nChanged 23
		SP:Iteration 39Q (2544.660000 sec): 3 clusters
  Score: Raw -2856064.562795 + Penalty 4920.539725 = -2851144.023071
  nChanged 21
		SP:Iteration 40F (2544.730000 sec): 3 clusters
  Score: Raw -2856070.918628 + Penalty 4920.539725 = -2851150.378903
  nChanged 19
		SP:Iteration 41Q (2544.790000 sec): 3 clusters
  Score: Raw -2856074.844899 + Penalty 4920.539725 = -2851154.305174
  nChanged 14
		SP:Iteration 42Q (2544.850000 sec): 3 clusters
  Score: Raw -2856078.054471 + Penalty 4920.539725 = -2851157.514747
  nChanged 10
		SP:Iteration 43Q (2544.910000 sec): 3 clusters
  Score: Raw -2856080.636657 + Penalty 4920.539725 = -2851160.096932
  nChanged 12
		SP:Iteration 44Q (2544.970000 sec): 3 clusters
  Score: Raw -2856084.017043 + Penalty 4920.539725 = -2851163.477318
  nChanged 12
		SP:Iteration 45Q (2545.030000 sec): 3 clusters
  Score: Raw -2856087.162325 + Penalty 4920.539725 = -2851166.622600
  nChanged 12
		SP:Iteration 46Q (2545.080000 sec): 3 clusters
  Score: Raw -2856089.783334 + Penalty 4920.539725 = -2851169.243610
  nChanged 9
		SP:Iteration 47Q (2545.140000 sec): 3 clusters
  Score: Raw -2856091.794490 + Penalty 4920.539725 = -2851171.254765
  nChanged 7
		SP:Iteration 48Q (2545.200000 sec): 3 clusters
  Score: Raw -2856094.046709 + Penalty 4920.539725 = -2851173.506984
  nChanged 8
		SP:Iteration 49Q (2545.260000 sec): 3 clusters
  Score: Raw -2856096.066681 + Penalty 4920.539725 = -2851175.526956
  nChanged 7
		SP:Iteration 50Q (2545.320000 sec): 3 clusters
  Score: Raw -2856098.079820 + Penalty 4920.539725 = -2851177.540095
  nChanged 6
		SP:Iteration 51Q (2545.380000 sec): 3 clusters
  Score: Raw -2856099.758852 + Penalty 4920.539725 = -2851179.219127
  nChanged 6
		SP:Iteration 52Q (2545.440000 sec): 3 clusters
  Score: Raw -2856100.648574 + Penalty 4920.539725 = -2851180.108850
  nChanged 1
		SP:Iteration 53Q (2545.500000 sec): 3 clusters
  Score: Raw -2856100.814609 + Penalty 4920.539725 = -2851180.274885
  nChanged 0
		SP:Iteration 54F (2545.580000 sec): 3 clusters
  Score: Raw -2856100.814609 + Penalty 4920.539725 = -2851180.274885
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (42946 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2545.720000 sec): 2 clusters
  Score: Raw -6627377.884178 + Penalty 2645.589300 = -6624732.294878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2545.880000 sec): 3 clusters
  Score: Raw -6600913.734960 + Penalty 5291.178601 = -6595622.556359
  nChanged 19782
		SP:Iteration 1F (2546.050000 sec): 3 clusters
  Score: Raw -6611843.645698 + Penalty 5291.178601 = -6606552.467097
  nChanged 2066
		SP:Iteration 2Q (2546.220000 sec): 3 clusters
  Score: Raw -6612588.734603 + Penalty 5291.178601 = -6607297.556002
  nChanged 2188
		SP:Iteration 3F (2546.380000 sec): 3 clusters
  Score: Raw -6613617.246153 + Penalty 5291.178601 = -6608326.067552
  nChanged 2637
		SP:Iteration 4F (2546.540000 sec): 3 clusters
  Score: Raw -6615217.619952 + Penalty 5291.178601 = -6609926.441352
  nChanged 3172
		SP:Iteration 5F (2546.700000 sec): 3 clusters
  Score: Raw -6617596.543686 + Penalty 5291.178601 = -6612305.365085
  nChanged 3340
		SP:Iteration 6F (2546.860000 sec): 3 clusters
  Score: Raw -6620378.695609 + Penalty 5291.178601 = -6615087.517009
  nChanged 2923
		SP:Iteration 7F (2547.020000 sec): 3 clusters
  Score: Raw -6622842.261760 + Penalty 5291.178601 = -6617551.083160
  nChanged 2189
		SP:Iteration 8F (2547.190000 sec): 3 clusters
  Score: Raw -6624563.951350 + Penalty 5291.178601 = -6619272.772750
  nChanged 1489
		SP:Iteration 9Q (2547.360000 sec): 3 clusters
  Score: Raw -6625643.517054 + Penalty 5291.178601 = -6620352.338453
  nChanged 950
		SP:Iteration 10Q (2547.510000 sec): 3 clusters
  Score: Raw -6626281.464802 + Penalty 5291.178601 = -6620990.286201
  nChanged 622
		SP:Iteration 11Q (2547.660000 sec): 3 clusters
  Score: Raw -6626721.282611 + Penalty 5291.178601 = -6621430.104010
  nChanged 443
		SP:Iteration 12Q (2547.800000 sec): 3 clusters
  Score: Raw -6627106.191095 + Penalty 5291.178601 = -6621815.012495
  nChanged 298
		SP:Iteration 13Q (2547.940000 sec): 3 clusters
  Score: Raw -6627424.849959 + Penalty 5291.178601 = -6622133.671358
  nChanged 213
		SP:Iteration 14Q (2548.060000 sec): 3 clusters
  Score: Raw -6627603.859764 + Penalty 5291.178601 = -6622312.681164
  nChanged 177
		SP:Iteration 15Q (2548.190000 sec): 3 clusters
  Score: Raw -6627704.338975 + Penalty 5291.178601 = -6622413.160374
  nChanged 137
		SP:Iteration 16Q (2548.310000 sec): 3 clusters
  Score: Raw -6627762.761272 + Penalty 5291.178601 = -6622471.582672
  nChanged 89
		SP:Iteration 17Q (2548.440000 sec): 3 clusters
  Score: Raw -6627800.750327 + Penalty 5291.178601 = -6622509.571726
  nChanged 84
		SP:Iteration 18Q (2548.560000 sec): 3 clusters
  Score: Raw -6627837.915075 + Penalty 5291.178601 = -6622546.736474
  nChanged 73
		SP:Iteration 19Q (2548.680000 sec): 3 clusters
  Score: Raw -6627869.394717 + Penalty 5291.178601 = -6622578.216116
  nChanged 73
		SP:Iteration 20F (2548.840000 sec): 3 clusters
  Score: Raw -6627905.162996 + Penalty 5291.178601 = -6622613.984395
  nChanged 66
		SP:Iteration 21Q (2548.960000 sec): 3 clusters
  Score: Raw -6627929.189901 + Penalty 5291.178601 = -6622638.011300
  nChanged 52
		SP:Iteration 22Q (2549.080000 sec): 3 clusters
  Score: Raw -6627944.687983 + Penalty 5291.178601 = -6622653.509382
  nChanged 42
		SP:Iteration 23Q (2549.190000 sec): 3 clusters
  Score: Raw -6627958.687205 + Penalty 5291.178601 = -6622667.508604
  nChanged 37
		SP:Iteration 24Q (2549.310000 sec): 3 clusters
  Score: Raw -6627970.856772 + Penalty 5291.178601 = -6622679.678172
  nChanged 38
		SP:Iteration 25Q (2549.430000 sec): 3 clusters
  Score: Raw -6627985.196282 + Penalty 5291.178601 = -6622694.017682
  nChanged 39
		SP:Iteration 26Q (2549.540000 sec): 3 clusters
  Score: Raw -6627997.936214 + Penalty 5291.178601 = -6622706.757613
  nChanged 36
		SP:Iteration 27Q (2549.660000 sec): 3 clusters
  Score: Raw -6628008.689562 + Penalty 5291.178601 = -6622717.510962
  nChanged 23
		SP:Iteration 28Q (2549.780000 sec): 3 clusters
  Score: Raw -6628014.907118 + Penalty 5291.178601 = -6622723.728518
  nChanged 22
		SP:Iteration 29Q (2549.890000 sec): 3 clusters
  Score: Raw -6628021.113320 + Penalty 5291.178601 = -6622729.934719
  nChanged 23
		SP:Iteration 30Q (2550.010000 sec): 3 clusters
  Score: Raw -6628027.150645 + Penalty 5291.178601 = -6622735.972044
  nChanged 19
		SP:Iteration 31Q (2550.120000 sec): 3 clusters
  Score: Raw -6628032.190596 + Penalty 5291.178601 = -6622741.011995
  nChanged 12
		SP:Iteration 32Q (2550.240000 sec): 3 clusters
  Score: Raw -6628034.579049 + Penalty 5291.178601 = -6622743.400449
  nChanged 8
		SP:Iteration 33Q (2550.360000 sec): 3 clusters
  Score: Raw -6628036.735825 + Penalty 5291.178601 = -6622745.557225
  nChanged 10
		SP:Iteration 34Q (2550.480000 sec): 3 clusters
  Score: Raw -6628039.011975 + Penalty 5291.178601 = -6622747.833375
  nChanged 9
		SP:Iteration 35Q (2550.600000 sec): 3 clusters
  Score: Raw -6628041.248165 + Penalty 5291.178601 = -6622750.069564
  nChanged 11
		SP:Iteration 36Q (2550.710000 sec): 3 clusters
  Score: Raw -6628043.621048 + Penalty 5291.178601 = -6622752.442447
  nChanged 12
		SP:Iteration 37Q (2550.830000 sec): 3 clusters
  Score: Raw -6628046.213621 + Penalty 5291.178601 = -6622755.035021
  nChanged 9
		SP:Iteration 38Q (2550.950000 sec): 3 clusters
  Score: Raw -6628048.396963 + Penalty 5291.178601 = -6622757.218362
  nChanged 7
		SP:Iteration 39Q (2551.060000 sec): 3 clusters
  Score: Raw -6628049.779584 + Penalty 5291.178601 = -6622758.600983
  nChanged 4
		SP:Iteration 40F (2551.220000 sec): 3 clusters
  Score: Raw -6628050.732138 + Penalty 5291.178601 = -6622759.553537
  nChanged 5
		SP:Iteration 41Q (2551.340000 sec): 3 clusters
  Score: Raw -6628051.648487 + Penalty 5291.178601 = -6622760.469886
  nChanged 5
		SP:Iteration 42Q (2551.460000 sec): 3 clusters
  Score: Raw -6628052.870241 + Penalty 5291.178601 = -6622761.691640
  nChanged 4
		SP:Iteration 43Q (2551.580000 sec): 3 clusters
  Score: Raw -6628053.499619 + Penalty 5291.178601 = -6622762.321019
  nChanged 1
		SP:Iteration 44Q (2551.700000 sec): 3 clusters
  Score: Raw -6628053.529338 + Penalty 5291.178601 = -6622762.350737
  nChanged 0
		SP:Iteration 45F (2551.860000 sec): 3 clusters
  Score: Raw -6628053.529338 + Penalty 5291.178601 = -6622762.350737
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2552.240000 sec): 2 clusters
  Score: Raw -17415139.139412 + Penalty 2899.371242 = -17412239.768170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2552.700000 sec): 3 clusters
  Score: Raw -17338076.553326 + Penalty 5798.742483 = -17332277.810843
  nChanged 56904
		SP:Iteration 1F (2553.150000 sec): 3 clusters
  Score: Raw -17371284.064880 + Penalty 5798.742483 = -17365485.322397
  nChanged 4344
		SP:Iteration 2Q (2553.600000 sec): 3 clusters
  Score: Raw -17372626.339857 + Penalty 5798.742483 = -17366827.597374
  nChanged 4847
		SP:Iteration 3Q (2554.070000 sec): 3 clusters
  Score: Raw -17374472.313142 + Penalty 5798.742483 = -17368673.570658
  nChanged 5516
		SP:Iteration 4Q (2554.530000 sec): 3 clusters
  Score: Raw -17377029.226917 + Penalty 5798.742483 = -17371230.484434
  nChanged 6192
		SP:Iteration 5F (2554.980000 sec): 3 clusters
  Score: Raw -17380363.241329 + Penalty 5798.742483 = -17374564.498845
  nChanged 6757
		SP:Iteration 6F (2555.430000 sec): 3 clusters
  Score: Raw -17384455.075314 + Penalty 5798.742483 = -17378656.332831
  nChanged 7108
		SP:Iteration 7F (2555.880000 sec): 3 clusters
  Score: Raw -17388880.211635 + Penalty 5798.742483 = -17383081.469151
  nChanged 6742
		SP:Iteration 8F (2556.330000 sec): 3 clusters
  Score: Raw -17392873.489705 + Penalty 5798.742483 = -17387074.747222
  nChanged 6096
		SP:Iteration 9F (2556.780000 sec): 3 clusters
  Score: Raw -17396313.769922 + Penalty 5798.742483 = -17390515.027439
  nChanged 5290
		SP:Iteration 10Q (2557.220000 sec): 3 clusters
  Score: Raw -17399082.807971 + Penalty 5798.742483 = -17393284.065488
  nChanged 4365
		SP:Iteration 11Q (2557.650000 sec): 3 clusters
  Score: Raw -17401264.051775 + Penalty 5798.742483 = -17395465.309291
  nChanged 3575
		SP:Iteration 12Q (2558.090000 sec): 3 clusters
  Score: Raw -17402967.819977 + Penalty 5798.742483 = -17397169.077493
  nChanged 2965
		SP:Iteration 13Q (2558.520000 sec): 3 clusters
  Score: Raw -17404505.149486 + Penalty 5798.742483 = -17398706.407003
  nChanged 2682
		SP:Iteration 14Q (2558.940000 sec): 3 clusters
  Score: Raw -17405932.696609 + Penalty 5798.742483 = -17400133.954126
  nChanged 2601
		SP:Iteration 15Q (2559.360000 sec): 3 clusters
  Score: Raw -17407272.048687 + Penalty 5798.742483 = -17401473.306204
  nChanged 2488
		SP:Iteration 16Q (2559.780000 sec): 3 clusters
  Score: Raw -17408358.568274 + Penalty 5798.742483 = -17402559.825791
  nChanged 2383
		SP:Iteration 17Q (2560.200000 sec): 3 clusters
  Score: Raw -17409354.103175 + Penalty 5798.742483 = -17403555.360692
  nChanged 2208
		SP:Iteration 18Q (2560.610000 sec): 3 clusters
  Score: Raw -17410248.673501 + Penalty 5798.742483 = -17404449.931017
  nChanged 2006
		SP:Iteration 19Q (2561.030000 sec): 3 clusters
  Score: Raw -17411038.086562 + Penalty 5798.742483 = -17405239.344078
  nChanged 1830
		SP:Iteration 20F (2561.470000 sec): 3 clusters
  Score: Raw -17411785.700392 + Penalty 5798.742483 = -17405986.957908
  nChanged 1760
		SP:Iteration 21Q (2561.890000 sec): 3 clusters
  Score: Raw -17412526.187226 + Penalty 5798.742483 = -17406727.444742
  nChanged 1707
		SP:Iteration 22Q (2562.300000 sec): 3 clusters
  Score: Raw -17413215.235184 + Penalty 5798.742483 = -17407416.492701
  nChanged 1583
		SP:Iteration 23Q (2562.720000 sec): 3 clusters
  Score: Raw -17413816.215913 + Penalty 5798.742483 = -17408017.473429
  nChanged 1532
		SP:Iteration 24Q (2563.140000 sec): 3 clusters
  Score: Raw -17414341.441511 + Penalty 5798.742483 = -17408542.699028
  nChanged 1433
		SP:Iteration 25Q (2563.590000 sec): 3 clusters
  Score: Raw -17414800.634970 + Penalty 5798.742483 = -17409001.892486
  nChanged 1349
		SP:Iteration 26Q (2564.020000 sec): 3 clusters
  Score: Raw -17415189.583498 + Penalty 5798.742483 = -17409390.841015
  nChanged 1259
		SP:Iteration 27Q (2564.450000 sec): 3 clusters
  Score: Raw -17415505.175156 + Penalty 5798.742483 = -17409706.432673
  nChanged 1101
		SP:Iteration 28Q (2564.890000 sec): 3 clusters
  Score: Raw -17415743.998271 + Penalty 5798.742483 = -17409945.255787
  nChanged 939
		SP:Iteration 29Q (2565.310000 sec): 3 clusters
  Score: Raw -17415909.943398 + Penalty 5798.742483 = -17410111.200915
  nChanged 769
		SP:Iteration 30Q (2565.740000 sec): 3 clusters
  Score: Raw -17416024.883642 + Penalty 5798.742483 = -17410226.141159
  nChanged 701
		SP:Iteration 31Q (2566.170000 sec): 3 clusters
  Score: Raw -17416119.560686 + Penalty 5798.742483 = -17410320.818203
  nChanged 646
		SP:Iteration 32Q (2566.590000 sec): 3 clusters
  Score: Raw -17416200.606340 + Penalty 5798.742483 = -17410401.863857
  nChanged 627
		SP:Iteration 33Q (2567.030000 sec): 3 clusters
  Score: Raw -17416273.944570 + Penalty 5798.742483 = -17410475.202087
  nChanged 558
		SP:Iteration 34Q (2567.470000 sec): 3 clusters
  Score: Raw -17416332.588514 + Penalty 5798.742483 = -17410533.846030
  nChanged 500
		SP:Iteration 35Q (2567.900000 sec): 3 clusters
  Score: Raw -17416380.789719 + Penalty 5798.742483 = -17410582.047235
  nChanged 470
		SP:Iteration 36Q (2568.340000 sec): 3 clusters
  Score: Raw -17416422.310796 + Penalty 5798.742483 = -17410623.568313
  nChanged 413
		SP:Iteration 37Q (2568.770000 sec): 3 clusters
  Score: Raw -17416454.635552 + Penalty 5798.742483 = -17410655.893068
  nChanged 352
		SP:Iteration 38Q (2569.210000 sec): 3 clusters
  Score: Raw -17416479.066632 + Penalty 5798.742483 = -17410680.324148
  nChanged 273
		SP:Iteration 39Q (2569.650000 sec): 3 clusters
  Score: Raw -17416496.276435 + Penalty 5798.742483 = -17410697.533952
  nChanged 260
		SP:Iteration 40F (2570.130000 sec): 3 clusters
  Score: Raw -17416516.968610 + Penalty 5798.742483 = -17410718.226126
  nChanged 228
		SP:Iteration 41Q (2570.590000 sec): 3 clusters
  Score: Raw -17416529.831365 + Penalty 5798.742483 = -17410731.088882
  nChanged 201
		SP:Iteration 42Q (2571.050000 sec): 3 clusters
  Score: Raw -17416539.657135 + Penalty 5798.742483 = -17410740.914651
  nChanged 176
		SP:Iteration 43Q (2571.510000 sec): 3 clusters
  Score: Raw -17416546.991896 + Penalty 5798.742483 = -17410748.249413
  nChanged 130
		SP:Iteration 44Q (2571.970000 sec): 3 clusters
  Score: Raw -17416551.503228 + Penalty 5798.742483 = -17410752.760745
  nChanged 110
		SP:Iteration 45Q (2572.420000 sec): 3 clusters
  Score: Raw -17416555.152758 + Penalty 5798.742483 = -17410756.410275
  nChanged 86
		SP:Iteration 46Q (2572.880000 sec): 3 clusters
  Score: Raw -17416557.675508 + Penalty 5798.742483 = -17410758.933025
  nChanged 88
		SP:Iteration 47Q (2573.330000 sec): 3 clusters
  Score: Raw -17416560.140679 + Penalty 5798.742483 = -17410761.398196
  nChanged 80
		SP:Iteration 48Q (2573.790000 sec): 3 clusters
  Score: Raw -17416562.639107 + Penalty 5798.742483 = -17410763.896623
  nChanged 67
		SP:Iteration 49Q (2574.250000 sec): 3 clusters
  Score: Raw -17416564.656587 + Penalty 5798.742483 = -17410765.914104
  nChanged 60
		SP:Iteration 50Q (2574.690000 sec): 3 clusters
  Score: Raw -17416566.156315 + Penalty 5798.742483 = -17410767.413832
  nChanged 50
		SP:Iteration 51Q (2575.140000 sec): 3 clusters
  Score: Raw -17416567.242991 + Penalty 5798.742483 = -17410768.500507
  nChanged 47
		SP:Iteration 52Q (2575.580000 sec): 3 clusters
  Score: Raw -17416568.182856 + Penalty 5798.742483 = -17410769.440372
  nChanged 42
		SP:Iteration 53Q (2576.010000 sec): 3 clusters
  Score: Raw -17416568.990369 + Penalty 5798.742483 = -17410770.247885
  nChanged 45
		SP:Iteration 54Q (2576.450000 sec): 3 clusters
  Score: Raw -17416569.852148 + Penalty 5798.742483 = -17410771.109665
  nChanged 32
		SP:Iteration 55Q (2576.890000 sec): 3 clusters
  Score: Raw -17416570.404405 + Penalty 5798.742483 = -17410771.661921
  nChanged 23
		SP:Iteration 56Q (2577.330000 sec): 3 clusters
  Score: Raw -17416570.745845 + Penalty 5798.742483 = -17410772.003361
  nChanged 19
		SP:Iteration 57Q (2577.770000 sec): 3 clusters
  Score: Raw -17416570.977122 + Penalty 5798.742483 = -17410772.234639
  nChanged 10
		SP:Iteration 58Q (2578.220000 sec): 3 clusters
  Score: Raw -17416571.119291 + Penalty 5798.742483 = -17410772.376808
  nChanged 6
		SP:Iteration 59Q (2578.660000 sec): 3 clusters
  Score: Raw -17416571.246085 + Penalty 5798.742483 = -17410772.503602
  nChanged 8
		SP:Iteration 60F (2579.130000 sec): 3 clusters
  Score: Raw -17416571.398399 + Penalty 5798.742483 = -17410772.655916
  nChanged 9
		SP:Iteration 61Q (2579.570000 sec): 3 clusters
  Score: Raw -17416571.500629 + Penalty 5798.742483 = -17410772.758146
  nChanged 9
		SP:Iteration 62Q (2580.010000 sec): 3 clusters
  Score: Raw -17416571.594010 + Penalty 5798.742483 = -17410772.851527
  nChanged 7
		SP:Iteration 63Q (2580.450000 sec): 3 clusters
  Score: Raw -17416571.742018 + Penalty 5798.742483 = -17410772.999534
  nChanged 8
		SP:Iteration 64Q (2580.890000 sec): 3 clusters
  Score: Raw -17416571.860155 + Penalty 5798.742483 = -17410773.117672
  nChanged 6
		SP:Iteration 65Q (2581.330000 sec): 3 clusters
  Score: Raw -17416571.915282 + Penalty 5798.742483 = -17410773.172799
  nChanged 4
		SP:Iteration 66Q (2581.780000 sec): 3 clusters
  Score: Raw -17416571.955211 + Penalty 5798.742483 = -17410773.212728
  nChanged 5
		SP:Iteration 67Q (2582.220000 sec): 3 clusters
  Score: Raw -17416572.022831 + Penalty 5798.742483 = -17410773.280348
  nChanged 3
		SP:Iteration 68Q (2582.670000 sec): 3 clusters
  Score: Raw -17416572.039362 + Penalty 5798.742483 = -17410773.296878
  nChanged 1
		SP:Iteration 69Q (2583.100000 sec): 3 clusters
  Score: Raw -17416572.053074 + Penalty 5798.742483 = -17410773.310591
  nChanged 0
		SP:Iteration 70F (2583.570000 sec): 3 clusters
  Score: Raw -17416572.053074 + Penalty 5798.742483 = -17410773.310591
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11678 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2583.650000 sec): 2 clusters
  Score: Raw -1781473.905521 + Penalty 2322.634578 = -1779151.270943
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2583.700000 sec): 3 clusters
  Score: Raw -1775037.519122 + Penalty 4645.269156 = -1770392.249965
  nChanged 4849
		SP:Iteration 1F (2583.750000 sec): 3 clusters
  Score: Raw -1777627.392617 + Penalty 4645.269156 = -1772982.123460
  nChanged 672
		SP:Iteration 2F (2583.790000 sec): 3 clusters
  Score: Raw -1777903.166062 + Penalty 4645.269156 = -1773257.896906
  nChanged 547
		SP:Iteration 3Q (2583.840000 sec): 3 clusters
  Score: Raw -1778116.988361 + Penalty 4645.269156 = -1773471.719205
  nChanged 426
		SP:Iteration 4Q (2583.890000 sec): 3 clusters
  Score: Raw -1778282.932755 + Penalty 4645.269156 = -1773637.663599
  nChanged 372
		SP:Iteration 5Q (2583.940000 sec): 3 clusters
  Score: Raw -1778424.277025 + Penalty 4645.269156 = -1773779.007869
  nChanged 334
		SP:Iteration 6Q (2583.990000 sec): 3 clusters
  Score: Raw -1778540.236583 + Penalty 4645.269156 = -1773894.967426
  nChanged 296
		SP:Iteration 7Q (2584.030000 sec): 3 clusters
  Score: Raw -1778638.128887 + Penalty 4645.269156 = -1773992.859730
  nChanged 279
		SP:Iteration 8Q (2584.080000 sec): 3 clusters
  Score: Raw -1778731.494006 + Penalty 4645.269156 = -1774086.224850
  nChanged 263
		SP:Iteration 9Q (2584.130000 sec): 3 clusters
  Score: Raw -1778809.216759 + Penalty 4645.269156 = -1774163.947603
  nChanged 224
		SP:Iteration 10Q (2584.170000 sec): 3 clusters
  Score: Raw -1778876.289003 + Penalty 4645.269156 = -1774231.019847
  nChanged 214
		SP:Iteration 11Q (2584.220000 sec): 3 clusters
  Score: Raw -1778935.828280 + Penalty 4645.269156 = -1774290.559124
  nChanged 213
		SP:Iteration 12Q (2584.270000 sec): 3 clusters
  Score: Raw -1779000.266748 + Penalty 4645.269156 = -1774354.997591
  nChanged 184
		SP:Iteration 13Q (2584.320000 sec): 3 clusters
  Score: Raw -1779062.455601 + Penalty 4645.269156 = -1774417.186445
  nChanged 193
		SP:Iteration 14Q (2584.370000 sec): 3 clusters
  Score: Raw -1779121.110861 + Penalty 4645.269156 = -1774475.841705
  nChanged 190
		SP:Iteration 15Q (2584.420000 sec): 3 clusters
  Score: Raw -1779183.820157 + Penalty 4645.269156 = -1774538.551001
  nChanged 187
		SP:Iteration 16Q (2584.460000 sec): 3 clusters
  Score: Raw -1779243.659202 + Penalty 4645.269156 = -1774598.390046
  nChanged 194
		SP:Iteration 17Q (2584.510000 sec): 3 clusters
  Score: Raw -1779299.987032 + Penalty 4645.269156 = -1774654.717875
  nChanged 177
		SP:Iteration 18Q (2584.560000 sec): 3 clusters
  Score: Raw -1779351.173182 + Penalty 4645.269156 = -1774705.904025
  nChanged 170
		SP:Iteration 19Q (2584.600000 sec): 3 clusters
  Score: Raw -1779396.555735 + Penalty 4645.269156 = -1774751.286579
  nChanged 154
		SP:Iteration 20F (2584.650000 sec): 3 clusters
  Score: Raw -1779439.739005 + Penalty 4645.269156 = -1774794.469849
  nChanged 171
		SP:Iteration 21Q (2584.700000 sec): 3 clusters
  Score: Raw -1779488.263458 + Penalty 4645.269156 = -1774842.994301
  nChanged 178
		SP:Iteration 22Q (2584.750000 sec): 3 clusters
  Score: Raw -1779544.037702 + Penalty 4645.269156 = -1774898.768546
  nChanged 185
		SP:Iteration 23Q (2584.800000 sec): 3 clusters
  Score: Raw -1779603.218126 + Penalty 4645.269156 = -1774957.948969
  nChanged 175
		SP:Iteration 24Q (2584.850000 sec): 3 clusters
  Score: Raw -1779656.772029 + Penalty 4645.269156 = -1775011.502873
  nChanged 182
		SP:Iteration 25Q (2584.900000 sec): 3 clusters
  Score: Raw -1779716.925788 + Penalty 4645.269156 = -1775071.656632
  nChanged 179
		SP:Iteration 26Q (2584.940000 sec): 3 clusters
  Score: Raw -1779778.062711 + Penalty 4645.269156 = -1775132.793555
  nChanged 196
		SP:Iteration 27Q (2584.990000 sec): 3 clusters
  Score: Raw -1779848.760501 + Penalty 4645.269156 = -1775203.491345
  nChanged 214
		SP:Iteration 28Q (2585.040000 sec): 3 clusters
  Score: Raw -1779923.438633 + Penalty 4645.269156 = -1775278.169477
  nChanged 209
		SP:Iteration 29Q (2585.080000 sec): 3 clusters
  Score: Raw -1780003.570296 + Penalty 4645.269156 = -1775358.301140
  nChanged 218
		SP:Iteration 30Q (2585.130000 sec): 3 clusters
  Score: Raw -1780092.949074 + Penalty 4645.269156 = -1775447.679918
  nChanged 230
		SP:Iteration 31Q (2585.180000 sec): 3 clusters
  Score: Raw -1780185.520384 + Penalty 4645.269156 = -1775540.251227
  nChanged 242
		SP:Iteration 32Q (2585.220000 sec): 3 clusters
  Score: Raw -1780284.786316 + Penalty 4645.269156 = -1775639.517160
  nChanged 228
		SP:Iteration 33Q (2585.270000 sec): 3 clusters
  Score: Raw -1780386.088089 + Penalty 4645.269156 = -1775740.818933
  nChanged 250
		SP:Iteration 34Q (2585.310000 sec): 3 clusters
  Score: Raw -1780506.282598 + Penalty 4645.269156 = -1775861.013442
  nChanged 230
		SP:Iteration 35Q (2585.360000 sec): 3 clusters
  Score: Raw -1780614.626770 + Penalty 4645.269156 = -1775969.357613
  nChanged 195
		SP:Iteration 36Q (2585.400000 sec): 3 clusters
  Score: Raw -1780709.106674 + Penalty 4645.269156 = -1776063.837518
  nChanged 195
		SP:Iteration 37Q (2585.440000 sec): 3 clusters
  Score: Raw -1780809.892176 + Penalty 4645.269156 = -1776164.623020
  nChanged 202
		SP:Iteration 38Q (2585.490000 sec): 3 clusters
  Score: Raw -1780915.849075 + Penalty 4645.269156 = -1776270.579918
  nChanged 185
		SP:Iteration 39Q (2585.530000 sec): 3 clusters
  Score: Raw -1781012.295535 + Penalty 4645.269156 = -1776367.026378
  nChanged 175
		SP:Iteration 40F (2585.580000 sec): 3 clusters
  Score: Raw -1781104.684136 + Penalty 4645.269156 = -1776459.414980
  nChanged 160
		SP:Iteration 41Q (2585.620000 sec): 3 clusters
  Score: Raw -1781193.020329 + Penalty 4645.269156 = -1776547.751173
  nChanged 139
		SP:Iteration 42Q (2585.660000 sec): 3 clusters
  Score: Raw -1781274.927095 + Penalty 4645.269156 = -1776629.657938
  nChanged 122
		SP:Iteration 43Q (2585.700000 sec): 3 clusters
  Score: Raw -1781344.496866 + Penalty 4645.269156 = -1776699.227710
  nChanged 119
		SP:Iteration 44Q (2585.740000 sec): 3 clusters
  Score: Raw -1781411.962524 + Penalty 4645.269156 = -1776766.693368
  nChanged 93
		SP:Iteration 45Q (2585.770000 sec): 3 clusters
  Score: Raw -1781459.669280 + Penalty 4645.269156 = -1776814.400124
  nChanged 73
		SP:Iteration 46Q (2585.810000 sec): 3 clusters
  Score: Raw -1781501.969555 + Penalty 4645.269156 = -1776856.700399
  nChanged 52
		SP:Iteration 47Q (2585.850000 sec): 3 clusters
  Score: Raw -1781528.128938 + Penalty 4645.269156 = -1776882.859781
  nChanged 43
		SP:Iteration 48Q (2585.890000 sec): 3 clusters
  Score: Raw -1781549.467551 + Penalty 4645.269156 = -1776904.198395
  nChanged 47
		SP:Iteration 49Q (2585.920000 sec): 3 clusters
  Score: Raw -1781580.865960 + Penalty 4645.269156 = -1776935.596803
  nChanged 43
		SP:Iteration 50Q (2585.960000 sec): 3 clusters
  Score: Raw -1781608.331466 + Penalty 4645.269156 = -1776963.062309
  nChanged 39
		SP:Iteration 51Q (2586.000000 sec): 3 clusters
  Score: Raw -1781634.295420 + Penalty 4645.269156 = -1776989.026263
  nChanged 31
		SP:Iteration 52Q (2586.040000 sec): 3 clusters
  Score: Raw -1781651.498544 + Penalty 4645.269156 = -1777006.229387
  nChanged 25
		SP:Iteration 53Q (2586.070000 sec): 3 clusters
  Score: Raw -1781665.480699 + Penalty 4645.269156 = -1777020.211543
  nChanged 19
		SP:Iteration 54Q (2586.110000 sec): 3 clusters
  Score: Raw -1781677.824319 + Penalty 4645.269156 = -1777032.555162
  nChanged 17
		SP:Iteration 55Q (2586.140000 sec): 3 clusters
  Score: Raw -1781688.067395 + Penalty 4645.269156 = -1777042.798239
  nChanged 13
		SP:Iteration 56Q (2586.180000 sec): 3 clusters
  Score: Raw -1781698.660094 + Penalty 4645.269156 = -1777053.390938
  nChanged 20
		SP:Iteration 57Q (2586.220000 sec): 3 clusters
  Score: Raw -1781711.216285 + Penalty 4645.269156 = -1777065.947128
  nChanged 19
		SP:Iteration 58Q (2586.250000 sec): 3 clusters
  Score: Raw -1781723.067590 + Penalty 4645.269156 = -1777077.798434
  nChanged 13
		SP:Iteration 59Q (2586.290000 sec): 3 clusters
  Score: Raw -1781731.281036 + Penalty 4645.269156 = -1777086.011880
  nChanged 6
		SP:Iteration 60F (2586.340000 sec): 3 clusters
  Score: Raw -1781733.081372 + Penalty 4645.269156 = -1777087.812216
  nChanged 2
		SP:Iteration 61Q (2586.370000 sec): 3 clusters
  Score: Raw -1781734.328274 + Penalty 4645.269156 = -1777089.059118
  nChanged 2
		SP:Iteration 62Q (2586.410000 sec): 3 clusters
  Score: Raw -1781735.505161 + Penalty 4645.269156 = -1777090.236004
  nChanged 2
		SP:Iteration 63Q (2586.440000 sec): 3 clusters
  Score: Raw -1781736.286358 + Penalty 4645.269156 = -1777091.017202
  nChanged 1
		SP:Iteration 64Q (2586.480000 sec): 3 clusters
  Score: Raw -1781736.571784 + Penalty 4645.269156 = -1777091.302628
  nChanged 0
		SP:Iteration 65F (2586.530000 sec): 3 clusters
  Score: Raw -1781736.571784 + Penalty 4645.269156 = -1777091.302628
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (3734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2586.540000 sec): 2 clusters
  Score: Raw -534219.205866 + Penalty 2039.858360 = -532179.347506
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2586.560000 sec): 3 clusters
  Score: Raw -532528.908765 + Penalty 4079.716721 = -528449.192045
  nChanged 1357
		SP:Iteration 1F (2586.580000 sec): 3 clusters
  Score: Raw -533325.425661 + Penalty 4079.716721 = -529245.708941
  nChanged 265
		SP:Iteration 2F (2586.590000 sec): 3 clusters
  Score: Raw -533499.489188 + Penalty 4079.716721 = -529419.772468
  nChanged 186
		SP:Iteration 3Q (2586.600000 sec): 3 clusters
  Score: Raw -533622.257647 + Penalty 4079.716721 = -529542.540926
  nChanged 130
		SP:Iteration 4Q (2586.620000 sec): 3 clusters
  Score: Raw -533699.428897 + Penalty 4079.716721 = -529619.712177
  nChanged 111
		SP:Iteration 5Q (2586.640000 sec): 3 clusters
  Score: Raw -533761.527350 + Penalty 4079.716721 = -529681.810629
  nChanged 91
		SP:Iteration 6Q (2586.650000 sec): 3 clusters
  Score: Raw -533818.772859 + Penalty 4079.716721 = -529739.056138
  nChanged 92
		SP:Iteration 7Q (2586.660000 sec): 3 clusters
  Score: Raw -533863.693825 + Penalty 4079.716721 = -529783.977105
  nChanged 83
		SP:Iteration 8Q (2586.680000 sec): 3 clusters
  Score: Raw -533908.791690 + Penalty 4079.716721 = -529829.074969
  nChanged 66
		SP:Iteration 9Q (2586.690000 sec): 3 clusters
  Score: Raw -533948.360699 + Penalty 4079.716721 = -529868.643978
  nChanged 63
		SP:Iteration 10Q (2586.710000 sec): 3 clusters
  Score: Raw -533987.591987 + Penalty 4079.716721 = -529907.875266
  nChanged 59
		SP:Iteration 11Q (2586.720000 sec): 3 clusters
  Score: Raw -534018.666221 + Penalty 4079.716721 = -529938.949500
  nChanged 59
		SP:Iteration 12Q (2586.740000 sec): 3 clusters
  Score: Raw -534048.880119 + Penalty 4079.716721 = -529969.163398
  nChanged 58
		SP:Iteration 13Q (2586.750000 sec): 3 clusters
  Score: Raw -534078.766707 + Penalty 4079.716721 = -529999.049987
  nChanged 53
		SP:Iteration 14Q (2586.770000 sec): 3 clusters
  Score: Raw -534107.463079 + Penalty 4079.716721 = -530027.746358
  nChanged 42
		SP:Iteration 15Q (2586.780000 sec): 3 clusters
  Score: Raw -534129.393365 + Penalty 4079.716721 = -530049.676644
  nChanged 39
		SP:Iteration 16Q (2586.800000 sec): 3 clusters
  Score: Raw -534147.328274 + Penalty 4079.716721 = -530067.611553
  nChanged 33
		SP:Iteration 17Q (2586.810000 sec): 3 clusters
  Score: Raw -534162.125428 + Penalty 4079.716721 = -530082.408707
  nChanged 29
		SP:Iteration 18Q (2586.830000 sec): 3 clusters
  Score: Raw -534177.173090 + Penalty 4079.716721 = -530097.456369
  nChanged 31
		SP:Iteration 19Q (2586.840000 sec): 3 clusters
  Score: Raw -534194.280297 + Penalty 4079.716721 = -530114.563576
  nChanged 33
		SP:Iteration 20F (2586.860000 sec): 3 clusters
  Score: Raw -534212.056553 + Penalty 4079.716721 = -530132.339832
  nChanged 31
		SP:Iteration 21Q (2586.870000 sec): 3 clusters
  Score: Raw -534228.954848 + Penalty 4079.716721 = -530149.238127
  nChanged 32
		SP:Iteration 22Q (2586.880000 sec): 3 clusters
  Score: Raw -534246.179300 + Penalty 4079.716721 = -530166.462579
  nChanged 27
		SP:Iteration 23Q (2586.900000 sec): 3 clusters
  Score: Raw -534259.368418 + Penalty 4079.716721 = -530179.651697
  nChanged 23
		SP:Iteration 24Q (2586.920000 sec): 3 clusters
  Score: Raw -534270.288234 + Penalty 4079.716721 = -530190.571514
  nChanged 29
		SP:Iteration 25Q (2586.930000 sec): 3 clusters
  Score: Raw -534282.972130 + Penalty 4079.716721 = -530203.255409
  nChanged 15
		SP:Iteration 26Q (2586.940000 sec): 3 clusters
  Score: Raw -534287.987800 + Penalty 4079.716721 = -530208.271080
  nChanged 10
		SP:Iteration 27Q (2586.960000 sec): 3 clusters
  Score: Raw -534291.773468 + Penalty 4079.716721 = -530212.056748
  nChanged 6
		SP:Iteration 28Q (2586.970000 sec): 3 clusters
  Score: Raw -534294.129895 + Penalty 4079.716721 = -530214.413174
  nChanged 6
		SP:Iteration 29Q (2586.990000 sec): 3 clusters
  Score: Raw -534297.174675 + Penalty 4079.716721 = -530217.457954
  nChanged 7
		SP:Iteration 30Q (2587.000000 sec): 3 clusters
  Score: Raw -534299.970759 + Penalty 4079.716721 = -530220.254039
  nChanged 1
		SP:Iteration 31Q (2587.020000 sec): 3 clusters
  Score: Raw -534300.417937 + Penalty 4079.716721 = -530220.701217
  nChanged 2
		SP:Iteration 32Q (2587.030000 sec): 3 clusters
  Score: Raw -534302.694058 + Penalty 4079.716721 = -530222.977337
  nChanged 5
		SP:Iteration 33Q (2587.040000 sec): 3 clusters
  Score: Raw -534304.489011 + Penalty 4079.716721 = -530224.772291
  nChanged 4
		SP:Iteration 34Q (2587.060000 sec): 3 clusters
  Score: Raw -534306.025158 + Penalty 4079.716721 = -530226.308437
  nChanged 3
		SP:Iteration 35Q (2587.070000 sec): 3 clusters
  Score: Raw -534307.294606 + Penalty 4079.716721 = -530227.577885
  nChanged 3
		SP:Iteration 36Q (2587.090000 sec): 3 clusters
  Score: Raw -534309.117890 + Penalty 4079.716721 = -530229.401170
  nChanged 2
		SP:Iteration 37Q (2587.100000 sec): 3 clusters
  Score: Raw -534310.321192 + Penalty 4079.716721 = -530230.604471
  nChanged 3
		SP:Iteration 38Q (2587.120000 sec): 3 clusters
  Score: Raw -534311.159284 + Penalty 4079.716721 = -530231.442563
  nChanged 3
		SP:Iteration 39Q (2587.130000 sec): 3 clusters
  Score: Raw -534312.704750 + Penalty 4079.716721 = -530232.988029
  nChanged 6
		SP:Iteration 40F (2587.140000 sec): 3 clusters
  Score: Raw -534315.215147 + Penalty 4079.716721 = -530235.498427
  nChanged 8
		SP:Iteration 41Q (2587.160000 sec): 3 clusters
  Score: Raw -534317.924624 + Penalty 4079.716721 = -530238.207903
  nChanged 7
		SP:Iteration 42Q (2587.170000 sec): 3 clusters
  Score: Raw -534320.483637 + Penalty 4079.716721 = -530240.766916
  nChanged 5
		SP:Iteration 43Q (2587.190000 sec): 3 clusters
  Score: Raw -534322.828859 + Penalty 4079.716721 = -530243.112138
  nChanged 9
		SP:Iteration 44Q (2587.200000 sec): 3 clusters
  Score: Raw -534326.233686 + Penalty 4079.716721 = -530246.516965
  nChanged 6
		SP:Iteration 45Q (2587.220000 sec): 3 clusters
  Score: Raw -534328.386339 + Penalty 4079.716721 = -530248.669618
  nChanged 7
		SP:Iteration 46Q (2587.230000 sec): 3 clusters
  Score: Raw -534332.418542 + Penalty 4079.716721 = -530252.701821
  nChanged 8
		SP:Iteration 47Q (2587.240000 sec): 3 clusters
  Score: Raw -534337.871391 + Penalty 4079.716721 = -530258.154671
  nChanged 6
		SP:Iteration 48Q (2587.260000 sec): 3 clusters
  Score: Raw -534341.318139 + Penalty 4079.716721 = -530261.601418
  nChanged 6
		SP:Iteration 49Q (2587.280000 sec): 3 clusters
  Score: Raw -534343.525131 + Penalty 4079.716721 = -530263.808410
  nChanged 5
		SP:Iteration 50Q (2587.290000 sec): 3 clusters
  Score: Raw -534347.409129 + Penalty 4079.716721 = -530267.692408
  nChanged 9
		SP:Iteration 51Q (2587.300000 sec): 3 clusters
  Score: Raw -534353.886708 + Penalty 4079.716721 = -530274.169987
  nChanged 12
		SP:Iteration 52Q (2587.320000 sec): 3 clusters
  Score: Raw -534359.863642 + Penalty 4079.716721 = -530280.146921
  nChanged 8
		SP:Iteration 53Q (2587.330000 sec): 3 clusters
  Score: Raw -534363.224023 + Penalty 4079.716721 = -530283.507302
  nChanged 4
		SP:Iteration 54Q (2587.340000 sec): 3 clusters
  Score: Raw -534365.378125 + Penalty 4079.716721 = -530285.661405
  nChanged 10
		SP:Iteration 55Q (2587.360000 sec): 3 clusters
  Score: Raw -534370.316211 + Penalty 4079.716721 = -530290.599490
  nChanged 8
		SP:Iteration 56Q (2587.380000 sec): 3 clusters
  Score: Raw -534375.942753 + Penalty 4079.716721 = -530296.226032
  nChanged 12
		SP:Iteration 57Q (2587.390000 sec): 3 clusters
  Score: Raw -534381.787161 + Penalty 4079.716721 = -530302.070441
  nChanged 4
		SP:Iteration 58Q (2587.400000 sec): 3 clusters
  Score: Raw -534383.775436 + Penalty 4079.716721 = -530304.058715
  nChanged 9
		SP:Iteration 59Q (2587.420000 sec): 3 clusters
  Score: Raw -534387.978294 + Penalty 4079.716721 = -530308.261574
  nChanged 10
		SP:Iteration 60F (2587.430000 sec): 3 clusters
  Score: Raw -534392.708510 + Penalty 4079.716721 = -530312.991789
  nChanged 7
		SP:Iteration 61Q (2587.440000 sec): 3 clusters
  Score: Raw -534396.150497 + Penalty 4079.716721 = -530316.433776
  nChanged 3
		SP:Iteration 62Q (2587.460000 sec): 3 clusters
  Score: Raw -534397.297123 + Penalty 4079.716721 = -530317.580402
  nChanged 3
		SP:Iteration 63Q (2587.480000 sec): 3 clusters
  Score: Raw -534399.100153 + Penalty 4079.716721 = -530319.383432
  nChanged 3
		SP:Iteration 64Q (2587.490000 sec): 3 clusters
  Score: Raw -534400.447326 + Penalty 4079.716721 = -530320.730605
  nChanged 3
		SP:Iteration 65Q (2587.500000 sec): 3 clusters
  Score: Raw -534401.614353 + Penalty 4079.716721 = -530321.897632
  nChanged 4
		SP:Iteration 66Q (2587.520000 sec): 3 clusters
  Score: Raw -534403.497276 + Penalty 4079.716721 = -530323.780556
  nChanged 6
		SP:Iteration 67Q (2587.530000 sec): 3 clusters
  Score: Raw -534405.807426 + Penalty 4079.716721 = -530326.090705
  nChanged 2
		SP:Iteration 68Q (2587.540000 sec): 3 clusters
  Score: Raw -534406.556619 + Penalty 4079.716721 = -530326.839898
  nChanged 4
		SP:Iteration 69Q (2587.560000 sec): 3 clusters
  Score: Raw -534408.254757 + Penalty 4079.716721 = -530328.538036
  nChanged 6
		SP:Iteration 70Q (2587.570000 sec): 3 clusters
  Score: Raw -534412.730879 + Penalty 4079.716721 = -530333.014159
  nChanged 9
		SP:Iteration 71Q (2587.590000 sec): 3 clusters
  Score: Raw -534419.390871 + Penalty 4079.716721 = -530339.674150
  nChanged 12
		SP:Iteration 72Q (2587.600000 sec): 3 clusters
  Score: Raw -534426.615784 + Penalty 4079.716721 = -530346.899063
  nChanged 7
		SP:Iteration 73Q (2587.620000 sec): 3 clusters
  Score: Raw -534431.071128 + Penalty 4079.716721 = -530351.354408
  nChanged 6
		SP:Iteration 74Q (2587.630000 sec): 3 clusters
  Score: Raw -534434.036000 + Penalty 4079.716721 = -530354.319279
  nChanged 5
		SP:Iteration 75Q (2587.640000 sec): 3 clusters
  Score: Raw -534436.243625 + Penalty 4079.716721 = -530356.526905
  nChanged 2
		SP:Iteration 76Q (2587.660000 sec): 3 clusters
  Score: Raw -534437.639453 + Penalty 4079.716721 = -530357.922732
  nChanged 1
		SP:Iteration 77Q (2587.670000 sec): 3 clusters
  Score: Raw -534437.825513 + Penalty 4079.716721 = -530358.108792
  nChanged 1
		SP:Iteration 78Q (2587.680000 sec): 3 clusters
  Score: Raw -534438.416040 + Penalty 4079.716721 = -530358.699319
  nChanged 2
		SP:Iteration 79Q (2587.700000 sec): 3 clusters
  Score: Raw -534438.940645 + Penalty 4079.716721 = -530359.223924
  nChanged 1
		SP:Iteration 80F (2587.720000 sec): 3 clusters
  Score: Raw -534439.733477 + Penalty 4079.716721 = -530360.016756
  nChanged 1
		SP:Iteration 81Q (2587.730000 sec): 3 clusters
  Score: Raw -534440.202010 + Penalty 4079.716721 = -530360.485289
  nChanged 0
		SP:Iteration 82F (2587.740000 sec): 3 clusters
  Score: Raw -534440.202010 + Penalty 4079.716721 = -530360.485289
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2587.750000 sec): 2 clusters
  Score: Raw -27600.991144 + Penalty 1356.078915 = -26244.912229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2587.750000 sec): 3 clusters
  Score: Raw -27824.338355 + Penalty 2712.157830 = -25112.180525
  nChanged 27
		SP:Iteration 1F (2587.750000 sec): 3 clusters
  Score: Raw -27943.352975 + Penalty 2712.157830 = -25231.195145
  nChanged 6
		SP:Iteration 2Q (2587.750000 sec): 3 clusters
  Score: Raw -27967.105198 + Penalty 2712.157830 = -25254.947368
  nChanged 1
		SP:Iteration 3Q (2587.750000 sec): 3 clusters
  Score: Raw -27975.281818 + Penalty 2712.157830 = -25263.123988
  nChanged 1
		SP:Iteration 4Q (2587.750000 sec): 3 clusters
  Score: Raw -27980.984490 + Penalty 2712.157830 = -25268.826660
  nChanged 0
		SP:Iteration 5F (2587.750000 sec): 3 clusters
  Score: Raw -27980.984490 + Penalty 2712.157830 = -25268.826660
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (30947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2587.860000 sec): 2 clusters
  Score: Raw -4517668.183898 + Penalty 2564.327773 = -4515103.856125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2587.990000 sec): 3 clusters
  Score: Raw -4499006.939135 + Penalty 5128.655546 = -4493878.283588
  nChanged 13954
		SP:Iteration 1F (2588.120000 sec): 3 clusters
  Score: Raw -4506689.952445 + Penalty 5128.655546 = -4501561.296899
  nChanged 1398
		SP:Iteration 2Q (2588.240000 sec): 3 clusters
  Score: Raw -4507124.351432 + Penalty 5128.655546 = -4501995.695886
  nChanged 1263
		SP:Iteration 3Q (2588.380000 sec): 3 clusters
  Score: Raw -4507530.036857 + Penalty 5128.655546 = -4502401.381310
  nChanged 1194
		SP:Iteration 4Q (2588.500000 sec): 3 clusters
  Score: Raw -4507955.729463 + Penalty 5128.655546 = -4502827.073917
  nChanged 1331
		SP:Iteration 5Q (2588.630000 sec): 3 clusters
  Score: Raw -4508518.502269 + Penalty 5128.655546 = -4503389.846723
  nChanged 1544
		SP:Iteration 6Q (2588.760000 sec): 3 clusters
  Score: Raw -4509303.948625 + Penalty 5128.655546 = -4504175.293079
  nChanged 1721
		SP:Iteration 7F (2588.880000 sec): 3 clusters
  Score: Raw -4510349.480695 + Penalty 5128.655546 = -4505220.825149
  nChanged 1946
		SP:Iteration 8F (2589.010000 sec): 3 clusters
  Score: Raw -4511684.214922 + Penalty 5128.655546 = -4506555.559376
  nChanged 2066
		SP:Iteration 9F (2589.130000 sec): 3 clusters
  Score: Raw -4513203.378447 + Penalty 5128.655546 = -4508074.722901
  nChanged 1890
		SP:Iteration 10F (2589.260000 sec): 3 clusters
  Score: Raw -4514532.779068 + Penalty 5128.655546 = -4509404.123522
  nChanged 1509
		SP:Iteration 11Q (2589.380000 sec): 3 clusters
  Score: Raw -4515537.083426 + Penalty 5128.655546 = -4510408.427880
  nChanged 1079
		SP:Iteration 12Q (2589.510000 sec): 3 clusters
  Score: Raw -4516339.528858 + Penalty 5128.655546 = -4511210.873312
  nChanged 839
		SP:Iteration 13Q (2589.630000 sec): 3 clusters
  Score: Raw -4517160.903842 + Penalty 5128.655546 = -4512032.248296
  nChanged 577
		SP:Iteration 14Q (2589.740000 sec): 3 clusters
  Score: Raw -4517942.503849 + Penalty 5128.655546 = -4512813.848303
  nChanged 379
		SP:Iteration 15Q (2589.860000 sec): 3 clusters
  Score: Raw -4518321.535291 + Penalty 5128.655546 = -4513192.879744
  nChanged 272
		SP:Iteration 16Q (2589.960000 sec): 3 clusters
  Score: Raw -4518493.501434 + Penalty 5128.655546 = -4513364.845888
  nChanged 178
		SP:Iteration 17Q (2590.060000 sec): 3 clusters
  Score: Raw -4518575.365912 + Penalty 5128.655546 = -4513446.710366
  nChanged 147
		SP:Iteration 18Q (2590.160000 sec): 3 clusters
  Score: Raw -4518626.596957 + Penalty 5128.655546 = -4513497.941411
  nChanged 121
		SP:Iteration 19Q (2590.260000 sec): 3 clusters
  Score: Raw -4518667.090529 + Penalty 5128.655546 = -4513538.434983
  nChanged 91
		SP:Iteration 20F (2590.380000 sec): 3 clusters
  Score: Raw -4518691.960242 + Penalty 5128.655546 = -4513563.304696
  nChanged 71
		SP:Iteration 21Q (2590.480000 sec): 3 clusters
  Score: Raw -4518711.257325 + Penalty 5128.655546 = -4513582.601779
  nChanged 60
		SP:Iteration 22Q (2590.580000 sec): 3 clusters
  Score: Raw -4518725.419849 + Penalty 5128.655546 = -4513596.764303
  nChanged 44
		SP:Iteration 23Q (2590.680000 sec): 3 clusters
  Score: Raw -4518735.583917 + Penalty 5128.655546 = -4513606.928371
  nChanged 33
		SP:Iteration 24Q (2590.770000 sec): 3 clusters
  Score: Raw -4518743.644739 + Penalty 5128.655546 = -4513614.989193
  nChanged 40
		SP:Iteration 25Q (2590.870000 sec): 3 clusters
  Score: Raw -4518752.779881 + Penalty 5128.655546 = -4513624.124335
  nChanged 31
		SP:Iteration 26Q (2590.970000 sec): 3 clusters
  Score: Raw -4518758.915120 + Penalty 5128.655546 = -4513630.259574
  nChanged 23
		SP:Iteration 27Q (2591.060000 sec): 3 clusters
  Score: Raw -4518763.790522 + Penalty 5128.655546 = -4513635.134976
  nChanged 25
		SP:Iteration 28Q (2591.160000 sec): 3 clusters
  Score: Raw -4518768.546443 + Penalty 5128.655546 = -4513639.890897
  nChanged 19
		SP:Iteration 29Q (2591.260000 sec): 3 clusters
  Score: Raw -4518772.325802 + Penalty 5128.655546 = -4513643.670256
  nChanged 21
		SP:Iteration 30Q (2591.360000 sec): 3 clusters
  Score: Raw -4518776.125490 + Penalty 5128.655546 = -4513647.469944
  nChanged 25
		SP:Iteration 31Q (2591.450000 sec): 3 clusters
  Score: Raw -4518780.441475 + Penalty 5128.655546 = -4513651.785929
  nChanged 18
		SP:Iteration 32Q (2591.550000 sec): 3 clusters
  Score: Raw -4518783.633355 + Penalty 5128.655546 = -4513654.977809
  nChanged 17
		SP:Iteration 33Q (2591.650000 sec): 3 clusters
  Score: Raw -4518786.614349 + Penalty 5128.655546 = -4513657.958803
  nChanged 15
		SP:Iteration 34Q (2591.740000 sec): 3 clusters
  Score: Raw -4518789.312138 + Penalty 5128.655546 = -4513660.656591
  nChanged 11
		SP:Iteration 35Q (2591.840000 sec): 3 clusters
  Score: Raw -4518791.450352 + Penalty 5128.655546 = -4513662.794806
  nChanged 9
		SP:Iteration 36Q (2591.940000 sec): 3 clusters
  Score: Raw -4518792.944918 + Penalty 5128.655546 = -4513664.289372
  nChanged 8
		SP:Iteration 37Q (2592.040000 sec): 3 clusters
  Score: Raw -4518794.079384 + Penalty 5128.655546 = -4513665.423838
  nChanged 6
		SP:Iteration 38Q (2592.140000 sec): 3 clusters
  Score: Raw -4518794.716049 + Penalty 5128.655546 = -4513666.060503
  nChanged 3
		SP:Iteration 39Q (2592.240000 sec): 3 clusters
  Score: Raw -4518795.111150 + Penalty 5128.655546 = -4513666.455604
  nChanged 1
		SP:Iteration 40F (2592.360000 sec): 3 clusters
  Score: Raw -4518795.384372 + Penalty 5128.655546 = -4513666.728826
  nChanged 4
		SP:Iteration 41Q (2592.450000 sec): 3 clusters
  Score: Raw -4518796.052710 + Penalty 5128.655546 = -4513667.397164
  nChanged 3
		SP:Iteration 42Q (2592.550000 sec): 3 clusters
  Score: Raw -4518796.313979 + Penalty 5128.655546 = -4513667.658433
  nChanged 0
		SP:Iteration 43F (2592.670000 sec): 3 clusters
  Score: Raw -4518796.313979 + Penalty 5128.655546 = -4513667.658433
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2592.680000 sec): 2 clusters
  Score: Raw -59143.222450 + Penalty 1506.115044 = -57637.107406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2592.690000 sec): 3 clusters
  Score: Raw -59318.546301 + Penalty 3012.230089 = -56306.316212
  nChanged 82
		SP:Iteration 1F (2592.690000 sec): 3 clusters
  Score: Raw -59584.283669 + Penalty 3012.230089 = -56572.053580
  nChanged 24
		SP:Iteration 2F (2592.690000 sec): 3 clusters
  Score: Raw -59732.119648 + Penalty 3012.230089 = -56719.889559
  nChanged 16
		SP:Iteration 3Q (2592.690000 sec): 3 clusters
  Score: Raw -59796.257864 + Penalty 3012.230089 = -56784.027775
  nChanged 16
		SP:Iteration 4Q (2592.700000 sec): 3 clusters
  Score: Raw -59884.090021 + Penalty 3012.230089 = -56871.859932
  nChanged 20
		SP:Iteration 5Q (2592.700000 sec): 3 clusters
  Score: Raw -59964.460658 + Penalty 3012.230089 = -56952.230570
  nChanged 22
		SP:Iteration 6F (2592.700000 sec): 3 clusters
  Score: Raw -60060.617632 + Penalty 3012.230089 = -57048.387543
  nChanged 26
		SP:Iteration 7F (2592.700000 sec): 3 clusters
  Score: Raw -60214.100254 + Penalty 3012.230089 = -57201.870165
  nChanged 20
		SP:Iteration 8Q (2592.700000 sec): 3 clusters
  Score: Raw -60382.474140 + Penalty 3012.230089 = -57370.244051
  nChanged 12
		SP:Iteration 9Q (2592.700000 sec): 3 clusters
  Score: Raw -60536.057515 + Penalty 3012.230089 = -57523.827426
  nChanged 9
		SP:Iteration 10Q (2592.700000 sec): 3 clusters
  Score: Raw -60680.429021 + Penalty 3012.230089 = -57668.198932
  nChanged 3
		SP:Iteration 11Q (2592.700000 sec): 3 clusters
  Score: Raw -60704.919435 + Penalty 3012.230089 = -57692.689346
  nChanged 2
		SP:Iteration 12Q (2592.710000 sec): 3 clusters
  Score: Raw -60728.772302 + Penalty 3012.230089 = -57716.542213
  nChanged 1
		SP:Iteration 13Q (2592.710000 sec): 3 clusters
  Score: Raw -60732.794064 + Penalty 3012.230089 = -57720.563975
  nChanged 0
		SP:Iteration 14F (2592.710000 sec): 3 clusters
  Score: Raw -60732.794064 + Penalty 3012.230089 = -57720.563975
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 9.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1777 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2592.720000 sec): 2 clusters
  Score: Raw -255255.039351 + Penalty 1855.705093 = -253399.334258
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2592.730000 sec): 3 clusters
  Score: Raw -254633.096128 + Penalty 3711.410187 = -250921.685941
  nChanged 540
		SP:Iteration 1F (2592.740000 sec): 3 clusters
  Score: Raw -255066.428197 + Penalty 3711.410187 = -251355.018010
  nChanged 149
		SP:Iteration 2F (2592.740000 sec): 3 clusters
  Score: Raw -255188.727640 + Penalty 3711.410187 = -251477.317453
  nChanged 72
		SP:Iteration 3Q (2592.750000 sec): 3 clusters
  Score: Raw -255252.145274 + Penalty 3711.410187 = -251540.735087
  nChanged 49
		SP:Iteration 4Q (2592.760000 sec): 3 clusters
  Score: Raw -255292.606087 + Penalty 3711.410187 = -251581.195901
  nChanged 30
		SP:Iteration 5Q (2592.760000 sec): 3 clusters
  Score: Raw -255317.250600 + Penalty 3711.410187 = -251605.840413
  nChanged 21
		SP:Iteration 6Q (2592.770000 sec): 3 clusters
  Score: Raw -255337.387504 + Penalty 3711.410187 = -251625.977318
  nChanged 21
		SP:Iteration 7Q (2592.780000 sec): 3 clusters
  Score: Raw -255354.792647 + Penalty 3711.410187 = -251643.382461
  nChanged 14
		SP:Iteration 8Q (2592.780000 sec): 3 clusters
  Score: Raw -255365.624367 + Penalty 3711.410187 = -251654.214180
  nChanged 11
		SP:Iteration 9Q (2592.790000 sec): 3 clusters
  Score: Raw -255372.633506 + Penalty 3711.410187 = -251661.223319
  nChanged 10
		SP:Iteration 10Q (2592.800000 sec): 3 clusters
  Score: Raw -255378.254752 + Penalty 3711.410187 = -251666.844565
  nChanged 8
		SP:Iteration 11Q (2592.800000 sec): 3 clusters
  Score: Raw -255384.325530 + Penalty 3711.410187 = -251672.915343
  nChanged 3
		SP:Iteration 12Q (2592.810000 sec): 3 clusters
  Score: Raw -255385.976941 + Penalty 3711.410187 = -251674.566754
  nChanged 5
		SP:Iteration 13Q (2592.820000 sec): 3 clusters
  Score: Raw -255389.156257 + Penalty 3711.410187 = -251677.746070
  nChanged 5
		SP:Iteration 14Q (2592.820000 sec): 3 clusters
  Score: Raw -255393.142600 + Penalty 3711.410187 = -251681.732413
  nChanged 4
		SP:Iteration 15Q (2592.830000 sec): 3 clusters
  Score: Raw -255395.134477 + Penalty 3711.410187 = -251683.724290
  nChanged 7
		SP:Iteration 16Q (2592.840000 sec): 3 clusters
  Score: Raw -255400.596765 + Penalty 3711.410187 = -251689.186578
  nChanged 7
		SP:Iteration 17Q (2592.840000 sec): 3 clusters
  Score: Raw -255406.906063 + Penalty 3711.410187 = -251695.495877
  nChanged 8
		SP:Iteration 18Q (2592.850000 sec): 3 clusters
  Score: Raw -255411.207888 + Penalty 3711.410187 = -251699.797701
  nChanged 10
		SP:Iteration 19Q (2592.860000 sec): 3 clusters
  Score: Raw -255417.113600 + Penalty 3711.410187 = -251705.703413
  nChanged 8
		SP:Iteration 20F (2592.860000 sec): 3 clusters
  Score: Raw -255421.176025 + Penalty 3711.410187 = -251709.765838
  nChanged 4
		SP:Iteration 21Q (2592.870000 sec): 3 clusters
  Score: Raw -255423.114593 + Penalty 3711.410187 = -251711.704406
  nChanged 3
		SP:Iteration 22Q (2592.880000 sec): 3 clusters
  Score: Raw -255423.967729 + Penalty 3711.410187 = -251712.557542
  nChanged 2
		SP:Iteration 23Q (2592.890000 sec): 3 clusters
  Score: Raw -255424.474997 + Penalty 3711.410187 = -251713.064810
  nChanged 1
		SP:Iteration 24Q (2592.890000 sec): 3 clusters
  Score: Raw -255425.114405 + Penalty 3711.410187 = -251713.704218
  nChanged 6
		SP:Iteration 25Q (2592.900000 sec): 3 clusters
  Score: Raw -255428.053682 + Penalty 3711.410187 = -251716.643495
  nChanged 4
		SP:Iteration 26Q (2592.910000 sec): 3 clusters
  Score: Raw -255429.941024 + Penalty 3711.410187 = -251718.530837
  nChanged 5
		SP:Iteration 27Q (2592.910000 sec): 3 clusters
  Score: Raw -255434.072584 + Penalty 3711.410187 = -251722.662397
  nChanged 6
		SP:Iteration 28Q (2592.920000 sec): 3 clusters
  Score: Raw -255436.799340 + Penalty 3711.410187 = -251725.389153
  nChanged 4
		SP:Iteration 29Q (2592.930000 sec): 3 clusters
  Score: Raw -255438.582118 + Penalty 3711.410187 = -251727.171931
  nChanged 1
		SP:Iteration 30Q (2592.940000 sec): 3 clusters
  Score: Raw -255438.669070 + Penalty 3711.410187 = -251727.258883
  nChanged 0
		SP:Iteration 31F (2592.940000 sec): 3 clusters
  Score: Raw -255438.669070 + Penalty 3711.410187 = -251727.258883
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2592.940000 sec): 2 clusters
  Score: Raw -14092.726968 + Penalty 1232.513698 = -12860.213270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2592.940000 sec): 3 clusters
  Score: Raw -14517.906649 + Penalty 2465.027397 = -12052.879252
  nChanged 17
		SP:Iteration 1F (2592.940000 sec): 3 clusters
  Score: Raw -14644.711528 + Penalty 2465.027397 = -12179.684131
  nChanged 2
		SP:Iteration 2Q (2592.950000 sec): 3 clusters
  Score: Raw -14671.044637 + Penalty 2465.027397 = -12206.017241
  nChanged 0
		SP:Iteration 3F (2592.950000 sec): 3 clusters
  Score: Raw -14671.044637 + Penalty 2465.027397 = -12206.017241
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (978 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2592.950000 sec): 2 clusters
  Score: Raw -129694.040555 + Penalty 1707.606398 = -127986.434157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2592.960000 sec): 3 clusters
  Score: Raw -129533.672157 + Penalty 3415.212796 = -126118.459361
  nChanged 247
		SP:Iteration 1F (2592.960000 sec): 3 clusters
  Score: Raw -129986.370688 + Penalty 3415.212796 = -126571.157892
  nChanged 84
		SP:Iteration 2F (2592.960000 sec): 3 clusters
  Score: Raw -130193.309765 + Penalty 3415.212796 = -126778.096969
  nChanged 70
		SP:Iteration 3F (2592.970000 sec): 3 clusters
  Score: Raw -130431.102677 + Penalty 3415.212796 = -127015.889881
  nChanged 60
		SP:Iteration 4F (2592.970000 sec): 3 clusters
  Score: Raw -130675.446109 + Penalty 3415.212796 = -127260.233313
  nChanged 51
		SP:Iteration 5F (2592.980000 sec): 3 clusters
  Score: Raw -130928.532295 + Penalty 3415.212796 = -127513.319498
  nChanged 57
		SP:Iteration 6F (2592.980000 sec): 3 clusters
  Score: Raw -131177.658612 + Penalty 3415.212796 = -127762.445816
  nChanged 39
		SP:Iteration 7Q (2592.980000 sec): 3 clusters
  Score: Raw -131323.322175 + Penalty 3415.212796 = -127908.109379
  nChanged 37
		SP:Iteration 8Q (2592.980000 sec): 3 clusters
  Score: Raw -131414.262255 + Penalty 3415.212796 = -127999.049459
  nChanged 24
		SP:Iteration 9Q (2592.990000 sec): 3 clusters
  Score: Raw -131484.399777 + Penalty 3415.212796 = -128069.186980
  nChanged 17
		SP:Iteration 10Q (2592.990000 sec): 3 clusters
  Score: Raw -131531.394663 + Penalty 3415.212796 = -128116.181866
  nChanged 9
		SP:Iteration 11Q (2593.000000 sec): 3 clusters
  Score: Raw -131555.457006 + Penalty 3415.212796 = -128140.244210
  nChanged 5
		SP:Iteration 12Q (2593.000000 sec): 3 clusters
  Score: Raw -131573.273405 + Penalty 3415.212796 = -128158.060609
  nChanged 4
		SP:Iteration 13Q (2593.000000 sec): 3 clusters
  Score: Raw -131583.874741 + Penalty 3415.212796 = -128168.661944
  nChanged 4
		SP:Iteration 14Q (2593.000000 sec): 3 clusters
  Score: Raw -131595.306475 + Penalty 3415.212796 = -128180.093678
  nChanged 2
		SP:Iteration 15Q (2593.010000 sec): 3 clusters
  Score: Raw -131604.221002 + Penalty 3415.212796 = -128189.008206
  nChanged 1
		SP:Iteration 16Q (2593.010000 sec): 3 clusters
  Score: Raw -131608.425839 + Penalty 3415.212796 = -128193.213043
  nChanged 1
		SP:Iteration 17Q (2593.010000 sec): 3 clusters
  Score: Raw -131610.156392 + Penalty 3415.212796 = -128194.943596
  nChanged 1
		SP:Iteration 18Q (2593.020000 sec): 3 clusters
  Score: Raw -131612.500283 + Penalty 3415.212796 = -128197.287487
  nChanged 1
		SP:Iteration 19Q (2593.020000 sec): 3 clusters
  Score: Raw -131614.901164 + Penalty 3415.212796 = -128199.688368
  nChanged 1
		SP:Iteration 20F (2593.020000 sec): 3 clusters
  Score: Raw -131618.807870 + Penalty 3415.212796 = -128203.595073
  nChanged 2
		SP:Iteration 21Q (2593.020000 sec): 3 clusters
  Score: Raw -131634.220299 + Penalty 3415.212796 = -128219.007503
  nChanged 2
		SP:Iteration 22Q (2593.030000 sec): 3 clusters
  Score: Raw -131646.972948 + Penalty 3415.212796 = -128231.760151
  nChanged 2
		SP:Iteration 23Q (2593.030000 sec): 3 clusters
  Score: Raw -131664.586328 + Penalty 3415.212796 = -128249.373531
  nChanged 2
		SP:Iteration 24Q (2593.040000 sec): 3 clusters
  Score: Raw -131679.493471 + Penalty 3415.212796 = -128264.280675
  nChanged 0
		SP:Iteration 25F (2593.040000 sec): 3 clusters
  Score: Raw -131679.493471 + Penalty 3415.212796 = -128264.280675
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 23.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (142306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2593.540000 sec): 2 clusters
  Score: Raw -20666163.101716 + Penalty 2942.702267 = -20663220.399449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2594.120000 sec): 3 clusters
  Score: Raw -20574041.422194 + Penalty 5885.404534 = -20568156.017660
  nChanged 67785
		SP:Iteration 1F (2594.680000 sec): 3 clusters
  Score: Raw -20613047.375471 + Penalty 5885.404534 = -20607161.970937
  nChanged 4562
		SP:Iteration 2Q (2595.250000 sec): 3 clusters
  Score: Raw -20614253.325697 + Penalty 5885.404534 = -20608367.921163
  nChanged 5007
		SP:Iteration 3Q (2595.830000 sec): 3 clusters
  Score: Raw -20615817.082186 + Penalty 5885.404534 = -20609931.677652
  nChanged 5596
		SP:Iteration 4Q (2596.410000 sec): 3 clusters
  Score: Raw -20617956.297378 + Penalty 5885.404534 = -20612070.892844
  nChanged 6444
		SP:Iteration 5Q (2596.990000 sec): 3 clusters
  Score: Raw -20620947.060497 + Penalty 5885.404534 = -20615061.655963
  nChanged 7361
		SP:Iteration 6F (2597.550000 sec): 3 clusters
  Score: Raw -20625061.222836 + Penalty 5885.404534 = -20619175.818302
  nChanged 8313
		SP:Iteration 7F (2598.120000 sec): 3 clusters
  Score: Raw -20630495.784998 + Penalty 5885.404534 = -20624610.380464
  nChanged 8919
		SP:Iteration 8F (2598.680000 sec): 3 clusters
  Score: Raw -20636925.097098 + Penalty 5885.404534 = -20631039.692564
  nChanged 8871
		SP:Iteration 9F (2599.250000 sec): 3 clusters
  Score: Raw -20643557.642080 + Penalty 5885.404534 = -20637672.237546
  nChanged 8003
		SP:Iteration 10F (2599.810000 sec): 3 clusters
  Score: Raw -20649564.825261 + Penalty 5885.404534 = -20643679.420727
  nChanged 6567
		SP:Iteration 11Q (2600.340000 sec): 3 clusters
  Score: Raw -20654368.467154 + Penalty 5885.404534 = -20648483.062620
  nChanged 5141
		SP:Iteration 12Q (2600.860000 sec): 3 clusters
  Score: Raw -20657946.634344 + Penalty 5885.404534 = -20652061.229810
  nChanged 3968
		SP:Iteration 13Q (2601.340000 sec): 3 clusters
  Score: Raw -20660574.324786 + Penalty 5885.404534 = -20654688.920252
  nChanged 3012
		SP:Iteration 14Q (2601.820000 sec): 3 clusters
  Score: Raw -20662499.531641 + Penalty 5885.404534 = -20656614.127107
  nChanged 2262
		SP:Iteration 15Q (2602.270000 sec): 3 clusters
  Score: Raw -20663917.540772 + Penalty 5885.404534 = -20658032.136238
  nChanged 1618
		SP:Iteration 16Q (2602.710000 sec): 3 clusters
  Score: Raw -20664947.321459 + Penalty 5885.404534 = -20659061.916925
  nChanged 1085
		SP:Iteration 17Q (2603.140000 sec): 3 clusters
  Score: Raw -20665649.099831 + Penalty 5885.404534 = -20659763.695297
  nChanged 696
		SP:Iteration 18Q (2603.560000 sec): 3 clusters
  Score: Raw -20666077.837679 + Penalty 5885.404534 = -20660192.433145
  nChanged 514
		SP:Iteration 19Q (2603.980000 sec): 3 clusters
  Score: Raw -20666351.383739 + Penalty 5885.404534 = -20660465.979205
  nChanged 359
		SP:Iteration 20F (2604.540000 sec): 3 clusters
  Score: Raw -20666509.467758 + Penalty 5885.404534 = -20660624.063224
  nChanged 244
		SP:Iteration 21Q (2604.950000 sec): 3 clusters
  Score: Raw -20666613.912329 + Penalty 5885.404534 = -20660728.507795
  nChanged 208
		SP:Iteration 22Q (2605.360000 sec): 3 clusters
  Score: Raw -20666700.818201 + Penalty 5885.404534 = -20660815.413667
  nChanged 175
		SP:Iteration 23Q (2605.780000 sec): 3 clusters
  Score: Raw -20666765.689198 + Penalty 5885.404534 = -20660880.284664
  nChanged 119
		SP:Iteration 24Q (2606.200000 sec): 3 clusters
  Score: Raw -20666808.103706 + Penalty 5885.404534 = -20660922.699172
  nChanged 86
		SP:Iteration 25Q (2606.600000 sec): 3 clusters
  Score: Raw -20666832.322991 + Penalty 5885.404534 = -20660946.918457
  nChanged 61
		SP:Iteration 26Q (2607.010000 sec): 3 clusters
  Score: Raw -20666848.452611 + Penalty 5885.404534 = -20660963.048077
  nChanged 53
		SP:Iteration 27Q (2607.420000 sec): 3 clusters
  Score: Raw -20666862.462918 + Penalty 5885.404534 = -20660977.058384
  nChanged 47
		SP:Iteration 28Q (2607.830000 sec): 3 clusters
  Score: Raw -20666874.415026 + Penalty 5885.404534 = -20660989.010492
  nChanged 40
		SP:Iteration 29Q (2608.230000 sec): 3 clusters
  Score: Raw -20666883.510282 + Penalty 5885.404534 = -20660998.105748
  nChanged 34
		SP:Iteration 30Q (2608.640000 sec): 3 clusters
  Score: Raw -20666893.350386 + Penalty 5885.404534 = -20661007.945852
  nChanged 36
		SP:Iteration 31Q (2609.040000 sec): 3 clusters
  Score: Raw -20666903.407839 + Penalty 5885.404534 = -20661018.003305
  nChanged 40
		SP:Iteration 32Q (2609.440000 sec): 3 clusters
  Score: Raw -20666914.091904 + Penalty 5885.404534 = -20661028.687370
  nChanged 38
		SP:Iteration 33Q (2609.850000 sec): 3 clusters
  Score: Raw -20666923.565953 + Penalty 5885.404534 = -20661038.161419
  nChanged 30
		SP:Iteration 34Q (2610.250000 sec): 3 clusters
  Score: Raw -20666929.995049 + Penalty 5885.404534 = -20661044.590515
  nChanged 23
		SP:Iteration 35Q (2610.660000 sec): 3 clusters
  Score: Raw -20666936.073388 + Penalty 5885.404534 = -20661050.668854
  nChanged 21
		SP:Iteration 36Q (2611.060000 sec): 3 clusters
  Score: Raw -20666940.436700 + Penalty 5885.404534 = -20661055.032166
  nChanged 14
		SP:Iteration 37Q (2611.460000 sec): 3 clusters
  Score: Raw -20666943.529912 + Penalty 5885.404534 = -20661058.125378
  nChanged 15
		SP:Iteration 38Q (2611.860000 sec): 3 clusters
  Score: Raw -20666946.706133 + Penalty 5885.404534 = -20661061.301599
  nChanged 15
		SP:Iteration 39Q (2612.270000 sec): 3 clusters
  Score: Raw -20666950.652126 + Penalty 5885.404534 = -20661065.247592
  nChanged 12
		SP:Iteration 40F (2612.840000 sec): 3 clusters
  Score: Raw -20666953.699808 + Penalty 5885.404534 = -20661068.295274
  nChanged 12
		SP:Iteration 41Q (2613.240000 sec): 3 clusters
  Score: Raw -20666956.228195 + Penalty 5885.404534 = -20661070.823661
  nChanged 10
		SP:Iteration 42Q (2613.640000 sec): 3 clusters
  Score: Raw -20666958.287929 + Penalty 5885.404534 = -20661072.883395
  nChanged 7
		SP:Iteration 43Q (2614.040000 sec): 3 clusters
  Score: Raw -20666959.970981 + Penalty 5885.404534 = -20661074.566446
  nChanged 7
		SP:Iteration 44Q (2614.450000 sec): 3 clusters
  Score: Raw -20666961.547790 + Penalty 5885.404534 = -20661076.143256
  nChanged 5
		SP:Iteration 45Q (2614.860000 sec): 3 clusters
  Score: Raw -20666962.565703 + Penalty 5885.404534 = -20661077.161169
  nChanged 5
		SP:Iteration 46Q (2615.260000 sec): 3 clusters
  Score: Raw -20666963.731931 + Penalty 5885.404534 = -20661078.327397
  nChanged 5
		SP:Iteration 47Q (2615.660000 sec): 3 clusters
  Score: Raw -20666964.731090 + Penalty 5885.404534 = -20661079.326556
  nChanged 4
		SP:Iteration 48Q (2616.080000 sec): 3 clusters
  Score: Raw -20666965.474542 + Penalty 5885.404534 = -20661080.070008
  nChanged 5
		SP:Iteration 49Q (2616.480000 sec): 3 clusters
  Score: Raw -20666966.045600 + Penalty 5885.404534 = -20661080.641066
  nChanged 2
		SP:Iteration 50Q (2616.890000 sec): 3 clusters
  Score: Raw -20666966.447941 + Penalty 5885.404534 = -20661081.043407
  nChanged 1
		SP:Iteration 51Q (2617.300000 sec): 3 clusters
  Score: Raw -20666966.650842 + Penalty 5885.404534 = -20661081.246308
  nChanged 3
		SP:Iteration 52Q (2617.710000 sec): 3 clusters
  Score: Raw -20666967.481753 + Penalty 5885.404534 = -20661082.077219
  nChanged 2
		SP:Iteration 53Q (2618.110000 sec): 3 clusters
  Score: Raw -20666967.918036 + Penalty 5885.404534 = -20661082.513502
  nChanged 2
		SP:Iteration 54Q (2618.510000 sec): 3 clusters
  Score: Raw -20666968.381779 + Penalty 5885.404534 = -20661082.977245
  nChanged 2
		SP:Iteration 55Q (2618.890000 sec): 3 clusters
  Score: Raw -20666968.608960 + Penalty 5885.404534 = -20661083.204426
  nChanged 1
		SP:Iteration 56Q (2619.270000 sec): 3 clusters
  Score: Raw -20666968.784514 + Penalty 5885.404534 = -20661083.379980
  nChanged 0
		SP:Iteration 57F (2619.800000 sec): 3 clusters
  Score: Raw -20666968.784514 + Penalty 5885.404534 = -20661083.379980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2619.870000 sec): 2 clusters
  Score: Raw -19667.259116 + Penalty 1308.972435 = -18358.286681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2619.870000 sec): 3 clusters
  Score: Raw -19934.149704 + Penalty 2617.944871 = -17316.204833
  nChanged 15
		SP:Iteration 1F (2619.870000 sec): 3 clusters
  Score: Raw -20015.993586 + Penalty 2617.944871 = -17398.048715
  nChanged 10
		SP:Iteration 2F (2619.870000 sec): 3 clusters
  Score: Raw -20078.872031 + Penalty 2617.944871 = -17460.927160
  nChanged 6
		SP:Iteration 3Q (2619.870000 sec): 3 clusters
  Score: Raw -20126.845217 + Penalty 2617.944871 = -17508.900346
  nChanged 4
		SP:Iteration 4Q (2619.870000 sec): 3 clusters
  Score: Raw -20151.572029 + Penalty 2617.944871 = -17533.627158
  nChanged 3
		SP:Iteration 5Q (2619.870000 sec): 3 clusters
  Score: Raw -20167.594773 + Penalty 2617.944871 = -17549.649902
  nChanged 1
		SP:Iteration 6Q (2619.880000 sec): 3 clusters
  Score: Raw -20175.470025 + Penalty 2617.944871 = -17557.525154
  nChanged 2
		SP:Iteration 7Q (2619.880000 sec): 3 clusters
  Score: Raw -20191.777814 + Penalty 2617.944871 = -17573.832943
  nChanged 0
		SP:Iteration 8F (2619.880000 sec): 3 clusters
  Score: Raw -20191.777814 + Penalty 2617.944871 = -17573.832943
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 29 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2619.880000 sec): 2 clusters
  Score: Raw -74196.170923 + Penalty 1539.730326 = -72656.440597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2619.880000 sec): 3 clusters
  Score: Raw -74225.403661 + Penalty 3079.460653 = -71145.943009
  nChanged 67
		SP:Iteration 1F (2619.880000 sec): 3 clusters
  Score: Raw -74358.436031 + Penalty 3079.460653 = -71278.975378
  nChanged 16
		SP:Iteration 2Q (2619.880000 sec): 3 clusters
  Score: Raw -74403.016384 + Penalty 3079.460653 = -71323.555731
  nChanged 4
		SP:Iteration 3Q (2619.890000 sec): 3 clusters
  Score: Raw -74409.761309 + Penalty 3079.460653 = -71330.300656
  nChanged 3
		SP:Iteration 4Q (2619.890000 sec): 3 clusters
  Score: Raw -74415.131152 + Penalty 3079.460653 = -71335.670499
  nChanged 2
		SP:Iteration 5Q (2619.890000 sec): 3 clusters
  Score: Raw -74418.268069 + Penalty 3079.460653 = -71338.807416
  nChanged 0
		SP:Iteration 6F (2619.890000 sec): 3 clusters
  Score: Raw -74418.268069 + Penalty 3079.460653 = -71338.807416
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 30 (34446 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2620.020000 sec): 2 clusters
  Score: Raw -5264741.775465 + Penalty 2590.892744 = -5262150.882721
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2620.150000 sec): 3 clusters
  Score: Raw -5243795.893770 + Penalty 5181.785487 = -5238614.108283
  nChanged 15609
		SP:Iteration 1F (2620.280000 sec): 3 clusters
  Score: Raw -5252488.403461 + Penalty 5181.785487 = -5247306.617974
  nChanged 1681
		SP:Iteration 2Q (2620.410000 sec): 3 clusters
  Score: Raw -5253084.720862 + Penalty 5181.785487 = -5247902.935375
  nChanged 1663
		SP:Iteration 3Q (2620.550000 sec): 3 clusters
  Score: Raw -5253777.570569 + Penalty 5181.785487 = -5248595.785082
  nChanged 1826
		SP:Iteration 4F (2620.680000 sec): 3 clusters
  Score: Raw -5254653.869205 + Penalty 5181.785487 = -5249472.083718
  nChanged 2026
		SP:Iteration 5F (2620.810000 sec): 3 clusters
  Score: Raw -5255862.215414 + Penalty 5181.785487 = -5250680.429927
  nChanged 2307
		SP:Iteration 6F (2620.940000 sec): 3 clusters
  Score: Raw -5257517.515160 + Penalty 5181.785487 = -5252335.729673
  nChanged 2269
		SP:Iteration 7F (2621.070000 sec): 3 clusters
  Score: Raw -5259295.387425 + Penalty 5181.785487 = -5254113.601938
  nChanged 2005
		SP:Iteration 8F (2621.200000 sec): 3 clusters
  Score: Raw -5260970.090637 + Penalty 5181.785487 = -5255788.305150
  nChanged 1502
		SP:Iteration 9Q (2621.330000 sec): 3 clusters
  Score: Raw -5262328.632130 + Penalty 5181.785487 = -5257146.846643
  nChanged 1006
		SP:Iteration 10Q (2621.460000 sec): 3 clusters
  Score: Raw -5263168.668025 + Penalty 5181.785487 = -5257986.882538
  nChanged 691
		SP:Iteration 11Q (2621.580000 sec): 3 clusters
  Score: Raw -5263607.599317 + Penalty 5181.785487 = -5258425.813830
  nChanged 494
		SP:Iteration 12Q (2621.690000 sec): 3 clusters
  Score: Raw -5263859.693473 + Penalty 5181.785487 = -5258677.907986
  nChanged 342
		SP:Iteration 13Q (2621.800000 sec): 3 clusters
  Score: Raw -5263996.765493 + Penalty 5181.785487 = -5258814.980006
  nChanged 252
		SP:Iteration 14Q (2621.900000 sec): 3 clusters
  Score: Raw -5264101.809681 + Penalty 5181.785487 = -5258920.024194
  nChanged 205
		SP:Iteration 15Q (2622.010000 sec): 3 clusters
  Score: Raw -5264179.119966 + Penalty 5181.785487 = -5258997.334479
  nChanged 183
		SP:Iteration 16Q (2622.120000 sec): 3 clusters
  Score: Raw -5264245.489773 + Penalty 5181.785487 = -5259063.704286
  nChanged 151
		SP:Iteration 17Q (2622.220000 sec): 3 clusters
  Score: Raw -5264294.610741 + Penalty 5181.785487 = -5259112.825254
  nChanged 146
		SP:Iteration 18Q (2622.320000 sec): 3 clusters
  Score: Raw -5264339.320868 + Penalty 5181.785487 = -5259157.535381
  nChanged 137
		SP:Iteration 19Q (2622.430000 sec): 3 clusters
  Score: Raw -5264385.969741 + Penalty 5181.785487 = -5259204.184254
  nChanged 114
		SP:Iteration 20F (2622.560000 sec): 3 clusters
  Score: Raw -5264424.672095 + Penalty 5181.785487 = -5259242.886608
  nChanged 93
		SP:Iteration 21Q (2622.660000 sec): 3 clusters
  Score: Raw -5264453.395507 + Penalty 5181.785487 = -5259271.610020
  nChanged 98
		SP:Iteration 22Q (2622.760000 sec): 3 clusters
  Score: Raw -5264493.257956 + Penalty 5181.785487 = -5259311.472469
  nChanged 108
		SP:Iteration 23Q (2622.860000 sec): 3 clusters
  Score: Raw -5264531.659287 + Penalty 5181.785487 = -5259349.873800
  nChanged 96
		SP:Iteration 24Q (2622.960000 sec): 3 clusters
  Score: Raw -5264563.325553 + Penalty 5181.785487 = -5259381.540066
  nChanged 77
		SP:Iteration 25Q (2623.060000 sec): 3 clusters
  Score: Raw -5264586.899123 + Penalty 5181.785487 = -5259405.113636
  nChanged 73
		SP:Iteration 26Q (2623.160000 sec): 3 clusters
  Score: Raw -5264612.760105 + Penalty 5181.785487 = -5259430.974618
  nChanged 88
		SP:Iteration 27Q (2623.260000 sec): 3 clusters
  Score: Raw -5264639.011371 + Penalty 5181.785487 = -5259457.225884
  nChanged 76
		SP:Iteration 28Q (2623.370000 sec): 3 clusters
  Score: Raw -5264664.217847 + Penalty 5181.785487 = -5259482.432360
  nChanged 79
		SP:Iteration 29Q (2623.460000 sec): 3 clusters
  Score: Raw -5264688.464895 + Penalty 5181.785487 = -5259506.679408
  nChanged 73
		SP:Iteration 30Q (2623.570000 sec): 3 clusters
  Score: Raw -5264713.625136 + Penalty 5181.785487 = -5259531.839649
  nChanged 62
		SP:Iteration 31Q (2623.660000 sec): 3 clusters
  Score: Raw -5264734.159867 + Penalty 5181.785487 = -5259552.374380
  nChanged 56
		SP:Iteration 32Q (2623.770000 sec): 3 clusters
  Score: Raw -5264754.884778 + Penalty 5181.785487 = -5259573.099291
  nChanged 53
		SP:Iteration 33Q (2623.870000 sec): 3 clusters
  Score: Raw -5264773.343226 + Penalty 5181.785487 = -5259591.557739
  nChanged 42
		SP:Iteration 34Q (2623.960000 sec): 3 clusters
  Score: Raw -5264788.559346 + Penalty 5181.785487 = -5259606.773859
  nChanged 56
		SP:Iteration 35Q (2624.060000 sec): 3 clusters
  Score: Raw -5264810.974799 + Penalty 5181.785487 = -5259629.189312
  nChanged 44
		SP:Iteration 36Q (2624.160000 sec): 3 clusters
  Score: Raw -5264828.710820 + Penalty 5181.785487 = -5259646.925333
  nChanged 39
		SP:Iteration 37Q (2624.260000 sec): 3 clusters
  Score: Raw -5264842.155046 + Penalty 5181.785487 = -5259660.369559
  nChanged 34
		SP:Iteration 38Q (2624.350000 sec): 3 clusters
  Score: Raw -5264853.759834 + Penalty 5181.785487 = -5259671.974347
  nChanged 40
		SP:Iteration 39Q (2624.450000 sec): 3 clusters
  Score: Raw -5264871.301547 + Penalty 5181.785487 = -5259689.516060
  nChanged 50
		SP:Iteration 40F (2624.580000 sec): 3 clusters
  Score: Raw -5264891.654218 + Penalty 5181.785487 = -5259709.868731
  nChanged 36
		SP:Iteration 41Q (2624.680000 sec): 3 clusters
  Score: Raw -5264908.283441 + Penalty 5181.785487 = -5259726.497954
  nChanged 42
		SP:Iteration 42Q (2624.780000 sec): 3 clusters
  Score: Raw -5264927.508747 + Penalty 5181.785487 = -5259745.723260
  nChanged 37
		SP:Iteration 43Q (2624.870000 sec): 3 clusters
  Score: Raw -5264946.316582 + Penalty 5181.785487 = -5259764.531095
  nChanged 38
		SP:Iteration 44Q (2624.960000 sec): 3 clusters
  Score: Raw -5264963.886178 + Penalty 5181.785487 = -5259782.100691
  nChanged 32
		SP:Iteration 45Q (2625.060000 sec): 3 clusters
  Score: Raw -5264977.227059 + Penalty 5181.785487 = -5259795.441572
  nChanged 22
		SP:Iteration 46Q (2625.160000 sec): 3 clusters
  Score: Raw -5264984.170654 + Penalty 5181.785487 = -5259802.385167
  nChanged 24
		SP:Iteration 47Q (2625.250000 sec): 3 clusters
  Score: Raw -5264993.384371 + Penalty 5181.785487 = -5259811.598884
  nChanged 24
		SP:Iteration 48Q (2625.340000 sec): 3 clusters
  Score: Raw -5265005.104433 + Penalty 5181.785487 = -5259823.318946
  nChanged 20
		SP:Iteration 49Q (2625.440000 sec): 3 clusters
  Score: Raw -5265015.562686 + Penalty 5181.785487 = -5259833.777199
  nChanged 19
		SP:Iteration 50Q (2625.540000 sec): 3 clusters
  Score: Raw -5265024.293688 + Penalty 5181.785487 = -5259842.508201
  nChanged 19
		SP:Iteration 51Q (2625.630000 sec): 3 clusters
  Score: Raw -5265032.670965 + Penalty 5181.785487 = -5259850.885478
  nChanged 13
		SP:Iteration 52Q (2625.720000 sec): 3 clusters
  Score: Raw -5265037.632365 + Penalty 5181.785487 = -5259855.846878
  nChanged 14
		SP:Iteration 53Q (2625.820000 sec): 3 clusters
  Score: Raw -5265043.034949 + Penalty 5181.785487 = -5259861.249462
  nChanged 7
		SP:Iteration 54Q (2625.910000 sec): 3 clusters
  Score: Raw -5265045.736064 + Penalty 5181.785487 = -5259863.950577
  nChanged 11
		SP:Iteration 55Q (2626.000000 sec): 3 clusters
  Score: Raw -5265051.083285 + Penalty 5181.785487 = -5259869.297798
  nChanged 10
		SP:Iteration 56Q (2626.100000 sec): 3 clusters
  Score: Raw -5265057.715990 + Penalty 5181.785487 = -5259875.930503
  nChanged 13
		SP:Iteration 57Q (2626.190000 sec): 3 clusters
  Score: Raw -5265064.927594 + Penalty 5181.785487 = -5259883.142107
  nChanged 10
		SP:Iteration 58Q (2626.280000 sec): 3 clusters
  Score: Raw -5265068.025202 + Penalty 5181.785487 = -5259886.239715
  nChanged 11
		SP:Iteration 59Q (2626.380000 sec): 3 clusters
  Score: Raw -5265072.337388 + Penalty 5181.785487 = -5259890.551901
  nChanged 3
		SP:Iteration 60F (2626.510000 sec): 3 clusters
  Score: Raw -5265073.604466 + Penalty 5181.785487 = -5259891.818979
  nChanged 4
		SP:Iteration 61Q (2626.600000 sec): 3 clusters
  Score: Raw -5265075.145330 + Penalty 5181.785487 = -5259893.359843
  nChanged 3
		SP:Iteration 62Q (2626.700000 sec): 3 clusters
  Score: Raw -5265076.011838 + Penalty 5181.785487 = -5259894.226351
  nChanged 2
		SP:Iteration 63Q (2626.790000 sec): 3 clusters
  Score: Raw -5265076.789083 + Penalty 5181.785487 = -5259895.003596
  nChanged 3
		SP:Iteration 64Q (2626.880000 sec): 3 clusters
  Score: Raw -5265078.086761 + Penalty 5181.785487 = -5259896.301274
  nChanged 2
		SP:Iteration 65Q (2626.980000 sec): 3 clusters
  Score: Raw -5265078.765222 + Penalty 5181.785487 = -5259896.979735
  nChanged 2
		SP:Iteration 66Q (2627.070000 sec): 3 clusters
  Score: Raw -5265079.515407 + Penalty 5181.785487 = -5259897.729920
  nChanged 0
		SP:Iteration 67F (2627.200000 sec): 3 clusters
  Score: Raw -5265079.515407 + Penalty 5181.785487 = -5259897.729920
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 31 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2627.220000 sec): 2 clusters
  Score: Raw -27088.895071 + Penalty 1372.280593 = -25716.614478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2627.220000 sec): 3 clusters
  Score: Raw -27317.332098 + Penalty 2744.561186 = -24572.770912
  nChanged 33
		SP:Iteration 1F (2627.220000 sec): 3 clusters
  Score: Raw -27450.090675 + Penalty 2744.561186 = -24705.529488
  nChanged 22
		SP:Iteration 2F (2627.220000 sec): 3 clusters
  Score: Raw -27641.077679 + Penalty 2744.561186 = -24896.516492
  nChanged 9
		SP:Iteration 3Q (2627.220000 sec): 3 clusters
  Score: Raw -27686.033305 + Penalty 2744.561186 = -24941.472118
  nChanged 8
		SP:Iteration 4Q (2627.220000 sec): 3 clusters
  Score: Raw -27748.198124 + Penalty 2744.561186 = -25003.636938
  nChanged 2
		SP:Iteration 5Q (2627.220000 sec): 3 clusters
  Score: Raw -27764.602045 + Penalty 2744.561186 = -25020.040859
  nChanged 0
		SP:Iteration 6F (2627.220000 sec): 3 clusters
  Score: Raw -27764.602045 + Penalty 2744.561186 = -25020.040859
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 32 (721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2627.220000 sec): 2 clusters
  Score: Raw -92353.119768 + Penalty 1631.998506 = -90721.121262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2627.230000 sec): 3 clusters
  Score: Raw -92285.587274 + Penalty 3263.997012 = -89021.590262
  nChanged 165
		SP:Iteration 1F (2627.230000 sec): 3 clusters
  Score: Raw -92574.875198 + Penalty 3263.997012 = -89310.878185
  nChanged 56
		SP:Iteration 2F (2627.230000 sec): 3 clusters
  Score: Raw -92688.165006 + Penalty 3263.997012 = -89424.167994
  nChanged 37
		SP:Iteration 3F (2627.240000 sec): 3 clusters
  Score: Raw -92812.791614 + Penalty 3263.997012 = -89548.794602
  nChanged 29
		SP:Iteration 4Q (2627.240000 sec): 3 clusters
  Score: Raw -92928.986826 + Penalty 3263.997012 = -89664.989814
  nChanged 20
		SP:Iteration 5Q (2627.240000 sec): 3 clusters
  Score: Raw -92988.607720 + Penalty 3263.997012 = -89724.610708
  nChanged 24
		SP:Iteration 6Q (2627.240000 sec): 3 clusters
  Score: Raw -93089.457559 + Penalty 3263.997012 = -89825.460547
  nChanged 16
		SP:Iteration 7Q (2627.240000 sec): 3 clusters
  Score: Raw -93173.197087 + Penalty 3263.997012 = -89909.200075
  nChanged 16
		SP:Iteration 8Q (2627.250000 sec): 3 clusters
  Score: Raw -93227.555237 + Penalty 3263.997012 = -89963.558225
  nChanged 10
		SP:Iteration 9Q (2627.250000 sec): 3 clusters
  Score: Raw -93249.308157 + Penalty 3263.997012 = -89985.311145
  nChanged 9
		SP:Iteration 10Q (2627.250000 sec): 3 clusters
  Score: Raw -93273.859046 + Penalty 3263.997012 = -90009.862034
  nChanged 4
		SP:Iteration 11Q (2627.260000 sec): 3 clusters
  Score: Raw -93285.914432 + Penalty 3263.997012 = -90021.917420
  nChanged 3
		SP:Iteration 12Q (2627.260000 sec): 3 clusters
  Score: Raw -93289.571321 + Penalty 3263.997012 = -90025.574309
  nChanged 4
		SP:Iteration 13Q (2627.260000 sec): 3 clusters
  Score: Raw -93298.656310 + Penalty 3263.997012 = -90034.659297
  nChanged 5
		SP:Iteration 14Q (2627.260000 sec): 3 clusters
  Score: Raw -93307.384198 + Penalty 3263.997012 = -90043.387186
  nChanged 3
		SP:Iteration 15Q (2627.260000 sec): 3 clusters
  Score: Raw -93321.589441 + Penalty 3263.997012 = -90057.592429
  nChanged 3
		SP:Iteration 16Q (2627.260000 sec): 3 clusters
  Score: Raw -93324.209959 + Penalty 3263.997012 = -90060.212947
  nChanged 2
		SP:Iteration 17Q (2627.270000 sec): 3 clusters
  Score: Raw -93327.956730 + Penalty 3263.997012 = -90063.959718
  nChanged 2
		SP:Iteration 18Q (2627.270000 sec): 3 clusters
  Score: Raw -93335.231235 + Penalty 3263.997012 = -90071.234223
  nChanged 3
		SP:Iteration 19Q (2627.270000 sec): 3 clusters
  Score: Raw -93342.538932 + Penalty 3263.997012 = -90078.541920
  nChanged 2
		SP:Iteration 20F (2627.280000 sec): 3 clusters
  Score: Raw -93347.390187 + Penalty 3263.997012 = -90083.393175
  nChanged 2
		SP:Iteration 21Q (2627.280000 sec): 3 clusters
  Score: Raw -93351.631330 + Penalty 3263.997012 = -90087.634318
  nChanged 3
		SP:Iteration 22Q (2627.280000 sec): 3 clusters
  Score: Raw -93357.660847 + Penalty 3263.997012 = -90093.663835
  nChanged 2
		SP:Iteration 23Q (2627.280000 sec): 3 clusters
  Score: Raw -93359.701390 + Penalty 3263.997012 = -90095.704378
  nChanged 0
		SP:Iteration 24F (2627.280000 sec): 3 clusters
  Score: Raw -93359.701390 + Penalty 3263.997012 = -90095.704378
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 33 (193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2627.290000 sec): 2 clusters
  Score: Raw -25068.601729 + Penalty 1305.147167 = -23763.454562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2627.290000 sec): 3 clusters
  Score: Raw -25475.950536 + Penalty 2610.294334 = -22865.656202
  nChanged 22
		SP:Iteration 1F (2627.290000 sec): 3 clusters
  Score: Raw -25588.137643 + Penalty 2610.294334 = -22977.843309
  nChanged 2
		SP:Iteration 2Q (2627.290000 sec): 3 clusters
  Score: Raw -25652.909530 + Penalty 2610.294334 = -23042.615197
  nChanged 2
		SP:Iteration 3Q (2627.290000 sec): 3 clusters
  Score: Raw -25660.072210 + Penalty 2610.294334 = -23049.777877
  nChanged 0
		SP:Iteration 4F (2627.290000 sec): 3 clusters
  Score: Raw -25660.072210 + Penalty 2610.294334 = -23049.777877
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 34 (927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2627.300000 sec): 2 clusters
  Score: Raw -122976.049857 + Penalty 1694.324484 = -121281.725372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2627.300000 sec): 3 clusters
  Score: Raw -122773.358354 + Penalty 3388.648969 = -119384.709386
  nChanged 241
		SP:Iteration 1F (2627.300000 sec): 3 clusters
  Score: Raw -123053.379577 + Penalty 3388.648969 = -119664.730609
  nChanged 44
		SP:Iteration 2Q (2627.310000 sec): 3 clusters
  Score: Raw -123119.802639 + Penalty 3388.648969 = -119731.153670
  nChanged 30
		SP:Iteration 3Q (2627.310000 sec): 3 clusters
  Score: Raw -123160.186479 + Penalty 3388.648969 = -119771.537510
  nChanged 22
		SP:Iteration 4Q (2627.310000 sec): 3 clusters
  Score: Raw -123187.730836 + Penalty 3388.648969 = -119799.081868
  nChanged 10
		SP:Iteration 5Q (2627.320000 sec): 3 clusters
  Score: Raw -123198.626147 + Penalty 3388.648969 = -119809.977179
  nChanged 7
		SP:Iteration 6Q (2627.320000 sec): 3 clusters
  Score: Raw -123205.918087 + Penalty 3388.648969 = -119817.269118
  nChanged 7
		SP:Iteration 7Q (2627.320000 sec): 3 clusters
  Score: Raw -123214.808321 + Penalty 3388.648969 = -119826.159353
  nChanged 5
		SP:Iteration 8Q (2627.330000 sec): 3 clusters
  Score: Raw -123220.046483 + Penalty 3388.648969 = -119831.397514
  nChanged 4
		SP:Iteration 9Q (2627.330000 sec): 3 clusters
  Score: Raw -123225.971073 + Penalty 3388.648969 = -119837.322104
  nChanged 6
		SP:Iteration 10Q (2627.330000 sec): 3 clusters
  Score: Raw -123233.937717 + Penalty 3388.648969 = -119845.288749
  nChanged 6
		SP:Iteration 11Q (2627.340000 sec): 3 clusters
  Score: Raw -123243.941268 + Penalty 3388.648969 = -119855.292300
  nChanged 9
		SP:Iteration 12Q (2627.340000 sec): 3 clusters
  Score: Raw -123264.213262 + Penalty 3388.648969 = -119875.564293
  nChanged 9
		SP:Iteration 13Q (2627.340000 sec): 3 clusters
  Score: Raw -123285.067787 + Penalty 3388.648969 = -119896.418819
  nChanged 8
		SP:Iteration 14Q (2627.350000 sec): 3 clusters
  Score: Raw -123300.287462 + Penalty 3388.648969 = -119911.638493
  nChanged 10
		SP:Iteration 15Q (2627.350000 sec): 3 clusters
  Score: Raw -123317.401246 + Penalty 3388.648969 = -119928.752277
  nChanged 10
		SP:Iteration 16Q (2627.350000 sec): 3 clusters
  Score: Raw -123333.747970 + Penalty 3388.648969 = -119945.099002
  nChanged 9
		SP:Iteration 17Q (2627.360000 sec): 3 clusters
  Score: Raw -123348.519503 + Penalty 3388.648969 = -119959.870534
  nChanged 3
		SP:Iteration 18Q (2627.360000 sec): 3 clusters
  Score: Raw -123351.973882 + Penalty 3388.648969 = -119963.324914
  nChanged 2
		SP:Iteration 19Q (2627.360000 sec): 3 clusters
  Score: Raw -123355.606456 + Penalty 3388.648969 = -119966.957488
  nChanged 4
		SP:Iteration 20F (2627.360000 sec): 3 clusters
  Score: Raw -123363.732834 + Penalty 3388.648969 = -119975.083865
  nChanged 7
		SP:Iteration 21Q (2627.370000 sec): 3 clusters
  Score: Raw -123376.106902 + Penalty 3388.648969 = -119987.457933
  nChanged 7
		SP:Iteration 22Q (2627.370000 sec): 3 clusters
  Score: Raw -123385.826521 + Penalty 3388.648969 = -119997.177553
  nChanged 4
		SP:Iteration 23Q (2627.380000 sec): 3 clusters
  Score: Raw -123391.631077 + Penalty 3388.648969 = -120002.982108
  nChanged 10
		SP:Iteration 24Q (2627.380000 sec): 3 clusters
  Score: Raw -123404.846536 + Penalty 3388.648969 = -120016.197567
  nChanged 4
		SP:Iteration 25Q (2627.380000 sec): 3 clusters
  Score: Raw -123411.000074 + Penalty 3388.648969 = -120022.351105
  nChanged 3
		SP:Iteration 26Q (2627.380000 sec): 3 clusters
  Score: Raw -123414.067471 + Penalty 3388.648969 = -120025.418502
  nChanged 2
		SP:Iteration 27Q (2627.390000 sec): 3 clusters
  Score: Raw -123416.829252 + Penalty 3388.648969 = -120028.180284
  nChanged 2
		SP:Iteration 28Q (2627.390000 sec): 3 clusters
  Score: Raw -123419.057527 + Penalty 3388.648969 = -120030.408559
  nChanged 1
		SP:Iteration 29Q (2627.400000 sec): 3 clusters
  Score: Raw -123419.692140 + Penalty 3388.648969 = -120031.043171
  nChanged 1
		SP:Iteration 30Q (2627.400000 sec): 3 clusters
  Score: Raw -123422.050694 + Penalty 3388.648969 = -120033.401725
  nChanged 1
		SP:Iteration 31Q (2627.400000 sec): 3 clusters
  Score: Raw -123424.930778 + Penalty 3388.648969 = -120036.281809
  nChanged 2
		SP:Iteration 32Q (2627.400000 sec): 3 clusters
  Score: Raw -123428.050845 + Penalty 3388.648969 = -120039.401876
  nChanged 3
		SP:Iteration 33Q (2627.410000 sec): 3 clusters
  Score: Raw -123435.439033 + Penalty 3388.648969 = -120046.790064
  nChanged 6
		SP:Iteration 34Q (2627.410000 sec): 3 clusters
  Score: Raw -123448.817712 + Penalty 3388.648969 = -120060.168744
  nChanged 9
		SP:Iteration 35Q (2627.410000 sec): 3 clusters
  Score: Raw -123467.396514 + Penalty 3388.648969 = -120078.747545
  nChanged 5
		SP:Iteration 36Q (2627.420000 sec): 3 clusters
  Score: Raw -123475.367919 + Penalty 3388.648969 = -120086.718951
  nChanged 0
		SP:Iteration 37F (2627.420000 sec): 3 clusters
  Score: Raw -123475.367919 + Penalty 3388.648969 = -120086.718951
  nChanged 0
Iteration 179Q (2635.600000 sec): 35 clusters
  Score: Raw -117615553.919569 + Penalty 114739.327988 = -117500814.591580
  nChanged 272
Iteration 180F (2671.730000 sec): 35 clusters
  Score: Raw -117615645.547818 + Penalty 114739.327988 = -117500906.219830
  nChanged 224
Iteration 181Q (2679.910000 sec): 35 clusters
  Score: Raw -117615722.600652 + Penalty 114739.327988 = -117500983.272664
  nChanged 205
Iteration 182Q (2688.100000 sec): 35 clusters
  Score: Raw -117615748.115502 + Penalty 114739.327988 = -117501008.787514
  nChanged 186
Iteration 183Q (2696.290000 sec): 35 clusters
  Score: Raw -117615764.956515 + Penalty 114739.327988 = -117501025.628527
  nChanged 173
Iteration 184Q (2704.440000 sec): 35 clusters
  Score: Raw -117615775.472350 + Penalty 114739.327988 = -117501036.144362
  nChanged 158
Iteration 185Q (2712.550000 sec): 35 clusters
  Score: Raw -117615786.373614 + Penalty 114739.327988 = -117501047.045626
  nChanged 134
Iteration 186Q (2720.690000 sec): 35 clusters
  Score: Raw -117615794.451779 + Penalty 114739.327988 = -117501055.123791
  nChanged 140
Iteration 187Q (2728.830000 sec): 35 clusters
  Score: Raw -117615803.265148 + Penalty 114739.327988 = -117501063.937160
  nChanged 145
Iteration 188Q (2736.960000 sec): 35 clusters
  Score: Raw -117615810.688762 + Penalty 114739.327988 = -117501071.360774
  nChanged 120
Iteration 189Q (2745.190000 sec): 35 clusters
  Score: Raw -117615816.073856 + Penalty 114739.327988 = -117501076.745867
  nChanged 107
Iteration 190Q (2753.390000 sec): 35 clusters
  Score: Raw -117615820.470589 + Penalty 114739.327988 = -117501081.142601
  nChanged 84
Iteration 191Q (2761.550000 sec): 35 clusters
  Score: Raw -117615824.001297 + Penalty 114739.327988 = -117501084.673309
  nChanged 77
Iteration 192Q (2769.710000 sec): 35 clusters
  Score: Raw -117615827.683336 + Penalty 114739.327988 = -117501088.355348
  nChanged 98
Iteration 193Q (2777.920000 sec): 35 clusters
  Score: Raw -117615831.601663 + Penalty 114739.327988 = -117501092.273674
  nChanged 90
Iteration 194Q (2786.100000 sec): 35 clusters
  Score: Raw -117615836.985377 + Penalty 114739.327988 = -117501097.657389
  nChanged 86
Iteration 195Q (2794.290000 sec): 35 clusters
  Score: Raw -117615840.794582 + Penalty 114739.327988 = -117501101.466594
  nChanged 91
Iteration 196Q (2802.460000 sec): 35 clusters
  Score: Raw -117615843.654743 + Penalty 114739.327988 = -117501104.326754
  nChanged 82
Iteration 197Q (2810.600000 sec): 35 clusters
  Score: Raw -117615846.322174 + Penalty 114739.327988 = -117501106.994186
  nChanged 72
Iteration 198Q (2818.740000 sec): 35 clusters
  Score: Raw -117615848.291191 + Penalty 114739.327988 = -117501108.963202
  nChanged 59
Iteration 199Q (2826.880000 sec): 35 clusters
  Score: Raw -117615850.692516 + Penalty 114739.327988 = -117501111.364528
  nChanged 52
Iteration 200F (2863.030000 sec): 35 clusters
  Score: Raw -117615853.147531 + Penalty 114739.327988 = -117501113.819543
  nChanged 57
Iteration 201Q (2871.250000 sec): 35 clusters
  Score: Raw -117615855.549404 + Penalty 114739.327988 = -117501116.221416
  nChanged 49
Iteration 202Q (2879.400000 sec): 35 clusters
  Score: Raw -117615857.225171 + Penalty 114739.327988 = -117501117.897183
  nChanged 36
Iteration 203Q (2887.530000 sec): 35 clusters
  Score: Raw -117615858.795139 + Penalty 114739.327988 = -117501119.467151
  nChanged 31
Iteration 204Q (2895.670000 sec): 35 clusters
  Score: Raw -117615860.286702 + Penalty 114739.327988 = -117501120.958714
  nChanged 41
Iteration 205Q (2903.820000 sec): 35 clusters
  Score: Raw -117615861.778098 + Penalty 114739.327988 = -117501122.450110
  nChanged 30
Iteration 206Q (2912.070000 sec): 35 clusters
  Score: Raw -117615862.682446 + Penalty 114739.327988 = -117501123.354458
  nChanged 32
Iteration 207Q (2920.270000 sec): 35 clusters
  Score: Raw -117615863.348063 + Penalty 114739.327988 = -117501124.020074
  nChanged 24
Iteration 208Q (2928.410000 sec): 35 clusters
  Score: Raw -117615863.843794 + Penalty 114739.327988 = -117501124.515806
  nChanged 24
Iteration 209Q (2936.570000 sec): 35 clusters
  Score: Raw -117615864.137778 + Penalty 114739.327988 = -117501124.809789
  nChanged 23
Iteration 210Q (2944.710000 sec): 35 clusters
  Score: Raw -117615864.340904 + Penalty 114739.327988 = -117501125.012915
  nChanged 24
Iteration 211Q (2952.870000 sec): 35 clusters
  Score: Raw -117615864.585704 + Penalty 114739.327988 = -117501125.257716
  nChanged 16
Iteration 212Q (2961.060000 sec): 35 clusters
  Score: Raw -117615864.715477 + Penalty 114739.327988 = -117501125.387489
  nChanged 6
Iteration 213Q (2969.210000 sec): 35 clusters
  Score: Raw -117615864.760206 + Penalty 114739.327988 = -117501125.432218
  nChanged 8
Iteration 214Q (2977.320000 sec): 35 clusters
  Score: Raw -117615864.857426 + Penalty 114739.327988 = -117501125.529438
  nChanged 11
Iteration 215Q (2985.480000 sec): 35 clusters
  Score: Raw -117615865.023168 + Penalty 114739.327988 = -117501125.695180
  nChanged 10
Iteration 216Q (2993.600000 sec): 35 clusters
  Score: Raw -117615865.246423 + Penalty 114739.327988 = -117501125.918435
  nChanged 7
Iteration 217Q (3001.950000 sec): 35 clusters
  Score: Raw -117615865.470095 + Penalty 114739.327988 = -117501126.142107
  nChanged 9
Iteration 218Q (3010.550000 sec): 35 clusters
  Score: Raw -117615865.816945 + Penalty 114739.327988 = -117501126.488957
  nChanged 7
Writing temp clu file 
Because OldScore, -117501126.142107, is greater than current (better) Score,-117501126.488957 
 Compute initial score before splitting:   Score: Raw -117615865.816945 + Penalty 114739.327988 = -117501126.488957
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3010.700000 sec): 2 clusters
  Score: Raw -122761.033076 + Penalty 1666.315262 = -121094.717813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3010.700000 sec): 3 clusters
  Score: Raw -122599.237833 + Penalty 3332.630525 = -119266.607309
  nChanged 186
		SP:Iteration 1F (3010.700000 sec): 3 clusters
  Score: Raw -122809.135008 + Penalty 3332.630525 = -119476.504483
  nChanged 42
		SP:Iteration 2F (3010.710000 sec): 3 clusters
  Score: Raw -122874.541583 + Penalty 3332.630525 = -119541.911058
  nChanged 18
		SP:Iteration 3Q (3010.710000 sec): 3 clusters
  Score: Raw -122910.629772 + Penalty 3332.630525 = -119577.999247
  nChanged 16
		SP:Iteration 4Q (3010.710000 sec): 3 clusters
  Score: Raw -122930.234702 + Penalty 3332.630525 = -119597.604177
  nChanged 4
		SP:Iteration 5Q (3010.720000 sec): 3 clusters
  Score: Raw -122934.051399 + Penalty 3332.630525 = -119601.420875
  nChanged 4
		SP:Iteration 6Q (3010.720000 sec): 3 clusters
  Score: Raw -122936.793869 + Penalty 3332.630525 = -119604.163344
  nChanged 4
		SP:Iteration 7Q (3010.720000 sec): 3 clusters
  Score: Raw -122945.254341 + Penalty 3332.630525 = -119612.623816
  nChanged 7
		SP:Iteration 8Q (3010.730000 sec): 3 clusters
  Score: Raw -122951.196779 + Penalty 3332.630525 = -119618.566254
  nChanged 4
		SP:Iteration 9Q (3010.730000 sec): 3 clusters
  Score: Raw -122954.513815 + Penalty 3332.630525 = -119621.883290
  nChanged 0
		SP:Iteration 10F (3010.730000 sec): 3 clusters
  Score: Raw -122954.513815 + Penalty 3332.630525 = -119621.883290
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3010.740000 sec): 2 clusters
  Score: Raw -179904.369306 + Penalty 1762.234960 = -178142.134345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3010.740000 sec): 3 clusters
  Score: Raw -179550.976430 + Penalty 3524.469920 = -176026.506510
  nChanged 318
		SP:Iteration 1F (3010.750000 sec): 3 clusters
  Score: Raw -179840.285299 + Penalty 3524.469920 = -176315.815378
  nChanged 77
		SP:Iteration 2F (3010.750000 sec): 3 clusters
  Score: Raw -179940.870083 + Penalty 3524.469920 = -176416.400163
  nChanged 52
		SP:Iteration 3Q (3010.760000 sec): 3 clusters
  Score: Raw -180052.597899 + Penalty 3524.469920 = -176528.127979
  nChanged 49
		SP:Iteration 4Q (3010.760000 sec): 3 clusters
  Score: Raw -180139.148989 + Penalty 3524.469920 = -176614.679069
  nChanged 40
		SP:Iteration 5Q (3010.770000 sec): 3 clusters
  Score: Raw -180203.345668 + Penalty 3524.469920 = -176678.875748
  nChanged 40
		SP:Iteration 6Q (3010.770000 sec): 3 clusters
  Score: Raw -180264.988909 + Penalty 3524.469920 = -176740.518989
  nChanged 34
		SP:Iteration 7Q (3010.780000 sec): 3 clusters
  Score: Raw -180306.593399 + Penalty 3524.469920 = -176782.123478
  nChanged 27
		SP:Iteration 8Q (3010.780000 sec): 3 clusters
  Score: Raw -180360.116383 + Penalty 3524.469920 = -176835.646463
  nChanged 22
		SP:Iteration 9Q (3010.790000 sec): 3 clusters
  Score: Raw -180388.766076 + Penalty 3524.469920 = -176864.296155
  nChanged 20
		SP:Iteration 10Q (3010.790000 sec): 3 clusters
  Score: Raw -180421.995615 + Penalty 3524.469920 = -176897.525695
  nChanged 21
		SP:Iteration 11Q (3010.790000 sec): 3 clusters
  Score: Raw -180449.547826 + Penalty 3524.469920 = -176925.077905
  nChanged 19
		SP:Iteration 12Q (3010.800000 sec): 3 clusters
  Score: Raw -180480.141792 + Penalty 3524.469920 = -176955.671872
  nChanged 12
		SP:Iteration 13Q (3010.810000 sec): 3 clusters
  Score: Raw -180495.959215 + Penalty 3524.469920 = -176971.489294
  nChanged 12
		SP:Iteration 14Q (3010.810000 sec): 3 clusters
  Score: Raw -180508.712788 + Penalty 3524.469920 = -176984.242868
  nChanged 16
		SP:Iteration 15Q (3010.810000 sec): 3 clusters
  Score: Raw -180527.084019 + Penalty 3524.469920 = -177002.614099
  nChanged 9
		SP:Iteration 16Q (3010.820000 sec): 3 clusters
  Score: Raw -180537.504647 + Penalty 3524.469920 = -177013.034727
  nChanged 8
		SP:Iteration 17Q (3010.820000 sec): 3 clusters
  Score: Raw -180546.861153 + Penalty 3524.469920 = -177022.391233
  nChanged 5
		SP:Iteration 18Q (3010.830000 sec): 3 clusters
  Score: Raw -180551.449959 + Penalty 3524.469920 = -177026.980039
  nChanged 5
		SP:Iteration 19Q (3010.830000 sec): 3 clusters
  Score: Raw -180558.029417 + Penalty 3524.469920 = -177033.559497
  nChanged 1
		SP:Iteration 20F (3010.840000 sec): 3 clusters
  Score: Raw -180558.829379 + Penalty 3524.469920 = -177034.359459
  nChanged 1
		SP:Iteration 21Q (3010.840000 sec): 3 clusters
  Score: Raw -180559.537263 + Penalty 3524.469920 = -177035.067343
  nChanged 3
		SP:Iteration 22Q (3010.850000 sec): 3 clusters
  Score: Raw -180572.697001 + Penalty 3524.469920 = -177048.227081
  nChanged 3
		SP:Iteration 23Q (3010.850000 sec): 3 clusters
  Score: Raw -180576.252687 + Penalty 3524.469920 = -177051.782767
  nChanged 1
		SP:Iteration 24Q (3010.850000 sec): 3 clusters
  Score: Raw -180578.554696 + Penalty 3524.469920 = -177054.084776
  nChanged 3
		SP:Iteration 25Q (3010.860000 sec): 3 clusters
  Score: Raw -180587.326782 + Penalty 3524.469920 = -177062.856861
  nChanged 4
		SP:Iteration 26Q (3010.860000 sec): 3 clusters
  Score: Raw -180595.191572 + Penalty 3524.469920 = -177070.721652
  nChanged 5
		SP:Iteration 27Q (3010.870000 sec): 3 clusters
  Score: Raw -180601.603918 + Penalty 3524.469920 = -177077.133998
  nChanged 4
		SP:Iteration 28Q (3010.870000 sec): 3 clusters
  Score: Raw -180607.852864 + Penalty 3524.469920 = -177083.382943
  nChanged 4
		SP:Iteration 29Q (3010.870000 sec): 3 clusters
  Score: Raw -180611.599987 + Penalty 3524.469920 = -177087.130067
  nChanged 5
		SP:Iteration 30Q (3010.880000 sec): 3 clusters
  Score: Raw -180615.634516 + Penalty 3524.469920 = -177091.164596
  nChanged 2
		SP:Iteration 31Q (3010.890000 sec): 3 clusters
  Score: Raw -180622.481099 + Penalty 3524.469920 = -177098.011179
  nChanged 2
		SP:Iteration 32Q (3010.890000 sec): 3 clusters
  Score: Raw -180624.496903 + Penalty 3524.469920 = -177100.026983
  nChanged 1
		SP:Iteration 33Q (3010.890000 sec): 3 clusters
  Score: Raw -180625.814827 + Penalty 3524.469920 = -177101.344907
  nChanged 2
		SP:Iteration 34Q (3010.900000 sec): 3 clusters
  Score: Raw -180630.637098 + Penalty 3524.469920 = -177106.167178
  nChanged 3
		SP:Iteration 35Q (3010.900000 sec): 3 clusters
  Score: Raw -180635.915886 + Penalty 3524.469920 = -177111.445965
  nChanged 3
		SP:Iteration 36Q (3010.910000 sec): 3 clusters
  Score: Raw -180639.541183 + Penalty 3524.469920 = -177115.071263
  nChanged 5
		SP:Iteration 37Q (3010.910000 sec): 3 clusters
  Score: Raw -180646.314628 + Penalty 3524.469920 = -177121.844708
  nChanged 5
		SP:Iteration 38Q (3010.910000 sec): 3 clusters
  Score: Raw -180654.169808 + Penalty 3524.469920 = -177129.699887
  nChanged 4
		SP:Iteration 39Q (3010.920000 sec): 3 clusters
  Score: Raw -180660.662659 + Penalty 3524.469920 = -177136.192739
  nChanged 5
		SP:Iteration 40F (3010.920000 sec): 3 clusters
  Score: Raw -180666.365199 + Penalty 3524.469920 = -177141.895279
  nChanged 4
		SP:Iteration 41Q (3010.930000 sec): 3 clusters
  Score: Raw -180669.495774 + Penalty 3524.469920 = -177145.025854
  nChanged 2
		SP:Iteration 42Q (3010.930000 sec): 3 clusters
  Score: Raw -180671.590573 + Penalty 3524.469920 = -177147.120653
  nChanged 1
		SP:Iteration 43Q (3010.940000 sec): 3 clusters
  Score: Raw -180672.035922 + Penalty 3524.469920 = -177147.566002
  nChanged 2
		SP:Iteration 44Q (3010.940000 sec): 3 clusters
  Score: Raw -180674.542113 + Penalty 3524.469920 = -177150.072193
  nChanged 2
		SP:Iteration 45Q (3010.950000 sec): 3 clusters
  Score: Raw -180676.391196 + Penalty 3524.469920 = -177151.921275
  nChanged 0
		SP:Iteration 46F (3010.950000 sec): 3 clusters
  Score: Raw -180676.391196 + Penalty 3524.469920 = -177151.921275
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3010.950000 sec): 2 clusters
  Score: Raw -22540.062065 + Penalty 1297.314937 = -21242.747128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3010.950000 sec): 3 clusters
  Score: Raw -22854.968678 + Penalty 2594.629874 = -20260.338804
  nChanged 26
		SP:Iteration 1F (3010.950000 sec): 3 clusters
  Score: Raw -23003.305228 + Penalty 2594.629874 = -20408.675354
  nChanged 10
		SP:Iteration 2F (3010.950000 sec): 3 clusters
  Score: Raw -23048.037317 + Penalty 2594.629874 = -20453.407443
  nChanged 5
		SP:Iteration 3Q (3010.950000 sec): 3 clusters
  Score: Raw -23077.464398 + Penalty 2594.629874 = -20482.834524
  nChanged 4
		SP:Iteration 4Q (3010.960000 sec): 3 clusters
  Score: Raw -23178.489560 + Penalty 2594.629874 = -20583.859686
  nChanged 3
		SP:Iteration 5Q (3010.960000 sec): 3 clusters
  Score: Raw -23191.996654 + Penalty 2594.629874 = -20597.366780
  nChanged 2
		SP:Iteration 6Q (3010.960000 sec): 3 clusters
  Score: Raw -23203.638441 + Penalty 2594.629874 = -20609.008567
  nChanged 0
		SP:Iteration 7F (3010.960000 sec): 3 clusters
  Score: Raw -23203.638441 + Penalty 2594.629874 = -20609.008567
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (2808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3010.970000 sec): 2 clusters
  Score: Raw -412082.647571 + Penalty 1969.176486 = -410113.471085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3010.980000 sec): 3 clusters
  Score: Raw -410926.325514 + Penalty 3938.352972 = -406987.972543
  nChanged 957
		SP:Iteration 1F (3010.990000 sec): 3 clusters
  Score: Raw -411614.299857 + Penalty 3938.352972 = -407675.946885
  nChanged 224
		SP:Iteration 2F (3011.010000 sec): 3 clusters
  Score: Raw -411825.697696 + Penalty 3938.352972 = -407887.344724
  nChanged 153
		SP:Iteration 3F (3011.010000 sec): 3 clusters
  Score: Raw -411959.481683 + Penalty 3938.352972 = -408021.128711
  nChanged 114
		SP:Iteration 4Q (3011.030000 sec): 3 clusters
  Score: Raw -412075.596595 + Penalty 3938.352972 = -408137.243624
  nChanged 118
		SP:Iteration 5Q (3011.040000 sec): 3 clusters
  Score: Raw -412179.765664 + Penalty 3938.352972 = -408241.412693
  nChanged 110
		SP:Iteration 6Q (3011.050000 sec): 3 clusters
  Score: Raw -412279.978623 + Penalty 3938.352972 = -408341.625651
  nChanged 102
		SP:Iteration 7Q (3011.060000 sec): 3 clusters
  Score: Raw -412388.190535 + Penalty 3938.352972 = -408449.837563
  nChanged 102
		SP:Iteration 8Q (3011.070000 sec): 3 clusters
  Score: Raw -412474.260300 + Penalty 3938.352972 = -408535.907329
  nChanged 67
		SP:Iteration 9Q (3011.080000 sec): 3 clusters
  Score: Raw -412538.301719 + Penalty 3938.352972 = -408599.948747
  nChanged 65
		SP:Iteration 10Q (3011.090000 sec): 3 clusters
  Score: Raw -412595.696514 + Penalty 3938.352972 = -408657.343542
  nChanged 67
		SP:Iteration 11Q (3011.100000 sec): 3 clusters
  Score: Raw -412655.277915 + Penalty 3938.352972 = -408716.924944
  nChanged 57
		SP:Iteration 12Q (3011.110000 sec): 3 clusters
  Score: Raw -412713.104544 + Penalty 3938.352972 = -408774.751572
  nChanged 59
		SP:Iteration 13Q (3011.130000 sec): 3 clusters
  Score: Raw -412779.311291 + Penalty 3938.352972 = -408840.958319
  nChanged 54
		SP:Iteration 14Q (3011.130000 sec): 3 clusters
  Score: Raw -412838.164107 + Penalty 3938.352972 = -408899.811135
  nChanged 37
		SP:Iteration 15Q (3011.150000 sec): 3 clusters
  Score: Raw -412883.158313 + Penalty 3938.352972 = -408944.805341
  nChanged 33
		SP:Iteration 16Q (3011.150000 sec): 3 clusters
  Score: Raw -412913.173834 + Penalty 3938.352972 = -408974.820863
  nChanged 17
		SP:Iteration 17Q (3011.170000 sec): 3 clusters
  Score: Raw -412933.658274 + Penalty 3938.352972 = -408995.305303
  nChanged 12
		SP:Iteration 18Q (3011.170000 sec): 3 clusters
  Score: Raw -412944.666310 + Penalty 3938.352972 = -409006.313338
  nChanged 14
		SP:Iteration 19Q (3011.180000 sec): 3 clusters
  Score: Raw -412955.346695 + Penalty 3938.352972 = -409016.993724
  nChanged 10
		SP:Iteration 20F (3011.190000 sec): 3 clusters
  Score: Raw -412963.831836 + Penalty 3938.352972 = -409025.478865
  nChanged 7
		SP:Iteration 21Q (3011.210000 sec): 3 clusters
  Score: Raw -412968.261543 + Penalty 3938.352972 = -409029.908571
  nChanged 3
		SP:Iteration 22Q (3011.210000 sec): 3 clusters
  Score: Raw -412970.622627 + Penalty 3938.352972 = -409032.269656
  nChanged 5
		SP:Iteration 23Q (3011.220000 sec): 3 clusters
  Score: Raw -412973.343977 + Penalty 3938.352972 = -409034.991005
  nChanged 0
		SP:Iteration 24F (3011.230000 sec): 3 clusters
  Score: Raw -412973.343977 + Penalty 3938.352972 = -409034.991005
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3011.240000 sec): 2 clusters
  Score: Raw -77809.852459 + Penalty 1571.093454 = -76238.759005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3011.240000 sec): 3 clusters
  Score: Raw -77855.282703 + Penalty 3142.186909 = -74713.095795
  nChanged 137
		SP:Iteration 1F (3011.240000 sec): 3 clusters
  Score: Raw -78294.564687 + Penalty 3142.186909 = -75152.377778
  nChanged 64
		SP:Iteration 2F (3011.250000 sec): 3 clusters
  Score: Raw -78655.506074 + Penalty 3142.186909 = -75513.319165
  nChanged 38
		SP:Iteration 3F (3011.250000 sec): 3 clusters
  Score: Raw -78918.512353 + Penalty 3142.186909 = -75776.325444
  nChanged 27
		SP:Iteration 4Q (3011.250000 sec): 3 clusters
  Score: Raw -79029.113579 + Penalty 3142.186909 = -75886.926670
  nChanged 14
		SP:Iteration 5Q (3011.250000 sec): 3 clusters
  Score: Raw -79081.490402 + Penalty 3142.186909 = -75939.303493
  nChanged 12
		SP:Iteration 6Q (3011.250000 sec): 3 clusters
  Score: Raw -79120.829626 + Penalty 3142.186909 = -75978.642717
  nChanged 10
		SP:Iteration 7Q (3011.250000 sec): 3 clusters
  Score: Raw -79156.781079 + Penalty 3142.186909 = -76014.594171
  nChanged 6
		SP:Iteration 8Q (3011.260000 sec): 3 clusters
  Score: Raw -79170.550591 + Penalty 3142.186909 = -76028.363683
  nChanged 1
		SP:Iteration 9Q (3011.260000 sec): 3 clusters
  Score: Raw -79171.348299 + Penalty 3142.186909 = -76029.161390
  nChanged 1
		SP:Iteration 10Q (3011.260000 sec): 3 clusters
  Score: Raw -79178.106151 + Penalty 3142.186909 = -76035.919242
  nChanged 0
		SP:Iteration 11F (3011.260000 sec): 3 clusters
  Score: Raw -79178.106151 + Penalty 3142.186909 = -76035.919242
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3011.330000 sec): 2 clusters
  Score: Raw -2464024.121161 + Penalty 2427.443022 = -2461596.678139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3011.410000 sec): 3 clusters
  Score: Raw -2453763.286573 + Penalty 4854.886044 = -2448908.400530
  nChanged 7740
		SP:Iteration 1F (3011.480000 sec): 3 clusters
  Score: Raw -2458021.881025 + Penalty 4854.886044 = -2453166.994982
  nChanged 1092
		SP:Iteration 2F (3011.550000 sec): 3 clusters
  Score: Raw -2458629.249144 + Penalty 4854.886044 = -2453774.363101
  nChanged 1061
		SP:Iteration 3F (3011.620000 sec): 3 clusters
  Score: Raw -2459196.722173 + Penalty 4854.886044 = -2454341.836130
  nChanged 974
		SP:Iteration 4F (3011.700000 sec): 3 clusters
  Score: Raw -2459710.643503 + Penalty 4854.886044 = -2454855.757459
  nChanged 931
		SP:Iteration 5F (3011.770000 sec): 3 clusters
  Score: Raw -2460184.109908 + Penalty 4854.886044 = -2455329.223864
  nChanged 846
		SP:Iteration 6Q (3011.850000 sec): 3 clusters
  Score: Raw -2460578.623832 + Penalty 4854.886044 = -2455723.737788
  nChanged 722
		SP:Iteration 7Q (3011.920000 sec): 3 clusters
  Score: Raw -2460913.765835 + Penalty 4854.886044 = -2456058.879791
  nChanged 652
		SP:Iteration 8Q (3012.000000 sec): 3 clusters
  Score: Raw -2461197.062001 + Penalty 4854.886044 = -2456342.175958
  nChanged 586
		SP:Iteration 9Q (3012.070000 sec): 3 clusters
  Score: Raw -2461453.233288 + Penalty 4854.886044 = -2456598.347245
  nChanged 545
		SP:Iteration 10Q (3012.150000 sec): 3 clusters
  Score: Raw -2461690.379365 + Penalty 4854.886044 = -2456835.493321
  nChanged 479
		SP:Iteration 11Q (3012.220000 sec): 3 clusters
  Score: Raw -2461896.637871 + Penalty 4854.886044 = -2457041.751828
  nChanged 468
		SP:Iteration 12Q (3012.290000 sec): 3 clusters
  Score: Raw -2462078.870837 + Penalty 4854.886044 = -2457223.984793
  nChanged 375
		SP:Iteration 13Q (3012.370000 sec): 3 clusters
  Score: Raw -2462219.077126 + Penalty 4854.886044 = -2457364.191082
  nChanged 349
		SP:Iteration 14Q (3012.440000 sec): 3 clusters
  Score: Raw -2462330.762838 + Penalty 4854.886044 = -2457475.876794
  nChanged 263
		SP:Iteration 15Q (3012.510000 sec): 3 clusters
  Score: Raw -2462407.446399 + Penalty 4854.886044 = -2457552.560355
  nChanged 250
		SP:Iteration 16Q (3012.580000 sec): 3 clusters
  Score: Raw -2462474.625078 + Penalty 4854.886044 = -2457619.739034
  nChanged 192
		SP:Iteration 17Q (3012.650000 sec): 3 clusters
  Score: Raw -2462522.266373 + Penalty 4854.886044 = -2457667.380329
  nChanged 163
		SP:Iteration 18Q (3012.720000 sec): 3 clusters
  Score: Raw -2462557.974300 + Penalty 4854.886044 = -2457703.088256
  nChanged 120
		SP:Iteration 19Q (3012.800000 sec): 3 clusters
  Score: Raw -2462580.396780 + Penalty 4854.886044 = -2457725.510736
  nChanged 108
		SP:Iteration 20F (3012.870000 sec): 3 clusters
  Score: Raw -2462598.381671 + Penalty 4854.886044 = -2457743.495628
  nChanged 97
		SP:Iteration 21Q (3012.940000 sec): 3 clusters
  Score: Raw -2462616.432680 + Penalty 4854.886044 = -2457761.546636
  nChanged 95
		SP:Iteration 22Q (3013.010000 sec): 3 clusters
  Score: Raw -2462634.022494 + Penalty 4854.886044 = -2457779.136451
  nChanged 101
		SP:Iteration 23Q (3013.080000 sec): 3 clusters
  Score: Raw -2462653.546838 + Penalty 4854.886044 = -2457798.660794
  nChanged 85
		SP:Iteration 24Q (3013.150000 sec): 3 clusters
  Score: Raw -2462668.151598 + Penalty 4854.886044 = -2457813.265554
  nChanged 91
		SP:Iteration 25Q (3013.220000 sec): 3 clusters
  Score: Raw -2462687.143552 + Penalty 4854.886044 = -2457832.257508
  nChanged 115
		SP:Iteration 26Q (3013.280000 sec): 3 clusters
  Score: Raw -2462711.700586 + Penalty 4854.886044 = -2457856.814543
  nChanged 123
		SP:Iteration 27Q (3013.360000 sec): 3 clusters
  Score: Raw -2462742.122350 + Penalty 4854.886044 = -2457887.236307
  nChanged 133
		SP:Iteration 28Q (3013.420000 sec): 3 clusters
  Score: Raw -2462776.665634 + Penalty 4854.886044 = -2457921.779590
  nChanged 133
		SP:Iteration 29Q (3013.490000 sec): 3 clusters
  Score: Raw -2462812.762874 + Penalty 4854.886044 = -2457957.876831
  nChanged 156
		SP:Iteration 30Q (3013.560000 sec): 3 clusters
  Score: Raw -2462861.308112 + Penalty 4854.886044 = -2458006.422069
  nChanged 174
		SP:Iteration 31Q (3013.640000 sec): 3 clusters
  Score: Raw -2462918.697555 + Penalty 4854.886044 = -2458063.811512
  nChanged 184
		SP:Iteration 32Q (3013.710000 sec): 3 clusters
  Score: Raw -2462977.378394 + Penalty 4854.886044 = -2458122.492350
  nChanged 182
		SP:Iteration 33Q (3013.780000 sec): 3 clusters
  Score: Raw -2463035.231268 + Penalty 4854.886044 = -2458180.345224
  nChanged 185
		SP:Iteration 34Q (3013.850000 sec): 3 clusters
  Score: Raw -2463088.052037 + Penalty 4854.886044 = -2458233.165993
  nChanged 180
		SP:Iteration 35Q (3013.920000 sec): 3 clusters
  Score: Raw -2463145.568644 + Penalty 4854.886044 = -2458290.682600
  nChanged 174
		SP:Iteration 36Q (3013.990000 sec): 3 clusters
  Score: Raw -2463201.513908 + Penalty 4854.886044 = -2458346.627865
  nChanged 165
		SP:Iteration 37Q (3014.060000 sec): 3 clusters
  Score: Raw -2463253.405925 + Penalty 4854.886044 = -2458398.519882
  nChanged 173
		SP:Iteration 38Q (3014.130000 sec): 3 clusters
  Score: Raw -2463301.661200 + Penalty 4854.886044 = -2458446.775156
  nChanged 150
		SP:Iteration 39Q (3014.200000 sec): 3 clusters
  Score: Raw -2463341.278415 + Penalty 4854.886044 = -2458486.392371
  nChanged 138
		SP:Iteration 40F (3014.270000 sec): 3 clusters
  Score: Raw -2463376.520192 + Penalty 4854.886044 = -2458521.634148
  nChanged 144
		SP:Iteration 41Q (3014.340000 sec): 3 clusters
  Score: Raw -2463413.259971 + Penalty 4854.886044 = -2458558.373927
  nChanged 136
		SP:Iteration 42Q (3014.400000 sec): 3 clusters
  Score: Raw -2463447.335626 + Penalty 4854.886044 = -2458592.449583
  nChanged 145
		SP:Iteration 43Q (3014.470000 sec): 3 clusters
  Score: Raw -2463484.753487 + Penalty 4854.886044 = -2458629.867444
  nChanged 141
		SP:Iteration 44Q (3014.540000 sec): 3 clusters
  Score: Raw -2463523.515923 + Penalty 4854.886044 = -2458668.629879
  nChanged 143
		SP:Iteration 45Q (3014.600000 sec): 3 clusters
  Score: Raw -2463563.325199 + Penalty 4854.886044 = -2458708.439155
  nChanged 145
		SP:Iteration 46Q (3014.670000 sec): 3 clusters
  Score: Raw -2463605.466930 + Penalty 4854.886044 = -2458750.580886
  nChanged 129
		SP:Iteration 47Q (3014.740000 sec): 3 clusters
  Score: Raw -2463641.091249 + Penalty 4854.886044 = -2458786.205206
  nChanged 122
		SP:Iteration 48Q (3014.800000 sec): 3 clusters
  Score: Raw -2463677.956770 + Penalty 4854.886044 = -2458823.070726
  nChanged 114
		SP:Iteration 49Q (3014.870000 sec): 3 clusters
  Score: Raw -2463709.097069 + Penalty 4854.886044 = -2458854.211025
  nChanged 106
		SP:Iteration 50Q (3014.930000 sec): 3 clusters
  Score: Raw -2463737.477583 + Penalty 4854.886044 = -2458882.591540
  nChanged 100
		SP:Iteration 51Q (3014.990000 sec): 3 clusters
  Score: Raw -2463766.400642 + Penalty 4854.886044 = -2458911.514599
  nChanged 112
		SP:Iteration 52Q (3015.060000 sec): 3 clusters
  Score: Raw -2463799.075403 + Penalty 4854.886044 = -2458944.189359
  nChanged 100
		SP:Iteration 53Q (3015.120000 sec): 3 clusters
  Score: Raw -2463825.051706 + Penalty 4854.886044 = -2458970.165662
  nChanged 102
		SP:Iteration 54Q (3015.180000 sec): 3 clusters
  Score: Raw -2463848.275571 + Penalty 4854.886044 = -2458993.389527
  nChanged 79
		SP:Iteration 55Q (3015.250000 sec): 3 clusters
  Score: Raw -2463868.341904 + Penalty 4854.886044 = -2459013.455860
  nChanged 96
		SP:Iteration 56Q (3015.310000 sec): 3 clusters
  Score: Raw -2463891.092818 + Penalty 4854.886044 = -2459036.206775
  nChanged 87
		SP:Iteration 57Q (3015.380000 sec): 3 clusters
  Score: Raw -2463913.619705 + Penalty 4854.886044 = -2459058.733661
  nChanged 95
		SP:Iteration 58Q (3015.440000 sec): 3 clusters
  Score: Raw -2463940.135628 + Penalty 4854.886044 = -2459085.249585
  nChanged 94
		SP:Iteration 59Q (3015.500000 sec): 3 clusters
  Score: Raw -2463969.888129 + Penalty 4854.886044 = -2459115.002085
  nChanged 90
		SP:Iteration 60F (3015.570000 sec): 3 clusters
  Score: Raw -2463994.466963 + Penalty 4854.886044 = -2459139.580920
  nChanged 87
		SP:Iteration 61Q (3015.640000 sec): 3 clusters
  Score: Raw -2464019.471206 + Penalty 4854.886044 = -2459164.585163
  nChanged 90
		SP:Iteration 62Q (3015.700000 sec): 3 clusters
  Score: Raw -2464044.799957 + Penalty 4854.886044 = -2459189.913913
  nChanged 79
		SP:Iteration 63Q (3015.760000 sec): 3 clusters
  Score: Raw -2464062.682435 + Penalty 4854.886044 = -2459207.796391
  nChanged 63
		SP:Iteration 64Q (3015.830000 sec): 3 clusters
  Score: Raw -2464074.893969 + Penalty 4854.886044 = -2459220.007926
  nChanged 55
		SP:Iteration 65Q (3015.890000 sec): 3 clusters
  Score: Raw -2464087.234008 + Penalty 4854.886044 = -2459232.347965
  nChanged 63
		SP:Iteration 66Q (3015.950000 sec): 3 clusters
  Score: Raw -2464102.447094 + Penalty 4854.886044 = -2459247.561050
  nChanged 56
		SP:Iteration 67Q (3016.020000 sec): 3 clusters
  Score: Raw -2464115.366670 + Penalty 4854.886044 = -2459260.480626
  nChanged 37
		SP:Iteration 68Q (3016.080000 sec): 3 clusters
  Score: Raw -2464123.770331 + Penalty 4854.886044 = -2459268.884287
  nChanged 31
		SP:Iteration 69Q (3016.140000 sec): 3 clusters
  Score: Raw -2464130.814138 + Penalty 4854.886044 = -2459275.928094
  nChanged 31
		SP:Iteration 70Q (3016.200000 sec): 3 clusters
  Score: Raw -2464136.424624 + Penalty 4854.886044 = -2459281.538580
  nChanged 35
		SP:Iteration 71Q (3016.270000 sec): 3 clusters
  Score: Raw -2464144.844959 + Penalty 4854.886044 = -2459289.958916
  nChanged 34
		SP:Iteration 72Q (3016.330000 sec): 3 clusters
  Score: Raw -2464150.887228 + Penalty 4854.886044 = -2459296.001184
  nChanged 29
		SP:Iteration 73Q (3016.390000 sec): 3 clusters
  Score: Raw -2464156.155895 + Penalty 4854.886044 = -2459301.269851
  nChanged 26
		SP:Iteration 74Q (3016.450000 sec): 3 clusters
  Score: Raw -2464160.732015 + Penalty 4854.886044 = -2459305.845971
  nChanged 27
		SP:Iteration 75Q (3016.510000 sec): 3 clusters
  Score: Raw -2464166.774834 + Penalty 4854.886044 = -2459311.888791
  nChanged 33
		SP:Iteration 76Q (3016.570000 sec): 3 clusters
  Score: Raw -2464173.694714 + Penalty 4854.886044 = -2459318.808670
  nChanged 24
		SP:Iteration 77Q (3016.630000 sec): 3 clusters
  Score: Raw -2464178.783961 + Penalty 4854.886044 = -2459323.897917
  nChanged 20
		SP:Iteration 78Q (3016.690000 sec): 3 clusters
  Score: Raw -2464182.114238 + Penalty 4854.886044 = -2459327.228194
  nChanged 23
		SP:Iteration 79Q (3016.750000 sec): 3 clusters
  Score: Raw -2464185.489085 + Penalty 4854.886044 = -2459330.603041
  nChanged 23
		SP:Iteration 80F (3016.820000 sec): 3 clusters
  Score: Raw -2464189.169858 + Penalty 4854.886044 = -2459334.283815
  nChanged 19
		SP:Iteration 81Q (3016.880000 sec): 3 clusters
  Score: Raw -2464192.250782 + Penalty 4854.886044 = -2459337.364738
  nChanged 17
		SP:Iteration 82Q (3016.940000 sec): 3 clusters
  Score: Raw -2464195.468837 + Penalty 4854.886044 = -2459340.582794
  nChanged 19
		SP:Iteration 83Q (3017.000000 sec): 3 clusters
  Score: Raw -2464199.421102 + Penalty 4854.886044 = -2459344.535058
  nChanged 14
		SP:Iteration 84Q (3017.060000 sec): 3 clusters
  Score: Raw -2464201.808884 + Penalty 4854.886044 = -2459346.922841
  nChanged 14
		SP:Iteration 85Q (3017.120000 sec): 3 clusters
  Score: Raw -2464204.798260 + Penalty 4854.886044 = -2459349.912217
  nChanged 18
		SP:Iteration 86Q (3017.170000 sec): 3 clusters
  Score: Raw -2464208.117422 + Penalty 4854.886044 = -2459353.231378
  nChanged 12
		SP:Iteration 87Q (3017.240000 sec): 3 clusters
  Score: Raw -2464210.454049 + Penalty 4854.886044 = -2459355.568005
  nChanged 6
		SP:Iteration 88Q (3017.300000 sec): 3 clusters
  Score: Raw -2464211.659799 + Penalty 4854.886044 = -2459356.773755
  nChanged 8
		SP:Iteration 89Q (3017.360000 sec): 3 clusters
  Score: Raw -2464213.143982 + Penalty 4854.886044 = -2459358.257938
  nChanged 9
		SP:Iteration 90Q (3017.420000 sec): 3 clusters
  Score: Raw -2464215.047706 + Penalty 4854.886044 = -2459360.161662
  nChanged 13
		SP:Iteration 91Q (3017.490000 sec): 3 clusters
  Score: Raw -2464217.230065 + Penalty 4854.886044 = -2459362.344021
  nChanged 8
		SP:Iteration 92Q (3017.550000 sec): 3 clusters
  Score: Raw -2464219.129124 + Penalty 4854.886044 = -2459364.243080
  nChanged 16
		SP:Iteration 93Q (3017.610000 sec): 3 clusters
  Score: Raw -2464222.452040 + Penalty 4854.886044 = -2459367.565996
  nChanged 12
		SP:Iteration 94Q (3017.670000 sec): 3 clusters
  Score: Raw -2464224.397139 + Penalty 4854.886044 = -2459369.511096
  nChanged 9
		SP:Iteration 95Q (3017.730000 sec): 3 clusters
  Score: Raw -2464226.096682 + Penalty 4854.886044 = -2459371.210638
  nChanged 10
		SP:Iteration 96Q (3017.790000 sec): 3 clusters
  Score: Raw -2464227.503896 + Penalty 4854.886044 = -2459372.617852
  nChanged 7
		SP:Iteration 97Q (3017.850000 sec): 3 clusters
  Score: Raw -2464229.028880 + Penalty 4854.886044 = -2459374.142836
  nChanged 9
		SP:Iteration 98Q (3017.910000 sec): 3 clusters
  Score: Raw -2464231.186190 + Penalty 4854.886044 = -2459376.300146
  nChanged 8
		SP:Iteration 99Q (3017.970000 sec): 3 clusters
  Score: Raw -2464232.411819 + Penalty 4854.886044 = -2459377.525775
  nChanged 5
		SP:Iteration 100F (3018.040000 sec): 3 clusters
  Score: Raw -2464232.818144 + Penalty 4854.886044 = -2459377.932100
  nChanged 2
		SP:Iteration 101Q (3018.100000 sec): 3 clusters
  Score: Raw -2464233.111791 + Penalty 4854.886044 = -2459378.225748
  nChanged 2
		SP:Iteration 102Q (3018.160000 sec): 3 clusters
  Score: Raw -2464233.577550 + Penalty 4854.886044 = -2459378.691506
  nChanged 2
		SP:Iteration 103Q (3018.220000 sec): 3 clusters
  Score: Raw -2464233.909984 + Penalty 4854.886044 = -2459379.023940
  nChanged 5
		SP:Iteration 104Q (3018.270000 sec): 3 clusters
  Score: Raw -2464234.331085 + Penalty 4854.886044 = -2459379.445041
  nChanged 2
		SP:Iteration 105Q (3018.330000 sec): 3 clusters
  Score: Raw -2464234.680078 + Penalty 4854.886044 = -2459379.794034
  nChanged 5
		SP:Iteration 106Q (3018.390000 sec): 3 clusters
  Score: Raw -2464236.035582 + Penalty 4854.886044 = -2459381.149538
  nChanged 3
		SP:Iteration 107Q (3018.450000 sec): 3 clusters
  Score: Raw -2464236.478109 + Penalty 4854.886044 = -2459381.592065
  nChanged 0
		SP:Iteration 108F (3018.520000 sec): 3 clusters
  Score: Raw -2464236.478109 + Penalty 4854.886044 = -2459381.592065
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3018.550000 sec): 2 clusters
  Score: Raw -1055727.530065 + Penalty 2202.523122 = -1053525.006944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3018.580000 sec): 3 clusters
  Score: Raw -1052032.042671 + Penalty 4405.046243 = -1047626.996428
  nChanged 2867
		SP:Iteration 1F (3018.610000 sec): 3 clusters
  Score: Raw -1053644.306241 + Penalty 4405.046243 = -1049239.259998
  nChanged 537
		SP:Iteration 2F (3018.640000 sec): 3 clusters
  Score: Raw -1053971.827346 + Penalty 4405.046243 = -1049566.781102
  nChanged 404
		SP:Iteration 3F (3018.670000 sec): 3 clusters
  Score: Raw -1054211.994885 + Penalty 4405.046243 = -1049806.948641
  nChanged 359
		SP:Iteration 4Q (3018.690000 sec): 3 clusters
  Score: Raw -1054425.446296 + Penalty 4405.046243 = -1050020.400053
  nChanged 346
		SP:Iteration 5Q (3018.720000 sec): 3 clusters
  Score: Raw -1054643.045556 + Penalty 4405.046243 = -1050237.999313
  nChanged 298
		SP:Iteration 6Q (3018.750000 sec): 3 clusters
  Score: Raw -1054812.994523 + Penalty 4405.046243 = -1050407.948280
  nChanged 259
		SP:Iteration 7Q (3018.780000 sec): 3 clusters
  Score: Raw -1054978.562927 + Penalty 4405.046243 = -1050573.516683
  nChanged 250
		SP:Iteration 8Q (3018.810000 sec): 3 clusters
  Score: Raw -1055139.845023 + Penalty 4405.046243 = -1050734.798780
  nChanged 228
		SP:Iteration 9Q (3018.840000 sec): 3 clusters
  Score: Raw -1055288.549805 + Penalty 4405.046243 = -1050883.503562
  nChanged 169
		SP:Iteration 10Q (3018.870000 sec): 3 clusters
  Score: Raw -1055401.638513 + Penalty 4405.046243 = -1050996.592270
  nChanged 170
		SP:Iteration 11Q (3018.890000 sec): 3 clusters
  Score: Raw -1055515.579114 + Penalty 4405.046243 = -1051110.532871
  nChanged 152
		SP:Iteration 12Q (3018.920000 sec): 3 clusters
  Score: Raw -1055619.376799 + Penalty 4405.046243 = -1051214.330556
  nChanged 140
		SP:Iteration 13Q (3018.950000 sec): 3 clusters
  Score: Raw -1055735.665381 + Penalty 4405.046243 = -1051330.619137
  nChanged 152
		SP:Iteration 14Q (3018.970000 sec): 3 clusters
  Score: Raw -1055871.897470 + Penalty 4405.046243 = -1051466.851227
  nChanged 128
		SP:Iteration 15Q (3019.000000 sec): 3 clusters
  Score: Raw -1055987.148585 + Penalty 4405.046243 = -1051582.102341
  nChanged 123
		SP:Iteration 16Q (3019.030000 sec): 3 clusters
  Score: Raw -1056093.591671 + Penalty 4405.046243 = -1051688.545428
  nChanged 119
		SP:Iteration 17Q (3019.050000 sec): 3 clusters
  Score: Raw -1056188.084444 + Penalty 4405.046243 = -1051783.038201
  nChanged 93
		SP:Iteration 18Q (3019.080000 sec): 3 clusters
  Score: Raw -1056259.547312 + Penalty 4405.046243 = -1051854.501069
  nChanged 76
		SP:Iteration 19Q (3019.100000 sec): 3 clusters
  Score: Raw -1056313.848865 + Penalty 4405.046243 = -1051908.802622
  nChanged 72
		SP:Iteration 20F (3019.130000 sec): 3 clusters
  Score: Raw -1056355.843133 + Penalty 4405.046243 = -1051950.796890
  nChanged 59
		SP:Iteration 21Q (3019.150000 sec): 3 clusters
  Score: Raw -1056386.553438 + Penalty 4405.046243 = -1051981.507194
  nChanged 55
		SP:Iteration 22Q (3019.180000 sec): 3 clusters
  Score: Raw -1056416.457090 + Penalty 4405.046243 = -1052011.410846
  nChanged 56
		SP:Iteration 23Q (3019.210000 sec): 3 clusters
  Score: Raw -1056442.355946 + Penalty 4405.046243 = -1052037.309703
  nChanged 44
		SP:Iteration 24Q (3019.230000 sec): 3 clusters
  Score: Raw -1056459.589807 + Penalty 4405.046243 = -1052054.543564
  nChanged 32
		SP:Iteration 25Q (3019.260000 sec): 3 clusters
  Score: Raw -1056476.451359 + Penalty 4405.046243 = -1052071.405116
  nChanged 39
		SP:Iteration 26Q (3019.290000 sec): 3 clusters
  Score: Raw -1056493.195009 + Penalty 4405.046243 = -1052088.148766
  nChanged 31
		SP:Iteration 27Q (3019.310000 sec): 3 clusters
  Score: Raw -1056506.782043 + Penalty 4405.046243 = -1052101.735799
  nChanged 25
		SP:Iteration 28Q (3019.330000 sec): 3 clusters
  Score: Raw -1056516.376012 + Penalty 4405.046243 = -1052111.329769
  nChanged 19
		SP:Iteration 29Q (3019.370000 sec): 3 clusters
  Score: Raw -1056524.673228 + Penalty 4405.046243 = -1052119.626985
  nChanged 25
		SP:Iteration 30Q (3019.390000 sec): 3 clusters
  Score: Raw -1056533.821250 + Penalty 4405.046243 = -1052128.775006
  nChanged 23
		SP:Iteration 31Q (3019.410000 sec): 3 clusters
  Score: Raw -1056542.372320 + Penalty 4405.046243 = -1052137.326077
  nChanged 18
		SP:Iteration 32Q (3019.430000 sec): 3 clusters
  Score: Raw -1056549.684027 + Penalty 4405.046243 = -1052144.637784
  nChanged 18
		SP:Iteration 33Q (3019.450000 sec): 3 clusters
  Score: Raw -1056555.590815 + Penalty 4405.046243 = -1052150.544572
  nChanged 12
		SP:Iteration 34Q (3019.470000 sec): 3 clusters
  Score: Raw -1056559.520835 + Penalty 4405.046243 = -1052154.474592
  nChanged 13
		SP:Iteration 35Q (3019.490000 sec): 3 clusters
  Score: Raw -1056563.159637 + Penalty 4405.046243 = -1052158.113394
  nChanged 15
		SP:Iteration 36Q (3019.520000 sec): 3 clusters
  Score: Raw -1056568.731252 + Penalty 4405.046243 = -1052163.685009
  nChanged 11
		SP:Iteration 37Q (3019.540000 sec): 3 clusters
  Score: Raw -1056572.733590 + Penalty 4405.046243 = -1052167.687347
  nChanged 7
		SP:Iteration 38Q (3019.560000 sec): 3 clusters
  Score: Raw -1056574.252878 + Penalty 4405.046243 = -1052169.206635
  nChanged 3
		SP:Iteration 39Q (3019.580000 sec): 3 clusters
  Score: Raw -1056574.770957 + Penalty 4405.046243 = -1052169.724714
  nChanged 2
		SP:Iteration 40F (3019.610000 sec): 3 clusters
  Score: Raw -1056575.678603 + Penalty 4405.046243 = -1052170.632360
  nChanged 1
		SP:Iteration 41Q (3019.630000 sec): 3 clusters
  Score: Raw -1056575.844709 + Penalty 4405.046243 = -1052170.798466
  nChanged 0
		SP:Iteration 42F (3019.650000 sec): 3 clusters
  Score: Raw -1056575.844709 + Penalty 4405.046243 = -1052170.798466
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (100197 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3020.020000 sec): 2 clusters
  Score: Raw -14805464.909092 + Penalty 2855.693595 = -14802609.215497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3020.430000 sec): 3 clusters
  Score: Raw -14741277.289886 + Penalty 5711.387189 = -14735565.902697
  nChanged 47466
		SP:Iteration 1F (3020.800000 sec): 3 clusters
  Score: Raw -14767915.109932 + Penalty 5711.387189 = -14762203.722742
  nChanged 3146
		SP:Iteration 2Q (3021.190000 sec): 3 clusters
  Score: Raw -14768590.218422 + Penalty 5711.387189 = -14762878.831232
  nChanged 3156
		SP:Iteration 3Q (3021.580000 sec): 3 clusters
  Score: Raw -14769337.619807 + Penalty 5711.387189 = -14763626.232618
  nChanged 3395
		SP:Iteration 4Q (3021.970000 sec): 3 clusters
  Score: Raw -14770269.688798 + Penalty 5711.387189 = -14764558.301609
  nChanged 3680
		SP:Iteration 5Q (3022.350000 sec): 3 clusters
  Score: Raw -14771512.990331 + Penalty 5711.387189 = -14765801.603141
  nChanged 4454
		SP:Iteration 6Q (3022.740000 sec): 3 clusters
  Score: Raw -14773373.339783 + Penalty 5711.387189 = -14767661.952593
  nChanged 5384
		SP:Iteration 7F (3023.120000 sec): 3 clusters
  Score: Raw -14776094.818790 + Penalty 5711.387189 = -14770383.431601
  nChanged 6240
		SP:Iteration 8F (3023.490000 sec): 3 clusters
  Score: Raw -14779770.798824 + Penalty 5711.387189 = -14774059.411635
  nChanged 6682
		SP:Iteration 9F (3023.870000 sec): 3 clusters
  Score: Raw -14784247.241068 + Penalty 5711.387189 = -14778535.853878
  nChanged 6550
		SP:Iteration 10F (3024.250000 sec): 3 clusters
  Score: Raw -14789130.973928 + Penalty 5711.387189 = -14783419.586739
  nChanged 6027
		SP:Iteration 11F (3024.660000 sec): 3 clusters
  Score: Raw -14793867.016355 + Penalty 5711.387189 = -14788155.629165
  nChanged 4833
		SP:Iteration 12Q (3025.080000 sec): 3 clusters
  Score: Raw -14797771.170966 + Penalty 5711.387189 = -14792059.783777
  nChanged 3572
		SP:Iteration 13Q (3025.440000 sec): 3 clusters
  Score: Raw -14800629.492879 + Penalty 5711.387189 = -14794918.105690
  nChanged 2447
		SP:Iteration 14Q (3025.780000 sec): 3 clusters
  Score: Raw -14802515.503899 + Penalty 5711.387189 = -14796804.116710
  nChanged 1636
		SP:Iteration 15Q (3026.100000 sec): 3 clusters
  Score: Raw -14803756.865085 + Penalty 5711.387189 = -14798045.477895
  nChanged 1073
		SP:Iteration 16Q (3026.410000 sec): 3 clusters
  Score: Raw -14804588.218361 + Penalty 5711.387189 = -14798876.831172
  nChanged 691
		SP:Iteration 17Q (3026.690000 sec): 3 clusters
  Score: Raw -14805123.413604 + Penalty 5711.387189 = -14799412.026415
  nChanged 418
		SP:Iteration 18Q (3026.970000 sec): 3 clusters
  Score: Raw -14805426.234086 + Penalty 5711.387189 = -14799714.846897
  nChanged 255
		SP:Iteration 19Q (3027.250000 sec): 3 clusters
  Score: Raw -14805610.913600 + Penalty 5711.387189 = -14799899.526410
  nChanged 163
		SP:Iteration 20F (3027.620000 sec): 3 clusters
  Score: Raw -14805731.840069 + Penalty 5711.387189 = -14800020.452879
  nChanged 133
		SP:Iteration 21Q (3027.890000 sec): 3 clusters
  Score: Raw -14805836.819013 + Penalty 5711.387189 = -14800125.431824
  nChanged 106
		SP:Iteration 22Q (3028.160000 sec): 3 clusters
  Score: Raw -14805921.245047 + Penalty 5711.387189 = -14800209.857857
  nChanged 73
		SP:Iteration 23Q (3028.430000 sec): 3 clusters
  Score: Raw -14805971.862631 + Penalty 5711.387189 = -14800260.475442
  nChanged 55
		SP:Iteration 24Q (3028.700000 sec): 3 clusters
  Score: Raw -14806011.081709 + Penalty 5711.387189 = -14800299.694519
  nChanged 33
		SP:Iteration 25Q (3028.970000 sec): 3 clusters
  Score: Raw -14806029.133623 + Penalty 5711.387189 = -14800317.746433
  nChanged 22
		SP:Iteration 26Q (3029.230000 sec): 3 clusters
  Score: Raw -14806039.479977 + Penalty 5711.387189 = -14800328.092787
  nChanged 15
		SP:Iteration 27Q (3029.500000 sec): 3 clusters
  Score: Raw -14806047.086907 + Penalty 5711.387189 = -14800335.699718
  nChanged 11
		SP:Iteration 28Q (3029.760000 sec): 3 clusters
  Score: Raw -14806053.607320 + Penalty 5711.387189 = -14800342.220130
  nChanged 7
		SP:Iteration 29Q (3030.030000 sec): 3 clusters
  Score: Raw -14806057.040285 + Penalty 5711.387189 = -14800345.653096
  nChanged 5
		SP:Iteration 30Q (3030.290000 sec): 3 clusters
  Score: Raw -14806060.148440 + Penalty 5711.387189 = -14800348.761250
  nChanged 6
		SP:Iteration 31Q (3030.560000 sec): 3 clusters
  Score: Raw -14806064.141226 + Penalty 5711.387189 = -14800352.754036
  nChanged 6
		SP:Iteration 32Q (3030.830000 sec): 3 clusters
  Score: Raw -14806068.839245 + Penalty 5711.387189 = -14800357.452055
  nChanged 7
		SP:Iteration 33Q (3031.090000 sec): 3 clusters
  Score: Raw -14806073.610697 + Penalty 5711.387189 = -14800362.223508
  nChanged 7
		SP:Iteration 34Q (3031.360000 sec): 3 clusters
  Score: Raw -14806076.278395 + Penalty 5711.387189 = -14800364.891206
  nChanged 8
		SP:Iteration 35Q (3031.620000 sec): 3 clusters
  Score: Raw -14806080.497278 + Penalty 5711.387189 = -14800369.110089
  nChanged 4
		SP:Iteration 36Q (3031.890000 sec): 3 clusters
  Score: Raw -14806083.063893 + Penalty 5711.387189 = -14800371.676704
  nChanged 4
		SP:Iteration 37Q (3032.150000 sec): 3 clusters
  Score: Raw -14806085.769061 + Penalty 5711.387189 = -14800374.381872
  nChanged 4
		SP:Iteration 38Q (3032.410000 sec): 3 clusters
  Score: Raw -14806087.237561 + Penalty 5711.387189 = -14800375.850372
  nChanged 1
		SP:Iteration 39Q (3032.680000 sec): 3 clusters
  Score: Raw -14806087.638926 + Penalty 5711.387189 = -14800376.251736
  nChanged 0
		SP:Iteration 40F (3033.050000 sec): 3 clusters
  Score: Raw -14806087.638926 + Penalty 5711.387189 = -14800376.251736
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3033.090000 sec): 2 clusters
  Score: Raw -35204.480717 + Penalty 1371.298414 = -33833.182303
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3033.090000 sec): 3 clusters
  Score: Raw -35376.551737 + Penalty 2742.596827 = -32633.954909
  nChanged 15
		SP:Iteration 1F (3033.090000 sec): 3 clusters
  Score: Raw -35417.615390 + Penalty 2742.596827 = -32675.018563
  nChanged 4
		SP:Iteration 2Q (3033.090000 sec): 3 clusters
  Score: Raw -35439.948280 + Penalty 2742.596827 = -32697.351453
  nChanged 4
		SP:Iteration 3Q (3033.090000 sec): 3 clusters
  Score: Raw -35459.508136 + Penalty 2742.596827 = -32716.911309
  nChanged 1
		SP:Iteration 4Q (3033.090000 sec): 3 clusters
  Score: Raw -35461.074896 + Penalty 2742.596827 = -32718.478069
  nChanged 0
		SP:Iteration 5F (3033.090000 sec): 3 clusters
  Score: Raw -35461.074896 + Penalty 2742.596827 = -32718.478069
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (259059 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3033.960000 sec): 2 clusters
  Score: Raw -38340513.913558 + Penalty 3091.273156 = -38337422.640401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3034.940000 sec): 3 clusters
  Score: Raw -38169484.457161 + Penalty 6182.546313 = -38163301.910849
  nChanged 125028
		SP:Iteration 1F (3035.930000 sec): 3 clusters
  Score: Raw -38242767.422981 + Penalty 6182.546313 = -38236584.876668
  nChanged 6033
		SP:Iteration 2Q (3036.940000 sec): 3 clusters
  Score: Raw -38243751.941498 + Penalty 6182.546313 = -38237569.395186
  nChanged 6228
		SP:Iteration 3Q (3037.950000 sec): 3 clusters
  Score: Raw -38244812.687463 + Penalty 6182.546313 = -38238630.141151
  nChanged 6457
		SP:Iteration 4Q (3038.970000 sec): 3 clusters
  Score: Raw -38246052.575136 + Penalty 6182.546313 = -38239870.028823
  nChanged 6938
		SP:Iteration 5Q (3039.990000 sec): 3 clusters
  Score: Raw -38247501.838483 + Penalty 6182.546313 = -38241319.292170
  nChanged 7568
		SP:Iteration 6Q (3041.010000 sec): 3 clusters
  Score: Raw -38249195.974814 + Penalty 6182.546313 = -38243013.428501
  nChanged 8109
		SP:Iteration 7Q (3042.030000 sec): 3 clusters
  Score: Raw -38251183.814306 + Penalty 6182.546313 = -38245001.267994
  nChanged 8392
		SP:Iteration 8Q (3043.030000 sec): 3 clusters
  Score: Raw -38253359.365896 + Penalty 6182.546313 = -38247176.819583
  nChanged 8696
		SP:Iteration 9Q (3044.050000 sec): 3 clusters
  Score: Raw -38255795.438634 + Penalty 6182.546313 = -38249612.892322
  nChanged 8930
		SP:Iteration 10Q (3045.070000 sec): 3 clusters
  Score: Raw -38258439.313025 + Penalty 6182.546313 = -38252256.766713
  nChanged 8933
		SP:Iteration 11Q (3046.080000 sec): 3 clusters
  Score: Raw -38261122.349598 + Penalty 6182.546313 = -38254939.803286
  nChanged 8969
		SP:Iteration 12Q (3047.090000 sec): 3 clusters
  Score: Raw -38263894.524071 + Penalty 6182.546313 = -38257711.977758
  nChanged 8981
		SP:Iteration 13Q (3048.100000 sec): 3 clusters
  Score: Raw -38266803.021149 + Penalty 6182.546313 = -38260620.474836
  nChanged 9294
		SP:Iteration 14Q (3049.120000 sec): 3 clusters
  Score: Raw -38270231.383317 + Penalty 6182.546313 = -38264048.837005
  nChanged 10292
		SP:Iteration 15Q (3050.120000 sec): 3 clusters
  Score: Raw -38274677.901261 + Penalty 6182.546313 = -38268495.354949
  nChanged 11586
		SP:Iteration 16Q (3051.130000 sec): 3 clusters
  Score: Raw -38280548.366140 + Penalty 6182.546313 = -38274365.819828
  nChanged 12599
		SP:Iteration 17Q (3052.140000 sec): 3 clusters
  Score: Raw -38287578.142837 + Penalty 6182.546313 = -38281395.596524
  nChanged 12584
		SP:Iteration 18Q (3053.130000 sec): 3 clusters
  Score: Raw -38295185.795253 + Penalty 6182.546313 = -38289003.248941
  nChanged 11944
		SP:Iteration 19Q (3054.100000 sec): 3 clusters
  Score: Raw -38302699.768691 + Penalty 6182.546313 = -38296517.222379
  nChanged 10504
		SP:Iteration 20F (3055.090000 sec): 3 clusters
  Score: Raw -38309318.422574 + Penalty 6182.546313 = -38303135.876262
  nChanged 8990
		SP:Iteration 21Q (3056.000000 sec): 3 clusters
  Score: Raw -38315039.688948 + Penalty 6182.546313 = -38308857.142635
  nChanged 7790
		SP:Iteration 22Q (3056.860000 sec): 3 clusters
  Score: Raw -38320173.873751 + Penalty 6182.546313 = -38313991.327438
  nChanged 6700
		SP:Iteration 23Q (3057.700000 sec): 3 clusters
  Score: Raw -38324762.264152 + Penalty 6182.546313 = -38318579.717840
  nChanged 5901
		SP:Iteration 24Q (3058.500000 sec): 3 clusters
  Score: Raw -38329032.604730 + Penalty 6182.546313 = -38322850.058417
  nChanged 4906
		SP:Iteration 25Q (3059.280000 sec): 3 clusters
  Score: Raw -38332707.214303 + Penalty 6182.546313 = -38326524.667991
  nChanged 3899
		SP:Iteration 26Q (3060.030000 sec): 3 clusters
  Score: Raw -38335733.101250 + Penalty 6182.546313 = -38329550.554937
  nChanged 2768
		SP:Iteration 27Q (3060.760000 sec): 3 clusters
  Score: Raw -38337912.408378 + Penalty 6182.546313 = -38331729.862065
  nChanged 1767
		SP:Iteration 28Q (3061.480000 sec): 3 clusters
  Score: Raw -38339278.487614 + Penalty 6182.546313 = -38333095.941301
  nChanged 958
		SP:Iteration 29Q (3062.190000 sec): 3 clusters
  Score: Raw -38340015.802398 + Penalty 6182.546313 = -38333833.256085
  nChanged 443
		SP:Iteration 30Q (3062.900000 sec): 3 clusters
  Score: Raw -38340378.264038 + Penalty 6182.546313 = -38334195.717725
  nChanged 219
		SP:Iteration 31Q (3063.590000 sec): 3 clusters
  Score: Raw -38340561.706018 + Penalty 6182.546313 = -38334379.159705
  nChanged 110
		SP:Iteration 32Q (3064.280000 sec): 3 clusters
  Score: Raw -38340662.584567 + Penalty 6182.546313 = -38334480.038254
  nChanged 86
		SP:Iteration 33Q (3064.980000 sec): 3 clusters
  Score: Raw -38340751.010139 + Penalty 6182.546313 = -38334568.463826
  nChanged 53
		SP:Iteration 34Q (3065.670000 sec): 3 clusters
  Score: Raw -38340800.452913 + Penalty 6182.546313 = -38334617.906601
  nChanged 35
		SP:Iteration 35Q (3066.370000 sec): 3 clusters
  Score: Raw -38340828.876196 + Penalty 6182.546313 = -38334646.329884
  nChanged 17
		SP:Iteration 36Q (3067.050000 sec): 3 clusters
  Score: Raw -38340841.656920 + Penalty 6182.546313 = -38334659.110607
  nChanged 10
		SP:Iteration 37Q (3067.740000 sec): 3 clusters
  Score: Raw -38340851.196079 + Penalty 6182.546313 = -38334668.649767
  nChanged 8
		SP:Iteration 38Q (3068.430000 sec): 3 clusters
  Score: Raw -38340859.089050 + Penalty 6182.546313 = -38334676.542737
  nChanged 11
		SP:Iteration 39Q (3069.120000 sec): 3 clusters
  Score: Raw -38340868.967038 + Penalty 6182.546313 = -38334686.420725
  nChanged 7
		SP:Iteration 40F (3070.090000 sec): 3 clusters
  Score: Raw -38340876.114000 + Penalty 6182.546313 = -38334693.567687
  nChanged 13
		SP:Iteration 41Q (3070.780000 sec): 3 clusters
  Score: Raw -38340890.321147 + Penalty 6182.546313 = -38334707.774835
  nChanged 7
		SP:Iteration 42Q (3071.470000 sec): 3 clusters
  Score: Raw -38340896.581774 + Penalty 6182.546313 = -38334714.035461
  nChanged 8
		SP:Iteration 43Q (3072.160000 sec): 3 clusters
  Score: Raw -38340901.073569 + Penalty 6182.546313 = -38334718.527256
  nChanged 5
		SP:Iteration 44Q (3072.850000 sec): 3 clusters
  Score: Raw -38340905.706396 + Penalty 6182.546313 = -38334723.160084
  nChanged 5
		SP:Iteration 45Q (3073.540000 sec): 3 clusters
  Score: Raw -38340908.748541 + Penalty 6182.546313 = -38334726.202229
  nChanged 3
		SP:Iteration 46Q (3074.230000 sec): 3 clusters
  Score: Raw -38340911.388092 + Penalty 6182.546313 = -38334728.841779
  nChanged 1
		SP:Iteration 47Q (3074.920000 sec): 3 clusters
  Score: Raw -38340912.201271 + Penalty 6182.546313 = -38334729.654958
  nChanged 1
		SP:Iteration 48Q (3075.610000 sec): 3 clusters
  Score: Raw -38340912.608136 + Penalty 6182.546313 = -38334730.061824
  nChanged 0
		SP:Iteration 49F (3076.580000 sec): 3 clusters
  Score: Raw -38340912.608136 + Penalty 6182.546313 = -38334730.061824
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3076.700000 sec): 2 clusters
  Score: Raw -64181.902047 + Penalty 1533.668925 = -62648.233122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3076.700000 sec): 3 clusters
  Score: Raw -64219.758546 + Penalty 3067.337850 = -61152.420696
  nChanged 96
		SP:Iteration 1F (3076.700000 sec): 3 clusters
  Score: Raw -64481.459102 + Penalty 3067.337850 = -61414.121252
  nChanged 34
		SP:Iteration 2F (3076.700000 sec): 3 clusters
  Score: Raw -64597.407076 + Penalty 3067.337850 = -61530.069226
  nChanged 16
		SP:Iteration 3Q (3076.710000 sec): 3 clusters
  Score: Raw -64670.695748 + Penalty 3067.337850 = -61603.357898
  nChanged 16
		SP:Iteration 4Q (3076.710000 sec): 3 clusters
  Score: Raw -64839.399649 + Penalty 3067.337850 = -61772.061799
  nChanged 22
		SP:Iteration 5Q (3076.710000 sec): 3 clusters
  Score: Raw -65047.368709 + Penalty 3067.337850 = -61980.030859
  nChanged 21
		SP:Iteration 6Q (3076.710000 sec): 3 clusters
  Score: Raw -65174.163803 + Penalty 3067.337850 = -62106.825953
  nChanged 13
		SP:Iteration 7Q (3076.710000 sec): 3 clusters
  Score: Raw -65218.919827 + Penalty 3067.337850 = -62151.581977
  nChanged 7
		SP:Iteration 8Q (3076.720000 sec): 3 clusters
  Score: Raw -65248.620953 + Penalty 3067.337850 = -62181.283103
  nChanged 5
		SP:Iteration 9Q (3076.720000 sec): 3 clusters
  Score: Raw -65269.476964 + Penalty 3067.337850 = -62202.139114
  nChanged 3
		SP:Iteration 10Q (3076.720000 sec): 3 clusters
  Score: Raw -65282.310552 + Penalty 3067.337850 = -62214.972702
  nChanged 1
		SP:Iteration 11Q (3076.720000 sec): 3 clusters
  Score: Raw -65288.734871 + Penalty 3067.337850 = -62221.397021
  nChanged 4
		SP:Iteration 12Q (3076.720000 sec): 3 clusters
  Score: Raw -65310.314049 + Penalty 3067.337850 = -62242.976199
  nChanged 5
		SP:Iteration 13Q (3076.720000 sec): 3 clusters
  Score: Raw -65337.438856 + Penalty 3067.337850 = -62270.101006
  nChanged 4
		SP:Iteration 14Q (3076.720000 sec): 3 clusters
  Score: Raw -65354.152080 + Penalty 3067.337850 = -62286.814230
  nChanged 1
		SP:Iteration 15Q (3076.720000 sec): 3 clusters
  Score: Raw -65358.067074 + Penalty 3067.337850 = -62290.729224
  nChanged 0
		SP:Iteration 16F (3076.730000 sec): 3 clusters
  Score: Raw -65358.067074 + Penalty 3067.337850 = -62290.729224
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (7607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3076.760000 sec): 2 clusters
  Score: Raw -1092628.849247 + Penalty 2216.332390 = -1090412.516856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3076.780000 sec): 3 clusters
  Score: Raw -1088671.186007 + Penalty 4432.664781 = -1084238.521226
  nChanged 3001
		SP:Iteration 1F (3076.810000 sec): 3 clusters
  Score: Raw -1090306.759567 + Penalty 4432.664781 = -1085874.094787
  nChanged 554
		SP:Iteration 2F (3076.840000 sec): 3 clusters
  Score: Raw -1090590.040976 + Penalty 4432.664781 = -1086157.376195
  nChanged 391
		SP:Iteration 3F (3076.860000 sec): 3 clusters
  Score: Raw -1090780.168076 + Penalty 4432.664781 = -1086347.503295
  nChanged 320
		SP:Iteration 4Q (3076.890000 sec): 3 clusters
  Score: Raw -1090931.108401 + Penalty 4432.664781 = -1086498.443620
  nChanged 288
		SP:Iteration 5Q (3076.920000 sec): 3 clusters
  Score: Raw -1091072.620036 + Penalty 4432.664781 = -1086639.955255
  nChanged 245
		SP:Iteration 6Q (3076.950000 sec): 3 clusters
  Score: Raw -1091202.334294 + Penalty 4432.664781 = -1086769.669513
  nChanged 261
		SP:Iteration 7Q (3076.980000 sec): 3 clusters
  Score: Raw -1091345.805929 + Penalty 4432.664781 = -1086913.141148
  nChanged 247
		SP:Iteration 8Q (3077.000000 sec): 3 clusters
  Score: Raw -1091468.827410 + Penalty 4432.664781 = -1087036.162629
  nChanged 224
		SP:Iteration 9Q (3077.030000 sec): 3 clusters
  Score: Raw -1091570.983721 + Penalty 4432.664781 = -1087138.318940
  nChanged 204
		SP:Iteration 10Q (3077.060000 sec): 3 clusters
  Score: Raw -1091675.022540 + Penalty 4432.664781 = -1087242.357759
  nChanged 195
		SP:Iteration 11Q (3077.090000 sec): 3 clusters
  Score: Raw -1091770.970545 + Penalty 4432.664781 = -1087338.305764
  nChanged 204
		SP:Iteration 12Q (3077.110000 sec): 3 clusters
  Score: Raw -1091860.643465 + Penalty 4432.664781 = -1087427.978684
  nChanged 163
		SP:Iteration 13Q (3077.140000 sec): 3 clusters
  Score: Raw -1091934.288131 + Penalty 4432.664781 = -1087501.623350
  nChanged 173
		SP:Iteration 14Q (3077.170000 sec): 3 clusters
  Score: Raw -1092016.483466 + Penalty 4432.664781 = -1087583.818685
  nChanged 146
		SP:Iteration 15Q (3077.200000 sec): 3 clusters
  Score: Raw -1092088.658144 + Penalty 4432.664781 = -1087655.993364
  nChanged 141
		SP:Iteration 16Q (3077.220000 sec): 3 clusters
  Score: Raw -1092158.531365 + Penalty 4432.664781 = -1087725.866584
  nChanged 147
		SP:Iteration 17Q (3077.250000 sec): 3 clusters
  Score: Raw -1092240.323698 + Penalty 4432.664781 = -1087807.658917
  nChanged 149
		SP:Iteration 18Q (3077.280000 sec): 3 clusters
  Score: Raw -1092325.833492 + Penalty 4432.664781 = -1087893.168711
  nChanged 138
		SP:Iteration 19Q (3077.300000 sec): 3 clusters
  Score: Raw -1092396.665793 + Penalty 4432.664781 = -1087964.001012
  nChanged 116
		SP:Iteration 20F (3077.330000 sec): 3 clusters
  Score: Raw -1092447.253947 + Penalty 4432.664781 = -1088014.589166
  nChanged 87
		SP:Iteration 21Q (3077.360000 sec): 3 clusters
  Score: Raw -1092484.917289 + Penalty 4432.664781 = -1088052.252509
  nChanged 87
		SP:Iteration 22Q (3077.380000 sec): 3 clusters
  Score: Raw -1092519.671629 + Penalty 4432.664781 = -1088087.006848
  nChanged 78
		SP:Iteration 23Q (3077.410000 sec): 3 clusters
  Score: Raw -1092552.103090 + Penalty 4432.664781 = -1088119.438309
  nChanged 72
		SP:Iteration 24Q (3077.440000 sec): 3 clusters
  Score: Raw -1092581.978698 + Penalty 4432.664781 = -1088149.313917
  nChanged 70
		SP:Iteration 25Q (3077.460000 sec): 3 clusters
  Score: Raw -1092609.704144 + Penalty 4432.664781 = -1088177.039363
  nChanged 57
		SP:Iteration 26Q (3077.490000 sec): 3 clusters
  Score: Raw -1092632.247011 + Penalty 4432.664781 = -1088199.582230
  nChanged 48
		SP:Iteration 27Q (3077.520000 sec): 3 clusters
  Score: Raw -1092656.318524 + Penalty 4432.664781 = -1088223.653743
  nChanged 56
		SP:Iteration 28Q (3077.540000 sec): 3 clusters
  Score: Raw -1092679.834382 + Penalty 4432.664781 = -1088247.169602
  nChanged 52
		SP:Iteration 29Q (3077.560000 sec): 3 clusters
  Score: Raw -1092699.341333 + Penalty 4432.664781 = -1088266.676552
  nChanged 53
		SP:Iteration 30Q (3077.590000 sec): 3 clusters
  Score: Raw -1092717.190451 + Penalty 4432.664781 = -1088284.525670
  nChanged 49
		SP:Iteration 31Q (3077.620000 sec): 3 clusters
  Score: Raw -1092738.296293 + Penalty 4432.664781 = -1088305.631512
  nChanged 47
		SP:Iteration 32Q (3077.640000 sec): 3 clusters
  Score: Raw -1092756.615361 + Penalty 4432.664781 = -1088323.950580
  nChanged 52
		SP:Iteration 33Q (3077.670000 sec): 3 clusters
  Score: Raw -1092773.742099 + Penalty 4432.664781 = -1088341.077318
  nChanged 55
		SP:Iteration 34Q (3077.690000 sec): 3 clusters
  Score: Raw -1092791.590174 + Penalty 4432.664781 = -1088358.925394
  nChanged 43
		SP:Iteration 35Q (3077.720000 sec): 3 clusters
  Score: Raw -1092809.430294 + Penalty 4432.664781 = -1088376.765513
  nChanged 43
		SP:Iteration 36Q (3077.740000 sec): 3 clusters
  Score: Raw -1092825.902235 + Penalty 4432.664781 = -1088393.237455
  nChanged 48
		SP:Iteration 37Q (3077.770000 sec): 3 clusters
  Score: Raw -1092841.491292 + Penalty 4432.664781 = -1088408.826511
  nChanged 42
		SP:Iteration 38Q (3077.790000 sec): 3 clusters
  Score: Raw -1092855.934353 + Penalty 4432.664781 = -1088423.269572
  nChanged 28
		SP:Iteration 39Q (3077.820000 sec): 3 clusters
  Score: Raw -1092864.837710 + Penalty 4432.664781 = -1088432.172929
  nChanged 28
		SP:Iteration 40F (3077.840000 sec): 3 clusters
  Score: Raw -1092872.034629 + Penalty 4432.664781 = -1088439.369849
  nChanged 15
		SP:Iteration 41Q (3077.870000 sec): 3 clusters
  Score: Raw -1092875.748568 + Penalty 4432.664781 = -1088443.083787
  nChanged 14
		SP:Iteration 42Q (3077.890000 sec): 3 clusters
  Score: Raw -1092878.767767 + Penalty 4432.664781 = -1088446.102987
  nChanged 12
		SP:Iteration 43Q (3077.920000 sec): 3 clusters
  Score: Raw -1092881.496907 + Penalty 4432.664781 = -1088448.832126
  nChanged 9
		SP:Iteration 44Q (3077.940000 sec): 3 clusters
  Score: Raw -1092883.308577 + Penalty 4432.664781 = -1088450.643796
  nChanged 5
		SP:Iteration 45Q (3077.970000 sec): 3 clusters
  Score: Raw -1092885.286073 + Penalty 4432.664781 = -1088452.621292
  nChanged 7
		SP:Iteration 46Q (3077.990000 sec): 3 clusters
  Score: Raw -1092886.909364 + Penalty 4432.664781 = -1088454.244583
  nChanged 11
		SP:Iteration 47Q (3078.020000 sec): 3 clusters
  Score: Raw -1092890.005226 + Penalty 4432.664781 = -1088457.340445
  nChanged 11
		SP:Iteration 48Q (3078.040000 sec): 3 clusters
  Score: Raw -1092891.880606 + Penalty 4432.664781 = -1088459.215825
  nChanged 6
		SP:Iteration 49Q (3078.070000 sec): 3 clusters
  Score: Raw -1092892.890265 + Penalty 4432.664781 = -1088460.225484
  nChanged 1
		SP:Iteration 50Q (3078.090000 sec): 3 clusters
  Score: Raw -1092892.998506 + Penalty 4432.664781 = -1088460.333725
  nChanged 1
		SP:Iteration 51Q (3078.120000 sec): 3 clusters
  Score: Raw -1092893.213817 + Penalty 4432.664781 = -1088460.549036
  nChanged 1
		SP:Iteration 52Q (3078.140000 sec): 3 clusters
  Score: Raw -1092893.381593 + Penalty 4432.664781 = -1088460.716813
  nChanged 0
		SP:Iteration 53F (3078.170000 sec): 3 clusters
  Score: Raw -1092893.381593 + Penalty 4432.664781 = -1088460.716813
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3078.180000 sec): 2 clusters
  Score: Raw -44434.578259 + Penalty 1441.904372 = -42992.673887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3078.180000 sec): 3 clusters
  Score: Raw -44586.962989 + Penalty 2883.808744 = -41703.154246
  nChanged 42
		SP:Iteration 1F (3078.180000 sec): 3 clusters
  Score: Raw -44702.973384 + Penalty 2883.808744 = -41819.164640
  nChanged 7
		SP:Iteration 2Q (3078.180000 sec): 3 clusters
  Score: Raw -44725.485755 + Penalty 2883.808744 = -41841.677012
  nChanged 1
		SP:Iteration 3Q (3078.180000 sec): 3 clusters
  Score: Raw -44727.988901 + Penalty 2883.808744 = -41844.180157
  nChanged 0
		SP:Iteration 4F (3078.180000 sec): 3 clusters
  Score: Raw -44727.988901 + Penalty 2883.808744 = -41844.180157
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3078.190000 sec): 2 clusters
  Score: Raw -280893.419903 + Penalty 1887.614234 = -279005.805669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3078.200000 sec): 3 clusters
  Score: Raw -280215.018783 + Penalty 3775.228468 = -276439.790316
  nChanged 690
		SP:Iteration 1F (3078.210000 sec): 3 clusters
  Score: Raw -281013.966598 + Penalty 3775.228468 = -277238.738130
  nChanged 232
		SP:Iteration 2F (3078.210000 sec): 3 clusters
  Score: Raw -281389.023260 + Penalty 3775.228468 = -277613.794792
  nChanged 160
		SP:Iteration 3F (3078.220000 sec): 3 clusters
  Score: Raw -281590.758175 + Penalty 3775.228468 = -277815.529707
  nChanged 101
		SP:Iteration 4Q (3078.230000 sec): 3 clusters
  Score: Raw -281701.685901 + Penalty 3775.228468 = -277926.457433
  nChanged 86
		SP:Iteration 5Q (3078.240000 sec): 3 clusters
  Score: Raw -281816.240788 + Penalty 3775.228468 = -278041.012320
  nChanged 73
		SP:Iteration 6Q (3078.240000 sec): 3 clusters
  Score: Raw -281921.913873 + Penalty 3775.228468 = -278146.685406
  nChanged 65
		SP:Iteration 7Q (3078.250000 sec): 3 clusters
  Score: Raw -282001.339565 + Penalty 3775.228468 = -278226.111097
  nChanged 43
		SP:Iteration 8Q (3078.260000 sec): 3 clusters
  Score: Raw -282044.191613 + Penalty 3775.228468 = -278268.963145
  nChanged 31
		SP:Iteration 9Q (3078.260000 sec): 3 clusters
  Score: Raw -282077.675559 + Penalty 3775.228468 = -278302.447092
  nChanged 19
		SP:Iteration 10Q (3078.270000 sec): 3 clusters
  Score: Raw -282099.501097 + Penalty 3775.228468 = -278324.272629
  nChanged 20
		SP:Iteration 11Q (3078.280000 sec): 3 clusters
  Score: Raw -282122.511322 + Penalty 3775.228468 = -278347.282855
  nChanged 12
		SP:Iteration 12Q (3078.280000 sec): 3 clusters
  Score: Raw -282134.163523 + Penalty 3775.228468 = -278358.935055
  nChanged 5
		SP:Iteration 13Q (3078.290000 sec): 3 clusters
  Score: Raw -282138.613413 + Penalty 3775.228468 = -278363.384945
  nChanged 6
		SP:Iteration 14Q (3078.300000 sec): 3 clusters
  Score: Raw -282143.552881 + Penalty 3775.228468 = -278368.324413
  nChanged 0
		SP:Iteration 15F (3078.300000 sec): 3 clusters
  Score: Raw -282143.552881 + Penalty 3775.228468 = -278368.324413
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (20289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3078.380000 sec): 2 clusters
  Score: Raw -2848035.106893 + Penalty 2459.622868 = -2845575.484025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3078.450000 sec): 3 clusters
  Score: Raw -2836191.717337 + Penalty 4919.245737 = -2831272.471601
  nChanged 8931
		SP:Iteration 1F (3078.520000 sec): 3 clusters
  Score: Raw -2841182.539020 + Penalty 4919.245737 = -2836263.293283
  nChanged 1174
		SP:Iteration 2F (3078.600000 sec): 3 clusters
  Score: Raw -2841713.940741 + Penalty 4919.245737 = -2836794.695005
  nChanged 1095
		SP:Iteration 3F (3078.670000 sec): 3 clusters
  Score: Raw -2842228.891024 + Penalty 4919.245737 = -2837309.645287
  nChanged 1068
		SP:Iteration 4F (3078.740000 sec): 3 clusters
  Score: Raw -2842753.158020 + Penalty 4919.245737 = -2837833.912283
  nChanged 1061
		SP:Iteration 5F (3078.820000 sec): 3 clusters
  Score: Raw -2843345.836618 + Penalty 4919.245737 = -2838426.590882
  nChanged 1181
		SP:Iteration 6F (3078.890000 sec): 3 clusters
  Score: Raw -2844155.574650 + Penalty 4919.245737 = -2839236.328914
  nChanged 1276
		SP:Iteration 7F (3078.960000 sec): 3 clusters
  Score: Raw -2845198.645470 + Penalty 4919.245737 = -2840279.399734
  nChanged 1162
		SP:Iteration 8F (3079.040000 sec): 3 clusters
  Score: Raw -2846216.588612 + Penalty 4919.245737 = -2841297.342876
  nChanged 911
		SP:Iteration 9Q (3079.110000 sec): 3 clusters
  Score: Raw -2847137.640976 + Penalty 4919.245737 = -2842218.395239
  nChanged 671
		SP:Iteration 10Q (3079.180000 sec): 3 clusters
  Score: Raw -2847824.338673 + Penalty 4919.245737 = -2842905.092937
  nChanged 462
		SP:Iteration 11Q (3079.250000 sec): 3 clusters
  Score: Raw -2848185.413972 + Penalty 4919.245737 = -2843266.168235
  nChanged 313
		SP:Iteration 12Q (3079.310000 sec): 3 clusters
  Score: Raw -2848375.986525 + Penalty 4919.245737 = -2843456.740789
  nChanged 214
		SP:Iteration 13Q (3079.370000 sec): 3 clusters
  Score: Raw -2848482.467194 + Penalty 4919.245737 = -2843563.221457
  nChanged 144
		SP:Iteration 14Q (3079.430000 sec): 3 clusters
  Score: Raw -2848541.277200 + Penalty 4919.245737 = -2843622.031464
  nChanged 119
		SP:Iteration 15Q (3079.490000 sec): 3 clusters
  Score: Raw -2848588.382909 + Penalty 4919.245737 = -2843669.137173
  nChanged 93
		SP:Iteration 16Q (3079.550000 sec): 3 clusters
  Score: Raw -2848619.541693 + Penalty 4919.245737 = -2843700.295957
  nChanged 57
		SP:Iteration 17Q (3079.600000 sec): 3 clusters
  Score: Raw -2848638.483644 + Penalty 4919.245737 = -2843719.237907
  nChanged 51
		SP:Iteration 18Q (3079.660000 sec): 3 clusters
  Score: Raw -2848653.851428 + Penalty 4919.245737 = -2843734.605691
  nChanged 38
		SP:Iteration 19Q (3079.720000 sec): 3 clusters
  Score: Raw -2848664.911878 + Penalty 4919.245737 = -2843745.666142
  nChanged 28
		SP:Iteration 20F (3079.800000 sec): 3 clusters
  Score: Raw -2848671.640002 + Penalty 4919.245737 = -2843752.394266
  nChanged 19
		SP:Iteration 21Q (3079.850000 sec): 3 clusters
  Score: Raw -2848675.345321 + Penalty 4919.245737 = -2843756.099584
  nChanged 19
		SP:Iteration 22Q (3079.910000 sec): 3 clusters
  Score: Raw -2848680.738044 + Penalty 4919.245737 = -2843761.492307
  nChanged 14
		SP:Iteration 23Q (3079.970000 sec): 3 clusters
  Score: Raw -2848683.659973 + Penalty 4919.245737 = -2843764.414236
  nChanged 9
		SP:Iteration 24Q (3080.020000 sec): 3 clusters
  Score: Raw -2848685.381574 + Penalty 4919.245737 = -2843766.135838
  nChanged 9
		SP:Iteration 25Q (3080.080000 sec): 3 clusters
  Score: Raw -2848687.460054 + Penalty 4919.245737 = -2843768.214317
  nChanged 11
		SP:Iteration 26Q (3080.140000 sec): 3 clusters
  Score: Raw -2848689.666769 + Penalty 4919.245737 = -2843770.421033
  nChanged 10
		SP:Iteration 27Q (3080.200000 sec): 3 clusters
  Score: Raw -2848692.237802 + Penalty 4919.245737 = -2843772.992066
  nChanged 10
		SP:Iteration 28Q (3080.250000 sec): 3 clusters
  Score: Raw -2848694.561978 + Penalty 4919.245737 = -2843775.316242
  nChanged 10
		SP:Iteration 29Q (3080.310000 sec): 3 clusters
  Score: Raw -2848696.689193 + Penalty 4919.245737 = -2843777.443457
  nChanged 9
		SP:Iteration 30Q (3080.360000 sec): 3 clusters
  Score: Raw -2848698.896020 + Penalty 4919.245737 = -2843779.650284
  nChanged 5
		SP:Iteration 31Q (3080.420000 sec): 3 clusters
  Score: Raw -2848699.986428 + Penalty 4919.245737 = -2843780.740692
  nChanged 4
		SP:Iteration 32Q (3080.480000 sec): 3 clusters
  Score: Raw -2848700.618580 + Penalty 4919.245737 = -2843781.372844
  nChanged 3
		SP:Iteration 33Q (3080.540000 sec): 3 clusters
  Score: Raw -2848701.464400 + Penalty 4919.245737 = -2843782.218663
  nChanged 1
		SP:Iteration 34Q (3080.590000 sec): 3 clusters
  Score: Raw -2848701.677649 + Penalty 4919.245737 = -2843782.431913
  nChanged 1
		SP:Iteration 35Q (3080.650000 sec): 3 clusters
  Score: Raw -2848701.901377 + Penalty 4919.245737 = -2843782.655641
  nChanged 1
		SP:Iteration 36Q (3080.710000 sec): 3 clusters
  Score: Raw -2848702.345588 + Penalty 4919.245737 = -2843783.099851
  nChanged 4
		SP:Iteration 37Q (3080.760000 sec): 3 clusters
  Score: Raw -2848703.150916 + Penalty 4919.245737 = -2843783.905179
  nChanged 3
		SP:Iteration 38Q (3080.820000 sec): 3 clusters
  Score: Raw -2848703.415831 + Penalty 4919.245737 = -2843784.170095
  nChanged 0
		SP:Iteration 39F (3080.900000 sec): 3 clusters
  Score: Raw -2848703.415831 + Penalty 4919.245737 = -2843784.170095
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (42690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3081.040000 sec): 2 clusters
  Score: Raw -6589854.113890 + Penalty 2644.106555 = -6587210.007335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3081.200000 sec): 3 clusters
  Score: Raw -6563605.898993 + Penalty 5288.213110 = -6558317.685883
  nChanged 19679
		SP:Iteration 1F (3081.360000 sec): 3 clusters
  Score: Raw -6574434.591361 + Penalty 5288.213110 = -6569146.378251
  nChanged 1734
		SP:Iteration 2Q (3081.530000 sec): 3 clusters
  Score: Raw -6574911.714606 + Penalty 5288.213110 = -6569623.501496
  nChanged 1528
		SP:Iteration 3Q (3081.690000 sec): 3 clusters
  Score: Raw -6575345.896757 + Penalty 5288.213110 = -6570057.683647
  nChanged 1480
		SP:Iteration 4Q (3081.860000 sec): 3 clusters
  Score: Raw -6575773.009014 + Penalty 5288.213110 = -6570484.795904
  nChanged 1480
		SP:Iteration 5Q (3082.020000 sec): 3 clusters
  Score: Raw -6576241.526295 + Penalty 5288.213110 = -6570953.313185
  nChanged 1501
		SP:Iteration 6Q (3082.180000 sec): 3 clusters
  Score: Raw -6576759.606327 + Penalty 5288.213110 = -6571471.393217
  nChanged 1614
		SP:Iteration 7Q (3082.340000 sec): 3 clusters
  Score: Raw -6577397.455929 + Penalty 5288.213110 = -6572109.242819
  nChanged 1693
		SP:Iteration 8Q (3082.500000 sec): 3 clusters
  Score: Raw -6578138.100468 + Penalty 5288.213110 = -6572849.887358
  nChanged 1870
		SP:Iteration 9Q (3082.670000 sec): 3 clusters
  Score: Raw -6579074.421481 + Penalty 5288.213110 = -6573786.208371
  nChanged 2054
		SP:Iteration 10Q (3082.830000 sec): 3 clusters
  Score: Raw -6580085.096921 + Penalty 5288.213110 = -6574796.883811
  nChanged 2007
		SP:Iteration 11Q (3083.000000 sec): 3 clusters
  Score: Raw -6581044.986153 + Penalty 5288.213110 = -6575756.773043
  nChanged 1906
		SP:Iteration 12Q (3083.160000 sec): 3 clusters
  Score: Raw -6581907.811637 + Penalty 5288.213110 = -6576619.598527
  nChanged 1720
		SP:Iteration 13Q (3083.320000 sec): 3 clusters
  Score: Raw -6582622.038245 + Penalty 5288.213110 = -6577333.825135
  nChanged 1454
		SP:Iteration 14Q (3083.480000 sec): 3 clusters
  Score: Raw -6583186.525115 + Penalty 5288.213110 = -6577898.312005
  nChanged 1222
		SP:Iteration 15Q (3083.640000 sec): 3 clusters
  Score: Raw -6583657.773109 + Penalty 5288.213110 = -6578369.559999
  nChanged 1082
		SP:Iteration 16Q (3083.800000 sec): 3 clusters
  Score: Raw -6584028.589148 + Penalty 5288.213110 = -6578740.376038
  nChanged 897
		SP:Iteration 17Q (3083.960000 sec): 3 clusters
  Score: Raw -6584317.796861 + Penalty 5288.213110 = -6579029.583751
  nChanged 769
		SP:Iteration 18Q (3084.120000 sec): 3 clusters
  Score: Raw -6584523.715894 + Penalty 5288.213110 = -6579235.502784
  nChanged 600
		SP:Iteration 19Q (3084.280000 sec): 3 clusters
  Score: Raw -6584664.151744 + Penalty 5288.213110 = -6579375.938634
  nChanged 502
		SP:Iteration 20F (3084.440000 sec): 3 clusters
  Score: Raw -6584775.158209 + Penalty 5288.213110 = -6579486.945099
  nChanged 471
		SP:Iteration 21Q (3084.600000 sec): 3 clusters
  Score: Raw -6584882.370436 + Penalty 5288.213110 = -6579594.157326
  nChanged 474
		SP:Iteration 22Q (3084.760000 sec): 3 clusters
  Score: Raw -6584985.982819 + Penalty 5288.213110 = -6579697.769709
  nChanged 430
		SP:Iteration 23Q (3084.920000 sec): 3 clusters
  Score: Raw -6585082.257985 + Penalty 5288.213110 = -6579794.044875
  nChanged 479
		SP:Iteration 24Q (3085.070000 sec): 3 clusters
  Score: Raw -6585185.259955 + Penalty 5288.213110 = -6579897.046845
  nChanged 460
		SP:Iteration 25Q (3085.230000 sec): 3 clusters
  Score: Raw -6585289.570695 + Penalty 5288.213110 = -6580001.357585
  nChanged 509
		SP:Iteration 26Q (3085.380000 sec): 3 clusters
  Score: Raw -6585405.429878 + Penalty 5288.213110 = -6580117.216768
  nChanged 490
		SP:Iteration 27Q (3085.540000 sec): 3 clusters
  Score: Raw -6585508.108636 + Penalty 5288.213110 = -6580219.895526
  nChanged 464
		SP:Iteration 28Q (3085.700000 sec): 3 clusters
  Score: Raw -6585598.506128 + Penalty 5288.213110 = -6580310.293018
  nChanged 466
		SP:Iteration 29Q (3085.860000 sec): 3 clusters
  Score: Raw -6585695.106626 + Penalty 5288.213110 = -6580406.893516
  nChanged 480
		SP:Iteration 30Q (3086.020000 sec): 3 clusters
  Score: Raw -6585801.054084 + Penalty 5288.213110 = -6580512.840974
  nChanged 496
		SP:Iteration 31Q (3086.190000 sec): 3 clusters
  Score: Raw -6585916.817800 + Penalty 5288.213110 = -6580628.604690
  nChanged 516
		SP:Iteration 32Q (3086.350000 sec): 3 clusters
  Score: Raw -6586054.658724 + Penalty 5288.213110 = -6580766.445614
  nChanged 573
		SP:Iteration 33Q (3086.520000 sec): 3 clusters
  Score: Raw -6586217.334964 + Penalty 5288.213110 = -6580929.121854
  nChanged 573
		SP:Iteration 34Q (3086.680000 sec): 3 clusters
  Score: Raw -6586396.513272 + Penalty 5288.213110 = -6581108.300162
  nChanged 626
		SP:Iteration 35Q (3086.840000 sec): 3 clusters
  Score: Raw -6586599.075125 + Penalty 5288.213110 = -6581310.862015
  nChanged 623
		SP:Iteration 36Q (3087.000000 sec): 3 clusters
  Score: Raw -6586811.206407 + Penalty 5288.213110 = -6581522.993297
  nChanged 651
		SP:Iteration 37Q (3087.160000 sec): 3 clusters
  Score: Raw -6587056.377536 + Penalty 5288.213110 = -6581768.164426
  nChanged 665
		SP:Iteration 38Q (3087.310000 sec): 3 clusters
  Score: Raw -6587327.176808 + Penalty 5288.213110 = -6582038.963698
  nChanged 675
		SP:Iteration 39Q (3087.470000 sec): 3 clusters
  Score: Raw -6587613.975759 + Penalty 5288.213110 = -6582325.762649
  nChanged 630
		SP:Iteration 40F (3087.640000 sec): 3 clusters
  Score: Raw -6587901.216679 + Penalty 5288.213110 = -6582613.003569
  nChanged 595
		SP:Iteration 41Q (3087.790000 sec): 3 clusters
  Score: Raw -6588172.428463 + Penalty 5288.213110 = -6582884.215353
  nChanged 544
		SP:Iteration 42Q (3087.940000 sec): 3 clusters
  Score: Raw -6588432.658902 + Penalty 5288.213110 = -6583144.445792
  nChanged 514
		SP:Iteration 43Q (3088.090000 sec): 3 clusters
  Score: Raw -6588713.366674 + Penalty 5288.213110 = -6583425.153564
  nChanged 482
		SP:Iteration 44Q (3088.230000 sec): 3 clusters
  Score: Raw -6588982.417278 + Penalty 5288.213110 = -6583694.204168
  nChanged 451
		SP:Iteration 45Q (3088.380000 sec): 3 clusters
  Score: Raw -6589237.824693 + Penalty 5288.213110 = -6583949.611583
  nChanged 423
		SP:Iteration 46Q (3088.520000 sec): 3 clusters
  Score: Raw -6589448.888510 + Penalty 5288.213110 = -6584160.675400
  nChanged 354
		SP:Iteration 47Q (3088.660000 sec): 3 clusters
  Score: Raw -6589618.743960 + Penalty 5288.213110 = -6584330.530850
  nChanged 307
		SP:Iteration 48Q (3088.800000 sec): 3 clusters
  Score: Raw -6589764.049815 + Penalty 5288.213110 = -6584475.836705
  nChanged 253
		SP:Iteration 49Q (3088.940000 sec): 3 clusters
  Score: Raw -6589872.024173 + Penalty 5288.213110 = -6584583.811063
  nChanged 240
		SP:Iteration 50Q (3089.070000 sec): 3 clusters
  Score: Raw -6589967.040886 + Penalty 5288.213110 = -6584678.827776
  nChanged 212
		SP:Iteration 51Q (3089.210000 sec): 3 clusters
  Score: Raw -6590042.485289 + Penalty 5288.213110 = -6584754.272179
  nChanged 166
		SP:Iteration 52Q (3089.340000 sec): 3 clusters
  Score: Raw -6590093.888414 + Penalty 5288.213110 = -6584805.675304
  nChanged 141
		SP:Iteration 53Q (3089.470000 sec): 3 clusters
  Score: Raw -6590135.416578 + Penalty 5288.213110 = -6584847.203468
  nChanged 111
		SP:Iteration 54Q (3089.600000 sec): 3 clusters
  Score: Raw -6590168.416343 + Penalty 5288.213110 = -6584880.203233
  nChanged 96
		SP:Iteration 55Q (3089.740000 sec): 3 clusters
  Score: Raw -6590192.117057 + Penalty 5288.213110 = -6584903.903947
  nChanged 71
		SP:Iteration 56Q (3089.860000 sec): 3 clusters
  Score: Raw -6590207.730893 + Penalty 5288.213110 = -6584919.517783
  nChanged 60
		SP:Iteration 57Q (3090.000000 sec): 3 clusters
  Score: Raw -6590218.513500 + Penalty 5288.213110 = -6584930.300390
  nChanged 52
		SP:Iteration 58Q (3090.120000 sec): 3 clusters
  Score: Raw -6590229.131798 + Penalty 5288.213110 = -6584940.918688
  nChanged 39
		SP:Iteration 59Q (3090.260000 sec): 3 clusters
  Score: Raw -6590236.005475 + Penalty 5288.213110 = -6584947.792365
  nChanged 34
		SP:Iteration 60F (3090.420000 sec): 3 clusters
  Score: Raw -6590243.017217 + Penalty 5288.213110 = -6584954.804107
  nChanged 36
		SP:Iteration 61Q (3090.550000 sec): 3 clusters
  Score: Raw -6590250.838266 + Penalty 5288.213110 = -6584962.625156
  nChanged 39
		SP:Iteration 62Q (3090.680000 sec): 3 clusters
  Score: Raw -6590258.461112 + Penalty 5288.213110 = -6584970.248002
  nChanged 25
		SP:Iteration 63Q (3090.810000 sec): 3 clusters
  Score: Raw -6590263.114446 + Penalty 5288.213110 = -6584974.901336
  nChanged 27
		SP:Iteration 64Q (3090.940000 sec): 3 clusters
  Score: Raw -6590267.591471 + Penalty 5288.213110 = -6584979.378361
  nChanged 31
		SP:Iteration 65Q (3091.080000 sec): 3 clusters
  Score: Raw -6590272.760136 + Penalty 5288.213110 = -6584984.547026
  nChanged 28
		SP:Iteration 66Q (3091.200000 sec): 3 clusters
  Score: Raw -6590278.780973 + Penalty 5288.213110 = -6584990.567863
  nChanged 30
		SP:Iteration 67Q (3091.330000 sec): 3 clusters
  Score: Raw -6590285.176550 + Penalty 5288.213110 = -6584996.963440
  nChanged 26
		SP:Iteration 68Q (3091.460000 sec): 3 clusters
  Score: Raw -6590290.442178 + Penalty 5288.213110 = -6585002.229068
  nChanged 18
		SP:Iteration 69Q (3091.590000 sec): 3 clusters
  Score: Raw -6590294.244220 + Penalty 5288.213110 = -6585006.031110
  nChanged 20
		SP:Iteration 70Q (3091.720000 sec): 3 clusters
  Score: Raw -6590297.743995 + Penalty 5288.213110 = -6585009.530885
  nChanged 11
		SP:Iteration 71Q (3091.850000 sec): 3 clusters
  Score: Raw -6590299.554896 + Penalty 5288.213110 = -6585011.341786
  nChanged 10
		SP:Iteration 72Q (3091.980000 sec): 3 clusters
  Score: Raw -6590301.531298 + Penalty 5288.213110 = -6585013.318188
  nChanged 16
		SP:Iteration 73Q (3092.100000 sec): 3 clusters
  Score: Raw -6590304.630977 + Penalty 5288.213110 = -6585016.417867
  nChanged 16
		SP:Iteration 74Q (3092.230000 sec): 3 clusters
  Score: Raw -6590307.983322 + Penalty 5288.213110 = -6585019.770212
  nChanged 13
		SP:Iteration 75Q (3092.360000 sec): 3 clusters
  Score: Raw -6590310.658411 + Penalty 5288.213110 = -6585022.445302
  nChanged 14
		SP:Iteration 76Q (3092.490000 sec): 3 clusters
  Score: Raw -6590312.996893 + Penalty 5288.213110 = -6585024.783783
  nChanged 11
		SP:Iteration 77Q (3092.620000 sec): 3 clusters
  Score: Raw -6590314.474207 + Penalty 5288.213110 = -6585026.261097
  nChanged 9
		SP:Iteration 78Q (3092.740000 sec): 3 clusters
  Score: Raw -6590315.859483 + Penalty 5288.213110 = -6585027.646373
  nChanged 3
		SP:Iteration 79Q (3092.880000 sec): 3 clusters
  Score: Raw -6590316.188892 + Penalty 5288.213110 = -6585027.975782
  nChanged 2
		SP:Iteration 80F (3093.040000 sec): 3 clusters
  Score: Raw -6590316.498792 + Penalty 5288.213110 = -6585028.285682
  nChanged 4
		SP:Iteration 81Q (3093.180000 sec): 3 clusters
  Score: Raw -6590317.219914 + Penalty 5288.213110 = -6585029.006804
  nChanged 3
		SP:Iteration 82Q (3093.300000 sec): 3 clusters
  Score: Raw -6590317.741982 + Penalty 5288.213110 = -6585029.528872
  nChanged 3
		SP:Iteration 83Q (3093.430000 sec): 3 clusters
  Score: Raw -6590318.067621 + Penalty 5288.213110 = -6585029.854511
  nChanged 1
		SP:Iteration 84Q (3093.560000 sec): 3 clusters
  Score: Raw -6590318.246541 + Penalty 5288.213110 = -6585030.033431
  nChanged 3
		SP:Iteration 85Q (3093.680000 sec): 3 clusters
  Score: Raw -6590318.691711 + Penalty 5288.213110 = -6585030.478601
  nChanged 6
		SP:Iteration 86Q (3093.810000 sec): 3 clusters
  Score: Raw -6590319.631042 + Penalty 5288.213110 = -6585031.417932
  nChanged 3
		SP:Iteration 87Q (3093.940000 sec): 3 clusters
  Score: Raw -6590319.948786 + Penalty 5288.213110 = -6585031.735676
  nChanged 4
		SP:Iteration 88Q (3094.070000 sec): 3 clusters
  Score: Raw -6590320.394466 + Penalty 5288.213110 = -6585032.181357
  nChanged 2
		SP:Iteration 89Q (3094.200000 sec): 3 clusters
  Score: Raw -6590320.690575 + Penalty 5288.213110 = -6585032.477465
  nChanged 1
		SP:Iteration 90Q (3094.320000 sec): 3 clusters
  Score: Raw -6590320.796310 + Penalty 5288.213110 = -6585032.583200
  nChanged 0
		SP:Iteration 91F (3094.490000 sec): 3 clusters
  Score: Raw -6590320.796310 + Penalty 5288.213110 = -6585032.583200
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3094.930000 sec): 2 clusters
  Score: Raw -17410225.240605 + Penalty 2899.304819 = -17407325.935786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3095.420000 sec): 3 clusters
  Score: Raw -17333193.034114 + Penalty 5798.609638 = -17327394.424477
  nChanged 56788
		SP:Iteration 1F (3095.910000 sec): 3 clusters
  Score: Raw -17366145.735395 + Penalty 5798.609638 = -17360347.125757
  nChanged 4584
		SP:Iteration 2Q (3096.410000 sec): 3 clusters
  Score: Raw -17367766.741908 + Penalty 5798.609638 = -17361968.132271
  nChanged 5536
		SP:Iteration 3Q (3096.910000 sec): 3 clusters
  Score: Raw -17370478.691704 + Penalty 5798.609638 = -17364680.082066
  nChanged 7008
		SP:Iteration 4F (3097.400000 sec): 3 clusters
  Score: Raw -17375171.843341 + Penalty 5798.609638 = -17369373.233703
  nChanged 8557
		SP:Iteration 5F (3097.890000 sec): 3 clusters
  Score: Raw -17382294.820139 + Penalty 5798.609638 = -17376496.210502
  nChanged 8746
		SP:Iteration 6F (3098.380000 sec): 3 clusters
  Score: Raw -17390098.960103 + Penalty 5798.609638 = -17384300.350465
  nChanged 7408
		SP:Iteration 7F (3098.880000 sec): 3 clusters
  Score: Raw -17395648.583179 + Penalty 5798.609638 = -17389849.973542
  nChanged 5467
		SP:Iteration 8Q (3099.350000 sec): 3 clusters
  Score: Raw -17398658.342493 + Penalty 5798.609638 = -17392859.732856
  nChanged 4111
		SP:Iteration 9Q (3099.800000 sec): 3 clusters
  Score: Raw -17400405.892450 + Penalty 5798.609638 = -17394607.282813
  nChanged 3234
		SP:Iteration 10Q (3100.260000 sec): 3 clusters
  Score: Raw -17401571.251707 + Penalty 5798.609638 = -17395772.642069
  nChanged 2701
		SP:Iteration 11Q (3100.700000 sec): 3 clusters
  Score: Raw -17402439.644242 + Penalty 5798.609638 = -17396641.034605
  nChanged 2315
		SP:Iteration 12Q (3101.140000 sec): 3 clusters
  Score: Raw -17403133.098993 + Penalty 5798.609638 = -17397334.489355
  nChanged 2030
		SP:Iteration 13Q (3101.580000 sec): 3 clusters
  Score: Raw -17403707.456175 + Penalty 5798.609638 = -17397908.846537
  nChanged 1875
		SP:Iteration 14Q (3102.030000 sec): 3 clusters
  Score: Raw -17404230.961606 + Penalty 5798.609638 = -17398432.351968
  nChanged 1687
		SP:Iteration 15Q (3102.460000 sec): 3 clusters
  Score: Raw -17404705.472850 + Penalty 5798.609638 = -17398906.863212
  nChanged 1619
		SP:Iteration 16Q (3102.900000 sec): 3 clusters
  Score: Raw -17405162.834872 + Penalty 5798.609638 = -17399364.225234
  nChanged 1565
		SP:Iteration 17Q (3103.340000 sec): 3 clusters
  Score: Raw -17405597.461790 + Penalty 5798.609638 = -17399798.852153
  nChanged 1577
		SP:Iteration 18Q (3103.780000 sec): 3 clusters
  Score: Raw -17406021.291986 + Penalty 5798.609638 = -17400222.682348
  nChanged 1565
		SP:Iteration 19Q (3104.220000 sec): 3 clusters
  Score: Raw -17406433.122740 + Penalty 5798.609638 = -17400634.513103
  nChanged 1538
		SP:Iteration 20F (3104.690000 sec): 3 clusters
  Score: Raw -17406837.411423 + Penalty 5798.609638 = -17401038.801786
  nChanged 1552
		SP:Iteration 21Q (3105.110000 sec): 3 clusters
  Score: Raw -17407243.615397 + Penalty 5798.609638 = -17401445.005760
  nChanged 1562
		SP:Iteration 22Q (3105.530000 sec): 3 clusters
  Score: Raw -17407658.342549 + Penalty 5798.609638 = -17401859.732912
  nChanged 1583
		SP:Iteration 23Q (3105.950000 sec): 3 clusters
  Score: Raw -17408083.678516 + Penalty 5798.609638 = -17402285.068878
  nChanged 1559
		SP:Iteration 24Q (3106.360000 sec): 3 clusters
  Score: Raw -17408514.643307 + Penalty 5798.609638 = -17402716.033670
  nChanged 1566
		SP:Iteration 25Q (3106.780000 sec): 3 clusters
  Score: Raw -17408955.900017 + Penalty 5798.609638 = -17403157.290379
  nChanged 1558
		SP:Iteration 26Q (3107.200000 sec): 3 clusters
  Score: Raw -17409371.768525 + Penalty 5798.609638 = -17403573.158887
  nChanged 1461
		SP:Iteration 27Q (3107.610000 sec): 3 clusters
  Score: Raw -17409749.516688 + Penalty 5798.609638 = -17403950.907050
  nChanged 1346
		SP:Iteration 28Q (3108.030000 sec): 3 clusters
  Score: Raw -17410078.328317 + Penalty 5798.609638 = -17404279.718679
  nChanged 1236
		SP:Iteration 29Q (3108.440000 sec): 3 clusters
  Score: Raw -17410355.503547 + Penalty 5798.609638 = -17404556.893910
  nChanged 1169
		SP:Iteration 30Q (3108.850000 sec): 3 clusters
  Score: Raw -17410602.792516 + Penalty 5798.609638 = -17404804.182878
  nChanged 1086
		SP:Iteration 31Q (3109.260000 sec): 3 clusters
  Score: Raw -17410813.527017 + Penalty 5798.609638 = -17405014.917379
  nChanged 997
		SP:Iteration 32Q (3109.670000 sec): 3 clusters
  Score: Raw -17410986.582517 + Penalty 5798.609638 = -17405187.972879
  nChanged 830
		SP:Iteration 33Q (3110.070000 sec): 3 clusters
  Score: Raw -17411110.617577 + Penalty 5798.609638 = -17405312.007939
  nChanged 719
		SP:Iteration 34Q (3110.480000 sec): 3 clusters
  Score: Raw -17411201.920885 + Penalty 5798.609638 = -17405403.311247
  nChanged 652
		SP:Iteration 35Q (3110.890000 sec): 3 clusters
  Score: Raw -17411277.800844 + Penalty 5798.609638 = -17405479.191206
  nChanged 562
		SP:Iteration 36Q (3111.290000 sec): 3 clusters
  Score: Raw -17411337.103198 + Penalty 5798.609638 = -17405538.493560
  nChanged 538
		SP:Iteration 37Q (3111.690000 sec): 3 clusters
  Score: Raw -17411392.672840 + Penalty 5798.609638 = -17405594.063202
  nChanged 503
		SP:Iteration 38Q (3112.100000 sec): 3 clusters
  Score: Raw -17411440.453873 + Penalty 5798.609638 = -17405641.844235
  nChanged 458
		SP:Iteration 39Q (3112.510000 sec): 3 clusters
  Score: Raw -17411483.781606 + Penalty 5798.609638 = -17405685.171968
  nChanged 432
		SP:Iteration 40F (3112.950000 sec): 3 clusters
  Score: Raw -17411521.646093 + Penalty 5798.609638 = -17405723.036456
  nChanged 364
		SP:Iteration 41Q (3113.380000 sec): 3 clusters
  Score: Raw -17411548.085305 + Penalty 5798.609638 = -17405749.475667
  nChanged 296
		SP:Iteration 42Q (3113.810000 sec): 3 clusters
  Score: Raw -17411568.095902 + Penalty 5798.609638 = -17405769.486264
  nChanged 276
		SP:Iteration 43Q (3114.230000 sec): 3 clusters
  Score: Raw -17411585.372299 + Penalty 5798.609638 = -17405786.762662
  nChanged 258
		SP:Iteration 44Q (3114.650000 sec): 3 clusters
  Score: Raw -17411599.282734 + Penalty 5798.609638 = -17405800.673097
  nChanged 205
		SP:Iteration 45Q (3115.080000 sec): 3 clusters
  Score: Raw -17411608.826189 + Penalty 5798.609638 = -17405810.216551
  nChanged 157
		SP:Iteration 46Q (3115.500000 sec): 3 clusters
  Score: Raw -17411615.151821 + Penalty 5798.609638 = -17405816.542183
  nChanged 119
		SP:Iteration 47Q (3115.930000 sec): 3 clusters
  Score: Raw -17411619.232039 + Penalty 5798.609638 = -17405820.622402
  nChanged 107
		SP:Iteration 48Q (3116.360000 sec): 3 clusters
  Score: Raw -17411622.674757 + Penalty 5798.609638 = -17405824.065119
  nChanged 100
		SP:Iteration 49Q (3116.780000 sec): 3 clusters
  Score: Raw -17411625.730577 + Penalty 5798.609638 = -17405827.120940
  nChanged 88
		SP:Iteration 50Q (3117.200000 sec): 3 clusters
  Score: Raw -17411628.209325 + Penalty 5798.609638 = -17405829.599687
  nChanged 68
		SP:Iteration 51Q (3117.630000 sec): 3 clusters
  Score: Raw -17411630.191251 + Penalty 5798.609638 = -17405831.581614
  nChanged 59
		SP:Iteration 52Q (3118.050000 sec): 3 clusters
  Score: Raw -17411631.928563 + Penalty 5798.609638 = -17405833.318925
  nChanged 61
		SP:Iteration 53Q (3118.470000 sec): 3 clusters
  Score: Raw -17411633.504613 + Penalty 5798.609638 = -17405834.894975
  nChanged 51
		SP:Iteration 54Q (3118.900000 sec): 3 clusters
  Score: Raw -17411634.535806 + Penalty 5798.609638 = -17405835.926169
  nChanged 54
		SP:Iteration 55Q (3119.320000 sec): 3 clusters
  Score: Raw -17411635.750453 + Penalty 5798.609638 = -17405837.140815
  nChanged 52
		SP:Iteration 56Q (3119.740000 sec): 3 clusters
  Score: Raw -17411636.774013 + Penalty 5798.609638 = -17405838.164375
  nChanged 43
		SP:Iteration 57Q (3120.160000 sec): 3 clusters
  Score: Raw -17411637.618289 + Penalty 5798.609638 = -17405839.008651
  nChanged 40
		SP:Iteration 58Q (3120.620000 sec): 3 clusters
  Score: Raw -17411638.275353 + Penalty 5798.609638 = -17405839.665715
  nChanged 25
		SP:Iteration 59Q (3121.070000 sec): 3 clusters
  Score: Raw -17411638.656347 + Penalty 5798.609638 = -17405840.046709
  nChanged 21
		SP:Iteration 60F (3121.550000 sec): 3 clusters
  Score: Raw -17411638.931656 + Penalty 5798.609638 = -17405840.322019
  nChanged 19
		SP:Iteration 61Q (3122.010000 sec): 3 clusters
  Score: Raw -17411639.244083 + Penalty 5798.609638 = -17405840.634446
  nChanged 9
		SP:Iteration 62Q (3122.470000 sec): 3 clusters
  Score: Raw -17411639.339620 + Penalty 5798.609638 = -17405840.729982
  nChanged 7
		SP:Iteration 63Q (3122.920000 sec): 3 clusters
  Score: Raw -17411639.412224 + Penalty 5798.609638 = -17405840.802586
  nChanged 5
		SP:Iteration 64Q (3123.380000 sec): 3 clusters
  Score: Raw -17411639.460049 + Penalty 5798.609638 = -17405840.850411
  nChanged 3
		SP:Iteration 65Q (3123.830000 sec): 3 clusters
  Score: Raw -17411639.488701 + Penalty 5798.609638 = -17405840.879063
  nChanged 4
		SP:Iteration 66Q (3124.300000 sec): 3 clusters
  Score: Raw -17411639.539637 + Penalty 5798.609638 = -17405840.929999
  nChanged 5
		SP:Iteration 67Q (3124.760000 sec): 3 clusters
  Score: Raw -17411639.616145 + Penalty 5798.609638 = -17405841.006508
  nChanged 4
		SP:Iteration 68Q (3125.210000 sec): 3 clusters
  Score: Raw -17411639.659125 + Penalty 5798.609638 = -17405841.049487
  nChanged 3
		SP:Iteration 69Q (3125.670000 sec): 3 clusters
  Score: Raw -17411639.678397 + Penalty 5798.609638 = -17405841.068760
  nChanged 3
		SP:Iteration 70Q (3126.120000 sec): 3 clusters
  Score: Raw -17411639.708294 + Penalty 5798.609638 = -17405841.098657
  nChanged 2
		SP:Iteration 71Q (3126.580000 sec): 3 clusters
  Score: Raw -17411639.731632 + Penalty 5798.609638 = -17405841.121994
  nChanged 0
		SP:Iteration 72F (3127.070000 sec): 3 clusters
  Score: Raw -17411639.731632 + Penalty 5798.609638 = -17405841.121994
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3127.160000 sec): 2 clusters
  Score: Raw -1775832.895195 + Penalty 2321.847580 = -1773511.047615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3127.200000 sec): 3 clusters
  Score: Raw -1769433.793264 + Penalty 4643.695160 = -1764790.098104
  nChanged 4882
		SP:Iteration 1F (3127.250000 sec): 3 clusters
  Score: Raw -1771978.650812 + Penalty 4643.695160 = -1767334.955653
  nChanged 669
		SP:Iteration 2F (3127.290000 sec): 3 clusters
  Score: Raw -1772240.424033 + Penalty 4643.695160 = -1767596.728874
  nChanged 522
		SP:Iteration 3Q (3127.340000 sec): 3 clusters
  Score: Raw -1772429.559652 + Penalty 4643.695160 = -1767785.864492
  nChanged 409
		SP:Iteration 4Q (3127.390000 sec): 3 clusters
  Score: Raw -1772571.830550 + Penalty 4643.695160 = -1767928.135390
  nChanged 367
		SP:Iteration 5Q (3127.430000 sec): 3 clusters
  Score: Raw -1772695.740866 + Penalty 4643.695160 = -1768052.045706
  nChanged 318
		SP:Iteration 6Q (3127.480000 sec): 3 clusters
  Score: Raw -1772803.082624 + Penalty 4643.695160 = -1768159.387464
  nChanged 267
		SP:Iteration 7Q (3127.530000 sec): 3 clusters
  Score: Raw -1772894.587307 + Penalty 4643.695160 = -1768250.892148
  nChanged 290
		SP:Iteration 8Q (3127.570000 sec): 3 clusters
  Score: Raw -1773007.161354 + Penalty 4643.695160 = -1768363.466194
  nChanged 362
		SP:Iteration 9Q (3127.620000 sec): 3 clusters
  Score: Raw -1773187.886252 + Penalty 4643.695160 = -1768544.191092
  nChanged 420
		SP:Iteration 10Q (3127.670000 sec): 3 clusters
  Score: Raw -1773421.097975 + Penalty 4643.695160 = -1768777.402816
  nChanged 504
		SP:Iteration 11Q (3127.710000 sec): 3 clusters
  Score: Raw -1773722.135430 + Penalty 4643.695160 = -1769078.440271
  nChanged 534
		SP:Iteration 12Q (3127.760000 sec): 3 clusters
  Score: Raw -1774072.126660 + Penalty 4643.695160 = -1769428.431501
  nChanged 544
		SP:Iteration 13Q (3127.810000 sec): 3 clusters
  Score: Raw -1774462.941063 + Penalty 4643.695160 = -1769819.245904
  nChanged 508
		SP:Iteration 14Q (3127.850000 sec): 3 clusters
  Score: Raw -1774871.833321 + Penalty 4643.695160 = -1770228.138162
  nChanged 456
		SP:Iteration 15Q (3127.890000 sec): 3 clusters
  Score: Raw -1775283.458820 + Penalty 4643.695160 = -1770639.763660
  nChanged 326
		SP:Iteration 16Q (3127.940000 sec): 3 clusters
  Score: Raw -1775581.351890 + Penalty 4643.695160 = -1770937.656730
  nChanged 209
		SP:Iteration 17Q (3127.980000 sec): 3 clusters
  Score: Raw -1775782.962534 + Penalty 4643.695160 = -1771139.267374
  nChanged 130
		SP:Iteration 18Q (3128.010000 sec): 3 clusters
  Score: Raw -1775902.630416 + Penalty 4643.695160 = -1771258.935256
  nChanged 70
		SP:Iteration 19Q (3128.050000 sec): 3 clusters
  Score: Raw -1775962.307536 + Penalty 4643.695160 = -1771318.612376
  nChanged 38
		SP:Iteration 20F (3128.100000 sec): 3 clusters
  Score: Raw -1775999.800616 + Penalty 4643.695160 = -1771356.105456
  nChanged 32
		SP:Iteration 21Q (3128.130000 sec): 3 clusters
  Score: Raw -1776039.433934 + Penalty 4643.695160 = -1771395.738774
  nChanged 24
		SP:Iteration 22Q (3128.170000 sec): 3 clusters
  Score: Raw -1776068.421857 + Penalty 4643.695160 = -1771424.726697
  nChanged 17
		SP:Iteration 23Q (3128.210000 sec): 3 clusters
  Score: Raw -1776090.605865 + Penalty 4643.695160 = -1771446.910706
  nChanged 15
		SP:Iteration 24Q (3128.240000 sec): 3 clusters
  Score: Raw -1776111.253945 + Penalty 4643.695160 = -1771467.558785
  nChanged 11
		SP:Iteration 25Q (3128.270000 sec): 3 clusters
  Score: Raw -1776124.928823 + Penalty 4643.695160 = -1771481.233663
  nChanged 4
		SP:Iteration 26Q (3128.310000 sec): 3 clusters
  Score: Raw -1776128.635429 + Penalty 4643.695160 = -1771484.940270
  nChanged 1
		SP:Iteration 27Q (3128.340000 sec): 3 clusters
  Score: Raw -1776129.467082 + Penalty 4643.695160 = -1771485.771922
  nChanged 0
		SP:Iteration 28F (3128.390000 sec): 3 clusters
  Score: Raw -1776129.467082 + Penalty 4643.695160 = -1771485.771922
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (3740 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3128.410000 sec): 2 clusters
  Score: Raw -535244.074278 + Penalty 2040.256541 = -533203.817737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3128.420000 sec): 3 clusters
  Score: Raw -533512.273498 + Penalty 4080.513082 = -529431.760417
  nChanged 1353
		SP:Iteration 1F (3128.430000 sec): 3 clusters
  Score: Raw -534310.146143 + Penalty 4080.513082 = -530229.633061
  nChanged 257
		SP:Iteration 2F (3128.450000 sec): 3 clusters
  Score: Raw -534462.518242 + Penalty 4080.513082 = -530382.005161
  nChanged 170
		SP:Iteration 3Q (3128.470000 sec): 3 clusters
  Score: Raw -534563.369172 + Penalty 4080.513082 = -530482.856090
  nChanged 137
		SP:Iteration 4Q (3128.480000 sec): 3 clusters
  Score: Raw -534642.000747 + Penalty 4080.513082 = -530561.487665
  nChanged 116
		SP:Iteration 5Q (3128.490000 sec): 3 clusters
  Score: Raw -534706.185180 + Penalty 4080.513082 = -530625.672098
  nChanged 85
		SP:Iteration 6Q (3128.510000 sec): 3 clusters
  Score: Raw -534744.671359 + Penalty 4080.513082 = -530664.158277
  nChanged 60
		SP:Iteration 7Q (3128.520000 sec): 3 clusters
  Score: Raw -534770.822004 + Penalty 4080.513082 = -530690.308922
  nChanged 50
		SP:Iteration 8Q (3128.540000 sec): 3 clusters
  Score: Raw -534796.073848 + Penalty 4080.513082 = -530715.560767
  nChanged 46
		SP:Iteration 9Q (3128.550000 sec): 3 clusters
  Score: Raw -534814.667907 + Penalty 4080.513082 = -530734.154825
  nChanged 41
		SP:Iteration 10Q (3128.570000 sec): 3 clusters
  Score: Raw -534834.941591 + Penalty 4080.513082 = -530754.428510
  nChanged 40
		SP:Iteration 11Q (3128.580000 sec): 3 clusters
  Score: Raw -534851.851357 + Penalty 4080.513082 = -530771.338275
  nChanged 33
		SP:Iteration 12Q (3128.600000 sec): 3 clusters
  Score: Raw -534865.215393 + Penalty 4080.513082 = -530784.702312
  nChanged 30
		SP:Iteration 13Q (3128.610000 sec): 3 clusters
  Score: Raw -534877.497734 + Penalty 4080.513082 = -530796.984653
  nChanged 36
		SP:Iteration 14Q (3128.630000 sec): 3 clusters
  Score: Raw -534896.658626 + Penalty 4080.513082 = -530816.145544
  nChanged 47
		SP:Iteration 15Q (3128.640000 sec): 3 clusters
  Score: Raw -534917.084620 + Penalty 4080.513082 = -530836.571539
  nChanged 39
		SP:Iteration 16Q (3128.660000 sec): 3 clusters
  Score: Raw -534935.760165 + Penalty 4080.513082 = -530855.247083
  nChanged 36
		SP:Iteration 17Q (3128.670000 sec): 3 clusters
  Score: Raw -534951.073717 + Penalty 4080.513082 = -530870.560635
  nChanged 32
		SP:Iteration 18Q (3128.690000 sec): 3 clusters
  Score: Raw -534968.585384 + Penalty 4080.513082 = -530888.072302
  nChanged 45
		SP:Iteration 19Q (3128.700000 sec): 3 clusters
  Score: Raw -534992.572601 + Penalty 4080.513082 = -530912.059520
  nChanged 49
		SP:Iteration 20F (3128.710000 sec): 3 clusters
  Score: Raw -535013.829069 + Penalty 4080.513082 = -530933.315987
  nChanged 33
		SP:Iteration 21Q (3128.730000 sec): 3 clusters
  Score: Raw -535027.148718 + Penalty 4080.513082 = -530946.635637
  nChanged 28
		SP:Iteration 22Q (3128.750000 sec): 3 clusters
  Score: Raw -535038.918521 + Penalty 4080.513082 = -530958.405439
  nChanged 29
		SP:Iteration 23Q (3128.760000 sec): 3 clusters
  Score: Raw -535054.759748 + Penalty 4080.513082 = -530974.246666
  nChanged 35
		SP:Iteration 24Q (3128.770000 sec): 3 clusters
  Score: Raw -535071.727651 + Penalty 4080.513082 = -530991.214569
  nChanged 42
		SP:Iteration 25Q (3128.790000 sec): 3 clusters
  Score: Raw -535090.891402 + Penalty 4080.513082 = -531010.378320
  nChanged 32
		SP:Iteration 26Q (3128.800000 sec): 3 clusters
  Score: Raw -535106.116499 + Penalty 4080.513082 = -531025.603418
  nChanged 30
		SP:Iteration 27Q (3128.820000 sec): 3 clusters
  Score: Raw -535118.267046 + Penalty 4080.513082 = -531037.753965
  nChanged 23
		SP:Iteration 28Q (3128.830000 sec): 3 clusters
  Score: Raw -535132.700188 + Penalty 4080.513082 = -531052.187106
  nChanged 26
		SP:Iteration 29Q (3128.850000 sec): 3 clusters
  Score: Raw -535150.496564 + Penalty 4080.513082 = -531069.983483
  nChanged 25
		SP:Iteration 30Q (3128.860000 sec): 3 clusters
  Score: Raw -535165.531637 + Penalty 4080.513082 = -531085.018555
  nChanged 32
		SP:Iteration 31Q (3128.880000 sec): 3 clusters
  Score: Raw -535180.446966 + Penalty 4080.513082 = -531099.933884
  nChanged 22
		SP:Iteration 32Q (3128.890000 sec): 3 clusters
  Score: Raw -535192.592298 + Penalty 4080.513082 = -531112.079216
  nChanged 13
		SP:Iteration 33Q (3128.910000 sec): 3 clusters
  Score: Raw -535197.359707 + Penalty 4080.513082 = -531116.846626
  nChanged 11
		SP:Iteration 34Q (3128.920000 sec): 3 clusters
  Score: Raw -535201.156239 + Penalty 4080.513082 = -531120.643157
  nChanged 8
		SP:Iteration 35Q (3128.930000 sec): 3 clusters
  Score: Raw -535205.572405 + Penalty 4080.513082 = -531125.059323
  nChanged 13
		SP:Iteration 36Q (3128.950000 sec): 3 clusters
  Score: Raw -535210.479030 + Penalty 4080.513082 = -531129.965949
  nChanged 14
		SP:Iteration 37Q (3128.970000 sec): 3 clusters
  Score: Raw -535215.905929 + Penalty 4080.513082 = -531135.392847
  nChanged 8
		SP:Iteration 38Q (3128.980000 sec): 3 clusters
  Score: Raw -535218.200785 + Penalty 4080.513082 = -531137.687703
  nChanged 4
		SP:Iteration 39Q (3128.990000 sec): 3 clusters
  Score: Raw -535219.245857 + Penalty 4080.513082 = -531138.732775
  nChanged 3
		SP:Iteration 40F (3129.010000 sec): 3 clusters
  Score: Raw -535219.772778 + Penalty 4080.513082 = -531139.259696
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3129.010000 sec): 2 clusters
  Score: Raw -27239.942278 + Penalty 1352.919637 = -25887.022641
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3129.010000 sec): 3 clusters
  Score: Raw -27491.737114 + Penalty 2705.839273 = -24785.897841
  nChanged 31
		SP:Iteration 1F (3129.010000 sec): 3 clusters
  Score: Raw -27651.737425 + Penalty 2705.839273 = -24945.898152
  nChanged 11
		SP:Iteration 2Q (3129.020000 sec): 3 clusters
  Score: Raw -27722.041408 + Penalty 2705.839273 = -25016.202135
  nChanged 6
		SP:Iteration 3Q (3129.020000 sec): 3 clusters
  Score: Raw -27792.857037 + Penalty 2705.839273 = -25087.017764
  nChanged 5
		SP:Iteration 4Q (3129.020000 sec): 3 clusters
  Score: Raw -27825.022497 + Penalty 2705.839273 = -25119.183224
  nChanged 5
		SP:Iteration 5Q (3129.020000 sec): 3 clusters
  Score: Raw -27852.433868 + Penalty 2705.839273 = -25146.594594
  nChanged 1
		SP:Iteration 6Q (3129.020000 sec): 3 clusters
  Score: Raw -27866.600349 + Penalty 2705.839273 = -25160.761076
  nChanged 1
		SP:Iteration 7Q (3129.020000 sec): 3 clusters
  Score: Raw -27872.912919 + Penalty 2705.839273 = -25167.073646
  nChanged 1
		SP:Iteration 8Q (3129.020000 sec): 3 clusters
  Score: Raw -27878.356377 + Penalty 2705.839273 = -25172.517104
  nChanged 2
		SP:Iteration 9Q (3129.020000 sec): 3 clusters
  Score: Raw -27895.403663 + Penalty 2705.839273 = -25189.564390
  nChanged 2
		SP:Iteration 10Q (3129.020000 sec): 3 clusters
  Score: Raw -27913.395028 + Penalty 2705.839273 = -25207.555755
  nChanged 0
		SP:Iteration 11F (3129.030000 sec): 3 clusters
  Score: Raw -27913.395028 + Penalty 2705.839273 = -25207.555755
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (30933 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3129.140000 sec): 2 clusters
  Score: Raw -4515764.815052 + Penalty 2564.215556 = -4513200.599496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3129.270000 sec): 3 clusters
  Score: Raw -4497200.262436 + Penalty 5128.431112 = -4492071.831324
  nChanged 13922
		SP:Iteration 1F (3129.390000 sec): 3 clusters
  Score: Raw -4504790.511585 + Penalty 5128.431112 = -4499662.080474
  nChanged 1470
		SP:Iteration 2Q (3129.520000 sec): 3 clusters
  Score: Raw -4505361.247645 + Penalty 5128.431112 = -4500232.816534
  nChanged 1382
		SP:Iteration 3Q (3129.640000 sec): 3 clusters
  Score: Raw -4505965.318743 + Penalty 5128.431112 = -4500836.887632
  nChanged 1320
		SP:Iteration 4Q (3129.770000 sec): 3 clusters
  Score: Raw -4506587.458547 + Penalty 5128.431112 = -4501459.027435
  nChanged 1309
		SP:Iteration 5Q (3129.890000 sec): 3 clusters
  Score: Raw -4507255.606679 + Penalty 5128.431112 = -4502127.175567
  nChanged 1442
		SP:Iteration 6Q (3130.010000 sec): 3 clusters
  Score: Raw -4508019.970294 + Penalty 5128.431112 = -4502891.539182
  nChanged 1589
		SP:Iteration 7F (3130.140000 sec): 3 clusters
  Score: Raw -4508888.361847 + Penalty 5128.431112 = -4503759.930736
  nChanged 1661
		SP:Iteration 8F (3130.260000 sec): 3 clusters
  Score: Raw -4509735.375137 + Penalty 5128.431112 = -4504606.944025
  nChanged 1646
		SP:Iteration 9F (3130.380000 sec): 3 clusters
  Score: Raw -4510488.302768 + Penalty 5128.431112 = -4505359.871657
  nChanged 1399
		SP:Iteration 10Q (3130.510000 sec): 3 clusters
  Score: Raw -4511072.335478 + Penalty 5128.431112 = -4505943.904367
  nChanged 1184
		SP:Iteration 11Q (3130.630000 sec): 3 clusters
  Score: Raw -4511550.351567 + Penalty 5128.431112 = -4506421.920455
  nChanged 965
		SP:Iteration 12Q (3130.750000 sec): 3 clusters
  Score: Raw -4511957.764073 + Penalty 5128.431112 = -4506829.332962
  nChanged 898
		SP:Iteration 13Q (3130.870000 sec): 3 clusters
  Score: Raw -4512318.996297 + Penalty 5128.431112 = -4507190.565185
  nChanged 802
		SP:Iteration 14Q (3130.990000 sec): 3 clusters
  Score: Raw -4512637.281532 + Penalty 5128.431112 = -4507508.850421
  nChanged 754
		SP:Iteration 15Q (3131.120000 sec): 3 clusters
  Score: Raw -4512945.061678 + Penalty 5128.431112 = -4507816.630566
  nChanged 762
		SP:Iteration 16Q (3131.240000 sec): 3 clusters
  Score: Raw -4513265.233131 + Penalty 5128.431112 = -4508136.802019
  nChanged 733
		SP:Iteration 17Q (3131.360000 sec): 3 clusters
  Score: Raw -4513585.717265 + Penalty 5128.431112 = -4508457.286153
  nChanged 689
		SP:Iteration 18Q (3131.480000 sec): 3 clusters
  Score: Raw -4513896.198147 + Penalty 5128.431112 = -4508767.767035
  nChanged 637
		SP:Iteration 19Q (3131.600000 sec): 3 clusters
  Score: Raw -4514206.903948 + Penalty 5128.431112 = -4509078.472836
  nChanged 610
		SP:Iteration 20F (3131.720000 sec): 3 clusters
  Score: Raw -4514604.354084 + Penalty 5128.431112 = -4509475.922972
  nChanged 574
		SP:Iteration 21Q (3131.850000 sec): 3 clusters
  Score: Raw -4515260.582041 + Penalty 5128.431112 = -4510132.150929
  nChanged 514
		SP:Iteration 22Q (3131.970000 sec): 3 clusters
  Score: Raw -4515926.925161 + Penalty 5128.431112 = -4510798.494050
  nChanged 441
		SP:Iteration 23Q (3132.080000 sec): 3 clusters
  Score: Raw -4516135.278057 + Penalty 5128.431112 = -4511006.846945
  nChanged 375
		SP:Iteration 24Q (3132.190000 sec): 3 clusters
  Score: Raw -4516293.063061 + Penalty 5128.431112 = -4511164.631949
  nChanged 331
		SP:Iteration 25Q (3132.300000 sec): 3 clusters
  Score: Raw -4516422.997855 + Penalty 5128.431112 = -4511294.566743
  nChanged 270
		SP:Iteration 26Q (3132.400000 sec): 3 clusters
  Score: Raw -4516517.187511 + Penalty 5128.431112 = -4511388.756399
  nChanged 218
		SP:Iteration 27Q (3132.500000 sec): 3 clusters
  Score: Raw -4516586.290925 + Penalty 5128.431112 = -4511457.859813
  nChanged 153
		SP:Iteration 28Q (3132.600000 sec): 3 clusters
  Score: Raw -4516629.746115 + Penalty 5128.431112 = -4511501.315004
  nChanged 147
		SP:Iteration 29Q (3132.700000 sec): 3 clusters
  Score: Raw -4516668.417314 + Penalty 5128.431112 = -4511539.986203
  nChanged 110
		SP:Iteration 30Q (3132.800000 sec): 3 clusters
  Score: Raw -4516697.506912 + Penalty 5128.431112 = -4511569.075800
  nChanged 96
		SP:Iteration 31Q (3132.900000 sec): 3 clusters
  Score: Raw -4516722.219572 + Penalty 5128.431112 = -4511593.788460
  nChanged 86
		SP:Iteration 32Q (3133.000000 sec): 3 clusters
  Score: Raw -4516742.630078 + Penalty 5128.431112 = -4511614.198966
  nChanged 71
		SP:Iteration 33Q (3133.100000 sec): 3 clusters
  Score: Raw -4516758.483982 + Penalty 5128.431112 = -4511630.052870
  nChanged 61
		SP:Iteration 34Q (3133.190000 sec): 3 clusters
  Score: Raw -4516771.705102 + Penalty 5128.431112 = -4511643.273990
  nChanged 50
		SP:Iteration 35Q (3133.290000 sec): 3 clusters
  Score: Raw -4516784.076992 + Penalty 5128.431112 = -4511655.645881
  nChanged 50
		SP:Iteration 36Q (3133.390000 sec): 3 clusters
  Score: Raw -4516796.042474 + Penalty 5128.431112 = -4511667.611362
  nChanged 50
		SP:Iteration 37Q (3133.480000 sec): 3 clusters
  Score: Raw -4516806.604343 + Penalty 5128.431112 = -4511678.173232
  nChanged 45
		SP:Iteration 38Q (3133.580000 sec): 3 clusters
  Score: Raw -4516814.777007 + Penalty 5128.431112 = -4511686.345895
  nChanged 37
		SP:Iteration 39Q (3133.680000 sec): 3 clusters
  Score: Raw -4516822.877640 + Penalty 5128.431112 = -4511694.446528
  nChanged 36
		SP:Iteration 40F (3133.800000 sec): 3 clusters
  Score: Raw -4516831.567250 + Penalty 5128.431112 = -4511703.136138
  nChanged 36
		SP:Iteration 41Q (3133.900000 sec): 3 clusters
  Score: Raw -4516840.815070 + Penalty 5128.431112 = -4511712.383959
  nChanged 31
		SP:Iteration 42Q (3133.990000 sec): 3 clusters
  Score: Raw -4516846.724069 + Penalty 5128.431112 = -4511718.292957
  nChanged 26
		SP:Iteration 43Q (3134.090000 sec): 3 clusters
  Score: Raw -4516851.932203 + Penalty 5128.431112 = -4511723.501092
  nChanged 22
		SP:Iteration 44Q (3134.180000 sec): 3 clusters
  Score: Raw -4516855.252043 + Penalty 5128.431112 = -4511726.820931
  nChanged 14
		SP:Iteration 45Q (3134.280000 sec): 3 clusters
  Score: Raw -4516857.413943 + Penalty 5128.431112 = -4511728.982831
  nChanged 10
		SP:Iteration 46Q (3134.380000 sec): 3 clusters
  Score: Raw -4516858.978142 + Penalty 5128.431112 = -4511730.547030
  nChanged 11
		SP:Iteration 47Q (3134.470000 sec): 3 clusters
  Score: Raw -4516860.670286 + Penalty 5128.431112 = -4511732.239174
  nChanged 10
		SP:Iteration 48Q (3134.570000 sec): 3 clusters
  Score: Raw -4516861.808344 + Penalty 5128.431112 = -4511733.377232
  nChanged 5
		SP:Iteration 49Q (3134.660000 sec): 3 clusters
  Score: Raw -4516862.375278 + Penalty 5128.431112 = -4511733.944167
  nChanged 4
		SP:Iteration 50Q (3134.760000 sec): 3 clusters
  Score: Raw -4516862.978193 + Penalty 5128.431112 = -4511734.547081
  nChanged 4
		SP:Iteration 51Q (3134.860000 sec): 3 clusters
  Score: Raw -4516863.669732 + Penalty 5128.431112 = -4511735.238620
  nChanged 7
		SP:Iteration 52Q (3134.960000 sec): 3 clusters
  Score: Raw -4516864.998030 + Penalty 5128.431112 = -4511736.566918
  nChanged 13
		SP:Iteration 53Q (3135.050000 sec): 3 clusters
  Score: Raw -4516867.492832 + Penalty 5128.431112 = -4511739.061721
  nChanged 14
		SP:Iteration 54Q (3135.150000 sec): 3 clusters
  Score: Raw -4516870.040539 + Penalty 5128.431112 = -4511741.609427
  nChanged 11
		SP:Iteration 55Q (3135.250000 sec): 3 clusters
  Score: Raw -4516871.613566 + Penalty 5128.431112 = -4511743.182454
  nChanged 10
		SP:Iteration 56Q (3135.340000 sec): 3 clusters
  Score: Raw -4516872.807312 + Penalty 5128.431112 = -4511744.376200
  nChanged 7
		SP:Iteration 57Q (3135.430000 sec): 3 clusters
  Score: Raw -4516873.876358 + Penalty 5128.431112 = -4511745.445246
  nChanged 9
		SP:Iteration 58Q (3135.530000 sec): 3 clusters
  Score: Raw -4516875.254353 + Penalty 5128.431112 = -4511746.823242
  nChanged 9
		SP:Iteration 59Q (3135.630000 sec): 3 clusters
  Score: Raw -4516876.554792 + Penalty 5128.431112 = -4511748.123680
  nChanged 8
		SP:Iteration 60F (3135.750000 sec): 3 clusters
  Score: Raw -4516877.630983 + Penalty 5128.431112 = -4511749.199871
  nChanged 8
		SP:Iteration 61Q (3135.850000 sec): 3 clusters
  Score: Raw -4516878.594070 + Penalty 5128.431112 = -4511750.162958
  nChanged 6
		SP:Iteration 62Q (3135.940000 sec): 3 clusters
  Score: Raw -4516879.327510 + Penalty 5128.431112 = -4511750.896399
  nChanged 4
		SP:Iteration 63Q (3136.040000 sec): 3 clusters
  Score: Raw -4516879.989617 + Penalty 5128.431112 = -4511751.558506
  nChanged 5
		SP:Iteration 64Q (3136.130000 sec): 3 clusters
  Score: Raw -4516880.475377 + Penalty 5128.431112 = -4511752.044265
  nChanged 6
		SP:Iteration 65Q (3136.230000 sec): 3 clusters
  Score: Raw -4516881.324804 + Penalty 5128.431112 = -4511752.893692
  nChanged 3
		SP:Iteration 66Q (3136.330000 sec): 3 clusters
  Score: Raw -4516881.669341 + Penalty 5128.431112 = -4511753.238230
  nChanged 1
		SP:Iteration 67Q (3136.420000 sec): 3 clusters
  Score: Raw -4516881.793241 + Penalty 5128.431112 = -4511753.362129
  nChanged 1
		SP:Iteration 68Q (3136.520000 sec): 3 clusters
  Score: Raw -4516881.894724 + Penalty 5128.431112 = -4511753.463612
  nChanged 2
		SP:Iteration 69Q (3136.610000 sec): 3 clusters
  Score: Raw -4516882.347829 + Penalty 5128.431112 = -4511753.916717
  nChanged 2
		SP:Iteration 70Q (3136.710000 sec): 3 clusters
  Score: Raw -4516882.945699 + Penalty 5128.431112 = -4511754.514587
  nChanged 4
		SP:Iteration 71Q (3136.810000 sec): 3 clusters
  Score: Raw -4516883.486764 + Penalty 5128.431112 = -4511755.055652
  nChanged 6
		SP:Iteration 72Q (3136.900000 sec): 3 clusters
  Score: Raw -4516884.756335 + Penalty 5128.431112 = -4511756.325224
  nChanged 5
		SP:Iteration 73Q (3137.000000 sec): 3 clusters
  Score: Raw -4516885.931705 + Penalty 5128.431112 = -4511757.500593
  nChanged 8
		SP:Iteration 74Q (3137.090000 sec): 3 clusters
  Score: Raw -4516888.014978 + Penalty 5128.431112 = -4511759.583867
  nChanged 10
		SP:Iteration 75Q (3137.190000 sec): 3 clusters
  Score: Raw -4516890.394349 + Penalty 5128.431112 = -4511761.963237
  nChanged 12
		SP:Iteration 76Q (3137.280000 sec): 3 clusters
  Score: Raw -4516892.618557 + Penalty 5128.431112 = -4511764.187445
  nChanged 9
		SP:Iteration 77Q (3137.380000 sec): 3 clusters
  Score: Raw -4516894.033412 + Penalty 5128.431112 = -4511765.602300
  nChanged 10
		SP:Iteration 78Q (3137.470000 sec): 3 clusters
  Score: Raw -4516895.366528 + Penalty 5128.431112 = -4511766.935416
  nChanged 5
		SP:Iteration 79Q (3137.570000 sec): 3 clusters
  Score: Raw -4516895.873646 + Penalty 5128.431112 = -4511767.442534
  nChanged 1
		SP:Iteration 80F (3137.690000 sec): 3 clusters
  Score: Raw -4516896.013767 + Penalty 5128.431112 = -4511767.582655
  nChanged 3
		SP:Iteration 81Q (3137.790000 sec): 3 clusters
  Score: Raw -4516896.840704 + Penalty 5128.431112 = -4511768.409592
  nChanged 4
		SP:Iteration 82Q (3137.880000 sec): 3 clusters
  Score: Raw -4516897.505115 + Penalty 5128.431112 = -4511769.074003
  nChanged 3
		SP:Iteration 83Q (3137.970000 sec): 3 clusters
  Score: Raw -4516897.891612 + Penalty 5128.431112 = -4511769.460500
  nChanged 3
		SP:Iteration 84Q (3138.070000 sec): 3 clusters
  Score: Raw -4516898.243078 + Penalty 5128.431112 = -4511769.811967
  nChanged 2
		SP:Iteration 85Q (3138.160000 sec): 3 clusters
  Score: Raw -4516898.524771 + Penalty 5128.431112 = -4511770.093660
  nChanged 2
		SP:Iteration 86Q (3138.250000 sec): 3 clusters
  Score: Raw -4516898.673308 + Penalty 5128.431112 = -4511770.242196
  nChanged 2
		SP:Iteration 87Q (3138.350000 sec): 3 clusters
  Score: Raw -4516898.923699 + Penalty 5128.431112 = -4511770.492588
  nChanged 0
		SP:Iteration 88F (3138.470000 sec): 3 clusters
  Score: Raw -4516898.923699 + Penalty 5128.431112 = -4511770.492588
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.490000 sec): 2 clusters
  Score: Raw -32701.428481 + Penalty 1345.387604 = -31356.040876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.490000 sec): 3 clusters
  Score: Raw -33173.875499 + Penalty 2690.775209 = -30483.100290
  nChanged 44
		SP:Iteration 1F (3138.490000 sec): 3 clusters
  Score: Raw -33407.173905 + Penalty 2690.775209 = -30716.398697
  nChanged 18
		SP:Iteration 2F (3138.490000 sec): 3 clusters
  Score: Raw -33565.393747 + Penalty 2690.775209 = -30874.618538
  nChanged 11
		SP:Iteration 3Q (3138.490000 sec): 3 clusters
  Score: Raw -33677.319417 + Penalty 2690.775209 = -30986.544208
  nChanged 2
		SP:Iteration 4Q (3138.490000 sec): 3 clusters
  Score: Raw -33698.999758 + Penalty 2690.775209 = -31008.224549
  nChanged 1
		SP:Iteration 5Q (3138.490000 sec): 3 clusters
  Score: Raw -33703.809614 + Penalty 2690.775209 = -31013.034405
  nChanged 0
		SP:Iteration 6F (3138.490000 sec): 3 clusters
  Score: Raw -33703.809614 + Penalty 2690.775209 = -31013.034405
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 23 (608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.500000 sec): 2 clusters
  Score: Raw -81594.403659 + Penalty 1589.723371 = -80004.680288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.500000 sec): 3 clusters
  Score: Raw -81573.656038 + Penalty 3179.446741 = -78394.209296
  nChanged 131
		SP:Iteration 1F (3138.500000 sec): 3 clusters
  Score: Raw -81815.817189 + Penalty 3179.446741 = -78636.370448
  nChanged 24
		SP:Iteration 2Q (3138.510000 sec): 3 clusters
  Score: Raw -81866.108178 + Penalty 3179.446741 = -78686.661437
  nChanged 11
		SP:Iteration 3Q (3138.510000 sec): 3 clusters
  Score: Raw -81889.724714 + Penalty 3179.446741 = -78710.277973
  nChanged 9
		SP:Iteration 4Q (3138.510000 sec): 3 clusters
  Score: Raw -81913.478439 + Penalty 3179.446741 = -78734.031698
  nChanged 8
		SP:Iteration 5Q (3138.510000 sec): 3 clusters
  Score: Raw -81925.507979 + Penalty 3179.446741 = -78746.061238
  nChanged 3
		SP:Iteration 6Q (3138.510000 sec): 3 clusters
  Score: Raw -81937.076228 + Penalty 3179.446741 = -78757.629487
  nChanged 2
		SP:Iteration 7Q (3138.520000 sec): 3 clusters
  Score: Raw -81943.546701 + Penalty 3179.446741 = -78764.099959
  nChanged 3
		SP:Iteration 8Q (3138.520000 sec): 3 clusters
  Score: Raw -81954.604303 + Penalty 3179.446741 = -78775.157562
  nChanged 3
		SP:Iteration 9Q (3138.520000 sec): 3 clusters
  Score: Raw -81963.812411 + Penalty 3179.446741 = -78784.365670
  nChanged 3
		SP:Iteration 10Q (3138.520000 sec): 3 clusters
  Score: Raw -81968.805004 + Penalty 3179.446741 = -78789.358262
  nChanged 0
		SP:Iteration 11F (3138.530000 sec): 3 clusters
  Score: Raw -81968.805004 + Penalty 3179.446741 = -78789.358262
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.530000 sec): 2 clusters
  Score: Raw -257351.790429 + Penalty 1857.789723 = -255494.000706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.540000 sec): 3 clusters
  Score: Raw -256749.717873 + Penalty 3715.579446 = -253034.138427
  nChanged 557
		SP:Iteration 1F (3138.550000 sec): 3 clusters
  Score: Raw -257183.058884 + Penalty 3715.579446 = -253467.479438
  nChanged 131
		SP:Iteration 2F (3138.560000 sec): 3 clusters
  Score: Raw -257289.874861 + Penalty 3715.579446 = -253574.295415
  nChanged 82
		SP:Iteration 3Q (3138.560000 sec): 3 clusters
  Score: Raw -257361.901767 + Penalty 3715.579446 = -253646.322320
  nChanged 44
		SP:Iteration 4Q (3138.570000 sec): 3 clusters
  Score: Raw -257390.724154 + Penalty 3715.579446 = -253675.144707
  nChanged 22
		SP:Iteration 5Q (3138.580000 sec): 3 clusters
  Score: Raw -257401.655463 + Penalty 3715.579446 = -253686.076017
  nChanged 7
		SP:Iteration 6Q (3138.590000 sec): 3 clusters
  Score: Raw -257405.948871 + Penalty 3715.579446 = -253690.369424
  nChanged 5
		SP:Iteration 7Q (3138.590000 sec): 3 clusters
  Score: Raw -257408.380667 + Penalty 3715.579446 = -253692.801221
  nChanged 5
		SP:Iteration 8Q (3138.600000 sec): 3 clusters
  Score: Raw -257411.406586 + Penalty 3715.579446 = -253695.827140
  nChanged 7
		SP:Iteration 9Q (3138.610000 sec): 3 clusters
  Score: Raw -257415.331700 + Penalty 3715.579446 = -253699.752253
  nChanged 7
		SP:Iteration 10Q (3138.610000 sec): 3 clusters
  Score: Raw -257419.489154 + Penalty 3715.579446 = -253703.909707
  nChanged 3
		SP:Iteration 11Q (3138.620000 sec): 3 clusters
  Score: Raw -257421.238346 + Penalty 3715.579446 = -253705.658900
  nChanged 6
		SP:Iteration 12Q (3138.630000 sec): 3 clusters
  Score: Raw -257427.748773 + Penalty 3715.579446 = -253712.169327
  nChanged 8
		SP:Iteration 13Q (3138.630000 sec): 3 clusters
  Score: Raw -257432.478189 + Penalty 3715.579446 = -253716.898743
  nChanged 6
		SP:Iteration 14Q (3138.640000 sec): 3 clusters
  Score: Raw -257438.352688 + Penalty 3715.579446 = -253722.773241
  nChanged 5
		SP:Iteration 15Q (3138.650000 sec): 3 clusters
  Score: Raw -257443.001066 + Penalty 3715.579446 = -253727.421619
  nChanged 5
		SP:Iteration 16Q (3138.650000 sec): 3 clusters
  Score: Raw -257445.816609 + Penalty 3715.579446 = -253730.237163
  nChanged 5
		SP:Iteration 17Q (3138.660000 sec): 3 clusters
  Score: Raw -257447.987807 + Penalty 3715.579446 = -253732.408361
  nChanged 3
		SP:Iteration 18Q (3138.670000 sec): 3 clusters
  Score: Raw -257449.321186 + Penalty 3715.579446 = -253733.741740
  nChanged 3
		SP:Iteration 19Q (3138.670000 sec): 3 clusters
  Score: Raw -257451.012753 + Penalty 3715.579446 = -253735.433307
  nChanged 2
		SP:Iteration 20F (3138.680000 sec): 3 clusters
  Score: Raw -257451.784688 + Penalty 3715.579446 = -253736.205241
  nChanged 1
		SP:Iteration 21Q (3138.690000 sec): 3 clusters
  Score: Raw -257452.552403 + Penalty 3715.579446 = -253736.972957
  nChanged 0
		SP:Iteration 22F (3138.690000 sec): 3 clusters
  Score: Raw -257452.552403 + Penalty 3715.579446 = -253736.972957
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.690000 sec): 2 clusters
  Score: Raw -14092.726968 + Penalty 1232.513698 = -12860.213270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.690000 sec): 3 clusters
  Score: Raw -14477.834217 + Penalty 2465.027397 = -12012.806821
  nChanged 17
		SP:Iteration 1F (3138.700000 sec): 3 clusters
  Score: Raw -14608.437963 + Penalty 2465.027397 = -12143.410566
  nChanged 2
		SP:Iteration 2Q (3138.700000 sec): 3 clusters
  Score: Raw -14637.159225 + Penalty 2465.027397 = -12172.131829
  nChanged 0
		SP:Iteration 3F (3138.700000 sec): 3 clusters
  Score: Raw -14637.159225 + Penalty 2465.027397 = -12172.131829
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.700000 sec): 2 clusters
  Score: Raw -51116.540451 + Penalty 1468.551448 = -49647.989003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.700000 sec): 3 clusters
  Score: Raw -51218.137004 + Penalty 2937.102896 = -48281.034108
  nChanged 56
		SP:Iteration 1F (3138.710000 sec): 3 clusters
  Score: Raw -51346.218527 + Penalty 2937.102896 = -48409.115631
  nChanged 10
		SP:Iteration 2Q (3138.710000 sec): 3 clusters
  Score: Raw -51382.476958 + Penalty 2937.102896 = -48445.374062
  nChanged 7
		SP:Iteration 3Q (3138.710000 sec): 3 clusters
  Score: Raw -51404.555793 + Penalty 2937.102896 = -48467.452896
  nChanged 4
		SP:Iteration 4Q (3138.710000 sec): 3 clusters
  Score: Raw -51413.205893 + Penalty 2937.102896 = -48476.102997
  nChanged 2
		SP:Iteration 5Q (3138.710000 sec): 3 clusters
  Score: Raw -51415.705144 + Penalty 2937.102896 = -48478.602248
  nChanged 2
		SP:Iteration 6Q (3138.710000 sec): 3 clusters
  Score: Raw -51421.156591 + Penalty 2937.102896 = -48484.053695
  nChanged 1
		SP:Iteration 7Q (3138.710000 sec): 3 clusters
  Score: Raw -51422.426868 + Penalty 2937.102896 = -48485.323972
  nChanged 0
		SP:Iteration 8F (3138.710000 sec): 3 clusters
  Score: Raw -51422.426868 + Penalty 2937.102896 = -48485.323972
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (141290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3139.250000 sec): 2 clusters
  Score: Raw -20519933.758847 + Penalty 2940.925309 = -20516992.833538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3139.830000 sec): 3 clusters
  Score: Raw -20428422.437759 + Penalty 5881.850618 = -20422540.587141
  nChanged 67369
		SP:Iteration 1F (3140.400000 sec): 3 clusters
  Score: Raw -20467336.413724 + Penalty 5881.850618 = -20461454.563106
  nChanged 4500
		SP:Iteration 2Q (3140.980000 sec): 3 clusters
  Score: Raw -20468434.464141 + Penalty 5881.850618 = -20462552.613523
  nChanged 4956
		SP:Iteration 3Q (3141.580000 sec): 3 clusters
  Score: Raw -20469860.344062 + Penalty 5881.850618 = -20463978.493444
  nChanged 5505
		SP:Iteration 4Q (3142.180000 sec): 3 clusters
  Score: Raw -20471768.896920 + Penalty 5881.850618 = -20465887.046302
  nChanged 6347
		SP:Iteration 5Q (3142.770000 sec): 3 clusters
  Score: Raw -20474423.038926 + Penalty 5881.850618 = -20468541.188308
  nChanged 7542
		SP:Iteration 6F (3143.350000 sec): 3 clusters
  Score: Raw -20478014.289484 + Penalty 5881.850618 = -20472132.438866
  nChanged 8132
		SP:Iteration 7F (3143.920000 sec): 3 clusters
  Score: Raw -20482288.294644 + Penalty 5881.850618 = -20476406.444025
  nChanged 8296
		SP:Iteration 8F (3144.500000 sec): 3 clusters
  Score: Raw -20486919.015003 + Penalty 5881.850618 = -20481037.164385
  nChanged 7898
		SP:Iteration 9F (3145.070000 sec): 3 clusters
  Score: Raw -20491581.983404 + Penalty 5881.850618 = -20485700.132786
  nChanged 7055
		SP:Iteration 10Q (3145.660000 sec): 3 clusters
  Score: Raw -20495962.741171 + Penalty 5881.850618 = -20490080.890553
  nChanged 5978
		SP:Iteration 11Q (3146.240000 sec): 3 clusters
  Score: Raw -20499695.753288 + Penalty 5881.850618 = -20493813.902670
  nChanged 4920
		SP:Iteration 12Q (3146.810000 sec): 3 clusters
  Score: Raw -20502541.951617 + Penalty 5881.850618 = -20496660.100998
  nChanged 3951
		SP:Iteration 13Q (3147.370000 sec): 3 clusters
  Score: Raw -20504556.539912 + Penalty 5881.850618 = -20498674.689293
  nChanged 3145
		SP:Iteration 14Q (3147.920000 sec): 3 clusters
  Score: Raw -20506080.334205 + Penalty 5881.850618 = -20500198.483587
  nChanged 2884
		SP:Iteration 15Q (3148.450000 sec): 3 clusters
  Score: Raw -20507446.225141 + Penalty 5881.850618 = -20501564.374523
  nChanged 2733
		SP:Iteration 16Q (3148.940000 sec): 3 clusters
  Score: Raw -20508743.811214 + Penalty 5881.850618 = -20502861.960596
  nChanged 2735
		SP:Iteration 17Q (3149.420000 sec): 3 clusters
  Score: Raw -20510025.663105 + Penalty 5881.850618 = -20504143.812487
  nChanged 2665
		SP:Iteration 18Q (3149.900000 sec): 3 clusters
  Score: Raw -20511285.745943 + Penalty 5881.850618 = -20505403.895325
  nChanged 2477
		SP:Iteration 19Q (3150.360000 sec): 3 clusters
  Score: Raw -20512496.341981 + Penalty 5881.850618 = -20506614.491363
  nChanged 2329
		SP:Iteration 20F (3150.900000 sec): 3 clusters
  Score: Raw -20513648.243629 + Penalty 5881.850618 = -20507766.393011
  nChanged 2086
		SP:Iteration 21Q (3151.350000 sec): 3 clusters
  Score: Raw -20514718.602036 + Penalty 5881.850618 = -20508836.751418
  nChanged 1910
		SP:Iteration 22Q (3151.790000 sec): 3 clusters
  Score: Raw -20515732.400706 + Penalty 5881.850618 = -20509850.550088
  nChanged 1721
		SP:Iteration 23Q (3152.220000 sec): 3 clusters
  Score: Raw -20516648.536863 + Penalty 5881.850618 = -20510766.686244
  nChanged 1491
		SP:Iteration 24Q (3152.650000 sec): 3 clusters
  Score: Raw -20517483.962317 + Penalty 5881.850618 = -20511602.111699
  nChanged 1279
		SP:Iteration 25Q (3153.070000 sec): 3 clusters
  Score: Raw -20518240.387667 + Penalty 5881.850618 = -20512358.537048
  nChanged 1040
		SP:Iteration 26Q (3153.480000 sec): 3 clusters
  Score: Raw -20518877.713205 + Penalty 5881.850618 = -20512995.862587
  nChanged 866
		SP:Iteration 27Q (3153.900000 sec): 3 clusters
  Score: Raw -20519431.244036 + Penalty 5881.850618 = -20513549.393418
  nChanged 696
		SP:Iteration 28Q (3154.300000 sec): 3 clusters
  Score: Raw -20519871.015886 + Penalty 5881.850618 = -20513989.165267
  nChanged 572
		SP:Iteration 29Q (3154.710000 sec): 3 clusters
  Score: Raw -20520192.656948 + Penalty 5881.850618 = -20514310.806330
  nChanged 452
		SP:Iteration 30Q (3155.110000 sec): 3 clusters
  Score: Raw -20520434.929349 + Penalty 5881.850618 = -20514553.078731
  nChanged 371
		SP:Iteration 31Q (3155.500000 sec): 3 clusters
  Score: Raw -20520592.710981 + Penalty 5881.850618 = -20514710.860362
  nChanged 289
		SP:Iteration 32Q (3155.900000 sec): 3 clusters
  Score: Raw -20520693.733990 + Penalty 5881.850618 = -20514811.883372
  nChanged 219
		SP:Iteration 33Q (3156.290000 sec): 3 clusters
  Score: Raw -20520763.414255 + Penalty 5881.850618 = -20514881.563637
  nChanged 161
		SP:Iteration 34Q (3156.680000 sec): 3 clusters
  Score: Raw -20520805.440630 + Penalty 5881.850618 = -20514923.590012
  nChanged 121
		SP:Iteration 35Q (3157.080000 sec): 3 clusters
  Score: Raw -20520830.129847 + Penalty 5881.850618 = -20514948.279229
  nChanged 78
		SP:Iteration 36Q (3157.470000 sec): 3 clusters
  Score: Raw -20520846.348697 + Penalty 5881.850618 = -20514964.498079
  nChanged 79
		SP:Iteration 37Q (3157.860000 sec): 3 clusters
  Score: Raw -20520863.309169 + Penalty 5881.850618 = -20514981.458550
  nChanged 68
		SP:Iteration 38Q (3158.250000 sec): 3 clusters
  Score: Raw -20520880.055681 + Penalty 5881.850618 = -20514998.205062
  nChanged 70
		SP:Iteration 39Q (3158.660000 sec): 3 clusters
  Score: Raw -20520895.044207 + Penalty 5881.850618 = -20515013.193589
  nChanged 65
		SP:Iteration 40F (3159.230000 sec): 3 clusters
  Score: Raw -20520910.509823 + Penalty 5881.850618 = -20515028.659205
  nChanged 72
		SP:Iteration 41Q (3159.660000 sec): 3 clusters
  Score: Raw -20520926.667732 + Penalty 5881.850618 = -20515044.817114
  nChanged 63
		SP:Iteration 42Q (3160.080000 sec): 3 clusters
  Score: Raw -20520939.005896 + Penalty 5881.850618 = -20515057.155278
  nChanged 44
		SP:Iteration 43Q (3160.500000 sec): 3 clusters
  Score: Raw -20520948.004806 + Penalty 5881.850618 = -20515066.154188
  nChanged 40
		SP:Iteration 44Q (3160.940000 sec): 3 clusters
  Score: Raw -20520954.761271 + Penalty 5881.850618 = -20515072.910652
  nChanged 28
		SP:Iteration 45Q (3161.370000 sec): 3 clusters
  Score: Raw -20520959.530984 + Penalty 5881.850618 = -20515077.680365
  nChanged 25
		SP:Iteration 46Q (3161.790000 sec): 3 clusters
  Score: Raw -20520963.976143 + Penalty 5881.850618 = -20515082.125525
  nChanged 23
		SP:Iteration 47Q (3162.210000 sec): 3 clusters
  Score: Raw -20520967.600389 + Penalty 5881.850618 = -20515085.749771
  nChanged 23
		SP:Iteration 48Q (3162.630000 sec): 3 clusters
  Score: Raw -20520970.959817 + Penalty 5881.850618 = -20515089.109199
  nChanged 18
		SP:Iteration 49Q (3163.060000 sec): 3 clusters
  Score: Raw -20520973.878687 + Penalty 5881.850618 = -20515092.028069
  nChanged 11
		SP:Iteration 50Q (3163.480000 sec): 3 clusters
  Score: Raw -20520975.614979 + Penalty 5881.850618 = -20515093.764361
  nChanged 13
		SP:Iteration 51Q (3163.900000 sec): 3 clusters
  Score: Raw -20520977.955976 + Penalty 5881.850618 = -20515096.105358
  nChanged 12
		SP:Iteration 52Q (3164.330000 sec): 3 clusters
  Score: Raw -20520979.445869 + Penalty 5881.850618 = -20515097.595251
  nChanged 11
		SP:Iteration 53Q (3164.760000 sec): 3 clusters
  Score: Raw -20520981.412739 + Penalty 5881.850618 = -20515099.562120
  nChanged 16
		SP:Iteration 54Q (3165.180000 sec): 3 clusters
  Score: Raw -20520984.239526 + Penalty 5881.850618 = -20515102.388907
  nChanged 14
		SP:Iteration 55Q (3165.600000 sec): 3 clusters
  Score: Raw -20520986.290396 + Penalty 5881.850618 = -20515104.439777
  nChanged 7
		SP:Iteration 56Q (3166.020000 sec): 3 clusters
  Score: Raw -20520987.267259 + Penalty 5881.850618 = -20515105.416641
  nChanged 7
		SP:Iteration 57Q (3166.440000 sec): 3 clusters
  Score: Raw -20520988.207428 + Penalty 5881.850618 = -20515106.356810
  nChanged 7
		SP:Iteration 58Q (3166.870000 sec): 3 clusters
  Score: Raw -20520988.908562 + Penalty 5881.850618 = -20515107.057944
  nChanged 10
		SP:Iteration 59Q (3167.300000 sec): 3 clusters
  Score: Raw -20520990.364477 + Penalty 5881.850618 = -20515108.513859
  nChanged 9
		SP:Iteration 60F (3167.870000 sec): 3 clusters
  Score: Raw -20520992.168119 + Penalty 5881.850618 = -20515110.317501
  nChanged 6
		SP:Iteration 61Q (3168.290000 sec): 3 clusters
  Score: Raw -20520993.524206 + Penalty 5881.850618 = -20515111.673587
  nChanged 10
		SP:Iteration 62Q (3168.710000 sec): 3 clusters
  Score: Raw -20520995.041406 + Penalty 5881.850618 = -20515113.190788
  nChanged 15
		SP:Iteration 63Q (3169.130000 sec): 3 clusters
  Score: Raw -20520998.282233 + Penalty 5881.850618 = -20515116.431615
  nChanged 17
		SP:Iteration 64Q (3169.550000 sec): 3 clusters
  Score: Raw -20521001.590668 + Penalty 5881.850618 = -20515119.740050
  nChanged 14
		SP:Iteration 65Q (3169.980000 sec): 3 clusters
  Score: Raw -20521003.976071 + Penalty 5881.850618 = -20515122.125453
  nChanged 14
		SP:Iteration 66Q (3170.400000 sec): 3 clusters
  Score: Raw -20521007.352474 + Penalty 5881.850618 = -20515125.501856
  nChanged 16
		SP:Iteration 67Q (3170.830000 sec): 3 clusters
  Score: Raw -20521010.416167 + Penalty 5881.850618 = -20515128.565549
  nChanged 17
		SP:Iteration 68Q (3171.250000 sec): 3 clusters
  Score: Raw -20521013.402556 + Penalty 5881.850618 = -20515131.551938
  nChanged 17
		SP:Iteration 69Q (3171.670000 sec): 3 clusters
  Score: Raw -20521016.114213 + Penalty 5881.850618 = -20515134.263594
  nChanged 13
		SP:Iteration 70Q (3172.080000 sec): 3 clusters
  Score: Raw -20521018.032379 + Penalty 5881.850618 = -20515136.181761
  nChanged 13
		SP:Iteration 71Q (3172.500000 sec): 3 clusters
  Score: Raw -20521020.010689 + Penalty 5881.850618 = -20515138.160071
  nChanged 14
		SP:Iteration 72Q (3172.930000 sec): 3 clusters
  Score: Raw -20521021.839225 + Penalty 5881.850618 = -20515139.988607
  nChanged 13
		SP:Iteration 73Q (3173.360000 sec): 3 clusters
  Score: Raw -20521024.017215 + Penalty 5881.850618 = -20515142.166597
  nChanged 8
		SP:Iteration 74Q (3173.790000 sec): 3 clusters
  Score: Raw -20521025.087145 + Penalty 5881.850618 = -20515143.236527
  nChanged 7
		SP:Iteration 75Q (3174.200000 sec): 3 clusters
  Score: Raw -20521026.313668 + Penalty 5881.850618 = -20515144.463050
  nChanged 7
		SP:Iteration 76Q (3174.620000 sec): 3 clusters
  Score: Raw -20521027.381059 + Penalty 5881.850618 = -20515145.530441
  nChanged 6
		SP:Iteration 77Q (3175.030000 sec): 3 clusters
  Score: Raw -20521028.034723 + Penalty 5881.850618 = -20515146.184105
  nChanged 7
		SP:Iteration 78Q (3175.450000 sec): 3 clusters
  Score: Raw -20521029.125353 + Penalty 5881.850618 = -20515147.274735
  nChanged 7
		SP:Iteration 79Q (3175.880000 sec): 3 clusters
  Score: Raw -20521030.146580 + Penalty 5881.850618 = -20515148.295961
  nChanged 8
		SP:Iteration 80F (3176.460000 sec): 3 clusters
  Score: Raw -20521031.458111 + Penalty 5881.850618 = -20515149.607493
  nChanged 8
		SP:Iteration 81Q (3176.880000 sec): 3 clusters
  Score: Raw -20521032.665543 + Penalty 5881.850618 = -20515150.814925
  nChanged 8
		SP:Iteration 82Q (3177.300000 sec): 3 clusters
  Score: Raw -20521033.765269 + Penalty 5881.850618 = -20515151.914651
  nChanged 5
		SP:Iteration 83Q (3177.720000 sec): 3 clusters
  Score: Raw -20521034.675563 + Penalty 5881.850618 = -20515152.824945
  nChanged 9
		SP:Iteration 84Q (3178.140000 sec): 3 clusters
  Score: Raw -20521036.154674 + Penalty 5881.850618 = -20515154.304056
  nChanged 6
		SP:Iteration 85Q (3178.550000 sec): 3 clusters
  Score: Raw -20521037.139572 + Penalty 5881.850618 = -20515155.288954
  nChanged 7
		SP:Iteration 86Q (3178.990000 sec): 3 clusters
  Score: Raw -20521038.236284 + Penalty 5881.850618 = -20515156.385666
  nChanged 5
		SP:Iteration 87Q (3179.420000 sec): 3 clusters
  Score: Raw -20521038.988977 + Penalty 5881.850618 = -20515157.138359
  nChanged 3
		SP:Iteration 88Q (3179.850000 sec): 3 clusters
  Score: Raw -20521039.337739 + Penalty 5881.850618 = -20515157.487121
  nChanged 2
		SP:Iteration 89Q (3180.270000 sec): 3 clusters
  Score: Raw -20521039.546025 + Penalty 5881.850618 = -20515157.695407
  nChanged 2
		SP:Iteration 90Q (3180.690000 sec): 3 clusters
  Score: Raw -20521039.750757 + Penalty 5881.850618 = -20515157.900138
  nChanged 3
		SP:Iteration 91Q (3181.100000 sec): 3 clusters
  Score: Raw -20521040.057714 + Penalty 5881.850618 = -20515158.207095
  nChanged 3
		SP:Iteration 92Q (3181.520000 sec): 3 clusters
  Score: Raw -20521040.320932 + Penalty 5881.850618 = -20515158.470314
  nChanged 0
		SP:Iteration 93F (3182.100000 sec): 3 clusters
  Score: Raw -20521040.320932 + Penalty 5881.850618 = -20515158.470314
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3182.170000 sec): 2 clusters
  Score: Raw -19667.259116 + Penalty 1308.972435 = -18358.286681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3182.170000 sec): 3 clusters
  Score: Raw -20042.924819 + Penalty 2617.944871 = -17424.979948
  nChanged 32
		SP:Iteration 1F (3182.180000 sec): 3 clusters
  Score: Raw -20293.060479 + Penalty 2617.944871 = -17675.115608
  nChanged 12
		SP:Iteration 2F (3182.180000 sec): 3 clusters
  Score: Raw -20379.497341 + Penalty 2617.944871 = -17761.552470
  nChanged 7
		SP:Iteration 3Q (3182.180000 sec): 3 clusters
  Score: Raw -20412.558461 + Penalty 2617.944871 = -17794.613590
  nChanged 5
		SP:Iteration 4Q (3182.180000 sec): 3 clusters
  Score: Raw -20473.821080 + Penalty 2617.944871 = -17855.876209
  nChanged 2
		SP:Iteration 5Q (3182.180000 sec): 3 clusters
  Score: Raw -20483.272443 + Penalty 2617.944871 = -17865.327572
  nChanged 0
		SP:Iteration 6F (3182.180000 sec): 3 clusters
  Score: Raw -20483.272443 + Penalty 2617.944871 = -17865.327572
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 29 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3182.180000 sec): 2 clusters
  Score: Raw -74196.170923 + Penalty 1539.730326 = -72656.440597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3182.180000 sec): 3 clusters
  Score: Raw -74190.671023 + Penalty 3079.460653 = -71111.210370
  nChanged 79
		SP:Iteration 1F (3182.190000 sec): 3 clusters
  Score: Raw -74348.820861 + Penalty 3079.460653 = -71269.360208
  nChanged 19
		SP:Iteration 2Q (3182.190000 sec): 3 clusters
  Score: Raw -74388.109953 + Penalty 3079.460653 = -71308.649300
  nChanged 6
		SP:Iteration 3Q (3182.190000 sec): 3 clusters
  Score: Raw -74401.662869 + Penalty 3079.460653 = -71322.202216
  nChanged 5
		SP:Iteration 4Q (3182.190000 sec): 3 clusters
  Score: Raw -74415.033528 + Penalty 3079.460653 = -71335.572876
  nChanged 4
		SP:Iteration 5Q (3182.200000 sec): 3 clusters
  Score: Raw -74429.894125 + Penalty 3079.460653 = -71350.433472
  nChanged 0
		SP:Iteration 6F (3182.200000 sec): 3 clusters
  Score: Raw -74429.894125 + Penalty 3079.460653 = -71350.433472
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 30 (34692 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3182.320000 sec): 2 clusters
  Score: Raw -5301833.225367 + Penalty 2592.657569 = -5299240.567798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3182.470000 sec): 3 clusters
  Score: Raw -5280811.685374 + Penalty 5185.315138 = -5275626.370236
  nChanged 15710
		SP:Iteration 1F (3182.610000 sec): 3 clusters
  Score: Raw -5289455.003533 + Penalty 5185.315138 = -5284269.688395
  nChanged 1549
		SP:Iteration 2Q (3182.760000 sec): 3 clusters
  Score: Raw -5289928.322738 + Penalty 5185.315138 = -5284743.007600
  nChanged 1444
		SP:Iteration 3Q (3182.900000 sec): 3 clusters
  Score: Raw -5290390.408846 + Penalty 5185.315138 = -5285205.093707
  nChanged 1463
		SP:Iteration 4Q (3183.040000 sec): 3 clusters
  Score: Raw -5290928.637381 + Penalty 5185.315138 = -5285743.322242
  nChanged 1554
		SP:Iteration 5Q (3183.180000 sec): 3 clusters
  Score: Raw -5291589.909162 + Penalty 5185.315138 = -5286404.594023
  nChanged 1749
		SP:Iteration 6F (3183.320000 sec): 3 clusters
  Score: Raw -5292541.407988 + Penalty 5185.315138 = -5287356.092850
  nChanged 2042
		SP:Iteration 7F (3183.460000 sec): 3 clusters
  Score: Raw -5293809.729044 + Penalty 5185.315138 = -5288624.413905
  nChanged 2195
		SP:Iteration 8F (3183.600000 sec): 3 clusters
  Score: Raw -5295458.678075 + Penalty 5185.315138 = -5290273.362937
  nChanged 2095
		SP:Iteration 9F (3183.740000 sec): 3 clusters
  Score: Raw -5297218.073127 + Penalty 5185.315138 = -5292032.757989
  nChanged 1768
		SP:Iteration 10F (3183.880000 sec): 3 clusters
  Score: Raw -5298722.324211 + Penalty 5185.315138 = -5293537.009073
  nChanged 1257
		SP:Iteration 11Q (3184.020000 sec): 3 clusters
  Score: Raw -5299729.044650 + Penalty 5185.315138 = -5294543.729512
  nChanged 888
		SP:Iteration 12Q (3184.150000 sec): 3 clusters
  Score: Raw -5300300.749778 + Penalty 5185.315138 = -5295115.434639
  nChanged 604
		SP:Iteration 13Q (3184.280000 sec): 3 clusters
  Score: Raw -5300606.462585 + Penalty 5185.315138 = -5295421.147447
  nChanged 405
		SP:Iteration 14Q (3184.400000 sec): 3 clusters
  Score: Raw -5300777.218273 + Penalty 5185.315138 = -5295591.903135
  nChanged 329
		SP:Iteration 15Q (3184.520000 sec): 3 clusters
  Score: Raw -5300906.053288 + Penalty 5185.315138 = -5295720.738149
  nChanged 281
		SP:Iteration 16Q (3184.630000 sec): 3 clusters
  Score: Raw -5301007.398884 + Penalty 5185.315138 = -5295822.083746
  nChanged 233
		SP:Iteration 17Q (3184.750000 sec): 3 clusters
  Score: Raw -5301086.752001 + Penalty 5185.315138 = -5295901.436863
  nChanged 228
		SP:Iteration 18Q (3184.860000 sec): 3 clusters
  Score: Raw -5301163.850597 + Penalty 5185.315138 = -5295978.535459
  nChanged 217
		SP:Iteration 19Q (3184.980000 sec): 3 clusters
  Score: Raw -5301234.931883 + Penalty 5185.315138 = -5296049.616745
  nChanged 197
		SP:Iteration 20F (3185.120000 sec): 3 clusters
  Score: Raw -5301295.537841 + Penalty 5185.315138 = -5296110.222702
  nChanged 160
		SP:Iteration 21Q (3185.240000 sec): 3 clusters
  Score: Raw -5301342.505381 + Penalty 5185.315138 = -5296157.190242
  nChanged 139
		SP:Iteration 22Q (3185.350000 sec): 3 clusters
  Score: Raw -5301386.335779 + Penalty 5185.315138 = -5296201.020640
  nChanged 140
		SP:Iteration 23Q (3185.460000 sec): 3 clusters
  Score: Raw -5301429.245063 + Penalty 5185.315138 = -5296243.929924
  nChanged 135
		SP:Iteration 24Q (3185.580000 sec): 3 clusters
  Score: Raw -5301473.251097 + Penalty 5185.315138 = -5296287.935958
  nChanged 127
		SP:Iteration 25Q (3185.680000 sec): 3 clusters
  Score: Raw -5301520.977728 + Penalty 5185.315138 = -5296335.662589
  nChanged 129
		SP:Iteration 26Q (3185.790000 sec): 3 clusters
  Score: Raw -5301568.901188 + Penalty 5185.315138 = -5296383.586050
  nChanged 120
		SP:Iteration 27Q (3185.900000 sec): 3 clusters
  Score: Raw -5301608.438270 + Penalty 5185.315138 = -5296423.123131
  nChanged 114
		SP:Iteration 28Q (3186.010000 sec): 3 clusters
  Score: Raw -5301645.192272 + Penalty 5185.315138 = -5296459.877134
  nChanged 100
		SP:Iteration 29Q (3186.120000 sec): 3 clusters
  Score: Raw -5301678.370568 + Penalty 5185.315138 = -5296493.055430
  nChanged 88
		SP:Iteration 30Q (3186.230000 sec): 3 clusters
  Score: Raw -5301705.730803 + Penalty 5185.315138 = -5296520.415664
  nChanged 76
		SP:Iteration 31Q (3186.340000 sec): 3 clusters
  Score: Raw -5301727.761544 + Penalty 5185.315138 = -5296542.446406
  nChanged 66
		SP:Iteration 32Q (3186.440000 sec): 3 clusters
  Score: Raw -5301748.802669 + Penalty 5185.315138 = -5296563.487530
  nChanged 66
		SP:Iteration 33Q (3186.550000 sec): 3 clusters
  Score: Raw -5301771.978894 + Penalty 5185.315138 = -5296586.663755
  nChanged 69
		SP:Iteration 34Q (3186.650000 sec): 3 clusters
  Score: Raw -5301795.822299 + Penalty 5185.315138 = -5296610.507161
  nChanged 56
		SP:Iteration 35Q (3186.760000 sec): 3 clusters
  Score: Raw -5301815.853938 + Penalty 5185.315138 = -5296630.538800
  nChanged 67
		SP:Iteration 36Q (3186.860000 sec): 3 clusters
  Score: Raw -5301839.877323 + Penalty 5185.315138 = -5296654.562184
  nChanged 64
		SP:Iteration 37Q (3186.970000 sec): 3 clusters
  Score: Raw -5301866.791800 + Penalty 5185.315138 = -5296681.476661
  nChanged 57
		SP:Iteration 38Q (3187.080000 sec): 3 clusters
  Score: Raw -5301888.634188 + Penalty 5185.315138 = -5296703.319050
  nChanged 56
		SP:Iteration 39Q (3187.180000 sec): 3 clusters
  Score: Raw -5301910.885011 + Penalty 5185.315138 = -5296725.569873
  nChanged 54
		SP:Iteration 40F (3187.320000 sec): 3 clusters
  Score: Raw -5301931.030204 + Penalty 5185.315138 = -5296745.715066
  nChanged 36
		SP:Iteration 41Q (3187.420000 sec): 3 clusters
  Score: Raw -5301944.378877 + Penalty 5185.315138 = -5296759.063739
  nChanged 37
		SP:Iteration 42Q (3187.530000 sec): 3 clusters
  Score: Raw -5301958.439077 + Penalty 5185.315138 = -5296773.123939
  nChanged 33
		SP:Iteration 43Q (3187.630000 sec): 3 clusters
  Score: Raw -5301973.501006 + Penalty 5185.315138 = -5296788.185868
  nChanged 42
		SP:Iteration 44Q (3187.740000 sec): 3 clusters
  Score: Raw -5301989.740710 + Penalty 5185.315138 = -5296804.425572
  nChanged 38
		SP:Iteration 45Q (3187.840000 sec): 3 clusters
  Score: Raw -5302009.269973 + Penalty 5185.315138 = -5296823.954835
  nChanged 36
		SP:Iteration 46Q (3187.950000 sec): 3 clusters
  Score: Raw -5302025.880035 + Penalty 5185.315138 = -5296840.564897
  nChanged 39
		SP:Iteration 47Q (3188.060000 sec): 3 clusters
  Score: Raw -5302041.449389 + Penalty 5185.315138 = -5296856.134250
  nChanged 34
		SP:Iteration 48Q (3188.160000 sec): 3 clusters
  Score: Raw -5302053.643751 + Penalty 5185.315138 = -5296868.328612
  nChanged 27
		SP:Iteration 49Q (3188.260000 sec): 3 clusters
  Score: Raw -5302066.329538 + Penalty 5185.315138 = -5296881.014399
  nChanged 21
		SP:Iteration 50Q (3188.370000 sec): 3 clusters
  Score: Raw -5302074.531908 + Penalty 5185.315138 = -5296889.216770
  nChanged 16
		SP:Iteration 51Q (3188.470000 sec): 3 clusters
  Score: Raw -5302081.262311 + Penalty 5185.315138 = -5296895.947173
  nChanged 11
		SP:Iteration 52Q (3188.580000 sec): 3 clusters
  Score: Raw -5302084.452692 + Penalty 5185.315138 = -5296899.137553
  nChanged 12
		SP:Iteration 53Q (3188.680000 sec): 3 clusters
  Score: Raw -5302089.307391 + Penalty 5185.315138 = -5296903.992253
  nChanged 16
		SP:Iteration 54Q (3188.780000 sec): 3 clusters
  Score: Raw -5302096.278002 + Penalty 5185.315138 = -5296910.962863
  nChanged 11
		SP:Iteration 55Q (3188.880000 sec): 3 clusters
  Score: Raw -5302100.198307 + Penalty 5185.315138 = -5296914.883168
  nChanged 11
		SP:Iteration 56Q (3188.980000 sec): 3 clusters
  Score: Raw -5302104.108764 + Penalty 5185.315138 = -5296918.793625
  nChanged 10
		SP:Iteration 57Q (3189.080000 sec): 3 clusters
  Score: Raw -5302107.891880 + Penalty 5185.315138 = -5296922.576742
  nChanged 7
		SP:Iteration 58Q (3189.190000 sec): 3 clusters
  Score: Raw -5302109.748478 + Penalty 5185.315138 = -5296924.433339
  nChanged 7
		SP:Iteration 59Q (3189.290000 sec): 3 clusters
  Score: Raw -5302112.567483 + Penalty 5185.315138 = -5296927.252344
  nChanged 7
		SP:Iteration 60F (3189.430000 sec): 3 clusters
  Score: Raw -5302114.969164 + Penalty 5185.315138 = -5296929.654025
  nChanged 8
		SP:Iteration 61Q (3189.530000 sec): 3 clusters
  Score: Raw -5302118.383697 + Penalty 5185.315138 = -5296933.068559
  nChanged 6
		SP:Iteration 62Q (3189.630000 sec): 3 clusters
  Score: Raw -5302120.942231 + Penalty 5185.315138 = -5296935.627092
  nChanged 8
		SP:Iteration 63Q (3189.730000 sec): 3 clusters
  Score: Raw -5302123.929802 + Penalty 5185.315138 = -5296938.614663
  nChanged 7
		SP:Iteration 64Q (3189.830000 sec): 3 clusters
  Score: Raw -5302127.257813 + Penalty 5185.315138 = -5296941.942674
  nChanged 8
		SP:Iteration 65Q (3189.940000 sec): 3 clusters
  Score: Raw -5302130.547172 + Penalty 5185.315138 = -5296945.232033
  nChanged 7
		SP:Iteration 66Q (3190.030000 sec): 3 clusters
  Score: Raw -5302133.943778 + Penalty 5185.315138 = -5296948.628640
  nChanged 4
		SP:Iteration 67Q (3190.120000 sec): 3 clusters
  Score: Raw -5302135.795543 + Penalty 5185.315138 = -5296950.480405
  nChanged 8
		SP:Iteration 68Q (3190.210000 sec): 3 clusters
  Score: Raw -5302138.759317 + Penalty 5185.315138 = -5296953.444179
  nChanged 7
		SP:Iteration 69Q (3190.300000 sec): 3 clusters
  Score: Raw -5302141.375355 + Penalty 5185.315138 = -5296956.060216
  nChanged 1
		SP:Iteration 70Q (3190.390000 sec): 3 clusters
  Score: Raw -5302141.714056 + Penalty 5185.315138 = -5296956.398918
  nChanged 1
		SP:Iteration 71Q (3190.480000 sec): 3 clusters
  Score: Raw -5302142.368756 + Penalty 5185.315138 = -5296957.053617
  nChanged 4
		SP:Iteration 72Q (3190.570000 sec): 3 clusters
  Score: Raw -5302144.165403 + Penalty 5185.315138 = -5296958.850264
  nChanged 3
		SP:Iteration 73Q (3190.660000 sec): 3 clusters
  Score: Raw -5302145.287714 + Penalty 5185.315138 = -5296959.972575
  nChanged 2
		SP:Iteration 74Q (3190.760000 sec): 3 clusters
  Score: Raw -5302145.720713 + Penalty 5185.315138 = -5296960.405575
  nChanged 0
		SP:Iteration 75F (3190.880000 sec): 3 clusters
  Score: Raw -5302145.720713 + Penalty 5185.315138 = -5296960.405575
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 31 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3190.900000 sec): 2 clusters
  Score: Raw -27088.895071 + Penalty 1372.280593 = -25716.614478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3190.900000 sec): 3 clusters
  Score: Raw -27319.661017 + Penalty 2744.561186 = -24575.099830
  nChanged 39
		SP:Iteration 1F (3190.900000 sec): 3 clusters
  Score: Raw -27563.432117 + Penalty 2744.561186 = -24818.870931
  nChanged 19
		SP:Iteration 2F (3190.900000 sec): 3 clusters
  Score: Raw -27695.813864 + Penalty 2744.561186 = -24951.252678
  nChanged 5
		SP:Iteration 3Q (3190.900000 sec): 3 clusters
  Score: Raw -27710.591696 + Penalty 2744.561186 = -24966.030510
  nChanged 3
		SP:Iteration 4Q (3190.900000 sec): 3 clusters
  Score: Raw -27728.923722 + Penalty 2744.561186 = -24984.362535
  nChanged 2
		SP:Iteration 5Q (3190.900000 sec): 3 clusters
  Score: Raw -27736.735633 + Penalty 2744.561186 = -24992.174447
  nChanged 1
		SP:Iteration 6Q (3190.910000 sec): 3 clusters
  Score: Raw -27740.831277 + Penalty 2744.561186 = -24996.270091
  nChanged 0
		SP:Iteration 7F (3190.910000 sec): 3 clusters
  Score: Raw -27740.831277 + Penalty 2744.561186 = -24996.270091
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 32 (721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3190.910000 sec): 2 clusters
  Score: Raw -92353.119768 + Penalty 1631.998506 = -90721.121262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3190.920000 sec): 3 clusters
  Score: Raw -92284.702000 + Penalty 3263.997012 = -89020.704988
  nChanged 169
		SP:Iteration 1F (3190.920000 sec): 3 clusters
  Score: Raw -92624.284813 + Penalty 3263.997012 = -89360.287801
  nChanged 62
		SP:Iteration 2F (3190.920000 sec): 3 clusters
  Score: Raw -92810.749203 + Penalty 3263.997012 = -89546.752191
  nChanged 38
		SP:Iteration 3F (3190.920000 sec): 3 clusters
  Score: Raw -92892.832229 + Penalty 3263.997012 = -89628.835217
  nChanged 20
		SP:Iteration 4Q (3190.930000 sec): 3 clusters
  Score: Raw -92928.058061 + Penalty 3263.997012 = -89664.061049
  nChanged 15
		SP:Iteration 5Q (3190.930000 sec): 3 clusters
  Score: Raw -92957.656493 + Penalty 3263.997012 = -89693.659481
  nChanged 12
		SP:Iteration 6Q (3190.930000 sec): 3 clusters
  Score: Raw -92985.710289 + Penalty 3263.997012 = -89721.713277
  nChanged 6
		SP:Iteration 7Q (3190.930000 sec): 3 clusters
  Score: Raw -92998.710782 + Penalty 3263.997012 = -89734.713770
  nChanged 3
		SP:Iteration 8Q (3190.940000 sec): 3 clusters
  Score: Raw -93005.629921 + Penalty 3263.997012 = -89741.632909
  nChanged 4
		SP:Iteration 9Q (3190.940000 sec): 3 clusters
  Score: Raw -93011.680540 + Penalty 3263.997012 = -89747.683528
  nChanged 2
		SP:Iteration 10Q (3190.940000 sec): 3 clusters
  Score: Raw -93013.462410 + Penalty 3263.997012 = -89749.465398
  nChanged 2
		SP:Iteration 11Q (3190.940000 sec): 3 clusters
  Score: Raw -93017.262194 + Penalty 3263.997012 = -89753.265182
  nChanged 3
		SP:Iteration 12Q (3190.940000 sec): 3 clusters
  Score: Raw -93022.677905 + Penalty 3263.997012 = -89758.680893
  nChanged 3
		SP:Iteration 13Q (3190.950000 sec): 3 clusters
  Score: Raw -93032.109372 + Penalty 3263.997012 = -89768.112360
  nChanged 3
		SP:Iteration 14Q (3190.950000 sec): 3 clusters
  Score: Raw -93035.573332 + Penalty 3263.997012 = -89771.576320
  nChanged 0
		SP:Iteration 15F (3190.950000 sec): 3 clusters
  Score: Raw -93035.573332 + Penalty 3263.997012 = -89771.576320
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 33 (193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3190.960000 sec): 2 clusters
  Score: Raw -25068.601729 + Penalty 1305.147167 = -23763.454562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3190.960000 sec): 3 clusters
  Score: Raw -25542.384699 + Penalty 2610.294334 = -22932.090365
  nChanged 33
		SP:Iteration 1F (3190.960000 sec): 3 clusters
  Score: Raw -25756.232773 + Penalty 2610.294334 = -23145.938440
  nChanged 6
		SP:Iteration 2Q (3190.960000 sec): 3 clusters
  Score: Raw -25805.057306 + Penalty 2610.294334 = -23194.762972
  nChanged 2
		SP:Iteration 3Q (3190.960000 sec): 3 clusters
  Score: Raw -25818.917714 + Penalty 2610.294334 = -23208.623380
  nChanged 1
		SP:Iteration 4Q (3190.960000 sec): 3 clusters
  Score: Raw -25828.462665 + Penalty 2610.294334 = -23218.168331
  nChanged 1
		SP:Iteration 5Q (3190.960000 sec): 3 clusters
  Score: Raw -25834.689597 + Penalty 2610.294334 = -23224.395263
  nChanged 0
		SP:Iteration 6F (3190.960000 sec): 3 clusters
  Score: Raw -25834.689597 + Penalty 2610.294334 = -23224.395263
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 34 (929 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3190.970000 sec): 2 clusters
  Score: Raw -123238.451614 + Penalty 1694.858967 = -121543.592647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3190.970000 sec): 3 clusters
  Score: Raw -123052.750853 + Penalty 3389.717934 = -119663.032919
  nChanged 222
		SP:Iteration 1F (3190.970000 sec): 3 clusters
  Score: Raw -123343.614736 + Penalty 3389.717934 = -119953.896802
  nChanged 65
		SP:Iteration 2F (3190.980000 sec): 3 clusters
  Score: Raw -123445.642363 + Penalty 3389.717934 = -120055.924429
  nChanged 38
		SP:Iteration 3Q (3190.980000 sec): 3 clusters
  Score: Raw -123494.881767 + Penalty 3389.717934 = -120105.163833
  nChanged 13
		SP:Iteration 4Q (3190.980000 sec): 3 clusters
  Score: Raw -123509.622411 + Penalty 3389.717934 = -120119.904477
  nChanged 7
		SP:Iteration 5Q (3190.990000 sec): 3 clusters
  Score: Raw -123516.995610 + Penalty 3389.717934 = -120127.277676
  nChanged 4
		SP:Iteration 6Q (3190.990000 sec): 3 clusters
  Score: Raw -123523.908742 + Penalty 3389.717934 = -120134.190807
  nChanged 4
		SP:Iteration 7Q (3190.990000 sec): 3 clusters
  Score: Raw -123532.244862 + Penalty 3389.717934 = -120142.526928
  nChanged 5
		SP:Iteration 8Q (3191.000000 sec): 3 clusters
  Score: Raw -123541.749776 + Penalty 3389.717934 = -120152.031841
  nChanged 5
		SP:Iteration 9Q (3191.000000 sec): 3 clusters
  Score: Raw -123553.486040 + Penalty 3389.717934 = -120163.768106
  nChanged 9
		SP:Iteration 10Q (3191.000000 sec): 3 clusters
  Score: Raw -123567.284150 + Penalty 3389.717934 = -120177.566215
  nChanged 5
		SP:Iteration 11Q (3191.010000 sec): 3 clusters
  Score: Raw -123572.232770 + Penalty 3389.717934 = -120182.514836
  nChanged 1
		SP:Iteration 12Q (3191.010000 sec): 3 clusters
  Score: Raw -123572.664355 + Penalty 3389.717934 = -120182.946421
  nChanged 0
		SP:Iteration 13F (3191.010000 sec): 3 clusters
  Score: Raw -123572.664355 + Penalty 3389.717934 = -120182.946421
  nChanged 0
Iteration 219Q (3200.610000 sec): 35 clusters
  Score: Raw -117615865.977648 + Penalty 114739.327988 = -117501126.649660
  nChanged 7
Iteration 220F (3238.180000 sec): 35 clusters
  Score: Raw -117615866.238660 + Penalty 114739.327988 = -117501126.910672
  nChanged 11
Iteration 221Q (3248.080000 sec): 35 clusters
  Score: Raw -117615866.647276 + Penalty 114739.327988 = -117501127.319287
  nChanged 16
Iteration 222Q (3257.810000 sec): 35 clusters
  Score: Raw -117615867.541445 + Penalty 114739.327988 = -117501128.213457
  nChanged 17
Iteration 223Q (3267.620000 sec): 35 clusters
  Score: Raw -117615868.536285 + Penalty 114739.327988 = -117501129.208296
  nChanged 11
Iteration 224Q (3277.260000 sec): 35 clusters
  Score: Raw -117615868.950194 + Penalty 114739.327988 = -117501129.622206
  nChanged 8
Iteration 225Q (3286.890000 sec): 35 clusters
  Score: Raw -117615869.147456 + Penalty 114739.327988 = -117501129.819468
  nChanged 7
Iteration 226Q (3296.540000 sec): 35 clusters
  Score: Raw -117615869.268701 + Penalty 114739.327988 = -117501129.940713
  nChanged 10
Iteration 227Q (3306.230000 sec): 35 clusters
  Score: Raw -117615869.359701 + Penalty 114739.327988 = -117501130.031713
  nChanged 7
Iteration 228Q (3315.850000 sec): 35 clusters
  Score: Raw -117615869.399397 + Penalty 114739.327988 = -117501130.071409
  nChanged 6
Iteration 229Q (3325.480000 sec): 35 clusters
  Score: Raw -117615869.499726 + Penalty 114739.327988 = -117501130.171738
  nChanged 5
Iteration 230Q (3335.170000 sec): 35 clusters
  Score: Raw -117615869.636780 + Penalty 114739.327988 = -117501130.308792
  nChanged 5
Iteration 231Q (3344.770000 sec): 35 clusters
  Score: Raw -117615869.736357 + Penalty 114739.327988 = -117501130.408369
  nChanged 6
Iteration 232Q (3354.400000 sec): 35 clusters
  Score: Raw -117615869.845007 + Penalty 114739.327988 = -117501130.517019
  nChanged 4
Iteration 233Q (3364.010000 sec): 35 clusters
  Score: Raw -117615869.910864 + Penalty 114739.327988 = -117501130.582876
  nChanged 3
Iteration 234Q (3373.620000 sec): 35 clusters
  Score: Raw -117615869.935736 + Penalty 114739.327988 = -117501130.607748
  nChanged 1
Iteration 235Q (3383.230000 sec): 35 clusters
  Score: Raw -117615869.942608 + Penalty 114739.327988 = -117501130.614620
  nChanged 0
Iteration 236F (3420.140000 sec): 35 clusters
  Score: Raw -117615869.942608 + Penalty 114739.327988 = -117501130.614620
  nChanged 0
Compute initial score before splitting:   Score: Raw -117615869.942608 + Penalty 114739.327988 = -117501130.614620
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.170000 sec): 2 clusters
  Score: Raw -122761.033076 + Penalty 1666.315262 = -121094.717813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.180000 sec): 3 clusters
  Score: Raw -122645.430054 + Penalty 3332.630525 = -119312.799530
  nChanged 173
		SP:Iteration 1F (3420.180000 sec): 3 clusters
  Score: Raw -122877.408113 + Penalty 3332.630525 = -119544.777589
  nChanged 40
		SP:Iteration 2Q (3420.180000 sec): 3 clusters
  Score: Raw -122938.337654 + Penalty 3332.630525 = -119605.707130
  nChanged 15
		SP:Iteration 3Q (3420.180000 sec): 3 clusters
  Score: Raw -122960.065121 + Penalty 3332.630525 = -119627.434596
  nChanged 13
		SP:Iteration 4Q (3420.190000 sec): 3 clusters
  Score: Raw -122974.291775 + Penalty 3332.630525 = -119641.661250
  nChanged 7
		SP:Iteration 5Q (3420.190000 sec): 3 clusters
  Score: Raw -122986.752675 + Penalty 3332.630525 = -119654.122150
  nChanged 4
		SP:Iteration 6Q (3420.200000 sec): 3 clusters
  Score: Raw -122992.269353 + Penalty 3332.630525 = -119659.638829
  nChanged 3
		SP:Iteration 7Q (3420.200000 sec): 3 clusters
  Score: Raw -122995.526778 + Penalty 3332.630525 = -119662.896253
  nChanged 3
		SP:Iteration 8Q (3420.200000 sec): 3 clusters
  Score: Raw -122998.081392 + Penalty 3332.630525 = -119665.450868
  nChanged 1
		SP:Iteration 9Q (3420.200000 sec): 3 clusters
  Score: Raw -122999.362476 + Penalty 3332.630525 = -119666.731952
  nChanged 1
		SP:Iteration 10Q (3420.200000 sec): 3 clusters
  Score: Raw -123001.247659 + Penalty 3332.630525 = -119668.617135
  nChanged 1
		SP:Iteration 11Q (3420.210000 sec): 3 clusters
  Score: Raw -123002.165289 + Penalty 3332.630525 = -119669.534765
  nChanged 0
		SP:Iteration 12F (3420.210000 sec): 3 clusters
  Score: Raw -123002.165289 + Penalty 3332.630525 = -119669.534765
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.220000 sec): 2 clusters
  Score: Raw -179904.369306 + Penalty 1762.234960 = -178142.134345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.220000 sec): 3 clusters
  Score: Raw -179603.323166 + Penalty 3524.469920 = -176078.853246
  nChanged 333
		SP:Iteration 1F (3420.230000 sec): 3 clusters
  Score: Raw -179930.197931 + Penalty 3524.469920 = -176405.728011
  nChanged 75
		SP:Iteration 2F (3420.230000 sec): 3 clusters
  Score: Raw -180025.677266 + Penalty 3524.469920 = -176501.207346
  nChanged 37
		SP:Iteration 3Q (3420.240000 sec): 3 clusters
  Score: Raw -180079.445331 + Penalty 3524.469920 = -176554.975410
  nChanged 43
		SP:Iteration 4Q (3420.240000 sec): 3 clusters
  Score: Raw -180132.666730 + Penalty 3524.469920 = -176608.196809
  nChanged 18
		SP:Iteration 5Q (3420.240000 sec): 3 clusters
  Score: Raw -180151.437099 + Penalty 3524.469920 = -176626.967179
  nChanged 14
		SP:Iteration 6Q (3420.250000 sec): 3 clusters
  Score: Raw -180165.841137 + Penalty 3524.469920 = -176641.371216
  nChanged 12
		SP:Iteration 7Q (3420.250000 sec): 3 clusters
  Score: Raw -180178.096960 + Penalty 3524.469920 = -176653.627040
  nChanged 9
		SP:Iteration 8Q (3420.260000 sec): 3 clusters
  Score: Raw -180187.848037 + Penalty 3524.469920 = -176663.378117
  nChanged 10
		SP:Iteration 9Q (3420.260000 sec): 3 clusters
  Score: Raw -180196.040660 + Penalty 3524.469920 = -176671.570740
  nChanged 6
		SP:Iteration 10Q (3420.270000 sec): 3 clusters
  Score: Raw -180207.125606 + Penalty 3524.469920 = -176682.655686
  nChanged 8
		SP:Iteration 11Q (3420.270000 sec): 3 clusters
  Score: Raw -180214.085657 + Penalty 3524.469920 = -176689.615737
  nChanged 6
		SP:Iteration 12Q (3420.280000 sec): 3 clusters
  Score: Raw -180218.317790 + Penalty 3524.469920 = -176693.847869
  nChanged 4
		SP:Iteration 13Q (3420.280000 sec): 3 clusters
  Score: Raw -180223.737040 + Penalty 3524.469920 = -176699.267119
  nChanged 4
		SP:Iteration 14Q (3420.280000 sec): 3 clusters
  Score: Raw -180226.527400 + Penalty 3524.469920 = -176702.057480
  nChanged 2
		SP:Iteration 15Q (3420.290000 sec): 3 clusters
  Score: Raw -180227.372304 + Penalty 3524.469920 = -176702.902384
  nChanged 0
		SP:Iteration 16F (3420.290000 sec): 3 clusters
  Score: Raw -180227.372304 + Penalty 3524.469920 = -176702.902384
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.300000 sec): 2 clusters
  Score: Raw -22540.062065 + Penalty 1297.314937 = -21242.747128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.300000 sec): 3 clusters
  Score: Raw -22911.189100 + Penalty 2594.629874 = -20316.559226
  nChanged 20
		SP:Iteration 1F (3420.300000 sec): 3 clusters
  Score: Raw -22999.577004 + Penalty 2594.629874 = -20404.947131
  nChanged 11
		SP:Iteration 2F (3420.300000 sec): 3 clusters
  Score: Raw -23078.111543 + Penalty 2594.629874 = -20483.481669
  nChanged 8
		SP:Iteration 3Q (3420.300000 sec): 3 clusters
  Score: Raw -23167.721890 + Penalty 2594.629874 = -20573.092016
  nChanged 5
		SP:Iteration 4Q (3420.300000 sec): 3 clusters
  Score: Raw -23198.952773 + Penalty 2594.629874 = -20604.322899
  nChanged 3
		SP:Iteration 5Q (3420.300000 sec): 3 clusters
  Score: Raw -23240.109481 + Penalty 2594.629874 = -20645.479607
  nChanged 3
		SP:Iteration 6Q (3420.300000 sec): 3 clusters
  Score: Raw -23275.191724 + Penalty 2594.629874 = -20680.561850
  nChanged 1
		SP:Iteration 7Q (3420.300000 sec): 3 clusters
  Score: Raw -23281.837332 + Penalty 2594.629874 = -20687.207458
  nChanged 0
		SP:Iteration 8F (3420.300000 sec): 3 clusters
  Score: Raw -23281.837332 + Penalty 2594.629874 = -20687.207458
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (2808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.320000 sec): 2 clusters
  Score: Raw -412082.647571 + Penalty 1969.176486 = -410113.471085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.320000 sec): 3 clusters
  Score: Raw -410878.962460 + Penalty 3938.352972 = -406940.609489
  nChanged 981
		SP:Iteration 1F (3420.340000 sec): 3 clusters
  Score: Raw -411522.910814 + Penalty 3938.352972 = -407584.557842
  nChanged 217
		SP:Iteration 2F (3420.340000 sec): 3 clusters
  Score: Raw -411674.013899 + Penalty 3938.352972 = -407735.660927
  nChanged 133
		SP:Iteration 3Q (3420.360000 sec): 3 clusters
  Score: Raw -411760.806836 + Penalty 3938.352972 = -407822.453865
  nChanged 90
		SP:Iteration 4Q (3420.360000 sec): 3 clusters
  Score: Raw -411819.373875 + Penalty 3938.352972 = -407881.020904
  nChanged 62
		SP:Iteration 5Q (3420.380000 sec): 3 clusters
  Score: Raw -411863.535215 + Penalty 3938.352972 = -407925.182244
  nChanged 44
		SP:Iteration 6Q (3420.390000 sec): 3 clusters
  Score: Raw -411897.768409 + Penalty 3938.352972 = -407959.415438
  nChanged 60
		SP:Iteration 7Q (3420.400000 sec): 3 clusters
  Score: Raw -411940.816938 + Penalty 3938.352972 = -408002.463967
  nChanged 56
		SP:Iteration 8Q (3420.410000 sec): 3 clusters
  Score: Raw -411985.578471 + Penalty 3938.352972 = -408047.225500
  nChanged 37
		SP:Iteration 9Q (3420.420000 sec): 3 clusters
  Score: Raw -412007.941596 + Penalty 3938.352972 = -408069.588625
  nChanged 32
		SP:Iteration 10Q (3420.430000 sec): 3 clusters
  Score: Raw -412031.947643 + Penalty 3938.352972 = -408093.594671
  nChanged 35
		SP:Iteration 11Q (3420.440000 sec): 3 clusters
  Score: Raw -412056.916125 + Penalty 3938.352972 = -408118.563153
  nChanged 40
		SP:Iteration 12Q (3420.450000 sec): 3 clusters
  Score: Raw -412081.424133 + Penalty 3938.352972 = -408143.071162
  nChanged 28
		SP:Iteration 13Q (3420.460000 sec): 3 clusters
  Score: Raw -412095.988914 + Penalty 3938.352972 = -408157.635942
  nChanged 31
		SP:Iteration 14Q (3420.470000 sec): 3 clusters
  Score: Raw -412113.815815 + Penalty 3938.352972 = -408175.462843
  nChanged 22
		SP:Iteration 15Q (3420.480000 sec): 3 clusters
  Score: Raw -412125.901763 + Penalty 3938.352972 = -408187.548791
  nChanged 20
		SP:Iteration 16Q (3420.490000 sec): 3 clusters
  Score: Raw -412136.466859 + Penalty 3938.352972 = -408198.113887
  nChanged 19
		SP:Iteration 17Q (3420.500000 sec): 3 clusters
  Score: Raw -412147.950317 + Penalty 3938.352972 = -408209.597345
  nChanged 18
		SP:Iteration 18Q (3420.510000 sec): 3 clusters
  Score: Raw -412156.635064 + Penalty 3938.352972 = -408218.282092
  nChanged 19
		SP:Iteration 19Q (3420.520000 sec): 3 clusters
  Score: Raw -412167.338348 + Penalty 3938.352972 = -408228.985376
  nChanged 18
		SP:Iteration 20F (3420.530000 sec): 3 clusters
  Score: Raw -412177.353602 + Penalty 3938.352972 = -408239.000631
  nChanged 21
		SP:Iteration 21Q (3420.540000 sec): 3 clusters
  Score: Raw -412193.851156 + Penalty 3938.352972 = -408255.498185
  nChanged 31
		SP:Iteration 22Q (3420.550000 sec): 3 clusters
  Score: Raw -412216.641018 + Penalty 3938.352972 = -408278.288047
  nChanged 33
		SP:Iteration 23Q (3420.560000 sec): 3 clusters
  Score: Raw -412237.125598 + Penalty 3938.352972 = -408298.772627
  nChanged 33
		SP:Iteration 24Q (3420.570000 sec): 3 clusters
  Score: Raw -412258.900518 + Penalty 3938.352972 = -408320.547547
  nChanged 38
		SP:Iteration 25Q (3420.580000 sec): 3 clusters
  Score: Raw -412285.024765 + Penalty 3938.352972 = -408346.671794
  nChanged 45
		SP:Iteration 26Q (3420.590000 sec): 3 clusters
  Score: Raw -412323.968691 + Penalty 3938.352972 = -408385.615720
  nChanged 47
		SP:Iteration 27Q (3420.600000 sec): 3 clusters
  Score: Raw -412361.811861 + Penalty 3938.352972 = -408423.458890
  nChanged 46
		SP:Iteration 28Q (3420.610000 sec): 3 clusters
  Score: Raw -412399.782033 + Penalty 3938.352972 = -408461.429062
  nChanged 48
		SP:Iteration 29Q (3420.620000 sec): 3 clusters
  Score: Raw -412433.882800 + Penalty 3938.352972 = -408495.529828
  nChanged 47
		SP:Iteration 30Q (3420.630000 sec): 3 clusters
  Score: Raw -412479.151949 + Penalty 3938.352972 = -408540.798977
  nChanged 54
		SP:Iteration 31Q (3420.640000 sec): 3 clusters
  Score: Raw -412538.785790 + Penalty 3938.352972 = -408600.432819
  nChanged 61
		SP:Iteration 32Q (3420.650000 sec): 3 clusters
  Score: Raw -412604.141299 + Penalty 3938.352972 = -408665.788328
  nChanged 49
		SP:Iteration 33Q (3420.660000 sec): 3 clusters
  Score: Raw -412660.192628 + Penalty 3938.352972 = -408721.839656
  nChanged 56
		SP:Iteration 34Q (3420.670000 sec): 3 clusters
  Score: Raw -412732.021070 + Penalty 3938.352972 = -408793.668098
  nChanged 56
		SP:Iteration 35Q (3420.680000 sec): 3 clusters
  Score: Raw -412798.340756 + Penalty 3938.352972 = -408859.987785
  nChanged 48
		SP:Iteration 36Q (3420.690000 sec): 3 clusters
  Score: Raw -412841.298733 + Penalty 3938.352972 = -408902.945761
  nChanged 34
		SP:Iteration 37Q (3420.700000 sec): 3 clusters
  Score: Raw -412879.206992 + Penalty 3938.352972 = -408940.854020
  nChanged 29
		SP:Iteration 38Q (3420.700000 sec): 3 clusters
  Score: Raw -412904.458508 + Penalty 3938.352972 = -408966.105536
  nChanged 27
		SP:Iteration 39Q (3420.710000 sec): 3 clusters
  Score: Raw -412921.171364 + Penalty 3938.352972 = -408982.818392
  nChanged 17
		SP:Iteration 40F (3420.720000 sec): 3 clusters
  Score: Raw -412929.452375 + Penalty 3938.352972 = -408991.099404
  nChanged 10
		SP:Iteration 41Q (3420.730000 sec): 3 clusters
  Score: Raw -412934.361789 + Penalty 3938.352972 = -408996.008817
  nChanged 5
		SP:Iteration 42Q (3420.740000 sec): 3 clusters
  Score: Raw -412937.671397 + Penalty 3938.352972 = -408999.318425
  nChanged 3
		SP:Iteration 43Q (3420.750000 sec): 3 clusters
  Score: Raw -412939.841560 + Penalty 3938.352972 = -409001.488588
  nChanged 1
		SP:Iteration 44Q (3420.760000 sec): 3 clusters
  Score: Raw -412940.511943 + Penalty 3938.352972 = -409002.158972
  nChanged 1
		SP:Iteration 45Q (3420.770000 sec): 3 clusters
  Score: Raw -412940.968939 + Penalty 3938.352972 = -409002.615967
  nChanged 0
		SP:Iteration 46F (3420.780000 sec): 3 clusters
  Score: Raw -412940.968939 + Penalty 3938.352972 = -409002.615967
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.780000 sec): 2 clusters
  Score: Raw -77809.852459 + Penalty 1571.093454 = -76238.759005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.780000 sec): 3 clusters
  Score: Raw -77848.107947 + Penalty 3142.186909 = -74705.921038
  nChanged 114
		SP:Iteration 1F (3420.780000 sec): 3 clusters
  Score: Raw -78089.018923 + Penalty 3142.186909 = -74946.832015
  nChanged 38
		SP:Iteration 2F (3420.790000 sec): 3 clusters
  Score: Raw -78268.120227 + Penalty 3142.186909 = -75125.933318
  nChanged 37
		SP:Iteration 3F (3420.790000 sec): 3 clusters
  Score: Raw -78407.084374 + Penalty 3142.186909 = -75264.897466
  nChanged 33
		SP:Iteration 4F (3420.790000 sec): 3 clusters
  Score: Raw -78599.089868 + Penalty 3142.186909 = -75456.902959
  nChanged 23
		SP:Iteration 5Q (3420.800000 sec): 3 clusters
  Score: Raw -78690.222806 + Penalty 3142.186909 = -75548.035897
  nChanged 19
		SP:Iteration 6Q (3420.800000 sec): 3 clusters
  Score: Raw -78757.835730 + Penalty 3142.186909 = -75615.648821
  nChanged 11
		SP:Iteration 7Q (3420.800000 sec): 3 clusters
  Score: Raw -78801.014146 + Penalty 3142.186909 = -75658.827237
  nChanged 5
		SP:Iteration 8Q (3420.800000 sec): 3 clusters
  Score: Raw -78829.674349 + Penalty 3142.186909 = -75687.487440
  nChanged 7
		SP:Iteration 9Q (3420.800000 sec): 3 clusters
  Score: Raw -78876.170291 + Penalty 3142.186909 = -75733.983383
  nChanged 5
		SP:Iteration 10Q (3420.800000 sec): 3 clusters
  Score: Raw -78905.724082 + Penalty 3142.186909 = -75763.537174
  nChanged 1
		SP:Iteration 11Q (3420.800000 sec): 3 clusters
  Score: Raw -78908.263185 + Penalty 3142.186909 = -75766.076277
  nChanged 0
		SP:Iteration 12F (3420.810000 sec): 3 clusters
  Score: Raw -78908.263185 + Penalty 3142.186909 = -75766.076277
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.870000 sec): 2 clusters
  Score: Raw -2463886.960096 + Penalty 2427.429105 = -2461459.530991
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.930000 sec): 3 clusters
  Score: Raw -2453588.674399 + Penalty 4854.858209 = -2448733.816190
  nChanged 7811
		SP:Iteration 1F (3421.000000 sec): 3 clusters
  Score: Raw -2457773.599292 + Penalty 4854.858209 = -2452918.741083
  nChanged 1167
		SP:Iteration 2F (3421.060000 sec): 3 clusters
  Score: Raw -2458361.645853 + Penalty 4854.858209 = -2453506.787644
  nChanged 1075
		SP:Iteration 3F (3421.130000 sec): 3 clusters
  Score: Raw -2458900.312540 + Penalty 4854.858209 = -2454045.454331
  nChanged 968
		SP:Iteration 4F (3421.190000 sec): 3 clusters
  Score: Raw -2459443.276565 + Penalty 4854.858209 = -2454588.418356
  nChanged 924
		SP:Iteration 5F (3421.260000 sec): 3 clusters
  Score: Raw -2459980.422220 + Penalty 4854.858209 = -2455125.564011
  nChanged 920
		SP:Iteration 6F (3421.320000 sec): 3 clusters
  Score: Raw -2460517.715230 + Penalty 4854.858209 = -2455662.857021
  nChanged 902
		SP:Iteration 7F (3421.380000 sec): 3 clusters
  Score: Raw -2461061.964731 + Penalty 4854.858209 = -2456207.106522
  nChanged 851
		SP:Iteration 8Q (3421.450000 sec): 3 clusters
  Score: Raw -2461562.267829 + Penalty 4854.858209 = -2456707.409620
  nChanged 738
		SP:Iteration 9Q (3421.510000 sec): 3 clusters
  Score: Raw -2461972.363026 + Penalty 4854.858209 = -2457117.504817
  nChanged 669
		SP:Iteration 10Q (3421.580000 sec): 3 clusters
  Score: Raw -2462308.148417 + Penalty 4854.858209 = -2457453.290208
  nChanged 528
		SP:Iteration 11Q (3421.640000 sec): 3 clusters
  Score: Raw -2462553.907843 + Penalty 4854.858209 = -2457699.049634
  nChanged 426
		SP:Iteration 12Q (3421.700000 sec): 3 clusters
  Score: Raw -2462714.232038 + Penalty 4854.858209 = -2457859.373829
  nChanged 336
		SP:Iteration 13Q (3421.760000 sec): 3 clusters
  Score: Raw -2462827.919523 + Penalty 4854.858209 = -2457973.061314
  nChanged 251
		SP:Iteration 14Q (3421.830000 sec): 3 clusters
  Score: Raw -2462907.918345 + Penalty 4854.858209 = -2458053.060136
  nChanged 231
		SP:Iteration 15Q (3421.890000 sec): 3 clusters
  Score: Raw -2462980.741534 + Penalty 4854.858209 = -2458125.883325
  nChanged 206
		SP:Iteration 16Q (3421.950000 sec): 3 clusters
  Score: Raw -2463041.140219 + Penalty 4854.858209 = -2458186.282010
  nChanged 183
		SP:Iteration 17Q (3422.010000 sec): 3 clusters
  Score: Raw -2463091.709847 + Penalty 4854.858209 = -2458236.851638
  nChanged 159
		SP:Iteration 18Q (3422.070000 sec): 3 clusters
  Score: Raw -2463134.158612 + Penalty 4854.858209 = -2458279.300403
  nChanged 151
		SP:Iteration 19Q (3422.140000 sec): 3 clusters
  Score: Raw -2463175.259497 + Penalty 4854.858209 = -2458320.401288
  nChanged 161
		SP:Iteration 20F (3422.200000 sec): 3 clusters
  Score: Raw -2463216.617670 + Penalty 4854.858209 = -2458361.759461
  nChanged 134
		SP:Iteration 21Q (3422.260000 sec): 3 clusters
  Score: Raw -2463252.617665 + Penalty 4854.858209 = -2458397.759456
  nChanged 129
		SP:Iteration 22Q (3422.320000 sec): 3 clusters
  Score: Raw -2463286.020388 + Penalty 4854.858209 = -2458431.162179
  nChanged 139
		SP:Iteration 23Q (3422.380000 sec): 3 clusters
  Score: Raw -2463320.279652 + Penalty 4854.858209 = -2458465.421443
  nChanged 147
		SP:Iteration 24Q (3422.440000 sec): 3 clusters
  Score: Raw -2463360.198395 + Penalty 4854.858209 = -2458505.340186
  nChanged 145
		SP:Iteration 25Q (3422.500000 sec): 3 clusters
  Score: Raw -2463398.983691 + Penalty 4854.858209 = -2458544.125482
  nChanged 140
		SP:Iteration 26Q (3422.560000 sec): 3 clusters
  Score: Raw -2463440.960849 + Penalty 4854.858209 = -2458586.102640
  nChanged 157
		SP:Iteration 27Q (3422.620000 sec): 3 clusters
  Score: Raw -2463489.889908 + Penalty 4854.858209 = -2458635.031699
  nChanged 160
		SP:Iteration 28Q (3422.680000 sec): 3 clusters
  Score: Raw -2463535.389574 + Penalty 4854.858209 = -2458680.531365
  nChanged 147
		SP:Iteration 29Q (3422.740000 sec): 3 clusters
  Score: Raw -2463574.330432 + Penalty 4854.858209 = -2458719.472223
  nChanged 132
		SP:Iteration 30Q (3422.800000 sec): 3 clusters
  Score: Raw -2463609.646370 + Penalty 4854.858209 = -2458754.788161
  nChanged 127
		SP:Iteration 31Q (3422.860000 sec): 3 clusters
  Score: Raw -2463638.715614 + Penalty 4854.858209 = -2458783.857405
  nChanged 98
		SP:Iteration 32Q (3422.920000 sec): 3 clusters
  Score: Raw -2463657.031145 + Penalty 4854.858209 = -2458802.172936
  nChanged 90
		SP:Iteration 33Q (3422.980000 sec): 3 clusters
  Score: Raw -2463675.379151 + Penalty 4854.858209 = -2458820.520942
  nChanged 95
		SP:Iteration 34Q (3423.040000 sec): 3 clusters
  Score: Raw -2463697.442015 + Penalty 4854.858209 = -2458842.583806
  nChanged 106
		SP:Iteration 35Q (3423.100000 sec): 3 clusters
  Score: Raw -2463726.031549 + Penalty 4854.858209 = -2458871.173340
  nChanged 97
		SP:Iteration 36Q (3423.160000 sec): 3 clusters
  Score: Raw -2463750.944884 + Penalty 4854.858209 = -2458896.086675
  nChanged 108
		SP:Iteration 37Q (3423.220000 sec): 3 clusters
  Score: Raw -2463778.055074 + Penalty 4854.858209 = -2458923.196865
  nChanged 94
		SP:Iteration 38Q (3423.270000 sec): 3 clusters
  Score: Raw -2463799.009675 + Penalty 4854.858209 = -2458944.151466
  nChanged 91
		SP:Iteration 39Q (3423.330000 sec): 3 clusters
  Score: Raw -2463816.185228 + Penalty 4854.858209 = -2458961.327019
  nChanged 71
		SP:Iteration 40F (3423.400000 sec): 3 clusters
  Score: Raw -2463831.016840 + Penalty 4854.858209 = -2458976.158631
  nChanged 75
		SP:Iteration 41Q (3423.450000 sec): 3 clusters
  Score: Raw -2463849.383773 + Penalty 4854.858209 = -2458994.525564
  nChanged 87
		SP:Iteration 42Q (3423.510000 sec): 3 clusters
  Score: Raw -2463871.487544 + Penalty 4854.858209 = -2459016.629335
  nChanged 95
		SP:Iteration 43Q (3423.570000 sec): 3 clusters
  Score: Raw -2463894.569074 + Penalty 4854.858209 = -2459039.710865
  nChanged 95
		SP:Iteration 44Q (3423.630000 sec): 3 clusters
  Score: Raw -2463917.920073 + Penalty 4854.858209 = -2459063.061864
  nChanged 88
		SP:Iteration 45Q (3423.680000 sec): 3 clusters
  Score: Raw -2463936.588206 + Penalty 4854.858209 = -2459081.729997
  nChanged 75
		SP:Iteration 46Q (3423.740000 sec): 3 clusters
  Score: Raw -2463953.833448 + Penalty 4854.858209 = -2459098.975239
  nChanged 87
		SP:Iteration 47Q (3423.800000 sec): 3 clusters
  Score: Raw -2463970.889311 + Penalty 4854.858209 = -2459116.031101
  nChanged 69
		SP:Iteration 48Q (3423.860000 sec): 3 clusters
  Score: Raw -2463986.388303 + Penalty 4854.858209 = -2459131.530094
  nChanged 67
		SP:Iteration 49Q (3423.920000 sec): 3 clusters
  Score: Raw -2463999.801935 + Penalty 4854.858209 = -2459144.943725
  nChanged 65
		SP:Iteration 50Q (3423.970000 sec): 3 clusters
  Score: Raw -2464012.454892 + Penalty 4854.858209 = -2459157.596683
  nChanged 57
		SP:Iteration 51Q (3424.030000 sec): 3 clusters
  Score: Raw -2464022.106246 + Penalty 4854.858209 = -2459167.248037
  nChanged 51
		SP:Iteration 52Q (3424.090000 sec): 3 clusters
  Score: Raw -2464031.855153 + Penalty 4854.858209 = -2459176.996944
  nChanged 51
		SP:Iteration 53Q (3424.140000 sec): 3 clusters
  Score: Raw -2464041.214172 + Penalty 4854.858209 = -2459186.355963
  nChanged 54
		SP:Iteration 54Q (3424.200000 sec): 3 clusters
  Score: Raw -2464049.786462 + Penalty 4854.858209 = -2459194.928253
  nChanged 51
		SP:Iteration 55Q (3424.260000 sec): 3 clusters
  Score: Raw -2464060.432182 + Penalty 4854.858209 = -2459205.573973
  nChanged 53
		SP:Iteration 56Q (3424.320000 sec): 3 clusters
  Score: Raw -2464070.377991 + Penalty 4854.858209 = -2459215.519781
  nChanged 51
		SP:Iteration 57Q (3424.370000 sec): 3 clusters
  Score: Raw -2464080.003171 + Penalty 4854.858209 = -2459225.144962
  nChanged 44
		SP:Iteration 58Q (3424.430000 sec): 3 clusters
  Score: Raw -2464087.915686 + Penalty 4854.858209 = -2459233.057477
  nChanged 49
		SP:Iteration 59Q (3424.480000 sec): 3 clusters
  Score: Raw -2464097.157740 + Penalty 4854.858209 = -2459242.299531
  nChanged 51
		SP:Iteration 60F (3424.550000 sec): 3 clusters
  Score: Raw -2464108.724008 + Penalty 4854.858209 = -2459253.865799
  nChanged 55
		SP:Iteration 61Q (3424.600000 sec): 3 clusters
  Score: Raw -2464121.327617 + Penalty 4854.858209 = -2459266.469408
  nChanged 53
		SP:Iteration 62Q (3424.660000 sec): 3 clusters
  Score: Raw -2464131.662131 + Penalty 4854.858209 = -2459276.803922
  nChanged 51
		SP:Iteration 63Q (3424.720000 sec): 3 clusters
  Score: Raw -2464143.570257 + Penalty 4854.858209 = -2459288.712048
  nChanged 60
		SP:Iteration 64Q (3424.770000 sec): 3 clusters
  Score: Raw -2464158.203564 + Penalty 4854.858209 = -2459303.345355
  nChanged 52
		SP:Iteration 65Q (3424.830000 sec): 3 clusters
  Score: Raw -2464172.619893 + Penalty 4854.858209 = -2459317.761684
  nChanged 70
		SP:Iteration 66Q (3424.880000 sec): 3 clusters
  Score: Raw -2464191.133101 + Penalty 4854.858209 = -2459336.274892
  nChanged 63
		SP:Iteration 67Q (3424.940000 sec): 3 clusters
  Score: Raw -2464206.308459 + Penalty 4854.858209 = -2459351.450250
  nChanged 64
		SP:Iteration 68Q (3425.000000 sec): 3 clusters
  Score: Raw -2464219.340297 + Penalty 4854.858209 = -2459364.482088
  nChanged 55
		SP:Iteration 69Q (3425.050000 sec): 3 clusters
  Score: Raw -2464228.984852 + Penalty 4854.858209 = -2459374.126643
  nChanged 46
		SP:Iteration 70Q (3425.110000 sec): 3 clusters
  Score: Raw -2464238.402243 + Penalty 4854.858209 = -2459383.544034
  nChanged 52
		SP:Iteration 71Q (3425.170000 sec): 3 clusters
  Score: Raw -2464249.928425 + Penalty 4854.858209 = -2459395.070216
  nChanged 41
		SP:Iteration 72Q (3425.220000 sec): 3 clusters
  Score: Raw -2464257.934315 + Penalty 4854.858209 = -2459403.076106
  nChanged 40
		SP:Iteration 73Q (3425.280000 sec): 3 clusters
  Score: Raw -2464266.141585 + Penalty 4854.858209 = -2459411.283376
  nChanged 49
		SP:Iteration 74Q (3425.330000 sec): 3 clusters
  Score: Raw -2464279.010354 + Penalty 4854.858209 = -2459424.152145
  nChanged 54
		SP:Iteration 75Q (3425.390000 sec): 3 clusters
  Score: Raw -2464295.342915 + Penalty 4854.858209 = -2459440.484706
  nChanged 63
		SP:Iteration 76Q (3425.440000 sec): 3 clusters
  Score: Raw -2464312.489974 + Penalty 4854.858209 = -2459457.631765
  nChanged 56
		SP:Iteration 77Q (3425.500000 sec): 3 clusters
  Score: Raw -2464327.452248 + Penalty 4854.858209 = -2459472.594039
  nChanged 57
		SP:Iteration 78Q (3425.550000 sec): 3 clusters
  Score: Raw -2464341.498239 + Penalty 4854.858209 = -2459486.640030
  nChanged 58
		SP:Iteration 79Q (3425.610000 sec): 3 clusters
  Score: Raw -2464355.459373 + Penalty 4854.858209 = -2459500.601164
  nChanged 54
		SP:Iteration 80F (3425.670000 sec): 3 clusters
  Score: Raw -2464367.757045 + Penalty 4854.858209 = -2459512.898835
  nChanged 49
		SP:Iteration 81Q (3425.720000 sec): 3 clusters
  Score: Raw -2464380.915800 + Penalty 4854.858209 = -2459526.057591
  nChanged 57
		SP:Iteration 82Q (3425.780000 sec): 3 clusters
  Score: Raw -2464395.155288 + Penalty 4854.858209 = -2459540.297079
  nChanged 56
		SP:Iteration 83Q (3425.830000 sec): 3 clusters
  Score: Raw -2464407.952114 + Penalty 4854.858209 = -2459553.093905
  nChanged 56
		SP:Iteration 84Q (3425.890000 sec): 3 clusters
  Score: Raw -2464420.868008 + Penalty 4854.858209 = -2459566.009799
  nChanged 51
		SP:Iteration 85Q (3425.940000 sec): 3 clusters
  Score: Raw -2464433.877070 + Penalty 4854.858209 = -2459579.018861
  nChanged 53
		SP:Iteration 86Q (3426.000000 sec): 3 clusters
  Score: Raw -2464446.130163 + Penalty 4854.858209 = -2459591.271954
  nChanged 52
		SP:Iteration 87Q (3426.050000 sec): 3 clusters
  Score: Raw -2464458.926104 + Penalty 4854.858209 = -2459604.067894
  nChanged 52
		SP:Iteration 88Q (3426.100000 sec): 3 clusters
  Score: Raw -2464475.717603 + Penalty 4854.858209 = -2459620.859394
  nChanged 76
		SP:Iteration 89Q (3426.160000 sec): 3 clusters
  Score: Raw -2464498.757694 + Penalty 4854.858209 = -2459643.899485
  nChanged 69
		SP:Iteration 90Q (3426.210000 sec): 3 clusters
  Score: Raw -2464518.495308 + Penalty 4854.858209 = -2459663.637099
  nChanged 65
		SP:Iteration 91Q (3426.260000 sec): 3 clusters
  Score: Raw -2464538.074455 + Penalty 4854.858209 = -2459683.216246
  nChanged 69
		SP:Iteration 92Q (3426.320000 sec): 3 clusters
  Score: Raw -2464560.986921 + Penalty 4854.858209 = -2459706.128712
  nChanged 71
		SP:Iteration 93Q (3426.370000 sec): 3 clusters
  Score: Raw -2464582.803571 + Penalty 4854.858209 = -2459727.945362
  nChanged 54
		SP:Iteration 94Q (3426.420000 sec): 3 clusters
  Score: Raw -2464598.040306 + Penalty 4854.858209 = -2459743.182097
  nChanged 59
		SP:Iteration 95Q (3426.480000 sec): 3 clusters
  Score: Raw -2464615.255977 + Penalty 4854.858209 = -2459760.397768
  nChanged 59
		SP:Iteration 96Q (3426.530000 sec): 3 clusters
  Score: Raw -2464631.497402 + Penalty 4854.858209 = -2459776.639193
  nChanged 54
		SP:Iteration 97Q (3426.580000 sec): 3 clusters
  Score: Raw -2464645.390789 + Penalty 4854.858209 = -2459790.532579
  nChanged 47
		SP:Iteration 98Q (3426.640000 sec): 3 clusters
  Score: Raw -2464659.432070 + Penalty 4854.858209 = -2459804.573861
  nChanged 55
		SP:Iteration 99Q (3426.690000 sec): 3 clusters
  Score: Raw -2464674.179313 + Penalty 4854.858209 = -2459819.321104
  nChanged 55
		SP:Iteration 100F (3426.750000 sec): 3 clusters
  Score: Raw -2464688.747474 + Penalty 4854.858209 = -2459833.889264
  nChanged 43
		SP:Iteration 101Q (3426.800000 sec): 3 clusters
  Score: Raw -2464703.330554 + Penalty 4854.858209 = -2459848.472344
  nChanged 41
		SP:Iteration 102Q (3426.860000 sec): 3 clusters
  Score: Raw -2464714.900172 + Penalty 4854.858209 = -2459860.041963
  nChanged 31
		SP:Iteration 103Q (3426.910000 sec): 3 clusters
  Score: Raw -2464722.238837 + Penalty 4854.858209 = -2459867.380628
  nChanged 23
		SP:Iteration 104Q (3426.960000 sec): 3 clusters
  Score: Raw -2464727.379130 + Penalty 4854.858209 = -2459872.520921
  nChanged 27
		SP:Iteration 105Q (3427.010000 sec): 3 clusters
  Score: Raw -2464735.077484 + Penalty 4854.858209 = -2459880.219275
  nChanged 31
		SP:Iteration 106Q (3427.060000 sec): 3 clusters
  Score: Raw -2464744.142391 + Penalty 4854.858209 = -2459889.284182
  nChanged 33
		SP:Iteration 107Q (3427.110000 sec): 3 clusters
  Score: Raw -2464752.825024 + Penalty 4854.858209 = -2459897.966815
  nChanged 28
		SP:Iteration 108Q (3427.160000 sec): 3 clusters
  Score: Raw -2464759.832410 + Penalty 4854.858209 = -2459904.974201
  nChanged 25
		SP:Iteration 109Q (3427.220000 sec): 3 clusters
  Score: Raw -2464768.114426 + Penalty 4854.858209 = -2459913.256217
  nChanged 23
		SP:Iteration 110Q (3427.270000 sec): 3 clusters
  Score: Raw -2464773.939943 + Penalty 4854.858209 = -2459919.081734
  nChanged 21
		SP:Iteration 111Q (3427.320000 sec): 3 clusters
  Score: Raw -2464778.506593 + Penalty 4854.858209 = -2459923.648383
  nChanged 13
		SP:Iteration 112Q (3427.370000 sec): 3 clusters
  Score: Raw -2464781.366139 + Penalty 4854.858209 = -2459926.507930
  nChanged 13
		SP:Iteration 113Q (3427.420000 sec): 3 clusters
  Score: Raw -2464784.803172 + Penalty 4854.858209 = -2459929.944963
  nChanged 13
		SP:Iteration 114Q (3427.470000 sec): 3 clusters
  Score: Raw -2464788.204886 + Penalty 4854.858209 = -2459933.346677
  nChanged 15
		SP:Iteration 115Q (3427.520000 sec): 3 clusters
  Score: Raw -2464790.829382 + Penalty 4854.858209 = -2459935.971172
  nChanged 7
		SP:Iteration 116Q (3427.570000 sec): 3 clusters
  Score: Raw -2464792.319846 + Penalty 4854.858209 = -2459937.461637
  nChanged 9
		SP:Iteration 117Q (3427.620000 sec): 3 clusters
  Score: Raw -2464794.162919 + Penalty 4854.858209 = -2459939.304710
  nChanged 14
		SP:Iteration 118Q (3427.670000 sec): 3 clusters
  Score: Raw -2464797.980539 + Penalty 4854.858209 = -2459943.122330
  nChanged 12
		SP:Iteration 119Q (3427.720000 sec): 3 clusters
  Score: Raw -2464800.694763 + Penalty 4854.858209 = -2459945.836554
  nChanged 9
		SP:Iteration 120F (3427.790000 sec): 3 clusters
  Score: Raw -2464802.107640 + Penalty 4854.858209 = -2459947.249431
  nChanged 5
		SP:Iteration 121Q (3427.840000 sec): 3 clusters
  Score: Raw -2464802.880509 + Penalty 4854.858209 = -2459948.022300
  nChanged 7
		SP:Iteration 122Q (3427.890000 sec): 3 clusters
  Score: Raw -2464803.960904 + Penalty 4854.858209 = -2459949.102695
  nChanged 4
		SP:Iteration 123Q (3427.940000 sec): 3 clusters
  Score: Raw -2464804.475122 + Penalty 4854.858209 = -2459949.616913
  nChanged 5
		SP:Iteration 124Q (3427.990000 sec): 3 clusters
  Score: Raw -2464805.221668 + Penalty 4854.858209 = -2459950.363459
  nChanged 4
		SP:Iteration 125Q (3428.040000 sec): 3 clusters
  Score: Raw -2464806.153092 + Penalty 4854.858209 = -2459951.294883
  nChanged 3
		SP:Iteration 126Q (3428.100000 sec): 3 clusters
  Score: Raw -2464807.200592 + Penalty 4854.858209 = -2459952.342383
  nChanged 5
		SP:Iteration 127Q (3428.140000 sec): 3 clusters
  Score: Raw -2464808.847211 + Penalty 4854.858209 = -2459953.989002
  nChanged 5
		SP:Iteration 128Q (3428.200000 sec): 3 clusters
  Score: Raw -2464809.674428 + Penalty 4854.858209 = -2459954.816219
  nChanged 4
		SP:Iteration 129Q (3428.250000 sec): 3 clusters
  Score: Raw -2464811.296599 + Penalty 4854.858209 = -2459956.438390
  nChanged 7
		SP:Iteration 130Q (3428.300000 sec): 3 clusters
  Score: Raw -2464812.902632 + Penalty 4854.858209 = -2459958.044423
  nChanged 7
		SP:Iteration 131Q (3428.350000 sec): 3 clusters
  Score: Raw -2464814.518844 + Penalty 4854.858209 = -2459959.660635
  nChanged 6
		SP:Iteration 132Q (3428.400000 sec): 3 clusters
  Score: Raw -2464815.560953 + Penalty 4854.858209 = -2459960.702744
  nChanged 5
		SP:Iteration 133Q (3428.450000 sec): 3 clusters
  Score: Raw -2464816.593693 + Penalty 4854.858209 = -2459961.735484
  nChanged 8
		SP:Iteration 134Q (3428.500000 sec): 3 clusters
  Score: Raw -2464818.089175 + Penalty 4854.858209 = -2459963.230966
  nChanged 2
		SP:Iteration 135Q (3428.550000 sec): 3 clusters
  Score: Raw -2464818.283506 + Penalty 4854.858209 = -2459963.425297
  nChanged 2
		SP:Iteration 136Q (3428.600000 sec): 3 clusters
  Score: Raw -2464818.666485 + Penalty 4854.858209 = -2459963.808276
  nChanged 2
		SP:Iteration 137Q (3428.650000 sec): 3 clusters
  Score: Raw -2464819.236051 + Penalty 4854.858209 = -2459964.377842
  nChanged 3
		SP:Iteration 138Q (3428.700000 sec): 3 clusters
  Score: Raw -2464819.760031 + Penalty 4854.858209 = -2459964.901822
  nChanged 2
		SP:Iteration 139Q (3428.750000 sec): 3 clusters
  Score: Raw -2464820.103783 + Penalty 4854.858209 = -2459965.245574
  nChanged 3
		SP:Iteration 140F (3428.820000 sec): 3 clusters
  Score: Raw -2464820.599183 + Penalty 4854.858209 = -2459965.740974
  nChanged 4
		SP:Iteration 141Q (3428.870000 sec): 3 clusters
  Score: Raw -2464821.529321 + Penalty 4854.858209 = -2459966.671112
  nChanged 4
		SP:Iteration 142Q (3428.920000 sec): 3 clusters
  Score: Raw -2464822.297251 + Penalty 4854.858209 = -2459967.439042
  nChanged 3
		SP:Iteration 143Q (3428.970000 sec): 3 clusters
  Score: Raw -2464823.118878 + Penalty 4854.858209 = -2459968.260669
  nChanged 2
		SP:Iteration 144Q (3429.020000 sec): 3 clusters
  Score: Raw -2464823.469783 + Penalty 4854.858209 = -2459968.611574
  nChanged 1
		SP:Iteration 145Q (3429.070000 sec): 3 clusters
  Score: Raw -2464823.592500 + Penalty 4854.858209 = -2459968.734291
  nChanged 1
		SP:Iteration 146Q (3429.120000 sec): 3 clusters
  Score: Raw -2464823.832075 + Penalty 4854.858209 = -2459968.973866
  nChanged 0
		SP:Iteration 147F (3429.190000 sec): 3 clusters
  Score: Raw -2464823.832075 + Penalty 4854.858209 = -2459968.973866
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3429.210000 sec): 2 clusters
  Score: Raw -1055439.629180 + Penalty 2202.454175 = -1053237.175005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3429.240000 sec): 3 clusters
  Score: Raw -1051834.624004 + Penalty 4404.908350 = -1047429.715654
  nChanged 2833
		SP:Iteration 1F (3429.270000 sec): 3 clusters
  Score: Raw -1053338.536097 + Penalty 4404.908350 = -1048933.627747
  nChanged 478
		SP:Iteration 2F (3429.290000 sec): 3 clusters
  Score: Raw -1053576.438278 + Penalty 4404.908350 = -1049171.529928
  nChanged 360
		SP:Iteration 3F (3429.320000 sec): 3 clusters
  Score: Raw -1053750.384130 + Penalty 4404.908350 = -1049345.475779
  nChanged 291
		SP:Iteration 4Q (3429.350000 sec): 3 clusters
  Score: Raw -1053893.618892 + Penalty 4404.908350 = -1049488.710541
  nChanged 245
		SP:Iteration 5Q (3429.370000 sec): 3 clusters
  Score: Raw -1054009.059826 + Penalty 4404.908350 = -1049604.151475
  nChanged 203
		SP:Iteration 6Q (3429.400000 sec): 3 clusters
  Score: Raw -1054094.129438 + Penalty 4404.908350 = -1049689.221087
  nChanged 173
		SP:Iteration 7Q (3429.420000 sec): 3 clusters
  Score: Raw -1054167.479230 + Penalty 4404.908350 = -1049762.570880
  nChanged 155
		SP:Iteration 8Q (3429.450000 sec): 3 clusters
  Score: Raw -1054238.751187 + Penalty 4404.908350 = -1049833.842837
  nChanged 152
		SP:Iteration 9Q (3429.470000 sec): 3 clusters
  Score: Raw -1054311.975660 + Penalty 4404.908350 = -1049907.067309
  nChanged 155
		SP:Iteration 10Q (3429.500000 sec): 3 clusters
  Score: Raw -1054390.788476 + Penalty 4404.908350 = -1049985.880125
  nChanged 154
		SP:Iteration 11Q (3429.530000 sec): 3 clusters
  Score: Raw -1054459.948207 + Penalty 4404.908350 = -1050055.039857
  nChanged 150
		SP:Iteration 12Q (3429.550000 sec): 3 clusters
  Score: Raw -1054528.623375 + Penalty 4404.908350 = -1050123.715025
  nChanged 149
		SP:Iteration 13Q (3429.580000 sec): 3 clusters
  Score: Raw -1054616.491554 + Penalty 4404.908350 = -1050211.583203
  nChanged 169
		SP:Iteration 14Q (3429.600000 sec): 3 clusters
  Score: Raw -1054711.704773 + Penalty 4404.908350 = -1050306.796422
  nChanged 168
		SP:Iteration 15Q (3429.630000 sec): 3 clusters
  Score: Raw -1054800.142007 + Penalty 4404.908350 = -1050395.233656
  nChanged 161
		SP:Iteration 16Q (3429.650000 sec): 3 clusters
  Score: Raw -1054890.810078 + Penalty 4404.908350 = -1050485.901727
  nChanged 162
		SP:Iteration 17Q (3429.680000 sec): 3 clusters
  Score: Raw -1054978.990259 + Penalty 4404.908350 = -1050574.081909
  nChanged 150
		SP:Iteration 18Q (3429.710000 sec): 3 clusters
  Score: Raw -1055049.990547 + Penalty 4404.908350 = -1050645.082197
  nChanged 147
		SP:Iteration 19Q (3429.730000 sec): 3 clusters
  Score: Raw -1055128.561389 + Penalty 4404.908350 = -1050723.653038
  nChanged 143
		SP:Iteration 20F (3429.750000 sec): 3 clusters
  Score: Raw -1055211.032661 + Penalty 4404.908350 = -1050806.124311
  nChanged 132
		SP:Iteration 21Q (3429.780000 sec): 3 clusters
  Score: Raw -1055284.023027 + Penalty 4404.908350 = -1050879.114676
  nChanged 119
		SP:Iteration 22Q (3429.800000 sec): 3 clusters
  Score: Raw -1055349.312360 + Penalty 4404.908350 = -1050944.404010
  nChanged 108
		SP:Iteration 23Q (3429.830000 sec): 3 clusters
  Score: Raw -1055412.626207 + Penalty 4404.908350 = -1051007.717856
  nChanged 98
		SP:Iteration 24Q (3429.850000 sec): 3 clusters
  Score: Raw -1055476.416835 + Penalty 4404.908350 = -1051071.508485
  nChanged 94
		SP:Iteration 25Q (3429.870000 sec): 3 clusters
  Score: Raw -1055538.155422 + Penalty 4404.908350 = -1051133.247072
  nChanged 90
		SP:Iteration 26Q (3429.900000 sec): 3 clusters
  Score: Raw -1055588.425613 + Penalty 4404.908350 = -1051183.517263
  nChanged 72
		SP:Iteration 27Q (3429.920000 sec): 3 clusters
  Score: Raw -1055628.511669 + Penalty 4404.908350 = -1051223.603318
  nChanged 67
		SP:Iteration 28Q (3429.940000 sec): 3 clusters
  Score: Raw -1055667.156135 + Penalty 4404.908350 = -1051262.247785
  nChanged 57
		SP:Iteration 29Q (3429.970000 sec): 3 clusters
  Score: Raw -1055699.269370 + Penalty 4404.908350 = -1051294.361019
  nChanged 43
		SP:Iteration 30Q (3429.990000 sec): 3 clusters
  Score: Raw -1055727.410189 + Penalty 4404.908350 = -1051322.501838
  nChanged 55
		SP:Iteration 31Q (3430.010000 sec): 3 clusters
  Score: Raw -1055765.508843 + Penalty 4404.908350 = -1051360.600492
  nChanged 46
		SP:Iteration 32Q (3430.030000 sec): 3 clusters
  Score: Raw -1055795.329586 + Penalty 4404.908350 = -1051390.421236
  nChanged 29
		SP:Iteration 33Q (3430.050000 sec): 3 clusters
  Score: Raw -1055813.785083 + Penalty 4404.908350 = -1051408.876732
  nChanged 23
		SP:Iteration 34Q (3430.070000 sec): 3 clusters
  Score: Raw -1055831.121077 + Penalty 4404.908350 = -1051426.212727
  nChanged 25
		SP:Iteration 35Q (3430.090000 sec): 3 clusters
  Score: Raw -1055847.163421 + Penalty 4404.908350 = -1051442.255071
  nChanged 21
		SP:Iteration 36Q (3430.110000 sec): 3 clusters
  Score: Raw -1055858.671337 + Penalty 4404.908350 = -1051453.762986
  nChanged 15
		SP:Iteration 37Q (3430.140000 sec): 3 clusters
  Score: Raw -1055867.810206 + Penalty 4404.908350 = -1051462.901855
  nChanged 15
		SP:Iteration 38Q (3430.160000 sec): 3 clusters
  Score: Raw -1055876.471917 + Penalty 4404.908350 = -1051471.563567
  nChanged 9
		SP:Iteration 39Q (3430.180000 sec): 3 clusters
  Score: Raw -1055881.242364 + Penalty 4404.908350 = -1051476.334013
  nChanged 7
		SP:Iteration 40F (3430.210000 sec): 3 clusters
  Score: Raw -1055884.957370 + Penalty 4404.908350 = -1051480.049020
  nChanged 7
		SP:Iteration 41Q (3430.230000 sec): 3 clusters
  Score: Raw -1055889.177022 + Penalty 4404.908350 = -1051484.268671
  nChanged 5
		SP:Iteration 42Q (3430.250000 sec): 3 clusters
  Score: Raw -1055891.416644 + Penalty 4404.908350 = -1051486.508294
  nChanged 5
		SP:Iteration 43Q (3430.270000 sec): 3 clusters
  Score: Raw -1055893.811266 + Penalty 4404.908350 = -1051488.902916
  nChanged 2
		SP:Iteration 44Q (3430.290000 sec): 3 clusters
  Score: Raw -1055895.174641 + Penalty 4404.908350 = -1051490.266290
  nChanged 3
		SP:Iteration 45Q (3430.310000 sec): 3 clusters
  Score: Raw -1055897.038247 + Penalty 4404.908350 = -1051492.129897
  nChanged 1
		SP:Iteration 46Q (3430.330000 sec): 3 clusters
  Score: Raw -1055897.434763 + Penalty 4404.908350 = -1051492.526412
  nChanged 0
		SP:Iteration 47F (3430.360000 sec): 3 clusters
  Score: Raw -1055897.434763 + Penalty 4404.908350 = -1051492.526412
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (100206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3430.710000 sec): 2 clusters
  Score: Raw -14806760.866555 + Penalty 2855.715870 = -14803905.150685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3431.090000 sec): 3 clusters
  Score: Raw -14742802.265160 + Penalty 5711.431740 = -14737090.833421
  nChanged 47284
		SP:Iteration 1F (3431.470000 sec): 3 clusters
  Score: Raw -14770017.240153 + Penalty 5711.431740 = -14764305.808413
  nChanged 3817
		SP:Iteration 2Q (3431.860000 sec): 3 clusters
  Score: Raw -14771167.834244 + Penalty 5711.431740 = -14765456.402504
  nChanged 4323
		SP:Iteration 3Q (3432.250000 sec): 3 clusters
  Score: Raw -14772730.988510 + Penalty 5711.431740 = -14767019.556771
  nChanged 5047
		SP:Iteration 4F (3432.630000 sec): 3 clusters
  Score: Raw -14774994.577154 + Penalty 5711.431740 = -14769283.145414
  nChanged 5888
		SP:Iteration 5F (3433.010000 sec): 3 clusters
  Score: Raw -14778293.135373 + Penalty 5711.431740 = -14772581.703633
  nChanged 6757
		SP:Iteration 6F (3433.390000 sec): 3 clusters
  Score: Raw -14782831.697512 + Penalty 5711.431740 = -14777120.265772
  nChanged 7136
		SP:Iteration 7F (3433.770000 sec): 3 clusters
  Score: Raw -14788297.374774 + Penalty 5711.431740 = -14782585.943035
  nChanged 6793
		SP:Iteration 8F (3434.150000 sec): 3 clusters
  Score: Raw -14793926.440807 + Penalty 5711.431740 = -14788215.009067
  nChanged 5689
		SP:Iteration 9F (3434.530000 sec): 3 clusters
  Score: Raw -14798813.930895 + Penalty 5711.431740 = -14793102.499156
  nChanged 4091
		SP:Iteration 10Q (3434.900000 sec): 3 clusters
  Score: Raw -14802278.856748 + Penalty 5711.431740 = -14796567.425008
  nChanged 2650
		SP:Iteration 11Q (3435.250000 sec): 3 clusters
  Score: Raw -14804530.405349 + Penalty 5711.431740 = -14798818.973609
  nChanged 1489
		SP:Iteration 12Q (3435.580000 sec): 3 clusters
  Score: Raw -14805773.716297 + Penalty 5711.431740 = -14800062.284557
  nChanged 779
		SP:Iteration 13Q (3435.890000 sec): 3 clusters
  Score: Raw -14806415.243916 + Penalty 5711.431740 = -14800703.812176
  nChanged 426
		SP:Iteration 14Q (3436.180000 sec): 3 clusters
  Score: Raw -14806759.506101 + Penalty 5711.431740 = -14801048.074361
  nChanged 249
		SP:Iteration 15Q (3436.470000 sec): 3 clusters
  Score: Raw -14806958.905434 + Penalty 5711.431740 = -14801247.473694
  nChanged 156
		SP:Iteration 16Q (3436.750000 sec): 3 clusters
  Score: Raw -14807086.296260 + Penalty 5711.431740 = -14801374.864521
  nChanged 100
		SP:Iteration 17Q (3437.030000 sec): 3 clusters
  Score: Raw -14807148.723622 + Penalty 5711.431740 = -14801437.291883
  nChanged 62
		SP:Iteration 18Q (3437.300000 sec): 3 clusters
  Score: Raw -14807184.145263 + Penalty 5711.431740 = -14801472.713523
  nChanged 32
		SP:Iteration 19Q (3437.580000 sec): 3 clusters
  Score: Raw -14807203.967599 + Penalty 5711.431740 = -14801492.535859
  nChanged 31
		SP:Iteration 20F (3437.950000 sec): 3 clusters
  Score: Raw -14807224.356472 + Penalty 5711.431740 = -14801512.924732
  nChanged 23
		SP:Iteration 21Q (3438.230000 sec): 3 clusters
  Score: Raw -14807234.671948 + Penalty 5711.431740 = -14801523.240209
  nChanged 12
		SP:Iteration 22Q (3438.500000 sec): 3 clusters
  Score: Raw -14807240.704591 + Penalty 5711.431740 = -14801529.272851
  nChanged 5
		SP:Iteration 23Q (3438.780000 sec): 3 clusters
  Score: Raw -14807242.098777 + Penalty 5711.431740 = -14801530.667038
  nChanged 3
		SP:Iteration 24Q (3439.050000 sec): 3 clusters
  Score: Raw -14807243.059091 + Penalty 5711.431740 = -14801531.627352
  nChanged 0
		SP:Iteration 25F (3439.430000 sec): 3 clusters
  Score: Raw -14807243.059091 + Penalty 5711.431740 = -14801531.627352
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3439.480000 sec): 2 clusters
  Score: Raw -35204.480717 + Penalty 1371.298414 = -33833.182303
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3439.480000 sec): 3 clusters
  Score: Raw -35351.414236 + Penalty 2742.596827 = -32608.817408
  nChanged 30
		SP:Iteration 1F (3439.480000 sec): 3 clusters
  Score: Raw -35471.241305 + Penalty 2742.596827 = -32728.644478
  nChanged 2
		SP:Iteration 2Q (3439.480000 sec): 3 clusters
  Score: Raw -35478.018505 + Penalty 2742.596827 = -32735.421678
  nChanged 1
		SP:Iteration 3Q (3439.480000 sec): 3 clusters
  Score: Raw -35480.787657 + Penalty 2742.596827 = -32738.190830
  nChanged 1
		SP:Iteration 4Q (3439.490000 sec): 3 clusters
  Score: Raw -35486.990630 + Penalty 2742.596827 = -32744.393802
  nChanged 2
		SP:Iteration 5Q (3439.490000 sec): 3 clusters
  Score: Raw -35492.178707 + Penalty 2742.596827 = -32749.581880
  nChanged 0
		SP:Iteration 6F (3439.490000 sec): 3 clusters
  Score: Raw -35492.178707 + Penalty 2742.596827 = -32749.581880
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (259069 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3440.400000 sec): 2 clusters
  Score: Raw -38341964.255141 + Penalty 3091.282729 = -38338872.972412
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3441.390000 sec): 3 clusters
  Score: Raw -38171551.039248 + Penalty 6182.565458 = -38165368.473789
  nChanged 124639
		SP:Iteration 1F (3442.380000 sec): 3 clusters
  Score: Raw -38245687.859371 + Penalty 6182.565458 = -38239505.293913
  nChanged 7469
		SP:Iteration 2Q (3443.390000 sec): 3 clusters
  Score: Raw -38247353.716857 + Penalty 6182.565458 = -38241171.151398
  nChanged 8796
		SP:Iteration 3Q (3444.400000 sec): 3 clusters
  Score: Raw -38249828.007374 + Penalty 6182.565458 = -38243645.441916
  nChanged 10955
		SP:Iteration 4Q (3445.400000 sec): 3 clusters
  Score: Raw -38253955.754235 + Penalty 6182.565458 = -38247773.188777
  nChanged 14465
		SP:Iteration 5F (3446.390000 sec): 3 clusters
  Score: Raw -38261424.487339 + Penalty 6182.565458 = -38255241.921881
  nChanged 18833
		SP:Iteration 6F (3447.390000 sec): 3 clusters
  Score: Raw -38274233.455168 + Penalty 6182.565458 = -38268050.889709
  nChanged 22313
		SP:Iteration 7F (3448.390000 sec): 3 clusters
  Score: Raw -38293204.878013 + Penalty 6182.565458 = -38287022.312555
  nChanged 22080
		SP:Iteration 8F (3449.360000 sec): 3 clusters
  Score: Raw -38314631.746706 + Penalty 6182.565458 = -38308449.181247
  nChanged 16200
		SP:Iteration 9F (3450.350000 sec): 3 clusters
  Score: Raw -38330824.325912 + Penalty 6182.565458 = -38324641.760454
  nChanged 8095
		SP:Iteration 10Q (3451.310000 sec): 3 clusters
  Score: Raw -38338657.764812 + Penalty 6182.565458 = -38332475.199354
  nChanged 2782
		SP:Iteration 11Q (3452.170000 sec): 3 clusters
  Score: Raw -38341178.639629 + Penalty 6182.565458 = -38334996.074170
  nChanged 747
		SP:Iteration 12Q (3452.930000 sec): 3 clusters
  Score: Raw -38341883.167447 + Penalty 6182.565458 = -38335700.601988
  nChanged 173
		SP:Iteration 13Q (3453.640000 sec): 3 clusters
  Score: Raw -38342095.044085 + Penalty 6182.565458 = -38335912.478627
  nChanged 49
		SP:Iteration 14Q (3454.340000 sec): 3 clusters
  Score: Raw -38342181.962848 + Penalty 6182.565458 = -38335999.397390
  nChanged 40
		SP:Iteration 15Q (3455.030000 sec): 3 clusters
  Score: Raw -38342244.463673 + Penalty 6182.565458 = -38336061.898214
  nChanged 19
		SP:Iteration 16Q (3455.730000 sec): 3 clusters
  Score: Raw -38342276.528020 + Penalty 6182.565458 = -38336093.962561
  nChanged 14
		SP:Iteration 17Q (3456.410000 sec): 3 clusters
  Score: Raw -38342300.943641 + Penalty 6182.565458 = -38336118.378183
  nChanged 6
		SP:Iteration 18Q (3457.110000 sec): 3 clusters
  Score: Raw -38342311.201730 + Penalty 6182.565458 = -38336128.636272
  nChanged 0
		SP:Iteration 19F (3458.070000 sec): 3 clusters
  Score: Raw -38342311.201730 + Penalty 6182.565458 = -38336128.636272
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3458.190000 sec): 2 clusters
  Score: Raw -64181.902047 + Penalty 1533.668925 = -62648.233122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3458.190000 sec): 3 clusters
  Score: Raw -64212.122014 + Penalty 3067.337850 = -61144.784164
  nChanged 96
		SP:Iteration 1F (3458.190000 sec): 3 clusters
  Score: Raw -64459.386450 + Penalty 3067.337850 = -61392.048600
  nChanged 27
		SP:Iteration 2F (3458.190000 sec): 3 clusters
  Score: Raw -64548.755786 + Penalty 3067.337850 = -61481.417936
  nChanged 20
		SP:Iteration 3Q (3458.190000 sec): 3 clusters
  Score: Raw -64644.062148 + Penalty 3067.337850 = -61576.724298
  nChanged 15
		SP:Iteration 4Q (3458.190000 sec): 3 clusters
  Score: Raw -64841.685198 + Penalty 3067.337850 = -61774.347348
  nChanged 12
		SP:Iteration 5Q (3458.190000 sec): 3 clusters
  Score: Raw -64903.981397 + Penalty 3067.337850 = -61836.643547
  nChanged 12
		SP:Iteration 6Q (3458.200000 sec): 3 clusters
  Score: Raw -64940.179219 + Penalty 3067.337850 = -61872.841369
  nChanged 12
		SP:Iteration 7Q (3458.200000 sec): 3 clusters
  Score: Raw -64979.210629 + Penalty 3067.337850 = -61911.872779
  nChanged 4
		SP:Iteration 8Q (3458.200000 sec): 3 clusters
  Score: Raw -64989.143590 + Penalty 3067.337850 = -61921.805740
  nChanged 1
		SP:Iteration 9Q (3458.200000 sec): 3 clusters
  Score: Raw -64991.871353 + Penalty 3067.337850 = -61924.533503
  nChanged 1
		SP:Iteration 10Q (3458.200000 sec): 3 clusters
  Score: Raw -64995.345964 + Penalty 3067.337850 = -61928.008114
  nChanged 1
		SP:Iteration 11Q (3458.210000 sec): 3 clusters
  Score: Raw -65001.377335 + Penalty 3067.337850 = -61934.039485
  nChanged 0
		SP:Iteration 12F (3458.210000 sec): 3 clusters
  Score: Raw -65001.377335 + Penalty 3067.337850 = -61934.039485
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (7623 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3458.230000 sec): 2 clusters
  Score: Raw -1095036.858338 + Penalty 2216.853467 = -1092820.004871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3458.260000 sec): 3 clusters
  Score: Raw -1091083.361650 + Penalty 4433.706935 = -1086649.654715
  nChanged 3068
		SP:Iteration 1F (3458.290000 sec): 3 clusters
  Score: Raw -1092653.160822 + Penalty 4433.706935 = -1088219.453887
  nChanged 493
		SP:Iteration 2F (3458.320000 sec): 3 clusters
  Score: Raw -1092884.998440 + Penalty 4433.706935 = -1088451.291505
  nChanged 370
		SP:Iteration 3Q (3458.350000 sec): 3 clusters
  Score: Raw -1093044.105347 + Penalty 4433.706935 = -1088610.398412
  nChanged 297
		SP:Iteration 4Q (3458.370000 sec): 3 clusters
  Score: Raw -1093175.286506 + Penalty 4433.706935 = -1088741.579571
  nChanged 261
		SP:Iteration 5Q (3458.400000 sec): 3 clusters
  Score: Raw -1093283.645675 + Penalty 4433.706935 = -1088849.938740
  nChanged 233
		SP:Iteration 6Q (3458.430000 sec): 3 clusters
  Score: Raw -1093396.803364 + Penalty 4433.706935 = -1088963.096429
  nChanged 222
		SP:Iteration 7Q (3458.460000 sec): 3 clusters
  Score: Raw -1093522.026934 + Penalty 4433.706935 = -1089088.319999
  nChanged 213
		SP:Iteration 8Q (3458.490000 sec): 3 clusters
  Score: Raw -1093637.797108 + Penalty 4433.706935 = -1089204.090173
  nChanged 225
		SP:Iteration 9Q (3458.510000 sec): 3 clusters
  Score: Raw -1093746.647113 + Penalty 4433.706935 = -1089312.940178
  nChanged 223
		SP:Iteration 10Q (3458.540000 sec): 3 clusters
  Score: Raw -1093862.258612 + Penalty 4433.706935 = -1089428.551677
  nChanged 206
		SP:Iteration 11Q (3458.570000 sec): 3 clusters
  Score: Raw -1093968.213679 + Penalty 4433.706935 = -1089534.506744
  nChanged 193
		SP:Iteration 12Q (3458.590000 sec): 3 clusters
  Score: Raw -1094076.835790 + Penalty 4433.706935 = -1089643.128855
  nChanged 201
		SP:Iteration 13Q (3458.620000 sec): 3 clusters
  Score: Raw -1094199.140011 + Penalty 4433.706935 = -1089765.433076
  nChanged 212
		SP:Iteration 14Q (3458.650000 sec): 3 clusters
  Score: Raw -1094320.540874 + Penalty 4433.706935 = -1089886.833939
  nChanged 190
		SP:Iteration 15Q (3458.680000 sec): 3 clusters
  Score: Raw -1094416.083993 + Penalty 4433.706935 = -1089982.377058
  nChanged 173
		SP:Iteration 16Q (3458.710000 sec): 3 clusters
  Score: Raw -1094507.375071 + Penalty 4433.706935 = -1090073.668136
  nChanged 174
		SP:Iteration 17Q (3458.730000 sec): 3 clusters
  Score: Raw -1094607.358263 + Penalty 4433.706935 = -1090173.651328
  nChanged 165
		SP:Iteration 18Q (3458.760000 sec): 3 clusters
  Score: Raw -1094695.211520 + Penalty 4433.706935 = -1090261.504585
  nChanged 152
		SP:Iteration 19Q (3458.790000 sec): 3 clusters
  Score: Raw -1094773.687907 + Penalty 4433.706935 = -1090339.980972
  nChanged 141
		SP:Iteration 20F (3458.810000 sec): 3 clusters
  Score: Raw -1094845.467649 + Penalty 4433.706935 = -1090411.760714
  nChanged 140
		SP:Iteration 21Q (3458.840000 sec): 3 clusters
  Score: Raw -1094917.587972 + Penalty 4433.706935 = -1090483.881037
  nChanged 129
		SP:Iteration 22Q (3458.870000 sec): 3 clusters
  Score: Raw -1094999.587030 + Penalty 4433.706935 = -1090565.880095
  nChanged 124
		SP:Iteration 23Q (3458.890000 sec): 3 clusters
  Score: Raw -1095074.626475 + Penalty 4433.706935 = -1090640.919540
  nChanged 114
		SP:Iteration 24Q (3458.910000 sec): 3 clusters
  Score: Raw -1095148.226228 + Penalty 4433.706935 = -1090714.519293
  nChanged 103
		SP:Iteration 25Q (3458.940000 sec): 3 clusters
  Score: Raw -1095217.363022 + Penalty 4433.706935 = -1090783.656087
  nChanged 95
		SP:Iteration 26Q (3458.970000 sec): 3 clusters
  Score: Raw -1095273.684027 + Penalty 4433.706935 = -1090839.977092
  nChanged 87
		SP:Iteration 27Q (3458.990000 sec): 3 clusters
  Score: Raw -1095321.629760 + Penalty 4433.706935 = -1090887.922825
  nChanged 68
		SP:Iteration 28Q (3459.010000 sec): 3 clusters
  Score: Raw -1095362.880433 + Penalty 4433.706935 = -1090929.173498
  nChanged 59
		SP:Iteration 29Q (3459.040000 sec): 3 clusters
  Score: Raw -1095394.639291 + Penalty 4433.706935 = -1090960.932356
  nChanged 52
		SP:Iteration 30Q (3459.060000 sec): 3 clusters
  Score: Raw -1095423.496511 + Penalty 4433.706935 = -1090989.789576
  nChanged 42
		SP:Iteration 31Q (3459.090000 sec): 3 clusters
  Score: Raw -1095445.953432 + Penalty 4433.706935 = -1091012.246497
  nChanged 46
		SP:Iteration 32Q (3459.110000 sec): 3 clusters
  Score: Raw -1095465.919271 + Penalty 4433.706935 = -1091032.212336
  nChanged 33
		SP:Iteration 33Q (3459.130000 sec): 3 clusters
  Score: Raw -1095481.647949 + Penalty 4433.706935 = -1091047.941014
  nChanged 18
		SP:Iteration 34Q (3459.160000 sec): 3 clusters
  Score: Raw -1095489.509002 + Penalty 4433.706935 = -1091055.802067
  nChanged 12
		SP:Iteration 35Q (3459.180000 sec): 3 clusters
  Score: Raw -1095493.586073 + Penalty 4433.706935 = -1091059.879138
  nChanged 9
		SP:Iteration 36Q (3459.210000 sec): 3 clusters
  Score: Raw -1095496.419432 + Penalty 4433.706935 = -1091062.712497
  nChanged 4
		SP:Iteration 37Q (3459.230000 sec): 3 clusters
  Score: Raw -1095497.568932 + Penalty 4433.706935 = -1091063.861997
  nChanged 6
		SP:Iteration 38Q (3459.250000 sec): 3 clusters
  Score: Raw -1095499.443942 + Penalty 4433.706935 = -1091065.737007
  nChanged 5
		SP:Iteration 39Q (3459.270000 sec): 3 clusters
  Score: Raw -1095501.225649 + Penalty 4433.706935 = -1091067.518714
  nChanged 3
		SP:Iteration 40F (3459.300000 sec): 3 clusters
  Score: Raw -1095502.163123 + Penalty 4433.706935 = -1091068.456188
  nChanged 2
		SP:Iteration 41Q (3459.330000 sec): 3 clusters
  Score: Raw -1095503.134001 + Penalty 4433.706935 = -1091069.427066
  nChanged 3
		SP:Iteration 42Q (3459.350000 sec): 3 clusters
  Score: Raw -1095503.907870 + Penalty 4433.706935 = -1091070.200935
  nChanged 6
		SP:Iteration 43Q (3459.370000 sec): 3 clusters
  Score: Raw -1095505.316678 + Penalty 4433.706935 = -1091071.609743
  nChanged 4
		SP:Iteration 44Q (3459.390000 sec): 3 clusters
  Score: Raw -1095506.749495 + Penalty 4433.706935 = -1091073.042560
  nChanged 3
		SP:Iteration 45Q (3459.420000 sec): 3 clusters
  Score: Raw -1095507.371776 + Penalty 4433.706935 = -1091073.664841
  nChanged 2
		SP:Iteration 46Q (3459.440000 sec): 3 clusters
  Score: Raw -1095507.980855 + Penalty 4433.706935 = -1091074.273921
  nChanged 4
		SP:Iteration 47Q (3459.470000 sec): 3 clusters
  Score: Raw -1095509.277168 + Penalty 4433.706935 = -1091075.570233
  nChanged 2
		SP:Iteration 48Q (3459.490000 sec): 3 clusters
  Score: Raw -1095510.141238 + Penalty 4433.706935 = -1091076.434303
  nChanged 3
		SP:Iteration 49Q (3459.510000 sec): 3 clusters
  Score: Raw -1095511.673465 + Penalty 4433.706935 = -1091077.966530
  nChanged 0
		SP:Iteration 50F (3459.540000 sec): 3 clusters
  Score: Raw -1095511.673465 + Penalty 4433.706935 = -1091077.966530
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3459.550000 sec): 2 clusters
  Score: Raw -44434.578259 + Penalty 1441.904372 = -42992.673887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3459.550000 sec): 3 clusters
  Score: Raw -44545.800123 + Penalty 2883.808744 = -41661.991379
  nChanged 39
		SP:Iteration 1F (3459.550000 sec): 3 clusters
  Score: Raw -44657.974941 + Penalty 2883.808744 = -41774.166197
  nChanged 12
		SP:Iteration 2Q (3459.550000 sec): 3 clusters
  Score: Raw -44696.670837 + Penalty 2883.808744 = -41812.862093
  nChanged 9
		SP:Iteration 3Q (3459.550000 sec): 3 clusters
  Score: Raw -44724.804642 + Penalty 2883.808744 = -41840.995899
  nChanged 3
		SP:Iteration 4Q (3459.550000 sec): 3 clusters
  Score: Raw -44737.438046 + Penalty 2883.808744 = -41853.629302
  nChanged 3
		SP:Iteration 5Q (3459.550000 sec): 3 clusters
  Score: Raw -44757.421343 + Penalty 2883.808744 = -41873.612599
  nChanged 0
		SP:Iteration 6F (3459.550000 sec): 3 clusters
  Score: Raw -44757.421343 + Penalty 2883.808744 = -41873.612599
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3459.570000 sec): 2 clusters
  Score: Raw -280893.419903 + Penalty 1887.614234 = -279005.805669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3459.570000 sec): 3 clusters
  Score: Raw -280273.189042 + Penalty 3775.228468 = -276497.960574
  nChanged 695
		SP:Iteration 1F (3459.580000 sec): 3 clusters
  Score: Raw -281051.548614 + Penalty 3775.228468 = -277276.320146
  nChanged 211
		SP:Iteration 2F (3459.590000 sec): 3 clusters
  Score: Raw -281341.029417 + Penalty 3775.228468 = -277565.800949
  nChanged 164
		SP:Iteration 3F (3459.590000 sec): 3 clusters
  Score: Raw -281606.525333 + Penalty 3775.228468 = -277831.296865
  nChanged 156
		SP:Iteration 4F (3459.600000 sec): 3 clusters
  Score: Raw -281936.590811 + Penalty 3775.228468 = -278161.362343
  nChanged 129
		SP:Iteration 5F (3459.610000 sec): 3 clusters
  Score: Raw -282295.757203 + Penalty 3775.228468 = -278520.528736
  nChanged 111
		SP:Iteration 6F (3459.620000 sec): 3 clusters
  Score: Raw -282544.237282 + Penalty 3775.228468 = -278769.008814
  nChanged 65
		SP:Iteration 7Q (3459.620000 sec): 3 clusters
  Score: Raw -282643.375633 + Penalty 3775.228468 = -278868.147165
  nChanged 31
		SP:Iteration 8Q (3459.630000 sec): 3 clusters
  Score: Raw -282700.735785 + Penalty 3775.228468 = -278925.507317
  nChanged 14
		SP:Iteration 9Q (3459.630000 sec): 3 clusters
  Score: Raw -282722.161589 + Penalty 3775.228468 = -278946.933121
  nChanged 10
		SP:Iteration 10Q (3459.640000 sec): 3 clusters
  Score: Raw -282737.023885 + Penalty 3775.228468 = -278961.795417
  nChanged 6
		SP:Iteration 11Q (3459.650000 sec): 3 clusters
  Score: Raw -282742.185930 + Penalty 3775.228468 = -278966.957462
  nChanged 1
		SP:Iteration 12Q (3459.650000 sec): 3 clusters
  Score: Raw -282742.719717 + Penalty 3775.228468 = -278967.491249
  nChanged 0
		SP:Iteration 13F (3459.660000 sec): 3 clusters
  Score: Raw -282742.719717 + Penalty 3775.228468 = -278967.491249
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (20286 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3459.730000 sec): 2 clusters
  Score: Raw -2847607.670455 + Penalty 2459.586195 = -2845148.084259
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3459.810000 sec): 3 clusters
  Score: Raw -2835704.800548 + Penalty 4919.172391 = -2830785.628157
  nChanged 8968
		SP:Iteration 1F (3459.880000 sec): 3 clusters
  Score: Raw -2840434.307360 + Penalty 4919.172391 = -2835515.134969
  nChanged 1085
		SP:Iteration 2F (3459.950000 sec): 3 clusters
  Score: Raw -2840845.983438 + Penalty 4919.172391 = -2835926.811047
  nChanged 1004
		SP:Iteration 3Q (3460.030000 sec): 3 clusters
  Score: Raw -2841229.019100 + Penalty 4919.172391 = -2836309.846709
  nChanged 917
		SP:Iteration 4Q (3460.110000 sec): 3 clusters
  Score: Raw -2841601.417916 + Penalty 4919.172391 = -2836682.245525
  nChanged 916
		SP:Iteration 5Q (3460.180000 sec): 3 clusters
  Score: Raw -2842000.974492 + Penalty 4919.172391 = -2837081.802101
  nChanged 941
		SP:Iteration 6Q (3460.250000 sec): 3 clusters
  Score: Raw -2842452.239270 + Penalty 4919.172391 = -2837533.066880
  nChanged 1037
		SP:Iteration 7F (3460.330000 sec): 3 clusters
  Score: Raw -2843066.730366 + Penalty 4919.172391 = -2838147.557975
  nChanged 1164
		SP:Iteration 8F (3460.400000 sec): 3 clusters
  Score: Raw -2843908.277637 + Penalty 4919.172391 = -2838989.105246
  nChanged 1200
		SP:Iteration 9F (3460.470000 sec): 3 clusters
  Score: Raw -2844898.850829 + Penalty 4919.172391 = -2839979.678438
  nChanged 1075
		SP:Iteration 10F (3460.550000 sec): 3 clusters
  Score: Raw -2845904.051436 + Penalty 4919.172391 = -2840984.879045
  nChanged 876
		SP:Iteration 11Q (3460.620000 sec): 3 clusters
  Score: Raw -2846734.382307 + Penalty 4919.172391 = -2841815.209916
  nChanged 610
		SP:Iteration 12Q (3460.690000 sec): 3 clusters
  Score: Raw -2847242.730663 + Penalty 4919.172391 = -2842323.558272
  nChanged 450
		SP:Iteration 13Q (3460.750000 sec): 3 clusters
  Score: Raw -2847576.189221 + Penalty 4919.172391 = -2842657.016830
  nChanged 315
		SP:Iteration 14Q (3460.820000 sec): 3 clusters
  Score: Raw -2847782.101497 + Penalty 4919.172391 = -2842862.929106
  nChanged 237
		SP:Iteration 15Q (3460.880000 sec): 3 clusters
  Score: Raw -2847909.711947 + Penalty 4919.172391 = -2842990.539557
  nChanged 173
		SP:Iteration 16Q (3460.940000 sec): 3 clusters
  Score: Raw -2848001.507147 + Penalty 4919.172391 = -2843082.334756
  nChanged 118
		SP:Iteration 17Q (3461.000000 sec): 3 clusters
  Score: Raw -2848055.875234 + Penalty 4919.172391 = -2843136.702843
  nChanged 97
		SP:Iteration 18Q (3461.060000 sec): 3 clusters
  Score: Raw -2848101.181776 + Penalty 4919.172391 = -2843182.009385
  nChanged 92
		SP:Iteration 19Q (3461.120000 sec): 3 clusters
  Score: Raw -2848144.001188 + Penalty 4919.172391 = -2843224.828798
  nChanged 68
		SP:Iteration 20F (3461.190000 sec): 3 clusters
  Score: Raw -2848168.801452 + Penalty 4919.172391 = -2843249.629061
  nChanged 43
		SP:Iteration 21Q (3461.240000 sec): 3 clusters
  Score: Raw -2848185.917689 + Penalty 4919.172391 = -2843266.745298
  nChanged 44
		SP:Iteration 22Q (3461.300000 sec): 3 clusters
  Score: Raw -2848201.459875 + Penalty 4919.172391 = -2843282.287484
  nChanged 36
		SP:Iteration 23Q (3461.360000 sec): 3 clusters
  Score: Raw -2848213.502978 + Penalty 4919.172391 = -2843294.330587
  nChanged 32
		SP:Iteration 24Q (3461.420000 sec): 3 clusters
  Score: Raw -2848221.974016 + Penalty 4919.172391 = -2843302.801625
  nChanged 19
		SP:Iteration 25Q (3461.480000 sec): 3 clusters
  Score: Raw -2848227.490886 + Penalty 4919.172391 = -2843308.318495
  nChanged 11
		SP:Iteration 26Q (3461.540000 sec): 3 clusters
  Score: Raw -2848229.821694 + Penalty 4919.172391 = -2843310.649303
  nChanged 11
		SP:Iteration 27Q (3461.600000 sec): 3 clusters
  Score: Raw -2848233.180209 + Penalty 4919.172391 = -2843314.007818
  nChanged 10
		SP:Iteration 28Q (3461.650000 sec): 3 clusters
  Score: Raw -2848235.957827 + Penalty 4919.172391 = -2843316.785436
  nChanged 9
		SP:Iteration 29Q (3461.710000 sec): 3 clusters
  Score: Raw -2848238.576707 + Penalty 4919.172391 = -2843319.404317
  nChanged 7
		SP:Iteration 30Q (3461.760000 sec): 3 clusters
  Score: Raw -2848240.413500 + Penalty 4919.172391 = -2843321.241109
  nChanged 10
		SP:Iteration 31Q (3461.820000 sec): 3 clusters
  Score: Raw -2848243.624290 + Penalty 4919.172391 = -2843324.451899
  nChanged 10
		SP:Iteration 32Q (3461.880000 sec): 3 clusters
  Score: Raw -2848247.678036 + Penalty 4919.172391 = -2843328.505645
  nChanged 10
		SP:Iteration 33Q (3461.930000 sec): 3 clusters
  Score: Raw -2848250.539421 + Penalty 4919.172391 = -2843331.367031
  nChanged 7
		SP:Iteration 34Q (3461.990000 sec): 3 clusters
  Score: Raw -2848252.525477 + Penalty 4919.172391 = -2843333.353086
  nChanged 8
		SP:Iteration 35Q (3462.040000 sec): 3 clusters
  Score: Raw -2848254.793428 + Penalty 4919.172391 = -2843335.621037
  nChanged 6
		SP:Iteration 36Q (3462.100000 sec): 3 clusters
  Score: Raw -2848255.947434 + Penalty 4919.172391 = -2843336.775043
  nChanged 1
		SP:Iteration 37Q (3462.160000 sec): 3 clusters
  Score: Raw -2848256.570905 + Penalty 4919.172391 = -2843337.398514
  nChanged 2
		SP:Iteration 38Q (3462.210000 sec): 3 clusters
  Score: Raw -2848257.371298 + Penalty 4919.172391 = -2843338.198907
  nChanged 5
		SP:Iteration 39Q (3462.270000 sec): 3 clusters
  Score: Raw -2848259.000579 + Penalty 4919.172391 = -2843339.828188
  nChanged 4
		SP:Iteration 40F (3462.340000 sec): 3 clusters
  Score: Raw -2848260.129223 + Penalty 4919.172391 = -2843340.956832
  nChanged 5
		SP:Iteration 41Q (3462.400000 sec): 3 clusters
  Score: Raw -2848260.918067 + Penalty 4919.172391 = -2843341.745676
  nChanged 4
		SP:Iteration 42Q (3462.450000 sec): 3 clusters
  Score: Raw -2848262.038612 + Penalty 4919.172391 = -2843342.866221
  nChanged 4
		SP:Iteration 43Q (3462.510000 sec): 3 clusters
  Score: Raw -2848262.793116 + Penalty 4919.172391 = -2843343.620726
  nChanged 2
		SP:Iteration 44Q (3462.560000 sec): 3 clusters
  Score: Raw -2848263.358408 + Penalty 4919.172391 = -2843344.186017
  nChanged 3
		SP:Iteration 45Q (3462.620000 sec): 3 clusters
  Score: Raw -2848264.396996 + Penalty 4919.172391 = -2843345.224605
  nChanged 2
		SP:Iteration 46Q (3462.680000 sec): 3 clusters
  Score: Raw -2848264.770359 + Penalty 4919.172391 = -2843345.597968
  nChanged 1
		SP:Iteration 47Q (3462.730000 sec): 3 clusters
  Score: Raw -2848264.876493 + Penalty 4919.172391 = -2843345.704102
  nChanged 1
		SP:Iteration 48Q (3462.790000 sec): 3 clusters
  Score: Raw -2848265.025696 + Penalty 4919.172391 = -2843345.853305
  nChanged 2
		SP:Iteration 49Q (3462.840000 sec): 3 clusters
  Score: Raw -2848265.593026 + Penalty 4919.172391 = -2843346.420635
  nChanged 0
		SP:Iteration 50F (3462.920000 sec): 3 clusters
  Score: Raw -2848265.593026 + Penalty 4919.172391 = -2843346.420635
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (42690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3463.060000 sec): 2 clusters
  Score: Raw -6589858.845337 + Penalty 2644.106555 = -6587214.738782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3463.220000 sec): 3 clusters
  Score: Raw -6563614.668897 + Penalty 5288.213110 = -6558326.455787
  nChanged 19582
		SP:Iteration 1F (3463.380000 sec): 3 clusters
  Score: Raw -6574580.922066 + Penalty 5288.213110 = -6569292.708956
  nChanged 2039
		SP:Iteration 2Q (3463.540000 sec): 3 clusters
  Score: Raw -6575323.829886 + Penalty 5288.213110 = -6570035.616776
  nChanged 2165
		SP:Iteration 3F (3463.700000 sec): 3 clusters
  Score: Raw -6576281.423813 + Penalty 5288.213110 = -6570993.210703
  nChanged 2469
		SP:Iteration 4F (3463.860000 sec): 3 clusters
  Score: Raw -6577594.920121 + Penalty 5288.213110 = -6572306.707011
  nChanged 2731
		SP:Iteration 5F (3464.020000 sec): 3 clusters
  Score: Raw -6579319.955265 + Penalty 5288.213110 = -6574031.742155
  nChanged 2890
		SP:Iteration 6F (3464.180000 sec): 3 clusters
  Score: Raw -6581324.157340 + Penalty 5288.213110 = -6576035.944230
  nChanged 2726
		SP:Iteration 7F (3464.340000 sec): 3 clusters
  Score: Raw -6583246.537168 + Penalty 5288.213110 = -6577958.324058
  nChanged 2339
		SP:Iteration 8F (3464.500000 sec): 3 clusters
  Score: Raw -6584885.453790 + Penalty 5288.213110 = -6579597.240680
  nChanged 1909
		SP:Iteration 9Q (3464.660000 sec): 3 clusters
  Score: Raw -6586188.517243 + Penalty 5288.213110 = -6580900.304133
  nChanged 1483
		SP:Iteration 10Q (3464.820000 sec): 3 clusters
  Score: Raw -6587157.101361 + Penalty 5288.213110 = -6581868.888251
  nChanged 1123
		SP:Iteration 11Q (3464.970000 sec): 3 clusters
  Score: Raw -6587865.701249 + Penalty 5288.213110 = -6582577.488139
  nChanged 861
		SP:Iteration 12Q (3465.120000 sec): 3 clusters
  Score: Raw -6588431.710850 + Penalty 5288.213110 = -6583143.497740
  nChanged 649
		SP:Iteration 13Q (3465.260000 sec): 3 clusters
  Score: Raw -6588840.664065 + Penalty 5288.213110 = -6583552.450955
  nChanged 486
		SP:Iteration 14Q (3465.400000 sec): 3 clusters
  Score: Raw -6589142.779975 + Penalty 5288.213110 = -6583854.566865
  nChanged 374
		SP:Iteration 15Q (3465.540000 sec): 3 clusters
  Score: Raw -6589381.503500 + Penalty 5288.213110 = -6584093.290390
  nChanged 292
		SP:Iteration 16Q (3465.670000 sec): 3 clusters
  Score: Raw -6589568.560294 + Penalty 5288.213110 = -6584280.347184
  nChanged 228
		SP:Iteration 17Q (3465.800000 sec): 3 clusters
  Score: Raw -6589726.691677 + Penalty 5288.213110 = -6584438.478567
  nChanged 192
		SP:Iteration 18Q (3465.920000 sec): 3 clusters
  Score: Raw -6589870.824825 + Penalty 5288.213110 = -6584582.611715
  nChanged 150
		SP:Iteration 19Q (3466.040000 sec): 3 clusters
  Score: Raw -6589990.282461 + Penalty 5288.213110 = -6584702.069351
  nChanged 131
		SP:Iteration 20F (3466.200000 sec): 3 clusters
  Score: Raw -6590080.491181 + Penalty 5288.213110 = -6584792.278071
  nChanged 121
		SP:Iteration 21Q (3466.320000 sec): 3 clusters
  Score: Raw -6590150.495850 + Penalty 5288.213110 = -6584862.282740
  nChanged 92
		SP:Iteration 22Q (3466.440000 sec): 3 clusters
  Score: Raw -6590191.809690 + Penalty 5288.213110 = -6584903.596581
  nChanged 61
		SP:Iteration 23Q (3466.550000 sec): 3 clusters
  Score: Raw -6590218.280867 + Penalty 5288.213110 = -6584930.067757
  nChanged 39
		SP:Iteration 24Q (3466.670000 sec): 3 clusters
  Score: Raw -6590235.493018 + Penalty 5288.213110 = -6584947.279908
  nChanged 47
		SP:Iteration 25Q (3466.790000 sec): 3 clusters
  Score: Raw -6590254.617614 + Penalty 5288.213110 = -6584966.404504
  nChanged 48
		SP:Iteration 26Q (3466.910000 sec): 3 clusters
  Score: Raw -6590274.160029 + Penalty 5288.213110 = -6584985.946919
  nChanged 41
		SP:Iteration 27Q (3467.020000 sec): 3 clusters
  Score: Raw -6590288.795168 + Penalty 5288.213110 = -6585000.582058
  nChanged 37
		SP:Iteration 28Q (3467.140000 sec): 3 clusters
  Score: Raw -6590301.148040 + Penalty 5288.213110 = -6585012.934930
  nChanged 28
		SP:Iteration 29Q (3467.250000 sec): 3 clusters
  Score: Raw -6590309.144645 + Penalty 5288.213110 = -6585020.931535
  nChanged 15
		SP:Iteration 30Q (3467.370000 sec): 3 clusters
  Score: Raw -6590313.490989 + Penalty 5288.213110 = -6585025.277879
  nChanged 21
		SP:Iteration 31Q (3467.480000 sec): 3 clusters
  Score: Raw -6590320.087186 + Penalty 5288.213110 = -6585031.874076
  nChanged 19
		SP:Iteration 32Q (3467.600000 sec): 3 clusters
  Score: Raw -6590326.593304 + Penalty 5288.213110 = -6585038.380194
  nChanged 15
		SP:Iteration 33Q (3467.710000 sec): 3 clusters
  Score: Raw -6590331.901237 + Penalty 5288.213110 = -6585043.688127
  nChanged 15
		SP:Iteration 34Q (3467.820000 sec): 3 clusters
  Score: Raw -6590337.243546 + Penalty 5288.213110 = -6585049.030436
  nChanged 17
		SP:Iteration 35Q (3467.940000 sec): 3 clusters
  Score: Raw -6590342.683830 + Penalty 5288.213110 = -6585054.470720
  nChanged 10
		SP:Iteration 36Q (3468.060000 sec): 3 clusters
  Score: Raw -6590346.060257 + Penalty 5288.213110 = -6585057.847147
  nChanged 9
		SP:Iteration 37Q (3468.170000 sec): 3 clusters
  Score: Raw -6590348.743241 + Penalty 5288.213110 = -6585060.530131
  nChanged 8
		SP:Iteration 38Q (3468.290000 sec): 3 clusters
  Score: Raw -6590351.301937 + Penalty 5288.213110 = -6585063.088827
  nChanged 15
		SP:Iteration 39Q (3468.400000 sec): 3 clusters
  Score: Raw -6590355.866656 + Penalty 5288.213110 = -6585067.653546
  nChanged 12
		SP:Iteration 40F (3468.560000 sec): 3 clusters
  Score: Raw -6590359.556543 + Penalty 5288.213110 = -6585071.343433
  nChanged 9
		SP:Iteration 41Q (3468.680000 sec): 3 clusters
  Score: Raw -6590361.453076 + Penalty 5288.213110 = -6585073.239966
  nChanged 6
		SP:Iteration 42Q (3468.800000 sec): 3 clusters
  Score: Raw -6590363.298086 + Penalty 5288.213110 = -6585075.084976
  nChanged 8
		SP:Iteration 43Q (3468.910000 sec): 3 clusters
  Score: Raw -6590364.831174 + Penalty 5288.213110 = -6585076.618064
  nChanged 5
		SP:Iteration 44Q (3469.020000 sec): 3 clusters
  Score: Raw -6590365.930304 + Penalty 5288.213110 = -6585077.717194
  nChanged 0
		SP:Iteration 45F (3469.180000 sec): 3 clusters
  Score: Raw -6590365.930304 + Penalty 5288.213110 = -6585077.717194
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3469.590000 sec): 2 clusters
  Score: Raw -17411050.269702 + Penalty 2899.317274 = -17408150.952427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3470.050000 sec): 3 clusters
  Score: Raw -17333898.377399 + Penalty 5798.634549 = -17328099.742850
  nChanged 56735
		SP:Iteration 1F (3470.500000 sec): 3 clusters
  Score: Raw -17367072.007229 + Penalty 5798.634549 = -17361273.372681
  nChanged 4683
		SP:Iteration 2Q (3470.970000 sec): 3 clusters
  Score: Raw -17368593.769219 + Penalty 5798.634549 = -17362795.134670
  nChanged 5614
		SP:Iteration 3Q (3471.440000 sec): 3 clusters
  Score: Raw -17370953.855832 + Penalty 5798.634549 = -17365155.221283
  nChanged 6997
		SP:Iteration 4F (3471.890000 sec): 3 clusters
  Score: Raw -17374761.266317 + Penalty 5798.634549 = -17368962.631768
  nChanged 8333
		SP:Iteration 5F (3472.340000 sec): 3 clusters
  Score: Raw -17380197.219043 + Penalty 5798.634549 = -17374398.584494
  nChanged 8614
		SP:Iteration 6F (3472.800000 sec): 3 clusters
  Score: Raw -17386364.021792 + Penalty 5798.634549 = -17380565.387244
  nChanged 7966
		SP:Iteration 7F (3473.250000 sec): 3 clusters
  Score: Raw -17392318.959060 + Penalty 5798.634549 = -17386520.324511
  nChanged 6407
		SP:Iteration 8F (3473.700000 sec): 3 clusters
  Score: Raw -17397276.689867 + Penalty 5798.634549 = -17391478.055318
  nChanged 4836
		SP:Iteration 9Q (3474.160000 sec): 3 clusters
  Score: Raw -17401126.293284 + Penalty 5798.634549 = -17395327.658735
  nChanged 3641
		SP:Iteration 10Q (3474.600000 sec): 3 clusters
  Score: Raw -17404008.757891 + Penalty 5798.634549 = -17398210.123342
  nChanged 2665
		SP:Iteration 11Q (3475.010000 sec): 3 clusters
  Score: Raw -17405883.534940 + Penalty 5798.634549 = -17400084.900391
  nChanged 1909
		SP:Iteration 12Q (3475.400000 sec): 3 clusters
  Score: Raw -17407005.917375 + Penalty 5798.634549 = -17401207.282826
  nChanged 1428
		SP:Iteration 13Q (3475.780000 sec): 3 clusters
  Score: Raw -17407738.434907 + Penalty 5798.634549 = -17401939.800358
  nChanged 1134
		SP:Iteration 14Q (3476.150000 sec): 3 clusters
  Score: Raw -17408247.122844 + Penalty 5798.634549 = -17402448.488295
  nChanged 991
		SP:Iteration 15Q (3476.510000 sec): 3 clusters
  Score: Raw -17408663.206100 + Penalty 5798.634549 = -17402864.571551
  nChanged 909
		SP:Iteration 16Q (3476.870000 sec): 3 clusters
  Score: Raw -17409023.846073 + Penalty 5798.634549 = -17403225.211524
  nChanged 758
		SP:Iteration 17Q (3477.220000 sec): 3 clusters
  Score: Raw -17409301.716267 + Penalty 5798.634549 = -17403503.081718
  nChanged 683
		SP:Iteration 18Q (3477.570000 sec): 3 clusters
  Score: Raw -17409547.248466 + Penalty 5798.634549 = -17403748.613917
  nChanged 600
		SP:Iteration 19Q (3477.920000 sec): 3 clusters
  Score: Raw -17409757.259738 + Penalty 5798.634549 = -17403958.625189
  nChanged 531
		SP:Iteration 20F (3478.380000 sec): 3 clusters
  Score: Raw -17409942.738546 + Penalty 5798.634549 = -17404144.103997
  nChanged 481
		SP:Iteration 21Q (3478.720000 sec): 3 clusters
  Score: Raw -17410098.193684 + Penalty 5798.634549 = -17404299.559135
  nChanged 440
		SP:Iteration 22Q (3479.060000 sec): 3 clusters
  Score: Raw -17410240.247323 + Penalty 5798.634549 = -17404441.612774
  nChanged 392
		SP:Iteration 23Q (3479.400000 sec): 3 clusters
  Score: Raw -17410363.814043 + Penalty 5798.634549 = -17404565.179494
  nChanged 331
		SP:Iteration 24Q (3479.740000 sec): 3 clusters
  Score: Raw -17410470.209577 + Penalty 5798.634549 = -17404671.575028
  nChanged 276
		SP:Iteration 25Q (3480.070000 sec): 3 clusters
  Score: Raw -17410554.378128 + Penalty 5798.634549 = -17404755.743579
  nChanged 239
		SP:Iteration 26Q (3480.410000 sec): 3 clusters
  Score: Raw -17410630.789098 + Penalty 5798.634549 = -17404832.154549
  nChanged 239
		SP:Iteration 27Q (3480.740000 sec): 3 clusters
  Score: Raw -17410712.402628 + Penalty 5798.634549 = -17404913.768079
  nChanged 227
		SP:Iteration 28Q (3481.080000 sec): 3 clusters
  Score: Raw -17410786.923625 + Penalty 5798.634549 = -17404988.289076
  nChanged 205
		SP:Iteration 29Q (3481.410000 sec): 3 clusters
  Score: Raw -17410853.626513 + Penalty 5798.634549 = -17405054.991964
  nChanged 176
		SP:Iteration 30Q (3481.740000 sec): 3 clusters
  Score: Raw -17410913.882839 + Penalty 5798.634549 = -17405115.248290
  nChanged 174
		SP:Iteration 31Q (3482.070000 sec): 3 clusters
  Score: Raw -17410972.728104 + Penalty 5798.634549 = -17405174.093555
  nChanged 154
		SP:Iteration 32Q (3482.400000 sec): 3 clusters
  Score: Raw -17411028.350606 + Penalty 5798.634549 = -17405229.716057
  nChanged 138
		SP:Iteration 33Q (3482.730000 sec): 3 clusters
  Score: Raw -17411081.412546 + Penalty 5798.634549 = -17405282.777998
  nChanged 107
		SP:Iteration 34Q (3483.050000 sec): 3 clusters
  Score: Raw -17411117.664073 + Penalty 5798.634549 = -17405319.029524
  nChanged 83
		SP:Iteration 35Q (3483.380000 sec): 3 clusters
  Score: Raw -17411146.115638 + Penalty 5798.634549 = -17405347.481089
  nChanged 77
		SP:Iteration 36Q (3483.710000 sec): 3 clusters
  Score: Raw -17411172.602702 + Penalty 5798.634549 = -17405373.968153
  nChanged 59
		SP:Iteration 37Q (3484.030000 sec): 3 clusters
  Score: Raw -17411195.447847 + Penalty 5798.634549 = -17405396.813298
  nChanged 64
		SP:Iteration 38Q (3484.350000 sec): 3 clusters
  Score: Raw -17411219.536356 + Penalty 5798.634549 = -17405420.901807
  nChanged 64
		SP:Iteration 39Q (3484.680000 sec): 3 clusters
  Score: Raw -17411247.606792 + Penalty 5798.634549 = -17405448.972243
  nChanged 59
		SP:Iteration 40F (3485.130000 sec): 3 clusters
  Score: Raw -17411272.748860 + Penalty 5798.634549 = -17405474.114311
  nChanged 52
		SP:Iteration 41Q (3485.450000 sec): 3 clusters
  Score: Raw -17411293.870158 + Penalty 5798.634549 = -17405495.235609
  nChanged 59
		SP:Iteration 42Q (3485.780000 sec): 3 clusters
  Score: Raw -17411316.327696 + Penalty 5798.634549 = -17405517.693147
  nChanged 48
		SP:Iteration 43Q (3486.100000 sec): 3 clusters
  Score: Raw -17411334.371430 + Penalty 5798.634549 = -17405535.736881
  nChanged 46
		SP:Iteration 44Q (3486.430000 sec): 3 clusters
  Score: Raw -17411351.982111 + Penalty 5798.634549 = -17405553.347562
  nChanged 45
		SP:Iteration 45Q (3486.750000 sec): 3 clusters
  Score: Raw -17411371.364482 + Penalty 5798.634549 = -17405572.729933
  nChanged 54
		SP:Iteration 46Q (3487.070000 sec): 3 clusters
  Score: Raw -17411398.216691 + Penalty 5798.634549 = -17405599.582142
  nChanged 40
		SP:Iteration 47Q (3487.400000 sec): 3 clusters
  Score: Raw -17411416.682353 + Penalty 5798.634549 = -17405618.047804
  nChanged 37
		SP:Iteration 48Q (3487.720000 sec): 3 clusters
  Score: Raw -17411434.324261 + Penalty 5798.634549 = -17405635.689712
  nChanged 35
		SP:Iteration 49Q (3488.040000 sec): 3 clusters
  Score: Raw -17411450.569817 + Penalty 5798.634549 = -17405651.935268
  nChanged 25
		SP:Iteration 50Q (3488.370000 sec): 3 clusters
  Score: Raw -17411460.396516 + Penalty 5798.634549 = -17405661.761967
  nChanged 19
		SP:Iteration 51Q (3488.690000 sec): 3 clusters
  Score: Raw -17411467.258277 + Penalty 5798.634549 = -17405668.623728
  nChanged 17
		SP:Iteration 52Q (3489.010000 sec): 3 clusters
  Score: Raw -17411475.169441 + Penalty 5798.634549 = -17405676.534892
  nChanged 16
		SP:Iteration 53Q (3489.330000 sec): 3 clusters
  Score: Raw -17411481.001505 + Penalty 5798.634549 = -17405682.366956
  nChanged 12
		SP:Iteration 54Q (3489.650000 sec): 3 clusters
  Score: Raw -17411485.864187 + Penalty 5798.634549 = -17405687.229638
  nChanged 10
		SP:Iteration 55Q (3489.970000 sec): 3 clusters
  Score: Raw -17411489.606670 + Penalty 5798.634549 = -17405690.972121
  nChanged 9
		SP:Iteration 56Q (3490.290000 sec): 3 clusters
  Score: Raw -17411494.121284 + Penalty 5798.634549 = -17405695.486735
  nChanged 8
		SP:Iteration 57Q (3490.620000 sec): 3 clusters
  Score: Raw -17411496.229835 + Penalty 5798.634549 = -17405697.595286
  nChanged 4
		SP:Iteration 58Q (3490.940000 sec): 3 clusters
  Score: Raw -17411497.390591 + Penalty 5798.634549 = -17405698.756043
  nChanged 3
		SP:Iteration 59Q (3491.260000 sec): 3 clusters
  Score: Raw -17411498.987551 + Penalty 5798.634549 = -17405700.353002
  nChanged 3
		SP:Iteration 60F (3491.710000 sec): 3 clusters
  Score: Raw -17411499.867091 + Penalty 5798.634549 = -17405701.232542
  nChanged 3
		SP:Iteration 61Q (3492.030000 sec): 3 clusters
  Score: Raw -17411501.183559 + Penalty 5798.634549 = -17405702.549010
  nChanged 3
		SP:Iteration 62Q (3492.350000 sec): 3 clusters
  Score: Raw -17411503.182274 + Penalty 5798.634549 = -17405704.547725
  nChanged 0
		SP:Iteration 63F (3492.800000 sec): 3 clusters
  Score: Raw -17411503.182274 + Penalty 5798.634549 = -17405704.547725
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3492.880000 sec): 2 clusters
  Score: Raw -1775832.895195 + Penalty 2321.847580 = -1773511.047615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3492.930000 sec): 3 clusters
  Score: Raw -1769415.419817 + Penalty 4643.695160 = -1764771.724658
  nChanged 4846
		SP:Iteration 1F (3492.970000 sec): 3 clusters
  Score: Raw -1771981.821386 + Penalty 4643.695160 = -1767338.126227
  nChanged 728
		SP:Iteration 2F (3493.010000 sec): 3 clusters
  Score: Raw -1772276.380857 + Penalty 4643.695160 = -1767632.685697
  nChanged 550
		SP:Iteration 3Q (3493.050000 sec): 3 clusters
  Score: Raw -1772487.339645 + Penalty 4643.695160 = -1767843.644485
  nChanged 425
		SP:Iteration 4Q (3493.100000 sec): 3 clusters
  Score: Raw -1772650.231521 + Penalty 4643.695160 = -1768006.536361
  nChanged 384
		SP:Iteration 5Q (3493.140000 sec): 3 clusters
  Score: Raw -1772794.487680 + Penalty 4643.695160 = -1768150.792521
  nChanged 360
		SP:Iteration 6Q (3493.180000 sec): 3 clusters
  Score: Raw -1772920.510533 + Penalty 4643.695160 = -1768276.815374
  nChanged 327
		SP:Iteration 7Q (3493.220000 sec): 3 clusters
  Score: Raw -1773027.746272 + Penalty 4643.695160 = -1768384.051113
  nChanged 251
		SP:Iteration 8Q (3493.260000 sec): 3 clusters
  Score: Raw -1773114.918055 + Penalty 4643.695160 = -1768471.222895
  nChanged 253
		SP:Iteration 9Q (3493.310000 sec): 3 clusters
  Score: Raw -1773211.449518 + Penalty 4643.695160 = -1768567.754358
  nChanged 255
		SP:Iteration 10Q (3493.350000 sec): 3 clusters
  Score: Raw -1773298.636447 + Penalty 4643.695160 = -1768654.941287
  nChanged 243
		SP:Iteration 11Q (3493.390000 sec): 3 clusters
  Score: Raw -1773389.457836 + Penalty 4643.695160 = -1768745.762676
  nChanged 252
		SP:Iteration 12Q (3493.430000 sec): 3 clusters
  Score: Raw -1773490.813395 + Penalty 4643.695160 = -1768847.118235
  nChanged 272
		SP:Iteration 13Q (3493.480000 sec): 3 clusters
  Score: Raw -1773612.635856 + Penalty 4643.695160 = -1768968.940696
  nChanged 305
		SP:Iteration 14Q (3493.520000 sec): 3 clusters
  Score: Raw -1773752.111428 + Penalty 4643.695160 = -1769108.416269
  nChanged 312
		SP:Iteration 15Q (3493.560000 sec): 3 clusters
  Score: Raw -1773906.762189 + Penalty 4643.695160 = -1769263.067029
  nChanged 347
		SP:Iteration 16Q (3493.600000 sec): 3 clusters
  Score: Raw -1774090.914432 + Penalty 4643.695160 = -1769447.219272
  nChanged 368
		SP:Iteration 17Q (3493.640000 sec): 3 clusters
  Score: Raw -1774303.593938 + Penalty 4643.695160 = -1769659.898779
  nChanged 397
		SP:Iteration 18Q (3493.680000 sec): 3 clusters
  Score: Raw -1774551.051199 + Penalty 4643.695160 = -1769907.356039
  nChanged 413
		SP:Iteration 19Q (3493.720000 sec): 3 clusters
  Score: Raw -1774831.042586 + Penalty 4643.695160 = -1770187.347426
  nChanged 374
		SP:Iteration 20F (3493.760000 sec): 3 clusters
  Score: Raw -1775084.225818 + Penalty 4643.695160 = -1770440.530659
  nChanged 331
		SP:Iteration 21Q (3493.800000 sec): 3 clusters
  Score: Raw -1775317.644858 + Penalty 4643.695160 = -1770673.949698
  nChanged 264
		SP:Iteration 22Q (3493.840000 sec): 3 clusters
  Score: Raw -1775520.526809 + Penalty 4643.695160 = -1770876.831649
  nChanged 192
		SP:Iteration 23Q (3493.870000 sec): 3 clusters
  Score: Raw -1775667.907503 + Penalty 4643.695160 = -1771024.212344
  nChanged 148
		SP:Iteration 24Q (3493.910000 sec): 3 clusters
  Score: Raw -1775779.000995 + Penalty 4643.695160 = -1771135.305836
  nChanged 117
		SP:Iteration 25Q (3493.940000 sec): 3 clusters
  Score: Raw -1775881.818330 + Penalty 4643.695160 = -1771238.123170
  nChanged 91
		SP:Iteration 26Q (3493.980000 sec): 3 clusters
  Score: Raw -1775970.701474 + Penalty 4643.695160 = -1771327.006314
  nChanged 62
		SP:Iteration 27Q (3494.010000 sec): 3 clusters
  Score: Raw -1776029.212110 + Penalty 4643.695160 = -1771385.516950
  nChanged 42
		SP:Iteration 28Q (3494.040000 sec): 3 clusters
  Score: Raw -1776068.906907 + Penalty 4643.695160 = -1771425.211747
  nChanged 27
		SP:Iteration 29Q (3494.070000 sec): 3 clusters
  Score: Raw -1776094.256872 + Penalty 4643.695160 = -1771450.561712
  nChanged 14
		SP:Iteration 30Q (3494.100000 sec): 3 clusters
  Score: Raw -1776106.207205 + Penalty 4643.695160 = -1771462.512045
  nChanged 6
		SP:Iteration 31Q (3494.140000 sec): 3 clusters
  Score: Raw -1776110.206875 + Penalty 4643.695160 = -1771466.511715
  nChanged 5
		SP:Iteration 32Q (3494.170000 sec): 3 clusters
  Score: Raw -1776113.132645 + Penalty 4643.695160 = -1771469.437485
  nChanged 4
		SP:Iteration 33Q (3494.200000 sec): 3 clusters
  Score: Raw -1776116.326179 + Penalty 4643.695160 = -1771472.631019
  nChanged 4
		SP:Iteration 34Q (3494.230000 sec): 3 clusters
  Score: Raw -1776118.756995 + Penalty 4643.695160 = -1771475.061835
  nChanged 3
		SP:Iteration 35Q (3494.260000 sec): 3 clusters
  Score: Raw -1776121.632799 + Penalty 4643.695160 = -1771477.937639
  nChanged 4
		SP:Iteration 36Q (3494.290000 sec): 3 clusters
  Score: Raw -1776125.087929 + Penalty 4643.695160 = -1771481.392769
  nChanged 5
		SP:Iteration 37Q (3494.320000 sec): 3 clusters
  Score: Raw -1776128.152522 + Penalty 4643.695160 = -1771484.457362
  nChanged 4
		SP:Iteration 38Q (3494.350000 sec): 3 clusters
  Score: Raw -1776131.240667 + Penalty 4643.695160 = -1771487.545507
  nChanged 4
		SP:Iteration 39Q (3494.380000 sec): 3 clusters
  Score: Raw -1776135.311322 + Penalty 4643.695160 = -1771491.616163
  nChanged 8
		SP:Iteration 40F (3494.420000 sec): 3 clusters
  Score: Raw -1776144.341441 + Penalty 4643.695160 = -1771500.646281
  nChanged 7
		SP:Iteration 41Q (3494.460000 sec): 3 clusters
  Score: Raw -1776150.515003 + Penalty 4643.695160 = -1771506.819843
  nChanged 9
		SP:Iteration 42Q (3494.490000 sec): 3 clusters
  Score: Raw -1776159.322617 + Penalty 4643.695160 = -1771515.627457
  nChanged 10
		SP:Iteration 43Q (3494.520000 sec): 3 clusters
  Score: Raw -1776166.142692 + Penalty 4643.695160 = -1771522.447532
  nChanged 9
		SP:Iteration 44Q (3494.550000 sec): 3 clusters
  Score: Raw -1776173.931682 + Penalty 4643.695160 = -1771530.236522
  nChanged 5
		SP:Iteration 45Q (3494.580000 sec): 3 clusters
  Score: Raw -1776178.352019 + Penalty 4643.695160 = -1771534.656860
  nChanged 3
		SP:Iteration 46Q (3494.610000 sec): 3 clusters
  Score: Raw -1776180.801468 + Penalty 4643.695160 = -1771537.106308
  nChanged 2
		SP:Iteration 47Q (3494.640000 sec): 3 clusters
  Score: Raw -1776181.404776 + Penalty 4643.695160 = -1771537.709616
  nChanged 2
		SP:Iteration 48Q (3494.670000 sec): 3 clusters
  Score: Raw -1776182.629039 + Penalty 4643.695160 = -1771538.933880
  nChanged 1
		SP:Iteration 49Q (3494.700000 sec): 3 clusters
  Score: Raw -1776183.107349 + Penalty 4643.695160 = -1771539.412189
  nChanged 0
		SP:Iteration 50F (3494.740000 sec): 3 clusters
  Score: Raw -1776183.107349 + Penalty 4643.695160 = -1771539.412189
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (3739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3494.760000 sec): 2 clusters
  Score: Raw -535116.653320 + Penalty 2040.190222 = -533076.463098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3494.780000 sec): 3 clusters
  Score: Raw -533404.240726 + Penalty 4080.380444 = -529323.860282
  nChanged 1370
		SP:Iteration 1F (3494.790000 sec): 3 clusters
  Score: Raw -534217.766365 + Penalty 4080.380444 = -530137.385921
  nChanged 289
		SP:Iteration 2F (3494.800000 sec): 3 clusters
  Score: Raw -534396.673813 + Penalty 4080.380444 = -530316.293369
  nChanged 183
		SP:Iteration 3Q (3494.820000 sec): 3 clusters
  Score: Raw -534506.882224 + Penalty 4080.380444 = -530426.501780
  nChanged 125
		SP:Iteration 4Q (3494.830000 sec): 3 clusters
  Score: Raw -534589.410770 + Penalty 4080.380444 = -530509.030326
  nChanged 118
		SP:Iteration 5Q (3494.840000 sec): 3 clusters
  Score: Raw -534663.580725 + Penalty 4080.380444 = -530583.200281
  nChanged 91
		SP:Iteration 6Q (3494.860000 sec): 3 clusters
  Score: Raw -534722.845294 + Penalty 4080.380444 = -530642.464850
  nChanged 93
		SP:Iteration 7Q (3494.870000 sec): 3 clusters
  Score: Raw -534778.997496 + Penalty 4080.380444 = -530698.617053
  nChanged 72
		SP:Iteration 8Q (3494.880000 sec): 3 clusters
  Score: Raw -534816.093800 + Penalty 4080.380444 = -530735.713356
  nChanged 65
		SP:Iteration 9Q (3494.900000 sec): 3 clusters
  Score: Raw -534852.733189 + Penalty 4080.380444 = -530772.352746
  nChanged 69
		SP:Iteration 10Q (3494.910000 sec): 3 clusters
  Score: Raw -534886.207484 + Penalty 4080.380444 = -530805.827040
  nChanged 59
		SP:Iteration 11Q (3494.930000 sec): 3 clusters
  Score: Raw -534919.649939 + Penalty 4080.380444 = -530839.269495
  nChanged 57
		SP:Iteration 12Q (3494.940000 sec): 3 clusters
  Score: Raw -534957.747611 + Penalty 4080.380444 = -530877.367167
  nChanged 68
		SP:Iteration 13Q (3494.950000 sec): 3 clusters
  Score: Raw -534993.875328 + Penalty 4080.380444 = -530913.494884
  nChanged 55
		SP:Iteration 14Q (3494.970000 sec): 3 clusters
  Score: Raw -535021.612304 + Penalty 4080.380444 = -530941.231861
  nChanged 46
		SP:Iteration 15Q (3494.980000 sec): 3 clusters
  Score: Raw -535043.650766 + Penalty 4080.380444 = -530963.270322
  nChanged 36
		SP:Iteration 16Q (3495.000000 sec): 3 clusters
  Score: Raw -535061.008065 + Penalty 4080.380444 = -530980.627622
  nChanged 36
		SP:Iteration 17Q (3495.010000 sec): 3 clusters
  Score: Raw -535079.471315 + Penalty 4080.380444 = -530999.090871
  nChanged 41
		SP:Iteration 18Q (3495.020000 sec): 3 clusters
  Score: Raw -535098.762570 + Penalty 4080.380444 = -531018.382127
  nChanged 30
		SP:Iteration 19Q (3495.040000 sec): 3 clusters
  Score: Raw -535114.970664 + Penalty 4080.380444 = -531034.590220
  nChanged 27
		SP:Iteration 20F (3495.050000 sec): 3 clusters
  Score: Raw -535127.106083 + Penalty 4080.380444 = -531046.725639
  nChanged 29
		SP:Iteration 21Q (3495.060000 sec): 3 clusters
  Score: Raw -535138.662411 + Penalty 4080.380444 = -531058.281967
  nChanged 22
		SP:Iteration 22Q (3495.080000 sec): 3 clusters
  Score: Raw -535147.950119 + Penalty 4080.380444 = -531067.569675
  nChanged 18
		SP:Iteration 23Q (3495.090000 sec): 3 clusters
  Score: Raw -535155.515111 + Penalty 4080.380444 = -531075.134667
  nChanged 10
		SP:Iteration 24Q (3495.100000 sec): 3 clusters
  Score: Raw -535159.133394 + Penalty 4080.380444 = -531078.752950
  nChanged 9
		SP:Iteration 25Q (3495.120000 sec): 3 clusters
  Score: Raw -535164.074245 + Penalty 4080.380444 = -531083.693801
  nChanged 14
		SP:Iteration 26Q (3495.130000 sec): 3 clusters
  Score: Raw -535169.985440 + Penalty 4080.380444 = -531089.604996
  nChanged 9
		SP:Iteration 27Q (3495.140000 sec): 3 clusters
  Score: Raw -535173.420759 + Penalty 4080.380444 = -531093.040315
  nChanged 11
		SP:Iteration 28Q (3495.160000 sec): 3 clusters
  Score: Raw -535177.758599 + Penalty 4080.380444 = -531097.378156
  nChanged 10
		SP:Iteration 29Q (3495.170000 sec): 3 clusters
  Score: Raw -535181.917573 + Penalty 4080.380444 = -531101.537129
  nChanged 7
		SP:Iteration 30Q (3495.180000 sec): 3 clusters
  Score: Raw -535183.831558 + Penalty 4080.380444 = -531103.451114
  nChanged 3
		SP:Iteration 31Q (3495.200000 sec): 3 clusters
  Score: Raw -535184.345969 + Penalty 4080.380444 = -531103.965526
  nChanged 2
		SP:Iteration 32Q (3495.210000 sec): 3 clusters
  Score: Raw -535184.864185 + Penalty 4080.380444 = -531104.483741
  nChanged 2
		SP:Iteration 33Q (3495.220000 sec): 3 clusters
  Score: Raw -535185.555318 + Penalty 4080.380444 = -531105.174875
  nChanged 2
		SP:Iteration 34Q (3495.240000 sec): 3 clusters
  Score: Raw -535186.035851 + Penalty 4080.380444 = -531105.655408
  nChanged 2
		SP:Iteration 35Q (3495.250000 sec): 3 clusters
  Score: Raw -535186.519351 + Penalty 4080.380444 = -531106.138908
  nChanged 2
		SP:Iteration 36Q (3495.260000 sec): 3 clusters
  Score: Raw -535187.081459 + Penalty 4080.380444 = -531106.701015
  nChanged 2
		SP:Iteration 37Q (3495.280000 sec): 3 clusters
  Score: Raw -535187.657510 + Penalty 4080.380444 = -531107.277067
  nChanged 2
		SP:Iteration 38Q (3495.290000 sec): 3 clusters
  Score: Raw -535188.147179 + Penalty 4080.380444 = -531107.766735
  nChanged 1
		SP:Iteration 39Q (3495.300000 sec): 3 clusters
  Score: Raw -535188.325544 + Penalty 4080.380444 = -531107.945100
  nChanged 0
		SP:Iteration 40F (3495.320000 sec): 3 clusters
  Score: Raw -535188.325544 + Penalty 4080.380444 = -531107.945100
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3495.320000 sec): 2 clusters
  Score: Raw -27239.942278 + Penalty 1352.919637 = -25887.022641
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3495.320000 sec): 3 clusters
  Score: Raw -27430.504619 + Penalty 2705.839273 = -24724.665346
  nChanged 34
		SP:Iteration 1F (3495.320000 sec): 3 clusters
  Score: Raw -27595.717535 + Penalty 2705.839273 = -24889.878262
  nChanged 9
		SP:Iteration 2Q (3495.330000 sec): 3 clusters
  Score: Raw -27652.306241 + Penalty 2705.839273 = -24946.466968
  nChanged 6
		SP:Iteration 3Q (3495.330000 sec): 3 clusters
  Score: Raw -27696.309533 + Penalty 2705.839273 = -24990.470260
  nChanged 4
		SP:Iteration 4Q (3495.330000 sec): 3 clusters
  Score: Raw -27727.513351 + Penalty 2705.839273 = -25021.674078
  nChanged 4
		SP:Iteration 5Q (3495.330000 sec): 3 clusters
  Score: Raw -27788.116136 + Penalty 2705.839273 = -25082.276862
  nChanged 6
		SP:Iteration 6Q (3495.330000 sec): 3 clusters
  Score: Raw -27858.677525 + Penalty 2705.839273 = -25152.838252
  nChanged 7
		SP:Iteration 7Q (3495.330000 sec): 3 clusters
  Score: Raw -27887.880016 + Penalty 2705.839273 = -25182.040743
  nChanged 4
		SP:Iteration 8Q (3495.330000 sec): 3 clusters
  Score: Raw -27903.923793 + Penalty 2705.839273 = -25198.084520
  nChanged 4
		SP:Iteration 9Q (3495.330000 sec): 3 clusters
  Score: Raw -27931.391665 + Penalty 2705.839273 = -25225.552392
  nChanged 4
		SP:Iteration 10Q (3495.330000 sec): 3 clusters
  Score: Raw -27952.616598 + Penalty 2705.839273 = -25246.777325
  nChanged 3
		SP:Iteration 11Q (3495.330000 sec): 3 clusters
  Score: Raw -27966.692760 + Penalty 2705.839273 = -25260.853487
  nChanged 1
		SP:Iteration 12Q (3495.340000 sec): 3 clusters
  Score: Raw -27970.203400 + Penalty 2705.839273 = -25264.364126
  nChanged 0
		SP:Iteration 13F (3495.340000 sec): 3 clusters
  Score: Raw -27970.746959 + Penalty 2705.839273 = -25264.907686
  nChanged 1
		SP:Iteration 14Q (3495.340000 sec): 3 clusters
  Score: Raw -27976.755456 + Penalty 2705.839273 = -25270.916183
  nChanged 1
		SP:Iteration 15Q (3495.340000 sec): 3 clusters
  Score: Raw -28018.494746 + Penalty 2705.839273 = -25312.655473
  nChanged 2
		SP:Iteration 16Q (3495.340000 sec): 3 clusters
  Score: Raw -28042.882298 + Penalty 2705.839273 = -25337.043025
  nChanged 4
		SP:Iteration 17Q (3495.340000 sec): 3 clusters
  Score: Raw -28122.233077 + Penalty 2705.839273 = -25416.393803
  nChanged 2
		SP:Iteration 18Q (3495.340000 sec): 3 clusters
  Score: Raw -28141.934667 + Penalty 2705.839273 = -25436.095394
  nChanged 2
		SP:Iteration 19Q (3495.340000 sec): 3 clusters
  Score: Raw -28160.883179 + Penalty 2705.839273 = -25455.043906
  nChanged 0
		SP:Iteration 20F (3495.340000 sec): 3 clusters
  Score: Raw -28160.883179 + Penalty 2705.839273 = -25455.043906
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (30932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3495.450000 sec): 2 clusters
  Score: Raw -4515613.196611 + Penalty 2564.207538 = -4513048.989073
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3495.560000 sec): 3 clusters
  Score: Raw -4497035.056717 + Penalty 5128.415077 = -4491906.641641
  nChanged 13959
		SP:Iteration 1F (3495.680000 sec): 3 clusters
  Score: Raw -4504667.602188 + Penalty 5128.415077 = -4499539.187112
  nChanged 1557
		SP:Iteration 2F (3495.790000 sec): 3 clusters
  Score: Raw -4505295.828434 + Penalty 5128.415077 = -4500167.413357
  nChanged 1502
		SP:Iteration 3Q (3495.910000 sec): 3 clusters
  Score: Raw -4506029.809894 + Penalty 5128.415077 = -4500901.394817
  nChanged 1573
		SP:Iteration 4F (3496.030000 sec): 3 clusters
  Score: Raw -4506895.243209 + Penalty 5128.415077 = -4501766.828132
  nChanged 1681
		SP:Iteration 5F (3496.150000 sec): 3 clusters
  Score: Raw -4507902.741103 + Penalty 5128.415077 = -4502774.326027
  nChanged 1727
		SP:Iteration 6F (3496.260000 sec): 3 clusters
  Score: Raw -4508920.344609 + Penalty 5128.415077 = -4503791.929532
  nChanged 1724
		SP:Iteration 7F (3496.370000 sec): 3 clusters
  Score: Raw -4509856.163092 + Penalty 5128.415077 = -4504727.748015
  nChanged 1637
		SP:Iteration 8F (3496.490000 sec): 3 clusters
  Score: Raw -4510704.120384 + Penalty 5128.415077 = -4505575.705307
  nChanged 1380
		SP:Iteration 9Q (3496.600000 sec): 3 clusters
  Score: Raw -4511289.402144 + Penalty 5128.415077 = -4506160.987067
  nChanged 1072
		SP:Iteration 10Q (3496.720000 sec): 3 clusters
  Score: Raw -4511665.086992 + Penalty 5128.415077 = -4506536.671915
  nChanged 839
		SP:Iteration 11Q (3496.830000 sec): 3 clusters
  Score: Raw -4511923.549989 + Penalty 5128.415077 = -4506795.134913
  nChanged 615
		SP:Iteration 12Q (3496.950000 sec): 3 clusters
  Score: Raw -4512088.948762 + Penalty 5128.415077 = -4506960.533686
  nChanged 511
		SP:Iteration 13Q (3497.060000 sec): 3 clusters
  Score: Raw -4512212.668483 + Penalty 5128.415077 = -4507084.253406
  nChanged 402
		SP:Iteration 14Q (3497.170000 sec): 3 clusters
  Score: Raw -4512309.048174 + Penalty 5128.415077 = -4507180.633097
  nChanged 337
		SP:Iteration 15Q (3497.290000 sec): 3 clusters
  Score: Raw -4512399.969655 + Penalty 5128.415077 = -4507271.554578
  nChanged 313
		SP:Iteration 16Q (3497.400000 sec): 3 clusters
  Score: Raw -4512478.519262 + Penalty 5128.415077 = -4507350.104185
  nChanged 285
		SP:Iteration 17Q (3497.510000 sec): 3 clusters
  Score: Raw -4512543.743270 + Penalty 5128.415077 = -4507415.328193
  nChanged 247
		SP:Iteration 18Q (3497.630000 sec): 3 clusters
  Score: Raw -4512588.374477 + Penalty 5128.415077 = -4507459.959400
  nChanged 213
		SP:Iteration 19Q (3497.740000 sec): 3 clusters
  Score: Raw -4512619.563049 + Penalty 5128.415077 = -4507491.147972
  nChanged 165
		SP:Iteration 20F (3497.860000 sec): 3 clusters
  Score: Raw -4512644.388129 + Penalty 5128.415077 = -4507515.973052
  nChanged 155
		SP:Iteration 21Q (3497.970000 sec): 3 clusters
  Score: Raw -4512667.688303 + Penalty 5128.415077 = -4507539.273227
  nChanged 149
		SP:Iteration 22Q (3498.090000 sec): 3 clusters
  Score: Raw -4512688.548813 + Penalty 5128.415077 = -4507560.133736
  nChanged 135
		SP:Iteration 23Q (3498.200000 sec): 3 clusters
  Score: Raw -4512709.837977 + Penalty 5128.415077 = -4507581.422900
  nChanged 141
		SP:Iteration 24Q (3498.310000 sec): 3 clusters
  Score: Raw -4512732.918893 + Penalty 5128.415077 = -4507604.503816
  nChanged 141
		SP:Iteration 25Q (3498.430000 sec): 3 clusters
  Score: Raw -4512755.819892 + Penalty 5128.415077 = -4507627.404815
  nChanged 149
		SP:Iteration 26Q (3498.550000 sec): 3 clusters
  Score: Raw -4512782.546231 + Penalty 5128.415077 = -4507654.131155
  nChanged 146
		SP:Iteration 27Q (3498.660000 sec): 3 clusters
  Score: Raw -4512811.967353 + Penalty 5128.415077 = -4507683.552276
  nChanged 157
		SP:Iteration 28Q (3498.770000 sec): 3 clusters
  Score: Raw -4512840.928580 + Penalty 5128.415077 = -4507712.513503
  nChanged 159
		SP:Iteration 29Q (3498.890000 sec): 3 clusters
  Score: Raw -4512866.780914 + Penalty 5128.415077 = -4507738.365837
  nChanged 154
		SP:Iteration 30Q (3499.000000 sec): 3 clusters
  Score: Raw -4512888.606173 + Penalty 5128.415077 = -4507760.191096
  nChanged 111
		SP:Iteration 31Q (3499.110000 sec): 3 clusters
  Score: Raw -4512901.909881 + Penalty 5128.415077 = -4507773.494805
  nChanged 117
		SP:Iteration 32Q (3499.230000 sec): 3 clusters
  Score: Raw -4512914.577123 + Penalty 5128.415077 = -4507786.162046
  nChanged 101
		SP:Iteration 33Q (3499.340000 sec): 3 clusters
  Score: Raw -4512925.978640 + Penalty 5128.415077 = -4507797.563564
  nChanged 106
		SP:Iteration 34Q (3499.450000 sec): 3 clusters
  Score: Raw -4512938.088433 + Penalty 5128.415077 = -4507809.673356
  nChanged 107
		SP:Iteration 35Q (3499.570000 sec): 3 clusters
  Score: Raw -4512949.409526 + Penalty 5128.415077 = -4507820.994449
  nChanged 105
		SP:Iteration 36Q (3499.680000 sec): 3 clusters
  Score: Raw -4512959.966686 + Penalty 5128.415077 = -4507831.551609
  nChanged 113
		SP:Iteration 37Q (3499.790000 sec): 3 clusters
  Score: Raw -4512972.400492 + Penalty 5128.415077 = -4507843.985416
  nChanged 122
		SP:Iteration 38Q (3499.910000 sec): 3 clusters
  Score: Raw -4512986.035205 + Penalty 5128.415077 = -4507857.620128
  nChanged 130
		SP:Iteration 39Q (3500.020000 sec): 3 clusters
  Score: Raw -4513001.135163 + Penalty 5128.415077 = -4507872.720087
  nChanged 145
		SP:Iteration 40F (3500.130000 sec): 3 clusters
  Score: Raw -4513017.370742 + Penalty 5128.415077 = -4507888.955666
  nChanged 143
		SP:Iteration 41Q (3500.250000 sec): 3 clusters
  Score: Raw -4513034.952572 + Penalty 5128.415077 = -4507906.537495
  nChanged 141
		SP:Iteration 42Q (3500.370000 sec): 3 clusters
  Score: Raw -4513052.834346 + Penalty 5128.415077 = -4507924.419270
  nChanged 134
		SP:Iteration 43Q (3500.480000 sec): 3 clusters
  Score: Raw -4513067.827134 + Penalty 5128.415077 = -4507939.412057
  nChanged 140
		SP:Iteration 44Q (3500.590000 sec): 3 clusters
  Score: Raw -4513084.991961 + Penalty 5128.415077 = -4507956.576885
  nChanged 156
		SP:Iteration 45Q (3500.710000 sec): 3 clusters
  Score: Raw -4513106.054160 + Penalty 5128.415077 = -4507977.639084
  nChanged 173
		SP:Iteration 46Q (3500.820000 sec): 3 clusters
  Score: Raw -4513131.070251 + Penalty 5128.415077 = -4508002.655174
  nChanged 165
		SP:Iteration 47Q (3500.930000 sec): 3 clusters
  Score: Raw -4513155.825232 + Penalty 5128.415077 = -4508027.410156
  nChanged 168
		SP:Iteration 48Q (3501.050000 sec): 3 clusters
  Score: Raw -4513181.713989 + Penalty 5128.415077 = -4508053.298913
  nChanged 189
		SP:Iteration 49Q (3501.170000 sec): 3 clusters
  Score: Raw -4513210.687242 + Penalty 5128.415077 = -4508082.272165
  nChanged 191
		SP:Iteration 50Q (3501.280000 sec): 3 clusters
  Score: Raw -4513241.337849 + Penalty 5128.415077 = -4508112.922773
  nChanged 203
		SP:Iteration 51Q (3501.390000 sec): 3 clusters
  Score: Raw -4513277.973030 + Penalty 5128.415077 = -4508149.557953
  nChanged 246
		SP:Iteration 52Q (3501.510000 sec): 3 clusters
  Score: Raw -4513326.006536 + Penalty 5128.415077 = -4508197.591459
  nChanged 292
		SP:Iteration 53Q (3501.620000 sec): 3 clusters
  Score: Raw -4513394.911454 + Penalty 5128.415077 = -4508266.496378
  nChanged 342
		SP:Iteration 54Q (3501.740000 sec): 3 clusters
  Score: Raw -4513482.344537 + Penalty 5128.415077 = -4508353.929461
  nChanged 388
		SP:Iteration 55Q (3501.850000 sec): 3 clusters
  Score: Raw -4513592.817540 + Penalty 5128.415077 = -4508464.402464
  nChanged 408
		SP:Iteration 56Q (3501.960000 sec): 3 clusters
  Score: Raw -4513718.072979 + Penalty 5128.415077 = -4508589.657902
  nChanged 430
		SP:Iteration 57Q (3502.080000 sec): 3 clusters
  Score: Raw -4513870.634345 + Penalty 5128.415077 = -4508742.219268
  nChanged 439
		SP:Iteration 58Q (3502.190000 sec): 3 clusters
  Score: Raw -4514055.632843 + Penalty 5128.415077 = -4508927.217766
  nChanged 533
		SP:Iteration 59Q (3502.300000 sec): 3 clusters
  Score: Raw -4514351.556912 + Penalty 5128.415077 = -4509223.141835
  nChanged 556
		SP:Iteration 60F (3502.420000 sec): 3 clusters
  Score: Raw -4514786.507611 + Penalty 5128.415077 = -4509658.092534
  nChanged 606
		SP:Iteration 61Q (3502.530000 sec): 3 clusters
  Score: Raw -4515508.250233 + Penalty 5128.415077 = -4510379.835156
  nChanged 424
		SP:Iteration 62Q (3502.630000 sec): 3 clusters
  Score: Raw -4516054.430366 + Penalty 5128.415077 = -4510926.015290
  nChanged 329
		SP:Iteration 63Q (3502.730000 sec): 3 clusters
  Score: Raw -4516329.026877 + Penalty 5128.415077 = -4511200.611800
  nChanged 252
		SP:Iteration 64Q (3502.830000 sec): 3 clusters
  Score: Raw -4516464.164222 + Penalty 5128.415077 = -4511335.749146
  nChanged 164
		SP:Iteration 65Q (3502.920000 sec): 3 clusters
  Score: Raw -4516531.803511 + Penalty 5128.415077 = -4511403.388434
  nChanged 145
		SP:Iteration 66Q (3503.010000 sec): 3 clusters
  Score: Raw -4516580.765057 + Penalty 5128.415077 = -4511452.349980
  nChanged 116
		SP:Iteration 67Q (3503.100000 sec): 3 clusters
  Score: Raw -4516618.250250 + Penalty 5128.415077 = -4511489.835173
  nChanged 91
		SP:Iteration 68Q (3503.190000 sec): 3 clusters
  Score: Raw -4516645.949801 + Penalty 5128.415077 = -4511517.534724
  nChanged 65
		SP:Iteration 69Q (3503.280000 sec): 3 clusters
  Score: Raw -4516661.870453 + Penalty 5128.415077 = -4511533.455376
  nChanged 39
		SP:Iteration 70Q (3503.370000 sec): 3 clusters
  Score: Raw -4516671.246946 + Penalty 5128.415077 = -4511542.831869
  nChanged 40
		SP:Iteration 71Q (3503.460000 sec): 3 clusters
  Score: Raw -4516681.181229 + Penalty 5128.415077 = -4511552.766153
  nChanged 36
		SP:Iteration 72Q (3503.550000 sec): 3 clusters
  Score: Raw -4516688.559816 + Penalty 5128.415077 = -4511560.144739
  nChanged 29
		SP:Iteration 73Q (3503.640000 sec): 3 clusters
  Score: Raw -4516693.594634 + Penalty 5128.415077 = -4511565.179558
  nChanged 21
		SP:Iteration 74Q (3503.730000 sec): 3 clusters
  Score: Raw -4516697.465271 + Penalty 5128.415077 = -4511569.050194
  nChanged 21
		SP:Iteration 75Q (3503.810000 sec): 3 clusters
  Score: Raw -4516701.531499 + Penalty 5128.415077 = -4511573.116422
  nChanged 15
		SP:Iteration 76Q (3503.900000 sec): 3 clusters
  Score: Raw -4516703.238041 + Penalty 5128.415077 = -4511574.822964
  nChanged 9
		SP:Iteration 77Q (3503.990000 sec): 3 clusters
  Score: Raw -4516704.829002 + Penalty 5128.415077 = -4511576.413925
  nChanged 10
		SP:Iteration 78Q (3504.080000 sec): 3 clusters
  Score: Raw -4516707.003528 + Penalty 5128.415077 = -4511578.588451
  nChanged 11
		SP:Iteration 79Q (3504.170000 sec): 3 clusters
  Score: Raw -4516709.188541 + Penalty 5128.415077 = -4511580.773464
  nChanged 13
		SP:Iteration 80F (3504.280000 sec): 3 clusters
  Score: Raw -4516711.777273 + Penalty 5128.415077 = -4511583.362197
  nChanged 21
		SP:Iteration 81Q (3504.370000 sec): 3 clusters
  Score: Raw -4516716.348567 + Penalty 5128.415077 = -4511587.933490
  nChanged 20
		SP:Iteration 82Q (3504.460000 sec): 3 clusters
  Score: Raw -4516720.970894 + Penalty 5128.415077 = -4511592.555817
  nChanged 15
		SP:Iteration 83Q (3504.550000 sec): 3 clusters
  Score: Raw -4516723.326798 + Penalty 5128.415077 = -4511594.911721
  nChanged 13
		SP:Iteration 84Q (3504.630000 sec): 3 clusters
  Score: Raw -4516725.571359 + Penalty 5128.415077 = -4511597.156282
  nChanged 8
		SP:Iteration 85Q (3504.730000 sec): 3 clusters
  Score: Raw -4516726.928192 + Penalty 5128.415077 = -4511598.513115
  nChanged 9
		SP:Iteration 86Q (3504.810000 sec): 3 clusters
  Score: Raw -4516728.492613 + Penalty 5128.415077 = -4511600.077536
  nChanged 12
		SP:Iteration 87Q (3504.900000 sec): 3 clusters
  Score: Raw -4516730.763428 + Penalty 5128.415077 = -4511602.348351
  nChanged 14
		SP:Iteration 88Q (3504.990000 sec): 3 clusters
  Score: Raw -4516733.357804 + Penalty 5128.415077 = -4511604.942727
  nChanged 11
		SP:Iteration 89Q (3505.080000 sec): 3 clusters
  Score: Raw -4516735.475113 + Penalty 5128.415077 = -4511607.060037
  nChanged 17
		SP:Iteration 90Q (3505.170000 sec): 3 clusters
  Score: Raw -4516738.574538 + Penalty 5128.415077 = -4511610.159461
  nChanged 15
		SP:Iteration 91Q (3505.260000 sec): 3 clusters
  Score: Raw -4516741.562490 + Penalty 5128.415077 = -4511613.147413
  nChanged 7
		SP:Iteration 92Q (3505.340000 sec): 3 clusters
  Score: Raw -4516742.703125 + Penalty 5128.415077 = -4511614.288048
  nChanged 8
		SP:Iteration 93Q (3505.430000 sec): 3 clusters
  Score: Raw -4516744.173487 + Penalty 5128.415077 = -4511615.758410
  nChanged 7
		SP:Iteration 94Q (3505.520000 sec): 3 clusters
  Score: Raw -4516745.641447 + Penalty 5128.415077 = -4511617.226370
  nChanged 8
		SP:Iteration 95Q (3505.600000 sec): 3 clusters
  Score: Raw -4516746.830187 + Penalty 5128.415077 = -4511618.415110
  nChanged 5
		SP:Iteration 96Q (3505.690000 sec): 3 clusters
  Score: Raw -4516747.605149 + Penalty 5128.415077 = -4511619.190073
  nChanged 4
		SP:Iteration 97Q (3505.780000 sec): 3 clusters
  Score: Raw -4516748.424346 + Penalty 5128.415077 = -4511620.009269
  nChanged 2
		SP:Iteration 98Q (3505.870000 sec): 3 clusters
  Score: Raw -4516748.579806 + Penalty 5128.415077 = -4511620.164730
  nChanged 0
		SP:Iteration 99F (3505.980000 sec): 3 clusters
  Score: Raw -4516748.579806 + Penalty 5128.415077 = -4511620.164730
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3505.990000 sec): 2 clusters
  Score: Raw -32701.428481 + Penalty 1345.387604 = -31356.040876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3505.990000 sec): 3 clusters
  Score: Raw -33213.393600 + Penalty 2690.775209 = -30522.618392
  nChanged 39
		SP:Iteration 1F (3505.990000 sec): 3 clusters
  Score: Raw -33416.206491 + Penalty 2690.775209 = -30725.431282
  nChanged 18
		SP:Iteration 2F (3505.990000 sec): 3 clusters
  Score: Raw -33503.259242 + Penalty 2690.775209 = -30812.484033
  nChanged 8
		SP:Iteration 3Q (3505.990000 sec): 3 clusters
  Score: Raw -33611.126575 + Penalty 2690.775209 = -30920.351367
  nChanged 5
		SP:Iteration 4Q (3506.000000 sec): 3 clusters
  Score: Raw -33665.492855 + Penalty 2690.775209 = -30974.717647
  nChanged 3
		SP:Iteration 5Q (3506.000000 sec): 3 clusters
  Score: Raw -33739.002657 + Penalty 2690.775209 = -31048.227448
  nChanged 0
		SP:Iteration 6F (3506.000000 sec): 3 clusters
  Score: Raw -33739.002657 + Penalty 2690.775209 = -31048.227448
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 23 (608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.000000 sec): 2 clusters
  Score: Raw -81594.403659 + Penalty 1589.723371 = -80004.680288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3506.010000 sec): 3 clusters
  Score: Raw -81595.408288 + Penalty 3179.446741 = -78415.961546
  nChanged 123
		SP:Iteration 1F (3506.010000 sec): 3 clusters
  Score: Raw -81811.106173 + Penalty 3179.446741 = -78631.659431
  nChanged 26
		SP:Iteration 2Q (3506.010000 sec): 3 clusters
  Score: Raw -81882.378766 + Penalty 3179.446741 = -78702.932024
  nChanged 15
		SP:Iteration 3Q (3506.010000 sec): 3 clusters
  Score: Raw -81912.430906 + Penalty 3179.446741 = -78732.984165
  nChanged 9
		SP:Iteration 4Q (3506.010000 sec): 3 clusters
  Score: Raw -81929.914218 + Penalty 3179.446741 = -78750.467477
  nChanged 8
		SP:Iteration 5Q (3506.010000 sec): 3 clusters
  Score: Raw -81942.595795 + Penalty 3179.446741 = -78763.149053
  nChanged 6
		SP:Iteration 6Q (3506.020000 sec): 3 clusters
  Score: Raw -81949.917834 + Penalty 3179.446741 = -78770.471092
  nChanged 2
		SP:Iteration 7Q (3506.020000 sec): 3 clusters
  Score: Raw -81953.617377 + Penalty 3179.446741 = -78774.170636
  nChanged 1
		SP:Iteration 8Q (3506.020000 sec): 3 clusters
  Score: Raw -81957.008788 + Penalty 3179.446741 = -78777.562046
  nChanged 1
		SP:Iteration 9Q (3506.020000 sec): 3 clusters
  Score: Raw -81958.365739 + Penalty 3179.446741 = -78778.918997
  nChanged 1
		SP:Iteration 10Q (3506.030000 sec): 3 clusters
  Score: Raw -81963.859269 + Penalty 3179.446741 = -78784.412527
  nChanged 4
		SP:Iteration 11Q (3506.030000 sec): 3 clusters
  Score: Raw -81972.604563 + Penalty 3179.446741 = -78793.157822
  nChanged 3
		SP:Iteration 12Q (3506.030000 sec): 3 clusters
  Score: Raw -81981.791416 + Penalty 3179.446741 = -78802.344674
  nChanged 5
		SP:Iteration 13Q (3506.030000 sec): 3 clusters
  Score: Raw -81995.534638 + Penalty 3179.446741 = -78816.087896
  nChanged 6
		SP:Iteration 14Q (3506.030000 sec): 3 clusters
  Score: Raw -82010.293789 + Penalty 3179.446741 = -78830.847047
  nChanged 7
		SP:Iteration 15Q (3506.040000 sec): 3 clusters
  Score: Raw -82024.950957 + Penalty 3179.446741 = -78845.504215
  nChanged 3
		SP:Iteration 16Q (3506.040000 sec): 3 clusters
  Score: Raw -82030.698960 + Penalty 3179.446741 = -78851.252219
  nChanged 1
		SP:Iteration 17Q (3506.040000 sec): 3 clusters
  Score: Raw -82032.407954 + Penalty 3179.446741 = -78852.961213
  nChanged 0
		SP:Iteration 18F (3506.040000 sec): 3 clusters
  Score: Raw -82032.407954 + Penalty 3179.446741 = -78852.961213
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.050000 sec): 2 clusters
  Score: Raw -257351.790429 + Penalty 1857.789723 = -255494.000706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3506.060000 sec): 3 clusters
  Score: Raw -256710.368796 + Penalty 3715.579446 = -252994.789350
  nChanged 543
		SP:Iteration 1F (3506.070000 sec): 3 clusters
  Score: Raw -257112.280154 + Penalty 3715.579446 = -253396.700708
  nChanged 114
		SP:Iteration 2F (3506.070000 sec): 3 clusters
  Score: Raw -257214.868777 + Penalty 3715.579446 = -253499.289330
  nChanged 69
		SP:Iteration 3Q (3506.080000 sec): 3 clusters
  Score: Raw -257264.404490 + Penalty 3715.579446 = -253548.825044
  nChanged 40
		SP:Iteration 4Q (3506.080000 sec): 3 clusters
  Score: Raw -257296.602308 + Penalty 3715.579446 = -253581.022862
  nChanged 33
		SP:Iteration 5Q (3506.090000 sec): 3 clusters
  Score: Raw -257327.430312 + Penalty 3715.579446 = -253611.850865
  nChanged 26
		SP:Iteration 6Q (3506.100000 sec): 3 clusters
  Score: Raw -257344.697808 + Penalty 3715.579446 = -253629.118362
  nChanged 21
		SP:Iteration 7Q (3506.100000 sec): 3 clusters
  Score: Raw -257359.560384 + Penalty 3715.579446 = -253643.980938
  nChanged 18
		SP:Iteration 8Q (3506.110000 sec): 3 clusters
  Score: Raw -257374.790280 + Penalty 3715.579446 = -253659.210833
  nChanged 18
		SP:Iteration 9Q (3506.110000 sec): 3 clusters
  Score: Raw -257386.417682 + Penalty 3715.579446 = -253670.838235
  nChanged 13
		SP:Iteration 10Q (3506.120000 sec): 3 clusters
  Score: Raw -257396.229732 + Penalty 3715.579446 = -253680.650286
  nChanged 9
		SP:Iteration 11Q (3506.130000 sec): 3 clusters
  Score: Raw -257405.952630 + Penalty 3715.579446 = -253690.373184
  nChanged 9
		SP:Iteration 12Q (3506.130000 sec): 3 clusters
  Score: Raw -257411.208475 + Penalty 3715.579446 = -253695.629029
  nChanged 8
		SP:Iteration 13Q (3506.140000 sec): 3 clusters
  Score: Raw -257414.908881 + Penalty 3715.579446 = -253699.329435
  nChanged 7
		SP:Iteration 14Q (3506.150000 sec): 3 clusters
  Score: Raw -257421.033115 + Penalty 3715.579446 = -253705.453669
  nChanged 4
		SP:Iteration 15Q (3506.150000 sec): 3 clusters
  Score: Raw -257424.097084 + Penalty 3715.579446 = -253708.517638
  nChanged 4
		SP:Iteration 16Q (3506.160000 sec): 3 clusters
  Score: Raw -257425.587844 + Penalty 3715.579446 = -253710.008398
  nChanged 4
		SP:Iteration 17Q (3506.170000 sec): 3 clusters
  Score: Raw -257427.811350 + Penalty 3715.579446 = -253712.231904
  nChanged 3
		SP:Iteration 18Q (3506.170000 sec): 3 clusters
  Score: Raw -257430.634980 + Penalty 3715.579446 = -253715.055534
  nChanged 3
		SP:Iteration 19Q (3506.180000 sec): 3 clusters
  Score: Raw -257432.776831 + Penalty 3715.579446 = -253717.197385
  nChanged 4
		SP:Iteration 20F (3506.190000 sec): 3 clusters
  Score: Raw -257436.179748 + Penalty 3715.579446 = -253720.600301
  nChanged 9
		SP:Iteration 21Q (3506.190000 sec): 3 clusters
  Score: Raw -257442.983933 + Penalty 3715.579446 = -253727.404486
  nChanged 11
		SP:Iteration 22Q (3506.200000 sec): 3 clusters
  Score: Raw -257448.053723 + Penalty 3715.579446 = -253732.474277
  nChanged 3
		SP:Iteration 23Q (3506.210000 sec): 3 clusters
  Score: Raw -257449.514683 + Penalty 3715.579446 = -253733.935236
  nChanged 3
		SP:Iteration 24Q (3506.210000 sec): 3 clusters
  Score: Raw -257450.886082 + Penalty 3715.579446 = -253735.306636
  nChanged 2
		SP:Iteration 25Q (3506.220000 sec): 3 clusters
  Score: Raw -257451.567220 + Penalty 3715.579446 = -253735.987773
  nChanged 1
		SP:Iteration 26Q (3506.230000 sec): 3 clusters
  Score: Raw -257451.692958 + Penalty 3715.579446 = -253736.113511
  nChanged 0
		SP:Iteration 27F (3506.230000 sec): 3 clusters
  Score: Raw -257451.692958 + Penalty 3715.579446 = -253736.113511
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.230000 sec): 2 clusters
  Score: Raw -14092.726968 + Penalty 1232.513698 = -12860.213270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3506.230000 sec): 3 clusters
  Score: Raw -14592.446370 + Penalty 2465.027397 = -12127.418973
  nChanged 14
		SP:Iteration 1F (3506.230000 sec): 3 clusters
  Score: Raw -14745.681726 + Penalty 2465.027397 = -12280.654329
  nChanged 3
		SP:Iteration 2Q (3506.240000 sec): 3 clusters
  Score: Raw -14771.487884 + Penalty 2465.027397 = -12306.460487
  nChanged 1
		SP:Iteration 3Q (3506.240000 sec): 3 clusters
  Score: Raw -14789.577018 + Penalty 2465.027397 = -12324.549622
  nChanged 0
		SP:Iteration 4F (3506.240000 sec): 3 clusters
  Score: Raw -14789.577018 + Penalty 2465.027397 = -12324.549622
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.240000 sec): 2 clusters
  Score: Raw -51116.540451 + Penalty 1468.551448 = -49647.989003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3506.240000 sec): 3 clusters
  Score: Raw -51201.696368 + Penalty 2937.102896 = -48264.593472
  nChanged 45
		SP:Iteration 1F (3506.250000 sec): 3 clusters
  Score: Raw -51341.637066 + Penalty 2937.102896 = -48404.534170
  nChanged 18
		SP:Iteration 2Q (3506.250000 sec): 3 clusters
  Score: Raw -51414.084325 + Penalty 2937.102896 = -48476.981428
  nChanged 6
		SP:Iteration 3Q (3506.250000 sec): 3 clusters
  Score: Raw -51455.753503 + Penalty 2937.102896 = -48518.650607
  nChanged 6
		SP:Iteration 4Q (3506.250000 sec): 3 clusters
  Score: Raw -51477.897718 + Penalty 2937.102896 = -48540.794821
  nChanged 5
		SP:Iteration 5Q (3506.250000 sec): 3 clusters
  Score: Raw -51496.003237 + Penalty 2937.102896 = -48558.900341
  nChanged 3
		SP:Iteration 6Q (3506.250000 sec): 3 clusters
  Score: Raw -51505.243390 + Penalty 2937.102896 = -48568.140494
  nChanged 1
		SP:Iteration 7Q (3506.250000 sec): 3 clusters
  Score: Raw -51508.987904 + Penalty 2937.102896 = -48571.885008
  nChanged 1
		SP:Iteration 8Q (3506.250000 sec): 3 clusters
  Score: Raw -51512.052327 + Penalty 2937.102896 = -48574.949431
  nChanged 1
		SP:Iteration 9Q (3506.250000 sec): 3 clusters
  Score: Raw -51512.972637 + Penalty 2937.102896 = -48575.869741
  nChanged 1
		SP:Iteration 10Q (3506.250000 sec): 3 clusters
  Score: Raw -51515.811167 + Penalty 2937.102896 = -48578.708271
  nChanged 1
		SP:Iteration 11Q (3506.260000 sec): 3 clusters
  Score: Raw -51519.907214 + Penalty 2937.102896 = -48582.804318
  nChanged 0
		SP:Iteration 12F (3506.260000 sec): 3 clusters
  Score: Raw -51519.907214 + Penalty 2937.102896 = -48582.804318
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (141251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.750000 sec): 2 clusters
  Score: Raw -20514292.578996 + Penalty 2940.856845 = -20511351.722151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3507.290000 sec): 3 clusters
  Score: Raw -20422566.434940 + Penalty 5881.713689 = -20416684.721250
  nChanged 67533
		SP:Iteration 1F (3507.830000 sec): 3 clusters
  Score: Raw -20462165.612337 + Penalty 5881.713689 = -20456283.898648
  nChanged 4922
		SP:Iteration 2Q (3508.370000 sec): 3 clusters
  Score: Raw -20463540.663758 + Penalty 5881.713689 = -20457658.950068
  nChanged 5397
		SP:Iteration 3Q (3508.930000 sec): 3 clusters
  Score: Raw -20465309.651595 + Penalty 5881.713689 = -20459427.937906
  nChanged 6090
		SP:Iteration 4Q (3509.480000 sec): 3 clusters
  Score: Raw -20467684.734921 + Penalty 5881.713689 = -20461803.021231
  nChanged 7092
		SP:Iteration 5F (3510.020000 sec): 3 clusters
  Score: Raw -20470780.456854 + Penalty 5881.713689 = -20464898.743165
  nChanged 7866
		SP:Iteration 6F (3510.550000 sec): 3 clusters
  Score: Raw -20474619.770995 + Penalty 5881.713689 = -20468738.057305
  nChanged 8269
		SP:Iteration 7F (3511.090000 sec): 3 clusters
  Score: Raw -20478938.030408 + Penalty 5881.713689 = -20473056.316719
  nChanged 8009
		SP:Iteration 8F (3511.630000 sec): 3 clusters
  Score: Raw -20483233.622133 + Penalty 5881.713689 = -20477351.908444
  nChanged 7244
		SP:Iteration 9F (3512.160000 sec): 3 clusters
  Score: Raw -20487372.724520 + Penalty 5881.713689 = -20481491.010831
  nChanged 6378
		SP:Iteration 10Q (3512.710000 sec): 3 clusters
  Score: Raw -20491473.941247 + Penalty 5881.713689 = -20485592.227558
  nChanged 5559
		SP:Iteration 11Q (3513.250000 sec): 3 clusters
  Score: Raw -20495246.550241 + Penalty 5881.713689 = -20489364.836551
  nChanged 4829
		SP:Iteration 12Q (3513.770000 sec): 3 clusters
  Score: Raw -20498356.756677 + Penalty 5881.713689 = -20492475.042988
  nChanged 3893
		SP:Iteration 13Q (3514.290000 sec): 3 clusters
  Score: Raw -20500555.387493 + Penalty 5881.713689 = -20494673.673803
  nChanged 3154
		SP:Iteration 14Q (3514.790000 sec): 3 clusters
  Score: Raw -20502023.376857 + Penalty 5881.713689 = -20496141.663168
  nChanged 2551
		SP:Iteration 15Q (3515.280000 sec): 3 clusters
  Score: Raw -20503105.018074 + Penalty 5881.713689 = -20497223.304384
  nChanged 2383
		SP:Iteration 16Q (3515.750000 sec): 3 clusters
  Score: Raw -20504056.510288 + Penalty 5881.713689 = -20498174.796599
  nChanged 2291
		SP:Iteration 17Q (3516.230000 sec): 3 clusters
  Score: Raw -20504986.485109 + Penalty 5881.713689 = -20499104.771419
  nChanged 2267
		SP:Iteration 18Q (3516.690000 sec): 3 clusters
  Score: Raw -20505933.971509 + Penalty 5881.713689 = -20500052.257819
  nChanged 2240
		SP:Iteration 19Q (3517.150000 sec): 3 clusters
  Score: Raw -20506900.408232 + Penalty 5881.713689 = -20501018.694543
  nChanged 2151
		SP:Iteration 20F (3517.690000 sec): 3 clusters
  Score: Raw -20507831.968452 + Penalty 5881.713689 = -20501950.254763
  nChanged 2015
		SP:Iteration 21Q (3518.140000 sec): 3 clusters
  Score: Raw -20508693.608960 + Penalty 5881.713689 = -20502811.895271
  nChanged 1828
		SP:Iteration 22Q (3518.580000 sec): 3 clusters
  Score: Raw -20509478.439197 + Penalty 5881.713689 = -20503596.725507
  nChanged 1726
		SP:Iteration 23Q (3519.020000 sec): 3 clusters
  Score: Raw -20510225.763633 + Penalty 5881.713689 = -20504344.049944
  nChanged 1533
		SP:Iteration 24Q (3519.450000 sec): 3 clusters
  Score: Raw -20510900.335977 + Penalty 5881.713689 = -20505018.622288
  nChanged 1468
		SP:Iteration 25Q (3519.880000 sec): 3 clusters
  Score: Raw -20511572.855425 + Penalty 5881.713689 = -20505691.141735
  nChanged 1315
		SP:Iteration 26Q (3520.290000 sec): 3 clusters
  Score: Raw -20512185.066589 + Penalty 5881.713689 = -20506303.352900
  nChanged 1110
		SP:Iteration 27Q (3520.710000 sec): 3 clusters
  Score: Raw -20512694.389851 + Penalty 5881.713689 = -20506812.676162
  nChanged 962
		SP:Iteration 28Q (3521.120000 sec): 3 clusters
  Score: Raw -20513132.461933 + Penalty 5881.713689 = -20507250.748244
  nChanged 835
		SP:Iteration 29Q (3521.530000 sec): 3 clusters
  Score: Raw -20513535.171201 + Penalty 5881.713689 = -20507653.457511
  nChanged 674
		SP:Iteration 30Q (3521.930000 sec): 3 clusters
  Score: Raw -20513859.472055 + Penalty 5881.713689 = -20507977.758365
  nChanged 518
		SP:Iteration 31Q (3522.330000 sec): 3 clusters
  Score: Raw -20514098.272292 + Penalty 5881.713689 = -20508216.558602
  nChanged 391
		SP:Iteration 32Q (3522.730000 sec): 3 clusters
  Score: Raw -20514281.820860 + Penalty 5881.713689 = -20508400.107171
  nChanged 321
		SP:Iteration 33Q (3523.120000 sec): 3 clusters
  Score: Raw -20514437.866830 + Penalty 5881.713689 = -20508556.153140
  nChanged 228
		SP:Iteration 34Q (3523.510000 sec): 3 clusters
  Score: Raw -20514551.195677 + Penalty 5881.713689 = -20508669.481988
  nChanged 186
		SP:Iteration 35Q (3523.900000 sec): 3 clusters
  Score: Raw -20514644.277665 + Penalty 5881.713689 = -20508762.563975
  nChanged 134
		SP:Iteration 36Q (3524.290000 sec): 3 clusters
  Score: Raw -20514707.017359 + Penalty 5881.713689 = -20508825.303669
  nChanged 98
		SP:Iteration 37Q (3524.680000 sec): 3 clusters
  Score: Raw -20514746.558186 + Penalty 5881.713689 = -20508864.844496
  nChanged 66
		SP:Iteration 38Q (3525.070000 sec): 3 clusters
  Score: Raw -20514774.142902 + Penalty 5881.713689 = -20508892.429213
  nChanged 56
		SP:Iteration 39Q (3525.460000 sec): 3 clusters
  Score: Raw -20514796.193949 + Penalty 5881.713689 = -20508914.480260
  nChanged 40
		SP:Iteration 40F (3525.980000 sec): 3 clusters
  Score: Raw -20514810.658393 + Penalty 5881.713689 = -20508928.944704
  nChanged 29
		SP:Iteration 41Q (3526.370000 sec): 3 clusters
  Score: Raw -20514823.722664 + Penalty 5881.713689 = -20508942.008974
  nChanged 32
		SP:Iteration 42Q (3526.760000 sec): 3 clusters
  Score: Raw -20514836.950547 + Penalty 5881.713689 = -20508955.236858
  nChanged 26
		SP:Iteration 43Q (3527.140000 sec): 3 clusters
  Score: Raw -20514846.077998 + Penalty 5881.713689 = -20508964.364309
  nChanged 20
		SP:Iteration 44Q (3527.530000 sec): 3 clusters
  Score: Raw -20514852.972603 + Penalty 5881.713689 = -20508971.258914
  nChanged 19
		SP:Iteration 45Q (3527.920000 sec): 3 clusters
  Score: Raw -20514858.463965 + Penalty 5881.713689 = -20508976.750276
  nChanged 15
		SP:Iteration 46Q (3528.310000 sec): 3 clusters
  Score: Raw -20514862.104514 + Penalty 5881.713689 = -20508980.390824
  nChanged 11
		SP:Iteration 47Q (3528.690000 sec): 3 clusters
  Score: Raw -20514865.782674 + Penalty 5881.713689 = -20508984.068984
  nChanged 6
		SP:Iteration 48Q (3529.080000 sec): 3 clusters
  Score: Raw -20514867.375164 + Penalty 5881.713689 = -20508985.661474
  nChanged 2
		SP:Iteration 49Q (3529.460000 sec): 3 clusters
  Score: Raw -20514867.892136 + Penalty 5881.713689 = -20508986.178447
  nChanged 1
		SP:Iteration 50Q (3529.850000 sec): 3 clusters
  Score: Raw -20514868.137742 + Penalty 5881.713689 = -20508986.424053
  nChanged 0
		SP:Iteration 51F (3530.380000 sec): 3 clusters
  Score: Raw -20514868.137742 + Penalty 5881.713689 = -20508986.424053
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3530.440000 sec): 2 clusters
  Score: Raw -19667.259116 + Penalty 1308.972435 = -18358.286681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3530.440000 sec): 3 clusters
  Score: Raw -20091.676471 + Penalty 2617.944871 = -17473.731600
  nChanged 28
		SP:Iteration 1F (3530.440000 sec): 3 clusters
  Score: Raw -20337.807188 + Penalty 2617.944871 = -17719.862317
  nChanged 4
		SP:Iteration 2Q (3530.450000 sec): 3 clusters
  Score: Raw -20373.386797 + Penalty 2617.944871 = -17755.441927
  nChanged 3
		SP:Iteration 3Q (3530.450000 sec): 3 clusters
  Score: Raw -20391.913147 + Penalty 2617.944871 = -17773.968276
  nChanged 4
		SP:Iteration 4Q (3530.450000 sec): 3 clusters
  Score: Raw -20424.397190 + Penalty 2617.944871 = -17806.452319
  nChanged 3
		SP:Iteration 5Q (3530.450000 sec): 3 clusters
  Score: Raw -20441.739449 + Penalty 2617.944871 = -17823.794578
  nChanged 0
		SP:Iteration 6F (3530.450000 sec): 3 clusters
  Score: Raw -20441.739449 + Penalty 2617.944871 = -17823.794578
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 29 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3530.450000 sec): 2 clusters
  Score: Raw -74196.170923 + Penalty 1539.730326 = -72656.440597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3530.460000 sec): 3 clusters
  Score: Raw -74209.912601 + Penalty 3079.460653 = -71130.451948
  nChanged 85
		SP:Iteration 1F (3530.460000 sec): 3 clusters
  Score: Raw -74369.226895 + Penalty 3079.460653 = -71289.766242
  nChanged 27
		SP:Iteration 2F (3530.460000 sec): 3 clusters
  Score: Raw -74437.179510 + Penalty 3079.460653 = -71357.718857
  nChanged 8
		SP:Iteration 3Q (3530.460000 sec): 3 clusters
  Score: Raw -74453.054988 + Penalty 3079.460653 = -71373.594335
  nChanged 4
		SP:Iteration 4Q (3530.460000 sec): 3 clusters
  Score: Raw -74461.668240 + Penalty 3079.460653 = -71382.207587
  nChanged 3
		SP:Iteration 5Q (3530.460000 sec): 3 clusters
  Score: Raw -74469.123965 + Penalty 3079.460653 = -71389.663312
  nChanged 1
		SP:Iteration 6Q (3530.470000 sec): 3 clusters
  Score: Raw -74471.675923 + Penalty 3079.460653 = -71392.215270
  nChanged 1
		SP:Iteration 7Q (3530.470000 sec): 3 clusters
  Score: Raw -74477.366493 + Penalty 3079.460653 = -71397.905840
  nChanged 0
		SP:Iteration 8F (3530.470000 sec): 3 clusters
  Score: Raw -74477.366493 + Penalty 3079.460653 = -71397.905840
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 30 (34695 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3530.590000 sec): 2 clusters
  Score: Raw -5302275.673162 + Penalty 2592.679014 = -5299682.994148
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3530.720000 sec): 3 clusters
  Score: Raw -5281080.537917 + Penalty 5185.358028 = -5275895.179889
  nChanged 15833
		SP:Iteration 1F (3530.850000 sec): 3 clusters
  Score: Raw -5289605.054523 + Penalty 5185.358028 = -5284419.696495
  nChanged 1498
		SP:Iteration 2Q (3530.980000 sec): 3 clusters
  Score: Raw -5290033.516488 + Penalty 5185.358028 = -5284848.158460
  nChanged 1328
		SP:Iteration 3Q (3531.110000 sec): 3 clusters
  Score: Raw -5290394.345954 + Penalty 5185.358028 = -5285208.987926
  nChanged 1200
		SP:Iteration 4Q (3531.240000 sec): 3 clusters
  Score: Raw -5290690.631876 + Penalty 5185.358028 = -5285505.273848
  nChanged 1092
		SP:Iteration 5Q (3531.380000 sec): 3 clusters
  Score: Raw -5290987.767394 + Penalty 5185.358028 = -5285802.409366
  nChanged 1113
		SP:Iteration 6Q (3531.510000 sec): 3 clusters
  Score: Raw -5291327.941811 + Penalty 5185.358028 = -5286142.583783
  nChanged 1233
		SP:Iteration 7Q (3531.640000 sec): 3 clusters
  Score: Raw -5291771.889296 + Penalty 5185.358028 = -5286586.531268
  nChanged 1388
		SP:Iteration 8Q (3531.770000 sec): 3 clusters
  Score: Raw -5292368.214368 + Penalty 5185.358028 = -5287182.856340
  nChanged 1622
		SP:Iteration 9Q (3531.900000 sec): 3 clusters
  Score: Raw -5293235.803337 + Penalty 5185.358028 = -5288050.445308
  nChanged 1900
		SP:Iteration 10F (3532.030000 sec): 3 clusters
  Score: Raw -5294459.978135 + Penalty 5185.358028 = -5289274.620107
  nChanged 2039
		SP:Iteration 11F (3532.160000 sec): 3 clusters
  Score: Raw -5295982.782609 + Penalty 5185.358028 = -5290797.424581
  nChanged 1899
		SP:Iteration 12F (3532.290000 sec): 3 clusters
  Score: Raw -5297542.340043 + Penalty 5185.358028 = -5292356.982015
  nChanged 1662
		SP:Iteration 13Q (3532.420000 sec): 3 clusters
  Score: Raw -5298888.093056 + Penalty 5185.358028 = -5293702.735028
  nChanged 1244
		SP:Iteration 14Q (3532.540000 sec): 3 clusters
  Score: Raw -5299812.803894 + Penalty 5185.358028 = -5294627.445866
  nChanged 879
		SP:Iteration 15Q (3532.660000 sec): 3 clusters
  Score: Raw -5300378.049804 + Penalty 5185.358028 = -5295192.691776
  nChanged 621
		SP:Iteration 16Q (3532.770000 sec): 3 clusters
  Score: Raw -5300721.141142 + Penalty 5185.358028 = -5295535.783114
  nChanged 475
		SP:Iteration 17Q (3532.880000 sec): 3 clusters
  Score: Raw -5300972.718495 + Penalty 5185.358028 = -5295787.360467
  nChanged 402
		SP:Iteration 18Q (3532.990000 sec): 3 clusters
  Score: Raw -5301175.075351 + Penalty 5185.358028 = -5295989.717323
  nChanged 352
		SP:Iteration 19Q (3533.100000 sec): 3 clusters
  Score: Raw -5301351.201143 + Penalty 5185.358028 = -5296165.843115
  nChanged 312
		SP:Iteration 20F (3533.230000 sec): 3 clusters
  Score: Raw -5301505.894105 + Penalty 5185.358028 = -5296320.536077
  nChanged 278
		SP:Iteration 21Q (3533.330000 sec): 3 clusters
  Score: Raw -5301638.485768 + Penalty 5185.358028 = -5296453.127740
  nChanged 256
		SP:Iteration 22Q (3533.440000 sec): 3 clusters
  Score: Raw -5301757.279619 + Penalty 5185.358028 = -5296571.921591
  nChanged 222
		SP:Iteration 23Q (3533.540000 sec): 3 clusters
  Score: Raw -5301854.695941 + Penalty 5185.358028 = -5296669.337913
  nChanged 174
		SP:Iteration 24Q (3533.640000 sec): 3 clusters
  Score: Raw -5301926.009631 + Penalty 5185.358028 = -5296740.651603
  nChanged 165
		SP:Iteration 25Q (3533.740000 sec): 3 clusters
  Score: Raw -5301990.920446 + Penalty 5185.358028 = -5296805.562417
  nChanged 143
		SP:Iteration 26Q (3533.840000 sec): 3 clusters
  Score: Raw -5302049.007248 + Penalty 5185.358028 = -5296863.649219
  nChanged 125
		SP:Iteration 27Q (3533.940000 sec): 3 clusters
  Score: Raw -5302100.932947 + Penalty 5185.358028 = -5296915.574919
  nChanged 139
		SP:Iteration 28Q (3534.040000 sec): 3 clusters
  Score: Raw -5302157.863930 + Penalty 5185.358028 = -5296972.505902
  nChanged 116
		SP:Iteration 29Q (3534.140000 sec): 3 clusters
  Score: Raw -5302207.046509 + Penalty 5185.358028 = -5297021.688481
  nChanged 111
		SP:Iteration 30Q (3534.230000 sec): 3 clusters
  Score: Raw -5302253.344998 + Penalty 5185.358028 = -5297067.986969
  nChanged 94
		SP:Iteration 31Q (3534.330000 sec): 3 clusters
  Score: Raw -5302298.066997 + Penalty 5185.358028 = -5297112.708969
  nChanged 78
		SP:Iteration 32Q (3534.420000 sec): 3 clusters
  Score: Raw -5302334.416698 + Penalty 5185.358028 = -5297149.058670
  nChanged 70
		SP:Iteration 33Q (3534.520000 sec): 3 clusters
  Score: Raw -5302361.577179 + Penalty 5185.358028 = -5297176.219151
  nChanged 49
		SP:Iteration 34Q (3534.610000 sec): 3 clusters
  Score: Raw -5302378.524121 + Penalty 5185.358028 = -5297193.166093
  nChanged 42
		SP:Iteration 35Q (3534.710000 sec): 3 clusters
  Score: Raw -5302394.413495 + Penalty 5185.358028 = -5297209.055467
  nChanged 41
		SP:Iteration 36Q (3534.800000 sec): 3 clusters
  Score: Raw -5302407.759544 + Penalty 5185.358028 = -5297222.401516
  nChanged 39
		SP:Iteration 37Q (3534.900000 sec): 3 clusters
  Score: Raw -5302420.466317 + Penalty 5185.358028 = -5297235.108289
  nChanged 35
		SP:Iteration 38Q (3534.990000 sec): 3 clusters
  Score: Raw -5302434.636049 + Penalty 5185.358028 = -5297249.278020
  nChanged 28
		SP:Iteration 39Q (3535.080000 sec): 3 clusters
  Score: Raw -5302442.297099 + Penalty 5185.358028 = -5297256.939071
  nChanged 19
		SP:Iteration 40F (3535.220000 sec): 3 clusters
  Score: Raw -5302447.714029 + Penalty 5185.358028 = -5297262.356001
  nChanged 19
		SP:Iteration 41Q (3535.310000 sec): 3 clusters
  Score: Raw -5302455.046277 + Penalty 5185.358028 = -5297269.688249
  nChanged 17
		SP:Iteration 42Q (3535.400000 sec): 3 clusters
  Score: Raw -5302460.548768 + Penalty 5185.358028 = -5297275.190740
  nChanged 9
		SP:Iteration 43Q (3535.490000 sec): 3 clusters
  Score: Raw -5302462.893175 + Penalty 5185.358028 = -5297277.535147
  nChanged 7
		SP:Iteration 44Q (3535.580000 sec): 3 clusters
  Score: Raw -5302465.594413 + Penalty 5185.358028 = -5297280.236385
  nChanged 7
		SP:Iteration 45Q (3535.680000 sec): 3 clusters
  Score: Raw -5302467.897662 + Penalty 5185.358028 = -5297282.539634
  nChanged 10
		SP:Iteration 46Q (3535.770000 sec): 3 clusters
  Score: Raw -5302471.491277 + Penalty 5185.358028 = -5297286.133249
  nChanged 7
		SP:Iteration 47Q (3535.860000 sec): 3 clusters
  Score: Raw -5302474.048541 + Penalty 5185.358028 = -5297288.690513
  nChanged 9
		SP:Iteration 48Q (3535.960000 sec): 3 clusters
  Score: Raw -5302477.310720 + Penalty 5185.358028 = -5297291.952692
  nChanged 8
		SP:Iteration 49Q (3536.050000 sec): 3 clusters
  Score: Raw -5302480.001315 + Penalty 5185.358028 = -5297294.643287
  nChanged 11
		SP:Iteration 50Q (3536.140000 sec): 3 clusters
  Score: Raw -5302484.136188 + Penalty 5185.358028 = -5297298.778160
  nChanged 8
		SP:Iteration 51Q (3536.240000 sec): 3 clusters
  Score: Raw -5302487.462207 + Penalty 5185.358028 = -5297302.104178
  nChanged 9
		SP:Iteration 52Q (3536.330000 sec): 3 clusters
  Score: Raw -5302490.089422 + Penalty 5185.358028 = -5297304.731394
  nChanged 6
		SP:Iteration 53Q (3536.420000 sec): 3 clusters
  Score: Raw -5302492.082266 + Penalty 5185.358028 = -5297306.724238
  nChanged 5
		SP:Iteration 54Q (3536.520000 sec): 3 clusters
  Score: Raw -5302493.684020 + Penalty 5185.358028 = -5297308.325992
  nChanged 3
		SP:Iteration 55Q (3536.610000 sec): 3 clusters
  Score: Raw -5302494.820241 + Penalty 5185.358028 = -5297309.462213
  nChanged 5
		SP:Iteration 56Q (3536.700000 sec): 3 clusters
  Score: Raw -5302496.561306 + Penalty 5185.358028 = -5297311.203278
  nChanged 5
		SP:Iteration 57Q (3536.790000 sec): 3 clusters
  Score: Raw -5302498.489650 + Penalty 5185.358028 = -5297313.131622
  nChanged 3
		SP:Iteration 58Q (3536.890000 sec): 3 clusters
  Score: Raw -5302499.019902 + Penalty 5185.358028 = -5297313.661874
  nChanged 0
		SP:Iteration 59F (3537.010000 sec): 3 clusters
  Score: Raw -5302499.019902 + Penalty 5185.358028 = -5297313.661874
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 31 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3537.030000 sec): 2 clusters
  Score: Raw -27088.895071 + Penalty 1372.280593 = -25716.614478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3537.030000 sec): 3 clusters
  Score: Raw -27333.630637 + Penalty 2744.561186 = -24589.069450
  nChanged 41
		SP:Iteration 1F (3537.030000 sec): 3 clusters
  Score: Raw -27490.930305 + Penalty 2744.561186 = -24746.369119
  nChanged 10
		SP:Iteration 2Q (3537.030000 sec): 3 clusters
  Score: Raw -27521.541848 + Penalty 2744.561186 = -24776.980661
  nChanged 2
		SP:Iteration 3Q (3537.030000 sec): 3 clusters
  Score: Raw -27529.778460 + Penalty 2744.561186 = -24785.217273
  nChanged 2
		SP:Iteration 4Q (3537.040000 sec): 3 clusters
  Score: Raw -27544.897538 + Penalty 2744.561186 = -24800.336352
  nChanged 5
		SP:Iteration 5Q (3537.040000 sec): 3 clusters
  Score: Raw -27574.484047 + Penalty 2744.561186 = -24829.922860
  nChanged 4
		SP:Iteration 6Q (3537.040000 sec): 3 clusters
  Score: Raw -27590.651455 + Penalty 2744.561186 = -24846.090268
  nChanged 0
		SP:Iteration 7F (3537.040000 sec): 3 clusters
  Score: Raw -27590.651455 + Penalty 2744.561186 = -24846.090268
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 32 (721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3537.040000 sec): 2 clusters
  Score: Raw -92353.119768 + Penalty 1631.998506 = -90721.121262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3537.040000 sec): 3 clusters
  Score: Raw -92281.274667 + Penalty 3263.997012 = -89017.277655
  nChanged 176
		SP:Iteration 1F (3537.050000 sec): 3 clusters
  Score: Raw -92607.174715 + Penalty 3263.997012 = -89343.177703
  nChanged 73
		SP:Iteration 2F (3537.050000 sec): 3 clusters
  Score: Raw -92840.009766 + Penalty 3263.997012 = -89576.012754
  nChanged 50
		SP:Iteration 3F (3537.050000 sec): 3 clusters
  Score: Raw -93085.582871 + Penalty 3263.997012 = -89821.585858
  nChanged 41
		SP:Iteration 4F (3537.060000 sec): 3 clusters
  Score: Raw -93250.997706 + Penalty 3263.997012 = -89987.000694
  nChanged 33
		SP:Iteration 5Q (3537.060000 sec): 3 clusters
  Score: Raw -93370.370722 + Penalty 3263.997012 = -90106.373710
  nChanged 30
		SP:Iteration 6Q (3537.060000 sec): 3 clusters
  Score: Raw -93474.642209 + Penalty 3263.997012 = -90210.645197
  nChanged 28
		SP:Iteration 7Q (3537.060000 sec): 3 clusters
  Score: Raw -93552.869426 + Penalty 3263.997012 = -90288.872414
  nChanged 17
		SP:Iteration 8Q (3537.060000 sec): 3 clusters
  Score: Raw -93603.339675 + Penalty 3263.997012 = -90339.342663
  nChanged 13
		SP:Iteration 9Q (3537.070000 sec): 3 clusters
  Score: Raw -93637.550941 + Penalty 3263.997012 = -90373.553929
  nChanged 8
		SP:Iteration 10Q (3537.070000 sec): 3 clusters
  Score: Raw -93674.454696 + Penalty 3263.997012 = -90410.457684
  nChanged 8
		SP:Iteration 11Q (3537.070000 sec): 3 clusters
  Score: Raw -93715.796418 + Penalty 3263.997012 = -90451.799406
  nChanged 5
		SP:Iteration 12Q (3537.070000 sec): 3 clusters
  Score: Raw -93747.674826 + Penalty 3263.997012 = -90483.677814
  nChanged 2
		SP:Iteration 13Q (3537.080000 sec): 3 clusters
  Score: Raw -93753.771000 + Penalty 3263.997012 = -90489.773988
  nChanged 1
		SP:Iteration 14Q (3537.080000 sec): 3 clusters
  Score: Raw -93754.785939 + Penalty 3263.997012 = -90490.788927
  nChanged 0
		SP:Iteration 15F (3537.080000 sec): 3 clusters
  Score: Raw -93755.784869 + Penalty 3263.997012 = -90491.787857
  nChanged 1
		SP:Iteration 16Q (3537.080000 sec): 3 clusters
  Score: Raw -93759.701623 + Penalty 3263.997012 = -90495.704611
  nChanged 3
		SP:Iteration 17Q (3537.080000 sec): 3 clusters
  Score: Raw -93766.862521 + Penalty 3263.997012 = -90502.865509
  nChanged 2
		SP:Iteration 18Q (3537.080000 sec): 3 clusters
  Score: Raw -93776.144783 + Penalty 3263.997012 = -90512.147771
  nChanged 2
		SP:Iteration 19Q (3537.090000 sec): 3 clusters
  Score: Raw -93782.312505 + Penalty 3263.997012 = -90518.315493
  nChanged 1
		SP:Iteration 20F (3537.090000 sec): 3 clusters
  Score: Raw -93783.375573 + Penalty 3263.997012 = -90519.378561
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 33 (193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3537.090000 sec): 2 clusters
  Score: Raw -25068.601729 + Penalty 1305.147167 = -23763.454562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3537.100000 sec): 3 clusters
  Score: Raw -25470.422259 + Penalty 2610.294334 = -22860.127925
  nChanged 13
		SP:Iteration 1F (3537.100000 sec): 3 clusters
  Score: Raw -25538.274646 + Penalty 2610.294334 = -22927.980312
  nChanged 4
		SP:Iteration 2Q (3537.100000 sec): 3 clusters
  Score: Raw -25584.555245 + Penalty 2610.294334 = -22974.260911
  nChanged 4
		SP:Iteration 3Q (3537.100000 sec): 3 clusters
  Score: Raw -25625.076853 + Penalty 2610.294334 = -23014.782519
  nChanged 1
		SP:Iteration 4Q (3537.100000 sec): 3 clusters
  Score: Raw -25685.081635 + Penalty 2610.294334 = -23074.787301
  nChanged 4
		SP:Iteration 5Q (3537.100000 sec): 3 clusters
  Score: Raw -25701.019707 + Penalty 2610.294334 = -23090.725373
  nChanged 1
		SP:Iteration 6Q (3537.100000 sec): 3 clusters
  Score: Raw -25703.245500 + Penalty 2610.294334 = -23092.951166
  nChanged 0
		SP:Iteration 7F (3537.100000 sec): 3 clusters
  Score: Raw -25703.245500 + Penalty 2610.294334 = -23092.951166
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 34 (932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3537.100000 sec): 2 clusters
  Score: Raw -123633.679705 + Penalty 1695.658538 = -121938.021167
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3537.110000 sec): 3 clusters
  Score: Raw -123492.657673 + Penalty 3391.317076 = -120101.340597
  nChanged 247
		SP:Iteration 1F (3537.110000 sec): 3 clusters
  Score: Raw -123801.991881 + Penalty 3391.317076 = -120410.674805
  nChanged 61
		SP:Iteration 2F (3537.120000 sec): 3 clusters
  Score: Raw -123897.388079 + Penalty 3391.317076 = -120506.071003
  nChanged 31
		SP:Iteration 3Q (3537.120000 sec): 3 clusters
  Score: Raw -123957.961341 + Penalty 3391.317076 = -120566.644265
  nChanged 19
		SP:Iteration 4Q (3537.120000 sec): 3 clusters
  Score: Raw -123994.147929 + Penalty 3391.317076 = -120602.830853
  nChanged 19
		SP:Iteration 5Q (3537.120000 sec): 3 clusters
  Score: Raw -124028.960445 + Penalty 3391.317076 = -120637.643369
  nChanged 19
		SP:Iteration 6Q (3537.130000 sec): 3 clusters
  Score: Raw -124059.524751 + Penalty 3391.317076 = -120668.207675
  nChanged 18
		SP:Iteration 7Q (3537.130000 sec): 3 clusters
  Score: Raw -124095.683267 + Penalty 3391.317076 = -120704.366191
  nChanged 20
		SP:Iteration 8Q (3537.140000 sec): 3 clusters
  Score: Raw -124139.169278 + Penalty 3391.317076 = -120747.852202
  nChanged 16
		SP:Iteration 9Q (3537.140000 sec): 3 clusters
  Score: Raw -124162.931164 + Penalty 3391.317076 = -120771.614088
  nChanged 5
		SP:Iteration 10Q (3537.140000 sec): 3 clusters
  Score: Raw -124171.090982 + Penalty 3391.317076 = -120779.773906
  nChanged 4
		SP:Iteration 11Q (3537.140000 sec): 3 clusters
  Score: Raw -124175.286646 + Penalty 3391.317076 = -120783.969570
  nChanged 3
		SP:Iteration 12Q (3537.150000 sec): 3 clusters
  Score: Raw -124181.001323 + Penalty 3391.317076 = -120789.684247
  nChanged 4
		SP:Iteration 13Q (3537.150000 sec): 3 clusters
  Score: Raw -124187.120986 + Penalty 3391.317076 = -120795.803910
  nChanged 3
		SP:Iteration 14Q (3537.160000 sec): 3 clusters
  Score: Raw -124189.823656 + Penalty 3391.317076 = -120798.506580
  nChanged 3
		SP:Iteration 15Q (3537.160000 sec): 3 clusters
  Score: Raw -124193.036608 + Penalty 3391.317076 = -120801.719532
  nChanged 2
		SP:Iteration 16Q (3537.160000 sec): 3 clusters
  Score: Raw -124195.704700 + Penalty 3391.317076 = -120804.387624
  nChanged 0
		SP:Iteration 17F (3537.160000 sec): 3 clusters
  Score: Raw -124195.704700 + Penalty 3391.317076 = -120804.387624
  nChanged 0
------ Evaluating fit on full set of 2436854 points ------
  Score: Raw -352816476.147072 + Penalty 124002.833727 = -352692473.313345
Time taken for this iteration:3611.960000 seconds.
 20->35 Clusters: Score -352692473.313345, best is 100000000000000005366162204393472.000000
THE BEST YET!


Starting from 21 clusters...
Memory request: 1.51 GB would take us to total of 6.05 GB.
------ Running on subset of 812284 points ------
	SP: Assigned 21 initial classes randomly.
Deleting Class 11 (5988 points): Lose 1050.762023 but Gain 3374.686117
Iteration 0F (3668.450000 sec): 20 clusters
  Score: Raw -109085892.983005 + Penalty 64119.036229 = -109021773.946777
  nChanged 771082
Iteration 1F (3689.230000 sec): 20 clusters
  Score: Raw -115494546.632043 + Penalty 64119.036229 = -115430427.595814
  nChanged 304128
Iteration 2F (3709.980000 sec): 20 clusters
  Score: Raw -116183551.210142 + Penalty 64119.036229 = -116119432.173913
  nChanged 228801
Iteration 3F (3730.720000 sec): 20 clusters
  Score: Raw -116652827.630807 + Penalty 64119.036229 = -116588708.594578
  nChanged 160119
Iteration 4F (3751.480000 sec): 20 clusters
  Score: Raw -116999749.253840 + Penalty 64119.036229 = -116935630.217611
  nChanged 111472
Iteration 5F (3772.200000 sec): 20 clusters
  Score: Raw -117118067.410929 + Penalty 64119.036229 = -117053948.374701
  nChanged 79079
Deleting Class 4 (2351 points): Lose 2385.924232 but Gain 3374.686117
Iteration 6F (3792.940000 sec): 19 clusters
  Score: Raw -117181740.343890 + Penalty 60744.350111 = -117120995.993779
  nChanged 62795
Iteration 7F (3812.610000 sec): 19 clusters
  Score: Raw -117234931.959242 + Penalty 60744.350111 = -117174187.609131
  nChanged 49806
Iteration 8F (3832.350000 sec): 19 clusters
  Score: Raw -117271437.928023 + Penalty 60744.350111 = -117210693.577911
  nChanged 43246
Iteration 9F (3852.010000 sec): 19 clusters
  Score: Raw -117303021.579595 + Penalty 60744.350111 = -117242277.229484
  nChanged 38409
Iteration 10Q (3860.010000 sec): 19 clusters
  Score: Raw -117333174.280454 + Penalty 60744.350111 = -117272429.930343
  nChanged 34840
Iteration 11Q (3867.720000 sec): 19 clusters
  Score: Raw -117358511.837457 + Penalty 60744.350111 = -117297767.487345
  nChanged 30747
Iteration 12Q (3875.190000 sec): 19 clusters
  Score: Raw -117377923.831248 + Penalty 60744.350111 = -117317179.481137
  nChanged 26382
Iteration 13Q (3882.480000 sec): 19 clusters
  Score: Raw -117393122.323123 + Penalty 60744.350111 = -117332377.973012
  nChanged 21900
Deleting Class 3 (2767 points): Lose 3014.816330 but Gain 3374.686117
Iteration 14Q (3889.610000 sec): 18 clusters
  Score: Raw -117400815.043603 + Penalty 57369.663994 = -117343445.379609
  nChanged 20698
Iteration 15Q (3896.450000 sec): 18 clusters
  Score: Raw -117412377.104331 + Penalty 57369.663994 = -117355007.440337
  nChanged 14967
Iteration 16Q (3903.120000 sec): 18 clusters
  Score: Raw -117417593.408585 + Penalty 57369.663994 = -117360223.744590
  nChanged 12302
Iteration 17Q (3909.660000 sec): 18 clusters
  Score: Raw -117421621.372208 + Penalty 57369.663994 = -117364251.708214
  nChanged 10955
Iteration 18Q (3916.150000 sec): 18 clusters
  Score: Raw -117425226.605719 + Penalty 57369.663994 = -117367856.941725
  nChanged 9873
Iteration 19Q (3922.570000 sec): 18 clusters
  Score: Raw -117428556.456671 + Penalty 57369.663994 = -117371186.792677
  nChanged 9018
Writing temp clu file 
Because OldScore, -117367856.941725, is greater than current (better) Score,-117371186.792677 
 Compute initial score before splitting:   Score: Raw -117428556.456671 + Penalty 57369.663994 = -117371186.792677
Memory request: 0.04 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (21153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3922.800000 sec): 2 clusters
  Score: Raw -3137695.558714 + Penalty 2469.965181 = -3135225.593534
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3922.880000 sec): 3 clusters
  Score: Raw -3125363.036610 + Penalty 4939.930361 = -3120423.106249
  nChanged 9309
		SP:Iteration 1F (3922.950000 sec): 3 clusters
  Score: Raw -3130496.869429 + Penalty 4939.930361 = -3125556.939068
  nChanged 1248
		SP:Iteration 2F (3923.030000 sec): 3 clusters
  Score: Raw -3131456.615789 + Penalty 4939.930361 = -3126516.685428
  nChanged 1570
		SP:Iteration 3F (3923.110000 sec): 3 clusters
  Score: Raw -3133189.981397 + Penalty 4939.930361 = -3128250.051036
  nChanged 2100
		SP:Iteration 4F (3923.190000 sec): 3 clusters
  Score: Raw -3135576.790171 + Penalty 4939.930361 = -3130636.859810
  nChanged 2139
		SP:Iteration 5F (3923.260000 sec): 3 clusters
  Score: Raw -3137831.982004 + Penalty 4939.930361 = -3132892.051643
  nChanged 1648
		SP:Iteration 6F (3923.340000 sec): 3 clusters
  Score: Raw -3139541.706689 + Penalty 4939.930361 = -3134601.776328
  nChanged 1046
		SP:Iteration 7Q (3923.410000 sec): 3 clusters
  Score: Raw -3140793.793308 + Penalty 4939.930361 = -3135853.862947
  nChanged 537
		SP:Iteration 8Q (3923.490000 sec): 3 clusters
  Score: Raw -3141455.521758 + Penalty 4939.930361 = -3136515.591397
  nChanged 314
		SP:Iteration 9Q (3923.550000 sec): 3 clusters
  Score: Raw -3141731.810220 + Penalty 4939.930361 = -3136791.879859
  nChanged 212
		SP:Iteration 10Q (3923.610000 sec): 3 clusters
  Score: Raw -3141866.887950 + Penalty 4939.930361 = -3136926.957589
  nChanged 118
		SP:Iteration 11Q (3923.670000 sec): 3 clusters
  Score: Raw -3141923.081663 + Penalty 4939.930361 = -3136983.151302
  nChanged 77
		SP:Iteration 12Q (3923.730000 sec): 3 clusters
  Score: Raw -3141947.264823 + Penalty 4939.930361 = -3137007.334462
  nChanged 54
		SP:Iteration 13Q (3923.790000 sec): 3 clusters
  Score: Raw -3141960.855829 + Penalty 4939.930361 = -3137020.925467
  nChanged 34
		SP:Iteration 14Q (3923.850000 sec): 3 clusters
  Score: Raw -3141969.385917 + Penalty 4939.930361 = -3137029.455556
  nChanged 17
		SP:Iteration 15Q (3923.910000 sec): 3 clusters
  Score: Raw -3141973.056437 + Penalty 4939.930361 = -3137033.126076
  nChanged 17
		SP:Iteration 16Q (3923.970000 sec): 3 clusters
  Score: Raw -3141976.395076 + Penalty 4939.930361 = -3137036.464715
  nChanged 8
		SP:Iteration 17Q (3924.020000 sec): 3 clusters
  Score: Raw -3141977.918611 + Penalty 4939.930361 = -3137037.988250
  nChanged 5
		SP:Iteration 18Q (3924.080000 sec): 3 clusters
  Score: Raw -3141979.015617 + Penalty 4939.930361 = -3137039.085256
  nChanged 3
		SP:Iteration 19Q (3924.140000 sec): 3 clusters
  Score: Raw -3141979.473123 + Penalty 4939.930361 = -3137039.542762
  nChanged 1
		SP:Iteration 20F (3924.210000 sec): 3 clusters
  Score: Raw -3141979.568230 + Penalty 4939.930361 = -3137039.637869
  nChanged 1
		SP:Iteration 21Q (3924.270000 sec): 3 clusters
  Score: Raw -3141979.688147 + Penalty 4939.930361 = -3137039.757786
  nChanged 1
		SP:Iteration 22Q (3924.330000 sec): 3 clusters
  Score: Raw -3141979.892906 + Penalty 4939.930361 = -3137039.962545
  nChanged 2
		SP:Iteration 23Q (3924.390000 sec): 3 clusters
  Score: Raw -3141980.241548 + Penalty 4939.930361 = -3137040.311187
  nChanged 4
		SP:Iteration 24Q (3924.450000 sec): 3 clusters
  Score: Raw -3141980.597460 + Penalty 4939.930361 = -3137040.667099
  nChanged 3
		SP:Iteration 25Q (3924.510000 sec): 3 clusters
  Score: Raw -3141980.884022 + Penalty 4939.930361 = -3137040.953661
  nChanged 0
		SP:Iteration 26F (3924.590000 sec): 3 clusters
  Score: Raw -3141980.884022 + Penalty 4939.930361 = -3137040.953661
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 3.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (2433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3924.610000 sec): 2 clusters
  Score: Raw -350604.632572 + Penalty 1933.626325 = -348671.006247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3924.620000 sec): 3 clusters
  Score: Raw -349598.721001 + Penalty 3867.252650 = -345731.468351
  nChanged 838
		SP:Iteration 1F (3924.630000 sec): 3 clusters
  Score: Raw -350134.405996 + Penalty 3867.252650 = -346267.153346
  nChanged 175
		SP:Iteration 2F (3924.630000 sec): 3 clusters
  Score: Raw -350273.665589 + Penalty 3867.252650 = -346406.412939
  nChanged 116
		SP:Iteration 3Q (3924.640000 sec): 3 clusters
  Score: Raw -350348.437756 + Penalty 3867.252650 = -346481.185106
  nChanged 59
		SP:Iteration 4Q (3924.650000 sec): 3 clusters
  Score: Raw -350389.296562 + Penalty 3867.252650 = -346522.043912
  nChanged 54
		SP:Iteration 5Q (3924.660000 sec): 3 clusters
  Score: Raw -350424.355866 + Penalty 3867.252650 = -346557.103216
  nChanged 37
		SP:Iteration 6Q (3924.670000 sec): 3 clusters
  Score: Raw -350447.502545 + Penalty 3867.252650 = -346580.249895
  nChanged 39
		SP:Iteration 7Q (3924.680000 sec): 3 clusters
  Score: Raw -350470.015501 + Penalty 3867.252650 = -346602.762851
  nChanged 27
		SP:Iteration 8Q (3924.690000 sec): 3 clusters
  Score: Raw -350486.525957 + Penalty 3867.252650 = -346619.273307
  nChanged 19
		SP:Iteration 9Q (3924.690000 sec): 3 clusters
  Score: Raw -350498.547507 + Penalty 3867.252650 = -346631.294857
  nChanged 17
		SP:Iteration 10Q (3924.710000 sec): 3 clusters
  Score: Raw -350511.090188 + Penalty 3867.252650 = -346643.837538
  nChanged 16
		SP:Iteration 11Q (3924.710000 sec): 3 clusters
  Score: Raw -350520.214105 + Penalty 3867.252650 = -346652.961455
  nChanged 16
		SP:Iteration 12Q (3924.720000 sec): 3 clusters
  Score: Raw -350528.914439 + Penalty 3867.252650 = -346661.661789
  nChanged 13
		SP:Iteration 13Q (3924.730000 sec): 3 clusters
  Score: Raw -350534.781174 + Penalty 3867.252650 = -346667.528524
  nChanged 4
		SP:Iteration 14Q (3924.740000 sec): 3 clusters
  Score: Raw -350537.170723 + Penalty 3867.252650 = -346669.918073
  nChanged 4
		SP:Iteration 15Q (3924.750000 sec): 3 clusters
  Score: Raw -350539.321297 + Penalty 3867.252650 = -346672.068647
  nChanged 3
		SP:Iteration 16Q (3924.760000 sec): 3 clusters
  Score: Raw -350540.839898 + Penalty 3867.252650 = -346673.587248
  nChanged 8
		SP:Iteration 17Q (3924.770000 sec): 3 clusters
  Score: Raw -350545.548326 + Penalty 3867.252650 = -346678.295676
  nChanged 6
		SP:Iteration 18Q (3924.770000 sec): 3 clusters
  Score: Raw -350549.797298 + Penalty 3867.252650 = -346682.544648
  nChanged 4
		SP:Iteration 19Q (3924.780000 sec): 3 clusters
  Score: Raw -350551.461596 + Penalty 3867.252650 = -346684.208946
  nChanged 2
		SP:Iteration 20F (3924.790000 sec): 3 clusters
  Score: Raw -350553.462818 + Penalty 3867.252650 = -346686.210168
  nChanged 6
		SP:Iteration 21Q (3924.800000 sec): 3 clusters
  Score: Raw -350557.943832 + Penalty 3867.252650 = -346690.691182
  nChanged 3
		SP:Iteration 22Q (3924.810000 sec): 3 clusters
  Score: Raw -350559.330020 + Penalty 3867.252650 = -346692.077370
  nChanged 0
		SP:Iteration 23F (3924.820000 sec): 3 clusters
  Score: Raw -350559.330020 + Penalty 3867.252650 = -346692.077370
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (11305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3924.860000 sec): 2 clusters
  Score: Raw -1545194.791189 + Penalty 2314.584095 = -1542880.207093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3924.900000 sec): 3 clusters
  Score: Raw -1539134.616360 + Penalty 4629.168191 = -1534505.448169
  nChanged 4744
		SP:Iteration 1F (3924.940000 sec): 3 clusters
  Score: Raw -1542109.244178 + Penalty 4629.168191 = -1537480.075987
  nChanged 983
		SP:Iteration 2F (3924.980000 sec): 3 clusters
  Score: Raw -1543033.078272 + Penalty 4629.168191 = -1538403.910081
  nChanged 980
		SP:Iteration 3F (3925.020000 sec): 3 clusters
  Score: Raw -1544341.330750 + Penalty 4629.168191 = -1539712.162559
  nChanged 1003
		SP:Iteration 4F (3925.060000 sec): 3 clusters
  Score: Raw -1545813.454198 + Penalty 4629.168191 = -1541184.286007
  nChanged 983
		SP:Iteration 5F (3925.100000 sec): 3 clusters
  Score: Raw -1547201.989752 + Penalty 4629.168191 = -1542572.821561
  nChanged 816
		SP:Iteration 6F (3925.150000 sec): 3 clusters
  Score: Raw -1548180.733891 + Penalty 4629.168191 = -1543551.565700
  nChanged 597
		SP:Iteration 7F (3925.190000 sec): 3 clusters
  Score: Raw -1548894.735745 + Penalty 4629.168191 = -1544265.567555
  nChanged 480
		SP:Iteration 8Q (3925.220000 sec): 3 clusters
  Score: Raw -1549601.830993 + Penalty 4629.168191 = -1544972.662802
  nChanged 363
		SP:Iteration 9Q (3925.260000 sec): 3 clusters
  Score: Raw -1550249.008583 + Penalty 4629.168191 = -1545619.840392
  nChanged 320
		SP:Iteration 10Q (3925.290000 sec): 3 clusters
  Score: Raw -1551112.739429 + Penalty 4629.168191 = -1546483.571238
  nChanged 269
		SP:Iteration 11Q (3925.320000 sec): 3 clusters
  Score: Raw -1551630.118027 + Penalty 4629.168191 = -1547000.949837
  nChanged 166
		SP:Iteration 12Q (3925.350000 sec): 3 clusters
  Score: Raw -1551855.959885 + Penalty 4629.168191 = -1547226.791695
  nChanged 131
		SP:Iteration 13Q (3925.390000 sec): 3 clusters
  Score: Raw -1551968.879562 + Penalty 4629.168191 = -1547339.711372
  nChanged 100
		SP:Iteration 14Q (3925.420000 sec): 3 clusters
  Score: Raw -1552036.060768 + Penalty 4629.168191 = -1547406.892578
  nChanged 62
		SP:Iteration 15Q (3925.450000 sec): 3 clusters
  Score: Raw -1552065.873358 + Penalty 4629.168191 = -1547436.705167
  nChanged 54
		SP:Iteration 16Q (3925.480000 sec): 3 clusters
  Score: Raw -1552088.637097 + Penalty 4629.168191 = -1547459.468907
  nChanged 37
		SP:Iteration 17Q (3925.510000 sec): 3 clusters
  Score: Raw -1552103.864581 + Penalty 4629.168191 = -1547474.696391
  nChanged 27
		SP:Iteration 18Q (3925.540000 sec): 3 clusters
  Score: Raw -1552114.496794 + Penalty 4629.168191 = -1547485.328603
  nChanged 25
		SP:Iteration 19Q (3925.570000 sec): 3 clusters
  Score: Raw -1552122.178162 + Penalty 4629.168191 = -1547493.009971
  nChanged 18
		SP:Iteration 20F (3925.610000 sec): 3 clusters
  Score: Raw -1552130.014371 + Penalty 4629.168191 = -1547500.846181
  nChanged 15
		SP:Iteration 21Q (3925.640000 sec): 3 clusters
  Score: Raw -1552135.581058 + Penalty 4629.168191 = -1547506.412868
  nChanged 20
		SP:Iteration 22Q (3925.670000 sec): 3 clusters
  Score: Raw -1552142.409500 + Penalty 4629.168191 = -1547513.241310
  nChanged 14
		SP:Iteration 23Q (3925.710000 sec): 3 clusters
  Score: Raw -1552147.050683 + Penalty 4629.168191 = -1547517.882492
  nChanged 11
		SP:Iteration 24Q (3925.740000 sec): 3 clusters
  Score: Raw -1552151.598726 + Penalty 4629.168191 = -1547522.430535
  nChanged 11
		SP:Iteration 25Q (3925.770000 sec): 3 clusters
  Score: Raw -1552155.063298 + Penalty 4629.168191 = -1547525.895108
  nChanged 11
		SP:Iteration 26Q (3925.800000 sec): 3 clusters
  Score: Raw -1552157.775017 + Penalty 4629.168191 = -1547528.606826
  nChanged 6
		SP:Iteration 27Q (3925.830000 sec): 3 clusters
  Score: Raw -1552159.158704 + Penalty 4629.168191 = -1547529.990513
  nChanged 4
		SP:Iteration 28Q (3925.860000 sec): 3 clusters
  Score: Raw -1552160.327267 + Penalty 4629.168191 = -1547531.159076
  nChanged 3
		SP:Iteration 29Q (3925.890000 sec): 3 clusters
  Score: Raw -1552161.134544 + Penalty 4629.168191 = -1547531.966353
  nChanged 3
		SP:Iteration 30Q (3925.920000 sec): 3 clusters
  Score: Raw -1552161.616666 + Penalty 4629.168191 = -1547532.448475
  nChanged 1
		SP:Iteration 31Q (3925.950000 sec): 3 clusters
  Score: Raw -1552161.805579 + Penalty 4629.168191 = -1547532.637388
  nChanged 1
		SP:Iteration 32Q (3925.990000 sec): 3 clusters
  Score: Raw -1552161.998404 + Penalty 4629.168191 = -1547532.830213
  nChanged 1
		SP:Iteration 33Q (3926.020000 sec): 3 clusters
  Score: Raw -1552162.207362 + Penalty 4629.168191 = -1547533.039171
  nChanged 0
		SP:Iteration 34F (3926.060000 sec): 3 clusters
  Score: Raw -1552162.207362 + Penalty 4629.168191 = -1547533.039171
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 4.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (1994 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3926.070000 sec): 2 clusters
  Score: Raw -290417.995594 + Penalty 1884.278692 = -288533.716902
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3926.080000 sec): 3 clusters
  Score: Raw -289704.921080 + Penalty 3768.557383 = -285936.363697
  nChanged 618
		SP:Iteration 1F (3926.090000 sec): 3 clusters
  Score: Raw -290382.311142 + Penalty 3768.557383 = -286613.753758
  nChanged 196
		SP:Iteration 2F (3926.090000 sec): 3 clusters
  Score: Raw -290658.531001 + Penalty 3768.557383 = -286889.973618
  nChanged 134
		SP:Iteration 3F (3926.100000 sec): 3 clusters
  Score: Raw -290858.496903 + Penalty 3768.557383 = -287089.939519
  nChanged 113
		SP:Iteration 4F (3926.110000 sec): 3 clusters
  Score: Raw -291089.604171 + Penalty 3768.557383 = -287321.046787
  nChanged 96
		SP:Iteration 5Q (3926.110000 sec): 3 clusters
  Score: Raw -291398.908665 + Penalty 3768.557383 = -287630.351281
  nChanged 98
		SP:Iteration 6Q (3926.120000 sec): 3 clusters
  Score: Raw -291745.237282 + Penalty 3768.557383 = -287976.679899
  nChanged 96
		SP:Iteration 7Q (3926.130000 sec): 3 clusters
  Score: Raw -291948.855219 + Penalty 3768.557383 = -288180.297836
  nChanged 88
		SP:Iteration 8Q (3926.130000 sec): 3 clusters
  Score: Raw -292118.307779 + Penalty 3768.557383 = -288349.750395
  nChanged 76
		SP:Iteration 9Q (3926.140000 sec): 3 clusters
  Score: Raw -292264.368054 + Penalty 3768.557383 = -288495.810670
  nChanged 71
		SP:Iteration 10Q (3926.150000 sec): 3 clusters
  Score: Raw -292510.110058 + Penalty 3768.557383 = -288741.552674
  nChanged 80
		SP:Iteration 11Q (3926.150000 sec): 3 clusters
  Score: Raw -292807.047354 + Penalty 3768.557383 = -289038.489971
  nChanged 60
		SP:Iteration 12Q (3926.160000 sec): 3 clusters
  Score: Raw -292935.197256 + Penalty 3768.557383 = -289166.639873
  nChanged 53
		SP:Iteration 13Q (3926.160000 sec): 3 clusters
  Score: Raw -293018.739800 + Penalty 3768.557383 = -289250.182416
  nChanged 38
		SP:Iteration 14Q (3926.170000 sec): 3 clusters
  Score: Raw -293095.324866 + Penalty 3768.557383 = -289326.767483
  nChanged 33
		SP:Iteration 15Q (3926.170000 sec): 3 clusters
  Score: Raw -293159.044356 + Penalty 3768.557383 = -289390.486973
  nChanged 24
		SP:Iteration 16Q (3926.180000 sec): 3 clusters
  Score: Raw -293195.541739 + Penalty 3768.557383 = -289426.984355
  nChanged 13
		SP:Iteration 17Q (3926.190000 sec): 3 clusters
  Score: Raw -293212.225001 + Penalty 3768.557383 = -289443.667618
  nChanged 6
		SP:Iteration 18Q (3926.190000 sec): 3 clusters
  Score: Raw -293218.902039 + Penalty 3768.557383 = -289450.344656
  nChanged 3
		SP:Iteration 19Q (3926.190000 sec): 3 clusters
  Score: Raw -293220.763216 + Penalty 3768.557383 = -289452.205833
  nChanged 1
		SP:Iteration 20F (3926.200000 sec): 3 clusters
  Score: Raw -293221.428461 + Penalty 3768.557383 = -289452.871078
  nChanged 2
		SP:Iteration 21Q (3926.210000 sec): 3 clusters
  Score: Raw -293222.916853 + Penalty 3768.557383 = -289454.359469
  nChanged 1
		SP:Iteration 22Q (3926.210000 sec): 3 clusters
  Score: Raw -293223.377728 + Penalty 3768.557383 = -289454.820344
  nChanged 1
		SP:Iteration 23Q (3926.220000 sec): 3 clusters
  Score: Raw -293224.948761 + Penalty 3768.557383 = -289456.391377
  nChanged 1
		SP:Iteration 24Q (3926.220000 sec): 3 clusters
  Score: Raw -293225.860814 + Penalty 3768.557383 = -289457.303431
  nChanged 0
		SP:Iteration 25F (3926.230000 sec): 3 clusters
  Score: Raw -293225.860814 + Penalty 3768.557383 = -289457.303431
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 11.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (3781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3926.250000 sec): 2 clusters
  Score: Raw -380112.960133 + Penalty 2042.960463 = -378069.999669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3926.260000 sec): 3 clusters
  Score: Raw -379860.370215 + Penalty 4085.920927 = -375774.449288
  nChanged 1634
		SP:Iteration 1F (3926.270000 sec): 3 clusters
  Score: Raw -394246.494726 + Penalty 4085.920927 = -390160.573799
  nChanged 615
		SP:Iteration 2F (3926.290000 sec): 3 clusters
  Score: Raw -400806.945924 + Penalty 4085.920927 = -396721.024998
  nChanged 135
		SP:Iteration 3Q (3926.300000 sec): 3 clusters
  Score: Raw -402776.340619 + Penalty 4085.920927 = -398690.419692
  nChanged 54
		SP:Iteration 4Q (3926.310000 sec): 3 clusters
  Score: Raw -404124.907882 + Penalty 4085.920927 = -400038.986955
  nChanged 34
		SP:Iteration 5Q (3926.320000 sec): 3 clusters
  Score: Raw -405967.125493 + Penalty 4085.920927 = -401881.204566
  nChanged 20
		SP:Iteration 6Q (3926.330000 sec): 3 clusters
  Score: Raw -406505.659156 + Penalty 4085.920927 = -402419.738229
  nChanged 8
		SP:Iteration 7Q (3926.330000 sec): 3 clusters
  Score: Raw -406526.034443 + Penalty 4085.920927 = -402440.113516
  nChanged 0
		SP:Iteration 8F (3926.350000 sec): 3 clusters
  Score: Raw -406622.108279 + Penalty 4085.920927 = -402536.187352
  nChanged 12
		SP:Iteration 9Q (3926.360000 sec): 3 clusters
  Score: Raw -406788.670156 + Penalty 4085.920927 = -402702.749229
  nChanged 14
		SP:Iteration 10Q (3926.370000 sec): 3 clusters
  Score: Raw -406919.347105 + Penalty 4085.920927 = -402833.426178
  nChanged 7
		SP:Iteration 11Q (3926.380000 sec): 3 clusters
  Score: Raw -406958.858937 + Penalty 4085.920927 = -402872.938011
  nChanged 8
		SP:Iteration 12Q (3926.390000 sec): 3 clusters
  Score: Raw -406980.910827 + Penalty 4085.920927 = -402894.989901
  nChanged 4
		SP:Iteration 13Q (3926.390000 sec): 3 clusters
  Score: Raw -407008.356263 + Penalty 4085.920927 = -402922.435336
  nChanged 5
		SP:Iteration 14Q (3926.410000 sec): 3 clusters
  Score: Raw -407031.390313 + Penalty 4085.920927 = -402945.469386
  nChanged 5
		SP:Iteration 15Q (3926.410000 sec): 3 clusters
  Score: Raw -407071.609596 + Penalty 4085.920927 = -402985.688669
  nChanged 4
		SP:Iteration 16Q (3926.420000 sec): 3 clusters
  Score: Raw -407100.355575 + Penalty 4085.920927 = -403014.434648
  nChanged 5
		SP:Iteration 17Q (3926.430000 sec): 3 clusters
  Score: Raw -407109.007666 + Penalty 4085.920927 = -403023.086739
  nChanged 3
		SP:Iteration 18Q (3926.440000 sec): 3 clusters
  Score: Raw -407111.705697 + Penalty 4085.920927 = -403025.784771
  nChanged 0
		SP:Iteration 19F (3926.450000 sec): 3 clusters
  Score: Raw -407173.217567 + Penalty 4085.920927 = -403087.296641
  nChanged 6
		SP:Iteration 20F (3926.470000 sec): 3 clusters
  Score: Raw -407328.120647 + Penalty 4085.920927 = -403242.199720
  nChanged 9
		SP:Iteration 21Q (3926.480000 sec): 3 clusters
  Score: Raw -407504.700397 + Penalty 4085.920927 = -403418.779470
  nChanged 13
		SP:Iteration 22Q (3926.490000 sec): 3 clusters
  Score: Raw -407590.313264 + Penalty 4085.920927 = -403504.392337
  nChanged 12
		SP:Iteration 23Q (3926.500000 sec): 3 clusters
  Score: Raw -407625.551984 + Penalty 4085.920927 = -403539.631057
  nChanged 8
		SP:Iteration 24Q (3926.510000 sec): 3 clusters
  Score: Raw -407648.825000 + Penalty 4085.920927 = -403562.904073
  nChanged 5
		SP:Iteration 25Q (3926.510000 sec): 3 clusters
  Score: Raw -407658.548692 + Penalty 4085.920927 = -403572.627765
  nChanged 4
		SP:Iteration 26Q (3926.530000 sec): 3 clusters
  Score: Raw -407664.467160 + Penalty 4085.920927 = -403578.546234
  nChanged 3
		SP:Iteration 27Q (3926.530000 sec): 3 clusters
  Score: Raw -407666.681635 + Penalty 4085.920927 = -403580.760708
  nChanged 1
		SP:Iteration 28Q (3926.540000 sec): 3 clusters
  Score: Raw -407667.390686 + Penalty 4085.920927 = -403581.469759
  nChanged 1
		SP:Iteration 29Q (3926.550000 sec): 3 clusters
  Score: Raw -407668.382315 + Penalty 4085.920927 = -403582.461388
  nChanged 1
		SP:Iteration 30Q (3926.560000 sec): 3 clusters
  Score: Raw -407668.993021 + Penalty 4085.920927 = -403583.072094
  nChanged 2
		SP:Iteration 31Q (3926.570000 sec): 3 clusters
  Score: Raw -407670.550146 + Penalty 4085.920927 = -403584.629219
  nChanged 0
		SP:Iteration 32F (3926.590000 sec): 3 clusters
  Score: Raw -407671.515040 + Penalty 4085.920927 = -403585.594113
  nChanged 2
		SP:Iteration 33Q (3926.590000 sec): 3 clusters
  Score: Raw -407676.449014 + Penalty 4085.920927 = -403590.528088
  nChanged 3
		SP:Iteration 34Q (3926.600000 sec): 3 clusters
  Score: Raw -407679.310898 + Penalty 4085.920927 = -403593.389971
  nChanged 0
		SP:Iteration 35F (3926.620000 sec): 3 clusters
  Score: Raw -407679.310898 + Penalty 4085.920927 = -403593.389971
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 21.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (91453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3927.030000 sec): 2 clusters
  Score: Raw -13215397.663374 + Penalty 2833.047954 = -13212564.615420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3927.370000 sec): 3 clusters
  Score: Raw -13157213.911837 + Penalty 5666.095907 = -13151547.815929
  nChanged 43002
		SP:Iteration 1F (3927.710000 sec): 3 clusters
  Score: Raw -13182202.247113 + Penalty 5666.095907 = -13176536.151206
  nChanged 4381
		SP:Iteration 2Q (3928.050000 sec): 3 clusters
  Score: Raw -13184356.358102 + Penalty 5666.095907 = -13178690.262194
  nChanged 5659
		SP:Iteration 3F (3928.390000 sec): 3 clusters
  Score: Raw -13187986.038034 + Penalty 5666.095907 = -13182319.942127
  nChanged 7220
		SP:Iteration 4F (3928.730000 sec): 3 clusters
  Score: Raw -13193553.304074 + Penalty 5666.095907 = -13187887.208167
  nChanged 7933
		SP:Iteration 5F (3929.070000 sec): 3 clusters
  Score: Raw -13199898.414965 + Penalty 5666.095907 = -13194232.319058
  nChanged 6949
		SP:Iteration 6F (3929.410000 sec): 3 clusters
  Score: Raw -13204480.637422 + Penalty 5666.095907 = -13198814.541514
  nChanged 4985
		SP:Iteration 7F (3929.750000 sec): 3 clusters
  Score: Raw -13206957.616404 + Penalty 5666.095907 = -13201291.520497
  nChanged 3305
		SP:Iteration 8Q (3930.090000 sec): 3 clusters
  Score: Raw -13208230.060933 + Penalty 5666.095907 = -13202563.965026
  nChanged 2345
		SP:Iteration 9Q (3930.430000 sec): 3 clusters
  Score: Raw -13208987.941394 + Penalty 5666.095907 = -13203321.845486
  nChanged 1797
		SP:Iteration 10Q (3930.770000 sec): 3 clusters
  Score: Raw -13209541.023296 + Penalty 5666.095907 = -13203874.927389
  nChanged 1509
		SP:Iteration 11Q (3931.110000 sec): 3 clusters
  Score: Raw -13209988.766649 + Penalty 5666.095907 = -13204322.670742
  nChanged 1359
		SP:Iteration 12Q (3931.450000 sec): 3 clusters
  Score: Raw -13210422.501027 + Penalty 5666.095907 = -13204756.405120
  nChanged 1351
		SP:Iteration 13Q (3931.790000 sec): 3 clusters
  Score: Raw -13210895.901214 + Penalty 5666.095907 = -13205229.805307
  nChanged 1289
		SP:Iteration 14Q (3932.130000 sec): 3 clusters
  Score: Raw -13211354.311903 + Penalty 5666.095907 = -13205688.215996
  nChanged 1211
		SP:Iteration 15Q (3932.470000 sec): 3 clusters
  Score: Raw -13211855.106909 + Penalty 5666.095907 = -13206189.011002
  nChanged 1266
		SP:Iteration 16Q (3932.810000 sec): 3 clusters
  Score: Raw -13212419.771033 + Penalty 5666.095907 = -13206753.675125
  nChanged 1254
		SP:Iteration 17Q (3933.140000 sec): 3 clusters
  Score: Raw -13213048.194129 + Penalty 5666.095907 = -13207382.098222
  nChanged 1272
		SP:Iteration 18Q (3933.470000 sec): 3 clusters
  Score: Raw -13213775.569410 + Penalty 5666.095907 = -13208109.473503
  nChanged 1324
		SP:Iteration 19Q (3933.800000 sec): 3 clusters
  Score: Raw -13214586.922290 + Penalty 5666.095907 = -13208920.826383
  nChanged 1366
		SP:Iteration 20F (3934.140000 sec): 3 clusters
  Score: Raw -13215465.883668 + Penalty 5666.095907 = -13209799.787760
  nChanged 1356
		SP:Iteration 21Q (3934.440000 sec): 3 clusters
  Score: Raw -13216272.204612 + Penalty 5666.095907 = -13210606.108704
  nChanged 1266
		SP:Iteration 22Q (3934.750000 sec): 3 clusters
  Score: Raw -13216992.306575 + Penalty 5666.095907 = -13211326.210668
  nChanged 1167
		SP:Iteration 23Q (3935.040000 sec): 3 clusters
  Score: Raw -13217597.072252 + Penalty 5666.095907 = -13211930.976345
  nChanged 975
		SP:Iteration 24Q (3935.340000 sec): 3 clusters
  Score: Raw -13217998.186221 + Penalty 5666.095907 = -13212332.090314
  nChanged 753
		SP:Iteration 25Q (3935.630000 sec): 3 clusters
  Score: Raw -13218264.326056 + Penalty 5666.095907 = -13212598.230149
  nChanged 634
		SP:Iteration 26Q (3935.920000 sec): 3 clusters
  Score: Raw -13218471.978412 + Penalty 5666.095907 = -13212805.882504
  nChanged 566
		SP:Iteration 27Q (3936.210000 sec): 3 clusters
  Score: Raw -13218618.942524 + Penalty 5666.095907 = -13212952.846616
  nChanged 447
		SP:Iteration 28Q (3936.500000 sec): 3 clusters
  Score: Raw -13218716.887477 + Penalty 5666.095907 = -13213050.791570
  nChanged 344
		SP:Iteration 29Q (3936.790000 sec): 3 clusters
  Score: Raw -13218785.818558 + Penalty 5666.095907 = -13213119.722650
  nChanged 292
		SP:Iteration 30Q (3937.070000 sec): 3 clusters
  Score: Raw -13218840.123436 + Penalty 5666.095907 = -13213174.027529
  nChanged 288
		SP:Iteration 31Q (3937.360000 sec): 3 clusters
  Score: Raw -13218890.607394 + Penalty 5666.095907 = -13213224.511487
  nChanged 247
		SP:Iteration 32Q (3937.640000 sec): 3 clusters
  Score: Raw -13218928.116354 + Penalty 5666.095907 = -13213262.020447
  nChanged 221
		SP:Iteration 33Q (3937.920000 sec): 3 clusters
  Score: Raw -13218957.662413 + Penalty 5666.095907 = -13213291.566506
  nChanged 186
		SP:Iteration 34Q (3938.200000 sec): 3 clusters
  Score: Raw -13218981.801844 + Penalty 5666.095907 = -13213315.705937
  nChanged 176
		SP:Iteration 35Q (3938.480000 sec): 3 clusters
  Score: Raw -13219003.574975 + Penalty 5666.095907 = -13213337.479068
  nChanged 159
		SP:Iteration 36Q (3938.770000 sec): 3 clusters
  Score: Raw -13219022.187663 + Penalty 5666.095907 = -13213356.091756
  nChanged 154
		SP:Iteration 37Q (3939.050000 sec): 3 clusters
  Score: Raw -13219040.676394 + Penalty 5666.095907 = -13213374.580487
  nChanged 150
		SP:Iteration 38Q (3939.330000 sec): 3 clusters
  Score: Raw -13219056.310497 + Penalty 5666.095907 = -13213390.214590
  nChanged 120
		SP:Iteration 39Q (3939.610000 sec): 3 clusters
  Score: Raw -13219066.906149 + Penalty 5666.095907 = -13213400.810242
  nChanged 106
		SP:Iteration 40F (3939.950000 sec): 3 clusters
  Score: Raw -13219075.759924 + Penalty 5666.095907 = -13213409.664016
  nChanged 98
		SP:Iteration 41Q (3940.240000 sec): 3 clusters
  Score: Raw -13219084.206903 + Penalty 5666.095907 = -13213418.110995
  nChanged 76
		SP:Iteration 42Q (3940.520000 sec): 3 clusters
  Score: Raw -13219089.167452 + Penalty 5666.095907 = -13213423.071545
  nChanged 60
		SP:Iteration 43Q (3940.800000 sec): 3 clusters
  Score: Raw -13219093.173205 + Penalty 5666.095907 = -13213427.077297
  nChanged 48
		SP:Iteration 44Q (3941.090000 sec): 3 clusters
  Score: Raw -13219095.759392 + Penalty 5666.095907 = -13213429.663485
  nChanged 48
		SP:Iteration 45Q (3941.370000 sec): 3 clusters
  Score: Raw -13219098.307052 + Penalty 5666.095907 = -13213432.211144
  nChanged 48
		SP:Iteration 46Q (3941.650000 sec): 3 clusters
  Score: Raw -13219100.449752 + Penalty 5666.095907 = -13213434.353845
  nChanged 37
		SP:Iteration 47Q (3941.930000 sec): 3 clusters
  Score: Raw -13219102.096914 + Penalty 5666.095907 = -13213436.001007
  nChanged 43
		SP:Iteration 48Q (3942.210000 sec): 3 clusters
  Score: Raw -13219104.339577 + Penalty 5666.095907 = -13213438.243670
  nChanged 42
		SP:Iteration 49Q (3942.500000 sec): 3 clusters
  Score: Raw -13219106.123793 + Penalty 5666.095907 = -13213440.027885
  nChanged 31
		SP:Iteration 50Q (3942.790000 sec): 3 clusters
  Score: Raw -13219107.365737 + Penalty 5666.095907 = -13213441.269830
  nChanged 25
		SP:Iteration 51Q (3943.070000 sec): 3 clusters
  Score: Raw -13219108.240664 + Penalty 5666.095907 = -13213442.144757
  nChanged 22
		SP:Iteration 52Q (3943.350000 sec): 3 clusters
  Score: Raw -13219109.029544 + Penalty 5666.095907 = -13213442.933637
  nChanged 29
		SP:Iteration 53Q (3943.630000 sec): 3 clusters
  Score: Raw -13219110.074525 + Penalty 5666.095907 = -13213443.978618
  nChanged 26
		SP:Iteration 54Q (3943.910000 sec): 3 clusters
  Score: Raw -13219110.899164 + Penalty 5666.095907 = -13213444.803257
  nChanged 24
		SP:Iteration 55Q (3944.190000 sec): 3 clusters
  Score: Raw -13219111.683344 + Penalty 5666.095907 = -13213445.587437
  nChanged 19
		SP:Iteration 56Q (3944.480000 sec): 3 clusters
  Score: Raw -13219112.234706 + Penalty 5666.095907 = -13213446.138799
  nChanged 15
		SP:Iteration 57Q (3944.760000 sec): 3 clusters
  Score: Raw -13219112.727330 + Penalty 5666.095907 = -13213446.631422
  nChanged 9
		SP:Iteration 58Q (3945.040000 sec): 3 clusters
  Score: Raw -13219113.123373 + Penalty 5666.095907 = -13213447.027465
  nChanged 10
		SP:Iteration 59Q (3945.320000 sec): 3 clusters
  Score: Raw -13219113.374180 + Penalty 5666.095907 = -13213447.278273
  nChanged 7
		SP:Iteration 60F (3945.660000 sec): 3 clusters
  Score: Raw -13219113.583521 + Penalty 5666.095907 = -13213447.487614
  nChanged 4
		SP:Iteration 61Q (3945.940000 sec): 3 clusters
  Score: Raw -13219113.658932 + Penalty 5666.095907 = -13213447.563025
  nChanged 2
		SP:Iteration 62Q (3946.220000 sec): 3 clusters
  Score: Raw -13219113.682760 + Penalty 5666.095907 = -13213447.586853
  nChanged 2
		SP:Iteration 63Q (3946.500000 sec): 3 clusters
  Score: Raw -13219113.721047 + Penalty 5666.095907 = -13213447.625140
  nChanged 2
		SP:Iteration 64Q (3946.780000 sec): 3 clusters
  Score: Raw -13219113.752337 + Penalty 5666.095907 = -13213447.656430
  nChanged 2
		SP:Iteration 65Q (3947.060000 sec): 3 clusters
  Score: Raw -13219113.801874 + Penalty 5666.095907 = -13213447.705967
  nChanged 2
		SP:Iteration 66Q (3947.350000 sec): 3 clusters
  Score: Raw -13219113.826004 + Penalty 5666.095907 = -13213447.730097
  nChanged 1
		SP:Iteration 67Q (3947.630000 sec): 3 clusters
  Score: Raw -13219113.857372 + Penalty 5666.095907 = -13213447.761465
  nChanged 1
		SP:Iteration 68Q (3947.910000 sec): 3 clusters
  Score: Raw -13219113.886039 + Penalty 5666.095907 = -13213447.790132
  nChanged 1
		SP:Iteration 69Q (3948.190000 sec): 3 clusters
  Score: Raw -13219113.895902 + Penalty 5666.095907 = -13213447.799995
  nChanged 0
		SP:Iteration 70F (3948.530000 sec): 3 clusters
  Score: Raw -13219113.895902 + Penalty 5666.095907 = -13213447.799995
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 22.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (57595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3948.720000 sec): 2 clusters
  Score: Raw -8438685.958060 + Penalty 2718.375377 = -8435967.582683
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3948.930000 sec): 3 clusters
  Score: Raw -8402701.267967 + Penalty 5436.750755 = -8397264.517213
  nChanged 26837
		SP:Iteration 1F (3949.150000 sec): 3 clusters
  Score: Raw -8417837.807049 + Penalty 5436.750755 = -8412401.056294
  nChanged 2578
		SP:Iteration 2Q (3949.360000 sec): 3 clusters
  Score: Raw -8418714.550452 + Penalty 5436.750755 = -8413277.799697
  nChanged 2660
		SP:Iteration 3Q (3949.580000 sec): 3 clusters
  Score: Raw -8419703.331444 + Penalty 5436.750755 = -8414266.580689
  nChanged 2800
		SP:Iteration 4Q (3949.790000 sec): 3 clusters
  Score: Raw -8420866.110022 + Penalty 5436.750755 = -8415429.359268
  nChanged 2989
		SP:Iteration 5F (3950.010000 sec): 3 clusters
  Score: Raw -8422283.716215 + Penalty 5436.750755 = -8416846.965460
  nChanged 3242
		SP:Iteration 6F (3950.220000 sec): 3 clusters
  Score: Raw -8423955.421721 + Penalty 5436.750755 = -8418518.670967
  nChanged 3311
		SP:Iteration 7F (3950.430000 sec): 3 clusters
  Score: Raw -8425638.041927 + Penalty 5436.750755 = -8420201.291172
  nChanged 3140
		SP:Iteration 8F (3950.650000 sec): 3 clusters
  Score: Raw -8427072.877481 + Penalty 5436.750755 = -8421636.126726
  nChanged 2617
		SP:Iteration 9Q (3950.860000 sec): 3 clusters
  Score: Raw -8428097.476330 + Penalty 5436.750755 = -8422660.725576
  nChanged 2177
		SP:Iteration 10Q (3951.080000 sec): 3 clusters
  Score: Raw -8428845.992336 + Penalty 5436.750755 = -8423409.241581
  nChanged 1747
		SP:Iteration 11Q (3951.300000 sec): 3 clusters
  Score: Raw -8429426.694751 + Penalty 5436.750755 = -8423989.943996
  nChanged 1536
		SP:Iteration 12Q (3951.510000 sec): 3 clusters
  Score: Raw -8429944.324089 + Penalty 5436.750755 = -8424507.573334
  nChanged 1391
		SP:Iteration 13Q (3951.730000 sec): 3 clusters
  Score: Raw -8430458.287468 + Penalty 5436.750755 = -8425021.536713
  nChanged 1442
		SP:Iteration 14Q (3951.950000 sec): 3 clusters
  Score: Raw -8431054.076056 + Penalty 5436.750755 = -8425617.325302
  nChanged 1466
		SP:Iteration 15Q (3952.160000 sec): 3 clusters
  Score: Raw -8431745.542377 + Penalty 5436.750755 = -8426308.791623
  nChanged 1486
		SP:Iteration 16Q (3952.370000 sec): 3 clusters
  Score: Raw -8432526.849208 + Penalty 5436.750755 = -8427090.098453
  nChanged 1475
		SP:Iteration 17Q (3952.590000 sec): 3 clusters
  Score: Raw -8433357.986994 + Penalty 5436.750755 = -8427921.236240
  nChanged 1405
		SP:Iteration 18Q (3952.800000 sec): 3 clusters
  Score: Raw -8434147.131343 + Penalty 5436.750755 = -8428710.380589
  nChanged 1282
		SP:Iteration 19Q (3953.010000 sec): 3 clusters
  Score: Raw -8434852.870878 + Penalty 5436.750755 = -8429416.120124
  nChanged 1164
		SP:Iteration 20F (3953.220000 sec): 3 clusters
  Score: Raw -8435449.246069 + Penalty 5436.750755 = -8430012.495314
  nChanged 1007
		SP:Iteration 21Q (3953.410000 sec): 3 clusters
  Score: Raw -8435930.619944 + Penalty 5436.750755 = -8430493.869189
  nChanged 858
		SP:Iteration 22Q (3953.600000 sec): 3 clusters
  Score: Raw -8436314.340564 + Penalty 5436.750755 = -8430877.589810
  nChanged 780
		SP:Iteration 23Q (3953.790000 sec): 3 clusters
  Score: Raw -8436651.147400 + Penalty 5436.750755 = -8431214.396646
  nChanged 723
		SP:Iteration 24Q (3953.970000 sec): 3 clusters
  Score: Raw -8436959.101450 + Penalty 5436.750755 = -8431522.350696
  nChanged 665
		SP:Iteration 25Q (3954.150000 sec): 3 clusters
  Score: Raw -8437250.467818 + Penalty 5436.750755 = -8431813.717063
  nChanged 579
		SP:Iteration 26Q (3954.320000 sec): 3 clusters
  Score: Raw -8437501.552528 + Penalty 5436.750755 = -8432064.801773
  nChanged 515
		SP:Iteration 27Q (3954.490000 sec): 3 clusters
  Score: Raw -8437724.938838 + Penalty 5436.750755 = -8432288.188083
  nChanged 464
		SP:Iteration 28Q (3954.660000 sec): 3 clusters
  Score: Raw -8437929.163820 + Penalty 5436.750755 = -8432492.413065
  nChanged 389
		SP:Iteration 29Q (3954.830000 sec): 3 clusters
  Score: Raw -8438089.002872 + Penalty 5436.750755 = -8432652.252118
  nChanged 350
		SP:Iteration 30Q (3954.990000 sec): 3 clusters
  Score: Raw -8438237.940908 + Penalty 5436.750755 = -8432801.190154
  nChanged 308
		SP:Iteration 31Q (3955.160000 sec): 3 clusters
  Score: Raw -8438376.286739 + Penalty 5436.750755 = -8432939.535985
  nChanged 281
		SP:Iteration 32Q (3955.320000 sec): 3 clusters
  Score: Raw -8438502.548531 + Penalty 5436.750755 = -8433065.797776
  nChanged 229
		SP:Iteration 33Q (3955.480000 sec): 3 clusters
  Score: Raw -8438612.437170 + Penalty 5436.750755 = -8433175.686416
  nChanged 197
		SP:Iteration 34Q (3955.630000 sec): 3 clusters
  Score: Raw -8438704.865789 + Penalty 5436.750755 = -8433268.115035
  nChanged 138
		SP:Iteration 35Q (3955.790000 sec): 3 clusters
  Score: Raw -8438773.559563 + Penalty 5436.750755 = -8433336.808809
  nChanged 125
		SP:Iteration 36Q (3955.950000 sec): 3 clusters
  Score: Raw -8438831.330461 + Penalty 5436.750755 = -8433394.579707
  nChanged 101
		SP:Iteration 37Q (3956.110000 sec): 3 clusters
  Score: Raw -8438873.951504 + Penalty 5436.750755 = -8433437.200750
  nChanged 79
		SP:Iteration 38Q (3956.260000 sec): 3 clusters
  Score: Raw -8438906.356650 + Penalty 5436.750755 = -8433469.605895
  nChanged 69
		SP:Iteration 39Q (3956.410000 sec): 3 clusters
  Score: Raw -8438931.753259 + Penalty 5436.750755 = -8433495.002505
  nChanged 55
		SP:Iteration 40F (3956.620000 sec): 3 clusters
  Score: Raw -8438955.521434 + Penalty 5436.750755 = -8433518.770679
  nChanged 66
		SP:Iteration 41Q (3956.770000 sec): 3 clusters
  Score: Raw -8438984.089976 + Penalty 5436.750755 = -8433547.339222
  nChanged 60
		SP:Iteration 42Q (3956.920000 sec): 3 clusters
  Score: Raw -8439013.511111 + Penalty 5436.750755 = -8433576.760357
  nChanged 56
		SP:Iteration 43Q (3957.080000 sec): 3 clusters
  Score: Raw -8439040.054364 + Penalty 5436.750755 = -8433603.303609
  nChanged 59
		SP:Iteration 44Q (3957.230000 sec): 3 clusters
  Score: Raw -8439062.074352 + Penalty 5436.750755 = -8433625.323598
  nChanged 49
		SP:Iteration 45Q (3957.380000 sec): 3 clusters
  Score: Raw -8439080.720570 + Penalty 5436.750755 = -8433643.969816
  nChanged 56
		SP:Iteration 46Q (3957.530000 sec): 3 clusters
  Score: Raw -8439102.617665 + Penalty 5436.750755 = -8433665.866911
  nChanged 43
		SP:Iteration 47Q (3957.690000 sec): 3 clusters
  Score: Raw -8439118.887301 + Penalty 5436.750755 = -8433682.136546
  nChanged 34
		SP:Iteration 48Q (3957.840000 sec): 3 clusters
  Score: Raw -8439132.631777 + Penalty 5436.750755 = -8433695.881023
  nChanged 30
		SP:Iteration 49Q (3957.990000 sec): 3 clusters
  Score: Raw -8439145.382269 + Penalty 5436.750755 = -8433708.631514
  nChanged 27
		SP:Iteration 50Q (3958.140000 sec): 3 clusters
  Score: Raw -8439157.903483 + Penalty 5436.750755 = -8433721.152729
  nChanged 27
		SP:Iteration 51Q (3958.290000 sec): 3 clusters
  Score: Raw -8439168.960266 + Penalty 5436.750755 = -8433732.209512
  nChanged 22
		SP:Iteration 52Q (3958.440000 sec): 3 clusters
  Score: Raw -8439177.830256 + Penalty 5436.750755 = -8433741.079501
  nChanged 20
		SP:Iteration 53Q (3958.590000 sec): 3 clusters
  Score: Raw -8439184.933632 + Penalty 5436.750755 = -8433748.182877
  nChanged 20
		SP:Iteration 54Q (3958.730000 sec): 3 clusters
  Score: Raw -8439192.256464 + Penalty 5436.750755 = -8433755.505710
  nChanged 19
		SP:Iteration 55Q (3958.880000 sec): 3 clusters
  Score: Raw -8439201.466253 + Penalty 5436.750755 = -8433764.715499
  nChanged 19
		SP:Iteration 56Q (3959.030000 sec): 3 clusters
  Score: Raw -8439209.570463 + Penalty 5436.750755 = -8433772.819708
  nChanged 15
		SP:Iteration 57Q (3959.180000 sec): 3 clusters
  Score: Raw -8439217.743398 + Penalty 5436.750755 = -8433780.992643
  nChanged 17
		SP:Iteration 58Q (3959.330000 sec): 3 clusters
  Score: Raw -8439224.895124 + Penalty 5436.750755 = -8433788.144370
  nChanged 11
		SP:Iteration 59Q (3959.480000 sec): 3 clusters
  Score: Raw -8439229.750186 + Penalty 5436.750755 = -8433792.999432
  nChanged 10
		SP:Iteration 60F (3959.690000 sec): 3 clusters
  Score: Raw -8439233.631674 + Penalty 5436.750755 = -8433796.880919
  nChanged 8
		SP:Iteration 61Q (3959.830000 sec): 3 clusters
  Score: Raw -8439237.579916 + Penalty 5436.750755 = -8433800.829162
  nChanged 14
		SP:Iteration 62Q (3959.980000 sec): 3 clusters
  Score: Raw -8439245.361228 + Penalty 5436.750755 = -8433808.610473
  nChanged 10
		SP:Iteration 63Q (3960.130000 sec): 3 clusters
  Score: Raw -8439249.760348 + Penalty 5436.750755 = -8433813.009593
  nChanged 15
		SP:Iteration 64Q (3960.280000 sec): 3 clusters
  Score: Raw -8439254.537254 + Penalty 5436.750755 = -8433817.786499
  nChanged 7
		SP:Iteration 65Q (3960.430000 sec): 3 clusters
  Score: Raw -8439256.552483 + Penalty 5436.750755 = -8433819.801728
  nChanged 9
		SP:Iteration 66Q (3960.570000 sec): 3 clusters
  Score: Raw -8439259.013239 + Penalty 5436.750755 = -8433822.262485
  nChanged 2
		SP:Iteration 67Q (3960.720000 sec): 3 clusters
  Score: Raw -8439259.733262 + Penalty 5436.750755 = -8433822.982508
  nChanged 3
		SP:Iteration 68Q (3960.870000 sec): 3 clusters
  Score: Raw -8439260.536891 + Penalty 5436.750755 = -8433823.786136
  nChanged 1
		SP:Iteration 69Q (3961.020000 sec): 3 clusters
  Score: Raw -8439260.748014 + Penalty 5436.750755 = -8433823.997260
  nChanged 1
		SP:Iteration 70Q (3961.170000 sec): 3 clusters
  Score: Raw -8439260.847980 + Penalty 5436.750755 = -8433824.097226
  nChanged 0
		SP:Iteration 71F (3961.370000 sec): 3 clusters
  Score: Raw -8439260.847980 + Penalty 5436.750755 = -8433824.097226
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (3722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3961.410000 sec): 2 clusters
  Score: Raw -522082.777177 + Penalty 2039.060076 = -520043.717100
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3961.430000 sec): 3 clusters
  Score: Raw -520405.480780 + Penalty 4078.120153 = -516327.360627
  nChanged 1304
		SP:Iteration 1F (3961.440000 sec): 3 clusters
  Score: Raw -521211.384949 + Penalty 4078.120153 = -517133.264797
  nChanged 273
		SP:Iteration 2F (3961.450000 sec): 3 clusters
  Score: Raw -521372.435843 + Penalty 4078.120153 = -517294.315690
  nChanged 162
		SP:Iteration 3Q (3961.470000 sec): 3 clusters
  Score: Raw -521467.114234 + Penalty 4078.120153 = -517388.994081
  nChanged 116
		SP:Iteration 4Q (3961.480000 sec): 3 clusters
  Score: Raw -521532.237827 + Penalty 4078.120153 = -517454.117675
  nChanged 101
		SP:Iteration 5Q (3961.490000 sec): 3 clusters
  Score: Raw -521586.427683 + Penalty 4078.120153 = -517508.307530
  nChanged 79
		SP:Iteration 6Q (3961.510000 sec): 3 clusters
  Score: Raw -521622.012019 + Penalty 4078.120153 = -517543.891866
  nChanged 55
		SP:Iteration 7Q (3961.520000 sec): 3 clusters
  Score: Raw -521648.823209 + Penalty 4078.120153 = -517570.703056
  nChanged 50
		SP:Iteration 8Q (3961.530000 sec): 3 clusters
  Score: Raw -521669.596522 + Penalty 4078.120153 = -517591.476370
  nChanged 39
		SP:Iteration 9Q (3961.550000 sec): 3 clusters
  Score: Raw -521687.494058 + Penalty 4078.120153 = -517609.373905
  nChanged 33
		SP:Iteration 10Q (3961.560000 sec): 3 clusters
  Score: Raw -521701.051619 + Penalty 4078.120153 = -517622.931466
  nChanged 28
		SP:Iteration 11Q (3961.570000 sec): 3 clusters
  Score: Raw -521711.536487 + Penalty 4078.120153 = -517633.416335
  nChanged 20
		SP:Iteration 12Q (3961.590000 sec): 3 clusters
  Score: Raw -521722.290283 + Penalty 4078.120153 = -517644.170131
  nChanged 27
		SP:Iteration 13Q (3961.600000 sec): 3 clusters
  Score: Raw -521735.615231 + Penalty 4078.120153 = -517657.495078
  nChanged 29
		SP:Iteration 14Q (3961.610000 sec): 3 clusters
  Score: Raw -521748.576407 + Penalty 4078.120153 = -517670.456255
  nChanged 27
		SP:Iteration 15Q (3961.630000 sec): 3 clusters
  Score: Raw -521758.499636 + Penalty 4078.120153 = -517680.379483
  nChanged 20
		SP:Iteration 16Q (3961.640000 sec): 3 clusters
  Score: Raw -521764.715131 + Penalty 4078.120153 = -517686.594978
  nChanged 12
		SP:Iteration 17Q (3961.650000 sec): 3 clusters
  Score: Raw -521768.170313 + Penalty 4078.120153 = -517690.050160
  nChanged 8
		SP:Iteration 18Q (3961.670000 sec): 3 clusters
  Score: Raw -521771.231420 + Penalty 4078.120153 = -517693.111267
  nChanged 8
		SP:Iteration 19Q (3961.680000 sec): 3 clusters
  Score: Raw -521773.761686 + Penalty 4078.120153 = -517695.641533
  nChanged 11
		SP:Iteration 20F (3961.690000 sec): 3 clusters
  Score: Raw -521778.351327 + Penalty 4078.120153 = -517700.231175
  nChanged 19
		SP:Iteration 21Q (3961.710000 sec): 3 clusters
  Score: Raw -521785.397360 + Penalty 4078.120153 = -517707.277207
  nChanged 19
		SP:Iteration 22Q (3961.720000 sec): 3 clusters
  Score: Raw -521793.424139 + Penalty 4078.120153 = -517715.303986
  nChanged 25
		SP:Iteration 23Q (3961.730000 sec): 3 clusters
  Score: Raw -521803.244406 + Penalty 4078.120153 = -517725.124254
  nChanged 21
		SP:Iteration 24Q (3961.750000 sec): 3 clusters
  Score: Raw -521812.037578 + Penalty 4078.120153 = -517733.917425
  nChanged 23
		SP:Iteration 25Q (3961.760000 sec): 3 clusters
  Score: Raw -521822.312444 + Penalty 4078.120153 = -517744.192291
  nChanged 25
		SP:Iteration 26Q (3961.770000 sec): 3 clusters
  Score: Raw -521831.619215 + Penalty 4078.120153 = -517753.499062
  nChanged 19
		SP:Iteration 27Q (3961.790000 sec): 3 clusters
  Score: Raw -521838.711737 + Penalty 4078.120153 = -517760.591584
  nChanged 15
		SP:Iteration 28Q (3961.800000 sec): 3 clusters
  Score: Raw -521845.854205 + Penalty 4078.120153 = -517767.734052
  nChanged 21
		SP:Iteration 29Q (3961.810000 sec): 3 clusters
  Score: Raw -521855.320844 + Penalty 4078.120153 = -517777.200692
  nChanged 18
		SP:Iteration 30Q (3961.830000 sec): 3 clusters
  Score: Raw -521865.266142 + Penalty 4078.120153 = -517787.145989
  nChanged 28
		SP:Iteration 31Q (3961.840000 sec): 3 clusters
  Score: Raw -521879.772284 + Penalty 4078.120153 = -517801.652131
  nChanged 27
		SP:Iteration 32Q (3961.850000 sec): 3 clusters
  Score: Raw -521891.532581 + Penalty 4078.120153 = -517813.412428
  nChanged 24
		SP:Iteration 33Q (3961.870000 sec): 3 clusters
  Score: Raw -521904.306024 + Penalty 4078.120153 = -517826.185871
  nChanged 31
		SP:Iteration 34Q (3961.880000 sec): 3 clusters
  Score: Raw -521922.222961 + Penalty 4078.120153 = -517844.102808
  nChanged 31
		SP:Iteration 35Q (3961.890000 sec): 3 clusters
  Score: Raw -521943.318002 + Penalty 4078.120153 = -517865.197849
  nChanged 33
		SP:Iteration 36Q (3961.910000 sec): 3 clusters
  Score: Raw -521963.768014 + Penalty 4078.120153 = -517885.647861
  nChanged 31
		SP:Iteration 37Q (3961.920000 sec): 3 clusters
  Score: Raw -521983.533519 + Penalty 4078.120153 = -517905.413366
  nChanged 38
		SP:Iteration 38Q (3961.930000 sec): 3 clusters
  Score: Raw -522009.174578 + Penalty 4078.120153 = -517931.054425
  nChanged 48
		SP:Iteration 39Q (3961.950000 sec): 3 clusters
  Score: Raw -522042.713459 + Penalty 4078.120153 = -517964.593306
  nChanged 52
		SP:Iteration 40F (3961.960000 sec): 3 clusters
  Score: Raw -522079.335606 + Penalty 4078.120153 = -518001.215453
  nChanged 53
		SP:Iteration 41Q (3961.970000 sec): 3 clusters
  Score: Raw -522113.466579 + Penalty 4078.120153 = -518035.346426
  nChanged 42
		SP:Iteration 42Q (3961.990000 sec): 3 clusters
  Score: Raw -522144.716281 + Penalty 4078.120153 = -518066.596128
  nChanged 33
		SP:Iteration 43Q (3962.000000 sec): 3 clusters
  Score: Raw -522173.627992 + Penalty 4078.120153 = -518095.507839
  nChanged 52
		SP:Iteration 44Q (3962.010000 sec): 3 clusters
  Score: Raw -522221.767914 + Penalty 4078.120153 = -518143.647761
  nChanged 45
		SP:Iteration 45Q (3962.030000 sec): 3 clusters
  Score: Raw -522252.300247 + Penalty 4078.120153 = -518174.180094
  nChanged 38
		SP:Iteration 46Q (3962.040000 sec): 3 clusters
  Score: Raw -522275.770161 + Penalty 4078.120153 = -518197.650008
  nChanged 26
		SP:Iteration 47Q (3962.050000 sec): 3 clusters
  Score: Raw -522302.252279 + Penalty 4078.120153 = -518224.132126
  nChanged 33
		SP:Iteration 48Q (3962.060000 sec): 3 clusters
  Score: Raw -522323.167246 + Penalty 4078.120153 = -518245.047094
  nChanged 23
		SP:Iteration 49Q (3962.070000 sec): 3 clusters
  Score: Raw -522338.100745 + Penalty 4078.120153 = -518259.980592
  nChanged 26
		SP:Iteration 50Q (3962.090000 sec): 3 clusters
  Score: Raw -522356.373218 + Penalty 4078.120153 = -518278.253065
  nChanged 26
		SP:Iteration 51Q (3962.100000 sec): 3 clusters
  Score: Raw -522375.737483 + Penalty 4078.120153 = -518297.617330
  nChanged 26
		SP:Iteration 52Q (3962.110000 sec): 3 clusters
  Score: Raw -522396.507522 + Penalty 4078.120153 = -518318.387369
  nChanged 28
		SP:Iteration 53Q (3962.120000 sec): 3 clusters
  Score: Raw -522419.451560 + Penalty 4078.120153 = -518341.331407
  nChanged 30
		SP:Iteration 54Q (3962.130000 sec): 3 clusters
  Score: Raw -522441.701598 + Penalty 4078.120153 = -518363.581446
  nChanged 24
		SP:Iteration 55Q (3962.150000 sec): 3 clusters
  Score: Raw -522457.523091 + Penalty 4078.120153 = -518379.402938
  nChanged 26
		SP:Iteration 56Q (3962.160000 sec): 3 clusters
  Score: Raw -522474.298154 + Penalty 4078.120153 = -518396.178001
  nChanged 27
		SP:Iteration 57Q (3962.170000 sec): 3 clusters
  Score: Raw -522496.748063 + Penalty 4078.120153 = -518418.627910
  nChanged 39
		SP:Iteration 58Q (3962.180000 sec): 3 clusters
  Score: Raw -522538.348238 + Penalty 4078.120153 = -518460.228085
  nChanged 47
		SP:Iteration 59Q (3962.190000 sec): 3 clusters
  Score: Raw -522580.211287 + Penalty 4078.120153 = -518502.091134
  nChanged 42
		SP:Iteration 60F (3962.210000 sec): 3 clusters
  Score: Raw -522617.514493 + Penalty 4078.120153 = -518539.394340
  nChanged 38
		SP:Iteration 61Q (3962.220000 sec): 3 clusters
  Score: Raw -522649.263553 + Penalty 4078.120153 = -518571.143400
  nChanged 41
		SP:Iteration 62Q (3962.230000 sec): 3 clusters
  Score: Raw -522686.876189 + Penalty 4078.120153 = -518608.756036
  nChanged 46
		SP:Iteration 63Q (3962.240000 sec): 3 clusters
  Score: Raw -522729.729142 + Penalty 4078.120153 = -518651.608989
  nChanged 41
		SP:Iteration 64Q (3962.250000 sec): 3 clusters
  Score: Raw -522768.132568 + Penalty 4078.120153 = -518690.012415
  nChanged 39
		SP:Iteration 65Q (3962.270000 sec): 3 clusters
  Score: Raw -522799.575422 + Penalty 4078.120153 = -518721.455269
  nChanged 38
		SP:Iteration 66Q (3962.280000 sec): 3 clusters
  Score: Raw -522824.745934 + Penalty 4078.120153 = -518746.625781
  nChanged 24
		SP:Iteration 67Q (3962.290000 sec): 3 clusters
  Score: Raw -522841.519070 + Penalty 4078.120153 = -518763.398918
  nChanged 19
		SP:Iteration 68Q (3962.300000 sec): 3 clusters
  Score: Raw -522855.725781 + Penalty 4078.120153 = -518777.605628
  nChanged 17
		SP:Iteration 69Q (3962.310000 sec): 3 clusters
  Score: Raw -522867.796558 + Penalty 4078.120153 = -518789.676405
  nChanged 11
		SP:Iteration 70Q (3962.320000 sec): 3 clusters
  Score: Raw -522872.424944 + Penalty 4078.120153 = -518794.304791
  nChanged 8
		SP:Iteration 71Q (3962.330000 sec): 3 clusters
  Score: Raw -522877.188346 + Penalty 4078.120153 = -518799.068193
  nChanged 4
		SP:Iteration 72Q (3962.350000 sec): 3 clusters
  Score: Raw -522880.184579 + Penalty 4078.120153 = -518802.064426
  nChanged 2
		SP:Iteration 73Q (3962.360000 sec): 3 clusters
  Score: Raw -522881.228548 + Penalty 4078.120153 = -518803.108395
  nChanged 1
		SP:Iteration 74Q (3962.370000 sec): 3 clusters
  Score: Raw -522881.696072 + Penalty 4078.120153 = -518803.575919
  nChanged 3
		SP:Iteration 75Q (3962.380000 sec): 3 clusters
  Score: Raw -522883.578477 + Penalty 4078.120153 = -518805.458324
  nChanged 2
		SP:Iteration 76Q (3962.390000 sec): 3 clusters
  Score: Raw -522884.940280 + Penalty 4078.120153 = -518806.820127
  nChanged 2
		SP:Iteration 77Q (3962.400000 sec): 3 clusters
  Score: Raw -522885.736907 + Penalty 4078.120153 = -518807.616754
  nChanged 1
		SP:Iteration 78Q (3962.410000 sec): 3 clusters
  Score: Raw -522886.614413 + Penalty 4078.120153 = -518808.494260
  nChanged 1
		SP:Iteration 79Q (3962.430000 sec): 3 clusters
  Score: Raw -522886.840632 + Penalty 4078.120153 = -518808.720479
  nChanged 2
		SP:Iteration 80F (3962.440000 sec): 3 clusters
  Score: Raw -522887.460433 + Penalty 4078.120153 = -518809.340280
  nChanged 1
		SP:Iteration 81Q (3962.450000 sec): 3 clusters
  Score: Raw -522888.030474 + Penalty 4078.120153 = -518809.910321
  nChanged 1
		SP:Iteration 82Q (3962.460000 sec): 3 clusters
  Score: Raw -522888.613523 + Penalty 4078.120153 = -518810.493370
  nChanged 2
		SP:Iteration 83Q (3962.470000 sec): 3 clusters
  Score: Raw -522889.552479 + Penalty 4078.120153 = -518811.432326
  nChanged 1
		SP:Iteration 84Q (3962.490000 sec): 3 clusters
  Score: Raw -522889.900736 + Penalty 4078.120153 = -518811.780583
  nChanged 1
		SP:Iteration 85Q (3962.490000 sec): 3 clusters
  Score: Raw -522890.651395 + Penalty 4078.120153 = -518812.531242
  nChanged 2
		SP:Iteration 86Q (3962.510000 sec): 3 clusters
  Score: Raw -522891.253041 + Penalty 4078.120153 = -518813.132888
  nChanged 1
		SP:Iteration 87Q (3962.520000 sec): 3 clusters
  Score: Raw -522891.911904 + Penalty 4078.120153 = -518813.791751
  nChanged 0
		SP:Iteration 88F (3962.530000 sec): 3 clusters
  Score: Raw -522891.911904 + Penalty 4078.120153 = -518813.791751
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (2088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3962.540000 sec): 2 clusters
  Score: Raw -279211.497539 + Penalty 1895.702563 = -277315.794976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3962.550000 sec): 3 clusters
  Score: Raw -278635.734363 + Penalty 3791.405127 = -274844.329236
  nChanged 736
		SP:Iteration 1F (3962.560000 sec): 3 clusters
  Score: Raw -280200.896917 + Penalty 3791.405127 = -276409.491791
  nChanged 389
		SP:Iteration 2F (3962.560000 sec): 3 clusters
  Score: Raw -281829.802494 + Penalty 3791.405127 = -278038.397367
  nChanged 212
		SP:Iteration 3F (3962.570000 sec): 3 clusters
  Score: Raw -282532.343953 + Penalty 3791.405127 = -278740.938826
  nChanged 87
		SP:Iteration 4Q (3962.580000 sec): 3 clusters
  Score: Raw -282684.103144 + Penalty 3791.405127 = -278892.698017
  nChanged 29
		SP:Iteration 5Q (3962.580000 sec): 3 clusters
  Score: Raw -282764.838921 + Penalty 3791.405127 = -278973.433794
  nChanged 14
		SP:Iteration 6Q (3962.590000 sec): 3 clusters
  Score: Raw -282885.345154 + Penalty 3791.405127 = -279093.940028
  nChanged 12
		SP:Iteration 7Q (3962.590000 sec): 3 clusters
  Score: Raw -282995.151885 + Penalty 3791.405127 = -279203.746759
  nChanged 6
		SP:Iteration 8Q (3962.600000 sec): 3 clusters
  Score: Raw -283001.708523 + Penalty 3791.405127 = -279210.303397
  nChanged 3
		SP:Iteration 9Q (3962.610000 sec): 3 clusters
  Score: Raw -283004.849328 + Penalty 3791.405127 = -279213.444202
  nChanged 2
		SP:Iteration 10Q (3962.610000 sec): 3 clusters
  Score: Raw -283006.193711 + Penalty 3791.405127 = -279214.788584
  nChanged 0
		SP:Iteration 11F (3962.620000 sec): 3 clusters
  Score: Raw -283006.193711 + Penalty 3791.405127 = -279214.788584
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 23.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (35055 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3962.740000 sec): 2 clusters
  Score: Raw -5255597.260587 + Penalty 2595.239037 = -5253002.021550
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3962.870000 sec): 3 clusters
  Score: Raw -5234329.586042 + Penalty 5190.478074 = -5229139.107968
  nChanged 15869
		SP:Iteration 1F (3963.000000 sec): 3 clusters
  Score: Raw -5243089.225203 + Penalty 5190.478074 = -5237898.747130
  nChanged 1755
		SP:Iteration 2F (3963.130000 sec): 3 clusters
  Score: Raw -5243819.046166 + Penalty 5190.478074 = -5238628.568092
  nChanged 1690
		SP:Iteration 3Q (3963.260000 sec): 3 clusters
  Score: Raw -5244569.797288 + Penalty 5190.478074 = -5239379.319215
  nChanged 1628
		SP:Iteration 4Q (3963.390000 sec): 3 clusters
  Score: Raw -5245334.989599 + Penalty 5190.478074 = -5240144.511525
  nChanged 1650
		SP:Iteration 5Q (3963.520000 sec): 3 clusters
  Score: Raw -5246093.140453 + Penalty 5190.478074 = -5240902.662380
  nChanged 1546
		SP:Iteration 6Q (3963.650000 sec): 3 clusters
  Score: Raw -5246842.437952 + Penalty 5190.478074 = -5241651.959878
  nChanged 1510
		SP:Iteration 7Q (3963.790000 sec): 3 clusters
  Score: Raw -5247582.716216 + Penalty 5190.478074 = -5242392.238142
  nChanged 1547
		SP:Iteration 8Q (3963.910000 sec): 3 clusters
  Score: Raw -5248404.648516 + Penalty 5190.478074 = -5243214.170442
  nChanged 1614
		SP:Iteration 9Q (3964.040000 sec): 3 clusters
  Score: Raw -5249363.957261 + Penalty 5190.478074 = -5244173.479188
  nChanged 1649
		SP:Iteration 10Q (3964.170000 sec): 3 clusters
  Score: Raw -5250505.863870 + Penalty 5190.478074 = -5245315.385797
  nChanged 1634
		SP:Iteration 11Q (3964.300000 sec): 3 clusters
  Score: Raw -5251782.240251 + Penalty 5190.478074 = -5246591.762178
  nChanged 1461
		SP:Iteration 12Q (3964.420000 sec): 3 clusters
  Score: Raw -5252968.545482 + Penalty 5190.478074 = -5247778.067409
  nChanged 1119
		SP:Iteration 13Q (3964.540000 sec): 3 clusters
  Score: Raw -5253826.052951 + Penalty 5190.478074 = -5248635.574877
  nChanged 770
		SP:Iteration 14Q (3964.650000 sec): 3 clusters
  Score: Raw -5254360.181034 + Penalty 5190.478074 = -5249169.702961
  nChanged 576
		SP:Iteration 15Q (3964.760000 sec): 3 clusters
  Score: Raw -5254717.347586 + Penalty 5190.478074 = -5249526.869512
  nChanged 454
		SP:Iteration 16Q (3964.860000 sec): 3 clusters
  Score: Raw -5255000.821694 + Penalty 5190.478074 = -5249810.343620
  nChanged 354
		SP:Iteration 17Q (3964.960000 sec): 3 clusters
  Score: Raw -5255203.063241 + Penalty 5190.478074 = -5250012.585167
  nChanged 289
		SP:Iteration 18Q (3965.060000 sec): 3 clusters
  Score: Raw -5255371.809861 + Penalty 5190.478074 = -5250181.331787
  nChanged 225
		SP:Iteration 19Q (3965.160000 sec): 3 clusters
  Score: Raw -5255510.242670 + Penalty 5190.478074 = -5250319.764597
  nChanged 157
		SP:Iteration 20F (3965.290000 sec): 3 clusters
  Score: Raw -5255601.754460 + Penalty 5190.478074 = -5250411.276386
  nChanged 133
		SP:Iteration 21Q (3965.380000 sec): 3 clusters
  Score: Raw -5255673.522239 + Penalty 5190.478074 = -5250483.044166
  nChanged 77
		SP:Iteration 22Q (3965.480000 sec): 3 clusters
  Score: Raw -5255715.744566 + Penalty 5190.478074 = -5250525.266493
  nChanged 64
		SP:Iteration 23Q (3965.570000 sec): 3 clusters
  Score: Raw -5255749.737844 + Penalty 5190.478074 = -5250559.259770
  nChanged 62
		SP:Iteration 24Q (3965.670000 sec): 3 clusters
  Score: Raw -5255786.415568 + Penalty 5190.478074 = -5250595.937494
  nChanged 48
		SP:Iteration 25Q (3965.760000 sec): 3 clusters
  Score: Raw -5255818.740679 + Penalty 5190.478074 = -5250628.262606
  nChanged 48
		SP:Iteration 26Q (3965.850000 sec): 3 clusters
  Score: Raw -5255844.994109 + Penalty 5190.478074 = -5250654.516035
  nChanged 44
		SP:Iteration 27Q (3965.950000 sec): 3 clusters
  Score: Raw -5255867.700737 + Penalty 5190.478074 = -5250677.222663
  nChanged 34
		SP:Iteration 28Q (3966.040000 sec): 3 clusters
  Score: Raw -5255884.329251 + Penalty 5190.478074 = -5250693.851178
  nChanged 27
		SP:Iteration 29Q (3966.130000 sec): 3 clusters
  Score: Raw -5255898.442269 + Penalty 5190.478074 = -5250707.964196
  nChanged 17
		SP:Iteration 30Q (3966.220000 sec): 3 clusters
  Score: Raw -5255908.170139 + Penalty 5190.478074 = -5250717.692066
  nChanged 15
		SP:Iteration 31Q (3966.310000 sec): 3 clusters
  Score: Raw -5255916.232293 + Penalty 5190.478074 = -5250725.754219
  nChanged 15
		SP:Iteration 32Q (3966.410000 sec): 3 clusters
  Score: Raw -5255924.203029 + Penalty 5190.478074 = -5250733.724955
  nChanged 12
		SP:Iteration 33Q (3966.500000 sec): 3 clusters
  Score: Raw -5255932.330360 + Penalty 5190.478074 = -5250741.852287
  nChanged 16
		SP:Iteration 34Q (3966.590000 sec): 3 clusters
  Score: Raw -5255942.811739 + Penalty 5190.478074 = -5250752.333666
  nChanged 16
		SP:Iteration 35Q (3966.680000 sec): 3 clusters
  Score: Raw -5255952.145354 + Penalty 5190.478074 = -5250761.667280
  nChanged 14
		SP:Iteration 36Q (3966.770000 sec): 3 clusters
  Score: Raw -5255960.830231 + Penalty 5190.478074 = -5250770.352158
  nChanged 13
		SP:Iteration 37Q (3966.860000 sec): 3 clusters
  Score: Raw -5255969.589602 + Penalty 5190.478074 = -5250779.111528
  nChanged 13
		SP:Iteration 38Q (3966.950000 sec): 3 clusters
  Score: Raw -5255981.147772 + Penalty 5190.478074 = -5250790.669698
  nChanged 13
		SP:Iteration 39Q (3967.050000 sec): 3 clusters
  Score: Raw -5255989.026082 + Penalty 5190.478074 = -5250798.548009
  nChanged 9
		SP:Iteration 40F (3967.170000 sec): 3 clusters
  Score: Raw -5255993.328592 + Penalty 5190.478074 = -5250802.850519
  nChanged 3
		SP:Iteration 41Q (3967.260000 sec): 3 clusters
  Score: Raw -5255995.186513 + Penalty 5190.478074 = -5250804.708440
  nChanged 6
		SP:Iteration 42Q (3967.350000 sec): 3 clusters
  Score: Raw -5255999.683762 + Penalty 5190.478074 = -5250809.205689
  nChanged 5
		SP:Iteration 43Q (3967.450000 sec): 3 clusters
  Score: Raw -5256002.417156 + Penalty 5190.478074 = -5250811.939083
  nChanged 2
		SP:Iteration 44Q (3967.540000 sec): 3 clusters
  Score: Raw -5256004.503198 + Penalty 5190.478074 = -5250814.025124
  nChanged 2
		SP:Iteration 45Q (3967.630000 sec): 3 clusters
  Score: Raw -5256005.640412 + Penalty 5190.478074 = -5250815.162338
  nChanged 2
		SP:Iteration 46Q (3967.720000 sec): 3 clusters
  Score: Raw -5256006.499191 + Penalty 5190.478074 = -5250816.021117
  nChanged 1
		SP:Iteration 47Q (3967.810000 sec): 3 clusters
  Score: Raw -5256006.850206 + Penalty 5190.478074 = -5250816.372133
  nChanged 1
		SP:Iteration 48Q (3967.900000 sec): 3 clusters
  Score: Raw -5256007.439681 + Penalty 5190.478074 = -5250816.961607
  nChanged 0
		SP:Iteration 49F (3968.030000 sec): 3 clusters
  Score: Raw -5256007.439681 + Penalty 5190.478074 = -5250816.961607
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (21659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3968.100000 sec): 2 clusters
  Score: Raw -3063377.155095 + Penalty 2475.827735 = -3060901.327360
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3968.180000 sec): 3 clusters
  Score: Raw -3050727.295317 + Penalty 4951.655470 = -3045775.639846
  nChanged 9554
		SP:Iteration 1F (3968.260000 sec): 3 clusters
  Score: Raw -3055903.682020 + Penalty 4951.655470 = -3050952.026549
  nChanged 1195
		SP:Iteration 2F (3968.340000 sec): 3 clusters
  Score: Raw -3056357.063750 + Penalty 4951.655470 = -3051405.408280
  nChanged 1010
		SP:Iteration 3Q (3968.420000 sec): 3 clusters
  Score: Raw -3056718.742096 + Penalty 4951.655470 = -3051767.086626
  nChanged 910
		SP:Iteration 4Q (3968.500000 sec): 3 clusters
  Score: Raw -3057039.772578 + Penalty 4951.655470 = -3052088.117108
  nChanged 843
		SP:Iteration 5Q (3968.580000 sec): 3 clusters
  Score: Raw -3057340.285633 + Penalty 4951.655470 = -3052388.630163
  nChanged 754
		SP:Iteration 6Q (3968.660000 sec): 3 clusters
  Score: Raw -3057593.772328 + Penalty 4951.655470 = -3052642.116858
  nChanged 726
		SP:Iteration 7Q (3968.740000 sec): 3 clusters
  Score: Raw -3057856.896632 + Penalty 4951.655470 = -3052905.241161
  nChanged 716
		SP:Iteration 8Q (3968.830000 sec): 3 clusters
  Score: Raw -3058102.280699 + Penalty 4951.655470 = -3053150.625229
  nChanged 668
		SP:Iteration 9Q (3968.910000 sec): 3 clusters
  Score: Raw -3058338.542045 + Penalty 4951.655470 = -3053386.886575
  nChanged 673
		SP:Iteration 10Q (3968.990000 sec): 3 clusters
  Score: Raw -3058606.987336 + Penalty 4951.655470 = -3053655.331866
  nChanged 699
		SP:Iteration 11Q (3969.070000 sec): 3 clusters
  Score: Raw -3058938.315696 + Penalty 4951.655470 = -3053986.660226
  nChanged 792
		SP:Iteration 12Q (3969.150000 sec): 3 clusters
  Score: Raw -3059362.851395 + Penalty 4951.655470 = -3054411.195925
  nChanged 845
		SP:Iteration 13Q (3969.230000 sec): 3 clusters
  Score: Raw -3059879.333198 + Penalty 4951.655470 = -3054927.677728
  nChanged 896
		SP:Iteration 14Q (3969.310000 sec): 3 clusters
  Score: Raw -3060439.153153 + Penalty 4951.655470 = -3055487.497683
  nChanged 827
		SP:Iteration 15Q (3969.390000 sec): 3 clusters
  Score: Raw -3060906.728349 + Penalty 4951.655470 = -3055955.072879
  nChanged 669
		SP:Iteration 16Q (3969.470000 sec): 3 clusters
  Score: Raw -3061206.254997 + Penalty 4951.655470 = -3056254.599527
  nChanged 484
		SP:Iteration 17Q (3969.550000 sec): 3 clusters
  Score: Raw -3061357.073636 + Penalty 4951.655470 = -3056405.418165
  nChanged 347
		SP:Iteration 18Q (3969.620000 sec): 3 clusters
  Score: Raw -3061449.247057 + Penalty 4951.655470 = -3056497.591586
  nChanged 269
		SP:Iteration 19Q (3969.700000 sec): 3 clusters
  Score: Raw -3061519.289156 + Penalty 4951.655470 = -3056567.633686
  nChanged 232
		SP:Iteration 20F (3969.770000 sec): 3 clusters
  Score: Raw -3061573.367138 + Penalty 4951.655470 = -3056621.711667
  nChanged 184
		SP:Iteration 21Q (3969.850000 sec): 3 clusters
  Score: Raw -3061616.561431 + Penalty 4951.655470 = -3056664.905961
  nChanged 172
		SP:Iteration 22Q (3969.930000 sec): 3 clusters
  Score: Raw -3061647.193155 + Penalty 4951.655470 = -3056695.537685
  nChanged 132
		SP:Iteration 23Q (3970.000000 sec): 3 clusters
  Score: Raw -3061670.346966 + Penalty 4951.655470 = -3056718.691496
  nChanged 132
		SP:Iteration 24Q (3970.080000 sec): 3 clusters
  Score: Raw -3061693.738953 + Penalty 4951.655470 = -3056742.083483
  nChanged 125
		SP:Iteration 25Q (3970.150000 sec): 3 clusters
  Score: Raw -3061713.938744 + Penalty 4951.655470 = -3056762.283274
  nChanged 102
		SP:Iteration 26Q (3970.230000 sec): 3 clusters
  Score: Raw -3061733.509086 + Penalty 4951.655470 = -3056781.853616
  nChanged 112
		SP:Iteration 27Q (3970.300000 sec): 3 clusters
  Score: Raw -3061750.579048 + Penalty 4951.655470 = -3056798.923578
  nChanged 102
		SP:Iteration 28Q (3970.380000 sec): 3 clusters
  Score: Raw -3061765.150205 + Penalty 4951.655470 = -3056813.494735
  nChanged 84
		SP:Iteration 29Q (3970.450000 sec): 3 clusters
  Score: Raw -3061777.953990 + Penalty 4951.655470 = -3056826.298520
  nChanged 86
		SP:Iteration 30Q (3970.530000 sec): 3 clusters
  Score: Raw -3061789.709142 + Penalty 4951.655470 = -3056838.053672
  nChanged 71
		SP:Iteration 31Q (3970.600000 sec): 3 clusters
  Score: Raw -3061798.066154 + Penalty 4951.655470 = -3056846.410683
  nChanged 74
		SP:Iteration 32Q (3970.670000 sec): 3 clusters
  Score: Raw -3061807.230330 + Penalty 4951.655470 = -3056855.574860
  nChanged 79
		SP:Iteration 33Q (3970.750000 sec): 3 clusters
  Score: Raw -3061819.688238 + Penalty 4951.655470 = -3056868.032768
  nChanged 81
		SP:Iteration 34Q (3970.830000 sec): 3 clusters
  Score: Raw -3061831.787273 + Penalty 4951.655470 = -3056880.131803
  nChanged 83
		SP:Iteration 35Q (3970.900000 sec): 3 clusters
  Score: Raw -3061844.631190 + Penalty 4951.655470 = -3056892.975719
  nChanged 99
		SP:Iteration 36Q (3970.980000 sec): 3 clusters
  Score: Raw -3061857.471898 + Penalty 4951.655470 = -3056905.816428
  nChanged 82
		SP:Iteration 37Q (3971.050000 sec): 3 clusters
  Score: Raw -3061869.775728 + Penalty 4951.655470 = -3056918.120258
  nChanged 71
		SP:Iteration 38Q (3971.130000 sec): 3 clusters
  Score: Raw -3061879.709327 + Penalty 4951.655470 = -3056928.053857
  nChanged 74
		SP:Iteration 39Q (3971.210000 sec): 3 clusters
  Score: Raw -3061889.860545 + Penalty 4951.655470 = -3056938.205075
  nChanged 74
		SP:Iteration 40F (3971.280000 sec): 3 clusters
  Score: Raw -3061899.207126 + Penalty 4951.655470 = -3056947.551655
  nChanged 66
		SP:Iteration 41Q (3971.360000 sec): 3 clusters
  Score: Raw -3061907.535368 + Penalty 4951.655470 = -3056955.879897
  nChanged 65
		SP:Iteration 42Q (3971.430000 sec): 3 clusters
  Score: Raw -3061916.013576 + Penalty 4951.655470 = -3056964.358105
  nChanged 64
		SP:Iteration 43Q (3971.510000 sec): 3 clusters
  Score: Raw -3061923.807103 + Penalty 4951.655470 = -3056972.151632
  nChanged 53
		SP:Iteration 44Q (3971.580000 sec): 3 clusters
  Score: Raw -3061929.998254 + Penalty 4951.655470 = -3056978.342783
  nChanged 46
		SP:Iteration 45Q (3971.650000 sec): 3 clusters
  Score: Raw -3061935.303553 + Penalty 4951.655470 = -3056983.648082
  nChanged 49
		SP:Iteration 46Q (3971.730000 sec): 3 clusters
  Score: Raw -3061940.615993 + Penalty 4951.655470 = -3056988.960523
  nChanged 51
		SP:Iteration 47Q (3971.800000 sec): 3 clusters
  Score: Raw -3061945.513590 + Penalty 4951.655470 = -3056993.858120
  nChanged 28
		SP:Iteration 48Q (3971.880000 sec): 3 clusters
  Score: Raw -3061947.977456 + Penalty 4951.655470 = -3056996.321985
  nChanged 21
		SP:Iteration 49Q (3971.950000 sec): 3 clusters
  Score: Raw -3061949.362767 + Penalty 4951.655470 = -3056997.707297
  nChanged 17
		SP:Iteration 50Q (3972.030000 sec): 3 clusters
  Score: Raw -3061950.654355 + Penalty 4951.655470 = -3056998.998885
  nChanged 13
		SP:Iteration 51Q (3972.100000 sec): 3 clusters
  Score: Raw -3061951.747515 + Penalty 4951.655470 = -3057000.092044
  nChanged 15
		SP:Iteration 52Q (3972.170000 sec): 3 clusters
  Score: Raw -3061953.117810 + Penalty 4951.655470 = -3057001.462340
  nChanged 16
		SP:Iteration 53Q (3972.250000 sec): 3 clusters
  Score: Raw -3061954.726495 + Penalty 4951.655470 = -3057003.071024
  nChanged 22
		SP:Iteration 54Q (3972.330000 sec): 3 clusters
  Score: Raw -3061956.386857 + Penalty 4951.655470 = -3057004.731387
  nChanged 22
		SP:Iteration 55Q (3972.400000 sec): 3 clusters
  Score: Raw -3061958.262952 + Penalty 4951.655470 = -3057006.607482
  nChanged 29
		SP:Iteration 56Q (3972.480000 sec): 3 clusters
  Score: Raw -3061961.397077 + Penalty 4951.655470 = -3057009.741607
  nChanged 34
		SP:Iteration 57Q (3972.550000 sec): 3 clusters
  Score: Raw -3061964.954448 + Penalty 4951.655470 = -3057013.298978
  nChanged 36
		SP:Iteration 58Q (3972.630000 sec): 3 clusters
  Score: Raw -3061968.703479 + Penalty 4951.655470 = -3057017.048009
  nChanged 39
		SP:Iteration 59Q (3972.710000 sec): 3 clusters
  Score: Raw -3061972.846775 + Penalty 4951.655470 = -3057021.191304
  nChanged 44
		SP:Iteration 60F (3972.790000 sec): 3 clusters
  Score: Raw -3061978.080481 + Penalty 4951.655470 = -3057026.425010
  nChanged 53
		SP:Iteration 61Q (3972.860000 sec): 3 clusters
  Score: Raw -3061984.858547 + Penalty 4951.655470 = -3057033.203077
  nChanged 63
		SP:Iteration 62Q (3972.940000 sec): 3 clusters
  Score: Raw -3061992.512460 + Penalty 4951.655470 = -3057040.856990
  nChanged 55
		SP:Iteration 63Q (3973.010000 sec): 3 clusters
  Score: Raw -3061998.828686 + Penalty 4951.655470 = -3057047.173216
  nChanged 37
		SP:Iteration 64Q (3973.090000 sec): 3 clusters
  Score: Raw -3062002.081561 + Penalty 4951.655470 = -3057050.426091
  nChanged 30
		SP:Iteration 65Q (3973.160000 sec): 3 clusters
  Score: Raw -3062004.673249 + Penalty 4951.655470 = -3057053.017779
  nChanged 25
		SP:Iteration 66Q (3973.240000 sec): 3 clusters
  Score: Raw -3062007.160775 + Penalty 4951.655470 = -3057055.505305
  nChanged 28
		SP:Iteration 67Q (3973.310000 sec): 3 clusters
  Score: Raw -3062010.084763 + Penalty 4951.655470 = -3057058.429293
  nChanged 33
		SP:Iteration 68Q (3973.390000 sec): 3 clusters
  Score: Raw -3062013.591766 + Penalty 4951.655470 = -3057061.936296
  nChanged 38
		SP:Iteration 69Q (3973.460000 sec): 3 clusters
  Score: Raw -3062016.944407 + Penalty 4951.655470 = -3057065.288937
  nChanged 35
		SP:Iteration 70Q (3973.540000 sec): 3 clusters
  Score: Raw -3062019.772697 + Penalty 4951.655470 = -3057068.117227
  nChanged 31
		SP:Iteration 71Q (3973.610000 sec): 3 clusters
  Score: Raw -3062022.806594 + Penalty 4951.655470 = -3057071.151124
  nChanged 35
		SP:Iteration 72Q (3973.690000 sec): 3 clusters
  Score: Raw -3062026.054383 + Penalty 4951.655470 = -3057074.398912
  nChanged 33
		SP:Iteration 73Q (3973.760000 sec): 3 clusters
  Score: Raw -3062028.869514 + Penalty 4951.655470 = -3057077.214044
  nChanged 31
		SP:Iteration 74Q (3973.840000 sec): 3 clusters
  Score: Raw -3062031.298883 + Penalty 4951.655470 = -3057079.643413
  nChanged 32
		SP:Iteration 75Q (3973.910000 sec): 3 clusters
  Score: Raw -3062033.729651 + Penalty 4951.655470 = -3057082.074181
  nChanged 31
		SP:Iteration 76Q (3973.990000 sec): 3 clusters
  Score: Raw -3062035.869402 + Penalty 4951.655470 = -3057084.213931
  nChanged 26
		SP:Iteration 77Q (3974.060000 sec): 3 clusters
  Score: Raw -3062038.040678 + Penalty 4951.655470 = -3057086.385208
  nChanged 25
		SP:Iteration 78Q (3974.140000 sec): 3 clusters
  Score: Raw -3062040.067446 + Penalty 4951.655470 = -3057088.411976
  nChanged 33
		SP:Iteration 79Q (3974.210000 sec): 3 clusters
  Score: Raw -3062042.902692 + Penalty 4951.655470 = -3057091.247222
  nChanged 30
		SP:Iteration 80F (3974.290000 sec): 3 clusters
  Score: Raw -3062045.496704 + Penalty 4951.655470 = -3057093.841233
  nChanged 26
		SP:Iteration 81Q (3974.370000 sec): 3 clusters
  Score: Raw -3062047.795323 + Penalty 4951.655470 = -3057096.139853
  nChanged 30
		SP:Iteration 82Q (3974.440000 sec): 3 clusters
  Score: Raw -3062051.228853 + Penalty 4951.655470 = -3057099.573383
  nChanged 34
		SP:Iteration 83Q (3974.520000 sec): 3 clusters
  Score: Raw -3062055.092601 + Penalty 4951.655470 = -3057103.437130
  nChanged 39
		SP:Iteration 84Q (3974.600000 sec): 3 clusters
  Score: Raw -3062058.629574 + Penalty 4951.655470 = -3057106.974103
  nChanged 33
		SP:Iteration 85Q (3974.670000 sec): 3 clusters
  Score: Raw -3062061.999454 + Penalty 4951.655470 = -3057110.343984
  nChanged 35
		SP:Iteration 86Q (3974.750000 sec): 3 clusters
  Score: Raw -3062065.744363 + Penalty 4951.655470 = -3057114.088893
  nChanged 36
		SP:Iteration 87Q (3974.820000 sec): 3 clusters
  Score: Raw -3062069.359160 + Penalty 4951.655470 = -3057117.703690
  nChanged 46
		SP:Iteration 88Q (3974.900000 sec): 3 clusters
  Score: Raw -3062074.514134 + Penalty 4951.655470 = -3057122.858664
  nChanged 52
		SP:Iteration 89Q (3974.980000 sec): 3 clusters
  Score: Raw -3062081.340379 + Penalty 4951.655470 = -3057129.684909
  nChanged 61
		SP:Iteration 90Q (3975.050000 sec): 3 clusters
  Score: Raw -3062091.097419 + Penalty 4951.655470 = -3057139.441949
  nChanged 82
		SP:Iteration 91Q (3975.130000 sec): 3 clusters
  Score: Raw -3062103.070735 + Penalty 4951.655470 = -3057151.415265
  nChanged 89
		SP:Iteration 92Q (3975.200000 sec): 3 clusters
  Score: Raw -3062117.022143 + Penalty 4951.655470 = -3057165.366673
  nChanged 102
		SP:Iteration 93Q (3975.280000 sec): 3 clusters
  Score: Raw -3062134.654677 + Penalty 4951.655470 = -3057182.999206
  nChanged 109
		SP:Iteration 94Q (3975.350000 sec): 3 clusters
  Score: Raw -3062153.823554 + Penalty 4951.655470 = -3057202.168083
  nChanged 95
		SP:Iteration 95Q (3975.430000 sec): 3 clusters
  Score: Raw -3062168.769451 + Penalty 4951.655470 = -3057217.113981
  nChanged 88
		SP:Iteration 96Q (3975.500000 sec): 3 clusters
  Score: Raw -3062180.461076 + Penalty 4951.655470 = -3057228.805605
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		SP:Iteration 97Q (3975.580000 sec): 3 clusters
  Score: Raw -3062192.208858 + Penalty 4951.655470 = -3057240.553388
  nChanged 83
		SP:Iteration 98Q (3975.650000 sec): 3 clusters
  Score: Raw -3062205.162982 + Penalty 4951.655470 = -3057253.507512
  nChanged 87
		SP:Iteration 99Q (3975.730000 sec): 3 clusters
  Score: Raw -3062221.425015 + Penalty 4951.655470 = -3057269.769545
  nChanged 100
		SP:Iteration 100F (3975.810000 sec): 3 clusters
  Score: Raw -3062237.033588 + Penalty 4951.655470 = -3057285.378117
  nChanged 89
		SP:Iteration 101Q (3975.880000 sec): 3 clusters
  Score: Raw -3062249.614445 + Penalty 4951.655470 = -3057297.958975
  nChanged 87
		SP:Iteration 102Q (3975.960000 sec): 3 clusters
  Score: Raw -3062262.987555 + Penalty 4951.655470 = -3057311.332085
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		SP:Iteration 103Q (3976.030000 sec): 3 clusters
  Score: Raw -3062276.226303 + Penalty 4951.655470 = -3057324.570832
  nChanged 73
		SP:Iteration 104Q (3976.110000 sec): 3 clusters
  Score: Raw -3062288.199574 + Penalty 4951.655470 = -3057336.544104
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		SP:Iteration 105Q (3976.180000 sec): 3 clusters
  Score: Raw -3062300.962884 + Penalty 4951.655470 = -3057349.307414
  nChanged 79
		SP:Iteration 106Q (3976.260000 sec): 3 clusters
  Score: Raw -3062314.137384 + Penalty 4951.655470 = -3057362.481914
  nChanged 88
		SP:Iteration 107Q (3976.330000 sec): 3 clusters
  Score: Raw -3062330.336776 + Penalty 4951.655470 = -3057378.681306
  nChanged 102
		SP:Iteration 108Q (3976.400000 sec): 3 clusters
  Score: Raw -3062348.676441 + Penalty 4951.655470 = -3057397.020971
  nChanged 99
		SP:Iteration 109Q (3976.480000 sec): 3 clusters
  Score: Raw -3062368.108893 + Penalty 4951.655470 = -3057416.453423
  nChanged 104
		SP:Iteration 110Q (3976.550000 sec): 3 clusters
  Score: Raw -3062388.024637 + Penalty 4951.655470 = -3057436.369166
  nChanged 90
		SP:Iteration 111Q (3976.630000 sec): 3 clusters
  Score: Raw -3062403.598978 + Penalty 4951.655470 = -3057451.943508
  nChanged 84
		SP:Iteration 112Q (3976.700000 sec): 3 clusters
  Score: Raw -3062419.141330 + Penalty 4951.655470 = -3057467.485860
  nChanged 98
		SP:Iteration 113Q (3976.770000 sec): 3 clusters
  Score: Raw -3062441.569025 + Penalty 4951.655470 = -3057489.913555
  nChanged 112
		SP:Iteration 114Q (3976.850000 sec): 3 clusters
  Score: Raw -3062465.052412 + Penalty 4951.655470 = -3057513.396941
  nChanged 108
		SP:Iteration 115Q (3976.920000 sec): 3 clusters
  Score: Raw -3062487.983903 + Penalty 4951.655470 = -3057536.328433
  nChanged 117
		SP:Iteration 116Q (3976.990000 sec): 3 clusters
  Score: Raw -3062511.849769 + Penalty 4951.655470 = -3057560.194299
  nChanged 106
		SP:Iteration 117Q (3977.070000 sec): 3 clusters
  Score: Raw -3062534.531874 + Penalty 4951.655470 = -3057582.876404
  nChanged 119
		SP:Iteration 118Q (3977.140000 sec): 3 clusters
  Score: Raw -3062558.171344 + Penalty 4951.655470 = -3057606.515874
  nChanged 115
		SP:Iteration 119Q (3977.210000 sec): 3 clusters
  Score: Raw -3062582.040065 + Penalty 4951.655470 = -3057630.384595
  nChanged 110
		SP:Iteration 120F (3977.290000 sec): 3 clusters
  Score: Raw -3062607.880259 + Penalty 4951.655470 = -3057656.224788
  nChanged 124
		SP:Iteration 121Q (3977.360000 sec): 3 clusters
  Score: Raw -3062639.568206 + Penalty 4951.655470 = -3057687.912736
  nChanged 107
		SP:Iteration 122Q (3977.440000 sec): 3 clusters
  Score: Raw -3062664.410143 + Penalty 4951.655470 = -3057712.754672
  nChanged 130
		SP:Iteration 123Q (3977.510000 sec): 3 clusters
  Score: Raw -3062694.074945 + Penalty 4951.655470 = -3057742.419475
  nChanged 124
		SP:Iteration 124Q (3977.580000 sec): 3 clusters
  Score: Raw -3062724.092629 + Penalty 4951.655470 = -3057772.437159
  nChanged 126
		SP:Iteration 125Q (3977.660000 sec): 3 clusters
  Score: Raw -3062754.706408 + Penalty 4951.655470 = -3057803.050938
  nChanged 110
		SP:Iteration 126Q (3977.730000 sec): 3 clusters
  Score: Raw -3062783.459759 + Penalty 4951.655470 = -3057831.804289
  nChanged 130
		SP:Iteration 127Q (3977.800000 sec): 3 clusters
  Score: Raw -3062817.165035 + Penalty 4951.655470 = -3057865.509565
  nChanged 139
		SP:Iteration 128Q (3977.880000 sec): 3 clusters
  Score: Raw -3062852.655516 + Penalty 4951.655470 = -3057901.000045
  nChanged 115
		SP:Iteration 129Q (3977.950000 sec): 3 clusters
  Score: Raw -3062882.879438 + Penalty 4951.655470 = -3057931.223968
  nChanged 110
		SP:Iteration 130Q (3978.020000 sec): 3 clusters
  Score: Raw -3062915.804292 + Penalty 4951.655470 = -3057964.148822
  nChanged 110
		SP:Iteration 131Q (3978.090000 sec): 3 clusters
  Score: Raw -3062948.946467 + Penalty 4951.655470 = -3057997.290996
  nChanged 122
		SP:Iteration 132Q (3978.160000 sec): 3 clusters
  Score: Raw -3062982.990768 + Penalty 4951.655470 = -3058031.335298
  nChanged 107
		SP:Iteration 133Q (3978.230000 sec): 3 clusters
  Score: Raw -3063017.825285 + Penalty 4951.655470 = -3058066.169814
  nChanged 108
		SP:Iteration 134Q (3978.300000 sec): 3 clusters
  Score: Raw -3063051.955002 + Penalty 4951.655470 = -3058100.299532
  nChanged 109
		SP:Iteration 135Q (3978.370000 sec): 3 clusters
  Score: Raw -3063081.227143 + Penalty 4951.655470 = -3058129.571673
  nChanged 102
		SP:Iteration 136Q (3978.440000 sec): 3 clusters
  Score: Raw -3063108.938083 + Penalty 4951.655470 = -3058157.282613
  nChanged 102
		SP:Iteration 137Q (3978.510000 sec): 3 clusters
  Score: Raw -3063133.738672 + Penalty 4951.655470 = -3058182.083202
  nChanged 86
		SP:Iteration 138Q (3978.580000 sec): 3 clusters
  Score: Raw -3063153.974025 + Penalty 4951.655470 = -3058202.318555
  nChanged 73
		SP:Iteration 139Q (3978.650000 sec): 3 clusters
  Score: Raw -3063170.415733 + Penalty 4951.655470 = -3058218.760263
  nChanged 69
		SP:Iteration 140F (3978.730000 sec): 3 clusters
  Score: Raw -3063184.485883 + Penalty 4951.655470 = -3058232.830413
  nChanged 67
		SP:Iteration 141Q (3978.800000 sec): 3 clusters
  Score: Raw -3063197.832327 + Penalty 4951.655470 = -3058246.176856
  nChanged 59
		SP:Iteration 142Q (3978.870000 sec): 3 clusters
  Score: Raw -3063209.083088 + Penalty 4951.655470 = -3058257.427618
  nChanged 68
		SP:Iteration 143Q (3978.940000 sec): 3 clusters
  Score: Raw -3063221.442777 + Penalty 4951.655470 = -3058269.787307
  nChanged 65
		SP:Iteration 144Q (3979.010000 sec): 3 clusters
  Score: Raw -3063232.080364 + Penalty 4951.655470 = -3058280.424894
  nChanged 48
		SP:Iteration 145Q (3979.080000 sec): 3 clusters
  Score: Raw -3063238.608861 + Penalty 4951.655470 = -3058286.953391
  nChanged 33
		SP:Iteration 146Q (3979.140000 sec): 3 clusters
  Score: Raw -3063243.398650 + Penalty 4951.655470 = -3058291.743179
  nChanged 30
		SP:Iteration 147Q (3979.210000 sec): 3 clusters
  Score: Raw -3063247.643585 + Penalty 4951.655470 = -3058295.988115
  nChanged 30
		SP:Iteration 148Q (3979.280000 sec): 3 clusters
  Score: Raw -3063252.562054 + Penalty 4951.655470 = -3058300.906583
  nChanged 27
		SP:Iteration 149Q (3979.350000 sec): 3 clusters
  Score: Raw -3063256.471841 + Penalty 4951.655470 = -3058304.816370
  nChanged 25
		SP:Iteration 150Q (3979.420000 sec): 3 clusters
  Score: Raw -3063260.363663 + Penalty 4951.655470 = -3058308.708193
  nChanged 21
		SP:Iteration 151Q (3979.480000 sec): 3 clusters
  Score: Raw -3063265.512431 + Penalty 4951.655470 = -3058313.856961
  nChanged 23
		SP:Iteration 152Q (3979.550000 sec): 3 clusters
  Score: Raw -3063268.948079 + Penalty 4951.655470 = -3058317.292609
  nChanged 32
		SP:Iteration 153Q (3979.620000 sec): 3 clusters
  Score: Raw -3063274.450579 + Penalty 4951.655470 = -3058322.795109
  nChanged 27
		SP:Iteration 154Q (3979.680000 sec): 3 clusters
  Score: Raw -3063278.270000 + Penalty 4951.655470 = -3058326.614530
  nChanged 16
		SP:Iteration 155Q (3979.750000 sec): 3 clusters
  Score: Raw -3063280.497903 + Penalty 4951.655470 = -3058328.842433
  nChanged 21
		SP:Iteration 156Q (3979.820000 sec): 3 clusters
  Score: Raw -3063283.499106 + Penalty 4951.655470 = -3058331.843636
  nChanged 21
		SP:Iteration 157Q (3979.890000 sec): 3 clusters
  Score: Raw -3063286.184678 + Penalty 4951.655470 = -3058334.529207
  nChanged 19
		SP:Iteration 158Q (3979.960000 sec): 3 clusters
  Score: Raw -3063288.770999 + Penalty 4951.655470 = -3058337.115528
  nChanged 17
		SP:Iteration 159Q (3980.020000 sec): 3 clusters
  Score: Raw -3063290.945407 + Penalty 4951.655470 = -3058339.289936
  nChanged 14
		SP:Iteration 160F (3980.100000 sec): 3 clusters
  Score: Raw -3063292.420104 + Penalty 4951.655470 = -3058340.764634
  nChanged 6
		SP:Iteration 161Q (3980.170000 sec): 3 clusters
  Score: Raw -3063293.036941 + Penalty 4951.655470 = -3058341.381471
  nChanged 7
		SP:Iteration 162Q (3980.240000 sec): 3 clusters
  Score: Raw -3063293.552586 + Penalty 4951.655470 = -3058341.897116
  nChanged 5
		SP:Iteration 163Q (3980.300000 sec): 3 clusters
  Score: Raw -3063294.088351 + Penalty 4951.655470 = -3058342.432881
  nChanged 6
		SP:Iteration 164Q (3980.370000 sec): 3 clusters
  Score: Raw -3063294.782812 + Penalty 4951.655470 = -3058343.127342
  nChanged 6
		SP:Iteration 165Q (3980.440000 sec): 3 clusters
  Score: Raw -3063295.529379 + Penalty 4951.655470 = -3058343.873909
  nChanged 4
		SP:Iteration 166Q (3980.510000 sec): 3 clusters
  Score: Raw -3063295.949838 + Penalty 4951.655470 = -3058344.294368
  nChanged 5
		SP:Iteration 167Q (3980.580000 sec): 3 clusters
  Score: Raw -3063296.821999 + Penalty 4951.655470 = -3058345.166529
  nChanged 5
		SP:Iteration 168Q (3980.640000 sec): 3 clusters
  Score: Raw -3063297.448438 + Penalty 4951.655470 = -3058345.792967
  nChanged 12
		SP:Iteration 169Q (3980.710000 sec): 3 clusters
  Score: Raw -3063299.173132 + Penalty 4951.655470 = -3058347.517661
  nChanged 9
		SP:Iteration 170Q (3980.780000 sec): 3 clusters
  Score: Raw -3063300.189094 + Penalty 4951.655470 = -3058348.533624
  nChanged 12
		SP:Iteration 171Q (3980.840000 sec): 3 clusters
  Score: Raw -3063302.251938 + Penalty 4951.655470 = -3058350.596468
  nChanged 15
		SP:Iteration 172Q (3980.910000 sec): 3 clusters
  Score: Raw -3063304.620425 + Penalty 4951.655470 = -3058352.964955
  nChanged 12
		SP:Iteration 173Q (3980.980000 sec): 3 clusters
  Score: Raw -3063305.685327 + Penalty 4951.655470 = -3058354.029857
  nChanged 6
		SP:Iteration 174Q (3981.040000 sec): 3 clusters
  Score: Raw -3063306.386929 + Penalty 4951.655470 = -3058354.731459
  nChanged 6
		SP:Iteration 175Q (3981.110000 sec): 3 clusters
  Score: Raw -3063306.987516 + Penalty 4951.655470 = -3058355.332046
  nChanged 8
		SP:Iteration 176Q (3981.180000 sec): 3 clusters
  Score: Raw -3063307.725889 + Penalty 4951.655470 = -3058356.070419
  nChanged 9
		SP:Iteration 177Q (3981.240000 sec): 3 clusters
  Score: Raw -3063308.631365 + Penalty 4951.655470 = -3058356.975895
  nChanged 8
		SP:Iteration 178Q (3981.310000 sec): 3 clusters
  Score: Raw -3063309.464339 + Penalty 4951.655470 = -3058357.808869
  nChanged 9
		SP:Iteration 179Q (3981.380000 sec): 3 clusters
  Score: Raw -3063310.356434 + Penalty 4951.655470 = -3058358.700964
  nChanged 9
		SP:Iteration 180F (3981.460000 sec): 3 clusters
  Score: Raw -3063311.186140 + Penalty 4951.655470 = -3058359.530669
  nChanged 8
		SP:Iteration 181Q (3981.520000 sec): 3 clusters
  Score: Raw -3063312.221244 + Penalty 4951.655470 = -3058360.565773
  nChanged 6
		SP:Iteration 182Q (3981.590000 sec): 3 clusters
  Score: Raw -3063312.901357 + Penalty 4951.655470 = -3058361.245886
  nChanged 4
		SP:Iteration 183Q (3981.660000 sec): 3 clusters
  Score: Raw -3063313.748513 + Penalty 4951.655470 = -3058362.093042
  nChanged 3
		SP:Iteration 184Q (3981.720000 sec): 3 clusters
  Score: Raw -3063314.191740 + Penalty 4951.655470 = -3058362.536269
  nChanged 5
		SP:Iteration 185Q (3981.790000 sec): 3 clusters
  Score: Raw -3063314.782932 + Penalty 4951.655470 = -3058363.127462
  nChanged 7
		SP:Iteration 186Q (3981.860000 sec): 3 clusters
  Score: Raw -3063315.783853 + Penalty 4951.655470 = -3058364.128383
  nChanged 4
		SP:Iteration 187Q (3981.920000 sec): 3 clusters
  Score: Raw -3063316.074584 + Penalty 4951.655470 = -3058364.419114
  nChanged 6
		SP:Iteration 188Q (3981.990000 sec): 3 clusters
  Score: Raw -3063317.251043 + Penalty 4951.655470 = -3058365.595573
  nChanged 11
		SP:Iteration 189Q (3982.060000 sec): 3 clusters
  Score: Raw -3063319.382895 + Penalty 4951.655470 = -3058367.727424
  nChanged 14
		SP:Iteration 190Q (3982.120000 sec): 3 clusters
  Score: Raw -3063320.896330 + Penalty 4951.655470 = -3058369.240860
  nChanged 14
		SP:Iteration 191Q (3982.190000 sec): 3 clusters
  Score: Raw -3063322.498739 + Penalty 4951.655470 = -3058370.843269
  nChanged 9
		SP:Iteration 192Q (3982.260000 sec): 3 clusters
  Score: Raw -3063323.577188 + Penalty 4951.655470 = -3058371.921718
  nChanged 10
		SP:Iteration 193Q (3982.320000 sec): 3 clusters
  Score: Raw -3063325.101954 + Penalty 4951.655470 = -3058373.446484
  nChanged 11
		SP:Iteration 194Q (3982.390000 sec): 3 clusters
  Score: Raw -3063326.505219 + Penalty 4951.655470 = -3058374.849748
  nChanged 14
		SP:Iteration 195Q (3982.460000 sec): 3 clusters
  Score: Raw -3063328.762380 + Penalty 4951.655470 = -3058377.106909
  nChanged 21
		SP:Iteration 196Q (3982.520000 sec): 3 clusters
  Score: Raw -3063332.398654 + Penalty 4951.655470 = -3058380.743183
  nChanged 23
		SP:Iteration 197Q (3982.590000 sec): 3 clusters
  Score: Raw -3063336.057963 + Penalty 4951.655470 = -3058384.402493
  nChanged 19
		SP:Iteration 198Q (3982.660000 sec): 3 clusters
  Score: Raw -3063338.798149 + Penalty 4951.655470 = -3058387.142679
  nChanged 18
		SP:Iteration 199Q (3982.720000 sec): 3 clusters
  Score: Raw -3063341.222605 + Penalty 4951.655470 = -3058389.567134
  nChanged 18
		SP:Iteration 200F (3982.800000 sec): 3 clusters
  Score: Raw -3063344.409386 + Penalty 4951.655470 = -3058392.753916
  nChanged 22
		SP:Iteration 201Q (3982.870000 sec): 3 clusters
  Score: Raw -3063348.067040 + Penalty 4951.655470 = -3058396.411569
  nChanged 24
		SP:Iteration 202Q (3982.940000 sec): 3 clusters
  Score: Raw -3063351.649536 + Penalty 4951.655470 = -3058399.994066
  nChanged 20
		SP:Iteration 203Q (3983.000000 sec): 3 clusters
  Score: Raw -3063354.146008 + Penalty 4951.655470 = -3058402.490538
  nChanged 17
		SP:Iteration 204Q (3983.070000 sec): 3 clusters
  Score: Raw -3063356.283777 + Penalty 4951.655470 = -3058404.628307
  nChanged 11
		SP:Iteration 205Q (3983.140000 sec): 3 clusters
  Score: Raw -3063357.739701 + Penalty 4951.655470 = -3058406.084230
  nChanged 9
		SP:Iteration 206Q (3983.200000 sec): 3 clusters
  Score: Raw -3063358.845144 + Penalty 4951.655470 = -3058407.189673
  nChanged 9
		SP:Iteration 207Q (3983.270000 sec): 3 clusters
  Score: Raw -3063359.912486 + Penalty 4951.655470 = -3058408.257016
  nChanged 8
		SP:Iteration 208Q (3983.330000 sec): 3 clusters
  Score: Raw -3063361.063754 + Penalty 4951.655470 = -3058409.408284
  nChanged 8
		SP:Iteration 209Q (3983.400000 sec): 3 clusters
  Score: Raw -3063361.900633 + Penalty 4951.655470 = -3058410.245162
  nChanged 7
		SP:Iteration 210Q (3983.470000 sec): 3 clusters
  Score: Raw -3063362.675316 + Penalty 4951.655470 = -3058411.019846
  nChanged 2
		SP:Iteration 211Q (3983.530000 sec): 3 clusters
  Score: Raw -3063362.825955 + Penalty 4951.655470 = -3058411.170485
  nChanged 1
		SP:Iteration 212Q (3983.600000 sec): 3 clusters
  Score: Raw -3063363.011816 + Penalty 4951.655470 = -3058411.356346
  nChanged 2
		SP:Iteration 213Q (3983.670000 sec): 3 clusters
  Score: Raw -3063363.404334 + Penalty 4951.655470 = -3058411.748863
  nChanged 8
		SP:Iteration 214Q (3983.730000 sec): 3 clusters
  Score: Raw -3063364.738602 + Penalty 4951.655470 = -3058413.083132
  nChanged 10
		SP:Iteration 215Q (3983.800000 sec): 3 clusters
  Score: Raw -3063365.641274 + Penalty 4951.655470 = -3058413.985803
  nChanged 5
		SP:Iteration 216Q (3983.860000 sec): 3 clusters
  Score: Raw -3063366.143871 + Penalty 4951.655470 = -3058414.488401
  nChanged 4
		SP:Iteration 217Q (3983.930000 sec): 3 clusters
  Score: Raw -3063366.601257 + Penalty 4951.655470 = -3058414.945787
  nChanged 7
		SP:Iteration 218Q (3984.000000 sec): 3 clusters
  Score: Raw -3063367.611015 + Penalty 4951.655470 = -3058415.955544
  nChanged 6
		SP:Iteration 219Q (3984.060000 sec): 3 clusters
  Score: Raw -3063368.389511 + Penalty 4951.655470 = -3058416.734040
  nChanged 7
		SP:Iteration 220F (3984.140000 sec): 3 clusters
  Score: Raw -3063369.579374 + Penalty 4951.655470 = -3058417.923904
  nChanged 9
		SP:Iteration 221Q (3984.200000 sec): 3 clusters
  Score: Raw -3063370.669171 + Penalty 4951.655470 = -3058419.013700
  nChanged 10
		SP:Iteration 222Q (3984.270000 sec): 3 clusters
  Score: Raw -3063372.036865 + Penalty 4951.655470 = -3058420.381394
  nChanged 10
		SP:Iteration 223Q (3984.340000 sec): 3 clusters
  Score: Raw -3063373.246977 + Penalty 4951.655470 = -3058421.591507
  nChanged 11
		SP:Iteration 224Q (3984.400000 sec): 3 clusters
  Score: Raw -3063374.739209 + Penalty 4951.655470 = -3058423.083738
  nChanged 5
		SP:Iteration 225Q (3984.470000 sec): 3 clusters
  Score: Raw -3063375.340321 + Penalty 4951.655470 = -3058423.684851
  nChanged 5
		SP:Iteration 226Q (3984.540000 sec): 3 clusters
  Score: Raw -3063376.269817 + Penalty 4951.655470 = -3058424.614347
  nChanged 3
		SP:Iteration 227Q (3984.600000 sec): 3 clusters
  Score: Raw -3063376.672202 + Penalty 4951.655470 = -3058425.016732
  nChanged 5
		SP:Iteration 228Q (3984.670000 sec): 3 clusters
  Score: Raw -3063377.341630 + Penalty 4951.655470 = -3058425.686159
  nChanged 7
		SP:Iteration 229Q (3984.730000 sec): 3 clusters
  Score: Raw -3063377.978928 + Penalty 4951.655470 = -3058426.323458
  nChanged 6
		SP:Iteration 230Q (3984.800000 sec): 3 clusters
  Score: Raw -3063378.719538 + Penalty 4951.655470 = -3058427.064067
  nChanged 6
		SP:Iteration 231Q (3984.860000 sec): 3 clusters
  Score: Raw -3063379.330023 + Penalty 4951.655470 = -3058427.674552
  nChanged 3
		SP:Iteration 232Q (3984.930000 sec): 3 clusters
  Score: Raw -3063379.635175 + Penalty 4951.655470 = -3058427.979704
  nChanged 5
		SP:Iteration 233Q (3985.000000 sec): 3 clusters
  Score: Raw -3063380.376385 + Penalty 4951.655470 = -3058428.720915
  nChanged 5
		SP:Iteration 234Q (3985.060000 sec): 3 clusters
  Score: Raw -3063380.963804 + Penalty 4951.655470 = -3058429.308333
  nChanged 6
		SP:Iteration 235Q (3985.120000 sec): 3 clusters
  Score: Raw -3063381.719817 + Penalty 4951.655470 = -3058430.064346
  nChanged 5
		SP:Iteration 236Q (3985.190000 sec): 3 clusters
  Score: Raw -3063382.196371 + Penalty 4951.655470 = -3058430.540901
  nChanged 3
		SP:Iteration 237Q (3985.260000 sec): 3 clusters
  Score: Raw -3063382.511112 + Penalty 4951.655470 = -3058430.855642
  nChanged 3
		SP:Iteration 238Q (3985.320000 sec): 3 clusters
  Score: Raw -3063382.809043 + Penalty 4951.655470 = -3058431.153572
  nChanged 5
		SP:Iteration 239Q (3985.390000 sec): 3 clusters
  Score: Raw -3063383.219434 + Penalty 4951.655470 = -3058431.563963
  nChanged 2
		SP:Iteration 240F (3985.460000 sec): 3 clusters
  Score: Raw -3063383.603043 + Penalty 4951.655470 = -3058431.947572
  nChanged 3
		SP:Iteration 241Q (3985.530000 sec): 3 clusters
  Score: Raw -3063384.029848 + Penalty 4951.655470 = -3058432.374377
  nChanged 6
		SP:Iteration 242Q (3985.600000 sec): 3 clusters
  Score: Raw -3063384.849944 + Penalty 4951.655470 = -3058433.194474
  nChanged 3
		SP:Iteration 243Q (3985.660000 sec): 3 clusters
  Score: Raw -3063385.114859 + Penalty 4951.655470 = -3058433.459389
  nChanged 2
		SP:Iteration 244Q (3985.730000 sec): 3 clusters
  Score: Raw -3063385.299539 + Penalty 4951.655470 = -3058433.644069
  nChanged 2
		SP:Iteration 245Q (3985.800000 sec): 3 clusters
  Score: Raw -3063385.443198 + Penalty 4951.655470 = -3058433.787728
  nChanged 1
		SP:Iteration 246Q (3985.860000 sec): 3 clusters
  Score: Raw -3063385.606173 + Penalty 4951.655470 = -3058433.950702
  nChanged 1
		SP:Iteration 247Q (3985.930000 sec): 3 clusters
  Score: Raw -3063385.721041 + Penalty 4951.655470 = -3058434.065571
  nChanged 1
		SP:Iteration 248Q (3985.990000 sec): 3 clusters
  Score: Raw -3063385.848589 + Penalty 4951.655470 = -3058434.193119
  nChanged 2
		SP:Iteration 249Q (3986.060000 sec): 3 clusters
  Score: Raw -3063386.082947 + Penalty 4951.655470 = -3058434.427477
  nChanged 1
		SP:Iteration 250Q (3986.120000 sec): 3 clusters
  Score: Raw -3063386.186774 + Penalty 4951.655470 = -3058434.531304
  nChanged 0
		SP:Iteration 251F (3986.200000 sec): 3 clusters
  Score: Raw -3063386.186774 + Penalty 4951.655470 = -3058434.531304
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (1090 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3986.220000 sec): 2 clusters
  Score: Raw -150532.910184 + Penalty 1734.495378 = -148798.414806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3986.220000 sec): 3 clusters
  Score: Raw -150336.745879 + Penalty 3468.990756 = -146867.755123
  nChanged 298
		SP:Iteration 1F (3986.220000 sec): 3 clusters
  Score: Raw -150808.676446 + Penalty 3468.990756 = -147339.685690
  nChanged 109
		SP:Iteration 2F (3986.230000 sec): 3 clusters
  Score: Raw -151110.121116 + Penalty 3468.990756 = -147641.130361
  nChanged 74
		SP:Iteration 3F (3986.240000 sec): 3 clusters
  Score: Raw -151358.766574 + Penalty 3468.990756 = -147889.775818
  nChanged 52
		SP:Iteration 4Q (3986.240000 sec): 3 clusters
  Score: Raw -151502.467882 + Penalty 3468.990756 = -148033.477127
  nChanged 41
		SP:Iteration 5Q (3986.240000 sec): 3 clusters
  Score: Raw -151595.216752 + Penalty 3468.990756 = -148126.225996
  nChanged 29
		SP:Iteration 6Q (3986.250000 sec): 3 clusters
  Score: Raw -151644.360325 + Penalty 3468.990756 = -148175.369569
  nChanged 27
		SP:Iteration 7Q (3986.250000 sec): 3 clusters
  Score: Raw -151705.471409 + Penalty 3468.990756 = -148236.480653
  nChanged 32
		SP:Iteration 8Q (3986.250000 sec): 3 clusters
  Score: Raw -151762.474974 + Penalty 3468.990756 = -148293.484218
  nChanged 23
		SP:Iteration 9Q (3986.260000 sec): 3 clusters
  Score: Raw -151811.480889 + Penalty 3468.990756 = -148342.490133
  nChanged 21
		SP:Iteration 10Q (3986.260000 sec): 3 clusters
  Score: Raw -151858.682099 + Penalty 3468.990756 = -148389.691344
  nChanged 24
		SP:Iteration 11Q (3986.260000 sec): 3 clusters
  Score: Raw -151920.114765 + Penalty 3468.990756 = -148451.124009
  nChanged 19
		SP:Iteration 12Q (3986.270000 sec): 3 clusters
  Score: Raw -151971.060065 + Penalty 3468.990756 = -148502.069310
  nChanged 12
		SP:Iteration 13Q (3986.270000 sec): 3 clusters
  Score: Raw -152015.606110 + Penalty 3468.990756 = -148546.615354
  nChanged 14
		SP:Iteration 14Q (3986.270000 sec): 3 clusters
  Score: Raw -152120.459805 + Penalty 3468.990756 = -148651.469049
  nChanged 12
		SP:Iteration 15Q (3986.270000 sec): 3 clusters
  Score: Raw -152232.255220 + Penalty 3468.990756 = -148763.264464
  nChanged 9
		SP:Iteration 16Q (3986.280000 sec): 3 clusters
  Score: Raw -152303.941992 + Penalty 3468.990756 = -148834.951236
  nChanged 7
		SP:Iteration 17Q (3986.280000 sec): 3 clusters
  Score: Raw -152321.081643 + Penalty 3468.990756 = -148852.090887
  nChanged 5
		SP:Iteration 18Q (3986.290000 sec): 3 clusters
  Score: Raw -152327.584758 + Penalty 3468.990756 = -148858.594003
  nChanged 1
		SP:Iteration 19Q (3986.290000 sec): 3 clusters
  Score: Raw -152328.707539 + Penalty 3468.990756 = -148859.716783
  nChanged 1
		SP:Iteration 20F (3986.290000 sec): 3 clusters
  Score: Raw -152330.756869 + Penalty 3468.990756 = -148861.766114
  nChanged 1
		SP:Iteration 21Q (3986.290000 sec): 3 clusters
  Score: Raw -152331.724902 + Penalty 3468.990756 = -148862.734146
  nChanged 1
		SP:Iteration 22Q (3986.300000 sec): 3 clusters
  Score: Raw -152332.938856 + Penalty 3468.990756 = -148863.948100
  nChanged 0
		SP:Iteration 23F (3986.300000 sec): 3 clusters
  Score: Raw -152332.938856 + Penalty 3468.990756 = -148863.948100
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 24.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2436 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3986.310000 sec): 2 clusters
  Score: Raw -341048.277789 + Penalty 1933.931932 = -339114.345857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3986.330000 sec): 3 clusters
  Score: Raw -340103.989390 + Penalty 3867.863864 = -336236.125526
  nChanged 823
		SP:Iteration 1F (3986.330000 sec): 3 clusters
  Score: Raw -340687.521310 + Penalty 3867.863864 = -336819.657446
  nChanged 184
		SP:Iteration 2F (3986.340000 sec): 3 clusters
  Score: Raw -340832.756138 + Penalty 3867.863864 = -336964.892274
  nChanged 115
		SP:Iteration 3Q (3986.350000 sec): 3 clusters
  Score: Raw -340915.608180 + Penalty 3867.863864 = -337047.744316
  nChanged 88
		SP:Iteration 4Q (3986.360000 sec): 3 clusters
  Score: Raw -340990.670369 + Penalty 3867.863864 = -337122.806505
  nChanged 72
		SP:Iteration 5Q (3986.370000 sec): 3 clusters
  Score: Raw -341047.228856 + Penalty 3867.863864 = -337179.364993
  nChanged 65
		SP:Iteration 6Q (3986.380000 sec): 3 clusters
  Score: Raw -341093.163369 + Penalty 3867.863864 = -337225.299505
  nChanged 51
		SP:Iteration 7Q (3986.390000 sec): 3 clusters
  Score: Raw -341138.164008 + Penalty 3867.863864 = -337270.300144
  nChanged 44
		SP:Iteration 8Q (3986.390000 sec): 3 clusters
  Score: Raw -341173.731367 + Penalty 3867.863864 = -337305.867503
  nChanged 35
		SP:Iteration 9Q (3986.400000 sec): 3 clusters
  Score: Raw -341206.680492 + Penalty 3867.863864 = -337338.816628
  nChanged 41
		SP:Iteration 10Q (3986.410000 sec): 3 clusters
  Score: Raw -341246.309625 + Penalty 3867.863864 = -337378.445761
  nChanged 43
		SP:Iteration 11Q (3986.420000 sec): 3 clusters
  Score: Raw -341278.565981 + Penalty 3867.863864 = -337410.702117
  nChanged 31
		SP:Iteration 12Q (3986.430000 sec): 3 clusters
  Score: Raw -341296.027076 + Penalty 3867.863864 = -337428.163212
  nChanged 16
		SP:Iteration 13Q (3986.440000 sec): 3 clusters
  Score: Raw -341306.292633 + Penalty 3867.863864 = -337438.428769
  nChanged 14
		SP:Iteration 14Q (3986.450000 sec): 3 clusters
  Score: Raw -341314.482279 + Penalty 3867.863864 = -337446.618415
  nChanged 13
		SP:Iteration 15Q (3986.450000 sec): 3 clusters
  Score: Raw -341321.001916 + Penalty 3867.863864 = -337453.138052
  nChanged 9
		SP:Iteration 16Q (3986.470000 sec): 3 clusters
  Score: Raw -341326.050954 + Penalty 3867.863864 = -337458.187090
  nChanged 6
		SP:Iteration 17Q (3986.470000 sec): 3 clusters
  Score: Raw -341329.215432 + Penalty 3867.863864 = -337461.351569
  nChanged 6
		SP:Iteration 18Q (3986.480000 sec): 3 clusters
  Score: Raw -341332.712267 + Penalty 3867.863864 = -337464.848403
  nChanged 7
		SP:Iteration 19Q (3986.490000 sec): 3 clusters
  Score: Raw -341336.713715 + Penalty 3867.863864 = -337468.849851
  nChanged 7
		SP:Iteration 20F (3986.500000 sec): 3 clusters
  Score: Raw -341341.499765 + Penalty 3867.863864 = -337473.635901
  nChanged 3
		SP:Iteration 21Q (3986.510000 sec): 3 clusters
  Score: Raw -341343.053301 + Penalty 3867.863864 = -337475.189437
  nChanged 1
		SP:Iteration 22Q (3986.510000 sec): 3 clusters
  Score: Raw -341343.913106 + Penalty 3867.863864 = -337476.049242
  nChanged 1
		SP:Iteration 23Q (3986.530000 sec): 3 clusters
  Score: Raw -341344.226096 + Penalty 3867.863864 = -337476.362232
  nChanged 0
		SP:Iteration 24F (3986.530000 sec): 3 clusters
  Score: Raw -341344.226096 + Penalty 3867.863864 = -337476.362232
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (41480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3986.670000 sec): 2 clusters
  Score: Raw -6044216.585960 + Penalty 2636.975732 = -6041579.610228
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3986.830000 sec): 3 clusters
  Score: Raw -6018853.413692 + Penalty 5273.951465 = -6013579.462227
  nChanged 18942
		SP:Iteration 1F (3986.980000 sec): 3 clusters
  Score: Raw -6029309.678688 + Penalty 5273.951465 = -6024035.727224
  nChanged 1829
		SP:Iteration 2Q (3987.130000 sec): 3 clusters
  Score: Raw -6029984.726491 + Penalty 5273.951465 = -6024710.775026
  nChanged 1786
		SP:Iteration 3Q (3987.290000 sec): 3 clusters
  Score: Raw -6030706.945494 + Penalty 5273.951465 = -6025432.994030
  nChanged 1753
		SP:Iteration 4Q (3987.450000 sec): 3 clusters
  Score: Raw -6031455.536604 + Penalty 5273.951465 = -6026181.585139
  nChanged 1702
		SP:Iteration 5Q (3987.610000 sec): 3 clusters
  Score: Raw -6032193.267351 + Penalty 5273.951465 = -6026919.315887
  nChanged 1659
		SP:Iteration 6Q (3987.760000 sec): 3 clusters
  Score: Raw -6032937.795801 + Penalty 5273.951465 = -6027663.844336
  nChanged 1681
		SP:Iteration 7Q (3987.910000 sec): 3 clusters
  Score: Raw -6033674.976410 + Penalty 5273.951465 = -6028401.024945
  nChanged 1649
		SP:Iteration 8Q (3988.070000 sec): 3 clusters
  Score: Raw -6034436.968645 + Penalty 5273.951465 = -6029163.017181
  nChanged 1712
		SP:Iteration 9Q (3988.220000 sec): 3 clusters
  Score: Raw -6035305.978112 + Penalty 5273.951465 = -6030032.026647
  nChanged 1699
		SP:Iteration 10Q (3988.370000 sec): 3 clusters
  Score: Raw -6036241.180159 + Penalty 5273.951465 = -6030967.228695
  nChanged 1728
		SP:Iteration 11Q (3988.530000 sec): 3 clusters
  Score: Raw -6037197.361830 + Penalty 5273.951465 = -6031923.410365
  nChanged 1715
		SP:Iteration 12Q (3988.680000 sec): 3 clusters
  Score: Raw -6038168.461519 + Penalty 5273.951465 = -6032894.510054
  nChanged 1601
		SP:Iteration 13Q (3988.830000 sec): 3 clusters
  Score: Raw -6039103.282582 + Penalty 5273.951465 = -6033829.331118
  nChanged 1473
		SP:Iteration 14Q (3988.970000 sec): 3 clusters
  Score: Raw -6039995.083758 + Penalty 5273.951465 = -6034721.132294
  nChanged 1392
		SP:Iteration 15Q (3989.120000 sec): 3 clusters
  Score: Raw -6040845.783102 + Penalty 5273.951465 = -6035571.831637
  nChanged 1257
		SP:Iteration 16Q (3989.250000 sec): 3 clusters
  Score: Raw -6041643.465299 + Penalty 5273.951465 = -6036369.513834
  nChanged 1085
		SP:Iteration 17Q (3989.390000 sec): 3 clusters
  Score: Raw -6042394.206097 + Penalty 5273.951465 = -6037120.254632
  nChanged 924
		SP:Iteration 18Q (3989.520000 sec): 3 clusters
  Score: Raw -6043062.711488 + Penalty 5273.951465 = -6037788.760024
  nChanged 739
		SP:Iteration 19Q (3989.640000 sec): 3 clusters
  Score: Raw -6043625.760799 + Penalty 5273.951465 = -6038351.809334
  nChanged 545
		SP:Iteration 20F (3989.790000 sec): 3 clusters
  Score: Raw -6044054.358941 + Penalty 5273.951465 = -6038780.407476
  nChanged 404
		SP:Iteration 21Q (3989.910000 sec): 3 clusters
  Score: Raw -6044389.002336 + Penalty 5273.951465 = -6039115.050871
  nChanged 276
		SP:Iteration 22Q (3990.020000 sec): 3 clusters
  Score: Raw -6044621.173803 + Penalty 5273.951465 = -6039347.222339
  nChanged 165
		SP:Iteration 23Q (3990.130000 sec): 3 clusters
  Score: Raw -6044753.664174 + Penalty 5273.951465 = -6039479.712709
  nChanged 104
		SP:Iteration 24Q (3990.240000 sec): 3 clusters
  Score: Raw -6044836.711792 + Penalty 5273.951465 = -6039562.760328
  nChanged 75
		SP:Iteration 25Q (3990.350000 sec): 3 clusters
  Score: Raw -6044893.066618 + Penalty 5273.951465 = -6039619.115153
  nChanged 55
		SP:Iteration 26Q (3990.460000 sec): 3 clusters
  Score: Raw -6044937.706026 + Penalty 5273.951465 = -6039663.754561
  nChanged 32
		SP:Iteration 27Q (3990.570000 sec): 3 clusters
  Score: Raw -6044961.471886 + Penalty 5273.951465 = -6039687.520422
  nChanged 24
		SP:Iteration 28Q (3990.680000 sec): 3 clusters
  Score: Raw -6044975.708250 + Penalty 5273.951465 = -6039701.756785
  nChanged 15
		SP:Iteration 29Q (3990.780000 sec): 3 clusters
  Score: Raw -6044984.589664 + Penalty 5273.951465 = -6039710.638199
  nChanged 10
		SP:Iteration 30Q (3990.890000 sec): 3 clusters
  Score: Raw -6044992.002428 + Penalty 5273.951465 = -6039718.050963
  nChanged 2
		SP:Iteration 31Q (3991.000000 sec): 3 clusters
  Score: Raw -6044993.423631 + Penalty 5273.951465 = -6039719.472166
  nChanged 3
		SP:Iteration 32Q (3991.100000 sec): 3 clusters
  Score: Raw -6044995.583341 + Penalty 5273.951465 = -6039721.631877
  nChanged 4
		SP:Iteration 33Q (3991.210000 sec): 3 clusters
  Score: Raw -6044996.986100 + Penalty 5273.951465 = -6039723.034636
  nChanged 2
		SP:Iteration 34Q (3991.320000 sec): 3 clusters
  Score: Raw -6044998.147689 + Penalty 5273.951465 = -6039724.196225
  nChanged 2
		SP:Iteration 35Q (3991.420000 sec): 3 clusters
  Score: Raw -6044999.269607 + Penalty 5273.951465 = -6039725.318142
  nChanged 3
		SP:Iteration 36Q (3991.530000 sec): 3 clusters
  Score: Raw -6045001.135536 + Penalty 5273.951465 = -6039727.184072
  nChanged 2
		SP:Iteration 37Q (3991.640000 sec): 3 clusters
  Score: Raw -6045001.844674 + Penalty 5273.951465 = -6039727.893210
  nChanged 1
		SP:Iteration 38Q (3991.740000 sec): 3 clusters
  Score: Raw -6045002.038712 + Penalty 5273.951465 = -6039728.087247
  nChanged 1
		SP:Iteration 39Q (3991.860000 sec): 3 clusters
  Score: Raw -6045002.721982 + Penalty 5273.951465 = -6039728.770517
  nChanged 0
		SP:Iteration 40F (3992.010000 sec): 3 clusters
  Score: Raw -6045005.286108 + Penalty 5273.951465 = -6039731.334643
  nChanged 1
		SP:Iteration 41Q (3992.120000 sec): 3 clusters
  Score: Raw -6045006.313272 + Penalty 5273.951465 = -6039732.361807
  nChanged 0
		SP:Iteration 42F (3992.260000 sec): 3 clusters
  Score: Raw -6045006.313272 + Penalty 5273.951465 = -6039732.361807
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (65664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3992.480000 sec): 2 clusters
  Score: Raw -9455920.363210 + Penalty 2750.891915 = -9453169.471295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3992.730000 sec): 3 clusters
  Score: Raw -9414697.170160 + Penalty 5501.783830 = -9409195.386330
  nChanged 30570
		SP:Iteration 1F (3992.970000 sec): 3 clusters
  Score: Raw -9431823.110412 + Penalty 5501.783830 = -9426321.326582
  nChanged 2742
		SP:Iteration 2Q (3993.220000 sec): 3 clusters
  Score: Raw -9432754.625999 + Penalty 5501.783830 = -9427252.842169
  nChanged 3067
		SP:Iteration 3Q (3993.470000 sec): 3 clusters
  Score: Raw -9434056.832681 + Penalty 5501.783830 = -9428555.048851
  nChanged 3627
		SP:Iteration 4F (3993.710000 sec): 3 clusters
  Score: Raw -9435976.528854 + Penalty 5501.783830 = -9430474.745024
  nChanged 4156
		SP:Iteration 5F (3993.960000 sec): 3 clusters
  Score: Raw -9438598.593171 + Penalty 5501.783830 = -9433096.809341
  nChanged 4484
		SP:Iteration 6F (3994.200000 sec): 3 clusters
  Score: Raw -9441744.903152 + Penalty 5501.783830 = -9436243.119321
  nChanged 4350
		SP:Iteration 7F (3994.450000 sec): 3 clusters
  Score: Raw -9444998.208681 + Penalty 5501.783830 = -9439496.424851
  nChanged 3688
		SP:Iteration 8F (3994.700000 sec): 3 clusters
  Score: Raw -9447727.755909 + Penalty 5501.783830 = -9442225.972079
  nChanged 2871
		SP:Iteration 9Q (3994.930000 sec): 3 clusters
  Score: Raw -9449853.005685 + Penalty 5501.783830 = -9444351.221855
  nChanged 2196
		SP:Iteration 10Q (3995.170000 sec): 3 clusters
  Score: Raw -9451389.888012 + Penalty 5501.783830 = -9445888.104182
  nChanged 1624
		SP:Iteration 11Q (3995.390000 sec): 3 clusters
  Score: Raw -9452481.797028 + Penalty 5501.783830 = -9446980.013198
  nChanged 1286
		SP:Iteration 12Q (3995.600000 sec): 3 clusters
  Score: Raw -9453242.869006 + Penalty 5501.783830 = -9447741.085176
  nChanged 1031
		SP:Iteration 13Q (3995.810000 sec): 3 clusters
  Score: Raw -9453783.971712 + Penalty 5501.783830 = -9448282.187882
  nChanged 860
		SP:Iteration 14Q (3996.010000 sec): 3 clusters
  Score: Raw -9454222.502301 + Penalty 5501.783830 = -9448720.718471
  nChanged 731
		SP:Iteration 15Q (3996.210000 sec): 3 clusters
  Score: Raw -9454609.910770 + Penalty 5501.783830 = -9449108.126940
  nChanged 658
		SP:Iteration 16Q (3996.400000 sec): 3 clusters
  Score: Raw -9454987.922081 + Penalty 5501.783830 = -9449486.138251
  nChanged 581
		SP:Iteration 17Q (3996.590000 sec): 3 clusters
  Score: Raw -9455313.662693 + Penalty 5501.783830 = -9449811.878863
  nChanged 422
		SP:Iteration 18Q (3996.780000 sec): 3 clusters
  Score: Raw -9455562.288390 + Penalty 5501.783830 = -9450060.504560
  nChanged 366
		SP:Iteration 19Q (3996.960000 sec): 3 clusters
  Score: Raw -9455802.485657 + Penalty 5501.783830 = -9450300.701827
  nChanged 279
		SP:Iteration 20F (3997.200000 sec): 3 clusters
  Score: Raw -9455982.739063 + Penalty 5501.783830 = -9450480.955233
  nChanged 206
		SP:Iteration 21Q (3997.380000 sec): 3 clusters
  Score: Raw -9456108.000190 + Penalty 5501.783830 = -9450606.216359
  nChanged 197
		SP:Iteration 22Q (3997.560000 sec): 3 clusters
  Score: Raw -9456229.798285 + Penalty 5501.783830 = -9450728.014455
  nChanged 167
		SP:Iteration 23Q (3997.730000 sec): 3 clusters
  Score: Raw -9456326.203842 + Penalty 5501.783830 = -9450824.420012
  nChanged 133
		SP:Iteration 24Q (3997.900000 sec): 3 clusters
  Score: Raw -9456397.111339 + Penalty 5501.783830 = -9450895.327509
  nChanged 107
		SP:Iteration 25Q (3998.080000 sec): 3 clusters
  Score: Raw -9456455.928477 + Penalty 5501.783830 = -9450954.144647
  nChanged 100
		SP:Iteration 26Q (3998.250000 sec): 3 clusters
  Score: Raw -9456514.371170 + Penalty 5501.783830 = -9451012.587339
  nChanged 85
		SP:Iteration 27Q (3998.420000 sec): 3 clusters
  Score: Raw -9456568.772588 + Penalty 5501.783830 = -9451066.988758
  nChanged 81
		SP:Iteration 28Q (3998.600000 sec): 3 clusters
  Score: Raw -9456608.896839 + Penalty 5501.783830 = -9451107.113009
  nChanged 60
		SP:Iteration 29Q (3998.770000 sec): 3 clusters
  Score: Raw -9456639.631735 + Penalty 5501.783830 = -9451137.847905
  nChanged 50
		SP:Iteration 30Q (3998.940000 sec): 3 clusters
  Score: Raw -9456662.589512 + Penalty 5501.783830 = -9451160.805682
  nChanged 42
		SP:Iteration 31Q (3999.110000 sec): 3 clusters
  Score: Raw -9456686.343404 + Penalty 5501.783830 = -9451184.559574
  nChanged 34
		SP:Iteration 32Q (3999.280000 sec): 3 clusters
  Score: Raw -9456705.712149 + Penalty 5501.783830 = -9451203.928319
  nChanged 35
		SP:Iteration 33Q (3999.450000 sec): 3 clusters
  Score: Raw -9456724.123339 + Penalty 5501.783830 = -9451222.339509
  nChanged 30
		SP:Iteration 34Q (3999.620000 sec): 3 clusters
  Score: Raw -9456739.449276 + Penalty 5501.783830 = -9451237.665446
  nChanged 26
		SP:Iteration 35Q (3999.790000 sec): 3 clusters
  Score: Raw -9456751.340062 + Penalty 5501.783830 = -9451249.556232
  nChanged 20
		SP:Iteration 36Q (3999.960000 sec): 3 clusters
  Score: Raw -9456758.066814 + Penalty 5501.783830 = -9451256.282984
  nChanged 13
		SP:Iteration 37Q (4000.130000 sec): 3 clusters
  Score: Raw -9456761.639803 + Penalty 5501.783830 = -9451259.855973
  nChanged 10
		SP:Iteration 38Q (4000.300000 sec): 3 clusters
  Score: Raw -9456765.514116 + Penalty 5501.783830 = -9451263.730286
  nChanged 9
		SP:Iteration 39Q (4000.470000 sec): 3 clusters
  Score: Raw -9456770.291910 + Penalty 5501.783830 = -9451268.508080
  nChanged 11
		SP:Iteration 40F (4000.710000 sec): 3 clusters
  Score: Raw -9456774.898393 + Penalty 5501.783830 = -9451273.114563
  nChanged 8
		SP:Iteration 41Q (4000.880000 sec): 3 clusters
  Score: Raw -9456777.635990 + Penalty 5501.783830 = -9451275.852159
  nChanged 6
		SP:Iteration 42Q (4001.040000 sec): 3 clusters
  Score: Raw -9456779.156593 + Penalty 5501.783830 = -9451277.372763
  nChanged 4
		SP:Iteration 43Q (4001.210000 sec): 3 clusters
  Score: Raw -9456780.120376 + Penalty 5501.783830 = -9451278.336546
  nChanged 6
		SP:Iteration 44Q (4001.380000 sec): 3 clusters
  Score: Raw -9456782.426824 + Penalty 5501.783830 = -9451280.642994
  nChanged 5
		SP:Iteration 45Q (4001.550000 sec): 3 clusters
  Score: Raw -9456783.896434 + Penalty 5501.783830 = -9451282.112604
  nChanged 5
		SP:Iteration 46Q (4001.720000 sec): 3 clusters
  Score: Raw -9456785.816314 + Penalty 5501.783830 = -9451284.032484
  nChanged 4
		SP:Iteration 47Q (4001.890000 sec): 3 clusters
  Score: Raw -9456786.964952 + Penalty 5501.783830 = -9451285.181121
  nChanged 1
		SP:Iteration 48Q (4002.060000 sec): 3 clusters
  Score: Raw -9456787.262741 + Penalty 5501.783830 = -9451285.478911
  nChanged 3
		SP:Iteration 49Q (4002.220000 sec): 3 clusters
  Score: Raw -9456788.055227 + Penalty 5501.783830 = -9451286.271397
  nChanged 3
		SP:Iteration 50Q (4002.390000 sec): 3 clusters
  Score: Raw -9456788.875335 + Penalty 5501.783830 = -9451287.091505
  nChanged 2
		SP:Iteration 51Q (4002.560000 sec): 3 clusters
  Score: Raw -9456789.267961 + Penalty 5501.783830 = -9451287.484131
  nChanged 2
		SP:Iteration 52Q (4002.730000 sec): 3 clusters
  Score: Raw -9456789.944715 + Penalty 5501.783830 = -9451288.160885
  nChanged 4
		SP:Iteration 53Q (4002.900000 sec): 3 clusters
  Score: Raw -9456791.995941 + Penalty 5501.783830 = -9451290.212111
  nChanged 6
		SP:Iteration 54Q (4003.070000 sec): 3 clusters
  Score: Raw -9456794.607994 + Penalty 5501.783830 = -9451292.824164
  nChanged 8
		SP:Iteration 55Q (4003.240000 sec): 3 clusters
  Score: Raw -9456798.484489 + Penalty 5501.783830 = -9451296.700659
  nChanged 10
		SP:Iteration 56Q (4003.400000 sec): 3 clusters
  Score: Raw -9456802.074961 + Penalty 5501.783830 = -9451300.291131
  nChanged 10
		SP:Iteration 57Q (4003.570000 sec): 3 clusters
  Score: Raw -9456805.642418 + Penalty 5501.783830 = -9451303.858588
  nChanged 9
		SP:Iteration 58Q (4003.740000 sec): 3 clusters
  Score: Raw -9456809.153190 + Penalty 5501.783830 = -9451307.369360
  nChanged 4
		SP:Iteration 59Q (4003.910000 sec): 3 clusters
  Score: Raw -9456812.581173 + Penalty 5501.783830 = -9451310.797343
  nChanged 5
		SP:Iteration 60F (4004.140000 sec): 3 clusters
  Score: Raw -9456814.480006 + Penalty 5501.783830 = -9451312.696176
  nChanged 5
		SP:Iteration 61Q (4004.310000 sec): 3 clusters
  Score: Raw -9456815.757712 + Penalty 5501.783830 = -9451313.973881
  nChanged 1
		SP:Iteration 62Q (4004.480000 sec): 3 clusters
  Score: Raw -9456815.947688 + Penalty 5501.783830 = -9451314.163858
  nChanged 1
		SP:Iteration 63Q (4004.650000 sec): 3 clusters
  Score: Raw -9456816.492976 + Penalty 5501.783830 = -9451314.709146
  nChanged 1
		SP:Iteration 64Q (4004.820000 sec): 3 clusters
  Score: Raw -9456816.622253 + Penalty 5501.783830 = -9451314.838423
  nChanged 0
		SP:Iteration 65F (4005.050000 sec): 3 clusters
  Score: Raw -9456816.622253 + Penalty 5501.783830 = -9451314.838423
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (312482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4006.590000 sec): 2 clusters
  Score: Raw -46366846.089501 + Penalty 3137.770932 = -46363708.318569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4007.750000 sec): 3 clusters
  Score: Raw -46160262.058752 + Penalty 6275.541865 = -46153986.516887
  nChanged 151327
		SP:Iteration 1F (4008.910000 sec): 3 clusters
  Score: Raw -46249929.129061 + Penalty 6275.541865 = -46243653.587197
  nChanged 8515
		SP:Iteration 2Q (4010.090000 sec): 3 clusters
  Score: Raw -46251958.873626 + Penalty 6275.541865 = -46245683.331761
  nChanged 10001
		SP:Iteration 3Q (4011.270000 sec): 3 clusters
  Score: Raw -46255089.781241 + Penalty 6275.541865 = -46248814.239376
  nChanged 12470
		SP:Iteration 4Q (4012.460000 sec): 3 clusters
  Score: Raw -46260417.981432 + Penalty 6275.541865 = -46254142.439567
  nChanged 15390
		SP:Iteration 5Q (4013.630000 sec): 3 clusters
  Score: Raw -46269185.907697 + Penalty 6275.541865 = -46262910.365833
  nChanged 18995
		SP:Iteration 6F (4014.790000 sec): 3 clusters
  Score: Raw -46283231.470552 + Penalty 6275.541865 = -46276955.928687
  nChanged 21589
		SP:Iteration 7F (4015.940000 sec): 3 clusters
  Score: Raw -46302659.908077 + Penalty 6275.541865 = -46296384.366212
  nChanged 21741
		SP:Iteration 8F (4017.100000 sec): 3 clusters
  Score: Raw -46323724.505447 + Penalty 6275.541865 = -46317448.963582
  nChanged 18869
		SP:Iteration 9F (4018.250000 sec): 3 clusters
  Score: Raw -46340485.897239 + Penalty 6275.541865 = -46334210.355375
  nChanged 14805
		SP:Iteration 10Q (4019.330000 sec): 3 clusters
  Score: Raw -46352118.300182 + Penalty 6275.541865 = -46345842.758318
  nChanged 11323
		SP:Iteration 11Q (4020.360000 sec): 3 clusters
  Score: Raw -46360148.180732 + Penalty 6275.541865 = -46353872.638868
  nChanged 8912
		SP:Iteration 12Q (4021.370000 sec): 3 clusters
  Score: Raw -46365818.714719 + Penalty 6275.541865 = -46359543.172854
  nChanged 7192
		SP:Iteration 13Q (4022.350000 sec): 3 clusters
  Score: Raw -46369832.011958 + Penalty 6275.541865 = -46363556.470094
  nChanged 5733
		SP:Iteration 14Q (4023.320000 sec): 3 clusters
  Score: Raw -46372539.340615 + Penalty 6275.541865 = -46366263.798750
  nChanged 4489
		SP:Iteration 15Q (4024.270000 sec): 3 clusters
  Score: Raw -46374280.714214 + Penalty 6275.541865 = -46368005.172350
  nChanged 3432
		SP:Iteration 16Q (4025.200000 sec): 3 clusters
  Score: Raw -46375366.691624 + Penalty 6275.541865 = -46369091.149759
  nChanged 2754
		SP:Iteration 17Q (4026.130000 sec): 3 clusters
  Score: Raw -46376104.522095 + Penalty 6275.541865 = -46369828.980230
  nChanged 2292
		SP:Iteration 18Q (4027.050000 sec): 3 clusters
  Score: Raw -46376633.660264 + Penalty 6275.541865 = -46370358.118399
  nChanged 1961
		SP:Iteration 19Q (4027.980000 sec): 3 clusters
  Score: Raw -46377026.096154 + Penalty 6275.541865 = -46370750.554289
  nChanged 1626
		SP:Iteration 20F (4029.120000 sec): 3 clusters
  Score: Raw -46377307.723237 + Penalty 6275.541865 = -46371032.181372
  nChanged 1406
		SP:Iteration 21Q (4030.020000 sec): 3 clusters
  Score: Raw -46377526.405922 + Penalty 6275.541865 = -46371250.864057
  nChanged 1171
		SP:Iteration 22Q (4030.930000 sec): 3 clusters
  Score: Raw -46377687.289821 + Penalty 6275.541865 = -46371411.747956
  nChanged 963
		SP:Iteration 23Q (4031.830000 sec): 3 clusters
  Score: Raw -46377800.425588 + Penalty 6275.541865 = -46371524.883723
  nChanged 793
		SP:Iteration 24Q (4032.730000 sec): 3 clusters
  Score: Raw -46377883.885426 + Penalty 6275.541865 = -46371608.343562
  nChanged 639
		SP:Iteration 25Q (4033.630000 sec): 3 clusters
  Score: Raw -46377943.041750 + Penalty 6275.541865 = -46371667.499885
  nChanged 546
		SP:Iteration 26Q (4034.520000 sec): 3 clusters
  Score: Raw -46377990.087113 + Penalty 6275.541865 = -46371714.545248
  nChanged 486
		SP:Iteration 27Q (4035.410000 sec): 3 clusters
  Score: Raw -46378030.071956 + Penalty 6275.541865 = -46371754.530091
  nChanged 421
		SP:Iteration 28Q (4036.310000 sec): 3 clusters
  Score: Raw -46378060.694168 + Penalty 6275.541865 = -46371785.152304
  nChanged 332
		SP:Iteration 29Q (4037.210000 sec): 3 clusters
  Score: Raw -46378081.971640 + Penalty 6275.541865 = -46371806.429775
  nChanged 290
		SP:Iteration 30Q (4038.090000 sec): 3 clusters
  Score: Raw -46378099.525120 + Penalty 6275.541865 = -46371823.983256
  nChanged 256
		SP:Iteration 31Q (4038.990000 sec): 3 clusters
  Score: Raw -46378114.552955 + Penalty 6275.541865 = -46371839.011090
  nChanged 231
		SP:Iteration 32Q (4039.870000 sec): 3 clusters
  Score: Raw -46378125.499678 + Penalty 6275.541865 = -46371849.957813
  nChanged 160
		SP:Iteration 33Q (4040.760000 sec): 3 clusters
  Score: Raw -46378131.959993 + Penalty 6275.541865 = -46371856.418129
  nChanged 113
		SP:Iteration 34Q (4041.650000 sec): 3 clusters
  Score: Raw -46378136.289787 + Penalty 6275.541865 = -46371860.747923
  nChanged 97
		SP:Iteration 35Q (4042.540000 sec): 3 clusters
  Score: Raw -46378139.914714 + Penalty 6275.541865 = -46371864.372849
  nChanged 93
		SP:Iteration 36Q (4043.430000 sec): 3 clusters
  Score: Raw -46378143.424208 + Penalty 6275.541865 = -46371867.882344
  nChanged 84
		SP:Iteration 37Q (4044.310000 sec): 3 clusters
  Score: Raw -46378146.879850 + Penalty 6275.541865 = -46371871.337985
  nChanged 72
		SP:Iteration 38Q (4045.210000 sec): 3 clusters
  Score: Raw -46378149.352686 + Penalty 6275.541865 = -46371873.810821
  nChanged 61
		SP:Iteration 39Q (4046.090000 sec): 3 clusters
  Score: Raw -46378151.631709 + Penalty 6275.541865 = -46371876.089845
  nChanged 57
		SP:Iteration 40F (4047.240000 sec): 3 clusters
  Score: Raw -46378153.657975 + Penalty 6275.541865 = -46371878.116111
  nChanged 48
		SP:Iteration 41Q (4048.120000 sec): 3 clusters
  Score: Raw -46378154.959586 + Penalty 6275.541865 = -46371879.417721
  nChanged 41
		SP:Iteration 42Q (4049.010000 sec): 3 clusters
  Score: Raw -46378156.247153 + Penalty 6275.541865 = -46371880.705288
  nChanged 44
		SP:Iteration 43Q (4049.890000 sec): 3 clusters
  Score: Raw -46378157.566196 + Penalty 6275.541865 = -46371882.024331
  nChanged 46
		SP:Iteration 44Q (4050.780000 sec): 3 clusters
  Score: Raw -46378158.963781 + Penalty 6275.541865 = -46371883.421916
  nChanged 43
		SP:Iteration 45Q (4051.670000 sec): 3 clusters
  Score: Raw -46378160.344841 + Penalty 6275.541865 = -46371884.802977
  nChanged 39
		SP:Iteration 46Q (4052.560000 sec): 3 clusters
  Score: Raw -46378161.581303 + Penalty 6275.541865 = -46371886.039438
  nChanged 29
		SP:Iteration 47Q (4053.450000 sec): 3 clusters
  Score: Raw -46378162.553146 + Penalty 6275.541865 = -46371887.011281
  nChanged 44
		SP:Iteration 48Q (4054.340000 sec): 3 clusters
  Score: Raw -46378163.994474 + Penalty 6275.541865 = -46371888.452609
  nChanged 36
		SP:Iteration 49Q (4055.230000 sec): 3 clusters
  Score: Raw -46378165.148041 + Penalty 6275.541865 = -46371889.606176
  nChanged 37
		SP:Iteration 50Q (4056.110000 sec): 3 clusters
  Score: Raw -46378166.346546 + Penalty 6275.541865 = -46371890.804681
  nChanged 39
		SP:Iteration 51Q (4056.990000 sec): 3 clusters
  Score: Raw -46378167.605842 + Penalty 6275.541865 = -46371892.063977
  nChanged 33
		SP:Iteration 52Q (4057.880000 sec): 3 clusters
  Score: Raw -46378168.593740 + Penalty 6275.541865 = -46371893.051876
  nChanged 32
		SP:Iteration 53Q (4058.770000 sec): 3 clusters
  Score: Raw -46378169.530362 + Penalty 6275.541865 = -46371893.988498
  nChanged 26
		SP:Iteration 54Q (4059.660000 sec): 3 clusters
  Score: Raw -46378170.255036 + Penalty 6275.541865 = -46371894.713171
  nChanged 25
		SP:Iteration 55Q (4060.550000 sec): 3 clusters
  Score: Raw -46378170.927818 + Penalty 6275.541865 = -46371895.385954
  nChanged 25
		SP:Iteration 56Q (4061.430000 sec): 3 clusters
  Score: Raw -46378171.577993 + Penalty 6275.541865 = -46371896.036128
  nChanged 23
		SP:Iteration 57Q (4062.320000 sec): 3 clusters
  Score: Raw -46378172.188604 + Penalty 6275.541865 = -46371896.646739
  nChanged 17
		SP:Iteration 58Q (4063.210000 sec): 3 clusters
  Score: Raw -46378172.687837 + Penalty 6275.541865 = -46371897.145973
  nChanged 18
		SP:Iteration 59Q (4064.110000 sec): 3 clusters
  Score: Raw -46378173.243151 + Penalty 6275.541865 = -46371897.701287
  nChanged 23
		SP:Iteration 60F (4065.250000 sec): 3 clusters
  Score: Raw -46378173.857827 + Penalty 6275.541865 = -46371898.315962
  nChanged 18
		SP:Iteration 61Q (4066.140000 sec): 3 clusters
  Score: Raw -46378174.258109 + Penalty 6275.541865 = -46371898.716244
  nChanged 13
		SP:Iteration 62Q (4067.010000 sec): 3 clusters
  Score: Raw -46378174.507657 + Penalty 6275.541865 = -46371898.965792
  nChanged 13
		SP:Iteration 63Q (4067.900000 sec): 3 clusters
  Score: Raw -46378174.863588 + Penalty 6275.541865 = -46371899.321723
  nChanged 11
		SP:Iteration 64Q (4068.790000 sec): 3 clusters
  Score: Raw -46378175.113347 + Penalty 6275.541865 = -46371899.571483
  nChanged 9
		SP:Iteration 65Q (4069.680000 sec): 3 clusters
  Score: Raw -46378175.397360 + Penalty 6275.541865 = -46371899.855495
  nChanged 21
		SP:Iteration 66Q (4070.560000 sec): 3 clusters
  Score: Raw -46378175.958876 + Penalty 6275.541865 = -46371900.417011
  nChanged 12
		SP:Iteration 67Q (4071.450000 sec): 3 clusters
  Score: Raw -46378176.312001 + Penalty 6275.541865 = -46371900.770136
  nChanged 13
		SP:Iteration 68Q (4072.330000 sec): 3 clusters
  Score: Raw -46378176.596850 + Penalty 6275.541865 = -46371901.054985
  nChanged 16
		SP:Iteration 69Q (4073.220000 sec): 3 clusters
  Score: Raw -46378176.966335 + Penalty 6275.541865 = -46371901.424470
  nChanged 12
		SP:Iteration 70Q (4074.100000 sec): 3 clusters
  Score: Raw -46378177.288229 + Penalty 6275.541865 = -46371901.746364
  nChanged 14
		SP:Iteration 71Q (4074.990000 sec): 3 clusters
  Score: Raw -46378177.657724 + Penalty 6275.541865 = -46371902.115860
  nChanged 18
		SP:Iteration 72Q (4075.870000 sec): 3 clusters
  Score: Raw -46378178.117579 + Penalty 6275.541865 = -46371902.575714
  nChanged 16
		SP:Iteration 73Q (4076.760000 sec): 3 clusters
  Score: Raw -46378178.606064 + Penalty 6275.541865 = -46371903.064199
  nChanged 19
		SP:Iteration 74Q (4077.650000 sec): 3 clusters
  Score: Raw -46378179.139034 + Penalty 6275.541865 = -46371903.597169
  nChanged 20
		SP:Iteration 75Q (4078.530000 sec): 3 clusters
  Score: Raw -46378179.740942 + Penalty 6275.541865 = -46371904.199077
  nChanged 20
		SP:Iteration 76Q (4079.420000 sec): 3 clusters
  Score: Raw -46378180.345319 + Penalty 6275.541865 = -46371904.803455
  nChanged 27
		SP:Iteration 77Q (4080.300000 sec): 3 clusters
  Score: Raw -46378181.188967 + Penalty 6275.541865 = -46371905.647102
  nChanged 24
		SP:Iteration 78Q (4081.190000 sec): 3 clusters
  Score: Raw -46378181.795956 + Penalty 6275.541865 = -46371906.254091
  nChanged 22
		SP:Iteration 79Q (4082.080000 sec): 3 clusters
  Score: Raw -46378182.255050 + Penalty 6275.541865 = -46371906.713185
  nChanged 21
		SP:Iteration 80F (4083.220000 sec): 3 clusters
  Score: Raw -46378182.715491 + Penalty 6275.541865 = -46371907.173626
  nChanged 13
		SP:Iteration 81Q (4084.110000 sec): 3 clusters
  Score: Raw -46378182.978285 + Penalty 6275.541865 = -46371907.436421
  nChanged 11
		SP:Iteration 82Q (4084.990000 sec): 3 clusters
  Score: Raw -46378183.231548 + Penalty 6275.541865 = -46371907.689683
  nChanged 13
		SP:Iteration 83Q (4085.880000 sec): 3 clusters
  Score: Raw -46378183.519647 + Penalty 6275.541865 = -46371907.977782
  nChanged 13
		SP:Iteration 84Q (4086.770000 sec): 3 clusters
  Score: Raw -46378183.761568 + Penalty 6275.541865 = -46371908.219703
  nChanged 12
		SP:Iteration 85Q (4087.650000 sec): 3 clusters
  Score: Raw -46378183.986805 + Penalty 6275.541865 = -46371908.444940
  nChanged 11
		SP:Iteration 86Q (4088.540000 sec): 3 clusters
  Score: Raw -46378184.204882 + Penalty 6275.541865 = -46371908.663018
  nChanged 5
		SP:Iteration 87Q (4089.420000 sec): 3 clusters
  Score: Raw -46378184.303517 + Penalty 6275.541865 = -46371908.761652
  nChanged 3
		SP:Iteration 88Q (4090.310000 sec): 3 clusters
  Score: Raw -46378184.343709 + Penalty 6275.541865 = -46371908.801844
  nChanged 0
		SP:Iteration 89F (4091.450000 sec): 3 clusters
  Score: Raw -46378184.343709 + Penalty 6275.541865 = -46371908.801844
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 25.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (135939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4091.940000 sec): 2 clusters
  Score: Raw -20196276.490087 + Penalty 2931.350461 = -20193345.139626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4092.450000 sec): 3 clusters
  Score: Raw -20108555.434849 + Penalty 5862.700921 = -20102692.733928
  nChanged 64824
		SP:Iteration 1F (4092.950000 sec): 3 clusters
  Score: Raw -20147101.921117 + Penalty 5862.700921 = -20141239.220196
  nChanged 6375
		SP:Iteration 2Q (4093.470000 sec): 3 clusters
  Score: Raw -20150077.924288 + Penalty 5862.700921 = -20144215.223367
  nChanged 8229
		SP:Iteration 3F (4093.970000 sec): 3 clusters
  Score: Raw -20155385.669318 + Penalty 5862.700921 = -20149522.968397
  nChanged 10386
		SP:Iteration 4F (4094.470000 sec): 3 clusters
  Score: Raw -20163443.457804 + Penalty 5862.700921 = -20157580.756883
  nChanged 11388
		SP:Iteration 5F (4094.980000 sec): 3 clusters
  Score: Raw -20172412.763498 + Penalty 5862.700921 = -20166550.062577
  nChanged 10071
		SP:Iteration 6F (4095.480000 sec): 3 clusters
  Score: Raw -20179323.193927 + Penalty 5862.700921 = -20173460.493006
  nChanged 7635
		SP:Iteration 7F (4095.980000 sec): 3 clusters
  Score: Raw -20183507.914756 + Penalty 5862.700921 = -20177645.213835
  nChanged 5655
		SP:Iteration 8Q (4096.490000 sec): 3 clusters
  Score: Raw -20185878.385953 + Penalty 5862.700921 = -20180015.685032
  nChanged 4162
		SP:Iteration 9Q (4096.990000 sec): 3 clusters
  Score: Raw -20187354.675757 + Penalty 5862.700921 = -20181491.974836
  nChanged 3398
		SP:Iteration 10Q (4097.500000 sec): 3 clusters
  Score: Raw -20188474.036118 + Penalty 5862.700921 = -20182611.335196
  nChanged 3077
		SP:Iteration 11Q (4098.010000 sec): 3 clusters
  Score: Raw -20189453.419513 + Penalty 5862.700921 = -20183590.718591
  nChanged 3015
		SP:Iteration 12Q (4098.510000 sec): 3 clusters
  Score: Raw -20190411.082568 + Penalty 5862.700921 = -20184548.381647
  nChanged 3068
		SP:Iteration 13Q (4099.010000 sec): 3 clusters
  Score: Raw -20191405.399209 + Penalty 5862.700921 = -20185542.698288
  nChanged 3123
		SP:Iteration 14Q (4099.510000 sec): 3 clusters
  Score: Raw -20192401.197551 + Penalty 5862.700921 = -20186538.496630
  nChanged 3155
		SP:Iteration 15Q (4100.010000 sec): 3 clusters
  Score: Raw -20193381.885400 + Penalty 5862.700921 = -20187519.184479
  nChanged 3224
		SP:Iteration 16Q (4100.500000 sec): 3 clusters
  Score: Raw -20194389.626462 + Penalty 5862.700921 = -20188526.925541
  nChanged 3212
		SP:Iteration 17Q (4100.990000 sec): 3 clusters
  Score: Raw -20195399.866739 + Penalty 5862.700921 = -20189537.165818
  nChanged 3190
		SP:Iteration 18Q (4101.480000 sec): 3 clusters
  Score: Raw -20196411.828495 + Penalty 5862.700921 = -20190549.127574
  nChanged 3187
		SP:Iteration 19Q (4101.960000 sec): 3 clusters
  Score: Raw -20197411.539517 + Penalty 5862.700921 = -20191548.838596
  nChanged 3051
		SP:Iteration 20F (4102.460000 sec): 3 clusters
  Score: Raw -20198344.852221 + Penalty 5862.700921 = -20192482.151300
  nChanged 2868
		SP:Iteration 21Q (4102.930000 sec): 3 clusters
  Score: Raw -20199168.043128 + Penalty 5862.700921 = -20193305.342207
  nChanged 2608
		SP:Iteration 22Q (4103.400000 sec): 3 clusters
  Score: Raw -20199875.961653 + Penalty 5862.700921 = -20194013.260732
  nChanged 2402
		SP:Iteration 23Q (4103.870000 sec): 3 clusters
  Score: Raw -20200502.624642 + Penalty 5862.700921 = -20194639.923721
  nChanged 2232
		SP:Iteration 24Q (4104.330000 sec): 3 clusters
  Score: Raw -20201061.314197 + Penalty 5862.700921 = -20195198.613276
  nChanged 2018
		SP:Iteration 25Q (4104.790000 sec): 3 clusters
  Score: Raw -20201527.549746 + Penalty 5862.700921 = -20195664.848825
  nChanged 1805
		SP:Iteration 26Q (4105.240000 sec): 3 clusters
  Score: Raw -20201906.145293 + Penalty 5862.700921 = -20196043.444372
  nChanged 1543
		SP:Iteration 27Q (4105.690000 sec): 3 clusters
  Score: Raw -20202194.378128 + Penalty 5862.700921 = -20196331.677207
  nChanged 1330
		SP:Iteration 28Q (4106.150000 sec): 3 clusters
  Score: Raw -20202420.078986 + Penalty 5862.700921 = -20196557.378065
  nChanged 1166
		SP:Iteration 29Q (4106.590000 sec): 3 clusters
  Score: Raw -20202597.144739 + Penalty 5862.700921 = -20196734.443818
  nChanged 1019
		SP:Iteration 30Q (4107.040000 sec): 3 clusters
  Score: Raw -20202737.246485 + Penalty 5862.700921 = -20196874.545563
  nChanged 859
		SP:Iteration 31Q (4107.480000 sec): 3 clusters
  Score: Raw -20202846.393890 + Penalty 5862.700921 = -20196983.692969
  nChanged 722
		SP:Iteration 32Q (4107.920000 sec): 3 clusters
  Score: Raw -20202923.610740 + Penalty 5862.700921 = -20197060.909818
  nChanged 620
		SP:Iteration 33Q (4108.360000 sec): 3 clusters
  Score: Raw -20202981.039240 + Penalty 5862.700921 = -20197118.338318
  nChanged 509
		SP:Iteration 34Q (4108.800000 sec): 3 clusters
  Score: Raw -20203023.412881 + Penalty 5862.700921 = -20197160.711960
  nChanged 485
		SP:Iteration 35Q (4109.230000 sec): 3 clusters
  Score: Raw -20203063.073362 + Penalty 5862.700921 = -20197200.372441
  nChanged 444
		SP:Iteration 36Q (4109.670000 sec): 3 clusters
  Score: Raw -20203098.540895 + Penalty 5862.700921 = -20197235.839974
  nChanged 397
		SP:Iteration 37Q (4110.100000 sec): 3 clusters
  Score: Raw -20203126.064089 + Penalty 5862.700921 = -20197263.363168
  nChanged 311
		SP:Iteration 38Q (4110.540000 sec): 3 clusters
  Score: Raw -20203145.247621 + Penalty 5862.700921 = -20197282.546699
  nChanged 277
		SP:Iteration 39Q (4110.970000 sec): 3 clusters
  Score: Raw -20203162.049024 + Penalty 5862.700921 = -20197299.348103
  nChanged 258
		SP:Iteration 40F (4111.470000 sec): 3 clusters
  Score: Raw -20203178.121601 + Penalty 5862.700921 = -20197315.420680
  nChanged 230
		SP:Iteration 41Q (4111.900000 sec): 3 clusters
  Score: Raw -20203190.397276 + Penalty 5862.700921 = -20197327.696355
  nChanged 202
		SP:Iteration 42Q (4112.330000 sec): 3 clusters
  Score: Raw -20203199.862420 + Penalty 5862.700921 = -20197337.161498
  nChanged 184
		SP:Iteration 43Q (4112.770000 sec): 3 clusters
  Score: Raw -20203209.265390 + Penalty 5862.700921 = -20197346.564468
  nChanged 169
		SP:Iteration 44Q (4113.190000 sec): 3 clusters
  Score: Raw -20203218.221228 + Penalty 5862.700921 = -20197355.520307
  nChanged 136
		SP:Iteration 45Q (4113.630000 sec): 3 clusters
  Score: Raw -20203224.119596 + Penalty 5862.700921 = -20197361.418675
  nChanged 118
		SP:Iteration 46Q (4114.050000 sec): 3 clusters
  Score: Raw -20203229.127111 + Penalty 5862.700921 = -20197366.426190
  nChanged 114
		SP:Iteration 47Q (4114.490000 sec): 3 clusters
  Score: Raw -20203233.378205 + Penalty 5862.700921 = -20197370.677284
  nChanged 100
		SP:Iteration 48Q (4114.910000 sec): 3 clusters
  Score: Raw -20203237.043845 + Penalty 5862.700921 = -20197374.342924
  nChanged 101
		SP:Iteration 49Q (4115.340000 sec): 3 clusters
  Score: Raw -20203240.760460 + Penalty 5862.700921 = -20197378.059539
  nChanged 86
		SP:Iteration 50Q (4115.770000 sec): 3 clusters
  Score: Raw -20203243.795103 + Penalty 5862.700921 = -20197381.094182
  nChanged 69
		SP:Iteration 51Q (4116.190000 sec): 3 clusters
  Score: Raw -20203246.099698 + Penalty 5862.700921 = -20197383.398776
  nChanged 67
		SP:Iteration 52Q (4116.630000 sec): 3 clusters
  Score: Raw -20203247.907289 + Penalty 5862.700921 = -20197385.206368
  nChanged 45
		SP:Iteration 53Q (4117.050000 sec): 3 clusters
  Score: Raw -20203249.384944 + Penalty 5862.700921 = -20197386.684023
  nChanged 65
		SP:Iteration 54Q (4117.480000 sec): 3 clusters
  Score: Raw -20203251.884718 + Penalty 5862.700921 = -20197389.183797
  nChanged 70
		SP:Iteration 55Q (4117.910000 sec): 3 clusters
  Score: Raw -20203254.610585 + Penalty 5862.700921 = -20197391.909664
  nChanged 64
		SP:Iteration 56Q (4118.340000 sec): 3 clusters
  Score: Raw -20203256.898920 + Penalty 5862.700921 = -20197394.197999
  nChanged 61
		SP:Iteration 57Q (4118.770000 sec): 3 clusters
  Score: Raw -20203259.374155 + Penalty 5862.700921 = -20197396.673233
  nChanged 60
		SP:Iteration 58Q (4119.200000 sec): 3 clusters
  Score: Raw -20203261.467307 + Penalty 5862.700921 = -20197398.766386
  nChanged 56
		SP:Iteration 59Q (4119.630000 sec): 3 clusters
  Score: Raw -20203263.058484 + Penalty 5862.700921 = -20197400.357562
  nChanged 41
		SP:Iteration 60F (4120.130000 sec): 3 clusters
  Score: Raw -20203264.304902 + Penalty 5862.700921 = -20197401.603981
  nChanged 42
		SP:Iteration 61Q (4120.550000 sec): 3 clusters
  Score: Raw -20203265.547246 + Penalty 5862.700921 = -20197402.846324
  nChanged 39
		SP:Iteration 62Q (4120.980000 sec): 3 clusters
  Score: Raw -20203266.687896 + Penalty 5862.700921 = -20197403.986974
  nChanged 29
		SP:Iteration 63Q (4121.410000 sec): 3 clusters
  Score: Raw -20203267.532461 + Penalty 5862.700921 = -20197404.831540
  nChanged 30
		SP:Iteration 64Q (4121.830000 sec): 3 clusters
  Score: Raw -20203268.261066 + Penalty 5862.700921 = -20197405.560145
  nChanged 26
		SP:Iteration 65Q (4122.260000 sec): 3 clusters
  Score: Raw -20203269.038160 + Penalty 5862.700921 = -20197406.337239
  nChanged 25
		SP:Iteration 66Q (4122.690000 sec): 3 clusters
  Score: Raw -20203269.871895 + Penalty 5862.700921 = -20197407.170974
  nChanged 28
		SP:Iteration 67Q (4123.110000 sec): 3 clusters
  Score: Raw -20203270.638122 + Penalty 5862.700921 = -20197407.937201
  nChanged 23
		SP:Iteration 68Q (4123.530000 sec): 3 clusters
  Score: Raw -20203271.254881 + Penalty 5862.700921 = -20197408.553960
  nChanged 26
		SP:Iteration 69Q (4123.960000 sec): 3 clusters
  Score: Raw -20203272.201924 + Penalty 5862.700921 = -20197409.501002
  nChanged 18
		SP:Iteration 70Q (4124.390000 sec): 3 clusters
  Score: Raw -20203272.613738 + Penalty 5862.700921 = -20197409.912817
  nChanged 13
		SP:Iteration 71Q (4124.810000 sec): 3 clusters
  Score: Raw -20203272.902355 + Penalty 5862.700921 = -20197410.201434
  nChanged 13
		SP:Iteration 72Q (4125.240000 sec): 3 clusters
  Score: Raw -20203273.315355 + Penalty 5862.700921 = -20197410.614434
  nChanged 17
		SP:Iteration 73Q (4125.670000 sec): 3 clusters
  Score: Raw -20203273.796239 + Penalty 5862.700921 = -20197411.095318
  nChanged 10
		SP:Iteration 74Q (4126.100000 sec): 3 clusters
  Score: Raw -20203274.087795 + Penalty 5862.700921 = -20197411.386873
  nChanged 14
		SP:Iteration 75Q (4126.530000 sec): 3 clusters
  Score: Raw -20203274.428622 + Penalty 5862.700921 = -20197411.727701
  nChanged 11
		SP:Iteration 76Q (4126.950000 sec): 3 clusters
  Score: Raw -20203274.629507 + Penalty 5862.700921 = -20197411.928586
  nChanged 12
		SP:Iteration 77Q (4127.380000 sec): 3 clusters
  Score: Raw -20203274.890523 + Penalty 5862.700921 = -20197412.189602
  nChanged 9
		SP:Iteration 78Q (4127.810000 sec): 3 clusters
  Score: Raw -20203275.103952 + Penalty 5862.700921 = -20197412.403031
  nChanged 8
		SP:Iteration 79Q (4128.230000 sec): 3 clusters
  Score: Raw -20203275.282910 + Penalty 5862.700921 = -20197412.581989
  nChanged 11
		SP:Iteration 80F (4128.730000 sec): 3 clusters
  Score: Raw -20203275.527802 + Penalty 5862.700921 = -20197412.826881
  nChanged 8
		SP:Iteration 81Q (4129.160000 sec): 3 clusters
  Score: Raw -20203275.703525 + Penalty 5862.700921 = -20197413.002604
  nChanged 13
		SP:Iteration 82Q (4129.590000 sec): 3 clusters
  Score: Raw -20203275.943156 + Penalty 5862.700921 = -20197413.242234
  nChanged 10
		SP:Iteration 83Q (4130.020000 sec): 3 clusters
  Score: Raw -20203276.139142 + Penalty 5862.700921 = -20197413.438221
  nChanged 8
		SP:Iteration 84Q (4130.450000 sec): 3 clusters
  Score: Raw -20203276.324793 + Penalty 5862.700921 = -20197413.623872
  nChanged 9
		SP:Iteration 85Q (4130.870000 sec): 3 clusters
  Score: Raw -20203276.532439 + Penalty 5862.700921 = -20197413.831518
  nChanged 8
		SP:Iteration 86Q (4131.300000 sec): 3 clusters
  Score: Raw -20203276.720308 + Penalty 5862.700921 = -20197414.019387
  nChanged 4
		SP:Iteration 87Q (4131.730000 sec): 3 clusters
  Score: Raw -20203276.780570 + Penalty 5862.700921 = -20197414.079649
  nChanged 1
		SP:Iteration 88Q (4132.160000 sec): 3 clusters
  Score: Raw -20203276.799413 + Penalty 5862.700921 = -20197414.098492
  nChanged 4
		SP:Iteration 89Q (4132.590000 sec): 3 clusters
  Score: Raw -20203276.891747 + Penalty 5862.700921 = -20197414.190826
  nChanged 3
		SP:Iteration 90Q (4133.010000 sec): 3 clusters
  Score: Raw -20203277.004400 + Penalty 5862.700921 = -20197414.303479
  nChanged 5
		SP:Iteration 91Q (4133.440000 sec): 3 clusters
  Score: Raw -20203277.142379 + Penalty 5862.700921 = -20197414.441457
  nChanged 8
		SP:Iteration 92Q (4133.870000 sec): 3 clusters
  Score: Raw -20203277.276300 + Penalty 5862.700921 = -20197414.575379
  nChanged 2
		SP:Iteration 93Q (4134.290000 sec): 3 clusters
  Score: Raw -20203277.303195 + Penalty 5862.700921 = -20197414.602274
  nChanged 0
		SP:Iteration 94F (4134.790000 sec): 3 clusters
  Score: Raw -20203277.303195 + Penalty 5862.700921 = -20197414.602274
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 26.
Iteration 20F (4163.500000 sec): 27 clusters
  Score: Raw -117515018.376134 + Penalty 87741.839050 = -117427276.537084
  nChanged 23736
Iteration 21Q (4173.240000 sec): 27 clusters
  Score: Raw -117526992.675716 + Penalty 87741.839050 = -117439250.836666
  nChanged 13322
Iteration 22Q (4182.610000 sec): 27 clusters
  Score: Raw -117531289.297978 + Penalty 87741.839050 = -117443547.458928
  nChanged 10481
Iteration 23Q (4191.830000 sec): 27 clusters
  Score: Raw -117534040.002938 + Penalty 87741.839050 = -117446298.163888
  nChanged 8984
Iteration 24Q (4200.890000 sec): 27 clusters
  Score: Raw -117536137.729200 + Penalty 87741.839050 = -117448395.890151
  nChanged 7903
Iteration 25Q (4209.880000 sec): 27 clusters
  Score: Raw -117537788.476618 + Penalty 87741.839050 = -117450046.637568
  nChanged 7107
Iteration 26Q (4218.850000 sec): 27 clusters
  Score: Raw -117539175.808874 + Penalty 87741.839050 = -117451433.969825
  nChanged 6570
Iteration 27Q (4227.780000 sec): 27 clusters
  Score: Raw -117540342.947168 + Penalty 87741.839050 = -117452601.108119
  nChanged 6188
Iteration 28Q (4236.640000 sec): 27 clusters
  Score: Raw -117541352.349118 + Penalty 87741.839050 = -117453610.510068
  nChanged 5581
Iteration 29Q (4245.490000 sec): 27 clusters
  Score: Raw -117542226.913235 + Penalty 87741.839050 = -117454485.074186
  nChanged 5163
Iteration 30Q (4254.310000 sec): 27 clusters
  Score: Raw -117543033.677092 + Penalty 87741.839050 = -117455291.838043
  nChanged 4912
Iteration 31Q (4263.090000 sec): 27 clusters
  Score: Raw -117543786.035840 + Penalty 87741.839050 = -117456044.196790
  nChanged 4677
Iteration 32Q (4271.860000 sec): 27 clusters
  Score: Raw -117544519.219890 + Penalty 87741.839050 = -117456777.380840
  nChanged 4553
Iteration 33Q (4280.620000 sec): 27 clusters
  Score: Raw -117545232.777636 + Penalty 87741.839050 = -117457490.938587
  nChanged 4396
Iteration 34Q (4289.330000 sec): 27 clusters
  Score: Raw -117545921.371581 + Penalty 87741.839050 = -117458179.532531
  nChanged 4189
Iteration 35Q (4298.040000 sec): 27 clusters
  Score: Raw -117546571.144500 + Penalty 87741.839050 = -117458829.305451
  nChanged 4046
Iteration 36Q (4306.730000 sec): 27 clusters
  Score: Raw -117547211.070380 + Penalty 87741.839050 = -117459469.231330
  nChanged 3893
Iteration 37Q (4315.400000 sec): 27 clusters
  Score: Raw -117547837.895581 + Penalty 87741.839050 = -117460096.056531
  nChanged 3825
Iteration 38Q (4324.070000 sec): 27 clusters
  Score: Raw -117548444.158075 + Penalty 87741.839050 = -117460702.319025
  nChanged 3722
Iteration 39Q (4332.710000 sec): 27 clusters
  Score: Raw -117549068.290349 + Penalty 87741.839050 = -117461326.451299
  nChanged 3601
Iteration 40F (4361.270000 sec): 27 clusters
  Score: Raw -117550613.624798 + Penalty 87741.839050 = -117462871.785748
  nChanged 3634
Iteration 41Q (4368.980000 sec): 27 clusters
  Score: Raw -117551999.432836 + Penalty 87741.839050 = -117464257.593786
  nChanged 3591
Iteration 42Q (4376.700000 sec): 27 clusters
  Score: Raw -117552795.670585 + Penalty 87741.839050 = -117465053.831536
  nChanged 3471
Iteration 43Q (4384.410000 sec): 27 clusters
  Score: Raw -117553604.156847 + Penalty 87741.839050 = -117465862.317798
  nChanged 3501
Iteration 44Q (4392.130000 sec): 27 clusters
  Score: Raw -117554540.371334 + Penalty 87741.839050 = -117466798.532285
  nChanged 3536
Iteration 45Q (4399.800000 sec): 27 clusters
  Score: Raw -117555429.831941 + Penalty 87741.839050 = -117467687.992892
  nChanged 3354
Iteration 46Q (4407.460000 sec): 27 clusters
  Score: Raw -117556173.502568 + Penalty 87741.839050 = -117468431.663518
  nChanged 3190
Iteration 47Q (4415.120000 sec): 27 clusters
  Score: Raw -117556814.084308 + Penalty 87741.839050 = -117469072.245258
  nChanged 2908
Iteration 48Q (4422.760000 sec): 27 clusters
  Score: Raw -117557296.910341 + Penalty 87741.839050 = -117469555.071291
  nChanged 2713
Iteration 49Q (4430.370000 sec): 27 clusters
  Score: Raw -117557682.557712 + Penalty 87741.839050 = -117469940.718662
  nChanged 2384
Iteration 50Q (4438.000000 sec): 27 clusters
  Score: Raw -117557973.616671 + Penalty 87741.839050 = -117470231.777622
  nChanged 2090
Iteration 51Q (4445.570000 sec): 27 clusters
  Score: Raw -117558196.734372 + Penalty 87741.839050 = -117470454.895323
  nChanged 1914
Iteration 52Q (4453.140000 sec): 27 clusters
  Score: Raw -117558398.897791 + Penalty 87741.839050 = -117470657.058742
  nChanged 1764
Iteration 53Q (4460.710000 sec): 27 clusters
  Score: Raw -117558575.454784 + Penalty 87741.839050 = -117470833.615734
  nChanged 1707
Iteration 54Q (4468.270000 sec): 27 clusters
  Score: Raw -117558720.019857 + Penalty 87741.839050 = -117470978.180807
  nChanged 1487
Iteration 55Q (4475.820000 sec): 27 clusters
  Score: Raw -117558828.092661 + Penalty 87741.839050 = -117471086.253611
  nChanged 1327
Iteration 56Q (4483.370000 sec): 27 clusters
  Score: Raw -117558914.157613 + Penalty 87741.839050 = -117471172.318563
  nChanged 1190
Iteration 57Q (4490.890000 sec): 27 clusters
  Score: Raw -117558989.605826 + Penalty 87741.839050 = -117471247.766776
  nChanged 1066
Iteration 58Q (4498.410000 sec): 27 clusters
  Score: Raw -117559054.158597 + Penalty 87741.839050 = -117471312.319548
  nChanged 961
Writing temp clu file 
Because OldScore, -117471247.766776, is greater than current (better) Score,-117471312.319548 
 Compute initial score before splitting:   Score: Raw -117559054.158597 + Penalty 87741.839050 = -117471312.319548
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (6966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4498.600000 sec): 2 clusters
  Score: Raw -1022875.581092 + Penalty 2194.501520 = -1020681.079572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4498.630000 sec): 3 clusters
  Score: Raw -1019327.136669 + Penalty 4389.003040 = -1014938.133629
  nChanged 2768
		SP:Iteration 1F (4498.650000 sec): 3 clusters
  Score: Raw -1020824.261544 + Penalty 4389.003040 = -1016435.258504
  nChanged 524
		SP:Iteration 2F (4498.680000 sec): 3 clusters
  Score: Raw -1021105.536121 + Penalty 4389.003040 = -1016716.533081
  nChanged 387
		SP:Iteration 3F (4498.700000 sec): 3 clusters
  Score: Raw -1021307.661710 + Penalty 4389.003040 = -1016918.658671
  nChanged 272
		SP:Iteration 4Q (4498.730000 sec): 3 clusters
  Score: Raw -1021437.234449 + Penalty 4389.003040 = -1017048.231409
  nChanged 245
		SP:Iteration 5Q (4498.750000 sec): 3 clusters
  Score: Raw -1021564.813104 + Penalty 4389.003040 = -1017175.810064
  nChanged 230
		SP:Iteration 6Q (4498.780000 sec): 3 clusters
  Score: Raw -1021681.930461 + Penalty 4389.003040 = -1017292.927421
  nChanged 216
		SP:Iteration 7Q (4498.800000 sec): 3 clusters
  Score: Raw -1021794.879341 + Penalty 4389.003040 = -1017405.876302
  nChanged 184
		SP:Iteration 8Q (4498.830000 sec): 3 clusters
  Score: Raw -1021885.889448 + Penalty 4389.003040 = -1017496.886408
  nChanged 158
		SP:Iteration 9Q (4498.860000 sec): 3 clusters
  Score: Raw -1021956.017819 + Penalty 4389.003040 = -1017567.014779
  nChanged 138
		SP:Iteration 10Q (4498.880000 sec): 3 clusters
  Score: Raw -1022014.863123 + Penalty 4389.003040 = -1017625.860083
  nChanged 134
		SP:Iteration 11Q (4498.900000 sec): 3 clusters
  Score: Raw -1022080.833012 + Penalty 4389.003040 = -1017691.829973
  nChanged 126
		SP:Iteration 12Q (4498.930000 sec): 3 clusters
  Score: Raw -1022136.995511 + Penalty 4389.003040 = -1017747.992471
  nChanged 115
		SP:Iteration 13Q (4498.960000 sec): 3 clusters
  Score: Raw -1022186.902231 + Penalty 4389.003040 = -1017797.899191
  nChanged 92
		SP:Iteration 14Q (4498.980000 sec): 3 clusters
  Score: Raw -1022225.214748 + Penalty 4389.003040 = -1017836.211709
  nChanged 80
		SP:Iteration 15Q (4499.000000 sec): 3 clusters
  Score: Raw -1022262.679708 + Penalty 4389.003040 = -1017873.676668
  nChanged 81
		SP:Iteration 16Q (4499.030000 sec): 3 clusters
  Score: Raw -1022299.285956 + Penalty 4389.003040 = -1017910.282916
  nChanged 73
		SP:Iteration 17Q (4499.060000 sec): 3 clusters
  Score: Raw -1022327.998598 + Penalty 4389.003040 = -1017938.995558
  nChanged 66
		SP:Iteration 18Q (4499.080000 sec): 3 clusters
  Score: Raw -1022355.523782 + Penalty 4389.003040 = -1017966.520743
  nChanged 65
		SP:Iteration 19Q (4499.100000 sec): 3 clusters
  Score: Raw -1022384.713396 + Penalty 4389.003040 = -1017995.710356
  nChanged 71
		SP:Iteration 20F (4499.130000 sec): 3 clusters
  Score: Raw -1022415.354258 + Penalty 4389.003040 = -1018026.351219
  nChanged 66
		SP:Iteration 21Q (4499.160000 sec): 3 clusters
  Score: Raw -1022440.323998 + Penalty 4389.003040 = -1018051.320959
  nChanged 62
		SP:Iteration 22Q (4499.180000 sec): 3 clusters
  Score: Raw -1022462.416104 + Penalty 4389.003040 = -1018073.413064
  nChanged 58
		SP:Iteration 23Q (4499.200000 sec): 3 clusters
  Score: Raw -1022483.395554 + Penalty 4389.003040 = -1018094.392514
  nChanged 60
		SP:Iteration 24Q (4499.230000 sec): 3 clusters
  Score: Raw -1022505.911925 + Penalty 4389.003040 = -1018116.908885
  nChanged 52
		SP:Iteration 25Q (4499.250000 sec): 3 clusters
  Score: Raw -1022526.028625 + Penalty 4389.003040 = -1018137.025585
  nChanged 55
		SP:Iteration 26Q (4499.280000 sec): 3 clusters
  Score: Raw -1022548.892597 + Penalty 4389.003040 = -1018159.889558
  nChanged 58
		SP:Iteration 27Q (4499.300000 sec): 3 clusters
  Score: Raw -1022570.559488 + Penalty 4389.003040 = -1018181.556449
  nChanged 49
		SP:Iteration 28Q (4499.320000 sec): 3 clusters
  Score: Raw -1022586.568963 + Penalty 4389.003040 = -1018197.565923
  nChanged 43
		SP:Iteration 29Q (4499.350000 sec): 3 clusters
  Score: Raw -1022601.851031 + Penalty 4389.003040 = -1018212.847991
  nChanged 40
		SP:Iteration 30Q (4499.370000 sec): 3 clusters
  Score: Raw -1022616.364859 + Penalty 4389.003040 = -1018227.361820
  nChanged 38
		SP:Iteration 31Q (4499.400000 sec): 3 clusters
  Score: Raw -1022629.233900 + Penalty 4389.003040 = -1018240.230861
  nChanged 30
		SP:Iteration 32Q (4499.420000 sec): 3 clusters
  Score: Raw -1022639.615745 + Penalty 4389.003040 = -1018250.612705
  nChanged 37
		SP:Iteration 33Q (4499.440000 sec): 3 clusters
  Score: Raw -1022652.160783 + Penalty 4389.003040 = -1018263.157743
  nChanged 30
		SP:Iteration 34Q (4499.470000 sec): 3 clusters
  Score: Raw -1022665.893821 + Penalty 4389.003040 = -1018276.890781
  nChanged 36
		SP:Iteration 35Q (4499.490000 sec): 3 clusters
  Score: Raw -1022680.411238 + Penalty 4389.003040 = -1018291.408198
  nChanged 37
		SP:Iteration 36Q (4499.520000 sec): 3 clusters
  Score: Raw -1022692.075685 + Penalty 4389.003040 = -1018303.072646
  nChanged 40
		SP:Iteration 37Q (4499.540000 sec): 3 clusters
  Score: Raw -1022704.971311 + Penalty 4389.003040 = -1018315.968271
  nChanged 43
		SP:Iteration 38Q (4499.560000 sec): 3 clusters
  Score: Raw -1022721.131639 + Penalty 4389.003040 = -1018332.128599
  nChanged 42
		SP:Iteration 39Q (4499.590000 sec): 3 clusters
  Score: Raw -1022737.981046 + Penalty 4389.003040 = -1018348.978006
  nChanged 43
		SP:Iteration 40F (4499.610000 sec): 3 clusters
  Score: Raw -1022755.050424 + Penalty 4389.003040 = -1018366.047385
  nChanged 40
		SP:Iteration 41Q (4499.640000 sec): 3 clusters
  Score: Raw -1022771.535032 + Penalty 4389.003040 = -1018382.531992
  nChanged 45
		SP:Iteration 42Q (4499.660000 sec): 3 clusters
  Score: Raw -1022788.975888 + Penalty 4389.003040 = -1018399.972848
  nChanged 41
		SP:Iteration 43Q (4499.680000 sec): 3 clusters
  Score: Raw -1022801.698912 + Penalty 4389.003040 = -1018412.695872
  nChanged 31
		SP:Iteration 44Q (4499.710000 sec): 3 clusters
  Score: Raw -1022811.181123 + Penalty 4389.003040 = -1018422.178083
  nChanged 25
		SP:Iteration 45Q (4499.730000 sec): 3 clusters
  Score: Raw -1022819.323721 + Penalty 4389.003040 = -1018430.320681
  nChanged 26
		SP:Iteration 46Q (4499.750000 sec): 3 clusters
  Score: Raw -1022828.423524 + Penalty 4389.003040 = -1018439.420485
  nChanged 30
		SP:Iteration 47Q (4499.780000 sec): 3 clusters
  Score: Raw -1022839.806759 + Penalty 4389.003040 = -1018450.803719
  nChanged 32
		SP:Iteration 48Q (4499.800000 sec): 3 clusters
  Score: Raw -1022853.018745 + Penalty 4389.003040 = -1018464.015706
  nChanged 35
		SP:Iteration 49Q (4499.820000 sec): 3 clusters
  Score: Raw -1022864.138085 + Penalty 4389.003040 = -1018475.135046
  nChanged 26
		SP:Iteration 50Q (4499.850000 sec): 3 clusters
  Score: Raw -1022873.924535 + Penalty 4389.003040 = -1018484.921496
  nChanged 31
		SP:Iteration 51Q (4499.870000 sec): 3 clusters
  Score: Raw -1022885.328105 + Penalty 4389.003040 = -1018496.325065
  nChanged 29
		SP:Iteration 52Q (4499.890000 sec): 3 clusters
  Score: Raw -1022893.708385 + Penalty 4389.003040 = -1018504.705345
  nChanged 28
		SP:Iteration 53Q (4499.920000 sec): 3 clusters
  Score: Raw -1022902.850430 + Penalty 4389.003040 = -1018513.847390
  nChanged 18
		SP:Iteration 54Q (4499.940000 sec): 3 clusters
  Score: Raw -1022908.890560 + Penalty 4389.003040 = -1018519.887520
  nChanged 16
		SP:Iteration 55Q (4499.960000 sec): 3 clusters
  Score: Raw -1022915.341697 + Penalty 4389.003040 = -1018526.338657
  nChanged 23
		SP:Iteration 56Q (4499.980000 sec): 3 clusters
  Score: Raw -1022923.620136 + Penalty 4389.003040 = -1018534.617097
  nChanged 27
		SP:Iteration 57Q (4500.010000 sec): 3 clusters
  Score: Raw -1022933.170389 + Penalty 4389.003040 = -1018544.167350
  nChanged 20
		SP:Iteration 58Q (4500.030000 sec): 3 clusters
  Score: Raw -1022939.892147 + Penalty 4389.003040 = -1018550.889108
  nChanged 22
		SP:Iteration 59Q (4500.050000 sec): 3 clusters
  Score: Raw -1022947.331037 + Penalty 4389.003040 = -1018558.327997
  nChanged 18
		SP:Iteration 60F (4500.080000 sec): 3 clusters
  Score: Raw -1022954.808984 + Penalty 4389.003040 = -1018565.805944
  nChanged 23
		SP:Iteration 61Q (4500.100000 sec): 3 clusters
  Score: Raw -1022963.524144 + Penalty 4389.003040 = -1018574.521105
  nChanged 24
		SP:Iteration 62Q (4500.120000 sec): 3 clusters
  Score: Raw -1022972.260581 + Penalty 4389.003040 = -1018583.257541
  nChanged 20
		SP:Iteration 63Q (4500.150000 sec): 3 clusters
  Score: Raw -1022978.672405 + Penalty 4389.003040 = -1018589.669365
  nChanged 15
		SP:Iteration 64Q (4500.170000 sec): 3 clusters
  Score: Raw -1022983.531044 + Penalty 4389.003040 = -1018594.528004
  nChanged 17
		SP:Iteration 65Q (4500.190000 sec): 3 clusters
  Score: Raw -1022989.350573 + Penalty 4389.003040 = -1018600.347533
  nChanged 13
		SP:Iteration 66Q (4500.210000 sec): 3 clusters
  Score: Raw -1022994.774391 + Penalty 4389.003040 = -1018605.771352
  nChanged 12
		SP:Iteration 67Q (4500.240000 sec): 3 clusters
  Score: Raw -1022998.394637 + Penalty 4389.003040 = -1018609.391598
  nChanged 10
		SP:Iteration 68Q (4500.260000 sec): 3 clusters
  Score: Raw -1023002.905836 + Penalty 4389.003040 = -1018613.902796
  nChanged 12
		SP:Iteration 69Q (4500.280000 sec): 3 clusters
  Score: Raw -1023007.372833 + Penalty 4389.003040 = -1018618.369793
  nChanged 13
		SP:Iteration 70Q (4500.300000 sec): 3 clusters
  Score: Raw -1023011.732600 + Penalty 4389.003040 = -1018622.729560
  nChanged 15
		SP:Iteration 71Q (4500.320000 sec): 3 clusters
  Score: Raw -1023018.232221 + Penalty 4389.003040 = -1018629.229182
  nChanged 18
		SP:Iteration 72Q (4500.350000 sec): 3 clusters
  Score: Raw -1023026.071510 + Penalty 4389.003040 = -1018637.068471
  nChanged 15
		SP:Iteration 73Q (4500.370000 sec): 3 clusters
  Score: Raw -1023032.632889 + Penalty 4389.003040 = -1018643.629849
  nChanged 10
		SP:Iteration 74Q (4500.390000 sec): 3 clusters
  Score: Raw -1023037.950043 + Penalty 4389.003040 = -1018648.947004
  nChanged 16
		SP:Iteration 75Q (4500.410000 sec): 3 clusters
  Score: Raw -1023045.348249 + Penalty 4389.003040 = -1018656.345209
  nChanged 15
		SP:Iteration 76Q (4500.430000 sec): 3 clusters
  Score: Raw -1023052.619937 + Penalty 4389.003040 = -1018663.616897
  nChanged 17
		SP:Iteration 77Q (4500.460000 sec): 3 clusters
  Score: Raw -1023060.473835 + Penalty 4389.003040 = -1018671.470795
  nChanged 19
		SP:Iteration 78Q (4500.480000 sec): 3 clusters
  Score: Raw -1023067.510259 + Penalty 4389.003040 = -1018678.507219
  nChanged 12
		SP:Iteration 79Q (4500.500000 sec): 3 clusters
  Score: Raw -1023072.783679 + Penalty 4389.003040 = -1018683.780639
  nChanged 11
		SP:Iteration 80F (4500.520000 sec): 3 clusters
  Score: Raw -1023077.732300 + Penalty 4389.003040 = -1018688.729261
  nChanged 9
		SP:Iteration 81Q (4500.550000 sec): 3 clusters
  Score: Raw -1023082.838393 + Penalty 4389.003040 = -1018693.835354
  nChanged 10
		SP:Iteration 82Q (4500.570000 sec): 3 clusters
  Score: Raw -1023087.051368 + Penalty 4389.003040 = -1018698.048328
  nChanged 8
		SP:Iteration 83Q (4500.590000 sec): 3 clusters
  Score: Raw -1023090.856616 + Penalty 4389.003040 = -1018701.853576
  nChanged 6
		SP:Iteration 84Q (4500.610000 sec): 3 clusters
  Score: Raw -1023093.681436 + Penalty 4389.003040 = -1018704.678396
  nChanged 8
		SP:Iteration 85Q (4500.630000 sec): 3 clusters
  Score: Raw -1023097.142716 + Penalty 4389.003040 = -1018708.139676
  nChanged 5
		SP:Iteration 86Q (4500.650000 sec): 3 clusters
  Score: Raw -1023098.876100 + Penalty 4389.003040 = -1018709.873060
  nChanged 5
		SP:Iteration 87Q (4500.680000 sec): 3 clusters
  Score: Raw -1023100.860592 + Penalty 4389.003040 = -1018711.857552
  nChanged 2
		SP:Iteration 88Q (4500.700000 sec): 3 clusters
  Score: Raw -1023101.451592 + Penalty 4389.003040 = -1018712.448552
  nChanged 2
		SP:Iteration 89Q (4500.720000 sec): 3 clusters
  Score: Raw -1023101.941124 + Penalty 4389.003040 = -1018712.938085
  nChanged 1
		SP:Iteration 90Q (4500.740000 sec): 3 clusters
  Score: Raw -1023102.267307 + Penalty 4389.003040 = -1018713.264268
  nChanged 0
		SP:Iteration 91F (4500.760000 sec): 3 clusters
  Score: Raw -1023102.267307 + Penalty 4389.003040 = -1018713.264268
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (6192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4500.780000 sec): 2 clusters
  Score: Raw -895774.247419 + Penalty 2165.291327 = -893608.956092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4500.810000 sec): 3 clusters
  Score: Raw -892611.618694 + Penalty 4330.582654 = -888281.036040
  nChanged 2441
		SP:Iteration 1F (4500.830000 sec): 3 clusters
  Score: Raw -893943.144743 + Penalty 4330.582654 = -889612.562089
  nChanged 456
		SP:Iteration 2F (4500.850000 sec): 3 clusters
  Score: Raw -894191.611700 + Penalty 4330.582654 = -889861.029046
  nChanged 332
		SP:Iteration 3F (4500.880000 sec): 3 clusters
  Score: Raw -894372.070582 + Penalty 4330.582654 = -890041.487928
  nChanged 260
		SP:Iteration 4Q (4500.900000 sec): 3 clusters
  Score: Raw -894518.463670 + Penalty 4330.582654 = -890187.881016
  nChanged 223
		SP:Iteration 5Q (4500.920000 sec): 3 clusters
  Score: Raw -894641.672366 + Penalty 4330.582654 = -890311.089712
  nChanged 186
		SP:Iteration 6Q (4500.940000 sec): 3 clusters
  Score: Raw -894732.402370 + Penalty 4330.582654 = -890401.819716
  nChanged 170
		SP:Iteration 7Q (4500.960000 sec): 3 clusters
  Score: Raw -894820.678290 + Penalty 4330.582654 = -890490.095636
  nChanged 171
		SP:Iteration 8Q (4500.990000 sec): 3 clusters
  Score: Raw -894900.883584 + Penalty 4330.582654 = -890570.300930
  nChanged 148
		SP:Iteration 9Q (4501.010000 sec): 3 clusters
  Score: Raw -894981.419693 + Penalty 4330.582654 = -890650.837039
  nChanged 146
		SP:Iteration 10Q (4501.030000 sec): 3 clusters
  Score: Raw -895058.949088 + Penalty 4330.582654 = -890728.366434
  nChanged 131
		SP:Iteration 11Q (4501.060000 sec): 3 clusters
  Score: Raw -895124.067415 + Penalty 4330.582654 = -890793.484761
  nChanged 142
		SP:Iteration 12Q (4501.080000 sec): 3 clusters
  Score: Raw -895196.599124 + Penalty 4330.582654 = -890866.016470
  nChanged 135
		SP:Iteration 13Q (4501.100000 sec): 3 clusters
  Score: Raw -895264.020415 + Penalty 4330.582654 = -890933.437761
  nChanged 124
		SP:Iteration 14Q (4501.120000 sec): 3 clusters
  Score: Raw -895313.554923 + Penalty 4330.582654 = -890982.972269
  nChanged 100
		SP:Iteration 15Q (4501.140000 sec): 3 clusters
  Score: Raw -895358.109244 + Penalty 4330.582654 = -891027.526590
  nChanged 112
		SP:Iteration 16Q (4501.160000 sec): 3 clusters
  Score: Raw -895411.226021 + Penalty 4330.582654 = -891080.643367
  nChanged 107
		SP:Iteration 17Q (4501.190000 sec): 3 clusters
  Score: Raw -895460.394761 + Penalty 4330.582654 = -891129.812107
  nChanged 90
		SP:Iteration 18Q (4501.210000 sec): 3 clusters
  Score: Raw -895502.736828 + Penalty 4330.582654 = -891172.154174
  nChanged 86
		SP:Iteration 19Q (4501.230000 sec): 3 clusters
  Score: Raw -895538.746043 + Penalty 4330.582654 = -891208.163389
  nChanged 78
		SP:Iteration 20F (4501.260000 sec): 3 clusters
  Score: Raw -895574.209826 + Penalty 4330.582654 = -891243.627172
  nChanged 67
		SP:Iteration 21Q (4501.280000 sec): 3 clusters
  Score: Raw -895602.610846 + Penalty 4330.582654 = -891272.028192
  nChanged 75
		SP:Iteration 22Q (4501.300000 sec): 3 clusters
  Score: Raw -895631.888031 + Penalty 4330.582654 = -891301.305377
  nChanged 62
		SP:Iteration 23Q (4501.320000 sec): 3 clusters
  Score: Raw -895655.527116 + Penalty 4330.582654 = -891324.944462
  nChanged 60
		SP:Iteration 24Q (4501.340000 sec): 3 clusters
  Score: Raw -895674.101507 + Penalty 4330.582654 = -891343.518854
  nChanged 49
		SP:Iteration 25Q (4501.360000 sec): 3 clusters
  Score: Raw -895691.609298 + Penalty 4330.582654 = -891361.026644
  nChanged 39
		SP:Iteration 26Q (4501.380000 sec): 3 clusters
  Score: Raw -895704.633006 + Penalty 4330.582654 = -891374.050352
  nChanged 35
		SP:Iteration 27Q (4501.410000 sec): 3 clusters
  Score: Raw -895718.092034 + Penalty 4330.582654 = -891387.509380
  nChanged 31
		SP:Iteration 28Q (4501.430000 sec): 3 clusters
  Score: Raw -895727.134410 + Penalty 4330.582654 = -891396.551756
  nChanged 26
		SP:Iteration 29Q (4501.450000 sec): 3 clusters
  Score: Raw -895736.998599 + Penalty 4330.582654 = -891406.415945
  nChanged 26
		SP:Iteration 30Q (4501.470000 sec): 3 clusters
  Score: Raw -895745.192873 + Penalty 4330.582654 = -891414.610219
  nChanged 22
		SP:Iteration 31Q (4501.500000 sec): 3 clusters
  Score: Raw -895751.807061 + Penalty 4330.582654 = -891421.224407
  nChanged 18
		SP:Iteration 32Q (4501.520000 sec): 3 clusters
  Score: Raw -895757.216630 + Penalty 4330.582654 = -891426.633976
  nChanged 17
		SP:Iteration 33Q (4501.540000 sec): 3 clusters
  Score: Raw -895761.636618 + Penalty 4330.582654 = -891431.053964
  nChanged 18
		SP:Iteration 34Q (4501.560000 sec): 3 clusters
  Score: Raw -895767.174091 + Penalty 4330.582654 = -891436.591437
  nChanged 16
		SP:Iteration 35Q (4501.580000 sec): 3 clusters
  Score: Raw -895772.475751 + Penalty 4330.582654 = -891441.893097
  nChanged 26
		SP:Iteration 36Q (4501.600000 sec): 3 clusters
  Score: Raw -895780.299836 + Penalty 4330.582654 = -891449.717182
  nChanged 23
		SP:Iteration 37Q (4501.630000 sec): 3 clusters
  Score: Raw -895787.930340 + Penalty 4330.582654 = -891457.347686
  nChanged 31
		SP:Iteration 38Q (4501.650000 sec): 3 clusters
  Score: Raw -895800.219355 + Penalty 4330.582654 = -891469.636701
  nChanged 31
		SP:Iteration 39Q (4501.670000 sec): 3 clusters
  Score: Raw -895810.216268 + Penalty 4330.582654 = -891479.633614
  nChanged 31
		SP:Iteration 40F (4501.700000 sec): 3 clusters
  Score: Raw -895823.536691 + Penalty 4330.582654 = -891492.954037
  nChanged 30
		SP:Iteration 41Q (4501.720000 sec): 3 clusters
  Score: Raw -895834.071831 + Penalty 4330.582654 = -891503.489177
  nChanged 27
		SP:Iteration 42Q (4501.740000 sec): 3 clusters
  Score: Raw -895841.286617 + Penalty 4330.582654 = -891510.703963
  nChanged 18
		SP:Iteration 43Q (4501.760000 sec): 3 clusters
  Score: Raw -895847.700486 + Penalty 4330.582654 = -891517.117832
  nChanged 12
		SP:Iteration 44Q (4501.780000 sec): 3 clusters
  Score: Raw -895852.621659 + Penalty 4330.582654 = -891522.039005
  nChanged 13
		SP:Iteration 45Q (4501.800000 sec): 3 clusters
  Score: Raw -895856.589563 + Penalty 4330.582654 = -891526.006909
  nChanged 16
		SP:Iteration 46Q (4501.820000 sec): 3 clusters
  Score: Raw -895861.384075 + Penalty 4330.582654 = -891530.801421
  nChanged 11
		SP:Iteration 47Q (4501.850000 sec): 3 clusters
  Score: Raw -895864.786448 + Penalty 4330.582654 = -891534.203794
  nChanged 8
		SP:Iteration 48Q (4501.870000 sec): 3 clusters
  Score: Raw -895866.800878 + Penalty 4330.582654 = -891536.218224
  nChanged 9
		SP:Iteration 49Q (4501.890000 sec): 3 clusters
  Score: Raw -895869.187845 + Penalty 4330.582654 = -891538.605191
  nChanged 6
		SP:Iteration 50Q (4501.910000 sec): 3 clusters
  Score: Raw -895870.823739 + Penalty 4330.582654 = -891540.241085
  nChanged 7
		SP:Iteration 51Q (4501.940000 sec): 3 clusters
  Score: Raw -895872.191206 + Penalty 4330.582654 = -891541.608553
  nChanged 4
		SP:Iteration 52Q (4501.960000 sec): 3 clusters
  Score: Raw -895873.067750 + Penalty 4330.582654 = -891542.485096
  nChanged 4
		SP:Iteration 53Q (4501.980000 sec): 3 clusters
  Score: Raw -895874.039457 + Penalty 4330.582654 = -891543.456803
  nChanged 5
		SP:Iteration 54Q (4502.000000 sec): 3 clusters
  Score: Raw -895875.794023 + Penalty 4330.582654 = -891545.211369
  nChanged 8
		SP:Iteration 55Q (4502.030000 sec): 3 clusters
  Score: Raw -895878.453283 + Penalty 4330.582654 = -891547.870629
  nChanged 9
		SP:Iteration 56Q (4502.050000 sec): 3 clusters
  Score: Raw -895880.579128 + Penalty 4330.582654 = -891549.996474
  nChanged 4
		SP:Iteration 57Q (4502.070000 sec): 3 clusters
  Score: Raw -895881.919228 + Penalty 4330.582654 = -891551.336574
  nChanged 4
		SP:Iteration 58Q (4502.090000 sec): 3 clusters
  Score: Raw -895882.890435 + Penalty 4330.582654 = -891552.307781
  nChanged 6
		SP:Iteration 59Q (4502.110000 sec): 3 clusters
  Score: Raw -895884.885106 + Penalty 4330.582654 = -891554.302452
  nChanged 11
		SP:Iteration 60F (4502.130000 sec): 3 clusters
  Score: Raw -895888.139516 + Penalty 4330.582654 = -891557.556862
  nChanged 8
		SP:Iteration 61Q (4502.150000 sec): 3 clusters
  Score: Raw -895890.797327 + Penalty 4330.582654 = -891560.214673
  nChanged 8
		SP:Iteration 62Q (4502.170000 sec): 3 clusters
  Score: Raw -895893.261134 + Penalty 4330.582654 = -891562.678480
  nChanged 9
		SP:Iteration 63Q (4502.190000 sec): 3 clusters
  Score: Raw -895896.237320 + Penalty 4330.582654 = -891565.654666
  nChanged 9
		SP:Iteration 64Q (4502.210000 sec): 3 clusters
  Score: Raw -895899.121357 + Penalty 4330.582654 = -891568.538703
  nChanged 10
		SP:Iteration 65Q (4502.230000 sec): 3 clusters
  Score: Raw -895902.438623 + Penalty 4330.582654 = -891571.855969
  nChanged 9
		SP:Iteration 66Q (4502.260000 sec): 3 clusters
  Score: Raw -895904.860908 + Penalty 4330.582654 = -891574.278254
  nChanged 6
		SP:Iteration 67Q (4502.280000 sec): 3 clusters
  Score: Raw -895906.874822 + Penalty 4330.582654 = -891576.292168
  nChanged 9
		SP:Iteration 68Q (4502.300000 sec): 3 clusters
  Score: Raw -895909.167557 + Penalty 4330.582654 = -891578.584903
  nChanged 3
		SP:Iteration 69Q (4502.320000 sec): 3 clusters
  Score: Raw -895909.944536 + Penalty 4330.582654 = -891579.361882
  nChanged 4
		SP:Iteration 70Q (4502.340000 sec): 3 clusters
  Score: Raw -895911.687322 + Penalty 4330.582654 = -891581.104668
  nChanged 10
		SP:Iteration 71Q (4502.360000 sec): 3 clusters
  Score: Raw -895914.777180 + Penalty 4330.582654 = -891584.194526
  nChanged 8
		SP:Iteration 72Q (4502.380000 sec): 3 clusters
  Score: Raw -895916.801047 + Penalty 4330.582654 = -891586.218393
  nChanged 6
		SP:Iteration 73Q (4502.410000 sec): 3 clusters
  Score: Raw -895918.548783 + Penalty 4330.582654 = -891587.966129
  nChanged 10
		SP:Iteration 74Q (4502.430000 sec): 3 clusters
  Score: Raw -895921.404890 + Penalty 4330.582654 = -891590.822236
  nChanged 12
		SP:Iteration 75Q (4502.450000 sec): 3 clusters
  Score: Raw -895924.408908 + Penalty 4330.582654 = -891593.826254
  nChanged 8
		SP:Iteration 76Q (4502.470000 sec): 3 clusters
  Score: Raw -895926.700590 + Penalty 4330.582654 = -891596.117936
  nChanged 6
		SP:Iteration 77Q (4502.490000 sec): 3 clusters
  Score: Raw -895928.491206 + Penalty 4330.582654 = -891597.908552
  nChanged 4
		SP:Iteration 78Q (4502.510000 sec): 3 clusters
  Score: Raw -895929.532571 + Penalty 4330.582654 = -891598.949917
  nChanged 4
		SP:Iteration 79Q (4502.530000 sec): 3 clusters
  Score: Raw -895930.443917 + Penalty 4330.582654 = -891599.861263
  nChanged 6
		SP:Iteration 80F (4502.550000 sec): 3 clusters
  Score: Raw -895931.807437 + Penalty 4330.582654 = -891601.224783
  nChanged 4
		SP:Iteration 81Q (4502.570000 sec): 3 clusters
  Score: Raw -895932.478185 + Penalty 4330.582654 = -891601.895531
  nChanged 5
		SP:Iteration 82Q (4502.590000 sec): 3 clusters
  Score: Raw -895933.692588 + Penalty 4330.582654 = -891603.109934
  nChanged 5
		SP:Iteration 83Q (4502.610000 sec): 3 clusters
  Score: Raw -895934.852151 + Penalty 4330.582654 = -891604.269497
  nChanged 4
		SP:Iteration 84Q (4502.640000 sec): 3 clusters
  Score: Raw -895935.747264 + Penalty 4330.582654 = -891605.164610
  nChanged 3
		SP:Iteration 85Q (4502.660000 sec): 3 clusters
  Score: Raw -895936.483401 + Penalty 4330.582654 = -891605.900747
  nChanged 2
		SP:Iteration 86Q (4502.680000 sec): 3 clusters
  Score: Raw -895937.150820 + Penalty 4330.582654 = -891606.568166
  nChanged 6
		SP:Iteration 87Q (4502.700000 sec): 3 clusters
  Score: Raw -895938.425654 + Penalty 4330.582654 = -891607.843000
  nChanged 3
		SP:Iteration 88Q (4502.720000 sec): 3 clusters
  Score: Raw -895939.077467 + Penalty 4330.582654 = -891608.494813
  nChanged 5
		SP:Iteration 89Q (4502.740000 sec): 3 clusters
  Score: Raw -895940.461648 + Penalty 4330.582654 = -891609.878994
  nChanged 5
		SP:Iteration 90Q (4502.760000 sec): 3 clusters
  Score: Raw -895941.436325 + Penalty 4330.582654 = -891610.853671
  nChanged 3
		SP:Iteration 91Q (4502.780000 sec): 3 clusters
  Score: Raw -895942.002670 + Penalty 4330.582654 = -891611.420016
  nChanged 1
		SP:Iteration 92Q (4502.800000 sec): 3 clusters
  Score: Raw -895942.550895 + Penalty 4330.582654 = -891611.968241
  nChanged 1
		SP:Iteration 93Q (4502.830000 sec): 3 clusters
  Score: Raw -895942.787938 + Penalty 4330.582654 = -891612.205284
  nChanged 0
		SP:Iteration 94F (4502.850000 sec): 3 clusters
  Score: Raw -895942.787938 + Penalty 4330.582654 = -891612.205284
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (26585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4502.950000 sec): 2 clusters
  Score: Raw -3930311.042638 + Penalty 2526.649402 = -3927784.393237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4503.050000 sec): 3 clusters
  Score: Raw -3914317.832093 + Penalty 5053.298803 = -3909264.533290
  nChanged 11939
		SP:Iteration 1F (4503.150000 sec): 3 clusters
  Score: Raw -3920893.787008 + Penalty 5053.298803 = -3915840.488204
  nChanged 1345
		SP:Iteration 2F (4503.250000 sec): 3 clusters
  Score: Raw -3921297.392068 + Penalty 5053.298803 = -3916244.093265
  nChanged 1081
		SP:Iteration 3Q (4503.360000 sec): 3 clusters
  Score: Raw -3921613.986056 + Penalty 5053.298803 = -3916560.687253
  nChanged 956
		SP:Iteration 4Q (4503.460000 sec): 3 clusters
  Score: Raw -3921897.784880 + Penalty 5053.298803 = -3916844.486077
  nChanged 964
		SP:Iteration 5Q (4503.570000 sec): 3 clusters
  Score: Raw -3922220.055731 + Penalty 5053.298803 = -3917166.756927
  nChanged 1080
		SP:Iteration 6Q (4503.670000 sec): 3 clusters
  Score: Raw -3922635.217915 + Penalty 5053.298803 = -3917581.919112
  nChanged 1194
		SP:Iteration 7Q (4503.780000 sec): 3 clusters
  Score: Raw -3923187.025011 + Penalty 5053.298803 = -3918133.726208
  nChanged 1357
		SP:Iteration 8F (4503.880000 sec): 3 clusters
  Score: Raw -3923908.424964 + Penalty 5053.298803 = -3918855.126161
  nChanged 1480
		SP:Iteration 9F (4503.980000 sec): 3 clusters
  Score: Raw -3924861.568637 + Penalty 5053.298803 = -3919808.269834
  nChanged 1618
		SP:Iteration 10F (4504.080000 sec): 3 clusters
  Score: Raw -3926048.493240 + Penalty 5053.298803 = -3920995.194437
  nChanged 1543
		SP:Iteration 11F (4504.180000 sec): 3 clusters
  Score: Raw -3927295.508287 + Penalty 5053.298803 = -3922242.209484
  nChanged 1328
		SP:Iteration 12Q (4504.280000 sec): 3 clusters
  Score: Raw -3928412.928623 + Penalty 5053.298803 = -3923359.629820
  nChanged 939
		SP:Iteration 13Q (4504.380000 sec): 3 clusters
  Score: Raw -3929248.857178 + Penalty 5053.298803 = -3924195.558375
  nChanged 618
		SP:Iteration 14Q (4504.470000 sec): 3 clusters
  Score: Raw -3929819.823588 + Penalty 5053.298803 = -3924766.524784
  nChanged 367
		SP:Iteration 15Q (4504.560000 sec): 3 clusters
  Score: Raw -3930143.924985 + Penalty 5053.298803 = -3925090.626182
  nChanged 210
		SP:Iteration 16Q (4504.650000 sec): 3 clusters
  Score: Raw -3930331.057333 + Penalty 5053.298803 = -3925277.758530
  nChanged 124
		SP:Iteration 17Q (4504.730000 sec): 3 clusters
  Score: Raw -3930446.240790 + Penalty 5053.298803 = -3925392.941987
  nChanged 85
		SP:Iteration 18Q (4504.800000 sec): 3 clusters
  Score: Raw -3930526.188560 + Penalty 5053.298803 = -3925472.889757
  nChanged 49
		SP:Iteration 19Q (4504.870000 sec): 3 clusters
  Score: Raw -3930569.403440 + Penalty 5053.298803 = -3925516.104637
  nChanged 39
		SP:Iteration 20F (4504.970000 sec): 3 clusters
  Score: Raw -3930602.950481 + Penalty 5053.298803 = -3925549.651677
  nChanged 24
		SP:Iteration 21Q (4505.050000 sec): 3 clusters
  Score: Raw -3930623.670890 + Penalty 5053.298803 = -3925570.372086
  nChanged 20
		SP:Iteration 22Q (4505.130000 sec): 3 clusters
  Score: Raw -3930642.424214 + Penalty 5053.298803 = -3925589.125411
  nChanged 16
		SP:Iteration 23Q (4505.200000 sec): 3 clusters
  Score: Raw -3930658.985934 + Penalty 5053.298803 = -3925605.687131
  nChanged 21
		SP:Iteration 24Q (4505.270000 sec): 3 clusters
  Score: Raw -3930674.175853 + Penalty 5053.298803 = -3925620.877050
  nChanged 14
		SP:Iteration 25Q (4505.340000 sec): 3 clusters
  Score: Raw -3930683.260065 + Penalty 5053.298803 = -3925629.961262
  nChanged 8
		SP:Iteration 26Q (4505.410000 sec): 3 clusters
  Score: Raw -3930692.314118 + Penalty 5053.298803 = -3925639.015314
  nChanged 12
		SP:Iteration 27Q (4505.490000 sec): 3 clusters
  Score: Raw -3930701.984224 + Penalty 5053.298803 = -3925648.685420
  nChanged 3
		SP:Iteration 28Q (4505.560000 sec): 3 clusters
  Score: Raw -3930705.778126 + Penalty 5053.298803 = -3925652.479323
  nChanged 6
		SP:Iteration 29Q (4505.630000 sec): 3 clusters
  Score: Raw -3930709.416797 + Penalty 5053.298803 = -3925656.117994
  nChanged 5
		SP:Iteration 30Q (4505.700000 sec): 3 clusters
  Score: Raw -3930712.995695 + Penalty 5053.298803 = -3925659.696892
  nChanged 3
		SP:Iteration 31Q (4505.780000 sec): 3 clusters
  Score: Raw -3930716.093951 + Penalty 5053.298803 = -3925662.795148
  nChanged 3
		SP:Iteration 32Q (4505.850000 sec): 3 clusters
  Score: Raw -3930719.177766 + Penalty 5053.298803 = -3925665.878963
  nChanged 2
		SP:Iteration 33Q (4505.920000 sec): 3 clusters
  Score: Raw -3930721.217133 + Penalty 5053.298803 = -3925667.918330
  nChanged 5
		SP:Iteration 34Q (4505.990000 sec): 3 clusters
  Score: Raw -3930725.771048 + Penalty 5053.298803 = -3925672.472245
  nChanged 7
		SP:Iteration 35Q (4506.060000 sec): 3 clusters
  Score: Raw -3930732.232212 + Penalty 5053.298803 = -3925678.933409
  nChanged 5
		SP:Iteration 36Q (4506.140000 sec): 3 clusters
  Score: Raw -3930736.161210 + Penalty 5053.298803 = -3925682.862407
  nChanged 1
		SP:Iteration 37Q (4506.210000 sec): 3 clusters
  Score: Raw -3930736.970824 + Penalty 5053.298803 = -3925683.672021
  nChanged 0
		SP:Iteration 38F (4506.310000 sec): 3 clusters
  Score: Raw -3930736.970824 + Penalty 5053.298803 = -3925683.672021
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (20938 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4506.380000 sec): 2 clusters
  Score: Raw -2878376.022279 + Penalty 2467.431600 = -2875908.590678
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4506.460000 sec): 3 clusters
  Score: Raw -2866046.377788 + Penalty 4934.863201 = -2861111.514588
  nChanged 9319
		SP:Iteration 1F (4506.530000 sec): 3 clusters
  Score: Raw -2871333.028442 + Penalty 4934.863201 = -2866398.165241
  nChanged 1345
		SP:Iteration 2F (4506.610000 sec): 3 clusters
  Score: Raw -2871974.246169 + Penalty 4934.863201 = -2867039.382968
  nChanged 1216
		SP:Iteration 3F (4506.690000 sec): 3 clusters
  Score: Raw -2872525.452438 + Penalty 4934.863201 = -2867590.589237
  nChanged 1063
		SP:Iteration 4F (4506.770000 sec): 3 clusters
  Score: Raw -2872976.297334 + Penalty 4934.863201 = -2868041.434133
  nChanged 957
		SP:Iteration 5Q (4506.850000 sec): 3 clusters
  Score: Raw -2873394.176926 + Penalty 4934.863201 = -2868459.313726
  nChanged 923
		SP:Iteration 6Q (4506.930000 sec): 3 clusters
  Score: Raw -2873818.756519 + Penalty 4934.863201 = -2868883.893318
  nChanged 884
		SP:Iteration 7Q (4507.010000 sec): 3 clusters
  Score: Raw -2874283.360081 + Penalty 4934.863201 = -2869348.496880
  nChanged 1012
		SP:Iteration 8Q (4507.080000 sec): 3 clusters
  Score: Raw -2874915.858224 + Penalty 4934.863201 = -2869980.995023
  nChanged 1045
		SP:Iteration 9Q (4507.160000 sec): 3 clusters
  Score: Raw -2875608.603811 + Penalty 4934.863201 = -2870673.740611
  nChanged 1016
		SP:Iteration 10Q (4507.250000 sec): 3 clusters
  Score: Raw -2876297.252167 + Penalty 4934.863201 = -2871362.388967
  nChanged 912
		SP:Iteration 11Q (4507.330000 sec): 3 clusters
  Score: Raw -2876894.801286 + Penalty 4934.863201 = -2871959.938085
  nChanged 758
		SP:Iteration 12Q (4507.400000 sec): 3 clusters
  Score: Raw -2877351.169840 + Penalty 4934.863201 = -2872416.306639
  nChanged 648
		SP:Iteration 13Q (4507.480000 sec): 3 clusters
  Score: Raw -2877753.733484 + Penalty 4934.863201 = -2872818.870284
  nChanged 578
		SP:Iteration 14Q (4507.560000 sec): 3 clusters
  Score: Raw -2878159.474641 + Penalty 4934.863201 = -2873224.611441
  nChanged 541
		SP:Iteration 15Q (4507.630000 sec): 3 clusters
  Score: Raw -2878619.325962 + Penalty 4934.863201 = -2873684.462762
  nChanged 511
		SP:Iteration 16Q (4507.700000 sec): 3 clusters
  Score: Raw -2879123.058334 + Penalty 4934.863201 = -2874188.195134
  nChanged 473
		SP:Iteration 17Q (4507.770000 sec): 3 clusters
  Score: Raw -2879628.427940 + Penalty 4934.863201 = -2874693.564739
  nChanged 372
		SP:Iteration 18Q (4507.840000 sec): 3 clusters
  Score: Raw -2880004.691336 + Penalty 4934.863201 = -2875069.828136
  nChanged 248
		SP:Iteration 19Q (4507.910000 sec): 3 clusters
  Score: Raw -2880241.248856 + Penalty 4934.863201 = -2875306.385656
  nChanged 152
		SP:Iteration 20F (4507.980000 sec): 3 clusters
  Score: Raw -2880587.595740 + Penalty 4934.863201 = -2875652.732539
  nChanged 135
		SP:Iteration 21Q (4508.050000 sec): 3 clusters
  Score: Raw -2880829.125181 + Penalty 4934.863201 = -2875894.261981
  nChanged 98
		SP:Iteration 22Q (4508.110000 sec): 3 clusters
  Score: Raw -2880916.148792 + Penalty 4934.863201 = -2875981.285591
  nChanged 41
		SP:Iteration 23Q (4508.170000 sec): 3 clusters
  Score: Raw -2880939.497578 + Penalty 4934.863201 = -2876004.634377
  nChanged 16
		SP:Iteration 24Q (4508.240000 sec): 3 clusters
  Score: Raw -2880944.674110 + Penalty 4934.863201 = -2876009.810909
  nChanged 6
		SP:Iteration 25Q (4508.300000 sec): 3 clusters
  Score: Raw -2880947.160815 + Penalty 4934.863201 = -2876012.297615
  nChanged 2
		SP:Iteration 26Q (4508.360000 sec): 3 clusters
  Score: Raw -2880947.673901 + Penalty 4934.863201 = -2876012.810701
  nChanged 0
		SP:Iteration 27F (4508.440000 sec): 3 clusters
  Score: Raw -2880947.673901 + Penalty 4934.863201 = -2876012.810701
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 27.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4508.460000 sec): 2 clusters
  Score: Raw -466550.775029 + Penalty 2004.588940 = -464546.186090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4508.470000 sec): 3 clusters
  Score: Raw -465126.629450 + Penalty 4009.177880 = -461117.451570
  nChanged 1146
		SP:Iteration 1F (4508.480000 sec): 3 clusters
  Score: Raw -465824.398498 + Penalty 4009.177880 = -461815.220618
  nChanged 232
		SP:Iteration 2F (4508.500000 sec): 3 clusters
  Score: Raw -465989.938552 + Penalty 4009.177880 = -461980.760672
  nChanged 157
		SP:Iteration 3Q (4508.510000 sec): 3 clusters
  Score: Raw -466095.243594 + Penalty 4009.177880 = -462086.065714
  nChanged 108
		SP:Iteration 4Q (4508.520000 sec): 3 clusters
  Score: Raw -466149.299564 + Penalty 4009.177880 = -462140.121684
  nChanged 69
		SP:Iteration 5Q (4508.530000 sec): 3 clusters
  Score: Raw -466182.818068 + Penalty 4009.177880 = -462173.640188
  nChanged 50
		SP:Iteration 6Q (4508.540000 sec): 3 clusters
  Score: Raw -466204.429770 + Penalty 4009.177880 = -462195.251890
  nChanged 34
		SP:Iteration 7Q (4508.560000 sec): 3 clusters
  Score: Raw -466219.415080 + Penalty 4009.177880 = -462210.237201
  nChanged 32
		SP:Iteration 8Q (4508.570000 sec): 3 clusters
  Score: Raw -466238.375634 + Penalty 4009.177880 = -462229.197754
  nChanged 36
		SP:Iteration 9Q (4508.580000 sec): 3 clusters
  Score: Raw -466263.477177 + Penalty 4009.177880 = -462254.299297
  nChanged 51
		SP:Iteration 10Q (4508.590000 sec): 3 clusters
  Score: Raw -466293.267176 + Penalty 4009.177880 = -462284.089296
  nChanged 56
		SP:Iteration 11Q (4508.600000 sec): 3 clusters
  Score: Raw -466323.351133 + Penalty 4009.177880 = -462314.173253
  nChanged 44
		SP:Iteration 12Q (4508.610000 sec): 3 clusters
  Score: Raw -466345.421639 + Penalty 4009.177880 = -462336.243760
  nChanged 37
		SP:Iteration 13Q (4508.620000 sec): 3 clusters
  Score: Raw -466364.585323 + Penalty 4009.177880 = -462355.407443
  nChanged 40
		SP:Iteration 14Q (4508.640000 sec): 3 clusters
  Score: Raw -466388.615680 + Penalty 4009.177880 = -462379.437800
  nChanged 53
		SP:Iteration 15Q (4508.650000 sec): 3 clusters
  Score: Raw -466422.828121 + Penalty 4009.177880 = -462413.650241
  nChanged 72
		SP:Iteration 16Q (4508.660000 sec): 3 clusters
  Score: Raw -466481.899533 + Penalty 4009.177880 = -462472.721653
  nChanged 84
		SP:Iteration 17Q (4508.670000 sec): 3 clusters
  Score: Raw -466557.569306 + Penalty 4009.177880 = -462548.391426
  nChanged 95
		SP:Iteration 18Q (4508.680000 sec): 3 clusters
  Score: Raw -466639.474702 + Penalty 4009.177880 = -462630.296822
  nChanged 100
		SP:Iteration 19Q (4508.700000 sec): 3 clusters
  Score: Raw -466732.858893 + Penalty 4009.177880 = -462723.681013
  nChanged 122
		SP:Iteration 20F (4508.710000 sec): 3 clusters
  Score: Raw -466848.722406 + Penalty 4009.177880 = -462839.544526
  nChanged 121
		SP:Iteration 21Q (4508.720000 sec): 3 clusters
  Score: Raw -467011.675354 + Penalty 4009.177880 = -463002.497475
  nChanged 136
		SP:Iteration 22Q (4508.730000 sec): 3 clusters
  Score: Raw -467156.996816 + Penalty 4009.177880 = -463147.818936
  nChanged 134
		SP:Iteration 23Q (4508.740000 sec): 3 clusters
  Score: Raw -467301.155884 + Penalty 4009.177880 = -463291.978004
  nChanged 93
		SP:Iteration 24Q (4508.750000 sec): 3 clusters
  Score: Raw -467417.126831 + Penalty 4009.177880 = -463407.948951
  nChanged 85
		SP:Iteration 25Q (4508.760000 sec): 3 clusters
  Score: Raw -467525.456169 + Penalty 4009.177880 = -463516.278289
  nChanged 77
		SP:Iteration 26Q (4508.780000 sec): 3 clusters
  Score: Raw -467622.794764 + Penalty 4009.177880 = -463613.616884
  nChanged 85
		SP:Iteration 27Q (4508.790000 sec): 3 clusters
  Score: Raw -467716.502298 + Penalty 4009.177880 = -463707.324418
  nChanged 72
		SP:Iteration 28Q (4508.800000 sec): 3 clusters
  Score: Raw -467800.311005 + Penalty 4009.177880 = -463791.133125
  nChanged 72
		SP:Iteration 29Q (4508.810000 sec): 3 clusters
  Score: Raw -467878.998676 + Penalty 4009.177880 = -463869.820796
  nChanged 58
		SP:Iteration 30Q (4508.820000 sec): 3 clusters
  Score: Raw -467933.513933 + Penalty 4009.177880 = -463924.336054
  nChanged 50
		SP:Iteration 31Q (4508.830000 sec): 3 clusters
  Score: Raw -467973.615561 + Penalty 4009.177880 = -463964.437681
  nChanged 40
		SP:Iteration 32Q (4508.840000 sec): 3 clusters
  Score: Raw -468001.677415 + Penalty 4009.177880 = -463992.499535
  nChanged 33
		SP:Iteration 33Q (4508.850000 sec): 3 clusters
  Score: Raw -468026.464067 + Penalty 4009.177880 = -464017.286187
  nChanged 32
		SP:Iteration 34Q (4508.860000 sec): 3 clusters
  Score: Raw -468044.565690 + Penalty 4009.177880 = -464035.387811
  nChanged 26
		SP:Iteration 35Q (4508.870000 sec): 3 clusters
  Score: Raw -468060.618280 + Penalty 4009.177880 = -464051.440400
  nChanged 27
		SP:Iteration 36Q (4508.880000 sec): 3 clusters
  Score: Raw -468074.377210 + Penalty 4009.177880 = -464065.199331
  nChanged 21
		SP:Iteration 37Q (4508.890000 sec): 3 clusters
  Score: Raw -468083.811018 + Penalty 4009.177880 = -464074.633138
  nChanged 12
		SP:Iteration 38Q (4508.900000 sec): 3 clusters
  Score: Raw -468090.254376 + Penalty 4009.177880 = -464081.076496
  nChanged 12
		SP:Iteration 39Q (4508.910000 sec): 3 clusters
  Score: Raw -468096.066253 + Penalty 4009.177880 = -464086.888373
  nChanged 15
		SP:Iteration 40F (4508.920000 sec): 3 clusters
  Score: Raw -468103.519192 + Penalty 4009.177880 = -464094.341312
  nChanged 15
		SP:Iteration 41Q (4508.930000 sec): 3 clusters
  Score: Raw -468110.549282 + Penalty 4009.177880 = -464101.371403
  nChanged 16
		SP:Iteration 42Q (4508.940000 sec): 3 clusters
  Score: Raw -468118.573037 + Penalty 4009.177880 = -464109.395157
  nChanged 13
		SP:Iteration 43Q (4508.950000 sec): 3 clusters
  Score: Raw -468123.628592 + Penalty 4009.177880 = -464114.450712
  nChanged 13
		SP:Iteration 44Q (4508.960000 sec): 3 clusters
  Score: Raw -468128.932492 + Penalty 4009.177880 = -464119.754612
  nChanged 6
		SP:Iteration 45Q (4508.970000 sec): 3 clusters
  Score: Raw -468130.685380 + Penalty 4009.177880 = -464121.507501
  nChanged 5
		SP:Iteration 46Q (4508.980000 sec): 3 clusters
  Score: Raw -468132.653409 + Penalty 4009.177880 = -464123.475529
  nChanged 8
		SP:Iteration 47Q (4508.990000 sec): 3 clusters
  Score: Raw -468135.319159 + Penalty 4009.177880 = -464126.141279
  nChanged 2
		SP:Iteration 48Q (4509.000000 sec): 3 clusters
  Score: Raw -468135.791604 + Penalty 4009.177880 = -464126.613724
  nChanged 2
		SP:Iteration 49Q (4509.010000 sec): 3 clusters
  Score: Raw -468137.364405 + Penalty 4009.177880 = -464128.186525
  nChanged 2
		SP:Iteration 50Q (4509.020000 sec): 3 clusters
  Score: Raw -468138.521155 + Penalty 4009.177880 = -464129.343276
  nChanged 3
		SP:Iteration 51Q (4509.030000 sec): 3 clusters
  Score: Raw -468139.677625 + Penalty 4009.177880 = -464130.499745
  nChanged 3
		SP:Iteration 52Q (4509.040000 sec): 3 clusters
  Score: Raw -468140.341134 + Penalty 4009.177880 = -464131.163254
  nChanged 0
		SP:Iteration 53F (4509.060000 sec): 3 clusters
  Score: Raw -468140.341134 + Penalty 4009.177880 = -464131.163254
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4509.060000 sec): 2 clusters
  Score: Raw -126649.122636 + Penalty 1674.273164 = -124974.849472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4509.060000 sec): 3 clusters
  Score: Raw -126494.782935 + Penalty 3348.546329 = -123146.236607
  nChanged 183
		SP:Iteration 1F (4509.070000 sec): 3 clusters
  Score: Raw -126722.586382 + Penalty 3348.546329 = -123374.040053
  nChanged 46
		SP:Iteration 2F (4509.070000 sec): 3 clusters
  Score: Raw -126785.704028 + Penalty 3348.546329 = -123437.157699
  nChanged 23
		SP:Iteration 3Q (4509.070000 sec): 3 clusters
  Score: Raw -126824.290567 + Penalty 3348.546329 = -123475.744238
  nChanged 11
		SP:Iteration 4Q (4509.080000 sec): 3 clusters
  Score: Raw -126841.240612 + Penalty 3348.546329 = -123492.694283
  nChanged 9
		SP:Iteration 5Q (4509.080000 sec): 3 clusters
  Score: Raw -126852.010663 + Penalty 3348.546329 = -123503.464335
  nChanged 2
		SP:Iteration 6Q (4509.080000 sec): 3 clusters
  Score: Raw -126854.666692 + Penalty 3348.546329 = -123506.120364
  nChanged 1
		SP:Iteration 7Q (4509.080000 sec): 3 clusters
  Score: Raw -126855.759574 + Penalty 3348.546329 = -123507.213246
  nChanged 1
		SP:Iteration 8Q (4509.090000 sec): 3 clusters
  Score: Raw -126857.445204 + Penalty 3348.546329 = -123508.898876
  nChanged 1
		SP:Iteration 9Q (4509.090000 sec): 3 clusters
  Score: Raw -126858.031440 + Penalty 3348.546329 = -123509.485112
  nChanged 0
		SP:Iteration 10F (4509.100000 sec): 3 clusters
  Score: Raw -126858.031440 + Penalty 3348.546329 = -123509.485112
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (2373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4509.100000 sec): 2 clusters
  Score: Raw -277845.349964 + Penalty 1927.433744 = -275917.916221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4509.110000 sec): 3 clusters
  Score: Raw -277224.194577 + Penalty 3854.867487 = -273369.327090
  nChanged 892
		SP:Iteration 1F (4509.120000 sec): 3 clusters
  Score: Raw -281033.805491 + Penalty 3854.867487 = -277178.938004
  nChanged 365
		SP:Iteration 2F (4509.130000 sec): 3 clusters
  Score: Raw -284455.813033 + Penalty 3854.867487 = -280600.945545
  nChanged 271
		SP:Iteration 3F (4509.140000 sec): 3 clusters
  Score: Raw -286177.106058 + Penalty 3854.867487 = -282322.238571
  nChanged 184
		SP:Iteration 4F (4509.150000 sec): 3 clusters
  Score: Raw -287708.193891 + Penalty 3854.867487 = -283853.326404
  nChanged 110
		SP:Iteration 5Q (4509.150000 sec): 3 clusters
  Score: Raw -289277.133377 + Penalty 3854.867487 = -285422.265890
  nChanged 52
		SP:Iteration 6Q (4509.160000 sec): 3 clusters
  Score: Raw -291087.619053 + Penalty 3854.867487 = -287232.751565
  nChanged 25
		SP:Iteration 7Q (4509.160000 sec): 3 clusters
  Score: Raw -292505.421666 + Penalty 3854.867487 = -288650.554178
  nChanged 21
		SP:Iteration 8Q (4509.170000 sec): 3 clusters
  Score: Raw -292597.613700 + Penalty 3854.867487 = -288742.746212
  nChanged 11
		SP:Iteration 9Q (4509.180000 sec): 3 clusters
  Score: Raw -292654.563336 + Penalty 3854.867487 = -288799.695848
  nChanged 8
		SP:Iteration 10Q (4509.180000 sec): 3 clusters
  Score: Raw -292684.016263 + Penalty 3854.867487 = -288829.148776
  nChanged 3
		SP:Iteration 11Q (4509.190000 sec): 3 clusters
  Score: Raw -292685.445952 + Penalty 3854.867487 = -288830.578465
  nChanged 0
		SP:Iteration 12F (4509.200000 sec): 3 clusters
  Score: Raw -292924.836876 + Penalty 3854.867487 = -289069.969389
  nChanged 62
		SP:Iteration 13Q (4509.200000 sec): 3 clusters
  Score: Raw -293615.500036 + Penalty 3854.867487 = -289760.632549
  nChanged 38
		SP:Iteration 14Q (4509.210000 sec): 3 clusters
  Score: Raw -293955.172244 + Penalty 3854.867487 = -290100.304757
  nChanged 6
		SP:Iteration 15Q (4509.220000 sec): 3 clusters
  Score: Raw -293987.988425 + Penalty 3854.867487 = -290133.120938
  nChanged 2
		SP:Iteration 16Q (4509.220000 sec): 3 clusters
  Score: Raw -293990.785147 + Penalty 3854.867487 = -290135.917660
  nChanged 0
		SP:Iteration 17F (4509.230000 sec): 3 clusters
  Score: Raw -294028.011367 + Penalty 3854.867487 = -290173.143880
  nChanged 10
		SP:Iteration 18Q (4509.240000 sec): 3 clusters
  Score: Raw -294095.102583 + Penalty 3854.867487 = -290240.235096
  nChanged 12
		SP:Iteration 19Q (4509.240000 sec): 3 clusters
  Score: Raw -294213.818689 + Penalty 3854.867487 = -290358.951201
  nChanged 11
		SP:Iteration 20F (4509.250000 sec): 3 clusters
  Score: Raw -294478.273308 + Penalty 3854.867487 = -290623.405821
  nChanged 31
		SP:Iteration 21Q (4509.260000 sec): 3 clusters
  Score: Raw -295546.755419 + Penalty 3854.867487 = -291691.887932
  nChanged 9
		SP:Iteration 22Q (4509.260000 sec): 3 clusters
  Score: Raw -297202.760678 + Penalty 3854.867487 = -293347.893190
  nChanged 0
		SP:Iteration 23F (4509.270000 sec): 3 clusters
  Score: Raw -297202.760678 + Penalty 3854.867487 = -293347.893190
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 28.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4509.320000 sec): 2 clusters
  Score: Raw -1987856.734643 + Penalty 2355.484765 = -1985501.249878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4509.370000 sec): 3 clusters
  Score: Raw -1980571.747515 + Penalty 4710.969530 = -1975860.777985
  nChanged 5577
		SP:Iteration 1F (4509.420000 sec): 3 clusters
  Score: Raw -1983489.497657 + Penalty 4710.969530 = -1978778.528127
  nChanged 791
		SP:Iteration 2F (4509.470000 sec): 3 clusters
  Score: Raw -1983805.365909 + Penalty 4710.969530 = -1979094.396379
  nChanged 597
		SP:Iteration 3Q (4509.520000 sec): 3 clusters
  Score: Raw -1984013.286099 + Penalty 4710.969530 = -1979302.316570
  nChanged 481
		SP:Iteration 4Q (4509.570000 sec): 3 clusters
  Score: Raw -1984173.969729 + Penalty 4710.969530 = -1979463.000199
  nChanged 467
		SP:Iteration 5Q (4509.620000 sec): 3 clusters
  Score: Raw -1984341.954729 + Penalty 4710.969530 = -1979630.985199
  nChanged 419
		SP:Iteration 6Q (4509.660000 sec): 3 clusters
  Score: Raw -1984497.918945 + Penalty 4710.969530 = -1979786.949415
  nChanged 415
		SP:Iteration 7Q (4509.720000 sec): 3 clusters
  Score: Raw -1984665.366280 + Penalty 4710.969530 = -1979954.396751
  nChanged 463
		SP:Iteration 8Q (4509.760000 sec): 3 clusters
  Score: Raw -1984865.946054 + Penalty 4710.969530 = -1980154.976524
  nChanged 497
		SP:Iteration 9Q (4509.810000 sec): 3 clusters
  Score: Raw -1985125.681780 + Penalty 4710.969530 = -1980414.712250
  nChanged 584
		SP:Iteration 10Q (4509.860000 sec): 3 clusters
  Score: Raw -1985473.917757 + Penalty 4710.969530 = -1980762.948227
  nChanged 638
		SP:Iteration 11Q (4509.910000 sec): 3 clusters
  Score: Raw -1985936.530029 + Penalty 4710.969530 = -1981225.560499
  nChanged 676
		SP:Iteration 12F (4509.960000 sec): 3 clusters
  Score: Raw -1986482.763795 + Penalty 4710.969530 = -1981771.794265
  nChanged 601
		SP:Iteration 13Q (4510.010000 sec): 3 clusters
  Score: Raw -1986983.855314 + Penalty 4710.969530 = -1982272.885784
  nChanged 462
		SP:Iteration 14Q (4510.060000 sec): 3 clusters
  Score: Raw -1987397.584950 + Penalty 4710.969530 = -1982686.615420
  nChanged 291
		SP:Iteration 15Q (4510.100000 sec): 3 clusters
  Score: Raw -1987649.635440 + Penalty 4710.969530 = -1982938.665910
  nChanged 176
		SP:Iteration 16Q (4510.140000 sec): 3 clusters
  Score: Raw -1987803.689215 + Penalty 4710.969530 = -1983092.719685
  nChanged 118
		SP:Iteration 17Q (4510.180000 sec): 3 clusters
  Score: Raw -1987906.056644 + Penalty 4710.969530 = -1983195.087115
  nChanged 75
		SP:Iteration 18Q (4510.220000 sec): 3 clusters
  Score: Raw -1987971.800969 + Penalty 4710.969530 = -1983260.831439
  nChanged 56
		SP:Iteration 19Q (4510.260000 sec): 3 clusters
  Score: Raw -1988021.940244 + Penalty 4710.969530 = -1983310.970714
  nChanged 35
		SP:Iteration 20F (4510.310000 sec): 3 clusters
  Score: Raw -1988059.435864 + Penalty 4710.969530 = -1983348.466334
  nChanged 33
		SP:Iteration 21Q (4510.350000 sec): 3 clusters
  Score: Raw -1988091.111348 + Penalty 4710.969530 = -1983380.141818
  nChanged 20
		SP:Iteration 22Q (4510.390000 sec): 3 clusters
  Score: Raw -1988111.207632 + Penalty 4710.969530 = -1983400.238102
  nChanged 11
		SP:Iteration 23Q (4510.420000 sec): 3 clusters
  Score: Raw -1988120.546764 + Penalty 4710.969530 = -1983409.577234
  nChanged 9
		SP:Iteration 24Q (4510.460000 sec): 3 clusters
  Score: Raw -1988127.610384 + Penalty 4710.969530 = -1983416.640854
  nChanged 9
		SP:Iteration 25Q (4510.500000 sec): 3 clusters
  Score: Raw -1988135.546939 + Penalty 4710.969530 = -1983424.577409
  nChanged 7
		SP:Iteration 26Q (4510.540000 sec): 3 clusters
  Score: Raw -1988142.627573 + Penalty 4710.969530 = -1983431.658043
  nChanged 7
		SP:Iteration 27Q (4510.580000 sec): 3 clusters
  Score: Raw -1988148.085652 + Penalty 4710.969530 = -1983437.116122
  nChanged 3
		SP:Iteration 28Q (4510.610000 sec): 3 clusters
  Score: Raw -1988151.242547 + Penalty 4710.969530 = -1983440.273017
  nChanged 6
		SP:Iteration 29Q (4510.650000 sec): 3 clusters
  Score: Raw -1988157.369879 + Penalty 4710.969530 = -1983446.400349
  nChanged 6
		SP:Iteration 30Q (4510.690000 sec): 3 clusters
  Score: Raw -1988163.990345 + Penalty 4710.969530 = -1983453.020815
  nChanged 5
		SP:Iteration 31Q (4510.720000 sec): 3 clusters
  Score: Raw -1988168.379089 + Penalty 4710.969530 = -1983457.409559
  nChanged 5
		SP:Iteration 32Q (4510.760000 sec): 3 clusters
  Score: Raw -1988173.056232 + Penalty 4710.969530 = -1983462.086702
  nChanged 4
		SP:Iteration 33Q (4510.800000 sec): 3 clusters
  Score: Raw -1988175.162936 + Penalty 4710.969530 = -1983464.193406
  nChanged 1
		SP:Iteration 34Q (4510.840000 sec): 3 clusters
  Score: Raw -1988176.215263 + Penalty 4710.969530 = -1983465.245733
  nChanged 1
		SP:Iteration 35Q (4510.870000 sec): 3 clusters
  Score: Raw -1988176.886167 + Penalty 4710.969530 = -1983465.916637
  nChanged 2
		SP:Iteration 36Q (4510.910000 sec): 3 clusters
  Score: Raw -1988178.046397 + Penalty 4710.969530 = -1983467.076867
  nChanged 1
		SP:Iteration 37Q (4510.940000 sec): 3 clusters
  Score: Raw -1988179.057734 + Penalty 4710.969530 = -1983468.088204
  nChanged 0
		SP:Iteration 38F (4510.990000 sec): 3 clusters
  Score: Raw -1988179.057734 + Penalty 4710.969530 = -1983468.088204
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4511.230000 sec): 2 clusters
  Score: Raw -10134667.084527 + Penalty 2764.214698 = -10131902.869828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4511.500000 sec): 3 clusters
  Score: Raw -10090962.569994 + Penalty 5528.429397 = -10085434.140597
  nChanged 32448
		SP:Iteration 1F (4511.760000 sec): 3 clusters
  Score: Raw -10109324.193396 + Penalty 5528.429397 = -10103795.763999
  nChanged 2748
		SP:Iteration 2Q (4512.040000 sec): 3 clusters
  Score: Raw -10110152.741625 + Penalty 5528.429397 = -10104624.312228
  nChanged 2932
		SP:Iteration 3Q (4512.310000 sec): 3 clusters
  Score: Raw -10111181.079857 + Penalty 5528.429397 = -10105652.650460
  nChanged 3431
		SP:Iteration 4Q (4512.590000 sec): 3 clusters
  Score: Raw -10112727.082472 + Penalty 5528.429397 = -10107198.653075
  nChanged 4373
		SP:Iteration 5F (4512.860000 sec): 3 clusters
  Score: Raw -10115300.738314 + Penalty 5528.429397 = -10109772.308917
  nChanged 5267
		SP:Iteration 6F (4513.120000 sec): 3 clusters
  Score: Raw -10119168.545982 + Penalty 5528.429397 = -10113640.116585
  nChanged 5695
		SP:Iteration 7F (4513.390000 sec): 3 clusters
  Score: Raw -10124129.253058 + Penalty 5528.429397 = -10118600.823661
  nChanged 5072
		SP:Iteration 8F (4513.650000 sec): 3 clusters
  Score: Raw -10128909.051656 + Penalty 5528.429397 = -10123380.622259
  nChanged 3448
		SP:Iteration 9Q (4513.920000 sec): 3 clusters
  Score: Raw -10132218.486967 + Penalty 5528.429397 = -10126690.057570
  nChanged 1713
		SP:Iteration 10Q (4514.170000 sec): 3 clusters
  Score: Raw -10133851.052739 + Penalty 5528.429397 = -10128322.623342
  nChanged 674
		SP:Iteration 11Q (4514.400000 sec): 3 clusters
  Score: Raw -10134521.670844 + Penalty 5528.429397 = -10128993.241447
  nChanged 205
		SP:Iteration 12Q (4514.610000 sec): 3 clusters
  Score: Raw -10134760.300084 + Penalty 5528.429397 = -10129231.870687
  nChanged 78
		SP:Iteration 13Q (4514.800000 sec): 3 clusters
  Score: Raw -10134853.927558 + Penalty 5528.429397 = -10129325.498161
  nChanged 34
		SP:Iteration 14Q (4514.990000 sec): 3 clusters
  Score: Raw -10134893.480930 + Penalty 5528.429397 = -10129365.051533
  nChanged 15
		SP:Iteration 15Q (4515.180000 sec): 3 clusters
  Score: Raw -10134917.154391 + Penalty 5528.429397 = -10129388.724994
  nChanged 6
		SP:Iteration 16Q (4515.370000 sec): 3 clusters
  Score: Raw -10134926.019097 + Penalty 5528.429397 = -10129397.589700
  nChanged 3
		SP:Iteration 17Q (4515.560000 sec): 3 clusters
  Score: Raw -10134928.998549 + Penalty 5528.429397 = -10129400.569152
  nChanged 0
		SP:Iteration 18F (4515.820000 sec): 3 clusters
  Score: Raw -10134928.998549 + Penalty 5528.429397 = -10129400.569152
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4515.870000 sec): 2 clusters
  Score: Raw -399260.942950 + Penalty 1970.146098 = -397290.796853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4515.880000 sec): 3 clusters
  Score: Raw -398107.885620 + Penalty 3940.292196 = -394167.593425
  nChanged 958
		SP:Iteration 1F (4515.890000 sec): 3 clusters
  Score: Raw -398689.485599 + Penalty 3940.292196 = -394749.193403
  nChanged 179
		SP:Iteration 2F (4515.900000 sec): 3 clusters
  Score: Raw -398818.322298 + Penalty 3940.292196 = -394878.030102
  nChanged 102
		SP:Iteration 3Q (4515.910000 sec): 3 clusters
  Score: Raw -398885.250442 + Penalty 3940.292196 = -394944.958246
  nChanged 87
		SP:Iteration 4Q (4515.920000 sec): 3 clusters
  Score: Raw -398944.651199 + Penalty 3940.292196 = -395004.359003
  nChanged 76
		SP:Iteration 5Q (4515.930000 sec): 3 clusters
  Score: Raw -399013.203215 + Penalty 3940.292196 = -395072.911019
  nChanged 60
		SP:Iteration 6Q (4515.940000 sec): 3 clusters
  Score: Raw -399061.414474 + Penalty 3940.292196 = -395121.122278
  nChanged 53
		SP:Iteration 7Q (4515.950000 sec): 3 clusters
  Score: Raw -399099.795109 + Penalty 3940.292196 = -395159.502913
  nChanged 50
		SP:Iteration 8Q (4515.960000 sec): 3 clusters
  Score: Raw -399124.841277 + Penalty 3940.292196 = -395184.549082
  nChanged 29
		SP:Iteration 9Q (4515.970000 sec): 3 clusters
  Score: Raw -399142.723661 + Penalty 3940.292196 = -395202.431466
  nChanged 30
		SP:Iteration 10Q (4515.980000 sec): 3 clusters
  Score: Raw -399161.349600 + Penalty 3940.292196 = -395221.057404
  nChanged 25
		SP:Iteration 11Q (4515.990000 sec): 3 clusters
  Score: Raw -399175.442753 + Penalty 3940.292196 = -395235.150558
  nChanged 22
		SP:Iteration 12Q (4516.000000 sec): 3 clusters
  Score: Raw -399185.146677 + Penalty 3940.292196 = -395244.854482
  nChanged 11
		SP:Iteration 13Q (4516.010000 sec): 3 clusters
  Score: Raw -399189.299163 + Penalty 3940.292196 = -395249.006967
  nChanged 8
		SP:Iteration 14Q (4516.020000 sec): 3 clusters
  Score: Raw -399191.958685 + Penalty 3940.292196 = -395251.666490
  nChanged 3
		SP:Iteration 15Q (4516.030000 sec): 3 clusters
  Score: Raw -399193.267527 + Penalty 3940.292196 = -395252.975331
  nChanged 3
		SP:Iteration 16Q (4516.040000 sec): 3 clusters
  Score: Raw -399194.233029 + Penalty 3940.292196 = -395253.940834
  nChanged 2
		SP:Iteration 17Q (4516.050000 sec): 3 clusters
  Score: Raw -399194.965772 + Penalty 3940.292196 = -395254.673577
  nChanged 3
		SP:Iteration 18Q (4516.060000 sec): 3 clusters
  Score: Raw -399195.429793 + Penalty 3940.292196 = -395255.137598
  nChanged 2
		SP:Iteration 19Q (4516.070000 sec): 3 clusters
  Score: Raw -399196.487189 + Penalty 3940.292196 = -395256.194994
  nChanged 5
		SP:Iteration 20F (4516.080000 sec): 3 clusters
  Score: Raw -399198.785175 + Penalty 3940.292196 = -395258.492979
  nChanged 4
		SP:Iteration 21Q (4516.090000 sec): 3 clusters
  Score: Raw -399200.224530 + Penalty 3940.292196 = -395259.932334
  nChanged 2
		SP:Iteration 22Q (4516.100000 sec): 3 clusters
  Score: Raw -399200.857592 + Penalty 3940.292196 = -395260.565396
  nChanged 1
		SP:Iteration 23Q (4516.120000 sec): 3 clusters
  Score: Raw -399201.181856 + Penalty 3940.292196 = -395260.889661
  nChanged 0
		SP:Iteration 24F (4516.120000 sec): 3 clusters
  Score: Raw -399201.181856 + Penalty 3940.292196 = -395260.889661
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4516.130000 sec): 2 clusters
  Score: Raw -169290.392425 + Penalty 1747.352591 = -167543.039834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4516.140000 sec): 3 clusters
  Score: Raw -168962.277559 + Penalty 3494.705182 = -165467.572377
  nChanged 333
		SP:Iteration 1F (4516.140000 sec): 3 clusters
  Score: Raw -169274.511416 + Penalty 3494.705182 = -165779.806234
  nChanged 68
		SP:Iteration 2F (4516.140000 sec): 3 clusters
  Score: Raw -169350.402985 + Penalty 3494.705182 = -165855.697802
  nChanged 35
		SP:Iteration 3Q (4516.150000 sec): 3 clusters
  Score: Raw -169401.691568 + Penalty 3494.705182 = -165906.986386
  nChanged 27
		SP:Iteration 4Q (4516.150000 sec): 3 clusters
  Score: Raw -169434.697753 + Penalty 3494.705182 = -165939.992571
  nChanged 15
		SP:Iteration 5Q (4516.160000 sec): 3 clusters
  Score: Raw -169453.257785 + Penalty 3494.705182 = -165958.552603
  nChanged 12
		SP:Iteration 6Q (4516.160000 sec): 3 clusters
  Score: Raw -169466.116174 + Penalty 3494.705182 = -165971.410992
  nChanged 11
		SP:Iteration 7Q (4516.160000 sec): 3 clusters
  Score: Raw -169477.278148 + Penalty 3494.705182 = -165982.572966
  nChanged 6
		SP:Iteration 8Q (4516.170000 sec): 3 clusters
  Score: Raw -169483.301837 + Penalty 3494.705182 = -165988.596655
  nChanged 3
		SP:Iteration 9Q (4516.170000 sec): 3 clusters
  Score: Raw -169485.437468 + Penalty 3494.705182 = -165990.732286
  nChanged 1
		SP:Iteration 10Q (4516.180000 sec): 3 clusters
  Score: Raw -169485.861716 + Penalty 3494.705182 = -165991.156534
  nChanged 1
		SP:Iteration 11Q (4516.180000 sec): 3 clusters
  Score: Raw -169486.347307 + Penalty 3494.705182 = -165991.642125
  nChanged 1
		SP:Iteration 12Q (4516.180000 sec): 3 clusters
  Score: Raw -169487.592295 + Penalty 3494.705182 = -165992.887113
  nChanged 1
		SP:Iteration 13Q (4516.190000 sec): 3 clusters
  Score: Raw -169488.324907 + Penalty 3494.705182 = -165993.619724
  nChanged 1
		SP:Iteration 14Q (4516.190000 sec): 3 clusters
  Score: Raw -169488.752879 + Penalty 3494.705182 = -165994.047697
  nChanged 0
		SP:Iteration 15F (4516.200000 sec): 3 clusters
  Score: Raw -169488.752879 + Penalty 3494.705182 = -165994.047697
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4516.200000 sec): 2 clusters
  Score: Raw -262709.167841 + Penalty 1870.205809 = -260838.962032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4516.210000 sec): 3 clusters
  Score: Raw -262251.210727 + Penalty 3740.411618 = -258510.799110
  nChanged 619
		SP:Iteration 1F (4516.220000 sec): 3 clusters
  Score: Raw -263162.517191 + Penalty 3740.411618 = -259422.105574
  nChanged 259
		SP:Iteration 2F (4516.220000 sec): 3 clusters
  Score: Raw -263721.415909 + Penalty 3740.411618 = -259981.004291
  nChanged 189
		SP:Iteration 3F (4516.230000 sec): 3 clusters
  Score: Raw -264042.867809 + Penalty 3740.411618 = -260302.456191
  nChanged 108
		SP:Iteration 4F (4516.240000 sec): 3 clusters
  Score: Raw -264228.807197 + Penalty 3740.411618 = -260488.395579
  nChanged 64
		SP:Iteration 5Q (4516.240000 sec): 3 clusters
  Score: Raw -264332.331203 + Penalty 3740.411618 = -260591.919585
  nChanged 38
		SP:Iteration 6Q (4516.250000 sec): 3 clusters
  Score: Raw -264392.618658 + Penalty 3740.411618 = -260652.207041
  nChanged 13
		SP:Iteration 7Q (4516.260000 sec): 3 clusters
  Score: Raw -264412.583402 + Penalty 3740.411618 = -260672.171784
  nChanged 14
		SP:Iteration 8Q (4516.260000 sec): 3 clusters
  Score: Raw -264436.119709 + Penalty 3740.411618 = -260695.708091
  nChanged 7
		SP:Iteration 9Q (4516.270000 sec): 3 clusters
  Score: Raw -264444.302805 + Penalty 3740.411618 = -260703.891187
  nChanged 6
		SP:Iteration 10Q (4516.270000 sec): 3 clusters
  Score: Raw -264448.373853 + Penalty 3740.411618 = -260707.962235
  nChanged 4
		SP:Iteration 11Q (4516.280000 sec): 3 clusters
  Score: Raw -264452.767153 + Penalty 3740.411618 = -260712.355535
  nChanged 2
		SP:Iteration 12Q (4516.280000 sec): 3 clusters
  Score: Raw -264454.422847 + Penalty 3740.411618 = -260714.011229
  nChanged 1
		SP:Iteration 13Q (4516.290000 sec): 3 clusters
  Score: Raw -264456.485695 + Penalty 3740.411618 = -260716.074077
  nChanged 4
		SP:Iteration 14Q (4516.300000 sec): 3 clusters
  Score: Raw -264462.668898 + Penalty 3740.411618 = -260722.257280
  nChanged 4
		SP:Iteration 15Q (4516.300000 sec): 3 clusters
  Score: Raw -264466.852509 + Penalty 3740.411618 = -260726.440891
  nChanged 0
		SP:Iteration 16F (4516.310000 sec): 3 clusters
  Score: Raw -264466.852509 + Penalty 3740.411618 = -260726.440891
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (14119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4516.360000 sec): 2 clusters
  Score: Raw -2152044.699551 + Penalty 2369.708618 = -2149674.990933
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4516.410000 sec): 3 clusters
  Score: Raw -2144059.649413 + Penalty 4739.417237 = -2139320.232176
  nChanged 6052
		SP:Iteration 1F (4516.460000 sec): 3 clusters
  Score: Raw -2147143.773670 + Penalty 4739.417237 = -2142404.356434
  nChanged 738
		SP:Iteration 2F (4516.520000 sec): 3 clusters
  Score: Raw -2147421.041297 + Penalty 4739.417237 = -2142681.624060
  nChanged 632
		SP:Iteration 3Q (4516.570000 sec): 3 clusters
  Score: Raw -2147640.141404 + Penalty 4739.417237 = -2142900.724167
  nChanged 553
		SP:Iteration 4Q (4516.620000 sec): 3 clusters
  Score: Raw -2147819.651867 + Penalty 4739.417237 = -2143080.234630
  nChanged 501
		SP:Iteration 5Q (4516.670000 sec): 3 clusters
  Score: Raw -2147985.674952 + Penalty 4739.417237 = -2143246.257716
  nChanged 454
		SP:Iteration 6Q (4516.720000 sec): 3 clusters
  Score: Raw -2148142.345449 + Penalty 4739.417237 = -2143402.928213
  nChanged 432
		SP:Iteration 7Q (4516.780000 sec): 3 clusters
  Score: Raw -2148295.321772 + Penalty 4739.417237 = -2143555.904535
  nChanged 434
		SP:Iteration 8Q (4516.830000 sec): 3 clusters
  Score: Raw -2148455.341447 + Penalty 4739.417237 = -2143715.924210
  nChanged 427
		SP:Iteration 9Q (4516.880000 sec): 3 clusters
  Score: Raw -2148638.284381 + Penalty 4739.417237 = -2143898.867144
  nChanged 513
		SP:Iteration 10Q (4516.930000 sec): 3 clusters
  Score: Raw -2148883.179293 + Penalty 4739.417237 = -2144143.762056
  nChanged 597
		SP:Iteration 11Q (4516.980000 sec): 3 clusters
  Score: Raw -2149221.391557 + Penalty 4739.417237 = -2144481.974320
  nChanged 661
		SP:Iteration 12Q (4517.040000 sec): 3 clusters
  Score: Raw -2149662.786635 + Penalty 4739.417237 = -2144923.369398
  nChanged 731
		SP:Iteration 13F (4517.090000 sec): 3 clusters
  Score: Raw -2150237.570133 + Penalty 4739.417237 = -2145498.152896
  nChanged 715
		SP:Iteration 14F (4517.140000 sec): 3 clusters
  Score: Raw -2150856.239905 + Penalty 4739.417237 = -2146116.822669
  nChanged 601
		SP:Iteration 15Q (4517.190000 sec): 3 clusters
  Score: Raw -2151393.609716 + Penalty 4739.417237 = -2146654.192479
  nChanged 469
		SP:Iteration 16Q (4517.240000 sec): 3 clusters
  Score: Raw -2151801.922994 + Penalty 4739.417237 = -2147062.505757
  nChanged 326
		SP:Iteration 17Q (4517.290000 sec): 3 clusters
  Score: Raw -2152053.100525 + Penalty 4739.417237 = -2147313.683288
  nChanged 209
		SP:Iteration 18Q (4517.330000 sec): 3 clusters
  Score: Raw -2152220.186716 + Penalty 4739.417237 = -2147480.769480
  nChanged 131
		SP:Iteration 19Q (4517.380000 sec): 3 clusters
  Score: Raw -2152311.061250 + Penalty 4739.417237 = -2147571.644014
  nChanged 81
		SP:Iteration 20F (4517.430000 sec): 3 clusters
  Score: Raw -2152373.856914 + Penalty 4739.417237 = -2147634.439677
  nChanged 54
		SP:Iteration 21Q (4517.470000 sec): 3 clusters
  Score: Raw -2152412.172615 + Penalty 4739.417237 = -2147672.755378
  nChanged 29
		SP:Iteration 22Q (4517.520000 sec): 3 clusters
  Score: Raw -2152432.124557 + Penalty 4739.417237 = -2147692.707320
  nChanged 30
		SP:Iteration 23Q (4517.560000 sec): 3 clusters
  Score: Raw -2152452.672722 + Penalty 4739.417237 = -2147713.255485
  nChanged 18
		SP:Iteration 24Q (4517.600000 sec): 3 clusters
  Score: Raw -2152466.179837 + Penalty 4739.417237 = -2147726.762600
  nChanged 15
		SP:Iteration 25Q (4517.640000 sec): 3 clusters
  Score: Raw -2152476.132340 + Penalty 4739.417237 = -2147736.715104
  nChanged 16
		SP:Iteration 26Q (4517.680000 sec): 3 clusters
  Score: Raw -2152488.903870 + Penalty 4739.417237 = -2147749.486633
  nChanged 13
		SP:Iteration 27Q (4517.720000 sec): 3 clusters
  Score: Raw -2152496.475543 + Penalty 4739.417237 = -2147757.058306
  nChanged 12
		SP:Iteration 28Q (4517.760000 sec): 3 clusters
  Score: Raw -2152503.325612 + Penalty 4739.417237 = -2147763.908375
  nChanged 6
		SP:Iteration 29Q (4517.800000 sec): 3 clusters
  Score: Raw -2152506.906843 + Penalty 4739.417237 = -2147767.489607
  nChanged 6
		SP:Iteration 30Q (4517.840000 sec): 3 clusters
  Score: Raw -2152511.633418 + Penalty 4739.417237 = -2147772.216182
  nChanged 3
		SP:Iteration 31Q (4517.880000 sec): 3 clusters
  Score: Raw -2152513.525135 + Penalty 4739.417237 = -2147774.107899
  nChanged 1
		SP:Iteration 32Q (4517.920000 sec): 3 clusters
  Score: Raw -2152513.799544 + Penalty 4739.417237 = -2147774.382307
  nChanged 0
		SP:Iteration 33F (4517.970000 sec): 3 clusters
  Score: Raw -2152513.799544 + Penalty 4739.417237 = -2147774.382307
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4518.020000 sec): 2 clusters
  Score: Raw -1978234.382382 + Penalty 2368.670113 = -1975865.712269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4518.070000 sec): 3 clusters
  Score: Raw -1970379.798640 + Penalty 4737.340226 = -1965642.458414
  nChanged 6006
		SP:Iteration 1F (4518.120000 sec): 3 clusters
  Score: Raw -1973560.098660 + Penalty 4737.340226 = -1968822.758434
  nChanged 900
		SP:Iteration 2F (4518.180000 sec): 3 clusters
  Score: Raw -1973992.043187 + Penalty 4737.340226 = -1969254.702961
  nChanged 746
		SP:Iteration 3F (4518.230000 sec): 3 clusters
  Score: Raw -1974306.082431 + Penalty 4737.340226 = -1969568.742205
  nChanged 656
		SP:Iteration 4Q (4518.280000 sec): 3 clusters
  Score: Raw -1974615.696689 + Penalty 4737.340226 = -1969878.356463
  nChanged 670
		SP:Iteration 5Q (4518.330000 sec): 3 clusters
  Score: Raw -1974990.974845 + Penalty 4737.340226 = -1970253.634619
  nChanged 701
		SP:Iteration 6Q (4518.380000 sec): 3 clusters
  Score: Raw -1975429.593822 + Penalty 4737.340226 = -1970692.253596
  nChanged 735
		SP:Iteration 7F (4518.440000 sec): 3 clusters
  Score: Raw -1975933.439908 + Penalty 4737.340226 = -1971196.099682
  nChanged 722
		SP:Iteration 8F (4518.490000 sec): 3 clusters
  Score: Raw -1976434.143002 + Penalty 4737.340226 = -1971696.802776
  nChanged 643
		SP:Iteration 9Q (4518.540000 sec): 3 clusters
  Score: Raw -1976869.219056 + Penalty 4737.340226 = -1972131.878830
  nChanged 552
		SP:Iteration 10Q (4518.590000 sec): 3 clusters
  Score: Raw -1977236.061655 + Penalty 4737.340226 = -1972498.721429
  nChanged 468
		SP:Iteration 11Q (4518.650000 sec): 3 clusters
  Score: Raw -1977516.195754 + Penalty 4737.340226 = -1972778.855528
  nChanged 390
		SP:Iteration 12Q (4518.690000 sec): 3 clusters
  Score: Raw -1977795.185855 + Penalty 4737.340226 = -1973057.845629
  nChanged 346
		SP:Iteration 13Q (4518.750000 sec): 3 clusters
  Score: Raw -1978027.938274 + Penalty 4737.340226 = -1973290.598048
  nChanged 286
		SP:Iteration 14Q (4518.790000 sec): 3 clusters
  Score: Raw -1978205.728762 + Penalty 4737.340226 = -1973468.388536
  nChanged 224
		SP:Iteration 15Q (4518.840000 sec): 3 clusters
  Score: Raw -1978318.525213 + Penalty 4737.340226 = -1973581.184987
  nChanged 147
		SP:Iteration 16Q (4518.890000 sec): 3 clusters
  Score: Raw -1978389.942041 + Penalty 4737.340226 = -1973652.601815
  nChanged 135
		SP:Iteration 17Q (4518.930000 sec): 3 clusters
  Score: Raw -1978449.611849 + Penalty 4737.340226 = -1973712.271623
  nChanged 127
		SP:Iteration 18Q (4518.980000 sec): 3 clusters
  Score: Raw -1978501.824597 + Penalty 4737.340226 = -1973764.484371
  nChanged 87
		SP:Iteration 19Q (4519.030000 sec): 3 clusters
  Score: Raw -1978533.687437 + Penalty 4737.340226 = -1973796.347211
  nChanged 69
		SP:Iteration 20F (4519.080000 sec): 3 clusters
  Score: Raw -1978555.275417 + Penalty 4737.340226 = -1973817.935191
  nChanged 57
		SP:Iteration 21Q (4519.130000 sec): 3 clusters
  Score: Raw -1978574.048599 + Penalty 4737.340226 = -1973836.708372
  nChanged 60
		SP:Iteration 22Q (4519.170000 sec): 3 clusters
  Score: Raw -1978595.229343 + Penalty 4737.340226 = -1973857.889117
  nChanged 57
		SP:Iteration 23Q (4519.210000 sec): 3 clusters
  Score: Raw -1978612.942372 + Penalty 4737.340226 = -1973875.602146
  nChanged 47
		SP:Iteration 24Q (4519.260000 sec): 3 clusters
  Score: Raw -1978623.774842 + Penalty 4737.340226 = -1973886.434616
  nChanged 29
		SP:Iteration 25Q (4519.310000 sec): 3 clusters
  Score: Raw -1978629.758920 + Penalty 4737.340226 = -1973892.418694
  nChanged 24
		SP:Iteration 26Q (4519.350000 sec): 3 clusters
  Score: Raw -1978633.616064 + Penalty 4737.340226 = -1973896.275838
  nChanged 11
		SP:Iteration 27Q (4519.400000 sec): 3 clusters
  Score: Raw -1978635.193531 + Penalty 4737.340226 = -1973897.853305
  nChanged 8
		SP:Iteration 28Q (4519.440000 sec): 3 clusters
  Score: Raw -1978636.541156 + Penalty 4737.340226 = -1973899.200930
  nChanged 8
		SP:Iteration 29Q (4519.490000 sec): 3 clusters
  Score: Raw -1978638.090653 + Penalty 4737.340226 = -1973900.750427
  nChanged 7
		SP:Iteration 30Q (4519.530000 sec): 3 clusters
  Score: Raw -1978639.141174 + Penalty 4737.340226 = -1973901.800948
  nChanged 7
		SP:Iteration 31Q (4519.570000 sec): 3 clusters
  Score: Raw -1978640.253763 + Penalty 4737.340226 = -1973902.913537
  nChanged 4
		SP:Iteration 32Q (4519.620000 sec): 3 clusters
  Score: Raw -1978640.844539 + Penalty 4737.340226 = -1973903.504313
  nChanged 7
		SP:Iteration 33Q (4519.670000 sec): 3 clusters
  Score: Raw -1978642.003350 + Penalty 4737.340226 = -1973904.663124
  nChanged 7
		SP:Iteration 34Q (4519.710000 sec): 3 clusters
  Score: Raw -1978642.761617 + Penalty 4737.340226 = -1973905.421391
  nChanged 4
		SP:Iteration 35Q (4519.750000 sec): 3 clusters
  Score: Raw -1978643.624584 + Penalty 4737.340226 = -1973906.284358
  nChanged 4
		SP:Iteration 36Q (4519.800000 sec): 3 clusters
  Score: Raw -1978644.136253 + Penalty 4737.340226 = -1973906.796027
  nChanged 1
		SP:Iteration 37Q (4519.840000 sec): 3 clusters
  Score: Raw -1978644.331200 + Penalty 4737.340226 = -1973906.990974
  nChanged 1
		SP:Iteration 38Q (4519.890000 sec): 3 clusters
  Score: Raw -1978644.582635 + Penalty 4737.340226 = -1973907.242409
  nChanged 1
		SP:Iteration 39Q (4519.930000 sec): 3 clusters
  Score: Raw -1978644.732239 + Penalty 4737.340226 = -1973907.392013
  nChanged 2
		SP:Iteration 40F (4519.980000 sec): 3 clusters
  Score: Raw -1978644.980450 + Penalty 4737.340226 = -1973907.640224
  nChanged 1
		SP:Iteration 41Q (4520.030000 sec): 3 clusters
  Score: Raw -1978645.108797 + Penalty 4737.340226 = -1973907.768571
  nChanged 1
		SP:Iteration 42Q (4520.070000 sec): 3 clusters
  Score: Raw -1978645.306317 + Penalty 4737.340226 = -1973907.966091
  nChanged 1
		SP:Iteration 43Q (4520.110000 sec): 3 clusters
  Score: Raw -1978645.673516 + Penalty 4737.340226 = -1973908.333290
  nChanged 1
		SP:Iteration 44Q (4520.160000 sec): 3 clusters
  Score: Raw -1978645.956102 + Penalty 4737.340226 = -1973908.615876
  nChanged 1
		SP:Iteration 45Q (4520.200000 sec): 3 clusters
  Score: Raw -1978646.033137 + Penalty 4737.340226 = -1973908.692911
  nChanged 0
		SP:Iteration 46F (4520.250000 sec): 3 clusters
  Score: Raw -1978646.033137 + Penalty 4737.340226 = -1973908.692911
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4520.270000 sec): 2 clusters
  Score: Raw -102555.736499 + Penalty 1634.735086 = -100921.001414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4520.270000 sec): 3 clusters
  Score: Raw -102510.690480 + Penalty 3269.470171 = -99241.220309
  nChanged 182
		SP:Iteration 1F (4520.270000 sec): 3 clusters
  Score: Raw -102745.549109 + Penalty 3269.470171 = -99476.078938
  nChanged 37
		SP:Iteration 2F (4520.270000 sec): 3 clusters
  Score: Raw -102804.596006 + Penalty 3269.470171 = -99535.125835
  nChanged 27
		SP:Iteration 3Q (4520.270000 sec): 3 clusters
  Score: Raw -102873.991840 + Penalty 3269.470171 = -99604.521669
  nChanged 33
		SP:Iteration 4Q (4520.280000 sec): 3 clusters
  Score: Raw -102969.110065 + Penalty 3269.470171 = -99699.639894
  nChanged 34
		SP:Iteration 5Q (4520.280000 sec): 3 clusters
  Score: Raw -103135.737570 + Penalty 3269.470171 = -99866.267399
  nChanged 51
		SP:Iteration 6F (4520.280000 sec): 3 clusters
  Score: Raw -103465.390449 + Penalty 3269.470171 = -100195.920278
  nChanged 75
		SP:Iteration 7F (4520.290000 sec): 3 clusters
  Score: Raw -103810.503349 + Penalty 3269.470171 = -100541.033178
  nChanged 55
		SP:Iteration 8F (4520.290000 sec): 3 clusters
  Score: Raw -104108.283932 + Penalty 3269.470171 = -100838.813761
  nChanged 30
		SP:Iteration 9Q (4520.290000 sec): 3 clusters
  Score: Raw -104329.905004 + Penalty 3269.470171 = -101060.434833
  nChanged 24
		SP:Iteration 10Q (4520.290000 sec): 3 clusters
  Score: Raw -104524.565695 + Penalty 3269.470171 = -101255.095524
  nChanged 18
		SP:Iteration 11Q (4520.290000 sec): 3 clusters
  Score: Raw -104645.132712 + Penalty 3269.470171 = -101375.662541
  nChanged 16
		SP:Iteration 12Q (4520.300000 sec): 3 clusters
  Score: Raw -104753.504933 + Penalty 3269.470171 = -101484.034762
  nChanged 15
		SP:Iteration 13Q (4520.300000 sec): 3 clusters
  Score: Raw -104815.737452 + Penalty 3269.470171 = -101546.267281
  nChanged 6
		SP:Iteration 14Q (4520.300000 sec): 3 clusters
  Score: Raw -104840.311483 + Penalty 3269.470171 = -101570.841312
  nChanged 6
		SP:Iteration 15Q (4520.300000 sec): 3 clusters
  Score: Raw -104857.591020 + Penalty 3269.470171 = -101588.120849
  nChanged 9
		SP:Iteration 16Q (4520.310000 sec): 3 clusters
  Score: Raw -104890.370829 + Penalty 3269.470171 = -101620.900658
  nChanged 12
		SP:Iteration 17Q (4520.310000 sec): 3 clusters
  Score: Raw -104958.076054 + Penalty 3269.470171 = -101688.605883
  nChanged 13
		SP:Iteration 18Q (4520.310000 sec): 3 clusters
  Score: Raw -105080.117402 + Penalty 3269.470171 = -101810.647231
  nChanged 8
		SP:Iteration 19Q (4520.310000 sec): 3 clusters
  Score: Raw -105155.659056 + Penalty 3269.470171 = -101886.188885
  nChanged 1
		SP:Iteration 20F (4520.310000 sec): 3 clusters
  Score: Raw -105158.232775 + Penalty 3269.470171 = -101888.762604
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 29.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4520.330000 sec): 2 clusters
  Score: Raw -307094.127338 + Penalty 1905.712369 = -305188.414969
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4520.330000 sec): 3 clusters
  Score: Raw -306263.501709 + Penalty 3811.424738 = -302452.076971
  nChanged 731
		SP:Iteration 1F (4520.340000 sec): 3 clusters
  Score: Raw -306707.235967 + Penalty 3811.424738 = -302895.811229
  nChanged 136
		SP:Iteration 2F (4520.350000 sec): 3 clusters
  Score: Raw -306813.253939 + Penalty 3811.424738 = -303001.829201
  nChanged 80
		SP:Iteration 3Q (4520.360000 sec): 3 clusters
  Score: Raw -306867.635852 + Penalty 3811.424738 = -303056.211114
  nChanged 52
		SP:Iteration 4Q (4520.360000 sec): 3 clusters
  Score: Raw -306904.933537 + Penalty 3811.424738 = -303093.508800
  nChanged 43
		SP:Iteration 5Q (4520.370000 sec): 3 clusters
  Score: Raw -306928.989576 + Penalty 3811.424738 = -303117.564839
  nChanged 30
		SP:Iteration 6Q (4520.380000 sec): 3 clusters
  Score: Raw -306948.888980 + Penalty 3811.424738 = -303137.464243
  nChanged 27
		SP:Iteration 7Q (4520.390000 sec): 3 clusters
  Score: Raw -306965.911497 + Penalty 3811.424738 = -303154.486759
  nChanged 15
		SP:Iteration 8Q (4520.390000 sec): 3 clusters
  Score: Raw -306976.071022 + Penalty 3811.424738 = -303164.646285
  nChanged 18
		SP:Iteration 9Q (4520.400000 sec): 3 clusters
  Score: Raw -306985.322028 + Penalty 3811.424738 = -303173.897291
  nChanged 16
		SP:Iteration 10Q (4520.410000 sec): 3 clusters
  Score: Raw -306990.481500 + Penalty 3811.424738 = -303179.056763
  nChanged 3
		SP:Iteration 11Q (4520.420000 sec): 3 clusters
  Score: Raw -306993.650433 + Penalty 3811.424738 = -303182.225695
  nChanged 10
		SP:Iteration 12Q (4520.430000 sec): 3 clusters
  Score: Raw -307001.203310 + Penalty 3811.424738 = -303189.778572
  nChanged 11
		SP:Iteration 13Q (4520.430000 sec): 3 clusters
  Score: Raw -307007.858800 + Penalty 3811.424738 = -303196.434062
  nChanged 4
		SP:Iteration 14Q (4520.440000 sec): 3 clusters
  Score: Raw -307010.935434 + Penalty 3811.424738 = -303199.510697
  nChanged 5
		SP:Iteration 15Q (4520.450000 sec): 3 clusters
  Score: Raw -307014.573079 + Penalty 3811.424738 = -303203.148342
  nChanged 7
		SP:Iteration 16Q (4520.460000 sec): 3 clusters
  Score: Raw -307019.013318 + Penalty 3811.424738 = -303207.588580
  nChanged 10
		SP:Iteration 17Q (4520.470000 sec): 3 clusters
  Score: Raw -307023.003701 + Penalty 3811.424738 = -303211.578963
  nChanged 10
		SP:Iteration 18Q (4520.470000 sec): 3 clusters
  Score: Raw -307027.059619 + Penalty 3811.424738 = -303215.634881
  nChanged 6
		SP:Iteration 19Q (4520.480000 sec): 3 clusters
  Score: Raw -307029.322475 + Penalty 3811.424738 = -303217.897737
  nChanged 2
		SP:Iteration 20F (4520.490000 sec): 3 clusters
  Score: Raw -307030.057315 + Penalty 3811.424738 = -303218.632577
  nChanged 4
		SP:Iteration 21Q (4520.500000 sec): 3 clusters
  Score: Raw -307031.422658 + Penalty 3811.424738 = -303219.997921
  nChanged 5
		SP:Iteration 22Q (4520.510000 sec): 3 clusters
  Score: Raw -307033.776568 + Penalty 3811.424738 = -303222.351830
  nChanged 5
		SP:Iteration 23Q (4520.510000 sec): 3 clusters
  Score: Raw -307036.568673 + Penalty 3811.424738 = -303225.143936
  nChanged 3
		SP:Iteration 24Q (4520.520000 sec): 3 clusters
  Score: Raw -307039.292130 + Penalty 3811.424738 = -303227.867392
  nChanged 2
		SP:Iteration 25Q (4520.530000 sec): 3 clusters
  Score: Raw -307040.704890 + Penalty 3811.424738 = -303229.280153
  nChanged 4
		SP:Iteration 26Q (4520.540000 sec): 3 clusters
  Score: Raw -307042.399836 + Penalty 3811.424738 = -303230.975098
  nChanged 2
		SP:Iteration 27Q (4520.550000 sec): 3 clusters
  Score: Raw -307043.693658 + Penalty 3811.424738 = -303232.268920
  nChanged 3
		SP:Iteration 28Q (4520.550000 sec): 3 clusters
  Score: Raw -307044.922171 + Penalty 3811.424738 = -303233.497434
  nChanged 4
		SP:Iteration 29Q (4520.560000 sec): 3 clusters
  Score: Raw -307046.027931 + Penalty 3811.424738 = -303234.603193
  nChanged 0
		SP:Iteration 30F (4520.570000 sec): 3 clusters
  Score: Raw -307046.027931 + Penalty 3811.424738 = -303234.603193
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (32461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4520.690000 sec): 2 clusters
  Score: Raw -4740977.582619 + Penalty 2576.173073 = -4738401.409546
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4520.810000 sec): 3 clusters
  Score: Raw -4721329.513175 + Penalty 5152.346145 = -4716177.167029
  nChanged 14696
		SP:Iteration 1F (4520.930000 sec): 3 clusters
  Score: Raw -4729618.396896 + Penalty 5152.346145 = -4724466.050751
  nChanged 1708
		SP:Iteration 2F (4521.060000 sec): 3 clusters
  Score: Raw -4730384.058583 + Penalty 5152.346145 = -4725231.712437
  nChanged 1808
		SP:Iteration 3F (4521.180000 sec): 3 clusters
  Score: Raw -4731331.665986 + Penalty 5152.346145 = -4726179.319841
  nChanged 1992
		SP:Iteration 4F (4521.310000 sec): 3 clusters
  Score: Raw -4732592.783602 + Penalty 5152.346145 = -4727440.437456
  nChanged 2242
		SP:Iteration 5F (4521.430000 sec): 3 clusters
  Score: Raw -4734145.219330 + Penalty 5152.346145 = -4728992.873185
  nChanged 2228
		SP:Iteration 6F (4521.550000 sec): 3 clusters
  Score: Raw -4735655.667974 + Penalty 5152.346145 = -4730503.321829
  nChanged 1965
		SP:Iteration 7F (4521.670000 sec): 3 clusters
  Score: Raw -4736946.614607 + Penalty 5152.346145 = -4731794.268461
  nChanged 1519
		SP:Iteration 8Q (4521.800000 sec): 3 clusters
  Score: Raw -4737913.092760 + Penalty 5152.346145 = -4732760.746615
  nChanged 1192
		SP:Iteration 9Q (4521.930000 sec): 3 clusters
  Score: Raw -4738652.524938 + Penalty 5152.346145 = -4733500.178792
  nChanged 918
		SP:Iteration 10Q (4522.050000 sec): 3 clusters
  Score: Raw -4739353.822562 + Penalty 5152.346145 = -4734201.476417
  nChanged 849
		SP:Iteration 11Q (4522.170000 sec): 3 clusters
  Score: Raw -4740283.209832 + Penalty 5152.346145 = -4735130.863687
  nChanged 648
		SP:Iteration 12Q (4522.290000 sec): 3 clusters
  Score: Raw -4741254.563626 + Penalty 5152.346145 = -4736102.217481
  nChanged 363
		SP:Iteration 13Q (4522.400000 sec): 3 clusters
  Score: Raw -4741640.356458 + Penalty 5152.346145 = -4736488.010313
  nChanged 237
		SP:Iteration 14Q (4522.510000 sec): 3 clusters
  Score: Raw -4741768.957837 + Penalty 5152.346145 = -4736616.611692
  nChanged 178
		SP:Iteration 15Q (4522.610000 sec): 3 clusters
  Score: Raw -4741835.270224 + Penalty 5152.346145 = -4736682.924079
  nChanged 138
		SP:Iteration 16Q (4522.710000 sec): 3 clusters
  Score: Raw -4741878.899939 + Penalty 5152.346145 = -4736726.553794
  nChanged 110
		SP:Iteration 17Q (4522.810000 sec): 3 clusters
  Score: Raw -4741908.887919 + Penalty 5152.346145 = -4736756.541774
  nChanged 85
		SP:Iteration 18Q (4522.910000 sec): 3 clusters
  Score: Raw -4741931.503044 + Penalty 5152.346145 = -4736779.156899
  nChanged 60
		SP:Iteration 19Q (4523.010000 sec): 3 clusters
  Score: Raw -4741944.671273 + Penalty 5152.346145 = -4736792.325128
  nChanged 44
		SP:Iteration 20F (4523.130000 sec): 3 clusters
  Score: Raw -4741953.920270 + Penalty 5152.346145 = -4736801.574125
  nChanged 41
		SP:Iteration 21Q (4523.220000 sec): 3 clusters
  Score: Raw -4741961.620917 + Penalty 5152.346145 = -4736809.274771
  nChanged 26
		SP:Iteration 22Q (4523.320000 sec): 3 clusters
  Score: Raw -4741965.673593 + Penalty 5152.346145 = -4736813.327447
  nChanged 23
		SP:Iteration 23Q (4523.410000 sec): 3 clusters
  Score: Raw -4741969.773572 + Penalty 5152.346145 = -4736817.427426
  nChanged 18
		SP:Iteration 24Q (4523.510000 sec): 3 clusters
  Score: Raw -4741972.468437 + Penalty 5152.346145 = -4736820.122291
  nChanged 19
		SP:Iteration 25Q (4523.610000 sec): 3 clusters
  Score: Raw -4741976.953456 + Penalty 5152.346145 = -4736824.607311
  nChanged 25
		SP:Iteration 26Q (4523.700000 sec): 3 clusters
  Score: Raw -4741980.428510 + Penalty 5152.346145 = -4736828.082364
  nChanged 13
		SP:Iteration 27Q (4523.800000 sec): 3 clusters
  Score: Raw -4741982.232275 + Penalty 5152.346145 = -4736829.886130
  nChanged 9
		SP:Iteration 28Q (4523.890000 sec): 3 clusters
  Score: Raw -4741983.305336 + Penalty 5152.346145 = -4736830.959191
  nChanged 8
		SP:Iteration 29Q (4523.990000 sec): 3 clusters
  Score: Raw -4741984.355176 + Penalty 5152.346145 = -4736832.009031
  nChanged 10
		SP:Iteration 30Q (4524.080000 sec): 3 clusters
  Score: Raw -4741985.685174 + Penalty 5152.346145 = -4736833.339029
  nChanged 8
		SP:Iteration 31Q (4524.170000 sec): 3 clusters
  Score: Raw -4741986.598901 + Penalty 5152.346145 = -4736834.252756
  nChanged 6
		SP:Iteration 32Q (4524.270000 sec): 3 clusters
  Score: Raw -4741987.217297 + Penalty 5152.346145 = -4736834.871152
  nChanged 7
		SP:Iteration 33Q (4524.370000 sec): 3 clusters
  Score: Raw -4741988.023827 + Penalty 5152.346145 = -4736835.677681
  nChanged 8
		SP:Iteration 34Q (4524.470000 sec): 3 clusters
  Score: Raw -4741989.423066 + Penalty 5152.346145 = -4736837.076920
  nChanged 8
		SP:Iteration 35Q (4524.560000 sec): 3 clusters
  Score: Raw -4741990.693290 + Penalty 5152.346145 = -4736838.347144
  nChanged 8
		SP:Iteration 36Q (4524.650000 sec): 3 clusters
  Score: Raw -4741992.054945 + Penalty 5152.346145 = -4736839.708800
  nChanged 8
		SP:Iteration 37Q (4524.750000 sec): 3 clusters
  Score: Raw -4741993.092523 + Penalty 5152.346145 = -4736840.746378
  nChanged 8
		SP:Iteration 38Q (4524.840000 sec): 3 clusters
  Score: Raw -4741994.024424 + Penalty 5152.346145 = -4736841.678279
  nChanged 4
		SP:Iteration 39Q (4524.940000 sec): 3 clusters
  Score: Raw -4741994.550950 + Penalty 5152.346145 = -4736842.204805
  nChanged 6
		SP:Iteration 40F (4525.060000 sec): 3 clusters
  Score: Raw -4741995.420840 + Penalty 5152.346145 = -4736843.074694
  nChanged 6
		SP:Iteration 41Q (4525.150000 sec): 3 clusters
  Score: Raw -4741996.449966 + Penalty 5152.346145 = -4736844.103821
  nChanged 7
		SP:Iteration 42Q (4525.250000 sec): 3 clusters
  Score: Raw -4741997.698590 + Penalty 5152.346145 = -4736845.352445
  nChanged 5
		SP:Iteration 43Q (4525.340000 sec): 3 clusters
  Score: Raw -4741998.497689 + Penalty 5152.346145 = -4736846.151544
  nChanged 6
		SP:Iteration 44Q (4525.440000 sec): 3 clusters
  Score: Raw -4741999.314213 + Penalty 5152.346145 = -4736846.968068
  nChanged 4
		SP:Iteration 45Q (4525.530000 sec): 3 clusters
  Score: Raw -4741999.795321 + Penalty 5152.346145 = -4736847.449175
  nChanged 1
		SP:Iteration 46Q (4525.630000 sec): 3 clusters
  Score: Raw -4742000.027017 + Penalty 5152.346145 = -4736847.680872
  nChanged 1
		SP:Iteration 47Q (4525.730000 sec): 3 clusters
  Score: Raw -4742000.302813 + Penalty 5152.346145 = -4736847.956668
  nChanged 2
		SP:Iteration 48Q (4525.820000 sec): 3 clusters
  Score: Raw -4742000.492199 + Penalty 5152.346145 = -4736848.146054
  nChanged 2
		SP:Iteration 49Q (4525.910000 sec): 3 clusters
  Score: Raw -4742000.695455 + Penalty 5152.346145 = -4736848.349309
  nChanged 1
		SP:Iteration 50Q (4526.010000 sec): 3 clusters
  Score: Raw -4742000.811491 + Penalty 5152.346145 = -4736848.465345
  nChanged 0
		SP:Iteration 51F (4526.130000 sec): 3 clusters
  Score: Raw -4742000.811491 + Penalty 5152.346145 = -4736848.465345
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (95619 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4526.470000 sec): 2 clusters
  Score: Raw -13877335.761433 + Penalty 2844.095452 = -13874491.665981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4526.850000 sec): 3 clusters
  Score: Raw -13816187.627873 + Penalty 5688.190905 = -13810499.436968
  nChanged 45133
		SP:Iteration 1F (4527.210000 sec): 3 clusters
  Score: Raw -13841718.110155 + Penalty 5688.190905 = -13836029.919250
  nChanged 3410
		SP:Iteration 2Q (4527.600000 sec): 3 clusters
  Score: Raw -13842606.196430 + Penalty 5688.190905 = -13836918.005526
  nChanged 3814
		SP:Iteration 3Q (4527.980000 sec): 3 clusters
  Score: Raw -13843857.396590 + Penalty 5688.190905 = -13838169.205686
  nChanged 4580
		SP:Iteration 4Q (4528.360000 sec): 3 clusters
  Score: Raw -13845869.796591 + Penalty 5688.190905 = -13840181.605686
  nChanged 5877
		SP:Iteration 5F (4528.740000 sec): 3 clusters
  Score: Raw -13849339.892436 + Penalty 5688.190905 = -13843651.701531
  nChanged 7241
		SP:Iteration 6F (4529.110000 sec): 3 clusters
  Score: Raw -13854575.484327 + Penalty 5688.190905 = -13848887.293422
  nChanged 7602
		SP:Iteration 7F (4529.480000 sec): 3 clusters
  Score: Raw -13860745.100210 + Penalty 5688.190905 = -13855056.909305
  nChanged 6815
		SP:Iteration 8F (4529.850000 sec): 3 clusters
  Score: Raw -13866684.271944 + Penalty 5688.190905 = -13860996.081039
  nChanged 5235
		SP:Iteration 9F (4530.210000 sec): 3 clusters
  Score: Raw -13871441.656951 + Penalty 5688.190905 = -13865753.466046
  nChanged 3465
		SP:Iteration 10Q (4530.580000 sec): 3 clusters
  Score: Raw -13874590.799000 + Penalty 5688.190905 = -13868902.608095
  nChanged 1984
		SP:Iteration 11Q (4530.920000 sec): 3 clusters
  Score: Raw -13876331.231596 + Penalty 5688.190905 = -13870643.040691
  nChanged 954
		SP:Iteration 12Q (4531.230000 sec): 3 clusters
  Score: Raw -13877115.506774 + Penalty 5688.190905 = -13871427.315869
  nChanged 412
		SP:Iteration 13Q (4531.530000 sec): 3 clusters
  Score: Raw -13877437.510995 + Penalty 5688.190905 = -13871749.320090
  nChanged 198
		SP:Iteration 14Q (4531.810000 sec): 3 clusters
  Score: Raw -13877606.812451 + Penalty 5688.190905 = -13871918.621547
  nChanged 135
		SP:Iteration 15Q (4532.090000 sec): 3 clusters
  Score: Raw -13877725.505898 + Penalty 5688.190905 = -13872037.314993
  nChanged 91
		SP:Iteration 16Q (4532.360000 sec): 3 clusters
  Score: Raw -13877790.888528 + Penalty 5688.190905 = -13872102.697623
  nChanged 55
		SP:Iteration 17Q (4532.630000 sec): 3 clusters
  Score: Raw -13877822.456272 + Penalty 5688.190905 = -13872134.265367
  nChanged 30
		SP:Iteration 18Q (4532.920000 sec): 3 clusters
  Score: Raw -13877844.411172 + Penalty 5688.190905 = -13872156.220268
  nChanged 27
		SP:Iteration 19Q (4533.190000 sec): 3 clusters
  Score: Raw -13877863.297982 + Penalty 5688.190905 = -13872175.107077
  nChanged 19
		SP:Iteration 20F (4533.550000 sec): 3 clusters
  Score: Raw -13877873.753648 + Penalty 5688.190905 = -13872185.562743
  nChanged 17
		SP:Iteration 21Q (4533.820000 sec): 3 clusters
  Score: Raw -13877882.200005 + Penalty 5688.190905 = -13872194.009100
  nChanged 14
		SP:Iteration 22Q (4534.080000 sec): 3 clusters
  Score: Raw -13877889.873792 + Penalty 5688.190905 = -13872201.682887
  nChanged 12
		SP:Iteration 23Q (4534.350000 sec): 3 clusters
  Score: Raw -13877896.733878 + Penalty 5688.190905 = -13872208.542973
  nChanged 9
		SP:Iteration 24Q (4534.610000 sec): 3 clusters
  Score: Raw -13877905.215215 + Penalty 5688.190905 = -13872217.024310
  nChanged 12
		SP:Iteration 25Q (4534.880000 sec): 3 clusters
  Score: Raw -13877913.854150 + Penalty 5688.190905 = -13872225.663245
  nChanged 4
		SP:Iteration 26Q (4535.150000 sec): 3 clusters
  Score: Raw -13877915.944905 + Penalty 5688.190905 = -13872227.754001
  nChanged 3
		SP:Iteration 27Q (4535.410000 sec): 3 clusters
  Score: Raw -13877919.046879 + Penalty 5688.190905 = -13872230.855975
  nChanged 4
		SP:Iteration 28Q (4535.680000 sec): 3 clusters
  Score: Raw -13877920.666074 + Penalty 5688.190905 = -13872232.475169
  nChanged 2
		SP:Iteration 29Q (4535.950000 sec): 3 clusters
  Score: Raw -13877921.575664 + Penalty 5688.190905 = -13872233.384760
  nChanged 0
		SP:Iteration 30F (4536.310000 sec): 3 clusters
  Score: Raw -13877921.575664 + Penalty 5688.190905 = -13872233.384760
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (33228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4536.460000 sec): 2 clusters
  Score: Raw -5161850.291547 + Penalty 2581.964747 = -5159268.326800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4536.590000 sec): 3 clusters
  Score: Raw -5141753.532024 + Penalty 5163.929494 = -5136589.602530
  nChanged 15134
		SP:Iteration 1F (4536.720000 sec): 3 clusters
  Score: Raw -5149854.881201 + Penalty 5163.929494 = -5144690.951707
  nChanged 1543
		SP:Iteration 2Q (4536.850000 sec): 3 clusters
  Score: Raw -5150392.192788 + Penalty 5163.929494 = -5145228.263294
  nChanged 1435
		SP:Iteration 3Q (4536.980000 sec): 3 clusters
  Score: Raw -5150899.187956 + Penalty 5163.929494 = -5145735.258462
  nChanged 1451
		SP:Iteration 4Q (4537.110000 sec): 3 clusters
  Score: Raw -5151491.680192 + Penalty 5163.929494 = -5146327.750698
  nChanged 1472
		SP:Iteration 5Q (4537.240000 sec): 3 clusters
  Score: Raw -5152204.802953 + Penalty 5163.929494 = -5147040.873460
  nChanged 1719
		SP:Iteration 6F (4537.360000 sec): 3 clusters
  Score: Raw -5153191.254480 + Penalty 5163.929494 = -5148027.324987
  nChanged 2088
		SP:Iteration 7F (4537.490000 sec): 3 clusters
  Score: Raw -5154685.995161 + Penalty 5163.929494 = -5149522.065667
  nChanged 2417
		SP:Iteration 8F (4537.610000 sec): 3 clusters
  Score: Raw -5156700.995527 + Penalty 5163.929494 = -5151537.066033
  nChanged 2301
		SP:Iteration 9F (4537.740000 sec): 3 clusters
  Score: Raw -5158792.127688 + Penalty 5163.929494 = -5153628.198194
  nChanged 1756
		SP:Iteration 10F (4537.860000 sec): 3 clusters
  Score: Raw -5160407.171789 + Penalty 5163.929494 = -5155243.242295
  nChanged 1020
		SP:Iteration 11Q (4537.970000 sec): 3 clusters
  Score: Raw -5161318.258392 + Penalty 5163.929494 = -5156154.328899
  nChanged 446
		SP:Iteration 12Q (4538.080000 sec): 3 clusters
  Score: Raw -5161709.738852 + Penalty 5163.929494 = -5156545.809358
  nChanged 193
		SP:Iteration 13Q (4538.180000 sec): 3 clusters
  Score: Raw -5161907.129001 + Penalty 5163.929494 = -5156743.199507
  nChanged 100
		SP:Iteration 14Q (4538.270000 sec): 3 clusters
  Score: Raw -5162033.247750 + Penalty 5163.929494 = -5156869.318256
  nChanged 53
		SP:Iteration 15Q (4538.360000 sec): 3 clusters
  Score: Raw -5162097.311507 + Penalty 5163.929494 = -5156933.382013
  nChanged 29
		SP:Iteration 16Q (4538.460000 sec): 3 clusters
  Score: Raw -5162135.497432 + Penalty 5163.929494 = -5156971.567938
  nChanged 19
		SP:Iteration 17Q (4538.550000 sec): 3 clusters
  Score: Raw -5162161.926391 + Penalty 5163.929494 = -5156997.996897
  nChanged 10
		SP:Iteration 18Q (4538.640000 sec): 3 clusters
  Score: Raw -5162174.527447 + Penalty 5163.929494 = -5157010.597953
  nChanged 5
		SP:Iteration 19Q (4538.730000 sec): 3 clusters
  Score: Raw -5162182.265357 + Penalty 5163.929494 = -5157018.335863
  nChanged 5
		SP:Iteration 20F (4538.850000 sec): 3 clusters
  Score: Raw -5162187.696102 + Penalty 5163.929494 = -5157023.766608
  nChanged 5
		SP:Iteration 21Q (4538.940000 sec): 3 clusters
  Score: Raw -5162195.349881 + Penalty 5163.929494 = -5157031.420388
  nChanged 2
		SP:Iteration 22Q (4539.020000 sec): 3 clusters
  Score: Raw -5162197.653717 + Penalty 5163.929494 = -5157033.724224
  nChanged 3
		SP:Iteration 23Q (4539.110000 sec): 3 clusters
  Score: Raw -5162202.626156 + Penalty 5163.929494 = -5157038.696662
  nChanged 3
		SP:Iteration 24Q (4539.200000 sec): 3 clusters
  Score: Raw -5162205.560575 + Penalty 5163.929494 = -5157041.631081
  nChanged 1
		SP:Iteration 25Q (4539.290000 sec): 3 clusters
  Score: Raw -5162207.803771 + Penalty 5163.929494 = -5157043.874278
  nChanged 2
		SP:Iteration 26Q (4539.380000 sec): 3 clusters
  Score: Raw -5162210.578373 + Penalty 5163.929494 = -5157046.648879
  nChanged 1
		SP:Iteration 27Q (4539.460000 sec): 3 clusters
  Score: Raw -5162212.161939 + Penalty 5163.929494 = -5157048.232445
  nChanged 0
		SP:Iteration 28F (4539.590000 sec): 3 clusters
  Score: Raw -5162212.161939 + Penalty 5163.929494 = -5157048.232445
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (100259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4539.940000 sec): 2 clusters
  Score: Raw -14811656.064290 + Penalty 2855.847005 = -14808800.217285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4540.320000 sec): 3 clusters
  Score: Raw -14747482.200890 + Penalty 5711.694010 = -14741770.506880
  nChanged 47552
		SP:Iteration 1F (4540.710000 sec): 3 clusters
  Score: Raw -14774339.130877 + Penalty 5711.694010 = -14768627.436868
  nChanged 3239
		SP:Iteration 2Q (4541.100000 sec): 3 clusters
  Score: Raw -14775146.129624 + Penalty 5711.694010 = -14769434.435614
  nChanged 3554
		SP:Iteration 3Q (4541.500000 sec): 3 clusters
  Score: Raw -14776182.503581 + Penalty 5711.694010 = -14770470.809571
  nChanged 4178
		SP:Iteration 4Q (4541.880000 sec): 3 clusters
  Score: Raw -14777711.574374 + Penalty 5711.694010 = -14771999.880364
  nChanged 5195
		SP:Iteration 5F (4542.270000 sec): 3 clusters
  Score: Raw -14780148.847537 + Penalty 5711.694010 = -14774437.153527
  nChanged 6390
		SP:Iteration 6F (4542.650000 sec): 3 clusters
  Score: Raw -14783866.057234 + Penalty 5711.694010 = -14778154.363225
  nChanged 7268
		SP:Iteration 7F (4543.040000 sec): 3 clusters
  Score: Raw -14788894.496582 + Penalty 5711.694010 = -14783182.802572
  nChanged 7426
		SP:Iteration 8F (4543.420000 sec): 3 clusters
  Score: Raw -14794679.676243 + Penalty 5711.694010 = -14788967.982233
  nChanged 6895
		SP:Iteration 9F (4543.800000 sec): 3 clusters
  Score: Raw -14800500.098477 + Penalty 5711.694010 = -14794788.404467
  nChanged 5444
		SP:Iteration 10F (4544.180000 sec): 3 clusters
  Score: Raw -14805212.440099 + Penalty 5711.694010 = -14799500.746089
  nChanged 3730
		SP:Iteration 11Q (4544.560000 sec): 3 clusters
  Score: Raw -14808388.399371 + Penalty 5711.694010 = -14802676.705361
  nChanged 2144
		SP:Iteration 12Q (4544.920000 sec): 3 clusters
  Score: Raw -14810058.130677 + Penalty 5711.694010 = -14804346.436667
  nChanged 1138
		SP:Iteration 13Q (4545.260000 sec): 3 clusters
  Score: Raw -14810903.005625 + Penalty 5711.694010 = -14805191.311615
  nChanged 636
		SP:Iteration 14Q (4545.570000 sec): 3 clusters
  Score: Raw -14811346.534827 + Penalty 5711.694010 = -14805634.840817
  nChanged 346
		SP:Iteration 15Q (4545.870000 sec): 3 clusters
  Score: Raw -14811587.443439 + Penalty 5711.694010 = -14805875.749429
  nChanged 216
		SP:Iteration 16Q (4546.160000 sec): 3 clusters
  Score: Raw -14811744.605937 + Penalty 5711.694010 = -14806032.911928
  nChanged 127
		SP:Iteration 17Q (4546.460000 sec): 3 clusters
  Score: Raw -14811834.864998 + Penalty 5711.694010 = -14806123.170988
  nChanged 73
		SP:Iteration 18Q (4546.750000 sec): 3 clusters
  Score: Raw -14811886.872510 + Penalty 5711.694010 = -14806175.178500
  nChanged 53
		SP:Iteration 19Q (4547.030000 sec): 3 clusters
  Score: Raw -14811919.190476 + Penalty 5711.694010 = -14806207.496467
  nChanged 30
		SP:Iteration 20F (4547.400000 sec): 3 clusters
  Score: Raw -14811940.259519 + Penalty 5711.694010 = -14806228.565510
  nChanged 25
		SP:Iteration 21Q (4547.680000 sec): 3 clusters
  Score: Raw -14811959.232111 + Penalty 5711.694010 = -14806247.538101
  nChanged 23
		SP:Iteration 22Q (4547.960000 sec): 3 clusters
  Score: Raw -14811979.789942 + Penalty 5711.694010 = -14806268.095932
  nChanged 23
		SP:Iteration 23Q (4548.240000 sec): 3 clusters
  Score: Raw -14811996.057167 + Penalty 5711.694010 = -14806284.363157
  nChanged 11
		SP:Iteration 24Q (4548.510000 sec): 3 clusters
  Score: Raw -14812002.473570 + Penalty 5711.694010 = -14806290.779560
  nChanged 11
		SP:Iteration 25Q (4548.790000 sec): 3 clusters
  Score: Raw -14812010.804035 + Penalty 5711.694010 = -14806299.110025
  nChanged 14
		SP:Iteration 26Q (4549.070000 sec): 3 clusters
  Score: Raw -14812020.019707 + Penalty 5711.694010 = -14806308.325697
  nChanged 15
		SP:Iteration 27Q (4549.340000 sec): 3 clusters
  Score: Raw -14812028.422531 + Penalty 5711.694010 = -14806316.728521
  nChanged 10
		SP:Iteration 28Q (4549.620000 sec): 3 clusters
  Score: Raw -14812039.020846 + Penalty 5711.694010 = -14806327.326836
  nChanged 11
		SP:Iteration 29Q (4549.890000 sec): 3 clusters
  Score: Raw -14812047.638863 + Penalty 5711.694010 = -14806335.944853
  nChanged 9
		SP:Iteration 30Q (4550.170000 sec): 3 clusters
  Score: Raw -14812053.688094 + Penalty 5711.694010 = -14806341.994084
  nChanged 7
		SP:Iteration 31Q (4550.440000 sec): 3 clusters
  Score: Raw -14812057.643350 + Penalty 5711.694010 = -14806345.949340
  nChanged 6
		SP:Iteration 32Q (4550.710000 sec): 3 clusters
  Score: Raw -14812062.201498 + Penalty 5711.694010 = -14806350.507488
  nChanged 5
		SP:Iteration 33Q (4550.990000 sec): 3 clusters
  Score: Raw -14812066.132372 + Penalty 5711.694010 = -14806354.438362
  nChanged 5
		SP:Iteration 34Q (4551.260000 sec): 3 clusters
  Score: Raw -14812069.651109 + Penalty 5711.694010 = -14806357.957099
  nChanged 5
		SP:Iteration 35Q (4551.540000 sec): 3 clusters
  Score: Raw -14812073.283628 + Penalty 5711.694010 = -14806361.589618
  nChanged 5
		SP:Iteration 36Q (4551.810000 sec): 3 clusters
  Score: Raw -14812076.409819 + Penalty 5711.694010 = -14806364.715810
  nChanged 2
		SP:Iteration 37Q (4552.090000 sec): 3 clusters
  Score: Raw -14812078.392280 + Penalty 5711.694010 = -14806366.698270
  nChanged 1
		SP:Iteration 38Q (4552.360000 sec): 3 clusters
  Score: Raw -14812078.888765 + Penalty 5711.694010 = -14806367.194755
  nChanged 0
		SP:Iteration 39F (4552.730000 sec): 3 clusters
  Score: Raw -14812078.888765 + Penalty 5711.694010 = -14806367.194755
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (1401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4552.790000 sec): 2 clusters
  Score: Raw -126499.607420 + Penalty 1796.745503 = -124702.861916
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4552.790000 sec): 3 clusters
  Score: Raw -126872.908364 + Penalty 3593.491007 = -123279.417357
  nChanged 568
		SP:Iteration 1F (4552.800000 sec): 3 clusters
  Score: Raw -131599.223130 + Penalty 3593.491007 = -128005.732123
  nChanged 153
		SP:Iteration 2F (4552.800000 sec): 3 clusters
  Score: Raw -133795.433623 + Penalty 3593.491007 = -130201.942616
  nChanged 87
		SP:Iteration 3F (4552.810000 sec): 3 clusters
  Score: Raw -135489.020205 + Penalty 3593.491007 = -131895.529198
  nChanged 61
		SP:Iteration 4Q (4552.810000 sec): 3 clusters
  Score: Raw -136787.454271 + Penalty 3593.491007 = -133193.963264
  nChanged 22
		SP:Iteration 5Q (4552.810000 sec): 3 clusters
  Score: Raw -137471.783834 + Penalty 3593.491007 = -133878.292827
  nChanged 11
		SP:Iteration 6Q (4552.820000 sec): 3 clusters
  Score: Raw -137510.040437 + Penalty 3593.491007 = -133916.549430
  nChanged 4
		SP:Iteration 7Q (4552.820000 sec): 3 clusters
  Score: Raw -137519.985760 + Penalty 3593.491007 = -133926.494753
  nChanged 3
		SP:Iteration 8Q (4552.830000 sec): 3 clusters
  Score: Raw -137526.089312 + Penalty 3593.491007 = -133932.598305
  nChanged 2
		SP:Iteration 9Q (4552.830000 sec): 3 clusters
  Score: Raw -137532.784621 + Penalty 3593.491007 = -133939.293614
  nChanged 2
		SP:Iteration 10Q (4552.830000 sec): 3 clusters
  Score: Raw -137572.502731 + Penalty 3593.491007 = -133979.011724
  nChanged 1
		SP:Iteration 11Q (4552.840000 sec): 3 clusters
  Score: Raw -137575.740496 + Penalty 3593.491007 = -133982.249489
  nChanged 0
		SP:Iteration 12F (4552.840000 sec): 3 clusters
  Score: Raw -137601.815536 + Penalty 3593.491007 = -134008.324529
  nChanged 4
		SP:Iteration 13Q (4552.850000 sec): 3 clusters
  Score: Raw -137793.843006 + Penalty 3593.491007 = -134200.351999
  nChanged 2
		SP:Iteration 14Q (4552.850000 sec): 3 clusters
  Score: Raw -137818.152443 + Penalty 3593.491007 = -134224.661436
  nChanged 1
		SP:Iteration 15Q (4552.850000 sec): 3 clusters
  Score: Raw -137819.362691 + Penalty 3593.491007 = -134225.871684
  nChanged 0
		SP:Iteration 16F (4552.860000 sec): 3 clusters
  Score: Raw -137819.362691 + Penalty 3593.491007 = -134225.871684
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 30.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (54405 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4553.050000 sec): 2 clusters
  Score: Raw -7970574.653514 + Penalty 2704.244412 = -7967870.409101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4553.260000 sec): 3 clusters
  Score: Raw -7936832.667477 + Penalty 5408.488825 = -7931424.178652
  nChanged 25065
		SP:Iteration 1F (4553.470000 sec): 3 clusters
  Score: Raw -7950641.339682 + Penalty 5408.488825 = -7945232.850857
  nChanged 2157
		SP:Iteration 2Q (4553.690000 sec): 3 clusters
  Score: Raw -7951202.370341 + Penalty 5408.488825 = -7945793.881516
  nChanged 1990
		SP:Iteration 3Q (4553.900000 sec): 3 clusters
  Score: Raw -7951731.097092 + Penalty 5408.488825 = -7946322.608267
  nChanged 1825
		SP:Iteration 4Q (4554.110000 sec): 3 clusters
  Score: Raw -7952228.850353 + Penalty 5408.488825 = -7946820.361528
  nChanged 1946
		SP:Iteration 5Q (4554.330000 sec): 3 clusters
  Score: Raw -7952820.735751 + Penalty 5408.488825 = -7947412.246926
  nChanged 2160
		SP:Iteration 6Q (4554.550000 sec): 3 clusters
  Score: Raw -7953627.982733 + Penalty 5408.488825 = -7948219.493908
  nChanged 2538
		SP:Iteration 7Q (4554.760000 sec): 3 clusters
  Score: Raw -7954843.727959 + Penalty 5408.488825 = -7949435.239134
  nChanged 3079
		SP:Iteration 8F (4554.970000 sec): 3 clusters
  Score: Raw -7956706.360942 + Penalty 5408.488825 = -7951297.872117
  nChanged 3584
		SP:Iteration 9F (4555.170000 sec): 3 clusters
  Score: Raw -7959223.603677 + Penalty 5408.488825 = -7953815.114852
  nChanged 3537
		SP:Iteration 10F (4555.380000 sec): 3 clusters
  Score: Raw -7961903.530657 + Penalty 5408.488825 = -7956495.041833
  nChanged 3116
		SP:Iteration 11F (4555.590000 sec): 3 clusters
  Score: Raw -7964253.489430 + Penalty 5408.488825 = -7958845.000606
  nChanged 2379
		SP:Iteration 12Q (4555.800000 sec): 3 clusters
  Score: Raw -7965991.793929 + Penalty 5408.488825 = -7960583.305105
  nChanged 1654
		SP:Iteration 13Q (4556.000000 sec): 3 clusters
  Score: Raw -7967147.659968 + Penalty 5408.488825 = -7961739.171143
  nChanged 1253
		SP:Iteration 14Q (4556.190000 sec): 3 clusters
  Score: Raw -7967965.108178 + Penalty 5408.488825 = -7962556.619353
  nChanged 948
		SP:Iteration 15Q (4556.380000 sec): 3 clusters
  Score: Raw -7968533.701871 + Penalty 5408.488825 = -7963125.213047
  nChanged 749
		SP:Iteration 16Q (4556.550000 sec): 3 clusters
  Score: Raw -7968939.002528 + Penalty 5408.488825 = -7963530.513703
  nChanged 614
		SP:Iteration 17Q (4556.720000 sec): 3 clusters
  Score: Raw -7969259.141189 + Penalty 5408.488825 = -7963850.652364
  nChanged 538
		SP:Iteration 18Q (4556.890000 sec): 3 clusters
  Score: Raw -7969536.699024 + Penalty 5408.488825 = -7964128.210199
  nChanged 426
		SP:Iteration 19Q (4557.050000 sec): 3 clusters
  Score: Raw -7969751.126629 + Penalty 5408.488825 = -7964342.637804
  nChanged 366
		SP:Iteration 20F (4557.260000 sec): 3 clusters
  Score: Raw -7969934.485592 + Penalty 5408.488825 = -7964525.996767
  nChanged 308
		SP:Iteration 21Q (4557.410000 sec): 3 clusters
  Score: Raw -7970107.180469 + Penalty 5408.488825 = -7964698.691644
  nChanged 275
		SP:Iteration 22Q (4557.570000 sec): 3 clusters
  Score: Raw -7970246.054733 + Penalty 5408.488825 = -7964837.565909
  nChanged 193
		SP:Iteration 23Q (4557.720000 sec): 3 clusters
  Score: Raw -7970340.754323 + Penalty 5408.488825 = -7964932.265498
  nChanged 171
		SP:Iteration 24Q (4557.870000 sec): 3 clusters
  Score: Raw -7970423.858066 + Penalty 5408.488825 = -7965015.369241
  nChanged 141
		SP:Iteration 25Q (4558.020000 sec): 3 clusters
  Score: Raw -7970500.002170 + Penalty 5408.488825 = -7965091.513345
  nChanged 131
		SP:Iteration 26Q (4558.170000 sec): 3 clusters
  Score: Raw -7970567.496386 + Penalty 5408.488825 = -7965159.007562
  nChanged 100
		SP:Iteration 27Q (4558.320000 sec): 3 clusters
  Score: Raw -7970619.273547 + Penalty 5408.488825 = -7965210.784722
  nChanged 84
		SP:Iteration 28Q (4558.470000 sec): 3 clusters
  Score: Raw -7970657.782964 + Penalty 5408.488825 = -7965249.294139
  nChanged 55
		SP:Iteration 29Q (4558.620000 sec): 3 clusters
  Score: Raw -7970682.452545 + Penalty 5408.488825 = -7965273.963720
  nChanged 43
		SP:Iteration 30Q (4558.770000 sec): 3 clusters
  Score: Raw -7970706.067367 + Penalty 5408.488825 = -7965297.578542
  nChanged 43
		SP:Iteration 31Q (4558.910000 sec): 3 clusters
  Score: Raw -7970726.622258 + Penalty 5408.488825 = -7965318.133433
  nChanged 33
		SP:Iteration 32Q (4559.060000 sec): 3 clusters
  Score: Raw -7970743.219253 + Penalty 5408.488825 = -7965334.730428
  nChanged 25
		SP:Iteration 33Q (4559.200000 sec): 3 clusters
  Score: Raw -7970756.430484 + Penalty 5408.488825 = -7965347.941659
  nChanged 24
		SP:Iteration 34Q (4559.350000 sec): 3 clusters
  Score: Raw -7970767.691372 + Penalty 5408.488825 = -7965359.202548
  nChanged 22
		SP:Iteration 35Q (4559.500000 sec): 3 clusters
  Score: Raw -7970778.145037 + Penalty 5408.488825 = -7965369.656213
  nChanged 25
		SP:Iteration 36Q (4559.650000 sec): 3 clusters
  Score: Raw -7970790.215609 + Penalty 5408.488825 = -7965381.726784
  nChanged 27
		SP:Iteration 37Q (4559.790000 sec): 3 clusters
  Score: Raw -7970803.821290 + Penalty 5408.488825 = -7965395.332465
  nChanged 25
		SP:Iteration 38Q (4559.940000 sec): 3 clusters
  Score: Raw -7970817.391990 + Penalty 5408.488825 = -7965408.903165
  nChanged 26
		SP:Iteration 39Q (4560.090000 sec): 3 clusters
  Score: Raw -7970833.678068 + Penalty 5408.488825 = -7965425.189243
  nChanged 26
		SP:Iteration 40F (4560.290000 sec): 3 clusters
  Score: Raw -7970847.813071 + Penalty 5408.488825 = -7965439.324247
  nChanged 16
		SP:Iteration 41Q (4560.440000 sec): 3 clusters
  Score: Raw -7970856.910928 + Penalty 5408.488825 = -7965448.422103
  nChanged 12
		SP:Iteration 42Q (4560.580000 sec): 3 clusters
  Score: Raw -7970862.980363 + Penalty 5408.488825 = -7965454.491538
  nChanged 14
		SP:Iteration 43Q (4560.730000 sec): 3 clusters
  Score: Raw -7970869.435516 + Penalty 5408.488825 = -7965460.946691
  nChanged 8
		SP:Iteration 44Q (4560.880000 sec): 3 clusters
  Score: Raw -7970872.487515 + Penalty 5408.488825 = -7965463.998690
  nChanged 8
		SP:Iteration 45Q (4561.030000 sec): 3 clusters
  Score: Raw -7970876.370432 + Penalty 5408.488825 = -7965467.881607
  nChanged 8
		SP:Iteration 46Q (4561.170000 sec): 3 clusters
  Score: Raw -7970880.032546 + Penalty 5408.488825 = -7965471.543721
  nChanged 10
		SP:Iteration 47Q (4561.320000 sec): 3 clusters
  Score: Raw -7970884.626903 + Penalty 5408.488825 = -7965476.138078
  nChanged 8
		SP:Iteration 48Q (4561.470000 sec): 3 clusters
  Score: Raw -7970889.919324 + Penalty 5408.488825 = -7965481.430499
  nChanged 10
		SP:Iteration 49Q (4561.610000 sec): 3 clusters
  Score: Raw -7970895.308059 + Penalty 5408.488825 = -7965486.819234
  nChanged 7
		SP:Iteration 50Q (4561.760000 sec): 3 clusters
  Score: Raw -7970899.655002 + Penalty 5408.488825 = -7965491.166177
  nChanged 9
		SP:Iteration 51Q (4561.900000 sec): 3 clusters
  Score: Raw -7970904.627097 + Penalty 5408.488825 = -7965496.138272
  nChanged 10
		SP:Iteration 52Q (4562.050000 sec): 3 clusters
  Score: Raw -7970909.469982 + Penalty 5408.488825 = -7965500.981158
  nChanged 8
		SP:Iteration 53Q (4562.190000 sec): 3 clusters
  Score: Raw -7970912.661605 + Penalty 5408.488825 = -7965504.172780
  nChanged 5
		SP:Iteration 54Q (4562.340000 sec): 3 clusters
  Score: Raw -7970916.149715 + Penalty 5408.488825 = -7965507.660890
  nChanged 6
		SP:Iteration 55Q (4562.490000 sec): 3 clusters
  Score: Raw -7970919.311924 + Penalty 5408.488825 = -7965510.823099
  nChanged 3
		SP:Iteration 56Q (4562.630000 sec): 3 clusters
  Score: Raw -7970920.542595 + Penalty 5408.488825 = -7965512.053770
  nChanged 3
		SP:Iteration 57Q (4562.780000 sec): 3 clusters
  Score: Raw -7970922.235369 + Penalty 5408.488825 = -7965513.746544
  nChanged 4
		SP:Iteration 58Q (4562.930000 sec): 3 clusters
  Score: Raw -7970923.792728 + Penalty 5408.488825 = -7965515.303903
  nChanged 5
		SP:Iteration 59Q (4563.070000 sec): 3 clusters
  Score: Raw -7970926.557415 + Penalty 5408.488825 = -7965518.068591
  nChanged 4
		SP:Iteration 60F (4563.270000 sec): 3 clusters
  Score: Raw -7970928.382472 + Penalty 5408.488825 = -7965519.893647
  nChanged 2
		SP:Iteration 61Q (4563.420000 sec): 3 clusters
  Score: Raw -7970930.009194 + Penalty 5408.488825 = -7965521.520369
  nChanged 3
		SP:Iteration 62Q (4563.560000 sec): 3 clusters
  Score: Raw -7970931.520248 + Penalty 5408.488825 = -7965523.031423
  nChanged 5
		SP:Iteration 63Q (4563.710000 sec): 3 clusters
  Score: Raw -7970935.437412 + Penalty 5408.488825 = -7965526.948587
  nChanged 8
		SP:Iteration 64Q (4563.850000 sec): 3 clusters
  Score: Raw -7970939.461868 + Penalty 5408.488825 = -7965530.973043
  nChanged 3
		SP:Iteration 65Q (4563.990000 sec): 3 clusters
  Score: Raw -7970940.403074 + Penalty 5408.488825 = -7965531.914249
  nChanged 2
		SP:Iteration 66Q (4564.140000 sec): 3 clusters
  Score: Raw -7970941.135573 + Penalty 5408.488825 = -7965532.646748
  nChanged 2
		SP:Iteration 67Q (4564.280000 sec): 3 clusters
  Score: Raw -7970942.004555 + Penalty 5408.488825 = -7965533.515730
  nChanged 1
		SP:Iteration 68Q (4564.430000 sec): 3 clusters
  Score: Raw -7970942.328941 + Penalty 5408.488825 = -7965533.840116
  nChanged 0
		SP:Iteration 69F (4564.630000 sec): 3 clusters
  Score: Raw -7970942.328941 + Penalty 5408.488825 = -7965533.840116
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4564.650000 sec): 2 clusters
  Score: Raw -59607.770703 + Penalty 1516.741247 = -58091.029455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4564.650000 sec): 3 clusters
  Score: Raw -59917.745090 + Penalty 3033.482494 = -56884.262596
  nChanged 127
		SP:Iteration 1F (4564.660000 sec): 3 clusters
  Score: Raw -60621.829201 + Penalty 3033.482494 = -57588.346707
  nChanged 37
		SP:Iteration 2F (4564.660000 sec): 3 clusters
  Score: Raw -60928.925126 + Penalty 3033.482494 = -57895.442632
  nChanged 14
		SP:Iteration 3Q (4564.660000 sec): 3 clusters
  Score: Raw -61136.821278 + Penalty 3033.482494 = -58103.338783
  nChanged 1
		SP:Iteration 4Q (4564.660000 sec): 3 clusters
  Score: Raw -61146.124135 + Penalty 3033.482494 = -58112.641640
  nChanged 2
		SP:Iteration 5Q (4564.660000 sec): 3 clusters
  Score: Raw -61162.555069 + Penalty 3033.482494 = -58129.072575
  nChanged 1
		SP:Iteration 6Q (4564.670000 sec): 3 clusters
  Score: Raw -61164.189494 + Penalty 3033.482494 = -58130.707000
  nChanged 0
		SP:Iteration 7F (4564.670000 sec): 3 clusters
  Score: Raw -61164.189494 + Penalty 3033.482494 = -58130.707000
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 31.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4564.670000 sec): 2 clusters
  Score: Raw -56979.285957 + Penalty 1490.185670 = -55489.100287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4564.670000 sec): 3 clusters
  Score: Raw -57065.769638 + Penalty 2980.371340 = -54085.398298
  nChanged 72
		SP:Iteration 1F (4564.670000 sec): 3 clusters
  Score: Raw -57335.304741 + Penalty 2980.371340 = -54354.933401
  nChanged 49
		SP:Iteration 2F (4564.680000 sec): 3 clusters
  Score: Raw -57594.818950 + Penalty 2980.371340 = -54614.447610
  nChanged 38
		SP:Iteration 3F (4564.680000 sec): 3 clusters
  Score: Raw -57841.187474 + Penalty 2980.371340 = -54860.816134
  nChanged 20
		SP:Iteration 4Q (4564.680000 sec): 3 clusters
  Score: Raw -57949.883554 + Penalty 2980.371340 = -54969.512214
  nChanged 9
		SP:Iteration 5Q (4564.680000 sec): 3 clusters
  Score: Raw -57992.197737 + Penalty 2980.371340 = -55011.826397
  nChanged 7
		SP:Iteration 6Q (4564.680000 sec): 3 clusters
  Score: Raw -58035.398945 + Penalty 2980.371340 = -55055.027605
  nChanged 4
		SP:Iteration 7Q (4564.680000 sec): 3 clusters
  Score: Raw -58063.268378 + Penalty 2980.371340 = -55082.897038
  nChanged 2
		SP:Iteration 8Q (4564.690000 sec): 3 clusters
  Score: Raw -58074.817551 + Penalty 2980.371340 = -55094.446211
  nChanged 0
		SP:Iteration 9F (4564.690000 sec): 3 clusters
  Score: Raw -58074.817551 + Penalty 2980.371340 = -55094.446211
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (274266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4565.650000 sec): 2 clusters
  Score: Raw -40581780.376121 + Penalty 3105.419722 = -40578674.956399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4566.710000 sec): 3 clusters
  Score: Raw -40400301.150567 + Penalty 6210.839444 = -40394090.311123
  nChanged 132495
		SP:Iteration 1F (4567.750000 sec): 3 clusters
  Score: Raw -40479357.926225 + Penalty 6210.839444 = -40473147.086781
  nChanged 8117
		SP:Iteration 2Q (4568.830000 sec): 3 clusters
  Score: Raw -40481288.297323 + Penalty 6210.839444 = -40475077.457879
  nChanged 9518
		SP:Iteration 3Q (4569.920000 sec): 3 clusters
  Score: Raw -40484177.231566 + Penalty 6210.839444 = -40477966.392122
  nChanged 11820
		SP:Iteration 4Q (4571.010000 sec): 3 clusters
  Score: Raw -40489018.413393 + Penalty 6210.839444 = -40482807.573949
  nChanged 15301
		SP:Iteration 5F (4572.050000 sec): 3 clusters
  Score: Raw -40497472.625488 + Penalty 6210.839444 = -40491261.786044
  nChanged 19443
		SP:Iteration 6F (4573.110000 sec): 3 clusters
  Score: Raw -40511245.008724 + Penalty 6210.839444 = -40505034.169280
  nChanged 22320
		SP:Iteration 7F (4574.170000 sec): 3 clusters
  Score: Raw -40529817.346396 + Penalty 6210.839444 = -40523606.506953
  nChanged 21493
		SP:Iteration 8F (4575.210000 sec): 3 clusters
  Score: Raw -40549480.489863 + Penalty 6210.839444 = -40543269.650419
  nChanged 16719
		SP:Iteration 9F (4576.250000 sec): 3 clusters
  Score: Raw -40565512.002168 + Penalty 6210.839444 = -40559301.162724
  nChanged 10423
		SP:Iteration 10Q (4577.190000 sec): 3 clusters
  Score: Raw -40575533.529032 + Penalty 6210.839444 = -40569322.689588
  nChanged 4721
		SP:Iteration 11Q (4578.050000 sec): 3 clusters
  Score: Raw -40579826.558261 + Penalty 6210.839444 = -40573615.718817
  nChanged 1701
		SP:Iteration 12Q (4578.830000 sec): 3 clusters
  Score: Raw -40581327.810639 + Penalty 6210.839444 = -40575116.971195
  nChanged 521
		SP:Iteration 13Q (4579.590000 sec): 3 clusters
  Score: Raw -40581820.643344 + Penalty 6210.839444 = -40575609.803900
  nChanged 182
		SP:Iteration 14Q (4580.330000 sec): 3 clusters
  Score: Raw -40582006.938986 + Penalty 6210.839444 = -40575796.099543
  nChanged 85
		SP:Iteration 15Q (4581.060000 sec): 3 clusters
  Score: Raw -40582088.583294 + Penalty 6210.839444 = -40575877.743850
  nChanged 37
		SP:Iteration 16Q (4581.810000 sec): 3 clusters
  Score: Raw -40582120.513961 + Penalty 6210.839444 = -40575909.674517
  nChanged 18
		SP:Iteration 17Q (4582.540000 sec): 3 clusters
  Score: Raw -40582137.965105 + Penalty 6210.839444 = -40575927.125661
  nChanged 18
		SP:Iteration 18Q (4583.260000 sec): 3 clusters
  Score: Raw -40582155.461755 + Penalty 6210.839444 = -40575944.622311
  nChanged 11
		SP:Iteration 19Q (4583.990000 sec): 3 clusters
  Score: Raw -40582165.094043 + Penalty 6210.839444 = -40575954.254599
  nChanged 5
		SP:Iteration 20F (4585.010000 sec): 3 clusters
  Score: Raw -40582168.187913 + Penalty 6210.839444 = -40575957.348469
  nChanged 2
		SP:Iteration 21Q (4585.740000 sec): 3 clusters
  Score: Raw -40582170.227296 + Penalty 6210.839444 = -40575959.387852
  nChanged 2
		SP:Iteration 22Q (4586.460000 sec): 3 clusters
  Score: Raw -40582171.873521 + Penalty 6210.839444 = -40575961.034078
  nChanged 3
		SP:Iteration 23Q (4587.200000 sec): 3 clusters
  Score: Raw -40582173.675879 + Penalty 6210.839444 = -40575962.836435
  nChanged 0
		SP:Iteration 24F (4588.220000 sec): 3 clusters
  Score: Raw -40582173.675879 + Penalty 6210.839444 = -40575962.836435
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (32267 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4588.420000 sec): 2 clusters
  Score: Raw -4935727.766312 + Penalty 2574.686478 = -4933153.079834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4588.550000 sec): 3 clusters
  Score: Raw -4916135.504801 + Penalty 5149.372956 = -4910986.131844
  nChanged 14674
		SP:Iteration 1F (4588.670000 sec): 3 clusters
  Score: Raw -4924128.351497 + Penalty 5149.372956 = -4918978.978541
  nChanged 1425
		SP:Iteration 2Q (4588.790000 sec): 3 clusters
  Score: Raw -4924573.484363 + Penalty 5149.372956 = -4919424.111406
  nChanged 1309
		SP:Iteration 3Q (4588.920000 sec): 3 clusters
  Score: Raw -4925005.644021 + Penalty 5149.372956 = -4919856.271065
  nChanged 1355
		SP:Iteration 4Q (4589.040000 sec): 3 clusters
  Score: Raw -4925505.613222 + Penalty 5149.372956 = -4920356.240266
  nChanged 1470
		SP:Iteration 5Q (4589.160000 sec): 3 clusters
  Score: Raw -4926113.734691 + Penalty 5149.372956 = -4920964.361735
  nChanged 1617
		SP:Iteration 6F (4589.280000 sec): 3 clusters
  Score: Raw -4926930.975955 + Penalty 5149.372956 = -4921781.602999
  nChanged 1860
		SP:Iteration 7F (4589.410000 sec): 3 clusters
  Score: Raw -4928066.365312 + Penalty 5149.372956 = -4922916.992355
  nChanged 1976
		SP:Iteration 8F (4589.530000 sec): 3 clusters
  Score: Raw -4929473.270972 + Penalty 5149.372956 = -4924323.898016
  nChanged 1976
		SP:Iteration 9F (4589.650000 sec): 3 clusters
  Score: Raw -4931049.209910 + Penalty 5149.372956 = -4925899.836953
  nChanged 1760
		SP:Iteration 10F (4589.770000 sec): 3 clusters
  Score: Raw -4932510.991221 + Penalty 5149.372956 = -4927361.618264
  nChanged 1396
		SP:Iteration 11Q (4589.890000 sec): 3 clusters
  Score: Raw -4933603.832036 + Penalty 5149.372956 = -4928454.459079
  nChanged 1050
		SP:Iteration 12Q (4590.010000 sec): 3 clusters
  Score: Raw -4934239.123019 + Penalty 5149.372956 = -4929089.750063
  nChanged 663
		SP:Iteration 13Q (4590.120000 sec): 3 clusters
  Score: Raw -4934538.171895 + Penalty 5149.372956 = -4929388.798939
  nChanged 437
		SP:Iteration 14Q (4590.230000 sec): 3 clusters
  Score: Raw -4934711.030765 + Penalty 5149.372956 = -4929561.657808
  nChanged 354
		SP:Iteration 15Q (4590.340000 sec): 3 clusters
  Score: Raw -4934842.729435 + Penalty 5149.372956 = -4929693.356479
  nChanged 324
		SP:Iteration 16Q (4590.440000 sec): 3 clusters
  Score: Raw -4934951.638893 + Penalty 5149.372956 = -4929802.265937
  nChanged 296
		SP:Iteration 17Q (4590.550000 sec): 3 clusters
  Score: Raw -4935051.594504 + Penalty 5149.372956 = -4929902.221548
  nChanged 284
		SP:Iteration 18Q (4590.650000 sec): 3 clusters
  Score: Raw -4935144.818948 + Penalty 5149.372956 = -4929995.445991
  nChanged 239
		SP:Iteration 19Q (4590.750000 sec): 3 clusters
  Score: Raw -4935222.114161 + Penalty 5149.372956 = -4930072.741204
  nChanged 218
		SP:Iteration 20F (4590.870000 sec): 3 clusters
  Score: Raw -4935286.318468 + Penalty 5149.372956 = -4930136.945511
  nChanged 184
		SP:Iteration 21Q (4590.980000 sec): 3 clusters
  Score: Raw -4935336.694493 + Penalty 5149.372956 = -4930187.321536
  nChanged 178
		SP:Iteration 22Q (4591.080000 sec): 3 clusters
  Score: Raw -4935383.227627 + Penalty 5149.372956 = -4930233.854670
  nChanged 143
		SP:Iteration 23Q (4591.180000 sec): 3 clusters
  Score: Raw -4935416.543420 + Penalty 5149.372956 = -4930267.170464
  nChanged 136
		SP:Iteration 24Q (4591.280000 sec): 3 clusters
  Score: Raw -4935448.952071 + Penalty 5149.372956 = -4930299.579114
  nChanged 112
		SP:Iteration 25Q (4591.380000 sec): 3 clusters
  Score: Raw -4935475.938178 + Penalty 5149.372956 = -4930326.565222
  nChanged 95
		SP:Iteration 26Q (4591.480000 sec): 3 clusters
  Score: Raw -4935495.629213 + Penalty 5149.372956 = -4930346.256257
  nChanged 78
		SP:Iteration 27Q (4591.580000 sec): 3 clusters
  Score: Raw -4935511.748064 + Penalty 5149.372956 = -4930362.375108
  nChanged 81
		SP:Iteration 28Q (4591.680000 sec): 3 clusters
  Score: Raw -4935529.380409 + Penalty 5149.372956 = -4930380.007453
  nChanged 78
		SP:Iteration 29Q (4591.780000 sec): 3 clusters
  Score: Raw -4935545.512433 + Penalty 5149.372956 = -4930396.139477
  nChanged 72
		SP:Iteration 30Q (4591.880000 sec): 3 clusters
  Score: Raw -4935561.982671 + Penalty 5149.372956 = -4930412.609714
  nChanged 70
		SP:Iteration 31Q (4591.980000 sec): 3 clusters
  Score: Raw -4935578.296840 + Penalty 5149.372956 = -4930428.923883
  nChanged 67
		SP:Iteration 32Q (4592.070000 sec): 3 clusters
  Score: Raw -4935593.101764 + Penalty 5149.372956 = -4930443.728808
  nChanged 62
		SP:Iteration 33Q (4592.170000 sec): 3 clusters
  Score: Raw -4935608.496570 + Penalty 5149.372956 = -4930459.123614
  nChanged 55
		SP:Iteration 34Q (4592.270000 sec): 3 clusters
  Score: Raw -4935619.648978 + Penalty 5149.372956 = -4930470.276021
  nChanged 49
		SP:Iteration 35Q (4592.360000 sec): 3 clusters
  Score: Raw -4935629.356092 + Penalty 5149.372956 = -4930479.983136
  nChanged 45
		SP:Iteration 36Q (4592.460000 sec): 3 clusters
  Score: Raw -4935638.957174 + Penalty 5149.372956 = -4930489.584218
  nChanged 54
		SP:Iteration 37Q (4592.560000 sec): 3 clusters
  Score: Raw -4935651.875779 + Penalty 5149.372956 = -4930502.502823
  nChanged 57
		SP:Iteration 38Q (4592.660000 sec): 3 clusters
  Score: Raw -4935665.752121 + Penalty 5149.372956 = -4930516.379165
  nChanged 47
		SP:Iteration 39Q (4592.750000 sec): 3 clusters
  Score: Raw -4935675.056040 + Penalty 5149.372956 = -4930525.683083
  nChanged 44
		SP:Iteration 40F (4592.870000 sec): 3 clusters
  Score: Raw -4935684.330919 + Penalty 5149.372956 = -4930534.957963
  nChanged 32
		SP:Iteration 41Q (4592.960000 sec): 3 clusters
  Score: Raw -4935690.372345 + Penalty 5149.372956 = -4930540.999389
  nChanged 28
		SP:Iteration 42Q (4593.060000 sec): 3 clusters
  Score: Raw -4935695.075073 + Penalty 5149.372956 = -4930545.702117
  nChanged 34
		SP:Iteration 43Q (4593.160000 sec): 3 clusters
  Score: Raw -4935700.803839 + Penalty 5149.372956 = -4930551.430883
  nChanged 27
		SP:Iteration 44Q (4593.250000 sec): 3 clusters
  Score: Raw -4935706.021377 + Penalty 5149.372956 = -4930556.648420
  nChanged 27
		SP:Iteration 45Q (4593.350000 sec): 3 clusters
  Score: Raw -4935711.383235 + Penalty 5149.372956 = -4930562.010278
  nChanged 30
		SP:Iteration 46Q (4593.440000 sec): 3 clusters
  Score: Raw -4935718.194339 + Penalty 5149.372956 = -4930568.821383
  nChanged 40
		SP:Iteration 47Q (4593.530000 sec): 3 clusters
  Score: Raw -4935726.241962 + Penalty 5149.372956 = -4930576.869005
  nChanged 33
		SP:Iteration 48Q (4593.620000 sec): 3 clusters
  Score: Raw -4935732.151959 + Penalty 5149.372956 = -4930582.779003
  nChanged 27
		SP:Iteration 49Q (4593.720000 sec): 3 clusters
  Score: Raw -4935737.258867 + Penalty 5149.372956 = -4930587.885911
  nChanged 34
		SP:Iteration 50Q (4593.810000 sec): 3 clusters
  Score: Raw -4935743.729784 + Penalty 5149.372956 = -4930594.356827
  nChanged 31
		SP:Iteration 51Q (4593.900000 sec): 3 clusters
  Score: Raw -4935749.780714 + Penalty 5149.372956 = -4930600.407757
  nChanged 31
		SP:Iteration 52Q (4594.000000 sec): 3 clusters
  Score: Raw -4935755.685073 + Penalty 5149.372956 = -4930606.312117
  nChanged 27
		SP:Iteration 53Q (4594.090000 sec): 3 clusters
  Score: Raw -4935761.938365 + Penalty 5149.372956 = -4930612.565409
  nChanged 34
		SP:Iteration 54Q (4594.180000 sec): 3 clusters
  Score: Raw -4935770.869202 + Penalty 5149.372956 = -4930621.496245
  nChanged 37
		SP:Iteration 55Q (4594.270000 sec): 3 clusters
  Score: Raw -4935780.901533 + Penalty 5149.372956 = -4930631.528577
  nChanged 48
		SP:Iteration 56Q (4594.360000 sec): 3 clusters
  Score: Raw -4935793.205547 + Penalty 5149.372956 = -4930643.832591
  nChanged 41
		SP:Iteration 57Q (4594.450000 sec): 3 clusters
  Score: Raw -4935805.489546 + Penalty 5149.372956 = -4930656.116589
  nChanged 37
		SP:Iteration 58Q (4594.540000 sec): 3 clusters
  Score: Raw -4935815.270996 + Penalty 5149.372956 = -4930665.898039
  nChanged 33
		SP:Iteration 59Q (4594.640000 sec): 3 clusters
  Score: Raw -4935824.375132 + Penalty 5149.372956 = -4930675.002176
  nChanged 35
		SP:Iteration 60F (4594.760000 sec): 3 clusters
  Score: Raw -4935832.907042 + Penalty 5149.372956 = -4930683.534086
  nChanged 26
		SP:Iteration 61Q (4594.850000 sec): 3 clusters
  Score: Raw -4935839.790059 + Penalty 5149.372956 = -4930690.417102
  nChanged 23
		SP:Iteration 62Q (4594.940000 sec): 3 clusters
  Score: Raw -4935846.589250 + Penalty 5149.372956 = -4930697.216294
  nChanged 25
		SP:Iteration 63Q (4595.040000 sec): 3 clusters
  Score: Raw -4935853.048770 + Penalty 5149.372956 = -4930703.675814
  nChanged 26
		SP:Iteration 64Q (4595.130000 sec): 3 clusters
  Score: Raw -4935860.129304 + Penalty 5149.372956 = -4930710.756348
  nChanged 31
		SP:Iteration 65Q (4595.220000 sec): 3 clusters
  Score: Raw -4935871.155059 + Penalty 5149.372956 = -4930721.782103
  nChanged 32
		SP:Iteration 66Q (4595.310000 sec): 3 clusters
  Score: Raw -4935880.028153 + Penalty 5149.372956 = -4930730.655197
  nChanged 26
		SP:Iteration 67Q (4595.400000 sec): 3 clusters
  Score: Raw -4935885.932334 + Penalty 5149.372956 = -4930736.559378
  nChanged 26
		SP:Iteration 68Q (4595.500000 sec): 3 clusters
  Score: Raw -4935892.614107 + Penalty 5149.372956 = -4930743.241151
  nChanged 25
		SP:Iteration 69Q (4595.590000 sec): 3 clusters
  Score: Raw -4935899.643408 + Penalty 5149.372956 = -4930750.270451
  nChanged 22
		SP:Iteration 70Q (4595.680000 sec): 3 clusters
  Score: Raw -4935906.278396 + Penalty 5149.372956 = -4930756.905440
  nChanged 21
		SP:Iteration 71Q (4595.770000 sec): 3 clusters
  Score: Raw -4935912.363207 + Penalty 5149.372956 = -4930762.990250
  nChanged 24
		SP:Iteration 72Q (4595.860000 sec): 3 clusters
  Score: Raw -4935919.898579 + Penalty 5149.372956 = -4930770.525622
  nChanged 26
		SP:Iteration 73Q (4595.960000 sec): 3 clusters
  Score: Raw -4935927.185995 + Penalty 5149.372956 = -4930777.813038
  nChanged 28
		SP:Iteration 74Q (4596.040000 sec): 3 clusters
  Score: Raw -4935936.650415 + Penalty 5149.372956 = -4930787.277459
  nChanged 22
		SP:Iteration 75Q (4596.140000 sec): 3 clusters
  Score: Raw -4935942.505436 + Penalty 5149.372956 = -4930793.132479
  nChanged 23
		SP:Iteration 76Q (4596.230000 sec): 3 clusters
  Score: Raw -4935948.356193 + Penalty 5149.372956 = -4930798.983236
  nChanged 15
		SP:Iteration 77Q (4596.320000 sec): 3 clusters
  Score: Raw -4935953.700177 + Penalty 5149.372956 = -4930804.327221
  nChanged 21
		SP:Iteration 78Q (4596.410000 sec): 3 clusters
  Score: Raw -4935960.494264 + Penalty 5149.372956 = -4930811.121308
  nChanged 26
		SP:Iteration 79Q (4596.500000 sec): 3 clusters
  Score: Raw -4935967.874164 + Penalty 5149.372956 = -4930818.501208
  nChanged 18
		SP:Iteration 80F (4596.620000 sec): 3 clusters
  Score: Raw -4935974.559397 + Penalty 5149.372956 = -4930825.186440
  nChanged 22
		SP:Iteration 81Q (4596.710000 sec): 3 clusters
  Score: Raw -4935980.375705 + Penalty 5149.372956 = -4930831.002749
  nChanged 18
		SP:Iteration 82Q (4596.800000 sec): 3 clusters
  Score: Raw -4935986.087948 + Penalty 5149.372956 = -4930836.714992
  nChanged 18
		SP:Iteration 83Q (4596.890000 sec): 3 clusters
  Score: Raw -4935990.892709 + Penalty 5149.372956 = -4930841.519753
  nChanged 12
		SP:Iteration 84Q (4596.980000 sec): 3 clusters
  Score: Raw -4935995.104140 + Penalty 5149.372956 = -4930845.731184
  nChanged 15
		SP:Iteration 85Q (4597.070000 sec): 3 clusters
  Score: Raw -4935999.598355 + Penalty 5149.372956 = -4930850.225398
  nChanged 14
		SP:Iteration 86Q (4597.160000 sec): 3 clusters
  Score: Raw -4936003.749006 + Penalty 5149.372956 = -4930854.376050
  nChanged 17
		SP:Iteration 87Q (4597.250000 sec): 3 clusters
  Score: Raw -4936009.530709 + Penalty 5149.372956 = -4930860.157753
  nChanged 22
		SP:Iteration 88Q (4597.340000 sec): 3 clusters
  Score: Raw -4936016.609218 + Penalty 5149.372956 = -4930867.236262
  nChanged 20
		SP:Iteration 89Q (4597.430000 sec): 3 clusters
  Score: Raw -4936022.000895 + Penalty 5149.372956 = -4930872.627939
  nChanged 17
		SP:Iteration 90Q (4597.520000 sec): 3 clusters
  Score: Raw -4936025.976463 + Penalty 5149.372956 = -4930876.603506
  nChanged 14
		SP:Iteration 91Q (4597.610000 sec): 3 clusters
  Score: Raw -4936029.692175 + Penalty 5149.372956 = -4930880.319219
  nChanged 12
		SP:Iteration 92Q (4597.700000 sec): 3 clusters
  Score: Raw -4936033.334631 + Penalty 5149.372956 = -4930883.961674
  nChanged 9
		SP:Iteration 93Q (4597.790000 sec): 3 clusters
  Score: Raw -4936035.843798 + Penalty 5149.372956 = -4930886.470841
  nChanged 8
		SP:Iteration 94Q (4597.880000 sec): 3 clusters
  Score: Raw -4936037.549621 + Penalty 5149.372956 = -4930888.176665
  nChanged 6
		SP:Iteration 95Q (4597.970000 sec): 3 clusters
  Score: Raw -4936039.233182 + Penalty 5149.372956 = -4930889.860226
  nChanged 8
		SP:Iteration 96Q (4598.060000 sec): 3 clusters
  Score: Raw -4936041.472825 + Penalty 5149.372956 = -4930892.099869
  nChanged 9
		SP:Iteration 97Q (4598.150000 sec): 3 clusters
  Score: Raw -4936044.476515 + Penalty 5149.372956 = -4930895.103559
  nChanged 8
		SP:Iteration 98Q (4598.240000 sec): 3 clusters
  Score: Raw -4936047.718396 + Penalty 5149.372956 = -4930898.345440
  nChanged 7
		SP:Iteration 99Q (4598.330000 sec): 3 clusters
  Score: Raw -4936050.078788 + Penalty 5149.372956 = -4930900.705831
  nChanged 9
		SP:Iteration 100F (4598.450000 sec): 3 clusters
  Score: Raw -4936052.168162 + Penalty 5149.372956 = -4930902.795206
  nChanged 5
		SP:Iteration 101Q (4598.540000 sec): 3 clusters
  Score: Raw -4936053.206728 + Penalty 5149.372956 = -4930903.833772
  nChanged 2
		SP:Iteration 102Q (4598.620000 sec): 3 clusters
  Score: Raw -4936054.013470 + Penalty 5149.372956 = -4930904.640514
  nChanged 0
		SP:Iteration 103F (4598.740000 sec): 3 clusters
  Score: Raw -4936054.013470 + Penalty 5149.372956 = -4930904.640514
  nChanged 0
Deleting Class 31 (158 points): Lose 1849.396383 but Gain 3374.686117
Iteration 59Q (4606.830000 sec): 31 clusters
  Score: Raw -117596618.312080 + Penalty 101240.583519 = -117495377.728561
  nChanged 2250
Deleting Class 29 (311 points): Lose 3353.489515 but Gain 3374.686117
Iteration 60F (4638.820000 sec): 30 clusters
  Score: Raw -117596041.157344 + Penalty 97865.897402 = -117498175.259942
  nChanged 2214
Iteration 61Q (4646.810000 sec): 30 clusters
  Score: Raw -117598852.871028 + Penalty 97865.897402 = -117500986.973626
  nChanged 1706
Iteration 62Q (4654.810000 sec): 30 clusters
  Score: Raw -117599311.925384 + Penalty 97865.897402 = -117501446.027983
  nChanged 1481
Iteration 63Q (4662.760000 sec): 30 clusters
  Score: Raw -117599549.725556 + Penalty 97865.897402 = -117501683.828154
  nChanged 1229
Iteration 64Q (4670.710000 sec): 30 clusters
  Score: Raw -117599682.507726 + Penalty 97865.897402 = -117501816.610324
  nChanged 1101
Iteration 65Q (4678.640000 sec): 30 clusters
  Score: Raw -117599784.330017 + Penalty 97865.897402 = -117501918.432615
  nChanged 972
Iteration 66Q (4686.580000 sec): 30 clusters
  Score: Raw -117599864.346463 + Penalty 97865.897402 = -117501998.449061
  nChanged 838
Iteration 67Q (4694.510000 sec): 30 clusters
  Score: Raw -117599916.988733 + Penalty 97865.897402 = -117502051.091332
  nChanged 752
Iteration 68Q (4702.430000 sec): 30 clusters
  Score: Raw -117599996.544800 + Penalty 97865.897402 = -117502130.647398
  nChanged 705
Iteration 69Q (4710.380000 sec): 30 clusters
  Score: Raw -117600043.898112 + Penalty 97865.897402 = -117502178.000711
  nChanged 686
Iteration 70Q (4718.280000 sec): 30 clusters
  Score: Raw -117600107.375234 + Penalty 97865.897402 = -117502241.477833
  nChanged 663
Iteration 71Q (4726.200000 sec): 30 clusters
  Score: Raw -117600215.618237 + Penalty 97865.897402 = -117502349.720836
  nChanged 598
Iteration 72Q (4734.100000 sec): 30 clusters
  Score: Raw -117600294.180010 + Penalty 97865.897402 = -117502428.282608
  nChanged 567
Iteration 73Q (4742.000000 sec): 30 clusters
  Score: Raw -117600345.122982 + Penalty 97865.897402 = -117502479.225580
  nChanged 524
Iteration 74Q (4749.890000 sec): 30 clusters
  Score: Raw -117600385.924317 + Penalty 97865.897402 = -117502520.026915
  nChanged 479
Iteration 75Q (4757.770000 sec): 30 clusters
  Score: Raw -117600411.798880 + Penalty 97865.897402 = -117502545.901478
  nChanged 448
Iteration 76Q (4765.670000 sec): 30 clusters
  Score: Raw -117600430.609516 + Penalty 97865.897402 = -117502564.712114
  nChanged 390
Iteration 77Q (4773.560000 sec): 30 clusters
  Score: Raw -117600446.283011 + Penalty 97865.897402 = -117502580.385609
  nChanged 351
Iteration 78Q (4781.450000 sec): 30 clusters
  Score: Raw -117600460.532973 + Penalty 97865.897402 = -117502594.635572
  nChanged 343
Iteration 79Q (4789.340000 sec): 30 clusters
  Score: Raw -117600472.261813 + Penalty 97865.897402 = -117502606.364411
  nChanged 334
Iteration 80F (4820.390000 sec): 30 clusters
  Score: Raw -117600592.053810 + Penalty 97865.897402 = -117502726.156408
  nChanged 319
Iteration 81Q (4828.330000 sec): 30 clusters
  Score: Raw -117600738.497922 + Penalty 97865.897402 = -117502872.600521
  nChanged 286
Iteration 82Q (4836.250000 sec): 30 clusters
  Score: Raw -117600825.963951 + Penalty 97865.897402 = -117502960.066549
  nChanged 290
Iteration 83Q (4844.190000 sec): 30 clusters
  Score: Raw -117600860.914698 + Penalty 97865.897402 = -117502995.017297
  nChanged 286
Iteration 84Q (4852.110000 sec): 30 clusters
  Score: Raw -117600885.634725 + Penalty 97865.897402 = -117503019.737324
  nChanged 257
Iteration 85Q (4860.030000 sec): 30 clusters
  Score: Raw -117600895.221330 + Penalty 97865.897402 = -117503029.323928
  nChanged 227
Iteration 86Q (4867.980000 sec): 30 clusters
  Score: Raw -117600903.061254 + Penalty 97865.897402 = -117503037.163853
  nChanged 210
Iteration 87Q (4875.920000 sec): 30 clusters
  Score: Raw -117600910.587576 + Penalty 97865.897402 = -117503044.690175
  nChanged 181
Iteration 88Q (4883.850000 sec): 30 clusters
  Score: Raw -117600916.390058 + Penalty 97865.897402 = -117503050.492657
  nChanged 179
Iteration 89Q (4891.800000 sec): 30 clusters
  Score: Raw -117600921.514868 + Penalty 97865.897402 = -117503055.617466
  nChanged 169
Iteration 90Q (4899.720000 sec): 30 clusters
  Score: Raw -117600926.794401 + Penalty 97865.897402 = -117503060.896999
  nChanged 140
Iteration 91Q (4907.680000 sec): 30 clusters
  Score: Raw -117600931.595221 + Penalty 97865.897402 = -117503065.697819
  nChanged 150
Iteration 92Q (4915.630000 sec): 30 clusters
  Score: Raw -117600936.204715 + Penalty 97865.897402 = -117503070.307313
  nChanged 140
Iteration 93Q (4923.580000 sec): 30 clusters
  Score: Raw -117600940.816523 + Penalty 97865.897402 = -117503074.919121
  nChanged 140
Iteration 94Q (4931.540000 sec): 30 clusters
  Score: Raw -117600945.659527 + Penalty 97865.897402 = -117503079.762125
  nChanged 123
Iteration 95Q (4939.480000 sec): 30 clusters
  Score: Raw -117600950.073165 + Penalty 97865.897402 = -117503084.175763
  nChanged 103
Iteration 96Q (4947.400000 sec): 30 clusters
  Score: Raw -117600954.316074 + Penalty 97865.897402 = -117503088.418672
  nChanged 101
Iteration 97Q (4955.310000 sec): 30 clusters
  Score: Raw -117600958.277402 + Penalty 97865.897402 = -117503092.380001
  nChanged 107
Iteration 98Q (4963.290000 sec): 30 clusters
  Score: Raw -117600962.997859 + Penalty 97865.897402 = -117503097.100457
  nChanged 101
Writing temp clu file 
Because OldScore, -117503092.380001, is greater than current (better) Score,-117503097.100457 
 Compute initial score before splitting:   Score: Raw -117600962.997859 + Penalty 97865.897402 = -117503097.100457
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4963.450000 sec): 2 clusters
  Score: Raw -1044733.023530 + Penalty 2200.028897 = -1042532.994633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4963.470000 sec): 3 clusters
  Score: Raw -1041102.376651 + Penalty 4400.057795 = -1036702.318856
  nChanged 2803
		SP:Iteration 1F (4963.500000 sec): 3 clusters
  Score: Raw -1042666.443963 + Penalty 4400.057795 = -1038266.386168
  nChanged 470
		SP:Iteration 2F (4963.520000 sec): 3 clusters
  Score: Raw -1042886.605049 + Penalty 4400.057795 = -1038486.547254
  nChanged 325
		SP:Iteration 3Q (4963.550000 sec): 3 clusters
  Score: Raw -1043027.003872 + Penalty 4400.057795 = -1038626.946077
  nChanged 259
		SP:Iteration 4Q (4963.580000 sec): 3 clusters
  Score: Raw -1043144.281213 + Penalty 4400.057795 = -1038744.223418
  nChanged 225
		SP:Iteration 5Q (4963.600000 sec): 3 clusters
  Score: Raw -1043241.242948 + Penalty 4400.057795 = -1038841.185153
  nChanged 177
		SP:Iteration 6Q (4963.630000 sec): 3 clusters
  Score: Raw -1043309.999806 + Penalty 4400.057795 = -1038909.942012
  nChanged 142
		SP:Iteration 7Q (4963.650000 sec): 3 clusters
  Score: Raw -1043368.433676 + Penalty 4400.057795 = -1038968.375881
  nChanged 130
		SP:Iteration 8Q (4963.680000 sec): 3 clusters
  Score: Raw -1043424.487800 + Penalty 4400.057795 = -1039024.430005
  nChanged 135
		SP:Iteration 9Q (4963.700000 sec): 3 clusters
  Score: Raw -1043487.295056 + Penalty 4400.057795 = -1039087.237261
  nChanged 144
		SP:Iteration 10Q (4963.730000 sec): 3 clusters
  Score: Raw -1043553.958211 + Penalty 4400.057795 = -1039153.900416
  nChanged 154
		SP:Iteration 11Q (4963.750000 sec): 3 clusters
  Score: Raw -1043624.042754 + Penalty 4400.057795 = -1039223.984959
  nChanged 146
		SP:Iteration 12Q (4963.780000 sec): 3 clusters
  Score: Raw -1043696.271649 + Penalty 4400.057795 = -1039296.213854
  nChanged 157
		SP:Iteration 13Q (4963.800000 sec): 3 clusters
  Score: Raw -1043785.173803 + Penalty 4400.057795 = -1039385.116008
  nChanged 164
		SP:Iteration 14Q (4963.830000 sec): 3 clusters
  Score: Raw -1043886.265200 + Penalty 4400.057795 = -1039486.207405
  nChanged 177
		SP:Iteration 15Q (4963.860000 sec): 3 clusters
  Score: Raw -1043995.800675 + Penalty 4400.057795 = -1039595.742880
  nChanged 193
		SP:Iteration 16Q (4963.880000 sec): 3 clusters
  Score: Raw -1044110.133372 + Penalty 4400.057795 = -1039710.075577
  nChanged 179
		SP:Iteration 17Q (4963.900000 sec): 3 clusters
  Score: Raw -1044208.298858 + Penalty 4400.057795 = -1039808.241063
  nChanged 161
		SP:Iteration 18Q (4963.930000 sec): 3 clusters
  Score: Raw -1044291.380890 + Penalty 4400.057795 = -1039891.323095
  nChanged 160
		SP:Iteration 19Q (4963.950000 sec): 3 clusters
  Score: Raw -1044382.068280 + Penalty 4400.057795 = -1039982.010485
  nChanged 155
		SP:Iteration 20F (4963.980000 sec): 3 clusters
  Score: Raw -1044461.287800 + Penalty 4400.057795 = -1040061.230005
  nChanged 114
		SP:Iteration 21Q (4964.000000 sec): 3 clusters
  Score: Raw -1044511.917430 + Penalty 4400.057795 = -1040111.859635
  nChanged 94
		SP:Iteration 22Q (4964.020000 sec): 3 clusters
  Score: Raw -1044553.019839 + Penalty 4400.057795 = -1040152.962044
  nChanged 91
		SP:Iteration 23Q (4964.040000 sec): 3 clusters
  Score: Raw -1044588.796925 + Penalty 4400.057795 = -1040188.739130
  nChanged 80
		SP:Iteration 24Q (4964.070000 sec): 3 clusters
  Score: Raw -1044620.546184 + Penalty 4400.057795 = -1040220.488389
  nChanged 66
		SP:Iteration 25Q (4964.090000 sec): 3 clusters
  Score: Raw -1044643.716844 + Penalty 4400.057795 = -1040243.659049
  nChanged 68
		SP:Iteration 26Q (4964.120000 sec): 3 clusters
  Score: Raw -1044667.578828 + Penalty 4400.057795 = -1040267.521033
  nChanged 51
		SP:Iteration 27Q (4964.140000 sec): 3 clusters
  Score: Raw -1044683.042038 + Penalty 4400.057795 = -1040282.984243
  nChanged 44
		SP:Iteration 28Q (4964.160000 sec): 3 clusters
  Score: Raw -1044696.140105 + Penalty 4400.057795 = -1040296.082310
  nChanged 37
		SP:Iteration 29Q (4964.180000 sec): 3 clusters
  Score: Raw -1044708.006601 + Penalty 4400.057795 = -1040307.948806
  nChanged 30
		SP:Iteration 30Q (4964.210000 sec): 3 clusters
  Score: Raw -1044718.531807 + Penalty 4400.057795 = -1040318.474012
  nChanged 30
		SP:Iteration 31Q (4964.230000 sec): 3 clusters
  Score: Raw -1044730.120090 + Penalty 4400.057795 = -1040330.062295
  nChanged 34
		SP:Iteration 32Q (4964.250000 sec): 3 clusters
  Score: Raw -1044740.204715 + Penalty 4400.057795 = -1040340.146920
  nChanged 35
		SP:Iteration 33Q (4964.280000 sec): 3 clusters
  Score: Raw -1044751.366946 + Penalty 4400.057795 = -1040351.309151
  nChanged 33
		SP:Iteration 34Q (4964.300000 sec): 3 clusters
  Score: Raw -1044761.780462 + Penalty 4400.057795 = -1040361.722667
  nChanged 28
		SP:Iteration 35Q (4964.320000 sec): 3 clusters
  Score: Raw -1044771.551721 + Penalty 4400.057795 = -1040371.493926
  nChanged 31
		SP:Iteration 36Q (4964.340000 sec): 3 clusters
  Score: Raw -1044782.733139 + Penalty 4400.057795 = -1040382.675344
  nChanged 30
		SP:Iteration 37Q (4964.360000 sec): 3 clusters
  Score: Raw -1044792.094986 + Penalty 4400.057795 = -1040392.037191
  nChanged 27
		SP:Iteration 38Q (4964.390000 sec): 3 clusters
  Score: Raw -1044800.875533 + Penalty 4400.057795 = -1040400.817738
  nChanged 35
		SP:Iteration 39Q (4964.410000 sec): 3 clusters
  Score: Raw -1044810.770359 + Penalty 4400.057795 = -1040410.712564
  nChanged 24
		SP:Iteration 40F (4964.440000 sec): 3 clusters
  Score: Raw -1044818.577221 + Penalty 4400.057795 = -1040418.519426
  nChanged 27
		SP:Iteration 41Q (4964.460000 sec): 3 clusters
  Score: Raw -1044828.188909 + Penalty 4400.057795 = -1040428.131114
  nChanged 31
		SP:Iteration 42Q (4964.480000 sec): 3 clusters
  Score: Raw -1044840.549439 + Penalty 4400.057795 = -1040440.491644
  nChanged 32
		SP:Iteration 43Q (4964.510000 sec): 3 clusters
  Score: Raw -1044852.968202 + Penalty 4400.057795 = -1040452.910407
  nChanged 31
		SP:Iteration 44Q (4964.530000 sec): 3 clusters
  Score: Raw -1044865.918042 + Penalty 4400.057795 = -1040465.860247
  nChanged 35
		SP:Iteration 45Q (4964.550000 sec): 3 clusters
  Score: Raw -1044879.466691 + Penalty 4400.057795 = -1040479.408896
  nChanged 31
		SP:Iteration 46Q (4964.580000 sec): 3 clusters
  Score: Raw -1044891.578050 + Penalty 4400.057795 = -1040491.520255
  nChanged 30
		SP:Iteration 47Q (4964.600000 sec): 3 clusters
  Score: Raw -1044901.036375 + Penalty 4400.057795 = -1040500.978580
  nChanged 25
		SP:Iteration 48Q (4964.620000 sec): 3 clusters
  Score: Raw -1044908.799873 + Penalty 4400.057795 = -1040508.742078
  nChanged 25
		SP:Iteration 49Q (4964.640000 sec): 3 clusters
  Score: Raw -1044917.070502 + Penalty 4400.057795 = -1040517.012707
  nChanged 20
		SP:Iteration 50Q (4964.670000 sec): 3 clusters
  Score: Raw -1044923.206751 + Penalty 4400.057795 = -1040523.148956
  nChanged 13
		SP:Iteration 51Q (4964.690000 sec): 3 clusters
  Score: Raw -1044928.381089 + Penalty 4400.057795 = -1040528.323294
  nChanged 13
		SP:Iteration 52Q (4964.710000 sec): 3 clusters
  Score: Raw -1044932.613411 + Penalty 4400.057795 = -1040532.555616
  nChanged 8
		SP:Iteration 53Q (4964.730000 sec): 3 clusters
  Score: Raw -1044935.429019 + Penalty 4400.057795 = -1040535.371224
  nChanged 7
		SP:Iteration 54Q (4964.750000 sec): 3 clusters
  Score: Raw -1044937.630326 + Penalty 4400.057795 = -1040537.572532
  nChanged 9
		SP:Iteration 55Q (4964.770000 sec): 3 clusters
  Score: Raw -1044942.648733 + Penalty 4400.057795 = -1040542.590938
  nChanged 10
		SP:Iteration 56Q (4964.790000 sec): 3 clusters
  Score: Raw -1044944.934759 + Penalty 4400.057795 = -1040544.876964
  nChanged 4
		SP:Iteration 57Q (4964.820000 sec): 3 clusters
  Score: Raw -1044945.972970 + Penalty 4400.057795 = -1040545.915175
  nChanged 1
		SP:Iteration 58Q (4964.840000 sec): 3 clusters
  Score: Raw -1044946.336858 + Penalty 4400.057795 = -1040546.279063
  nChanged 0
		SP:Iteration 59F (4964.870000 sec): 3 clusters
  Score: Raw -1044946.336858 + Penalty 4400.057795 = -1040546.279063
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4964.890000 sec): 2 clusters
  Score: Raw -1037330.277472 + Penalty 2201.971013 = -1035128.306458
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4964.910000 sec): 3 clusters
  Score: Raw -1033686.248270 + Penalty 4403.942027 = -1029282.306243
  nChanged 2833
		SP:Iteration 1F (4964.940000 sec): 3 clusters
  Score: Raw -1035214.515235 + Penalty 4403.942027 = -1030810.573208
  nChanged 523
		SP:Iteration 2F (4964.970000 sec): 3 clusters
  Score: Raw -1035535.384742 + Penalty 4403.942027 = -1031131.442715
  nChanged 409
		SP:Iteration 3F (4964.990000 sec): 3 clusters
  Score: Raw -1035743.588208 + Penalty 4403.942027 = -1031339.646181
  nChanged 323
		SP:Iteration 4Q (4965.020000 sec): 3 clusters
  Score: Raw -1035917.995691 + Penalty 4403.942027 = -1031514.053664
  nChanged 280
		SP:Iteration 5Q (4965.050000 sec): 3 clusters
  Score: Raw -1036063.584021 + Penalty 4403.942027 = -1031659.641994
  nChanged 247
		SP:Iteration 6Q (4965.070000 sec): 3 clusters
  Score: Raw -1036188.439368 + Penalty 4403.942027 = -1031784.497341
  nChanged 217
		SP:Iteration 7Q (4965.100000 sec): 3 clusters
  Score: Raw -1036287.339489 + Penalty 4403.942027 = -1031883.397462
  nChanged 185
		SP:Iteration 8Q (4965.120000 sec): 3 clusters
  Score: Raw -1036372.304372 + Penalty 4403.942027 = -1031968.362345
  nChanged 171
		SP:Iteration 9Q (4965.150000 sec): 3 clusters
  Score: Raw -1036459.000126 + Penalty 4403.942027 = -1032055.058099
  nChanged 181
		SP:Iteration 10Q (4965.170000 sec): 3 clusters
  Score: Raw -1036547.813267 + Penalty 4403.942027 = -1032143.871240
  nChanged 172
		SP:Iteration 11Q (4965.200000 sec): 3 clusters
  Score: Raw -1036640.647620 + Penalty 4403.942027 = -1032236.705593
  nChanged 177
		SP:Iteration 12Q (4965.230000 sec): 3 clusters
  Score: Raw -1036733.726208 + Penalty 4403.942027 = -1032329.784182
  nChanged 151
		SP:Iteration 13Q (4965.250000 sec): 3 clusters
  Score: Raw -1036820.347964 + Penalty 4403.942027 = -1032416.405937
  nChanged 166
		SP:Iteration 14Q (4965.280000 sec): 3 clusters
  Score: Raw -1036908.399679 + Penalty 4403.942027 = -1032504.457652
  nChanged 141
		SP:Iteration 15Q (4965.300000 sec): 3 clusters
  Score: Raw -1036973.762324 + Penalty 4403.942027 = -1032569.820297
  nChanged 119
		SP:Iteration 16Q (4965.330000 sec): 3 clusters
  Score: Raw -1037025.809378 + Penalty 4403.942027 = -1032621.867351
  nChanged 110
		SP:Iteration 17Q (4965.350000 sec): 3 clusters
  Score: Raw -1037077.322982 + Penalty 4403.942027 = -1032673.380956
  nChanged 115
		SP:Iteration 18Q (4965.380000 sec): 3 clusters
  Score: Raw -1037134.960494 + Penalty 4403.942027 = -1032731.018468
  nChanged 107
		SP:Iteration 19Q (4965.400000 sec): 3 clusters
  Score: Raw -1037185.084497 + Penalty 4403.942027 = -1032781.142470
  nChanged 78
		SP:Iteration 20F (4965.430000 sec): 3 clusters
  Score: Raw -1037220.384250 + Penalty 4403.942027 = -1032816.442223
  nChanged 86
		SP:Iteration 21Q (4965.450000 sec): 3 clusters
  Score: Raw -1037259.538182 + Penalty 4403.942027 = -1032855.596155
  nChanged 70
		SP:Iteration 22Q (4965.480000 sec): 3 clusters
  Score: Raw -1037288.610726 + Penalty 4403.942027 = -1032884.668699
  nChanged 70
		SP:Iteration 23Q (4965.500000 sec): 3 clusters
  Score: Raw -1037317.222099 + Penalty 4403.942027 = -1032913.280072
  nChanged 63
		SP:Iteration 24Q (4965.530000 sec): 3 clusters
  Score: Raw -1037343.862508 + Penalty 4403.942027 = -1032939.920481
  nChanged 62
		SP:Iteration 25Q (4965.550000 sec): 3 clusters
  Score: Raw -1037368.810738 + Penalty 4403.942027 = -1032964.868711
  nChanged 50
		SP:Iteration 26Q (4965.570000 sec): 3 clusters
  Score: Raw -1037385.158080 + Penalty 4403.942027 = -1032981.216053
  nChanged 37
		SP:Iteration 27Q (4965.600000 sec): 3 clusters
  Score: Raw -1037395.529632 + Penalty 4403.942027 = -1032991.587605
  nChanged 26
		SP:Iteration 28Q (4965.620000 sec): 3 clusters
  Score: Raw -1037404.403926 + Penalty 4403.942027 = -1033000.461899
  nChanged 26
		SP:Iteration 29Q (4965.650000 sec): 3 clusters
  Score: Raw -1037411.261120 + Penalty 4403.942027 = -1033007.319094
  nChanged 18
		SP:Iteration 30Q (4965.670000 sec): 3 clusters
  Score: Raw -1037415.505055 + Penalty 4403.942027 = -1033011.563028
  nChanged 11
		SP:Iteration 31Q (4965.690000 sec): 3 clusters
  Score: Raw -1037418.481281 + Penalty 4403.942027 = -1033014.539254
  nChanged 6
		SP:Iteration 32Q (4965.720000 sec): 3 clusters
  Score: Raw -1037420.004758 + Penalty 4403.942027 = -1033016.062731
  nChanged 4
		SP:Iteration 33Q (4965.740000 sec): 3 clusters
  Score: Raw -1037420.785602 + Penalty 4403.942027 = -1033016.843575
  nChanged 2
		SP:Iteration 34Q (4965.760000 sec): 3 clusters
  Score: Raw -1037421.051070 + Penalty 4403.942027 = -1033017.109043
  nChanged 1
		SP:Iteration 35Q (4965.790000 sec): 3 clusters
  Score: Raw -1037421.151501 + Penalty 4403.942027 = -1033017.209474
  nChanged 1
		SP:Iteration 36Q (4965.810000 sec): 3 clusters
  Score: Raw -1037421.212957 + Penalty 4403.942027 = -1033017.270930
  nChanged 0
		SP:Iteration 37F (4965.840000 sec): 3 clusters
  Score: Raw -1037421.212957 + Penalty 4403.942027 = -1033017.270930
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (26943 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4965.930000 sec): 2 clusters
  Score: Raw -3981165.772078 + Penalty 2529.966743 = -3978635.805335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4966.030000 sec): 3 clusters
  Score: Raw -3965119.575611 + Penalty 5059.933486 = -3960059.642125
  nChanged 11984
		SP:Iteration 1F (4966.130000 sec): 3 clusters
  Score: Raw -3971637.934159 + Penalty 5059.933486 = -3966578.000673
  nChanged 1358
		SP:Iteration 2F (4966.220000 sec): 3 clusters
  Score: Raw -3972101.859885 + Penalty 5059.933486 = -3967041.926399
  nChanged 1250
		SP:Iteration 3Q (4966.320000 sec): 3 clusters
  Score: Raw -3972537.086584 + Penalty 5059.933486 = -3967477.153098
  nChanged 1208
		SP:Iteration 4Q (4966.420000 sec): 3 clusters
  Score: Raw -3972981.763821 + Penalty 5059.933486 = -3967921.830335
  nChanged 1202
		SP:Iteration 5Q (4966.520000 sec): 3 clusters
  Score: Raw -3973480.584275 + Penalty 5059.933486 = -3968420.650789
  nChanged 1290
		SP:Iteration 6Q (4966.620000 sec): 3 clusters
  Score: Raw -3974103.334514 + Penalty 5059.933486 = -3969043.401028
  nChanged 1505
		SP:Iteration 7F (4966.710000 sec): 3 clusters
  Score: Raw -3974984.144797 + Penalty 5059.933486 = -3969924.211311
  nChanged 1612
		SP:Iteration 8F (4966.810000 sec): 3 clusters
  Score: Raw -3976099.678488 + Penalty 5059.933486 = -3971039.745002
  nChanged 1639
		SP:Iteration 9F (4966.910000 sec): 3 clusters
  Score: Raw -3977322.264539 + Penalty 5059.933486 = -3972262.331053
  nChanged 1422
		SP:Iteration 10F (4967.000000 sec): 3 clusters
  Score: Raw -3978488.526807 + Penalty 5059.933486 = -3973428.593321
  nChanged 1142
		SP:Iteration 11Q (4967.100000 sec): 3 clusters
  Score: Raw -3979484.327321 + Penalty 5059.933486 = -3974424.393835
  nChanged 792
		SP:Iteration 12Q (4967.190000 sec): 3 clusters
  Score: Raw -3980165.842174 + Penalty 5059.933486 = -3975105.908688
  nChanged 530
		SP:Iteration 13Q (4967.280000 sec): 3 clusters
  Score: Raw -3980593.478887 + Penalty 5059.933486 = -3975533.545401
  nChanged 374
		SP:Iteration 14Q (4967.360000 sec): 3 clusters
  Score: Raw -3980874.889730 + Penalty 5059.933486 = -3975814.956244
  nChanged 272
		SP:Iteration 15Q (4967.440000 sec): 3 clusters
  Score: Raw -3981055.986332 + Penalty 5059.933486 = -3975996.052846
  nChanged 201
		SP:Iteration 16Q (4967.520000 sec): 3 clusters
  Score: Raw -3981179.888530 + Penalty 5059.933486 = -3976119.955044
  nChanged 172
		SP:Iteration 17Q (4967.590000 sec): 3 clusters
  Score: Raw -3981272.460514 + Penalty 5059.933486 = -3976212.527028
  nChanged 126
		SP:Iteration 18Q (4967.660000 sec): 3 clusters
  Score: Raw -3981329.495660 + Penalty 5059.933486 = -3976269.562174
  nChanged 92
		SP:Iteration 19Q (4967.740000 sec): 3 clusters
  Score: Raw -3981375.130423 + Penalty 5059.933486 = -3976315.196937
  nChanged 72
		SP:Iteration 20F (4967.840000 sec): 3 clusters
  Score: Raw -3981406.612771 + Penalty 5059.933486 = -3976346.679285
  nChanged 63
		SP:Iteration 21Q (4967.910000 sec): 3 clusters
  Score: Raw -3981429.977098 + Penalty 5059.933486 = -3976370.043612
  nChanged 56
		SP:Iteration 22Q (4967.980000 sec): 3 clusters
  Score: Raw -3981448.063907 + Penalty 5059.933486 = -3976388.130421
  nChanged 33
		SP:Iteration 23Q (4968.050000 sec): 3 clusters
  Score: Raw -3981457.735616 + Penalty 5059.933486 = -3976397.802130
  nChanged 24
		SP:Iteration 24Q (4968.120000 sec): 3 clusters
  Score: Raw -3981465.970727 + Penalty 5059.933486 = -3976406.037241
  nChanged 30
		SP:Iteration 25Q (4968.200000 sec): 3 clusters
  Score: Raw -3981476.498315 + Penalty 5059.933486 = -3976416.564829
  nChanged 24
		SP:Iteration 26Q (4968.270000 sec): 3 clusters
  Score: Raw -3981483.844158 + Penalty 5059.933486 = -3976423.910672
  nChanged 26
		SP:Iteration 27Q (4968.340000 sec): 3 clusters
  Score: Raw -3981492.919532 + Penalty 5059.933486 = -3976432.986046
  nChanged 22
		SP:Iteration 28Q (4968.410000 sec): 3 clusters
  Score: Raw -3981500.351982 + Penalty 5059.933486 = -3976440.418496
  nChanged 16
		SP:Iteration 29Q (4968.480000 sec): 3 clusters
  Score: Raw -3981506.181627 + Penalty 5059.933486 = -3976446.248141
  nChanged 18
		SP:Iteration 30Q (4968.560000 sec): 3 clusters
  Score: Raw -3981510.946644 + Penalty 5059.933486 = -3976451.013158
  nChanged 14
		SP:Iteration 31Q (4968.630000 sec): 3 clusters
  Score: Raw -3981515.186101 + Penalty 5059.933486 = -3976455.252615
  nChanged 11
		SP:Iteration 32Q (4968.700000 sec): 3 clusters
  Score: Raw -3981518.157056 + Penalty 5059.933486 = -3976458.223570
  nChanged 14
		SP:Iteration 33Q (4968.770000 sec): 3 clusters
  Score: Raw -3981521.944017 + Penalty 5059.933486 = -3976462.010531
  nChanged 6
		SP:Iteration 34Q (4968.840000 sec): 3 clusters
  Score: Raw -3981523.471351 + Penalty 5059.933486 = -3976463.537865
  nChanged 10
		SP:Iteration 35Q (4968.910000 sec): 3 clusters
  Score: Raw -3981526.374772 + Penalty 5059.933486 = -3976466.441286
  nChanged 6
		SP:Iteration 36Q (4968.980000 sec): 3 clusters
  Score: Raw -3981528.647652 + Penalty 5059.933486 = -3976468.714166
  nChanged 7
		SP:Iteration 37Q (4969.060000 sec): 3 clusters
  Score: Raw -3981531.709647 + Penalty 5059.933486 = -3976471.776161
  nChanged 8
		SP:Iteration 38Q (4969.120000 sec): 3 clusters
  Score: Raw -3981534.220881 + Penalty 5059.933486 = -3976474.287395
  nChanged 6
		SP:Iteration 39Q (4969.200000 sec): 3 clusters
  Score: Raw -3981536.196607 + Penalty 5059.933486 = -3976476.263121
  nChanged 7
		SP:Iteration 40F (4969.290000 sec): 3 clusters
  Score: Raw -3981538.329531 + Penalty 5059.933486 = -3976478.396045
  nChanged 7
		SP:Iteration 41Q (4969.360000 sec): 3 clusters
  Score: Raw -3981539.818556 + Penalty 5059.933486 = -3976479.885070
  nChanged 2
		SP:Iteration 42Q (4969.440000 sec): 3 clusters
  Score: Raw -3981540.460240 + Penalty 5059.933486 = -3976480.526754
  nChanged 2
		SP:Iteration 43Q (4969.500000 sec): 3 clusters
  Score: Raw -3981541.049012 + Penalty 5059.933486 = -3976481.115526
  nChanged 4
		SP:Iteration 44Q (4969.580000 sec): 3 clusters
  Score: Raw -3981541.928637 + Penalty 5059.933486 = -3976481.995151
  nChanged 2
		SP:Iteration 45Q (4969.650000 sec): 3 clusters
  Score: Raw -3981542.161754 + Penalty 5059.933486 = -3976482.228268
  nChanged 2
		SP:Iteration 46Q (4969.720000 sec): 3 clusters
  Score: Raw -3981542.574127 + Penalty 5059.933486 = -3976482.640641
  nChanged 1
		SP:Iteration 47Q (4969.790000 sec): 3 clusters
  Score: Raw -3981542.836466 + Penalty 5059.933486 = -3976482.902980
  nChanged 0
		SP:Iteration 48F (4969.880000 sec): 3 clusters
  Score: Raw -3981542.836466 + Penalty 5059.933486 = -3976482.902980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (23767 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4969.960000 sec): 2 clusters
  Score: Raw -3294358.032165 + Penalty 2498.861229 = -3291859.170936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4970.050000 sec): 3 clusters
  Score: Raw -3280411.202659 + Penalty 4997.722458 = -3275413.480201
  nChanged 10489
		SP:Iteration 1F (4970.130000 sec): 3 clusters
  Score: Raw -3286291.937925 + Penalty 4997.722458 = -3281294.215467
  nChanged 1387
		SP:Iteration 2F (4970.220000 sec): 3 clusters
  Score: Raw -3286874.960406 + Penalty 4997.722458 = -3281877.237948
  nChanged 1253
		SP:Iteration 3F (4970.300000 sec): 3 clusters
  Score: Raw -3287450.167960 + Penalty 4997.722458 = -3282452.445502
  nChanged 1223
		SP:Iteration 4F (4970.390000 sec): 3 clusters
  Score: Raw -3288061.621820 + Penalty 4997.722458 = -3283063.899362
  nChanged 1210
		SP:Iteration 5F (4970.480000 sec): 3 clusters
  Score: Raw -3288697.863088 + Penalty 4997.722458 = -3283700.140630
  nChanged 1212
		SP:Iteration 6F (4970.560000 sec): 3 clusters
  Score: Raw -3289334.378722 + Penalty 4997.722458 = -3284336.656264
  nChanged 1167
		SP:Iteration 7Q (4970.650000 sec): 3 clusters
  Score: Raw -3290010.520889 + Penalty 4997.722458 = -3285012.798430
  nChanged 1120
		SP:Iteration 8Q (4970.740000 sec): 3 clusters
  Score: Raw -3290720.533349 + Penalty 4997.722458 = -3285722.810891
  nChanged 1049
		SP:Iteration 9Q (4970.820000 sec): 3 clusters
  Score: Raw -3291473.662014 + Penalty 4997.722458 = -3286475.939556
  nChanged 1000
		SP:Iteration 10Q (4970.910000 sec): 3 clusters
  Score: Raw -3292137.232188 + Penalty 4997.722458 = -3287139.509730
  nChanged 837
		SP:Iteration 11Q (4971.000000 sec): 3 clusters
  Score: Raw -3292570.676624 + Penalty 4997.722458 = -3287572.954166
  nChanged 597
		SP:Iteration 12Q (4971.080000 sec): 3 clusters
  Score: Raw -3292825.272422 + Penalty 4997.722458 = -3287827.549963
  nChanged 429
		SP:Iteration 13Q (4971.170000 sec): 3 clusters
  Score: Raw -3292981.574280 + Penalty 4997.722458 = -3287983.851822
  nChanged 309
		SP:Iteration 14Q (4971.250000 sec): 3 clusters
  Score: Raw -3293079.874482 + Penalty 4997.722458 = -3288082.152024
  nChanged 248
		SP:Iteration 15Q (4971.330000 sec): 3 clusters
  Score: Raw -3293156.296166 + Penalty 4997.722458 = -3288158.573708
  nChanged 221
		SP:Iteration 16Q (4971.410000 sec): 3 clusters
  Score: Raw -3293217.835515 + Penalty 4997.722458 = -3288220.113057
  nChanged 198
		SP:Iteration 17Q (4971.490000 sec): 3 clusters
  Score: Raw -3293274.322799 + Penalty 4997.722458 = -3288276.600341
  nChanged 199
		SP:Iteration 18Q (4971.570000 sec): 3 clusters
  Score: Raw -3293330.934698 + Penalty 4997.722458 = -3288333.212240
  nChanged 190
		SP:Iteration 19Q (4971.650000 sec): 3 clusters
  Score: Raw -3293379.551605 + Penalty 4997.722458 = -3288381.829147
  nChanged 178
		SP:Iteration 20F (4971.740000 sec): 3 clusters
  Score: Raw -3293427.771725 + Penalty 4997.722458 = -3288430.049267
  nChanged 191
		SP:Iteration 21Q (4971.820000 sec): 3 clusters
  Score: Raw -3293476.841525 + Penalty 4997.722458 = -3288479.119067
  nChanged 176
		SP:Iteration 22Q (4971.890000 sec): 3 clusters
  Score: Raw -3293524.697257 + Penalty 4997.722458 = -3288526.974799
  nChanged 171
		SP:Iteration 23Q (4971.970000 sec): 3 clusters
  Score: Raw -3293573.431634 + Penalty 4997.722458 = -3288575.709176
  nChanged 177
		SP:Iteration 24Q (4972.050000 sec): 3 clusters
  Score: Raw -3293622.391185 + Penalty 4997.722458 = -3288624.668727
  nChanged 185
		SP:Iteration 25Q (4972.120000 sec): 3 clusters
  Score: Raw -3293671.720230 + Penalty 4997.722458 = -3288673.997772
  nChanged 162
		SP:Iteration 26Q (4972.200000 sec): 3 clusters
  Score: Raw -3293714.827341 + Penalty 4997.722458 = -3288717.104883
  nChanged 154
		SP:Iteration 27Q (4972.280000 sec): 3 clusters
  Score: Raw -3293755.558027 + Penalty 4997.722458 = -3288757.835569
  nChanged 156
		SP:Iteration 28Q (4972.360000 sec): 3 clusters
  Score: Raw -3293797.326565 + Penalty 4997.722458 = -3288799.604107
  nChanged 140
		SP:Iteration 29Q (4972.430000 sec): 3 clusters
  Score: Raw -3293837.004945 + Penalty 4997.722458 = -3288839.282487
  nChanged 160
		SP:Iteration 30Q (4972.500000 sec): 3 clusters
  Score: Raw -3293882.947438 + Penalty 4997.722458 = -3288885.224980
  nChanged 147
		SP:Iteration 31Q (4972.580000 sec): 3 clusters
  Score: Raw -3293927.775611 + Penalty 4997.722458 = -3288930.053153
  nChanged 140
		SP:Iteration 32Q (4972.660000 sec): 3 clusters
  Score: Raw -3293972.041375 + Penalty 4997.722458 = -3288974.318917
  nChanged 154
		SP:Iteration 33Q (4972.730000 sec): 3 clusters
  Score: Raw -3294026.539116 + Penalty 4997.722458 = -3289028.816657
  nChanged 148
		SP:Iteration 34Q (4972.800000 sec): 3 clusters
  Score: Raw -3294080.903628 + Penalty 4997.722458 = -3289083.181170
  nChanged 152
		SP:Iteration 35Q (4972.880000 sec): 3 clusters
  Score: Raw -3294131.201053 + Penalty 4997.722458 = -3289133.478595
  nChanged 132
		SP:Iteration 36Q (4972.950000 sec): 3 clusters
  Score: Raw -3294172.272618 + Penalty 4997.722458 = -3289174.550160
  nChanged 142
		SP:Iteration 37Q (4973.020000 sec): 3 clusters
  Score: Raw -3294227.353149 + Penalty 4997.722458 = -3289229.630691
  nChanged 124
		SP:Iteration 38Q (4973.090000 sec): 3 clusters
  Score: Raw -3294273.102184 + Penalty 4997.722458 = -3289275.379726
  nChanged 116
		SP:Iteration 39Q (4973.160000 sec): 3 clusters
  Score: Raw -3294311.716342 + Penalty 4997.722458 = -3289313.993884
  nChanged 117
		SP:Iteration 40F (4973.250000 sec): 3 clusters
  Score: Raw -3294351.650196 + Penalty 4997.722458 = -3289353.927738
  nChanged 116
		SP:Iteration 41Q (4973.320000 sec): 3 clusters
  Score: Raw -3294385.180814 + Penalty 4997.722458 = -3289387.458356
  nChanged 113
		SP:Iteration 42Q (4973.390000 sec): 3 clusters
  Score: Raw -3294418.576447 + Penalty 4997.722458 = -3289420.853989
  nChanged 108
		SP:Iteration 43Q (4973.460000 sec): 3 clusters
  Score: Raw -3294448.237023 + Penalty 4997.722458 = -3289450.514565
  nChanged 97
		SP:Iteration 44Q (4973.530000 sec): 3 clusters
  Score: Raw -3294475.095160 + Penalty 4997.722458 = -3289477.372702
  nChanged 80
		SP:Iteration 45Q (4973.600000 sec): 3 clusters
  Score: Raw -3294496.733304 + Penalty 4997.722458 = -3289499.010845
  nChanged 70
		SP:Iteration 46Q (4973.670000 sec): 3 clusters
  Score: Raw -3294515.991697 + Penalty 4997.722458 = -3289518.269239
  nChanged 69
		SP:Iteration 47Q (4973.740000 sec): 3 clusters
  Score: Raw -3294533.118047 + Penalty 4997.722458 = -3289535.395589
  nChanged 67
		SP:Iteration 48Q (4973.810000 sec): 3 clusters
  Score: Raw -3294550.248669 + Penalty 4997.722458 = -3289552.526211
  nChanged 58
		SP:Iteration 49Q (4973.880000 sec): 3 clusters
  Score: Raw -3294564.419219 + Penalty 4997.722458 = -3289566.696761
  nChanged 50
		SP:Iteration 50Q (4973.950000 sec): 3 clusters
  Score: Raw -3294575.740965 + Penalty 4997.722458 = -3289578.018507
  nChanged 53
		SP:Iteration 51Q (4974.020000 sec): 3 clusters
  Score: Raw -3294587.998768 + Penalty 4997.722458 = -3289590.276310
  nChanged 53
		SP:Iteration 52Q (4974.080000 sec): 3 clusters
  Score: Raw -3294601.112615 + Penalty 4997.722458 = -3289603.390157
  nChanged 51
		SP:Iteration 53Q (4974.160000 sec): 3 clusters
  Score: Raw -3294614.173597 + Penalty 4997.722458 = -3289616.451139
  nChanged 65
		SP:Iteration 54Q (4974.220000 sec): 3 clusters
  Score: Raw -3294634.556834 + Penalty 4997.722458 = -3289636.834375
  nChanged 67
		SP:Iteration 55Q (4974.290000 sec): 3 clusters
  Score: Raw -3294659.220970 + Penalty 4997.722458 = -3289661.498512
  nChanged 63
		SP:Iteration 56Q (4974.360000 sec): 3 clusters
  Score: Raw -3294677.208612 + Penalty 4997.722458 = -3289679.486154
  nChanged 61
		SP:Iteration 57Q (4974.430000 sec): 3 clusters
  Score: Raw -3294695.004947 + Penalty 4997.722458 = -3289697.282489
  nChanged 64
		SP:Iteration 58Q (4974.500000 sec): 3 clusters
  Score: Raw -3294715.950272 + Penalty 4997.722458 = -3289718.227814
  nChanged 66
		SP:Iteration 59Q (4974.560000 sec): 3 clusters
  Score: Raw -3294735.979040 + Penalty 4997.722458 = -3289738.256582
  nChanged 50
		SP:Iteration 60F (4974.650000 sec): 3 clusters
  Score: Raw -3294750.307870 + Penalty 4997.722458 = -3289752.585412
  nChanged 45
		SP:Iteration 61Q (4974.710000 sec): 3 clusters
  Score: Raw -3294762.159205 + Penalty 4997.722458 = -3289764.436747
  nChanged 31
		SP:Iteration 62Q (4974.780000 sec): 3 clusters
  Score: Raw -3294771.152008 + Penalty 4997.722458 = -3289773.429550
  nChanged 38
		SP:Iteration 63Q (4974.850000 sec): 3 clusters
  Score: Raw -3294782.050821 + Penalty 4997.722458 = -3289784.328363
  nChanged 39
		SP:Iteration 64Q (4974.920000 sec): 3 clusters
  Score: Raw -3294793.214363 + Penalty 4997.722458 = -3289795.491905
  nChanged 32
		SP:Iteration 65Q (4974.980000 sec): 3 clusters
  Score: Raw -3294802.742135 + Penalty 4997.722458 = -3289805.019676
  nChanged 37
		SP:Iteration 66Q (4975.050000 sec): 3 clusters
  Score: Raw -3294815.026998 + Penalty 4997.722458 = -3289817.304540
  nChanged 34
		SP:Iteration 67Q (4975.120000 sec): 3 clusters
  Score: Raw -3294826.992978 + Penalty 4997.722458 = -3289829.270520
  nChanged 33
		SP:Iteration 68Q (4975.180000 sec): 3 clusters
  Score: Raw -3294840.027180 + Penalty 4997.722458 = -3289842.304722
  nChanged 41
		SP:Iteration 69Q (4975.250000 sec): 3 clusters
  Score: Raw -3294856.562916 + Penalty 4997.722458 = -3289858.840458
  nChanged 45
		SP:Iteration 70Q (4975.310000 sec): 3 clusters
  Score: Raw -3294874.577941 + Penalty 4997.722458 = -3289876.855483
  nChanged 46
		SP:Iteration 71Q (4975.380000 sec): 3 clusters
  Score: Raw -3294893.351523 + Penalty 4997.722458 = -3289895.629065
  nChanged 46
		SP:Iteration 72Q (4975.440000 sec): 3 clusters
  Score: Raw -3294914.659944 + Penalty 4997.722458 = -3289916.937486
  nChanged 44
		SP:Iteration 73Q (4975.510000 sec): 3 clusters
  Score: Raw -3294932.245097 + Penalty 4997.722458 = -3289934.522639
  nChanged 39
		SP:Iteration 74Q (4975.580000 sec): 3 clusters
  Score: Raw -3294948.911186 + Penalty 4997.722458 = -3289951.188728
  nChanged 41
		SP:Iteration 75Q (4975.640000 sec): 3 clusters
  Score: Raw -3294967.499733 + Penalty 4997.722458 = -3289969.777275
  nChanged 37
		SP:Iteration 76Q (4975.710000 sec): 3 clusters
  Score: Raw -3294986.110763 + Penalty 4997.722458 = -3289988.388305
  nChanged 40
		SP:Iteration 77Q (4975.770000 sec): 3 clusters
  Score: Raw -3295006.301113 + Penalty 4997.722458 = -3290008.578655
  nChanged 38
		SP:Iteration 78Q (4975.840000 sec): 3 clusters
  Score: Raw -3295025.980297 + Penalty 4997.722458 = -3290028.257839
  nChanged 47
		SP:Iteration 79Q (4975.900000 sec): 3 clusters
  Score: Raw -3295044.077367 + Penalty 4997.722458 = -3290046.354909
  nChanged 33
		SP:Iteration 80F (4975.980000 sec): 3 clusters
  Score: Raw -3295055.205056 + Penalty 4997.722458 = -3290057.482598
  nChanged 23
		SP:Iteration 81Q (4976.050000 sec): 3 clusters
  Score: Raw -3295063.019424 + Penalty 4997.722458 = -3290065.296966
  nChanged 13
		SP:Iteration 82Q (4976.110000 sec): 3 clusters
  Score: Raw -3295067.118288 + Penalty 4997.722458 = -3290069.395830
  nChanged 13
		SP:Iteration 83Q (4976.180000 sec): 3 clusters
  Score: Raw -3295071.149739 + Penalty 4997.722458 = -3290073.427280
  nChanged 13
		SP:Iteration 84Q (4976.240000 sec): 3 clusters
  Score: Raw -3295074.656072 + Penalty 4997.722458 = -3290076.933614
  nChanged 14
		SP:Iteration 85Q (4976.300000 sec): 3 clusters
  Score: Raw -3295078.433340 + Penalty 4997.722458 = -3290080.710882
  nChanged 13
		SP:Iteration 86Q (4976.370000 sec): 3 clusters
  Score: Raw -3295081.805953 + Penalty 4997.722458 = -3290084.083495
  nChanged 11
		SP:Iteration 87Q (4976.430000 sec): 3 clusters
  Score: Raw -3295085.081532 + Penalty 4997.722458 = -3290087.359074
  nChanged 9
		SP:Iteration 88Q (4976.500000 sec): 3 clusters
  Score: Raw -3295088.329931 + Penalty 4997.722458 = -3290090.607473
  nChanged 8
		SP:Iteration 89Q (4976.560000 sec): 3 clusters
  Score: Raw -3295090.592209 + Penalty 4997.722458 = -3290092.869751
  nChanged 6
		SP:Iteration 90Q (4976.620000 sec): 3 clusters
  Score: Raw -3295092.435024 + Penalty 4997.722458 = -3290094.712566
  nChanged 9
		SP:Iteration 91Q (4976.690000 sec): 3 clusters
  Score: Raw -3295094.925311 + Penalty 4997.722458 = -3290097.202852
  nChanged 5
		SP:Iteration 92Q (4976.750000 sec): 3 clusters
  Score: Raw -3295095.971536 + Penalty 4997.722458 = -3290098.249078
  nChanged 2
		SP:Iteration 93Q (4976.820000 sec): 3 clusters
  Score: Raw -3295096.388493 + Penalty 4997.722458 = -3290098.666035
  nChanged 6
		SP:Iteration 94Q (4976.880000 sec): 3 clusters
  Score: Raw -3295098.324545 + Penalty 4997.722458 = -3290100.602087
  nChanged 7
		SP:Iteration 95Q (4976.940000 sec): 3 clusters
  Score: Raw -3295100.512167 + Penalty 4997.722458 = -3290102.789709
  nChanged 9
		SP:Iteration 96Q (4977.010000 sec): 3 clusters
  Score: Raw -3295104.352768 + Penalty 4997.722458 = -3290106.630310
  nChanged 7
		SP:Iteration 97Q (4977.070000 sec): 3 clusters
  Score: Raw -3295106.377606 + Penalty 4997.722458 = -3290108.655147
  nChanged 6
		SP:Iteration 98Q (4977.140000 sec): 3 clusters
  Score: Raw -3295107.894823 + Penalty 4997.722458 = -3290110.172365
  nChanged 7
		SP:Iteration 99Q (4977.200000 sec): 3 clusters
  Score: Raw -3295109.368695 + Penalty 4997.722458 = -3290111.646237
  nChanged 5
		SP:Iteration 100F (4977.280000 sec): 3 clusters
  Score: Raw -3295110.792058 + Penalty 4997.722458 = -3290113.069600
  nChanged 8
		SP:Iteration 101Q (4977.350000 sec): 3 clusters
  Score: Raw -3295114.434470 + Penalty 4997.722458 = -3290116.712012
  nChanged 7
		SP:Iteration 102Q (4977.410000 sec): 3 clusters
  Score: Raw -3295116.190876 + Penalty 4997.722458 = -3290118.468418
  nChanged 4
		SP:Iteration 103Q (4977.470000 sec): 3 clusters
  Score: Raw -3295117.052804 + Penalty 4997.722458 = -3290119.330345
  nChanged 2
		SP:Iteration 104Q (4977.540000 sec): 3 clusters
  Score: Raw -3295117.589944 + Penalty 4997.722458 = -3290119.867486
  nChanged 1
		SP:Iteration 105Q (4977.600000 sec): 3 clusters
  Score: Raw -3295117.905964 + Penalty 4997.722458 = -3290120.183506
  nChanged 1
		SP:Iteration 106Q (4977.660000 sec): 3 clusters
  Score: Raw -3295118.487200 + Penalty 4997.722458 = -3290120.764742
  nChanged 3
		SP:Iteration 107Q (4977.730000 sec): 3 clusters
  Score: Raw -3295119.742618 + Penalty 4997.722458 = -3290122.020160
  nChanged 5
		SP:Iteration 108Q (4977.790000 sec): 3 clusters
  Score: Raw -3295120.861566 + Penalty 4997.722458 = -3290123.139108
  nChanged 3
		SP:Iteration 109Q (4977.860000 sec): 3 clusters
  Score: Raw -3295122.083957 + Penalty 4997.722458 = -3290124.361499
  nChanged 7
		SP:Iteration 110Q (4977.920000 sec): 3 clusters
  Score: Raw -3295125.261923 + Penalty 4997.722458 = -3290127.539465
  nChanged 8
		SP:Iteration 111Q (4977.980000 sec): 3 clusters
  Score: Raw -3295128.816742 + Penalty 4997.722458 = -3290131.094284
  nChanged 10
		SP:Iteration 112Q (4978.040000 sec): 3 clusters
  Score: Raw -3295132.360811 + Penalty 4997.722458 = -3290134.638353
  nChanged 5
		SP:Iteration 113Q (4978.110000 sec): 3 clusters
  Score: Raw -3295133.501063 + Penalty 4997.722458 = -3290135.778605
  nChanged 2
		SP:Iteration 114Q (4978.170000 sec): 3 clusters
  Score: Raw -3295133.955315 + Penalty 4997.722458 = -3290136.232857
  nChanged 4
		SP:Iteration 115Q (4978.230000 sec): 3 clusters
  Score: Raw -3295134.917004 + Penalty 4997.722458 = -3290137.194546
  nChanged 2
		SP:Iteration 116Q (4978.300000 sec): 3 clusters
  Score: Raw -3295135.629256 + Penalty 4997.722458 = -3290137.906798
  nChanged 3
		SP:Iteration 117Q (4978.360000 sec): 3 clusters
  Score: Raw -3295136.443314 + Penalty 4997.722458 = -3290138.720856
  nChanged 3
		SP:Iteration 118Q (4978.420000 sec): 3 clusters
  Score: Raw -3295137.262187 + Penalty 4997.722458 = -3290139.539729
  nChanged 1
		SP:Iteration 119Q (4978.490000 sec): 3 clusters
  Score: Raw -3295137.317116 + Penalty 4997.722458 = -3290139.594658
  nChanged 1
		SP:Iteration 120F (4978.570000 sec): 3 clusters
  Score: Raw -3295137.571212 + Penalty 4997.722458 = -3290139.848753
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3440 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4978.590000 sec): 2 clusters
  Score: Raw -495015.663318 + Penalty 2019.520234 = -492996.143084
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4978.600000 sec): 3 clusters
  Score: Raw -493564.526901 + Penalty 4039.040468 = -489525.486433
  nChanged 1214
		SP:Iteration 1F (4978.620000 sec): 3 clusters
  Score: Raw -494373.206059 + Penalty 4039.040468 = -490334.165590
  nChanged 309
		SP:Iteration 2F (4978.630000 sec): 3 clusters
  Score: Raw -494671.088037 + Penalty 4039.040468 = -490632.047569
  nChanged 233
		SP:Iteration 3F (4978.640000 sec): 3 clusters
  Score: Raw -494901.010791 + Penalty 4039.040468 = -490861.970322
  nChanged 201
		SP:Iteration 4F (4978.650000 sec): 3 clusters
  Score: Raw -495126.178213 + Penalty 4039.040468 = -491087.137745
  nChanged 181
		SP:Iteration 5F (4978.660000 sec): 3 clusters
  Score: Raw -495320.197438 + Penalty 4039.040468 = -491281.156970
  nChanged 153
		SP:Iteration 6Q (4978.680000 sec): 3 clusters
  Score: Raw -495502.659402 + Penalty 4039.040468 = -491463.618934
  nChanged 151
		SP:Iteration 7Q (4978.690000 sec): 3 clusters
  Score: Raw -495695.419291 + Penalty 4039.040468 = -491656.378823
  nChanged 134
		SP:Iteration 8Q (4978.700000 sec): 3 clusters
  Score: Raw -495888.823959 + Penalty 4039.040468 = -491849.783490
  nChanged 122
		SP:Iteration 9Q (4978.710000 sec): 3 clusters
  Score: Raw -496039.232978 + Penalty 4039.040468 = -492000.192510
  nChanged 102
		SP:Iteration 10Q (4978.730000 sec): 3 clusters
  Score: Raw -496148.016087 + Penalty 4039.040468 = -492108.975619
  nChanged 95
		SP:Iteration 11Q (4978.740000 sec): 3 clusters
  Score: Raw -496268.706977 + Penalty 4039.040468 = -492229.666509
  nChanged 95
		SP:Iteration 12Q (4978.750000 sec): 3 clusters
  Score: Raw -496377.060915 + Penalty 4039.040468 = -492338.020447
  nChanged 85
		SP:Iteration 13Q (4978.760000 sec): 3 clusters
  Score: Raw -496462.941006 + Penalty 4039.040468 = -492423.900538
  nChanged 64
		SP:Iteration 14Q (4978.770000 sec): 3 clusters
  Score: Raw -496513.591576 + Penalty 4039.040468 = -492474.551108
  nChanged 51
		SP:Iteration 15Q (4978.790000 sec): 3 clusters
  Score: Raw -496555.868961 + Penalty 4039.040468 = -492516.828493
  nChanged 49
		SP:Iteration 16Q (4978.790000 sec): 3 clusters
  Score: Raw -496596.372886 + Penalty 4039.040468 = -492557.332418
  nChanged 44
		SP:Iteration 17Q (4978.810000 sec): 3 clusters
  Score: Raw -496628.074856 + Penalty 4039.040468 = -492589.034388
  nChanged 40
		SP:Iteration 18Q (4978.810000 sec): 3 clusters
  Score: Raw -496658.688903 + Penalty 4039.040468 = -492619.648435
  nChanged 34
		SP:Iteration 19Q (4978.830000 sec): 3 clusters
  Score: Raw -496680.379835 + Penalty 4039.040468 = -492641.339366
  nChanged 26
		SP:Iteration 20F (4978.840000 sec): 3 clusters
  Score: Raw -496697.367928 + Penalty 4039.040468 = -492658.327459
  nChanged 22
		SP:Iteration 21Q (4978.850000 sec): 3 clusters
  Score: Raw -496709.644298 + Penalty 4039.040468 = -492670.603829
  nChanged 14
		SP:Iteration 22Q (4978.860000 sec): 3 clusters
  Score: Raw -496716.145561 + Penalty 4039.040468 = -492677.105093
  nChanged 8
		SP:Iteration 23Q (4978.870000 sec): 3 clusters
  Score: Raw -496718.798669 + Penalty 4039.040468 = -492679.758201
  nChanged 8
		SP:Iteration 24Q (4978.880000 sec): 3 clusters
  Score: Raw -496721.732061 + Penalty 4039.040468 = -492682.691593
  nChanged 4
		SP:Iteration 25Q (4978.890000 sec): 3 clusters
  Score: Raw -496723.069321 + Penalty 4039.040468 = -492684.028852
  nChanged 5
		SP:Iteration 26Q (4978.900000 sec): 3 clusters
  Score: Raw -496725.203948 + Penalty 4039.040468 = -492686.163480
  nChanged 5
		SP:Iteration 27Q (4978.910000 sec): 3 clusters
  Score: Raw -496726.729601 + Penalty 4039.040468 = -492687.689133
  nChanged 2
		SP:Iteration 28Q (4978.920000 sec): 3 clusters
  Score: Raw -496727.489596 + Penalty 4039.040468 = -492688.449128
  nChanged 2
		SP:Iteration 29Q (4978.930000 sec): 3 clusters
  Score: Raw -496727.937324 + Penalty 4039.040468 = -492688.896856
  nChanged 3
		SP:Iteration 30Q (4978.940000 sec): 3 clusters
  Score: Raw -496729.930643 + Penalty 4039.040468 = -492690.890175
  nChanged 5
		SP:Iteration 31Q (4978.950000 sec): 3 clusters
  Score: Raw -496732.170028 + Penalty 4039.040468 = -492693.129560
  nChanged 3
		SP:Iteration 32Q (4978.960000 sec): 3 clusters
  Score: Raw -496733.778527 + Penalty 4039.040468 = -492694.738059
  nChanged 4
		SP:Iteration 33Q (4978.970000 sec): 3 clusters
  Score: Raw -496735.848140 + Penalty 4039.040468 = -492696.807672
  nChanged 3
		SP:Iteration 34Q (4978.980000 sec): 3 clusters
  Score: Raw -496736.813307 + Penalty 4039.040468 = -492697.772839
  nChanged 2
		SP:Iteration 35Q (4978.990000 sec): 3 clusters
  Score: Raw -496738.557477 + Penalty 4039.040468 = -492699.517008
  nChanged 5
		SP:Iteration 36Q (4979.000000 sec): 3 clusters
  Score: Raw -496740.798749 + Penalty 4039.040468 = -492701.758281
  nChanged 5
		SP:Iteration 37Q (4979.010000 sec): 3 clusters
  Score: Raw -496743.192868 + Penalty 4039.040468 = -492704.152400
  nChanged 3
		SP:Iteration 38Q (4979.020000 sec): 3 clusters
  Score: Raw -496744.061429 + Penalty 4039.040468 = -492705.020961
  nChanged 1
		SP:Iteration 39Q (4979.030000 sec): 3 clusters
  Score: Raw -496744.458724 + Penalty 4039.040468 = -492705.418256
  nChanged 4
		SP:Iteration 40F (4979.040000 sec): 3 clusters
  Score: Raw -496746.280666 + Penalty 4039.040468 = -492707.240198
  nChanged 2
		SP:Iteration 41Q (4979.050000 sec): 3 clusters
  Score: Raw -496747.288153 + Penalty 4039.040468 = -492708.247685
  nChanged 1
		SP:Iteration 42Q (4979.060000 sec): 3 clusters
  Score: Raw -496747.493927 + Penalty 4039.040468 = -492708.453459
  nChanged 0
		SP:Iteration 43F (4979.070000 sec): 3 clusters
  Score: Raw -496747.493927 + Penalty 4039.040468 = -492708.453459
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4979.080000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4979.080000 sec): 3 clusters
  Score: Raw -126936.352383 + Penalty 3350.283633 = -123586.068750
  nChanged 203
		SP:Iteration 1F (4979.090000 sec): 3 clusters
  Score: Raw -127170.351304 + Penalty 3350.283633 = -123820.067670
  nChanged 40
		SP:Iteration 2Q (4979.090000 sec): 3 clusters
  Score: Raw -127232.121115 + Penalty 3350.283633 = -123881.837481
  nChanged 12
		SP:Iteration 3Q (4979.090000 sec): 3 clusters
  Score: Raw -127253.771412 + Penalty 3350.283633 = -123903.487779
  nChanged 13
		SP:Iteration 4Q (4979.090000 sec): 3 clusters
  Score: Raw -127288.065498 + Penalty 3350.283633 = -123937.781865
  nChanged 15
		SP:Iteration 5Q (4979.100000 sec): 3 clusters
  Score: Raw -127310.230214 + Penalty 3350.283633 = -123959.946581
  nChanged 11
		SP:Iteration 6Q (4979.100000 sec): 3 clusters
  Score: Raw -127327.741733 + Penalty 3350.283633 = -123977.458099
  nChanged 7
		SP:Iteration 7Q (4979.100000 sec): 3 clusters
  Score: Raw -127337.222490 + Penalty 3350.283633 = -123986.938856
  nChanged 6
		SP:Iteration 8Q (4979.110000 sec): 3 clusters
  Score: Raw -127346.725344 + Penalty 3350.283633 = -123996.441710
  nChanged 3
		SP:Iteration 9Q (4979.110000 sec): 3 clusters
  Score: Raw -127357.589501 + Penalty 3350.283633 = -124007.305868
  nChanged 3
		SP:Iteration 10Q (4979.110000 sec): 3 clusters
  Score: Raw -127360.479592 + Penalty 3350.283633 = -124010.195959
  nChanged 4
		SP:Iteration 11Q (4979.110000 sec): 3 clusters
  Score: Raw -127363.321495 + Penalty 3350.283633 = -124013.037862
  nChanged 4
		SP:Iteration 12Q (4979.120000 sec): 3 clusters
  Score: Raw -127369.410372 + Penalty 3350.283633 = -124019.126738
  nChanged 3
		SP:Iteration 13Q (4979.120000 sec): 3 clusters
  Score: Raw -127372.525024 + Penalty 3350.283633 = -124022.241391
  nChanged 1
		SP:Iteration 14Q (4979.120000 sec): 3 clusters
  Score: Raw -127373.137919 + Penalty 3350.283633 = -124022.854285
  nChanged 0
		SP:Iteration 15F (4979.130000 sec): 3 clusters
  Score: Raw -127373.137919 + Penalty 3350.283633 = -124022.854285
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (1294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4979.130000 sec): 2 clusters
  Score: Raw -159837.689203 + Penalty 1777.042382 = -158060.646821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4979.140000 sec): 3 clusters
  Score: Raw -159576.118687 + Penalty 3554.084764 = -156022.033923
  nChanged 414
		SP:Iteration 1F (4979.140000 sec): 3 clusters
  Score: Raw -161156.956036 + Penalty 3554.084764 = -157602.871273
  nChanged 192
		SP:Iteration 2F (4979.150000 sec): 3 clusters
  Score: Raw -162239.735427 + Penalty 3554.084764 = -158685.650663
  nChanged 149
		SP:Iteration 3F (4979.150000 sec): 3 clusters
  Score: Raw -162842.090553 + Penalty 3554.084764 = -159288.005790
  nChanged 81
		SP:Iteration 4F (4979.160000 sec): 3 clusters
  Score: Raw -163245.808985 + Penalty 3554.084764 = -159691.724221
  nChanged 54
		SP:Iteration 5Q (4979.160000 sec): 3 clusters
  Score: Raw -163444.518127 + Penalty 3554.084764 = -159890.433363
  nChanged 25
		SP:Iteration 6Q (4979.160000 sec): 3 clusters
  Score: Raw -163532.396605 + Penalty 3554.084764 = -159978.311841
  nChanged 15
		SP:Iteration 7Q (4979.170000 sec): 3 clusters
  Score: Raw -163562.807545 + Penalty 3554.084764 = -160008.722781
  nChanged 13
		SP:Iteration 8Q (4979.170000 sec): 3 clusters
  Score: Raw -163605.566429 + Penalty 3554.084764 = -160051.481666
  nChanged 9
		SP:Iteration 9Q (4979.170000 sec): 3 clusters
  Score: Raw -163640.403239 + Penalty 3554.084764 = -160086.318476
  nChanged 8
		SP:Iteration 10Q (4979.180000 sec): 3 clusters
  Score: Raw -163664.865464 + Penalty 3554.084764 = -160110.780700
  nChanged 4
		SP:Iteration 11Q (4979.180000 sec): 3 clusters
  Score: Raw -163679.238912 + Penalty 3554.084764 = -160125.154149
  nChanged 2
		SP:Iteration 12Q (4979.190000 sec): 3 clusters
  Score: Raw -163686.144603 + Penalty 3554.084764 = -160132.059839
  nChanged 2
		SP:Iteration 13Q (4979.190000 sec): 3 clusters
  Score: Raw -163692.174201 + Penalty 3554.084764 = -160138.089437
  nChanged 2
		SP:Iteration 14Q (4979.190000 sec): 3 clusters
  Score: Raw -163695.947425 + Penalty 3554.084764 = -160141.862661
  nChanged 2
		SP:Iteration 15Q (4979.190000 sec): 3 clusters
  Score: Raw -163699.679222 + Penalty 3554.084764 = -160145.594458
  nChanged 2
		SP:Iteration 16Q (4979.200000 sec): 3 clusters
  Score: Raw -163702.863045 + Penalty 3554.084764 = -160148.778282
  nChanged 5
		SP:Iteration 17Q (4979.200000 sec): 3 clusters
  Score: Raw -163715.829199 + Penalty 3554.084764 = -160161.744435
  nChanged 2
		SP:Iteration 18Q (4979.200000 sec): 3 clusters
  Score: Raw -163721.791135 + Penalty 3554.084764 = -160167.706372
  nChanged 3
		SP:Iteration 19Q (4979.210000 sec): 3 clusters
  Score: Raw -163729.378187 + Penalty 3554.084764 = -160175.293423
  nChanged 5
		SP:Iteration 20F (4979.210000 sec): 3 clusters
  Score: Raw -163741.852387 + Penalty 3554.084764 = -160187.767623
  nChanged 5
		SP:Iteration 21Q (4979.210000 sec): 3 clusters
  Score: Raw -163759.005950 + Penalty 3554.084764 = -160204.921186
  nChanged 2
		SP:Iteration 22Q (4979.220000 sec): 3 clusters
  Score: Raw -163766.048000 + Penalty 3554.084764 = -160211.963236
  nChanged 1
		SP:Iteration 23Q (4979.220000 sec): 3 clusters
  Score: Raw -163775.513019 + Penalty 3554.084764 = -160221.428255
  nChanged 1
		SP:Iteration 24Q (4979.230000 sec): 3 clusters
  Score: Raw -163780.737961 + Penalty 3554.084764 = -160226.653197
  nChanged 2
		SP:Iteration 25Q (4979.230000 sec): 3 clusters
  Score: Raw -163802.769114 + Penalty 3554.084764 = -160248.684351
  nChanged 2
		SP:Iteration 26Q (4979.230000 sec): 3 clusters
  Score: Raw -163822.737577 + Penalty 3554.084764 = -160268.652813
  nChanged 0
		SP:Iteration 27F (4979.240000 sec): 3 clusters
  Score: Raw -163822.737577 + Penalty 3554.084764 = -160268.652813
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 29.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4979.290000 sec): 2 clusters
  Score: Raw -2044294.936569 + Penalty 2362.219373 = -2041932.717196
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4979.340000 sec): 3 clusters
  Score: Raw -2036631.300082 + Penalty 4724.438746 = -2031906.861336
  nChanged 5861
		SP:Iteration 1F (4979.390000 sec): 3 clusters
  Score: Raw -2039812.744373 + Penalty 4724.438746 = -2035088.305627
  nChanged 840
		SP:Iteration 2F (4979.430000 sec): 3 clusters
  Score: Raw -2040153.136543 + Penalty 4724.438746 = -2035428.697798
  nChanged 640
		SP:Iteration 3Q (4979.480000 sec): 3 clusters
  Score: Raw -2040404.994843 + Penalty 4724.438746 = -2035680.556097
  nChanged 559
		SP:Iteration 4Q (4979.530000 sec): 3 clusters
  Score: Raw -2040617.003740 + Penalty 4724.438746 = -2035892.564994
  nChanged 474
		SP:Iteration 5Q (4979.580000 sec): 3 clusters
  Score: Raw -2040812.436662 + Penalty 4724.438746 = -2036087.997916
  nChanged 486
		SP:Iteration 6Q (4979.630000 sec): 3 clusters
  Score: Raw -2041036.167934 + Penalty 4724.438746 = -2036311.729188
  nChanged 505
		SP:Iteration 7Q (4979.680000 sec): 3 clusters
  Score: Raw -2041265.266228 + Penalty 4724.438746 = -2036540.827482
  nChanged 518
		SP:Iteration 8Q (4979.730000 sec): 3 clusters
  Score: Raw -2041521.061243 + Penalty 4724.438746 = -2036796.622497
  nChanged 550
		SP:Iteration 9Q (4979.780000 sec): 3 clusters
  Score: Raw -2041799.318985 + Penalty 4724.438746 = -2037074.880239
  nChanged 528
		SP:Iteration 10Q (4979.830000 sec): 3 clusters
  Score: Raw -2042112.816617 + Penalty 4724.438746 = -2037388.377871
  nChanged 597
		SP:Iteration 11Q (4979.880000 sec): 3 clusters
  Score: Raw -2042542.914595 + Penalty 4724.438746 = -2037818.475849
  nChanged 602
		SP:Iteration 12Q (4979.930000 sec): 3 clusters
  Score: Raw -2042999.194838 + Penalty 4724.438746 = -2038274.756092
  nChanged 529
		SP:Iteration 13Q (4979.970000 sec): 3 clusters
  Score: Raw -2043427.434016 + Penalty 4724.438746 = -2038702.995270
  nChanged 402
		SP:Iteration 14Q (4980.020000 sec): 3 clusters
  Score: Raw -2043761.857466 + Penalty 4724.438746 = -2039037.418720
  nChanged 338
		SP:Iteration 15Q (4980.070000 sec): 3 clusters
  Score: Raw -2044045.963214 + Penalty 4724.438746 = -2039321.524468
  nChanged 238
		SP:Iteration 16Q (4980.110000 sec): 3 clusters
  Score: Raw -2044237.404699 + Penalty 4724.438746 = -2039512.965954
  nChanged 175
		SP:Iteration 17Q (4980.150000 sec): 3 clusters
  Score: Raw -2044354.331903 + Penalty 4724.438746 = -2039629.893158
  nChanged 112
		SP:Iteration 18Q (4980.190000 sec): 3 clusters
  Score: Raw -2044412.474121 + Penalty 4724.438746 = -2039688.035375
  nChanged 82
		SP:Iteration 19Q (4980.230000 sec): 3 clusters
  Score: Raw -2044453.067657 + Penalty 4724.438746 = -2039728.628911
  nChanged 81
		SP:Iteration 20F (4980.280000 sec): 3 clusters
  Score: Raw -2044497.491559 + Penalty 4724.438746 = -2039773.052813
  nChanged 49
		SP:Iteration 21Q (4980.320000 sec): 3 clusters
  Score: Raw -2044522.573914 + Penalty 4724.438746 = -2039798.135168
  nChanged 37
		SP:Iteration 22Q (4980.360000 sec): 3 clusters
  Score: Raw -2044536.556901 + Penalty 4724.438746 = -2039812.118156
  nChanged 29
		SP:Iteration 23Q (4980.400000 sec): 3 clusters
  Score: Raw -2044551.556339 + Penalty 4724.438746 = -2039827.117593
  nChanged 23
		SP:Iteration 24Q (4980.430000 sec): 3 clusters
  Score: Raw -2044560.846916 + Penalty 4724.438746 = -2039836.408170
  nChanged 20
		SP:Iteration 25Q (4980.470000 sec): 3 clusters
  Score: Raw -2044569.874336 + Penalty 4724.438746 = -2039845.435590
  nChanged 17
		SP:Iteration 26Q (4980.510000 sec): 3 clusters
  Score: Raw -2044576.679314 + Penalty 4724.438746 = -2039852.240569
  nChanged 11
		SP:Iteration 27Q (4980.550000 sec): 3 clusters
  Score: Raw -2044582.053050 + Penalty 4724.438746 = -2039857.614304
  nChanged 15
		SP:Iteration 28Q (4980.580000 sec): 3 clusters
  Score: Raw -2044588.295135 + Penalty 4724.438746 = -2039863.856389
  nChanged 19
		SP:Iteration 29Q (4980.620000 sec): 3 clusters
  Score: Raw -2044598.825307 + Penalty 4724.438746 = -2039874.386562
  nChanged 18
		SP:Iteration 30Q (4980.660000 sec): 3 clusters
  Score: Raw -2044607.694427 + Penalty 4724.438746 = -2039883.255681
  nChanged 21
		SP:Iteration 31Q (4980.690000 sec): 3 clusters
  Score: Raw -2044618.477521 + Penalty 4724.438746 = -2039894.038776
  nChanged 15
		SP:Iteration 32Q (4980.730000 sec): 3 clusters
  Score: Raw -2044625.220387 + Penalty 4724.438746 = -2039900.781641
  nChanged 4
		SP:Iteration 33Q (4980.770000 sec): 3 clusters
  Score: Raw -2044627.185042 + Penalty 4724.438746 = -2039902.746296
  nChanged 3
		SP:Iteration 34Q (4980.810000 sec): 3 clusters
  Score: Raw -2044628.028515 + Penalty 4724.438746 = -2039903.589769
  nChanged 1
		SP:Iteration 35Q (4980.840000 sec): 3 clusters
  Score: Raw -2044628.310608 + Penalty 4724.438746 = -2039903.871862
  nChanged 1
		SP:Iteration 36Q (4980.880000 sec): 3 clusters
  Score: Raw -2044628.822704 + Penalty 4724.438746 = -2039904.383958
  nChanged 2
		SP:Iteration 37Q (4980.920000 sec): 3 clusters
  Score: Raw -2044629.768628 + Penalty 4724.438746 = -2039905.329882
  nChanged 2
		SP:Iteration 38Q (4980.950000 sec): 3 clusters
  Score: Raw -2044630.921910 + Penalty 4724.438746 = -2039906.483165
  nChanged 5
		SP:Iteration 39Q (4980.990000 sec): 3 clusters
  Score: Raw -2044633.241331 + Penalty 4724.438746 = -2039908.802585
  nChanged 4
		SP:Iteration 40F (4981.040000 sec): 3 clusters
  Score: Raw -2044634.836630 + Penalty 4724.438746 = -2039910.397885
  nChanged 2
		SP:Iteration 41Q (4981.080000 sec): 3 clusters
  Score: Raw -2044635.233679 + Penalty 4724.438746 = -2039910.794933
  nChanged 0
		SP:Iteration 42F (4981.130000 sec): 3 clusters
  Score: Raw -2044635.233679 + Penalty 4724.438746 = -2039910.794933
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69725 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4981.360000 sec): 2 clusters
  Score: Raw -10196498.751899 + Penalty 2765.773925 = -10193732.977974
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4981.620000 sec): 3 clusters
  Score: Raw -10152458.735221 + Penalty 5531.547849 = -10146927.187372
  nChanged 32509
		SP:Iteration 1F (4981.870000 sec): 3 clusters
  Score: Raw -10170896.436588 + Penalty 5531.547849 = -10165364.888738
  nChanged 2706
		SP:Iteration 2Q (4982.130000 sec): 3 clusters
  Score: Raw -10171804.236385 + Penalty 5531.547849 = -10166272.688535
  nChanged 3128
		SP:Iteration 3Q (4982.400000 sec): 3 clusters
  Score: Raw -10173163.519376 + Penalty 5531.547849 = -10167631.971526
  nChanged 3879
		SP:Iteration 4F (4982.650000 sec): 3 clusters
  Score: Raw -10175308.727992 + Penalty 5531.547849 = -10169777.180143
  nChanged 4973
		SP:Iteration 5F (4982.910000 sec): 3 clusters
  Score: Raw -10178849.595869 + Penalty 5531.547849 = -10173318.048019
  nChanged 6004
		SP:Iteration 6F (4983.170000 sec): 3 clusters
  Score: Raw -10184099.453323 + Penalty 5531.547849 = -10178567.905474
  nChanged 5965
		SP:Iteration 7F (4983.420000 sec): 3 clusters
  Score: Raw -10189979.998639 + Penalty 5531.547849 = -10184448.450790
  nChanged 4127
		SP:Iteration 8F (4983.670000 sec): 3 clusters
  Score: Raw -10194037.156254 + Penalty 5531.547849 = -10188505.608404
  nChanged 1848
		SP:Iteration 9Q (4983.890000 sec): 3 clusters
  Score: Raw -10195784.101724 + Penalty 5531.547849 = -10190252.553874
  nChanged 611
		SP:Iteration 10Q (4984.090000 sec): 3 clusters
  Score: Raw -10196366.844247 + Penalty 5531.547849 = -10190835.296397
  nChanged 174
		SP:Iteration 11Q (4984.280000 sec): 3 clusters
  Score: Raw -10196586.940636 + Penalty 5531.547849 = -10191055.392787
  nChanged 72
		SP:Iteration 12Q (4984.450000 sec): 3 clusters
  Score: Raw -10196688.220800 + Penalty 5531.547849 = -10191156.672950
  nChanged 28
		SP:Iteration 13Q (4984.630000 sec): 3 clusters
  Score: Raw -10196729.798630 + Penalty 5531.547849 = -10191198.250780
  nChanged 21
		SP:Iteration 14Q (4984.810000 sec): 3 clusters
  Score: Raw -10196773.710424 + Penalty 5531.547849 = -10191242.162575
  nChanged 17
		SP:Iteration 15Q (4984.990000 sec): 3 clusters
  Score: Raw -10196804.940599 + Penalty 5531.547849 = -10191273.392749
  nChanged 11
		SP:Iteration 16Q (4985.160000 sec): 3 clusters
  Score: Raw -10196828.850173 + Penalty 5531.547849 = -10191297.302323
  nChanged 5
		SP:Iteration 17Q (4985.330000 sec): 3 clusters
  Score: Raw -10196836.491237 + Penalty 5531.547849 = -10191304.943388
  nChanged 2
		SP:Iteration 18Q (4985.510000 sec): 3 clusters
  Score: Raw -10196840.422830 + Penalty 5531.547849 = -10191308.874981
  nChanged 3
		SP:Iteration 19Q (4985.680000 sec): 3 clusters
  Score: Raw -10196843.038520 + Penalty 5531.547849 = -10191311.490671
  nChanged 2
		SP:Iteration 20F (4985.930000 sec): 3 clusters
  Score: Raw -10196847.108049 + Penalty 5531.547849 = -10191315.560200
  nChanged 1
		SP:Iteration 21Q (4986.110000 sec): 3 clusters
  Score: Raw -10196852.058870 + Penalty 5531.547849 = -10191320.511020
  nChanged 2
		SP:Iteration 22Q (4986.280000 sec): 3 clusters
  Score: Raw -10196856.435383 + Penalty 5531.547849 = -10191324.887533
  nChanged 1
		SP:Iteration 23Q (4986.450000 sec): 3 clusters
  Score: Raw -10196856.960204 + Penalty 5531.547849 = -10191325.412354
  nChanged 0
		SP:Iteration 24F (4986.710000 sec): 3 clusters
  Score: Raw -10196856.960204 + Penalty 5531.547849 = -10191325.412354
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2723 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4986.740000 sec): 2 clusters
  Score: Raw -385965.745451 + Penalty 1961.553394 = -384004.192057
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4986.750000 sec): 3 clusters
  Score: Raw -384816.685697 + Penalty 3923.106788 = -380893.578909
  nChanged 954
		SP:Iteration 1F (4986.760000 sec): 3 clusters
  Score: Raw -385406.813058 + Penalty 3923.106788 = -381483.706270
  nChanged 208
		SP:Iteration 2F (4986.770000 sec): 3 clusters
  Score: Raw -385551.340292 + Penalty 3923.106788 = -381628.233503
  nChanged 122
		SP:Iteration 3Q (4986.780000 sec): 3 clusters
  Score: Raw -385630.108511 + Penalty 3923.106788 = -381707.001723
  nChanged 82
		SP:Iteration 4Q (4986.790000 sec): 3 clusters
  Score: Raw -385680.983958 + Penalty 3923.106788 = -381757.877170
  nChanged 58
		SP:Iteration 5Q (4986.800000 sec): 3 clusters
  Score: Raw -385717.108954 + Penalty 3923.106788 = -381794.002165
  nChanged 40
		SP:Iteration 6Q (4986.810000 sec): 3 clusters
  Score: Raw -385739.451602 + Penalty 3923.106788 = -381816.344814
  nChanged 27
		SP:Iteration 7Q (4986.820000 sec): 3 clusters
  Score: Raw -385751.726316 + Penalty 3923.106788 = -381828.619528
  nChanged 19
		SP:Iteration 8Q (4986.830000 sec): 3 clusters
  Score: Raw -385763.787571 + Penalty 3923.106788 = -381840.680783
  nChanged 20
		SP:Iteration 9Q (4986.840000 sec): 3 clusters
  Score: Raw -385774.725267 + Penalty 3923.106788 = -381851.618479
  nChanged 20
		SP:Iteration 10Q (4986.850000 sec): 3 clusters
  Score: Raw -385786.773263 + Penalty 3923.106788 = -381863.666475
  nChanged 20
		SP:Iteration 11Q (4986.860000 sec): 3 clusters
  Score: Raw -385796.701427 + Penalty 3923.106788 = -381873.594638
  nChanged 18
		SP:Iteration 12Q (4986.870000 sec): 3 clusters
  Score: Raw -385806.480442 + Penalty 3923.106788 = -381883.373654
  nChanged 19
		SP:Iteration 13Q (4986.880000 sec): 3 clusters
  Score: Raw -385813.822332 + Penalty 3923.106788 = -381890.715543
  nChanged 8
		SP:Iteration 14Q (4986.890000 sec): 3 clusters
  Score: Raw -385819.127704 + Penalty 3923.106788 = -381896.020915
  nChanged 8
		SP:Iteration 15Q (4986.900000 sec): 3 clusters
  Score: Raw -385821.816028 + Penalty 3923.106788 = -381898.709240
  nChanged 7
		SP:Iteration 16Q (4986.910000 sec): 3 clusters
  Score: Raw -385825.407235 + Penalty 3923.106788 = -381902.300447
  nChanged 9
		SP:Iteration 17Q (4986.920000 sec): 3 clusters
  Score: Raw -385833.312275 + Penalty 3923.106788 = -381910.205486
  nChanged 9
		SP:Iteration 18Q (4986.930000 sec): 3 clusters
  Score: Raw -385839.245816 + Penalty 3923.106788 = -381916.139028
  nChanged 10
		SP:Iteration 19Q (4986.940000 sec): 3 clusters
  Score: Raw -385843.483362 + Penalty 3923.106788 = -381920.376574
  nChanged 7
		SP:Iteration 20F (4986.950000 sec): 3 clusters
  Score: Raw -385845.352271 + Penalty 3923.106788 = -381922.245482
  nChanged 3
		SP:Iteration 21Q (4986.950000 sec): 3 clusters
  Score: Raw -385847.059943 + Penalty 3923.106788 = -381923.953154
  nChanged 4
		SP:Iteration 22Q (4986.970000 sec): 3 clusters
  Score: Raw -385850.525374 + Penalty 3923.106788 = -381927.418586
  nChanged 8
		SP:Iteration 23Q (4986.970000 sec): 3 clusters
  Score: Raw -385854.616168 + Penalty 3923.106788 = -381931.509380
  nChanged 9
		SP:Iteration 24Q (4986.990000 sec): 3 clusters
  Score: Raw -385859.251765 + Penalty 3923.106788 = -381936.144976
  nChanged 8
		SP:Iteration 25Q (4986.990000 sec): 3 clusters
  Score: Raw -385862.519514 + Penalty 3923.106788 = -381939.412725
  nChanged 5
		SP:Iteration 26Q (4987.010000 sec): 3 clusters
  Score: Raw -385864.402532 + Penalty 3923.106788 = -381941.295743
  nChanged 2
		SP:Iteration 27Q (4987.010000 sec): 3 clusters
  Score: Raw -385865.208996 + Penalty 3923.106788 = -381942.102207
  nChanged 5
		SP:Iteration 28Q (4987.020000 sec): 3 clusters
  Score: Raw -385866.779746 + Penalty 3923.106788 = -381943.672958
  nChanged 3
		SP:Iteration 29Q (4987.030000 sec): 3 clusters
  Score: Raw -385867.556692 + Penalty 3923.106788 = -381944.449904
  nChanged 1
		SP:Iteration 30Q (4987.040000 sec): 3 clusters
  Score: Raw -385868.088220 + Penalty 3923.106788 = -381944.981432
  nChanged 0
		SP:Iteration 31F (4987.050000 sec): 3 clusters
  Score: Raw -385868.088220 + Penalty 3923.106788 = -381944.981432
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4987.060000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4987.060000 sec): 3 clusters
  Score: Raw -168819.369741 + Penalty 3494.272938 = -165325.096803
  nChanged 313
		SP:Iteration 1F (4987.060000 sec): 3 clusters
  Score: Raw -169125.170733 + Penalty 3494.272938 = -165630.897795
  nChanged 77
		SP:Iteration 2F (4987.070000 sec): 3 clusters
  Score: Raw -169212.660536 + Penalty 3494.272938 = -165718.387598
  nChanged 35
		SP:Iteration 3Q (4987.070000 sec): 3 clusters
  Score: Raw -169257.229519 + Penalty 3494.272938 = -165762.956581
  nChanged 22
		SP:Iteration 4Q (4987.080000 sec): 3 clusters
  Score: Raw -169277.748120 + Penalty 3494.272938 = -165783.475182
  nChanged 12
		SP:Iteration 5Q (4987.080000 sec): 3 clusters
  Score: Raw -169295.774495 + Penalty 3494.272938 = -165801.501557
  nChanged 7
		SP:Iteration 6Q (4987.090000 sec): 3 clusters
  Score: Raw -169301.491145 + Penalty 3494.272938 = -165807.218207
  nChanged 6
		SP:Iteration 7Q (4987.090000 sec): 3 clusters
  Score: Raw -169308.858274 + Penalty 3494.272938 = -165814.585336
  nChanged 7
		SP:Iteration 8Q (4987.090000 sec): 3 clusters
  Score: Raw -169318.167943 + Penalty 3494.272938 = -165823.895005
  nChanged 5
		SP:Iteration 9Q (4987.100000 sec): 3 clusters
  Score: Raw -169322.496859 + Penalty 3494.272938 = -165828.223921
  nChanged 5
		SP:Iteration 10Q (4987.100000 sec): 3 clusters
  Score: Raw -169326.603870 + Penalty 3494.272938 = -165832.330932
  nChanged 4
		SP:Iteration 11Q (4987.110000 sec): 3 clusters
  Score: Raw -169331.351402 + Penalty 3494.272938 = -165837.078464
  nChanged 3
		SP:Iteration 12Q (4987.110000 sec): 3 clusters
  Score: Raw -169335.533610 + Penalty 3494.272938 = -165841.260672
  nChanged 4
		SP:Iteration 13Q (4987.110000 sec): 3 clusters
  Score: Raw -169340.062748 + Penalty 3494.272938 = -165845.789810
  nChanged 3
		SP:Iteration 14Q (4987.120000 sec): 3 clusters
  Score: Raw -169343.132807 + Penalty 3494.272938 = -165848.859869
  nChanged 3
		SP:Iteration 15Q (4987.120000 sec): 3 clusters
  Score: Raw -169346.532019 + Penalty 3494.272938 = -165852.259081
  nChanged 2
		SP:Iteration 16Q (4987.130000 sec): 3 clusters
  Score: Raw -169348.667348 + Penalty 3494.272938 = -165854.394410
  nChanged 0
		SP:Iteration 17F (4987.130000 sec): 3 clusters
  Score: Raw -169348.667348 + Penalty 3494.272938 = -165854.394410
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1848 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4987.140000 sec): 2 clusters
  Score: Raw -257511.669752 + Penalty 1865.421095 = -255646.248658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4987.140000 sec): 3 clusters
  Score: Raw -257005.599514 + Penalty 3730.842189 = -253274.757325
  nChanged 623
		SP:Iteration 1F (4987.150000 sec): 3 clusters
  Score: Raw -257725.159564 + Penalty 3730.842189 = -253994.317375
  nChanged 194
		SP:Iteration 2F (4987.160000 sec): 3 clusters
  Score: Raw -257968.099157 + Penalty 3730.842189 = -254237.256968
  nChanged 105
		SP:Iteration 3F (4987.160000 sec): 3 clusters
  Score: Raw -258128.918113 + Penalty 3730.842189 = -254398.075924
  nChanged 95
		SP:Iteration 4F (4987.170000 sec): 3 clusters
  Score: Raw -258284.512875 + Penalty 3730.842189 = -254553.670686
  nChanged 74
		SP:Iteration 5Q (4987.180000 sec): 3 clusters
  Score: Raw -258400.228991 + Penalty 3730.842189 = -254669.386802
  nChanged 52
		SP:Iteration 6Q (4987.180000 sec): 3 clusters
  Score: Raw -258458.510645 + Penalty 3730.842189 = -254727.668456
  nChanged 29
		SP:Iteration 7Q (4987.190000 sec): 3 clusters
  Score: Raw -258478.568436 + Penalty 3730.842189 = -254747.726247
  nChanged 16
		SP:Iteration 8Q (4987.190000 sec): 3 clusters
  Score: Raw -258490.493512 + Penalty 3730.842189 = -254759.651323
  nChanged 11
		SP:Iteration 9Q (4987.200000 sec): 3 clusters
  Score: Raw -258500.630080 + Penalty 3730.842189 = -254769.787891
  nChanged 5
		SP:Iteration 10Q (4987.210000 sec): 3 clusters
  Score: Raw -258509.717195 + Penalty 3730.842189 = -254778.875006
  nChanged 4
		SP:Iteration 11Q (4987.210000 sec): 3 clusters
  Score: Raw -258517.354219 + Penalty 3730.842189 = -254786.512030
  nChanged 6
		SP:Iteration 12Q (4987.220000 sec): 3 clusters
  Score: Raw -258522.725178 + Penalty 3730.842189 = -254791.882988
  nChanged 1
		SP:Iteration 13Q (4987.230000 sec): 3 clusters
  Score: Raw -258523.003930 + Penalty 3730.842189 = -254792.161741
  nChanged 2
		SP:Iteration 14Q (4987.230000 sec): 3 clusters
  Score: Raw -258524.098185 + Penalty 3730.842189 = -254793.255996
  nChanged 1
		SP:Iteration 15Q (4987.240000 sec): 3 clusters
  Score: Raw -258524.553641 + Penalty 3730.842189 = -254793.711452
  nChanged 0
		SP:Iteration 16F (4987.250000 sec): 3 clusters
  Score: Raw -258524.553641 + Penalty 3730.842189 = -254793.711452
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (11492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4987.290000 sec): 2 clusters
  Score: Raw -1755432.024497 + Penalty 2318.652792 = -1753113.371705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4987.330000 sec): 3 clusters
  Score: Raw -1749113.672878 + Penalty 4637.305584 = -1744476.367294
  nChanged 4875
		SP:Iteration 1F (4987.370000 sec): 3 clusters
  Score: Raw -1751683.914943 + Penalty 4637.305584 = -1747046.609359
  nChanged 706
		SP:Iteration 2F (4987.410000 sec): 3 clusters
  Score: Raw -1752001.884815 + Penalty 4637.305584 = -1747364.579231
  nChanged 558
		SP:Iteration 3Q (4987.450000 sec): 3 clusters
  Score: Raw -1752224.329278 + Penalty 4637.305584 = -1747587.023694
  nChanged 423
		SP:Iteration 4Q (4987.490000 sec): 3 clusters
  Score: Raw -1752386.213266 + Penalty 4637.305584 = -1747748.907682
  nChanged 399
		SP:Iteration 5Q (4987.530000 sec): 3 clusters
  Score: Raw -1752543.579897 + Penalty 4637.305584 = -1747906.274313
  nChanged 387
		SP:Iteration 6Q (4987.570000 sec): 3 clusters
  Score: Raw -1752692.366839 + Penalty 4637.305584 = -1748055.061255
  nChanged 345
		SP:Iteration 7Q (4987.610000 sec): 3 clusters
  Score: Raw -1752803.509880 + Penalty 4637.305584 = -1748166.204296
  nChanged 285
		SP:Iteration 8Q (4987.650000 sec): 3 clusters
  Score: Raw -1752891.966181 + Penalty 4637.305584 = -1748254.660597
  nChanged 259
		SP:Iteration 9Q (4987.700000 sec): 3 clusters
  Score: Raw -1752967.907865 + Penalty 4637.305584 = -1748330.602281
  nChanged 219
		SP:Iteration 10Q (4987.740000 sec): 3 clusters
  Score: Raw -1753029.689550 + Penalty 4637.305584 = -1748392.383965
  nChanged 203
		SP:Iteration 11Q (4987.780000 sec): 3 clusters
  Score: Raw -1753088.358234 + Penalty 4637.305584 = -1748451.052649
  nChanged 193
		SP:Iteration 12Q (4987.820000 sec): 3 clusters
  Score: Raw -1753143.641614 + Penalty 4637.305584 = -1748506.336029
  nChanged 217
		SP:Iteration 13Q (4987.860000 sec): 3 clusters
  Score: Raw -1753207.833036 + Penalty 4637.305584 = -1748570.527451
  nChanged 214
		SP:Iteration 14Q (4987.900000 sec): 3 clusters
  Score: Raw -1753268.209110 + Penalty 4637.305584 = -1748630.903525
  nChanged 208
		SP:Iteration 15Q (4987.940000 sec): 3 clusters
  Score: Raw -1753334.177663 + Penalty 4637.305584 = -1748696.872078
  nChanged 223
		SP:Iteration 16Q (4987.980000 sec): 3 clusters
  Score: Raw -1753404.593146 + Penalty 4637.305584 = -1748767.287562
  nChanged 246
		SP:Iteration 17Q (4988.030000 sec): 3 clusters
  Score: Raw -1753496.013998 + Penalty 4637.305584 = -1748858.708414
  nChanged 263
		SP:Iteration 18Q (4988.070000 sec): 3 clusters
  Score: Raw -1753600.166183 + Penalty 4637.305584 = -1748962.860599
  nChanged 297
		SP:Iteration 19Q (4988.110000 sec): 3 clusters
  Score: Raw -1753727.877309 + Penalty 4637.305584 = -1749090.571725
  nChanged 326
		SP:Iteration 20F (4988.150000 sec): 3 clusters
  Score: Raw -1753892.485301 + Penalty 4637.305584 = -1749255.179717
  nChanged 347
		SP:Iteration 21Q (4988.190000 sec): 3 clusters
  Score: Raw -1754090.093701 + Penalty 4637.305584 = -1749452.788117
  nChanged 384
		SP:Iteration 22Q (4988.230000 sec): 3 clusters
  Score: Raw -1754315.147694 + Penalty 4637.305584 = -1749677.842110
  nChanged 388
		SP:Iteration 23Q (4988.270000 sec): 3 clusters
  Score: Raw -1754553.022257 + Penalty 4637.305584 = -1749915.716673
  nChanged 373
		SP:Iteration 24Q (4988.310000 sec): 3 clusters
  Score: Raw -1754801.956463 + Penalty 4637.305584 = -1750164.650879
  nChanged 352
		SP:Iteration 25Q (4988.350000 sec): 3 clusters
  Score: Raw -1755034.725071 + Penalty 4637.305584 = -1750397.419487
  nChanged 272
		SP:Iteration 26Q (4988.390000 sec): 3 clusters
  Score: Raw -1755226.054233 + Penalty 4637.305584 = -1750588.748649
  nChanged 213
		SP:Iteration 27Q (4988.430000 sec): 3 clusters
  Score: Raw -1755379.395282 + Penalty 4637.305584 = -1750742.089698
  nChanged 175
		SP:Iteration 28Q (4988.470000 sec): 3 clusters
  Score: Raw -1755514.508830 + Penalty 4637.305584 = -1750877.203246
  nChanged 134
		SP:Iteration 29Q (4988.510000 sec): 3 clusters
  Score: Raw -1755621.817877 + Penalty 4637.305584 = -1750984.512292
  nChanged 94
		SP:Iteration 30Q (4988.550000 sec): 3 clusters
  Score: Raw -1755688.240761 + Penalty 4637.305584 = -1751050.935177
  nChanged 48
		SP:Iteration 31Q (4988.590000 sec): 3 clusters
  Score: Raw -1755717.015182 + Penalty 4637.305584 = -1751079.709598
  nChanged 32
		SP:Iteration 32Q (4988.620000 sec): 3 clusters
  Score: Raw -1755740.702633 + Penalty 4637.305584 = -1751103.397049
  nChanged 27
		SP:Iteration 33Q (4988.660000 sec): 3 clusters
  Score: Raw -1755760.883913 + Penalty 4637.305584 = -1751123.578328
  nChanged 16
		SP:Iteration 34Q (4988.690000 sec): 3 clusters
  Score: Raw -1755772.127029 + Penalty 4637.305584 = -1751134.821444
  nChanged 15
		SP:Iteration 35Q (4988.730000 sec): 3 clusters
  Score: Raw -1755783.193080 + Penalty 4637.305584 = -1751145.887495
  nChanged 13
		SP:Iteration 36Q (4988.760000 sec): 3 clusters
  Score: Raw -1755794.337604 + Penalty 4637.305584 = -1751157.032020
  nChanged 12
		SP:Iteration 37Q (4988.800000 sec): 3 clusters
  Score: Raw -1755803.122585 + Penalty 4637.305584 = -1751165.817001
  nChanged 15
		SP:Iteration 38Q (4988.830000 sec): 3 clusters
  Score: Raw -1755815.918669 + Penalty 4637.305584 = -1751178.613084
  nChanged 12
		SP:Iteration 39Q (4988.870000 sec): 3 clusters
  Score: Raw -1755825.576389 + Penalty 4637.305584 = -1751188.270805
  nChanged 10
		SP:Iteration 40F (4988.910000 sec): 3 clusters
  Score: Raw -1755833.596431 + Penalty 4637.305584 = -1751196.290846
  nChanged 6
		SP:Iteration 41Q (4988.940000 sec): 3 clusters
  Score: Raw -1755839.208075 + Penalty 4637.305584 = -1751201.902490
  nChanged 3
		SP:Iteration 42Q (4988.970000 sec): 3 clusters
  Score: Raw -1755841.677441 + Penalty 4637.305584 = -1751204.371856
  nChanged 4
		SP:Iteration 43Q (4989.010000 sec): 3 clusters
  Score: Raw -1755844.975250 + Penalty 4637.305584 = -1751207.669666
  nChanged 2
		SP:Iteration 44Q (4989.040000 sec): 3 clusters
  Score: Raw -1755845.807666 + Penalty 4637.305584 = -1751208.502082
  nChanged 0
		SP:Iteration 45F (4989.090000 sec): 3 clusters
  Score: Raw -1755845.807666 + Penalty 4637.305584 = -1751208.502082
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4989.130000 sec): 2 clusters
  Score: Raw -1988688.079008 + Penalty 2370.042129 = -1986318.036879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4989.180000 sec): 3 clusters
  Score: Raw -1980695.004697 + Penalty 4740.084257 = -1975954.920440
  nChanged 6029
		SP:Iteration 1F (4989.230000 sec): 3 clusters
  Score: Raw -1984050.730253 + Penalty 4740.084257 = -1979310.645996
  nChanged 899
		SP:Iteration 2F (4989.280000 sec): 3 clusters
  Score: Raw -1984455.450715 + Penalty 4740.084257 = -1979715.366457
  nChanged 722
		SP:Iteration 3F (4989.330000 sec): 3 clusters
  Score: Raw -1984777.838171 + Penalty 4740.084257 = -1980037.753913
  nChanged 651
		SP:Iteration 4Q (4989.380000 sec): 3 clusters
  Score: Raw -1985072.028299 + Penalty 4740.084257 = -1980331.944041
  nChanged 574
		SP:Iteration 5Q (4989.430000 sec): 3 clusters
  Score: Raw -1985338.461961 + Penalty 4740.084257 = -1980598.377703
  nChanged 576
		SP:Iteration 6Q (4989.490000 sec): 3 clusters
  Score: Raw -1985632.334010 + Penalty 4740.084257 = -1980892.249753
  nChanged 591
		SP:Iteration 7Q (4989.530000 sec): 3 clusters
  Score: Raw -1985952.681093 + Penalty 4740.084257 = -1981212.596835
  nChanged 555
		SP:Iteration 8Q (4989.590000 sec): 3 clusters
  Score: Raw -1986274.827167 + Penalty 4740.084257 = -1981534.742910
  nChanged 571
		SP:Iteration 9Q (4989.640000 sec): 3 clusters
  Score: Raw -1986669.101396 + Penalty 4740.084257 = -1981929.017138
  nChanged 591
		SP:Iteration 10Q (4989.690000 sec): 3 clusters
  Score: Raw -1987129.032212 + Penalty 4740.084257 = -1982388.947954
  nChanged 572
		SP:Iteration 11Q (4989.740000 sec): 3 clusters
  Score: Raw -1987644.845261 + Penalty 4740.084257 = -1982904.761003
  nChanged 504
		SP:Iteration 12Q (4989.790000 sec): 3 clusters
  Score: Raw -1988166.942215 + Penalty 4740.084257 = -1983426.857958
  nChanged 384
		SP:Iteration 13Q (4989.830000 sec): 3 clusters
  Score: Raw -1988585.617280 + Penalty 4740.084257 = -1983845.533022
  nChanged 296
		SP:Iteration 14Q (4989.880000 sec): 3 clusters
  Score: Raw -1988869.621474 + Penalty 4740.084257 = -1984129.537216
  nChanged 200
		SP:Iteration 15Q (4989.920000 sec): 3 clusters
  Score: Raw -1989029.846833 + Penalty 4740.084257 = -1984289.762575
  nChanged 141
		SP:Iteration 16Q (4989.960000 sec): 3 clusters
  Score: Raw -1989130.037333 + Penalty 4740.084257 = -1984389.953076
  nChanged 111
		SP:Iteration 17Q (4990.000000 sec): 3 clusters
  Score: Raw -1989203.457766 + Penalty 4740.084257 = -1984463.373509
  nChanged 73
		SP:Iteration 18Q (4990.040000 sec): 3 clusters
  Score: Raw -1989239.706882 + Penalty 4740.084257 = -1984499.622625
  nChanged 54
		SP:Iteration 19Q (4990.080000 sec): 3 clusters
  Score: Raw -1989265.701245 + Penalty 4740.084257 = -1984525.616988
  nChanged 36
		SP:Iteration 20F (4990.130000 sec): 3 clusters
  Score: Raw -1989286.695434 + Penalty 4740.084257 = -1984546.611177
  nChanged 38
		SP:Iteration 21Q (4990.170000 sec): 3 clusters
  Score: Raw -1989301.864197 + Penalty 4740.084257 = -1984561.779939
  nChanged 20
		SP:Iteration 22Q (4990.210000 sec): 3 clusters
  Score: Raw -1989309.784733 + Penalty 4740.084257 = -1984569.700475
  nChanged 12
		SP:Iteration 23Q (4990.250000 sec): 3 clusters
  Score: Raw -1989313.405806 + Penalty 4740.084257 = -1984573.321548
  nChanged 14
		SP:Iteration 24Q (4990.290000 sec): 3 clusters
  Score: Raw -1989318.348446 + Penalty 4740.084257 = -1984578.264189
  nChanged 14
		SP:Iteration 25Q (4990.330000 sec): 3 clusters
  Score: Raw -1989323.524401 + Penalty 4740.084257 = -1984583.440144
  nChanged 18
		SP:Iteration 26Q (4990.370000 sec): 3 clusters
  Score: Raw -1989329.270682 + Penalty 4740.084257 = -1984589.186425
  nChanged 4
		SP:Iteration 27Q (4990.400000 sec): 3 clusters
  Score: Raw -1989330.306552 + Penalty 4740.084257 = -1984590.222295
  nChanged 6
		SP:Iteration 28Q (4990.440000 sec): 3 clusters
  Score: Raw -1989331.499855 + Penalty 4740.084257 = -1984591.415597
  nChanged 3
		SP:Iteration 29Q (4990.480000 sec): 3 clusters
  Score: Raw -1989332.209791 + Penalty 4740.084257 = -1984592.125533
  nChanged 3
		SP:Iteration 30Q (4990.520000 sec): 3 clusters
  Score: Raw -1989333.153252 + Penalty 4740.084257 = -1984593.068995
  nChanged 5
		SP:Iteration 31Q (4990.560000 sec): 3 clusters
  Score: Raw -1989334.368925 + Penalty 4740.084257 = -1984594.284667
  nChanged 3
		SP:Iteration 32Q (4990.590000 sec): 3 clusters
  Score: Raw -1989335.204670 + Penalty 4740.084257 = -1984595.120412
  nChanged 3
		SP:Iteration 33Q (4990.630000 sec): 3 clusters
  Score: Raw -1989335.991535 + Penalty 4740.084257 = -1984595.907278
  nChanged 2
		SP:Iteration 34Q (4990.670000 sec): 3 clusters
  Score: Raw -1989337.008343 + Penalty 4740.084257 = -1984596.924085
  nChanged 1
		SP:Iteration 35Q (4990.710000 sec): 3 clusters
  Score: Raw -1989337.207560 + Penalty 4740.084257 = -1984597.123303
  nChanged 1
		SP:Iteration 36Q (4990.750000 sec): 3 clusters
  Score: Raw -1989337.342316 + Penalty 4740.084257 = -1984597.258058
  nChanged 1
		SP:Iteration 37Q (4990.790000 sec): 3 clusters
  Score: Raw -1989337.840550 + Penalty 4740.084257 = -1984597.756292
  nChanged 0
		SP:Iteration 38F (4990.840000 sec): 3 clusters
  Score: Raw -1989337.840550 + Penalty 4740.084257 = -1984597.756292
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4990.850000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4990.850000 sec): 3 clusters
  Score: Raw -73222.403039 + Penalty 3074.445443 = -70147.957596
  nChanged 89
		SP:Iteration 1F (4990.850000 sec): 3 clusters
  Score: Raw -73407.129548 + Penalty 3074.445443 = -70332.684105
  nChanged 16
		SP:Iteration 2Q (4990.850000 sec): 3 clusters
  Score: Raw -73442.393778 + Penalty 3074.445443 = -70367.948334
  nChanged 5
		SP:Iteration 3Q (4990.850000 sec): 3 clusters
  Score: Raw -73453.962578 + Penalty 3074.445443 = -70379.517135
  nChanged 7
		SP:Iteration 4Q (4990.850000 sec): 3 clusters
  Score: Raw -73471.210405 + Penalty 3074.445443 = -70396.764961
  nChanged 6
		SP:Iteration 5Q (4990.860000 sec): 3 clusters
  Score: Raw -73489.734448 + Penalty 3074.445443 = -70415.289005
  nChanged 5
		SP:Iteration 6Q (4990.860000 sec): 3 clusters
  Score: Raw -73498.387639 + Penalty 3074.445443 = -70423.942196
  nChanged 2
		SP:Iteration 7Q (4990.860000 sec): 3 clusters
  Score: Raw -73500.263298 + Penalty 3074.445443 = -70425.817855
  nChanged 0
		SP:Iteration 8F (4990.860000 sec): 3 clusters
  Score: Raw -73500.263298 + Penalty 3074.445443 = -70425.817855
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2176 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4990.870000 sec): 2 clusters
  Score: Raw -310094.928954 + Penalty 1905.940415 = -308188.988539
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4990.880000 sec): 3 clusters
  Score: Raw -309221.623892 + Penalty 3811.880830 = -305409.743062
  nChanged 723
		SP:Iteration 1F (4990.890000 sec): 3 clusters
  Score: Raw -309753.085646 + Penalty 3811.880830 = -305941.204816
  nChanged 149
		SP:Iteration 2F (4990.890000 sec): 3 clusters
  Score: Raw -309864.752561 + Penalty 3811.880830 = -306052.871731
  nChanged 79
		SP:Iteration 3Q (4990.900000 sec): 3 clusters
  Score: Raw -309928.292774 + Penalty 3811.880830 = -306116.411944
  nChanged 61
		SP:Iteration 4Q (4990.910000 sec): 3 clusters
  Score: Raw -309970.192191 + Penalty 3811.880830 = -306158.311362
  nChanged 37
		SP:Iteration 5Q (4990.920000 sec): 3 clusters
  Score: Raw -309994.461126 + Penalty 3811.880830 = -306182.580297
  nChanged 26
		SP:Iteration 6Q (4990.930000 sec): 3 clusters
  Score: Raw -310010.453705 + Penalty 3811.880830 = -306198.572876
  nChanged 20
		SP:Iteration 7Q (4990.930000 sec): 3 clusters
  Score: Raw -310021.569225 + Penalty 3811.880830 = -306209.688396
  nChanged 13
		SP:Iteration 8Q (4990.940000 sec): 3 clusters
  Score: Raw -310027.590679 + Penalty 3811.880830 = -306215.709849
  nChanged 11
		SP:Iteration 9Q (4990.950000 sec): 3 clusters
  Score: Raw -310032.139570 + Penalty 3811.880830 = -306220.258741
  nChanged 2
		SP:Iteration 10Q (4990.960000 sec): 3 clusters
  Score: Raw -310033.209650 + Penalty 3811.880830 = -306221.328821
  nChanged 1
		SP:Iteration 11Q (4990.970000 sec): 3 clusters
  Score: Raw -310033.519641 + Penalty 3811.880830 = -306221.638812
  nChanged 1
		SP:Iteration 12Q (4990.970000 sec): 3 clusters
  Score: Raw -310033.753728 + Penalty 3811.880830 = -306221.872899
  nChanged 0
		SP:Iteration 13F (4990.980000 sec): 3 clusters
  Score: Raw -310033.753728 + Penalty 3811.880830 = -306221.872899
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4991.090000 sec): 2 clusters
  Score: Raw -4638005.286736 + Penalty 2570.711947 = -4635434.574789
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4991.210000 sec): 3 clusters
  Score: Raw -4618885.159080 + Penalty 5141.423894 = -4613743.735185
  nChanged 14353
		SP:Iteration 1F (4991.320000 sec): 3 clusters
  Score: Raw -4626656.442692 + Penalty 5141.423894 = -4621515.018797
  nChanged 1424
		SP:Iteration 2Q (4991.440000 sec): 3 clusters
  Score: Raw -4627118.224076 + Penalty 5141.423894 = -4621976.800181
  nChanged 1297
		SP:Iteration 3Q (4991.560000 sec): 3 clusters
  Score: Raw -4627591.504881 + Penalty 5141.423894 = -4622450.080987
  nChanged 1329
		SP:Iteration 4Q (4991.680000 sec): 3 clusters
  Score: Raw -4628164.487635 + Penalty 5141.423894 = -4623023.063741
  nChanged 1522
		SP:Iteration 5Q (4991.800000 sec): 3 clusters
  Score: Raw -4628974.761300 + Penalty 5141.423894 = -4623833.337405
  nChanged 1773
		SP:Iteration 6F (4991.910000 sec): 3 clusters
  Score: Raw -4630122.261485 + Penalty 5141.423894 = -4624980.837591
  nChanged 2025
		SP:Iteration 7F (4992.030000 sec): 3 clusters
  Score: Raw -4631659.279152 + Penalty 5141.423894 = -4626517.855258
  nChanged 2106
		SP:Iteration 8F (4992.140000 sec): 3 clusters
  Score: Raw -4633424.593644 + Penalty 5141.423894 = -4628283.169750
  nChanged 1887
		SP:Iteration 9F (4992.260000 sec): 3 clusters
  Score: Raw -4635156.925936 + Penalty 5141.423894 = -4630015.502041
  nChanged 1519
		SP:Iteration 10Q (4992.370000 sec): 3 clusters
  Score: Raw -4636576.021809 + Penalty 5141.423894 = -4631434.597915
  nChanged 914
		SP:Iteration 11Q (4992.470000 sec): 3 clusters
  Score: Raw -4637396.214015 + Penalty 5141.423894 = -4632254.790120
  nChanged 423
		SP:Iteration 12Q (4992.560000 sec): 3 clusters
  Score: Raw -4637757.961986 + Penalty 5141.423894 = -4632616.538091
  nChanged 235
		SP:Iteration 13Q (4992.650000 sec): 3 clusters
  Score: Raw -4637978.304635 + Penalty 5141.423894 = -4632836.880741
  nChanged 137
		SP:Iteration 14Q (4992.730000 sec): 3 clusters
  Score: Raw -4638118.768268 + Penalty 5141.423894 = -4632977.344373
  nChanged 71
		SP:Iteration 15Q (4992.820000 sec): 3 clusters
  Score: Raw -4638194.231168 + Penalty 5141.423894 = -4633052.807274
  nChanged 37
		SP:Iteration 16Q (4992.900000 sec): 3 clusters
  Score: Raw -4638228.498195 + Penalty 5141.423894 = -4633087.074301
  nChanged 25
		SP:Iteration 17Q (4992.980000 sec): 3 clusters
  Score: Raw -4638255.192127 + Penalty 5141.423894 = -4633113.768233
  nChanged 18
		SP:Iteration 18Q (4993.060000 sec): 3 clusters
  Score: Raw -4638272.706849 + Penalty 5141.423894 = -4633131.282955
  nChanged 12
		SP:Iteration 19Q (4993.140000 sec): 3 clusters
  Score: Raw -4638284.423517 + Penalty 5141.423894 = -4633142.999623
  nChanged 11
		SP:Iteration 20F (4993.260000 sec): 3 clusters
  Score: Raw -4638294.326342 + Penalty 5141.423894 = -4633152.902448
  nChanged 5
		SP:Iteration 21Q (4993.340000 sec): 3 clusters
  Score: Raw -4638298.751606 + Penalty 5141.423894 = -4633157.327711
  nChanged 6
		SP:Iteration 22Q (4993.420000 sec): 3 clusters
  Score: Raw -4638303.521003 + Penalty 5141.423894 = -4633162.097109
  nChanged 1
		SP:Iteration 23Q (4993.500000 sec): 3 clusters
  Score: Raw -4638305.484132 + Penalty 5141.423894 = -4633164.060238
  nChanged 2
		SP:Iteration 24Q (4993.590000 sec): 3 clusters
  Score: Raw -4638307.475611 + Penalty 5141.423894 = -4633166.051717
  nChanged 3
		SP:Iteration 25Q (4993.670000 sec): 3 clusters
  Score: Raw -4638310.985385 + Penalty 5141.423894 = -4633169.561490
  nChanged 2
		SP:Iteration 26Q (4993.750000 sec): 3 clusters
  Score: Raw -4638313.119572 + Penalty 5141.423894 = -4633171.695677
  nChanged 1
		SP:Iteration 27Q (4993.830000 sec): 3 clusters
  Score: Raw -4638313.470817 + Penalty 5141.423894 = -4633172.046922
  nChanged 0
		SP:Iteration 28F (4993.940000 sec): 3 clusters
  Score: Raw -4638313.470817 + Penalty 5141.423894 = -4633172.046922
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4994.270000 sec): 2 clusters
  Score: Raw -14271812.684138 + Penalty 2850.668017 = -14268962.016121
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4994.630000 sec): 3 clusters
  Score: Raw -14209194.149512 + Penalty 5701.336035 = -14203492.813477
  nChanged 46207
		SP:Iteration 1F (4995.000000 sec): 3 clusters
  Score: Raw -14235929.844490 + Penalty 5701.336035 = -14230228.508455
  nChanged 3828
		SP:Iteration 2Q (4995.370000 sec): 3 clusters
  Score: Raw -14237183.768875 + Penalty 5701.336035 = -14231482.432841
  nChanged 4508
		SP:Iteration 3Q (4995.740000 sec): 3 clusters
  Score: Raw -14239064.504018 + Penalty 5701.336035 = -14233363.167983
  nChanged 5565
		SP:Iteration 4F (4996.110000 sec): 3 clusters
  Score: Raw -14242016.190886 + Penalty 5701.336035 = -14236314.854851
  nChanged 6726
		SP:Iteration 5F (4996.470000 sec): 3 clusters
  Score: Raw -14246434.469671 + Penalty 5701.336035 = -14240733.133636
  nChanged 7478
		SP:Iteration 6F (4996.830000 sec): 3 clusters
  Score: Raw -14252211.976688 + Penalty 5701.336035 = -14246510.640653
  nChanged 7111
		SP:Iteration 7F (4997.200000 sec): 3 clusters
  Score: Raw -14258299.004500 + Penalty 5701.336035 = -14252597.668465
  nChanged 5621
		SP:Iteration 8F (4997.560000 sec): 3 clusters
  Score: Raw -14263530.787474 + Penalty 5701.336035 = -14257829.451439
  nChanged 3688
		SP:Iteration 9Q (4997.910000 sec): 3 clusters
  Score: Raw -14267381.755241 + Penalty 5701.336035 = -14261680.419206
  nChanged 2179
		SP:Iteration 10Q (4998.230000 sec): 3 clusters
  Score: Raw -14269691.268205 + Penalty 5701.336035 = -14263989.932170
  nChanged 1347
		SP:Iteration 11Q (4998.530000 sec): 3 clusters
  Score: Raw -14270771.326791 + Penalty 5701.336035 = -14265069.990756
  nChanged 864
		SP:Iteration 12Q (4998.810000 sec): 3 clusters
  Score: Raw -14271297.154992 + Penalty 5701.336035 = -14265595.818957
  nChanged 588
		SP:Iteration 13Q (4999.080000 sec): 3 clusters
  Score: Raw -14271586.802413 + Penalty 5701.336035 = -14265885.466378
  nChanged 455
		SP:Iteration 14Q (4999.360000 sec): 3 clusters
  Score: Raw -14271787.772107 + Penalty 5701.336035 = -14266086.436072
  nChanged 404
		SP:Iteration 15Q (4999.630000 sec): 3 clusters
  Score: Raw -14271961.105308 + Penalty 5701.336035 = -14266259.769273
  nChanged 333
		SP:Iteration 16Q (4999.900000 sec): 3 clusters
  Score: Raw -14272082.586586 + Penalty 5701.336035 = -14266381.250551
  nChanged 253
		SP:Iteration 17Q (5000.170000 sec): 3 clusters
  Score: Raw -14272170.755141 + Penalty 5701.336035 = -14266469.419106
  nChanged 236
		SP:Iteration 18Q (5000.430000 sec): 3 clusters
  Score: Raw -14272243.369071 + Penalty 5701.336035 = -14266542.033036
  nChanged 197
		SP:Iteration 19Q (5000.700000 sec): 3 clusters
  Score: Raw -14272299.838996 + Penalty 5701.336035 = -14266598.502961
  nChanged 183
		SP:Iteration 20F (5001.060000 sec): 3 clusters
  Score: Raw -14272349.881877 + Penalty 5701.336035 = -14266648.545842
  nChanged 149
		SP:Iteration 21Q (5001.320000 sec): 3 clusters
  Score: Raw -14272388.106204 + Penalty 5701.336035 = -14266686.770169
  nChanged 122
		SP:Iteration 22Q (5001.590000 sec): 3 clusters
  Score: Raw -14272420.695117 + Penalty 5701.336035 = -14266719.359082
  nChanged 112
		SP:Iteration 23Q (5001.850000 sec): 3 clusters
  Score: Raw -14272450.661881 + Penalty 5701.336035 = -14266749.325846
  nChanged 96
		SP:Iteration 24Q (5002.120000 sec): 3 clusters
  Score: Raw -14272474.890576 + Penalty 5701.336035 = -14266773.554541
  nChanged 92
		SP:Iteration 25Q (5002.380000 sec): 3 clusters
  Score: Raw -14272496.136111 + Penalty 5701.336035 = -14266794.800076
  nChanged 84
		SP:Iteration 26Q (5002.640000 sec): 3 clusters
  Score: Raw -14272516.721647 + Penalty 5701.336035 = -14266815.385612
  nChanged 72
		SP:Iteration 27Q (5002.900000 sec): 3 clusters
  Score: Raw -14272530.416570 + Penalty 5701.336035 = -14266829.080535
  nChanged 49
		SP:Iteration 28Q (5003.160000 sec): 3 clusters
  Score: Raw -14272540.645774 + Penalty 5701.336035 = -14266839.309739
  nChanged 32
		SP:Iteration 29Q (5003.420000 sec): 3 clusters
  Score: Raw -14272547.501021 + Penalty 5701.336035 = -14266846.164986
  nChanged 34
		SP:Iteration 30Q (5003.680000 sec): 3 clusters
  Score: Raw -14272553.404997 + Penalty 5701.336035 = -14266852.068962
  nChanged 33
		SP:Iteration 31Q (5003.940000 sec): 3 clusters
  Score: Raw -14272560.088761 + Penalty 5701.336035 = -14266858.752726
  nChanged 36
		SP:Iteration 32Q (5004.200000 sec): 3 clusters
  Score: Raw -14272566.620564 + Penalty 5701.336035 = -14266865.284529
  nChanged 29
		SP:Iteration 33Q (5004.450000 sec): 3 clusters
  Score: Raw -14272571.070294 + Penalty 5701.336035 = -14266869.734259
  nChanged 22
		SP:Iteration 34Q (5004.710000 sec): 3 clusters
  Score: Raw -14272575.003405 + Penalty 5701.336035 = -14266873.667370
  nChanged 20
		SP:Iteration 35Q (5004.970000 sec): 3 clusters
  Score: Raw -14272578.650489 + Penalty 5701.336035 = -14266877.314454
  nChanged 26
		SP:Iteration 36Q (5005.230000 sec): 3 clusters
  Score: Raw -14272583.350738 + Penalty 5701.336035 = -14266882.014703
  nChanged 18
		SP:Iteration 37Q (5005.490000 sec): 3 clusters
  Score: Raw -14272586.442954 + Penalty 5701.336035 = -14266885.106919
  nChanged 17
		SP:Iteration 38Q (5005.750000 sec): 3 clusters
  Score: Raw -14272588.849993 + Penalty 5701.336035 = -14266887.513958
  nChanged 14
		SP:Iteration 39Q (5006.010000 sec): 3 clusters
  Score: Raw -14272590.653198 + Penalty 5701.336035 = -14266889.317163
  nChanged 7
		SP:Iteration 40F (5006.380000 sec): 3 clusters
  Score: Raw -14272591.576888 + Penalty 5701.336035 = -14266890.240853
  nChanged 5
		SP:Iteration 41Q (5006.640000 sec): 3 clusters
  Score: Raw -14272592.243628 + Penalty 5701.336035 = -14266890.907593
  nChanged 6
		SP:Iteration 42Q (5006.900000 sec): 3 clusters
  Score: Raw -14272593.336620 + Penalty 5701.336035 = -14266892.000585
  nChanged 8
		SP:Iteration 43Q (5007.160000 sec): 3 clusters
  Score: Raw -14272594.609887 + Penalty 5701.336035 = -14266893.273852
  nChanged 8
		SP:Iteration 44Q (5007.410000 sec): 3 clusters
  Score: Raw -14272595.841207 + Penalty 5701.336035 = -14266894.505172
  nChanged 12
		SP:Iteration 45Q (5007.670000 sec): 3 clusters
  Score: Raw -14272597.324659 + Penalty 5701.336035 = -14266895.988624
  nChanged 5
		SP:Iteration 46Q (5007.930000 sec): 3 clusters
  Score: Raw -14272598.359476 + Penalty 5701.336035 = -14266897.023441
  nChanged 5
		SP:Iteration 47Q (5008.190000 sec): 3 clusters
  Score: Raw -14272599.073228 + Penalty 5701.336035 = -14266897.737193
  nChanged 6
		SP:Iteration 48Q (5008.450000 sec): 3 clusters
  Score: Raw -14272600.056831 + Penalty 5701.336035 = -14266898.720796
  nChanged 9
		SP:Iteration 49Q (5008.700000 sec): 3 clusters
  Score: Raw -14272601.620443 + Penalty 5701.336035 = -14266900.284408
  nChanged 11
		SP:Iteration 50Q (5008.960000 sec): 3 clusters
  Score: Raw -14272603.493548 + Penalty 5701.336035 = -14266902.157513
  nChanged 7
		SP:Iteration 51Q (5009.220000 sec): 3 clusters
  Score: Raw -14272604.435925 + Penalty 5701.336035 = -14266903.099890
  nChanged 9
		SP:Iteration 52Q (5009.480000 sec): 3 clusters
  Score: Raw -14272605.713862 + Penalty 5701.336035 = -14266904.377828
  nChanged 10
		SP:Iteration 53Q (5009.740000 sec): 3 clusters
  Score: Raw -14272607.375233 + Penalty 5701.336035 = -14266906.039198
  nChanged 10
		SP:Iteration 54Q (5010.000000 sec): 3 clusters
  Score: Raw -14272609.094195 + Penalty 5701.336035 = -14266907.758160
  nChanged 10
		SP:Iteration 55Q (5010.250000 sec): 3 clusters
  Score: Raw -14272610.877710 + Penalty 5701.336035 = -14266909.541675
  nChanged 11
		SP:Iteration 56Q (5010.510000 sec): 3 clusters
  Score: Raw -14272612.782768 + Penalty 5701.336035 = -14266911.446733
  nChanged 8
		SP:Iteration 57Q (5010.770000 sec): 3 clusters
  Score: Raw -14272614.732496 + Penalty 5701.336035 = -14266913.396461
  nChanged 12
		SP:Iteration 58Q (5011.030000 sec): 3 clusters
  Score: Raw -14272616.977322 + Penalty 5701.336035 = -14266915.641288
  nChanged 15
		SP:Iteration 59Q (5011.280000 sec): 3 clusters
  Score: Raw -14272620.074743 + Penalty 5701.336035 = -14266918.738708
  nChanged 11
		SP:Iteration 60F (5011.660000 sec): 3 clusters
  Score: Raw -14272622.072578 + Penalty 5701.336035 = -14266920.736543
  nChanged 23
		SP:Iteration 61Q (5011.920000 sec): 3 clusters
  Score: Raw -14272626.148629 + Penalty 5701.336035 = -14266924.812594
  nChanged 24
		SP:Iteration 62Q (5012.170000 sec): 3 clusters
  Score: Raw -14272630.053263 + Penalty 5701.336035 = -14266928.717228
  nChanged 24
		SP:Iteration 63Q (5012.430000 sec): 3 clusters
  Score: Raw -14272636.126444 + Penalty 5701.336035 = -14266934.790409
  nChanged 25
		SP:Iteration 64Q (5012.690000 sec): 3 clusters
  Score: Raw -14272641.365543 + Penalty 5701.336035 = -14266940.029508
  nChanged 23
		SP:Iteration 65Q (5012.950000 sec): 3 clusters
  Score: Raw -14272646.190163 + Penalty 5701.336035 = -14266944.854128
  nChanged 17
		SP:Iteration 66Q (5013.200000 sec): 3 clusters
  Score: Raw -14272648.734203 + Penalty 5701.336035 = -14266947.398168
  nChanged 10
		SP:Iteration 67Q (5013.460000 sec): 3 clusters
  Score: Raw -14272650.082240 + Penalty 5701.336035 = -14266948.746205
  nChanged 6
		SP:Iteration 68Q (5013.720000 sec): 3 clusters
  Score: Raw -14272650.933990 + Penalty 5701.336035 = -14266949.597955
  nChanged 3
		SP:Iteration 69Q (5013.980000 sec): 3 clusters
  Score: Raw -14272651.350352 + Penalty 5701.336035 = -14266950.014317
  nChanged 5
		SP:Iteration 70Q (5014.240000 sec): 3 clusters
  Score: Raw -14272652.319471 + Penalty 5701.336035 = -14266950.983436
  nChanged 7
		SP:Iteration 71Q (5014.500000 sec): 3 clusters
  Score: Raw -14272653.450526 + Penalty 5701.336035 = -14266952.114491
  nChanged 6
		SP:Iteration 72Q (5014.750000 sec): 3 clusters
  Score: Raw -14272654.140355 + Penalty 5701.336035 = -14266952.804320
  nChanged 4
		SP:Iteration 73Q (5015.010000 sec): 3 clusters
  Score: Raw -14272654.682338 + Penalty 5701.336035 = -14266953.346303
  nChanged 3
		SP:Iteration 74Q (5015.270000 sec): 3 clusters
  Score: Raw -14272655.149217 + Penalty 5701.336035 = -14266953.813182
  nChanged 2
		SP:Iteration 75Q (5015.530000 sec): 3 clusters
  Score: Raw -14272655.657732 + Penalty 5701.336035 = -14266954.321698
  nChanged 1
		SP:Iteration 76Q (5015.790000 sec): 3 clusters
  Score: Raw -14272656.060657 + Penalty 5701.336035 = -14266954.724622
  nChanged 0
		SP:Iteration 77F (5016.150000 sec): 3 clusters
  Score: Raw -14272656.060657 + Penalty 5701.336035 = -14266954.724622
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (35245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5016.300000 sec): 2 clusters
  Score: Raw -5468772.622828 + Penalty 2596.579581 = -5466176.043248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5016.430000 sec): 3 clusters
  Score: Raw -5447384.159394 + Penalty 5193.159161 = -5442191.000233
  nChanged 16045
		SP:Iteration 1F (5016.560000 sec): 3 clusters
  Score: Raw -5455881.267776 + Penalty 5193.159161 = -5450688.108615
  nChanged 1479
		SP:Iteration 2Q (5016.690000 sec): 3 clusters
  Score: Raw -5456282.433045 + Penalty 5193.159161 = -5451089.273884
  nChanged 1317
		SP:Iteration 3Q (5016.820000 sec): 3 clusters
  Score: Raw -5456642.251879 + Penalty 5193.159161 = -5451449.092718
  nChanged 1235
		SP:Iteration 4Q (5016.960000 sec): 3 clusters
  Score: Raw -5457000.482922 + Penalty 5193.159161 = -5451807.323760
  nChanged 1278
		SP:Iteration 5Q (5017.090000 sec): 3 clusters
  Score: Raw -5457423.441988 + Penalty 5193.159161 = -5452230.282827
  nChanged 1394
		SP:Iteration 6Q (5017.220000 sec): 3 clusters
  Score: Raw -5457956.250445 + Penalty 5193.159161 = -5452763.091284
  nChanged 1604
		SP:Iteration 7Q (5017.360000 sec): 3 clusters
  Score: Raw -5458719.020814 + Penalty 5193.159161 = -5453525.861653
  nChanged 2011
		SP:Iteration 8F (5017.480000 sec): 3 clusters
  Score: Raw -5459925.779529 + Penalty 5193.159161 = -5454732.620367
  nChanged 2395
		SP:Iteration 9F (5017.610000 sec): 3 clusters
  Score: Raw -5461702.655936 + Penalty 5193.159161 = -5456509.496775
  nChanged 2506
		SP:Iteration 10F (5017.740000 sec): 3 clusters
  Score: Raw -5463887.938207 + Penalty 5193.159161 = -5458694.779046
  nChanged 2270
		SP:Iteration 11F (5017.870000 sec): 3 clusters
  Score: Raw -5466056.006291 + Penalty 5193.159161 = -5460862.847130
  nChanged 1566
		SP:Iteration 12Q (5018.000000 sec): 3 clusters
  Score: Raw -5467571.701026 + Penalty 5193.159161 = -5462378.541864
  nChanged 847
		SP:Iteration 13Q (5018.120000 sec): 3 clusters
  Score: Raw -5468330.125624 + Penalty 5193.159161 = -5463136.966463
  nChanged 406
		SP:Iteration 14Q (5018.220000 sec): 3 clusters
  Score: Raw -5468697.726468 + Penalty 5193.159161 = -5463504.567307
  nChanged 190
		SP:Iteration 15Q (5018.320000 sec): 3 clusters
  Score: Raw -5468876.037124 + Penalty 5193.159161 = -5463682.877963
  nChanged 109
		SP:Iteration 16Q (5018.420000 sec): 3 clusters
  Score: Raw -5468989.400144 + Penalty 5193.159161 = -5463796.240983
  nChanged 67
		SP:Iteration 17Q (5018.520000 sec): 3 clusters
  Score: Raw -5469060.245832 + Penalty 5193.159161 = -5463867.086671
  nChanged 29
		SP:Iteration 18Q (5018.610000 sec): 3 clusters
  Score: Raw -5469088.723919 + Penalty 5193.159161 = -5463895.564757
  nChanged 14
		SP:Iteration 19Q (5018.700000 sec): 3 clusters
  Score: Raw -5469102.101650 + Penalty 5193.159161 = -5463908.942488
  nChanged 10
		SP:Iteration 20F (5018.830000 sec): 3 clusters
  Score: Raw -5469111.413850 + Penalty 5193.159161 = -5463918.254688
  nChanged 5
		SP:Iteration 21Q (5018.920000 sec): 3 clusters
  Score: Raw -5469117.162340 + Penalty 5193.159161 = -5463924.003178
  nChanged 5
		SP:Iteration 22Q (5019.020000 sec): 3 clusters
  Score: Raw -5469120.847083 + Penalty 5193.159161 = -5463927.687922
  nChanged 6
		SP:Iteration 23Q (5019.110000 sec): 3 clusters
  Score: Raw -5469126.816195 + Penalty 5193.159161 = -5463933.657034
  nChanged 4
		SP:Iteration 24Q (5019.200000 sec): 3 clusters
  Score: Raw -5469130.662477 + Penalty 5193.159161 = -5463937.503315
  nChanged 6
		SP:Iteration 25Q (5019.290000 sec): 3 clusters
  Score: Raw -5469138.044478 + Penalty 5193.159161 = -5463944.885317
  nChanged 6
		SP:Iteration 26Q (5019.380000 sec): 3 clusters
  Score: Raw -5469143.290070 + Penalty 5193.159161 = -5463950.130908
  nChanged 4
		SP:Iteration 27Q (5019.480000 sec): 3 clusters
  Score: Raw -5469146.537218 + Penalty 5193.159161 = -5463953.378057
  nChanged 0
		SP:Iteration 28F (5019.600000 sec): 3 clusters
  Score: Raw -5469146.537218 + Penalty 5193.159161 = -5463953.378057
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5019.930000 sec): 2 clusters
  Score: Raw -14585300.756965 + Penalty 2852.045792 = -14582448.711173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5020.290000 sec): 3 clusters
  Score: Raw -14522037.953948 + Penalty 5704.091584 = -14516333.862365
  nChanged 46554
		SP:Iteration 1F (5020.660000 sec): 3 clusters
  Score: Raw -14548705.684191 + Penalty 5704.091584 = -14543001.592607
  nChanged 3590
		SP:Iteration 2Q (5021.030000 sec): 3 clusters
  Score: Raw -14549761.678664 + Penalty 5704.091584 = -14544057.587080
  nChanged 3990
		SP:Iteration 3Q (5021.400000 sec): 3 clusters
  Score: Raw -14551194.908211 + Penalty 5704.091584 = -14545490.816627
  nChanged 4802
		SP:Iteration 4Q (5021.780000 sec): 3 clusters
  Score: Raw -14553362.402646 + Penalty 5704.091584 = -14547658.311063
  nChanged 5918
		SP:Iteration 5F (5022.140000 sec): 3 clusters
  Score: Raw -14556770.790376 + Penalty 5704.091584 = -14551066.698793
  nChanged 7069
		SP:Iteration 6F (5022.500000 sec): 3 clusters
  Score: Raw -14561739.414832 + Penalty 5704.091584 = -14556035.323248
  nChanged 7776
		SP:Iteration 7F (5022.870000 sec): 3 clusters
  Score: Raw -14567906.687016 + Penalty 5704.091584 = -14562202.595432
  nChanged 7092
		SP:Iteration 8F (5023.240000 sec): 3 clusters
  Score: Raw -14573936.235107 + Penalty 5704.091584 = -14568232.143524
  nChanged 5641
		SP:Iteration 9F (5023.600000 sec): 3 clusters
  Score: Raw -14578850.308559 + Penalty 5704.091584 = -14573146.216975
  nChanged 3713
		SP:Iteration 10Q (5023.960000 sec): 3 clusters
  Score: Raw -14582041.841932 + Penalty 5704.091584 = -14576337.750348
  nChanged 2138
		SP:Iteration 11Q (5024.310000 sec): 3 clusters
  Score: Raw -14583839.440633 + Penalty 5704.091584 = -14578135.349049
  nChanged 1063
		SP:Iteration 12Q (5024.620000 sec): 3 clusters
  Score: Raw -14584735.637496 + Penalty 5704.091584 = -14579031.545913
  nChanged 549
		SP:Iteration 13Q (5024.910000 sec): 3 clusters
  Score: Raw -14585225.978765 + Penalty 5704.091584 = -14579521.887181
  nChanged 277
		SP:Iteration 14Q (5025.180000 sec): 3 clusters
  Score: Raw -14585472.459346 + Penalty 5704.091584 = -14579768.367762
  nChanged 162
		SP:Iteration 15Q (5025.450000 sec): 3 clusters
  Score: Raw -14585610.810046 + Penalty 5704.091584 = -14579906.718462
  nChanged 99
		SP:Iteration 16Q (5025.710000 sec): 3 clusters
  Score: Raw -14585691.789744 + Penalty 5704.091584 = -14579987.698160
  nChanged 65
		SP:Iteration 17Q (5025.960000 sec): 3 clusters
  Score: Raw -14585748.187523 + Penalty 5704.091584 = -14580044.095940
  nChanged 44
		SP:Iteration 18Q (5026.220000 sec): 3 clusters
  Score: Raw -14585779.511028 + Penalty 5704.091584 = -14580075.419445
  nChanged 25
		SP:Iteration 19Q (5026.470000 sec): 3 clusters
  Score: Raw -14585797.804706 + Penalty 5704.091584 = -14580093.713123
  nChanged 17
		SP:Iteration 20F (5026.830000 sec): 3 clusters
  Score: Raw -14585812.567750 + Penalty 5704.091584 = -14580108.476166
  nChanged 17
		SP:Iteration 21Q (5027.080000 sec): 3 clusters
  Score: Raw -14585825.873523 + Penalty 5704.091584 = -14580121.781939
  nChanged 15
		SP:Iteration 22Q (5027.340000 sec): 3 clusters
  Score: Raw -14585834.275742 + Penalty 5704.091584 = -14580130.184159
  nChanged 10
		SP:Iteration 23Q (5027.590000 sec): 3 clusters
  Score: Raw -14585840.196726 + Penalty 5704.091584 = -14580136.105143
  nChanged 7
		SP:Iteration 24Q (5027.840000 sec): 3 clusters
  Score: Raw -14585843.251361 + Penalty 5704.091584 = -14580139.159778
  nChanged 4
		SP:Iteration 25Q (5028.090000 sec): 3 clusters
  Score: Raw -14585846.127088 + Penalty 5704.091584 = -14580142.035505
  nChanged 6
		SP:Iteration 26Q (5028.340000 sec): 3 clusters
  Score: Raw -14585849.320816 + Penalty 5704.091584 = -14580145.229233
  nChanged 2
		SP:Iteration 27Q (5028.600000 sec): 3 clusters
  Score: Raw -14585849.998568 + Penalty 5704.091584 = -14580145.906984
  nChanged 0
		SP:Iteration 28F (5028.960000 sec): 3 clusters
  Score: Raw -14585849.998568 + Penalty 5704.091584 = -14580145.906984
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5029.000000 sec): 2 clusters
  Score: Raw -74856.291948 + Penalty 1616.382476 = -73239.909472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5029.000000 sec): 3 clusters
  Score: Raw -75115.875612 + Penalty 3232.764951 = -71883.110660
  nChanged 233
		SP:Iteration 1F (5029.000000 sec): 3 clusters
  Score: Raw -77619.641638 + Penalty 3232.764951 = -74386.876686
  nChanged 101
		SP:Iteration 2F (5029.000000 sec): 3 clusters
  Score: Raw -79141.435058 + Penalty 3232.764951 = -75908.670106
  nChanged 23
		SP:Iteration 3Q (5029.000000 sec): 3 clusters
  Score: Raw -79742.237510 + Penalty 3232.764951 = -76509.472558
  nChanged 8
		SP:Iteration 4Q (5029.010000 sec): 3 clusters
  Score: Raw -79800.997213 + Penalty 3232.764951 = -76568.232262
  nChanged 2
		SP:Iteration 5Q (5029.010000 sec): 3 clusters
  Score: Raw -79805.578119 + Penalty 3232.764951 = -76572.813167
  nChanged 1
		SP:Iteration 6Q (5029.010000 sec): 3 clusters
  Score: Raw -79807.169169 + Penalty 3232.764951 = -76574.404218
  nChanged 0
		SP:Iteration 7F (5029.010000 sec): 3 clusters
  Score: Raw -79807.169169 + Penalty 3232.764951 = -76574.404218
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 31.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5029.190000 sec): 2 clusters
  Score: Raw -7518386.432317 + Penalty 2689.191557 = -7515697.240760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5029.380000 sec): 3 clusters
  Score: Raw -7486611.156517 + Penalty 5378.383114 = -7481232.773403
  nChanged 23699
		SP:Iteration 1F (5029.560000 sec): 3 clusters
  Score: Raw -7499612.513508 + Penalty 5378.383114 = -7494234.130394
  nChanged 2027
		SP:Iteration 2Q (5029.760000 sec): 3 clusters
  Score: Raw -7500164.414760 + Penalty 5378.383114 = -7494786.031647
  nChanged 1919
		SP:Iteration 3Q (5029.950000 sec): 3 clusters
  Score: Raw -7500728.462583 + Penalty 5378.383114 = -7495350.079469
  nChanged 1950
		SP:Iteration 4Q (5030.140000 sec): 3 clusters
  Score: Raw -7501332.391914 + Penalty 5378.383114 = -7495954.008800
  nChanged 2013
		SP:Iteration 5Q (5030.340000 sec): 3 clusters
  Score: Raw -7501951.877894 + Penalty 5378.383114 = -7496573.494781
  nChanged 2039
		SP:Iteration 6Q (5030.530000 sec): 3 clusters
  Score: Raw -7502658.197254 + Penalty 5378.383114 = -7497279.814141
  nChanged 2252
		SP:Iteration 7Q (5030.730000 sec): 3 clusters
  Score: Raw -7503518.584425 + Penalty 5378.383114 = -7498140.201312
  nChanged 2352
		SP:Iteration 8Q (5030.920000 sec): 3 clusters
  Score: Raw -7504489.332602 + Penalty 5378.383114 = -7499110.949488
  nChanged 2358
		SP:Iteration 9Q (5031.110000 sec): 3 clusters
  Score: Raw -7505531.563023 + Penalty 5378.383114 = -7500153.179910
  nChanged 2441
		SP:Iteration 10Q (5031.310000 sec): 3 clusters
  Score: Raw -7506677.832525 + Penalty 5378.383114 = -7501299.449411
  nChanged 2375
		SP:Iteration 11Q (5031.500000 sec): 3 clusters
  Score: Raw -7507859.218467 + Penalty 5378.383114 = -7502480.835353
  nChanged 2280
		SP:Iteration 12Q (5031.690000 sec): 3 clusters
  Score: Raw -7509062.536901 + Penalty 5378.383114 = -7503684.153787
  nChanged 2105
		SP:Iteration 13Q (5031.880000 sec): 3 clusters
  Score: Raw -7510290.216784 + Penalty 5378.383114 = -7504911.833671
  nChanged 1935
		SP:Iteration 14Q (5032.070000 sec): 3 clusters
  Score: Raw -7511533.720237 + Penalty 5378.383114 = -7506155.337123
  nChanged 1713
		SP:Iteration 15Q (5032.270000 sec): 3 clusters
  Score: Raw -7512751.663611 + Penalty 5378.383114 = -7507373.280497
  nChanged 1516
		SP:Iteration 16Q (5032.460000 sec): 3 clusters
  Score: Raw -7513925.144643 + Penalty 5378.383114 = -7508546.761529
  nChanged 1309
		SP:Iteration 17Q (5032.640000 sec): 3 clusters
  Score: Raw -7514931.052902 + Penalty 5378.383114 = -7509552.669788
  nChanged 1048
		SP:Iteration 18Q (5032.810000 sec): 3 clusters
  Score: Raw -7515649.354926 + Penalty 5378.383114 = -7510270.971812
  nChanged 815
		SP:Iteration 19Q (5032.970000 sec): 3 clusters
  Score: Raw -7516138.546203 + Penalty 5378.383114 = -7510760.163089
  nChanged 632
		SP:Iteration 20F (5033.160000 sec): 3 clusters
  Score: Raw -7516492.708259 + Penalty 5378.383114 = -7511114.325146
  nChanged 546
		SP:Iteration 21Q (5033.310000 sec): 3 clusters
  Score: Raw -7516777.616510 + Penalty 5378.383114 = -7511399.233396
  nChanged 462
		SP:Iteration 22Q (5033.460000 sec): 3 clusters
  Score: Raw -7517018.450164 + Penalty 5378.383114 = -7511640.067051
  nChanged 393
		SP:Iteration 23Q (5033.610000 sec): 3 clusters
  Score: Raw -7517218.123774 + Penalty 5378.383114 = -7511839.740660
  nChanged 345
		SP:Iteration 24Q (5033.750000 sec): 3 clusters
  Score: Raw -7517390.326543 + Penalty 5378.383114 = -7512011.943429
  nChanged 313
		SP:Iteration 25Q (5033.890000 sec): 3 clusters
  Score: Raw -7517542.396499 + Penalty 5378.383114 = -7512164.013386
  nChanged 273
		SP:Iteration 26Q (5034.040000 sec): 3 clusters
  Score: Raw -7517666.008036 + Penalty 5378.383114 = -7512287.624922
  nChanged 237
		SP:Iteration 27Q (5034.180000 sec): 3 clusters
  Score: Raw -7517779.963347 + Penalty 5378.383114 = -7512401.580233
  nChanged 228
		SP:Iteration 28Q (5034.320000 sec): 3 clusters
  Score: Raw -7517895.373466 + Penalty 5378.383114 = -7512516.990352
  nChanged 193
		SP:Iteration 29Q (5034.450000 sec): 3 clusters
  Score: Raw -7517986.302519 + Penalty 5378.383114 = -7512607.919406
  nChanged 174
		SP:Iteration 30Q (5034.590000 sec): 3 clusters
  Score: Raw -7518064.443255 + Penalty 5378.383114 = -7512686.060141
  nChanged 147
		SP:Iteration 31Q (5034.730000 sec): 3 clusters
  Score: Raw -7518140.121627 + Penalty 5378.383114 = -7512761.738513
  nChanged 135
		SP:Iteration 32Q (5034.870000 sec): 3 clusters
  Score: Raw -7518210.325274 + Penalty 5378.383114 = -7512831.942160
  nChanged 128
		SP:Iteration 33Q (5035.000000 sec): 3 clusters
  Score: Raw -7518281.429895 + Penalty 5378.383114 = -7512903.046782
  nChanged 107
		SP:Iteration 34Q (5035.140000 sec): 3 clusters
  Score: Raw -7518340.279828 + Penalty 5378.383114 = -7512961.896714
  nChanged 99
		SP:Iteration 35Q (5035.270000 sec): 3 clusters
  Score: Raw -7518395.949832 + Penalty 5378.383114 = -7513017.566718
  nChanged 79
		SP:Iteration 36Q (5035.410000 sec): 3 clusters
  Score: Raw -7518446.456500 + Penalty 5378.383114 = -7513068.073386
  nChanged 69
		SP:Iteration 37Q (5035.540000 sec): 3 clusters
  Score: Raw -7518486.445706 + Penalty 5378.383114 = -7513108.062593
  nChanged 59
		SP:Iteration 38Q (5035.670000 sec): 3 clusters
  Score: Raw -7518518.742801 + Penalty 5378.383114 = -7513140.359688
  nChanged 40
		SP:Iteration 39Q (5035.800000 sec): 3 clusters
  Score: Raw -7518540.085493 + Penalty 5378.383114 = -7513161.702379
  nChanged 38
		SP:Iteration 40F (5035.990000 sec): 3 clusters
  Score: Raw -7518560.701626 + Penalty 5378.383114 = -7513182.318513
  nChanged 22
		SP:Iteration 41Q (5036.120000 sec): 3 clusters
  Score: Raw -7518574.797414 + Penalty 5378.383114 = -7513196.414300
  nChanged 23
		SP:Iteration 42Q (5036.250000 sec): 3 clusters
  Score: Raw -7518590.677934 + Penalty 5378.383114 = -7513212.294820
  nChanged 24
		SP:Iteration 43Q (5036.390000 sec): 3 clusters
  Score: Raw -7518605.666478 + Penalty 5378.383114 = -7513227.283365
  nChanged 19
		SP:Iteration 44Q (5036.520000 sec): 3 clusters
  Score: Raw -7518618.670188 + Penalty 5378.383114 = -7513240.287074
  nChanged 17
		SP:Iteration 45Q (5036.650000 sec): 3 clusters
  Score: Raw -7518628.219473 + Penalty 5378.383114 = -7513249.836359
  nChanged 18
		SP:Iteration 46Q (5036.780000 sec): 3 clusters
  Score: Raw -7518638.627996 + Penalty 5378.383114 = -7513260.244883
  nChanged 21
		SP:Iteration 47Q (5036.910000 sec): 3 clusters
  Score: Raw -7518651.679323 + Penalty 5378.383114 = -7513273.296209
  nChanged 20
		SP:Iteration 48Q (5037.040000 sec): 3 clusters
  Score: Raw -7518662.159345 + Penalty 5378.383114 = -7513283.776231
  nChanged 12
		SP:Iteration 49Q (5037.170000 sec): 3 clusters
  Score: Raw -7518669.303734 + Penalty 5378.383114 = -7513290.920620
  nChanged 10
		SP:Iteration 50Q (5037.310000 sec): 3 clusters
  Score: Raw -7518675.204379 + Penalty 5378.383114 = -7513296.821265
  nChanged 8
		SP:Iteration 51Q (5037.440000 sec): 3 clusters
  Score: Raw -7518681.203046 + Penalty 5378.383114 = -7513302.819933
  nChanged 16
		SP:Iteration 52Q (5037.570000 sec): 3 clusters
  Score: Raw -7518691.445834 + Penalty 5378.383114 = -7513313.062721
  nChanged 15
		SP:Iteration 53Q (5037.700000 sec): 3 clusters
  Score: Raw -7518704.401567 + Penalty 5378.383114 = -7513326.018453
  nChanged 10
		SP:Iteration 54Q (5037.830000 sec): 3 clusters
  Score: Raw -7518709.182794 + Penalty 5378.383114 = -7513330.799680
  nChanged 4
		SP:Iteration 55Q (5037.960000 sec): 3 clusters
  Score: Raw -7518712.060359 + Penalty 5378.383114 = -7513333.677246
  nChanged 2
		SP:Iteration 56Q (5038.090000 sec): 3 clusters
  Score: Raw -7518713.100144 + Penalty 5378.383114 = -7513334.717031
  nChanged 2
		SP:Iteration 57Q (5038.220000 sec): 3 clusters
  Score: Raw -7518714.415783 + Penalty 5378.383114 = -7513336.032669
  nChanged 2
		SP:Iteration 58Q (5038.350000 sec): 3 clusters
  Score: Raw -7518715.953410 + Penalty 5378.383114 = -7513337.570296
  nChanged 2
		SP:Iteration 59Q (5038.490000 sec): 3 clusters
  Score: Raw -7518717.159241 + Penalty 5378.383114 = -7513338.776128
  nChanged 1
		SP:Iteration 60F (5038.670000 sec): 3 clusters
  Score: Raw -7518717.520593 + Penalty 5378.383114 = -7513339.137479
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5038.700000 sec): 2 clusters
  Score: Raw -61959.110712 + Penalty 1516.741247 = -60442.369465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5038.700000 sec): 3 clusters
  Score: Raw -62215.975112 + Penalty 3033.482494 = -59182.492618
  nChanged 122
		SP:Iteration 1F (5038.700000 sec): 3 clusters
  Score: Raw -62618.274511 + Penalty 3033.482494 = -59584.792017
  nChanged 32
		SP:Iteration 2F (5038.700000 sec): 3 clusters
  Score: Raw -62781.051617 + Penalty 3033.482494 = -59747.569123
  nChanged 11
		SP:Iteration 3Q (5038.700000 sec): 3 clusters
  Score: Raw -62841.862565 + Penalty 3033.482494 = -59808.380071
  nChanged 6
		SP:Iteration 4Q (5038.710000 sec): 3 clusters
  Score: Raw -62871.995533 + Penalty 3033.482494 = -59838.513039
  nChanged 5
		SP:Iteration 5Q (5038.710000 sec): 3 clusters
  Score: Raw -62924.409954 + Penalty 3033.482494 = -59890.927460
  nChanged 6
		SP:Iteration 6Q (5038.710000 sec): 3 clusters
  Score: Raw -62968.044223 + Penalty 3033.482494 = -59934.561729
  nChanged 5
		SP:Iteration 7Q (5038.710000 sec): 3 clusters
  Score: Raw -62984.313484 + Penalty 3033.482494 = -59950.830989
  nChanged 5
		SP:Iteration 8Q (5038.710000 sec): 3 clusters
  Score: Raw -63005.111276 + Penalty 3033.482494 = -59971.628782
  nChanged 5
		SP:Iteration 9Q (5038.710000 sec): 3 clusters
  Score: Raw -63117.145232 + Penalty 3033.482494 = -60083.662738
  nChanged 5
		SP:Iteration 10Q (5038.710000 sec): 3 clusters
  Score: Raw -63137.873376 + Penalty 3033.482494 = -60104.390882
  nChanged 2
		SP:Iteration 11Q (5038.710000 sec): 3 clusters
  Score: Raw -63151.310793 + Penalty 3033.482494 = -60117.828299
  nChanged 2
		SP:Iteration 12Q (5038.710000 sec): 3 clusters
  Score: Raw -63155.791122 + Penalty 3033.482494 = -60122.308628
  nChanged 0
		SP:Iteration 13F (5038.720000 sec): 3 clusters
  Score: Raw -63155.791122 + Penalty 3033.482494 = -60122.308628
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5038.720000 sec): 2 clusters
  Score: Raw -89509.118693 + Penalty 1606.289146 = -87902.829547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5038.720000 sec): 3 clusters
  Score: Raw -89581.292907 + Penalty 3212.578292 = -86368.714615
  nChanged 154
		SP:Iteration 1F (5038.730000 sec): 3 clusters
  Score: Raw -90012.663123 + Penalty 3212.578292 = -86800.084831
  nChanged 58
		SP:Iteration 2F (5038.730000 sec): 3 clusters
  Score: Raw -90198.685799 + Penalty 3212.578292 = -86986.107507
  nChanged 34
		SP:Iteration 3F (5038.730000 sec): 3 clusters
  Score: Raw -90352.486208 + Penalty 3212.578292 = -87139.907916
  nChanged 31
		SP:Iteration 4Q (5038.730000 sec): 3 clusters
  Score: Raw -90497.045657 + Penalty 3212.578292 = -87284.467365
  nChanged 15
		SP:Iteration 5Q (5038.730000 sec): 3 clusters
  Score: Raw -90549.558495 + Penalty 3212.578292 = -87336.980203
  nChanged 10
		SP:Iteration 6Q (5038.740000 sec): 3 clusters
  Score: Raw -90606.040623 + Penalty 3212.578292 = -87393.462331
  nChanged 14
		SP:Iteration 7Q (5038.740000 sec): 3 clusters
  Score: Raw -90671.469067 + Penalty 3212.578292 = -87458.890775
  nChanged 7
		SP:Iteration 8Q (5038.740000 sec): 3 clusters
  Score: Raw -90714.753716 + Penalty 3212.578292 = -87502.175424
  nChanged 8
		SP:Iteration 9Q (5038.740000 sec): 3 clusters
  Score: Raw -90744.453546 + Penalty 3212.578292 = -87531.875254
  nChanged 4
		SP:Iteration 10Q (5038.750000 sec): 3 clusters
  Score: Raw -90764.009017 + Penalty 3212.578292 = -87551.430725
  nChanged 3
		SP:Iteration 11Q (5038.750000 sec): 3 clusters
  Score: Raw -90774.573601 + Penalty 3212.578292 = -87561.995309
  nChanged 1
		SP:Iteration 12Q (5038.750000 sec): 3 clusters
  Score: Raw -90779.083934 + Penalty 3212.578292 = -87566.505642
  nChanged 1
		SP:Iteration 13Q (5038.750000 sec): 3 clusters
  Score: Raw -90782.636752 + Penalty 3212.578292 = -87570.058460
  nChanged 0
		SP:Iteration 14F (5038.750000 sec): 3 clusters
  Score: Raw -90783.288242 + Penalty 3212.578292 = -87570.709950
  nChanged 2
		SP:Iteration 15Q (5038.750000 sec): 3 clusters
  Score: Raw -90816.431502 + Penalty 3212.578292 = -87603.853210
  nChanged 5
		SP:Iteration 16Q (5038.760000 sec): 3 clusters
  Score: Raw -90835.562164 + Penalty 3212.578292 = -87622.983872
  nChanged 2
		SP:Iteration 17Q (5038.760000 sec): 3 clusters
  Score: Raw -90844.610186 + Penalty 3212.578292 = -87632.031894
  nChanged 1
		SP:Iteration 18Q (5038.760000 sec): 3 clusters
  Score: Raw -90854.523845 + Penalty 3212.578292 = -87641.945553
  nChanged 2
		SP:Iteration 19Q (5038.760000 sec): 3 clusters
  Score: Raw -90869.115316 + Penalty 3212.578292 = -87656.537024
  nChanged 4
		SP:Iteration 20F (5038.770000 sec): 3 clusters
  Score: Raw -90885.932091 + Penalty 3212.578292 = -87673.353799
  nChanged 5
		SP:Iteration 21Q (5038.770000 sec): 3 clusters
  Score: Raw -90965.203045 + Penalty 3212.578292 = -87752.624753
  nChanged 12
		SP:Iteration 22Q (5038.770000 sec): 3 clusters
  Score: Raw -91153.977455 + Penalty 3212.578292 = -87941.399163
  nChanged 4
		SP:Iteration 23Q (5038.770000 sec): 3 clusters
  Score: Raw -91175.301676 + Penalty 3212.578292 = -87962.723384
  nChanged 2
		SP:Iteration 24Q (5038.770000 sec): 3 clusters
  Score: Raw -91179.520705 + Penalty 3212.578292 = -87966.942413
  nChanged 1
		SP:Iteration 25Q (5038.770000 sec): 3 clusters
  Score: Raw -91183.172529 + Penalty 3212.578292 = -87970.594237
  nChanged 0
		SP:Iteration 26F (5038.780000 sec): 3 clusters
  Score: Raw -91183.172529 + Penalty 3212.578292 = -87970.594237
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 32.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (270214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5039.680000 sec): 2 clusters
  Score: Raw -39985991.386586 + Penalty 3101.728440 = -39982889.658146
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5040.680000 sec): 3 clusters
  Score: Raw -39807195.070625 + Penalty 6203.456880 = -39800991.613745
  nChanged 130534
		SP:Iteration 1F (5041.690000 sec): 3 clusters
  Score: Raw -39883668.818350 + Penalty 6203.456880 = -39877465.361470
  nChanged 5140
		SP:Iteration 2Q (5042.710000 sec): 3 clusters
  Score: Raw -39884380.080406 + Penalty 6203.456880 = -39878176.623525
  nChanged 5340
		SP:Iteration 3Q (5043.730000 sec): 3 clusters
  Score: Raw -39885214.015522 + Penalty 6203.456880 = -39879010.558642
  nChanged 6021
		SP:Iteration 4Q (5044.760000 sec): 3 clusters
  Score: Raw -39886393.176763 + Penalty 6203.456880 = -39880189.719883
  nChanged 7530
		SP:Iteration 5Q (5045.790000 sec): 3 clusters
  Score: Raw -39888419.676715 + Penalty 6203.456880 = -39882216.219835
  nChanged 10458
		SP:Iteration 6Q (5046.820000 sec): 3 clusters
  Score: Raw -39892368.842966 + Penalty 6203.456880 = -39886165.386086
  nChanged 14971
		SP:Iteration 7F (5047.810000 sec): 3 clusters
  Score: Raw -39900321.305414 + Penalty 6203.456880 = -39894117.848534
  nChanged 21013
		SP:Iteration 8F (5048.800000 sec): 3 clusters
  Score: Raw -39915633.318684 + Penalty 6203.456880 = -39909429.861804
  nChanged 25931
		SP:Iteration 9F (5049.800000 sec): 3 clusters
  Score: Raw -39939400.881527 + Penalty 6203.456880 = -39933197.424647
  nChanged 24056
		SP:Iteration 10F (5050.800000 sec): 3 clusters
  Score: Raw -39963974.261961 + Penalty 6203.456880 = -39957770.805081
  nChanged 14675
		SP:Iteration 11F (5051.780000 sec): 3 clusters
  Score: Raw -39978945.146073 + Penalty 6203.456880 = -39972741.689193
  nChanged 5636
		SP:Iteration 12Q (5052.640000 sec): 3 clusters
  Score: Raw -39984331.825729 + Penalty 6203.456880 = -39978128.368848
  nChanged 1490
		SP:Iteration 13Q (5053.390000 sec): 3 clusters
  Score: Raw -39985717.055677 + Penalty 6203.456880 = -39979513.598796
  nChanged 333
		SP:Iteration 14Q (5054.100000 sec): 3 clusters
  Score: Raw -39986056.501078 + Penalty 6203.456880 = -39979853.044198
  nChanged 101
		SP:Iteration 15Q (5054.790000 sec): 3 clusters
  Score: Raw -39986176.642160 + Penalty 6203.456880 = -39979973.185280
  nChanged 55
		SP:Iteration 16Q (5055.470000 sec): 3 clusters
  Score: Raw -39986245.375332 + Penalty 6203.456880 = -39980041.918452
  nChanged 29
		SP:Iteration 17Q (5056.160000 sec): 3 clusters
  Score: Raw -39986285.932183 + Penalty 6203.456880 = -39980082.475303
  nChanged 19
		SP:Iteration 18Q (5056.840000 sec): 3 clusters
  Score: Raw -39986313.071881 + Penalty 6203.456880 = -39980109.615001
  nChanged 15
		SP:Iteration 19Q (5057.520000 sec): 3 clusters
  Score: Raw -39986333.491007 + Penalty 6203.456880 = -39980130.034127
  nChanged 9
		SP:Iteration 20F (5058.500000 sec): 3 clusters
  Score: Raw -39986348.705196 + Penalty 6203.456880 = -39980145.248316
  nChanged 4
		SP:Iteration 21Q (5059.190000 sec): 3 clusters
  Score: Raw -39986357.097161 + Penalty 6203.456880 = -39980153.640280
  nChanged 7
		SP:Iteration 22Q (5059.870000 sec): 3 clusters
  Score: Raw -39986371.412054 + Penalty 6203.456880 = -39980167.955174
  nChanged 11
		SP:Iteration 23Q (5060.560000 sec): 3 clusters
  Score: Raw -39986387.239845 + Penalty 6203.456880 = -39980183.782965
  nChanged 3
		SP:Iteration 24Q (5061.230000 sec): 3 clusters
  Score: Raw -39986389.437181 + Penalty 6203.456880 = -39980185.980301
  nChanged 2
		SP:Iteration 25Q (5061.920000 sec): 3 clusters
  Score: Raw -39986392.713258 + Penalty 6203.456880 = -39980189.256378
  nChanged 1
		SP:Iteration 26Q (5062.600000 sec): 3 clusters
  Score: Raw -39986393.202706 + Penalty 6203.456880 = -39980189.745826
  nChanged 0
		SP:Iteration 27F (5063.580000 sec): 3 clusters
  Score: Raw -39986393.202706 + Penalty 6203.456880 = -39980189.745826
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5063.780000 sec): 2 clusters
  Score: Raw -5117737.973293 + Penalty 2583.838474 = -5115154.134819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5063.910000 sec): 3 clusters
  Score: Raw -5097480.229071 + Penalty 5167.676948 = -5092312.552123
  nChanged 15094
		SP:Iteration 1F (5064.030000 sec): 3 clusters
  Score: Raw -5105645.391885 + Penalty 5167.676948 = -5100477.714937
  nChanged 1597
		SP:Iteration 2Q (5064.160000 sec): 3 clusters
  Score: Raw -5106239.773135 + Penalty 5167.676948 = -5101072.096187
  nChanged 1641
		SP:Iteration 3Q (5064.280000 sec): 3 clusters
  Score: Raw -5106954.868854 + Penalty 5167.676948 = -5101787.191906
  nChanged 1905
		SP:Iteration 4F (5064.410000 sec): 3 clusters
  Score: Raw -5108014.276920 + Penalty 5167.676948 = -5102846.599972
  nChanged 2303
		SP:Iteration 5F (5064.530000 sec): 3 clusters
  Score: Raw -5109584.414847 + Penalty 5167.676948 = -5104416.737899
  nChanged 2557
		SP:Iteration 6F (5064.650000 sec): 3 clusters
  Score: Raw -5111711.262778 + Penalty 5167.676948 = -5106543.585830
  nChanged 2535
		SP:Iteration 7F (5064.780000 sec): 3 clusters
  Score: Raw -5114118.887615 + Penalty 5167.676948 = -5108951.210666
  nChanged 1938
		SP:Iteration 8F (5064.900000 sec): 3 clusters
  Score: Raw -5116048.052295 + Penalty 5167.676948 = -5110880.375347
  nChanged 1126
		SP:Iteration 9Q (5065.020000 sec): 3 clusters
  Score: Raw -5117158.732710 + Penalty 5167.676948 = -5111991.055762
  nChanged 486
		SP:Iteration 10Q (5065.130000 sec): 3 clusters
  Score: Raw -5117623.107675 + Penalty 5167.676948 = -5112455.430727
  nChanged 199
		SP:Iteration 11Q (5065.230000 sec): 3 clusters
  Score: Raw -5117830.342664 + Penalty 5167.676948 = -5112662.665716
  nChanged 103
		SP:Iteration 12Q (5065.320000 sec): 3 clusters
  Score: Raw -5117922.816682 + Penalty 5167.676948 = -5112755.139734
  nChanged 46
		SP:Iteration 13Q (5065.410000 sec): 3 clusters
  Score: Raw -5117969.006302 + Penalty 5167.676948 = -5112801.329354
  nChanged 29
		SP:Iteration 14Q (5065.500000 sec): 3 clusters
  Score: Raw -5117996.713676 + Penalty 5167.676948 = -5112829.036727
  nChanged 25
		SP:Iteration 15Q (5065.590000 sec): 3 clusters
  Score: Raw -5118029.538060 + Penalty 5167.676948 = -5112861.861112
  nChanged 20
		SP:Iteration 16Q (5065.680000 sec): 3 clusters
  Score: Raw -5118053.904098 + Penalty 5167.676948 = -5112886.227150
  nChanged 11
		SP:Iteration 17Q (5065.770000 sec): 3 clusters
  Score: Raw -5118067.669081 + Penalty 5167.676948 = -5112899.992133
  nChanged 5
		SP:Iteration 18Q (5065.850000 sec): 3 clusters
  Score: Raw -5118071.572781 + Penalty 5167.676948 = -5112903.895833
  nChanged 1
		SP:Iteration 19Q (5065.940000 sec): 3 clusters
  Score: Raw -5118073.738664 + Penalty 5167.676948 = -5112906.061716
  nChanged 3
		SP:Iteration 20F (5066.070000 sec): 3 clusters
  Score: Raw -5118076.942595 + Penalty 5167.676948 = -5112909.265646
  nChanged 3
		SP:Iteration 21Q (5066.150000 sec): 3 clusters
  Score: Raw -5118080.927316 + Penalty 5167.676948 = -5112913.250367
  nChanged 4
		SP:Iteration 22Q (5066.240000 sec): 3 clusters
  Score: Raw -5118084.408323 + Penalty 5167.676948 = -5112916.731375
  nChanged 1
		SP:Iteration 23Q (5066.330000 sec): 3 clusters
  Score: Raw -5118085.303336 + Penalty 5167.676948 = -5112917.626388
  nChanged 1
		SP:Iteration 24Q (5066.420000 sec): 3 clusters
  Score: Raw -5118085.829450 + Penalty 5167.676948 = -5112918.152502
  nChanged 0
		SP:Iteration 25F (5066.540000 sec): 3 clusters
  Score: Raw -5118085.829450 + Penalty 5167.676948 = -5112918.152502
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1040 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5066.560000 sec): 2 clusters
  Score: Raw -136069.930864 + Penalty 1722.850046 = -134347.080818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5066.560000 sec): 3 clusters
  Score: Raw -135868.484790 + Penalty 3445.700092 = -132422.784698
  nChanged 263
		SP:Iteration 1F (5066.570000 sec): 3 clusters
  Score: Raw -136170.186831 + Penalty 3445.700092 = -132724.486739
  nChanged 80
		SP:Iteration 2F (5066.570000 sec): 3 clusters
  Score: Raw -136276.773611 + Penalty 3445.700092 = -132831.073519
  nChanged 33
		SP:Iteration 3Q (5066.570000 sec): 3 clusters
  Score: Raw -136322.928774 + Penalty 3445.700092 = -132877.228682
  nChanged 19
		SP:Iteration 4Q (5066.580000 sec): 3 clusters
  Score: Raw -136351.560413 + Penalty 3445.700092 = -132905.860321
  nChanged 11
		SP:Iteration 5Q (5066.580000 sec): 3 clusters
  Score: Raw -136368.738330 + Penalty 3445.700092 = -132923.038238
  nChanged 12
		SP:Iteration 6Q (5066.590000 sec): 3 clusters
  Score: Raw -136378.818101 + Penalty 3445.700092 = -132933.118009
  nChanged 11
		SP:Iteration 7Q (5066.590000 sec): 3 clusters
  Score: Raw -136395.285807 + Penalty 3445.700092 = -132949.585715
  nChanged 12
		SP:Iteration 8Q (5066.590000 sec): 3 clusters
  Score: Raw -136411.519637 + Penalty 3445.700092 = -132965.819545
  nChanged 8
		SP:Iteration 9Q (5066.590000 sec): 3 clusters
  Score: Raw -136422.098978 + Penalty 3445.700092 = -132976.398886
  nChanged 7
		SP:Iteration 10Q (5066.600000 sec): 3 clusters
  Score: Raw -136431.034775 + Penalty 3445.700092 = -132985.334683
  nChanged 10
		SP:Iteration 11Q (5066.600000 sec): 3 clusters
  Score: Raw -136446.702524 + Penalty 3445.700092 = -133001.002432
  nChanged 12
		SP:Iteration 12Q (5066.610000 sec): 3 clusters
  Score: Raw -136469.778756 + Penalty 3445.700092 = -133024.078664
  nChanged 12
		SP:Iteration 13Q (5066.610000 sec): 3 clusters
  Score: Raw -136494.643635 + Penalty 3445.700092 = -133048.943543
  nChanged 8
		SP:Iteration 14Q (5066.610000 sec): 3 clusters
  Score: Raw -136503.470707 + Penalty 3445.700092 = -133057.770614
  nChanged 7
		SP:Iteration 15Q (5066.620000 sec): 3 clusters
  Score: Raw -136510.378889 + Penalty 3445.700092 = -133064.678796
  nChanged 4
		SP:Iteration 16Q (5066.620000 sec): 3 clusters
  Score: Raw -136513.742301 + Penalty 3445.700092 = -133068.042209
  nChanged 0
		SP:Iteration 17F (5066.630000 sec): 3 clusters
  Score: Raw -136513.742301 + Penalty 3445.700092 = -133068.042209
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (1144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5066.630000 sec): 2 clusters
  Score: Raw -145614.319752 + Penalty 1746.486971 = -143867.832782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5066.630000 sec): 3 clusters
  Score: Raw -145461.043834 + Penalty 3492.973941 = -141968.069893
  nChanged 349
		SP:Iteration 1F (5066.640000 sec): 3 clusters
  Score: Raw -146382.635907 + Penalty 3492.973941 = -142889.661965
  nChanged 157
		SP:Iteration 2F (5066.640000 sec): 3 clusters
  Score: Raw -147201.433214 + Penalty 3492.973941 = -143708.459273
  nChanged 137
		SP:Iteration 3F (5066.650000 sec): 3 clusters
  Score: Raw -148140.237826 + Penalty 3492.973941 = -144647.263884
  nChanged 76
		SP:Iteration 4F (5066.650000 sec): 3 clusters
  Score: Raw -149593.945254 + Penalty 3492.973941 = -146100.971313
  nChanged 46
		SP:Iteration 5Q (5066.650000 sec): 3 clusters
  Score: Raw -150556.512695 + Penalty 3492.973941 = -147063.538754
  nChanged 37
		SP:Iteration 6Q (5066.660000 sec): 3 clusters
  Score: Raw -150724.420811 + Penalty 3492.973941 = -147231.446870
  nChanged 23
		SP:Iteration 7Q (5066.660000 sec): 3 clusters
  Score: Raw -150825.577812 + Penalty 3492.973941 = -147332.603870
  nChanged 16
		SP:Iteration 8Q (5066.660000 sec): 3 clusters
  Score: Raw -150918.300708 + Penalty 3492.973941 = -147425.326767
  nChanged 19
		SP:Iteration 9Q (5066.670000 sec): 3 clusters
  Score: Raw -151090.219408 + Penalty 3492.973941 = -147597.245466
  nChanged 8
		SP:Iteration 10Q (5066.670000 sec): 3 clusters
  Score: Raw -151155.932487 + Penalty 3492.973941 = -147662.958546
  nChanged 6
		SP:Iteration 11Q (5066.670000 sec): 3 clusters
  Score: Raw -151213.569561 + Penalty 3492.973941 = -147720.595619
  nChanged 5
		SP:Iteration 12Q (5066.670000 sec): 3 clusters
  Score: Raw -151253.072952 + Penalty 3492.973941 = -147760.099011
  nChanged 6
		SP:Iteration 13Q (5066.680000 sec): 3 clusters
  Score: Raw -151303.805796 + Penalty 3492.973941 = -147810.831855
  nChanged 5
		SP:Iteration 14Q (5066.680000 sec): 3 clusters
  Score: Raw -151346.770518 + Penalty 3492.973941 = -147853.796576
  nChanged 3
		SP:Iteration 15Q (5066.680000 sec): 3 clusters
  Score: Raw -151355.556265 + Penalty 3492.973941 = -147862.582324
  nChanged 0
		SP:Iteration 16F (5066.690000 sec): 3 clusters
  Score: Raw -151357.193616 + Penalty 3492.973941 = -147864.219674
  nChanged 2
		SP:Iteration 17Q (5066.690000 sec): 3 clusters
  Score: Raw -151370.549189 + Penalty 3492.973941 = -147877.575248
  nChanged 3
		SP:Iteration 18Q (5066.690000 sec): 3 clusters
  Score: Raw -151386.248287 + Penalty 3492.973941 = -147893.274345
  nChanged 4
		SP:Iteration 19Q (5066.700000 sec): 3 clusters
  Score: Raw -151403.240584 + Penalty 3492.973941 = -147910.266643
  nChanged 2
		SP:Iteration 20F (5066.700000 sec): 3 clusters
  Score: Raw -151413.535013 + Penalty 3492.973941 = -147920.561072
  nChanged 1
		SP:Iteration 21Q (5066.700000 sec): 3 clusters
  Score: Raw -151416.775194 + Penalty 3492.973941 = -147923.801252
  nChanged 0
		SP:Iteration 22F (5066.710000 sec): 3 clusters
  Score: Raw -151416.775194 + Penalty 3492.973941 = -147923.801252
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 33.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5066.710000 sec): 2 clusters
  Score: Raw -59390.796509 + Penalty 1620.739835 = -57770.056674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5066.720000 sec): 3 clusters
  Score: Raw -59677.790028 + Penalty 3241.479670 = -56436.310357
  nChanged 250
		SP:Iteration 1F (5066.720000 sec): 3 clusters
  Score: Raw -61036.846373 + Penalty 3241.479670 = -57795.366702
  nChanged 123
		SP:Iteration 2F (5066.720000 sec): 3 clusters
  Score: Raw -62413.870520 + Penalty 3241.479670 = -59172.390849
  nChanged 45
		SP:Iteration 3F (5066.730000 sec): 3 clusters
  Score: Raw -63481.399773 + Penalty 3241.479670 = -60239.920102
  nChanged 27
		SP:Iteration 4Q (5066.730000 sec): 3 clusters
  Score: Raw -63764.574721 + Penalty 3241.479670 = -60523.095051
  nChanged 11
		SP:Iteration 5Q (5066.730000 sec): 3 clusters
  Score: Raw -63835.687754 + Penalty 3241.479670 = -60594.208084
  nChanged 3
		SP:Iteration 6Q (5066.730000 sec): 3 clusters
  Score: Raw -63844.468050 + Penalty 3241.479670 = -60602.988380
  nChanged 1
		SP:Iteration 7Q (5066.730000 sec): 3 clusters
  Score: Raw -63847.405326 + Penalty 3241.479670 = -60605.925655
  nChanged 1
		SP:Iteration 8Q (5066.730000 sec): 3 clusters
  Score: Raw -63849.655935 + Penalty 3241.479670 = -60608.176264
  nChanged 1
		SP:Iteration 9Q (5066.740000 sec): 3 clusters
  Score: Raw -63851.398440 + Penalty 3241.479670 = -60609.918770
  nChanged 0
		SP:Iteration 10F (5066.740000 sec): 3 clusters
  Score: Raw -63851.398440 + Penalty 3241.479670 = -60609.918770
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 34.
Iteration 99Q (5076.830000 sec): 35 clusters
  Score: Raw -117622239.741133 + Penalty 114739.327988 = -117507500.413145
  nChanged 180
Iteration 100F (5113.820000 sec): 35 clusters
  Score: Raw -117622861.210066 + Penalty 114739.327988 = -117508121.882077
  nChanged 155
Iteration 101Q (5123.820000 sec): 35 clusters
  Score: Raw -117623115.354354 + Penalty 114739.327988 = -117508376.026366
  nChanged 149
Iteration 102Q (5133.820000 sec): 35 clusters
  Score: Raw -117623195.520410 + Penalty 114739.327988 = -117508456.192422
  nChanged 128
Iteration 103Q (5143.800000 sec): 35 clusters
  Score: Raw -117623206.141887 + Penalty 114739.327988 = -117508466.813899
  nChanged 137
Iteration 104Q (5153.780000 sec): 35 clusters
  Score: Raw -117623221.495016 + Penalty 114739.327988 = -117508482.167028
  nChanged 139
Iteration 105Q (5163.760000 sec): 35 clusters
  Score: Raw -117623226.430110 + Penalty 114739.327988 = -117508487.102121
  nChanged 139
Iteration 106Q (5173.730000 sec): 35 clusters
  Score: Raw -117623230.716765 + Penalty 114739.327988 = -117508491.388777
  nChanged 134
Iteration 107Q (5183.770000 sec): 35 clusters
  Score: Raw -117623234.849562 + Penalty 114739.327988 = -117508495.521574
  nChanged 123
Iteration 108Q (5193.740000 sec): 35 clusters
  Score: Raw -117623238.630956 + Penalty 114739.327988 = -117508499.302968
  nChanged 107
Iteration 109Q (5203.720000 sec): 35 clusters
  Score: Raw -117623244.344067 + Penalty 114739.327988 = -117508505.016079
  nChanged 104
Iteration 110Q (5213.690000 sec): 35 clusters
  Score: Raw -117623247.459888 + Penalty 114739.327988 = -117508508.131900
  nChanged 90
Iteration 111Q (5223.720000 sec): 35 clusters
  Score: Raw -117623250.426673 + Penalty 114739.327988 = -117508511.098685
  nChanged 98
Iteration 112Q (5233.690000 sec): 35 clusters
  Score: Raw -117623253.216320 + Penalty 114739.327988 = -117508513.888332
  nChanged 95
Iteration 113Q (5243.680000 sec): 35 clusters
  Score: Raw -117623255.100484 + Penalty 114739.327988 = -117508515.772496
  nChanged 74
Iteration 114Q (5253.640000 sec): 35 clusters
  Score: Raw -117623256.399633 + Penalty 114739.327988 = -117508517.071645
  nChanged 81
Iteration 115Q (5263.620000 sec): 35 clusters
  Score: Raw -117623258.361524 + Penalty 114739.327988 = -117508519.033536
  nChanged 78
Iteration 116Q (5273.610000 sec): 35 clusters
  Score: Raw -117623260.410304 + Penalty 114739.327988 = -117508521.082316
  nChanged 59
Iteration 117Q (5283.580000 sec): 35 clusters
  Score: Raw -117623261.955661 + Penalty 114739.327988 = -117508522.627673
  nChanged 59
Iteration 118Q (5293.530000 sec): 35 clusters
  Score: Raw -117623263.095758 + Penalty 114739.327988 = -117508523.767770
  nChanged 54
Iteration 119Q (5303.490000 sec): 35 clusters
  Score: Raw -117623264.068852 + Penalty 114739.327988 = -117508524.740864
  nChanged 54
Iteration 120F (5340.430000 sec): 35 clusters
  Score: Raw -117623268.575188 + Penalty 114739.327988 = -117508529.247200
  nChanged 55
Iteration 121Q (5350.420000 sec): 35 clusters
  Score: Raw -117623374.608073 + Penalty 114739.327988 = -117508635.280084
  nChanged 62
Iteration 122Q (5360.410000 sec): 35 clusters
  Score: Raw -117623474.840407 + Penalty 114739.327988 = -117508735.512419
  nChanged 44
Iteration 123Q (5370.370000 sec): 35 clusters
  Score: Raw -117623500.457534 + Penalty 114739.327988 = -117508761.129546
  nChanged 43
Iteration 124Q (5380.300000 sec): 35 clusters
  Score: Raw -117623511.667185 + Penalty 114739.327988 = -117508772.339197
  nChanged 42
Iteration 125Q (5390.250000 sec): 35 clusters
  Score: Raw -117623553.364583 + Penalty 114739.327988 = -117508814.036595
  nChanged 46
Iteration 126Q (5400.200000 sec): 35 clusters
  Score: Raw -117623556.931999 + Penalty 114739.327988 = -117508817.604011
  nChanged 34
Iteration 127Q (5410.060000 sec): 35 clusters
  Score: Raw -117623557.643739 + Penalty 114739.327988 = -117508818.315751
  nChanged 28
Iteration 128Q (5419.960000 sec): 35 clusters
  Score: Raw -117623558.643016 + Penalty 114739.327988 = -117508819.315027
  nChanged 26
Iteration 129Q (5429.910000 sec): 35 clusters
  Score: Raw -117623560.151686 + Penalty 114739.327988 = -117508820.823698
  nChanged 21
Iteration 130Q (5439.870000 sec): 35 clusters
  Score: Raw -117623560.842062 + Penalty 114739.327988 = -117508821.514073
  nChanged 32
Iteration 131Q (5449.820000 sec): 35 clusters
  Score: Raw -117623561.565397 + Penalty 114739.327988 = -117508822.237409
  nChanged 31
Iteration 132Q (5459.770000 sec): 35 clusters
  Score: Raw -117623562.211301 + Penalty 114739.327988 = -117508822.883313
  nChanged 35
Iteration 133Q (5469.730000 sec): 35 clusters
  Score: Raw -117623563.058173 + Penalty 114739.327988 = -117508823.730185
  nChanged 29
Iteration 134Q (5479.770000 sec): 35 clusters
  Score: Raw -117623563.764008 + Penalty 114739.327988 = -117508824.436020
  nChanged 27
Iteration 135Q (5489.770000 sec): 35 clusters
  Score: Raw -117623564.382839 + Penalty 114739.327988 = -117508825.054850
  nChanged 31
Iteration 136Q (5499.720000 sec): 35 clusters
  Score: Raw -117623565.191451 + Penalty 114739.327988 = -117508825.863463
  nChanged 36
Iteration 137Q (5509.660000 sec): 35 clusters
  Score: Raw -117623566.061318 + Penalty 114739.327988 = -117508826.733330
  nChanged 24
Iteration 138Q (5519.590000 sec): 35 clusters
  Score: Raw -117623566.608845 + Penalty 114739.327988 = -117508827.280857
  nChanged 20
Writing temp clu file 
Because OldScore, -117508826.733330, is greater than current (better) Score,-117508827.280857 
 Compute initial score before splitting:   Score: Raw -117623566.608845 + Penalty 114739.327988 = -117508827.280857
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5519.750000 sec): 2 clusters
  Score: Raw -1045983.677138 + Penalty 2200.342051 = -1043783.335087
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5519.790000 sec): 3 clusters
  Score: Raw -1042337.449800 + Penalty 4400.684102 = -1037936.765699
  nChanged 2805
		SP:Iteration 1F (5519.820000 sec): 3 clusters
  Score: Raw -1043852.828936 + Penalty 4400.684102 = -1039452.144834
  nChanged 474
		SP:Iteration 2F (5519.840000 sec): 3 clusters
  Score: Raw -1044094.424039 + Penalty 4400.684102 = -1039693.739937
  nChanged 315
		SP:Iteration 3Q (5519.870000 sec): 3 clusters
  Score: Raw -1044240.705574 + Penalty 4400.684102 = -1039840.021473
  nChanged 235
		SP:Iteration 4Q (5519.890000 sec): 3 clusters
  Score: Raw -1044351.975263 + Penalty 4400.684102 = -1039951.291161
  nChanged 215
		SP:Iteration 5Q (5519.920000 sec): 3 clusters
  Score: Raw -1044439.528939 + Penalty 4400.684102 = -1040038.844837
  nChanged 195
		SP:Iteration 6Q (5519.950000 sec): 3 clusters
  Score: Raw -1044519.248032 + Penalty 4400.684102 = -1040118.563930
  nChanged 167
		SP:Iteration 7Q (5519.970000 sec): 3 clusters
  Score: Raw -1044588.979056 + Penalty 4400.684102 = -1040188.294955
  nChanged 158
		SP:Iteration 8Q (5520.000000 sec): 3 clusters
  Score: Raw -1044658.422329 + Penalty 4400.684102 = -1040257.738228
  nChanged 154
		SP:Iteration 9Q (5520.020000 sec): 3 clusters
  Score: Raw -1044725.011727 + Penalty 4400.684102 = -1040324.327625
  nChanged 162
		SP:Iteration 10Q (5520.050000 sec): 3 clusters
  Score: Raw -1044802.816131 + Penalty 4400.684102 = -1040402.132030
  nChanged 182
		SP:Iteration 11Q (5520.070000 sec): 3 clusters
  Score: Raw -1044891.847679 + Penalty 4400.684102 = -1040491.163577
  nChanged 173
		SP:Iteration 12Q (5520.100000 sec): 3 clusters
  Score: Raw -1044976.027665 + Penalty 4400.684102 = -1040575.343563
  nChanged 163
		SP:Iteration 13Q (5520.130000 sec): 3 clusters
  Score: Raw -1045068.430341 + Penalty 4400.684102 = -1040667.746240
  nChanged 172
		SP:Iteration 14Q (5520.150000 sec): 3 clusters
  Score: Raw -1045173.061487 + Penalty 4400.684102 = -1040772.377385
  nChanged 170
		SP:Iteration 15Q (5520.170000 sec): 3 clusters
  Score: Raw -1045274.582365 + Penalty 4400.684102 = -1040873.898263
  nChanged 178
		SP:Iteration 16Q (5520.200000 sec): 3 clusters
  Score: Raw -1045398.336720 + Penalty 4400.684102 = -1040997.652619
  nChanged 178
		SP:Iteration 17Q (5520.220000 sec): 3 clusters
  Score: Raw -1045519.824044 + Penalty 4400.684102 = -1041119.139943
  nChanged 172
		SP:Iteration 18Q (5520.250000 sec): 3 clusters
  Score: Raw -1045638.384595 + Penalty 4400.684102 = -1041237.700493
  nChanged 164
		SP:Iteration 19Q (5520.270000 sec): 3 clusters
  Score: Raw -1045751.271009 + Penalty 4400.684102 = -1041350.586908
  nChanged 142
		SP:Iteration 20F (5520.300000 sec): 3 clusters
  Score: Raw -1045846.641048 + Penalty 4400.684102 = -1041445.956947
  nChanged 113
		SP:Iteration 21Q (5520.320000 sec): 3 clusters
  Score: Raw -1045923.822033 + Penalty 4400.684102 = -1041523.137932
  nChanged 110
		SP:Iteration 22Q (5520.340000 sec): 3 clusters
  Score: Raw -1046002.104151 + Penalty 4400.684102 = -1041601.420049
  nChanged 93
		SP:Iteration 23Q (5520.370000 sec): 3 clusters
  Score: Raw -1046075.275644 + Penalty 4400.684102 = -1041674.591542
  nChanged 80
		SP:Iteration 24Q (5520.390000 sec): 3 clusters
  Score: Raw -1046128.326702 + Penalty 4400.684102 = -1041727.642600
  nChanged 55
		SP:Iteration 25Q (5520.410000 sec): 3 clusters
  Score: Raw -1046171.707720 + Penalty 4400.684102 = -1041771.023618
  nChanged 46
		SP:Iteration 26Q (5520.430000 sec): 3 clusters
  Score: Raw -1046208.746014 + Penalty 4400.684102 = -1041808.061913
  nChanged 42
		SP:Iteration 27Q (5520.450000 sec): 3 clusters
  Score: Raw -1046242.427476 + Penalty 4400.684102 = -1041841.743375
  nChanged 38
		SP:Iteration 28Q (5520.470000 sec): 3 clusters
  Score: Raw -1046270.485639 + Penalty 4400.684102 = -1041869.801537
  nChanged 19
		SP:Iteration 29Q (5520.490000 sec): 3 clusters
  Score: Raw -1046284.321613 + Penalty 4400.684102 = -1041883.637512
  nChanged 12
		SP:Iteration 30Q (5520.510000 sec): 3 clusters
  Score: Raw -1046292.376540 + Penalty 4400.684102 = -1041891.692439
  nChanged 11
		SP:Iteration 31Q (5520.530000 sec): 3 clusters
  Score: Raw -1046300.008912 + Penalty 4400.684102 = -1041899.324810
  nChanged 9
		SP:Iteration 32Q (5520.550000 sec): 3 clusters
  Score: Raw -1046310.219163 + Penalty 4400.684102 = -1041909.535061
  nChanged 12
		SP:Iteration 33Q (5520.570000 sec): 3 clusters
  Score: Raw -1046319.455276 + Penalty 4400.684102 = -1041918.771175
  nChanged 13
		SP:Iteration 34Q (5520.590000 sec): 3 clusters
  Score: Raw -1046328.862623 + Penalty 4400.684102 = -1041928.178522
  nChanged 7
		SP:Iteration 35Q (5520.610000 sec): 3 clusters
  Score: Raw -1046333.012770 + Penalty 4400.684102 = -1041932.328668
  nChanged 3
		SP:Iteration 36Q (5520.630000 sec): 3 clusters
  Score: Raw -1046335.356379 + Penalty 4400.684102 = -1041934.672277
  nChanged 3
		SP:Iteration 37Q (5520.650000 sec): 3 clusters
  Score: Raw -1046338.913265 + Penalty 4400.684102 = -1041938.229163
  nChanged 3
		SP:Iteration 38Q (5520.670000 sec): 3 clusters
  Score: Raw -1046342.050433 + Penalty 4400.684102 = -1041941.366332
  nChanged 2
		SP:Iteration 39Q (5520.690000 sec): 3 clusters
  Score: Raw -1046343.283474 + Penalty 4400.684102 = -1041942.599372
  nChanged 4
		SP:Iteration 40F (5520.720000 sec): 3 clusters
  Score: Raw -1046346.484797 + Penalty 4400.684102 = -1041945.800695
  nChanged 7
		SP:Iteration 41Q (5520.740000 sec): 3 clusters
  Score: Raw -1046353.108981 + Penalty 4400.684102 = -1041952.424879
  nChanged 7
		SP:Iteration 42Q (5520.760000 sec): 3 clusters
  Score: Raw -1046357.834109 + Penalty 4400.684102 = -1041957.150007
  nChanged 3
		SP:Iteration 43Q (5520.780000 sec): 3 clusters
  Score: Raw -1046359.049471 + Penalty 4400.684102 = -1041958.365370
  nChanged 4
		SP:Iteration 44Q (5520.800000 sec): 3 clusters
  Score: Raw -1046361.340824 + Penalty 4400.684102 = -1041960.656722
  nChanged 2
		SP:Iteration 45Q (5520.820000 sec): 3 clusters
  Score: Raw -1046362.617032 + Penalty 4400.684102 = -1041961.932931
  nChanged 2
		SP:Iteration 46Q (5520.850000 sec): 3 clusters
  Score: Raw -1046363.541881 + Penalty 4400.684102 = -1041962.857779
  nChanged 1
		SP:Iteration 47Q (5520.870000 sec): 3 clusters
  Score: Raw -1046363.951103 + Penalty 4400.684102 = -1041963.267001
  nChanged 2
		SP:Iteration 48Q (5520.890000 sec): 3 clusters
  Score: Raw -1046365.460694 + Penalty 4400.684102 = -1041964.776592
  nChanged 3
		SP:Iteration 49Q (5520.910000 sec): 3 clusters
  Score: Raw -1046367.826639 + Penalty 4400.684102 = -1041967.142538
  nChanged 1
		SP:Iteration 50Q (5520.930000 sec): 3 clusters
  Score: Raw -1046368.407776 + Penalty 4400.684102 = -1041967.723674
  nChanged 1
		SP:Iteration 51Q (5520.950000 sec): 3 clusters
  Score: Raw -1046368.873345 + Penalty 4400.684102 = -1041968.189243
  nChanged 1
		SP:Iteration 52Q (5520.970000 sec): 3 clusters
  Score: Raw -1046370.059607 + Penalty 4400.684102 = -1041969.375505
  nChanged 1
		SP:Iteration 53Q (5520.990000 sec): 3 clusters
  Score: Raw -1046370.669111 + Penalty 4400.684102 = -1041969.985010
  nChanged 1
		SP:Iteration 54Q (5521.010000 sec): 3 clusters
  Score: Raw -1046371.155305 + Penalty 4400.684102 = -1041970.471203
  nChanged 1
		SP:Iteration 55Q (5521.030000 sec): 3 clusters
  Score: Raw -1046372.511459 + Penalty 4400.684102 = -1041971.827358
  nChanged 3
		SP:Iteration 56Q (5521.050000 sec): 3 clusters
  Score: Raw -1046374.349523 + Penalty 4400.684102 = -1041973.665422
  nChanged 1
		SP:Iteration 57Q (5521.070000 sec): 3 clusters
  Score: Raw -1046375.736976 + Penalty 4400.684102 = -1041975.052875
  nChanged 1
		SP:Iteration 58Q (5521.090000 sec): 3 clusters
  Score: Raw -1046376.311223 + Penalty 4400.684102 = -1041975.627121
  nChanged 0
		SP:Iteration 59F (5521.110000 sec): 3 clusters
  Score: Raw -1046376.311223 + Penalty 4400.684102 = -1041975.627121
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5521.140000 sec): 2 clusters
  Score: Raw -1056398.542345 + Penalty 2206.523484 = -1054192.018860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5521.170000 sec): 3 clusters
  Score: Raw -1052585.349126 + Penalty 4413.046968 = -1048172.302158
  nChanged 2933
		SP:Iteration 1F (5521.190000 sec): 3 clusters
  Score: Raw -1054216.327450 + Penalty 4413.046968 = -1049803.280482
  nChanged 512
		SP:Iteration 2F (5521.220000 sec): 3 clusters
  Score: Raw -1054502.682011 + Penalty 4413.046968 = -1050089.635043
  nChanged 407
		SP:Iteration 3F (5521.250000 sec): 3 clusters
  Score: Raw -1054737.720025 + Penalty 4413.046968 = -1050324.673057
  nChanged 382
		SP:Iteration 4F (5521.270000 sec): 3 clusters
  Score: Raw -1054970.500324 + Penalty 4413.046968 = -1050557.453356
  nChanged 309
		SP:Iteration 5Q (5521.300000 sec): 3 clusters
  Score: Raw -1055172.804455 + Penalty 4413.046968 = -1050759.757487
  nChanged 307
		SP:Iteration 6Q (5521.330000 sec): 3 clusters
  Score: Raw -1055356.183172 + Penalty 4413.046968 = -1050943.136204
  nChanged 266
		SP:Iteration 7Q (5521.350000 sec): 3 clusters
  Score: Raw -1055514.212067 + Penalty 4413.046968 = -1051101.165099
  nChanged 231
		SP:Iteration 8Q (5521.380000 sec): 3 clusters
  Score: Raw -1055644.536061 + Penalty 4413.046968 = -1051231.489093
  nChanged 220
		SP:Iteration 9Q (5521.410000 sec): 3 clusters
  Score: Raw -1055776.672912 + Penalty 4413.046968 = -1051363.625944
  nChanged 232
		SP:Iteration 10Q (5521.430000 sec): 3 clusters
  Score: Raw -1055929.441043 + Penalty 4413.046968 = -1051516.394075
  nChanged 216
		SP:Iteration 11Q (5521.460000 sec): 3 clusters
  Score: Raw -1056067.380053 + Penalty 4413.046968 = -1051654.333085
  nChanged 212
		SP:Iteration 12Q (5521.490000 sec): 3 clusters
  Score: Raw -1056202.060389 + Penalty 4413.046968 = -1051789.013421
  nChanged 169
		SP:Iteration 13Q (5521.510000 sec): 3 clusters
  Score: Raw -1056305.421068 + Penalty 4413.046968 = -1051892.374099
  nChanged 149
		SP:Iteration 14Q (5521.540000 sec): 3 clusters
  Score: Raw -1056395.841619 + Penalty 4413.046968 = -1051982.794651
  nChanged 123
		SP:Iteration 15Q (5521.560000 sec): 3 clusters
  Score: Raw -1056474.661512 + Penalty 4413.046968 = -1052061.614543
  nChanged 113
		SP:Iteration 16Q (5521.590000 sec): 3 clusters
  Score: Raw -1056532.029515 + Penalty 4413.046968 = -1052118.982547
  nChanged 86
		SP:Iteration 17Q (5521.610000 sec): 3 clusters
  Score: Raw -1056576.723115 + Penalty 4413.046968 = -1052163.676147
  nChanged 86
		SP:Iteration 18Q (5521.640000 sec): 3 clusters
  Score: Raw -1056632.324072 + Penalty 4413.046968 = -1052219.277104
  nChanged 57
		SP:Iteration 19Q (5521.660000 sec): 3 clusters
  Score: Raw -1056662.354407 + Penalty 4413.046968 = -1052249.307439
  nChanged 42
		SP:Iteration 20F (5521.690000 sec): 3 clusters
  Score: Raw -1056680.553671 + Penalty 4413.046968 = -1052267.506702
  nChanged 34
		SP:Iteration 21Q (5521.710000 sec): 3 clusters
  Score: Raw -1056695.150702 + Penalty 4413.046968 = -1052282.103734
  nChanged 27
		SP:Iteration 22Q (5521.730000 sec): 3 clusters
  Score: Raw -1056704.257044 + Penalty 4413.046968 = -1052291.210076
  nChanged 24
		SP:Iteration 23Q (5521.760000 sec): 3 clusters
  Score: Raw -1056712.772819 + Penalty 4413.046968 = -1052299.725851
  nChanged 27
		SP:Iteration 24Q (5521.780000 sec): 3 clusters
  Score: Raw -1056719.729151 + Penalty 4413.046968 = -1052306.682183
  nChanged 13
		SP:Iteration 25Q (5521.810000 sec): 3 clusters
  Score: Raw -1056722.787338 + Penalty 4413.046968 = -1052309.740370
  nChanged 17
		SP:Iteration 26Q (5521.830000 sec): 3 clusters
  Score: Raw -1056726.591472 + Penalty 4413.046968 = -1052313.544503
  nChanged 11
		SP:Iteration 27Q (5521.860000 sec): 3 clusters
  Score: Raw -1056728.714195 + Penalty 4413.046968 = -1052315.667227
  nChanged 7
		SP:Iteration 28Q (5521.880000 sec): 3 clusters
  Score: Raw -1056730.198762 + Penalty 4413.046968 = -1052317.151794
  nChanged 6
		SP:Iteration 29Q (5521.900000 sec): 3 clusters
  Score: Raw -1056732.112267 + Penalty 4413.046968 = -1052319.065299
  nChanged 7
		SP:Iteration 30Q (5521.930000 sec): 3 clusters
  Score: Raw -1056733.743848 + Penalty 4413.046968 = -1052320.696879
  nChanged 5
		SP:Iteration 31Q (5521.950000 sec): 3 clusters
  Score: Raw -1056735.104325 + Penalty 4413.046968 = -1052322.057357
  nChanged 6
		SP:Iteration 32Q (5521.970000 sec): 3 clusters
  Score: Raw -1056736.374714 + Penalty 4413.046968 = -1052323.327746
  nChanged 5
		SP:Iteration 33Q (5522.000000 sec): 3 clusters
  Score: Raw -1056737.816299 + Penalty 4413.046968 = -1052324.769330
  nChanged 3
		SP:Iteration 34Q (5522.020000 sec): 3 clusters
  Score: Raw -1056738.600985 + Penalty 4413.046968 = -1052325.554017
  nChanged 6
		SP:Iteration 35Q (5522.050000 sec): 3 clusters
  Score: Raw -1056739.555627 + Penalty 4413.046968 = -1052326.508659
  nChanged 1
		SP:Iteration 36Q (5522.070000 sec): 3 clusters
  Score: Raw -1056739.722327 + Penalty 4413.046968 = -1052326.675359
  nChanged 1
		SP:Iteration 37Q (5522.090000 sec): 3 clusters
  Score: Raw -1056740.041018 + Penalty 4413.046968 = -1052326.994050
  nChanged 1
		SP:Iteration 38Q (5522.120000 sec): 3 clusters
  Score: Raw -1056740.168108 + Penalty 4413.046968 = -1052327.121140
  nChanged 1
		SP:Iteration 39Q (5522.140000 sec): 3 clusters
  Score: Raw -1056740.544535 + Penalty 4413.046968 = -1052327.497567
  nChanged 1
		SP:Iteration 40F (5522.170000 sec): 3 clusters
  Score: Raw -1056740.731983 + Penalty 4413.046968 = -1052327.685015
  nChanged 2
		SP:Iteration 41Q (5522.190000 sec): 3 clusters
  Score: Raw -1056741.021712 + Penalty 4413.046968 = -1052327.974744
  nChanged 0
		SP:Iteration 42F (5522.220000 sec): 3 clusters
  Score: Raw -1056741.021712 + Penalty 4413.046968 = -1052327.974744
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5522.310000 sec): 2 clusters
  Score: Raw -4004703.146646 + Penalty 2531.462575 = -4002171.684070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5522.410000 sec): 3 clusters
  Score: Raw -3988489.606163 + Penalty 5062.925151 = -3983426.681012
  nChanged 12197
		SP:Iteration 1F (5522.510000 sec): 3 clusters
  Score: Raw -3994928.496415 + Penalty 5062.925151 = -3989865.571264
  nChanged 1280
		SP:Iteration 2Q (5522.610000 sec): 3 clusters
  Score: Raw -3995328.056458 + Penalty 5062.925151 = -3990265.131307
  nChanged 1111
		SP:Iteration 3Q (5522.710000 sec): 3 clusters
  Score: Raw -3995653.470079 + Penalty 5062.925151 = -3990590.544929
  nChanged 968
		SP:Iteration 4Q (5522.810000 sec): 3 clusters
  Score: Raw -3995942.567300 + Penalty 5062.925151 = -3990879.642149
  nChanged 963
		SP:Iteration 5Q (5522.920000 sec): 3 clusters
  Score: Raw -3996245.846728 + Penalty 5062.925151 = -3991182.921578
  nChanged 972
		SP:Iteration 6Q (5523.020000 sec): 3 clusters
  Score: Raw -3996610.678120 + Penalty 5062.925151 = -3991547.752969
  nChanged 1160
		SP:Iteration 7Q (5523.120000 sec): 3 clusters
  Score: Raw -3997144.982272 + Penalty 5062.925151 = -3992082.057121
  nChanged 1352
		SP:Iteration 8Q (5523.220000 sec): 3 clusters
  Score: Raw -3997850.739264 + Penalty 5062.925151 = -3992787.814113
  nChanged 1524
		SP:Iteration 9F (5523.320000 sec): 3 clusters
  Score: Raw -3998782.572053 + Penalty 5062.925151 = -3993719.646902
  nChanged 1600
		SP:Iteration 10F (5523.420000 sec): 3 clusters
  Score: Raw -3999909.338915 + Penalty 5062.925151 = -3994846.413764
  nChanged 1633
		SP:Iteration 11F (5523.520000 sec): 3 clusters
  Score: Raw -4001155.178397 + Penalty 5062.925151 = -3996092.253246
  nChanged 1369
		SP:Iteration 12F (5523.620000 sec): 3 clusters
  Score: Raw -4002272.026308 + Penalty 5062.925151 = -3997209.101158
  nChanged 1053
		SP:Iteration 13Q (5523.720000 sec): 3 clusters
  Score: Raw -4003117.718666 + Penalty 5062.925151 = -3998054.793515
  nChanged 754
		SP:Iteration 14Q (5523.810000 sec): 3 clusters
  Score: Raw -4003680.425365 + Penalty 5062.925151 = -3998617.500215
  nChanged 536
		SP:Iteration 15Q (5523.900000 sec): 3 clusters
  Score: Raw -4004022.552368 + Penalty 5062.925151 = -3998959.627217
  nChanged 367
		SP:Iteration 16Q (5523.990000 sec): 3 clusters
  Score: Raw -4004223.197454 + Penalty 5062.925151 = -3999160.272303
  nChanged 296
		SP:Iteration 17Q (5524.070000 sec): 3 clusters
  Score: Raw -4004380.169816 + Penalty 5062.925151 = -3999317.244665
  nChanged 254
		SP:Iteration 18Q (5524.150000 sec): 3 clusters
  Score: Raw -4004506.802948 + Penalty 5062.925151 = -3999443.877797
  nChanged 212
		SP:Iteration 19Q (5524.230000 sec): 3 clusters
  Score: Raw -4004606.955531 + Penalty 5062.925151 = -3999544.030380
  nChanged 182
		SP:Iteration 20F (5524.330000 sec): 3 clusters
  Score: Raw -4004689.189101 + Penalty 5062.925151 = -3999626.263950
  nChanged 150
		SP:Iteration 21Q (5524.410000 sec): 3 clusters
  Score: Raw -4004755.854028 + Penalty 5062.925151 = -3999692.928877
  nChanged 137
		SP:Iteration 22Q (5524.480000 sec): 3 clusters
  Score: Raw -4004813.217979 + Penalty 5062.925151 = -3999750.292828
  nChanged 117
		SP:Iteration 23Q (5524.560000 sec): 3 clusters
  Score: Raw -4004857.114243 + Penalty 5062.925151 = -3999794.189092
  nChanged 88
		SP:Iteration 24Q (5524.630000 sec): 3 clusters
  Score: Raw -4004887.310603 + Penalty 5062.925151 = -3999824.385452
  nChanged 61
		SP:Iteration 25Q (5524.710000 sec): 3 clusters
  Score: Raw -4004904.899653 + Penalty 5062.925151 = -3999841.974503
  nChanged 52
		SP:Iteration 26Q (5524.790000 sec): 3 clusters
  Score: Raw -4004920.876550 + Penalty 5062.925151 = -3999857.951399
  nChanged 45
		SP:Iteration 27Q (5524.860000 sec): 3 clusters
  Score: Raw -4004932.454268 + Penalty 5062.925151 = -3999869.529117
  nChanged 43
		SP:Iteration 28Q (5524.940000 sec): 3 clusters
  Score: Raw -4004945.134480 + Penalty 5062.925151 = -3999882.209329
  nChanged 33
		SP:Iteration 29Q (5525.010000 sec): 3 clusters
  Score: Raw -4004952.820424 + Penalty 5062.925151 = -3999889.895274
  nChanged 25
		SP:Iteration 30Q (5525.090000 sec): 3 clusters
  Score: Raw -4004960.705528 + Penalty 5062.925151 = -3999897.780377
  nChanged 24
		SP:Iteration 31Q (5525.160000 sec): 3 clusters
  Score: Raw -4004968.566365 + Penalty 5062.925151 = -3999905.641214
  nChanged 22
		SP:Iteration 32Q (5525.230000 sec): 3 clusters
  Score: Raw -4004976.574944 + Penalty 5062.925151 = -3999913.649794
  nChanged 18
		SP:Iteration 33Q (5525.310000 sec): 3 clusters
  Score: Raw -4004980.986506 + Penalty 5062.925151 = -3999918.061355
  nChanged 17
		SP:Iteration 34Q (5525.380000 sec): 3 clusters
  Score: Raw -4004985.801998 + Penalty 5062.925151 = -3999922.876847
  nChanged 21
		SP:Iteration 35Q (5525.450000 sec): 3 clusters
  Score: Raw -4004992.973275 + Penalty 5062.925151 = -3999930.048125
  nChanged 24
		SP:Iteration 36Q (5525.540000 sec): 3 clusters
  Score: Raw -4005000.630822 + Penalty 5062.925151 = -3999937.705672
  nChanged 20
		SP:Iteration 37Q (5525.610000 sec): 3 clusters
  Score: Raw -4005005.894691 + Penalty 5062.925151 = -3999942.969540
  nChanged 15
		SP:Iteration 38Q (5525.680000 sec): 3 clusters
  Score: Raw -4005010.213432 + Penalty 5062.925151 = -3999947.288281
  nChanged 21
		SP:Iteration 39Q (5525.760000 sec): 3 clusters
  Score: Raw -4005016.370939 + Penalty 5062.925151 = -3999953.445788
  nChanged 17
		SP:Iteration 40F (5525.860000 sec): 3 clusters
  Score: Raw -4005021.380640 + Penalty 5062.925151 = -3999958.455489
  nChanged 22
		SP:Iteration 41Q (5525.930000 sec): 3 clusters
  Score: Raw -4005029.371406 + Penalty 5062.925151 = -3999966.446255
  nChanged 28
		SP:Iteration 42Q (5526.010000 sec): 3 clusters
  Score: Raw -4005037.664093 + Penalty 5062.925151 = -3999974.738942
  nChanged 18
		SP:Iteration 43Q (5526.080000 sec): 3 clusters
  Score: Raw -4005041.875077 + Penalty 5062.925151 = -3999978.949926
  nChanged 13
		SP:Iteration 44Q (5526.150000 sec): 3 clusters
  Score: Raw -4005044.908125 + Penalty 5062.925151 = -3999981.982974
  nChanged 10
		SP:Iteration 45Q (5526.220000 sec): 3 clusters
  Score: Raw -4005048.063866 + Penalty 5062.925151 = -3999985.138716
  nChanged 9
		SP:Iteration 46Q (5526.300000 sec): 3 clusters
  Score: Raw -4005050.417558 + Penalty 5062.925151 = -3999987.492407
  nChanged 8
		SP:Iteration 47Q (5526.370000 sec): 3 clusters
  Score: Raw -4005052.129975 + Penalty 5062.925151 = -3999989.204824
  nChanged 8
		SP:Iteration 48Q (5526.440000 sec): 3 clusters
  Score: Raw -4005054.625824 + Penalty 5062.925151 = -3999991.700673
  nChanged 9
		SP:Iteration 49Q (5526.510000 sec): 3 clusters
  Score: Raw -4005056.311360 + Penalty 5062.925151 = -3999993.386210
  nChanged 9
		SP:Iteration 50Q (5526.580000 sec): 3 clusters
  Score: Raw -4005058.442813 + Penalty 5062.925151 = -3999995.517663
  nChanged 13
		SP:Iteration 51Q (5526.660000 sec): 3 clusters
  Score: Raw -4005062.504509 + Penalty 5062.925151 = -3999999.579358
  nChanged 10
		SP:Iteration 52Q (5526.730000 sec): 3 clusters
  Score: Raw -4005064.620533 + Penalty 5062.925151 = -4000001.695382
  nChanged 7
		SP:Iteration 53Q (5526.800000 sec): 3 clusters
  Score: Raw -4005066.272363 + Penalty 5062.925151 = -4000003.347212
  nChanged 5
		SP:Iteration 54Q (5526.880000 sec): 3 clusters
  Score: Raw -4005067.035353 + Penalty 5062.925151 = -4000004.110202
  nChanged 5
		SP:Iteration 55Q (5526.950000 sec): 3 clusters
  Score: Raw -4005067.827433 + Penalty 5062.925151 = -4000004.902282
  nChanged 3
		SP:Iteration 56Q (5527.020000 sec): 3 clusters
  Score: Raw -4005068.181817 + Penalty 5062.925151 = -4000005.256667
  nChanged 1
		SP:Iteration 57Q (5527.100000 sec): 3 clusters
  Score: Raw -4005068.530665 + Penalty 5062.925151 = -4000005.605514
  nChanged 1
		SP:Iteration 58Q (5527.170000 sec): 3 clusters
  Score: Raw -4005068.986040 + Penalty 5062.925151 = -4000006.060889
  nChanged 2
		SP:Iteration 59Q (5527.240000 sec): 3 clusters
  Score: Raw -4005069.674139 + Penalty 5062.925151 = -4000006.748988
  nChanged 1
		SP:Iteration 60F (5527.340000 sec): 3 clusters
  Score: Raw -4005069.943725 + Penalty 5062.925151 = -4000007.018574
  nChanged 1
		SP:Iteration 61Q (5527.410000 sec): 3 clusters
  Score: Raw -4005070.230402 + Penalty 5062.925151 = -4000007.305251
  nChanged 1
		SP:Iteration 62Q (5527.490000 sec): 3 clusters
  Score: Raw -4005070.388292 + Penalty 5062.925151 = -4000007.463141
  nChanged 1
		SP:Iteration 63Q (5527.560000 sec): 3 clusters
  Score: Raw -4005070.552470 + Penalty 5062.925151 = -4000007.627320
  nChanged 0
		SP:Iteration 64F (5527.660000 sec): 3 clusters
  Score: Raw -4005070.552470 + Penalty 5062.925151 = -4000007.627320
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (23972 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5527.730000 sec): 2 clusters
  Score: Raw -3323176.781255 + Penalty 2500.991157 = -3320675.790098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5527.820000 sec): 3 clusters
  Score: Raw -3309040.571811 + Penalty 5001.982314 = -3304038.589497
  nChanged 10679
		SP:Iteration 1F (5527.910000 sec): 3 clusters
  Score: Raw -3315078.332374 + Penalty 5001.982314 = -3310076.350061
  nChanged 1352
		SP:Iteration 2F (5528.000000 sec): 3 clusters
  Score: Raw -3315654.933013 + Penalty 5001.982314 = -3310652.950699
  nChanged 1232
		SP:Iteration 3F (5528.090000 sec): 3 clusters
  Score: Raw -3316170.386489 + Penalty 5001.982314 = -3311168.404176
  nChanged 1133
		SP:Iteration 4Q (5528.180000 sec): 3 clusters
  Score: Raw -3316673.918265 + Penalty 5001.982314 = -3311671.935951
  nChanged 1106
		SP:Iteration 5Q (5528.280000 sec): 3 clusters
  Score: Raw -3317230.944295 + Penalty 5001.982314 = -3312228.961982
  nChanged 1185
		SP:Iteration 6Q (5528.370000 sec): 3 clusters
  Score: Raw -3317931.817016 + Penalty 5001.982314 = -3312929.834703
  nChanged 1275
		SP:Iteration 7F (5528.450000 sec): 3 clusters
  Score: Raw -3318764.409107 + Penalty 5001.982314 = -3313762.426793
  nChanged 1264
		SP:Iteration 8F (5528.540000 sec): 3 clusters
  Score: Raw -3319655.265372 + Penalty 5001.982314 = -3314653.283059
  nChanged 1142
		SP:Iteration 9Q (5528.630000 sec): 3 clusters
  Score: Raw -3320470.144134 + Penalty 5001.982314 = -3315468.161820
  nChanged 1010
		SP:Iteration 10Q (5528.720000 sec): 3 clusters
  Score: Raw -3321206.081298 + Penalty 5001.982314 = -3316204.098984
  nChanged 849
		SP:Iteration 11Q (5528.800000 sec): 3 clusters
  Score: Raw -3321791.728760 + Penalty 5001.982314 = -3316789.746446
  nChanged 664
		SP:Iteration 12Q (5528.880000 sec): 3 clusters
  Score: Raw -3322223.878685 + Penalty 5001.982314 = -3317221.896371
  nChanged 542
		SP:Iteration 13Q (5528.960000 sec): 3 clusters
  Score: Raw -3322582.400807 + Penalty 5001.982314 = -3317580.418493
  nChanged 427
		SP:Iteration 14Q (5529.040000 sec): 3 clusters
  Score: Raw -3322863.439685 + Penalty 5001.982314 = -3317861.457371
  nChanged 352
		SP:Iteration 15Q (5529.110000 sec): 3 clusters
  Score: Raw -3323071.285841 + Penalty 5001.982314 = -3318069.303527
  nChanged 262
		SP:Iteration 16Q (5529.180000 sec): 3 clusters
  Score: Raw -3323211.659987 + Penalty 5001.982314 = -3318209.677673
  nChanged 213
		SP:Iteration 17Q (5529.250000 sec): 3 clusters
  Score: Raw -3323321.299229 + Penalty 5001.982314 = -3318319.316916
  nChanged 161
		SP:Iteration 18Q (5529.320000 sec): 3 clusters
  Score: Raw -3323385.115860 + Penalty 5001.982314 = -3318383.133547
  nChanged 113
		SP:Iteration 19Q (5529.390000 sec): 3 clusters
  Score: Raw -3323427.720873 + Penalty 5001.982314 = -3318425.738560
  nChanged 98
		SP:Iteration 20F (5529.480000 sec): 3 clusters
  Score: Raw -3323461.598256 + Penalty 5001.982314 = -3318459.615942
  nChanged 75
		SP:Iteration 21Q (5529.550000 sec): 3 clusters
  Score: Raw -3323483.559631 + Penalty 5001.982314 = -3318481.577317
  nChanged 61
		SP:Iteration 22Q (5529.610000 sec): 3 clusters
  Score: Raw -3323502.035718 + Penalty 5001.982314 = -3318500.053404
  nChanged 62
		SP:Iteration 23Q (5529.680000 sec): 3 clusters
  Score: Raw -3323521.827243 + Penalty 5001.982314 = -3318519.844929
  nChanged 56
		SP:Iteration 24Q (5529.750000 sec): 3 clusters
  Score: Raw -3323537.084949 + Penalty 5001.982314 = -3318535.102635
  nChanged 42
		SP:Iteration 25Q (5529.810000 sec): 3 clusters
  Score: Raw -3323548.675140 + Penalty 5001.982314 = -3318546.692827
  nChanged 37
		SP:Iteration 26Q (5529.880000 sec): 3 clusters
  Score: Raw -3323558.566401 + Penalty 5001.982314 = -3318556.584087
  nChanged 35
		SP:Iteration 27Q (5529.950000 sec): 3 clusters
  Score: Raw -3323566.986851 + Penalty 5001.982314 = -3318565.004537
  nChanged 26
		SP:Iteration 28Q (5530.010000 sec): 3 clusters
  Score: Raw -3323574.647671 + Penalty 5001.982314 = -3318572.665357
  nChanged 35
		SP:Iteration 29Q (5530.080000 sec): 3 clusters
  Score: Raw -3323587.344292 + Penalty 5001.982314 = -3318585.361978
  nChanged 31
		SP:Iteration 30Q (5530.150000 sec): 3 clusters
  Score: Raw -3323594.529947 + Penalty 5001.982314 = -3318592.547634
  nChanged 23
		SP:Iteration 31Q (5530.210000 sec): 3 clusters
  Score: Raw -3323600.577153 + Penalty 5001.982314 = -3318598.594839
  nChanged 22
		SP:Iteration 32Q (5530.280000 sec): 3 clusters
  Score: Raw -3323605.445074 + Penalty 5001.982314 = -3318603.462760
  nChanged 18
		SP:Iteration 33Q (5530.350000 sec): 3 clusters
  Score: Raw -3323609.973121 + Penalty 5001.982314 = -3318607.990807
  nChanged 19
		SP:Iteration 34Q (5530.410000 sec): 3 clusters
  Score: Raw -3323614.675616 + Penalty 5001.982314 = -3318612.693302
  nChanged 25
		SP:Iteration 35Q (5530.480000 sec): 3 clusters
  Score: Raw -3323622.819141 + Penalty 5001.982314 = -3318620.836828
  nChanged 26
		SP:Iteration 36Q (5530.550000 sec): 3 clusters
  Score: Raw -3323631.000893 + Penalty 5001.982314 = -3318629.018579
  nChanged 29
		SP:Iteration 37Q (5530.610000 sec): 3 clusters
  Score: Raw -3323638.781352 + Penalty 5001.982314 = -3318636.799038
  nChanged 21
		SP:Iteration 38Q (5530.680000 sec): 3 clusters
  Score: Raw -3323644.188561 + Penalty 5001.982314 = -3318642.206247
  nChanged 20
		SP:Iteration 39Q (5530.750000 sec): 3 clusters
  Score: Raw -3323648.598432 + Penalty 5001.982314 = -3318646.616118
  nChanged 17
		SP:Iteration 40F (5530.840000 sec): 3 clusters
  Score: Raw -3323652.915101 + Penalty 5001.982314 = -3318650.932787
  nChanged 25
		SP:Iteration 41Q (5530.900000 sec): 3 clusters
  Score: Raw -3323660.918176 + Penalty 5001.982314 = -3318658.935862
  nChanged 23
		SP:Iteration 42Q (5530.970000 sec): 3 clusters
  Score: Raw -3323667.811631 + Penalty 5001.982314 = -3318665.829317
  nChanged 22
		SP:Iteration 43Q (5531.030000 sec): 3 clusters
  Score: Raw -3323673.063668 + Penalty 5001.982314 = -3318671.081354
  nChanged 20
		SP:Iteration 44Q (5531.100000 sec): 3 clusters
  Score: Raw -3323678.217728 + Penalty 5001.982314 = -3318676.235415
  nChanged 16
		SP:Iteration 45Q (5531.170000 sec): 3 clusters
  Score: Raw -3323682.244941 + Penalty 5001.982314 = -3318680.262627
  nChanged 17
		SP:Iteration 46Q (5531.230000 sec): 3 clusters
  Score: Raw -3323686.440561 + Penalty 5001.982314 = -3318684.458247
  nChanged 10
		SP:Iteration 47Q (5531.300000 sec): 3 clusters
  Score: Raw -3323689.004393 + Penalty 5001.982314 = -3318687.022079
  nChanged 16
		SP:Iteration 48Q (5531.370000 sec): 3 clusters
  Score: Raw -3323693.414434 + Penalty 5001.982314 = -3318691.432120
  nChanged 11
		SP:Iteration 49Q (5531.430000 sec): 3 clusters
  Score: Raw -3323696.353585 + Penalty 5001.982314 = -3318694.371271
  nChanged 11
		SP:Iteration 50Q (5531.500000 sec): 3 clusters
  Score: Raw -3323701.010644 + Penalty 5001.982314 = -3318699.028331
  nChanged 18
		SP:Iteration 51Q (5531.560000 sec): 3 clusters
  Score: Raw -3323705.241305 + Penalty 5001.982314 = -3318703.258991
  nChanged 14
		SP:Iteration 52Q (5531.630000 sec): 3 clusters
  Score: Raw -3323709.615086 + Penalty 5001.982314 = -3318707.632773
  nChanged 12
		SP:Iteration 53Q (5531.690000 sec): 3 clusters
  Score: Raw -3323712.724053 + Penalty 5001.982314 = -3318710.741739
  nChanged 14
		SP:Iteration 54Q (5531.760000 sec): 3 clusters
  Score: Raw -3323717.029886 + Penalty 5001.982314 = -3318715.047573
  nChanged 22
		SP:Iteration 55Q (5531.830000 sec): 3 clusters
  Score: Raw -3323722.826204 + Penalty 5001.982314 = -3318720.843891
  nChanged 16
		SP:Iteration 56Q (5531.890000 sec): 3 clusters
  Score: Raw -3323727.769139 + Penalty 5001.982314 = -3318725.786825
  nChanged 13
		SP:Iteration 57Q (5531.950000 sec): 3 clusters
  Score: Raw -3323731.750721 + Penalty 5001.982314 = -3318729.768407
  nChanged 15
		SP:Iteration 58Q (5532.020000 sec): 3 clusters
  Score: Raw -3323735.825832 + Penalty 5001.982314 = -3318733.843518
  nChanged 18
		SP:Iteration 59Q (5532.090000 sec): 3 clusters
  Score: Raw -3323740.736148 + Penalty 5001.982314 = -3318738.753834
  nChanged 18
		SP:Iteration 60F (5532.170000 sec): 3 clusters
  Score: Raw -3323746.561394 + Penalty 5001.982314 = -3318744.579080
  nChanged 15
		SP:Iteration 61Q (5532.230000 sec): 3 clusters
  Score: Raw -3323750.974505 + Penalty 5001.982314 = -3318748.992191
  nChanged 8
		SP:Iteration 62Q (5532.300000 sec): 3 clusters
  Score: Raw -3323752.888300 + Penalty 5001.982314 = -3318750.905987
  nChanged 3
		SP:Iteration 63Q (5532.370000 sec): 3 clusters
  Score: Raw -3323753.531206 + Penalty 5001.982314 = -3318751.548893
  nChanged 3
		SP:Iteration 64Q (5532.430000 sec): 3 clusters
  Score: Raw -3323754.216512 + Penalty 5001.982314 = -3318752.234198
  nChanged 2
		SP:Iteration 65Q (5532.500000 sec): 3 clusters
  Score: Raw -3323755.052788 + Penalty 5001.982314 = -3318753.070474
  nChanged 3
		SP:Iteration 66Q (5532.560000 sec): 3 clusters
  Score: Raw -3323755.610148 + Penalty 5001.982314 = -3318753.627834
  nChanged 2
		SP:Iteration 67Q (5532.630000 sec): 3 clusters
  Score: Raw -3323755.932685 + Penalty 5001.982314 = -3318753.950371
  nChanged 2
		SP:Iteration 68Q (5532.690000 sec): 3 clusters
  Score: Raw -3323756.284257 + Penalty 5001.982314 = -3318754.301944
  nChanged 1
		SP:Iteration 69Q (5532.760000 sec): 3 clusters
  Score: Raw -3323756.421433 + Penalty 5001.982314 = -3318754.439119
  nChanged 0
		SP:Iteration 70F (5532.850000 sec): 3 clusters
  Score: Raw -3323756.421433 + Penalty 5001.982314 = -3318754.439119
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5532.870000 sec): 2 clusters
  Score: Raw -495297.937820 + Penalty 2019.664378 = -493278.273441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5532.880000 sec): 3 clusters
  Score: Raw -493775.329505 + Penalty 4039.328756 = -489736.000749
  nChanged 1240
		SP:Iteration 1F (5532.890000 sec): 3 clusters
  Score: Raw -494532.492518 + Penalty 4039.328756 = -490493.163762
  nChanged 257
		SP:Iteration 2F (5532.900000 sec): 3 clusters
  Score: Raw -494700.611072 + Penalty 4039.328756 = -490661.282315
  nChanged 167
		SP:Iteration 3Q (5532.910000 sec): 3 clusters
  Score: Raw -494821.997480 + Penalty 4039.328756 = -490782.668724
  nChanged 149
		SP:Iteration 4Q (5532.930000 sec): 3 clusters
  Score: Raw -494936.057761 + Penalty 4039.328756 = -490896.729004
  nChanged 140
		SP:Iteration 5Q (5532.940000 sec): 3 clusters
  Score: Raw -495058.608911 + Penalty 4039.328756 = -491019.280155
  nChanged 153
		SP:Iteration 6Q (5532.950000 sec): 3 clusters
  Score: Raw -495185.876984 + Penalty 4039.328756 = -491146.548227
  nChanged 131
		SP:Iteration 7Q (5532.960000 sec): 3 clusters
  Score: Raw -495291.173546 + Penalty 4039.328756 = -491251.844790
  nChanged 123
		SP:Iteration 8Q (5532.970000 sec): 3 clusters
  Score: Raw -495402.305430 + Penalty 4039.328756 = -491362.976674
  nChanged 113
		SP:Iteration 9Q (5532.990000 sec): 3 clusters
  Score: Raw -495502.151395 + Penalty 4039.328756 = -491462.822639
  nChanged 103
		SP:Iteration 10Q (5533.000000 sec): 3 clusters
  Score: Raw -495591.018531 + Penalty 4039.328756 = -491551.689774
  nChanged 111
		SP:Iteration 11Q (5533.010000 sec): 3 clusters
  Score: Raw -495687.519394 + Penalty 4039.328756 = -491648.190638
  nChanged 84
		SP:Iteration 12Q (5533.030000 sec): 3 clusters
  Score: Raw -495761.225488 + Penalty 4039.328756 = -491721.896732
  nChanged 87
		SP:Iteration 13Q (5533.040000 sec): 3 clusters
  Score: Raw -495842.182626 + Penalty 4039.328756 = -491802.853870
  nChanged 77
		SP:Iteration 14Q (5533.050000 sec): 3 clusters
  Score: Raw -495929.213171 + Penalty 4039.328756 = -491889.884414
  nChanged 88
		SP:Iteration 15Q (5533.060000 sec): 3 clusters
  Score: Raw -496034.219724 + Penalty 4039.328756 = -491994.890967
  nChanged 84
		SP:Iteration 16Q (5533.070000 sec): 3 clusters
  Score: Raw -496128.328558 + Penalty 4039.328756 = -492088.999801
  nChanged 78
		SP:Iteration 17Q (5533.090000 sec): 3 clusters
  Score: Raw -496224.760885 + Penalty 4039.328756 = -492185.432129
  nChanged 92
		SP:Iteration 18Q (5533.100000 sec): 3 clusters
  Score: Raw -496350.790426 + Penalty 4039.328756 = -492311.461670
  nChanged 89
		SP:Iteration 19Q (5533.110000 sec): 3 clusters
  Score: Raw -496469.965906 + Penalty 4039.328756 = -492430.637149
  nChanged 82
		SP:Iteration 20F (5533.120000 sec): 3 clusters
  Score: Raw -496574.370543 + Penalty 4039.328756 = -492535.041787
  nChanged 84
		SP:Iteration 21Q (5533.130000 sec): 3 clusters
  Score: Raw -496672.282227 + Penalty 4039.328756 = -492632.953470
  nChanged 76
		SP:Iteration 22Q (5533.140000 sec): 3 clusters
  Score: Raw -496753.439940 + Penalty 4039.328756 = -492714.111184
  nChanged 63
		SP:Iteration 23Q (5533.150000 sec): 3 clusters
  Score: Raw -496795.925438 + Penalty 4039.328756 = -492756.596682
  nChanged 45
		SP:Iteration 24Q (5533.160000 sec): 3 clusters
  Score: Raw -496825.066625 + Penalty 4039.328756 = -492785.737869
  nChanged 40
		SP:Iteration 25Q (5533.170000 sec): 3 clusters
  Score: Raw -496854.881363 + Penalty 4039.328756 = -492815.552606
  nChanged 40
		SP:Iteration 26Q (5533.180000 sec): 3 clusters
  Score: Raw -496884.168200 + Penalty 4039.328756 = -492844.839444
  nChanged 41
		SP:Iteration 27Q (5533.190000 sec): 3 clusters
  Score: Raw -496910.512343 + Penalty 4039.328756 = -492871.183586
  nChanged 33
		SP:Iteration 28Q (5533.200000 sec): 3 clusters
  Score: Raw -496933.574146 + Penalty 4039.328756 = -492894.245390
  nChanged 36
		SP:Iteration 29Q (5533.210000 sec): 3 clusters
  Score: Raw -496956.744108 + Penalty 4039.328756 = -492917.415352
  nChanged 29
		SP:Iteration 30Q (5533.230000 sec): 3 clusters
  Score: Raw -496974.537998 + Penalty 4039.328756 = -492935.209241
  nChanged 24
		SP:Iteration 31Q (5533.230000 sec): 3 clusters
  Score: Raw -496988.859893 + Penalty 4039.328756 = -492949.531137
  nChanged 20
		SP:Iteration 32Q (5533.250000 sec): 3 clusters
  Score: Raw -496999.094751 + Penalty 4039.328756 = -492959.765995
  nChanged 12
		SP:Iteration 33Q (5533.250000 sec): 3 clusters
  Score: Raw -497002.764086 + Penalty 4039.328756 = -492963.435330
  nChanged 7
		SP:Iteration 34Q (5533.270000 sec): 3 clusters
  Score: Raw -497004.754678 + Penalty 4039.328756 = -492965.425922
  nChanged 3
		SP:Iteration 35Q (5533.270000 sec): 3 clusters
  Score: Raw -497005.721788 + Penalty 4039.328756 = -492966.393032
  nChanged 3
		SP:Iteration 36Q (5533.290000 sec): 3 clusters
  Score: Raw -497006.736873 + Penalty 4039.328756 = -492967.408117
  nChanged 2
		SP:Iteration 37Q (5533.290000 sec): 3 clusters
  Score: Raw -497007.249744 + Penalty 4039.328756 = -492967.920988
  nChanged 1
		SP:Iteration 38Q (5533.310000 sec): 3 clusters
  Score: Raw -497007.433455 + Penalty 4039.328756 = -492968.104699
  nChanged 1
		SP:Iteration 39Q (5533.310000 sec): 3 clusters
  Score: Raw -497007.833969 + Penalty 4039.328756 = -492968.505213
  nChanged 1
		SP:Iteration 40F (5533.330000 sec): 3 clusters
  Score: Raw -497008.018099 + Penalty 4039.328756 = -492968.689343
  nChanged 1
		SP:Iteration 41Q (5533.340000 sec): 3 clusters
  Score: Raw -497008.432371 + Penalty 4039.328756 = -492969.103614
  nChanged 2
		SP:Iteration 42Q (5533.350000 sec): 3 clusters
  Score: Raw -497009.294181 + Penalty 4039.328756 = -492969.965424
  nChanged 3
		SP:Iteration 43Q (5533.360000 sec): 3 clusters
  Score: Raw -497010.757709 + Penalty 4039.328756 = -492971.428953
  nChanged 3
		SP:Iteration 44Q (5533.370000 sec): 3 clusters
  Score: Raw -497011.842954 + Penalty 4039.328756 = -492972.514197
  nChanged 3
		SP:Iteration 45Q (5533.380000 sec): 3 clusters
  Score: Raw -497012.781027 + Penalty 4039.328756 = -492973.452270
  nChanged 3
		SP:Iteration 46Q (5533.390000 sec): 3 clusters
  Score: Raw -497013.598648 + Penalty 4039.328756 = -492974.269892
  nChanged 5
		SP:Iteration 47Q (5533.400000 sec): 3 clusters
  Score: Raw -497015.270103 + Penalty 4039.328756 = -492975.941347
  nChanged 4
		SP:Iteration 48Q (5533.410000 sec): 3 clusters
  Score: Raw -497017.823343 + Penalty 4039.328756 = -492978.494587
  nChanged 3
		SP:Iteration 49Q (5533.420000 sec): 3 clusters
  Score: Raw -497019.348166 + Penalty 4039.328756 = -492980.019409
  nChanged 2
		SP:Iteration 50Q (5533.430000 sec): 3 clusters
  Score: Raw -497020.656597 + Penalty 4039.328756 = -492981.327840
  nChanged 3
		SP:Iteration 51Q (5533.440000 sec): 3 clusters
  Score: Raw -497021.776882 + Penalty 4039.328756 = -492982.448125
  nChanged 4
		SP:Iteration 52Q (5533.450000 sec): 3 clusters
  Score: Raw -497023.715468 + Penalty 4039.328756 = -492984.386712
  nChanged 3
		SP:Iteration 53Q (5533.460000 sec): 3 clusters
  Score: Raw -497025.279414 + Penalty 4039.328756 = -492985.950657
  nChanged 1
		SP:Iteration 54Q (5533.470000 sec): 3 clusters
  Score: Raw -497025.500055 + Penalty 4039.328756 = -492986.171298
  nChanged 2
		SP:Iteration 55Q (5533.480000 sec): 3 clusters
  Score: Raw -497026.101532 + Penalty 4039.328756 = -492986.772776
  nChanged 1
		SP:Iteration 56Q (5533.490000 sec): 3 clusters
  Score: Raw -497026.327584 + Penalty 4039.328756 = -492986.998827
  nChanged 0
		SP:Iteration 57F (5533.500000 sec): 3 clusters
  Score: Raw -497026.327584 + Penalty 4039.328756 = -492986.998827
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5533.510000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5533.510000 sec): 3 clusters
  Score: Raw -126942.556142 + Penalty 3350.283633 = -123592.272508
  nChanged 212
		SP:Iteration 1F (5533.510000 sec): 3 clusters
  Score: Raw -127223.621326 + Penalty 3350.283633 = -123873.337693
  nChanged 36
		SP:Iteration 2Q (5533.510000 sec): 3 clusters
  Score: Raw -127287.757681 + Penalty 3350.283633 = -123937.474047
  nChanged 22
		SP:Iteration 3Q (5533.520000 sec): 3 clusters
  Score: Raw -127320.412288 + Penalty 3350.283633 = -123970.128654
  nChanged 15
		SP:Iteration 4Q (5533.520000 sec): 3 clusters
  Score: Raw -127338.771886 + Penalty 3350.283633 = -123988.488252
  nChanged 8
		SP:Iteration 5Q (5533.520000 sec): 3 clusters
  Score: Raw -127348.623311 + Penalty 3350.283633 = -123998.339678
  nChanged 7
		SP:Iteration 6Q (5533.530000 sec): 3 clusters
  Score: Raw -127356.297809 + Penalty 3350.283633 = -124006.014175
  nChanged 7
		SP:Iteration 7Q (5533.530000 sec): 3 clusters
  Score: Raw -127374.979613 + Penalty 3350.283633 = -124024.695979
  nChanged 7
		SP:Iteration 8Q (5533.530000 sec): 3 clusters
  Score: Raw -127385.596839 + Penalty 3350.283633 = -124035.313206
  nChanged 5
		SP:Iteration 9Q (5533.530000 sec): 3 clusters
  Score: Raw -127391.093778 + Penalty 3350.283633 = -124040.810145
  nChanged 4
		SP:Iteration 10Q (5533.540000 sec): 3 clusters
  Score: Raw -127394.858011 + Penalty 3350.283633 = -124044.574378
  nChanged 0
		SP:Iteration 11F (5533.540000 sec): 3 clusters
  Score: Raw -127394.858011 + Penalty 3350.283633 = -124044.574378
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5533.550000 sec): 2 clusters
  Score: Raw -34077.485412 + Penalty 1384.707085 = -32692.778327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5533.550000 sec): 3 clusters
  Score: Raw -34295.126283 + Penalty 2769.414169 = -31525.712114
  nChanged 38
		SP:Iteration 1F (5533.550000 sec): 3 clusters
  Score: Raw -34422.286280 + Penalty 2769.414169 = -31652.872111
  nChanged 9
		SP:Iteration 2Q (5533.550000 sec): 3 clusters
  Score: Raw -34471.262046 + Penalty 2769.414169 = -31701.847877
  nChanged 10
		SP:Iteration 3Q (5533.550000 sec): 3 clusters
  Score: Raw -34560.781685 + Penalty 2769.414169 = -31791.367515
  nChanged 7
		SP:Iteration 4Q (5533.550000 sec): 3 clusters
  Score: Raw -34635.061404 + Penalty 2769.414169 = -31865.647235
  nChanged 9
		SP:Iteration 5Q (5533.550000 sec): 3 clusters
  Score: Raw -34687.584306 + Penalty 2769.414169 = -31918.170137
  nChanged 2
		SP:Iteration 6Q (5533.550000 sec): 3 clusters
  Score: Raw -34702.647350 + Penalty 2769.414169 = -31933.233181
  nChanged 1
		SP:Iteration 7Q (5533.550000 sec): 3 clusters
  Score: Raw -34713.100210 + Penalty 2769.414169 = -31943.686041
  nChanged 2
		SP:Iteration 8Q (5533.550000 sec): 3 clusters
  Score: Raw -34732.313255 + Penalty 2769.414169 = -31962.899086
  nChanged 0
		SP:Iteration 9F (5533.550000 sec): 3 clusters
  Score: Raw -34732.313255 + Penalty 2769.414169 = -31962.899086
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5533.600000 sec): 2 clusters
  Score: Raw -2041152.166654 + Penalty 2361.802642 = -2038790.364012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5533.650000 sec): 3 clusters
  Score: Raw -2033463.564913 + Penalty 4723.605284 = -2028739.959628
  nChanged 5865
		SP:Iteration 1F (5533.700000 sec): 3 clusters
  Score: Raw -2036761.664507 + Penalty 4723.605284 = -2032038.059222
  nChanged 922
		SP:Iteration 2F (5533.750000 sec): 3 clusters
  Score: Raw -2037241.018155 + Penalty 4723.605284 = -2032517.412871
  nChanged 783
		SP:Iteration 3F (5533.800000 sec): 3 clusters
  Score: Raw -2037654.162667 + Penalty 4723.605284 = -2032930.557383
  nChanged 756
		SP:Iteration 4F (5533.850000 sec): 3 clusters
  Score: Raw -2038120.906085 + Penalty 4723.605284 = -2033397.300800
  nChanged 817
		SP:Iteration 5F (5533.900000 sec): 3 clusters
  Score: Raw -2038679.172700 + Penalty 4723.605284 = -2033955.567416
  nChanged 765
		SP:Iteration 6F (5533.950000 sec): 3 clusters
  Score: Raw -2039260.134690 + Penalty 4723.605284 = -2034536.529405
  nChanged 695
		SP:Iteration 7F (5533.990000 sec): 3 clusters
  Score: Raw -2039819.753603 + Penalty 4723.605284 = -2035096.148319
  nChanged 605
		SP:Iteration 8Q (5534.040000 sec): 3 clusters
  Score: Raw -2040349.057316 + Penalty 4723.605284 = -2035625.452032
  nChanged 429
		SP:Iteration 9Q (5534.090000 sec): 3 clusters
  Score: Raw -2040742.585499 + Penalty 4723.605284 = -2036018.980214
  nChanged 292
		SP:Iteration 10Q (5534.140000 sec): 3 clusters
  Score: Raw -2041029.800757 + Penalty 4723.605284 = -2036306.195472
  nChanged 181
		SP:Iteration 11Q (5534.180000 sec): 3 clusters
  Score: Raw -2041193.238235 + Penalty 4723.605284 = -2036469.632951
  nChanged 87
		SP:Iteration 12Q (5534.220000 sec): 3 clusters
  Score: Raw -2041272.166160 + Penalty 4723.605284 = -2036548.560875
  nChanged 51
		SP:Iteration 13Q (5534.260000 sec): 3 clusters
  Score: Raw -2041325.315974 + Penalty 4723.605284 = -2036601.710689
  nChanged 36
		SP:Iteration 14Q (5534.300000 sec): 3 clusters
  Score: Raw -2041365.103356 + Penalty 4723.605284 = -2036641.498072
  nChanged 26
		SP:Iteration 15Q (5534.340000 sec): 3 clusters
  Score: Raw -2041397.770429 + Penalty 4723.605284 = -2036674.165145
  nChanged 15
		SP:Iteration 16Q (5534.380000 sec): 3 clusters
  Score: Raw -2041414.728480 + Penalty 4723.605284 = -2036691.123196
  nChanged 13
		SP:Iteration 17Q (5534.410000 sec): 3 clusters
  Score: Raw -2041428.841461 + Penalty 4723.605284 = -2036705.236176
  nChanged 11
		SP:Iteration 18Q (5534.450000 sec): 3 clusters
  Score: Raw -2041444.019227 + Penalty 4723.605284 = -2036720.413943
  nChanged 11
		SP:Iteration 19Q (5534.490000 sec): 3 clusters
  Score: Raw -2041455.838716 + Penalty 4723.605284 = -2036732.233432
  nChanged 4
		SP:Iteration 20F (5534.540000 sec): 3 clusters
  Score: Raw -2041458.863129 + Penalty 4723.605284 = -2036735.257845
  nChanged 4
		SP:Iteration 21Q (5534.570000 sec): 3 clusters
  Score: Raw -2041463.062832 + Penalty 4723.605284 = -2036739.457548
  nChanged 3
		SP:Iteration 22Q (5534.610000 sec): 3 clusters
  Score: Raw -2041466.037532 + Penalty 4723.605284 = -2036742.432247
  nChanged 4
		SP:Iteration 23Q (5534.650000 sec): 3 clusters
  Score: Raw -2041471.107412 + Penalty 4723.605284 = -2036747.502128
  nChanged 3
		SP:Iteration 24Q (5534.690000 sec): 3 clusters
  Score: Raw -2041473.279213 + Penalty 4723.605284 = -2036749.673929
  nChanged 0
		SP:Iteration 25F (5534.730000 sec): 3 clusters
  Score: Raw -2041473.279213 + Penalty 4723.605284 = -2036749.673929
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69748 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5534.960000 sec): 2 clusters
  Score: Raw -10199802.743146 + Penalty 2765.855718 = -10197036.887428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5535.220000 sec): 3 clusters
  Score: Raw -10155703.719282 + Penalty 5531.711437 = -10150172.007845
  nChanged 32695
		SP:Iteration 1F (5535.470000 sec): 3 clusters
  Score: Raw -10174061.555212 + Penalty 5531.711437 = -10168529.843775
  nChanged 2376
		SP:Iteration 2Q (5535.730000 sec): 3 clusters
  Score: Raw -10174673.552876 + Penalty 5531.711437 = -10169141.841440
  nChanged 2501
		SP:Iteration 3Q (5536.000000 sec): 3 clusters
  Score: Raw -10175402.040714 + Penalty 5531.711437 = -10169870.329277
  nChanged 2792
		SP:Iteration 4Q (5536.260000 sec): 3 clusters
  Score: Raw -10176418.141939 + Penalty 5531.711437 = -10170886.430502
  nChanged 3532
		SP:Iteration 5F (5536.520000 sec): 3 clusters
  Score: Raw -10178170.656893 + Penalty 5531.711437 = -10172638.945456
  nChanged 4758
		SP:Iteration 6F (5536.770000 sec): 3 clusters
  Score: Raw -10181345.858489 + Penalty 5531.711437 = -10175814.147052
  nChanged 5994
		SP:Iteration 7F (5537.030000 sec): 3 clusters
  Score: Raw -10186432.875351 + Penalty 5531.711437 = -10180901.163914
  nChanged 6138
		SP:Iteration 8F (5537.280000 sec): 3 clusters
  Score: Raw -10192456.662916 + Penalty 5531.711437 = -10186924.951480
  nChanged 4420
		SP:Iteration 9F (5537.530000 sec): 3 clusters
  Score: Raw -10196884.248886 + Penalty 5531.711437 = -10191352.537449
  nChanged 2147
		SP:Iteration 10Q (5537.780000 sec): 3 clusters
  Score: Raw -10198926.713432 + Penalty 5531.711437 = -10193395.001996
  nChanged 744
		SP:Iteration 11Q (5537.990000 sec): 3 clusters
  Score: Raw -10199594.336884 + Penalty 5531.711437 = -10194062.625447
  nChanged 249
		SP:Iteration 12Q (5538.190000 sec): 3 clusters
  Score: Raw -10199832.319754 + Penalty 5531.711437 = -10194300.608317
  nChanged 104
		SP:Iteration 13Q (5538.370000 sec): 3 clusters
  Score: Raw -10199954.809933 + Penalty 5531.711437 = -10194423.098497
  nChanged 40
		SP:Iteration 14Q (5538.560000 sec): 3 clusters
  Score: Raw -10200001.726537 + Penalty 5531.711437 = -10194470.015100
  nChanged 29
		SP:Iteration 15Q (5538.740000 sec): 3 clusters
  Score: Raw -10200033.726623 + Penalty 5531.711437 = -10194502.015186
  nChanged 18
		SP:Iteration 16Q (5538.920000 sec): 3 clusters
  Score: Raw -10200057.075838 + Penalty 5531.711437 = -10194525.364401
  nChanged 14
		SP:Iteration 17Q (5539.100000 sec): 3 clusters
  Score: Raw -10200075.388598 + Penalty 5531.711437 = -10194543.677161
  nChanged 7
		SP:Iteration 18Q (5539.280000 sec): 3 clusters
  Score: Raw -10200087.251392 + Penalty 5531.711437 = -10194555.539955
  nChanged 6
		SP:Iteration 19Q (5539.450000 sec): 3 clusters
  Score: Raw -10200096.132350 + Penalty 5531.711437 = -10194564.420913
  nChanged 4
		SP:Iteration 20F (5539.710000 sec): 3 clusters
  Score: Raw -10200099.197173 + Penalty 5531.711437 = -10194567.485736
  nChanged 1
		SP:Iteration 21Q (5539.890000 sec): 3 clusters
  Score: Raw -10200101.942517 + Penalty 5531.711437 = -10194570.231081
  nChanged 4
		SP:Iteration 22Q (5540.070000 sec): 3 clusters
  Score: Raw -10200110.458346 + Penalty 5531.711437 = -10194578.746910
  nChanged 8
		SP:Iteration 23Q (5540.250000 sec): 3 clusters
  Score: Raw -10200118.677407 + Penalty 5531.711437 = -10194586.965970
  nChanged 7
		SP:Iteration 24Q (5540.420000 sec): 3 clusters
  Score: Raw -10200131.078680 + Penalty 5531.711437 = -10194599.367244
  nChanged 3
		SP:Iteration 25Q (5540.600000 sec): 3 clusters
  Score: Raw -10200136.588272 + Penalty 5531.711437 = -10194604.876835
  nChanged 5
		SP:Iteration 26Q (5540.780000 sec): 3 clusters
  Score: Raw -10200143.436978 + Penalty 5531.711437 = -10194611.725541
  nChanged 5
		SP:Iteration 27Q (5540.960000 sec): 3 clusters
  Score: Raw -10200150.560255 + Penalty 5531.711437 = -10194618.848819
  nChanged 5
		SP:Iteration 28Q (5541.140000 sec): 3 clusters
  Score: Raw -10200158.306205 + Penalty 5531.711437 = -10194626.594768
  nChanged 5
		SP:Iteration 29Q (5541.310000 sec): 3 clusters
  Score: Raw -10200163.528979 + Penalty 5531.711437 = -10194631.817543
  nChanged 2
		SP:Iteration 30Q (5541.490000 sec): 3 clusters
  Score: Raw -10200166.709281 + Penalty 5531.711437 = -10194634.997845
  nChanged 1
		SP:Iteration 31Q (5541.670000 sec): 3 clusters
  Score: Raw -10200168.188768 + Penalty 5531.711437 = -10194636.477332
  nChanged 0
		SP:Iteration 32F (5541.930000 sec): 3 clusters
  Score: Raw -10200168.188768 + Penalty 5531.711437 = -10194636.477332
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5541.960000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5541.970000 sec): 3 clusters
  Score: Raw -385230.567170 + Penalty 3923.652944 = -381306.914227
  nChanged 927
		SP:Iteration 1F (5541.980000 sec): 3 clusters
  Score: Raw -385818.927025 + Penalty 3923.652944 = -381895.274081
  nChanged 202
		SP:Iteration 2F (5541.990000 sec): 3 clusters
  Score: Raw -385970.202543 + Penalty 3923.652944 = -382046.549599
  nChanged 126
		SP:Iteration 3Q (5542.000000 sec): 3 clusters
  Score: Raw -386062.647952 + Penalty 3923.652944 = -382138.995008
  nChanged 78
		SP:Iteration 4Q (5542.010000 sec): 3 clusters
  Score: Raw -386110.175247 + Penalty 3923.652944 = -382186.522303
  nChanged 63
		SP:Iteration 5Q (5542.020000 sec): 3 clusters
  Score: Raw -386152.552667 + Penalty 3923.652944 = -382228.899724
  nChanged 44
		SP:Iteration 6Q (5542.030000 sec): 3 clusters
  Score: Raw -386182.196238 + Penalty 3923.652944 = -382258.543294
  nChanged 38
		SP:Iteration 7Q (5542.040000 sec): 3 clusters
  Score: Raw -386201.202175 + Penalty 3923.652944 = -382277.549231
  nChanged 24
		SP:Iteration 8Q (5542.050000 sec): 3 clusters
  Score: Raw -386218.696275 + Penalty 3923.652944 = -382295.043331
  nChanged 25
		SP:Iteration 9Q (5542.060000 sec): 3 clusters
  Score: Raw -386234.014180 + Penalty 3923.652944 = -382310.361236
  nChanged 21
		SP:Iteration 10Q (5542.070000 sec): 3 clusters
  Score: Raw -386245.816961 + Penalty 3923.652944 = -382322.164017
  nChanged 17
		SP:Iteration 11Q (5542.080000 sec): 3 clusters
  Score: Raw -386253.263394 + Penalty 3923.652944 = -382329.610451
  nChanged 14
		SP:Iteration 12Q (5542.090000 sec): 3 clusters
  Score: Raw -386261.108834 + Penalty 3923.652944 = -382337.455891
  nChanged 10
		SP:Iteration 13Q (5542.100000 sec): 3 clusters
  Score: Raw -386265.360613 + Penalty 3923.652944 = -382341.707669
  nChanged 4
		SP:Iteration 14Q (5542.110000 sec): 3 clusters
  Score: Raw -386267.586481 + Penalty 3923.652944 = -382343.933537
  nChanged 4
		SP:Iteration 15Q (5542.120000 sec): 3 clusters
  Score: Raw -386269.445980 + Penalty 3923.652944 = -382345.793037
  nChanged 6
		SP:Iteration 16Q (5542.130000 sec): 3 clusters
  Score: Raw -386272.719351 + Penalty 3923.652944 = -382349.066408
  nChanged 6
		SP:Iteration 17Q (5542.140000 sec): 3 clusters
  Score: Raw -386275.012920 + Penalty 3923.652944 = -382351.359976
  nChanged 5
		SP:Iteration 18Q (5542.150000 sec): 3 clusters
  Score: Raw -386277.501056 + Penalty 3923.652944 = -382353.848112
  nChanged 6
		SP:Iteration 19Q (5542.160000 sec): 3 clusters
  Score: Raw -386279.996871 + Penalty 3923.652944 = -382356.343927
  nChanged 2
		SP:Iteration 20F (5542.170000 sec): 3 clusters
  Score: Raw -386280.453921 + Penalty 3923.652944 = -382356.800977
  nChanged 2
		SP:Iteration 21Q (5542.180000 sec): 3 clusters
  Score: Raw -386281.477695 + Penalty 3923.652944 = -382357.824752
  nChanged 3
		SP:Iteration 22Q (5542.190000 sec): 3 clusters
  Score: Raw -386283.409230 + Penalty 3923.652944 = -382359.756286
  nChanged 5
		SP:Iteration 23Q (5542.200000 sec): 3 clusters
  Score: Raw -386286.552625 + Penalty 3923.652944 = -382362.899681
  nChanged 6
		SP:Iteration 24Q (5542.210000 sec): 3 clusters
  Score: Raw -386289.670621 + Penalty 3923.652944 = -382366.017677
  nChanged 6
		SP:Iteration 25Q (5542.220000 sec): 3 clusters
  Score: Raw -386291.895850 + Penalty 3923.652944 = -382368.242906
  nChanged 3
		SP:Iteration 26Q (5542.230000 sec): 3 clusters
  Score: Raw -386293.194814 + Penalty 3923.652944 = -382369.541870
  nChanged 5
		SP:Iteration 27Q (5542.240000 sec): 3 clusters
  Score: Raw -386295.510004 + Penalty 3923.652944 = -382371.857060
  nChanged 7
		SP:Iteration 28Q (5542.250000 sec): 3 clusters
  Score: Raw -386297.686315 + Penalty 3923.652944 = -382374.033371
  nChanged 6
		SP:Iteration 29Q (5542.260000 sec): 3 clusters
  Score: Raw -386299.343246 + Penalty 3923.652944 = -382375.690302
  nChanged 3
		SP:Iteration 30Q (5542.270000 sec): 3 clusters
  Score: Raw -386300.195258 + Penalty 3923.652944 = -382376.542314
  nChanged 3
		SP:Iteration 31Q (5542.270000 sec): 3 clusters
  Score: Raw -386302.140913 + Penalty 3923.652944 = -382378.487969
  nChanged 3
		SP:Iteration 32Q (5542.290000 sec): 3 clusters
  Score: Raw -386303.723152 + Penalty 3923.652944 = -382380.070209
  nChanged 4
		SP:Iteration 33Q (5542.290000 sec): 3 clusters
  Score: Raw -386305.356888 + Penalty 3923.652944 = -382381.703945
  nChanged 3
		SP:Iteration 34Q (5542.310000 sec): 3 clusters
  Score: Raw -386306.908026 + Penalty 3923.652944 = -382383.255082
  nChanged 3
		SP:Iteration 35Q (5542.310000 sec): 3 clusters
  Score: Raw -386308.853387 + Penalty 3923.652944 = -382385.200443
  nChanged 3
		SP:Iteration 36Q (5542.330000 sec): 3 clusters
  Score: Raw -386311.062327 + Penalty 3923.652944 = -382387.409383
  nChanged 2
		SP:Iteration 37Q (5542.330000 sec): 3 clusters
  Score: Raw -386311.554683 + Penalty 3923.652944 = -382387.901739
  nChanged 4
		SP:Iteration 38Q (5542.350000 sec): 3 clusters
  Score: Raw -386312.919779 + Penalty 3923.652944 = -382389.266835
  nChanged 3
		SP:Iteration 39Q (5542.350000 sec): 3 clusters
  Score: Raw -386314.360605 + Penalty 3923.652944 = -382390.707661
  nChanged 3
		SP:Iteration 40F (5542.360000 sec): 3 clusters
  Score: Raw -386316.079198 + Penalty 3923.652944 = -382392.426254
  nChanged 3
		SP:Iteration 41Q (5542.370000 sec): 3 clusters
  Score: Raw -386317.264091 + Penalty 3923.652944 = -382393.611147
  nChanged 1
		SP:Iteration 42Q (5542.380000 sec): 3 clusters
  Score: Raw -386317.612272 + Penalty 3923.652944 = -382393.959329
  nChanged 0
		SP:Iteration 43F (5542.390000 sec): 3 clusters
  Score: Raw -386317.612272 + Penalty 3923.652944 = -382393.959329
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5542.400000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5542.400000 sec): 3 clusters
  Score: Raw -168845.205232 + Penalty 3494.272938 = -165350.932294
  nChanged 307
		SP:Iteration 1F (5542.410000 sec): 3 clusters
  Score: Raw -169171.986850 + Penalty 3494.272938 = -165677.713912
  nChanged 82
		SP:Iteration 2F (5542.410000 sec): 3 clusters
  Score: Raw -169287.354524 + Penalty 3494.272938 = -165793.081586
  nChanged 49
		SP:Iteration 3Q (5542.420000 sec): 3 clusters
  Score: Raw -169343.845752 + Penalty 3494.272938 = -165849.572814
  nChanged 21
		SP:Iteration 4Q (5542.420000 sec): 3 clusters
  Score: Raw -169367.672014 + Penalty 3494.272938 = -165873.399076
  nChanged 17
		SP:Iteration 5Q (5542.430000 sec): 3 clusters
  Score: Raw -169393.431998 + Penalty 3494.272938 = -165899.159060
  nChanged 15
		SP:Iteration 6Q (5542.430000 sec): 3 clusters
  Score: Raw -169408.215871 + Penalty 3494.272938 = -165913.942933
  nChanged 9
		SP:Iteration 7Q (5542.430000 sec): 3 clusters
  Score: Raw -169418.807711 + Penalty 3494.272938 = -165924.534773
  nChanged 7
		SP:Iteration 8Q (5542.440000 sec): 3 clusters
  Score: Raw -169425.268641 + Penalty 3494.272938 = -165930.995702
  nChanged 5
		SP:Iteration 9Q (5542.440000 sec): 3 clusters
  Score: Raw -169430.606189 + Penalty 3494.272938 = -165936.333251
  nChanged 2
		SP:Iteration 10Q (5542.450000 sec): 3 clusters
  Score: Raw -169432.006395 + Penalty 3494.272938 = -165937.733457
  nChanged 1
		SP:Iteration 11Q (5542.450000 sec): 3 clusters
  Score: Raw -169432.605253 + Penalty 3494.272938 = -165938.332315
  nChanged 1
		SP:Iteration 12Q (5542.450000 sec): 3 clusters
  Score: Raw -169433.725427 + Penalty 3494.272938 = -165939.452489
  nChanged 0
		SP:Iteration 13F (5542.460000 sec): 3 clusters
  Score: Raw -169433.725427 + Penalty 3494.272938 = -165939.452489
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1848 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5542.470000 sec): 2 clusters
  Score: Raw -257639.147800 + Penalty 1865.421095 = -255773.726705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5542.470000 sec): 3 clusters
  Score: Raw -257045.046079 + Penalty 3730.842189 = -253314.203890
  nChanged 606
		SP:Iteration 1F (5542.480000 sec): 3 clusters
  Score: Raw -257543.515030 + Penalty 3730.842189 = -253812.672841
  nChanged 166
		SP:Iteration 2F (5542.490000 sec): 3 clusters
  Score: Raw -257859.775150 + Penalty 3730.842189 = -254128.932961
  nChanged 142
		SP:Iteration 3F (5542.490000 sec): 3 clusters
  Score: Raw -258066.929000 + Penalty 3730.842189 = -254336.086811
  nChanged 94
		SP:Iteration 4F (5542.500000 sec): 3 clusters
  Score: Raw -258202.456494 + Penalty 3730.842189 = -254471.614305
  nChanged 71
		SP:Iteration 5Q (5542.510000 sec): 3 clusters
  Score: Raw -258285.547432 + Penalty 3730.842189 = -254554.705243
  nChanged 55
		SP:Iteration 6Q (5542.510000 sec): 3 clusters
  Score: Raw -258346.615839 + Penalty 3730.842189 = -254615.773650
  nChanged 44
		SP:Iteration 7Q (5542.520000 sec): 3 clusters
  Score: Raw -258398.699054 + Penalty 3730.842189 = -254667.856865
  nChanged 38
		SP:Iteration 8Q (5542.530000 sec): 3 clusters
  Score: Raw -258434.073508 + Penalty 3730.842189 = -254703.231319
  nChanged 22
		SP:Iteration 9Q (5542.530000 sec): 3 clusters
  Score: Raw -258451.593246 + Penalty 3730.842189 = -254720.751057
  nChanged 20
		SP:Iteration 10Q (5542.540000 sec): 3 clusters
  Score: Raw -258463.880775 + Penalty 3730.842189 = -254733.038585
  nChanged 14
		SP:Iteration 11Q (5542.540000 sec): 3 clusters
  Score: Raw -258473.149011 + Penalty 3730.842189 = -254742.306822
  nChanged 12
		SP:Iteration 12Q (5542.550000 sec): 3 clusters
  Score: Raw -258481.953750 + Penalty 3730.842189 = -254751.111560
  nChanged 11
		SP:Iteration 13Q (5542.560000 sec): 3 clusters
  Score: Raw -258489.392211 + Penalty 3730.842189 = -254758.550022
  nChanged 7
		SP:Iteration 14Q (5542.560000 sec): 3 clusters
  Score: Raw -258493.880160 + Penalty 3730.842189 = -254763.037971
  nChanged 6
		SP:Iteration 15Q (5542.570000 sec): 3 clusters
  Score: Raw -258497.043501 + Penalty 3730.842189 = -254766.201312
  nChanged 5
		SP:Iteration 16Q (5542.570000 sec): 3 clusters
  Score: Raw -258500.879547 + Penalty 3730.842189 = -254770.037357
  nChanged 5
		SP:Iteration 17Q (5542.580000 sec): 3 clusters
  Score: Raw -258504.568556 + Penalty 3730.842189 = -254773.726367
  nChanged 6
		SP:Iteration 18Q (5542.590000 sec): 3 clusters
  Score: Raw -258508.010719 + Penalty 3730.842189 = -254777.168530
  nChanged 4
		SP:Iteration 19Q (5542.590000 sec): 3 clusters
  Score: Raw -258511.209148 + Penalty 3730.842189 = -254780.366959
  nChanged 4
		SP:Iteration 20F (5542.600000 sec): 3 clusters
  Score: Raw -258513.879821 + Penalty 3730.842189 = -254783.037632
  nChanged 2
		SP:Iteration 21Q (5542.610000 sec): 3 clusters
  Score: Raw -258515.733398 + Penalty 3730.842189 = -254784.891209
  nChanged 1
		SP:Iteration 22Q (5542.610000 sec): 3 clusters
  Score: Raw -258516.659124 + Penalty 3730.842189 = -254785.816935
  nChanged 1
		SP:Iteration 23Q (5542.620000 sec): 3 clusters
  Score: Raw -258517.229353 + Penalty 3730.842189 = -254786.387164
  nChanged 1
		SP:Iteration 24Q (5542.630000 sec): 3 clusters
  Score: Raw -258517.637543 + Penalty 3730.842189 = -254786.795354
  nChanged 0
		SP:Iteration 25F (5542.630000 sec): 3 clusters
  Score: Raw -258517.637543 + Penalty 3730.842189 = -254786.795354
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (11081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5542.670000 sec): 2 clusters
  Score: Raw -1693158.875908 + Penalty 2309.620828 = -1690849.255080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5542.710000 sec): 3 clusters
  Score: Raw -1687106.543933 + Penalty 4619.241656 = -1682487.302278
  nChanged 4646
		SP:Iteration 1F (5542.750000 sec): 3 clusters
  Score: Raw -1689524.289351 + Penalty 4619.241656 = -1684905.047696
  nChanged 711
		SP:Iteration 2F (5542.790000 sec): 3 clusters
  Score: Raw -1689853.215390 + Penalty 4619.241656 = -1685233.973734
  nChanged 577
		SP:Iteration 3F (5542.830000 sec): 3 clusters
  Score: Raw -1690113.815163 + Penalty 4619.241656 = -1685494.573508
  nChanged 487
		SP:Iteration 4Q (5542.870000 sec): 3 clusters
  Score: Raw -1690345.004319 + Penalty 4619.241656 = -1685725.762663
  nChanged 468
		SP:Iteration 5Q (5542.910000 sec): 3 clusters
  Score: Raw -1690581.693832 + Penalty 4619.241656 = -1685962.452176
  nChanged 489
		SP:Iteration 6Q (5542.950000 sec): 3 clusters
  Score: Raw -1690857.558688 + Penalty 4619.241656 = -1686238.317032
  nChanged 514
		SP:Iteration 7Q (5542.990000 sec): 3 clusters
  Score: Raw -1691196.377366 + Penalty 4619.241656 = -1686577.135710
  nChanged 542
		SP:Iteration 8Q (5543.030000 sec): 3 clusters
  Score: Raw -1691588.100266 + Penalty 4619.241656 = -1686968.858610
  nChanged 548
		SP:Iteration 9Q (5543.070000 sec): 3 clusters
  Score: Raw -1692018.699115 + Penalty 4619.241656 = -1687399.457459
  nChanged 464
		SP:Iteration 10Q (5543.110000 sec): 3 clusters
  Score: Raw -1692405.726753 + Penalty 4619.241656 = -1687786.485097
  nChanged 368
		SP:Iteration 11Q (5543.150000 sec): 3 clusters
  Score: Raw -1692751.668283 + Penalty 4619.241656 = -1688132.426628
  nChanged 229
		SP:Iteration 12Q (5543.180000 sec): 3 clusters
  Score: Raw -1692967.438566 + Penalty 4619.241656 = -1688348.196911
  nChanged 142
		SP:Iteration 13Q (5543.220000 sec): 3 clusters
  Score: Raw -1693103.180334 + Penalty 4619.241656 = -1688483.938678
  nChanged 101
		SP:Iteration 14Q (5543.250000 sec): 3 clusters
  Score: Raw -1693203.157356 + Penalty 4619.241656 = -1688583.915701
  nChanged 68
		SP:Iteration 15Q (5543.280000 sec): 3 clusters
  Score: Raw -1693274.838453 + Penalty 4619.241656 = -1688655.596797
  nChanged 49
		SP:Iteration 16Q (5543.320000 sec): 3 clusters
  Score: Raw -1693326.419492 + Penalty 4619.241656 = -1688707.177836
  nChanged 29
		SP:Iteration 17Q (5543.350000 sec): 3 clusters
  Score: Raw -1693358.925087 + Penalty 4619.241656 = -1688739.683431
  nChanged 21
		SP:Iteration 18Q (5543.380000 sec): 3 clusters
  Score: Raw -1693381.256705 + Penalty 4619.241656 = -1688762.015050
  nChanged 16
		SP:Iteration 19Q (5543.410000 sec): 3 clusters
  Score: Raw -1693397.601618 + Penalty 4619.241656 = -1688778.359963
  nChanged 13
		SP:Iteration 20F (5543.440000 sec): 3 clusters
  Score: Raw -1693411.646101 + Penalty 4619.241656 = -1688792.404446
  nChanged 9
		SP:Iteration 21Q (5543.480000 sec): 3 clusters
  Score: Raw -1693419.303474 + Penalty 4619.241656 = -1688800.061819
  nChanged 7
		SP:Iteration 22Q (5543.500000 sec): 3 clusters
  Score: Raw -1693426.522283 + Penalty 4619.241656 = -1688807.280628
  nChanged 2
		SP:Iteration 23Q (5543.530000 sec): 3 clusters
  Score: Raw -1693429.190944 + Penalty 4619.241656 = -1688809.949288
  nChanged 3
		SP:Iteration 24Q (5543.560000 sec): 3 clusters
  Score: Raw -1693432.858161 + Penalty 4619.241656 = -1688813.616506
  nChanged 2
		SP:Iteration 25Q (5543.590000 sec): 3 clusters
  Score: Raw -1693433.967545 + Penalty 4619.241656 = -1688814.725890
  nChanged 2
		SP:Iteration 26Q (5543.620000 sec): 3 clusters
  Score: Raw -1693437.185638 + Penalty 4619.241656 = -1688817.943982
  nChanged 7
		SP:Iteration 27Q (5543.650000 sec): 3 clusters
  Score: Raw -1693444.976254 + Penalty 4619.241656 = -1688825.734599
  nChanged 5
		SP:Iteration 28Q (5543.680000 sec): 3 clusters
  Score: Raw -1693451.412933 + Penalty 4619.241656 = -1688832.171277
  nChanged 3
		SP:Iteration 29Q (5543.710000 sec): 3 clusters
  Score: Raw -1693453.768815 + Penalty 4619.241656 = -1688834.527159
  nChanged 0
		SP:Iteration 30F (5543.750000 sec): 3 clusters
  Score: Raw -1693453.768815 + Penalty 4619.241656 = -1688834.527159
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5543.800000 sec): 2 clusters
  Score: Raw -1984426.700428 + Penalty 2369.497749 = -1982057.202679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5543.840000 sec): 3 clusters
  Score: Raw -1976495.242192 + Penalty 4738.995498 = -1971756.246694
  nChanged 6084
		SP:Iteration 1F (5543.900000 sec): 3 clusters
  Score: Raw -1979853.407802 + Penalty 4738.995498 = -1975114.412304
  nChanged 853
		SP:Iteration 2F (5543.950000 sec): 3 clusters
  Score: Raw -1980214.307647 + Penalty 4738.995498 = -1975475.312149
  nChanged 685
		SP:Iteration 3Q (5544.000000 sec): 3 clusters
  Score: Raw -1980502.591724 + Penalty 4738.995498 = -1975763.596226
  nChanged 574
		SP:Iteration 4Q (5544.050000 sec): 3 clusters
  Score: Raw -1980736.409759 + Penalty 4738.995498 = -1975997.414262
  nChanged 524
		SP:Iteration 5Q (5544.110000 sec): 3 clusters
  Score: Raw -1980946.579520 + Penalty 4738.995498 = -1976207.584022
  nChanged 476
		SP:Iteration 6Q (5544.160000 sec): 3 clusters
  Score: Raw -1981131.520639 + Penalty 4738.995498 = -1976392.525141
  nChanged 450
		SP:Iteration 7Q (5544.210000 sec): 3 clusters
  Score: Raw -1981306.153022 + Penalty 4738.995498 = -1976567.157524
  nChanged 402
		SP:Iteration 8Q (5544.260000 sec): 3 clusters
  Score: Raw -1981461.991033 + Penalty 4738.995498 = -1976722.995535
  nChanged 415
		SP:Iteration 9Q (5544.310000 sec): 3 clusters
  Score: Raw -1981633.019372 + Penalty 4738.995498 = -1976894.023874
  nChanged 419
		SP:Iteration 10Q (5544.360000 sec): 3 clusters
  Score: Raw -1981825.966162 + Penalty 4738.995498 = -1977086.970664
  nChanged 421
		SP:Iteration 11Q (5544.410000 sec): 3 clusters
  Score: Raw -1982045.665238 + Penalty 4738.995498 = -1977306.669740
  nChanged 473
		SP:Iteration 12Q (5544.460000 sec): 3 clusters
  Score: Raw -1982303.496335 + Penalty 4738.995498 = -1977564.500837
  nChanged 504
		SP:Iteration 13Q (5544.510000 sec): 3 clusters
  Score: Raw -1982619.036601 + Penalty 4738.995498 = -1977880.041103
  nChanged 530
		SP:Iteration 14Q (5544.560000 sec): 3 clusters
  Score: Raw -1982955.110357 + Penalty 4738.995498 = -1978216.114859
  nChanged 502
		SP:Iteration 15Q (5544.610000 sec): 3 clusters
  Score: Raw -1983307.786392 + Penalty 4738.995498 = -1978568.790894
  nChanged 463
		SP:Iteration 16Q (5544.650000 sec): 3 clusters
  Score: Raw -1983658.293623 + Penalty 4738.995498 = -1978919.298125
  nChanged 398
		SP:Iteration 17Q (5544.700000 sec): 3 clusters
  Score: Raw -1983985.446179 + Penalty 4738.995498 = -1979246.450681
  nChanged 328
		SP:Iteration 18Q (5544.740000 sec): 3 clusters
  Score: Raw -1984270.792027 + Penalty 4738.995498 = -1979531.796529
  nChanged 216
		SP:Iteration 19Q (5544.790000 sec): 3 clusters
  Score: Raw -1984473.929939 + Penalty 4738.995498 = -1979734.934441
  nChanged 163
		SP:Iteration 20F (5544.830000 sec): 3 clusters
  Score: Raw -1984632.947635 + Penalty 4738.995498 = -1979893.952137
  nChanged 116
		SP:Iteration 21Q (5544.880000 sec): 3 clusters
  Score: Raw -1984729.190461 + Penalty 4738.995498 = -1979990.194963
  nChanged 85
		SP:Iteration 22Q (5544.920000 sec): 3 clusters
  Score: Raw -1984791.703996 + Penalty 4738.995498 = -1980052.708498
  nChanged 62
		SP:Iteration 23Q (5544.960000 sec): 3 clusters
  Score: Raw -1984839.578544 + Penalty 4738.995498 = -1980100.583046
  nChanged 56
		SP:Iteration 24Q (5545.000000 sec): 3 clusters
  Score: Raw -1984876.040279 + Penalty 4738.995498 = -1980137.044781
  nChanged 49
		SP:Iteration 25Q (5545.030000 sec): 3 clusters
  Score: Raw -1984909.021256 + Penalty 4738.995498 = -1980170.025758
  nChanged 42
		SP:Iteration 26Q (5545.070000 sec): 3 clusters
  Score: Raw -1984940.033009 + Penalty 4738.995498 = -1980201.037511
  nChanged 39
		SP:Iteration 27Q (5545.110000 sec): 3 clusters
  Score: Raw -1984964.711109 + Penalty 4738.995498 = -1980225.715612
  nChanged 24
		SP:Iteration 28Q (5545.150000 sec): 3 clusters
  Score: Raw -1984979.687888 + Penalty 4738.995498 = -1980240.692390
  nChanged 18
		SP:Iteration 29Q (5545.190000 sec): 3 clusters
  Score: Raw -1984986.853934 + Penalty 4738.995498 = -1980247.858437
  nChanged 11
		SP:Iteration 30Q (5545.230000 sec): 3 clusters
  Score: Raw -1984991.269351 + Penalty 4738.995498 = -1980252.273853
  nChanged 8
		SP:Iteration 31Q (5545.270000 sec): 3 clusters
  Score: Raw -1984995.097352 + Penalty 4738.995498 = -1980256.101855
  nChanged 6
		SP:Iteration 32Q (5545.310000 sec): 3 clusters
  Score: Raw -1984998.642592 + Penalty 4738.995498 = -1980259.647094
  nChanged 8
		SP:Iteration 33Q (5545.350000 sec): 3 clusters
  Score: Raw -1985005.712385 + Penalty 4738.995498 = -1980266.716887
  nChanged 13
		SP:Iteration 34Q (5545.380000 sec): 3 clusters
  Score: Raw -1985012.991390 + Penalty 4738.995498 = -1980273.995893
  nChanged 10
		SP:Iteration 35Q (5545.420000 sec): 3 clusters
  Score: Raw -1985018.608799 + Penalty 4738.995498 = -1980279.613301
  nChanged 19
		SP:Iteration 36Q (5545.460000 sec): 3 clusters
  Score: Raw -1985026.969803 + Penalty 4738.995498 = -1980287.974305
  nChanged 17
		SP:Iteration 37Q (5545.500000 sec): 3 clusters
  Score: Raw -1985036.006180 + Penalty 4738.995498 = -1980297.010682
  nChanged 13
		SP:Iteration 38Q (5545.540000 sec): 3 clusters
  Score: Raw -1985042.902639 + Penalty 4738.995498 = -1980303.907141
  nChanged 16
		SP:Iteration 39Q (5545.570000 sec): 3 clusters
  Score: Raw -1985051.537759 + Penalty 4738.995498 = -1980312.542261
  nChanged 11
		SP:Iteration 40F (5545.630000 sec): 3 clusters
  Score: Raw -1985058.423616 + Penalty 4738.995498 = -1980319.428118
  nChanged 10
		SP:Iteration 41Q (5545.660000 sec): 3 clusters
  Score: Raw -1985064.594263 + Penalty 4738.995498 = -1980325.598765
  nChanged 10
		SP:Iteration 42Q (5545.700000 sec): 3 clusters
  Score: Raw -1985070.632678 + Penalty 4738.995498 = -1980331.637180
  nChanged 8
		SP:Iteration 43Q (5545.740000 sec): 3 clusters
  Score: Raw -1985074.659307 + Penalty 4738.995498 = -1980335.663809
  nChanged 8
		SP:Iteration 44Q (5545.780000 sec): 3 clusters
  Score: Raw -1985080.438892 + Penalty 4738.995498 = -1980341.443394
  nChanged 13
		SP:Iteration 45Q (5545.810000 sec): 3 clusters
  Score: Raw -1985087.419591 + Penalty 4738.995498 = -1980348.424094
  nChanged 13
		SP:Iteration 46Q (5545.850000 sec): 3 clusters
  Score: Raw -1985094.992717 + Penalty 4738.995498 = -1980355.997219
  nChanged 14
		SP:Iteration 47Q (5545.890000 sec): 3 clusters
  Score: Raw -1985101.336959 + Penalty 4738.995498 = -1980362.341461
  nChanged 7
		SP:Iteration 48Q (5545.930000 sec): 3 clusters
  Score: Raw -1985105.086097 + Penalty 4738.995498 = -1980366.090599
  nChanged 12
		SP:Iteration 49Q (5545.970000 sec): 3 clusters
  Score: Raw -1985112.011181 + Penalty 4738.995498 = -1980373.015683
  nChanged 8
		SP:Iteration 50Q (5546.010000 sec): 3 clusters
  Score: Raw -1985114.847095 + Penalty 4738.995498 = -1980375.851597
  nChanged 4
		SP:Iteration 51Q (5546.050000 sec): 3 clusters
  Score: Raw -1985115.992586 + Penalty 4738.995498 = -1980376.997088
  nChanged 5
		SP:Iteration 52Q (5546.080000 sec): 3 clusters
  Score: Raw -1985118.508561 + Penalty 4738.995498 = -1980379.513063
  nChanged 6
		SP:Iteration 53Q (5546.120000 sec): 3 clusters
  Score: Raw -1985121.154598 + Penalty 4738.995498 = -1980382.159100
  nChanged 4
		SP:Iteration 54Q (5546.160000 sec): 3 clusters
  Score: Raw -1985122.734000 + Penalty 4738.995498 = -1980383.738502
  nChanged 2
		SP:Iteration 55Q (5546.200000 sec): 3 clusters
  Score: Raw -1985123.542023 + Penalty 4738.995498 = -1980384.546525
  nChanged 0
		SP:Iteration 56F (5546.250000 sec): 3 clusters
  Score: Raw -1985123.542023 + Penalty 4738.995498 = -1980384.546525
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5546.250000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5546.260000 sec): 3 clusters
  Score: Raw -73225.138210 + Penalty 3074.445443 = -70150.692767
  nChanged 82
		SP:Iteration 1F (5546.260000 sec): 3 clusters
  Score: Raw -73359.440636 + Penalty 3074.445443 = -70284.995193
  nChanged 21
		SP:Iteration 2Q (5546.260000 sec): 3 clusters
  Score: Raw -73395.969574 + Penalty 3074.445443 = -70321.524131
  nChanged 5
		SP:Iteration 3Q (5546.260000 sec): 3 clusters
  Score: Raw -73412.864363 + Penalty 3074.445443 = -70338.418920
  nChanged 4
		SP:Iteration 4Q (5546.260000 sec): 3 clusters
  Score: Raw -73425.870283 + Penalty 3074.445443 = -70351.424840
  nChanged 5
		SP:Iteration 5Q (5546.270000 sec): 3 clusters
  Score: Raw -73435.493311 + Penalty 3074.445443 = -70361.047867
  nChanged 3
		SP:Iteration 6Q (5546.270000 sec): 3 clusters
  Score: Raw -73444.805060 + Penalty 3074.445443 = -70370.359617
  nChanged 5
		SP:Iteration 7Q (5546.270000 sec): 3 clusters
  Score: Raw -73458.671470 + Penalty 3074.445443 = -70384.226026
  nChanged 1
		SP:Iteration 8Q (5546.270000 sec): 3 clusters
  Score: Raw -73459.458087 + Penalty 3074.445443 = -70385.012644
  nChanged 0
		SP:Iteration 9F (5546.270000 sec): 3 clusters
  Score: Raw -73459.458087 + Penalty 3074.445443 = -70385.012644
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5546.280000 sec): 2 clusters
  Score: Raw -310878.010205 + Penalty 1906.509614 = -308971.500591
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5546.290000 sec): 3 clusters
  Score: Raw -310001.729150 + Penalty 3813.019228 = -306188.709922
  nChanged 702
		SP:Iteration 1F (5546.300000 sec): 3 clusters
  Score: Raw -310493.810873 + Penalty 3813.019228 = -306680.791645
  nChanged 176
		SP:Iteration 2F (5546.310000 sec): 3 clusters
  Score: Raw -310637.990836 + Penalty 3813.019228 = -306824.971608
  nChanged 102
		SP:Iteration 3Q (5546.310000 sec): 3 clusters
  Score: Raw -310717.091902 + Penalty 3813.019228 = -306904.072674
  nChanged 64
		SP:Iteration 4Q (5546.320000 sec): 3 clusters
  Score: Raw -310758.424818 + Penalty 3813.019228 = -306945.405590
  nChanged 38
		SP:Iteration 5Q (5546.330000 sec): 3 clusters
  Score: Raw -310786.737287 + Penalty 3813.019228 = -306973.718059
  nChanged 19
		SP:Iteration 6Q (5546.340000 sec): 3 clusters
  Score: Raw -310802.973957 + Penalty 3813.019228 = -306989.954729
  nChanged 19
		SP:Iteration 7Q (5546.350000 sec): 3 clusters
  Score: Raw -310813.981025 + Penalty 3813.019228 = -307000.961797
  nChanged 10
		SP:Iteration 8Q (5546.350000 sec): 3 clusters
  Score: Raw -310821.664400 + Penalty 3813.019228 = -307008.645172
  nChanged 11
		SP:Iteration 9Q (5546.360000 sec): 3 clusters
  Score: Raw -310829.752720 + Penalty 3813.019228 = -307016.733492
  nChanged 11
		SP:Iteration 10Q (5546.370000 sec): 3 clusters
  Score: Raw -310838.064162 + Penalty 3813.019228 = -307025.044934
  nChanged 5
		SP:Iteration 11Q (5546.380000 sec): 3 clusters
  Score: Raw -310840.976494 + Penalty 3813.019228 = -307027.957266
  nChanged 6
		SP:Iteration 12Q (5546.380000 sec): 3 clusters
  Score: Raw -310846.211618 + Penalty 3813.019228 = -307033.192390
  nChanged 7
		SP:Iteration 13Q (5546.390000 sec): 3 clusters
  Score: Raw -310848.913816 + Penalty 3813.019228 = -307035.894588
  nChanged 1
		SP:Iteration 14Q (5546.400000 sec): 3 clusters
  Score: Raw -310849.320081 + Penalty 3813.019228 = -307036.300853
  nChanged 4
		SP:Iteration 15Q (5546.410000 sec): 3 clusters
  Score: Raw -310850.624388 + Penalty 3813.019228 = -307037.605160
  nChanged 6
		SP:Iteration 16Q (5546.410000 sec): 3 clusters
  Score: Raw -310853.468260 + Penalty 3813.019228 = -307040.449032
  nChanged 2
		SP:Iteration 17Q (5546.420000 sec): 3 clusters
  Score: Raw -310855.146776 + Penalty 3813.019228 = -307042.127548
  nChanged 2
		SP:Iteration 18Q (5546.430000 sec): 3 clusters
  Score: Raw -310855.966529 + Penalty 3813.019228 = -307042.947301
  nChanged 1
		SP:Iteration 19Q (5546.440000 sec): 3 clusters
  Score: Raw -310856.287915 + Penalty 3813.019228 = -307043.268687
  nChanged 0
		SP:Iteration 20F (5546.450000 sec): 3 clusters
  Score: Raw -310856.287915 + Penalty 3813.019228 = -307043.268687
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31637 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5546.550000 sec): 2 clusters
  Score: Raw -4620785.613031 + Penalty 2569.796485 = -4618215.816546
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5546.670000 sec): 3 clusters
  Score: Raw -4601631.757045 + Penalty 5139.592970 = -4596492.164075
  nChanged 14336
		SP:Iteration 1F (5546.780000 sec): 3 clusters
  Score: Raw -4609687.371999 + Penalty 5139.592970 = -4604547.779029
  nChanged 1525
		SP:Iteration 2Q (5546.890000 sec): 3 clusters
  Score: Raw -4610314.112355 + Penalty 5139.592970 = -4605174.519385
  nChanged 1518
		SP:Iteration 3Q (5547.010000 sec): 3 clusters
  Score: Raw -4611073.126864 + Penalty 5139.592970 = -4605933.533894
  nChanged 1556
		SP:Iteration 4Q (5547.130000 sec): 3 clusters
  Score: Raw -4612012.854284 + Penalty 5139.592970 = -4606873.261314
  nChanged 1586
		SP:Iteration 5F (5547.250000 sec): 3 clusters
  Score: Raw -4613083.022699 + Penalty 5139.592970 = -4607943.429729
  nChanged 1635
		SP:Iteration 6F (5547.370000 sec): 3 clusters
  Score: Raw -4614184.061441 + Penalty 5139.592970 = -4609044.468471
  nChanged 1596
		SP:Iteration 7F (5547.480000 sec): 3 clusters
  Score: Raw -4615261.987779 + Penalty 5139.592970 = -4610122.394809
  nChanged 1524
		SP:Iteration 8Q (5547.600000 sec): 3 clusters
  Score: Raw -4616306.277800 + Penalty 5139.592970 = -4611166.684830
  nChanged 1394
		SP:Iteration 9Q (5547.710000 sec): 3 clusters
  Score: Raw -4617277.764328 + Penalty 5139.592970 = -4612138.171358
  nChanged 1244
		SP:Iteration 10Q (5547.820000 sec): 3 clusters
  Score: Raw -4618089.832348 + Penalty 5139.592970 = -4612950.239378
  nChanged 1063
		SP:Iteration 11Q (5547.930000 sec): 3 clusters
  Score: Raw -4618766.739980 + Penalty 5139.592970 = -4613627.147010
  nChanged 918
		SP:Iteration 12Q (5548.030000 sec): 3 clusters
  Score: Raw -4619328.114949 + Penalty 5139.592970 = -4614188.521979
  nChanged 724
		SP:Iteration 13Q (5548.130000 sec): 3 clusters
  Score: Raw -4619759.733603 + Penalty 5139.592970 = -4614620.140633
  nChanged 544
		SP:Iteration 14Q (5548.230000 sec): 3 clusters
  Score: Raw -4620072.534919 + Penalty 5139.592970 = -4614932.941949
  nChanged 435
		SP:Iteration 15Q (5548.320000 sec): 3 clusters
  Score: Raw -4620333.424824 + Penalty 5139.592970 = -4615193.831854
  nChanged 334
		SP:Iteration 16Q (5548.410000 sec): 3 clusters
  Score: Raw -4620515.879741 + Penalty 5139.592970 = -4615376.286771
  nChanged 269
		SP:Iteration 17Q (5548.510000 sec): 3 clusters
  Score: Raw -4620670.610995 + Penalty 5139.592970 = -4615531.018025
  nChanged 198
		SP:Iteration 18Q (5548.590000 sec): 3 clusters
  Score: Raw -4620781.669917 + Penalty 5139.592970 = -4615642.076947
  nChanged 133
		SP:Iteration 19Q (5548.680000 sec): 3 clusters
  Score: Raw -4620858.617194 + Penalty 5139.592970 = -4615719.024224
  nChanged 114
		SP:Iteration 20F (5548.800000 sec): 3 clusters
  Score: Raw -4620920.176782 + Penalty 5139.592970 = -4615780.583812
  nChanged 86
		SP:Iteration 21Q (5548.890000 sec): 3 clusters
  Score: Raw -4620963.106801 + Penalty 5139.592970 = -4615823.513831
  nChanged 63
		SP:Iteration 22Q (5548.970000 sec): 3 clusters
  Score: Raw -4620993.555260 + Penalty 5139.592970 = -4615853.962290
  nChanged 53
		SP:Iteration 23Q (5549.050000 sec): 3 clusters
  Score: Raw -4621021.938198 + Penalty 5139.592970 = -4615882.345228
  nChanged 46
		SP:Iteration 24Q (5549.140000 sec): 3 clusters
  Score: Raw -4621044.788922 + Penalty 5139.592970 = -4615905.195952
  nChanged 31
		SP:Iteration 25Q (5549.230000 sec): 3 clusters
  Score: Raw -4621062.051547 + Penalty 5139.592970 = -4615922.458577
  nChanged 33
		SP:Iteration 26Q (5549.310000 sec): 3 clusters
  Score: Raw -4621083.202725 + Penalty 5139.592970 = -4615943.609755
  nChanged 25
		SP:Iteration 27Q (5549.390000 sec): 3 clusters
  Score: Raw -4621096.951580 + Penalty 5139.592970 = -4615957.358610
  nChanged 24
		SP:Iteration 28Q (5549.480000 sec): 3 clusters
  Score: Raw -4621108.884738 + Penalty 5139.592970 = -4615969.291768
  nChanged 20
		SP:Iteration 29Q (5549.560000 sec): 3 clusters
  Score: Raw -4621119.612669 + Penalty 5139.592970 = -4615980.019699
  nChanged 16
		SP:Iteration 30Q (5549.650000 sec): 3 clusters
  Score: Raw -4621126.421774 + Penalty 5139.592970 = -4615986.828804
  nChanged 9
		SP:Iteration 31Q (5549.730000 sec): 3 clusters
  Score: Raw -4621130.284014 + Penalty 5139.592970 = -4615990.691044
  nChanged 6
		SP:Iteration 32Q (5549.820000 sec): 3 clusters
  Score: Raw -4621133.295787 + Penalty 5139.592970 = -4615993.702817
  nChanged 5
		SP:Iteration 33Q (5549.900000 sec): 3 clusters
  Score: Raw -4621135.095754 + Penalty 5139.592970 = -4615995.502784
  nChanged 5
		SP:Iteration 34Q (5549.990000 sec): 3 clusters
  Score: Raw -4621138.267009 + Penalty 5139.592970 = -4615998.674039
  nChanged 5
		SP:Iteration 35Q (5550.070000 sec): 3 clusters
  Score: Raw -4621140.822779 + Penalty 5139.592970 = -4616001.229809
  nChanged 9
		SP:Iteration 36Q (5550.150000 sec): 3 clusters
  Score: Raw -4621145.394465 + Penalty 5139.592970 = -4616005.801495
  nChanged 10
		SP:Iteration 37Q (5550.230000 sec): 3 clusters
  Score: Raw -4621151.926833 + Penalty 5139.592970 = -4616012.333863
  nChanged 6
		SP:Iteration 38Q (5550.310000 sec): 3 clusters
  Score: Raw -4621154.498169 + Penalty 5139.592970 = -4616014.905199
  nChanged 4
		SP:Iteration 39Q (5550.400000 sec): 3 clusters
  Score: Raw -4621156.420821 + Penalty 5139.592970 = -4616016.827852
  nChanged 4
		SP:Iteration 40F (5550.510000 sec): 3 clusters
  Score: Raw -4621158.747278 + Penalty 5139.592970 = -4616019.154308
  nChanged 4
		SP:Iteration 41Q (5550.590000 sec): 3 clusters
  Score: Raw -4621160.990703 + Penalty 5139.592970 = -4616021.397733
  nChanged 2
		SP:Iteration 42Q (5550.670000 sec): 3 clusters
  Score: Raw -4621161.811909 + Penalty 5139.592970 = -4616022.218939
  nChanged 2
		SP:Iteration 43Q (5550.760000 sec): 3 clusters
  Score: Raw -4621162.463548 + Penalty 5139.592970 = -4616022.870578
  nChanged 2
		SP:Iteration 44Q (5550.840000 sec): 3 clusters
  Score: Raw -4621163.786195 + Penalty 5139.592970 = -4616024.193225
  nChanged 3
		SP:Iteration 45Q (5550.920000 sec): 3 clusters
  Score: Raw -4621166.043374 + Penalty 5139.592970 = -4616026.450404
  nChanged 4
		SP:Iteration 46Q (5551.000000 sec): 3 clusters
  Score: Raw -4621169.607377 + Penalty 5139.592970 = -4616030.014407
  nChanged 8
		SP:Iteration 47Q (5551.090000 sec): 3 clusters
  Score: Raw -4621174.936497 + Penalty 5139.592970 = -4616035.343527
  nChanged 9
		SP:Iteration 48Q (5551.170000 sec): 3 clusters
  Score: Raw -4621179.715316 + Penalty 5139.592970 = -4616040.122346
  nChanged 8
		SP:Iteration 49Q (5551.250000 sec): 3 clusters
  Score: Raw -4621185.398599 + Penalty 5139.592970 = -4616045.805629
  nChanged 4
		SP:Iteration 50Q (5551.330000 sec): 3 clusters
  Score: Raw -4621187.204871 + Penalty 5139.592970 = -4616047.611901
  nChanged 1
		SP:Iteration 51Q (5551.410000 sec): 3 clusters
  Score: Raw -4621187.471200 + Penalty 5139.592970 = -4616047.878230
  nChanged 0
		SP:Iteration 52F (5551.530000 sec): 3 clusters
  Score: Raw -4621187.471200 + Penalty 5139.592970 = -4616047.878230
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5551.840000 sec): 2 clusters
  Score: Raw -14347520.959619 + Penalty 2851.907604 = -14344669.052014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5552.210000 sec): 3 clusters
  Score: Raw -14284340.021313 + Penalty 5703.815209 = -14278636.206104
  nChanged 46367
		SP:Iteration 1F (5552.570000 sec): 3 clusters
  Score: Raw -14310997.680260 + Penalty 5703.815209 = -14305293.865051
  nChanged 3866
		SP:Iteration 2Q (5552.940000 sec): 3 clusters
  Score: Raw -14312298.155703 + Penalty 5703.815209 = -14306594.340494
  nChanged 4894
		SP:Iteration 3Q (5553.310000 sec): 3 clusters
  Score: Raw -14314625.447168 + Penalty 5703.815209 = -14308921.631959
  nChanged 6690
		SP:Iteration 4F (5553.680000 sec): 3 clusters
  Score: Raw -14318981.293255 + Penalty 5703.815209 = -14313277.478046
  nChanged 8586
		SP:Iteration 5F (5554.040000 sec): 3 clusters
  Score: Raw -14326094.534902 + Penalty 5703.815209 = -14320390.719694
  nChanged 9045
		SP:Iteration 6F (5554.400000 sec): 3 clusters
  Score: Raw -14334883.700431 + Penalty 5703.815209 = -14329179.885222
  nChanged 7082
		SP:Iteration 7F (5554.760000 sec): 3 clusters
  Score: Raw -14342079.653691 + Penalty 5703.815209 = -14336375.838483
  nChanged 3726
		SP:Iteration 8Q (5555.110000 sec): 3 clusters
  Score: Raw -14345655.730070 + Penalty 5703.815209 = -14339951.914861
  nChanged 1487
		SP:Iteration 9Q (5555.420000 sec): 3 clusters
  Score: Raw -14346990.711775 + Penalty 5703.815209 = -14341286.896566
  nChanged 527
		SP:Iteration 10Q (5555.700000 sec): 3 clusters
  Score: Raw -14347498.529814 + Penalty 5703.815209 = -14341794.714606
  nChanged 210
		SP:Iteration 11Q (5555.970000 sec): 3 clusters
  Score: Raw -14347714.212635 + Penalty 5703.815209 = -14342010.397426
  nChanged 84
		SP:Iteration 12Q (5556.230000 sec): 3 clusters
  Score: Raw -14347811.050082 + Penalty 5703.815209 = -14342107.234873
  nChanged 45
		SP:Iteration 13Q (5556.490000 sec): 3 clusters
  Score: Raw -14347857.876653 + Penalty 5703.815209 = -14342154.061445
  nChanged 24
		SP:Iteration 14Q (5556.740000 sec): 3 clusters
  Score: Raw -14347883.320466 + Penalty 5703.815209 = -14342179.505257
  nChanged 18
		SP:Iteration 15Q (5556.990000 sec): 3 clusters
  Score: Raw -14347910.210923 + Penalty 5703.815209 = -14342206.395714
  nChanged 21
		SP:Iteration 16Q (5557.250000 sec): 3 clusters
  Score: Raw -14347946.727135 + Penalty 5703.815209 = -14342242.911926
  nChanged 17
		SP:Iteration 17Q (5557.500000 sec): 3 clusters
  Score: Raw -14347967.788502 + Penalty 5703.815209 = -14342263.973293
  nChanged 10
		SP:Iteration 18Q (5557.750000 sec): 3 clusters
  Score: Raw -14347980.419327 + Penalty 5703.815209 = -14342276.604118
  nChanged 9
		SP:Iteration 19Q (5558.000000 sec): 3 clusters
  Score: Raw -14347989.375728 + Penalty 5703.815209 = -14342285.560519
  nChanged 5
		SP:Iteration 20F (5558.360000 sec): 3 clusters
  Score: Raw -14347996.073239 + Penalty 5703.815209 = -14342292.258030
  nChanged 3
		SP:Iteration 21Q (5558.610000 sec): 3 clusters
  Score: Raw -14348000.405359 + Penalty 5703.815209 = -14342296.590150
  nChanged 2
		SP:Iteration 22Q (5558.860000 sec): 3 clusters
  Score: Raw -14348002.118232 + Penalty 5703.815209 = -14342298.303023
  nChanged 0
		SP:Iteration 23F (5559.220000 sec): 3 clusters
  Score: Raw -14348002.118232 + Penalty 5703.815209 = -14342298.303023
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (35708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5559.350000 sec): 2 clusters
  Score: Raw -5539356.140882 + Penalty 2599.816248 = -5536756.324634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5559.480000 sec): 3 clusters
  Score: Raw -5517622.802923 + Penalty 5199.632496 = -5512423.170427
  nChanged 16177
		SP:Iteration 1F (5559.610000 sec): 3 clusters
  Score: Raw -5526432.788781 + Penalty 5199.632496 = -5521233.156285
  nChanged 1534
		SP:Iteration 2Q (5559.740000 sec): 3 clusters
  Score: Raw -5526900.937256 + Penalty 5199.632496 = -5521701.304760
  nChanged 1450
		SP:Iteration 3Q (5559.880000 sec): 3 clusters
  Score: Raw -5527350.230815 + Penalty 5199.632496 = -5522150.598319
  nChanged 1365
		SP:Iteration 4Q (5560.010000 sec): 3 clusters
  Score: Raw -5527784.352674 + Penalty 5199.632496 = -5522584.720178
  nChanged 1351
		SP:Iteration 5Q (5560.140000 sec): 3 clusters
  Score: Raw -5528263.556693 + Penalty 5199.632496 = -5523063.924197
  nChanged 1439
		SP:Iteration 6Q (5560.270000 sec): 3 clusters
  Score: Raw -5528878.608415 + Penalty 5199.632496 = -5523678.975919
  nChanged 1623
		SP:Iteration 7Q (5560.400000 sec): 3 clusters
  Score: Raw -5529699.307503 + Penalty 5199.632496 = -5524499.675007
  nChanged 1867
		SP:Iteration 8F (5560.530000 sec): 3 clusters
  Score: Raw -5530808.179337 + Penalty 5199.632496 = -5525608.546841
  nChanged 2230
		SP:Iteration 9F (5560.660000 sec): 3 clusters
  Score: Raw -5532371.116441 + Penalty 5199.632496 = -5527171.483945
  nChanged 2368
		SP:Iteration 10F (5560.790000 sec): 3 clusters
  Score: Raw -5534234.583129 + Penalty 5199.632496 = -5529034.950633
  nChanged 2212
		SP:Iteration 11F (5560.920000 sec): 3 clusters
  Score: Raw -5536113.890914 + Penalty 5199.632496 = -5530914.258418
  nChanged 1758
		SP:Iteration 12Q (5561.040000 sec): 3 clusters
  Score: Raw -5537689.564418 + Penalty 5199.632496 = -5532489.931922
  nChanged 1071
		SP:Iteration 13Q (5561.150000 sec): 3 clusters
  Score: Raw -5538663.195372 + Penalty 5199.632496 = -5533463.562876
  nChanged 561
		SP:Iteration 14Q (5561.260000 sec): 3 clusters
  Score: Raw -5539193.443902 + Penalty 5199.632496 = -5533993.811406
  nChanged 213
		SP:Iteration 15Q (5561.350000 sec): 3 clusters
  Score: Raw -5539397.284663 + Penalty 5199.632496 = -5534197.652167
  nChanged 95
		SP:Iteration 16Q (5561.450000 sec): 3 clusters
  Score: Raw -5539500.209007 + Penalty 5199.632496 = -5534300.576511
  nChanged 45
		SP:Iteration 17Q (5561.540000 sec): 3 clusters
  Score: Raw -5539550.232585 + Penalty 5199.632496 = -5534350.600089
  nChanged 20
		SP:Iteration 18Q (5561.630000 sec): 3 clusters
  Score: Raw -5539572.586162 + Penalty 5199.632496 = -5534372.953666
  nChanged 14
		SP:Iteration 19Q (5561.720000 sec): 3 clusters
  Score: Raw -5539586.174396 + Penalty 5199.632496 = -5534386.541900
  nChanged 9
		SP:Iteration 20F (5561.850000 sec): 3 clusters
  Score: Raw -5539594.961057 + Penalty 5199.632496 = -5534395.328561
  nChanged 7
		SP:Iteration 21Q (5561.940000 sec): 3 clusters
  Score: Raw -5539601.924693 + Penalty 5199.632496 = -5534402.292197
  nChanged 2
		SP:Iteration 22Q (5562.030000 sec): 3 clusters
  Score: Raw -5539604.557863 + Penalty 5199.632496 = -5534404.925367
  nChanged 3
		SP:Iteration 23Q (5562.120000 sec): 3 clusters
  Score: Raw -5539610.479934 + Penalty 5199.632496 = -5534410.847438
  nChanged 1
		SP:Iteration 24Q (5562.210000 sec): 3 clusters
  Score: Raw -5539611.282139 + Penalty 5199.632496 = -5534411.649643
  nChanged 1
		SP:Iteration 25Q (5562.300000 sec): 3 clusters
  Score: Raw -5539612.134669 + Penalty 5199.632496 = -5534412.502173
  nChanged 0
		SP:Iteration 26F (5562.430000 sec): 3 clusters
  Score: Raw -5539612.134669 + Penalty 5199.632496 = -5534412.502173
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5562.750000 sec): 2 clusters
  Score: Raw -14576585.958374 + Penalty 2851.900065 = -14573734.058309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5563.110000 sec): 3 clusters
  Score: Raw -14513267.021653 + Penalty 5703.800129 = -14507563.221524
  nChanged 46753
		SP:Iteration 1F (5563.480000 sec): 3 clusters
  Score: Raw -14539365.165180 + Penalty 5703.800129 = -14533661.365051
  nChanged 2940
		SP:Iteration 2Q (5563.850000 sec): 3 clusters
  Score: Raw -14539950.407804 + Penalty 5703.800129 = -14534246.607675
  nChanged 2805
		SP:Iteration 3Q (5564.230000 sec): 3 clusters
  Score: Raw -14540520.958258 + Penalty 5703.800129 = -14534817.158129
  nChanged 2808
		SP:Iteration 4Q (5564.600000 sec): 3 clusters
  Score: Raw -14541105.276710 + Penalty 5703.800129 = -14535401.476581
  nChanged 2862
		SP:Iteration 5Q (5564.970000 sec): 3 clusters
  Score: Raw -14541729.644260 + Penalty 5703.800129 = -14536025.844131
  nChanged 2962
		SP:Iteration 6Q (5565.340000 sec): 3 clusters
  Score: Raw -14542475.016296 + Penalty 5703.800129 = -14536771.216166
  nChanged 3373
		SP:Iteration 7Q (5565.720000 sec): 3 clusters
  Score: Raw -14543483.387310 + Penalty 5703.800129 = -14537779.587181
  nChanged 3983
		SP:Iteration 8Q (5566.090000 sec): 3 clusters
  Score: Raw -14544911.764356 + Penalty 5703.800129 = -14539207.964226
  nChanged 4687
		SP:Iteration 9Q (5566.470000 sec): 3 clusters
  Score: Raw -14546931.102712 + Penalty 5703.800129 = -14541227.302583
  nChanged 5390
		SP:Iteration 10F (5566.830000 sec): 3 clusters
  Score: Raw -14549744.771288 + Penalty 5703.800129 = -14544040.971159
  nChanged 6171
		SP:Iteration 11F (5567.200000 sec): 3 clusters
  Score: Raw -14553620.240575 + Penalty 5703.800129 = -14547916.440446
  nChanged 6561
		SP:Iteration 12F (5567.560000 sec): 3 clusters
  Score: Raw -14558308.113263 + Penalty 5703.800129 = -14552604.313133
  nChanged 6425
		SP:Iteration 13F (5567.920000 sec): 3 clusters
  Score: Raw -14563417.430685 + Penalty 5703.800129 = -14557713.630556
  nChanged 5630
		SP:Iteration 14F (5568.290000 sec): 3 clusters
  Score: Raw -14568092.583870 + Penalty 5703.800129 = -14562388.783740
  nChanged 4185
		SP:Iteration 15Q (5568.650000 sec): 3 clusters
  Score: Raw -14571650.591505 + Penalty 5703.800129 = -14565946.791375
  nChanged 2766
		SP:Iteration 16Q (5568.980000 sec): 3 clusters
  Score: Raw -14573894.291182 + Penalty 5703.800129 = -14568190.491053
  nChanged 1635
		SP:Iteration 17Q (5569.290000 sec): 3 clusters
  Score: Raw -14575183.296919 + Penalty 5703.800129 = -14569479.496789
  nChanged 973
		SP:Iteration 18Q (5569.590000 sec): 3 clusters
  Score: Raw -14575925.223854 + Penalty 5703.800129 = -14570221.423725
  nChanged 519
		SP:Iteration 19Q (5569.860000 sec): 3 clusters
  Score: Raw -14576304.798627 + Penalty 5703.800129 = -14570600.998498
  nChanged 320
		SP:Iteration 20F (5570.220000 sec): 3 clusters
  Score: Raw -14576525.322507 + Penalty 5703.800129 = -14570821.522378
  nChanged 197
		SP:Iteration 21Q (5570.480000 sec): 3 clusters
  Score: Raw -14576653.730774 + Penalty 5703.800129 = -14570949.930644
  nChanged 147
		SP:Iteration 22Q (5570.740000 sec): 3 clusters
  Score: Raw -14576753.844038 + Penalty 5703.800129 = -14571050.043908
  nChanged 104
		SP:Iteration 23Q (5571.000000 sec): 3 clusters
  Score: Raw -14576830.283573 + Penalty 5703.800129 = -14571126.483444
  nChanged 86
		SP:Iteration 24Q (5571.250000 sec): 3 clusters
  Score: Raw -14576891.368651 + Penalty 5703.800129 = -14571187.568522
  nChanged 59
		SP:Iteration 25Q (5571.510000 sec): 3 clusters
  Score: Raw -14576932.303136 + Penalty 5703.800129 = -14571228.503007
  nChanged 40
		SP:Iteration 26Q (5571.760000 sec): 3 clusters
  Score: Raw -14576958.179955 + Penalty 5703.800129 = -14571254.379826
  nChanged 27
		SP:Iteration 27Q (5572.020000 sec): 3 clusters
  Score: Raw -14576976.128894 + Penalty 5703.800129 = -14571272.328765
  nChanged 18
		SP:Iteration 28Q (5572.270000 sec): 3 clusters
  Score: Raw -14576983.951197 + Penalty 5703.800129 = -14571280.151068
  nChanged 15
		SP:Iteration 29Q (5572.520000 sec): 3 clusters
  Score: Raw -14576992.946160 + Penalty 5703.800129 = -14571289.146031
  nChanged 10
		SP:Iteration 30Q (5572.780000 sec): 3 clusters
  Score: Raw -14576999.101679 + Penalty 5703.800129 = -14571295.301550
  nChanged 13
		SP:Iteration 31Q (5573.030000 sec): 3 clusters
  Score: Raw -14577007.180669 + Penalty 5703.800129 = -14571303.380540
  nChanged 8
		SP:Iteration 32Q (5573.280000 sec): 3 clusters
  Score: Raw -14577011.265119 + Penalty 5703.800129 = -14571307.464989
  nChanged 4
		SP:Iteration 33Q (5573.530000 sec): 3 clusters
  Score: Raw -14577013.474860 + Penalty 5703.800129 = -14571309.674731
  nChanged 7
		SP:Iteration 34Q (5573.780000 sec): 3 clusters
  Score: Raw -14577016.208671 + Penalty 5703.800129 = -14571312.408542
  nChanged 6
		SP:Iteration 35Q (5574.040000 sec): 3 clusters
  Score: Raw -14577020.028401 + Penalty 5703.800129 = -14571316.228272
  nChanged 3
		SP:Iteration 36Q (5574.290000 sec): 3 clusters
  Score: Raw -14577021.768899 + Penalty 5703.800129 = -14571317.968770
  nChanged 3
		SP:Iteration 37Q (5574.540000 sec): 3 clusters
  Score: Raw -14577023.879669 + Penalty 5703.800129 = -14571320.079539
  nChanged 3
		SP:Iteration 38Q (5574.790000 sec): 3 clusters
  Score: Raw -14577025.560538 + Penalty 5703.800129 = -14571321.760408
  nChanged 1
		SP:Iteration 39Q (5575.050000 sec): 3 clusters
  Score: Raw -14577026.836228 + Penalty 5703.800129 = -14571323.036099
  nChanged 1
		SP:Iteration 40F (5575.410000 sec): 3 clusters
  Score: Raw -14577027.469007 + Penalty 5703.800129 = -14571323.668878
  nChanged 3
		SP:Iteration 41Q (5575.660000 sec): 3 clusters
  Score: Raw -14577028.904337 + Penalty 5703.800129 = -14571325.104207
  nChanged 1
		SP:Iteration 42Q (5575.910000 sec): 3 clusters
  Score: Raw -14577029.516146 + Penalty 5703.800129 = -14571325.716017
  nChanged 0
		SP:Iteration 43F (5576.270000 sec): 3 clusters
  Score: Raw -14577029.516146 + Penalty 5703.800129 = -14571325.716017
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5576.310000 sec): 2 clusters
  Score: Raw -45040.769262 + Penalty 1466.548745 = -43574.220517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5576.310000 sec): 3 clusters
  Score: Raw -45342.084219 + Penalty 2933.097491 = -42408.986728
  nChanged 84
		SP:Iteration 1F (5576.310000 sec): 3 clusters
  Score: Raw -45949.879262 + Penalty 2933.097491 = -43016.781771
  nChanged 25
		SP:Iteration 2F (5576.310000 sec): 3 clusters
  Score: Raw -46138.911610 + Penalty 2933.097491 = -43205.814119
  nChanged 14
		SP:Iteration 3Q (5576.310000 sec): 3 clusters
  Score: Raw -46261.473115 + Penalty 2933.097491 = -43328.375624
  nChanged 11
		SP:Iteration 4Q (5576.310000 sec): 3 clusters
  Score: Raw -46394.062419 + Penalty 2933.097491 = -43460.964928
  nChanged 16
		SP:Iteration 5Q (5576.310000 sec): 3 clusters
  Score: Raw -46535.684522 + Penalty 2933.097491 = -43602.587031
  nChanged 17
		SP:Iteration 6Q (5576.310000 sec): 3 clusters
  Score: Raw -46687.848271 + Penalty 2933.097491 = -43754.750780
  nChanged 16
		SP:Iteration 7Q (5576.320000 sec): 3 clusters
  Score: Raw -46968.538605 + Penalty 2933.097491 = -44035.441114
  nChanged 18
		SP:Iteration 8Q (5576.320000 sec): 3 clusters
  Score: Raw -47404.883133 + Penalty 2933.097491 = -44471.785643
  nChanged 12
		SP:Iteration 9Q (5576.320000 sec): 3 clusters
  Score: Raw -47592.057311 + Penalty 2933.097491 = -44658.959820
  nChanged 8
		SP:Iteration 10Q (5576.320000 sec): 3 clusters
  Score: Raw -47729.604431 + Penalty 2933.097491 = -44796.506940
  nChanged 4
		SP:Iteration 11Q (5576.320000 sec): 3 clusters
  Score: Raw -47753.507327 + Penalty 2933.097491 = -44820.409837
  nChanged 2
		SP:Iteration 12Q (5576.320000 sec): 3 clusters
  Score: Raw -47782.186976 + Penalty 2933.097491 = -44849.089485
  nChanged 2
		SP:Iteration 13Q (5576.320000 sec): 3 clusters
  Score: Raw -47823.576062 + Penalty 2933.097491 = -44890.478571
  nChanged 2
		SP:Iteration 14Q (5576.320000 sec): 3 clusters
  Score: Raw -47875.005616 + Penalty 2933.097491 = -44941.908126
  nChanged 0
		SP:Iteration 15F (5576.330000 sec): 3 clusters
  Score: Raw -47875.005616 + Penalty 2933.097491 = -44941.908126
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 35.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5576.500000 sec): 2 clusters
  Score: Raw -7505841.324569 + Penalty 2688.760096 = -7503152.564473
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5576.690000 sec): 3 clusters
  Score: Raw -7474082.290056 + Penalty 5377.520193 = -7468704.769863
  nChanged 23702
		SP:Iteration 1F (5576.870000 sec): 3 clusters
  Score: Raw -7487324.359048 + Penalty 5377.520193 = -7481946.838855
  nChanged 1876
		SP:Iteration 2Q (5577.070000 sec): 3 clusters
  Score: Raw -7487768.682681 + Penalty 5377.520193 = -7482391.162488
  nChanged 1705
		SP:Iteration 3Q (5577.260000 sec): 3 clusters
  Score: Raw -7488152.180893 + Penalty 5377.520193 = -7482774.660700
  nChanged 1563
		SP:Iteration 4Q (5577.450000 sec): 3 clusters
  Score: Raw -7488536.887610 + Penalty 5377.520193 = -7483159.367417
  nChanged 1676
		SP:Iteration 5Q (5577.640000 sec): 3 clusters
  Score: Raw -7489010.284528 + Penalty 5377.520193 = -7483632.764336
  nChanged 1878
		SP:Iteration 6Q (5577.830000 sec): 3 clusters
  Score: Raw -7489643.754053 + Penalty 5377.520193 = -7484266.233860
  nChanged 2213
		SP:Iteration 7Q (5578.020000 sec): 3 clusters
  Score: Raw -7490563.437709 + Penalty 5377.520193 = -7485185.917516
  nChanged 2592
		SP:Iteration 8F (5578.210000 sec): 3 clusters
  Score: Raw -7491822.705812 + Penalty 5377.520193 = -7486445.185619
  nChanged 2888
		SP:Iteration 9F (5578.390000 sec): 3 clusters
  Score: Raw -7493391.002015 + Penalty 5377.520193 = -7488013.481822
  nChanged 3006
		SP:Iteration 10F (5578.580000 sec): 3 clusters
  Score: Raw -7495178.713853 + Penalty 5377.520193 = -7489801.193660
  nChanged 2819
		SP:Iteration 11F (5578.770000 sec): 3 clusters
  Score: Raw -7496968.822439 + Penalty 5377.520193 = -7491591.302246
  nChanged 2586
		SP:Iteration 12F (5578.950000 sec): 3 clusters
  Score: Raw -7498691.582882 + Penalty 5377.520193 = -7493314.062689
  nChanged 2212
		SP:Iteration 13Q (5579.140000 sec): 3 clusters
  Score: Raw -7500285.025408 + Penalty 5377.520193 = -7494907.505215
  nChanged 1869
		SP:Iteration 14Q (5579.330000 sec): 3 clusters
  Score: Raw -7501699.071176 + Penalty 5377.520193 = -7496321.550983
  nChanged 1533
		SP:Iteration 15Q (5579.500000 sec): 3 clusters
  Score: Raw -7502931.575307 + Penalty 5377.520193 = -7497554.055114
  nChanged 1230
		SP:Iteration 16Q (5579.670000 sec): 3 clusters
  Score: Raw -7503889.371681 + Penalty 5377.520193 = -7498511.851489
  nChanged 850
		SP:Iteration 17Q (5579.830000 sec): 3 clusters
  Score: Raw -7504554.039654 + Penalty 5377.520193 = -7499176.519461
  nChanged 609
		SP:Iteration 18Q (5579.980000 sec): 3 clusters
  Score: Raw -7505003.780979 + Penalty 5377.520193 = -7499626.260786
  nChanged 456
		SP:Iteration 19Q (5580.120000 sec): 3 clusters
  Score: Raw -7505351.606051 + Penalty 5377.520193 = -7499974.085858
  nChanged 312
		SP:Iteration 20F (5580.310000 sec): 3 clusters
  Score: Raw -7505583.447943 + Penalty 5377.520193 = -7500205.927750
  nChanged 200
		SP:Iteration 21Q (5580.440000 sec): 3 clusters
  Score: Raw -7505729.773107 + Penalty 5377.520193 = -7500352.252914
  nChanged 150
		SP:Iteration 22Q (5580.570000 sec): 3 clusters
  Score: Raw -7505841.590682 + Penalty 5377.520193 = -7500464.070489
  nChanged 98
		SP:Iteration 23Q (5580.710000 sec): 3 clusters
  Score: Raw -7505925.004877 + Penalty 5377.520193 = -7500547.484684
  nChanged 81
		SP:Iteration 24Q (5580.840000 sec): 3 clusters
  Score: Raw -7505997.085795 + Penalty 5377.520193 = -7500619.565602
  nChanged 63
		SP:Iteration 25Q (5580.970000 sec): 3 clusters
  Score: Raw -7506056.433436 + Penalty 5377.520193 = -7500678.913243
  nChanged 51
		SP:Iteration 26Q (5581.100000 sec): 3 clusters
  Score: Raw -7506108.087972 + Penalty 5377.520193 = -7500730.567779
  nChanged 37
		SP:Iteration 27Q (5581.230000 sec): 3 clusters
  Score: Raw -7506142.329609 + Penalty 5377.520193 = -7500764.809416
  nChanged 26
		SP:Iteration 28Q (5581.360000 sec): 3 clusters
  Score: Raw -7506165.225027 + Penalty 5377.520193 = -7500787.704834
  nChanged 22
		SP:Iteration 29Q (5581.490000 sec): 3 clusters
  Score: Raw -7506184.630316 + Penalty 5377.520193 = -7500807.110123
  nChanged 19
		SP:Iteration 30Q (5581.620000 sec): 3 clusters
  Score: Raw -7506199.835281 + Penalty 5377.520193 = -7500822.315088
  nChanged 16
		SP:Iteration 31Q (5581.750000 sec): 3 clusters
  Score: Raw -7506212.922408 + Penalty 5377.520193 = -7500835.402215
  nChanged 8
		SP:Iteration 32Q (5581.870000 sec): 3 clusters
  Score: Raw -7506222.425650 + Penalty 5377.520193 = -7500844.905457
  nChanged 8
		SP:Iteration 33Q (5582.000000 sec): 3 clusters
  Score: Raw -7506229.376168 + Penalty 5377.520193 = -7500851.855975
  nChanged 4
		SP:Iteration 34Q (5582.130000 sec): 3 clusters
  Score: Raw -7506233.897479 + Penalty 5377.520193 = -7500856.377286
  nChanged 3
		SP:Iteration 35Q (5582.260000 sec): 3 clusters
  Score: Raw -7506238.348181 + Penalty 5377.520193 = -7500860.827988
  nChanged 4
		SP:Iteration 36Q (5582.390000 sec): 3 clusters
  Score: Raw -7506242.740484 + Penalty 5377.520193 = -7500865.220291
  nChanged 5
		SP:Iteration 37Q (5582.510000 sec): 3 clusters
  Score: Raw -7506246.827807 + Penalty 5377.520193 = -7500869.307614
  nChanged 5
		SP:Iteration 38Q (5582.650000 sec): 3 clusters
  Score: Raw -7506251.375368 + Penalty 5377.520193 = -7500873.855175
  nChanged 4
		SP:Iteration 39Q (5582.770000 sec): 3 clusters
  Score: Raw -7506255.422825 + Penalty 5377.520193 = -7500877.902632
  nChanged 2
		SP:Iteration 40F (5582.960000 sec): 3 clusters
  Score: Raw -7506257.038903 + Penalty 5377.520193 = -7500879.518710
  nChanged 2
		SP:Iteration 41Q (5583.090000 sec): 3 clusters
  Score: Raw -7506258.158513 + Penalty 5377.520193 = -7500880.638321
  nChanged 0
		SP:Iteration 42F (5583.270000 sec): 3 clusters
  Score: Raw -7506258.158513 + Penalty 5377.520193 = -7500880.638321
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5583.300000 sec): 2 clusters
  Score: Raw -61642.359494 + Penalty 1516.193181 = -60126.166314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5583.300000 sec): 3 clusters
  Score: Raw -61871.875936 + Penalty 3032.386361 = -58839.489575
  nChanged 90
		SP:Iteration 1F (5583.300000 sec): 3 clusters
  Score: Raw -62117.089762 + Penalty 3032.386361 = -59084.703401
  nChanged 40
		SP:Iteration 2F (5583.300000 sec): 3 clusters
  Score: Raw -62285.622146 + Penalty 3032.386361 = -59253.235785
  nChanged 37
		SP:Iteration 3F (5583.310000 sec): 3 clusters
  Score: Raw -62559.193188 + Penalty 3032.386361 = -59526.806827
  nChanged 30
		SP:Iteration 4F (5583.310000 sec): 3 clusters
  Score: Raw -62774.169856 + Penalty 3032.386361 = -59741.783495
  nChanged 25
		SP:Iteration 5F (5583.310000 sec): 3 clusters
  Score: Raw -63077.791348 + Penalty 3032.386361 = -60045.404987
  nChanged 22
		SP:Iteration 6Q (5583.310000 sec): 3 clusters
  Score: Raw -63295.356317 + Penalty 3032.386361 = -60262.969956
  nChanged 10
		SP:Iteration 7Q (5583.310000 sec): 3 clusters
  Score: Raw -63376.622799 + Penalty 3032.386361 = -60344.236438
  nChanged 5
		SP:Iteration 8Q (5583.310000 sec): 3 clusters
  Score: Raw -63407.272227 + Penalty 3032.386361 = -60374.885866
  nChanged 3
		SP:Iteration 9Q (5583.310000 sec): 3 clusters
  Score: Raw -63436.236551 + Penalty 3032.386361 = -60403.850190
  nChanged 4
		SP:Iteration 10Q (5583.310000 sec): 3 clusters
  Score: Raw -63458.405934 + Penalty 3032.386361 = -60426.019573
  nChanged 1
		SP:Iteration 11Q (5583.310000 sec): 3 clusters
  Score: Raw -63464.777568 + Penalty 3032.386361 = -60432.391207
  nChanged 0
		SP:Iteration 12F (5583.320000 sec): 3 clusters
  Score: Raw -63464.777568 + Penalty 3032.386361 = -60432.391207
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 36.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5583.320000 sec): 2 clusters
  Score: Raw -68373.416664 + Penalty 1528.502071 = -66844.914592
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5583.330000 sec): 3 clusters
  Score: Raw -68397.494779 + Penalty 3057.004143 = -65340.490637
  nChanged 84
		SP:Iteration 1F (5583.330000 sec): 3 clusters
  Score: Raw -68577.554544 + Penalty 3057.004143 = -65520.550401
  nChanged 11
		SP:Iteration 2Q (5583.330000 sec): 3 clusters
  Score: Raw -68600.004070 + Penalty 3057.004143 = -65542.999927
  nChanged 9
		SP:Iteration 3Q (5583.330000 sec): 3 clusters
  Score: Raw -68620.294728 + Penalty 3057.004143 = -65563.290585
  nChanged 4
		SP:Iteration 4Q (5583.330000 sec): 3 clusters
  Score: Raw -68628.885049 + Penalty 3057.004143 = -65571.880906
  nChanged 6
		SP:Iteration 5Q (5583.330000 sec): 3 clusters
  Score: Raw -68642.949135 + Penalty 3057.004143 = -65585.944993
  nChanged 4
		SP:Iteration 6Q (5583.330000 sec): 3 clusters
  Score: Raw -68648.449046 + Penalty 3057.004143 = -65591.444903
  nChanged 2
		SP:Iteration 7Q (5583.340000 sec): 3 clusters
  Score: Raw -68652.812008 + Penalty 3057.004143 = -65595.807865
  nChanged 6
		SP:Iteration 8Q (5583.340000 sec): 3 clusters
  Score: Raw -68666.193177 + Penalty 3057.004143 = -65609.189034
  nChanged 2
		SP:Iteration 9Q (5583.340000 sec): 3 clusters
  Score: Raw -68671.077961 + Penalty 3057.004143 = -65614.073818
  nChanged 1
		SP:Iteration 10Q (5583.340000 sec): 3 clusters
  Score: Raw -68673.403471 + Penalty 3057.004143 = -65616.399328
  nChanged 1
		SP:Iteration 11Q (5583.340000 sec): 3 clusters
  Score: Raw -68675.758332 + Penalty 3057.004143 = -65618.754189
  nChanged 1
		SP:Iteration 12Q (5583.350000 sec): 3 clusters
  Score: Raw -68677.854628 + Penalty 3057.004143 = -65620.850485
  nChanged 0
		SP:Iteration 13F (5583.350000 sec): 3 clusters
  Score: Raw -68677.854628 + Penalty 3057.004143 = -65620.850485
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (269310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5584.230000 sec): 2 clusters
  Score: Raw -39852363.477036 + Penalty 3100.897366 = -39849262.579670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5585.240000 sec): 3 clusters
  Score: Raw -39673833.049547 + Penalty 6201.794732 = -39667631.254815
  nChanged 130432
		SP:Iteration 1F (5586.230000 sec): 3 clusters
  Score: Raw -39750989.861141 + Penalty 6201.794732 = -39744788.066409
  nChanged 6418
		SP:Iteration 2Q (5587.250000 sec): 3 clusters
  Score: Raw -39752197.875728 + Penalty 6201.794732 = -39745996.080996
  nChanged 6875
		SP:Iteration 3Q (5588.270000 sec): 3 clusters
  Score: Raw -39753816.327572 + Penalty 6201.794732 = -39747614.532840
  nChanged 8428
		SP:Iteration 4Q (5589.290000 sec): 3 clusters
  Score: Raw -39756509.607012 + Penalty 6201.794732 = -39750307.812280
  nChanged 11183
		SP:Iteration 5Q (5590.310000 sec): 3 clusters
  Score: Raw -39761523.814849 + Penalty 6201.794732 = -39755322.020117
  nChanged 16114
		SP:Iteration 6F (5591.300000 sec): 3 clusters
  Score: Raw -39771393.119737 + Penalty 6201.794732 = -39765191.325005
  nChanged 21819
		SP:Iteration 7F (5592.290000 sec): 3 clusters
  Score: Raw -39788651.010560 + Penalty 6201.794732 = -39782449.215828
  nChanged 25176
		SP:Iteration 8F (5593.280000 sec): 3 clusters
  Score: Raw -39812176.468335 + Penalty 6201.794732 = -39805974.673603
  nChanged 22025
		SP:Iteration 9F (5594.270000 sec): 3 clusters
  Score: Raw -39834054.649852 + Penalty 6201.794732 = -39827852.855120
  nChanged 12854
		SP:Iteration 10Q (5595.170000 sec): 3 clusters
  Score: Raw -39846452.121233 + Penalty 6201.794732 = -39840250.326501
  nChanged 4868
		SP:Iteration 11Q (5595.970000 sec): 3 clusters
  Score: Raw -39850848.298035 + Penalty 6201.794732 = -39844646.503303
  nChanged 1301
		SP:Iteration 12Q (5596.690000 sec): 3 clusters
  Score: Raw -39852034.920294 + Penalty 6201.794732 = -39845833.125562
  nChanged 351
		SP:Iteration 13Q (5597.390000 sec): 3 clusters
  Score: Raw -39852416.354247 + Penalty 6201.794732 = -39846214.559515
  nChanged 101
		SP:Iteration 14Q (5598.070000 sec): 3 clusters
  Score: Raw -39852549.281097 + Penalty 6201.794732 = -39846347.486365
  nChanged 42
		SP:Iteration 15Q (5598.750000 sec): 3 clusters
  Score: Raw -39852601.392905 + Penalty 6201.794732 = -39846399.598173
  nChanged 17
		SP:Iteration 16Q (5599.430000 sec): 3 clusters
  Score: Raw -39852627.721655 + Penalty 6201.794732 = -39846425.926923
  nChanged 10
		SP:Iteration 17Q (5600.110000 sec): 3 clusters
  Score: Raw -39852644.015816 + Penalty 6201.794732 = -39846442.221084
  nChanged 10
		SP:Iteration 18Q (5600.790000 sec): 3 clusters
  Score: Raw -39852658.888820 + Penalty 6201.794732 = -39846457.094088
  nChanged 9
		SP:Iteration 19Q (5601.470000 sec): 3 clusters
  Score: Raw -39852675.060864 + Penalty 6201.794732 = -39846473.266132
  nChanged 8
		SP:Iteration 20F (5602.440000 sec): 3 clusters
  Score: Raw -39852685.867242 + Penalty 6201.794732 = -39846484.072510
  nChanged 3
		SP:Iteration 21Q (5603.110000 sec): 3 clusters
  Score: Raw -39852692.465577 + Penalty 6201.794732 = -39846490.670845
  nChanged 4
		SP:Iteration 22Q (5603.790000 sec): 3 clusters
  Score: Raw -39852697.867701 + Penalty 6201.794732 = -39846496.072969
  nChanged 2
		SP:Iteration 23Q (5604.460000 sec): 3 clusters
  Score: Raw -39852702.129885 + Penalty 6201.794732 = -39846500.335153
  nChanged 2
		SP:Iteration 24Q (5605.130000 sec): 3 clusters
  Score: Raw -39852704.970302 + Penalty 6201.794732 = -39846503.175570
  nChanged 1
		SP:Iteration 25Q (5605.810000 sec): 3 clusters
  Score: Raw -39852705.606427 + Penalty 6201.794732 = -39846503.811695
  nChanged 0
		SP:Iteration 26F (5606.780000 sec): 3 clusters
  Score: Raw -39852705.606427 + Penalty 6201.794732 = -39846503.811695
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5606.980000 sec): 2 clusters
  Score: Raw -5128971.374178 + Penalty 2584.393408 = -5126386.980770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5607.100000 sec): 3 clusters
  Score: Raw -5108545.873969 + Penalty 5168.786817 = -5103377.087153
  nChanged 15321
		SP:Iteration 1F (5607.220000 sec): 3 clusters
  Score: Raw -5116862.059016 + Penalty 5168.786817 = -5111693.272200
  nChanged 1437
		SP:Iteration 2Q (5607.350000 sec): 3 clusters
  Score: Raw -5117250.592884 + Penalty 5168.786817 = -5112081.806067
  nChanged 1281
		SP:Iteration 3Q (5607.480000 sec): 3 clusters
  Score: Raw -5117565.915115 + Penalty 5168.786817 = -5112397.128298
  nChanged 1049
		SP:Iteration 4Q (5607.600000 sec): 3 clusters
  Score: Raw -5117821.075871 + Penalty 5168.786817 = -5112652.289054
  nChanged 969
		SP:Iteration 5Q (5607.730000 sec): 3 clusters
  Score: Raw -5118054.251192 + Penalty 5168.786817 = -5112885.464375
  nChanged 922
		SP:Iteration 6Q (5607.850000 sec): 3 clusters
  Score: Raw -5118281.325753 + Penalty 5168.786817 = -5113112.538937
  nChanged 930
		SP:Iteration 7Q (5607.980000 sec): 3 clusters
  Score: Raw -5118546.475683 + Penalty 5168.786817 = -5113377.688867
  nChanged 991
		SP:Iteration 8Q (5608.100000 sec): 3 clusters
  Score: Raw -5118832.981255 + Penalty 5168.786817 = -5113664.194439
  nChanged 1101
		SP:Iteration 9Q (5608.230000 sec): 3 clusters
  Score: Raw -5119219.705026 + Penalty 5168.786817 = -5114050.918209
  nChanged 1267
		SP:Iteration 10Q (5608.360000 sec): 3 clusters
  Score: Raw -5119795.250292 + Penalty 5168.786817 = -5114626.463475
  nChanged 1526
		SP:Iteration 11Q (5608.480000 sec): 3 clusters
  Score: Raw -5120631.877847 + Penalty 5168.786817 = -5115463.091030
  nChanged 1737
		SP:Iteration 12F (5608.600000 sec): 3 clusters
  Score: Raw -5121779.332846 + Penalty 5168.786817 = -5116610.546029
  nChanged 1900
		SP:Iteration 13F (5608.730000 sec): 3 clusters
  Score: Raw -5123204.895894 + Penalty 5168.786817 = -5118036.109077
  nChanged 1932
		SP:Iteration 14F (5608.850000 sec): 3 clusters
  Score: Raw -5124653.022472 + Penalty 5168.786817 = -5119484.235655
  nChanged 1589
		SP:Iteration 15Q (5608.970000 sec): 3 clusters
  Score: Raw -5125633.248875 + Penalty 5168.786817 = -5120464.462058
  nChanged 1130
		SP:Iteration 16Q (5609.090000 sec): 3 clusters
  Score: Raw -5126125.921545 + Penalty 5168.786817 = -5120957.134728
  nChanged 682
		SP:Iteration 17Q (5609.210000 sec): 3 clusters
  Score: Raw -5126375.521757 + Penalty 5168.786817 = -5121206.734940
  nChanged 535
		SP:Iteration 18Q (5609.320000 sec): 3 clusters
  Score: Raw -5126575.981066 + Penalty 5168.786817 = -5121407.194250
  nChanged 469
		SP:Iteration 19Q (5609.440000 sec): 3 clusters
  Score: Raw -5126750.173777 + Penalty 5168.786817 = -5121581.386961
  nChanged 471
		SP:Iteration 20F (5609.560000 sec): 3 clusters
  Score: Raw -5126926.108135 + Penalty 5168.786817 = -5121757.321318
  nChanged 469
		SP:Iteration 21Q (5609.680000 sec): 3 clusters
  Score: Raw -5127098.424584 + Penalty 5168.786817 = -5121929.637767
  nChanged 480
		SP:Iteration 22Q (5609.790000 sec): 3 clusters
  Score: Raw -5127290.686073 + Penalty 5168.786817 = -5122121.899256
  nChanged 483
		SP:Iteration 23Q (5609.900000 sec): 3 clusters
  Score: Raw -5127495.264968 + Penalty 5168.786817 = -5122326.478151
  nChanged 449
		SP:Iteration 24Q (5610.010000 sec): 3 clusters
  Score: Raw -5127671.771696 + Penalty 5168.786817 = -5122502.984879
  nChanged 386
		SP:Iteration 25Q (5610.120000 sec): 3 clusters
  Score: Raw -5127809.778813 + Penalty 5168.786817 = -5122640.991996
  nChanged 341
		SP:Iteration 26Q (5610.220000 sec): 3 clusters
  Score: Raw -5127926.546439 + Penalty 5168.786817 = -5122757.759622
  nChanged 337
		SP:Iteration 27Q (5610.330000 sec): 3 clusters
  Score: Raw -5128048.472679 + Penalty 5168.786817 = -5122879.685862
  nChanged 300
		SP:Iteration 28Q (5610.440000 sec): 3 clusters
  Score: Raw -5128158.286113 + Penalty 5168.786817 = -5122989.499296
  nChanged 263
		SP:Iteration 29Q (5610.540000 sec): 3 clusters
  Score: Raw -5128248.931238 + Penalty 5168.786817 = -5123080.144422
  nChanged 261
		SP:Iteration 30Q (5610.640000 sec): 3 clusters
  Score: Raw -5128334.598835 + Penalty 5168.786817 = -5123165.812018
  nChanged 233
		SP:Iteration 31Q (5610.740000 sec): 3 clusters
  Score: Raw -5128412.682325 + Penalty 5168.786817 = -5123243.895508
  nChanged 227
		SP:Iteration 32Q (5610.850000 sec): 3 clusters
  Score: Raw -5128480.872673 + Penalty 5168.786817 = -5123312.085856
  nChanged 203
		SP:Iteration 33Q (5610.950000 sec): 3 clusters
  Score: Raw -5128541.834415 + Penalty 5168.786817 = -5123373.047598
  nChanged 198
		SP:Iteration 34Q (5611.050000 sec): 3 clusters
  Score: Raw -5128600.623598 + Penalty 5168.786817 = -5123431.836781
  nChanged 154
		SP:Iteration 35Q (5611.150000 sec): 3 clusters
  Score: Raw -5128642.170603 + Penalty 5168.786817 = -5123473.383787
  nChanged 128
		SP:Iteration 36Q (5611.240000 sec): 3 clusters
  Score: Raw -5128670.731004 + Penalty 5168.786817 = -5123501.944187
  nChanged 105
		SP:Iteration 37Q (5611.340000 sec): 3 clusters
  Score: Raw -5128694.940298 + Penalty 5168.786817 = -5123526.153482
  nChanged 85
		SP:Iteration 38Q (5611.440000 sec): 3 clusters
  Score: Raw -5128715.471622 + Penalty 5168.786817 = -5123546.684805
  nChanged 82
		SP:Iteration 39Q (5611.540000 sec): 3 clusters
  Score: Raw -5128735.793417 + Penalty 5168.786817 = -5123567.006601
  nChanged 81
		SP:Iteration 40F (5611.660000 sec): 3 clusters
  Score: Raw -5128754.652550 + Penalty 5168.786817 = -5123585.865733
  nChanged 78
		SP:Iteration 41Q (5611.760000 sec): 3 clusters
  Score: Raw -5128770.552584 + Penalty 5168.786817 = -5123601.765768
  nChanged 72
		SP:Iteration 42Q (5611.860000 sec): 3 clusters
  Score: Raw -5128786.312093 + Penalty 5168.786817 = -5123617.525276
  nChanged 62
		SP:Iteration 43Q (5611.950000 sec): 3 clusters
  Score: Raw -5128798.964912 + Penalty 5168.786817 = -5123630.178096
  nChanged 56
		SP:Iteration 44Q (5612.050000 sec): 3 clusters
  Score: Raw -5128811.345697 + Penalty 5168.786817 = -5123642.558880
  nChanged 58
		SP:Iteration 45Q (5612.140000 sec): 3 clusters
  Score: Raw -5128824.119482 + Penalty 5168.786817 = -5123655.332665
  nChanged 55
		SP:Iteration 46Q (5612.240000 sec): 3 clusters
  Score: Raw -5128836.226061 + Penalty 5168.786817 = -5123667.439244
  nChanged 47
		SP:Iteration 47Q (5612.340000 sec): 3 clusters
  Score: Raw -5128845.753863 + Penalty 5168.786817 = -5123676.967046
  nChanged 46
		SP:Iteration 48Q (5612.430000 sec): 3 clusters
  Score: Raw -5128855.507034 + Penalty 5168.786817 = -5123686.720217
  nChanged 51
		SP:Iteration 49Q (5612.520000 sec): 3 clusters
  Score: Raw -5128870.051745 + Penalty 5168.786817 = -5123701.264928
  nChanged 62
		SP:Iteration 50Q (5612.620000 sec): 3 clusters
  Score: Raw -5128887.041077 + Penalty 5168.786817 = -5123718.254260
  nChanged 50
		SP:Iteration 51Q (5612.720000 sec): 3 clusters
  Score: Raw -5128900.853855 + Penalty 5168.786817 = -5123732.067038
  nChanged 52
		SP:Iteration 52Q (5612.810000 sec): 3 clusters
  Score: Raw -5128915.107206 + Penalty 5168.786817 = -5123746.320390
  nChanged 51
		SP:Iteration 53Q (5612.900000 sec): 3 clusters
  Score: Raw -5128930.233974 + Penalty 5168.786817 = -5123761.447157
  nChanged 54
		SP:Iteration 54Q (5613.000000 sec): 3 clusters
  Score: Raw -5128943.908276 + Penalty 5168.786817 = -5123775.121459
  nChanged 43
		SP:Iteration 55Q (5613.090000 sec): 3 clusters
  Score: Raw -5128954.109220 + Penalty 5168.786817 = -5123785.322404
  nChanged 40
		SP:Iteration 56Q (5613.190000 sec): 3 clusters
  Score: Raw -5128963.130598 + Penalty 5168.786817 = -5123794.343782
  nChanged 36
		SP:Iteration 57Q (5613.280000 sec): 3 clusters
  Score: Raw -5128970.785806 + Penalty 5168.786817 = -5123801.998990
  nChanged 39
		SP:Iteration 58Q (5613.380000 sec): 3 clusters
  Score: Raw -5128981.223856 + Penalty 5168.786817 = -5123812.437039
  nChanged 46
		SP:Iteration 59Q (5613.480000 sec): 3 clusters
  Score: Raw -5128992.813696 + Penalty 5168.786817 = -5123824.026879
  nChanged 37
		SP:Iteration 60F (5613.600000 sec): 3 clusters
  Score: Raw -5129002.249753 + Penalty 5168.786817 = -5123833.462936
  nChanged 32
		SP:Iteration 61Q (5613.700000 sec): 3 clusters
  Score: Raw -5129009.639555 + Penalty 5168.786817 = -5123840.852738
  nChanged 33
		SP:Iteration 62Q (5613.790000 sec): 3 clusters
  Score: Raw -5129017.714934 + Penalty 5168.786817 = -5123848.928118
  nChanged 27
		SP:Iteration 63Q (5613.880000 sec): 3 clusters
  Score: Raw -5129025.127107 + Penalty 5168.786817 = -5123856.340290
  nChanged 27
		SP:Iteration 64Q (5613.980000 sec): 3 clusters
  Score: Raw -5129032.044065 + Penalty 5168.786817 = -5123863.257248
  nChanged 20
		SP:Iteration 65Q (5614.070000 sec): 3 clusters
  Score: Raw -5129036.828119 + Penalty 5168.786817 = -5123868.041303
  nChanged 20
		SP:Iteration 66Q (5614.160000 sec): 3 clusters
  Score: Raw -5129042.986118 + Penalty 5168.786817 = -5123874.199301
  nChanged 17
		SP:Iteration 67Q (5614.260000 sec): 3 clusters
  Score: Raw -5129047.777414 + Penalty 5168.786817 = -5123878.990597
  nChanged 18
		SP:Iteration 68Q (5614.350000 sec): 3 clusters
  Score: Raw -5129052.399600 + Penalty 5168.786817 = -5123883.612783
  nChanged 20
		SP:Iteration 69Q (5614.440000 sec): 3 clusters
  Score: Raw -5129056.390195 + Penalty 5168.786817 = -5123887.603378
  nChanged 17
		SP:Iteration 70Q (5614.540000 sec): 3 clusters
  Score: Raw -5129060.683616 + Penalty 5168.786817 = -5123891.896799
  nChanged 12
		SP:Iteration 71Q (5614.630000 sec): 3 clusters
  Score: Raw -5129062.953155 + Penalty 5168.786817 = -5123894.166339
  nChanged 11
		SP:Iteration 72Q (5614.720000 sec): 3 clusters
  Score: Raw -5129065.311358 + Penalty 5168.786817 = -5123896.524541
  nChanged 13
		SP:Iteration 73Q (5614.810000 sec): 3 clusters
  Score: Raw -5129068.330786 + Penalty 5168.786817 = -5123899.543970
  nChanged 14
		SP:Iteration 74Q (5614.900000 sec): 3 clusters
  Score: Raw -5129072.439339 + Penalty 5168.786817 = -5123903.652522
  nChanged 17
		SP:Iteration 75Q (5615.000000 sec): 3 clusters
  Score: Raw -5129076.593760 + Penalty 5168.786817 = -5123907.806944
  nChanged 19
		SP:Iteration 76Q (5615.090000 sec): 3 clusters
  Score: Raw -5129081.430609 + Penalty 5168.786817 = -5123912.643792
  nChanged 17
		SP:Iteration 77Q (5615.180000 sec): 3 clusters
  Score: Raw -5129087.580710 + Penalty 5168.786817 = -5123918.793893
  nChanged 23
		SP:Iteration 78Q (5615.270000 sec): 3 clusters
  Score: Raw -5129094.479121 + Penalty 5168.786817 = -5123925.692304
  nChanged 22
		SP:Iteration 79Q (5615.360000 sec): 3 clusters
  Score: Raw -5129101.110520 + Penalty 5168.786817 = -5123932.323703
  nChanged 21
		SP:Iteration 80F (5615.480000 sec): 3 clusters
  Score: Raw -5129107.090810 + Penalty 5168.786817 = -5123938.303993
  nChanged 24
		SP:Iteration 81Q (5615.580000 sec): 3 clusters
  Score: Raw -5129113.681283 + Penalty 5168.786817 = -5123944.894466
  nChanged 23
		SP:Iteration 82Q (5615.670000 sec): 3 clusters
  Score: Raw -5129118.997422 + Penalty 5168.786817 = -5123950.210605
  nChanged 21
		SP:Iteration 83Q (5615.760000 sec): 3 clusters
  Score: Raw -5129125.088508 + Penalty 5168.786817 = -5123956.301691
  nChanged 23
		SP:Iteration 84Q (5615.850000 sec): 3 clusters
  Score: Raw -5129131.481135 + Penalty 5168.786817 = -5123962.694319
  nChanged 25
		SP:Iteration 85Q (5615.940000 sec): 3 clusters
  Score: Raw -5129139.872721 + Penalty 5168.786817 = -5123971.085905
  nChanged 32
		SP:Iteration 86Q (5616.030000 sec): 3 clusters
  Score: Raw -5129148.743773 + Penalty 5168.786817 = -5123979.956956
  nChanged 19
		SP:Iteration 87Q (5616.120000 sec): 3 clusters
  Score: Raw -5129154.222996 + Penalty 5168.786817 = -5123985.436179
  nChanged 19
		SP:Iteration 88Q (5616.210000 sec): 3 clusters
  Score: Raw -5129158.960477 + Penalty 5168.786817 = -5123990.173661
  nChanged 15
		SP:Iteration 89Q (5616.300000 sec): 3 clusters
  Score: Raw -5129163.565020 + Penalty 5168.786817 = -5123994.778204
  nChanged 12
		SP:Iteration 90Q (5616.400000 sec): 3 clusters
  Score: Raw -5129167.745857 + Penalty 5168.786817 = -5123998.959040
  nChanged 14
		SP:Iteration 91Q (5616.480000 sec): 3 clusters
  Score: Raw -5129172.563398 + Penalty 5168.786817 = -5124003.776581
  nChanged 9
		SP:Iteration 92Q (5616.580000 sec): 3 clusters
  Score: Raw -5129174.633053 + Penalty 5168.786817 = -5124005.846236
  nChanged 6
		SP:Iteration 93Q (5616.660000 sec): 3 clusters
  Score: Raw -5129176.150507 + Penalty 5168.786817 = -5124007.363690
  nChanged 7
		SP:Iteration 94Q (5616.760000 sec): 3 clusters
  Score: Raw -5129177.394184 + Penalty 5168.786817 = -5124008.607367
  nChanged 5
		SP:Iteration 95Q (5616.840000 sec): 3 clusters
  Score: Raw -5129178.366276 + Penalty 5168.786817 = -5124009.579459
  nChanged 5
		SP:Iteration 96Q (5616.940000 sec): 3 clusters
  Score: Raw -5129179.841483 + Penalty 5168.786817 = -5124011.054666
  nChanged 7
		SP:Iteration 97Q (5617.030000 sec): 3 clusters
  Score: Raw -5129181.426553 + Penalty 5168.786817 = -5124012.639736
  nChanged 11
		SP:Iteration 98Q (5617.120000 sec): 3 clusters
  Score: Raw -5129185.938488 + Penalty 5168.786817 = -5124017.151671
  nChanged 9
		SP:Iteration 99Q (5617.210000 sec): 3 clusters
  Score: Raw -5129188.778366 + Penalty 5168.786817 = -5124019.991549
  nChanged 2
		SP:Iteration 100F (5617.330000 sec): 3 clusters
  Score: Raw -5129189.311006 + Penalty 5168.786817 = -5124020.524189
  nChanged 1
		SP:Iteration 101Q (5617.420000 sec): 3 clusters
  Score: Raw -5129189.699534 + Penalty 5168.786817 = -5124020.912717
  nChanged 1
		SP:Iteration 102Q (5617.510000 sec): 3 clusters
  Score: Raw -5129189.890010 + Penalty 5168.786817 = -5124021.103193
  nChanged 2
		SP:Iteration 103Q (5617.600000 sec): 3 clusters
  Score: Raw -5129190.243754 + Penalty 5168.786817 = -5124021.456938
  nChanged 4
		SP:Iteration 104Q (5617.690000 sec): 3 clusters
  Score: Raw -5129191.118388 + Penalty 5168.786817 = -5124022.331571
  nChanged 4
		SP:Iteration 105Q (5617.780000 sec): 3 clusters
  Score: Raw -5129192.444066 + Penalty 5168.786817 = -5124023.657249
  nChanged 2
		SP:Iteration 106Q (5617.870000 sec): 3 clusters
  Score: Raw -5129192.905006 + Penalty 5168.786817 = -5124024.118189
  nChanged 1
		SP:Iteration 107Q (5617.960000 sec): 3 clusters
  Score: Raw -5129193.003048 + Penalty 5168.786817 = -5124024.216232
  nChanged 0
		SP:Iteration 108F (5618.080000 sec): 3 clusters
  Score: Raw -5129193.003048 + Penalty 5168.786817 = -5124024.216232
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.100000 sec): 2 clusters
  Score: Raw -138455.464072 + Penalty 1727.105632 = -136728.358440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.100000 sec): 3 clusters
  Score: Raw -138228.729508 + Penalty 3454.211264 = -134774.518245
  nChanged 291
		SP:Iteration 1F (5618.110000 sec): 3 clusters
  Score: Raw -138607.499087 + Penalty 3454.211264 = -135153.287824
  nChanged 70
		SP:Iteration 2F (5618.110000 sec): 3 clusters
  Score: Raw -138712.302368 + Penalty 3454.211264 = -135258.091104
  nChanged 37
		SP:Iteration 3Q (5618.120000 sec): 3 clusters
  Score: Raw -138764.588917 + Penalty 3454.211264 = -135310.377653
  nChanged 23
		SP:Iteration 4Q (5618.120000 sec): 3 clusters
  Score: Raw -138798.370495 + Penalty 3454.211264 = -135344.159232
  nChanged 14
		SP:Iteration 5Q (5618.120000 sec): 3 clusters
  Score: Raw -138816.957664 + Penalty 3454.211264 = -135362.746400
  nChanged 11
		SP:Iteration 6Q (5618.130000 sec): 3 clusters
  Score: Raw -138832.759707 + Penalty 3454.211264 = -135378.548443
  nChanged 16
		SP:Iteration 7Q (5618.130000 sec): 3 clusters
  Score: Raw -138855.144155 + Penalty 3454.211264 = -135400.932891
  nChanged 6
		SP:Iteration 8Q (5618.130000 sec): 3 clusters
  Score: Raw -138860.524383 + Penalty 3454.211264 = -135406.313119
  nChanged 1
		SP:Iteration 9Q (5618.140000 sec): 3 clusters
  Score: Raw -138863.130751 + Penalty 3454.211264 = -135408.919487
  nChanged 0
		SP:Iteration 10F (5618.140000 sec): 3 clusters
  Score: Raw -138863.130751 + Penalty 3454.211264 = -135408.919487
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.140000 sec): 2 clusters
  Score: Raw -31449.905486 + Penalty 1353.977208 = -30095.928279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.140000 sec): 3 clusters
  Score: Raw -31648.387104 + Penalty 2707.954415 = -28940.432689
  nChanged 17
		SP:Iteration 1F (5618.150000 sec): 3 clusters
  Score: Raw -31700.623306 + Penalty 2707.954415 = -28992.668891
  nChanged 5
		SP:Iteration 2Q (5618.150000 sec): 3 clusters
  Score: Raw -31717.503141 + Penalty 2707.954415 = -29009.548726
  nChanged 3
		SP:Iteration 3Q (5618.150000 sec): 3 clusters
  Score: Raw -31732.688885 + Penalty 2707.954415 = -29024.734470
  nChanged 2
		SP:Iteration 4Q (5618.150000 sec): 3 clusters
  Score: Raw -31739.944130 + Penalty 2707.954415 = -29031.989715
  nChanged 2
		SP:Iteration 5Q (5618.150000 sec): 3 clusters
  Score: Raw -31748.907977 + Penalty 2707.954415 = -29040.953562
  nChanged 4
		SP:Iteration 6Q (5618.150000 sec): 3 clusters
  Score: Raw -31756.654549 + Penalty 2707.954415 = -29048.700134
  nChanged 2
		SP:Iteration 7Q (5618.150000 sec): 3 clusters
  Score: Raw -31761.174084 + Penalty 2707.954415 = -29053.219669
  nChanged 0
		SP:Iteration 8F (5618.150000 sec): 3 clusters
  Score: Raw -31761.174084 + Penalty 2707.954415 = -29053.219669
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (1029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.160000 sec): 2 clusters
  Score: Raw -130575.113848 + Penalty 1720.212998 = -128854.900849
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.160000 sec): 3 clusters
  Score: Raw -130529.027842 + Penalty 3440.425997 = -127088.601845
  nChanged 291
		SP:Iteration 1F (5618.160000 sec): 3 clusters
  Score: Raw -131526.262491 + Penalty 3440.425997 = -128085.836494
  nChanged 114
		SP:Iteration 2F (5618.170000 sec): 3 clusters
  Score: Raw -131883.587331 + Penalty 3440.425997 = -128443.161334
  nChanged 58
		SP:Iteration 3F (5618.170000 sec): 3 clusters
  Score: Raw -132083.801309 + Penalty 3440.425997 = -128643.375312
  nChanged 33
		SP:Iteration 4Q (5618.180000 sec): 3 clusters
  Score: Raw -132171.254782 + Penalty 3440.425997 = -128730.828785
  nChanged 14
		SP:Iteration 5Q (5618.180000 sec): 3 clusters
  Score: Raw -132192.347106 + Penalty 3440.425997 = -128751.921109
  nChanged 13
		SP:Iteration 6Q (5618.180000 sec): 3 clusters
  Score: Raw -132213.102317 + Penalty 3440.425997 = -128772.676320
  nChanged 8
		SP:Iteration 7Q (5618.180000 sec): 3 clusters
  Score: Raw -132223.329378 + Penalty 3440.425997 = -128782.903382
  nChanged 3
		SP:Iteration 8Q (5618.190000 sec): 3 clusters
  Score: Raw -132228.293020 + Penalty 3440.425997 = -128787.867023
  nChanged 5
		SP:Iteration 9Q (5618.190000 sec): 3 clusters
  Score: Raw -132234.678257 + Penalty 3440.425997 = -128794.252260
  nChanged 7
		SP:Iteration 10Q (5618.200000 sec): 3 clusters
  Score: Raw -132243.688455 + Penalty 3440.425997 = -128803.262458
  nChanged 3
		SP:Iteration 11Q (5618.200000 sec): 3 clusters
  Score: Raw -132247.457214 + Penalty 3440.425997 = -128807.031217
  nChanged 4
		SP:Iteration 12Q (5618.200000 sec): 3 clusters
  Score: Raw -132253.042809 + Penalty 3440.425997 = -128812.616812
  nChanged 5
		SP:Iteration 13Q (5618.200000 sec): 3 clusters
  Score: Raw -132260.985275 + Penalty 3440.425997 = -128820.559278
  nChanged 6
		SP:Iteration 14Q (5618.210000 sec): 3 clusters
  Score: Raw -132275.012533 + Penalty 3440.425997 = -128834.586536
  nChanged 12
		SP:Iteration 15Q (5618.210000 sec): 3 clusters
  Score: Raw -132309.594793 + Penalty 3440.425997 = -128869.168796
  nChanged 11
		SP:Iteration 16Q (5618.220000 sec): 3 clusters
  Score: Raw -132335.359118 + Penalty 3440.425997 = -128894.933121
  nChanged 9
		SP:Iteration 17Q (5618.220000 sec): 3 clusters
  Score: Raw -132360.556407 + Penalty 3440.425997 = -128920.130410
  nChanged 8
		SP:Iteration 18Q (5618.220000 sec): 3 clusters
  Score: Raw -132371.182125 + Penalty 3440.425997 = -128930.756128
  nChanged 5
		SP:Iteration 19Q (5618.220000 sec): 3 clusters
  Score: Raw -132388.924237 + Penalty 3440.425997 = -128948.498240
  nChanged 4
		SP:Iteration 20F (5618.230000 sec): 3 clusters
  Score: Raw -132393.633702 + Penalty 3440.425997 = -128953.207705
  nChanged 2
		SP:Iteration 21Q (5618.230000 sec): 3 clusters
  Score: Raw -132395.368425 + Penalty 3440.425997 = -128954.942428
  nChanged 1
		SP:Iteration 22Q (5618.230000 sec): 3 clusters
  Score: Raw -132398.375607 + Penalty 3440.425997 = -128957.949610
  nChanged 3
		SP:Iteration 23Q (5618.240000 sec): 3 clusters
  Score: Raw -132401.956179 + Penalty 3440.425997 = -128961.530182
  nChanged 2
		SP:Iteration 24Q (5618.240000 sec): 3 clusters
  Score: Raw -132403.883102 + Penalty 3440.425997 = -128963.457105
  nChanged 0
		SP:Iteration 25F (5618.240000 sec): 3 clusters
  Score: Raw -132403.883102 + Penalty 3440.425997 = -128963.457105
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 37.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.250000 sec): 2 clusters
  Score: Raw -42097.806542 + Penalty 1496.799395 = -40601.007147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.250000 sec): 3 clusters
  Score: Raw -42471.434218 + Penalty 2993.598791 = -39477.835428
  nChanged 112
		SP:Iteration 1F (5618.250000 sec): 3 clusters
  Score: Raw -43314.257194 + Penalty 2993.598791 = -40320.658403
  nChanged 48
		SP:Iteration 2F (5618.260000 sec): 3 clusters
  Score: Raw -44073.072350 + Penalty 2993.598791 = -41079.473559
  nChanged 23
		SP:Iteration 3F (5618.260000 sec): 3 clusters
  Score: Raw -44477.779339 + Penalty 2993.598791 = -41484.180549
  nChanged 21
		SP:Iteration 4F (5618.260000 sec): 3 clusters
  Score: Raw -44983.647670 + Penalty 2993.598791 = -41990.048880
  nChanged 11
		SP:Iteration 5Q (5618.260000 sec): 3 clusters
  Score: Raw -45347.020993 + Penalty 2993.598791 = -42353.422203
  nChanged 2
		SP:Iteration 6Q (5618.260000 sec): 3 clusters
  Score: Raw -45386.111148 + Penalty 2993.598791 = -42392.512357
  nChanged 1
		SP:Iteration 7Q (5618.260000 sec): 3 clusters
  Score: Raw -45397.959542 + Penalty 2993.598791 = -42404.360751
  nChanged 1
		SP:Iteration 8Q (5618.260000 sec): 3 clusters
  Score: Raw -45439.469466 + Penalty 2993.598791 = -42445.870675
  nChanged 0
		SP:Iteration 9F (5618.260000 sec): 3 clusters
  Score: Raw -45439.469466 + Penalty 2993.598791 = -42445.870675
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 38.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.270000 sec): 2 clusters
  Score: Raw -35366.831667 + Penalty 1421.064746 = -33945.766920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.270000 sec): 3 clusters
  Score: Raw -35680.947370 + Penalty 2842.129492 = -32838.817878
  nChanged 55
		SP:Iteration 1F (5618.270000 sec): 3 clusters
  Score: Raw -36052.147418 + Penalty 2842.129492 = -33210.017926
  nChanged 19
		SP:Iteration 2F (5618.270000 sec): 3 clusters
  Score: Raw -36256.831414 + Penalty 2842.129492 = -33414.701922
  nChanged 10
		SP:Iteration 3Q (5618.280000 sec): 3 clusters
  Score: Raw -36384.292515 + Penalty 2842.129492 = -33542.163023
  nChanged 9
		SP:Iteration 4Q (5618.280000 sec): 3 clusters
  Score: Raw -36460.663984 + Penalty 2842.129492 = -33618.534492
  nChanged 8
		SP:Iteration 5Q (5618.280000 sec): 3 clusters
  Score: Raw -36595.902641 + Penalty 2842.129492 = -33753.773149
  nChanged 7
		SP:Iteration 6Q (5618.280000 sec): 3 clusters
  Score: Raw -36813.133023 + Penalty 2842.129492 = -33971.003531
  nChanged 5
		SP:Iteration 7Q (5618.280000 sec): 3 clusters
  Score: Raw -36827.633584 + Penalty 2842.129492 = -33985.504091
  nChanged 3
		SP:Iteration 8Q (5618.280000 sec): 3 clusters
  Score: Raw -36834.997096 + Penalty 2842.129492 = -33992.867603
  nChanged 4
		SP:Iteration 9Q (5618.280000 sec): 3 clusters
  Score: Raw -36849.431521 + Penalty 2842.129492 = -34007.302029
  nChanged 3
		SP:Iteration 10Q (5618.280000 sec): 3 clusters
  Score: Raw -36856.283194 + Penalty 2842.129492 = -34014.153701
  nChanged 2
		SP:Iteration 11Q (5618.280000 sec): 3 clusters
  Score: Raw -36864.674116 + Penalty 2842.129492 = -34022.544624
  nChanged 3
		SP:Iteration 12Q (5618.280000 sec): 3 clusters
  Score: Raw -36877.630413 + Penalty 2842.129492 = -34035.500920
  nChanged 3
		SP:Iteration 13Q (5618.280000 sec): 3 clusters
  Score: Raw -36893.476041 + Penalty 2842.129492 = -34051.346549
  nChanged 3
		SP:Iteration 14Q (5618.280000 sec): 3 clusters
  Score: Raw -36917.493352 + Penalty 2842.129492 = -34075.363860
  nChanged 1
		SP:Iteration 15Q (5618.280000 sec): 3 clusters
  Score: Raw -36922.654848 + Penalty 2842.129492 = -34080.525356
  nChanged 2
		SP:Iteration 16Q (5618.290000 sec): 3 clusters
  Score: Raw -36931.047958 + Penalty 2842.129492 = -34088.918466
  nChanged 3
		SP:Iteration 17Q (5618.290000 sec): 3 clusters
  Score: Raw -36942.633326 + Penalty 2842.129492 = -34100.503833
  nChanged 3
		SP:Iteration 18Q (5618.290000 sec): 3 clusters
  Score: Raw -36958.402883 + Penalty 2842.129492 = -34116.273390
  nChanged 3
		SP:Iteration 19Q (5618.290000 sec): 3 clusters
  Score: Raw -36983.016072 + Penalty 2842.129492 = -34140.886580
  nChanged 3
		SP:Iteration 20F (5618.290000 sec): 3 clusters
  Score: Raw -37005.112758 + Penalty 2842.129492 = -34162.983266
  nChanged 4
		SP:Iteration 21Q (5618.290000 sec): 3 clusters
  Score: Raw -37034.984735 + Penalty 2842.129492 = -34192.855242
  nChanged 4
		SP:Iteration 22Q (5618.290000 sec): 3 clusters
  Score: Raw -37074.571330 + Penalty 2842.129492 = -34232.441838
  nChanged 1
		SP:Iteration 23Q (5618.290000 sec): 3 clusters
  Score: Raw -37077.862013 + Penalty 2842.129492 = -34235.732521
  nChanged 0
		SP:Iteration 24F (5618.300000 sec): 3 clusters
  Score: Raw -37077.862013 + Penalty 2842.129492 = -34235.732521
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 39.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.300000 sec): 2 clusters
  Score: Raw -29539.068708 + Penalty 1335.354776 = -28203.713932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.300000 sec): 3 clusters
  Score: Raw -29757.630234 + Penalty 2670.709551 = -27086.920683
  nChanged 18
		SP:Iteration 1F (5618.300000 sec): 3 clusters
  Score: Raw -29843.023979 + Penalty 2670.709551 = -27172.314428
  nChanged 7
		SP:Iteration 2Q (5618.300000 sec): 3 clusters
  Score: Raw -29884.453039 + Penalty 2670.709551 = -27213.743488
  nChanged 2
		SP:Iteration 3Q (5618.300000 sec): 3 clusters
  Score: Raw -29893.609922 + Penalty 2670.709551 = -27222.900371
  nChanged 0
		SP:Iteration 4F (5618.300000 sec): 3 clusters
  Score: Raw -29893.609922 + Penalty 2670.709551 = -27222.900371
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.310000 sec): 2 clusters
  Score: Raw -121029.188219 + Penalty 1690.550498 = -119338.637721
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.310000 sec): 3 clusters
  Score: Raw -120938.099758 + Penalty 3381.100997 = -117556.998761
  nChanged 242
		SP:Iteration 1F (5618.320000 sec): 3 clusters
  Score: Raw -121397.996291 + Penalty 3381.100997 = -118016.895294
  nChanged 96
		SP:Iteration 2F (5618.320000 sec): 3 clusters
  Score: Raw -121739.422631 + Penalty 3381.100997 = -118358.321634
  nChanged 66
		SP:Iteration 3F (5618.320000 sec): 3 clusters
  Score: Raw -121950.271960 + Penalty 3381.100997 = -118569.170963
  nChanged 51
		SP:Iteration 4F (5618.330000 sec): 3 clusters
  Score: Raw -122169.805665 + Penalty 3381.100997 = -118788.704668
  nChanged 42
		SP:Iteration 5Q (5618.330000 sec): 3 clusters
  Score: Raw -122365.359410 + Penalty 3381.100997 = -118984.258413
  nChanged 46
		SP:Iteration 6F (5618.330000 sec): 3 clusters
  Score: Raw -122530.989030 + Penalty 3381.100997 = -119149.888033
  nChanged 34
		SP:Iteration 7Q (5618.340000 sec): 3 clusters
  Score: Raw -122659.962048 + Penalty 3381.100997 = -119278.861051
  nChanged 21
		SP:Iteration 8Q (5618.340000 sec): 3 clusters
  Score: Raw -122701.091474 + Penalty 3381.100997 = -119319.990477
  nChanged 13
		SP:Iteration 9Q (5618.340000 sec): 3 clusters
  Score: Raw -122726.888729 + Penalty 3381.100997 = -119345.787732
  nChanged 8
		SP:Iteration 10Q (5618.340000 sec): 3 clusters
  Score: Raw -122737.068853 + Penalty 3381.100997 = -119355.967856
  nChanged 6
		SP:Iteration 11Q (5618.340000 sec): 3 clusters
  Score: Raw -122745.660673 + Penalty 3381.100997 = -119364.559676
  nChanged 2
		SP:Iteration 12Q (5618.350000 sec): 3 clusters
  Score: Raw -122751.152334 + Penalty 3381.100997 = -119370.051337
  nChanged 3
		SP:Iteration 13Q (5618.350000 sec): 3 clusters
  Score: Raw -122755.168595 + Penalty 3381.100997 = -119374.067599
  nChanged 0
		SP:Iteration 14F (5618.360000 sec): 3 clusters
  Score: Raw -122755.168595 + Penalty 3381.100997 = -119374.067599
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 40.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (295 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.360000 sec): 2 clusters
  Score: Raw -22968.678499 + Penalty 1410.369888 = -21558.308610
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.360000 sec): 3 clusters
  Score: Raw -23323.185340 + Penalty 2820.739777 = -20502.445563
  nChanged 74
		SP:Iteration 1F (5618.360000 sec): 3 clusters
  Score: Raw -23708.502466 + Penalty 2820.739777 = -20887.762689
  nChanged 21
		SP:Iteration 2F (5618.360000 sec): 3 clusters
  Score: Raw -23864.668871 + Penalty 2820.739777 = -21043.929094
  nChanged 10
		SP:Iteration 3Q (5618.360000 sec): 3 clusters
  Score: Raw -23931.292702 + Penalty 2820.739777 = -21110.552925
  nChanged 10
		SP:Iteration 4Q (5618.360000 sec): 3 clusters
  Score: Raw -24068.465108 + Penalty 2820.739777 = -21247.725331
  nChanged 4
		SP:Iteration 5Q (5618.370000 sec): 3 clusters
  Score: Raw -24154.548560 + Penalty 2820.739777 = -21333.808783
  nChanged 4
		SP:Iteration 6Q (5618.370000 sec): 3 clusters
  Score: Raw -24166.552819 + Penalty 2820.739777 = -21345.813042
  nChanged 0
		SP:Iteration 7F (5618.370000 sec): 3 clusters
  Score: Raw -24166.552819 + Penalty 2820.739777 = -21345.813042
  nChanged 0
Deleting Class 39 (100 points): Lose 2910.825351 but Gain 3374.686117
Iteration 139Q (5629.300000 sec): 40 clusters
  Score: Raw -117634174.605018 + Penalty 131612.758575 = -117502561.846443
  nChanged 200
Iteration 140F (5671.560000 sec): 40 clusters
  Score: Raw -117636839.511470 + Penalty 131612.758575 = -117505226.752896
  nChanged 136
Iteration 141Q (5682.180000 sec): 40 clusters
  Score: Raw -117638027.944106 + Penalty 131612.758575 = -117506415.185532
  nChanged 109
Iteration 142Q (5692.890000 sec): 40 clusters
  Score: Raw -117638352.890949 + Penalty 131612.758575 = -117506740.132374
  nChanged 82
Iteration 143Q (5703.610000 sec): 40 clusters
  Score: Raw -117638570.855176 + Penalty 131612.758575 = -117506958.096601
  nChanged 56
Iteration 144Q (5714.330000 sec): 40 clusters
  Score: Raw -117638651.134813 + Penalty 131612.758575 = -117507038.376238
  nChanged 44
Iteration 145Q (5725.060000 sec): 40 clusters
  Score: Raw -117638662.588327 + Penalty 131612.758575 = -117507049.829752
  nChanged 50
Iteration 146Q (5735.780000 sec): 40 clusters
  Score: Raw -117638691.612082 + Penalty 131612.758575 = -117507078.853508
  nChanged 44
Iteration 147Q (5746.500000 sec): 40 clusters
  Score: Raw -117638812.279953 + Penalty 131612.758575 = -117507199.521379
  nChanged 46
Iteration 148Q (5757.220000 sec): 40 clusters
  Score: Raw -117639167.428547 + Penalty 131612.758575 = -117507554.669972
  nChanged 62
Iteration 149Q (5767.910000 sec): 40 clusters
  Score: Raw -117639648.518187 + Penalty 131612.758575 = -117508035.759612
  nChanged 93
Iteration 150Q (5778.610000 sec): 40 clusters
  Score: Raw -117639992.995996 + Penalty 131612.758575 = -117508380.237421
  nChanged 81
Iteration 151Q (5789.330000 sec): 40 clusters
  Score: Raw -117640136.263102 + Penalty 131612.758575 = -117508523.504527
  nChanged 37
Iteration 152Q (5800.090000 sec): 40 clusters
  Score: Raw -117640202.203347 + Penalty 131612.758575 = -117508589.444772
  nChanged 33
Iteration 153Q (5810.850000 sec): 40 clusters
  Score: Raw -117640215.002370 + Penalty 131612.758575 = -117508602.243795
  nChanged 20
Iteration 154Q (5821.610000 sec): 40 clusters
  Score: Raw -117640220.864948 + Penalty 131612.758575 = -117508608.106373
  nChanged 17
Iteration 155Q (5832.360000 sec): 40 clusters
  Score: Raw -117640223.380196 + Penalty 131612.758575 = -117508610.621621
  nChanged 11
Iteration 156Q (5843.100000 sec): 40 clusters
  Score: Raw -117640223.786047 + Penalty 131612.758575 = -117508611.027472
  nChanged 10
Iteration 157Q (5853.860000 sec): 40 clusters
  Score: Raw -117640224.063796 + Penalty 131612.758575 = -117508611.305221
  nChanged 10
Iteration 158Q (5864.640000 sec): 40 clusters
  Score: Raw -117640224.337963 + Penalty 131612.758575 = -117508611.579388
  nChanged 6
Iteration 159Q (5875.420000 sec): 40 clusters
  Score: Raw -117640224.479875 + Penalty 131612.758575 = -117508611.721301
  nChanged 3
Iteration 160F (5917.730000 sec): 40 clusters
  Score: Raw -117640514.316777 + Penalty 131612.758575 = -117508901.558203
  nChanged 74
Iteration 161Q (5928.530000 sec): 40 clusters
  Score: Raw -117640749.441349 + Penalty 131612.758575 = -117509136.682775
  nChanged 85
Iteration 162Q (5939.250000 sec): 40 clusters
  Score: Raw -117640866.934566 + Penalty 131612.758575 = -117509254.175991
  nChanged 62
Iteration 163Q (5949.980000 sec): 40 clusters
  Score: Raw -117640921.748344 + Penalty 131612.758575 = -117509308.989769
  nChanged 74
Iteration 164Q (5960.760000 sec): 40 clusters
  Score: Raw -117640943.146004 + Penalty 131612.758575 = -117509330.387429
  nChanged 62
Iteration 165Q (5971.570000 sec): 40 clusters
  Score: Raw -117640963.495135 + Penalty 131612.758575 = -117509350.736560
  nChanged 59
Iteration 166Q (5982.320000 sec): 40 clusters
  Score: Raw -117640966.816524 + Penalty 131612.758575 = -117509354.057949
  nChanged 59
Iteration 167Q (5993.050000 sec): 40 clusters
  Score: Raw -117640968.491235 + Penalty 131612.758575 = -117509355.732661
  nChanged 59
Iteration 168Q (6003.780000 sec): 40 clusters
  Score: Raw -117640969.821096 + Penalty 131612.758575 = -117509357.062521
  nChanged 49
Iteration 169Q (6014.520000 sec): 40 clusters
  Score: Raw -117640971.404943 + Penalty 131612.758575 = -117509358.646368
  nChanged 41
Iteration 170Q (6025.260000 sec): 40 clusters
  Score: Raw -117640972.539765 + Penalty 131612.758575 = -117509359.781190
  nChanged 37
Iteration 171Q (6036.010000 sec): 40 clusters
  Score: Raw -117640973.283781 + Penalty 131612.758575 = -117509360.525207
  nChanged 29
Iteration 172Q (6046.740000 sec): 40 clusters
  Score: Raw -117640973.823509 + Penalty 131612.758575 = -117509361.064934
  nChanged 24
Iteration 173Q (6057.490000 sec): 40 clusters
  Score: Raw -117640974.263961 + Penalty 131612.758575 = -117509361.505387
  nChanged 16
Iteration 174Q (6068.120000 sec): 40 clusters
  Score: Raw -117640974.482271 + Penalty 131612.758575 = -117509361.723697
  nChanged 7
Iteration 175Q (6078.840000 sec): 40 clusters
  Score: Raw -117640974.614666 + Penalty 131612.758575 = -117509361.856092
  nChanged 8
Iteration 176Q (6089.600000 sec): 40 clusters
  Score: Raw -117640974.772350 + Penalty 131612.758575 = -117509362.013776
  nChanged 11
Iteration 177Q (6100.270000 sec): 40 clusters
  Score: Raw -117640974.987046 + Penalty 131612.758575 = -117509362.228471
  nChanged 9
Iteration 178Q (6110.600000 sec): 40 clusters
  Score: Raw -117640975.151769 + Penalty 131612.758575 = -117509362.393195
  nChanged 11
Writing temp clu file 
Because OldScore, -117509362.228471, is greater than current (better) Score,-117509362.393195 
 Compute initial score before splitting:   Score: Raw -117640975.151769 + Penalty 131612.758575 = -117509362.393195
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6110.760000 sec): 2 clusters
  Score: Raw -1047910.549080 + Penalty 2200.793686 = -1045709.755393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6110.790000 sec): 3 clusters
  Score: Raw -1044260.896839 + Penalty 4401.587373 = -1039859.309466
  nChanged 2834
		SP:Iteration 1F (6110.810000 sec): 3 clusters
  Score: Raw -1045749.114167 + Penalty 4401.587373 = -1041347.526795
  nChanged 449
		SP:Iteration 2F (6110.830000 sec): 3 clusters
  Score: Raw -1045943.613135 + Penalty 4401.587373 = -1041542.025762
  nChanged 324
		SP:Iteration 3Q (6110.860000 sec): 3 clusters
  Score: Raw -1046082.108963 + Penalty 4401.587373 = -1041680.521590
  nChanged 236
		SP:Iteration 4Q (6110.890000 sec): 3 clusters
  Score: Raw -1046191.673146 + Penalty 4401.587373 = -1041790.085773
  nChanged 225
		SP:Iteration 5Q (6110.910000 sec): 3 clusters
  Score: Raw -1046301.534739 + Penalty 4401.587373 = -1041899.947367
  nChanged 206
		SP:Iteration 6Q (6110.940000 sec): 3 clusters
  Score: Raw -1046393.492067 + Penalty 4401.587373 = -1041991.904694
  nChanged 201
		SP:Iteration 7Q (6110.970000 sec): 3 clusters
  Score: Raw -1046484.900325 + Penalty 4401.587373 = -1042083.312952
  nChanged 189
		SP:Iteration 8Q (6110.990000 sec): 3 clusters
  Score: Raw -1046566.843985 + Penalty 4401.587373 = -1042165.256612
  nChanged 173
		SP:Iteration 9Q (6111.010000 sec): 3 clusters
  Score: Raw -1046639.756228 + Penalty 4401.587373 = -1042238.168855
  nChanged 183
		SP:Iteration 10Q (6111.040000 sec): 3 clusters
  Score: Raw -1046720.900672 + Penalty 4401.587373 = -1042319.313299
  nChanged 180
		SP:Iteration 11Q (6111.070000 sec): 3 clusters
  Score: Raw -1046809.091865 + Penalty 4401.587373 = -1042407.504492
  nChanged 191
		SP:Iteration 12Q (6111.090000 sec): 3 clusters
  Score: Raw -1046908.411966 + Penalty 4401.587373 = -1042506.824593
  nChanged 219
		SP:Iteration 13Q (6111.120000 sec): 3 clusters
  Score: Raw -1047032.316364 + Penalty 4401.587373 = -1042630.728991
  nChanged 236
		SP:Iteration 14Q (6111.140000 sec): 3 clusters
  Score: Raw -1047184.321618 + Penalty 4401.587373 = -1042782.734245
  nChanged 249
		SP:Iteration 15Q (6111.170000 sec): 3 clusters
  Score: Raw -1047357.570125 + Penalty 4401.587373 = -1042955.982752
  nChanged 240
		SP:Iteration 16Q (6111.190000 sec): 3 clusters
  Score: Raw -1047533.308350 + Penalty 4401.587373 = -1043131.720978
  nChanged 196
		SP:Iteration 17Q (6111.220000 sec): 3 clusters
  Score: Raw -1047666.135842 + Penalty 4401.587373 = -1043264.548469
  nChanged 171
		SP:Iteration 18Q (6111.240000 sec): 3 clusters
  Score: Raw -1047797.896167 + Penalty 4401.587373 = -1043396.308794
  nChanged 164
		SP:Iteration 19Q (6111.270000 sec): 3 clusters
  Score: Raw -1047930.253170 + Penalty 4401.587373 = -1043528.665797
  nChanged 117
		SP:Iteration 20F (6111.290000 sec): 3 clusters
  Score: Raw -1048010.810912 + Penalty 4401.587373 = -1043609.223539
  nChanged 61
		SP:Iteration 21Q (6111.310000 sec): 3 clusters
  Score: Raw -1048052.325687 + Penalty 4401.587373 = -1043650.738314
  nChanged 46
		SP:Iteration 22Q (6111.340000 sec): 3 clusters
  Score: Raw -1048087.927918 + Penalty 4401.587373 = -1043686.340545
  nChanged 28
		SP:Iteration 23Q (6111.360000 sec): 3 clusters
  Score: Raw -1048109.696045 + Penalty 4401.587373 = -1043708.108673
  nChanged 16
		SP:Iteration 24Q (6111.380000 sec): 3 clusters
  Score: Raw -1048124.999400 + Penalty 4401.587373 = -1043723.412027
  nChanged 8
		SP:Iteration 25Q (6111.400000 sec): 3 clusters
  Score: Raw -1048132.880117 + Penalty 4401.587373 = -1043731.292744
  nChanged 10
		SP:Iteration 26Q (6111.430000 sec): 3 clusters
  Score: Raw -1048142.012573 + Penalty 4401.587373 = -1043740.425200
  nChanged 14
		SP:Iteration 27Q (6111.450000 sec): 3 clusters
  Score: Raw -1048154.105927 + Penalty 4401.587373 = -1043752.518554
  nChanged 8
		SP:Iteration 28Q (6111.470000 sec): 3 clusters
  Score: Raw -1048160.065251 + Penalty 4401.587373 = -1043758.477878
  nChanged 5
		SP:Iteration 29Q (6111.490000 sec): 3 clusters
  Score: Raw -1048166.225614 + Penalty 4401.587373 = -1043764.638241
  nChanged 9
		SP:Iteration 30Q (6111.510000 sec): 3 clusters
  Score: Raw -1048174.868745 + Penalty 4401.587373 = -1043773.281372
  nChanged 6
		SP:Iteration 31Q (6111.530000 sec): 3 clusters
  Score: Raw -1048182.531340 + Penalty 4401.587373 = -1043780.943967
  nChanged 7
		SP:Iteration 32Q (6111.550000 sec): 3 clusters
  Score: Raw -1048191.641953 + Penalty 4401.587373 = -1043790.054580
  nChanged 5
		SP:Iteration 33Q (6111.580000 sec): 3 clusters
  Score: Raw -1048195.053316 + Penalty 4401.587373 = -1043793.465943
  nChanged 0
		SP:Iteration 34F (6111.600000 sec): 3 clusters
  Score: Raw -1048195.053316 + Penalty 4401.587373 = -1043793.465943
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7326 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6111.630000 sec): 2 clusters
  Score: Raw -1058531.145520 + Penalty 2206.997866 = -1056324.147654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6111.650000 sec): 3 clusters
  Score: Raw -1054773.204842 + Penalty 4413.995732 = -1050359.209110
  nChanged 2946
		SP:Iteration 1F (6111.680000 sec): 3 clusters
  Score: Raw -1056384.240155 + Penalty 4413.995732 = -1051970.244423
  nChanged 498
		SP:Iteration 2F (6111.710000 sec): 3 clusters
  Score: Raw -1056625.434214 + Penalty 4413.995732 = -1052211.438482
  nChanged 348
		SP:Iteration 3Q (6111.730000 sec): 3 clusters
  Score: Raw -1056778.945193 + Penalty 4413.995732 = -1052364.949461
  nChanged 278
		SP:Iteration 4Q (6111.760000 sec): 3 clusters
  Score: Raw -1056894.641936 + Penalty 4413.995732 = -1052480.646204
  nChanged 207
		SP:Iteration 5Q (6111.790000 sec): 3 clusters
  Score: Raw -1056971.797156 + Penalty 4413.995732 = -1052557.801424
  nChanged 165
		SP:Iteration 6Q (6111.810000 sec): 3 clusters
  Score: Raw -1057033.594197 + Penalty 4413.995732 = -1052619.598465
  nChanged 142
		SP:Iteration 7Q (6111.840000 sec): 3 clusters
  Score: Raw -1057088.873319 + Penalty 4413.995732 = -1052674.877587
  nChanged 134
		SP:Iteration 8Q (6111.870000 sec): 3 clusters
  Score: Raw -1057149.398743 + Penalty 4413.995732 = -1052735.403011
  nChanged 164
		SP:Iteration 9Q (6111.890000 sec): 3 clusters
  Score: Raw -1057224.486543 + Penalty 4413.995732 = -1052810.490811
  nChanged 154
		SP:Iteration 10Q (6111.920000 sec): 3 clusters
  Score: Raw -1057308.050829 + Penalty 4413.995732 = -1052894.055097
  nChanged 184
		SP:Iteration 11Q (6111.950000 sec): 3 clusters
  Score: Raw -1057407.094419 + Penalty 4413.995732 = -1052993.098687
  nChanged 201
		SP:Iteration 12Q (6111.970000 sec): 3 clusters
  Score: Raw -1057518.425832 + Penalty 4413.995732 = -1053104.430100
  nChanged 210
		SP:Iteration 13Q (6112.000000 sec): 3 clusters
  Score: Raw -1057637.102064 + Penalty 4413.995732 = -1053223.106332
  nChanged 204
		SP:Iteration 14Q (6112.030000 sec): 3 clusters
  Score: Raw -1057760.319527 + Penalty 4413.995732 = -1053346.323795
  nChanged 203
		SP:Iteration 15Q (6112.050000 sec): 3 clusters
  Score: Raw -1057870.701905 + Penalty 4413.995732 = -1053456.706174
  nChanged 177
		SP:Iteration 16Q (6112.080000 sec): 3 clusters
  Score: Raw -1057973.756827 + Penalty 4413.995732 = -1053559.761096
  nChanged 192
		SP:Iteration 17Q (6112.110000 sec): 3 clusters
  Score: Raw -1058073.325771 + Penalty 4413.995732 = -1053659.330039
  nChanged 165
		SP:Iteration 18Q (6112.130000 sec): 3 clusters
  Score: Raw -1058153.426431 + Penalty 4413.995732 = -1053739.430699
  nChanged 143
		SP:Iteration 19Q (6112.160000 sec): 3 clusters
  Score: Raw -1058230.928645 + Penalty 4413.995732 = -1053816.932913
  nChanged 138
		SP:Iteration 20F (6112.180000 sec): 3 clusters
  Score: Raw -1058288.599590 + Penalty 4413.995732 = -1053874.603858
  nChanged 114
		SP:Iteration 21Q (6112.210000 sec): 3 clusters
  Score: Raw -1058342.690319 + Penalty 4413.995732 = -1053928.694587
  nChanged 102
		SP:Iteration 22Q (6112.230000 sec): 3 clusters
  Score: Raw -1058389.808635 + Penalty 4413.995732 = -1053975.812903
  nChanged 82
		SP:Iteration 23Q (6112.260000 sec): 3 clusters
  Score: Raw -1058423.274412 + Penalty 4413.995732 = -1054009.278680
  nChanged 64
		SP:Iteration 24Q (6112.290000 sec): 3 clusters
  Score: Raw -1058446.814374 + Penalty 4413.995732 = -1054032.818642
  nChanged 52
		SP:Iteration 25Q (6112.310000 sec): 3 clusters
  Score: Raw -1058464.167309 + Penalty 4413.995732 = -1054050.171577
  nChanged 40
		SP:Iteration 26Q (6112.330000 sec): 3 clusters
  Score: Raw -1058474.184977 + Penalty 4413.995732 = -1054060.189245
  nChanged 26
		SP:Iteration 27Q (6112.360000 sec): 3 clusters
  Score: Raw -1058481.488484 + Penalty 4413.995732 = -1054067.492752
  nChanged 33
		SP:Iteration 28Q (6112.390000 sec): 3 clusters
  Score: Raw -1058490.190543 + Penalty 4413.995732 = -1054076.194811
  nChanged 38
		SP:Iteration 29Q (6112.410000 sec): 3 clusters
  Score: Raw -1058502.430732 + Penalty 4413.995732 = -1054088.435000
  nChanged 36
		SP:Iteration 30Q (6112.430000 sec): 3 clusters
  Score: Raw -1058512.986625 + Penalty 4413.995732 = -1054098.990893
  nChanged 29
		SP:Iteration 31Q (6112.460000 sec): 3 clusters
  Score: Raw -1058520.981939 + Penalty 4413.995732 = -1054106.986207
  nChanged 31
		SP:Iteration 32Q (6112.490000 sec): 3 clusters
  Score: Raw -1058530.503282 + Penalty 4413.995732 = -1054116.507550
  nChanged 27
		SP:Iteration 33Q (6112.510000 sec): 3 clusters
  Score: Raw -1058537.326198 + Penalty 4413.995732 = -1054123.330466
  nChanged 16
		SP:Iteration 34Q (6112.530000 sec): 3 clusters
  Score: Raw -1058541.882916 + Penalty 4413.995732 = -1054127.887184
  nChanged 25
		SP:Iteration 35Q (6112.560000 sec): 3 clusters
  Score: Raw -1058549.860452 + Penalty 4413.995732 = -1054135.864720
  nChanged 27
		SP:Iteration 36Q (6112.580000 sec): 3 clusters
  Score: Raw -1058557.703893 + Penalty 4413.995732 = -1054143.708161
  nChanged 19
		SP:Iteration 37Q (6112.610000 sec): 3 clusters
  Score: Raw -1058562.579034 + Penalty 4413.995732 = -1054148.583303
  nChanged 13
		SP:Iteration 38Q (6112.630000 sec): 3 clusters
  Score: Raw -1058565.691632 + Penalty 4413.995732 = -1054151.695900
  nChanged 12
		SP:Iteration 39Q (6112.660000 sec): 3 clusters
  Score: Raw -1058568.651543 + Penalty 4413.995732 = -1054154.655811
  nChanged 12
		SP:Iteration 40F (6112.690000 sec): 3 clusters
  Score: Raw -1058570.831947 + Penalty 4413.995732 = -1054156.836216
  nChanged 12
		SP:Iteration 41Q (6112.710000 sec): 3 clusters
  Score: Raw -1058573.557041 + Penalty 4413.995732 = -1054159.561309
  nChanged 12
		SP:Iteration 42Q (6112.730000 sec): 3 clusters
  Score: Raw -1058575.806760 + Penalty 4413.995732 = -1054161.811028
  nChanged 7
		SP:Iteration 43Q (6112.760000 sec): 3 clusters
  Score: Raw -1058577.316291 + Penalty 4413.995732 = -1054163.320559
  nChanged 5
		SP:Iteration 44Q (6112.780000 sec): 3 clusters
  Score: Raw -1058578.682123 + Penalty 4413.995732 = -1054164.686391
  nChanged 4
		SP:Iteration 45Q (6112.810000 sec): 3 clusters
  Score: Raw -1058579.497528 + Penalty 4413.995732 = -1054165.501796
  nChanged 6
		SP:Iteration 46Q (6112.830000 sec): 3 clusters
  Score: Raw -1058580.603486 + Penalty 4413.995732 = -1054166.607754
  nChanged 5
		SP:Iteration 47Q (6112.860000 sec): 3 clusters
  Score: Raw -1058581.696578 + Penalty 4413.995732 = -1054167.700846
  nChanged 4
		SP:Iteration 48Q (6112.880000 sec): 3 clusters
  Score: Raw -1058582.263700 + Penalty 4413.995732 = -1054168.267968
  nChanged 5
		SP:Iteration 49Q (6112.910000 sec): 3 clusters
  Score: Raw -1058582.716939 + Penalty 4413.995732 = -1054168.721207
  nChanged 3
		SP:Iteration 50Q (6112.930000 sec): 3 clusters
  Score: Raw -1058583.401106 + Penalty 4413.995732 = -1054169.405374
  nChanged 3
		SP:Iteration 51Q (6112.960000 sec): 3 clusters
  Score: Raw -1058583.768401 + Penalty 4413.995732 = -1054169.772669
  nChanged 2
		SP:Iteration 52Q (6112.980000 sec): 3 clusters
  Score: Raw -1058584.748438 + Penalty 4413.995732 = -1054170.752706
  nChanged 2
		SP:Iteration 53Q (6113.010000 sec): 3 clusters
  Score: Raw -1058585.143695 + Penalty 4413.995732 = -1054171.147963
  nChanged 1
		SP:Iteration 54Q (6113.030000 sec): 3 clusters
  Score: Raw -1058585.292485 + Penalty 4413.995732 = -1054171.296753
  nChanged 1
		SP:Iteration 55Q (6113.050000 sec): 3 clusters
  Score: Raw -1058585.435745 + Penalty 4413.995732 = -1054171.440013
  nChanged 4
		SP:Iteration 56Q (6113.080000 sec): 3 clusters
  Score: Raw -1058586.443629 + Penalty 4413.995732 = -1054172.447897
  nChanged 3
		SP:Iteration 57Q (6113.110000 sec): 3 clusters
  Score: Raw -1058587.044807 + Penalty 4413.995732 = -1054173.049076
  nChanged 3
		SP:Iteration 58Q (6113.130000 sec): 3 clusters
  Score: Raw -1058587.648168 + Penalty 4413.995732 = -1054173.652437
  nChanged 4
		SP:Iteration 59Q (6113.150000 sec): 3 clusters
  Score: Raw -1058588.161569 + Penalty 4413.995732 = -1054174.165837
  nChanged 3
		SP:Iteration 60F (6113.180000 sec): 3 clusters
  Score: Raw -1058588.740970 + Penalty 4413.995732 = -1054174.745238
  nChanged 5
		SP:Iteration 61Q (6113.210000 sec): 3 clusters
  Score: Raw -1058589.428216 + Penalty 4413.995732 = -1054175.432484
  nChanged 2
		SP:Iteration 62Q (6113.230000 sec): 3 clusters
  Score: Raw -1058589.708235 + Penalty 4413.995732 = -1054175.712503
  nChanged 5
		SP:Iteration 63Q (6113.250000 sec): 3 clusters
  Score: Raw -1058591.002370 + Penalty 4413.995732 = -1054177.006638
  nChanged 4
		SP:Iteration 64Q (6113.280000 sec): 3 clusters
  Score: Raw -1058591.875803 + Penalty 4413.995732 = -1054177.880071
  nChanged 2
		SP:Iteration 65Q (6113.300000 sec): 3 clusters
  Score: Raw -1058592.103959 + Penalty 4413.995732 = -1054178.108227
  nChanged 0
		SP:Iteration 66F (6113.330000 sec): 3 clusters
  Score: Raw -1058592.103959 + Penalty 4413.995732 = -1054178.108227
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6113.430000 sec): 2 clusters
  Score: Raw -4011803.400024 + Penalty 2531.919617 = -4009271.480406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6113.530000 sec): 3 clusters
  Score: Raw -3995577.362735 + Penalty 5063.839235 = -3990513.523501
  nChanged 12138
		SP:Iteration 1F (6113.630000 sec): 3 clusters
  Score: Raw -4002113.495928 + Penalty 5063.839235 = -3997049.656693
  nChanged 1349
		SP:Iteration 2Q (6113.730000 sec): 3 clusters
  Score: Raw -4002607.988935 + Penalty 5063.839235 = -3997544.149701
  nChanged 1350
		SP:Iteration 3Q (6113.830000 sec): 3 clusters
  Score: Raw -4003152.432969 + Penalty 5063.839235 = -3998088.593734
  nChanged 1365
		SP:Iteration 4F (6113.930000 sec): 3 clusters
  Score: Raw -4003765.932490 + Penalty 5063.839235 = -3998702.093256
  nChanged 1409
		SP:Iteration 5F (6114.030000 sec): 3 clusters
  Score: Raw -4004463.094949 + Penalty 5063.839235 = -3999399.255715
  nChanged 1487
		SP:Iteration 6F (6114.130000 sec): 3 clusters
  Score: Raw -4005271.320227 + Penalty 5063.839235 = -4000207.480993
  nChanged 1557
		SP:Iteration 7F (6114.230000 sec): 3 clusters
  Score: Raw -4006166.072857 + Penalty 5063.839235 = -4001102.233622
  nChanged 1494
		SP:Iteration 8F (6114.330000 sec): 3 clusters
  Score: Raw -4007066.330538 + Penalty 5063.839235 = -4002002.491303
  nChanged 1309
		SP:Iteration 9Q (6114.430000 sec): 3 clusters
  Score: Raw -4007915.578935 + Penalty 5063.839235 = -4002851.739700
  nChanged 1226
		SP:Iteration 10Q (6114.530000 sec): 3 clusters
  Score: Raw -4008790.737427 + Penalty 5063.839235 = -4003726.898193
  nChanged 1044
		SP:Iteration 11Q (6114.640000 sec): 3 clusters
  Score: Raw -4009587.477146 + Penalty 5063.839235 = -4004523.637911
  nChanged 860
		SP:Iteration 12Q (6114.740000 sec): 3 clusters
  Score: Raw -4010192.745527 + Penalty 5063.839235 = -4005128.906292
  nChanged 648
		SP:Iteration 13Q (6114.830000 sec): 3 clusters
  Score: Raw -4010597.475231 + Penalty 5063.839235 = -4005533.635997
  nChanged 490
		SP:Iteration 14Q (6114.930000 sec): 3 clusters
  Score: Raw -4010860.441364 + Penalty 5063.839235 = -4005796.602130
  nChanged 372
		SP:Iteration 15Q (6115.020000 sec): 3 clusters
  Score: Raw -4011026.331784 + Penalty 5063.839235 = -4005962.492550
  nChanged 288
		SP:Iteration 16Q (6115.110000 sec): 3 clusters
  Score: Raw -4011140.775166 + Penalty 5063.839235 = -4006076.935931
  nChanged 243
		SP:Iteration 17Q (6115.190000 sec): 3 clusters
  Score: Raw -4011225.808577 + Penalty 5063.839235 = -4006161.969343
  nChanged 212
		SP:Iteration 18Q (6115.280000 sec): 3 clusters
  Score: Raw -4011302.705145 + Penalty 5063.839235 = -4006238.865911
  nChanged 212
		SP:Iteration 19Q (6115.370000 sec): 3 clusters
  Score: Raw -4011383.356354 + Penalty 5063.839235 = -4006319.517119
  nChanged 215
		SP:Iteration 20F (6115.470000 sec): 3 clusters
  Score: Raw -4011466.078030 + Penalty 5063.839235 = -4006402.238795
  nChanged 229
		SP:Iteration 21Q (6115.550000 sec): 3 clusters
  Score: Raw -4011552.731124 + Penalty 5063.839235 = -4006488.891889
  nChanged 210
		SP:Iteration 22Q (6115.630000 sec): 3 clusters
  Score: Raw -4011627.852853 + Penalty 5063.839235 = -4006564.013619
  nChanged 182
		SP:Iteration 23Q (6115.710000 sec): 3 clusters
  Score: Raw -4011691.895195 + Penalty 5063.839235 = -4006628.055961
  nChanged 164
		SP:Iteration 24Q (6115.790000 sec): 3 clusters
  Score: Raw -4011748.488840 + Penalty 5063.839235 = -4006684.649606
  nChanged 139
		SP:Iteration 25Q (6115.870000 sec): 3 clusters
  Score: Raw -4011795.851852 + Penalty 5063.839235 = -4006732.012618
  nChanged 131
		SP:Iteration 26Q (6115.950000 sec): 3 clusters
  Score: Raw -4011845.928394 + Penalty 5063.839235 = -4006782.089160
  nChanged 120
		SP:Iteration 27Q (6116.030000 sec): 3 clusters
  Score: Raw -4011886.642308 + Penalty 5063.839235 = -4006822.803074
  nChanged 98
		SP:Iteration 28Q (6116.110000 sec): 3 clusters
  Score: Raw -4011917.439614 + Penalty 5063.839235 = -4006853.600379
  nChanged 81
		SP:Iteration 29Q (6116.180000 sec): 3 clusters
  Score: Raw -4011945.238261 + Penalty 5063.839235 = -4006881.399026
  nChanged 84
		SP:Iteration 30Q (6116.260000 sec): 3 clusters
  Score: Raw -4011972.579876 + Penalty 5063.839235 = -4006908.740641
  nChanged 66
		SP:Iteration 31Q (6116.330000 sec): 3 clusters
  Score: Raw -4011990.197505 + Penalty 5063.839235 = -4006926.358271
  nChanged 49
		SP:Iteration 32Q (6116.410000 sec): 3 clusters
  Score: Raw -4012004.902432 + Penalty 5063.839235 = -4006941.063197
  nChanged 40
		SP:Iteration 33Q (6116.490000 sec): 3 clusters
  Score: Raw -4012015.696580 + Penalty 5063.839235 = -4006951.857346
  nChanged 40
		SP:Iteration 34Q (6116.560000 sec): 3 clusters
  Score: Raw -4012026.265963 + Penalty 5063.839235 = -4006962.426728
  nChanged 31
		SP:Iteration 35Q (6116.640000 sec): 3 clusters
  Score: Raw -4012034.784097 + Penalty 5063.839235 = -4006970.944863
  nChanged 30
		SP:Iteration 36Q (6116.710000 sec): 3 clusters
  Score: Raw -4012044.428146 + Penalty 5063.839235 = -4006980.588912
  nChanged 40
		SP:Iteration 37Q (6116.790000 sec): 3 clusters
  Score: Raw -4012056.639869 + Penalty 5063.839235 = -4006992.800634
  nChanged 36
		SP:Iteration 38Q (6116.870000 sec): 3 clusters
  Score: Raw -4012068.038594 + Penalty 5063.839235 = -4007004.199359
  nChanged 29
		SP:Iteration 39Q (6116.940000 sec): 3 clusters
  Score: Raw -4012075.329974 + Penalty 5063.839235 = -4007011.490739
  nChanged 26
		SP:Iteration 40F (6117.040000 sec): 3 clusters
  Score: Raw -4012082.817746 + Penalty 5063.839235 = -4007018.978511
  nChanged 21
		SP:Iteration 41Q (6117.120000 sec): 3 clusters
  Score: Raw -4012088.913760 + Penalty 5063.839235 = -4007025.074525
  nChanged 25
		SP:Iteration 42Q (6117.190000 sec): 3 clusters
  Score: Raw -4012094.758363 + Penalty 5063.839235 = -4007030.919128
  nChanged 28
		SP:Iteration 43Q (6117.270000 sec): 3 clusters
  Score: Raw -4012101.570284 + Penalty 5063.839235 = -4007037.731050
  nChanged 20
		SP:Iteration 44Q (6117.340000 sec): 3 clusters
  Score: Raw -4012107.557640 + Penalty 5063.839235 = -4007043.718405
  nChanged 21
		SP:Iteration 45Q (6117.410000 sec): 3 clusters
  Score: Raw -4012114.837310 + Penalty 5063.839235 = -4007050.998075
  nChanged 26
		SP:Iteration 46Q (6117.490000 sec): 3 clusters
  Score: Raw -4012123.889378 + Penalty 5063.839235 = -4007060.050144
  nChanged 27
		SP:Iteration 47Q (6117.560000 sec): 3 clusters
  Score: Raw -4012132.634249 + Penalty 5063.839235 = -4007068.795014
  nChanged 24
		SP:Iteration 48Q (6117.640000 sec): 3 clusters
  Score: Raw -4012139.539625 + Penalty 5063.839235 = -4007075.700391
  nChanged 19
		SP:Iteration 49Q (6117.710000 sec): 3 clusters
  Score: Raw -4012144.826903 + Penalty 5063.839235 = -4007080.987669
  nChanged 19
		SP:Iteration 50Q (6117.790000 sec): 3 clusters
  Score: Raw -4012149.449872 + Penalty 5063.839235 = -4007085.610638
  nChanged 7
		SP:Iteration 51Q (6117.860000 sec): 3 clusters
  Score: Raw -4012150.772380 + Penalty 5063.839235 = -4007086.933146
  nChanged 5
		SP:Iteration 52Q (6117.930000 sec): 3 clusters
  Score: Raw -4012151.677780 + Penalty 5063.839235 = -4007087.838545
  nChanged 6
		SP:Iteration 53Q (6118.010000 sec): 3 clusters
  Score: Raw -4012153.314753 + Penalty 5063.839235 = -4007089.475518
  nChanged 5
		SP:Iteration 54Q (6118.080000 sec): 3 clusters
  Score: Raw -4012154.776655 + Penalty 5063.839235 = -4007090.937420
  nChanged 6
		SP:Iteration 55Q (6118.150000 sec): 3 clusters
  Score: Raw -4012157.713900 + Penalty 5063.839235 = -4007093.874666
  nChanged 11
		SP:Iteration 56Q (6118.230000 sec): 3 clusters
  Score: Raw -4012160.894046 + Penalty 5063.839235 = -4007097.054812
  nChanged 12
		SP:Iteration 57Q (6118.300000 sec): 3 clusters
  Score: Raw -4012164.750896 + Penalty 5063.839235 = -4007100.911662
  nChanged 17
		SP:Iteration 58Q (6118.380000 sec): 3 clusters
  Score: Raw -4012169.355222 + Penalty 5063.839235 = -4007105.515988
  nChanged 10
		SP:Iteration 59Q (6118.450000 sec): 3 clusters
  Score: Raw -4012172.187367 + Penalty 5063.839235 = -4007108.348132
  nChanged 7
		SP:Iteration 60F (6118.560000 sec): 3 clusters
  Score: Raw -4012174.467660 + Penalty 5063.839235 = -4007110.628425
  nChanged 7
		SP:Iteration 61Q (6118.630000 sec): 3 clusters
  Score: Raw -4012175.978499 + Penalty 5063.839235 = -4007112.139265
  nChanged 3
		SP:Iteration 62Q (6118.700000 sec): 3 clusters
  Score: Raw -4012176.523925 + Penalty 5063.839235 = -4007112.684691
  nChanged 5
		SP:Iteration 63Q (6118.780000 sec): 3 clusters
  Score: Raw -4012177.330564 + Penalty 5063.839235 = -4007113.491330
  nChanged 3
		SP:Iteration 64Q (6118.850000 sec): 3 clusters
  Score: Raw -4012177.820382 + Penalty 5063.839235 = -4007113.981148
  nChanged 1
		SP:Iteration 65Q (6118.930000 sec): 3 clusters
  Score: Raw -4012178.027687 + Penalty 5063.839235 = -4007114.188452
  nChanged 1
		SP:Iteration 66Q (6119.000000 sec): 3 clusters
  Score: Raw -4012178.375518 + Penalty 5063.839235 = -4007114.536283
  nChanged 2
		SP:Iteration 67Q (6119.070000 sec): 3 clusters
  Score: Raw -4012179.032840 + Penalty 5063.839235 = -4007115.193606
  nChanged 2
		SP:Iteration 68Q (6119.150000 sec): 3 clusters
  Score: Raw -4012179.746279 + Penalty 5063.839235 = -4007115.907045
  nChanged 2
		SP:Iteration 69Q (6119.220000 sec): 3 clusters
  Score: Raw -4012180.056743 + Penalty 5063.839235 = -4007116.217508
  nChanged 2
		SP:Iteration 70Q (6119.290000 sec): 3 clusters
  Score: Raw -4012180.323984 + Penalty 5063.839235 = -4007116.484749
  nChanged 0
		SP:Iteration 71F (6119.390000 sec): 3 clusters
  Score: Raw -4012180.323984 + Penalty 5063.839235 = -4007116.484749
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6119.470000 sec): 2 clusters
  Score: Raw -3327355.762257 + Penalty 2501.290992 = -3324854.471265
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6119.560000 sec): 3 clusters
  Score: Raw -3313252.432437 + Penalty 5002.581984 = -3308249.850453
  nChanged 10600
		SP:Iteration 1F (6119.650000 sec): 3 clusters
  Score: Raw -3319238.594260 + Penalty 5002.581984 = -3314236.012276
  nChanged 1389
		SP:Iteration 2F (6119.730000 sec): 3 clusters
  Score: Raw -3319887.191658 + Penalty 5002.581984 = -3314884.609673
  nChanged 1293
		SP:Iteration 3F (6119.830000 sec): 3 clusters
  Score: Raw -3320544.154269 + Penalty 5002.581984 = -3315541.572285
  nChanged 1289
		SP:Iteration 4F (6119.910000 sec): 3 clusters
  Score: Raw -3321287.597352 + Penalty 5002.581984 = -3316285.015367
  nChanged 1375
		SP:Iteration 5F (6120.000000 sec): 3 clusters
  Score: Raw -3322208.464778 + Penalty 5002.581984 = -3317205.882794
  nChanged 1424
		SP:Iteration 6F (6120.090000 sec): 3 clusters
  Score: Raw -3323216.743912 + Penalty 5002.581984 = -3318214.161927
  nChanged 1379
		SP:Iteration 7F (6120.170000 sec): 3 clusters
  Score: Raw -3324285.385150 + Penalty 5002.581984 = -3319282.803166
  nChanged 1243
		SP:Iteration 8F (6120.260000 sec): 3 clusters
  Score: Raw -3325334.584946 + Penalty 5002.581984 = -3320332.002961
  nChanged 1015
		SP:Iteration 9Q (6120.350000 sec): 3 clusters
  Score: Raw -3326267.236756 + Penalty 5002.581984 = -3321264.654771
  nChanged 689
		SP:Iteration 10Q (6120.430000 sec): 3 clusters
  Score: Raw -3326917.167191 + Penalty 5002.581984 = -3321914.585206
  nChanged 414
		SP:Iteration 11Q (6120.510000 sec): 3 clusters
  Score: Raw -3327313.014398 + Penalty 5002.581984 = -3322310.432414
  nChanged 243
		SP:Iteration 12Q (6120.580000 sec): 3 clusters
  Score: Raw -3327508.203598 + Penalty 5002.581984 = -3322505.621613
  nChanged 136
		SP:Iteration 13Q (6120.650000 sec): 3 clusters
  Score: Raw -3327610.363911 + Penalty 5002.581984 = -3322607.781927
  nChanged 91
		SP:Iteration 14Q (6120.710000 sec): 3 clusters
  Score: Raw -3327671.935464 + Penalty 5002.581984 = -3322669.353479
  nChanged 67
		SP:Iteration 15Q (6120.780000 sec): 3 clusters
  Score: Raw -3327715.837979 + Penalty 5002.581984 = -3322713.255994
  nChanged 45
		SP:Iteration 16Q (6120.840000 sec): 3 clusters
  Score: Raw -3327749.233481 + Penalty 5002.581984 = -3322746.651497
  nChanged 38
		SP:Iteration 17Q (6120.910000 sec): 3 clusters
  Score: Raw -3327778.536003 + Penalty 5002.581984 = -3322775.954019
  nChanged 28
		SP:Iteration 18Q (6120.970000 sec): 3 clusters
  Score: Raw -3327799.448769 + Penalty 5002.581984 = -3322796.866785
  nChanged 18
		SP:Iteration 19Q (6121.040000 sec): 3 clusters
  Score: Raw -3327809.807271 + Penalty 5002.581984 = -3322807.225286
  nChanged 15
		SP:Iteration 20F (6121.120000 sec): 3 clusters
  Score: Raw -3327819.832872 + Penalty 5002.581984 = -3322817.250887
  nChanged 16
		SP:Iteration 21Q (6121.190000 sec): 3 clusters
  Score: Raw -3327828.925962 + Penalty 5002.581984 = -3322826.343977
  nChanged 13
		SP:Iteration 22Q (6121.250000 sec): 3 clusters
  Score: Raw -3327834.517627 + Penalty 5002.581984 = -3322831.935642
  nChanged 8
		SP:Iteration 23Q (6121.310000 sec): 3 clusters
  Score: Raw -3327837.976869 + Penalty 5002.581984 = -3322835.394884
  nChanged 8
		SP:Iteration 24Q (6121.380000 sec): 3 clusters
  Score: Raw -3327843.856858 + Penalty 5002.581984 = -3322841.274874
  nChanged 9
		SP:Iteration 25Q (6121.440000 sec): 3 clusters
  Score: Raw -3327849.320754 + Penalty 5002.581984 = -3322846.738770
  nChanged 9
		SP:Iteration 26Q (6121.510000 sec): 3 clusters
  Score: Raw -3327853.314212 + Penalty 5002.581984 = -3322850.732228
  nChanged 5
		SP:Iteration 27Q (6121.570000 sec): 3 clusters
  Score: Raw -3327857.072402 + Penalty 5002.581984 = -3322854.490417
  nChanged 6
		SP:Iteration 28Q (6121.630000 sec): 3 clusters
  Score: Raw -3327862.961586 + Penalty 5002.581984 = -3322860.379602
  nChanged 5
		SP:Iteration 29Q (6121.700000 sec): 3 clusters
  Score: Raw -3327866.320504 + Penalty 5002.581984 = -3322863.738519
  nChanged 1
		SP:Iteration 30Q (6121.760000 sec): 3 clusters
  Score: Raw -3327866.774944 + Penalty 5002.581984 = -3322864.192960
  nChanged 1
		SP:Iteration 31Q (6121.820000 sec): 3 clusters
  Score: Raw -3327867.162606 + Penalty 5002.581984 = -3322864.580622
  nChanged 0
		SP:Iteration 32F (6121.910000 sec): 3 clusters
  Score: Raw -3327867.162606 + Penalty 5002.581984 = -3322864.580622
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6121.930000 sec): 2 clusters
  Score: Raw -493895.315700 + Penalty 2018.942818 = -491876.372882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6121.940000 sec): 3 clusters
  Score: Raw -492413.116208 + Penalty 4037.885636 = -488375.230572
  nChanged 1210
		SP:Iteration 1F (6121.950000 sec): 3 clusters
  Score: Raw -493189.851311 + Penalty 4037.885636 = -489151.965675
  nChanged 276
		SP:Iteration 2F (6121.970000 sec): 3 clusters
  Score: Raw -493418.601602 + Penalty 4037.885636 = -489380.715965
  nChanged 217
		SP:Iteration 3F (6121.980000 sec): 3 clusters
  Score: Raw -493609.873731 + Penalty 4037.885636 = -489571.988094
  nChanged 169
		SP:Iteration 4Q (6121.990000 sec): 3 clusters
  Score: Raw -493775.857248 + Penalty 4037.885636 = -489737.971611
  nChanged 168
		SP:Iteration 5Q (6122.010000 sec): 3 clusters
  Score: Raw -493958.226517 + Penalty 4037.885636 = -489920.340881
  nChanged 176
		SP:Iteration 6F (6122.020000 sec): 3 clusters
  Score: Raw -494188.752595 + Penalty 4037.885636 = -490150.866959
  nChanged 166
		SP:Iteration 7Q (6122.030000 sec): 3 clusters
  Score: Raw -494379.362782 + Penalty 4037.885636 = -490341.477146
  nChanged 124
		SP:Iteration 8Q (6122.040000 sec): 3 clusters
  Score: Raw -494524.316448 + Penalty 4037.885636 = -490486.430812
  nChanged 107
		SP:Iteration 9Q (6122.050000 sec): 3 clusters
  Score: Raw -494659.077147 + Penalty 4037.885636 = -490621.191510
  nChanged 100
		SP:Iteration 10Q (6122.070000 sec): 3 clusters
  Score: Raw -494803.256283 + Penalty 4037.885636 = -490765.370647
  nChanged 118
		SP:Iteration 11Q (6122.080000 sec): 3 clusters
  Score: Raw -494981.850625 + Penalty 4037.885636 = -490943.964988
  nChanged 116
		SP:Iteration 12Q (6122.090000 sec): 3 clusters
  Score: Raw -495149.370065 + Penalty 4037.885636 = -491111.484428
  nChanged 86
		SP:Iteration 13Q (6122.100000 sec): 3 clusters
  Score: Raw -495250.412727 + Penalty 4037.885636 = -491212.527090
  nChanged 84
		SP:Iteration 14Q (6122.110000 sec): 3 clusters
  Score: Raw -495336.883736 + Penalty 4037.885636 = -491298.998100
  nChanged 61
		SP:Iteration 15Q (6122.120000 sec): 3 clusters
  Score: Raw -495389.117768 + Penalty 4037.885636 = -491351.232132
  nChanged 54
		SP:Iteration 16Q (6122.130000 sec): 3 clusters
  Score: Raw -495430.631750 + Penalty 4037.885636 = -491392.746114
  nChanged 48
		SP:Iteration 17Q (6122.140000 sec): 3 clusters
  Score: Raw -495466.927291 + Penalty 4037.885636 = -491429.041654
  nChanged 48
		SP:Iteration 18Q (6122.150000 sec): 3 clusters
  Score: Raw -495500.255975 + Penalty 4037.885636 = -491462.370339
  nChanged 35
		SP:Iteration 19Q (6122.160000 sec): 3 clusters
  Score: Raw -495522.467478 + Penalty 4037.885636 = -491484.581841
  nChanged 28
		SP:Iteration 20F (6122.170000 sec): 3 clusters
  Score: Raw -495539.915549 + Penalty 4037.885636 = -491502.029913
  nChanged 27
		SP:Iteration 21Q (6122.190000 sec): 3 clusters
  Score: Raw -495556.696236 + Penalty 4037.885636 = -491518.810599
  nChanged 26
		SP:Iteration 22Q (6122.190000 sec): 3 clusters
  Score: Raw -495569.750241 + Penalty 4037.885636 = -491531.864605
  nChanged 15
		SP:Iteration 23Q (6122.210000 sec): 3 clusters
  Score: Raw -495574.995492 + Penalty 4037.885636 = -491537.109856
  nChanged 11
		SP:Iteration 24Q (6122.210000 sec): 3 clusters
  Score: Raw -495580.311330 + Penalty 4037.885636 = -491542.425693
  nChanged 9
		SP:Iteration 25Q (6122.230000 sec): 3 clusters
  Score: Raw -495584.130466 + Penalty 4037.885636 = -491546.244830
  nChanged 8
		SP:Iteration 26Q (6122.230000 sec): 3 clusters
  Score: Raw -495587.494411 + Penalty 4037.885636 = -491549.608774
  nChanged 4
		SP:Iteration 27Q (6122.250000 sec): 3 clusters
  Score: Raw -495588.062259 + Penalty 4037.885636 = -491550.176622
  nChanged 2
		SP:Iteration 28Q (6122.260000 sec): 3 clusters
  Score: Raw -495588.853823 + Penalty 4037.885636 = -491550.968187
  nChanged 5
		SP:Iteration 29Q (6122.270000 sec): 3 clusters
  Score: Raw -495590.900287 + Penalty 4037.885636 = -491553.014651
  nChanged 5
		SP:Iteration 30Q (6122.280000 sec): 3 clusters
  Score: Raw -495593.021256 + Penalty 4037.885636 = -491555.135620
  nChanged 4
		SP:Iteration 31Q (6122.290000 sec): 3 clusters
  Score: Raw -495595.249246 + Penalty 4037.885636 = -491557.363610
  nChanged 3
		SP:Iteration 32Q (6122.300000 sec): 3 clusters
  Score: Raw -495596.464069 + Penalty 4037.885636 = -491558.578432
  nChanged 2
		SP:Iteration 33Q (6122.310000 sec): 3 clusters
  Score: Raw -495597.189820 + Penalty 4037.885636 = -491559.304183
  nChanged 2
		SP:Iteration 34Q (6122.320000 sec): 3 clusters
  Score: Raw -495597.786656 + Penalty 4037.885636 = -491559.901019
  nChanged 1
		SP:Iteration 35Q (6122.330000 sec): 3 clusters
  Score: Raw -495597.970177 + Penalty 4037.885636 = -491560.084541
  nChanged 1
		SP:Iteration 36Q (6122.340000 sec): 3 clusters
  Score: Raw -495598.090189 + Penalty 4037.885636 = -491560.204552
  nChanged 0
		SP:Iteration 37F (6122.350000 sec): 3 clusters
  Score: Raw -495598.090189 + Penalty 4037.885636 = -491560.204552
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6122.350000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6122.360000 sec): 3 clusters
  Score: Raw -126948.035820 + Penalty 3350.283633 = -123597.752187
  nChanged 201
		SP:Iteration 1F (6122.360000 sec): 3 clusters
  Score: Raw -127195.484876 + Penalty 3350.283633 = -123845.201243
  nChanged 38
		SP:Iteration 2Q (6122.370000 sec): 3 clusters
  Score: Raw -127275.347124 + Penalty 3350.283633 = -123925.063490
  nChanged 32
		SP:Iteration 3Q (6122.370000 sec): 3 clusters
  Score: Raw -127334.115570 + Penalty 3350.283633 = -123983.831936
  nChanged 25
		SP:Iteration 4Q (6122.370000 sec): 3 clusters
  Score: Raw -127375.793814 + Penalty 3350.283633 = -124025.510181
  nChanged 9
		SP:Iteration 5Q (6122.370000 sec): 3 clusters
  Score: Raw -127389.531074 + Penalty 3350.283633 = -124039.247440
  nChanged 9
		SP:Iteration 6Q (6122.380000 sec): 3 clusters
  Score: Raw -127407.633008 + Penalty 3350.283633 = -124057.349375
  nChanged 10
		SP:Iteration 7Q (6122.380000 sec): 3 clusters
  Score: Raw -127419.041451 + Penalty 3350.283633 = -124068.757818
  nChanged 4
		SP:Iteration 8Q (6122.380000 sec): 3 clusters
  Score: Raw -127423.685976 + Penalty 3350.283633 = -124073.402343
  nChanged 3
		SP:Iteration 9Q (6122.390000 sec): 3 clusters
  Score: Raw -127427.076206 + Penalty 3350.283633 = -124076.792572
  nChanged 3
		SP:Iteration 10Q (6122.390000 sec): 3 clusters
  Score: Raw -127430.731841 + Penalty 3350.283633 = -124080.448208
  nChanged 3
		SP:Iteration 11Q (6122.390000 sec): 3 clusters
  Score: Raw -127435.819574 + Penalty 3350.283633 = -124085.535941
  nChanged 2
		SP:Iteration 12Q (6122.390000 sec): 3 clusters
  Score: Raw -127439.671705 + Penalty 3350.283633 = -124089.388071
  nChanged 2
		SP:Iteration 13Q (6122.400000 sec): 3 clusters
  Score: Raw -127441.145555 + Penalty 3350.283633 = -124090.861921
  nChanged 1
		SP:Iteration 14Q (6122.400000 sec): 3 clusters
  Score: Raw -127442.033958 + Penalty 3350.283633 = -124091.750325
  nChanged 0
		SP:Iteration 15F (6122.400000 sec): 3 clusters
  Score: Raw -127442.033958 + Penalty 3350.283633 = -124091.750325
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6122.410000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6122.410000 sec): 3 clusters
  Score: Raw -33638.118928 + Penalty 2756.186719 = -30881.932210
  nChanged 37
		SP:Iteration 1F (6122.410000 sec): 3 clusters
  Score: Raw -33759.621078 + Penalty 2756.186719 = -31003.434359
  nChanged 9
		SP:Iteration 2Q (6122.410000 sec): 3 clusters
  Score: Raw -33797.341710 + Penalty 2756.186719 = -31041.154991
  nChanged 4
		SP:Iteration 3Q (6122.410000 sec): 3 clusters
  Score: Raw -33820.702978 + Penalty 2756.186719 = -31064.516260
  nChanged 6
		SP:Iteration 4Q (6122.410000 sec): 3 clusters
  Score: Raw -33844.923068 + Penalty 2756.186719 = -31088.736349
  nChanged 4
		SP:Iteration 5Q (6122.410000 sec): 3 clusters
  Score: Raw -33852.692494 + Penalty 2756.186719 = -31096.505775
  nChanged 1
		SP:Iteration 6Q (6122.410000 sec): 3 clusters
  Score: Raw -33857.638116 + Penalty 2756.186719 = -31101.451397
  nChanged 1
		SP:Iteration 7Q (6122.410000 sec): 3 clusters
  Score: Raw -33861.262424 + Penalty 2756.186719 = -31105.075705
  nChanged 0
		SP:Iteration 8F (6122.410000 sec): 3 clusters
  Score: Raw -33861.262424 + Penalty 2756.186719 = -31105.075705
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13714 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6122.460000 sec): 2 clusters
  Score: Raw -2046937.592083 + Penalty 2362.490777 = -2044575.101306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6122.510000 sec): 3 clusters
  Score: Raw -2039165.030048 + Penalty 4724.981554 = -2034440.048494
  nChanged 5851
		SP:Iteration 1F (6122.560000 sec): 3 clusters
  Score: Raw -2042424.747410 + Penalty 4724.981554 = -2037699.765856
  nChanged 783
		SP:Iteration 2F (6122.610000 sec): 3 clusters
  Score: Raw -2042725.798994 + Penalty 4724.981554 = -2038000.817440
  nChanged 582
		SP:Iteration 3Q (6122.660000 sec): 3 clusters
  Score: Raw -2042935.468689 + Penalty 4724.981554 = -2038210.487135
  nChanged 496
		SP:Iteration 4Q (6122.710000 sec): 3 clusters
  Score: Raw -2043108.314849 + Penalty 4724.981554 = -2038383.333295
  nChanged 446
		SP:Iteration 5Q (6122.760000 sec): 3 clusters
  Score: Raw -2043244.394763 + Penalty 4724.981554 = -2038519.413209
  nChanged 383
		SP:Iteration 6Q (6122.810000 sec): 3 clusters
  Score: Raw -2043380.389673 + Penalty 4724.981554 = -2038655.408119
  nChanged 375
		SP:Iteration 7Q (6122.860000 sec): 3 clusters
  Score: Raw -2043516.994810 + Penalty 4724.981554 = -2038792.013256
  nChanged 392
		SP:Iteration 8Q (6122.910000 sec): 3 clusters
  Score: Raw -2043677.747778 + Penalty 4724.981554 = -2038952.766224
  nChanged 398
		SP:Iteration 9Q (6122.960000 sec): 3 clusters
  Score: Raw -2043844.134427 + Penalty 4724.981554 = -2039119.152873
  nChanged 450
		SP:Iteration 10Q (6123.010000 sec): 3 clusters
  Score: Raw -2044047.835651 + Penalty 4724.981554 = -2039322.854097
  nChanged 509
		SP:Iteration 11Q (6123.050000 sec): 3 clusters
  Score: Raw -2044300.954727 + Penalty 4724.981554 = -2039575.973173
  nChanged 569
		SP:Iteration 12Q (6123.110000 sec): 3 clusters
  Score: Raw -2044638.682609 + Penalty 4724.981554 = -2039913.701055
  nChanged 618
		SP:Iteration 13Q (6123.150000 sec): 3 clusters
  Score: Raw -2045029.819051 + Penalty 4724.981554 = -2040304.837497
  nChanged 591
		SP:Iteration 14Q (6123.200000 sec): 3 clusters
  Score: Raw -2045456.554955 + Penalty 4724.981554 = -2040731.573401
  nChanged 541
		SP:Iteration 15Q (6123.250000 sec): 3 clusters
  Score: Raw -2045833.263711 + Penalty 4724.981554 = -2041108.282157
  nChanged 457
		SP:Iteration 16Q (6123.300000 sec): 3 clusters
  Score: Raw -2046162.538879 + Penalty 4724.981554 = -2041437.557325
  nChanged 373
		SP:Iteration 17Q (6123.340000 sec): 3 clusters
  Score: Raw -2046435.723905 + Penalty 4724.981554 = -2041710.742351
  nChanged 281
		SP:Iteration 18Q (6123.390000 sec): 3 clusters
  Score: Raw -2046652.244528 + Penalty 4724.981554 = -2041927.262974
  nChanged 210
		SP:Iteration 19Q (6123.430000 sec): 3 clusters
  Score: Raw -2046821.292338 + Penalty 4724.981554 = -2042096.310784
  nChanged 148
		SP:Iteration 20F (6123.480000 sec): 3 clusters
  Score: Raw -2046939.849762 + Penalty 4724.981554 = -2042214.868208
  nChanged 104
		SP:Iteration 21Q (6123.520000 sec): 3 clusters
  Score: Raw -2047019.370266 + Penalty 4724.981554 = -2042294.388712
  nChanged 65
		SP:Iteration 22Q (6123.560000 sec): 3 clusters
  Score: Raw -2047071.915318 + Penalty 4724.981554 = -2042346.933764
  nChanged 58
		SP:Iteration 23Q (6123.600000 sec): 3 clusters
  Score: Raw -2047113.278898 + Penalty 4724.981554 = -2042388.297344
  nChanged 33
		SP:Iteration 24Q (6123.630000 sec): 3 clusters
  Score: Raw -2047139.448174 + Penalty 4724.981554 = -2042414.466620
  nChanged 30
		SP:Iteration 25Q (6123.670000 sec): 3 clusters
  Score: Raw -2047167.025315 + Penalty 4724.981554 = -2042442.043761
  nChanged 17
		SP:Iteration 26Q (6123.710000 sec): 3 clusters
  Score: Raw -2047182.827678 + Penalty 4724.981554 = -2042457.846124
  nChanged 23
		SP:Iteration 27Q (6123.750000 sec): 3 clusters
  Score: Raw -2047201.989114 + Penalty 4724.981554 = -2042477.007560
  nChanged 20
		SP:Iteration 28Q (6123.790000 sec): 3 clusters
  Score: Raw -2047220.150546 + Penalty 4724.981554 = -2042495.168992
  nChanged 16
		SP:Iteration 29Q (6123.820000 sec): 3 clusters
  Score: Raw -2047229.632189 + Penalty 4724.981554 = -2042504.650635
  nChanged 13
		SP:Iteration 30Q (6123.860000 sec): 3 clusters
  Score: Raw -2047236.908427 + Penalty 4724.981554 = -2042511.926873
  nChanged 4
		SP:Iteration 31Q (6123.890000 sec): 3 clusters
  Score: Raw -2047239.177171 + Penalty 4724.981554 = -2042514.195617
  nChanged 1
		SP:Iteration 32Q (6123.930000 sec): 3 clusters
  Score: Raw -2047240.579582 + Penalty 4724.981554 = -2042515.598028
  nChanged 4
		SP:Iteration 33Q (6123.970000 sec): 3 clusters
  Score: Raw -2047244.301567 + Penalty 4724.981554 = -2042519.320013
  nChanged 5
		SP:Iteration 34Q (6124.010000 sec): 3 clusters
  Score: Raw -2047249.188246 + Penalty 4724.981554 = -2042524.206692
  nChanged 2
		SP:Iteration 35Q (6124.040000 sec): 3 clusters
  Score: Raw -2047250.860379 + Penalty 4724.981554 = -2042525.878825
  nChanged 3
		SP:Iteration 36Q (6124.080000 sec): 3 clusters
  Score: Raw -2047255.382564 + Penalty 4724.981554 = -2042530.401010
  nChanged 4
		SP:Iteration 37Q (6124.110000 sec): 3 clusters
  Score: Raw -2047258.213771 + Penalty 4724.981554 = -2042533.232217
  nChanged 3
		SP:Iteration 38Q (6124.150000 sec): 3 clusters
  Score: Raw -2047260.260029 + Penalty 4724.981554 = -2042535.278475
  nChanged 6
		SP:Iteration 39Q (6124.190000 sec): 3 clusters
  Score: Raw -2047267.969718 + Penalty 4724.981554 = -2042542.988164
  nChanged 5
		SP:Iteration 40F (6124.240000 sec): 3 clusters
  Score: Raw -2047271.290810 + Penalty 4724.981554 = -2042546.309256
  nChanged 6
		SP:Iteration 41Q (6124.270000 sec): 3 clusters
  Score: Raw -2047274.997764 + Penalty 4724.981554 = -2042550.016210
  nChanged 5
		SP:Iteration 42Q (6124.310000 sec): 3 clusters
  Score: Raw -2047279.466421 + Penalty 4724.981554 = -2042554.484867
  nChanged 2
		SP:Iteration 43Q (6124.350000 sec): 3 clusters
  Score: Raw -2047280.613829 + Penalty 4724.981554 = -2042555.632275
  nChanged 0
		SP:Iteration 44F (6124.390000 sec): 3 clusters
  Score: Raw -2047280.613829 + Penalty 4724.981554 = -2042555.632275
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69755 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6124.630000 sec): 2 clusters
  Score: Raw -10200814.141916 + Penalty 2765.880607 = -10198048.261310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6124.890000 sec): 3 clusters
  Score: Raw -10156667.496323 + Penalty 5531.761213 = -10151135.735109
  nChanged 32657
		SP:Iteration 1F (6125.150000 sec): 3 clusters
  Score: Raw -10174980.251754 + Penalty 5531.761213 = -10169448.490541
  nChanged 2432
		SP:Iteration 2Q (6125.410000 sec): 3 clusters
  Score: Raw -10175554.279123 + Penalty 5531.761213 = -10170022.517910
  nChanged 2234
		SP:Iteration 3Q (6125.670000 sec): 3 clusters
  Score: Raw -10176108.928343 + Penalty 5531.761213 = -10170577.167130
  nChanged 2299
		SP:Iteration 4Q (6125.930000 sec): 3 clusters
  Score: Raw -10176762.725549 + Penalty 5531.761213 = -10171230.964335
  nChanged 2347
		SP:Iteration 5Q (6126.200000 sec): 3 clusters
  Score: Raw -10177524.427397 + Penalty 5531.761213 = -10171992.666183
  nChanged 2600
		SP:Iteration 6Q (6126.470000 sec): 3 clusters
  Score: Raw -10178528.712823 + Penalty 5531.761213 = -10172996.951610
  nChanged 2866
		SP:Iteration 7Q (6126.730000 sec): 3 clusters
  Score: Raw -10179746.702495 + Penalty 5531.761213 = -10174214.941282
  nChanged 3039
		SP:Iteration 8Q (6126.990000 sec): 3 clusters
  Score: Raw -10181198.831075 + Penalty 5531.761213 = -10175667.069862
  nChanged 3238
		SP:Iteration 9Q (6127.250000 sec): 3 clusters
  Score: Raw -10182982.145507 + Penalty 5531.761213 = -10177450.384294
  nChanged 3408
		SP:Iteration 10Q (6127.510000 sec): 3 clusters
  Score: Raw -10184917.408504 + Penalty 5531.761213 = -10179385.647291
  nChanged 3410
		SP:Iteration 11Q (6127.770000 sec): 3 clusters
  Score: Raw -10187033.868553 + Penalty 5531.761213 = -10181502.107340
  nChanged 3508
		SP:Iteration 12F (6128.030000 sec): 3 clusters
  Score: Raw -10189270.833715 + Penalty 5531.761213 = -10183739.072502
  nChanged 3584
		SP:Iteration 13F (6128.300000 sec): 3 clusters
  Score: Raw -10191645.392119 + Penalty 5531.761213 = -10186113.630906
  nChanged 3510
		SP:Iteration 14F (6128.560000 sec): 3 clusters
  Score: Raw -10194020.793652 + Penalty 5531.761213 = -10188489.032438
  nChanged 3222
		SP:Iteration 15Q (6128.800000 sec): 3 clusters
  Score: Raw -10196150.403202 + Penalty 5531.761213 = -10190618.641988
  nChanged 2517
		SP:Iteration 16Q (6129.020000 sec): 3 clusters
  Score: Raw -10197726.945627 + Penalty 5531.761213 = -10192195.184413
  nChanged 1882
		SP:Iteration 17Q (6129.240000 sec): 3 clusters
  Score: Raw -10198874.492013 + Penalty 5531.761213 = -10193342.730799
  nChanged 1328
		SP:Iteration 18Q (6129.450000 sec): 3 clusters
  Score: Raw -10199624.290725 + Penalty 5531.761213 = -10194092.529512
  nChanged 882
		SP:Iteration 19Q (6129.650000 sec): 3 clusters
  Score: Raw -10200132.679013 + Penalty 5531.761213 = -10194600.917800
  nChanged 600
		SP:Iteration 20F (6129.910000 sec): 3 clusters
  Score: Raw -10200485.920839 + Penalty 5531.761213 = -10194954.159626
  nChanged 396
		SP:Iteration 21Q (6130.110000 sec): 3 clusters
  Score: Raw -10200715.634528 + Penalty 5531.761213 = -10195183.873315
  nChanged 275
		SP:Iteration 22Q (6130.300000 sec): 3 clusters
  Score: Raw -10200875.314233 + Penalty 5531.761213 = -10195343.553020
  nChanged 177
		SP:Iteration 23Q (6130.490000 sec): 3 clusters
  Score: Raw -10200976.427606 + Penalty 5531.761213 = -10195444.666392
  nChanged 138
		SP:Iteration 24Q (6130.680000 sec): 3 clusters
  Score: Raw -10201058.056170 + Penalty 5531.761213 = -10195526.294957
  nChanged 101
		SP:Iteration 25Q (6130.860000 sec): 3 clusters
  Score: Raw -10201114.642369 + Penalty 5531.761213 = -10195582.881155
  nChanged 87
		SP:Iteration 26Q (6131.040000 sec): 3 clusters
  Score: Raw -10201159.822561 + Penalty 5531.761213 = -10195628.061348
  nChanged 62
		SP:Iteration 27Q (6131.230000 sec): 3 clusters
  Score: Raw -10201194.820259 + Penalty 5531.761213 = -10195663.059045
  nChanged 43
		SP:Iteration 28Q (6131.410000 sec): 3 clusters
  Score: Raw -10201216.356367 + Penalty 5531.761213 = -10195684.595153
  nChanged 28
		SP:Iteration 29Q (6131.590000 sec): 3 clusters
  Score: Raw -10201231.408449 + Penalty 5531.761213 = -10195699.647236
  nChanged 25
		SP:Iteration 30Q (6131.770000 sec): 3 clusters
  Score: Raw -10201244.072134 + Penalty 5531.761213 = -10195712.310921
  nChanged 18
		SP:Iteration 31Q (6131.950000 sec): 3 clusters
  Score: Raw -10201253.103383 + Penalty 5531.761213 = -10195721.342170
  nChanged 18
		SP:Iteration 32Q (6132.130000 sec): 3 clusters
  Score: Raw -10201261.687663 + Penalty 5531.761213 = -10195729.926449
  nChanged 16
		SP:Iteration 33Q (6132.310000 sec): 3 clusters
  Score: Raw -10201269.934299 + Penalty 5531.761213 = -10195738.173086
  nChanged 12
		SP:Iteration 34Q (6132.500000 sec): 3 clusters
  Score: Raw -10201276.721122 + Penalty 5531.761213 = -10195744.959909
  nChanged 10
		SP:Iteration 35Q (6132.680000 sec): 3 clusters
  Score: Raw -10201281.244970 + Penalty 5531.761213 = -10195749.483757
  nChanged 7
		SP:Iteration 36Q (6132.860000 sec): 3 clusters
  Score: Raw -10201284.049799 + Penalty 5531.761213 = -10195752.288585
  nChanged 3
		SP:Iteration 37Q (6133.040000 sec): 3 clusters
  Score: Raw -10201286.433945 + Penalty 5531.761213 = -10195754.672732
  nChanged 1
		SP:Iteration 38Q (6133.220000 sec): 3 clusters
  Score: Raw -10201286.965287 + Penalty 5531.761213 = -10195755.204073
  nChanged 2
		SP:Iteration 39Q (6133.400000 sec): 3 clusters
  Score: Raw -10201287.746057 + Penalty 5531.761213 = -10195755.984843
  nChanged 3
		SP:Iteration 40F (6133.650000 sec): 3 clusters
  Score: Raw -10201289.054897 + Penalty 5531.761213 = -10195757.293684
  nChanged 2
		SP:Iteration 41Q (6133.830000 sec): 3 clusters
  Score: Raw -10201289.857367 + Penalty 5531.761213 = -10195758.096153
  nChanged 5
		SP:Iteration 42Q (6134.010000 sec): 3 clusters
  Score: Raw -10201293.006110 + Penalty 5531.761213 = -10195761.244897
  nChanged 7
		SP:Iteration 43Q (6134.200000 sec): 3 clusters
  Score: Raw -10201296.951698 + Penalty 5531.761213 = -10195765.190485
  nChanged 5
		SP:Iteration 44Q (6134.380000 sec): 3 clusters
  Score: Raw -10201299.730139 + Penalty 5531.761213 = -10195767.968925
  nChanged 9
		SP:Iteration 45Q (6134.560000 sec): 3 clusters
  Score: Raw -10201304.691067 + Penalty 5531.761213 = -10195772.929854
  nChanged 9
		SP:Iteration 46Q (6134.740000 sec): 3 clusters
  Score: Raw -10201309.060595 + Penalty 5531.761213 = -10195777.299381
  nChanged 1
		SP:Iteration 47Q (6134.920000 sec): 3 clusters
  Score: Raw -10201309.403539 + Penalty 5531.761213 = -10195777.642326
  nChanged 4
		SP:Iteration 48Q (6135.100000 sec): 3 clusters
  Score: Raw -10201311.262325 + Penalty 5531.761213 = -10195779.501112
  nChanged 2
		SP:Iteration 49Q (6135.280000 sec): 3 clusters
  Score: Raw -10201312.555419 + Penalty 5531.761213 = -10195780.794206
  nChanged 1
		SP:Iteration 50Q (6135.460000 sec): 3 clusters
  Score: Raw -10201313.251567 + Penalty 5531.761213 = -10195781.490354
  nChanged 1
		SP:Iteration 51Q (6135.640000 sec): 3 clusters
  Score: Raw -10201313.608756 + Penalty 5531.761213 = -10195781.847542
  nChanged 0
		SP:Iteration 52F (6135.900000 sec): 3 clusters
  Score: Raw -10201313.608756 + Penalty 5531.761213 = -10195781.847542
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6135.940000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6135.950000 sec): 3 clusters
  Score: Raw -385239.402460 + Penalty 3923.652944 = -381315.749517
  nChanged 919
		SP:Iteration 1F (6135.960000 sec): 3 clusters
  Score: Raw -385827.468568 + Penalty 3923.652944 = -381903.815624
  nChanged 215
		SP:Iteration 2F (6135.970000 sec): 3 clusters
  Score: Raw -385988.943601 + Penalty 3923.652944 = -382065.290657
  nChanged 119
		SP:Iteration 3Q (6135.980000 sec): 3 clusters
  Score: Raw -386063.493424 + Penalty 3923.652944 = -382139.840481
  nChanged 71
		SP:Iteration 4Q (6135.990000 sec): 3 clusters
  Score: Raw -386104.270055 + Penalty 3923.652944 = -382180.617111
  nChanged 46
		SP:Iteration 5Q (6136.000000 sec): 3 clusters
  Score: Raw -386131.179312 + Penalty 3923.652944 = -382207.526369
  nChanged 37
		SP:Iteration 6Q (6136.010000 sec): 3 clusters
  Score: Raw -386152.832406 + Penalty 3923.652944 = -382229.179462
  nChanged 38
		SP:Iteration 7Q (6136.020000 sec): 3 clusters
  Score: Raw -386174.882372 + Penalty 3923.652944 = -382251.229428
  nChanged 26
		SP:Iteration 8Q (6136.030000 sec): 3 clusters
  Score: Raw -386186.255580 + Penalty 3923.652944 = -382262.602636
  nChanged 19
		SP:Iteration 9Q (6136.030000 sec): 3 clusters
  Score: Raw -386193.877937 + Penalty 3923.652944 = -382270.224994
  nChanged 7
		SP:Iteration 10Q (6136.050000 sec): 3 clusters
  Score: Raw -386197.339175 + Penalty 3923.652944 = -382273.686232
  nChanged 10
		SP:Iteration 11Q (6136.050000 sec): 3 clusters
  Score: Raw -386200.542710 + Penalty 3923.652944 = -382276.889767
  nChanged 6
		SP:Iteration 12Q (6136.070000 sec): 3 clusters
  Score: Raw -386203.278197 + Penalty 3923.652944 = -382279.625254
  nChanged 5
		SP:Iteration 13Q (6136.070000 sec): 3 clusters
  Score: Raw -386205.280653 + Penalty 3923.652944 = -382281.627709
  nChanged 4
		SP:Iteration 14Q (6136.090000 sec): 3 clusters
  Score: Raw -386206.760268 + Penalty 3923.652944 = -382283.107325
  nChanged 3
		SP:Iteration 15Q (6136.090000 sec): 3 clusters
  Score: Raw -386207.830851 + Penalty 3923.652944 = -382284.177907
  nChanged 2
		SP:Iteration 16Q (6136.110000 sec): 3 clusters
  Score: Raw -386208.625285 + Penalty 3923.652944 = -382284.972342
  nChanged 1
		SP:Iteration 17Q (6136.110000 sec): 3 clusters
  Score: Raw -386210.998212 + Penalty 3923.652944 = -382287.345269
  nChanged 3
		SP:Iteration 18Q (6136.130000 sec): 3 clusters
  Score: Raw -386212.060766 + Penalty 3923.652944 = -382288.407823
  nChanged 2
		SP:Iteration 19Q (6136.130000 sec): 3 clusters
  Score: Raw -386213.141562 + Penalty 3923.652944 = -382289.488618
  nChanged 2
		SP:Iteration 20F (6136.140000 sec): 3 clusters
  Score: Raw -386214.656488 + Penalty 3923.652944 = -382291.003545
  nChanged 5
		SP:Iteration 21Q (6136.150000 sec): 3 clusters
  Score: Raw -386217.394646 + Penalty 3923.652944 = -382293.741703
  nChanged 5
		SP:Iteration 22Q (6136.160000 sec): 3 clusters
  Score: Raw -386219.904182 + Penalty 3923.652944 = -382296.251239
  nChanged 2
		SP:Iteration 23Q (6136.170000 sec): 3 clusters
  Score: Raw -386220.473563 + Penalty 3923.652944 = -382296.820619
  nChanged 1
		SP:Iteration 24Q (6136.180000 sec): 3 clusters
  Score: Raw -386221.008880 + Penalty 3923.652944 = -382297.355936
  nChanged 2
		SP:Iteration 25Q (6136.190000 sec): 3 clusters
  Score: Raw -386222.566151 + Penalty 3923.652944 = -382298.913208
  nChanged 5
		SP:Iteration 26Q (6136.200000 sec): 3 clusters
  Score: Raw -386224.354829 + Penalty 3923.652944 = -382300.701886
  nChanged 1
		SP:Iteration 27Q (6136.210000 sec): 3 clusters
  Score: Raw -386224.717558 + Penalty 3923.652944 = -382301.064614
  nChanged 0
		SP:Iteration 28F (6136.220000 sec): 3 clusters
  Score: Raw -386224.717558 + Penalty 3923.652944 = -382301.064614
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6136.230000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6136.230000 sec): 3 clusters
  Score: Raw -168865.452315 + Penalty 3494.272938 = -165371.179377
  nChanged 287
		SP:Iteration 1F (6136.240000 sec): 3 clusters
  Score: Raw -169157.405127 + Penalty 3494.272938 = -165663.132189
  nChanged 74
		SP:Iteration 2F (6136.240000 sec): 3 clusters
  Score: Raw -169248.439328 + Penalty 3494.272938 = -165754.166390
  nChanged 42
		SP:Iteration 3Q (6136.250000 sec): 3 clusters
  Score: Raw -169306.428432 + Penalty 3494.272938 = -165812.155494
  nChanged 23
		SP:Iteration 4Q (6136.250000 sec): 3 clusters
  Score: Raw -169334.743646 + Penalty 3494.272938 = -165840.470708
  nChanged 11
		SP:Iteration 5Q (6136.250000 sec): 3 clusters
  Score: Raw -169346.790772 + Penalty 3494.272938 = -165852.517834
  nChanged 9
		SP:Iteration 6Q (6136.260000 sec): 3 clusters
  Score: Raw -169354.921827 + Penalty 3494.272938 = -165860.648889
  nChanged 3
		SP:Iteration 7Q (6136.260000 sec): 3 clusters
  Score: Raw -169357.793908 + Penalty 3494.272938 = -165863.520970
  nChanged 3
		SP:Iteration 8Q (6136.270000 sec): 3 clusters
  Score: Raw -169360.076210 + Penalty 3494.272938 = -165865.803271
  nChanged 1
		SP:Iteration 9Q (6136.270000 sec): 3 clusters
  Score: Raw -169360.460339 + Penalty 3494.272938 = -165866.187401
  nChanged 1
		SP:Iteration 10Q (6136.270000 sec): 3 clusters
  Score: Raw -169361.298594 + Penalty 3494.272938 = -165867.025655
  nChanged 2
		SP:Iteration 11Q (6136.280000 sec): 3 clusters
  Score: Raw -169361.999954 + Penalty 3494.272938 = -165867.727016
  nChanged 0
		SP:Iteration 12F (6136.280000 sec): 3 clusters
  Score: Raw -169361.999954 + Penalty 3494.272938 = -165867.727016
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6136.290000 sec): 2 clusters
  Score: Raw -256828.957112 + Penalty 1864.479917 = -254964.477195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6136.300000 sec): 3 clusters
  Score: Raw -256212.341505 + Penalty 3728.959834 = -252483.381671
  nChanged 598
		SP:Iteration 1F (6136.300000 sec): 3 clusters
  Score: Raw -256714.928652 + Penalty 3728.959834 = -252985.968818
  nChanged 124
		SP:Iteration 2F (6136.310000 sec): 3 clusters
  Score: Raw -256851.932478 + Penalty 3728.959834 = -253122.972644
  nChanged 76
		SP:Iteration 3Q (6136.320000 sec): 3 clusters
  Score: Raw -256928.691268 + Penalty 3728.959834 = -253199.731434
  nChanged 40
		SP:Iteration 4Q (6136.320000 sec): 3 clusters
  Score: Raw -256963.335461 + Penalty 3728.959834 = -253234.375628
  nChanged 32
		SP:Iteration 5Q (6136.330000 sec): 3 clusters
  Score: Raw -256987.874023 + Penalty 3728.959834 = -253258.914189
  nChanged 27
		SP:Iteration 6Q (6136.340000 sec): 3 clusters
  Score: Raw -257010.661283 + Penalty 3728.959834 = -253281.701449
  nChanged 21
		SP:Iteration 7Q (6136.340000 sec): 3 clusters
  Score: Raw -257082.466341 + Penalty 3728.959834 = -253353.506507
  nChanged 30
		SP:Iteration 8Q (6136.350000 sec): 3 clusters
  Score: Raw -257199.445533 + Penalty 3728.959834 = -253470.485699
  nChanged 49
		SP:Iteration 9Q (6136.350000 sec): 3 clusters
  Score: Raw -257287.904679 + Penalty 3728.959834 = -253558.944845
  nChanged 48
		SP:Iteration 10Q (6136.360000 sec): 3 clusters
  Score: Raw -257335.741138 + Penalty 3728.959834 = -253606.781305
  nChanged 38
		SP:Iteration 11Q (6136.370000 sec): 3 clusters
  Score: Raw -257373.701017 + Penalty 3728.959834 = -253644.741183
  nChanged 43
		SP:Iteration 12Q (6136.370000 sec): 3 clusters
  Score: Raw -257413.400980 + Penalty 3728.959834 = -253684.441146
  nChanged 40
		SP:Iteration 13Q (6136.380000 sec): 3 clusters
  Score: Raw -257443.259508 + Penalty 3728.959834 = -253714.299674
  nChanged 43
		SP:Iteration 14Q (6136.390000 sec): 3 clusters
  Score: Raw -257482.269726 + Penalty 3728.959834 = -253753.309892
  nChanged 36
		SP:Iteration 15Q (6136.390000 sec): 3 clusters
  Score: Raw -257510.990815 + Penalty 3728.959834 = -253782.030981
  nChanged 33
		SP:Iteration 16Q (6136.400000 sec): 3 clusters
  Score: Raw -257535.472897 + Penalty 3728.959834 = -253806.513063
  nChanged 27
		SP:Iteration 17Q (6136.400000 sec): 3 clusters
  Score: Raw -257558.750792 + Penalty 3728.959834 = -253829.790958
  nChanged 25
		SP:Iteration 18Q (6136.410000 sec): 3 clusters
  Score: Raw -257578.069450 + Penalty 3728.959834 = -253849.109616
  nChanged 21
		SP:Iteration 19Q (6136.420000 sec): 3 clusters
  Score: Raw -257594.455750 + Penalty 3728.959834 = -253865.495916
  nChanged 23
		SP:Iteration 20F (6136.420000 sec): 3 clusters
  Score: Raw -257612.627534 + Penalty 3728.959834 = -253883.667701
  nChanged 21
		SP:Iteration 21Q (6136.430000 sec): 3 clusters
  Score: Raw -257630.875050 + Penalty 3728.959834 = -253901.915216
  nChanged 22
		SP:Iteration 22Q (6136.430000 sec): 3 clusters
  Score: Raw -257647.799288 + Penalty 3728.959834 = -253918.839454
  nChanged 18
		SP:Iteration 23Q (6136.440000 sec): 3 clusters
  Score: Raw -257665.011057 + Penalty 3728.959834 = -253936.051223
  nChanged 18
		SP:Iteration 24Q (6136.450000 sec): 3 clusters
  Score: Raw -257684.030372 + Penalty 3728.959834 = -253955.070538
  nChanged 23
		SP:Iteration 25Q (6136.450000 sec): 3 clusters
  Score: Raw -257709.531332 + Penalty 3728.959834 = -253980.571498
  nChanged 23
		SP:Iteration 26Q (6136.460000 sec): 3 clusters
  Score: Raw -257729.153338 + Penalty 3728.959834 = -254000.193505
  nChanged 21
		SP:Iteration 27Q (6136.470000 sec): 3 clusters
  Score: Raw -257752.583553 + Penalty 3728.959834 = -254023.623720
  nChanged 15
		SP:Iteration 28Q (6136.470000 sec): 3 clusters
  Score: Raw -257766.203748 + Penalty 3728.959834 = -254037.243915
  nChanged 9
		SP:Iteration 29Q (6136.480000 sec): 3 clusters
  Score: Raw -257775.170359 + Penalty 3728.959834 = -254046.210526
  nChanged 10
		SP:Iteration 30Q (6136.490000 sec): 3 clusters
  Score: Raw -257784.169691 + Penalty 3728.959834 = -254055.209857
  nChanged 2
		SP:Iteration 31Q (6136.490000 sec): 3 clusters
  Score: Raw -257785.480151 + Penalty 3728.959834 = -254056.520317
  nChanged 4
		SP:Iteration 32Q (6136.500000 sec): 3 clusters
  Score: Raw -257788.764744 + Penalty 3728.959834 = -254059.804910
  nChanged 4
		SP:Iteration 33Q (6136.510000 sec): 3 clusters
  Score: Raw -257792.193787 + Penalty 3728.959834 = -254063.233953
  nChanged 5
		SP:Iteration 34Q (6136.510000 sec): 3 clusters
  Score: Raw -257795.084727 + Penalty 3728.959834 = -254066.124893
  nChanged 3
		SP:Iteration 35Q (6136.520000 sec): 3 clusters
  Score: Raw -257796.543557 + Penalty 3728.959834 = -254067.583724
  nChanged 1
		SP:Iteration 36Q (6136.530000 sec): 3 clusters
  Score: Raw -257796.771120 + Penalty 3728.959834 = -254067.811286
  nChanged 1
		SP:Iteration 37Q (6136.540000 sec): 3 clusters
  Score: Raw -257797.088002 + Penalty 3728.959834 = -254068.128169
  nChanged 0
		SP:Iteration 38F (6136.540000 sec): 3 clusters
  Score: Raw -257797.088002 + Penalty 3728.959834 = -254068.128169
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10982 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6136.580000 sec): 2 clusters
  Score: Raw -1678114.868052 + Penalty 2307.395186 = -1675807.472866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6136.620000 sec): 3 clusters
  Score: Raw -1672086.046735 + Penalty 4614.790373 = -1667471.256363
  nChanged 4584
		SP:Iteration 1F (6136.660000 sec): 3 clusters
  Score: Raw -1674592.894299 + Penalty 4614.790373 = -1669978.103926
  nChanged 695
		SP:Iteration 2F (6136.700000 sec): 3 clusters
  Score: Raw -1674908.148884 + Penalty 4614.790373 = -1670293.358512
  nChanged 535
		SP:Iteration 3Q (6136.740000 sec): 3 clusters
  Score: Raw -1675153.689302 + Penalty 4614.790373 = -1670538.898929
  nChanged 513
		SP:Iteration 4Q (6136.780000 sec): 3 clusters
  Score: Raw -1675395.827561 + Penalty 4614.790373 = -1670781.037188
  nChanged 516
		SP:Iteration 5Q (6136.820000 sec): 3 clusters
  Score: Raw -1675696.875898 + Penalty 4614.790373 = -1671082.085525
  nChanged 555
		SP:Iteration 6F (6136.860000 sec): 3 clusters
  Score: Raw -1676081.184498 + Penalty 4614.790373 = -1671466.394126
  nChanged 610
		SP:Iteration 7F (6136.900000 sec): 3 clusters
  Score: Raw -1676549.649155 + Penalty 4614.790373 = -1671934.858783
  nChanged 574
		SP:Iteration 8F (6136.940000 sec): 3 clusters
  Score: Raw -1677051.846901 + Penalty 4614.790373 = -1672437.056528
  nChanged 486
		SP:Iteration 9Q (6136.980000 sec): 3 clusters
  Score: Raw -1677479.239122 + Penalty 4614.790373 = -1672864.448749
  nChanged 342
		SP:Iteration 10Q (6137.010000 sec): 3 clusters
  Score: Raw -1677809.633055 + Penalty 4614.790373 = -1673194.842683
  nChanged 237
		SP:Iteration 11Q (6137.050000 sec): 3 clusters
  Score: Raw -1678030.355360 + Penalty 4614.790373 = -1673415.564988
  nChanged 132
		SP:Iteration 12Q (6137.080000 sec): 3 clusters
  Score: Raw -1678176.644898 + Penalty 4614.790373 = -1673561.854525
  nChanged 66
		SP:Iteration 13Q (6137.110000 sec): 3 clusters
  Score: Raw -1678252.125997 + Penalty 4614.790373 = -1673637.335624
  nChanged 44
		SP:Iteration 14Q (6137.140000 sec): 3 clusters
  Score: Raw -1678306.196410 + Penalty 4614.790373 = -1673691.406038
  nChanged 31
		SP:Iteration 15Q (6137.180000 sec): 3 clusters
  Score: Raw -1678342.531258 + Penalty 4614.790373 = -1673727.740886
  nChanged 15
		SP:Iteration 16Q (6137.200000 sec): 3 clusters
  Score: Raw -1678360.184773 + Penalty 4614.790373 = -1673745.394400
  nChanged 10
		SP:Iteration 17Q (6137.240000 sec): 3 clusters
  Score: Raw -1678370.077419 + Penalty 4614.790373 = -1673755.287047
  nChanged 2
		SP:Iteration 18Q (6137.260000 sec): 3 clusters
  Score: Raw -1678372.624046 + Penalty 4614.790373 = -1673757.833674
  nChanged 2
		SP:Iteration 19Q (6137.290000 sec): 3 clusters
  Score: Raw -1678375.376437 + Penalty 4614.790373 = -1673760.586065
  nChanged 4
		SP:Iteration 20F (6137.330000 sec): 3 clusters
  Score: Raw -1678381.694102 + Penalty 4614.790373 = -1673766.903730
  nChanged 1
		SP:Iteration 21Q (6137.360000 sec): 3 clusters
  Score: Raw -1678383.828456 + Penalty 4614.790373 = -1673769.038083
  nChanged 3
		SP:Iteration 22Q (6137.390000 sec): 3 clusters
  Score: Raw -1678386.640938 + Penalty 4614.790373 = -1673771.850565
  nChanged 2
		SP:Iteration 23Q (6137.420000 sec): 3 clusters
  Score: Raw -1678389.390267 + Penalty 4614.790373 = -1673774.599894
  nChanged 2
		SP:Iteration 24Q (6137.450000 sec): 3 clusters
  Score: Raw -1678391.896658 + Penalty 4614.790373 = -1673777.106285
  nChanged 0
		SP:Iteration 25F (6137.490000 sec): 3 clusters
  Score: Raw -1678391.896658 + Penalty 4614.790373 = -1673777.106285
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6137.540000 sec): 2 clusters
  Score: Raw -1982916.566725 + Penalty 2369.286700 = -1980547.280025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6137.580000 sec): 3 clusters
  Score: Raw -1975039.099029 + Penalty 4738.573400 = -1970300.525629
  nChanged 5933
		SP:Iteration 1F (6137.640000 sec): 3 clusters
  Score: Raw -1978238.729919 + Penalty 4738.573400 = -1973500.156519
  nChanged 911
		SP:Iteration 2F (6137.690000 sec): 3 clusters
  Score: Raw -1978648.720993 + Penalty 4738.573400 = -1973910.147593
  nChanged 723
		SP:Iteration 3F (6137.740000 sec): 3 clusters
  Score: Raw -1978955.629837 + Penalty 4738.573400 = -1974217.056437
  nChanged 664
		SP:Iteration 4Q (6137.790000 sec): 3 clusters
  Score: Raw -1979264.268856 + Penalty 4738.573400 = -1974525.695456
  nChanged 603
		SP:Iteration 5Q (6137.840000 sec): 3 clusters
  Score: Raw -1979540.617900 + Penalty 4738.573400 = -1974802.044500
  nChanged 574
		SP:Iteration 6Q (6137.890000 sec): 3 clusters
  Score: Raw -1979823.698970 + Penalty 4738.573400 = -1975085.125569
  nChanged 563
		SP:Iteration 7Q (6137.940000 sec): 3 clusters
  Score: Raw -1980115.043247 + Penalty 4738.573400 = -1975376.469846
  nChanged 514
		SP:Iteration 8Q (6137.990000 sec): 3 clusters
  Score: Raw -1980398.771537 + Penalty 4738.573400 = -1975660.198137
  nChanged 520
		SP:Iteration 9Q (6138.040000 sec): 3 clusters
  Score: Raw -1980739.745567 + Penalty 4738.573400 = -1976001.172167
  nChanged 597
		SP:Iteration 10Q (6138.100000 sec): 3 clusters
  Score: Raw -1981167.506283 + Penalty 4738.573400 = -1976428.932883
  nChanged 593
		SP:Iteration 11Q (6138.140000 sec): 3 clusters
  Score: Raw -1981603.620916 + Penalty 4738.573400 = -1976865.047516
  nChanged 552
		SP:Iteration 12Q (6138.190000 sec): 3 clusters
  Score: Raw -1981987.198239 + Penalty 4738.573400 = -1977248.624839
  nChanged 450
		SP:Iteration 13Q (6138.240000 sec): 3 clusters
  Score: Raw -1982277.034435 + Penalty 4738.573400 = -1977538.461035
  nChanged 374
		SP:Iteration 14Q (6138.290000 sec): 3 clusters
  Score: Raw -1982499.147974 + Penalty 4738.573400 = -1977760.574573
  nChanged 297
		SP:Iteration 15Q (6138.340000 sec): 3 clusters
  Score: Raw -1982669.533995 + Penalty 4738.573400 = -1977930.960595
  nChanged 266
		SP:Iteration 16Q (6138.380000 sec): 3 clusters
  Score: Raw -1982827.160134 + Penalty 4738.573400 = -1978088.586734
  nChanged 251
		SP:Iteration 17Q (6138.430000 sec): 3 clusters
  Score: Raw -1983002.017936 + Penalty 4738.573400 = -1978263.444535
  nChanged 256
		SP:Iteration 18Q (6138.470000 sec): 3 clusters
  Score: Raw -1983183.513373 + Penalty 4738.573400 = -1978444.939973
  nChanged 223
		SP:Iteration 19Q (6138.520000 sec): 3 clusters
  Score: Raw -1983349.579169 + Penalty 4738.573400 = -1978611.005769
  nChanged 198
		SP:Iteration 20F (6138.570000 sec): 3 clusters
  Score: Raw -1983517.321389 + Penalty 4738.573400 = -1978778.747989
  nChanged 202
		SP:Iteration 21Q (6138.610000 sec): 3 clusters
  Score: Raw -1983670.998889 + Penalty 4738.573400 = -1978932.425489
  nChanged 165
		SP:Iteration 22Q (6138.660000 sec): 3 clusters
  Score: Raw -1983780.784426 + Penalty 4738.573400 = -1979042.211026
  nChanged 116
		SP:Iteration 23Q (6138.700000 sec): 3 clusters
  Score: Raw -1983837.410838 + Penalty 4738.573400 = -1979098.837438
  nChanged 93
		SP:Iteration 24Q (6138.740000 sec): 3 clusters
  Score: Raw -1983873.438518 + Penalty 4738.573400 = -1979134.865118
  nChanged 67
		SP:Iteration 25Q (6138.780000 sec): 3 clusters
  Score: Raw -1983899.140626 + Penalty 4738.573400 = -1979160.567226
  nChanged 57
		SP:Iteration 26Q (6138.820000 sec): 3 clusters
  Score: Raw -1983918.637029 + Penalty 4738.573400 = -1979180.063629
  nChanged 38
		SP:Iteration 27Q (6138.860000 sec): 3 clusters
  Score: Raw -1983930.275925 + Penalty 4738.573400 = -1979191.702525
  nChanged 30
		SP:Iteration 28Q (6138.900000 sec): 3 clusters
  Score: Raw -1983936.761488 + Penalty 4738.573400 = -1979198.188087
  nChanged 16
		SP:Iteration 29Q (6138.940000 sec): 3 clusters
  Score: Raw -1983940.803403 + Penalty 4738.573400 = -1979202.230003
  nChanged 15
		SP:Iteration 30Q (6138.980000 sec): 3 clusters
  Score: Raw -1983944.247757 + Penalty 4738.573400 = -1979205.674356
  nChanged 6
		SP:Iteration 31Q (6139.020000 sec): 3 clusters
  Score: Raw -1983946.040266 + Penalty 4738.573400 = -1979207.466866
  nChanged 9
		SP:Iteration 32Q (6139.060000 sec): 3 clusters
  Score: Raw -1983948.583558 + Penalty 4738.573400 = -1979210.010158
  nChanged 7
		SP:Iteration 33Q (6139.100000 sec): 3 clusters
  Score: Raw -1983950.461117 + Penalty 4738.573400 = -1979211.887717
  nChanged 7
		SP:Iteration 34Q (6139.140000 sec): 3 clusters
  Score: Raw -1983952.216218 + Penalty 4738.573400 = -1979213.642818
  nChanged 7
		SP:Iteration 35Q (6139.180000 sec): 3 clusters
  Score: Raw -1983954.038474 + Penalty 4738.573400 = -1979215.465074
  nChanged 11
		SP:Iteration 36Q (6139.220000 sec): 3 clusters
  Score: Raw -1983957.037973 + Penalty 4738.573400 = -1979218.464573
  nChanged 4
		SP:Iteration 37Q (6139.260000 sec): 3 clusters
  Score: Raw -1983958.122558 + Penalty 4738.573400 = -1979219.549158
  nChanged 3
		SP:Iteration 38Q (6139.300000 sec): 3 clusters
  Score: Raw -1983958.904125 + Penalty 4738.573400 = -1979220.330725
  nChanged 4
		SP:Iteration 39Q (6139.350000 sec): 3 clusters
  Score: Raw -1983960.281902 + Penalty 4738.573400 = -1979221.708502
  nChanged 4
		SP:Iteration 40F (6139.400000 sec): 3 clusters
  Score: Raw -1983961.094111 + Penalty 4738.573400 = -1979222.520711
  nChanged 1
		SP:Iteration 41Q (6139.440000 sec): 3 clusters
  Score: Raw -1983961.310739 + Penalty 4738.573400 = -1979222.737339
  nChanged 1
		SP:Iteration 42Q (6139.480000 sec): 3 clusters
  Score: Raw -1983961.425907 + Penalty 4738.573400 = -1979222.852507
  nChanged 0
		SP:Iteration 43F (6139.530000 sec): 3 clusters
  Score: Raw -1983961.425907 + Penalty 4738.573400 = -1979222.852507
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6139.540000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6139.540000 sec): 3 clusters
  Score: Raw -73228.295170 + Penalty 3074.445443 = -70153.849726
  nChanged 77
		SP:Iteration 1F (6139.540000 sec): 3 clusters
  Score: Raw -73396.906994 + Penalty 3074.445443 = -70322.461551
  nChanged 23
		SP:Iteration 2Q (6139.540000 sec): 3 clusters
  Score: Raw -73450.240012 + Penalty 3074.445443 = -70375.794568
  nChanged 7
		SP:Iteration 3Q (6139.540000 sec): 3 clusters
  Score: Raw -73467.843453 + Penalty 3074.445443 = -70393.398010
  nChanged 0
		SP:Iteration 4F (6139.550000 sec): 3 clusters
  Score: Raw -73467.843453 + Penalty 3074.445443 = -70393.398010
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6139.560000 sec): 2 clusters
  Score: Raw -311489.106091 + Penalty 1906.964035 = -309582.142056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6139.560000 sec): 3 clusters
  Score: Raw -310632.275392 + Penalty 3813.928069 = -306818.347322
  nChanged 698
		SP:Iteration 1F (6139.570000 sec): 3 clusters
  Score: Raw -311149.262769 + Penalty 3813.928069 = -307335.334700
  nChanged 172
		SP:Iteration 2F (6139.580000 sec): 3 clusters
  Score: Raw -311293.977171 + Penalty 3813.928069 = -307480.049102
  nChanged 100
		SP:Iteration 3Q (6139.590000 sec): 3 clusters
  Score: Raw -311369.308850 + Penalty 3813.928069 = -307555.380781
  nChanged 54
		SP:Iteration 4Q (6139.600000 sec): 3 clusters
  Score: Raw -311420.954933 + Penalty 3813.928069 = -307607.026864
  nChanged 45
		SP:Iteration 5Q (6139.600000 sec): 3 clusters
  Score: Raw -311458.205838 + Penalty 3813.928069 = -307644.277769
  nChanged 51
		SP:Iteration 6Q (6139.610000 sec): 3 clusters
  Score: Raw -311493.979406 + Penalty 3813.928069 = -307680.051337
  nChanged 36
		SP:Iteration 7Q (6139.620000 sec): 3 clusters
  Score: Raw -311519.137883 + Penalty 3813.928069 = -307705.209814
  nChanged 34
		SP:Iteration 8Q (6139.630000 sec): 3 clusters
  Score: Raw -311547.057429 + Penalty 3813.928069 = -307733.129360
  nChanged 31
		SP:Iteration 9Q (6139.640000 sec): 3 clusters
  Score: Raw -311568.477937 + Penalty 3813.928069 = -307754.549867
  nChanged 24
		SP:Iteration 10Q (6139.640000 sec): 3 clusters
  Score: Raw -311586.449302 + Penalty 3813.928069 = -307772.521233
  nChanged 21
		SP:Iteration 11Q (6139.650000 sec): 3 clusters
  Score: Raw -311600.043255 + Penalty 3813.928069 = -307786.115185
  nChanged 14
		SP:Iteration 12Q (6139.660000 sec): 3 clusters
  Score: Raw -311610.635734 + Penalty 3813.928069 = -307796.707665
  nChanged 16
		SP:Iteration 13Q (6139.670000 sec): 3 clusters
  Score: Raw -311621.339097 + Penalty 3813.928069 = -307807.411028
  nChanged 9
		SP:Iteration 14Q (6139.680000 sec): 3 clusters
  Score: Raw -311627.268888 + Penalty 3813.928069 = -307813.340819
  nChanged 7
		SP:Iteration 15Q (6139.680000 sec): 3 clusters
  Score: Raw -311632.001267 + Penalty 3813.928069 = -307818.073198
  nChanged 9
		SP:Iteration 16Q (6139.690000 sec): 3 clusters
  Score: Raw -311638.534626 + Penalty 3813.928069 = -307824.606557
  nChanged 4
		SP:Iteration 17Q (6139.700000 sec): 3 clusters
  Score: Raw -311640.500436 + Penalty 3813.928069 = -307826.572367
  nChanged 3
		SP:Iteration 18Q (6139.710000 sec): 3 clusters
  Score: Raw -311642.898421 + Penalty 3813.928069 = -307828.970351
  nChanged 8
		SP:Iteration 19Q (6139.710000 sec): 3 clusters
  Score: Raw -311647.220765 + Penalty 3813.928069 = -307833.292696
  nChanged 8
		SP:Iteration 20F (6139.720000 sec): 3 clusters
  Score: Raw -311651.493298 + Penalty 3813.928069 = -307837.565229
  nChanged 6
		SP:Iteration 21Q (6139.730000 sec): 3 clusters
  Score: Raw -311654.539265 + Penalty 3813.928069 = -307840.611196
  nChanged 3
		SP:Iteration 22Q (6139.740000 sec): 3 clusters
  Score: Raw -311656.429103 + Penalty 3813.928069 = -307842.501034
  nChanged 3
		SP:Iteration 23Q (6139.740000 sec): 3 clusters
  Score: Raw -311657.712982 + Penalty 3813.928069 = -307843.784912
  nChanged 2
		SP:Iteration 24Q (6139.750000 sec): 3 clusters
  Score: Raw -311658.726485 + Penalty 3813.928069 = -307844.798416
  nChanged 3
		SP:Iteration 25Q (6139.760000 sec): 3 clusters
  Score: Raw -311660.051641 + Penalty 3813.928069 = -307846.123572
  nChanged 3
		SP:Iteration 26Q (6139.770000 sec): 3 clusters
  Score: Raw -311661.513074 + Penalty 3813.928069 = -307847.585005
  nChanged 2
		SP:Iteration 27Q (6139.780000 sec): 3 clusters
  Score: Raw -311662.232468 + Penalty 3813.928069 = -307848.304398
  nChanged 0
		SP:Iteration 28F (6139.780000 sec): 3 clusters
  Score: Raw -311662.232468 + Penalty 3813.928069 = -307848.304398
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6139.890000 sec): 2 clusters
  Score: Raw -4609956.300480 + Penalty 2569.215725 = -4607387.084755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6140.010000 sec): 3 clusters
  Score: Raw -4590736.269221 + Penalty 5138.431450 = -4585597.837770
  nChanged 14289
		SP:Iteration 1F (6140.120000 sec): 3 clusters
  Score: Raw -4598736.633875 + Penalty 5138.431450 = -4593598.202425
  nChanged 1623
		SP:Iteration 2F (6140.240000 sec): 3 clusters
  Score: Raw -4599469.532734 + Penalty 5138.431450 = -4594331.101284
  nChanged 1631
		SP:Iteration 3F (6140.360000 sec): 3 clusters
  Score: Raw -4600428.624003 + Penalty 5138.431450 = -4595290.192552
  nChanged 1756
		SP:Iteration 4F (6140.470000 sec): 3 clusters
  Score: Raw -4601525.433761 + Penalty 5138.431450 = -4596387.002310
  nChanged 1841
		SP:Iteration 5F (6140.590000 sec): 3 clusters
  Score: Raw -4602621.522285 + Penalty 5138.431450 = -4597483.090834
  nChanged 1780
		SP:Iteration 6F (6140.710000 sec): 3 clusters
  Score: Raw -4603546.382146 + Penalty 5138.431450 = -4598407.950696
  nChanged 1687
		SP:Iteration 7F (6140.830000 sec): 3 clusters
  Score: Raw -4604322.886341 + Penalty 5138.431450 = -4599184.454890
  nChanged 1444
		SP:Iteration 8Q (6140.950000 sec): 3 clusters
  Score: Raw -4604889.543571 + Penalty 5138.431450 = -4599751.112121
  nChanged 1217
		SP:Iteration 9Q (6141.060000 sec): 3 clusters
  Score: Raw -4605364.396417 + Penalty 5138.431450 = -4600225.964966
  nChanged 1031
		SP:Iteration 10Q (6141.190000 sec): 3 clusters
  Score: Raw -4605765.026978 + Penalty 5138.431450 = -4600626.595528
  nChanged 879
		SP:Iteration 11Q (6141.310000 sec): 3 clusters
  Score: Raw -4606098.095004 + Penalty 5138.431450 = -4600959.663554
  nChanged 763
		SP:Iteration 12Q (6141.430000 sec): 3 clusters
  Score: Raw -4606417.703542 + Penalty 5138.431450 = -4601279.272091
  nChanged 675
		SP:Iteration 13Q (6141.540000 sec): 3 clusters
  Score: Raw -4606686.457807 + Penalty 5138.431450 = -4601548.026356
  nChanged 609
		SP:Iteration 14Q (6141.660000 sec): 3 clusters
  Score: Raw -4606906.320565 + Penalty 5138.431450 = -4601767.889115
  nChanged 531
		SP:Iteration 15Q (6141.770000 sec): 3 clusters
  Score: Raw -4607078.370763 + Penalty 5138.431450 = -4601939.939313
  nChanged 514
		SP:Iteration 16Q (6141.890000 sec): 3 clusters
  Score: Raw -4607238.268059 + Penalty 5138.431450 = -4602099.836609
  nChanged 506
		SP:Iteration 17Q (6142.000000 sec): 3 clusters
  Score: Raw -4607402.049624 + Penalty 5138.431450 = -4602263.618174
  nChanged 525
		SP:Iteration 18Q (6142.120000 sec): 3 clusters
  Score: Raw -4607574.869777 + Penalty 5138.431450 = -4602436.438326
  nChanged 509
		SP:Iteration 19Q (6142.230000 sec): 3 clusters
  Score: Raw -4607740.393073 + Penalty 5138.431450 = -4602601.961623
  nChanged 510
		SP:Iteration 20F (6142.350000 sec): 3 clusters
  Score: Raw -4607907.884152 + Penalty 5138.431450 = -4602769.452702
  nChanged 504
		SP:Iteration 21Q (6142.470000 sec): 3 clusters
  Score: Raw -4608080.719805 + Penalty 5138.431450 = -4602942.288355
  nChanged 527
		SP:Iteration 22Q (6142.580000 sec): 3 clusters
  Score: Raw -4608302.526222 + Penalty 5138.431450 = -4603164.094771
  nChanged 557
		SP:Iteration 23Q (6142.690000 sec): 3 clusters
  Score: Raw -4608579.183019 + Penalty 5138.431450 = -4603440.751569
  nChanged 549
		SP:Iteration 24Q (6142.810000 sec): 3 clusters
  Score: Raw -4608994.151204 + Penalty 5138.431450 = -4603855.719754
  nChanged 528
		SP:Iteration 25Q (6142.930000 sec): 3 clusters
  Score: Raw -4609647.449496 + Penalty 5138.431450 = -4604509.018045
  nChanged 497
		SP:Iteration 26Q (6143.030000 sec): 3 clusters
  Score: Raw -4610180.593010 + Penalty 5138.431450 = -4605042.161560
  nChanged 421
		SP:Iteration 27Q (6143.140000 sec): 3 clusters
  Score: Raw -4610427.796515 + Penalty 5138.431450 = -4605289.365065
  nChanged 322
		SP:Iteration 28Q (6143.230000 sec): 3 clusters
  Score: Raw -4610579.694681 + Penalty 5138.431450 = -4605441.263231
  nChanged 254
		SP:Iteration 29Q (6143.330000 sec): 3 clusters
  Score: Raw -4610674.674654 + Penalty 5138.431450 = -4605536.243204
  nChanged 198
		SP:Iteration 30Q (6143.430000 sec): 3 clusters
  Score: Raw -4610739.548633 + Penalty 5138.431450 = -4605601.117182
  nChanged 167
		SP:Iteration 31Q (6143.520000 sec): 3 clusters
  Score: Raw -4610793.338334 + Penalty 5138.431450 = -4605654.906883
  nChanged 131
		SP:Iteration 32Q (6143.610000 sec): 3 clusters
  Score: Raw -4610834.476294 + Penalty 5138.431450 = -4605696.044844
  nChanged 118
		SP:Iteration 33Q (6143.700000 sec): 3 clusters
  Score: Raw -4610866.350207 + Penalty 5138.431450 = -4605727.918757
  nChanged 93
		SP:Iteration 34Q (6143.790000 sec): 3 clusters
  Score: Raw -4610885.982090 + Penalty 5138.431450 = -4605747.550639
  nChanged 68
		SP:Iteration 35Q (6143.880000 sec): 3 clusters
  Score: Raw -4610900.379479 + Penalty 5138.431450 = -4605761.948029
  nChanged 65
		SP:Iteration 36Q (6143.970000 sec): 3 clusters
  Score: Raw -4610914.320099 + Penalty 5138.431450 = -4605775.888649
  nChanged 48
		SP:Iteration 37Q (6144.060000 sec): 3 clusters
  Score: Raw -4610922.972590 + Penalty 5138.431450 = -4605784.541140
  nChanged 43
		SP:Iteration 38Q (6144.150000 sec): 3 clusters
  Score: Raw -4610931.082801 + Penalty 5138.431450 = -4605792.651351
  nChanged 40
		SP:Iteration 39Q (6144.240000 sec): 3 clusters
  Score: Raw -4610936.968660 + Penalty 5138.431450 = -4605798.537209
  nChanged 28
		SP:Iteration 40F (6144.360000 sec): 3 clusters
  Score: Raw -4610940.897680 + Penalty 5138.431450 = -4605802.466230
  nChanged 15
		SP:Iteration 41Q (6144.450000 sec): 3 clusters
  Score: Raw -4610942.659269 + Penalty 5138.431450 = -4605804.227819
  nChanged 19
		SP:Iteration 42Q (6144.530000 sec): 3 clusters
  Score: Raw -4610945.774284 + Penalty 5138.431450 = -4605807.342834
  nChanged 21
		SP:Iteration 43Q (6144.630000 sec): 3 clusters
  Score: Raw -4610948.802869 + Penalty 5138.431450 = -4605810.371418
  nChanged 14
		SP:Iteration 44Q (6144.720000 sec): 3 clusters
  Score: Raw -4610950.898219 + Penalty 5138.431450 = -4605812.466768
  nChanged 13
		SP:Iteration 45Q (6144.810000 sec): 3 clusters
  Score: Raw -4610953.320342 + Penalty 5138.431450 = -4605814.888892
  nChanged 17
		SP:Iteration 46Q (6144.900000 sec): 3 clusters
  Score: Raw -4610956.190403 + Penalty 5138.431450 = -4605817.758953
  nChanged 17
		SP:Iteration 47Q (6144.990000 sec): 3 clusters
  Score: Raw -4610958.635425 + Penalty 5138.431450 = -4605820.203974
  nChanged 12
		SP:Iteration 48Q (6145.070000 sec): 3 clusters
  Score: Raw -4610960.692645 + Penalty 5138.431450 = -4605822.261195
  nChanged 12
		SP:Iteration 49Q (6145.170000 sec): 3 clusters
  Score: Raw -4610962.871174 + Penalty 5138.431450 = -4605824.439724
  nChanged 13
		SP:Iteration 50Q (6145.250000 sec): 3 clusters
  Score: Raw -4610964.864558 + Penalty 5138.431450 = -4605826.433107
  nChanged 11
		SP:Iteration 51Q (6145.350000 sec): 3 clusters
  Score: Raw -4610966.279815 + Penalty 5138.431450 = -4605827.848364
  nChanged 12
		SP:Iteration 52Q (6145.430000 sec): 3 clusters
  Score: Raw -4610968.218808 + Penalty 5138.431450 = -4605829.787358
  nChanged 8
		SP:Iteration 53Q (6145.520000 sec): 3 clusters
  Score: Raw -4610969.086698 + Penalty 5138.431450 = -4605830.655248
  nChanged 8
		SP:Iteration 54Q (6145.610000 sec): 3 clusters
  Score: Raw -4610970.155724 + Penalty 5138.431450 = -4605831.724274
  nChanged 13
		SP:Iteration 55Q (6145.700000 sec): 3 clusters
  Score: Raw -4610972.050076 + Penalty 5138.431450 = -4605833.618625
  nChanged 12
		SP:Iteration 56Q (6145.790000 sec): 3 clusters
  Score: Raw -4610974.028909 + Penalty 5138.431450 = -4605835.597458
  nChanged 13
		SP:Iteration 57Q (6145.880000 sec): 3 clusters
  Score: Raw -4610976.019182 + Penalty 5138.431450 = -4605837.587731
  nChanged 10
		SP:Iteration 58Q (6145.970000 sec): 3 clusters
  Score: Raw -4610976.966267 + Penalty 5138.431450 = -4605838.534816
  nChanged 7
		SP:Iteration 59Q (6146.060000 sec): 3 clusters
  Score: Raw -4610978.380306 + Penalty 5138.431450 = -4605839.948855
  nChanged 5
		SP:Iteration 60F (6146.180000 sec): 3 clusters
  Score: Raw -4610979.178492 + Penalty 5138.431450 = -4605840.747041
  nChanged 2
		SP:Iteration 61Q (6146.270000 sec): 3 clusters
  Score: Raw -4610979.520312 + Penalty 5138.431450 = -4605841.088861
  nChanged 3
		SP:Iteration 62Q (6146.350000 sec): 3 clusters
  Score: Raw -4610980.152672 + Penalty 5138.431450 = -4605841.721221
  nChanged 4
		SP:Iteration 63Q (6146.440000 sec): 3 clusters
  Score: Raw -4610980.616572 + Penalty 5138.431450 = -4605842.185122
  nChanged 0
		SP:Iteration 64F (6146.560000 sec): 3 clusters
  Score: Raw -4610980.616572 + Penalty 5138.431450 = -4605842.185122
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6146.880000 sec): 2 clusters
  Score: Raw -14358984.401597 + Penalty 2852.096023 = -14356132.305574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6147.250000 sec): 3 clusters
  Score: Raw -14295541.318803 + Penalty 5704.192045 = -14289837.126757
  nChanged 46632
		SP:Iteration 1F (6147.620000 sec): 3 clusters
  Score: Raw -14322168.193453 + Penalty 5704.192045 = -14316464.001407
  nChanged 3316
		SP:Iteration 2Q (6147.990000 sec): 3 clusters
  Score: Raw -14323020.240922 + Penalty 5704.192045 = -14317316.048877
  nChanged 3706
		SP:Iteration 3Q (6148.370000 sec): 3 clusters
  Score: Raw -14324241.102240 + Penalty 5704.192045 = -14318536.910194
  nChanged 4661
		SP:Iteration 4Q (6148.740000 sec): 3 clusters
  Score: Raw -14326264.477993 + Penalty 5704.192045 = -14320560.285948
  nChanged 5926
		SP:Iteration 5F (6149.110000 sec): 3 clusters
  Score: Raw -14329647.425954 + Penalty 5704.192045 = -14323943.233909
  nChanged 7268
		SP:Iteration 6F (6149.470000 sec): 3 clusters
  Score: Raw -14334676.928272 + Penalty 5704.192045 = -14328972.736227
  nChanged 7798
		SP:Iteration 7F (6149.840000 sec): 3 clusters
  Score: Raw -14340749.062624 + Penalty 5704.192045 = -14335044.870579
  nChanged 7055
		SP:Iteration 8F (6150.200000 sec): 3 clusters
  Score: Raw -14346598.123043 + Penalty 5704.192045 = -14340893.930997
  nChanged 5590
		SP:Iteration 9F (6150.570000 sec): 3 clusters
  Score: Raw -14351303.870554 + Penalty 5704.192045 = -14345599.678509
  nChanged 3941
		SP:Iteration 10Q (6150.930000 sec): 3 clusters
  Score: Raw -14354640.233301 + Penalty 5704.192045 = -14348936.041255
  nChanged 2628
		SP:Iteration 11Q (6151.270000 sec): 3 clusters
  Score: Raw -14356758.788408 + Penalty 5704.192045 = -14351054.596363
  nChanged 1597
		SP:Iteration 12Q (6151.590000 sec): 3 clusters
  Score: Raw -14357962.324079 + Penalty 5704.192045 = -14352258.132034
  nChanged 991
		SP:Iteration 13Q (6151.890000 sec): 3 clusters
  Score: Raw -14358642.488213 + Penalty 5704.192045 = -14352938.296168
  nChanged 602
		SP:Iteration 14Q (6152.170000 sec): 3 clusters
  Score: Raw -14359021.354807 + Penalty 5704.192045 = -14353317.162762
  nChanged 392
		SP:Iteration 15Q (6152.450000 sec): 3 clusters
  Score: Raw -14359259.644534 + Penalty 5704.192045 = -14353555.452489
  nChanged 270
		SP:Iteration 16Q (6152.720000 sec): 3 clusters
  Score: Raw -14359411.472970 + Penalty 5704.192045 = -14353707.280925
  nChanged 167
		SP:Iteration 17Q (6152.980000 sec): 3 clusters
  Score: Raw -14359491.548245 + Penalty 5704.192045 = -14353787.356199
  nChanged 127
		SP:Iteration 18Q (6153.250000 sec): 3 clusters
  Score: Raw -14359552.601993 + Penalty 5704.192045 = -14353848.409948
  nChanged 87
		SP:Iteration 19Q (6153.510000 sec): 3 clusters
  Score: Raw -14359596.749384 + Penalty 5704.192045 = -14353892.557338
  nChanged 75
		SP:Iteration 20F (6153.870000 sec): 3 clusters
  Score: Raw -14359632.983095 + Penalty 5704.192045 = -14353928.791050
  nChanged 43
		SP:Iteration 21Q (6154.140000 sec): 3 clusters
  Score: Raw -14359651.111886 + Penalty 5704.192045 = -14353946.919841
  nChanged 35
		SP:Iteration 22Q (6154.400000 sec): 3 clusters
  Score: Raw -14359667.146273 + Penalty 5704.192045 = -14353962.954228
  nChanged 30
		SP:Iteration 23Q (6154.660000 sec): 3 clusters
  Score: Raw -14359680.252139 + Penalty 5704.192045 = -14353976.060093
  nChanged 28
		SP:Iteration 24Q (6154.920000 sec): 3 clusters
  Score: Raw -14359692.872795 + Penalty 5704.192045 = -14353988.680749
  nChanged 21
		SP:Iteration 25Q (6155.180000 sec): 3 clusters
  Score: Raw -14359702.954180 + Penalty 5704.192045 = -14353998.762135
  nChanged 22
		SP:Iteration 26Q (6155.440000 sec): 3 clusters
  Score: Raw -14359709.777540 + Penalty 5704.192045 = -14354005.585494
  nChanged 18
		SP:Iteration 27Q (6155.700000 sec): 3 clusters
  Score: Raw -14359715.645779 + Penalty 5704.192045 = -14354011.453734
  nChanged 9
		SP:Iteration 28Q (6155.960000 sec): 3 clusters
  Score: Raw -14359719.155745 + Penalty 5704.192045 = -14354014.963699
  nChanged 6
		SP:Iteration 29Q (6156.220000 sec): 3 clusters
  Score: Raw -14359720.797563 + Penalty 5704.192045 = -14354016.605517
  nChanged 8
		SP:Iteration 30Q (6156.470000 sec): 3 clusters
  Score: Raw -14359722.465552 + Penalty 5704.192045 = -14354018.273507
  nChanged 4
		SP:Iteration 31Q (6156.730000 sec): 3 clusters
  Score: Raw -14359724.041370 + Penalty 5704.192045 = -14354019.849324
  nChanged 7
		SP:Iteration 32Q (6156.990000 sec): 3 clusters
  Score: Raw -14359726.278569 + Penalty 5704.192045 = -14354022.086524
  nChanged 7
		SP:Iteration 33Q (6157.250000 sec): 3 clusters
  Score: Raw -14359728.630977 + Penalty 5704.192045 = -14354024.438932
  nChanged 6
		SP:Iteration 34Q (6157.500000 sec): 3 clusters
  Score: Raw -14359730.446365 + Penalty 5704.192045 = -14354026.254320
  nChanged 5
		SP:Iteration 35Q (6157.760000 sec): 3 clusters
  Score: Raw -14359731.970035 + Penalty 5704.192045 = -14354027.777990
  nChanged 4
		SP:Iteration 36Q (6158.020000 sec): 3 clusters
  Score: Raw -14359733.096226 + Penalty 5704.192045 = -14354028.904181
  nChanged 3
		SP:Iteration 37Q (6158.280000 sec): 3 clusters
  Score: Raw -14359734.488074 + Penalty 5704.192045 = -14354030.296028
  nChanged 4
		SP:Iteration 38Q (6158.540000 sec): 3 clusters
  Score: Raw -14359735.506073 + Penalty 5704.192045 = -14354031.314028
  nChanged 2
		SP:Iteration 39Q (6158.800000 sec): 3 clusters
  Score: Raw -14359735.885172 + Penalty 5704.192045 = -14354031.693126
  nChanged 1
		SP:Iteration 40F (6159.150000 sec): 3 clusters
  Score: Raw -14359736.346249 + Penalty 5704.192045 = -14354032.154204
  nChanged 1
		SP:Iteration 41Q (6159.410000 sec): 3 clusters
  Score: Raw -14359736.452177 + Penalty 5704.192045 = -14354032.260132
  nChanged 0
		SP:Iteration 42F (6159.770000 sec): 3 clusters
  Score: Raw -14359736.452177 + Penalty 5704.192045 = -14354032.260132
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (35958 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6159.900000 sec): 2 clusters
  Score: Raw -5574860.925316 + Penalty 2601.546504 = -5572259.378813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6160.040000 sec): 3 clusters
  Score: Raw -5553046.410932 + Penalty 5203.093007 = -5547843.317924
  nChanged 16210
		SP:Iteration 1F (6160.170000 sec): 3 clusters
  Score: Raw -5561834.573737 + Penalty 5203.093007 = -5556631.480730
  nChanged 1582
		SP:Iteration 2Q (6160.310000 sec): 3 clusters
  Score: Raw -5562330.128823 + Penalty 5203.093007 = -5557127.035816
  nChanged 1506
		SP:Iteration 3Q (6160.440000 sec): 3 clusters
  Score: Raw -5562830.112653 + Penalty 5203.093007 = -5557627.019645
  nChanged 1510
		SP:Iteration 4Q (6160.580000 sec): 3 clusters
  Score: Raw -5563341.323338 + Penalty 5203.093007 = -5558138.230331
  nChanged 1529
		SP:Iteration 5Q (6160.720000 sec): 3 clusters
  Score: Raw -5563936.910547 + Penalty 5203.093007 = -5558733.817539
  nChanged 1684
		SP:Iteration 6Q (6160.850000 sec): 3 clusters
  Score: Raw -5564749.981586 + Penalty 5203.093007 = -5559546.888579
  nChanged 2009
		SP:Iteration 7F (6160.980000 sec): 3 clusters
  Score: Raw -5565932.799465 + Penalty 5203.093007 = -5560729.706457
  nChanged 2346
		SP:Iteration 8F (6161.120000 sec): 3 clusters
  Score: Raw -5567664.837470 + Penalty 5203.093007 = -5562461.744462
  nChanged 2646
		SP:Iteration 9F (6161.250000 sec): 3 clusters
  Score: Raw -5569867.293126 + Penalty 5203.093007 = -5564664.200118
  nChanged 2261
		SP:Iteration 10F (6161.380000 sec): 3 clusters
  Score: Raw -5571824.023278 + Penalty 5203.093007 = -5566620.930271
  nChanged 1709
		SP:Iteration 11Q (6161.510000 sec): 3 clusters
  Score: Raw -5573323.739958 + Penalty 5203.093007 = -5568120.646950
  nChanged 1049
		SP:Iteration 12Q (6161.630000 sec): 3 clusters
  Score: Raw -5574208.938347 + Penalty 5203.093007 = -5569005.845340
  nChanged 551
		SP:Iteration 13Q (6161.740000 sec): 3 clusters
  Score: Raw -5574657.426664 + Penalty 5203.093007 = -5569454.333656
  nChanged 298
		SP:Iteration 14Q (6161.850000 sec): 3 clusters
  Score: Raw -5574903.750802 + Penalty 5203.093007 = -5569700.657794
  nChanged 171
		SP:Iteration 15Q (6161.960000 sec): 3 clusters
  Score: Raw -5575036.661835 + Penalty 5203.093007 = -5569833.568828
  nChanged 96
		SP:Iteration 16Q (6162.060000 sec): 3 clusters
  Score: Raw -5575105.966797 + Penalty 5203.093007 = -5569902.873789
  nChanged 41
		SP:Iteration 17Q (6162.160000 sec): 3 clusters
  Score: Raw -5575141.276316 + Penalty 5203.093007 = -5569938.183309
  nChanged 35
		SP:Iteration 18Q (6162.250000 sec): 3 clusters
  Score: Raw -5575173.873073 + Penalty 5203.093007 = -5569970.780066
  nChanged 31
		SP:Iteration 19Q (6162.350000 sec): 3 clusters
  Score: Raw -5575204.337619 + Penalty 5203.093007 = -5570001.244612
  nChanged 19
		SP:Iteration 20F (6162.480000 sec): 3 clusters
  Score: Raw -5575221.425043 + Penalty 5203.093007 = -5570018.332035
  nChanged 16
		SP:Iteration 21Q (6162.580000 sec): 3 clusters
  Score: Raw -5575234.438600 + Penalty 5203.093007 = -5570031.345593
  nChanged 13
		SP:Iteration 22Q (6162.670000 sec): 3 clusters
  Score: Raw -5575245.749999 + Penalty 5203.093007 = -5570042.656992
  nChanged 8
		SP:Iteration 23Q (6162.770000 sec): 3 clusters
  Score: Raw -5575252.869047 + Penalty 5203.093007 = -5570049.776040
  nChanged 7
		SP:Iteration 24Q (6162.860000 sec): 3 clusters
  Score: Raw -5575257.872443 + Penalty 5203.093007 = -5570054.779436
  nChanged 2
		SP:Iteration 25Q (6162.960000 sec): 3 clusters
  Score: Raw -5575259.244509 + Penalty 5203.093007 = -5570056.151502
  nChanged 1
		SP:Iteration 26Q (6163.060000 sec): 3 clusters
  Score: Raw -5575259.850822 + Penalty 5203.093007 = -5570056.757814
  nChanged 0
		SP:Iteration 27F (6163.180000 sec): 3 clusters
  Score: Raw -5575259.850822 + Penalty 5203.093007 = -5570056.757814
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6163.500000 sec): 2 clusters
  Score: Raw -14571645.785738 + Penalty 2851.814599 = -14568793.971140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6163.870000 sec): 3 clusters
  Score: Raw -14508350.427906 + Penalty 5703.629197 = -14502646.798709
  nChanged 46631
		SP:Iteration 1F (6164.240000 sec): 3 clusters
  Score: Raw -14535039.243784 + Penalty 5703.629197 = -14529335.614587
  nChanged 3606
		SP:Iteration 2Q (6164.610000 sec): 3 clusters
  Score: Raw -14536071.315018 + Penalty 5703.629197 = -14530367.685821
  nChanged 4158
		SP:Iteration 3Q (6164.980000 sec): 3 clusters
  Score: Raw -14537527.152963 + Penalty 5703.629197 = -14531823.523766
  nChanged 4925
		SP:Iteration 4Q (6165.360000 sec): 3 clusters
  Score: Raw -14539613.324783 + Penalty 5703.629197 = -14533909.695585
  nChanged 5749
		SP:Iteration 5F (6165.720000 sec): 3 clusters
  Score: Raw -14542583.617729 + Penalty 5703.629197 = -14536879.988532
  nChanged 6552
		SP:Iteration 6F (6166.090000 sec): 3 clusters
  Score: Raw -14546601.726693 + Penalty 5703.629197 = -14540898.097496
  nChanged 6995
		SP:Iteration 7F (6166.450000 sec): 3 clusters
  Score: Raw -14551461.959012 + Penalty 5703.629197 = -14545758.329815
  nChanged 6813
		SP:Iteration 8F (6166.820000 sec): 3 clusters
  Score: Raw -14556568.810663 + Penalty 5703.629197 = -14550865.181466
  nChanged 6057
		SP:Iteration 9F (6167.180000 sec): 3 clusters
  Score: Raw -14561402.250840 + Penalty 5703.629197 = -14555698.621643
  nChanged 4830
		SP:Iteration 10Q (6167.550000 sec): 3 clusters
  Score: Raw -14565405.455747 + Penalty 5703.629197 = -14559701.826550
  nChanged 3501
		SP:Iteration 11Q (6167.920000 sec): 3 clusters
  Score: Raw -14568327.792099 + Penalty 5703.629197 = -14562624.162902
  nChanged 2188
		SP:Iteration 12Q (6168.280000 sec): 3 clusters
  Score: Raw -14570063.050200 + Penalty 5703.629197 = -14564359.421003
  nChanged 1224
		SP:Iteration 13Q (6168.610000 sec): 3 clusters
  Score: Raw -14570974.625152 + Penalty 5703.629197 = -14565270.995955
  nChanged 671
		SP:Iteration 14Q (6168.910000 sec): 3 clusters
  Score: Raw -14571447.790461 + Penalty 5703.629197 = -14565744.161264
  nChanged 351
		SP:Iteration 15Q (6169.200000 sec): 3 clusters
  Score: Raw -14571694.462921 + Penalty 5703.629197 = -14565990.833724
  nChanged 197
		SP:Iteration 16Q (6169.480000 sec): 3 clusters
  Score: Raw -14571827.529987 + Penalty 5703.629197 = -14566123.900790
  nChanged 118
		SP:Iteration 17Q (6169.740000 sec): 3 clusters
  Score: Raw -14571912.173345 + Penalty 5703.629197 = -14566208.544148
  nChanged 74
		SP:Iteration 18Q (6170.010000 sec): 3 clusters
  Score: Raw -14571963.030696 + Penalty 5703.629197 = -14566259.401499
  nChanged 56
		SP:Iteration 19Q (6170.280000 sec): 3 clusters
  Score: Raw -14572000.885759 + Penalty 5703.629197 = -14566297.256562
  nChanged 40
		SP:Iteration 20F (6170.630000 sec): 3 clusters
  Score: Raw -14572032.039951 + Penalty 5703.629197 = -14566328.410754
  nChanged 35
		SP:Iteration 21Q (6170.900000 sec): 3 clusters
  Score: Raw -14572053.658851 + Penalty 5703.629197 = -14566350.029654
  nChanged 23
		SP:Iteration 22Q (6171.160000 sec): 3 clusters
  Score: Raw -14572065.922534 + Penalty 5703.629197 = -14566362.293337
  nChanged 19
		SP:Iteration 23Q (6171.420000 sec): 3 clusters
  Score: Raw -14572075.402697 + Penalty 5703.629197 = -14566371.773500
  nChanged 4
		SP:Iteration 24Q (6171.680000 sec): 3 clusters
  Score: Raw -14572076.649157 + Penalty 5703.629197 = -14566373.019960
  nChanged 2
		SP:Iteration 25Q (6171.940000 sec): 3 clusters
  Score: Raw -14572077.626648 + Penalty 5703.629197 = -14566373.997451
  nChanged 4
		SP:Iteration 26Q (6172.200000 sec): 3 clusters
  Score: Raw -14572078.759821 + Penalty 5703.629197 = -14566375.130624
  nChanged 1
		SP:Iteration 27Q (6172.460000 sec): 3 clusters
  Score: Raw -14572078.995340 + Penalty 5703.629197 = -14566375.366143
  nChanged 0
		SP:Iteration 28F (6172.820000 sec): 3 clusters
  Score: Raw -14572078.995340 + Penalty 5703.629197 = -14566375.366143
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6172.860000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6172.860000 sec): 3 clusters
  Score: Raw -22166.532876 + Penalty 2547.356025 = -19619.176851
  nChanged 7
		SP:Iteration 1Q (6172.860000 sec): 3 clusters
  Score: Raw -22198.481180 + Penalty 2547.356025 = -19651.125156
  nChanged 1
		SP:Iteration 2Q (6172.860000 sec): 3 clusters
  Score: Raw -22200.578093 + Penalty 2547.356025 = -19653.222068
  nChanged 0
		SP:Iteration 3F (6172.860000 sec): 3 clusters
  Score: Raw -22200.578093 + Penalty 2547.356025 = -19653.222068
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51085 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6173.040000 sec): 2 clusters
  Score: Raw -7502022.996858 + Penalty 2688.629055 = -7499334.367803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6173.230000 sec): 3 clusters
  Score: Raw -7470331.815752 + Penalty 5377.258111 = -7464954.557641
  nChanged 23560
		SP:Iteration 1F (6173.420000 sec): 3 clusters
  Score: Raw -7483317.507514 + Penalty 5377.258111 = -7477940.249403
  nChanged 2374
		SP:Iteration 2Q (6173.610000 sec): 3 clusters
  Score: Raw -7484174.832711 + Penalty 5377.258111 = -7478797.574600
  nChanged 2524
		SP:Iteration 3Q (6173.800000 sec): 3 clusters
  Score: Raw -7485175.902333 + Penalty 5377.258111 = -7479798.644222
  nChanged 2745
		SP:Iteration 4F (6173.990000 sec): 3 clusters
  Score: Raw -7486426.030820 + Penalty 5377.258111 = -7481048.772710
  nChanged 3007
		SP:Iteration 5F (6174.180000 sec): 3 clusters
  Score: Raw -7487970.643032 + Penalty 5377.258111 = -7482593.384921
  nChanged 3055
		SP:Iteration 6F (6174.370000 sec): 3 clusters
  Score: Raw -7489480.728886 + Penalty 5377.258111 = -7484103.470775
  nChanged 2802
		SP:Iteration 7F (6174.560000 sec): 3 clusters
  Score: Raw -7490799.300133 + Penalty 5377.258111 = -7485422.042022
  nChanged 2351
		SP:Iteration 8Q (6174.750000 sec): 3 clusters
  Score: Raw -7491764.114564 + Penalty 5377.258111 = -7486386.856453
  nChanged 1912
		SP:Iteration 9Q (6174.940000 sec): 3 clusters
  Score: Raw -7492545.698577 + Penalty 5377.258111 = -7487168.440466
  nChanged 1664
		SP:Iteration 10Q (6175.130000 sec): 3 clusters
  Score: Raw -7493300.277367 + Penalty 5377.258111 = -7487923.019256
  nChanged 1577
		SP:Iteration 11Q (6175.320000 sec): 3 clusters
  Score: Raw -7494125.076387 + Penalty 5377.258111 = -7488747.818276
  nChanged 1492
		SP:Iteration 12Q (6175.520000 sec): 3 clusters
  Score: Raw -7494998.029229 + Penalty 5377.258111 = -7489620.771118
  nChanged 1423
		SP:Iteration 13Q (6175.710000 sec): 3 clusters
  Score: Raw -7495907.646886 + Penalty 5377.258111 = -7490530.388775
  nChanged 1308
		SP:Iteration 14Q (6175.900000 sec): 3 clusters
  Score: Raw -7496752.201460 + Penalty 5377.258111 = -7491374.943349
  nChanged 1198
		SP:Iteration 15Q (6176.080000 sec): 3 clusters
  Score: Raw -7497437.032714 + Penalty 5377.258111 = -7492059.774603
  nChanged 1002
		SP:Iteration 16Q (6176.260000 sec): 3 clusters
  Score: Raw -7497956.026835 + Penalty 5377.258111 = -7492578.768724
  nChanged 874
		SP:Iteration 17Q (6176.430000 sec): 3 clusters
  Score: Raw -7498391.318715 + Penalty 5377.258111 = -7493014.060604
  nChanged 798
		SP:Iteration 18Q (6176.590000 sec): 3 clusters
  Score: Raw -7498759.716019 + Penalty 5377.258111 = -7493382.457908
  nChanged 748
		SP:Iteration 19Q (6176.750000 sec): 3 clusters
  Score: Raw -7499093.909767 + Penalty 5377.258111 = -7493716.651656
  nChanged 716
		SP:Iteration 20F (6176.940000 sec): 3 clusters
  Score: Raw -7499414.734377 + Penalty 5377.258111 = -7494037.476266
  nChanged 622
		SP:Iteration 21Q (6177.100000 sec): 3 clusters
  Score: Raw -7499682.801425 + Penalty 5377.258111 = -7494305.543314
  nChanged 573
		SP:Iteration 22Q (6177.250000 sec): 3 clusters
  Score: Raw -7499933.296244 + Penalty 5377.258111 = -7494556.038133
  nChanged 537
		SP:Iteration 23Q (6177.410000 sec): 3 clusters
  Score: Raw -7500169.574433 + Penalty 5377.258111 = -7494792.316322
  nChanged 505
		SP:Iteration 24Q (6177.560000 sec): 3 clusters
  Score: Raw -7500399.289445 + Penalty 5377.258111 = -7495022.031334
  nChanged 469
		SP:Iteration 25Q (6177.700000 sec): 3 clusters
  Score: Raw -7500608.316415 + Penalty 5377.258111 = -7495231.058304
  nChanged 394
		SP:Iteration 26Q (6177.850000 sec): 3 clusters
  Score: Raw -7500786.826704 + Penalty 5377.258111 = -7495409.568593
  nChanged 363
		SP:Iteration 27Q (6178.000000 sec): 3 clusters
  Score: Raw -7500947.236175 + Penalty 5377.258111 = -7495569.978064
  nChanged 321
		SP:Iteration 28Q (6178.140000 sec): 3 clusters
  Score: Raw -7501090.988299 + Penalty 5377.258111 = -7495713.730188
  nChanged 290
		SP:Iteration 29Q (6178.280000 sec): 3 clusters
  Score: Raw -7501215.515911 + Penalty 5377.258111 = -7495838.257800
  nChanged 234
		SP:Iteration 30Q (6178.430000 sec): 3 clusters
  Score: Raw -7501316.028067 + Penalty 5377.258111 = -7495938.769956
  nChanged 219
		SP:Iteration 31Q (6178.570000 sec): 3 clusters
  Score: Raw -7501413.074411 + Penalty 5377.258111 = -7496035.816300
  nChanged 186
		SP:Iteration 32Q (6178.710000 sec): 3 clusters
  Score: Raw -7501490.279232 + Penalty 5377.258111 = -7496113.021121
  nChanged 180
		SP:Iteration 33Q (6178.840000 sec): 3 clusters
  Score: Raw -7501570.816014 + Penalty 5377.258111 = -7496193.557903
  nChanged 179
		SP:Iteration 34Q (6178.980000 sec): 3 clusters
  Score: Raw -7501651.611025 + Penalty 5377.258111 = -7496274.352915
  nChanged 160
		SP:Iteration 35Q (6179.120000 sec): 3 clusters
  Score: Raw -7501730.901770 + Penalty 5377.258111 = -7496353.643659
  nChanged 141
		SP:Iteration 36Q (6179.260000 sec): 3 clusters
  Score: Raw -7501807.207797 + Penalty 5377.258111 = -7496429.949686
  nChanged 131
		SP:Iteration 37Q (6179.390000 sec): 3 clusters
  Score: Raw -7501876.345110 + Penalty 5377.258111 = -7496499.087000
  nChanged 111
		SP:Iteration 38Q (6179.530000 sec): 3 clusters
  Score: Raw -7501943.948512 + Penalty 5377.258111 = -7496566.690401
  nChanged 97
		SP:Iteration 39Q (6179.660000 sec): 3 clusters
  Score: Raw -7502000.493434 + Penalty 5377.258111 = -7496623.235324
  nChanged 87
		SP:Iteration 40F (6179.840000 sec): 3 clusters
  Score: Raw -7502055.401569 + Penalty 5377.258111 = -7496678.143459
  nChanged 70
		SP:Iteration 41Q (6179.980000 sec): 3 clusters
  Score: Raw -7502109.324040 + Penalty 5377.258111 = -7496732.065929
  nChanged 60
		SP:Iteration 42Q (6180.110000 sec): 3 clusters
  Score: Raw -7502146.012235 + Penalty 5377.258111 = -7496768.754124
  nChanged 54
		SP:Iteration 43Q (6180.240000 sec): 3 clusters
  Score: Raw -7502175.134511 + Penalty 5377.258111 = -7496797.876401
  nChanged 33
		SP:Iteration 44Q (6180.380000 sec): 3 clusters
  Score: Raw -7502194.474315 + Penalty 5377.258111 = -7496817.216205
  nChanged 29
		SP:Iteration 45Q (6180.510000 sec): 3 clusters
  Score: Raw -7502209.836929 + Penalty 5377.258111 = -7496832.578819
  nChanged 28
		SP:Iteration 46Q (6180.640000 sec): 3 clusters
  Score: Raw -7502227.341599 + Penalty 5377.258111 = -7496850.083488
  nChanged 18
		SP:Iteration 47Q (6180.770000 sec): 3 clusters
  Score: Raw -7502236.797346 + Penalty 5377.258111 = -7496859.539235
  nChanged 16
		SP:Iteration 48Q (6180.900000 sec): 3 clusters
  Score: Raw -7502246.048864 + Penalty 5377.258111 = -7496868.790753
  nChanged 16
		SP:Iteration 49Q (6181.040000 sec): 3 clusters
  Score: Raw -7502256.879518 + Penalty 5377.258111 = -7496879.621407
  nChanged 12
		SP:Iteration 50Q (6181.160000 sec): 3 clusters
  Score: Raw -7502263.293086 + Penalty 5377.258111 = -7496886.034975
  nChanged 3
		SP:Iteration 51Q (6181.300000 sec): 3 clusters
  Score: Raw -7502265.412989 + Penalty 5377.258111 = -7496888.154878
  nChanged 5
		SP:Iteration 52Q (6181.430000 sec): 3 clusters
  Score: Raw -7502269.680169 + Penalty 5377.258111 = -7496892.422058
  nChanged 11
		SP:Iteration 53Q (6181.560000 sec): 3 clusters
  Score: Raw -7502277.602384 + Penalty 5377.258111 = -7496900.344273
  nChanged 11
		SP:Iteration 54Q (6181.700000 sec): 3 clusters
  Score: Raw -7502282.909346 + Penalty 5377.258111 = -7496905.651236
  nChanged 11
		SP:Iteration 55Q (6181.830000 sec): 3 clusters
  Score: Raw -7502289.962826 + Penalty 5377.258111 = -7496912.704715
  nChanged 15
		SP:Iteration 56Q (6181.960000 sec): 3 clusters
  Score: Raw -7502298.522677 + Penalty 5377.258111 = -7496921.264566
  nChanged 9
		SP:Iteration 57Q (6182.100000 sec): 3 clusters
  Score: Raw -7502304.670010 + Penalty 5377.258111 = -7496927.411900
  nChanged 7
		SP:Iteration 58Q (6182.230000 sec): 3 clusters
  Score: Raw -7502308.767494 + Penalty 5377.258111 = -7496931.509383
  nChanged 5
		SP:Iteration 59Q (6182.360000 sec): 3 clusters
  Score: Raw -7502311.925234 + Penalty 5377.258111 = -7496934.667123
  nChanged 7
		SP:Iteration 60F (6182.540000 sec): 3 clusters
  Score: Raw -7502316.443849 + Penalty 5377.258111 = -7496939.185738
  nChanged 5
		SP:Iteration 61Q (6182.670000 sec): 3 clusters
  Score: Raw -7502318.955834 + Penalty 5377.258111 = -7496941.697723
  nChanged 3
		SP:Iteration 62Q (6182.800000 sec): 3 clusters
  Score: Raw -7502320.724549 + Penalty 5377.258111 = -7496943.466438
  nChanged 6
		SP:Iteration 63Q (6182.930000 sec): 3 clusters
  Score: Raw -7502323.543771 + Penalty 5377.258111 = -7496946.285661
  nChanged 6
		SP:Iteration 64Q (6183.070000 sec): 3 clusters
  Score: Raw -7502327.657164 + Penalty 5377.258111 = -7496950.399053
  nChanged 6
		SP:Iteration 65Q (6183.190000 sec): 3 clusters
  Score: Raw -7502332.215304 + Penalty 5377.258111 = -7496954.957193
  nChanged 6
		SP:Iteration 66Q (6183.330000 sec): 3 clusters
  Score: Raw -7502336.821486 + Penalty 5377.258111 = -7496959.563375
  nChanged 5
		SP:Iteration 67Q (6183.450000 sec): 3 clusters
  Score: Raw -7502340.623882 + Penalty 5377.258111 = -7496963.365771
  nChanged 8
		SP:Iteration 68Q (6183.590000 sec): 3 clusters
  Score: Raw -7502346.020322 + Penalty 5377.258111 = -7496968.762212
  nChanged 8
		SP:Iteration 69Q (6183.710000 sec): 3 clusters
  Score: Raw -7502351.423641 + Penalty 5377.258111 = -7496974.165530
  nChanged 5
		SP:Iteration 70Q (6183.840000 sec): 3 clusters
  Score: Raw -7502353.961556 + Penalty 5377.258111 = -7496976.703445
  nChanged 3
		SP:Iteration 71Q (6183.970000 sec): 3 clusters
  Score: Raw -7502355.651872 + Penalty 5377.258111 = -7496978.393761
  nChanged 4
		SP:Iteration 72Q (6184.100000 sec): 3 clusters
  Score: Raw -7502358.098854 + Penalty 5377.258111 = -7496980.840744
  nChanged 5
		SP:Iteration 73Q (6184.230000 sec): 3 clusters
  Score: Raw -7502360.006645 + Penalty 5377.258111 = -7496982.748535
  nChanged 1
		SP:Iteration 74Q (6184.370000 sec): 3 clusters
  Score: Raw -7502360.510682 + Penalty 5377.258111 = -7496983.252571
  nChanged 1
		SP:Iteration 75Q (6184.490000 sec): 3 clusters
  Score: Raw -7502360.916182 + Penalty 5377.258111 = -7496983.658071
  nChanged 2
		SP:Iteration 76Q (6184.630000 sec): 3 clusters
  Score: Raw -7502362.630459 + Penalty 5377.258111 = -7496985.372348
  nChanged 2
		SP:Iteration 77Q (6184.750000 sec): 3 clusters
  Score: Raw -7502364.427600 + Penalty 5377.258111 = -7496987.169489
  nChanged 5
		SP:Iteration 78Q (6184.890000 sec): 3 clusters
  Score: Raw -7502367.644727 + Penalty 5377.258111 = -7496990.386616
  nChanged 1
		SP:Iteration 79Q (6185.020000 sec): 3 clusters
  Score: Raw -7502368.488477 + Penalty 5377.258111 = -7496991.230366
  nChanged 2
		SP:Iteration 80F (6185.200000 sec): 3 clusters
  Score: Raw -7502369.447784 + Penalty 5377.258111 = -7496992.189673
  nChanged 1
		SP:Iteration 81Q (6185.330000 sec): 3 clusters
  Score: Raw -7502370.424937 + Penalty 5377.258111 = -7496993.166826
  nChanged 1
		SP:Iteration 82Q (6185.460000 sec): 3 clusters
  Score: Raw -7502371.038266 + Penalty 5377.258111 = -7496993.780156
  nChanged 0
		SP:Iteration 83F (6185.650000 sec): 3 clusters
  Score: Raw -7502371.038266 + Penalty 5377.258111 = -7496993.780156
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6185.680000 sec): 2 clusters
  Score: Raw -78986.204222 + Penalty 1532.644130 = -77453.560092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6185.690000 sec): 3 clusters
  Score: Raw -79217.831438 + Penalty 3065.288260 = -76152.543177
  nChanged 119
		SP:Iteration 1F (6185.690000 sec): 3 clusters
  Score: Raw -79635.929113 + Penalty 3065.288260 = -76570.640853
  nChanged 63
		SP:Iteration 2F (6185.690000 sec): 3 clusters
  Score: Raw -79893.827447 + Penalty 3065.288260 = -76828.539187
  nChanged 38
		SP:Iteration 3F (6185.690000 sec): 3 clusters
  Score: Raw -80072.279338 + Penalty 3065.288260 = -77006.991078
  nChanged 21
		SP:Iteration 4Q (6185.690000 sec): 3 clusters
  Score: Raw -80226.687993 + Penalty 3065.288260 = -77161.399733
  nChanged 13
		SP:Iteration 5Q (6185.700000 sec): 3 clusters
  Score: Raw -80287.556409 + Penalty 3065.288260 = -77222.268149
  nChanged 7
		SP:Iteration 6Q (6185.700000 sec): 3 clusters
  Score: Raw -80333.474441 + Penalty 3065.288260 = -77268.186181
  nChanged 3
		SP:Iteration 7Q (6185.700000 sec): 3 clusters
  Score: Raw -80360.869048 + Penalty 3065.288260 = -77295.580788
  nChanged 1
		SP:Iteration 8Q (6185.700000 sec): 3 clusters
  Score: Raw -80483.037019 + Penalty 3065.288260 = -77417.748759
  nChanged 0
		SP:Iteration 9F (6185.700000 sec): 3 clusters
  Score: Raw -80489.069462 + Penalty 3065.288260 = -77423.781202
  nChanged 1
		SP:Iteration 10Q (6185.700000 sec): 3 clusters
  Score: Raw -80523.534890 + Penalty 3065.288260 = -77458.246629
  nChanged 1
		SP:Iteration 11Q (6185.700000 sec): 3 clusters
  Score: Raw -80529.838655 + Penalty 3065.288260 = -77464.550395
  nChanged 0
		SP:Iteration 12F (6185.700000 sec): 3 clusters
  Score: Raw -80529.838655 + Penalty 3065.288260 = -77464.550395
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 39.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6185.710000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6185.720000 sec): 3 clusters
  Score: Raw -68237.580717 + Penalty 3055.958832 = -65181.621886
  nChanged 78
		SP:Iteration 1F (6185.720000 sec): 3 clusters
  Score: Raw -68407.692547 + Penalty 3055.958832 = -65351.733715
  nChanged 21
		SP:Iteration 2Q (6185.720000 sec): 3 clusters
  Score: Raw -68456.842693 + Penalty 3055.958832 = -65400.883861
  nChanged 12
		SP:Iteration 3Q (6185.720000 sec): 3 clusters
  Score: Raw -68504.374351 + Penalty 3055.958832 = -65448.415520
  nChanged 5
		SP:Iteration 4Q (6185.720000 sec): 3 clusters
  Score: Raw -68522.188610 + Penalty 3055.958832 = -65466.229778
  nChanged 2
		SP:Iteration 5Q (6185.720000 sec): 3 clusters
  Score: Raw -68524.514256 + Penalty 3055.958832 = -65468.555424
  nChanged 1
		SP:Iteration 6Q (6185.720000 sec): 3 clusters
  Score: Raw -68526.201818 + Penalty 3055.958832 = -65470.242986
  nChanged 1
		SP:Iteration 7Q (6185.730000 sec): 3 clusters
  Score: Raw -68528.865132 + Penalty 3055.958832 = -65472.906300
  nChanged 1
		SP:Iteration 8Q (6185.730000 sec): 3 clusters
  Score: Raw -68529.779011 + Penalty 3055.958832 = -65473.820179
  nChanged 0
		SP:Iteration 9F (6185.730000 sec): 3 clusters
  Score: Raw -68529.779011 + Penalty 3055.958832 = -65473.820179
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (268687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6186.620000 sec): 2 clusters
  Score: Raw -39759824.110697 + Penalty 3100.322998 = -39756723.787699
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6187.620000 sec): 3 clusters
  Score: Raw -39582317.790404 + Penalty 6200.645997 = -39576117.144408
  nChanged 129957
		SP:Iteration 1F (6188.620000 sec): 3 clusters
  Score: Raw -39658759.457768 + Penalty 6200.645997 = -39652558.811772
  nChanged 6659
		SP:Iteration 2Q (6189.660000 sec): 3 clusters
  Score: Raw -39659946.839804 + Penalty 6200.645997 = -39653746.193807
  nChanged 7047
		SP:Iteration 3Q (6190.670000 sec): 3 clusters
  Score: Raw -39661322.880103 + Penalty 6200.645997 = -39655122.234106
  nChanged 7429
		SP:Iteration 4Q (6191.690000 sec): 3 clusters
  Score: Raw -39662904.523588 + Penalty 6200.645997 = -39656703.877592
  nChanged 8079
		SP:Iteration 5Q (6192.710000 sec): 3 clusters
  Score: Raw -39664754.278929 + Penalty 6200.645997 = -39658553.632933
  nChanged 8494
		SP:Iteration 6Q (6193.730000 sec): 3 clusters
  Score: Raw -39666830.185824 + Penalty 6200.645997 = -39660629.539827
  nChanged 9056
		SP:Iteration 7Q (6194.750000 sec): 3 clusters
  Score: Raw -39669073.651718 + Penalty 6200.645997 = -39662873.005721
  nChanged 9149
		SP:Iteration 8Q (6195.760000 sec): 3 clusters
  Score: Raw -39671345.610728 + Penalty 6200.645997 = -39665144.964731
  nChanged 9276
		SP:Iteration 9Q (6196.780000 sec): 3 clusters
  Score: Raw -39673688.847347 + Penalty 6200.645997 = -39667488.201351
  nChanged 9044
		SP:Iteration 10Q (6197.790000 sec): 3 clusters
  Score: Raw -39675929.294174 + Penalty 6200.645997 = -39669728.648177
  nChanged 8793
		SP:Iteration 11Q (6198.810000 sec): 3 clusters
  Score: Raw -39678020.671191 + Penalty 6200.645997 = -39671820.025195
  nChanged 8407
		SP:Iteration 12Q (6199.830000 sec): 3 clusters
  Score: Raw -39680090.089585 + Penalty 6200.645997 = -39673889.443588
  nChanged 8548
		SP:Iteration 13Q (6200.850000 sec): 3 clusters
  Score: Raw -39682401.859178 + Penalty 6200.645997 = -39676201.213182
  nChanged 8986
		SP:Iteration 14Q (6201.860000 sec): 3 clusters
  Score: Raw -39685140.545063 + Penalty 6200.645997 = -39678939.899066
  nChanged 9821
		SP:Iteration 15Q (6202.880000 sec): 3 clusters
  Score: Raw -39688699.426847 + Penalty 6200.645997 = -39682498.780851
  nChanged 11235
		SP:Iteration 16Q (6203.880000 sec): 3 clusters
  Score: Raw -39693664.865328 + Penalty 6200.645997 = -39687464.219331
  nChanged 13261
		SP:Iteration 17Q (6204.900000 sec): 3 clusters
  Score: Raw -39700823.066675 + Penalty 6200.645997 = -39694622.420679
  nChanged 15200
		SP:Iteration 18F (6205.890000 sec): 3 clusters
  Score: Raw -39710583.298954 + Penalty 6200.645997 = -39704382.652957
  nChanged 16240
		SP:Iteration 19F (6206.880000 sec): 3 clusters
  Score: Raw -39722748.375957 + Penalty 6200.645997 = -39716547.729960
  nChanged 15339
		SP:Iteration 20F (6207.860000 sec): 3 clusters
  Score: Raw -39735771.702526 + Penalty 6200.645997 = -39729571.056530
  nChanged 12226
		SP:Iteration 21Q (6208.870000 sec): 3 clusters
  Score: Raw -39747210.845224 + Penalty 6200.645997 = -39741010.199228
  nChanged 7818
		SP:Iteration 22Q (6209.850000 sec): 3 clusters
  Score: Raw -39754764.794792 + Penalty 6200.645997 = -39748564.148795
  nChanged 3665
		SP:Iteration 23Q (6210.710000 sec): 3 clusters
  Score: Raw -39758240.307140 + Penalty 6200.645997 = -39752039.661143
  nChanged 1307
		SP:Iteration 24Q (6211.460000 sec): 3 clusters
  Score: Raw -39759476.101105 + Penalty 6200.645997 = -39753275.455108
  nChanged 378
		SP:Iteration 25Q (6212.150000 sec): 3 clusters
  Score: Raw -39759873.624997 + Penalty 6200.645997 = -39753672.979000
  nChanged 113
		SP:Iteration 26Q (6212.800000 sec): 3 clusters
  Score: Raw -39760020.532350 + Penalty 6200.645997 = -39753819.886353
  nChanged 48
		SP:Iteration 27Q (6213.470000 sec): 3 clusters
  Score: Raw -39760081.348954 + Penalty 6200.645997 = -39753880.702957
  nChanged 26
		SP:Iteration 28Q (6214.170000 sec): 3 clusters
  Score: Raw -39760116.621786 + Penalty 6200.645997 = -39753915.975789
  nChanged 16
		SP:Iteration 29Q (6214.850000 sec): 3 clusters
  Score: Raw -39760134.959247 + Penalty 6200.645997 = -39753934.313250
  nChanged 9
		SP:Iteration 30Q (6215.530000 sec): 3 clusters
  Score: Raw -39760148.255468 + Penalty 6200.645997 = -39753947.609471
  nChanged 14
		SP:Iteration 31Q (6216.210000 sec): 3 clusters
  Score: Raw -39760167.699288 + Penalty 6200.645997 = -39753967.053292
  nChanged 9
		SP:Iteration 32Q (6216.890000 sec): 3 clusters
  Score: Raw -39760179.799529 + Penalty 6200.645997 = -39753979.153533
  nChanged 8
		SP:Iteration 33Q (6217.560000 sec): 3 clusters
  Score: Raw -39760191.950321 + Penalty 6200.645997 = -39753991.304324
  nChanged 6
		SP:Iteration 34Q (6218.240000 sec): 3 clusters
  Score: Raw -39760199.636631 + Penalty 6200.645997 = -39753998.990635
  nChanged 9
		SP:Iteration 35Q (6218.920000 sec): 3 clusters
  Score: Raw -39760208.077561 + Penalty 6200.645997 = -39754007.431564
  nChanged 3
		SP:Iteration 36Q (6219.600000 sec): 3 clusters
  Score: Raw -39760210.756045 + Penalty 6200.645997 = -39754010.110049
  nChanged 1
		SP:Iteration 37Q (6220.270000 sec): 3 clusters
  Score: Raw -39760211.481424 + Penalty 6200.645997 = -39754010.835427
  nChanged 0
		SP:Iteration 38F (6221.250000 sec): 3 clusters
  Score: Raw -39760211.481424 + Penalty 6200.645997 = -39754010.835427
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6221.440000 sec): 2 clusters
  Score: Raw -5134074.891526 + Penalty 2584.644570 = -5131490.246956
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6221.570000 sec): 3 clusters
  Score: Raw -5113799.399414 + Penalty 5169.289140 = -5108630.110274
  nChanged 15125
		SP:Iteration 1F (6221.690000 sec): 3 clusters
  Score: Raw -5122174.879786 + Penalty 5169.289140 = -5117005.590646
  nChanged 1522
		SP:Iteration 2Q (6221.810000 sec): 3 clusters
  Score: Raw -5122663.940296 + Penalty 5169.289140 = -5117494.651156
  nChanged 1430
		SP:Iteration 3Q (6221.940000 sec): 3 clusters
  Score: Raw -5123152.652717 + Penalty 5169.289140 = -5117983.363577
  nChanged 1391
		SP:Iteration 4Q (6222.070000 sec): 3 clusters
  Score: Raw -5123696.593185 + Penalty 5169.289140 = -5118527.304045
  nChanged 1453
		SP:Iteration 5Q (6222.190000 sec): 3 clusters
  Score: Raw -5124327.850207 + Penalty 5169.289140 = -5119158.561067
  nChanged 1616
		SP:Iteration 6Q (6222.320000 sec): 3 clusters
  Score: Raw -5125107.307067 + Penalty 5169.289140 = -5119938.017927
  nChanged 1680
		SP:Iteration 7F (6222.450000 sec): 3 clusters
  Score: Raw -5126015.902550 + Penalty 5169.289140 = -5120846.613410
  nChanged 1828
		SP:Iteration 8F (6222.570000 sec): 3 clusters
  Score: Raw -5127071.340464 + Penalty 5169.289140 = -5121902.051324
  nChanged 1815
		SP:Iteration 9F (6222.690000 sec): 3 clusters
  Score: Raw -5128153.421403 + Penalty 5169.289140 = -5122984.132263
  nChanged 1768
		SP:Iteration 10F (6222.820000 sec): 3 clusters
  Score: Raw -5129191.615709 + Penalty 5169.289140 = -5124022.326569
  nChanged 1516
		SP:Iteration 11Q (6222.950000 sec): 3 clusters
  Score: Raw -5130104.002449 + Penalty 5169.289140 = -5124934.713309
  nChanged 1209
		SP:Iteration 12Q (6223.070000 sec): 3 clusters
  Score: Raw -5130778.941439 + Penalty 5169.289140 = -5125609.652299
  nChanged 889
		SP:Iteration 13Q (6223.190000 sec): 3 clusters
  Score: Raw -5131139.260749 + Penalty 5169.289140 = -5125969.971609
  nChanged 629
		SP:Iteration 14Q (6223.320000 sec): 3 clusters
  Score: Raw -5131346.290054 + Penalty 5169.289140 = -5126177.000914
  nChanged 514
		SP:Iteration 15Q (6223.440000 sec): 3 clusters
  Score: Raw -5131499.153720 + Penalty 5169.289140 = -5126329.864580
  nChanged 453
		SP:Iteration 16Q (6223.560000 sec): 3 clusters
  Score: Raw -5131625.274424 + Penalty 5169.289140 = -5126455.985284
  nChanged 434
		SP:Iteration 17Q (6223.680000 sec): 3 clusters
  Score: Raw -5131736.787959 + Penalty 5169.289140 = -5126567.498819
  nChanged 401
		SP:Iteration 18Q (6223.810000 sec): 3 clusters
  Score: Raw -5131846.911014 + Penalty 5169.289140 = -5126677.621874
  nChanged 416
		SP:Iteration 19Q (6223.920000 sec): 3 clusters
  Score: Raw -5131961.835288 + Penalty 5169.289140 = -5126792.546148
  nChanged 431
		SP:Iteration 20F (6224.050000 sec): 3 clusters
  Score: Raw -5132081.653709 + Penalty 5169.289140 = -5126912.364569
  nChanged 412
		SP:Iteration 21Q (6224.170000 sec): 3 clusters
  Score: Raw -5132190.393868 + Penalty 5169.289140 = -5127021.104728
  nChanged 417
		SP:Iteration 22Q (6224.290000 sec): 3 clusters
  Score: Raw -5132304.578836 + Penalty 5169.289140 = -5127135.289696
  nChanged 437
		SP:Iteration 23Q (6224.400000 sec): 3 clusters
  Score: Raw -5132433.409631 + Penalty 5169.289140 = -5127264.120491
  nChanged 439
		SP:Iteration 24Q (6224.520000 sec): 3 clusters
  Score: Raw -5132563.074124 + Penalty 5169.289140 = -5127393.784984
  nChanged 407
		SP:Iteration 25Q (6224.630000 sec): 3 clusters
  Score: Raw -5132678.956939 + Penalty 5169.289140 = -5127509.667799
  nChanged 368
		SP:Iteration 26Q (6224.750000 sec): 3 clusters
  Score: Raw -5132776.615194 + Penalty 5169.289140 = -5127607.326054
  nChanged 320
		SP:Iteration 27Q (6224.860000 sec): 3 clusters
  Score: Raw -5132860.000871 + Penalty 5169.289140 = -5127690.711731
  nChanged 297
		SP:Iteration 28Q (6224.970000 sec): 3 clusters
  Score: Raw -5132934.542620 + Penalty 5169.289140 = -5127765.253479
  nChanged 289
		SP:Iteration 29Q (6225.080000 sec): 3 clusters
  Score: Raw -5133011.528121 + Penalty 5169.289140 = -5127842.238981
  nChanged 293
		SP:Iteration 30Q (6225.190000 sec): 3 clusters
  Score: Raw -5133086.533706 + Penalty 5169.289140 = -5127917.244566
  nChanged 271
		SP:Iteration 31Q (6225.300000 sec): 3 clusters
  Score: Raw -5133158.692263 + Penalty 5169.289140 = -5127989.403123
  nChanged 260
		SP:Iteration 32Q (6225.410000 sec): 3 clusters
  Score: Raw -5133229.435067 + Penalty 5169.289140 = -5128060.145927
  nChanged 268
		SP:Iteration 33Q (6225.510000 sec): 3 clusters
  Score: Raw -5133301.864504 + Penalty 5169.289140 = -5128132.575364
  nChanged 243
		SP:Iteration 34Q (6225.620000 sec): 3 clusters
  Score: Raw -5133364.565549 + Penalty 5169.289140 = -5128195.276409
  nChanged 230
		SP:Iteration 35Q (6225.730000 sec): 3 clusters
  Score: Raw -5133419.926290 + Penalty 5169.289140 = -5128250.637149
  nChanged 206
		SP:Iteration 36Q (6225.830000 sec): 3 clusters
  Score: Raw -5133467.400723 + Penalty 5169.289140 = -5128298.111583
  nChanged 192
		SP:Iteration 37Q (6225.940000 sec): 3 clusters
  Score: Raw -5133511.620440 + Penalty 5169.289140 = -5128342.331300
  nChanged 163
		SP:Iteration 38Q (6226.040000 sec): 3 clusters
  Score: Raw -5133554.084450 + Penalty 5169.289140 = -5128384.795310
  nChanged 154
		SP:Iteration 39Q (6226.150000 sec): 3 clusters
  Score: Raw -5133592.555293 + Penalty 5169.289140 = -5128423.266153
  nChanged 136
		SP:Iteration 40F (6226.270000 sec): 3 clusters
  Score: Raw -5133623.125959 + Penalty 5169.289140 = -5128453.836819
  nChanged 127
		SP:Iteration 41Q (6226.370000 sec): 3 clusters
  Score: Raw -5133651.249624 + Penalty 5169.289140 = -5128481.960484
  nChanged 107
		SP:Iteration 42Q (6226.470000 sec): 3 clusters
  Score: Raw -5133673.460567 + Penalty 5169.289140 = -5128504.171427
  nChanged 86
		SP:Iteration 43Q (6226.580000 sec): 3 clusters
  Score: Raw -5133691.941910 + Penalty 5169.289140 = -5128522.652770
  nChanged 85
		SP:Iteration 44Q (6226.680000 sec): 3 clusters
  Score: Raw -5133708.306670 + Penalty 5169.289140 = -5128539.017530
  nChanged 81
		SP:Iteration 45Q (6226.780000 sec): 3 clusters
  Score: Raw -5133722.521941 + Penalty 5169.289140 = -5128553.232801
  nChanged 85
		SP:Iteration 46Q (6226.880000 sec): 3 clusters
  Score: Raw -5133740.044569 + Penalty 5169.289140 = -5128570.755429
  nChanged 98
		SP:Iteration 47Q (6226.980000 sec): 3 clusters
  Score: Raw -5133763.346441 + Penalty 5169.289140 = -5128594.057301
  nChanged 97
		SP:Iteration 48Q (6227.080000 sec): 3 clusters
  Score: Raw -5133790.481396 + Penalty 5169.289140 = -5128621.192256
  nChanged 95
		SP:Iteration 49Q (6227.180000 sec): 3 clusters
  Score: Raw -5133815.262451 + Penalty 5169.289140 = -5128645.973311
  nChanged 84
		SP:Iteration 50Q (6227.280000 sec): 3 clusters
  Score: Raw -5133839.232152 + Penalty 5169.289140 = -5128669.943012
  nChanged 70
		SP:Iteration 51Q (6227.370000 sec): 3 clusters
  Score: Raw -5133855.921472 + Penalty 5169.289140 = -5128686.632332
  nChanged 69
		SP:Iteration 52Q (6227.470000 sec): 3 clusters
  Score: Raw -5133870.286580 + Penalty 5169.289140 = -5128700.997440
  nChanged 55
		SP:Iteration 53Q (6227.570000 sec): 3 clusters
  Score: Raw -5133881.574851 + Penalty 5169.289140 = -5128712.285711
  nChanged 54
		SP:Iteration 54Q (6227.670000 sec): 3 clusters
  Score: Raw -5133892.369112 + Penalty 5169.289140 = -5128723.079972
  nChanged 39
		SP:Iteration 55Q (6227.770000 sec): 3 clusters
  Score: Raw -5133900.034144 + Penalty 5169.289140 = -5128730.745003
  nChanged 47
		SP:Iteration 56Q (6227.860000 sec): 3 clusters
  Score: Raw -5133910.106904 + Penalty 5169.289140 = -5128740.817764
  nChanged 42
		SP:Iteration 57Q (6227.960000 sec): 3 clusters
  Score: Raw -5133919.304619 + Penalty 5169.289140 = -5128750.015478
  nChanged 43
		SP:Iteration 58Q (6228.060000 sec): 3 clusters
  Score: Raw -5133929.100592 + Penalty 5169.289140 = -5128759.811451
  nChanged 45
		SP:Iteration 59Q (6228.150000 sec): 3 clusters
  Score: Raw -5133938.088453 + Penalty 5169.289140 = -5128768.799313
  nChanged 33
		SP:Iteration 60F (6228.280000 sec): 3 clusters
  Score: Raw -5133946.454079 + Penalty 5169.289140 = -5128777.164939
  nChanged 40
		SP:Iteration 61Q (6228.380000 sec): 3 clusters
  Score: Raw -5133953.733609 + Penalty 5169.289140 = -5128784.444469
  nChanged 32
		SP:Iteration 62Q (6228.470000 sec): 3 clusters
  Score: Raw -5133959.892222 + Penalty 5169.289140 = -5128790.603082
  nChanged 31
		SP:Iteration 63Q (6228.570000 sec): 3 clusters
  Score: Raw -5133968.630655 + Penalty 5169.289140 = -5128799.341515
  nChanged 37
		SP:Iteration 64Q (6228.660000 sec): 3 clusters
  Score: Raw -5133978.008088 + Penalty 5169.289140 = -5128808.718948
  nChanged 38
		SP:Iteration 65Q (6228.760000 sec): 3 clusters
  Score: Raw -5133986.588773 + Penalty 5169.289140 = -5128817.299633
  nChanged 47
		SP:Iteration 66Q (6228.850000 sec): 3 clusters
  Score: Raw -5134000.351871 + Penalty 5169.289140 = -5128831.062731
  nChanged 48
		SP:Iteration 67Q (6228.950000 sec): 3 clusters
  Score: Raw -5134013.914395 + Penalty 5169.289140 = -5128844.625255
  nChanged 49
		SP:Iteration 68Q (6229.050000 sec): 3 clusters
  Score: Raw -5134026.615647 + Penalty 5169.289140 = -5128857.326507
  nChanged 47
		SP:Iteration 69Q (6229.140000 sec): 3 clusters
  Score: Raw -5134037.477934 + Penalty 5169.289140 = -5128868.188794
  nChanged 42
		SP:Iteration 70Q (6229.230000 sec): 3 clusters
  Score: Raw -5134047.451327 + Penalty 5169.289140 = -5128878.162187
  nChanged 43
		SP:Iteration 71Q (6229.330000 sec): 3 clusters
  Score: Raw -5134057.729143 + Penalty 5169.289140 = -5128888.440003
  nChanged 31
		SP:Iteration 72Q (6229.420000 sec): 3 clusters
  Score: Raw -5134065.679452 + Penalty 5169.289140 = -5128896.390312
  nChanged 32
		SP:Iteration 73Q (6229.510000 sec): 3 clusters
  Score: Raw -5134074.079636 + Penalty 5169.289140 = -5128904.790496
  nChanged 36
		SP:Iteration 74Q (6229.610000 sec): 3 clusters
  Score: Raw -5134082.623168 + Penalty 5169.289140 = -5128913.334028
  nChanged 34
		SP:Iteration 75Q (6229.710000 sec): 3 clusters
  Score: Raw -5134092.171521 + Penalty 5169.289140 = -5128922.882381
  nChanged 27
		SP:Iteration 76Q (6229.800000 sec): 3 clusters
  Score: Raw -5134098.937712 + Penalty 5169.289140 = -5128929.648572
  nChanged 34
		SP:Iteration 77Q (6229.890000 sec): 3 clusters
  Score: Raw -5134107.390434 + Penalty 5169.289140 = -5128938.101294
  nChanged 30
		SP:Iteration 78Q (6229.990000 sec): 3 clusters
  Score: Raw -5134113.455975 + Penalty 5169.289140 = -5128944.166835
  nChanged 21
		SP:Iteration 79Q (6230.080000 sec): 3 clusters
  Score: Raw -5134118.863018 + Penalty 5169.289140 = -5128949.573878
  nChanged 26
		SP:Iteration 80F (6230.210000 sec): 3 clusters
  Score: Raw -5134126.168627 + Penalty 5169.289140 = -5128956.879487
  nChanged 35
		SP:Iteration 81Q (6230.300000 sec): 3 clusters
  Score: Raw -5134136.055066 + Penalty 5169.289140 = -5128966.765926
  nChanged 30
		SP:Iteration 82Q (6230.390000 sec): 3 clusters
  Score: Raw -5134146.153378 + Penalty 5169.289140 = -5128976.864238
  nChanged 37
		SP:Iteration 83Q (6230.490000 sec): 3 clusters
  Score: Raw -5134157.970444 + Penalty 5169.289140 = -5128988.681304
  nChanged 39
		SP:Iteration 84Q (6230.580000 sec): 3 clusters
  Score: Raw -5134170.764037 + Penalty 5169.289140 = -5129001.474897
  nChanged 42
		SP:Iteration 85Q (6230.680000 sec): 3 clusters
  Score: Raw -5134182.599816 + Penalty 5169.289140 = -5129013.310676
  nChanged 32
		SP:Iteration 86Q (6230.770000 sec): 3 clusters
  Score: Raw -5134191.185131 + Penalty 5169.289140 = -5129021.895991
  nChanged 27
		SP:Iteration 87Q (6230.860000 sec): 3 clusters
  Score: Raw -5134198.986069 + Penalty 5169.289140 = -5129029.696929
  nChanged 27
		SP:Iteration 88Q (6230.960000 sec): 3 clusters
  Score: Raw -5134207.144822 + Penalty 5169.289140 = -5129037.855682
  nChanged 32
		SP:Iteration 89Q (6231.050000 sec): 3 clusters
  Score: Raw -5134217.098593 + Penalty 5169.289140 = -5129047.809453
  nChanged 20
		SP:Iteration 90Q (6231.150000 sec): 3 clusters
  Score: Raw -5134222.228228 + Penalty 5169.289140 = -5129052.939088
  nChanged 17
		SP:Iteration 91Q (6231.240000 sec): 3 clusters
  Score: Raw -5134227.930444 + Penalty 5169.289140 = -5129058.641303
  nChanged 25
		SP:Iteration 92Q (6231.330000 sec): 3 clusters
  Score: Raw -5134236.537485 + Penalty 5169.289140 = -5129067.248345
  nChanged 15
		SP:Iteration 93Q (6231.420000 sec): 3 clusters
  Score: Raw -5134241.498028 + Penalty 5169.289140 = -5129072.208888
  nChanged 15
		SP:Iteration 94Q (6231.510000 sec): 3 clusters
  Score: Raw -5134245.650431 + Penalty 5169.289140 = -5129076.361290
  nChanged 19
		SP:Iteration 95Q (6231.610000 sec): 3 clusters
  Score: Raw -5134250.973622 + Penalty 5169.289140 = -5129081.684482
  nChanged 9
		SP:Iteration 96Q (6231.700000 sec): 3 clusters
  Score: Raw -5134253.144734 + Penalty 5169.289140 = -5129083.855594
  nChanged 13
		SP:Iteration 97Q (6231.790000 sec): 3 clusters
  Score: Raw -5134255.637418 + Penalty 5169.289140 = -5129086.348278
  nChanged 11
		SP:Iteration 98Q (6231.880000 sec): 3 clusters
  Score: Raw -5134258.995463 + Penalty 5169.289140 = -5129089.706323
  nChanged 11
		SP:Iteration 99Q (6231.970000 sec): 3 clusters
  Score: Raw -5134262.142460 + Penalty 5169.289140 = -5129092.853320
  nChanged 8
		SP:Iteration 100F (6232.100000 sec): 3 clusters
  Score: Raw -5134263.416508 + Penalty 5169.289140 = -5129094.127368
  nChanged 6
		SP:Iteration 101Q (6232.190000 sec): 3 clusters
  Score: Raw -5134264.273212 + Penalty 5169.289140 = -5129094.984072
  nChanged 2
		SP:Iteration 102Q (6232.280000 sec): 3 clusters
  Score: Raw -5134264.737830 + Penalty 5169.289140 = -5129095.448690
  nChanged 1
		SP:Iteration 103Q (6232.370000 sec): 3 clusters
  Score: Raw -5134264.923988 + Penalty 5169.289140 = -5129095.634848
  nChanged 2
		SP:Iteration 104Q (6232.460000 sec): 3 clusters
  Score: Raw -5134265.214323 + Penalty 5169.289140 = -5129095.925183
  nChanged 0
		SP:Iteration 105F (6232.590000 sec): 3 clusters
  Score: Raw -5134265.214323 + Penalty 5169.289140 = -5129095.925183
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.600000 sec): 2 clusters
  Score: Raw -140086.188840 + Penalty 1729.902654 = -138356.286186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.610000 sec): 3 clusters
  Score: Raw -139870.877243 + Penalty 3459.805308 = -136411.071935
  nChanged 277
		SP:Iteration 1F (6232.610000 sec): 3 clusters
  Score: Raw -140239.341389 + Penalty 3459.805308 = -136779.536081
  nChanged 103
		SP:Iteration 2F (6232.610000 sec): 3 clusters
  Score: Raw -140420.416957 + Penalty 3459.805308 = -136960.611649
  nChanged 55
		SP:Iteration 3F (6232.620000 sec): 3 clusters
  Score: Raw -140513.566924 + Penalty 3459.805308 = -137053.761616
  nChanged 41
		SP:Iteration 4Q (6232.620000 sec): 3 clusters
  Score: Raw -140575.550255 + Penalty 3459.805308 = -137115.744947
  nChanged 25
		SP:Iteration 5Q (6232.630000 sec): 3 clusters
  Score: Raw -140617.407253 + Penalty 3459.805308 = -137157.601945
  nChanged 13
		SP:Iteration 6Q (6232.630000 sec): 3 clusters
  Score: Raw -140631.511139 + Penalty 3459.805308 = -137171.705831
  nChanged 6
		SP:Iteration 7Q (6232.630000 sec): 3 clusters
  Score: Raw -140635.737743 + Penalty 3459.805308 = -137175.932435
  nChanged 2
		SP:Iteration 8Q (6232.640000 sec): 3 clusters
  Score: Raw -140638.632896 + Penalty 3459.805308 = -137178.827588
  nChanged 2
		SP:Iteration 9Q (6232.640000 sec): 3 clusters
  Score: Raw -140642.992765 + Penalty 3459.805308 = -137183.187457
  nChanged 4
		SP:Iteration 10Q (6232.650000 sec): 3 clusters
  Score: Raw -140647.184090 + Penalty 3459.805308 = -137187.378782
  nChanged 4
		SP:Iteration 11Q (6232.650000 sec): 3 clusters
  Score: Raw -140651.030159 + Penalty 3459.805308 = -137191.224851
  nChanged 2
		SP:Iteration 12Q (6232.650000 sec): 3 clusters
  Score: Raw -140653.845529 + Penalty 3459.805308 = -137194.040221
  nChanged 6
		SP:Iteration 13Q (6232.660000 sec): 3 clusters
  Score: Raw -140663.088723 + Penalty 3459.805308 = -137203.283415
  nChanged 1
		SP:Iteration 14Q (6232.660000 sec): 3 clusters
  Score: Raw -140664.583144 + Penalty 3459.805308 = -137204.777836
  nChanged 0
		SP:Iteration 15F (6232.660000 sec): 3 clusters
  Score: Raw -140664.583144 + Penalty 3459.805308 = -137204.777836
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.670000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.670000 sec): 3 clusters
  Score: Raw -31500.908097 + Penalty 2705.839273 = -28795.068824
  nChanged 23
		SP:Iteration 1F (6232.670000 sec): 3 clusters
  Score: Raw -31594.331919 + Penalty 2705.839273 = -28888.492646
  nChanged 5
		SP:Iteration 2Q (6232.670000 sec): 3 clusters
  Score: Raw -31613.004895 + Penalty 2705.839273 = -28907.165621
  nChanged 1
		SP:Iteration 3Q (6232.670000 sec): 3 clusters
  Score: Raw -31614.381126 + Penalty 2705.839273 = -28908.541853
  nChanged 1
		SP:Iteration 4Q (6232.670000 sec): 3 clusters
  Score: Raw -31616.955376 + Penalty 2705.839273 = -28911.116103
  nChanged 0
		SP:Iteration 5F (6232.670000 sec): 3 clusters
  Score: Raw -31616.955376 + Penalty 2705.839273 = -28911.116103
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.680000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.680000 sec): 3 clusters
  Score: Raw -77810.448411 + Penalty 3172.049753 = -74638.398658
  nChanged 140
		SP:Iteration 1F (6232.680000 sec): 3 clusters
  Score: Raw -78065.778629 + Penalty 3172.049753 = -74893.728876
  nChanged 40
		SP:Iteration 2F (6232.680000 sec): 3 clusters
  Score: Raw -78193.379241 + Penalty 3172.049753 = -75021.329488
  nChanged 25
		SP:Iteration 3Q (6232.690000 sec): 3 clusters
  Score: Raw -78268.059515 + Penalty 3172.049753 = -75096.009762
  nChanged 22
		SP:Iteration 4Q (6232.690000 sec): 3 clusters
  Score: Raw -78344.948445 + Penalty 3172.049753 = -75172.898692
  nChanged 20
		SP:Iteration 5Q (6232.690000 sec): 3 clusters
  Score: Raw -78452.028318 + Penalty 3172.049753 = -75279.978565
  nChanged 24
		SP:Iteration 6Q (6232.690000 sec): 3 clusters
  Score: Raw -78515.808832 + Penalty 3172.049753 = -75343.759079
  nChanged 17
		SP:Iteration 7Q (6232.690000 sec): 3 clusters
  Score: Raw -78568.724781 + Penalty 3172.049753 = -75396.675028
  nChanged 10
		SP:Iteration 8Q (6232.690000 sec): 3 clusters
  Score: Raw -78610.693854 + Penalty 3172.049753 = -75438.644101
  nChanged 9
		SP:Iteration 9Q (6232.700000 sec): 3 clusters
  Score: Raw -78637.975246 + Penalty 3172.049753 = -75465.925494
  nChanged 8
		SP:Iteration 10Q (6232.700000 sec): 3 clusters
  Score: Raw -78671.445116 + Penalty 3172.049753 = -75499.395363
  nChanged 7
		SP:Iteration 11Q (6232.700000 sec): 3 clusters
  Score: Raw -78701.182009 + Penalty 3172.049753 = -75529.132257
  nChanged 6
		SP:Iteration 12Q (6232.700000 sec): 3 clusters
  Score: Raw -78711.914194 + Penalty 3172.049753 = -75539.864441
  nChanged 1
		SP:Iteration 13Q (6232.700000 sec): 3 clusters
  Score: Raw -78714.395926 + Penalty 3172.049753 = -75542.346173
  nChanged 1
		SP:Iteration 14Q (6232.710000 sec): 3 clusters
  Score: Raw -78716.766428 + Penalty 3172.049753 = -75544.716675
  nChanged 0
		SP:Iteration 15F (6232.710000 sec): 3 clusters
  Score: Raw -78718.641815 + Penalty 3172.049753 = -75546.592062
  nChanged 1
		SP:Iteration 16Q (6232.710000 sec): 3 clusters
  Score: Raw -78728.663087 + Penalty 3172.049753 = -75556.613335
  nChanged 1
		SP:Iteration 17Q (6232.710000 sec): 3 clusters
  Score: Raw -78731.979907 + Penalty 3172.049753 = -75559.930154
  nChanged 4
		SP:Iteration 18Q (6232.710000 sec): 3 clusters
  Score: Raw -78749.636921 + Penalty 3172.049753 = -75577.587169
  nChanged 3
		SP:Iteration 19Q (6232.710000 sec): 3 clusters
  Score: Raw -78759.523445 + Penalty 3172.049753 = -75587.473693
  nChanged 1
		SP:Iteration 20F (6232.720000 sec): 3 clusters
  Score: Raw -78762.586284 + Penalty 3172.049753 = -75590.536531
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.720000 sec): 2 clusters
  Score: Raw -23101.134561 + Penalty 1344.292680 = -21756.841881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.720000 sec): 3 clusters
  Score: Raw -23460.858100 + Penalty 2688.585360 = -20772.272741
  nChanged 29
		SP:Iteration 1F (6232.720000 sec): 3 clusters
  Score: Raw -23890.270385 + Penalty 2688.585360 = -21201.685026
  nChanged 20
		SP:Iteration 2F (6232.720000 sec): 3 clusters
  Score: Raw -24031.537984 + Penalty 2688.585360 = -21342.952625
  nChanged 10
		SP:Iteration 3Q (6232.720000 sec): 3 clusters
  Score: Raw -24097.997112 + Penalty 2688.585360 = -21409.411752
  nChanged 2
		SP:Iteration 4Q (6232.730000 sec): 3 clusters
  Score: Raw -24107.572161 + Penalty 2688.585360 = -21418.986802
  nChanged 2
		SP:Iteration 5Q (6232.730000 sec): 3 clusters
  Score: Raw -24117.351175 + Penalty 2688.585360 = -21428.765815
  nChanged 1
		SP:Iteration 6Q (6232.730000 sec): 3 clusters
  Score: Raw -24119.734100 + Penalty 2688.585360 = -21431.148740
  nChanged 1
		SP:Iteration 7Q (6232.730000 sec): 3 clusters
  Score: Raw -24124.619875 + Penalty 2688.585360 = -21436.034515
  nChanged 1
		SP:Iteration 8Q (6232.730000 sec): 3 clusters
  Score: Raw -24131.978954 + Penalty 2688.585360 = -21443.393594
  nChanged 1
		SP:Iteration 9Q (6232.730000 sec): 3 clusters
  Score: Raw -24138.261455 + Penalty 2688.585360 = -21449.676096
  nChanged 1
		SP:Iteration 10Q (6232.730000 sec): 3 clusters
  Score: Raw -24146.045342 + Penalty 2688.585360 = -21457.459982
  nChanged 0
		SP:Iteration 11F (6232.730000 sec): 3 clusters
  Score: Raw -24146.045342 + Penalty 2688.585360 = -21457.459982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.730000 sec): 2 clusters
  Score: Raw -33429.954582 + Penalty 1392.055770 = -32037.898812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.730000 sec): 3 clusters
  Score: Raw -33626.373490 + Penalty 2784.111541 = -30842.261949
  nChanged 40
		SP:Iteration 1F (6232.730000 sec): 3 clusters
  Score: Raw -33829.745317 + Penalty 2784.111541 = -31045.633776
  nChanged 15
		SP:Iteration 2F (6232.740000 sec): 3 clusters
  Score: Raw -33979.894397 + Penalty 2784.111541 = -31195.782857
  nChanged 10
		SP:Iteration 3Q (6232.740000 sec): 3 clusters
  Score: Raw -34059.657927 + Penalty 2784.111541 = -31275.546386
  nChanged 14
		SP:Iteration 4F (6232.740000 sec): 3 clusters
  Score: Raw -34223.206581 + Penalty 2784.111541 = -31439.095040
  nChanged 9
		SP:Iteration 5Q (6232.740000 sec): 3 clusters
  Score: Raw -34320.378586 + Penalty 2784.111541 = -31536.267045
  nChanged 5
		SP:Iteration 6Q (6232.740000 sec): 3 clusters
  Score: Raw -34368.176431 + Penalty 2784.111541 = -31584.064890
  nChanged 2
		SP:Iteration 7Q (6232.740000 sec): 3 clusters
  Score: Raw -34381.371411 + Penalty 2784.111541 = -31597.259871
  nChanged 3
		SP:Iteration 8Q (6232.740000 sec): 3 clusters
  Score: Raw -34406.643666 + Penalty 2784.111541 = -31622.532125
  nChanged 1
		SP:Iteration 9Q (6232.740000 sec): 3 clusters
  Score: Raw -34412.973360 + Penalty 2784.111541 = -31628.861819
  nChanged 1
		SP:Iteration 10Q (6232.740000 sec): 3 clusters
  Score: Raw -34417.161115 + Penalty 2784.111541 = -31633.049574
  nChanged 3
		SP:Iteration 11Q (6232.750000 sec): 3 clusters
  Score: Raw -34447.606093 + Penalty 2784.111541 = -31663.494552
  nChanged 5
		SP:Iteration 12Q (6232.750000 sec): 3 clusters
  Score: Raw -34476.704280 + Penalty 2784.111541 = -31692.592739
  nChanged 1
		SP:Iteration 13Q (6232.750000 sec): 3 clusters
  Score: Raw -34480.261058 + Penalty 2784.111541 = -31696.149517
  nChanged 0
		SP:Iteration 14F (6232.750000 sec): 3 clusters
  Score: Raw -34480.261058 + Penalty 2784.111541 = -31696.149517
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.750000 sec): 2 clusters
  Score: Raw -29409.107282 + Penalty 1334.214544 = -28074.892739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.750000 sec): 3 clusters
  Score: Raw -29605.196379 + Penalty 2668.429087 = -26936.767292
  nChanged 15
		SP:Iteration 1F (6232.750000 sec): 3 clusters
  Score: Raw -29681.098528 + Penalty 2668.429087 = -27012.669441
  nChanged 4
		SP:Iteration 2Q (6232.750000 sec): 3 clusters
  Score: Raw -29710.914650 + Penalty 2668.429087 = -27042.485562
  nChanged 3
		SP:Iteration 3Q (6232.750000 sec): 3 clusters
  Score: Raw -29730.898062 + Penalty 2668.429087 = -27062.468974
  nChanged 0
		SP:Iteration 4F (6232.750000 sec): 3 clusters
  Score: Raw -29730.898062 + Penalty 2668.429087 = -27062.468974
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.760000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.760000 sec): 3 clusters
  Score: Raw -55104.189805 + Penalty 2975.472535 = -52128.717271
  nChanged 62
		SP:Iteration 1F (6232.760000 sec): 3 clusters
  Score: Raw -55230.032290 + Penalty 2975.472535 = -52254.559755
  nChanged 7
		SP:Iteration 2Q (6232.760000 sec): 3 clusters
  Score: Raw -55243.557658 + Penalty 2975.472535 = -52268.085123
  nChanged 1
		SP:Iteration 3Q (6232.770000 sec): 3 clusters
  Score: Raw -55245.543943 + Penalty 2975.472535 = -52270.071408
  nChanged 6
		SP:Iteration 4Q (6232.770000 sec): 3 clusters
  Score: Raw -55263.769637 + Penalty 2975.472535 = -52288.297102
  nChanged 4
		SP:Iteration 5Q (6232.770000 sec): 3 clusters
  Score: Raw -55281.299513 + Penalty 2975.472535 = -52305.826978
  nChanged 5
		SP:Iteration 6Q (6232.770000 sec): 3 clusters
  Score: Raw -55292.043205 + Penalty 2975.472535 = -52316.570671
  nChanged 1
		SP:Iteration 7Q (6232.770000 sec): 3 clusters
  Score: Raw -55294.019737 + Penalty 2975.472535 = -52318.547202
  nChanged 1
		SP:Iteration 8Q (6232.770000 sec): 3 clusters
  Score: Raw -55296.031873 + Penalty 2975.472535 = -52320.559339
  nChanged 2
		SP:Iteration 9Q (6232.770000 sec): 3 clusters
  Score: Raw -55299.979438 + Penalty 2975.472535 = -52324.506903
  nChanged 2
		SP:Iteration 10Q (6232.770000 sec): 3 clusters
  Score: Raw -55305.510522 + Penalty 2975.472535 = -52330.037987
  nChanged 2
		SP:Iteration 11Q (6232.770000 sec): 3 clusters
  Score: Raw -55310.081045 + Penalty 2975.472535 = -52334.608511
  nChanged 3
		SP:Iteration 12Q (6232.780000 sec): 3 clusters
  Score: Raw -55318.326304 + Penalty 2975.472535 = -52342.853770
  nChanged 1
		SP:Iteration 13Q (6232.780000 sec): 3 clusters
  Score: Raw -55319.745729 + Penalty 2975.472535 = -52344.273195
  nChanged 0
		SP:Iteration 14F (6232.780000 sec): 3 clusters
  Score: Raw -55319.745729 + Penalty 2975.472535 = -52344.273195
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.780000 sec): 2 clusters
  Score: Raw -22119.283038 + Penalty 1408.682807 = -20710.600231
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.790000 sec): 3 clusters
  Score: Raw -22499.667008 + Penalty 2817.365614 = -19682.301394
  nChanged 80
		SP:Iteration 1F (6232.790000 sec): 3 clusters
  Score: Raw -23032.045235 + Penalty 2817.365614 = -20214.679621
  nChanged 25
		SP:Iteration 2F (6232.790000 sec): 3 clusters
  Score: Raw -23221.937039 + Penalty 2817.365614 = -20404.571425
  nChanged 6
		SP:Iteration 3Q (6232.790000 sec): 3 clusters
  Score: Raw -23311.391313 + Penalty 2817.365614 = -20494.025699
  nChanged 7
		SP:Iteration 4Q (6232.790000 sec): 3 clusters
  Score: Raw -23390.043645 + Penalty 2817.365614 = -20572.678031
  nChanged 3
		SP:Iteration 5Q (6232.790000 sec): 3 clusters
  Score: Raw -23455.933005 + Penalty 2817.365614 = -20638.567391
  nChanged 3
		SP:Iteration 6Q (6232.790000 sec): 3 clusters
  Score: Raw -23495.886013 + Penalty 2817.365614 = -20678.520399
  nChanged 2
		SP:Iteration 7Q (6232.790000 sec): 3 clusters
  Score: Raw -23516.344653 + Penalty 2817.365614 = -20698.979039
  nChanged 1
		SP:Iteration 8Q (6232.790000 sec): 3 clusters
  Score: Raw -23525.858318 + Penalty 2817.365614 = -20708.492704
  nChanged 2
		SP:Iteration 9Q (6232.790000 sec): 3 clusters
  Score: Raw -23532.681445 + Penalty 2817.365614 = -20715.315831
  nChanged 1
		SP:Iteration 10Q (6232.790000 sec): 3 clusters
  Score: Raw -23535.517114 + Penalty 2817.365614 = -20718.151500
  nChanged 0
		SP:Iteration 11F (6232.790000 sec): 3 clusters
  Score: Raw -23535.517114 + Penalty 2817.365614 = -20718.151500
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 41.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.800000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.800000 sec): 3 clusters
  Score: Raw -29589.915498 + Penalty 2686.385799 = -26903.529699
  nChanged 16
		SP:Iteration 1F (6232.800000 sec): 3 clusters
  Score: Raw -29652.604532 + Penalty 2686.385799 = -26966.218732
  nChanged 5
		SP:Iteration 2Q (6232.800000 sec): 3 clusters
  Score: Raw -29679.225946 + Penalty 2686.385799 = -26992.840146
  nChanged 6
		SP:Iteration 3Q (6232.810000 sec): 3 clusters
  Score: Raw -29705.570251 + Penalty 2686.385799 = -27019.184452
  nChanged 1
		SP:Iteration 4Q (6232.810000 sec): 3 clusters
  Score: Raw -29708.190483 + Penalty 2686.385799 = -27021.804683
  nChanged 0
		SP:Iteration 5F (6232.810000 sec): 3 clusters
  Score: Raw -29708.190483 + Penalty 2686.385799 = -27021.804683
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.810000 sec): 2 clusters
  Score: Raw -45032.003494 + Penalty 1441.162966 = -43590.840528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.810000 sec): 3 clusters
  Score: Raw -45213.514455 + Penalty 2882.325933 = -42331.188522
  nChanged 54
		SP:Iteration 1F (6232.810000 sec): 3 clusters
  Score: Raw -45348.361253 + Penalty 2882.325933 = -42466.035320
  nChanged 14
		SP:Iteration 2Q (6232.810000 sec): 3 clusters
  Score: Raw -45404.548575 + Penalty 2882.325933 = -42522.222642
  nChanged 8
		SP:Iteration 3Q (6232.810000 sec): 3 clusters
  Score: Raw -45433.339200 + Penalty 2882.325933 = -42551.013267
  nChanged 3
		SP:Iteration 4Q (6232.810000 sec): 3 clusters
  Score: Raw -45455.442099 + Penalty 2882.325933 = -42573.116167
  nChanged 1
		SP:Iteration 5Q (6232.820000 sec): 3 clusters
  Score: Raw -45459.615095 + Penalty 2882.325933 = -42577.289162
  nChanged 3
		SP:Iteration 6Q (6232.820000 sec): 3 clusters
  Score: Raw -45477.106164 + Penalty 2882.325933 = -42594.780232
  nChanged 4
		SP:Iteration 7Q (6232.820000 sec): 3 clusters
  Score: Raw -45485.319800 + Penalty 2882.325933 = -42602.993867
  nChanged 2
		SP:Iteration 8Q (6232.820000 sec): 3 clusters
  Score: Raw -45492.723504 + Penalty 2882.325933 = -42610.397571
  nChanged 3
		SP:Iteration 9Q (6232.820000 sec): 3 clusters
  Score: Raw -45511.634301 + Penalty 2882.325933 = -42629.308369
  nChanged 2
		SP:Iteration 10Q (6232.820000 sec): 3 clusters
  Score: Raw -45514.336440 + Penalty 2882.325933 = -42632.010507
  nChanged 0
		SP:Iteration 11F (6232.820000 sec): 3 clusters
  Score: Raw -45514.336440 + Penalty 2882.325933 = -42632.010507
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.830000 sec): 2 clusters
  Score: Raw -55273.799370 + Penalty 1503.241316 = -53770.558054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.830000 sec): 3 clusters
  Score: Raw -55361.927155 + Penalty 3006.482632 = -52355.444524
  nChanged 73
		SP:Iteration 1F (6232.830000 sec): 3 clusters
  Score: Raw -55595.698655 + Penalty 3006.482632 = -52589.216024
  nChanged 21
		SP:Iteration 2Q (6232.830000 sec): 3 clusters
  Score: Raw -55672.322763 + Penalty 3006.482632 = -52665.840131
  nChanged 18
		SP:Iteration 3Q (6232.830000 sec): 3 clusters
  Score: Raw -55748.365637 + Penalty 3006.482632 = -52741.883005
  nChanged 8
		SP:Iteration 4Q (6232.830000 sec): 3 clusters
  Score: Raw -55795.896882 + Penalty 3006.482632 = -52789.414251
  nChanged 6
		SP:Iteration 5Q (6232.840000 sec): 3 clusters
  Score: Raw -55829.086493 + Penalty 3006.482632 = -52822.603861
  nChanged 8
		SP:Iteration 6Q (6232.840000 sec): 3 clusters
  Score: Raw -55900.259949 + Penalty 3006.482632 = -52893.777318
  nChanged 5
		SP:Iteration 7Q (6232.840000 sec): 3 clusters
  Score: Raw -55918.871893 + Penalty 3006.482632 = -52912.389261
  nChanged 4
		SP:Iteration 8Q (6232.840000 sec): 3 clusters
  Score: Raw -55937.370723 + Penalty 3006.482632 = -52930.888092
  nChanged 4
		SP:Iteration 9Q (6232.840000 sec): 3 clusters
  Score: Raw -55957.426958 + Penalty 3006.482632 = -52950.944326
  nChanged 2
		SP:Iteration 10Q (6232.840000 sec): 3 clusters
  Score: Raw -55963.205729 + Penalty 3006.482632 = -52956.723097
  nChanged 2
		SP:Iteration 11Q (6232.850000 sec): 3 clusters
  Score: Raw -55967.856955 + Penalty 3006.482632 = -52961.374323
  nChanged 3
		SP:Iteration 12Q (6232.850000 sec): 3 clusters
  Score: Raw -55972.874184 + Penalty 3006.482632 = -52966.391552
  nChanged 0
		SP:Iteration 13F (6232.850000 sec): 3 clusters
  Score: Raw -55972.874184 + Penalty 3006.482632 = -52966.391552
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 38 (221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.850000 sec): 2 clusters
  Score: Raw -26010.390594 + Penalty 1338.744350 = -24671.646244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.850000 sec): 3 clusters
  Score: Raw -26436.133167 + Penalty 2677.488700 = -23758.644467
  nChanged 37
		SP:Iteration 1F (6232.850000 sec): 3 clusters
  Score: Raw -26618.569373 + Penalty 2677.488700 = -23941.080673
  nChanged 9
		SP:Iteration 2Q (6232.850000 sec): 3 clusters
  Score: Raw -26743.668899 + Penalty 2677.488700 = -24066.180199
  nChanged 6
		SP:Iteration 3Q (6232.850000 sec): 3 clusters
  Score: Raw -26761.372577 + Penalty 2677.488700 = -24083.883877
  nChanged 3
		SP:Iteration 4Q (6232.850000 sec): 3 clusters
  Score: Raw -26772.010649 + Penalty 2677.488700 = -24094.521949
  nChanged 3
		SP:Iteration 5Q (6232.860000 sec): 3 clusters
  Score: Raw -26784.744679 + Penalty 2677.488700 = -24107.255979
  nChanged 5
		SP:Iteration 6Q (6232.860000 sec): 3 clusters
  Score: Raw -26804.117320 + Penalty 2677.488700 = -24126.628620
  nChanged 4
		SP:Iteration 7Q (6232.860000 sec): 3 clusters
  Score: Raw -26817.971002 + Penalty 2677.488700 = -24140.482302
  nChanged 3
		SP:Iteration 8Q (6232.860000 sec): 3 clusters
  Score: Raw -26834.917463 + Penalty 2677.488700 = -24157.428763
  nChanged 3
		SP:Iteration 9Q (6232.860000 sec): 3 clusters
  Score: Raw -26854.377079 + Penalty 2677.488700 = -24176.888379
  nChanged 5
		SP:Iteration 10Q (6232.860000 sec): 3 clusters
  Score: Raw -26881.349500 + Penalty 2677.488700 = -24203.860800
  nChanged 7
		SP:Iteration 11Q (6232.860000 sec): 3 clusters
  Score: Raw -26925.429994 + Penalty 2677.488700 = -24247.941294
  nChanged 6
		SP:Iteration 12Q (6232.860000 sec): 3 clusters
  Score: Raw -26965.719961 + Penalty 2677.488700 = -24288.231261
  nChanged 5
		SP:Iteration 13Q (6232.860000 sec): 3 clusters
  Score: Raw -26998.053548 + Penalty 2677.488700 = -24320.564848
  nChanged 1
		SP:Iteration 14Q (6232.860000 sec): 3 clusters
  Score: Raw -27008.866289 + Penalty 2677.488700 = -24331.377589
  nChanged 0
		SP:Iteration 15F (6232.860000 sec): 3 clusters
  Score: Raw -27009.170792 + Penalty 2677.488700 = -24331.682092
  nChanged 1
		SP:Iteration 16Q (6232.870000 sec): 3 clusters
  Score: Raw -27023.723017 + Penalty 2677.488700 = -24346.234318
  nChanged 0
		SP:Iteration 17F (6232.870000 sec): 3 clusters
  Score: Raw -27023.723017 + Penalty 2677.488700 = -24346.234318
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.870000 sec): 2 clusters
  Score: Raw -68776.888008 + Penalty 1547.588410 = -67229.299598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.870000 sec): 3 clusters
  Score: Raw -68861.797514 + Penalty 3095.176819 = -65766.620695
  nChanged 98
		SP:Iteration 1F (6232.870000 sec): 3 clusters
  Score: Raw -69067.284103 + Penalty 3095.176819 = -65972.107284
  nChanged 31
		SP:Iteration 2F (6232.870000 sec): 3 clusters
  Score: Raw -69144.059103 + Penalty 3095.176819 = -66048.882283
  nChanged 10
		SP:Iteration 3Q (6232.880000 sec): 3 clusters
  Score: Raw -69164.290701 + Penalty 3095.176819 = -66069.113882
  nChanged 4
		SP:Iteration 4Q (6232.880000 sec): 3 clusters
  Score: Raw -69173.529039 + Penalty 3095.176819 = -66078.352220
  nChanged 8
		SP:Iteration 5Q (6232.880000 sec): 3 clusters
  Score: Raw -69191.894947 + Penalty 3095.176819 = -66096.718128
  nChanged 5
		SP:Iteration 6Q (6232.880000 sec): 3 clusters
  Score: Raw -69206.843328 + Penalty 3095.176819 = -66111.666509
  nChanged 7
		SP:Iteration 7Q (6232.890000 sec): 3 clusters
  Score: Raw -69239.014275 + Penalty 3095.176819 = -66143.837456
  nChanged 8
		SP:Iteration 8Q (6232.890000 sec): 3 clusters
  Score: Raw -69280.404433 + Penalty 3095.176819 = -66185.227614
  nChanged 8
		SP:Iteration 9Q (6232.890000 sec): 3 clusters
  Score: Raw -69306.836131 + Penalty 3095.176819 = -66211.659311
  nChanged 3
		SP:Iteration 10Q (6232.890000 sec): 3 clusters
  Score: Raw -69312.623882 + Penalty 3095.176819 = -66217.447063
  nChanged 1
		SP:Iteration 11Q (6232.890000 sec): 3 clusters
  Score: Raw -69315.185820 + Penalty 3095.176819 = -66220.009001
  nChanged 1
		SP:Iteration 12Q (6232.890000 sec): 3 clusters
  Score: Raw -69317.842682 + Penalty 3095.176819 = -66222.665862
  nChanged 1
		SP:Iteration 13Q (6232.890000 sec): 3 clusters
  Score: Raw -69322.810721 + Penalty 3095.176819 = -66227.633902
  nChanged 1
		SP:Iteration 14Q (6232.890000 sec): 3 clusters
  Score: Raw -69324.231723 + Penalty 3095.176819 = -66229.054903
  nChanged 1
		SP:Iteration 15Q (6232.900000 sec): 3 clusters
  Score: Raw -69325.278118 + Penalty 3095.176819 = -66230.101299
  nChanged 0
		SP:Iteration 16F (6232.900000 sec): 3 clusters
  Score: Raw -69325.278118 + Penalty 3095.176819 = -66230.101299
  nChanged 0
Deleting Class 39 (359 points): Lose 2997.386500 but Gain 3374.686117
Iteration 179Q (6243.960000 sec): 41 clusters
  Score: Raw -117640985.137258 + Penalty 134987.444692 = -117505997.692566
  nChanged 384
Iteration 180F (6287.450000 sec): 41 clusters
  Score: Raw -117642208.657814 + Penalty 134987.444692 = -117507221.213122
  nChanged 157
Iteration 181Q (6298.410000 sec): 41 clusters
  Score: Raw -117642519.323695 + Penalty 134987.444692 = -117507531.879003
  nChanged 90
Iteration 182Q (6309.310000 sec): 41 clusters
  Score: Raw -117642611.319381 + Penalty 134987.444692 = -117507623.874689
  nChanged 45
Iteration 183Q (6320.200000 sec): 41 clusters
  Score: Raw -117642631.954084 + Penalty 134987.444692 = -117507644.509392
  nChanged 37
Iteration 184Q (6331.120000 sec): 41 clusters
  Score: Raw -117642647.032334 + Penalty 134987.444692 = -117507659.587642
  nChanged 23
Iteration 185Q (6341.810000 sec): 41 clusters
  Score: Raw -117642664.470348 + Penalty 134987.444692 = -117507677.025656
  nChanged 19
Iteration 186Q (6352.330000 sec): 41 clusters
  Score: Raw -117642671.352317 + Penalty 134987.444692 = -117507683.907625
  nChanged 23
Iteration 187Q (6362.890000 sec): 41 clusters
  Score: Raw -117642705.216646 + Penalty 134987.444692 = -117507717.771954
  nChanged 15
Iteration 188Q (6373.430000 sec): 41 clusters
  Score: Raw -117642715.362433 + Penalty 134987.444692 = -117507727.917741
  nChanged 11
Iteration 189Q (6384.000000 sec): 41 clusters
  Score: Raw -117642733.797918 + Penalty 134987.444692 = -117507746.353226
  nChanged 10
Iteration 190Q (6394.540000 sec): 41 clusters
  Score: Raw -117642741.641863 + Penalty 134987.444692 = -117507754.197171
  nChanged 8
Iteration 191Q (6405.080000 sec): 41 clusters
  Score: Raw -117642742.230345 + Penalty 134987.444692 = -117507754.785653
  nChanged 10
Iteration 192Q (6415.660000 sec): 41 clusters
  Score: Raw -117642742.446261 + Penalty 134987.444692 = -117507755.001569
  nChanged 15
Iteration 193Q (6426.210000 sec): 41 clusters
  Score: Raw -117642742.709418 + Penalty 134987.444692 = -117507755.264726
  nChanged 10
Iteration 194Q (6437.040000 sec): 41 clusters
  Score: Raw -117642743.069810 + Penalty 134987.444692 = -117507755.625118
  nChanged 9
Iteration 195Q (6447.970000 sec): 41 clusters
  Score: Raw -117642743.320188 + Penalty 134987.444692 = -117507755.875496
  nChanged 10
Iteration 196Q (6458.890000 sec): 41 clusters
  Score: Raw -117642744.108273 + Penalty 134987.444692 = -117507756.663581
  nChanged 7
Iteration 197Q (6469.780000 sec): 41 clusters
  Score: Raw -117642744.325489 + Penalty 134987.444692 = -117507756.880797
  nChanged 13
Iteration 198Q (6480.700000 sec): 41 clusters
  Score: Raw -117642744.645599 + Penalty 134987.444692 = -117507757.200907
  nChanged 16
Iteration 199Q (6491.590000 sec): 41 clusters
  Score: Raw -117642745.083986 + Penalty 134987.444692 = -117507757.639294
  nChanged 16
Iteration 200F (6535.170000 sec): 41 clusters
  Score: Raw -117642755.816002 + Penalty 134987.444692 = -117507768.371310
  nChanged 23
Iteration 201Q (6546.060000 sec): 41 clusters
  Score: Raw -117642933.444149 + Penalty 134987.444692 = -117507945.999457
  nChanged 31
Iteration 202Q (6556.970000 sec): 41 clusters
  Score: Raw -117643021.135640 + Penalty 134987.444692 = -117508033.690948
  nChanged 28
Iteration 203Q (6567.880000 sec): 41 clusters
  Score: Raw -117643038.994308 + Penalty 134987.444692 = -117508051.549616
  nChanged 24
Iteration 204Q (6578.800000 sec): 41 clusters
  Score: Raw -117643052.902826 + Penalty 134987.444692 = -117508065.458134
  nChanged 16
Iteration 205Q (6589.720000 sec): 41 clusters
  Score: Raw -117643053.199258 + Penalty 134987.444692 = -117508065.754566
  nChanged 19
Iteration 206Q (6600.630000 sec): 41 clusters
  Score: Raw -117643053.518853 + Penalty 134987.444692 = -117508066.074161
  nChanged 22
Iteration 207Q (6611.510000 sec): 41 clusters
  Score: Raw -117643053.876708 + Penalty 134987.444692 = -117508066.432016
  nChanged 23
Iteration 208Q (6622.390000 sec): 41 clusters
  Score: Raw -117643054.116067 + Penalty 134987.444692 = -117508066.671375
  nChanged 16
Iteration 209Q (6633.290000 sec): 41 clusters
  Score: Raw -117643054.358348 + Penalty 134987.444692 = -117508066.913656
  nChanged 12
Iteration 210Q (6644.180000 sec): 41 clusters
  Score: Raw -117643054.683746 + Penalty 134987.444692 = -117508067.239054
  nChanged 21
Iteration 211Q (6655.060000 sec): 41 clusters
  Score: Raw -117643054.984489 + Penalty 134987.444692 = -117508067.539797
  nChanged 15
Iteration 212Q (6665.950000 sec): 41 clusters
  Score: Raw -117643055.281357 + Penalty 134987.444692 = -117508067.836665
  nChanged 11
Iteration 213Q (6676.830000 sec): 41 clusters
  Score: Raw -117643055.428401 + Penalty 134987.444692 = -117508067.983709
  nChanged 7
Iteration 214Q (6687.730000 sec): 41 clusters
  Score: Raw -117643055.603816 + Penalty 134987.444692 = -117508068.159124
  nChanged 7
Iteration 215Q (6698.620000 sec): 41 clusters
  Score: Raw -117643055.712579 + Penalty 134987.444692 = -117508068.267887
  nChanged 5
Iteration 216Q (6709.560000 sec): 41 clusters
  Score: Raw -117643055.802514 + Penalty 134987.444692 = -117508068.357822
  nChanged 1
Iteration 217Q (6720.490000 sec): 41 clusters
  Score: Raw -117643055.817483 + Penalty 134987.444692 = -117508068.372791
  nChanged 2
Iteration 218Q (6731.400000 sec): 41 clusters
  Score: Raw -117643055.830250 + Penalty 134987.444692 = -117508068.385558
  nChanged 2
Writing temp clu file 
Because OldScore, -117508068.372791, is greater than current (better) Score,-117508068.385558 
 Compute initial score before splitting:   Score: Raw -117643055.830250 + Penalty 134987.444692 = -117508068.385558
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6731.540000 sec): 2 clusters
  Score: Raw -1048042.454021 + Penalty 2200.828394 = -1045841.625627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6731.570000 sec): 3 clusters
  Score: Raw -1044424.376365 + Penalty 4401.656787 = -1040022.719578
  nChanged 2820
		SP:Iteration 1F (6731.600000 sec): 3 clusters
  Score: Raw -1045969.885673 + Penalty 4401.656787 = -1041568.228886
  nChanged 532
		SP:Iteration 2F (6731.620000 sec): 3 clusters
  Score: Raw -1046232.869851 + Penalty 4401.656787 = -1041831.213064
  nChanged 357
		SP:Iteration 3Q (6731.650000 sec): 3 clusters
  Score: Raw -1046398.973173 + Penalty 4401.656787 = -1041997.316386
  nChanged 282
		SP:Iteration 4Q (6731.670000 sec): 3 clusters
  Score: Raw -1046536.774422 + Penalty 4401.656787 = -1042135.117635
  nChanged 245
		SP:Iteration 5Q (6731.700000 sec): 3 clusters
  Score: Raw -1046656.449947 + Penalty 4401.656787 = -1042254.793160
  nChanged 215
		SP:Iteration 6Q (6731.730000 sec): 3 clusters
  Score: Raw -1046759.076743 + Penalty 4401.656787 = -1042357.419956
  nChanged 214
		SP:Iteration 7Q (6731.750000 sec): 3 clusters
  Score: Raw -1046852.910694 + Penalty 4401.656787 = -1042451.253907
  nChanged 185
		SP:Iteration 8Q (6731.780000 sec): 3 clusters
  Score: Raw -1046934.153396 + Penalty 4401.656787 = -1042532.496609
  nChanged 169
		SP:Iteration 9Q (6731.800000 sec): 3 clusters
  Score: Raw -1047013.474814 + Penalty 4401.656787 = -1042611.818027
  nChanged 173
		SP:Iteration 10Q (6731.830000 sec): 3 clusters
  Score: Raw -1047090.630725 + Penalty 4401.656787 = -1042688.973938
  nChanged 156
		SP:Iteration 11Q (6731.860000 sec): 3 clusters
  Score: Raw -1047164.152142 + Penalty 4401.656787 = -1042762.495355
  nChanged 170
		SP:Iteration 12Q (6731.880000 sec): 3 clusters
  Score: Raw -1047247.441706 + Penalty 4401.656787 = -1042845.784919
  nChanged 177
		SP:Iteration 13Q (6731.910000 sec): 3 clusters
  Score: Raw -1047328.630348 + Penalty 4401.656787 = -1042926.973561
  nChanged 153
		SP:Iteration 14Q (6731.930000 sec): 3 clusters
  Score: Raw -1047396.727366 + Penalty 4401.656787 = -1042995.070579
  nChanged 148
		SP:Iteration 15Q (6731.960000 sec): 3 clusters
  Score: Raw -1047460.110543 + Penalty 4401.656787 = -1043058.453756
  nChanged 143
		SP:Iteration 16Q (6731.980000 sec): 3 clusters
  Score: Raw -1047517.111252 + Penalty 4401.656787 = -1043115.454465
  nChanged 112
		SP:Iteration 17Q (6732.010000 sec): 3 clusters
  Score: Raw -1047563.002992 + Penalty 4401.656787 = -1043161.346205
  nChanged 100
		SP:Iteration 18Q (6732.040000 sec): 3 clusters
  Score: Raw -1047602.773893 + Penalty 4401.656787 = -1043201.117106
  nChanged 87
		SP:Iteration 19Q (6732.060000 sec): 3 clusters
  Score: Raw -1047640.094305 + Penalty 4401.656787 = -1043238.437518
  nChanged 101
		SP:Iteration 20F (6732.090000 sec): 3 clusters
  Score: Raw -1047679.507276 + Penalty 4401.656787 = -1043277.850488
  nChanged 83
		SP:Iteration 21Q (6732.110000 sec): 3 clusters
  Score: Raw -1047708.090989 + Penalty 4401.656787 = -1043306.434202
  nChanged 78
		SP:Iteration 22Q (6732.140000 sec): 3 clusters
  Score: Raw -1047738.330570 + Penalty 4401.656787 = -1043336.673783
  nChanged 78
		SP:Iteration 23Q (6732.160000 sec): 3 clusters
  Score: Raw -1047767.844403 + Penalty 4401.656787 = -1043366.187616
  nChanged 79
		SP:Iteration 24Q (6732.190000 sec): 3 clusters
  Score: Raw -1047797.041549 + Penalty 4401.656787 = -1043395.384761
  nChanged 69
		SP:Iteration 25Q (6732.220000 sec): 3 clusters
  Score: Raw -1047830.148627 + Penalty 4401.656787 = -1043428.491840
  nChanged 81
		SP:Iteration 26Q (6732.240000 sec): 3 clusters
  Score: Raw -1047864.728482 + Penalty 4401.656787 = -1043463.071695
  nChanged 76
		SP:Iteration 27Q (6732.260000 sec): 3 clusters
  Score: Raw -1047897.906863 + Penalty 4401.656787 = -1043496.250076
  nChanged 64
		SP:Iteration 28Q (6732.290000 sec): 3 clusters
  Score: Raw -1047925.134426 + Penalty 4401.656787 = -1043523.477639
  nChanged 56
		SP:Iteration 29Q (6732.320000 sec): 3 clusters
  Score: Raw -1047946.819003 + Penalty 4401.656787 = -1043545.162216
  nChanged 44
		SP:Iteration 30Q (6732.340000 sec): 3 clusters
  Score: Raw -1047964.038738 + Penalty 4401.656787 = -1043562.381951
  nChanged 49
		SP:Iteration 31Q (6732.370000 sec): 3 clusters
  Score: Raw -1047984.105658 + Penalty 4401.656787 = -1043582.448871
  nChanged 38
		SP:Iteration 32Q (6732.390000 sec): 3 clusters
  Score: Raw -1047997.810285 + Penalty 4401.656787 = -1043596.153498
  nChanged 36
		SP:Iteration 33Q (6732.420000 sec): 3 clusters
  Score: Raw -1048013.421514 + Penalty 4401.656787 = -1043611.764727
  nChanged 29
		SP:Iteration 34Q (6732.440000 sec): 3 clusters
  Score: Raw -1048025.917007 + Penalty 4401.656787 = -1043624.260220
  nChanged 30
		SP:Iteration 35Q (6732.470000 sec): 3 clusters
  Score: Raw -1048038.319348 + Penalty 4401.656787 = -1043636.662561
  nChanged 33
		SP:Iteration 36Q (6732.490000 sec): 3 clusters
  Score: Raw -1048053.504252 + Penalty 4401.656787 = -1043651.847465
  nChanged 31
		SP:Iteration 37Q (6732.520000 sec): 3 clusters
  Score: Raw -1048071.017669 + Penalty 4401.656787 = -1043669.360882
  nChanged 37
		SP:Iteration 38Q (6732.540000 sec): 3 clusters
  Score: Raw -1048088.695756 + Penalty 4401.656787 = -1043687.038969
  nChanged 20
		SP:Iteration 39Q (6732.570000 sec): 3 clusters
  Score: Raw -1048098.199347 + Penalty 4401.656787 = -1043696.542560
  nChanged 21
		SP:Iteration 40F (6732.590000 sec): 3 clusters
  Score: Raw -1048107.637406 + Penalty 4401.656787 = -1043705.980619
  nChanged 18
		SP:Iteration 41Q (6732.620000 sec): 3 clusters
  Score: Raw -1048117.292199 + Penalty 4401.656787 = -1043715.635412
  nChanged 23
		SP:Iteration 42Q (6732.640000 sec): 3 clusters
  Score: Raw -1048129.618312 + Penalty 4401.656787 = -1043727.961525
  nChanged 20
		SP:Iteration 43Q (6732.670000 sec): 3 clusters
  Score: Raw -1048139.342200 + Penalty 4401.656787 = -1043737.685412
  nChanged 14
		SP:Iteration 44Q (6732.690000 sec): 3 clusters
  Score: Raw -1048146.596352 + Penalty 4401.656787 = -1043744.939565
  nChanged 19
		SP:Iteration 45Q (6732.720000 sec): 3 clusters
  Score: Raw -1048156.619165 + Penalty 4401.656787 = -1043754.962377
  nChanged 19
		SP:Iteration 46Q (6732.740000 sec): 3 clusters
  Score: Raw -1048167.850715 + Penalty 4401.656787 = -1043766.193928
  nChanged 21
		SP:Iteration 47Q (6732.770000 sec): 3 clusters
  Score: Raw -1048176.319376 + Penalty 4401.656787 = -1043774.662589
  nChanged 15
		SP:Iteration 48Q (6732.790000 sec): 3 clusters
  Score: Raw -1048183.644873 + Penalty 4401.656787 = -1043781.988085
  nChanged 13
		SP:Iteration 49Q (6732.820000 sec): 3 clusters
  Score: Raw -1048190.344717 + Penalty 4401.656787 = -1043788.687930
  nChanged 12
		SP:Iteration 50Q (6732.840000 sec): 3 clusters
  Score: Raw -1048194.248916 + Penalty 4401.656787 = -1043792.592129
  nChanged 9
		SP:Iteration 51Q (6732.860000 sec): 3 clusters
  Score: Raw -1048197.670111 + Penalty 4401.656787 = -1043796.013324
  nChanged 8
		SP:Iteration 52Q (6732.890000 sec): 3 clusters
  Score: Raw -1048201.176080 + Penalty 4401.656787 = -1043799.519293
  nChanged 5
		SP:Iteration 53Q (6732.910000 sec): 3 clusters
  Score: Raw -1048203.434301 + Penalty 4401.656787 = -1043801.777514
  nChanged 5
		SP:Iteration 54Q (6732.940000 sec): 3 clusters
  Score: Raw -1048204.761159 + Penalty 4401.656787 = -1043803.104372
  nChanged 4
		SP:Iteration 55Q (6732.960000 sec): 3 clusters
  Score: Raw -1048206.690418 + Penalty 4401.656787 = -1043805.033631
  nChanged 9
		SP:Iteration 56Q (6732.990000 sec): 3 clusters
  Score: Raw -1048210.298104 + Penalty 4401.656787 = -1043808.641316
  nChanged 5
		SP:Iteration 57Q (6733.020000 sec): 3 clusters
  Score: Raw -1048212.489329 + Penalty 4401.656787 = -1043810.832542
  nChanged 3
		SP:Iteration 58Q (6733.040000 sec): 3 clusters
  Score: Raw -1048213.993284 + Penalty 4401.656787 = -1043812.336497
  nChanged 1
		SP:Iteration 59Q (6733.070000 sec): 3 clusters
  Score: Raw -1048214.432047 + Penalty 4401.656787 = -1043812.775260
  nChanged 1
		SP:Iteration 60F (6733.090000 sec): 3 clusters
  Score: Raw -1048215.120827 + Penalty 4401.656787 = -1043813.464040
  nChanged 2
		SP:Iteration 61Q (6733.120000 sec): 3 clusters
  Score: Raw -1048216.666163 + Penalty 4401.656787 = -1043815.009375
  nChanged 3
		SP:Iteration 62Q (6733.140000 sec): 3 clusters
  Score: Raw -1048217.699178 + Penalty 4401.656787 = -1043816.042391
  nChanged 1
		SP:Iteration 63Q (6733.170000 sec): 3 clusters
  Score: Raw -1048217.941504 + Penalty 4401.656787 = -1043816.284717
  nChanged 0
		SP:Iteration 64F (6733.190000 sec): 3 clusters
  Score: Raw -1048217.941504 + Penalty 4401.656787 = -1043816.284717
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6733.210000 sec): 2 clusters
  Score: Raw -1060798.668335 + Penalty 2207.505127 = -1058591.163208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6733.240000 sec): 3 clusters
  Score: Raw -1056983.523501 + Penalty 4415.010255 = -1052568.513246
  nChanged 2947
		SP:Iteration 1F (6733.270000 sec): 3 clusters
  Score: Raw -1058596.487159 + Penalty 4415.010255 = -1054181.476904
  nChanged 564
		SP:Iteration 2F (6733.290000 sec): 3 clusters
  Score: Raw -1058898.482465 + Penalty 4415.010255 = -1054483.472210
  nChanged 403
		SP:Iteration 3F (6733.320000 sec): 3 clusters
  Score: Raw -1059091.882028 + Penalty 4415.010255 = -1054676.871773
  nChanged 306
		SP:Iteration 4Q (6733.350000 sec): 3 clusters
  Score: Raw -1059230.663093 + Penalty 4415.010255 = -1054815.652838
  nChanged 254
		SP:Iteration 5Q (6733.370000 sec): 3 clusters
  Score: Raw -1059348.450556 + Penalty 4415.010255 = -1054933.440302
  nChanged 243
		SP:Iteration 6Q (6733.400000 sec): 3 clusters
  Score: Raw -1059456.395922 + Penalty 4415.010255 = -1055041.385667
  nChanged 195
		SP:Iteration 7Q (6733.430000 sec): 3 clusters
  Score: Raw -1059538.857306 + Penalty 4415.010255 = -1055123.847051
  nChanged 172
		SP:Iteration 8Q (6733.450000 sec): 3 clusters
  Score: Raw -1059615.794794 + Penalty 4415.010255 = -1055200.784540
  nChanged 162
		SP:Iteration 9Q (6733.480000 sec): 3 clusters
  Score: Raw -1059686.183634 + Penalty 4415.010255 = -1055271.173379
  nChanged 176
		SP:Iteration 10Q (6733.510000 sec): 3 clusters
  Score: Raw -1059754.621454 + Penalty 4415.010255 = -1055339.611200
  nChanged 147
		SP:Iteration 11Q (6733.530000 sec): 3 clusters
  Score: Raw -1059815.116641 + Penalty 4415.010255 = -1055400.106386
  nChanged 137
		SP:Iteration 12Q (6733.560000 sec): 3 clusters
  Score: Raw -1059869.190460 + Penalty 4415.010255 = -1055454.180206
  nChanged 134
		SP:Iteration 13Q (6733.590000 sec): 3 clusters
  Score: Raw -1059927.900550 + Penalty 4415.010255 = -1055512.890295
  nChanged 139
		SP:Iteration 14Q (6733.610000 sec): 3 clusters
  Score: Raw -1059992.048164 + Penalty 4415.010255 = -1055577.037910
  nChanged 140
		SP:Iteration 15Q (6733.640000 sec): 3 clusters
  Score: Raw -1060056.672469 + Penalty 4415.010255 = -1055641.662215
  nChanged 154
		SP:Iteration 16Q (6733.670000 sec): 3 clusters
  Score: Raw -1060131.401048 + Penalty 4415.010255 = -1055716.390794
  nChanged 168
		SP:Iteration 17Q (6733.690000 sec): 3 clusters
  Score: Raw -1060222.706203 + Penalty 4415.010255 = -1055807.695948
  nChanged 172
		SP:Iteration 18Q (6733.720000 sec): 3 clusters
  Score: Raw -1060325.095348 + Penalty 4415.010255 = -1055910.085093
  nChanged 189
		SP:Iteration 19Q (6733.740000 sec): 3 clusters
  Score: Raw -1060429.284577 + Penalty 4415.010255 = -1056014.274322
  nChanged 140
		SP:Iteration 20F (6733.770000 sec): 3 clusters
  Score: Raw -1060495.409410 + Penalty 4415.010255 = -1056080.399156
  nChanged 126
		SP:Iteration 21Q (6733.790000 sec): 3 clusters
  Score: Raw -1060555.924803 + Penalty 4415.010255 = -1056140.914548
  nChanged 104
		SP:Iteration 22Q (6733.820000 sec): 3 clusters
  Score: Raw -1060611.851760 + Penalty 4415.010255 = -1056196.841506
  nChanged 103
		SP:Iteration 23Q (6733.850000 sec): 3 clusters
  Score: Raw -1060666.618495 + Penalty 4415.010255 = -1056251.608240
  nChanged 88
		SP:Iteration 24Q (6733.870000 sec): 3 clusters
  Score: Raw -1060709.695475 + Penalty 4415.010255 = -1056294.685220
  nChanged 71
		SP:Iteration 25Q (6733.900000 sec): 3 clusters
  Score: Raw -1060736.496224 + Penalty 4415.010255 = -1056321.485969
  nChanged 50
		SP:Iteration 26Q (6733.920000 sec): 3 clusters
  Score: Raw -1060752.710890 + Penalty 4415.010255 = -1056337.700635
  nChanged 43
		SP:Iteration 27Q (6733.950000 sec): 3 clusters
  Score: Raw -1060765.188574 + Penalty 4415.010255 = -1056350.178319
  nChanged 41
		SP:Iteration 28Q (6733.970000 sec): 3 clusters
  Score: Raw -1060781.867593 + Penalty 4415.010255 = -1056366.857338
  nChanged 38
		SP:Iteration 29Q (6734.000000 sec): 3 clusters
  Score: Raw -1060795.563226 + Penalty 4415.010255 = -1056380.552971
  nChanged 38
		SP:Iteration 30Q (6734.020000 sec): 3 clusters
  Score: Raw -1060806.207648 + Penalty 4415.010255 = -1056391.197394
  nChanged 36
		SP:Iteration 31Q (6734.050000 sec): 3 clusters
  Score: Raw -1060818.113047 + Penalty 4415.010255 = -1056403.102793
  nChanged 31
		SP:Iteration 32Q (6734.070000 sec): 3 clusters
  Score: Raw -1060826.610018 + Penalty 4415.010255 = -1056411.599763
  nChanged 25
		SP:Iteration 33Q (6734.100000 sec): 3 clusters
  Score: Raw -1060834.682970 + Penalty 4415.010255 = -1056419.672715
  nChanged 20
		SP:Iteration 34Q (6734.120000 sec): 3 clusters
  Score: Raw -1060842.037837 + Penalty 4415.010255 = -1056427.027583
  nChanged 25
		SP:Iteration 35Q (6734.150000 sec): 3 clusters
  Score: Raw -1060847.958006 + Penalty 4415.010255 = -1056432.947751
  nChanged 20
		SP:Iteration 36Q (6734.170000 sec): 3 clusters
  Score: Raw -1060853.157206 + Penalty 4415.010255 = -1056438.146951
  nChanged 14
		SP:Iteration 37Q (6734.200000 sec): 3 clusters
  Score: Raw -1060856.250444 + Penalty 4415.010255 = -1056441.240189
  nChanged 8
		SP:Iteration 38Q (6734.220000 sec): 3 clusters
  Score: Raw -1060858.007340 + Penalty 4415.010255 = -1056442.997086
  nChanged 3
		SP:Iteration 39Q (6734.250000 sec): 3 clusters
  Score: Raw -1060858.419563 + Penalty 4415.010255 = -1056443.409308
  nChanged 3
		SP:Iteration 40F (6734.270000 sec): 3 clusters
  Score: Raw -1060859.151133 + Penalty 4415.010255 = -1056444.140878
  nChanged 4
		SP:Iteration 41Q (6734.300000 sec): 3 clusters
  Score: Raw -1060860.106253 + Penalty 4415.010255 = -1056445.095998
  nChanged 3
		SP:Iteration 42Q (6734.330000 sec): 3 clusters
  Score: Raw -1060860.431113 + Penalty 4415.010255 = -1056445.420858
  nChanged 1
		SP:Iteration 43Q (6734.350000 sec): 3 clusters
  Score: Raw -1060860.562328 + Penalty 4415.010255 = -1056445.552073
  nChanged 1
		SP:Iteration 44Q (6734.370000 sec): 3 clusters
  Score: Raw -1060860.626349 + Penalty 4415.010255 = -1056445.616094
  nChanged 1
		SP:Iteration 45Q (6734.400000 sec): 3 clusters
  Score: Raw -1060860.686770 + Penalty 4415.010255 = -1056445.676515
  nChanged 1
		SP:Iteration 46Q (6734.420000 sec): 3 clusters
  Score: Raw -1060860.815944 + Penalty 4415.010255 = -1056445.805690
  nChanged 0
		SP:Iteration 47F (6734.450000 sec): 3 clusters
  Score: Raw -1060860.815944 + Penalty 4415.010255 = -1056445.805690
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6734.540000 sec): 2 clusters
  Score: Raw -4013511.325887 + Penalty 2532.029182 = -4010979.296705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6734.640000 sec): 3 clusters
  Score: Raw -3997253.397335 + Penalty 5064.058364 = -3992189.338971
  nChanged 12311
		SP:Iteration 1F (6734.740000 sec): 3 clusters
  Score: Raw -4003771.099468 + Penalty 5064.058364 = -3998707.041104
  nChanged 1250
		SP:Iteration 2Q (6734.850000 sec): 3 clusters
  Score: Raw -4004152.214045 + Penalty 5064.058364 = -3999088.155681
  nChanged 1075
		SP:Iteration 3Q (6734.950000 sec): 3 clusters
  Score: Raw -4004451.324243 + Penalty 5064.058364 = -3999387.265878
  nChanged 929
		SP:Iteration 4Q (6735.050000 sec): 3 clusters
  Score: Raw -4004693.504475 + Penalty 5064.058364 = -3999629.446111
  nChanged 812
		SP:Iteration 5Q (6735.150000 sec): 3 clusters
  Score: Raw -4004887.553128 + Penalty 5064.058364 = -3999823.494764
  nChanged 701
		SP:Iteration 6Q (6735.250000 sec): 3 clusters
  Score: Raw -4005065.149713 + Penalty 5064.058364 = -4000001.091349
  nChanged 681
		SP:Iteration 7Q (6735.350000 sec): 3 clusters
  Score: Raw -4005233.570830 + Penalty 5064.058364 = -4000169.512466
  nChanged 623
		SP:Iteration 8Q (6735.450000 sec): 3 clusters
  Score: Raw -4005399.834173 + Penalty 5064.058364 = -4000335.775809
  nChanged 627
		SP:Iteration 9Q (6735.560000 sec): 3 clusters
  Score: Raw -4005593.519000 + Penalty 5064.058364 = -4000529.460636
  nChanged 683
		SP:Iteration 10Q (6735.660000 sec): 3 clusters
  Score: Raw -4005853.039004 + Penalty 5064.058364 = -4000788.980639
  nChanged 831
		SP:Iteration 11Q (6735.760000 sec): 3 clusters
  Score: Raw -4006227.844146 + Penalty 5064.058364 = -4001163.785781
  nChanged 930
		SP:Iteration 12Q (6735.860000 sec): 3 clusters
  Score: Raw -4006718.627196 + Penalty 5064.058364 = -4001654.568832
  nChanged 1106
		SP:Iteration 13Q (6735.960000 sec): 3 clusters
  Score: Raw -4007406.822955 + Penalty 5064.058364 = -4002342.764590
  nChanged 1207
		SP:Iteration 14Q (6736.060000 sec): 3 clusters
  Score: Raw -4008235.279986 + Penalty 5064.058364 = -4003171.221622
  nChanged 1262
		SP:Iteration 15Q (6736.160000 sec): 3 clusters
  Score: Raw -4009186.673822 + Penalty 5064.058364 = -4004122.615458
  nChanged 1260
		SP:Iteration 16Q (6736.260000 sec): 3 clusters
  Score: Raw -4010176.182686 + Penalty 5064.058364 = -4005112.124322
  nChanged 1160
		SP:Iteration 17Q (6736.350000 sec): 3 clusters
  Score: Raw -4011035.386516 + Penalty 5064.058364 = -4005971.328152
  nChanged 952
		SP:Iteration 18Q (6736.440000 sec): 3 clusters
  Score: Raw -4011713.883775 + Penalty 5064.058364 = -4006649.825411
  nChanged 782
		SP:Iteration 19Q (6736.530000 sec): 3 clusters
  Score: Raw -4012260.889287 + Penalty 5064.058364 = -4007196.830923
  nChanged 617
		SP:Iteration 20F (6736.630000 sec): 3 clusters
  Score: Raw -4012689.941294 + Penalty 5064.058364 = -4007625.882929
  nChanged 476
		SP:Iteration 21Q (6736.710000 sec): 3 clusters
  Score: Raw -4013012.260500 + Penalty 5064.058364 = -4007948.202136
  nChanged 329
		SP:Iteration 22Q (6736.790000 sec): 3 clusters
  Score: Raw -4013229.637773 + Penalty 5064.058364 = -4008165.579409
  nChanged 249
		SP:Iteration 23Q (6736.870000 sec): 3 clusters
  Score: Raw -4013391.213885 + Penalty 5064.058364 = -4008327.155521
  nChanged 163
		SP:Iteration 24Q (6736.950000 sec): 3 clusters
  Score: Raw -4013499.780873 + Penalty 5064.058364 = -4008435.722509
  nChanged 116
		SP:Iteration 25Q (6737.020000 sec): 3 clusters
  Score: Raw -4013580.192415 + Penalty 5064.058364 = -4008516.134051
  nChanged 85
		SP:Iteration 26Q (6737.090000 sec): 3 clusters
  Score: Raw -4013633.859232 + Penalty 5064.058364 = -4008569.800867
  nChanged 51
		SP:Iteration 27Q (6737.170000 sec): 3 clusters
  Score: Raw -4013669.316675 + Penalty 5064.058364 = -4008605.258310
  nChanged 61
		SP:Iteration 28Q (6737.240000 sec): 3 clusters
  Score: Raw -4013718.141502 + Penalty 5064.058364 = -4008654.083138
  nChanged 41
		SP:Iteration 29Q (6737.310000 sec): 3 clusters
  Score: Raw -4013749.452844 + Penalty 5064.058364 = -4008685.394480
  nChanged 31
		SP:Iteration 30Q (6737.380000 sec): 3 clusters
  Score: Raw -4013772.661038 + Penalty 5064.058364 = -4008708.602674
  nChanged 34
		SP:Iteration 31Q (6737.450000 sec): 3 clusters
  Score: Raw -4013796.439405 + Penalty 5064.058364 = -4008732.381041
  nChanged 17
		SP:Iteration 32Q (6737.530000 sec): 3 clusters
  Score: Raw -4013809.064197 + Penalty 5064.058364 = -4008745.005833
  nChanged 11
		SP:Iteration 33Q (6737.590000 sec): 3 clusters
  Score: Raw -4013814.827890 + Penalty 5064.058364 = -4008750.769526
  nChanged 7
		SP:Iteration 34Q (6737.670000 sec): 3 clusters
  Score: Raw -4013819.526828 + Penalty 5064.058364 = -4008755.468464
  nChanged 10
		SP:Iteration 35Q (6737.740000 sec): 3 clusters
  Score: Raw -4013829.344710 + Penalty 5064.058364 = -4008765.286346
  nChanged 14
		SP:Iteration 36Q (6737.810000 sec): 3 clusters
  Score: Raw -4013840.754113 + Penalty 5064.058364 = -4008776.695749
  nChanged 8
		SP:Iteration 37Q (6737.880000 sec): 3 clusters
  Score: Raw -4013847.828905 + Penalty 5064.058364 = -4008783.770541
  nChanged 5
		SP:Iteration 38Q (6737.950000 sec): 3 clusters
  Score: Raw -4013850.701965 + Penalty 5064.058364 = -4008786.643601
  nChanged 5
		SP:Iteration 39Q (6738.020000 sec): 3 clusters
  Score: Raw -4013855.499946 + Penalty 5064.058364 = -4008791.441582
  nChanged 5
		SP:Iteration 40F (6738.110000 sec): 3 clusters
  Score: Raw -4013858.678203 + Penalty 5064.058364 = -4008794.619839
  nChanged 9
		SP:Iteration 41Q (6738.190000 sec): 3 clusters
  Score: Raw -4013864.596741 + Penalty 5064.058364 = -4008800.538376
  nChanged 6
		SP:Iteration 42Q (6738.260000 sec): 3 clusters
  Score: Raw -4013870.201449 + Penalty 5064.058364 = -4008806.143085
  nChanged 7
		SP:Iteration 43Q (6738.330000 sec): 3 clusters
  Score: Raw -4013876.001680 + Penalty 5064.058364 = -4008811.943316
  nChanged 6
		SP:Iteration 44Q (6738.400000 sec): 3 clusters
  Score: Raw -4013880.369217 + Penalty 5064.058364 = -4008816.310853
  nChanged 3
		SP:Iteration 45Q (6738.470000 sec): 3 clusters
  Score: Raw -4013883.151985 + Penalty 5064.058364 = -4008819.093621
  nChanged 5
		SP:Iteration 46Q (6738.540000 sec): 3 clusters
  Score: Raw -4013888.122267 + Penalty 5064.058364 = -4008824.063902
  nChanged 7
		SP:Iteration 47Q (6738.610000 sec): 3 clusters
  Score: Raw -4013893.434485 + Penalty 5064.058364 = -4008829.376121
  nChanged 8
		SP:Iteration 48Q (6738.680000 sec): 3 clusters
  Score: Raw -4013898.957004 + Penalty 5064.058364 = -4008834.898640
  nChanged 4
		SP:Iteration 49Q (6738.750000 sec): 3 clusters
  Score: Raw -4013901.916498 + Penalty 5064.058364 = -4008837.858133
  nChanged 4
		SP:Iteration 50Q (6738.820000 sec): 3 clusters
  Score: Raw -4013904.233402 + Penalty 5064.058364 = -4008840.175038
  nChanged 1
		SP:Iteration 51Q (6738.890000 sec): 3 clusters
  Score: Raw -4013904.645700 + Penalty 5064.058364 = -4008840.587336
  nChanged 0
		SP:Iteration 52F (6738.990000 sec): 3 clusters
  Score: Raw -4013904.645700 + Penalty 5064.058364 = -4008840.587336
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6739.060000 sec): 2 clusters
  Score: Raw -3334787.860779 + Penalty 2501.838032 = -3332286.022746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6739.150000 sec): 3 clusters
  Score: Raw -3320555.265943 + Penalty 5003.676065 = -3315551.589878
  nChanged 10692
		SP:Iteration 1F (6739.240000 sec): 3 clusters
  Score: Raw -3326361.402803 + Penalty 5003.676065 = -3321357.726739
  nChanged 1255
		SP:Iteration 2F (6739.330000 sec): 3 clusters
  Score: Raw -3326828.658046 + Penalty 5003.676065 = -3321824.981981
  nChanged 1119
		SP:Iteration 3Q (6739.420000 sec): 3 clusters
  Score: Raw -3327216.713232 + Penalty 5003.676065 = -3322213.037168
  nChanged 1011
		SP:Iteration 4Q (6739.500000 sec): 3 clusters
  Score: Raw -3327568.832484 + Penalty 5003.676065 = -3322565.156419
  nChanged 926
		SP:Iteration 5Q (6739.600000 sec): 3 clusters
  Score: Raw -3327902.679805 + Penalty 5003.676065 = -3322899.003741
  nChanged 912
		SP:Iteration 6Q (6739.680000 sec): 3 clusters
  Score: Raw -3328234.622215 + Penalty 5003.676065 = -3323230.946151
  nChanged 897
		SP:Iteration 7Q (6739.770000 sec): 3 clusters
  Score: Raw -3328567.129570 + Penalty 5003.676065 = -3323563.453506
  nChanged 891
		SP:Iteration 8Q (6739.860000 sec): 3 clusters
  Score: Raw -3328922.665157 + Penalty 5003.676065 = -3323918.989092
  nChanged 912
		SP:Iteration 9Q (6739.950000 sec): 3 clusters
  Score: Raw -3329334.003587 + Penalty 5003.676065 = -3324330.327522
  nChanged 948
		SP:Iteration 10Q (6740.040000 sec): 3 clusters
  Score: Raw -3329786.233200 + Penalty 5003.676065 = -3324782.557136
  nChanged 962
		SP:Iteration 11Q (6740.130000 sec): 3 clusters
  Score: Raw -3330250.905532 + Penalty 5003.676065 = -3325247.229467
  nChanged 916
		SP:Iteration 12Q (6740.220000 sec): 3 clusters
  Score: Raw -3330730.975100 + Penalty 5003.676065 = -3325727.299036
  nChanged 907
		SP:Iteration 13Q (6740.300000 sec): 3 clusters
  Score: Raw -3331189.359672 + Penalty 5003.676065 = -3326185.683607
  nChanged 796
		SP:Iteration 14Q (6740.390000 sec): 3 clusters
  Score: Raw -3331563.897505 + Penalty 5003.676065 = -3326560.221441
  nChanged 715
		SP:Iteration 15Q (6740.480000 sec): 3 clusters
  Score: Raw -3331865.504108 + Penalty 5003.676065 = -3326861.828043
  nChanged 578
		SP:Iteration 16Q (6740.560000 sec): 3 clusters
  Score: Raw -3332073.054576 + Penalty 5003.676065 = -3327069.378512
  nChanged 464
		SP:Iteration 17Q (6740.650000 sec): 3 clusters
  Score: Raw -3332204.950255 + Penalty 5003.676065 = -3327201.274190
  nChanged 343
		SP:Iteration 18Q (6740.740000 sec): 3 clusters
  Score: Raw -3332296.147490 + Penalty 5003.676065 = -3327292.471425
  nChanged 262
		SP:Iteration 19Q (6740.820000 sec): 3 clusters
  Score: Raw -3332362.356236 + Penalty 5003.676065 = -3327358.680171
  nChanged 235
		SP:Iteration 20F (6740.910000 sec): 3 clusters
  Score: Raw -3332416.850713 + Penalty 5003.676065 = -3327413.174648
  nChanged 203
		SP:Iteration 21Q (6741.000000 sec): 3 clusters
  Score: Raw -3332456.866154 + Penalty 5003.676065 = -3327453.190090
  nChanged 171
		SP:Iteration 22Q (6741.080000 sec): 3 clusters
  Score: Raw -3332487.613296 + Penalty 5003.676065 = -3327483.937232
  nChanged 143
		SP:Iteration 23Q (6741.170000 sec): 3 clusters
  Score: Raw -3332511.061466 + Penalty 5003.676065 = -3327507.385402
  nChanged 132
		SP:Iteration 24Q (6741.250000 sec): 3 clusters
  Score: Raw -3332529.791616 + Penalty 5003.676065 = -3327526.115551
  nChanged 123
		SP:Iteration 25Q (6741.340000 sec): 3 clusters
  Score: Raw -3332550.213614 + Penalty 5003.676065 = -3327546.537549
  nChanged 137
		SP:Iteration 26Q (6741.420000 sec): 3 clusters
  Score: Raw -3332571.546788 + Penalty 5003.676065 = -3327567.870723
  nChanged 124
		SP:Iteration 27Q (6741.500000 sec): 3 clusters
  Score: Raw -3332589.471796 + Penalty 5003.676065 = -3327585.795731
  nChanged 117
		SP:Iteration 28Q (6741.590000 sec): 3 clusters
  Score: Raw -3332611.079779 + Penalty 5003.676065 = -3327607.403715
  nChanged 138
		SP:Iteration 29Q (6741.680000 sec): 3 clusters
  Score: Raw -3332636.790838 + Penalty 5003.676065 = -3327633.114773
  nChanged 143
		SP:Iteration 30Q (6741.760000 sec): 3 clusters
  Score: Raw -3332667.435131 + Penalty 5003.676065 = -3327663.759066
  nChanged 154
		SP:Iteration 31Q (6741.840000 sec): 3 clusters
  Score: Raw -3332704.256612 + Penalty 5003.676065 = -3327700.580548
  nChanged 150
		SP:Iteration 32Q (6741.930000 sec): 3 clusters
  Score: Raw -3332736.753209 + Penalty 5003.676065 = -3327733.077145
  nChanged 162
		SP:Iteration 33Q (6742.010000 sec): 3 clusters
  Score: Raw -3332769.737243 + Penalty 5003.676065 = -3327766.061179
  nChanged 156
		SP:Iteration 34Q (6742.090000 sec): 3 clusters
  Score: Raw -3332800.010662 + Penalty 5003.676065 = -3327796.334597
  nChanged 161
		SP:Iteration 35Q (6742.180000 sec): 3 clusters
  Score: Raw -3332832.241648 + Penalty 5003.676065 = -3327828.565583
  nChanged 160
		SP:Iteration 36Q (6742.260000 sec): 3 clusters
  Score: Raw -3332861.714746 + Penalty 5003.676065 = -3327858.038681
  nChanged 143
		SP:Iteration 37Q (6742.340000 sec): 3 clusters
  Score: Raw -3332888.579453 + Penalty 5003.676065 = -3327884.903388
  nChanged 131
		SP:Iteration 38Q (6742.430000 sec): 3 clusters
  Score: Raw -3332914.029049 + Penalty 5003.676065 = -3327910.352984
  nChanged 136
		SP:Iteration 39Q (6742.510000 sec): 3 clusters
  Score: Raw -3332940.668609 + Penalty 5003.676065 = -3327936.992545
  nChanged 129
		SP:Iteration 40F (6742.600000 sec): 3 clusters
  Score: Raw -3332966.128018 + Penalty 5003.676065 = -3327962.451953
  nChanged 145
		SP:Iteration 41Q (6742.680000 sec): 3 clusters
  Score: Raw -3332998.712147 + Penalty 5003.676065 = -3327995.036082
  nChanged 149
		SP:Iteration 42Q (6742.770000 sec): 3 clusters
  Score: Raw -3333036.049462 + Penalty 5003.676065 = -3328032.373397
  nChanged 155
		SP:Iteration 43Q (6742.850000 sec): 3 clusters
  Score: Raw -3333068.564574 + Penalty 5003.676065 = -3328064.888509
  nChanged 154
		SP:Iteration 44Q (6742.930000 sec): 3 clusters
  Score: Raw -3333099.190369 + Penalty 5003.676065 = -3328095.514304
  nChanged 136
		SP:Iteration 45Q (6743.020000 sec): 3 clusters
  Score: Raw -3333124.021653 + Penalty 5003.676065 = -3328120.345589
  nChanged 133
		SP:Iteration 46Q (6743.100000 sec): 3 clusters
  Score: Raw -3333143.822078 + Penalty 5003.676065 = -3328140.146014
  nChanged 111
		SP:Iteration 47Q (6743.180000 sec): 3 clusters
  Score: Raw -3333161.199217 + Penalty 5003.676065 = -3328157.523152
  nChanged 115
		SP:Iteration 48Q (6743.260000 sec): 3 clusters
  Score: Raw -3333181.256718 + Penalty 5003.676065 = -3328177.580653
  nChanged 123
		SP:Iteration 49Q (6743.340000 sec): 3 clusters
  Score: Raw -3333202.251342 + Penalty 5003.676065 = -3328198.575278
  nChanged 121
		SP:Iteration 50Q (6743.420000 sec): 3 clusters
  Score: Raw -3333226.078959 + Penalty 5003.676065 = -3328222.402895
  nChanged 115
		SP:Iteration 51Q (6743.510000 sec): 3 clusters
  Score: Raw -3333245.827048 + Penalty 5003.676065 = -3328242.150983
  nChanged 101
		SP:Iteration 52Q (6743.590000 sec): 3 clusters
  Score: Raw -3333263.952163 + Penalty 5003.676065 = -3328260.276098
  nChanged 106
		SP:Iteration 53Q (6743.670000 sec): 3 clusters
  Score: Raw -3333283.853170 + Penalty 5003.676065 = -3328280.177105
  nChanged 114
		SP:Iteration 54Q (6743.750000 sec): 3 clusters
  Score: Raw -3333302.620614 + Penalty 5003.676065 = -3328298.944550
  nChanged 109
		SP:Iteration 55Q (6743.830000 sec): 3 clusters
  Score: Raw -3333321.921293 + Penalty 5003.676065 = -3328318.245228
  nChanged 124
		SP:Iteration 56Q (6743.910000 sec): 3 clusters
  Score: Raw -3333341.544120 + Penalty 5003.676065 = -3328337.868055
  nChanged 99
		SP:Iteration 57Q (6743.990000 sec): 3 clusters
  Score: Raw -3333360.166494 + Penalty 5003.676065 = -3328356.490430
  nChanged 95
		SP:Iteration 58Q (6744.070000 sec): 3 clusters
  Score: Raw -3333378.370077 + Penalty 5003.676065 = -3328374.694012
  nChanged 103
		SP:Iteration 59Q (6744.150000 sec): 3 clusters
  Score: Raw -3333399.056891 + Penalty 5003.676065 = -3328395.380826
  nChanged 110
		SP:Iteration 60F (6744.240000 sec): 3 clusters
  Score: Raw -3333416.964090 + Penalty 5003.676065 = -3328413.288025
  nChanged 94
		SP:Iteration 61Q (6744.320000 sec): 3 clusters
  Score: Raw -3333430.607962 + Penalty 5003.676065 = -3328426.931898
  nChanged 81
		SP:Iteration 62Q (6744.400000 sec): 3 clusters
  Score: Raw -3333446.637254 + Penalty 5003.676065 = -3328442.961190
  nChanged 96
		SP:Iteration 63Q (6744.480000 sec): 3 clusters
  Score: Raw -3333466.399231 + Penalty 5003.676065 = -3328462.723167
  nChanged 106
		SP:Iteration 64Q (6744.560000 sec): 3 clusters
  Score: Raw -3333488.931793 + Penalty 5003.676065 = -3328485.255728
  nChanged 120
		SP:Iteration 65Q (6744.640000 sec): 3 clusters
  Score: Raw -3333514.531953 + Penalty 5003.676065 = -3328510.855889
  nChanged 114
		SP:Iteration 66Q (6744.720000 sec): 3 clusters
  Score: Raw -3333537.527894 + Penalty 5003.676065 = -3328533.851829
  nChanged 126
		SP:Iteration 67Q (6744.800000 sec): 3 clusters
  Score: Raw -3333561.110779 + Penalty 5003.676065 = -3328557.434715
  nChanged 119
		SP:Iteration 68Q (6744.880000 sec): 3 clusters
  Score: Raw -3333585.044361 + Penalty 5003.676065 = -3328581.368296
  nChanged 137
		SP:Iteration 69Q (6744.960000 sec): 3 clusters
  Score: Raw -3333612.808110 + Penalty 5003.676065 = -3328609.132045
  nChanged 128
		SP:Iteration 70Q (6745.040000 sec): 3 clusters
  Score: Raw -3333638.254480 + Penalty 5003.676065 = -3328634.578415
  nChanged 128
		SP:Iteration 71Q (6745.110000 sec): 3 clusters
  Score: Raw -3333666.015037 + Penalty 5003.676065 = -3328662.338972
  nChanged 126
		SP:Iteration 72Q (6745.190000 sec): 3 clusters
  Score: Raw -3333693.952870 + Penalty 5003.676065 = -3328690.276805
  nChanged 119
		SP:Iteration 73Q (6745.270000 sec): 3 clusters
  Score: Raw -3333719.701328 + Penalty 5003.676065 = -3328716.025264
  nChanged 128
		SP:Iteration 74Q (6745.350000 sec): 3 clusters
  Score: Raw -3333747.090256 + Penalty 5003.676065 = -3328743.414191
  nChanged 116
		SP:Iteration 75Q (6745.430000 sec): 3 clusters
  Score: Raw -3333770.736105 + Penalty 5003.676065 = -3328767.060040
  nChanged 119
		SP:Iteration 76Q (6745.500000 sec): 3 clusters
  Score: Raw -3333794.795433 + Penalty 5003.676065 = -3328791.119368
  nChanged 119
		SP:Iteration 77Q (6745.580000 sec): 3 clusters
  Score: Raw -3333818.957067 + Penalty 5003.676065 = -3328815.281002
  nChanged 117
		SP:Iteration 78Q (6745.660000 sec): 3 clusters
  Score: Raw -3333841.001102 + Penalty 5003.676065 = -3328837.325038
  nChanged 99
		SP:Iteration 79Q (6745.740000 sec): 3 clusters
  Score: Raw -3333859.155939 + Penalty 5003.676065 = -3328855.479875
  nChanged 96
		SP:Iteration 80F (6745.820000 sec): 3 clusters
  Score: Raw -3333877.829891 + Penalty 5003.676065 = -3328874.153826
  nChanged 111
		SP:Iteration 81Q (6745.900000 sec): 3 clusters
  Score: Raw -3333902.006032 + Penalty 5003.676065 = -3328898.329967
  nChanged 105
		SP:Iteration 82Q (6745.980000 sec): 3 clusters
  Score: Raw -3333922.526426 + Penalty 5003.676065 = -3328918.850361
  nChanged 93
		SP:Iteration 83Q (6746.060000 sec): 3 clusters
  Score: Raw -3333940.749912 + Penalty 5003.676065 = -3328937.073848
  nChanged 95
		SP:Iteration 84Q (6746.130000 sec): 3 clusters
  Score: Raw -3333960.162468 + Penalty 5003.676065 = -3328956.486403
  nChanged 101
		SP:Iteration 85Q (6746.200000 sec): 3 clusters
  Score: Raw -3333979.615518 + Penalty 5003.676065 = -3328975.939453
  nChanged 106
		SP:Iteration 86Q (6746.280000 sec): 3 clusters
  Score: Raw -3334000.227150 + Penalty 5003.676065 = -3328996.551086
  nChanged 102
		SP:Iteration 87Q (6746.360000 sec): 3 clusters
  Score: Raw -3334021.627284 + Penalty 5003.676065 = -3329017.951219
  nChanged 111
		SP:Iteration 88Q (6746.430000 sec): 3 clusters
  Score: Raw -3334047.267877 + Penalty 5003.676065 = -3329043.591812
  nChanged 107
		SP:Iteration 89Q (6746.510000 sec): 3 clusters
  Score: Raw -3334073.187346 + Penalty 5003.676065 = -3329069.511282
  nChanged 116
		SP:Iteration 90Q (6746.580000 sec): 3 clusters
  Score: Raw -3334101.974190 + Penalty 5003.676065 = -3329098.298125
  nChanged 132
		SP:Iteration 91Q (6746.660000 sec): 3 clusters
  Score: Raw -3334138.579536 + Penalty 5003.676065 = -3329134.903471
  nChanged 137
		SP:Iteration 92Q (6746.730000 sec): 3 clusters
  Score: Raw -3334172.684848 + Penalty 5003.676065 = -3329169.008783
  nChanged 129
		SP:Iteration 93Q (6746.800000 sec): 3 clusters
  Score: Raw -3334207.986829 + Penalty 5003.676065 = -3329204.310765
  nChanged 126
		SP:Iteration 94Q (6746.880000 sec): 3 clusters
  Score: Raw -3334242.609207 + Penalty 5003.676065 = -3329238.933142
  nChanged 123
		SP:Iteration 95Q (6746.950000 sec): 3 clusters
  Score: Raw -3334277.058629 + Penalty 5003.676065 = -3329273.382565
  nChanged 134
		SP:Iteration 96Q (6747.020000 sec): 3 clusters
  Score: Raw -3334317.855461 + Penalty 5003.676065 = -3329314.179396
  nChanged 119
		SP:Iteration 97Q (6747.100000 sec): 3 clusters
  Score: Raw -3334350.196220 + Penalty 5003.676065 = -3329346.520155
  nChanged 87
		SP:Iteration 98Q (6747.170000 sec): 3 clusters
  Score: Raw -3334374.006774 + Penalty 5003.676065 = -3329370.330710
  nChanged 83
		SP:Iteration 99Q (6747.240000 sec): 3 clusters
  Score: Raw -3334398.426389 + Penalty 5003.676065 = -3329394.750325
  nChanged 78
		SP:Iteration 100F (6747.330000 sec): 3 clusters
  Score: Raw -3334422.150843 + Penalty 5003.676065 = -3329418.474778
  nChanged 78
		SP:Iteration 101Q (6747.400000 sec): 3 clusters
  Score: Raw -3334443.085944 + Penalty 5003.676065 = -3329439.409879
  nChanged 91
		SP:Iteration 102Q (6747.470000 sec): 3 clusters
  Score: Raw -3334467.049609 + Penalty 5003.676065 = -3329463.373544
  nChanged 85
		SP:Iteration 103Q (6747.540000 sec): 3 clusters
  Score: Raw -3334496.363186 + Penalty 5003.676065 = -3329492.687121
  nChanged 112
		SP:Iteration 104Q (6747.610000 sec): 3 clusters
  Score: Raw -3334538.033959 + Penalty 5003.676065 = -3329534.357895
  nChanged 113
		SP:Iteration 105Q (6747.680000 sec): 3 clusters
  Score: Raw -3334581.477329 + Penalty 5003.676065 = -3329577.801264
  nChanged 110
		SP:Iteration 106Q (6747.750000 sec): 3 clusters
  Score: Raw -3334627.882545 + Penalty 5003.676065 = -3329624.206480
  nChanged 104
		SP:Iteration 107Q (6747.820000 sec): 3 clusters
  Score: Raw -3334667.083084 + Penalty 5003.676065 = -3329663.407020
  nChanged 90
		SP:Iteration 108Q (6747.890000 sec): 3 clusters
  Score: Raw -3334700.163505 + Penalty 5003.676065 = -3329696.487440
  nChanged 88
		SP:Iteration 109Q (6747.960000 sec): 3 clusters
  Score: Raw -3334736.268296 + Penalty 5003.676065 = -3329732.592231
  nChanged 80
		SP:Iteration 110Q (6748.020000 sec): 3 clusters
  Score: Raw -3334765.515094 + Penalty 5003.676065 = -3329761.839030
  nChanged 73
		SP:Iteration 111Q (6748.090000 sec): 3 clusters
  Score: Raw -3334791.751361 + Penalty 5003.676065 = -3329788.075296
  nChanged 63
		SP:Iteration 112Q (6748.160000 sec): 3 clusters
  Score: Raw -3334813.813370 + Penalty 5003.676065 = -3329810.137306
  nChanged 58
		SP:Iteration 113Q (6748.230000 sec): 3 clusters
  Score: Raw -3334838.392528 + Penalty 5003.676065 = -3329834.716464
  nChanged 60
		SP:Iteration 114Q (6748.300000 sec): 3 clusters
  Score: Raw -3334857.493285 + Penalty 5003.676065 = -3329853.817221
  nChanged 57
		SP:Iteration 115Q (6748.370000 sec): 3 clusters
  Score: Raw -3334878.308266 + Penalty 5003.676065 = -3329874.632202
  nChanged 53
		SP:Iteration 116Q (6748.430000 sec): 3 clusters
  Score: Raw -3334895.586925 + Penalty 5003.676065 = -3329891.910860
  nChanged 39
		SP:Iteration 117Q (6748.500000 sec): 3 clusters
  Score: Raw -3334908.445346 + Penalty 5003.676065 = -3329904.769281
  nChanged 39
		SP:Iteration 118Q (6748.570000 sec): 3 clusters
  Score: Raw -3334922.841865 + Penalty 5003.676065 = -3329919.165801
  nChanged 44
		SP:Iteration 119Q (6748.640000 sec): 3 clusters
  Score: Raw -3334942.218956 + Penalty 5003.676065 = -3329938.542891
  nChanged 46
		SP:Iteration 120F (6748.720000 sec): 3 clusters
  Score: Raw -3334967.177555 + Penalty 5003.676065 = -3329963.501490
  nChanged 54
		SP:Iteration 121Q (6748.790000 sec): 3 clusters
  Score: Raw -3334997.793179 + Penalty 5003.676065 = -3329994.117115
  nChanged 55
		SP:Iteration 122Q (6748.860000 sec): 3 clusters
  Score: Raw -3335030.118680 + Penalty 5003.676065 = -3330026.442616
  nChanged 64
		SP:Iteration 123Q (6748.920000 sec): 3 clusters
  Score: Raw -3335067.795539 + Penalty 5003.676065 = -3330064.119474
  nChanged 67
		SP:Iteration 124Q (6748.990000 sec): 3 clusters
  Score: Raw -3335110.461043 + Penalty 5003.676065 = -3330106.784978
  nChanged 53
		SP:Iteration 125Q (6749.050000 sec): 3 clusters
  Score: Raw -3335140.237671 + Penalty 5003.676065 = -3330136.561607
  nChanged 48
		SP:Iteration 126Q (6749.120000 sec): 3 clusters
  Score: Raw -3335163.045617 + Penalty 5003.676065 = -3330159.369552
  nChanged 42
		SP:Iteration 127Q (6749.180000 sec): 3 clusters
  Score: Raw -3335184.604099 + Penalty 5003.676065 = -3330180.928035
  nChanged 32
		SP:Iteration 128Q (6749.250000 sec): 3 clusters
  Score: Raw -3335197.273817 + Penalty 5003.676065 = -3330193.597753
  nChanged 20
		SP:Iteration 129Q (6749.310000 sec): 3 clusters
  Score: Raw -3335205.378762 + Penalty 5003.676065 = -3330201.702697
  nChanged 22
		SP:Iteration 130Q (6749.380000 sec): 3 clusters
  Score: Raw -3335215.400410 + Penalty 5003.676065 = -3330211.724346
  nChanged 20
		SP:Iteration 131Q (6749.440000 sec): 3 clusters
  Score: Raw -3335224.341588 + Penalty 5003.676065 = -3330220.665523
  nChanged 18
		SP:Iteration 132Q (6749.500000 sec): 3 clusters
  Score: Raw -3335231.075416 + Penalty 5003.676065 = -3330227.399352
  nChanged 14
		SP:Iteration 133Q (6749.570000 sec): 3 clusters
  Score: Raw -3335237.413484 + Penalty 5003.676065 = -3330233.737420
  nChanged 18
		SP:Iteration 134Q (6749.630000 sec): 3 clusters
  Score: Raw -3335244.334036 + Penalty 5003.676065 = -3330240.657971
  nChanged 14
		SP:Iteration 135Q (6749.700000 sec): 3 clusters
  Score: Raw -3335251.367941 + Penalty 5003.676065 = -3330247.691876
  nChanged 20
		SP:Iteration 136Q (6749.760000 sec): 3 clusters
  Score: Raw -3335259.240791 + Penalty 5003.676065 = -3330255.564726
  nChanged 19
		SP:Iteration 137Q (6749.830000 sec): 3 clusters
  Score: Raw -3335267.898193 + Penalty 5003.676065 = -3330264.222129
  nChanged 16
		SP:Iteration 138Q (6749.890000 sec): 3 clusters
  Score: Raw -3335274.169397 + Penalty 5003.676065 = -3330270.493332
  nChanged 8
		SP:Iteration 139Q (6749.950000 sec): 3 clusters
  Score: Raw -3335278.036594 + Penalty 5003.676065 = -3330274.360529
  nChanged 8
		SP:Iteration 140F (6750.040000 sec): 3 clusters
  Score: Raw -3335281.652566 + Penalty 5003.676065 = -3330277.976501
  nChanged 7
		SP:Iteration 141Q (6750.100000 sec): 3 clusters
  Score: Raw -3335284.731863 + Penalty 5003.676065 = -3330281.055798
  nChanged 2
		SP:Iteration 142Q (6750.170000 sec): 3 clusters
  Score: Raw -3335285.018506 + Penalty 5003.676065 = -3330281.342441
  nChanged 2
		SP:Iteration 143Q (6750.230000 sec): 3 clusters
  Score: Raw -3335285.558995 + Penalty 5003.676065 = -3330281.882930
  nChanged 1
		SP:Iteration 144Q (6750.300000 sec): 3 clusters
  Score: Raw -3335286.204899 + Penalty 5003.676065 = -3330282.528834
  nChanged 3
		SP:Iteration 145Q (6750.360000 sec): 3 clusters
  Score: Raw -3335286.727771 + Penalty 5003.676065 = -3330283.051707
  nChanged 0
		SP:Iteration 146F (6750.450000 sec): 3 clusters
  Score: Raw -3335286.727771 + Penalty 5003.676065 = -3330283.051707
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6750.470000 sec): 2 clusters
  Score: Raw -493895.315700 + Penalty 2018.942818 = -491876.372882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6750.480000 sec): 3 clusters
  Score: Raw -492353.984760 + Penalty 4037.885636 = -488316.099124
  nChanged 1251
		SP:Iteration 1F (6750.490000 sec): 3 clusters
  Score: Raw -493138.047391 + Penalty 4037.885636 = -489100.161754
  nChanged 268
		SP:Iteration 2F (6750.510000 sec): 3 clusters
  Score: Raw -493339.702077 + Penalty 4037.885636 = -489301.816441
  nChanged 189
		SP:Iteration 3F (6750.520000 sec): 3 clusters
  Score: Raw -493451.552511 + Penalty 4037.885636 = -489413.666875
  nChanged 122
		SP:Iteration 4Q (6750.530000 sec): 3 clusters
  Score: Raw -493555.621988 + Penalty 4037.885636 = -489517.736352
  nChanged 127
		SP:Iteration 5Q (6750.540000 sec): 3 clusters
  Score: Raw -493671.903992 + Penalty 4037.885636 = -489634.018355
  nChanged 142
		SP:Iteration 6Q (6750.560000 sec): 3 clusters
  Score: Raw -493832.125465 + Penalty 4037.885636 = -489794.239828
  nChanged 170
		SP:Iteration 7Q (6750.570000 sec): 3 clusters
  Score: Raw -494022.216092 + Penalty 4037.885636 = -489984.330455
  nChanged 172
		SP:Iteration 8F (6750.580000 sec): 3 clusters
  Score: Raw -494241.454355 + Penalty 4037.885636 = -490203.568718
  nChanged 192
		SP:Iteration 9F (6750.590000 sec): 3 clusters
  Score: Raw -494489.937831 + Penalty 4037.885636 = -490452.052194
  nChanged 162
		SP:Iteration 10Q (6750.600000 sec): 3 clusters
  Score: Raw -494708.385998 + Penalty 4037.885636 = -490670.500362
  nChanged 127
		SP:Iteration 11Q (6750.620000 sec): 3 clusters
  Score: Raw -494880.924567 + Penalty 4037.885636 = -490843.038931
  nChanged 116
		SP:Iteration 12Q (6750.630000 sec): 3 clusters
  Score: Raw -495059.200719 + Penalty 4037.885636 = -491021.315082
  nChanged 102
		SP:Iteration 13Q (6750.640000 sec): 3 clusters
  Score: Raw -495204.355724 + Penalty 4037.885636 = -491166.470088
  nChanged 104
		SP:Iteration 14Q (6750.650000 sec): 3 clusters
  Score: Raw -495336.212848 + Penalty 4037.885636 = -491298.327212
  nChanged 77
		SP:Iteration 15Q (6750.660000 sec): 3 clusters
  Score: Raw -495431.344694 + Penalty 4037.885636 = -491393.459057
  nChanged 69
		SP:Iteration 16Q (6750.670000 sec): 3 clusters
  Score: Raw -495505.792416 + Penalty 4037.885636 = -491467.906780
  nChanged 58
		SP:Iteration 17Q (6750.680000 sec): 3 clusters
  Score: Raw -495554.532135 + Penalty 4037.885636 = -491516.646498
  nChanged 35
		SP:Iteration 18Q (6750.690000 sec): 3 clusters
  Score: Raw -495583.579772 + Penalty 4037.885636 = -491545.694135
  nChanged 27
		SP:Iteration 19Q (6750.700000 sec): 3 clusters
  Score: Raw -495598.010291 + Penalty 4037.885636 = -491560.124655
  nChanged 14
		SP:Iteration 20F (6750.720000 sec): 3 clusters
  Score: Raw -495605.221622 + Penalty 4037.885636 = -491567.335986
  nChanged 10
		SP:Iteration 21Q (6750.720000 sec): 3 clusters
  Score: Raw -495610.869201 + Penalty 4037.885636 = -491572.983564
  nChanged 9
		SP:Iteration 22Q (6750.740000 sec): 3 clusters
  Score: Raw -495614.919690 + Penalty 4037.885636 = -491577.034054
  nChanged 6
		SP:Iteration 23Q (6750.740000 sec): 3 clusters
  Score: Raw -495617.479268 + Penalty 4037.885636 = -491579.593631
  nChanged 5
		SP:Iteration 24Q (6750.760000 sec): 3 clusters
  Score: Raw -495619.741581 + Penalty 4037.885636 = -491581.855945
  nChanged 4
		SP:Iteration 25Q (6750.760000 sec): 3 clusters
  Score: Raw -495621.180683 + Penalty 4037.885636 = -491583.295047
  nChanged 4
		SP:Iteration 26Q (6750.780000 sec): 3 clusters
  Score: Raw -495622.935156 + Penalty 4037.885636 = -491585.049519
  nChanged 3
		SP:Iteration 27Q (6750.780000 sec): 3 clusters
  Score: Raw -495623.923659 + Penalty 4037.885636 = -491586.038023
  nChanged 2
		SP:Iteration 28Q (6750.800000 sec): 3 clusters
  Score: Raw -495624.574853 + Penalty 4037.885636 = -491586.689217
  nChanged 2
		SP:Iteration 29Q (6750.800000 sec): 3 clusters
  Score: Raw -495625.011715 + Penalty 4037.885636 = -491587.126078
  nChanged 0
		SP:Iteration 30F (6750.820000 sec): 3 clusters
  Score: Raw -495625.011715 + Penalty 4037.885636 = -491587.126078
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6750.820000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6750.830000 sec): 3 clusters
  Score: Raw -126906.902978 + Penalty 3350.283633 = -123556.619345
  nChanged 181
		SP:Iteration 1F (6750.830000 sec): 3 clusters
  Score: Raw -127104.355350 + Penalty 3350.283633 = -123754.071716
  nChanged 51
		SP:Iteration 2F (6750.830000 sec): 3 clusters
  Score: Raw -127175.733329 + Penalty 3350.283633 = -123825.449695
  nChanged 18
		SP:Iteration 3Q (6750.840000 sec): 3 clusters
  Score: Raw -127202.015882 + Penalty 3350.283633 = -123851.732248
  nChanged 16
		SP:Iteration 4Q (6750.840000 sec): 3 clusters
  Score: Raw -127226.089994 + Penalty 3350.283633 = -123875.806361
  nChanged 9
		SP:Iteration 5Q (6750.840000 sec): 3 clusters
  Score: Raw -127238.192641 + Penalty 3350.283633 = -123887.909008
  nChanged 7
		SP:Iteration 6Q (6750.840000 sec): 3 clusters
  Score: Raw -127248.960017 + Penalty 3350.283633 = -123898.676383
  nChanged 7
		SP:Iteration 7Q (6750.850000 sec): 3 clusters
  Score: Raw -127257.877323 + Penalty 3350.283633 = -123907.593690
  nChanged 5
		SP:Iteration 8Q (6750.850000 sec): 3 clusters
  Score: Raw -127265.543110 + Penalty 3350.283633 = -123915.259477
  nChanged 7
		SP:Iteration 9Q (6750.860000 sec): 3 clusters
  Score: Raw -127277.161225 + Penalty 3350.283633 = -123926.877591
  nChanged 1
		SP:Iteration 10Q (6750.860000 sec): 3 clusters
  Score: Raw -127279.606141 + Penalty 3350.283633 = -123929.322508
  nChanged 1
		SP:Iteration 11Q (6750.860000 sec): 3 clusters
  Score: Raw -127280.488632 + Penalty 3350.283633 = -123930.204999
  nChanged 0
		SP:Iteration 12F (6750.860000 sec): 3 clusters
  Score: Raw -127280.488632 + Penalty 3350.283633 = -123930.204999
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6750.870000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6750.870000 sec): 3 clusters
  Score: Raw -33692.346992 + Penalty 2756.186719 = -30936.160274
  nChanged 31
		SP:Iteration 1F (6750.870000 sec): 3 clusters
  Score: Raw -33851.144415 + Penalty 2756.186719 = -31094.957697
  nChanged 8
		SP:Iteration 2Q (6750.870000 sec): 3 clusters
  Score: Raw -33959.360274 + Penalty 2756.186719 = -31203.173556
  nChanged 5
		SP:Iteration 3Q (6750.870000 sec): 3 clusters
  Score: Raw -33980.935169 + Penalty 2756.186719 = -31224.748450
  nChanged 2
		SP:Iteration 4Q (6750.870000 sec): 3 clusters
  Score: Raw -33987.760708 + Penalty 2756.186719 = -31231.573990
  nChanged 3
		SP:Iteration 5Q (6750.870000 sec): 3 clusters
  Score: Raw -33997.277113 + Penalty 2756.186719 = -31241.090395
  nChanged 0
		SP:Iteration 6F (6750.880000 sec): 3 clusters
  Score: Raw -33997.277113 + Penalty 2756.186719 = -31241.090395
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6750.920000 sec): 2 clusters
  Score: Raw -2053881.213625 + Penalty 2363.321236 = -2051517.892389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6750.970000 sec): 3 clusters
  Score: Raw -2046162.203402 + Penalty 4726.642471 = -2041435.560931
  nChanged 5862
		SP:Iteration 1F (6751.020000 sec): 3 clusters
  Score: Raw -2049150.730373 + Penalty 4726.642471 = -2044424.087901
  nChanged 828
		SP:Iteration 2F (6751.070000 sec): 3 clusters
  Score: Raw -2049498.059204 + Penalty 4726.642471 = -2044771.416733
  nChanged 660
		SP:Iteration 3Q (6751.120000 sec): 3 clusters
  Score: Raw -2049748.978940 + Penalty 4726.642471 = -2045022.336469
  nChanged 581
		SP:Iteration 4Q (6751.170000 sec): 3 clusters
  Score: Raw -2049946.162085 + Penalty 4726.642471 = -2045219.519614
  nChanged 491
		SP:Iteration 5Q (6751.220000 sec): 3 clusters
  Score: Raw -2050100.607724 + Penalty 4726.642471 = -2045373.965253
  nChanged 414
		SP:Iteration 6Q (6751.270000 sec): 3 clusters
  Score: Raw -2050233.027785 + Penalty 4726.642471 = -2045506.385314
  nChanged 370
		SP:Iteration 7Q (6751.320000 sec): 3 clusters
  Score: Raw -2050350.551988 + Penalty 4726.642471 = -2045623.909516
  nChanged 347
		SP:Iteration 8Q (6751.370000 sec): 3 clusters
  Score: Raw -2050458.078110 + Penalty 4726.642471 = -2045731.435639
  nChanged 338
		SP:Iteration 9Q (6751.420000 sec): 3 clusters
  Score: Raw -2050562.305084 + Penalty 4726.642471 = -2045835.662613
  nChanged 329
		SP:Iteration 10Q (6751.470000 sec): 3 clusters
  Score: Raw -2050661.913634 + Penalty 4726.642471 = -2045935.271163
  nChanged 318
		SP:Iteration 11Q (6751.520000 sec): 3 clusters
  Score: Raw -2050762.639452 + Penalty 4726.642471 = -2046035.996981
  nChanged 307
		SP:Iteration 12Q (6751.570000 sec): 3 clusters
  Score: Raw -2050867.894672 + Penalty 4726.642471 = -2046141.252200
  nChanged 328
		SP:Iteration 13Q (6751.620000 sec): 3 clusters
  Score: Raw -2050986.810673 + Penalty 4726.642471 = -2046260.168201
  nChanged 361
		SP:Iteration 14Q (6751.670000 sec): 3 clusters
  Score: Raw -2051130.800388 + Penalty 4726.642471 = -2046404.157917
  nChanged 389
		SP:Iteration 15Q (6751.720000 sec): 3 clusters
  Score: Raw -2051310.621965 + Penalty 4726.642471 = -2046583.979493
  nChanged 438
		SP:Iteration 16Q (6751.770000 sec): 3 clusters
  Score: Raw -2051525.271220 + Penalty 4726.642471 = -2046798.628749
  nChanged 495
		SP:Iteration 17Q (6751.820000 sec): 3 clusters
  Score: Raw -2051799.156115 + Penalty 4726.642471 = -2047072.513643
  nChanged 545
		SP:Iteration 18Q (6751.870000 sec): 3 clusters
  Score: Raw -2052128.938492 + Penalty 4726.642471 = -2047402.296020
  nChanged 545
		SP:Iteration 19Q (6751.920000 sec): 3 clusters
  Score: Raw -2052483.858370 + Penalty 4726.642471 = -2047757.215898
  nChanged 521
		SP:Iteration 20F (6751.970000 sec): 3 clusters
  Score: Raw -2052845.607924 + Penalty 4726.642471 = -2048118.965452
  nChanged 458
		SP:Iteration 21Q (6752.020000 sec): 3 clusters
  Score: Raw -2053196.973645 + Penalty 4726.642471 = -2048470.331173
  nChanged 357
		SP:Iteration 22Q (6752.060000 sec): 3 clusters
  Score: Raw -2053479.887097 + Penalty 4726.642471 = -2048753.244626
  nChanged 248
		SP:Iteration 23Q (6752.110000 sec): 3 clusters
  Score: Raw -2053672.767364 + Penalty 4726.642471 = -2048946.124893
  nChanged 167
		SP:Iteration 24Q (6752.150000 sec): 3 clusters
  Score: Raw -2053806.646995 + Penalty 4726.642471 = -2049080.004523
  nChanged 136
		SP:Iteration 25Q (6752.200000 sec): 3 clusters
  Score: Raw -2053919.762642 + Penalty 4726.642471 = -2049193.120170
  nChanged 96
		SP:Iteration 26Q (6752.240000 sec): 3 clusters
  Score: Raw -2053989.738420 + Penalty 4726.642471 = -2049263.095948
  nChanged 68
		SP:Iteration 27Q (6752.280000 sec): 3 clusters
  Score: Raw -2054040.400542 + Penalty 4726.642471 = -2049313.758071
  nChanged 45
		SP:Iteration 28Q (6752.320000 sec): 3 clusters
  Score: Raw -2054072.842286 + Penalty 4726.642471 = -2049346.199815
  nChanged 37
		SP:Iteration 29Q (6752.360000 sec): 3 clusters
  Score: Raw -2054101.472774 + Penalty 4726.642471 = -2049374.830302
  nChanged 34
		SP:Iteration 30Q (6752.400000 sec): 3 clusters
  Score: Raw -2054138.149302 + Penalty 4726.642471 = -2049411.506831
  nChanged 33
		SP:Iteration 31Q (6752.430000 sec): 3 clusters
  Score: Raw -2054172.685507 + Penalty 4726.642471 = -2049446.043036
  nChanged 28
		SP:Iteration 32Q (6752.470000 sec): 3 clusters
  Score: Raw -2054200.880458 + Penalty 4726.642471 = -2049474.237986
  nChanged 18
		SP:Iteration 33Q (6752.510000 sec): 3 clusters
  Score: Raw -2054218.510796 + Penalty 4726.642471 = -2049491.868325
  nChanged 11
		SP:Iteration 34Q (6752.550000 sec): 3 clusters
  Score: Raw -2054230.858561 + Penalty 4726.642471 = -2049504.216089
  nChanged 10
		SP:Iteration 35Q (6752.580000 sec): 3 clusters
  Score: Raw -2054243.239565 + Penalty 4726.642471 = -2049516.597094
  nChanged 10
		SP:Iteration 36Q (6752.620000 sec): 3 clusters
  Score: Raw -2054254.030763 + Penalty 4726.642471 = -2049527.388292
  nChanged 5
		SP:Iteration 37Q (6752.660000 sec): 3 clusters
  Score: Raw -2054258.807010 + Penalty 4726.642471 = -2049532.164539
  nChanged 5
		SP:Iteration 38Q (6752.690000 sec): 3 clusters
  Score: Raw -2054262.633595 + Penalty 4726.642471 = -2049535.991124
  nChanged 1
		SP:Iteration 39Q (6752.730000 sec): 3 clusters
  Score: Raw -2054264.597697 + Penalty 4726.642471 = -2049537.955226
  nChanged 4
		SP:Iteration 40F (6752.780000 sec): 3 clusters
  Score: Raw -2054269.095636 + Penalty 4726.642471 = -2049542.453164
  nChanged 1
		SP:Iteration 41Q (6752.820000 sec): 3 clusters
  Score: Raw -2054269.605116 + Penalty 4726.642471 = -2049542.962644
  nChanged 0
		SP:Iteration 42F (6752.860000 sec): 3 clusters
  Score: Raw -2054269.605116 + Penalty 4726.642471 = -2049542.962644
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69763 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6753.100000 sec): 2 clusters
  Score: Raw -10201920.397236 + Penalty 2765.909047 = -10199154.488188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6753.350000 sec): 3 clusters
  Score: Raw -10158072.504041 + Penalty 5531.818095 = -10152540.685946
  nChanged 32523
		SP:Iteration 1F (6753.610000 sec): 3 clusters
  Score: Raw -10175911.567410 + Penalty 5531.818095 = -10170379.749316
  nChanged 2320
		SP:Iteration 2Q (6753.880000 sec): 3 clusters
  Score: Raw -10176466.277836 + Penalty 5531.818095 = -10170934.459741
  nChanged 2240
		SP:Iteration 3Q (6754.140000 sec): 3 clusters
  Score: Raw -10177074.833860 + Penalty 5531.818095 = -10171543.015765
  nChanged 2490
		SP:Iteration 4Q (6754.400000 sec): 3 clusters
  Score: Raw -10177942.711924 + Penalty 5531.818095 = -10172410.893829
  nChanged 2934
		SP:Iteration 5Q (6754.660000 sec): 3 clusters
  Score: Raw -10179219.888162 + Penalty 5531.818095 = -10173688.070067
  nChanged 3783
		SP:Iteration 6F (6754.920000 sec): 3 clusters
  Score: Raw -10181356.282463 + Penalty 5531.818095 = -10175824.464368
  nChanged 5011
		SP:Iteration 7F (6755.180000 sec): 3 clusters
  Score: Raw -10184992.427481 + Penalty 5531.818095 = -10179460.609387
  nChanged 6150
		SP:Iteration 8F (6755.440000 sec): 3 clusters
  Score: Raw -10190470.560502 + Penalty 5531.818095 = -10184938.742407
  nChanged 5800
		SP:Iteration 9F (6755.690000 sec): 3 clusters
  Score: Raw -10196240.697661 + Penalty 5531.818095 = -10190708.879566
  nChanged 3820
		SP:Iteration 10F (6755.950000 sec): 3 clusters
  Score: Raw -10200091.871058 + Penalty 5531.818095 = -10194560.052963
  nChanged 1476
		SP:Iteration 11Q (6756.160000 sec): 3 clusters
  Score: Raw -10201516.835071 + Penalty 5531.818095 = -10195985.016976
  nChanged 392
		SP:Iteration 12Q (6756.360000 sec): 3 clusters
  Score: Raw -10201958.375316 + Penalty 5531.818095 = -10196426.557221
  nChanged 97
		SP:Iteration 13Q (6756.540000 sec): 3 clusters
  Score: Raw -10202111.255118 + Penalty 5531.818095 = -10196579.437023
  nChanged 39
		SP:Iteration 14Q (6756.720000 sec): 3 clusters
  Score: Raw -10202169.376017 + Penalty 5531.818095 = -10196637.557922
  nChanged 16
		SP:Iteration 15Q (6756.900000 sec): 3 clusters
  Score: Raw -10202204.378758 + Penalty 5531.818095 = -10196672.560664
  nChanged 8
		SP:Iteration 16Q (6757.080000 sec): 3 clusters
  Score: Raw -10202215.324661 + Penalty 5531.818095 = -10196683.506566
  nChanged 4
		SP:Iteration 17Q (6757.250000 sec): 3 clusters
  Score: Raw -10202225.975584 + Penalty 5531.818095 = -10196694.157489
  nChanged 3
		SP:Iteration 18Q (6757.430000 sec): 3 clusters
  Score: Raw -10202231.315346 + Penalty 5531.818095 = -10196699.497251
  nChanged 2
		SP:Iteration 19Q (6757.600000 sec): 3 clusters
  Score: Raw -10202233.078643 + Penalty 5531.818095 = -10196701.260548
  nChanged 0
		SP:Iteration 20F (6757.860000 sec): 3 clusters
  Score: Raw -10202233.078643 + Penalty 5531.818095 = -10196701.260548
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6757.890000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6757.900000 sec): 3 clusters
  Score: Raw -385258.417696 + Penalty 3923.652944 = -381334.764752
  nChanged 931
		SP:Iteration 1F (6757.910000 sec): 3 clusters
  Score: Raw -385839.322508 + Penalty 3923.652944 = -381915.669565
  nChanged 183
		SP:Iteration 2F (6757.920000 sec): 3 clusters
  Score: Raw -385954.625459 + Penalty 3923.652944 = -382030.972516
  nChanged 96
		SP:Iteration 3Q (6757.930000 sec): 3 clusters
  Score: Raw -386020.730121 + Penalty 3923.652944 = -382097.077177
  nChanged 79
		SP:Iteration 4Q (6757.940000 sec): 3 clusters
  Score: Raw -386067.952098 + Penalty 3923.652944 = -382144.299155
  nChanged 52
		SP:Iteration 5Q (6757.950000 sec): 3 clusters
  Score: Raw -386099.820590 + Penalty 3923.652944 = -382176.167646
  nChanged 44
		SP:Iteration 6Q (6757.960000 sec): 3 clusters
  Score: Raw -386125.658625 + Penalty 3923.652944 = -382202.005681
  nChanged 46
		SP:Iteration 7Q (6757.970000 sec): 3 clusters
  Score: Raw -386151.195159 + Penalty 3923.652944 = -382227.542215
  nChanged 39
		SP:Iteration 8Q (6757.980000 sec): 3 clusters
  Score: Raw -386172.126639 + Penalty 3923.652944 = -382248.473696
  nChanged 35
		SP:Iteration 9Q (6757.990000 sec): 3 clusters
  Score: Raw -386190.879211 + Penalty 3923.652944 = -382267.226267
  nChanged 34
		SP:Iteration 10Q (6758.000000 sec): 3 clusters
  Score: Raw -386208.044804 + Penalty 3923.652944 = -382284.391860
  nChanged 25
		SP:Iteration 11Q (6758.010000 sec): 3 clusters
  Score: Raw -386221.527283 + Penalty 3923.652944 = -382297.874339
  nChanged 19
		SP:Iteration 12Q (6758.020000 sec): 3 clusters
  Score: Raw -386231.645440 + Penalty 3923.652944 = -382307.992496
  nChanged 13
		SP:Iteration 13Q (6758.030000 sec): 3 clusters
  Score: Raw -386238.298548 + Penalty 3923.652944 = -382314.645604
  nChanged 13
		SP:Iteration 14Q (6758.040000 sec): 3 clusters
  Score: Raw -386244.353069 + Penalty 3923.652944 = -382320.700126
  nChanged 9
		SP:Iteration 15Q (6758.050000 sec): 3 clusters
  Score: Raw -386247.500301 + Penalty 3923.652944 = -382323.847357
  nChanged 9
		SP:Iteration 16Q (6758.060000 sec): 3 clusters
  Score: Raw -386252.320696 + Penalty 3923.652944 = -382328.667753
  nChanged 12
		SP:Iteration 17Q (6758.070000 sec): 3 clusters
  Score: Raw -386258.952717 + Penalty 3923.652944 = -382335.299773
  nChanged 14
		SP:Iteration 18Q (6758.080000 sec): 3 clusters
  Score: Raw -386266.921658 + Penalty 3923.652944 = -382343.268715
  nChanged 17
		SP:Iteration 19Q (6758.090000 sec): 3 clusters
  Score: Raw -386277.121780 + Penalty 3923.652944 = -382353.468836
  nChanged 21
		SP:Iteration 20F (6758.100000 sec): 3 clusters
  Score: Raw -386288.464626 + Penalty 3923.652944 = -382364.811683
  nChanged 21
		SP:Iteration 21Q (6758.110000 sec): 3 clusters
  Score: Raw -386300.715659 + Penalty 3923.652944 = -382377.062716
  nChanged 21
		SP:Iteration 22Q (6758.120000 sec): 3 clusters
  Score: Raw -386311.445059 + Penalty 3923.652944 = -382387.792115
  nChanged 16
		SP:Iteration 23Q (6758.130000 sec): 3 clusters
  Score: Raw -386318.385679 + Penalty 3923.652944 = -382394.732736
  nChanged 11
		SP:Iteration 24Q (6758.140000 sec): 3 clusters
  Score: Raw -386323.694072 + Penalty 3923.652944 = -382400.041128
  nChanged 10
		SP:Iteration 25Q (6758.150000 sec): 3 clusters
  Score: Raw -386327.697390 + Penalty 3923.652944 = -382404.044446
  nChanged 9
		SP:Iteration 26Q (6758.160000 sec): 3 clusters
  Score: Raw -386331.264453 + Penalty 3923.652944 = -382407.611510
  nChanged 12
		SP:Iteration 27Q (6758.170000 sec): 3 clusters
  Score: Raw -386339.278850 + Penalty 3923.652944 = -382415.625907
  nChanged 13
		SP:Iteration 28Q (6758.180000 sec): 3 clusters
  Score: Raw -386346.483413 + Penalty 3923.652944 = -382422.830470
  nChanged 15
		SP:Iteration 29Q (6758.190000 sec): 3 clusters
  Score: Raw -386353.349572 + Penalty 3923.652944 = -382429.696629
  nChanged 20
		SP:Iteration 30Q (6758.200000 sec): 3 clusters
  Score: Raw -386362.594121 + Penalty 3923.652944 = -382438.941178
  nChanged 12
		SP:Iteration 31Q (6758.200000 sec): 3 clusters
  Score: Raw -386367.388473 + Penalty 3923.652944 = -382443.735529
  nChanged 8
		SP:Iteration 32Q (6758.220000 sec): 3 clusters
  Score: Raw -386371.667933 + Penalty 3923.652944 = -382448.014990
  nChanged 16
		SP:Iteration 33Q (6758.220000 sec): 3 clusters
  Score: Raw -386381.149846 + Penalty 3923.652944 = -382457.496902
  nChanged 21
		SP:Iteration 34Q (6758.240000 sec): 3 clusters
  Score: Raw -386393.070322 + Penalty 3923.652944 = -382469.417378
  nChanged 18
		SP:Iteration 35Q (6758.240000 sec): 3 clusters
  Score: Raw -386404.287722 + Penalty 3923.652944 = -382480.634778
  nChanged 11
		SP:Iteration 36Q (6758.250000 sec): 3 clusters
  Score: Raw -386411.373703 + Penalty 3923.652944 = -382487.720760
  nChanged 7
		SP:Iteration 37Q (6758.260000 sec): 3 clusters
  Score: Raw -386414.772019 + Penalty 3923.652944 = -382491.119075
  nChanged 8
		SP:Iteration 38Q (6758.270000 sec): 3 clusters
  Score: Raw -386418.481545 + Penalty 3923.652944 = -382494.828601
  nChanged 9
		SP:Iteration 39Q (6758.280000 sec): 3 clusters
  Score: Raw -386422.743493 + Penalty 3923.652944 = -382499.090549
  nChanged 9
		SP:Iteration 40F (6758.290000 sec): 3 clusters
  Score: Raw -386427.043222 + Penalty 3923.652944 = -382503.390278
  nChanged 10
		SP:Iteration 41Q (6758.300000 sec): 3 clusters
  Score: Raw -386430.781284 + Penalty 3923.652944 = -382507.128341
  nChanged 6
		SP:Iteration 42Q (6758.310000 sec): 3 clusters
  Score: Raw -386434.248987 + Penalty 3923.652944 = -382510.596044
  nChanged 3
		SP:Iteration 43Q (6758.320000 sec): 3 clusters
  Score: Raw -386435.372868 + Penalty 3923.652944 = -382511.719924
  nChanged 4
		SP:Iteration 44Q (6758.330000 sec): 3 clusters
  Score: Raw -386436.515522 + Penalty 3923.652944 = -382512.862579
  nChanged 7
		SP:Iteration 45Q (6758.340000 sec): 3 clusters
  Score: Raw -386438.910950 + Penalty 3923.652944 = -382515.258007
  nChanged 3
		SP:Iteration 46Q (6758.350000 sec): 3 clusters
  Score: Raw -386440.619797 + Penalty 3923.652944 = -382516.966853
  nChanged 4
		SP:Iteration 47Q (6758.360000 sec): 3 clusters
  Score: Raw -386444.219254 + Penalty 3923.652944 = -382520.566311
  nChanged 8
		SP:Iteration 48Q (6758.370000 sec): 3 clusters
  Score: Raw -386448.651401 + Penalty 3923.652944 = -382524.998457
  nChanged 6
		SP:Iteration 49Q (6758.380000 sec): 3 clusters
  Score: Raw -386450.905041 + Penalty 3923.652944 = -382527.252098
  nChanged 6
		SP:Iteration 50Q (6758.390000 sec): 3 clusters
  Score: Raw -386453.143883 + Penalty 3923.652944 = -382529.490939
  nChanged 3
		SP:Iteration 51Q (6758.400000 sec): 3 clusters
  Score: Raw -386455.113017 + Penalty 3923.652944 = -382531.460073
  nChanged 5
		SP:Iteration 52Q (6758.410000 sec): 3 clusters
  Score: Raw -386457.295892 + Penalty 3923.652944 = -382533.642948
  nChanged 5
		SP:Iteration 53Q (6758.420000 sec): 3 clusters
  Score: Raw -386460.615028 + Penalty 3923.652944 = -382536.962084
  nChanged 5
		SP:Iteration 54Q (6758.430000 sec): 3 clusters
  Score: Raw -386462.947495 + Penalty 3923.652944 = -382539.294551
  nChanged 4
		SP:Iteration 55Q (6758.440000 sec): 3 clusters
  Score: Raw -386464.582431 + Penalty 3923.652944 = -382540.929487
  nChanged 2
		SP:Iteration 56Q (6758.440000 sec): 3 clusters
  Score: Raw -386465.046255 + Penalty 3923.652944 = -382541.393311
  nChanged 0
		SP:Iteration 57F (6758.460000 sec): 3 clusters
  Score: Raw -386465.046255 + Penalty 3923.652944 = -382541.393311
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6758.460000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6758.470000 sec): 3 clusters
  Score: Raw -168857.279933 + Penalty 3494.272938 = -165363.006995
  nChanged 295
		SP:Iteration 1F (6758.470000 sec): 3 clusters
  Score: Raw -169141.441301 + Penalty 3494.272938 = -165647.168363
  nChanged 75
		SP:Iteration 2F (6758.480000 sec): 3 clusters
  Score: Raw -169232.728068 + Penalty 3494.272938 = -165738.455130
  nChanged 33
		SP:Iteration 3Q (6758.480000 sec): 3 clusters
  Score: Raw -169270.972611 + Penalty 3494.272938 = -165776.699673
  nChanged 18
		SP:Iteration 4Q (6758.480000 sec): 3 clusters
  Score: Raw -169289.618994 + Penalty 3494.272938 = -165795.346056
  nChanged 19
		SP:Iteration 5Q (6758.490000 sec): 3 clusters
  Score: Raw -169309.441525 + Penalty 3494.272938 = -165815.168587
  nChanged 11
		SP:Iteration 6Q (6758.490000 sec): 3 clusters
  Score: Raw -169319.257481 + Penalty 3494.272938 = -165824.984543
  nChanged 4
		SP:Iteration 7Q (6758.500000 sec): 3 clusters
  Score: Raw -169324.017487 + Penalty 3494.272938 = -165829.744549
  nChanged 4
		SP:Iteration 8Q (6758.500000 sec): 3 clusters
  Score: Raw -169326.137010 + Penalty 3494.272938 = -165831.864072
  nChanged 0
		SP:Iteration 9F (6758.500000 sec): 3 clusters
  Score: Raw -169326.137010 + Penalty 3494.272938 = -165831.864072
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6758.510000 sec): 2 clusters
  Score: Raw -256972.402976 + Penalty 1864.479917 = -255107.923060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6758.520000 sec): 3 clusters
  Score: Raw -256476.876301 + Penalty 3728.959834 = -252747.916467
  nChanged 577
		SP:Iteration 1F (6758.520000 sec): 3 clusters
  Score: Raw -257086.859301 + Penalty 3728.959834 = -253357.899467
  nChanged 199
		SP:Iteration 2F (6758.530000 sec): 3 clusters
  Score: Raw -257473.042636 + Penalty 3728.959834 = -253744.082802
  nChanged 158
		SP:Iteration 3F (6758.540000 sec): 3 clusters
  Score: Raw -257790.298113 + Penalty 3728.959834 = -254061.338279
  nChanged 113
		SP:Iteration 4F (6758.540000 sec): 3 clusters
  Score: Raw -258099.221820 + Penalty 3728.959834 = -254370.261986
  nChanged 74
		SP:Iteration 5Q (6758.550000 sec): 3 clusters
  Score: Raw -258219.892092 + Penalty 3728.959834 = -254490.932259
  nChanged 53
		SP:Iteration 6Q (6758.560000 sec): 3 clusters
  Score: Raw -258276.002396 + Penalty 3728.959834 = -254547.042562
  nChanged 26
		SP:Iteration 7Q (6758.560000 sec): 3 clusters
  Score: Raw -258314.560131 + Penalty 3728.959834 = -254585.600297
  nChanged 19
		SP:Iteration 8Q (6758.570000 sec): 3 clusters
  Score: Raw -258341.792630 + Penalty 3728.959834 = -254612.832796
  nChanged 19
		SP:Iteration 9Q (6758.580000 sec): 3 clusters
  Score: Raw -258366.637936 + Penalty 3728.959834 = -254637.678103
  nChanged 19
		SP:Iteration 10Q (6758.580000 sec): 3 clusters
  Score: Raw -258391.304361 + Penalty 3728.959834 = -254662.344527
  nChanged 12
		SP:Iteration 11Q (6758.590000 sec): 3 clusters
  Score: Raw -258409.451478 + Penalty 3728.959834 = -254680.491644
  nChanged 10
		SP:Iteration 12Q (6758.600000 sec): 3 clusters
  Score: Raw -258430.793505 + Penalty 3728.959834 = -254701.833671
  nChanged 15
		SP:Iteration 13Q (6758.600000 sec): 3 clusters
  Score: Raw -258458.040485 + Penalty 3728.959834 = -254729.080651
  nChanged 13
		SP:Iteration 14Q (6758.610000 sec): 3 clusters
  Score: Raw -258482.476230 + Penalty 3728.959834 = -254753.516396
  nChanged 5
		SP:Iteration 15Q (6758.610000 sec): 3 clusters
  Score: Raw -258491.073558 + Penalty 3728.959834 = -254762.113724
  nChanged 7
		SP:Iteration 16Q (6758.620000 sec): 3 clusters
  Score: Raw -258509.390125 + Penalty 3728.959834 = -254780.430291
  nChanged 4
		SP:Iteration 17Q (6758.620000 sec): 3 clusters
  Score: Raw -258514.418151 + Penalty 3728.959834 = -254785.458317
  nChanged 3
		SP:Iteration 18Q (6758.630000 sec): 3 clusters
  Score: Raw -258518.909506 + Penalty 3728.959834 = -254789.949672
  nChanged 2
		SP:Iteration 19Q (6758.640000 sec): 3 clusters
  Score: Raw -258520.565885 + Penalty 3728.959834 = -254791.606051
  nChanged 2
		SP:Iteration 20F (6758.640000 sec): 3 clusters
  Score: Raw -258531.583363 + Penalty 3728.959834 = -254802.623529
  nChanged 5
		SP:Iteration 21Q (6758.650000 sec): 3 clusters
  Score: Raw -258570.948015 + Penalty 3728.959834 = -254841.988181
  nChanged 2
		SP:Iteration 22Q (6758.650000 sec): 3 clusters
  Score: Raw -258580.472805 + Penalty 3728.959834 = -254851.512971
  nChanged 2
		SP:Iteration 23Q (6758.660000 sec): 3 clusters
  Score: Raw -258589.862520 + Penalty 3728.959834 = -254860.902686
  nChanged 5
		SP:Iteration 24Q (6758.660000 sec): 3 clusters
  Score: Raw -258605.471620 + Penalty 3728.959834 = -254876.511786
  nChanged 8
		SP:Iteration 25Q (6758.670000 sec): 3 clusters
  Score: Raw -258616.617034 + Penalty 3728.959834 = -254887.657200
  nChanged 6
		SP:Iteration 26Q (6758.680000 sec): 3 clusters
  Score: Raw -258624.314097 + Penalty 3728.959834 = -254895.354263
  nChanged 6
		SP:Iteration 27Q (6758.680000 sec): 3 clusters
  Score: Raw -258629.601347 + Penalty 3728.959834 = -254900.641513
  nChanged 4
		SP:Iteration 28Q (6758.680000 sec): 3 clusters
  Score: Raw -258637.897737 + Penalty 3728.959834 = -254908.937903
  nChanged 2
		SP:Iteration 29Q (6758.690000 sec): 3 clusters
  Score: Raw -258639.847967 + Penalty 3728.959834 = -254910.888133
  nChanged 1
		SP:Iteration 30Q (6758.700000 sec): 3 clusters
  Score: Raw -258642.251264 + Penalty 3728.959834 = -254913.291430
  nChanged 2
		SP:Iteration 31Q (6758.700000 sec): 3 clusters
  Score: Raw -258644.406601 + Penalty 3728.959834 = -254915.446767
  nChanged 1
		SP:Iteration 32Q (6758.710000 sec): 3 clusters
  Score: Raw -258645.478547 + Penalty 3728.959834 = -254916.518713
  nChanged 1
		SP:Iteration 33Q (6758.710000 sec): 3 clusters
  Score: Raw -258648.428782 + Penalty 3728.959834 = -254919.468948
  nChanged 3
		SP:Iteration 34Q (6758.720000 sec): 3 clusters
  Score: Raw -258652.730337 + Penalty 3728.959834 = -254923.770503
  nChanged 2
		SP:Iteration 35Q (6758.720000 sec): 3 clusters
  Score: Raw -258654.757166 + Penalty 3728.959834 = -254925.797332
  nChanged 2
		SP:Iteration 36Q (6758.730000 sec): 3 clusters
  Score: Raw -258656.645394 + Penalty 3728.959834 = -254927.685560
  nChanged 2
		SP:Iteration 37Q (6758.740000 sec): 3 clusters
  Score: Raw -258658.412171 + Penalty 3728.959834 = -254929.452338
  nChanged 0
		SP:Iteration 38F (6758.740000 sec): 3 clusters
  Score: Raw -258658.412171 + Penalty 3728.959834 = -254929.452338
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6758.780000 sec): 2 clusters
  Score: Raw -1667596.949553 + Penalty 2305.832084 = -1665291.117469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6758.820000 sec): 3 clusters
  Score: Raw -1661602.429831 + Penalty 4611.664169 = -1656990.765662
  nChanged 4569
		SP:Iteration 1F (6758.860000 sec): 3 clusters
  Score: Raw -1664051.991225 + Penalty 4611.664169 = -1659440.327056
  nChanged 665
		SP:Iteration 2F (6758.900000 sec): 3 clusters
  Score: Raw -1664327.712837 + Penalty 4611.664169 = -1659716.048668
  nChanged 495
		SP:Iteration 3Q (6758.940000 sec): 3 clusters
  Score: Raw -1664526.340107 + Penalty 4611.664169 = -1659914.675938
  nChanged 416
		SP:Iteration 4Q (6758.980000 sec): 3 clusters
  Score: Raw -1664672.947527 + Penalty 4611.664169 = -1660061.283358
  nChanged 338
		SP:Iteration 5Q (6759.020000 sec): 3 clusters
  Score: Raw -1664775.539934 + Penalty 4611.664169 = -1660163.875765
  nChanged 262
		SP:Iteration 6Q (6759.060000 sec): 3 clusters
  Score: Raw -1664848.000772 + Penalty 4611.664169 = -1660236.336603
  nChanged 210
		SP:Iteration 7Q (6759.100000 sec): 3 clusters
  Score: Raw -1664900.573401 + Penalty 4611.664169 = -1660288.909232
  nChanged 169
		SP:Iteration 8Q (6759.140000 sec): 3 clusters
  Score: Raw -1664940.019307 + Penalty 4611.664169 = -1660328.355138
  nChanged 132
		SP:Iteration 9Q (6759.180000 sec): 3 clusters
  Score: Raw -1664969.881179 + Penalty 4611.664169 = -1660358.217010
  nChanged 130
		SP:Iteration 10Q (6759.220000 sec): 3 clusters
  Score: Raw -1665000.771852 + Penalty 4611.664169 = -1660389.107683
  nChanged 138
		SP:Iteration 11Q (6759.260000 sec): 3 clusters
  Score: Raw -1665032.944720 + Penalty 4611.664169 = -1660421.280551
  nChanged 130
		SP:Iteration 12Q (6759.300000 sec): 3 clusters
  Score: Raw -1665062.615743 + Penalty 4611.664169 = -1660450.951574
  nChanged 140
		SP:Iteration 13Q (6759.340000 sec): 3 clusters
  Score: Raw -1665098.304580 + Penalty 4611.664169 = -1660486.640411
  nChanged 147
		SP:Iteration 14Q (6759.380000 sec): 3 clusters
  Score: Raw -1665133.212160 + Penalty 4611.664169 = -1660521.547991
  nChanged 133
		SP:Iteration 15Q (6759.410000 sec): 3 clusters
  Score: Raw -1665165.440818 + Penalty 4611.664169 = -1660553.776649
  nChanged 149
		SP:Iteration 16Q (6759.460000 sec): 3 clusters
  Score: Raw -1665201.440371 + Penalty 4611.664169 = -1660589.776202
  nChanged 153
		SP:Iteration 17Q (6759.500000 sec): 3 clusters
  Score: Raw -1665242.467725 + Penalty 4611.664169 = -1660630.803556
  nChanged 163
		SP:Iteration 18Q (6759.530000 sec): 3 clusters
  Score: Raw -1665282.518319 + Penalty 4611.664169 = -1660670.854150
  nChanged 161
		SP:Iteration 19Q (6759.570000 sec): 3 clusters
  Score: Raw -1665329.701860 + Penalty 4611.664169 = -1660718.037691
  nChanged 183
		SP:Iteration 20F (6759.610000 sec): 3 clusters
  Score: Raw -1665384.676152 + Penalty 4611.664169 = -1660773.011983
  nChanged 210
		SP:Iteration 21Q (6759.650000 sec): 3 clusters
  Score: Raw -1665448.426315 + Penalty 4611.664169 = -1660836.762146
  nChanged 210
		SP:Iteration 22Q (6759.690000 sec): 3 clusters
  Score: Raw -1665516.258145 + Penalty 4611.664169 = -1660904.593976
  nChanged 239
		SP:Iteration 23Q (6759.730000 sec): 3 clusters
  Score: Raw -1665607.938304 + Penalty 4611.664169 = -1660996.274135
  nChanged 295
		SP:Iteration 24Q (6759.770000 sec): 3 clusters
  Score: Raw -1665731.627874 + Penalty 4611.664169 = -1661119.963705
  nChanged 340
		SP:Iteration 25Q (6759.810000 sec): 3 clusters
  Score: Raw -1665885.966776 + Penalty 4611.664169 = -1661274.302607
  nChanged 342
		SP:Iteration 26Q (6759.850000 sec): 3 clusters
  Score: Raw -1666068.650340 + Penalty 4611.664169 = -1661456.986171
  nChanged 383
		SP:Iteration 27Q (6759.890000 sec): 3 clusters
  Score: Raw -1666294.302286 + Penalty 4611.664169 = -1661682.638117
  nChanged 401
		SP:Iteration 28Q (6759.930000 sec): 3 clusters
  Score: Raw -1666560.544755 + Penalty 4611.664169 = -1661948.880586
  nChanged 418
		SP:Iteration 29Q (6759.970000 sec): 3 clusters
  Score: Raw -1666862.446776 + Penalty 4611.664169 = -1662250.782607
  nChanged 373
		SP:Iteration 30Q (6760.010000 sec): 3 clusters
  Score: Raw -1667139.349753 + Penalty 4611.664169 = -1662527.685584
  nChanged 307
		SP:Iteration 31Q (6760.050000 sec): 3 clusters
  Score: Raw -1667377.927309 + Penalty 4611.664169 = -1662766.263140
  nChanged 246
		SP:Iteration 32Q (6760.080000 sec): 3 clusters
  Score: Raw -1667576.507729 + Penalty 4611.664169 = -1662964.843560
  nChanged 166
		SP:Iteration 33Q (6760.120000 sec): 3 clusters
  Score: Raw -1667705.017207 + Penalty 4611.664169 = -1663093.353038
  nChanged 128
		SP:Iteration 34Q (6760.160000 sec): 3 clusters
  Score: Raw -1667802.806046 + Penalty 4611.664169 = -1663191.141877
  nChanged 70
		SP:Iteration 35Q (6760.190000 sec): 3 clusters
  Score: Raw -1667848.973595 + Penalty 4611.664169 = -1663237.309426
  nChanged 42
		SP:Iteration 36Q (6760.230000 sec): 3 clusters
  Score: Raw -1667882.973432 + Penalty 4611.664169 = -1663271.309263
  nChanged 44
		SP:Iteration 37Q (6760.260000 sec): 3 clusters
  Score: Raw -1667913.129503 + Penalty 4611.664169 = -1663301.465334
  nChanged 34
		SP:Iteration 38Q (6760.290000 sec): 3 clusters
  Score: Raw -1667940.748154 + Penalty 4611.664169 = -1663329.083985
  nChanged 29
		SP:Iteration 39Q (6760.330000 sec): 3 clusters
  Score: Raw -1667962.234674 + Penalty 4611.664169 = -1663350.570505
  nChanged 22
		SP:Iteration 40F (6760.370000 sec): 3 clusters
  Score: Raw -1667977.770493 + Penalty 4611.664169 = -1663366.106324
  nChanged 13
		SP:Iteration 41Q (6760.400000 sec): 3 clusters
  Score: Raw -1667989.448685 + Penalty 4611.664169 = -1663377.784516
  nChanged 12
		SP:Iteration 42Q (6760.430000 sec): 3 clusters
  Score: Raw -1667997.585745 + Penalty 4611.664169 = -1663385.921576
  nChanged 5
		SP:Iteration 43Q (6760.460000 sec): 3 clusters
  Score: Raw -1668000.761574 + Penalty 4611.664169 = -1663389.097405
  nChanged 2
		SP:Iteration 44Q (6760.490000 sec): 3 clusters
  Score: Raw -1668001.957422 + Penalty 4611.664169 = -1663390.293253
  nChanged 4
		SP:Iteration 45Q (6760.530000 sec): 3 clusters
  Score: Raw -1668004.289552 + Penalty 4611.664169 = -1663392.625383
  nChanged 0
		SP:Iteration 46F (6760.570000 sec): 3 clusters
  Score: Raw -1668004.289552 + Penalty 4611.664169 = -1663392.625383
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6760.610000 sec): 2 clusters
  Score: Raw -1983394.227559 + Penalty 2369.339479 = -1981024.888080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6760.660000 sec): 3 clusters
  Score: Raw -1975488.502178 + Penalty 4738.678958 = -1970749.823219
  nChanged 6081
		SP:Iteration 1F (6760.710000 sec): 3 clusters
  Score: Raw -1978578.546998 + Penalty 4738.678958 = -1973839.868039
  nChanged 856
		SP:Iteration 2F (6760.770000 sec): 3 clusters
  Score: Raw -1978953.267485 + Penalty 4738.678958 = -1974214.588526
  nChanged 757
		SP:Iteration 3F (6760.810000 sec): 3 clusters
  Score: Raw -1979297.469619 + Penalty 4738.678958 = -1974558.790661
  nChanged 685
		SP:Iteration 4Q (6760.870000 sec): 3 clusters
  Score: Raw -1979612.259800 + Penalty 4738.678958 = -1974873.580842
  nChanged 662
		SP:Iteration 5Q (6760.920000 sec): 3 clusters
  Score: Raw -1979955.425502 + Penalty 4738.678958 = -1975216.746543
  nChanged 610
		SP:Iteration 6Q (6760.970000 sec): 3 clusters
  Score: Raw -1980235.504738 + Penalty 4738.678958 = -1975496.825780
  nChanged 553
		SP:Iteration 7Q (6761.020000 sec): 3 clusters
  Score: Raw -1980499.726416 + Penalty 4738.678958 = -1975761.047458
  nChanged 534
		SP:Iteration 8Q (6761.070000 sec): 3 clusters
  Score: Raw -1980761.028330 + Penalty 4738.678958 = -1976022.349372
  nChanged 506
		SP:Iteration 9Q (6761.120000 sec): 3 clusters
  Score: Raw -1981028.038871 + Penalty 4738.678958 = -1976289.359912
  nChanged 480
		SP:Iteration 10Q (6761.170000 sec): 3 clusters
  Score: Raw -1981252.993334 + Penalty 4738.678958 = -1976514.314376
  nChanged 431
		SP:Iteration 11Q (6761.220000 sec): 3 clusters
  Score: Raw -1981460.355272 + Penalty 4738.678958 = -1976721.676313
  nChanged 406
		SP:Iteration 12Q (6761.270000 sec): 3 clusters
  Score: Raw -1981647.315993 + Penalty 4738.678958 = -1976908.637034
  nChanged 370
		SP:Iteration 13Q (6761.320000 sec): 3 clusters
  Score: Raw -1981829.721838 + Penalty 4738.678958 = -1977091.042880
  nChanged 348
		SP:Iteration 14Q (6761.370000 sec): 3 clusters
  Score: Raw -1982007.630620 + Penalty 4738.678958 = -1977268.951662
  nChanged 341
		SP:Iteration 15Q (6761.420000 sec): 3 clusters
  Score: Raw -1982178.019337 + Penalty 4738.678958 = -1977439.340379
  nChanged 308
		SP:Iteration 16Q (6761.470000 sec): 3 clusters
  Score: Raw -1982346.269922 + Penalty 4738.678958 = -1977607.590964
  nChanged 301
		SP:Iteration 17Q (6761.520000 sec): 3 clusters
  Score: Raw -1982510.257711 + Penalty 4738.678958 = -1977771.578753
  nChanged 293
		SP:Iteration 18Q (6761.570000 sec): 3 clusters
  Score: Raw -1982674.638131 + Penalty 4738.678958 = -1977935.959172
  nChanged 265
		SP:Iteration 19Q (6761.610000 sec): 3 clusters
  Score: Raw -1982817.706767 + Penalty 4738.678958 = -1978079.027809
  nChanged 245
		SP:Iteration 20F (6761.660000 sec): 3 clusters
  Score: Raw -1982940.695953 + Penalty 4738.678958 = -1978202.016995
  nChanged 189
		SP:Iteration 21Q (6761.710000 sec): 3 clusters
  Score: Raw -1983030.863558 + Penalty 4738.678958 = -1978292.184599
  nChanged 162
		SP:Iteration 22Q (6761.750000 sec): 3 clusters
  Score: Raw -1983115.227470 + Penalty 4738.678958 = -1978376.548512
  nChanged 148
		SP:Iteration 23Q (6761.800000 sec): 3 clusters
  Score: Raw -1983191.620088 + Penalty 4738.678958 = -1978452.941130
  nChanged 129
		SP:Iteration 24Q (6761.840000 sec): 3 clusters
  Score: Raw -1983253.945823 + Penalty 4738.678958 = -1978515.266864
  nChanged 116
		SP:Iteration 25Q (6761.890000 sec): 3 clusters
  Score: Raw -1983304.305455 + Penalty 4738.678958 = -1978565.626497
  nChanged 100
		SP:Iteration 26Q (6761.930000 sec): 3 clusters
  Score: Raw -1983350.264555 + Penalty 4738.678958 = -1978611.585597
  nChanged 94
		SP:Iteration 27Q (6761.970000 sec): 3 clusters
  Score: Raw -1983391.428950 + Penalty 4738.678958 = -1978652.749991
  nChanged 85
		SP:Iteration 28Q (6762.010000 sec): 3 clusters
  Score: Raw -1983429.261418 + Penalty 4738.678958 = -1978690.582459
  nChanged 66
		SP:Iteration 29Q (6762.050000 sec): 3 clusters
  Score: Raw -1983454.190543 + Penalty 4738.678958 = -1978715.511585
  nChanged 75
		SP:Iteration 30Q (6762.100000 sec): 3 clusters
  Score: Raw -1983481.699659 + Penalty 4738.678958 = -1978743.020701
  nChanged 65
		SP:Iteration 31Q (6762.140000 sec): 3 clusters
  Score: Raw -1983506.760674 + Penalty 4738.678958 = -1978768.081716
  nChanged 66
		SP:Iteration 32Q (6762.180000 sec): 3 clusters
  Score: Raw -1983534.453816 + Penalty 4738.678958 = -1978795.774858
  nChanged 78
		SP:Iteration 33Q (6762.220000 sec): 3 clusters
  Score: Raw -1983567.569894 + Penalty 4738.678958 = -1978828.890935
  nChanged 79
		SP:Iteration 34Q (6762.260000 sec): 3 clusters
  Score: Raw -1983599.512937 + Penalty 4738.678958 = -1978860.833979
  nChanged 58
		SP:Iteration 35Q (6762.310000 sec): 3 clusters
  Score: Raw -1983627.114224 + Penalty 4738.678958 = -1978888.435266
  nChanged 51
		SP:Iteration 36Q (6762.350000 sec): 3 clusters
  Score: Raw -1983646.574354 + Penalty 4738.678958 = -1978907.895396
  nChanged 42
		SP:Iteration 37Q (6762.390000 sec): 3 clusters
  Score: Raw -1983659.926773 + Penalty 4738.678958 = -1978921.247815
  nChanged 43
		SP:Iteration 38Q (6762.430000 sec): 3 clusters
  Score: Raw -1983672.882981 + Penalty 4738.678958 = -1978934.204023
  nChanged 29
		SP:Iteration 39Q (6762.470000 sec): 3 clusters
  Score: Raw -1983681.266484 + Penalty 4738.678958 = -1978942.587526
  nChanged 37
		SP:Iteration 40F (6762.520000 sec): 3 clusters
  Score: Raw -1983692.979969 + Penalty 4738.678958 = -1978954.301011
  nChanged 29
		SP:Iteration 41Q (6762.560000 sec): 3 clusters
  Score: Raw -1983702.676193 + Penalty 4738.678958 = -1978963.997235
  nChanged 27
		SP:Iteration 42Q (6762.600000 sec): 3 clusters
  Score: Raw -1983710.944417 + Penalty 4738.678958 = -1978972.265459
  nChanged 23
		SP:Iteration 43Q (6762.640000 sec): 3 clusters
  Score: Raw -1983719.679538 + Penalty 4738.678958 = -1978981.000580
  nChanged 25
		SP:Iteration 44Q (6762.680000 sec): 3 clusters
  Score: Raw -1983726.779524 + Penalty 4738.678958 = -1978988.100565
  nChanged 20
		SP:Iteration 45Q (6762.720000 sec): 3 clusters
  Score: Raw -1983731.657144 + Penalty 4738.678958 = -1978992.978185
  nChanged 17
		SP:Iteration 46Q (6762.760000 sec): 3 clusters
  Score: Raw -1983735.907095 + Penalty 4738.678958 = -1978997.228137
  nChanged 16
		SP:Iteration 47Q (6762.800000 sec): 3 clusters
  Score: Raw -1983740.691607 + Penalty 4738.678958 = -1979002.012649
  nChanged 16
		SP:Iteration 48Q (6762.840000 sec): 3 clusters
  Score: Raw -1983744.560451 + Penalty 4738.678958 = -1979005.881493
  nChanged 6
		SP:Iteration 49Q (6762.880000 sec): 3 clusters
  Score: Raw -1983746.069709 + Penalty 4738.678958 = -1979007.390751
  nChanged 8
		SP:Iteration 50Q (6762.920000 sec): 3 clusters
  Score: Raw -1983748.580326 + Penalty 4738.678958 = -1979009.901368
  nChanged 9
		SP:Iteration 51Q (6762.960000 sec): 3 clusters
  Score: Raw -1983751.490642 + Penalty 4738.678958 = -1979012.811684
  nChanged 16
		SP:Iteration 52Q (6763.000000 sec): 3 clusters
  Score: Raw -1983756.014706 + Penalty 4738.678958 = -1979017.335748
  nChanged 11
		SP:Iteration 53Q (6763.040000 sec): 3 clusters
  Score: Raw -1983758.842667 + Penalty 4738.678958 = -1979020.163709
  nChanged 7
		SP:Iteration 54Q (6763.080000 sec): 3 clusters
  Score: Raw -1983760.147524 + Penalty 4738.678958 = -1979021.468566
  nChanged 7
		SP:Iteration 55Q (6763.120000 sec): 3 clusters
  Score: Raw -1983762.043058 + Penalty 4738.678958 = -1979023.364100
  nChanged 7
		SP:Iteration 56Q (6763.160000 sec): 3 clusters
  Score: Raw -1983764.199196 + Penalty 4738.678958 = -1979025.520238
  nChanged 5
		SP:Iteration 57Q (6763.210000 sec): 3 clusters
  Score: Raw -1983765.309701 + Penalty 4738.678958 = -1979026.630742
  nChanged 8
		SP:Iteration 58Q (6763.250000 sec): 3 clusters
  Score: Raw -1983767.664903 + Penalty 4738.678958 = -1979028.985944
  nChanged 11
		SP:Iteration 59Q (6763.290000 sec): 3 clusters
  Score: Raw -1983770.917380 + Penalty 4738.678958 = -1979032.238422
  nChanged 15
		SP:Iteration 60F (6763.330000 sec): 3 clusters
  Score: Raw -1983775.073481 + Penalty 4738.678958 = -1979036.394523
  nChanged 11
		SP:Iteration 61Q (6763.370000 sec): 3 clusters
  Score: Raw -1983778.004083 + Penalty 4738.678958 = -1979039.325125
  nChanged 14
		SP:Iteration 62Q (6763.410000 sec): 3 clusters
  Score: Raw -1983781.546006 + Penalty 4738.678958 = -1979042.867048
  nChanged 9
		SP:Iteration 63Q (6763.450000 sec): 3 clusters
  Score: Raw -1983784.223552 + Penalty 4738.678958 = -1979045.544594
  nChanged 9
		SP:Iteration 64Q (6763.490000 sec): 3 clusters
  Score: Raw -1983786.892846 + Penalty 4738.678958 = -1979048.213887
  nChanged 7
		SP:Iteration 65Q (6763.530000 sec): 3 clusters
  Score: Raw -1983788.806782 + Penalty 4738.678958 = -1979050.127824
  nChanged 10
		SP:Iteration 66Q (6763.570000 sec): 3 clusters
  Score: Raw -1983791.921933 + Penalty 4738.678958 = -1979053.242975
  nChanged 10
		SP:Iteration 67Q (6763.610000 sec): 3 clusters
  Score: Raw -1983794.738675 + Penalty 4738.678958 = -1979056.059717
  nChanged 12
		SP:Iteration 68Q (6763.650000 sec): 3 clusters
  Score: Raw -1983797.552001 + Penalty 4738.678958 = -1979058.873043
  nChanged 6
		SP:Iteration 69Q (6763.690000 sec): 3 clusters
  Score: Raw -1983799.022412 + Penalty 4738.678958 = -1979060.343453
  nChanged 7
		SP:Iteration 70Q (6763.730000 sec): 3 clusters
  Score: Raw -1983801.465322 + Penalty 4738.678958 = -1979062.786364
  nChanged 6
		SP:Iteration 71Q (6763.770000 sec): 3 clusters
  Score: Raw -1983803.098434 + Penalty 4738.678958 = -1979064.419476
  nChanged 6
		SP:Iteration 72Q (6763.810000 sec): 3 clusters
  Score: Raw -1983805.149251 + Penalty 4738.678958 = -1979066.470293
  nChanged 5
		SP:Iteration 73Q (6763.850000 sec): 3 clusters
  Score: Raw -1983806.112413 + Penalty 4738.678958 = -1979067.433454
  nChanged 4
		SP:Iteration 74Q (6763.890000 sec): 3 clusters
  Score: Raw -1983807.588016 + Penalty 4738.678958 = -1979068.909057
  nChanged 11
		SP:Iteration 75Q (6763.930000 sec): 3 clusters
  Score: Raw -1983810.353236 + Penalty 4738.678958 = -1979071.674278
  nChanged 9
		SP:Iteration 76Q (6763.970000 sec): 3 clusters
  Score: Raw -1983812.719609 + Penalty 4738.678958 = -1979074.040650
  nChanged 5
		SP:Iteration 77Q (6764.010000 sec): 3 clusters
  Score: Raw -1983813.713800 + Penalty 4738.678958 = -1979075.034841
  nChanged 4
		SP:Iteration 78Q (6764.050000 sec): 3 clusters
  Score: Raw -1983814.526651 + Penalty 4738.678958 = -1979075.847693
  nChanged 3
		SP:Iteration 79Q (6764.090000 sec): 3 clusters
  Score: Raw -1983815.593691 + Penalty 4738.678958 = -1979076.914733
  nChanged 3
		SP:Iteration 80F (6764.140000 sec): 3 clusters
  Score: Raw -1983816.333897 + Penalty 4738.678958 = -1979077.654938
  nChanged 3
		SP:Iteration 81Q (6764.180000 sec): 3 clusters
  Score: Raw -1983816.848700 + Penalty 4738.678958 = -1979078.169742
  nChanged 3
		SP:Iteration 82Q (6764.220000 sec): 3 clusters
  Score: Raw -1983817.878589 + Penalty 4738.678958 = -1979079.199631
  nChanged 3
		SP:Iteration 83Q (6764.260000 sec): 3 clusters
  Score: Raw -1983819.336060 + Penalty 4738.678958 = -1979080.657101
  nChanged 8
		SP:Iteration 84Q (6764.300000 sec): 3 clusters
  Score: Raw -1983821.239214 + Penalty 4738.678958 = -1979082.560256
  nChanged 4
		SP:Iteration 85Q (6764.340000 sec): 3 clusters
  Score: Raw -1983822.140654 + Penalty 4738.678958 = -1979083.461696
  nChanged 2
		SP:Iteration 86Q (6764.380000 sec): 3 clusters
  Score: Raw -1983822.899260 + Penalty 4738.678958 = -1979084.220301
  nChanged 1
		SP:Iteration 87Q (6764.410000 sec): 3 clusters
  Score: Raw -1983823.119910 + Penalty 4738.678958 = -1979084.440952
  nChanged 2
		SP:Iteration 88Q (6764.450000 sec): 3 clusters
  Score: Raw -1983823.602274 + Penalty 4738.678958 = -1979084.923316
  nChanged 2
		SP:Iteration 89Q (6764.490000 sec): 3 clusters
  Score: Raw -1983824.264251 + Penalty 4738.678958 = -1979085.585293
  nChanged 1
		SP:Iteration 90Q (6764.530000 sec): 3 clusters
  Score: Raw -1983824.532215 + Penalty 4738.678958 = -1979085.853257
  nChanged 0
		SP:Iteration 91F (6764.580000 sec): 3 clusters
  Score: Raw -1983824.532215 + Penalty 4738.678958 = -1979085.853257
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6764.590000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6764.590000 sec): 3 clusters
  Score: Raw -73220.538390 + Penalty 3074.445443 = -70146.092947
  nChanged 94
		SP:Iteration 1F (6764.590000 sec): 3 clusters
  Score: Raw -73398.209333 + Penalty 3074.445443 = -70323.763890
  nChanged 16
		SP:Iteration 2Q (6764.590000 sec): 3 clusters
  Score: Raw -73433.573290 + Penalty 3074.445443 = -70359.127847
  nChanged 9
		SP:Iteration 3Q (6764.590000 sec): 3 clusters
  Score: Raw -73452.700182 + Penalty 3074.445443 = -70378.254738
  nChanged 6
		SP:Iteration 4Q (6764.600000 sec): 3 clusters
  Score: Raw -73465.057632 + Penalty 3074.445443 = -70390.612188
  nChanged 3
		SP:Iteration 5Q (6764.600000 sec): 3 clusters
  Score: Raw -73471.103968 + Penalty 3074.445443 = -70396.658525
  nChanged 3
		SP:Iteration 6Q (6764.600000 sec): 3 clusters
  Score: Raw -73479.319009 + Penalty 3074.445443 = -70404.873566
  nChanged 5
		SP:Iteration 7Q (6764.600000 sec): 3 clusters
  Score: Raw -73490.209662 + Penalty 3074.445443 = -70415.764218
  nChanged 1
		SP:Iteration 8Q (6764.610000 sec): 3 clusters
  Score: Raw -73496.393007 + Penalty 3074.445443 = -70421.947564
  nChanged 2
		SP:Iteration 9Q (6764.610000 sec): 3 clusters
  Score: Raw -73503.490026 + Penalty 3074.445443 = -70429.044583
  nChanged 0
		SP:Iteration 10F (6764.610000 sec): 3 clusters
  Score: Raw -73503.490026 + Penalty 3074.445443 = -70429.044583
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6764.620000 sec): 2 clusters
  Score: Raw -311484.322142 + Penalty 1906.964035 = -309577.358108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6764.630000 sec): 3 clusters
  Score: Raw -310656.079511 + Penalty 3813.928069 = -306842.151442
  nChanged 729
		SP:Iteration 1F (6764.630000 sec): 3 clusters
  Score: Raw -311152.170677 + Penalty 3813.928069 = -307338.242607
  nChanged 157
		SP:Iteration 2F (6764.640000 sec): 3 clusters
  Score: Raw -311282.449021 + Penalty 3813.928069 = -307468.520951
  nChanged 90
		SP:Iteration 3Q (6764.650000 sec): 3 clusters
  Score: Raw -311352.359907 + Penalty 3813.928069 = -307538.431837
  nChanged 49
		SP:Iteration 4Q (6764.660000 sec): 3 clusters
  Score: Raw -311386.187671 + Penalty 3813.928069 = -307572.259601
  nChanged 38
		SP:Iteration 5Q (6764.670000 sec): 3 clusters
  Score: Raw -311416.475118 + Penalty 3813.928069 = -307602.547049
  nChanged 40
		SP:Iteration 6Q (6764.670000 sec): 3 clusters
  Score: Raw -311449.097980 + Penalty 3813.928069 = -307635.169911
  nChanged 46
		SP:Iteration 7Q (6764.680000 sec): 3 clusters
  Score: Raw -311482.686790 + Penalty 3813.928069 = -307668.758720
  nChanged 38
		SP:Iteration 8Q (6764.690000 sec): 3 clusters
  Score: Raw -311510.348326 + Penalty 3813.928069 = -307696.420257
  nChanged 30
		SP:Iteration 9Q (6764.690000 sec): 3 clusters
  Score: Raw -311527.279289 + Penalty 3813.928069 = -307713.351220
  nChanged 19
		SP:Iteration 10Q (6764.700000 sec): 3 clusters
  Score: Raw -311539.333893 + Penalty 3813.928069 = -307725.405824
  nChanged 16
		SP:Iteration 11Q (6764.710000 sec): 3 clusters
  Score: Raw -311550.052665 + Penalty 3813.928069 = -307736.124595
  nChanged 16
		SP:Iteration 12Q (6764.720000 sec): 3 clusters
  Score: Raw -311560.105076 + Penalty 3813.928069 = -307746.177007
  nChanged 16
		SP:Iteration 13Q (6764.730000 sec): 3 clusters
  Score: Raw -311571.840056 + Penalty 3813.928069 = -307757.911986
  nChanged 16
		SP:Iteration 14Q (6764.730000 sec): 3 clusters
  Score: Raw -311581.227877 + Penalty 3813.928069 = -307767.299808
  nChanged 16
		SP:Iteration 15Q (6764.740000 sec): 3 clusters
  Score: Raw -311594.268059 + Penalty 3813.928069 = -307780.339989
  nChanged 22
		SP:Iteration 16Q (6764.750000 sec): 3 clusters
  Score: Raw -311607.377571 + Penalty 3813.928069 = -307793.449502
  nChanged 10
		SP:Iteration 17Q (6764.760000 sec): 3 clusters
  Score: Raw -311613.773229 + Penalty 3813.928069 = -307799.845160
  nChanged 15
		SP:Iteration 18Q (6764.770000 sec): 3 clusters
  Score: Raw -311623.642926 + Penalty 3813.928069 = -307809.714857
  nChanged 16
		SP:Iteration 19Q (6764.770000 sec): 3 clusters
  Score: Raw -311636.161707 + Penalty 3813.928069 = -307822.233638
  nChanged 13
		SP:Iteration 20F (6764.780000 sec): 3 clusters
  Score: Raw -311644.679850 + Penalty 3813.928069 = -307830.751781
  nChanged 3
		SP:Iteration 21Q (6764.790000 sec): 3 clusters
  Score: Raw -311646.477813 + Penalty 3813.928069 = -307832.549743
  nChanged 6
		SP:Iteration 22Q (6764.790000 sec): 3 clusters
  Score: Raw -311650.546971 + Penalty 3813.928069 = -307836.618902
  nChanged 6
		SP:Iteration 23Q (6764.800000 sec): 3 clusters
  Score: Raw -311654.534708 + Penalty 3813.928069 = -307840.606638
  nChanged 4
		SP:Iteration 24Q (6764.810000 sec): 3 clusters
  Score: Raw -311657.026282 + Penalty 3813.928069 = -307843.098213
  nChanged 6
		SP:Iteration 25Q (6764.820000 sec): 3 clusters
  Score: Raw -311660.232410 + Penalty 3813.928069 = -307846.304341
  nChanged 5
		SP:Iteration 26Q (6764.830000 sec): 3 clusters
  Score: Raw -311662.937879 + Penalty 3813.928069 = -307849.009809
  nChanged 2
		SP:Iteration 27Q (6764.830000 sec): 3 clusters
  Score: Raw -311664.278468 + Penalty 3813.928069 = -307850.350398
  nChanged 5
		SP:Iteration 28Q (6764.840000 sec): 3 clusters
  Score: Raw -311666.793381 + Penalty 3813.928069 = -307852.865312
  nChanged 8
		SP:Iteration 29Q (6764.850000 sec): 3 clusters
  Score: Raw -311672.665738 + Penalty 3813.928069 = -307858.737669
  nChanged 5
		SP:Iteration 30Q (6764.860000 sec): 3 clusters
  Score: Raw -311674.894580 + Penalty 3813.928069 = -307860.966511
  nChanged 2
		SP:Iteration 31Q (6764.870000 sec): 3 clusters
  Score: Raw -311676.156869 + Penalty 3813.928069 = -307862.228800
  nChanged 0
		SP:Iteration 32F (6764.870000 sec): 3 clusters
  Score: Raw -311676.156869 + Penalty 3813.928069 = -307862.228800
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31539 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6764.980000 sec): 2 clusters
  Score: Raw -4606417.984295 + Penalty 2569.027078 = -4603848.957217
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6765.090000 sec): 3 clusters
  Score: Raw -4587590.371160 + Penalty 5138.054157 = -4582452.317003
  nChanged 14098
		SP:Iteration 1F (6765.210000 sec): 3 clusters
  Score: Raw -4595363.879552 + Penalty 5138.054157 = -4590225.825396
  nChanged 1411
		SP:Iteration 2Q (6765.330000 sec): 3 clusters
  Score: Raw -4595827.538484 + Penalty 5138.054157 = -4590689.484327
  nChanged 1309
		SP:Iteration 3Q (6765.450000 sec): 3 clusters
  Score: Raw -4596333.557085 + Penalty 5138.054157 = -4591195.502928
  nChanged 1351
		SP:Iteration 4Q (6765.560000 sec): 3 clusters
  Score: Raw -4596924.111497 + Penalty 5138.054157 = -4591786.057341
  nChanged 1463
		SP:Iteration 5Q (6765.680000 sec): 3 clusters
  Score: Raw -4597659.004680 + Penalty 5138.054157 = -4592520.950524
  nChanged 1721
		SP:Iteration 6F (6765.800000 sec): 3 clusters
  Score: Raw -4598658.604662 + Penalty 5138.054157 = -4593520.550505
  nChanged 1936
		SP:Iteration 7F (6765.910000 sec): 3 clusters
  Score: Raw -4599884.037374 + Penalty 5138.054157 = -4594745.983218
  nChanged 2051
		SP:Iteration 8F (6766.030000 sec): 3 clusters
  Score: Raw -4601237.724275 + Penalty 5138.054157 = -4596099.670119
  nChanged 1912
		SP:Iteration 9F (6766.140000 sec): 3 clusters
  Score: Raw -4602587.704283 + Penalty 5138.054157 = -4597449.650126
  nChanged 1646
		SP:Iteration 10F (6766.260000 sec): 3 clusters
  Score: Raw -4603854.163953 + Penalty 5138.054157 = -4598716.109796
  nChanged 1323
		SP:Iteration 11Q (6766.370000 sec): 3 clusters
  Score: Raw -4605158.191847 + Penalty 5138.054157 = -4600020.137691
  nChanged 885
		SP:Iteration 12Q (6766.490000 sec): 3 clusters
  Score: Raw -4606382.740501 + Penalty 5138.054157 = -4601244.686344
  nChanged 538
		SP:Iteration 13Q (6766.590000 sec): 3 clusters
  Score: Raw -4606837.420543 + Penalty 5138.054157 = -4601699.366387
  nChanged 360
		SP:Iteration 14Q (6766.690000 sec): 3 clusters
  Score: Raw -4607003.169028 + Penalty 5138.054157 = -4601865.114871
  nChanged 274
		SP:Iteration 15Q (6766.790000 sec): 3 clusters
  Score: Raw -4607112.150044 + Penalty 5138.054157 = -4601974.095887
  nChanged 218
		SP:Iteration 16Q (6766.880000 sec): 3 clusters
  Score: Raw -4607187.452241 + Penalty 5138.054157 = -4602049.398084
  nChanged 184
		SP:Iteration 17Q (6766.970000 sec): 3 clusters
  Score: Raw -4607247.888041 + Penalty 5138.054157 = -4602109.833884
  nChanged 156
		SP:Iteration 18Q (6767.070000 sec): 3 clusters
  Score: Raw -4607290.300086 + Penalty 5138.054157 = -4602152.245930
  nChanged 104
		SP:Iteration 19Q (6767.160000 sec): 3 clusters
  Score: Raw -4607315.187813 + Penalty 5138.054157 = -4602177.133656
  nChanged 99
		SP:Iteration 20F (6767.280000 sec): 3 clusters
  Score: Raw -4607338.237510 + Penalty 5138.054157 = -4602200.183353
  nChanged 74
		SP:Iteration 21Q (6767.370000 sec): 3 clusters
  Score: Raw -4607354.436363 + Penalty 5138.054157 = -4602216.382206
  nChanged 58
		SP:Iteration 22Q (6767.460000 sec): 3 clusters
  Score: Raw -4607365.993024 + Penalty 5138.054157 = -4602227.938868
  nChanged 55
		SP:Iteration 23Q (6767.550000 sec): 3 clusters
  Score: Raw -4607374.975525 + Penalty 5138.054157 = -4602236.921368
  nChanged 42
		SP:Iteration 24Q (6767.640000 sec): 3 clusters
  Score: Raw -4607381.870250 + Penalty 5138.054157 = -4602243.816093
  nChanged 33
		SP:Iteration 25Q (6767.730000 sec): 3 clusters
  Score: Raw -4607389.149444 + Penalty 5138.054157 = -4602251.095287
  nChanged 31
		SP:Iteration 26Q (6767.820000 sec): 3 clusters
  Score: Raw -4607394.848824 + Penalty 5138.054157 = -4602256.794668
  nChanged 27
		SP:Iteration 27Q (6767.910000 sec): 3 clusters
  Score: Raw -4607399.308017 + Penalty 5138.054157 = -4602261.253860
  nChanged 17
		SP:Iteration 28Q (6768.000000 sec): 3 clusters
  Score: Raw -4607401.798075 + Penalty 5138.054157 = -4602263.743919
  nChanged 15
		SP:Iteration 29Q (6768.090000 sec): 3 clusters
  Score: Raw -4607404.225232 + Penalty 5138.054157 = -4602266.171075
  nChanged 12
		SP:Iteration 30Q (6768.180000 sec): 3 clusters
  Score: Raw -4607406.014037 + Penalty 5138.054157 = -4602267.959880
  nChanged 7
		SP:Iteration 31Q (6768.270000 sec): 3 clusters
  Score: Raw -4607406.965871 + Penalty 5138.054157 = -4602268.911714
  nChanged 9
		SP:Iteration 32Q (6768.360000 sec): 3 clusters
  Score: Raw -4607407.838189 + Penalty 5138.054157 = -4602269.784032
  nChanged 8
		SP:Iteration 33Q (6768.450000 sec): 3 clusters
  Score: Raw -4607408.818829 + Penalty 5138.054157 = -4602270.764672
  nChanged 7
		SP:Iteration 34Q (6768.540000 sec): 3 clusters
  Score: Raw -4607409.676586 + Penalty 5138.054157 = -4602271.622430
  nChanged 9
		SP:Iteration 35Q (6768.630000 sec): 3 clusters
  Score: Raw -4607410.903662 + Penalty 5138.054157 = -4602272.849506
  nChanged 11
		SP:Iteration 36Q (6768.720000 sec): 3 clusters
  Score: Raw -4607412.538161 + Penalty 5138.054157 = -4602274.484005
  nChanged 10
		SP:Iteration 37Q (6768.810000 sec): 3 clusters
  Score: Raw -4607414.168224 + Penalty 5138.054157 = -4602276.114068
  nChanged 9
		SP:Iteration 38Q (6768.900000 sec): 3 clusters
  Score: Raw -4607415.252869 + Penalty 5138.054157 = -4602277.198712
  nChanged 12
		SP:Iteration 39Q (6768.990000 sec): 3 clusters
  Score: Raw -4607416.932157 + Penalty 5138.054157 = -4602278.878001
  nChanged 16
		SP:Iteration 40F (6769.110000 sec): 3 clusters
  Score: Raw -4607419.842734 + Penalty 5138.054157 = -4602281.788578
  nChanged 17
		SP:Iteration 41Q (6769.190000 sec): 3 clusters
  Score: Raw -4607422.132167 + Penalty 5138.054157 = -4602284.078010
  nChanged 10
		SP:Iteration 42Q (6769.290000 sec): 3 clusters
  Score: Raw -4607424.057435 + Penalty 5138.054157 = -4602286.003279
  nChanged 15
		SP:Iteration 43Q (6769.370000 sec): 3 clusters
  Score: Raw -4607427.088275 + Penalty 5138.054157 = -4602289.034118
  nChanged 14
		SP:Iteration 44Q (6769.470000 sec): 3 clusters
  Score: Raw -4607429.173567 + Penalty 5138.054157 = -4602291.119411
  nChanged 10
		SP:Iteration 45Q (6769.550000 sec): 3 clusters
  Score: Raw -4607430.833956 + Penalty 5138.054157 = -4602292.779800
  nChanged 15
		SP:Iteration 46Q (6769.640000 sec): 3 clusters
  Score: Raw -4607434.538720 + Penalty 5138.054157 = -4602296.484563
  nChanged 17
		SP:Iteration 47Q (6769.730000 sec): 3 clusters
  Score: Raw -4607436.762801 + Penalty 5138.054157 = -4602298.708645
  nChanged 9
		SP:Iteration 48Q (6769.820000 sec): 3 clusters
  Score: Raw -4607438.246787 + Penalty 5138.054157 = -4602300.192630
  nChanged 8
		SP:Iteration 49Q (6769.910000 sec): 3 clusters
  Score: Raw -4607439.453876 + Penalty 5138.054157 = -4602301.399719
  nChanged 4
		SP:Iteration 50Q (6770.000000 sec): 3 clusters
  Score: Raw -4607440.090868 + Penalty 5138.054157 = -4602302.036712
  nChanged 6
		SP:Iteration 51Q (6770.090000 sec): 3 clusters
  Score: Raw -4607441.033397 + Penalty 5138.054157 = -4602302.979240
  nChanged 4
		SP:Iteration 52Q (6770.170000 sec): 3 clusters
  Score: Raw -4607441.527089 + Penalty 5138.054157 = -4602303.472933
  nChanged 3
		SP:Iteration 53Q (6770.270000 sec): 3 clusters
  Score: Raw -4607441.922142 + Penalty 5138.054157 = -4602303.867985
  nChanged 1
		SP:Iteration 54Q (6770.350000 sec): 3 clusters
  Score: Raw -4607442.081400 + Penalty 5138.054157 = -4602304.027243
  nChanged 0
		SP:Iteration 55F (6770.470000 sec): 3 clusters
  Score: Raw -4607442.081400 + Penalty 5138.054157 = -4602304.027243
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6770.790000 sec): 2 clusters
  Score: Raw -14358616.355029 + Penalty 2852.078443 = -14355764.276586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6771.150000 sec): 3 clusters
  Score: Raw -14295472.971536 + Penalty 5704.156886 = -14289768.814650
  nChanged 46427
		SP:Iteration 1F (6771.520000 sec): 3 clusters
  Score: Raw -14321884.346806 + Penalty 5704.156886 = -14316180.189920
  nChanged 3452
		SP:Iteration 2Q (6771.890000 sec): 3 clusters
  Score: Raw -14322739.852288 + Penalty 5704.156886 = -14317035.695402
  nChanged 3532
		SP:Iteration 3Q (6772.260000 sec): 3 clusters
  Score: Raw -14323664.137365 + Penalty 5704.156886 = -14317959.980479
  nChanged 3579
		SP:Iteration 4Q (6772.630000 sec): 3 clusters
  Score: Raw -14324686.748479 + Penalty 5704.156886 = -14318982.591592
  nChanged 3680
		SP:Iteration 5Q (6773.000000 sec): 3 clusters
  Score: Raw -14325851.607825 + Penalty 5704.156886 = -14320147.450939
  nChanged 4024
		SP:Iteration 6Q (6773.370000 sec): 3 clusters
  Score: Raw -14327262.255917 + Penalty 5704.156886 = -14321558.099031
  nChanged 4326
		SP:Iteration 7Q (6773.740000 sec): 3 clusters
  Score: Raw -14328887.630766 + Penalty 5704.156886 = -14323183.473880
  nChanged 4459
		SP:Iteration 8Q (6774.110000 sec): 3 clusters
  Score: Raw -14330795.652643 + Penalty 5704.156886 = -14325091.495757
  nChanged 4876
		SP:Iteration 9Q (6774.490000 sec): 3 clusters
  Score: Raw -14333245.055961 + Penalty 5704.156886 = -14327540.899074
  nChanged 5140
		SP:Iteration 10F (6774.850000 sec): 3 clusters
  Score: Raw -14336231.211757 + Penalty 5704.156886 = -14330527.054871
  nChanged 5096
		SP:Iteration 11F (6775.210000 sec): 3 clusters
  Score: Raw -14339544.254035 + Penalty 5704.156886 = -14333840.097149
  nChanged 4860
		SP:Iteration 12Q (6775.580000 sec): 3 clusters
  Score: Raw -14342983.032775 + Penalty 5704.156886 = -14337278.875889
  nChanged 4136
		SP:Iteration 13Q (6775.950000 sec): 3 clusters
  Score: Raw -14345903.263697 + Penalty 5704.156886 = -14340199.106811
  nChanged 3458
		SP:Iteration 14Q (6776.300000 sec): 3 clusters
  Score: Raw -14348125.627640 + Penalty 5704.156886 = -14342421.470754
  nChanged 2897
		SP:Iteration 15Q (6776.640000 sec): 3 clusters
  Score: Raw -14349819.038045 + Penalty 5704.156886 = -14344114.881159
  nChanged 2455
		SP:Iteration 16Q (6776.970000 sec): 3 clusters
  Score: Raw -14351181.775798 + Penalty 5704.156886 = -14345477.618912
  nChanged 2192
		SP:Iteration 17Q (6777.290000 sec): 3 clusters
  Score: Raw -14352399.817738 + Penalty 5704.156886 = -14346695.660852
  nChanged 2086
		SP:Iteration 18Q (6777.600000 sec): 3 clusters
  Score: Raw -14353570.896360 + Penalty 5704.156886 = -14347866.739474
  nChanged 1815
		SP:Iteration 19Q (6777.900000 sec): 3 clusters
  Score: Raw -14354594.898660 + Penalty 5704.156886 = -14348890.741774
  nChanged 1674
		SP:Iteration 20F (6778.260000 sec): 3 clusters
  Score: Raw -14355564.034719 + Penalty 5704.156886 = -14349859.877832
  nChanged 1413
		SP:Iteration 21Q (6778.550000 sec): 3 clusters
  Score: Raw -14356403.307844 + Penalty 5704.156886 = -14350699.150958
  nChanged 1161
		SP:Iteration 22Q (6778.830000 sec): 3 clusters
  Score: Raw -14357103.332793 + Penalty 5704.156886 = -14351399.175907
  nChanged 938
		SP:Iteration 23Q (6779.110000 sec): 3 clusters
  Score: Raw -14357672.320468 + Penalty 5704.156886 = -14351968.163582
  nChanged 746
		SP:Iteration 24Q (6779.380000 sec): 3 clusters
  Score: Raw -14358128.046689 + Penalty 5704.156886 = -14352423.889803
  nChanged 563
		SP:Iteration 25Q (6779.650000 sec): 3 clusters
  Score: Raw -14358457.613295 + Penalty 5704.156886 = -14352753.456409
  nChanged 407
		SP:Iteration 26Q (6779.910000 sec): 3 clusters
  Score: Raw -14358688.118802 + Penalty 5704.156886 = -14352983.961916
  nChanged 269
		SP:Iteration 27Q (6780.170000 sec): 3 clusters
  Score: Raw -14358844.570119 + Penalty 5704.156886 = -14353140.413233
  nChanged 210
		SP:Iteration 28Q (6780.430000 sec): 3 clusters
  Score: Raw -14358959.672029 + Penalty 5704.156886 = -14353255.515143
  nChanged 141
		SP:Iteration 29Q (6780.690000 sec): 3 clusters
  Score: Raw -14359025.881543 + Penalty 5704.156886 = -14353321.724657
  nChanged 83
		SP:Iteration 30Q (6780.950000 sec): 3 clusters
  Score: Raw -14359064.814822 + Penalty 5704.156886 = -14353360.657936
  nChanged 66
		SP:Iteration 31Q (6781.210000 sec): 3 clusters
  Score: Raw -14359094.144037 + Penalty 5704.156886 = -14353389.987151
  nChanged 54
		SP:Iteration 32Q (6781.460000 sec): 3 clusters
  Score: Raw -14359127.129109 + Penalty 5704.156886 = -14353422.972223
  nChanged 49
		SP:Iteration 33Q (6781.710000 sec): 3 clusters
  Score: Raw -14359156.471294 + Penalty 5704.156886 = -14353452.314408
  nChanged 40
		SP:Iteration 34Q (6781.970000 sec): 3 clusters
  Score: Raw -14359175.880289 + Penalty 5704.156886 = -14353471.723403
  nChanged 34
		SP:Iteration 35Q (6782.220000 sec): 3 clusters
  Score: Raw -14359190.917102 + Penalty 5704.156886 = -14353486.760216
  nChanged 19
		SP:Iteration 36Q (6782.480000 sec): 3 clusters
  Score: Raw -14359200.068923 + Penalty 5704.156886 = -14353495.912037
  nChanged 18
		SP:Iteration 37Q (6782.730000 sec): 3 clusters
  Score: Raw -14359208.299898 + Penalty 5704.156886 = -14353504.143012
  nChanged 23
		SP:Iteration 38Q (6782.990000 sec): 3 clusters
  Score: Raw -14359218.569811 + Penalty 5704.156886 = -14353514.412925
  nChanged 17
		SP:Iteration 39Q (6783.240000 sec): 3 clusters
  Score: Raw -14359228.485401 + Penalty 5704.156886 = -14353524.328515
  nChanged 13
		SP:Iteration 40F (6783.590000 sec): 3 clusters
  Score: Raw -14359235.043760 + Penalty 5704.156886 = -14353530.886874
  nChanged 10
		SP:Iteration 41Q (6783.850000 sec): 3 clusters
  Score: Raw -14359239.962116 + Penalty 5704.156886 = -14353535.805230
  nChanged 7
		SP:Iteration 42Q (6784.100000 sec): 3 clusters
  Score: Raw -14359243.678200 + Penalty 5704.156886 = -14353539.521314
  nChanged 6
		SP:Iteration 43Q (6784.360000 sec): 3 clusters
  Score: Raw -14359246.560637 + Penalty 5704.156886 = -14353542.403751
  nChanged 4
		SP:Iteration 44Q (6784.610000 sec): 3 clusters
  Score: Raw -14359247.693260 + Penalty 5704.156886 = -14353543.536374
  nChanged 1
		SP:Iteration 45Q (6784.870000 sec): 3 clusters
  Score: Raw -14359247.858152 + Penalty 5704.156886 = -14353543.701266
  nChanged 0
		SP:Iteration 46F (6785.220000 sec): 3 clusters
  Score: Raw -14359247.858152 + Penalty 5704.156886 = -14353543.701266
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6785.350000 sec): 2 clusters
  Score: Raw -5603362.844415 + Penalty 2602.846611 = -5600759.997804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6785.490000 sec): 3 clusters
  Score: Raw -5581297.617493 + Penalty 5205.693221 = -5576091.924271
  nChanged 16528
		SP:Iteration 1F (6785.620000 sec): 3 clusters
  Score: Raw -5590261.423605 + Penalty 5205.693221 = -5585055.730384
  nChanged 1580
		SP:Iteration 2Q (6785.750000 sec): 3 clusters
  Score: Raw -5590739.403586 + Penalty 5205.693221 = -5585533.710365
  nChanged 1428
		SP:Iteration 3Q (6785.890000 sec): 3 clusters
  Score: Raw -5591179.747081 + Penalty 5205.693221 = -5585974.053860
  nChanged 1366
		SP:Iteration 4Q (6786.020000 sec): 3 clusters
  Score: Raw -5591576.775893 + Penalty 5205.693221 = -5586371.082672
  nChanged 1337
		SP:Iteration 5Q (6786.160000 sec): 3 clusters
  Score: Raw -5591990.059296 + Penalty 5205.693221 = -5586784.366075
  nChanged 1253
		SP:Iteration 6Q (6786.290000 sec): 3 clusters
  Score: Raw -5592385.598713 + Penalty 5205.693221 = -5587179.905492
  nChanged 1285
		SP:Iteration 7Q (6786.430000 sec): 3 clusters
  Score: Raw -5592804.129250 + Penalty 5205.693221 = -5587598.436028
  nChanged 1317
		SP:Iteration 8Q (6786.560000 sec): 3 clusters
  Score: Raw -5593302.638534 + Penalty 5205.693221 = -5588096.945313
  nChanged 1397
		SP:Iteration 9Q (6786.690000 sec): 3 clusters
  Score: Raw -5593956.151942 + Penalty 5205.693221 = -5588750.458721
  nChanged 1585
		SP:Iteration 10Q (6786.830000 sec): 3 clusters
  Score: Raw -5594776.723531 + Penalty 5205.693221 = -5589571.030310
  nChanged 1683
		SP:Iteration 11Q (6786.960000 sec): 3 clusters
  Score: Raw -5595792.112776 + Penalty 5205.693221 = -5590586.419555
  nChanged 1714
		SP:Iteration 12Q (6787.100000 sec): 3 clusters
  Score: Raw -5596950.799350 + Penalty 5205.693221 = -5591745.106129
  nChanged 1603
		SP:Iteration 13Q (6787.230000 sec): 3 clusters
  Score: Raw -5598009.950567 + Penalty 5205.693221 = -5592804.257346
  nChanged 1378
		SP:Iteration 14Q (6787.360000 sec): 3 clusters
  Score: Raw -5598815.761266 + Penalty 5205.693221 = -5593610.068045
  nChanged 1026
		SP:Iteration 15Q (6787.490000 sec): 3 clusters
  Score: Raw -5599357.897946 + Penalty 5205.693221 = -5594152.204724
  nChanged 850
		SP:Iteration 16Q (6787.610000 sec): 3 clusters
  Score: Raw -5599779.437576 + Penalty 5205.693221 = -5594573.744354
  nChanged 736
		SP:Iteration 17Q (6787.730000 sec): 3 clusters
  Score: Raw -5600122.485446 + Penalty 5205.693221 = -5594916.792225
  nChanged 673
		SP:Iteration 18Q (6787.840000 sec): 3 clusters
  Score: Raw -5600432.204287 + Penalty 5205.693221 = -5595226.511066
  nChanged 626
		SP:Iteration 19Q (6787.960000 sec): 3 clusters
  Score: Raw -5600723.390649 + Penalty 5205.693221 = -5595517.697428
  nChanged 611
		SP:Iteration 20F (6788.090000 sec): 3 clusters
  Score: Raw -5601001.419466 + Penalty 5205.693221 = -5595795.726244
  nChanged 529
		SP:Iteration 21Q (6788.190000 sec): 3 clusters
  Score: Raw -5601242.392955 + Penalty 5205.693221 = -5596036.699734
  nChanged 528
		SP:Iteration 22Q (6788.310000 sec): 3 clusters
  Score: Raw -5601502.700330 + Penalty 5205.693221 = -5596297.007109
  nChanged 500
		SP:Iteration 23Q (6788.410000 sec): 3 clusters
  Score: Raw -5601772.857242 + Penalty 5205.693221 = -5596567.164021
  nChanged 483
		SP:Iteration 24Q (6788.520000 sec): 3 clusters
  Score: Raw -5602054.380094 + Penalty 5205.693221 = -5596848.686873
  nChanged 482
		SP:Iteration 25Q (6788.620000 sec): 3 clusters
  Score: Raw -5602351.352170 + Penalty 5205.693221 = -5597145.658948
  nChanged 412
		SP:Iteration 26Q (6788.720000 sec): 3 clusters
  Score: Raw -5602624.573569 + Penalty 5205.693221 = -5597418.880348
  nChanged 365
		SP:Iteration 27Q (6788.820000 sec): 3 clusters
  Score: Raw -5602874.819032 + Penalty 5205.693221 = -5597669.125810
  nChanged 298
		SP:Iteration 28Q (6788.920000 sec): 3 clusters
  Score: Raw -5603075.182230 + Penalty 5205.693221 = -5597869.489009
  nChanged 240
		SP:Iteration 29Q (6789.020000 sec): 3 clusters
  Score: Raw -5603245.789249 + Penalty 5205.693221 = -5598040.096028
  nChanged 167
		SP:Iteration 30Q (6789.110000 sec): 3 clusters
  Score: Raw -5603353.359275 + Penalty 5205.693221 = -5598147.666054
  nChanged 118
		SP:Iteration 31Q (6789.210000 sec): 3 clusters
  Score: Raw -5603434.327403 + Penalty 5205.693221 = -5598228.634182
  nChanged 73
		SP:Iteration 32Q (6789.300000 sec): 3 clusters
  Score: Raw -5603477.765710 + Penalty 5205.693221 = -5598272.072489
  nChanged 57
		SP:Iteration 33Q (6789.400000 sec): 3 clusters
  Score: Raw -5603521.353498 + Penalty 5205.693221 = -5598315.660276
  nChanged 49
		SP:Iteration 34Q (6789.490000 sec): 3 clusters
  Score: Raw -5603565.220219 + Penalty 5205.693221 = -5598359.526997
  nChanged 27
		SP:Iteration 35Q (6789.590000 sec): 3 clusters
  Score: Raw -5603585.116348 + Penalty 5205.693221 = -5598379.423127
  nChanged 25
		SP:Iteration 36Q (6789.680000 sec): 3 clusters
  Score: Raw -5603606.136716 + Penalty 5205.693221 = -5598400.443495
  nChanged 28
		SP:Iteration 37Q (6789.770000 sec): 3 clusters
  Score: Raw -5603626.764386 + Penalty 5205.693221 = -5598421.071164
  nChanged 24
		SP:Iteration 38Q (6789.860000 sec): 3 clusters
  Score: Raw -5603645.093397 + Penalty 5205.693221 = -5598439.400176
  nChanged 14
		SP:Iteration 39Q (6789.950000 sec): 3 clusters
  Score: Raw -5603655.424558 + Penalty 5205.693221 = -5598449.731337
  nChanged 11
		SP:Iteration 40F (6790.080000 sec): 3 clusters
  Score: Raw -5603663.521202 + Penalty 5205.693221 = -5598457.827980
  nChanged 10
		SP:Iteration 41Q (6790.170000 sec): 3 clusters
  Score: Raw -5603671.232691 + Penalty 5205.693221 = -5598465.539470
  nChanged 10
		SP:Iteration 42Q (6790.270000 sec): 3 clusters
  Score: Raw -5603681.057557 + Penalty 5205.693221 = -5598475.364336
  nChanged 11
		SP:Iteration 43Q (6790.360000 sec): 3 clusters
  Score: Raw -5603690.655830 + Penalty 5205.693221 = -5598484.962609
  nChanged 8
		SP:Iteration 44Q (6790.450000 sec): 3 clusters
  Score: Raw -5603696.637420 + Penalty 5205.693221 = -5598490.944199
  nChanged 6
		SP:Iteration 45Q (6790.540000 sec): 3 clusters
  Score: Raw -5603701.242786 + Penalty 5205.693221 = -5598495.549565
  nChanged 2
		SP:Iteration 46Q (6790.630000 sec): 3 clusters
  Score: Raw -5603702.274572 + Penalty 5205.693221 = -5598496.581351
  nChanged 1
		SP:Iteration 47Q (6790.730000 sec): 3 clusters
  Score: Raw -5603703.495009 + Penalty 5205.693221 = -5598497.801788
  nChanged 4
		SP:Iteration 48Q (6790.810000 sec): 3 clusters
  Score: Raw -5603705.551551 + Penalty 5205.693221 = -5598499.858330
  nChanged 2
		SP:Iteration 49Q (6790.910000 sec): 3 clusters
  Score: Raw -5603706.432166 + Penalty 5205.693221 = -5598500.738945
  nChanged 2
		SP:Iteration 50Q (6791.000000 sec): 3 clusters
  Score: Raw -5603707.007473 + Penalty 5205.693221 = -5598501.314252
  nChanged 1
		SP:Iteration 51Q (6791.090000 sec): 3 clusters
  Score: Raw -5603708.085720 + Penalty 5205.693221 = -5598502.392499
  nChanged 1
		SP:Iteration 52Q (6791.180000 sec): 3 clusters
  Score: Raw -5603709.520490 + Penalty 5205.693221 = -5598503.827268
  nChanged 3
		SP:Iteration 53Q (6791.280000 sec): 3 clusters
  Score: Raw -5603713.782699 + Penalty 5205.693221 = -5598508.089478
  nChanged 1
		SP:Iteration 54Q (6791.370000 sec): 3 clusters
  Score: Raw -5603715.168984 + Penalty 5205.693221 = -5598509.475762
  nChanged 3
		SP:Iteration 55Q (6791.460000 sec): 3 clusters
  Score: Raw -5603717.948836 + Penalty 5205.693221 = -5598512.255615
  nChanged 4
		SP:Iteration 56Q (6791.550000 sec): 3 clusters
  Score: Raw -5603720.438225 + Penalty 5205.693221 = -5598514.745004
  nChanged 3
		SP:Iteration 57Q (6791.640000 sec): 3 clusters
  Score: Raw -5603723.100121 + Penalty 5205.693221 = -5598517.406899
  nChanged 4
		SP:Iteration 58Q (6791.730000 sec): 3 clusters
  Score: Raw -5603726.759819 + Penalty 5205.693221 = -5598521.066597
  nChanged 0
		SP:Iteration 59F (6791.860000 sec): 3 clusters
  Score: Raw -5603726.759819 + Penalty 5205.693221 = -5598521.066597
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6792.180000 sec): 2 clusters
  Score: Raw -14573736.013139 + Penalty 2851.849794 = -14570884.163345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6792.540000 sec): 3 clusters
  Score: Raw -14510673.941417 + Penalty 5703.699588 = -14504970.241829
  nChanged 46704
		SP:Iteration 1F (6792.910000 sec): 3 clusters
  Score: Raw -14536918.501620 + Penalty 5703.699588 = -14531214.802032
  nChanged 2965
		SP:Iteration 2Q (6793.280000 sec): 3 clusters
  Score: Raw -14537530.279475 + Penalty 5703.699588 = -14531826.579887
  nChanged 2919
		SP:Iteration 3Q (6793.660000 sec): 3 clusters
  Score: Raw -14538178.682952 + Penalty 5703.699588 = -14532474.983364
  nChanged 3039
		SP:Iteration 4Q (6794.030000 sec): 3 clusters
  Score: Raw -14538902.554430 + Penalty 5703.699588 = -14533198.854842
  nChanged 3219
		SP:Iteration 5Q (6794.400000 sec): 3 clusters
  Score: Raw -14539798.246654 + Penalty 5703.699588 = -14534094.547066
  nChanged 3708
		SP:Iteration 6Q (6794.770000 sec): 3 clusters
  Score: Raw -14541100.024013 + Penalty 5703.699588 = -14535396.324425
  nChanged 4608
		SP:Iteration 7Q (6795.140000 sec): 3 clusters
  Score: Raw -14543182.199749 + Penalty 5703.699588 = -14537478.500161
  nChanged 5645
		SP:Iteration 8F (6795.510000 sec): 3 clusters
  Score: Raw -14546400.209370 + Penalty 5703.699588 = -14540696.509782
  nChanged 6753
		SP:Iteration 9F (6795.870000 sec): 3 clusters
  Score: Raw -14551107.568297 + Penalty 5703.699588 = -14545403.868709
  nChanged 7327
		SP:Iteration 10F (6796.240000 sec): 3 clusters
  Score: Raw -14556995.512361 + Penalty 5703.699588 = -14551291.812773
  nChanged 6908
		SP:Iteration 11F (6796.600000 sec): 3 clusters
  Score: Raw -14562946.361360 + Penalty 5703.699588 = -14557242.661772
  nChanged 5352
		SP:Iteration 12F (6796.960000 sec): 3 clusters
  Score: Raw -14567653.880872 + Penalty 5703.699588 = -14561950.181284
  nChanged 3507
		SP:Iteration 13Q (6797.300000 sec): 3 clusters
  Score: Raw -14570726.335490 + Penalty 5703.699588 = -14565022.635902
  nChanged 1937
		SP:Iteration 14Q (6797.620000 sec): 3 clusters
  Score: Raw -14572376.495988 + Penalty 5703.699588 = -14566672.796400
  nChanged 1018
		SP:Iteration 15Q (6797.920000 sec): 3 clusters
  Score: Raw -14573177.877190 + Penalty 5703.699588 = -14567474.177602
  nChanged 557
		SP:Iteration 16Q (6798.200000 sec): 3 clusters
  Score: Raw -14573606.500942 + Penalty 5703.699588 = -14567902.801354
  nChanged 336
		SP:Iteration 17Q (6798.470000 sec): 3 clusters
  Score: Raw -14573843.625729 + Penalty 5703.699588 = -14568139.926141
  nChanged 195
		SP:Iteration 18Q (6798.730000 sec): 3 clusters
  Score: Raw -14573953.347122 + Penalty 5703.699588 = -14568249.647534
  nChanged 115
		SP:Iteration 19Q (6798.990000 sec): 3 clusters
  Score: Raw -14574013.709287 + Penalty 5703.699588 = -14568310.009699
  nChanged 72
		SP:Iteration 20F (6799.340000 sec): 3 clusters
  Score: Raw -14574050.251879 + Penalty 5703.699588 = -14568346.552291
  nChanged 49
		SP:Iteration 21Q (6799.600000 sec): 3 clusters
  Score: Raw -14574078.681782 + Penalty 5703.699588 = -14568374.982194
  nChanged 44
		SP:Iteration 22Q (6799.860000 sec): 3 clusters
  Score: Raw -14574106.366953 + Penalty 5703.699588 = -14568402.667365
  nChanged 35
		SP:Iteration 23Q (6800.120000 sec): 3 clusters
  Score: Raw -14574126.768344 + Penalty 5703.699588 = -14568423.068756
  nChanged 25
		SP:Iteration 24Q (6800.370000 sec): 3 clusters
  Score: Raw -14574139.139486 + Penalty 5703.699588 = -14568435.439898
  nChanged 18
		SP:Iteration 25Q (6800.630000 sec): 3 clusters
  Score: Raw -14574150.921222 + Penalty 5703.699588 = -14568447.221634
  nChanged 18
		SP:Iteration 26Q (6800.880000 sec): 3 clusters
  Score: Raw -14574161.661284 + Penalty 5703.699588 = -14568457.961696
  nChanged 20
		SP:Iteration 27Q (6801.140000 sec): 3 clusters
  Score: Raw -14574174.344706 + Penalty 5703.699588 = -14568470.645118
  nChanged 21
		SP:Iteration 28Q (6801.400000 sec): 3 clusters
  Score: Raw -14574186.672396 + Penalty 5703.699588 = -14568482.972808
  nChanged 18
		SP:Iteration 29Q (6801.650000 sec): 3 clusters
  Score: Raw -14574195.866740 + Penalty 5703.699588 = -14568492.167152
  nChanged 9
		SP:Iteration 30Q (6801.900000 sec): 3 clusters
  Score: Raw -14574201.418256 + Penalty 5703.699588 = -14568497.718668
  nChanged 9
		SP:Iteration 31Q (6802.160000 sec): 3 clusters
  Score: Raw -14574206.715338 + Penalty 5703.699588 = -14568503.015750
  nChanged 7
		SP:Iteration 32Q (6802.410000 sec): 3 clusters
  Score: Raw -14574209.670813 + Penalty 5703.699588 = -14568505.971225
  nChanged 4
		SP:Iteration 33Q (6802.660000 sec): 3 clusters
  Score: Raw -14574211.385785 + Penalty 5703.699588 = -14568507.686197
  nChanged 1
		SP:Iteration 34Q (6802.920000 sec): 3 clusters
  Score: Raw -14574211.586340 + Penalty 5703.699588 = -14568507.886752
  nChanged 2
		SP:Iteration 35Q (6803.170000 sec): 3 clusters
  Score: Raw -14574212.553307 + Penalty 5703.699588 = -14568508.853719
  nChanged 7
		SP:Iteration 36Q (6803.420000 sec): 3 clusters
  Score: Raw -14574216.921909 + Penalty 5703.699588 = -14568513.222321
  nChanged 5
		SP:Iteration 37Q (6803.680000 sec): 3 clusters
  Score: Raw -14574220.513047 + Penalty 5703.699588 = -14568516.813459
  nChanged 9
		SP:Iteration 38Q (6803.930000 sec): 3 clusters
  Score: Raw -14574227.506316 + Penalty 5703.699588 = -14568523.806728
  nChanged 7
		SP:Iteration 39Q (6804.180000 sec): 3 clusters
  Score: Raw -14574232.200426 + Penalty 5703.699588 = -14568528.500838
  nChanged 9
		SP:Iteration 40F (6804.540000 sec): 3 clusters
  Score: Raw -14574238.357264 + Penalty 5703.699588 = -14568534.657676
  nChanged 11
		SP:Iteration 41Q (6804.800000 sec): 3 clusters
  Score: Raw -14574244.296649 + Penalty 5703.699588 = -14568540.597060
  nChanged 8
		SP:Iteration 42Q (6805.050000 sec): 3 clusters
  Score: Raw -14574248.601186 + Penalty 5703.699588 = -14568544.901598
  nChanged 5
		SP:Iteration 43Q (6805.300000 sec): 3 clusters
  Score: Raw -14574251.444584 + Penalty 5703.699588 = -14568547.744996
  nChanged 4
		SP:Iteration 44Q (6805.560000 sec): 3 clusters
  Score: Raw -14574252.981459 + Penalty 5703.699588 = -14568549.281870
  nChanged 3
		SP:Iteration 45Q (6805.810000 sec): 3 clusters
  Score: Raw -14574254.611907 + Penalty 5703.699588 = -14568550.912318
  nChanged 2
		SP:Iteration 46Q (6806.060000 sec): 3 clusters
  Score: Raw -14574255.415946 + Penalty 5703.699588 = -14568551.716358
  nChanged 0
		SP:Iteration 47F (6806.420000 sec): 3 clusters
  Score: Raw -14574255.415946 + Penalty 5703.699588 = -14568551.716358
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6806.460000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6806.460000 sec): 3 clusters
  Score: Raw -22194.248719 + Penalty 2547.356025 = -19646.892694
  nChanged 11
		SP:Iteration 1F (6806.460000 sec): 3 clusters
  Score: Raw -22258.536074 + Penalty 2547.356025 = -19711.180049
  nChanged 2
		SP:Iteration 2Q (6806.460000 sec): 3 clusters
  Score: Raw -22274.165167 + Penalty 2547.356025 = -19726.809142
  nChanged 2
		SP:Iteration 3Q (6806.460000 sec): 3 clusters
  Score: Raw -22289.870673 + Penalty 2547.356025 = -19742.514648
  nChanged 1
		SP:Iteration 4Q (6806.460000 sec): 3 clusters
  Score: Raw -22297.699492 + Penalty 2547.356025 = -19750.343467
  nChanged 0
		SP:Iteration 5F (6806.460000 sec): 3 clusters
  Score: Raw -22297.699492 + Penalty 2547.356025 = -19750.343467
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6806.630000 sec): 2 clusters
  Score: Raw -7501035.638050 + Penalty 2688.595070 = -7498347.042979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6806.820000 sec): 3 clusters
  Score: Raw -7469264.131559 + Penalty 5377.190141 = -7463886.941419
  nChanged 23704
		SP:Iteration 1F (6807.010000 sec): 3 clusters
  Score: Raw -7482231.490088 + Penalty 5377.190141 = -7476854.299948
  nChanged 1892
		SP:Iteration 2Q (6807.210000 sec): 3 clusters
  Score: Raw -7482743.464461 + Penalty 5377.190141 = -7477366.274321
  nChanged 1824
		SP:Iteration 3Q (6807.400000 sec): 3 clusters
  Score: Raw -7483283.130859 + Penalty 5377.190141 = -7477905.940718
  nChanged 1881
		SP:Iteration 4Q (6807.590000 sec): 3 clusters
  Score: Raw -7483932.315411 + Penalty 5377.190141 = -7478555.125270
  nChanged 2106
		SP:Iteration 5Q (6807.780000 sec): 3 clusters
  Score: Raw -7484742.243937 + Penalty 5377.190141 = -7479365.053796
  nChanged 2288
		SP:Iteration 6Q (6807.970000 sec): 3 clusters
  Score: Raw -7485727.995584 + Penalty 5377.190141 = -7480350.805443
  nChanged 2415
		SP:Iteration 7Q (6808.160000 sec): 3 clusters
  Score: Raw -7486877.804930 + Penalty 5377.190141 = -7481500.614789
  nChanged 2480
		SP:Iteration 8Q (6808.360000 sec): 3 clusters
  Score: Raw -7488160.069664 + Penalty 5377.190141 = -7482782.879523
  nChanged 2552
		SP:Iteration 9Q (6808.540000 sec): 3 clusters
  Score: Raw -7489483.707014 + Penalty 5377.190141 = -7484106.516873
  nChanged 2477
		SP:Iteration 10Q (6808.740000 sec): 3 clusters
  Score: Raw -7490754.563598 + Penalty 5377.190141 = -7485377.373458
  nChanged 2230
		SP:Iteration 11Q (6808.920000 sec): 3 clusters
  Score: Raw -7491843.959350 + Penalty 5377.190141 = -7486466.769209
  nChanged 2067
		SP:Iteration 12Q (6809.110000 sec): 3 clusters
  Score: Raw -7492811.868802 + Penalty 5377.190141 = -7487434.678661
  nChanged 1941
		SP:Iteration 13Q (6809.300000 sec): 3 clusters
  Score: Raw -7493730.234577 + Penalty 5377.190141 = -7488353.044436
  nChanged 1991
		SP:Iteration 14Q (6809.480000 sec): 3 clusters
  Score: Raw -7494689.537806 + Penalty 5377.190141 = -7489312.347665
  nChanged 1929
		SP:Iteration 15Q (6809.660000 sec): 3 clusters
  Score: Raw -7495651.908550 + Penalty 5377.190141 = -7490274.718409
  nChanged 1955
		SP:Iteration 16Q (6809.840000 sec): 3 clusters
  Score: Raw -7496671.851975 + Penalty 5377.190141 = -7491294.661834
  nChanged 1855
		SP:Iteration 17Q (6810.010000 sec): 3 clusters
  Score: Raw -7497660.228744 + Penalty 5377.190141 = -7492283.038603
  nChanged 1607
		SP:Iteration 18Q (6810.180000 sec): 3 clusters
  Score: Raw -7498517.238520 + Penalty 5377.190141 = -7493140.048379
  nChanged 1351
		SP:Iteration 19Q (6810.340000 sec): 3 clusters
  Score: Raw -7499242.288514 + Penalty 5377.190141 = -7493865.098373
  nChanged 1077
		SP:Iteration 20F (6810.530000 sec): 3 clusters
  Score: Raw -7499789.595804 + Penalty 5377.190141 = -7494412.405663
  nChanged 820
		SP:Iteration 21Q (6810.680000 sec): 3 clusters
  Score: Raw -7500192.389483 + Penalty 5377.190141 = -7494815.199342
  nChanged 608
		SP:Iteration 22Q (6810.830000 sec): 3 clusters
  Score: Raw -7500500.910959 + Penalty 5377.190141 = -7495123.720818
  nChanged 454
		SP:Iteration 23Q (6810.980000 sec): 3 clusters
  Score: Raw -7500724.201173 + Penalty 5377.190141 = -7495347.011032
  nChanged 320
		SP:Iteration 24Q (6811.120000 sec): 3 clusters
  Score: Raw -7500889.739657 + Penalty 5377.190141 = -7495512.549516
  nChanged 256
		SP:Iteration 25Q (6811.260000 sec): 3 clusters
  Score: Raw -7501017.728594 + Penalty 5377.190141 = -7495640.538453
  nChanged 195
		SP:Iteration 26Q (6811.400000 sec): 3 clusters
  Score: Raw -7501114.228248 + Penalty 5377.190141 = -7495737.038107
  nChanged 150
		SP:Iteration 27Q (6811.540000 sec): 3 clusters
  Score: Raw -7501192.588386 + Penalty 5377.190141 = -7495815.398245
  nChanged 113
		SP:Iteration 28Q (6811.680000 sec): 3 clusters
  Score: Raw -7501256.240066 + Penalty 5377.190141 = -7495879.049925
  nChanged 95
		SP:Iteration 29Q (6811.820000 sec): 3 clusters
  Score: Raw -7501306.332636 + Penalty 5377.190141 = -7495929.142495
  nChanged 72
		SP:Iteration 30Q (6811.950000 sec): 3 clusters
  Score: Raw -7501346.692690 + Penalty 5377.190141 = -7495969.502549
  nChanged 68
		SP:Iteration 31Q (6812.090000 sec): 3 clusters
  Score: Raw -7501384.246636 + Penalty 5377.190141 = -7496007.056495
  nChanged 47
		SP:Iteration 32Q (6812.220000 sec): 3 clusters
  Score: Raw -7501406.893374 + Penalty 5377.190141 = -7496029.703233
  nChanged 36
		SP:Iteration 33Q (6812.360000 sec): 3 clusters
  Score: Raw -7501426.362364 + Penalty 5377.190141 = -7496049.172223
  nChanged 29
		SP:Iteration 34Q (6812.490000 sec): 3 clusters
  Score: Raw -7501441.138489 + Penalty 5377.190141 = -7496063.948348
  nChanged 31
		SP:Iteration 35Q (6812.630000 sec): 3 clusters
  Score: Raw -7501455.093249 + Penalty 5377.190141 = -7496077.903108
  nChanged 26
		SP:Iteration 36Q (6812.760000 sec): 3 clusters
  Score: Raw -7501467.634327 + Penalty 5377.190141 = -7496090.444186
  nChanged 19
		SP:Iteration 37Q (6812.900000 sec): 3 clusters
  Score: Raw -7501477.543772 + Penalty 5377.190141 = -7496100.353631
  nChanged 21
		SP:Iteration 38Q (6813.030000 sec): 3 clusters
  Score: Raw -7501489.525678 + Penalty 5377.190141 = -7496112.335537
  nChanged 25
		SP:Iteration 39Q (6813.160000 sec): 3 clusters
  Score: Raw -7501503.701750 + Penalty 5377.190141 = -7496126.511609
  nChanged 19
		SP:Iteration 40F (6813.340000 sec): 3 clusters
  Score: Raw -7501510.863273 + Penalty 5377.190141 = -7496133.673132
  nChanged 10
		SP:Iteration 41Q (6813.480000 sec): 3 clusters
  Score: Raw -7501514.875132 + Penalty 5377.190141 = -7496137.684991
  nChanged 7
		SP:Iteration 42Q (6813.610000 sec): 3 clusters
  Score: Raw -7501517.255960 + Penalty 5377.190141 = -7496140.065819
  nChanged 8
		SP:Iteration 43Q (6813.740000 sec): 3 clusters
  Score: Raw -7501520.574535 + Penalty 5377.190141 = -7496143.384394
  nChanged 5
		SP:Iteration 44Q (6813.880000 sec): 3 clusters
  Score: Raw -7501523.203168 + Penalty 5377.190141 = -7496146.013027
  nChanged 6
		SP:Iteration 45Q (6814.010000 sec): 3 clusters
  Score: Raw -7501526.304659 + Penalty 5377.190141 = -7496149.114518
  nChanged 7
		SP:Iteration 46Q (6814.140000 sec): 3 clusters
  Score: Raw -7501529.618687 + Penalty 5377.190141 = -7496152.428546
  nChanged 6
		SP:Iteration 47Q (6814.280000 sec): 3 clusters
  Score: Raw -7501531.958808 + Penalty 5377.190141 = -7496154.768667
  nChanged 3
		SP:Iteration 48Q (6814.420000 sec): 3 clusters
  Score: Raw -7501532.974936 + Penalty 5377.190141 = -7496155.784795
  nChanged 4
		SP:Iteration 49Q (6814.550000 sec): 3 clusters
  Score: Raw -7501534.570816 + Penalty 5377.190141 = -7496157.380675
  nChanged 1
		SP:Iteration 50Q (6814.680000 sec): 3 clusters
  Score: Raw -7501535.051844 + Penalty 5377.190141 = -7496157.861703
  nChanged 1
		SP:Iteration 51Q (6814.810000 sec): 3 clusters
  Score: Raw -7501535.417703 + Penalty 5377.190141 = -7496158.227562
  nChanged 0
		SP:Iteration 52F (6815.000000 sec): 3 clusters
  Score: Raw -7501535.417703 + Penalty 5377.190141 = -7496158.227562
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6815.020000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6815.020000 sec): 3 clusters
  Score: Raw -76072.231751 + Penalty 3043.240186 = -73028.991565
  nChanged 119
		SP:Iteration 1F (6815.020000 sec): 3 clusters
  Score: Raw -76373.076442 + Penalty 3043.240186 = -73329.836256
  nChanged 52
		SP:Iteration 2F (6815.020000 sec): 3 clusters
  Score: Raw -76585.340447 + Penalty 3043.240186 = -73542.100261
  nChanged 36
		SP:Iteration 3F (6815.030000 sec): 3 clusters
  Score: Raw -76749.220912 + Penalty 3043.240186 = -73705.980726
  nChanged 13
		SP:Iteration 4Q (6815.030000 sec): 3 clusters
  Score: Raw -76811.341347 + Penalty 3043.240186 = -73768.101161
  nChanged 2
		SP:Iteration 5Q (6815.030000 sec): 3 clusters
  Score: Raw -76822.668545 + Penalty 3043.240186 = -73779.428359
  nChanged 1
		SP:Iteration 6Q (6815.030000 sec): 3 clusters
  Score: Raw -76832.245035 + Penalty 3043.240186 = -73789.004849
  nChanged 1
		SP:Iteration 7Q (6815.030000 sec): 3 clusters
  Score: Raw -76843.302475 + Penalty 3043.240186 = -73800.062289
  nChanged 2
		SP:Iteration 8Q (6815.030000 sec): 3 clusters
  Score: Raw -76858.296595 + Penalty 3043.240186 = -73815.056409
  nChanged 1
		SP:Iteration 9Q (6815.040000 sec): 3 clusters
  Score: Raw -76862.466949 + Penalty 3043.240186 = -73819.226763
  nChanged 1
		SP:Iteration 10Q (6815.040000 sec): 3 clusters
  Score: Raw -76864.291603 + Penalty 3043.240186 = -73821.051417
  nChanged 0
		SP:Iteration 11F (6815.040000 sec): 3 clusters
  Score: Raw -76864.291603 + Penalty 3043.240186 = -73821.051417
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6815.040000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6815.040000 sec): 3 clusters
  Score: Raw -68267.426771 + Penalty 3055.958832 = -65211.467939
  nChanged 75
		SP:Iteration 1F (6815.040000 sec): 3 clusters
  Score: Raw -68403.500674 + Penalty 3055.958832 = -65347.541842
  nChanged 18
		SP:Iteration 2Q (6815.050000 sec): 3 clusters
  Score: Raw -68448.791101 + Penalty 3055.958832 = -65392.832269
  nChanged 9
		SP:Iteration 3Q (6815.050000 sec): 3 clusters
  Score: Raw -68475.541078 + Penalty 3055.958832 = -65419.582246
  nChanged 8
		SP:Iteration 4Q (6815.050000 sec): 3 clusters
  Score: Raw -68500.355932 + Penalty 3055.958832 = -65444.397101
  nChanged 4
		SP:Iteration 5Q (6815.050000 sec): 3 clusters
  Score: Raw -68509.814912 + Penalty 3055.958832 = -65453.856081
  nChanged 0
		SP:Iteration 6F (6815.060000 sec): 3 clusters
  Score: Raw -68509.814912 + Penalty 3055.958832 = -65453.856081
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (268463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6815.940000 sec): 2 clusters
  Score: Raw -39726690.479392 + Penalty 3100.116158 = -39723590.363233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6816.940000 sec): 3 clusters
  Score: Raw -39549025.115037 + Penalty 6200.232317 = -39542824.882720
  nChanged 130098
		SP:Iteration 1F (6817.930000 sec): 3 clusters
  Score: Raw -39625461.695617 + Penalty 6200.232317 = -39619261.463300
  nChanged 6062
		SP:Iteration 2Q (6818.940000 sec): 3 clusters
  Score: Raw -39626411.481323 + Penalty 6200.232317 = -39620211.249007
  nChanged 6172
		SP:Iteration 3Q (6819.940000 sec): 3 clusters
  Score: Raw -39627443.892669 + Penalty 6200.232317 = -39621243.660352
  nChanged 6395
		SP:Iteration 4Q (6820.950000 sec): 3 clusters
  Score: Raw -39628626.541433 + Penalty 6200.232317 = -39622426.309116
  nChanged 6931
		SP:Iteration 5Q (6821.960000 sec): 3 clusters
  Score: Raw -39630173.714692 + Penalty 6200.232317 = -39623973.482376
  nChanged 8154
		SP:Iteration 6Q (6822.980000 sec): 3 clusters
  Score: Raw -39632423.641772 + Penalty 6200.232317 = -39626223.409455
  nChanged 9919
		SP:Iteration 7Q (6823.980000 sec): 3 clusters
  Score: Raw -39635920.665542 + Penalty 6200.232317 = -39629720.433225
  nChanged 12294
		SP:Iteration 8Q (6824.990000 sec): 3 clusters
  Score: Raw -39641681.124938 + Penalty 6200.232317 = -39635480.892621
  nChanged 15438
		SP:Iteration 9F (6825.980000 sec): 3 clusters
  Score: Raw -39651132.614253 + Penalty 6200.232317 = -39644932.381937
  nChanged 18175
		SP:Iteration 10F (6826.980000 sec): 3 clusters
  Score: Raw -39664835.350464 + Penalty 6200.232317 = -39658635.118147
  nChanged 18204
		SP:Iteration 11F (6827.970000 sec): 3 clusters
  Score: Raw -39680133.579628 + Penalty 6200.232317 = -39673933.347311
  nChanged 15266
		SP:Iteration 12F (6828.960000 sec): 3 clusters
  Score: Raw -39692907.627129 + Penalty 6200.232317 = -39686707.394812
  nChanged 11367
		SP:Iteration 13Q (6829.890000 sec): 3 clusters
  Score: Raw -39702186.959598 + Penalty 6200.232317 = -39695986.727281
  nChanged 8111
		SP:Iteration 14Q (6830.770000 sec): 3 clusters
  Score: Raw -39708332.284670 + Penalty 6200.232317 = -39702132.052353
  nChanged 5875
		SP:Iteration 15Q (6831.590000 sec): 3 clusters
  Score: Raw -39712575.479277 + Penalty 6200.232317 = -39706375.246960
  nChanged 4478
		SP:Iteration 16Q (6832.380000 sec): 3 clusters
  Score: Raw -39715851.842001 + Penalty 6200.232317 = -39709651.609684
  nChanged 3517
		SP:Iteration 17Q (6833.140000 sec): 3 clusters
  Score: Raw -39718434.119285 + Penalty 6200.232317 = -39712233.886968
  nChanged 2715
		SP:Iteration 18Q (6833.890000 sec): 3 clusters
  Score: Raw -39720445.896875 + Penalty 6200.232317 = -39714245.664558
  nChanged 2116
		SP:Iteration 19Q (6834.620000 sec): 3 clusters
  Score: Raw -39722021.332588 + Penalty 6200.232317 = -39715821.100271
  nChanged 1670
		SP:Iteration 20F (6835.600000 sec): 3 clusters
  Score: Raw -39723179.834892 + Penalty 6200.232317 = -39716979.602575
  nChanged 1337
		SP:Iteration 21Q (6836.310000 sec): 3 clusters
  Score: Raw -39724050.556797 + Penalty 6200.232317 = -39717850.324480
  nChanged 1038
		SP:Iteration 22Q (6837.000000 sec): 3 clusters
  Score: Raw -39724678.972628 + Penalty 6200.232317 = -39718478.740311
  nChanged 821
		SP:Iteration 23Q (6837.700000 sec): 3 clusters
  Score: Raw -39725139.581022 + Penalty 6200.232317 = -39718939.348705
  nChanged 674
		SP:Iteration 24Q (6838.390000 sec): 3 clusters
  Score: Raw -39725472.764407 + Penalty 6200.232317 = -39719272.532090
  nChanged 545
		SP:Iteration 25Q (6839.080000 sec): 3 clusters
  Score: Raw -39725727.799939 + Penalty 6200.232317 = -39719527.567622
  nChanged 461
		SP:Iteration 26Q (6839.760000 sec): 3 clusters
  Score: Raw -39725931.209442 + Penalty 6200.232317 = -39719730.977125
  nChanged 388
		SP:Iteration 27Q (6840.450000 sec): 3 clusters
  Score: Raw -39726096.027583 + Penalty 6200.232317 = -39719895.795266
  nChanged 330
		SP:Iteration 28Q (6841.130000 sec): 3 clusters
  Score: Raw -39726235.448596 + Penalty 6200.232317 = -39720035.216279
  nChanged 298
		SP:Iteration 29Q (6841.810000 sec): 3 clusters
  Score: Raw -39726351.205856 + Penalty 6200.232317 = -39720150.973539
  nChanged 241
		SP:Iteration 30Q (6842.490000 sec): 3 clusters
  Score: Raw -39726440.236750 + Penalty 6200.232317 = -39720240.004433
  nChanged 215
		SP:Iteration 31Q (6843.180000 sec): 3 clusters
  Score: Raw -39726518.949241 + Penalty 6200.232317 = -39720318.716924
  nChanged 191
		SP:Iteration 32Q (6843.860000 sec): 3 clusters
  Score: Raw -39726594.742494 + Penalty 6200.232317 = -39720394.510177
  nChanged 168
		SP:Iteration 33Q (6844.540000 sec): 3 clusters
  Score: Raw -39726662.170975 + Penalty 6200.232317 = -39720461.938658
  nChanged 146
		SP:Iteration 34Q (6845.220000 sec): 3 clusters
  Score: Raw -39726713.767073 + Penalty 6200.232317 = -39720513.534756
  nChanged 117
		SP:Iteration 35Q (6845.900000 sec): 3 clusters
  Score: Raw -39726758.342197 + Penalty 6200.232317 = -39720558.109880
  nChanged 106
		SP:Iteration 36Q (6846.580000 sec): 3 clusters
  Score: Raw -39726791.484706 + Penalty 6200.232317 = -39720591.252389
  nChanged 96
		SP:Iteration 37Q (6847.250000 sec): 3 clusters
  Score: Raw -39726820.860802 + Penalty 6200.232317 = -39720620.628485
  nChanged 84
		SP:Iteration 38Q (6847.930000 sec): 3 clusters
  Score: Raw -39726847.220063 + Penalty 6200.232317 = -39720646.987746
  nChanged 74
		SP:Iteration 39Q (6848.610000 sec): 3 clusters
  Score: Raw -39726868.913640 + Penalty 6200.232317 = -39720668.681323
  nChanged 55
		SP:Iteration 40F (6849.590000 sec): 3 clusters
  Score: Raw -39726888.174547 + Penalty 6200.232317 = -39720687.942231
  nChanged 65
		SP:Iteration 41Q (6850.270000 sec): 3 clusters
  Score: Raw -39726910.136509 + Penalty 6200.232317 = -39720709.904192
  nChanged 60
		SP:Iteration 42Q (6850.950000 sec): 3 clusters
  Score: Raw -39726928.918025 + Penalty 6200.232317 = -39720728.685708
  nChanged 43
		SP:Iteration 43Q (6851.620000 sec): 3 clusters
  Score: Raw -39726942.922477 + Penalty 6200.232317 = -39720742.690160
  nChanged 32
		SP:Iteration 44Q (6852.300000 sec): 3 clusters
  Score: Raw -39726954.529413 + Penalty 6200.232317 = -39720754.297096
  nChanged 34
		SP:Iteration 45Q (6852.980000 sec): 3 clusters
  Score: Raw -39726965.246370 + Penalty 6200.232317 = -39720765.014053
  nChanged 26
		SP:Iteration 46Q (6853.650000 sec): 3 clusters
  Score: Raw -39726973.724734 + Penalty 6200.232317 = -39720773.492417
  nChanged 22
		SP:Iteration 47Q (6854.330000 sec): 3 clusters
  Score: Raw -39726980.352732 + Penalty 6200.232317 = -39720780.120416
  nChanged 24
		SP:Iteration 48Q (6855.010000 sec): 3 clusters
  Score: Raw -39726989.020631 + Penalty 6200.232317 = -39720788.788315
  nChanged 22
		SP:Iteration 49Q (6855.680000 sec): 3 clusters
  Score: Raw -39726997.467900 + Penalty 6200.232317 = -39720797.235583
  nChanged 27
		SP:Iteration 50Q (6856.360000 sec): 3 clusters
  Score: Raw -39727008.022483 + Penalty 6200.232317 = -39720807.790167
  nChanged 27
		SP:Iteration 51Q (6857.030000 sec): 3 clusters
  Score: Raw -39727017.333641 + Penalty 6200.232317 = -39720817.101324
  nChanged 29
		SP:Iteration 52Q (6857.710000 sec): 3 clusters
  Score: Raw -39727027.675303 + Penalty 6200.232317 = -39720827.442986
  nChanged 28
		SP:Iteration 53Q (6858.380000 sec): 3 clusters
  Score: Raw -39727036.783221 + Penalty 6200.232317 = -39720836.550905
  nChanged 31
		SP:Iteration 54Q (6859.060000 sec): 3 clusters
  Score: Raw -39727047.196782 + Penalty 6200.232317 = -39720846.964465
  nChanged 17
		SP:Iteration 55Q (6859.730000 sec): 3 clusters
  Score: Raw -39727054.453565 + Penalty 6200.232317 = -39720854.221249
  nChanged 19
		SP:Iteration 56Q (6860.400000 sec): 3 clusters
  Score: Raw -39727062.490011 + Penalty 6200.232317 = -39720862.257694
  nChanged 22
		SP:Iteration 57Q (6861.080000 sec): 3 clusters
  Score: Raw -39727070.858122 + Penalty 6200.232317 = -39720870.625805
  nChanged 25
		SP:Iteration 58Q (6861.760000 sec): 3 clusters
  Score: Raw -39727080.824281 + Penalty 6200.232317 = -39720880.591964
  nChanged 21
		SP:Iteration 59Q (6862.440000 sec): 3 clusters
  Score: Raw -39727086.656731 + Penalty 6200.232317 = -39720886.424414
  nChanged 14
		SP:Iteration 60F (6863.400000 sec): 3 clusters
  Score: Raw -39727090.561587 + Penalty 6200.232317 = -39720890.329271
  nChanged 8
		SP:Iteration 61Q (6864.080000 sec): 3 clusters
  Score: Raw -39727092.921351 + Penalty 6200.232317 = -39720892.689034
  nChanged 8
		SP:Iteration 62Q (6864.760000 sec): 3 clusters
  Score: Raw -39727095.364651 + Penalty 6200.232317 = -39720895.132334
  nChanged 6
		SP:Iteration 63Q (6865.440000 sec): 3 clusters
  Score: Raw -39727097.216116 + Penalty 6200.232317 = -39720896.983799
  nChanged 5
		SP:Iteration 64Q (6866.110000 sec): 3 clusters
  Score: Raw -39727098.935540 + Penalty 6200.232317 = -39720898.703223
  nChanged 4
		SP:Iteration 65Q (6866.790000 sec): 3 clusters
  Score: Raw -39727099.881151 + Penalty 6200.232317 = -39720899.648834
  nChanged 3
		SP:Iteration 66Q (6867.460000 sec): 3 clusters
  Score: Raw -39727100.782555 + Penalty 6200.232317 = -39720900.550238
  nChanged 7
		SP:Iteration 67Q (6868.140000 sec): 3 clusters
  Score: Raw -39727103.603011 + Penalty 6200.232317 = -39720903.370694
  nChanged 11
		SP:Iteration 68Q (6868.810000 sec): 3 clusters
  Score: Raw -39727106.515259 + Penalty 6200.232317 = -39720906.282942
  nChanged 7
		SP:Iteration 69Q (6869.480000 sec): 3 clusters
  Score: Raw -39727108.146641 + Penalty 6200.232317 = -39720907.914324
  nChanged 4
		SP:Iteration 70Q (6870.160000 sec): 3 clusters
  Score: Raw -39727109.295277 + Penalty 6200.232317 = -39720909.062960
  nChanged 5
		SP:Iteration 71Q (6870.830000 sec): 3 clusters
  Score: Raw -39727110.686940 + Penalty 6200.232317 = -39720910.454623
  nChanged 1
		SP:Iteration 72Q (6871.510000 sec): 3 clusters
  Score: Raw -39727111.032000 + Penalty 6200.232317 = -39720910.799684
  nChanged 2
		SP:Iteration 73Q (6872.180000 sec): 3 clusters
  Score: Raw -39727111.339707 + Penalty 6200.232317 = -39720911.107391
  nChanged 1
		SP:Iteration 74Q (6872.860000 sec): 3 clusters
  Score: Raw -39727111.633878 + Penalty 6200.232317 = -39720911.401561
  nChanged 2
		SP:Iteration 75Q (6873.540000 sec): 3 clusters
  Score: Raw -39727112.184277 + Penalty 6200.232317 = -39720911.951960
  nChanged 1
		SP:Iteration 76Q (6874.210000 sec): 3 clusters
  Score: Raw -39727112.415224 + Penalty 6200.232317 = -39720912.182907
  nChanged 0
		SP:Iteration 77F (6875.180000 sec): 3 clusters
  Score: Raw -39727112.415224 + Penalty 6200.232317 = -39720912.182907
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33593 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6875.360000 sec): 2 clusters
  Score: Raw -5134675.926099 + Penalty 2584.674102 = -5132091.251997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6875.490000 sec): 3 clusters
  Score: Raw -5114275.923154 + Penalty 5169.348203 = -5109106.574951
  nChanged 15213
		SP:Iteration 1F (6875.610000 sec): 3 clusters
  Score: Raw -5122587.637729 + Penalty 5169.348203 = -5117418.289526
  nChanged 1432
		SP:Iteration 2Q (6875.740000 sec): 3 clusters
  Score: Raw -5122958.181175 + Penalty 5169.348203 = -5117788.832972
  nChanged 1171
		SP:Iteration 3Q (6875.860000 sec): 3 clusters
  Score: Raw -5123249.098348 + Penalty 5169.348203 = -5118079.750144
  nChanged 1051
		SP:Iteration 4Q (6875.990000 sec): 3 clusters
  Score: Raw -5123508.951716 + Penalty 5169.348203 = -5118339.603512
  nChanged 949
		SP:Iteration 5Q (6876.110000 sec): 3 clusters
  Score: Raw -5123731.237329 + Penalty 5169.348203 = -5118561.889126
  nChanged 902
		SP:Iteration 6Q (6876.240000 sec): 3 clusters
  Score: Raw -5123961.399640 + Penalty 5169.348203 = -5118792.051437
  nChanged 914
		SP:Iteration 7Q (6876.360000 sec): 3 clusters
  Score: Raw -5124232.827802 + Penalty 5169.348203 = -5119063.479598
  nChanged 1017
		SP:Iteration 8Q (6876.490000 sec): 3 clusters
  Score: Raw -5124599.488674 + Penalty 5169.348203 = -5119430.140471
  nChanged 1281
		SP:Iteration 9Q (6876.620000 sec): 3 clusters
  Score: Raw -5125193.094130 + Penalty 5169.348203 = -5120023.745927
  nChanged 1705
		SP:Iteration 10F (6876.740000 sec): 3 clusters
  Score: Raw -5126194.567570 + Penalty 5169.348203 = -5121025.219367
  nChanged 2107
		SP:Iteration 11F (6876.860000 sec): 3 clusters
  Score: Raw -5127688.384783 + Penalty 5169.348203 = -5122519.036580
  nChanged 2340
		SP:Iteration 12F (6876.980000 sec): 3 clusters
  Score: Raw -5129631.991283 + Penalty 5169.348203 = -5124462.643079
  nChanged 2225
		SP:Iteration 13F (6877.110000 sec): 3 clusters
  Score: Raw -5131671.924756 + Penalty 5169.348203 = -5126502.576553
  nChanged 1681
		SP:Iteration 14F (6877.230000 sec): 3 clusters
  Score: Raw -5133250.598599 + Penalty 5169.348203 = -5128081.250396
  nChanged 946
		SP:Iteration 15Q (6877.340000 sec): 3 clusters
  Score: Raw -5134125.144670 + Penalty 5169.348203 = -5128955.796467
  nChanged 425
		SP:Iteration 16Q (6877.440000 sec): 3 clusters
  Score: Raw -5134547.051837 + Penalty 5169.348203 = -5129377.703633
  nChanged 186
		SP:Iteration 17Q (6877.530000 sec): 3 clusters
  Score: Raw -5134754.921113 + Penalty 5169.348203 = -5129585.572909
  nChanged 78
		SP:Iteration 18Q (6877.620000 sec): 3 clusters
  Score: Raw -5134851.683863 + Penalty 5169.348203 = -5129682.335659
  nChanged 32
		SP:Iteration 19Q (6877.710000 sec): 3 clusters
  Score: Raw -5134896.565248 + Penalty 5169.348203 = -5129727.217044
  nChanged 24
		SP:Iteration 20F (6877.840000 sec): 3 clusters
  Score: Raw -5134929.831527 + Penalty 5169.348203 = -5129760.483324
  nChanged 14
		SP:Iteration 21Q (6877.920000 sec): 3 clusters
  Score: Raw -5134945.625739 + Penalty 5169.348203 = -5129776.277535
  nChanged 9
		SP:Iteration 22Q (6878.010000 sec): 3 clusters
  Score: Raw -5134952.303754 + Penalty 5169.348203 = -5129782.955551
  nChanged 3
		SP:Iteration 23Q (6878.090000 sec): 3 clusters
  Score: Raw -5134955.328292 + Penalty 5169.348203 = -5129785.980088
  nChanged 4
		SP:Iteration 24Q (6878.180000 sec): 3 clusters
  Score: Raw -5134962.215748 + Penalty 5169.348203 = -5129792.867544
  nChanged 4
		SP:Iteration 25Q (6878.270000 sec): 3 clusters
  Score: Raw -5134966.353717 + Penalty 5169.348203 = -5129797.005514
  nChanged 1
		SP:Iteration 26Q (6878.350000 sec): 3 clusters
  Score: Raw -5134967.104225 + Penalty 5169.348203 = -5129797.756022
  nChanged 1
		SP:Iteration 27Q (6878.440000 sec): 3 clusters
  Score: Raw -5134967.438407 + Penalty 5169.348203 = -5129798.090204
  nChanged 1
		SP:Iteration 28Q (6878.520000 sec): 3 clusters
  Score: Raw -5134968.642181 + Penalty 5169.348203 = -5129799.293978
  nChanged 0
		SP:Iteration 29F (6878.640000 sec): 3 clusters
  Score: Raw -5134968.642181 + Penalty 5169.348203 = -5129799.293978
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.660000 sec): 2 clusters
  Score: Raw -140086.188840 + Penalty 1729.902654 = -138356.286186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.670000 sec): 3 clusters
  Score: Raw -139857.936079 + Penalty 3459.805308 = -136398.130771
  nChanged 289
		SP:Iteration 1F (6878.670000 sec): 3 clusters
  Score: Raw -140232.342868 + Penalty 3459.805308 = -136772.537560
  nChanged 92
		SP:Iteration 2F (6878.670000 sec): 3 clusters
  Score: Raw -140384.440822 + Penalty 3459.805308 = -136924.635514
  nChanged 48
		SP:Iteration 3Q (6878.680000 sec): 3 clusters
  Score: Raw -140463.877656 + Penalty 3459.805308 = -137004.072348
  nChanged 31
		SP:Iteration 4Q (6878.680000 sec): 3 clusters
  Score: Raw -140509.150425 + Penalty 3459.805308 = -137049.345117
  nChanged 21
		SP:Iteration 5Q (6878.690000 sec): 3 clusters
  Score: Raw -140544.001862 + Penalty 3459.805308 = -137084.196554
  nChanged 14
		SP:Iteration 6Q (6878.690000 sec): 3 clusters
  Score: Raw -140563.324675 + Penalty 3459.805308 = -137103.519367
  nChanged 10
		SP:Iteration 7Q (6878.690000 sec): 3 clusters
  Score: Raw -140577.138806 + Penalty 3459.805308 = -137117.333498
  nChanged 7
		SP:Iteration 8Q (6878.690000 sec): 3 clusters
  Score: Raw -140586.105142 + Penalty 3459.805308 = -137126.299834
  nChanged 6
		SP:Iteration 9Q (6878.700000 sec): 3 clusters
  Score: Raw -140595.542036 + Penalty 3459.805308 = -137135.736728
  nChanged 5
		SP:Iteration 10Q (6878.700000 sec): 3 clusters
  Score: Raw -140598.912696 + Penalty 3459.805308 = -137139.107388
  nChanged 4
		SP:Iteration 11Q (6878.710000 sec): 3 clusters
  Score: Raw -140603.059799 + Penalty 3459.805308 = -137143.254491
  nChanged 6
		SP:Iteration 12Q (6878.710000 sec): 3 clusters
  Score: Raw -140610.342711 + Penalty 3459.805308 = -137150.537403
  nChanged 4
		SP:Iteration 13Q (6878.710000 sec): 3 clusters
  Score: Raw -140614.556024 + Penalty 3459.805308 = -137154.750716
  nChanged 7
		SP:Iteration 14Q (6878.720000 sec): 3 clusters
  Score: Raw -140625.190343 + Penalty 3459.805308 = -137165.385035
  nChanged 2
		SP:Iteration 15Q (6878.720000 sec): 3 clusters
  Score: Raw -140627.313485 + Penalty 3459.805308 = -137167.508177
  nChanged 3
		SP:Iteration 16Q (6878.720000 sec): 3 clusters
  Score: Raw -140631.621102 + Penalty 3459.805308 = -137171.815794
  nChanged 2
		SP:Iteration 17Q (6878.730000 sec): 3 clusters
  Score: Raw -140633.083989 + Penalty 3459.805308 = -137173.278681
  nChanged 2
		SP:Iteration 18Q (6878.730000 sec): 3 clusters
  Score: Raw -140635.051131 + Penalty 3459.805308 = -137175.245823
  nChanged 0
		SP:Iteration 19F (6878.730000 sec): 3 clusters
  Score: Raw -140635.051131 + Penalty 3459.805308 = -137175.245823
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.740000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.740000 sec): 3 clusters
  Score: Raw -31491.523477 + Penalty 2705.839273 = -28785.684203
  nChanged 20
		SP:Iteration 1F (6878.740000 sec): 3 clusters
  Score: Raw -31557.211570 + Penalty 2705.839273 = -28851.372297
  nChanged 7
		SP:Iteration 2Q (6878.740000 sec): 3 clusters
  Score: Raw -31583.857331 + Penalty 2705.839273 = -28878.018058
  nChanged 2
		SP:Iteration 3Q (6878.740000 sec): 3 clusters
  Score: Raw -31596.829487 + Penalty 2705.839273 = -28890.990214
  nChanged 5
		SP:Iteration 4Q (6878.740000 sec): 3 clusters
  Score: Raw -31619.286093 + Penalty 2705.839273 = -28913.446819
  nChanged 2
		SP:Iteration 5Q (6878.740000 sec): 3 clusters
  Score: Raw -31622.722493 + Penalty 2705.839273 = -28916.883220
  nChanged 1
		SP:Iteration 6Q (6878.740000 sec): 3 clusters
  Score: Raw -31624.536182 + Penalty 2705.839273 = -28918.696909
  nChanged 0
		SP:Iteration 7F (6878.750000 sec): 3 clusters
  Score: Raw -31624.536182 + Penalty 2705.839273 = -28918.696909
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.750000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.750000 sec): 3 clusters
  Score: Raw -77788.005225 + Penalty 3172.049753 = -74615.955473
  nChanged 131
		SP:Iteration 1F (6878.750000 sec): 3 clusters
  Score: Raw -78095.354263 + Penalty 3172.049753 = -74923.304510
  nChanged 45
		SP:Iteration 2F (6878.750000 sec): 3 clusters
  Score: Raw -78294.382223 + Penalty 3172.049753 = -75122.332471
  nChanged 44
		SP:Iteration 3F (6878.760000 sec): 3 clusters
  Score: Raw -78467.190552 + Penalty 3172.049753 = -75295.140799
  nChanged 38
		SP:Iteration 4F (6878.760000 sec): 3 clusters
  Score: Raw -78591.758113 + Penalty 3172.049753 = -75419.708361
  nChanged 28
		SP:Iteration 5Q (6878.760000 sec): 3 clusters
  Score: Raw -78705.647677 + Penalty 3172.049753 = -75533.597924
  nChanged 17
		SP:Iteration 6Q (6878.770000 sec): 3 clusters
  Score: Raw -78771.302112 + Penalty 3172.049753 = -75599.252359
  nChanged 11
		SP:Iteration 7Q (6878.770000 sec): 3 clusters
  Score: Raw -78793.238263 + Penalty 3172.049753 = -75621.188510
  nChanged 7
		SP:Iteration 8Q (6878.770000 sec): 3 clusters
  Score: Raw -78811.581183 + Penalty 3172.049753 = -75639.531431
  nChanged 2
		SP:Iteration 9Q (6878.770000 sec): 3 clusters
  Score: Raw -78814.922912 + Penalty 3172.049753 = -75642.873159
  nChanged 4
		SP:Iteration 10Q (6878.770000 sec): 3 clusters
  Score: Raw -78824.668673 + Penalty 3172.049753 = -75652.618920
  nChanged 2
		SP:Iteration 11Q (6878.770000 sec): 3 clusters
  Score: Raw -78829.261739 + Penalty 3172.049753 = -75657.211987
  nChanged 0
		SP:Iteration 12F (6878.770000 sec): 3 clusters
  Score: Raw -78829.261739 + Penalty 3172.049753 = -75657.211987
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.780000 sec): 2 clusters
  Score: Raw -23358.389553 + Penalty 1347.563057 = -22010.826496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.780000 sec): 3 clusters
  Score: Raw -23707.818228 + Penalty 2695.126114 = -21012.692114
  nChanged 35
		SP:Iteration 1F (6878.780000 sec): 3 clusters
  Score: Raw -24170.791126 + Penalty 2695.126114 = -21475.665013
  nChanged 15
		SP:Iteration 2F (6878.780000 sec): 3 clusters
  Score: Raw -24253.421419 + Penalty 2695.126114 = -21558.295305
  nChanged 12
		SP:Iteration 3F (6878.780000 sec): 3 clusters
  Score: Raw -24333.106725 + Penalty 2695.126114 = -21637.980611
  nChanged 9
		SP:Iteration 4Q (6878.780000 sec): 3 clusters
  Score: Raw -24417.047194 + Penalty 2695.126114 = -21721.921080
  nChanged 7
		SP:Iteration 5Q (6878.790000 sec): 3 clusters
  Score: Raw -24530.907989 + Penalty 2695.126114 = -21835.781875
  nChanged 2
		SP:Iteration 6Q (6878.790000 sec): 3 clusters
  Score: Raw -24545.052649 + Penalty 2695.126114 = -21849.926535
  nChanged 0
		SP:Iteration 7F (6878.790000 sec): 3 clusters
  Score: Raw -24545.052649 + Penalty 2695.126114 = -21849.926535
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.790000 sec): 2 clusters
  Score: Raw -33429.954582 + Penalty 1392.055770 = -32037.898812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.790000 sec): 3 clusters
  Score: Raw -33611.620282 + Penalty 2784.111541 = -30827.508742
  nChanged 31
		SP:Iteration 1F (6878.790000 sec): 3 clusters
  Score: Raw -33759.801614 + Penalty 2784.111541 = -30975.690073
  nChanged 8
		SP:Iteration 2Q (6878.790000 sec): 3 clusters
  Score: Raw -33790.861581 + Penalty 2784.111541 = -31006.750040
  nChanged 4
		SP:Iteration 3Q (6878.790000 sec): 3 clusters
  Score: Raw -33813.455786 + Penalty 2784.111541 = -31029.344245
  nChanged 2
		SP:Iteration 4Q (6878.790000 sec): 3 clusters
  Score: Raw -33822.878202 + Penalty 2784.111541 = -31038.766662
  nChanged 1
		SP:Iteration 5Q (6878.790000 sec): 3 clusters
  Score: Raw -33828.573962 + Penalty 2784.111541 = -31044.462421
  nChanged 2
		SP:Iteration 6Q (6878.800000 sec): 3 clusters
  Score: Raw -33844.768733 + Penalty 2784.111541 = -31060.657192
  nChanged 1
		SP:Iteration 7Q (6878.800000 sec): 3 clusters
  Score: Raw -33849.454088 + Penalty 2784.111541 = -31065.342547
  nChanged 1
		SP:Iteration 8Q (6878.800000 sec): 3 clusters
  Score: Raw -33850.845425 + Penalty 2784.111541 = -31066.733884
  nChanged 1
		SP:Iteration 9Q (6878.800000 sec): 3 clusters
  Score: Raw -33852.833021 + Penalty 2784.111541 = -31068.721480
  nChanged 0
		SP:Iteration 10F (6878.800000 sec): 3 clusters
  Score: Raw -33852.833021 + Penalty 2784.111541 = -31068.721480
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.800000 sec): 2 clusters
  Score: Raw -29409.107282 + Penalty 1334.214544 = -28074.892739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.810000 sec): 3 clusters
  Score: Raw -29557.072228 + Penalty 2668.429087 = -26888.643140
  nChanged 26
		SP:Iteration 1F (6878.810000 sec): 3 clusters
  Score: Raw -29672.043033 + Penalty 2668.429087 = -27003.613946
  nChanged 6
		SP:Iteration 2Q (6878.810000 sec): 3 clusters
  Score: Raw -29706.821546 + Penalty 2668.429087 = -27038.392459
  nChanged 4
		SP:Iteration 3Q (6878.810000 sec): 3 clusters
  Score: Raw -29724.647249 + Penalty 2668.429087 = -27056.218162
  nChanged 0
		SP:Iteration 4F (6878.810000 sec): 3 clusters
  Score: Raw -29724.647249 + Penalty 2668.429087 = -27056.218162
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.810000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.810000 sec): 3 clusters
  Score: Raw -55124.107236 + Penalty 2975.472535 = -52148.634701
  nChanged 48
		SP:Iteration 1F (6878.810000 sec): 3 clusters
  Score: Raw -55278.037443 + Penalty 2975.472535 = -52302.564908
  nChanged 22
		SP:Iteration 2F (6878.810000 sec): 3 clusters
  Score: Raw -55350.282821 + Penalty 2975.472535 = -52374.810287
  nChanged 9
		SP:Iteration 3Q (6878.820000 sec): 3 clusters
  Score: Raw -55380.514574 + Penalty 2975.472535 = -52405.042039
  nChanged 3
		SP:Iteration 4Q (6878.820000 sec): 3 clusters
  Score: Raw -55390.687462 + Penalty 2975.472535 = -52415.214927
  nChanged 2
		SP:Iteration 5Q (6878.820000 sec): 3 clusters
  Score: Raw -55392.581236 + Penalty 2975.472535 = -52417.108702
  nChanged 2
		SP:Iteration 6Q (6878.820000 sec): 3 clusters
  Score: Raw -55394.949703 + Penalty 2975.472535 = -52419.477168
  nChanged 1
		SP:Iteration 7Q (6878.820000 sec): 3 clusters
  Score: Raw -55396.483738 + Penalty 2975.472535 = -52421.011203
  nChanged 0
		SP:Iteration 8F (6878.830000 sec): 3 clusters
  Score: Raw -55396.483738 + Penalty 2975.472535 = -52421.011203
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.830000 sec): 2 clusters
  Score: Raw -15668.246963 + Penalty 1297.314937 = -14370.932026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.830000 sec): 3 clusters
  Score: Raw -16105.287801 + Penalty 2594.629874 = -13510.657927
  nChanged 38
		SP:Iteration 1F (6878.830000 sec): 3 clusters
  Score: Raw -16363.269419 + Penalty 2594.629874 = -13768.639545
  nChanged 8
		SP:Iteration 2Q (6878.830000 sec): 3 clusters
  Score: Raw -16429.290905 + Penalty 2594.629874 = -13834.661032
  nChanged 4
		SP:Iteration 3Q (6878.830000 sec): 3 clusters
  Score: Raw -16462.951123 + Penalty 2594.629874 = -13868.321249
  nChanged 2
		SP:Iteration 4Q (6878.830000 sec): 3 clusters
  Score: Raw -16472.849595 + Penalty 2594.629874 = -13878.219721
  nChanged 2
		SP:Iteration 5Q (6878.830000 sec): 3 clusters
  Score: Raw -16479.131685 + Penalty 2594.629874 = -13884.501811
  nChanged 0
		SP:Iteration 6F (6878.830000 sec): 3 clusters
  Score: Raw -16479.131685 + Penalty 2594.629874 = -13884.501811
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.830000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.840000 sec): 3 clusters
  Score: Raw -29582.283201 + Penalty 2686.385799 = -26895.897402
  nChanged 16
		SP:Iteration 1F (6878.840000 sec): 3 clusters
  Score: Raw -29650.240106 + Penalty 2686.385799 = -26963.854307
  nChanged 7
		SP:Iteration 2Q (6878.840000 sec): 3 clusters
  Score: Raw -29685.218771 + Penalty 2686.385799 = -26998.832971
  nChanged 4
		SP:Iteration 3Q (6878.840000 sec): 3 clusters
  Score: Raw -29701.682175 + Penalty 2686.385799 = -27015.296375
  nChanged 2
		SP:Iteration 4Q (6878.840000 sec): 3 clusters
  Score: Raw -29710.982802 + Penalty 2686.385799 = -27024.597003
  nChanged 1
		SP:Iteration 5Q (6878.840000 sec): 3 clusters
  Score: Raw -29715.546681 + Penalty 2686.385799 = -27029.160882
  nChanged 1
		SP:Iteration 6Q (6878.840000 sec): 3 clusters
  Score: Raw -29721.317445 + Penalty 2686.385799 = -27034.931645
  nChanged 3
		SP:Iteration 7Q (6878.840000 sec): 3 clusters
  Score: Raw -29750.545350 + Penalty 2686.385799 = -27064.159551
  nChanged 2
		SP:Iteration 8Q (6878.840000 sec): 3 clusters
  Score: Raw -29800.881745 + Penalty 2686.385799 = -27114.495945
  nChanged 3
		SP:Iteration 9Q (6878.840000 sec): 3 clusters
  Score: Raw -29880.506269 + Penalty 2686.385799 = -27194.120469
  nChanged 3
		SP:Iteration 10Q (6878.850000 sec): 3 clusters
  Score: Raw -29891.463437 + Penalty 2686.385799 = -27205.077637
  nChanged 1
		SP:Iteration 11Q (6878.850000 sec): 3 clusters
  Score: Raw -29896.489125 + Penalty 2686.385799 = -27210.103325
  nChanged 0
		SP:Iteration 12F (6878.850000 sec): 3 clusters
  Score: Raw -29896.489125 + Penalty 2686.385799 = -27210.103325
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (340 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.850000 sec): 2 clusters
  Score: Raw -45830.392090 + Penalty 1445.578513 = -44384.813577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.850000 sec): 3 clusters
  Score: Raw -45981.500172 + Penalty 2891.157026 = -43090.343145
  nChanged 58
		SP:Iteration 1F (6878.850000 sec): 3 clusters
  Score: Raw -46148.597039 + Penalty 2891.157026 = -43257.440013
  nChanged 19
		SP:Iteration 2F (6878.850000 sec): 3 clusters
  Score: Raw -46216.760215 + Penalty 2891.157026 = -43325.603189
  nChanged 9
		SP:Iteration 3Q (6878.850000 sec): 3 clusters
  Score: Raw -46251.162957 + Penalty 2891.157026 = -43360.005931
  nChanged 9
		SP:Iteration 4Q (6878.850000 sec): 3 clusters
  Score: Raw -46281.731856 + Penalty 2891.157026 = -43390.574830
  nChanged 3
		SP:Iteration 5Q (6878.860000 sec): 3 clusters
  Score: Raw -46290.448335 + Penalty 2891.157026 = -43399.291309
  nChanged 0
		SP:Iteration 6F (6878.860000 sec): 3 clusters
  Score: Raw -46290.448335 + Penalty 2891.157026 = -43399.291309
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.860000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.860000 sec): 3 clusters
  Score: Raw -55269.599637 + Penalty 3005.325105 = -52264.274532
  nChanged 80
		SP:Iteration 1F (6878.870000 sec): 3 clusters
  Score: Raw -55459.287361 + Penalty 3005.325105 = -52453.962256
  nChanged 20
		SP:Iteration 2Q (6878.870000 sec): 3 clusters
  Score: Raw -55507.428886 + Penalty 3005.325105 = -52502.103781
  nChanged 5
		SP:Iteration 3Q (6878.870000 sec): 3 clusters
  Score: Raw -55519.514223 + Penalty 3005.325105 = -52514.189118
  nChanged 0
		SP:Iteration 4F (6878.870000 sec): 3 clusters
  Score: Raw -55519.514223 + Penalty 3005.325105 = -52514.189118
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 38 (221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.870000 sec): 2 clusters
  Score: Raw -26010.390594 + Penalty 1338.744350 = -24671.646244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.870000 sec): 3 clusters
  Score: Raw -26576.981537 + Penalty 2677.488700 = -23899.492837
  nChanged 49
		SP:Iteration 1F (6878.870000 sec): 3 clusters
  Score: Raw -27075.006120 + Penalty 2677.488700 = -24397.517420
  nChanged 22
		SP:Iteration 2F (6878.880000 sec): 3 clusters
  Score: Raw -27334.015069 + Penalty 2677.488700 = -24656.526369
  nChanged 4
		SP:Iteration 3Q (6878.880000 sec): 3 clusters
  Score: Raw -27422.391646 + Penalty 2677.488700 = -24744.902946
  nChanged 1
		SP:Iteration 4Q (6878.880000 sec): 3 clusters
  Score: Raw -27474.309489 + Penalty 2677.488700 = -24796.820789
  nChanged 0
		SP:Iteration 5F (6878.880000 sec): 3 clusters
  Score: Raw -27474.309489 + Penalty 2677.488700 = -24796.820789
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 39.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.890000 sec): 2 clusters
  Score: Raw -68776.888008 + Penalty 1547.588410 = -67229.299598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.890000 sec): 3 clusters
  Score: Raw -68815.567442 + Penalty 3095.176819 = -65720.390622
  nChanged 94
		SP:Iteration 1F (6878.890000 sec): 3 clusters
  Score: Raw -69014.725352 + Penalty 3095.176819 = -65919.548533
  nChanged 28
		SP:Iteration 2F (6878.890000 sec): 3 clusters
  Score: Raw -69072.777916 + Penalty 3095.176819 = -65977.601096
  nChanged 9
		SP:Iteration 3Q (6878.890000 sec): 3 clusters
  Score: Raw -69122.073334 + Penalty 3095.176819 = -66026.896515
  nChanged 6
		SP:Iteration 4Q (6878.890000 sec): 3 clusters
  Score: Raw -69151.739974 + Penalty 3095.176819 = -66056.563155
  nChanged 11
		SP:Iteration 5Q (6878.900000 sec): 3 clusters
  Score: Raw -69175.315989 + Penalty 3095.176819 = -66080.139170
  nChanged 6
		SP:Iteration 6Q (6878.900000 sec): 3 clusters
  Score: Raw -69190.877394 + Penalty 3095.176819 = -66095.700575
  nChanged 6
		SP:Iteration 7Q (6878.900000 sec): 3 clusters
  Score: Raw -69207.911336 + Penalty 3095.176819 = -66112.734516
  nChanged 6
		SP:Iteration 8Q (6878.900000 sec): 3 clusters
  Score: Raw -69220.254433 + Penalty 3095.176819 = -66125.077614
  nChanged 3
		SP:Iteration 9Q (6878.900000 sec): 3 clusters
  Score: Raw -69223.813899 + Penalty 3095.176819 = -66128.637080
  nChanged 1
		SP:Iteration 10Q (6878.910000 sec): 3 clusters
  Score: Raw -69225.507556 + Penalty 3095.176819 = -66130.330737
  nChanged 2
		SP:Iteration 11Q (6878.910000 sec): 3 clusters
  Score: Raw -69229.621041 + Penalty 3095.176819 = -66134.444222
  nChanged 2
		SP:Iteration 12Q (6878.910000 sec): 3 clusters
  Score: Raw -69233.711908 + Penalty 3095.176819 = -66138.535088
  nChanged 1
		SP:Iteration 13Q (6878.910000 sec): 3 clusters
  Score: Raw -69235.138960 + Penalty 3095.176819 = -66139.962141
  nChanged 0
		SP:Iteration 14F (6878.910000 sec): 3 clusters
  Score: Raw -69235.138960 + Penalty 3095.176819 = -66139.962141
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.910000 sec): 2 clusters
  Score: Raw -8501.333831 + Penalty 1165.719131 = -7335.614700
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.910000 sec): 3 clusters
  Score: Raw -8965.572607 + Penalty 2331.438261 = -6634.134345
  nChanged 17
		SP:Iteration 1F (6878.910000 sec): 3 clusters
  Score: Raw -9176.263213 + Penalty 2331.438261 = -6844.824952
  nChanged 2
		SP:Iteration 2Q (6878.920000 sec): 3 clusters
  Score: Raw -9183.971930 + Penalty 2331.438261 = -6852.533668
  nChanged 1
		SP:Iteration 3Q (6878.920000 sec): 3 clusters
  Score: Raw -9188.098291 + Penalty 2331.438261 = -6856.660029
  nChanged 0
		SP:Iteration 4F (6878.920000 sec): 3 clusters
  Score: Raw -9188.098291 + Penalty 2331.438261 = -6856.660029
  nChanged 0
Deleting Class 38 (54 points): Lose 1430.415500 but Gain 3374.686117
Iteration 219Q (6889.910000 sec): 41 clusters
  Score: Raw -117643091.178496 + Penalty 134987.444692 = -117508103.733804
  nChanged 55
Iteration 220F (6931.100000 sec): 41 clusters
  Score: Raw -117643727.038848 + Penalty 134987.444692 = -117508739.594156
  nChanged 30
Iteration 221Q (6941.630000 sec): 41 clusters
  Score: Raw -117644800.423385 + Penalty 134987.444692 = -117509812.978693
  nChanged 20
Iteration 222Q (6952.140000 sec): 41 clusters
  Score: Raw -117645034.635454 + Penalty 134987.444692 = -117510047.190762
  nChanged 9
Iteration 223Q (6962.660000 sec): 41 clusters
  Score: Raw -117645118.159082 + Penalty 134987.444692 = -117510130.714390
  nChanged 2
Iteration 224Q (6973.180000 sec): 41 clusters
  Score: Raw -117645124.365396 + Penalty 134987.444692 = -117510136.920704
  nChanged 0
Iteration 225F (7014.180000 sec): 41 clusters
  Score: Raw -117653595.440099 + Penalty 134987.444692 = -117518607.995408
  nChanged 181
Iteration 226Q (7024.740000 sec): 41 clusters
  Score: Raw -117660112.841254 + Penalty 134987.444692 = -117525125.396563
  nChanged 17
Iteration 227Q (7035.290000 sec): 41 clusters
  Score: Raw -117660496.471242 + Penalty 134987.444692 = -117525509.026550
  nChanged 4
Iteration 228Q (7045.840000 sec): 41 clusters
  Score: Raw -117660845.859242 + Penalty 134987.444692 = -117525858.414550
  nChanged 5
Iteration 229Q (7056.380000 sec): 41 clusters
  Score: Raw -117661022.867899 + Penalty 134987.444692 = -117526035.423207
  nChanged 7
Iteration 230Q (7066.930000 sec): 41 clusters
  Score: Raw -117661148.848747 + Penalty 134987.444692 = -117526161.404055
  nChanged 3
Iteration 231Q (7077.500000 sec): 41 clusters
  Score: Raw -117661222.762734 + Penalty 134987.444692 = -117526235.318042
  nChanged 3
Iteration 232Q (7088.110000 sec): 41 clusters
  Score: Raw -117661255.311575 + Penalty 134987.444692 = -117526267.866883
  nChanged 2
Iteration 233Q (7098.660000 sec): 41 clusters
  Score: Raw -117661266.570968 + Penalty 134987.444692 = -117526279.126276
  nChanged 2
Iteration 234Q (7109.200000 sec): 41 clusters
  Score: Raw -117661277.183817 + Penalty 134987.444692 = -117526289.739125
  nChanged 9
Iteration 235Q (7119.720000 sec): 41 clusters
  Score: Raw -117661284.778266 + Penalty 134987.444692 = -117526297.333574
  nChanged 4
Iteration 236Q (7130.270000 sec): 41 clusters
  Score: Raw -117661284.930201 + Penalty 134987.444692 = -117526297.485509
  nChanged 7
Iteration 237Q (7140.810000 sec): 41 clusters
  Score: Raw -117661285.148644 + Penalty 134987.444692 = -117526297.703952
  nChanged 6
Iteration 238Q (7151.350000 sec): 41 clusters
  Score: Raw -117661285.304453 + Penalty 134987.444692 = -117526297.859761
  nChanged 7
Iteration 239Q (7161.890000 sec): 41 clusters
  Score: Raw -117661285.490775 + Penalty 134987.444692 = -117526298.046083
  nChanged 9
Iteration 240F (7203.320000 sec): 41 clusters
  Score: Raw -117662160.994528 + Penalty 134987.444692 = -117527173.549836
  nChanged 33
Iteration 241Q (7213.870000 sec): 41 clusters
  Score: Raw -117663217.850180 + Penalty 134987.444692 = -117528230.405488
  nChanged 15
Iteration 242Q (7224.420000 sec): 41 clusters
  Score: Raw -117663463.083844 + Penalty 134987.444692 = -117528475.639152
  nChanged 11
Iteration 243Q (7234.940000 sec): 41 clusters
  Score: Raw -117663563.737606 + Penalty 134987.444692 = -117528576.292914
  nChanged 16
Iteration 244Q (7245.450000 sec): 41 clusters
  Score: Raw -117663565.774934 + Penalty 134987.444692 = -117528578.330242
  nChanged 12
Iteration 245Q (7255.950000 sec): 41 clusters
  Score: Raw -117663619.412241 + Penalty 134987.444692 = -117528631.967549
  nChanged 14
Iteration 246Q (7266.460000 sec): 41 clusters
  Score: Raw -117663619.848489 + Penalty 134987.444692 = -117528632.403797
  nChanged 12
Iteration 247Q (7276.990000 sec): 41 clusters
  Score: Raw -117663620.247713 + Penalty 134987.444692 = -117528632.803021
  nChanged 17
Iteration 248Q (7287.510000 sec): 41 clusters
  Score: Raw -117663620.869099 + Penalty 134987.444692 = -117528633.424407
  nChanged 12
Iteration 249Q (7298.040000 sec): 41 clusters
  Score: Raw -117663621.234041 + Penalty 134987.444692 = -117528633.789349
  nChanged 8
Iteration 250Q (7308.570000 sec): 41 clusters
  Score: Raw -117663621.638630 + Penalty 134987.444692 = -117528634.193938
  nChanged 13
Iteration 251Q (7319.090000 sec): 41 clusters
  Score: Raw -117663622.137489 + Penalty 134987.444692 = -117528634.692797
  nChanged 11
Iteration 252Q (7329.610000 sec): 41 clusters
  Score: Raw -117663622.593287 + Penalty 134987.444692 = -117528635.148595
  nChanged 15
Iteration 253Q (7340.120000 sec): 41 clusters
  Score: Raw -117663623.107963 + Penalty 134987.444692 = -117528635.663271
  nChanged 19
Iteration 254Q (7350.630000 sec): 41 clusters
  Score: Raw -117663623.637501 + Penalty 134987.444692 = -117528636.192809
  nChanged 16
Iteration 255Q (7361.140000 sec): 41 clusters
  Score: Raw -117663624.096819 + Penalty 134987.444692 = -117528636.652127
  nChanged 23
Iteration 256Q (7371.650000 sec): 41 clusters
  Score: Raw -117663624.687117 + Penalty 134987.444692 = -117528637.242425
  nChanged 29
Iteration 257Q (7382.150000 sec): 41 clusters
  Score: Raw -117663625.532904 + Penalty 134987.444692 = -117528638.088212
  nChanged 37
Iteration 258Q (7392.650000 sec): 41 clusters
  Score: Raw -117663626.720765 + Penalty 134987.444692 = -117528639.276073
  nChanged 25
Writing temp clu file 
Because OldScore, -117528638.088212, is greater than current (better) Score,-117528639.276073 
 Compute initial score before splitting:   Score: Raw -117663626.720765 + Penalty 134987.444692 = -117528639.276073
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7392.810000 sec): 2 clusters
  Score: Raw -1048183.648990 + Penalty 2200.863096 = -1045982.785895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7392.830000 sec): 3 clusters
  Score: Raw -1044459.608100 + Penalty 4401.726192 = -1040057.881908
  nChanged 2869
		SP:Iteration 1F (7392.850000 sec): 3 clusters
  Score: Raw -1046066.972284 + Penalty 4401.726192 = -1041665.246092
  nChanged 545
		SP:Iteration 2F (7392.880000 sec): 3 clusters
  Score: Raw -1046379.492475 + Penalty 4401.726192 = -1041977.766283
  nChanged 383
		SP:Iteration 3F (7392.900000 sec): 3 clusters
  Score: Raw -1046562.269793 + Penalty 4401.726192 = -1042160.543601
  nChanged 270
		SP:Iteration 4Q (7392.930000 sec): 3 clusters
  Score: Raw -1046685.411668 + Penalty 4401.726192 = -1042283.685476
  nChanged 215
		SP:Iteration 5Q (7392.950000 sec): 3 clusters
  Score: Raw -1046775.587833 + Penalty 4401.726192 = -1042373.861642
  nChanged 200
		SP:Iteration 6Q (7392.970000 sec): 3 clusters
  Score: Raw -1046855.496578 + Penalty 4401.726192 = -1042453.770386
  nChanged 165
		SP:Iteration 7Q (7393.000000 sec): 3 clusters
  Score: Raw -1046930.223948 + Penalty 4401.726192 = -1042528.497756
  nChanged 156
		SP:Iteration 8Q (7393.020000 sec): 3 clusters
  Score: Raw -1047006.711285 + Penalty 4401.726192 = -1042604.985093
  nChanged 166
		SP:Iteration 9Q (7393.050000 sec): 3 clusters
  Score: Raw -1047081.667701 + Penalty 4401.726192 = -1042679.941510
  nChanged 162
		SP:Iteration 10Q (7393.070000 sec): 3 clusters
  Score: Raw -1047164.449345 + Penalty 4401.726192 = -1042762.723153
  nChanged 162
		SP:Iteration 11Q (7393.100000 sec): 3 clusters
  Score: Raw -1047253.108422 + Penalty 4401.726192 = -1042851.382231
  nChanged 165
		SP:Iteration 12Q (7393.120000 sec): 3 clusters
  Score: Raw -1047342.895466 + Penalty 4401.726192 = -1042941.169275
  nChanged 182
		SP:Iteration 13Q (7393.140000 sec): 3 clusters
  Score: Raw -1047436.036234 + Penalty 4401.726192 = -1043034.310042
  nChanged 194
		SP:Iteration 14Q (7393.170000 sec): 3 clusters
  Score: Raw -1047535.603100 + Penalty 4401.726192 = -1043133.876908
  nChanged 164
		SP:Iteration 15Q (7393.190000 sec): 3 clusters
  Score: Raw -1047623.850673 + Penalty 4401.726192 = -1043222.124482
  nChanged 182
		SP:Iteration 16Q (7393.210000 sec): 3 clusters
  Score: Raw -1047724.559359 + Penalty 4401.726192 = -1043322.833167
  nChanged 187
		SP:Iteration 17Q (7393.240000 sec): 3 clusters
  Score: Raw -1047816.658251 + Penalty 4401.726192 = -1043414.932059
  nChanged 158
		SP:Iteration 18Q (7393.260000 sec): 3 clusters
  Score: Raw -1047893.983914 + Penalty 4401.726192 = -1043492.257722
  nChanged 130
		SP:Iteration 19Q (7393.290000 sec): 3 clusters
  Score: Raw -1047963.362492 + Penalty 4401.726192 = -1043561.636300
  nChanged 129
		SP:Iteration 20F (7393.310000 sec): 3 clusters
  Score: Raw -1048028.541789 + Penalty 4401.726192 = -1043626.815597
  nChanged 122
		SP:Iteration 21Q (7393.330000 sec): 3 clusters
  Score: Raw -1048088.760701 + Penalty 4401.726192 = -1043687.034509
  nChanged 108
		SP:Iteration 22Q (7393.350000 sec): 3 clusters
  Score: Raw -1048133.044848 + Penalty 4401.726192 = -1043731.318656
  nChanged 89
		SP:Iteration 23Q (7393.380000 sec): 3 clusters
  Score: Raw -1048166.190366 + Penalty 4401.726192 = -1043764.464174
  nChanged 71
		SP:Iteration 24Q (7393.400000 sec): 3 clusters
  Score: Raw -1048194.423077 + Penalty 4401.726192 = -1043792.696885
  nChanged 81
		SP:Iteration 25Q (7393.430000 sec): 3 clusters
  Score: Raw -1048221.852523 + Penalty 4401.726192 = -1043820.126331
  nChanged 62
		SP:Iteration 26Q (7393.450000 sec): 3 clusters
  Score: Raw -1048243.700589 + Penalty 4401.726192 = -1043841.974398
  nChanged 57
		SP:Iteration 27Q (7393.470000 sec): 3 clusters
  Score: Raw -1048262.787840 + Penalty 4401.726192 = -1043861.061648
  nChanged 54
		SP:Iteration 28Q (7393.490000 sec): 3 clusters
  Score: Raw -1048285.462133 + Penalty 4401.726192 = -1043883.735942
  nChanged 55
		SP:Iteration 29Q (7393.510000 sec): 3 clusters
  Score: Raw -1048303.952921 + Penalty 4401.726192 = -1043902.226729
  nChanged 38
		SP:Iteration 30Q (7393.540000 sec): 3 clusters
  Score: Raw -1048320.821833 + Penalty 4401.726192 = -1043919.095642
  nChanged 49
		SP:Iteration 31Q (7393.560000 sec): 3 clusters
  Score: Raw -1048348.275195 + Penalty 4401.726192 = -1043946.549003
  nChanged 62
		SP:Iteration 32Q (7393.580000 sec): 3 clusters
  Score: Raw -1048377.641748 + Penalty 4401.726192 = -1043975.915556
  nChanged 60
		SP:Iteration 33Q (7393.610000 sec): 3 clusters
  Score: Raw -1048405.079214 + Penalty 4401.726192 = -1044003.353022
  nChanged 53
		SP:Iteration 34Q (7393.630000 sec): 3 clusters
  Score: Raw -1048431.328182 + Penalty 4401.726192 = -1044029.601990
  nChanged 62
		SP:Iteration 35Q (7393.650000 sec): 3 clusters
  Score: Raw -1048456.718481 + Penalty 4401.726192 = -1044054.992289
  nChanged 61
		SP:Iteration 36Q (7393.670000 sec): 3 clusters
  Score: Raw -1048482.854201 + Penalty 4401.726192 = -1044081.128009
  nChanged 53
		SP:Iteration 37Q (7393.690000 sec): 3 clusters
  Score: Raw -1048510.235651 + Penalty 4401.726192 = -1044108.509459
  nChanged 47
		SP:Iteration 38Q (7393.720000 sec): 3 clusters
  Score: Raw -1048528.941485 + Penalty 4401.726192 = -1044127.215294
  nChanged 42
		SP:Iteration 39Q (7393.740000 sec): 3 clusters
  Score: Raw -1048545.039166 + Penalty 4401.726192 = -1044143.312974
  nChanged 40
		SP:Iteration 40F (7393.760000 sec): 3 clusters
  Score: Raw -1048559.846699 + Penalty 4401.726192 = -1044158.120508
  nChanged 36
		SP:Iteration 41Q (7393.790000 sec): 3 clusters
  Score: Raw -1048572.266606 + Penalty 4401.726192 = -1044170.540414
  nChanged 39
		SP:Iteration 42Q (7393.810000 sec): 3 clusters
  Score: Raw -1048586.800251 + Penalty 4401.726192 = -1044185.074059
  nChanged 40
		SP:Iteration 43Q (7393.830000 sec): 3 clusters
  Score: Raw -1048604.208298 + Penalty 4401.726192 = -1044202.482106
  nChanged 41
		SP:Iteration 44Q (7393.850000 sec): 3 clusters
  Score: Raw -1048619.825097 + Penalty 4401.726192 = -1044218.098905
  nChanged 42
		SP:Iteration 45Q (7393.870000 sec): 3 clusters
  Score: Raw -1048632.757332 + Penalty 4401.726192 = -1044231.031140
  nChanged 29
		SP:Iteration 46Q (7393.890000 sec): 3 clusters
  Score: Raw -1048645.128812 + Penalty 4401.726192 = -1044243.402621
  nChanged 32
		SP:Iteration 47Q (7393.910000 sec): 3 clusters
  Score: Raw -1048655.072273 + Penalty 4401.726192 = -1044253.346082
  nChanged 29
		SP:Iteration 48Q (7393.940000 sec): 3 clusters
  Score: Raw -1048664.045836 + Penalty 4401.726192 = -1044262.319644
  nChanged 30
		SP:Iteration 49Q (7393.960000 sec): 3 clusters
  Score: Raw -1048673.183209 + Penalty 4401.726192 = -1044271.457017
  nChanged 24
		SP:Iteration 50Q (7393.980000 sec): 3 clusters
  Score: Raw -1048680.016158 + Penalty 4401.726192 = -1044278.289967
  nChanged 17
		SP:Iteration 51Q (7394.000000 sec): 3 clusters
  Score: Raw -1048684.884720 + Penalty 4401.726192 = -1044283.158528
  nChanged 13
		SP:Iteration 52Q (7394.030000 sec): 3 clusters
  Score: Raw -1048688.405899 + Penalty 4401.726192 = -1044286.679708
  nChanged 17
		SP:Iteration 53Q (7394.050000 sec): 3 clusters
  Score: Raw -1048692.305735 + Penalty 4401.726192 = -1044290.579543
  nChanged 10
		SP:Iteration 54Q (7394.070000 sec): 3 clusters
  Score: Raw -1048695.046798 + Penalty 4401.726192 = -1044293.320606
  nChanged 4
		SP:Iteration 55Q (7394.090000 sec): 3 clusters
  Score: Raw -1048695.672596 + Penalty 4401.726192 = -1044293.946405
  nChanged 2
		SP:Iteration 56Q (7394.110000 sec): 3 clusters
  Score: Raw -1048695.873303 + Penalty 4401.726192 = -1044294.147111
  nChanged 2
		SP:Iteration 57Q (7394.130000 sec): 3 clusters
  Score: Raw -1048696.350764 + Penalty 4401.726192 = -1044294.624572
  nChanged 5
		SP:Iteration 58Q (7394.150000 sec): 3 clusters
  Score: Raw -1048697.320298 + Penalty 4401.726192 = -1044295.594107
  nChanged 6
		SP:Iteration 59Q (7394.170000 sec): 3 clusters
  Score: Raw -1048699.118474 + Penalty 4401.726192 = -1044297.392282
  nChanged 10
		SP:Iteration 60F (7394.200000 sec): 3 clusters
  Score: Raw -1048701.419108 + Penalty 4401.726192 = -1044299.692917
  nChanged 9
		SP:Iteration 61Q (7394.220000 sec): 3 clusters
  Score: Raw -1048703.178791 + Penalty 4401.726192 = -1044301.452600
  nChanged 1
		SP:Iteration 62Q (7394.240000 sec): 3 clusters
  Score: Raw -1048703.312462 + Penalty 4401.726192 = -1044301.586270
  nChanged 1
		SP:Iteration 63Q (7394.260000 sec): 3 clusters
  Score: Raw -1048703.472538 + Penalty 4401.726192 = -1044301.746346
  nChanged 1
		SP:Iteration 64Q (7394.290000 sec): 3 clusters
  Score: Raw -1048703.535017 + Penalty 4401.726192 = -1044301.808826
  nChanged 1
		SP:Iteration 65Q (7394.310000 sec): 3 clusters
  Score: Raw -1048703.803615 + Penalty 4401.726192 = -1044302.077423
  nChanged 3
		SP:Iteration 66Q (7394.330000 sec): 3 clusters
  Score: Raw -1048704.323858 + Penalty 4401.726192 = -1044302.597667
  nChanged 3
		SP:Iteration 67Q (7394.350000 sec): 3 clusters
  Score: Raw -1048704.909340 + Penalty 4401.726192 = -1044303.183148
  nChanged 1
		SP:Iteration 68Q (7394.370000 sec): 3 clusters
  Score: Raw -1048705.097189 + Penalty 4401.726192 = -1044303.370997
  nChanged 1
		SP:Iteration 69Q (7394.390000 sec): 3 clusters
  Score: Raw -1048705.208347 + Penalty 4401.726192 = -1044303.482156
  nChanged 2
		SP:Iteration 70Q (7394.410000 sec): 3 clusters
  Score: Raw -1048705.807368 + Penalty 4401.726192 = -1044304.081177
  nChanged 3
		SP:Iteration 71Q (7394.430000 sec): 3 clusters
  Score: Raw -1048706.594998 + Penalty 4401.726192 = -1044304.868806
  nChanged 2
		SP:Iteration 72Q (7394.460000 sec): 3 clusters
  Score: Raw -1048706.861786 + Penalty 4401.726192 = -1044305.135594
  nChanged 2
		SP:Iteration 73Q (7394.480000 sec): 3 clusters
  Score: Raw -1048707.025111 + Penalty 4401.726192 = -1044305.298920
  nChanged 2
		SP:Iteration 74Q (7394.500000 sec): 3 clusters
  Score: Raw -1048707.393918 + Penalty 4401.726192 = -1044305.667726
  nChanged 2
		SP:Iteration 75Q (7394.520000 sec): 3 clusters
  Score: Raw -1048707.889482 + Penalty 4401.726192 = -1044306.163290
  nChanged 2
		SP:Iteration 76Q (7394.540000 sec): 3 clusters
  Score: Raw -1048708.218433 + Penalty 4401.726192 = -1044306.492241
  nChanged 1
		SP:Iteration 77Q (7394.560000 sec): 3 clusters
  Score: Raw -1048708.307141 + Penalty 4401.726192 = -1044306.580949
  nChanged 1
		SP:Iteration 78Q (7394.590000 sec): 3 clusters
  Score: Raw -1048708.496705 + Penalty 4401.726192 = -1044306.770513
  nChanged 0
		SP:Iteration 79F (7394.610000 sec): 3 clusters
  Score: Raw -1048708.496705 + Penalty 4401.726192 = -1044306.770513
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7394.630000 sec): 2 clusters
  Score: Raw -1079020.205459 + Penalty 2211.692436 = -1076808.513024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7394.660000 sec): 3 clusters
  Score: Raw -1075140.122338 + Penalty 4423.384871 = -1070716.737466
  nChanged 3000
		SP:Iteration 1F (7394.690000 sec): 3 clusters
  Score: Raw -1076798.949593 + Penalty 4423.384871 = -1072375.564722
  nChanged 507
		SP:Iteration 2F (7394.710000 sec): 3 clusters
  Score: Raw -1077066.763519 + Penalty 4423.384871 = -1072643.378648
  nChanged 367
		SP:Iteration 3Q (7394.730000 sec): 3 clusters
  Score: Raw -1077264.675119 + Penalty 4423.384871 = -1072841.290248
  nChanged 297
		SP:Iteration 4Q (7394.760000 sec): 3 clusters
  Score: Raw -1077400.206137 + Penalty 4423.384871 = -1072976.821266
  nChanged 211
		SP:Iteration 5Q (7394.790000 sec): 3 clusters
  Score: Raw -1077498.860018 + Penalty 4423.384871 = -1073075.475147
  nChanged 192
		SP:Iteration 6Q (7394.810000 sec): 3 clusters
  Score: Raw -1077587.964384 + Penalty 4423.384871 = -1073164.579513
  nChanged 199
		SP:Iteration 7Q (7394.840000 sec): 3 clusters
  Score: Raw -1077682.434252 + Penalty 4423.384871 = -1073259.049381
  nChanged 209
		SP:Iteration 8Q (7394.860000 sec): 3 clusters
  Score: Raw -1077790.377571 + Penalty 4423.384871 = -1073366.992700
  nChanged 221
		SP:Iteration 9Q (7394.890000 sec): 3 clusters
  Score: Raw -1077898.230467 + Penalty 4423.384871 = -1073474.845596
  nChanged 191
		SP:Iteration 10Q (7394.910000 sec): 3 clusters
  Score: Raw -1077984.253370 + Penalty 4423.384871 = -1073560.868499
  nChanged 178
		SP:Iteration 11Q (7394.940000 sec): 3 clusters
  Score: Raw -1078074.750752 + Penalty 4423.384871 = -1073651.365881
  nChanged 195
		SP:Iteration 12Q (7394.970000 sec): 3 clusters
  Score: Raw -1078186.051737 + Penalty 4423.384871 = -1073762.666866
  nChanged 196
		SP:Iteration 13Q (7394.990000 sec): 3 clusters
  Score: Raw -1078299.937618 + Penalty 4423.384871 = -1073876.552747
  nChanged 206
		SP:Iteration 14Q (7395.010000 sec): 3 clusters
  Score: Raw -1078422.304873 + Penalty 4423.384871 = -1073998.920002
  nChanged 200
		SP:Iteration 15Q (7395.040000 sec): 3 clusters
  Score: Raw -1078523.961117 + Penalty 4423.384871 = -1074100.576245
  nChanged 161
		SP:Iteration 16Q (7395.070000 sec): 3 clusters
  Score: Raw -1078614.561592 + Penalty 4423.384871 = -1074191.176721
  nChanged 171
		SP:Iteration 17Q (7395.090000 sec): 3 clusters
  Score: Raw -1078717.199043 + Penalty 4423.384871 = -1074293.814172
  nChanged 162
		SP:Iteration 18Q (7395.110000 sec): 3 clusters
  Score: Raw -1078813.045410 + Penalty 4423.384871 = -1074389.660539
  nChanged 137
		SP:Iteration 19Q (7395.140000 sec): 3 clusters
  Score: Raw -1078891.047767 + Penalty 4423.384871 = -1074467.662896
  nChanged 129
		SP:Iteration 20F (7395.170000 sec): 3 clusters
  Score: Raw -1078961.751300 + Penalty 4423.384871 = -1074538.366429
  nChanged 112
		SP:Iteration 21Q (7395.190000 sec): 3 clusters
  Score: Raw -1079027.967336 + Penalty 4423.384871 = -1074604.582465
  nChanged 114
		SP:Iteration 22Q (7395.210000 sec): 3 clusters
  Score: Raw -1079089.918630 + Penalty 4423.384871 = -1074666.533759
  nChanged 107
		SP:Iteration 23Q (7395.230000 sec): 3 clusters
  Score: Raw -1079143.342998 + Penalty 4423.384871 = -1074719.958127
  nChanged 88
		SP:Iteration 24Q (7395.260000 sec): 3 clusters
  Score: Raw -1079182.880930 + Penalty 4423.384871 = -1074759.496059
  nChanged 76
		SP:Iteration 25Q (7395.280000 sec): 3 clusters
  Score: Raw -1079213.998541 + Penalty 4423.384871 = -1074790.613670
  nChanged 62
		SP:Iteration 26Q (7395.310000 sec): 3 clusters
  Score: Raw -1079240.194419 + Penalty 4423.384871 = -1074816.809548
  nChanged 57
		SP:Iteration 27Q (7395.330000 sec): 3 clusters
  Score: Raw -1079263.352154 + Penalty 4423.384871 = -1074839.967283
  nChanged 52
		SP:Iteration 28Q (7395.350000 sec): 3 clusters
  Score: Raw -1079284.226465 + Penalty 4423.384871 = -1074860.841594
  nChanged 57
		SP:Iteration 29Q (7395.370000 sec): 3 clusters
  Score: Raw -1079303.449322 + Penalty 4423.384871 = -1074880.064451
  nChanged 44
		SP:Iteration 30Q (7395.390000 sec): 3 clusters
  Score: Raw -1079318.911161 + Penalty 4423.384871 = -1074895.526290
  nChanged 36
		SP:Iteration 31Q (7395.420000 sec): 3 clusters
  Score: Raw -1079331.427787 + Penalty 4423.384871 = -1074908.042916
  nChanged 30
		SP:Iteration 32Q (7395.440000 sec): 3 clusters
  Score: Raw -1079341.779637 + Penalty 4423.384871 = -1074918.394766
  nChanged 24
		SP:Iteration 33Q (7395.460000 sec): 3 clusters
  Score: Raw -1079348.560234 + Penalty 4423.384871 = -1074925.175362
  nChanged 17
		SP:Iteration 34Q (7395.490000 sec): 3 clusters
  Score: Raw -1079353.544463 + Penalty 4423.384871 = -1074930.159592
  nChanged 16
		SP:Iteration 35Q (7395.510000 sec): 3 clusters
  Score: Raw -1079357.264371 + Penalty 4423.384871 = -1074933.879500
  nChanged 12
		SP:Iteration 36Q (7395.530000 sec): 3 clusters
  Score: Raw -1079361.469132 + Penalty 4423.384871 = -1074938.084260
  nChanged 9
		SP:Iteration 37Q (7395.550000 sec): 3 clusters
  Score: Raw -1079363.727732 + Penalty 4423.384871 = -1074940.342861
  nChanged 13
		SP:Iteration 38Q (7395.570000 sec): 3 clusters
  Score: Raw -1079366.886509 + Penalty 4423.384871 = -1074943.501638
  nChanged 9
		SP:Iteration 39Q (7395.590000 sec): 3 clusters
  Score: Raw -1079369.212778 + Penalty 4423.384871 = -1074945.827907
  nChanged 8
		SP:Iteration 40F (7395.620000 sec): 3 clusters
  Score: Raw -1079371.323040 + Penalty 4423.384871 = -1074947.938169
  nChanged 5
		SP:Iteration 41Q (7395.640000 sec): 3 clusters
  Score: Raw -1079372.535563 + Penalty 4423.384871 = -1074949.150692
  nChanged 6
		SP:Iteration 42Q (7395.670000 sec): 3 clusters
  Score: Raw -1079374.142658 + Penalty 4423.384871 = -1074950.757787
  nChanged 7
		SP:Iteration 43Q (7395.690000 sec): 3 clusters
  Score: Raw -1079376.736122 + Penalty 4423.384871 = -1074953.351251
  nChanged 11
		SP:Iteration 44Q (7395.710000 sec): 3 clusters
  Score: Raw -1079380.189473 + Penalty 4423.384871 = -1074956.804602
  nChanged 8
		SP:Iteration 45Q (7395.730000 sec): 3 clusters
  Score: Raw -1079382.549157 + Penalty 4423.384871 = -1074959.164286
  nChanged 4
		SP:Iteration 46Q (7395.750000 sec): 3 clusters
  Score: Raw -1079383.294411 + Penalty 4423.384871 = -1074959.909540
  nChanged 2
		SP:Iteration 47Q (7395.770000 sec): 3 clusters
  Score: Raw -1079383.983647 + Penalty 4423.384871 = -1074960.598776
  nChanged 3
		SP:Iteration 48Q (7395.800000 sec): 3 clusters
  Score: Raw -1079384.698005 + Penalty 4423.384871 = -1074961.313134
  nChanged 3
		SP:Iteration 49Q (7395.820000 sec): 3 clusters
  Score: Raw -1079385.337086 + Penalty 4423.384871 = -1074961.952215
  nChanged 5
		SP:Iteration 50Q (7395.840000 sec): 3 clusters
  Score: Raw -1079386.601701 + Penalty 4423.384871 = -1074963.216830
  nChanged 2
		SP:Iteration 51Q (7395.860000 sec): 3 clusters
  Score: Raw -1079387.445515 + Penalty 4423.384871 = -1074964.060643
  nChanged 5
		SP:Iteration 52Q (7395.890000 sec): 3 clusters
  Score: Raw -1079388.593891 + Penalty 4423.384871 = -1074965.209020
  nChanged 5
		SP:Iteration 53Q (7395.910000 sec): 3 clusters
  Score: Raw -1079390.033928 + Penalty 4423.384871 = -1074966.649057
  nChanged 5
		SP:Iteration 54Q (7395.930000 sec): 3 clusters
  Score: Raw -1079391.123577 + Penalty 4423.384871 = -1074967.738706
  nChanged 2
		SP:Iteration 55Q (7395.950000 sec): 3 clusters
  Score: Raw -1079391.572281 + Penalty 4423.384871 = -1074968.187410
  nChanged 3
		SP:Iteration 56Q (7395.970000 sec): 3 clusters
  Score: Raw -1079392.300906 + Penalty 4423.384871 = -1074968.916035
  nChanged 3
		SP:Iteration 57Q (7395.990000 sec): 3 clusters
  Score: Raw -1079392.775387 + Penalty 4423.384871 = -1074969.390516
  nChanged 1
		SP:Iteration 58Q (7396.020000 sec): 3 clusters
  Score: Raw -1079393.050113 + Penalty 4423.384871 = -1074969.665242
  nChanged 1
		SP:Iteration 59Q (7396.040000 sec): 3 clusters
  Score: Raw -1079393.782342 + Penalty 4423.384871 = -1074970.397471
  nChanged 2
		SP:Iteration 60F (7396.070000 sec): 3 clusters
  Score: Raw -1079394.647477 + Penalty 4423.384871 = -1074971.262606
  nChanged 4
		SP:Iteration 61Q (7396.090000 sec): 3 clusters
  Score: Raw -1079395.406434 + Penalty 4423.384871 = -1074972.021563
  nChanged 1
		SP:Iteration 62Q (7396.110000 sec): 3 clusters
  Score: Raw -1079395.873582 + Penalty 4423.384871 = -1074972.488711
  nChanged 1
		SP:Iteration 63Q (7396.130000 sec): 3 clusters
  Score: Raw -1079396.018865 + Penalty 4423.384871 = -1074972.633994
  nChanged 1
		SP:Iteration 64Q (7396.150000 sec): 3 clusters
  Score: Raw -1079396.143786 + Penalty 4423.384871 = -1074972.758915
  nChanged 1
		SP:Iteration 65Q (7396.170000 sec): 3 clusters
  Score: Raw -1079396.352438 + Penalty 4423.384871 = -1074972.967567
  nChanged 2
		SP:Iteration 66Q (7396.200000 sec): 3 clusters
  Score: Raw -1079396.907347 + Penalty 4423.384871 = -1074973.522476
  nChanged 2
		SP:Iteration 67Q (7396.220000 sec): 3 clusters
  Score: Raw -1079397.534065 + Penalty 4423.384871 = -1074974.149194
  nChanged 3
		SP:Iteration 68Q (7396.240000 sec): 3 clusters
  Score: Raw -1079398.510904 + Penalty 4423.384871 = -1074975.126033
  nChanged 4
		SP:Iteration 69Q (7396.260000 sec): 3 clusters
  Score: Raw -1079399.403904 + Penalty 4423.384871 = -1074976.019033
  nChanged 4
		SP:Iteration 70Q (7396.290000 sec): 3 clusters
  Score: Raw -1079400.783390 + Penalty 4423.384871 = -1074977.398519
  nChanged 3
		SP:Iteration 71Q (7396.310000 sec): 3 clusters
  Score: Raw -1079401.745148 + Penalty 4423.384871 = -1074978.360277
  nChanged 1
		SP:Iteration 72Q (7396.330000 sec): 3 clusters
  Score: Raw -1079401.849958 + Penalty 4423.384871 = -1074978.465087
  nChanged 0
		SP:Iteration 73F (7396.350000 sec): 3 clusters
  Score: Raw -1079401.849958 + Penalty 4423.384871 = -1074978.465087
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7396.440000 sec): 2 clusters
  Score: Raw -4018143.892525 + Penalty 2532.321119 = -4015611.571406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7396.530000 sec): 3 clusters
  Score: Raw -4001860.820349 + Penalty 5064.642237 = -3996796.178111
  nChanged 12119
		SP:Iteration 1F (7396.630000 sec): 3 clusters
  Score: Raw -4008396.377028 + Penalty 5064.642237 = -4003331.734791
  nChanged 1341
		SP:Iteration 2Q (7396.720000 sec): 3 clusters
  Score: Raw -4008897.857818 + Penalty 5064.642237 = -4003833.215581
  nChanged 1281
		SP:Iteration 3Q (7396.810000 sec): 3 clusters
  Score: Raw -4009416.321618 + Penalty 5064.642237 = -4004351.679381
  nChanged 1402
		SP:Iteration 4F (7396.910000 sec): 3 clusters
  Score: Raw -4010082.106597 + Penalty 5064.642237 = -4005017.464360
  nChanged 1622
		SP:Iteration 5F (7397.000000 sec): 3 clusters
  Score: Raw -4011074.571191 + Penalty 5064.642237 = -4006009.928954
  nChanged 1993
		SP:Iteration 6F (7397.090000 sec): 3 clusters
  Score: Raw -4012609.768380 + Penalty 5064.642237 = -4007545.126143
  nChanged 2142
		SP:Iteration 7F (7397.190000 sec): 3 clusters
  Score: Raw -4014519.089994 + Penalty 5064.642237 = -4009454.447757
  nChanged 1771
		SP:Iteration 8F (7397.280000 sec): 3 clusters
  Score: Raw -4016233.113041 + Penalty 5064.642237 = -4011168.470804
  nChanged 1212
		SP:Iteration 9Q (7397.370000 sec): 3 clusters
  Score: Raw -4017455.363947 + Penalty 5064.642237 = -4012390.721710
  nChanged 535
		SP:Iteration 10Q (7397.450000 sec): 3 clusters
  Score: Raw -4018001.451066 + Penalty 5064.642237 = -4012936.808828
  nChanged 202
		SP:Iteration 11Q (7397.520000 sec): 3 clusters
  Score: Raw -4018212.296090 + Penalty 5064.642237 = -4013147.653853
  nChanged 76
		SP:Iteration 12Q (7397.590000 sec): 3 clusters
  Score: Raw -4018317.394284 + Penalty 5064.642237 = -4013252.752047
  nChanged 36
		SP:Iteration 13Q (7397.660000 sec): 3 clusters
  Score: Raw -4018373.537636 + Penalty 5064.642237 = -4013308.895399
  nChanged 18
		SP:Iteration 14Q (7397.730000 sec): 3 clusters
  Score: Raw -4018400.813382 + Penalty 5064.642237 = -4013336.171145
  nChanged 12
		SP:Iteration 15Q (7397.790000 sec): 3 clusters
  Score: Raw -4018421.149462 + Penalty 5064.642237 = -4013356.507225
  nChanged 5
		SP:Iteration 16Q (7397.860000 sec): 3 clusters
  Score: Raw -4018429.934959 + Penalty 5064.642237 = -4013365.292722
  nChanged 4
		SP:Iteration 17Q (7397.930000 sec): 3 clusters
  Score: Raw -4018435.141271 + Penalty 5064.642237 = -4013370.499033
  nChanged 7
		SP:Iteration 18Q (7397.990000 sec): 3 clusters
  Score: Raw -4018444.089549 + Penalty 5064.642237 = -4013379.447312
  nChanged 2
		SP:Iteration 19Q (7398.060000 sec): 3 clusters
  Score: Raw -4018449.326370 + Penalty 5064.642237 = -4013384.684133
  nChanged 4
		SP:Iteration 20F (7398.150000 sec): 3 clusters
  Score: Raw -4018457.947324 + Penalty 5064.642237 = -4013393.305087
  nChanged 4
		SP:Iteration 21Q (7398.210000 sec): 3 clusters
  Score: Raw -4018463.103039 + Penalty 5064.642237 = -4013398.460802
  nChanged 0
		SP:Iteration 22F (7398.300000 sec): 3 clusters
  Score: Raw -4018463.103039 + Penalty 5064.642237 = -4013398.460802
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7398.370000 sec): 2 clusters
  Score: Raw -3335349.450442 + Penalty 2501.879269 = -3332847.571173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7398.460000 sec): 3 clusters
  Score: Raw -3320977.540689 + Penalty 5003.758539 = -3315973.782151
  nChanged 10871
		SP:Iteration 1F (7398.540000 sec): 3 clusters
  Score: Raw -3326815.774331 + Penalty 5003.758539 = -3321812.015792
  nChanged 1283
		SP:Iteration 2F (7398.620000 sec): 3 clusters
  Score: Raw -3327281.353551 + Penalty 5003.758539 = -3322277.595012
  nChanged 1143
		SP:Iteration 3Q (7398.710000 sec): 3 clusters
  Score: Raw -3327656.517964 + Penalty 5003.758539 = -3322652.759425
  nChanged 977
		SP:Iteration 4Q (7398.790000 sec): 3 clusters
  Score: Raw -3327992.960410 + Penalty 5003.758539 = -3322989.201872
  nChanged 935
		SP:Iteration 5Q (7398.870000 sec): 3 clusters
  Score: Raw -3328331.832556 + Penalty 5003.758539 = -3323328.074017
  nChanged 913
		SP:Iteration 6Q (7398.950000 sec): 3 clusters
  Score: Raw -3328719.234235 + Penalty 5003.758539 = -3323715.475696
  nChanged 1030
		SP:Iteration 7Q (7399.040000 sec): 3 clusters
  Score: Raw -3329223.805085 + Penalty 5003.758539 = -3324220.046547
  nChanged 1109
		SP:Iteration 8Q (7399.120000 sec): 3 clusters
  Score: Raw -3329847.212662 + Penalty 5003.758539 = -3324843.454123
  nChanged 1136
		SP:Iteration 9Q (7399.200000 sec): 3 clusters
  Score: Raw -3330575.776874 + Penalty 5003.758539 = -3325572.018335
  nChanged 1235
		SP:Iteration 10F (7399.290000 sec): 3 clusters
  Score: Raw -3331473.450901 + Penalty 5003.758539 = -3326469.692363
  nChanged 1213
		SP:Iteration 11F (7399.370000 sec): 3 clusters
  Score: Raw -3332416.396589 + Penalty 5003.758539 = -3327412.638051
  nChanged 1079
		SP:Iteration 12Q (7399.450000 sec): 3 clusters
  Score: Raw -3333281.842608 + Penalty 5003.758539 = -3328278.084069
  nChanged 951
		SP:Iteration 13Q (7399.530000 sec): 3 clusters
  Score: Raw -3334014.150285 + Penalty 5003.758539 = -3329010.391746
  nChanged 732
		SP:Iteration 14Q (7399.600000 sec): 3 clusters
  Score: Raw -3334596.442615 + Penalty 5003.758539 = -3329592.684077
  nChanged 541
		SP:Iteration 15Q (7399.680000 sec): 3 clusters
  Score: Raw -3335000.214090 + Penalty 5003.758539 = -3329996.455551
  nChanged 402
		SP:Iteration 16Q (7399.750000 sec): 3 clusters
  Score: Raw -3335284.497425 + Penalty 5003.758539 = -3330280.738887
  nChanged 289
		SP:Iteration 17Q (7399.810000 sec): 3 clusters
  Score: Raw -3335462.494908 + Penalty 5003.758539 = -3330458.736369
  nChanged 196
		SP:Iteration 18Q (7399.880000 sec): 3 clusters
  Score: Raw -3335581.875607 + Penalty 5003.758539 = -3330578.117068
  nChanged 153
		SP:Iteration 19Q (7399.940000 sec): 3 clusters
  Score: Raw -3335670.998468 + Penalty 5003.758539 = -3330667.239929
  nChanged 98
		SP:Iteration 20F (7400.030000 sec): 3 clusters
  Score: Raw -3335724.612355 + Penalty 5003.758539 = -3330720.853816
  nChanged 79
		SP:Iteration 21Q (7400.090000 sec): 3 clusters
  Score: Raw -3335769.695753 + Penalty 5003.758539 = -3330765.937214
  nChanged 71
		SP:Iteration 22Q (7400.150000 sec): 3 clusters
  Score: Raw -3335810.504490 + Penalty 5003.758539 = -3330806.745952
  nChanged 58
		SP:Iteration 23Q (7400.220000 sec): 3 clusters
  Score: Raw -3335844.897504 + Penalty 5003.758539 = -3330841.138965
  nChanged 56
		SP:Iteration 24Q (7400.280000 sec): 3 clusters
  Score: Raw -3335878.922659 + Penalty 5003.758539 = -3330875.164120
  nChanged 56
		SP:Iteration 25Q (7400.340000 sec): 3 clusters
  Score: Raw -3335910.929567 + Penalty 5003.758539 = -3330907.171029
  nChanged 41
		SP:Iteration 26Q (7400.400000 sec): 3 clusters
  Score: Raw -3335933.407055 + Penalty 5003.758539 = -3330929.648516
  nChanged 30
		SP:Iteration 27Q (7400.460000 sec): 3 clusters
  Score: Raw -3335946.492546 + Penalty 5003.758539 = -3330942.734008
  nChanged 18
		SP:Iteration 28Q (7400.520000 sec): 3 clusters
  Score: Raw -3335956.909073 + Penalty 5003.758539 = -3330953.150534
  nChanged 23
		SP:Iteration 29Q (7400.580000 sec): 3 clusters
  Score: Raw -3335969.145458 + Penalty 5003.758539 = -3330965.386919
  nChanged 20
		SP:Iteration 30Q (7400.650000 sec): 3 clusters
  Score: Raw -3335978.415527 + Penalty 5003.758539 = -3330974.656988
  nChanged 21
		SP:Iteration 31Q (7400.710000 sec): 3 clusters
  Score: Raw -3335989.197803 + Penalty 5003.758539 = -3330985.439264
  nChanged 17
		SP:Iteration 32Q (7400.770000 sec): 3 clusters
  Score: Raw -3335996.549085 + Penalty 5003.758539 = -3330992.790546
  nChanged 9
		SP:Iteration 33Q (7400.830000 sec): 3 clusters
  Score: Raw -3335999.606981 + Penalty 5003.758539 = -3330995.848442
  nChanged 7
		SP:Iteration 34Q (7400.890000 sec): 3 clusters
  Score: Raw -3336002.462712 + Penalty 5003.758539 = -3330998.704173
  nChanged 7
		SP:Iteration 35Q (7400.950000 sec): 3 clusters
  Score: Raw -3336004.859859 + Penalty 5003.758539 = -3331001.101320
  nChanged 5
		SP:Iteration 36Q (7401.010000 sec): 3 clusters
  Score: Raw -3336008.165619 + Penalty 5003.758539 = -3331004.407080
  nChanged 7
		SP:Iteration 37Q (7401.070000 sec): 3 clusters
  Score: Raw -3336010.443757 + Penalty 5003.758539 = -3331006.685218
  nChanged 0
		SP:Iteration 38F (7401.150000 sec): 3 clusters
  Score: Raw -3336010.443757 + Penalty 5003.758539 = -3331006.685218
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7401.170000 sec): 2 clusters
  Score: Raw -494000.591510 + Penalty 2019.015069 = -491981.576441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7401.180000 sec): 3 clusters
  Score: Raw -492468.189862 + Penalty 4038.030138 = -488430.159725
  nChanged 1255
		SP:Iteration 1F (7401.200000 sec): 3 clusters
  Score: Raw -493247.807078 + Penalty 4038.030138 = -489209.776940
  nChanged 264
		SP:Iteration 2F (7401.210000 sec): 3 clusters
  Score: Raw -493420.478245 + Penalty 4038.030138 = -489382.448107
  nChanged 170
		SP:Iteration 3Q (7401.220000 sec): 3 clusters
  Score: Raw -493541.063814 + Penalty 4038.030138 = -489503.033676
  nChanged 146
		SP:Iteration 4Q (7401.230000 sec): 3 clusters
  Score: Raw -493642.278927 + Penalty 4038.030138 = -489604.248790
  nChanged 122
		SP:Iteration 5Q (7401.240000 sec): 3 clusters
  Score: Raw -493737.752586 + Penalty 4038.030138 = -489699.722448
  nChanged 106
		SP:Iteration 6Q (7401.250000 sec): 3 clusters
  Score: Raw -493808.382370 + Penalty 4038.030138 = -489770.352232
  nChanged 92
		SP:Iteration 7Q (7401.260000 sec): 3 clusters
  Score: Raw -493873.708768 + Penalty 4038.030138 = -489835.678631
  nChanged 78
		SP:Iteration 8Q (7401.280000 sec): 3 clusters
  Score: Raw -493924.701971 + Penalty 4038.030138 = -489886.671834
  nChanged 67
		SP:Iteration 9Q (7401.290000 sec): 3 clusters
  Score: Raw -493967.485140 + Penalty 4038.030138 = -489929.455002
  nChanged 72
		SP:Iteration 10Q (7401.300000 sec): 3 clusters
  Score: Raw -494020.988305 + Penalty 4038.030138 = -489982.958168
  nChanged 68
		SP:Iteration 11Q (7401.310000 sec): 3 clusters
  Score: Raw -494066.579631 + Penalty 4038.030138 = -490028.549494
  nChanged 61
		SP:Iteration 12Q (7401.320000 sec): 3 clusters
  Score: Raw -494111.370241 + Penalty 4038.030138 = -490073.340104
  nChanged 64
		SP:Iteration 13Q (7401.330000 sec): 3 clusters
  Score: Raw -494158.572411 + Penalty 4038.030138 = -490120.542274
  nChanged 54
		SP:Iteration 14Q (7401.340000 sec): 3 clusters
  Score: Raw -494198.258311 + Penalty 4038.030138 = -490160.228174
  nChanged 55
		SP:Iteration 15Q (7401.360000 sec): 3 clusters
  Score: Raw -494229.520856 + Penalty 4038.030138 = -490191.490719
  nChanged 47
		SP:Iteration 16Q (7401.370000 sec): 3 clusters
  Score: Raw -494261.236516 + Penalty 4038.030138 = -490223.206378
  nChanged 43
		SP:Iteration 17Q (7401.380000 sec): 3 clusters
  Score: Raw -494287.852240 + Penalty 4038.030138 = -490249.822102
  nChanged 39
		SP:Iteration 18Q (7401.390000 sec): 3 clusters
  Score: Raw -494311.163979 + Penalty 4038.030138 = -490273.133842
  nChanged 47
		SP:Iteration 19Q (7401.400000 sec): 3 clusters
  Score: Raw -494343.357998 + Penalty 4038.030138 = -490305.327861
  nChanged 52
		SP:Iteration 20F (7401.410000 sec): 3 clusters
  Score: Raw -494392.038058 + Penalty 4038.030138 = -490354.007920
  nChanged 68
		SP:Iteration 21Q (7401.420000 sec): 3 clusters
  Score: Raw -494446.202494 + Penalty 4038.030138 = -490408.172357
  nChanged 68
		SP:Iteration 22Q (7401.430000 sec): 3 clusters
  Score: Raw -494513.026092 + Penalty 4038.030138 = -490474.995954
  nChanged 79
		SP:Iteration 23Q (7401.440000 sec): 3 clusters
  Score: Raw -494610.016721 + Penalty 4038.030138 = -490571.986584
  nChanged 94
		SP:Iteration 24Q (7401.460000 sec): 3 clusters
  Score: Raw -494743.278509 + Penalty 4038.030138 = -490705.248371
  nChanged 114
		SP:Iteration 25Q (7401.460000 sec): 3 clusters
  Score: Raw -494899.006943 + Penalty 4038.030138 = -490860.976806
  nChanged 111
		SP:Iteration 26Q (7401.480000 sec): 3 clusters
  Score: Raw -495073.885658 + Penalty 4038.030138 = -491035.855520
  nChanged 112
		SP:Iteration 27Q (7401.490000 sec): 3 clusters
  Score: Raw -495232.237819 + Penalty 4038.030138 = -491194.207682
  nChanged 98
		SP:Iteration 28Q (7401.500000 sec): 3 clusters
  Score: Raw -495350.915501 + Penalty 4038.030138 = -491312.885363
  nChanged 70
		SP:Iteration 29Q (7401.510000 sec): 3 clusters
  Score: Raw -495452.489582 + Penalty 4038.030138 = -491414.459444
  nChanged 67
		SP:Iteration 30Q (7401.520000 sec): 3 clusters
  Score: Raw -495542.062363 + Penalty 4038.030138 = -491504.032225
  nChanged 57
		SP:Iteration 31Q (7401.520000 sec): 3 clusters
  Score: Raw -495609.544000 + Penalty 4038.030138 = -491571.513862
  nChanged 45
		SP:Iteration 32Q (7401.540000 sec): 3 clusters
  Score: Raw -495658.752949 + Penalty 4038.030138 = -491620.722812
  nChanged 33
		SP:Iteration 33Q (7401.540000 sec): 3 clusters
  Score: Raw -495690.505038 + Penalty 4038.030138 = -491652.474901
  nChanged 22
		SP:Iteration 34Q (7401.560000 sec): 3 clusters
  Score: Raw -495704.063189 + Penalty 4038.030138 = -491666.033052
  nChanged 18
		SP:Iteration 35Q (7401.560000 sec): 3 clusters
  Score: Raw -495716.310829 + Penalty 4038.030138 = -491678.280691
  nChanged 9
		SP:Iteration 36Q (7401.570000 sec): 3 clusters
  Score: Raw -495720.942862 + Penalty 4038.030138 = -491682.912725
  nChanged 7
		SP:Iteration 37Q (7401.580000 sec): 3 clusters
  Score: Raw -495725.602425 + Penalty 4038.030138 = -491687.572288
  nChanged 5
		SP:Iteration 38Q (7401.590000 sec): 3 clusters
  Score: Raw -495728.104802 + Penalty 4038.030138 = -491690.074665
  nChanged 3
		SP:Iteration 39Q (7401.600000 sec): 3 clusters
  Score: Raw -495729.389511 + Penalty 4038.030138 = -491691.359373
  nChanged 3
		SP:Iteration 40F (7401.610000 sec): 3 clusters
  Score: Raw -495729.822240 + Penalty 4038.030138 = -491691.792103
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7401.620000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7401.620000 sec): 3 clusters
  Score: Raw -126908.938655 + Penalty 3350.283633 = -123558.655021
  nChanged 202
		SP:Iteration 1F (7401.620000 sec): 3 clusters
  Score: Raw -127167.017928 + Penalty 3350.283633 = -123816.734295
  nChanged 49
		SP:Iteration 2F (7401.630000 sec): 3 clusters
  Score: Raw -127267.203144 + Penalty 3350.283633 = -123916.919511
  nChanged 40
		SP:Iteration 3Q (7401.630000 sec): 3 clusters
  Score: Raw -127326.146726 + Penalty 3350.283633 = -123975.863093
  nChanged 16
		SP:Iteration 4Q (7401.630000 sec): 3 clusters
  Score: Raw -127354.230787 + Penalty 3350.283633 = -124003.947154
  nChanged 10
		SP:Iteration 5Q (7401.640000 sec): 3 clusters
  Score: Raw -127365.359568 + Penalty 3350.283633 = -124015.075935
  nChanged 6
		SP:Iteration 6Q (7401.640000 sec): 3 clusters
  Score: Raw -127375.111701 + Penalty 3350.283633 = -124024.828067
  nChanged 5
		SP:Iteration 7Q (7401.640000 sec): 3 clusters
  Score: Raw -127380.777215 + Penalty 3350.283633 = -124030.493581
  nChanged 4
		SP:Iteration 8Q (7401.640000 sec): 3 clusters
  Score: Raw -127386.461215 + Penalty 3350.283633 = -124036.177582
  nChanged 4
		SP:Iteration 9Q (7401.650000 sec): 3 clusters
  Score: Raw -127393.651352 + Penalty 3350.283633 = -124043.367719
  nChanged 5
		SP:Iteration 10Q (7401.650000 sec): 3 clusters
  Score: Raw -127404.243821 + Penalty 3350.283633 = -124053.960188
  nChanged 3
		SP:Iteration 11Q (7401.650000 sec): 3 clusters
  Score: Raw -127408.439280 + Penalty 3350.283633 = -124058.155647
  nChanged 2
		SP:Iteration 12Q (7401.660000 sec): 3 clusters
  Score: Raw -127412.697592 + Penalty 3350.283633 = -124062.413959
  nChanged 3
		SP:Iteration 13Q (7401.660000 sec): 3 clusters
  Score: Raw -127415.281578 + Penalty 3350.283633 = -124064.997944
  nChanged 1
		SP:Iteration 14Q (7401.660000 sec): 3 clusters
  Score: Raw -127415.947726 + Penalty 3350.283633 = -124065.664093
  nChanged 0
		SP:Iteration 15F (7401.660000 sec): 3 clusters
  Score: Raw -127415.947726 + Penalty 3350.283633 = -124065.664093
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7401.670000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7401.670000 sec): 3 clusters
  Score: Raw -33629.451889 + Penalty 2756.186719 = -30873.265170
  nChanged 36
		SP:Iteration 1F (7401.670000 sec): 3 clusters
  Score: Raw -33810.126662 + Penalty 2756.186719 = -31053.939943
  nChanged 12
		SP:Iteration 2Q (7401.670000 sec): 3 clusters
  Score: Raw -33927.638551 + Penalty 2756.186719 = -31171.451832
  nChanged 8
		SP:Iteration 3Q (7401.670000 sec): 3 clusters
  Score: Raw -33959.245368 + Penalty 2756.186719 = -31203.058650
  nChanged 3
		SP:Iteration 4Q (7401.670000 sec): 3 clusters
  Score: Raw -33971.210544 + Penalty 2756.186719 = -31215.023825
  nChanged 1
		SP:Iteration 5Q (7401.670000 sec): 3 clusters
  Score: Raw -33975.665985 + Penalty 2756.186719 = -31219.479267
  nChanged 1
		SP:Iteration 6Q (7401.670000 sec): 3 clusters
  Score: Raw -33980.464323 + Penalty 2756.186719 = -31224.277604
  nChanged 1
		SP:Iteration 7Q (7401.680000 sec): 3 clusters
  Score: Raw -33987.513302 + Penalty 2756.186719 = -31231.326583
  nChanged 0
		SP:Iteration 8F (7401.680000 sec): 3 clusters
  Score: Raw -33987.513302 + Penalty 2756.186719 = -31231.326583
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7401.720000 sec): 2 clusters
  Score: Raw -2055519.275499 + Penalty 2363.519412 = -2053155.756086
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7401.770000 sec): 3 clusters
  Score: Raw -2047817.930863 + Penalty 4727.038825 = -2043090.892038
  nChanged 5865
		SP:Iteration 1F (7401.820000 sec): 3 clusters
  Score: Raw -2050879.203695 + Penalty 4727.038825 = -2046152.164871
  nChanged 859
		SP:Iteration 2F (7401.860000 sec): 3 clusters
  Score: Raw -2051237.444232 + Penalty 4727.038825 = -2046510.405408
  nChanged 671
		SP:Iteration 3Q (7401.910000 sec): 3 clusters
  Score: Raw -2051473.175099 + Penalty 4727.038825 = -2046746.136275
  nChanged 496
		SP:Iteration 4Q (7401.960000 sec): 3 clusters
  Score: Raw -2051650.880055 + Penalty 4727.038825 = -2046923.841231
  nChanged 447
		SP:Iteration 5Q (7402.010000 sec): 3 clusters
  Score: Raw -2051804.691383 + Penalty 4727.038825 = -2047077.652559
  nChanged 408
		SP:Iteration 6Q (7402.050000 sec): 3 clusters
  Score: Raw -2051935.260292 + Penalty 4727.038825 = -2047208.221468
  nChanged 361
		SP:Iteration 7Q (7402.100000 sec): 3 clusters
  Score: Raw -2052053.563068 + Penalty 4727.038825 = -2047326.524243
  nChanged 353
		SP:Iteration 8Q (7402.150000 sec): 3 clusters
  Score: Raw -2052188.420837 + Penalty 4727.038825 = -2047461.382012
  nChanged 378
		SP:Iteration 9Q (7402.200000 sec): 3 clusters
  Score: Raw -2052343.107160 + Penalty 4727.038825 = -2047616.068335
  nChanged 387
		SP:Iteration 10Q (7402.240000 sec): 3 clusters
  Score: Raw -2052517.564777 + Penalty 4727.038825 = -2047790.525952
  nChanged 420
		SP:Iteration 11Q (7402.290000 sec): 3 clusters
  Score: Raw -2052726.846680 + Penalty 4727.038825 = -2047999.807855
  nChanged 487
		SP:Iteration 12Q (7402.340000 sec): 3 clusters
  Score: Raw -2052986.928158 + Penalty 4727.038825 = -2048259.889333
  nChanged 467
		SP:Iteration 13Q (7402.380000 sec): 3 clusters
  Score: Raw -2053261.760089 + Penalty 4727.038825 = -2048534.721265
  nChanged 478
		SP:Iteration 14Q (7402.430000 sec): 3 clusters
  Score: Raw -2053580.264251 + Penalty 4727.038825 = -2048853.225427
  nChanged 522
		SP:Iteration 15Q (7402.480000 sec): 3 clusters
  Score: Raw -2053929.824473 + Penalty 4727.038825 = -2049202.785649
  nChanged 478
		SP:Iteration 16Q (7402.520000 sec): 3 clusters
  Score: Raw -2054254.012003 + Penalty 4727.038825 = -2049526.973179
  nChanged 443
		SP:Iteration 17Q (7402.560000 sec): 3 clusters
  Score: Raw -2054559.037628 + Penalty 4727.038825 = -2049831.998803
  nChanged 355
		SP:Iteration 18Q (7402.610000 sec): 3 clusters
  Score: Raw -2054790.663123 + Penalty 4727.038825 = -2050063.624299
  nChanged 296
		SP:Iteration 19Q (7402.650000 sec): 3 clusters
  Score: Raw -2054981.277593 + Penalty 4727.038825 = -2050254.238768
  nChanged 228
		SP:Iteration 20F (7402.700000 sec): 3 clusters
  Score: Raw -2055118.854506 + Penalty 4727.038825 = -2050391.815682
  nChanged 173
		SP:Iteration 21Q (7402.740000 sec): 3 clusters
  Score: Raw -2055224.054618 + Penalty 4727.038825 = -2050497.015794
  nChanged 178
		SP:Iteration 22Q (7402.780000 sec): 3 clusters
  Score: Raw -2055333.895194 + Penalty 4727.038825 = -2050606.856369
  nChanged 134
		SP:Iteration 23Q (7402.820000 sec): 3 clusters
  Score: Raw -2055419.476724 + Penalty 4727.038825 = -2050692.437899
  nChanged 115
		SP:Iteration 24Q (7402.850000 sec): 3 clusters
  Score: Raw -2055486.381160 + Penalty 4727.038825 = -2050759.342336
  nChanged 99
		SP:Iteration 25Q (7402.890000 sec): 3 clusters
  Score: Raw -2055547.085896 + Penalty 4727.038825 = -2050820.047072
  nChanged 87
		SP:Iteration 26Q (7402.930000 sec): 3 clusters
  Score: Raw -2055603.900194 + Penalty 4727.038825 = -2050876.861369
  nChanged 65
		SP:Iteration 27Q (7402.960000 sec): 3 clusters
  Score: Raw -2055648.450003 + Penalty 4727.038825 = -2050921.411178
  nChanged 46
		SP:Iteration 28Q (7403.000000 sec): 3 clusters
  Score: Raw -2055675.763777 + Penalty 4727.038825 = -2050948.724952
  nChanged 34
		SP:Iteration 29Q (7403.040000 sec): 3 clusters
  Score: Raw -2055696.521360 + Penalty 4727.038825 = -2050969.482535
  nChanged 27
		SP:Iteration 30Q (7403.080000 sec): 3 clusters
  Score: Raw -2055710.403137 + Penalty 4727.038825 = -2050983.364313
  nChanged 22
		SP:Iteration 31Q (7403.110000 sec): 3 clusters
  Score: Raw -2055723.396605 + Penalty 4727.038825 = -2050996.357781
  nChanged 13
		SP:Iteration 32Q (7403.150000 sec): 3 clusters
  Score: Raw -2055731.906103 + Penalty 4727.038825 = -2051004.867278
  nChanged 20
		SP:Iteration 33Q (7403.180000 sec): 3 clusters
  Score: Raw -2055740.506922 + Penalty 4727.038825 = -2051013.468097
  nChanged 14
		SP:Iteration 34Q (7403.220000 sec): 3 clusters
  Score: Raw -2055750.721716 + Penalty 4727.038825 = -2051023.682891
  nChanged 16
		SP:Iteration 35Q (7403.250000 sec): 3 clusters
  Score: Raw -2055760.875123 + Penalty 4727.038825 = -2051033.836299
  nChanged 11
		SP:Iteration 36Q (7403.290000 sec): 3 clusters
  Score: Raw -2055767.779528 + Penalty 4727.038825 = -2051040.740704
  nChanged 9
		SP:Iteration 37Q (7403.320000 sec): 3 clusters
  Score: Raw -2055773.751081 + Penalty 4727.038825 = -2051046.712256
  nChanged 6
		SP:Iteration 38Q (7403.360000 sec): 3 clusters
  Score: Raw -2055776.592246 + Penalty 4727.038825 = -2051049.553422
  nChanged 5
		SP:Iteration 39Q (7403.400000 sec): 3 clusters
  Score: Raw -2055778.151187 + Penalty 4727.038825 = -2051051.112362
  nChanged 3
		SP:Iteration 40F (7403.440000 sec): 3 clusters
  Score: Raw -2055779.457554 + Penalty 4727.038825 = -2051052.418729
  nChanged 1
		SP:Iteration 41Q (7403.480000 sec): 3 clusters
  Score: Raw -2055780.184401 + Penalty 4727.038825 = -2051053.145576
  nChanged 1
		SP:Iteration 42Q (7403.510000 sec): 3 clusters
  Score: Raw -2055780.900659 + Penalty 4727.038825 = -2051053.861834
  nChanged 0
		SP:Iteration 43F (7403.560000 sec): 3 clusters
  Score: Raw -2055780.900659 + Penalty 4727.038825 = -2051053.861834
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7403.780000 sec): 2 clusters
  Score: Raw -10201492.613861 + Penalty 2765.898383 = -10198726.715479
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7404.020000 sec): 3 clusters
  Score: Raw -10157386.111365 + Penalty 5531.796765 = -10151854.314600
  nChanged 32620
		SP:Iteration 1F (7404.260000 sec): 3 clusters
  Score: Raw -10175500.827218 + Penalty 5531.796765 = -10169969.030453
  nChanged 2372
		SP:Iteration 2Q (7404.520000 sec): 3 clusters
  Score: Raw -10176069.651286 + Penalty 5531.796765 = -10170537.854521
  nChanged 2380
		SP:Iteration 3Q (7404.760000 sec): 3 clusters
  Score: Raw -10176663.464722 + Penalty 5531.796765 = -10171131.667957
  nChanged 2439
		SP:Iteration 4Q (7405.010000 sec): 3 clusters
  Score: Raw -10177322.006745 + Penalty 5531.796765 = -10171790.209980
  nChanged 2595
		SP:Iteration 5Q (7405.260000 sec): 3 clusters
  Score: Raw -10178092.729463 + Penalty 5531.796765 = -10172560.932698
  nChanged 2819
		SP:Iteration 6Q (7405.510000 sec): 3 clusters
  Score: Raw -10179019.101902 + Penalty 5531.796765 = -10173487.305137
  nChanged 3160
		SP:Iteration 7Q (7405.760000 sec): 3 clusters
  Score: Raw -10180235.881488 + Penalty 5531.796765 = -10174704.084723
  nChanged 3477
		SP:Iteration 8Q (7406.000000 sec): 3 clusters
  Score: Raw -10181695.212723 + Penalty 5531.796765 = -10176163.415958
  nChanged 3650
		SP:Iteration 9F (7406.250000 sec): 3 clusters
  Score: Raw -10183362.720946 + Penalty 5531.796765 = -10177830.924181
  nChanged 3660
		SP:Iteration 10F (7406.490000 sec): 3 clusters
  Score: Raw -10185133.344729 + Penalty 5531.796765 = -10179601.547964
  nChanged 3662
		SP:Iteration 11F (7406.730000 sec): 3 clusters
  Score: Raw -10187020.140733 + Penalty 5531.796765 = -10181488.343968
  nChanged 3479
		SP:Iteration 12Q (7406.980000 sec): 3 clusters
  Score: Raw -10189001.040122 + Penalty 5531.796765 = -10183469.243357
  nChanged 3535
		SP:Iteration 13F (7407.220000 sec): 3 clusters
  Score: Raw -10191305.099065 + Penalty 5531.796765 = -10185773.302300
  nChanged 3443
		SP:Iteration 14Q (7407.470000 sec): 3 clusters
  Score: Raw -10193868.740849 + Penalty 5531.796765 = -10188336.944084
  nChanged 3135
		SP:Iteration 15Q (7407.720000 sec): 3 clusters
  Score: Raw -10196451.066676 + Penalty 5531.796765 = -10190919.269911
  nChanged 2550
		SP:Iteration 16Q (7407.960000 sec): 3 clusters
  Score: Raw -10198705.276147 + Penalty 5531.796765 = -10193173.479382
  nChanged 1733
		SP:Iteration 17Q (7408.200000 sec): 3 clusters
  Score: Raw -10200287.139382 + Penalty 5531.796765 = -10194755.342617
  nChanged 894
		SP:Iteration 18Q (7408.420000 sec): 3 clusters
  Score: Raw -10201112.618852 + Penalty 5531.796765 = -10195580.822087
  nChanged 371
		SP:Iteration 19Q (7408.620000 sec): 3 clusters
  Score: Raw -10201500.372307 + Penalty 5531.796765 = -10195968.575542
  nChanged 152
		SP:Iteration 20F (7408.860000 sec): 3 clusters
  Score: Raw -10201661.444121 + Penalty 5531.796765 = -10196129.647356
  nChanged 64
		SP:Iteration 21Q (7409.040000 sec): 3 clusters
  Score: Raw -10201728.441493 + Penalty 5531.796765 = -10196196.644728
  nChanged 29
		SP:Iteration 22Q (7409.210000 sec): 3 clusters
  Score: Raw -10201763.551615 + Penalty 5531.796765 = -10196231.754850
  nChanged 17
		SP:Iteration 23Q (7409.380000 sec): 3 clusters
  Score: Raw -10201787.207070 + Penalty 5531.796765 = -10196255.410305
  nChanged 12
		SP:Iteration 24Q (7409.550000 sec): 3 clusters
  Score: Raw -10201807.773223 + Penalty 5531.796765 = -10196275.976458
  nChanged 13
		SP:Iteration 25Q (7409.720000 sec): 3 clusters
  Score: Raw -10201825.092850 + Penalty 5531.796765 = -10196293.296085
  nChanged 17
		SP:Iteration 26Q (7409.890000 sec): 3 clusters
  Score: Raw -10201842.108965 + Penalty 5531.796765 = -10196310.312200
  nChanged 10
		SP:Iteration 27Q (7410.060000 sec): 3 clusters
  Score: Raw -10201853.347467 + Penalty 5531.796765 = -10196321.550702
  nChanged 5
		SP:Iteration 28Q (7410.240000 sec): 3 clusters
  Score: Raw -10201861.735399 + Penalty 5531.796765 = -10196329.938634
  nChanged 7
		SP:Iteration 29Q (7410.400000 sec): 3 clusters
  Score: Raw -10201873.120571 + Penalty 5531.796765 = -10196341.323806
  nChanged 4
		SP:Iteration 30Q (7410.570000 sec): 3 clusters
  Score: Raw -10201878.454774 + Penalty 5531.796765 = -10196346.658009
  nChanged 5
		SP:Iteration 31Q (7410.740000 sec): 3 clusters
  Score: Raw -10201882.895076 + Penalty 5531.796765 = -10196351.098311
  nChanged 2
		SP:Iteration 32Q (7410.910000 sec): 3 clusters
  Score: Raw -10201884.916953 + Penalty 5531.796765 = -10196353.120188
  nChanged 4
		SP:Iteration 33Q (7411.080000 sec): 3 clusters
  Score: Raw -10201890.568714 + Penalty 5531.796765 = -10196358.771949
  nChanged 1
		SP:Iteration 34Q (7411.250000 sec): 3 clusters
  Score: Raw -10201891.634990 + Penalty 5531.796765 = -10196359.838225
  nChanged 1
		SP:Iteration 35Q (7411.420000 sec): 3 clusters
  Score: Raw -10201892.380393 + Penalty 5531.796765 = -10196360.583628
  nChanged 0
		SP:Iteration 36F (7411.660000 sec): 3 clusters
  Score: Raw -10201892.380393 + Penalty 5531.796765 = -10196360.583628
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7411.690000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7411.700000 sec): 3 clusters
  Score: Raw -385295.526933 + Penalty 3923.652944 = -381371.873989
  nChanged 893
		SP:Iteration 1F (7411.710000 sec): 3 clusters
  Score: Raw -385867.582007 + Penalty 3923.652944 = -381943.929064
  nChanged 174
		SP:Iteration 2F (7411.720000 sec): 3 clusters
  Score: Raw -385998.667248 + Penalty 3923.652944 = -382075.014304
  nChanged 114
		SP:Iteration 3Q (7411.730000 sec): 3 clusters
  Score: Raw -386082.281085 + Penalty 3923.652944 = -382158.628141
  nChanged 92
		SP:Iteration 4Q (7411.740000 sec): 3 clusters
  Score: Raw -386142.389297 + Penalty 3923.652944 = -382218.736353
  nChanged 60
		SP:Iteration 5Q (7411.740000 sec): 3 clusters
  Score: Raw -386174.866821 + Penalty 3923.652944 = -382251.213877
  nChanged 37
		SP:Iteration 6Q (7411.760000 sec): 3 clusters
  Score: Raw -386201.210833 + Penalty 3923.652944 = -382277.557890
  nChanged 37
		SP:Iteration 7Q (7411.760000 sec): 3 clusters
  Score: Raw -386220.623673 + Penalty 3923.652944 = -382296.970729
  nChanged 31
		SP:Iteration 8Q (7411.770000 sec): 3 clusters
  Score: Raw -386234.100846 + Penalty 3923.652944 = -382310.447902
  nChanged 19
		SP:Iteration 9Q (7411.780000 sec): 3 clusters
  Score: Raw -386243.288833 + Penalty 3923.652944 = -382319.635889
  nChanged 11
		SP:Iteration 10Q (7411.790000 sec): 3 clusters
  Score: Raw -386248.596244 + Penalty 3923.652944 = -382324.943301
  nChanged 10
		SP:Iteration 11Q (7411.800000 sec): 3 clusters
  Score: Raw -386252.000458 + Penalty 3923.652944 = -382328.347514
  nChanged 4
		SP:Iteration 12Q (7411.810000 sec): 3 clusters
  Score: Raw -386254.189225 + Penalty 3923.652944 = -382330.536281
  nChanged 6
		SP:Iteration 13Q (7411.820000 sec): 3 clusters
  Score: Raw -386256.689719 + Penalty 3923.652944 = -382333.036775
  nChanged 4
		SP:Iteration 14Q (7411.830000 sec): 3 clusters
  Score: Raw -386258.446100 + Penalty 3923.652944 = -382334.793157
  nChanged 2
		SP:Iteration 15Q (7411.840000 sec): 3 clusters
  Score: Raw -386260.494710 + Penalty 3923.652944 = -382336.841766
  nChanged 4
		SP:Iteration 16Q (7411.840000 sec): 3 clusters
  Score: Raw -386262.781354 + Penalty 3923.652944 = -382339.128410
  nChanged 5
		SP:Iteration 17Q (7411.860000 sec): 3 clusters
  Score: Raw -386265.317853 + Penalty 3923.652944 = -382341.664909
  nChanged 9
		SP:Iteration 18Q (7411.860000 sec): 3 clusters
  Score: Raw -386269.611351 + Penalty 3923.652944 = -382345.958407
  nChanged 6
		SP:Iteration 19Q (7411.870000 sec): 3 clusters
  Score: Raw -386273.651130 + Penalty 3923.652944 = -382349.998186
  nChanged 6
		SP:Iteration 20F (7411.880000 sec): 3 clusters
  Score: Raw -386276.345677 + Penalty 3923.652944 = -382352.692733
  nChanged 6
		SP:Iteration 21Q (7411.890000 sec): 3 clusters
  Score: Raw -386278.285255 + Penalty 3923.652944 = -382354.632312
  nChanged 6
		SP:Iteration 22Q (7411.900000 sec): 3 clusters
  Score: Raw -386280.903168 + Penalty 3923.652944 = -382357.250224
  nChanged 4
		SP:Iteration 23Q (7411.910000 sec): 3 clusters
  Score: Raw -386282.771490 + Penalty 3923.652944 = -382359.118546
  nChanged 7
		SP:Iteration 24Q (7411.920000 sec): 3 clusters
  Score: Raw -386285.010634 + Penalty 3923.652944 = -382361.357690
  nChanged 1
		SP:Iteration 25Q (7411.930000 sec): 3 clusters
  Score: Raw -386285.354009 + Penalty 3923.652944 = -382361.701066
  nChanged 0
		SP:Iteration 26F (7411.940000 sec): 3 clusters
  Score: Raw -386285.354009 + Penalty 3923.652944 = -382361.701066
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7411.940000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7411.950000 sec): 3 clusters
  Score: Raw -168850.278882 + Penalty 3494.272938 = -165356.005944
  nChanged 302
		SP:Iteration 1F (7411.950000 sec): 3 clusters
  Score: Raw -169143.616171 + Penalty 3494.272938 = -165649.343233
  nChanged 70
		SP:Iteration 2F (7411.960000 sec): 3 clusters
  Score: Raw -169210.632266 + Penalty 3494.272938 = -165716.359327
  nChanged 32
		SP:Iteration 3Q (7411.960000 sec): 3 clusters
  Score: Raw -169241.158232 + Penalty 3494.272938 = -165746.885294
  nChanged 10
		SP:Iteration 4Q (7411.960000 sec): 3 clusters
  Score: Raw -169251.674219 + Penalty 3494.272938 = -165757.401281
  nChanged 12
		SP:Iteration 5Q (7411.970000 sec): 3 clusters
  Score: Raw -169262.434487 + Penalty 3494.272938 = -165768.161549
  nChanged 5
		SP:Iteration 6Q (7411.970000 sec): 3 clusters
  Score: Raw -169266.968930 + Penalty 3494.272938 = -165772.695992
  nChanged 2
		SP:Iteration 7Q (7411.980000 sec): 3 clusters
  Score: Raw -169268.235345 + Penalty 3494.272938 = -165773.962407
  nChanged 1
		SP:Iteration 8Q (7411.980000 sec): 3 clusters
  Score: Raw -169269.364802 + Penalty 3494.272938 = -165775.091864
  nChanged 1
		SP:Iteration 9Q (7411.980000 sec): 3 clusters
  Score: Raw -169270.472169 + Penalty 3494.272938 = -165776.199231
  nChanged 0
		SP:Iteration 10F (7411.990000 sec): 3 clusters
  Score: Raw -169270.472169 + Penalty 3494.272938 = -165776.199231
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7412.000000 sec): 2 clusters
  Score: Raw -257203.131277 + Penalty 1864.614590 = -255338.516687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7412.000000 sec): 3 clusters
  Score: Raw -256703.172306 + Penalty 3729.229180 = -252973.943126
  nChanged 583
		SP:Iteration 1F (7412.010000 sec): 3 clusters
  Score: Raw -257331.157492 + Penalty 3729.229180 = -253601.928313
  nChanged 171
		SP:Iteration 2F (7412.010000 sec): 3 clusters
  Score: Raw -257531.985930 + Penalty 3729.229180 = -253802.756751
  nChanged 104
		SP:Iteration 3F (7412.020000 sec): 3 clusters
  Score: Raw -257656.937809 + Penalty 3729.229180 = -253927.708629
  nChanged 78
		SP:Iteration 4Q (7412.020000 sec): 3 clusters
  Score: Raw -257725.672856 + Penalty 3729.229180 = -253996.443676
  nChanged 45
		SP:Iteration 5Q (7412.030000 sec): 3 clusters
  Score: Raw -257787.972190 + Penalty 3729.229180 = -254058.743010
  nChanged 46
		SP:Iteration 6Q (7412.040000 sec): 3 clusters
  Score: Raw -257888.985157 + Penalty 3729.229180 = -254159.755977
  nChanged 42
		SP:Iteration 7Q (7412.040000 sec): 3 clusters
  Score: Raw -257985.824192 + Penalty 3729.229180 = -254256.595013
  nChanged 32
		SP:Iteration 8Q (7412.050000 sec): 3 clusters
  Score: Raw -258038.692762 + Penalty 3729.229180 = -254309.463582
  nChanged 19
		SP:Iteration 9Q (7412.060000 sec): 3 clusters
  Score: Raw -258068.315079 + Penalty 3729.229180 = -254339.085899
  nChanged 19
		SP:Iteration 10Q (7412.060000 sec): 3 clusters
  Score: Raw -258085.301981 + Penalty 3729.229180 = -254356.072802
  nChanged 12
		SP:Iteration 11Q (7412.070000 sec): 3 clusters
  Score: Raw -258095.545277 + Penalty 3729.229180 = -254366.316097
  nChanged 10
		SP:Iteration 12Q (7412.070000 sec): 3 clusters
  Score: Raw -258103.508105 + Penalty 3729.229180 = -254374.278926
  nChanged 6
		SP:Iteration 13Q (7412.080000 sec): 3 clusters
  Score: Raw -258110.721011 + Penalty 3729.229180 = -254381.491831
  nChanged 9
		SP:Iteration 14Q (7412.080000 sec): 3 clusters
  Score: Raw -258115.189453 + Penalty 3729.229180 = -254385.960274
  nChanged 3
		SP:Iteration 15Q (7412.090000 sec): 3 clusters
  Score: Raw -258116.564053 + Penalty 3729.229180 = -254387.334874
  nChanged 2
		SP:Iteration 16Q (7412.100000 sec): 3 clusters
  Score: Raw -258117.567142 + Penalty 3729.229180 = -254388.337963
  nChanged 2
		SP:Iteration 17Q (7412.100000 sec): 3 clusters
  Score: Raw -258118.710646 + Penalty 3729.229180 = -254389.481466
  nChanged 3
		SP:Iteration 18Q (7412.110000 sec): 3 clusters
  Score: Raw -258120.535995 + Penalty 3729.229180 = -254391.306815
  nChanged 0
		SP:Iteration 19F (7412.120000 sec): 3 clusters
  Score: Raw -258120.535995 + Penalty 3729.229180 = -254391.306815
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7412.150000 sec): 2 clusters
  Score: Raw -1667290.254940 + Penalty 2305.786630 = -1664984.468310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7412.190000 sec): 3 clusters
  Score: Raw -1661406.633680 + Penalty 4611.573260 = -1656795.060420
  nChanged 4545
		SP:Iteration 1F (7412.220000 sec): 3 clusters
  Score: Raw -1663735.207286 + Penalty 4611.573260 = -1659123.634026
  nChanged 630
		SP:Iteration 2F (7412.260000 sec): 3 clusters
  Score: Raw -1663994.073554 + Penalty 4611.573260 = -1659382.500294
  nChanged 471
		SP:Iteration 3Q (7412.300000 sec): 3 clusters
  Score: Raw -1664162.381825 + Penalty 4611.573260 = -1659550.808566
  nChanged 391
		SP:Iteration 4Q (7412.340000 sec): 3 clusters
  Score: Raw -1664310.854540 + Penalty 4611.573260 = -1659699.281280
  nChanged 350
		SP:Iteration 5Q (7412.370000 sec): 3 clusters
  Score: Raw -1664432.573935 + Penalty 4611.573260 = -1659821.000675
  nChanged 324
		SP:Iteration 6Q (7412.410000 sec): 3 clusters
  Score: Raw -1664564.282972 + Penalty 4611.573260 = -1659952.709712
  nChanged 348
		SP:Iteration 7Q (7412.450000 sec): 3 clusters
  Score: Raw -1664696.886319 + Penalty 4611.573260 = -1660085.313059
  nChanged 329
		SP:Iteration 8Q (7412.480000 sec): 3 clusters
  Score: Raw -1664827.393106 + Penalty 4611.573260 = -1660215.819846
  nChanged 341
		SP:Iteration 9Q (7412.520000 sec): 3 clusters
  Score: Raw -1664975.524840 + Penalty 4611.573260 = -1660363.951580
  nChanged 406
		SP:Iteration 10Q (7412.560000 sec): 3 clusters
  Score: Raw -1665171.056070 + Penalty 4611.573260 = -1660559.482811
  nChanged 396
		SP:Iteration 11Q (7412.600000 sec): 3 clusters
  Score: Raw -1665363.873011 + Penalty 4611.573260 = -1660752.299751
  nChanged 397
		SP:Iteration 12Q (7412.630000 sec): 3 clusters
  Score: Raw -1665583.705070 + Penalty 4611.573260 = -1660972.131810
  nChanged 428
		SP:Iteration 13Q (7412.670000 sec): 3 clusters
  Score: Raw -1665823.241997 + Penalty 4611.573260 = -1661211.668737
  nChanged 395
		SP:Iteration 14Q (7412.710000 sec): 3 clusters
  Score: Raw -1666050.561688 + Penalty 4611.573260 = -1661438.988428
  nChanged 374
		SP:Iteration 15Q (7412.740000 sec): 3 clusters
  Score: Raw -1666298.412618 + Penalty 4611.573260 = -1661686.839358
  nChanged 387
		SP:Iteration 16Q (7412.780000 sec): 3 clusters
  Score: Raw -1666560.401943 + Penalty 4611.573260 = -1661948.828683
  nChanged 332
		SP:Iteration 17Q (7412.820000 sec): 3 clusters
  Score: Raw -1666800.946768 + Penalty 4611.573260 = -1662189.373508
  nChanged 306
		SP:Iteration 18Q (7412.850000 sec): 3 clusters
  Score: Raw -1667024.313648 + Penalty 4611.573260 = -1662412.740388
  nChanged 244
		SP:Iteration 19Q (7412.890000 sec): 3 clusters
  Score: Raw -1667199.969459 + Penalty 4611.573260 = -1662588.396199
  nChanged 160
		SP:Iteration 20F (7412.920000 sec): 3 clusters
  Score: Raw -1667305.652883 + Penalty 4611.573260 = -1662694.079623
  nChanged 125
		SP:Iteration 21Q (7412.960000 sec): 3 clusters
  Score: Raw -1667395.370455 + Penalty 4611.573260 = -1662783.797195
  nChanged 99
		SP:Iteration 22Q (7413.000000 sec): 3 clusters
  Score: Raw -1667472.847917 + Penalty 4611.573260 = -1662861.274657
  nChanged 78
		SP:Iteration 23Q (7413.030000 sec): 3 clusters
  Score: Raw -1667535.278390 + Penalty 4611.573260 = -1662923.705130
  nChanged 55
		SP:Iteration 24Q (7413.060000 sec): 3 clusters
  Score: Raw -1667568.554998 + Penalty 4611.573260 = -1662956.981738
  nChanged 35
		SP:Iteration 25Q (7413.090000 sec): 3 clusters
  Score: Raw -1667595.762652 + Penalty 4611.573260 = -1662984.189392
  nChanged 25
		SP:Iteration 26Q (7413.120000 sec): 3 clusters
  Score: Raw -1667609.296506 + Penalty 4611.573260 = -1662997.723246
  nChanged 10
		SP:Iteration 27Q (7413.160000 sec): 3 clusters
  Score: Raw -1667616.247858 + Penalty 4611.573260 = -1663004.674598
  nChanged 17
		SP:Iteration 28Q (7413.180000 sec): 3 clusters
  Score: Raw -1667627.167795 + Penalty 4611.573260 = -1663015.594535
  nChanged 11
		SP:Iteration 29Q (7413.220000 sec): 3 clusters
  Score: Raw -1667634.380489 + Penalty 4611.573260 = -1663022.807229
  nChanged 8
		SP:Iteration 30Q (7413.250000 sec): 3 clusters
  Score: Raw -1667640.394636 + Penalty 4611.573260 = -1663028.821376
  nChanged 10
		SP:Iteration 31Q (7413.280000 sec): 3 clusters
  Score: Raw -1667648.544771 + Penalty 4611.573260 = -1663036.971511
  nChanged 8
		SP:Iteration 32Q (7413.310000 sec): 3 clusters
  Score: Raw -1667653.840489 + Penalty 4611.573260 = -1663042.267229
  nChanged 8
		SP:Iteration 33Q (7413.340000 sec): 3 clusters
  Score: Raw -1667658.730300 + Penalty 4611.573260 = -1663047.157040
  nChanged 3
		SP:Iteration 34Q (7413.370000 sec): 3 clusters
  Score: Raw -1667660.742212 + Penalty 4611.573260 = -1663049.168953
  nChanged 1
		SP:Iteration 35Q (7413.400000 sec): 3 clusters
  Score: Raw -1667661.515371 + Penalty 4611.573260 = -1663049.942111
  nChanged 2
		SP:Iteration 36Q (7413.430000 sec): 3 clusters
  Score: Raw -1667663.468130 + Penalty 4611.573260 = -1663051.894870
  nChanged 4
		SP:Iteration 37Q (7413.460000 sec): 3 clusters
  Score: Raw -1667666.840442 + Penalty 4611.573260 = -1663055.267182
  nChanged 3
		SP:Iteration 38Q (7413.490000 sec): 3 clusters
  Score: Raw -1667670.294944 + Penalty 4611.573260 = -1663058.721684
  nChanged 5
		SP:Iteration 39Q (7413.520000 sec): 3 clusters
  Score: Raw -1667674.407662 + Penalty 4611.573260 = -1663062.834402
  nChanged 2
		SP:Iteration 40F (7413.560000 sec): 3 clusters
  Score: Raw -1667674.993855 + Penalty 4611.573260 = -1663063.420596
  nChanged 1
		SP:Iteration 41Q (7413.580000 sec): 3 clusters
  Score: Raw -1667675.697625 + Penalty 4611.573260 = -1663064.124365
  nChanged 2
		SP:Iteration 42Q (7413.620000 sec): 3 clusters
  Score: Raw -1667676.896717 + Penalty 4611.573260 = -1663065.323457
  nChanged 3
		SP:Iteration 43Q (7413.640000 sec): 3 clusters
  Score: Raw -1667678.258801 + Penalty 4611.573260 = -1663066.685541
  nChanged 1
		SP:Iteration 44Q (7413.680000 sec): 3 clusters
  Score: Raw -1667678.459407 + Penalty 4611.573260 = -1663066.886147
  nChanged 0
		SP:Iteration 45F (7413.710000 sec): 3 clusters
  Score: Raw -1667678.459407 + Penalty 4611.573260 = -1663066.886147
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7413.760000 sec): 2 clusters
  Score: Raw -1983829.703091 + Penalty 2369.392247 = -1981460.310844
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7413.810000 sec): 3 clusters
  Score: Raw -1975905.773820 + Penalty 4738.784494 = -1971166.989326
  nChanged 6034
		SP:Iteration 1F (7413.860000 sec): 3 clusters
  Score: Raw -1978985.633075 + Penalty 4738.784494 = -1974246.848581
  nChanged 835
		SP:Iteration 2F (7413.900000 sec): 3 clusters
  Score: Raw -1979337.208720 + Penalty 4738.784494 = -1974598.424226
  nChanged 726
		SP:Iteration 3F (7413.950000 sec): 3 clusters
  Score: Raw -1979630.127681 + Penalty 4738.784494 = -1974891.343187
  nChanged 603
		SP:Iteration 4Q (7414.000000 sec): 3 clusters
  Score: Raw -1979871.857141 + Penalty 4738.784494 = -1975133.072648
  nChanged 563
		SP:Iteration 5Q (7414.050000 sec): 3 clusters
  Score: Raw -1980112.620914 + Penalty 4738.784494 = -1975373.836420
  nChanged 532
		SP:Iteration 6Q (7414.090000 sec): 3 clusters
  Score: Raw -1980359.892382 + Penalty 4738.784494 = -1975621.107888
  nChanged 526
		SP:Iteration 7Q (7414.140000 sec): 3 clusters
  Score: Raw -1980642.573554 + Penalty 4738.784494 = -1975903.789061
  nChanged 568
		SP:Iteration 8Q (7414.190000 sec): 3 clusters
  Score: Raw -1980979.132793 + Penalty 4738.784494 = -1976240.348299
  nChanged 624
		SP:Iteration 9Q (7414.240000 sec): 3 clusters
  Score: Raw -1981388.393436 + Penalty 4738.784494 = -1976649.608942
  nChanged 704
		SP:Iteration 10Q (7414.280000 sec): 3 clusters
  Score: Raw -1981920.575633 + Penalty 4738.784494 = -1977181.791139
  nChanged 725
		SP:Iteration 11F (7414.330000 sec): 3 clusters
  Score: Raw -1982499.794379 + Penalty 4738.784494 = -1977761.009885
  nChanged 622
		SP:Iteration 12Q (7414.380000 sec): 3 clusters
  Score: Raw -1983022.735586 + Penalty 4738.784494 = -1978283.951092
  nChanged 474
		SP:Iteration 13Q (7414.420000 sec): 3 clusters
  Score: Raw -1983422.385867 + Penalty 4738.784494 = -1978683.601374
  nChanged 333
		SP:Iteration 14Q (7414.460000 sec): 3 clusters
  Score: Raw -1983728.482439 + Penalty 4738.784494 = -1978989.697945
  nChanged 217
		SP:Iteration 15Q (7414.500000 sec): 3 clusters
  Score: Raw -1983927.741065 + Penalty 4738.784494 = -1979188.956571
  nChanged 125
		SP:Iteration 16Q (7414.540000 sec): 3 clusters
  Score: Raw -1984030.850149 + Penalty 4738.784494 = -1979292.065655
  nChanged 105
		SP:Iteration 17Q (7414.580000 sec): 3 clusters
  Score: Raw -1984115.777748 + Penalty 4738.784494 = -1979376.993254
  nChanged 70
		SP:Iteration 18Q (7414.620000 sec): 3 clusters
  Score: Raw -1984172.386231 + Penalty 4738.784494 = -1979433.601737
  nChanged 50
		SP:Iteration 19Q (7414.660000 sec): 3 clusters
  Score: Raw -1984215.800409 + Penalty 4738.784494 = -1979477.015915
  nChanged 31
		SP:Iteration 20F (7414.700000 sec): 3 clusters
  Score: Raw -1984246.424853 + Penalty 4738.784494 = -1979507.640359
  nChanged 26
		SP:Iteration 21Q (7414.740000 sec): 3 clusters
  Score: Raw -1984267.318820 + Penalty 4738.784494 = -1979528.534326
  nChanged 14
		SP:Iteration 22Q (7414.780000 sec): 3 clusters
  Score: Raw -1984277.623227 + Penalty 4738.784494 = -1979538.838733
  nChanged 10
		SP:Iteration 23Q (7414.810000 sec): 3 clusters
  Score: Raw -1984283.917849 + Penalty 4738.784494 = -1979545.133355
  nChanged 5
		SP:Iteration 24Q (7414.840000 sec): 3 clusters
  Score: Raw -1984289.462842 + Penalty 4738.784494 = -1979550.678348
  nChanged 4
		SP:Iteration 25Q (7414.880000 sec): 3 clusters
  Score: Raw -1984292.084188 + Penalty 4738.784494 = -1979553.299694
  nChanged 4
		SP:Iteration 26Q (7414.920000 sec): 3 clusters
  Score: Raw -1984295.385482 + Penalty 4738.784494 = -1979556.600988
  nChanged 2
		SP:Iteration 27Q (7414.950000 sec): 3 clusters
  Score: Raw -1984297.299786 + Penalty 4738.784494 = -1979558.515292
  nChanged 2
		SP:Iteration 28Q (7414.990000 sec): 3 clusters
  Score: Raw -1984298.122592 + Penalty 4738.784494 = -1979559.338098
  nChanged 1
		SP:Iteration 29Q (7415.020000 sec): 3 clusters
  Score: Raw -1984298.627369 + Penalty 4738.784494 = -1979559.842875
  nChanged 0
		SP:Iteration 30F (7415.070000 sec): 3 clusters
  Score: Raw -1984298.627369 + Penalty 4738.784494 = -1979559.842875
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7415.090000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7415.090000 sec): 3 clusters
  Score: Raw -73199.869804 + Penalty 3074.445443 = -70125.424360
  nChanged 93
		SP:Iteration 1F (7415.090000 sec): 3 clusters
  Score: Raw -73378.030615 + Penalty 3074.445443 = -70303.585172
  nChanged 22
		SP:Iteration 2Q (7415.090000 sec): 3 clusters
  Score: Raw -73426.351005 + Penalty 3074.445443 = -70351.905561
  nChanged 10
		SP:Iteration 3Q (7415.090000 sec): 3 clusters
  Score: Raw -73447.738137 + Penalty 3074.445443 = -70373.292694
  nChanged 1
		SP:Iteration 4Q (7415.090000 sec): 3 clusters
  Score: Raw -73448.676940 + Penalty 3074.445443 = -70374.231497
  nChanged 0
		SP:Iteration 5F (7415.090000 sec): 3 clusters
  Score: Raw -73448.676940 + Penalty 3074.445443 = -70374.231497
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7415.100000 sec): 2 clusters
  Score: Raw -311076.517204 + Penalty 1906.623297 = -309169.893907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7415.110000 sec): 3 clusters
  Score: Raw -310225.452283 + Penalty 3813.246595 = -306412.205688
  nChanged 722
		SP:Iteration 1F (7415.120000 sec): 3 clusters
  Score: Raw -310755.886657 + Penalty 3813.246595 = -306942.640062
  nChanged 152
		SP:Iteration 2F (7415.130000 sec): 3 clusters
  Score: Raw -310879.423945 + Penalty 3813.246595 = -307066.177351
  nChanged 87
		SP:Iteration 3Q (7415.130000 sec): 3 clusters
  Score: Raw -310941.523535 + Penalty 3813.246595 = -307128.276940
  nChanged 62
		SP:Iteration 4Q (7415.140000 sec): 3 clusters
  Score: Raw -310986.903661 + Penalty 3813.246595 = -307173.657066
  nChanged 44
		SP:Iteration 5Q (7415.150000 sec): 3 clusters
  Score: Raw -311020.896324 + Penalty 3813.246595 = -307207.649729
  nChanged 39
		SP:Iteration 6Q (7415.160000 sec): 3 clusters
  Score: Raw -311053.485652 + Penalty 3813.246595 = -307240.239057
  nChanged 37
		SP:Iteration 7Q (7415.160000 sec): 3 clusters
  Score: Raw -311079.799324 + Penalty 3813.246595 = -307266.552729
  nChanged 26
		SP:Iteration 8Q (7415.170000 sec): 3 clusters
  Score: Raw -311097.237138 + Penalty 3813.246595 = -307283.990544
  nChanged 25
		SP:Iteration 9Q (7415.180000 sec): 3 clusters
  Score: Raw -311113.068151 + Penalty 3813.246595 = -307299.821556
  nChanged 16
		SP:Iteration 10Q (7415.190000 sec): 3 clusters
  Score: Raw -311121.989862 + Penalty 3813.246595 = -307308.743268
  nChanged 8
		SP:Iteration 11Q (7415.190000 sec): 3 clusters
  Score: Raw -311126.638560 + Penalty 3813.246595 = -307313.391966
  nChanged 5
		SP:Iteration 12Q (7415.200000 sec): 3 clusters
  Score: Raw -311129.146097 + Penalty 3813.246595 = -307315.899503
  nChanged 4
		SP:Iteration 13Q (7415.210000 sec): 3 clusters
  Score: Raw -311131.399016 + Penalty 3813.246595 = -307318.152421
  nChanged 6
		SP:Iteration 14Q (7415.210000 sec): 3 clusters
  Score: Raw -311134.595614 + Penalty 3813.246595 = -307321.349019
  nChanged 2
		SP:Iteration 15Q (7415.220000 sec): 3 clusters
  Score: Raw -311136.669088 + Penalty 3813.246595 = -307323.422494
  nChanged 4
		SP:Iteration 16Q (7415.230000 sec): 3 clusters
  Score: Raw -311138.207065 + Penalty 3813.246595 = -307324.960470
  nChanged 1
		SP:Iteration 17Q (7415.240000 sec): 3 clusters
  Score: Raw -311138.595974 + Penalty 3813.246595 = -307325.349379
  nChanged 2
		SP:Iteration 18Q (7415.250000 sec): 3 clusters
  Score: Raw -311139.824211 + Penalty 3813.246595 = -307326.577616
  nChanged 3
		SP:Iteration 19Q (7415.250000 sec): 3 clusters
  Score: Raw -311141.279502 + Penalty 3813.246595 = -307328.032908
  nChanged 0
		SP:Iteration 20F (7415.260000 sec): 3 clusters
  Score: Raw -311141.279502 + Penalty 3813.246595 = -307328.032908
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7415.360000 sec): 2 clusters
  Score: Raw -4602218.828069 + Penalty 2568.798938 = -4599650.029131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7415.470000 sec): 3 clusters
  Score: Raw -4583222.705837 + Penalty 5137.597876 = -4578085.107961
  nChanged 14252
		SP:Iteration 1F (7415.590000 sec): 3 clusters
  Score: Raw -4591161.919831 + Penalty 5137.597876 = -4586024.321954
  nChanged 1686
		SP:Iteration 2F (7415.700000 sec): 3 clusters
  Score: Raw -4591947.313389 + Penalty 5137.597876 = -4586809.715513
  nChanged 1787
		SP:Iteration 3F (7415.810000 sec): 3 clusters
  Score: Raw -4592920.839725 + Penalty 5137.597876 = -4587783.241849
  nChanged 1911
		SP:Iteration 4F (7415.920000 sec): 3 clusters
  Score: Raw -4594024.840522 + Penalty 5137.597876 = -4588887.242646
  nChanged 1934
		SP:Iteration 5F (7416.030000 sec): 3 clusters
  Score: Raw -4595269.113133 + Penalty 5137.597876 = -4590131.515257
  nChanged 1971
		SP:Iteration 6F (7416.140000 sec): 3 clusters
  Score: Raw -4596506.530685 + Penalty 5137.597876 = -4591368.932808
  nChanged 1810
		SP:Iteration 7F (7416.250000 sec): 3 clusters
  Score: Raw -4597531.498125 + Penalty 5137.597876 = -4592393.900249
  nChanged 1474
		SP:Iteration 8Q (7416.360000 sec): 3 clusters
  Score: Raw -4598222.900194 + Penalty 5137.597876 = -4593085.302317
  nChanged 1109
		SP:Iteration 9Q (7416.470000 sec): 3 clusters
  Score: Raw -4598593.322852 + Penalty 5137.597876 = -4593455.724975
  nChanged 743
		SP:Iteration 10Q (7416.590000 sec): 3 clusters
  Score: Raw -4598776.580499 + Penalty 5137.597876 = -4593638.982622
  nChanged 500
		SP:Iteration 11Q (7416.700000 sec): 3 clusters
  Score: Raw -4598866.564100 + Penalty 5137.597876 = -4593728.966223
  nChanged 323
		SP:Iteration 12Q (7416.810000 sec): 3 clusters
  Score: Raw -4598912.258886 + Penalty 5137.597876 = -4593774.661009
  nChanged 225
		SP:Iteration 13Q (7416.920000 sec): 3 clusters
  Score: Raw -4598941.786310 + Penalty 5137.597876 = -4593804.188433
  nChanged 188
		SP:Iteration 14Q (7417.030000 sec): 3 clusters
  Score: Raw -4598965.008064 + Penalty 5137.597876 = -4593827.410187
  nChanged 160
		SP:Iteration 15Q (7417.140000 sec): 3 clusters
  Score: Raw -4598982.717668 + Penalty 5137.597876 = -4593845.119791
  nChanged 122
		SP:Iteration 16Q (7417.250000 sec): 3 clusters
  Score: Raw -4598998.019337 + Penalty 5137.597876 = -4593860.421460
  nChanged 130
		SP:Iteration 17Q (7417.360000 sec): 3 clusters
  Score: Raw -4599013.694202 + Penalty 5137.597876 = -4593876.096325
  nChanged 100
		SP:Iteration 18Q (7417.470000 sec): 3 clusters
  Score: Raw -4599023.737787 + Penalty 5137.597876 = -4593886.139910
  nChanged 97
		SP:Iteration 19Q (7417.590000 sec): 3 clusters
  Score: Raw -4599033.503789 + Penalty 5137.597876 = -4593895.905912
  nChanged 82
		SP:Iteration 20F (7417.690000 sec): 3 clusters
  Score: Raw -4599040.961414 + Penalty 5137.597876 = -4593903.363537
  nChanged 81
		SP:Iteration 21Q (7417.810000 sec): 3 clusters
  Score: Raw -4599048.638104 + Penalty 5137.597876 = -4593911.040228
  nChanged 76
		SP:Iteration 22Q (7417.920000 sec): 3 clusters
  Score: Raw -4599055.718916 + Penalty 5137.597876 = -4593918.121040
  nChanged 70
		SP:Iteration 23Q (7418.030000 sec): 3 clusters
  Score: Raw -4599061.791775 + Penalty 5137.597876 = -4593924.193899
  nChanged 76
		SP:Iteration 24Q (7418.140000 sec): 3 clusters
  Score: Raw -4599068.069437 + Penalty 5137.597876 = -4593930.471561
  nChanged 61
		SP:Iteration 25Q (7418.250000 sec): 3 clusters
  Score: Raw -4599073.416153 + Penalty 5137.597876 = -4593935.818277
  nChanged 63
		SP:Iteration 26Q (7418.350000 sec): 3 clusters
  Score: Raw -4599078.731880 + Penalty 5137.597876 = -4593941.134003
  nChanged 59
		SP:Iteration 27Q (7418.460000 sec): 3 clusters
  Score: Raw -4599084.839144 + Penalty 5137.597876 = -4593947.241268
  nChanged 57
		SP:Iteration 28Q (7418.570000 sec): 3 clusters
  Score: Raw -4599091.404932 + Penalty 5137.597876 = -4593953.807056
  nChanged 67
		SP:Iteration 29Q (7418.680000 sec): 3 clusters
  Score: Raw -4599096.394880 + Penalty 5137.597876 = -4593958.797004
  nChanged 60
		SP:Iteration 30Q (7418.780000 sec): 3 clusters
  Score: Raw -4599100.572887 + Penalty 5137.597876 = -4593962.975010
  nChanged 55
		SP:Iteration 31Q (7418.890000 sec): 3 clusters
  Score: Raw -4599104.436438 + Penalty 5137.597876 = -4593966.838561
  nChanged 50
		SP:Iteration 32Q (7419.000000 sec): 3 clusters
  Score: Raw -4599107.658225 + Penalty 5137.597876 = -4593970.060349
  nChanged 53
		SP:Iteration 33Q (7419.110000 sec): 3 clusters
  Score: Raw -4599111.595622 + Penalty 5137.597876 = -4593973.997745
  nChanged 45
		SP:Iteration 34Q (7419.210000 sec): 3 clusters
  Score: Raw -4599114.984071 + Penalty 5137.597876 = -4593977.386195
  nChanged 50
		SP:Iteration 35Q (7419.330000 sec): 3 clusters
  Score: Raw -4599118.203438 + Penalty 5137.597876 = -4593980.605562
  nChanged 43
		SP:Iteration 36Q (7419.430000 sec): 3 clusters
  Score: Raw -4599121.373914 + Penalty 5137.597876 = -4593983.776038
  nChanged 40
		SP:Iteration 37Q (7419.550000 sec): 3 clusters
  Score: Raw -4599123.970605 + Penalty 5137.597876 = -4593986.372729
  nChanged 35
		SP:Iteration 38Q (7419.650000 sec): 3 clusters
  Score: Raw -4599126.508595 + Penalty 5137.597876 = -4593988.910719
  nChanged 34
		SP:Iteration 39Q (7419.760000 sec): 3 clusters
  Score: Raw -4599128.940764 + Penalty 5137.597876 = -4593991.342887
  nChanged 40
		SP:Iteration 40F (7419.870000 sec): 3 clusters
  Score: Raw -4599131.689657 + Penalty 5137.597876 = -4593994.091780
  nChanged 44
		SP:Iteration 41Q (7419.980000 sec): 3 clusters
  Score: Raw -4599134.285086 + Penalty 5137.597876 = -4593996.687210
  nChanged 34
		SP:Iteration 42Q (7420.090000 sec): 3 clusters
  Score: Raw -4599136.748911 + Penalty 5137.597876 = -4593999.151035
  nChanged 34
		SP:Iteration 43Q (7420.200000 sec): 3 clusters
  Score: Raw -4599139.139778 + Penalty 5137.597876 = -4594001.541902
  nChanged 30
		SP:Iteration 44Q (7420.310000 sec): 3 clusters
  Score: Raw -4599140.731791 + Penalty 5137.597876 = -4594003.133915
  nChanged 30
		SP:Iteration 45Q (7420.430000 sec): 3 clusters
  Score: Raw -4599142.294403 + Penalty 5137.597876 = -4594004.696526
  nChanged 28
		SP:Iteration 46Q (7420.540000 sec): 3 clusters
  Score: Raw -4599143.785289 + Penalty 5137.597876 = -4594006.187412
  nChanged 26
		SP:Iteration 47Q (7420.650000 sec): 3 clusters
  Score: Raw -4599145.275669 + Penalty 5137.597876 = -4594007.677793
  nChanged 21
		SP:Iteration 48Q (7420.760000 sec): 3 clusters
  Score: Raw -4599146.337697 + Penalty 5137.597876 = -4594008.739820
  nChanged 14
		SP:Iteration 49Q (7420.870000 sec): 3 clusters
  Score: Raw -4599147.103719 + Penalty 5137.597876 = -4594009.505843
  nChanged 17
		SP:Iteration 50Q (7420.980000 sec): 3 clusters
  Score: Raw -4599148.194831 + Penalty 5137.597876 = -4594010.596955
  nChanged 20
		SP:Iteration 51Q (7421.090000 sec): 3 clusters
  Score: Raw -4599149.395956 + Penalty 5137.597876 = -4594011.798079
  nChanged 18
		SP:Iteration 52Q (7421.210000 sec): 3 clusters
  Score: Raw -4599150.443486 + Penalty 5137.597876 = -4594012.845610
  nChanged 18
		SP:Iteration 53Q (7421.310000 sec): 3 clusters
  Score: Raw -4599151.520327 + Penalty 5137.597876 = -4594013.922450
  nChanged 17
		SP:Iteration 54Q (7421.420000 sec): 3 clusters
  Score: Raw -4599152.448699 + Penalty 5137.597876 = -4594014.850823
  nChanged 16
		SP:Iteration 55Q (7421.530000 sec): 3 clusters
  Score: Raw -4599153.094019 + Penalty 5137.597876 = -4594015.496142
  nChanged 14
		SP:Iteration 56Q (7421.650000 sec): 3 clusters
  Score: Raw -4599153.798622 + Penalty 5137.597876 = -4594016.200745
  nChanged 21
		SP:Iteration 57Q (7421.760000 sec): 3 clusters
  Score: Raw -4599154.934539 + Penalty 5137.597876 = -4594017.336663
  nChanged 16
		SP:Iteration 58Q (7421.870000 sec): 3 clusters
  Score: Raw -4599155.902755 + Penalty 5137.597876 = -4594018.304878
  nChanged 15
		SP:Iteration 59Q (7421.980000 sec): 3 clusters
  Score: Raw -4599156.542429 + Penalty 5137.597876 = -4594018.944552
  nChanged 12
		SP:Iteration 60F (7422.090000 sec): 3 clusters
  Score: Raw -4599156.992897 + Penalty 5137.597876 = -4594019.395021
  nChanged 9
		SP:Iteration 61Q (7422.200000 sec): 3 clusters
  Score: Raw -4599157.449637 + Penalty 5137.597876 = -4594019.851761
  nChanged 11
		SP:Iteration 62Q (7422.310000 sec): 3 clusters
  Score: Raw -4599157.970816 + Penalty 5137.597876 = -4594020.372939
  nChanged 10
		SP:Iteration 63Q (7422.430000 sec): 3 clusters
  Score: Raw -4599158.259735 + Penalty 5137.597876 = -4594020.661859
  nChanged 3
		SP:Iteration 64Q (7422.530000 sec): 3 clusters
  Score: Raw -4599158.397948 + Penalty 5137.597876 = -4594020.800072
  nChanged 6
		SP:Iteration 65Q (7422.650000 sec): 3 clusters
  Score: Raw -4599158.674836 + Penalty 5137.597876 = -4594021.076960
  nChanged 11
		SP:Iteration 66Q (7422.760000 sec): 3 clusters
  Score: Raw -4599159.211350 + Penalty 5137.597876 = -4594021.613474
  nChanged 12
		SP:Iteration 67Q (7422.870000 sec): 3 clusters
  Score: Raw -4599159.899523 + Penalty 5137.597876 = -4594022.301647
  nChanged 13
		SP:Iteration 68Q (7422.980000 sec): 3 clusters
  Score: Raw -4599160.517209 + Penalty 5137.597876 = -4594022.919333
  nChanged 12
		SP:Iteration 69Q (7423.090000 sec): 3 clusters
  Score: Raw -4599161.226558 + Penalty 5137.597876 = -4594023.628681
  nChanged 16
		SP:Iteration 70Q (7423.200000 sec): 3 clusters
  Score: Raw -4599162.039448 + Penalty 5137.597876 = -4594024.441572
  nChanged 16
		SP:Iteration 71Q (7423.310000 sec): 3 clusters
  Score: Raw -4599162.867329 + Penalty 5137.597876 = -4594025.269453
  nChanged 17
		SP:Iteration 72Q (7423.430000 sec): 3 clusters
  Score: Raw -4599163.772342 + Penalty 5137.597876 = -4594026.174466
  nChanged 29
		SP:Iteration 73Q (7423.530000 sec): 3 clusters
  Score: Raw -4599165.269845 + Penalty 5137.597876 = -4594027.671969
  nChanged 19
		SP:Iteration 74Q (7423.650000 sec): 3 clusters
  Score: Raw -4599166.172301 + Penalty 5137.597876 = -4594028.574425
  nChanged 16
		SP:Iteration 75Q (7423.760000 sec): 3 clusters
  Score: Raw -4599166.892555 + Penalty 5137.597876 = -4594029.294679
  nChanged 20
		SP:Iteration 76Q (7423.870000 sec): 3 clusters
  Score: Raw -4599167.747248 + Penalty 5137.597876 = -4594030.149372
  nChanged 18
		SP:Iteration 77Q (7423.980000 sec): 3 clusters
  Score: Raw -4599168.415588 + Penalty 5137.597876 = -4594030.817712
  nChanged 12
		SP:Iteration 78Q (7424.090000 sec): 3 clusters
  Score: Raw -4599168.833476 + Penalty 5137.597876 = -4594031.235600
  nChanged 7
		SP:Iteration 79Q (7424.210000 sec): 3 clusters
  Score: Raw -4599169.044897 + Penalty 5137.597876 = -4594031.447020
  nChanged 7
		SP:Iteration 80F (7424.320000 sec): 3 clusters
  Score: Raw -4599169.363569 + Penalty 5137.597876 = -4594031.765692
  nChanged 10
		SP:Iteration 81Q (7424.430000 sec): 3 clusters
  Score: Raw -4599169.727819 + Penalty 5137.597876 = -4594032.129943
  nChanged 6
		SP:Iteration 82Q (7424.540000 sec): 3 clusters
  Score: Raw -4599169.941929 + Penalty 5137.597876 = -4594032.344052
  nChanged 3
		SP:Iteration 83Q (7424.650000 sec): 3 clusters
  Score: Raw -4599170.112030 + Penalty 5137.597876 = -4594032.514154
  nChanged 4
		SP:Iteration 84Q (7424.760000 sec): 3 clusters
  Score: Raw -4599170.360989 + Penalty 5137.597876 = -4594032.763112
  nChanged 11
		SP:Iteration 85Q (7424.870000 sec): 3 clusters
  Score: Raw -4599170.994740 + Penalty 5137.597876 = -4594033.396863
  nChanged 12
		SP:Iteration 86Q (7424.980000 sec): 3 clusters
  Score: Raw -4599171.642530 + Penalty 5137.597876 = -4594034.044654
  nChanged 14
		SP:Iteration 87Q (7425.090000 sec): 3 clusters
  Score: Raw -4599172.301100 + Penalty 5137.597876 = -4594034.703224
  nChanged 10
		SP:Iteration 88Q (7425.210000 sec): 3 clusters
  Score: Raw -4599172.762859 + Penalty 5137.597876 = -4594035.164983
  nChanged 10
		SP:Iteration 89Q (7425.310000 sec): 3 clusters
  Score: Raw -4599173.224138 + Penalty 5137.597876 = -4594035.626262
  nChanged 8
		SP:Iteration 90Q (7425.420000 sec): 3 clusters
  Score: Raw -4599173.632256 + Penalty 5137.597876 = -4594036.034379
  nChanged 11
		SP:Iteration 91Q (7425.530000 sec): 3 clusters
  Score: Raw -4599174.262091 + Penalty 5137.597876 = -4594036.664214
  nChanged 12
		SP:Iteration 92Q (7425.640000 sec): 3 clusters
  Score: Raw -4599174.788477 + Penalty 5137.597876 = -4594037.190601
  nChanged 8
		SP:Iteration 93Q (7425.750000 sec): 3 clusters
  Score: Raw -4599175.170146 + Penalty 5137.597876 = -4594037.572270
  nChanged 8
		SP:Iteration 94Q (7425.850000 sec): 3 clusters
  Score: Raw -4599175.429743 + Penalty 5137.597876 = -4594037.831866
  nChanged 3
		SP:Iteration 95Q (7425.960000 sec): 3 clusters
  Score: Raw -4599175.568501 + Penalty 5137.597876 = -4594037.970624
  nChanged 4
		SP:Iteration 96Q (7426.070000 sec): 3 clusters
  Score: Raw -4599175.770268 + Penalty 5137.597876 = -4594038.172391
  nChanged 5
		SP:Iteration 97Q (7426.180000 sec): 3 clusters
  Score: Raw -4599175.929371 + Penalty 5137.597876 = -4594038.331495
  nChanged 4
		SP:Iteration 98Q (7426.290000 sec): 3 clusters
  Score: Raw -4599176.069123 + Penalty 5137.597876 = -4594038.471246
  nChanged 8
		SP:Iteration 99Q (7426.390000 sec): 3 clusters
  Score: Raw -4599176.476618 + Penalty 5137.597876 = -4594038.878741
  nChanged 7
		SP:Iteration 100F (7426.510000 sec): 3 clusters
  Score: Raw -4599176.737022 + Penalty 5137.597876 = -4594039.139146
  nChanged 5
		SP:Iteration 101Q (7426.610000 sec): 3 clusters
  Score: Raw -4599176.942235 + Penalty 5137.597876 = -4594039.344359
  nChanged 7
		SP:Iteration 102Q (7426.730000 sec): 3 clusters
  Score: Raw -4599177.324041 + Penalty 5137.597876 = -4594039.726165
  nChanged 11
		SP:Iteration 103Q (7426.830000 sec): 3 clusters
  Score: Raw -4599177.751880 + Penalty 5137.597876 = -4594040.154004
  nChanged 7
		SP:Iteration 104Q (7426.940000 sec): 3 clusters
  Score: Raw -4599178.075924 + Penalty 5137.597876 = -4594040.478047
  nChanged 7
		SP:Iteration 105Q (7427.050000 sec): 3 clusters
  Score: Raw -4599178.353440 + Penalty 5137.597876 = -4594040.755563
  nChanged 8
		SP:Iteration 106Q (7427.160000 sec): 3 clusters
  Score: Raw -4599178.568783 + Penalty 5137.597876 = -4594040.970906
  nChanged 6
		SP:Iteration 107Q (7427.270000 sec): 3 clusters
  Score: Raw -4599178.799958 + Penalty 5137.597876 = -4594041.202081
  nChanged 5
		SP:Iteration 108Q (7427.380000 sec): 3 clusters
  Score: Raw -4599179.142433 + Penalty 5137.597876 = -4594041.544556
  nChanged 7
		SP:Iteration 109Q (7427.490000 sec): 3 clusters
  Score: Raw -4599179.609441 + Penalty 5137.597876 = -4594042.011565
  nChanged 13
		SP:Iteration 110Q (7427.610000 sec): 3 clusters
  Score: Raw -4599180.283854 + Penalty 5137.597876 = -4594042.685978
  nChanged 14
		SP:Iteration 111Q (7427.720000 sec): 3 clusters
  Score: Raw -4599180.885853 + Penalty 5137.597876 = -4594043.287977
  nChanged 11
		SP:Iteration 112Q (7427.830000 sec): 3 clusters
  Score: Raw -4599181.357754 + Penalty 5137.597876 = -4594043.759877
  nChanged 14
		SP:Iteration 113Q (7427.940000 sec): 3 clusters
  Score: Raw -4599182.043780 + Penalty 5137.597876 = -4594044.445904
  nChanged 13
		SP:Iteration 114Q (7428.050000 sec): 3 clusters
  Score: Raw -4599182.817493 + Penalty 5137.597876 = -4594045.219616
  nChanged 19
		SP:Iteration 115Q (7428.160000 sec): 3 clusters
  Score: Raw -4599183.784851 + Penalty 5137.597876 = -4594046.186974
  nChanged 21
		SP:Iteration 116Q (7428.270000 sec): 3 clusters
  Score: Raw -4599184.986050 + Penalty 5137.597876 = -4594047.388174
  nChanged 21
		SP:Iteration 117Q (7428.380000 sec): 3 clusters
  Score: Raw -4599186.142552 + Penalty 5137.597876 = -4594048.544676
  nChanged 30
		SP:Iteration 118Q (7428.490000 sec): 3 clusters
  Score: Raw -4599188.106102 + Penalty 5137.597876 = -4594050.508226
  nChanged 36
		SP:Iteration 119Q (7428.600000 sec): 3 clusters
  Score: Raw -4599190.852590 + Penalty 5137.597876 = -4594053.254713
  nChanged 42
		SP:Iteration 120F (7428.710000 sec): 3 clusters
  Score: Raw -4599193.756284 + Penalty 5137.597876 = -4594056.158408
  nChanged 38
		SP:Iteration 121Q (7428.820000 sec): 3 clusters
  Score: Raw -4599196.972306 + Penalty 5137.597876 = -4594059.374430
  nChanged 52
		SP:Iteration 122Q (7428.930000 sec): 3 clusters
  Score: Raw -4599200.873622 + Penalty 5137.597876 = -4594063.275745
  nChanged 53
		SP:Iteration 123Q (7429.050000 sec): 3 clusters
  Score: Raw -4599205.144208 + Penalty 5137.597876 = -4594067.546331
  nChanged 59
		SP:Iteration 124Q (7429.160000 sec): 3 clusters
  Score: Raw -4599210.168300 + Penalty 5137.597876 = -4594072.570423
  nChanged 69
		SP:Iteration 125Q (7429.270000 sec): 3 clusters
  Score: Raw -4599216.142985 + Penalty 5137.597876 = -4594078.545109
  nChanged 74
		SP:Iteration 126Q (7429.380000 sec): 3 clusters
  Score: Raw -4599222.508628 + Penalty 5137.597876 = -4594084.910751
  nChanged 74
		SP:Iteration 127Q (7429.490000 sec): 3 clusters
  Score: Raw -4599229.166773 + Penalty 5137.597876 = -4594091.568896
  nChanged 95
		SP:Iteration 128Q (7429.600000 sec): 3 clusters
  Score: Raw -4599238.694321 + Penalty 5137.597876 = -4594101.096445
  nChanged 115
		SP:Iteration 129Q (7429.710000 sec): 3 clusters
  Score: Raw -4599250.733421 + Penalty 5137.597876 = -4594113.135544
  nChanged 142
		SP:Iteration 130Q (7429.830000 sec): 3 clusters
  Score: Raw -4599268.227501 + Penalty 5137.597876 = -4594130.629625
  nChanged 154
		SP:Iteration 131Q (7429.940000 sec): 3 clusters
  Score: Raw -4599289.753450 + Penalty 5137.597876 = -4594152.155574
  nChanged 191
		SP:Iteration 132Q (7430.050000 sec): 3 clusters
  Score: Raw -4599318.536793 + Penalty 5137.597876 = -4594180.938916
  nChanged 205
		SP:Iteration 133Q (7430.160000 sec): 3 clusters
  Score: Raw -4599351.983412 + Penalty 5137.597876 = -4594214.385536
  nChanged 225
		SP:Iteration 134Q (7430.270000 sec): 3 clusters
  Score: Raw -4599391.814003 + Penalty 5137.597876 = -4594254.216126
  nChanged 250
		SP:Iteration 135Q (7430.380000 sec): 3 clusters
  Score: Raw -4599440.647574 + Penalty 5137.597876 = -4594303.049698
  nChanged 297
		SP:Iteration 136Q (7430.490000 sec): 3 clusters
  Score: Raw -4599508.170684 + Penalty 5137.597876 = -4594370.572807
  nChanged 325
		SP:Iteration 137Q (7430.600000 sec): 3 clusters
  Score: Raw -4599588.158157 + Penalty 5137.597876 = -4594450.560280
  nChanged 349
		SP:Iteration 138Q (7430.710000 sec): 3 clusters
  Score: Raw -4599680.882217 + Penalty 5137.597876 = -4594543.284341
  nChanged 415
		SP:Iteration 139Q (7430.820000 sec): 3 clusters
  Score: Raw -4599811.038461 + Penalty 5137.597876 = -4594673.440584
  nChanged 468
		SP:Iteration 140F (7430.930000 sec): 3 clusters
  Score: Raw -4599993.509988 + Penalty 5137.597876 = -4594855.912112
  nChanged 519
		SP:Iteration 141Q (7431.040000 sec): 3 clusters
  Score: Raw -4600246.857954 + Penalty 5137.597876 = -4595109.260078
  nChanged 583
		SP:Iteration 142Q (7431.150000 sec): 3 clusters
  Score: Raw -4600646.456340 + Penalty 5137.597876 = -4595508.858464
  nChanged 633
		SP:Iteration 143Q (7431.260000 sec): 3 clusters
  Score: Raw -4601310.348418 + Penalty 5137.597876 = -4596172.750542
  nChanged 608
		SP:Iteration 144Q (7431.370000 sec): 3 clusters
  Score: Raw -4602182.353472 + Penalty 5137.597876 = -4597044.755596
  nChanged 426
		SP:Iteration 145Q (7431.470000 sec): 3 clusters
  Score: Raw -4602647.863153 + Penalty 5137.597876 = -4597510.265276
  nChanged 315
		SP:Iteration 146Q (7431.560000 sec): 3 clusters
  Score: Raw -4602858.651002 + Penalty 5137.597876 = -4597721.053126
  nChanged 255
		SP:Iteration 147Q (7431.650000 sec): 3 clusters
  Score: Raw -4602981.369645 + Penalty 5137.597876 = -4597843.771769
  nChanged 190
		SP:Iteration 148Q (7431.740000 sec): 3 clusters
  Score: Raw -4603053.163145 + Penalty 5137.597876 = -4597915.565269
  nChanged 147
		SP:Iteration 149Q (7431.830000 sec): 3 clusters
  Score: Raw -4603104.122237 + Penalty 5137.597876 = -4597966.524360
  nChanged 112
		SP:Iteration 150Q (7431.910000 sec): 3 clusters
  Score: Raw -4603135.995173 + Penalty 5137.597876 = -4597998.397297
  nChanged 99
		SP:Iteration 151Q (7432.000000 sec): 3 clusters
  Score: Raw -4603161.890673 + Penalty 5137.597876 = -4598024.292797
  nChanged 70
		SP:Iteration 152Q (7432.090000 sec): 3 clusters
  Score: Raw -4603177.598465 + Penalty 5137.597876 = -4598040.000588
  nChanged 54
		SP:Iteration 153Q (7432.170000 sec): 3 clusters
  Score: Raw -4603190.063890 + Penalty 5137.597876 = -4598052.466014
  nChanged 42
		SP:Iteration 154Q (7432.260000 sec): 3 clusters
  Score: Raw -4603198.810209 + Penalty 5137.597876 = -4598061.212333
  nChanged 32
		SP:Iteration 155Q (7432.340000 sec): 3 clusters
  Score: Raw -4603204.132463 + Penalty 5137.597876 = -4598066.534586
  nChanged 23
		SP:Iteration 156Q (7432.430000 sec): 3 clusters
  Score: Raw -4603206.988482 + Penalty 5137.597876 = -4598069.390606
  nChanged 18
		SP:Iteration 157Q (7432.510000 sec): 3 clusters
  Score: Raw -4603209.386817 + Penalty 5137.597876 = -4598071.788941
  nChanged 9
		SP:Iteration 158Q (7432.600000 sec): 3 clusters
  Score: Raw -4603210.705892 + Penalty 5137.597876 = -4598073.108016
  nChanged 10
		SP:Iteration 159Q (7432.680000 sec): 3 clusters
  Score: Raw -4603212.215341 + Penalty 5137.597876 = -4598074.617465
  nChanged 12
		SP:Iteration 160F (7432.790000 sec): 3 clusters
  Score: Raw -4603214.147686 + Penalty 5137.597876 = -4598076.549810
  nChanged 14
		SP:Iteration 161Q (7432.870000 sec): 3 clusters
  Score: Raw -4603215.894540 + Penalty 5137.597876 = -4598078.296663
  nChanged 9
		SP:Iteration 162Q (7432.960000 sec): 3 clusters
  Score: Raw -4603217.017009 + Penalty 5137.597876 = -4598079.419133
  nChanged 10
		SP:Iteration 163Q (7433.040000 sec): 3 clusters
  Score: Raw -4603218.995856 + Penalty 5137.597876 = -4598081.397979
  nChanged 11
		SP:Iteration 164Q (7433.120000 sec): 3 clusters
  Score: Raw -4603220.899162 + Penalty 5137.597876 = -4598083.301286
  nChanged 10
		SP:Iteration 165Q (7433.210000 sec): 3 clusters
  Score: Raw -4603222.182109 + Penalty 5137.597876 = -4598084.584233
  nChanged 7
		SP:Iteration 166Q (7433.290000 sec): 3 clusters
  Score: Raw -4603223.342491 + Penalty 5137.597876 = -4598085.744614
  nChanged 4
		SP:Iteration 167Q (7433.380000 sec): 3 clusters
  Score: Raw -4603223.934787 + Penalty 5137.597876 = -4598086.336911
  nChanged 2
		SP:Iteration 168Q (7433.460000 sec): 3 clusters
  Score: Raw -4603224.392028 + Penalty 5137.597876 = -4598086.794152
  nChanged 4
		SP:Iteration 169Q (7433.540000 sec): 3 clusters
  Score: Raw -4603224.964547 + Penalty 5137.597876 = -4598087.366670
  nChanged 6
		SP:Iteration 170Q (7433.620000 sec): 3 clusters
  Score: Raw -4603225.799716 + Penalty 5137.597876 = -4598088.201840
  nChanged 6
		SP:Iteration 171Q (7433.710000 sec): 3 clusters
  Score: Raw -4603226.812707 + Penalty 5137.597876 = -4598089.214830
  nChanged 7
		SP:Iteration 172Q (7433.800000 sec): 3 clusters
  Score: Raw -4603228.048021 + Penalty 5137.597876 = -4598090.450144
  nChanged 9
		SP:Iteration 173Q (7433.880000 sec): 3 clusters
  Score: Raw -4603229.239177 + Penalty 5137.597876 = -4598091.641301
  nChanged 4
		SP:Iteration 174Q (7433.960000 sec): 3 clusters
  Score: Raw -4603229.787337 + Penalty 5137.597876 = -4598092.189461
  nChanged 7
		SP:Iteration 175Q (7434.040000 sec): 3 clusters
  Score: Raw -4603230.421472 + Penalty 5137.597876 = -4598092.823595
  nChanged 5
		SP:Iteration 176Q (7434.120000 sec): 3 clusters
  Score: Raw -4603231.196878 + Penalty 5137.597876 = -4598093.599001
  nChanged 4
		SP:Iteration 177Q (7434.210000 sec): 3 clusters
  Score: Raw -4603231.827628 + Penalty 5137.597876 = -4598094.229752
  nChanged 3
		SP:Iteration 178Q (7434.290000 sec): 3 clusters
  Score: Raw -4603232.401770 + Penalty 5137.597876 = -4598094.803894
  nChanged 6
		SP:Iteration 179Q (7434.380000 sec): 3 clusters
  Score: Raw -4603233.158295 + Penalty 5137.597876 = -4598095.560418
  nChanged 5
		SP:Iteration 180F (7434.490000 sec): 3 clusters
  Score: Raw -4603233.930710 + Penalty 5137.597876 = -4598096.332834
  nChanged 6
		SP:Iteration 181Q (7434.570000 sec): 3 clusters
  Score: Raw -4603234.712669 + Penalty 5137.597876 = -4598097.114793
  nChanged 4
		SP:Iteration 182Q (7434.660000 sec): 3 clusters
  Score: Raw -4603235.316699 + Penalty 5137.597876 = -4598097.718822
  nChanged 6
		SP:Iteration 183Q (7434.740000 sec): 3 clusters
  Score: Raw -4603236.088659 + Penalty 5137.597876 = -4598098.490783
  nChanged 4
		SP:Iteration 184Q (7434.830000 sec): 3 clusters
  Score: Raw -4603236.727833 + Penalty 5137.597876 = -4598099.129957
  nChanged 3
		SP:Iteration 185Q (7434.920000 sec): 3 clusters
  Score: Raw -4603237.299649 + Penalty 5137.597876 = -4598099.701772
  nChanged 5
		SP:Iteration 186Q (7435.000000 sec): 3 clusters
  Score: Raw -4603238.012892 + Penalty 5137.597876 = -4598100.415015
  nChanged 4
		SP:Iteration 187Q (7435.080000 sec): 3 clusters
  Score: Raw -4603238.644080 + Penalty 5137.597876 = -4598101.046203
  nChanged 2
		SP:Iteration 188Q (7435.170000 sec): 3 clusters
  Score: Raw -4603238.878799 + Penalty 5137.597876 = -4598101.280922
  nChanged 4
		SP:Iteration 189Q (7435.260000 sec): 3 clusters
  Score: Raw -4603239.701369 + Penalty 5137.597876 = -4598102.103492
  nChanged 5
		SP:Iteration 190Q (7435.340000 sec): 3 clusters
  Score: Raw -4603240.219379 + Penalty 5137.597876 = -4598102.621503
  nChanged 3
		SP:Iteration 191Q (7435.420000 sec): 3 clusters
  Score: Raw -4603240.791239 + Penalty 5137.597876 = -4598103.193363
  nChanged 7
		SP:Iteration 192Q (7435.500000 sec): 3 clusters
  Score: Raw -4603242.582671 + Penalty 5137.597876 = -4598104.984795
  nChanged 9
		SP:Iteration 193Q (7435.590000 sec): 3 clusters
  Score: Raw -4603244.719930 + Penalty 5137.597876 = -4598107.122054
  nChanged 7
		SP:Iteration 194Q (7435.670000 sec): 3 clusters
  Score: Raw -4603245.873640 + Penalty 5137.597876 = -4598108.275764
  nChanged 8
		SP:Iteration 195Q (7435.760000 sec): 3 clusters
  Score: Raw -4603247.101380 + Penalty 5137.597876 = -4598109.503504
  nChanged 7
		SP:Iteration 196Q (7435.840000 sec): 3 clusters
  Score: Raw -4603248.674142 + Penalty 5137.597876 = -4598111.076266
  nChanged 9
		SP:Iteration 197Q (7435.920000 sec): 3 clusters
  Score: Raw -4603250.408637 + Penalty 5137.597876 = -4598112.810761
  nChanged 10
		SP:Iteration 198Q (7436.010000 sec): 3 clusters
  Score: Raw -4603251.949337 + Penalty 5137.597876 = -4598114.351460
  nChanged 6
		SP:Iteration 199Q (7436.090000 sec): 3 clusters
  Score: Raw -4603253.544116 + Penalty 5137.597876 = -4598115.946239
  nChanged 8
		SP:Iteration 200F (7436.200000 sec): 3 clusters
  Score: Raw -4603254.752426 + Penalty 5137.597876 = -4598117.154549
  nChanged 8
		SP:Iteration 201Q (7436.290000 sec): 3 clusters
  Score: Raw -4603256.190158 + Penalty 5137.597876 = -4598118.592282
  nChanged 12
		SP:Iteration 202Q (7436.370000 sec): 3 clusters
  Score: Raw -4603257.977496 + Penalty 5137.597876 = -4598120.379620
  nChanged 7
		SP:Iteration 203Q (7436.460000 sec): 3 clusters
  Score: Raw -4603258.519877 + Penalty 5137.597876 = -4598120.922000
  nChanged 3
		SP:Iteration 204Q (7436.540000 sec): 3 clusters
  Score: Raw -4603259.093761 + Penalty 5137.597876 = -4598121.495885
  nChanged 5
		SP:Iteration 205Q (7436.620000 sec): 3 clusters
  Score: Raw -4603259.781132 + Penalty 5137.597876 = -4598122.183256
  nChanged 6
		SP:Iteration 206Q (7436.710000 sec): 3 clusters
  Score: Raw -4603260.647331 + Penalty 5137.597876 = -4598123.049455
  nChanged 7
		SP:Iteration 207Q (7436.800000 sec): 3 clusters
  Score: Raw -4603261.822413 + Penalty 5137.597876 = -4598124.224537
  nChanged 4
		SP:Iteration 208Q (7436.880000 sec): 3 clusters
  Score: Raw -4603262.287091 + Penalty 5137.597876 = -4598124.689214
  nChanged 2
		SP:Iteration 209Q (7436.970000 sec): 3 clusters
  Score: Raw -4603262.496870 + Penalty 5137.597876 = -4598124.898994
  nChanged 1
		SP:Iteration 210Q (7437.050000 sec): 3 clusters
  Score: Raw -4603262.573740 + Penalty 5137.597876 = -4598124.975864
  nChanged 1
		SP:Iteration 211Q (7437.140000 sec): 3 clusters
  Score: Raw -4603262.690976 + Penalty 5137.597876 = -4598125.093100
  nChanged 1
		SP:Iteration 212Q (7437.220000 sec): 3 clusters
  Score: Raw -4603262.788687 + Penalty 5137.597876 = -4598125.190811
  nChanged 0
		SP:Iteration 213F (7437.330000 sec): 3 clusters
  Score: Raw -4603262.788687 + Penalty 5137.597876 = -4598125.190811
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7437.640000 sec): 2 clusters
  Score: Raw -14350476.635145 + Penalty 2851.932735 = -14347624.702410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7437.980000 sec): 3 clusters
  Score: Raw -14287389.788243 + Penalty 5703.865470 = -14281685.922773
  nChanged 46534
		SP:Iteration 1F (7438.330000 sec): 3 clusters
  Score: Raw -14314091.250404 + Penalty 5703.865470 = -14308387.384934
  nChanged 3621
		SP:Iteration 2Q (7438.680000 sec): 3 clusters
  Score: Raw -14315059.655146 + Penalty 5703.865470 = -14309355.789676
  nChanged 3825
		SP:Iteration 3Q (7439.040000 sec): 3 clusters
  Score: Raw -14316243.008925 + Penalty 5703.865470 = -14310539.143455
  nChanged 4223
		SP:Iteration 4Q (7439.390000 sec): 3 clusters
  Score: Raw -14317739.221618 + Penalty 5703.865470 = -14312035.356148
  nChanged 4670
		SP:Iteration 5Q (7439.740000 sec): 3 clusters
  Score: Raw -14319620.093866 + Penalty 5703.865470 = -14313916.228395
  nChanged 5177
		SP:Iteration 6F (7440.080000 sec): 3 clusters
  Score: Raw -14322061.777739 + Penalty 5703.865470 = -14316357.912269
  nChanged 5723
		SP:Iteration 7F (7440.430000 sec): 3 clusters
  Score: Raw -14325179.212425 + Penalty 5703.865470 = -14319475.346955
  nChanged 6066
		SP:Iteration 8F (7440.780000 sec): 3 clusters
  Score: Raw -14328997.006882 + Penalty 5703.865470 = -14323293.141411
  nChanged 6096
		SP:Iteration 9F (7441.120000 sec): 3 clusters
  Score: Raw -14333470.071001 + Penalty 5703.865470 = -14327766.205531
  nChanged 5769
		SP:Iteration 10F (7441.470000 sec): 3 clusters
  Score: Raw -14338479.741494 + Penalty 5703.865470 = -14332775.876024
  nChanged 4652
		SP:Iteration 11Q (7441.810000 sec): 3 clusters
  Score: Raw -14342770.489719 + Penalty 5703.865470 = -14337066.624249
  nChanged 3122
		SP:Iteration 12Q (7442.140000 sec): 3 clusters
  Score: Raw -14345682.000765 + Penalty 5703.865470 = -14339978.135295
  nChanged 2091
		SP:Iteration 13Q (7442.440000 sec): 3 clusters
  Score: Raw -14347463.704094 + Penalty 5703.865470 = -14341759.838624
  nChanged 1402
		SP:Iteration 14Q (7442.730000 sec): 3 clusters
  Score: Raw -14348500.625191 + Penalty 5703.865470 = -14342796.759721
  nChanged 950
		SP:Iteration 15Q (7443.000000 sec): 3 clusters
  Score: Raw -14349104.325610 + Penalty 5703.865470 = -14343400.460140
  nChanged 712
		SP:Iteration 16Q (7443.270000 sec): 3 clusters
  Score: Raw -14349469.407788 + Penalty 5703.865470 = -14343765.542318
  nChanged 515
		SP:Iteration 17Q (7443.540000 sec): 3 clusters
  Score: Raw -14349730.654157 + Penalty 5703.865470 = -14344026.788687
  nChanged 469
		SP:Iteration 18Q (7443.800000 sec): 3 clusters
  Score: Raw -14349963.392011 + Penalty 5703.865470 = -14344259.526541
  nChanged 396
		SP:Iteration 19Q (7444.060000 sec): 3 clusters
  Score: Raw -14350148.655669 + Penalty 5703.865470 = -14344444.790199
  nChanged 370
		SP:Iteration 20F (7444.410000 sec): 3 clusters
  Score: Raw -14350313.423423 + Penalty 5703.865470 = -14344609.557952
  nChanged 321
		SP:Iteration 21Q (7444.670000 sec): 3 clusters
  Score: Raw -14350436.651103 + Penalty 5703.865470 = -14344732.785632
  nChanged 283
		SP:Iteration 22Q (7444.920000 sec): 3 clusters
  Score: Raw -14350552.139335 + Penalty 5703.865470 = -14344848.273865
  nChanged 285
		SP:Iteration 23Q (7445.180000 sec): 3 clusters
  Score: Raw -14350662.420871 + Penalty 5703.865470 = -14344958.555400
  nChanged 230
		SP:Iteration 24Q (7445.440000 sec): 3 clusters
  Score: Raw -14350736.027019 + Penalty 5703.865470 = -14345032.161549
  nChanged 181
		SP:Iteration 25Q (7445.700000 sec): 3 clusters
  Score: Raw -14350790.831648 + Penalty 5703.865470 = -14345086.966177
  nChanged 131
		SP:Iteration 26Q (7445.950000 sec): 3 clusters
  Score: Raw -14350831.946696 + Penalty 5703.865470 = -14345128.081226
  nChanged 130
		SP:Iteration 27Q (7446.200000 sec): 3 clusters
  Score: Raw -14350871.200318 + Penalty 5703.865470 = -14345167.334848
  nChanged 115
		SP:Iteration 28Q (7446.450000 sec): 3 clusters
  Score: Raw -14350902.719491 + Penalty 5703.865470 = -14345198.854021
  nChanged 99
		SP:Iteration 29Q (7446.700000 sec): 3 clusters
  Score: Raw -14350930.159277 + Penalty 5703.865470 = -14345226.293807
  nChanged 81
		SP:Iteration 30Q (7446.950000 sec): 3 clusters
  Score: Raw -14350949.621240 + Penalty 5703.865470 = -14345245.755770
  nChanged 74
		SP:Iteration 31Q (7447.200000 sec): 3 clusters
  Score: Raw -14350970.228406 + Penalty 5703.865470 = -14345266.362936
  nChanged 69
		SP:Iteration 32Q (7447.450000 sec): 3 clusters
  Score: Raw -14350990.423488 + Penalty 5703.865470 = -14345286.558018
  nChanged 68
		SP:Iteration 33Q (7447.700000 sec): 3 clusters
  Score: Raw -14351008.450170 + Penalty 5703.865470 = -14345304.584700
  nChanged 69
		SP:Iteration 34Q (7447.950000 sec): 3 clusters
  Score: Raw -14351026.399626 + Penalty 5703.865470 = -14345322.534156
  nChanged 68
		SP:Iteration 35Q (7448.200000 sec): 3 clusters
  Score: Raw -14351042.413957 + Penalty 5703.865470 = -14345338.548487
  nChanged 58
		SP:Iteration 36Q (7448.440000 sec): 3 clusters
  Score: Raw -14351059.080848 + Penalty 5703.865470 = -14345355.215378
  nChanged 54
		SP:Iteration 37Q (7448.690000 sec): 3 clusters
  Score: Raw -14351073.072117 + Penalty 5703.865470 = -14345369.206647
  nChanged 45
		SP:Iteration 38Q (7448.940000 sec): 3 clusters
  Score: Raw -14351084.627220 + Penalty 5703.865470 = -14345380.761750
  nChanged 38
		SP:Iteration 39Q (7449.190000 sec): 3 clusters
  Score: Raw -14351094.525028 + Penalty 5703.865470 = -14345390.659558
  nChanged 46
		SP:Iteration 40F (7449.530000 sec): 3 clusters
  Score: Raw -14351104.740716 + Penalty 5703.865470 = -14345400.875246
  nChanged 32
		SP:Iteration 41Q (7449.780000 sec): 3 clusters
  Score: Raw -14351114.063294 + Penalty 5703.865470 = -14345410.197824
  nChanged 26
		SP:Iteration 42Q (7450.020000 sec): 3 clusters
  Score: Raw -14351120.933941 + Penalty 5703.865470 = -14345417.068471
  nChanged 28
		SP:Iteration 43Q (7450.270000 sec): 3 clusters
  Score: Raw -14351127.158196 + Penalty 5703.865470 = -14345423.292726
  nChanged 24
		SP:Iteration 44Q (7450.520000 sec): 3 clusters
  Score: Raw -14351131.879830 + Penalty 5703.865470 = -14345428.014360
  nChanged 26
		SP:Iteration 45Q (7450.760000 sec): 3 clusters
  Score: Raw -14351137.019322 + Penalty 5703.865470 = -14345433.153852
  nChanged 18
		SP:Iteration 46Q (7451.010000 sec): 3 clusters
  Score: Raw -14351140.897517 + Penalty 5703.865470 = -14345437.032046
  nChanged 15
		SP:Iteration 47Q (7451.260000 sec): 3 clusters
  Score: Raw -14351143.805500 + Penalty 5703.865470 = -14345439.940030
  nChanged 13
		SP:Iteration 48Q (7451.510000 sec): 3 clusters
  Score: Raw -14351146.192025 + Penalty 5703.865470 = -14345442.326555
  nChanged 10
		SP:Iteration 49Q (7451.760000 sec): 3 clusters
  Score: Raw -14351148.102863 + Penalty 5703.865470 = -14345444.237393
  nChanged 6
		SP:Iteration 50Q (7452.000000 sec): 3 clusters
  Score: Raw -14351149.563274 + Penalty 5703.865470 = -14345445.697804
  nChanged 7
		SP:Iteration 51Q (7452.250000 sec): 3 clusters
  Score: Raw -14351150.937677 + Penalty 5703.865470 = -14345447.072207
  nChanged 13
		SP:Iteration 52Q (7452.500000 sec): 3 clusters
  Score: Raw -14351153.103870 + Penalty 5703.865470 = -14345449.238400
  nChanged 6
		SP:Iteration 53Q (7452.740000 sec): 3 clusters
  Score: Raw -14351154.328390 + Penalty 5703.865470 = -14345450.462920
  nChanged 8
		SP:Iteration 54Q (7452.990000 sec): 3 clusters
  Score: Raw -14351156.067025 + Penalty 5703.865470 = -14345452.201555
  nChanged 8
		SP:Iteration 55Q (7453.240000 sec): 3 clusters
  Score: Raw -14351158.102570 + Penalty 5703.865470 = -14345454.237100
  nChanged 17
		SP:Iteration 56Q (7453.480000 sec): 3 clusters
  Score: Raw -14351161.942860 + Penalty 5703.865470 = -14345458.077390
  nChanged 9
		SP:Iteration 57Q (7453.730000 sec): 3 clusters
  Score: Raw -14351163.907296 + Penalty 5703.865470 = -14345460.041826
  nChanged 11
		SP:Iteration 58Q (7453.980000 sec): 3 clusters
  Score: Raw -14351166.350601 + Penalty 5703.865470 = -14345462.485131
  nChanged 13
		SP:Iteration 59Q (7454.220000 sec): 3 clusters
  Score: Raw -14351168.269017 + Penalty 5703.865470 = -14345464.403546
  nChanged 9
		SP:Iteration 60F (7454.560000 sec): 3 clusters
  Score: Raw -14351170.082020 + Penalty 5703.865470 = -14345466.216550
  nChanged 7
		SP:Iteration 61Q (7454.810000 sec): 3 clusters
  Score: Raw -14351171.941731 + Penalty 5703.865470 = -14345468.076261
  nChanged 8
		SP:Iteration 62Q (7455.050000 sec): 3 clusters
  Score: Raw -14351173.670474 + Penalty 5703.865470 = -14345469.805004
  nChanged 5
		SP:Iteration 63Q (7455.300000 sec): 3 clusters
  Score: Raw -14351174.758557 + Penalty 5703.865470 = -14345470.893087
  nChanged 5
		SP:Iteration 64Q (7455.540000 sec): 3 clusters
  Score: Raw -14351175.715598 + Penalty 5703.865470 = -14345471.850128
  nChanged 8
		SP:Iteration 65Q (7455.790000 sec): 3 clusters
  Score: Raw -14351177.336734 + Penalty 5703.865470 = -14345473.471264
  nChanged 8
		SP:Iteration 66Q (7456.040000 sec): 3 clusters
  Score: Raw -14351178.706853 + Penalty 5703.865470 = -14345474.841383
  nChanged 6
		SP:Iteration 67Q (7456.280000 sec): 3 clusters
  Score: Raw -14351179.826686 + Penalty 5703.865470 = -14345475.961216
  nChanged 1
		SP:Iteration 68Q (7456.530000 sec): 3 clusters
  Score: Raw -14351180.072823 + Penalty 5703.865470 = -14345476.207353
  nChanged 3
		SP:Iteration 69Q (7456.780000 sec): 3 clusters
  Score: Raw -14351180.598409 + Penalty 5703.865470 = -14345476.732939
  nChanged 1
		SP:Iteration 70Q (7457.020000 sec): 3 clusters
  Score: Raw -14351181.164036 + Penalty 5703.865470 = -14345477.298565
  nChanged 4
		SP:Iteration 71Q (7457.270000 sec): 3 clusters
  Score: Raw -14351181.855285 + Penalty 5703.865470 = -14345477.989815
  nChanged 5
		SP:Iteration 72Q (7457.510000 sec): 3 clusters
  Score: Raw -14351182.586364 + Penalty 5703.865470 = -14345478.720894
  nChanged 2
		SP:Iteration 73Q (7457.760000 sec): 3 clusters
  Score: Raw -14351183.006832 + Penalty 5703.865470 = -14345479.141361
  nChanged 2
		SP:Iteration 74Q (7458.010000 sec): 3 clusters
  Score: Raw -14351183.412617 + Penalty 5703.865470 = -14345479.547147
  nChanged 3
		SP:Iteration 75Q (7458.250000 sec): 3 clusters
  Score: Raw -14351184.078541 + Penalty 5703.865470 = -14345480.213071
  nChanged 6
		SP:Iteration 76Q (7458.500000 sec): 3 clusters
  Score: Raw -14351185.813472 + Penalty 5703.865470 = -14345481.948002
  nChanged 7
		SP:Iteration 77Q (7458.750000 sec): 3 clusters
  Score: Raw -14351187.128877 + Penalty 5703.865470 = -14345483.263407
  nChanged 6
		SP:Iteration 78Q (7459.000000 sec): 3 clusters
  Score: Raw -14351188.094653 + Penalty 5703.865470 = -14345484.229183
  nChanged 3
		SP:Iteration 79Q (7459.240000 sec): 3 clusters
  Score: Raw -14351188.946561 + Penalty 5703.865470 = -14345485.081091
  nChanged 3
		SP:Iteration 80F (7459.580000 sec): 3 clusters
  Score: Raw -14351189.548635 + Penalty 5703.865470 = -14345485.683165
  nChanged 4
		SP:Iteration 81Q (7459.830000 sec): 3 clusters
  Score: Raw -14351190.879184 + Penalty 5703.865470 = -14345487.013714
  nChanged 7
		SP:Iteration 82Q (7460.070000 sec): 3 clusters
  Score: Raw -14351192.702030 + Penalty 5703.865470 = -14345488.836560
  nChanged 5
		SP:Iteration 83Q (7460.320000 sec): 3 clusters
  Score: Raw -14351193.545474 + Penalty 5703.865470 = -14345489.680003
  nChanged 4
		SP:Iteration 84Q (7460.560000 sec): 3 clusters
  Score: Raw -14351194.217189 + Penalty 5703.865470 = -14345490.351719
  nChanged 4
		SP:Iteration 85Q (7460.810000 sec): 3 clusters
  Score: Raw -14351194.842766 + Penalty 5703.865470 = -14345490.977295
  nChanged 3
		SP:Iteration 86Q (7461.060000 sec): 3 clusters
  Score: Raw -14351195.191387 + Penalty 5703.865470 = -14345491.325916
  nChanged 4
		SP:Iteration 87Q (7461.300000 sec): 3 clusters
  Score: Raw -14351195.788654 + Penalty 5703.865470 = -14345491.923184
  nChanged 2
		SP:Iteration 88Q (7461.540000 sec): 3 clusters
  Score: Raw -14351195.979438 + Penalty 5703.865470 = -14345492.113968
  nChanged 1
		SP:Iteration 89Q (7461.790000 sec): 3 clusters
  Score: Raw -14351196.122130 + Penalty 5703.865470 = -14345492.256660
  nChanged 1
		SP:Iteration 90Q (7462.040000 sec): 3 clusters
  Score: Raw -14351196.215777 + Penalty 5703.865470 = -14345492.350307
  nChanged 1
		SP:Iteration 91Q (7462.280000 sec): 3 clusters
  Score: Raw -14351196.303275 + Penalty 5703.865470 = -14345492.437805
  nChanged 1
		SP:Iteration 92Q (7462.520000 sec): 3 clusters
  Score: Raw -14351196.514000 + Penalty 5703.865470 = -14345492.648530
  nChanged 1
		SP:Iteration 93Q (7462.770000 sec): 3 clusters
  Score: Raw -14351196.654667 + Penalty 5703.865470 = -14345492.789196
  nChanged 1
		SP:Iteration 94Q (7463.020000 sec): 3 clusters
  Score: Raw -14351196.800293 + Penalty 5703.865470 = -14345492.934823
  nChanged 1
		SP:Iteration 95Q (7463.270000 sec): 3 clusters
  Score: Raw -14351196.999516 + Penalty 5703.865470 = -14345493.134045
  nChanged 1
		SP:Iteration 96Q (7463.510000 sec): 3 clusters
  Score: Raw -14351197.160940 + Penalty 5703.865470 = -14345493.295469
  nChanged 2
		SP:Iteration 97Q (7463.750000 sec): 3 clusters
  Score: Raw -14351197.442694 + Penalty 5703.865470 = -14345493.577224
  nChanged 0
		SP:Iteration 98F (7464.090000 sec): 3 clusters
  Score: Raw -14351197.442694 + Penalty 5703.865470 = -14345493.577224
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7464.220000 sec): 2 clusters
  Score: Raw -5609970.362832 + Penalty 2603.148306 = -5607367.214527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7464.350000 sec): 3 clusters
  Score: Raw -5587778.951307 + Penalty 5206.296611 = -5582572.654696
  nChanged 16500
		SP:Iteration 1F (7464.470000 sec): 3 clusters
  Score: Raw -5596740.970702 + Penalty 5206.296611 = -5591534.674091
  nChanged 1591
		SP:Iteration 2Q (7464.600000 sec): 3 clusters
  Score: Raw -5597193.546452 + Penalty 5206.296611 = -5591987.249841
  nChanged 1394
		SP:Iteration 3Q (7464.730000 sec): 3 clusters
  Score: Raw -5597560.329698 + Penalty 5206.296611 = -5592354.033087
  nChanged 1252
		SP:Iteration 4Q (7464.860000 sec): 3 clusters
  Score: Raw -5597871.668835 + Penalty 5206.296611 = -5592665.372224
  nChanged 1148
		SP:Iteration 5Q (7464.990000 sec): 3 clusters
  Score: Raw -5598153.037803 + Penalty 5206.296611 = -5592946.741192
  nChanged 987
		SP:Iteration 6Q (7465.120000 sec): 3 clusters
  Score: Raw -5598379.627086 + Penalty 5206.296611 = -5593173.330475
  nChanged 965
		SP:Iteration 7Q (7465.250000 sec): 3 clusters
  Score: Raw -5598601.167417 + Penalty 5206.296611 = -5593394.870806
  nChanged 914
		SP:Iteration 8Q (7465.380000 sec): 3 clusters
  Score: Raw -5598818.073807 + Penalty 5206.296611 = -5593611.777196
  nChanged 935
		SP:Iteration 9Q (7465.500000 sec): 3 clusters
  Score: Raw -5599064.344956 + Penalty 5206.296611 = -5593858.048345
  nChanged 1048
		SP:Iteration 10Q (7465.630000 sec): 3 clusters
  Score: Raw -5599376.297456 + Penalty 5206.296611 = -5594170.000845
  nChanged 1168
		SP:Iteration 11Q (7465.760000 sec): 3 clusters
  Score: Raw -5599803.420441 + Penalty 5206.296611 = -5594597.123830
  nChanged 1401
		SP:Iteration 12Q (7465.890000 sec): 3 clusters
  Score: Raw -5600439.359698 + Penalty 5206.296611 = -5595233.063086
  nChanged 1731
		SP:Iteration 13Q (7466.020000 sec): 3 clusters
  Score: Raw -5601403.013934 + Penalty 5206.296611 = -5596196.717323
  nChanged 2020
		SP:Iteration 14F (7466.140000 sec): 3 clusters
  Score: Raw -5602738.538650 + Penalty 5206.296611 = -5597532.242039
  nChanged 2153
		SP:Iteration 15F (7466.270000 sec): 3 clusters
  Score: Raw -5604357.405775 + Penalty 5206.296611 = -5599151.109164
  nChanged 2061
		SP:Iteration 16F (7466.400000 sec): 3 clusters
  Score: Raw -5606057.998706 + Penalty 5206.296611 = -5600851.702095
  nChanged 1760
		SP:Iteration 17Q (7466.520000 sec): 3 clusters
  Score: Raw -5607558.311479 + Penalty 5206.296611 = -5602352.014868
  nChanged 1232
		SP:Iteration 18Q (7466.630000 sec): 3 clusters
  Score: Raw -5608628.914252 + Penalty 5206.296611 = -5603422.617640
  nChanged 842
		SP:Iteration 19Q (7466.740000 sec): 3 clusters
  Score: Raw -5609325.806551 + Penalty 5206.296611 = -5604119.509940
  nChanged 507
		SP:Iteration 20F (7466.860000 sec): 3 clusters
  Score: Raw -5609731.179876 + Penalty 5206.296611 = -5604524.883265
  nChanged 275
		SP:Iteration 21Q (7466.960000 sec): 3 clusters
  Score: Raw -5609969.779385 + Penalty 5206.296611 = -5604763.482774
  nChanged 150
		SP:Iteration 22Q (7467.050000 sec): 3 clusters
  Score: Raw -5610096.767354 + Penalty 5206.296611 = -5604890.470743
  nChanged 84
		SP:Iteration 23Q (7467.140000 sec): 3 clusters
  Score: Raw -5610183.137110 + Penalty 5206.296611 = -5604976.840499
  nChanged 60
		SP:Iteration 24Q (7467.230000 sec): 3 clusters
  Score: Raw -5610241.016836 + Penalty 5206.296611 = -5605034.720225
  nChanged 32
		SP:Iteration 25Q (7467.320000 sec): 3 clusters
  Score: Raw -5610270.003295 + Penalty 5206.296611 = -5605063.706684
  nChanged 19
		SP:Iteration 26Q (7467.410000 sec): 3 clusters
  Score: Raw -5610286.043055 + Penalty 5206.296611 = -5605079.746444
  nChanged 8
		SP:Iteration 27Q (7467.500000 sec): 3 clusters
  Score: Raw -5610294.731299 + Penalty 5206.296611 = -5605088.434688
  nChanged 11
		SP:Iteration 28Q (7467.580000 sec): 3 clusters
  Score: Raw -5610304.398509 + Penalty 5206.296611 = -5605098.101898
  nChanged 7
		SP:Iteration 29Q (7467.670000 sec): 3 clusters
  Score: Raw -5610311.296305 + Penalty 5206.296611 = -5605104.999694
  nChanged 6
		SP:Iteration 30Q (7467.760000 sec): 3 clusters
  Score: Raw -5610316.364210 + Penalty 5206.296611 = -5605110.067599
  nChanged 4
		SP:Iteration 31Q (7467.850000 sec): 3 clusters
  Score: Raw -5610318.989535 + Penalty 5206.296611 = -5605112.692924
  nChanged 1
		SP:Iteration 32Q (7467.940000 sec): 3 clusters
  Score: Raw -5610319.609510 + Penalty 5206.296611 = -5605113.312899
  nChanged 0
		SP:Iteration 33F (7468.070000 sec): 3 clusters
  Score: Raw -5610319.609510 + Penalty 5206.296611 = -5605113.312899
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7468.370000 sec): 2 clusters
  Score: Raw -14574617.490066 + Penalty 2851.864876 = -14571765.625190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7468.720000 sec): 3 clusters
  Score: Raw -14511408.834486 + Penalty 5703.729753 = -14505705.104733
  nChanged 46581
		SP:Iteration 1F (7469.070000 sec): 3 clusters
  Score: Raw -14537883.619798 + Penalty 5703.729753 = -14532179.890046
  nChanged 2818
		SP:Iteration 2Q (7469.410000 sec): 3 clusters
  Score: Raw -14538443.391718 + Penalty 5703.729753 = -14532739.661966
  nChanged 2753
		SP:Iteration 3Q (7469.770000 sec): 3 clusters
  Score: Raw -14539030.959644 + Penalty 5703.729753 = -14533327.229892
  nChanged 2790
		SP:Iteration 4Q (7470.120000 sec): 3 clusters
  Score: Raw -14539735.619759 + Penalty 5703.729753 = -14534031.890006
  nChanged 3073
		SP:Iteration 5Q (7470.470000 sec): 3 clusters
  Score: Raw -14540666.715496 + Penalty 5703.729753 = -14534962.985744
  nChanged 3458
		SP:Iteration 6Q (7470.830000 sec): 3 clusters
  Score: Raw -14541945.055915 + Penalty 5703.729753 = -14536241.326163
  nChanged 3996
		SP:Iteration 7Q (7471.180000 sec): 3 clusters
  Score: Raw -14543702.923597 + Penalty 5703.729753 = -14537999.193844
  nChanged 4526
		SP:Iteration 8Q (7471.530000 sec): 3 clusters
  Score: Raw -14545943.109725 + Penalty 5703.729753 = -14540239.379972
  nChanged 4826
		SP:Iteration 9Q (7471.880000 sec): 3 clusters
  Score: Raw -14548458.376088 + Penalty 5703.729753 = -14542754.646335
  nChanged 4983
		SP:Iteration 10F (7472.230000 sec): 3 clusters
  Score: Raw -14551168.851940 + Penalty 5703.729753 = -14545465.122187
  nChanged 4934
		SP:Iteration 11F (7472.570000 sec): 3 clusters
  Score: Raw -14553897.930299 + Penalty 5703.729753 = -14548194.200546
  nChanged 4830
		SP:Iteration 12Q (7472.910000 sec): 3 clusters
  Score: Raw -14556622.474908 + Penalty 5703.729753 = -14550918.745156
  nChanged 4753
		SP:Iteration 13Q (7473.260000 sec): 3 clusters
  Score: Raw -14559337.301875 + Penalty 5703.729753 = -14553633.572122
  nChanged 4692
		SP:Iteration 14Q (7473.590000 sec): 3 clusters
  Score: Raw -14562073.050869 + Penalty 5703.729753 = -14556369.321117
  nChanged 4637
		SP:Iteration 15Q (7473.920000 sec): 3 clusters
  Score: Raw -14564870.410193 + Penalty 5703.729753 = -14559166.680440
  nChanged 4269
		SP:Iteration 16Q (7474.240000 sec): 3 clusters
  Score: Raw -14567445.739690 + Penalty 5703.729753 = -14561742.009938
  nChanged 3681
		SP:Iteration 17Q (7474.550000 sec): 3 clusters
  Score: Raw -14569644.444080 + Penalty 5703.729753 = -14563940.714327
  nChanged 2942
		SP:Iteration 18Q (7474.850000 sec): 3 clusters
  Score: Raw -14571412.361520 + Penalty 5703.729753 = -14565708.631768
  nChanged 2222
		SP:Iteration 19Q (7475.130000 sec): 3 clusters
  Score: Raw -14572724.587020 + Penalty 5703.729753 = -14567020.857268
  nChanged 1552
		SP:Iteration 20F (7475.470000 sec): 3 clusters
  Score: Raw -14573601.373826 + Penalty 5703.729753 = -14567897.644073
  nChanged 1035
		SP:Iteration 21Q (7475.740000 sec): 3 clusters
  Score: Raw -14574151.636814 + Penalty 5703.729753 = -14568447.907061
  nChanged 673
		SP:Iteration 22Q (7476.010000 sec): 3 clusters
  Score: Raw -14574489.795831 + Penalty 5703.729753 = -14568786.066078
  nChanged 448
		SP:Iteration 23Q (7476.270000 sec): 3 clusters
  Score: Raw -14574700.835849 + Penalty 5703.729753 = -14568997.106097
  nChanged 322
		SP:Iteration 24Q (7476.520000 sec): 3 clusters
  Score: Raw -14574842.938638 + Penalty 5703.729753 = -14569139.208885
  nChanged 238
		SP:Iteration 25Q (7476.770000 sec): 3 clusters
  Score: Raw -14574942.652034 + Penalty 5703.729753 = -14569238.922282
  nChanged 166
		SP:Iteration 26Q (7477.020000 sec): 3 clusters
  Score: Raw -14575009.174932 + Penalty 5703.729753 = -14569305.445179
  nChanged 130
		SP:Iteration 27Q (7477.270000 sec): 3 clusters
  Score: Raw -14575065.322514 + Penalty 5703.729753 = -14569361.592761
  nChanged 107
		SP:Iteration 28Q (7477.520000 sec): 3 clusters
  Score: Raw -14575106.518683 + Penalty 5703.729753 = -14569402.788931
  nChanged 74
		SP:Iteration 29Q (7477.770000 sec): 3 clusters
  Score: Raw -14575131.492338 + Penalty 5703.729753 = -14569427.762586
  nChanged 52
		SP:Iteration 30Q (7478.010000 sec): 3 clusters
  Score: Raw -14575149.708173 + Penalty 5703.729753 = -14569445.978421
  nChanged 41
		SP:Iteration 31Q (7478.260000 sec): 3 clusters
  Score: Raw -14575163.236760 + Penalty 5703.729753 = -14569459.507007
  nChanged 32
		SP:Iteration 32Q (7478.510000 sec): 3 clusters
  Score: Raw -14575175.113292 + Penalty 5703.729753 = -14569471.383540
  nChanged 23
		SP:Iteration 33Q (7478.750000 sec): 3 clusters
  Score: Raw -14575181.910407 + Penalty 5703.729753 = -14569478.180654
  nChanged 22
		SP:Iteration 34Q (7479.000000 sec): 3 clusters
  Score: Raw -14575189.121219 + Penalty 5703.729753 = -14569485.391466
  nChanged 21
		SP:Iteration 35Q (7479.250000 sec): 3 clusters
  Score: Raw -14575196.013172 + Penalty 5703.729753 = -14569492.283419
  nChanged 24
		SP:Iteration 36Q (7479.490000 sec): 3 clusters
  Score: Raw -14575203.770989 + Penalty 5703.729753 = -14569500.041237
  nChanged 25
		SP:Iteration 37Q (7479.740000 sec): 3 clusters
  Score: Raw -14575213.393415 + Penalty 5703.729753 = -14569509.663662
  nChanged 21
		SP:Iteration 38Q (7479.980000 sec): 3 clusters
  Score: Raw -14575221.899250 + Penalty 5703.729753 = -14569518.169498
  nChanged 13
		SP:Iteration 39Q (7480.230000 sec): 3 clusters
  Score: Raw -14575226.540864 + Penalty 5703.729753 = -14569522.811111
  nChanged 14
		SP:Iteration 40F (7480.570000 sec): 3 clusters
  Score: Raw -14575230.680927 + Penalty 5703.729753 = -14569526.951174
  nChanged 5
		SP:Iteration 41Q (7480.820000 sec): 3 clusters
  Score: Raw -14575232.861617 + Penalty 5703.729753 = -14569529.131865
  nChanged 10
		SP:Iteration 42Q (7481.070000 sec): 3 clusters
  Score: Raw -14575236.304059 + Penalty 5703.729753 = -14569532.574306
  nChanged 12
		SP:Iteration 43Q (7481.310000 sec): 3 clusters
  Score: Raw -14575239.969292 + Penalty 5703.729753 = -14569536.239540
  nChanged 11
		SP:Iteration 44Q (7481.560000 sec): 3 clusters
  Score: Raw -14575245.301971 + Penalty 5703.729753 = -14569541.572219
  nChanged 12
		SP:Iteration 45Q (7481.800000 sec): 3 clusters
  Score: Raw -14575249.694869 + Penalty 5703.729753 = -14569545.965117
  nChanged 12
		SP:Iteration 46Q (7482.050000 sec): 3 clusters
  Score: Raw -14575253.595583 + Penalty 5703.729753 = -14569549.865830
  nChanged 9
		SP:Iteration 47Q (7482.290000 sec): 3 clusters
  Score: Raw -14575256.931822 + Penalty 5703.729753 = -14569553.202069
  nChanged 10
		SP:Iteration 48Q (7482.530000 sec): 3 clusters
  Score: Raw -14575261.230814 + Penalty 5703.729753 = -14569557.501062
  nChanged 13
		SP:Iteration 49Q (7482.780000 sec): 3 clusters
  Score: Raw -14575266.418633 + Penalty 5703.729753 = -14569562.688881
  nChanged 12
		SP:Iteration 50Q (7483.020000 sec): 3 clusters
  Score: Raw -14575270.230663 + Penalty 5703.729753 = -14569566.500910
  nChanged 10
		SP:Iteration 51Q (7483.270000 sec): 3 clusters
  Score: Raw -14575273.511038 + Penalty 5703.729753 = -14569569.781286
  nChanged 6
		SP:Iteration 52Q (7483.510000 sec): 3 clusters
  Score: Raw -14575275.353594 + Penalty 5703.729753 = -14569571.623842
  nChanged 7
		SP:Iteration 53Q (7483.750000 sec): 3 clusters
  Score: Raw -14575277.034151 + Penalty 5703.729753 = -14569573.304399
  nChanged 3
		SP:Iteration 54Q (7483.990000 sec): 3 clusters
  Score: Raw -14575277.496518 + Penalty 5703.729753 = -14569573.766766
  nChanged 1
		SP:Iteration 55Q (7484.230000 sec): 3 clusters
  Score: Raw -14575277.689605 + Penalty 5703.729753 = -14569573.959853
  nChanged 2
		SP:Iteration 56Q (7484.480000 sec): 3 clusters
  Score: Raw -14575278.142754 + Penalty 5703.729753 = -14569574.413001
  nChanged 0
		SP:Iteration 57F (7484.820000 sec): 3 clusters
  Score: Raw -14575278.142754 + Penalty 5703.729753 = -14569574.413001
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7484.850000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7484.850000 sec): 3 clusters
  Score: Raw -22183.135075 + Penalty 2547.356025 = -19635.779050
  nChanged 4
		SP:Iteration 1Q (7484.860000 sec): 3 clusters
  Score: Raw -22197.507487 + Penalty 2547.356025 = -19650.151462
  nChanged 1
		SP:Iteration 2Q (7484.860000 sec): 3 clusters
  Score: Raw -22200.672045 + Penalty 2547.356025 = -19653.316020
  nChanged 0
		SP:Iteration 3F (7484.860000 sec): 3 clusters
  Score: Raw -22200.672045 + Penalty 2547.356025 = -19653.316020
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51080 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7485.020000 sec): 2 clusters
  Score: Raw -7501320.762395 + Penalty 2688.604781 = -7498632.157614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7485.200000 sec): 3 clusters
  Score: Raw -7469640.610523 + Penalty 5377.209562 = -7464263.400962
  nChanged 23522
		SP:Iteration 1F (7485.370000 sec): 3 clusters
  Score: Raw -7482522.998371 + Penalty 5377.209562 = -7477145.788810
  nChanged 2081
		SP:Iteration 2Q (7485.560000 sec): 3 clusters
  Score: Raw -7483102.366350 + Penalty 5377.209562 = -7477725.156788
  nChanged 2002
		SP:Iteration 3Q (7485.740000 sec): 3 clusters
  Score: Raw -7483692.685192 + Penalty 5377.209562 = -7478315.475630
  nChanged 1961
		SP:Iteration 4Q (7485.920000 sec): 3 clusters
  Score: Raw -7484385.727646 + Penalty 5377.209562 = -7479008.518084
  nChanged 2247
		SP:Iteration 5Q (7486.110000 sec): 3 clusters
  Score: Raw -7485329.483265 + Penalty 5377.209562 = -7479952.273703
  nChanged 2508
		SP:Iteration 6Q (7486.290000 sec): 3 clusters
  Score: Raw -7486585.035219 + Penalty 5377.209562 = -7481207.825657
  nChanged 3060
		SP:Iteration 7F (7486.470000 sec): 3 clusters
  Score: Raw -7488518.744089 + Penalty 5377.209562 = -7483141.534527
  nChanged 3553
		SP:Iteration 8F (7486.640000 sec): 3 clusters
  Score: Raw -7491190.281332 + Penalty 5377.209562 = -7485813.071770
  nChanged 3685
		SP:Iteration 9F (7486.820000 sec): 3 clusters
  Score: Raw -7494320.925799 + Penalty 5377.209562 = -7488943.716237
  nChanged 3203
		SP:Iteration 10F (7487.000000 sec): 3 clusters
  Score: Raw -7497266.511773 + Penalty 5377.209562 = -7491889.302212
  nChanged 2245
		SP:Iteration 11Q (7487.170000 sec): 3 clusters
  Score: Raw -7499378.530095 + Penalty 5377.209562 = -7494001.320533
  nChanged 1224
		SP:Iteration 12Q (7487.320000 sec): 3 clusters
  Score: Raw -7500553.336972 + Penalty 5377.209562 = -7495176.127410
  nChanged 568
		SP:Iteration 13Q (7487.460000 sec): 3 clusters
  Score: Raw -7501111.386800 + Penalty 5377.209562 = -7495734.177238
  nChanged 294
		SP:Iteration 14Q (7487.590000 sec): 3 clusters
  Score: Raw -7501388.557118 + Penalty 5377.209562 = -7496011.347556
  nChanged 168
		SP:Iteration 15Q (7487.730000 sec): 3 clusters
  Score: Raw -7501531.963866 + Penalty 5377.209562 = -7496154.754305
  nChanged 106
		SP:Iteration 16Q (7487.860000 sec): 3 clusters
  Score: Raw -7501607.866346 + Penalty 5377.209562 = -7496230.656784
  nChanged 59
		SP:Iteration 17Q (7487.980000 sec): 3 clusters
  Score: Raw -7501653.273768 + Penalty 5377.209562 = -7496276.064206
  nChanged 38
		SP:Iteration 18Q (7488.110000 sec): 3 clusters
  Score: Raw -7501674.518375 + Penalty 5377.209562 = -7496297.308813
  nChanged 25
		SP:Iteration 19Q (7488.230000 sec): 3 clusters
  Score: Raw -7501687.356088 + Penalty 5377.209562 = -7496310.146526
  nChanged 14
		SP:Iteration 20F (7488.410000 sec): 3 clusters
  Score: Raw -7501694.072371 + Penalty 5377.209562 = -7496316.862809
  nChanged 11
		SP:Iteration 21Q (7488.530000 sec): 3 clusters
  Score: Raw -7501699.433356 + Penalty 5377.209562 = -7496322.223794
  nChanged 10
		SP:Iteration 22Q (7488.650000 sec): 3 clusters
  Score: Raw -7501702.941952 + Penalty 5377.209562 = -7496325.732390
  nChanged 9
		SP:Iteration 23Q (7488.780000 sec): 3 clusters
  Score: Raw -7501707.689572 + Penalty 5377.209562 = -7496330.480010
  nChanged 7
		SP:Iteration 24Q (7488.900000 sec): 3 clusters
  Score: Raw -7501711.746261 + Penalty 5377.209562 = -7496334.536699
  nChanged 7
		SP:Iteration 25Q (7489.030000 sec): 3 clusters
  Score: Raw -7501715.516484 + Penalty 5377.209562 = -7496338.306922
  nChanged 7
		SP:Iteration 26Q (7489.150000 sec): 3 clusters
  Score: Raw -7501719.537173 + Penalty 5377.209562 = -7496342.327612
  nChanged 7
		SP:Iteration 27Q (7489.270000 sec): 3 clusters
  Score: Raw -7501723.513608 + Penalty 5377.209562 = -7496346.304046
  nChanged 8
		SP:Iteration 28Q (7489.400000 sec): 3 clusters
  Score: Raw -7501728.359850 + Penalty 5377.209562 = -7496351.150288
  nChanged 6
		SP:Iteration 29Q (7489.520000 sec): 3 clusters
  Score: Raw -7501732.462690 + Penalty 5377.209562 = -7496355.253128
  nChanged 5
		SP:Iteration 30Q (7489.640000 sec): 3 clusters
  Score: Raw -7501735.625367 + Penalty 5377.209562 = -7496358.415805
  nChanged 5
		SP:Iteration 31Q (7489.770000 sec): 3 clusters
  Score: Raw -7501738.205177 + Penalty 5377.209562 = -7496360.995615
  nChanged 4
		SP:Iteration 32Q (7489.890000 sec): 3 clusters
  Score: Raw -7501739.675480 + Penalty 5377.209562 = -7496362.465918
  nChanged 3
		SP:Iteration 33Q (7490.010000 sec): 3 clusters
  Score: Raw -7501741.773571 + Penalty 5377.209562 = -7496364.564009
  nChanged 3
		SP:Iteration 34Q (7490.140000 sec): 3 clusters
  Score: Raw -7501743.471396 + Penalty 5377.209562 = -7496366.261834
  nChanged 0
		SP:Iteration 35F (7490.310000 sec): 3 clusters
  Score: Raw -7501743.471396 + Penalty 5377.209562 = -7496366.261834
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7490.340000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7490.340000 sec): 3 clusters
  Score: Raw -76027.144068 + Penalty 3043.240186 = -72983.903882
  nChanged 106
		SP:Iteration 1F (7490.340000 sec): 3 clusters
  Score: Raw -76285.306979 + Penalty 3043.240186 = -73242.066793
  nChanged 41
		SP:Iteration 2F (7490.340000 sec): 3 clusters
  Score: Raw -76411.303630 + Penalty 3043.240186 = -73368.063444
  nChanged 32
		SP:Iteration 3F (7490.340000 sec): 3 clusters
  Score: Raw -76523.138475 + Penalty 3043.240186 = -73479.898289
  nChanged 22
		SP:Iteration 4Q (7490.350000 sec): 3 clusters
  Score: Raw -76609.671224 + Penalty 3043.240186 = -73566.431038
  nChanged 16
		SP:Iteration 5Q (7490.350000 sec): 3 clusters
  Score: Raw -76714.644423 + Penalty 3043.240186 = -73671.404237
  nChanged 21
		SP:Iteration 6Q (7490.350000 sec): 3 clusters
  Score: Raw -76784.828829 + Penalty 3043.240186 = -73741.588643
  nChanged 11
		SP:Iteration 7Q (7490.350000 sec): 3 clusters
  Score: Raw -76837.001502 + Penalty 3043.240186 = -73793.761316
  nChanged 8
		SP:Iteration 8Q (7490.350000 sec): 3 clusters
  Score: Raw -76885.279079 + Penalty 3043.240186 = -73842.038893
  nChanged 4
		SP:Iteration 9Q (7490.350000 sec): 3 clusters
  Score: Raw -76901.149602 + Penalty 3043.240186 = -73857.909416
  nChanged 1
		SP:Iteration 10Q (7490.350000 sec): 3 clusters
  Score: Raw -76913.076011 + Penalty 3043.240186 = -73869.835825
  nChanged 1
		SP:Iteration 11Q (7490.350000 sec): 3 clusters
  Score: Raw -76926.115734 + Penalty 3043.240186 = -73882.875548
  nChanged 1
		SP:Iteration 12Q (7490.350000 sec): 3 clusters
  Score: Raw -76934.056745 + Penalty 3043.240186 = -73890.816559
  nChanged 0
		SP:Iteration 13F (7490.360000 sec): 3 clusters
  Score: Raw -76934.056745 + Penalty 3043.240186 = -73890.816559
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7490.360000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7490.360000 sec): 3 clusters
  Score: Raw -68278.900586 + Penalty 3055.958832 = -65222.941754
  nChanged 76
		SP:Iteration 1F (7490.370000 sec): 3 clusters
  Score: Raw -68429.083357 + Penalty 3055.958832 = -65373.124526
  nChanged 18
		SP:Iteration 2Q (7490.370000 sec): 3 clusters
  Score: Raw -68478.231981 + Penalty 3055.958832 = -65422.273149
  nChanged 10
		SP:Iteration 3Q (7490.370000 sec): 3 clusters
  Score: Raw -68498.914966 + Penalty 3055.958832 = -65442.956135
  nChanged 12
		SP:Iteration 4Q (7490.370000 sec): 3 clusters
  Score: Raw -68533.959799 + Penalty 3055.958832 = -65478.000967
  nChanged 11
		SP:Iteration 5Q (7490.370000 sec): 3 clusters
  Score: Raw -68559.433195 + Penalty 3055.958832 = -65503.474364
  nChanged 5
		SP:Iteration 6Q (7490.370000 sec): 3 clusters
  Score: Raw -68567.994017 + Penalty 3055.958832 = -65512.035185
  nChanged 4
		SP:Iteration 7Q (7490.370000 sec): 3 clusters
  Score: Raw -68574.535361 + Penalty 3055.958832 = -65518.576530
  nChanged 2
		SP:Iteration 8Q (7490.370000 sec): 3 clusters
  Score: Raw -68580.367646 + Penalty 3055.958832 = -65524.408814
  nChanged 3
		SP:Iteration 9Q (7490.380000 sec): 3 clusters
  Score: Raw -68586.462242 + Penalty 3055.958832 = -65530.503410
  nChanged 3
		SP:Iteration 10Q (7490.380000 sec): 3 clusters
  Score: Raw -68599.069182 + Penalty 3055.958832 = -65543.110351
  nChanged 5
		SP:Iteration 11Q (7490.380000 sec): 3 clusters
  Score: Raw -68612.789098 + Penalty 3055.958832 = -65556.830266
  nChanged 4
		SP:Iteration 12Q (7490.380000 sec): 3 clusters
  Score: Raw -68620.608761 + Penalty 3055.958832 = -65564.649930
  nChanged 1
		SP:Iteration 13Q (7490.380000 sec): 3 clusters
  Score: Raw -68621.942033 + Penalty 3055.958832 = -65565.983201
  nChanged 0
		SP:Iteration 14F (7490.390000 sec): 3 clusters
  Score: Raw -68621.942033 + Penalty 3055.958832 = -65565.983201
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (268325 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7491.220000 sec): 2 clusters
  Score: Raw -39706691.156725 + Penalty 3099.988644 = -39703591.168080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7492.160000 sec): 3 clusters
  Score: Raw -39529815.965747 + Penalty 6199.977289 = -39523615.988458
  nChanged 129475
		SP:Iteration 1F (7493.100000 sec): 3 clusters
  Score: Raw -39606006.894881 + Penalty 6199.977289 = -39599806.917592
  nChanged 6765
		SP:Iteration 2Q (7494.050000 sec): 3 clusters
  Score: Raw -39607424.505726 + Penalty 6199.977289 = -39601224.528437
  nChanged 7979
		SP:Iteration 3Q (7495.020000 sec): 3 clusters
  Score: Raw -39609605.113202 + Penalty 6199.977289 = -39603405.135913
  nChanged 10298
		SP:Iteration 4Q (7495.980000 sec): 3 clusters
  Score: Raw -39613515.507974 + Penalty 6199.977289 = -39607315.530685
  nChanged 14451
		SP:Iteration 5F (7496.920000 sec): 3 clusters
  Score: Raw -39621059.839661 + Penalty 6199.977289 = -39614859.862372
  nChanged 19971
		SP:Iteration 6F (7497.860000 sec): 3 clusters
  Score: Raw -39634906.238073 + Penalty 6199.977289 = -39628706.260784
  nChanged 24511
		SP:Iteration 7F (7498.790000 sec): 3 clusters
  Score: Raw -39656294.233477 + Penalty 6199.977289 = -39650094.256188
  nChanged 24366
		SP:Iteration 8F (7499.720000 sec): 3 clusters
  Score: Raw -39680524.362777 + Penalty 6199.977289 = -39674324.385489
  nChanged 16671
		SP:Iteration 9F (7500.660000 sec): 3 clusters
  Score: Raw -39697462.250589 + Penalty 6199.977289 = -39691262.273301
  nChanged 7156
		SP:Iteration 10Q (7501.480000 sec): 3 clusters
  Score: Raw -39704442.731286 + Penalty 6199.977289 = -39698242.753997
  nChanged 1986
		SP:Iteration 11Q (7502.220000 sec): 3 clusters
  Score: Raw -39706307.893319 + Penalty 6199.977289 = -39700107.916030
  nChanged 391
		SP:Iteration 12Q (7502.890000 sec): 3 clusters
  Score: Raw -39706731.627242 + Penalty 6199.977289 = -39700531.649953
  nChanged 98
		SP:Iteration 13Q (7503.540000 sec): 3 clusters
  Score: Raw -39706881.984049 + Penalty 6199.977289 = -39700682.006761
  nChanged 37
		SP:Iteration 14Q (7504.180000 sec): 3 clusters
  Score: Raw -39706958.578205 + Penalty 6199.977289 = -39700758.600916
  nChanged 20
		SP:Iteration 15Q (7504.820000 sec): 3 clusters
  Score: Raw -39706999.063640 + Penalty 6199.977289 = -39700799.086351
  nChanged 12
		SP:Iteration 16Q (7505.460000 sec): 3 clusters
  Score: Raw -39707021.775609 + Penalty 6199.977289 = -39700821.798320
  nChanged 5
		SP:Iteration 17Q (7506.100000 sec): 3 clusters
  Score: Raw -39707029.747116 + Penalty 6199.977289 = -39700829.769828
  nChanged 3
		SP:Iteration 18Q (7506.740000 sec): 3 clusters
  Score: Raw -39707037.299693 + Penalty 6199.977289 = -39700837.322404
  nChanged 1
		SP:Iteration 19Q (7507.380000 sec): 3 clusters
  Score: Raw -39707039.030435 + Penalty 6199.977289 = -39700839.053146
  nChanged 0
		SP:Iteration 20F (7508.300000 sec): 3 clusters
  Score: Raw -39707039.030435 + Penalty 6199.977289 = -39700839.053146
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33593 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7508.480000 sec): 2 clusters
  Score: Raw -5134675.926099 + Penalty 2584.674102 = -5132091.251997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7508.600000 sec): 3 clusters
  Score: Raw -5114322.296626 + Penalty 5169.348203 = -5109152.948422
  nChanged 15135
		SP:Iteration 1F (7508.720000 sec): 3 clusters
  Score: Raw -5122651.679313 + Penalty 5169.348203 = -5117482.331110
  nChanged 1414
		SP:Iteration 2Q (7508.840000 sec): 3 clusters
  Score: Raw -5123039.443782 + Penalty 5169.348203 = -5117870.095578
  nChanged 1175
		SP:Iteration 3Q (7508.960000 sec): 3 clusters
  Score: Raw -5123332.876917 + Penalty 5169.348203 = -5118163.528714
  nChanged 1067
		SP:Iteration 4Q (7509.080000 sec): 3 clusters
  Score: Raw -5123593.055838 + Penalty 5169.348203 = -5118423.707635
  nChanged 971
		SP:Iteration 5Q (7509.200000 sec): 3 clusters
  Score: Raw -5123826.886791 + Penalty 5169.348203 = -5118657.538587
  nChanged 918
		SP:Iteration 6Q (7509.320000 sec): 3 clusters
  Score: Raw -5124071.196716 + Penalty 5169.348203 = -5118901.848513
  nChanged 946
		SP:Iteration 7Q (7509.440000 sec): 3 clusters
  Score: Raw -5124361.270231 + Penalty 5169.348203 = -5119191.922028
  nChanged 1072
		SP:Iteration 8Q (7509.560000 sec): 3 clusters
  Score: Raw -5124747.355104 + Penalty 5169.348203 = -5119578.006900
  nChanged 1290
		SP:Iteration 9Q (7509.680000 sec): 3 clusters
  Score: Raw -5125304.452808 + Penalty 5169.348203 = -5120135.104605
  nChanged 1567
		SP:Iteration 10Q (7509.800000 sec): 3 clusters
  Score: Raw -5126140.245510 + Penalty 5169.348203 = -5120970.897306
  nChanged 1959
		SP:Iteration 11F (7509.920000 sec): 3 clusters
  Score: Raw -5127419.830949 + Penalty 5169.348203 = -5122250.482745
  nChanged 2231
		SP:Iteration 12F (7510.030000 sec): 3 clusters
  Score: Raw -5129175.225434 + Penalty 5169.348203 = -5124005.877230
  nChanged 2229
		SP:Iteration 13F (7510.150000 sec): 3 clusters
  Score: Raw -5131146.983473 + Penalty 5169.348203 = -5125977.635270
  nChanged 1804
		SP:Iteration 14F (7510.260000 sec): 3 clusters
  Score: Raw -5132834.594154 + Penalty 5169.348203 = -5127665.245950
  nChanged 1173
		SP:Iteration 15Q (7510.370000 sec): 3 clusters
  Score: Raw -5133956.887753 + Penalty 5169.348203 = -5128787.539549
  nChanged 543
		SP:Iteration 16Q (7510.460000 sec): 3 clusters
  Score: Raw -5134481.850442 + Penalty 5169.348203 = -5129312.502239
  nChanged 232
		SP:Iteration 17Q (7510.560000 sec): 3 clusters
  Score: Raw -5134717.511055 + Penalty 5169.348203 = -5129548.162852
  nChanged 92
		SP:Iteration 18Q (7510.640000 sec): 3 clusters
  Score: Raw -5134826.817195 + Penalty 5169.348203 = -5129657.468991
  nChanged 49
		SP:Iteration 19Q (7510.720000 sec): 3 clusters
  Score: Raw -5134895.236932 + Penalty 5169.348203 = -5129725.888728
  nChanged 27
		SP:Iteration 20F (7510.840000 sec): 3 clusters
  Score: Raw -5134935.183085 + Penalty 5169.348203 = -5129765.834881
  nChanged 17
		SP:Iteration 21Q (7510.920000 sec): 3 clusters
  Score: Raw -5134961.010974 + Penalty 5169.348203 = -5129791.662771
  nChanged 10
		SP:Iteration 22Q (7511.010000 sec): 3 clusters
  Score: Raw -5134981.878092 + Penalty 5169.348203 = -5129812.529889
  nChanged 9
		SP:Iteration 23Q (7511.090000 sec): 3 clusters
  Score: Raw -5134995.389713 + Penalty 5169.348203 = -5129826.041509
  nChanged 4
		SP:Iteration 24Q (7511.170000 sec): 3 clusters
  Score: Raw -5135000.415091 + Penalty 5169.348203 = -5129831.066887
  nChanged 1
		SP:Iteration 25Q (7511.250000 sec): 3 clusters
  Score: Raw -5135001.222325 + Penalty 5169.348203 = -5129831.874121
  nChanged 2
		SP:Iteration 26Q (7511.330000 sec): 3 clusters
  Score: Raw -5135003.334476 + Penalty 5169.348203 = -5129833.986272
  nChanged 1
		SP:Iteration 27Q (7511.410000 sec): 3 clusters
  Score: Raw -5135003.943699 + Penalty 5169.348203 = -5129834.595495
  nChanged 1
		SP:Iteration 28Q (7511.500000 sec): 3 clusters
  Score: Raw -5135005.041789 + Penalty 5169.348203 = -5129835.693586
  nChanged 0
		SP:Iteration 29F (7511.610000 sec): 3 clusters
  Score: Raw -5135005.041789 + Penalty 5169.348203 = -5129835.693586
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.630000 sec): 2 clusters
  Score: Raw -140430.621500 + Penalty 1730.597008 = -138700.024491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.630000 sec): 3 clusters
  Score: Raw -140184.938766 + Penalty 3461.194016 = -136723.744750
  nChanged 272
		SP:Iteration 1F (7511.640000 sec): 3 clusters
  Score: Raw -140498.111655 + Penalty 3461.194016 = -137036.917638
  nChanged 75
		SP:Iteration 2F (7511.640000 sec): 3 clusters
  Score: Raw -140625.367243 + Penalty 3461.194016 = -137164.173227
  nChanged 53
		SP:Iteration 3Q (7511.640000 sec): 3 clusters
  Score: Raw -140713.284176 + Penalty 3461.194016 = -137252.090160
  nChanged 45
		SP:Iteration 4Q (7511.640000 sec): 3 clusters
  Score: Raw -140793.379188 + Penalty 3461.194016 = -137332.185172
  nChanged 37
		SP:Iteration 5Q (7511.650000 sec): 3 clusters
  Score: Raw -140844.855867 + Penalty 3461.194016 = -137383.661851
  nChanged 26
		SP:Iteration 6Q (7511.650000 sec): 3 clusters
  Score: Raw -140884.742459 + Penalty 3461.194016 = -137423.548443
  nChanged 26
		SP:Iteration 7Q (7511.660000 sec): 3 clusters
  Score: Raw -140924.457590 + Penalty 3461.194016 = -137463.263573
  nChanged 15
		SP:Iteration 8Q (7511.660000 sec): 3 clusters
  Score: Raw -140949.474504 + Penalty 3461.194016 = -137488.280488
  nChanged 11
		SP:Iteration 9Q (7511.660000 sec): 3 clusters
  Score: Raw -140966.027550 + Penalty 3461.194016 = -137504.833534
  nChanged 5
		SP:Iteration 10Q (7511.670000 sec): 3 clusters
  Score: Raw -140978.313763 + Penalty 3461.194016 = -137517.119747
  nChanged 11
		SP:Iteration 11Q (7511.670000 sec): 3 clusters
  Score: Raw -140996.127492 + Penalty 3461.194016 = -137534.933475
  nChanged 7
		SP:Iteration 12Q (7511.670000 sec): 3 clusters
  Score: Raw -141006.350854 + Penalty 3461.194016 = -137545.156837
  nChanged 6
		SP:Iteration 13Q (7511.680000 sec): 3 clusters
  Score: Raw -141012.721164 + Penalty 3461.194016 = -137551.527147
  nChanged 0
		SP:Iteration 14F (7511.680000 sec): 3 clusters
  Score: Raw -141012.721164 + Penalty 3461.194016 = -137551.527147
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.680000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.680000 sec): 3 clusters
  Score: Raw -31534.657676 + Penalty 2705.839273 = -28828.818403
  nChanged 24
		SP:Iteration 1F (7511.680000 sec): 3 clusters
  Score: Raw -31632.533304 + Penalty 2705.839273 = -28926.694031
  nChanged 5
		SP:Iteration 2Q (7511.690000 sec): 3 clusters
  Score: Raw -31654.471929 + Penalty 2705.839273 = -28948.632656
  nChanged 1
		SP:Iteration 3Q (7511.690000 sec): 3 clusters
  Score: Raw -31659.447716 + Penalty 2705.839273 = -28953.608443
  nChanged 1
		SP:Iteration 4Q (7511.690000 sec): 3 clusters
  Score: Raw -31662.708962 + Penalty 2705.839273 = -28956.869689
  nChanged 1
		SP:Iteration 5Q (7511.690000 sec): 3 clusters
  Score: Raw -31666.820891 + Penalty 2705.839273 = -28960.981618
  nChanged 0
		SP:Iteration 6F (7511.690000 sec): 3 clusters
  Score: Raw -31666.820891 + Penalty 2705.839273 = -28960.981618
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.690000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.700000 sec): 3 clusters
  Score: Raw -77754.207387 + Penalty 3172.049753 = -74582.157634
  nChanged 127
		SP:Iteration 1F (7511.700000 sec): 3 clusters
  Score: Raw -77996.156089 + Penalty 3172.049753 = -74824.106336
  nChanged 43
		SP:Iteration 2F (7511.700000 sec): 3 clusters
  Score: Raw -78106.479641 + Penalty 3172.049753 = -74934.429889
  nChanged 30
		SP:Iteration 3F (7511.700000 sec): 3 clusters
  Score: Raw -78178.417067 + Penalty 3172.049753 = -75006.367314
  nChanged 17
		SP:Iteration 4Q (7511.700000 sec): 3 clusters
  Score: Raw -78248.247997 + Penalty 3172.049753 = -75076.198244
  nChanged 19
		SP:Iteration 5Q (7511.700000 sec): 3 clusters
  Score: Raw -78321.221185 + Penalty 3172.049753 = -75149.171433
  nChanged 20
		SP:Iteration 6Q (7511.710000 sec): 3 clusters
  Score: Raw -78415.322776 + Penalty 3172.049753 = -75243.273023
  nChanged 21
		SP:Iteration 7Q (7511.710000 sec): 3 clusters
  Score: Raw -78467.060288 + Penalty 3172.049753 = -75295.010535
  nChanged 21
		SP:Iteration 8Q (7511.710000 sec): 3 clusters
  Score: Raw -78528.329524 + Penalty 3172.049753 = -75356.279771
  nChanged 18
		SP:Iteration 9Q (7511.710000 sec): 3 clusters
  Score: Raw -78598.759650 + Penalty 3172.049753 = -75426.709897
  nChanged 11
		SP:Iteration 10Q (7511.720000 sec): 3 clusters
  Score: Raw -78643.792494 + Penalty 3172.049753 = -75471.742742
  nChanged 11
		SP:Iteration 11Q (7511.720000 sec): 3 clusters
  Score: Raw -78692.679584 + Penalty 3172.049753 = -75520.629831
  nChanged 9
		SP:Iteration 12Q (7511.720000 sec): 3 clusters
  Score: Raw -78716.256371 + Penalty 3172.049753 = -75544.206619
  nChanged 6
		SP:Iteration 13Q (7511.720000 sec): 3 clusters
  Score: Raw -78740.876334 + Penalty 3172.049753 = -75568.826581
  nChanged 5
		SP:Iteration 14Q (7511.720000 sec): 3 clusters
  Score: Raw -78758.614704 + Penalty 3172.049753 = -75586.564951
  nChanged 7
		SP:Iteration 15Q (7511.720000 sec): 3 clusters
  Score: Raw -78775.502923 + Penalty 3172.049753 = -75603.453170
  nChanged 3
		SP:Iteration 16Q (7511.720000 sec): 3 clusters
  Score: Raw -78780.297890 + Penalty 3172.049753 = -75608.248138
  nChanged 0
		SP:Iteration 17F (7511.730000 sec): 3 clusters
  Score: Raw -78780.297890 + Penalty 3172.049753 = -75608.248138
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.730000 sec): 2 clusters
  Score: Raw -24891.149195 + Penalty 1367.330329 = -23523.818866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.730000 sec): 3 clusters
  Score: Raw -25372.593443 + Penalty 2734.660658 = -22637.932785
  nChanged 47
		SP:Iteration 1F (7511.730000 sec): 3 clusters
  Score: Raw -25855.372695 + Penalty 2734.660658 = -23120.712037
  nChanged 21
		SP:Iteration 2F (7511.730000 sec): 3 clusters
  Score: Raw -25979.825631 + Penalty 2734.660658 = -23245.164973
  nChanged 9
		SP:Iteration 3Q (7511.730000 sec): 3 clusters
  Score: Raw -26041.330609 + Penalty 2734.660658 = -23306.669951
  nChanged 3
		SP:Iteration 4Q (7511.740000 sec): 3 clusters
  Score: Raw -26080.695045 + Penalty 2734.660658 = -23346.034387
  nChanged 0
		SP:Iteration 5F (7511.740000 sec): 3 clusters
  Score: Raw -26080.695045 + Penalty 2734.660658 = -23346.034387
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.740000 sec): 2 clusters
  Score: Raw -33339.247056 + Penalty 1391.149005 = -31948.098051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.740000 sec): 3 clusters
  Score: Raw -33523.349021 + Penalty 2782.298010 = -30741.051011
  nChanged 34
		SP:Iteration 1F (7511.740000 sec): 3 clusters
  Score: Raw -33746.731507 + Penalty 2782.298010 = -30964.433496
  nChanged 19
		SP:Iteration 2F (7511.740000 sec): 3 clusters
  Score: Raw -33950.751198 + Penalty 2782.298010 = -31168.453188
  nChanged 17
		SP:Iteration 3F (7511.740000 sec): 3 clusters
  Score: Raw -34074.845432 + Penalty 2782.298010 = -31292.547421
  nChanged 11
		SP:Iteration 4Q (7511.740000 sec): 3 clusters
  Score: Raw -34139.543885 + Penalty 2782.298010 = -31357.245874
  nChanged 1
		SP:Iteration 5Q (7511.740000 sec): 3 clusters
  Score: Raw -34144.024419 + Penalty 2782.298010 = -31361.726408
  nChanged 0
		SP:Iteration 6F (7511.740000 sec): 3 clusters
  Score: Raw -34144.024419 + Penalty 2782.298010 = -31361.726408
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.750000 sec): 2 clusters
  Score: Raw -29517.385556 + Penalty 1335.354776 = -28182.030780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.750000 sec): 3 clusters
  Score: Raw -29701.001292 + Penalty 2670.709551 = -27030.291741
  nChanged 13
		SP:Iteration 1F (7511.750000 sec): 3 clusters
  Score: Raw -29744.347538 + Penalty 2670.709551 = -27073.637987
  nChanged 5
		SP:Iteration 2Q (7511.750000 sec): 3 clusters
  Score: Raw -29762.780693 + Penalty 2670.709551 = -27092.071142
  nChanged 1
		SP:Iteration 3Q (7511.750000 sec): 3 clusters
  Score: Raw -29767.724954 + Penalty 2670.709551 = -27097.015403
  nChanged 1
		SP:Iteration 4Q (7511.750000 sec): 3 clusters
  Score: Raw -29771.078360 + Penalty 2670.709551 = -27100.368809
  nChanged 1
		SP:Iteration 5Q (7511.750000 sec): 3 clusters
  Score: Raw -29773.700555 + Penalty 2670.709551 = -27102.991004
  nChanged 0
		SP:Iteration 6F (7511.760000 sec): 3 clusters
  Score: Raw -29773.700555 + Penalty 2670.709551 = -27102.991004
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.760000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.760000 sec): 3 clusters
  Score: Raw -55066.162076 + Penalty 2975.472535 = -52090.689541
  nChanged 60
		SP:Iteration 1F (7511.760000 sec): 3 clusters
  Score: Raw -55202.035112 + Penalty 2975.472535 = -52226.562577
  nChanged 18
		SP:Iteration 2Q (7511.760000 sec): 3 clusters
  Score: Raw -55261.042439 + Penalty 2975.472535 = -52285.569904
  nChanged 8
		SP:Iteration 3Q (7511.760000 sec): 3 clusters
  Score: Raw -55276.929113 + Penalty 2975.472535 = -52301.456578
  nChanged 5
		SP:Iteration 4Q (7511.760000 sec): 3 clusters
  Score: Raw -55290.647867 + Penalty 2975.472535 = -52315.175333
  nChanged 3
		SP:Iteration 5Q (7511.760000 sec): 3 clusters
  Score: Raw -55301.988567 + Penalty 2975.472535 = -52326.516032
  nChanged 1
		SP:Iteration 6Q (7511.770000 sec): 3 clusters
  Score: Raw -55303.137958 + Penalty 2975.472535 = -52327.665423
  nChanged 0
		SP:Iteration 7F (7511.770000 sec): 3 clusters
  Score: Raw -55303.137958 + Penalty 2975.472535 = -52327.665423
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.770000 sec): 2 clusters
  Score: Raw -17715.061371 + Penalty 1316.450389 = -16398.610982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.770000 sec): 3 clusters
  Score: Raw -18207.355556 + Penalty 2632.900778 = -15574.454778
  nChanged 45
		SP:Iteration 1F (7511.770000 sec): 3 clusters
  Score: Raw -18383.355175 + Penalty 2632.900778 = -15750.454397
  nChanged 18
		SP:Iteration 2F (7511.780000 sec): 3 clusters
  Score: Raw -18510.365944 + Penalty 2632.900778 = -15877.465166
  nChanged 11
		SP:Iteration 3F (7511.780000 sec): 3 clusters
  Score: Raw -18580.835896 + Penalty 2632.900778 = -15947.935118
  nChanged 8
		SP:Iteration 4Q (7511.780000 sec): 3 clusters
  Score: Raw -18630.298887 + Penalty 2632.900778 = -15997.398109
  nChanged 7
		SP:Iteration 5Q (7511.780000 sec): 3 clusters
  Score: Raw -18675.995321 + Penalty 2632.900778 = -16043.094543
  nChanged 5
		SP:Iteration 6Q (7511.780000 sec): 3 clusters
  Score: Raw -18697.913326 + Penalty 2632.900778 = -16065.012548
  nChanged 2
		SP:Iteration 7Q (7511.780000 sec): 3 clusters
  Score: Raw -18705.575937 + Penalty 2632.900778 = -16072.675159
  nChanged 1
		SP:Iteration 8Q (7511.780000 sec): 3 clusters
  Score: Raw -18708.468468 + Penalty 2632.900778 = -16075.567691
  nChanged 0
		SP:Iteration 9F (7511.780000 sec): 3 clusters
  Score: Raw -18708.668714 + Penalty 2632.900778 = -16075.767937
  nChanged 1
		SP:Iteration 10Q (7511.780000 sec): 3 clusters
  Score: Raw -18716.774394 + Penalty 2632.900778 = -16083.873616
  nChanged 1
		SP:Iteration 11Q (7511.780000 sec): 3 clusters
  Score: Raw -18732.830356 + Penalty 2632.900778 = -16099.929579
  nChanged 2
		SP:Iteration 12Q (7511.780000 sec): 3 clusters
  Score: Raw -18770.734313 + Penalty 2632.900778 = -16137.833535
  nChanged 0
		SP:Iteration 13F (7511.780000 sec): 3 clusters
  Score: Raw -18770.734313 + Penalty 2632.900778 = -16137.833535
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.780000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.780000 sec): 3 clusters
  Score: Raw -29527.828559 + Penalty 2686.385799 = -26841.442759
  nChanged 16
		SP:Iteration 1F (7511.790000 sec): 3 clusters
  Score: Raw -29587.115260 + Penalty 2686.385799 = -26900.729460
  nChanged 5
		SP:Iteration 2Q (7511.790000 sec): 3 clusters
  Score: Raw -29615.158933 + Penalty 2686.385799 = -26928.773134
  nChanged 1
		SP:Iteration 3Q (7511.790000 sec): 3 clusters
  Score: Raw -29628.346292 + Penalty 2686.385799 = -26941.960493
  nChanged 1
		SP:Iteration 4Q (7511.790000 sec): 3 clusters
  Score: Raw -29647.995901 + Penalty 2686.385799 = -26961.610101
  nChanged 0
		SP:Iteration 5F (7511.790000 sec): 3 clusters
  Score: Raw -29647.995901 + Penalty 2686.385799 = -26961.610101
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.790000 sec): 2 clusters
  Score: Raw -46074.767155 + Penalty 1447.033063 = -44627.734092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.790000 sec): 3 clusters
  Score: Raw -46287.387277 + Penalty 2894.066126 = -43393.321151
  nChanged 64
		SP:Iteration 1F (7511.790000 sec): 3 clusters
  Score: Raw -46487.009721 + Penalty 2894.066126 = -43592.943596
  nChanged 13
		SP:Iteration 2Q (7511.790000 sec): 3 clusters
  Score: Raw -46516.058587 + Penalty 2894.066126 = -43621.992461
  nChanged 4
		SP:Iteration 3Q (7511.800000 sec): 3 clusters
  Score: Raw -46525.474542 + Penalty 2894.066126 = -43631.408416
  nChanged 3
		SP:Iteration 4Q (7511.800000 sec): 3 clusters
  Score: Raw -46532.569606 + Penalty 2894.066126 = -43638.503481
  nChanged 2
		SP:Iteration 5Q (7511.800000 sec): 3 clusters
  Score: Raw -46538.282741 + Penalty 2894.066126 = -43644.216615
  nChanged 1
		SP:Iteration 6Q (7511.800000 sec): 3 clusters
  Score: Raw -46542.881494 + Penalty 2894.066126 = -43648.815368
  nChanged 3
		SP:Iteration 7Q (7511.800000 sec): 3 clusters
  Score: Raw -46549.105587 + Penalty 2894.066126 = -43655.039461
  nChanged 0
		SP:Iteration 8F (7511.800000 sec): 3 clusters
  Score: Raw -46549.105587 + Penalty 2894.066126 = -43655.039461
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.800000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.800000 sec): 3 clusters
  Score: Raw -55270.768102 + Penalty 3005.325105 = -52265.442997
  nChanged 75
		SP:Iteration 1F (7511.810000 sec): 3 clusters
  Score: Raw -55461.765782 + Penalty 3005.325105 = -52456.440677
  nChanged 17
		SP:Iteration 2Q (7511.810000 sec): 3 clusters
  Score: Raw -55534.017645 + Penalty 3005.325105 = -52528.692540
  nChanged 12
		SP:Iteration 3Q (7511.810000 sec): 3 clusters
  Score: Raw -55566.384170 + Penalty 3005.325105 = -52561.059065
  nChanged 10
		SP:Iteration 4Q (7511.810000 sec): 3 clusters
  Score: Raw -55592.331714 + Penalty 3005.325105 = -52587.006609
  nChanged 11
		SP:Iteration 5Q (7511.810000 sec): 3 clusters
  Score: Raw -55624.696163 + Penalty 3005.325105 = -52619.371058
  nChanged 5
		SP:Iteration 6Q (7511.810000 sec): 3 clusters
  Score: Raw -55637.714488 + Penalty 3005.325105 = -52632.389383
  nChanged 8
		SP:Iteration 7Q (7511.810000 sec): 3 clusters
  Score: Raw -55664.048681 + Penalty 3005.325105 = -52658.723576
  nChanged 3
		SP:Iteration 8Q (7511.810000 sec): 3 clusters
  Score: Raw -55670.322582 + Penalty 3005.325105 = -52664.997477
  nChanged 1
		SP:Iteration 9Q (7511.810000 sec): 3 clusters
  Score: Raw -55673.403278 + Penalty 3005.325105 = -52668.078173
  nChanged 1
		SP:Iteration 10Q (7511.820000 sec): 3 clusters
  Score: Raw -55679.275288 + Penalty 3005.325105 = -52673.950183
  nChanged 1
		SP:Iteration 11Q (7511.820000 sec): 3 clusters
  Score: Raw -55680.042553 + Penalty 3005.325105 = -52674.717448
  nChanged 0
		SP:Iteration 12F (7511.820000 sec): 3 clusters
  Score: Raw -55680.042553 + Penalty 3005.325105 = -52674.717448
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 39 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.820000 sec): 2 clusters
  Score: Raw -22896.629861 + Penalty 1287.853299 = -21608.776562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.820000 sec): 3 clusters
  Score: Raw -23226.824906 + Penalty 2575.706598 = -20651.118308
  nChanged 18
		SP:Iteration 1F (7511.820000 sec): 3 clusters
  Score: Raw -23310.342122 + Penalty 2575.706598 = -20734.635524
  nChanged 1
		SP:Iteration 2Q (7511.820000 sec): 3 clusters
  Score: Raw -23314.023961 + Penalty 2575.706598 = -20738.317363
  nChanged 0
		SP:Iteration 3F (7511.820000 sec): 3 clusters
  Score: Raw -23314.023961 + Penalty 2575.706598 = -20738.317363
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.830000 sec): 2 clusters
  Score: Raw -68690.960353 + Penalty 1547.104507 = -67143.855846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.830000 sec): 3 clusters
  Score: Raw -68765.686498 + Penalty 3094.209014 = -65671.477484
  nChanged 93
		SP:Iteration 1F (7511.830000 sec): 3 clusters
  Score: Raw -68931.878144 + Penalty 3094.209014 = -65837.669130
  nChanged 19
		SP:Iteration 2Q (7511.830000 sec): 3 clusters
  Score: Raw -68975.296178 + Penalty 3094.209014 = -65881.087164
  nChanged 6
		SP:Iteration 3Q (7511.840000 sec): 3 clusters
  Score: Raw -68987.010575 + Penalty 3094.209014 = -65892.801561
  nChanged 4
		SP:Iteration 4Q (7511.840000 sec): 3 clusters
  Score: Raw -68994.517449 + Penalty 3094.209014 = -65900.308435
  nChanged 4
		SP:Iteration 5Q (7511.840000 sec): 3 clusters
  Score: Raw -69001.950454 + Penalty 3094.209014 = -65907.741440
  nChanged 5
		SP:Iteration 6Q (7511.840000 sec): 3 clusters
  Score: Raw -69014.650759 + Penalty 3094.209014 = -65920.441745
  nChanged 4
		SP:Iteration 7Q (7511.840000 sec): 3 clusters
  Score: Raw -69025.058251 + Penalty 3094.209014 = -65930.849237
  nChanged 2
		SP:Iteration 8Q (7511.840000 sec): 3 clusters
  Score: Raw -69027.326085 + Penalty 3094.209014 = -65933.117071
  nChanged 0
		SP:Iteration 9F (7511.840000 sec): 3 clusters
  Score: Raw -69027.326085 + Penalty 3094.209014 = -65933.117071
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.850000 sec): 2 clusters
  Score: Raw -28608.723062 + Penalty 1441.162966 = -27167.560096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.850000 sec): 3 clusters
  Score: Raw -29157.744983 + Penalty 2882.325933 = -26275.419051
  nChanged 99
		SP:Iteration 1F (7511.850000 sec): 3 clusters
  Score: Raw -29748.971531 + Penalty 2882.325933 = -26866.645598
  nChanged 47
		SP:Iteration 2F (7511.850000 sec): 3 clusters
  Score: Raw -30489.926411 + Penalty 2882.325933 = -27607.600479
  nChanged 11
		SP:Iteration 3Q (7511.850000 sec): 3 clusters
  Score: Raw -30696.874972 + Penalty 2882.325933 = -27814.549040
  nChanged 5
		SP:Iteration 4Q (7511.860000 sec): 3 clusters
  Score: Raw -30792.592841 + Penalty 2882.325933 = -27910.266909
  nChanged 3
		SP:Iteration 5Q (7511.860000 sec): 3 clusters
  Score: Raw -30969.155534 + Penalty 2882.325933 = -28086.829602
  nChanged 7
		SP:Iteration 6Q (7511.860000 sec): 3 clusters
  Score: Raw -31131.597649 + Penalty 2882.325933 = -28249.271716
  nChanged 3
		SP:Iteration 7Q (7511.860000 sec): 3 clusters
  Score: Raw -31175.342561 + Penalty 2882.325933 = -28293.016628
  nChanged 3
		SP:Iteration 8Q (7511.860000 sec): 3 clusters
  Score: Raw -31207.543003 + Penalty 2882.325933 = -28325.217070
  nChanged 2
		SP:Iteration 9Q (7511.860000 sec): 3 clusters
  Score: Raw -31243.305578 + Penalty 2882.325933 = -28360.979646
  nChanged 3
		SP:Iteration 10Q (7511.860000 sec): 3 clusters
  Score: Raw -31324.259788 + Penalty 2882.325933 = -28441.933855
  nChanged 1
		SP:Iteration 11Q (7511.860000 sec): 3 clusters
  Score: Raw -31380.279170 + Penalty 2882.325933 = -28497.953237
  nChanged 4
		SP:Iteration 12Q (7511.860000 sec): 3 clusters
  Score: Raw -31550.541071 + Penalty 2882.325933 = -28668.215138
  nChanged 2
		SP:Iteration 13Q (7511.860000 sec): 3 clusters
  Score: Raw -31818.493011 + Penalty 2882.325933 = -28936.167078
  nChanged 0
		SP:Iteration 14F (7511.860000 sec): 3 clusters
  Score: Raw -31839.554734 + Penalty 2882.325933 = -28957.228801
  nChanged 1
		SP:Iteration 15Q (7511.860000 sec): 3 clusters
  Score: Raw -32068.194779 + Penalty 2882.325933 = -29185.868846
  nChanged 0
		SP:Iteration 16F (7511.860000 sec): 3 clusters
  Score: Raw -32068.194779 + Penalty 2882.325933 = -29185.868846
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 38.
Iteration 259Q (7522.550000 sec): 42 clusters
  Score: Raw -117667091.712797 + Penalty 138362.130809 = -117528729.581987
  nChanged 28
Iteration 260F (7564.880000 sec): 42 clusters
  Score: Raw -117668588.976669 + Penalty 138362.130809 = -117530226.845859
  nChanged 70
Iteration 261Q (7575.590000 sec): 42 clusters
  Score: Raw -117671400.772321 + Penalty 138362.130809 = -117533038.641512
  nChanged 30
Iteration 262Q (7586.280000 sec): 42 clusters
  Score: Raw -117671480.989010 + Penalty 138362.130809 = -117533118.858200
  nChanged 14
Iteration 263Q (7596.970000 sec): 42 clusters
  Score: Raw -117671556.032335 + Penalty 138362.130809 = -117533193.901525
  nChanged 16
Iteration 264Q (7607.670000 sec): 42 clusters
  Score: Raw -117671613.925892 + Penalty 138362.130809 = -117533251.795083
  nChanged 15
Iteration 265Q (7618.370000 sec): 42 clusters
  Score: Raw -117671677.182348 + Penalty 138362.130809 = -117533315.051539
  nChanged 17
Iteration 266Q (7629.070000 sec): 42 clusters
  Score: Raw -117671677.864963 + Penalty 138362.130809 = -117533315.734154
  nChanged 12
Iteration 267Q (7639.770000 sec): 42 clusters
  Score: Raw -117671678.154537 + Penalty 138362.130809 = -117533316.023727
  nChanged 15
Iteration 268Q (7650.490000 sec): 42 clusters
  Score: Raw -117671678.592360 + Penalty 138362.130809 = -117533316.461551
  nChanged 16
Iteration 269Q (7661.180000 sec): 42 clusters
  Score: Raw -117671679.332671 + Penalty 138362.130809 = -117533317.201862
  nChanged 28
Iteration 270Q (7671.870000 sec): 42 clusters
  Score: Raw -117671680.350651 + Penalty 138362.130809 = -117533318.219842
  nChanged 23
Iteration 271Q (7682.530000 sec): 42 clusters
  Score: Raw -117671681.016140 + Penalty 138362.130809 = -117533318.885330
  nChanged 25
Iteration 272Q (7693.230000 sec): 42 clusters
  Score: Raw -117671681.811877 + Penalty 138362.130809 = -117533319.681067
  nChanged 25
Iteration 273Q (7703.890000 sec): 42 clusters
  Score: Raw -117671682.947622 + Penalty 138362.130809 = -117533320.816813
  nChanged 27
Iteration 274Q (7714.550000 sec): 42 clusters
  Score: Raw -117671684.345218 + Penalty 138362.130809 = -117533322.214409
  nChanged 24
Iteration 275Q (7725.220000 sec): 42 clusters
  Score: Raw -117671685.375230 + Penalty 138362.130809 = -117533323.244421
  nChanged 36
Iteration 276Q (7735.890000 sec): 42 clusters
  Score: Raw -117671686.760076 + Penalty 138362.130809 = -117533324.629266
  nChanged 29
Iteration 277Q (7746.550000 sec): 42 clusters
  Score: Raw -117671687.478451 + Penalty 138362.130809 = -117533325.347641
  nChanged 32
Iteration 278Q (7757.220000 sec): 42 clusters
  Score: Raw -117671688.458532 + Penalty 138362.130809 = -117533326.327723
  nChanged 32
Iteration 279Q (7767.890000 sec): 42 clusters
  Score: Raw -117671689.452096 + Penalty 138362.130809 = -117533327.321287
  nChanged 22
Iteration 280F (7810.120000 sec): 42 clusters
  Score: Raw -117674086.929815 + Penalty 138362.130809 = -117535724.799005
  nChanged 74
Iteration 281Q (7818.960000 sec): 42 clusters
  Score: Raw -117675090.220235 + Penalty 138362.130809 = -117536728.089426
  nChanged 30
Iteration 282Q (7827.780000 sec): 42 clusters
  Score: Raw -117675124.375010 + Penalty 138362.130809 = -117536762.244201
  nChanged 31
Iteration 283Q (7836.530000 sec): 42 clusters
  Score: Raw -117675136.384956 + Penalty 138362.130809 = -117536774.254146
  nChanged 29
Iteration 284Q (7845.290000 sec): 42 clusters
  Score: Raw -117675140.615498 + Penalty 138362.130809 = -117536778.484689
  nChanged 20
Iteration 285Q (7854.050000 sec): 42 clusters
  Score: Raw -117675145.857962 + Penalty 138362.130809 = -117536783.727153
  nChanged 16
Iteration 286Q (7862.840000 sec): 42 clusters
  Score: Raw -117675150.549636 + Penalty 138362.130809 = -117536788.418826
  nChanged 20
Iteration 287Q (7871.610000 sec): 42 clusters
  Score: Raw -117675153.986828 + Penalty 138362.130809 = -117536791.856018
  nChanged 21
Iteration 288Q (7880.410000 sec): 42 clusters
  Score: Raw -117675154.379602 + Penalty 138362.130809 = -117536792.248793
  nChanged 11
Iteration 289Q (7889.190000 sec): 42 clusters
  Score: Raw -117675154.675608 + Penalty 138362.130809 = -117536792.544799
  nChanged 9
Iteration 290Q (7897.960000 sec): 42 clusters
  Score: Raw -117675154.979079 + Penalty 138362.130809 = -117536792.848269
  nChanged 12
Iteration 291Q (7906.730000 sec): 42 clusters
  Score: Raw -117675155.255227 + Penalty 138362.130809 = -117536793.124417
  nChanged 12
Iteration 292Q (7915.490000 sec): 42 clusters
  Score: Raw -117675155.387256 + Penalty 138362.130809 = -117536793.256446
  nChanged 9
Iteration 293Q (7924.240000 sec): 42 clusters
  Score: Raw -117675155.485389 + Penalty 138362.130809 = -117536793.354580
  nChanged 11
Iteration 294Q (7933.000000 sec): 42 clusters
  Score: Raw -117675155.677407 + Penalty 138362.130809 = -117536793.546597
  nChanged 21
Iteration 295Q (7941.760000 sec): 42 clusters
  Score: Raw -117675155.970493 + Penalty 138362.130809 = -117536793.839683
  nChanged 14
Iteration 296Q (7950.520000 sec): 42 clusters
  Score: Raw -117675156.209443 + Penalty 138362.130809 = -117536794.078634
  nChanged 19
Iteration 297Q (7959.270000 sec): 42 clusters
  Score: Raw -117675156.588499 + Penalty 138362.130809 = -117536794.457690
  nChanged 24
Iteration 298Q (7968.030000 sec): 42 clusters
  Score: Raw -117675156.985873 + Penalty 138362.130809 = -117536794.855064
  nChanged 18
Writing temp clu file 
Because OldScore, -117536794.457690, is greater than current (better) Score,-117536794.855064 
 Compute initial score before splitting:   Score: Raw -117675156.985873 + Penalty 138362.130809 = -117536794.855064
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7968.180000 sec): 2 clusters
  Score: Raw -1048183.648990 + Penalty 2200.863096 = -1045982.785895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7968.210000 sec): 3 clusters
  Score: Raw -1044512.237960 + Penalty 4401.726192 = -1040110.511768
  nChanged 2861
		SP:Iteration 1F (7968.240000 sec): 3 clusters
  Score: Raw -1046038.947748 + Penalty 4401.726192 = -1041637.221556
  nChanged 503
		SP:Iteration 2F (7968.260000 sec): 3 clusters
  Score: Raw -1046305.520656 + Penalty 4401.726192 = -1041903.794464
  nChanged 365
		SP:Iteration 3F (7968.280000 sec): 3 clusters
  Score: Raw -1046493.377930 + Penalty 4401.726192 = -1042091.651738
  nChanged 302
		SP:Iteration 4Q (7968.310000 sec): 3 clusters
  Score: Raw -1046639.059824 + Penalty 4401.726192 = -1042237.333632
  nChanged 248
		SP:Iteration 5Q (7968.330000 sec): 3 clusters
  Score: Raw -1046768.455694 + Penalty 4401.726192 = -1042366.729502
  nChanged 242
		SP:Iteration 6Q (7968.360000 sec): 3 clusters
  Score: Raw -1046882.974074 + Penalty 4401.726192 = -1042481.247883
  nChanged 218
		SP:Iteration 7Q (7968.380000 sec): 3 clusters
  Score: Raw -1046998.159067 + Penalty 4401.726192 = -1042596.432876
  nChanged 241
		SP:Iteration 8Q (7968.410000 sec): 3 clusters
  Score: Raw -1047126.638526 + Penalty 4401.726192 = -1042724.912334
  nChanged 235
		SP:Iteration 9Q (7968.430000 sec): 3 clusters
  Score: Raw -1047268.536740 + Penalty 4401.726192 = -1042866.810548
  nChanged 263
		SP:Iteration 10Q (7968.460000 sec): 3 clusters
  Score: Raw -1047422.415621 + Penalty 4401.726192 = -1043020.689429
  nChanged 215
		SP:Iteration 11Q (7968.480000 sec): 3 clusters
  Score: Raw -1047553.230260 + Penalty 4401.726192 = -1043151.504068
  nChanged 205
		SP:Iteration 12Q (7968.500000 sec): 3 clusters
  Score: Raw -1047684.469280 + Penalty 4401.726192 = -1043282.743089
  nChanged 204
		SP:Iteration 13Q (7968.530000 sec): 3 clusters
  Score: Raw -1047825.049007 + Penalty 4401.726192 = -1043423.322816
  nChanged 178
		SP:Iteration 14Q (7968.550000 sec): 3 clusters
  Score: Raw -1047948.121786 + Penalty 4401.726192 = -1043546.395595
  nChanged 135
		SP:Iteration 15Q (7968.570000 sec): 3 clusters
  Score: Raw -1048036.288031 + Penalty 4401.726192 = -1043634.561839
  nChanged 117
		SP:Iteration 16Q (7968.590000 sec): 3 clusters
  Score: Raw -1048129.939541 + Penalty 4401.726192 = -1043728.213349
  nChanged 95
		SP:Iteration 17Q (7968.620000 sec): 3 clusters
  Score: Raw -1048203.015388 + Penalty 4401.726192 = -1043801.289196
  nChanged 63
		SP:Iteration 18Q (7968.640000 sec): 3 clusters
  Score: Raw -1048253.773501 + Penalty 4401.726192 = -1043852.047310
  nChanged 56
		SP:Iteration 19Q (7968.660000 sec): 3 clusters
  Score: Raw -1048300.733671 + Penalty 4401.726192 = -1043899.007479
  nChanged 42
		SP:Iteration 20F (7968.680000 sec): 3 clusters
  Score: Raw -1048339.259086 + Penalty 4401.726192 = -1043937.532894
  nChanged 30
		SP:Iteration 21Q (7968.710000 sec): 3 clusters
  Score: Raw -1048361.035991 + Penalty 4401.726192 = -1043959.309799
  nChanged 11
		SP:Iteration 22Q (7968.730000 sec): 3 clusters
  Score: Raw -1048369.611654 + Penalty 4401.726192 = -1043967.885462
  nChanged 7
		SP:Iteration 23Q (7968.750000 sec): 3 clusters
  Score: Raw -1048375.379065 + Penalty 4401.726192 = -1043973.652873
  nChanged 10
		SP:Iteration 24Q (7968.770000 sec): 3 clusters
  Score: Raw -1048382.628042 + Penalty 4401.726192 = -1043980.901850
  nChanged 8
		SP:Iteration 25Q (7968.790000 sec): 3 clusters
  Score: Raw -1048386.921547 + Penalty 4401.726192 = -1043985.195355
  nChanged 6
		SP:Iteration 26Q (7968.810000 sec): 3 clusters
  Score: Raw -1048390.691209 + Penalty 4401.726192 = -1043988.965017
  nChanged 4
		SP:Iteration 27Q (7968.840000 sec): 3 clusters
  Score: Raw -1048393.296787 + Penalty 4401.726192 = -1043991.570595
  nChanged 2
		SP:Iteration 28Q (7968.860000 sec): 3 clusters
  Score: Raw -1048394.433518 + Penalty 4401.726192 = -1043992.707326
  nChanged 2
		SP:Iteration 29Q (7968.880000 sec): 3 clusters
  Score: Raw -1048395.991155 + Penalty 4401.726192 = -1043994.264963
  nChanged 1
		SP:Iteration 30Q (7968.900000 sec): 3 clusters
  Score: Raw -1048396.494878 + Penalty 4401.726192 = -1043994.768686
  nChanged 0
		SP:Iteration 31F (7968.920000 sec): 3 clusters
  Score: Raw -1048396.494878 + Penalty 4401.726192 = -1043994.768686
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7637 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7968.950000 sec): 2 clusters
  Score: Raw -1103545.830385 + Penalty 2217.308513 = -1101328.521872
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7968.970000 sec): 3 clusters
  Score: Raw -1099539.450587 + Penalty 4434.617027 = -1095104.833560
  nChanged 3069
		SP:Iteration 1F (7969.000000 sec): 3 clusters
  Score: Raw -1101229.212826 + Penalty 4434.617027 = -1096794.595799
  nChanged 555
		SP:Iteration 2F (7969.020000 sec): 3 clusters
  Score: Raw -1101524.819495 + Penalty 4434.617027 = -1097090.202468
  nChanged 435
		SP:Iteration 3F (7969.050000 sec): 3 clusters
  Score: Raw -1101736.245320 + Penalty 4434.617027 = -1097301.628294
  nChanged 332
		SP:Iteration 4Q (7969.080000 sec): 3 clusters
  Score: Raw -1101924.893279 + Penalty 4434.617027 = -1097490.276252
  nChanged 323
		SP:Iteration 5Q (7969.100000 sec): 3 clusters
  Score: Raw -1102111.269164 + Penalty 4434.617027 = -1097676.652137
  nChanged 289
		SP:Iteration 6Q (7969.130000 sec): 3 clusters
  Score: Raw -1102257.306847 + Penalty 4434.617027 = -1097822.689821
  nChanged 243
		SP:Iteration 7Q (7969.160000 sec): 3 clusters
  Score: Raw -1102374.927918 + Penalty 4434.617027 = -1097940.310891
  nChanged 229
		SP:Iteration 8Q (7969.180000 sec): 3 clusters
  Score: Raw -1102483.642684 + Penalty 4434.617027 = -1098049.025657
  nChanged 199
		SP:Iteration 9Q (7969.210000 sec): 3 clusters
  Score: Raw -1102586.706282 + Penalty 4434.617027 = -1098152.089255
  nChanged 227
		SP:Iteration 10Q (7969.240000 sec): 3 clusters
  Score: Raw -1102690.083466 + Penalty 4434.617027 = -1098255.466439
  nChanged 207
		SP:Iteration 11Q (7969.260000 sec): 3 clusters
  Score: Raw -1102783.991874 + Penalty 4434.617027 = -1098349.374847
  nChanged 174
		SP:Iteration 12Q (7969.290000 sec): 3 clusters
  Score: Raw -1102860.944965 + Penalty 4434.617027 = -1098426.327938
  nChanged 157
		SP:Iteration 13Q (7969.310000 sec): 3 clusters
  Score: Raw -1102927.805815 + Penalty 4434.617027 = -1098493.188788
  nChanged 127
		SP:Iteration 14Q (7969.340000 sec): 3 clusters
  Score: Raw -1102972.433342 + Penalty 4434.617027 = -1098537.816316
  nChanged 112
		SP:Iteration 15Q (7969.360000 sec): 3 clusters
  Score: Raw -1103017.411131 + Penalty 4434.617027 = -1098582.794105
  nChanged 108
		SP:Iteration 16Q (7969.390000 sec): 3 clusters
  Score: Raw -1103061.091130 + Penalty 4434.617027 = -1098626.474103
  nChanged 100
		SP:Iteration 17Q (7969.420000 sec): 3 clusters
  Score: Raw -1103097.637558 + Penalty 4434.617027 = -1098663.020531
  nChanged 103
		SP:Iteration 18Q (7969.440000 sec): 3 clusters
  Score: Raw -1103140.762376 + Penalty 4434.617027 = -1098706.145349
  nChanged 85
		SP:Iteration 19Q (7969.470000 sec): 3 clusters
  Score: Raw -1103174.786877 + Penalty 4434.617027 = -1098740.169850
  nChanged 98
		SP:Iteration 20F (7969.500000 sec): 3 clusters
  Score: Raw -1103214.202450 + Penalty 4434.617027 = -1098779.585423
  nChanged 106
		SP:Iteration 21Q (7969.520000 sec): 3 clusters
  Score: Raw -1103259.468708 + Penalty 4434.617027 = -1098824.851681
  nChanged 86
		SP:Iteration 22Q (7969.540000 sec): 3 clusters
  Score: Raw -1103294.851429 + Penalty 4434.617027 = -1098860.234402
  nChanged 89
		SP:Iteration 23Q (7969.570000 sec): 3 clusters
  Score: Raw -1103331.375092 + Penalty 4434.617027 = -1098896.758065
  nChanged 85
		SP:Iteration 24Q (7969.600000 sec): 3 clusters
  Score: Raw -1103366.500775 + Penalty 4434.617027 = -1098931.883748
  nChanged 81
		SP:Iteration 25Q (7969.620000 sec): 3 clusters
  Score: Raw -1103396.670695 + Penalty 4434.617027 = -1098962.053668
  nChanged 69
		SP:Iteration 26Q (7969.640000 sec): 3 clusters
  Score: Raw -1103420.046610 + Penalty 4434.617027 = -1098985.429583
  nChanged 61
		SP:Iteration 27Q (7969.670000 sec): 3 clusters
  Score: Raw -1103442.423353 + Penalty 4434.617027 = -1099007.806326
  nChanged 54
		SP:Iteration 28Q (7969.700000 sec): 3 clusters
  Score: Raw -1103460.036324 + Penalty 4434.617027 = -1099025.419297
  nChanged 42
		SP:Iteration 29Q (7969.720000 sec): 3 clusters
  Score: Raw -1103474.801634 + Penalty 4434.617027 = -1099040.184607
  nChanged 37
		SP:Iteration 30Q (7969.740000 sec): 3 clusters
  Score: Raw -1103486.171202 + Penalty 4434.617027 = -1099051.554175
  nChanged 28
		SP:Iteration 31Q (7969.770000 sec): 3 clusters
  Score: Raw -1103492.815810 + Penalty 4434.617027 = -1099058.198783
  nChanged 12
		SP:Iteration 32Q (7969.790000 sec): 3 clusters
  Score: Raw -1103495.559604 + Penalty 4434.617027 = -1099060.942577
  nChanged 9
		SP:Iteration 33Q (7969.820000 sec): 3 clusters
  Score: Raw -1103497.758296 + Penalty 4434.617027 = -1099063.141269
  nChanged 13
		SP:Iteration 34Q (7969.840000 sec): 3 clusters
  Score: Raw -1103501.135215 + Penalty 4434.617027 = -1099066.518188
  nChanged 12
		SP:Iteration 35Q (7969.870000 sec): 3 clusters
  Score: Raw -1103504.157030 + Penalty 4434.617027 = -1099069.540003
  nChanged 12
		SP:Iteration 36Q (7969.890000 sec): 3 clusters
  Score: Raw -1103507.462469 + Penalty 4434.617027 = -1099072.845442
  nChanged 12
		SP:Iteration 37Q (7969.920000 sec): 3 clusters
  Score: Raw -1103511.022460 + Penalty 4434.617027 = -1099076.405433
  nChanged 14
		SP:Iteration 38Q (7969.940000 sec): 3 clusters
  Score: Raw -1103514.929103 + Penalty 4434.617027 = -1099080.312076
  nChanged 16
		SP:Iteration 39Q (7969.960000 sec): 3 clusters
  Score: Raw -1103519.763330 + Penalty 4434.617027 = -1099085.146303
  nChanged 17
		SP:Iteration 40F (7969.990000 sec): 3 clusters
  Score: Raw -1103522.779808 + Penalty 4434.617027 = -1099088.162781
  nChanged 12
		SP:Iteration 41Q (7970.010000 sec): 3 clusters
  Score: Raw -1103525.239469 + Penalty 4434.617027 = -1099090.622442
  nChanged 11
		SP:Iteration 42Q (7970.040000 sec): 3 clusters
  Score: Raw -1103527.519509 + Penalty 4434.617027 = -1099092.902482
  nChanged 12
		SP:Iteration 43Q (7970.060000 sec): 3 clusters
  Score: Raw -1103529.667135 + Penalty 4434.617027 = -1099095.050108
  nChanged 12
		SP:Iteration 44Q (7970.090000 sec): 3 clusters
  Score: Raw -1103531.927896 + Penalty 4434.617027 = -1099097.310869
  nChanged 9
		SP:Iteration 45Q (7970.110000 sec): 3 clusters
  Score: Raw -1103533.618102 + Penalty 4434.617027 = -1099099.001075
  nChanged 8
		SP:Iteration 46Q (7970.140000 sec): 3 clusters
  Score: Raw -1103534.902322 + Penalty 4434.617027 = -1099100.285295
  nChanged 7
		SP:Iteration 47Q (7970.160000 sec): 3 clusters
  Score: Raw -1103536.522055 + Penalty 4434.617027 = -1099101.905028
  nChanged 6
		SP:Iteration 48Q (7970.180000 sec): 3 clusters
  Score: Raw -1103538.096617 + Penalty 4434.617027 = -1099103.479590
  nChanged 9
		SP:Iteration 49Q (7970.210000 sec): 3 clusters
  Score: Raw -1103539.951068 + Penalty 4434.617027 = -1099105.334041
  nChanged 7
		SP:Iteration 50Q (7970.230000 sec): 3 clusters
  Score: Raw -1103541.398994 + Penalty 4434.617027 = -1099106.781967
  nChanged 5
		SP:Iteration 51Q (7970.260000 sec): 3 clusters
  Score: Raw -1103542.686495 + Penalty 4434.617027 = -1099108.069468
  nChanged 8
		SP:Iteration 52Q (7970.280000 sec): 3 clusters
  Score: Raw -1103544.141791 + Penalty 4434.617027 = -1099109.524764
  nChanged 2
		SP:Iteration 53Q (7970.300000 sec): 3 clusters
  Score: Raw -1103544.783675 + Penalty 4434.617027 = -1099110.166648
  nChanged 4
		SP:Iteration 54Q (7970.330000 sec): 3 clusters
  Score: Raw -1103545.557964 + Penalty 4434.617027 = -1099110.940937
  nChanged 1
		SP:Iteration 55Q (7970.350000 sec): 3 clusters
  Score: Raw -1103545.688737 + Penalty 4434.617027 = -1099111.071710
  nChanged 0
		SP:Iteration 56F (7970.380000 sec): 3 clusters
  Score: Raw -1103545.688737 + Penalty 4434.617027 = -1099111.071710
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7970.480000 sec): 2 clusters
  Score: Raw -4023086.398677 + Penalty 2532.630925 = -4020553.767752
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7970.580000 sec): 3 clusters
  Score: Raw -4006898.325070 + Penalty 5065.261850 = -4001833.063220
  nChanged 12141
		SP:Iteration 1F (7970.670000 sec): 3 clusters
  Score: Raw -4013324.593281 + Penalty 5065.261850 = -4008259.331431
  nChanged 1257
		SP:Iteration 2Q (7970.770000 sec): 3 clusters
  Score: Raw -4013722.237119 + Penalty 5065.261850 = -4008656.975269
  nChanged 1121
		SP:Iteration 3Q (7970.870000 sec): 3 clusters
  Score: Raw -4014075.564604 + Penalty 5065.261850 = -4009010.302754
  nChanged 1038
		SP:Iteration 4Q (7970.970000 sec): 3 clusters
  Score: Raw -4014424.275611 + Penalty 5065.261850 = -4009359.013761
  nChanged 1007
		SP:Iteration 5Q (7971.070000 sec): 3 clusters
  Score: Raw -4014791.582882 + Penalty 5065.261850 = -4009726.321032
  nChanged 985
		SP:Iteration 6Q (7971.170000 sec): 3 clusters
  Score: Raw -4015205.110193 + Penalty 5065.261850 = -4010139.848343
  nChanged 1028
		SP:Iteration 7Q (7971.260000 sec): 3 clusters
  Score: Raw -4015710.742683 + Penalty 5065.261850 = -4010645.480833
  nChanged 1110
		SP:Iteration 8Q (7971.360000 sec): 3 clusters
  Score: Raw -4016309.699975 + Penalty 5065.261850 = -4011244.438125
  nChanged 1159
		SP:Iteration 9Q (7971.460000 sec): 3 clusters
  Score: Raw -4017022.428471 + Penalty 5065.261850 = -4011957.166621
  nChanged 1270
		SP:Iteration 10Q (7971.560000 sec): 3 clusters
  Score: Raw -4017875.352212 + Penalty 5065.261850 = -4012810.090362
  nChanged 1285
		SP:Iteration 11Q (7971.660000 sec): 3 clusters
  Score: Raw -4018731.436293 + Penalty 5065.261850 = -4013666.174443
  nChanged 1221
		SP:Iteration 12Q (7971.750000 sec): 3 clusters
  Score: Raw -4019565.418555 + Penalty 5065.261850 = -4014500.156705
  nChanged 1202
		SP:Iteration 13Q (7971.840000 sec): 3 clusters
  Score: Raw -4020405.574024 + Penalty 5065.261850 = -4015340.312174
  nChanged 1083
		SP:Iteration 14Q (7971.930000 sec): 3 clusters
  Score: Raw -4021135.077576 + Penalty 5065.261850 = -4016069.815726
  nChanged 916
		SP:Iteration 15Q (7972.020000 sec): 3 clusters
  Score: Raw -4021751.480487 + Penalty 5065.261850 = -4016686.218637
  nChanged 724
		SP:Iteration 16Q (7972.100000 sec): 3 clusters
  Score: Raw -4022209.620157 + Penalty 5065.261850 = -4017144.358307
  nChanged 554
		SP:Iteration 17Q (7972.180000 sec): 3 clusters
  Score: Raw -4022547.729038 + Penalty 5065.261850 = -4017482.467188
  nChanged 419
		SP:Iteration 18Q (7972.260000 sec): 3 clusters
  Score: Raw -4022792.862799 + Penalty 5065.261850 = -4017727.600949
  nChanged 291
		SP:Iteration 19Q (7972.340000 sec): 3 clusters
  Score: Raw -4022972.071386 + Penalty 5065.261850 = -4017906.809536
  nChanged 217
		SP:Iteration 20F (7972.440000 sec): 3 clusters
  Score: Raw -4023109.595296 + Penalty 5065.261850 = -4018044.333446
  nChanged 148
		SP:Iteration 21Q (7972.510000 sec): 3 clusters
  Score: Raw -4023191.573051 + Penalty 5065.261850 = -4018126.311201
  nChanged 100
		SP:Iteration 22Q (7972.580000 sec): 3 clusters
  Score: Raw -4023248.561414 + Penalty 5065.261850 = -4018183.299564
  nChanged 84
		SP:Iteration 23Q (7972.660000 sec): 3 clusters
  Score: Raw -4023305.011035 + Penalty 5065.261850 = -4018239.749185
  nChanged 69
		SP:Iteration 24Q (7972.730000 sec): 3 clusters
  Score: Raw -4023343.771859 + Penalty 5065.261850 = -4018278.510009
  nChanged 48
		SP:Iteration 25Q (7972.800000 sec): 3 clusters
  Score: Raw -4023368.164949 + Penalty 5065.261850 = -4018302.903099
  nChanged 39
		SP:Iteration 26Q (7972.880000 sec): 3 clusters
  Score: Raw -4023386.393147 + Penalty 5065.261850 = -4018321.131297
  nChanged 25
		SP:Iteration 27Q (7972.940000 sec): 3 clusters
  Score: Raw -4023401.492317 + Penalty 5065.261850 = -4018336.230467
  nChanged 21
		SP:Iteration 28Q (7973.020000 sec): 3 clusters
  Score: Raw -4023414.109643 + Penalty 5065.261850 = -4018348.847793
  nChanged 20
		SP:Iteration 29Q (7973.090000 sec): 3 clusters
  Score: Raw -4023425.931497 + Penalty 5065.261850 = -4018360.669647
  nChanged 25
		SP:Iteration 30Q (7973.160000 sec): 3 clusters
  Score: Raw -4023441.228873 + Penalty 5065.261850 = -4018375.967023
  nChanged 16
		SP:Iteration 31Q (7973.230000 sec): 3 clusters
  Score: Raw -4023450.595442 + Penalty 5065.261850 = -4018385.333592
  nChanged 18
		SP:Iteration 32Q (7973.300000 sec): 3 clusters
  Score: Raw -4023460.390682 + Penalty 5065.261850 = -4018395.128832
  nChanged 17
		SP:Iteration 33Q (7973.370000 sec): 3 clusters
  Score: Raw -4023470.319086 + Penalty 5065.261850 = -4018405.057236
  nChanged 10
		SP:Iteration 34Q (7973.440000 sec): 3 clusters
  Score: Raw -4023475.304474 + Penalty 5065.261850 = -4018410.042624
  nChanged 10
		SP:Iteration 35Q (7973.510000 sec): 3 clusters
  Score: Raw -4023480.347243 + Penalty 5065.261850 = -4018415.085393
  nChanged 13
		SP:Iteration 36Q (7973.580000 sec): 3 clusters
  Score: Raw -4023486.943458 + Penalty 5065.261850 = -4018421.681608
  nChanged 10
		SP:Iteration 37Q (7973.650000 sec): 3 clusters
  Score: Raw -4023493.305976 + Penalty 5065.261850 = -4018428.044126
  nChanged 12
		SP:Iteration 38Q (7973.720000 sec): 3 clusters
  Score: Raw -4023500.967359 + Penalty 5065.261850 = -4018435.705509
  nChanged 10
		SP:Iteration 39Q (7973.790000 sec): 3 clusters
  Score: Raw -4023508.038482 + Penalty 5065.261850 = -4018442.776632
  nChanged 6
		SP:Iteration 40F (7973.880000 sec): 3 clusters
  Score: Raw -4023512.157354 + Penalty 5065.261850 = -4018446.895504
  nChanged 8
		SP:Iteration 41Q (7973.960000 sec): 3 clusters
  Score: Raw -4023516.287963 + Penalty 5065.261850 = -4018451.026113
  nChanged 6
		SP:Iteration 42Q (7974.020000 sec): 3 clusters
  Score: Raw -4023519.110406 + Penalty 5065.261850 = -4018453.848556
  nChanged 5
		SP:Iteration 43Q (7974.100000 sec): 3 clusters
  Score: Raw -4023521.764549 + Penalty 5065.261850 = -4018456.502699
  nChanged 2
		SP:Iteration 44Q (7974.160000 sec): 3 clusters
  Score: Raw -4023523.302446 + Penalty 5065.261850 = -4018458.040596
  nChanged 2
		SP:Iteration 45Q (7974.240000 sec): 3 clusters
  Score: Raw -4023524.991238 + Penalty 5065.261850 = -4018459.729388
  nChanged 4
		SP:Iteration 46Q (7974.300000 sec): 3 clusters
  Score: Raw -4023527.389270 + Penalty 5065.261850 = -4018462.127421
  nChanged 4
		SP:Iteration 47Q (7974.370000 sec): 3 clusters
  Score: Raw -4023529.024770 + Penalty 5065.261850 = -4018463.762920
  nChanged 3
		SP:Iteration 48Q (7974.440000 sec): 3 clusters
  Score: Raw -4023530.357203 + Penalty 5065.261850 = -4018465.095353
  nChanged 3
		SP:Iteration 49Q (7974.510000 sec): 3 clusters
  Score: Raw -4023531.607727 + Penalty 5065.261850 = -4018466.345877
  nChanged 1
		SP:Iteration 50Q (7974.580000 sec): 3 clusters
  Score: Raw -4023531.873590 + Penalty 5065.261850 = -4018466.611740
  nChanged 1
		SP:Iteration 51Q (7974.650000 sec): 3 clusters
  Score: Raw -4023532.153489 + Penalty 5065.261850 = -4018466.891639
  nChanged 1
		SP:Iteration 52Q (7974.720000 sec): 3 clusters
  Score: Raw -4023532.977591 + Penalty 5065.261850 = -4018467.715741
  nChanged 2
		SP:Iteration 53Q (7974.800000 sec): 3 clusters
  Score: Raw -4023534.184409 + Penalty 5065.261850 = -4018468.922559
  nChanged 4
		SP:Iteration 54Q (7974.870000 sec): 3 clusters
  Score: Raw -4023536.068727 + Penalty 5065.261850 = -4018470.806877
  nChanged 4
		SP:Iteration 55Q (7974.940000 sec): 3 clusters
  Score: Raw -4023539.484230 + Penalty 5065.261850 = -4018474.222380
  nChanged 7
		SP:Iteration 56Q (7975.010000 sec): 3 clusters
  Score: Raw -4023543.481762 + Penalty 5065.261850 = -4018478.219912
  nChanged 6
		SP:Iteration 57Q (7975.080000 sec): 3 clusters
  Score: Raw -4023546.898558 + Penalty 5065.261850 = -4018481.636708
  nChanged 3
		SP:Iteration 58Q (7975.150000 sec): 3 clusters
  Score: Raw -4023548.012340 + Penalty 5065.261850 = -4018482.750490
  nChanged 1
		SP:Iteration 59Q (7975.220000 sec): 3 clusters
  Score: Raw -4023548.620302 + Penalty 5065.261850 = -4018483.358452
  nChanged 2
		SP:Iteration 60F (7975.310000 sec): 3 clusters
  Score: Raw -4023549.743051 + Penalty 5065.261850 = -4018484.481201
  nChanged 2
		SP:Iteration 61Q (7975.380000 sec): 3 clusters
  Score: Raw -4023550.715053 + Penalty 5065.261850 = -4018485.453203
  nChanged 3
		SP:Iteration 62Q (7975.440000 sec): 3 clusters
  Score: Raw -4023552.426725 + Penalty 5065.261850 = -4018487.164875
  nChanged 3
		SP:Iteration 63Q (7975.510000 sec): 3 clusters
  Score: Raw -4023553.705576 + Penalty 5065.261850 = -4018488.443726
  nChanged 1
		SP:Iteration 64Q (7975.580000 sec): 3 clusters
  Score: Raw -4023554.451912 + Penalty 5065.261850 = -4018489.190062
  nChanged 1
		SP:Iteration 65Q (7975.650000 sec): 3 clusters
  Score: Raw -4023554.964278 + Penalty 5065.261850 = -4018489.702428
  nChanged 1
		SP:Iteration 66Q (7975.710000 sec): 3 clusters
  Score: Raw -4023555.232175 + Penalty 5065.261850 = -4018489.970325
  nChanged 0
		SP:Iteration 67F (7975.810000 sec): 3 clusters
  Score: Raw -4023555.232175 + Penalty 5065.261850 = -4018489.970325
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24072 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7975.880000 sec): 2 clusters
  Score: Raw -3337372.617782 + Penalty 2502.023545 = -3334870.594236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7975.960000 sec): 3 clusters
  Score: Raw -3323204.735074 + Penalty 5004.047091 = -3318200.687984
  nChanged 10724
		SP:Iteration 1F (7976.050000 sec): 3 clusters
  Score: Raw -3329018.734431 + Penalty 5004.047091 = -3324014.687340
  nChanged 1321
		SP:Iteration 2F (7976.130000 sec): 3 clusters
  Score: Raw -3329550.962498 + Penalty 5004.047091 = -3324546.915407
  nChanged 1219
		SP:Iteration 3F (7976.210000 sec): 3 clusters
  Score: Raw -3330099.179985 + Penalty 5004.047091 = -3325095.132894
  nChanged 1255
		SP:Iteration 4F (7976.300000 sec): 3 clusters
  Score: Raw -3330719.532039 + Penalty 5004.047091 = -3325715.484948
  nChanged 1250
		SP:Iteration 5F (7976.380000 sec): 3 clusters
  Score: Raw -3331431.797902 + Penalty 5004.047091 = -3326427.750811
  nChanged 1279
		SP:Iteration 6F (7976.460000 sec): 3 clusters
  Score: Raw -3332233.763558 + Penalty 5004.047091 = -3327229.716467
  nChanged 1315
		SP:Iteration 7F (7976.550000 sec): 3 clusters
  Score: Raw -3333167.593723 + Penalty 5004.047091 = -3328163.546633
  nChanged 1320
		SP:Iteration 8F (7976.630000 sec): 3 clusters
  Score: Raw -3334200.490084 + Penalty 5004.047091 = -3329196.442994
  nChanged 1130
		SP:Iteration 9Q (7976.720000 sec): 3 clusters
  Score: Raw -3335085.994669 + Penalty 5004.047091 = -3330081.947578
  nChanged 861
		SP:Iteration 10Q (7976.800000 sec): 3 clusters
  Score: Raw -3335719.368874 + Penalty 5004.047091 = -3330715.321784
  nChanged 656
		SP:Iteration 11Q (7976.880000 sec): 3 clusters
  Score: Raw -3336217.843621 + Penalty 5004.047091 = -3331213.796530
  nChanged 547
		SP:Iteration 12Q (7976.950000 sec): 3 clusters
  Score: Raw -3336592.041134 + Penalty 5004.047091 = -3331587.994043
  nChanged 410
		SP:Iteration 13Q (7977.030000 sec): 3 clusters
  Score: Raw -3336889.597448 + Penalty 5004.047091 = -3331885.550358
  nChanged 313
		SP:Iteration 14Q (7977.100000 sec): 3 clusters
  Score: Raw -3337084.879014 + Penalty 5004.047091 = -3332080.831924
  nChanged 238
		SP:Iteration 15Q (7977.170000 sec): 3 clusters
  Score: Raw -3337259.138502 + Penalty 5004.047091 = -3332255.091412
  nChanged 194
		SP:Iteration 16Q (7977.240000 sec): 3 clusters
  Score: Raw -3337390.485442 + Penalty 5004.047091 = -3332386.438352
  nChanged 162
		SP:Iteration 17Q (7977.300000 sec): 3 clusters
  Score: Raw -3337498.645702 + Penalty 5004.047091 = -3332494.598611
  nChanged 133
		SP:Iteration 18Q (7977.370000 sec): 3 clusters
  Score: Raw -3337596.234801 + Penalty 5004.047091 = -3332592.187711
  nChanged 113
		SP:Iteration 19Q (7977.440000 sec): 3 clusters
  Score: Raw -3337663.557005 + Penalty 5004.047091 = -3332659.509914
  nChanged 84
		SP:Iteration 20F (7977.520000 sec): 3 clusters
  Score: Raw -3337713.213392 + Penalty 5004.047091 = -3332709.166301
  nChanged 77
		SP:Iteration 21Q (7977.580000 sec): 3 clusters
  Score: Raw -3337756.360676 + Penalty 5004.047091 = -3332752.313585
  nChanged 56
		SP:Iteration 22Q (7977.650000 sec): 3 clusters
  Score: Raw -3337789.152845 + Penalty 5004.047091 = -3332785.105754
  nChanged 47
		SP:Iteration 23Q (7977.710000 sec): 3 clusters
  Score: Raw -3337813.951940 + Penalty 5004.047091 = -3332809.904849
  nChanged 32
		SP:Iteration 24Q (7977.770000 sec): 3 clusters
  Score: Raw -3337828.115724 + Penalty 5004.047091 = -3332824.068633
  nChanged 16
		SP:Iteration 25Q (7977.840000 sec): 3 clusters
  Score: Raw -3337837.499775 + Penalty 5004.047091 = -3332833.452684
  nChanged 22
		SP:Iteration 26Q (7977.900000 sec): 3 clusters
  Score: Raw -3337848.315668 + Penalty 5004.047091 = -3332844.268577
  nChanged 16
		SP:Iteration 27Q (7977.960000 sec): 3 clusters
  Score: Raw -3337855.262878 + Penalty 5004.047091 = -3332851.215788
  nChanged 16
		SP:Iteration 28Q (7978.020000 sec): 3 clusters
  Score: Raw -3337859.603497 + Penalty 5004.047091 = -3332855.556406
  nChanged 9
		SP:Iteration 29Q (7978.080000 sec): 3 clusters
  Score: Raw -3337862.946643 + Penalty 5004.047091 = -3332858.899552
  nChanged 5
		SP:Iteration 30Q (7978.150000 sec): 3 clusters
  Score: Raw -3337864.772267 + Penalty 5004.047091 = -3332860.725176
  nChanged 5
		SP:Iteration 31Q (7978.210000 sec): 3 clusters
  Score: Raw -3337867.020844 + Penalty 5004.047091 = -3332862.973754
  nChanged 6
		SP:Iteration 32Q (7978.270000 sec): 3 clusters
  Score: Raw -3337869.512181 + Penalty 5004.047091 = -3332865.465090
  nChanged 5
		SP:Iteration 33Q (7978.340000 sec): 3 clusters
  Score: Raw -3337871.350160 + Penalty 5004.047091 = -3332867.303069
  nChanged 3
		SP:Iteration 34Q (7978.400000 sec): 3 clusters
  Score: Raw -3337872.243576 + Penalty 5004.047091 = -3332868.196485
  nChanged 2
		SP:Iteration 35Q (7978.460000 sec): 3 clusters
  Score: Raw -3337873.616924 + Penalty 5004.047091 = -3332869.569833
  nChanged 4
		SP:Iteration 36Q (7978.520000 sec): 3 clusters
  Score: Raw -3337875.289961 + Penalty 5004.047091 = -3332871.242870
  nChanged 5
		SP:Iteration 37Q (7978.580000 sec): 3 clusters
  Score: Raw -3337877.595258 + Penalty 5004.047091 = -3332873.548167
  nChanged 3
		SP:Iteration 38Q (7978.640000 sec): 3 clusters
  Score: Raw -3337878.255318 + Penalty 5004.047091 = -3332874.208227
  nChanged 0
		SP:Iteration 39F (7978.730000 sec): 3 clusters
  Score: Raw -3337878.255318 + Penalty 5004.047091 = -3332874.208227
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7978.750000 sec): 2 clusters
  Score: Raw -494000.591510 + Penalty 2019.015069 = -491981.576441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7978.760000 sec): 3 clusters
  Score: Raw -492512.029661 + Penalty 4038.030138 = -488473.999523
  nChanged 1211
		SP:Iteration 1F (7978.780000 sec): 3 clusters
  Score: Raw -493299.605743 + Penalty 4038.030138 = -489261.575606
  nChanged 274
		SP:Iteration 2F (7978.790000 sec): 3 clusters
  Score: Raw -493518.479536 + Penalty 4038.030138 = -489480.449399
  nChanged 186
		SP:Iteration 3F (7978.800000 sec): 3 clusters
  Score: Raw -493640.871943 + Penalty 4038.030138 = -489602.841806
  nChanged 143
		SP:Iteration 4Q (7978.810000 sec): 3 clusters
  Score: Raw -493733.089080 + Penalty 4038.030138 = -489695.058943
  nChanged 100
		SP:Iteration 5Q (7978.820000 sec): 3 clusters
  Score: Raw -493797.473230 + Penalty 4038.030138 = -489759.443092
  nChanged 85
		SP:Iteration 6Q (7978.830000 sec): 3 clusters
  Score: Raw -493852.723212 + Penalty 4038.030138 = -489814.693075
  nChanged 74
		SP:Iteration 7Q (7978.840000 sec): 3 clusters
  Score: Raw -493903.689806 + Penalty 4038.030138 = -489865.659669
  nChanged 83
		SP:Iteration 8Q (7978.860000 sec): 3 clusters
  Score: Raw -493960.757923 + Penalty 4038.030138 = -489922.727785
  nChanged 75
		SP:Iteration 9Q (7978.870000 sec): 3 clusters
  Score: Raw -494002.318045 + Penalty 4038.030138 = -489964.287908
  nChanged 67
		SP:Iteration 10Q (7978.880000 sec): 3 clusters
  Score: Raw -494043.004467 + Penalty 4038.030138 = -490004.974329
  nChanged 58
		SP:Iteration 11Q (7978.890000 sec): 3 clusters
  Score: Raw -494077.843080 + Penalty 4038.030138 = -490039.812942
  nChanged 47
		SP:Iteration 12Q (7978.900000 sec): 3 clusters
  Score: Raw -494102.577198 + Penalty 4038.030138 = -490064.547060
  nChanged 41
		SP:Iteration 13Q (7978.920000 sec): 3 clusters
  Score: Raw -494125.985037 + Penalty 4038.030138 = -490087.954900
  nChanged 39
		SP:Iteration 14Q (7978.930000 sec): 3 clusters
  Score: Raw -494153.412600 + Penalty 4038.030138 = -490115.382462
  nChanged 39
		SP:Iteration 15Q (7978.940000 sec): 3 clusters
  Score: Raw -494175.659482 + Penalty 4038.030138 = -490137.629344
  nChanged 36
		SP:Iteration 16Q (7978.950000 sec): 3 clusters
  Score: Raw -494197.514395 + Penalty 4038.030138 = -490159.484257
  nChanged 37
		SP:Iteration 17Q (7978.960000 sec): 3 clusters
  Score: Raw -494222.342804 + Penalty 4038.030138 = -490184.312666
  nChanged 34
		SP:Iteration 18Q (7978.970000 sec): 3 clusters
  Score: Raw -494244.030788 + Penalty 4038.030138 = -490206.000650
  nChanged 35
		SP:Iteration 19Q (7978.980000 sec): 3 clusters
  Score: Raw -494266.088793 + Penalty 4038.030138 = -490228.058656
  nChanged 30
		SP:Iteration 20F (7979.000000 sec): 3 clusters
  Score: Raw -494290.595627 + Penalty 4038.030138 = -490252.565489
  nChanged 27
		SP:Iteration 21Q (7979.010000 sec): 3 clusters
  Score: Raw -494306.617874 + Penalty 4038.030138 = -490268.587737
  nChanged 28
		SP:Iteration 22Q (7979.020000 sec): 3 clusters
  Score: Raw -494322.891088 + Penalty 4038.030138 = -490284.860950
  nChanged 22
		SP:Iteration 23Q (7979.030000 sec): 3 clusters
  Score: Raw -494341.537626 + Penalty 4038.030138 = -490303.507488
  nChanged 31
		SP:Iteration 24Q (7979.040000 sec): 3 clusters
  Score: Raw -494365.245871 + Penalty 4038.030138 = -490327.215734
  nChanged 38
		SP:Iteration 25Q (7979.060000 sec): 3 clusters
  Score: Raw -494393.198306 + Penalty 4038.030138 = -490355.168168
  nChanged 37
		SP:Iteration 26Q (7979.070000 sec): 3 clusters
  Score: Raw -494432.747930 + Penalty 4038.030138 = -490394.717793
  nChanged 54
		SP:Iteration 27Q (7979.080000 sec): 3 clusters
  Score: Raw -494490.495608 + Penalty 4038.030138 = -490452.465470
  nChanged 55
		SP:Iteration 28Q (7979.090000 sec): 3 clusters
  Score: Raw -494555.503098 + Penalty 4038.030138 = -490517.472960
  nChanged 67
		SP:Iteration 29Q (7979.100000 sec): 3 clusters
  Score: Raw -494630.220941 + Penalty 4038.030138 = -490592.190803
  nChanged 71
		SP:Iteration 30Q (7979.110000 sec): 3 clusters
  Score: Raw -494711.420957 + Penalty 4038.030138 = -490673.390820
  nChanged 62
		SP:Iteration 31Q (7979.120000 sec): 3 clusters
  Score: Raw -494770.947646 + Penalty 4038.030138 = -490732.917509
  nChanged 58
		SP:Iteration 32Q (7979.140000 sec): 3 clusters
  Score: Raw -494832.395004 + Penalty 4038.030138 = -490794.364866
  nChanged 64
		SP:Iteration 33Q (7979.140000 sec): 3 clusters
  Score: Raw -494907.699162 + Penalty 4038.030138 = -490869.669025
  nChanged 62
		SP:Iteration 34Q (7979.160000 sec): 3 clusters
  Score: Raw -494970.843734 + Penalty 4038.030138 = -490932.813596
  nChanged 58
		SP:Iteration 35Q (7979.170000 sec): 3 clusters
  Score: Raw -495046.809898 + Penalty 4038.030138 = -491008.779760
  nChanged 60
		SP:Iteration 36Q (7979.180000 sec): 3 clusters
  Score: Raw -495111.757056 + Penalty 4038.030138 = -491073.726919
  nChanged 53
		SP:Iteration 37Q (7979.190000 sec): 3 clusters
  Score: Raw -495170.612524 + Penalty 4038.030138 = -491132.582387
  nChanged 57
		SP:Iteration 38Q (7979.200000 sec): 3 clusters
  Score: Raw -495235.146680 + Penalty 4038.030138 = -491197.116543
  nChanged 54
		SP:Iteration 39Q (7979.210000 sec): 3 clusters
  Score: Raw -495290.329435 + Penalty 4038.030138 = -491252.299297
  nChanged 46
		SP:Iteration 40F (7979.220000 sec): 3 clusters
  Score: Raw -495331.522808 + Penalty 4038.030138 = -491293.492671
  nChanged 36
		SP:Iteration 41Q (7979.230000 sec): 3 clusters
  Score: Raw -495357.020161 + Penalty 4038.030138 = -491318.990023
  nChanged 27
		SP:Iteration 42Q (7979.240000 sec): 3 clusters
  Score: Raw -495378.693271 + Penalty 4038.030138 = -491340.663133
  nChanged 29
		SP:Iteration 43Q (7979.250000 sec): 3 clusters
  Score: Raw -495399.531162 + Penalty 4038.030138 = -491361.501025
  nChanged 24
		SP:Iteration 44Q (7979.260000 sec): 3 clusters
  Score: Raw -495418.122511 + Penalty 4038.030138 = -491380.092374
  nChanged 25
		SP:Iteration 45Q (7979.270000 sec): 3 clusters
  Score: Raw -495432.330966 + Penalty 4038.030138 = -491394.300828
  nChanged 15
		SP:Iteration 46Q (7979.280000 sec): 3 clusters
  Score: Raw -495442.464492 + Penalty 4038.030138 = -491404.434354
  nChanged 15
		SP:Iteration 47Q (7979.290000 sec): 3 clusters
  Score: Raw -495450.143356 + Penalty 4038.030138 = -491412.113219
  nChanged 9
		SP:Iteration 48Q (7979.300000 sec): 3 clusters
  Score: Raw -495455.015617 + Penalty 4038.030138 = -491416.985479
  nChanged 14
		SP:Iteration 49Q (7979.310000 sec): 3 clusters
  Score: Raw -495462.010793 + Penalty 4038.030138 = -491423.980656
  nChanged 16
		SP:Iteration 50Q (7979.320000 sec): 3 clusters
  Score: Raw -495471.198193 + Penalty 4038.030138 = -491433.168055
  nChanged 17
		SP:Iteration 51Q (7979.330000 sec): 3 clusters
  Score: Raw -495481.034828 + Penalty 4038.030138 = -491443.004691
  nChanged 15
		SP:Iteration 52Q (7979.340000 sec): 3 clusters
  Score: Raw -495488.987465 + Penalty 4038.030138 = -491450.957328
  nChanged 15
		SP:Iteration 53Q (7979.350000 sec): 3 clusters
  Score: Raw -495499.555362 + Penalty 4038.030138 = -491461.525224
  nChanged 15
		SP:Iteration 54Q (7979.360000 sec): 3 clusters
  Score: Raw -495510.290041 + Penalty 4038.030138 = -491472.259903
  nChanged 24
		SP:Iteration 55Q (7979.370000 sec): 3 clusters
  Score: Raw -495526.818153 + Penalty 4038.030138 = -491488.788016
  nChanged 23
		SP:Iteration 56Q (7979.380000 sec): 3 clusters
  Score: Raw -495541.455978 + Penalty 4038.030138 = -491503.425840
  nChanged 26
		SP:Iteration 57Q (7979.390000 sec): 3 clusters
  Score: Raw -495559.470269 + Penalty 4038.030138 = -491521.440132
  nChanged 23
		SP:Iteration 58Q (7979.400000 sec): 3 clusters
  Score: Raw -495570.937447 + Penalty 4038.030138 = -491532.907309
  nChanged 25
		SP:Iteration 59Q (7979.400000 sec): 3 clusters
  Score: Raw -495586.927040 + Penalty 4038.030138 = -491548.896902
  nChanged 23
		SP:Iteration 60F (7979.420000 sec): 3 clusters
  Score: Raw -495599.841203 + Penalty 4038.030138 = -491561.811065
  nChanged 21
		SP:Iteration 61Q (7979.430000 sec): 3 clusters
  Score: Raw -495609.467079 + Penalty 4038.030138 = -491571.436941
  nChanged 16
		SP:Iteration 62Q (7979.440000 sec): 3 clusters
  Score: Raw -495619.325031 + Penalty 4038.030138 = -491581.294894
  nChanged 20
		SP:Iteration 63Q (7979.450000 sec): 3 clusters
  Score: Raw -495631.194066 + Penalty 4038.030138 = -491593.163928
  nChanged 20
		SP:Iteration 64Q (7979.460000 sec): 3 clusters
  Score: Raw -495642.172140 + Penalty 4038.030138 = -491604.142003
  nChanged 21
		SP:Iteration 65Q (7979.470000 sec): 3 clusters
  Score: Raw -495656.761016 + Penalty 4038.030138 = -491618.730878
  nChanged 28
		SP:Iteration 66Q (7979.480000 sec): 3 clusters
  Score: Raw -495673.065733 + Penalty 4038.030138 = -491635.035595
  nChanged 13
		SP:Iteration 67Q (7979.480000 sec): 3 clusters
  Score: Raw -495678.199564 + Penalty 4038.030138 = -491640.169427
  nChanged 12
		SP:Iteration 68Q (7979.500000 sec): 3 clusters
  Score: Raw -495683.140682 + Penalty 4038.030138 = -491645.110544
  nChanged 9
		SP:Iteration 69Q (7979.500000 sec): 3 clusters
  Score: Raw -495687.099155 + Penalty 4038.030138 = -491649.069017
  nChanged 11
		SP:Iteration 70Q (7979.520000 sec): 3 clusters
  Score: Raw -495692.923712 + Penalty 4038.030138 = -491654.893574
  nChanged 7
		SP:Iteration 71Q (7979.520000 sec): 3 clusters
  Score: Raw -495695.387123 + Penalty 4038.030138 = -491657.356986
  nChanged 4
		SP:Iteration 72Q (7979.540000 sec): 3 clusters
  Score: Raw -495696.323017 + Penalty 4038.030138 = -491658.292879
  nChanged 4
		SP:Iteration 73Q (7979.540000 sec): 3 clusters
  Score: Raw -495698.653608 + Penalty 4038.030138 = -491660.623471
  nChanged 4
		SP:Iteration 74Q (7979.550000 sec): 3 clusters
  Score: Raw -495699.756626 + Penalty 4038.030138 = -491661.726489
  nChanged 2
		SP:Iteration 75Q (7979.560000 sec): 3 clusters
  Score: Raw -495700.405712 + Penalty 4038.030138 = -491662.375575
  nChanged 1
		SP:Iteration 76Q (7979.570000 sec): 3 clusters
  Score: Raw -495700.791672 + Penalty 4038.030138 = -491662.761535
  nChanged 0
		SP:Iteration 77F (7979.580000 sec): 3 clusters
  Score: Raw -495700.791672 + Penalty 4038.030138 = -491662.761535
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7979.590000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7979.590000 sec): 3 clusters
  Score: Raw -126932.008126 + Penalty 3350.283633 = -123581.724493
  nChanged 196
		SP:Iteration 1F (7979.600000 sec): 3 clusters
  Score: Raw -127170.224296 + Penalty 3350.283633 = -123819.940663
  nChanged 50
		SP:Iteration 2F (7979.600000 sec): 3 clusters
  Score: Raw -127242.146901 + Penalty 3350.283633 = -123891.863268
  nChanged 26
		SP:Iteration 3Q (7979.600000 sec): 3 clusters
  Score: Raw -127278.054173 + Penalty 3350.283633 = -123927.770540
  nChanged 16
		SP:Iteration 4Q (7979.600000 sec): 3 clusters
  Score: Raw -127299.200062 + Penalty 3350.283633 = -123948.916428
  nChanged 5
		SP:Iteration 5Q (7979.610000 sec): 3 clusters
  Score: Raw -127303.721129 + Penalty 3350.283633 = -123953.437495
  nChanged 3
		SP:Iteration 6Q (7979.610000 sec): 3 clusters
  Score: Raw -127308.869344 + Penalty 3350.283633 = -123958.585710
  nChanged 6
		SP:Iteration 7Q (7979.610000 sec): 3 clusters
  Score: Raw -127317.491199 + Penalty 3350.283633 = -123967.207566
  nChanged 3
		SP:Iteration 8Q (7979.620000 sec): 3 clusters
  Score: Raw -127324.951543 + Penalty 3350.283633 = -123974.667910
  nChanged 5
		SP:Iteration 9Q (7979.620000 sec): 3 clusters
  Score: Raw -127348.121852 + Penalty 3350.283633 = -123997.838219
  nChanged 10
		SP:Iteration 10Q (7979.620000 sec): 3 clusters
  Score: Raw -127368.544450 + Penalty 3350.283633 = -124018.260816
  nChanged 9
		SP:Iteration 11Q (7979.620000 sec): 3 clusters
  Score: Raw -127391.534365 + Penalty 3350.283633 = -124041.250732
  nChanged 11
		SP:Iteration 12Q (7979.630000 sec): 3 clusters
  Score: Raw -127409.750023 + Penalty 3350.283633 = -124059.466390
  nChanged 7
		SP:Iteration 13Q (7979.630000 sec): 3 clusters
  Score: Raw -127420.611400 + Penalty 3350.283633 = -124070.327766
  nChanged 3
		SP:Iteration 14Q (7979.630000 sec): 3 clusters
  Score: Raw -127424.359074 + Penalty 3350.283633 = -124074.075440
  nChanged 0
		SP:Iteration 15F (7979.640000 sec): 3 clusters
  Score: Raw -127424.359074 + Penalty 3350.283633 = -124074.075440
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7979.640000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7979.640000 sec): 3 clusters
  Score: Raw -33681.667464 + Penalty 2756.186719 = -30925.480745
  nChanged 29
		SP:Iteration 1F (7979.640000 sec): 3 clusters
  Score: Raw -33893.724015 + Penalty 2756.186719 = -31137.537296
  nChanged 14
		SP:Iteration 2F (7979.640000 sec): 3 clusters
  Score: Raw -33949.642454 + Penalty 2756.186719 = -31193.455736
  nChanged 6
		SP:Iteration 3Q (7979.640000 sec): 3 clusters
  Score: Raw -33990.146112 + Penalty 2756.186719 = -31233.959393
  nChanged 9
		SP:Iteration 4Q (7979.640000 sec): 3 clusters
  Score: Raw -34040.794399 + Penalty 2756.186719 = -31284.607680
  nChanged 6
		SP:Iteration 5Q (7979.640000 sec): 3 clusters
  Score: Raw -34063.077121 + Penalty 2756.186719 = -31306.890402
  nChanged 5
		SP:Iteration 6Q (7979.640000 sec): 3 clusters
  Score: Raw -34084.395105 + Penalty 2756.186719 = -31328.208387
  nChanged 3
		SP:Iteration 7Q (7979.640000 sec): 3 clusters
  Score: Raw -34100.221766 + Penalty 2756.186719 = -31344.035047
  nChanged 3
		SP:Iteration 8Q (7979.650000 sec): 3 clusters
  Score: Raw -34118.080677 + Penalty 2756.186719 = -31361.893958
  nChanged 5
		SP:Iteration 9Q (7979.650000 sec): 3 clusters
  Score: Raw -34167.136285 + Penalty 2756.186719 = -31410.949566
  nChanged 4
		SP:Iteration 10Q (7979.650000 sec): 3 clusters
  Score: Raw -34200.873541 + Penalty 2756.186719 = -31444.686822
  nChanged 1
		SP:Iteration 11Q (7979.650000 sec): 3 clusters
  Score: Raw -34203.403186 + Penalty 2756.186719 = -31447.216467
  nChanged 0
		SP:Iteration 12F (7979.650000 sec): 3 clusters
  Score: Raw -34203.403186 + Penalty 2756.186719 = -31447.216467
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13788 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7979.700000 sec): 2 clusters
  Score: Raw -2058082.362425 + Penalty 2363.825374 = -2055718.537051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7979.740000 sec): 3 clusters
  Score: Raw -2050517.711847 + Penalty 4727.650748 = -2045790.061099
  nChanged 5837
		SP:Iteration 1F (7979.790000 sec): 3 clusters
  Score: Raw -2053649.847205 + Penalty 4727.650748 = -2048922.196457
  nChanged 820
		SP:Iteration 2F (7979.840000 sec): 3 clusters
  Score: Raw -2054000.198635 + Penalty 4727.650748 = -2049272.547887
  nChanged 706
		SP:Iteration 3F (7979.880000 sec): 3 clusters
  Score: Raw -2054297.846905 + Penalty 4727.650748 = -2049570.196156
  nChanged 614
		SP:Iteration 4Q (7979.930000 sec): 3 clusters
  Score: Raw -2054563.275196 + Penalty 4727.650748 = -2049835.624448
  nChanged 583
		SP:Iteration 5Q (7979.980000 sec): 3 clusters
  Score: Raw -2054863.079662 + Penalty 4727.650748 = -2050135.428914
  nChanged 634
		SP:Iteration 6Q (7980.020000 sec): 3 clusters
  Score: Raw -2055218.932458 + Penalty 4727.650748 = -2050491.281710
  nChanged 666
		SP:Iteration 7Q (7980.070000 sec): 3 clusters
  Score: Raw -2055632.445030 + Penalty 4727.650748 = -2050904.794282
  nChanged 691
		SP:Iteration 8F (7980.110000 sec): 3 clusters
  Score: Raw -2056103.346332 + Penalty 4727.650748 = -2051375.695584
  nChanged 690
		SP:Iteration 9F (7980.160000 sec): 3 clusters
  Score: Raw -2056619.512886 + Penalty 4727.650748 = -2051891.862138
  nChanged 609
		SP:Iteration 10Q (7980.200000 sec): 3 clusters
  Score: Raw -2057112.804694 + Penalty 4727.650748 = -2052385.153946
  nChanged 482
		SP:Iteration 11Q (7980.250000 sec): 3 clusters
  Score: Raw -2057519.139396 + Penalty 4727.650748 = -2052791.488648
  nChanged 349
		SP:Iteration 12Q (7980.300000 sec): 3 clusters
  Score: Raw -2057836.661696 + Penalty 4727.650748 = -2053109.010948
  nChanged 226
		SP:Iteration 13Q (7980.340000 sec): 3 clusters
  Score: Raw -2058045.141382 + Penalty 4727.650748 = -2053317.490634
  nChanged 124
		SP:Iteration 14Q (7980.380000 sec): 3 clusters
  Score: Raw -2058160.756316 + Penalty 4727.650748 = -2053433.105568
  nChanged 69
		SP:Iteration 15Q (7980.420000 sec): 3 clusters
  Score: Raw -2058234.925396 + Penalty 4727.650748 = -2053507.274648
  nChanged 55
		SP:Iteration 16Q (7980.450000 sec): 3 clusters
  Score: Raw -2058295.361067 + Penalty 4727.650748 = -2053567.710319
  nChanged 29
		SP:Iteration 17Q (7980.490000 sec): 3 clusters
  Score: Raw -2058336.375175 + Penalty 4727.650748 = -2053608.724427
  nChanged 24
		SP:Iteration 18Q (7980.520000 sec): 3 clusters
  Score: Raw -2058359.418331 + Penalty 4727.650748 = -2053631.767583
  nChanged 13
		SP:Iteration 19Q (7980.560000 sec): 3 clusters
  Score: Raw -2058370.142804 + Penalty 4727.650748 = -2053642.492056
  nChanged 10
		SP:Iteration 20F (7980.600000 sec): 3 clusters
  Score: Raw -2058379.503224 + Penalty 4727.650748 = -2053651.852476
  nChanged 6
		SP:Iteration 21Q (7980.640000 sec): 3 clusters
  Score: Raw -2058383.464023 + Penalty 4727.650748 = -2053655.813275
  nChanged 5
		SP:Iteration 22Q (7980.680000 sec): 3 clusters
  Score: Raw -2058388.666166 + Penalty 4727.650748 = -2053661.015418
  nChanged 2
		SP:Iteration 23Q (7980.710000 sec): 3 clusters
  Score: Raw -2058390.287230 + Penalty 4727.650748 = -2053662.636482
  nChanged 1
		SP:Iteration 24Q (7980.740000 sec): 3 clusters
  Score: Raw -2058390.778407 + Penalty 4727.650748 = -2053663.127659
  nChanged 3
		SP:Iteration 25Q (7980.780000 sec): 3 clusters
  Score: Raw -2058394.105858 + Penalty 4727.650748 = -2053666.455110
  nChanged 3
		SP:Iteration 26Q (7980.820000 sec): 3 clusters
  Score: Raw -2058397.729890 + Penalty 4727.650748 = -2053670.079142
  nChanged 4
		SP:Iteration 27Q (7980.850000 sec): 3 clusters
  Score: Raw -2058404.528737 + Penalty 4727.650748 = -2053676.877989
  nChanged 4
		SP:Iteration 28Q (7980.890000 sec): 3 clusters
  Score: Raw -2058407.324447 + Penalty 4727.650748 = -2053679.673698
  nChanged 4
		SP:Iteration 29Q (7980.920000 sec): 3 clusters
  Score: Raw -2058413.386571 + Penalty 4727.650748 = -2053685.735823
  nChanged 1
		SP:Iteration 30Q (7980.960000 sec): 3 clusters
  Score: Raw -2058413.828581 + Penalty 4727.650748 = -2053686.177833
  nChanged 1
		SP:Iteration 31Q (7980.990000 sec): 3 clusters
  Score: Raw -2058414.531223 + Penalty 4727.650748 = -2053686.880474
  nChanged 0
		SP:Iteration 32F (7981.040000 sec): 3 clusters
  Score: Raw -2058414.531223 + Penalty 4727.650748 = -2053686.880474
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7981.280000 sec): 2 clusters
  Score: Raw -10201194.362927 + Penalty 2765.891272 = -10198428.471655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7981.540000 sec): 3 clusters
  Score: Raw -10156999.761627 + Penalty 5531.782545 = -10151467.979082
  nChanged 32802
		SP:Iteration 1F (7981.800000 sec): 3 clusters
  Score: Raw -10175462.629249 + Penalty 5531.782545 = -10169930.846705
  nChanged 2587
		SP:Iteration 2Q (7982.060000 sec): 3 clusters
  Score: Raw -10176123.660481 + Penalty 5531.782545 = -10170591.877936
  nChanged 2626
		SP:Iteration 3Q (7982.310000 sec): 3 clusters
  Score: Raw -10176941.918741 + Penalty 5531.782545 = -10171410.136197
  nChanged 3085
		SP:Iteration 4Q (7982.560000 sec): 3 clusters
  Score: Raw -10178104.838421 + Penalty 5531.782545 = -10172573.055877
  nChanged 3680
		SP:Iteration 5F (7982.820000 sec): 3 clusters
  Score: Raw -10179885.061797 + Penalty 5531.782545 = -10174353.279252
  nChanged 4361
		SP:Iteration 6F (7983.080000 sec): 3 clusters
  Score: Raw -10182490.198101 + Penalty 5531.782545 = -10176958.415556
  nChanged 4968
		SP:Iteration 7F (7983.330000 sec): 3 clusters
  Score: Raw -10186019.288279 + Penalty 5531.782545 = -10180487.505734
  nChanged 5201
		SP:Iteration 8F (7983.580000 sec): 3 clusters
  Score: Raw -10190222.309229 + Penalty 5531.782545 = -10184690.526684
  nChanged 4614
		SP:Iteration 9F (7983.820000 sec): 3 clusters
  Score: Raw -10194177.932705 + Penalty 5531.782545 = -10188646.150161
  nChanged 3562
		SP:Iteration 10F (7984.070000 sec): 3 clusters
  Score: Raw -10197327.785761 + Penalty 5531.782545 = -10191796.003216
  nChanged 2361
		SP:Iteration 11Q (7984.320000 sec): 3 clusters
  Score: Raw -10199472.106760 + Penalty 5531.782545 = -10193940.324215
  nChanged 1273
		SP:Iteration 12Q (7984.560000 sec): 3 clusters
  Score: Raw -10200568.794043 + Penalty 5531.782545 = -10195037.011498
  nChanged 564
		SP:Iteration 13Q (7984.760000 sec): 3 clusters
  Score: Raw -10201021.674154 + Penalty 5531.782545 = -10195489.891609
  nChanged 266
		SP:Iteration 14Q (7984.960000 sec): 3 clusters
  Score: Raw -10201244.813867 + Penalty 5531.782545 = -10195713.031323
  nChanged 147
		SP:Iteration 15Q (7985.150000 sec): 3 clusters
  Score: Raw -10201367.940779 + Penalty 5531.782545 = -10195836.158234
  nChanged 103
		SP:Iteration 16Q (7985.340000 sec): 3 clusters
  Score: Raw -10201458.425343 + Penalty 5531.782545 = -10195926.642798
  nChanged 64
		SP:Iteration 17Q (7985.520000 sec): 3 clusters
  Score: Raw -10201509.070947 + Penalty 5531.782545 = -10195977.288402
  nChanged 37
		SP:Iteration 18Q (7985.700000 sec): 3 clusters
  Score: Raw -10201537.578247 + Penalty 5531.782545 = -10196005.795703
  nChanged 31
		SP:Iteration 19Q (7985.880000 sec): 3 clusters
  Score: Raw -10201558.055150 + Penalty 5531.782545 = -10196026.272605
  nChanged 15
		SP:Iteration 20F (7986.120000 sec): 3 clusters
  Score: Raw -10201567.094540 + Penalty 5531.782545 = -10196035.311995
  nChanged 10
		SP:Iteration 21Q (7986.300000 sec): 3 clusters
  Score: Raw -10201575.634751 + Penalty 5531.782545 = -10196043.852206
  nChanged 7
		SP:Iteration 22Q (7986.490000 sec): 3 clusters
  Score: Raw -10201581.609152 + Penalty 5531.782545 = -10196049.826607
  nChanged 9
		SP:Iteration 23Q (7986.660000 sec): 3 clusters
  Score: Raw -10201590.509891 + Penalty 5531.782545 = -10196058.727347
  nChanged 10
		SP:Iteration 24Q (7986.840000 sec): 3 clusters
  Score: Raw -10201597.497149 + Penalty 5531.782545 = -10196065.714605
  nChanged 1
		SP:Iteration 25Q (7987.020000 sec): 3 clusters
  Score: Raw -10201598.796791 + Penalty 5531.782545 = -10196067.014247
  nChanged 2
		SP:Iteration 26Q (7987.200000 sec): 3 clusters
  Score: Raw -10201600.593931 + Penalty 5531.782545 = -10196068.811386
  nChanged 3
		SP:Iteration 27Q (7987.380000 sec): 3 clusters
  Score: Raw -10201602.135550 + Penalty 5531.782545 = -10196070.353006
  nChanged 2
		SP:Iteration 28Q (7987.560000 sec): 3 clusters
  Score: Raw -10201605.346746 + Penalty 5531.782545 = -10196073.564201
  nChanged 2
		SP:Iteration 29Q (7987.730000 sec): 3 clusters
  Score: Raw -10201608.136967 + Penalty 5531.782545 = -10196076.354422
  nChanged 2
		SP:Iteration 30Q (7987.910000 sec): 3 clusters
  Score: Raw -10201610.034265 + Penalty 5531.782545 = -10196078.251720
  nChanged 1
		SP:Iteration 31Q (7988.090000 sec): 3 clusters
  Score: Raw -10201610.384964 + Penalty 5531.782545 = -10196078.602419
  nChanged 1
		SP:Iteration 32Q (7988.280000 sec): 3 clusters
  Score: Raw -10201611.102427 + Penalty 5531.782545 = -10196079.319882
  nChanged 2
		SP:Iteration 33Q (7988.450000 sec): 3 clusters
  Score: Raw -10201611.743937 + Penalty 5531.782545 = -10196079.961392
  nChanged 1
		SP:Iteration 34Q (7988.630000 sec): 3 clusters
  Score: Raw -10201612.011507 + Penalty 5531.782545 = -10196080.228962
  nChanged 0
		SP:Iteration 35F (7988.880000 sec): 3 clusters
  Score: Raw -10201612.011507 + Penalty 5531.782545 = -10196080.228962
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7988.920000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7988.930000 sec): 3 clusters
  Score: Raw -385273.985994 + Penalty 3923.652944 = -381350.333050
  nChanged 919
		SP:Iteration 1F (7988.940000 sec): 3 clusters
  Score: Raw -385847.332885 + Penalty 3923.652944 = -381923.679942
  nChanged 176
		SP:Iteration 2F (7988.940000 sec): 3 clusters
  Score: Raw -385963.051473 + Penalty 3923.652944 = -382039.398530
  nChanged 102
		SP:Iteration 3Q (7988.950000 sec): 3 clusters
  Score: Raw -386034.182361 + Penalty 3923.652944 = -382110.529417
  nChanged 71
		SP:Iteration 4Q (7988.960000 sec): 3 clusters
  Score: Raw -386083.912087 + Penalty 3923.652944 = -382160.259143
  nChanged 56
		SP:Iteration 5Q (7988.970000 sec): 3 clusters
  Score: Raw -386109.545980 + Penalty 3923.652944 = -382185.893036
  nChanged 30
		SP:Iteration 6Q (7988.980000 sec): 3 clusters
  Score: Raw -386127.050091 + Penalty 3923.652944 = -382203.397147
  nChanged 31
		SP:Iteration 7Q (7988.990000 sec): 3 clusters
  Score: Raw -386142.066127 + Penalty 3923.652944 = -382218.413184
  nChanged 32
		SP:Iteration 8Q (7989.000000 sec): 3 clusters
  Score: Raw -386162.342609 + Penalty 3923.652944 = -382238.689666
  nChanged 33
		SP:Iteration 9Q (7989.010000 sec): 3 clusters
  Score: Raw -386180.653058 + Penalty 3923.652944 = -382257.000115
  nChanged 24
		SP:Iteration 10Q (7989.020000 sec): 3 clusters
  Score: Raw -386192.968529 + Penalty 3923.652944 = -382269.315586
  nChanged 24
		SP:Iteration 11Q (7989.030000 sec): 3 clusters
  Score: Raw -386208.143214 + Penalty 3923.652944 = -382284.490270
  nChanged 19
		SP:Iteration 12Q (7989.040000 sec): 3 clusters
  Score: Raw -386217.759332 + Penalty 3923.652944 = -382294.106389
  nChanged 17
		SP:Iteration 13Q (7989.050000 sec): 3 clusters
  Score: Raw -386226.629595 + Penalty 3923.652944 = -382302.976651
  nChanged 16
		SP:Iteration 14Q (7989.060000 sec): 3 clusters
  Score: Raw -386235.253919 + Penalty 3923.652944 = -382311.600975
  nChanged 18
		SP:Iteration 15Q (7989.060000 sec): 3 clusters
  Score: Raw -386245.778859 + Penalty 3923.652944 = -382322.125916
  nChanged 20
		SP:Iteration 16Q (7989.070000 sec): 3 clusters
  Score: Raw -386256.302266 + Penalty 3923.652944 = -382332.649323
  nChanged 10
		SP:Iteration 17Q (7989.080000 sec): 3 clusters
  Score: Raw -386262.480460 + Penalty 3923.652944 = -382338.827517
  nChanged 10
		SP:Iteration 18Q (7989.090000 sec): 3 clusters
  Score: Raw -386266.437475 + Penalty 3923.652944 = -382342.784531
  nChanged 8
		SP:Iteration 19Q (7989.100000 sec): 3 clusters
  Score: Raw -386270.150864 + Penalty 3923.652944 = -382346.497920
  nChanged 4
		SP:Iteration 20F (7989.110000 sec): 3 clusters
  Score: Raw -386271.182298 + Penalty 3923.652944 = -382347.529355
  nChanged 5
		SP:Iteration 21Q (7989.120000 sec): 3 clusters
  Score: Raw -386273.461961 + Penalty 3923.652944 = -382349.809017
  nChanged 6
		SP:Iteration 22Q (7989.130000 sec): 3 clusters
  Score: Raw -386275.802899 + Penalty 3923.652944 = -382352.149956
  nChanged 6
		SP:Iteration 23Q (7989.140000 sec): 3 clusters
  Score: Raw -386279.808703 + Penalty 3923.652944 = -382356.155760
  nChanged 6
		SP:Iteration 24Q (7989.150000 sec): 3 clusters
  Score: Raw -386282.812719 + Penalty 3923.652944 = -382359.159775
  nChanged 8
		SP:Iteration 25Q (7989.160000 sec): 3 clusters
  Score: Raw -386287.114139 + Penalty 3923.652944 = -382363.461196
  nChanged 8
		SP:Iteration 26Q (7989.160000 sec): 3 clusters
  Score: Raw -386290.699950 + Penalty 3923.652944 = -382367.047007
  nChanged 6
		SP:Iteration 27Q (7989.180000 sec): 3 clusters
  Score: Raw -386293.151072 + Penalty 3923.652944 = -382369.498129
  nChanged 7
		SP:Iteration 28Q (7989.180000 sec): 3 clusters
  Score: Raw -386297.160893 + Penalty 3923.652944 = -382373.507949
  nChanged 12
		SP:Iteration 29Q (7989.190000 sec): 3 clusters
  Score: Raw -386305.773462 + Penalty 3923.652944 = -382382.120519
  nChanged 11
		SP:Iteration 30Q (7989.200000 sec): 3 clusters
  Score: Raw -386312.855621 + Penalty 3923.652944 = -382389.202677
  nChanged 11
		SP:Iteration 31Q (7989.210000 sec): 3 clusters
  Score: Raw -386319.542888 + Penalty 3923.652944 = -382395.889944
  nChanged 12
		SP:Iteration 32Q (7989.220000 sec): 3 clusters
  Score: Raw -386326.795795 + Penalty 3923.652944 = -382403.142851
  nChanged 7
		SP:Iteration 33Q (7989.230000 sec): 3 clusters
  Score: Raw -386330.148800 + Penalty 3923.652944 = -382406.495856
  nChanged 5
		SP:Iteration 34Q (7989.240000 sec): 3 clusters
  Score: Raw -386333.451203 + Penalty 3923.652944 = -382409.798259
  nChanged 7
		SP:Iteration 35Q (7989.250000 sec): 3 clusters
  Score: Raw -386338.006086 + Penalty 3923.652944 = -382414.353142
  nChanged 6
		SP:Iteration 36Q (7989.260000 sec): 3 clusters
  Score: Raw -386339.737924 + Penalty 3923.652944 = -382416.084980
  nChanged 0
		SP:Iteration 37F (7989.260000 sec): 3 clusters
  Score: Raw -386339.737924 + Penalty 3923.652944 = -382416.084980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7989.270000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7989.280000 sec): 3 clusters
  Score: Raw -168814.713196 + Penalty 3494.272938 = -165320.440258
  nChanged 314
		SP:Iteration 1F (7989.280000 sec): 3 clusters
  Score: Raw -169137.198231 + Penalty 3494.272938 = -165642.925292
  nChanged 76
		SP:Iteration 2F (7989.280000 sec): 3 clusters
  Score: Raw -169225.045796 + Penalty 3494.272938 = -165730.772858
  nChanged 33
		SP:Iteration 3Q (7989.290000 sec): 3 clusters
  Score: Raw -169261.155565 + Penalty 3494.272938 = -165766.882627
  nChanged 19
		SP:Iteration 4Q (7989.290000 sec): 3 clusters
  Score: Raw -169284.663245 + Penalty 3494.272938 = -165790.390307
  nChanged 10
		SP:Iteration 5Q (7989.290000 sec): 3 clusters
  Score: Raw -169298.966679 + Penalty 3494.272938 = -165804.693741
  nChanged 13
		SP:Iteration 6Q (7989.300000 sec): 3 clusters
  Score: Raw -169314.941428 + Penalty 3494.272938 = -165820.668490
  nChanged 3
		SP:Iteration 7Q (7989.300000 sec): 3 clusters
  Score: Raw -169317.233273 + Penalty 3494.272938 = -165822.960335
  nChanged 1
		SP:Iteration 8Q (7989.300000 sec): 3 clusters
  Score: Raw -169318.104373 + Penalty 3494.272938 = -165823.831435
  nChanged 1
		SP:Iteration 9Q (7989.310000 sec): 3 clusters
  Score: Raw -169319.085341 + Penalty 3494.272938 = -165824.812403
  nChanged 3
		SP:Iteration 10Q (7989.310000 sec): 3 clusters
  Score: Raw -169322.218925 + Penalty 3494.272938 = -165827.945987
  nChanged 3
		SP:Iteration 11Q (7989.320000 sec): 3 clusters
  Score: Raw -169325.641208 + Penalty 3494.272938 = -165831.368270
  nChanged 1
		SP:Iteration 12Q (7989.320000 sec): 3 clusters
  Score: Raw -169326.239958 + Penalty 3494.272938 = -165831.967020
  nChanged 1
		SP:Iteration 13Q (7989.320000 sec): 3 clusters
  Score: Raw -169327.132636 + Penalty 3494.272938 = -165832.859698
  nChanged 1
		SP:Iteration 14Q (7989.330000 sec): 3 clusters
  Score: Raw -169328.058997 + Penalty 3494.272938 = -165833.786059
  nChanged 2
		SP:Iteration 15Q (7989.330000 sec): 3 clusters
  Score: Raw -169330.560320 + Penalty 3494.272938 = -165836.287382
  nChanged 2
		SP:Iteration 16Q (7989.340000 sec): 3 clusters
  Score: Raw -169332.690646 + Penalty 3494.272938 = -165838.417707
  nChanged 1
		SP:Iteration 17Q (7989.340000 sec): 3 clusters
  Score: Raw -169333.315918 + Penalty 3494.272938 = -165839.042980
  nChanged 0
		SP:Iteration 18F (7989.340000 sec): 3 clusters
  Score: Raw -169333.315918 + Penalty 3494.272938 = -165839.042980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7989.350000 sec): 2 clusters
  Score: Raw -257203.131277 + Penalty 1864.614590 = -255338.516687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7989.360000 sec): 3 clusters
  Score: Raw -256694.228034 + Penalty 3729.229180 = -252964.998855
  nChanged 622
		SP:Iteration 1F (7989.360000 sec): 3 clusters
  Score: Raw -257621.444510 + Penalty 3729.229180 = -253892.215330
  nChanged 236
		SP:Iteration 2F (7989.370000 sec): 3 clusters
  Score: Raw -258143.303788 + Penalty 3729.229180 = -254414.074609
  nChanged 167
		SP:Iteration 3F (7989.380000 sec): 3 clusters
  Score: Raw -258445.445594 + Penalty 3729.229180 = -254716.216415
  nChanged 107
		SP:Iteration 4F (7989.380000 sec): 3 clusters
  Score: Raw -258610.158495 + Penalty 3729.229180 = -254880.929316
  nChanged 73
		SP:Iteration 5Q (7989.390000 sec): 3 clusters
  Score: Raw -258721.770502 + Penalty 3729.229180 = -254992.541323
  nChanged 38
		SP:Iteration 6Q (7989.390000 sec): 3 clusters
  Score: Raw -258787.300336 + Penalty 3729.229180 = -255058.071157
  nChanged 28
		SP:Iteration 7Q (7989.400000 sec): 3 clusters
  Score: Raw -258838.499784 + Penalty 3729.229180 = -255109.270605
  nChanged 15
		SP:Iteration 8Q (7989.400000 sec): 3 clusters
  Score: Raw -258865.658867 + Penalty 3729.229180 = -255136.429688
  nChanged 15
		SP:Iteration 9Q (7989.410000 sec): 3 clusters
  Score: Raw -258887.348466 + Penalty 3729.229180 = -255158.119287
  nChanged 9
		SP:Iteration 10Q (7989.420000 sec): 3 clusters
  Score: Raw -258895.786035 + Penalty 3729.229180 = -255166.556856
  nChanged 5
		SP:Iteration 11Q (7989.420000 sec): 3 clusters
  Score: Raw -258901.921112 + Penalty 3729.229180 = -255172.691932
  nChanged 4
		SP:Iteration 12Q (7989.430000 sec): 3 clusters
  Score: Raw -258904.558100 + Penalty 3729.229180 = -255175.328921
  nChanged 3
		SP:Iteration 13Q (7989.430000 sec): 3 clusters
  Score: Raw -258909.016185 + Penalty 3729.229180 = -255179.787006
  nChanged 3
		SP:Iteration 14Q (7989.440000 sec): 3 clusters
  Score: Raw -258910.669789 + Penalty 3729.229180 = -255181.440610
  nChanged 1
		SP:Iteration 15Q (7989.440000 sec): 3 clusters
  Score: Raw -258911.485793 + Penalty 3729.229180 = -255182.256613
  nChanged 0
		SP:Iteration 16F (7989.450000 sec): 3 clusters
  Score: Raw -258911.485793 + Penalty 3729.229180 = -255182.256613
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10876 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7989.480000 sec): 2 clusters
  Score: Raw -1661921.867796 + Penalty 2304.989824 = -1659616.877973
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7989.520000 sec): 3 clusters
  Score: Raw -1655923.550001 + Penalty 4609.979648 = -1651313.570353
  nChanged 4579
		SP:Iteration 1F (7989.560000 sec): 3 clusters
  Score: Raw -1658317.625542 + Penalty 4609.979648 = -1653707.645894
  nChanged 691
		SP:Iteration 2F (7989.600000 sec): 3 clusters
  Score: Raw -1658587.145613 + Penalty 4609.979648 = -1653977.165965
  nChanged 481
		SP:Iteration 3Q (7989.640000 sec): 3 clusters
  Score: Raw -1658764.647978 + Penalty 4609.979648 = -1654154.668331
  nChanged 378
		SP:Iteration 4Q (7989.680000 sec): 3 clusters
  Score: Raw -1658908.498848 + Penalty 4609.979648 = -1654298.519200
  nChanged 322
		SP:Iteration 5Q (7989.720000 sec): 3 clusters
  Score: Raw -1659028.802603 + Penalty 4609.979648 = -1654418.822955
  nChanged 289
		SP:Iteration 6Q (7989.750000 sec): 3 clusters
  Score: Raw -1659152.827409 + Penalty 4609.979648 = -1654542.847762
  nChanged 292
		SP:Iteration 7Q (7989.790000 sec): 3 clusters
  Score: Raw -1659288.811065 + Penalty 4609.979648 = -1654678.831418
  nChanged 332
		SP:Iteration 8Q (7989.830000 sec): 3 clusters
  Score: Raw -1659430.351067 + Penalty 4609.979648 = -1654820.371419
  nChanged 326
		SP:Iteration 9Q (7989.870000 sec): 3 clusters
  Score: Raw -1659576.750564 + Penalty 4609.979648 = -1654966.770916
  nChanged 321
		SP:Iteration 10Q (7989.900000 sec): 3 clusters
  Score: Raw -1659732.396567 + Penalty 4609.979648 = -1655122.416919
  nChanged 314
		SP:Iteration 11Q (7989.940000 sec): 3 clusters
  Score: Raw -1659883.401700 + Penalty 4609.979648 = -1655273.422053
  nChanged 310
		SP:Iteration 12Q (7989.980000 sec): 3 clusters
  Score: Raw -1660028.880508 + Penalty 4609.979648 = -1655418.900861
  nChanged 329
		SP:Iteration 13Q (7990.010000 sec): 3 clusters
  Score: Raw -1660196.825528 + Penalty 4609.979648 = -1655586.845880
  nChanged 329
		SP:Iteration 14Q (7990.050000 sec): 3 clusters
  Score: Raw -1660371.300107 + Penalty 4609.979648 = -1655761.320459
  nChanged 340
		SP:Iteration 15Q (7990.090000 sec): 3 clusters
  Score: Raw -1660565.127143 + Penalty 4609.979648 = -1655955.147495
  nChanged 345
		SP:Iteration 16Q (7990.120000 sec): 3 clusters
  Score: Raw -1660786.267180 + Penalty 4609.979648 = -1656176.287532
  nChanged 345
		SP:Iteration 17Q (7990.160000 sec): 3 clusters
  Score: Raw -1661011.739431 + Penalty 4609.979648 = -1656401.759783
  nChanged 311
		SP:Iteration 18Q (7990.190000 sec): 3 clusters
  Score: Raw -1661230.490860 + Penalty 4609.979648 = -1656620.511212
  nChanged 294
		SP:Iteration 19Q (7990.230000 sec): 3 clusters
  Score: Raw -1661437.184403 + Penalty 4609.979648 = -1656827.204755
  nChanged 258
		SP:Iteration 20F (7990.260000 sec): 3 clusters
  Score: Raw -1661631.219221 + Penalty 4609.979648 = -1657021.239574
  nChanged 212
		SP:Iteration 21Q (7990.290000 sec): 3 clusters
  Score: Raw -1661778.049978 + Penalty 4609.979648 = -1657168.070330
  nChanged 146
		SP:Iteration 22Q (7990.330000 sec): 3 clusters
  Score: Raw -1661881.444586 + Penalty 4609.979648 = -1657271.464938
  nChanged 98
		SP:Iteration 23Q (7990.350000 sec): 3 clusters
  Score: Raw -1661946.457022 + Penalty 4609.979648 = -1657336.477375
  nChanged 77
		SP:Iteration 24Q (7990.390000 sec): 3 clusters
  Score: Raw -1662000.028310 + Penalty 4609.979648 = -1657390.048662
  nChanged 64
		SP:Iteration 25Q (7990.410000 sec): 3 clusters
  Score: Raw -1662048.126255 + Penalty 4609.979648 = -1657438.146607
  nChanged 48
		SP:Iteration 26Q (7990.440000 sec): 3 clusters
  Score: Raw -1662083.371688 + Penalty 4609.979648 = -1657473.392041
  nChanged 38
		SP:Iteration 27Q (7990.470000 sec): 3 clusters
  Score: Raw -1662113.592336 + Penalty 4609.979648 = -1657503.612689
  nChanged 38
		SP:Iteration 28Q (7990.500000 sec): 3 clusters
  Score: Raw -1662142.958036 + Penalty 4609.979648 = -1657532.978389
  nChanged 34
		SP:Iteration 29Q (7990.530000 sec): 3 clusters
  Score: Raw -1662172.273522 + Penalty 4609.979648 = -1657562.293874
  nChanged 32
		SP:Iteration 30Q (7990.550000 sec): 3 clusters
  Score: Raw -1662194.432449 + Penalty 4609.979648 = -1657584.452801
  nChanged 22
		SP:Iteration 31Q (7990.580000 sec): 3 clusters
  Score: Raw -1662212.362822 + Penalty 4609.979648 = -1657602.383174
  nChanged 18
		SP:Iteration 32Q (7990.610000 sec): 3 clusters
  Score: Raw -1662228.385526 + Penalty 4609.979648 = -1657618.405878
  nChanged 12
		SP:Iteration 33Q (7990.640000 sec): 3 clusters
  Score: Raw -1662236.214801 + Penalty 4609.979648 = -1657626.235153
  nChanged 6
		SP:Iteration 34Q (7990.670000 sec): 3 clusters
  Score: Raw -1662240.118811 + Penalty 4609.979648 = -1657630.139163
  nChanged 7
		SP:Iteration 35Q (7990.690000 sec): 3 clusters
  Score: Raw -1662246.241401 + Penalty 4609.979648 = -1657636.261754
  nChanged 5
		SP:Iteration 36Q (7990.720000 sec): 3 clusters
  Score: Raw -1662249.639084 + Penalty 4609.979648 = -1657639.659436
  nChanged 4
		SP:Iteration 37Q (7990.750000 sec): 3 clusters
  Score: Raw -1662251.551390 + Penalty 4609.979648 = -1657641.571742
  nChanged 2
		SP:Iteration 38Q (7990.770000 sec): 3 clusters
  Score: Raw -1662252.459603 + Penalty 4609.979648 = -1657642.479956
  nChanged 0
		SP:Iteration 39F (7990.810000 sec): 3 clusters
  Score: Raw -1662252.459603 + Penalty 4609.979648 = -1657642.479956
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7990.850000 sec): 2 clusters
  Score: Raw -1984739.000685 + Penalty 2369.497749 = -1982369.502936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7990.900000 sec): 3 clusters
  Score: Raw -1976818.362714 + Penalty 4738.995498 = -1972079.367216
  nChanged 6020
		SP:Iteration 1F (7990.950000 sec): 3 clusters
  Score: Raw -1979949.235580 + Penalty 4738.995498 = -1975210.240082
  nChanged 810
		SP:Iteration 2F (7991.000000 sec): 3 clusters
  Score: Raw -1980310.222713 + Penalty 4738.995498 = -1975571.227215
  nChanged 745
		SP:Iteration 3F (7991.050000 sec): 3 clusters
  Score: Raw -1980653.142993 + Penalty 4738.995498 = -1975914.147495
  nChanged 684
		SP:Iteration 4Q (7991.090000 sec): 3 clusters
  Score: Raw -1980967.958828 + Penalty 4738.995498 = -1976228.963330
  nChanged 628
		SP:Iteration 5Q (7991.140000 sec): 3 clusters
  Score: Raw -1981252.462712 + Penalty 4738.995498 = -1976513.467214
  nChanged 590
		SP:Iteration 6Q (7991.190000 sec): 3 clusters
  Score: Raw -1981547.591878 + Penalty 4738.995498 = -1976808.596380
  nChanged 587
		SP:Iteration 7Q (7991.240000 sec): 3 clusters
  Score: Raw -1981855.075512 + Penalty 4738.995498 = -1977116.080014
  nChanged 584
		SP:Iteration 8Q (7991.290000 sec): 3 clusters
  Score: Raw -1982169.352336 + Penalty 4738.995498 = -1977430.356838
  nChanged 575
		SP:Iteration 9Q (7991.340000 sec): 3 clusters
  Score: Raw -1982487.870707 + Penalty 4738.995498 = -1977748.875209
  nChanged 556
		SP:Iteration 10Q (7991.390000 sec): 3 clusters
  Score: Raw -1982789.190842 + Penalty 4738.995498 = -1978050.195344
  nChanged 475
		SP:Iteration 11Q (7991.430000 sec): 3 clusters
  Score: Raw -1983037.077846 + Penalty 4738.995498 = -1978298.082348
  nChanged 451
		SP:Iteration 12Q (7991.480000 sec): 3 clusters
  Score: Raw -1983284.792854 + Penalty 4738.995498 = -1978545.797356
  nChanged 405
		SP:Iteration 13Q (7991.530000 sec): 3 clusters
  Score: Raw -1983501.606355 + Penalty 4738.995498 = -1978762.610857
  nChanged 400
		SP:Iteration 14Q (7991.570000 sec): 3 clusters
  Score: Raw -1983761.452231 + Penalty 4738.995498 = -1979022.456733
  nChanged 371
		SP:Iteration 15Q (7991.620000 sec): 3 clusters
  Score: Raw -1983995.699535 + Penalty 4738.995498 = -1979256.704037
  nChanged 305
		SP:Iteration 16Q (7991.660000 sec): 3 clusters
  Score: Raw -1984190.500228 + Penalty 4738.995498 = -1979451.504730
  nChanged 252
		SP:Iteration 17Q (7991.710000 sec): 3 clusters
  Score: Raw -1984323.169831 + Penalty 4738.995498 = -1979584.174333
  nChanged 195
		SP:Iteration 18Q (7991.750000 sec): 3 clusters
  Score: Raw -1984441.306467 + Penalty 4738.995498 = -1979702.310969
  nChanged 163
		SP:Iteration 19Q (7991.790000 sec): 3 clusters
  Score: Raw -1984539.150060 + Penalty 4738.995498 = -1979800.154562
  nChanged 156
		SP:Iteration 20F (7991.840000 sec): 3 clusters
  Score: Raw -1984619.958313 + Penalty 4738.995498 = -1979880.962816
  nChanged 125
		SP:Iteration 21Q (7991.880000 sec): 3 clusters
  Score: Raw -1984688.714075 + Penalty 4738.995498 = -1979949.718577
  nChanged 121
		SP:Iteration 22Q (7991.920000 sec): 3 clusters
  Score: Raw -1984747.525684 + Penalty 4738.995498 = -1980008.530186
  nChanged 90
		SP:Iteration 23Q (7991.960000 sec): 3 clusters
  Score: Raw -1984787.109755 + Penalty 4738.995498 = -1980048.114257
  nChanged 73
		SP:Iteration 24Q (7992.000000 sec): 3 clusters
  Score: Raw -1984821.523277 + Penalty 4738.995498 = -1980082.527779
  nChanged 71
		SP:Iteration 25Q (7992.040000 sec): 3 clusters
  Score: Raw -1984851.764854 + Penalty 4738.995498 = -1980112.769356
  nChanged 68
		SP:Iteration 26Q (7992.080000 sec): 3 clusters
  Score: Raw -1984881.935756 + Penalty 4738.995498 = -1980142.940258
  nChanged 56
		SP:Iteration 27Q (7992.120000 sec): 3 clusters
  Score: Raw -1984903.630187 + Penalty 4738.995498 = -1980164.634689
  nChanged 43
		SP:Iteration 28Q (7992.150000 sec): 3 clusters
  Score: Raw -1984919.327375 + Penalty 4738.995498 = -1980180.331877
  nChanged 39
		SP:Iteration 29Q (7992.190000 sec): 3 clusters
  Score: Raw -1984931.833638 + Penalty 4738.995498 = -1980192.838140
  nChanged 28
		SP:Iteration 30Q (7992.230000 sec): 3 clusters
  Score: Raw -1984941.594662 + Penalty 4738.995498 = -1980202.599165
  nChanged 29
		SP:Iteration 31Q (7992.270000 sec): 3 clusters
  Score: Raw -1984950.825290 + Penalty 4738.995498 = -1980211.829792
  nChanged 37
		SP:Iteration 32Q (7992.310000 sec): 3 clusters
  Score: Raw -1984963.376261 + Penalty 4738.995498 = -1980224.380763
  nChanged 35
		SP:Iteration 33Q (7992.350000 sec): 3 clusters
  Score: Raw -1984974.859845 + Penalty 4738.995498 = -1980235.864348
  nChanged 27
		SP:Iteration 34Q (7992.380000 sec): 3 clusters
  Score: Raw -1984983.818785 + Penalty 4738.995498 = -1980244.823287
  nChanged 22
		SP:Iteration 35Q (7992.420000 sec): 3 clusters
  Score: Raw -1984991.320472 + Penalty 4738.995498 = -1980252.324974
  nChanged 27
		SP:Iteration 36Q (7992.460000 sec): 3 clusters
  Score: Raw -1985000.663944 + Penalty 4738.995498 = -1980261.668446
  nChanged 22
		SP:Iteration 37Q (7992.490000 sec): 3 clusters
  Score: Raw -1985009.535445 + Penalty 4738.995498 = -1980270.539947
  nChanged 18
		SP:Iteration 38Q (7992.530000 sec): 3 clusters
  Score: Raw -1985015.741450 + Penalty 4738.995498 = -1980276.745952
  nChanged 19
		SP:Iteration 39Q (7992.570000 sec): 3 clusters
  Score: Raw -1985021.720003 + Penalty 4738.995498 = -1980282.724505
  nChanged 21
		SP:Iteration 40F (7992.620000 sec): 3 clusters
  Score: Raw -1985028.123422 + Penalty 4738.995498 = -1980289.127924
  nChanged 20
		SP:Iteration 41Q (7992.650000 sec): 3 clusters
  Score: Raw -1985035.678308 + Penalty 4738.995498 = -1980296.682810
  nChanged 18
		SP:Iteration 42Q (7992.690000 sec): 3 clusters
  Score: Raw -1985043.112082 + Penalty 4738.995498 = -1980304.116584
  nChanged 20
		SP:Iteration 43Q (7992.730000 sec): 3 clusters
  Score: Raw -1985050.227921 + Penalty 4738.995498 = -1980311.232423
  nChanged 16
		SP:Iteration 44Q (7992.770000 sec): 3 clusters
  Score: Raw -1985054.803759 + Penalty 4738.995498 = -1980315.808261
  nChanged 19
		SP:Iteration 45Q (7992.810000 sec): 3 clusters
  Score: Raw -1985060.987610 + Penalty 4738.995498 = -1980321.992112
  nChanged 17
		SP:Iteration 46Q (7992.840000 sec): 3 clusters
  Score: Raw -1985067.997670 + Penalty 4738.995498 = -1980329.002172
  nChanged 17
		SP:Iteration 47Q (7992.880000 sec): 3 clusters
  Score: Raw -1985075.022171 + Penalty 4738.995498 = -1980336.026674
  nChanged 18
		SP:Iteration 48Q (7992.910000 sec): 3 clusters
  Score: Raw -1985082.861474 + Penalty 4738.995498 = -1980343.865976
  nChanged 24
		SP:Iteration 49Q (7992.950000 sec): 3 clusters
  Score: Raw -1985091.441146 + Penalty 4738.995498 = -1980352.445648
  nChanged 22
		SP:Iteration 50Q (7992.990000 sec): 3 clusters
  Score: Raw -1985103.346866 + Penalty 4738.995498 = -1980364.351369
  nChanged 26
		SP:Iteration 51Q (7993.030000 sec): 3 clusters
  Score: Raw -1985117.284715 + Penalty 4738.995498 = -1980378.289217
  nChanged 26
		SP:Iteration 52Q (7993.070000 sec): 3 clusters
  Score: Raw -1985126.959333 + Penalty 4738.995498 = -1980387.963835
  nChanged 19
		SP:Iteration 53Q (7993.100000 sec): 3 clusters
  Score: Raw -1985135.658617 + Penalty 4738.995498 = -1980396.663120
  nChanged 16
		SP:Iteration 54Q (7993.140000 sec): 3 clusters
  Score: Raw -1985140.698954 + Penalty 4738.995498 = -1980401.703456
  nChanged 9
		SP:Iteration 55Q (7993.170000 sec): 3 clusters
  Score: Raw -1985145.810298 + Penalty 4738.995498 = -1980406.814800
  nChanged 14
		SP:Iteration 56Q (7993.210000 sec): 3 clusters
  Score: Raw -1985152.959075 + Penalty 4738.995498 = -1980413.963578
  nChanged 10
		SP:Iteration 57Q (7993.250000 sec): 3 clusters
  Score: Raw -1985156.558716 + Penalty 4738.995498 = -1980417.563218
  nChanged 8
		SP:Iteration 58Q (7993.290000 sec): 3 clusters
  Score: Raw -1985160.710870 + Penalty 4738.995498 = -1980421.715372
  nChanged 7
		SP:Iteration 59Q (7993.320000 sec): 3 clusters
  Score: Raw -1985164.425069 + Penalty 4738.995498 = -1980425.429571
  nChanged 3
		SP:Iteration 60F (7993.370000 sec): 3 clusters
  Score: Raw -1985165.609073 + Penalty 4738.995498 = -1980426.613575
  nChanged 2
		SP:Iteration 61Q (7993.410000 sec): 3 clusters
  Score: Raw -1985166.771161 + Penalty 4738.995498 = -1980427.775663
  nChanged 6
		SP:Iteration 62Q (7993.440000 sec): 3 clusters
  Score: Raw -1985169.068021 + Penalty 4738.995498 = -1980430.072523
  nChanged 4
		SP:Iteration 63Q (7993.480000 sec): 3 clusters
  Score: Raw -1985169.969602 + Penalty 4738.995498 = -1980430.974104
  nChanged 1
		SP:Iteration 64Q (7993.520000 sec): 3 clusters
  Score: Raw -1985170.150578 + Penalty 4738.995498 = -1980431.155080
  nChanged 0
		SP:Iteration 65F (7993.560000 sec): 3 clusters
  Score: Raw -1985170.150578 + Penalty 4738.995498 = -1980431.155080
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7993.570000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7993.570000 sec): 3 clusters
  Score: Raw -73222.322890 + Penalty 3074.445443 = -70147.877447
  nChanged 72
		SP:Iteration 1F (7993.580000 sec): 3 clusters
  Score: Raw -73365.413741 + Penalty 3074.445443 = -70290.968298
  nChanged 17
		SP:Iteration 2Q (7993.580000 sec): 3 clusters
  Score: Raw -73404.452581 + Penalty 3074.445443 = -70330.007138
  nChanged 6
		SP:Iteration 3Q (7993.580000 sec): 3 clusters
  Score: Raw -73416.282198 + Penalty 3074.445443 = -70341.836755
  nChanged 2
		SP:Iteration 4Q (7993.580000 sec): 3 clusters
  Score: Raw -73420.205228 + Penalty 3074.445443 = -70345.759785
  nChanged 1
		SP:Iteration 5Q (7993.580000 sec): 3 clusters
  Score: Raw -73422.969099 + Penalty 3074.445443 = -70348.523656
  nChanged 1
		SP:Iteration 6Q (7993.590000 sec): 3 clusters
  Score: Raw -73423.910940 + Penalty 3074.445443 = -70349.465496
  nChanged 0
		SP:Iteration 7F (7993.590000 sec): 3 clusters
  Score: Raw -73423.910940 + Penalty 3074.445443 = -70349.465496
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7993.590000 sec): 2 clusters
  Score: Raw -309960.698442 + Penalty 1905.712369 = -308054.986074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7993.600000 sec): 3 clusters
  Score: Raw -309089.080655 + Penalty 3811.424738 = -305277.655917
  nChanged 714
		SP:Iteration 1F (7993.610000 sec): 3 clusters
  Score: Raw -309564.465783 + Penalty 3811.424738 = -305753.041045
  nChanged 164
		SP:Iteration 2F (7993.620000 sec): 3 clusters
  Score: Raw -309703.264451 + Penalty 3811.424738 = -305891.839713
  nChanged 94
		SP:Iteration 3Q (7993.630000 sec): 3 clusters
  Score: Raw -309779.591675 + Penalty 3811.424738 = -305968.166937
  nChanged 62
		SP:Iteration 4Q (7993.630000 sec): 3 clusters
  Score: Raw -309824.301444 + Penalty 3811.424738 = -306012.876707
  nChanged 45
		SP:Iteration 5Q (7993.640000 sec): 3 clusters
  Score: Raw -309850.693693 + Penalty 3811.424738 = -306039.268956
  nChanged 25
		SP:Iteration 6Q (7993.650000 sec): 3 clusters
  Score: Raw -309869.662746 + Penalty 3811.424738 = -306058.238008
  nChanged 21
		SP:Iteration 7Q (7993.650000 sec): 3 clusters
  Score: Raw -309885.867543 + Penalty 3811.424738 = -306074.442805
  nChanged 17
		SP:Iteration 8Q (7993.660000 sec): 3 clusters
  Score: Raw -309897.897758 + Penalty 3811.424738 = -306086.473020
  nChanged 17
		SP:Iteration 9Q (7993.670000 sec): 3 clusters
  Score: Raw -309908.903093 + Penalty 3811.424738 = -306097.478355
  nChanged 17
		SP:Iteration 10Q (7993.670000 sec): 3 clusters
  Score: Raw -309920.188103 + Penalty 3811.424738 = -306108.763366
  nChanged 15
		SP:Iteration 11Q (7993.680000 sec): 3 clusters
  Score: Raw -309929.252242 + Penalty 3811.424738 = -306117.827505
  nChanged 10
		SP:Iteration 12Q (7993.690000 sec): 3 clusters
  Score: Raw -309934.180842 + Penalty 3811.424738 = -306122.756105
  nChanged 11
		SP:Iteration 13Q (7993.700000 sec): 3 clusters
  Score: Raw -309940.480869 + Penalty 3811.424738 = -306129.056131
  nChanged 6
		SP:Iteration 14Q (7993.710000 sec): 3 clusters
  Score: Raw -309944.520896 + Penalty 3811.424738 = -306133.096158
  nChanged 4
		SP:Iteration 15Q (7993.710000 sec): 3 clusters
  Score: Raw -309946.791394 + Penalty 3811.424738 = -306135.366656
  nChanged 3
		SP:Iteration 16Q (7993.720000 sec): 3 clusters
  Score: Raw -309948.262731 + Penalty 3811.424738 = -306136.837994
  nChanged 3
		SP:Iteration 17Q (7993.730000 sec): 3 clusters
  Score: Raw -309949.987537 + Penalty 3811.424738 = -306138.562800
  nChanged 3
		SP:Iteration 18Q (7993.730000 sec): 3 clusters
  Score: Raw -309952.484343 + Penalty 3811.424738 = -306141.059606
  nChanged 3
		SP:Iteration 19Q (7993.740000 sec): 3 clusters
  Score: Raw -309955.925222 + Penalty 3811.424738 = -306144.500485
  nChanged 5
		SP:Iteration 20F (7993.750000 sec): 3 clusters
  Score: Raw -309959.078814 + Penalty 3811.424738 = -306147.654076
  nChanged 6
		SP:Iteration 21Q (7993.760000 sec): 3 clusters
  Score: Raw -309961.999839 + Penalty 3811.424738 = -306150.575101
  nChanged 4
		SP:Iteration 22Q (7993.760000 sec): 3 clusters
  Score: Raw -309964.973355 + Penalty 3811.424738 = -306153.548617
  nChanged 4
		SP:Iteration 23Q (7993.770000 sec): 3 clusters
  Score: Raw -309966.367989 + Penalty 3811.424738 = -306154.943251
  nChanged 2
		SP:Iteration 24Q (7993.780000 sec): 3 clusters
  Score: Raw -309967.593634 + Penalty 3811.424738 = -306156.168896
  nChanged 0
		SP:Iteration 25F (7993.790000 sec): 3 clusters
  Score: Raw -309967.593634 + Penalty 3811.424738 = -306156.168896
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7993.890000 sec): 2 clusters
  Score: Raw -4594982.282276 + Penalty 2568.412983 = -4592413.869294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7994.000000 sec): 3 clusters
  Score: Raw -4575970.624280 + Penalty 5136.825965 = -4570833.798314
  nChanged 14370
		SP:Iteration 1F (7994.110000 sec): 3 clusters
  Score: Raw -4583830.593971 + Penalty 5136.825965 = -4578693.768006
  nChanged 1468
		SP:Iteration 2Q (7994.220000 sec): 3 clusters
  Score: Raw -4584385.938462 + Penalty 5136.825965 = -4579249.112497
  nChanged 1514
		SP:Iteration 3Q (7994.330000 sec): 3 clusters
  Score: Raw -4585120.697455 + Penalty 5136.825965 = -4579983.871489
  nChanged 1769
		SP:Iteration 4F (7994.430000 sec): 3 clusters
  Score: Raw -4586121.483572 + Penalty 5136.825965 = -4580984.657607
  nChanged 2105
		SP:Iteration 5F (7994.550000 sec): 3 clusters
  Score: Raw -4587476.856546 + Penalty 5136.825965 = -4582340.030580
  nChanged 2322
		SP:Iteration 6F (7994.650000 sec): 3 clusters
  Score: Raw -4589109.398099 + Penalty 5136.825965 = -4583972.572133
  nChanged 2285
		SP:Iteration 7F (7994.770000 sec): 3 clusters
  Score: Raw -4590849.859486 + Penalty 5136.825965 = -4585713.033520
  nChanged 1963
		SP:Iteration 8F (7994.880000 sec): 3 clusters
  Score: Raw -4592417.465453 + Penalty 5136.825965 = -4587280.639487
  nChanged 1386
		SP:Iteration 9Q (7994.990000 sec): 3 clusters
  Score: Raw -4593647.818735 + Penalty 5136.825965 = -4588510.992770
  nChanged 883
		SP:Iteration 10Q (7995.100000 sec): 3 clusters
  Score: Raw -4594855.991029 + Penalty 5136.825965 = -4589719.165063
  nChanged 483
		SP:Iteration 11Q (7995.210000 sec): 3 clusters
  Score: Raw -4595697.509354 + Penalty 5136.825965 = -4590560.683389
  nChanged 265
		SP:Iteration 12Q (7995.300000 sec): 3 clusters
  Score: Raw -4595812.468932 + Penalty 5136.825965 = -4590675.642966
  nChanged 161
		SP:Iteration 13Q (7995.380000 sec): 3 clusters
  Score: Raw -4595868.024595 + Penalty 5136.825965 = -4590731.198630
  nChanged 112
		SP:Iteration 14Q (7995.470000 sec): 3 clusters
  Score: Raw -4595898.779898 + Penalty 5136.825965 = -4590761.953933
  nChanged 83
		SP:Iteration 15Q (7995.550000 sec): 3 clusters
  Score: Raw -4595919.168815 + Penalty 5136.825965 = -4590782.342849
  nChanged 66
		SP:Iteration 16Q (7995.640000 sec): 3 clusters
  Score: Raw -4595932.446027 + Penalty 5136.825965 = -4590795.620061
  nChanged 40
		SP:Iteration 17Q (7995.720000 sec): 3 clusters
  Score: Raw -4595938.401632 + Penalty 5136.825965 = -4590801.575666
  nChanged 31
		SP:Iteration 18Q (7995.810000 sec): 3 clusters
  Score: Raw -4595944.048927 + Penalty 5136.825965 = -4590807.222962
  nChanged 26
		SP:Iteration 19Q (7995.890000 sec): 3 clusters
  Score: Raw -4595948.668365 + Penalty 5136.825965 = -4590811.842399
  nChanged 30
		SP:Iteration 20F (7996.000000 sec): 3 clusters
  Score: Raw -4595954.051673 + Penalty 5136.825965 = -4590817.225707
  nChanged 24
		SP:Iteration 21Q (7996.090000 sec): 3 clusters
  Score: Raw -4595957.968564 + Penalty 5136.825965 = -4590821.142599
  nChanged 16
		SP:Iteration 22Q (7996.170000 sec): 3 clusters
  Score: Raw -4595960.589011 + Penalty 5136.825965 = -4590823.763046
  nChanged 18
		SP:Iteration 23Q (7996.250000 sec): 3 clusters
  Score: Raw -4595964.803887 + Penalty 5136.825965 = -4590827.977921
  nChanged 24
		SP:Iteration 24Q (7996.340000 sec): 3 clusters
  Score: Raw -4595969.999212 + Penalty 5136.825965 = -4590833.173247
  nChanged 20
		SP:Iteration 25Q (7996.430000 sec): 3 clusters
  Score: Raw -4595972.780972 + Penalty 5136.825965 = -4590835.955006
  nChanged 14
		SP:Iteration 26Q (7996.510000 sec): 3 clusters
  Score: Raw -4595974.932097 + Penalty 5136.825965 = -4590838.106132
  nChanged 13
		SP:Iteration 27Q (7996.600000 sec): 3 clusters
  Score: Raw -4595977.036234 + Penalty 5136.825965 = -4590840.210268
  nChanged 15
		SP:Iteration 28Q (7996.680000 sec): 3 clusters
  Score: Raw -4595980.149098 + Penalty 5136.825965 = -4590843.323133
  nChanged 13
		SP:Iteration 29Q (7996.770000 sec): 3 clusters
  Score: Raw -4595982.579849 + Penalty 5136.825965 = -4590845.753884
  nChanged 11
		SP:Iteration 30Q (7996.850000 sec): 3 clusters
  Score: Raw -4595984.509436 + Penalty 5136.825965 = -4590847.683471
  nChanged 9
		SP:Iteration 31Q (7996.940000 sec): 3 clusters
  Score: Raw -4595985.393909 + Penalty 5136.825965 = -4590848.567943
  nChanged 6
		SP:Iteration 32Q (7997.020000 sec): 3 clusters
  Score: Raw -4595986.153621 + Penalty 5136.825965 = -4590849.327656
  nChanged 5
		SP:Iteration 33Q (7997.110000 sec): 3 clusters
  Score: Raw -4595986.655582 + Penalty 5136.825965 = -4590849.829617
  nChanged 4
		SP:Iteration 34Q (7997.190000 sec): 3 clusters
  Score: Raw -4595987.234910 + Penalty 5136.825965 = -4590850.408944
  nChanged 5
		SP:Iteration 35Q (7997.270000 sec): 3 clusters
  Score: Raw -4595987.938218 + Penalty 5136.825965 = -4590851.112252
  nChanged 5
		SP:Iteration 36Q (7997.350000 sec): 3 clusters
  Score: Raw -4595988.608660 + Penalty 5136.825965 = -4590851.782695
  nChanged 3
		SP:Iteration 37Q (7997.440000 sec): 3 clusters
  Score: Raw -4595989.018908 + Penalty 5136.825965 = -4590852.192942
  nChanged 3
		SP:Iteration 38Q (7997.520000 sec): 3 clusters
  Score: Raw -4595989.233455 + Penalty 5136.825965 = -4590852.407489
  nChanged 0
		SP:Iteration 39F (7997.630000 sec): 3 clusters
  Score: Raw -4595989.233455 + Penalty 5136.825965 = -4590852.407489
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98610 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7997.950000 sec): 2 clusters
  Score: Raw -14339891.367177 + Penalty 2851.734133 = -14337039.633044
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7998.320000 sec): 3 clusters
  Score: Raw -14276706.570424 + Penalty 5703.468266 = -14271003.102158
  nChanged 46574
		SP:Iteration 1F (7998.670000 sec): 3 clusters
  Score: Raw -14303002.363773 + Penalty 5703.468266 = -14297298.895507
  nChanged 3143
		SP:Iteration 2Q (7999.040000 sec): 3 clusters
  Score: Raw -14303731.150172 + Penalty 5703.468266 = -14298027.681906
  nChanged 3181
		SP:Iteration 3Q (7999.400000 sec): 3 clusters
  Score: Raw -14304530.984830 + Penalty 5703.468266 = -14298827.516564
  nChanged 3265
		SP:Iteration 4Q (7999.770000 sec): 3 clusters
  Score: Raw -14305462.868553 + Penalty 5703.468266 = -14299759.400287
  nChanged 3604
		SP:Iteration 5Q (8000.130000 sec): 3 clusters
  Score: Raw -14306630.842867 + Penalty 5703.468266 = -14300927.374601
  nChanged 3931
		SP:Iteration 6Q (8000.510000 sec): 3 clusters
  Score: Raw -14308164.056104 + Penalty 5703.468266 = -14302460.587838
  nChanged 4420
		SP:Iteration 7Q (8000.870000 sec): 3 clusters
  Score: Raw -14310157.710111 + Penalty 5703.468266 = -14304454.241845
  nChanged 4828
		SP:Iteration 8Q (8001.240000 sec): 3 clusters
  Score: Raw -14312761.113904 + Penalty 5703.468266 = -14307057.645638
  nChanged 5463
		SP:Iteration 9F (8001.600000 sec): 3 clusters
  Score: Raw -14316030.400703 + Penalty 5703.468266 = -14310326.932437
  nChanged 5522
		SP:Iteration 10F (8001.950000 sec): 3 clusters
  Score: Raw -14319571.301421 + Penalty 5703.468266 = -14313867.833155
  nChanged 5190
		SP:Iteration 11F (8002.310000 sec): 3 clusters
  Score: Raw -14322767.196378 + Penalty 5703.468266 = -14317063.728113
  nChanged 4344
		SP:Iteration 12Q (8002.660000 sec): 3 clusters
  Score: Raw -14324986.144215 + Penalty 5703.468266 = -14319282.675949
  nChanged 3265
		SP:Iteration 13Q (8003.010000 sec): 3 clusters
  Score: Raw -14326353.223712 + Penalty 5703.468266 = -14320649.755446
  nChanged 2544
		SP:Iteration 14Q (8003.350000 sec): 3 clusters
  Score: Raw -14327308.707449 + Penalty 5703.468266 = -14321605.239183
  nChanged 2091
		SP:Iteration 15Q (8003.680000 sec): 3 clusters
  Score: Raw -14328053.597695 + Penalty 5703.468266 = -14322350.129429
  nChanged 1925
		SP:Iteration 16Q (8004.010000 sec): 3 clusters
  Score: Raw -14328767.076561 + Penalty 5703.468266 = -14323063.608295
  nChanged 1898
		SP:Iteration 17Q (8004.340000 sec): 3 clusters
  Score: Raw -14329499.870727 + Penalty 5703.468266 = -14323796.402461
  nChanged 1965
		SP:Iteration 18Q (8004.660000 sec): 3 clusters
  Score: Raw -14330299.504340 + Penalty 5703.468266 = -14324596.036074
  nChanged 1952
		SP:Iteration 19Q (8004.980000 sec): 3 clusters
  Score: Raw -14331134.262552 + Penalty 5703.468266 = -14325430.794286
  nChanged 1931
		SP:Iteration 20F (8005.330000 sec): 3 clusters
  Score: Raw -14331979.512490 + Penalty 5703.468266 = -14326276.044224
  nChanged 1880
		SP:Iteration 21Q (8005.640000 sec): 3 clusters
  Score: Raw -14332858.939975 + Penalty 5703.468266 = -14327155.471709
  nChanged 1851
		SP:Iteration 22Q (8005.940000 sec): 3 clusters
  Score: Raw -14333794.751189 + Penalty 5703.468266 = -14328091.282923
  nChanged 1786
		SP:Iteration 23Q (8006.240000 sec): 3 clusters
  Score: Raw -14334744.431884 + Penalty 5703.468266 = -14329040.963618
  nChanged 1614
		SP:Iteration 24Q (8006.530000 sec): 3 clusters
  Score: Raw -14335646.898859 + Penalty 5703.468266 = -14329943.430594
  nChanged 1549
		SP:Iteration 25Q (8006.820000 sec): 3 clusters
  Score: Raw -14336577.848903 + Penalty 5703.468266 = -14330874.380637
  nChanged 1364
		SP:Iteration 26Q (8007.100000 sec): 3 clusters
  Score: Raw -14337419.070609 + Penalty 5703.468266 = -14331715.602343
  nChanged 1137
		SP:Iteration 27Q (8007.370000 sec): 3 clusters
  Score: Raw -14338111.948492 + Penalty 5703.468266 = -14332408.480226
  nChanged 905
		SP:Iteration 28Q (8007.640000 sec): 3 clusters
  Score: Raw -14338654.940966 + Penalty 5703.468266 = -14332951.472700
  nChanged 704
		SP:Iteration 29Q (8007.910000 sec): 3 clusters
  Score: Raw -14339093.231137 + Penalty 5703.468266 = -14333389.762871
  nChanged 532
		SP:Iteration 30Q (8008.170000 sec): 3 clusters
  Score: Raw -14339425.867531 + Penalty 5703.468266 = -14333722.399265
  nChanged 384
		SP:Iteration 31Q (8008.430000 sec): 3 clusters
  Score: Raw -14339653.741439 + Penalty 5703.468266 = -14333950.273173
  nChanged 254
		SP:Iteration 32Q (8008.680000 sec): 3 clusters
  Score: Raw -14339812.628634 + Penalty 5703.468266 = -14334109.160368
  nChanged 182
		SP:Iteration 33Q (8008.940000 sec): 3 clusters
  Score: Raw -14339929.322155 + Penalty 5703.468266 = -14334225.853889
  nChanged 125
		SP:Iteration 34Q (8009.190000 sec): 3 clusters
  Score: Raw -14340007.526537 + Penalty 5703.468266 = -14334304.058271
  nChanged 81
		SP:Iteration 35Q (8009.440000 sec): 3 clusters
  Score: Raw -14340052.500879 + Penalty 5703.468266 = -14334349.032613
  nChanged 56
		SP:Iteration 36Q (8009.690000 sec): 3 clusters
  Score: Raw -14340086.474209 + Penalty 5703.468266 = -14334383.005944
  nChanged 43
		SP:Iteration 37Q (8009.940000 sec): 3 clusters
  Score: Raw -14340120.226745 + Penalty 5703.468266 = -14334416.758479
  nChanged 46
		SP:Iteration 38Q (8010.190000 sec): 3 clusters
  Score: Raw -14340151.608592 + Penalty 5703.468266 = -14334448.140326
  nChanged 34
		SP:Iteration 39Q (8010.440000 sec): 3 clusters
  Score: Raw -14340173.739401 + Penalty 5703.468266 = -14334470.271135
  nChanged 18
		SP:Iteration 40F (8010.790000 sec): 3 clusters
  Score: Raw -14340183.680377 + Penalty 5703.468266 = -14334480.212111
  nChanged 10
		SP:Iteration 41Q (8011.040000 sec): 3 clusters
  Score: Raw -14340189.245750 + Penalty 5703.468266 = -14334485.777484
  nChanged 9
		SP:Iteration 42Q (8011.280000 sec): 3 clusters
  Score: Raw -14340194.678734 + Penalty 5703.468266 = -14334491.210468
  nChanged 6
		SP:Iteration 43Q (8011.530000 sec): 3 clusters
  Score: Raw -14340199.677363 + Penalty 5703.468266 = -14334496.209097
  nChanged 10
		SP:Iteration 44Q (8011.780000 sec): 3 clusters
  Score: Raw -14340206.876377 + Penalty 5703.468266 = -14334503.408112
  nChanged 10
		SP:Iteration 45Q (8012.040000 sec): 3 clusters
  Score: Raw -14340213.041321 + Penalty 5703.468266 = -14334509.573055
  nChanged 8
		SP:Iteration 46Q (8012.280000 sec): 3 clusters
  Score: Raw -14340218.225179 + Penalty 5703.468266 = -14334514.756914
  nChanged 5
		SP:Iteration 47Q (8012.530000 sec): 3 clusters
  Score: Raw -14340220.893891 + Penalty 5703.468266 = -14334517.425625
  nChanged 3
		SP:Iteration 48Q (8012.780000 sec): 3 clusters
  Score: Raw -14340222.689630 + Penalty 5703.468266 = -14334519.221364
  nChanged 3
		SP:Iteration 49Q (8013.030000 sec): 3 clusters
  Score: Raw -14340224.908377 + Penalty 5703.468266 = -14334521.440111
  nChanged 3
		SP:Iteration 50Q (8013.280000 sec): 3 clusters
  Score: Raw -14340227.570762 + Penalty 5703.468266 = -14334524.102496
  nChanged 2
		SP:Iteration 51Q (8013.530000 sec): 3 clusters
  Score: Raw -14340228.471555 + Penalty 5703.468266 = -14334525.003289
  nChanged 0
		SP:Iteration 52F (8013.880000 sec): 3 clusters
  Score: Raw -14340228.471555 + Penalty 5703.468266 = -14334525.003289
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8014.020000 sec): 2 clusters
  Score: Raw -5638375.688677 + Penalty 2604.440064 = -5635771.248613
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8014.140000 sec): 3 clusters
  Score: Raw -5616364.539931 + Penalty 5208.880128 = -5611155.659803
  nChanged 16468
		SP:Iteration 1F (8014.270000 sec): 3 clusters
  Score: Raw -5625527.414244 + Penalty 5208.880128 = -5620318.534116
  nChanged 1682
		SP:Iteration 2Q (8014.400000 sec): 3 clusters
  Score: Raw -5626117.834340 + Penalty 5208.880128 = -5620908.954212
  nChanged 1692
		SP:Iteration 3Q (8014.530000 sec): 3 clusters
  Score: Raw -5626795.490206 + Penalty 5208.880128 = -5621586.610078
  nChanged 1841
		SP:Iteration 4F (8014.660000 sec): 3 clusters
  Score: Raw -5627711.088987 + Penalty 5208.880128 = -5622502.208859
  nChanged 2131
		SP:Iteration 5F (8014.800000 sec): 3 clusters
  Score: Raw -5629022.063287 + Penalty 5208.880128 = -5623813.183159
  nChanged 2328
		SP:Iteration 6F (8014.930000 sec): 3 clusters
  Score: Raw -5630698.805806 + Penalty 5208.880128 = -5625489.925678
  nChanged 2407
		SP:Iteration 7F (8015.060000 sec): 3 clusters
  Score: Raw -5632651.138461 + Penalty 5208.880128 = -5627442.258333
  nChanged 2194
		SP:Iteration 8F (8015.180000 sec): 3 clusters
  Score: Raw -5634513.869651 + Penalty 5208.880128 = -5629304.989523
  nChanged 1813
		SP:Iteration 9Q (8015.310000 sec): 3 clusters
  Score: Raw -5636086.810439 + Penalty 5208.880128 = -5630877.930311
  nChanged 1278
		SP:Iteration 10Q (8015.430000 sec): 3 clusters
  Score: Raw -5637160.396735 + Penalty 5208.880128 = -5631951.516607
  nChanged 823
		SP:Iteration 11Q (8015.540000 sec): 3 clusters
  Score: Raw -5637846.690665 + Penalty 5208.880128 = -5632637.810536
  nChanged 489
		SP:Iteration 12Q (8015.640000 sec): 3 clusters
  Score: Raw -5638240.763563 + Penalty 5208.880128 = -5633031.883435
  nChanged 250
		SP:Iteration 13Q (8015.740000 sec): 3 clusters
  Score: Raw -5638446.457326 + Penalty 5208.880128 = -5633237.577198
  nChanged 144
		SP:Iteration 14Q (8015.840000 sec): 3 clusters
  Score: Raw -5638562.454772 + Penalty 5208.880128 = -5633353.574644
  nChanged 86
		SP:Iteration 15Q (8015.940000 sec): 3 clusters
  Score: Raw -5638631.159581 + Penalty 5208.880128 = -5633422.279452
  nChanged 48
		SP:Iteration 16Q (8016.040000 sec): 3 clusters
  Score: Raw -5638670.863177 + Penalty 5208.880128 = -5633461.983049
  nChanged 38
		SP:Iteration 17Q (8016.130000 sec): 3 clusters
  Score: Raw -5638697.956264 + Penalty 5208.880128 = -5633489.076136
  nChanged 19
		SP:Iteration 18Q (8016.220000 sec): 3 clusters
  Score: Raw -5638711.959669 + Penalty 5208.880128 = -5633503.079541
  nChanged 11
		SP:Iteration 19Q (8016.320000 sec): 3 clusters
  Score: Raw -5638718.916827 + Penalty 5208.880128 = -5633510.036699
  nChanged 5
		SP:Iteration 20F (8016.440000 sec): 3 clusters
  Score: Raw -5638722.171624 + Penalty 5208.880128 = -5633513.291495
  nChanged 3
		SP:Iteration 21Q (8016.530000 sec): 3 clusters
  Score: Raw -5638724.170496 + Penalty 5208.880128 = -5633515.290367
  nChanged 3
		SP:Iteration 22Q (8016.620000 sec): 3 clusters
  Score: Raw -5638725.780672 + Penalty 5208.880128 = -5633516.900544
  nChanged 0
		SP:Iteration 23F (8016.750000 sec): 3 clusters
  Score: Raw -5638725.780672 + Penalty 5208.880128 = -5633516.900544
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98667 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8017.070000 sec): 2 clusters
  Score: Raw -14575222.912612 + Penalty 2851.877444 = -14572371.035168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8017.420000 sec): 3 clusters
  Score: Raw -14511955.997204 + Penalty 5703.754888 = -14506252.242316
  nChanged 46683
		SP:Iteration 1F (8017.790000 sec): 3 clusters
  Score: Raw -14538677.845076 + Penalty 5703.754888 = -14532974.090188
  nChanged 2857
		SP:Iteration 2Q (8018.150000 sec): 3 clusters
  Score: Raw -14539244.154113 + Penalty 5703.754888 = -14533540.399225
  nChanged 2748
		SP:Iteration 3Q (8018.520000 sec): 3 clusters
  Score: Raw -14539797.829021 + Penalty 5703.754888 = -14534094.074133
  nChanged 2754
		SP:Iteration 4Q (8018.900000 sec): 3 clusters
  Score: Raw -14540381.031682 + Penalty 5703.754888 = -14534677.276794
  nChanged 2774
		SP:Iteration 5Q (8019.260000 sec): 3 clusters
  Score: Raw -14541023.962998 + Penalty 5703.754888 = -14535320.208110
  nChanged 2917
		SP:Iteration 6Q (8019.640000 sec): 3 clusters
  Score: Raw -14541769.277598 + Penalty 5703.754888 = -14536065.522710
  nChanged 3049
		SP:Iteration 7Q (8020.000000 sec): 3 clusters
  Score: Raw -14542633.070520 + Penalty 5703.754888 = -14536929.315632
  nChanged 3283
		SP:Iteration 8Q (8020.370000 sec): 3 clusters
  Score: Raw -14543701.775063 + Penalty 5703.754888 = -14537998.020175
  nChanged 3580
		SP:Iteration 9Q (8020.740000 sec): 3 clusters
  Score: Raw -14544941.711139 + Penalty 5703.754888 = -14539237.956251
  nChanged 3804
		SP:Iteration 10Q (8021.100000 sec): 3 clusters
  Score: Raw -14546419.325388 + Penalty 5703.754888 = -14540715.570500
  nChanged 4056
		SP:Iteration 11Q (8021.460000 sec): 3 clusters
  Score: Raw -14548076.265191 + Penalty 5703.754888 = -14542372.510303
  nChanged 4069
		SP:Iteration 12Q (8021.820000 sec): 3 clusters
  Score: Raw -14549827.724098 + Penalty 5703.754888 = -14544123.969209
  nChanged 4029
		SP:Iteration 13Q (8022.190000 sec): 3 clusters
  Score: Raw -14551618.291005 + Penalty 5703.754888 = -14545914.536117
  nChanged 3999
		SP:Iteration 14Q (8022.560000 sec): 3 clusters
  Score: Raw -14553487.929987 + Penalty 5703.754888 = -14547784.175099
  nChanged 4205
		SP:Iteration 15Q (8022.920000 sec): 3 clusters
  Score: Raw -14555658.251237 + Penalty 5703.754888 = -14549954.496349
  nChanged 4749
		SP:Iteration 16Q (8023.280000 sec): 3 clusters
  Score: Raw -14558336.618708 + Penalty 5703.754888 = -14552632.863820
  nChanged 5199
		SP:Iteration 17F (8023.640000 sec): 3 clusters
  Score: Raw -14561484.700020 + Penalty 5703.754888 = -14555780.945132
  nChanged 5283
		SP:Iteration 18F (8023.990000 sec): 3 clusters
  Score: Raw -14564845.608395 + Penalty 5703.754888 = -14559141.853506
  nChanged 4832
		SP:Iteration 19Q (8024.330000 sec): 3 clusters
  Score: Raw -14568028.220887 + Penalty 5703.754888 = -14562324.465999
  nChanged 4052
		SP:Iteration 20F (8024.690000 sec): 3 clusters
  Score: Raw -14570722.921720 + Penalty 5703.754888 = -14565019.166832
  nChanged 2890
		SP:Iteration 21Q (8025.000000 sec): 3 clusters
  Score: Raw -14572645.288410 + Penalty 5703.754888 = -14566941.533522
  nChanged 1914
		SP:Iteration 22Q (8025.300000 sec): 3 clusters
  Score: Raw -14573873.258087 + Penalty 5703.754888 = -14568169.503199
  nChanged 1172
		SP:Iteration 23Q (8025.590000 sec): 3 clusters
  Score: Raw -14574604.918488 + Penalty 5703.754888 = -14568901.163600
  nChanged 702
		SP:Iteration 24Q (8025.860000 sec): 3 clusters
  Score: Raw -14575034.517180 + Penalty 5703.754888 = -14569330.762292
  nChanged 404
		SP:Iteration 25Q (8026.130000 sec): 3 clusters
  Score: Raw -14575256.445792 + Penalty 5703.754888 = -14569552.690903
  nChanged 253
		SP:Iteration 26Q (8026.390000 sec): 3 clusters
  Score: Raw -14575399.012599 + Penalty 5703.754888 = -14569695.257711
  nChanged 157
		SP:Iteration 27Q (8026.650000 sec): 3 clusters
  Score: Raw -14575485.281316 + Penalty 5703.754888 = -14569781.526428
  nChanged 112
		SP:Iteration 28Q (8026.910000 sec): 3 clusters
  Score: Raw -14575545.825445 + Penalty 5703.754888 = -14569842.070557
  nChanged 85
		SP:Iteration 29Q (8027.170000 sec): 3 clusters
  Score: Raw -14575595.149068 + Penalty 5703.754888 = -14569891.394180
  nChanged 72
		SP:Iteration 30Q (8027.430000 sec): 3 clusters
  Score: Raw -14575642.449538 + Penalty 5703.754888 = -14569938.694650
  nChanged 75
		SP:Iteration 31Q (8027.690000 sec): 3 clusters
  Score: Raw -14575682.865765 + Penalty 5703.754888 = -14569979.110876
  nChanged 54
		SP:Iteration 32Q (8027.960000 sec): 3 clusters
  Score: Raw -14575712.397914 + Penalty 5703.754888 = -14570008.643026
  nChanged 39
		SP:Iteration 33Q (8028.220000 sec): 3 clusters
  Score: Raw -14575732.641001 + Penalty 5703.754888 = -14570028.886113
  nChanged 28
		SP:Iteration 34Q (8028.490000 sec): 3 clusters
  Score: Raw -14575746.462935 + Penalty 5703.754888 = -14570042.708046
  nChanged 20
		SP:Iteration 35Q (8028.760000 sec): 3 clusters
  Score: Raw -14575757.339909 + Penalty 5703.754888 = -14570053.585021
  nChanged 15
		SP:Iteration 36Q (8029.020000 sec): 3 clusters
  Score: Raw -14575765.188027 + Penalty 5703.754888 = -14570061.433139
  nChanged 21
		SP:Iteration 37Q (8029.270000 sec): 3 clusters
  Score: Raw -14575775.825982 + Penalty 5703.754888 = -14570072.071093
  nChanged 16
		SP:Iteration 38Q (8029.530000 sec): 3 clusters
  Score: Raw -14575784.224123 + Penalty 5703.754888 = -14570080.469235
  nChanged 13
		SP:Iteration 39Q (8029.790000 sec): 3 clusters
  Score: Raw -14575790.494299 + Penalty 5703.754888 = -14570086.739411
  nChanged 11
		SP:Iteration 40F (8030.140000 sec): 3 clusters
  Score: Raw -14575795.987780 + Penalty 5703.754888 = -14570092.232892
  nChanged 8
		SP:Iteration 41Q (8030.400000 sec): 3 clusters
  Score: Raw -14575799.136485 + Penalty 5703.754888 = -14570095.381596
  nChanged 5
		SP:Iteration 42Q (8030.660000 sec): 3 clusters
  Score: Raw -14575801.275288 + Penalty 5703.754888 = -14570097.520400
  nChanged 7
		SP:Iteration 43Q (8030.920000 sec): 3 clusters
  Score: Raw -14575805.667135 + Penalty 5703.754888 = -14570101.912247
  nChanged 9
		SP:Iteration 44Q (8031.170000 sec): 3 clusters
  Score: Raw -14575809.405942 + Penalty 5703.754888 = -14570105.651054
  nChanged 6
		SP:Iteration 45Q (8031.430000 sec): 3 clusters
  Score: Raw -14575812.086134 + Penalty 5703.754888 = -14570108.331246
  nChanged 3
		SP:Iteration 46Q (8031.690000 sec): 3 clusters
  Score: Raw -14575813.081983 + Penalty 5703.754888 = -14570109.327095
  nChanged 3
		SP:Iteration 47Q (8031.950000 sec): 3 clusters
  Score: Raw -14575814.508203 + Penalty 5703.754888 = -14570110.753315
  nChanged 1
		SP:Iteration 48Q (8032.200000 sec): 3 clusters
  Score: Raw -14575814.947241 + Penalty 5703.754888 = -14570111.192353
  nChanged 3
		SP:Iteration 49Q (8032.460000 sec): 3 clusters
  Score: Raw -14575816.600720 + Penalty 5703.754888 = -14570112.845832
  nChanged 3
		SP:Iteration 50Q (8032.710000 sec): 3 clusters
  Score: Raw -14575818.199945 + Penalty 5703.754888 = -14570114.445057
  nChanged 4
		SP:Iteration 51Q (8032.970000 sec): 3 clusters
  Score: Raw -14575820.149013 + Penalty 5703.754888 = -14570116.394125
  nChanged 3
		SP:Iteration 52Q (8033.220000 sec): 3 clusters
  Score: Raw -14575821.582643 + Penalty 5703.754888 = -14570117.827755
  nChanged 3
		SP:Iteration 53Q (8033.470000 sec): 3 clusters
  Score: Raw -14575823.232594 + Penalty 5703.754888 = -14570119.477706
  nChanged 2
		SP:Iteration 54Q (8033.730000 sec): 3 clusters
  Score: Raw -14575824.100324 + Penalty 5703.754888 = -14570120.345435
  nChanged 2
		SP:Iteration 55Q (8033.980000 sec): 3 clusters
  Score: Raw -14575825.076438 + Penalty 5703.754888 = -14570121.321550
  nChanged 1
		SP:Iteration 56Q (8034.230000 sec): 3 clusters
  Score: Raw -14575825.404371 + Penalty 5703.754888 = -14570121.649483
  nChanged 2
		SP:Iteration 57Q (8034.490000 sec): 3 clusters
  Score: Raw -14575826.043735 + Penalty 5703.754888 = -14570122.288847
  nChanged 0
		SP:Iteration 58F (8034.830000 sec): 3 clusters
  Score: Raw -14575826.043735 + Penalty 5703.754888 = -14570122.288847
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8034.880000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8034.880000 sec): 3 clusters
  Score: Raw -22446.630264 + Penalty 2547.356025 = -19899.274239
  nChanged 13
		SP:Iteration 1F (8034.880000 sec): 3 clusters
  Score: Raw -22534.737248 + Penalty 2547.356025 = -19987.381223
  nChanged 3
		SP:Iteration 2Q (8034.880000 sec): 3 clusters
  Score: Raw -22556.959129 + Penalty 2547.356025 = -20009.603104
  nChanged 1
		SP:Iteration 3Q (8034.880000 sec): 3 clusters
  Score: Raw -22570.676458 + Penalty 2547.356025 = -20023.320433
  nChanged 0
		SP:Iteration 4F (8034.880000 sec): 3 clusters
  Score: Raw -22570.676458 + Penalty 2547.356025 = -20023.320433
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51083 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8035.050000 sec): 2 clusters
  Score: Raw -7501759.148521 + Penalty 2688.619346 = -7499070.529175
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8035.240000 sec): 3 clusters
  Score: Raw -7469757.755476 + Penalty 5377.238692 = -7464380.516784
  nChanged 23805
		SP:Iteration 1F (8035.420000 sec): 3 clusters
  Score: Raw -7483034.296183 + Penalty 5377.238692 = -7477657.057492
  nChanged 2230
		SP:Iteration 2Q (8035.610000 sec): 3 clusters
  Score: Raw -7483722.573964 + Penalty 5377.238692 = -7478345.335272
  nChanged 2101
		SP:Iteration 3Q (8035.800000 sec): 3 clusters
  Score: Raw -7484426.731310 + Penalty 5377.238692 = -7479049.492618
  nChanged 2223
		SP:Iteration 4Q (8035.980000 sec): 3 clusters
  Score: Raw -7485343.224155 + Penalty 5377.238692 = -7479965.985463
  nChanged 2706
		SP:Iteration 5F (8036.170000 sec): 3 clusters
  Score: Raw -7486772.587673 + Penalty 5377.238692 = -7481395.348981
  nChanged 3395
		SP:Iteration 6F (8036.350000 sec): 3 clusters
  Score: Raw -7489086.077174 + Penalty 5377.238692 = -7483708.838482
  nChanged 4091
		SP:Iteration 7F (8036.530000 sec): 3 clusters
  Score: Raw -7492535.400124 + Penalty 5377.238692 = -7487158.161432
  nChanged 4059
		SP:Iteration 8F (8036.710000 sec): 3 clusters
  Score: Raw -7496380.687632 + Penalty 5377.238692 = -7491003.448940
  nChanged 3096
		SP:Iteration 9F (8036.890000 sec): 3 clusters
  Score: Raw -7499462.621935 + Penalty 5377.238692 = -7494085.383243
  nChanged 1675
		SP:Iteration 10Q (8037.060000 sec): 3 clusters
  Score: Raw -7501064.212226 + Penalty 5377.238692 = -7495686.973534
  nChanged 622
		SP:Iteration 11Q (8037.220000 sec): 3 clusters
  Score: Raw -7501639.367211 + Penalty 5377.238692 = -7496262.128519
  nChanged 233
		SP:Iteration 12Q (8037.360000 sec): 3 clusters
  Score: Raw -7501884.174950 + Penalty 5377.238692 = -7496506.936259
  nChanged 92
		SP:Iteration 13Q (8037.490000 sec): 3 clusters
  Score: Raw -7501986.975332 + Penalty 5377.238692 = -7496609.736641
  nChanged 43
		SP:Iteration 14Q (8037.630000 sec): 3 clusters
  Score: Raw -7502034.621974 + Penalty 5377.238692 = -7496657.383283
  nChanged 26
		SP:Iteration 15Q (8037.760000 sec): 3 clusters
  Score: Raw -7502064.241046 + Penalty 5377.238692 = -7496687.002354
  nChanged 20
		SP:Iteration 16Q (8037.890000 sec): 3 clusters
  Score: Raw -7502082.911114 + Penalty 5377.238692 = -7496705.672422
  nChanged 12
		SP:Iteration 17Q (8038.030000 sec): 3 clusters
  Score: Raw -7502094.994142 + Penalty 5377.238692 = -7496717.755451
  nChanged 7
		SP:Iteration 18Q (8038.150000 sec): 3 clusters
  Score: Raw -7502101.688088 + Penalty 5377.238692 = -7496724.449396
  nChanged 3
		SP:Iteration 19Q (8038.280000 sec): 3 clusters
  Score: Raw -7502106.620021 + Penalty 5377.238692 = -7496729.381330
  nChanged 4
		SP:Iteration 20F (8038.470000 sec): 3 clusters
  Score: Raw -7502109.973160 + Penalty 5377.238692 = -7496732.734468
  nChanged 4
		SP:Iteration 21Q (8038.600000 sec): 3 clusters
  Score: Raw -7502112.786855 + Penalty 5377.238692 = -7496735.548163
  nChanged 1
		SP:Iteration 22Q (8038.730000 sec): 3 clusters
  Score: Raw -7502114.329112 + Penalty 5377.238692 = -7496737.090420
  nChanged 4
		SP:Iteration 23Q (8038.860000 sec): 3 clusters
  Score: Raw -7502118.995743 + Penalty 5377.238692 = -7496741.757052
  nChanged 1
		SP:Iteration 24Q (8038.990000 sec): 3 clusters
  Score: Raw -7502119.339572 + Penalty 5377.238692 = -7496742.100880
  nChanged 0
		SP:Iteration 25F (8039.180000 sec): 3 clusters
  Score: Raw -7502119.339572 + Penalty 5377.238692 = -7496742.100880
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8039.200000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8039.200000 sec): 3 clusters
  Score: Raw -76020.557404 + Penalty 3043.240186 = -72977.317218
  nChanged 103
		SP:Iteration 1F (8039.200000 sec): 3 clusters
  Score: Raw -76289.486162 + Penalty 3043.240186 = -73246.245976
  nChanged 48
		SP:Iteration 2F (8039.200000 sec): 3 clusters
  Score: Raw -76434.945519 + Penalty 3043.240186 = -73391.705333
  nChanged 35
		SP:Iteration 3F (8039.200000 sec): 3 clusters
  Score: Raw -76558.445765 + Penalty 3043.240186 = -73515.205580
  nChanged 23
		SP:Iteration 4Q (8039.210000 sec): 3 clusters
  Score: Raw -76635.403628 + Penalty 3043.240186 = -73592.163442
  nChanged 11
		SP:Iteration 5Q (8039.210000 sec): 3 clusters
  Score: Raw -76674.695227 + Penalty 3043.240186 = -73631.455041
  nChanged 5
		SP:Iteration 6Q (8039.210000 sec): 3 clusters
  Score: Raw -76713.735371 + Penalty 3043.240186 = -73670.495185
  nChanged 4
		SP:Iteration 7Q (8039.210000 sec): 3 clusters
  Score: Raw -76741.807146 + Penalty 3043.240186 = -73698.566960
  nChanged 1
		SP:Iteration 8Q (8039.210000 sec): 3 clusters
  Score: Raw -76743.175658 + Penalty 3043.240186 = -73699.935472
  nChanged 0
		SP:Iteration 9F (8039.210000 sec): 3 clusters
  Score: Raw -76743.175658 + Penalty 3043.240186 = -73699.935472
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8039.220000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8039.220000 sec): 3 clusters
  Score: Raw -68268.315399 + Penalty 3055.958832 = -65212.356568
  nChanged 82
		SP:Iteration 1F (8039.220000 sec): 3 clusters
  Score: Raw -68429.894760 + Penalty 3055.958832 = -65373.935928
  nChanged 22
		SP:Iteration 2Q (8039.220000 sec): 3 clusters
  Score: Raw -68498.023278 + Penalty 3055.958832 = -65442.064447
  nChanged 8
		SP:Iteration 3Q (8039.220000 sec): 3 clusters
  Score: Raw -68523.482875 + Penalty 3055.958832 = -65467.524044
  nChanged 4
		SP:Iteration 4Q (8039.220000 sec): 3 clusters
  Score: Raw -68537.403453 + Penalty 3055.958832 = -65481.444621
  nChanged 2
		SP:Iteration 5Q (8039.230000 sec): 3 clusters
  Score: Raw -68544.813163 + Penalty 3055.958832 = -65488.854331
  nChanged 2
		SP:Iteration 6Q (8039.230000 sec): 3 clusters
  Score: Raw -68551.916429 + Penalty 3055.958832 = -65495.957597
  nChanged 3
		SP:Iteration 7Q (8039.230000 sec): 3 clusters
  Score: Raw -68557.335382 + Penalty 3055.958832 = -65501.376550
  nChanged 2
		SP:Iteration 8Q (8039.230000 sec): 3 clusters
  Score: Raw -68561.310627 + Penalty 3055.958832 = -65505.351795
  nChanged 1
		SP:Iteration 9Q (8039.230000 sec): 3 clusters
  Score: Raw -68563.609326 + Penalty 3055.958832 = -65507.650494
  nChanged 0
		SP:Iteration 10F (8039.240000 sec): 3 clusters
  Score: Raw -68563.609326 + Penalty 3055.958832 = -65507.650494
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (268042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8040.130000 sec): 2 clusters
  Score: Raw -39665434.756976 + Penalty 3099.726943 = -39662335.030033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8041.130000 sec): 3 clusters
  Score: Raw -39488579.077986 + Penalty 6199.453886 = -39482379.624100
  nChanged 129490
		SP:Iteration 1F (8042.120000 sec): 3 clusters
  Score: Raw -39564827.086341 + Penalty 6199.453886 = -39558627.632455
  nChanged 6447
		SP:Iteration 2Q (8043.140000 sec): 3 clusters
  Score: Raw -39566015.464334 + Penalty 6199.453886 = -39559816.010448
  nChanged 6957
		SP:Iteration 3Q (8044.160000 sec): 3 clusters
  Score: Raw -39567484.511776 + Penalty 6199.453886 = -39561285.057890
  nChanged 7685
		SP:Iteration 4Q (8045.180000 sec): 3 clusters
  Score: Raw -39569415.941559 + Penalty 6199.453886 = -39563216.487674
  nChanged 8576
		SP:Iteration 5Q (8046.200000 sec): 3 clusters
  Score: Raw -39572083.266730 + Penalty 6199.453886 = -39565883.812844
  nChanged 9895
		SP:Iteration 6Q (8047.210000 sec): 3 clusters
  Score: Raw -39575774.799216 + Penalty 6199.453886 = -39569575.345330
  nChanged 11351
		SP:Iteration 7Q (8048.230000 sec): 3 clusters
  Score: Raw -39580975.255847 + Penalty 6199.453886 = -39574775.801961
  nChanged 13203
		SP:Iteration 8Q (8049.240000 sec): 3 clusters
  Score: Raw -39588305.421750 + Penalty 6199.453886 = -39582105.967864
  nChanged 15427
		SP:Iteration 9F (8050.220000 sec): 3 clusters
  Score: Raw -39598426.943182 + Penalty 6199.453886 = -39592227.489296
  nChanged 17256
		SP:Iteration 10F (8051.220000 sec): 3 clusters
  Score: Raw -39611002.593299 + Penalty 6199.453886 = -39604803.139414
  nChanged 18161
		SP:Iteration 11F (8052.200000 sec): 3 clusters
  Score: Raw -39624905.190981 + Penalty 6199.453886 = -39618705.737095
  nChanged 16900
		SP:Iteration 12F (8053.170000 sec): 3 clusters
  Score: Raw -39638258.483283 + Penalty 6199.453886 = -39632059.029397
  nChanged 13850
		SP:Iteration 13F (8054.140000 sec): 3 clusters
  Score: Raw -39649363.848191 + Penalty 6199.453886 = -39643164.394305
  nChanged 9750
		SP:Iteration 14Q (8054.970000 sec): 3 clusters
  Score: Raw -39657022.883186 + Penalty 6199.453886 = -39650823.429300
  nChanged 5856
		SP:Iteration 15Q (8055.760000 sec): 3 clusters
  Score: Raw -39661411.554080 + Penalty 6199.453886 = -39655212.100194
  nChanged 3116
		SP:Iteration 16Q (8056.500000 sec): 3 clusters
  Score: Raw -39663631.494659 + Penalty 6199.453886 = -39657432.040773
  nChanged 1524
		SP:Iteration 17Q (8057.220000 sec): 3 clusters
  Score: Raw -39664672.464945 + Penalty 6199.453886 = -39658473.011059
  nChanged 710
		SP:Iteration 18Q (8057.920000 sec): 3 clusters
  Score: Raw -39665138.957831 + Penalty 6199.453886 = -39658939.503945
  nChanged 364
		SP:Iteration 19Q (8058.630000 sec): 3 clusters
  Score: Raw -39665379.037509 + Penalty 6199.453886 = -39659179.583623
  nChanged 224
		SP:Iteration 20F (8059.570000 sec): 3 clusters
  Score: Raw -39665538.762721 + Penalty 6199.453886 = -39659339.308835
  nChanged 163
		SP:Iteration 21Q (8060.260000 sec): 3 clusters
  Score: Raw -39665645.737779 + Penalty 6199.453886 = -39659446.283893
  nChanged 76
		SP:Iteration 22Q (8060.940000 sec): 3 clusters
  Score: Raw -39665693.540650 + Penalty 6199.453886 = -39659494.086764
  nChanged 56
		SP:Iteration 23Q (8061.620000 sec): 3 clusters
  Score: Raw -39665729.380315 + Penalty 6199.453886 = -39659529.926429
  nChanged 38
		SP:Iteration 24Q (8062.300000 sec): 3 clusters
  Score: Raw -39665751.647494 + Penalty 6199.453886 = -39659552.193608
  nChanged 33
		SP:Iteration 25Q (8062.980000 sec): 3 clusters
  Score: Raw -39665773.329181 + Penalty 6199.453886 = -39659573.875295
  nChanged 26
		SP:Iteration 26Q (8063.660000 sec): 3 clusters
  Score: Raw -39665795.174905 + Penalty 6199.453886 = -39659595.721019
  nChanged 24
		SP:Iteration 27Q (8064.340000 sec): 3 clusters
  Score: Raw -39665811.693733 + Penalty 6199.453886 = -39659612.239847
  nChanged 25
		SP:Iteration 28Q (8065.020000 sec): 3 clusters
  Score: Raw -39665826.911718 + Penalty 6199.453886 = -39659627.457832
  nChanged 14
		SP:Iteration 29Q (8065.700000 sec): 3 clusters
  Score: Raw -39665837.234710 + Penalty 6199.453886 = -39659637.780824
  nChanged 13
		SP:Iteration 30Q (8066.380000 sec): 3 clusters
  Score: Raw -39665845.565815 + Penalty 6199.453886 = -39659646.111929
  nChanged 10
		SP:Iteration 31Q (8067.060000 sec): 3 clusters
  Score: Raw -39665854.553892 + Penalty 6199.453886 = -39659655.100006
  nChanged 9
		SP:Iteration 32Q (8067.740000 sec): 3 clusters
  Score: Raw -39665861.111120 + Penalty 6199.453886 = -39659661.657234
  nChanged 8
		SP:Iteration 33Q (8068.420000 sec): 3 clusters
  Score: Raw -39665866.402814 + Penalty 6199.453886 = -39659666.948928
  nChanged 8
		SP:Iteration 34Q (8069.100000 sec): 3 clusters
  Score: Raw -39665871.964216 + Penalty 6199.453886 = -39659672.510330
  nChanged 8
		SP:Iteration 35Q (8069.770000 sec): 3 clusters
  Score: Raw -39665877.924187 + Penalty 6199.453886 = -39659678.470301
  nChanged 6
		SP:Iteration 36Q (8070.450000 sec): 3 clusters
  Score: Raw -39665881.159615 + Penalty 6199.453886 = -39659681.705729
  nChanged 4
		SP:Iteration 37Q (8071.130000 sec): 3 clusters
  Score: Raw -39665884.073572 + Penalty 6199.453886 = -39659684.619686
  nChanged 5
		SP:Iteration 38Q (8071.810000 sec): 3 clusters
  Score: Raw -39665887.906822 + Penalty 6199.453886 = -39659688.452936
  nChanged 4
		SP:Iteration 39Q (8072.480000 sec): 3 clusters
  Score: Raw -39665890.173716 + Penalty 6199.453886 = -39659690.719830
  nChanged 5
		SP:Iteration 40F (8073.430000 sec): 3 clusters
  Score: Raw -39665893.710989 + Penalty 6199.453886 = -39659694.257103
  nChanged 2
		SP:Iteration 41Q (8074.110000 sec): 3 clusters
  Score: Raw -39665895.283037 + Penalty 6199.453886 = -39659695.829151
  nChanged 2
		SP:Iteration 42Q (8074.780000 sec): 3 clusters
  Score: Raw -39665895.989620 + Penalty 6199.453886 = -39659696.535734
  nChanged 1
		SP:Iteration 43Q (8075.470000 sec): 3 clusters
  Score: Raw -39665896.706375 + Penalty 6199.453886 = -39659697.252489
  nChanged 2
		SP:Iteration 44Q (8076.150000 sec): 3 clusters
  Score: Raw -39665898.484199 + Penalty 6199.453886 = -39659699.030314
  nChanged 4
		SP:Iteration 45Q (8076.830000 sec): 3 clusters
  Score: Raw -39665903.799010 + Penalty 6199.453886 = -39659704.345124
  nChanged 3
		SP:Iteration 46Q (8077.510000 sec): 3 clusters
  Score: Raw -39665906.506764 + Penalty 6199.453886 = -39659707.052878
  nChanged 2
		SP:Iteration 47Q (8078.190000 sec): 3 clusters
  Score: Raw -39665908.113635 + Penalty 6199.453886 = -39659708.659749
  nChanged 1
		SP:Iteration 48Q (8078.870000 sec): 3 clusters
  Score: Raw -39665908.669251 + Penalty 6199.453886 = -39659709.215365
  nChanged 2
		SP:Iteration 49Q (8079.540000 sec): 3 clusters
  Score: Raw -39665909.718619 + Penalty 6199.453886 = -39659710.264733
  nChanged 1
		SP:Iteration 50Q (8080.210000 sec): 3 clusters
  Score: Raw -39665910.019955 + Penalty 6199.453886 = -39659710.566069
  nChanged 1
		SP:Iteration 51Q (8080.890000 sec): 3 clusters
  Score: Raw -39665910.241052 + Penalty 6199.453886 = -39659710.787166
  nChanged 0
		SP:Iteration 52F (8081.840000 sec): 3 clusters
  Score: Raw -39665910.241052 + Penalty 6199.453886 = -39659710.787166
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8082.090000 sec): 2 clusters
  Score: Raw -5135724.242631 + Penalty 2584.725774 = -5133139.516857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8082.210000 sec): 3 clusters
  Score: Raw -5115336.244335 + Penalty 5169.451548 = -5110166.792787
  nChanged 15254
		SP:Iteration 1F (8082.330000 sec): 3 clusters
  Score: Raw -5123550.768318 + Penalty 5169.451548 = -5118381.316770
  nChanged 1465
		SP:Iteration 2Q (8082.450000 sec): 3 clusters
  Score: Raw -5123972.002856 + Penalty 5169.451548 = -5118802.551309
  nChanged 1266
		SP:Iteration 3Q (8082.580000 sec): 3 clusters
  Score: Raw -5124313.147098 + Penalty 5169.451548 = -5119143.695550
  nChanged 1135
		SP:Iteration 4Q (8082.700000 sec): 3 clusters
  Score: Raw -5124633.251201 + Penalty 5169.451548 = -5119463.799654
  nChanged 1108
		SP:Iteration 5Q (8082.820000 sec): 3 clusters
  Score: Raw -5124987.016398 + Penalty 5169.451548 = -5119817.564850
  nChanged 1280
		SP:Iteration 6Q (8082.940000 sec): 3 clusters
  Score: Raw -5125492.351534 + Penalty 5169.451548 = -5120322.899987
  nChanged 1562
		SP:Iteration 7Q (8083.060000 sec): 3 clusters
  Score: Raw -5126287.119157 + Penalty 5169.451548 = -5121117.667609
  nChanged 1995
		SP:Iteration 8F (8083.180000 sec): 3 clusters
  Score: Raw -5127585.476916 + Penalty 5169.451548 = -5122416.025368
  nChanged 2356
		SP:Iteration 9F (8083.290000 sec): 3 clusters
  Score: Raw -5129431.465000 + Penalty 5169.451548 = -5124262.013453
  nChanged 2432
		SP:Iteration 10F (8083.410000 sec): 3 clusters
  Score: Raw -5131604.694990 + Penalty 5169.451548 = -5126435.243442
  nChanged 2013
		SP:Iteration 11F (8083.530000 sec): 3 clusters
  Score: Raw -5133422.904832 + Penalty 5169.451548 = -5128253.453285
  nChanged 1314
		SP:Iteration 12Q (8083.640000 sec): 3 clusters
  Score: Raw -5134618.042684 + Penalty 5169.451548 = -5129448.591136
  nChanged 739
		SP:Iteration 13Q (8083.750000 sec): 3 clusters
  Score: Raw -5135256.612360 + Penalty 5169.451548 = -5130087.160812
  nChanged 382
		SP:Iteration 14Q (8083.840000 sec): 3 clusters
  Score: Raw -5135603.064721 + Penalty 5169.451548 = -5130433.613173
  nChanged 211
		SP:Iteration 15Q (8083.930000 sec): 3 clusters
  Score: Raw -5135779.043802 + Penalty 5169.451548 = -5130609.592255
  nChanged 123
		SP:Iteration 16Q (8084.030000 sec): 3 clusters
  Score: Raw -5135869.205390 + Penalty 5169.451548 = -5130699.753842
  nChanged 80
		SP:Iteration 17Q (8084.110000 sec): 3 clusters
  Score: Raw -5135937.610388 + Penalty 5169.451548 = -5130768.158841
  nChanged 61
		SP:Iteration 18Q (8084.200000 sec): 3 clusters
  Score: Raw -5135986.476049 + Penalty 5169.451548 = -5130817.024501
  nChanged 35
		SP:Iteration 19Q (8084.280000 sec): 3 clusters
  Score: Raw -5136012.351851 + Penalty 5169.451548 = -5130842.900304
  nChanged 21
		SP:Iteration 20F (8084.400000 sec): 3 clusters
  Score: Raw -5136026.374251 + Penalty 5169.451548 = -5130856.922704
  nChanged 18
		SP:Iteration 21Q (8084.490000 sec): 3 clusters
  Score: Raw -5136036.669809 + Penalty 5169.451548 = -5130867.218262
  nChanged 9
		SP:Iteration 22Q (8084.580000 sec): 3 clusters
  Score: Raw -5136041.643826 + Penalty 5169.451548 = -5130872.192278
  nChanged 7
		SP:Iteration 23Q (8084.660000 sec): 3 clusters
  Score: Raw -5136047.248867 + Penalty 5169.451548 = -5130877.797319
  nChanged 12
		SP:Iteration 24Q (8084.750000 sec): 3 clusters
  Score: Raw -5136056.667804 + Penalty 5169.451548 = -5130887.216256
  nChanged 11
		SP:Iteration 25Q (8084.840000 sec): 3 clusters
  Score: Raw -5136064.764683 + Penalty 5169.451548 = -5130895.313135
  nChanged 7
		SP:Iteration 26Q (8084.920000 sec): 3 clusters
  Score: Raw -5136068.535724 + Penalty 5169.451548 = -5130899.084176
  nChanged 6
		SP:Iteration 27Q (8085.010000 sec): 3 clusters
  Score: Raw -5136073.056792 + Penalty 5169.451548 = -5130903.605245
  nChanged 5
		SP:Iteration 28Q (8085.090000 sec): 3 clusters
  Score: Raw -5136076.542223 + Penalty 5169.451548 = -5130907.090675
  nChanged 4
		SP:Iteration 29Q (8085.180000 sec): 3 clusters
  Score: Raw -5136078.693033 + Penalty 5169.451548 = -5130909.241486
  nChanged 4
		SP:Iteration 30Q (8085.260000 sec): 3 clusters
  Score: Raw -5136082.238361 + Penalty 5169.451548 = -5130912.786813
  nChanged 5
		SP:Iteration 31Q (8085.350000 sec): 3 clusters
  Score: Raw -5136085.385361 + Penalty 5169.451548 = -5130915.933814
  nChanged 3
		SP:Iteration 32Q (8085.430000 sec): 3 clusters
  Score: Raw -5136086.856557 + Penalty 5169.451548 = -5130917.405009
  nChanged 1
		SP:Iteration 33Q (8085.510000 sec): 3 clusters
  Score: Raw -5136087.115430 + Penalty 5169.451548 = -5130917.663883
  nChanged 1
		SP:Iteration 34Q (8085.600000 sec): 3 clusters
  Score: Raw -5136087.494308 + Penalty 5169.451548 = -5130918.042761
  nChanged 0
		SP:Iteration 35F (8085.710000 sec): 3 clusters
  Score: Raw -5136087.494308 + Penalty 5169.451548 = -5130918.042761
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.730000 sec): 2 clusters
  Score: Raw -141600.058951 + Penalty 1732.439171 = -139867.619780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.740000 sec): 3 clusters
  Score: Raw -141385.178478 + Penalty 3464.878342 = -137920.300136
  nChanged 282
		SP:Iteration 1F (8085.740000 sec): 3 clusters
  Score: Raw -141768.243366 + Penalty 3464.878342 = -138303.365025
  nChanged 80
		SP:Iteration 2F (8085.750000 sec): 3 clusters
  Score: Raw -141888.841639 + Penalty 3464.878342 = -138423.963297
  nChanged 47
		SP:Iteration 3Q (8085.750000 sec): 3 clusters
  Score: Raw -141969.650310 + Penalty 3464.878342 = -138504.771969
  nChanged 40
		SP:Iteration 4Q (8085.750000 sec): 3 clusters
  Score: Raw -142048.354617 + Penalty 3464.878342 = -138583.476276
  nChanged 37
		SP:Iteration 5Q (8085.750000 sec): 3 clusters
  Score: Raw -142109.333427 + Penalty 3464.878342 = -138644.455085
  nChanged 23
		SP:Iteration 6Q (8085.760000 sec): 3 clusters
  Score: Raw -142139.742818 + Penalty 3464.878342 = -138674.864476
  nChanged 21
		SP:Iteration 7Q (8085.760000 sec): 3 clusters
  Score: Raw -142168.240576 + Penalty 3464.878342 = -138703.362234
  nChanged 7
		SP:Iteration 8Q (8085.770000 sec): 3 clusters
  Score: Raw -142174.636624 + Penalty 3464.878342 = -138709.758283
  nChanged 5
		SP:Iteration 9Q (8085.770000 sec): 3 clusters
  Score: Raw -142178.602836 + Penalty 3464.878342 = -138713.724494
  nChanged 0
		SP:Iteration 10F (8085.770000 sec): 3 clusters
  Score: Raw -142178.602836 + Penalty 3464.878342 = -138713.724494
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.770000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.780000 sec): 3 clusters
  Score: Raw -31545.514794 + Penalty 2705.839273 = -28839.675521
  nChanged 28
		SP:Iteration 1F (8085.780000 sec): 3 clusters
  Score: Raw -31687.447700 + Penalty 2705.839273 = -28981.608427
  nChanged 17
		SP:Iteration 2F (8085.780000 sec): 3 clusters
  Score: Raw -31761.235262 + Penalty 2705.839273 = -29055.395989
  nChanged 9
		SP:Iteration 3Q (8085.780000 sec): 3 clusters
  Score: Raw -31826.304856 + Penalty 2705.839273 = -29120.465583
  nChanged 3
		SP:Iteration 4Q (8085.780000 sec): 3 clusters
  Score: Raw -31840.612252 + Penalty 2705.839273 = -29134.772979
  nChanged 4
		SP:Iteration 5Q (8085.780000 sec): 3 clusters
  Score: Raw -31867.899881 + Penalty 2705.839273 = -29162.060607
  nChanged 1
		SP:Iteration 6Q (8085.780000 sec): 3 clusters
  Score: Raw -31884.021299 + Penalty 2705.839273 = -29178.182026
  nChanged 1
		SP:Iteration 7Q (8085.780000 sec): 3 clusters
  Score: Raw -31886.522241 + Penalty 2705.839273 = -29180.682967
  nChanged 0
		SP:Iteration 8F (8085.780000 sec): 3 clusters
  Score: Raw -31886.522241 + Penalty 2705.839273 = -29180.682967
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.790000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.790000 sec): 3 clusters
  Score: Raw -77809.770982 + Penalty 3172.049753 = -74637.721230
  nChanged 119
		SP:Iteration 1F (8085.790000 sec): 3 clusters
  Score: Raw -77996.707449 + Penalty 3172.049753 = -74824.657696
  nChanged 35
		SP:Iteration 2F (8085.790000 sec): 3 clusters
  Score: Raw -78066.909061 + Penalty 3172.049753 = -74894.859308
  nChanged 12
		SP:Iteration 3Q (8085.790000 sec): 3 clusters
  Score: Raw -78094.562015 + Penalty 3172.049753 = -74922.512263
  nChanged 9
		SP:Iteration 4Q (8085.800000 sec): 3 clusters
  Score: Raw -78110.617995 + Penalty 3172.049753 = -74938.568242
  nChanged 4
		SP:Iteration 5Q (8085.800000 sec): 3 clusters
  Score: Raw -78117.183245 + Penalty 3172.049753 = -74945.133493
  nChanged 3
		SP:Iteration 6Q (8085.800000 sec): 3 clusters
  Score: Raw -78121.549257 + Penalty 3172.049753 = -74949.499504
  nChanged 3
		SP:Iteration 7Q (8085.800000 sec): 3 clusters
  Score: Raw -78125.481570 + Penalty 3172.049753 = -74953.431818
  nChanged 3
		SP:Iteration 8Q (8085.800000 sec): 3 clusters
  Score: Raw -78130.094890 + Penalty 3172.049753 = -74958.045137
  nChanged 3
		SP:Iteration 9Q (8085.810000 sec): 3 clusters
  Score: Raw -78137.950386 + Penalty 3172.049753 = -74965.900633
  nChanged 3
		SP:Iteration 10Q (8085.810000 sec): 3 clusters
  Score: Raw -78141.934646 + Penalty 3172.049753 = -74969.884893
  nChanged 2
		SP:Iteration 11Q (8085.810000 sec): 3 clusters
  Score: Raw -78144.547568 + Penalty 3172.049753 = -74972.497815
  nChanged 1
		SP:Iteration 12Q (8085.810000 sec): 3 clusters
  Score: Raw -78146.633796 + Penalty 3172.049753 = -74974.584044
  nChanged 0
		SP:Iteration 13F (8085.810000 sec): 3 clusters
  Score: Raw -78146.633796 + Penalty 3172.049753 = -74974.584044
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.820000 sec): 2 clusters
  Score: Raw -24575.550785 + Penalty 1363.297720 = -23212.253065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.820000 sec): 3 clusters
  Score: Raw -24848.801975 + Penalty 2726.595440 = -22122.206535
  nChanged 42
		SP:Iteration 1F (8085.820000 sec): 3 clusters
  Score: Raw -25069.079967 + Penalty 2726.595440 = -22342.484528
  nChanged 14
		SP:Iteration 2F (8085.820000 sec): 3 clusters
  Score: Raw -25349.344036 + Penalty 2726.595440 = -22622.748597
  nChanged 10
		SP:Iteration 3Q (8085.820000 sec): 3 clusters
  Score: Raw -25431.668373 + Penalty 2726.595440 = -22705.072934
  nChanged 5
		SP:Iteration 4Q (8085.820000 sec): 3 clusters
  Score: Raw -25509.838116 + Penalty 2726.595440 = -22783.242676
  nChanged 2
		SP:Iteration 5Q (8085.820000 sec): 3 clusters
  Score: Raw -25595.067269 + Penalty 2726.595440 = -22868.471829
  nChanged 2
		SP:Iteration 6Q (8085.820000 sec): 3 clusters
  Score: Raw -25753.294347 + Penalty 2726.595440 = -23026.698907
  nChanged 2
		SP:Iteration 7Q (8085.820000 sec): 3 clusters
  Score: Raw -25808.447023 + Penalty 2726.595440 = -23081.851583
  nChanged 0
		SP:Iteration 8F (8085.820000 sec): 3 clusters
  Score: Raw -25808.447023 + Penalty 2726.595440 = -23081.851583
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.830000 sec): 2 clusters
  Score: Raw -33339.247056 + Penalty 1391.149005 = -31948.098051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.830000 sec): 3 clusters
  Score: Raw -33527.670656 + Penalty 2782.298010 = -30745.372645
  nChanged 36
		SP:Iteration 1F (8085.830000 sec): 3 clusters
  Score: Raw -33709.041898 + Penalty 2782.298010 = -30926.743887
  nChanged 23
		SP:Iteration 2F (8085.830000 sec): 3 clusters
  Score: Raw -33852.612059 + Penalty 2782.298010 = -31070.314048
  nChanged 15
		SP:Iteration 3F (8085.830000 sec): 3 clusters
  Score: Raw -34018.276719 + Penalty 2782.298010 = -31235.978709
  nChanged 16
		SP:Iteration 4F (8085.830000 sec): 3 clusters
  Score: Raw -34231.265387 + Penalty 2782.298010 = -31448.967377
  nChanged 8
		SP:Iteration 5Q (8085.830000 sec): 3 clusters
  Score: Raw -34383.450113 + Penalty 2782.298010 = -31601.152103
  nChanged 7
		SP:Iteration 6Q (8085.830000 sec): 3 clusters
  Score: Raw -34468.507099 + Penalty 2782.298010 = -31686.209088
  nChanged 1
		SP:Iteration 7Q (8085.830000 sec): 3 clusters
  Score: Raw -34505.728688 + Penalty 2782.298010 = -31723.430677
  nChanged 1
		SP:Iteration 8Q (8085.830000 sec): 3 clusters
  Score: Raw -34510.156521 + Penalty 2782.298010 = -31727.858510
  nChanged 1
		SP:Iteration 9Q (8085.830000 sec): 3 clusters
  Score: Raw -34514.758625 + Penalty 2782.298010 = -31732.460615
  nChanged 1
		SP:Iteration 10Q (8085.830000 sec): 3 clusters
  Score: Raw -34523.533123 + Penalty 2782.298010 = -31741.235113
  nChanged 0
		SP:Iteration 11F (8085.840000 sec): 3 clusters
  Score: Raw -34523.533123 + Penalty 2782.298010 = -31741.235113
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.840000 sec): 2 clusters
  Score: Raw -29618.592547 + Penalty 1336.489789 = -28282.102758
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.840000 sec): 3 clusters
  Score: Raw -29823.273034 + Penalty 2672.979578 = -27150.293456
  nChanged 13
		SP:Iteration 1F (8085.840000 sec): 3 clusters
  Score: Raw -29882.613540 + Penalty 2672.979578 = -27209.633962
  nChanged 4
		SP:Iteration 2Q (8085.840000 sec): 3 clusters
  Score: Raw -29902.623952 + Penalty 2672.979578 = -27229.644374
  nChanged 0
		SP:Iteration 3F (8085.840000 sec): 3 clusters
  Score: Raw -29902.623952 + Penalty 2672.979578 = -27229.644374
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.850000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.850000 sec): 3 clusters
  Score: Raw -55046.823097 + Penalty 2975.472535 = -52071.350562
  nChanged 64
		SP:Iteration 1F (8085.850000 sec): 3 clusters
  Score: Raw -55205.660609 + Penalty 2975.472535 = -52230.188075
  nChanged 15
		SP:Iteration 2Q (8085.850000 sec): 3 clusters
  Score: Raw -55242.235474 + Penalty 2975.472535 = -52266.762940
  nChanged 3
		SP:Iteration 3Q (8085.850000 sec): 3 clusters
  Score: Raw -55251.740778 + Penalty 2975.472535 = -52276.268244
  nChanged 5
		SP:Iteration 4Q (8085.850000 sec): 3 clusters
  Score: Raw -55262.242797 + Penalty 2975.472535 = -52286.770262
  nChanged 3
		SP:Iteration 5Q (8085.850000 sec): 3 clusters
  Score: Raw -55269.674706 + Penalty 2975.472535 = -52294.202171
  nChanged 1
		SP:Iteration 6Q (8085.850000 sec): 3 clusters
  Score: Raw -55274.225249 + Penalty 2975.472535 = -52298.752714
  nChanged 3
		SP:Iteration 7Q (8085.860000 sec): 3 clusters
  Score: Raw -55283.499066 + Penalty 2975.472535 = -52308.026531
  nChanged 3
		SP:Iteration 8Q (8085.860000 sec): 3 clusters
  Score: Raw -55293.965630 + Penalty 2975.472535 = -52318.493095
  nChanged 2
		SP:Iteration 9Q (8085.860000 sec): 3 clusters
  Score: Raw -55300.313395 + Penalty 2975.472535 = -52324.840860
  nChanged 2
		SP:Iteration 10Q (8085.860000 sec): 3 clusters
  Score: Raw -55305.769867 + Penalty 2975.472535 = -52330.297333
  nChanged 0
		SP:Iteration 11F (8085.860000 sec): 3 clusters
  Score: Raw -55305.769867 + Penalty 2975.472535 = -52330.297333
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.870000 sec): 2 clusters
  Score: Raw -17548.260455 + Penalty 1308.972435 = -16239.288020
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.870000 sec): 3 clusters
  Score: Raw -18184.250656 + Penalty 2617.944871 = -15566.305785
  nChanged 42
		SP:Iteration 1F (8085.870000 sec): 3 clusters
  Score: Raw -18475.088349 + Penalty 2617.944871 = -15857.143478
  nChanged 14
		SP:Iteration 2F (8085.870000 sec): 3 clusters
  Score: Raw -18664.424049 + Penalty 2617.944871 = -16046.479178
  nChanged 7
		SP:Iteration 3Q (8085.870000 sec): 3 clusters
  Score: Raw -18822.934314 + Penalty 2617.944871 = -16204.989443
  nChanged 1
		SP:Iteration 4Q (8085.870000 sec): 3 clusters
  Score: Raw -18837.933889 + Penalty 2617.944871 = -16219.989018
  nChanged 0
		SP:Iteration 5F (8085.870000 sec): 3 clusters
  Score: Raw -18837.933889 + Penalty 2617.944871 = -16219.989018
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.870000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.870000 sec): 3 clusters
  Score: Raw -29470.025829 + Penalty 2686.385799 = -26783.640029
  nChanged 15
		SP:Iteration 1F (8085.870000 sec): 3 clusters
  Score: Raw -29541.581164 + Penalty 2686.385799 = -26855.195364
  nChanged 4
		SP:Iteration 2Q (8085.870000 sec): 3 clusters
  Score: Raw -29556.769204 + Penalty 2686.385799 = -26870.383404
  nChanged 4
		SP:Iteration 3Q (8085.870000 sec): 3 clusters
  Score: Raw -29568.567520 + Penalty 2686.385799 = -26882.181720
  nChanged 0
		SP:Iteration 4F (8085.870000 sec): 3 clusters
  Score: Raw -29568.567520 + Penalty 2686.385799 = -26882.181720
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.880000 sec): 2 clusters
  Score: Raw -46074.767155 + Penalty 1447.033063 = -44627.734092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.880000 sec): 3 clusters
  Score: Raw -46205.557942 + Penalty 2894.066126 = -43311.491817
  nChanged 69
		SP:Iteration 1F (8085.880000 sec): 3 clusters
  Score: Raw -46395.299169 + Penalty 2894.066126 = -43501.233043
  nChanged 12
		SP:Iteration 2Q (8085.880000 sec): 3 clusters
  Score: Raw -46436.661879 + Penalty 2894.066126 = -43542.595754
  nChanged 9
		SP:Iteration 3Q (8085.880000 sec): 3 clusters
  Score: Raw -46459.423704 + Penalty 2894.066126 = -43565.357579
  nChanged 6
		SP:Iteration 4Q (8085.890000 sec): 3 clusters
  Score: Raw -46490.830719 + Penalty 2894.066126 = -43596.764593
  nChanged 4
		SP:Iteration 5Q (8085.890000 sec): 3 clusters
  Score: Raw -46498.822737 + Penalty 2894.066126 = -43604.756612
  nChanged 2
		SP:Iteration 6Q (8085.890000 sec): 3 clusters
  Score: Raw -46504.911569 + Penalty 2894.066126 = -43610.845444
  nChanged 2
		SP:Iteration 7Q (8085.890000 sec): 3 clusters
  Score: Raw -46516.412173 + Penalty 2894.066126 = -43622.346048
  nChanged 2
		SP:Iteration 8Q (8085.890000 sec): 3 clusters
  Score: Raw -46523.881280 + Penalty 2894.066126 = -43629.815154
  nChanged 0
		SP:Iteration 9F (8085.890000 sec): 3 clusters
  Score: Raw -46523.881280 + Penalty 2894.066126 = -43629.815154
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.890000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.890000 sec): 3 clusters
  Score: Raw -55269.105302 + Penalty 3005.325105 = -52263.780197
  nChanged 67
		SP:Iteration 1F (8085.890000 sec): 3 clusters
  Score: Raw -55504.586716 + Penalty 3005.325105 = -52499.261611
  nChanged 23
		SP:Iteration 2F (8085.900000 sec): 3 clusters
  Score: Raw -55628.501727 + Penalty 3005.325105 = -52623.176622
  nChanged 13
		SP:Iteration 3Q (8085.900000 sec): 3 clusters
  Score: Raw -55672.641525 + Penalty 3005.325105 = -52667.316420
  nChanged 5
		SP:Iteration 4Q (8085.900000 sec): 3 clusters
  Score: Raw -55685.928756 + Penalty 3005.325105 = -52680.603651
  nChanged 3
		SP:Iteration 5Q (8085.900000 sec): 3 clusters
  Score: Raw -55693.647469 + Penalty 3005.325105 = -52688.322364
  nChanged 2
		SP:Iteration 6Q (8085.900000 sec): 3 clusters
  Score: Raw -55700.289739 + Penalty 3005.325105 = -52694.964634
  nChanged 2
		SP:Iteration 7Q (8085.910000 sec): 3 clusters
  Score: Raw -55707.839127 + Penalty 3005.325105 = -52702.514022
  nChanged 2
		SP:Iteration 8Q (8085.910000 sec): 3 clusters
  Score: Raw -55713.270319 + Penalty 3005.325105 = -52707.945214
  nChanged 1
		SP:Iteration 9Q (8085.910000 sec): 3 clusters
  Score: Raw -55714.176933 + Penalty 3005.325105 = -52708.851828
  nChanged 0
		SP:Iteration 10F (8085.910000 sec): 3 clusters
  Score: Raw -55714.176933 + Penalty 3005.325105 = -52708.851828
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 38 (242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.910000 sec): 2 clusters
  Score: Raw -24854.945070 + Penalty 1361.256556 = -23493.688514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.910000 sec): 3 clusters
  Score: Raw -25808.661083 + Penalty 2722.513112 = -23086.147970
  nChanged 72
		SP:Iteration 1F (8085.910000 sec): 3 clusters
  Score: Raw -26246.400244 + Penalty 2722.513112 = -23523.887132
  nChanged 11
		SP:Iteration 2Q (8085.910000 sec): 3 clusters
  Score: Raw -26364.437196 + Penalty 2722.513112 = -23641.924084
  nChanged 3
		SP:Iteration 3Q (8085.910000 sec): 3 clusters
  Score: Raw -26401.969612 + Penalty 2722.513112 = -23679.456500
  nChanged 1
		SP:Iteration 4Q (8085.910000 sec): 3 clusters
  Score: Raw -26412.198843 + Penalty 2722.513112 = -23689.685730
  nChanged 0
		SP:Iteration 5F (8085.910000 sec): 3 clusters
  Score: Raw -26412.198843 + Penalty 2722.513112 = -23689.685730
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 42.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 39 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.920000 sec): 2 clusters
  Score: Raw -22896.629861 + Penalty 1287.853299 = -21608.776562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.920000 sec): 3 clusters
  Score: Raw -23177.345993 + Penalty 2575.706598 = -20601.639395
  nChanged 17
		SP:Iteration 1F (8085.920000 sec): 3 clusters
  Score: Raw -23270.387323 + Penalty 2575.706598 = -20694.680724
  nChanged 5
		SP:Iteration 2Q (8085.920000 sec): 3 clusters
  Score: Raw -23312.660267 + Penalty 2575.706598 = -20736.953669
  nChanged 3
		SP:Iteration 3Q (8085.920000 sec): 3 clusters
  Score: Raw -23324.762173 + Penalty 2575.706598 = -20749.055575
  nChanged 1
		SP:Iteration 4Q (8085.920000 sec): 3 clusters
  Score: Raw -23327.758350 + Penalty 2575.706598 = -20752.051752
  nChanged 0
		SP:Iteration 5F (8085.930000 sec): 3 clusters
  Score: Raw -23327.758350 + Penalty 2575.706598 = -20752.051752
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.930000 sec): 2 clusters
  Score: Raw -68690.960353 + Penalty 1547.104507 = -67143.855846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.930000 sec): 3 clusters
  Score: Raw -68719.424150 + Penalty 3094.209014 = -65625.215136
  nChanged 99
		SP:Iteration 1F (8085.930000 sec): 3 clusters
  Score: Raw -68906.028226 + Penalty 3094.209014 = -65811.819212
  nChanged 22
		SP:Iteration 2Q (8085.930000 sec): 3 clusters
  Score: Raw -68976.066819 + Penalty 3094.209014 = -65881.857805
  nChanged 11
		SP:Iteration 3Q (8085.930000 sec): 3 clusters
  Score: Raw -69006.563029 + Penalty 3094.209014 = -65912.354015
  nChanged 8
		SP:Iteration 4Q (8085.940000 sec): 3 clusters
  Score: Raw -69022.089747 + Penalty 3094.209014 = -65927.880733
  nChanged 5
		SP:Iteration 5Q (8085.940000 sec): 3 clusters
  Score: Raw -69033.468680 + Penalty 3094.209014 = -65939.259666
  nChanged 5
		SP:Iteration 6Q (8085.940000 sec): 3 clusters
  Score: Raw -69041.633995 + Penalty 3094.209014 = -65947.424981
  nChanged 4
		SP:Iteration 7Q (8085.940000 sec): 3 clusters
  Score: Raw -69047.023374 + Penalty 3094.209014 = -65952.814360
  nChanged 2
		SP:Iteration 8Q (8085.940000 sec): 3 clusters
  Score: Raw -69052.479550 + Penalty 3094.209014 = -65958.270536
  nChanged 2
		SP:Iteration 9Q (8085.940000 sec): 3 clusters
  Score: Raw -69055.630175 + Penalty 3094.209014 = -65961.421161
  nChanged 1
		SP:Iteration 10Q (8085.940000 sec): 3 clusters
  Score: Raw -69059.909557 + Penalty 3094.209014 = -65965.700543
  nChanged 0
		SP:Iteration 11F (8085.950000 sec): 3 clusters
  Score: Raw -69059.909557 + Penalty 3094.209014 = -65965.700543
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (199 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.950000 sec): 2 clusters
  Score: Raw -16120.972557 + Penalty 1312.739597 = -14808.232960
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.950000 sec): 3 clusters
  Score: Raw -16576.979248 + Penalty 2625.479193 = -13951.500054
  nChanged 39
		SP:Iteration 1F (8085.950000 sec): 3 clusters
  Score: Raw -16893.707112 + Penalty 2625.479193 = -14268.227919
  nChanged 10
		SP:Iteration 2F (8085.950000 sec): 3 clusters
  Score: Raw -16955.060790 + Penalty 2625.479193 = -14329.581597
  nChanged 1
		SP:Iteration 3Q (8085.950000 sec): 3 clusters
  Score: Raw -16959.064965 + Penalty 2625.479193 = -14333.585772
  nChanged 1
		SP:Iteration 4Q (8085.950000 sec): 3 clusters
  Score: Raw -16960.745943 + Penalty 2625.479193 = -14335.266750
  nChanged 0
		SP:Iteration 5F (8085.950000 sec): 3 clusters
  Score: Raw -16960.745943 + Penalty 2625.479193 = -14335.266750
  nChanged 0
Deleting Class 38 (45 points): Lose 2210.725352 but Gain 3374.686117
Iteration 299Q (8094.830000 sec): 42 clusters
  Score: Raw -117674503.803525 + Penalty 138362.130809 = -117536141.672716
  nChanged 63
Iteration 300F (8135.980000 sec): 42 clusters
  Score: Raw -117675489.506304 + Penalty 138362.130809 = -117537127.375495
  nChanged 53
Iteration 301Q (8144.760000 sec): 42 clusters
  Score: Raw -117676277.420979 + Penalty 138362.130809 = -117537915.290170
  nChanged 23
Iteration 302Q (8153.550000 sec): 42 clusters
  Score: Raw -117676365.222097 + Penalty 138362.130809 = -117538003.091288
  nChanged 16
Iteration 303Q (8162.330000 sec): 42 clusters
  Score: Raw -117676503.210541 + Penalty 138362.130809 = -117538141.079732
  nChanged 15
Iteration 304Q (8171.180000 sec): 42 clusters
  Score: Raw -117676856.550826 + Penalty 138362.130809 = -117538494.420016
  nChanged 11
Iteration 305Q (8180.050000 sec): 42 clusters
  Score: Raw -117676880.050025 + Penalty 138362.130809 = -117538517.919216
  nChanged 10
Iteration 306Q (8188.980000 sec): 42 clusters
  Score: Raw -117676880.149573 + Penalty 138362.130809 = -117538518.018764
  nChanged 9
Iteration 307Q (8197.890000 sec): 42 clusters
  Score: Raw -117676880.294483 + Penalty 138362.130809 = -117538518.163673
  nChanged 7
Iteration 308Q (8206.830000 sec): 42 clusters
  Score: Raw -117676880.395627 + Penalty 138362.130809 = -117538518.264818
  nChanged 8
Iteration 309Q (8215.760000 sec): 42 clusters
  Score: Raw -117676880.547469 + Penalty 138362.130809 = -117538518.416660
  nChanged 6
Iteration 310Q (8224.690000 sec): 42 clusters
  Score: Raw -117676880.643961 + Penalty 138362.130809 = -117538518.513152
  nChanged 7
Iteration 311Q (8233.610000 sec): 42 clusters
  Score: Raw -117676880.770957 + Penalty 138362.130809 = -117538518.640148
  nChanged 8
Iteration 312Q (8242.520000 sec): 42 clusters
  Score: Raw -117676880.847235 + Penalty 138362.130809 = -117538518.716426
  nChanged 5
Iteration 313Q (8251.390000 sec): 42 clusters
  Score: Raw -117676880.903637 + Penalty 138362.130809 = -117538518.772828
  nChanged 5
Iteration 314Q (8260.230000 sec): 42 clusters
  Score: Raw -117676880.949994 + Penalty 138362.130809 = -117538518.819185
  nChanged 3
Iteration 315Q (8269.130000 sec): 42 clusters
  Score: Raw -117676881.018926 + Penalty 138362.130809 = -117538518.888116
  nChanged 3
Iteration 316Q (8278.030000 sec): 42 clusters
  Score: Raw -117676881.050322 + Penalty 138362.130809 = -117538518.919512
  nChanged 4
Iteration 317Q (8286.930000 sec): 42 clusters
  Score: Raw -117676881.165092 + Penalty 138362.130809 = -117538519.034283
  nChanged 7
Iteration 318Q (8295.830000 sec): 42 clusters
  Score: Raw -117676881.297373 + Penalty 138362.130809 = -117538519.166563
  nChanged 6
Iteration 319Q (8304.730000 sec): 42 clusters
  Score: Raw -117676881.436379 + Penalty 138362.130809 = -117538519.305569
  nChanged 9
Iteration 320F (8346.060000 sec): 42 clusters
  Score: Raw -117677008.266901 + Penalty 138362.130809 = -117538646.136091
  nChanged 18
Iteration 321Q (8354.960000 sec): 42 clusters
  Score: Raw -117677174.756263 + Penalty 138362.130809 = -117538812.625453
  nChanged 10
Iteration 322Q (8363.860000 sec): 42 clusters
  Score: Raw -117677231.980774 + Penalty 138362.130809 = -117538869.849965
  nChanged 13
Iteration 323Q (8372.770000 sec): 42 clusters
  Score: Raw -117677280.197930 + Penalty 138362.130809 = -117538918.067120
  nChanged 16
Iteration 324Q (8381.530000 sec): 42 clusters
  Score: Raw -117677287.666872 + Penalty 138362.130809 = -117538925.536063
  nChanged 18
Iteration 325Q (8390.300000 sec): 42 clusters
  Score: Raw -117677288.039297 + Penalty 138362.130809 = -117538925.908488
  nChanged 16
Iteration 326Q (8399.060000 sec): 42 clusters
  Score: Raw -117677288.343193 + Penalty 138362.130809 = -117538926.212383
  nChanged 13
Iteration 327Q (8407.960000 sec): 42 clusters
  Score: Raw -117677288.537879 + Penalty 138362.130809 = -117538926.407070
  nChanged 13
Iteration 328Q (8416.870000 sec): 42 clusters
  Score: Raw -117677288.674743 + Penalty 138362.130809 = -117538926.543933
  nChanged 4
Iteration 329Q (8425.740000 sec): 42 clusters
  Score: Raw -117677288.740136 + Penalty 138362.130809 = -117538926.609327
  nChanged 4
Iteration 330Q (8434.630000 sec): 42 clusters
  Score: Raw -117677288.781520 + Penalty 138362.130809 = -117538926.650711
  nChanged 4
Iteration 331Q (8443.540000 sec): 42 clusters
  Score: Raw -117677288.819532 + Penalty 138362.130809 = -117538926.688723
  nChanged 2
Iteration 332Q (8452.450000 sec): 42 clusters
  Score: Raw -117677288.830301 + Penalty 138362.130809 = -117538926.699492
  nChanged 1
Iteration 333Q (8461.350000 sec): 42 clusters
  Score: Raw -117677288.845431 + Penalty 138362.130809 = -117538926.714621
  nChanged 0
Iteration 334F (8502.920000 sec): 42 clusters
  Score: Raw -117677310.571852 + Penalty 138362.130809 = -117538948.441043
  nChanged 2
Iteration 335Q (8511.830000 sec): 42 clusters
  Score: Raw -117677339.408091 + Penalty 138362.130809 = -117538977.277282
  nChanged 1
Iteration 336Q (8520.760000 sec): 42 clusters
  Score: Raw -117677360.731460 + Penalty 138362.130809 = -117538998.600651
  nChanged 0
Iteration 337F (8561.890000 sec): 42 clusters
  Score: Raw -117677390.306012 + Penalty 138362.130809 = -117539028.175203
  nChanged 1
Iteration 338Q (8570.770000 sec): 42 clusters
  Score: Raw -117677402.597731 + Penalty 138362.130809 = -117539040.466922
  nChanged 0
Writing temp clu file 
Because OldScore, -117539028.175203, is greater than current (better) Score,-117539040.466922 
 Compute initial score before splitting:   Score: Raw -117677402.597731 + Penalty 138362.130809 = -117539040.466922
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8570.930000 sec): 2 clusters
  Score: Raw -1048183.648990 + Penalty 2200.863096 = -1045982.785895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8570.960000 sec): 3 clusters
  Score: Raw -1044431.731057 + Penalty 4401.726192 = -1040030.004865
  nChanged 2867
		SP:Iteration 1F (8570.990000 sec): 3 clusters
  Score: Raw -1045901.178262 + Penalty 4401.726192 = -1041499.452070
  nChanged 532
		SP:Iteration 2F (8571.010000 sec): 3 clusters
  Score: Raw -1046168.338734 + Penalty 4401.726192 = -1041766.612542
  nChanged 370
		SP:Iteration 3F (8571.040000 sec): 3 clusters
  Score: Raw -1046331.406856 + Penalty 4401.726192 = -1041929.680664
  nChanged 271
		SP:Iteration 4Q (8571.060000 sec): 3 clusters
  Score: Raw -1046444.101567 + Penalty 4401.726192 = -1042042.375376
  nChanged 232
		SP:Iteration 5Q (8571.090000 sec): 3 clusters
  Score: Raw -1046538.625493 + Penalty 4401.726192 = -1042136.899301
  nChanged 178
		SP:Iteration 6Q (8571.110000 sec): 3 clusters
  Score: Raw -1046601.399918 + Penalty 4401.726192 = -1042199.673726
  nChanged 151
		SP:Iteration 7Q (8571.140000 sec): 3 clusters
  Score: Raw -1046654.008813 + Penalty 4401.726192 = -1042252.282621
  nChanged 126
		SP:Iteration 8Q (8571.170000 sec): 3 clusters
  Score: Raw -1046697.422545 + Penalty 4401.726192 = -1042295.696353
  nChanged 129
		SP:Iteration 9Q (8571.190000 sec): 3 clusters
  Score: Raw -1046742.107163 + Penalty 4401.726192 = -1042340.380971
  nChanged 112
		SP:Iteration 10Q (8571.220000 sec): 3 clusters
  Score: Raw -1046780.359132 + Penalty 4401.726192 = -1042378.632940
  nChanged 118
		SP:Iteration 11Q (8571.240000 sec): 3 clusters
  Score: Raw -1046822.178287 + Penalty 4401.726192 = -1042420.452096
  nChanged 128
		SP:Iteration 12Q (8571.270000 sec): 3 clusters
  Score: Raw -1046866.972658 + Penalty 4401.726192 = -1042465.246467
  nChanged 136
		SP:Iteration 13Q (8571.290000 sec): 3 clusters
  Score: Raw -1046916.283960 + Penalty 4401.726192 = -1042514.557768
  nChanged 146
		SP:Iteration 14Q (8571.320000 sec): 3 clusters
  Score: Raw -1046979.751332 + Penalty 4401.726192 = -1042578.025140
  nChanged 166
		SP:Iteration 15Q (8571.350000 sec): 3 clusters
  Score: Raw -1047056.142941 + Penalty 4401.726192 = -1042654.416750
  nChanged 168
		SP:Iteration 16Q (8571.370000 sec): 3 clusters
  Score: Raw -1047131.535821 + Penalty 4401.726192 = -1042729.809629
  nChanged 178
		SP:Iteration 17Q (8571.400000 sec): 3 clusters
  Score: Raw -1047204.948593 + Penalty 4401.726192 = -1042803.222402
  nChanged 157
		SP:Iteration 18Q (8571.430000 sec): 3 clusters
  Score: Raw -1047272.846932 + Penalty 4401.726192 = -1042871.120741
  nChanged 181
		SP:Iteration 19Q (8571.450000 sec): 3 clusters
  Score: Raw -1047356.392063 + Penalty 4401.726192 = -1042954.665871
  nChanged 180
		SP:Iteration 20F (8571.480000 sec): 3 clusters
  Score: Raw -1047444.630447 + Penalty 4401.726192 = -1043042.904255
  nChanged 177
		SP:Iteration 21Q (8571.500000 sec): 3 clusters
  Score: Raw -1047541.731634 + Penalty 4401.726192 = -1043140.005442
  nChanged 203
		SP:Iteration 22Q (8571.530000 sec): 3 clusters
  Score: Raw -1047654.511753 + Penalty 4401.726192 = -1043252.785561
  nChanged 180
		SP:Iteration 23Q (8571.550000 sec): 3 clusters
  Score: Raw -1047746.520739 + Penalty 4401.726192 = -1043344.794547
  nChanged 159
		SP:Iteration 24Q (8571.580000 sec): 3 clusters
  Score: Raw -1047823.554719 + Penalty 4401.726192 = -1043421.828527
  nChanged 133
		SP:Iteration 25Q (8571.610000 sec): 3 clusters
  Score: Raw -1047886.293779 + Penalty 4401.726192 = -1043484.567587
  nChanged 107
		SP:Iteration 26Q (8571.630000 sec): 3 clusters
  Score: Raw -1047934.806456 + Penalty 4401.726192 = -1043533.080265
  nChanged 94
		SP:Iteration 27Q (8571.660000 sec): 3 clusters
  Score: Raw -1047977.763381 + Penalty 4401.726192 = -1043576.037189
  nChanged 78
		SP:Iteration 28Q (8571.690000 sec): 3 clusters
  Score: Raw -1048011.055905 + Penalty 4401.726192 = -1043609.329713
  nChanged 76
		SP:Iteration 29Q (8571.710000 sec): 3 clusters
  Score: Raw -1048046.093998 + Penalty 4401.726192 = -1043644.367806
  nChanged 59
		SP:Iteration 30Q (8571.730000 sec): 3 clusters
  Score: Raw -1048076.215744 + Penalty 4401.726192 = -1043674.489553
  nChanged 57
		SP:Iteration 31Q (8571.760000 sec): 3 clusters
  Score: Raw -1048106.115473 + Penalty 4401.726192 = -1043704.389281
  nChanged 60
		SP:Iteration 32Q (8571.800000 sec): 3 clusters
  Score: Raw -1048142.786944 + Penalty 4401.726192 = -1043741.060752
  nChanged 62
		SP:Iteration 33Q (8571.830000 sec): 3 clusters
  Score: Raw -1048174.103547 + Penalty 4401.726192 = -1043772.377355
  nChanged 61
		SP:Iteration 34Q (8571.850000 sec): 3 clusters
  Score: Raw -1048203.826423 + Penalty 4401.726192 = -1043802.100231
  nChanged 44
		SP:Iteration 35Q (8571.870000 sec): 3 clusters
  Score: Raw -1048227.961706 + Penalty 4401.726192 = -1043826.235515
  nChanged 40
		SP:Iteration 36Q (8571.900000 sec): 3 clusters
  Score: Raw -1048244.815251 + Penalty 4401.726192 = -1043843.089059
  nChanged 25
		SP:Iteration 37Q (8571.920000 sec): 3 clusters
  Score: Raw -1048257.596238 + Penalty 4401.726192 = -1043855.870046
  nChanged 29
		SP:Iteration 38Q (8571.950000 sec): 3 clusters
  Score: Raw -1048271.984282 + Penalty 4401.726192 = -1043870.258090
  nChanged 18
		SP:Iteration 39Q (8571.970000 sec): 3 clusters
  Score: Raw -1048281.793630 + Penalty 4401.726192 = -1043880.067438
  nChanged 19
		SP:Iteration 40F (8572.000000 sec): 3 clusters
  Score: Raw -1048293.719182 + Penalty 4401.726192 = -1043891.992990
  nChanged 24
		SP:Iteration 41Q (8572.020000 sec): 3 clusters
  Score: Raw -1048309.417334 + Penalty 4401.726192 = -1043907.691142
  nChanged 17
		SP:Iteration 42Q (8572.050000 sec): 3 clusters
  Score: Raw -1048319.874824 + Penalty 4401.726192 = -1043918.148633
  nChanged 12
		SP:Iteration 43Q (8572.070000 sec): 3 clusters
  Score: Raw -1048326.667028 + Penalty 4401.726192 = -1043924.940836
  nChanged 14
		SP:Iteration 44Q (8572.090000 sec): 3 clusters
  Score: Raw -1048336.005817 + Penalty 4401.726192 = -1043934.279626
  nChanged 13
		SP:Iteration 45Q (8572.120000 sec): 3 clusters
  Score: Raw -1048343.787698 + Penalty 4401.726192 = -1043942.061507
  nChanged 11
		SP:Iteration 46Q (8572.140000 sec): 3 clusters
  Score: Raw -1048350.060147 + Penalty 4401.726192 = -1043948.333955
  nChanged 7
		SP:Iteration 47Q (8572.160000 sec): 3 clusters
  Score: Raw -1048353.606226 + Penalty 4401.726192 = -1043951.880035
  nChanged 4
		SP:Iteration 48Q (8572.190000 sec): 3 clusters
  Score: Raw -1048355.413515 + Penalty 4401.726192 = -1043953.687323
  nChanged 4
		SP:Iteration 49Q (8572.210000 sec): 3 clusters
  Score: Raw -1048357.978435 + Penalty 4401.726192 = -1043956.252243
  nChanged 5
		SP:Iteration 50Q (8572.230000 sec): 3 clusters
  Score: Raw -1048361.097943 + Penalty 4401.726192 = -1043959.371752
  nChanged 4
		SP:Iteration 51Q (8572.260000 sec): 3 clusters
  Score: Raw -1048364.192674 + Penalty 4401.726192 = -1043962.466482
  nChanged 7
		SP:Iteration 52Q (8572.280000 sec): 3 clusters
  Score: Raw -1048368.758751 + Penalty 4401.726192 = -1043967.032560
  nChanged 14
		SP:Iteration 53Q (8572.310000 sec): 3 clusters
  Score: Raw -1048378.921182 + Penalty 4401.726192 = -1043977.194990
  nChanged 15
		SP:Iteration 54Q (8572.330000 sec): 3 clusters
  Score: Raw -1048388.036210 + Penalty 4401.726192 = -1043986.310018
  nChanged 10
		SP:Iteration 55Q (8572.350000 sec): 3 clusters
  Score: Raw -1048394.005039 + Penalty 4401.726192 = -1043992.278847
  nChanged 5
		SP:Iteration 56Q (8572.370000 sec): 3 clusters
  Score: Raw -1048397.249611 + Penalty 4401.726192 = -1043995.523419
  nChanged 6
		SP:Iteration 57Q (8572.400000 sec): 3 clusters
  Score: Raw -1048401.645003 + Penalty 4401.726192 = -1043999.918812
  nChanged 8
		SP:Iteration 58Q (8572.420000 sec): 3 clusters
  Score: Raw -1048406.763784 + Penalty 4401.726192 = -1044005.037593
  nChanged 7
		SP:Iteration 59Q (8572.440000 sec): 3 clusters
  Score: Raw -1048413.873521 + Penalty 4401.726192 = -1044012.147329
  nChanged 5
		SP:Iteration 60F (8572.470000 sec): 3 clusters
  Score: Raw -1048416.433002 + Penalty 4401.726192 = -1044014.706811
  nChanged 7
		SP:Iteration 61Q (8572.490000 sec): 3 clusters
  Score: Raw -1048421.994072 + Penalty 4401.726192 = -1044020.267881
  nChanged 6
		SP:Iteration 62Q (8572.510000 sec): 3 clusters
  Score: Raw -1048425.323147 + Penalty 4401.726192 = -1044023.596955
  nChanged 3
		SP:Iteration 63Q (8572.540000 sec): 3 clusters
  Score: Raw -1048427.398584 + Penalty 4401.726192 = -1044025.672393
  nChanged 5
		SP:Iteration 64Q (8572.560000 sec): 3 clusters
  Score: Raw -1048431.615888 + Penalty 4401.726192 = -1044029.889696
  nChanged 6
		SP:Iteration 65Q (8572.580000 sec): 3 clusters
  Score: Raw -1048436.855863 + Penalty 4401.726192 = -1044035.129671
  nChanged 6
		SP:Iteration 66Q (8572.610000 sec): 3 clusters
  Score: Raw -1048441.642292 + Penalty 4401.726192 = -1044039.916100
  nChanged 8
		SP:Iteration 67Q (8572.630000 sec): 3 clusters
  Score: Raw -1048449.116318 + Penalty 4401.726192 = -1044047.390126
  nChanged 7
		SP:Iteration 68Q (8572.650000 sec): 3 clusters
  Score: Raw -1048451.950037 + Penalty 4401.726192 = -1044050.223845
  nChanged 3
		SP:Iteration 69Q (8572.670000 sec): 3 clusters
  Score: Raw -1048453.195340 + Penalty 4401.726192 = -1044051.469148
  nChanged 3
		SP:Iteration 70Q (8572.700000 sec): 3 clusters
  Score: Raw -1048455.736304 + Penalty 4401.726192 = -1044054.010113
  nChanged 5
		SP:Iteration 71Q (8572.720000 sec): 3 clusters
  Score: Raw -1048459.640120 + Penalty 4401.726192 = -1044057.913928
  nChanged 6
		SP:Iteration 72Q (8572.740000 sec): 3 clusters
  Score: Raw -1048463.017348 + Penalty 4401.726192 = -1044061.291156
  nChanged 2
		SP:Iteration 73Q (8572.770000 sec): 3 clusters
  Score: Raw -1048464.978434 + Penalty 4401.726192 = -1044063.252243
  nChanged 4
		SP:Iteration 74Q (8572.790000 sec): 3 clusters
  Score: Raw -1048467.490413 + Penalty 4401.726192 = -1044065.764222
  nChanged 3
		SP:Iteration 75Q (8572.810000 sec): 3 clusters
  Score: Raw -1048468.690737 + Penalty 4401.726192 = -1044066.964545
  nChanged 0
		SP:Iteration 76F (8572.830000 sec): 3 clusters
  Score: Raw -1048468.690737 + Penalty 4401.726192 = -1044066.964545
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8572.860000 sec): 2 clusters
  Score: Raw -1106221.456500 + Penalty 2217.924743 = -1104003.531757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8572.890000 sec): 3 clusters
  Score: Raw -1102246.538105 + Penalty 4435.849487 = -1097810.688618
  nChanged 3103
		SP:Iteration 1F (8572.910000 sec): 3 clusters
  Score: Raw -1103887.081682 + Penalty 4435.849487 = -1099451.232196
  nChanged 586
		SP:Iteration 2F (8572.940000 sec): 3 clusters
  Score: Raw -1104225.015172 + Penalty 4435.849487 = -1099789.165686
  nChanged 458
		SP:Iteration 3F (8572.970000 sec): 3 clusters
  Score: Raw -1104484.592255 + Penalty 4435.849487 = -1100048.742768
  nChanged 354
		SP:Iteration 4Q (8572.990000 sec): 3 clusters
  Score: Raw -1104677.290858 + Penalty 4435.849487 = -1100241.441372
  nChanged 318
		SP:Iteration 5Q (8573.020000 sec): 3 clusters
  Score: Raw -1104829.014360 + Penalty 4435.849487 = -1100393.164873
  nChanged 255
		SP:Iteration 6Q (8573.050000 sec): 3 clusters
  Score: Raw -1104951.309083 + Penalty 4435.849487 = -1100515.459596
  nChanged 222
		SP:Iteration 7Q (8573.070000 sec): 3 clusters
  Score: Raw -1105054.002772 + Penalty 4435.849487 = -1100618.153285
  nChanged 211
		SP:Iteration 8Q (8573.100000 sec): 3 clusters
  Score: Raw -1105155.140271 + Penalty 4435.849487 = -1100719.290784
  nChanged 209
		SP:Iteration 9Q (8573.130000 sec): 3 clusters
  Score: Raw -1105260.103125 + Penalty 4435.849487 = -1100824.253638
  nChanged 200
		SP:Iteration 10Q (8573.150000 sec): 3 clusters
  Score: Raw -1105363.290951 + Penalty 4435.849487 = -1100927.441464
  nChanged 211
		SP:Iteration 11Q (8573.180000 sec): 3 clusters
  Score: Raw -1105471.414152 + Penalty 4435.849487 = -1101035.564665
  nChanged 191
		SP:Iteration 12Q (8573.210000 sec): 3 clusters
  Score: Raw -1105568.840416 + Penalty 4435.849487 = -1101132.990929
  nChanged 176
		SP:Iteration 13Q (8573.230000 sec): 3 clusters
  Score: Raw -1105651.980213 + Penalty 4435.849487 = -1101216.130726
  nChanged 166
		SP:Iteration 14Q (8573.260000 sec): 3 clusters
  Score: Raw -1105737.612345 + Penalty 4435.849487 = -1101301.762858
  nChanged 179
		SP:Iteration 15Q (8573.290000 sec): 3 clusters
  Score: Raw -1105829.150206 + Penalty 4435.849487 = -1101393.300720
  nChanged 155
		SP:Iteration 16Q (8573.310000 sec): 3 clusters
  Score: Raw -1105895.146978 + Penalty 4435.849487 = -1101459.297491
  nChanged 107
		SP:Iteration 17Q (8573.340000 sec): 3 clusters
  Score: Raw -1105941.052978 + Penalty 4435.849487 = -1101505.203492
  nChanged 100
		SP:Iteration 18Q (8573.370000 sec): 3 clusters
  Score: Raw -1105985.337908 + Penalty 4435.849487 = -1101549.488421
  nChanged 98
		SP:Iteration 19Q (8573.390000 sec): 3 clusters
  Score: Raw -1106025.675989 + Penalty 4435.849487 = -1101589.826502
  nChanged 80
		SP:Iteration 20F (8573.420000 sec): 3 clusters
  Score: Raw -1106060.547673 + Penalty 4435.849487 = -1101624.698186
  nChanged 84
		SP:Iteration 21Q (8573.440000 sec): 3 clusters
  Score: Raw -1106093.521777 + Penalty 4435.849487 = -1101657.672291
  nChanged 71
		SP:Iteration 22Q (8573.470000 sec): 3 clusters
  Score: Raw -1106116.702120 + Penalty 4435.849487 = -1101680.852633
  nChanged 61
		SP:Iteration 23Q (8573.490000 sec): 3 clusters
  Score: Raw -1106138.287239 + Penalty 4435.849487 = -1101702.437752
  nChanged 57
		SP:Iteration 24Q (8573.520000 sec): 3 clusters
  Score: Raw -1106157.301640 + Penalty 4435.849487 = -1101721.452153
  nChanged 49
		SP:Iteration 25Q (8573.550000 sec): 3 clusters
  Score: Raw -1106171.849832 + Penalty 4435.849487 = -1101736.000345
  nChanged 41
		SP:Iteration 26Q (8573.570000 sec): 3 clusters
  Score: Raw -1106185.017972 + Penalty 4435.849487 = -1101749.168485
  nChanged 52
		SP:Iteration 27Q (8573.590000 sec): 3 clusters
  Score: Raw -1106200.819244 + Penalty 4435.849487 = -1101764.969757
  nChanged 41
		SP:Iteration 28Q (8573.620000 sec): 3 clusters
  Score: Raw -1106216.231362 + Penalty 4435.849487 = -1101780.381875
  nChanged 45
		SP:Iteration 29Q (8573.650000 sec): 3 clusters
  Score: Raw -1106232.425422 + Penalty 4435.849487 = -1101796.575935
  nChanged 50
		SP:Iteration 30Q (8573.670000 sec): 3 clusters
  Score: Raw -1106254.268676 + Penalty 4435.849487 = -1101818.419189
  nChanged 53
		SP:Iteration 31Q (8573.690000 sec): 3 clusters
  Score: Raw -1106273.112978 + Penalty 4435.849487 = -1101837.263491
  nChanged 40
		SP:Iteration 32Q (8573.720000 sec): 3 clusters
  Score: Raw -1106286.591392 + Penalty 4435.849487 = -1101850.741905
  nChanged 34
		SP:Iteration 33Q (8573.750000 sec): 3 clusters
  Score: Raw -1106296.345783 + Penalty 4435.849487 = -1101860.496296
  nChanged 27
		SP:Iteration 34Q (8573.770000 sec): 3 clusters
  Score: Raw -1106305.902187 + Penalty 4435.849487 = -1101870.052700
  nChanged 34
		SP:Iteration 35Q (8573.790000 sec): 3 clusters
  Score: Raw -1106317.046410 + Penalty 4435.849487 = -1101881.196923
  nChanged 28
		SP:Iteration 36Q (8573.820000 sec): 3 clusters
  Score: Raw -1106325.768581 + Penalty 4435.849487 = -1101889.919094
  nChanged 21
		SP:Iteration 37Q (8573.850000 sec): 3 clusters
  Score: Raw -1106331.991425 + Penalty 4435.849487 = -1101896.141938
  nChanged 27
		SP:Iteration 38Q (8573.870000 sec): 3 clusters
  Score: Raw -1106339.206951 + Penalty 4435.849487 = -1101903.357464
  nChanged 23
		SP:Iteration 39Q (8573.890000 sec): 3 clusters
  Score: Raw -1106346.817645 + Penalty 4435.849487 = -1101910.968159
  nChanged 26
		SP:Iteration 40F (8573.920000 sec): 3 clusters
  Score: Raw -1106354.687404 + Penalty 4435.849487 = -1101918.837917
  nChanged 29
		SP:Iteration 41Q (8573.950000 sec): 3 clusters
  Score: Raw -1106361.686351 + Penalty 4435.849487 = -1101925.836864
  nChanged 32
		SP:Iteration 42Q (8573.970000 sec): 3 clusters
  Score: Raw -1106372.416633 + Penalty 4435.849487 = -1101936.567146
  nChanged 29
		SP:Iteration 43Q (8573.990000 sec): 3 clusters
  Score: Raw -1106380.929139 + Penalty 4435.849487 = -1101945.079652
  nChanged 20
		SP:Iteration 44Q (8574.020000 sec): 3 clusters
  Score: Raw -1106385.724969 + Penalty 4435.849487 = -1101949.875482
  nChanged 18
		SP:Iteration 45Q (8574.040000 sec): 3 clusters
  Score: Raw -1106392.793914 + Penalty 4435.849487 = -1101956.944427
  nChanged 23
		SP:Iteration 46Q (8574.070000 sec): 3 clusters
  Score: Raw -1106399.758324 + Penalty 4435.849487 = -1101963.908837
  nChanged 25
		SP:Iteration 47Q (8574.090000 sec): 3 clusters
  Score: Raw -1106407.427134 + Penalty 4435.849487 = -1101971.577647
  nChanged 28
		SP:Iteration 48Q (8574.110000 sec): 3 clusters
  Score: Raw -1106417.400322 + Penalty 4435.849487 = -1101981.550835
  nChanged 32
		SP:Iteration 49Q (8574.140000 sec): 3 clusters
  Score: Raw -1106428.355474 + Penalty 4435.849487 = -1101992.505987
  nChanged 25
		SP:Iteration 50Q (8574.160000 sec): 3 clusters
  Score: Raw -1106435.379268 + Penalty 4435.849487 = -1101999.529781
  nChanged 22
		SP:Iteration 51Q (8574.190000 sec): 3 clusters
  Score: Raw -1106441.699734 + Penalty 4435.849487 = -1102005.850248
  nChanged 24
		SP:Iteration 52Q (8574.210000 sec): 3 clusters
  Score: Raw -1106450.389318 + Penalty 4435.849487 = -1102014.539831
  nChanged 30
		SP:Iteration 53Q (8574.230000 sec): 3 clusters
  Score: Raw -1106463.336278 + Penalty 4435.849487 = -1102027.486791
  nChanged 33
		SP:Iteration 54Q (8574.260000 sec): 3 clusters
  Score: Raw -1106476.834742 + Penalty 4435.849487 = -1102040.985255
  nChanged 32
		SP:Iteration 55Q (8574.280000 sec): 3 clusters
  Score: Raw -1106489.269682 + Penalty 4435.849487 = -1102053.420195
  nChanged 31
		SP:Iteration 56Q (8574.310000 sec): 3 clusters
  Score: Raw -1106502.674559 + Penalty 4435.849487 = -1102066.825072
  nChanged 30
		SP:Iteration 57Q (8574.330000 sec): 3 clusters
  Score: Raw -1106513.495407 + Penalty 4435.849487 = -1102077.645920
  nChanged 28
		SP:Iteration 58Q (8574.350000 sec): 3 clusters
  Score: Raw -1106525.401234 + Penalty 4435.849487 = -1102089.551747
  nChanged 23
		SP:Iteration 59Q (8574.380000 sec): 3 clusters
  Score: Raw -1106532.343900 + Penalty 4435.849487 = -1102096.494414
  nChanged 21
		SP:Iteration 60F (8574.400000 sec): 3 clusters
  Score: Raw -1106541.816663 + Penalty 4435.849487 = -1102105.967176
  nChanged 26
		SP:Iteration 61Q (8574.430000 sec): 3 clusters
  Score: Raw -1106552.776481 + Penalty 4435.849487 = -1102116.926994
  nChanged 32
		SP:Iteration 62Q (8574.450000 sec): 3 clusters
  Score: Raw -1106566.570172 + Penalty 4435.849487 = -1102130.720685
  nChanged 23
		SP:Iteration 63Q (8574.470000 sec): 3 clusters
  Score: Raw -1106577.531609 + Penalty 4435.849487 = -1102141.682123
  nChanged 25
		SP:Iteration 64Q (8574.500000 sec): 3 clusters
  Score: Raw -1106587.859436 + Penalty 4435.849487 = -1102152.009949
  nChanged 26
		SP:Iteration 65Q (8574.520000 sec): 3 clusters
  Score: Raw -1106600.121168 + Penalty 4435.849487 = -1102164.271682
  nChanged 29
		SP:Iteration 66Q (8574.540000 sec): 3 clusters
  Score: Raw -1106617.359139 + Penalty 4435.849487 = -1102181.509652
  nChanged 39
		SP:Iteration 67Q (8574.570000 sec): 3 clusters
  Score: Raw -1106635.119974 + Penalty 4435.849487 = -1102199.270487
  nChanged 32
		SP:Iteration 68Q (8574.590000 sec): 3 clusters
  Score: Raw -1106653.867330 + Penalty 4435.849487 = -1102218.017843
  nChanged 30
		SP:Iteration 69Q (8574.610000 sec): 3 clusters
  Score: Raw -1106669.216020 + Penalty 4435.849487 = -1102233.366533
  nChanged 27
		SP:Iteration 70Q (8574.630000 sec): 3 clusters
  Score: Raw -1106681.509726 + Penalty 4435.849487 = -1102245.660239
  nChanged 30
		SP:Iteration 71Q (8574.660000 sec): 3 clusters
  Score: Raw -1106697.790979 + Penalty 4435.849487 = -1102261.941492
  nChanged 29
		SP:Iteration 72Q (8574.680000 sec): 3 clusters
  Score: Raw -1106710.109032 + Penalty 4435.849487 = -1102274.259545
  nChanged 24
		SP:Iteration 73Q (8574.700000 sec): 3 clusters
  Score: Raw -1106721.879336 + Penalty 4435.849487 = -1102286.029850
  nChanged 23
		SP:Iteration 74Q (8574.720000 sec): 3 clusters
  Score: Raw -1106732.851793 + Penalty 4435.849487 = -1102297.002307
  nChanged 20
		SP:Iteration 75Q (8574.750000 sec): 3 clusters
  Score: Raw -1106742.176809 + Penalty 4435.849487 = -1102306.327322
  nChanged 20
		SP:Iteration 76Q (8574.770000 sec): 3 clusters
  Score: Raw -1106752.320677 + Penalty 4435.849487 = -1102316.471190
  nChanged 17
		SP:Iteration 77Q (8574.790000 sec): 3 clusters
  Score: Raw -1106758.719699 + Penalty 4435.849487 = -1102322.870212
  nChanged 11
		SP:Iteration 78Q (8574.810000 sec): 3 clusters
  Score: Raw -1106762.511220 + Penalty 4435.849487 = -1102326.661733
  nChanged 13
		SP:Iteration 79Q (8574.830000 sec): 3 clusters
  Score: Raw -1106768.441492 + Penalty 4435.849487 = -1102332.592005
  nChanged 14
		SP:Iteration 80F (8574.860000 sec): 3 clusters
  Score: Raw -1106773.017206 + Penalty 4435.849487 = -1102337.167719
  nChanged 9
		SP:Iteration 81Q (8574.880000 sec): 3 clusters
  Score: Raw -1106777.604436 + Penalty 4435.849487 = -1102341.754949
  nChanged 10
		SP:Iteration 82Q (8574.910000 sec): 3 clusters
  Score: Raw -1106781.503638 + Penalty 4435.849487 = -1102345.654152
  nChanged 5
		SP:Iteration 83Q (8574.930000 sec): 3 clusters
  Score: Raw -1106782.839337 + Penalty 4435.849487 = -1102346.989850
  nChanged 4
		SP:Iteration 84Q (8574.950000 sec): 3 clusters
  Score: Raw -1106784.487160 + Penalty 4435.849487 = -1102348.637673
  nChanged 6
		SP:Iteration 85Q (8574.970000 sec): 3 clusters
  Score: Raw -1106786.974047 + Penalty 4435.849487 = -1102351.124560
  nChanged 6
		SP:Iteration 86Q (8574.990000 sec): 3 clusters
  Score: Raw -1106788.870878 + Penalty 4435.849487 = -1102353.021391
  nChanged 3
		SP:Iteration 87Q (8575.020000 sec): 3 clusters
  Score: Raw -1106789.554410 + Penalty 4435.849487 = -1102353.704923
  nChanged 0
		SP:Iteration 88F (8575.040000 sec): 3 clusters
  Score: Raw -1106789.554410 + Penalty 4435.849487 = -1102353.704923
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8575.130000 sec): 2 clusters
  Score: Raw -4024112.096684 + Penalty 2532.694661 = -4021579.402023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8575.230000 sec): 3 clusters
  Score: Raw -4007901.053187 + Penalty 5065.389321 = -4002835.663866
  nChanged 12271
		SP:Iteration 1F (8575.330000 sec): 3 clusters
  Score: Raw -4014304.484709 + Penalty 5065.389321 = -4009239.095387
  nChanged 1296
		SP:Iteration 2Q (8575.430000 sec): 3 clusters
  Score: Raw -4014704.290940 + Penalty 5065.389321 = -4009638.901618
  nChanged 1129
		SP:Iteration 3Q (8575.530000 sec): 3 clusters
  Score: Raw -4015040.531056 + Penalty 5065.389321 = -4009975.141735
  nChanged 1016
		SP:Iteration 4Q (8575.630000 sec): 3 clusters
  Score: Raw -4015324.939549 + Penalty 5065.389321 = -4010259.550228
  nChanged 894
		SP:Iteration 5Q (8575.740000 sec): 3 clusters
  Score: Raw -4015581.957350 + Penalty 5065.389321 = -4010516.568029
  nChanged 852
		SP:Iteration 6Q (8575.840000 sec): 3 clusters
  Score: Raw -4015844.894236 + Penalty 5065.389321 = -4010779.504915
  nChanged 890
		SP:Iteration 7Q (8575.940000 sec): 3 clusters
  Score: Raw -4016153.517596 + Penalty 5065.389321 = -4011088.128275
  nChanged 986
		SP:Iteration 8Q (8576.040000 sec): 3 clusters
  Score: Raw -4016547.095819 + Penalty 5065.389321 = -4011481.706497
  nChanged 1140
		SP:Iteration 9Q (8576.140000 sec): 3 clusters
  Score: Raw -4017091.384030 + Penalty 5065.389321 = -4012025.994708
  nChanged 1384
		SP:Iteration 10F (8576.230000 sec): 3 clusters
  Score: Raw -4017910.807849 + Penalty 5065.389321 = -4012845.418528
  nChanged 1686
		SP:Iteration 11F (8576.330000 sec): 3 clusters
  Score: Raw -4019122.481658 + Penalty 5065.389321 = -4014057.092337
  nChanged 1766
		SP:Iteration 12F (8576.420000 sec): 3 clusters
  Score: Raw -4020554.104907 + Penalty 5065.389321 = -4015488.715586
  nChanged 1638
		SP:Iteration 13F (8576.510000 sec): 3 clusters
  Score: Raw -4022018.912853 + Penalty 5065.389321 = -4016953.523532
  nChanged 1189
		SP:Iteration 14Q (8576.600000 sec): 3 clusters
  Score: Raw -4023103.117804 + Penalty 5065.389321 = -4018037.728482
  nChanged 691
		SP:Iteration 15Q (8576.690000 sec): 3 clusters
  Score: Raw -4023750.844906 + Penalty 5065.389321 = -4018685.455585
  nChanged 348
		SP:Iteration 16Q (8576.760000 sec): 3 clusters
  Score: Raw -4024071.942234 + Penalty 5065.389321 = -4019006.552913
  nChanged 170
		SP:Iteration 17Q (8576.830000 sec): 3 clusters
  Score: Raw -4024238.268289 + Penalty 5065.389321 = -4019172.878968
  nChanged 96
		SP:Iteration 18Q (8576.900000 sec): 3 clusters
  Score: Raw -4024337.478425 + Penalty 5065.389321 = -4019272.089103
  nChanged 59
		SP:Iteration 19Q (8576.970000 sec): 3 clusters
  Score: Raw -4024396.296202 + Penalty 5065.389321 = -4019330.906881
  nChanged 40
		SP:Iteration 20F (8577.070000 sec): 3 clusters
  Score: Raw -4024432.380105 + Penalty 5065.389321 = -4019366.990784
  nChanged 27
		SP:Iteration 21Q (8577.130000 sec): 3 clusters
  Score: Raw -4024459.321632 + Penalty 5065.389321 = -4019393.932311
  nChanged 23
		SP:Iteration 22Q (8577.200000 sec): 3 clusters
  Score: Raw -4024477.687624 + Penalty 5065.389321 = -4019412.298303
  nChanged 21
		SP:Iteration 23Q (8577.270000 sec): 3 clusters
  Score: Raw -4024493.606450 + Penalty 5065.389321 = -4019428.217128
  nChanged 11
		SP:Iteration 24Q (8577.330000 sec): 3 clusters
  Score: Raw -4024501.707234 + Penalty 5065.389321 = -4019436.317913
  nChanged 8
		SP:Iteration 25Q (8577.400000 sec): 3 clusters
  Score: Raw -4024508.094325 + Penalty 5065.389321 = -4019442.705004
  nChanged 3
		SP:Iteration 26Q (8577.470000 sec): 3 clusters
  Score: Raw -4024510.152543 + Penalty 5065.389321 = -4019444.763222
  nChanged 1
		SP:Iteration 27Q (8577.540000 sec): 3 clusters
  Score: Raw -4024511.333131 + Penalty 5065.389321 = -4019445.943809
  nChanged 0
		SP:Iteration 28F (8577.630000 sec): 3 clusters
  Score: Raw -4024511.333131 + Penalty 5065.389321 = -4019445.943809
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8577.710000 sec): 2 clusters
  Score: Raw -3338101.850046 + Penalty 2502.075052 = -3335599.774994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8577.790000 sec): 3 clusters
  Score: Raw -3324002.424596 + Penalty 5004.150104 = -3318998.274492
  nChanged 10635
		SP:Iteration 1F (8577.880000 sec): 3 clusters
  Score: Raw -3329957.080198 + Penalty 5004.150104 = -3324952.930094
  nChanged 1308
		SP:Iteration 2F (8577.960000 sec): 3 clusters
  Score: Raw -3330495.463546 + Penalty 5004.150104 = -3325491.313442
  nChanged 1207
		SP:Iteration 3F (8578.050000 sec): 3 clusters
  Score: Raw -3331003.770349 + Penalty 5004.150104 = -3325999.620245
  nChanged 1138
		SP:Iteration 4Q (8578.130000 sec): 3 clusters
  Score: Raw -3331471.811964 + Penalty 5004.150104 = -3326467.661860
  nChanged 1035
		SP:Iteration 5Q (8578.220000 sec): 3 clusters
  Score: Raw -3331898.261521 + Penalty 5004.150104 = -3326894.111417
  nChanged 1004
		SP:Iteration 6Q (8578.310000 sec): 3 clusters
  Score: Raw -3332299.940681 + Penalty 5004.150104 = -3327295.790577
  nChanged 925
		SP:Iteration 7Q (8578.390000 sec): 3 clusters
  Score: Raw -3332688.323075 + Penalty 5004.150104 = -3327684.172971
  nChanged 911
		SP:Iteration 8Q (8578.480000 sec): 3 clusters
  Score: Raw -3333111.896710 + Penalty 5004.150104 = -3328107.746606
  nChanged 913
		SP:Iteration 9Q (8578.570000 sec): 3 clusters
  Score: Raw -3333577.601537 + Penalty 5004.150104 = -3328573.451433
  nChanged 901
		SP:Iteration 10Q (8578.660000 sec): 3 clusters
  Score: Raw -3334049.129650 + Penalty 5004.150104 = -3329044.979545
  nChanged 874
		SP:Iteration 11Q (8578.750000 sec): 3 clusters
  Score: Raw -3334566.321731 + Penalty 5004.150104 = -3329562.171626
  nChanged 852
		SP:Iteration 12Q (8578.830000 sec): 3 clusters
  Score: Raw -3335088.454639 + Penalty 5004.150104 = -3330084.304535
  nChanged 831
		SP:Iteration 13Q (8578.920000 sec): 3 clusters
  Score: Raw -3335568.199634 + Penalty 5004.150104 = -3330564.049529
  nChanged 719
		SP:Iteration 14Q (8579.010000 sec): 3 clusters
  Score: Raw -3335933.336871 + Penalty 5004.150104 = -3330929.186767
  nChanged 531
		SP:Iteration 15Q (8579.090000 sec): 3 clusters
  Score: Raw -3336153.020010 + Penalty 5004.150104 = -3331148.869906
  nChanged 437
		SP:Iteration 16Q (8579.170000 sec): 3 clusters
  Score: Raw -3336322.626916 + Penalty 5004.150104 = -3331318.476811
  nChanged 365
		SP:Iteration 17Q (8579.250000 sec): 3 clusters
  Score: Raw -3336467.980366 + Penalty 5004.150104 = -3331463.830262
  nChanged 355
		SP:Iteration 18Q (8579.330000 sec): 3 clusters
  Score: Raw -3336604.553498 + Penalty 5004.150104 = -3331600.403393
  nChanged 351
		SP:Iteration 19Q (8579.410000 sec): 3 clusters
  Score: Raw -3336742.958467 + Penalty 5004.150104 = -3331738.808362
  nChanged 330
		SP:Iteration 20F (8579.490000 sec): 3 clusters
  Score: Raw -3336858.101740 + Penalty 5004.150104 = -3331853.951635
  nChanged 301
		SP:Iteration 21Q (8579.570000 sec): 3 clusters
  Score: Raw -3336960.679839 + Penalty 5004.150104 = -3331956.529735
  nChanged 275
		SP:Iteration 22Q (8579.640000 sec): 3 clusters
  Score: Raw -3337054.662185 + Penalty 5004.150104 = -3332050.512081
  nChanged 274
		SP:Iteration 23Q (8579.720000 sec): 3 clusters
  Score: Raw -3337157.980762 + Penalty 5004.150104 = -3332153.830658
  nChanged 248
		SP:Iteration 24Q (8579.790000 sec): 3 clusters
  Score: Raw -3337243.734430 + Penalty 5004.150104 = -3332239.584326
  nChanged 233
		SP:Iteration 25Q (8579.870000 sec): 3 clusters
  Score: Raw -3337321.060851 + Penalty 5004.150104 = -3332316.910747
  nChanged 245
		SP:Iteration 26Q (8579.950000 sec): 3 clusters
  Score: Raw -3337405.816780 + Penalty 5004.150104 = -3332401.666676
  nChanged 219
		SP:Iteration 27Q (8580.030000 sec): 3 clusters
  Score: Raw -3337472.532096 + Penalty 5004.150104 = -3332468.381991
  nChanged 185
		SP:Iteration 28Q (8580.100000 sec): 3 clusters
  Score: Raw -3337525.394362 + Penalty 5004.150104 = -3332521.244258
  nChanged 179
		SP:Iteration 29Q (8580.170000 sec): 3 clusters
  Score: Raw -3337576.637937 + Penalty 5004.150104 = -3332572.487833
  nChanged 164
		SP:Iteration 30Q (8580.250000 sec): 3 clusters
  Score: Raw -3337619.830796 + Penalty 5004.150104 = -3332615.680692
  nChanged 165
		SP:Iteration 31Q (8580.330000 sec): 3 clusters
  Score: Raw -3337670.569304 + Penalty 5004.150104 = -3332666.419200
  nChanged 166
		SP:Iteration 32Q (8580.400000 sec): 3 clusters
  Score: Raw -3337717.212000 + Penalty 5004.150104 = -3332713.061896
  nChanged 155
		SP:Iteration 33Q (8580.470000 sec): 3 clusters
  Score: Raw -3337760.134413 + Penalty 5004.150104 = -3332755.984309
  nChanged 141
		SP:Iteration 34Q (8580.550000 sec): 3 clusters
  Score: Raw -3337804.666007 + Penalty 5004.150104 = -3332800.515903
  nChanged 166
		SP:Iteration 35Q (8580.620000 sec): 3 clusters
  Score: Raw -3337862.616541 + Penalty 5004.150104 = -3332858.466437
  nChanged 160
		SP:Iteration 36Q (8580.690000 sec): 3 clusters
  Score: Raw -3337917.905978 + Penalty 5004.150104 = -3332913.755873
  nChanged 142
		SP:Iteration 37Q (8580.770000 sec): 3 clusters
  Score: Raw -3337966.640148 + Penalty 5004.150104 = -3332962.490044
  nChanged 142
		SP:Iteration 38Q (8580.840000 sec): 3 clusters
  Score: Raw -3338008.941754 + Penalty 5004.150104 = -3333004.791649
  nChanged 123
		SP:Iteration 39Q (8580.910000 sec): 3 clusters
  Score: Raw -3338049.680167 + Penalty 5004.150104 = -3333045.530063
  nChanged 105
		SP:Iteration 40F (8581.000000 sec): 3 clusters
  Score: Raw -3338082.285901 + Penalty 5004.150104 = -3333078.135797
  nChanged 114
		SP:Iteration 41Q (8581.070000 sec): 3 clusters
  Score: Raw -3338120.519193 + Penalty 5004.150104 = -3333116.369089
  nChanged 89
		SP:Iteration 42Q (8581.140000 sec): 3 clusters
  Score: Raw -3338150.493460 + Penalty 5004.150104 = -3333146.343356
  nChanged 91
		SP:Iteration 43Q (8581.210000 sec): 3 clusters
  Score: Raw -3338183.265680 + Penalty 5004.150104 = -3333179.115576
  nChanged 76
		SP:Iteration 44Q (8581.270000 sec): 3 clusters
  Score: Raw -3338210.204261 + Penalty 5004.150104 = -3333206.054157
  nChanged 75
		SP:Iteration 45Q (8581.340000 sec): 3 clusters
  Score: Raw -3338232.112921 + Penalty 5004.150104 = -3333227.962817
  nChanged 81
		SP:Iteration 46Q (8581.410000 sec): 3 clusters
  Score: Raw -3338259.142424 + Penalty 5004.150104 = -3333254.992320
  nChanged 82
		SP:Iteration 47Q (8581.480000 sec): 3 clusters
  Score: Raw -3338292.482232 + Penalty 5004.150104 = -3333288.332128
  nChanged 82
		SP:Iteration 48Q (8581.550000 sec): 3 clusters
  Score: Raw -3338320.860382 + Penalty 5004.150104 = -3333316.710277
  nChanged 77
		SP:Iteration 49Q (8581.620000 sec): 3 clusters
  Score: Raw -3338341.373924 + Penalty 5004.150104 = -3333337.223820
  nChanged 52
		SP:Iteration 50Q (8581.680000 sec): 3 clusters
  Score: Raw -3338354.668711 + Penalty 5004.150104 = -3333350.518607
  nChanged 41
		SP:Iteration 51Q (8581.750000 sec): 3 clusters
  Score: Raw -3338364.122180 + Penalty 5004.150104 = -3333359.972076
  nChanged 36
		SP:Iteration 52Q (8581.820000 sec): 3 clusters
  Score: Raw -3338372.569597 + Penalty 5004.150104 = -3333368.419493
  nChanged 34
		SP:Iteration 53Q (8581.880000 sec): 3 clusters
  Score: Raw -3338380.103225 + Penalty 5004.150104 = -3333375.953121
  nChanged 36
		SP:Iteration 54Q (8581.950000 sec): 3 clusters
  Score: Raw -3338388.146954 + Penalty 5004.150104 = -3333383.996849
  nChanged 19
		SP:Iteration 55Q (8582.010000 sec): 3 clusters
  Score: Raw -3338392.531027 + Penalty 5004.150104 = -3333388.380922
  nChanged 18
		SP:Iteration 56Q (8582.080000 sec): 3 clusters
  Score: Raw -3338397.729134 + Penalty 5004.150104 = -3333393.579029
  nChanged 22
		SP:Iteration 57Q (8582.140000 sec): 3 clusters
  Score: Raw -3338402.961344 + Penalty 5004.150104 = -3333398.811240
  nChanged 20
		SP:Iteration 58Q (8582.210000 sec): 3 clusters
  Score: Raw -3338407.668865 + Penalty 5004.150104 = -3333403.518760
  nChanged 23
		SP:Iteration 59Q (8582.280000 sec): 3 clusters
  Score: Raw -3338412.253454 + Penalty 5004.150104 = -3333408.103349
  nChanged 16
		SP:Iteration 60F (8582.360000 sec): 3 clusters
  Score: Raw -3338415.188547 + Penalty 5004.150104 = -3333411.038443
  nChanged 13
		SP:Iteration 61Q (8582.420000 sec): 3 clusters
  Score: Raw -3338418.956863 + Penalty 5004.150104 = -3333414.806759
  nChanged 24
		SP:Iteration 62Q (8582.490000 sec): 3 clusters
  Score: Raw -3338425.136702 + Penalty 5004.150104 = -3333420.986598
  nChanged 16
		SP:Iteration 63Q (8582.560000 sec): 3 clusters
  Score: Raw -3338428.787490 + Penalty 5004.150104 = -3333424.637386
  nChanged 10
		SP:Iteration 64Q (8582.620000 sec): 3 clusters
  Score: Raw -3338430.600549 + Penalty 5004.150104 = -3333426.450445
  nChanged 6
		SP:Iteration 65Q (8582.690000 sec): 3 clusters
  Score: Raw -3338431.547169 + Penalty 5004.150104 = -3333427.397065
  nChanged 4
		SP:Iteration 66Q (8582.760000 sec): 3 clusters
  Score: Raw -3338432.073868 + Penalty 5004.150104 = -3333427.923763
  nChanged 3
		SP:Iteration 67Q (8582.820000 sec): 3 clusters
  Score: Raw -3338432.560068 + Penalty 5004.150104 = -3333428.409964
  nChanged 7
		SP:Iteration 68Q (8582.890000 sec): 3 clusters
  Score: Raw -3338433.520561 + Penalty 5004.150104 = -3333429.370457
  nChanged 8
		SP:Iteration 69Q (8582.950000 sec): 3 clusters
  Score: Raw -3338435.131887 + Penalty 5004.150104 = -3333430.981783
  nChanged 13
		SP:Iteration 70Q (8583.020000 sec): 3 clusters
  Score: Raw -3338437.951714 + Penalty 5004.150104 = -3333433.801610
  nChanged 11
		SP:Iteration 71Q (8583.080000 sec): 3 clusters
  Score: Raw -3338439.911761 + Penalty 5004.150104 = -3333435.761657
  nChanged 11
		SP:Iteration 72Q (8583.150000 sec): 3 clusters
  Score: Raw -3338442.703440 + Penalty 5004.150104 = -3333438.553336
  nChanged 9
		SP:Iteration 73Q (8583.210000 sec): 3 clusters
  Score: Raw -3338444.803474 + Penalty 5004.150104 = -3333440.653370
  nChanged 12
		SP:Iteration 74Q (8583.280000 sec): 3 clusters
  Score: Raw -3338447.366291 + Penalty 5004.150104 = -3333443.216187
  nChanged 9
		SP:Iteration 75Q (8583.340000 sec): 3 clusters
  Score: Raw -3338449.806717 + Penalty 5004.150104 = -3333445.656613
  nChanged 12
		SP:Iteration 76Q (8583.410000 sec): 3 clusters
  Score: Raw -3338453.174718 + Penalty 5004.150104 = -3333449.024613
  nChanged 18
		SP:Iteration 77Q (8583.470000 sec): 3 clusters
  Score: Raw -3338458.339263 + Penalty 5004.150104 = -3333454.189158
  nChanged 21
		SP:Iteration 78Q (8583.540000 sec): 3 clusters
  Score: Raw -3338464.092793 + Penalty 5004.150104 = -3333459.942689
  nChanged 23
		SP:Iteration 79Q (8583.600000 sec): 3 clusters
  Score: Raw -3338469.402005 + Penalty 5004.150104 = -3333465.251901
  nChanged 18
		SP:Iteration 80F (8583.680000 sec): 3 clusters
  Score: Raw -3338473.417772 + Penalty 5004.150104 = -3333469.267668
  nChanged 16
		SP:Iteration 81Q (8583.750000 sec): 3 clusters
  Score: Raw -3338477.768317 + Penalty 5004.150104 = -3333473.618213
  nChanged 16
		SP:Iteration 82Q (8583.810000 sec): 3 clusters
  Score: Raw -3338482.787503 + Penalty 5004.150104 = -3333478.637399
  nChanged 18
		SP:Iteration 83Q (8583.880000 sec): 3 clusters
  Score: Raw -3338487.478570 + Penalty 5004.150104 = -3333483.328465
  nChanged 19
		SP:Iteration 84Q (8583.940000 sec): 3 clusters
  Score: Raw -3338492.469956 + Penalty 5004.150104 = -3333488.319852
  nChanged 18
		SP:Iteration 85Q (8584.010000 sec): 3 clusters
  Score: Raw -3338497.162774 + Penalty 5004.150104 = -3333493.012669
  nChanged 21
		SP:Iteration 86Q (8584.070000 sec): 3 clusters
  Score: Raw -3338503.556082 + Penalty 5004.150104 = -3333499.405978
  nChanged 15
		SP:Iteration 87Q (8584.130000 sec): 3 clusters
  Score: Raw -3338507.860307 + Penalty 5004.150104 = -3333503.710203
  nChanged 25
		SP:Iteration 88Q (8584.200000 sec): 3 clusters
  Score: Raw -3338516.374241 + Penalty 5004.150104 = -3333512.224137
  nChanged 27
		SP:Iteration 89Q (8584.260000 sec): 3 clusters
  Score: Raw -3338523.313576 + Penalty 5004.150104 = -3333519.163471
  nChanged 21
		SP:Iteration 90Q (8584.330000 sec): 3 clusters
  Score: Raw -3338529.561751 + Penalty 5004.150104 = -3333525.411647
  nChanged 23
		SP:Iteration 91Q (8584.390000 sec): 3 clusters
  Score: Raw -3338537.689438 + Penalty 5004.150104 = -3333533.539333
  nChanged 28
		SP:Iteration 92Q (8584.460000 sec): 3 clusters
  Score: Raw -3338547.499859 + Penalty 5004.150104 = -3333543.349755
  nChanged 35
		SP:Iteration 93Q (8584.520000 sec): 3 clusters
  Score: Raw -3338560.458597 + Penalty 5004.150104 = -3333556.308493
  nChanged 29
		SP:Iteration 94Q (8584.590000 sec): 3 clusters
  Score: Raw -3338571.861307 + Penalty 5004.150104 = -3333567.711203
  nChanged 39
		SP:Iteration 95Q (8584.650000 sec): 3 clusters
  Score: Raw -3338588.026615 + Penalty 5004.150104 = -3333583.876511
  nChanged 38
		SP:Iteration 96Q (8584.710000 sec): 3 clusters
  Score: Raw -3338602.077880 + Penalty 5004.150104 = -3333597.927776
  nChanged 44
		SP:Iteration 97Q (8584.770000 sec): 3 clusters
  Score: Raw -3338617.341216 + Penalty 5004.150104 = -3333613.191112
  nChanged 40
		SP:Iteration 98Q (8584.840000 sec): 3 clusters
  Score: Raw -3338631.558427 + Penalty 5004.150104 = -3333627.408323
  nChanged 32
		SP:Iteration 99Q (8584.900000 sec): 3 clusters
  Score: Raw -3338642.981750 + Penalty 5004.150104 = -3333638.831646
  nChanged 26
		SP:Iteration 100F (8584.990000 sec): 3 clusters
  Score: Raw -3338653.351452 + Penalty 5004.150104 = -3333649.201348
  nChanged 34
		SP:Iteration 101Q (8585.050000 sec): 3 clusters
  Score: Raw -3338668.671716 + Penalty 5004.150104 = -3333664.521611
  nChanged 39
		SP:Iteration 102Q (8585.110000 sec): 3 clusters
  Score: Raw -3338685.710146 + Penalty 5004.150104 = -3333681.560041
  nChanged 35
		SP:Iteration 103Q (8585.170000 sec): 3 clusters
  Score: Raw -3338701.292211 + Penalty 5004.150104 = -3333697.142107
  nChanged 33
		SP:Iteration 104Q (8585.240000 sec): 3 clusters
  Score: Raw -3338714.327808 + Penalty 5004.150104 = -3333710.177704
  nChanged 25
		SP:Iteration 105Q (8585.300000 sec): 3 clusters
  Score: Raw -3338726.142662 + Penalty 5004.150104 = -3333721.992558
  nChanged 23
		SP:Iteration 106Q (8585.360000 sec): 3 clusters
  Score: Raw -3338735.829541 + Penalty 5004.150104 = -3333731.679436
  nChanged 24
		SP:Iteration 107Q (8585.420000 sec): 3 clusters
  Score: Raw -3338745.103206 + Penalty 5004.150104 = -3333740.953101
  nChanged 27
		SP:Iteration 108Q (8585.490000 sec): 3 clusters
  Score: Raw -3338754.503861 + Penalty 5004.150104 = -3333750.353757
  nChanged 18
		SP:Iteration 109Q (8585.550000 sec): 3 clusters
  Score: Raw -3338762.350560 + Penalty 5004.150104 = -3333758.200456
  nChanged 21
		SP:Iteration 110Q (8585.610000 sec): 3 clusters
  Score: Raw -3338771.531257 + Penalty 5004.150104 = -3333767.381153
  nChanged 24
		SP:Iteration 111Q (8585.670000 sec): 3 clusters
  Score: Raw -3338782.196253 + Penalty 5004.150104 = -3333778.046149
  nChanged 26
		SP:Iteration 112Q (8585.730000 sec): 3 clusters
  Score: Raw -3338796.168530 + Penalty 5004.150104 = -3333792.018425
  nChanged 21
		SP:Iteration 113Q (8585.790000 sec): 3 clusters
  Score: Raw -3338807.356841 + Penalty 5004.150104 = -3333803.206737
  nChanged 21
		SP:Iteration 114Q (8585.850000 sec): 3 clusters
  Score: Raw -3338815.364213 + Penalty 5004.150104 = -3333811.214108
  nChanged 18
		SP:Iteration 115Q (8585.920000 sec): 3 clusters
  Score: Raw -3338821.416663 + Penalty 5004.150104 = -3333817.266559
  nChanged 10
		SP:Iteration 116Q (8585.980000 sec): 3 clusters
  Score: Raw -3338825.426020 + Penalty 5004.150104 = -3333821.275916
  nChanged 15
		SP:Iteration 117Q (8586.040000 sec): 3 clusters
  Score: Raw -3338832.999431 + Penalty 5004.150104 = -3333828.849327
  nChanged 18
		SP:Iteration 118Q (8586.100000 sec): 3 clusters
  Score: Raw -3338840.780903 + Penalty 5004.150104 = -3333836.630799
  nChanged 20
		SP:Iteration 119Q (8586.170000 sec): 3 clusters
  Score: Raw -3338850.704751 + Penalty 5004.150104 = -3333846.554646
  nChanged 17
		SP:Iteration 120F (8586.250000 sec): 3 clusters
  Score: Raw -3338860.103786 + Penalty 5004.150104 = -3333855.953682
  nChanged 19
		SP:Iteration 121Q (8586.310000 sec): 3 clusters
  Score: Raw -3338868.552947 + Penalty 5004.150104 = -3333864.402843
  nChanged 17
		SP:Iteration 122Q (8586.370000 sec): 3 clusters
  Score: Raw -3338874.573905 + Penalty 5004.150104 = -3333870.423801
  nChanged 14
		SP:Iteration 123Q (8586.430000 sec): 3 clusters
  Score: Raw -3338879.034105 + Penalty 5004.150104 = -3333874.884001
  nChanged 8
		SP:Iteration 124Q (8586.490000 sec): 3 clusters
  Score: Raw -3338883.152943 + Penalty 5004.150104 = -3333879.002839
  nChanged 7
		SP:Iteration 125Q (8586.550000 sec): 3 clusters
  Score: Raw -3338886.572060 + Penalty 5004.150104 = -3333882.421956
  nChanged 7
		SP:Iteration 126Q (8586.620000 sec): 3 clusters
  Score: Raw -3338888.891392 + Penalty 5004.150104 = -3333884.741288
  nChanged 8
		SP:Iteration 127Q (8586.680000 sec): 3 clusters
  Score: Raw -3338891.648417 + Penalty 5004.150104 = -3333887.498313
  nChanged 7
		SP:Iteration 128Q (8586.740000 sec): 3 clusters
  Score: Raw -3338894.988945 + Penalty 5004.150104 = -3333890.838840
  nChanged 10
		SP:Iteration 129Q (8586.810000 sec): 3 clusters
  Score: Raw -3338899.402706 + Penalty 5004.150104 = -3333895.252602
  nChanged 6
		SP:Iteration 130Q (8586.870000 sec): 3 clusters
  Score: Raw -3338902.035803 + Penalty 5004.150104 = -3333897.885699
  nChanged 6
		SP:Iteration 131Q (8586.930000 sec): 3 clusters
  Score: Raw -3338904.385971 + Penalty 5004.150104 = -3333900.235867
  nChanged 5
		SP:Iteration 132Q (8586.990000 sec): 3 clusters
  Score: Raw -3338905.733904 + Penalty 5004.150104 = -3333901.583800
  nChanged 3
		SP:Iteration 133Q (8587.060000 sec): 3 clusters
  Score: Raw -3338906.552978 + Penalty 5004.150104 = -3333902.402874
  nChanged 1
		SP:Iteration 134Q (8587.120000 sec): 3 clusters
  Score: Raw -3338906.803688 + Penalty 5004.150104 = -3333902.653584
  nChanged 0
		SP:Iteration 135F (8587.200000 sec): 3 clusters
  Score: Raw -3338906.803688 + Penalty 5004.150104 = -3333902.653584
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8587.230000 sec): 2 clusters
  Score: Raw -494000.591510 + Penalty 2019.015069 = -491981.576441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8587.240000 sec): 3 clusters
  Score: Raw -492470.781522 + Penalty 4038.030138 = -488432.751385
  nChanged 1245
		SP:Iteration 1F (8587.250000 sec): 3 clusters
  Score: Raw -493246.692916 + Penalty 4038.030138 = -489208.662778
  nChanged 255
		SP:Iteration 2F (8587.260000 sec): 3 clusters
  Score: Raw -493456.842410 + Penalty 4038.030138 = -489418.812273
  nChanged 206
		SP:Iteration 3F (8587.270000 sec): 3 clusters
  Score: Raw -493626.102221 + Penalty 4038.030138 = -489588.072083
  nChanged 179
		SP:Iteration 4F (8587.290000 sec): 3 clusters
  Score: Raw -493796.190336 + Penalty 4038.030138 = -489758.160198
  nChanged 166
		SP:Iteration 5Q (8587.300000 sec): 3 clusters
  Score: Raw -493934.117802 + Penalty 4038.030138 = -489896.087665
  nChanged 140
		SP:Iteration 6Q (8587.310000 sec): 3 clusters
  Score: Raw -494085.185822 + Penalty 4038.030138 = -490047.155685
  nChanged 177
		SP:Iteration 7F (8587.320000 sec): 3 clusters
  Score: Raw -494306.542990 + Penalty 4038.030138 = -490268.512853
  nChanged 165
		SP:Iteration 8Q (8587.330000 sec): 3 clusters
  Score: Raw -494531.634873 + Penalty 4038.030138 = -490493.604735
  nChanged 139
		SP:Iteration 9Q (8587.340000 sec): 3 clusters
  Score: Raw -494711.340364 + Penalty 4038.030138 = -490673.310226
  nChanged 122
		SP:Iteration 10Q (8587.350000 sec): 3 clusters
  Score: Raw -494887.204173 + Penalty 4038.030138 = -490849.174036
  nChanged 124
		SP:Iteration 11Q (8587.370000 sec): 3 clusters
  Score: Raw -495050.451550 + Penalty 4038.030138 = -491012.421412
  nChanged 112
		SP:Iteration 12Q (8587.380000 sec): 3 clusters
  Score: Raw -495196.623431 + Penalty 4038.030138 = -491158.593293
  nChanged 93
		SP:Iteration 13Q (8587.390000 sec): 3 clusters
  Score: Raw -495306.758350 + Penalty 4038.030138 = -491268.728213
  nChanged 79
		SP:Iteration 14Q (8587.400000 sec): 3 clusters
  Score: Raw -495394.111139 + Penalty 4038.030138 = -491356.081002
  nChanged 53
		SP:Iteration 15Q (8587.410000 sec): 3 clusters
  Score: Raw -495433.338073 + Penalty 4038.030138 = -491395.307936
  nChanged 37
		SP:Iteration 16Q (8587.420000 sec): 3 clusters
  Score: Raw -495459.562235 + Penalty 4038.030138 = -491421.532098
  nChanged 32
		SP:Iteration 17Q (8587.430000 sec): 3 clusters
  Score: Raw -495480.409705 + Penalty 4038.030138 = -491442.379567
  nChanged 23
		SP:Iteration 18Q (8587.440000 sec): 3 clusters
  Score: Raw -495494.258619 + Penalty 4038.030138 = -491456.228481
  nChanged 27
		SP:Iteration 19Q (8587.450000 sec): 3 clusters
  Score: Raw -495510.911130 + Penalty 4038.030138 = -491472.880992
  nChanged 30
		SP:Iteration 20F (8587.460000 sec): 3 clusters
  Score: Raw -495533.368055 + Penalty 4038.030138 = -491495.337917
  nChanged 36
		SP:Iteration 21Q (8587.470000 sec): 3 clusters
  Score: Raw -495562.961419 + Penalty 4038.030138 = -491524.931281
  nChanged 41
		SP:Iteration 22Q (8587.480000 sec): 3 clusters
  Score: Raw -495593.867202 + Penalty 4038.030138 = -491555.837064
  nChanged 39
		SP:Iteration 23Q (8587.490000 sec): 3 clusters
  Score: Raw -495622.630037 + Penalty 4038.030138 = -491584.599900
  nChanged 33
		SP:Iteration 24Q (8587.500000 sec): 3 clusters
  Score: Raw -495641.344392 + Penalty 4038.030138 = -491603.314255
  nChanged 28
		SP:Iteration 25Q (8587.510000 sec): 3 clusters
  Score: Raw -495657.535815 + Penalty 4038.030138 = -491619.505678
  nChanged 24
		SP:Iteration 26Q (8587.520000 sec): 3 clusters
  Score: Raw -495671.424495 + Penalty 4038.030138 = -491633.394358
  nChanged 20
		SP:Iteration 27Q (8587.530000 sec): 3 clusters
  Score: Raw -495681.539293 + Penalty 4038.030138 = -491643.509156
  nChanged 14
		SP:Iteration 28Q (8587.540000 sec): 3 clusters
  Score: Raw -495687.420896 + Penalty 4038.030138 = -491649.390758
  nChanged 11
		SP:Iteration 29Q (8587.550000 sec): 3 clusters
  Score: Raw -495692.174323 + Penalty 4038.030138 = -491654.144186
  nChanged 9
		SP:Iteration 30Q (8587.560000 sec): 3 clusters
  Score: Raw -495695.754131 + Penalty 4038.030138 = -491657.723993
  nChanged 7
		SP:Iteration 31Q (8587.570000 sec): 3 clusters
  Score: Raw -495697.981841 + Penalty 4038.030138 = -491659.951703
  nChanged 5
		SP:Iteration 32Q (8587.580000 sec): 3 clusters
  Score: Raw -495699.214413 + Penalty 4038.030138 = -491661.184275
  nChanged 4
		SP:Iteration 33Q (8587.590000 sec): 3 clusters
  Score: Raw -495701.819741 + Penalty 4038.030138 = -491663.789603
  nChanged 3
		SP:Iteration 34Q (8587.600000 sec): 3 clusters
  Score: Raw -495702.662594 + Penalty 4038.030138 = -491664.632457
  nChanged 1
		SP:Iteration 35Q (8587.610000 sec): 3 clusters
  Score: Raw -495703.112388 + Penalty 4038.030138 = -491665.082251
  nChanged 1
		SP:Iteration 36Q (8587.610000 sec): 3 clusters
  Score: Raw -495703.386569 + Penalty 4038.030138 = -491665.356431
  nChanged 1
		SP:Iteration 37Q (8587.630000 sec): 3 clusters
  Score: Raw -495703.860958 + Penalty 4038.030138 = -491665.830821
  nChanged 1
		SP:Iteration 38Q (8587.630000 sec): 3 clusters
  Score: Raw -495704.273641 + Penalty 4038.030138 = -491666.243504
  nChanged 0
		SP:Iteration 39F (8587.650000 sec): 3 clusters
  Score: Raw -495704.273641 + Penalty 4038.030138 = -491666.243504
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8587.650000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8587.650000 sec): 3 clusters
  Score: Raw -126894.822179 + Penalty 3350.283633 = -123544.538546
  nChanged 208
		SP:Iteration 1F (8587.660000 sec): 3 clusters
  Score: Raw -127166.168403 + Penalty 3350.283633 = -123815.884770
  nChanged 45
		SP:Iteration 2F (8587.660000 sec): 3 clusters
  Score: Raw -127220.319716 + Penalty 3350.283633 = -123870.036083
  nChanged 22
		SP:Iteration 3Q (8587.660000 sec): 3 clusters
  Score: Raw -127254.405521 + Penalty 3350.283633 = -123904.121887
  nChanged 13
		SP:Iteration 4Q (8587.670000 sec): 3 clusters
  Score: Raw -127272.466345 + Penalty 3350.283633 = -123922.182712
  nChanged 5
		SP:Iteration 5Q (8587.670000 sec): 3 clusters
  Score: Raw -127278.997249 + Penalty 3350.283633 = -123928.713615
  nChanged 7
		SP:Iteration 6Q (8587.670000 sec): 3 clusters
  Score: Raw -127285.026986 + Penalty 3350.283633 = -123934.743352
  nChanged 1
		SP:Iteration 7Q (8587.670000 sec): 3 clusters
  Score: Raw -127288.549965 + Penalty 3350.283633 = -123938.266332
  nChanged 0
		SP:Iteration 8F (8587.680000 sec): 3 clusters
  Score: Raw -127288.549965 + Penalty 3350.283633 = -123938.266332
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8587.680000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8587.680000 sec): 3 clusters
  Score: Raw -33623.531324 + Penalty 2756.186719 = -30867.344606
  nChanged 30
		SP:Iteration 1F (8587.680000 sec): 3 clusters
  Score: Raw -33759.464742 + Penalty 2756.186719 = -31003.278023
  nChanged 12
		SP:Iteration 2Q (8587.690000 sec): 3 clusters
  Score: Raw -33821.167754 + Penalty 2756.186719 = -31064.981035
  nChanged 7
		SP:Iteration 3Q (8587.690000 sec): 3 clusters
  Score: Raw -33861.213082 + Penalty 2756.186719 = -31105.026364
  nChanged 9
		SP:Iteration 4Q (8587.690000 sec): 3 clusters
  Score: Raw -33896.333129 + Penalty 2756.186719 = -31140.146410
  nChanged 2
		SP:Iteration 5Q (8587.690000 sec): 3 clusters
  Score: Raw -33911.002471 + Penalty 2756.186719 = -31154.815752
  nChanged 6
		SP:Iteration 6Q (8587.690000 sec): 3 clusters
  Score: Raw -33936.222224 + Penalty 2756.186719 = -31180.035505
  nChanged 4
		SP:Iteration 7Q (8587.690000 sec): 3 clusters
  Score: Raw -33948.757368 + Penalty 2756.186719 = -31192.570650
  nChanged 2
		SP:Iteration 8Q (8587.690000 sec): 3 clusters
  Score: Raw -33957.143490 + Penalty 2756.186719 = -31200.956772
  nChanged 3
		SP:Iteration 9Q (8587.690000 sec): 3 clusters
  Score: Raw -33970.156980 + Penalty 2756.186719 = -31213.970261
  nChanged 3
		SP:Iteration 10Q (8587.690000 sec): 3 clusters
  Score: Raw -33981.395605 + Penalty 2756.186719 = -31225.208887
  nChanged 3
		SP:Iteration 11Q (8587.690000 sec): 3 clusters
  Score: Raw -33994.441744 + Penalty 2756.186719 = -31238.255026
  nChanged 0
		SP:Iteration 12F (8587.690000 sec): 3 clusters
  Score: Raw -33995.652398 + Penalty 2756.186719 = -31239.465680
  nChanged 1
		SP:Iteration 13Q (8587.690000 sec): 3 clusters
  Score: Raw -34006.221211 + Penalty 2756.186719 = -31250.034492
  nChanged 2
		SP:Iteration 14Q (8587.690000 sec): 3 clusters
  Score: Raw -34021.780442 + Penalty 2756.186719 = -31265.593723
  nChanged 0
		SP:Iteration 15F (8587.690000 sec): 3 clusters
  Score: Raw -34021.780442 + Penalty 2756.186719 = -31265.593723
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8587.750000 sec): 2 clusters
  Score: Raw -2059139.694813 + Penalty 2363.951249 = -2056775.743564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8587.790000 sec): 3 clusters
  Score: Raw -2051414.857019 + Penalty 4727.902497 = -2046686.954522
  nChanged 5911
		SP:Iteration 1F (8587.840000 sec): 3 clusters
  Score: Raw -2054556.059180 + Penalty 4727.902497 = -2049828.156683
  nChanged 763
		SP:Iteration 2F (8587.890000 sec): 3 clusters
  Score: Raw -2054862.578139 + Penalty 4727.902497 = -2050134.675641
  nChanged 599
		SP:Iteration 3Q (8587.940000 sec): 3 clusters
  Score: Raw -2055092.676399 + Penalty 4727.902497 = -2050364.773901
  nChanged 512
		SP:Iteration 4Q (8587.990000 sec): 3 clusters
  Score: Raw -2055269.741995 + Penalty 4727.902497 = -2050541.839497
  nChanged 429
		SP:Iteration 5Q (8588.030000 sec): 3 clusters
  Score: Raw -2055395.793239 + Penalty 4727.902497 = -2050667.890742
  nChanged 367
		SP:Iteration 6Q (8588.090000 sec): 3 clusters
  Score: Raw -2055503.684984 + Penalty 4727.902497 = -2050775.782487
  nChanged 336
		SP:Iteration 7Q (8588.130000 sec): 3 clusters
  Score: Raw -2055609.917008 + Penalty 4727.902497 = -2050882.014510
  nChanged 363
		SP:Iteration 8Q (8588.180000 sec): 3 clusters
  Score: Raw -2055724.992102 + Penalty 4727.902497 = -2050997.089604
  nChanged 338
		SP:Iteration 9Q (8588.230000 sec): 3 clusters
  Score: Raw -2055826.936574 + Penalty 4727.902497 = -2051099.034076
  nChanged 301
		SP:Iteration 10Q (8588.280000 sec): 3 clusters
  Score: Raw -2055912.343172 + Penalty 4727.902497 = -2051184.440674
  nChanged 288
		SP:Iteration 11Q (8588.330000 sec): 3 clusters
  Score: Raw -2055988.468408 + Penalty 4727.902497 = -2051260.565911
  nChanged 285
		SP:Iteration 12Q (8588.380000 sec): 3 clusters
  Score: Raw -2056070.899735 + Penalty 4727.902497 = -2051342.997238
  nChanged 264
		SP:Iteration 13Q (8588.430000 sec): 3 clusters
  Score: Raw -2056155.647050 + Penalty 4727.902497 = -2051427.744552
  nChanged 291
		SP:Iteration 14Q (8588.480000 sec): 3 clusters
  Score: Raw -2056271.932999 + Penalty 4727.902497 = -2051544.030502
  nChanged 344
		SP:Iteration 15Q (8588.530000 sec): 3 clusters
  Score: Raw -2056420.639359 + Penalty 4727.902497 = -2051692.736862
  nChanged 387
		SP:Iteration 16Q (8588.570000 sec): 3 clusters
  Score: Raw -2056603.639357 + Penalty 4727.902497 = -2051875.736859
  nChanged 432
		SP:Iteration 17Q (8588.620000 sec): 3 clusters
  Score: Raw -2056820.720150 + Penalty 4727.902497 = -2052092.817653
  nChanged 491
		SP:Iteration 18Q (8588.670000 sec): 3 clusters
  Score: Raw -2057089.184332 + Penalty 4727.902497 = -2052361.281834
  nChanged 483
		SP:Iteration 19Q (8588.710000 sec): 3 clusters
  Score: Raw -2057390.258465 + Penalty 4727.902497 = -2052662.355968
  nChanged 513
		SP:Iteration 20F (8588.760000 sec): 3 clusters
  Score: Raw -2057725.288731 + Penalty 4727.902497 = -2052997.386233
  nChanged 458
		SP:Iteration 21Q (8588.810000 sec): 3 clusters
  Score: Raw -2058049.781591 + Penalty 4727.902497 = -2053321.879094
  nChanged 408
		SP:Iteration 22Q (8588.850000 sec): 3 clusters
  Score: Raw -2058300.360760 + Penalty 4727.902497 = -2053572.458263
  nChanged 332
		SP:Iteration 23Q (8588.900000 sec): 3 clusters
  Score: Raw -2058476.601752 + Penalty 4727.902497 = -2053748.699254
  nChanged 264
		SP:Iteration 24Q (8588.940000 sec): 3 clusters
  Score: Raw -2058609.761148 + Penalty 4727.902497 = -2053881.858650
  nChanged 202
		SP:Iteration 25Q (8588.990000 sec): 3 clusters
  Score: Raw -2058708.433339 + Penalty 4727.902497 = -2053980.530841
  nChanged 182
		SP:Iteration 26Q (8589.030000 sec): 3 clusters
  Score: Raw -2058797.261984 + Penalty 4727.902497 = -2054069.359487
  nChanged 169
		SP:Iteration 27Q (8589.070000 sec): 3 clusters
  Score: Raw -2058880.314217 + Penalty 4727.902497 = -2054152.411720
  nChanged 137
		SP:Iteration 28Q (8589.110000 sec): 3 clusters
  Score: Raw -2058949.659288 + Penalty 4727.902497 = -2054221.756791
  nChanged 126
		SP:Iteration 29Q (8589.150000 sec): 3 clusters
  Score: Raw -2059011.525045 + Penalty 4727.902497 = -2054283.622548
  nChanged 120
		SP:Iteration 30Q (8589.190000 sec): 3 clusters
  Score: Raw -2059071.645221 + Penalty 4727.902497 = -2054343.742724
  nChanged 116
		SP:Iteration 31Q (8589.220000 sec): 3 clusters
  Score: Raw -2059130.553926 + Penalty 4727.902497 = -2054402.651429
  nChanged 99
		SP:Iteration 32Q (8589.260000 sec): 3 clusters
  Score: Raw -2059178.481240 + Penalty 4727.902497 = -2054450.578743
  nChanged 76
		SP:Iteration 33Q (8589.300000 sec): 3 clusters
  Score: Raw -2059214.305765 + Penalty 4727.902497 = -2054486.403268
  nChanged 69
		SP:Iteration 34Q (8589.340000 sec): 3 clusters
  Score: Raw -2059243.253203 + Penalty 4727.902497 = -2054515.350705
  nChanged 49
		SP:Iteration 35Q (8589.380000 sec): 3 clusters
  Score: Raw -2059263.660985 + Penalty 4727.902497 = -2054535.758487
  nChanged 41
		SP:Iteration 36Q (8589.420000 sec): 3 clusters
  Score: Raw -2059282.199766 + Penalty 4727.902497 = -2054554.297269
  nChanged 35
		SP:Iteration 37Q (8589.450000 sec): 3 clusters
  Score: Raw -2059298.435672 + Penalty 4727.902497 = -2054570.533175
  nChanged 44
		SP:Iteration 38Q (8589.490000 sec): 3 clusters
  Score: Raw -2059316.456866 + Penalty 4727.902497 = -2054588.554369
  nChanged 40
		SP:Iteration 39Q (8589.530000 sec): 3 clusters
  Score: Raw -2059333.536233 + Penalty 4727.902497 = -2054605.633736
  nChanged 45
		SP:Iteration 40F (8589.580000 sec): 3 clusters
  Score: Raw -2059355.156266 + Penalty 4727.902497 = -2054627.253768
  nChanged 45
		SP:Iteration 41Q (8589.610000 sec): 3 clusters
  Score: Raw -2059375.127868 + Penalty 4727.902497 = -2054647.225371
  nChanged 39
		SP:Iteration 42Q (8589.650000 sec): 3 clusters
  Score: Raw -2059396.681860 + Penalty 4727.902497 = -2054668.779362
  nChanged 30
		SP:Iteration 43Q (8589.690000 sec): 3 clusters
  Score: Raw -2059411.580084 + Penalty 4727.902497 = -2054683.677587
  nChanged 37
		SP:Iteration 44Q (8589.730000 sec): 3 clusters
  Score: Raw -2059433.873568 + Penalty 4727.902497 = -2054705.971071
  nChanged 39
		SP:Iteration 45Q (8589.760000 sec): 3 clusters
  Score: Raw -2059456.344112 + Penalty 4727.902497 = -2054728.441614
  nChanged 35
		SP:Iteration 46Q (8589.800000 sec): 3 clusters
  Score: Raw -2059480.434544 + Penalty 4727.902497 = -2054752.532047
  nChanged 32
		SP:Iteration 47Q (8589.830000 sec): 3 clusters
  Score: Raw -2059497.045468 + Penalty 4727.902497 = -2054769.142971
  nChanged 20
		SP:Iteration 48Q (8589.870000 sec): 3 clusters
  Score: Raw -2059506.509397 + Penalty 4727.902497 = -2054778.606900
  nChanged 17
		SP:Iteration 49Q (8589.910000 sec): 3 clusters
  Score: Raw -2059517.284757 + Penalty 4727.902497 = -2054789.382259
  nChanged 17
		SP:Iteration 50Q (8589.950000 sec): 3 clusters
  Score: Raw -2059527.964759 + Penalty 4727.902497 = -2054800.062262
  nChanged 15
		SP:Iteration 51Q (8589.980000 sec): 3 clusters
  Score: Raw -2059537.705818 + Penalty 4727.902497 = -2054809.803320
  nChanged 21
		SP:Iteration 52Q (8590.020000 sec): 3 clusters
  Score: Raw -2059547.955452 + Penalty 4727.902497 = -2054820.052954
  nChanged 10
		SP:Iteration 53Q (8590.050000 sec): 3 clusters
  Score: Raw -2059556.401109 + Penalty 4727.902497 = -2054828.498612
  nChanged 17
		SP:Iteration 54Q (8590.090000 sec): 3 clusters
  Score: Raw -2059567.394529 + Penalty 4727.902497 = -2054839.492032
  nChanged 11
		SP:Iteration 55Q (8590.130000 sec): 3 clusters
  Score: Raw -2059574.266684 + Penalty 4727.902497 = -2054846.364187
  nChanged 12
		SP:Iteration 56Q (8590.160000 sec): 3 clusters
  Score: Raw -2059580.125622 + Penalty 4727.902497 = -2054852.223125
  nChanged 9
		SP:Iteration 57Q (8590.190000 sec): 3 clusters
  Score: Raw -2059584.078786 + Penalty 4727.902497 = -2054856.176288
  nChanged 6
		SP:Iteration 58Q (8590.230000 sec): 3 clusters
  Score: Raw -2059586.426489 + Penalty 4727.902497 = -2054858.523992
  nChanged 4
		SP:Iteration 59Q (8590.270000 sec): 3 clusters
  Score: Raw -2059588.863223 + Penalty 4727.902497 = -2054860.960726
  nChanged 3
		SP:Iteration 60F (8590.310000 sec): 3 clusters
  Score: Raw -2059591.176050 + Penalty 4727.902497 = -2054863.273553
  nChanged 3
		SP:Iteration 61Q (8590.350000 sec): 3 clusters
  Score: Raw -2059594.036011 + Penalty 4727.902497 = -2054866.133514
  nChanged 2
		SP:Iteration 62Q (8590.390000 sec): 3 clusters
  Score: Raw -2059594.895434 + Penalty 4727.902497 = -2054866.992936
  nChanged 1
		SP:Iteration 63Q (8590.420000 sec): 3 clusters
  Score: Raw -2059595.382298 + Penalty 4727.902497 = -2054867.479801
  nChanged 1
		SP:Iteration 64Q (8590.460000 sec): 3 clusters
  Score: Raw -2059595.587965 + Penalty 4727.902497 = -2054867.685468
  nChanged 1
		SP:Iteration 65Q (8590.490000 sec): 3 clusters
  Score: Raw -2059595.776738 + Penalty 4727.902497 = -2054867.874240
  nChanged 0
		SP:Iteration 66F (8590.540000 sec): 3 clusters
  Score: Raw -2059595.776738 + Penalty 4727.902497 = -2054867.874240
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8590.770000 sec): 2 clusters
  Score: Raw -10201756.024203 + Penalty 2765.905493 = -10198990.118710
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8591.030000 sec): 3 clusters
  Score: Raw -10157854.202462 + Penalty 5531.810985 = -10152322.391477
  nChanged 32444
		SP:Iteration 1F (8591.290000 sec): 3 clusters
  Score: Raw -10176084.039863 + Penalty 5531.810985 = -10170552.228878
  nChanged 2464
		SP:Iteration 2Q (8591.550000 sec): 3 clusters
  Score: Raw -10176728.198930 + Penalty 5531.810985 = -10171196.387945
  nChanged 2733
		SP:Iteration 3Q (8591.810000 sec): 3 clusters
  Score: Raw -10177631.598278 + Penalty 5531.810985 = -10172099.787293
  nChanged 3288
		SP:Iteration 4Q (8592.070000 sec): 3 clusters
  Score: Raw -10179028.415766 + Penalty 5531.810985 = -10173496.604781
  nChanged 4030
		SP:Iteration 5F (8592.320000 sec): 3 clusters
  Score: Raw -10181246.491723 + Penalty 5531.810985 = -10175714.680738
  nChanged 4930
		SP:Iteration 6F (8592.570000 sec): 3 clusters
  Score: Raw -10184686.232901 + Penalty 5531.810985 = -10179154.421916
  nChanged 5425
		SP:Iteration 7F (8592.830000 sec): 3 clusters
  Score: Raw -10188995.702806 + Penalty 5531.810985 = -10183463.891821
  nChanged 5131
		SP:Iteration 8F (8593.080000 sec): 3 clusters
  Score: Raw -10193429.902840 + Penalty 5531.810985 = -10187898.091855
  nChanged 4015
		SP:Iteration 9F (8593.330000 sec): 3 clusters
  Score: Raw -10197007.877051 + Penalty 5531.810985 = -10191476.066066
  nChanged 2718
		SP:Iteration 10Q (8593.590000 sec): 3 clusters
  Score: Raw -10199392.780972 + Penalty 5531.810985 = -10193860.969987
  nChanged 1574
		SP:Iteration 11Q (8593.830000 sec): 3 clusters
  Score: Raw -10200747.910781 + Penalty 5531.810985 = -10195216.099796
  nChanged 805
		SP:Iteration 12Q (8594.050000 sec): 3 clusters
  Score: Raw -10201427.676769 + Penalty 5531.810985 = -10195895.865784
  nChanged 382
		SP:Iteration 13Q (8594.250000 sec): 3 clusters
  Score: Raw -10201753.317312 + Penalty 5531.810985 = -10196221.506327
  nChanged 179
		SP:Iteration 14Q (8594.450000 sec): 3 clusters
  Score: Raw -10201914.973291 + Penalty 5531.810985 = -10196383.162306
  nChanged 112
		SP:Iteration 15Q (8594.630000 sec): 3 clusters
  Score: Raw -10202003.662798 + Penalty 5531.810985 = -10196471.851813
  nChanged 50
		SP:Iteration 16Q (8594.820000 sec): 3 clusters
  Score: Raw -10202047.445463 + Penalty 5531.810985 = -10196515.634478
  nChanged 45
		SP:Iteration 17Q (8595.000000 sec): 3 clusters
  Score: Raw -10202081.865760 + Penalty 5531.810985 = -10196550.054775
  nChanged 27
		SP:Iteration 18Q (8595.180000 sec): 3 clusters
  Score: Raw -10202098.465194 + Penalty 5531.810985 = -10196566.654209
  nChanged 19
		SP:Iteration 19Q (8595.360000 sec): 3 clusters
  Score: Raw -10202108.464179 + Penalty 5531.810985 = -10196576.653194
  nChanged 11
		SP:Iteration 20F (8595.610000 sec): 3 clusters
  Score: Raw -10202117.209980 + Penalty 5531.810985 = -10196585.398995
  nChanged 10
		SP:Iteration 21Q (8595.790000 sec): 3 clusters
  Score: Raw -10202127.468344 + Penalty 5531.810985 = -10196595.657359
  nChanged 13
		SP:Iteration 22Q (8595.970000 sec): 3 clusters
  Score: Raw -10202140.736629 + Penalty 5531.810985 = -10196608.925644
  nChanged 10
		SP:Iteration 23Q (8596.150000 sec): 3 clusters
  Score: Raw -10202147.669322 + Penalty 5531.810985 = -10196615.858337
  nChanged 7
		SP:Iteration 24Q (8596.330000 sec): 3 clusters
  Score: Raw -10202151.814264 + Penalty 5531.810985 = -10196620.003279
  nChanged 3
		SP:Iteration 25Q (8596.510000 sec): 3 clusters
  Score: Raw -10202153.922466 + Penalty 5531.810985 = -10196622.111481
  nChanged 6
		SP:Iteration 26Q (8596.700000 sec): 3 clusters
  Score: Raw -10202159.225316 + Penalty 5531.810985 = -10196627.414331
  nChanged 8
		SP:Iteration 27Q (8596.880000 sec): 3 clusters
  Score: Raw -10202165.074745 + Penalty 5531.810985 = -10196633.263760
  nChanged 6
		SP:Iteration 28Q (8597.060000 sec): 3 clusters
  Score: Raw -10202171.516160 + Penalty 5531.810985 = -10196639.705175
  nChanged 8
		SP:Iteration 29Q (8597.240000 sec): 3 clusters
  Score: Raw -10202177.447959 + Penalty 5531.810985 = -10196645.636974
  nChanged 4
		SP:Iteration 30Q (8597.420000 sec): 3 clusters
  Score: Raw -10202180.061173 + Penalty 5531.810985 = -10196648.250188
  nChanged 2
		SP:Iteration 31Q (8597.600000 sec): 3 clusters
  Score: Raw -10202181.474832 + Penalty 5531.810985 = -10196649.663847
  nChanged 4
		SP:Iteration 32Q (8597.780000 sec): 3 clusters
  Score: Raw -10202184.594685 + Penalty 5531.810985 = -10196652.783700
  nChanged 0
		SP:Iteration 33F (8598.030000 sec): 3 clusters
  Score: Raw -10202184.594685 + Penalty 5531.810985 = -10196652.783700
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8598.060000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8598.070000 sec): 3 clusters
  Score: Raw -385262.278581 + Penalty 3923.652944 = -381338.625637
  nChanged 933
		SP:Iteration 1F (8598.080000 sec): 3 clusters
  Score: Raw -385840.639080 + Penalty 3923.652944 = -381916.986137
  nChanged 190
		SP:Iteration 2F (8598.090000 sec): 3 clusters
  Score: Raw -385975.975828 + Penalty 3923.652944 = -382052.322885
  nChanged 118
		SP:Iteration 3Q (8598.100000 sec): 3 clusters
  Score: Raw -386053.642836 + Penalty 3923.652944 = -382129.989892
  nChanged 91
		SP:Iteration 4Q (8598.110000 sec): 3 clusters
  Score: Raw -386113.211520 + Penalty 3923.652944 = -382189.558577
  nChanged 61
		SP:Iteration 5Q (8598.120000 sec): 3 clusters
  Score: Raw -386145.845252 + Penalty 3923.652944 = -382222.192308
  nChanged 40
		SP:Iteration 6Q (8598.130000 sec): 3 clusters
  Score: Raw -386168.207440 + Penalty 3923.652944 = -382244.554497
  nChanged 41
		SP:Iteration 7Q (8598.140000 sec): 3 clusters
  Score: Raw -386188.642950 + Penalty 3923.652944 = -382264.990006
  nChanged 21
		SP:Iteration 8Q (8598.150000 sec): 3 clusters
  Score: Raw -386199.812693 + Penalty 3923.652944 = -382276.159749
  nChanged 18
		SP:Iteration 9Q (8598.160000 sec): 3 clusters
  Score: Raw -386210.812808 + Penalty 3923.652944 = -382287.159865
  nChanged 18
		SP:Iteration 10Q (8598.170000 sec): 3 clusters
  Score: Raw -386221.854952 + Penalty 3923.652944 = -382298.202009
  nChanged 25
		SP:Iteration 11Q (8598.170000 sec): 3 clusters
  Score: Raw -386237.364769 + Penalty 3923.652944 = -382313.711825
  nChanged 21
		SP:Iteration 12Q (8598.190000 sec): 3 clusters
  Score: Raw -386249.350024 + Penalty 3923.652944 = -382325.697080
  nChanged 17
		SP:Iteration 13Q (8598.190000 sec): 3 clusters
  Score: Raw -386256.896187 + Penalty 3923.652944 = -382333.243243
  nChanged 12
		SP:Iteration 14Q (8598.200000 sec): 3 clusters
  Score: Raw -386263.473043 + Penalty 3923.652944 = -382339.820099
  nChanged 15
		SP:Iteration 15Q (8598.210000 sec): 3 clusters
  Score: Raw -386270.538318 + Penalty 3923.652944 = -382346.885374
  nChanged 10
		SP:Iteration 16Q (8598.220000 sec): 3 clusters
  Score: Raw -386274.386155 + Penalty 3923.652944 = -382350.733211
  nChanged 5
		SP:Iteration 17Q (8598.230000 sec): 3 clusters
  Score: Raw -386276.497997 + Penalty 3923.652944 = -382352.845053
  nChanged 3
		SP:Iteration 18Q (8598.240000 sec): 3 clusters
  Score: Raw -386277.542385 + Penalty 3923.652944 = -382353.889441
  nChanged 4
		SP:Iteration 19Q (8598.250000 sec): 3 clusters
  Score: Raw -386279.081406 + Penalty 3923.652944 = -382355.428463
  nChanged 1
		SP:Iteration 20F (8598.260000 sec): 3 clusters
  Score: Raw -386279.291768 + Penalty 3923.652944 = -382355.638824
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8598.260000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8598.270000 sec): 3 clusters
  Score: Raw -168800.411727 + Penalty 3494.272938 = -165306.138789
  nChanged 308
		SP:Iteration 1F (8598.270000 sec): 3 clusters
  Score: Raw -169093.534811 + Penalty 3494.272938 = -165599.261873
  nChanged 65
		SP:Iteration 2F (8598.270000 sec): 3 clusters
  Score: Raw -169162.705115 + Penalty 3494.272938 = -165668.432177
  nChanged 27
		SP:Iteration 3Q (8598.280000 sec): 3 clusters
  Score: Raw -169195.004949 + Penalty 3494.272938 = -165700.732011
  nChanged 26
		SP:Iteration 4Q (8598.280000 sec): 3 clusters
  Score: Raw -169222.442126 + Penalty 3494.272938 = -165728.169188
  nChanged 15
		SP:Iteration 5Q (8598.290000 sec): 3 clusters
  Score: Raw -169239.280673 + Penalty 3494.272938 = -165745.007734
  nChanged 11
		SP:Iteration 6Q (8598.290000 sec): 3 clusters
  Score: Raw -169256.229200 + Penalty 3494.272938 = -165761.956262
  nChanged 9
		SP:Iteration 7Q (8598.290000 sec): 3 clusters
  Score: Raw -169267.634146 + Penalty 3494.272938 = -165773.361208
  nChanged 2
		SP:Iteration 8Q (8598.300000 sec): 3 clusters
  Score: Raw -169269.360561 + Penalty 3494.272938 = -165775.087623
  nChanged 3
		SP:Iteration 9Q (8598.300000 sec): 3 clusters
  Score: Raw -169272.033732 + Penalty 3494.272938 = -165777.760794
  nChanged 1
		SP:Iteration 10Q (8598.310000 sec): 3 clusters
  Score: Raw -169272.604319 + Penalty 3494.272938 = -165778.331381
  nChanged 1
		SP:Iteration 11Q (8598.310000 sec): 3 clusters
  Score: Raw -169273.032109 + Penalty 3494.272938 = -165778.759171
  nChanged 0
		SP:Iteration 12F (8598.310000 sec): 3 clusters
  Score: Raw -169273.032109 + Penalty 3494.272938 = -165778.759171
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8598.320000 sec): 2 clusters
  Score: Raw -257203.131277 + Penalty 1864.614590 = -255338.516687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8598.330000 sec): 3 clusters
  Score: Raw -256687.296937 + Penalty 3729.229180 = -252958.067758
  nChanged 652
		SP:Iteration 1F (8598.330000 sec): 3 clusters
  Score: Raw -257722.443796 + Penalty 3729.229180 = -253993.214617
  nChanged 263
		SP:Iteration 2F (8598.340000 sec): 3 clusters
  Score: Raw -258308.142265 + Penalty 3729.229180 = -254578.913085
  nChanged 157
		SP:Iteration 3F (8598.350000 sec): 3 clusters
  Score: Raw -258580.806836 + Penalty 3729.229180 = -254851.577656
  nChanged 79
		SP:Iteration 4Q (8598.350000 sec): 3 clusters
  Score: Raw -258694.084897 + Penalty 3729.229180 = -254964.855718
  nChanged 38
		SP:Iteration 5Q (8598.360000 sec): 3 clusters
  Score: Raw -258757.292815 + Penalty 3729.229180 = -255028.063636
  nChanged 31
		SP:Iteration 6Q (8598.370000 sec): 3 clusters
  Score: Raw -258803.759150 + Penalty 3729.229180 = -255074.529971
  nChanged 21
		SP:Iteration 7Q (8598.370000 sec): 3 clusters
  Score: Raw -258827.902506 + Penalty 3729.229180 = -255098.673326
  nChanged 13
		SP:Iteration 8Q (8598.370000 sec): 3 clusters
  Score: Raw -258839.240519 + Penalty 3729.229180 = -255110.011340
  nChanged 8
		SP:Iteration 9Q (8598.380000 sec): 3 clusters
  Score: Raw -258847.149915 + Penalty 3729.229180 = -255117.920736
  nChanged 3
		SP:Iteration 10Q (8598.390000 sec): 3 clusters
  Score: Raw -258849.808666 + Penalty 3729.229180 = -255120.579486
  nChanged 0
		SP:Iteration 11F (8598.390000 sec): 3 clusters
  Score: Raw -258849.808666 + Penalty 3729.229180 = -255120.579486
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10860 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8598.430000 sec): 2 clusters
  Score: Raw -1659453.063701 + Penalty 2304.624715 = -1657148.438986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8598.470000 sec): 3 clusters
  Score: Raw -1653496.287335 + Penalty 4609.249430 = -1648887.037905
  nChanged 4548
		SP:Iteration 1F (8598.510000 sec): 3 clusters
  Score: Raw -1655860.141262 + Penalty 4609.249430 = -1651250.891831
  nChanged 652
		SP:Iteration 2F (8598.540000 sec): 3 clusters
  Score: Raw -1656131.319206 + Penalty 4609.249430 = -1651522.069776
  nChanged 513
		SP:Iteration 3Q (8598.580000 sec): 3 clusters
  Score: Raw -1656317.263854 + Penalty 4609.249430 = -1651708.014423
  nChanged 410
		SP:Iteration 4Q (8598.620000 sec): 3 clusters
  Score: Raw -1656468.063191 + Penalty 4609.249430 = -1651858.813761
  nChanged 361
		SP:Iteration 5Q (8598.650000 sec): 3 clusters
  Score: Raw -1656583.993125 + Penalty 4609.249430 = -1651974.743694
  nChanged 305
		SP:Iteration 6Q (8598.690000 sec): 3 clusters
  Score: Raw -1656679.376979 + Penalty 4609.249430 = -1652070.127549
  nChanged 272
		SP:Iteration 7Q (8598.730000 sec): 3 clusters
  Score: Raw -1656770.158969 + Penalty 4609.249430 = -1652160.909539
  nChanged 260
		SP:Iteration 8Q (8598.770000 sec): 3 clusters
  Score: Raw -1656861.794942 + Penalty 4609.249430 = -1652252.545511
  nChanged 288
		SP:Iteration 9Q (8598.800000 sec): 3 clusters
  Score: Raw -1656968.197300 + Penalty 4609.249430 = -1652358.947870
  nChanged 311
		SP:Iteration 10Q (8598.840000 sec): 3 clusters
  Score: Raw -1657100.498875 + Penalty 4609.249430 = -1652491.249444
  nChanged 363
		SP:Iteration 11Q (8598.880000 sec): 3 clusters
  Score: Raw -1657293.174049 + Penalty 4609.249430 = -1652683.924619
  nChanged 440
		SP:Iteration 12Q (8598.910000 sec): 3 clusters
  Score: Raw -1657566.571864 + Penalty 4609.249430 = -1652957.322434
  nChanged 495
		SP:Iteration 13Q (8598.950000 sec): 3 clusters
  Score: Raw -1657886.491401 + Penalty 4609.249430 = -1653277.241970
  nChanged 520
		SP:Iteration 14Q (8598.990000 sec): 3 clusters
  Score: Raw -1658284.756737 + Penalty 4609.249430 = -1653675.507306
  nChanged 491
		SP:Iteration 15Q (8599.030000 sec): 3 clusters
  Score: Raw -1658694.336574 + Penalty 4609.249430 = -1654085.087144
  nChanged 427
		SP:Iteration 16Q (8599.060000 sec): 3 clusters
  Score: Raw -1659059.234368 + Penalty 4609.249430 = -1654449.984938
  nChanged 312
		SP:Iteration 17Q (8599.100000 sec): 3 clusters
  Score: Raw -1659327.544107 + Penalty 4609.249430 = -1654718.294677
  nChanged 212
		SP:Iteration 18Q (8599.130000 sec): 3 clusters
  Score: Raw -1659514.853643 + Penalty 4609.249430 = -1654905.604213
  nChanged 148
		SP:Iteration 19Q (8599.170000 sec): 3 clusters
  Score: Raw -1659643.334861 + Penalty 4609.249430 = -1655034.085430
  nChanged 94
		SP:Iteration 20F (8599.200000 sec): 3 clusters
  Score: Raw -1659732.649335 + Penalty 4609.249430 = -1655123.399905
  nChanged 66
		SP:Iteration 21Q (8599.230000 sec): 3 clusters
  Score: Raw -1659796.644224 + Penalty 4609.249430 = -1655187.394794
  nChanged 35
		SP:Iteration 22Q (8599.270000 sec): 3 clusters
  Score: Raw -1659829.819797 + Penalty 4609.249430 = -1655220.570367
  nChanged 26
		SP:Iteration 23Q (8599.290000 sec): 3 clusters
  Score: Raw -1659848.638191 + Penalty 4609.249430 = -1655239.388760
  nChanged 17
		SP:Iteration 24Q (8599.320000 sec): 3 clusters
  Score: Raw -1659863.155840 + Penalty 4609.249430 = -1655253.906409
  nChanged 11
		SP:Iteration 25Q (8599.350000 sec): 3 clusters
  Score: Raw -1659871.847998 + Penalty 4609.249430 = -1655262.598568
  nChanged 7
		SP:Iteration 26Q (8599.380000 sec): 3 clusters
  Score: Raw -1659876.984061 + Penalty 4609.249430 = -1655267.734631
  nChanged 6
		SP:Iteration 27Q (8599.410000 sec): 3 clusters
  Score: Raw -1659883.922388 + Penalty 4609.249430 = -1655274.672957
  nChanged 3
		SP:Iteration 28Q (8599.440000 sec): 3 clusters
  Score: Raw -1659885.824316 + Penalty 4609.249430 = -1655276.574885
  nChanged 2
		SP:Iteration 29Q (8599.470000 sec): 3 clusters
  Score: Raw -1659887.884473 + Penalty 4609.249430 = -1655278.635043
  nChanged 2
		SP:Iteration 30Q (8599.500000 sec): 3 clusters
  Score: Raw -1659888.990661 + Penalty 4609.249430 = -1655279.741231
  nChanged 1
		SP:Iteration 31Q (8599.530000 sec): 3 clusters
  Score: Raw -1659889.735083 + Penalty 4609.249430 = -1655280.485652
  nChanged 2
		SP:Iteration 32Q (8599.560000 sec): 3 clusters
  Score: Raw -1659890.647790 + Penalty 4609.249430 = -1655281.398359
  nChanged 2
		SP:Iteration 33Q (8599.590000 sec): 3 clusters
  Score: Raw -1659892.314242 + Penalty 4609.249430 = -1655283.064811
  nChanged 3
		SP:Iteration 34Q (8599.610000 sec): 3 clusters
  Score: Raw -1659894.146766 + Penalty 4609.249430 = -1655284.897336
  nChanged 5
		SP:Iteration 35Q (8599.650000 sec): 3 clusters
  Score: Raw -1659898.504226 + Penalty 4609.249430 = -1655289.254795
  nChanged 2
		SP:Iteration 36Q (8599.670000 sec): 3 clusters
  Score: Raw -1659900.204879 + Penalty 4609.249430 = -1655290.955449
  nChanged 0
		SP:Iteration 37F (8599.710000 sec): 3 clusters
  Score: Raw -1659900.204879 + Penalty 4609.249430 = -1655290.955449
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8599.750000 sec): 2 clusters
  Score: Raw -1984877.391907 + Penalty 2369.515328 = -1982507.876579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8599.800000 sec): 3 clusters
  Score: Raw -1976933.298490 + Penalty 4739.030657 = -1972194.267834
  nChanged 6093
		SP:Iteration 1F (8599.850000 sec): 3 clusters
  Score: Raw -1980289.275030 + Penalty 4739.030657 = -1975550.244373
  nChanged 961
		SP:Iteration 2F (8599.900000 sec): 3 clusters
  Score: Raw -1980755.345344 + Penalty 4739.030657 = -1976016.314687
  nChanged 785
		SP:Iteration 3F (8599.950000 sec): 3 clusters
  Score: Raw -1981135.511189 + Penalty 4739.030657 = -1976396.480533
  nChanged 677
		SP:Iteration 4Q (8599.990000 sec): 3 clusters
  Score: Raw -1981444.320879 + Penalty 4739.030657 = -1976705.290223
  nChanged 659
		SP:Iteration 5Q (8600.040000 sec): 3 clusters
  Score: Raw -1981777.875997 + Penalty 4739.030657 = -1977038.845340
  nChanged 655
		SP:Iteration 6Q (8600.090000 sec): 3 clusters
  Score: Raw -1982153.411884 + Penalty 4739.030657 = -1977414.381227
  nChanged 676
		SP:Iteration 7Q (8600.140000 sec): 3 clusters
  Score: Raw -1982563.159795 + Penalty 4739.030657 = -1977824.129138
  nChanged 628
		SP:Iteration 8Q (8600.190000 sec): 3 clusters
  Score: Raw -1982962.218192 + Penalty 4739.030657 = -1978223.187535
  nChanged 586
		SP:Iteration 9Q (8600.240000 sec): 3 clusters
  Score: Raw -1983368.224993 + Penalty 4739.030657 = -1978629.194336
  nChanged 580
		SP:Iteration 10Q (8600.290000 sec): 3 clusters
  Score: Raw -1983764.168499 + Penalty 4739.030657 = -1979025.137842
  nChanged 469
		SP:Iteration 11Q (8600.330000 sec): 3 clusters
  Score: Raw -1984132.656934 + Penalty 4739.030657 = -1979393.626278
  nChanged 429
		SP:Iteration 12Q (8600.380000 sec): 3 clusters
  Score: Raw -1984488.362000 + Penalty 4739.030657 = -1979749.331343
  nChanged 335
		SP:Iteration 13Q (8600.430000 sec): 3 clusters
  Score: Raw -1984763.608832 + Penalty 4739.030657 = -1980024.578175
  nChanged 261
		SP:Iteration 14Q (8600.470000 sec): 3 clusters
  Score: Raw -1984975.711575 + Penalty 4739.030657 = -1980236.680918
  nChanged 189
		SP:Iteration 15Q (8600.510000 sec): 3 clusters
  Score: Raw -1985111.115147 + Penalty 4739.030657 = -1980372.084490
  nChanged 127
		SP:Iteration 16Q (8600.550000 sec): 3 clusters
  Score: Raw -1985188.011308 + Penalty 4739.030657 = -1980448.980652
  nChanged 90
		SP:Iteration 17Q (8600.590000 sec): 3 clusters
  Score: Raw -1985246.067235 + Penalty 4739.030657 = -1980507.036579
  nChanged 60
		SP:Iteration 18Q (8600.630000 sec): 3 clusters
  Score: Raw -1985290.272259 + Penalty 4739.030657 = -1980551.241602
  nChanged 49
		SP:Iteration 19Q (8600.670000 sec): 3 clusters
  Score: Raw -1985324.056351 + Penalty 4739.030657 = -1980585.025694
  nChanged 29
		SP:Iteration 20F (8600.720000 sec): 3 clusters
  Score: Raw -1985346.072236 + Penalty 4739.030657 = -1980607.041580
  nChanged 26
		SP:Iteration 21Q (8600.760000 sec): 3 clusters
  Score: Raw -1985361.636491 + Penalty 4739.030657 = -1980622.605834
  nChanged 16
		SP:Iteration 22Q (8600.790000 sec): 3 clusters
  Score: Raw -1985370.578786 + Penalty 4739.030657 = -1980631.548129
  nChanged 14
		SP:Iteration 23Q (8600.830000 sec): 3 clusters
  Score: Raw -1985379.487256 + Penalty 4739.030657 = -1980640.456599
  nChanged 8
		SP:Iteration 24Q (8600.870000 sec): 3 clusters
  Score: Raw -1985387.592326 + Penalty 4739.030657 = -1980648.561669
  nChanged 11
		SP:Iteration 25Q (8600.910000 sec): 3 clusters
  Score: Raw -1985394.130745 + Penalty 4739.030657 = -1980655.100089
  nChanged 8
		SP:Iteration 26Q (8600.950000 sec): 3 clusters
  Score: Raw -1985401.154989 + Penalty 4739.030657 = -1980662.124332
  nChanged 9
		SP:Iteration 27Q (8600.980000 sec): 3 clusters
  Score: Raw -1985407.139950 + Penalty 4739.030657 = -1980668.109294
  nChanged 14
		SP:Iteration 28Q (8601.020000 sec): 3 clusters
  Score: Raw -1985418.167293 + Penalty 4739.030657 = -1980679.136637
  nChanged 10
		SP:Iteration 29Q (8601.060000 sec): 3 clusters
  Score: Raw -1985426.153509 + Penalty 4739.030657 = -1980687.122852
  nChanged 9
		SP:Iteration 30Q (8601.090000 sec): 3 clusters
  Score: Raw -1985433.075035 + Penalty 4739.030657 = -1980694.044379
  nChanged 8
		SP:Iteration 31Q (8601.130000 sec): 3 clusters
  Score: Raw -1985437.298087 + Penalty 4739.030657 = -1980698.267430
  nChanged 11
		SP:Iteration 32Q (8601.170000 sec): 3 clusters
  Score: Raw -1985443.469799 + Penalty 4739.030657 = -1980704.439143
  nChanged 10
		SP:Iteration 33Q (8601.200000 sec): 3 clusters
  Score: Raw -1985448.473811 + Penalty 4739.030657 = -1980709.443155
  nChanged 10
		SP:Iteration 34Q (8601.240000 sec): 3 clusters
  Score: Raw -1985455.742143 + Penalty 4739.030657 = -1980716.711486
  nChanged 8
		SP:Iteration 35Q (8601.270000 sec): 3 clusters
  Score: Raw -1985461.832307 + Penalty 4739.030657 = -1980722.801650
  nChanged 12
		SP:Iteration 36Q (8601.310000 sec): 3 clusters
  Score: Raw -1985468.761988 + Penalty 4739.030657 = -1980729.731332
  nChanged 9
		SP:Iteration 37Q (8601.350000 sec): 3 clusters
  Score: Raw -1985474.071390 + Penalty 4739.030657 = -1980735.040734
  nChanged 7
		SP:Iteration 38Q (8601.380000 sec): 3 clusters
  Score: Raw -1985478.349347 + Penalty 4739.030657 = -1980739.318690
  nChanged 6
		SP:Iteration 39Q (8601.420000 sec): 3 clusters
  Score: Raw -1985482.720285 + Penalty 4739.030657 = -1980743.689629
  nChanged 4
		SP:Iteration 40F (8601.470000 sec): 3 clusters
  Score: Raw -1985485.204064 + Penalty 4739.030657 = -1980746.173407
  nChanged 5
		SP:Iteration 41Q (8601.500000 sec): 3 clusters
  Score: Raw -1985489.336241 + Penalty 4739.030657 = -1980750.305585
  nChanged 6
		SP:Iteration 42Q (8601.540000 sec): 3 clusters
  Score: Raw -1985492.311321 + Penalty 4739.030657 = -1980753.280664
  nChanged 1
		SP:Iteration 43Q (8601.570000 sec): 3 clusters
  Score: Raw -1985492.765804 + Penalty 4739.030657 = -1980753.735148
  nChanged 0
		SP:Iteration 44F (8601.620000 sec): 3 clusters
  Score: Raw -1985492.765804 + Penalty 4739.030657 = -1980753.735148
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8601.630000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8601.630000 sec): 3 clusters
  Score: Raw -73227.763819 + Penalty 3074.445443 = -70153.318376
  nChanged 81
		SP:Iteration 1F (8601.630000 sec): 3 clusters
  Score: Raw -73379.344680 + Penalty 3074.445443 = -70304.899237
  nChanged 23
		SP:Iteration 2Q (8601.630000 sec): 3 clusters
  Score: Raw -73437.299580 + Penalty 3074.445443 = -70362.854136
  nChanged 7
		SP:Iteration 3Q (8601.640000 sec): 3 clusters
  Score: Raw -73451.297956 + Penalty 3074.445443 = -70376.852513
  nChanged 2
		SP:Iteration 4Q (8601.640000 sec): 3 clusters
  Score: Raw -73454.527155 + Penalty 3074.445443 = -70380.081711
  nChanged 2
		SP:Iteration 5Q (8601.640000 sec): 3 clusters
  Score: Raw -73460.411300 + Penalty 3074.445443 = -70385.965857
  nChanged 2
		SP:Iteration 6Q (8601.640000 sec): 3 clusters
  Score: Raw -73464.247739 + Penalty 3074.445443 = -70389.802295
  nChanged 0
		SP:Iteration 7F (8601.650000 sec): 3 clusters
  Score: Raw -73464.247739 + Penalty 3074.445443 = -70389.802295
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8601.650000 sec): 2 clusters
  Score: Raw -309815.793004 + Penalty 1905.598267 = -307910.194737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8601.660000 sec): 3 clusters
  Score: Raw -308952.565355 + Penalty 3811.196534 = -305141.368821
  nChanged 715
		SP:Iteration 1F (8601.670000 sec): 3 clusters
  Score: Raw -309448.920265 + Penalty 3811.196534 = -305637.723731
  nChanged 167
		SP:Iteration 2F (8601.670000 sec): 3 clusters
  Score: Raw -309589.926420 + Penalty 3811.196534 = -305778.729885
  nChanged 103
		SP:Iteration 3Q (8601.690000 sec): 3 clusters
  Score: Raw -309660.147335 + Penalty 3811.196534 = -305848.950800
  nChanged 54
		SP:Iteration 4Q (8601.700000 sec): 3 clusters
  Score: Raw -309695.942422 + Penalty 3811.196534 = -305884.745888
  nChanged 33
		SP:Iteration 5Q (8601.700000 sec): 3 clusters
  Score: Raw -309722.394840 + Penalty 3811.196534 = -305911.198306
  nChanged 28
		SP:Iteration 6Q (8601.710000 sec): 3 clusters
  Score: Raw -309743.015237 + Penalty 3811.196534 = -305931.818702
  nChanged 24
		SP:Iteration 7Q (8601.720000 sec): 3 clusters
  Score: Raw -309757.423937 + Penalty 3811.196534 = -305946.227403
  nChanged 17
		SP:Iteration 8Q (8601.720000 sec): 3 clusters
  Score: Raw -309766.763061 + Penalty 3811.196534 = -305955.566527
  nChanged 11
		SP:Iteration 9Q (8601.730000 sec): 3 clusters
  Score: Raw -309776.858044 + Penalty 3811.196534 = -305965.661509
  nChanged 14
		SP:Iteration 10Q (8601.740000 sec): 3 clusters
  Score: Raw -309787.611481 + Penalty 3811.196534 = -305976.414947
  nChanged 13
		SP:Iteration 11Q (8601.750000 sec): 3 clusters
  Score: Raw -309795.871439 + Penalty 3811.196534 = -305984.674904
  nChanged 9
		SP:Iteration 12Q (8601.760000 sec): 3 clusters
  Score: Raw -309802.032063 + Penalty 3811.196534 = -305990.835528
  nChanged 6
		SP:Iteration 13Q (8601.760000 sec): 3 clusters
  Score: Raw -309805.484158 + Penalty 3811.196534 = -305994.287623
  nChanged 6
		SP:Iteration 14Q (8601.770000 sec): 3 clusters
  Score: Raw -309808.603318 + Penalty 3811.196534 = -305997.406784
  nChanged 4
		SP:Iteration 15Q (8601.780000 sec): 3 clusters
  Score: Raw -309810.749345 + Penalty 3811.196534 = -305999.552811
  nChanged 1
		SP:Iteration 16Q (8601.780000 sec): 3 clusters
  Score: Raw -309811.150953 + Penalty 3811.196534 = -305999.954419
  nChanged 1
		SP:Iteration 17Q (8601.790000 sec): 3 clusters
  Score: Raw -309811.706402 + Penalty 3811.196534 = -306000.509868
  nChanged 0
		SP:Iteration 18F (8601.800000 sec): 3 clusters
  Score: Raw -309811.706402 + Penalty 3811.196534 = -306000.509868
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8601.900000 sec): 2 clusters
  Score: Raw -4594677.129706 + Penalty 2568.397217 = -4592108.732489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8602.020000 sec): 3 clusters
  Score: Raw -4575743.437567 + Penalty 5136.794433 = -4570606.643133
  nChanged 14263
		SP:Iteration 1F (8602.130000 sec): 3 clusters
  Score: Raw -4583588.080828 + Penalty 5136.794433 = -4578451.286395
  nChanged 1370
		SP:Iteration 2Q (8602.250000 sec): 3 clusters
  Score: Raw -4584017.299867 + Penalty 5136.794433 = -4578880.505434
  nChanged 1216
		SP:Iteration 3Q (8602.360000 sec): 3 clusters
  Score: Raw -4584423.862186 + Penalty 5136.794433 = -4579287.067753
  nChanged 1202
		SP:Iteration 4Q (8602.480000 sec): 3 clusters
  Score: Raw -4584856.041025 + Penalty 5136.794433 = -4579719.246592
  nChanged 1303
		SP:Iteration 5Q (8602.590000 sec): 3 clusters
  Score: Raw -4585401.737416 + Penalty 5136.794433 = -4580264.942983
  nChanged 1410
		SP:Iteration 6Q (8602.710000 sec): 3 clusters
  Score: Raw -4586081.070565 + Penalty 5136.794433 = -4580944.276132
  nChanged 1684
		SP:Iteration 7F (8602.820000 sec): 3 clusters
  Score: Raw -4587003.184490 + Penalty 5136.794433 = -4581866.390057
  nChanged 1906
		SP:Iteration 8F (8602.930000 sec): 3 clusters
  Score: Raw -4588272.801136 + Penalty 5136.794433 = -4583136.006703
  nChanged 2102
		SP:Iteration 9F (8603.050000 sec): 3 clusters
  Score: Raw -4589819.896074 + Penalty 5136.794433 = -4584683.101641
  nChanged 1958
		SP:Iteration 10F (8603.160000 sec): 3 clusters
  Score: Raw -4591333.351924 + Penalty 5136.794433 = -4586196.557490
  nChanged 1561
		SP:Iteration 11Q (8603.270000 sec): 3 clusters
  Score: Raw -4592457.421847 + Penalty 5136.794433 = -4587320.627413
  nChanged 1114
		SP:Iteration 12Q (8603.380000 sec): 3 clusters
  Score: Raw -4593177.565137 + Penalty 5136.794433 = -4588040.770703
  nChanged 799
		SP:Iteration 13Q (8603.500000 sec): 3 clusters
  Score: Raw -4593663.676597 + Penalty 5136.794433 = -4588526.882164
  nChanged 561
		SP:Iteration 14Q (8603.610000 sec): 3 clusters
  Score: Raw -4594070.081107 + Penalty 5136.794433 = -4588933.286674
  nChanged 409
		SP:Iteration 15Q (8603.720000 sec): 3 clusters
  Score: Raw -4594466.363580 + Penalty 5136.794433 = -4589329.569146
  nChanged 295
		SP:Iteration 16Q (8603.820000 sec): 3 clusters
  Score: Raw -4594861.433719 + Penalty 5136.794433 = -4589724.639285
  nChanged 221
		SP:Iteration 17Q (8603.910000 sec): 3 clusters
  Score: Raw -4595172.492986 + Penalty 5136.794433 = -4590035.698553
  nChanged 192
		SP:Iteration 18Q (8604.000000 sec): 3 clusters
  Score: Raw -4595394.146564 + Penalty 5136.794433 = -4590257.352131
  nChanged 140
		SP:Iteration 19Q (8604.090000 sec): 3 clusters
  Score: Raw -4595510.965761 + Penalty 5136.794433 = -4590374.171328
  nChanged 106
		SP:Iteration 20F (8604.200000 sec): 3 clusters
  Score: Raw -4595574.323809 + Penalty 5136.794433 = -4590437.529376
  nChanged 75
		SP:Iteration 21Q (8604.280000 sec): 3 clusters
  Score: Raw -4595611.184668 + Penalty 5136.794433 = -4590474.390234
  nChanged 63
		SP:Iteration 22Q (8604.360000 sec): 3 clusters
  Score: Raw -4595638.429577 + Penalty 5136.794433 = -4590501.635143
  nChanged 54
		SP:Iteration 23Q (8604.450000 sec): 3 clusters
  Score: Raw -4595658.043914 + Penalty 5136.794433 = -4590521.249481
  nChanged 33
		SP:Iteration 24Q (8604.530000 sec): 3 clusters
  Score: Raw -4595670.246551 + Penalty 5136.794433 = -4590533.452117
  nChanged 24
		SP:Iteration 25Q (8604.610000 sec): 3 clusters
  Score: Raw -4595679.386749 + Penalty 5136.794433 = -4590542.592315
  nChanged 29
		SP:Iteration 26Q (8604.700000 sec): 3 clusters
  Score: Raw -4595687.921830 + Penalty 5136.794433 = -4590551.127397
  nChanged 24
		SP:Iteration 27Q (8604.780000 sec): 3 clusters
  Score: Raw -4595695.966250 + Penalty 5136.794433 = -4590559.171816
  nChanged 19
		SP:Iteration 28Q (8604.860000 sec): 3 clusters
  Score: Raw -4595700.040292 + Penalty 5136.794433 = -4590563.245859
  nChanged 10
		SP:Iteration 29Q (8604.940000 sec): 3 clusters
  Score: Raw -4595702.190091 + Penalty 5136.794433 = -4590565.395658
  nChanged 6
		SP:Iteration 30Q (8605.030000 sec): 3 clusters
  Score: Raw -4595703.796355 + Penalty 5136.794433 = -4590567.001922
  nChanged 6
		SP:Iteration 31Q (8605.110000 sec): 3 clusters
  Score: Raw -4595704.940848 + Penalty 5136.794433 = -4590568.146415
  nChanged 6
		SP:Iteration 32Q (8605.190000 sec): 3 clusters
  Score: Raw -4595706.235293 + Penalty 5136.794433 = -4590569.440860
  nChanged 7
		SP:Iteration 33Q (8605.280000 sec): 3 clusters
  Score: Raw -4595707.682862 + Penalty 5136.794433 = -4590570.888428
  nChanged 7
		SP:Iteration 34Q (8605.360000 sec): 3 clusters
  Score: Raw -4595709.796049 + Penalty 5136.794433 = -4590573.001616
  nChanged 5
		SP:Iteration 35Q (8605.440000 sec): 3 clusters
  Score: Raw -4595710.678767 + Penalty 5136.794433 = -4590573.884333
  nChanged 2
		SP:Iteration 36Q (8605.530000 sec): 3 clusters
  Score: Raw -4595711.115328 + Penalty 5136.794433 = -4590574.320895
  nChanged 2
		SP:Iteration 37Q (8605.610000 sec): 3 clusters
  Score: Raw -4595711.399070 + Penalty 5136.794433 = -4590574.604637
  nChanged 4
		SP:Iteration 38Q (8605.700000 sec): 3 clusters
  Score: Raw -4595712.016438 + Penalty 5136.794433 = -4590575.222005
  nChanged 2
		SP:Iteration 39Q (8605.780000 sec): 3 clusters
  Score: Raw -4595712.278905 + Penalty 5136.794433 = -4590575.484472
  nChanged 0
		SP:Iteration 40F (8605.890000 sec): 3 clusters
  Score: Raw -4595712.278905 + Penalty 5136.794433 = -4590575.484472
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8606.210000 sec): 2 clusters
  Score: Raw -14339023.494785 + Penalty 2851.716528 = -14336171.778257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8606.570000 sec): 3 clusters
  Score: Raw -14275811.723985 + Penalty 5703.433055 = -14270108.290929
  nChanged 46563
		SP:Iteration 1F (8606.930000 sec): 3 clusters
  Score: Raw -14302645.951347 + Penalty 5703.433055 = -14296942.518292
  nChanged 3630
		SP:Iteration 2Q (8607.290000 sec): 3 clusters
  Score: Raw -14303693.061976 + Penalty 5703.433055 = -14297989.628921
  nChanged 3967
		SP:Iteration 3Q (8607.660000 sec): 3 clusters
  Score: Raw -14305057.592536 + Penalty 5703.433055 = -14299354.159481
  nChanged 4632
		SP:Iteration 4Q (8608.030000 sec): 3 clusters
  Score: Raw -14306983.557298 + Penalty 5703.433055 = -14301280.124243
  nChanged 5477
		SP:Iteration 5F (8608.390000 sec): 3 clusters
  Score: Raw -14309759.898947 + Penalty 5703.433055 = -14304056.465891
  nChanged 6098
		SP:Iteration 6F (8608.740000 sec): 3 clusters
  Score: Raw -14313156.440742 + Penalty 5703.433055 = -14307453.007686
  nChanged 6139
		SP:Iteration 7F (8609.100000 sec): 3 clusters
  Score: Raw -14316804.315104 + Penalty 5703.433055 = -14311100.882049
  nChanged 5993
		SP:Iteration 8F (8609.460000 sec): 3 clusters
  Score: Raw -14320500.832078 + Penalty 5703.433055 = -14314797.399022
  nChanged 5244
		SP:Iteration 9F (8609.830000 sec): 3 clusters
  Score: Raw -14323808.598458 + Penalty 5703.433055 = -14318105.165403
  nChanged 4484
		SP:Iteration 10Q (8610.200000 sec): 3 clusters
  Score: Raw -14326861.853521 + Penalty 5703.433055 = -14321158.420466
  nChanged 3853
		SP:Iteration 11Q (8610.560000 sec): 3 clusters
  Score: Raw -14329581.821472 + Penalty 5703.433055 = -14323878.388416
  nChanged 3175
		SP:Iteration 12Q (8610.910000 sec): 3 clusters
  Score: Raw -14331882.134597 + Penalty 5703.433055 = -14326178.701542
  nChanged 2535
		SP:Iteration 13Q (8611.250000 sec): 3 clusters
  Score: Raw -14333686.674300 + Penalty 5703.433055 = -14327983.241245
  nChanged 1936
		SP:Iteration 14Q (8611.570000 sec): 3 clusters
  Score: Raw -14335049.050535 + Penalty 5703.433055 = -14329345.617480
  nChanged 1568
		SP:Iteration 15Q (8611.880000 sec): 3 clusters
  Score: Raw -14336152.344728 + Penalty 5703.433055 = -14330448.911673
  nChanged 1218
		SP:Iteration 16Q (8612.170000 sec): 3 clusters
  Score: Raw -14336996.282352 + Penalty 5703.433055 = -14331292.849297
  nChanged 955
		SP:Iteration 17Q (8612.460000 sec): 3 clusters
  Score: Raw -14337643.986877 + Penalty 5703.433055 = -14331940.553822
  nChanged 715
		SP:Iteration 18Q (8612.740000 sec): 3 clusters
  Score: Raw -14338111.028879 + Penalty 5703.433055 = -14332407.595824
  nChanged 593
		SP:Iteration 19Q (8613.020000 sec): 3 clusters
  Score: Raw -14338482.847107 + Penalty 5703.433055 = -14332779.414051
  nChanged 492
		SP:Iteration 20F (8613.370000 sec): 3 clusters
  Score: Raw -14338779.206153 + Penalty 5703.433055 = -14333075.773098
  nChanged 410
		SP:Iteration 21Q (8613.640000 sec): 3 clusters
  Score: Raw -14339000.399805 + Penalty 5703.433055 = -14333296.966750
  nChanged 347
		SP:Iteration 22Q (8613.910000 sec): 3 clusters
  Score: Raw -14339176.786390 + Penalty 5703.433055 = -14333473.353335
  nChanged 273
		SP:Iteration 23Q (8614.170000 sec): 3 clusters
  Score: Raw -14339288.749225 + Penalty 5703.433055 = -14333585.316170
  nChanged 216
		SP:Iteration 24Q (8614.440000 sec): 3 clusters
  Score: Raw -14339383.998943 + Penalty 5703.433055 = -14333680.565888
  nChanged 185
		SP:Iteration 25Q (8614.710000 sec): 3 clusters
  Score: Raw -14339453.118138 + Penalty 5703.433055 = -14333749.685083
  nChanged 156
		SP:Iteration 26Q (8614.970000 sec): 3 clusters
  Score: Raw -14339508.705923 + Penalty 5703.433055 = -14333805.272868
  nChanged 150
		SP:Iteration 27Q (8615.240000 sec): 3 clusters
  Score: Raw -14339560.867351 + Penalty 5703.433055 = -14333857.434295
  nChanged 116
		SP:Iteration 28Q (8615.500000 sec): 3 clusters
  Score: Raw -14339599.875377 + Penalty 5703.433055 = -14333896.442322
  nChanged 113
		SP:Iteration 29Q (8615.760000 sec): 3 clusters
  Score: Raw -14339635.965520 + Penalty 5703.433055 = -14333932.532465
  nChanged 98
		SP:Iteration 30Q (8616.030000 sec): 3 clusters
  Score: Raw -14339669.841919 + Penalty 5703.433055 = -14333966.408864
  nChanged 86
		SP:Iteration 31Q (8616.290000 sec): 3 clusters
  Score: Raw -14339699.123502 + Penalty 5703.433055 = -14333995.690447
  nChanged 84
		SP:Iteration 32Q (8616.550000 sec): 3 clusters
  Score: Raw -14339723.942044 + Penalty 5703.433055 = -14334020.508988
  nChanged 71
		SP:Iteration 33Q (8616.810000 sec): 3 clusters
  Score: Raw -14339742.593057 + Penalty 5703.433055 = -14334039.160002
  nChanged 53
		SP:Iteration 34Q (8617.080000 sec): 3 clusters
  Score: Raw -14339758.635832 + Penalty 5703.433055 = -14334055.202777
  nChanged 54
		SP:Iteration 35Q (8617.340000 sec): 3 clusters
  Score: Raw -14339772.521873 + Penalty 5703.433055 = -14334069.088818
  nChanged 39
		SP:Iteration 36Q (8617.600000 sec): 3 clusters
  Score: Raw -14339783.167948 + Penalty 5703.433055 = -14334079.734892
  nChanged 37
		SP:Iteration 37Q (8617.860000 sec): 3 clusters
  Score: Raw -14339791.472518 + Penalty 5703.433055 = -14334088.039463
  nChanged 31
		SP:Iteration 38Q (8618.120000 sec): 3 clusters
  Score: Raw -14339798.120960 + Penalty 5703.433055 = -14334094.687905
  nChanged 28
		SP:Iteration 39Q (8618.380000 sec): 3 clusters
  Score: Raw -14339805.582755 + Penalty 5703.433055 = -14334102.149700
  nChanged 27
		SP:Iteration 40F (8618.730000 sec): 3 clusters
  Score: Raw -14339811.124812 + Penalty 5703.433055 = -14334107.691756
  nChanged 22
		SP:Iteration 41Q (8618.990000 sec): 3 clusters
  Score: Raw -14339815.574630 + Penalty 5703.433055 = -14334112.141575
  nChanged 23
		SP:Iteration 42Q (8619.250000 sec): 3 clusters
  Score: Raw -14339819.785102 + Penalty 5703.433055 = -14334116.352047
  nChanged 12
		SP:Iteration 43Q (8619.510000 sec): 3 clusters
  Score: Raw -14339822.248392 + Penalty 5703.433055 = -14334118.815337
  nChanged 11
		SP:Iteration 44Q (8619.770000 sec): 3 clusters
  Score: Raw -14339825.003833 + Penalty 5703.433055 = -14334121.570778
  nChanged 13
		SP:Iteration 45Q (8620.030000 sec): 3 clusters
  Score: Raw -14339827.577562 + Penalty 5703.433055 = -14334124.144507
  nChanged 16
		SP:Iteration 46Q (8620.290000 sec): 3 clusters
  Score: Raw -14339831.655601 + Penalty 5703.433055 = -14334128.222546
  nChanged 24
		SP:Iteration 47Q (8620.550000 sec): 3 clusters
  Score: Raw -14339836.185791 + Penalty 5703.433055 = -14334132.752736
  nChanged 11
		SP:Iteration 48Q (8620.810000 sec): 3 clusters
  Score: Raw -14339838.409020 + Penalty 5703.433055 = -14334134.975964
  nChanged 11
		SP:Iteration 49Q (8621.070000 sec): 3 clusters
  Score: Raw -14339841.319578 + Penalty 5703.433055 = -14334137.886523
  nChanged 11
		SP:Iteration 50Q (8621.330000 sec): 3 clusters
  Score: Raw -14339844.448240 + Penalty 5703.433055 = -14334141.015185
  nChanged 12
		SP:Iteration 51Q (8621.590000 sec): 3 clusters
  Score: Raw -14339846.342668 + Penalty 5703.433055 = -14334142.909613
  nChanged 14
		SP:Iteration 52Q (8621.850000 sec): 3 clusters
  Score: Raw -14339851.225659 + Penalty 5703.433055 = -14334147.792604
  nChanged 18
		SP:Iteration 53Q (8622.110000 sec): 3 clusters
  Score: Raw -14339854.537404 + Penalty 5703.433055 = -14334151.104349
  nChanged 11
		SP:Iteration 54Q (8622.370000 sec): 3 clusters
  Score: Raw -14339857.185341 + Penalty 5703.433055 = -14334153.752286
  nChanged 13
		SP:Iteration 55Q (8622.630000 sec): 3 clusters
  Score: Raw -14339859.575232 + Penalty 5703.433055 = -14334156.142177
  nChanged 9
		SP:Iteration 56Q (8622.890000 sec): 3 clusters
  Score: Raw -14339861.281913 + Penalty 5703.433055 = -14334157.848858
  nChanged 10
		SP:Iteration 57Q (8623.150000 sec): 3 clusters
  Score: Raw -14339863.416949 + Penalty 5703.433055 = -14334159.983894
  nChanged 10
		SP:Iteration 58Q (8623.410000 sec): 3 clusters
  Score: Raw -14339865.937296 + Penalty 5703.433055 = -14334162.504241
  nChanged 11
		SP:Iteration 59Q (8623.670000 sec): 3 clusters
  Score: Raw -14339867.824455 + Penalty 5703.433055 = -14334164.391400
  nChanged 9
		SP:Iteration 60F (8624.020000 sec): 3 clusters
  Score: Raw -14339870.297577 + Penalty 5703.433055 = -14334166.864522
  nChanged 7
		SP:Iteration 61Q (8624.280000 sec): 3 clusters
  Score: Raw -14339873.332104 + Penalty 5703.433055 = -14334169.899048
  nChanged 12
		SP:Iteration 62Q (8624.540000 sec): 3 clusters
  Score: Raw -14339875.935633 + Penalty 5703.433055 = -14334172.502578
  nChanged 12
		SP:Iteration 63Q (8624.810000 sec): 3 clusters
  Score: Raw -14339877.866255 + Penalty 5703.433055 = -14334174.433200
  nChanged 9
		SP:Iteration 64Q (8625.070000 sec): 3 clusters
  Score: Raw -14339880.212612 + Penalty 5703.433055 = -14334176.779557
  nChanged 9
		SP:Iteration 65Q (8625.330000 sec): 3 clusters
  Score: Raw -14339883.188916 + Penalty 5703.433055 = -14334179.755861
  nChanged 11
		SP:Iteration 66Q (8625.590000 sec): 3 clusters
  Score: Raw -14339885.338490 + Penalty 5703.433055 = -14334181.905435
  nChanged 6
		SP:Iteration 67Q (8625.860000 sec): 3 clusters
  Score: Raw -14339886.582058 + Penalty 5703.433055 = -14334183.149003
  nChanged 10
		SP:Iteration 68Q (8626.130000 sec): 3 clusters
  Score: Raw -14339888.964068 + Penalty 5703.433055 = -14334185.531013
  nChanged 3
		SP:Iteration 69Q (8626.380000 sec): 3 clusters
  Score: Raw -14339889.903827 + Penalty 5703.433055 = -14334186.470772
  nChanged 6
		SP:Iteration 70Q (8626.650000 sec): 3 clusters
  Score: Raw -14339891.143667 + Penalty 5703.433055 = -14334187.710612
  nChanged 4
		SP:Iteration 71Q (8626.910000 sec): 3 clusters
  Score: Raw -14339891.732183 + Penalty 5703.433055 = -14334188.299127
  nChanged 2
		SP:Iteration 72Q (8627.170000 sec): 3 clusters
  Score: Raw -14339892.018494 + Penalty 5703.433055 = -14334188.585439
  nChanged 1
		SP:Iteration 73Q (8627.440000 sec): 3 clusters
  Score: Raw -14339892.356438 + Penalty 5703.433055 = -14334188.923382
  nChanged 1
		SP:Iteration 74Q (8627.700000 sec): 3 clusters
  Score: Raw -14339892.652568 + Penalty 5703.433055 = -14334189.219512
  nChanged 3
		SP:Iteration 75Q (8627.960000 sec): 3 clusters
  Score: Raw -14339893.271260 + Penalty 5703.433055 = -14334189.838205
  nChanged 2
		SP:Iteration 76Q (8628.230000 sec): 3 clusters
  Score: Raw -14339894.430791 + Penalty 5703.433055 = -14334190.997736
  nChanged 5
		SP:Iteration 77Q (8628.490000 sec): 3 clusters
  Score: Raw -14339896.042511 + Penalty 5703.433055 = -14334192.609456
  nChanged 4
		SP:Iteration 78Q (8628.750000 sec): 3 clusters
  Score: Raw -14339896.769154 + Penalty 5703.433055 = -14334193.336098
  nChanged 3
		SP:Iteration 79Q (8629.010000 sec): 3 clusters
  Score: Raw -14339897.136433 + Penalty 5703.433055 = -14334193.703378
  nChanged 2
		SP:Iteration 80F (8629.370000 sec): 3 clusters
  Score: Raw -14339897.785258 + Penalty 5703.433055 = -14334194.352203
  nChanged 3
		SP:Iteration 81Q (8629.640000 sec): 3 clusters
  Score: Raw -14339898.408915 + Penalty 5703.433055 = -14334194.975860
  nChanged 3
		SP:Iteration 82Q (8629.900000 sec): 3 clusters
  Score: Raw -14339898.726928 + Penalty 5703.433055 = -14334195.293873
  nChanged 2
		SP:Iteration 83Q (8630.170000 sec): 3 clusters
  Score: Raw -14339899.071412 + Penalty 5703.433055 = -14334195.638356
  nChanged 2
		SP:Iteration 84Q (8630.430000 sec): 3 clusters
  Score: Raw -14339899.231520 + Penalty 5703.433055 = -14334195.798465
  nChanged 3
		SP:Iteration 85Q (8630.690000 sec): 3 clusters
  Score: Raw -14339899.613392 + Penalty 5703.433055 = -14334196.180337
  nChanged 3
		SP:Iteration 86Q (8630.960000 sec): 3 clusters
  Score: Raw -14339900.024877 + Penalty 5703.433055 = -14334196.591822
  nChanged 3
		SP:Iteration 87Q (8631.220000 sec): 3 clusters
  Score: Raw -14339900.628882 + Penalty 5703.433055 = -14334197.195827
  nChanged 1
		SP:Iteration 88Q (8631.490000 sec): 3 clusters
  Score: Raw -14339900.746815 + Penalty 5703.433055 = -14334197.313760
  nChanged 0
		SP:Iteration 89F (8631.850000 sec): 3 clusters
  Score: Raw -14339900.746815 + Penalty 5703.433055 = -14334197.313760
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8631.980000 sec): 2 clusters
  Score: Raw -5651717.706007 + Penalty 2605.046030 = -5649112.659977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8632.120000 sec): 3 clusters
  Score: Raw -5629487.393411 + Penalty 5210.092060 = -5624277.301351
  nChanged 16538
		SP:Iteration 1F (8632.250000 sec): 3 clusters
  Score: Raw -5638441.093932 + Penalty 5210.092060 = -5633231.001871
  nChanged 1612
		SP:Iteration 2Q (8632.390000 sec): 3 clusters
  Score: Raw -5638923.754111 + Penalty 5210.092060 = -5633713.662050
  nChanged 1412
		SP:Iteration 3Q (8632.530000 sec): 3 clusters
  Score: Raw -5639359.996841 + Penalty 5210.092060 = -5634149.904781
  nChanged 1362
		SP:Iteration 4Q (8632.660000 sec): 3 clusters
  Score: Raw -5639809.926694 + Penalty 5210.092060 = -5634599.834634
  nChanged 1387
		SP:Iteration 5Q (8632.800000 sec): 3 clusters
  Score: Raw -5640326.116530 + Penalty 5210.092060 = -5635116.024469
  nChanged 1419
		SP:Iteration 6Q (8632.930000 sec): 3 clusters
  Score: Raw -5640942.181279 + Penalty 5210.092060 = -5635732.089219
  nChanged 1610
		SP:Iteration 7Q (8633.070000 sec): 3 clusters
  Score: Raw -5641795.178242 + Penalty 5210.092060 = -5636585.086182
  nChanged 1891
		SP:Iteration 8F (8633.210000 sec): 3 clusters
  Score: Raw -5642975.523426 + Penalty 5210.092060 = -5637765.431365
  nChanged 2135
		SP:Iteration 9F (8633.340000 sec): 3 clusters
  Score: Raw -5644520.872899 + Penalty 5210.092060 = -5639310.780839
  nChanged 2235
		SP:Iteration 10F (8633.470000 sec): 3 clusters
  Score: Raw -5646249.447148 + Penalty 5210.092060 = -5641039.355088
  nChanged 2175
		SP:Iteration 11F (8633.610000 sec): 3 clusters
  Score: Raw -5648045.065111 + Penalty 5210.092060 = -5642834.973051
  nChanged 1862
		SP:Iteration 12F (8633.740000 sec): 3 clusters
  Score: Raw -5649616.656866 + Penalty 5210.092060 = -5644406.564806
  nChanged 1284
		SP:Iteration 13Q (8633.850000 sec): 3 clusters
  Score: Raw -5650682.451671 + Penalty 5210.092060 = -5645472.359610
  nChanged 709
		SP:Iteration 14Q (8633.960000 sec): 3 clusters
  Score: Raw -5651227.230249 + Penalty 5210.092060 = -5646017.138188
  nChanged 379
		SP:Iteration 15Q (8634.070000 sec): 3 clusters
  Score: Raw -5651541.207093 + Penalty 5210.092060 = -5646331.115032
  nChanged 224
		SP:Iteration 16Q (8634.170000 sec): 3 clusters
  Score: Raw -5651731.694070 + Penalty 5210.092060 = -5646521.602010
  nChanged 139
		SP:Iteration 17Q (8634.270000 sec): 3 clusters
  Score: Raw -5651842.725847 + Penalty 5210.092060 = -5646632.633786
  nChanged 84
		SP:Iteration 18Q (8634.360000 sec): 3 clusters
  Score: Raw -5651909.262901 + Penalty 5210.092060 = -5646699.170840
  nChanged 44
		SP:Iteration 19Q (8634.450000 sec): 3 clusters
  Score: Raw -5651942.282982 + Penalty 5210.092060 = -5646732.190922
  nChanged 35
		SP:Iteration 20F (8634.590000 sec): 3 clusters
  Score: Raw -5651980.186626 + Penalty 5210.092060 = -5646770.094565
  nChanged 24
		SP:Iteration 21Q (8634.680000 sec): 3 clusters
  Score: Raw -5652004.361936 + Penalty 5210.092060 = -5646794.269875
  nChanged 19
		SP:Iteration 22Q (8634.770000 sec): 3 clusters
  Score: Raw -5652019.242404 + Penalty 5210.092060 = -5646809.150343
  nChanged 14
		SP:Iteration 23Q (8634.860000 sec): 3 clusters
  Score: Raw -5652030.266318 + Penalty 5210.092060 = -5646820.174258
  nChanged 12
		SP:Iteration 24Q (8634.950000 sec): 3 clusters
  Score: Raw -5652042.184714 + Penalty 5210.092060 = -5646832.092654
  nChanged 9
		SP:Iteration 25Q (8635.040000 sec): 3 clusters
  Score: Raw -5652048.839113 + Penalty 5210.092060 = -5646838.747053
  nChanged 6
		SP:Iteration 26Q (8635.130000 sec): 3 clusters
  Score: Raw -5652054.444652 + Penalty 5210.092060 = -5646844.352592
  nChanged 5
		SP:Iteration 27Q (8635.230000 sec): 3 clusters
  Score: Raw -5652058.357131 + Penalty 5210.092060 = -5646848.265070
  nChanged 5
		SP:Iteration 28Q (8635.310000 sec): 3 clusters
  Score: Raw -5652062.784878 + Penalty 5210.092060 = -5646852.692818
  nChanged 4
		SP:Iteration 29Q (8635.410000 sec): 3 clusters
  Score: Raw -5652066.163243 + Penalty 5210.092060 = -5646856.071183
  nChanged 0
		SP:Iteration 30F (8635.540000 sec): 3 clusters
  Score: Raw -5652066.163243 + Penalty 5210.092060 = -5646856.071183
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8635.860000 sec): 2 clusters
  Score: Raw -14570628.045756 + Penalty 2851.799513 = -14567776.246243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8636.230000 sec): 3 clusters
  Score: Raw -14507459.639684 + Penalty 5703.599026 = -14501756.040658
  nChanged 46767
		SP:Iteration 1F (8636.600000 sec): 3 clusters
  Score: Raw -14534264.046476 + Penalty 5703.599026 = -14528560.447449
  nChanged 3725
		SP:Iteration 2Q (8636.980000 sec): 3 clusters
  Score: Raw -14535406.673586 + Penalty 5703.599026 = -14529703.074559
  nChanged 4399
		SP:Iteration 3Q (8637.350000 sec): 3 clusters
  Score: Raw -14537142.740354 + Penalty 5703.599026 = -14531439.141327
  nChanged 5645
		SP:Iteration 4F (8637.710000 sec): 3 clusters
  Score: Raw -14540086.777781 + Penalty 5703.599026 = -14534383.178754
  nChanged 7116
		SP:Iteration 5F (8638.070000 sec): 3 clusters
  Score: Raw -14544829.776756 + Penalty 5703.599026 = -14539126.177729
  nChanged 8057
		SP:Iteration 6F (8638.440000 sec): 3 clusters
  Score: Raw -14551152.246386 + Penalty 5703.599026 = -14545448.647359
  nChanged 7712
		SP:Iteration 7F (8638.810000 sec): 3 clusters
  Score: Raw -14557661.095999 + Penalty 5703.599026 = -14551957.496973
  nChanged 6112
		SP:Iteration 8F (8639.170000 sec): 3 clusters
  Score: Raw -14562974.002759 + Penalty 5703.599026 = -14557270.403733
  nChanged 4100
		SP:Iteration 9Q (8639.540000 sec): 3 clusters
  Score: Raw -14566494.711574 + Penalty 5703.599026 = -14560791.112547
  nChanged 2471
		SP:Iteration 10Q (8639.900000 sec): 3 clusters
  Score: Raw -14568675.453657 + Penalty 5703.599026 = -14562971.854630
  nChanged 1302
		SP:Iteration 11Q (8640.230000 sec): 3 clusters
  Score: Raw -14569857.910194 + Penalty 5703.599026 = -14564154.311167
  nChanged 642
		SP:Iteration 12Q (8640.530000 sec): 3 clusters
  Score: Raw -14570494.844469 + Penalty 5703.599026 = -14564791.245443
  nChanged 320
		SP:Iteration 13Q (8640.820000 sec): 3 clusters
  Score: Raw -14570786.757800 + Penalty 5703.599026 = -14565083.158774
  nChanged 189
		SP:Iteration 14Q (8641.090000 sec): 3 clusters
  Score: Raw -14570945.253767 + Penalty 5703.599026 = -14565241.654741
  nChanged 104
		SP:Iteration 15Q (8641.350000 sec): 3 clusters
  Score: Raw -14571021.779215 + Penalty 5703.599026 = -14565318.180189
  nChanged 60
		SP:Iteration 16Q (8641.620000 sec): 3 clusters
  Score: Raw -14571065.626552 + Penalty 5703.599026 = -14565362.027526
  nChanged 44
		SP:Iteration 17Q (8641.880000 sec): 3 clusters
  Score: Raw -14571091.898794 + Penalty 5703.599026 = -14565388.299768
  nChanged 23
		SP:Iteration 18Q (8642.140000 sec): 3 clusters
  Score: Raw -14571107.335893 + Penalty 5703.599026 = -14565403.736866
  nChanged 27
		SP:Iteration 19Q (8642.410000 sec): 3 clusters
  Score: Raw -14571120.259586 + Penalty 5703.599026 = -14565416.660559
  nChanged 11
		SP:Iteration 20F (8642.760000 sec): 3 clusters
  Score: Raw -14571126.421567 + Penalty 5703.599026 = -14565422.822541
  nChanged 6
		SP:Iteration 21Q (8643.020000 sec): 3 clusters
  Score: Raw -14571130.291689 + Penalty 5703.599026 = -14565426.692662
  nChanged 6
		SP:Iteration 22Q (8643.280000 sec): 3 clusters
  Score: Raw -14571133.623429 + Penalty 5703.599026 = -14565430.024403
  nChanged 8
		SP:Iteration 23Q (8643.550000 sec): 3 clusters
  Score: Raw -14571138.963341 + Penalty 5703.599026 = -14565435.364314
  nChanged 4
		SP:Iteration 24Q (8643.810000 sec): 3 clusters
  Score: Raw -14571142.237282 + Penalty 5703.599026 = -14565438.638256
  nChanged 4
		SP:Iteration 25Q (8644.060000 sec): 3 clusters
  Score: Raw -14571143.690638 + Penalty 5703.599026 = -14565440.091612
  nChanged 4
		SP:Iteration 26Q (8644.310000 sec): 3 clusters
  Score: Raw -14571145.765479 + Penalty 5703.599026 = -14565442.166453
  nChanged 3
		SP:Iteration 27Q (8644.570000 sec): 3 clusters
  Score: Raw -14571148.112063 + Penalty 5703.599026 = -14565444.513037
  nChanged 3
		SP:Iteration 28Q (8644.830000 sec): 3 clusters
  Score: Raw -14571150.209796 + Penalty 5703.599026 = -14565446.610769
  nChanged 3
		SP:Iteration 29Q (8645.090000 sec): 3 clusters
  Score: Raw -14571151.923637 + Penalty 5703.599026 = -14565448.324611
  nChanged 3
		SP:Iteration 30Q (8645.350000 sec): 3 clusters
  Score: Raw -14571153.698967 + Penalty 5703.599026 = -14565450.099941
  nChanged 3
		SP:Iteration 31Q (8645.610000 sec): 3 clusters
  Score: Raw -14571155.928790 + Penalty 5703.599026 = -14565452.329763
  nChanged 6
		SP:Iteration 32Q (8645.870000 sec): 3 clusters
  Score: Raw -14571158.531318 + Penalty 5703.599026 = -14565454.932291
  nChanged 4
		SP:Iteration 33Q (8646.130000 sec): 3 clusters
  Score: Raw -14571161.009527 + Penalty 5703.599026 = -14565457.410500
  nChanged 5
		SP:Iteration 34Q (8646.390000 sec): 3 clusters
  Score: Raw -14571164.736634 + Penalty 5703.599026 = -14565461.137607
  nChanged 7
		SP:Iteration 35Q (8646.650000 sec): 3 clusters
  Score: Raw -14571168.086575 + Penalty 5703.599026 = -14565464.487549
  nChanged 7
		SP:Iteration 36Q (8646.910000 sec): 3 clusters
  Score: Raw -14571172.766181 + Penalty 5703.599026 = -14565469.167154
  nChanged 5
		SP:Iteration 37Q (8647.180000 sec): 3 clusters
  Score: Raw -14571175.907906 + Penalty 5703.599026 = -14565472.308879
  nChanged 5
		SP:Iteration 38Q (8647.440000 sec): 3 clusters
  Score: Raw -14571178.638211 + Penalty 5703.599026 = -14565475.039185
  nChanged 3
		SP:Iteration 39Q (8647.700000 sec): 3 clusters
  Score: Raw -14571179.975569 + Penalty 5703.599026 = -14565476.376543
  nChanged 3
		SP:Iteration 40F (8648.060000 sec): 3 clusters
  Score: Raw -14571180.760744 + Penalty 5703.599026 = -14565477.161718
  nChanged 1
		SP:Iteration 41Q (8648.320000 sec): 3 clusters
  Score: Raw -14571181.544613 + Penalty 5703.599026 = -14565477.945586
  nChanged 2
		SP:Iteration 42Q (8648.580000 sec): 3 clusters
  Score: Raw -14571182.181317 + Penalty 5703.599026 = -14565478.582290
  nChanged 1
		SP:Iteration 43Q (8648.850000 sec): 3 clusters
  Score: Raw -14571182.696671 + Penalty 5703.599026 = -14565479.097645
  nChanged 2
		SP:Iteration 44Q (8649.110000 sec): 3 clusters
  Score: Raw -14571183.842519 + Penalty 5703.599026 = -14565480.243492
  nChanged 0
		SP:Iteration 45F (8649.460000 sec): 3 clusters
  Score: Raw -14571183.842519 + Penalty 5703.599026 = -14565480.243492
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8649.510000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8649.510000 sec): 3 clusters
  Score: Raw -22168.098003 + Penalty 2547.356025 = -19620.741978
  nChanged 8
		SP:Iteration 1Q (8649.510000 sec): 3 clusters
  Score: Raw -22214.969133 + Penalty 2547.356025 = -19667.613108
  nChanged 4
		SP:Iteration 2Q (8649.510000 sec): 3 clusters
  Score: Raw -22236.807643 + Penalty 2547.356025 = -19689.451618
  nChanged 1
		SP:Iteration 3Q (8649.510000 sec): 3 clusters
  Score: Raw -22244.389392 + Penalty 2547.356025 = -19697.033367
  nChanged 2
		SP:Iteration 4Q (8649.510000 sec): 3 clusters
  Score: Raw -22265.493340 + Penalty 2547.356025 = -19718.137316
  nChanged 3
		SP:Iteration 5Q (8649.510000 sec): 3 clusters
  Score: Raw -22289.297305 + Penalty 2547.356025 = -19741.941281
  nChanged 1
		SP:Iteration 6Q (8649.510000 sec): 3 clusters
  Score: Raw -22298.456302 + Penalty 2547.356025 = -19751.100278
  nChanged 1
		SP:Iteration 7Q (8649.510000 sec): 3 clusters
  Score: Raw -22305.566201 + Penalty 2547.356025 = -19758.210176
  nChanged 0
		SP:Iteration 8F (8649.510000 sec): 3 clusters
  Score: Raw -22305.566201 + Penalty 2547.356025 = -19758.210176
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8649.680000 sec): 2 clusters
  Score: Raw -7501479.168344 + Penalty 2688.609636 = -7498790.558708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8649.870000 sec): 3 clusters
  Score: Raw -7469704.503943 + Penalty 5377.219272 = -7464327.284671
  nChanged 23686
		SP:Iteration 1F (8650.060000 sec): 3 clusters
  Score: Raw -7482916.001551 + Penalty 5377.219272 = -7477538.782279
  nChanged 2040
		SP:Iteration 2Q (8650.250000 sec): 3 clusters
  Score: Raw -7483449.483684 + Penalty 5377.219272 = -7478072.264412
  nChanged 1835
		SP:Iteration 3Q (8650.440000 sec): 3 clusters
  Score: Raw -7483920.677789 + Penalty 5377.219272 = -7478543.458517
  nChanged 1760
		SP:Iteration 4Q (8650.640000 sec): 3 clusters
  Score: Raw -7484383.889441 + Penalty 5377.219272 = -7479006.670169
  nChanged 1687
		SP:Iteration 5Q (8650.830000 sec): 3 clusters
  Score: Raw -7484860.685943 + Penalty 5377.219272 = -7479483.466671
  nChanged 1671
		SP:Iteration 6Q (8651.020000 sec): 3 clusters
  Score: Raw -7485388.994103 + Penalty 5377.219272 = -7480011.774831
  nChanged 1784
		SP:Iteration 7Q (8651.210000 sec): 3 clusters
  Score: Raw -7486069.477179 + Penalty 5377.219272 = -7480692.257907
  nChanged 1958
		SP:Iteration 8Q (8651.400000 sec): 3 clusters
  Score: Raw -7486935.697862 + Penalty 5377.219272 = -7481558.478590
  nChanged 2184
		SP:Iteration 9Q (8651.600000 sec): 3 clusters
  Score: Raw -7488039.390973 + Penalty 5377.219272 = -7482662.171701
  nChanged 2370
		SP:Iteration 10Q (8651.790000 sec): 3 clusters
  Score: Raw -7489371.093301 + Penalty 5377.219272 = -7483993.874029
  nChanged 2510
		SP:Iteration 11Q (8651.980000 sec): 3 clusters
  Score: Raw -7490903.642262 + Penalty 5377.219272 = -7485526.422990
  nChanged 2475
		SP:Iteration 12Q (8652.170000 sec): 3 clusters
  Score: Raw -7492415.246428 + Penalty 5377.219272 = -7487038.027156
  nChanged 2215
		SP:Iteration 13Q (8652.360000 sec): 3 clusters
  Score: Raw -7493524.180831 + Penalty 5377.219272 = -7488146.961559
  nChanged 1681
		SP:Iteration 14Q (8652.540000 sec): 3 clusters
  Score: Raw -7494215.092888 + Penalty 5377.219272 = -7488837.873616
  nChanged 1307
		SP:Iteration 15Q (8652.720000 sec): 3 clusters
  Score: Raw -7494686.537870 + Penalty 5377.219272 = -7489309.318598
  nChanged 1106
		SP:Iteration 16Q (8652.890000 sec): 3 clusters
  Score: Raw -7495077.973389 + Penalty 5377.219272 = -7489700.754117
  nChanged 997
		SP:Iteration 17Q (8653.060000 sec): 3 clusters
  Score: Raw -7495461.868742 + Penalty 5377.219272 = -7490084.649470
  nChanged 1025
		SP:Iteration 18Q (8653.230000 sec): 3 clusters
  Score: Raw -7495855.833530 + Penalty 5377.219272 = -7490478.614258
  nChanged 986
		SP:Iteration 19Q (8653.400000 sec): 3 clusters
  Score: Raw -7496271.336403 + Penalty 5377.219272 = -7490894.117131
  nChanged 986
		SP:Iteration 20F (8653.590000 sec): 3 clusters
  Score: Raw -7496718.124488 + Penalty 5377.219272 = -7491340.905216
  nChanged 985
		SP:Iteration 21Q (8653.750000 sec): 3 clusters
  Score: Raw -7497207.623795 + Penalty 5377.219272 = -7491830.404523
  nChanged 1019
		SP:Iteration 22Q (8653.910000 sec): 3 clusters
  Score: Raw -7497746.080628 + Penalty 5377.219272 = -7492368.861356
  nChanged 999
		SP:Iteration 23Q (8654.070000 sec): 3 clusters
  Score: Raw -7498320.734335 + Penalty 5377.219272 = -7492943.515063
  nChanged 943
		SP:Iteration 24Q (8654.220000 sec): 3 clusters
  Score: Raw -7498889.932936 + Penalty 5377.219272 = -7493512.713664
  nChanged 850
		SP:Iteration 25Q (8654.380000 sec): 3 clusters
  Score: Raw -7499430.034113 + Penalty 5377.219272 = -7494052.814841
  nChanged 770
		SP:Iteration 26Q (8654.520000 sec): 3 clusters
  Score: Raw -7499930.079153 + Penalty 5377.219272 = -7494552.859881
  nChanged 651
		SP:Iteration 27Q (8654.670000 sec): 3 clusters
  Score: Raw -7500353.462462 + Penalty 5377.219272 = -7494976.243190
  nChanged 527
		SP:Iteration 28Q (8654.810000 sec): 3 clusters
  Score: Raw -7500724.173332 + Penalty 5377.219272 = -7495346.954060
  nChanged 382
		SP:Iteration 29Q (8654.950000 sec): 3 clusters
  Score: Raw -7500991.927707 + Penalty 5377.219272 = -7495614.708435
  nChanged 273
		SP:Iteration 30Q (8655.090000 sec): 3 clusters
  Score: Raw -7501181.207575 + Penalty 5377.219272 = -7495803.988303
  nChanged 200
		SP:Iteration 31Q (8655.220000 sec): 3 clusters
  Score: Raw -7501331.544286 + Penalty 5377.219272 = -7495954.325014
  nChanged 174
		SP:Iteration 32Q (8655.360000 sec): 3 clusters
  Score: Raw -7501466.397226 + Penalty 5377.219272 = -7496089.177954
  nChanged 113
		SP:Iteration 33Q (8655.490000 sec): 3 clusters
  Score: Raw -7501552.460752 + Penalty 5377.219272 = -7496175.241480
  nChanged 63
		SP:Iteration 34Q (8655.620000 sec): 3 clusters
  Score: Raw -7501604.272284 + Penalty 5377.219272 = -7496227.053012
  nChanged 51
		SP:Iteration 35Q (8655.760000 sec): 3 clusters
  Score: Raw -7501646.521894 + Penalty 5377.219272 = -7496269.302622
  nChanged 36
		SP:Iteration 36Q (8655.900000 sec): 3 clusters
  Score: Raw -7501675.994176 + Penalty 5377.219272 = -7496298.774904
  nChanged 33
		SP:Iteration 37Q (8656.030000 sec): 3 clusters
  Score: Raw -7501706.369239 + Penalty 5377.219272 = -7496329.149967
  nChanged 26
		SP:Iteration 38Q (8656.160000 sec): 3 clusters
  Score: Raw -7501732.279565 + Penalty 5377.219272 = -7496355.060293
  nChanged 19
		SP:Iteration 39Q (8656.290000 sec): 3 clusters
  Score: Raw -7501747.942328 + Penalty 5377.219272 = -7496370.723056
  nChanged 12
		SP:Iteration 40F (8656.470000 sec): 3 clusters
  Score: Raw -7501758.210813 + Penalty 5377.219272 = -7496380.991541
  nChanged 5
		SP:Iteration 41Q (8656.600000 sec): 3 clusters
  Score: Raw -7501761.303035 + Penalty 5377.219272 = -7496384.083763
  nChanged 2
		SP:Iteration 42Q (8656.730000 sec): 3 clusters
  Score: Raw -7501762.864715 + Penalty 5377.219272 = -7496385.645443
  nChanged 3
		SP:Iteration 43Q (8656.860000 sec): 3 clusters
  Score: Raw -7501765.116705 + Penalty 5377.219272 = -7496387.897433
  nChanged 5
		SP:Iteration 44Q (8656.990000 sec): 3 clusters
  Score: Raw -7501771.769014 + Penalty 5377.219272 = -7496394.549742
  nChanged 6
		SP:Iteration 45Q (8657.120000 sec): 3 clusters
  Score: Raw -7501778.952089 + Penalty 5377.219272 = -7496401.732817
  nChanged 5
		SP:Iteration 46Q (8657.240000 sec): 3 clusters
  Score: Raw -7501783.815686 + Penalty 5377.219272 = -7496406.596414
  nChanged 3
		SP:Iteration 47Q (8657.370000 sec): 3 clusters
  Score: Raw -7501786.412617 + Penalty 5377.219272 = -7496409.193345
  nChanged 4
		SP:Iteration 48Q (8657.500000 sec): 3 clusters
  Score: Raw -7501790.278982 + Penalty 5377.219272 = -7496413.059710
  nChanged 7
		SP:Iteration 49Q (8657.630000 sec): 3 clusters
  Score: Raw -7501796.500405 + Penalty 5377.219272 = -7496419.281133
  nChanged 5
		SP:Iteration 50Q (8657.760000 sec): 3 clusters
  Score: Raw -7501799.792336 + Penalty 5377.219272 = -7496422.573064
  nChanged 1
		SP:Iteration 51Q (8657.890000 sec): 3 clusters
  Score: Raw -7501800.519223 + Penalty 5377.219272 = -7496423.299951
  nChanged 3
		SP:Iteration 52Q (8658.020000 sec): 3 clusters
  Score: Raw -7501802.751342 + Penalty 5377.219272 = -7496425.532070
  nChanged 5
		SP:Iteration 53Q (8658.160000 sec): 3 clusters
  Score: Raw -7501805.887417 + Penalty 5377.219272 = -7496428.668145
  nChanged 3
		SP:Iteration 54Q (8658.300000 sec): 3 clusters
  Score: Raw -7501807.638066 + Penalty 5377.219272 = -7496430.418794
  nChanged 2
		SP:Iteration 55Q (8658.440000 sec): 3 clusters
  Score: Raw -7501810.097307 + Penalty 5377.219272 = -7496432.878035
  nChanged 0
		SP:Iteration 56F (8658.620000 sec): 3 clusters
  Score: Raw -7501810.097307 + Penalty 5377.219272 = -7496432.878035
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8658.650000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8658.650000 sec): 3 clusters
  Score: Raw -76037.979240 + Penalty 3043.240186 = -72994.739054
  nChanged 112
		SP:Iteration 1F (8658.650000 sec): 3 clusters
  Score: Raw -76365.232721 + Penalty 3043.240186 = -73321.992535
  nChanged 47
		SP:Iteration 2F (8658.650000 sec): 3 clusters
  Score: Raw -76519.797325 + Penalty 3043.240186 = -73476.557139
  nChanged 31
		SP:Iteration 3F (8658.660000 sec): 3 clusters
  Score: Raw -76699.297206 + Penalty 3043.240186 = -73656.057020
  nChanged 18
		SP:Iteration 4Q (8658.660000 sec): 3 clusters
  Score: Raw -76848.087164 + Penalty 3043.240186 = -73804.846978
  nChanged 11
		SP:Iteration 5Q (8658.660000 sec): 3 clusters
  Score: Raw -76911.422874 + Penalty 3043.240186 = -73868.182688
  nChanged 2
		SP:Iteration 6Q (8658.660000 sec): 3 clusters
  Score: Raw -76922.325377 + Penalty 3043.240186 = -73879.085191
  nChanged 1
		SP:Iteration 7Q (8658.660000 sec): 3 clusters
  Score: Raw -76923.915824 + Penalty 3043.240186 = -73880.675638
  nChanged 0
		SP:Iteration 8F (8658.660000 sec): 3 clusters
  Score: Raw -76923.915824 + Penalty 3043.240186 = -73880.675638
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8658.660000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8658.660000 sec): 3 clusters
  Score: Raw -68268.770836 + Penalty 3055.958832 = -65212.812004
  nChanged 76
		SP:Iteration 1F (8658.670000 sec): 3 clusters
  Score: Raw -68417.859697 + Penalty 3055.958832 = -65361.900865
  nChanged 17
		SP:Iteration 2Q (8658.670000 sec): 3 clusters
  Score: Raw -68459.917727 + Penalty 3055.958832 = -65403.958896
  nChanged 10
		SP:Iteration 3Q (8658.670000 sec): 3 clusters
  Score: Raw -68486.708473 + Penalty 3055.958832 = -65430.749641
  nChanged 9
		SP:Iteration 4Q (8658.670000 sec): 3 clusters
  Score: Raw -68511.252259 + Penalty 3055.958832 = -65455.293427
  nChanged 7
		SP:Iteration 5Q (8658.670000 sec): 3 clusters
  Score: Raw -68529.152656 + Penalty 3055.958832 = -65473.193825
  nChanged 5
		SP:Iteration 6Q (8658.680000 sec): 3 clusters
  Score: Raw -68546.891647 + Penalty 3055.958832 = -65490.932815
  nChanged 3
		SP:Iteration 7Q (8658.680000 sec): 3 clusters
  Score: Raw -68555.697852 + Penalty 3055.958832 = -65499.739021
  nChanged 4
		SP:Iteration 8Q (8658.680000 sec): 3 clusters
  Score: Raw -68568.920654 + Penalty 3055.958832 = -65512.961822
  nChanged 3
		SP:Iteration 9Q (8658.680000 sec): 3 clusters
  Score: Raw -68576.855528 + Penalty 3055.958832 = -65520.896697
  nChanged 1
		SP:Iteration 10Q (8658.680000 sec): 3 clusters
  Score: Raw -68583.446782 + Penalty 3055.958832 = -65527.487950
  nChanged 1
		SP:Iteration 11Q (8658.680000 sec): 3 clusters
  Score: Raw -68586.523069 + Penalty 3055.958832 = -65530.564238
  nChanged 1
		SP:Iteration 12Q (8658.680000 sec): 3 clusters
  Score: Raw -68587.615747 + Penalty 3055.958832 = -65531.656916
  nChanged 0
		SP:Iteration 13F (8658.690000 sec): 3 clusters
  Score: Raw -68587.615747 + Penalty 3055.958832 = -65531.656916
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (267931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8659.600000 sec): 2 clusters
  Score: Raw -39649162.005962 + Penalty 3099.624221 = -39646062.381741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8660.590000 sec): 3 clusters
  Score: Raw -39472283.643619 + Penalty 6199.248443 = -39466084.395176
  nChanged 129427
		SP:Iteration 1F (8661.580000 sec): 3 clusters
  Score: Raw -39548282.221587 + Penalty 6199.248443 = -39542082.973144
  nChanged 6240
		SP:Iteration 2Q (8662.600000 sec): 3 clusters
  Score: Raw -39549439.930498 + Penalty 6199.248443 = -39543240.682055
  nChanged 7106
		SP:Iteration 3Q (8663.620000 sec): 3 clusters
  Score: Raw -39551142.800925 + Penalty 6199.248443 = -39544943.552482
  nChanged 9040
		SP:Iteration 4Q (8664.630000 sec): 3 clusters
  Score: Raw -39554141.937787 + Penalty 6199.248443 = -39547942.689344
  nChanged 12757
		SP:Iteration 5Q (8665.650000 sec): 3 clusters
  Score: Raw -39560126.937984 + Penalty 6199.248443 = -39553927.689541
  nChanged 18144
		SP:Iteration 6F (8666.640000 sec): 3 clusters
  Score: Raw -39571809.365422 + Penalty 6199.248443 = -39565610.116979
  nChanged 23894
		SP:Iteration 7F (8667.630000 sec): 3 clusters
  Score: Raw -39592056.355370 + Penalty 6199.248443 = -39585857.106928
  nChanged 25532
		SP:Iteration 8F (8668.600000 sec): 3 clusters
  Score: Raw -39617231.414290 + Penalty 6199.248443 = -39611032.165848
  nChanged 18974
		SP:Iteration 9F (8669.580000 sec): 3 clusters
  Score: Raw -39636590.468836 + Penalty 6199.248443 = -39630391.220394
  nChanged 9174
		SP:Iteration 10Q (8670.470000 sec): 3 clusters
  Score: Raw -39645490.946810 + Penalty 6199.248443 = -39639291.698367
  nChanged 3067
		SP:Iteration 11Q (8671.270000 sec): 3 clusters
  Score: Raw -39648302.519193 + Penalty 6199.248443 = -39642103.270750
  nChanged 815
		SP:Iteration 12Q (8672.000000 sec): 3 clusters
  Score: Raw -39649088.101316 + Penalty 6199.248443 = -39642888.852873
  nChanged 194
		SP:Iteration 13Q (8672.700000 sec): 3 clusters
  Score: Raw -39649310.117117 + Penalty 6199.248443 = -39643110.868675
  nChanged 66
		SP:Iteration 14Q (8673.390000 sec): 3 clusters
  Score: Raw -39649393.673988 + Penalty 6199.248443 = -39643194.425545
  nChanged 36
		SP:Iteration 15Q (8674.080000 sec): 3 clusters
  Score: Raw -39649441.189286 + Penalty 6199.248443 = -39643241.940843
  nChanged 12
		SP:Iteration 16Q (8674.770000 sec): 3 clusters
  Score: Raw -39649456.706100 + Penalty 6199.248443 = -39643257.457657
  nChanged 6
		SP:Iteration 17Q (8675.460000 sec): 3 clusters
  Score: Raw -39649463.921557 + Penalty 6199.248443 = -39643264.673114
  nChanged 7
		SP:Iteration 18Q (8676.150000 sec): 3 clusters
  Score: Raw -39649472.962795 + Penalty 6199.248443 = -39643273.714352
  nChanged 6
		SP:Iteration 19Q (8676.840000 sec): 3 clusters
  Score: Raw -39649482.289142 + Penalty 6199.248443 = -39643283.040699
  nChanged 11
		SP:Iteration 20F (8677.800000 sec): 3 clusters
  Score: Raw -39649498.298197 + Penalty 6199.248443 = -39643299.049754
  nChanged 5
		SP:Iteration 21Q (8678.490000 sec): 3 clusters
  Score: Raw -39649504.322648 + Penalty 6199.248443 = -39643305.074206
  nChanged 5
		SP:Iteration 22Q (8679.180000 sec): 3 clusters
  Score: Raw -39649510.487779 + Penalty 6199.248443 = -39643311.239336
  nChanged 7
		SP:Iteration 23Q (8679.870000 sec): 3 clusters
  Score: Raw -39649523.204848 + Penalty 6199.248443 = -39643323.956406
  nChanged 6
		SP:Iteration 24Q (8680.560000 sec): 3 clusters
  Score: Raw -39649534.967002 + Penalty 6199.248443 = -39643335.718559
  nChanged 1
		SP:Iteration 25Q (8681.250000 sec): 3 clusters
  Score: Raw -39649536.490181 + Penalty 6199.248443 = -39643337.241739
  nChanged 0
		SP:Iteration 26F (8682.210000 sec): 3 clusters
  Score: Raw -39649536.490181 + Penalty 6199.248443 = -39643337.241739
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8682.410000 sec): 2 clusters
  Score: Raw -5141379.529753 + Penalty 2585.006092 = -5138794.523661
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8682.540000 sec): 3 clusters
  Score: Raw -5121036.260916 + Penalty 5170.012183 = -5115866.248733
  nChanged 15210
		SP:Iteration 1F (8682.660000 sec): 3 clusters
  Score: Raw -5129242.392378 + Penalty 5170.012183 = -5124072.380195
  nChanged 1544
		SP:Iteration 2Q (8682.790000 sec): 3 clusters
  Score: Raw -5129738.609999 + Penalty 5170.012183 = -5124568.597816
  nChanged 1529
		SP:Iteration 3Q (8682.910000 sec): 3 clusters
  Score: Raw -5130312.807126 + Penalty 5170.012183 = -5125142.794943
  nChanged 1649
		SP:Iteration 4Q (8683.040000 sec): 3 clusters
  Score: Raw -5131069.479767 + Penalty 5170.012183 = -5125899.467584
  nChanged 1943
		SP:Iteration 5F (8683.160000 sec): 3 clusters
  Score: Raw -5132185.663611 + Penalty 5170.012183 = -5127015.651428
  nChanged 2308
		SP:Iteration 6F (8683.290000 sec): 3 clusters
  Score: Raw -5133836.076200 + Penalty 5170.012183 = -5128666.064017
  nChanged 2412
		SP:Iteration 7F (8683.410000 sec): 3 clusters
  Score: Raw -5135843.158846 + Penalty 5170.012183 = -5130673.146663
  nChanged 2209
		SP:Iteration 8F (8683.530000 sec): 3 clusters
  Score: Raw -5137822.805920 + Penalty 5170.012183 = -5132652.793737
  nChanged 1617
		SP:Iteration 9Q (8683.650000 sec): 3 clusters
  Score: Raw -5139279.542612 + Penalty 5170.012183 = -5134109.530429
  nChanged 1072
		SP:Iteration 10Q (8683.770000 sec): 3 clusters
  Score: Raw -5140210.806974 + Penalty 5170.012183 = -5135040.794791
  nChanged 688
		SP:Iteration 11Q (8683.880000 sec): 3 clusters
  Score: Raw -5140694.353092 + Penalty 5170.012183 = -5135524.340909
  nChanged 448
		SP:Iteration 12Q (8683.990000 sec): 3 clusters
  Score: Raw -5140949.681503 + Penalty 5170.012183 = -5135779.669320
  nChanged 312
		SP:Iteration 13Q (8684.080000 sec): 3 clusters
  Score: Raw -5141111.570273 + Penalty 5170.012183 = -5135941.558090
  nChanged 205
		SP:Iteration 14Q (8684.180000 sec): 3 clusters
  Score: Raw -5141215.112527 + Penalty 5170.012183 = -5136045.100344
  nChanged 155
		SP:Iteration 15Q (8684.270000 sec): 3 clusters
  Score: Raw -5141276.324000 + Penalty 5170.012183 = -5136106.311817
  nChanged 111
		SP:Iteration 16Q (8684.370000 sec): 3 clusters
  Score: Raw -5141314.318531 + Penalty 5170.012183 = -5136144.306348
  nChanged 84
		SP:Iteration 17Q (8684.460000 sec): 3 clusters
  Score: Raw -5141340.881698 + Penalty 5170.012183 = -5136170.869515
  nChanged 87
		SP:Iteration 18Q (8684.550000 sec): 3 clusters
  Score: Raw -5141369.674788 + Penalty 5170.012183 = -5136199.662605
  nChanged 71
		SP:Iteration 19Q (8684.640000 sec): 3 clusters
  Score: Raw -5141394.239735 + Penalty 5170.012183 = -5136224.227552
  nChanged 66
		SP:Iteration 20F (8684.760000 sec): 3 clusters
  Score: Raw -5141411.868882 + Penalty 5170.012183 = -5136241.856699
  nChanged 43
		SP:Iteration 21Q (8684.850000 sec): 3 clusters
  Score: Raw -5141424.052706 + Penalty 5170.012183 = -5136254.040523
  nChanged 41
		SP:Iteration 22Q (8684.940000 sec): 3 clusters
  Score: Raw -5141435.484744 + Penalty 5170.012183 = -5136265.472561
  nChanged 45
		SP:Iteration 23Q (8685.030000 sec): 3 clusters
  Score: Raw -5141449.924302 + Penalty 5170.012183 = -5136279.912119
  nChanged 39
		SP:Iteration 24Q (8685.120000 sec): 3 clusters
  Score: Raw -5141459.807337 + Penalty 5170.012183 = -5136289.795154
  nChanged 29
		SP:Iteration 25Q (8685.210000 sec): 3 clusters
  Score: Raw -5141466.209484 + Penalty 5170.012183 = -5136296.197301
  nChanged 22
		SP:Iteration 26Q (8685.310000 sec): 3 clusters
  Score: Raw -5141471.705096 + Penalty 5170.012183 = -5136301.692913
  nChanged 24
		SP:Iteration 27Q (8685.400000 sec): 3 clusters
  Score: Raw -5141478.072028 + Penalty 5170.012183 = -5136308.059845
  nChanged 39
		SP:Iteration 28Q (8685.490000 sec): 3 clusters
  Score: Raw -5141489.684526 + Penalty 5170.012183 = -5136319.672343
  nChanged 38
		SP:Iteration 29Q (8685.580000 sec): 3 clusters
  Score: Raw -5141501.205507 + Penalty 5170.012183 = -5136331.193324
  nChanged 36
		SP:Iteration 30Q (8685.670000 sec): 3 clusters
  Score: Raw -5141512.261174 + Penalty 5170.012183 = -5136342.248991
  nChanged 33
		SP:Iteration 31Q (8685.760000 sec): 3 clusters
  Score: Raw -5141521.729062 + Penalty 5170.012183 = -5136351.716879
  nChanged 35
		SP:Iteration 32Q (8685.850000 sec): 3 clusters
  Score: Raw -5141532.579040 + Penalty 5170.012183 = -5136362.566857
  nChanged 33
		SP:Iteration 33Q (8685.950000 sec): 3 clusters
  Score: Raw -5141541.883257 + Penalty 5170.012183 = -5136371.871074
  nChanged 34
		SP:Iteration 34Q (8686.030000 sec): 3 clusters
  Score: Raw -5141552.485160 + Penalty 5170.012183 = -5136382.472977
  nChanged 33
		SP:Iteration 35Q (8686.130000 sec): 3 clusters
  Score: Raw -5141563.341477 + Penalty 5170.012183 = -5136393.329294
  nChanged 33
		SP:Iteration 36Q (8686.220000 sec): 3 clusters
  Score: Raw -5141572.485714 + Penalty 5170.012183 = -5136402.473531
  nChanged 18
		SP:Iteration 37Q (8686.310000 sec): 3 clusters
  Score: Raw -5141578.316843 + Penalty 5170.012183 = -5136408.304660
  nChanged 22
		SP:Iteration 38Q (8686.400000 sec): 3 clusters
  Score: Raw -5141586.520740 + Penalty 5170.012183 = -5136416.508557
  nChanged 16
		SP:Iteration 39Q (8686.490000 sec): 3 clusters
  Score: Raw -5141591.780934 + Penalty 5170.012183 = -5136421.768751
  nChanged 14
		SP:Iteration 40F (8686.610000 sec): 3 clusters
  Score: Raw -5141595.208614 + Penalty 5170.012183 = -5136425.196431
  nChanged 12
		SP:Iteration 41Q (8686.700000 sec): 3 clusters
  Score: Raw -5141597.720155 + Penalty 5170.012183 = -5136427.707972
  nChanged 8
		SP:Iteration 42Q (8686.790000 sec): 3 clusters
  Score: Raw -5141599.630526 + Penalty 5170.012183 = -5136429.618343
  nChanged 10
		SP:Iteration 43Q (8686.870000 sec): 3 clusters
  Score: Raw -5141601.448971 + Penalty 5170.012183 = -5136431.436788
  nChanged 2
		SP:Iteration 44Q (8686.960000 sec): 3 clusters
  Score: Raw -5141602.043237 + Penalty 5170.012183 = -5136432.031054
  nChanged 5
		SP:Iteration 45Q (8687.050000 sec): 3 clusters
  Score: Raw -5141603.333569 + Penalty 5170.012183 = -5136433.321386
  nChanged 4
		SP:Iteration 46Q (8687.140000 sec): 3 clusters
  Score: Raw -5141604.886500 + Penalty 5170.012183 = -5136434.874317
  nChanged 6
		SP:Iteration 47Q (8687.230000 sec): 3 clusters
  Score: Raw -5141606.380369 + Penalty 5170.012183 = -5136436.368186
  nChanged 1
		SP:Iteration 48Q (8687.320000 sec): 3 clusters
  Score: Raw -5141606.675605 + Penalty 5170.012183 = -5136436.663422
  nChanged 2
		SP:Iteration 49Q (8687.410000 sec): 3 clusters
  Score: Raw -5141607.235511 + Penalty 5170.012183 = -5136437.223328
  nChanged 5
		SP:Iteration 50Q (8687.490000 sec): 3 clusters
  Score: Raw -5141608.990419 + Penalty 5170.012183 = -5136438.978236
  nChanged 4
		SP:Iteration 51Q (8687.590000 sec): 3 clusters
  Score: Raw -5141609.806251 + Penalty 5170.012183 = -5136439.794068
  nChanged 3
		SP:Iteration 52Q (8687.680000 sec): 3 clusters
  Score: Raw -5141610.305652 + Penalty 5170.012183 = -5136440.293469
  nChanged 2
		SP:Iteration 53Q (8687.770000 sec): 3 clusters
  Score: Raw -5141611.654737 + Penalty 5170.012183 = -5136441.642554
  nChanged 3
		SP:Iteration 54Q (8687.860000 sec): 3 clusters
  Score: Raw -5141612.334964 + Penalty 5170.012183 = -5136442.322781
  nChanged 4
		SP:Iteration 55Q (8687.950000 sec): 3 clusters
  Score: Raw -5141613.005098 + Penalty 5170.012183 = -5136442.992914
  nChanged 3
		SP:Iteration 56Q (8688.040000 sec): 3 clusters
  Score: Raw -5141613.443758 + Penalty 5170.012183 = -5136443.431575
  nChanged 2
		SP:Iteration 57Q (8688.130000 sec): 3 clusters
  Score: Raw -5141613.894278 + Penalty 5170.012183 = -5136443.882095
  nChanged 4
		SP:Iteration 58Q (8688.220000 sec): 3 clusters
  Score: Raw -5141614.542116 + Penalty 5170.012183 = -5136444.529933
  nChanged 1
		SP:Iteration 59Q (8688.310000 sec): 3 clusters
  Score: Raw -5141614.680734 + Penalty 5170.012183 = -5136444.668551
  nChanged 0
		SP:Iteration 60F (8688.430000 sec): 3 clusters
  Score: Raw -5141614.680734 + Penalty 5170.012183 = -5136444.668551
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.450000 sec): 2 clusters
  Score: Raw -141751.663836 + Penalty 1732.668482 = -140018.995354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.460000 sec): 3 clusters
  Score: Raw -141509.898211 + Penalty 3465.336964 = -138044.561247
  nChanged 278
		SP:Iteration 1F (8688.460000 sec): 3 clusters
  Score: Raw -141857.898718 + Penalty 3465.336964 = -138392.561754
  nChanged 75
		SP:Iteration 2F (8688.470000 sec): 3 clusters
  Score: Raw -141954.145804 + Penalty 3465.336964 = -138488.808840
  nChanged 40
		SP:Iteration 3Q (8688.470000 sec): 3 clusters
  Score: Raw -142003.226436 + Penalty 3465.336964 = -138537.889472
  nChanged 25
		SP:Iteration 4Q (8688.470000 sec): 3 clusters
  Score: Raw -142036.262862 + Penalty 3465.336964 = -138570.925898
  nChanged 17
		SP:Iteration 5Q (8688.480000 sec): 3 clusters
  Score: Raw -142062.788018 + Penalty 3465.336964 = -138597.451054
  nChanged 18
		SP:Iteration 6Q (8688.480000 sec): 3 clusters
  Score: Raw -142096.004325 + Penalty 3465.336964 = -138630.667361
  nChanged 12
		SP:Iteration 7Q (8688.490000 sec): 3 clusters
  Score: Raw -142115.546916 + Penalty 3465.336964 = -138650.209952
  nChanged 10
		SP:Iteration 8Q (8688.490000 sec): 3 clusters
  Score: Raw -142127.816737 + Penalty 3465.336964 = -138662.479773
  nChanged 8
		SP:Iteration 9Q (8688.490000 sec): 3 clusters
  Score: Raw -142136.965374 + Penalty 3465.336964 = -138671.628410
  nChanged 3
		SP:Iteration 10Q (8688.500000 sec): 3 clusters
  Score: Raw -142141.444131 + Penalty 3465.336964 = -138676.107167
  nChanged 4
		SP:Iteration 11Q (8688.500000 sec): 3 clusters
  Score: Raw -142148.741255 + Penalty 3465.336964 = -138683.404291
  nChanged 4
		SP:Iteration 12Q (8688.500000 sec): 3 clusters
  Score: Raw -142155.241639 + Penalty 3465.336964 = -138689.904676
  nChanged 5
		SP:Iteration 13Q (8688.510000 sec): 3 clusters
  Score: Raw -142160.927360 + Penalty 3465.336964 = -138695.590396
  nChanged 1
		SP:Iteration 14Q (8688.510000 sec): 3 clusters
  Score: Raw -142162.655648 + Penalty 3465.336964 = -138697.318684
  nChanged 1
		SP:Iteration 15Q (8688.510000 sec): 3 clusters
  Score: Raw -142163.585459 + Penalty 3465.336964 = -138698.248495
  nChanged 0
		SP:Iteration 16F (8688.520000 sec): 3 clusters
  Score: Raw -142163.585459 + Penalty 3465.336964 = -138698.248495
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.520000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.520000 sec): 3 clusters
  Score: Raw -31496.399068 + Penalty 2705.839273 = -28790.559795
  nChanged 11
		SP:Iteration 1Q (8688.520000 sec): 3 clusters
  Score: Raw -31541.004249 + Penalty 2705.839273 = -28835.164976
  nChanged 2
		SP:Iteration 2Q (8688.520000 sec): 3 clusters
  Score: Raw -31553.164974 + Penalty 2705.839273 = -28847.325701
  nChanged 3
		SP:Iteration 3Q (8688.530000 sec): 3 clusters
  Score: Raw -31574.534602 + Penalty 2705.839273 = -28868.695329
  nChanged 1
		SP:Iteration 4Q (8688.530000 sec): 3 clusters
  Score: Raw -31576.621387 + Penalty 2705.839273 = -28870.782113
  nChanged 3
		SP:Iteration 5Q (8688.530000 sec): 3 clusters
  Score: Raw -31590.926217 + Penalty 2705.839273 = -28885.086944
  nChanged 1
		SP:Iteration 6Q (8688.530000 sec): 3 clusters
  Score: Raw -31596.035173 + Penalty 2705.839273 = -28890.195900
  nChanged 0
		SP:Iteration 7F (8688.530000 sec): 3 clusters
  Score: Raw -31596.035173 + Penalty 2705.839273 = -28890.195900
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.530000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.530000 sec): 3 clusters
  Score: Raw -77792.552549 + Penalty 3172.049753 = -74620.502796
  nChanged 136
		SP:Iteration 1F (8688.530000 sec): 3 clusters
  Score: Raw -78092.814941 + Penalty 3172.049753 = -74920.765189
  nChanged 39
		SP:Iteration 2F (8688.540000 sec): 3 clusters
  Score: Raw -78288.207756 + Penalty 3172.049753 = -75116.158003
  nChanged 49
		SP:Iteration 3F (8688.540000 sec): 3 clusters
  Score: Raw -78521.380978 + Penalty 3172.049753 = -75349.331226
  nChanged 40
		SP:Iteration 4F (8688.540000 sec): 3 clusters
  Score: Raw -78674.075221 + Penalty 3172.049753 = -75502.025468
  nChanged 30
		SP:Iteration 5F (8688.540000 sec): 3 clusters
  Score: Raw -78763.423867 + Penalty 3172.049753 = -75591.374114
  nChanged 12
		SP:Iteration 6Q (8688.550000 sec): 3 clusters
  Score: Raw -78817.893088 + Penalty 3172.049753 = -75645.843336
  nChanged 15
		SP:Iteration 7Q (8688.550000 sec): 3 clusters
  Score: Raw -78854.154970 + Penalty 3172.049753 = -75682.105217
  nChanged 8
		SP:Iteration 8Q (8688.550000 sec): 3 clusters
  Score: Raw -78883.235889 + Penalty 3172.049753 = -75711.186136
  nChanged 2
		SP:Iteration 9Q (8688.550000 sec): 3 clusters
  Score: Raw -78887.302971 + Penalty 3172.049753 = -75715.253218
  nChanged 1
		SP:Iteration 10Q (8688.550000 sec): 3 clusters
  Score: Raw -78888.695439 + Penalty 3172.049753 = -75716.645686
  nChanged 1
		SP:Iteration 11Q (8688.550000 sec): 3 clusters
  Score: Raw -78890.231293 + Penalty 3172.049753 = -75718.181541
  nChanged 0
		SP:Iteration 12F (8688.560000 sec): 3 clusters
  Score: Raw -78890.231293 + Penalty 3172.049753 = -75718.181541
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.560000 sec): 2 clusters
  Score: Raw -24575.550785 + Penalty 1363.297720 = -23212.253065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.560000 sec): 3 clusters
  Score: Raw -24893.867128 + Penalty 2726.595440 = -22167.271688
  nChanged 49
		SP:Iteration 1F (8688.560000 sec): 3 clusters
  Score: Raw -25230.513301 + Penalty 2726.595440 = -22503.917861
  nChanged 17
		SP:Iteration 2F (8688.560000 sec): 3 clusters
  Score: Raw -25405.014333 + Penalty 2726.595440 = -22678.418893
  nChanged 7
		SP:Iteration 3Q (8688.560000 sec): 3 clusters
  Score: Raw -25430.894765 + Penalty 2726.595440 = -22704.299325
  nChanged 2
		SP:Iteration 4Q (8688.560000 sec): 3 clusters
  Score: Raw -25442.408073 + Penalty 2726.595440 = -22715.812633
  nChanged 4
		SP:Iteration 5Q (8688.570000 sec): 3 clusters
  Score: Raw -25477.403929 + Penalty 2726.595440 = -22750.808490
  nChanged 3
		SP:Iteration 6Q (8688.570000 sec): 3 clusters
  Score: Raw -25533.499647 + Penalty 2726.595440 = -22806.904208
  nChanged 3
		SP:Iteration 7Q (8688.570000 sec): 3 clusters
  Score: Raw -25578.362148 + Penalty 2726.595440 = -22851.766708
  nChanged 3
		SP:Iteration 8Q (8688.570000 sec): 3 clusters
  Score: Raw -25638.705467 + Penalty 2726.595440 = -22912.110027
  nChanged 1
		SP:Iteration 9Q (8688.570000 sec): 3 clusters
  Score: Raw -25663.041401 + Penalty 2726.595440 = -22936.445962
  nChanged 0
		SP:Iteration 10F (8688.570000 sec): 3 clusters
  Score: Raw -25663.041401 + Penalty 2726.595440 = -22936.445962
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.570000 sec): 2 clusters
  Score: Raw -33339.247056 + Penalty 1391.149005 = -31948.098051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.570000 sec): 3 clusters
  Score: Raw -33535.390973 + Penalty 2782.298010 = -30753.092963
  nChanged 37
		SP:Iteration 1F (8688.570000 sec): 3 clusters
  Score: Raw -33691.506394 + Penalty 2782.298010 = -30909.208384
  nChanged 9
		SP:Iteration 2Q (8688.570000 sec): 3 clusters
  Score: Raw -33736.279139 + Penalty 2782.298010 = -30953.981129
  nChanged 7
		SP:Iteration 3Q (8688.570000 sec): 3 clusters
  Score: Raw -33759.061784 + Penalty 2782.298010 = -30976.763773
  nChanged 6
		SP:Iteration 4Q (8688.570000 sec): 3 clusters
  Score: Raw -33791.298611 + Penalty 2782.298010 = -31009.000601
  nChanged 3
		SP:Iteration 5Q (8688.580000 sec): 3 clusters
  Score: Raw -33804.857814 + Penalty 2782.298010 = -31022.559803
  nChanged 3
		SP:Iteration 6Q (8688.580000 sec): 3 clusters
  Score: Raw -33829.099616 + Penalty 2782.298010 = -31046.801606
  nChanged 2
		SP:Iteration 7Q (8688.580000 sec): 3 clusters
  Score: Raw -33836.512054 + Penalty 2782.298010 = -31054.214043
  nChanged 2
		SP:Iteration 8Q (8688.580000 sec): 3 clusters
  Score: Raw -33873.229731 + Penalty 2782.298010 = -31090.931721
  nChanged 4
		SP:Iteration 9Q (8688.580000 sec): 3 clusters
  Score: Raw -33969.285015 + Penalty 2782.298010 = -31186.987004
  nChanged 5
		SP:Iteration 10Q (8688.580000 sec): 3 clusters
  Score: Raw -34032.557931 + Penalty 2782.298010 = -31250.259921
  nChanged 3
		SP:Iteration 11Q (8688.580000 sec): 3 clusters
  Score: Raw -34066.830968 + Penalty 2782.298010 = -31284.532958
  nChanged 5
		SP:Iteration 12Q (8688.580000 sec): 3 clusters
  Score: Raw -34139.889289 + Penalty 2782.298010 = -31357.591278
  nChanged 3
		SP:Iteration 13Q (8688.580000 sec): 3 clusters
  Score: Raw -34167.438407 + Penalty 2782.298010 = -31385.140397
  nChanged 2
		SP:Iteration 14Q (8688.580000 sec): 3 clusters
  Score: Raw -34173.743705 + Penalty 2782.298010 = -31391.445695
  nChanged 1
		SP:Iteration 15Q (8688.590000 sec): 3 clusters
  Score: Raw -34177.682973 + Penalty 2782.298010 = -31395.384962
  nChanged 1
		SP:Iteration 16Q (8688.590000 sec): 3 clusters
  Score: Raw -34184.311353 + Penalty 2782.298010 = -31402.013343
  nChanged 1
		SP:Iteration 17Q (8688.590000 sec): 3 clusters
  Score: Raw -34185.866831 + Penalty 2782.298010 = -31403.568821
  nChanged 0
		SP:Iteration 18F (8688.590000 sec): 3 clusters
  Score: Raw -34185.866831 + Penalty 2782.298010 = -31403.568821
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (220 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.590000 sec): 2 clusters
  Score: Raw -29705.057368 + Penalty 1337.619631 = -28367.437737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.590000 sec): 3 clusters
  Score: Raw -29932.368004 + Penalty 2675.239263 = -27257.128741
  nChanged 17
		SP:Iteration 1F (8688.590000 sec): 3 clusters
  Score: Raw -30026.377147 + Penalty 2675.239263 = -27351.137884
  nChanged 4
		SP:Iteration 2Q (8688.590000 sec): 3 clusters
  Score: Raw -30053.559226 + Penalty 2675.239263 = -27378.319963
  nChanged 1
		SP:Iteration 3Q (8688.590000 sec): 3 clusters
  Score: Raw -30063.364910 + Penalty 2675.239263 = -27388.125647
  nChanged 2
		SP:Iteration 4Q (8688.590000 sec): 3 clusters
  Score: Raw -30073.409625 + Penalty 2675.239263 = -27398.170362
  nChanged 0
		SP:Iteration 5F (8688.590000 sec): 3 clusters
  Score: Raw -30073.409625 + Penalty 2675.239263 = -27398.170362
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.600000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.600000 sec): 3 clusters
  Score: Raw -55040.679547 + Penalty 2975.472535 = -52065.207012
  nChanged 61
		SP:Iteration 1F (8688.600000 sec): 3 clusters
  Score: Raw -55161.695681 + Penalty 2975.472535 = -52186.223146
  nChanged 15
		SP:Iteration 2Q (8688.600000 sec): 3 clusters
  Score: Raw -55198.318179 + Penalty 2975.472535 = -52222.845644
  nChanged 7
		SP:Iteration 3Q (8688.600000 sec): 3 clusters
  Score: Raw -55223.021844 + Penalty 2975.472535 = -52247.549310
  nChanged 7
		SP:Iteration 4Q (8688.610000 sec): 3 clusters
  Score: Raw -55248.385260 + Penalty 2975.472535 = -52272.912726
  nChanged 6
		SP:Iteration 5Q (8688.610000 sec): 3 clusters
  Score: Raw -55261.618471 + Penalty 2975.472535 = -52286.145936
  nChanged 3
		SP:Iteration 6Q (8688.610000 sec): 3 clusters
  Score: Raw -55266.838398 + Penalty 2975.472535 = -52291.365863
  nChanged 3
		SP:Iteration 7Q (8688.610000 sec): 3 clusters
  Score: Raw -55274.956583 + Penalty 2975.472535 = -52299.484048
  nChanged 1
		SP:Iteration 8Q (8688.610000 sec): 3 clusters
  Score: Raw -55278.881949 + Penalty 2975.472535 = -52303.409414
  nChanged 2
		SP:Iteration 9Q (8688.610000 sec): 3 clusters
  Score: Raw -55281.860580 + Penalty 2975.472535 = -52306.388045
  nChanged 0
		SP:Iteration 10F (8688.610000 sec): 3 clusters
  Score: Raw -55281.860580 + Penalty 2975.472535 = -52306.388045
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.610000 sec): 2 clusters
  Score: Raw -17577.559976 + Penalty 1308.972435 = -16268.587541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.620000 sec): 3 clusters
  Score: Raw -18065.067645 + Penalty 2617.944871 = -15447.122774
  nChanged 33
		SP:Iteration 1F (8688.620000 sec): 3 clusters
  Score: Raw -18251.966830 + Penalty 2617.944871 = -15634.021959
  nChanged 14
		SP:Iteration 2F (8688.620000 sec): 3 clusters
  Score: Raw -18330.947827 + Penalty 2617.944871 = -15713.002956
  nChanged 8
		SP:Iteration 3Q (8688.620000 sec): 3 clusters
  Score: Raw -18386.120671 + Penalty 2617.944871 = -15768.175800
  nChanged 8
		SP:Iteration 4Q (8688.620000 sec): 3 clusters
  Score: Raw -18469.409973 + Penalty 2617.944871 = -15851.465102
  nChanged 6
		SP:Iteration 5Q (8688.620000 sec): 3 clusters
  Score: Raw -18509.832764 + Penalty 2617.944871 = -15891.887893
  nChanged 0
		SP:Iteration 6F (8688.620000 sec): 3 clusters
  Score: Raw -18509.832764 + Penalty 2617.944871 = -15891.887893
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.620000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.620000 sec): 3 clusters
  Score: Raw -29565.730316 + Penalty 2686.385799 = -26879.344517
  nChanged 23
		SP:Iteration 1F (8688.630000 sec): 3 clusters
  Score: Raw -29672.656433 + Penalty 2686.385799 = -26986.270633
  nChanged 4
		SP:Iteration 2Q (8688.630000 sec): 3 clusters
  Score: Raw -29699.067070 + Penalty 2686.385799 = -27012.681271
  nChanged 1
		SP:Iteration 3Q (8688.630000 sec): 3 clusters
  Score: Raw -29701.277765 + Penalty 2686.385799 = -27014.891965
  nChanged 0
		SP:Iteration 4F (8688.630000 sec): 3 clusters
  Score: Raw -29701.277765 + Penalty 2686.385799 = -27014.891965
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.630000 sec): 2 clusters
  Score: Raw -46074.767155 + Penalty 1447.033063 = -44627.734092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.630000 sec): 3 clusters
  Score: Raw -46262.080040 + Penalty 2894.066126 = -43368.013915
  nChanged 56
		SP:Iteration 1F (8688.630000 sec): 3 clusters
  Score: Raw -46422.216169 + Penalty 2894.066126 = -43528.150043
  nChanged 21
		SP:Iteration 2F (8688.630000 sec): 3 clusters
  Score: Raw -46486.389777 + Penalty 2894.066126 = -43592.323651
  nChanged 9
		SP:Iteration 3Q (8688.630000 sec): 3 clusters
  Score: Raw -46515.635809 + Penalty 2894.066126 = -43621.569683
  nChanged 4
		SP:Iteration 4Q (8688.640000 sec): 3 clusters
  Score: Raw -46529.994153 + Penalty 2894.066126 = -43635.928027
  nChanged 3
		SP:Iteration 5Q (8688.640000 sec): 3 clusters
  Score: Raw -46541.725407 + Penalty 2894.066126 = -43647.659281
  nChanged 1
		SP:Iteration 6Q (8688.640000 sec): 3 clusters
  Score: Raw -46546.037854 + Penalty 2894.066126 = -43651.971728
  nChanged 1
		SP:Iteration 7Q (8688.640000 sec): 3 clusters
  Score: Raw -46548.213632 + Penalty 2894.066126 = -43654.147506
  nChanged 2
		SP:Iteration 8Q (8688.640000 sec): 3 clusters
  Score: Raw -46558.522561 + Penalty 2894.066126 = -43664.456435
  nChanged 2
		SP:Iteration 9Q (8688.640000 sec): 3 clusters
  Score: Raw -46565.486589 + Penalty 2894.066126 = -43671.420464
  nChanged 0
		SP:Iteration 10F (8688.640000 sec): 3 clusters
  Score: Raw -46565.486589 + Penalty 2894.066126 = -43671.420464
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.650000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.650000 sec): 3 clusters
  Score: Raw -55263.820755 + Penalty 3005.325105 = -52258.495650
  nChanged 74
		SP:Iteration 1F (8688.650000 sec): 3 clusters
  Score: Raw -55476.583553 + Penalty 3005.325105 = -52471.258448
  nChanged 27
		SP:Iteration 2F (8688.650000 sec): 3 clusters
  Score: Raw -55593.604602 + Penalty 3005.325105 = -52588.279497
  nChanged 8
		SP:Iteration 3Q (8688.650000 sec): 3 clusters
  Score: Raw -55609.197847 + Penalty 3005.325105 = -52603.872742
  nChanged 3
		SP:Iteration 4Q (8688.650000 sec): 3 clusters
  Score: Raw -55616.651585 + Penalty 3005.325105 = -52611.326480
  nChanged 5
		SP:Iteration 5Q (8688.650000 sec): 3 clusters
  Score: Raw -55624.985826 + Penalty 3005.325105 = -52619.660721
  nChanged 2
		SP:Iteration 6Q (8688.660000 sec): 3 clusters
  Score: Raw -55639.621825 + Penalty 3005.325105 = -52634.296720
  nChanged 3
		SP:Iteration 7Q (8688.660000 sec): 3 clusters
  Score: Raw -55649.269711 + Penalty 3005.325105 = -52643.944606
  nChanged 2
		SP:Iteration 8Q (8688.660000 sec): 3 clusters
  Score: Raw -55652.668274 + Penalty 3005.325105 = -52647.343169
  nChanged 2
		SP:Iteration 9Q (8688.660000 sec): 3 clusters
  Score: Raw -55655.579099 + Penalty 3005.325105 = -52650.253994
  nChanged 2
		SP:Iteration 10Q (8688.660000 sec): 3 clusters
  Score: Raw -55660.061740 + Penalty 3005.325105 = -52654.736635
  nChanged 0
		SP:Iteration 11F (8688.660000 sec): 3 clusters
  Score: Raw -55660.061740 + Penalty 3005.325105 = -52654.736635
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 39 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.670000 sec): 2 clusters
  Score: Raw -22896.629861 + Penalty 1287.853299 = -21608.776562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.670000 sec): 3 clusters
  Score: Raw -23279.357974 + Penalty 2575.706598 = -20703.651376
  nChanged 14
		SP:Iteration 1F (8688.670000 sec): 3 clusters
  Score: Raw -23361.713792 + Penalty 2575.706598 = -20786.007194
  nChanged 4
		SP:Iteration 2Q (8688.670000 sec): 3 clusters
  Score: Raw -23381.986022 + Penalty 2575.706598 = -20806.279424
  nChanged 5
		SP:Iteration 3Q (8688.670000 sec): 3 clusters
  Score: Raw -23403.551646 + Penalty 2575.706598 = -20827.845048
  nChanged 2
		SP:Iteration 4Q (8688.670000 sec): 3 clusters
  Score: Raw -23418.329386 + Penalty 2575.706598 = -20842.622788
  nChanged 1
		SP:Iteration 5Q (8688.670000 sec): 3 clusters
  Score: Raw -23424.808128 + Penalty 2575.706598 = -20849.101530
  nChanged 2
		SP:Iteration 6Q (8688.670000 sec): 3 clusters
  Score: Raw -23433.516937 + Penalty 2575.706598 = -20857.810339
  nChanged 0
		SP:Iteration 7F (8688.670000 sec): 3 clusters
  Score: Raw -23433.516937 + Penalty 2575.706598 = -20857.810339
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.670000 sec): 2 clusters
  Score: Raw -68690.960353 + Penalty 1547.104507 = -67143.855846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.680000 sec): 3 clusters
  Score: Raw -68739.252975 + Penalty 3094.209014 = -65645.043961
  nChanged 93
		SP:Iteration 1F (8688.680000 sec): 3 clusters
  Score: Raw -68941.393265 + Penalty 3094.209014 = -65847.184251
  nChanged 24
		SP:Iteration 2Q (8688.680000 sec): 3 clusters
  Score: Raw -68987.094214 + Penalty 3094.209014 = -65892.885200
  nChanged 9
		SP:Iteration 3Q (8688.680000 sec): 3 clusters
  Score: Raw -69015.491236 + Penalty 3094.209014 = -65921.282222
  nChanged 4
		SP:Iteration 4Q (8688.680000 sec): 3 clusters
  Score: Raw -69023.494317 + Penalty 3094.209014 = -65929.285303
  nChanged 2
		SP:Iteration 5Q (8688.690000 sec): 3 clusters
  Score: Raw -69026.021264 + Penalty 3094.209014 = -65931.812250
  nChanged 2
		SP:Iteration 6Q (8688.690000 sec): 3 clusters
  Score: Raw -69034.808020 + Penalty 3094.209014 = -65940.599006
  nChanged 2
		SP:Iteration 7Q (8688.690000 sec): 3 clusters
  Score: Raw -69037.390508 + Penalty 3094.209014 = -65943.181494
  nChanged 2
		SP:Iteration 8Q (8688.690000 sec): 3 clusters
  Score: Raw -69040.292960 + Penalty 3094.209014 = -65946.083946
  nChanged 0
		SP:Iteration 9F (8688.690000 sec): 3 clusters
  Score: Raw -69040.292960 + Penalty 3094.209014 = -65946.083946
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.690000 sec): 2 clusters
  Score: Raw -17477.088865 + Penalty 1346.477716 = -16130.611149
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.690000 sec): 3 clusters
  Score: Raw -17832.583873 + Penalty 2692.955432 = -15139.628441
  nChanged 41
		SP:Iteration 1F (8688.690000 sec): 3 clusters
  Score: Raw -18126.614745 + Penalty 2692.955432 = -15433.659313
  nChanged 23
		SP:Iteration 2F (8688.700000 sec): 3 clusters
  Score: Raw -18293.509636 + Penalty 2692.955432 = -15600.554204
  nChanged 12
		SP:Iteration 3F (8688.700000 sec): 3 clusters
  Score: Raw -18392.618504 + Penalty 2692.955432 = -15699.663072
  nChanged 6
		SP:Iteration 4Q (8688.700000 sec): 3 clusters
  Score: Raw -18423.538615 + Penalty 2692.955432 = -15730.583183
  nChanged 3
		SP:Iteration 5Q (8688.700000 sec): 3 clusters
  Score: Raw -18472.812382 + Penalty 2692.955432 = -15779.856950
  nChanged 0
		SP:Iteration 6F (8688.700000 sec): 3 clusters
  Score: Raw -18472.812382 + Penalty 2692.955432 = -15779.856950
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 42 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.700000 sec): 2 clusters
  Score: Raw -25518.930557 + Penalty 1352.919637 = -24166.010921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.700000 sec): 3 clusters
  Score: Raw -25739.713218 + Penalty 2705.839273 = -23033.873944
  nChanged 24
		SP:Iteration 1F (8688.710000 sec): 3 clusters
  Score: Raw -25846.315612 + Penalty 2705.839273 = -23140.476338
  nChanged 9
		SP:Iteration 2Q (8688.710000 sec): 3 clusters
  Score: Raw -25897.706873 + Penalty 2705.839273 = -23191.867600
  nChanged 8
		SP:Iteration 3Q (8688.710000 sec): 3 clusters
  Score: Raw -25983.713106 + Penalty 2705.839273 = -23277.873833
  nChanged 7
		SP:Iteration 4Q (8688.710000 sec): 3 clusters
  Score: Raw -26019.680611 + Penalty 2705.839273 = -23313.841337
  nChanged 5
		SP:Iteration 5Q (8688.710000 sec): 3 clusters
  Score: Raw -26044.134490 + Penalty 2705.839273 = -23338.295217
  nChanged 3
		SP:Iteration 6Q (8688.710000 sec): 3 clusters
  Score: Raw -26061.027115 + Penalty 2705.839273 = -23355.187842
  nChanged 6
		SP:Iteration 7Q (8688.710000 sec): 3 clusters
  Score: Raw -26113.420523 + Penalty 2705.839273 = -23407.581250
  nChanged 1
		SP:Iteration 8Q (8688.710000 sec): 3 clusters
  Score: Raw -26117.239715 + Penalty 2705.839273 = -23411.400441
  nChanged 2
		SP:Iteration 9Q (8688.710000 sec): 3 clusters
  Score: Raw -26136.049368 + Penalty 2705.839273 = -23430.210094
  nChanged 0
		SP:Iteration 10F (8688.710000 sec): 3 clusters
  Score: Raw -26136.049368 + Penalty 2705.839273 = -23430.210094
  nChanged 0
Iteration 339F (8730.580000 sec): 42 clusters
  Score: Raw -117677413.090371 + Penalty 138362.130809 = -117539050.959562
  nChanged 1
Iteration 340F (8772.420000 sec): 42 clusters
  Score: Raw -117677432.554899 + Penalty 138362.130809 = -117539070.424090
  nChanged 0
Writing temp clu file 
Because OldScore, -117539050.959562, is greater than current (better) Score,-117539070.424090 
 Compute initial score before splitting:   Score: Raw -117677432.554899 + Penalty 138362.130809 = -117539070.424090
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8772.570000 sec): 2 clusters
  Score: Raw -1048183.648990 + Penalty 2200.863096 = -1045982.785895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8772.600000 sec): 3 clusters
  Score: Raw -1044477.822123 + Penalty 4401.726192 = -1040076.095932
  nChanged 2872
		SP:Iteration 1F (8772.630000 sec): 3 clusters
  Score: Raw -1046052.953288 + Penalty 4401.726192 = -1041651.227097
  nChanged 497
		SP:Iteration 2F (8772.650000 sec): 3 clusters
  Score: Raw -1046308.184506 + Penalty 4401.726192 = -1041906.458315
  nChanged 361
		SP:Iteration 3F (8772.680000 sec): 3 clusters
  Score: Raw -1046489.625870 + Penalty 4401.726192 = -1042087.899678
  nChanged 293
		SP:Iteration 4Q (8772.700000 sec): 3 clusters
  Score: Raw -1046622.199858 + Penalty 4401.726192 = -1042220.473667
  nChanged 245
		SP:Iteration 5Q (8772.730000 sec): 3 clusters
  Score: Raw -1046722.897186 + Penalty 4401.726192 = -1042321.170994
  nChanged 174
		SP:Iteration 6Q (8772.750000 sec): 3 clusters
  Score: Raw -1046792.071113 + Penalty 4401.726192 = -1042390.344921
  nChanged 148
		SP:Iteration 7Q (8772.780000 sec): 3 clusters
  Score: Raw -1046861.730534 + Penalty 4401.726192 = -1042460.004342
  nChanged 166
		SP:Iteration 8Q (8772.800000 sec): 3 clusters
  Score: Raw -1046941.047179 + Penalty 4401.726192 = -1042539.320988
  nChanged 161
		SP:Iteration 9Q (8772.830000 sec): 3 clusters
  Score: Raw -1047018.091709 + Penalty 4401.726192 = -1042616.365517
  nChanged 152
		SP:Iteration 10Q (8772.850000 sec): 3 clusters
  Score: Raw -1047083.556234 + Penalty 4401.726192 = -1042681.830042
  nChanged 125
		SP:Iteration 11Q (8772.880000 sec): 3 clusters
  Score: Raw -1047139.271054 + Penalty 4401.726192 = -1042737.544862
  nChanged 109
		SP:Iteration 12Q (8772.900000 sec): 3 clusters
  Score: Raw -1047183.438183 + Penalty 4401.726192 = -1042781.711991
  nChanged 107
		SP:Iteration 13Q (8772.930000 sec): 3 clusters
  Score: Raw -1047231.434377 + Penalty 4401.726192 = -1042829.708186
  nChanged 113
		SP:Iteration 14Q (8772.950000 sec): 3 clusters
  Score: Raw -1047278.182593 + Penalty 4401.726192 = -1042876.456401
  nChanged 110
		SP:Iteration 15Q (8772.980000 sec): 3 clusters
  Score: Raw -1047328.695269 + Penalty 4401.726192 = -1042926.969077
  nChanged 128
		SP:Iteration 16Q (8773.000000 sec): 3 clusters
  Score: Raw -1047387.973653 + Penalty 4401.726192 = -1042986.247461
  nChanged 119
		SP:Iteration 17Q (8773.020000 sec): 3 clusters
  Score: Raw -1047446.800970 + Penalty 4401.726192 = -1043045.074778
  nChanged 138
		SP:Iteration 18Q (8773.050000 sec): 3 clusters
  Score: Raw -1047511.630780 + Penalty 4401.726192 = -1043109.904588
  nChanged 130
		SP:Iteration 19Q (8773.070000 sec): 3 clusters
  Score: Raw -1047573.174756 + Penalty 4401.726192 = -1043171.448565
  nChanged 106
		SP:Iteration 20F (8773.100000 sec): 3 clusters
  Score: Raw -1047618.675237 + Penalty 4401.726192 = -1043216.949045
  nChanged 110
		SP:Iteration 21Q (8773.120000 sec): 3 clusters
  Score: Raw -1047668.529640 + Penalty 4401.726192 = -1043266.803448
  nChanged 115
		SP:Iteration 22Q (8773.140000 sec): 3 clusters
  Score: Raw -1047726.215954 + Penalty 4401.726192 = -1043324.489762
  nChanged 123
		SP:Iteration 23Q (8773.170000 sec): 3 clusters
  Score: Raw -1047786.965619 + Penalty 4401.726192 = -1043385.239427
  nChanged 104
		SP:Iteration 24Q (8773.190000 sec): 3 clusters
  Score: Raw -1047839.094215 + Penalty 4401.726192 = -1043437.368024
  nChanged 110
		SP:Iteration 25Q (8773.220000 sec): 3 clusters
  Score: Raw -1047893.076025 + Penalty 4401.726192 = -1043491.349833
  nChanged 94
		SP:Iteration 26Q (8773.240000 sec): 3 clusters
  Score: Raw -1047951.148789 + Penalty 4401.726192 = -1043549.422598
  nChanged 103
		SP:Iteration 27Q (8773.260000 sec): 3 clusters
  Score: Raw -1048023.636281 + Penalty 4401.726192 = -1043621.910089
  nChanged 97
		SP:Iteration 28Q (8773.280000 sec): 3 clusters
  Score: Raw -1048082.572988 + Penalty 4401.726192 = -1043680.846796
  nChanged 95
		SP:Iteration 29Q (8773.300000 sec): 3 clusters
  Score: Raw -1048138.202463 + Penalty 4401.726192 = -1043736.476271
  nChanged 85
		SP:Iteration 30Q (8773.330000 sec): 3 clusters
  Score: Raw -1048195.868058 + Penalty 4401.726192 = -1043794.141866
  nChanged 75
		SP:Iteration 31Q (8773.350000 sec): 3 clusters
  Score: Raw -1048248.523901 + Penalty 4401.726192 = -1043846.797710
  nChanged 61
		SP:Iteration 32Q (8773.370000 sec): 3 clusters
  Score: Raw -1048286.201226 + Penalty 4401.726192 = -1043884.475035
  nChanged 38
		SP:Iteration 33Q (8773.390000 sec): 3 clusters
  Score: Raw -1048307.718565 + Penalty 4401.726192 = -1043905.992373
  nChanged 45
		SP:Iteration 34Q (8773.410000 sec): 3 clusters
  Score: Raw -1048329.637421 + Penalty 4401.726192 = -1043927.911229
  nChanged 31
		SP:Iteration 35Q (8773.430000 sec): 3 clusters
  Score: Raw -1048347.177415 + Penalty 4401.726192 = -1043945.451224
  nChanged 28
		SP:Iteration 36Q (8773.460000 sec): 3 clusters
  Score: Raw -1048362.024891 + Penalty 4401.726192 = -1043960.298699
  nChanged 21
		SP:Iteration 37Q (8773.480000 sec): 3 clusters
  Score: Raw -1048377.741662 + Penalty 4401.726192 = -1043976.015470
  nChanged 19
		SP:Iteration 38Q (8773.500000 sec): 3 clusters
  Score: Raw -1048390.533277 + Penalty 4401.726192 = -1043988.807085
  nChanged 23
		SP:Iteration 39Q (8773.520000 sec): 3 clusters
  Score: Raw -1048403.912248 + Penalty 4401.726192 = -1044002.186056
  nChanged 19
		SP:Iteration 40F (8773.540000 sec): 3 clusters
  Score: Raw -1048413.715380 + Penalty 4401.726192 = -1044011.989189
  nChanged 13
		SP:Iteration 41Q (8773.560000 sec): 3 clusters
  Score: Raw -1048420.019716 + Penalty 4401.726192 = -1044018.293524
  nChanged 11
		SP:Iteration 42Q (8773.580000 sec): 3 clusters
  Score: Raw -1048425.466212 + Penalty 4401.726192 = -1044023.740020
  nChanged 4
		SP:Iteration 43Q (8773.600000 sec): 3 clusters
  Score: Raw -1048428.027111 + Penalty 4401.726192 = -1044026.300919
  nChanged 2
		SP:Iteration 44Q (8773.620000 sec): 3 clusters
  Score: Raw -1048430.165341 + Penalty 4401.726192 = -1044028.439149
  nChanged 1
		SP:Iteration 45Q (8773.640000 sec): 3 clusters
  Score: Raw -1048430.478576 + Penalty 4401.726192 = -1044028.752385
  nChanged 1
		SP:Iteration 46Q (8773.660000 sec): 3 clusters
  Score: Raw -1048431.104152 + Penalty 4401.726192 = -1044029.377960
  nChanged 1
		SP:Iteration 47Q (8773.680000 sec): 3 clusters
  Score: Raw -1048432.795856 + Penalty 4401.726192 = -1044031.069664
  nChanged 2
		SP:Iteration 48Q (8773.700000 sec): 3 clusters
  Score: Raw -1048433.668594 + Penalty 4401.726192 = -1044031.942402
  nChanged 0
		SP:Iteration 49F (8773.730000 sec): 3 clusters
  Score: Raw -1048433.668594 + Penalty 4401.726192 = -1044031.942402
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8773.760000 sec): 2 clusters
  Score: Raw -1106221.456500 + Penalty 2217.924743 = -1104003.531757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8773.780000 sec): 3 clusters
  Score: Raw -1102237.883185 + Penalty 4435.849487 = -1097802.033699
  nChanged 3127
		SP:Iteration 1F (8773.810000 sec): 3 clusters
  Score: Raw -1103980.308116 + Penalty 4435.849487 = -1099544.458629
  nChanged 550
		SP:Iteration 2F (8773.840000 sec): 3 clusters
  Score: Raw -1104289.391978 + Penalty 4435.849487 = -1099853.542491
  nChanged 422
		SP:Iteration 3F (8773.860000 sec): 3 clusters
  Score: Raw -1104521.445124 + Penalty 4435.849487 = -1100085.595638
  nChanged 367
		SP:Iteration 4Q (8773.890000 sec): 3 clusters
  Score: Raw -1104745.513152 + Penalty 4435.849487 = -1100309.663665
  nChanged 342
		SP:Iteration 5Q (8773.920000 sec): 3 clusters
  Score: Raw -1104965.549613 + Penalty 4435.849487 = -1100529.700126
  nChanged 328
		SP:Iteration 6Q (8773.940000 sec): 3 clusters
  Score: Raw -1105162.945232 + Penalty 4435.849487 = -1100727.095745
  nChanged 272
		SP:Iteration 7Q (8773.970000 sec): 3 clusters
  Score: Raw -1105321.766598 + Penalty 4435.849487 = -1100885.917111
  nChanged 243
		SP:Iteration 8Q (8774.000000 sec): 3 clusters
  Score: Raw -1105464.806055 + Penalty 4435.849487 = -1101028.956569
  nChanged 242
		SP:Iteration 9Q (8774.020000 sec): 3 clusters
  Score: Raw -1105614.794279 + Penalty 4435.849487 = -1101178.944792
  nChanged 213
		SP:Iteration 10Q (8774.050000 sec): 3 clusters
  Score: Raw -1105745.377237 + Penalty 4435.849487 = -1101309.527750
  nChanged 181
		SP:Iteration 11Q (8774.080000 sec): 3 clusters
  Score: Raw -1105866.535444 + Penalty 4435.849487 = -1101430.685958
  nChanged 166
		SP:Iteration 12Q (8774.100000 sec): 3 clusters
  Score: Raw -1105978.474114 + Penalty 4435.849487 = -1101542.624628
  nChanged 171
		SP:Iteration 13Q (8774.130000 sec): 3 clusters
  Score: Raw -1106106.036071 + Penalty 4435.849487 = -1101670.186584
  nChanged 162
		SP:Iteration 14Q (8774.150000 sec): 3 clusters
  Score: Raw -1106224.240747 + Penalty 4435.849487 = -1101788.391260
  nChanged 152
		SP:Iteration 15Q (8774.180000 sec): 3 clusters
  Score: Raw -1106335.699194 + Penalty 4435.849487 = -1101899.849707
  nChanged 123
		SP:Iteration 16Q (8774.200000 sec): 3 clusters
  Score: Raw -1106416.558592 + Penalty 4435.849487 = -1101980.709106
  nChanged 99
		SP:Iteration 17Q (8774.230000 sec): 3 clusters
  Score: Raw -1106491.823837 + Penalty 4435.849487 = -1102055.974350
  nChanged 104
		SP:Iteration 18Q (8774.250000 sec): 3 clusters
  Score: Raw -1106584.035180 + Penalty 4435.849487 = -1102148.185693
  nChanged 95
		SP:Iteration 19Q (8774.270000 sec): 3 clusters
  Score: Raw -1106652.829679 + Penalty 4435.849487 = -1102216.980192
  nChanged 65
		SP:Iteration 20F (8774.300000 sec): 3 clusters
  Score: Raw -1106691.440401 + Penalty 4435.849487 = -1102255.590914
  nChanged 59
		SP:Iteration 21Q (8774.320000 sec): 3 clusters
  Score: Raw -1106724.496978 + Penalty 4435.849487 = -1102288.647491
  nChanged 49
		SP:Iteration 22Q (8774.340000 sec): 3 clusters
  Score: Raw -1106747.350806 + Penalty 4435.849487 = -1102311.501319
  nChanged 37
		SP:Iteration 23Q (8774.370000 sec): 3 clusters
  Score: Raw -1106764.677737 + Penalty 4435.849487 = -1102328.828250
  nChanged 34
		SP:Iteration 24Q (8774.390000 sec): 3 clusters
  Score: Raw -1106782.066678 + Penalty 4435.849487 = -1102346.217191
  nChanged 22
		SP:Iteration 25Q (8774.410000 sec): 3 clusters
  Score: Raw -1106792.683073 + Penalty 4435.849487 = -1102356.833586
  nChanged 16
		SP:Iteration 26Q (8774.430000 sec): 3 clusters
  Score: Raw -1106799.020705 + Penalty 4435.849487 = -1102363.171218
  nChanged 15
		SP:Iteration 27Q (8774.460000 sec): 3 clusters
  Score: Raw -1106806.194805 + Penalty 4435.849487 = -1102370.345318
  nChanged 19
		SP:Iteration 28Q (8774.480000 sec): 3 clusters
  Score: Raw -1106815.234368 + Penalty 4435.849487 = -1102379.384882
  nChanged 20
		SP:Iteration 29Q (8774.500000 sec): 3 clusters
  Score: Raw -1106823.200990 + Penalty 4435.849487 = -1102387.351503
  nChanged 14
		SP:Iteration 30Q (8774.520000 sec): 3 clusters
  Score: Raw -1106829.580266 + Penalty 4435.849487 = -1102393.730779
  nChanged 14
		SP:Iteration 31Q (8774.540000 sec): 3 clusters
  Score: Raw -1106835.231290 + Penalty 4435.849487 = -1102399.381803
  nChanged 14
		SP:Iteration 32Q (8774.560000 sec): 3 clusters
  Score: Raw -1106841.907902 + Penalty 4435.849487 = -1102406.058415
  nChanged 12
		SP:Iteration 33Q (8774.590000 sec): 3 clusters
  Score: Raw -1106847.860548 + Penalty 4435.849487 = -1102412.011061
  nChanged 18
		SP:Iteration 34Q (8774.610000 sec): 3 clusters
  Score: Raw -1106856.687505 + Penalty 4435.849487 = -1102420.838018
  nChanged 18
		SP:Iteration 35Q (8774.630000 sec): 3 clusters
  Score: Raw -1106865.992245 + Penalty 4435.849487 = -1102430.142758
  nChanged 25
		SP:Iteration 36Q (8774.650000 sec): 3 clusters
  Score: Raw -1106877.254885 + Penalty 4435.849487 = -1102441.405398
  nChanged 11
		SP:Iteration 37Q (8774.670000 sec): 3 clusters
  Score: Raw -1106881.763981 + Penalty 4435.849487 = -1102445.914495
  nChanged 10
		SP:Iteration 38Q (8774.690000 sec): 3 clusters
  Score: Raw -1106886.144029 + Penalty 4435.849487 = -1102450.294543
  nChanged 7
		SP:Iteration 39Q (8774.720000 sec): 3 clusters
  Score: Raw -1106890.039183 + Penalty 4435.849487 = -1102454.189696
  nChanged 8
		SP:Iteration 40F (8774.740000 sec): 3 clusters
  Score: Raw -1106893.080373 + Penalty 4435.849487 = -1102457.230886
  nChanged 9
		SP:Iteration 41Q (8774.760000 sec): 3 clusters
  Score: Raw -1106897.670117 + Penalty 4435.849487 = -1102461.820631
  nChanged 8
		SP:Iteration 42Q (8774.780000 sec): 3 clusters
  Score: Raw -1106902.075394 + Penalty 4435.849487 = -1102466.225908
  nChanged 9
		SP:Iteration 43Q (8774.800000 sec): 3 clusters
  Score: Raw -1106904.631617 + Penalty 4435.849487 = -1102468.782130
  nChanged 5
		SP:Iteration 44Q (8774.830000 sec): 3 clusters
  Score: Raw -1106907.620693 + Penalty 4435.849487 = -1102471.771207
  nChanged 8
		SP:Iteration 45Q (8774.850000 sec): 3 clusters
  Score: Raw -1106911.760775 + Penalty 4435.849487 = -1102475.911289
  nChanged 6
		SP:Iteration 46Q (8774.870000 sec): 3 clusters
  Score: Raw -1106914.170425 + Penalty 4435.849487 = -1102478.320938
  nChanged 9
		SP:Iteration 47Q (8774.890000 sec): 3 clusters
  Score: Raw -1106918.095378 + Penalty 4435.849487 = -1102482.245891
  nChanged 6
		SP:Iteration 48Q (8774.910000 sec): 3 clusters
  Score: Raw -1106920.561442 + Penalty 4435.849487 = -1102484.711955
  nChanged 3
		SP:Iteration 49Q (8774.930000 sec): 3 clusters
  Score: Raw -1106922.324583 + Penalty 4435.849487 = -1102486.475097
  nChanged 5
		SP:Iteration 50Q (8774.950000 sec): 3 clusters
  Score: Raw -1106924.388570 + Penalty 4435.849487 = -1102488.539083
  nChanged 5
		SP:Iteration 51Q (8774.970000 sec): 3 clusters
  Score: Raw -1106927.604827 + Penalty 4435.849487 = -1102491.755341
  nChanged 4
		SP:Iteration 52Q (8774.990000 sec): 3 clusters
  Score: Raw -1106929.919822 + Penalty 4435.849487 = -1102494.070335
  nChanged 5
		SP:Iteration 53Q (8775.020000 sec): 3 clusters
  Score: Raw -1106933.237766 + Penalty 4435.849487 = -1102497.388279
  nChanged 4
		SP:Iteration 54Q (8775.040000 sec): 3 clusters
  Score: Raw -1106934.867862 + Penalty 4435.849487 = -1102499.018375
  nChanged 1
		SP:Iteration 55Q (8775.060000 sec): 3 clusters
  Score: Raw -1106935.284284 + Penalty 4435.849487 = -1102499.434798
  nChanged 1
		SP:Iteration 56Q (8775.080000 sec): 3 clusters
  Score: Raw -1106935.544542 + Penalty 4435.849487 = -1102499.695055
  nChanged 1
		SP:Iteration 57Q (8775.100000 sec): 3 clusters
  Score: Raw -1106935.860291 + Penalty 4435.849487 = -1102500.010804
  nChanged 0
		SP:Iteration 58F (8775.120000 sec): 3 clusters
  Score: Raw -1106935.860291 + Penalty 4435.849487 = -1102500.010804
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8775.220000 sec): 2 clusters
  Score: Raw -4024112.096684 + Penalty 2532.694661 = -4021579.402023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8775.320000 sec): 3 clusters
  Score: Raw -4007829.248363 + Penalty 5065.389321 = -4002763.859042
  nChanged 12151
		SP:Iteration 1F (8775.420000 sec): 3 clusters
  Score: Raw -4014508.497105 + Penalty 5065.389321 = -4009443.107784
  nChanged 1296
		SP:Iteration 2Q (8775.520000 sec): 3 clusters
  Score: Raw -4014911.015101 + Penalty 5065.389321 = -4009845.625780
  nChanged 1061
		SP:Iteration 3Q (8775.620000 sec): 3 clusters
  Score: Raw -4015229.014858 + Penalty 5065.389321 = -4010163.625536
  nChanged 950
		SP:Iteration 4Q (8775.720000 sec): 3 clusters
  Score: Raw -4015531.023594 + Penalty 5065.389321 = -4010465.634273
  nChanged 917
		SP:Iteration 5Q (8775.820000 sec): 3 clusters
  Score: Raw -4015847.202117 + Penalty 5065.389321 = -4010781.812795
  nChanged 991
		SP:Iteration 6Q (8775.920000 sec): 3 clusters
  Score: Raw -4016231.238435 + Penalty 5065.389321 = -4011165.849114
  nChanged 1155
		SP:Iteration 7Q (8776.020000 sec): 3 clusters
  Score: Raw -4016805.085305 + Penalty 5065.389321 = -4011739.695983
  nChanged 1450
		SP:Iteration 8F (8776.120000 sec): 3 clusters
  Score: Raw -4017658.677048 + Penalty 5065.389321 = -4012593.287726
  nChanged 1691
		SP:Iteration 9F (8776.220000 sec): 3 clusters
  Score: Raw -4018851.735663 + Penalty 5065.389321 = -4013786.346342
  nChanged 1869
		SP:Iteration 10F (8776.320000 sec): 3 clusters
  Score: Raw -4020344.368645 + Penalty 5065.389321 = -4015278.979324
  nChanged 1688
		SP:Iteration 11F (8776.420000 sec): 3 clusters
  Score: Raw -4021794.702534 + Penalty 5065.389321 = -4016729.313213
  nChanged 1286
		SP:Iteration 12Q (8776.510000 sec): 3 clusters
  Score: Raw -4022974.835631 + Penalty 5065.389321 = -4017909.446310
  nChanged 791
		SP:Iteration 13Q (8776.600000 sec): 3 clusters
  Score: Raw -4023701.388123 + Penalty 5065.389321 = -4018635.998802
  nChanged 367
		SP:Iteration 14Q (8776.680000 sec): 3 clusters
  Score: Raw -4024046.912445 + Penalty 5065.389321 = -4018981.523124
  nChanged 164
		SP:Iteration 15Q (8776.760000 sec): 3 clusters
  Score: Raw -4024210.071438 + Penalty 5065.389321 = -4019144.682117
  nChanged 77
		SP:Iteration 16Q (8776.830000 sec): 3 clusters
  Score: Raw -4024300.254263 + Penalty 5065.389321 = -4019234.864942
  nChanged 41
		SP:Iteration 17Q (8776.910000 sec): 3 clusters
  Score: Raw -4024347.813582 + Penalty 5065.389321 = -4019282.424261
  nChanged 21
		SP:Iteration 18Q (8776.980000 sec): 3 clusters
  Score: Raw -4024374.864764 + Penalty 5065.389321 = -4019309.475443
  nChanged 18
		SP:Iteration 19Q (8777.050000 sec): 3 clusters
  Score: Raw -4024398.975936 + Penalty 5065.389321 = -4019333.586615
  nChanged 10
		SP:Iteration 20F (8777.150000 sec): 3 clusters
  Score: Raw -4024413.185596 + Penalty 5065.389321 = -4019347.796275
  nChanged 4
		SP:Iteration 21Q (8777.220000 sec): 3 clusters
  Score: Raw -4024420.007861 + Penalty 5065.389321 = -4019354.618540
  nChanged 6
		SP:Iteration 22Q (8777.290000 sec): 3 clusters
  Score: Raw -4024425.759783 + Penalty 5065.389321 = -4019360.370462
  nChanged 2
		SP:Iteration 23Q (8777.360000 sec): 3 clusters
  Score: Raw -4024427.828713 + Penalty 5065.389321 = -4019362.439392
  nChanged 2
		SP:Iteration 24Q (8777.430000 sec): 3 clusters
  Score: Raw -4024429.877293 + Penalty 5065.389321 = -4019364.487971
  nChanged 1
		SP:Iteration 25Q (8777.500000 sec): 3 clusters
  Score: Raw -4024430.501371 + Penalty 5065.389321 = -4019365.112050
  nChanged 0
		SP:Iteration 26F (8777.600000 sec): 3 clusters
  Score: Raw -4024430.501371 + Penalty 5065.389321 = -4019365.112050
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8777.670000 sec): 2 clusters
  Score: Raw -3338101.850046 + Penalty 2502.075052 = -3335599.774994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8777.760000 sec): 3 clusters
  Score: Raw -3323926.060103 + Penalty 5004.150104 = -3318921.909999
  nChanged 10699
		SP:Iteration 1F (8777.850000 sec): 3 clusters
  Score: Raw -3329823.075892 + Penalty 5004.150104 = -3324818.925788
  nChanged 1327
		SP:Iteration 2F (8777.930000 sec): 3 clusters
  Score: Raw -3330316.255611 + Penalty 5004.150104 = -3325312.105506
  nChanged 1131
		SP:Iteration 3Q (8778.020000 sec): 3 clusters
  Score: Raw -3330725.956990 + Penalty 5004.150104 = -3325721.806886
  nChanged 1030
		SP:Iteration 4Q (8778.110000 sec): 3 clusters
  Score: Raw -3331109.937629 + Penalty 5004.150104 = -3326105.787524
  nChanged 979
		SP:Iteration 5Q (8778.190000 sec): 3 clusters
  Score: Raw -3331471.513803 + Penalty 5004.150104 = -3326467.363698
  nChanged 924
		SP:Iteration 6Q (8778.280000 sec): 3 clusters
  Score: Raw -3331817.521583 + Penalty 5004.150104 = -3326813.371479
  nChanged 923
		SP:Iteration 7Q (8778.360000 sec): 3 clusters
  Score: Raw -3332180.461023 + Penalty 5004.150104 = -3327176.310919
  nChanged 904
		SP:Iteration 8Q (8778.450000 sec): 3 clusters
  Score: Raw -3332562.927972 + Penalty 5004.150104 = -3327558.777868
  nChanged 990
		SP:Iteration 9Q (8778.530000 sec): 3 clusters
  Score: Raw -3333048.394050 + Penalty 5004.150104 = -3328044.243946
  nChanged 1001
		SP:Iteration 10Q (8778.620000 sec): 3 clusters
  Score: Raw -3333524.551045 + Penalty 5004.150104 = -3328520.400940
  nChanged 921
		SP:Iteration 11Q (8778.710000 sec): 3 clusters
  Score: Raw -3333969.449017 + Penalty 5004.150104 = -3328965.298912
  nChanged 876
		SP:Iteration 12Q (8778.790000 sec): 3 clusters
  Score: Raw -3334424.191196 + Penalty 5004.150104 = -3329420.041091
  nChanged 831
		SP:Iteration 13Q (8778.870000 sec): 3 clusters
  Score: Raw -3334849.142076 + Penalty 5004.150104 = -3329844.991972
  nChanged 699
		SP:Iteration 14Q (8778.960000 sec): 3 clusters
  Score: Raw -3335161.558992 + Penalty 5004.150104 = -3330157.408888
  nChanged 581
		SP:Iteration 15Q (8779.050000 sec): 3 clusters
  Score: Raw -3335393.890749 + Penalty 5004.150104 = -3330389.740644
  nChanged 487
		SP:Iteration 16Q (8779.130000 sec): 3 clusters
  Score: Raw -3335568.644323 + Penalty 5004.150104 = -3330564.494219
  nChanged 394
		SP:Iteration 17Q (8779.210000 sec): 3 clusters
  Score: Raw -3335681.768265 + Penalty 5004.150104 = -3330677.618161
  nChanged 358
		SP:Iteration 18Q (8779.290000 sec): 3 clusters
  Score: Raw -3335793.773050 + Penalty 5004.150104 = -3330789.622945
  nChanged 339
		SP:Iteration 19Q (8779.370000 sec): 3 clusters
  Score: Raw -3335912.101874 + Penalty 5004.150104 = -3330907.951770
  nChanged 329
		SP:Iteration 20F (8779.460000 sec): 3 clusters
  Score: Raw -3336019.993229 + Penalty 5004.150104 = -3331015.843125
  nChanged 320
		SP:Iteration 21Q (8779.540000 sec): 3 clusters
  Score: Raw -3336123.950170 + Penalty 5004.150104 = -3331119.800066
  nChanged 308
		SP:Iteration 22Q (8779.630000 sec): 3 clusters
  Score: Raw -3336227.261321 + Penalty 5004.150104 = -3331223.111216
  nChanged 293
		SP:Iteration 23Q (8779.710000 sec): 3 clusters
  Score: Raw -3336319.371907 + Penalty 5004.150104 = -3331315.221802
  nChanged 284
		SP:Iteration 24Q (8779.790000 sec): 3 clusters
  Score: Raw -3336404.707665 + Penalty 5004.150104 = -3331400.557561
  nChanged 301
		SP:Iteration 25Q (8779.870000 sec): 3 clusters
  Score: Raw -3336506.397753 + Penalty 5004.150104 = -3331502.247649
  nChanged 300
		SP:Iteration 26Q (8779.950000 sec): 3 clusters
  Score: Raw -3336607.963082 + Penalty 5004.150104 = -3331603.812978
  nChanged 309
		SP:Iteration 27Q (8780.030000 sec): 3 clusters
  Score: Raw -3336715.021493 + Penalty 5004.150104 = -3331710.871389
  nChanged 307
		SP:Iteration 28Q (8780.110000 sec): 3 clusters
  Score: Raw -3336827.252357 + Penalty 5004.150104 = -3331823.102253
  nChanged 300
		SP:Iteration 29Q (8780.190000 sec): 3 clusters
  Score: Raw -3336946.568316 + Penalty 5004.150104 = -3331942.418212
  nChanged 319
		SP:Iteration 30Q (8780.270000 sec): 3 clusters
  Score: Raw -3337079.909299 + Penalty 5004.150104 = -3332075.759195
  nChanged 318
		SP:Iteration 31Q (8780.340000 sec): 3 clusters
  Score: Raw -3337211.467591 + Penalty 5004.150104 = -3332207.317487
  nChanged 318
		SP:Iteration 32Q (8780.420000 sec): 3 clusters
  Score: Raw -3337345.331173 + Penalty 5004.150104 = -3332341.181069
  nChanged 291
		SP:Iteration 33Q (8780.490000 sec): 3 clusters
  Score: Raw -3337468.040369 + Penalty 5004.150104 = -3332463.890265
  nChanged 257
		SP:Iteration 34Q (8780.570000 sec): 3 clusters
  Score: Raw -3337574.074061 + Penalty 5004.150104 = -3332569.923957
  nChanged 238
		SP:Iteration 35Q (8780.640000 sec): 3 clusters
  Score: Raw -3337667.000052 + Penalty 5004.150104 = -3332662.849947
  nChanged 237
		SP:Iteration 36Q (8780.710000 sec): 3 clusters
  Score: Raw -3337785.737422 + Penalty 5004.150104 = -3332781.587318
  nChanged 215
		SP:Iteration 37Q (8780.790000 sec): 3 clusters
  Score: Raw -3337902.995546 + Penalty 5004.150104 = -3332898.845442
  nChanged 216
		SP:Iteration 38Q (8780.850000 sec): 3 clusters
  Score: Raw -3338006.166053 + Penalty 5004.150104 = -3333002.015949
  nChanged 186
		SP:Iteration 39Q (8780.930000 sec): 3 clusters
  Score: Raw -3338084.265528 + Penalty 5004.150104 = -3333080.115424
  nChanged 152
		SP:Iteration 40F (8781.010000 sec): 3 clusters
  Score: Raw -3338151.989323 + Penalty 5004.150104 = -3333147.839219
  nChanged 127
		SP:Iteration 41Q (8781.080000 sec): 3 clusters
  Score: Raw -3338202.631174 + Penalty 5004.150104 = -3333198.481070
  nChanged 118
		SP:Iteration 42Q (8781.150000 sec): 3 clusters
  Score: Raw -3338249.825499 + Penalty 5004.150104 = -3333245.675395
  nChanged 105
		SP:Iteration 43Q (8781.210000 sec): 3 clusters
  Score: Raw -3338288.676222 + Penalty 5004.150104 = -3333284.526118
  nChanged 95
		SP:Iteration 44Q (8781.280000 sec): 3 clusters
  Score: Raw -3338321.757131 + Penalty 5004.150104 = -3333317.607027
  nChanged 77
		SP:Iteration 45Q (8781.350000 sec): 3 clusters
  Score: Raw -3338353.194794 + Penalty 5004.150104 = -3333349.044690
  nChanged 65
		SP:Iteration 46Q (8781.420000 sec): 3 clusters
  Score: Raw -3338379.688835 + Penalty 5004.150104 = -3333375.538731
  nChanged 70
		SP:Iteration 47Q (8781.480000 sec): 3 clusters
  Score: Raw -3338403.835904 + Penalty 5004.150104 = -3333399.685800
  nChanged 62
		SP:Iteration 48Q (8781.550000 sec): 3 clusters
  Score: Raw -3338426.919947 + Penalty 5004.150104 = -3333422.769843
  nChanged 51
		SP:Iteration 49Q (8781.610000 sec): 3 clusters
  Score: Raw -3338446.392052 + Penalty 5004.150104 = -3333442.241947
  nChanged 52
		SP:Iteration 50Q (8781.680000 sec): 3 clusters
  Score: Raw -3338466.892489 + Penalty 5004.150104 = -3333462.742385
  nChanged 39
		SP:Iteration 51Q (8781.750000 sec): 3 clusters
  Score: Raw -3338480.407164 + Penalty 5004.150104 = -3333476.257060
  nChanged 32
		SP:Iteration 52Q (8781.810000 sec): 3 clusters
  Score: Raw -3338492.133097 + Penalty 5004.150104 = -3333487.982992
  nChanged 34
		SP:Iteration 53Q (8781.870000 sec): 3 clusters
  Score: Raw -3338503.275990 + Penalty 5004.150104 = -3333499.125886
  nChanged 28
		SP:Iteration 54Q (8781.940000 sec): 3 clusters
  Score: Raw -3338512.838177 + Penalty 5004.150104 = -3333508.688073
  nChanged 31
		SP:Iteration 55Q (8782.010000 sec): 3 clusters
  Score: Raw -3338523.620760 + Penalty 5004.150104 = -3333519.470656
  nChanged 27
		SP:Iteration 56Q (8782.070000 sec): 3 clusters
  Score: Raw -3338533.278947 + Penalty 5004.150104 = -3333529.128842
  nChanged 25
		SP:Iteration 57Q (8782.140000 sec): 3 clusters
  Score: Raw -3338542.344653 + Penalty 5004.150104 = -3333538.194549
  nChanged 24
		SP:Iteration 58Q (8782.200000 sec): 3 clusters
  Score: Raw -3338549.209841 + Penalty 5004.150104 = -3333545.059736
  nChanged 15
		SP:Iteration 59Q (8782.270000 sec): 3 clusters
  Score: Raw -3338553.194159 + Penalty 5004.150104 = -3333549.044054
  nChanged 12
		SP:Iteration 60F (8782.350000 sec): 3 clusters
  Score: Raw -3338557.661460 + Penalty 5004.150104 = -3333553.511356
  nChanged 12
		SP:Iteration 61Q (8782.420000 sec): 3 clusters
  Score: Raw -3338560.933218 + Penalty 5004.150104 = -3333556.783114
  nChanged 6
		SP:Iteration 62Q (8782.490000 sec): 3 clusters
  Score: Raw -3338562.388609 + Penalty 5004.150104 = -3333558.238504
  nChanged 5
		SP:Iteration 63Q (8782.550000 sec): 3 clusters
  Score: Raw -3338564.631573 + Penalty 5004.150104 = -3333560.481469
  nChanged 5
		SP:Iteration 64Q (8782.620000 sec): 3 clusters
  Score: Raw -3338567.631151 + Penalty 5004.150104 = -3333563.481047
  nChanged 14
		SP:Iteration 65Q (8782.690000 sec): 3 clusters
  Score: Raw -3338573.700011 + Penalty 5004.150104 = -3333569.549907
  nChanged 13
		SP:Iteration 66Q (8782.760000 sec): 3 clusters
  Score: Raw -3338577.840803 + Penalty 5004.150104 = -3333573.690699
  nChanged 8
		SP:Iteration 67Q (8782.820000 sec): 3 clusters
  Score: Raw -3338581.837539 + Penalty 5004.150104 = -3333577.687435
  nChanged 8
		SP:Iteration 68Q (8782.880000 sec): 3 clusters
  Score: Raw -3338585.272881 + Penalty 5004.150104 = -3333581.122777
  nChanged 6
		SP:Iteration 69Q (8782.950000 sec): 3 clusters
  Score: Raw -3338587.390694 + Penalty 5004.150104 = -3333583.240590
  nChanged 10
		SP:Iteration 70Q (8783.010000 sec): 3 clusters
  Score: Raw -3338591.532977 + Penalty 5004.150104 = -3333587.382873
  nChanged 12
		SP:Iteration 71Q (8783.070000 sec): 3 clusters
  Score: Raw -3338596.568550 + Penalty 5004.150104 = -3333592.418446
  nChanged 10
		SP:Iteration 72Q (8783.140000 sec): 3 clusters
  Score: Raw -3338600.606640 + Penalty 5004.150104 = -3333596.456536
  nChanged 11
		SP:Iteration 73Q (8783.200000 sec): 3 clusters
  Score: Raw -3338603.473369 + Penalty 5004.150104 = -3333599.323265
  nChanged 7
		SP:Iteration 74Q (8783.270000 sec): 3 clusters
  Score: Raw -3338605.149367 + Penalty 5004.150104 = -3333600.999263
  nChanged 6
		SP:Iteration 75Q (8783.330000 sec): 3 clusters
  Score: Raw -3338607.757887 + Penalty 5004.150104 = -3333603.607782
  nChanged 7
		SP:Iteration 76Q (8783.390000 sec): 3 clusters
  Score: Raw -3338610.341317 + Penalty 5004.150104 = -3333606.191212
  nChanged 14
		SP:Iteration 77Q (8783.460000 sec): 3 clusters
  Score: Raw -3338616.669751 + Penalty 5004.150104 = -3333612.519646
  nChanged 17
		SP:Iteration 78Q (8783.520000 sec): 3 clusters
  Score: Raw -3338623.672477 + Penalty 5004.150104 = -3333619.522373
  nChanged 7
		SP:Iteration 79Q (8783.590000 sec): 3 clusters
  Score: Raw -3338626.357524 + Penalty 5004.150104 = -3333622.207420
  nChanged 6
		SP:Iteration 80F (8783.670000 sec): 3 clusters
  Score: Raw -3338628.648394 + Penalty 5004.150104 = -3333624.498289
  nChanged 6
		SP:Iteration 81Q (8783.730000 sec): 3 clusters
  Score: Raw -3338630.155954 + Penalty 5004.150104 = -3333626.005850
  nChanged 6
		SP:Iteration 82Q (8783.790000 sec): 3 clusters
  Score: Raw -3338632.354020 + Penalty 5004.150104 = -3333628.203916
  nChanged 9
		SP:Iteration 83Q (8783.860000 sec): 3 clusters
  Score: Raw -3338635.238618 + Penalty 5004.150104 = -3333631.088514
  nChanged 4
		SP:Iteration 84Q (8783.920000 sec): 3 clusters
  Score: Raw -3338636.273751 + Penalty 5004.150104 = -3333632.123647
  nChanged 6
		SP:Iteration 85Q (8783.990000 sec): 3 clusters
  Score: Raw -3338637.798988 + Penalty 5004.150104 = -3333633.648884
  nChanged 5
		SP:Iteration 86Q (8784.050000 sec): 3 clusters
  Score: Raw -3338639.133402 + Penalty 5004.150104 = -3333634.983298
  nChanged 4
		SP:Iteration 87Q (8784.110000 sec): 3 clusters
  Score: Raw -3338640.518397 + Penalty 5004.150104 = -3333636.368293
  nChanged 5
		SP:Iteration 88Q (8784.180000 sec): 3 clusters
  Score: Raw -3338642.321430 + Penalty 5004.150104 = -3333638.171325
  nChanged 4
		SP:Iteration 89Q (8784.240000 sec): 3 clusters
  Score: Raw -3338643.996222 + Penalty 5004.150104 = -3333639.846118
  nChanged 4
		SP:Iteration 90Q (8784.300000 sec): 3 clusters
  Score: Raw -3338645.358393 + Penalty 5004.150104 = -3333641.208289
  nChanged 2
		SP:Iteration 91Q (8784.370000 sec): 3 clusters
  Score: Raw -3338646.256074 + Penalty 5004.150104 = -3333642.105970
  nChanged 4
		SP:Iteration 92Q (8784.430000 sec): 3 clusters
  Score: Raw -3338647.632550 + Penalty 5004.150104 = -3333643.482446
  nChanged 1
		SP:Iteration 93Q (8784.490000 sec): 3 clusters
  Score: Raw -3338647.835441 + Penalty 5004.150104 = -3333643.685337
  nChanged 1
		SP:Iteration 94Q (8784.560000 sec): 3 clusters
  Score: Raw -3338648.139951 + Penalty 5004.150104 = -3333643.989847
  nChanged 2
		SP:Iteration 95Q (8784.620000 sec): 3 clusters
  Score: Raw -3338648.662753 + Penalty 5004.150104 = -3333644.512649
  nChanged 0
		SP:Iteration 96F (8784.710000 sec): 3 clusters
  Score: Raw -3338648.662753 + Penalty 5004.150104 = -3333644.512649
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8784.730000 sec): 2 clusters
  Score: Raw -494000.591510 + Penalty 2019.015069 = -491981.576441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8784.740000 sec): 3 clusters
  Score: Raw -492534.210758 + Penalty 4038.030138 = -488496.180620
  nChanged 1252
		SP:Iteration 1F (8784.750000 sec): 3 clusters
  Score: Raw -493346.653952 + Penalty 4038.030138 = -489308.623815
  nChanged 258
		SP:Iteration 2F (8784.760000 sec): 3 clusters
  Score: Raw -493552.981891 + Penalty 4038.030138 = -489514.951754
  nChanged 191
		SP:Iteration 3F (8784.770000 sec): 3 clusters
  Score: Raw -493672.547121 + Penalty 4038.030138 = -489634.516983
  nChanged 122
		SP:Iteration 4Q (8784.790000 sec): 3 clusters
  Score: Raw -493746.826355 + Penalty 4038.030138 = -489708.796218
  nChanged 96
		SP:Iteration 5Q (8784.800000 sec): 3 clusters
  Score: Raw -493804.355962 + Penalty 4038.030138 = -489766.325824
  nChanged 91
		SP:Iteration 6Q (8784.810000 sec): 3 clusters
  Score: Raw -493863.279437 + Penalty 4038.030138 = -489825.249299
  nChanged 95
		SP:Iteration 7Q (8784.820000 sec): 3 clusters
  Score: Raw -493933.024863 + Penalty 4038.030138 = -489894.994725
  nChanged 95
		SP:Iteration 8Q (8784.830000 sec): 3 clusters
  Score: Raw -493998.959272 + Penalty 4038.030138 = -489960.929134
  nChanged 84
		SP:Iteration 9Q (8784.850000 sec): 3 clusters
  Score: Raw -494047.340359 + Penalty 4038.030138 = -490009.310222
  nChanged 62
		SP:Iteration 10Q (8784.860000 sec): 3 clusters
  Score: Raw -494084.068247 + Penalty 4038.030138 = -490046.038109
  nChanged 62
		SP:Iteration 11Q (8784.870000 sec): 3 clusters
  Score: Raw -494126.783989 + Penalty 4038.030138 = -490088.753851
  nChanged 63
		SP:Iteration 12Q (8784.880000 sec): 3 clusters
  Score: Raw -494165.913469 + Penalty 4038.030138 = -490127.883331
  nChanged 43
		SP:Iteration 13Q (8784.890000 sec): 3 clusters
  Score: Raw -494192.017255 + Penalty 4038.030138 = -490153.987117
  nChanged 44
		SP:Iteration 14Q (8784.910000 sec): 3 clusters
  Score: Raw -494218.221668 + Penalty 4038.030138 = -490180.191530
  nChanged 36
		SP:Iteration 15Q (8784.910000 sec): 3 clusters
  Score: Raw -494240.977826 + Penalty 4038.030138 = -490202.947688
  nChanged 39
		SP:Iteration 16Q (8784.930000 sec): 3 clusters
  Score: Raw -494264.842940 + Penalty 4038.030138 = -490226.812803
  nChanged 39
		SP:Iteration 17Q (8784.940000 sec): 3 clusters
  Score: Raw -494292.998286 + Penalty 4038.030138 = -490254.968148
  nChanged 47
		SP:Iteration 18Q (8784.950000 sec): 3 clusters
  Score: Raw -494332.364326 + Penalty 4038.030138 = -490294.334188
  nChanged 50
		SP:Iteration 19Q (8784.960000 sec): 3 clusters
  Score: Raw -494369.261491 + Penalty 4038.030138 = -490331.231353
  nChanged 40
		SP:Iteration 20F (8784.970000 sec): 3 clusters
  Score: Raw -494411.364049 + Penalty 4038.030138 = -490373.333912
  nChanged 46
		SP:Iteration 21Q (8784.990000 sec): 3 clusters
  Score: Raw -494451.999749 + Penalty 4038.030138 = -490413.969612
  nChanged 58
		SP:Iteration 22Q (8785.000000 sec): 3 clusters
  Score: Raw -494498.322200 + Penalty 4038.030138 = -490460.292062
  nChanged 65
		SP:Iteration 23Q (8785.010000 sec): 3 clusters
  Score: Raw -494556.417773 + Penalty 4038.030138 = -490518.387636
  nChanged 63
		SP:Iteration 24Q (8785.020000 sec): 3 clusters
  Score: Raw -494628.369917 + Penalty 4038.030138 = -490590.339780
  nChanged 65
		SP:Iteration 25Q (8785.030000 sec): 3 clusters
  Score: Raw -494696.098692 + Penalty 4038.030138 = -490658.068555
  nChanged 62
		SP:Iteration 26Q (8785.050000 sec): 3 clusters
  Score: Raw -494756.338111 + Penalty 4038.030138 = -490718.307973
  nChanged 63
		SP:Iteration 27Q (8785.060000 sec): 3 clusters
  Score: Raw -494821.462962 + Penalty 4038.030138 = -490783.432824
  nChanged 65
		SP:Iteration 28Q (8785.070000 sec): 3 clusters
  Score: Raw -494879.844497 + Penalty 4038.030138 = -490841.814360
  nChanged 54
		SP:Iteration 29Q (8785.080000 sec): 3 clusters
  Score: Raw -494924.118050 + Penalty 4038.030138 = -490886.087912
  nChanged 54
		SP:Iteration 30Q (8785.090000 sec): 3 clusters
  Score: Raw -494964.804519 + Penalty 4038.030138 = -490926.774382
  nChanged 53
		SP:Iteration 31Q (8785.100000 sec): 3 clusters
  Score: Raw -495014.336704 + Penalty 4038.030138 = -490976.306567
  nChanged 67
		SP:Iteration 32Q (8785.110000 sec): 3 clusters
  Score: Raw -495088.494367 + Penalty 4038.030138 = -491050.464230
  nChanged 73
		SP:Iteration 33Q (8785.120000 sec): 3 clusters
  Score: Raw -495173.402346 + Penalty 4038.030138 = -491135.372209
  nChanged 66
		SP:Iteration 34Q (8785.130000 sec): 3 clusters
  Score: Raw -495247.203790 + Penalty 4038.030138 = -491209.173653
  nChanged 69
		SP:Iteration 35Q (8785.150000 sec): 3 clusters
  Score: Raw -495314.428868 + Penalty 4038.030138 = -491276.398731
  nChanged 54
		SP:Iteration 36Q (8785.150000 sec): 3 clusters
  Score: Raw -495360.090227 + Penalty 4038.030138 = -491322.060089
  nChanged 50
		SP:Iteration 37Q (8785.170000 sec): 3 clusters
  Score: Raw -495404.630290 + Penalty 4038.030138 = -491366.600152
  nChanged 37
		SP:Iteration 38Q (8785.170000 sec): 3 clusters
  Score: Raw -495430.527793 + Penalty 4038.030138 = -491392.497655
  nChanged 37
		SP:Iteration 39Q (8785.190000 sec): 3 clusters
  Score: Raw -495462.535915 + Penalty 4038.030138 = -491424.505777
  nChanged 33
		SP:Iteration 40F (8785.200000 sec): 3 clusters
  Score: Raw -495497.049708 + Penalty 4038.030138 = -491459.019570
  nChanged 39
		SP:Iteration 41Q (8785.210000 sec): 3 clusters
  Score: Raw -495524.742768 + Penalty 4038.030138 = -491486.712630
  nChanged 38
		SP:Iteration 42Q (8785.220000 sec): 3 clusters
  Score: Raw -495554.420866 + Penalty 4038.030138 = -491516.390728
  nChanged 33
		SP:Iteration 43Q (8785.230000 sec): 3 clusters
  Score: Raw -495576.148669 + Penalty 4038.030138 = -491538.118532
  nChanged 31
		SP:Iteration 44Q (8785.240000 sec): 3 clusters
  Score: Raw -495593.741651 + Penalty 4038.030138 = -491555.711514
  nChanged 29
		SP:Iteration 45Q (8785.250000 sec): 3 clusters
  Score: Raw -495610.548239 + Penalty 4038.030138 = -491572.518101
  nChanged 31
		SP:Iteration 46Q (8785.260000 sec): 3 clusters
  Score: Raw -495633.381065 + Penalty 4038.030138 = -491595.350928
  nChanged 39
		SP:Iteration 47Q (8785.270000 sec): 3 clusters
  Score: Raw -495661.770294 + Penalty 4038.030138 = -491623.740156
  nChanged 28
		SP:Iteration 48Q (8785.280000 sec): 3 clusters
  Score: Raw -495679.883610 + Penalty 4038.030138 = -491641.853472
  nChanged 21
		SP:Iteration 49Q (8785.290000 sec): 3 clusters
  Score: Raw -495689.617563 + Penalty 4038.030138 = -491651.587426
  nChanged 13
		SP:Iteration 50Q (8785.290000 sec): 3 clusters
  Score: Raw -495696.370054 + Penalty 4038.030138 = -491658.339916
  nChanged 12
		SP:Iteration 51Q (8785.310000 sec): 3 clusters
  Score: Raw -495701.216185 + Penalty 4038.030138 = -491663.186048
  nChanged 7
		SP:Iteration 52Q (8785.310000 sec): 3 clusters
  Score: Raw -495703.901322 + Penalty 4038.030138 = -491665.871185
  nChanged 3
		SP:Iteration 53Q (8785.330000 sec): 3 clusters
  Score: Raw -495704.769359 + Penalty 4038.030138 = -491666.739221
  nChanged 7
		SP:Iteration 54Q (8785.330000 sec): 3 clusters
  Score: Raw -495707.382615 + Penalty 4038.030138 = -491669.352477
  nChanged 3
		SP:Iteration 55Q (8785.340000 sec): 3 clusters
  Score: Raw -495708.757104 + Penalty 4038.030138 = -491670.726967
  nChanged 4
		SP:Iteration 56Q (8785.350000 sec): 3 clusters
  Score: Raw -495710.113213 + Penalty 4038.030138 = -491672.083076
  nChanged 2
		SP:Iteration 57Q (8785.360000 sec): 3 clusters
  Score: Raw -495711.068061 + Penalty 4038.030138 = -491673.037923
  nChanged 2
		SP:Iteration 58Q (8785.370000 sec): 3 clusters
  Score: Raw -495711.896488 + Penalty 4038.030138 = -491673.866350
  nChanged 2
		SP:Iteration 59Q (8785.380000 sec): 3 clusters
  Score: Raw -495712.595184 + Penalty 4038.030138 = -491674.565047
  nChanged 2
		SP:Iteration 60F (8785.390000 sec): 3 clusters
  Score: Raw -495713.767951 + Penalty 4038.030138 = -491675.737813
  nChanged 3
		SP:Iteration 61Q (8785.400000 sec): 3 clusters
  Score: Raw -495714.323988 + Penalty 4038.030138 = -491676.293850
  nChanged 3
		SP:Iteration 62Q (8785.410000 sec): 3 clusters
  Score: Raw -495715.759532 + Penalty 4038.030138 = -491677.729395
  nChanged 2
		SP:Iteration 63Q (8785.420000 sec): 3 clusters
  Score: Raw -495717.069447 + Penalty 4038.030138 = -491679.039310
  nChanged 1
		SP:Iteration 64Q (8785.430000 sec): 3 clusters
  Score: Raw -495717.600718 + Penalty 4038.030138 = -491679.570581
  nChanged 2
		SP:Iteration 65Q (8785.440000 sec): 3 clusters
  Score: Raw -495718.055380 + Penalty 4038.030138 = -491680.025242
  nChanged 3
		SP:Iteration 66Q (8785.450000 sec): 3 clusters
  Score: Raw -495719.581400 + Penalty 4038.030138 = -491681.551262
  nChanged 1
		SP:Iteration 67Q (8785.460000 sec): 3 clusters
  Score: Raw -495720.002440 + Penalty 4038.030138 = -491681.972303
  nChanged 4
		SP:Iteration 68Q (8785.470000 sec): 3 clusters
  Score: Raw -495722.597957 + Penalty 4038.030138 = -491684.567820
  nChanged 7
		SP:Iteration 69Q (8785.480000 sec): 3 clusters
  Score: Raw -495726.421646 + Penalty 4038.030138 = -491688.391508
  nChanged 7
		SP:Iteration 70Q (8785.490000 sec): 3 clusters
  Score: Raw -495729.260885 + Penalty 4038.030138 = -491691.230747
  nChanged 3
		SP:Iteration 71Q (8785.500000 sec): 3 clusters
  Score: Raw -495730.269484 + Penalty 4038.030138 = -491692.239346
  nChanged 2
		SP:Iteration 72Q (8785.510000 sec): 3 clusters
  Score: Raw -495730.660404 + Penalty 4038.030138 = -491692.630267
  nChanged 0
		SP:Iteration 73F (8785.520000 sec): 3 clusters
  Score: Raw -495730.660404 + Penalty 4038.030138 = -491692.630267
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8785.530000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8785.530000 sec): 3 clusters
  Score: Raw -126974.881610 + Penalty 3350.283633 = -123624.597976
  nChanged 197
		SP:Iteration 1F (8785.530000 sec): 3 clusters
  Score: Raw -127257.424839 + Penalty 3350.283633 = -123907.141206
  nChanged 52
		SP:Iteration 2F (8785.530000 sec): 3 clusters
  Score: Raw -127361.262007 + Penalty 3350.283633 = -124010.978374
  nChanged 28
		SP:Iteration 3Q (8785.540000 sec): 3 clusters
  Score: Raw -127402.191591 + Penalty 3350.283633 = -124051.907957
  nChanged 12
		SP:Iteration 4Q (8785.540000 sec): 3 clusters
  Score: Raw -127417.438287 + Penalty 3350.283633 = -124067.154653
  nChanged 9
		SP:Iteration 5Q (8785.550000 sec): 3 clusters
  Score: Raw -127432.737442 + Penalty 3350.283633 = -124082.453809
  nChanged 9
		SP:Iteration 6Q (8785.550000 sec): 3 clusters
  Score: Raw -127443.861294 + Penalty 3350.283633 = -124093.577660
  nChanged 6
		SP:Iteration 7Q (8785.550000 sec): 3 clusters
  Score: Raw -127450.636352 + Penalty 3350.283633 = -124100.352718
  nChanged 5
		SP:Iteration 8Q (8785.550000 sec): 3 clusters
  Score: Raw -127457.555555 + Penalty 3350.283633 = -124107.271921
  nChanged 4
		SP:Iteration 9Q (8785.550000 sec): 3 clusters
  Score: Raw -127461.791984 + Penalty 3350.283633 = -124111.508350
  nChanged 1
		SP:Iteration 10Q (8785.560000 sec): 3 clusters
  Score: Raw -127465.504321 + Penalty 3350.283633 = -124115.220688
  nChanged 1
		SP:Iteration 11Q (8785.560000 sec): 3 clusters
  Score: Raw -127467.010353 + Penalty 3350.283633 = -124116.726720
  nChanged 1
		SP:Iteration 12Q (8785.570000 sec): 3 clusters
  Score: Raw -127470.630910 + Penalty 3350.283633 = -124120.347277
  nChanged 3
		SP:Iteration 13Q (8785.570000 sec): 3 clusters
  Score: Raw -127472.991745 + Penalty 3350.283633 = -124122.708111
  nChanged 0
		SP:Iteration 14F (8785.570000 sec): 3 clusters
  Score: Raw -127472.991745 + Penalty 3350.283633 = -124122.708111
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8785.570000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8785.570000 sec): 3 clusters
  Score: Raw -33646.254566 + Penalty 2756.186719 = -30890.067847
  nChanged 29
		SP:Iteration 1F (8785.570000 sec): 3 clusters
  Score: Raw -33741.567217 + Penalty 2756.186719 = -30985.380498
  nChanged 6
		SP:Iteration 2Q (8785.570000 sec): 3 clusters
  Score: Raw -33767.979039 + Penalty 2756.186719 = -31011.792320
  nChanged 2
		SP:Iteration 3Q (8785.580000 sec): 3 clusters
  Score: Raw -33774.344479 + Penalty 2756.186719 = -31018.157760
  nChanged 2
		SP:Iteration 4Q (8785.580000 sec): 3 clusters
  Score: Raw -33776.935076 + Penalty 2756.186719 = -31020.748357
  nChanged 2
		SP:Iteration 5Q (8785.580000 sec): 3 clusters
  Score: Raw -33782.605085 + Penalty 2756.186719 = -31026.418366
  nChanged 4
		SP:Iteration 6Q (8785.580000 sec): 3 clusters
  Score: Raw -33799.841171 + Penalty 2756.186719 = -31043.654452
  nChanged 4
		SP:Iteration 7Q (8785.580000 sec): 3 clusters
  Score: Raw -33815.151545 + Penalty 2756.186719 = -31058.964827
  nChanged 4
		SP:Iteration 8Q (8785.580000 sec): 3 clusters
  Score: Raw -33852.165753 + Penalty 2756.186719 = -31095.979035
  nChanged 4
		SP:Iteration 9Q (8785.580000 sec): 3 clusters
  Score: Raw -33876.250973 + Penalty 2756.186719 = -31120.064255
  nChanged 2
		SP:Iteration 10Q (8785.580000 sec): 3 clusters
  Score: Raw -33885.805993 + Penalty 2756.186719 = -31129.619275
  nChanged 1
		SP:Iteration 11Q (8785.580000 sec): 3 clusters
  Score: Raw -33890.535885 + Penalty 2756.186719 = -31134.349167
  nChanged 1
		SP:Iteration 12Q (8785.590000 sec): 3 clusters
  Score: Raw -33896.272636 + Penalty 2756.186719 = -31140.085918
  nChanged 0
		SP:Iteration 13F (8785.590000 sec): 3 clusters
  Score: Raw -33896.272636 + Penalty 2756.186719 = -31140.085918
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8785.630000 sec): 2 clusters
  Score: Raw -2059139.694813 + Penalty 2363.951249 = -2056775.743564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8785.680000 sec): 3 clusters
  Score: Raw -2051309.200339 + Penalty 4727.902497 = -2046581.297841
  nChanged 5954
		SP:Iteration 1F (8785.730000 sec): 3 clusters
  Score: Raw -2054533.329156 + Penalty 4727.902497 = -2049805.426658
  nChanged 886
		SP:Iteration 2F (8785.780000 sec): 3 clusters
  Score: Raw -2054911.141550 + Penalty 4727.902497 = -2050183.239053
  nChanged 702
		SP:Iteration 3F (8785.830000 sec): 3 clusters
  Score: Raw -2055201.990665 + Penalty 4727.902497 = -2050474.088168
  nChanged 612
		SP:Iteration 4Q (8785.880000 sec): 3 clusters
  Score: Raw -2055477.292367 + Penalty 4727.902497 = -2050749.389869
  nChanged 576
		SP:Iteration 5Q (8785.930000 sec): 3 clusters
  Score: Raw -2055745.780321 + Penalty 4727.902497 = -2051017.877824
  nChanged 535
		SP:Iteration 6Q (8785.970000 sec): 3 clusters
  Score: Raw -2056021.621163 + Penalty 4727.902497 = -2051293.718666
  nChanged 544
		SP:Iteration 7Q (8786.020000 sec): 3 clusters
  Score: Raw -2056333.586387 + Penalty 4727.902497 = -2051605.683889
  nChanged 583
		SP:Iteration 8Q (8786.070000 sec): 3 clusters
  Score: Raw -2056720.057914 + Penalty 4727.902497 = -2051992.155416
  nChanged 626
		SP:Iteration 9Q (8786.120000 sec): 3 clusters
  Score: Raw -2057167.183606 + Penalty 4727.902497 = -2052439.281108
  nChanged 550
		SP:Iteration 10Q (8786.170000 sec): 3 clusters
  Score: Raw -2057560.533513 + Penalty 4727.902497 = -2052832.631016
  nChanged 516
		SP:Iteration 11Q (8786.210000 sec): 3 clusters
  Score: Raw -2057895.982265 + Penalty 4727.902497 = -2053168.079768
  nChanged 412
		SP:Iteration 12Q (8786.260000 sec): 3 clusters
  Score: Raw -2058171.197006 + Penalty 4727.902497 = -2053443.294508
  nChanged 357
		SP:Iteration 13Q (8786.310000 sec): 3 clusters
  Score: Raw -2058416.374344 + Penalty 4727.902497 = -2053688.471847
  nChanged 293
		SP:Iteration 14Q (8786.350000 sec): 3 clusters
  Score: Raw -2058589.920833 + Penalty 4727.902497 = -2053862.018336
  nChanged 241
		SP:Iteration 15Q (8786.390000 sec): 3 clusters
  Score: Raw -2058730.472864 + Penalty 4727.902497 = -2054002.570366
  nChanged 190
		SP:Iteration 16Q (8786.430000 sec): 3 clusters
  Score: Raw -2058833.070055 + Penalty 4727.902497 = -2054105.167557
  nChanged 158
		SP:Iteration 17Q (8786.480000 sec): 3 clusters
  Score: Raw -2058914.072183 + Penalty 4727.902497 = -2054186.169686
  nChanged 143
		SP:Iteration 18Q (8786.520000 sec): 3 clusters
  Score: Raw -2058981.218198 + Penalty 4727.902497 = -2054253.315701
  nChanged 113
		SP:Iteration 19Q (8786.560000 sec): 3 clusters
  Score: Raw -2059026.190950 + Penalty 4727.902497 = -2054298.288452
  nChanged 91
		SP:Iteration 20F (8786.610000 sec): 3 clusters
  Score: Raw -2059068.544105 + Penalty 4727.902497 = -2054340.641608
  nChanged 96
		SP:Iteration 21Q (8786.650000 sec): 3 clusters
  Score: Raw -2059114.253489 + Penalty 4727.902497 = -2054386.350992
  nChanged 90
		SP:Iteration 22Q (8786.690000 sec): 3 clusters
  Score: Raw -2059158.498326 + Penalty 4727.902497 = -2054430.595828
  nChanged 75
		SP:Iteration 23Q (8786.730000 sec): 3 clusters
  Score: Raw -2059191.960090 + Penalty 4727.902497 = -2054464.057593
  nChanged 73
		SP:Iteration 24Q (8786.770000 sec): 3 clusters
  Score: Raw -2059224.413768 + Penalty 4727.902497 = -2054496.511271
  nChanged 65
		SP:Iteration 25Q (8786.800000 sec): 3 clusters
  Score: Raw -2059255.134376 + Penalty 4727.902497 = -2054527.231879
  nChanged 67
		SP:Iteration 26Q (8786.840000 sec): 3 clusters
  Score: Raw -2059285.129306 + Penalty 4727.902497 = -2054557.226808
  nChanged 56
		SP:Iteration 27Q (8786.880000 sec): 3 clusters
  Score: Raw -2059310.964145 + Penalty 4727.902497 = -2054583.061648
  nChanged 55
		SP:Iteration 28Q (8786.920000 sec): 3 clusters
  Score: Raw -2059335.960878 + Penalty 4727.902497 = -2054608.058380
  nChanged 45
		SP:Iteration 29Q (8786.960000 sec): 3 clusters
  Score: Raw -2059360.284310 + Penalty 4727.902497 = -2054632.381812
  nChanged 33
		SP:Iteration 30Q (8787.000000 sec): 3 clusters
  Score: Raw -2059378.530157 + Penalty 4727.902497 = -2054650.627659
  nChanged 37
		SP:Iteration 31Q (8787.030000 sec): 3 clusters
  Score: Raw -2059397.935423 + Penalty 4727.902497 = -2054670.032925
  nChanged 29
		SP:Iteration 32Q (8787.070000 sec): 3 clusters
  Score: Raw -2059411.796450 + Penalty 4727.902497 = -2054683.893953
  nChanged 23
		SP:Iteration 33Q (8787.110000 sec): 3 clusters
  Score: Raw -2059421.791758 + Penalty 4727.902497 = -2054693.889261
  nChanged 20
		SP:Iteration 34Q (8787.150000 sec): 3 clusters
  Score: Raw -2059430.929208 + Penalty 4727.902497 = -2054703.026710
  nChanged 21
		SP:Iteration 35Q (8787.190000 sec): 3 clusters
  Score: Raw -2059440.387634 + Penalty 4727.902497 = -2054712.485136
  nChanged 23
		SP:Iteration 36Q (8787.220000 sec): 3 clusters
  Score: Raw -2059453.827247 + Penalty 4727.902497 = -2054725.924749
  nChanged 30
		SP:Iteration 37Q (8787.260000 sec): 3 clusters
  Score: Raw -2059468.095807 + Penalty 4727.902497 = -2054740.193310
  nChanged 25
		SP:Iteration 38Q (8787.300000 sec): 3 clusters
  Score: Raw -2059480.015710 + Penalty 4727.902497 = -2054752.113213
  nChanged 22
		SP:Iteration 39Q (8787.330000 sec): 3 clusters
  Score: Raw -2059491.593613 + Penalty 4727.902497 = -2054763.691116
  nChanged 20
		SP:Iteration 40F (8787.380000 sec): 3 clusters
  Score: Raw -2059499.079512 + Penalty 4727.902497 = -2054771.177015
  nChanged 6
		SP:Iteration 41Q (8787.420000 sec): 3 clusters
  Score: Raw -2059501.823225 + Penalty 4727.902497 = -2054773.920727
  nChanged 7
		SP:Iteration 42Q (8787.450000 sec): 3 clusters
  Score: Raw -2059505.367639 + Penalty 4727.902497 = -2054777.465142
  nChanged 6
		SP:Iteration 43Q (8787.490000 sec): 3 clusters
  Score: Raw -2059507.329453 + Penalty 4727.902497 = -2054779.426956
  nChanged 3
		SP:Iteration 44Q (8787.530000 sec): 3 clusters
  Score: Raw -2059508.951512 + Penalty 4727.902497 = -2054781.049014
  nChanged 3
		SP:Iteration 45Q (8787.570000 sec): 3 clusters
  Score: Raw -2059510.053058 + Penalty 4727.902497 = -2054782.150561
  nChanged 1
		SP:Iteration 46Q (8787.610000 sec): 3 clusters
  Score: Raw -2059510.404495 + Penalty 4727.902497 = -2054782.501998
  nChanged 2
		SP:Iteration 47Q (8787.640000 sec): 3 clusters
  Score: Raw -2059511.763002 + Penalty 4727.902497 = -2054783.860505
  nChanged 7
		SP:Iteration 48Q (8787.680000 sec): 3 clusters
  Score: Raw -2059514.279419 + Penalty 4727.902497 = -2054786.376921
  nChanged 9
		SP:Iteration 49Q (8787.720000 sec): 3 clusters
  Score: Raw -2059518.279651 + Penalty 4727.902497 = -2054790.377154
  nChanged 6
		SP:Iteration 50Q (8787.760000 sec): 3 clusters
  Score: Raw -2059520.096848 + Penalty 4727.902497 = -2054792.194351
  nChanged 4
		SP:Iteration 51Q (8787.790000 sec): 3 clusters
  Score: Raw -2059521.824885 + Penalty 4727.902497 = -2054793.922388
  nChanged 3
		SP:Iteration 52Q (8787.830000 sec): 3 clusters
  Score: Raw -2059523.365087 + Penalty 4727.902497 = -2054795.462590
  nChanged 0
		SP:Iteration 53F (8787.880000 sec): 3 clusters
  Score: Raw -2059523.365087 + Penalty 4727.902497 = -2054795.462590
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8788.110000 sec): 2 clusters
  Score: Raw -10201756.024203 + Penalty 2765.905493 = -10198990.118710
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8788.370000 sec): 3 clusters
  Score: Raw -10157738.212453 + Penalty 5531.810985 = -10152206.401468
  nChanged 32596
		SP:Iteration 1F (8788.630000 sec): 3 clusters
  Score: Raw -10176482.837969 + Penalty 5531.810985 = -10170951.026984
  nChanged 3370
		SP:Iteration 2Q (8788.890000 sec): 3 clusters
  Score: Raw -10177850.920492 + Penalty 5531.810985 = -10172319.109507
  nChanged 4080
		SP:Iteration 3F (8789.150000 sec): 3 clusters
  Score: Raw -10179960.765781 + Penalty 5531.810985 = -10174428.954796
  nChanged 4949
		SP:Iteration 4F (8789.410000 sec): 3 clusters
  Score: Raw -10183168.423150 + Penalty 5531.810985 = -10177636.612165
  nChanged 5485
		SP:Iteration 5F (8789.660000 sec): 3 clusters
  Score: Raw -10187374.374758 + Penalty 5531.810985 = -10181842.563773
  nChanged 5310
		SP:Iteration 6F (8789.920000 sec): 3 clusters
  Score: Raw -10191789.336070 + Penalty 5531.810985 = -10186257.525085
  nChanged 4501
		SP:Iteration 7F (8790.180000 sec): 3 clusters
  Score: Raw -10195859.788704 + Penalty 5531.810985 = -10190327.977719
  nChanged 3252
		SP:Iteration 8Q (8790.440000 sec): 3 clusters
  Score: Raw -10198808.637953 + Penalty 5531.810985 = -10193276.826968
  nChanged 1947
		SP:Iteration 9Q (8790.680000 sec): 3 clusters
  Score: Raw -10200535.366965 + Penalty 5531.810985 = -10195003.555980
  nChanged 973
		SP:Iteration 10Q (8790.920000 sec): 3 clusters
  Score: Raw -10201338.905283 + Penalty 5531.810985 = -10195807.094298
  nChanged 424
		SP:Iteration 11Q (8791.130000 sec): 3 clusters
  Score: Raw -10201675.445880 + Penalty 5531.810985 = -10196143.634895
  nChanged 204
		SP:Iteration 12Q (8791.330000 sec): 3 clusters
  Score: Raw -10201855.740596 + Penalty 5531.810985 = -10196323.929611
  nChanged 126
		SP:Iteration 13Q (8791.520000 sec): 3 clusters
  Score: Raw -10201962.738946 + Penalty 5531.810985 = -10196430.927961
  nChanged 63
		SP:Iteration 14Q (8791.710000 sec): 3 clusters
  Score: Raw -10202021.956496 + Penalty 5531.810985 = -10196490.145511
  nChanged 43
		SP:Iteration 15Q (8791.900000 sec): 3 clusters
  Score: Raw -10202065.158021 + Penalty 5531.810985 = -10196533.347036
  nChanged 36
		SP:Iteration 16Q (8792.090000 sec): 3 clusters
  Score: Raw -10202101.349739 + Penalty 5531.810985 = -10196569.538754
  nChanged 19
		SP:Iteration 17Q (8792.270000 sec): 3 clusters
  Score: Raw -10202118.397824 + Penalty 5531.810985 = -10196586.586839
  nChanged 11
		SP:Iteration 18Q (8792.460000 sec): 3 clusters
  Score: Raw -10202126.911164 + Penalty 5531.810985 = -10196595.100179
  nChanged 6
		SP:Iteration 19Q (8792.640000 sec): 3 clusters
  Score: Raw -10202133.042201 + Penalty 5531.810985 = -10196601.231216
  nChanged 5
		SP:Iteration 20F (8792.900000 sec): 3 clusters
  Score: Raw -10202137.807120 + Penalty 5531.810985 = -10196605.996135
  nChanged 7
		SP:Iteration 21Q (8793.080000 sec): 3 clusters
  Score: Raw -10202145.049047 + Penalty 5531.810985 = -10196613.238062
  nChanged 8
		SP:Iteration 22Q (8793.260000 sec): 3 clusters
  Score: Raw -10202151.545614 + Penalty 5531.810985 = -10196619.734629
  nChanged 4
		SP:Iteration 23Q (8793.450000 sec): 3 clusters
  Score: Raw -10202156.473148 + Penalty 5531.810985 = -10196624.662163
  nChanged 6
		SP:Iteration 24Q (8793.640000 sec): 3 clusters
  Score: Raw -10202163.395938 + Penalty 5531.810985 = -10196631.584953
  nChanged 8
		SP:Iteration 25Q (8793.820000 sec): 3 clusters
  Score: Raw -10202175.464932 + Penalty 5531.810985 = -10196643.653947
  nChanged 5
		SP:Iteration 26Q (8794.010000 sec): 3 clusters
  Score: Raw -10202178.417185 + Penalty 5531.810985 = -10196646.606200
  nChanged 5
		SP:Iteration 27Q (8794.190000 sec): 3 clusters
  Score: Raw -10202181.901259 + Penalty 5531.810985 = -10196650.090274
  nChanged 3
		SP:Iteration 28Q (8794.370000 sec): 3 clusters
  Score: Raw -10202183.652035 + Penalty 5531.810985 = -10196651.841050
  nChanged 4
		SP:Iteration 29Q (8794.560000 sec): 3 clusters
  Score: Raw -10202188.759269 + Penalty 5531.810985 = -10196656.948284
  nChanged 1
		SP:Iteration 30Q (8794.740000 sec): 3 clusters
  Score: Raw -10202190.686743 + Penalty 5531.810985 = -10196658.875758
  nChanged 2
		SP:Iteration 31Q (8794.920000 sec): 3 clusters
  Score: Raw -10202193.132178 + Penalty 5531.810985 = -10196661.321193
  nChanged 2
		SP:Iteration 32Q (8795.100000 sec): 3 clusters
  Score: Raw -10202195.471168 + Penalty 5531.810985 = -10196663.660183
  nChanged 1
		SP:Iteration 33Q (8795.290000 sec): 3 clusters
  Score: Raw -10202196.437965 + Penalty 5531.810985 = -10196664.626980
  nChanged 0
		SP:Iteration 34F (8795.540000 sec): 3 clusters
  Score: Raw -10202196.437965 + Penalty 5531.810985 = -10196664.626980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8795.580000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8795.590000 sec): 3 clusters
  Score: Raw -385254.617341 + Penalty 3923.652944 = -381330.964397
  nChanged 926
		SP:Iteration 1F (8795.600000 sec): 3 clusters
  Score: Raw -385876.985708 + Penalty 3923.652944 = -381953.332764
  nChanged 216
		SP:Iteration 2F (8795.600000 sec): 3 clusters
  Score: Raw -386034.419999 + Penalty 3923.652944 = -382110.767055
  nChanged 122
		SP:Iteration 3Q (8795.620000 sec): 3 clusters
  Score: Raw -386110.615252 + Penalty 3923.652944 = -382186.962308
  nChanged 72
		SP:Iteration 4Q (8795.620000 sec): 3 clusters
  Score: Raw -386154.482822 + Penalty 3923.652944 = -382230.829878
  nChanged 55
		SP:Iteration 5Q (8795.630000 sec): 3 clusters
  Score: Raw -386187.274875 + Penalty 3923.652944 = -382263.621931
  nChanged 48
		SP:Iteration 6Q (8795.640000 sec): 3 clusters
  Score: Raw -386213.693904 + Penalty 3923.652944 = -382290.040960
  nChanged 31
		SP:Iteration 7Q (8795.650000 sec): 3 clusters
  Score: Raw -386231.746700 + Penalty 3923.652944 = -382308.093756
  nChanged 25
		SP:Iteration 8Q (8795.660000 sec): 3 clusters
  Score: Raw -386245.506926 + Penalty 3923.652944 = -382321.853982
  nChanged 24
		SP:Iteration 9Q (8795.670000 sec): 3 clusters
  Score: Raw -386257.070471 + Penalty 3923.652944 = -382333.417527
  nChanged 22
		SP:Iteration 10Q (8795.680000 sec): 3 clusters
  Score: Raw -386266.087437 + Penalty 3923.652944 = -382342.434493
  nChanged 20
		SP:Iteration 11Q (8795.690000 sec): 3 clusters
  Score: Raw -386275.875997 + Penalty 3923.652944 = -382352.223054
  nChanged 14
		SP:Iteration 12Q (8795.700000 sec): 3 clusters
  Score: Raw -386283.542043 + Penalty 3923.652944 = -382359.889099
  nChanged 12
		SP:Iteration 13Q (8795.710000 sec): 3 clusters
  Score: Raw -386288.510707 + Penalty 3923.652944 = -382364.857763
  nChanged 7
		SP:Iteration 14Q (8795.720000 sec): 3 clusters
  Score: Raw -386291.970481 + Penalty 3923.652944 = -382368.317537
  nChanged 8
		SP:Iteration 15Q (8795.730000 sec): 3 clusters
  Score: Raw -386295.191934 + Penalty 3923.652944 = -382371.538990
  nChanged 4
		SP:Iteration 16Q (8795.740000 sec): 3 clusters
  Score: Raw -386296.697707 + Penalty 3923.652944 = -382373.044763
  nChanged 5
		SP:Iteration 17Q (8795.740000 sec): 3 clusters
  Score: Raw -386299.661522 + Penalty 3923.652944 = -382376.008578
  nChanged 5
		SP:Iteration 18Q (8795.760000 sec): 3 clusters
  Score: Raw -386302.008586 + Penalty 3923.652944 = -382378.355642
  nChanged 3
		SP:Iteration 19Q (8795.760000 sec): 3 clusters
  Score: Raw -386302.608831 + Penalty 3923.652944 = -382378.955887
  nChanged 2
		SP:Iteration 20F (8795.770000 sec): 3 clusters
  Score: Raw -386303.469331 + Penalty 3923.652944 = -382379.816387
  nChanged 2
		SP:Iteration 21Q (8795.780000 sec): 3 clusters
  Score: Raw -386303.895071 + Penalty 3923.652944 = -382380.242128
  nChanged 1
		SP:Iteration 22Q (8795.790000 sec): 3 clusters
  Score: Raw -386304.159741 + Penalty 3923.652944 = -382380.506798
  nChanged 1
		SP:Iteration 23Q (8795.800000 sec): 3 clusters
  Score: Raw -386304.647081 + Penalty 3923.652944 = -382380.994137
  nChanged 2
		SP:Iteration 24Q (8795.810000 sec): 3 clusters
  Score: Raw -386306.135087 + Penalty 3923.652944 = -382382.482143
  nChanged 5
		SP:Iteration 25Q (8795.820000 sec): 3 clusters
  Score: Raw -386307.697533 + Penalty 3923.652944 = -382384.044589
  nChanged 4
		SP:Iteration 26Q (8795.830000 sec): 3 clusters
  Score: Raw -386308.857542 + Penalty 3923.652944 = -382385.204598
  nChanged 3
		SP:Iteration 27Q (8795.840000 sec): 3 clusters
  Score: Raw -386309.600698 + Penalty 3923.652944 = -382385.947755
  nChanged 1
		SP:Iteration 28Q (8795.850000 sec): 3 clusters
  Score: Raw -386309.914883 + Penalty 3923.652944 = -382386.261939
  nChanged 2
		SP:Iteration 29Q (8795.860000 sec): 3 clusters
  Score: Raw -386310.303185 + Penalty 3923.652944 = -382386.650241
  nChanged 1
		SP:Iteration 30Q (8795.870000 sec): 3 clusters
  Score: Raw -386310.427383 + Penalty 3923.652944 = -382386.774439
  nChanged 1
		SP:Iteration 31Q (8795.880000 sec): 3 clusters
  Score: Raw -386310.753870 + Penalty 3923.652944 = -382387.100927
  nChanged 2
		SP:Iteration 32Q (8795.880000 sec): 3 clusters
  Score: Raw -386311.313692 + Penalty 3923.652944 = -382387.660748
  nChanged 3
		SP:Iteration 33Q (8795.900000 sec): 3 clusters
  Score: Raw -386312.562042 + Penalty 3923.652944 = -382388.909099
  nChanged 2
		SP:Iteration 34Q (8795.900000 sec): 3 clusters
  Score: Raw -386313.948985 + Penalty 3923.652944 = -382390.296041
  nChanged 1
		SP:Iteration 35Q (8795.920000 sec): 3 clusters
  Score: Raw -386314.207139 + Penalty 3923.652944 = -382390.554195
  nChanged 1
		SP:Iteration 36Q (8795.920000 sec): 3 clusters
  Score: Raw -386314.528027 + Penalty 3923.652944 = -382390.875084
  nChanged 1
		SP:Iteration 37Q (8795.930000 sec): 3 clusters
  Score: Raw -386314.637164 + Penalty 3923.652944 = -382390.984221
  nChanged 0
		SP:Iteration 38F (8795.940000 sec): 3 clusters
  Score: Raw -386314.637164 + Penalty 3923.652944 = -382390.984221
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8795.950000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8795.950000 sec): 3 clusters
  Score: Raw -168867.316931 + Penalty 3494.272938 = -165373.043993
  nChanged 302
		SP:Iteration 1F (8795.960000 sec): 3 clusters
  Score: Raw -169139.873561 + Penalty 3494.272938 = -165645.600623
  nChanged 72
		SP:Iteration 2F (8795.960000 sec): 3 clusters
  Score: Raw -169218.171854 + Penalty 3494.272938 = -165723.898916
  nChanged 30
		SP:Iteration 3Q (8795.960000 sec): 3 clusters
  Score: Raw -169251.287913 + Penalty 3494.272938 = -165757.014975
  nChanged 21
		SP:Iteration 4Q (8795.970000 sec): 3 clusters
  Score: Raw -169275.307265 + Penalty 3494.272938 = -165781.034327
  nChanged 14
		SP:Iteration 5Q (8795.970000 sec): 3 clusters
  Score: Raw -169288.309109 + Penalty 3494.272938 = -165794.036171
  nChanged 10
		SP:Iteration 6Q (8795.980000 sec): 3 clusters
  Score: Raw -169299.287511 + Penalty 3494.272938 = -165805.014573
  nChanged 7
		SP:Iteration 7Q (8795.980000 sec): 3 clusters
  Score: Raw -169305.054600 + Penalty 3494.272938 = -165810.781662
  nChanged 3
		SP:Iteration 8Q (8795.980000 sec): 3 clusters
  Score: Raw -169306.151767 + Penalty 3494.272938 = -165811.878829
  nChanged 3
		SP:Iteration 9Q (8795.990000 sec): 3 clusters
  Score: Raw -169309.085449 + Penalty 3494.272938 = -165814.812510
  nChanged 4
		SP:Iteration 10Q (8795.990000 sec): 3 clusters
  Score: Raw -169312.938422 + Penalty 3494.272938 = -165818.665484
  nChanged 4
		SP:Iteration 11Q (8796.000000 sec): 3 clusters
  Score: Raw -169317.103309 + Penalty 3494.272938 = -165822.830371
  nChanged 3
		SP:Iteration 12Q (8796.000000 sec): 3 clusters
  Score: Raw -169319.789874 + Penalty 3494.272938 = -165825.516936
  nChanged 4
		SP:Iteration 13Q (8796.000000 sec): 3 clusters
  Score: Raw -169323.573023 + Penalty 3494.272938 = -165829.300085
  nChanged 4
		SP:Iteration 14Q (8796.010000 sec): 3 clusters
  Score: Raw -169328.358306 + Penalty 3494.272938 = -165834.085368
  nChanged 6
		SP:Iteration 15Q (8796.010000 sec): 3 clusters
  Score: Raw -169334.898745 + Penalty 3494.272938 = -165840.625807
  nChanged 7
		SP:Iteration 16Q (8796.020000 sec): 3 clusters
  Score: Raw -169341.378820 + Penalty 3494.272938 = -165847.105882
  nChanged 2
		SP:Iteration 17Q (8796.020000 sec): 3 clusters
  Score: Raw -169344.272707 + Penalty 3494.272938 = -165849.999769
  nChanged 6
		SP:Iteration 18Q (8796.020000 sec): 3 clusters
  Score: Raw -169350.271734 + Penalty 3494.272938 = -165855.998795
  nChanged 4
		SP:Iteration 19Q (8796.030000 sec): 3 clusters
  Score: Raw -169354.957013 + Penalty 3494.272938 = -165860.684075
  nChanged 3
		SP:Iteration 20F (8796.030000 sec): 3 clusters
  Score: Raw -169359.253638 + Penalty 3494.272938 = -165864.980700
  nChanged 2
		SP:Iteration 21Q (8796.040000 sec): 3 clusters
  Score: Raw -169360.931221 + Penalty 3494.272938 = -165866.658283
  nChanged 3
		SP:Iteration 22Q (8796.040000 sec): 3 clusters
  Score: Raw -169367.023728 + Penalty 3494.272938 = -165872.750790
  nChanged 4
		SP:Iteration 23Q (8796.040000 sec): 3 clusters
  Score: Raw -169372.161867 + Penalty 3494.272938 = -165877.888929
  nChanged 2
		SP:Iteration 24Q (8796.050000 sec): 3 clusters
  Score: Raw -169374.715266 + Penalty 3494.272938 = -165880.442328
  nChanged 1
		SP:Iteration 25Q (8796.050000 sec): 3 clusters
  Score: Raw -169375.207863 + Penalty 3494.272938 = -165880.934925
  nChanged 2
		SP:Iteration 26Q (8796.050000 sec): 3 clusters
  Score: Raw -169378.278404 + Penalty 3494.272938 = -165884.005466
  nChanged 1
		SP:Iteration 27Q (8796.060000 sec): 3 clusters
  Score: Raw -169381.731275 + Penalty 3494.272938 = -165887.458337
  nChanged 6
		SP:Iteration 28Q (8796.060000 sec): 3 clusters
  Score: Raw -169391.372612 + Penalty 3494.272938 = -165897.099674
  nChanged 8
		SP:Iteration 29Q (8796.060000 sec): 3 clusters
  Score: Raw -169401.295888 + Penalty 3494.272938 = -165907.022950
  nChanged 5
		SP:Iteration 30Q (8796.070000 sec): 3 clusters
  Score: Raw -169407.252119 + Penalty 3494.272938 = -165912.979181
  nChanged 3
		SP:Iteration 31Q (8796.070000 sec): 3 clusters
  Score: Raw -169410.978163 + Penalty 3494.272938 = -165916.705225
  nChanged 1
		SP:Iteration 32Q (8796.080000 sec): 3 clusters
  Score: Raw -169412.256325 + Penalty 3494.272938 = -165917.983387
  nChanged 1
		SP:Iteration 33Q (8796.080000 sec): 3 clusters
  Score: Raw -169412.923052 + Penalty 3494.272938 = -165918.650114
  nChanged 1
		SP:Iteration 34Q (8796.080000 sec): 3 clusters
  Score: Raw -169413.499256 + Penalty 3494.272938 = -165919.226318
  nChanged 2
		SP:Iteration 35Q (8796.090000 sec): 3 clusters
  Score: Raw -169414.570655 + Penalty 3494.272938 = -165920.297717
  nChanged 0
		SP:Iteration 36F (8796.090000 sec): 3 clusters
  Score: Raw -169414.570655 + Penalty 3494.272938 = -165920.297717
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8796.100000 sec): 2 clusters
  Score: Raw -257203.131277 + Penalty 1864.614590 = -255338.516687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8796.110000 sec): 3 clusters
  Score: Raw -256611.474326 + Penalty 3729.229180 = -252882.245146
  nChanged 579
		SP:Iteration 1F (8796.110000 sec): 3 clusters
  Score: Raw -257367.294476 + Penalty 3729.229180 = -253638.065296
  nChanged 204
		SP:Iteration 2F (8796.120000 sec): 3 clusters
  Score: Raw -257834.325330 + Penalty 3729.229180 = -254105.096151
  nChanged 169
		SP:Iteration 3F (8796.120000 sec): 3 clusters
  Score: Raw -258119.612108 + Penalty 3729.229180 = -254390.382928
  nChanged 112
		SP:Iteration 4F (8796.130000 sec): 3 clusters
  Score: Raw -258368.136381 + Penalty 3729.229180 = -254638.907201
  nChanged 100
		SP:Iteration 5F (8796.140000 sec): 3 clusters
  Score: Raw -258588.408398 + Penalty 3729.229180 = -254859.179219
  nChanged 59
		SP:Iteration 6Q (8796.140000 sec): 3 clusters
  Score: Raw -258705.536108 + Penalty 3729.229180 = -254976.306928
  nChanged 42
		SP:Iteration 7Q (8796.150000 sec): 3 clusters
  Score: Raw -258784.601748 + Penalty 3729.229180 = -255055.372568
  nChanged 22
		SP:Iteration 8Q (8796.160000 sec): 3 clusters
  Score: Raw -258814.816649 + Penalty 3729.229180 = -255085.587469
  nChanged 10
		SP:Iteration 9Q (8796.160000 sec): 3 clusters
  Score: Raw -258826.729664 + Penalty 3729.229180 = -255097.500485
  nChanged 7
		SP:Iteration 10Q (8796.170000 sec): 3 clusters
  Score: Raw -258831.919522 + Penalty 3729.229180 = -255102.690342
  nChanged 3
		SP:Iteration 11Q (8796.170000 sec): 3 clusters
  Score: Raw -258834.903162 + Penalty 3729.229180 = -255105.673982
  nChanged 0
		SP:Iteration 12F (8796.180000 sec): 3 clusters
  Score: Raw -258834.903162 + Penalty 3729.229180 = -255105.673982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10860 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8796.220000 sec): 2 clusters
  Score: Raw -1659453.063701 + Penalty 2304.624715 = -1657148.438986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8796.250000 sec): 3 clusters
  Score: Raw -1653460.682295 + Penalty 4609.249430 = -1648851.432865
  nChanged 4541
		SP:Iteration 1F (8796.290000 sec): 3 clusters
  Score: Raw -1655827.379096 + Penalty 4609.249430 = -1651218.129666
  nChanged 673
		SP:Iteration 2F (8796.330000 sec): 3 clusters
  Score: Raw -1656111.847427 + Penalty 4609.249430 = -1651502.597997
  nChanged 520
		SP:Iteration 3Q (8796.360000 sec): 3 clusters
  Score: Raw -1656309.260208 + Penalty 4609.249430 = -1651700.010778
  nChanged 397
		SP:Iteration 4Q (8796.400000 sec): 3 clusters
  Score: Raw -1656441.578569 + Penalty 4609.249430 = -1651832.329139
  nChanged 323
		SP:Iteration 5Q (8796.440000 sec): 3 clusters
  Score: Raw -1656556.521437 + Penalty 4609.249430 = -1651947.272007
  nChanged 304
		SP:Iteration 6Q (8796.480000 sec): 3 clusters
  Score: Raw -1656674.777762 + Penalty 4609.249430 = -1652065.528332
  nChanged 334
		SP:Iteration 7Q (8796.510000 sec): 3 clusters
  Score: Raw -1656815.123124 + Penalty 4609.249430 = -1652205.873693
  nChanged 362
		SP:Iteration 8Q (8796.550000 sec): 3 clusters
  Score: Raw -1656976.001582 + Penalty 4609.249430 = -1652366.752151
  nChanged 402
		SP:Iteration 9Q (8796.590000 sec): 3 clusters
  Score: Raw -1657169.728975 + Penalty 4609.249430 = -1652560.479545
  nChanged 422
		SP:Iteration 10Q (8796.630000 sec): 3 clusters
  Score: Raw -1657390.392629 + Penalty 4609.249430 = -1652781.143199
  nChanged 478
		SP:Iteration 11Q (8796.660000 sec): 3 clusters
  Score: Raw -1657694.118152 + Penalty 4609.249430 = -1653084.868722
  nChanged 512
		SP:Iteration 12Q (8796.700000 sec): 3 clusters
  Score: Raw -1658057.694885 + Penalty 4609.249430 = -1653448.445455
  nChanged 483
		SP:Iteration 13Q (8796.740000 sec): 3 clusters
  Score: Raw -1658433.988041 + Penalty 4609.249430 = -1653824.738610
  nChanged 455
		SP:Iteration 14Q (8796.780000 sec): 3 clusters
  Score: Raw -1658825.055687 + Penalty 4609.249430 = -1654215.806257
  nChanged 347
		SP:Iteration 15Q (8796.810000 sec): 3 clusters
  Score: Raw -1659114.521076 + Penalty 4609.249430 = -1654505.271646
  nChanged 250
		SP:Iteration 16Q (8796.840000 sec): 3 clusters
  Score: Raw -1659334.734387 + Penalty 4609.249430 = -1654725.484956
  nChanged 147
		SP:Iteration 17Q (8796.880000 sec): 3 clusters
  Score: Raw -1659476.663842 + Penalty 4609.249430 = -1654867.414412
  nChanged 102
		SP:Iteration 18Q (8796.910000 sec): 3 clusters
  Score: Raw -1659583.365267 + Penalty 4609.249430 = -1654974.115837
  nChanged 58
		SP:Iteration 19Q (8796.940000 sec): 3 clusters
  Score: Raw -1659647.632874 + Penalty 4609.249430 = -1655038.383444
  nChanged 37
		SP:Iteration 20F (8796.980000 sec): 3 clusters
  Score: Raw -1659678.604075 + Penalty 4609.249430 = -1655069.354645
  nChanged 24
		SP:Iteration 21Q (8797.010000 sec): 3 clusters
  Score: Raw -1659707.708300 + Penalty 4609.249430 = -1655098.458869
  nChanged 24
		SP:Iteration 22Q (8797.040000 sec): 3 clusters
  Score: Raw -1659741.554894 + Penalty 4609.249430 = -1655132.305463
  nChanged 19
		SP:Iteration 23Q (8797.070000 sec): 3 clusters
  Score: Raw -1659764.402199 + Penalty 4609.249430 = -1655155.152769
  nChanged 9
		SP:Iteration 24Q (8797.100000 sec): 3 clusters
  Score: Raw -1659775.054851 + Penalty 4609.249430 = -1655165.805420
  nChanged 9
		SP:Iteration 25Q (8797.120000 sec): 3 clusters
  Score: Raw -1659785.345635 + Penalty 4609.249430 = -1655176.096204
  nChanged 7
		SP:Iteration 26Q (8797.150000 sec): 3 clusters
  Score: Raw -1659791.789409 + Penalty 4609.249430 = -1655182.539979
  nChanged 3
		SP:Iteration 27Q (8797.180000 sec): 3 clusters
  Score: Raw -1659795.241990 + Penalty 4609.249430 = -1655185.992560
  nChanged 3
		SP:Iteration 28Q (8797.210000 sec): 3 clusters
  Score: Raw -1659797.985138 + Penalty 4609.249430 = -1655188.735707
  nChanged 3
		SP:Iteration 29Q (8797.240000 sec): 3 clusters
  Score: Raw -1659800.866443 + Penalty 4609.249430 = -1655191.617013
  nChanged 1
		SP:Iteration 30Q (8797.260000 sec): 3 clusters
  Score: Raw -1659801.977626 + Penalty 4609.249430 = -1655192.728196
  nChanged 2
		SP:Iteration 31Q (8797.290000 sec): 3 clusters
  Score: Raw -1659805.007938 + Penalty 4609.249430 = -1655195.758508
  nChanged 3
		SP:Iteration 32Q (8797.320000 sec): 3 clusters
  Score: Raw -1659807.325918 + Penalty 4609.249430 = -1655198.076488
  nChanged 0
		SP:Iteration 33F (8797.360000 sec): 3 clusters
  Score: Raw -1659807.325918 + Penalty 4609.249430 = -1655198.076488
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8797.400000 sec): 2 clusters
  Score: Raw -1984877.391907 + Penalty 2369.515328 = -1982507.876579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8797.450000 sec): 3 clusters
  Score: Raw -1976946.222862 + Penalty 4739.030657 = -1972207.192206
  nChanged 6052
		SP:Iteration 1F (8797.500000 sec): 3 clusters
  Score: Raw -1980292.791211 + Penalty 4739.030657 = -1975553.760555
  nChanged 875
		SP:Iteration 2F (8797.550000 sec): 3 clusters
  Score: Raw -1980708.541175 + Penalty 4739.030657 = -1975969.510519
  nChanged 761
		SP:Iteration 3F (8797.600000 sec): 3 clusters
  Score: Raw -1981056.574484 + Penalty 4739.030657 = -1976317.543827
  nChanged 672
		SP:Iteration 4Q (8797.650000 sec): 3 clusters
  Score: Raw -1981389.600368 + Penalty 4739.030657 = -1976650.569712
  nChanged 665
		SP:Iteration 5Q (8797.700000 sec): 3 clusters
  Score: Raw -1981721.947014 + Penalty 4739.030657 = -1976982.916357
  nChanged 618
		SP:Iteration 6Q (8797.750000 sec): 3 clusters
  Score: Raw -1982047.577211 + Penalty 4739.030657 = -1977308.546555
  nChanged 586
		SP:Iteration 7Q (8797.800000 sec): 3 clusters
  Score: Raw -1982357.455872 + Penalty 4739.030657 = -1977618.425216
  nChanged 527
		SP:Iteration 8Q (8797.840000 sec): 3 clusters
  Score: Raw -1982646.774539 + Penalty 4739.030657 = -1977907.743882
  nChanged 505
		SP:Iteration 9Q (8797.900000 sec): 3 clusters
  Score: Raw -1982939.839371 + Penalty 4739.030657 = -1978200.808715
  nChanged 503
		SP:Iteration 10Q (8797.940000 sec): 3 clusters
  Score: Raw -1983236.835930 + Penalty 4739.030657 = -1978497.805274
  nChanged 455
		SP:Iteration 11Q (8797.990000 sec): 3 clusters
  Score: Raw -1983526.701685 + Penalty 4739.030657 = -1978787.671029
  nChanged 439
		SP:Iteration 12Q (8798.040000 sec): 3 clusters
  Score: Raw -1983812.891406 + Penalty 4739.030657 = -1979073.860749
  nChanged 382
		SP:Iteration 13Q (8798.090000 sec): 3 clusters
  Score: Raw -1984043.650925 + Penalty 4739.030657 = -1979304.620268
  nChanged 311
		SP:Iteration 14Q (8798.130000 sec): 3 clusters
  Score: Raw -1984202.668353 + Penalty 4739.030657 = -1979463.637697
  nChanged 245
		SP:Iteration 15Q (8798.180000 sec): 3 clusters
  Score: Raw -1984329.419591 + Penalty 4739.030657 = -1979590.388935
  nChanged 213
		SP:Iteration 16Q (8798.220000 sec): 3 clusters
  Score: Raw -1984443.149332 + Penalty 4739.030657 = -1979704.118675
  nChanged 195
		SP:Iteration 17Q (8798.270000 sec): 3 clusters
  Score: Raw -1984542.404701 + Penalty 4739.030657 = -1979803.374044
  nChanged 177
		SP:Iteration 18Q (8798.310000 sec): 3 clusters
  Score: Raw -1984622.800484 + Penalty 4739.030657 = -1979883.769827
  nChanged 147
		SP:Iteration 19Q (8798.360000 sec): 3 clusters
  Score: Raw -1984686.194440 + Penalty 4739.030657 = -1979947.163784
  nChanged 122
		SP:Iteration 20F (8798.410000 sec): 3 clusters
  Score: Raw -1984742.613042 + Penalty 4739.030657 = -1980003.582386
  nChanged 135
		SP:Iteration 21Q (8798.450000 sec): 3 clusters
  Score: Raw -1984800.131128 + Penalty 4739.030657 = -1980061.100472
  nChanged 104
		SP:Iteration 22Q (8798.490000 sec): 3 clusters
  Score: Raw -1984845.996738 + Penalty 4739.030657 = -1980106.966081
  nChanged 86
		SP:Iteration 23Q (8798.540000 sec): 3 clusters
  Score: Raw -1984879.152706 + Penalty 4739.030657 = -1980140.122049
  nChanged 73
		SP:Iteration 24Q (8798.580000 sec): 3 clusters
  Score: Raw -1984901.404786 + Penalty 4739.030657 = -1980162.374129
  nChanged 52
		SP:Iteration 25Q (8798.620000 sec): 3 clusters
  Score: Raw -1984919.297436 + Penalty 4739.030657 = -1980180.266779
  nChanged 51
		SP:Iteration 26Q (8798.660000 sec): 3 clusters
  Score: Raw -1984936.306487 + Penalty 4739.030657 = -1980197.275830
  nChanged 52
		SP:Iteration 27Q (8798.700000 sec): 3 clusters
  Score: Raw -1984955.419607 + Penalty 4739.030657 = -1980216.388951
  nChanged 51
		SP:Iteration 28Q (8798.740000 sec): 3 clusters
  Score: Raw -1984976.689477 + Penalty 4739.030657 = -1980237.658821
  nChanged 56
		SP:Iteration 29Q (8798.780000 sec): 3 clusters
  Score: Raw -1984999.065814 + Penalty 4739.030657 = -1980260.035158
  nChanged 56
		SP:Iteration 30Q (8798.820000 sec): 3 clusters
  Score: Raw -1985027.943743 + Penalty 4739.030657 = -1980288.913087
  nChanged 65
		SP:Iteration 31Q (8798.860000 sec): 3 clusters
  Score: Raw -1985061.096629 + Penalty 4739.030657 = -1980322.065972
  nChanged 54
		SP:Iteration 32Q (8798.900000 sec): 3 clusters
  Score: Raw -1985088.121282 + Penalty 4739.030657 = -1980349.090625
  nChanged 49
		SP:Iteration 33Q (8798.940000 sec): 3 clusters
  Score: Raw -1985109.499423 + Penalty 4739.030657 = -1980370.468767
  nChanged 48
		SP:Iteration 34Q (8798.980000 sec): 3 clusters
  Score: Raw -1985131.262517 + Penalty 4739.030657 = -1980392.231861
  nChanged 46
		SP:Iteration 35Q (8799.020000 sec): 3 clusters
  Score: Raw -1985149.351660 + Penalty 4739.030657 = -1980410.321004
  nChanged 28
		SP:Iteration 36Q (8799.060000 sec): 3 clusters
  Score: Raw -1985160.460066 + Penalty 4739.030657 = -1980421.429410
  nChanged 32
		SP:Iteration 37Q (8799.100000 sec): 3 clusters
  Score: Raw -1985172.615250 + Penalty 4739.030657 = -1980433.584593
  nChanged 27
		SP:Iteration 38Q (8799.140000 sec): 3 clusters
  Score: Raw -1985182.775225 + Penalty 4739.030657 = -1980443.744568
  nChanged 24
		SP:Iteration 39Q (8799.180000 sec): 3 clusters
  Score: Raw -1985190.760176 + Penalty 4739.030657 = -1980451.729519
  nChanged 25
		SP:Iteration 40F (8799.220000 sec): 3 clusters
  Score: Raw -1985201.214204 + Penalty 4739.030657 = -1980462.183548
  nChanged 17
		SP:Iteration 41Q (8799.260000 sec): 3 clusters
  Score: Raw -1985206.879101 + Penalty 4739.030657 = -1980467.848444
  nChanged 18
		SP:Iteration 42Q (8799.300000 sec): 3 clusters
  Score: Raw -1985212.263795 + Penalty 4739.030657 = -1980473.233139
  nChanged 14
		SP:Iteration 43Q (8799.340000 sec): 3 clusters
  Score: Raw -1985216.101850 + Penalty 4739.030657 = -1980477.071194
  nChanged 8
		SP:Iteration 44Q (8799.380000 sec): 3 clusters
  Score: Raw -1985219.041586 + Penalty 4739.030657 = -1980480.010930
  nChanged 7
		SP:Iteration 45Q (8799.420000 sec): 3 clusters
  Score: Raw -1985221.091113 + Penalty 4739.030657 = -1980482.060456
  nChanged 3
		SP:Iteration 46Q (8799.460000 sec): 3 clusters
  Score: Raw -1985222.010128 + Penalty 4739.030657 = -1980482.979472
  nChanged 4
		SP:Iteration 47Q (8799.500000 sec): 3 clusters
  Score: Raw -1985222.658256 + Penalty 4739.030657 = -1980483.627599
  nChanged 2
		SP:Iteration 48Q (8799.540000 sec): 3 clusters
  Score: Raw -1985223.398692 + Penalty 4739.030657 = -1980484.368036
  nChanged 2
		SP:Iteration 49Q (8799.580000 sec): 3 clusters
  Score: Raw -1985224.353684 + Penalty 4739.030657 = -1980485.323027
  nChanged 3
		SP:Iteration 50Q (8799.620000 sec): 3 clusters
  Score: Raw -1985225.316059 + Penalty 4739.030657 = -1980486.285403
  nChanged 6
		SP:Iteration 51Q (8799.650000 sec): 3 clusters
  Score: Raw -1985226.992389 + Penalty 4739.030657 = -1980487.961732
  nChanged 7
		SP:Iteration 52Q (8799.690000 sec): 3 clusters
  Score: Raw -1985228.309108 + Penalty 4739.030657 = -1980489.278451
  nChanged 3
		SP:Iteration 53Q (8799.730000 sec): 3 clusters
  Score: Raw -1985228.991858 + Penalty 4739.030657 = -1980489.961202
  nChanged 8
		SP:Iteration 54Q (8799.770000 sec): 3 clusters
  Score: Raw -1985232.405055 + Penalty 4739.030657 = -1980493.374398
  nChanged 9
		SP:Iteration 55Q (8799.810000 sec): 3 clusters
  Score: Raw -1985234.769810 + Penalty 4739.030657 = -1980495.739153
  nChanged 5
		SP:Iteration 56Q (8799.850000 sec): 3 clusters
  Score: Raw -1985236.473662 + Penalty 4739.030657 = -1980497.443006
  nChanged 6
		SP:Iteration 57Q (8799.880000 sec): 3 clusters
  Score: Raw -1985238.023882 + Penalty 4739.030657 = -1980498.993225
  nChanged 6
		SP:Iteration 58Q (8799.920000 sec): 3 clusters
  Score: Raw -1985239.425416 + Penalty 4739.030657 = -1980500.394760
  nChanged 5
		SP:Iteration 59Q (8799.960000 sec): 3 clusters
  Score: Raw -1985240.942775 + Penalty 4739.030657 = -1980501.912118
  nChanged 6
		SP:Iteration 60F (8800.010000 sec): 3 clusters
  Score: Raw -1985243.205900 + Penalty 4739.030657 = -1980504.175243
  nChanged 4
		SP:Iteration 61Q (8800.050000 sec): 3 clusters
  Score: Raw -1985244.570082 + Penalty 4739.030657 = -1980505.539425
  nChanged 4
		SP:Iteration 62Q (8800.090000 sec): 3 clusters
  Score: Raw -1985246.504801 + Penalty 4739.030657 = -1980507.474144
  nChanged 9
		SP:Iteration 63Q (8800.130000 sec): 3 clusters
  Score: Raw -1985250.576142 + Penalty 4739.030657 = -1980511.545485
  nChanged 12
		SP:Iteration 64Q (8800.160000 sec): 3 clusters
  Score: Raw -1985254.320715 + Penalty 4739.030657 = -1980515.290058
  nChanged 11
		SP:Iteration 65Q (8800.200000 sec): 3 clusters
  Score: Raw -1985257.815261 + Penalty 4739.030657 = -1980518.784605
  nChanged 11
		SP:Iteration 66Q (8800.240000 sec): 3 clusters
  Score: Raw -1985262.091146 + Penalty 4739.030657 = -1980523.060490
  nChanged 14
		SP:Iteration 67Q (8800.280000 sec): 3 clusters
  Score: Raw -1985267.364623 + Penalty 4739.030657 = -1980528.333967
  nChanged 14
		SP:Iteration 68Q (8800.320000 sec): 3 clusters
  Score: Raw -1985273.786490 + Penalty 4739.030657 = -1980534.755834
  nChanged 18
		SP:Iteration 69Q (8800.360000 sec): 3 clusters
  Score: Raw -1985279.867654 + Penalty 4739.030657 = -1980540.836997
  nChanged 16
		SP:Iteration 70Q (8800.400000 sec): 3 clusters
  Score: Raw -1985286.827488 + Penalty 4739.030657 = -1980547.796831
  nChanged 22
		SP:Iteration 71Q (8800.440000 sec): 3 clusters
  Score: Raw -1985297.234990 + Penalty 4739.030657 = -1980558.204333
  nChanged 20
		SP:Iteration 72Q (8800.470000 sec): 3 clusters
  Score: Raw -1985305.312897 + Penalty 4739.030657 = -1980566.282240
  nChanged 14
		SP:Iteration 73Q (8800.510000 sec): 3 clusters
  Score: Raw -1985311.033009 + Penalty 4739.030657 = -1980572.002352
  nChanged 16
		SP:Iteration 74Q (8800.550000 sec): 3 clusters
  Score: Raw -1985317.011331 + Penalty 4739.030657 = -1980577.980674
  nChanged 12
		SP:Iteration 75Q (8800.590000 sec): 3 clusters
  Score: Raw -1985320.697211 + Penalty 4739.030657 = -1980581.666554
  nChanged 10
		SP:Iteration 76Q (8800.620000 sec): 3 clusters
  Score: Raw -1985325.230222 + Penalty 4739.030657 = -1980586.199565
  nChanged 6
		SP:Iteration 77Q (8800.660000 sec): 3 clusters
  Score: Raw -1985327.437358 + Penalty 4739.030657 = -1980588.406702
  nChanged 8
		SP:Iteration 78Q (8800.700000 sec): 3 clusters
  Score: Raw -1985332.342767 + Penalty 4739.030657 = -1980593.312111
  nChanged 13
		SP:Iteration 79Q (8800.740000 sec): 3 clusters
  Score: Raw -1985339.558404 + Penalty 4739.030657 = -1980600.527747
  nChanged 14
		SP:Iteration 80F (8800.790000 sec): 3 clusters
  Score: Raw -1985346.994517 + Penalty 4739.030657 = -1980607.963861
  nChanged 11
		SP:Iteration 81Q (8800.820000 sec): 3 clusters
  Score: Raw -1985352.909837 + Penalty 4739.030657 = -1980613.879181
  nChanged 10
		SP:Iteration 82Q (8800.860000 sec): 3 clusters
  Score: Raw -1985356.637198 + Penalty 4739.030657 = -1980617.606541
  nChanged 10
		SP:Iteration 83Q (8800.900000 sec): 3 clusters
  Score: Raw -1985359.929339 + Penalty 4739.030657 = -1980620.898683
  nChanged 9
		SP:Iteration 84Q (8800.940000 sec): 3 clusters
  Score: Raw -1985362.470515 + Penalty 4739.030657 = -1980623.439859
  nChanged 4
		SP:Iteration 85Q (8800.980000 sec): 3 clusters
  Score: Raw -1985363.619775 + Penalty 4739.030657 = -1980624.589119
  nChanged 4
		SP:Iteration 86Q (8801.010000 sec): 3 clusters
  Score: Raw -1985364.554103 + Penalty 4739.030657 = -1980625.523446
  nChanged 3
		SP:Iteration 87Q (8801.050000 sec): 3 clusters
  Score: Raw -1985365.119258 + Penalty 4739.030657 = -1980626.088601
  nChanged 1
		SP:Iteration 88Q (8801.090000 sec): 3 clusters
  Score: Raw -1985366.315817 + Penalty 4739.030657 = -1980627.285161
  nChanged 4
		SP:Iteration 89Q (8801.130000 sec): 3 clusters
  Score: Raw -1985367.803667 + Penalty 4739.030657 = -1980628.773010
  nChanged 3
		SP:Iteration 90Q (8801.160000 sec): 3 clusters
  Score: Raw -1985368.911108 + Penalty 4739.030657 = -1980629.880452
  nChanged 6
		SP:Iteration 91Q (8801.200000 sec): 3 clusters
  Score: Raw -1985370.919896 + Penalty 4739.030657 = -1980631.889239
  nChanged 3
		SP:Iteration 92Q (8801.240000 sec): 3 clusters
  Score: Raw -1985372.431018 + Penalty 4739.030657 = -1980633.400361
  nChanged 2
		SP:Iteration 93Q (8801.280000 sec): 3 clusters
  Score: Raw -1985373.015437 + Penalty 4739.030657 = -1980633.984781
  nChanged 3
		SP:Iteration 94Q (8801.310000 sec): 3 clusters
  Score: Raw -1985373.936427 + Penalty 4739.030657 = -1980634.905770
  nChanged 4
		SP:Iteration 95Q (8801.350000 sec): 3 clusters
  Score: Raw -1985375.059806 + Penalty 4739.030657 = -1980636.029150
  nChanged 3
		SP:Iteration 96Q (8801.390000 sec): 3 clusters
  Score: Raw -1985376.003302 + Penalty 4739.030657 = -1980636.972645
  nChanged 8
		SP:Iteration 97Q (8801.420000 sec): 3 clusters
  Score: Raw -1985379.499601 + Penalty 4739.030657 = -1980640.468945
  nChanged 8
		SP:Iteration 98Q (8801.460000 sec): 3 clusters
  Score: Raw -1985383.417617 + Penalty 4739.030657 = -1980644.386961
  nChanged 9
		SP:Iteration 99Q (8801.500000 sec): 3 clusters
  Score: Raw -1985386.165774 + Penalty 4739.030657 = -1980647.135118
  nChanged 5
		SP:Iteration 100F (8801.550000 sec): 3 clusters
  Score: Raw -1985387.797163 + Penalty 4739.030657 = -1980648.766507
  nChanged 5
		SP:Iteration 101Q (8801.590000 sec): 3 clusters
  Score: Raw -1985389.170595 + Penalty 4739.030657 = -1980650.139939
  nChanged 4
		SP:Iteration 102Q (8801.620000 sec): 3 clusters
  Score: Raw -1985390.472050 + Penalty 4739.030657 = -1980651.441394
  nChanged 1
		SP:Iteration 103Q (8801.660000 sec): 3 clusters
  Score: Raw -1985390.656772 + Penalty 4739.030657 = -1980651.626116
  nChanged 0
		SP:Iteration 104F (8801.710000 sec): 3 clusters
  Score: Raw -1985390.656772 + Penalty 4739.030657 = -1980651.626116
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8801.720000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8801.720000 sec): 3 clusters
  Score: Raw -73224.152800 + Penalty 3074.445443 = -70149.707356
  nChanged 67
		SP:Iteration 1F (8801.720000 sec): 3 clusters
  Score: Raw -73341.640837 + Penalty 3074.445443 = -70267.195394
  nChanged 26
		SP:Iteration 2F (8801.720000 sec): 3 clusters
  Score: Raw -73397.660221 + Penalty 3074.445443 = -70323.214778
  nChanged 7
		SP:Iteration 3Q (8801.720000 sec): 3 clusters
  Score: Raw -73411.538663 + Penalty 3074.445443 = -70337.093219
  nChanged 2
		SP:Iteration 4Q (8801.720000 sec): 3 clusters
  Score: Raw -73415.028553 + Penalty 3074.445443 = -70340.583109
  nChanged 0
		SP:Iteration 5F (8801.730000 sec): 3 clusters
  Score: Raw -73415.028553 + Penalty 3074.445443 = -70340.583109
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8801.740000 sec): 2 clusters
  Score: Raw -309815.793004 + Penalty 1905.598267 = -307910.194737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8801.740000 sec): 3 clusters
  Score: Raw -308960.662548 + Penalty 3811.196534 = -305149.466014
  nChanged 672
		SP:Iteration 1F (8801.750000 sec): 3 clusters
  Score: Raw -309467.734379 + Penalty 3811.196534 = -305656.537844
  nChanged 176
		SP:Iteration 2F (8801.760000 sec): 3 clusters
  Score: Raw -309622.200964 + Penalty 3811.196534 = -305811.004430
  nChanged 86
		SP:Iteration 3Q (8801.770000 sec): 3 clusters
  Score: Raw -309696.238981 + Penalty 3811.196534 = -305885.042446
  nChanged 59
		SP:Iteration 4Q (8801.780000 sec): 3 clusters
  Score: Raw -309744.764805 + Penalty 3811.196534 = -305933.568271
  nChanged 30
		SP:Iteration 5Q (8801.780000 sec): 3 clusters
  Score: Raw -309765.297041 + Penalty 3811.196534 = -305954.100507
  nChanged 17
		SP:Iteration 6Q (8801.790000 sec): 3 clusters
  Score: Raw -309777.057350 + Penalty 3811.196534 = -305965.860815
  nChanged 20
		SP:Iteration 7Q (8801.800000 sec): 3 clusters
  Score: Raw -309788.881019 + Penalty 3811.196534 = -305977.684485
  nChanged 15
		SP:Iteration 8Q (8801.800000 sec): 3 clusters
  Score: Raw -309797.168231 + Penalty 3811.196534 = -305985.971697
  nChanged 11
		SP:Iteration 9Q (8801.810000 sec): 3 clusters
  Score: Raw -309803.264341 + Penalty 3811.196534 = -305992.067807
  nChanged 8
		SP:Iteration 10Q (8801.820000 sec): 3 clusters
  Score: Raw -309809.401779 + Penalty 3811.196534 = -305998.205244
  nChanged 6
		SP:Iteration 11Q (8801.830000 sec): 3 clusters
  Score: Raw -309812.667194 + Penalty 3811.196534 = -306001.470660
  nChanged 8
		SP:Iteration 12Q (8801.840000 sec): 3 clusters
  Score: Raw -309817.353517 + Penalty 3811.196534 = -306006.156982
  nChanged 3
		SP:Iteration 13Q (8801.840000 sec): 3 clusters
  Score: Raw -309818.747941 + Penalty 3811.196534 = -306007.551407
  nChanged 7
		SP:Iteration 14Q (8801.850000 sec): 3 clusters
  Score: Raw -309821.331206 + Penalty 3811.196534 = -306010.134672
  nChanged 2
		SP:Iteration 15Q (8801.860000 sec): 3 clusters
  Score: Raw -309822.456236 + Penalty 3811.196534 = -306011.259702
  nChanged 1
		SP:Iteration 16Q (8801.860000 sec): 3 clusters
  Score: Raw -309823.347362 + Penalty 3811.196534 = -306012.150828
  nChanged 3
		SP:Iteration 17Q (8801.870000 sec): 3 clusters
  Score: Raw -309825.268904 + Penalty 3811.196534 = -306014.072370
  nChanged 2
		SP:Iteration 18Q (8801.880000 sec): 3 clusters
  Score: Raw -309825.906790 + Penalty 3811.196534 = -306014.710256
  nChanged 2
		SP:Iteration 19Q (8801.890000 sec): 3 clusters
  Score: Raw -309826.823297 + Penalty 3811.196534 = -306015.626763
  nChanged 0
		SP:Iteration 20F (8801.900000 sec): 3 clusters
  Score: Raw -309826.823297 + Penalty 3811.196534 = -306015.626763
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8802.000000 sec): 2 clusters
  Score: Raw -4594677.129706 + Penalty 2568.397217 = -4592108.732489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8802.120000 sec): 3 clusters
  Score: Raw -4575748.952228 + Penalty 5136.794433 = -4570612.157794
  nChanged 14264
		SP:Iteration 1F (8802.230000 sec): 3 clusters
  Score: Raw -4583260.507406 + Penalty 5136.794433 = -4578123.712973
  nChanged 1483
		SP:Iteration 2Q (8802.350000 sec): 3 clusters
  Score: Raw -4583777.514095 + Penalty 5136.794433 = -4578640.719661
  nChanged 1419
		SP:Iteration 3Q (8802.460000 sec): 3 clusters
  Score: Raw -4584325.934878 + Penalty 5136.794433 = -4579189.140444
  nChanged 1525
		SP:Iteration 4Q (8802.580000 sec): 3 clusters
  Score: Raw -4584991.133713 + Penalty 5136.794433 = -4579854.339279
  nChanged 1671
		SP:Iteration 5F (8802.700000 sec): 3 clusters
  Score: Raw -4585860.860609 + Penalty 5136.794433 = -4580724.066175
  nChanged 1897
		SP:Iteration 6F (8802.820000 sec): 3 clusters
  Score: Raw -4586984.430191 + Penalty 5136.794433 = -4581847.635757
  nChanged 2083
		SP:Iteration 7F (8802.930000 sec): 3 clusters
  Score: Raw -4588406.983608 + Penalty 5136.794433 = -4583270.189174
  nChanged 2077
		SP:Iteration 8F (8803.040000 sec): 3 clusters
  Score: Raw -4589887.762884 + Penalty 5136.794433 = -4584750.968451
  nChanged 1796
		SP:Iteration 9F (8803.150000 sec): 3 clusters
  Score: Raw -4591098.767757 + Penalty 5136.794433 = -4585961.973323
  nChanged 1429
		SP:Iteration 10Q (8803.270000 sec): 3 clusters
  Score: Raw -4591954.490173 + Penalty 5136.794433 = -4586817.695739
  nChanged 1021
		SP:Iteration 11Q (8803.380000 sec): 3 clusters
  Score: Raw -4592521.550712 + Penalty 5136.794433 = -4587384.756279
  nChanged 827
		SP:Iteration 12Q (8803.490000 sec): 3 clusters
  Score: Raw -4593053.035655 + Penalty 5136.794433 = -4587916.241221
  nChanged 733
		SP:Iteration 13Q (8803.600000 sec): 3 clusters
  Score: Raw -4593741.812110 + Penalty 5136.794433 = -4588605.017677
  nChanged 629
		SP:Iteration 14Q (8803.720000 sec): 3 clusters
  Score: Raw -4594710.104078 + Penalty 5136.794433 = -4589573.309644
  nChanged 382
		SP:Iteration 15Q (8803.820000 sec): 3 clusters
  Score: Raw -4595317.711706 + Penalty 5136.794433 = -4590180.917273
  nChanged 252
		SP:Iteration 16Q (8803.910000 sec): 3 clusters
  Score: Raw -4595485.421473 + Penalty 5136.794433 = -4590348.627040
  nChanged 191
		SP:Iteration 17Q (8804.000000 sec): 3 clusters
  Score: Raw -4595567.967798 + Penalty 5136.794433 = -4590431.173364
  nChanged 136
		SP:Iteration 18Q (8804.090000 sec): 3 clusters
  Score: Raw -4595614.679862 + Penalty 5136.794433 = -4590477.885428
  nChanged 90
		SP:Iteration 19Q (8804.180000 sec): 3 clusters
  Score: Raw -4595641.477192 + Penalty 5136.794433 = -4590504.682758
  nChanged 61
		SP:Iteration 20F (8804.290000 sec): 3 clusters
  Score: Raw -4595657.169145 + Penalty 5136.794433 = -4590520.374711
  nChanged 51
		SP:Iteration 21Q (8804.380000 sec): 3 clusters
  Score: Raw -4595670.329503 + Penalty 5136.794433 = -4590533.535070
  nChanged 47
		SP:Iteration 22Q (8804.470000 sec): 3 clusters
  Score: Raw -4595680.952781 + Penalty 5136.794433 = -4590544.158348
  nChanged 44
		SP:Iteration 23Q (8804.560000 sec): 3 clusters
  Score: Raw -4595690.869306 + Penalty 5136.794433 = -4590554.074873
  nChanged 30
		SP:Iteration 24Q (8804.640000 sec): 3 clusters
  Score: Raw -4595695.128928 + Penalty 5136.794433 = -4590558.334495
  nChanged 17
		SP:Iteration 25Q (8804.730000 sec): 3 clusters
  Score: Raw -4595697.291538 + Penalty 5136.794433 = -4590560.497105
  nChanged 11
		SP:Iteration 26Q (8804.820000 sec): 3 clusters
  Score: Raw -4595698.624839 + Penalty 5136.794433 = -4590561.830406
  nChanged 8
		SP:Iteration 27Q (8804.910000 sec): 3 clusters
  Score: Raw -4595700.205274 + Penalty 5136.794433 = -4590563.410840
  nChanged 7
		SP:Iteration 28Q (8805.000000 sec): 3 clusters
  Score: Raw -4595701.017488 + Penalty 5136.794433 = -4590564.223055
  nChanged 4
		SP:Iteration 29Q (8805.080000 sec): 3 clusters
  Score: Raw -4595701.320891 + Penalty 5136.794433 = -4590564.526458
  nChanged 2
		SP:Iteration 30Q (8805.170000 sec): 3 clusters
  Score: Raw -4595701.608650 + Penalty 5136.794433 = -4590564.814217
  nChanged 4
		SP:Iteration 31Q (8805.260000 sec): 3 clusters
  Score: Raw -4595702.285834 + Penalty 5136.794433 = -4590565.491401
  nChanged 7
		SP:Iteration 32Q (8805.340000 sec): 3 clusters
  Score: Raw -4595703.705937 + Penalty 5136.794433 = -4590566.911504
  nChanged 7
		SP:Iteration 33Q (8805.430000 sec): 3 clusters
  Score: Raw -4595705.596252 + Penalty 5136.794433 = -4590568.801819
  nChanged 7
		SP:Iteration 34Q (8805.520000 sec): 3 clusters
  Score: Raw -4595707.167135 + Penalty 5136.794433 = -4590570.372702
  nChanged 4
		SP:Iteration 35Q (8805.600000 sec): 3 clusters
  Score: Raw -4595707.436067 + Penalty 5136.794433 = -4590570.641634
  nChanged 3
		SP:Iteration 36Q (8805.690000 sec): 3 clusters
  Score: Raw -4595707.823404 + Penalty 5136.794433 = -4590571.028970
  nChanged 5
		SP:Iteration 37Q (8805.780000 sec): 3 clusters
  Score: Raw -4595708.298274 + Penalty 5136.794433 = -4590571.503840
  nChanged 3
		SP:Iteration 38Q (8805.860000 sec): 3 clusters
  Score: Raw -4595708.819002 + Penalty 5136.794433 = -4590572.024569
  nChanged 6
		SP:Iteration 39Q (8805.950000 sec): 3 clusters
  Score: Raw -4595709.567443 + Penalty 5136.794433 = -4590572.773010
  nChanged 3
		SP:Iteration 40F (8806.060000 sec): 3 clusters
  Score: Raw -4595710.158368 + Penalty 5136.794433 = -4590573.363935
  nChanged 4
		SP:Iteration 41Q (8806.150000 sec): 3 clusters
  Score: Raw -4595710.896642 + Penalty 5136.794433 = -4590574.102209
  nChanged 4
		SP:Iteration 42Q (8806.240000 sec): 3 clusters
  Score: Raw -4595711.511861 + Penalty 5136.794433 = -4590574.717427
  nChanged 5
		SP:Iteration 43Q (8806.320000 sec): 3 clusters
  Score: Raw -4595712.722701 + Penalty 5136.794433 = -4590575.928268
  nChanged 6
		SP:Iteration 44Q (8806.410000 sec): 3 clusters
  Score: Raw -4595714.078782 + Penalty 5136.794433 = -4590577.284349
  nChanged 8
		SP:Iteration 45Q (8806.500000 sec): 3 clusters
  Score: Raw -4595715.554944 + Penalty 5136.794433 = -4590578.760510
  nChanged 10
		SP:Iteration 46Q (8806.590000 sec): 3 clusters
  Score: Raw -4595717.594735 + Penalty 5136.794433 = -4590580.800301
  nChanged 10
		SP:Iteration 47Q (8806.680000 sec): 3 clusters
  Score: Raw -4595719.756119 + Penalty 5136.794433 = -4590582.961685
  nChanged 6
		SP:Iteration 48Q (8806.760000 sec): 3 clusters
  Score: Raw -4595721.029320 + Penalty 5136.794433 = -4590584.234886
  nChanged 6
		SP:Iteration 49Q (8806.850000 sec): 3 clusters
  Score: Raw -4595722.245175 + Penalty 5136.794433 = -4590585.450741
  nChanged 4
		SP:Iteration 50Q (8806.940000 sec): 3 clusters
  Score: Raw -4595722.927902 + Penalty 5136.794433 = -4590586.133468
  nChanged 4
		SP:Iteration 51Q (8807.020000 sec): 3 clusters
  Score: Raw -4595723.391910 + Penalty 5136.794433 = -4590586.597476
  nChanged 2
		SP:Iteration 52Q (8807.110000 sec): 3 clusters
  Score: Raw -4595723.882546 + Penalty 5136.794433 = -4590587.088112
  nChanged 3
		SP:Iteration 53Q (8807.200000 sec): 3 clusters
  Score: Raw -4595724.364012 + Penalty 5136.794433 = -4590587.569579
  nChanged 2
		SP:Iteration 54Q (8807.290000 sec): 3 clusters
  Score: Raw -4595725.016886 + Penalty 5136.794433 = -4590588.222453
  nChanged 5
		SP:Iteration 55Q (8807.380000 sec): 3 clusters
  Score: Raw -4595726.122475 + Penalty 5136.794433 = -4590589.328042
  nChanged 6
		SP:Iteration 56Q (8807.460000 sec): 3 clusters
  Score: Raw -4595726.790346 + Penalty 5136.794433 = -4590589.995913
  nChanged 0
		SP:Iteration 57F (8807.580000 sec): 3 clusters
  Score: Raw -4595726.790346 + Penalty 5136.794433 = -4590589.995913
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8807.910000 sec): 2 clusters
  Score: Raw -14339023.494785 + Penalty 2851.716528 = -14336171.778257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8808.280000 sec): 3 clusters
  Score: Raw -14275916.205105 + Penalty 5703.433055 = -14270212.772049
  nChanged 46494
		SP:Iteration 1F (8808.640000 sec): 3 clusters
  Score: Raw -14302223.752182 + Penalty 5703.433055 = -14296520.319127
  nChanged 3156
		SP:Iteration 2Q (8809.020000 sec): 3 clusters
  Score: Raw -14302973.580954 + Penalty 5703.433055 = -14297270.147898
  nChanged 3298
		SP:Iteration 3Q (8809.390000 sec): 3 clusters
  Score: Raw -14303820.217694 + Penalty 5703.433055 = -14298116.784639
  nChanged 3397
		SP:Iteration 4Q (8809.760000 sec): 3 clusters
  Score: Raw -14304776.501051 + Penalty 5703.433055 = -14299073.067996
  nChanged 3575
		SP:Iteration 5Q (8810.140000 sec): 3 clusters
  Score: Raw -14305942.625123 + Penalty 5703.433055 = -14300239.192068
  nChanged 3934
		SP:Iteration 6Q (8810.510000 sec): 3 clusters
  Score: Raw -14307425.824335 + Penalty 5703.433055 = -14301722.391280
  nChanged 4335
		SP:Iteration 7Q (8810.880000 sec): 3 clusters
  Score: Raw -14309413.425500 + Penalty 5703.433055 = -14303709.992444
  nChanged 5023
		SP:Iteration 8F (8811.240000 sec): 3 clusters
  Score: Raw -14312139.522542 + Penalty 5703.433055 = -14306436.089487
  nChanged 5485
		SP:Iteration 9F (8811.600000 sec): 3 clusters
  Score: Raw -14315483.640180 + Penalty 5703.433055 = -14309780.207125
  nChanged 5658
		SP:Iteration 10F (8811.960000 sec): 3 clusters
  Score: Raw -14319149.709038 + Penalty 5703.433055 = -14313446.275983
  nChanged 5278
		SP:Iteration 11F (8812.320000 sec): 3 clusters
  Score: Raw -14322327.694537 + Penalty 5703.433055 = -14316624.261482
  nChanged 4294
		SP:Iteration 12Q (8812.670000 sec): 3 clusters
  Score: Raw -14324452.306649 + Penalty 5703.433055 = -14318748.873594
  nChanged 3265
		SP:Iteration 13Q (8813.020000 sec): 3 clusters
  Score: Raw -14325778.063584 + Penalty 5703.433055 = -14320074.630529
  nChanged 2496
		SP:Iteration 14Q (8813.360000 sec): 3 clusters
  Score: Raw -14326702.644621 + Penalty 5703.433055 = -14320999.211566
  nChanged 2169
		SP:Iteration 15Q (8813.690000 sec): 3 clusters
  Score: Raw -14327526.325616 + Penalty 5703.433055 = -14321822.892561
  nChanged 2118
		SP:Iteration 16Q (8814.030000 sec): 3 clusters
  Score: Raw -14328390.559048 + Penalty 5703.433055 = -14322687.125993
  nChanged 2165
		SP:Iteration 17Q (8814.350000 sec): 3 clusters
  Score: Raw -14329375.195427 + Penalty 5703.433055 = -14323671.762372
  nChanged 2237
		SP:Iteration 18Q (8814.680000 sec): 3 clusters
  Score: Raw -14330454.075720 + Penalty 5703.433055 = -14324750.642665
  nChanged 2137
		SP:Iteration 19Q (8814.990000 sec): 3 clusters
  Score: Raw -14331549.951940 + Penalty 5703.433055 = -14325846.518885
  nChanged 2085
		SP:Iteration 20F (8815.350000 sec): 3 clusters
  Score: Raw -14332651.438966 + Penalty 5703.433055 = -14326948.005911
  nChanged 1925
		SP:Iteration 21Q (8815.660000 sec): 3 clusters
  Score: Raw -14333709.781348 + Penalty 5703.433055 = -14328006.348293
  nChanged 1804
		SP:Iteration 22Q (8815.960000 sec): 3 clusters
  Score: Raw -14334723.619770 + Penalty 5703.433055 = -14329020.186715
  nChanged 1557
		SP:Iteration 23Q (8816.260000 sec): 3 clusters
  Score: Raw -14335613.909800 + Penalty 5703.433055 = -14329910.476744
  nChanged 1405
		SP:Iteration 24Q (8816.540000 sec): 3 clusters
  Score: Raw -14336468.968274 + Penalty 5703.433055 = -14330765.535219
  nChanged 1199
		SP:Iteration 25Q (8816.820000 sec): 3 clusters
  Score: Raw -14337223.735341 + Penalty 5703.433055 = -14331520.302286
  nChanged 993
		SP:Iteration 26Q (8817.100000 sec): 3 clusters
  Score: Raw -14337856.054641 + Penalty 5703.433055 = -14332152.621586
  nChanged 769
		SP:Iteration 27Q (8817.380000 sec): 3 clusters
  Score: Raw -14338329.586045 + Penalty 5703.433055 = -14332626.152990
  nChanged 579
		SP:Iteration 28Q (8817.650000 sec): 3 clusters
  Score: Raw -14338648.672315 + Penalty 5703.433055 = -14332945.239260
  nChanged 420
		SP:Iteration 29Q (8817.910000 sec): 3 clusters
  Score: Raw -14338851.114767 + Penalty 5703.433055 = -14333147.681712
  nChanged 311
		SP:Iteration 30Q (8818.180000 sec): 3 clusters
  Score: Raw -14338984.024211 + Penalty 5703.433055 = -14333280.591156
  nChanged 267
		SP:Iteration 31Q (8818.450000 sec): 3 clusters
  Score: Raw -14339088.206842 + Penalty 5703.433055 = -14333384.773787
  nChanged 202
		SP:Iteration 32Q (8818.710000 sec): 3 clusters
  Score: Raw -14339171.496987 + Penalty 5703.433055 = -14333468.063931
  nChanged 169
		SP:Iteration 33Q (8818.970000 sec): 3 clusters
  Score: Raw -14339244.388382 + Penalty 5703.433055 = -14333540.955327
  nChanged 139
		SP:Iteration 34Q (8819.230000 sec): 3 clusters
  Score: Raw -14339301.043795 + Penalty 5703.433055 = -14333597.610740
  nChanged 108
		SP:Iteration 35Q (8819.490000 sec): 3 clusters
  Score: Raw -14339341.356668 + Penalty 5703.433055 = -14333637.923613
  nChanged 96
		SP:Iteration 36Q (8819.750000 sec): 3 clusters
  Score: Raw -14339380.170972 + Penalty 5703.433055 = -14333676.737917
  nChanged 76
		SP:Iteration 37Q (8820.010000 sec): 3 clusters
  Score: Raw -14339409.320374 + Penalty 5703.433055 = -14333705.887319
  nChanged 63
		SP:Iteration 38Q (8820.260000 sec): 3 clusters
  Score: Raw -14339435.059338 + Penalty 5703.433055 = -14333731.626283
  nChanged 58
		SP:Iteration 39Q (8820.520000 sec): 3 clusters
  Score: Raw -14339454.226491 + Penalty 5703.433055 = -14333750.793436
  nChanged 50
		SP:Iteration 40F (8820.870000 sec): 3 clusters
  Score: Raw -14339476.410660 + Penalty 5703.433055 = -14333772.977605
  nChanged 50
		SP:Iteration 41Q (8821.130000 sec): 3 clusters
  Score: Raw -14339502.785183 + Penalty 5703.433055 = -14333799.352128
  nChanged 53
		SP:Iteration 42Q (8821.380000 sec): 3 clusters
  Score: Raw -14339526.651916 + Penalty 5703.433055 = -14333823.218861
  nChanged 36
		SP:Iteration 43Q (8821.640000 sec): 3 clusters
  Score: Raw -14339543.309258 + Penalty 5703.433055 = -14333839.876203
  nChanged 39
		SP:Iteration 44Q (8821.890000 sec): 3 clusters
  Score: Raw -14339560.985075 + Penalty 5703.433055 = -14333857.552020
  nChanged 36
		SP:Iteration 45Q (8822.150000 sec): 3 clusters
  Score: Raw -14339578.975500 + Penalty 5703.433055 = -14333875.542445
  nChanged 37
		SP:Iteration 46Q (8822.410000 sec): 3 clusters
  Score: Raw -14339596.214698 + Penalty 5703.433055 = -14333892.781643
  nChanged 34
		SP:Iteration 47Q (8822.670000 sec): 3 clusters
  Score: Raw -14339612.511362 + Penalty 5703.433055 = -14333909.078307
  nChanged 26
		SP:Iteration 48Q (8822.920000 sec): 3 clusters
  Score: Raw -14339624.440327 + Penalty 5703.433055 = -14333921.007272
  nChanged 23
		SP:Iteration 49Q (8823.180000 sec): 3 clusters
  Score: Raw -14339634.198911 + Penalty 5703.433055 = -14333930.765856
  nChanged 19
		SP:Iteration 50Q (8823.430000 sec): 3 clusters
  Score: Raw -14339641.589610 + Penalty 5703.433055 = -14333938.156554
  nChanged 16
		SP:Iteration 51Q (8823.690000 sec): 3 clusters
  Score: Raw -14339652.968633 + Penalty 5703.433055 = -14333949.535577
  nChanged 18
		SP:Iteration 52Q (8823.950000 sec): 3 clusters
  Score: Raw -14339661.399945 + Penalty 5703.433055 = -14333957.966890
  nChanged 14
		SP:Iteration 53Q (8824.200000 sec): 3 clusters
  Score: Raw -14339667.077573 + Penalty 5703.433055 = -14333963.644518
  nChanged 9
		SP:Iteration 54Q (8824.450000 sec): 3 clusters
  Score: Raw -14339670.100262 + Penalty 5703.433055 = -14333966.667207
  nChanged 10
		SP:Iteration 55Q (8824.710000 sec): 3 clusters
  Score: Raw -14339675.511158 + Penalty 5703.433055 = -14333972.078103
  nChanged 18
		SP:Iteration 56Q (8824.970000 sec): 3 clusters
  Score: Raw -14339684.136369 + Penalty 5703.433055 = -14333980.703314
  nChanged 23
		SP:Iteration 57Q (8825.220000 sec): 3 clusters
  Score: Raw -14339697.720097 + Penalty 5703.433055 = -14333994.287042
  nChanged 25
		SP:Iteration 58Q (8825.470000 sec): 3 clusters
  Score: Raw -14339711.532119 + Penalty 5703.433055 = -14334008.099063
  nChanged 20
		SP:Iteration 59Q (8825.730000 sec): 3 clusters
  Score: Raw -14339722.039951 + Penalty 5703.433055 = -14334018.606896
  nChanged 30
		SP:Iteration 60F (8826.080000 sec): 3 clusters
  Score: Raw -14339740.058757 + Penalty 5703.433055 = -14334036.625702
  nChanged 32
		SP:Iteration 61Q (8826.330000 sec): 3 clusters
  Score: Raw -14339758.547340 + Penalty 5703.433055 = -14334055.114285
  nChanged 21
		SP:Iteration 62Q (8826.590000 sec): 3 clusters
  Score: Raw -14339768.394362 + Penalty 5703.433055 = -14334064.961307
  nChanged 21
		SP:Iteration 63Q (8826.850000 sec): 3 clusters
  Score: Raw -14339778.885443 + Penalty 5703.433055 = -14334075.452388
  nChanged 20
		SP:Iteration 64Q (8827.100000 sec): 3 clusters
  Score: Raw -14339788.904917 + Penalty 5703.433055 = -14334085.471862
  nChanged 27
		SP:Iteration 65Q (8827.350000 sec): 3 clusters
  Score: Raw -14339801.313790 + Penalty 5703.433055 = -14334097.880735
  nChanged 23
		SP:Iteration 66Q (8827.610000 sec): 3 clusters
  Score: Raw -14339815.597630 + Penalty 5703.433055 = -14334112.164575
  nChanged 24
		SP:Iteration 67Q (8827.860000 sec): 3 clusters
  Score: Raw -14339832.700608 + Penalty 5703.433055 = -14334129.267553
  nChanged 26
		SP:Iteration 68Q (8828.110000 sec): 3 clusters
  Score: Raw -14339847.167532 + Penalty 5703.433055 = -14334143.734477
  nChanged 28
		SP:Iteration 69Q (8828.370000 sec): 3 clusters
  Score: Raw -14339859.397921 + Penalty 5703.433055 = -14334155.964866
  nChanged 21
		SP:Iteration 70Q (8828.620000 sec): 3 clusters
  Score: Raw -14339871.039533 + Penalty 5703.433055 = -14334167.606478
  nChanged 20
		SP:Iteration 71Q (8828.880000 sec): 3 clusters
  Score: Raw -14339879.335637 + Penalty 5703.433055 = -14334175.902582
  nChanged 13
		SP:Iteration 72Q (8829.130000 sec): 3 clusters
  Score: Raw -14339884.355925 + Penalty 5703.433055 = -14334180.922870
  nChanged 13
		SP:Iteration 73Q (8829.380000 sec): 3 clusters
  Score: Raw -14339889.990311 + Penalty 5703.433055 = -14334186.557255
  nChanged 10
		SP:Iteration 74Q (8829.630000 sec): 3 clusters
  Score: Raw -14339894.604917 + Penalty 5703.433055 = -14334191.171862
  nChanged 8
		SP:Iteration 75Q (8829.880000 sec): 3 clusters
  Score: Raw -14339897.288953 + Penalty 5703.433055 = -14334193.855898
  nChanged 4
		SP:Iteration 76Q (8830.130000 sec): 3 clusters
  Score: Raw -14339899.773186 + Penalty 5703.433055 = -14334196.340130
  nChanged 5
		SP:Iteration 77Q (8830.380000 sec): 3 clusters
  Score: Raw -14339902.586366 + Penalty 5703.433055 = -14334199.153311
  nChanged 4
		SP:Iteration 78Q (8830.640000 sec): 3 clusters
  Score: Raw -14339903.977436 + Penalty 5703.433055 = -14334200.544381
  nChanged 0
		SP:Iteration 79F (8830.990000 sec): 3 clusters
  Score: Raw -14339903.977436 + Penalty 5703.433055 = -14334200.544381
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8831.130000 sec): 2 clusters
  Score: Raw -5651717.706007 + Penalty 2605.046030 = -5649112.659977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8831.260000 sec): 3 clusters
  Score: Raw -5629376.653824 + Penalty 5210.092060 = -5624166.561763
  nChanged 16607
		SP:Iteration 1F (8831.390000 sec): 3 clusters
  Score: Raw -5638428.930826 + Penalty 5210.092060 = -5633218.838766
  nChanged 1520
		SP:Iteration 2Q (8831.530000 sec): 3 clusters
  Score: Raw -5638862.207898 + Penalty 5210.092060 = -5633652.115838
  nChanged 1367
		SP:Iteration 3Q (8831.660000 sec): 3 clusters
  Score: Raw -5639245.595169 + Penalty 5210.092060 = -5634035.503109
  nChanged 1277
		SP:Iteration 4Q (8831.800000 sec): 3 clusters
  Score: Raw -5639603.539571 + Penalty 5210.092060 = -5634393.447511
  nChanged 1257
		SP:Iteration 5Q (8831.940000 sec): 3 clusters
  Score: Raw -5639981.678030 + Penalty 5210.092060 = -5634771.585970
  nChanged 1363
		SP:Iteration 6Q (8832.070000 sec): 3 clusters
  Score: Raw -5640478.497603 + Penalty 5210.092060 = -5635268.405542
  nChanged 1632
		SP:Iteration 7Q (8832.200000 sec): 3 clusters
  Score: Raw -5641244.347705 + Penalty 5210.092060 = -5636034.255644
  nChanged 2030
		SP:Iteration 8F (8832.340000 sec): 3 clusters
  Score: Raw -5642447.527455 + Penalty 5210.092060 = -5637237.435395
  nChanged 2414
		SP:Iteration 9F (8832.460000 sec): 3 clusters
  Score: Raw -5644183.977523 + Penalty 5210.092060 = -5638973.885463
  nChanged 2533
		SP:Iteration 10F (8832.600000 sec): 3 clusters
  Score: Raw -5646322.235651 + Penalty 5210.092060 = -5641112.143591
  nChanged 2353
		SP:Iteration 11F (8832.730000 sec): 3 clusters
  Score: Raw -5648456.525142 + Penalty 5210.092060 = -5643246.433082
  nChanged 1712
		SP:Iteration 12Q (8832.860000 sec): 3 clusters
  Score: Raw -5649999.377510 + Penalty 5210.092060 = -5644789.285449
  nChanged 1039
		SP:Iteration 13Q (8832.980000 sec): 3 clusters
  Score: Raw -5650898.776448 + Penalty 5210.092060 = -5645688.684388
  nChanged 608
		SP:Iteration 14Q (8833.100000 sec): 3 clusters
  Score: Raw -5651395.904670 + Penalty 5210.092060 = -5646185.812610
  nChanged 327
		SP:Iteration 15Q (8833.200000 sec): 3 clusters
  Score: Raw -5651643.374424 + Penalty 5210.092060 = -5646433.282364
  nChanged 180
		SP:Iteration 16Q (8833.300000 sec): 3 clusters
  Score: Raw -5651781.784926 + Penalty 5210.092060 = -5646571.692866
  nChanged 118
		SP:Iteration 17Q (8833.400000 sec): 3 clusters
  Score: Raw -5651868.736909 + Penalty 5210.092060 = -5646658.644849
  nChanged 76
		SP:Iteration 18Q (8833.490000 sec): 3 clusters
  Score: Raw -5651931.863505 + Penalty 5210.092060 = -5646721.771445
  nChanged 39
		SP:Iteration 19Q (8833.590000 sec): 3 clusters
  Score: Raw -5651964.334965 + Penalty 5210.092060 = -5646754.242905
  nChanged 27
		SP:Iteration 20F (8833.720000 sec): 3 clusters
  Score: Raw -5651989.808104 + Penalty 5210.092060 = -5646779.716044
  nChanged 17
		SP:Iteration 21Q (8833.810000 sec): 3 clusters
  Score: Raw -5652004.447738 + Penalty 5210.092060 = -5646794.355677
  nChanged 17
		SP:Iteration 22Q (8833.900000 sec): 3 clusters
  Score: Raw -5652018.365399 + Penalty 5210.092060 = -5646808.273339
  nChanged 15
		SP:Iteration 23Q (8834.000000 sec): 3 clusters
  Score: Raw -5652030.915177 + Penalty 5210.092060 = -5646820.823117
  nChanged 13
		SP:Iteration 24Q (8834.090000 sec): 3 clusters
  Score: Raw -5652040.758266 + Penalty 5210.092060 = -5646830.666206
  nChanged 10
		SP:Iteration 25Q (8834.180000 sec): 3 clusters
  Score: Raw -5652047.924737 + Penalty 5210.092060 = -5646837.832677
  nChanged 7
		SP:Iteration 26Q (8834.270000 sec): 3 clusters
  Score: Raw -5652052.720025 + Penalty 5210.092060 = -5646842.627964
  nChanged 4
		SP:Iteration 27Q (8834.360000 sec): 3 clusters
  Score: Raw -5652057.288749 + Penalty 5210.092060 = -5646847.196689
  nChanged 3
		SP:Iteration 28Q (8834.450000 sec): 3 clusters
  Score: Raw -5652060.340397 + Penalty 5210.092060 = -5646850.248337
  nChanged 3
		SP:Iteration 29Q (8834.540000 sec): 3 clusters
  Score: Raw -5652062.372209 + Penalty 5210.092060 = -5646852.280148
  nChanged 2
		SP:Iteration 30Q (8834.640000 sec): 3 clusters
  Score: Raw -5652064.571439 + Penalty 5210.092060 = -5646854.479379
  nChanged 4
		SP:Iteration 31Q (8834.730000 sec): 3 clusters
  Score: Raw -5652068.457303 + Penalty 5210.092060 = -5646858.365243
  nChanged 4
		SP:Iteration 32Q (8834.820000 sec): 3 clusters
  Score: Raw -5652072.528306 + Penalty 5210.092060 = -5646862.436246
  nChanged 1
		SP:Iteration 33Q (8834.910000 sec): 3 clusters
  Score: Raw -5652072.940207 + Penalty 5210.092060 = -5646862.848147
  nChanged 1
		SP:Iteration 34Q (8835.010000 sec): 3 clusters
  Score: Raw -5652073.632153 + Penalty 5210.092060 = -5646863.540093
  nChanged 0
		SP:Iteration 35F (8835.140000 sec): 3 clusters
  Score: Raw -5652073.632153 + Penalty 5210.092060 = -5646863.540093
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8835.460000 sec): 2 clusters
  Score: Raw -14570628.045756 + Penalty 2851.799513 = -14567776.246243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8835.820000 sec): 3 clusters
  Score: Raw -14507162.291878 + Penalty 5703.599026 = -14501458.692852
  nChanged 46733
		SP:Iteration 1F (8836.170000 sec): 3 clusters
  Score: Raw -14534178.141333 + Penalty 5703.599026 = -14528474.542306
  nChanged 3373
		SP:Iteration 2Q (8836.540000 sec): 3 clusters
  Score: Raw -14535047.377303 + Penalty 5703.599026 = -14529343.778276
  nChanged 3622
		SP:Iteration 3Q (8836.900000 sec): 3 clusters
  Score: Raw -14536162.051935 + Penalty 5703.599026 = -14530458.452908
  nChanged 4294
		SP:Iteration 4Q (8837.270000 sec): 3 clusters
  Score: Raw -14537947.469137 + Penalty 5703.599026 = -14532243.870111
  nChanged 5585
		SP:Iteration 5F (8837.630000 sec): 3 clusters
  Score: Raw -14541000.472300 + Penalty 5703.599026 = -14535296.873274
  nChanged 7134
		SP:Iteration 6F (8837.980000 sec): 3 clusters
  Score: Raw -14546077.719069 + Penalty 5703.599026 = -14540374.120042
  nChanged 8428
		SP:Iteration 7F (8838.340000 sec): 3 clusters
  Score: Raw -14553480.666217 + Penalty 5703.599026 = -14547777.067191
  nChanged 7960
		SP:Iteration 8F (8838.700000 sec): 3 clusters
  Score: Raw -14561220.551559 + Penalty 5703.599026 = -14555516.952532
  nChanged 5530
		SP:Iteration 9F (8839.050000 sec): 3 clusters
  Score: Raw -14566568.756608 + Penalty 5703.599026 = -14560865.157582
  nChanged 2823
		SP:Iteration 10Q (8839.390000 sec): 3 clusters
  Score: Raw -14569080.720578 + Penalty 5703.599026 = -14563377.121552
  nChanged 1187
		SP:Iteration 11Q (8839.700000 sec): 3 clusters
  Score: Raw -14570074.798243 + Penalty 5703.599026 = -14564371.199217
  nChanged 508
		SP:Iteration 12Q (8839.980000 sec): 3 clusters
  Score: Raw -14570483.920018 + Penalty 5703.599026 = -14564780.320991
  nChanged 253
		SP:Iteration 13Q (8840.250000 sec): 3 clusters
  Score: Raw -14570707.054114 + Penalty 5703.599026 = -14565003.455088
  nChanged 135
		SP:Iteration 14Q (8840.510000 sec): 3 clusters
  Score: Raw -14570819.610716 + Penalty 5703.599026 = -14565116.011690
  nChanged 64
		SP:Iteration 15Q (8840.770000 sec): 3 clusters
  Score: Raw -14570880.257204 + Penalty 5703.599026 = -14565176.658177
  nChanged 48
		SP:Iteration 16Q (8841.030000 sec): 3 clusters
  Score: Raw -14570924.915548 + Penalty 5703.599026 = -14565221.316521
  nChanged 34
		SP:Iteration 17Q (8841.290000 sec): 3 clusters
  Score: Raw -14570952.401310 + Penalty 5703.599026 = -14565248.802283
  nChanged 20
		SP:Iteration 18Q (8841.540000 sec): 3 clusters
  Score: Raw -14570970.179433 + Penalty 5703.599026 = -14565266.580407
  nChanged 21
		SP:Iteration 19Q (8841.800000 sec): 3 clusters
  Score: Raw -14570990.415600 + Penalty 5703.599026 = -14565286.816574
  nChanged 20
		SP:Iteration 20F (8842.150000 sec): 3 clusters
  Score: Raw -14571003.867833 + Penalty 5703.599026 = -14565300.268807
  nChanged 12
		SP:Iteration 21Q (8842.410000 sec): 3 clusters
  Score: Raw -14571012.295416 + Penalty 5703.599026 = -14565308.696390
  nChanged 6
		SP:Iteration 22Q (8842.670000 sec): 3 clusters
  Score: Raw -14571019.728790 + Penalty 5703.599026 = -14565316.129764
  nChanged 6
		SP:Iteration 23Q (8842.930000 sec): 3 clusters
  Score: Raw -14571026.114677 + Penalty 5703.599026 = -14565322.515651
  nChanged 6
		SP:Iteration 24Q (8843.190000 sec): 3 clusters
  Score: Raw -14571030.671699 + Penalty 5703.599026 = -14565327.072672
  nChanged 4
		SP:Iteration 25Q (8843.450000 sec): 3 clusters
  Score: Raw -14571033.223994 + Penalty 5703.599026 = -14565329.624967
  nChanged 2
		SP:Iteration 26Q (8843.710000 sec): 3 clusters
  Score: Raw -14571035.257400 + Penalty 5703.599026 = -14565331.658374
  nChanged 3
		SP:Iteration 27Q (8843.970000 sec): 3 clusters
  Score: Raw -14571038.267292 + Penalty 5703.599026 = -14565334.668266
  nChanged 3
		SP:Iteration 28Q (8844.220000 sec): 3 clusters
  Score: Raw -14571040.838438 + Penalty 5703.599026 = -14565337.239411
  nChanged 4
		SP:Iteration 29Q (8844.480000 sec): 3 clusters
  Score: Raw -14571044.850630 + Penalty 5703.599026 = -14565341.251603
  nChanged 1
		SP:Iteration 30Q (8844.740000 sec): 3 clusters
  Score: Raw -14571046.570481 + Penalty 5703.599026 = -14565342.971454
  nChanged 3
		SP:Iteration 31Q (8845.000000 sec): 3 clusters
  Score: Raw -14571050.180166 + Penalty 5703.599026 = -14565346.581139
  nChanged 6
		SP:Iteration 32Q (8845.250000 sec): 3 clusters
  Score: Raw -14571057.050465 + Penalty 5703.599026 = -14565353.451438
  nChanged 5
		SP:Iteration 33Q (8845.510000 sec): 3 clusters
  Score: Raw -14571061.421481 + Penalty 5703.599026 = -14565357.822455
  nChanged 3
		SP:Iteration 34Q (8845.770000 sec): 3 clusters
  Score: Raw -14571064.050819 + Penalty 5703.599026 = -14565360.451793
  nChanged 4
		SP:Iteration 35Q (8846.020000 sec): 3 clusters
  Score: Raw -14571066.790006 + Penalty 5703.599026 = -14565363.190980
  nChanged 1
		SP:Iteration 36Q (8846.280000 sec): 3 clusters
  Score: Raw -14571067.304093 + Penalty 5703.599026 = -14565363.705066
  nChanged 1
		SP:Iteration 37Q (8846.530000 sec): 3 clusters
  Score: Raw -14571068.216955 + Penalty 5703.599026 = -14565364.617929
  nChanged 0
		SP:Iteration 38F (8846.890000 sec): 3 clusters
  Score: Raw -14571068.216955 + Penalty 5703.599026 = -14565364.617929
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8846.950000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8846.950000 sec): 3 clusters
  Score: Raw -22215.267866 + Penalty 2547.356025 = -19667.911841
  nChanged 7
		SP:Iteration 1Q (8846.950000 sec): 3 clusters
  Score: Raw -22249.632785 + Penalty 2547.356025 = -19702.276760
  nChanged 0
		SP:Iteration 2F (8846.950000 sec): 3 clusters
  Score: Raw -22249.632785 + Penalty 2547.356025 = -19702.276760
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8847.130000 sec): 2 clusters
  Score: Raw -7501479.168344 + Penalty 2688.609636 = -7498790.558708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8847.320000 sec): 3 clusters
  Score: Raw -7469623.808438 + Penalty 5377.219272 = -7464246.589166
  nChanged 23697
		SP:Iteration 1F (8847.510000 sec): 3 clusters
  Score: Raw -7482721.252559 + Penalty 5377.219272 = -7477344.033287
  nChanged 1801
		SP:Iteration 2Q (8847.710000 sec): 3 clusters
  Score: Raw -7483129.152851 + Penalty 5377.219272 = -7477751.933579
  nChanged 1625
		SP:Iteration 3Q (8847.890000 sec): 3 clusters
  Score: Raw -7483479.508153 + Penalty 5377.219272 = -7478102.288881
  nChanged 1462
		SP:Iteration 4Q (8848.090000 sec): 3 clusters
  Score: Raw -7483807.744028 + Penalty 5377.219272 = -7478430.524756
  nChanged 1460
		SP:Iteration 5Q (8848.280000 sec): 3 clusters
  Score: Raw -7484173.160884 + Penalty 5377.219272 = -7478795.941612
  nChanged 1511
		SP:Iteration 6Q (8848.470000 sec): 3 clusters
  Score: Raw -7484587.184028 + Penalty 5377.219272 = -7479209.964756
  nChanged 1704
		SP:Iteration 7Q (8848.670000 sec): 3 clusters
  Score: Raw -7485143.508324 + Penalty 5377.219272 = -7479766.289052
  nChanged 1975
		SP:Iteration 8Q (8848.860000 sec): 3 clusters
  Score: Raw -7485976.586407 + Penalty 5377.219272 = -7480599.367135
  nChanged 2490
		SP:Iteration 9Q (8849.050000 sec): 3 clusters
  Score: Raw -7487311.279218 + Penalty 5377.219272 = -7481934.059946
  nChanged 3238
		SP:Iteration 10F (8849.250000 sec): 3 clusters
  Score: Raw -7489499.127230 + Penalty 5377.219272 = -7484121.907958
  nChanged 3801
		SP:Iteration 11F (8849.430000 sec): 3 clusters
  Score: Raw -7492605.755294 + Penalty 5377.219272 = -7487228.536022
  nChanged 3889
		SP:Iteration 12F (8849.620000 sec): 3 clusters
  Score: Raw -7496166.907081 + Penalty 5377.219272 = -7490789.687809
  nChanged 2941
		SP:Iteration 13F (8849.810000 sec): 3 clusters
  Score: Raw -7498964.614329 + Penalty 5377.219272 = -7493587.395057
  nChanged 1682
		SP:Iteration 14Q (8849.980000 sec): 3 clusters
  Score: Raw -7500556.393698 + Penalty 5377.219272 = -7495179.174426
  nChanged 754
		SP:Iteration 15Q (8850.130000 sec): 3 clusters
  Score: Raw -7501286.011482 + Penalty 5377.219272 = -7495908.792210
  nChanged 251
		SP:Iteration 16Q (8850.270000 sec): 3 clusters
  Score: Raw -7501535.831521 + Penalty 5377.219272 = -7496158.612249
  nChanged 94
		SP:Iteration 17Q (8850.410000 sec): 3 clusters
  Score: Raw -7501644.925390 + Penalty 5377.219272 = -7496267.706118
  nChanged 39
		SP:Iteration 18Q (8850.550000 sec): 3 clusters
  Score: Raw -7501695.545498 + Penalty 5377.219272 = -7496318.326226
  nChanged 23
		SP:Iteration 19Q (8850.680000 sec): 3 clusters
  Score: Raw -7501728.662106 + Penalty 5377.219272 = -7496351.442834
  nChanged 14
		SP:Iteration 20F (8850.860000 sec): 3 clusters
  Score: Raw -7501749.570921 + Penalty 5377.219272 = -7496372.351649
  nChanged 10
		SP:Iteration 21Q (8850.990000 sec): 3 clusters
  Score: Raw -7501761.812847 + Penalty 5377.219272 = -7496384.593575
  nChanged 8
		SP:Iteration 22Q (8851.130000 sec): 3 clusters
  Score: Raw -7501772.926041 + Penalty 5377.219272 = -7496395.706769
  nChanged 7
		SP:Iteration 23Q (8851.260000 sec): 3 clusters
  Score: Raw -7501785.192547 + Penalty 5377.219272 = -7496407.973275
  nChanged 7
		SP:Iteration 24Q (8851.390000 sec): 3 clusters
  Score: Raw -7501794.796632 + Penalty 5377.219272 = -7496417.577360
  nChanged 3
		SP:Iteration 25Q (8851.520000 sec): 3 clusters
  Score: Raw -7501798.335379 + Penalty 5377.219272 = -7496421.116107
  nChanged 3
		SP:Iteration 26Q (8851.650000 sec): 3 clusters
  Score: Raw -7501801.262703 + Penalty 5377.219272 = -7496424.043431
  nChanged 0
		SP:Iteration 27F (8851.830000 sec): 3 clusters
  Score: Raw -7501801.262703 + Penalty 5377.219272 = -7496424.043431
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8851.860000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8851.860000 sec): 3 clusters
  Score: Raw -76037.211763 + Penalty 3043.240186 = -72993.971577
  nChanged 95
		SP:Iteration 1F (8851.870000 sec): 3 clusters
  Score: Raw -76227.381933 + Penalty 3043.240186 = -73184.141747
  nChanged 24
		SP:Iteration 2F (8851.870000 sec): 3 clusters
  Score: Raw -76286.427653 + Penalty 3043.240186 = -73243.187467
  nChanged 30
		SP:Iteration 3F (8851.870000 sec): 3 clusters
  Score: Raw -76362.380101 + Penalty 3043.240186 = -73319.139915
  nChanged 36
		SP:Iteration 4F (8851.870000 sec): 3 clusters
  Score: Raw -76478.959035 + Penalty 3043.240186 = -73435.718849
  nChanged 34
		SP:Iteration 5F (8851.870000 sec): 3 clusters
  Score: Raw -76614.809908 + Penalty 3043.240186 = -73571.569722
  nChanged 21
		SP:Iteration 6Q (8851.870000 sec): 3 clusters
  Score: Raw -76746.005529 + Penalty 3043.240186 = -73702.765343
  nChanged 13
		SP:Iteration 7Q (8851.870000 sec): 3 clusters
  Score: Raw -76797.172910 + Penalty 3043.240186 = -73753.932724
  nChanged 4
		SP:Iteration 8Q (8851.870000 sec): 3 clusters
  Score: Raw -76821.504700 + Penalty 3043.240186 = -73778.264514
  nChanged 5
		SP:Iteration 9Q (8851.880000 sec): 3 clusters
  Score: Raw -76840.585910 + Penalty 3043.240186 = -73797.345724
  nChanged 3
		SP:Iteration 10Q (8851.880000 sec): 3 clusters
  Score: Raw -76849.965738 + Penalty 3043.240186 = -73806.725552
  nChanged 2
		SP:Iteration 11Q (8851.880000 sec): 3 clusters
  Score: Raw -76855.348298 + Penalty 3043.240186 = -73812.108112
  nChanged 1
		SP:Iteration 12Q (8851.880000 sec): 3 clusters
  Score: Raw -76857.750120 + Penalty 3043.240186 = -73814.509934
  nChanged 0
		SP:Iteration 13F (8851.880000 sec): 3 clusters
  Score: Raw -76857.750120 + Penalty 3043.240186 = -73814.509934
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8851.890000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8851.890000 sec): 3 clusters
  Score: Raw -68273.943869 + Penalty 3055.958832 = -65217.985038
  nChanged 70
		SP:Iteration 1F (8851.890000 sec): 3 clusters
  Score: Raw -68449.685174 + Penalty 3055.958832 = -65393.726342
  nChanged 23
		SP:Iteration 2Q (8851.890000 sec): 3 clusters
  Score: Raw -68515.821433 + Penalty 3055.958832 = -65459.862602
  nChanged 8
		SP:Iteration 3Q (8851.890000 sec): 3 clusters
  Score: Raw -68542.953563 + Penalty 3055.958832 = -65486.994731
  nChanged 10
		SP:Iteration 4Q (8851.890000 sec): 3 clusters
  Score: Raw -68572.610404 + Penalty 3055.958832 = -65516.651572
  nChanged 3
		SP:Iteration 5Q (8851.890000 sec): 3 clusters
  Score: Raw -68586.864107 + Penalty 3055.958832 = -65530.905275
  nChanged 5
		SP:Iteration 6Q (8851.900000 sec): 3 clusters
  Score: Raw -68600.826893 + Penalty 3055.958832 = -65544.868062
  nChanged 4
		SP:Iteration 7Q (8851.900000 sec): 3 clusters
  Score: Raw -68609.908028 + Penalty 3055.958832 = -65553.949196
  nChanged 1
		SP:Iteration 8Q (8851.900000 sec): 3 clusters
  Score: Raw -68610.941408 + Penalty 3055.958832 = -65554.982577
  nChanged 2
		SP:Iteration 9Q (8851.900000 sec): 3 clusters
  Score: Raw -68615.448319 + Penalty 3055.958832 = -65559.489487
  nChanged 1
		SP:Iteration 10Q (8851.900000 sec): 3 clusters
  Score: Raw -68616.041121 + Penalty 3055.958832 = -65560.082289
  nChanged 0
		SP:Iteration 11F (8851.910000 sec): 3 clusters
  Score: Raw -68616.041121 + Penalty 3055.958832 = -65560.082289
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (267931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8852.800000 sec): 2 clusters
  Score: Raw -39649162.005962 + Penalty 3099.624221 = -39646062.381741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8853.800000 sec): 3 clusters
  Score: Raw -39472306.039013 + Penalty 6199.248443 = -39466106.790571
  nChanged 129499
		SP:Iteration 1F (8854.790000 sec): 3 clusters
  Score: Raw -39548698.239311 + Penalty 6199.248443 = -39542498.990869
  nChanged 6681
		SP:Iteration 2Q (8855.810000 sec): 3 clusters
  Score: Raw -39549939.567525 + Penalty 6199.248443 = -39543740.319082
  nChanged 7527
		SP:Iteration 3Q (8856.820000 sec): 3 clusters
  Score: Raw -39551607.243561 + Penalty 6199.248443 = -39545407.995118
  nChanged 8637
		SP:Iteration 4Q (8857.830000 sec): 3 clusters
  Score: Raw -39554088.195211 + Penalty 6199.248443 = -39547888.946768
  nChanged 10843
		SP:Iteration 5Q (8858.840000 sec): 3 clusters
  Score: Raw -39558346.875625 + Penalty 6199.248443 = -39552147.627182
  nChanged 14196
		SP:Iteration 6F (8859.830000 sec): 3 clusters
  Score: Raw -39565900.871504 + Penalty 6199.248443 = -39559701.623061
  nChanged 18323
		SP:Iteration 7F (8860.810000 sec): 3 clusters
  Score: Raw -39578562.460045 + Penalty 6199.248443 = -39572363.211602
  nChanged 21800
		SP:Iteration 8F (8861.800000 sec): 3 clusters
  Score: Raw -39597031.323332 + Penalty 6199.248443 = -39590832.074889
  nChanged 21783
		SP:Iteration 9F (8862.770000 sec): 3 clusters
  Score: Raw -39617746.563510 + Penalty 6199.248443 = -39611547.315067
  nChanged 16863
		SP:Iteration 10F (8863.750000 sec): 3 clusters
  Score: Raw -39634340.148575 + Penalty 6199.248443 = -39628140.900133
  nChanged 9807
		SP:Iteration 11Q (8864.640000 sec): 3 clusters
  Score: Raw -39643828.637403 + Penalty 6199.248443 = -39637629.388961
  nChanged 4160
		SP:Iteration 12Q (8865.440000 sec): 3 clusters
  Score: Raw -39647678.350444 + Penalty 6199.248443 = -39641479.102001
  nChanged 1315
		SP:Iteration 13Q (8866.170000 sec): 3 clusters
  Score: Raw -39648862.894637 + Penalty 6199.248443 = -39642663.646194
  nChanged 328
		SP:Iteration 14Q (8866.870000 sec): 3 clusters
  Score: Raw -39649216.291746 + Penalty 6199.248443 = -39643017.043303
  nChanged 113
		SP:Iteration 15Q (8867.550000 sec): 3 clusters
  Score: Raw -39649346.355242 + Penalty 6199.248443 = -39643147.106800
  nChanged 48
		SP:Iteration 16Q (8868.230000 sec): 3 clusters
  Score: Raw -39649404.313511 + Penalty 6199.248443 = -39643205.065068
  nChanged 24
		SP:Iteration 17Q (8868.910000 sec): 3 clusters
  Score: Raw -39649446.941667 + Penalty 6199.248443 = -39643247.693224
  nChanged 13
		SP:Iteration 18Q (8869.580000 sec): 3 clusters
  Score: Raw -39649463.425200 + Penalty 6199.248443 = -39643264.176757
  nChanged 8
		SP:Iteration 19Q (8870.260000 sec): 3 clusters
  Score: Raw -39649472.168293 + Penalty 6199.248443 = -39643272.919850
  nChanged 5
		SP:Iteration 20F (8871.210000 sec): 3 clusters
  Score: Raw -39649479.291436 + Penalty 6199.248443 = -39643280.042993
  nChanged 2
		SP:Iteration 21Q (8871.890000 sec): 3 clusters
  Score: Raw -39649481.178766 + Penalty 6199.248443 = -39643281.930323
  nChanged 1
		SP:Iteration 22Q (8872.570000 sec): 3 clusters
  Score: Raw -39649482.591863 + Penalty 6199.248443 = -39643283.343420
  nChanged 3
		SP:Iteration 23Q (8873.250000 sec): 3 clusters
  Score: Raw -39649486.705319 + Penalty 6199.248443 = -39643287.456876
  nChanged 1
		SP:Iteration 24Q (8873.920000 sec): 3 clusters
  Score: Raw -39649487.878723 + Penalty 6199.248443 = -39643288.630280
  nChanged 0
		SP:Iteration 25F (8874.870000 sec): 3 clusters
  Score: Raw -39649487.878723 + Penalty 6199.248443 = -39643288.630280
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8875.080000 sec): 2 clusters
  Score: Raw -5141379.529753 + Penalty 2585.006092 = -5138794.523661
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8875.210000 sec): 3 clusters
  Score: Raw -5120865.584183 + Penalty 5170.012183 = -5115695.572000
  nChanged 15393
		SP:Iteration 1F (8875.330000 sec): 3 clusters
  Score: Raw -5129260.402873 + Penalty 5170.012183 = -5124090.390690
  nChanged 1469
		SP:Iteration 2Q (8875.450000 sec): 3 clusters
  Score: Raw -5129677.241994 + Penalty 5170.012183 = -5124507.229811
  nChanged 1304
		SP:Iteration 3Q (8875.580000 sec): 3 clusters
  Score: Raw -5130044.182178 + Penalty 5170.012183 = -5124874.169995
  nChanged 1160
		SP:Iteration 4Q (8875.700000 sec): 3 clusters
  Score: Raw -5130358.976288 + Penalty 5170.012183 = -5125188.964105
  nChanged 1066
		SP:Iteration 5Q (8875.820000 sec): 3 clusters
  Score: Raw -5130648.850410 + Penalty 5170.012183 = -5125478.838227
  nChanged 1030
		SP:Iteration 6Q (8875.950000 sec): 3 clusters
  Score: Raw -5130967.735801 + Penalty 5170.012183 = -5125797.723618
  nChanged 1112
		SP:Iteration 7Q (8876.070000 sec): 3 clusters
  Score: Raw -5131339.289494 + Penalty 5170.012183 = -5126169.277311
  nChanged 1146
		SP:Iteration 8Q (8876.200000 sec): 3 clusters
  Score: Raw -5131766.535948 + Penalty 5170.012183 = -5126596.523765
  nChanged 1343
		SP:Iteration 9Q (8876.320000 sec): 3 clusters
  Score: Raw -5132421.940924 + Penalty 5170.012183 = -5127251.928741
  nChanged 1652
		SP:Iteration 10Q (8876.450000 sec): 3 clusters
  Score: Raw -5133422.438850 + Penalty 5170.012183 = -5128252.426667
  nChanged 1877
		SP:Iteration 11F (8876.570000 sec): 3 clusters
  Score: Raw -5134703.782640 + Penalty 5170.012183 = -5129533.770457
  nChanged 1940
		SP:Iteration 12F (8876.690000 sec): 3 clusters
  Score: Raw -5136041.670573 + Penalty 5170.012183 = -5130871.658390
  nChanged 1630
		SP:Iteration 13Q (8876.820000 sec): 3 clusters
  Score: Raw -5136969.080946 + Penalty 5170.012183 = -5131799.068763
  nChanged 1172
		SP:Iteration 14Q (8876.940000 sec): 3 clusters
  Score: Raw -5137432.601054 + Penalty 5170.012183 = -5132262.588871
  nChanged 767
		SP:Iteration 15Q (8877.060000 sec): 3 clusters
  Score: Raw -5137668.773014 + Penalty 5170.012183 = -5132498.760831
  nChanged 538
		SP:Iteration 16Q (8877.170000 sec): 3 clusters
  Score: Raw -5137826.543423 + Penalty 5170.012183 = -5132656.531240
  nChanged 449
		SP:Iteration 17Q (8877.290000 sec): 3 clusters
  Score: Raw -5137953.193276 + Penalty 5170.012183 = -5132783.181093
  nChanged 436
		SP:Iteration 18Q (8877.410000 sec): 3 clusters
  Score: Raw -5138068.048232 + Penalty 5170.012183 = -5132898.036049
  nChanged 412
		SP:Iteration 19Q (8877.530000 sec): 3 clusters
  Score: Raw -5138180.404380 + Penalty 5170.012183 = -5133010.392197
  nChanged 406
		SP:Iteration 20F (8877.650000 sec): 3 clusters
  Score: Raw -5138287.435765 + Penalty 5170.012183 = -5133117.423582
  nChanged 420
		SP:Iteration 21Q (8877.770000 sec): 3 clusters
  Score: Raw -5138394.385593 + Penalty 5170.012183 = -5133224.373410
  nChanged 395
		SP:Iteration 22Q (8877.880000 sec): 3 clusters
  Score: Raw -5138500.297473 + Penalty 5170.012183 = -5133330.285290
  nChanged 402
		SP:Iteration 23Q (8878.000000 sec): 3 clusters
  Score: Raw -5138614.071799 + Penalty 5170.012183 = -5133444.059616
  nChanged 423
		SP:Iteration 24Q (8878.120000 sec): 3 clusters
  Score: Raw -5138735.277396 + Penalty 5170.012183 = -5133565.265213
  nChanged 415
		SP:Iteration 25Q (8878.230000 sec): 3 clusters
  Score: Raw -5138856.221309 + Penalty 5170.012183 = -5133686.209126
  nChanged 384
		SP:Iteration 26Q (8878.340000 sec): 3 clusters
  Score: Raw -5138964.249974 + Penalty 5170.012183 = -5133794.237791
  nChanged 386
		SP:Iteration 27Q (8878.460000 sec): 3 clusters
  Score: Raw -5139073.285510 + Penalty 5170.012183 = -5133903.273327
  nChanged 371
		SP:Iteration 28Q (8878.570000 sec): 3 clusters
  Score: Raw -5139182.472867 + Penalty 5170.012183 = -5134012.460684
  nChanged 403
		SP:Iteration 29Q (8878.680000 sec): 3 clusters
  Score: Raw -5139316.880700 + Penalty 5170.012183 = -5134146.868517
  nChanged 421
		SP:Iteration 30Q (8878.780000 sec): 3 clusters
  Score: Raw -5139454.113378 + Penalty 5170.012183 = -5134284.101195
  nChanged 386
		SP:Iteration 31Q (8878.890000 sec): 3 clusters
  Score: Raw -5139578.010307 + Penalty 5170.012183 = -5134407.998124
  nChanged 379
		SP:Iteration 32Q (8879.000000 sec): 3 clusters
  Score: Raw -5139700.018122 + Penalty 5170.012183 = -5134530.005939
  nChanged 386
		SP:Iteration 33Q (8879.100000 sec): 3 clusters
  Score: Raw -5139832.770816 + Penalty 5170.012183 = -5134662.758633
  nChanged 376
		SP:Iteration 34Q (8879.200000 sec): 3 clusters
  Score: Raw -5139969.150011 + Penalty 5170.012183 = -5134799.137828
  nChanged 363
		SP:Iteration 35Q (8879.310000 sec): 3 clusters
  Score: Raw -5140103.615958 + Penalty 5170.012183 = -5134933.603775
  nChanged 370
		SP:Iteration 36Q (8879.410000 sec): 3 clusters
  Score: Raw -5140246.629540 + Penalty 5170.012183 = -5135076.617357
  nChanged 330
		SP:Iteration 37Q (8879.520000 sec): 3 clusters
  Score: Raw -5140360.941890 + Penalty 5170.012183 = -5135190.929707
  nChanged 321
		SP:Iteration 38Q (8879.620000 sec): 3 clusters
  Score: Raw -5140469.842378 + Penalty 5170.012183 = -5135299.830195
  nChanged 286
		SP:Iteration 39Q (8879.720000 sec): 3 clusters
  Score: Raw -5140573.597009 + Penalty 5170.012183 = -5135403.584826
  nChanged 280
		SP:Iteration 40F (8879.830000 sec): 3 clusters
  Score: Raw -5140678.962557 + Penalty 5170.012183 = -5135508.950374
  nChanged 267
		SP:Iteration 41Q (8879.930000 sec): 3 clusters
  Score: Raw -5140783.516021 + Penalty 5170.012183 = -5135613.503838
  nChanged 259
		SP:Iteration 42Q (8880.030000 sec): 3 clusters
  Score: Raw -5140876.069589 + Penalty 5170.012183 = -5135706.057406
  nChanged 217
		SP:Iteration 43Q (8880.130000 sec): 3 clusters
  Score: Raw -5140955.468667 + Penalty 5170.012183 = -5135785.456484
  nChanged 185
		SP:Iteration 44Q (8880.240000 sec): 3 clusters
  Score: Raw -5141020.998691 + Penalty 5170.012183 = -5135850.986508
  nChanged 163
		SP:Iteration 45Q (8880.330000 sec): 3 clusters
  Score: Raw -5141074.705196 + Penalty 5170.012183 = -5135904.693013
  nChanged 136
		SP:Iteration 46Q (8880.430000 sec): 3 clusters
  Score: Raw -5141116.940593 + Penalty 5170.012183 = -5135946.928410
  nChanged 118
		SP:Iteration 47Q (8880.530000 sec): 3 clusters
  Score: Raw -5141151.059152 + Penalty 5170.012183 = -5135981.046969
  nChanged 108
		SP:Iteration 48Q (8880.620000 sec): 3 clusters
  Score: Raw -5141180.137882 + Penalty 5170.012183 = -5136010.125699
  nChanged 100
		SP:Iteration 49Q (8880.720000 sec): 3 clusters
  Score: Raw -5141207.674440 + Penalty 5170.012183 = -5136037.662257
  nChanged 93
		SP:Iteration 50Q (8880.810000 sec): 3 clusters
  Score: Raw -5141235.329635 + Penalty 5170.012183 = -5136065.317452
  nChanged 88
		SP:Iteration 51Q (8880.910000 sec): 3 clusters
  Score: Raw -5141260.754151 + Penalty 5170.012183 = -5136090.741968
  nChanged 81
		SP:Iteration 52Q (8881.000000 sec): 3 clusters
  Score: Raw -5141285.776105 + Penalty 5170.012183 = -5136115.763922
  nChanged 77
		SP:Iteration 53Q (8881.100000 sec): 3 clusters
  Score: Raw -5141308.014611 + Penalty 5170.012183 = -5136138.002428
  nChanged 68
		SP:Iteration 54Q (8881.190000 sec): 3 clusters
  Score: Raw -5141324.767893 + Penalty 5170.012183 = -5136154.755710
  nChanged 58
		SP:Iteration 55Q (8881.280000 sec): 3 clusters
  Score: Raw -5141340.902361 + Penalty 5170.012183 = -5136170.890178
  nChanged 53
		SP:Iteration 56Q (8881.370000 sec): 3 clusters
  Score: Raw -5141353.480719 + Penalty 5170.012183 = -5136183.468536
  nChanged 40
		SP:Iteration 57Q (8881.470000 sec): 3 clusters
  Score: Raw -5141364.351727 + Penalty 5170.012183 = -5136194.339544
  nChanged 45
		SP:Iteration 58Q (8881.560000 sec): 3 clusters
  Score: Raw -5141377.600700 + Penalty 5170.012183 = -5136207.588517
  nChanged 47
		SP:Iteration 59Q (8881.650000 sec): 3 clusters
  Score: Raw -5141390.556477 + Penalty 5170.012183 = -5136220.544294
  nChanged 57
		SP:Iteration 60F (8881.770000 sec): 3 clusters
  Score: Raw -5141407.039714 + Penalty 5170.012183 = -5136237.027531
  nChanged 44
		SP:Iteration 61Q (8881.860000 sec): 3 clusters
  Score: Raw -5141420.793940 + Penalty 5170.012183 = -5136250.781757
  nChanged 37
		SP:Iteration 62Q (8881.950000 sec): 3 clusters
  Score: Raw -5141430.557004 + Penalty 5170.012183 = -5136260.544821
  nChanged 36
		SP:Iteration 63Q (8882.050000 sec): 3 clusters
  Score: Raw -5141439.973956 + Penalty 5170.012183 = -5136269.961773
  nChanged 44
		SP:Iteration 64Q (8882.140000 sec): 3 clusters
  Score: Raw -5141450.461630 + Penalty 5170.012183 = -5136280.449447
  nChanged 35
		SP:Iteration 65Q (8882.230000 sec): 3 clusters
  Score: Raw -5141458.733871 + Penalty 5170.012183 = -5136288.721688
  nChanged 34
		SP:Iteration 66Q (8882.320000 sec): 3 clusters
  Score: Raw -5141466.681040 + Penalty 5170.012183 = -5136296.668857
  nChanged 31
		SP:Iteration 67Q (8882.420000 sec): 3 clusters
  Score: Raw -5141475.501919 + Penalty 5170.012183 = -5136305.489736
  nChanged 29
		SP:Iteration 68Q (8882.510000 sec): 3 clusters
  Score: Raw -5141483.039218 + Penalty 5170.012183 = -5136313.027035
  nChanged 15
		SP:Iteration 69Q (8882.610000 sec): 3 clusters
  Score: Raw -5141486.761944 + Penalty 5170.012183 = -5136316.749760
  nChanged 17
		SP:Iteration 70Q (8882.690000 sec): 3 clusters
  Score: Raw -5141491.115748 + Penalty 5170.012183 = -5136321.103565
  nChanged 15
		SP:Iteration 71Q (8882.790000 sec): 3 clusters
  Score: Raw -5141494.267400 + Penalty 5170.012183 = -5136324.255217
  nChanged 20
		SP:Iteration 72Q (8882.880000 sec): 3 clusters
  Score: Raw -5141498.449530 + Penalty 5170.012183 = -5136328.437347
  nChanged 21
		SP:Iteration 73Q (8882.970000 sec): 3 clusters
  Score: Raw -5141502.067434 + Penalty 5170.012183 = -5136332.055251
  nChanged 13
		SP:Iteration 74Q (8883.070000 sec): 3 clusters
  Score: Raw -5141504.981197 + Penalty 5170.012183 = -5136334.969014
  nChanged 11
		SP:Iteration 75Q (8883.150000 sec): 3 clusters
  Score: Raw -5141506.991378 + Penalty 5170.012183 = -5136336.979195
  nChanged 5
		SP:Iteration 76Q (8883.250000 sec): 3 clusters
  Score: Raw -5141507.649281 + Penalty 5170.012183 = -5136337.637098
  nChanged 5
		SP:Iteration 77Q (8883.340000 sec): 3 clusters
  Score: Raw -5141508.530549 + Penalty 5170.012183 = -5136338.518366
  nChanged 3
		SP:Iteration 78Q (8883.430000 sec): 3 clusters
  Score: Raw -5141509.133590 + Penalty 5170.012183 = -5136339.121407
  nChanged 3
		SP:Iteration 79Q (8883.530000 sec): 3 clusters
  Score: Raw -5141509.604751 + Penalty 5170.012183 = -5136339.592568
  nChanged 2
		SP:Iteration 80F (8883.640000 sec): 3 clusters
  Score: Raw -5141509.946288 + Penalty 5170.012183 = -5136339.934105
  nChanged 3
		SP:Iteration 81Q (8883.730000 sec): 3 clusters
  Score: Raw -5141510.393251 + Penalty 5170.012183 = -5136340.381068
  nChanged 1
		SP:Iteration 82Q (8883.820000 sec): 3 clusters
  Score: Raw -5141510.709690 + Penalty 5170.012183 = -5136340.697507
  nChanged 2
		SP:Iteration 83Q (8883.910000 sec): 3 clusters
  Score: Raw -5141511.006975 + Penalty 5170.012183 = -5136340.994792
  nChanged 2
		SP:Iteration 84Q (8884.010000 sec): 3 clusters
  Score: Raw -5141511.678218 + Penalty 5170.012183 = -5136341.666035
  nChanged 4
		SP:Iteration 85Q (8884.090000 sec): 3 clusters
  Score: Raw -5141512.173531 + Penalty 5170.012183 = -5136342.161348
  nChanged 4
		SP:Iteration 86Q (8884.190000 sec): 3 clusters
  Score: Raw -5141512.654371 + Penalty 5170.012183 = -5136342.642188
  nChanged 0
		SP:Iteration 87F (8884.300000 sec): 3 clusters
  Score: Raw -5141512.654371 + Penalty 5170.012183 = -5136342.642188
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.320000 sec): 2 clusters
  Score: Raw -141751.663836 + Penalty 1732.668482 = -140018.995354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.330000 sec): 3 clusters
  Score: Raw -141503.701203 + Penalty 3465.336964 = -138038.364239
  nChanged 311
		SP:Iteration 1F (8884.330000 sec): 3 clusters
  Score: Raw -141861.901028 + Penalty 3465.336964 = -138396.564064
  nChanged 68
		SP:Iteration 2F (8884.330000 sec): 3 clusters
  Score: Raw -141953.747693 + Penalty 3465.336964 = -138488.410729
  nChanged 41
		SP:Iteration 3Q (8884.340000 sec): 3 clusters
  Score: Raw -142016.761911 + Penalty 3465.336964 = -138551.424947
  nChanged 32
		SP:Iteration 4Q (8884.340000 sec): 3 clusters
  Score: Raw -142058.689031 + Penalty 3465.336964 = -138593.352067
  nChanged 25
		SP:Iteration 5Q (8884.350000 sec): 3 clusters
  Score: Raw -142117.567097 + Penalty 3465.336964 = -138652.230133
  nChanged 27
		SP:Iteration 6Q (8884.350000 sec): 3 clusters
  Score: Raw -142163.836216 + Penalty 3465.336964 = -138698.499252
  nChanged 22
		SP:Iteration 7Q (8884.350000 sec): 3 clusters
  Score: Raw -142199.536890 + Penalty 3465.336964 = -138734.199926
  nChanged 21
		SP:Iteration 8Q (8884.350000 sec): 3 clusters
  Score: Raw -142232.754162 + Penalty 3465.336964 = -138767.417198
  nChanged 23
		SP:Iteration 9Q (8884.360000 sec): 3 clusters
  Score: Raw -142275.524751 + Penalty 3465.336964 = -138810.187787
  nChanged 17
		SP:Iteration 10Q (8884.360000 sec): 3 clusters
  Score: Raw -142300.389613 + Penalty 3465.336964 = -138835.052649
  nChanged 7
		SP:Iteration 11Q (8884.370000 sec): 3 clusters
  Score: Raw -142307.494651 + Penalty 3465.336964 = -138842.157687
  nChanged 5
		SP:Iteration 12Q (8884.370000 sec): 3 clusters
  Score: Raw -142313.384500 + Penalty 3465.336964 = -138848.047536
  nChanged 5
		SP:Iteration 13Q (8884.370000 sec): 3 clusters
  Score: Raw -142321.164571 + Penalty 3465.336964 = -138855.827608
  nChanged 5
		SP:Iteration 14Q (8884.370000 sec): 3 clusters
  Score: Raw -142334.072457 + Penalty 3465.336964 = -138868.735493
  nChanged 7
		SP:Iteration 15Q (8884.380000 sec): 3 clusters
  Score: Raw -142354.092159 + Penalty 3465.336964 = -138888.755195
  nChanged 8
		SP:Iteration 16Q (8884.380000 sec): 3 clusters
  Score: Raw -142368.356303 + Penalty 3465.336964 = -138903.019339
  nChanged 4
		SP:Iteration 17Q (8884.390000 sec): 3 clusters
  Score: Raw -142374.496461 + Penalty 3465.336964 = -138909.159498
  nChanged 6
		SP:Iteration 18Q (8884.390000 sec): 3 clusters
  Score: Raw -142381.078459 + Penalty 3465.336964 = -138915.741495
  nChanged 2
		SP:Iteration 19Q (8884.390000 sec): 3 clusters
  Score: Raw -142382.549225 + Penalty 3465.336964 = -138917.212261
  nChanged 2
		SP:Iteration 20F (8884.400000 sec): 3 clusters
  Score: Raw -142384.791994 + Penalty 3465.336964 = -138919.455030
  nChanged 3
		SP:Iteration 21Q (8884.400000 sec): 3 clusters
  Score: Raw -142387.625431 + Penalty 3465.336964 = -138922.288468
  nChanged 1
		SP:Iteration 22Q (8884.400000 sec): 3 clusters
  Score: Raw -142388.895460 + Penalty 3465.336964 = -138923.558496
  nChanged 1
		SP:Iteration 23Q (8884.410000 sec): 3 clusters
  Score: Raw -142389.493575 + Penalty 3465.336964 = -138924.156611
  nChanged 1
		SP:Iteration 24Q (8884.410000 sec): 3 clusters
  Score: Raw -142390.999096 + Penalty 3465.336964 = -138925.662132
  nChanged 3
		SP:Iteration 25Q (8884.410000 sec): 3 clusters
  Score: Raw -142393.123170 + Penalty 3465.336964 = -138927.786206
  nChanged 1
		SP:Iteration 26Q (8884.420000 sec): 3 clusters
  Score: Raw -142394.597599 + Penalty 3465.336964 = -138929.260635
  nChanged 3
		SP:Iteration 27Q (8884.420000 sec): 3 clusters
  Score: Raw -142403.187684 + Penalty 3465.336964 = -138937.850721
  nChanged 3
		SP:Iteration 28Q (8884.420000 sec): 3 clusters
  Score: Raw -142404.745413 + Penalty 3465.336964 = -138939.408449
  nChanged 1
		SP:Iteration 29Q (8884.430000 sec): 3 clusters
  Score: Raw -142405.554360 + Penalty 3465.336964 = -138940.217396
  nChanged 1
		SP:Iteration 30Q (8884.430000 sec): 3 clusters
  Score: Raw -142406.695245 + Penalty 3465.336964 = -138941.358281
  nChanged 1
		SP:Iteration 31Q (8884.430000 sec): 3 clusters
  Score: Raw -142408.727032 + Penalty 3465.336964 = -138943.390068
  nChanged 2
		SP:Iteration 32Q (8884.440000 sec): 3 clusters
  Score: Raw -142411.688265 + Penalty 3465.336964 = -138946.351301
  nChanged 3
		SP:Iteration 33Q (8884.440000 sec): 3 clusters
  Score: Raw -142416.064264 + Penalty 3465.336964 = -138950.727300
  nChanged 4
		SP:Iteration 34Q (8884.440000 sec): 3 clusters
  Score: Raw -142421.052951 + Penalty 3465.336964 = -138955.715987
  nChanged 3
		SP:Iteration 35Q (8884.450000 sec): 3 clusters
  Score: Raw -142423.884320 + Penalty 3465.336964 = -138958.547356
  nChanged 2
		SP:Iteration 36Q (8884.450000 sec): 3 clusters
  Score: Raw -142424.890984 + Penalty 3465.336964 = -138959.554020
  nChanged 1
		SP:Iteration 37Q (8884.450000 sec): 3 clusters
  Score: Raw -142426.072700 + Penalty 3465.336964 = -138960.735736
  nChanged 1
		SP:Iteration 38Q (8884.450000 sec): 3 clusters
  Score: Raw -142426.646306 + Penalty 3465.336964 = -138961.309342
  nChanged 2
		SP:Iteration 39Q (8884.460000 sec): 3 clusters
  Score: Raw -142427.946387 + Penalty 3465.336964 = -138962.609423
  nChanged 1
		SP:Iteration 40F (8884.460000 sec): 3 clusters
  Score: Raw -142428.126218 + Penalty 3465.336964 = -138962.789254
  nChanged 1
		SP:Iteration 41Q (8884.470000 sec): 3 clusters
  Score: Raw -142429.450216 + Penalty 3465.336964 = -138964.113252
  nChanged 0
		SP:Iteration 42F (8884.470000 sec): 3 clusters
  Score: Raw -142429.450216 + Penalty 3465.336964 = -138964.113252
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.470000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.470000 sec): 3 clusters
  Score: Raw -31540.208994 + Penalty 2705.839273 = -28834.369721
  nChanged 27
		SP:Iteration 1F (8884.470000 sec): 3 clusters
  Score: Raw -31665.470840 + Penalty 2705.839273 = -28959.631567
  nChanged 9
		SP:Iteration 2Q (8884.470000 sec): 3 clusters
  Score: Raw -31721.577326 + Penalty 2705.839273 = -29015.738053
  nChanged 4
		SP:Iteration 3Q (8884.480000 sec): 3 clusters
  Score: Raw -31765.121038 + Penalty 2705.839273 = -29059.281765
  nChanged 5
		SP:Iteration 4Q (8884.480000 sec): 3 clusters
  Score: Raw -31799.268846 + Penalty 2705.839273 = -29093.429572
  nChanged 6
		SP:Iteration 5Q (8884.480000 sec): 3 clusters
  Score: Raw -31841.571213 + Penalty 2705.839273 = -29135.731939
  nChanged 3
		SP:Iteration 6Q (8884.480000 sec): 3 clusters
  Score: Raw -31856.589255 + Penalty 2705.839273 = -29150.749982
  nChanged 0
		SP:Iteration 7F (8884.480000 sec): 3 clusters
  Score: Raw -31856.589255 + Penalty 2705.839273 = -29150.749982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.480000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.490000 sec): 3 clusters
  Score: Raw -77806.112013 + Penalty 3172.049753 = -74634.062260
  nChanged 137
		SP:Iteration 1F (8884.490000 sec): 3 clusters
  Score: Raw -78207.810089 + Penalty 3172.049753 = -75035.760337
  nChanged 49
		SP:Iteration 2F (8884.490000 sec): 3 clusters
  Score: Raw -78362.988096 + Penalty 3172.049753 = -75190.938344
  nChanged 30
		SP:Iteration 3F (8884.490000 sec): 3 clusters
  Score: Raw -78461.224149 + Penalty 3172.049753 = -75289.174397
  nChanged 23
		SP:Iteration 4Q (8884.490000 sec): 3 clusters
  Score: Raw -78542.825409 + Penalty 3172.049753 = -75370.775656
  nChanged 16
		SP:Iteration 5Q (8884.490000 sec): 3 clusters
  Score: Raw -78643.817780 + Penalty 3172.049753 = -75471.768028
  nChanged 16
		SP:Iteration 6Q (8884.500000 sec): 3 clusters
  Score: Raw -78704.199928 + Penalty 3172.049753 = -75532.150176
  nChanged 12
		SP:Iteration 7Q (8884.500000 sec): 3 clusters
  Score: Raw -78740.752481 + Penalty 3172.049753 = -75568.702728
  nChanged 7
		SP:Iteration 8Q (8884.500000 sec): 3 clusters
  Score: Raw -78779.711142 + Penalty 3172.049753 = -75607.661389
  nChanged 4
		SP:Iteration 9Q (8884.500000 sec): 3 clusters
  Score: Raw -78792.231129 + Penalty 3172.049753 = -75620.181376
  nChanged 0
		SP:Iteration 10F (8884.500000 sec): 3 clusters
  Score: Raw -78792.231129 + Penalty 3172.049753 = -75620.181376
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.510000 sec): 2 clusters
  Score: Raw -24575.550785 + Penalty 1363.297720 = -23212.253065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.510000 sec): 3 clusters
  Score: Raw -24796.829903 + Penalty 2726.595440 = -22070.234464
  nChanged 29
		SP:Iteration 1F (8884.510000 sec): 3 clusters
  Score: Raw -25052.257997 + Penalty 2726.595440 = -22325.662557
  nChanged 12
		SP:Iteration 2Q (8884.510000 sec): 3 clusters
  Score: Raw -25254.389549 + Penalty 2726.595440 = -22527.794110
  nChanged 6
		SP:Iteration 3Q (8884.510000 sec): 3 clusters
  Score: Raw -25281.744649 + Penalty 2726.595440 = -22555.149209
  nChanged 6
		SP:Iteration 4Q (8884.510000 sec): 3 clusters
  Score: Raw -25327.146646 + Penalty 2726.595440 = -22600.551206
  nChanged 3
		SP:Iteration 5Q (8884.510000 sec): 3 clusters
  Score: Raw -25351.889583 + Penalty 2726.595440 = -22625.294144
  nChanged 5
		SP:Iteration 6Q (8884.510000 sec): 3 clusters
  Score: Raw -25401.595651 + Penalty 2726.595440 = -22675.000211
  nChanged 0
		SP:Iteration 7F (8884.510000 sec): 3 clusters
  Score: Raw -25401.595651 + Penalty 2726.595440 = -22675.000211
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.510000 sec): 2 clusters
  Score: Raw -33339.247056 + Penalty 1391.149005 = -31948.098051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.520000 sec): 3 clusters
  Score: Raw -33576.708366 + Penalty 2782.298010 = -30794.410355
  nChanged 44
		SP:Iteration 1F (8884.520000 sec): 3 clusters
  Score: Raw -33852.980955 + Penalty 2782.298010 = -31070.682945
  nChanged 11
		SP:Iteration 2Q (8884.520000 sec): 3 clusters
  Score: Raw -33899.365862 + Penalty 2782.298010 = -31117.067851
  nChanged 4
		SP:Iteration 3Q (8884.520000 sec): 3 clusters
  Score: Raw -33922.773349 + Penalty 2782.298010 = -31140.475338
  nChanged 3
		SP:Iteration 4Q (8884.520000 sec): 3 clusters
  Score: Raw -33947.356209 + Penalty 2782.298010 = -31165.058198
  nChanged 6
		SP:Iteration 5Q (8884.520000 sec): 3 clusters
  Score: Raw -33976.037060 + Penalty 2782.298010 = -31193.739049
  nChanged 2
		SP:Iteration 6Q (8884.520000 sec): 3 clusters
  Score: Raw -33984.859424 + Penalty 2782.298010 = -31202.561414
  nChanged 2
		SP:Iteration 7Q (8884.520000 sec): 3 clusters
  Score: Raw -34000.674857 + Penalty 2782.298010 = -31218.376847
  nChanged 2
		SP:Iteration 8Q (8884.520000 sec): 3 clusters
  Score: Raw -34021.593083 + Penalty 2782.298010 = -31239.295073
  nChanged 3
		SP:Iteration 9Q (8884.530000 sec): 3 clusters
  Score: Raw -34046.766030 + Penalty 2782.298010 = -31264.468019
  nChanged 2
		SP:Iteration 10Q (8884.530000 sec): 3 clusters
  Score: Raw -34070.893723 + Penalty 2782.298010 = -31288.595712
  nChanged 1
		SP:Iteration 11Q (8884.530000 sec): 3 clusters
  Score: Raw -34076.248803 + Penalty 2782.298010 = -31293.950792
  nChanged 1
		SP:Iteration 12Q (8884.530000 sec): 3 clusters
  Score: Raw -34083.310578 + Penalty 2782.298010 = -31301.012567
  nChanged 0
		SP:Iteration 13F (8884.530000 sec): 3 clusters
  Score: Raw -34083.310578 + Penalty 2782.298010 = -31301.012567
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (220 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.530000 sec): 2 clusters
  Score: Raw -29705.057368 + Penalty 1337.619631 = -28367.437737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.530000 sec): 3 clusters
  Score: Raw -29914.924859 + Penalty 2675.239263 = -27239.685596
  nChanged 23
		SP:Iteration 1F (8884.530000 sec): 3 clusters
  Score: Raw -30008.323905 + Penalty 2675.239263 = -27333.084642
  nChanged 7
		SP:Iteration 2Q (8884.530000 sec): 3 clusters
  Score: Raw -30040.975868 + Penalty 2675.239263 = -27365.736605
  nChanged 1
		SP:Iteration 3Q (8884.530000 sec): 3 clusters
  Score: Raw -30051.040250 + Penalty 2675.239263 = -27375.800987
  nChanged 2
		SP:Iteration 4Q (8884.530000 sec): 3 clusters
  Score: Raw -30067.859326 + Penalty 2675.239263 = -27392.620063
  nChanged 0
		SP:Iteration 5F (8884.530000 sec): 3 clusters
  Score: Raw -30067.859326 + Penalty 2675.239263 = -27392.620063
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.540000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.540000 sec): 3 clusters
  Score: Raw -55091.375993 + Penalty 2975.472535 = -52115.903458
  nChanged 60
		SP:Iteration 1F (8884.540000 sec): 3 clusters
  Score: Raw -55236.171269 + Penalty 2975.472535 = -52260.698734
  nChanged 24
		SP:Iteration 2F (8884.540000 sec): 3 clusters
  Score: Raw -55310.987915 + Penalty 2975.472535 = -52335.515381
  nChanged 14
		SP:Iteration 3Q (8884.540000 sec): 3 clusters
  Score: Raw -55355.184429 + Penalty 2975.472535 = -52379.711894
  nChanged 7
		SP:Iteration 4Q (8884.550000 sec): 3 clusters
  Score: Raw -55374.608150 + Penalty 2975.472535 = -52399.135615
  nChanged 3
		SP:Iteration 5Q (8884.550000 sec): 3 clusters
  Score: Raw -55384.317005 + Penalty 2975.472535 = -52408.844470
  nChanged 1
		SP:Iteration 6Q (8884.550000 sec): 3 clusters
  Score: Raw -55386.613597 + Penalty 2975.472535 = -52411.141062
  nChanged 0
		SP:Iteration 7F (8884.550000 sec): 3 clusters
  Score: Raw -55386.613597 + Penalty 2975.472535 = -52411.141062
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.550000 sec): 2 clusters
  Score: Raw -17577.559976 + Penalty 1308.972435 = -16268.587541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.550000 sec): 3 clusters
  Score: Raw -18116.419310 + Penalty 2617.944871 = -15498.474439
  nChanged 25
		SP:Iteration 1F (8884.550000 sec): 3 clusters
  Score: Raw -18229.842877 + Penalty 2617.944871 = -15611.898006
  nChanged 11
		SP:Iteration 2F (8884.550000 sec): 3 clusters
  Score: Raw -18306.634345 + Penalty 2617.944871 = -15688.689474
  nChanged 4
		SP:Iteration 3Q (8884.550000 sec): 3 clusters
  Score: Raw -18332.667239 + Penalty 2617.944871 = -15714.722368
  nChanged 3
		SP:Iteration 4Q (8884.550000 sec): 3 clusters
  Score: Raw -18343.337190 + Penalty 2617.944871 = -15725.392319
  nChanged 4
		SP:Iteration 5Q (8884.550000 sec): 3 clusters
  Score: Raw -18354.784423 + Penalty 2617.944871 = -15736.839552
  nChanged 3
		SP:Iteration 6Q (8884.560000 sec): 3 clusters
  Score: Raw -18370.396225 + Penalty 2617.944871 = -15752.451354
  nChanged 5
		SP:Iteration 7Q (8884.560000 sec): 3 clusters
  Score: Raw -18395.376031 + Penalty 2617.944871 = -15777.431160
  nChanged 1
		SP:Iteration 8Q (8884.560000 sec): 3 clusters
  Score: Raw -18401.097506 + Penalty 2617.944871 = -15783.152635
  nChanged 1
		SP:Iteration 9Q (8884.560000 sec): 3 clusters
  Score: Raw -18406.665959 + Penalty 2617.944871 = -15788.721088
  nChanged 1
		SP:Iteration 10Q (8884.560000 sec): 3 clusters
  Score: Raw -18414.075544 + Penalty 2617.944871 = -15796.130673
  nChanged 2
		SP:Iteration 11Q (8884.560000 sec): 3 clusters
  Score: Raw -18455.956512 + Penalty 2617.944871 = -15838.011641
  nChanged 0
		SP:Iteration 12F (8884.560000 sec): 3 clusters
  Score: Raw -18458.530363 + Penalty 2617.944871 = -15840.585492
  nChanged 1
		SP:Iteration 13Q (8884.560000 sec): 3 clusters
  Score: Raw -18464.594863 + Penalty 2617.944871 = -15846.649992
  nChanged 0
		SP:Iteration 14F (8884.560000 sec): 3 clusters
  Score: Raw -18464.594863 + Penalty 2617.944871 = -15846.649992
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.560000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.570000 sec): 3 clusters
  Score: Raw -29585.568490 + Penalty 2686.385799 = -26899.182690
  nChanged 20
		SP:Iteration 1F (8884.570000 sec): 3 clusters
  Score: Raw -29684.607558 + Penalty 2686.385799 = -26998.221759
  nChanged 5
		SP:Iteration 2Q (8884.570000 sec): 3 clusters
  Score: Raw -29703.741175 + Penalty 2686.385799 = -27017.355375
  nChanged 1
		SP:Iteration 3Q (8884.570000 sec): 3 clusters
  Score: Raw -29705.315768 + Penalty 2686.385799 = -27018.929969
  nChanged 0
		SP:Iteration 4F (8884.570000 sec): 3 clusters
  Score: Raw -29705.315768 + Penalty 2686.385799 = -27018.929969
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.570000 sec): 2 clusters
  Score: Raw -46074.767155 + Penalty 1447.033063 = -44627.734092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.570000 sec): 3 clusters
  Score: Raw -46272.695384 + Penalty 2894.066126 = -43378.629259
  nChanged 63
		SP:Iteration 1F (8884.570000 sec): 3 clusters
  Score: Raw -46472.451785 + Penalty 2894.066126 = -43578.385660
  nChanged 18
		SP:Iteration 2F (8884.570000 sec): 3 clusters
  Score: Raw -46517.852207 + Penalty 2894.066126 = -43623.786081
  nChanged 8
		SP:Iteration 3Q (8884.570000 sec): 3 clusters
  Score: Raw -46546.351644 + Penalty 2894.066126 = -43652.285518
  nChanged 4
		SP:Iteration 4Q (8884.580000 sec): 3 clusters
  Score: Raw -46578.044619 + Penalty 2894.066126 = -43683.978493
  nChanged 2
		SP:Iteration 5Q (8884.580000 sec): 3 clusters
  Score: Raw -46585.992032 + Penalty 2894.066126 = -43691.925907
  nChanged 0
		SP:Iteration 6F (8884.580000 sec): 3 clusters
  Score: Raw -46585.992032 + Penalty 2894.066126 = -43691.925907
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.580000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.580000 sec): 3 clusters
  Score: Raw -55254.616734 + Penalty 3005.325105 = -52249.291629
  nChanged 75
		SP:Iteration 1F (8884.590000 sec): 3 clusters
  Score: Raw -55434.704833 + Penalty 3005.325105 = -52429.379728
  nChanged 26
		SP:Iteration 2F (8884.590000 sec): 3 clusters
  Score: Raw -55514.275846 + Penalty 3005.325105 = -52508.950741
  nChanged 17
		SP:Iteration 3Q (8884.590000 sec): 3 clusters
  Score: Raw -55609.800749 + Penalty 3005.325105 = -52604.475644
  nChanged 13
		SP:Iteration 4Q (8884.590000 sec): 3 clusters
  Score: Raw -55694.062391 + Penalty 3005.325105 = -52688.737286
  nChanged 17
		SP:Iteration 5Q (8884.590000 sec): 3 clusters
  Score: Raw -55763.096586 + Penalty 3005.325105 = -52757.771481
  nChanged 14
		SP:Iteration 6Q (8884.590000 sec): 3 clusters
  Score: Raw -55817.084732 + Penalty 3005.325105 = -52811.759627
  nChanged 12
		SP:Iteration 7Q (8884.590000 sec): 3 clusters
  Score: Raw -55875.300665 + Penalty 3005.325105 = -52869.975560
  nChanged 10
		SP:Iteration 8Q (8884.590000 sec): 3 clusters
  Score: Raw -55909.943875 + Penalty 3005.325105 = -52904.618770
  nChanged 4
		SP:Iteration 9Q (8884.600000 sec): 3 clusters
  Score: Raw -55927.960670 + Penalty 3005.325105 = -52922.635565
  nChanged 5
		SP:Iteration 10Q (8884.600000 sec): 3 clusters
  Score: Raw -55946.483255 + Penalty 3005.325105 = -52941.158150
  nChanged 5
		SP:Iteration 11Q (8884.600000 sec): 3 clusters
  Score: Raw -55962.929080 + Penalty 3005.325105 = -52957.603975
  nChanged 3
		SP:Iteration 12Q (8884.600000 sec): 3 clusters
  Score: Raw -55970.818807 + Penalty 3005.325105 = -52965.493702
  nChanged 0
		SP:Iteration 13F (8884.600000 sec): 3 clusters
  Score: Raw -55970.818807 + Penalty 3005.325105 = -52965.493702
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 39 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.600000 sec): 2 clusters
  Score: Raw -22896.629861 + Penalty 1287.853299 = -21608.776562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.610000 sec): 3 clusters
  Score: Raw -23174.922207 + Penalty 2575.706598 = -20599.215609
  nChanged 16
		SP:Iteration 1F (8884.610000 sec): 3 clusters
  Score: Raw -23241.219279 + Penalty 2575.706598 = -20665.512681
  nChanged 3
		SP:Iteration 2Q (8884.610000 sec): 3 clusters
  Score: Raw -23252.115778 + Penalty 2575.706598 = -20676.409180
  nChanged 1
		SP:Iteration 3Q (8884.610000 sec): 3 clusters
  Score: Raw -23256.066069 + Penalty 2575.706598 = -20680.359471
  nChanged 0
		SP:Iteration 4F (8884.610000 sec): 3 clusters
  Score: Raw -23256.066069 + Penalty 2575.706598 = -20680.359471
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.610000 sec): 2 clusters
  Score: Raw -68690.960353 + Penalty 1547.104507 = -67143.855846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.610000 sec): 3 clusters
  Score: Raw -68720.639017 + Penalty 3094.209014 = -65626.430003
  nChanged 90
		SP:Iteration 1F (8884.610000 sec): 3 clusters
  Score: Raw -68880.815630 + Penalty 3094.209014 = -65786.606616
  nChanged 28
		SP:Iteration 2F (8884.610000 sec): 3 clusters
  Score: Raw -68943.511037 + Penalty 3094.209014 = -65849.302023
  nChanged 14
		SP:Iteration 3Q (8884.620000 sec): 3 clusters
  Score: Raw -68976.459607 + Penalty 3094.209014 = -65882.250593
  nChanged 19
		SP:Iteration 4Q (8884.620000 sec): 3 clusters
  Score: Raw -69025.518970 + Penalty 3094.209014 = -65931.309956
  nChanged 10
		SP:Iteration 5Q (8884.620000 sec): 3 clusters
  Score: Raw -69049.527111 + Penalty 3094.209014 = -65955.318097
  nChanged 8
		SP:Iteration 6Q (8884.620000 sec): 3 clusters
  Score: Raw -69067.883847 + Penalty 3094.209014 = -65973.674833
  nChanged 6
		SP:Iteration 7Q (8884.630000 sec): 3 clusters
  Score: Raw -69079.671214 + Penalty 3094.209014 = -65985.462200
  nChanged 4
		SP:Iteration 8Q (8884.630000 sec): 3 clusters
  Score: Raw -69086.567879 + Penalty 3094.209014 = -65992.358865
  nChanged 2
		SP:Iteration 9Q (8884.630000 sec): 3 clusters
  Score: Raw -69091.301592 + Penalty 3094.209014 = -65997.092578
  nChanged 4
		SP:Iteration 10Q (8884.630000 sec): 3 clusters
  Score: Raw -69097.756293 + Penalty 3094.209014 = -66003.547279
  nChanged 3
		SP:Iteration 11Q (8884.630000 sec): 3 clusters
  Score: Raw -69103.740277 + Penalty 3094.209014 = -66009.531263
  nChanged 3
		SP:Iteration 12Q (8884.630000 sec): 3 clusters
  Score: Raw -69113.080245 + Penalty 3094.209014 = -66018.871231
  nChanged 0
		SP:Iteration 13F (8884.630000 sec): 3 clusters
  Score: Raw -69113.080245 + Penalty 3094.209014 = -66018.871231
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.630000 sec): 2 clusters
  Score: Raw -17507.566419 + Penalty 1347.563057 = -16160.003362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.630000 sec): 3 clusters
  Score: Raw -18008.907466 + Penalty 2695.126114 = -15313.781353
  nChanged 57
		SP:Iteration 1F (8884.630000 sec): 3 clusters
  Score: Raw -18473.797594 + Penalty 2695.126114 = -15778.671480
  nChanged 14
		SP:Iteration 2F (8884.630000 sec): 3 clusters
  Score: Raw -18691.398484 + Penalty 2695.126114 = -15996.272371
  nChanged 5
		SP:Iteration 3Q (8884.640000 sec): 3 clusters
  Score: Raw -18738.433629 + Penalty 2695.126114 = -16043.307516
  nChanged 3
		SP:Iteration 4Q (8884.640000 sec): 3 clusters
  Score: Raw -18759.225230 + Penalty 2695.126114 = -16064.099116
  nChanged 2
		SP:Iteration 5Q (8884.640000 sec): 3 clusters
  Score: Raw -18808.069482 + Penalty 2695.126114 = -16112.943369
  nChanged 1
		SP:Iteration 6Q (8884.640000 sec): 3 clusters
  Score: Raw -18813.896704 + Penalty 2695.126114 = -16118.770591
  nChanged 0
		SP:Iteration 7F (8884.640000 sec): 3 clusters
  Score: Raw -18813.896704 + Penalty 2695.126114 = -16118.770591
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 42 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.640000 sec): 2 clusters
  Score: Raw -25518.930557 + Penalty 1352.919637 = -24166.010921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.640000 sec): 3 clusters
  Score: Raw -25716.804080 + Penalty 2705.839273 = -23010.964807
  nChanged 28
		SP:Iteration 1F (8884.640000 sec): 3 clusters
  Score: Raw -25817.792405 + Penalty 2705.839273 = -23111.953132
  nChanged 9
		SP:Iteration 2Q (8884.650000 sec): 3 clusters
  Score: Raw -25852.872079 + Penalty 2705.839273 = -23147.032805
  nChanged 4
		SP:Iteration 3Q (8884.650000 sec): 3 clusters
  Score: Raw -25868.637146 + Penalty 2705.839273 = -23162.797872
  nChanged 2
		SP:Iteration 4Q (8884.650000 sec): 3 clusters
  Score: Raw -25877.635149 + Penalty 2705.839273 = -23171.795876
  nChanged 1
		SP:Iteration 5Q (8884.650000 sec): 3 clusters
  Score: Raw -25879.995558 + Penalty 2705.839273 = -23174.156285
  nChanged 2
		SP:Iteration 6Q (8884.650000 sec): 3 clusters
  Score: Raw -25884.621517 + Penalty 2705.839273 = -23178.782243
  nChanged 0
		SP:Iteration 7F (8884.650000 sec): 3 clusters
  Score: Raw -25884.621517 + Penalty 2705.839273 = -23178.782243
  nChanged 0
------ Evaluating fit on full set of 2436854 points ------
  Score: Raw -352963265.928084 + Penalty 149532.828906 = -352813733.099179
Time taken for this iteration:5363.960000 seconds.
 21->42 Clusters: Score -352813733.099179, best is -352692473.313345
THE BEST YET!

Main iterations: 0 (time per iteration =inf ms)
Total iterations: 19262 (time per iteration =470.042381 ms)

Def. Iteration metric 2:
Iteration_metric2 += (scalar)(nDims*nDims)*(scalar)(nPoints)
Iterations metric 2: 1108911224700.000000 (time per metric unit =8.164726ns)

Def. Iteration metric 3:
Iteration_metric3 += (scalar)(nDims*nDims)*(scalar)(nDims*nPoints)
Iterations metric 3: 33267336741000.000000 (time per metric unit=272.157535ps)

That took 9053.956351 seconds.
warning: commands will be executed using /bin/sh
job 5521 at Sun Apr  5 21:03:00 2015
FileBase	/isis1/Yuta/YutaData/YutaMouse32-150319/YutaMouse32-150319
ElecNo	3
UseFeatures	11111111111111111111111111111100000
DropLastNFeatures	0
UseDistributional	0
MaskStarts	500
MinClusters	20
MaxClusters	21
MaxPossibleClusters	200
nStarts	1
StartCluFile	
SplitEvery	40
SplitFirst	20
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
FullStepEvery	20
MaxIter	10000
RandomSeed	1
Debug	0
SplitInfo	1
Verbose	1
DistDump	0
DistThresh	6.907755
ChangedThresh	0.050000
Log	1
SaveTempCluEveryIter	0
Screen	1
PriorPoint	1
SaveSorted	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
RamLimitGB	-1.000000
AlwaysSplitBimodal	1
PointsForClusterMask	10.000000
MinMaskOverlap	0.000000
help	0
WARNING: You have chosen not to set a RAM limit, this may cause problems.
This run is expected to use between 9.08 and 13.62 GB of RAM.
Memory request: 4.54 GB would take us to total of 4.54 GB.
----------------------------------------------------------
Loaded 2436854 data points of dimension 30.
MEMO: A lower score indicates a better clustering 
 
Starting from 20 clusters...
Memory request: 1.51 GB would take us to total of 6.05 GB.
------ Running on subset of 812284 points ------
	SP: Assigned 20 initial classes randomly.
Deleting Class 11 (3160 points): Lose 1018.863460 but Gain 3374.686117
Iteration 0F (55.100000 sec): 19 clusters
  Score: Raw -109271146.625646 + Penalty 60744.350111 = -109210402.275534
  nChanged 768857
Deleting Class 2 (2397 points): Lose 2383.742902 but Gain 3374.686117
Iteration 1F (74.810000 sec): 18 clusters
  Score: Raw -115741614.441580 + Penalty 57369.663994 = -115684244.777586
  nChanged 264186
Deleting Class 3 (1875 points): Lose 2636.347275 but Gain 3374.686117
Iteration 2F (93.430000 sec): 17 clusters
  Score: Raw -116291989.224267 + Penalty 53994.977877 = -116237994.246390
  nChanged 157607
Deleting Class 6 (1877 points): Lose 2025.282323 but Gain 3374.686117
Iteration 3F (111.080000 sec): 16 clusters
  Score: Raw -116540239.590471 + Penalty 50620.291759 = -116489619.298711
  nChanged 99389
Iteration 4F (127.710000 sec): 16 clusters
  Score: Raw -116735699.566980 + Penalty 50620.291759 = -116685079.275221
  nChanged 77577
Iteration 5F (144.310000 sec): 16 clusters
  Score: Raw -117042771.226616 + Penalty 50620.291759 = -116992150.934856
  nChanged 63532
Iteration 6F (160.830000 sec): 16 clusters
  Score: Raw -117150722.424220 + Penalty 50620.291759 = -117100102.132460
  nChanged 51002
Iteration 7F (177.770000 sec): 16 clusters
  Score: Raw -117226441.635106 + Penalty 50620.291759 = -117175821.343347
  nChanged 43721
Iteration 8F (195.430000 sec): 16 clusters
  Score: Raw -117283179.834626 + Penalty 50620.291759 = -117232559.542866
  nChanged 38110
Iteration 9Q (202.220000 sec): 16 clusters
  Score: Raw -117321844.406074 + Penalty 50620.291759 = -117271224.114315
  nChanged 32122
Iteration 10Q (209.200000 sec): 16 clusters
  Score: Raw -117343703.108770 + Penalty 50620.291759 = -117293082.817011
  nChanged 27469
Iteration 11Q (215.480000 sec): 16 clusters
  Score: Raw -117359686.530270 + Penalty 50620.291759 = -117309066.238511
  nChanged 23637
Iteration 12Q (221.400000 sec): 16 clusters
  Score: Raw -117371966.351875 + Penalty 50620.291759 = -117321346.060116
  nChanged 19881
Iteration 13Q (227.240000 sec): 16 clusters
  Score: Raw -117380760.163007 + Penalty 50620.291759 = -117330139.871247
  nChanged 16325
Iteration 14Q (232.970000 sec): 16 clusters
  Score: Raw -117386205.531779 + Penalty 50620.291759 = -117335585.240020
  nChanged 13005
Iteration 15Q (238.630000 sec): 16 clusters
  Score: Raw -117389477.497215 + Penalty 50620.291759 = -117338857.205456
  nChanged 10649
Iteration 16Q (244.230000 sec): 16 clusters
  Score: Raw -117391553.154612 + Penalty 50620.291759 = -117340932.862852
  nChanged 8842
Iteration 17Q (249.820000 sec): 16 clusters
  Score: Raw -117392954.465397 + Penalty 50620.291759 = -117342334.173637
  nChanged 7442
Iteration 18Q (255.380000 sec): 16 clusters
  Score: Raw -117393979.526973 + Penalty 50620.291759 = -117343359.235213
  nChanged 6430
Iteration 19Q (260.940000 sec): 16 clusters
  Score: Raw -117394767.004331 + Penalty 50620.291759 = -117344146.712572
  nChanged 5615
Writing temp clu file 
Because OldScore, -117343359.235213, is greater than current (better) Score,-117344146.712572 
 Compute initial score before splitting:   Score: Raw -117394767.004331 + Penalty 50620.291759 = -117344146.712572
Memory request: 0.01 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (2341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (261.080000 sec): 2 clusters
  Score: Raw -339015.487845 + Penalty 1924.066700 = -337091.421145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (261.090000 sec): 3 clusters
  Score: Raw -338153.813646 + Penalty 3848.133400 = -334305.680246
  nChanged 777
		SP:Iteration 1F (261.090000 sec): 3 clusters
  Score: Raw -338918.802037 + Penalty 3848.133400 = -335070.668638
  nChanged 230
		SP:Iteration 2F (261.110000 sec): 3 clusters
  Score: Raw -339343.151311 + Penalty 3848.133400 = -335495.017911
  nChanged 192
		SP:Iteration 3F (261.110000 sec): 3 clusters
  Score: Raw -339709.805703 + Penalty 3848.133400 = -335861.672303
  nChanged 167
		SP:Iteration 4F (261.120000 sec): 3 clusters
  Score: Raw -340107.716501 + Penalty 3848.133400 = -336259.583101
  nChanged 163
		SP:Iteration 5F (261.130000 sec): 3 clusters
  Score: Raw -340541.137327 + Penalty 3848.133400 = -336693.003927
  nChanged 152
		SP:Iteration 6F (261.150000 sec): 3 clusters
  Score: Raw -340906.040628 + Penalty 3848.133400 = -337057.907228
  nChanged 116
		SP:Iteration 7Q (261.160000 sec): 3 clusters
  Score: Raw -341233.785403 + Penalty 3848.133400 = -337385.652003
  nChanged 75
		SP:Iteration 8Q (261.160000 sec): 3 clusters
  Score: Raw -341430.115429 + Penalty 3848.133400 = -337581.982029
  nChanged 56
		SP:Iteration 9Q (261.170000 sec): 3 clusters
  Score: Raw -341541.970691 + Penalty 3848.133400 = -337693.837291
  nChanged 47
		SP:Iteration 10Q (261.180000 sec): 3 clusters
  Score: Raw -341642.567784 + Penalty 3848.133400 = -337794.434384
  nChanged 59
		SP:Iteration 11Q (261.180000 sec): 3 clusters
  Score: Raw -341842.666046 + Penalty 3848.133400 = -337994.532647
  nChanged 62
		SP:Iteration 12Q (261.190000 sec): 3 clusters
  Score: Raw -342078.229840 + Penalty 3848.133400 = -338230.096440
  nChanged 36
		SP:Iteration 13Q (261.200000 sec): 3 clusters
  Score: Raw -342186.164277 + Penalty 3848.133400 = -338338.030878
  nChanged 27
		SP:Iteration 14Q (261.210000 sec): 3 clusters
  Score: Raw -342256.749863 + Penalty 3848.133400 = -338408.616463
  nChanged 18
		SP:Iteration 15Q (261.210000 sec): 3 clusters
  Score: Raw -342295.663226 + Penalty 3848.133400 = -338447.529826
  nChanged 12
		SP:Iteration 16Q (261.220000 sec): 3 clusters
  Score: Raw -342309.621294 + Penalty 3848.133400 = -338461.487894
  nChanged 3
		SP:Iteration 17Q (261.230000 sec): 3 clusters
  Score: Raw -342311.225041 + Penalty 3848.133400 = -338463.091641
  nChanged 1
		SP:Iteration 18Q (261.240000 sec): 3 clusters
  Score: Raw -342311.403491 + Penalty 3848.133400 = -338463.270091
  nChanged 0
		SP:Iteration 19F (261.240000 sec): 3 clusters
  Score: Raw -342311.403491 + Penalty 3848.133400 = -338463.270091
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 2.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (1873 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (261.260000 sec): 2 clusters
  Score: Raw -275274.500777 + Penalty 1868.753582 = -273405.747195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (261.260000 sec): 3 clusters
  Score: Raw -274618.458286 + Penalty 3737.507164 = -270880.951121
  nChanged 586
		SP:Iteration 1F (261.270000 sec): 3 clusters
  Score: Raw -275048.661034 + Penalty 3737.507164 = -271311.153869
  nChanged 130
		SP:Iteration 2F (261.280000 sec): 3 clusters
  Score: Raw -275182.694701 + Penalty 3737.507164 = -271445.187537
  nChanged 78
		SP:Iteration 3Q (261.280000 sec): 3 clusters
  Score: Raw -275255.410561 + Penalty 3737.507164 = -271517.903397
  nChanged 64
		SP:Iteration 4Q (261.290000 sec): 3 clusters
  Score: Raw -275306.863160 + Penalty 3737.507164 = -271569.355995
  nChanged 38
		SP:Iteration 5Q (261.300000 sec): 3 clusters
  Score: Raw -275337.317416 + Penalty 3737.507164 = -271599.810251
  nChanged 28
		SP:Iteration 6Q (261.310000 sec): 3 clusters
  Score: Raw -275364.194272 + Penalty 3737.507164 = -271626.687108
  nChanged 27
		SP:Iteration 7Q (261.320000 sec): 3 clusters
  Score: Raw -275388.121949 + Penalty 3737.507164 = -271650.614784
  nChanged 27
		SP:Iteration 8Q (261.320000 sec): 3 clusters
  Score: Raw -275412.668300 + Penalty 3737.507164 = -271675.161135
  nChanged 23
		SP:Iteration 9Q (261.330000 sec): 3 clusters
  Score: Raw -275430.586934 + Penalty 3737.507164 = -271693.079770
  nChanged 21
		SP:Iteration 10Q (261.340000 sec): 3 clusters
  Score: Raw -275449.709489 + Penalty 3737.507164 = -271712.202325
  nChanged 20
		SP:Iteration 11Q (261.340000 sec): 3 clusters
  Score: Raw -275465.576054 + Penalty 3737.507164 = -271728.068890
  nChanged 17
		SP:Iteration 12Q (261.350000 sec): 3 clusters
  Score: Raw -275477.840358 + Penalty 3737.507164 = -271740.333194
  nChanged 13
		SP:Iteration 13Q (261.360000 sec): 3 clusters
  Score: Raw -275488.883664 + Penalty 3737.507164 = -271751.376500
  nChanged 10
		SP:Iteration 14Q (261.360000 sec): 3 clusters
  Score: Raw -275501.936207 + Penalty 3737.507164 = -271764.429043
  nChanged 13
		SP:Iteration 15Q (261.370000 sec): 3 clusters
  Score: Raw -275513.492196 + Penalty 3737.507164 = -271775.985032
  nChanged 14
		SP:Iteration 16Q (261.380000 sec): 3 clusters
  Score: Raw -275528.081753 + Penalty 3737.507164 = -271790.574588
  nChanged 20
		SP:Iteration 17Q (261.390000 sec): 3 clusters
  Score: Raw -275543.630995 + Penalty 3737.507164 = -271806.123831
  nChanged 20
		SP:Iteration 18Q (261.400000 sec): 3 clusters
  Score: Raw -275558.213630 + Penalty 3737.507164 = -271820.706466
  nChanged 16
		SP:Iteration 19Q (261.400000 sec): 3 clusters
  Score: Raw -275572.179189 + Penalty 3737.507164 = -271834.672025
  nChanged 11
		SP:Iteration 20F (261.410000 sec): 3 clusters
  Score: Raw -275582.200039 + Penalty 3737.507164 = -271844.692875
  nChanged 11
		SP:Iteration 21Q (261.420000 sec): 3 clusters
  Score: Raw -275589.949826 + Penalty 3737.507164 = -271852.442662
  nChanged 13
		SP:Iteration 22Q (261.420000 sec): 3 clusters
  Score: Raw -275603.593703 + Penalty 3737.507164 = -271866.086538
  nChanged 16
		SP:Iteration 23Q (261.430000 sec): 3 clusters
  Score: Raw -275614.437590 + Penalty 3737.507164 = -271876.930425
  nChanged 10
		SP:Iteration 24Q (261.440000 sec): 3 clusters
  Score: Raw -275622.052220 + Penalty 3737.507164 = -271884.545056
  nChanged 10
		SP:Iteration 25Q (261.440000 sec): 3 clusters
  Score: Raw -275628.605132 + Penalty 3737.507164 = -271891.097968
  nChanged 10
		SP:Iteration 26Q (261.450000 sec): 3 clusters
  Score: Raw -275637.138407 + Penalty 3737.507164 = -271899.631243
  nChanged 7
		SP:Iteration 27Q (261.460000 sec): 3 clusters
  Score: Raw -275642.501594 + Penalty 3737.507164 = -271904.994430
  nChanged 10
		SP:Iteration 28Q (261.470000 sec): 3 clusters
  Score: Raw -275650.682399 + Penalty 3737.507164 = -271913.175235
  nChanged 13
		SP:Iteration 29Q (261.480000 sec): 3 clusters
  Score: Raw -275659.723501 + Penalty 3737.507164 = -271922.216336
  nChanged 8
		SP:Iteration 30Q (261.480000 sec): 3 clusters
  Score: Raw -275666.155082 + Penalty 3737.507164 = -271928.647918
  nChanged 7
		SP:Iteration 31Q (261.490000 sec): 3 clusters
  Score: Raw -275672.748380 + Penalty 3737.507164 = -271935.241216
  nChanged 7
		SP:Iteration 32Q (261.500000 sec): 3 clusters
  Score: Raw -275677.050858 + Penalty 3737.507164 = -271939.543694
  nChanged 2
		SP:Iteration 33Q (261.500000 sec): 3 clusters
  Score: Raw -275678.603235 + Penalty 3737.507164 = -271941.096071
  nChanged 3
		SP:Iteration 34Q (261.510000 sec): 3 clusters
  Score: Raw -275680.250023 + Penalty 3737.507164 = -271942.742858
  nChanged 3
		SP:Iteration 35Q (261.520000 sec): 3 clusters
  Score: Raw -275681.774740 + Penalty 3737.507164 = -271944.267576
  nChanged 3
		SP:Iteration 36Q (261.520000 sec): 3 clusters
  Score: Raw -275682.958548 + Penalty 3737.507164 = -271945.451383
  nChanged 2
		SP:Iteration 37Q (261.530000 sec): 3 clusters
  Score: Raw -275683.988648 + Penalty 3737.507164 = -271946.481483
  nChanged 2
		SP:Iteration 38Q (261.540000 sec): 3 clusters
  Score: Raw -275684.813622 + Penalty 3737.507164 = -271947.306458
  nChanged 0
		SP:Iteration 39F (261.550000 sec): 3 clusters
  Score: Raw -275684.813622 + Penalty 3737.507164 = -271947.306458
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (1175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (261.550000 sec): 2 clusters
  Score: Raw -147026.159700 + Penalty 1753.117810 = -145273.041891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (261.560000 sec): 3 clusters
  Score: Raw -146999.272264 + Penalty 3506.235620 = -143493.036644
  nChanged 397
		SP:Iteration 1F (261.560000 sec): 3 clusters
  Score: Raw -148139.650763 + Penalty 3506.235620 = -144633.415143
  nChanged 175
		SP:Iteration 2F (261.570000 sec): 3 clusters
  Score: Raw -149094.846835 + Penalty 3506.235620 = -145588.611215
  nChanged 109
		SP:Iteration 3F (261.570000 sec): 3 clusters
  Score: Raw -149649.074474 + Penalty 3506.235620 = -146142.838855
  nChanged 55
		SP:Iteration 4Q (261.570000 sec): 3 clusters
  Score: Raw -149954.704709 + Penalty 3506.235620 = -146448.469089
  nChanged 32
		SP:Iteration 5Q (261.580000 sec): 3 clusters
  Score: Raw -150063.219607 + Penalty 3506.235620 = -146556.983988
  nChanged 20
		SP:Iteration 6Q (261.580000 sec): 3 clusters
  Score: Raw -150218.499862 + Penalty 3506.235620 = -146712.264243
  nChanged 9
		SP:Iteration 7Q (261.580000 sec): 3 clusters
  Score: Raw -150280.246367 + Penalty 3506.235620 = -146774.010748
  nChanged 9
		SP:Iteration 8Q (261.590000 sec): 3 clusters
  Score: Raw -150291.257718 + Penalty 3506.235620 = -146785.022099
  nChanged 6
		SP:Iteration 9Q (261.590000 sec): 3 clusters
  Score: Raw -150298.997228 + Penalty 3506.235620 = -146792.761608
  nChanged 6
		SP:Iteration 10Q (261.600000 sec): 3 clusters
  Score: Raw -150309.819104 + Penalty 3506.235620 = -146803.583484
  nChanged 4
		SP:Iteration 11Q (261.600000 sec): 3 clusters
  Score: Raw -150314.993081 + Penalty 3506.235620 = -146808.757461
  nChanged 1
		SP:Iteration 12Q (261.600000 sec): 3 clusters
  Score: Raw -150316.550840 + Penalty 3506.235620 = -146810.315221
  nChanged 1
		SP:Iteration 13Q (261.600000 sec): 3 clusters
  Score: Raw -150317.490984 + Penalty 3506.235620 = -146811.255364
  nChanged 0
		SP:Iteration 14F (261.610000 sec): 3 clusters
  Score: Raw -150317.490984 + Penalty 3506.235620 = -146811.255364
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 3.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (27417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (261.740000 sec): 2 clusters
  Score: Raw -3845299.844555 + Penalty 2534.291797 = -3842765.552758
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (261.850000 sec): 3 clusters
  Score: Raw -3828920.562216 + Penalty 5068.583595 = -3823851.978621
  nChanged 12366
		SP:Iteration 1F (261.970000 sec): 3 clusters
  Score: Raw -3836492.584360 + Penalty 5068.583595 = -3831424.000765
  nChanged 2340
		SP:Iteration 2F (262.070000 sec): 3 clusters
  Score: Raw -3839699.795361 + Penalty 5068.583595 = -3834631.211767
  nChanged 3268
		SP:Iteration 3F (262.180000 sec): 3 clusters
  Score: Raw -3844963.203423 + Penalty 5068.583595 = -3839894.619828
  nChanged 3281
		SP:Iteration 4F (262.290000 sec): 3 clusters
  Score: Raw -3849438.264692 + Penalty 5068.583595 = -3844369.681097
  nChanged 2300
		SP:Iteration 5F (262.400000 sec): 3 clusters
  Score: Raw -3851617.132803 + Penalty 5068.583595 = -3846548.549208
  nChanged 1437
		SP:Iteration 6F (262.500000 sec): 3 clusters
  Score: Raw -3852813.330307 + Penalty 5068.583595 = -3847744.746712
  nChanged 1036
		SP:Iteration 7Q (262.610000 sec): 3 clusters
  Score: Raw -3853641.835507 + Penalty 5068.583595 = -3848573.251913
  nChanged 838
		SP:Iteration 8Q (262.700000 sec): 3 clusters
  Score: Raw -3854259.691183 + Penalty 5068.583595 = -3849191.107588
  nChanged 742
		SP:Iteration 9Q (262.800000 sec): 3 clusters
  Score: Raw -3854803.070644 + Penalty 5068.583595 = -3849734.487049
  nChanged 695
		SP:Iteration 10Q (262.900000 sec): 3 clusters
  Score: Raw -3855305.123194 + Penalty 5068.583595 = -3850236.539599
  nChanged 585
		SP:Iteration 11Q (262.990000 sec): 3 clusters
  Score: Raw -3855669.839340 + Penalty 5068.583595 = -3850601.255745
  nChanged 488
		SP:Iteration 12Q (263.090000 sec): 3 clusters
  Score: Raw -3855896.638323 + Penalty 5068.583595 = -3850828.054729
  nChanged 353
		SP:Iteration 13Q (263.180000 sec): 3 clusters
  Score: Raw -3856019.663145 + Penalty 5068.583595 = -3850951.079550
  nChanged 239
		SP:Iteration 14Q (263.270000 sec): 3 clusters
  Score: Raw -3856081.063700 + Penalty 5068.583595 = -3851012.480105
  nChanged 192
		SP:Iteration 15Q (263.370000 sec): 3 clusters
  Score: Raw -3856122.921033 + Penalty 5068.583595 = -3851054.337439
  nChanged 141
		SP:Iteration 16Q (263.460000 sec): 3 clusters
  Score: Raw -3856150.142102 + Penalty 5068.583595 = -3851081.558507
  nChanged 103
		SP:Iteration 17Q (263.550000 sec): 3 clusters
  Score: Raw -3856166.948326 + Penalty 5068.583595 = -3851098.364731
  nChanged 82
		SP:Iteration 18Q (263.640000 sec): 3 clusters
  Score: Raw -3856178.803865 + Penalty 5068.583595 = -3851110.220270
  nChanged 64
		SP:Iteration 19Q (263.730000 sec): 3 clusters
  Score: Raw -3856188.755617 + Penalty 5068.583595 = -3851120.172022
  nChanged 65
		SP:Iteration 20F (263.840000 sec): 3 clusters
  Score: Raw -3856199.365928 + Penalty 5068.583595 = -3851130.782333
  nChanged 55
		SP:Iteration 21Q (263.930000 sec): 3 clusters
  Score: Raw -3856206.858044 + Penalty 5068.583595 = -3851138.274449
  nChanged 38
		SP:Iteration 22Q (264.020000 sec): 3 clusters
  Score: Raw -3856212.967063 + Penalty 5068.583595 = -3851144.383468
  nChanged 33
		SP:Iteration 23Q (264.110000 sec): 3 clusters
  Score: Raw -3856216.949466 + Penalty 5068.583595 = -3851148.365871
  nChanged 23
		SP:Iteration 24Q (264.200000 sec): 3 clusters
  Score: Raw -3856219.151384 + Penalty 5068.583595 = -3851150.567789
  nChanged 17
		SP:Iteration 25Q (264.290000 sec): 3 clusters
  Score: Raw -3856220.971571 + Penalty 5068.583595 = -3851152.387976
  nChanged 20
		SP:Iteration 26Q (264.390000 sec): 3 clusters
  Score: Raw -3856222.723868 + Penalty 5068.583595 = -3851154.140273
  nChanged 21
		SP:Iteration 27Q (264.480000 sec): 3 clusters
  Score: Raw -3856225.946794 + Penalty 5068.583595 = -3851157.363199
  nChanged 23
		SP:Iteration 28Q (264.570000 sec): 3 clusters
  Score: Raw -3856229.113197 + Penalty 5068.583595 = -3851160.529603
  nChanged 18
		SP:Iteration 29Q (264.660000 sec): 3 clusters
  Score: Raw -3856230.797596 + Penalty 5068.583595 = -3851162.214001
  nChanged 13
		SP:Iteration 30Q (264.750000 sec): 3 clusters
  Score: Raw -3856231.721755 + Penalty 5068.583595 = -3851163.138160
  nChanged 5
		SP:Iteration 31Q (264.850000 sec): 3 clusters
  Score: Raw -3856232.152851 + Penalty 5068.583595 = -3851163.569256
  nChanged 11
		SP:Iteration 32Q (264.940000 sec): 3 clusters
  Score: Raw -3856233.243793 + Penalty 5068.583595 = -3851164.660198
  nChanged 10
		SP:Iteration 33Q (265.030000 sec): 3 clusters
  Score: Raw -3856234.242750 + Penalty 5068.583595 = -3851165.659155
  nChanged 12
		SP:Iteration 34Q (265.120000 sec): 3 clusters
  Score: Raw -3856235.352724 + Penalty 5068.583595 = -3851166.769129
  nChanged 11
		SP:Iteration 35Q (265.210000 sec): 3 clusters
  Score: Raw -3856236.432338 + Penalty 5068.583595 = -3851167.848743
  nChanged 13
		SP:Iteration 36Q (265.310000 sec): 3 clusters
  Score: Raw -3856238.082268 + Penalty 5068.583595 = -3851169.498673
  nChanged 12
		SP:Iteration 37Q (265.400000 sec): 3 clusters
  Score: Raw -3856239.114469 + Penalty 5068.583595 = -3851170.530874
  nChanged 7
		SP:Iteration 38Q (265.490000 sec): 3 clusters
  Score: Raw -3856239.846815 + Penalty 5068.583595 = -3851171.263220
  nChanged 10
		SP:Iteration 39Q (265.590000 sec): 3 clusters
  Score: Raw -3856240.599127 + Penalty 5068.583595 = -3851172.015532
  nChanged 6
		SP:Iteration 40F (265.690000 sec): 3 clusters
  Score: Raw -3856241.221658 + Penalty 5068.583595 = -3851172.638064
  nChanged 10
		SP:Iteration 41Q (265.780000 sec): 3 clusters
  Score: Raw -3856242.095583 + Penalty 5068.583595 = -3851173.511988
  nChanged 8
		SP:Iteration 42Q (265.870000 sec): 3 clusters
  Score: Raw -3856242.612555 + Penalty 5068.583595 = -3851174.028960
  nChanged 6
		SP:Iteration 43Q (265.970000 sec): 3 clusters
  Score: Raw -3856242.965031 + Penalty 5068.583595 = -3851174.381436
  nChanged 1
		SP:Iteration 44Q (266.060000 sec): 3 clusters
  Score: Raw -3856243.045234 + Penalty 5068.583595 = -3851174.461639
  nChanged 1
		SP:Iteration 45Q (266.150000 sec): 3 clusters
  Score: Raw -3856243.096727 + Penalty 5068.583595 = -3851174.513133
  nChanged 1
		SP:Iteration 46Q (266.230000 sec): 3 clusters
  Score: Raw -3856243.155495 + Penalty 5068.583595 = -3851174.571900
  nChanged 0
		SP:Iteration 47F (266.330000 sec): 3 clusters
  Score: Raw -3856243.155495 + Penalty 5068.583595 = -3851174.571900
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 6.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (57693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (266.660000 sec): 2 clusters
  Score: Raw -8726390.859667 + Penalty 2718.797000 = -8723672.062668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (266.880000 sec): 3 clusters
  Score: Raw -8690262.095045 + Penalty 5437.593999 = -8684824.501045
  nChanged 26859
		SP:Iteration 1F (267.090000 sec): 3 clusters
  Score: Raw -8705388.432632 + Penalty 5437.593999 = -8699950.838632
  nChanged 2299
		SP:Iteration 2Q (267.320000 sec): 3 clusters
  Score: Raw -8706087.093495 + Penalty 5437.593999 = -8700649.499496
  nChanged 2231
		SP:Iteration 3Q (267.540000 sec): 3 clusters
  Score: Raw -8706859.245373 + Penalty 5437.593999 = -8701421.651373
  nChanged 2303
		SP:Iteration 4Q (267.760000 sec): 3 clusters
  Score: Raw -8707784.469718 + Penalty 5437.593999 = -8702346.875718
  nChanged 2409
		SP:Iteration 5Q (267.980000 sec): 3 clusters
  Score: Raw -8708892.660917 + Penalty 5437.593999 = -8703455.066918
  nChanged 2579
		SP:Iteration 6Q (268.200000 sec): 3 clusters
  Score: Raw -8710169.173229 + Penalty 5437.593999 = -8704731.579230
  nChanged 2706
		SP:Iteration 7Q (268.420000 sec): 3 clusters
  Score: Raw -8711672.314359 + Penalty 5437.593999 = -8706234.720359
  nChanged 2820
		SP:Iteration 8Q (268.640000 sec): 3 clusters
  Score: Raw -8713360.431500 + Penalty 5437.593999 = -8707922.837501
  nChanged 2768
		SP:Iteration 9Q (268.860000 sec): 3 clusters
  Score: Raw -8715114.794609 + Penalty 5437.593999 = -8709677.200610
  nChanged 2704
		SP:Iteration 10Q (269.070000 sec): 3 clusters
  Score: Raw -8716915.261572 + Penalty 5437.593999 = -8711477.667572
  nChanged 2517
		SP:Iteration 11Q (269.280000 sec): 3 clusters
  Score: Raw -8718582.164297 + Penalty 5437.593999 = -8713144.570298
  nChanged 2098
		SP:Iteration 12Q (269.480000 sec): 3 clusters
  Score: Raw -8719842.865523 + Penalty 5437.593999 = -8714405.271524
  nChanged 1775
		SP:Iteration 13Q (269.680000 sec): 3 clusters
  Score: Raw -8720903.698808 + Penalty 5437.593999 = -8715466.104809
  nChanged 1564
		SP:Iteration 14Q (269.870000 sec): 3 clusters
  Score: Raw -8721805.715203 + Penalty 5437.593999 = -8716368.121203
  nChanged 1357
		SP:Iteration 15Q (270.050000 sec): 3 clusters
  Score: Raw -8722574.637340 + Penalty 5437.593999 = -8717137.043341
  nChanged 1154
		SP:Iteration 16Q (270.240000 sec): 3 clusters
  Score: Raw -8723220.378215 + Penalty 5437.593999 = -8717782.784216
  nChanged 1029
		SP:Iteration 17Q (270.410000 sec): 3 clusters
  Score: Raw -8723801.929869 + Penalty 5437.593999 = -8718364.335870
  nChanged 940
		SP:Iteration 18Q (270.590000 sec): 3 clusters
  Score: Raw -8724343.486748 + Penalty 5437.593999 = -8718905.892749
  nChanged 832
		SP:Iteration 19Q (270.760000 sec): 3 clusters
  Score: Raw -8724832.068343 + Penalty 5437.593999 = -8719394.474343
  nChanged 703
		SP:Iteration 20F (270.970000 sec): 3 clusters
  Score: Raw -8725239.206617 + Penalty 5437.593999 = -8719801.612617
  nChanged 592
		SP:Iteration 21Q (271.140000 sec): 3 clusters
  Score: Raw -8725591.658889 + Penalty 5437.593999 = -8720154.064890
  nChanged 502
		SP:Iteration 22Q (271.300000 sec): 3 clusters
  Score: Raw -8725888.659816 + Penalty 5437.593999 = -8720451.065817
  nChanged 383
		SP:Iteration 23Q (271.460000 sec): 3 clusters
  Score: Raw -8726116.927447 + Penalty 5437.593999 = -8720679.333448
  nChanged 344
		SP:Iteration 24Q (271.620000 sec): 3 clusters
  Score: Raw -8726323.902024 + Penalty 5437.593999 = -8720886.308024
  nChanged 251
		SP:Iteration 25Q (271.780000 sec): 3 clusters
  Score: Raw -8726473.589682 + Penalty 5437.593999 = -8721035.995683
  nChanged 164
		SP:Iteration 26Q (271.940000 sec): 3 clusters
  Score: Raw -8726568.422022 + Penalty 5437.593999 = -8721130.828023
  nChanged 126
		SP:Iteration 27Q (272.100000 sec): 3 clusters
  Score: Raw -8726639.053666 + Penalty 5437.593999 = -8721201.459666
  nChanged 86
		SP:Iteration 28Q (272.250000 sec): 3 clusters
  Score: Raw -8726682.039010 + Penalty 5437.593999 = -8721244.445011
  nChanged 53
		SP:Iteration 29Q (272.400000 sec): 3 clusters
  Score: Raw -8726705.467080 + Penalty 5437.593999 = -8721267.873080
  nChanged 40
		SP:Iteration 30Q (272.560000 sec): 3 clusters
  Score: Raw -8726725.442312 + Penalty 5437.593999 = -8721287.848312
  nChanged 40
		SP:Iteration 31Q (272.710000 sec): 3 clusters
  Score: Raw -8726744.842952 + Penalty 5437.593999 = -8721307.248952
  nChanged 38
		SP:Iteration 32Q (272.860000 sec): 3 clusters
  Score: Raw -8726763.293886 + Penalty 5437.593999 = -8721325.699887
  nChanged 28
		SP:Iteration 33Q (273.010000 sec): 3 clusters
  Score: Raw -8726777.840756 + Penalty 5437.593999 = -8721340.246757
  nChanged 27
		SP:Iteration 34Q (273.160000 sec): 3 clusters
  Score: Raw -8726792.242446 + Penalty 5437.593999 = -8721354.648446
  nChanged 24
		SP:Iteration 35Q (273.320000 sec): 3 clusters
  Score: Raw -8726808.432375 + Penalty 5437.593999 = -8721370.838375
  nChanged 21
		SP:Iteration 36Q (273.470000 sec): 3 clusters
  Score: Raw -8726819.880323 + Penalty 5437.593999 = -8721382.286324
  nChanged 17
		SP:Iteration 37Q (273.620000 sec): 3 clusters
  Score: Raw -8726831.358797 + Penalty 5437.593999 = -8721393.764798
  nChanged 24
		SP:Iteration 38Q (273.780000 sec): 3 clusters
  Score: Raw -8726847.061364 + Penalty 5437.593999 = -8721409.467365
  nChanged 17
		SP:Iteration 39Q (273.930000 sec): 3 clusters
  Score: Raw -8726855.316072 + Penalty 5437.593999 = -8721417.722073
  nChanged 14
		SP:Iteration 40F (274.140000 sec): 3 clusters
  Score: Raw -8726864.204261 + Penalty 5437.593999 = -8721426.610262
  nChanged 16
		SP:Iteration 41Q (274.300000 sec): 3 clusters
  Score: Raw -8726873.704437 + Penalty 5437.593999 = -8721436.110437
  nChanged 14
		SP:Iteration 42Q (274.450000 sec): 3 clusters
  Score: Raw -8726880.504103 + Penalty 5437.593999 = -8721442.910103
  nChanged 9
		SP:Iteration 43Q (274.600000 sec): 3 clusters
  Score: Raw -8726885.297574 + Penalty 5437.593999 = -8721447.703574
  nChanged 9
		SP:Iteration 44Q (274.750000 sec): 3 clusters
  Score: Raw -8726889.154929 + Penalty 5437.593999 = -8721451.560929
  nChanged 5
		SP:Iteration 45Q (274.900000 sec): 3 clusters
  Score: Raw -8726891.016796 + Penalty 5437.593999 = -8721453.422797
  nChanged 2
		SP:Iteration 46Q (275.050000 sec): 3 clusters
  Score: Raw -8726892.299562 + Penalty 5437.593999 = -8721454.705563
  nChanged 2
		SP:Iteration 47Q (275.200000 sec): 3 clusters
  Score: Raw -8726893.130306 + Penalty 5437.593999 = -8721455.536306
  nChanged 3
		SP:Iteration 48Q (275.360000 sec): 3 clusters
  Score: Raw -8726893.970731 + Penalty 5437.593999 = -8721456.376732
  nChanged 0
		SP:Iteration 49F (275.570000 sec): 3 clusters
  Score: Raw -8726893.970731 + Penalty 5437.593999 = -8721456.376732
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (2000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (275.610000 sec): 2 clusters
  Score: Raw -227012.487826 + Penalty 1885.023810 = -225127.464016
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (275.620000 sec): 3 clusters
  Score: Raw -226891.733496 + Penalty 3770.047620 = -223121.685876
  nChanged 757
		SP:Iteration 1F (275.620000 sec): 3 clusters
  Score: Raw -230930.336701 + Penalty 3770.047620 = -227160.289081
  nChanged 380
		SP:Iteration 2F (275.630000 sec): 3 clusters
  Score: Raw -233673.861067 + Penalty 3770.047620 = -229903.813447
  nChanged 215
		SP:Iteration 3F (275.640000 sec): 3 clusters
  Score: Raw -235542.999359 + Penalty 3770.047620 = -231772.951739
  nChanged 68
		SP:Iteration 4Q (275.640000 sec): 3 clusters
  Score: Raw -236098.522500 + Penalty 3770.047620 = -232328.474880
  nChanged 27
		SP:Iteration 5Q (275.650000 sec): 3 clusters
  Score: Raw -236232.483146 + Penalty 3770.047620 = -232462.435526
  nChanged 20
		SP:Iteration 6Q (275.650000 sec): 3 clusters
  Score: Raw -236374.709041 + Penalty 3770.047620 = -232604.661421
  nChanged 21
		SP:Iteration 7Q (275.660000 sec): 3 clusters
  Score: Raw -236459.018833 + Penalty 3770.047620 = -232688.971213
  nChanged 16
		SP:Iteration 8Q (275.660000 sec): 3 clusters
  Score: Raw -236490.031962 + Penalty 3770.047620 = -232719.984342
  nChanged 13
		SP:Iteration 9Q (275.670000 sec): 3 clusters
  Score: Raw -236518.001937 + Penalty 3770.047620 = -232747.954317
  nChanged 13
		SP:Iteration 10Q (275.680000 sec): 3 clusters
  Score: Raw -236543.422457 + Penalty 3770.047620 = -232773.374837
  nChanged 5
		SP:Iteration 11Q (275.680000 sec): 3 clusters
  Score: Raw -236548.951854 + Penalty 3770.047620 = -232778.904234
  nChanged 6
		SP:Iteration 12Q (275.680000 sec): 3 clusters
  Score: Raw -236554.225326 + Penalty 3770.047620 = -232784.177706
  nChanged 5
		SP:Iteration 13Q (275.690000 sec): 3 clusters
  Score: Raw -236557.519428 + Penalty 3770.047620 = -232787.471809
  nChanged 4
		SP:Iteration 14Q (275.700000 sec): 3 clusters
  Score: Raw -236560.909400 + Penalty 3770.047620 = -232790.861780
  nChanged 4
		SP:Iteration 15Q (275.700000 sec): 3 clusters
  Score: Raw -236564.892387 + Penalty 3770.047620 = -232794.844767
  nChanged 3
		SP:Iteration 16Q (275.710000 sec): 3 clusters
  Score: Raw -236566.883158 + Penalty 3770.047620 = -232796.835539
  nChanged 2
		SP:Iteration 17Q (275.710000 sec): 3 clusters
  Score: Raw -236568.311229 + Penalty 3770.047620 = -232798.263609
  nChanged 4
		SP:Iteration 18Q (275.720000 sec): 3 clusters
  Score: Raw -236570.464408 + Penalty 3770.047620 = -232800.416788
  nChanged 2
		SP:Iteration 19Q (275.720000 sec): 3 clusters
  Score: Raw -236572.203064 + Penalty 3770.047620 = -232802.155444
  nChanged 3
		SP:Iteration 20F (275.730000 sec): 3 clusters
  Score: Raw -236595.687975 + Penalty 3770.047620 = -232825.640355
  nChanged 7
		SP:Iteration 21Q (275.740000 sec): 3 clusters
  Score: Raw -236630.728653 + Penalty 3770.047620 = -232860.681033
  nChanged 3
		SP:Iteration 22Q (275.740000 sec): 3 clusters
  Score: Raw -236632.957690 + Penalty 3770.047620 = -232862.910071
  nChanged 2
		SP:Iteration 23Q (275.750000 sec): 3 clusters
  Score: Raw -236634.594560 + Penalty 3770.047620 = -232864.546940
  nChanged 2
		SP:Iteration 24Q (275.750000 sec): 3 clusters
  Score: Raw -236635.634374 + Penalty 3770.047620 = -232865.586754
  nChanged 2
		SP:Iteration 25Q (275.760000 sec): 3 clusters
  Score: Raw -236636.962539 + Penalty 3770.047620 = -232866.914919
  nChanged 3
		SP:Iteration 26Q (275.760000 sec): 3 clusters
  Score: Raw -236639.211665 + Penalty 3770.047620 = -232869.164045
  nChanged 1
		SP:Iteration 27Q (275.770000 sec): 3 clusters
  Score: Raw -236639.699630 + Penalty 3770.047620 = -232869.652010
  nChanged 0
		SP:Iteration 28F (275.780000 sec): 3 clusters
  Score: Raw -236639.699630 + Penalty 3770.047620 = -232869.652010
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 11.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (184344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (276.600000 sec): 2 clusters
  Score: Raw -27315899.172737 + Penalty 3006.890596 = -27312892.282141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (277.300000 sec): 3 clusters
  Score: Raw -27195186.273755 + Penalty 6013.781193 = -27189172.492562
  nChanged 88478
		SP:Iteration 1F (277.990000 sec): 3 clusters
  Score: Raw -27247178.927779 + Penalty 6013.781193 = -27241165.146586
  nChanged 6499
		SP:Iteration 2Q (278.690000 sec): 3 clusters
  Score: Raw -27249048.552343 + Penalty 6013.781193 = -27243034.771151
  nChanged 7849
		SP:Iteration 3Q (279.400000 sec): 3 clusters
  Score: Raw -27252144.584432 + Penalty 6013.781193 = -27246130.803239
  nChanged 10064
		SP:Iteration 4F (280.090000 sec): 3 clusters
  Score: Raw -27257436.632666 + Penalty 6013.781193 = -27251422.851473
  nChanged 12867
		SP:Iteration 5F (280.780000 sec): 3 clusters
  Score: Raw -27265942.739440 + Penalty 6013.781193 = -27259928.958247
  nChanged 14577
		SP:Iteration 6F (281.470000 sec): 3 clusters
  Score: Raw -27277176.301532 + Penalty 6013.781193 = -27271162.520339
  nChanged 13699
		SP:Iteration 7F (282.160000 sec): 3 clusters
  Score: Raw -27288388.519240 + Penalty 6013.781193 = -27282374.738048
  nChanged 10689
		SP:Iteration 8F (282.850000 sec): 3 clusters
  Score: Raw -27297677.446368 + Penalty 6013.781193 = -27291663.665176
  nChanged 7192
		SP:Iteration 9Q (283.530000 sec): 3 clusters
  Score: Raw -27304107.116809 + Penalty 6013.781193 = -27298093.335617
  nChanged 4691
		SP:Iteration 10Q (284.170000 sec): 3 clusters
  Score: Raw -27307609.990957 + Penalty 6013.781193 = -27301596.209764
  nChanged 3162
		SP:Iteration 11Q (284.780000 sec): 3 clusters
  Score: Raw -27309617.857352 + Penalty 6013.781193 = -27303604.076160
  nChanged 2435
		SP:Iteration 12Q (285.360000 sec): 3 clusters
  Score: Raw -27310947.917020 + Penalty 6013.781193 = -27304934.135827
  nChanged 2084
		SP:Iteration 13Q (285.930000 sec): 3 clusters
  Score: Raw -27311953.630550 + Penalty 6013.781193 = -27305939.849357
  nChanged 1793
		SP:Iteration 14Q (286.500000 sec): 3 clusters
  Score: Raw -27312777.636709 + Penalty 6013.781193 = -27306763.855517
  nChanged 1587
		SP:Iteration 15Q (287.050000 sec): 3 clusters
  Score: Raw -27313471.001035 + Penalty 6013.781193 = -27307457.219842
  nChanged 1376
		SP:Iteration 16Q (287.610000 sec): 3 clusters
  Score: Raw -27314011.593741 + Penalty 6013.781193 = -27307997.812548
  nChanged 1157
		SP:Iteration 17Q (288.150000 sec): 3 clusters
  Score: Raw -27314429.792279 + Penalty 6013.781193 = -27308416.011087
  nChanged 1036
		SP:Iteration 18Q (288.690000 sec): 3 clusters
  Score: Raw -27314767.089942 + Penalty 6013.781193 = -27308753.308750
  nChanged 920
		SP:Iteration 19Q (289.230000 sec): 3 clusters
  Score: Raw -27315038.051181 + Penalty 6013.781193 = -27309024.269989
  nChanged 830
		SP:Iteration 20F (289.910000 sec): 3 clusters
  Score: Raw -27315268.797716 + Penalty 6013.781193 = -27309255.016523
  nChanged 764
		SP:Iteration 21Q (290.440000 sec): 3 clusters
  Score: Raw -27315476.310493 + Penalty 6013.781193 = -27309462.529300
  nChanged 669
		SP:Iteration 22Q (290.970000 sec): 3 clusters
  Score: Raw -27315637.955668 + Penalty 6013.781193 = -27309624.174475
  nChanged 551
		SP:Iteration 23Q (291.490000 sec): 3 clusters
  Score: Raw -27315751.828173 + Penalty 6013.781193 = -27309738.046980
  nChanged 480
		SP:Iteration 24Q (292.010000 sec): 3 clusters
  Score: Raw -27315841.524160 + Penalty 6013.781193 = -27309827.742967
  nChanged 417
		SP:Iteration 25Q (292.530000 sec): 3 clusters
  Score: Raw -27315917.737456 + Penalty 6013.781193 = -27309903.956263
  nChanged 420
		SP:Iteration 26Q (293.040000 sec): 3 clusters
  Score: Raw -27315994.440194 + Penalty 6013.781193 = -27309980.659001
  nChanged 364
		SP:Iteration 27Q (293.560000 sec): 3 clusters
  Score: Raw -27316058.140860 + Penalty 6013.781193 = -27310044.359667
  nChanged 360
		SP:Iteration 28Q (294.080000 sec): 3 clusters
  Score: Raw -27316118.703324 + Penalty 6013.781193 = -27310104.922132
  nChanged 320
		SP:Iteration 29Q (294.590000 sec): 3 clusters
  Score: Raw -27316168.217321 + Penalty 6013.781193 = -27310154.436129
  nChanged 279
		SP:Iteration 30Q (295.110000 sec): 3 clusters
  Score: Raw -27316210.081213 + Penalty 6013.781193 = -27310196.300021
  nChanged 283
		SP:Iteration 31Q (295.710000 sec): 3 clusters
  Score: Raw -27316255.613976 + Penalty 6013.781193 = -27310241.832783
  nChanged 281
		SP:Iteration 32Q (296.290000 sec): 3 clusters
  Score: Raw -27316301.862560 + Penalty 6013.781193 = -27310288.081367
  nChanged 290
		SP:Iteration 33Q (296.850000 sec): 3 clusters
  Score: Raw -27316351.381272 + Penalty 6013.781193 = -27310337.600079
  nChanged 264
		SP:Iteration 34Q (297.380000 sec): 3 clusters
  Score: Raw -27316394.878595 + Penalty 6013.781193 = -27310381.097403
  nChanged 236
		SP:Iteration 35Q (297.910000 sec): 3 clusters
  Score: Raw -27316427.744022 + Penalty 6013.781193 = -27310413.962829
  nChanged 205
		SP:Iteration 36Q (298.450000 sec): 3 clusters
  Score: Raw -27316455.223473 + Penalty 6013.781193 = -27310441.442280
  nChanged 193
		SP:Iteration 37Q (298.980000 sec): 3 clusters
  Score: Raw -27316482.898046 + Penalty 6013.781193 = -27310469.116854
  nChanged 198
		SP:Iteration 38Q (299.510000 sec): 3 clusters
  Score: Raw -27316511.475362 + Penalty 6013.781193 = -27310497.694169
  nChanged 186
		SP:Iteration 39Q (300.030000 sec): 3 clusters
  Score: Raw -27316541.231465 + Penalty 6013.781193 = -27310527.450272
  nChanged 189
		SP:Iteration 40F (300.730000 sec): 3 clusters
  Score: Raw -27316570.128953 + Penalty 6013.781193 = -27310556.347760
  nChanged 151
		SP:Iteration 41Q (301.250000 sec): 3 clusters
  Score: Raw -27316590.953282 + Penalty 6013.781193 = -27310577.172089
  nChanged 138
		SP:Iteration 42Q (301.790000 sec): 3 clusters
  Score: Raw -27316608.602782 + Penalty 6013.781193 = -27310594.821589
  nChanged 113
		SP:Iteration 43Q (302.310000 sec): 3 clusters
  Score: Raw -27316622.586883 + Penalty 6013.781193 = -27310608.805690
  nChanged 112
		SP:Iteration 44Q (302.840000 sec): 3 clusters
  Score: Raw -27316635.662312 + Penalty 6013.781193 = -27310621.881119
  nChanged 98
		SP:Iteration 45Q (303.360000 sec): 3 clusters
  Score: Raw -27316645.565172 + Penalty 6013.781193 = -27310631.783979
  nChanged 86
		SP:Iteration 46Q (303.890000 sec): 3 clusters
  Score: Raw -27316654.989541 + Penalty 6013.781193 = -27310641.208348
  nChanged 75
		SP:Iteration 47Q (304.410000 sec): 3 clusters
  Score: Raw -27316663.312861 + Penalty 6013.781193 = -27310649.531668
  nChanged 68
		SP:Iteration 48Q (304.940000 sec): 3 clusters
  Score: Raw -27316670.365014 + Penalty 6013.781193 = -27310656.583821
  nChanged 70
		SP:Iteration 49Q (305.460000 sec): 3 clusters
  Score: Raw -27316677.590460 + Penalty 6013.781193 = -27310663.809267
  nChanged 63
		SP:Iteration 50Q (305.990000 sec): 3 clusters
  Score: Raw -27316682.421749 + Penalty 6013.781193 = -27310668.640557
  nChanged 48
		SP:Iteration 51Q (306.520000 sec): 3 clusters
  Score: Raw -27316685.913073 + Penalty 6013.781193 = -27310672.131880
  nChanged 48
		SP:Iteration 52Q (307.050000 sec): 3 clusters
  Score: Raw -27316689.005145 + Penalty 6013.781193 = -27310675.223952
  nChanged 42
		SP:Iteration 53Q (307.570000 sec): 3 clusters
  Score: Raw -27316691.598672 + Penalty 6013.781193 = -27310677.817480
  nChanged 29
		SP:Iteration 54Q (308.090000 sec): 3 clusters
  Score: Raw -27316693.341737 + Penalty 6013.781193 = -27310679.560544
  nChanged 29
		SP:Iteration 55Q (308.620000 sec): 3 clusters
  Score: Raw -27316695.012883 + Penalty 6013.781193 = -27310681.231690
  nChanged 16
		SP:Iteration 56Q (309.140000 sec): 3 clusters
  Score: Raw -27316695.970031 + Penalty 6013.781193 = -27310682.188839
  nChanged 20
		SP:Iteration 57Q (309.660000 sec): 3 clusters
  Score: Raw -27316697.322223 + Penalty 6013.781193 = -27310683.541030
  nChanged 24
		SP:Iteration 58Q (310.190000 sec): 3 clusters
  Score: Raw -27316698.682551 + Penalty 6013.781193 = -27310684.901359
  nChanged 17
		SP:Iteration 59Q (310.710000 sec): 3 clusters
  Score: Raw -27316699.871890 + Penalty 6013.781193 = -27310686.090697
  nChanged 14
		SP:Iteration 60F (311.410000 sec): 3 clusters
  Score: Raw -27316700.553609 + Penalty 6013.781193 = -27310686.772416
  nChanged 16
		SP:Iteration 61Q (311.920000 sec): 3 clusters
  Score: Raw -27316701.264311 + Penalty 6013.781193 = -27310687.483118
  nChanged 12
		SP:Iteration 62Q (312.440000 sec): 3 clusters
  Score: Raw -27316701.864461 + Penalty 6013.781193 = -27310688.083269
  nChanged 13
		SP:Iteration 63Q (312.970000 sec): 3 clusters
  Score: Raw -27316702.508837 + Penalty 6013.781193 = -27310688.727644
  nChanged 14
		SP:Iteration 64Q (313.500000 sec): 3 clusters
  Score: Raw -27316703.253960 + Penalty 6013.781193 = -27310689.472767
  nChanged 13
		SP:Iteration 65Q (314.020000 sec): 3 clusters
  Score: Raw -27316704.140987 + Penalty 6013.781193 = -27310690.359794
  nChanged 16
		SP:Iteration 66Q (314.540000 sec): 3 clusters
  Score: Raw -27316705.057779 + Penalty 6013.781193 = -27310691.276587
  nChanged 11
		SP:Iteration 67Q (315.070000 sec): 3 clusters
  Score: Raw -27316705.661237 + Penalty 6013.781193 = -27310691.880045
  nChanged 15
		SP:Iteration 68Q (315.590000 sec): 3 clusters
  Score: Raw -27316706.704249 + Penalty 6013.781193 = -27310692.923056
  nChanged 16
		SP:Iteration 69Q (316.110000 sec): 3 clusters
  Score: Raw -27316707.747692 + Penalty 6013.781193 = -27310693.966499
  nChanged 13
		SP:Iteration 70Q (316.630000 sec): 3 clusters
  Score: Raw -27316708.398633 + Penalty 6013.781193 = -27310694.617440
  nChanged 14
		SP:Iteration 71Q (317.160000 sec): 3 clusters
  Score: Raw -27316709.162298 + Penalty 6013.781193 = -27310695.381106
  nChanged 14
		SP:Iteration 72Q (317.680000 sec): 3 clusters
  Score: Raw -27316709.928709 + Penalty 6013.781193 = -27310696.147516
  nChanged 13
		SP:Iteration 73Q (318.210000 sec): 3 clusters
  Score: Raw -27316710.891864 + Penalty 6013.781193 = -27310697.110672
  nChanged 16
		SP:Iteration 74Q (318.730000 sec): 3 clusters
  Score: Raw -27316712.130216 + Penalty 6013.781193 = -27310698.349023
  nChanged 19
		SP:Iteration 75Q (319.250000 sec): 3 clusters
  Score: Raw -27316713.291676 + Penalty 6013.781193 = -27310699.510483
  nChanged 26
		SP:Iteration 76Q (319.770000 sec): 3 clusters
  Score: Raw -27316715.015944 + Penalty 6013.781193 = -27310701.234751
  nChanged 21
		SP:Iteration 77Q (320.310000 sec): 3 clusters
  Score: Raw -27316716.431186 + Penalty 6013.781193 = -27310702.649993
  nChanged 25
		SP:Iteration 78Q (320.830000 sec): 3 clusters
  Score: Raw -27316718.215488 + Penalty 6013.781193 = -27310704.434295
  nChanged 18
		SP:Iteration 79Q (321.350000 sec): 3 clusters
  Score: Raw -27316719.883602 + Penalty 6013.781193 = -27310706.102409
  nChanged 27
		SP:Iteration 80F (322.060000 sec): 3 clusters
  Score: Raw -27316722.363688 + Penalty 6013.781193 = -27310708.582495
  nChanged 31
		SP:Iteration 81Q (322.580000 sec): 3 clusters
  Score: Raw -27316724.791879 + Penalty 6013.781193 = -27310711.010686
  nChanged 30
		SP:Iteration 82Q (323.110000 sec): 3 clusters
  Score: Raw -27316726.758644 + Penalty 6013.781193 = -27310712.977451
  nChanged 18
		SP:Iteration 83Q (323.630000 sec): 3 clusters
  Score: Raw -27316727.891501 + Penalty 6013.781193 = -27310714.110308
  nChanged 17
		SP:Iteration 84Q (324.150000 sec): 3 clusters
  Score: Raw -27316728.965671 + Penalty 6013.781193 = -27310715.184478
  nChanged 15
		SP:Iteration 85Q (324.670000 sec): 3 clusters
  Score: Raw -27316729.905523 + Penalty 6013.781193 = -27310716.124331
  nChanged 14
		SP:Iteration 86Q (325.210000 sec): 3 clusters
  Score: Raw -27316730.618587 + Penalty 6013.781193 = -27310716.837394
  nChanged 12
		SP:Iteration 87Q (325.740000 sec): 3 clusters
  Score: Raw -27316731.271616 + Penalty 6013.781193 = -27310717.490423
  nChanged 9
		SP:Iteration 88Q (326.260000 sec): 3 clusters
  Score: Raw -27316731.659878 + Penalty 6013.781193 = -27310717.878685
  nChanged 13
		SP:Iteration 89Q (326.800000 sec): 3 clusters
  Score: Raw -27316732.521563 + Penalty 6013.781193 = -27310718.740370
  nChanged 19
		SP:Iteration 90Q (327.320000 sec): 3 clusters
  Score: Raw -27316733.725729 + Penalty 6013.781193 = -27310719.944536
  nChanged 16
		SP:Iteration 91Q (327.850000 sec): 3 clusters
  Score: Raw -27316734.820712 + Penalty 6013.781193 = -27310721.039519
  nChanged 16
		SP:Iteration 92Q (328.370000 sec): 3 clusters
  Score: Raw -27316735.900387 + Penalty 6013.781193 = -27310722.119194
  nChanged 16
		SP:Iteration 93Q (328.890000 sec): 3 clusters
  Score: Raw -27316736.852485 + Penalty 6013.781193 = -27310723.071292
  nChanged 12
		SP:Iteration 94Q (329.410000 sec): 3 clusters
  Score: Raw -27316737.648717 + Penalty 6013.781193 = -27310723.867525
  nChanged 9
		SP:Iteration 95Q (329.940000 sec): 3 clusters
  Score: Raw -27316738.245420 + Penalty 6013.781193 = -27310724.464228
  nChanged 12
		SP:Iteration 96Q (330.490000 sec): 3 clusters
  Score: Raw -27316738.962621 + Penalty 6013.781193 = -27310725.181429
  nChanged 11
		SP:Iteration 97Q (331.050000 sec): 3 clusters
  Score: Raw -27316739.575364 + Penalty 6013.781193 = -27310725.794171
  nChanged 5
		SP:Iteration 98Q (331.610000 sec): 3 clusters
  Score: Raw -27316739.950784 + Penalty 6013.781193 = -27310726.169591
  nChanged 9
		SP:Iteration 99Q (332.170000 sec): 3 clusters
  Score: Raw -27316740.483095 + Penalty 6013.781193 = -27310726.701903
  nChanged 11
		SP:Iteration 100F (332.910000 sec): 3 clusters
  Score: Raw -27316741.247701 + Penalty 6013.781193 = -27310727.466508
  nChanged 6
		SP:Iteration 101Q (333.470000 sec): 3 clusters
  Score: Raw -27316741.480714 + Penalty 6013.781193 = -27310727.699521
  nChanged 4
		SP:Iteration 102Q (334.030000 sec): 3 clusters
  Score: Raw -27316741.680267 + Penalty 6013.781193 = -27310727.899074
  nChanged 5
		SP:Iteration 103Q (334.590000 sec): 3 clusters
  Score: Raw -27316741.897224 + Penalty 6013.781193 = -27310728.116031
  nChanged 2
		SP:Iteration 104Q (335.150000 sec): 3 clusters
  Score: Raw -27316742.007016 + Penalty 6013.781193 = -27310728.225823
  nChanged 4
		SP:Iteration 105Q (335.700000 sec): 3 clusters
  Score: Raw -27316742.279635 + Penalty 6013.781193 = -27310728.498442
  nChanged 7
		SP:Iteration 106Q (336.260000 sec): 3 clusters
  Score: Raw -27316742.683628 + Penalty 6013.781193 = -27310728.902435
  nChanged 2
		SP:Iteration 107Q (336.820000 sec): 3 clusters
  Score: Raw -27316742.797405 + Penalty 6013.781193 = -27310729.016213
  nChanged 3
		SP:Iteration 108Q (337.370000 sec): 3 clusters
  Score: Raw -27316742.950501 + Penalty 6013.781193 = -27310729.169308
  nChanged 4
		SP:Iteration 109Q (337.930000 sec): 3 clusters
  Score: Raw -27316743.130579 + Penalty 6013.781193 = -27310729.349386
  nChanged 1
		SP:Iteration 110Q (338.490000 sec): 3 clusters
  Score: Raw -27316743.166616 + Penalty 6013.781193 = -27310729.385423
  nChanged 1
		SP:Iteration 111Q (339.040000 sec): 3 clusters
  Score: Raw -27316743.208819 + Penalty 6013.781193 = -27310729.427626
  nChanged 2
		SP:Iteration 112Q (339.600000 sec): 3 clusters
  Score: Raw -27316743.363115 + Penalty 6013.781193 = -27310729.581922
  nChanged 4
		SP:Iteration 113Q (340.130000 sec): 3 clusters
  Score: Raw -27316743.553830 + Penalty 6013.781193 = -27310729.772637
  nChanged 2
		SP:Iteration 114Q (340.650000 sec): 3 clusters
  Score: Raw -27316743.659519 + Penalty 6013.781193 = -27310729.878327
  nChanged 3
		SP:Iteration 115Q (341.170000 sec): 3 clusters
  Score: Raw -27316743.898376 + Penalty 6013.781193 = -27310730.117183
  nChanged 7
		SP:Iteration 116Q (341.700000 sec): 3 clusters
  Score: Raw -27316744.441341 + Penalty 6013.781193 = -27310730.660148
  nChanged 6
		SP:Iteration 117Q (342.220000 sec): 3 clusters
  Score: Raw -27316744.967336 + Penalty 6013.781193 = -27310731.186143
  nChanged 14
		SP:Iteration 118Q (342.750000 sec): 3 clusters
  Score: Raw -27316745.927497 + Penalty 6013.781193 = -27310732.146304
  nChanged 9
		SP:Iteration 119Q (343.280000 sec): 3 clusters
  Score: Raw -27316746.596600 + Penalty 6013.781193 = -27310732.815408
  nChanged 13
		SP:Iteration 120F (344.010000 sec): 3 clusters
  Score: Raw -27316747.623442 + Penalty 6013.781193 = -27310733.842249
  nChanged 14
		SP:Iteration 121Q (344.530000 sec): 3 clusters
  Score: Raw -27316748.496629 + Penalty 6013.781193 = -27310734.715436
  nChanged 8
		SP:Iteration 122Q (345.050000 sec): 3 clusters
  Score: Raw -27316748.908899 + Penalty 6013.781193 = -27310735.127706
  nChanged 5
		SP:Iteration 123Q (345.570000 sec): 3 clusters
  Score: Raw -27316749.155764 + Penalty 6013.781193 = -27310735.374571
  nChanged 4
		SP:Iteration 124Q (346.090000 sec): 3 clusters
  Score: Raw -27316749.320213 + Penalty 6013.781193 = -27310735.539020
  nChanged 8
		SP:Iteration 125Q (346.620000 sec): 3 clusters
  Score: Raw -27316749.698625 + Penalty 6013.781193 = -27310735.917432
  nChanged 9
		SP:Iteration 126Q (347.140000 sec): 3 clusters
  Score: Raw -27316750.147078 + Penalty 6013.781193 = -27310736.365885
  nChanged 7
		SP:Iteration 127Q (347.670000 sec): 3 clusters
  Score: Raw -27316750.476325 + Penalty 6013.781193 = -27310736.695132
  nChanged 1
		SP:Iteration 128Q (348.200000 sec): 3 clusters
  Score: Raw -27316750.502724 + Penalty 6013.781193 = -27310736.721531
  nChanged 2
		SP:Iteration 129Q (348.720000 sec): 3 clusters
  Score: Raw -27316750.579385 + Penalty 6013.781193 = -27310736.798192
  nChanged 1
		SP:Iteration 130Q (349.250000 sec): 3 clusters
  Score: Raw -27316750.623228 + Penalty 6013.781193 = -27310736.842036
  nChanged 1
		SP:Iteration 131Q (349.790000 sec): 3 clusters
  Score: Raw -27316750.656801 + Penalty 6013.781193 = -27310736.875608
  nChanged 1
		SP:Iteration 132Q (350.300000 sec): 3 clusters
  Score: Raw -27316750.698878 + Penalty 6013.781193 = -27310736.917685
  nChanged 2
		SP:Iteration 133Q (350.820000 sec): 3 clusters
  Score: Raw -27316750.862655 + Penalty 6013.781193 = -27310737.081463
  nChanged 2
		SP:Iteration 134Q (351.330000 sec): 3 clusters
  Score: Raw -27316750.992397 + Penalty 6013.781193 = -27310737.211205
  nChanged 2
		SP:Iteration 135Q (351.850000 sec): 3 clusters
  Score: Raw -27316751.077292 + Penalty 6013.781193 = -27310737.296099
  nChanged 2
		SP:Iteration 136Q (352.360000 sec): 3 clusters
  Score: Raw -27316751.138690 + Penalty 6013.781193 = -27310737.357497
  nChanged 0
		SP:Iteration 137F (353.070000 sec): 3 clusters
  Score: Raw -27316751.138690 + Penalty 6013.781193 = -27310737.357497
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (25354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (353.230000 sec): 2 clusters
  Score: Raw -3627634.156681 + Penalty 2514.891563 = -3625119.265117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (353.320000 sec): 3 clusters
  Score: Raw -3612582.828668 + Penalty 5029.783127 = -3607553.045541
  nChanged 11309
		SP:Iteration 1F (353.420000 sec): 3 clusters
  Score: Raw -3618814.087089 + Penalty 5029.783127 = -3613784.303962
  nChanged 1277
		SP:Iteration 2F (353.510000 sec): 3 clusters
  Score: Raw -3619285.230688 + Penalty 5029.783127 = -3614255.447561
  nChanged 1185
		SP:Iteration 3Q (353.610000 sec): 3 clusters
  Score: Raw -3619753.086859 + Penalty 5029.783127 = -3614723.303732
  nChanged 1127
		SP:Iteration 4Q (353.710000 sec): 3 clusters
  Score: Raw -3620234.739669 + Penalty 5029.783127 = -3615204.956542
  nChanged 1169
		SP:Iteration 5Q (353.810000 sec): 3 clusters
  Score: Raw -3620800.716719 + Penalty 5029.783127 = -3615770.933593
  nChanged 1240
		SP:Iteration 6Q (353.910000 sec): 3 clusters
  Score: Raw -3621469.740212 + Penalty 5029.783127 = -3616439.957086
  nChanged 1316
		SP:Iteration 7F (354.010000 sec): 3 clusters
  Score: Raw -3622286.873143 + Penalty 5029.783127 = -3617257.090017
  nChanged 1357
		SP:Iteration 8F (354.100000 sec): 3 clusters
  Score: Raw -3623161.360427 + Penalty 5029.783127 = -3618131.577301
  nChanged 1331
		SP:Iteration 9F (354.190000 sec): 3 clusters
  Score: Raw -3624062.438805 + Penalty 5029.783127 = -3619032.655678
  nChanged 1235
		SP:Iteration 10Q (354.290000 sec): 3 clusters
  Score: Raw -3624872.530041 + Penalty 5029.783127 = -3619842.746915
  nChanged 993
		SP:Iteration 11Q (354.390000 sec): 3 clusters
  Score: Raw -3625447.475288 + Penalty 5029.783127 = -3620417.692161
  nChanged 803
		SP:Iteration 12Q (354.480000 sec): 3 clusters
  Score: Raw -3625829.584466 + Penalty 5029.783127 = -3620799.801339
  nChanged 600
		SP:Iteration 13Q (354.570000 sec): 3 clusters
  Score: Raw -3626085.785974 + Penalty 5029.783127 = -3621056.002847
  nChanged 449
		SP:Iteration 14Q (354.670000 sec): 3 clusters
  Score: Raw -3626262.409589 + Penalty 5029.783127 = -3621232.626462
  nChanged 353
		SP:Iteration 15Q (354.760000 sec): 3 clusters
  Score: Raw -3626389.597086 + Penalty 5029.783127 = -3621359.813960
  nChanged 322
		SP:Iteration 16Q (354.850000 sec): 3 clusters
  Score: Raw -3626495.999297 + Penalty 5029.783127 = -3621466.216171
  nChanged 292
		SP:Iteration 17Q (354.940000 sec): 3 clusters
  Score: Raw -3626599.728407 + Penalty 5029.783127 = -3621569.945280
  nChanged 247
		SP:Iteration 18Q (355.030000 sec): 3 clusters
  Score: Raw -3626676.007326 + Penalty 5029.783127 = -3621646.224200
  nChanged 216
		SP:Iteration 19Q (355.120000 sec): 3 clusters
  Score: Raw -3626737.336134 + Penalty 5029.783127 = -3621707.553007
  nChanged 212
		SP:Iteration 20F (355.210000 sec): 3 clusters
  Score: Raw -3626794.703999 + Penalty 5029.783127 = -3621764.920873
  nChanged 188
		SP:Iteration 21Q (355.300000 sec): 3 clusters
  Score: Raw -3626839.527705 + Penalty 5029.783127 = -3621809.744578
  nChanged 179
		SP:Iteration 22Q (355.390000 sec): 3 clusters
  Score: Raw -3626890.978748 + Penalty 5029.783127 = -3621861.195622
  nChanged 184
		SP:Iteration 23Q (355.470000 sec): 3 clusters
  Score: Raw -3626942.779330 + Penalty 5029.783127 = -3621912.996204
  nChanged 175
		SP:Iteration 24Q (355.560000 sec): 3 clusters
  Score: Raw -3626993.211837 + Penalty 5029.783127 = -3621963.428711
  nChanged 180
		SP:Iteration 25Q (355.650000 sec): 3 clusters
  Score: Raw -3627048.325301 + Penalty 5029.783127 = -3622018.542174
  nChanged 181
		SP:Iteration 26Q (355.740000 sec): 3 clusters
  Score: Raw -3627095.840998 + Penalty 5029.783127 = -3622066.057871
  nChanged 157
		SP:Iteration 27Q (355.820000 sec): 3 clusters
  Score: Raw -3627136.239055 + Penalty 5029.783127 = -3622106.455928
  nChanged 150
		SP:Iteration 28Q (355.910000 sec): 3 clusters
  Score: Raw -3627174.210723 + Penalty 5029.783127 = -3622144.427596
  nChanged 143
		SP:Iteration 29Q (355.990000 sec): 3 clusters
  Score: Raw -3627215.921914 + Penalty 5029.783127 = -3622186.138787
  nChanged 143
		SP:Iteration 30Q (356.080000 sec): 3 clusters
  Score: Raw -3627260.163613 + Penalty 5029.783127 = -3622230.380486
  nChanged 127
		SP:Iteration 31Q (356.160000 sec): 3 clusters
  Score: Raw -3627290.751766 + Penalty 5029.783127 = -3622260.968640
  nChanged 112
		SP:Iteration 32Q (356.240000 sec): 3 clusters
  Score: Raw -3627316.176899 + Penalty 5029.783127 = -3622286.393772
  nChanged 117
		SP:Iteration 33Q (356.320000 sec): 3 clusters
  Score: Raw -3627342.416434 + Penalty 5029.783127 = -3622312.633307
  nChanged 100
		SP:Iteration 34Q (356.410000 sec): 3 clusters
  Score: Raw -3627365.168578 + Penalty 5029.783127 = -3622335.385451
  nChanged 103
		SP:Iteration 35Q (356.490000 sec): 3 clusters
  Score: Raw -3627386.455494 + Penalty 5029.783127 = -3622356.672367
  nChanged 85
		SP:Iteration 36Q (356.570000 sec): 3 clusters
  Score: Raw -3627406.882957 + Penalty 5029.783127 = -3622377.099830
  nChanged 83
		SP:Iteration 37Q (356.640000 sec): 3 clusters
  Score: Raw -3627425.517337 + Penalty 5029.783127 = -3622395.734210
  nChanged 79
		SP:Iteration 38Q (356.720000 sec): 3 clusters
  Score: Raw -3627441.249399 + Penalty 5029.783127 = -3622411.466273
  nChanged 72
		SP:Iteration 39Q (356.800000 sec): 3 clusters
  Score: Raw -3627455.423358 + Penalty 5029.783127 = -3622425.640232
  nChanged 77
		SP:Iteration 40F (356.900000 sec): 3 clusters
  Score: Raw -3627472.298073 + Penalty 5029.783127 = -3622442.514946
  nChanged 70
		SP:Iteration 41Q (356.980000 sec): 3 clusters
  Score: Raw -3627485.848377 + Penalty 5029.783127 = -3622456.065251
  nChanged 66
		SP:Iteration 42Q (357.060000 sec): 3 clusters
  Score: Raw -3627498.824174 + Penalty 5029.783127 = -3622469.041048
  nChanged 61
		SP:Iteration 43Q (357.140000 sec): 3 clusters
  Score: Raw -3627511.816305 + Penalty 5029.783127 = -3622482.033178
  nChanged 81
		SP:Iteration 44Q (357.220000 sec): 3 clusters
  Score: Raw -3627529.838150 + Penalty 5029.783127 = -3622500.055023
  nChanged 72
		SP:Iteration 45Q (357.300000 sec): 3 clusters
  Score: Raw -3627548.211706 + Penalty 5029.783127 = -3622518.428580
  nChanged 76
		SP:Iteration 46Q (357.380000 sec): 3 clusters
  Score: Raw -3627566.170734 + Penalty 5029.783127 = -3622536.387607
  nChanged 70
		SP:Iteration 47Q (357.460000 sec): 3 clusters
  Score: Raw -3627582.151923 + Penalty 5029.783127 = -3622552.368796
  nChanged 64
		SP:Iteration 48Q (357.540000 sec): 3 clusters
  Score: Raw -3627597.512469 + Penalty 5029.783127 = -3622567.729342
  nChanged 72
		SP:Iteration 49Q (357.620000 sec): 3 clusters
  Score: Raw -3627614.363507 + Penalty 5029.783127 = -3622584.580381
  nChanged 66
		SP:Iteration 50Q (357.700000 sec): 3 clusters
  Score: Raw -3627627.003182 + Penalty 5029.783127 = -3622597.220055
  nChanged 54
		SP:Iteration 51Q (357.770000 sec): 3 clusters
  Score: Raw -3627636.890157 + Penalty 5029.783127 = -3622607.107030
  nChanged 41
		SP:Iteration 52Q (357.850000 sec): 3 clusters
  Score: Raw -3627644.522834 + Penalty 5029.783127 = -3622614.739708
  nChanged 40
		SP:Iteration 53Q (357.930000 sec): 3 clusters
  Score: Raw -3627650.832627 + Penalty 5029.783127 = -3622621.049501
  nChanged 30
		SP:Iteration 54Q (358.010000 sec): 3 clusters
  Score: Raw -3627655.981476 + Penalty 5029.783127 = -3622626.198350
  nChanged 41
		SP:Iteration 55Q (358.090000 sec): 3 clusters
  Score: Raw -3627664.918433 + Penalty 5029.783127 = -3622635.135306
  nChanged 43
		SP:Iteration 56Q (358.170000 sec): 3 clusters
  Score: Raw -3627675.131227 + Penalty 5029.783127 = -3622645.348101
  nChanged 54
		SP:Iteration 57Q (358.250000 sec): 3 clusters
  Score: Raw -3627686.142809 + Penalty 5029.783127 = -3622656.359682
  nChanged 45
		SP:Iteration 58Q (358.330000 sec): 3 clusters
  Score: Raw -3627695.773128 + Penalty 5029.783127 = -3622665.990002
  nChanged 52
		SP:Iteration 59Q (358.410000 sec): 3 clusters
  Score: Raw -3627706.166674 + Penalty 5029.783127 = -3622676.383547
  nChanged 48
		SP:Iteration 60F (358.500000 sec): 3 clusters
  Score: Raw -3627718.240163 + Penalty 5029.783127 = -3622688.457037
  nChanged 47
		SP:Iteration 61Q (358.580000 sec): 3 clusters
  Score: Raw -3627727.506662 + Penalty 5029.783127 = -3622697.723536
  nChanged 35
		SP:Iteration 62Q (358.660000 sec): 3 clusters
  Score: Raw -3627733.692551 + Penalty 5029.783127 = -3622703.909425
  nChanged 32
		SP:Iteration 63Q (358.730000 sec): 3 clusters
  Score: Raw -3627740.262450 + Penalty 5029.783127 = -3622710.479323
  nChanged 33
		SP:Iteration 64Q (358.810000 sec): 3 clusters
  Score: Raw -3627746.881296 + Penalty 5029.783127 = -3622717.098169
  nChanged 28
		SP:Iteration 65Q (358.890000 sec): 3 clusters
  Score: Raw -3627752.683170 + Penalty 5029.783127 = -3622722.900043
  nChanged 29
		SP:Iteration 66Q (358.960000 sec): 3 clusters
  Score: Raw -3627759.167342 + Penalty 5029.783127 = -3622729.384216
  nChanged 31
		SP:Iteration 67Q (359.040000 sec): 3 clusters
  Score: Raw -3627766.167122 + Penalty 5029.783127 = -3622736.383995
  nChanged 37
		SP:Iteration 68Q (359.120000 sec): 3 clusters
  Score: Raw -3627773.839044 + Penalty 5029.783127 = -3622744.055917
  nChanged 28
		SP:Iteration 69Q (359.200000 sec): 3 clusters
  Score: Raw -3627780.279635 + Penalty 5029.783127 = -3622750.496508
  nChanged 32
		SP:Iteration 70Q (359.280000 sec): 3 clusters
  Score: Raw -3627789.601289 + Penalty 5029.783127 = -3622759.818162
  nChanged 43
		SP:Iteration 71Q (359.350000 sec): 3 clusters
  Score: Raw -3627802.691408 + Penalty 5029.783127 = -3622772.908281
  nChanged 41
		SP:Iteration 72Q (359.430000 sec): 3 clusters
  Score: Raw -3627813.167977 + Penalty 5029.783127 = -3622783.384850
  nChanged 30
		SP:Iteration 73Q (359.500000 sec): 3 clusters
  Score: Raw -3627821.284820 + Penalty 5029.783127 = -3622791.501693
  nChanged 43
		SP:Iteration 74Q (359.580000 sec): 3 clusters
  Score: Raw -3627833.885604 + Penalty 5029.783127 = -3622804.102477
  nChanged 54
		SP:Iteration 75Q (359.660000 sec): 3 clusters
  Score: Raw -3627849.392605 + Penalty 5029.783127 = -3622819.609479
  nChanged 49
		SP:Iteration 76Q (359.730000 sec): 3 clusters
  Score: Raw -3627865.952717 + Penalty 5029.783127 = -3622836.169591
  nChanged 51
		SP:Iteration 77Q (359.810000 sec): 3 clusters
  Score: Raw -3627883.900035 + Penalty 5029.783127 = -3622854.116908
  nChanged 38
		SP:Iteration 78Q (359.890000 sec): 3 clusters
  Score: Raw -3627896.170674 + Penalty 5029.783127 = -3622866.387547
  nChanged 40
		SP:Iteration 79Q (359.960000 sec): 3 clusters
  Score: Raw -3627910.511458 + Penalty 5029.783127 = -3622880.728331
  nChanged 53
		SP:Iteration 80F (360.060000 sec): 3 clusters
  Score: Raw -3627927.954712 + Penalty 5029.783127 = -3622898.171585
  nChanged 58
		SP:Iteration 81Q (360.130000 sec): 3 clusters
  Score: Raw -3627945.876657 + Penalty 5029.783127 = -3622916.093530
  nChanged 47
		SP:Iteration 82Q (360.210000 sec): 3 clusters
  Score: Raw -3627962.007113 + Penalty 5029.783127 = -3622932.223986
  nChanged 47
		SP:Iteration 83Q (360.280000 sec): 3 clusters
  Score: Raw -3627977.018709 + Penalty 5029.783127 = -3622947.235583
  nChanged 55
		SP:Iteration 84Q (360.360000 sec): 3 clusters
  Score: Raw -3627994.162152 + Penalty 5029.783127 = -3622964.379025
  nChanged 48
		SP:Iteration 85Q (360.430000 sec): 3 clusters
  Score: Raw -3628009.750848 + Penalty 5029.783127 = -3622979.967721
  nChanged 42
		SP:Iteration 86Q (360.510000 sec): 3 clusters
  Score: Raw -3628024.411633 + Penalty 5029.783127 = -3622994.628506
  nChanged 42
		SP:Iteration 87Q (360.580000 sec): 3 clusters
  Score: Raw -3628037.508992 + Penalty 5029.783127 = -3623007.725866
  nChanged 37
		SP:Iteration 88Q (360.660000 sec): 3 clusters
  Score: Raw -3628047.500871 + Penalty 5029.783127 = -3623017.717744
  nChanged 33
		SP:Iteration 89Q (360.730000 sec): 3 clusters
  Score: Raw -3628057.898485 + Penalty 5029.783127 = -3623028.115358
  nChanged 34
		SP:Iteration 90Q (360.810000 sec): 3 clusters
  Score: Raw -3628065.289520 + Penalty 5029.783127 = -3623035.506393
  nChanged 24
		SP:Iteration 91Q (360.880000 sec): 3 clusters
  Score: Raw -3628072.861630 + Penalty 5029.783127 = -3623043.078504
  nChanged 32
		SP:Iteration 92Q (360.960000 sec): 3 clusters
  Score: Raw -3628084.976466 + Penalty 5029.783127 = -3623055.193339
  nChanged 28
		SP:Iteration 93Q (361.040000 sec): 3 clusters
  Score: Raw -3628094.718167 + Penalty 5029.783127 = -3623064.935041
  nChanged 33
		SP:Iteration 94Q (361.110000 sec): 3 clusters
  Score: Raw -3628107.166795 + Penalty 5029.783127 = -3623077.383668
  nChanged 35
		SP:Iteration 95Q (361.180000 sec): 3 clusters
  Score: Raw -3628118.710100 + Penalty 5029.783127 = -3623088.926973
  nChanged 27
		SP:Iteration 96Q (361.260000 sec): 3 clusters
  Score: Raw -3628124.601873 + Penalty 5029.783127 = -3623094.818746
  nChanged 15
		SP:Iteration 97Q (361.330000 sec): 3 clusters
  Score: Raw -3628128.718224 + Penalty 5029.783127 = -3623098.935097
  nChanged 21
		SP:Iteration 98Q (361.400000 sec): 3 clusters
  Score: Raw -3628134.098263 + Penalty 5029.783127 = -3623104.315136
  nChanged 16
		SP:Iteration 99Q (361.470000 sec): 3 clusters
  Score: Raw -3628138.665820 + Penalty 5029.783127 = -3623108.882693
  nChanged 14
		SP:Iteration 100F (361.570000 sec): 3 clusters
  Score: Raw -3628142.463651 + Penalty 5029.783127 = -3623112.680524
  nChanged 12
		SP:Iteration 101Q (361.640000 sec): 3 clusters
  Score: Raw -3628145.602897 + Penalty 5029.783127 = -3623115.819770
  nChanged 14
		SP:Iteration 102Q (361.720000 sec): 3 clusters
  Score: Raw -3628148.276333 + Penalty 5029.783127 = -3623118.493206
  nChanged 7
		SP:Iteration 103Q (361.790000 sec): 3 clusters
  Score: Raw -3628150.677426 + Penalty 5029.783127 = -3623120.894300
  nChanged 8
		SP:Iteration 104Q (361.860000 sec): 3 clusters
  Score: Raw -3628153.216130 + Penalty 5029.783127 = -3623123.433003
  nChanged 10
		SP:Iteration 105Q (361.940000 sec): 3 clusters
  Score: Raw -3628156.202194 + Penalty 5029.783127 = -3623126.419068
  nChanged 12
		SP:Iteration 106Q (362.010000 sec): 3 clusters
  Score: Raw -3628160.414395 + Penalty 5029.783127 = -3623130.631268
  nChanged 15
		SP:Iteration 107Q (362.080000 sec): 3 clusters
  Score: Raw -3628164.226355 + Penalty 5029.783127 = -3623134.443229
  nChanged 13
		SP:Iteration 108Q (362.160000 sec): 3 clusters
  Score: Raw -3628166.644396 + Penalty 5029.783127 = -3623136.861269
  nChanged 12
		SP:Iteration 109Q (362.230000 sec): 3 clusters
  Score: Raw -3628169.403277 + Penalty 5029.783127 = -3623139.620151
  nChanged 9
		SP:Iteration 110Q (362.300000 sec): 3 clusters
  Score: Raw -3628171.542432 + Penalty 5029.783127 = -3623141.759306
  nChanged 10
		SP:Iteration 111Q (362.380000 sec): 3 clusters
  Score: Raw -3628173.916901 + Penalty 5029.783127 = -3623144.133775
  nChanged 5
		SP:Iteration 112Q (362.450000 sec): 3 clusters
  Score: Raw -3628174.855559 + Penalty 5029.783127 = -3623145.072433
  nChanged 5
		SP:Iteration 113Q (362.520000 sec): 3 clusters
  Score: Raw -3628175.972380 + Penalty 5029.783127 = -3623146.189253
  nChanged 2
		SP:Iteration 114Q (362.600000 sec): 3 clusters
  Score: Raw -3628176.471872 + Penalty 5029.783127 = -3623146.688746
  nChanged 5
		SP:Iteration 115Q (362.670000 sec): 3 clusters
  Score: Raw -3628177.894126 + Penalty 5029.783127 = -3623148.111000
  nChanged 5
		SP:Iteration 116Q (362.740000 sec): 3 clusters
  Score: Raw -3628178.832577 + Penalty 5029.783127 = -3623149.049451
  nChanged 1
		SP:Iteration 117Q (362.820000 sec): 3 clusters
  Score: Raw -3628179.262505 + Penalty 5029.783127 = -3623149.479379
  nChanged 2
		SP:Iteration 118Q (362.890000 sec): 3 clusters
  Score: Raw -3628179.401937 + Penalty 5029.783127 = -3623149.618810
  nChanged 1
		SP:Iteration 119Q (362.970000 sec): 3 clusters
  Score: Raw -3628179.502021 + Penalty 5029.783127 = -3623149.718895
  nChanged 2
		SP:Iteration 120F (363.060000 sec): 3 clusters
  Score: Raw -3628180.073040 + Penalty 5029.783127 = -3623150.289914
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (1621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (363.090000 sec): 2 clusters
  Score: Raw -191784.227621 + Penalty 1832.918033 = -189951.309587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (363.090000 sec): 3 clusters
  Score: Raw -191926.960541 + Penalty 3665.836067 = -188261.124475
  nChanged 617
		SP:Iteration 1F (363.100000 sec): 3 clusters
  Score: Raw -195669.015387 + Penalty 3665.836067 = -192003.179320
  nChanged 320
		SP:Iteration 2F (363.100000 sec): 3 clusters
  Score: Raw -199279.861354 + Penalty 3665.836067 = -195614.025287
  nChanged 83
		SP:Iteration 3F (363.110000 sec): 3 clusters
  Score: Raw -200067.036671 + Penalty 3665.836067 = -196401.200604
  nChanged 22
		SP:Iteration 4Q (363.120000 sec): 3 clusters
  Score: Raw -200200.291117 + Penalty 3665.836067 = -196534.455050
  nChanged 12
		SP:Iteration 5Q (363.120000 sec): 3 clusters
  Score: Raw -200252.754948 + Penalty 3665.836067 = -196586.918881
  nChanged 8
		SP:Iteration 6Q (363.120000 sec): 3 clusters
  Score: Raw -200291.860500 + Penalty 3665.836067 = -196626.024433
  nChanged 4
		SP:Iteration 7Q (363.130000 sec): 3 clusters
  Score: Raw -200304.882409 + Penalty 3665.836067 = -196639.046342
  nChanged 2
		SP:Iteration 8Q (363.130000 sec): 3 clusters
  Score: Raw -200307.472464 + Penalty 3665.836067 = -196641.636398
  nChanged 0
		SP:Iteration 9F (363.140000 sec): 3 clusters
  Score: Raw -200307.472464 + Penalty 3665.836067 = -196641.636398
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 20.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (18167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (363.210000 sec): 2 clusters
  Score: Raw -2619631.643475 + Penalty 2432.225786 = -2617199.417689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (363.280000 sec): 3 clusters
  Score: Raw -2609294.398187 + Penalty 4864.451572 = -2604429.946615
  nChanged 7889
		SP:Iteration 1F (363.350000 sec): 3 clusters
  Score: Raw -2614010.966034 + Penalty 4864.451572 = -2609146.514462
  nChanged 1358
		SP:Iteration 2F (363.410000 sec): 3 clusters
  Score: Raw -2615874.565278 + Penalty 4864.451572 = -2611010.113706
  nChanged 1972
		SP:Iteration 3F (363.480000 sec): 3 clusters
  Score: Raw -2618512.101021 + Penalty 4864.451572 = -2613647.649449
  nChanged 2254
		SP:Iteration 4F (363.550000 sec): 3 clusters
  Score: Raw -2621031.420063 + Penalty 4864.451572 = -2616166.968491
  nChanged 1708
		SP:Iteration 5F (363.610000 sec): 3 clusters
  Score: Raw -2622562.701956 + Penalty 4864.451572 = -2617698.250384
  nChanged 1020
		SP:Iteration 6F (363.680000 sec): 3 clusters
  Score: Raw -2623258.169434 + Penalty 4864.451572 = -2618393.717862
  nChanged 563
		SP:Iteration 7Q (363.750000 sec): 3 clusters
  Score: Raw -2623585.136862 + Penalty 4864.451572 = -2618720.685290
  nChanged 370
		SP:Iteration 8Q (363.820000 sec): 3 clusters
  Score: Raw -2623773.293048 + Penalty 4864.451572 = -2618908.841476
  nChanged 276
		SP:Iteration 9Q (363.880000 sec): 3 clusters
  Score: Raw -2623895.497115 + Penalty 4864.451572 = -2619031.045543
  nChanged 195
		SP:Iteration 10Q (363.950000 sec): 3 clusters
  Score: Raw -2623968.688161 + Penalty 4864.451572 = -2619104.236589
  nChanged 153
		SP:Iteration 11Q (364.020000 sec): 3 clusters
  Score: Raw -2624023.395129 + Penalty 4864.451572 = -2619158.943557
  nChanged 143
		SP:Iteration 12Q (364.080000 sec): 3 clusters
  Score: Raw -2624071.848207 + Penalty 4864.451572 = -2619207.396635
  nChanged 109
		SP:Iteration 13Q (364.150000 sec): 3 clusters
  Score: Raw -2624105.291162 + Penalty 4864.451572 = -2619240.839590
  nChanged 83
		SP:Iteration 14Q (364.210000 sec): 3 clusters
  Score: Raw -2624128.442337 + Penalty 4864.451572 = -2619263.990765
  nChanged 63
		SP:Iteration 15Q (364.280000 sec): 3 clusters
  Score: Raw -2624142.687536 + Penalty 4864.451572 = -2619278.235964
  nChanged 42
		SP:Iteration 16Q (364.340000 sec): 3 clusters
  Score: Raw -2624151.175632 + Penalty 4864.451572 = -2619286.724060
  nChanged 32
		SP:Iteration 17Q (364.410000 sec): 3 clusters
  Score: Raw -2624157.229541 + Penalty 4864.451572 = -2619292.777969
  nChanged 31
		SP:Iteration 18Q (364.480000 sec): 3 clusters
  Score: Raw -2624163.749056 + Penalty 4864.451572 = -2619299.297484
  nChanged 36
		SP:Iteration 19Q (364.550000 sec): 3 clusters
  Score: Raw -2624172.348921 + Penalty 4864.451572 = -2619307.897349
  nChanged 31
		SP:Iteration 20F (364.620000 sec): 3 clusters
  Score: Raw -2624177.844239 + Penalty 4864.451572 = -2619313.392667
  nChanged 24
		SP:Iteration 21Q (364.700000 sec): 3 clusters
  Score: Raw -2624182.255571 + Penalty 4864.451572 = -2619317.803999
  nChanged 24
		SP:Iteration 22Q (364.770000 sec): 3 clusters
  Score: Raw -2624186.192935 + Penalty 4864.451572 = -2619321.741363
  nChanged 19
		SP:Iteration 23Q (364.840000 sec): 3 clusters
  Score: Raw -2624189.123628 + Penalty 4864.451572 = -2619324.672056
  nChanged 19
		SP:Iteration 24Q (364.910000 sec): 3 clusters
  Score: Raw -2624192.946867 + Penalty 4864.451572 = -2619328.495295
  nChanged 13
		SP:Iteration 25Q (364.980000 sec): 3 clusters
  Score: Raw -2624194.843314 + Penalty 4864.451572 = -2619330.391741
  nChanged 8
		SP:Iteration 26Q (365.060000 sec): 3 clusters
  Score: Raw -2624196.049733 + Penalty 4864.451572 = -2619331.598161
  nChanged 7
		SP:Iteration 27Q (365.130000 sec): 3 clusters
  Score: Raw -2624197.009893 + Penalty 4864.451572 = -2619332.558321
  nChanged 4
		SP:Iteration 28Q (365.200000 sec): 3 clusters
  Score: Raw -2624197.557137 + Penalty 4864.451572 = -2619333.105565
  nChanged 5
		SP:Iteration 29Q (365.280000 sec): 3 clusters
  Score: Raw -2624198.460833 + Penalty 4864.451572 = -2619334.009261
  nChanged 4
		SP:Iteration 30Q (365.350000 sec): 3 clusters
  Score: Raw -2624199.084004 + Penalty 4864.451572 = -2619334.632431
  nChanged 3
		SP:Iteration 31Q (365.420000 sec): 3 clusters
  Score: Raw -2624199.538434 + Penalty 4864.451572 = -2619335.086862
  nChanged 5
		SP:Iteration 32Q (365.490000 sec): 3 clusters
  Score: Raw -2624200.395184 + Penalty 4864.451572 = -2619335.943612
  nChanged 3
		SP:Iteration 33Q (365.570000 sec): 3 clusters
  Score: Raw -2624200.751204 + Penalty 4864.451572 = -2619336.299632
  nChanged 5
		SP:Iteration 34Q (365.640000 sec): 3 clusters
  Score: Raw -2624201.610920 + Penalty 4864.451572 = -2619337.159348
  nChanged 5
		SP:Iteration 35Q (365.710000 sec): 3 clusters
  Score: Raw -2624202.754063 + Penalty 4864.451572 = -2619338.302491
  nChanged 7
		SP:Iteration 36Q (365.780000 sec): 3 clusters
  Score: Raw -2624203.886302 + Penalty 4864.451572 = -2619339.434730
  nChanged 4
		SP:Iteration 37Q (365.860000 sec): 3 clusters
  Score: Raw -2624204.703281 + Penalty 4864.451572 = -2619340.251709
  nChanged 5
		SP:Iteration 38Q (365.930000 sec): 3 clusters
  Score: Raw -2624205.647082 + Penalty 4864.451572 = -2619341.195510
  nChanged 6
		SP:Iteration 39Q (366.010000 sec): 3 clusters
  Score: Raw -2624207.072339 + Penalty 4864.451572 = -2619342.620767
  nChanged 5
		SP:Iteration 40F (366.080000 sec): 3 clusters
  Score: Raw -2624207.806266 + Penalty 4864.451572 = -2619343.354694
  nChanged 1
		SP:Iteration 41Q (366.160000 sec): 3 clusters
  Score: Raw -2624208.005365 + Penalty 4864.451572 = -2619343.553793
  nChanged 1
		SP:Iteration 42Q (366.230000 sec): 3 clusters
  Score: Raw -2624208.084485 + Penalty 4864.451572 = -2619343.632913
  nChanged 0
		SP:Iteration 43F (366.310000 sec): 3 clusters
  Score: Raw -2624208.084485 + Penalty 4864.451572 = -2619343.632913
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 21.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (24474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (366.400000 sec): 2 clusters
  Score: Raw -3421711.709242 + Penalty 2506.130919 = -3419205.578324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (366.510000 sec): 3 clusters
  Score: Raw -3407239.417503 + Penalty 5012.261838 = -3402227.155665
  nChanged 10879
		SP:Iteration 1F (366.610000 sec): 3 clusters
  Score: Raw -3413174.102393 + Penalty 5012.261838 = -3408161.840556
  nChanged 1280
		SP:Iteration 2F (366.710000 sec): 3 clusters
  Score: Raw -3413627.085003 + Penalty 5012.261838 = -3408614.823166
  nChanged 1142
		SP:Iteration 3Q (366.820000 sec): 3 clusters
  Score: Raw -3414034.456309 + Penalty 5012.261838 = -3409022.194471
  nChanged 1056
		SP:Iteration 4Q (366.920000 sec): 3 clusters
  Score: Raw -3414425.111003 + Penalty 5012.261838 = -3409412.849165
  nChanged 1024
		SP:Iteration 5Q (367.020000 sec): 3 clusters
  Score: Raw -3414873.117678 + Penalty 5012.261838 = -3409860.855840
  nChanged 1115
		SP:Iteration 6Q (367.120000 sec): 3 clusters
  Score: Raw -3415414.513148 + Penalty 5012.261838 = -3410402.251310
  nChanged 1204
		SP:Iteration 7Q (367.220000 sec): 3 clusters
  Score: Raw -3416052.791024 + Penalty 5012.261838 = -3411040.529186
  nChanged 1224
		SP:Iteration 8F (367.320000 sec): 3 clusters
  Score: Raw -3416779.872670 + Penalty 5012.261838 = -3411767.610833
  nChanged 1305
		SP:Iteration 9F (367.420000 sec): 3 clusters
  Score: Raw -3417637.852214 + Penalty 5012.261838 = -3412625.590376
  nChanged 1321
		SP:Iteration 10F (367.520000 sec): 3 clusters
  Score: Raw -3418541.912740 + Penalty 5012.261838 = -3413529.650903
  nChanged 1212
		SP:Iteration 11Q (367.620000 sec): 3 clusters
  Score: Raw -3419408.399537 + Penalty 5012.261838 = -3414396.137699
  nChanged 1071
		SP:Iteration 12Q (367.720000 sec): 3 clusters
  Score: Raw -3420195.513754 + Penalty 5012.261838 = -3415183.251916
  nChanged 876
		SP:Iteration 13Q (367.820000 sec): 3 clusters
  Score: Raw -3420862.137080 + Penalty 5012.261838 = -3415849.875242
  nChanged 662
		SP:Iteration 14Q (367.910000 sec): 3 clusters
  Score: Raw -3421373.222452 + Penalty 5012.261838 = -3416360.960614
  nChanged 469
		SP:Iteration 15Q (368.000000 sec): 3 clusters
  Score: Raw -3421727.119191 + Penalty 5012.261838 = -3416714.857353
  nChanged 316
		SP:Iteration 16Q (368.090000 sec): 3 clusters
  Score: Raw -3421962.987232 + Penalty 5012.261838 = -3416950.725394
  nChanged 199
		SP:Iteration 17Q (368.180000 sec): 3 clusters
  Score: Raw -3422097.832380 + Penalty 5012.261838 = -3417085.570542
  nChanged 132
		SP:Iteration 18Q (368.270000 sec): 3 clusters
  Score: Raw -3422191.253718 + Penalty 5012.261838 = -3417178.991880
  nChanged 95
		SP:Iteration 19Q (368.360000 sec): 3 clusters
  Score: Raw -3422260.666415 + Penalty 5012.261838 = -3417248.404577
  nChanged 69
		SP:Iteration 20F (368.460000 sec): 3 clusters
  Score: Raw -3422312.157296 + Penalty 5012.261838 = -3417299.895458
  nChanged 44
		SP:Iteration 21Q (368.540000 sec): 3 clusters
  Score: Raw -3422339.290298 + Penalty 5012.261838 = -3417327.028460
  nChanged 33
		SP:Iteration 22Q (368.620000 sec): 3 clusters
  Score: Raw -3422361.886093 + Penalty 5012.261838 = -3417349.624256
  nChanged 24
		SP:Iteration 23Q (368.700000 sec): 3 clusters
  Score: Raw -3422379.792099 + Penalty 5012.261838 = -3417367.530261
  nChanged 23
		SP:Iteration 24Q (368.780000 sec): 3 clusters
  Score: Raw -3422394.842559 + Penalty 5012.261838 = -3417382.580721
  nChanged 25
		SP:Iteration 25Q (368.860000 sec): 3 clusters
  Score: Raw -3422409.422442 + Penalty 5012.261838 = -3417397.160604
  nChanged 14
		SP:Iteration 26Q (368.940000 sec): 3 clusters
  Score: Raw -3422419.279184 + Penalty 5012.261838 = -3417407.017346
  nChanged 9
		SP:Iteration 27Q (369.020000 sec): 3 clusters
  Score: Raw -3422423.926274 + Penalty 5012.261838 = -3417411.664436
  nChanged 7
		SP:Iteration 28Q (369.100000 sec): 3 clusters
  Score: Raw -3422427.853954 + Penalty 5012.261838 = -3417415.592116
  nChanged 10
		SP:Iteration 29Q (369.180000 sec): 3 clusters
  Score: Raw -3422439.037068 + Penalty 5012.261838 = -3417426.775230
  nChanged 11
		SP:Iteration 30Q (369.250000 sec): 3 clusters
  Score: Raw -3422447.001444 + Penalty 5012.261838 = -3417434.739606
  nChanged 5
		SP:Iteration 31Q (369.330000 sec): 3 clusters
  Score: Raw -3422451.389299 + Penalty 5012.261838 = -3417439.127462
  nChanged 9
		SP:Iteration 32Q (369.410000 sec): 3 clusters
  Score: Raw -3422459.594001 + Penalty 5012.261838 = -3417447.332163
  nChanged 13
		SP:Iteration 33Q (369.480000 sec): 3 clusters
  Score: Raw -3422467.209079 + Penalty 5012.261838 = -3417454.947242
  nChanged 5
		SP:Iteration 34Q (369.560000 sec): 3 clusters
  Score: Raw -3422469.830477 + Penalty 5012.261838 = -3417457.568639
  nChanged 5
		SP:Iteration 35Q (369.640000 sec): 3 clusters
  Score: Raw -3422471.776450 + Penalty 5012.261838 = -3417459.514613
  nChanged 1
		SP:Iteration 36Q (369.710000 sec): 3 clusters
  Score: Raw -3422472.336667 + Penalty 5012.261838 = -3417460.074829
  nChanged 1
		SP:Iteration 37Q (369.790000 sec): 3 clusters
  Score: Raw -3422473.261595 + Penalty 5012.261838 = -3417460.999758
  nChanged 0
		SP:Iteration 38F (369.890000 sec): 3 clusters
  Score: Raw -3422473.261595 + Penalty 5012.261838 = -3417460.999758
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (316847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (371.490000 sec): 2 clusters
  Score: Raw -46563141.773936 + Penalty 3141.211223 = -46560000.562713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (372.790000 sec): 3 clusters
  Score: Raw -46353256.878369 + Penalty 6282.422446 = -46346974.455923
  nChanged 153425
		SP:Iteration 1F (374.100000 sec): 3 clusters
  Score: Raw -46446487.030111 + Penalty 6282.422446 = -46440204.607665
  nChanged 12318
		SP:Iteration 2Q (375.420000 sec): 3 clusters
  Score: Raw -46451157.755389 + Penalty 6282.422446 = -46444875.332942
  nChanged 16327
		SP:Iteration 3F (376.720000 sec): 3 clusters
  Score: Raw -46459694.450001 + Penalty 6282.422446 = -46453412.027555
  nChanged 20787
		SP:Iteration 4F (378.020000 sec): 3 clusters
  Score: Raw -46472579.076650 + Penalty 6282.422446 = -46466296.654204
  nChanged 22850
		SP:Iteration 5F (379.300000 sec): 3 clusters
  Score: Raw -46486863.033496 + Penalty 6282.422446 = -46480580.611050
  nChanged 21462
		SP:Iteration 6F (380.590000 sec): 3 clusters
  Score: Raw -46498985.832065 + Penalty 6282.422446 = -46492703.409619
  nChanged 18021
		SP:Iteration 7F (381.840000 sec): 3 clusters
  Score: Raw -46507879.804925 + Penalty 6282.422446 = -46501597.382479
  nChanged 14421
		SP:Iteration 8Q (383.060000 sec): 3 clusters
  Score: Raw -46514509.668733 + Penalty 6282.422446 = -46508227.246286
  nChanged 11746
		SP:Iteration 9Q (384.300000 sec): 3 clusters
  Score: Raw -46520175.266225 + Penalty 6282.422446 = -46513892.843779
  nChanged 10364
		SP:Iteration 10Q (385.530000 sec): 3 clusters
  Score: Raw -46525986.612792 + Penalty 6282.422446 = -46519704.190346
  nChanged 9790
		SP:Iteration 11Q (386.750000 sec): 3 clusters
  Score: Raw -46532293.790350 + Penalty 6282.422446 = -46526011.367904
  nChanged 9169
		SP:Iteration 12Q (387.960000 sec): 3 clusters
  Score: Raw -46538146.979639 + Penalty 6282.422446 = -46531864.557193
  nChanged 7841
		SP:Iteration 13Q (389.130000 sec): 3 clusters
  Score: Raw -46542492.848912 + Penalty 6282.422446 = -46536210.426466
  nChanged 6215
		SP:Iteration 14Q (390.270000 sec): 3 clusters
  Score: Raw -46545423.319535 + Penalty 6282.422446 = -46539140.897088
  nChanged 4922
		SP:Iteration 15Q (391.370000 sec): 3 clusters
  Score: Raw -46547614.720239 + Penalty 6282.422446 = -46541332.297793
  nChanged 4329
		SP:Iteration 16Q (392.460000 sec): 3 clusters
  Score: Raw -46549478.818968 + Penalty 6282.422446 = -46543196.396522
  nChanged 3922
		SP:Iteration 17Q (393.540000 sec): 3 clusters
  Score: Raw -46551125.313311 + Penalty 6282.422446 = -46544842.890865
  nChanged 3674
		SP:Iteration 18Q (394.600000 sec): 3 clusters
  Score: Raw -46552660.468524 + Penalty 6282.422446 = -46546378.046078
  nChanged 3496
		SP:Iteration 19Q (395.650000 sec): 3 clusters
  Score: Raw -46554107.715329 + Penalty 6282.422446 = -46547825.292883
  nChanged 3306
		SP:Iteration 20F (396.850000 sec): 3 clusters
  Score: Raw -46555479.670857 + Penalty 6282.422446 = -46549197.248411
  nChanged 3064
		SP:Iteration 21Q (397.870000 sec): 3 clusters
  Score: Raw -46556749.213405 + Penalty 6282.422446 = -46550466.790959
  nChanged 2854
		SP:Iteration 22Q (398.880000 sec): 3 clusters
  Score: Raw -46557972.604328 + Penalty 6282.422446 = -46551690.181882
  nChanged 2665
		SP:Iteration 23Q (399.880000 sec): 3 clusters
  Score: Raw -46559153.126400 + Penalty 6282.422446 = -46552870.703954
  nChanged 2461
		SP:Iteration 24Q (400.870000 sec): 3 clusters
  Score: Raw -46560197.864847 + Penalty 6282.422446 = -46553915.442401
  nChanged 2207
		SP:Iteration 25Q (401.840000 sec): 3 clusters
  Score: Raw -46561120.618783 + Penalty 6282.422446 = -46554838.196337
  nChanged 1950
		SP:Iteration 26Q (402.820000 sec): 3 clusters
  Score: Raw -46561891.742231 + Penalty 6282.422446 = -46555609.319785
  nChanged 1812
		SP:Iteration 27Q (403.780000 sec): 3 clusters
  Score: Raw -46562607.120534 + Penalty 6282.422446 = -46556324.698087
  nChanged 1632
		SP:Iteration 28Q (404.730000 sec): 3 clusters
  Score: Raw -46563172.427135 + Penalty 6282.422446 = -46556890.004688
  nChanged 1409
		SP:Iteration 29Q (405.680000 sec): 3 clusters
  Score: Raw -46563609.222031 + Penalty 6282.422446 = -46557326.799585
  nChanged 1215
		SP:Iteration 30Q (406.630000 sec): 3 clusters
  Score: Raw -46563979.389029 + Penalty 6282.422446 = -46557696.966583
  nChanged 1148
		SP:Iteration 31Q (407.570000 sec): 3 clusters
  Score: Raw -46564300.584785 + Penalty 6282.422446 = -46558018.162339
  nChanged 994
		SP:Iteration 32Q (408.500000 sec): 3 clusters
  Score: Raw -46564544.005923 + Penalty 6282.422446 = -46558261.583477
  nChanged 832
		SP:Iteration 33Q (409.430000 sec): 3 clusters
  Score: Raw -46564716.640605 + Penalty 6282.422446 = -46558434.218158
  nChanged 735
		SP:Iteration 34Q (410.360000 sec): 3 clusters
  Score: Raw -46564853.364326 + Penalty 6282.422446 = -46558570.941879
  nChanged 648
		SP:Iteration 35Q (411.280000 sec): 3 clusters
  Score: Raw -46564957.763046 + Penalty 6282.422446 = -46558675.340600
  nChanged 561
		SP:Iteration 36Q (412.200000 sec): 3 clusters
  Score: Raw -46565035.680472 + Penalty 6282.422446 = -46558753.258026
  nChanged 500
		SP:Iteration 37Q (413.120000 sec): 3 clusters
  Score: Raw -46565097.421950 + Penalty 6282.422446 = -46558814.999504
  nChanged 464
		SP:Iteration 38Q (414.050000 sec): 3 clusters
  Score: Raw -46565152.535113 + Penalty 6282.422446 = -46558870.112667
  nChanged 438
		SP:Iteration 39Q (414.970000 sec): 3 clusters
  Score: Raw -46565199.169821 + Penalty 6282.422446 = -46558916.747375
  nChanged 365
		SP:Iteration 40F (416.160000 sec): 3 clusters
  Score: Raw -46565234.665052 + Penalty 6282.422446 = -46558952.242605
  nChanged 368
		SP:Iteration 41Q (417.070000 sec): 3 clusters
  Score: Raw -46565273.498869 + Penalty 6282.422446 = -46558991.076423
  nChanged 351
		SP:Iteration 42Q (417.990000 sec): 3 clusters
  Score: Raw -46565309.229325 + Penalty 6282.422446 = -46559026.806879
  nChanged 370
		SP:Iteration 43Q (418.910000 sec): 3 clusters
  Score: Raw -46565351.341733 + Penalty 6282.422446 = -46559068.919286
  nChanged 376
		SP:Iteration 44Q (419.830000 sec): 3 clusters
  Score: Raw -46565394.818922 + Penalty 6282.422446 = -46559112.396476
  nChanged 380
		SP:Iteration 45Q (420.740000 sec): 3 clusters
  Score: Raw -46565438.783563 + Penalty 6282.422446 = -46559156.361117
  nChanged 360
		SP:Iteration 46Q (421.650000 sec): 3 clusters
  Score: Raw -46565480.274641 + Penalty 6282.422446 = -46559197.852194
  nChanged 323
		SP:Iteration 47Q (422.550000 sec): 3 clusters
  Score: Raw -46565514.963947 + Penalty 6282.422446 = -46559232.541501
  nChanged 312
		SP:Iteration 48Q (423.460000 sec): 3 clusters
  Score: Raw -46565544.240333 + Penalty 6282.422446 = -46559261.817887
  nChanged 293
		SP:Iteration 49Q (424.350000 sec): 3 clusters
  Score: Raw -46565574.025930 + Penalty 6282.422446 = -46559291.603484
  nChanged 294
		SP:Iteration 50Q (425.260000 sec): 3 clusters
  Score: Raw -46565606.441089 + Penalty 6282.422446 = -46559324.018643
  nChanged 301
		SP:Iteration 51Q (426.160000 sec): 3 clusters
  Score: Raw -46565638.901285 + Penalty 6282.422446 = -46559356.478839
  nChanged 294
		SP:Iteration 52Q (427.060000 sec): 3 clusters
  Score: Raw -46565669.594055 + Penalty 6282.422446 = -46559387.171609
  nChanged 276
		SP:Iteration 53Q (427.970000 sec): 3 clusters
  Score: Raw -46565697.590570 + Penalty 6282.422446 = -46559415.168124
  nChanged 255
		SP:Iteration 54Q (428.870000 sec): 3 clusters
  Score: Raw -46565721.135902 + Penalty 6282.422446 = -46559438.713456
  nChanged 230
		SP:Iteration 55Q (429.770000 sec): 3 clusters
  Score: Raw -46565741.936868 + Penalty 6282.422446 = -46559459.514422
  nChanged 226
		SP:Iteration 56Q (430.660000 sec): 3 clusters
  Score: Raw -46565762.750004 + Penalty 6282.422446 = -46559480.327558
  nChanged 187
		SP:Iteration 57Q (431.560000 sec): 3 clusters
  Score: Raw -46565778.752512 + Penalty 6282.422446 = -46559496.330066
  nChanged 161
		SP:Iteration 58Q (432.460000 sec): 3 clusters
  Score: Raw -46565791.456630 + Penalty 6282.422446 = -46559509.034184
  nChanged 158
		SP:Iteration 59Q (433.370000 sec): 3 clusters
  Score: Raw -46565803.990249 + Penalty 6282.422446 = -46559521.567803
  nChanged 152
		SP:Iteration 60F (434.560000 sec): 3 clusters
  Score: Raw -46565814.255374 + Penalty 6282.422446 = -46559531.832928
  nChanged 131
		SP:Iteration 61Q (435.460000 sec): 3 clusters
  Score: Raw -46565823.346411 + Penalty 6282.422446 = -46559540.923965
  nChanged 120
		SP:Iteration 62Q (436.350000 sec): 3 clusters
  Score: Raw -46565832.027112 + Penalty 6282.422446 = -46559549.604666
  nChanged 123
		SP:Iteration 63Q (437.240000 sec): 3 clusters
  Score: Raw -46565840.683210 + Penalty 6282.422446 = -46559558.260764
  nChanged 130
		SP:Iteration 64Q (438.140000 sec): 3 clusters
  Score: Raw -46565849.132709 + Penalty 6282.422446 = -46559566.710262
  nChanged 98
		SP:Iteration 65Q (439.020000 sec): 3 clusters
  Score: Raw -46565854.285637 + Penalty 6282.422446 = -46559571.863191
  nChanged 83
		SP:Iteration 66Q (439.910000 sec): 3 clusters
  Score: Raw -46565858.358234 + Penalty 6282.422446 = -46559575.935788
  nChanged 73
		SP:Iteration 67Q (440.800000 sec): 3 clusters
  Score: Raw -46565862.231626 + Penalty 6282.422446 = -46559579.809180
  nChanged 68
		SP:Iteration 68Q (441.700000 sec): 3 clusters
  Score: Raw -46565865.577518 + Penalty 6282.422446 = -46559583.155072
  nChanged 65
		SP:Iteration 69Q (442.590000 sec): 3 clusters
  Score: Raw -46565868.879899 + Penalty 6282.422446 = -46559586.457453
  nChanged 62
		SP:Iteration 70Q (443.490000 sec): 3 clusters
  Score: Raw -46565872.373465 + Penalty 6282.422446 = -46559589.951018
  nChanged 54
		SP:Iteration 71Q (444.380000 sec): 3 clusters
  Score: Raw -46565875.688566 + Penalty 6282.422446 = -46559593.266120
  nChanged 52
		SP:Iteration 72Q (445.260000 sec): 3 clusters
  Score: Raw -46565878.060542 + Penalty 6282.422446 = -46559595.638095
  nChanged 52
		SP:Iteration 73Q (446.150000 sec): 3 clusters
  Score: Raw -46565880.401952 + Penalty 6282.422446 = -46559597.979506
  nChanged 45
		SP:Iteration 74Q (447.050000 sec): 3 clusters
  Score: Raw -46565882.471839 + Penalty 6282.422446 = -46559600.049393
  nChanged 45
		SP:Iteration 75Q (447.950000 sec): 3 clusters
  Score: Raw -46565884.448838 + Penalty 6282.422446 = -46559602.026392
  nChanged 44
		SP:Iteration 76Q (448.830000 sec): 3 clusters
  Score: Raw -46565886.696127 + Penalty 6282.422446 = -46559604.273681
  nChanged 56
		SP:Iteration 77Q (449.730000 sec): 3 clusters
  Score: Raw -46565889.387679 + Penalty 6282.422446 = -46559606.965233
  nChanged 57
		SP:Iteration 78Q (450.630000 sec): 3 clusters
  Score: Raw -46565892.001787 + Penalty 6282.422446 = -46559609.579341
  nChanged 54
		SP:Iteration 79Q (451.520000 sec): 3 clusters
  Score: Raw -46565894.717175 + Penalty 6282.422446 = -46559612.294729
  nChanged 48
		SP:Iteration 80F (452.720000 sec): 3 clusters
  Score: Raw -46565897.123768 + Penalty 6282.422446 = -46559614.701322
  nChanged 43
		SP:Iteration 81Q (453.610000 sec): 3 clusters
  Score: Raw -46565899.113485 + Penalty 6282.422446 = -46559616.691039
  nChanged 41
		SP:Iteration 82Q (454.500000 sec): 3 clusters
  Score: Raw -46565900.738094 + Penalty 6282.422446 = -46559618.315648
  nChanged 38
		SP:Iteration 83Q (455.400000 sec): 3 clusters
  Score: Raw -46565902.375641 + Penalty 6282.422446 = -46559619.953195
  nChanged 34
		SP:Iteration 84Q (456.300000 sec): 3 clusters
  Score: Raw -46565904.015861 + Penalty 6282.422446 = -46559621.593414
  nChanged 37
		SP:Iteration 85Q (457.200000 sec): 3 clusters
  Score: Raw -46565905.405695 + Penalty 6282.422446 = -46559622.983249
  nChanged 32
		SP:Iteration 86Q (458.090000 sec): 3 clusters
  Score: Raw -46565906.923948 + Penalty 6282.422446 = -46559624.501502
  nChanged 36
		SP:Iteration 87Q (458.980000 sec): 3 clusters
  Score: Raw -46565908.571980 + Penalty 6282.422446 = -46559626.149534
  nChanged 38
		SP:Iteration 88Q (459.870000 sec): 3 clusters
  Score: Raw -46565910.697885 + Penalty 6282.422446 = -46559628.275438
  nChanged 39
		SP:Iteration 89Q (460.760000 sec): 3 clusters
  Score: Raw -46565912.793912 + Penalty 6282.422446 = -46559630.371465
  nChanged 50
		SP:Iteration 90Q (461.650000 sec): 3 clusters
  Score: Raw -46565915.558549 + Penalty 6282.422446 = -46559633.136102
  nChanged 51
		SP:Iteration 91Q (462.540000 sec): 3 clusters
  Score: Raw -46565918.115809 + Penalty 6282.422446 = -46559635.693363
  nChanged 44
		SP:Iteration 92Q (463.420000 sec): 3 clusters
  Score: Raw -46565920.072428 + Penalty 6282.422446 = -46559637.649982
  nChanged 27
		SP:Iteration 93Q (464.310000 sec): 3 clusters
  Score: Raw -46565921.369864 + Penalty 6282.422446 = -46559638.947418
  nChanged 29
		SP:Iteration 94Q (465.200000 sec): 3 clusters
  Score: Raw -46565922.458268 + Penalty 6282.422446 = -46559640.035822
  nChanged 28
		SP:Iteration 95Q (466.090000 sec): 3 clusters
  Score: Raw -46565923.870207 + Penalty 6282.422446 = -46559641.447761
  nChanged 36
		SP:Iteration 96Q (466.980000 sec): 3 clusters
  Score: Raw -46565925.532763 + Penalty 6282.422446 = -46559643.110316
  nChanged 39
		SP:Iteration 97Q (467.870000 sec): 3 clusters
  Score: Raw -46565927.347962 + Penalty 6282.422446 = -46559644.925516
  nChanged 41
		SP:Iteration 98Q (468.760000 sec): 3 clusters
  Score: Raw -46565929.322187 + Penalty 6282.422446 = -46559646.899740
  nChanged 33
		SP:Iteration 99Q (469.660000 sec): 3 clusters
  Score: Raw -46565931.070219 + Penalty 6282.422446 = -46559648.647773
  nChanged 37
		SP:Iteration 100F (470.860000 sec): 3 clusters
  Score: Raw -46565932.778372 + Penalty 6282.422446 = -46559650.355925
  nChanged 30
		SP:Iteration 101Q (471.730000 sec): 3 clusters
  Score: Raw -46565933.907512 + Penalty 6282.422446 = -46559651.485065
  nChanged 19
		SP:Iteration 102Q (472.620000 sec): 3 clusters
  Score: Raw -46565934.764723 + Penalty 6282.422446 = -46559652.342277
  nChanged 25
		SP:Iteration 103Q (473.510000 sec): 3 clusters
  Score: Raw -46565935.749414 + Penalty 6282.422446 = -46559653.326968
  nChanged 15
		SP:Iteration 104Q (474.400000 sec): 3 clusters
  Score: Raw -46565936.228464 + Penalty 6282.422446 = -46559653.806018
  nChanged 12
		SP:Iteration 105Q (475.290000 sec): 3 clusters
  Score: Raw -46565936.614719 + Penalty 6282.422446 = -46559654.192273
  nChanged 10
		SP:Iteration 106Q (476.180000 sec): 3 clusters
  Score: Raw -46565936.895384 + Penalty 6282.422446 = -46559654.472938
  nChanged 5
		SP:Iteration 107Q (477.060000 sec): 3 clusters
  Score: Raw -46565937.234989 + Penalty 6282.422446 = -46559654.812542
  nChanged 11
		SP:Iteration 108Q (477.950000 sec): 3 clusters
  Score: Raw -46565937.622743 + Penalty 6282.422446 = -46559655.200297
  nChanged 13
		SP:Iteration 109Q (478.840000 sec): 3 clusters
  Score: Raw -46565937.990906 + Penalty 6282.422446 = -46559655.568460
  nChanged 12
		SP:Iteration 110Q (479.730000 sec): 3 clusters
  Score: Raw -46565938.355872 + Penalty 6282.422446 = -46559655.933426
  nChanged 15
		SP:Iteration 111Q (480.620000 sec): 3 clusters
  Score: Raw -46565938.964447 + Penalty 6282.422446 = -46559656.542001
  nChanged 11
		SP:Iteration 112Q (481.510000 sec): 3 clusters
  Score: Raw -46565939.402442 + Penalty 6282.422446 = -46559656.979996
  nChanged 10
		SP:Iteration 113Q (482.400000 sec): 3 clusters
  Score: Raw -46565939.670813 + Penalty 6282.422446 = -46559657.248367
  nChanged 7
		SP:Iteration 114Q (483.290000 sec): 3 clusters
  Score: Raw -46565939.915211 + Penalty 6282.422446 = -46559657.492765
  nChanged 8
		SP:Iteration 115Q (484.180000 sec): 3 clusters
  Score: Raw -46565940.155384 + Penalty 6282.422446 = -46559657.732938
  nChanged 11
		SP:Iteration 116Q (485.070000 sec): 3 clusters
  Score: Raw -46565940.659763 + Penalty 6282.422446 = -46559658.237316
  nChanged 11
		SP:Iteration 117Q (485.960000 sec): 3 clusters
  Score: Raw -46565941.115805 + Penalty 6282.422446 = -46559658.693359
  nChanged 15
		SP:Iteration 118Q (486.850000 sec): 3 clusters
  Score: Raw -46565941.637398 + Penalty 6282.422446 = -46559659.214952
  nChanged 10
		SP:Iteration 119Q (487.730000 sec): 3 clusters
  Score: Raw -46565941.892567 + Penalty 6282.422446 = -46559659.470121
  nChanged 4
		SP:Iteration 120F (488.930000 sec): 3 clusters
  Score: Raw -46565941.997594 + Penalty 6282.422446 = -46559659.575148
  nChanged 5
		SP:Iteration 121Q (489.810000 sec): 3 clusters
  Score: Raw -46565942.176480 + Penalty 6282.422446 = -46559659.754033
  nChanged 10
		SP:Iteration 122Q (490.700000 sec): 3 clusters
  Score: Raw -46565942.477591 + Penalty 6282.422446 = -46559660.055145
  nChanged 11
		SP:Iteration 123Q (491.580000 sec): 3 clusters
  Score: Raw -46565942.812588 + Penalty 6282.422446 = -46559660.390142
  nChanged 14
		SP:Iteration 124Q (492.460000 sec): 3 clusters
  Score: Raw -46565943.376640 + Penalty 6282.422446 = -46559660.954194
  nChanged 16
		SP:Iteration 125Q (493.360000 sec): 3 clusters
  Score: Raw -46565944.058326 + Penalty 6282.422446 = -46559661.635880
  nChanged 12
		SP:Iteration 126Q (494.250000 sec): 3 clusters
  Score: Raw -46565944.500615 + Penalty 6282.422446 = -46559662.078169
  nChanged 8
		SP:Iteration 127Q (495.150000 sec): 3 clusters
  Score: Raw -46565944.759654 + Penalty 6282.422446 = -46559662.337208
  nChanged 10
		SP:Iteration 128Q (496.050000 sec): 3 clusters
  Score: Raw -46565945.180128 + Penalty 6282.422446 = -46559662.757682
  nChanged 9
		SP:Iteration 129Q (496.940000 sec): 3 clusters
  Score: Raw -46565945.528941 + Penalty 6282.422446 = -46559663.106494
  nChanged 7
		SP:Iteration 130Q (497.840000 sec): 3 clusters
  Score: Raw -46565945.903071 + Penalty 6282.422446 = -46559663.480624
  nChanged 10
		SP:Iteration 131Q (498.730000 sec): 3 clusters
  Score: Raw -46565946.269346 + Penalty 6282.422446 = -46559663.846899
  nChanged 9
		SP:Iteration 132Q (499.620000 sec): 3 clusters
  Score: Raw -46565946.782416 + Penalty 6282.422446 = -46559664.359970
  nChanged 10
		SP:Iteration 133Q (500.510000 sec): 3 clusters
  Score: Raw -46565947.324925 + Penalty 6282.422446 = -46559664.902478
  nChanged 11
		SP:Iteration 134Q (501.390000 sec): 3 clusters
  Score: Raw -46565947.906023 + Penalty 6282.422446 = -46559665.483577
  nChanged 12
		SP:Iteration 135Q (502.280000 sec): 3 clusters
  Score: Raw -46565948.402010 + Penalty 6282.422446 = -46559665.979563
  nChanged 13
		SP:Iteration 136Q (503.170000 sec): 3 clusters
  Score: Raw -46565949.035173 + Penalty 6282.422446 = -46559666.612727
  nChanged 13
		SP:Iteration 137Q (504.060000 sec): 3 clusters
  Score: Raw -46565949.757859 + Penalty 6282.422446 = -46559667.335412
  nChanged 13
		SP:Iteration 138Q (504.950000 sec): 3 clusters
  Score: Raw -46565950.248324 + Penalty 6282.422446 = -46559667.825878
  nChanged 10
		SP:Iteration 139Q (505.840000 sec): 3 clusters
  Score: Raw -46565950.559348 + Penalty 6282.422446 = -46559668.136902
  nChanged 11
		SP:Iteration 140F (507.040000 sec): 3 clusters
  Score: Raw -46565951.066721 + Penalty 6282.422446 = -46559668.644274
  nChanged 13
		SP:Iteration 141Q (507.940000 sec): 3 clusters
  Score: Raw -46565951.511836 + Penalty 6282.422446 = -46559669.089389
  nChanged 8
		SP:Iteration 142Q (508.830000 sec): 3 clusters
  Score: Raw -46565951.789417 + Penalty 6282.422446 = -46559669.366971
  nChanged 13
		SP:Iteration 143Q (509.720000 sec): 3 clusters
  Score: Raw -46565952.184550 + Penalty 6282.422446 = -46559669.762104
  nChanged 9
		SP:Iteration 144Q (510.610000 sec): 3 clusters
  Score: Raw -46565952.606027 + Penalty 6282.422446 = -46559670.183581
  nChanged 13
		SP:Iteration 145Q (511.500000 sec): 3 clusters
  Score: Raw -46565953.123494 + Penalty 6282.422446 = -46559670.701048
  nChanged 13
		SP:Iteration 146Q (512.390000 sec): 3 clusters
  Score: Raw -46565953.582814 + Penalty 6282.422446 = -46559671.160368
  nChanged 10
		SP:Iteration 147Q (513.280000 sec): 3 clusters
  Score: Raw -46565954.034440 + Penalty 6282.422446 = -46559671.611994
  nChanged 7
		SP:Iteration 148Q (514.170000 sec): 3 clusters
  Score: Raw -46565954.334628 + Penalty 6282.422446 = -46559671.912182
  nChanged 9
		SP:Iteration 149Q (515.060000 sec): 3 clusters
  Score: Raw -46565954.613313 + Penalty 6282.422446 = -46559672.190867
  nChanged 7
		SP:Iteration 150Q (515.950000 sec): 3 clusters
  Score: Raw -46565954.869644 + Penalty 6282.422446 = -46559672.447198
  nChanged 7
		SP:Iteration 151Q (516.840000 sec): 3 clusters
  Score: Raw -46565955.120718 + Penalty 6282.422446 = -46559672.698272
  nChanged 7
		SP:Iteration 152Q (517.730000 sec): 3 clusters
  Score: Raw -46565955.387793 + Penalty 6282.422446 = -46559672.965347
  nChanged 13
		SP:Iteration 153Q (518.620000 sec): 3 clusters
  Score: Raw -46565955.829020 + Penalty 6282.422446 = -46559673.406574
  nChanged 5
		SP:Iteration 154Q (519.510000 sec): 3 clusters
  Score: Raw -46565956.061295 + Penalty 6282.422446 = -46559673.638849
  nChanged 5
		SP:Iteration 155Q (520.400000 sec): 3 clusters
  Score: Raw -46565956.221268 + Penalty 6282.422446 = -46559673.798822
  nChanged 5
		SP:Iteration 156Q (521.290000 sec): 3 clusters
  Score: Raw -46565956.376608 + Penalty 6282.422446 = -46559673.954161
  nChanged 5
		SP:Iteration 157Q (522.180000 sec): 3 clusters
  Score: Raw -46565956.533609 + Penalty 6282.422446 = -46559674.111163
  nChanged 2
		SP:Iteration 158Q (523.080000 sec): 3 clusters
  Score: Raw -46565956.605982 + Penalty 6282.422446 = -46559674.183536
  nChanged 2
		SP:Iteration 159Q (523.970000 sec): 3 clusters
  Score: Raw -46565956.678410 + Penalty 6282.422446 = -46559674.255963
  nChanged 3
		SP:Iteration 160F (525.150000 sec): 3 clusters
  Score: Raw -46565956.761136 + Penalty 6282.422446 = -46559674.338690
  nChanged 2
		SP:Iteration 161Q (526.040000 sec): 3 clusters
  Score: Raw -46565956.844401 + Penalty 6282.422446 = -46559674.421955
  nChanged 1
		SP:Iteration 162Q (526.930000 sec): 3 clusters
  Score: Raw -46565956.875352 + Penalty 6282.422446 = -46559674.452906
  nChanged 0
		SP:Iteration 163F (528.120000 sec): 3 clusters
  Score: Raw -46565956.875352 + Penalty 6282.422446 = -46559674.452906
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (121806 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (528.590000 sec): 2 clusters
  Score: Raw -17728994.820269 + Penalty 2904.125854 = -17726090.694415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (529.060000 sec): 3 clusters
  Score: Raw -17650433.527057 + Penalty 5808.251707 = -17644625.275350
  nChanged 57877
		SP:Iteration 1F (529.520000 sec): 3 clusters
  Score: Raw -17683345.588440 + Penalty 5808.251707 = -17677537.336732
  nChanged 3380
		SP:Iteration 2Q (529.990000 sec): 3 clusters
  Score: Raw -17684030.626205 + Penalty 5808.251707 = -17678222.374497
  nChanged 3491
		SP:Iteration 3Q (530.470000 sec): 3 clusters
  Score: Raw -17684830.926463 + Penalty 5808.251707 = -17679022.674755
  nChanged 3739
		SP:Iteration 4Q (530.940000 sec): 3 clusters
  Score: Raw -17685805.810250 + Penalty 5808.251707 = -17679997.558542
  nChanged 4091
		SP:Iteration 5Q (531.410000 sec): 3 clusters
  Score: Raw -17687065.258069 + Penalty 5808.251707 = -17681257.006362
  nChanged 4597
		SP:Iteration 6Q (531.880000 sec): 3 clusters
  Score: Raw -17688736.001558 + Penalty 5808.251707 = -17682927.749851
  nChanged 5276
		SP:Iteration 7Q (532.360000 sec): 3 clusters
  Score: Raw -17691011.427931 + Penalty 5808.251707 = -17685203.176224
  nChanged 6068
		SP:Iteration 8Q (532.840000 sec): 3 clusters
  Score: Raw -17694098.019709 + Penalty 5808.251707 = -17688289.768001
  nChanged 6790
		SP:Iteration 9F (533.300000 sec): 3 clusters
  Score: Raw -17697975.156538 + Penalty 5808.251707 = -17692166.904831
  nChanged 7023
		SP:Iteration 10F (533.760000 sec): 3 clusters
  Score: Raw -17702137.239399 + Penalty 5808.251707 = -17696328.987691
  nChanged 6791
		SP:Iteration 11F (534.220000 sec): 3 clusters
  Score: Raw -17706159.798996 + Penalty 5808.251707 = -17700351.547288
  nChanged 6130
		SP:Iteration 12F (534.690000 sec): 3 clusters
  Score: Raw -17709545.503614 + Penalty 5808.251707 = -17703737.251906
  nChanged 5396
		SP:Iteration 13Q (535.150000 sec): 3 clusters
  Score: Raw -17712381.828915 + Penalty 5808.251707 = -17706573.577208
  nChanged 4503
		SP:Iteration 14Q (535.610000 sec): 3 clusters
  Score: Raw -17714611.125148 + Penalty 5808.251707 = -17708802.873441
  nChanged 3796
		SP:Iteration 15Q (536.070000 sec): 3 clusters
  Score: Raw -17716418.492247 + Penalty 5808.251707 = -17710610.240539
  nChanged 3257
		SP:Iteration 16Q (536.520000 sec): 3 clusters
  Score: Raw -17717940.163026 + Penalty 5808.251707 = -17712131.911319
  nChanged 2934
		SP:Iteration 17Q (536.970000 sec): 3 clusters
  Score: Raw -17719419.102258 + Penalty 5808.251707 = -17713610.850551
  nChanged 2867
		SP:Iteration 18Q (537.420000 sec): 3 clusters
  Score: Raw -17720929.432980 + Penalty 5808.251707 = -17715121.181272
  nChanged 2817
		SP:Iteration 19Q (537.870000 sec): 3 clusters
  Score: Raw -17722468.296408 + Penalty 5808.251707 = -17716660.044701
  nChanged 2793
		SP:Iteration 20F (538.330000 sec): 3 clusters
  Score: Raw -17723910.579266 + Penalty 5808.251707 = -17718102.327559
  nChanged 2639
		SP:Iteration 21Q (538.770000 sec): 3 clusters
  Score: Raw -17725182.948852 + Penalty 5808.251707 = -17719374.697145
  nChanged 2367
		SP:Iteration 22Q (539.210000 sec): 3 clusters
  Score: Raw -17726175.477193 + Penalty 5808.251707 = -17720367.225485
  nChanged 1996
		SP:Iteration 23Q (539.640000 sec): 3 clusters
  Score: Raw -17726968.999549 + Penalty 5808.251707 = -17721160.747841
  nChanged 1783
		SP:Iteration 24Q (540.080000 sec): 3 clusters
  Score: Raw -17727651.484586 + Penalty 5808.251707 = -17721843.232878
  nChanged 1610
		SP:Iteration 25Q (540.520000 sec): 3 clusters
  Score: Raw -17728161.679576 + Penalty 5808.251707 = -17722353.427869
  nChanged 1405
		SP:Iteration 26Q (540.950000 sec): 3 clusters
  Score: Raw -17728531.868764 + Penalty 5808.251707 = -17722723.617057
  nChanged 1164
		SP:Iteration 27Q (541.380000 sec): 3 clusters
  Score: Raw -17728805.646536 + Penalty 5808.251707 = -17722997.394828
  nChanged 1041
		SP:Iteration 28Q (541.810000 sec): 3 clusters
  Score: Raw -17729029.756939 + Penalty 5808.251707 = -17723221.505231
  nChanged 900
		SP:Iteration 29Q (542.240000 sec): 3 clusters
  Score: Raw -17729195.807360 + Penalty 5808.251707 = -17723387.555653
  nChanged 766
		SP:Iteration 30Q (542.670000 sec): 3 clusters
  Score: Raw -17729325.649680 + Penalty 5808.251707 = -17723517.397972
  nChanged 697
		SP:Iteration 31Q (543.100000 sec): 3 clusters
  Score: Raw -17729432.393596 + Penalty 5808.251707 = -17723624.141888
  nChanged 664
		SP:Iteration 32Q (543.530000 sec): 3 clusters
  Score: Raw -17729521.355960 + Penalty 5808.251707 = -17723713.104253
  nChanged 551
		SP:Iteration 33Q (543.950000 sec): 3 clusters
  Score: Raw -17729582.347085 + Penalty 5808.251707 = -17723774.095377
  nChanged 487
		SP:Iteration 34Q (544.380000 sec): 3 clusters
  Score: Raw -17729625.601979 + Penalty 5808.251707 = -17723817.350271
  nChanged 396
		SP:Iteration 35Q (544.800000 sec): 3 clusters
  Score: Raw -17729655.381307 + Penalty 5808.251707 = -17723847.129599
  nChanged 340
		SP:Iteration 36Q (545.220000 sec): 3 clusters
  Score: Raw -17729677.592758 + Penalty 5808.251707 = -17723869.341050
  nChanged 294
		SP:Iteration 37Q (545.650000 sec): 3 clusters
  Score: Raw -17729695.312619 + Penalty 5808.251707 = -17723887.060912
  nChanged 253
		SP:Iteration 38Q (546.070000 sec): 3 clusters
  Score: Raw -17729709.949923 + Penalty 5808.251707 = -17723901.698215
  nChanged 224
		SP:Iteration 39Q (546.490000 sec): 3 clusters
  Score: Raw -17729722.229476 + Penalty 5808.251707 = -17723913.977769
  nChanged 190
		SP:Iteration 40F (546.960000 sec): 3 clusters
  Score: Raw -17729736.099635 + Penalty 5808.251707 = -17723927.847927
  nChanged 194
		SP:Iteration 41Q (547.390000 sec): 3 clusters
  Score: Raw -17729745.573012 + Penalty 5808.251707 = -17723937.321305
  nChanged 183
		SP:Iteration 42Q (547.820000 sec): 3 clusters
  Score: Raw -17729754.503127 + Penalty 5808.251707 = -17723946.251419
  nChanged 203
		SP:Iteration 43Q (548.260000 sec): 3 clusters
  Score: Raw -17729764.937298 + Penalty 5808.251707 = -17723956.685591
  nChanged 183
		SP:Iteration 44Q (548.700000 sec): 3 clusters
  Score: Raw -17729773.200058 + Penalty 5808.251707 = -17723964.948350
  nChanged 168
		SP:Iteration 45Q (549.130000 sec): 3 clusters
  Score: Raw -17729781.188354 + Penalty 5808.251707 = -17723972.936646
  nChanged 154
		SP:Iteration 46Q (549.560000 sec): 3 clusters
  Score: Raw -17729788.491227 + Penalty 5808.251707 = -17723980.239519
  nChanged 155
		SP:Iteration 47Q (549.990000 sec): 3 clusters
  Score: Raw -17729795.517642 + Penalty 5808.251707 = -17723987.265935
  nChanged 149
		SP:Iteration 48Q (550.430000 sec): 3 clusters
  Score: Raw -17729802.022984 + Penalty 5808.251707 = -17723993.771277
  nChanged 129
		SP:Iteration 49Q (550.860000 sec): 3 clusters
  Score: Raw -17729806.443184 + Penalty 5808.251707 = -17723998.191477
  nChanged 110
		SP:Iteration 50Q (551.300000 sec): 3 clusters
  Score: Raw -17729809.910911 + Penalty 5808.251707 = -17724001.659203
  nChanged 95
		SP:Iteration 51Q (551.740000 sec): 3 clusters
  Score: Raw -17729812.525872 + Penalty 5808.251707 = -17724004.274165
  nChanged 74
		SP:Iteration 52Q (552.170000 sec): 3 clusters
  Score: Raw -17729814.334917 + Penalty 5808.251707 = -17724006.083210
  nChanged 70
		SP:Iteration 53Q (552.610000 sec): 3 clusters
  Score: Raw -17729815.840457 + Penalty 5808.251707 = -17724007.588750
  nChanged 53
		SP:Iteration 54Q (553.040000 sec): 3 clusters
  Score: Raw -17729816.886351 + Penalty 5808.251707 = -17724008.634643
  nChanged 53
		SP:Iteration 55Q (553.470000 sec): 3 clusters
  Score: Raw -17729818.053800 + Penalty 5808.251707 = -17724009.802092
  nChanged 53
		SP:Iteration 56Q (553.910000 sec): 3 clusters
  Score: Raw -17729819.365038 + Penalty 5808.251707 = -17724011.113330
  nChanged 46
		SP:Iteration 57Q (554.340000 sec): 3 clusters
  Score: Raw -17729820.664664 + Penalty 5808.251707 = -17724012.412956
  nChanged 46
		SP:Iteration 58Q (554.770000 sec): 3 clusters
  Score: Raw -17729821.956900 + Penalty 5808.251707 = -17724013.705192
  nChanged 48
		SP:Iteration 59Q (555.210000 sec): 3 clusters
  Score: Raw -17729823.223908 + Penalty 5808.251707 = -17724014.972200
  nChanged 45
		SP:Iteration 60F (555.670000 sec): 3 clusters
  Score: Raw -17729824.216736 + Penalty 5808.251707 = -17724015.965028
  nChanged 40
		SP:Iteration 61Q (556.110000 sec): 3 clusters
  Score: Raw -17729825.006767 + Penalty 5808.251707 = -17724016.755060
  nChanged 37
		SP:Iteration 62Q (556.550000 sec): 3 clusters
  Score: Raw -17729825.757417 + Penalty 5808.251707 = -17724017.505709
  nChanged 32
		SP:Iteration 63Q (556.980000 sec): 3 clusters
  Score: Raw -17729826.340538 + Penalty 5808.251707 = -17724018.088831
  nChanged 25
		SP:Iteration 64Q (557.410000 sec): 3 clusters
  Score: Raw -17729826.816499 + Penalty 5808.251707 = -17724018.564791
  nChanged 26
		SP:Iteration 65Q (557.850000 sec): 3 clusters
  Score: Raw -17729827.243687 + Penalty 5808.251707 = -17724018.991980
  nChanged 22
		SP:Iteration 66Q (558.280000 sec): 3 clusters
  Score: Raw -17729827.517084 + Penalty 5808.251707 = -17724019.265377
  nChanged 11
		SP:Iteration 67Q (558.720000 sec): 3 clusters
  Score: Raw -17729827.733236 + Penalty 5808.251707 = -17724019.481529
  nChanged 13
		SP:Iteration 68Q (559.150000 sec): 3 clusters
  Score: Raw -17729827.991146 + Penalty 5808.251707 = -17724019.739438
  nChanged 13
		SP:Iteration 69Q (559.590000 sec): 3 clusters
  Score: Raw -17729828.189840 + Penalty 5808.251707 = -17724019.938133
  nChanged 16
		SP:Iteration 70Q (560.020000 sec): 3 clusters
  Score: Raw -17729828.474643 + Penalty 5808.251707 = -17724020.222936
  nChanged 17
		SP:Iteration 71Q (560.460000 sec): 3 clusters
  Score: Raw -17729828.776259 + Penalty 5808.251707 = -17724020.524552
  nChanged 16
		SP:Iteration 72Q (560.890000 sec): 3 clusters
  Score: Raw -17729829.013342 + Penalty 5808.251707 = -17724020.761634
  nChanged 14
		SP:Iteration 73Q (561.330000 sec): 3 clusters
  Score: Raw -17729829.217574 + Penalty 5808.251707 = -17724020.965866
  nChanged 12
		SP:Iteration 74Q (561.760000 sec): 3 clusters
  Score: Raw -17729829.464785 + Penalty 5808.251707 = -17724021.213077
  nChanged 18
		SP:Iteration 75Q (562.200000 sec): 3 clusters
  Score: Raw -17729829.881418 + Penalty 5808.251707 = -17724021.629711
  nChanged 20
		SP:Iteration 76Q (562.640000 sec): 3 clusters
  Score: Raw -17729830.283526 + Penalty 5808.251707 = -17724022.031818
  nChanged 25
		SP:Iteration 77Q (563.070000 sec): 3 clusters
  Score: Raw -17729830.766265 + Penalty 5808.251707 = -17724022.514558
  nChanged 22
		SP:Iteration 78Q (563.510000 sec): 3 clusters
  Score: Raw -17729831.156484 + Penalty 5808.251707 = -17724022.904777
  nChanged 20
		SP:Iteration 79Q (563.940000 sec): 3 clusters
  Score: Raw -17729831.453461 + Penalty 5808.251707 = -17724023.201754
  nChanged 16
		SP:Iteration 80F (564.400000 sec): 3 clusters
  Score: Raw -17729831.644742 + Penalty 5808.251707 = -17724023.393034
  nChanged 13
		SP:Iteration 81Q (564.840000 sec): 3 clusters
  Score: Raw -17729831.783571 + Penalty 5808.251707 = -17724023.531864
  nChanged 7
		SP:Iteration 82Q (565.270000 sec): 3 clusters
  Score: Raw -17729831.870539 + Penalty 5808.251707 = -17724023.618831
  nChanged 8
		SP:Iteration 83Q (565.710000 sec): 3 clusters
  Score: Raw -17729831.976529 + Penalty 5808.251707 = -17724023.724821
  nChanged 10
		SP:Iteration 84Q (566.140000 sec): 3 clusters
  Score: Raw -17729832.147156 + Penalty 5808.251707 = -17724023.895449
  nChanged 12
		SP:Iteration 85Q (566.580000 sec): 3 clusters
  Score: Raw -17729832.369196 + Penalty 5808.251707 = -17724024.117488
  nChanged 11
		SP:Iteration 86Q (567.020000 sec): 3 clusters
  Score: Raw -17729832.514929 + Penalty 5808.251707 = -17724024.263221
  nChanged 10
		SP:Iteration 87Q (567.450000 sec): 3 clusters
  Score: Raw -17729832.647275 + Penalty 5808.251707 = -17724024.395567
  nChanged 13
		SP:Iteration 88Q (567.890000 sec): 3 clusters
  Score: Raw -17729832.794548 + Penalty 5808.251707 = -17724024.542840
  nChanged 10
		SP:Iteration 89Q (568.320000 sec): 3 clusters
  Score: Raw -17729832.897850 + Penalty 5808.251707 = -17724024.646143
  nChanged 6
		SP:Iteration 90Q (568.760000 sec): 3 clusters
  Score: Raw -17729832.978677 + Penalty 5808.251707 = -17724024.726969
  nChanged 5
		SP:Iteration 91Q (569.190000 sec): 3 clusters
  Score: Raw -17729833.028332 + Penalty 5808.251707 = -17724024.776625
  nChanged 6
		SP:Iteration 92Q (569.630000 sec): 3 clusters
  Score: Raw -17729833.077578 + Penalty 5808.251707 = -17724024.825870
  nChanged 6
		SP:Iteration 93Q (570.070000 sec): 3 clusters
  Score: Raw -17729833.176197 + Penalty 5808.251707 = -17724024.924490
  nChanged 7
		SP:Iteration 94Q (570.500000 sec): 3 clusters
  Score: Raw -17729833.280474 + Penalty 5808.251707 = -17724025.028766
  nChanged 5
		SP:Iteration 95Q (570.940000 sec): 3 clusters
  Score: Raw -17729833.355528 + Penalty 5808.251707 = -17724025.103820
  nChanged 5
		SP:Iteration 96Q (571.370000 sec): 3 clusters
  Score: Raw -17729833.442117 + Penalty 5808.251707 = -17724025.190409
  nChanged 1
		SP:Iteration 97Q (571.800000 sec): 3 clusters
  Score: Raw -17729833.466471 + Penalty 5808.251707 = -17724025.214763
  nChanged 1
		SP:Iteration 98Q (572.230000 sec): 3 clusters
  Score: Raw -17729833.478016 + Penalty 5808.251707 = -17724025.226308
  nChanged 3
		SP:Iteration 99Q (572.670000 sec): 3 clusters
  Score: Raw -17729833.505160 + Penalty 5808.251707 = -17724025.253453
  nChanged 0
		SP:Iteration 100F (573.130000 sec): 3 clusters
  Score: Raw -17729833.505160 + Penalty 5808.251707 = -17724025.253453
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (17754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (573.240000 sec): 2 clusters
  Score: Raw -2677111.127791 + Penalty 2426.522798 = -2674684.604993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (573.300000 sec): 3 clusters
  Score: Raw -2666946.952721 + Penalty 4853.045596 = -2662093.907125
  nChanged 7787
		SP:Iteration 1F (573.370000 sec): 3 clusters
  Score: Raw -2671071.433821 + Penalty 4853.045596 = -2666218.388225
  nChanged 994
		SP:Iteration 2F (573.430000 sec): 3 clusters
  Score: Raw -2671518.730736 + Penalty 4853.045596 = -2666665.685140
  nChanged 907
		SP:Iteration 3F (573.490000 sec): 3 clusters
  Score: Raw -2671914.088464 + Penalty 4853.045596 = -2667061.042868
  nChanged 804
		SP:Iteration 4Q (573.560000 sec): 3 clusters
  Score: Raw -2672305.804589 + Penalty 4853.045596 = -2667452.758992
  nChanged 805
		SP:Iteration 5Q (573.630000 sec): 3 clusters
  Score: Raw -2672775.583382 + Penalty 4853.045596 = -2667922.537786
  nChanged 843
		SP:Iteration 6Q (573.700000 sec): 3 clusters
  Score: Raw -2673265.627126 + Penalty 4853.045596 = -2668412.581530
  nChanged 869
		SP:Iteration 7Q (573.760000 sec): 3 clusters
  Score: Raw -2673832.646636 + Penalty 4853.045596 = -2668979.601040
  nChanged 923
		SP:Iteration 8F (573.820000 sec): 3 clusters
  Score: Raw -2674429.090207 + Penalty 4853.045596 = -2669576.044611
  nChanged 920
		SP:Iteration 9F (573.890000 sec): 3 clusters
  Score: Raw -2675046.607595 + Penalty 4853.045596 = -2670193.561999
  nChanged 826
		SP:Iteration 10Q (573.950000 sec): 3 clusters
  Score: Raw -2675613.630161 + Penalty 4853.045596 = -2670760.584565
  nChanged 723
		SP:Iteration 11Q (574.020000 sec): 3 clusters
  Score: Raw -2676116.171335 + Penalty 4853.045596 = -2671263.125739
  nChanged 620
		SP:Iteration 12Q (574.080000 sec): 3 clusters
  Score: Raw -2676512.448643 + Penalty 4853.045596 = -2671659.403047
  nChanged 502
		SP:Iteration 13Q (574.140000 sec): 3 clusters
  Score: Raw -2676785.869899 + Penalty 4853.045596 = -2671932.824302
  nChanged 368
		SP:Iteration 14Q (574.200000 sec): 3 clusters
  Score: Raw -2676963.313829 + Penalty 4853.045596 = -2672110.268232
  nChanged 285
		SP:Iteration 15Q (574.260000 sec): 3 clusters
  Score: Raw -2677087.337417 + Penalty 4853.045596 = -2672234.291821
  nChanged 237
		SP:Iteration 16Q (574.330000 sec): 3 clusters
  Score: Raw -2677190.552227 + Penalty 4853.045596 = -2672337.506631
  nChanged 217
		SP:Iteration 17Q (574.380000 sec): 3 clusters
  Score: Raw -2677273.774789 + Penalty 4853.045596 = -2672420.729193
  nChanged 169
		SP:Iteration 18Q (574.440000 sec): 3 clusters
  Score: Raw -2677331.750636 + Penalty 4853.045596 = -2672478.705040
  nChanged 134
		SP:Iteration 19Q (574.500000 sec): 3 clusters
  Score: Raw -2677374.268089 + Penalty 4853.045596 = -2672521.222493
  nChanged 117
		SP:Iteration 20F (574.570000 sec): 3 clusters
  Score: Raw -2677410.878292 + Penalty 4853.045596 = -2672557.832695
  nChanged 99
		SP:Iteration 21Q (574.620000 sec): 3 clusters
  Score: Raw -2677435.082940 + Penalty 4853.045596 = -2672582.037344
  nChanged 82
		SP:Iteration 22Q (574.680000 sec): 3 clusters
  Score: Raw -2677454.849279 + Penalty 4853.045596 = -2672601.803682
  nChanged 83
		SP:Iteration 23Q (574.740000 sec): 3 clusters
  Score: Raw -2677474.471722 + Penalty 4853.045596 = -2672621.426126
  nChanged 91
		SP:Iteration 24Q (574.800000 sec): 3 clusters
  Score: Raw -2677498.871935 + Penalty 4853.045596 = -2672645.826339
  nChanged 82
		SP:Iteration 25Q (574.850000 sec): 3 clusters
  Score: Raw -2677517.136901 + Penalty 4853.045596 = -2672664.091304
  nChanged 69
		SP:Iteration 26Q (574.910000 sec): 3 clusters
  Score: Raw -2677529.764117 + Penalty 4853.045596 = -2672676.718521
  nChanged 45
		SP:Iteration 27Q (574.960000 sec): 3 clusters
  Score: Raw -2677538.140500 + Penalty 4853.045596 = -2672685.094903
  nChanged 34
		SP:Iteration 28Q (575.020000 sec): 3 clusters
  Score: Raw -2677544.238718 + Penalty 4853.045596 = -2672691.193122
  nChanged 39
		SP:Iteration 29Q (575.080000 sec): 3 clusters
  Score: Raw -2677550.635490 + Penalty 4853.045596 = -2672697.589894
  nChanged 31
		SP:Iteration 30Q (575.130000 sec): 3 clusters
  Score: Raw -2677556.347483 + Penalty 4853.045596 = -2672703.301887
  nChanged 27
		SP:Iteration 31Q (575.190000 sec): 3 clusters
  Score: Raw -2677560.991120 + Penalty 4853.045596 = -2672707.945523
  nChanged 26
		SP:Iteration 32Q (575.240000 sec): 3 clusters
  Score: Raw -2677564.879454 + Penalty 4853.045596 = -2672711.833858
  nChanged 24
		SP:Iteration 33Q (575.300000 sec): 3 clusters
  Score: Raw -2677568.219503 + Penalty 4853.045596 = -2672715.173906
  nChanged 23
		SP:Iteration 34Q (575.360000 sec): 3 clusters
  Score: Raw -2677571.806700 + Penalty 4853.045596 = -2672718.761104
  nChanged 17
		SP:Iteration 35Q (575.410000 sec): 3 clusters
  Score: Raw -2677574.780436 + Penalty 4853.045596 = -2672721.734839
  nChanged 22
		SP:Iteration 36Q (575.460000 sec): 3 clusters
  Score: Raw -2677578.123710 + Penalty 4853.045596 = -2672725.078113
  nChanged 19
		SP:Iteration 37Q (575.520000 sec): 3 clusters
  Score: Raw -2677581.255895 + Penalty 4853.045596 = -2672728.210299
  nChanged 12
		SP:Iteration 38Q (575.580000 sec): 3 clusters
  Score: Raw -2677582.980868 + Penalty 4853.045596 = -2672729.935272
  nChanged 11
		SP:Iteration 39Q (575.630000 sec): 3 clusters
  Score: Raw -2677584.501760 + Penalty 4853.045596 = -2672731.456164
  nChanged 7
		SP:Iteration 40F (575.700000 sec): 3 clusters
  Score: Raw -2677585.479590 + Penalty 4853.045596 = -2672732.433993
  nChanged 5
		SP:Iteration 41Q (575.750000 sec): 3 clusters
  Score: Raw -2677586.030021 + Penalty 4853.045596 = -2672732.984425
  nChanged 4
		SP:Iteration 42Q (575.810000 sec): 3 clusters
  Score: Raw -2677586.901173 + Penalty 4853.045596 = -2672733.855577
  nChanged 6
		SP:Iteration 43Q (575.860000 sec): 3 clusters
  Score: Raw -2677587.679320 + Penalty 4853.045596 = -2672734.633724
  nChanged 5
		SP:Iteration 44Q (575.920000 sec): 3 clusters
  Score: Raw -2677588.557884 + Penalty 4853.045596 = -2672735.512287
  nChanged 7
		SP:Iteration 45Q (575.970000 sec): 3 clusters
  Score: Raw -2677589.415895 + Penalty 4853.045596 = -2672736.370299
  nChanged 3
		SP:Iteration 46Q (576.030000 sec): 3 clusters
  Score: Raw -2677589.669420 + Penalty 4853.045596 = -2672736.623824
  nChanged 2
		SP:Iteration 47Q (576.080000 sec): 3 clusters
  Score: Raw -2677589.897577 + Penalty 4853.045596 = -2672736.851981
  nChanged 3
		SP:Iteration 48Q (576.140000 sec): 3 clusters
  Score: Raw -2677590.239952 + Penalty 4853.045596 = -2672737.194356
  nChanged 1
		SP:Iteration 49Q (576.200000 sec): 3 clusters
  Score: Raw -2677590.399528 + Penalty 4853.045596 = -2672737.353932
  nChanged 2
		SP:Iteration 50Q (576.250000 sec): 3 clusters
  Score: Raw -2677590.680607 + Penalty 4853.045596 = -2672737.635011
  nChanged 3
		SP:Iteration 51Q (576.300000 sec): 3 clusters
  Score: Raw -2677590.930883 + Penalty 4853.045596 = -2672737.885287
  nChanged 0
		SP:Iteration 52F (576.370000 sec): 3 clusters
  Score: Raw -2677590.930883 + Penalty 4853.045596 = -2672737.885287
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (8108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (576.400000 sec): 2 clusters
  Score: Raw -1148582.462282 + Penalty 2232.150414 = -1146350.311868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (576.430000 sec): 3 clusters
  Score: Raw -1144394.039099 + Penalty 4464.300828 = -1139929.738272
  nChanged 3278
		SP:Iteration 1F (576.460000 sec): 3 clusters
  Score: Raw -1146212.503152 + Penalty 4464.300828 = -1141748.202324
  nChanged 526
		SP:Iteration 2F (576.490000 sec): 3 clusters
  Score: Raw -1146506.745780 + Penalty 4464.300828 = -1142042.444953
  nChanged 419
		SP:Iteration 3F (576.520000 sec): 3 clusters
  Score: Raw -1146711.629413 + Penalty 4464.300828 = -1142247.328585
  nChanged 309
		SP:Iteration 4Q (576.550000 sec): 3 clusters
  Score: Raw -1146856.463754 + Penalty 4464.300828 = -1142392.162926
  nChanged 288
		SP:Iteration 5Q (576.580000 sec): 3 clusters
  Score: Raw -1147008.912079 + Penalty 4464.300828 = -1142544.611252
  nChanged 294
		SP:Iteration 6Q (576.610000 sec): 3 clusters
  Score: Raw -1147167.871315 + Penalty 4464.300828 = -1142703.570488
  nChanged 295
		SP:Iteration 7Q (576.640000 sec): 3 clusters
  Score: Raw -1147341.133813 + Penalty 4464.300828 = -1142876.832985
  nChanged 296
		SP:Iteration 8Q (576.670000 sec): 3 clusters
  Score: Raw -1147525.624012 + Penalty 4464.300828 = -1143061.323184
  nChanged 277
		SP:Iteration 9Q (576.700000 sec): 3 clusters
  Score: Raw -1147710.116162 + Penalty 4464.300828 = -1143245.815334
  nChanged 282
		SP:Iteration 10Q (576.720000 sec): 3 clusters
  Score: Raw -1147912.048845 + Penalty 4464.300828 = -1143447.748017
  nChanged 291
		SP:Iteration 11Q (576.750000 sec): 3 clusters
  Score: Raw -1148148.721251 + Penalty 4464.300828 = -1143684.420423
  nChanged 275
		SP:Iteration 12Q (576.780000 sec): 3 clusters
  Score: Raw -1148370.212639 + Penalty 4464.300828 = -1143905.911811
  nChanged 246
		SP:Iteration 13Q (576.810000 sec): 3 clusters
  Score: Raw -1148580.481976 + Penalty 4464.300828 = -1144116.181148
  nChanged 226
		SP:Iteration 14Q (576.840000 sec): 3 clusters
  Score: Raw -1148782.918388 + Penalty 4464.300828 = -1144318.617561
  nChanged 178
		SP:Iteration 15Q (576.860000 sec): 3 clusters
  Score: Raw -1148944.215112 + Penalty 4464.300828 = -1144479.914284
  nChanged 174
		SP:Iteration 16Q (576.890000 sec): 3 clusters
  Score: Raw -1149117.234292 + Penalty 4464.300828 = -1144652.933464
  nChanged 155
		SP:Iteration 17Q (576.920000 sec): 3 clusters
  Score: Raw -1149260.247078 + Penalty 4464.300828 = -1144795.946250
  nChanged 121
		SP:Iteration 18Q (576.940000 sec): 3 clusters
  Score: Raw -1149370.512756 + Penalty 4464.300828 = -1144906.211928
  nChanged 109
		SP:Iteration 19Q (576.970000 sec): 3 clusters
  Score: Raw -1149487.683965 + Penalty 4464.300828 = -1145023.383138
  nChanged 137
		SP:Iteration 20F (577.000000 sec): 3 clusters
  Score: Raw -1149583.068869 + Penalty 4464.300828 = -1145118.768042
  nChanged 101
		SP:Iteration 21Q (577.020000 sec): 3 clusters
  Score: Raw -1149646.885797 + Penalty 4464.300828 = -1145182.584969
  nChanged 64
		SP:Iteration 22Q (577.050000 sec): 3 clusters
  Score: Raw -1149678.283994 + Penalty 4464.300828 = -1145213.983166
  nChanged 46
		SP:Iteration 23Q (577.070000 sec): 3 clusters
  Score: Raw -1149699.460477 + Penalty 4464.300828 = -1145235.159649
  nChanged 38
		SP:Iteration 24Q (577.100000 sec): 3 clusters
  Score: Raw -1149711.825038 + Penalty 4464.300828 = -1145247.524210
  nChanged 21
		SP:Iteration 25Q (577.120000 sec): 3 clusters
  Score: Raw -1149720.604526 + Penalty 4464.300828 = -1145256.303698
  nChanged 13
		SP:Iteration 26Q (577.150000 sec): 3 clusters
  Score: Raw -1149724.407066 + Penalty 4464.300828 = -1145260.106239
  nChanged 16
		SP:Iteration 27Q (577.170000 sec): 3 clusters
  Score: Raw -1149729.730501 + Penalty 4464.300828 = -1145265.429673
  nChanged 11
		SP:Iteration 28Q (577.200000 sec): 3 clusters
  Score: Raw -1149733.465655 + Penalty 4464.300828 = -1145269.164828
  nChanged 8
		SP:Iteration 29Q (577.220000 sec): 3 clusters
  Score: Raw -1149735.653165 + Penalty 4464.300828 = -1145271.352337
  nChanged 5
		SP:Iteration 30Q (577.240000 sec): 3 clusters
  Score: Raw -1149737.104044 + Penalty 4464.300828 = -1145272.803216
  nChanged 3
		SP:Iteration 31Q (577.270000 sec): 3 clusters
  Score: Raw -1149738.062702 + Penalty 4464.300828 = -1145273.761874
  nChanged 2
		SP:Iteration 32Q (577.300000 sec): 3 clusters
  Score: Raw -1149738.776348 + Penalty 4464.300828 = -1145274.475520
  nChanged 3
		SP:Iteration 33Q (577.320000 sec): 3 clusters
  Score: Raw -1149739.863631 + Penalty 4464.300828 = -1145275.562803
  nChanged 4
		SP:Iteration 34Q (577.340000 sec): 3 clusters
  Score: Raw -1149740.906309 + Penalty 4464.300828 = -1145276.605481
  nChanged 3
		SP:Iteration 35Q (577.370000 sec): 3 clusters
  Score: Raw -1149742.044701 + Penalty 4464.300828 = -1145277.743873
  nChanged 3
		SP:Iteration 36Q (577.390000 sec): 3 clusters
  Score: Raw -1149742.694331 + Penalty 4464.300828 = -1145278.393503
  nChanged 1
		SP:Iteration 37Q (577.420000 sec): 3 clusters
  Score: Raw -1149742.871757 + Penalty 4464.300828 = -1145278.570930
  nChanged 0
		SP:Iteration 38F (577.450000 sec): 3 clusters
  Score: Raw -1149742.871757 + Penalty 4464.300828 = -1145278.570930
  nChanged 0
Iteration 20F (601.380000 sec): 22 clusters
  Score: Raw -117467146.010613 + Penalty 70868.408463 = -117396277.602150
  nChanged 13151
Iteration 21Q (609.330000 sec): 22 clusters
  Score: Raw -117480321.324480 + Penalty 70868.408463 = -117409452.916016
  nChanged 10091
Iteration 22Q (616.910000 sec): 22 clusters
  Score: Raw -117483520.126695 + Penalty 70868.408463 = -117412651.718232
  nChanged 8773
Iteration 23Q (624.380000 sec): 22 clusters
  Score: Raw -117485724.769856 + Penalty 70868.408463 = -117414856.361393
  nChanged 7731
Iteration 24Q (631.830000 sec): 22 clusters
  Score: Raw -117487354.244498 + Penalty 70868.408463 = -117416485.836035
  nChanged 6807
Iteration 25Q (639.250000 sec): 22 clusters
  Score: Raw -117488689.719103 + Penalty 70868.408463 = -117417821.310640
  nChanged 6238
Iteration 26Q (646.640000 sec): 22 clusters
  Score: Raw -117489996.137717 + Penalty 70868.408463 = -117419127.729253
  nChanged 5758
Iteration 27Q (654.040000 sec): 22 clusters
  Score: Raw -117491083.150551 + Penalty 70868.408463 = -117420214.742088
  nChanged 5351
Iteration 28Q (661.420000 sec): 22 clusters
  Score: Raw -117491914.371092 + Penalty 70868.408463 = -117421045.962629
  nChanged 5013
Iteration 29Q (668.770000 sec): 22 clusters
  Score: Raw -117492657.884777 + Penalty 70868.408463 = -117421789.476314
  nChanged 4796
Iteration 30Q (676.110000 sec): 22 clusters
  Score: Raw -117493310.571121 + Penalty 70868.408463 = -117422442.162657
  nChanged 4591
Iteration 31Q (683.420000 sec): 22 clusters
  Score: Raw -117493896.317894 + Penalty 70868.408463 = -117423027.909430
  nChanged 4358
Iteration 32Q (690.720000 sec): 22 clusters
  Score: Raw -117494445.958750 + Penalty 70868.408463 = -117423577.550286
  nChanged 4220
Iteration 33Q (698.040000 sec): 22 clusters
  Score: Raw -117494961.984438 + Penalty 70868.408463 = -117424093.575975
  nChanged 4065
Iteration 34Q (705.380000 sec): 22 clusters
  Score: Raw -117495451.103215 + Penalty 70868.408463 = -117424582.694752
  nChanged 3974
Iteration 35Q (712.680000 sec): 22 clusters
  Score: Raw -117495932.318738 + Penalty 70868.408463 = -117425063.910275
  nChanged 3886
Iteration 36Q (719.970000 sec): 22 clusters
  Score: Raw -117496404.769275 + Penalty 70868.408463 = -117425536.360812
  nChanged 3802
Iteration 37Q (727.250000 sec): 22 clusters
  Score: Raw -117496850.294640 + Penalty 70868.408463 = -117425981.886177
  nChanged 3701
Iteration 38Q (734.540000 sec): 22 clusters
  Score: Raw -117497257.209101 + Penalty 70868.408463 = -117426388.800638
  nChanged 3654
Iteration 39Q (741.800000 sec): 22 clusters
  Score: Raw -117497645.721851 + Penalty 70868.408463 = -117426777.313388
  nChanged 3628
Iteration 40F (765.570000 sec): 22 clusters
  Score: Raw -117503501.555366 + Penalty 70868.408463 = -117432633.146903
  nChanged 3920
Iteration 41Q (773.160000 sec): 22 clusters
  Score: Raw -117508333.066499 + Penalty 70868.408463 = -117437464.658036
  nChanged 3826
Iteration 42Q (780.750000 sec): 22 clusters
  Score: Raw -117509235.778553 + Penalty 70868.408463 = -117438367.370090
  nChanged 3771
Iteration 43Q (788.300000 sec): 22 clusters
  Score: Raw -117509967.189150 + Penalty 70868.408463 = -117439098.780687
  nChanged 3975
Iteration 44Q (795.890000 sec): 22 clusters
  Score: Raw -117510519.043151 + Penalty 70868.408463 = -117439650.634688
  nChanged 4026
Iteration 45Q (803.430000 sec): 22 clusters
  Score: Raw -117511203.263135 + Penalty 70868.408463 = -117440334.854672
  nChanged 3999
Iteration 46Q (810.980000 sec): 22 clusters
  Score: Raw -117511909.685521 + Penalty 70868.408463 = -117441041.277057
  nChanged 3996
Iteration 47Q (818.520000 sec): 22 clusters
  Score: Raw -117512618.958021 + Penalty 70868.408463 = -117441750.549557
  nChanged 3971
Iteration 48Q (826.050000 sec): 22 clusters
  Score: Raw -117513507.374515 + Penalty 70868.408463 = -117442638.966052
  nChanged 4014
Iteration 49Q (833.580000 sec): 22 clusters
  Score: Raw -117513885.656062 + Penalty 70868.408463 = -117443017.247599
  nChanged 4013
Iteration 50Q (841.100000 sec): 22 clusters
  Score: Raw -117514245.912503 + Penalty 70868.408463 = -117443377.504040
  nChanged 4179
Iteration 51Q (848.620000 sec): 22 clusters
  Score: Raw -117514622.420394 + Penalty 70868.408463 = -117443754.011931
  nChanged 4231
Iteration 52Q (856.130000 sec): 22 clusters
  Score: Raw -117515019.218435 + Penalty 70868.408463 = -117444150.809972
  nChanged 4440
Iteration 53Q (863.640000 sec): 22 clusters
  Score: Raw -117515453.117096 + Penalty 70868.408463 = -117444584.708633
  nChanged 4599
Iteration 54Q (871.150000 sec): 22 clusters
  Score: Raw -117515938.834778 + Penalty 70868.408463 = -117445070.426314
  nChanged 4983
Iteration 55Q (878.670000 sec): 22 clusters
  Score: Raw -117516514.705281 + Penalty 70868.408463 = -117445646.296818
  nChanged 5408
Iteration 56Q (886.220000 sec): 22 clusters
  Score: Raw -117517221.106149 + Penalty 70868.408463 = -117446352.697685
  nChanged 5893
Iteration 57Q (893.760000 sec): 22 clusters
  Score: Raw -117518076.207016 + Penalty 70868.408463 = -117447207.798553
  nChanged 6478
Iteration 58Q (901.300000 sec): 22 clusters
  Score: Raw -117519123.596388 + Penalty 70868.408463 = -117448255.187924
  nChanged 7103
Writing temp clu file 
Because OldScore, -117447207.798553, is greater than current (better) Score,-117448255.187924 
 Compute initial score before splitting:   Score: Raw -117519123.596388 + Penalty 70868.408463 = -117448255.187924
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (1300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.460000 sec): 2 clusters
  Score: Raw -189433.906082 + Penalty 1778.189647 = -187655.716435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.470000 sec): 3 clusters
  Score: Raw -189023.702042 + Penalty 3556.379294 = -185467.322748
  nChanged 362
		SP:Iteration 1F (901.480000 sec): 3 clusters
  Score: Raw -189325.263470 + Penalty 3556.379294 = -185768.884176
  nChanged 84
		SP:Iteration 2F (901.480000 sec): 3 clusters
  Score: Raw -189411.472400 + Penalty 3556.379294 = -185855.093106
  nChanged 40
		SP:Iteration 3Q (901.480000 sec): 3 clusters
  Score: Raw -189453.589720 + Penalty 3556.379294 = -185897.210426
  nChanged 24
		SP:Iteration 4Q (901.490000 sec): 3 clusters
  Score: Raw -189484.640767 + Penalty 3556.379294 = -185928.261473
  nChanged 18
		SP:Iteration 5Q (901.500000 sec): 3 clusters
  Score: Raw -189504.428618 + Penalty 3556.379294 = -185948.049324
  nChanged 13
		SP:Iteration 6Q (901.500000 sec): 3 clusters
  Score: Raw -189521.789684 + Penalty 3556.379294 = -185965.410390
  nChanged 20
		SP:Iteration 7Q (901.500000 sec): 3 clusters
  Score: Raw -189539.324066 + Penalty 3556.379294 = -185982.944772
  nChanged 9
		SP:Iteration 8Q (901.510000 sec): 3 clusters
  Score: Raw -189548.663909 + Penalty 3556.379294 = -185992.284616
  nChanged 11
		SP:Iteration 9Q (901.520000 sec): 3 clusters
  Score: Raw -189558.763303 + Penalty 3556.379294 = -186002.384010
  nChanged 13
		SP:Iteration 10Q (901.520000 sec): 3 clusters
  Score: Raw -189570.255187 + Penalty 3556.379294 = -186013.875893
  nChanged 12
		SP:Iteration 11Q (901.520000 sec): 3 clusters
  Score: Raw -189581.442520 + Penalty 3556.379294 = -186025.063226
  nChanged 11
		SP:Iteration 12Q (901.530000 sec): 3 clusters
  Score: Raw -189593.036681 + Penalty 3556.379294 = -186036.657387
  nChanged 8
		SP:Iteration 13Q (901.540000 sec): 3 clusters
  Score: Raw -189598.774900 + Penalty 3556.379294 = -186042.395607
  nChanged 5
		SP:Iteration 14Q (901.540000 sec): 3 clusters
  Score: Raw -189603.066750 + Penalty 3556.379294 = -186046.687457
  nChanged 5
		SP:Iteration 15Q (901.550000 sec): 3 clusters
  Score: Raw -189608.925555 + Penalty 3556.379294 = -186052.546261
  nChanged 5
		SP:Iteration 16Q (901.550000 sec): 3 clusters
  Score: Raw -189617.078012 + Penalty 3556.379294 = -186060.698718
  nChanged 4
		SP:Iteration 17Q (901.560000 sec): 3 clusters
  Score: Raw -189620.544208 + Penalty 3556.379294 = -186064.164914
  nChanged 2
		SP:Iteration 18Q (901.560000 sec): 3 clusters
  Score: Raw -189623.031611 + Penalty 3556.379294 = -186066.652318
  nChanged 0
		SP:Iteration 19F (901.570000 sec): 3 clusters
  Score: Raw -189623.031611 + Penalty 3556.379294 = -186066.652318
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.580000 sec): 2 clusters
  Score: Raw -182124.288917 + Penalty 1765.268019 = -180359.020899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.580000 sec): 3 clusters
  Score: Raw -181784.649686 + Penalty 3530.536037 = -178254.113649
  nChanged 338
		SP:Iteration 1F (901.580000 sec): 3 clusters
  Score: Raw -182137.906601 + Penalty 3530.536037 = -178607.370563
  nChanged 94
		SP:Iteration 2F (901.590000 sec): 3 clusters
  Score: Raw -182286.327721 + Penalty 3530.536037 = -178755.791683
  nChanged 67
		SP:Iteration 3F (901.590000 sec): 3 clusters
  Score: Raw -182359.912015 + Penalty 3530.536037 = -178829.375978
  nChanged 30
		SP:Iteration 4Q (901.600000 sec): 3 clusters
  Score: Raw -182398.244317 + Penalty 3530.536037 = -178867.708280
  nChanged 22
		SP:Iteration 5Q (901.600000 sec): 3 clusters
  Score: Raw -182420.859356 + Penalty 3530.536037 = -178890.323318
  nChanged 13
		SP:Iteration 6Q (901.610000 sec): 3 clusters
  Score: Raw -182436.319545 + Penalty 3530.536037 = -178905.783508
  nChanged 12
		SP:Iteration 7Q (901.610000 sec): 3 clusters
  Score: Raw -182443.885440 + Penalty 3530.536037 = -178913.349402
  nChanged 6
		SP:Iteration 8Q (901.620000 sec): 3 clusters
  Score: Raw -182448.785276 + Penalty 3530.536037 = -178918.249239
  nChanged 5
		SP:Iteration 9Q (901.620000 sec): 3 clusters
  Score: Raw -182456.832323 + Penalty 3530.536037 = -178926.296285
  nChanged 6
		SP:Iteration 10Q (901.630000 sec): 3 clusters
  Score: Raw -182463.285120 + Penalty 3530.536037 = -178932.749083
  nChanged 6
		SP:Iteration 11Q (901.630000 sec): 3 clusters
  Score: Raw -182467.565959 + Penalty 3530.536037 = -178937.029921
  nChanged 2
		SP:Iteration 12Q (901.640000 sec): 3 clusters
  Score: Raw -182469.188512 + Penalty 3530.536037 = -178938.652475
  nChanged 1
		SP:Iteration 13Q (901.640000 sec): 3 clusters
  Score: Raw -182470.944469 + Penalty 3530.536037 = -178940.408432
  nChanged 1
		SP:Iteration 14Q (901.650000 sec): 3 clusters
  Score: Raw -182472.856376 + Penalty 3530.536037 = -178942.320339
  nChanged 1
		SP:Iteration 15Q (901.650000 sec): 3 clusters
  Score: Raw -182473.011040 + Penalty 3530.536037 = -178942.475003
  nChanged 0
		SP:Iteration 16F (901.660000 sec): 3 clusters
  Score: Raw -182473.011040 + Penalty 3530.536037 = -178942.475003
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.660000 sec): 2 clusters
  Score: Raw -57770.450672 + Penalty 1522.156309 = -56248.294363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.660000 sec): 3 clusters
  Score: Raw -58098.531365 + Penalty 3044.312619 = -55054.218746
  nChanged 118
		SP:Iteration 1F (901.660000 sec): 3 clusters
  Score: Raw -58636.489317 + Penalty 3044.312619 = -55592.176698
  nChanged 77
		SP:Iteration 2F (901.670000 sec): 3 clusters
  Score: Raw -59035.564592 + Penalty 3044.312619 = -55991.251974
  nChanged 18
		SP:Iteration 3Q (901.670000 sec): 3 clusters
  Score: Raw -59285.398585 + Penalty 3044.312619 = -56241.085966
  nChanged 12
		SP:Iteration 4Q (901.670000 sec): 3 clusters
  Score: Raw -59389.825130 + Penalty 3044.312619 = -56345.512511
  nChanged 7
		SP:Iteration 5Q (901.670000 sec): 3 clusters
  Score: Raw -59602.271846 + Penalty 3044.312619 = -56557.959227
  nChanged 5
		SP:Iteration 6Q (901.670000 sec): 3 clusters
  Score: Raw -59863.463716 + Penalty 3044.312619 = -56819.151097
  nChanged 5
		SP:Iteration 7Q (901.670000 sec): 3 clusters
  Score: Raw -59930.342886 + Penalty 3044.312619 = -56886.030267
  nChanged 4
		SP:Iteration 8Q (901.680000 sec): 3 clusters
  Score: Raw -59951.841181 + Penalty 3044.312619 = -56907.528562
  nChanged 5
		SP:Iteration 9Q (901.680000 sec): 3 clusters
  Score: Raw -59975.036365 + Penalty 3044.312619 = -56930.723747
  nChanged 1
		SP:Iteration 10Q (901.680000 sec): 3 clusters
  Score: Raw -59977.888359 + Penalty 3044.312619 = -56933.575740
  nChanged 0
		SP:Iteration 11F (901.680000 sec): 3 clusters
  Score: Raw -59982.080228 + Penalty 3044.312619 = -56937.767609
  nChanged 1
		SP:Iteration 12Q (901.680000 sec): 3 clusters
  Score: Raw -59988.372581 + Penalty 3044.312619 = -56944.059963
  nChanged 0
		SP:Iteration 13F (901.680000 sec): 3 clusters
  Score: Raw -59988.372581 + Penalty 3044.312619 = -56944.059963
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 22.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (1654 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.700000 sec): 2 clusters
  Score: Raw -242793.460689 + Penalty 1837.916065 = -240955.544624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.700000 sec): 3 clusters
  Score: Raw -242231.930939 + Penalty 3675.832130 = -238556.098808
  nChanged 486
		SP:Iteration 1F (901.710000 sec): 3 clusters
  Score: Raw -242604.968069 + Penalty 3675.832130 = -238929.135939
  nChanged 112
		SP:Iteration 2F (901.720000 sec): 3 clusters
  Score: Raw -242705.290817 + Penalty 3675.832130 = -239029.458687
  nChanged 67
		SP:Iteration 3Q (901.720000 sec): 3 clusters
  Score: Raw -242754.178928 + Penalty 3675.832130 = -239078.346798
  nChanged 44
		SP:Iteration 4Q (901.730000 sec): 3 clusters
  Score: Raw -242793.461312 + Penalty 3675.832130 = -239117.629182
  nChanged 22
		SP:Iteration 5Q (901.740000 sec): 3 clusters
  Score: Raw -242818.608862 + Penalty 3675.832130 = -239142.776731
  nChanged 23
		SP:Iteration 6Q (901.740000 sec): 3 clusters
  Score: Raw -242845.723048 + Penalty 3675.832130 = -239169.890917
  nChanged 22
		SP:Iteration 7Q (901.750000 sec): 3 clusters
  Score: Raw -242860.306583 + Penalty 3675.832130 = -239184.474453
  nChanged 15
		SP:Iteration 8Q (901.750000 sec): 3 clusters
  Score: Raw -242873.602448 + Penalty 3675.832130 = -239197.770318
  nChanged 9
		SP:Iteration 9Q (901.760000 sec): 3 clusters
  Score: Raw -242880.637985 + Penalty 3675.832130 = -239204.805855
  nChanged 4
		SP:Iteration 10Q (901.770000 sec): 3 clusters
  Score: Raw -242883.827565 + Penalty 3675.832130 = -239207.995435
  nChanged 7
		SP:Iteration 11Q (901.770000 sec): 3 clusters
  Score: Raw -242889.071841 + Penalty 3675.832130 = -239213.239711
  nChanged 3
		SP:Iteration 12Q (901.780000 sec): 3 clusters
  Score: Raw -242891.434703 + Penalty 3675.832130 = -239215.602572
  nChanged 4
		SP:Iteration 13Q (901.780000 sec): 3 clusters
  Score: Raw -242893.591913 + Penalty 3675.832130 = -239217.759782
  nChanged 0
		SP:Iteration 14F (901.790000 sec): 3 clusters
  Score: Raw -242893.591913 + Penalty 3675.832130 = -239217.759782
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (1057 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.800000 sec): 2 clusters
  Score: Raw -137554.486300 + Penalty 1726.871116 = -135827.615183
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.800000 sec): 3 clusters
  Score: Raw -137410.721518 + Penalty 3453.742233 = -133956.979285
  nChanged 326
		SP:Iteration 1F (901.810000 sec): 3 clusters
  Score: Raw -138363.509565 + Penalty 3453.742233 = -134909.767332
  nChanged 143
		SP:Iteration 2F (901.810000 sec): 3 clusters
  Score: Raw -138901.306244 + Penalty 3453.742233 = -135447.564011
  nChanged 62
		SP:Iteration 3F (901.820000 sec): 3 clusters
  Score: Raw -139100.256417 + Penalty 3453.742233 = -135646.514184
  nChanged 36
		SP:Iteration 4Q (901.820000 sec): 3 clusters
  Score: Raw -139190.712807 + Penalty 3453.742233 = -135736.970574
  nChanged 19
		SP:Iteration 5Q (901.820000 sec): 3 clusters
  Score: Raw -139225.419042 + Penalty 3453.742233 = -135771.676809
  nChanged 9
		SP:Iteration 6Q (901.830000 sec): 3 clusters
  Score: Raw -139245.108695 + Penalty 3453.742233 = -135791.366462
  nChanged 8
		SP:Iteration 7Q (901.830000 sec): 3 clusters
  Score: Raw -139278.934716 + Penalty 3453.742233 = -135825.192483
  nChanged 11
		SP:Iteration 8Q (901.830000 sec): 3 clusters
  Score: Raw -139324.994936 + Penalty 3453.742233 = -135871.252703
  nChanged 11
		SP:Iteration 9Q (901.840000 sec): 3 clusters
  Score: Raw -139350.977884 + Penalty 3453.742233 = -135897.235651
  nChanged 13
		SP:Iteration 10Q (901.840000 sec): 3 clusters
  Score: Raw -139393.491184 + Penalty 3453.742233 = -135939.748951
  nChanged 21
		SP:Iteration 11Q (901.840000 sec): 3 clusters
  Score: Raw -139453.475007 + Penalty 3453.742233 = -135999.732774
  nChanged 16
		SP:Iteration 12Q (901.850000 sec): 3 clusters
  Score: Raw -139512.606870 + Penalty 3453.742233 = -136058.864637
  nChanged 22
		SP:Iteration 13Q (901.850000 sec): 3 clusters
  Score: Raw -139592.878732 + Penalty 3453.742233 = -136139.136499
  nChanged 29
		SP:Iteration 14Q (901.850000 sec): 3 clusters
  Score: Raw -139740.368543 + Penalty 3453.742233 = -136286.626310
  nChanged 35
		SP:Iteration 15Q (901.860000 sec): 3 clusters
  Score: Raw -139943.017416 + Penalty 3453.742233 = -136489.275183
  nChanged 28
		SP:Iteration 16Q (901.860000 sec): 3 clusters
  Score: Raw -140116.859103 + Penalty 3453.742233 = -136663.116870
  nChanged 19
		SP:Iteration 17Q (901.860000 sec): 3 clusters
  Score: Raw -140249.355443 + Penalty 3453.742233 = -136795.613210
  nChanged 18
		SP:Iteration 18Q (901.870000 sec): 3 clusters
  Score: Raw -140325.863472 + Penalty 3453.742233 = -136872.121239
  nChanged 9
		SP:Iteration 19Q (901.870000 sec): 3 clusters
  Score: Raw -140348.401601 + Penalty 3453.742233 = -136894.659368
  nChanged 1
		SP:Iteration 20F (901.870000 sec): 3 clusters
  Score: Raw -140354.270873 + Penalty 3453.742233 = -136900.528640
  nChanged 1
		SP:Iteration 21Q (901.880000 sec): 3 clusters
  Score: Raw -140357.736782 + Penalty 3453.742233 = -136903.994549
  nChanged 0
		SP:Iteration 22F (901.880000 sec): 3 clusters
  Score: Raw -140357.736782 + Penalty 3453.742233 = -136903.994549
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 23.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (19609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.960000 sec): 2 clusters
  Score: Raw -2715613.375330 + Penalty 2451.168493 = -2713162.206837
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (902.040000 sec): 3 clusters
  Score: Raw -2704199.277454 + Penalty 4902.336986 = -2699296.940468
  nChanged 8641
		SP:Iteration 1F (902.120000 sec): 3 clusters
  Score: Raw -2708786.040295 + Penalty 4902.336986 = -2703883.703309
  nChanged 1123
		SP:Iteration 2F (902.200000 sec): 3 clusters
  Score: Raw -2709273.003791 + Penalty 4902.336986 = -2704370.666805
  nChanged 1016
		SP:Iteration 3F (902.280000 sec): 3 clusters
  Score: Raw -2709711.972191 + Penalty 4902.336986 = -2704809.635205
  nChanged 948
		SP:Iteration 4Q (902.360000 sec): 3 clusters
  Score: Raw -2710148.334168 + Penalty 4902.336986 = -2705245.997182
  nChanged 883
		SP:Iteration 5Q (902.430000 sec): 3 clusters
  Score: Raw -2710555.944109 + Penalty 4902.336986 = -2705653.607123
  nChanged 867
		SP:Iteration 6Q (902.510000 sec): 3 clusters
  Score: Raw -2710971.298827 + Penalty 4902.336986 = -2706068.961841
  nChanged 856
		SP:Iteration 7Q (902.590000 sec): 3 clusters
  Score: Raw -2711392.741956 + Penalty 4902.336986 = -2706490.404970
  nChanged 805
		SP:Iteration 8Q (902.670000 sec): 3 clusters
  Score: Raw -2711814.362694 + Penalty 4902.336986 = -2706912.025708
  nChanged 800
		SP:Iteration 9Q (902.750000 sec): 3 clusters
  Score: Raw -2712232.303380 + Penalty 4902.336986 = -2707329.966394
  nChanged 773
		SP:Iteration 10Q (902.830000 sec): 3 clusters
  Score: Raw -2712601.498453 + Penalty 4902.336986 = -2707699.161467
  nChanged 651
		SP:Iteration 11Q (902.910000 sec): 3 clusters
  Score: Raw -2712899.102041 + Penalty 4902.336986 = -2707996.765055
  nChanged 619
		SP:Iteration 12Q (902.990000 sec): 3 clusters
  Score: Raw -2713150.949152 + Penalty 4902.336986 = -2708248.612166
  nChanged 499
		SP:Iteration 13Q (903.070000 sec): 3 clusters
  Score: Raw -2713335.084441 + Penalty 4902.336986 = -2708432.747455
  nChanged 403
		SP:Iteration 14Q (903.140000 sec): 3 clusters
  Score: Raw -2713473.516066 + Penalty 4902.336986 = -2708571.179080
  nChanged 335
		SP:Iteration 15Q (903.220000 sec): 3 clusters
  Score: Raw -2713566.243818 + Penalty 4902.336986 = -2708663.906832
  nChanged 275
		SP:Iteration 16Q (903.300000 sec): 3 clusters
  Score: Raw -2713646.145158 + Penalty 4902.336986 = -2708743.808172
  nChanged 248
		SP:Iteration 17Q (903.380000 sec): 3 clusters
  Score: Raw -2713718.443902 + Penalty 4902.336986 = -2708816.106916
  nChanged 231
		SP:Iteration 18Q (903.450000 sec): 3 clusters
  Score: Raw -2713780.007044 + Penalty 4902.336986 = -2708877.670058
  nChanged 220
		SP:Iteration 19Q (903.530000 sec): 3 clusters
  Score: Raw -2713845.837339 + Penalty 4902.336986 = -2708943.500353
  nChanged 231
		SP:Iteration 20F (903.600000 sec): 3 clusters
  Score: Raw -2713928.680976 + Penalty 4902.336986 = -2709026.343990
  nChanged 256
		SP:Iteration 21Q (903.680000 sec): 3 clusters
  Score: Raw -2714013.937100 + Penalty 4902.336986 = -2709111.600114
  nChanged 235
		SP:Iteration 22Q (903.750000 sec): 3 clusters
  Score: Raw -2714081.992791 + Penalty 4902.336986 = -2709179.655805
  nChanged 211
		SP:Iteration 23Q (903.830000 sec): 3 clusters
  Score: Raw -2714148.726577 + Penalty 4902.336986 = -2709246.389590
  nChanged 203
		SP:Iteration 24Q (903.900000 sec): 3 clusters
  Score: Raw -2714210.350450 + Penalty 4902.336986 = -2709308.013464
  nChanged 208
		SP:Iteration 25Q (903.980000 sec): 3 clusters
  Score: Raw -2714273.284171 + Penalty 4902.336986 = -2709370.947185
  nChanged 218
		SP:Iteration 26Q (904.050000 sec): 3 clusters
  Score: Raw -2714335.809337 + Penalty 4902.336986 = -2709433.472351
  nChanged 197
		SP:Iteration 27Q (904.130000 sec): 3 clusters
  Score: Raw -2714385.804597 + Penalty 4902.336986 = -2709483.467611
  nChanged 175
		SP:Iteration 28Q (904.200000 sec): 3 clusters
  Score: Raw -2714436.693163 + Penalty 4902.336986 = -2709534.356177
  nChanged 181
		SP:Iteration 29Q (904.280000 sec): 3 clusters
  Score: Raw -2714489.140869 + Penalty 4902.336986 = -2709586.803883
  nChanged 165
		SP:Iteration 30Q (904.350000 sec): 3 clusters
  Score: Raw -2714534.635920 + Penalty 4902.336986 = -2709632.298934
  nChanged 146
		SP:Iteration 31Q (904.420000 sec): 3 clusters
  Score: Raw -2714577.298208 + Penalty 4902.336986 = -2709674.961222
  nChanged 174
		SP:Iteration 32Q (904.500000 sec): 3 clusters
  Score: Raw -2714633.669376 + Penalty 4902.336986 = -2709731.332390
  nChanged 201
		SP:Iteration 33Q (904.570000 sec): 3 clusters
  Score: Raw -2714711.113579 + Penalty 4902.336986 = -2709808.776593
  nChanged 226
		SP:Iteration 34Q (904.640000 sec): 3 clusters
  Score: Raw -2714798.164633 + Penalty 4902.336986 = -2709895.827647
  nChanged 215
		SP:Iteration 35Q (904.710000 sec): 3 clusters
  Score: Raw -2714879.513736 + Penalty 4902.336986 = -2709977.176750
  nChanged 240
		SP:Iteration 36Q (904.780000 sec): 3 clusters
  Score: Raw -2714979.583488 + Penalty 4902.336986 = -2710077.246502
  nChanged 253
		SP:Iteration 37Q (904.860000 sec): 3 clusters
  Score: Raw -2715090.132148 + Penalty 4902.336986 = -2710187.795162
  nChanged 242
		SP:Iteration 38Q (904.930000 sec): 3 clusters
  Score: Raw -2715205.453597 + Penalty 4902.336986 = -2710303.116611
  nChanged 235
		SP:Iteration 39Q (905.000000 sec): 3 clusters
  Score: Raw -2715314.999941 + Penalty 4902.336986 = -2710412.662955
  nChanged 240
		SP:Iteration 40F (905.080000 sec): 3 clusters
  Score: Raw -2715429.470456 + Penalty 4902.336986 = -2710527.133469
  nChanged 239
		SP:Iteration 41Q (905.150000 sec): 3 clusters
  Score: Raw -2715552.683093 + Penalty 4902.336986 = -2710650.346107
  nChanged 219
		SP:Iteration 42Q (905.220000 sec): 3 clusters
  Score: Raw -2715675.381152 + Penalty 4902.336986 = -2710773.044166
  nChanged 235
		SP:Iteration 43Q (905.290000 sec): 3 clusters
  Score: Raw -2715790.090491 + Penalty 4902.336986 = -2710887.753505
  nChanged 209
		SP:Iteration 44Q (905.360000 sec): 3 clusters
  Score: Raw -2715875.003044 + Penalty 4902.336986 = -2710972.666058
  nChanged 172
		SP:Iteration 45Q (905.420000 sec): 3 clusters
  Score: Raw -2715936.822617 + Penalty 4902.336986 = -2711034.485631
  nChanged 156
		SP:Iteration 46Q (905.490000 sec): 3 clusters
  Score: Raw -2715993.964713 + Penalty 4902.336986 = -2711091.627727
  nChanged 134
		SP:Iteration 47Q (905.560000 sec): 3 clusters
  Score: Raw -2716036.811916 + Penalty 4902.336986 = -2711134.474930
  nChanged 115
		SP:Iteration 48Q (905.630000 sec): 3 clusters
  Score: Raw -2716067.498268 + Penalty 4902.336986 = -2711165.161282
  nChanged 98
		SP:Iteration 49Q (905.700000 sec): 3 clusters
  Score: Raw -2716095.764668 + Penalty 4902.336986 = -2711193.427682
  nChanged 84
		SP:Iteration 50Q (905.760000 sec): 3 clusters
  Score: Raw -2716121.608979 + Penalty 4902.336986 = -2711219.271993
  nChanged 80
		SP:Iteration 51Q (905.830000 sec): 3 clusters
  Score: Raw -2716139.878594 + Penalty 4902.336986 = -2711237.541608
  nChanged 65
		SP:Iteration 52Q (905.890000 sec): 3 clusters
  Score: Raw -2716155.772776 + Penalty 4902.336986 = -2711253.435790
  nChanged 57
		SP:Iteration 53Q (905.960000 sec): 3 clusters
  Score: Raw -2716171.075928 + Penalty 4902.336986 = -2711268.738941
  nChanged 63
		SP:Iteration 54Q (906.020000 sec): 3 clusters
  Score: Raw -2716185.421103 + Penalty 4902.336986 = -2711283.084117
  nChanged 54
		SP:Iteration 55Q (906.090000 sec): 3 clusters
  Score: Raw -2716198.337677 + Penalty 4902.336986 = -2711296.000691
  nChanged 66
		SP:Iteration 56Q (906.160000 sec): 3 clusters
  Score: Raw -2716214.372901 + Penalty 4902.336986 = -2711312.035915
  nChanged 58
		SP:Iteration 57Q (906.220000 sec): 3 clusters
  Score: Raw -2716228.745931 + Penalty 4902.336986 = -2711326.408945
  nChanged 65
		SP:Iteration 58Q (906.280000 sec): 3 clusters
  Score: Raw -2716244.861675 + Penalty 4902.336986 = -2711342.524689
  nChanged 67
		SP:Iteration 59Q (906.350000 sec): 3 clusters
  Score: Raw -2716262.452658 + Penalty 4902.336986 = -2711360.115672
  nChanged 70
		SP:Iteration 60F (906.430000 sec): 3 clusters
  Score: Raw -2716282.561292 + Penalty 4902.336986 = -2711380.224306
  nChanged 80
		SP:Iteration 61Q (906.490000 sec): 3 clusters
  Score: Raw -2716303.857776 + Penalty 4902.336986 = -2711401.520790
  nChanged 70
		SP:Iteration 62Q (906.560000 sec): 3 clusters
  Score: Raw -2716325.305190 + Penalty 4902.336986 = -2711422.968204
  nChanged 73
		SP:Iteration 63Q (906.620000 sec): 3 clusters
  Score: Raw -2716343.366402 + Penalty 4902.336986 = -2711441.029416
  nChanged 55
		SP:Iteration 64Q (906.690000 sec): 3 clusters
  Score: Raw -2716355.385057 + Penalty 4902.336986 = -2711453.048071
  nChanged 40
		SP:Iteration 65Q (906.750000 sec): 3 clusters
  Score: Raw -2716364.599131 + Penalty 4902.336986 = -2711462.262145
  nChanged 36
		SP:Iteration 66Q (906.820000 sec): 3 clusters
  Score: Raw -2716372.708041 + Penalty 4902.336986 = -2711470.371055
  nChanged 27
		SP:Iteration 67Q (906.880000 sec): 3 clusters
  Score: Raw -2716378.331907 + Penalty 4902.336986 = -2711475.994921
  nChanged 26
		SP:Iteration 68Q (906.950000 sec): 3 clusters
  Score: Raw -2716384.679741 + Penalty 4902.336986 = -2711482.342755
  nChanged 21
		SP:Iteration 69Q (907.010000 sec): 3 clusters
  Score: Raw -2716388.003910 + Penalty 4902.336986 = -2711485.666924
  nChanged 15
		SP:Iteration 70Q (907.080000 sec): 3 clusters
  Score: Raw -2716390.634066 + Penalty 4902.336986 = -2711488.297080
  nChanged 14
		SP:Iteration 71Q (907.140000 sec): 3 clusters
  Score: Raw -2716392.690316 + Penalty 4902.336986 = -2711490.353330
  nChanged 17
		SP:Iteration 72Q (907.200000 sec): 3 clusters
  Score: Raw -2716395.107739 + Penalty 4902.336986 = -2711492.770753
  nChanged 18
		SP:Iteration 73Q (907.270000 sec): 3 clusters
  Score: Raw -2716397.939264 + Penalty 4902.336986 = -2711495.602278
  nChanged 14
		SP:Iteration 74Q (907.330000 sec): 3 clusters
  Score: Raw -2716399.987031 + Penalty 4902.336986 = -2711497.650045
  nChanged 10
		SP:Iteration 75Q (907.400000 sec): 3 clusters
  Score: Raw -2716401.437957 + Penalty 4902.336986 = -2711499.100971
  nChanged 12
		SP:Iteration 76Q (907.460000 sec): 3 clusters
  Score: Raw -2716403.674105 + Penalty 4902.336986 = -2711501.337119
  nChanged 12
		SP:Iteration 77Q (907.520000 sec): 3 clusters
  Score: Raw -2716406.021879 + Penalty 4902.336986 = -2711503.684892
  nChanged 16
		SP:Iteration 78Q (907.590000 sec): 3 clusters
  Score: Raw -2716409.232094 + Penalty 4902.336986 = -2711506.895108
  nChanged 15
		SP:Iteration 79Q (907.650000 sec): 3 clusters
  Score: Raw -2716411.614500 + Penalty 4902.336986 = -2711509.277514
  nChanged 11
		SP:Iteration 80F (907.730000 sec): 3 clusters
  Score: Raw -2716413.322199 + Penalty 4902.336986 = -2711510.985213
  nChanged 9
		SP:Iteration 81Q (907.790000 sec): 3 clusters
  Score: Raw -2716415.089172 + Penalty 4902.336986 = -2711512.752186
  nChanged 12
		SP:Iteration 82Q (907.860000 sec): 3 clusters
  Score: Raw -2716417.196301 + Penalty 4902.336986 = -2711514.859315
  nChanged 8
		SP:Iteration 83Q (907.920000 sec): 3 clusters
  Score: Raw -2716418.427475 + Penalty 4902.336986 = -2711516.090489
  nChanged 6
		SP:Iteration 84Q (907.980000 sec): 3 clusters
  Score: Raw -2716419.255269 + Penalty 4902.336986 = -2711516.918283
  nChanged 10
		SP:Iteration 85Q (908.050000 sec): 3 clusters
  Score: Raw -2716420.553038 + Penalty 4902.336986 = -2711518.216052
  nChanged 11
		SP:Iteration 86Q (908.110000 sec): 3 clusters
  Score: Raw -2716422.602254 + Penalty 4902.336986 = -2711520.265268
  nChanged 14
		SP:Iteration 87Q (908.170000 sec): 3 clusters
  Score: Raw -2716425.307239 + Penalty 4902.336986 = -2711522.970253
  nChanged 17
		SP:Iteration 88Q (908.230000 sec): 3 clusters
  Score: Raw -2716428.800278 + Penalty 4902.336986 = -2711526.463292
  nChanged 15
		SP:Iteration 89Q (908.290000 sec): 3 clusters
  Score: Raw -2716432.407934 + Penalty 4902.336986 = -2711530.070948
  nChanged 11
		SP:Iteration 90Q (908.350000 sec): 3 clusters
  Score: Raw -2716434.604119 + Penalty 4902.336986 = -2711532.267133
  nChanged 12
		SP:Iteration 91Q (908.400000 sec): 3 clusters
  Score: Raw -2716437.042684 + Penalty 4902.336986 = -2711534.705698
  nChanged 11
		SP:Iteration 92Q (908.460000 sec): 3 clusters
  Score: Raw -2716439.116177 + Penalty 4902.336986 = -2711536.779191
  nChanged 11
		SP:Iteration 93Q (908.520000 sec): 3 clusters
  Score: Raw -2716440.789247 + Penalty 4902.336986 = -2711538.452261
  nChanged 9
		SP:Iteration 94Q (908.580000 sec): 3 clusters
  Score: Raw -2716442.159326 + Penalty 4902.336986 = -2711539.822340
  nChanged 4
		SP:Iteration 95Q (908.640000 sec): 3 clusters
  Score: Raw -2716442.525351 + Penalty 4902.336986 = -2711540.188365
  nChanged 1
		SP:Iteration 96Q (908.690000 sec): 3 clusters
  Score: Raw -2716442.615826 + Penalty 4902.336986 = -2711540.278840
  nChanged 1
		SP:Iteration 97Q (908.750000 sec): 3 clusters
  Score: Raw -2716442.774762 + Penalty 4902.336986 = -2711540.437776
  nChanged 3
		SP:Iteration 98Q (908.810000 sec): 3 clusters
  Score: Raw -2716443.196502 + Penalty 4902.336986 = -2711540.859516
  nChanged 6
		SP:Iteration 99Q (908.860000 sec): 3 clusters
  Score: Raw -2716444.258735 + Penalty 4902.336986 = -2711541.921749
  nChanged 9
		SP:Iteration 100F (908.940000 sec): 3 clusters
  Score: Raw -2716446.092275 + Penalty 4902.336986 = -2711543.755289
  nChanged 8
		SP:Iteration 101Q (909.000000 sec): 3 clusters
  Score: Raw -2716448.127981 + Penalty 4902.336986 = -2711545.790995
  nChanged 8
		SP:Iteration 102Q (909.060000 sec): 3 clusters
  Score: Raw -2716449.459466 + Penalty 4902.336986 = -2711547.122480
  nChanged 8
		SP:Iteration 103Q (909.110000 sec): 3 clusters
  Score: Raw -2716450.566159 + Penalty 4902.336986 = -2711548.229173
  nChanged 3
		SP:Iteration 104Q (909.170000 sec): 3 clusters
  Score: Raw -2716451.106589 + Penalty 4902.336986 = -2711548.769603
  nChanged 2
		SP:Iteration 105Q (909.230000 sec): 3 clusters
  Score: Raw -2716451.579124 + Penalty 4902.336986 = -2711549.242138
  nChanged 5
		SP:Iteration 106Q (909.290000 sec): 3 clusters
  Score: Raw -2716453.035744 + Penalty 4902.336986 = -2711550.698758
  nChanged 4
		SP:Iteration 107Q (909.340000 sec): 3 clusters
  Score: Raw -2716453.856711 + Penalty 4902.336986 = -2711551.519725
  nChanged 2
		SP:Iteration 108Q (909.400000 sec): 3 clusters
  Score: Raw -2716454.043597 + Penalty 4902.336986 = -2711551.706611
  nChanged 2
		SP:Iteration 109Q (909.460000 sec): 3 clusters
  Score: Raw -2716454.296510 + Penalty 4902.336986 = -2711551.959524
  nChanged 2
		SP:Iteration 110Q (909.520000 sec): 3 clusters
  Score: Raw -2716454.716352 + Penalty 4902.336986 = -2711552.379366
  nChanged 4
		SP:Iteration 111Q (909.580000 sec): 3 clusters
  Score: Raw -2716455.583963 + Penalty 4902.336986 = -2711553.246977
  nChanged 6
		SP:Iteration 112Q (909.630000 sec): 3 clusters
  Score: Raw -2716457.529129 + Penalty 4902.336986 = -2711555.192143
  nChanged 7
		SP:Iteration 113Q (909.690000 sec): 3 clusters
  Score: Raw -2716458.916862 + Penalty 4902.336986 = -2711556.579876
  nChanged 3
		SP:Iteration 114Q (909.740000 sec): 3 clusters
  Score: Raw -2716459.225603 + Penalty 4902.336986 = -2711556.888617
  nChanged 2
		SP:Iteration 115Q (909.800000 sec): 3 clusters
  Score: Raw -2716459.442264 + Penalty 4902.336986 = -2711557.105278
  nChanged 5
		SP:Iteration 116Q (909.860000 sec): 3 clusters
  Score: Raw -2716460.149599 + Penalty 4902.336986 = -2711557.812613
  nChanged 3
		SP:Iteration 117Q (909.920000 sec): 3 clusters
  Score: Raw -2716461.087355 + Penalty 4902.336986 = -2711558.750369
  nChanged 3
		SP:Iteration 118Q (909.970000 sec): 3 clusters
  Score: Raw -2716461.887006 + Penalty 4902.336986 = -2711559.550020
  nChanged 3
		SP:Iteration 119Q (910.030000 sec): 3 clusters
  Score: Raw -2716462.564796 + Penalty 4902.336986 = -2711560.227810
  nChanged 5
		SP:Iteration 120F (910.100000 sec): 3 clusters
  Score: Raw -2716463.455966 + Penalty 4902.336986 = -2711561.118980
  nChanged 1
		SP:Iteration 121Q (910.160000 sec): 3 clusters
  Score: Raw -2716463.628339 + Penalty 4902.336986 = -2711561.291353
  nChanged 0
		SP:Iteration 122F (910.230000 sec): 3 clusters
  Score: Raw -2716463.628339 + Penalty 4902.336986 = -2711561.291353
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (9331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (910.260000 sec): 2 clusters
  Score: Raw -1355092.243905 + Penalty 2266.992172 = -1352825.251732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (910.300000 sec): 3 clusters
  Score: Raw -1350159.442178 + Penalty 4533.984345 = -1345625.457833
  nChanged 3832
		SP:Iteration 1F (910.330000 sec): 3 clusters
  Score: Raw -1352777.664612 + Penalty 4533.984345 = -1348243.680267
  nChanged 1001
		SP:Iteration 2F (910.370000 sec): 3 clusters
  Score: Raw -1354248.311300 + Penalty 4533.984345 = -1349714.326955
  nChanged 1154
		SP:Iteration 3F (910.400000 sec): 3 clusters
  Score: Raw -1355858.844229 + Penalty 4533.984345 = -1351324.859884
  nChanged 951
		SP:Iteration 4F (910.440000 sec): 3 clusters
  Score: Raw -1356886.547506 + Penalty 4533.984345 = -1352352.563162
  nChanged 632
		SP:Iteration 5F (910.470000 sec): 3 clusters
  Score: Raw -1357481.816451 + Penalty 4533.984345 = -1352947.832106
  nChanged 353
		SP:Iteration 6Q (910.500000 sec): 3 clusters
  Score: Raw -1357786.003282 + Penalty 4533.984345 = -1353252.018937
  nChanged 217
		SP:Iteration 7Q (910.530000 sec): 3 clusters
  Score: Raw -1357948.087962 + Penalty 4533.984345 = -1353414.103617
  nChanged 137
		SP:Iteration 8Q (910.570000 sec): 3 clusters
  Score: Raw -1358045.438653 + Penalty 4533.984345 = -1353511.454309
  nChanged 93
		SP:Iteration 9Q (910.600000 sec): 3 clusters
  Score: Raw -1358097.350194 + Penalty 4533.984345 = -1353563.365849
  nChanged 61
		SP:Iteration 10Q (910.630000 sec): 3 clusters
  Score: Raw -1358131.459053 + Penalty 4533.984345 = -1353597.474709
  nChanged 55
		SP:Iteration 11Q (910.660000 sec): 3 clusters
  Score: Raw -1358169.849478 + Penalty 4533.984345 = -1353635.865134
  nChanged 51
		SP:Iteration 12Q (910.690000 sec): 3 clusters
  Score: Raw -1358197.003249 + Penalty 4533.984345 = -1353663.018905
  nChanged 38
		SP:Iteration 13Q (910.720000 sec): 3 clusters
  Score: Raw -1358212.619334 + Penalty 4533.984345 = -1353678.634990
  nChanged 30
		SP:Iteration 14Q (910.750000 sec): 3 clusters
  Score: Raw -1358223.083624 + Penalty 4533.984345 = -1353689.099279
  nChanged 18
		SP:Iteration 15Q (910.780000 sec): 3 clusters
  Score: Raw -1358231.113677 + Penalty 4533.984345 = -1353697.129332
  nChanged 24
		SP:Iteration 16Q (910.810000 sec): 3 clusters
  Score: Raw -1358240.299089 + Penalty 4533.984345 = -1353706.314745
  nChanged 22
		SP:Iteration 17Q (910.840000 sec): 3 clusters
  Score: Raw -1358248.443878 + Penalty 4533.984345 = -1353714.459533
  nChanged 19
		SP:Iteration 18Q (910.870000 sec): 3 clusters
  Score: Raw -1358255.105395 + Penalty 4533.984345 = -1353721.121050
  nChanged 13
		SP:Iteration 19Q (910.900000 sec): 3 clusters
  Score: Raw -1358259.047009 + Penalty 4533.984345 = -1353725.062664
  nChanged 14
		SP:Iteration 20F (910.930000 sec): 3 clusters
  Score: Raw -1358262.990222 + Penalty 4533.984345 = -1353729.005877
  nChanged 3
		SP:Iteration 21Q (910.960000 sec): 3 clusters
  Score: Raw -1358264.074870 + Penalty 4533.984345 = -1353730.090525
  nChanged 2
		SP:Iteration 22Q (910.990000 sec): 3 clusters
  Score: Raw -1358264.395768 + Penalty 4533.984345 = -1353730.411423
  nChanged 1
		SP:Iteration 23Q (911.020000 sec): 3 clusters
  Score: Raw -1358264.466657 + Penalty 4533.984345 = -1353730.482312
  nChanged 0
		SP:Iteration 24F (911.050000 sec): 3 clusters
  Score: Raw -1358264.466657 + Penalty 4533.984345 = -1353730.482312
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 24.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (104488 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (911.430000 sec): 2 clusters
  Score: Raw -15631602.948520 + Penalty 2866.093223 = -15628736.855297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (911.830000 sec): 3 clusters
  Score: Raw -15564538.428353 + Penalty 5732.186446 = -15558806.241907
  nChanged 49567
		SP:Iteration 1F (912.220000 sec): 3 clusters
  Score: Raw -15594086.487916 + Penalty 5732.186446 = -15588354.301470
  nChanged 5533
		SP:Iteration 2F (912.620000 sec): 3 clusters
  Score: Raw -15597273.919552 + Penalty 5732.186446 = -15591541.733106
  nChanged 7271
		SP:Iteration 3F (913.030000 sec): 3 clusters
  Score: Raw -15602900.403479 + Penalty 5732.186446 = -15597168.217033
  nChanged 8585
		SP:Iteration 4F (913.430000 sec): 3 clusters
  Score: Raw -15610124.286115 + Penalty 5732.186446 = -15604392.099670
  nChanged 8252
		SP:Iteration 5F (913.820000 sec): 3 clusters
  Score: Raw -15616443.902828 + Penalty 5732.186446 = -15610711.716382
  nChanged 6387
		SP:Iteration 6F (914.220000 sec): 3 clusters
  Score: Raw -15620250.542723 + Penalty 5732.186446 = -15614518.356277
  nChanged 4470
		SP:Iteration 7Q (914.610000 sec): 3 clusters
  Score: Raw -15622307.934486 + Penalty 5732.186446 = -15616575.748041
  nChanged 3118
		SP:Iteration 8Q (915.010000 sec): 3 clusters
  Score: Raw -15623499.306136 + Penalty 5732.186446 = -15617767.119690
  nChanged 2309
		SP:Iteration 9Q (915.400000 sec): 3 clusters
  Score: Raw -15624335.659472 + Penalty 5732.186446 = -15618603.473027
  nChanged 1993
		SP:Iteration 10Q (915.790000 sec): 3 clusters
  Score: Raw -15625099.333163 + Penalty 5732.186446 = -15619367.146718
  nChanged 1968
		SP:Iteration 11Q (916.180000 sec): 3 clusters
  Score: Raw -15625897.308096 + Penalty 5732.186446 = -15620165.121650
  nChanged 1922
		SP:Iteration 12Q (916.560000 sec): 3 clusters
  Score: Raw -15626747.534050 + Penalty 5732.186446 = -15621015.347604
  nChanged 1855
		SP:Iteration 13Q (916.940000 sec): 3 clusters
  Score: Raw -15627637.598618 + Penalty 5732.186446 = -15621905.412172
  nChanged 1670
		SP:Iteration 14Q (917.310000 sec): 3 clusters
  Score: Raw -15628492.233083 + Penalty 5732.186446 = -15622760.046637
  nChanged 1479
		SP:Iteration 15Q (917.680000 sec): 3 clusters
  Score: Raw -15629276.062691 + Penalty 5732.186446 = -15623543.876245
  nChanged 1220
		SP:Iteration 16Q (918.040000 sec): 3 clusters
  Score: Raw -15629970.556937 + Penalty 5732.186446 = -15624238.370491
  nChanged 940
		SP:Iteration 17Q (918.380000 sec): 3 clusters
  Score: Raw -15630529.416518 + Penalty 5732.186446 = -15624797.230073
  nChanged 711
		SP:Iteration 18Q (918.720000 sec): 3 clusters
  Score: Raw -15630959.376454 + Penalty 5732.186446 = -15625227.190008
  nChanged 488
		SP:Iteration 19Q (919.040000 sec): 3 clusters
  Score: Raw -15631274.446396 + Penalty 5732.186446 = -15625542.259951
  nChanged 326
		SP:Iteration 20F (919.440000 sec): 3 clusters
  Score: Raw -15631483.249604 + Penalty 5732.186446 = -15625751.063159
  nChanged 236
		SP:Iteration 21Q (919.740000 sec): 3 clusters
  Score: Raw -15631646.209353 + Penalty 5732.186446 = -15625914.022908
  nChanged 175
		SP:Iteration 22Q (920.040000 sec): 3 clusters
  Score: Raw -15631759.699428 + Penalty 5732.186446 = -15626027.512982
  nChanged 116
		SP:Iteration 23Q (920.340000 sec): 3 clusters
  Score: Raw -15631835.441626 + Penalty 5732.186446 = -15626103.255180
  nChanged 84
		SP:Iteration 24Q (920.640000 sec): 3 clusters
  Score: Raw -15631893.653472 + Penalty 5732.186446 = -15626161.467026
  nChanged 55
		SP:Iteration 25Q (920.930000 sec): 3 clusters
  Score: Raw -15631931.435669 + Penalty 5732.186446 = -15626199.249223
  nChanged 44
		SP:Iteration 26Q (921.220000 sec): 3 clusters
  Score: Raw -15631962.576373 + Penalty 5732.186446 = -15626230.389928
  nChanged 33
		SP:Iteration 27Q (921.510000 sec): 3 clusters
  Score: Raw -15631983.334418 + Penalty 5732.186446 = -15626251.147972
  nChanged 26
		SP:Iteration 28Q (921.800000 sec): 3 clusters
  Score: Raw -15631999.515597 + Penalty 5732.186446 = -15626267.329151
  nChanged 22
		SP:Iteration 29Q (922.090000 sec): 3 clusters
  Score: Raw -15632012.616163 + Penalty 5732.186446 = -15626280.429718
  nChanged 16
		SP:Iteration 30Q (922.380000 sec): 3 clusters
  Score: Raw -15632022.947481 + Penalty 5732.186446 = -15626290.761035
  nChanged 17
		SP:Iteration 31Q (922.660000 sec): 3 clusters
  Score: Raw -15632033.189105 + Penalty 5732.186446 = -15626301.002659
  nChanged 13
		SP:Iteration 32Q (922.950000 sec): 3 clusters
  Score: Raw -15632041.337058 + Penalty 5732.186446 = -15626309.150613
  nChanged 15
		SP:Iteration 33Q (923.240000 sec): 3 clusters
  Score: Raw -15632050.314391 + Penalty 5732.186446 = -15626318.127946
  nChanged 13
		SP:Iteration 34Q (923.530000 sec): 3 clusters
  Score: Raw -15632057.234343 + Penalty 5732.186446 = -15626325.047898
  nChanged 10
		SP:Iteration 35Q (923.820000 sec): 3 clusters
  Score: Raw -15632063.547285 + Penalty 5732.186446 = -15626331.360839
  nChanged 12
		SP:Iteration 36Q (924.100000 sec): 3 clusters
  Score: Raw -15632068.771646 + Penalty 5732.186446 = -15626336.585200
  nChanged 6
		SP:Iteration 37Q (924.390000 sec): 3 clusters
  Score: Raw -15632073.206029 + Penalty 5732.186446 = -15626341.019584
  nChanged 9
		SP:Iteration 38Q (924.680000 sec): 3 clusters
  Score: Raw -15632078.432936 + Penalty 5732.186446 = -15626346.246490
  nChanged 3
		SP:Iteration 39Q (924.960000 sec): 3 clusters
  Score: Raw -15632081.078504 + Penalty 5732.186446 = -15626348.892058
  nChanged 4
		SP:Iteration 40F (925.350000 sec): 3 clusters
  Score: Raw -15632083.148245 + Penalty 5732.186446 = -15626350.961799
  nChanged 3
		SP:Iteration 41Q (925.640000 sec): 3 clusters
  Score: Raw -15632084.683448 + Penalty 5732.186446 = -15626352.497002
  nChanged 2
		SP:Iteration 42Q (925.930000 sec): 3 clusters
  Score: Raw -15632085.471744 + Penalty 5732.186446 = -15626353.285298
  nChanged 1
		SP:Iteration 43Q (926.210000 sec): 3 clusters
  Score: Raw -15632085.814877 + Penalty 5732.186446 = -15626353.628432
  nChanged 2
		SP:Iteration 44Q (926.500000 sec): 3 clusters
  Score: Raw -15632087.275273 + Penalty 5732.186446 = -15626355.088827
  nChanged 4
		SP:Iteration 45Q (926.790000 sec): 3 clusters
  Score: Raw -15632089.425630 + Penalty 5732.186446 = -15626357.239184
  nChanged 2
		SP:Iteration 46Q (927.080000 sec): 3 clusters
  Score: Raw -15632090.812451 + Penalty 5732.186446 = -15626358.626005
  nChanged 3
		SP:Iteration 47Q (927.360000 sec): 3 clusters
  Score: Raw -15632092.437122 + Penalty 5732.186446 = -15626360.250677
  nChanged 2
		SP:Iteration 48Q (927.650000 sec): 3 clusters
  Score: Raw -15632093.843095 + Penalty 5732.186446 = -15626361.656650
  nChanged 1
		SP:Iteration 49Q (927.930000 sec): 3 clusters
  Score: Raw -15632094.433782 + Penalty 5732.186446 = -15626362.247337
  nChanged 0
		SP:Iteration 50F (928.320000 sec): 3 clusters
  Score: Raw -15632094.433782 + Penalty 5732.186446 = -15626362.247337
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (587 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (928.380000 sec): 2 clusters
  Score: Raw -61215.499427 + Penalty 1581.006155 = -59634.493272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (928.380000 sec): 3 clusters
  Score: Raw -61414.426079 + Penalty 3162.012311 = -58252.413768
  nChanged 183
		SP:Iteration 1F (928.380000 sec): 3 clusters
  Score: Raw -62096.967958 + Penalty 3162.012311 = -58934.955648
  nChanged 62
		SP:Iteration 2F (928.380000 sec): 3 clusters
  Score: Raw -62560.309847 + Penalty 3162.012311 = -59398.297537
  nChanged 67
		SP:Iteration 3F (928.380000 sec): 3 clusters
  Score: Raw -63103.645095 + Penalty 3162.012311 = -59941.632785
  nChanged 55
		SP:Iteration 4F (928.390000 sec): 3 clusters
  Score: Raw -63525.927286 + Penalty 3162.012311 = -60363.914976
  nChanged 23
		SP:Iteration 5Q (928.390000 sec): 3 clusters
  Score: Raw -63695.811519 + Penalty 3162.012311 = -60533.799208
  nChanged 12
		SP:Iteration 6Q (928.390000 sec): 3 clusters
  Score: Raw -63838.733928 + Penalty 3162.012311 = -60676.721617
  nChanged 5
		SP:Iteration 7Q (928.390000 sec): 3 clusters
  Score: Raw -63909.059393 + Penalty 3162.012311 = -60747.047082
  nChanged 5
		SP:Iteration 8Q (928.390000 sec): 3 clusters
  Score: Raw -63977.635864 + Penalty 3162.012311 = -60815.623553
  nChanged 3
		SP:Iteration 9Q (928.400000 sec): 3 clusters
  Score: Raw -63986.725638 + Penalty 3162.012311 = -60824.713328
  nChanged 0
		SP:Iteration 10F (928.400000 sec): 3 clusters
  Score: Raw -63986.725638 + Penalty 3162.012311 = -60824.713328
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 25.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (243364 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (929.260000 sec): 2 clusters
  Score: Raw -36143534.836663 + Penalty 3075.773759 = -36140459.062904
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (930.220000 sec): 3 clusters
  Score: Raw -35983067.815606 + Penalty 6151.547518 = -35976916.268088
  nChanged 117452
		SP:Iteration 1F (931.220000 sec): 3 clusters
  Score: Raw -36051707.574535 + Penalty 6151.547518 = -36045556.027017
  nChanged 6397
		SP:Iteration 2Q (932.210000 sec): 3 clusters
  Score: Raw -36053038.962843 + Penalty 6151.547518 = -36046887.415325
  nChanged 7368
		SP:Iteration 3Q (933.220000 sec): 3 clusters
  Score: Raw -36054982.707671 + Penalty 6151.547518 = -36048831.160153
  nChanged 9176
		SP:Iteration 4Q (934.220000 sec): 3 clusters
  Score: Raw -36058316.326905 + Penalty 6151.547518 = -36052164.779387
  nChanged 12412
		SP:Iteration 5F (935.220000 sec): 3 clusters
  Score: Raw -36064519.759187 + Penalty 6151.547518 = -36058368.211669
  nChanged 16943
		SP:Iteration 6F (936.200000 sec): 3 clusters
  Score: Raw -36075929.893117 + Penalty 6151.547518 = -36069778.345599
  nChanged 21602
		SP:Iteration 7F (937.170000 sec): 3 clusters
  Score: Raw -36094450.733716 + Penalty 6151.547518 = -36088299.186198
  nChanged 22601
		SP:Iteration 8F (938.130000 sec): 3 clusters
  Score: Raw -36116724.595520 + Penalty 6151.547518 = -36110573.048002
  nChanged 16751
		SP:Iteration 9F (939.100000 sec): 3 clusters
  Score: Raw -36133651.831169 + Penalty 6151.547518 = -36127500.283651
  nChanged 7880
		SP:Iteration 10Q (940.040000 sec): 3 clusters
  Score: Raw -36141206.556960 + Penalty 6151.547518 = -36135055.009442
  nChanged 2592
		SP:Iteration 11Q (940.860000 sec): 3 clusters
  Score: Raw -36143658.213426 + Penalty 6151.547518 = -36137506.665908
  nChanged 779
		SP:Iteration 12Q (941.620000 sec): 3 clusters
  Score: Raw -36144463.098298 + Penalty 6151.547518 = -36138311.550780
  nChanged 326
		SP:Iteration 13Q (942.340000 sec): 3 clusters
  Score: Raw -36144790.133205 + Penalty 6151.547518 = -36138638.585687
  nChanged 170
		SP:Iteration 14Q (943.070000 sec): 3 clusters
  Score: Raw -36144926.477226 + Penalty 6151.547518 = -36138774.929708
  nChanged 111
		SP:Iteration 15Q (943.800000 sec): 3 clusters
  Score: Raw -36144999.214534 + Penalty 6151.547518 = -36138847.667016
  nChanged 75
		SP:Iteration 16Q (944.500000 sec): 3 clusters
  Score: Raw -36145043.237935 + Penalty 6151.547518 = -36138891.690418
  nChanged 47
		SP:Iteration 17Q (945.190000 sec): 3 clusters
  Score: Raw -36145065.317433 + Penalty 6151.547518 = -36138913.769915
  nChanged 24
		SP:Iteration 18Q (945.880000 sec): 3 clusters
  Score: Raw -36145077.599157 + Penalty 6151.547518 = -36138926.051639
  nChanged 26
		SP:Iteration 19Q (946.560000 sec): 3 clusters
  Score: Raw -36145089.975562 + Penalty 6151.547518 = -36138938.428044
  nChanged 23
		SP:Iteration 20F (947.530000 sec): 3 clusters
  Score: Raw -36145098.626407 + Penalty 6151.547518 = -36138947.078889
  nChanged 16
		SP:Iteration 21Q (948.260000 sec): 3 clusters
  Score: Raw -36145105.310572 + Penalty 6151.547518 = -36138953.763054
  nChanged 18
		SP:Iteration 22Q (948.950000 sec): 3 clusters
  Score: Raw -36145112.942178 + Penalty 6151.547518 = -36138961.394660
  nChanged 14
		SP:Iteration 23Q (949.650000 sec): 3 clusters
  Score: Raw -36145118.488745 + Penalty 6151.547518 = -36138966.941227
  nChanged 10
		SP:Iteration 24Q (950.340000 sec): 3 clusters
  Score: Raw -36145121.428643 + Penalty 6151.547518 = -36138969.881125
  nChanged 5
		SP:Iteration 25Q (951.050000 sec): 3 clusters
  Score: Raw -36145122.750527 + Penalty 6151.547518 = -36138971.203009
  nChanged 5
		SP:Iteration 26Q (951.770000 sec): 3 clusters
  Score: Raw -36145125.388191 + Penalty 6151.547518 = -36138973.840674
  nChanged 8
		SP:Iteration 27Q (952.480000 sec): 3 clusters
  Score: Raw -36145128.457131 + Penalty 6151.547518 = -36138976.909613
  nChanged 10
		SP:Iteration 28Q (953.170000 sec): 3 clusters
  Score: Raw -36145131.662895 + Penalty 6151.547518 = -36138980.115377
  nChanged 5
		SP:Iteration 29Q (953.850000 sec): 3 clusters
  Score: Raw -36145133.999365 + Penalty 6151.547518 = -36138982.451847
  nChanged 1
		SP:Iteration 30Q (954.530000 sec): 3 clusters
  Score: Raw -36145134.381277 + Penalty 6151.547518 = -36138982.833759
  nChanged 2
		SP:Iteration 31Q (955.210000 sec): 3 clusters
  Score: Raw -36145135.242718 + Penalty 6151.547518 = -36138983.695201
  nChanged 5
		SP:Iteration 32Q (955.910000 sec): 3 clusters
  Score: Raw -36145136.635026 + Penalty 6151.547518 = -36138985.087508
  nChanged 4
		SP:Iteration 33Q (956.630000 sec): 3 clusters
  Score: Raw -36145137.618392 + Penalty 6151.547518 = -36138986.070874
  nChanged 2
		SP:Iteration 34Q (957.320000 sec): 3 clusters
  Score: Raw -36145137.939193 + Penalty 6151.547518 = -36138986.391675
  nChanged 0
		SP:Iteration 35F (958.280000 sec): 3 clusters
  Score: Raw -36145137.939193 + Penalty 6151.547518 = -36138986.391675
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (1156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (958.400000 sec): 2 clusters
  Score: Raw -146941.558592 + Penalty 1749.074820 = -145192.483772
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (958.410000 sec): 3 clusters
  Score: Raw -146750.006823 + Penalty 3498.149640 = -143251.857183
  nChanged 348
		SP:Iteration 1F (958.410000 sec): 3 clusters
  Score: Raw -147399.421136 + Penalty 3498.149640 = -143901.271496
  nChanged 111
		SP:Iteration 2F (958.420000 sec): 3 clusters
  Score: Raw -147716.184333 + Penalty 3498.149640 = -144218.034693
  nChanged 69
		SP:Iteration 3F (958.420000 sec): 3 clusters
  Score: Raw -147885.342299 + Penalty 3498.149640 = -144387.192658
  nChanged 57
		SP:Iteration 4Q (958.430000 sec): 3 clusters
  Score: Raw -148026.793479 + Penalty 3498.149640 = -144528.643838
  nChanged 45
		SP:Iteration 5Q (958.430000 sec): 3 clusters
  Score: Raw -148171.443166 + Penalty 3498.149640 = -144673.293526
  nChanged 40
		SP:Iteration 6Q (958.440000 sec): 3 clusters
  Score: Raw -148279.834991 + Penalty 3498.149640 = -144781.685351
  nChanged 37
		SP:Iteration 7Q (958.440000 sec): 3 clusters
  Score: Raw -148365.559299 + Penalty 3498.149640 = -144867.409659
  nChanged 25
		SP:Iteration 8Q (958.440000 sec): 3 clusters
  Score: Raw -148429.564502 + Penalty 3498.149640 = -144931.414862
  nChanged 16
		SP:Iteration 9Q (958.450000 sec): 3 clusters
  Score: Raw -148464.496657 + Penalty 3498.149640 = -144966.347017
  nChanged 16
		SP:Iteration 10Q (958.450000 sec): 3 clusters
  Score: Raw -148488.065433 + Penalty 3498.149640 = -144989.915793
  nChanged 11
		SP:Iteration 11Q (958.460000 sec): 3 clusters
  Score: Raw -148502.190777 + Penalty 3498.149640 = -145004.041137
  nChanged 7
		SP:Iteration 12Q (958.460000 sec): 3 clusters
  Score: Raw -148509.851376 + Penalty 3498.149640 = -145011.701736
  nChanged 6
		SP:Iteration 13Q (958.460000 sec): 3 clusters
  Score: Raw -148514.207332 + Penalty 3498.149640 = -145016.057692
  nChanged 1
		SP:Iteration 14Q (958.470000 sec): 3 clusters
  Score: Raw -148514.785371 + Penalty 3498.149640 = -145016.635730
  nChanged 1
		SP:Iteration 15Q (958.470000 sec): 3 clusters
  Score: Raw -148515.339381 + Penalty 3498.149640 = -145017.189741
  nChanged 0
		SP:Iteration 16F (958.480000 sec): 3 clusters
  Score: Raw -148515.339381 + Penalty 3498.149640 = -145017.189741
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (15927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (958.540000 sec): 2 clusters
  Score: Raw -2262600.515525 + Penalty 2399.591223 = -2260200.924302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (958.600000 sec): 3 clusters
  Score: Raw -2253608.579203 + Penalty 4799.182446 = -2248809.396757
  nChanged 6910
		SP:Iteration 1F (958.660000 sec): 3 clusters
  Score: Raw -2257275.239027 + Penalty 4799.182446 = -2252476.056581
  nChanged 954
		SP:Iteration 2F (958.720000 sec): 3 clusters
  Score: Raw -2257731.002479 + Penalty 4799.182446 = -2252931.820032
  nChanged 864
		SP:Iteration 3F (958.790000 sec): 3 clusters
  Score: Raw -2258157.565900 + Penalty 4799.182446 = -2253358.383454
  nChanged 831
		SP:Iteration 4F (958.850000 sec): 3 clusters
  Score: Raw -2258580.317826 + Penalty 4799.182446 = -2253781.135380
  nChanged 763
		SP:Iteration 5Q (958.910000 sec): 3 clusters
  Score: Raw -2258962.434981 + Penalty 4799.182446 = -2254163.252535
  nChanged 743
		SP:Iteration 6Q (958.980000 sec): 3 clusters
  Score: Raw -2259343.506973 + Penalty 4799.182446 = -2254544.324527
  nChanged 713
		SP:Iteration 7Q (959.040000 sec): 3 clusters
  Score: Raw -2259731.232729 + Penalty 4799.182446 = -2254932.050282
  nChanged 678
		SP:Iteration 8Q (959.100000 sec): 3 clusters
  Score: Raw -2260160.009198 + Penalty 4799.182446 = -2255360.826751
  nChanged 659
		SP:Iteration 9Q (959.160000 sec): 3 clusters
  Score: Raw -2260641.388234 + Penalty 4799.182446 = -2255842.205788
  nChanged 646
		SP:Iteration 10Q (959.220000 sec): 3 clusters
  Score: Raw -2261138.204390 + Penalty 4799.182446 = -2256339.021944
  nChanged 569
		SP:Iteration 11Q (959.280000 sec): 3 clusters
  Score: Raw -2261532.094522 + Penalty 4799.182446 = -2256732.912075
  nChanged 456
		SP:Iteration 12Q (959.330000 sec): 3 clusters
  Score: Raw -2261799.574065 + Penalty 4799.182446 = -2257000.391619
  nChanged 337
		SP:Iteration 13Q (959.380000 sec): 3 clusters
  Score: Raw -2261943.683389 + Penalty 4799.182446 = -2257144.500943
  nChanged 240
		SP:Iteration 14Q (959.440000 sec): 3 clusters
  Score: Raw -2262036.475397 + Penalty 4799.182446 = -2257237.292950
  nChanged 184
		SP:Iteration 15Q (959.490000 sec): 3 clusters
  Score: Raw -2262104.719855 + Penalty 4799.182446 = -2257305.537409
  nChanged 141
		SP:Iteration 16Q (959.540000 sec): 3 clusters
  Score: Raw -2262152.470699 + Penalty 4799.182446 = -2257353.288253
  nChanged 139
		SP:Iteration 17Q (959.600000 sec): 3 clusters
  Score: Raw -2262200.372121 + Penalty 4799.182446 = -2257401.189675
  nChanged 112
		SP:Iteration 18Q (959.650000 sec): 3 clusters
  Score: Raw -2262238.511980 + Penalty 4799.182446 = -2257439.329533
  nChanged 113
		SP:Iteration 19Q (959.700000 sec): 3 clusters
  Score: Raw -2262278.668628 + Penalty 4799.182446 = -2257479.486181
  nChanged 110
		SP:Iteration 20F (959.760000 sec): 3 clusters
  Score: Raw -2262310.242510 + Penalty 4799.182446 = -2257511.060064
  nChanged 100
		SP:Iteration 21Q (959.810000 sec): 3 clusters
  Score: Raw -2262344.394075 + Penalty 4799.182446 = -2257545.211629
  nChanged 83
		SP:Iteration 22Q (959.860000 sec): 3 clusters
  Score: Raw -2262369.844995 + Penalty 4799.182446 = -2257570.662548
  nChanged 77
		SP:Iteration 23Q (959.910000 sec): 3 clusters
  Score: Raw -2262392.940625 + Penalty 4799.182446 = -2257593.758179
  nChanged 71
		SP:Iteration 24Q (959.960000 sec): 3 clusters
  Score: Raw -2262414.185889 + Penalty 4799.182446 = -2257615.003443
  nChanged 77
		SP:Iteration 25Q (960.010000 sec): 3 clusters
  Score: Raw -2262439.887089 + Penalty 4799.182446 = -2257640.704643
  nChanged 68
		SP:Iteration 26Q (960.060000 sec): 3 clusters
  Score: Raw -2262462.827796 + Penalty 4799.182446 = -2257663.645350
  nChanged 66
		SP:Iteration 27Q (960.110000 sec): 3 clusters
  Score: Raw -2262483.560441 + Penalty 4799.182446 = -2257684.377995
  nChanged 76
		SP:Iteration 28Q (960.160000 sec): 3 clusters
  Score: Raw -2262506.191214 + Penalty 4799.182446 = -2257707.008768
  nChanged 60
		SP:Iteration 29Q (960.200000 sec): 3 clusters
  Score: Raw -2262521.967642 + Penalty 4799.182446 = -2257722.785196
  nChanged 55
		SP:Iteration 30Q (960.250000 sec): 3 clusters
  Score: Raw -2262536.926149 + Penalty 4799.182446 = -2257737.743703
  nChanged 50
		SP:Iteration 31Q (960.300000 sec): 3 clusters
  Score: Raw -2262551.884236 + Penalty 4799.182446 = -2257752.701789
  nChanged 40
		SP:Iteration 32Q (960.350000 sec): 3 clusters
  Score: Raw -2262561.473764 + Penalty 4799.182446 = -2257762.291318
  nChanged 41
		SP:Iteration 33Q (960.400000 sec): 3 clusters
  Score: Raw -2262571.935690 + Penalty 4799.182446 = -2257772.753243
  nChanged 45
		SP:Iteration 34Q (960.450000 sec): 3 clusters
  Score: Raw -2262581.575075 + Penalty 4799.182446 = -2257782.392628
  nChanged 37
		SP:Iteration 35Q (960.500000 sec): 3 clusters
  Score: Raw -2262590.163388 + Penalty 4799.182446 = -2257790.980941
  nChanged 39
		SP:Iteration 36Q (960.540000 sec): 3 clusters
  Score: Raw -2262600.379113 + Penalty 4799.182446 = -2257801.196666
  nChanged 34
		SP:Iteration 37Q (960.600000 sec): 3 clusters
  Score: Raw -2262608.937398 + Penalty 4799.182446 = -2257809.754952
  nChanged 30
		SP:Iteration 38Q (960.640000 sec): 3 clusters
  Score: Raw -2262614.258369 + Penalty 4799.182446 = -2257815.075923
  nChanged 20
		SP:Iteration 39Q (960.690000 sec): 3 clusters
  Score: Raw -2262617.269586 + Penalty 4799.182446 = -2257818.087139
  nChanged 17
		SP:Iteration 40F (960.750000 sec): 3 clusters
  Score: Raw -2262620.327834 + Penalty 4799.182446 = -2257821.145388
  nChanged 15
		SP:Iteration 41Q (960.800000 sec): 3 clusters
  Score: Raw -2262623.088861 + Penalty 4799.182446 = -2257823.906414
  nChanged 15
		SP:Iteration 42Q (960.840000 sec): 3 clusters
  Score: Raw -2262624.938936 + Penalty 4799.182446 = -2257825.756490
  nChanged 8
		SP:Iteration 43Q (960.890000 sec): 3 clusters
  Score: Raw -2262626.532876 + Penalty 4799.182446 = -2257827.350429
  nChanged 12
		SP:Iteration 44Q (960.940000 sec): 3 clusters
  Score: Raw -2262628.244601 + Penalty 4799.182446 = -2257829.062155
  nChanged 9
		SP:Iteration 45Q (960.990000 sec): 3 clusters
  Score: Raw -2262630.274092 + Penalty 4799.182446 = -2257831.091645
  nChanged 17
		SP:Iteration 46Q (961.040000 sec): 3 clusters
  Score: Raw -2262634.559254 + Penalty 4799.182446 = -2257835.376807
  nChanged 25
		SP:Iteration 47Q (961.080000 sec): 3 clusters
  Score: Raw -2262640.460856 + Penalty 4799.182446 = -2257841.278410
  nChanged 33
		SP:Iteration 48Q (961.130000 sec): 3 clusters
  Score: Raw -2262647.783150 + Penalty 4799.182446 = -2257848.600704
  nChanged 28
		SP:Iteration 49Q (961.180000 sec): 3 clusters
  Score: Raw -2262654.485709 + Penalty 4799.182446 = -2257855.303262
  nChanged 27
		SP:Iteration 50Q (961.230000 sec): 3 clusters
  Score: Raw -2262660.038374 + Penalty 4799.182446 = -2257860.855928
  nChanged 26
		SP:Iteration 51Q (961.280000 sec): 3 clusters
  Score: Raw -2262665.547215 + Penalty 4799.182446 = -2257866.364769
  nChanged 23
		SP:Iteration 52Q (961.320000 sec): 3 clusters
  Score: Raw -2262670.625592 + Penalty 4799.182446 = -2257871.443145
  nChanged 20
		SP:Iteration 53Q (961.370000 sec): 3 clusters
  Score: Raw -2262675.933680 + Penalty 4799.182446 = -2257876.751234
  nChanged 27
		SP:Iteration 54Q (961.420000 sec): 3 clusters
  Score: Raw -2262682.873799 + Penalty 4799.182446 = -2257883.691352
  nChanged 24
		SP:Iteration 55Q (961.470000 sec): 3 clusters
  Score: Raw -2262689.206810 + Penalty 4799.182446 = -2257890.024363
  nChanged 23
		SP:Iteration 56Q (961.510000 sec): 3 clusters
  Score: Raw -2262694.384289 + Penalty 4799.182446 = -2257895.201842
  nChanged 21
		SP:Iteration 57Q (961.560000 sec): 3 clusters
  Score: Raw -2262699.703868 + Penalty 4799.182446 = -2257900.521421
  nChanged 28
		SP:Iteration 58Q (961.610000 sec): 3 clusters
  Score: Raw -2262706.228364 + Penalty 4799.182446 = -2257907.045918
  nChanged 34
		SP:Iteration 59Q (961.660000 sec): 3 clusters
  Score: Raw -2262714.984397 + Penalty 4799.182446 = -2257915.801951
  nChanged 30
		SP:Iteration 60F (961.710000 sec): 3 clusters
  Score: Raw -2262722.619574 + Penalty 4799.182446 = -2257923.437127
  nChanged 32
		SP:Iteration 61Q (961.760000 sec): 3 clusters
  Score: Raw -2262730.895538 + Penalty 4799.182446 = -2257931.713091
  nChanged 29
		SP:Iteration 62Q (961.810000 sec): 3 clusters
  Score: Raw -2262738.494745 + Penalty 4799.182446 = -2257939.312298
  nChanged 28
		SP:Iteration 63Q (961.850000 sec): 3 clusters
  Score: Raw -2262744.440469 + Penalty 4799.182446 = -2257945.258022
  nChanged 18
		SP:Iteration 64Q (961.900000 sec): 3 clusters
  Score: Raw -2262747.399957 + Penalty 4799.182446 = -2257948.217511
  nChanged 16
		SP:Iteration 65Q (961.950000 sec): 3 clusters
  Score: Raw -2262750.816737 + Penalty 4799.182446 = -2257951.634291
  nChanged 17
		SP:Iteration 66Q (961.990000 sec): 3 clusters
  Score: Raw -2262754.574864 + Penalty 4799.182446 = -2257955.392417
  nChanged 23
		SP:Iteration 67Q (962.040000 sec): 3 clusters
  Score: Raw -2262759.609775 + Penalty 4799.182446 = -2257960.427329
  nChanged 18
		SP:Iteration 68Q (962.090000 sec): 3 clusters
  Score: Raw -2262763.932460 + Penalty 4799.182446 = -2257964.750014
  nChanged 15
		SP:Iteration 69Q (962.130000 sec): 3 clusters
  Score: Raw -2262767.757796 + Penalty 4799.182446 = -2257968.575350
  nChanged 21
		SP:Iteration 70Q (962.180000 sec): 3 clusters
  Score: Raw -2262773.300632 + Penalty 4799.182446 = -2257974.118186
  nChanged 21
		SP:Iteration 71Q (962.220000 sec): 3 clusters
  Score: Raw -2262778.882213 + Penalty 4799.182446 = -2257979.699766
  nChanged 17
		SP:Iteration 72Q (962.270000 sec): 3 clusters
  Score: Raw -2262782.315973 + Penalty 4799.182446 = -2257983.133526
  nChanged 10
		SP:Iteration 73Q (962.320000 sec): 3 clusters
  Score: Raw -2262784.817729 + Penalty 4799.182446 = -2257985.635283
  nChanged 9
		SP:Iteration 74Q (962.360000 sec): 3 clusters
  Score: Raw -2262786.849712 + Penalty 4799.182446 = -2257987.667265
  nChanged 6
		SP:Iteration 75Q (962.410000 sec): 3 clusters
  Score: Raw -2262787.876969 + Penalty 4799.182446 = -2257988.694523
  nChanged 3
		SP:Iteration 76Q (962.460000 sec): 3 clusters
  Score: Raw -2262788.362352 + Penalty 4799.182446 = -2257989.179906
  nChanged 2
		SP:Iteration 77Q (962.500000 sec): 3 clusters
  Score: Raw -2262788.716616 + Penalty 4799.182446 = -2257989.534169
  nChanged 3
		SP:Iteration 78Q (962.550000 sec): 3 clusters
  Score: Raw -2262789.138699 + Penalty 4799.182446 = -2257989.956253
  nChanged 2
		SP:Iteration 79Q (962.600000 sec): 3 clusters
  Score: Raw -2262789.409559 + Penalty 4799.182446 = -2257990.227113
  nChanged 3
		SP:Iteration 80F (962.650000 sec): 3 clusters
  Score: Raw -2262790.156565 + Penalty 4799.182446 = -2257990.974118
  nChanged 2
		SP:Iteration 81Q (962.700000 sec): 3 clusters
  Score: Raw -2262790.541206 + Penalty 4799.182446 = -2257991.358760
  nChanged 0
		SP:Iteration 82F (962.760000 sec): 3 clusters
  Score: Raw -2262790.541206 + Penalty 4799.182446 = -2257991.358760
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (1314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (962.770000 sec): 2 clusters
  Score: Raw -167067.661982 + Penalty 1780.846137 = -165286.815845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (962.770000 sec): 3 clusters
  Score: Raw -166793.261966 + Penalty 3561.692275 = -163231.569691
  nChanged 391
		SP:Iteration 1F (962.780000 sec): 3 clusters
  Score: Raw -168063.871671 + Penalty 3561.692275 = -164502.179396
  nChanged 204
		SP:Iteration 2F (962.780000 sec): 3 clusters
  Score: Raw -169078.942753 + Penalty 3561.692275 = -165517.250478
  nChanged 185
		SP:Iteration 3F (962.790000 sec): 3 clusters
  Score: Raw -170243.260823 + Penalty 3561.692275 = -166681.568548
  nChanged 108
		SP:Iteration 4F (962.790000 sec): 3 clusters
  Score: Raw -171392.136797 + Penalty 3561.692275 = -167830.444522
  nChanged 29
		SP:Iteration 5Q (962.800000 sec): 3 clusters
  Score: Raw -171724.425357 + Penalty 3561.692275 = -168162.733082
  nChanged 27
		SP:Iteration 6Q (962.800000 sec): 3 clusters
  Score: Raw -172213.183328 + Penalty 3561.692275 = -168651.491053
  nChanged 28
		SP:Iteration 7Q (962.800000 sec): 3 clusters
  Score: Raw -172910.455578 + Penalty 3561.692275 = -169348.763303
  nChanged 10
		SP:Iteration 8Q (962.810000 sec): 3 clusters
  Score: Raw -173476.964905 + Penalty 3561.692275 = -169915.272630
  nChanged 0
		SP:Iteration 9F (962.810000 sec): 3 clusters
  Score: Raw -173476.964905 + Penalty 3561.692275 = -169915.272630
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 26.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2035 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (962.820000 sec): 2 clusters
  Score: Raw -282335.777935 + Penalty 1889.326272 = -280446.451663
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (962.830000 sec): 3 clusters
  Score: Raw -281690.148827 + Penalty 3778.652545 = -277911.496283
  nChanged 695
		SP:Iteration 1F (962.840000 sec): 3 clusters
  Score: Raw -282539.379718 + Penalty 3778.652545 = -278760.727173
  nChanged 229
		SP:Iteration 2F (962.840000 sec): 3 clusters
  Score: Raw -282872.281043 + Penalty 3778.652545 = -279093.628498
  nChanged 131
		SP:Iteration 3F (962.850000 sec): 3 clusters
  Score: Raw -283044.910267 + Penalty 3778.652545 = -279266.257722
  nChanged 81
		SP:Iteration 4Q (962.860000 sec): 3 clusters
  Score: Raw -283121.602877 + Penalty 3778.652545 = -279342.950333
  nChanged 56
		SP:Iteration 5Q (962.870000 sec): 3 clusters
  Score: Raw -283177.981585 + Penalty 3778.652545 = -279399.329040
  nChanged 35
		SP:Iteration 6Q (962.870000 sec): 3 clusters
  Score: Raw -283216.291394 + Penalty 3778.652545 = -279437.638849
  nChanged 30
		SP:Iteration 7Q (962.880000 sec): 3 clusters
  Score: Raw -283260.261030 + Penalty 3778.652545 = -279481.608485
  nChanged 23
		SP:Iteration 8Q (962.890000 sec): 3 clusters
  Score: Raw -283305.451615 + Penalty 3778.652545 = -279526.799071
  nChanged 31
		SP:Iteration 9Q (962.900000 sec): 3 clusters
  Score: Raw -283333.664893 + Penalty 3778.652545 = -279555.012348
  nChanged 31
		SP:Iteration 10Q (962.900000 sec): 3 clusters
  Score: Raw -283350.781165 + Penalty 3778.652545 = -279572.128621
  nChanged 19
		SP:Iteration 11Q (962.910000 sec): 3 clusters
  Score: Raw -283362.325547 + Penalty 3778.652545 = -279583.673003
  nChanged 11
		SP:Iteration 12Q (962.920000 sec): 3 clusters
  Score: Raw -283366.566271 + Penalty 3778.652545 = -279587.913727
  nChanged 4
		SP:Iteration 13Q (962.920000 sec): 3 clusters
  Score: Raw -283369.146741 + Penalty 3778.652545 = -279590.494197
  nChanged 5
		SP:Iteration 14Q (962.930000 sec): 3 clusters
  Score: Raw -283372.686649 + Penalty 3778.652545 = -279594.034104
  nChanged 5
		SP:Iteration 15Q (962.940000 sec): 3 clusters
  Score: Raw -283376.579951 + Penalty 3778.652545 = -279597.927407
  nChanged 3
		SP:Iteration 16Q (962.940000 sec): 3 clusters
  Score: Raw -283377.823977 + Penalty 3778.652545 = -279599.171433
  nChanged 3
		SP:Iteration 17Q (962.950000 sec): 3 clusters
  Score: Raw -283378.950814 + Penalty 3778.652545 = -279600.298270
  nChanged 0
		SP:Iteration 18F (962.960000 sec): 3 clusters
  Score: Raw -283378.950814 + Penalty 3778.652545 = -279600.298270
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (30744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (963.070000 sec): 2 clusters
  Score: Raw -4327227.753279 + Penalty 2562.695633 = -4324665.057647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (963.180000 sec): 3 clusters
  Score: Raw -4308839.161146 + Penalty 5125.391266 = -4303713.769880
  nChanged 13837
		SP:Iteration 1F (963.300000 sec): 3 clusters
  Score: Raw -4316792.448256 + Penalty 5125.391266 = -4311667.056990
  nChanged 1727
		SP:Iteration 2F (963.410000 sec): 3 clusters
  Score: Raw -4317573.429672 + Penalty 5125.391266 = -4312448.038407
  nChanged 1651
		SP:Iteration 3F (963.530000 sec): 3 clusters
  Score: Raw -4318337.317019 + Penalty 5125.391266 = -4313211.925753
  nChanged 1676
		SP:Iteration 4F (963.640000 sec): 3 clusters
  Score: Raw -4319195.654404 + Penalty 5125.391266 = -4314070.263139
  nChanged 1755
		SP:Iteration 5F (963.770000 sec): 3 clusters
  Score: Raw -4320142.582243 + Penalty 5125.391266 = -4315017.190977
  nChanged 1654
		SP:Iteration 6F (963.880000 sec): 3 clusters
  Score: Raw -4321013.537032 + Penalty 5125.391266 = -4315888.145766
  nChanged 1517
		SP:Iteration 7Q (963.990000 sec): 3 clusters
  Score: Raw -4321862.656141 + Penalty 5125.391266 = -4316737.264875
  nChanged 1433
		SP:Iteration 8Q (964.110000 sec): 3 clusters
  Score: Raw -4322732.938248 + Penalty 5125.391266 = -4317607.546982
  nChanged 1324
		SP:Iteration 9Q (964.230000 sec): 3 clusters
  Score: Raw -4323621.101355 + Penalty 5125.391266 = -4318495.710089
  nChanged 1206
		SP:Iteration 10Q (964.340000 sec): 3 clusters
  Score: Raw -4324525.649108 + Penalty 5125.391266 = -4319400.257842
  nChanged 1004
		SP:Iteration 11Q (964.460000 sec): 3 clusters
  Score: Raw -4325310.016345 + Penalty 5125.391266 = -4320184.625079
  nChanged 891
		SP:Iteration 12Q (964.560000 sec): 3 clusters
  Score: Raw -4325967.098174 + Penalty 5125.391266 = -4320841.706909
  nChanged 753
		SP:Iteration 13Q (964.670000 sec): 3 clusters
  Score: Raw -4326477.785524 + Penalty 5125.391266 = -4321352.394258
  nChanged 573
		SP:Iteration 14Q (964.780000 sec): 3 clusters
  Score: Raw -4326836.345304 + Penalty 5125.391266 = -4321710.954038
  nChanged 488
		SP:Iteration 15Q (964.880000 sec): 3 clusters
  Score: Raw -4327118.523112 + Penalty 5125.391266 = -4321993.131846
  nChanged 412
		SP:Iteration 16Q (964.980000 sec): 3 clusters
  Score: Raw -4327331.987660 + Penalty 5125.391266 = -4322206.596394
  nChanged 326
		SP:Iteration 17Q (965.080000 sec): 3 clusters
  Score: Raw -4327488.934893 + Penalty 5125.391266 = -4322363.543627
  nChanged 263
		SP:Iteration 18Q (965.170000 sec): 3 clusters
  Score: Raw -4327602.911984 + Penalty 5125.391266 = -4322477.520719
  nChanged 202
		SP:Iteration 19Q (965.260000 sec): 3 clusters
  Score: Raw -4327663.513654 + Penalty 5125.391266 = -4322538.122388
  nChanged 142
		SP:Iteration 20F (965.380000 sec): 3 clusters
  Score: Raw -4327704.015934 + Penalty 5125.391266 = -4322578.624668
  nChanged 115
		SP:Iteration 21Q (965.470000 sec): 3 clusters
  Score: Raw -4327731.921312 + Penalty 5125.391266 = -4322606.530046
  nChanged 88
		SP:Iteration 22Q (965.560000 sec): 3 clusters
  Score: Raw -4327752.538140 + Penalty 5125.391266 = -4322627.146874
  nChanged 86
		SP:Iteration 23Q (965.660000 sec): 3 clusters
  Score: Raw -4327770.910035 + Penalty 5125.391266 = -4322645.518769
  nChanged 78
		SP:Iteration 24Q (965.750000 sec): 3 clusters
  Score: Raw -4327787.419137 + Penalty 5125.391266 = -4322662.027871
  nChanged 74
		SP:Iteration 25Q (965.840000 sec): 3 clusters
  Score: Raw -4327803.746517 + Penalty 5125.391266 = -4322678.355251
  nChanged 74
		SP:Iteration 26Q (965.930000 sec): 3 clusters
  Score: Raw -4327818.382344 + Penalty 5125.391266 = -4322692.991078
  nChanged 55
		SP:Iteration 27Q (966.020000 sec): 3 clusters
  Score: Raw -4327828.887101 + Penalty 5125.391266 = -4322703.495835
  nChanged 54
		SP:Iteration 28Q (966.110000 sec): 3 clusters
  Score: Raw -4327840.783235 + Penalty 5125.391266 = -4322715.391970
  nChanged 51
		SP:Iteration 29Q (966.200000 sec): 3 clusters
  Score: Raw -4327851.720992 + Penalty 5125.391266 = -4322726.329726
  nChanged 50
		SP:Iteration 30Q (966.300000 sec): 3 clusters
  Score: Raw -4327861.218715 + Penalty 5125.391266 = -4322735.827449
  nChanged 29
		SP:Iteration 31Q (966.380000 sec): 3 clusters
  Score: Raw -4327865.282312 + Penalty 5125.391266 = -4322739.891046
  nChanged 28
		SP:Iteration 32Q (966.480000 sec): 3 clusters
  Score: Raw -4327869.217880 + Penalty 5125.391266 = -4322743.826615
  nChanged 28
		SP:Iteration 33Q (966.570000 sec): 3 clusters
  Score: Raw -4327874.270328 + Penalty 5125.391266 = -4322748.879062
  nChanged 37
		SP:Iteration 34Q (966.660000 sec): 3 clusters
  Score: Raw -4327882.666112 + Penalty 5125.391266 = -4322757.274846
  nChanged 39
		SP:Iteration 35Q (966.750000 sec): 3 clusters
  Score: Raw -4327890.907418 + Penalty 5125.391266 = -4322765.516152
  nChanged 31
		SP:Iteration 36Q (966.840000 sec): 3 clusters
  Score: Raw -4327897.097898 + Penalty 5125.391266 = -4322771.706632
  nChanged 30
		SP:Iteration 37Q (966.930000 sec): 3 clusters
  Score: Raw -4327902.398282 + Penalty 5125.391266 = -4322777.007017
  nChanged 22
		SP:Iteration 38Q (967.020000 sec): 3 clusters
  Score: Raw -4327906.159353 + Penalty 5125.391266 = -4322780.768088
  nChanged 25
		SP:Iteration 39Q (967.110000 sec): 3 clusters
  Score: Raw -4327910.117084 + Penalty 5125.391266 = -4322784.725818
  nChanged 21
		SP:Iteration 40F (967.220000 sec): 3 clusters
  Score: Raw -4327912.995722 + Penalty 5125.391266 = -4322787.604457
  nChanged 14
		SP:Iteration 41Q (967.310000 sec): 3 clusters
  Score: Raw -4327914.467773 + Penalty 5125.391266 = -4322789.076508
  nChanged 12
		SP:Iteration 42Q (967.400000 sec): 3 clusters
  Score: Raw -4327916.247803 + Penalty 5125.391266 = -4322790.856537
  nChanged 13
		SP:Iteration 43Q (967.490000 sec): 3 clusters
  Score: Raw -4327918.054286 + Penalty 5125.391266 = -4322792.663020
  nChanged 10
		SP:Iteration 44Q (967.580000 sec): 3 clusters
  Score: Raw -4327919.547119 + Penalty 5125.391266 = -4322794.155854
  nChanged 10
		SP:Iteration 45Q (967.670000 sec): 3 clusters
  Score: Raw -4327921.083108 + Penalty 5125.391266 = -4322795.691842
  nChanged 12
		SP:Iteration 46Q (967.760000 sec): 3 clusters
  Score: Raw -4327922.936285 + Penalty 5125.391266 = -4322797.545020
  nChanged 14
		SP:Iteration 47Q (967.840000 sec): 3 clusters
  Score: Raw -4327924.334303 + Penalty 5125.391266 = -4322798.943038
  nChanged 10
		SP:Iteration 48Q (967.940000 sec): 3 clusters
  Score: Raw -4327925.781128 + Penalty 5125.391266 = -4322800.389863
  nChanged 12
		SP:Iteration 49Q (968.020000 sec): 3 clusters
  Score: Raw -4327927.251205 + Penalty 5125.391266 = -4322801.859940
  nChanged 13
		SP:Iteration 50Q (968.110000 sec): 3 clusters
  Score: Raw -4327928.739849 + Penalty 5125.391266 = -4322803.348584
  nChanged 17
		SP:Iteration 51Q (968.200000 sec): 3 clusters
  Score: Raw -4327931.189760 + Penalty 5125.391266 = -4322805.798495
  nChanged 15
		SP:Iteration 52Q (968.290000 sec): 3 clusters
  Score: Raw -4327933.082942 + Penalty 5125.391266 = -4322807.691676
  nChanged 12
		SP:Iteration 53Q (968.380000 sec): 3 clusters
  Score: Raw -4327934.617394 + Penalty 5125.391266 = -4322809.226128
  nChanged 14
		SP:Iteration 54Q (968.470000 sec): 3 clusters
  Score: Raw -4327936.710935 + Penalty 5125.391266 = -4322811.319670
  nChanged 18
		SP:Iteration 55Q (968.560000 sec): 3 clusters
  Score: Raw -4327939.220959 + Penalty 5125.391266 = -4322813.829694
  nChanged 13
		SP:Iteration 56Q (968.650000 sec): 3 clusters
  Score: Raw -4327940.516608 + Penalty 5125.391266 = -4322815.125342
  nChanged 9
		SP:Iteration 57Q (968.740000 sec): 3 clusters
  Score: Raw -4327942.012015 + Penalty 5125.391266 = -4322816.620749
  nChanged 8
		SP:Iteration 58Q (968.820000 sec): 3 clusters
  Score: Raw -4327943.100298 + Penalty 5125.391266 = -4322817.709032
  nChanged 9
		SP:Iteration 59Q (968.910000 sec): 3 clusters
  Score: Raw -4327944.098190 + Penalty 5125.391266 = -4322818.706924
  nChanged 5
		SP:Iteration 60F (969.030000 sec): 3 clusters
  Score: Raw -4327944.809775 + Penalty 5125.391266 = -4322819.418509
  nChanged 8
		SP:Iteration 61Q (969.120000 sec): 3 clusters
  Score: Raw -4327945.943886 + Penalty 5125.391266 = -4322820.552621
  nChanged 7
		SP:Iteration 62Q (969.200000 sec): 3 clusters
  Score: Raw -4327946.948471 + Penalty 5125.391266 = -4322821.557206
  nChanged 8
		SP:Iteration 63Q (969.290000 sec): 3 clusters
  Score: Raw -4327948.397845 + Penalty 5125.391266 = -4322823.006579
  nChanged 11
		SP:Iteration 64Q (969.380000 sec): 3 clusters
  Score: Raw -4327950.448103 + Penalty 5125.391266 = -4322825.056838
  nChanged 11
		SP:Iteration 65Q (969.470000 sec): 3 clusters
  Score: Raw -4327951.803538 + Penalty 5125.391266 = -4322826.412273
  nChanged 8
		SP:Iteration 66Q (969.560000 sec): 3 clusters
  Score: Raw -4327953.222300 + Penalty 5125.391266 = -4322827.831034
  nChanged 8
		SP:Iteration 67Q (969.640000 sec): 3 clusters
  Score: Raw -4327954.393724 + Penalty 5125.391266 = -4322829.002459
  nChanged 7
		SP:Iteration 68Q (969.730000 sec): 3 clusters
  Score: Raw -4327955.463101 + Penalty 5125.391266 = -4322830.071836
  nChanged 6
		SP:Iteration 69Q (969.820000 sec): 3 clusters
  Score: Raw -4327956.084433 + Penalty 5125.391266 = -4322830.693168
  nChanged 2
		SP:Iteration 70Q (969.910000 sec): 3 clusters
  Score: Raw -4327956.393249 + Penalty 5125.391266 = -4322831.001984
  nChanged 2
		SP:Iteration 71Q (970.000000 sec): 3 clusters
  Score: Raw -4327956.662289 + Penalty 5125.391266 = -4322831.271023
  nChanged 3
		SP:Iteration 72Q (970.090000 sec): 3 clusters
  Score: Raw -4327957.197034 + Penalty 5125.391266 = -4322831.805768
  nChanged 2
		SP:Iteration 73Q (970.180000 sec): 3 clusters
  Score: Raw -4327957.530705 + Penalty 5125.391266 = -4322832.139440
  nChanged 2
		SP:Iteration 74Q (970.260000 sec): 3 clusters
  Score: Raw -4327957.739530 + Penalty 5125.391266 = -4322832.348265
  nChanged 1
		SP:Iteration 75Q (970.350000 sec): 3 clusters
  Score: Raw -4327957.934704 + Penalty 5125.391266 = -4322832.543438
  nChanged 4
		SP:Iteration 76Q (970.440000 sec): 3 clusters
  Score: Raw -4327958.473389 + Penalty 5125.391266 = -4322833.082123
  nChanged 5
		SP:Iteration 77Q (970.530000 sec): 3 clusters
  Score: Raw -4327959.334354 + Penalty 5125.391266 = -4322833.943088
  nChanged 7
		SP:Iteration 78Q (970.620000 sec): 3 clusters
  Score: Raw -4327960.330728 + Penalty 5125.391266 = -4322834.939463
  nChanged 8
		SP:Iteration 79Q (970.700000 sec): 3 clusters
  Score: Raw -4327961.684489 + Penalty 5125.391266 = -4322836.293223
  nChanged 7
		SP:Iteration 80F (970.820000 sec): 3 clusters
  Score: Raw -4327962.801744 + Penalty 5125.391266 = -4322837.410478
  nChanged 11
		SP:Iteration 81Q (970.900000 sec): 3 clusters
  Score: Raw -4327964.691595 + Penalty 5125.391266 = -4322839.300330
  nChanged 13
		SP:Iteration 82Q (970.990000 sec): 3 clusters
  Score: Raw -4327966.405051 + Penalty 5125.391266 = -4322841.013785
  nChanged 13
		SP:Iteration 83Q (971.080000 sec): 3 clusters
  Score: Raw -4327968.434687 + Penalty 5125.391266 = -4322843.043421
  nChanged 12
		SP:Iteration 84Q (971.160000 sec): 3 clusters
  Score: Raw -4327970.156094 + Penalty 5125.391266 = -4322844.764828
  nChanged 14
		SP:Iteration 85Q (971.260000 sec): 3 clusters
  Score: Raw -4327971.934232 + Penalty 5125.391266 = -4322846.542967
  nChanged 10
		SP:Iteration 86Q (971.340000 sec): 3 clusters
  Score: Raw -4327973.443232 + Penalty 5125.391266 = -4322848.051966
  nChanged 12
		SP:Iteration 87Q (971.430000 sec): 3 clusters
  Score: Raw -4327975.056052 + Penalty 5125.391266 = -4322849.664787
  nChanged 9
		SP:Iteration 88Q (971.520000 sec): 3 clusters
  Score: Raw -4327976.508340 + Penalty 5125.391266 = -4322851.117074
  nChanged 6
		SP:Iteration 89Q (971.610000 sec): 3 clusters
  Score: Raw -4327977.709684 + Penalty 5125.391266 = -4322852.318418
  nChanged 6
		SP:Iteration 90Q (971.700000 sec): 3 clusters
  Score: Raw -4327978.658212 + Penalty 5125.391266 = -4322853.266946
  nChanged 5
		SP:Iteration 91Q (971.780000 sec): 3 clusters
  Score: Raw -4327979.550576 + Penalty 5125.391266 = -4322854.159311
  nChanged 4
		SP:Iteration 92Q (971.870000 sec): 3 clusters
  Score: Raw -4327980.074861 + Penalty 5125.391266 = -4322854.683596
  nChanged 6
		SP:Iteration 93Q (971.960000 sec): 3 clusters
  Score: Raw -4327980.790619 + Penalty 5125.391266 = -4322855.399353
  nChanged 6
		SP:Iteration 94Q (972.050000 sec): 3 clusters
  Score: Raw -4327981.582291 + Penalty 5125.391266 = -4322856.191025
  nChanged 3
		SP:Iteration 95Q (972.140000 sec): 3 clusters
  Score: Raw -4327982.351522 + Penalty 5125.391266 = -4322856.960257
  nChanged 5
		SP:Iteration 96Q (972.220000 sec): 3 clusters
  Score: Raw -4327983.001450 + Penalty 5125.391266 = -4322857.610185
  nChanged 5
		SP:Iteration 97Q (972.310000 sec): 3 clusters
  Score: Raw -4327983.515662 + Penalty 5125.391266 = -4322858.124396
  nChanged 1
		SP:Iteration 98Q (972.400000 sec): 3 clusters
  Score: Raw -4327983.568009 + Penalty 5125.391266 = -4322858.176743
  nChanged 0
		SP:Iteration 99F (972.510000 sec): 3 clusters
  Score: Raw -4327983.568009 + Penalty 5125.391266 = -4322858.176743
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (210928 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (973.260000 sec): 2 clusters
  Score: Raw -30911733.664913 + Penalty 3040.299486 = -30908693.365427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (974.080000 sec): 3 clusters
  Score: Raw -30773150.392367 + Penalty 6080.598973 = -30767069.793395
  nChanged 101469
		SP:Iteration 1F (974.890000 sec): 3 clusters
  Score: Raw -30833936.332535 + Penalty 6080.598973 = -30827855.733563
  nChanged 8315
		SP:Iteration 2Q (975.720000 sec): 3 clusters
  Score: Raw -30836886.085103 + Penalty 6080.598973 = -30830805.486131
  nChanged 10162
		SP:Iteration 3Q (976.550000 sec): 3 clusters
  Score: Raw -30841447.208952 + Penalty 6080.598973 = -30835366.609980
  nChanged 12019
		SP:Iteration 4F (977.360000 sec): 3 clusters
  Score: Raw -30847879.991385 + Penalty 6080.598973 = -30841799.392413
  nChanged 13471
		SP:Iteration 5F (978.160000 sec): 3 clusters
  Score: Raw -30855948.799423 + Penalty 6080.598973 = -30849868.200450
  nChanged 13696
		SP:Iteration 6F (978.970000 sec): 3 clusters
  Score: Raw -30864163.587126 + Penalty 6080.598973 = -30858082.988154
  nChanged 12689
		SP:Iteration 7F (979.810000 sec): 3 clusters
  Score: Raw -30871552.707201 + Penalty 6080.598973 = -30865472.108228
  nChanged 11428
		SP:Iteration 8F (980.680000 sec): 3 clusters
  Score: Raw -30878135.932463 + Penalty 6080.598973 = -30872055.333490
  nChanged 10320
		SP:Iteration 9Q (981.520000 sec): 3 clusters
  Score: Raw -30884182.636081 + Penalty 6080.598973 = -30878102.037109
  nChanged 9881
		SP:Iteration 10Q (982.310000 sec): 3 clusters
  Score: Raw -30890099.232730 + Penalty 6080.598973 = -30884018.633757
  nChanged 9613
		SP:Iteration 11Q (983.100000 sec): 3 clusters
  Score: Raw -30895859.372908 + Penalty 6080.598973 = -30889778.773935
  nChanged 9145
		SP:Iteration 12Q (983.860000 sec): 3 clusters
  Score: Raw -30901436.373773 + Penalty 6080.598973 = -30895355.774800
  nChanged 8557
		SP:Iteration 13Q (984.610000 sec): 3 clusters
  Score: Raw -30906778.363603 + Penalty 6080.598973 = -30900697.764630
  nChanged 7536
		SP:Iteration 14Q (985.340000 sec): 3 clusters
  Score: Raw -30911507.587369 + Penalty 6080.598973 = -30905426.988397
  nChanged 6277
		SP:Iteration 15Q (986.060000 sec): 3 clusters
  Score: Raw -30915288.862682 + Penalty 6080.598973 = -30909208.263710
  nChanged 4953
		SP:Iteration 16Q (986.750000 sec): 3 clusters
  Score: Raw -30917961.693087 + Penalty 6080.598973 = -30911881.094114
  nChanged 3750
		SP:Iteration 17Q (987.420000 sec): 3 clusters
  Score: Raw -30919634.734725 + Penalty 6080.598973 = -30913554.135752
  nChanged 2752
		SP:Iteration 18Q (988.080000 sec): 3 clusters
  Score: Raw -30920588.706205 + Penalty 6080.598973 = -30914508.107232
  nChanged 2100
		SP:Iteration 19Q (988.730000 sec): 3 clusters
  Score: Raw -30921166.721444 + Penalty 6080.598973 = -30915086.122471
  nChanged 1563
		SP:Iteration 20F (989.520000 sec): 3 clusters
  Score: Raw -30921511.630333 + Penalty 6080.598973 = -30915431.031360
  nChanged 1183
		SP:Iteration 21Q (990.160000 sec): 3 clusters
  Score: Raw -30921731.251564 + Penalty 6080.598973 = -30915650.652592
  nChanged 927
		SP:Iteration 22Q (990.790000 sec): 3 clusters
  Score: Raw -30921873.700064 + Penalty 6080.598973 = -30915793.101091
  nChanged 748
		SP:Iteration 23Q (991.430000 sec): 3 clusters
  Score: Raw -30921969.680815 + Penalty 6080.598973 = -30915889.081842
  nChanged 564
		SP:Iteration 24Q (992.060000 sec): 3 clusters
  Score: Raw -30922030.164532 + Penalty 6080.598973 = -30915949.565560
  nChanged 440
		SP:Iteration 25Q (992.700000 sec): 3 clusters
  Score: Raw -30922069.513083 + Penalty 6080.598973 = -30915988.914111
  nChanged 324
		SP:Iteration 26Q (993.320000 sec): 3 clusters
  Score: Raw -30922096.226233 + Penalty 6080.598973 = -30916015.627260
  nChanged 274
		SP:Iteration 27Q (993.940000 sec): 3 clusters
  Score: Raw -30922116.858720 + Penalty 6080.598973 = -30916036.259747
  nChanged 205
		SP:Iteration 28Q (994.560000 sec): 3 clusters
  Score: Raw -30922131.472541 + Penalty 6080.598973 = -30916050.873568
  nChanged 193
		SP:Iteration 29Q (995.190000 sec): 3 clusters
  Score: Raw -30922144.391186 + Penalty 6080.598973 = -30916063.792213
  nChanged 154
		SP:Iteration 30Q (995.810000 sec): 3 clusters
  Score: Raw -30922152.874208 + Penalty 6080.598973 = -30916072.275236
  nChanged 114
		SP:Iteration 31Q (996.430000 sec): 3 clusters
  Score: Raw -30922158.475521 + Penalty 6080.598973 = -30916077.876548
  nChanged 94
		SP:Iteration 32Q (997.050000 sec): 3 clusters
  Score: Raw -30922162.933755 + Penalty 6080.598973 = -30916082.334782
  nChanged 77
		SP:Iteration 33Q (997.670000 sec): 3 clusters
  Score: Raw -30922166.841651 + Penalty 6080.598973 = -30916086.242679
  nChanged 62
		SP:Iteration 34Q (998.300000 sec): 3 clusters
  Score: Raw -30922169.605870 + Penalty 6080.598973 = -30916089.006897
  nChanged 48
		SP:Iteration 35Q (998.920000 sec): 3 clusters
  Score: Raw -30922171.419995 + Penalty 6080.598973 = -30916090.821023
  nChanged 35
		SP:Iteration 36Q (999.540000 sec): 3 clusters
  Score: Raw -30922172.664160 + Penalty 6080.598973 = -30916092.065187
  nChanged 32
		SP:Iteration 37Q (1000.160000 sec): 3 clusters
  Score: Raw -30922173.865338 + Penalty 6080.598973 = -30916093.266366
  nChanged 29
		SP:Iteration 38Q (1000.780000 sec): 3 clusters
  Score: Raw -30922174.915505 + Penalty 6080.598973 = -30916094.316532
  nChanged 26
		SP:Iteration 39Q (1001.390000 sec): 3 clusters
  Score: Raw -30922175.820660 + Penalty 6080.598973 = -30916095.221687
  nChanged 20
		SP:Iteration 40F (1002.180000 sec): 3 clusters
  Score: Raw -30922176.714929 + Penalty 6080.598973 = -30916096.115957
  nChanged 22
		SP:Iteration 41Q (1002.800000 sec): 3 clusters
  Score: Raw -30922177.569686 + Penalty 6080.598973 = -30916096.970713
  nChanged 19
		SP:Iteration 42Q (1003.410000 sec): 3 clusters
  Score: Raw -30922178.349586 + Penalty 6080.598973 = -30916097.750613
  nChanged 16
		SP:Iteration 43Q (1004.030000 sec): 3 clusters
  Score: Raw -30922178.968775 + Penalty 6080.598973 = -30916098.369802
  nChanged 20
		SP:Iteration 44Q (1004.650000 sec): 3 clusters
  Score: Raw -30922179.516672 + Penalty 6080.598973 = -30916098.917699
  nChanged 15
		SP:Iteration 45Q (1005.280000 sec): 3 clusters
  Score: Raw -30922180.039367 + Penalty 6080.598973 = -30916099.440395
  nChanged 11
		SP:Iteration 46Q (1005.900000 sec): 3 clusters
  Score: Raw -30922180.352723 + Penalty 6080.598973 = -30916099.753751
  nChanged 9
		SP:Iteration 47Q (1006.510000 sec): 3 clusters
  Score: Raw -30922180.606613 + Penalty 6080.598973 = -30916100.007640
  nChanged 6
		SP:Iteration 48Q (1007.130000 sec): 3 clusters
  Score: Raw -30922180.746315 + Penalty 6080.598973 = -30916100.147343
  nChanged 3
		SP:Iteration 49Q (1007.750000 sec): 3 clusters
  Score: Raw -30922180.822256 + Penalty 6080.598973 = -30916100.223283
  nChanged 2
		SP:Iteration 50Q (1008.370000 sec): 3 clusters
  Score: Raw -30922180.864883 + Penalty 6080.598973 = -30916100.265911
  nChanged 1
		SP:Iteration 51Q (1008.990000 sec): 3 clusters
  Score: Raw -30922180.886061 + Penalty 6080.598973 = -30916100.287088
  nChanged 0
		SP:Iteration 52F (1009.770000 sec): 3 clusters
  Score: Raw -30922180.886061 + Penalty 6080.598973 = -30916100.287088
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 27.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1010.190000 sec): 2 clusters
  Score: Raw -17489174.565057 + Penalty 2900.322042 = -17486274.243016
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1010.650000 sec): 3 clusters
  Score: Raw -17411870.661440 + Penalty 5800.644083 = -17406070.017357
  nChanged 56987
		SP:Iteration 1F (1011.100000 sec): 3 clusters
  Score: Raw -17445591.858583 + Penalty 5800.644083 = -17439791.214499
  nChanged 5124
		SP:Iteration 2Q (1011.570000 sec): 3 clusters
  Score: Raw -17447588.070919 + Penalty 5800.644083 = -17441787.426835
  nChanged 6381
		SP:Iteration 3F (1012.020000 sec): 3 clusters
  Score: Raw -17450879.646359 + Penalty 5800.644083 = -17445079.002276
  nChanged 8201
		SP:Iteration 4F (1012.470000 sec): 3 clusters
  Score: Raw -17456545.368479 + Penalty 5800.644083 = -17450744.724396
  nChanged 9739
		SP:Iteration 5F (1012.920000 sec): 3 clusters
  Score: Raw -17464840.025769 + Penalty 5800.644083 = -17459039.381686
  nChanged 9603
		SP:Iteration 6F (1013.370000 sec): 3 clusters
  Score: Raw -17474225.800314 + Penalty 5800.644083 = -17468425.156230
  nChanged 7231
		SP:Iteration 7F (1013.820000 sec): 3 clusters
  Score: Raw -17481530.327021 + Penalty 5800.644083 = -17475729.682937
  nChanged 4144
		SP:Iteration 8Q (1014.240000 sec): 3 clusters
  Score: Raw -17485639.370493 + Penalty 5800.644083 = -17479838.726410
  nChanged 2170
		SP:Iteration 9Q (1014.610000 sec): 3 clusters
  Score: Raw -17487560.265828 + Penalty 5800.644083 = -17481759.621745
  nChanged 1259
		SP:Iteration 10Q (1014.970000 sec): 3 clusters
  Score: Raw -17488518.116370 + Penalty 5800.644083 = -17482717.472287
  nChanged 809
		SP:Iteration 11Q (1015.310000 sec): 3 clusters
  Score: Raw -17488970.464581 + Penalty 5800.644083 = -17483169.820498
  nChanged 523
		SP:Iteration 12Q (1015.650000 sec): 3 clusters
  Score: Raw -17489201.555483 + Penalty 5800.644083 = -17483400.911400
  nChanged 374
		SP:Iteration 13Q (1015.990000 sec): 3 clusters
  Score: Raw -17489358.479909 + Penalty 5800.644083 = -17483557.835826
  nChanged 291
		SP:Iteration 14Q (1016.320000 sec): 3 clusters
  Score: Raw -17489469.811294 + Penalty 5800.644083 = -17483669.167210
  nChanged 234
		SP:Iteration 15Q (1016.650000 sec): 3 clusters
  Score: Raw -17489559.552570 + Penalty 5800.644083 = -17483758.908487
  nChanged 187
		SP:Iteration 16Q (1016.980000 sec): 3 clusters
  Score: Raw -17489622.604959 + Penalty 5800.644083 = -17483821.960876
  nChanged 164
		SP:Iteration 17Q (1017.310000 sec): 3 clusters
  Score: Raw -17489679.005159 + Penalty 5800.644083 = -17483878.361076
  nChanged 161
		SP:Iteration 18Q (1017.640000 sec): 3 clusters
  Score: Raw -17489735.022019 + Penalty 5800.644083 = -17483934.377936
  nChanged 132
		SP:Iteration 19Q (1017.970000 sec): 3 clusters
  Score: Raw -17489781.877158 + Penalty 5800.644083 = -17483981.233075
  nChanged 102
		SP:Iteration 20F (1018.410000 sec): 3 clusters
  Score: Raw -17489821.633104 + Penalty 5800.644083 = -17484020.989021
  nChanged 103
		SP:Iteration 21Q (1018.740000 sec): 3 clusters
  Score: Raw -17489856.796423 + Penalty 5800.644083 = -17484056.152340
  nChanged 81
		SP:Iteration 22Q (1019.060000 sec): 3 clusters
  Score: Raw -17489883.052964 + Penalty 5800.644083 = -17484082.408881
  nChanged 56
		SP:Iteration 23Q (1019.390000 sec): 3 clusters
  Score: Raw -17489899.086478 + Penalty 5800.644083 = -17484098.442395
  nChanged 45
		SP:Iteration 24Q (1019.710000 sec): 3 clusters
  Score: Raw -17489909.459480 + Penalty 5800.644083 = -17484108.815396
  nChanged 48
		SP:Iteration 25Q (1020.030000 sec): 3 clusters
  Score: Raw -17489921.603740 + Penalty 5800.644083 = -17484120.959657
  nChanged 45
		SP:Iteration 26Q (1020.360000 sec): 3 clusters
  Score: Raw -17489932.087586 + Penalty 5800.644083 = -17484131.443503
  nChanged 31
		SP:Iteration 27Q (1020.680000 sec): 3 clusters
  Score: Raw -17489938.121798 + Penalty 5800.644083 = -17484137.477715
  nChanged 28
		SP:Iteration 28Q (1021.010000 sec): 3 clusters
  Score: Raw -17489943.452373 + Penalty 5800.644083 = -17484142.808290
  nChanged 27
		SP:Iteration 29Q (1021.330000 sec): 3 clusters
  Score: Raw -17489949.348339 + Penalty 5800.644083 = -17484148.704256
  nChanged 24
		SP:Iteration 30Q (1021.650000 sec): 3 clusters
  Score: Raw -17489955.892801 + Penalty 5800.644083 = -17484155.248718
  nChanged 19
		SP:Iteration 31Q (1021.980000 sec): 3 clusters
  Score: Raw -17489960.196533 + Penalty 5800.644083 = -17484159.552450
  nChanged 22
		SP:Iteration 32Q (1022.300000 sec): 3 clusters
  Score: Raw -17489966.004690 + Penalty 5800.644083 = -17484165.360607
  nChanged 25
		SP:Iteration 33Q (1022.620000 sec): 3 clusters
  Score: Raw -17489971.139641 + Penalty 5800.644083 = -17484170.495558
  nChanged 19
		SP:Iteration 34Q (1022.940000 sec): 3 clusters
  Score: Raw -17489975.874156 + Penalty 5800.644083 = -17484175.230073
  nChanged 20
		SP:Iteration 35Q (1023.270000 sec): 3 clusters
  Score: Raw -17489980.587565 + Penalty 5800.644083 = -17484179.943482
  nChanged 18
		SP:Iteration 36Q (1023.590000 sec): 3 clusters
  Score: Raw -17489984.316913 + Penalty 5800.644083 = -17484183.672830
  nChanged 12
		SP:Iteration 37Q (1023.910000 sec): 3 clusters
  Score: Raw -17489987.009328 + Penalty 5800.644083 = -17484186.365244
  nChanged 19
		SP:Iteration 38Q (1024.230000 sec): 3 clusters
  Score: Raw -17489991.157826 + Penalty 5800.644083 = -17484190.513743
  nChanged 16
		SP:Iteration 39Q (1024.550000 sec): 3 clusters
  Score: Raw -17489994.326258 + Penalty 5800.644083 = -17484193.682175
  nChanged 17
		SP:Iteration 40F (1024.990000 sec): 3 clusters
  Score: Raw -17489998.282308 + Penalty 5800.644083 = -17484197.638225
  nChanged 17
		SP:Iteration 41Q (1025.320000 sec): 3 clusters
  Score: Raw -17490002.259779 + Penalty 5800.644083 = -17484201.615696
  nChanged 15
		SP:Iteration 42Q (1025.640000 sec): 3 clusters
  Score: Raw -17490006.230575 + Penalty 5800.644083 = -17484205.586492
  nChanged 15
		SP:Iteration 43Q (1025.960000 sec): 3 clusters
  Score: Raw -17490010.675220 + Penalty 5800.644083 = -17484210.031137
  nChanged 14
		SP:Iteration 44Q (1026.290000 sec): 3 clusters
  Score: Raw -17490014.201933 + Penalty 5800.644083 = -17484213.557850
  nChanged 16
		SP:Iteration 45Q (1026.610000 sec): 3 clusters
  Score: Raw -17490017.485642 + Penalty 5800.644083 = -17484216.841558
  nChanged 12
		SP:Iteration 46Q (1026.930000 sec): 3 clusters
  Score: Raw -17490020.512579 + Penalty 5800.644083 = -17484219.868496
  nChanged 5
		SP:Iteration 47Q (1027.250000 sec): 3 clusters
  Score: Raw -17490021.311259 + Penalty 5800.644083 = -17484220.667175
  nChanged 4
		SP:Iteration 48Q (1027.570000 sec): 3 clusters
  Score: Raw -17490022.195033 + Penalty 5800.644083 = -17484221.550950
  nChanged 2
		SP:Iteration 49Q (1027.890000 sec): 3 clusters
  Score: Raw -17490022.654489 + Penalty 5800.644083 = -17484222.010406
  nChanged 0
		SP:Iteration 50F (1028.340000 sec): 3 clusters
  Score: Raw -17490022.654489 + Penalty 5800.644083 = -17484222.010406
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (10792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1028.430000 sec): 2 clusters
  Score: Raw -1639774.611211 + Penalty 2303.066979 = -1637471.544232
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1028.470000 sec): 3 clusters
  Score: Raw -1633930.154395 + Penalty 4606.133957 = -1629324.020438
  nChanged 4541
		SP:Iteration 1F (1028.510000 sec): 3 clusters
  Score: Raw -1636217.169758 + Penalty 4606.133957 = -1631611.035800
  nChanged 641
		SP:Iteration 2F (1028.550000 sec): 3 clusters
  Score: Raw -1636497.881593 + Penalty 4606.133957 = -1631891.747636
  nChanged 501
		SP:Iteration 3Q (1028.590000 sec): 3 clusters
  Score: Raw -1636697.580396 + Penalty 4606.133957 = -1632091.446439
  nChanged 405
		SP:Iteration 4Q (1028.630000 sec): 3 clusters
  Score: Raw -1636850.402439 + Penalty 4606.133957 = -1632244.268481
  nChanged 348
		SP:Iteration 5Q (1028.670000 sec): 3 clusters
  Score: Raw -1636979.525335 + Penalty 4606.133957 = -1632373.391378
  nChanged 311
		SP:Iteration 6Q (1028.710000 sec): 3 clusters
  Score: Raw -1637098.315047 + Penalty 4606.133957 = -1632492.181090
  nChanged 322
		SP:Iteration 7Q (1028.750000 sec): 3 clusters
  Score: Raw -1637229.040064 + Penalty 4606.133957 = -1632622.906106
  nChanged 353
		SP:Iteration 8Q (1028.790000 sec): 3 clusters
  Score: Raw -1637382.280159 + Penalty 4606.133957 = -1632776.146202
  nChanged 399
		SP:Iteration 9Q (1028.830000 sec): 3 clusters
  Score: Raw -1637563.585749 + Penalty 4606.133957 = -1632957.451792
  nChanged 427
		SP:Iteration 10Q (1028.870000 sec): 3 clusters
  Score: Raw -1637779.649810 + Penalty 4606.133957 = -1633173.515852
  nChanged 451
		SP:Iteration 11Q (1028.910000 sec): 3 clusters
  Score: Raw -1638017.200565 + Penalty 4606.133957 = -1633411.066608
  nChanged 433
		SP:Iteration 12Q (1028.940000 sec): 3 clusters
  Score: Raw -1638251.172546 + Penalty 4606.133957 = -1633645.038589
  nChanged 428
		SP:Iteration 13Q (1028.980000 sec): 3 clusters
  Score: Raw -1638498.223465 + Penalty 4606.133957 = -1633892.089507
  nChanged 428
		SP:Iteration 14Q (1029.020000 sec): 3 clusters
  Score: Raw -1638759.302151 + Penalty 4606.133957 = -1634153.168193
  nChanged 418
		SP:Iteration 15Q (1029.060000 sec): 3 clusters
  Score: Raw -1639036.831099 + Penalty 4606.133957 = -1634430.697141
  nChanged 387
		SP:Iteration 16Q (1029.100000 sec): 3 clusters
  Score: Raw -1639304.925826 + Penalty 4606.133957 = -1634698.791868
  nChanged 331
		SP:Iteration 17Q (1029.140000 sec): 3 clusters
  Score: Raw -1639533.211153 + Penalty 4606.133957 = -1634927.077196
  nChanged 265
		SP:Iteration 18Q (1029.180000 sec): 3 clusters
  Score: Raw -1639710.768751 + Penalty 4606.133957 = -1635104.634794
  nChanged 205
		SP:Iteration 19Q (1029.220000 sec): 3 clusters
  Score: Raw -1639845.393744 + Penalty 4606.133957 = -1635239.259786
  nChanged 159
		SP:Iteration 20F (1029.260000 sec): 3 clusters
  Score: Raw -1639956.797658 + Penalty 4606.133957 = -1635350.663700
  nChanged 115
		SP:Iteration 21Q (1029.300000 sec): 3 clusters
  Score: Raw -1640032.122933 + Penalty 4606.133957 = -1635425.988976
  nChanged 89
		SP:Iteration 22Q (1029.340000 sec): 3 clusters
  Score: Raw -1640094.350512 + Penalty 4606.133957 = -1635488.216554
  nChanged 73
		SP:Iteration 23Q (1029.380000 sec): 3 clusters
  Score: Raw -1640141.255873 + Penalty 4606.133957 = -1635535.121916
  nChanged 56
		SP:Iteration 24Q (1029.410000 sec): 3 clusters
  Score: Raw -1640173.527020 + Penalty 4606.133957 = -1635567.393063
  nChanged 34
		SP:Iteration 25Q (1029.450000 sec): 3 clusters
  Score: Raw -1640193.092340 + Penalty 4606.133957 = -1635586.958383
  nChanged 19
		SP:Iteration 26Q (1029.480000 sec): 3 clusters
  Score: Raw -1640206.132400 + Penalty 4606.133957 = -1635599.998443
  nChanged 16
		SP:Iteration 27Q (1029.520000 sec): 3 clusters
  Score: Raw -1640214.742127 + Penalty 4606.133957 = -1635608.608170
  nChanged 10
		SP:Iteration 28Q (1029.560000 sec): 3 clusters
  Score: Raw -1640220.776055 + Penalty 4606.133957 = -1635614.642098
  nChanged 15
		SP:Iteration 29Q (1029.590000 sec): 3 clusters
  Score: Raw -1640229.867803 + Penalty 4606.133957 = -1635623.733846
  nChanged 16
		SP:Iteration 30Q (1029.630000 sec): 3 clusters
  Score: Raw -1640238.336400 + Penalty 4606.133957 = -1635632.202442
  nChanged 10
		SP:Iteration 31Q (1029.660000 sec): 3 clusters
  Score: Raw -1640245.660637 + Penalty 4606.133957 = -1635639.526680
  nChanged 10
		SP:Iteration 32Q (1029.700000 sec): 3 clusters
  Score: Raw -1640250.756923 + Penalty 4606.133957 = -1635644.622966
  nChanged 11
		SP:Iteration 33Q (1029.740000 sec): 3 clusters
  Score: Raw -1640256.674118 + Penalty 4606.133957 = -1635650.540160
  nChanged 7
		SP:Iteration 34Q (1029.770000 sec): 3 clusters
  Score: Raw -1640260.354874 + Penalty 4606.133957 = -1635654.220917
  nChanged 3
		SP:Iteration 35Q (1029.810000 sec): 3 clusters
  Score: Raw -1640262.444175 + Penalty 4606.133957 = -1635656.310217
  nChanged 5
		SP:Iteration 36Q (1029.840000 sec): 3 clusters
  Score: Raw -1640265.778209 + Penalty 4606.133957 = -1635659.644252
  nChanged 4
		SP:Iteration 37Q (1029.880000 sec): 3 clusters
  Score: Raw -1640267.528765 + Penalty 4606.133957 = -1635661.394808
  nChanged 5
		SP:Iteration 38Q (1029.910000 sec): 3 clusters
  Score: Raw -1640269.895299 + Penalty 4606.133957 = -1635663.761342
  nChanged 2
		SP:Iteration 39Q (1029.950000 sec): 3 clusters
  Score: Raw -1640271.422188 + Penalty 4606.133957 = -1635665.288231
  nChanged 4
		SP:Iteration 40F (1029.990000 sec): 3 clusters
  Score: Raw -1640273.129200 + Penalty 4606.133957 = -1635666.995243
  nChanged 2
		SP:Iteration 41Q (1030.020000 sec): 3 clusters
  Score: Raw -1640274.361717 + Penalty 4606.133957 = -1635668.227760
  nChanged 2
		SP:Iteration 42Q (1030.060000 sec): 3 clusters
  Score: Raw -1640275.243146 + Penalty 4606.133957 = -1635669.109188
  nChanged 3
		SP:Iteration 43Q (1030.100000 sec): 3 clusters
  Score: Raw -1640276.315075 + Penalty 4606.133957 = -1635670.181118
  nChanged 2
		SP:Iteration 44Q (1030.130000 sec): 3 clusters
  Score: Raw -1640277.405311 + Penalty 4606.133957 = -1635671.271354
  nChanged 1
		SP:Iteration 45Q (1030.170000 sec): 3 clusters
  Score: Raw -1640277.992642 + Penalty 4606.133957 = -1635671.858684
  nChanged 3
		SP:Iteration 46Q (1030.200000 sec): 3 clusters
  Score: Raw -1640279.561101 + Penalty 4606.133957 = -1635673.427143
  nChanged 2
		SP:Iteration 47Q (1030.240000 sec): 3 clusters
  Score: Raw -1640280.436861 + Penalty 4606.133957 = -1635674.302904
  nChanged 1
		SP:Iteration 48Q (1030.270000 sec): 3 clusters
  Score: Raw -1640281.052259 + Penalty 4606.133957 = -1635674.918301
  nChanged 3
		SP:Iteration 49Q (1030.310000 sec): 3 clusters
  Score: Raw -1640282.329681 + Penalty 4606.133957 = -1635676.195724
  nChanged 1
		SP:Iteration 50Q (1030.340000 sec): 3 clusters
  Score: Raw -1640282.620555 + Penalty 4606.133957 = -1635676.486597
  nChanged 0
		SP:Iteration 51F (1030.380000 sec): 3 clusters
  Score: Raw -1640282.620555 + Penalty 4606.133957 = -1635676.486597
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (6669 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1030.410000 sec): 2 clusters
  Score: Raw -949083.746266 + Penalty 2183.695850 = -946900.050416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1030.430000 sec): 3 clusters
  Score: Raw -945634.755525 + Penalty 4367.391701 = -941267.363824
  nChanged 2702
		SP:Iteration 1F (1030.460000 sec): 3 clusters
  Score: Raw -947202.984963 + Penalty 4367.391701 = -942835.593263
  nChanged 542
		SP:Iteration 2F (1030.480000 sec): 3 clusters
  Score: Raw -947577.544328 + Penalty 4367.391701 = -943210.152628
  nChanged 425
		SP:Iteration 3F (1030.500000 sec): 3 clusters
  Score: Raw -947871.305258 + Penalty 4367.391701 = -943503.913558
  nChanged 359
		SP:Iteration 4F (1030.530000 sec): 3 clusters
  Score: Raw -948121.866120 + Penalty 4367.391701 = -943754.474420
  nChanged 310
		SP:Iteration 5Q (1030.550000 sec): 3 clusters
  Score: Raw -948332.786043 + Penalty 4367.391701 = -943965.394342
  nChanged 292
		SP:Iteration 6Q (1030.580000 sec): 3 clusters
  Score: Raw -948504.555897 + Penalty 4367.391701 = -944137.164196
  nChanged 268
		SP:Iteration 7Q (1030.600000 sec): 3 clusters
  Score: Raw -948666.822626 + Penalty 4367.391701 = -944299.430925
  nChanged 241
		SP:Iteration 8Q (1030.620000 sec): 3 clusters
  Score: Raw -948823.630583 + Penalty 4367.391701 = -944456.238882
  nChanged 231
		SP:Iteration 9Q (1030.650000 sec): 3 clusters
  Score: Raw -948976.597729 + Penalty 4367.391701 = -944609.206029
  nChanged 206
		SP:Iteration 10Q (1030.670000 sec): 3 clusters
  Score: Raw -949124.211956 + Penalty 4367.391701 = -944756.820255
  nChanged 198
		SP:Iteration 11Q (1030.700000 sec): 3 clusters
  Score: Raw -949275.566808 + Penalty 4367.391701 = -944908.175107
  nChanged 174
		SP:Iteration 12Q (1030.720000 sec): 3 clusters
  Score: Raw -949398.069128 + Penalty 4367.391701 = -945030.677427
  nChanged 130
		SP:Iteration 13Q (1030.740000 sec): 3 clusters
  Score: Raw -949486.873879 + Penalty 4367.391701 = -945119.482179
  nChanged 111
		SP:Iteration 14Q (1030.770000 sec): 3 clusters
  Score: Raw -949546.920489 + Penalty 4367.391701 = -945179.528788
  nChanged 87
		SP:Iteration 15Q (1030.790000 sec): 3 clusters
  Score: Raw -949590.039740 + Penalty 4367.391701 = -945222.648040
  nChanged 64
		SP:Iteration 16Q (1030.820000 sec): 3 clusters
  Score: Raw -949624.839655 + Penalty 4367.391701 = -945257.447954
  nChanged 57
		SP:Iteration 17Q (1030.840000 sec): 3 clusters
  Score: Raw -949648.349097 + Penalty 4367.391701 = -945280.957397
  nChanged 39
		SP:Iteration 18Q (1030.860000 sec): 3 clusters
  Score: Raw -949662.472092 + Penalty 4367.391701 = -945295.080391
  nChanged 21
		SP:Iteration 19Q (1030.880000 sec): 3 clusters
  Score: Raw -949670.062991 + Penalty 4367.391701 = -945302.671291
  nChanged 21
		SP:Iteration 20F (1030.910000 sec): 3 clusters
  Score: Raw -949677.923633 + Penalty 4367.391701 = -945310.531932
  nChanged 21
		SP:Iteration 21Q (1030.930000 sec): 3 clusters
  Score: Raw -949686.431948 + Penalty 4367.391701 = -945319.040247
  nChanged 20
		SP:Iteration 22Q (1030.950000 sec): 3 clusters
  Score: Raw -949692.788515 + Penalty 4367.391701 = -945325.396814
  nChanged 15
		SP:Iteration 23Q (1030.980000 sec): 3 clusters
  Score: Raw -949697.740718 + Penalty 4367.391701 = -945330.349017
  nChanged 14
		SP:Iteration 24Q (1031.000000 sec): 3 clusters
  Score: Raw -949702.751078 + Penalty 4367.391701 = -945335.359378
  nChanged 14
		SP:Iteration 25Q (1031.020000 sec): 3 clusters
  Score: Raw -949708.227097 + Penalty 4367.391701 = -945340.835396
  nChanged 7
		SP:Iteration 26Q (1031.040000 sec): 3 clusters
  Score: Raw -949710.232586 + Penalty 4367.391701 = -945342.840885
  nChanged 9
		SP:Iteration 27Q (1031.060000 sec): 3 clusters
  Score: Raw -949712.559929 + Penalty 4367.391701 = -945345.168229
  nChanged 8
		SP:Iteration 28Q (1031.090000 sec): 3 clusters
  Score: Raw -949714.472580 + Penalty 4367.391701 = -945347.080879
  nChanged 10
		SP:Iteration 29Q (1031.110000 sec): 3 clusters
  Score: Raw -949718.182230 + Penalty 4367.391701 = -945350.790529
  nChanged 8
		SP:Iteration 30Q (1031.130000 sec): 3 clusters
  Score: Raw -949720.759275 + Penalty 4367.391701 = -945353.367574
  nChanged 12
		SP:Iteration 31Q (1031.150000 sec): 3 clusters
  Score: Raw -949724.148284 + Penalty 4367.391701 = -945356.756584
  nChanged 9
		SP:Iteration 32Q (1031.180000 sec): 3 clusters
  Score: Raw -949727.192195 + Penalty 4367.391701 = -945359.800494
  nChanged 11
		SP:Iteration 33Q (1031.200000 sec): 3 clusters
  Score: Raw -949730.591176 + Penalty 4367.391701 = -945363.199476
  nChanged 5
		SP:Iteration 34Q (1031.220000 sec): 3 clusters
  Score: Raw -949732.139738 + Penalty 4367.391701 = -945364.748038
  nChanged 4
		SP:Iteration 35Q (1031.240000 sec): 3 clusters
  Score: Raw -949733.054056 + Penalty 4367.391701 = -945365.662355
  nChanged 1
		SP:Iteration 36Q (1031.260000 sec): 3 clusters
  Score: Raw -949733.196912 + Penalty 4367.391701 = -945365.805211
  nChanged 0
		SP:Iteration 37F (1031.290000 sec): 3 clusters
  Score: Raw -949733.196912 + Penalty 4367.391701 = -945365.805211
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1031.300000 sec): 2 clusters
  Score: Raw -41717.255406 + Penalty 1485.883208 = -40231.372198
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1031.300000 sec): 3 clusters
  Score: Raw -41885.415095 + Penalty 2971.766415 = -38913.648679
  nChanged 107
		SP:Iteration 1F (1031.300000 sec): 3 clusters
  Score: Raw -42535.135807 + Penalty 2971.766415 = -39563.369392
  nChanged 31
		SP:Iteration 2F (1031.300000 sec): 3 clusters
  Score: Raw -42784.205606 + Penalty 2971.766415 = -39812.439190
  nChanged 23
		SP:Iteration 3F (1031.300000 sec): 3 clusters
  Score: Raw -42979.207181 + Penalty 2971.766415 = -40007.440765
  nChanged 31
		SP:Iteration 4F (1031.300000 sec): 3 clusters
  Score: Raw -43146.320816 + Penalty 2971.766415 = -40174.554401
  nChanged 19
		SP:Iteration 5Q (1031.300000 sec): 3 clusters
  Score: Raw -43314.440042 + Penalty 2971.766415 = -40342.673627
  nChanged 14
		SP:Iteration 6Q (1031.300000 sec): 3 clusters
  Score: Raw -43442.287600 + Penalty 2971.766415 = -40470.521184
  nChanged 12
		SP:Iteration 7Q (1031.300000 sec): 3 clusters
  Score: Raw -43530.590252 + Penalty 2971.766415 = -40558.823836
  nChanged 9
		SP:Iteration 8Q (1031.310000 sec): 3 clusters
  Score: Raw -43579.015651 + Penalty 2971.766415 = -40607.249236
  nChanged 2
		SP:Iteration 9Q (1031.310000 sec): 3 clusters
  Score: Raw -43586.067273 + Penalty 2971.766415 = -40614.300857
  nChanged 1
		SP:Iteration 10Q (1031.310000 sec): 3 clusters
  Score: Raw -43588.360641 + Penalty 2971.766415 = -40616.594226
  nChanged 0
		SP:Iteration 11F (1031.310000 sec): 3 clusters
  Score: Raw -43590.497855 + Penalty 2971.766415 = -40618.731439
  nChanged 2
		SP:Iteration 12Q (1031.310000 sec): 3 clusters
  Score: Raw -43633.111548 + Penalty 2971.766415 = -40661.345133
  nChanged 1
		SP:Iteration 13Q (1031.310000 sec): 3 clusters
  Score: Raw -43651.108789 + Penalty 2971.766415 = -40679.342373
  nChanged 0
		SP:Iteration 14F (1031.320000 sec): 3 clusters
  Score: Raw -43651.108789 + Penalty 2971.766415 = -40679.342373
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 28.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (28374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1031.420000 sec): 2 clusters
  Score: Raw -4137386.225333 + Penalty 2542.800671 = -4134843.424662
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1031.520000 sec): 3 clusters
  Score: Raw -4120539.217975 + Penalty 5085.601342 = -4115453.616633
  nChanged 12714
		SP:Iteration 1F (1031.630000 sec): 3 clusters
  Score: Raw -4128293.282969 + Penalty 5085.601342 = -4123207.681627
  nChanged 1931
		SP:Iteration 2F (1031.740000 sec): 3 clusters
  Score: Raw -4129592.694533 + Penalty 5085.601342 = -4124507.093191
  nChanged 2026
		SP:Iteration 3F (1031.850000 sec): 3 clusters
  Score: Raw -4130965.518058 + Penalty 5085.601342 = -4125879.916717
  nChanged 2101
		SP:Iteration 4F (1031.960000 sec): 3 clusters
  Score: Raw -4132259.506004 + Penalty 5085.601342 = -4127173.904662
  nChanged 1848
		SP:Iteration 5F (1032.060000 sec): 3 clusters
  Score: Raw -4133299.500618 + Penalty 5085.601342 = -4128213.899276
  nChanged 1477
		SP:Iteration 6F (1032.170000 sec): 3 clusters
  Score: Raw -4134103.128340 + Penalty 5085.601342 = -4129017.526998
  nChanged 1132
		SP:Iteration 7Q (1032.280000 sec): 3 clusters
  Score: Raw -4134727.689142 + Penalty 5085.601342 = -4129642.087800
  nChanged 843
		SP:Iteration 8Q (1032.380000 sec): 3 clusters
  Score: Raw -4135152.851837 + Penalty 5085.601342 = -4130067.250496
  nChanged 599
		SP:Iteration 9Q (1032.490000 sec): 3 clusters
  Score: Raw -4135457.897534 + Penalty 5085.601342 = -4130372.296192
  nChanged 509
		SP:Iteration 10Q (1032.600000 sec): 3 clusters
  Score: Raw -4135703.843809 + Penalty 5085.601342 = -4130618.242467
  nChanged 420
		SP:Iteration 11Q (1032.710000 sec): 3 clusters
  Score: Raw -4135885.729538 + Penalty 5085.601342 = -4130800.128196
  nChanged 392
		SP:Iteration 12Q (1032.820000 sec): 3 clusters
  Score: Raw -4136053.281203 + Penalty 5085.601342 = -4130967.679861
  nChanged 368
		SP:Iteration 13Q (1032.920000 sec): 3 clusters
  Score: Raw -4136240.804962 + Penalty 5085.601342 = -4131155.203620
  nChanged 381
		SP:Iteration 14Q (1033.030000 sec): 3 clusters
  Score: Raw -4136507.232930 + Penalty 5085.601342 = -4131421.631588
  nChanged 369
		SP:Iteration 15Q (1033.140000 sec): 3 clusters
  Score: Raw -4136917.418485 + Penalty 5085.601342 = -4131831.817143
  nChanged 311
		SP:Iteration 16Q (1033.240000 sec): 3 clusters
  Score: Raw -4137397.736044 + Penalty 5085.601342 = -4132312.134703
  nChanged 279
		SP:Iteration 17Q (1033.340000 sec): 3 clusters
  Score: Raw -4137761.538767 + Penalty 5085.601342 = -4132675.937425
  nChanged 307
		SP:Iteration 18Q (1033.430000 sec): 3 clusters
  Score: Raw -4137946.335986 + Penalty 5085.601342 = -4132860.734644
  nChanged 233
		SP:Iteration 19Q (1033.520000 sec): 3 clusters
  Score: Raw -4138036.953940 + Penalty 5085.601342 = -4132951.352598
  nChanged 157
		SP:Iteration 20F (1033.630000 sec): 3 clusters
  Score: Raw -4138084.035884 + Penalty 5085.601342 = -4132998.434542
  nChanged 133
		SP:Iteration 21Q (1033.720000 sec): 3 clusters
  Score: Raw -4138125.249890 + Penalty 5085.601342 = -4133039.648548
  nChanged 113
		SP:Iteration 22Q (1033.800000 sec): 3 clusters
  Score: Raw -4138159.013124 + Penalty 5085.601342 = -4133073.411782
  nChanged 111
		SP:Iteration 23Q (1033.890000 sec): 3 clusters
  Score: Raw -4138191.820669 + Penalty 5085.601342 = -4133106.219328
  nChanged 78
		SP:Iteration 24Q (1033.980000 sec): 3 clusters
  Score: Raw -4138210.162135 + Penalty 5085.601342 = -4133124.560793
  nChanged 70
		SP:Iteration 25Q (1034.060000 sec): 3 clusters
  Score: Raw -4138228.530566 + Penalty 5085.601342 = -4133142.929224
  nChanged 71
		SP:Iteration 26Q (1034.150000 sec): 3 clusters
  Score: Raw -4138248.187354 + Penalty 5085.601342 = -4133162.586012
  nChanged 71
		SP:Iteration 27Q (1034.240000 sec): 3 clusters
  Score: Raw -4138265.470918 + Penalty 5085.601342 = -4133179.869576
  nChanged 58
		SP:Iteration 28Q (1034.320000 sec): 3 clusters
  Score: Raw -4138280.584903 + Penalty 5085.601342 = -4133194.983562
  nChanged 54
		SP:Iteration 29Q (1034.410000 sec): 3 clusters
  Score: Raw -4138295.595579 + Penalty 5085.601342 = -4133209.994237
  nChanged 53
		SP:Iteration 30Q (1034.490000 sec): 3 clusters
  Score: Raw -4138306.847802 + Penalty 5085.601342 = -4133221.246461
  nChanged 43
		SP:Iteration 31Q (1034.580000 sec): 3 clusters
  Score: Raw -4138315.888689 + Penalty 5085.601342 = -4133230.287347
  nChanged 30
		SP:Iteration 32Q (1034.660000 sec): 3 clusters
  Score: Raw -4138322.007135 + Penalty 5085.601342 = -4133236.405793
  nChanged 32
		SP:Iteration 33Q (1034.740000 sec): 3 clusters
  Score: Raw -4138329.149252 + Penalty 5085.601342 = -4133243.547910
  nChanged 32
		SP:Iteration 34Q (1034.820000 sec): 3 clusters
  Score: Raw -4138336.361529 + Penalty 5085.601342 = -4133250.760187
  nChanged 23
		SP:Iteration 35Q (1034.910000 sec): 3 clusters
  Score: Raw -4138340.047482 + Penalty 5085.601342 = -4133254.446140
  nChanged 17
		SP:Iteration 36Q (1034.990000 sec): 3 clusters
  Score: Raw -4138343.038358 + Penalty 5085.601342 = -4133257.437016
  nChanged 16
		SP:Iteration 37Q (1035.080000 sec): 3 clusters
  Score: Raw -4138346.369318 + Penalty 5085.601342 = -4133260.767976
  nChanged 20
		SP:Iteration 38Q (1035.160000 sec): 3 clusters
  Score: Raw -4138351.314511 + Penalty 5085.601342 = -4133265.713169
  nChanged 17
		SP:Iteration 39Q (1035.240000 sec): 3 clusters
  Score: Raw -4138354.098946 + Penalty 5085.601342 = -4133268.497604
  nChanged 9
		SP:Iteration 40F (1035.350000 sec): 3 clusters
  Score: Raw -4138355.024861 + Penalty 5085.601342 = -4133269.423519
  nChanged 8
		SP:Iteration 41Q (1035.430000 sec): 3 clusters
  Score: Raw -4138356.638390 + Penalty 5085.601342 = -4133271.037049
  nChanged 11
		SP:Iteration 42Q (1035.510000 sec): 3 clusters
  Score: Raw -4138359.052762 + Penalty 5085.601342 = -4133273.451420
  nChanged 10
		SP:Iteration 43Q (1035.600000 sec): 3 clusters
  Score: Raw -4138360.552267 + Penalty 5085.601342 = -4133274.950925
  nChanged 7
		SP:Iteration 44Q (1035.680000 sec): 3 clusters
  Score: Raw -4138361.514498 + Penalty 5085.601342 = -4133275.913156
  nChanged 6
		SP:Iteration 45Q (1035.760000 sec): 3 clusters
  Score: Raw -4138362.688012 + Penalty 5085.601342 = -4133277.086670
  nChanged 8
		SP:Iteration 46Q (1035.840000 sec): 3 clusters
  Score: Raw -4138364.141075 + Penalty 5085.601342 = -4133278.539733
  nChanged 7
		SP:Iteration 47Q (1035.930000 sec): 3 clusters
  Score: Raw -4138365.599431 + Penalty 5085.601342 = -4133279.998089
  nChanged 9
		SP:Iteration 48Q (1036.010000 sec): 3 clusters
  Score: Raw -4138367.668805 + Penalty 5085.601342 = -4133282.067463
  nChanged 9
		SP:Iteration 49Q (1036.100000 sec): 3 clusters
  Score: Raw -4138370.144768 + Penalty 5085.601342 = -4133284.543427
  nChanged 8
		SP:Iteration 50Q (1036.180000 sec): 3 clusters
  Score: Raw -4138371.595029 + Penalty 5085.601342 = -4133285.993687
  nChanged 7
		SP:Iteration 51Q (1036.260000 sec): 3 clusters
  Score: Raw -4138372.379127 + Penalty 5085.601342 = -4133286.777785
  nChanged 5
		SP:Iteration 52Q (1036.350000 sec): 3 clusters
  Score: Raw -4138373.055749 + Penalty 5085.601342 = -4133287.454407
  nChanged 2
		SP:Iteration 53Q (1036.430000 sec): 3 clusters
  Score: Raw -4138373.303326 + Penalty 5085.601342 = -4133287.701984
  nChanged 2
		SP:Iteration 54Q (1036.510000 sec): 3 clusters
  Score: Raw -4138373.685316 + Penalty 5085.601342 = -4133288.083974
  nChanged 0
		SP:Iteration 55F (1036.620000 sec): 3 clusters
  Score: Raw -4138373.685316 + Penalty 5085.601342 = -4133288.083974
  nChanged 0
Iteration 59Q (1049.730000 sec): 29 clusters
  Score: Raw -117560327.554733 + Penalty 94491.211284 = -117465836.343448
  nChanged 15378
Iteration 60F (1079.730000 sec): 29 clusters
  Score: Raw -117568710.591581 + Penalty 94491.211284 = -117474219.380296
  nChanged 14018
Iteration 61Q (1087.730000 sec): 29 clusters
  Score: Raw -117574471.978560 + Penalty 94491.211284 = -117479980.767276
  nChanged 11135
Iteration 62Q (1095.570000 sec): 29 clusters
  Score: Raw -117577370.981906 + Penalty 94491.211284 = -117482879.770622
  nChanged 9177
Iteration 63Q (1103.300000 sec): 29 clusters
  Score: Raw -117579349.532512 + Penalty 94491.211284 = -117484858.321227
  nChanged 7687
Iteration 64Q (1110.990000 sec): 29 clusters
  Score: Raw -117580765.110500 + Penalty 94491.211284 = -117486273.899215
  nChanged 6572
Iteration 65Q (1118.630000 sec): 29 clusters
  Score: Raw -117581820.518006 + Penalty 94491.211284 = -117487329.306722
  nChanged 5690
Iteration 66Q (1126.210000 sec): 29 clusters
  Score: Raw -117582708.950746 + Penalty 94491.211284 = -117488217.739461
  nChanged 4975
Iteration 67Q (1133.760000 sec): 29 clusters
  Score: Raw -117583326.243905 + Penalty 94491.211284 = -117488835.032621
  nChanged 4348
Iteration 68Q (1141.250000 sec): 29 clusters
  Score: Raw -117583813.433299 + Penalty 94491.211284 = -117489322.222014
  nChanged 3756
Iteration 69Q (1148.730000 sec): 29 clusters
  Score: Raw -117584205.644969 + Penalty 94491.211284 = -117489714.433685
  nChanged 3288
Iteration 70Q (1156.210000 sec): 29 clusters
  Score: Raw -117584529.543453 + Penalty 94491.211284 = -117490038.332169
  nChanged 2932
Iteration 71Q (1163.670000 sec): 29 clusters
  Score: Raw -117584813.784459 + Penalty 94491.211284 = -117490322.573174
  nChanged 2563
Iteration 72Q (1171.210000 sec): 29 clusters
  Score: Raw -117585085.345258 + Penalty 94491.211284 = -117490594.133974
  nChanged 2299
Iteration 73Q (1178.610000 sec): 29 clusters
  Score: Raw -117585312.547409 + Penalty 94491.211284 = -117490821.336124
  nChanged 2029
Iteration 74Q (1186.000000 sec): 29 clusters
  Score: Raw -117585505.335962 + Penalty 94491.211284 = -117491014.124677
  nChanged 1823
Iteration 75Q (1193.390000 sec): 29 clusters
  Score: Raw -117585674.157199 + Penalty 94491.211284 = -117491182.945914
  nChanged 1737
Iteration 76Q (1200.790000 sec): 29 clusters
  Score: Raw -117585826.194799 + Penalty 94491.211284 = -117491334.983514
  nChanged 1465
Iteration 77Q (1208.210000 sec): 29 clusters
  Score: Raw -117585953.764036 + Penalty 94491.211284 = -117491462.552751
  nChanged 1258
Iteration 78Q (1215.540000 sec): 29 clusters
  Score: Raw -117586060.829859 + Penalty 94491.211284 = -117491569.618574
  nChanged 1158
Iteration 79Q (1222.880000 sec): 29 clusters
  Score: Raw -117586148.466487 + Penalty 94491.211284 = -117491657.255203
  nChanged 1036
Iteration 80F (1252.850000 sec): 29 clusters
  Score: Raw -117587159.124496 + Penalty 94491.211284 = -117492667.913211
  nChanged 1022
Iteration 81Q (1260.360000 sec): 29 clusters
  Score: Raw -117588008.326163 + Penalty 94491.211284 = -117493517.114878
  nChanged 1027
Iteration 82Q (1267.860000 sec): 29 clusters
  Score: Raw -117588309.365632 + Penalty 94491.211284 = -117493818.154348
  nChanged 1046
Iteration 83Q (1275.310000 sec): 29 clusters
  Score: Raw -117588494.811194 + Penalty 94491.211284 = -117494003.599910
  nChanged 955
Iteration 84Q (1282.790000 sec): 29 clusters
  Score: Raw -117588650.143193 + Penalty 94491.211284 = -117494158.931909
  nChanged 1003
Iteration 85Q (1290.230000 sec): 29 clusters
  Score: Raw -117588814.518487 + Penalty 94491.211284 = -117494323.307202
  nChanged 992
Iteration 86Q (1297.690000 sec): 29 clusters
  Score: Raw -117588975.546574 + Penalty 94491.211284 = -117494484.335289
  nChanged 967
Iteration 87Q (1305.260000 sec): 29 clusters
  Score: Raw -117589128.399006 + Penalty 94491.211284 = -117494637.187721
  nChanged 998
Iteration 88Q (1312.740000 sec): 29 clusters
  Score: Raw -117589271.220600 + Penalty 94491.211284 = -117494780.009316
  nChanged 1070
Iteration 89Q (1320.200000 sec): 29 clusters
  Score: Raw -117589436.564155 + Penalty 94491.211284 = -117494945.352871
  nChanged 1059
Iteration 90Q (1327.650000 sec): 29 clusters
  Score: Raw -117589591.384997 + Penalty 94491.211284 = -117495100.173713
  nChanged 986
Iteration 91Q (1335.090000 sec): 29 clusters
  Score: Raw -117589703.655741 + Penalty 94491.211284 = -117495212.444457
  nChanged 946
Iteration 92Q (1342.500000 sec): 29 clusters
  Score: Raw -117589797.979246 + Penalty 94491.211284 = -117495306.767961
  nChanged 840
Iteration 93Q (1349.910000 sec): 29 clusters
  Score: Raw -117589872.906237 + Penalty 94491.211284 = -117495381.694953
  nChanged 721
Iteration 94Q (1357.290000 sec): 29 clusters
  Score: Raw -117589937.001479 + Penalty 94491.211284 = -117495445.790195
  nChanged 707
Iteration 95Q (1364.690000 sec): 29 clusters
  Score: Raw -117589998.059168 + Penalty 94491.211284 = -117495506.847884
  nChanged 662
Iteration 96Q (1372.120000 sec): 29 clusters
  Score: Raw -117590050.836933 + Penalty 94491.211284 = -117495559.625648
  nChanged 572
Iteration 97Q (1379.540000 sec): 29 clusters
  Score: Raw -117590097.680638 + Penalty 94491.211284 = -117495606.469354
  nChanged 518
Iteration 98Q (1386.980000 sec): 29 clusters
  Score: Raw -117590134.869576 + Penalty 94491.211284 = -117495643.658291
  nChanged 497
Writing temp clu file 
Because OldScore, -117495606.469354, is greater than current (better) Score,-117495643.658291 
 Compute initial score before splitting:   Score: Raw -117590134.869576 + Penalty 94491.211284 = -117495643.658291
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (1303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.110000 sec): 2 clusters
  Score: Raw -189869.747365 + Penalty 1778.761295 = -188090.986070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.110000 sec): 3 clusters
  Score: Raw -189499.938567 + Penalty 3557.522590 = -185942.415977
  nChanged 364
		SP:Iteration 1F (1387.120000 sec): 3 clusters
  Score: Raw -189838.503375 + Penalty 3557.522590 = -186280.980785
  nChanged 86
		SP:Iteration 2F (1387.130000 sec): 3 clusters
  Score: Raw -189921.097970 + Penalty 3557.522590 = -186363.575380
  nChanged 48
		SP:Iteration 3Q (1387.130000 sec): 3 clusters
  Score: Raw -189972.820468 + Penalty 3557.522590 = -186415.297878
  nChanged 28
		SP:Iteration 4Q (1387.130000 sec): 3 clusters
  Score: Raw -189999.011213 + Penalty 3557.522590 = -186441.488623
  nChanged 21
		SP:Iteration 5Q (1387.140000 sec): 3 clusters
  Score: Raw -190019.040035 + Penalty 3557.522590 = -186461.517445
  nChanged 15
		SP:Iteration 6Q (1387.150000 sec): 3 clusters
  Score: Raw -190037.198032 + Penalty 3557.522590 = -186479.675442
  nChanged 13
		SP:Iteration 7Q (1387.150000 sec): 3 clusters
  Score: Raw -190049.924868 + Penalty 3557.522590 = -186492.402278
  nChanged 8
		SP:Iteration 8Q (1387.150000 sec): 3 clusters
  Score: Raw -190056.912671 + Penalty 3557.522590 = -186499.390081
  nChanged 7
		SP:Iteration 9Q (1387.160000 sec): 3 clusters
  Score: Raw -190064.117087 + Penalty 3557.522590 = -186506.594497
  nChanged 11
		SP:Iteration 10Q (1387.170000 sec): 3 clusters
  Score: Raw -190074.283857 + Penalty 3557.522590 = -186516.761266
  nChanged 7
		SP:Iteration 11Q (1387.170000 sec): 3 clusters
  Score: Raw -190080.536895 + Penalty 3557.522590 = -186523.014305
  nChanged 5
		SP:Iteration 12Q (1387.170000 sec): 3 clusters
  Score: Raw -190085.543397 + Penalty 3557.522590 = -186528.020807
  nChanged 7
		SP:Iteration 13Q (1387.180000 sec): 3 clusters
  Score: Raw -190095.139933 + Penalty 3557.522590 = -186537.617343
  nChanged 11
		SP:Iteration 14Q (1387.190000 sec): 3 clusters
  Score: Raw -190113.360045 + Penalty 3557.522590 = -186555.837454
  nChanged 13
		SP:Iteration 15Q (1387.190000 sec): 3 clusters
  Score: Raw -190128.346708 + Penalty 3557.522590 = -186570.824118
  nChanged 8
		SP:Iteration 16Q (1387.190000 sec): 3 clusters
  Score: Raw -190140.017044 + Penalty 3557.522590 = -186582.494454
  nChanged 16
		SP:Iteration 17Q (1387.200000 sec): 3 clusters
  Score: Raw -190168.485026 + Penalty 3557.522590 = -186610.962436
  nChanged 27
		SP:Iteration 18Q (1387.210000 sec): 3 clusters
  Score: Raw -190220.177614 + Penalty 3557.522590 = -186662.655024
  nChanged 28
		SP:Iteration 19Q (1387.210000 sec): 3 clusters
  Score: Raw -190272.049084 + Penalty 3557.522590 = -186714.526493
  nChanged 28
		SP:Iteration 20F (1387.210000 sec): 3 clusters
  Score: Raw -190325.124876 + Penalty 3557.522590 = -186767.602286
  nChanged 26
		SP:Iteration 21Q (1387.220000 sec): 3 clusters
  Score: Raw -190382.287756 + Penalty 3557.522590 = -186824.765165
  nChanged 34
		SP:Iteration 22Q (1387.230000 sec): 3 clusters
  Score: Raw -190466.451442 + Penalty 3557.522590 = -186908.928852
  nChanged 36
		SP:Iteration 23Q (1387.230000 sec): 3 clusters
  Score: Raw -190535.697299 + Penalty 3557.522590 = -186978.174708
  nChanged 27
		SP:Iteration 24Q (1387.230000 sec): 3 clusters
  Score: Raw -190584.950035 + Penalty 3557.522590 = -187027.427444
  nChanged 34
		SP:Iteration 25Q (1387.240000 sec): 3 clusters
  Score: Raw -190646.957170 + Penalty 3557.522590 = -187089.434579
  nChanged 33
		SP:Iteration 26Q (1387.240000 sec): 3 clusters
  Score: Raw -190739.401991 + Penalty 3557.522590 = -187181.879401
  nChanged 44
		SP:Iteration 27Q (1387.250000 sec): 3 clusters
  Score: Raw -190874.626790 + Penalty 3557.522590 = -187317.104200
  nChanged 58
		SP:Iteration 28Q (1387.250000 sec): 3 clusters
  Score: Raw -191028.914473 + Penalty 3557.522590 = -187471.391883
  nChanged 56
		SP:Iteration 29Q (1387.260000 sec): 3 clusters
  Score: Raw -191237.228230 + Penalty 3557.522590 = -187679.705640
  nChanged 70
		SP:Iteration 30F (1387.260000 sec): 3 clusters
  Score: Raw -191599.045619 + Penalty 3557.522590 = -188041.523028
  nChanged 63
		SP:Iteration 31Q (1387.270000 sec): 3 clusters
  Score: Raw -192004.566554 + Penalty 3557.522590 = -188447.043964
  nChanged 32
		SP:Iteration 32Q (1387.270000 sec): 3 clusters
  Score: Raw -192351.477161 + Penalty 3557.522590 = -188793.954571
  nChanged 6
		SP:Iteration 33Q (1387.270000 sec): 3 clusters
  Score: Raw -192412.185382 + Penalty 3557.522590 = -188854.662792
  nChanged 2
		SP:Iteration 34Q (1387.280000 sec): 3 clusters
  Score: Raw -192418.138025 + Penalty 3557.522590 = -188860.615434
  nChanged 0
		SP:Iteration 35F (1387.280000 sec): 3 clusters
  Score: Raw -192418.138025 + Penalty 3557.522590 = -188860.615434
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 29.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.290000 sec): 2 clusters
  Score: Raw -181238.716590 + Penalty 1764.059243 = -179474.657347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.290000 sec): 3 clusters
  Score: Raw -180948.861045 + Penalty 3528.118486 = -177420.742559
  nChanged 334
		SP:Iteration 1F (1387.300000 sec): 3 clusters
  Score: Raw -181274.710830 + Penalty 3528.118486 = -177746.592344
  nChanged 70
		SP:Iteration 2F (1387.310000 sec): 3 clusters
  Score: Raw -181379.037235 + Penalty 3528.118486 = -177850.918750
  nChanged 38
		SP:Iteration 3Q (1387.310000 sec): 3 clusters
  Score: Raw -181465.133626 + Penalty 3528.118486 = -177937.015140
  nChanged 40
		SP:Iteration 4Q (1387.310000 sec): 3 clusters
  Score: Raw -181538.748813 + Penalty 3528.118486 = -178010.630327
  nChanged 34
		SP:Iteration 5Q (1387.320000 sec): 3 clusters
  Score: Raw -181582.629389 + Penalty 3528.118486 = -178054.510903
  nChanged 29
		SP:Iteration 6Q (1387.330000 sec): 3 clusters
  Score: Raw -181617.175381 + Penalty 3528.118486 = -178089.056895
  nChanged 23
		SP:Iteration 7Q (1387.330000 sec): 3 clusters
  Score: Raw -181646.971327 + Penalty 3528.118486 = -178118.852841
  nChanged 16
		SP:Iteration 8Q (1387.330000 sec): 3 clusters
  Score: Raw -181674.926611 + Penalty 3528.118486 = -178146.808125
  nChanged 24
		SP:Iteration 9Q (1387.340000 sec): 3 clusters
  Score: Raw -181714.363134 + Penalty 3528.118486 = -178186.244648
  nChanged 23
		SP:Iteration 10Q (1387.340000 sec): 3 clusters
  Score: Raw -181744.024096 + Penalty 3528.118486 = -178215.905610
  nChanged 20
		SP:Iteration 11Q (1387.350000 sec): 3 clusters
  Score: Raw -181769.131009 + Penalty 3528.118486 = -178241.012523
  nChanged 17
		SP:Iteration 12Q (1387.350000 sec): 3 clusters
  Score: Raw -181797.693463 + Penalty 3528.118486 = -178269.574977
  nChanged 21
		SP:Iteration 13Q (1387.360000 sec): 3 clusters
  Score: Raw -181824.757306 + Penalty 3528.118486 = -178296.638820
  nChanged 14
		SP:Iteration 14Q (1387.360000 sec): 3 clusters
  Score: Raw -181851.307830 + Penalty 3528.118486 = -178323.189344
  nChanged 16
		SP:Iteration 15Q (1387.370000 sec): 3 clusters
  Score: Raw -181871.053437 + Penalty 3528.118486 = -178342.934951
  nChanged 11
		SP:Iteration 16Q (1387.370000 sec): 3 clusters
  Score: Raw -181883.086884 + Penalty 3528.118486 = -178354.968398
  nChanged 9
		SP:Iteration 17Q (1387.370000 sec): 3 clusters
  Score: Raw -181901.310286 + Penalty 3528.118486 = -178373.191800
  nChanged 11
		SP:Iteration 18Q (1387.380000 sec): 3 clusters
  Score: Raw -181914.367547 + Penalty 3528.118486 = -178386.249061
  nChanged 10
		SP:Iteration 19Q (1387.380000 sec): 3 clusters
  Score: Raw -181925.426423 + Penalty 3528.118486 = -178397.307937
  nChanged 9
		SP:Iteration 20F (1387.390000 sec): 3 clusters
  Score: Raw -181939.280251 + Penalty 3528.118486 = -178411.161765
  nChanged 4
		SP:Iteration 21Q (1387.390000 sec): 3 clusters
  Score: Raw -181945.299972 + Penalty 3528.118486 = -178417.181486
  nChanged 6
		SP:Iteration 22Q (1387.400000 sec): 3 clusters
  Score: Raw -181953.244351 + Penalty 3528.118486 = -178425.125865
  nChanged 6
		SP:Iteration 23Q (1387.400000 sec): 3 clusters
  Score: Raw -181958.056942 + Penalty 3528.118486 = -178429.938456
  nChanged 5
		SP:Iteration 24Q (1387.410000 sec): 3 clusters
  Score: Raw -181964.242981 + Penalty 3528.118486 = -178436.124495
  nChanged 3
		SP:Iteration 25Q (1387.410000 sec): 3 clusters
  Score: Raw -181969.108619 + Penalty 3528.118486 = -178440.990133
  nChanged 3
		SP:Iteration 26Q (1387.410000 sec): 3 clusters
  Score: Raw -181970.989215 + Penalty 3528.118486 = -178442.870729
  nChanged 2
		SP:Iteration 27Q (1387.420000 sec): 3 clusters
  Score: Raw -181972.526174 + Penalty 3528.118486 = -178444.407688
  nChanged 2
		SP:Iteration 28Q (1387.420000 sec): 3 clusters
  Score: Raw -181975.075346 + Penalty 3528.118486 = -178446.956860
  nChanged 2
		SP:Iteration 29Q (1387.430000 sec): 3 clusters
  Score: Raw -181977.244101 + Penalty 3528.118486 = -178449.125615
  nChanged 3
		SP:Iteration 30Q (1387.430000 sec): 3 clusters
  Score: Raw -181981.258141 + Penalty 3528.118486 = -178453.139655
  nChanged 1
		SP:Iteration 31Q (1387.440000 sec): 3 clusters
  Score: Raw -181983.725850 + Penalty 3528.118486 = -178455.607364
  nChanged 2
		SP:Iteration 32Q (1387.440000 sec): 3 clusters
  Score: Raw -181988.164019 + Penalty 3528.118486 = -178460.045533
  nChanged 0
		SP:Iteration 33F (1387.450000 sec): 3 clusters
  Score: Raw -181988.164019 + Penalty 3528.118486 = -178460.045533
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.450000 sec): 2 clusters
  Score: Raw -19657.883103 + Penalty 1261.723891 = -18396.159212
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.450000 sec): 3 clusters
  Score: Raw -20030.423812 + Penalty 2523.447782 = -17506.976030
  nChanged 19
		SP:Iteration 1F (1387.450000 sec): 3 clusters
  Score: Raw -20106.452655 + Penalty 2523.447782 = -17583.004872
  nChanged 1
		SP:Iteration 2Q (1387.450000 sec): 3 clusters
  Score: Raw -20109.585120 + Penalty 2523.447782 = -17586.137338
  nChanged 1
		SP:Iteration 3Q (1387.450000 sec): 3 clusters
  Score: Raw -20111.547756 + Penalty 2523.447782 = -17588.099974
  nChanged 0
		SP:Iteration 4F (1387.450000 sec): 3 clusters
  Score: Raw -20111.547756 + Penalty 2523.447782 = -17588.099974
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (1722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.460000 sec): 2 clusters
  Score: Raw -252801.940712 + Penalty 1847.907938 = -250954.032775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.470000 sec): 3 clusters
  Score: Raw -252197.418165 + Penalty 3695.815876 = -248501.602289
  nChanged 528
		SP:Iteration 1F (1387.470000 sec): 3 clusters
  Score: Raw -252615.265587 + Penalty 3695.815876 = -248919.449711
  nChanged 108
		SP:Iteration 2F (1387.480000 sec): 3 clusters
  Score: Raw -252710.813907 + Penalty 3695.815876 = -249014.998032
  nChanged 66
		SP:Iteration 3Q (1387.490000 sec): 3 clusters
  Score: Raw -252769.012483 + Penalty 3695.815876 = -249073.196607
  nChanged 43
		SP:Iteration 4Q (1387.490000 sec): 3 clusters
  Score: Raw -252811.139535 + Penalty 3695.815876 = -249115.323660
  nChanged 35
		SP:Iteration 5Q (1387.500000 sec): 3 clusters
  Score: Raw -252848.598906 + Penalty 3695.815876 = -249152.783030
  nChanged 30
		SP:Iteration 6Q (1387.510000 sec): 3 clusters
  Score: Raw -252882.185668 + Penalty 3695.815876 = -249186.369792
  nChanged 31
		SP:Iteration 7Q (1387.510000 sec): 3 clusters
  Score: Raw -252905.783035 + Penalty 3695.815876 = -249209.967160
  nChanged 13
		SP:Iteration 8Q (1387.520000 sec): 3 clusters
  Score: Raw -252916.407796 + Penalty 3695.815876 = -249220.591920
  nChanged 7
		SP:Iteration 9Q (1387.530000 sec): 3 clusters
  Score: Raw -252925.394562 + Penalty 3695.815876 = -249229.578687
  nChanged 11
		SP:Iteration 10Q (1387.530000 sec): 3 clusters
  Score: Raw -252935.454040 + Penalty 3695.815876 = -249239.638164
  nChanged 16
		SP:Iteration 11Q (1387.540000 sec): 3 clusters
  Score: Raw -252950.382177 + Penalty 3695.815876 = -249254.566301
  nChanged 12
		SP:Iteration 12Q (1387.550000 sec): 3 clusters
  Score: Raw -252958.858975 + Penalty 3695.815876 = -249263.043099
  nChanged 9
		SP:Iteration 13Q (1387.550000 sec): 3 clusters
  Score: Raw -252966.065100 + Penalty 3695.815876 = -249270.249224
  nChanged 7
		SP:Iteration 14Q (1387.560000 sec): 3 clusters
  Score: Raw -252971.253974 + Penalty 3695.815876 = -249275.438099
  nChanged 9
		SP:Iteration 15Q (1387.570000 sec): 3 clusters
  Score: Raw -252981.353809 + Penalty 3695.815876 = -249285.537933
  nChanged 11
		SP:Iteration 16Q (1387.570000 sec): 3 clusters
  Score: Raw -252990.981509 + Penalty 3695.815876 = -249295.165633
  nChanged 11
		SP:Iteration 17Q (1387.580000 sec): 3 clusters
  Score: Raw -252997.645740 + Penalty 3695.815876 = -249301.829864
  nChanged 8
		SP:Iteration 18Q (1387.590000 sec): 3 clusters
  Score: Raw -253003.991678 + Penalty 3695.815876 = -249308.175802
  nChanged 7
		SP:Iteration 19Q (1387.590000 sec): 3 clusters
  Score: Raw -253009.600149 + Penalty 3695.815876 = -249313.784274
  nChanged 12
		SP:Iteration 20F (1387.600000 sec): 3 clusters
  Score: Raw -253019.782616 + Penalty 3695.815876 = -249323.966740
  nChanged 10
		SP:Iteration 21Q (1387.610000 sec): 3 clusters
  Score: Raw -253030.196745 + Penalty 3695.815876 = -249334.380869
  nChanged 5
		SP:Iteration 22Q (1387.610000 sec): 3 clusters
  Score: Raw -253033.653931 + Penalty 3695.815876 = -249337.838055
  nChanged 6
		SP:Iteration 23Q (1387.620000 sec): 3 clusters
  Score: Raw -253037.052005 + Penalty 3695.815876 = -249341.236129
  nChanged 5
		SP:Iteration 24Q (1387.630000 sec): 3 clusters
  Score: Raw -253039.225459 + Penalty 3695.815876 = -249343.409584
  nChanged 3
		SP:Iteration 25Q (1387.630000 sec): 3 clusters
  Score: Raw -253041.036654 + Penalty 3695.815876 = -249345.220778
  nChanged 1
		SP:Iteration 26Q (1387.640000 sec): 3 clusters
  Score: Raw -253042.384511 + Penalty 3695.815876 = -249346.568635
  nChanged 2
		SP:Iteration 27Q (1387.650000 sec): 3 clusters
  Score: Raw -253045.337257 + Penalty 3695.815876 = -249349.521382
  nChanged 2
		SP:Iteration 28Q (1387.650000 sec): 3 clusters
  Score: Raw -253046.864998 + Penalty 3695.815876 = -249351.049122
  nChanged 3
		SP:Iteration 29Q (1387.660000 sec): 3 clusters
  Score: Raw -253048.162222 + Penalty 3695.815876 = -249352.346346
  nChanged 0
		SP:Iteration 30F (1387.670000 sec): 3 clusters
  Score: Raw -253048.162222 + Penalty 3695.815876 = -249352.346346
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.670000 sec): 2 clusters
  Score: Raw -74732.100178 + Penalty 1557.538168 = -73174.562010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.670000 sec): 3 clusters
  Score: Raw -74765.250823 + Penalty 3115.076336 = -71650.174487
  nChanged 104
		SP:Iteration 1F (1387.680000 sec): 3 clusters
  Score: Raw -75015.226424 + Penalty 3115.076336 = -71900.150088
  nChanged 38
		SP:Iteration 2F (1387.680000 sec): 3 clusters
  Score: Raw -75140.563684 + Penalty 3115.076336 = -72025.487348
  nChanged 28
		SP:Iteration 3F (1387.680000 sec): 3 clusters
  Score: Raw -75269.071244 + Penalty 3115.076336 = -72153.994908
  nChanged 22
		SP:Iteration 4Q (1387.680000 sec): 3 clusters
  Score: Raw -75414.447062 + Penalty 3115.076336 = -72299.370726
  nChanged 16
		SP:Iteration 5Q (1387.690000 sec): 3 clusters
  Score: Raw -75524.450144 + Penalty 3115.076336 = -72409.373808
  nChanged 13
		SP:Iteration 6Q (1387.690000 sec): 3 clusters
  Score: Raw -75574.158085 + Penalty 3115.076336 = -72459.081749
  nChanged 8
		SP:Iteration 7Q (1387.690000 sec): 3 clusters
  Score: Raw -75597.912816 + Penalty 3115.076336 = -72482.836480
  nChanged 6
		SP:Iteration 8Q (1387.690000 sec): 3 clusters
  Score: Raw -75625.671418 + Penalty 3115.076336 = -72510.595082
  nChanged 3
		SP:Iteration 9Q (1387.690000 sec): 3 clusters
  Score: Raw -75637.477559 + Penalty 3115.076336 = -72522.401223
  nChanged 2
		SP:Iteration 10Q (1387.690000 sec): 3 clusters
  Score: Raw -75650.148358 + Penalty 3115.076336 = -72535.072022
  nChanged 1
		SP:Iteration 11Q (1387.690000 sec): 3 clusters
  Score: Raw -75652.201013 + Penalty 3115.076336 = -72537.124677
  nChanged 1
		SP:Iteration 12Q (1387.700000 sec): 3 clusters
  Score: Raw -75653.515292 + Penalty 3115.076336 = -72538.438956
  nChanged 0
		SP:Iteration 13F (1387.700000 sec): 3 clusters
  Score: Raw -75653.515292 + Penalty 3115.076336 = -72538.438956
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.770000 sec): 2 clusters
  Score: Raw -2390839.066219 + Penalty 2420.241833 = -2388418.824387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.830000 sec): 3 clusters
  Score: Raw -2380920.316850 + Penalty 4840.483665 = -2376079.833185
  nChanged 7456
		SP:Iteration 1F (1387.910000 sec): 3 clusters
  Score: Raw -2384977.357231 + Penalty 4840.483665 = -2380136.873565
  nChanged 1113
		SP:Iteration 2F (1387.970000 sec): 3 clusters
  Score: Raw -2385548.319265 + Penalty 4840.483665 = -2380707.835599
  nChanged 1054
		SP:Iteration 3F (1388.050000 sec): 3 clusters
  Score: Raw -2386133.373628 + Penalty 4840.483665 = -2381292.889963
  nChanged 1002
		SP:Iteration 4F (1388.110000 sec): 3 clusters
  Score: Raw -2386717.731660 + Penalty 4840.483665 = -2381877.247994
  nChanged 987
		SP:Iteration 5F (1388.190000 sec): 3 clusters
  Score: Raw -2387319.872669 + Penalty 4840.483665 = -2382479.389003
  nChanged 935
		SP:Iteration 6F (1388.260000 sec): 3 clusters
  Score: Raw -2387922.786038 + Penalty 4840.483665 = -2383082.302372
  nChanged 889
		SP:Iteration 7F (1388.330000 sec): 3 clusters
  Score: Raw -2388493.386732 + Penalty 4840.483665 = -2383652.903066
  nChanged 783
		SP:Iteration 8Q (1388.400000 sec): 3 clusters
  Score: Raw -2388971.319161 + Penalty 4840.483665 = -2384130.835496
  nChanged 673
		SP:Iteration 9Q (1388.470000 sec): 3 clusters
  Score: Raw -2389332.097728 + Penalty 4840.483665 = -2384491.614062
  nChanged 526
		SP:Iteration 10Q (1388.530000 sec): 3 clusters
  Score: Raw -2389548.036670 + Penalty 4840.483665 = -2384707.553004
  nChanged 372
		SP:Iteration 11Q (1388.600000 sec): 3 clusters
  Score: Raw -2389662.046623 + Penalty 4840.483665 = -2384821.562957
  nChanged 259
		SP:Iteration 12Q (1388.670000 sec): 3 clusters
  Score: Raw -2389731.369710 + Penalty 4840.483665 = -2384890.886044
  nChanged 189
		SP:Iteration 13Q (1388.740000 sec): 3 clusters
  Score: Raw -2389775.082432 + Penalty 4840.483665 = -2384934.598767
  nChanged 149
		SP:Iteration 14Q (1388.810000 sec): 3 clusters
  Score: Raw -2389810.192017 + Penalty 4840.483665 = -2384969.708352
  nChanged 136
		SP:Iteration 15Q (1388.870000 sec): 3 clusters
  Score: Raw -2389843.352918 + Penalty 4840.483665 = -2385002.869253
  nChanged 144
		SP:Iteration 16Q (1388.940000 sec): 3 clusters
  Score: Raw -2389874.122006 + Penalty 4840.483665 = -2385033.638341
  nChanged 117
		SP:Iteration 17Q (1389.010000 sec): 3 clusters
  Score: Raw -2389897.679713 + Penalty 4840.483665 = -2385057.196047
  nChanged 111
		SP:Iteration 18Q (1389.080000 sec): 3 clusters
  Score: Raw -2389918.826190 + Penalty 4840.483665 = -2385078.342524
  nChanged 99
		SP:Iteration 19Q (1389.140000 sec): 3 clusters
  Score: Raw -2389936.277049 + Penalty 4840.483665 = -2385095.793383
  nChanged 74
		SP:Iteration 20F (1389.210000 sec): 3 clusters
  Score: Raw -2389949.907647 + Penalty 4840.483665 = -2385109.423982
  nChanged 78
		SP:Iteration 21Q (1389.280000 sec): 3 clusters
  Score: Raw -2389967.380722 + Penalty 4840.483665 = -2385126.897057
  nChanged 95
		SP:Iteration 22Q (1389.350000 sec): 3 clusters
  Score: Raw -2389988.077485 + Penalty 4840.483665 = -2385147.593820
  nChanged 97
		SP:Iteration 23Q (1389.410000 sec): 3 clusters
  Score: Raw -2390008.539236 + Penalty 4840.483665 = -2385168.055571
  nChanged 91
		SP:Iteration 24Q (1389.480000 sec): 3 clusters
  Score: Raw -2390027.267910 + Penalty 4840.483665 = -2385186.784245
  nChanged 88
		SP:Iteration 25Q (1389.550000 sec): 3 clusters
  Score: Raw -2390044.987131 + Penalty 4840.483665 = -2385204.503465
  nChanged 76
		SP:Iteration 26Q (1389.620000 sec): 3 clusters
  Score: Raw -2390061.133324 + Penalty 4840.483665 = -2385220.649658
  nChanged 88
		SP:Iteration 27Q (1389.680000 sec): 3 clusters
  Score: Raw -2390079.859570 + Penalty 4840.483665 = -2385239.375904
  nChanged 87
		SP:Iteration 28Q (1389.750000 sec): 3 clusters
  Score: Raw -2390095.151377 + Penalty 4840.483665 = -2385254.667712
  nChanged 82
		SP:Iteration 29Q (1389.810000 sec): 3 clusters
  Score: Raw -2390110.289886 + Penalty 4840.483665 = -2385269.806221
  nChanged 72
		SP:Iteration 30Q (1389.880000 sec): 3 clusters
  Score: Raw -2390123.836080 + Penalty 4840.483665 = -2385283.352415
  nChanged 76
		SP:Iteration 31Q (1389.950000 sec): 3 clusters
  Score: Raw -2390138.027748 + Penalty 4840.483665 = -2385297.544083
  nChanged 72
		SP:Iteration 32Q (1390.010000 sec): 3 clusters
  Score: Raw -2390151.769153 + Penalty 4840.483665 = -2385311.285488
  nChanged 62
		SP:Iteration 33Q (1390.090000 sec): 3 clusters
  Score: Raw -2390163.417318 + Penalty 4840.483665 = -2385322.933652
  nChanged 61
		SP:Iteration 34Q (1390.150000 sec): 3 clusters
  Score: Raw -2390174.065060 + Penalty 4840.483665 = -2385333.581394
  nChanged 54
		SP:Iteration 35Q (1390.230000 sec): 3 clusters
  Score: Raw -2390180.810446 + Penalty 4840.483665 = -2385340.326780
  nChanged 41
		SP:Iteration 36Q (1390.300000 sec): 3 clusters
  Score: Raw -2390186.463046 + Penalty 4840.483665 = -2385345.979381
  nChanged 45
		SP:Iteration 37Q (1390.370000 sec): 3 clusters
  Score: Raw -2390193.307073 + Penalty 4840.483665 = -2385352.823408
  nChanged 43
		SP:Iteration 38Q (1390.430000 sec): 3 clusters
  Score: Raw -2390199.143659 + Penalty 4840.483665 = -2385358.659994
  nChanged 38
		SP:Iteration 39Q (1390.500000 sec): 3 clusters
  Score: Raw -2390204.645651 + Penalty 4840.483665 = -2385364.161985
  nChanged 38
		SP:Iteration 40F (1390.570000 sec): 3 clusters
  Score: Raw -2390209.927976 + Penalty 4840.483665 = -2385369.444311
  nChanged 32
		SP:Iteration 41Q (1390.640000 sec): 3 clusters
  Score: Raw -2390213.798028 + Penalty 4840.483665 = -2385373.314362
  nChanged 31
		SP:Iteration 42Q (1390.710000 sec): 3 clusters
  Score: Raw -2390217.504390 + Penalty 4840.483665 = -2385377.020725
  nChanged 37
		SP:Iteration 43Q (1390.780000 sec): 3 clusters
  Score: Raw -2390221.767394 + Penalty 4840.483665 = -2385381.283728
  nChanged 28
		SP:Iteration 44Q (1390.850000 sec): 3 clusters
  Score: Raw -2390225.794094 + Penalty 4840.483665 = -2385385.310429
  nChanged 33
		SP:Iteration 45Q (1390.920000 sec): 3 clusters
  Score: Raw -2390231.741895 + Penalty 4840.483665 = -2385391.258229
  nChanged 42
		SP:Iteration 46Q (1390.990000 sec): 3 clusters
  Score: Raw -2390238.967656 + Penalty 4840.483665 = -2385398.483990
  nChanged 34
		SP:Iteration 47Q (1391.060000 sec): 3 clusters
  Score: Raw -2390243.741206 + Penalty 4840.483665 = -2385403.257541
  nChanged 40
		SP:Iteration 48Q (1391.130000 sec): 3 clusters
  Score: Raw -2390251.082021 + Penalty 4840.483665 = -2385410.598355
  nChanged 41
		SP:Iteration 49Q (1391.190000 sec): 3 clusters
  Score: Raw -2390258.005304 + Penalty 4840.483665 = -2385417.521638
  nChanged 42
		SP:Iteration 50Q (1391.260000 sec): 3 clusters
  Score: Raw -2390264.058748 + Penalty 4840.483665 = -2385423.575082
  nChanged 48
		SP:Iteration 51Q (1391.330000 sec): 3 clusters
  Score: Raw -2390271.460172 + Penalty 4840.483665 = -2385430.976506
  nChanged 40
		SP:Iteration 52Q (1391.390000 sec): 3 clusters
  Score: Raw -2390277.159287 + Penalty 4840.483665 = -2385436.675622
  nChanged 36
		SP:Iteration 53Q (1391.460000 sec): 3 clusters
  Score: Raw -2390282.024977 + Penalty 4840.483665 = -2385441.541311
  nChanged 39
		SP:Iteration 54Q (1391.530000 sec): 3 clusters
  Score: Raw -2390288.106479 + Penalty 4840.483665 = -2385447.622813
  nChanged 37
		SP:Iteration 55Q (1391.600000 sec): 3 clusters
  Score: Raw -2390292.615637 + Penalty 4840.483665 = -2385452.131971
  nChanged 29
		SP:Iteration 56Q (1391.670000 sec): 3 clusters
  Score: Raw -2390296.458454 + Penalty 4840.483665 = -2385455.974789
  nChanged 27
		SP:Iteration 57Q (1391.730000 sec): 3 clusters
  Score: Raw -2390299.665157 + Penalty 4840.483665 = -2385459.181491
  nChanged 22
		SP:Iteration 58Q (1391.800000 sec): 3 clusters
  Score: Raw -2390301.885778 + Penalty 4840.483665 = -2385461.402113
  nChanged 15
		SP:Iteration 59Q (1391.870000 sec): 3 clusters
  Score: Raw -2390303.435826 + Penalty 4840.483665 = -2385462.952161
  nChanged 15
		SP:Iteration 60F (1391.930000 sec): 3 clusters
  Score: Raw -2390305.215109 + Penalty 4840.483665 = -2385464.731444
  nChanged 15
		SP:Iteration 61Q (1392.000000 sec): 3 clusters
  Score: Raw -2390306.878635 + Penalty 4840.483665 = -2385466.394970
  nChanged 21
		SP:Iteration 62Q (1392.070000 sec): 3 clusters
  Score: Raw -2390309.268922 + Penalty 4840.483665 = -2385468.785257
  nChanged 22
		SP:Iteration 63Q (1392.130000 sec): 3 clusters
  Score: Raw -2390312.162755 + Penalty 4840.483665 = -2385471.679090
  nChanged 22
		SP:Iteration 64Q (1392.200000 sec): 3 clusters
  Score: Raw -2390314.183551 + Penalty 4840.483665 = -2385473.699885
  nChanged 20
		SP:Iteration 65Q (1392.270000 sec): 3 clusters
  Score: Raw -2390316.041092 + Penalty 4840.483665 = -2385475.557426
  nChanged 20
		SP:Iteration 66Q (1392.330000 sec): 3 clusters
  Score: Raw -2390317.850510 + Penalty 4840.483665 = -2385477.366845
  nChanged 14
		SP:Iteration 67Q (1392.400000 sec): 3 clusters
  Score: Raw -2390319.308549 + Penalty 4840.483665 = -2385478.824883
  nChanged 15
		SP:Iteration 68Q (1392.470000 sec): 3 clusters
  Score: Raw -2390320.417410 + Penalty 4840.483665 = -2385479.933745
  nChanged 11
		SP:Iteration 69Q (1392.540000 sec): 3 clusters
  Score: Raw -2390321.605445 + Penalty 4840.483665 = -2385481.121780
  nChanged 10
		SP:Iteration 70Q (1392.610000 sec): 3 clusters
  Score: Raw -2390323.021065 + Penalty 4840.483665 = -2385482.537400
  nChanged 15
		SP:Iteration 71Q (1392.670000 sec): 3 clusters
  Score: Raw -2390325.155073 + Penalty 4840.483665 = -2385484.671407
  nChanged 23
		SP:Iteration 72Q (1392.740000 sec): 3 clusters
  Score: Raw -2390328.278873 + Penalty 4840.483665 = -2385487.795208
  nChanged 31
		SP:Iteration 73Q (1392.800000 sec): 3 clusters
  Score: Raw -2390332.665312 + Penalty 4840.483665 = -2385492.181646
  nChanged 44
		SP:Iteration 74Q (1392.870000 sec): 3 clusters
  Score: Raw -2390339.636064 + Penalty 4840.483665 = -2385499.152399
  nChanged 50
		SP:Iteration 75Q (1392.940000 sec): 3 clusters
  Score: Raw -2390347.168771 + Penalty 4840.483665 = -2385506.685105
  nChanged 47
		SP:Iteration 76Q (1393.000000 sec): 3 clusters
  Score: Raw -2390354.380578 + Penalty 4840.483665 = -2385513.896913
  nChanged 55
		SP:Iteration 77Q (1393.070000 sec): 3 clusters
  Score: Raw -2390363.303493 + Penalty 4840.483665 = -2385522.819827
  nChanged 56
		SP:Iteration 78Q (1393.140000 sec): 3 clusters
  Score: Raw -2390371.624402 + Penalty 4840.483665 = -2385531.140737
  nChanged 60
		SP:Iteration 79Q (1393.210000 sec): 3 clusters
  Score: Raw -2390381.670565 + Penalty 4840.483665 = -2385541.186899
  nChanged 60
		SP:Iteration 80F (1393.280000 sec): 3 clusters
  Score: Raw -2390393.434924 + Penalty 4840.483665 = -2385552.951258
  nChanged 86
		SP:Iteration 81Q (1393.340000 sec): 3 clusters
  Score: Raw -2390409.737433 + Penalty 4840.483665 = -2385569.253768
  nChanged 87
		SP:Iteration 82Q (1393.410000 sec): 3 clusters
  Score: Raw -2390426.725481 + Penalty 4840.483665 = -2385586.241815
  nChanged 88
		SP:Iteration 83Q (1393.480000 sec): 3 clusters
  Score: Raw -2390443.368880 + Penalty 4840.483665 = -2385602.885215
  nChanged 64
		SP:Iteration 84Q (1393.540000 sec): 3 clusters
  Score: Raw -2390456.772352 + Penalty 4840.483665 = -2385616.288686
  nChanged 69
		SP:Iteration 85Q (1393.610000 sec): 3 clusters
  Score: Raw -2390470.815352 + Penalty 4840.483665 = -2385630.331686
  nChanged 54
		SP:Iteration 86Q (1393.670000 sec): 3 clusters
  Score: Raw -2390479.655954 + Penalty 4840.483665 = -2385639.172289
  nChanged 47
		SP:Iteration 87Q (1393.740000 sec): 3 clusters
  Score: Raw -2390487.099998 + Penalty 4840.483665 = -2385646.616332
  nChanged 43
		SP:Iteration 88Q (1393.810000 sec): 3 clusters
  Score: Raw -2390494.186141 + Penalty 4840.483665 = -2385653.702475
  nChanged 53
		SP:Iteration 89Q (1393.870000 sec): 3 clusters
  Score: Raw -2390504.598099 + Penalty 4840.483665 = -2385664.114434
  nChanged 50
		SP:Iteration 90Q (1393.940000 sec): 3 clusters
  Score: Raw -2390513.982740 + Penalty 4840.483665 = -2385673.499075
  nChanged 54
		SP:Iteration 91Q (1394.010000 sec): 3 clusters
  Score: Raw -2390525.484477 + Penalty 4840.483665 = -2385685.000812
  nChanged 51
		SP:Iteration 92Q (1394.070000 sec): 3 clusters
  Score: Raw -2390534.222279 + Penalty 4840.483665 = -2385693.738614
  nChanged 48
		SP:Iteration 93Q (1394.140000 sec): 3 clusters
  Score: Raw -2390543.205108 + Penalty 4840.483665 = -2385702.721442
  nChanged 54
		SP:Iteration 94Q (1394.210000 sec): 3 clusters
  Score: Raw -2390551.449945 + Penalty 4840.483665 = -2385710.966279
  nChanged 61
		SP:Iteration 95Q (1394.270000 sec): 3 clusters
  Score: Raw -2390561.201465 + Penalty 4840.483665 = -2385720.717799
  nChanged 54
		SP:Iteration 96Q (1394.330000 sec): 3 clusters
  Score: Raw -2390569.298861 + Penalty 4840.483665 = -2385728.815195
  nChanged 45
		SP:Iteration 97Q (1394.400000 sec): 3 clusters
  Score: Raw -2390575.664925 + Penalty 4840.483665 = -2385735.181259
  nChanged 41
		SP:Iteration 98Q (1394.470000 sec): 3 clusters
  Score: Raw -2390580.794318 + Penalty 4840.483665 = -2385740.310652
  nChanged 39
		SP:Iteration 99Q (1394.530000 sec): 3 clusters
  Score: Raw -2390585.723096 + Penalty 4840.483665 = -2385745.239430
  nChanged 28
		SP:Iteration 100F (1394.600000 sec): 3 clusters
  Score: Raw -2390589.052794 + Penalty 4840.483665 = -2385748.569129
  nChanged 26
		SP:Iteration 101Q (1394.670000 sec): 3 clusters
  Score: Raw -2390593.611184 + Penalty 4840.483665 = -2385753.127519
  nChanged 42
		SP:Iteration 102Q (1394.740000 sec): 3 clusters
  Score: Raw -2390602.121208 + Penalty 4840.483665 = -2385761.637543
  nChanged 53
		SP:Iteration 103Q (1394.800000 sec): 3 clusters
  Score: Raw -2390611.321348 + Penalty 4840.483665 = -2385770.837683
  nChanged 56
		SP:Iteration 104Q (1394.870000 sec): 3 clusters
  Score: Raw -2390620.840683 + Penalty 4840.483665 = -2385780.357017
  nChanged 49
		SP:Iteration 105Q (1394.930000 sec): 3 clusters
  Score: Raw -2390628.126224 + Penalty 4840.483665 = -2385787.642558
  nChanged 41
		SP:Iteration 106Q (1395.000000 sec): 3 clusters
  Score: Raw -2390634.124281 + Penalty 4840.483665 = -2385793.640615
  nChanged 38
		SP:Iteration 107Q (1395.070000 sec): 3 clusters
  Score: Raw -2390639.209285 + Penalty 4840.483665 = -2385798.725619
  nChanged 27
		SP:Iteration 108Q (1395.130000 sec): 3 clusters
  Score: Raw -2390642.473042 + Penalty 4840.483665 = -2385801.989377
  nChanged 22
		SP:Iteration 109Q (1395.200000 sec): 3 clusters
  Score: Raw -2390645.310885 + Penalty 4840.483665 = -2385804.827219
  nChanged 27
		SP:Iteration 110Q (1395.270000 sec): 3 clusters
  Score: Raw -2390648.423845 + Penalty 4840.483665 = -2385807.940179
  nChanged 20
		SP:Iteration 111Q (1395.330000 sec): 3 clusters
  Score: Raw -2390650.485546 + Penalty 4840.483665 = -2385810.001880
  nChanged 14
		SP:Iteration 112Q (1395.390000 sec): 3 clusters
  Score: Raw -2390651.742189 + Penalty 4840.483665 = -2385811.258524
  nChanged 11
		SP:Iteration 113Q (1395.460000 sec): 3 clusters
  Score: Raw -2390652.713884 + Penalty 4840.483665 = -2385812.230218
  nChanged 11
		SP:Iteration 114Q (1395.530000 sec): 3 clusters
  Score: Raw -2390654.022556 + Penalty 4840.483665 = -2385813.538890
  nChanged 9
		SP:Iteration 115Q (1395.590000 sec): 3 clusters
  Score: Raw -2390655.220621 + Penalty 4840.483665 = -2385814.736956
  nChanged 16
		SP:Iteration 116Q (1395.660000 sec): 3 clusters
  Score: Raw -2390657.008570 + Penalty 4840.483665 = -2385816.524904
  nChanged 16
		SP:Iteration 117Q (1395.720000 sec): 3 clusters
  Score: Raw -2390658.693336 + Penalty 4840.483665 = -2385818.209670
  nChanged 23
		SP:Iteration 118Q (1395.790000 sec): 3 clusters
  Score: Raw -2390661.710459 + Penalty 4840.483665 = -2385821.226794
  nChanged 37
		SP:Iteration 119Q (1395.850000 sec): 3 clusters
  Score: Raw -2390668.725975 + Penalty 4840.483665 = -2385828.242310
  nChanged 45
		SP:Iteration 120F (1395.920000 sec): 3 clusters
  Score: Raw -2390676.230059 + Penalty 4840.483665 = -2385835.746393
  nChanged 41
		SP:Iteration 121Q (1395.990000 sec): 3 clusters
  Score: Raw -2390682.606235 + Penalty 4840.483665 = -2385842.122569
  nChanged 38
		SP:Iteration 122Q (1396.050000 sec): 3 clusters
  Score: Raw -2390689.076736 + Penalty 4840.483665 = -2385848.593070
  nChanged 51
		SP:Iteration 123Q (1396.120000 sec): 3 clusters
  Score: Raw -2390698.347392 + Penalty 4840.483665 = -2385857.863727
  nChanged 45
		SP:Iteration 124Q (1396.190000 sec): 3 clusters
  Score: Raw -2390707.547016 + Penalty 4840.483665 = -2385867.063351
  nChanged 55
		SP:Iteration 125Q (1396.250000 sec): 3 clusters
  Score: Raw -2390716.555542 + Penalty 4840.483665 = -2385876.071877
  nChanged 50
		SP:Iteration 126Q (1396.310000 sec): 3 clusters
  Score: Raw -2390723.517900 + Penalty 4840.483665 = -2385883.034235
  nChanged 39
		SP:Iteration 127Q (1396.380000 sec): 3 clusters
  Score: Raw -2390728.809282 + Penalty 4840.483665 = -2385888.325616
  nChanged 33
		SP:Iteration 128Q (1396.450000 sec): 3 clusters
  Score: Raw -2390732.266559 + Penalty 4840.483665 = -2385891.782894
  nChanged 22
		SP:Iteration 129Q (1396.510000 sec): 3 clusters
  Score: Raw -2390734.678350 + Penalty 4840.483665 = -2385894.194684
  nChanged 13
		SP:Iteration 130Q (1396.580000 sec): 3 clusters
  Score: Raw -2390736.389783 + Penalty 4840.483665 = -2385895.906117
  nChanged 15
		SP:Iteration 131Q (1396.650000 sec): 3 clusters
  Score: Raw -2390738.113757 + Penalty 4840.483665 = -2385897.630091
  nChanged 12
		SP:Iteration 132Q (1396.710000 sec): 3 clusters
  Score: Raw -2390739.061354 + Penalty 4840.483665 = -2385898.577689
  nChanged 8
		SP:Iteration 133Q (1396.770000 sec): 3 clusters
  Score: Raw -2390739.995961 + Penalty 4840.483665 = -2385899.512296
  nChanged 8
		SP:Iteration 134Q (1396.840000 sec): 3 clusters
  Score: Raw -2390740.620301 + Penalty 4840.483665 = -2385900.136635
  nChanged 6
		SP:Iteration 135Q (1396.910000 sec): 3 clusters
  Score: Raw -2390741.212557 + Penalty 4840.483665 = -2385900.728892
  nChanged 7
		SP:Iteration 136Q (1396.970000 sec): 3 clusters
  Score: Raw -2390741.747810 + Penalty 4840.483665 = -2385901.264144
  nChanged 3
		SP:Iteration 137Q (1397.030000 sec): 3 clusters
  Score: Raw -2390742.003525 + Penalty 4840.483665 = -2385901.519860
  nChanged 3
		SP:Iteration 138Q (1397.100000 sec): 3 clusters
  Score: Raw -2390742.259683 + Penalty 4840.483665 = -2385901.776018
  nChanged 2
		SP:Iteration 139Q (1397.170000 sec): 3 clusters
  Score: Raw -2390742.491834 + Penalty 4840.483665 = -2385902.008169
  nChanged 3
		SP:Iteration 140F (1397.240000 sec): 3 clusters
  Score: Raw -2390742.620840 + Penalty 4840.483665 = -2385902.137174
  nChanged 3
		SP:Iteration 141Q (1397.310000 sec): 3 clusters
  Score: Raw -2390742.936268 + Penalty 4840.483665 = -2385902.452603
  nChanged 7
		SP:Iteration 142Q (1397.380000 sec): 3 clusters
  Score: Raw -2390743.506837 + Penalty 4840.483665 = -2385903.023172
  nChanged 4
		SP:Iteration 143Q (1397.450000 sec): 3 clusters
  Score: Raw -2390743.816186 + Penalty 4840.483665 = -2385903.332521
  nChanged 7
		SP:Iteration 144Q (1397.510000 sec): 3 clusters
  Score: Raw -2390744.387031 + Penalty 4840.483665 = -2385903.903365
  nChanged 3
		SP:Iteration 145Q (1397.580000 sec): 3 clusters
  Score: Raw -2390744.594856 + Penalty 4840.483665 = -2385904.111191
  nChanged 4
		SP:Iteration 146Q (1397.650000 sec): 3 clusters
  Score: Raw -2390744.893778 + Penalty 4840.483665 = -2385904.410113
  nChanged 1
		SP:Iteration 147Q (1397.720000 sec): 3 clusters
  Score: Raw -2390744.962562 + Penalty 4840.483665 = -2385904.478897
  nChanged 3
		SP:Iteration 148Q (1397.780000 sec): 3 clusters
  Score: Raw -2390745.234666 + Penalty 4840.483665 = -2385904.751000
  nChanged 2
		SP:Iteration 149Q (1397.850000 sec): 3 clusters
  Score: Raw -2390745.464360 + Penalty 4840.483665 = -2385904.980694
  nChanged 1
		SP:Iteration 150Q (1397.920000 sec): 3 clusters
  Score: Raw -2390745.569044 + Penalty 4840.483665 = -2385905.085378
  nChanged 2
		SP:Iteration 151Q (1397.990000 sec): 3 clusters
  Score: Raw -2390745.689544 + Penalty 4840.483665 = -2385905.205879
  nChanged 2
		SP:Iteration 152Q (1398.050000 sec): 3 clusters
  Score: Raw -2390745.784966 + Penalty 4840.483665 = -2385905.301301
  nChanged 0
		SP:Iteration 153F (1398.130000 sec): 3 clusters
  Score: Raw -2390745.784966 + Penalty 4840.483665 = -2385905.301301
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1398.160000 sec): 2 clusters
  Score: Raw -1069811.055681 + Penalty 2205.844218 = -1067605.211463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1398.190000 sec): 3 clusters
  Score: Raw -1066013.165850 + Penalty 4411.688435 = -1061601.477414
  nChanged 2971
		SP:Iteration 1F (1398.220000 sec): 3 clusters
  Score: Raw -1067635.668238 + Penalty 4411.688435 = -1063223.979802
  nChanged 527
		SP:Iteration 2F (1398.250000 sec): 3 clusters
  Score: Raw -1067921.261537 + Penalty 4411.688435 = -1063509.573102
  nChanged 416
		SP:Iteration 3F (1398.270000 sec): 3 clusters
  Score: Raw -1068174.624943 + Penalty 4411.688435 = -1063762.936507
  nChanged 388
		SP:Iteration 4F (1398.310000 sec): 3 clusters
  Score: Raw -1068416.927161 + Penalty 4411.688435 = -1064005.238726
  nChanged 347
		SP:Iteration 5Q (1398.330000 sec): 3 clusters
  Score: Raw -1068647.877843 + Penalty 4411.688435 = -1064236.189408
  nChanged 339
		SP:Iteration 6Q (1398.370000 sec): 3 clusters
  Score: Raw -1068863.029773 + Penalty 4411.688435 = -1064451.341338
  nChanged 316
		SP:Iteration 7Q (1398.390000 sec): 3 clusters
  Score: Raw -1069052.208821 + Penalty 4411.688435 = -1064640.520386
  nChanged 267
		SP:Iteration 8Q (1398.420000 sec): 3 clusters
  Score: Raw -1069186.226203 + Penalty 4411.688435 = -1064774.537767
  nChanged 192
		SP:Iteration 9Q (1398.450000 sec): 3 clusters
  Score: Raw -1069273.446119 + Penalty 4411.688435 = -1064861.757683
  nChanged 174
		SP:Iteration 10Q (1398.480000 sec): 3 clusters
  Score: Raw -1069356.823869 + Penalty 4411.688435 = -1064945.135434
  nChanged 148
		SP:Iteration 11Q (1398.510000 sec): 3 clusters
  Score: Raw -1069424.154231 + Penalty 4411.688435 = -1065012.465796
  nChanged 107
		SP:Iteration 12Q (1398.540000 sec): 3 clusters
  Score: Raw -1069472.792632 + Penalty 4411.688435 = -1065061.104197
  nChanged 105
		SP:Iteration 13Q (1398.570000 sec): 3 clusters
  Score: Raw -1069524.620020 + Penalty 4411.688435 = -1065112.931585
  nChanged 94
		SP:Iteration 14Q (1398.600000 sec): 3 clusters
  Score: Raw -1069572.626107 + Penalty 4411.688435 = -1065160.937672
  nChanged 91
		SP:Iteration 15Q (1398.630000 sec): 3 clusters
  Score: Raw -1069614.516290 + Penalty 4411.688435 = -1065202.827855
  nChanged 70
		SP:Iteration 16Q (1398.660000 sec): 3 clusters
  Score: Raw -1069649.288088 + Penalty 4411.688435 = -1065237.599653
  nChanged 73
		SP:Iteration 17Q (1398.690000 sec): 3 clusters
  Score: Raw -1069687.000236 + Penalty 4411.688435 = -1065275.311801
  nChanged 79
		SP:Iteration 18Q (1398.710000 sec): 3 clusters
  Score: Raw -1069725.663951 + Penalty 4411.688435 = -1065313.975516
  nChanged 74
		SP:Iteration 19Q (1398.740000 sec): 3 clusters
  Score: Raw -1069766.414823 + Penalty 4411.688435 = -1065354.726388
  nChanged 76
		SP:Iteration 20F (1398.770000 sec): 3 clusters
  Score: Raw -1069801.787449 + Penalty 4411.688435 = -1065390.099014
  nChanged 59
		SP:Iteration 21Q (1398.800000 sec): 3 clusters
  Score: Raw -1069834.189748 + Penalty 4411.688435 = -1065422.501312
  nChanged 63
		SP:Iteration 22Q (1398.830000 sec): 3 clusters
  Score: Raw -1069870.757042 + Penalty 4411.688435 = -1065459.068606
  nChanged 55
		SP:Iteration 23Q (1398.850000 sec): 3 clusters
  Score: Raw -1069902.938228 + Penalty 4411.688435 = -1065491.249793
  nChanged 53
		SP:Iteration 24Q (1398.880000 sec): 3 clusters
  Score: Raw -1069935.439916 + Penalty 4411.688435 = -1065523.751480
  nChanged 55
		SP:Iteration 25Q (1398.910000 sec): 3 clusters
  Score: Raw -1069974.632091 + Penalty 4411.688435 = -1065562.943656
  nChanged 56
		SP:Iteration 26Q (1398.930000 sec): 3 clusters
  Score: Raw -1070021.470363 + Penalty 4411.688435 = -1065609.781927
  nChanged 62
		SP:Iteration 27Q (1398.960000 sec): 3 clusters
  Score: Raw -1070087.691772 + Penalty 4411.688435 = -1065676.003336
  nChanged 60
		SP:Iteration 28Q (1398.990000 sec): 3 clusters
  Score: Raw -1070132.414826 + Penalty 4411.688435 = -1065720.726391
  nChanged 55
		SP:Iteration 29Q (1399.010000 sec): 3 clusters
  Score: Raw -1070171.389786 + Penalty 4411.688435 = -1065759.701351
  nChanged 41
		SP:Iteration 30Q (1399.040000 sec): 3 clusters
  Score: Raw -1070194.522452 + Penalty 4411.688435 = -1065782.834017
  nChanged 35
		SP:Iteration 31Q (1399.060000 sec): 3 clusters
  Score: Raw -1070220.137484 + Penalty 4411.688435 = -1065808.449049
  nChanged 26
		SP:Iteration 32Q (1399.090000 sec): 3 clusters
  Score: Raw -1070237.309538 + Penalty 4411.688435 = -1065825.621103
  nChanged 22
		SP:Iteration 33Q (1399.110000 sec): 3 clusters
  Score: Raw -1070249.622369 + Penalty 4411.688435 = -1065837.933934
  nChanged 25
		SP:Iteration 34Q (1399.130000 sec): 3 clusters
  Score: Raw -1070264.627783 + Penalty 4411.688435 = -1065852.939348
  nChanged 15
		SP:Iteration 35Q (1399.160000 sec): 3 clusters
  Score: Raw -1070274.489048 + Penalty 4411.688435 = -1065862.800612
  nChanged 21
		SP:Iteration 36Q (1399.180000 sec): 3 clusters
  Score: Raw -1070289.354758 + Penalty 4411.688435 = -1065877.666322
  nChanged 14
		SP:Iteration 37Q (1399.210000 sec): 3 clusters
  Score: Raw -1070295.756439 + Penalty 4411.688435 = -1065884.068004
  nChanged 12
		SP:Iteration 38Q (1399.230000 sec): 3 clusters
  Score: Raw -1070301.206926 + Penalty 4411.688435 = -1065889.518491
  nChanged 14
		SP:Iteration 39Q (1399.250000 sec): 3 clusters
  Score: Raw -1070306.614211 + Penalty 4411.688435 = -1065894.925775
  nChanged 12
		SP:Iteration 40F (1399.280000 sec): 3 clusters
  Score: Raw -1070310.999791 + Penalty 4411.688435 = -1065899.311356
  nChanged 6
		SP:Iteration 41Q (1399.310000 sec): 3 clusters
  Score: Raw -1070314.035361 + Penalty 4411.688435 = -1065902.346925
  nChanged 9
		SP:Iteration 42Q (1399.330000 sec): 3 clusters
  Score: Raw -1070319.100690 + Penalty 4411.688435 = -1065907.412254
  nChanged 11
		SP:Iteration 43Q (1399.350000 sec): 3 clusters
  Score: Raw -1070324.107993 + Penalty 4411.688435 = -1065912.419558
  nChanged 7
		SP:Iteration 44Q (1399.380000 sec): 3 clusters
  Score: Raw -1070328.568632 + Penalty 4411.688435 = -1065916.880196
  nChanged 6
		SP:Iteration 45Q (1399.400000 sec): 3 clusters
  Score: Raw -1070332.856731 + Penalty 4411.688435 = -1065921.168295
  nChanged 11
		SP:Iteration 46Q (1399.430000 sec): 3 clusters
  Score: Raw -1070340.854692 + Penalty 4411.688435 = -1065929.166257
  nChanged 17
		SP:Iteration 47Q (1399.450000 sec): 3 clusters
  Score: Raw -1070351.140235 + Penalty 4411.688435 = -1065939.451800
  nChanged 18
		SP:Iteration 48Q (1399.470000 sec): 3 clusters
  Score: Raw -1070358.707690 + Penalty 4411.688435 = -1065947.019255
  nChanged 9
		SP:Iteration 49Q (1399.500000 sec): 3 clusters
  Score: Raw -1070364.017563 + Penalty 4411.688435 = -1065952.329127
  nChanged 8
		SP:Iteration 50Q (1399.520000 sec): 3 clusters
  Score: Raw -1070368.227487 + Penalty 4411.688435 = -1065956.539052
  nChanged 8
		SP:Iteration 51Q (1399.540000 sec): 3 clusters
  Score: Raw -1070372.173405 + Penalty 4411.688435 = -1065960.484969
  nChanged 5
		SP:Iteration 52Q (1399.570000 sec): 3 clusters
  Score: Raw -1070374.169181 + Penalty 4411.688435 = -1065962.480745
  nChanged 3
		SP:Iteration 53Q (1399.590000 sec): 3 clusters
  Score: Raw -1070375.278623 + Penalty 4411.688435 = -1065963.590188
  nChanged 3
		SP:Iteration 54Q (1399.610000 sec): 3 clusters
  Score: Raw -1070376.795834 + Penalty 4411.688435 = -1065965.107399
  nChanged 4
		SP:Iteration 55Q (1399.640000 sec): 3 clusters
  Score: Raw -1070378.662887 + Penalty 4411.688435 = -1065966.974451
  nChanged 6
		SP:Iteration 56Q (1399.660000 sec): 3 clusters
  Score: Raw -1070382.030517 + Penalty 4411.688435 = -1065970.342081
  nChanged 5
		SP:Iteration 57Q (1399.680000 sec): 3 clusters
  Score: Raw -1070384.314597 + Penalty 4411.688435 = -1065972.626162
  nChanged 5
		SP:Iteration 58Q (1399.710000 sec): 3 clusters
  Score: Raw -1070386.288859 + Penalty 4411.688435 = -1065974.600423
  nChanged 2
		SP:Iteration 59Q (1399.730000 sec): 3 clusters
  Score: Raw -1070387.576103 + Penalty 4411.688435 = -1065975.887667
  nChanged 4
		SP:Iteration 60F (1399.760000 sec): 3 clusters
  Score: Raw -1070388.883792 + Penalty 4411.688435 = -1065977.195357
  nChanged 2
		SP:Iteration 61Q (1399.780000 sec): 3 clusters
  Score: Raw -1070389.738426 + Penalty 4411.688435 = -1065978.049990
  nChanged 0
		SP:Iteration 62F (1399.810000 sec): 3 clusters
  Score: Raw -1070389.738426 + Penalty 4411.688435 = -1065978.049990
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (114663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1400.220000 sec): 2 clusters
  Score: Raw -17118507.355092 + Penalty 2889.138662 = -17115618.216430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1400.680000 sec): 3 clusters
  Score: Raw -17044602.106327 + Penalty 5778.277325 = -17038823.829002
  nChanged 54488
		SP:Iteration 1F (1401.130000 sec): 3 clusters
  Score: Raw -17075767.150182 + Penalty 5778.277325 = -17069988.872858
  nChanged 3489
		SP:Iteration 2Q (1401.590000 sec): 3 clusters
  Score: Raw -17076640.540603 + Penalty 5778.277325 = -17070862.263278
  nChanged 3861
		SP:Iteration 3Q (1402.050000 sec): 3 clusters
  Score: Raw -17078075.021595 + Penalty 5778.277325 = -17072296.744270
  nChanged 5047
		SP:Iteration 4Q (1402.520000 sec): 3 clusters
  Score: Raw -17080943.526094 + Penalty 5778.277325 = -17075165.248769
  nChanged 6847
		SP:Iteration 5F (1402.980000 sec): 3 clusters
  Score: Raw -17086112.586224 + Penalty 5778.277325 = -17080334.308900
  nChanged 8752
		SP:Iteration 6F (1403.430000 sec): 3 clusters
  Score: Raw -17093191.280684 + Penalty 5778.277325 = -17087413.003359
  nChanged 9301
		SP:Iteration 7F (1403.880000 sec): 3 clusters
  Score: Raw -17100161.462742 + Penalty 5778.277325 = -17094383.185418
  nChanged 8189
		SP:Iteration 8F (1404.330000 sec): 3 clusters
  Score: Raw -17105369.600975 + Penalty 5778.277325 = -17099591.323651
  nChanged 6347
		SP:Iteration 9F (1404.800000 sec): 3 clusters
  Score: Raw -17108615.194197 + Penalty 5778.277325 = -17102836.916872
  nChanged 4670
		SP:Iteration 10Q (1405.270000 sec): 3 clusters
  Score: Raw -17110836.283182 + Penalty 5778.277325 = -17105058.005858
  nChanged 3856
		SP:Iteration 11Q (1405.730000 sec): 3 clusters
  Score: Raw -17112629.279441 + Penalty 5778.277325 = -17106851.002116
  nChanged 3474
		SP:Iteration 12Q (1406.170000 sec): 3 clusters
  Score: Raw -17114089.796124 + Penalty 5778.277325 = -17108311.518799
  nChanged 3163
		SP:Iteration 13Q (1406.620000 sec): 3 clusters
  Score: Raw -17115291.143718 + Penalty 5778.277325 = -17109512.866394
  nChanged 2991
		SP:Iteration 14Q (1407.060000 sec): 3 clusters
  Score: Raw -17116370.013461 + Penalty 5778.277325 = -17110591.736136
  nChanged 2659
		SP:Iteration 15Q (1407.490000 sec): 3 clusters
  Score: Raw -17117226.232472 + Penalty 5778.277325 = -17111447.955148
  nChanged 2416
		SP:Iteration 16Q (1407.930000 sec): 3 clusters
  Score: Raw -17117942.529289 + Penalty 5778.277325 = -17112164.251964
  nChanged 2177
		SP:Iteration 17Q (1408.350000 sec): 3 clusters
  Score: Raw -17118519.106902 + Penalty 5778.277325 = -17112740.829577
  nChanged 1905
		SP:Iteration 18Q (1408.770000 sec): 3 clusters
  Score: Raw -17118994.089170 + Penalty 5778.277325 = -17113215.811846
  nChanged 1704
		SP:Iteration 19Q (1409.190000 sec): 3 clusters
  Score: Raw -17119383.970015 + Penalty 5778.277325 = -17113605.692690
  nChanged 1481
		SP:Iteration 20F (1409.650000 sec): 3 clusters
  Score: Raw -17119681.837907 + Penalty 5778.277325 = -17113903.560583
  nChanged 1279
		SP:Iteration 21Q (1410.070000 sec): 3 clusters
  Score: Raw -17119916.029583 + Penalty 5778.277325 = -17114137.752258
  nChanged 1100
		SP:Iteration 22Q (1410.480000 sec): 3 clusters
  Score: Raw -17120104.762380 + Penalty 5778.277325 = -17114326.485055
  nChanged 986
		SP:Iteration 23Q (1410.890000 sec): 3 clusters
  Score: Raw -17120256.948918 + Penalty 5778.277325 = -17114478.671594
  nChanged 872
		SP:Iteration 24Q (1411.300000 sec): 3 clusters
  Score: Raw -17120389.771128 + Penalty 5778.277325 = -17114611.493804
  nChanged 803
		SP:Iteration 25Q (1411.700000 sec): 3 clusters
  Score: Raw -17120510.461969 + Penalty 5778.277325 = -17114732.184644
  nChanged 766
		SP:Iteration 26Q (1412.110000 sec): 3 clusters
  Score: Raw -17120623.014010 + Penalty 5778.277325 = -17114844.736685
  nChanged 666
		SP:Iteration 27Q (1412.530000 sec): 3 clusters
  Score: Raw -17120714.739840 + Penalty 5778.277325 = -17114936.462515
  nChanged 591
		SP:Iteration 28Q (1412.940000 sec): 3 clusters
  Score: Raw -17120789.717265 + Penalty 5778.277325 = -17115011.439941
  nChanged 551
		SP:Iteration 29Q (1413.340000 sec): 3 clusters
  Score: Raw -17120858.355031 + Penalty 5778.277325 = -17115080.077707
  nChanged 538
		SP:Iteration 30Q (1413.740000 sec): 3 clusters
  Score: Raw -17120924.762814 + Penalty 5778.277325 = -17115146.485489
  nChanged 512
		SP:Iteration 31Q (1414.130000 sec): 3 clusters
  Score: Raw -17120985.881841 + Penalty 5778.277325 = -17115207.604517
  nChanged 463
		SP:Iteration 32Q (1414.530000 sec): 3 clusters
  Score: Raw -17121035.855414 + Penalty 5778.277325 = -17115257.578090
  nChanged 371
		SP:Iteration 33Q (1414.920000 sec): 3 clusters
  Score: Raw -17121071.803879 + Penalty 5778.277325 = -17115293.526555
  nChanged 371
		SP:Iteration 34Q (1415.290000 sec): 3 clusters
  Score: Raw -17121110.016766 + Penalty 5778.277325 = -17115331.739441
  nChanged 396
		SP:Iteration 35Q (1415.660000 sec): 3 clusters
  Score: Raw -17121149.897544 + Penalty 5778.277325 = -17115371.620219
  nChanged 376
		SP:Iteration 36Q (1416.030000 sec): 3 clusters
  Score: Raw -17121185.340100 + Penalty 5778.277325 = -17115407.062775
  nChanged 323
		SP:Iteration 37Q (1416.400000 sec): 3 clusters
  Score: Raw -17121212.990342 + Penalty 5778.277325 = -17115434.713018
  nChanged 279
		SP:Iteration 38Q (1416.780000 sec): 3 clusters
  Score: Raw -17121234.978962 + Penalty 5778.277325 = -17115456.701637
  nChanged 268
		SP:Iteration 39Q (1417.140000 sec): 3 clusters
  Score: Raw -17121255.164318 + Penalty 5778.277325 = -17115476.886994
  nChanged 250
		SP:Iteration 40F (1417.570000 sec): 3 clusters
  Score: Raw -17121273.877165 + Penalty 5778.277325 = -17115495.599841
  nChanged 234
		SP:Iteration 41Q (1417.940000 sec): 3 clusters
  Score: Raw -17121291.172697 + Penalty 5778.277325 = -17115512.895372
  nChanged 190
		SP:Iteration 42Q (1418.310000 sec): 3 clusters
  Score: Raw -17121303.220723 + Penalty 5778.277325 = -17115524.943398
  nChanged 171
		SP:Iteration 43Q (1418.680000 sec): 3 clusters
  Score: Raw -17121313.880513 + Penalty 5778.277325 = -17115535.603188
  nChanged 171
		SP:Iteration 44Q (1419.040000 sec): 3 clusters
  Score: Raw -17121324.609908 + Penalty 5778.277325 = -17115546.332584
  nChanged 156
		SP:Iteration 45Q (1419.400000 sec): 3 clusters
  Score: Raw -17121333.081222 + Penalty 5778.277325 = -17115554.803898
  nChanged 130
		SP:Iteration 46Q (1419.770000 sec): 3 clusters
  Score: Raw -17121339.641746 + Penalty 5778.277325 = -17115561.364422
  nChanged 115
		SP:Iteration 47Q (1420.130000 sec): 3 clusters
  Score: Raw -17121347.288161 + Penalty 5778.277325 = -17115569.010836
  nChanged 135
		SP:Iteration 48Q (1420.500000 sec): 3 clusters
  Score: Raw -17121355.631877 + Penalty 5778.277325 = -17115577.354552
  nChanged 129
		SP:Iteration 49Q (1420.860000 sec): 3 clusters
  Score: Raw -17121363.084651 + Penalty 5778.277325 = -17115584.807327
  nChanged 132
		SP:Iteration 50Q (1421.230000 sec): 3 clusters
  Score: Raw -17121371.119482 + Penalty 5778.277325 = -17115592.842157
  nChanged 119
		SP:Iteration 51Q (1421.590000 sec): 3 clusters
  Score: Raw -17121378.598283 + Penalty 5778.277325 = -17115600.320958
  nChanged 122
		SP:Iteration 52Q (1421.960000 sec): 3 clusters
  Score: Raw -17121385.529663 + Penalty 5778.277325 = -17115607.252339
  nChanged 105
		SP:Iteration 53Q (1422.320000 sec): 3 clusters
  Score: Raw -17121391.559976 + Penalty 5778.277325 = -17115613.282652
  nChanged 81
		SP:Iteration 54Q (1422.680000 sec): 3 clusters
  Score: Raw -17121396.380420 + Penalty 5778.277325 = -17115618.103095
  nChanged 82
		SP:Iteration 55Q (1423.040000 sec): 3 clusters
  Score: Raw -17121400.895815 + Penalty 5778.277325 = -17115622.618490
  nChanged 82
		SP:Iteration 56Q (1423.410000 sec): 3 clusters
  Score: Raw -17121404.904111 + Penalty 5778.277325 = -17115626.626786
  nChanged 70
		SP:Iteration 57Q (1423.770000 sec): 3 clusters
  Score: Raw -17121407.744750 + Penalty 5778.277325 = -17115629.467426
  nChanged 64
		SP:Iteration 58Q (1424.140000 sec): 3 clusters
  Score: Raw -17121410.686414 + Penalty 5778.277325 = -17115632.409089
  nChanged 58
		SP:Iteration 59Q (1424.500000 sec): 3 clusters
  Score: Raw -17121413.674842 + Penalty 5778.277325 = -17115635.397517
  nChanged 63
		SP:Iteration 60F (1424.930000 sec): 3 clusters
  Score: Raw -17121417.307594 + Penalty 5778.277325 = -17115639.030269
  nChanged 63
		SP:Iteration 61Q (1425.290000 sec): 3 clusters
  Score: Raw -17121420.809458 + Penalty 5778.277325 = -17115642.532133
  nChanged 67
		SP:Iteration 62Q (1425.650000 sec): 3 clusters
  Score: Raw -17121424.545507 + Penalty 5778.277325 = -17115646.268183
  nChanged 59
		SP:Iteration 63Q (1426.020000 sec): 3 clusters
  Score: Raw -17121427.542469 + Penalty 5778.277325 = -17115649.265144
  nChanged 50
		SP:Iteration 64Q (1426.380000 sec): 3 clusters
  Score: Raw -17121430.191868 + Penalty 5778.277325 = -17115651.914543
  nChanged 56
		SP:Iteration 65Q (1426.740000 sec): 3 clusters
  Score: Raw -17121432.852649 + Penalty 5778.277325 = -17115654.575324
  nChanged 65
		SP:Iteration 66Q (1427.100000 sec): 3 clusters
  Score: Raw -17121436.140022 + Penalty 5778.277325 = -17115657.862697
  nChanged 55
		SP:Iteration 67Q (1427.500000 sec): 3 clusters
  Score: Raw -17121439.071068 + Penalty 5778.277325 = -17115660.793744
  nChanged 60
		SP:Iteration 68Q (1427.890000 sec): 3 clusters
  Score: Raw -17121442.316846 + Penalty 5778.277325 = -17115664.039521
  nChanged 66
		SP:Iteration 69Q (1428.280000 sec): 3 clusters
  Score: Raw -17121445.707181 + Penalty 5778.277325 = -17115667.429856
  nChanged 57
		SP:Iteration 70Q (1428.660000 sec): 3 clusters
  Score: Raw -17121448.287208 + Penalty 5778.277325 = -17115670.009883
  nChanged 49
		SP:Iteration 71Q (1429.050000 sec): 3 clusters
  Score: Raw -17121450.498311 + Penalty 5778.277325 = -17115672.220986
  nChanged 45
		SP:Iteration 72Q (1429.440000 sec): 3 clusters
  Score: Raw -17121452.217879 + Penalty 5778.277325 = -17115673.940554
  nChanged 30
		SP:Iteration 73Q (1429.830000 sec): 3 clusters
  Score: Raw -17121453.263918 + Penalty 5778.277325 = -17115674.986593
  nChanged 17
		SP:Iteration 74Q (1430.220000 sec): 3 clusters
  Score: Raw -17121453.854281 + Penalty 5778.277325 = -17115675.576956
  nChanged 15
		SP:Iteration 75Q (1430.600000 sec): 3 clusters
  Score: Raw -17121454.371641 + Penalty 5778.277325 = -17115676.094316
  nChanged 17
		SP:Iteration 76Q (1431.000000 sec): 3 clusters
  Score: Raw -17121454.929969 + Penalty 5778.277325 = -17115676.652644
  nChanged 13
		SP:Iteration 77Q (1431.390000 sec): 3 clusters
  Score: Raw -17121455.415715 + Penalty 5778.277325 = -17115677.138390
  nChanged 16
		SP:Iteration 78Q (1431.770000 sec): 3 clusters
  Score: Raw -17121455.968497 + Penalty 5778.277325 = -17115677.691172
  nChanged 10
		SP:Iteration 79Q (1432.150000 sec): 3 clusters
  Score: Raw -17121456.255331 + Penalty 5778.277325 = -17115677.978007
  nChanged 12
		SP:Iteration 80F (1432.610000 sec): 3 clusters
  Score: Raw -17121456.604990 + Penalty 5778.277325 = -17115678.327665
  nChanged 6
		SP:Iteration 81Q (1432.990000 sec): 3 clusters
  Score: Raw -17121456.750669 + Penalty 5778.277325 = -17115678.473345
  nChanged 8
		SP:Iteration 82Q (1433.350000 sec): 3 clusters
  Score: Raw -17121457.038502 + Penalty 5778.277325 = -17115678.761178
  nChanged 10
		SP:Iteration 83Q (1433.700000 sec): 3 clusters
  Score: Raw -17121457.332722 + Penalty 5778.277325 = -17115679.055397
  nChanged 9
		SP:Iteration 84Q (1434.060000 sec): 3 clusters
  Score: Raw -17121457.616549 + Penalty 5778.277325 = -17115679.339225
  nChanged 5
		SP:Iteration 85Q (1434.420000 sec): 3 clusters
  Score: Raw -17121457.745839 + Penalty 5778.277325 = -17115679.468514
  nChanged 3
		SP:Iteration 86Q (1434.780000 sec): 3 clusters
  Score: Raw -17121457.817780 + Penalty 5778.277325 = -17115679.540455
  nChanged 5
		SP:Iteration 87Q (1435.140000 sec): 3 clusters
  Score: Raw -17121457.911559 + Penalty 5778.277325 = -17115679.634235
  nChanged 3
		SP:Iteration 88Q (1435.500000 sec): 3 clusters
  Score: Raw -17121457.993297 + Penalty 5778.277325 = -17115679.715973
  nChanged 4
		SP:Iteration 89Q (1435.870000 sec): 3 clusters
  Score: Raw -17121458.123015 + Penalty 5778.277325 = -17115679.845690
  nChanged 2
		SP:Iteration 90Q (1436.260000 sec): 3 clusters
  Score: Raw -17121458.182298 + Penalty 5778.277325 = -17115679.904973
  nChanged 2
		SP:Iteration 91Q (1436.650000 sec): 3 clusters
  Score: Raw -17121458.217123 + Penalty 5778.277325 = -17115679.939799
  nChanged 2
		SP:Iteration 92Q (1437.040000 sec): 3 clusters
  Score: Raw -17121458.244876 + Penalty 5778.277325 = -17115679.967552
  nChanged 2
		SP:Iteration 93Q (1437.420000 sec): 3 clusters
  Score: Raw -17121458.308843 + Penalty 5778.277325 = -17115680.031518
  nChanged 4
		SP:Iteration 94Q (1437.810000 sec): 3 clusters
  Score: Raw -17121458.407222 + Penalty 5778.277325 = -17115680.129897
  nChanged 0
		SP:Iteration 95F (1438.280000 sec): 3 clusters
  Score: Raw -17121458.407222 + Penalty 5778.277325 = -17115680.129897
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 30.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1438.330000 sec): 2 clusters
  Score: Raw -50292.930454 + Penalty 1520.004452 = -48772.926002
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1438.330000 sec): 3 clusters
  Score: Raw -50672.929926 + Penalty 3040.008904 = -47632.921022
  nChanged 127
		SP:Iteration 1F (1438.330000 sec): 3 clusters
  Score: Raw -51278.074469 + Penalty 3040.008904 = -48238.065565
  nChanged 66
		SP:Iteration 2F (1438.340000 sec): 3 clusters
  Score: Raw -51917.642844 + Penalty 3040.008904 = -48877.633939
  nChanged 24
		SP:Iteration 3F (1438.340000 sec): 3 clusters
  Score: Raw -52251.642886 + Penalty 3040.008904 = -49211.633982
  nChanged 21
		SP:Iteration 4Q (1438.340000 sec): 3 clusters
  Score: Raw -52407.297062 + Penalty 3040.008904 = -49367.288158
  nChanged 8
		SP:Iteration 5Q (1438.340000 sec): 3 clusters
  Score: Raw -52475.336299 + Penalty 3040.008904 = -49435.327395
  nChanged 2
		SP:Iteration 6Q (1438.340000 sec): 3 clusters
  Score: Raw -52490.649350 + Penalty 3040.008904 = -49450.640446
  nChanged 3
		SP:Iteration 7Q (1438.340000 sec): 3 clusters
  Score: Raw -52517.125413 + Penalty 3040.008904 = -49477.116508
  nChanged 2
		SP:Iteration 8Q (1438.340000 sec): 3 clusters
  Score: Raw -52525.957374 + Penalty 3040.008904 = -49485.948470
  nChanged 1
		SP:Iteration 9Q (1438.340000 sec): 3 clusters
  Score: Raw -52529.723098 + Penalty 3040.008904 = -49489.714194
  nChanged 0
		SP:Iteration 10F (1438.350000 sec): 3 clusters
  Score: Raw -52541.156438 + Penalty 3040.008904 = -49501.147534
  nChanged 2
		SP:Iteration 11Q (1438.350000 sec): 3 clusters
  Score: Raw -52589.719098 + Penalty 3040.008904 = -49549.710194
  nChanged 3
		SP:Iteration 12Q (1438.350000 sec): 3 clusters
  Score: Raw -52622.588928 + Penalty 3040.008904 = -49582.580024
  nChanged 8
		SP:Iteration 13Q (1438.350000 sec): 3 clusters
  Score: Raw -52672.955956 + Penalty 3040.008904 = -49632.947052
  nChanged 3
		SP:Iteration 14Q (1438.350000 sec): 3 clusters
  Score: Raw -52714.795883 + Penalty 3040.008904 = -49674.786978
  nChanged 4
		SP:Iteration 15Q (1438.360000 sec): 3 clusters
  Score: Raw -52888.056270 + Penalty 3040.008904 = -49848.047366
  nChanged 5
		SP:Iteration 16Q (1438.360000 sec): 3 clusters
  Score: Raw -52923.501324 + Penalty 3040.008904 = -49883.492420
  nChanged 0
		SP:Iteration 17F (1438.360000 sec): 3 clusters
  Score: Raw -52923.501324 + Penalty 3040.008904 = -49883.492420
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 31.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (262174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1439.310000 sec): 2 clusters
  Score: Raw -38793705.361921 + Penalty 3094.237394 = -38790611.124527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1440.390000 sec): 3 clusters
  Score: Raw -38620334.972427 + Penalty 6188.474787 = -38614146.497640
  nChanged 126627
		SP:Iteration 1F (1441.460000 sec): 3 clusters
  Score: Raw -38695478.416244 + Penalty 6188.474787 = -38689289.941456
  nChanged 6752
		SP:Iteration 2Q (1442.540000 sec): 3 clusters
  Score: Raw -38696935.460427 + Penalty 6188.474787 = -38690746.985640
  nChanged 8206
		SP:Iteration 3Q (1443.630000 sec): 3 clusters
  Score: Raw -38699329.709818 + Penalty 6188.474787 = -38693141.235030
  nChanged 11080
		SP:Iteration 4Q (1444.710000 sec): 3 clusters
  Score: Raw -38703882.107487 + Penalty 6188.474787 = -38697693.632699
  nChanged 15473
		SP:Iteration 5F (1445.770000 sec): 3 clusters
  Score: Raw -38712638.403849 + Penalty 6188.474787 = -38706449.929062
  nChanged 20621
		SP:Iteration 6F (1446.820000 sec): 3 clusters
  Score: Raw -38728001.176607 + Penalty 6188.474787 = -38721812.701819
  nChanged 24231
		SP:Iteration 7F (1447.880000 sec): 3 clusters
  Score: Raw -38750103.067854 + Penalty 6188.474787 = -38743914.593066
  nChanged 22115
		SP:Iteration 8F (1448.920000 sec): 3 clusters
  Score: Raw -38772376.786330 + Penalty 6188.474787 = -38766188.311542
  nChanged 13996
		SP:Iteration 9F (1449.970000 sec): 3 clusters
  Score: Raw -38786355.726441 + Penalty 6188.474787 = -38780167.251654
  nChanged 5728
		SP:Iteration 10Q (1450.900000 sec): 3 clusters
  Score: Raw -38791751.836795 + Penalty 6188.474787 = -38785563.362008
  nChanged 1696
		SP:Iteration 11Q (1451.730000 sec): 3 clusters
  Score: Raw -38793290.440380 + Penalty 6188.474787 = -38787101.965593
  nChanged 403
		SP:Iteration 12Q (1452.500000 sec): 3 clusters
  Score: Raw -38793715.473609 + Penalty 6188.474787 = -38787526.998822
  nChanged 112
		SP:Iteration 13Q (1453.250000 sec): 3 clusters
  Score: Raw -38793885.687462 + Penalty 6188.474787 = -38787697.212674
  nChanged 51
		SP:Iteration 14Q (1453.990000 sec): 3 clusters
  Score: Raw -38793952.337011 + Penalty 6188.474787 = -38787763.862223
  nChanged 18
		SP:Iteration 15Q (1454.720000 sec): 3 clusters
  Score: Raw -38793975.546756 + Penalty 6188.474787 = -38787787.071968
  nChanged 9
		SP:Iteration 16Q (1455.460000 sec): 3 clusters
  Score: Raw -38793985.918869 + Penalty 6188.474787 = -38787797.444082
  nChanged 6
		SP:Iteration 17Q (1456.190000 sec): 3 clusters
  Score: Raw -38793998.739163 + Penalty 6188.474787 = -38787810.264375
  nChanged 9
		SP:Iteration 18Q (1456.920000 sec): 3 clusters
  Score: Raw -38794012.960190 + Penalty 6188.474787 = -38787824.485402
  nChanged 8
		SP:Iteration 19Q (1457.660000 sec): 3 clusters
  Score: Raw -38794025.840376 + Penalty 6188.474787 = -38787837.365588
  nChanged 5
		SP:Iteration 20F (1458.690000 sec): 3 clusters
  Score: Raw -38794034.229432 + Penalty 6188.474787 = -38787845.754644
  nChanged 3
		SP:Iteration 21Q (1459.430000 sec): 3 clusters
  Score: Raw -38794039.552829 + Penalty 6188.474787 = -38787851.078041
  nChanged 4
		SP:Iteration 22Q (1460.160000 sec): 3 clusters
  Score: Raw -38794045.029405 + Penalty 6188.474787 = -38787856.554617
  nChanged 1
		SP:Iteration 23Q (1460.890000 sec): 3 clusters
  Score: Raw -38794046.996214 + Penalty 6188.474787 = -38787858.521427
  nChanged 0
		SP:Iteration 24F (1461.930000 sec): 3 clusters
  Score: Raw -38794046.996214 + Penalty 6188.474787 = -38787858.521427
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (1178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1462.030000 sec): 2 clusters
  Score: Raw -149462.884023 + Penalty 1753.750194 = -147709.133828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1462.040000 sec): 3 clusters
  Score: Raw -149273.069209 + Penalty 3507.500389 = -145765.568821
  nChanged 352
		SP:Iteration 1F (1462.050000 sec): 3 clusters
  Score: Raw -150091.069813 + Penalty 3507.500389 = -146583.569425
  nChanged 144
		SP:Iteration 2F (1462.050000 sec): 3 clusters
  Score: Raw -150558.672917 + Penalty 3507.500389 = -147051.172528
  nChanged 91
		SP:Iteration 3F (1462.050000 sec): 3 clusters
  Score: Raw -150865.803710 + Penalty 3507.500389 = -147358.303321
  nChanged 50
		SP:Iteration 4Q (1462.060000 sec): 3 clusters
  Score: Raw -151112.807594 + Penalty 3507.500389 = -147605.307206
  nChanged 48
		SP:Iteration 5Q (1462.060000 sec): 3 clusters
  Score: Raw -151581.317586 + Penalty 3507.500389 = -148073.817197
  nChanged 53
		SP:Iteration 6Q (1462.070000 sec): 3 clusters
  Score: Raw -151861.854288 + Penalty 3507.500389 = -148354.353899
  nChanged 63
		SP:Iteration 7F (1462.070000 sec): 3 clusters
  Score: Raw -152113.952012 + Penalty 3507.500389 = -148606.451623
  nChanged 57
		SP:Iteration 8Q (1462.070000 sec): 3 clusters
  Score: Raw -152342.191556 + Penalty 3507.500389 = -148834.691168
  nChanged 36
		SP:Iteration 9Q (1462.080000 sec): 3 clusters
  Score: Raw -152447.982699 + Penalty 3507.500389 = -148940.482310
  nChanged 25
		SP:Iteration 10Q (1462.080000 sec): 3 clusters
  Score: Raw -152502.600587 + Penalty 3507.500389 = -148995.100198
  nChanged 19
		SP:Iteration 11Q (1462.090000 sec): 3 clusters
  Score: Raw -152530.429985 + Penalty 3507.500389 = -149022.929596
  nChanged 8
		SP:Iteration 12Q (1462.090000 sec): 3 clusters
  Score: Raw -152542.046962 + Penalty 3507.500389 = -149034.546573
  nChanged 6
		SP:Iteration 13Q (1462.090000 sec): 3 clusters
  Score: Raw -152552.655904 + Penalty 3507.500389 = -149045.155515
  nChanged 5
		SP:Iteration 14Q (1462.100000 sec): 3 clusters
  Score: Raw -152559.838029 + Penalty 3507.500389 = -149052.337640
  nChanged 4
		SP:Iteration 15Q (1462.100000 sec): 3 clusters
  Score: Raw -152567.677619 + Penalty 3507.500389 = -149060.177230
  nChanged 3
		SP:Iteration 16Q (1462.100000 sec): 3 clusters
  Score: Raw -152572.003060 + Penalty 3507.500389 = -149064.502671
  nChanged 3
		SP:Iteration 17Q (1462.110000 sec): 3 clusters
  Score: Raw -152575.880741 + Penalty 3507.500389 = -149068.380352
  nChanged 3
		SP:Iteration 18Q (1462.110000 sec): 3 clusters
  Score: Raw -152582.137894 + Penalty 3507.500389 = -149074.637505
  nChanged 4
		SP:Iteration 19Q (1462.110000 sec): 3 clusters
  Score: Raw -152589.479924 + Penalty 3507.500389 = -149081.979536
  nChanged 2
		SP:Iteration 20F (1462.120000 sec): 3 clusters
  Score: Raw -152592.489819 + Penalty 3507.500389 = -149084.989430
  nChanged 1
		SP:Iteration 21Q (1462.120000 sec): 3 clusters
  Score: Raw -152592.846534 + Penalty 3507.500389 = -149085.346145
  nChanged 0
		SP:Iteration 22F (1462.130000 sec): 3 clusters
  Score: Raw -152592.846534 + Penalty 3507.500389 = -149085.346145
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 32.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (6140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1462.160000 sec): 2 clusters
  Score: Raw -878171.154692 + Penalty 2163.199845 = -876007.954847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1462.180000 sec): 3 clusters
  Score: Raw -875036.673732 + Penalty 4326.399690 = -870710.274042
  nChanged 2430
		SP:Iteration 1F (1462.210000 sec): 3 clusters
  Score: Raw -876399.892666 + Penalty 4326.399690 = -872073.492975
  nChanged 443
		SP:Iteration 2F (1462.230000 sec): 3 clusters
  Score: Raw -876621.948808 + Penalty 4326.399690 = -872295.549118
  nChanged 310
		SP:Iteration 3F (1462.250000 sec): 3 clusters
  Score: Raw -876775.277501 + Penalty 4326.399690 = -872448.877810
  nChanged 243
		SP:Iteration 4Q (1462.280000 sec): 3 clusters
  Score: Raw -876885.800287 + Penalty 4326.399690 = -872559.400597
  nChanged 180
		SP:Iteration 5Q (1462.300000 sec): 3 clusters
  Score: Raw -876979.513796 + Penalty 4326.399690 = -872653.114106
  nChanged 191
		SP:Iteration 6Q (1462.330000 sec): 3 clusters
  Score: Raw -877086.420198 + Penalty 4326.399690 = -872760.020508
  nChanged 194
		SP:Iteration 7Q (1462.350000 sec): 3 clusters
  Score: Raw -877195.814250 + Penalty 4326.399690 = -872869.414560
  nChanged 170
		SP:Iteration 8Q (1462.380000 sec): 3 clusters
  Score: Raw -877284.132236 + Penalty 4326.399690 = -872957.732545
  nChanged 167
		SP:Iteration 9Q (1462.400000 sec): 3 clusters
  Score: Raw -877365.748810 + Penalty 4326.399690 = -873039.349119
  nChanged 131
		SP:Iteration 10Q (1462.430000 sec): 3 clusters
  Score: Raw -877424.006373 + Penalty 4326.399690 = -873097.606682
  nChanged 113
		SP:Iteration 11Q (1462.450000 sec): 3 clusters
  Score: Raw -877469.442446 + Penalty 4326.399690 = -873143.042755
  nChanged 94
		SP:Iteration 12Q (1462.470000 sec): 3 clusters
  Score: Raw -877505.813712 + Penalty 4326.399690 = -873179.414021
  nChanged 84
		SP:Iteration 13Q (1462.500000 sec): 3 clusters
  Score: Raw -877536.591541 + Penalty 4326.399690 = -873210.191850
  nChanged 87
		SP:Iteration 14Q (1462.520000 sec): 3 clusters
  Score: Raw -877570.600155 + Penalty 4326.399690 = -873244.200465
  nChanged 91
		SP:Iteration 15Q (1462.550000 sec): 3 clusters
  Score: Raw -877605.339428 + Penalty 4326.399690 = -873278.939737
  nChanged 76
		SP:Iteration 16Q (1462.570000 sec): 3 clusters
  Score: Raw -877632.049792 + Penalty 4326.399690 = -873305.650102
  nChanged 75
		SP:Iteration 17Q (1462.600000 sec): 3 clusters
  Score: Raw -877658.508153 + Penalty 4326.399690 = -873332.108463
  nChanged 62
		SP:Iteration 18Q (1462.620000 sec): 3 clusters
  Score: Raw -877678.372025 + Penalty 4326.399690 = -873351.972335
  nChanged 60
		SP:Iteration 19Q (1462.650000 sec): 3 clusters
  Score: Raw -877698.187784 + Penalty 4326.399690 = -873371.788093
  nChanged 59
		SP:Iteration 20F (1462.670000 sec): 3 clusters
  Score: Raw -877717.505658 + Penalty 4326.399690 = -873391.105967
  nChanged 45
		SP:Iteration 21Q (1462.690000 sec): 3 clusters
  Score: Raw -877732.176132 + Penalty 4326.399690 = -873405.776442
  nChanged 45
		SP:Iteration 22Q (1462.720000 sec): 3 clusters
  Score: Raw -877744.303019 + Penalty 4326.399690 = -873417.903328
  nChanged 44
		SP:Iteration 23Q (1462.750000 sec): 3 clusters
  Score: Raw -877755.621456 + Penalty 4326.399690 = -873429.221765
  nChanged 29
		SP:Iteration 24Q (1462.770000 sec): 3 clusters
  Score: Raw -877762.867996 + Penalty 4326.399690 = -873436.468305
  nChanged 28
		SP:Iteration 25Q (1462.790000 sec): 3 clusters
  Score: Raw -877769.739872 + Penalty 4326.399690 = -873443.340181
  nChanged 20
		SP:Iteration 26Q (1462.820000 sec): 3 clusters
  Score: Raw -877774.934907 + Penalty 4326.399690 = -873448.535216
  nChanged 22
		SP:Iteration 27Q (1462.840000 sec): 3 clusters
  Score: Raw -877779.622285 + Penalty 4326.399690 = -873453.222595
  nChanged 17
		SP:Iteration 28Q (1462.870000 sec): 3 clusters
  Score: Raw -877784.244072 + Penalty 4326.399690 = -873457.844381
  nChanged 20
		SP:Iteration 29Q (1462.890000 sec): 3 clusters
  Score: Raw -877789.565730 + Penalty 4326.399690 = -873463.166040
  nChanged 20
		SP:Iteration 30Q (1462.910000 sec): 3 clusters
  Score: Raw -877795.005778 + Penalty 4326.399690 = -873468.606088
  nChanged 17
		SP:Iteration 31Q (1462.940000 sec): 3 clusters
  Score: Raw -877798.523139 + Penalty 4326.399690 = -873472.123448
  nChanged 14
		SP:Iteration 32Q (1462.960000 sec): 3 clusters
  Score: Raw -877801.361975 + Penalty 4326.399690 = -873474.962284
  nChanged 14
		SP:Iteration 33Q (1462.990000 sec): 3 clusters
  Score: Raw -877804.787043 + Penalty 4326.399690 = -873478.387352
  nChanged 10
		SP:Iteration 34Q (1463.010000 sec): 3 clusters
  Score: Raw -877806.991252 + Penalty 4326.399690 = -873480.591562
  nChanged 6
		SP:Iteration 35Q (1463.030000 sec): 3 clusters
  Score: Raw -877808.179303 + Penalty 4326.399690 = -873481.779612
  nChanged 6
		SP:Iteration 36Q (1463.060000 sec): 3 clusters
  Score: Raw -877809.601490 + Penalty 4326.399690 = -873483.201800
  nChanged 7
		SP:Iteration 37Q (1463.080000 sec): 3 clusters
  Score: Raw -877811.285975 + Penalty 4326.399690 = -873484.886284
  nChanged 9
		SP:Iteration 38Q (1463.110000 sec): 3 clusters
  Score: Raw -877813.279216 + Penalty 4326.399690 = -873486.879526
  nChanged 5
		SP:Iteration 39Q (1463.130000 sec): 3 clusters
  Score: Raw -877814.368036 + Penalty 4326.399690 = -873487.968346
  nChanged 5
		SP:Iteration 40F (1463.150000 sec): 3 clusters
  Score: Raw -877815.301618 + Penalty 4326.399690 = -873488.901928
  nChanged 6
		SP:Iteration 41Q (1463.180000 sec): 3 clusters
  Score: Raw -877816.898875 + Penalty 4326.399690 = -873490.499184
  nChanged 4
		SP:Iteration 42Q (1463.200000 sec): 3 clusters
  Score: Raw -877817.887470 + Penalty 4326.399690 = -873491.487780
  nChanged 6
		SP:Iteration 43Q (1463.230000 sec): 3 clusters
  Score: Raw -877818.919327 + Penalty 4326.399690 = -873492.519637
  nChanged 5
		SP:Iteration 44Q (1463.250000 sec): 3 clusters
  Score: Raw -877820.178258 + Penalty 4326.399690 = -873493.778568
  nChanged 6
		SP:Iteration 45Q (1463.270000 sec): 3 clusters
  Score: Raw -877821.518886 + Penalty 4326.399690 = -873495.119196
  nChanged 7
		SP:Iteration 46Q (1463.300000 sec): 3 clusters
  Score: Raw -877823.127378 + Penalty 4326.399690 = -873496.727687
  nChanged 8
		SP:Iteration 47Q (1463.320000 sec): 3 clusters
  Score: Raw -877825.548628 + Penalty 4326.399690 = -873499.148938
  nChanged 18
		SP:Iteration 48Q (1463.350000 sec): 3 clusters
  Score: Raw -877830.774813 + Penalty 4326.399690 = -873504.375123
  nChanged 15
		SP:Iteration 49Q (1463.370000 sec): 3 clusters
  Score: Raw -877834.151065 + Penalty 4326.399690 = -873507.751374
  nChanged 16
		SP:Iteration 50Q (1463.390000 sec): 3 clusters
  Score: Raw -877838.292235 + Penalty 4326.399690 = -873511.892545
  nChanged 12
		SP:Iteration 51Q (1463.420000 sec): 3 clusters
  Score: Raw -877841.555769 + Penalty 4326.399690 = -873515.156078
  nChanged 10
		SP:Iteration 52Q (1463.440000 sec): 3 clusters
  Score: Raw -877843.730541 + Penalty 4326.399690 = -873517.330850
  nChanged 8
		SP:Iteration 53Q (1463.470000 sec): 3 clusters
  Score: Raw -877845.567541 + Penalty 4326.399690 = -873519.167851
  nChanged 6
		SP:Iteration 54Q (1463.490000 sec): 3 clusters
  Score: Raw -877846.775325 + Penalty 4326.399690 = -873520.375635
  nChanged 7
		SP:Iteration 55Q (1463.510000 sec): 3 clusters
  Score: Raw -877848.151623 + Penalty 4326.399690 = -873521.751933
  nChanged 6
		SP:Iteration 56Q (1463.540000 sec): 3 clusters
  Score: Raw -877849.518070 + Penalty 4326.399690 = -873523.118380
  nChanged 11
		SP:Iteration 57Q (1463.560000 sec): 3 clusters
  Score: Raw -877853.254175 + Penalty 4326.399690 = -873526.854484
  nChanged 11
		SP:Iteration 58Q (1463.590000 sec): 3 clusters
  Score: Raw -877856.380102 + Penalty 4326.399690 = -873529.980412
  nChanged 12
		SP:Iteration 59Q (1463.610000 sec): 3 clusters
  Score: Raw -877858.845081 + Penalty 4326.399690 = -873532.445390
  nChanged 18
		SP:Iteration 60F (1463.640000 sec): 3 clusters
  Score: Raw -877863.948908 + Penalty 4326.399690 = -873537.549217
  nChanged 17
		SP:Iteration 61Q (1463.660000 sec): 3 clusters
  Score: Raw -877866.742773 + Penalty 4326.399690 = -873540.343082
  nChanged 15
		SP:Iteration 62Q (1463.680000 sec): 3 clusters
  Score: Raw -877870.051828 + Penalty 4326.399690 = -873543.652137
  nChanged 13
		SP:Iteration 63Q (1463.710000 sec): 3 clusters
  Score: Raw -877873.568170 + Penalty 4326.399690 = -873547.168480
  nChanged 18
		SP:Iteration 64Q (1463.730000 sec): 3 clusters
  Score: Raw -877877.287425 + Penalty 4326.399690 = -873550.887734
  nChanged 19
		SP:Iteration 65Q (1463.760000 sec): 3 clusters
  Score: Raw -877883.431173 + Penalty 4326.399690 = -873557.031483
  nChanged 19
		SP:Iteration 66Q (1463.780000 sec): 3 clusters
  Score: Raw -877888.251407 + Penalty 4326.399690 = -873561.851716
  nChanged 21
		SP:Iteration 67Q (1463.810000 sec): 3 clusters
  Score: Raw -877893.438547 + Penalty 4326.399690 = -873567.038856
  nChanged 23
		SP:Iteration 68Q (1463.830000 sec): 3 clusters
  Score: Raw -877901.731584 + Penalty 4326.399690 = -873575.331894
  nChanged 31
		SP:Iteration 69Q (1463.850000 sec): 3 clusters
  Score: Raw -877912.470362 + Penalty 4326.399690 = -873586.070672
  nChanged 29
		SP:Iteration 70Q (1463.880000 sec): 3 clusters
  Score: Raw -877923.703525 + Penalty 4326.399690 = -873597.303834
  nChanged 38
		SP:Iteration 71Q (1463.900000 sec): 3 clusters
  Score: Raw -877935.964544 + Penalty 4326.399690 = -873609.564854
  nChanged 42
		SP:Iteration 72Q (1463.930000 sec): 3 clusters
  Score: Raw -877950.774898 + Penalty 4326.399690 = -873624.375207
  nChanged 57
		SP:Iteration 73Q (1463.950000 sec): 3 clusters
  Score: Raw -877970.438762 + Penalty 4326.399690 = -873644.039072
  nChanged 63
		SP:Iteration 74Q (1463.970000 sec): 3 clusters
  Score: Raw -878002.434125 + Penalty 4326.399690 = -873676.034434
  nChanged 72
		SP:Iteration 75Q (1464.000000 sec): 3 clusters
  Score: Raw -878040.315011 + Penalty 4326.399690 = -873713.915321
  nChanged 86
		SP:Iteration 76Q (1464.020000 sec): 3 clusters
  Score: Raw -878078.431390 + Penalty 4326.399690 = -873752.031699
  nChanged 81
		SP:Iteration 77Q (1464.050000 sec): 3 clusters
  Score: Raw -878114.244106 + Penalty 4326.399690 = -873787.844416
  nChanged 81
		SP:Iteration 78Q (1464.070000 sec): 3 clusters
  Score: Raw -878152.833163 + Penalty 4326.399690 = -873826.433472
  nChanged 63
		SP:Iteration 79Q (1464.090000 sec): 3 clusters
  Score: Raw -878182.126632 + Penalty 4326.399690 = -873855.726941
  nChanged 60
		SP:Iteration 80F (1464.120000 sec): 3 clusters
  Score: Raw -878205.696437 + Penalty 4326.399690 = -873879.296747
  nChanged 53
		SP:Iteration 81Q (1464.140000 sec): 3 clusters
  Score: Raw -878224.023518 + Penalty 4326.399690 = -873897.623828
  nChanged 46
		SP:Iteration 82Q (1464.170000 sec): 3 clusters
  Score: Raw -878240.552467 + Penalty 4326.399690 = -873914.152777
  nChanged 46
		SP:Iteration 83Q (1464.190000 sec): 3 clusters
  Score: Raw -878255.562421 + Penalty 4326.399690 = -873929.162730
  nChanged 44
		SP:Iteration 84Q (1464.210000 sec): 3 clusters
  Score: Raw -878270.408247 + Penalty 4326.399690 = -873944.008556
  nChanged 44
		SP:Iteration 85Q (1464.230000 sec): 3 clusters
  Score: Raw -878285.380548 + Penalty 4326.399690 = -873958.980858
  nChanged 35
		SP:Iteration 86Q (1464.260000 sec): 3 clusters
  Score: Raw -878295.334355 + Penalty 4326.399690 = -873968.934665
  nChanged 29
		SP:Iteration 87Q (1464.280000 sec): 3 clusters
  Score: Raw -878304.565911 + Penalty 4326.399690 = -873978.166220
  nChanged 30
		SP:Iteration 88Q (1464.310000 sec): 3 clusters
  Score: Raw -878314.471146 + Penalty 4326.399690 = -873988.071456
  nChanged 27
		SP:Iteration 89Q (1464.330000 sec): 3 clusters
  Score: Raw -878322.965460 + Penalty 4326.399690 = -873996.565769
  nChanged 19
		SP:Iteration 90Q (1464.350000 sec): 3 clusters
  Score: Raw -878329.115422 + Penalty 4326.399690 = -874002.715731
  nChanged 17
		SP:Iteration 91Q (1464.370000 sec): 3 clusters
  Score: Raw -878334.777319 + Penalty 4326.399690 = -874008.377628
  nChanged 16
		SP:Iteration 92Q (1464.400000 sec): 3 clusters
  Score: Raw -878337.939817 + Penalty 4326.399690 = -874011.540126
  nChanged 11
		SP:Iteration 93Q (1464.420000 sec): 3 clusters
  Score: Raw -878339.942432 + Penalty 4326.399690 = -874013.542742
  nChanged 11
		SP:Iteration 94Q (1464.450000 sec): 3 clusters
  Score: Raw -878342.158520 + Penalty 4326.399690 = -874015.758830
  nChanged 5
		SP:Iteration 95Q (1464.470000 sec): 3 clusters
  Score: Raw -878343.924277 + Penalty 4326.399690 = -874017.524586
  nChanged 7
		SP:Iteration 96Q (1464.490000 sec): 3 clusters
  Score: Raw -878345.435671 + Penalty 4326.399690 = -874019.035981
  nChanged 8
		SP:Iteration 97Q (1464.510000 sec): 3 clusters
  Score: Raw -878347.824918 + Penalty 4326.399690 = -874021.425228
  nChanged 9
		SP:Iteration 98Q (1464.530000 sec): 3 clusters
  Score: Raw -878349.880386 + Penalty 4326.399690 = -874023.480696
  nChanged 7
		SP:Iteration 99Q (1464.560000 sec): 3 clusters
  Score: Raw -878351.862211 + Penalty 4326.399690 = -874025.462520
  nChanged 5
		SP:Iteration 100F (1464.580000 sec): 3 clusters
  Score: Raw -878353.612138 + Penalty 4326.399690 = -874027.212448
  nChanged 6
		SP:Iteration 101Q (1464.610000 sec): 3 clusters
  Score: Raw -878355.209284 + Penalty 4326.399690 = -874028.809594
  nChanged 3
		SP:Iteration 102Q (1464.630000 sec): 3 clusters
  Score: Raw -878355.832622 + Penalty 4326.399690 = -874029.432931
  nChanged 2
		SP:Iteration 103Q (1464.650000 sec): 3 clusters
  Score: Raw -878356.470128 + Penalty 4326.399690 = -874030.070438
  nChanged 3
		SP:Iteration 104Q (1464.670000 sec): 3 clusters
  Score: Raw -878357.168064 + Penalty 4326.399690 = -874030.768374
  nChanged 2
		SP:Iteration 105Q (1464.700000 sec): 3 clusters
  Score: Raw -878357.676478 + Penalty 4326.399690 = -874031.276787
  nChanged 3
		SP:Iteration 106Q (1464.720000 sec): 3 clusters
  Score: Raw -878358.332214 + Penalty 4326.399690 = -874031.932524
  nChanged 1
		SP:Iteration 107Q (1464.740000 sec): 3 clusters
  Score: Raw -878358.494057 + Penalty 4326.399690 = -874032.094367
  nChanged 2
		SP:Iteration 108Q (1464.770000 sec): 3 clusters
  Score: Raw -878358.979604 + Penalty 4326.399690 = -874032.579913
  nChanged 4
		SP:Iteration 109Q (1464.790000 sec): 3 clusters
  Score: Raw -878359.885490 + Penalty 4326.399690 = -874033.485799
  nChanged 3
		SP:Iteration 110Q (1464.810000 sec): 3 clusters
  Score: Raw -878360.452008 + Penalty 4326.399690 = -874034.052317
  nChanged 1
		SP:Iteration 111Q (1464.830000 sec): 3 clusters
  Score: Raw -878360.610129 + Penalty 4326.399690 = -874034.210439
  nChanged 0
		SP:Iteration 112F (1464.860000 sec): 3 clusters
  Score: Raw -878360.610129 + Penalty 4326.399690 = -874034.210439
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1464.870000 sec): 2 clusters
  Score: Raw -44550.068075 + Penalty 1442.643568 = -43107.424507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1464.870000 sec): 3 clusters
  Score: Raw -44702.300459 + Penalty 2885.287135 = -41817.013324
  nChanged 43
		SP:Iteration 1F (1464.870000 sec): 3 clusters
  Score: Raw -44831.978339 + Penalty 2885.287135 = -41946.691204
  nChanged 11
		SP:Iteration 2Q (1464.870000 sec): 3 clusters
  Score: Raw -44880.457080 + Penalty 2885.287135 = -41995.169944
  nChanged 11
		SP:Iteration 3Q (1464.870000 sec): 3 clusters
  Score: Raw -44923.103850 + Penalty 2885.287135 = -42037.816715
  nChanged 2
		SP:Iteration 4Q (1464.870000 sec): 3 clusters
  Score: Raw -44931.491762 + Penalty 2885.287135 = -42046.204627
  nChanged 1
		SP:Iteration 5Q (1464.870000 sec): 3 clusters
  Score: Raw -44934.841221 + Penalty 2885.287135 = -42049.554086
  nChanged 1
		SP:Iteration 6Q (1464.870000 sec): 3 clusters
  Score: Raw -44936.060323 + Penalty 2885.287135 = -42050.773187
  nChanged 1
		SP:Iteration 7Q (1464.880000 sec): 3 clusters
  Score: Raw -44937.870721 + Penalty 2885.287135 = -42052.583586
  nChanged 2
		SP:Iteration 8Q (1464.880000 sec): 3 clusters
  Score: Raw -44944.703173 + Penalty 2885.287135 = -42059.416038
  nChanged 4
		SP:Iteration 9Q (1464.880000 sec): 3 clusters
  Score: Raw -44966.731708 + Penalty 2885.287135 = -42081.444572
  nChanged 3
		SP:Iteration 10Q (1464.880000 sec): 3 clusters
  Score: Raw -44988.273505 + Penalty 2885.287135 = -42102.986370
  nChanged 1
		SP:Iteration 11Q (1464.880000 sec): 3 clusters
  Score: Raw -44993.761012 + Penalty 2885.287135 = -42108.473877
  nChanged 1
		SP:Iteration 12Q (1464.880000 sec): 3 clusters
  Score: Raw -44995.577767 + Penalty 2885.287135 = -42110.290631
  nChanged 0
		SP:Iteration 13F (1464.880000 sec): 3 clusters
  Score: Raw -44995.577767 + Penalty 2885.287135 = -42110.290631
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1464.890000 sec): 2 clusters
  Score: Raw -284778.530666 + Penalty 1890.905509 = -282887.625157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1464.900000 sec): 3 clusters
  Score: Raw -284063.829143 + Penalty 3781.811017 = -280282.018126
  nChanged 691
		SP:Iteration 1F (1464.910000 sec): 3 clusters
  Score: Raw -284626.503435 + Penalty 3781.811017 = -280844.692418
  nChanged 188
		SP:Iteration 2F (1464.920000 sec): 3 clusters
  Score: Raw -284819.722706 + Penalty 3781.811017 = -281037.911689
  nChanged 115
		SP:Iteration 3F (1464.930000 sec): 3 clusters
  Score: Raw -284979.129366 + Penalty 3781.811017 = -281197.318349
  nChanged 92
		SP:Iteration 4Q (1464.930000 sec): 3 clusters
  Score: Raw -285090.255522 + Penalty 3781.811017 = -281308.444505
  nChanged 93
		SP:Iteration 5Q (1464.940000 sec): 3 clusters
  Score: Raw -285205.125777 + Penalty 3781.811017 = -281423.314760
  nChanged 85
		SP:Iteration 6Q (1464.950000 sec): 3 clusters
  Score: Raw -285303.101224 + Penalty 3781.811017 = -281521.290207
  nChanged 88
		SP:Iteration 7Q (1464.950000 sec): 3 clusters
  Score: Raw -285414.240487 + Penalty 3781.811017 = -281632.429470
  nChanged 91
		SP:Iteration 8Q (1464.960000 sec): 3 clusters
  Score: Raw -285554.784950 + Penalty 3781.811017 = -281772.973933
  nChanged 86
		SP:Iteration 9Q (1464.970000 sec): 3 clusters
  Score: Raw -285704.617635 + Penalty 3781.811017 = -281922.806617
  nChanged 89
		SP:Iteration 10Q (1464.980000 sec): 3 clusters
  Score: Raw -285886.434620 + Penalty 3781.811017 = -282104.623603
  nChanged 67
		SP:Iteration 11Q (1464.990000 sec): 3 clusters
  Score: Raw -286075.079376 + Penalty 3781.811017 = -282293.268359
  nChanged 72
		SP:Iteration 12Q (1464.990000 sec): 3 clusters
  Score: Raw -286238.594056 + Penalty 3781.811017 = -282456.783038
  nChanged 60
		SP:Iteration 13Q (1465.000000 sec): 3 clusters
  Score: Raw -286330.770668 + Penalty 3781.811017 = -282548.959651
  nChanged 27
		SP:Iteration 14Q (1465.010000 sec): 3 clusters
  Score: Raw -286369.651885 + Penalty 3781.811017 = -282587.840868
  nChanged 25
		SP:Iteration 15Q (1465.020000 sec): 3 clusters
  Score: Raw -286400.464131 + Penalty 3781.811017 = -282618.653113
  nChanged 7
		SP:Iteration 16Q (1465.030000 sec): 3 clusters
  Score: Raw -286411.498000 + Penalty 3781.811017 = -282629.686983
  nChanged 6
		SP:Iteration 17Q (1465.030000 sec): 3 clusters
  Score: Raw -286418.029306 + Penalty 3781.811017 = -282636.218289
  nChanged 8
		SP:Iteration 18Q (1465.040000 sec): 3 clusters
  Score: Raw -286428.532019 + Penalty 3781.811017 = -282646.721001
  nChanged 5
		SP:Iteration 19Q (1465.050000 sec): 3 clusters
  Score: Raw -286435.732089 + Penalty 3781.811017 = -282653.921072
  nChanged 3
		SP:Iteration 20F (1465.050000 sec): 3 clusters
  Score: Raw -286442.239791 + Penalty 3781.811017 = -282660.428774
  nChanged 2
		SP:Iteration 21Q (1465.060000 sec): 3 clusters
  Score: Raw -286446.422391 + Penalty 3781.811017 = -282664.611374
  nChanged 2
		SP:Iteration 22Q (1465.070000 sec): 3 clusters
  Score: Raw -286448.019635 + Penalty 3781.811017 = -282666.208618
  nChanged 0
		SP:Iteration 23F (1465.080000 sec): 3 clusters
  Score: Raw -286448.019635 + Penalty 3781.811017 = -282666.208618
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (23900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1465.170000 sec): 2 clusters
  Score: Raw -3362304.595145 + Penalty 2500.245167 = -3359804.349978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1465.270000 sec): 3 clusters
  Score: Raw -3348263.465918 + Penalty 5000.490334 = -3343262.975584
  nChanged 10610
		SP:Iteration 1F (1465.370000 sec): 3 clusters
  Score: Raw -3354117.138305 + Penalty 5000.490334 = -3349116.647971
  nChanged 1272
		SP:Iteration 2F (1465.460000 sec): 3 clusters
  Score: Raw -3354587.657750 + Penalty 5000.490334 = -3349587.167416
  nChanged 1118
		SP:Iteration 3Q (1465.560000 sec): 3 clusters
  Score: Raw -3355007.728384 + Penalty 5000.490334 = -3350007.238050
  nChanged 1017
		SP:Iteration 4Q (1465.660000 sec): 3 clusters
  Score: Raw -3355385.937603 + Penalty 5000.490334 = -3350385.447269
  nChanged 1013
		SP:Iteration 5Q (1465.760000 sec): 3 clusters
  Score: Raw -3355797.363672 + Penalty 5000.490334 = -3350796.873338
  nChanged 1076
		SP:Iteration 6Q (1465.860000 sec): 3 clusters
  Score: Raw -3356311.007193 + Penalty 5000.490334 = -3351310.516859
  nChanged 1158
		SP:Iteration 7Q (1465.950000 sec): 3 clusters
  Score: Raw -3356945.694783 + Penalty 5000.490334 = -3351945.204449
  nChanged 1281
		SP:Iteration 8F (1466.050000 sec): 3 clusters
  Score: Raw -3357747.842966 + Penalty 5000.490334 = -3352747.352632
  nChanged 1326
		SP:Iteration 9F (1466.150000 sec): 3 clusters
  Score: Raw -3358673.353191 + Penalty 5000.490334 = -3353672.862857
  nChanged 1289
		SP:Iteration 10F (1466.250000 sec): 3 clusters
  Score: Raw -3359657.354391 + Penalty 5000.490334 = -3354656.864057
  nChanged 1119
		SP:Iteration 11Q (1466.340000 sec): 3 clusters
  Score: Raw -3360532.435091 + Penalty 5000.490334 = -3355531.944757
  nChanged 854
		SP:Iteration 12Q (1466.440000 sec): 3 clusters
  Score: Raw -3361223.062372 + Penalty 5000.490334 = -3356222.572038
  nChanged 675
		SP:Iteration 13Q (1466.530000 sec): 3 clusters
  Score: Raw -3361802.715951 + Penalty 5000.490334 = -3356802.225617
  nChanged 446
		SP:Iteration 14Q (1466.620000 sec): 3 clusters
  Score: Raw -3362170.678500 + Penalty 5000.490334 = -3357170.188166
  nChanged 288
		SP:Iteration 15Q (1466.700000 sec): 3 clusters
  Score: Raw -3362407.824187 + Penalty 5000.490334 = -3357407.333853
  nChanged 190
		SP:Iteration 16Q (1466.780000 sec): 3 clusters
  Score: Raw -3362562.537486 + Penalty 5000.490334 = -3357562.047152
  nChanged 128
		SP:Iteration 17Q (1466.870000 sec): 3 clusters
  Score: Raw -3362671.058293 + Penalty 5000.490334 = -3357670.567959
  nChanged 66
		SP:Iteration 18Q (1466.940000 sec): 3 clusters
  Score: Raw -3362720.760230 + Penalty 5000.490334 = -3357720.269896
  nChanged 41
		SP:Iteration 19Q (1467.020000 sec): 3 clusters
  Score: Raw -3362752.000503 + Penalty 5000.490334 = -3357751.510169
  nChanged 38
		SP:Iteration 20F (1467.120000 sec): 3 clusters
  Score: Raw -3362783.457712 + Penalty 5000.490334 = -3357782.967378
  nChanged 23
		SP:Iteration 21Q (1467.190000 sec): 3 clusters
  Score: Raw -3362803.979217 + Penalty 5000.490334 = -3357803.488883
  nChanged 22
		SP:Iteration 22Q (1467.270000 sec): 3 clusters
  Score: Raw -3362823.433298 + Penalty 5000.490334 = -3357822.942964
  nChanged 23
		SP:Iteration 23Q (1467.350000 sec): 3 clusters
  Score: Raw -3362843.897109 + Penalty 5000.490334 = -3357843.406775
  nChanged 22
		SP:Iteration 24Q (1467.430000 sec): 3 clusters
  Score: Raw -3362861.031121 + Penalty 5000.490334 = -3357860.540787
  nChanged 14
		SP:Iteration 25Q (1467.500000 sec): 3 clusters
  Score: Raw -3362874.971018 + Penalty 5000.490334 = -3357874.480684
  nChanged 16
		SP:Iteration 26Q (1467.570000 sec): 3 clusters
  Score: Raw -3362889.047770 + Penalty 5000.490334 = -3357888.557436
  nChanged 15
		SP:Iteration 27Q (1467.650000 sec): 3 clusters
  Score: Raw -3362902.346976 + Penalty 5000.490334 = -3357901.856642
  nChanged 4
		SP:Iteration 28Q (1467.720000 sec): 3 clusters
  Score: Raw -3362904.403101 + Penalty 5000.490334 = -3357903.912767
  nChanged 3
		SP:Iteration 29Q (1467.800000 sec): 3 clusters
  Score: Raw -3362906.813324 + Penalty 5000.490334 = -3357906.322990
  nChanged 3
		SP:Iteration 30Q (1467.870000 sec): 3 clusters
  Score: Raw -3362908.403344 + Penalty 5000.490334 = -3357907.913010
  nChanged 5
		SP:Iteration 31Q (1467.950000 sec): 3 clusters
  Score: Raw -3362912.956969 + Penalty 5000.490334 = -3357912.466635
  nChanged 4
		SP:Iteration 32Q (1468.020000 sec): 3 clusters
  Score: Raw -3362915.823934 + Penalty 5000.490334 = -3357915.333600
  nChanged 1
		SP:Iteration 33Q (1468.090000 sec): 3 clusters
  Score: Raw -3362916.474745 + Penalty 5000.490334 = -3357915.984411
  nChanged 2
		SP:Iteration 34Q (1468.170000 sec): 3 clusters
  Score: Raw -3362917.569697 + Penalty 5000.490334 = -3357917.079363
  nChanged 2
		SP:Iteration 35Q (1468.240000 sec): 3 clusters
  Score: Raw -3362919.606961 + Penalty 5000.490334 = -3357919.116627
  nChanged 2
		SP:Iteration 36Q (1468.310000 sec): 3 clusters
  Score: Raw -3362920.620882 + Penalty 5000.490334 = -3357920.130548
  nChanged 1
		SP:Iteration 37Q (1468.390000 sec): 3 clusters
  Score: Raw -3362921.515893 + Penalty 5000.490334 = -3357921.025559
  nChanged 0
		SP:Iteration 38F (1468.480000 sec): 3 clusters
  Score: Raw -3362921.515893 + Penalty 5000.490334 = -3357921.025559
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (39694 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1468.620000 sec): 2 clusters
  Score: Raw -6139569.057108 + Penalty 2626.060920 = -6136942.996188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1468.790000 sec): 3 clusters
  Score: Raw -6115186.490802 + Penalty 5252.121840 = -6109934.368962
  nChanged 18218
		SP:Iteration 1F (1468.950000 sec): 3 clusters
  Score: Raw -6125159.613316 + Penalty 5252.121840 = -6119907.491476
  nChanged 1796
		SP:Iteration 2Q (1469.120000 sec): 3 clusters
  Score: Raw -6125753.319293 + Penalty 5252.121840 = -6120501.197453
  nChanged 1800
		SP:Iteration 3Q (1469.290000 sec): 3 clusters
  Score: Raw -6126444.814383 + Penalty 5252.121840 = -6121192.692543
  nChanged 2005
		SP:Iteration 4F (1469.450000 sec): 3 clusters
  Score: Raw -6127405.297610 + Penalty 5252.121840 = -6122153.175770
  nChanged 2384
		SP:Iteration 5F (1469.610000 sec): 3 clusters
  Score: Raw -6128763.537882 + Penalty 5252.121840 = -6123511.416042
  nChanged 2709
		SP:Iteration 6F (1469.780000 sec): 3 clusters
  Score: Raw -6130592.221704 + Penalty 5252.121840 = -6125340.099864
  nChanged 2817
		SP:Iteration 7F (1469.940000 sec): 3 clusters
  Score: Raw -6132582.738924 + Penalty 5252.121840 = -6127330.617084
  nChanged 2602
		SP:Iteration 8F (1470.100000 sec): 3 clusters
  Score: Raw -6134520.959920 + Penalty 5252.121840 = -6129268.838081
  nChanged 2175
		SP:Iteration 9F (1470.260000 sec): 3 clusters
  Score: Raw -6136094.314312 + Penalty 5252.121840 = -6130842.192472
  nChanged 1600
		SP:Iteration 10Q (1470.430000 sec): 3 clusters
  Score: Raw -6137225.369950 + Penalty 5252.121840 = -6131973.248110
  nChanged 1160
		SP:Iteration 11Q (1470.590000 sec): 3 clusters
  Score: Raw -6138063.962950 + Penalty 5252.121840 = -6132811.841111
  nChanged 816
		SP:Iteration 12Q (1470.750000 sec): 3 clusters
  Score: Raw -6138660.464343 + Penalty 5252.121840 = -6133408.342503
  nChanged 608
		SP:Iteration 13Q (1470.900000 sec): 3 clusters
  Score: Raw -6139116.514049 + Penalty 5252.121840 = -6133864.392209
  nChanged 474
		SP:Iteration 14Q (1471.040000 sec): 3 clusters
  Score: Raw -6139500.960392 + Penalty 5252.121840 = -6134248.838553
  nChanged 361
		SP:Iteration 15Q (1471.180000 sec): 3 clusters
  Score: Raw -6139792.126058 + Penalty 5252.121840 = -6134540.004219
  nChanged 287
		SP:Iteration 16Q (1471.300000 sec): 3 clusters
  Score: Raw -6140017.636499 + Penalty 5252.121840 = -6134765.514660
  nChanged 199
		SP:Iteration 17Q (1471.440000 sec): 3 clusters
  Score: Raw -6140155.405555 + Penalty 5252.121840 = -6134903.283715
  nChanged 174
		SP:Iteration 18Q (1471.560000 sec): 3 clusters
  Score: Raw -6140231.895068 + Penalty 5252.121840 = -6134979.773228
  nChanged 123
		SP:Iteration 19Q (1471.680000 sec): 3 clusters
  Score: Raw -6140277.200884 + Penalty 5252.121840 = -6135025.079045
  nChanged 88
		SP:Iteration 20F (1471.850000 sec): 3 clusters
  Score: Raw -6140304.589085 + Penalty 5252.121840 = -6135052.467245
  nChanged 66
		SP:Iteration 21Q (1471.970000 sec): 3 clusters
  Score: Raw -6140321.398816 + Penalty 5252.121840 = -6135069.276976
  nChanged 42
		SP:Iteration 22Q (1472.100000 sec): 3 clusters
  Score: Raw -6140331.178586 + Penalty 5252.121840 = -6135079.056746
  nChanged 34
		SP:Iteration 23Q (1472.220000 sec): 3 clusters
  Score: Raw -6140339.135413 + Penalty 5252.121840 = -6135087.013573
  nChanged 28
		SP:Iteration 24Q (1472.340000 sec): 3 clusters
  Score: Raw -6140344.614020 + Penalty 5252.121840 = -6135092.492180
  nChanged 19
		SP:Iteration 25Q (1472.470000 sec): 3 clusters
  Score: Raw -6140348.274986 + Penalty 5252.121840 = -6135096.153147
  nChanged 13
		SP:Iteration 26Q (1472.590000 sec): 3 clusters
  Score: Raw -6140351.198407 + Penalty 5252.121840 = -6135099.076568
  nChanged 15
		SP:Iteration 27Q (1472.710000 sec): 3 clusters
  Score: Raw -6140353.846174 + Penalty 5252.121840 = -6135101.724334
  nChanged 11
		SP:Iteration 28Q (1472.840000 sec): 3 clusters
  Score: Raw -6140355.676912 + Penalty 5252.121840 = -6135103.555072
  nChanged 8
		SP:Iteration 29Q (1472.960000 sec): 3 clusters
  Score: Raw -6140356.749987 + Penalty 5252.121840 = -6135104.628148
  nChanged 8
		SP:Iteration 30Q (1473.080000 sec): 3 clusters
  Score: Raw -6140358.203685 + Penalty 5252.121840 = -6135106.081846
  nChanged 6
		SP:Iteration 31Q (1473.210000 sec): 3 clusters
  Score: Raw -6140359.134836 + Penalty 5252.121840 = -6135107.012997
  nChanged 4
		SP:Iteration 32Q (1473.330000 sec): 3 clusters
  Score: Raw -6140359.773042 + Penalty 5252.121840 = -6135107.651202
  nChanged 3
		SP:Iteration 33Q (1473.440000 sec): 3 clusters
  Score: Raw -6140360.271147 + Penalty 5252.121840 = -6135108.149308
  nChanged 0
		SP:Iteration 34F (1473.600000 sec): 3 clusters
  Score: Raw -6140360.271147 + Penalty 5252.121840 = -6135108.149308
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (121026 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1474.040000 sec): 2 clusters
  Score: Raw -17639833.815477 + Penalty 2902.532648 = -17636931.282829
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1474.530000 sec): 3 clusters
  Score: Raw -17561632.539464 + Penalty 5805.065296 = -17555827.474168
  nChanged 57683
		SP:Iteration 1F (1475.020000 sec): 3 clusters
  Score: Raw -17594671.061823 + Penalty 5805.065296 = -17588865.996527
  nChanged 3764
		SP:Iteration 2Q (1475.520000 sec): 3 clusters
  Score: Raw -17595547.829342 + Penalty 5805.065296 = -17589742.764046
  nChanged 3893
		SP:Iteration 3Q (1476.020000 sec): 3 clusters
  Score: Raw -17596615.190856 + Penalty 5805.065296 = -17590810.125560
  nChanged 4284
		SP:Iteration 4Q (1476.520000 sec): 3 clusters
  Score: Raw -17598039.219645 + Penalty 5805.065296 = -17592234.154349
  nChanged 4999
		SP:Iteration 5Q (1477.020000 sec): 3 clusters
  Score: Raw -17600124.057488 + Penalty 5805.065296 = -17594318.992192
  nChanged 5890
		SP:Iteration 6Q (1477.520000 sec): 3 clusters
  Score: Raw -17603189.955458 + Penalty 5805.065296 = -17597384.890162
  nChanged 6959
		SP:Iteration 7F (1478.010000 sec): 3 clusters
  Score: Raw -17607428.834077 + Penalty 5805.065296 = -17601623.768781
  nChanged 7677
		SP:Iteration 8F (1478.490000 sec): 3 clusters
  Score: Raw -17612738.180375 + Penalty 5805.065296 = -17606933.115079
  nChanged 8292
		SP:Iteration 9F (1478.990000 sec): 3 clusters
  Score: Raw -17619376.135870 + Penalty 5805.065296 = -17613571.070574
  nChanged 8092
		SP:Iteration 10F (1479.480000 sec): 3 clusters
  Score: Raw -17626374.048449 + Penalty 5805.065296 = -17620568.983153
  nChanged 6768
		SP:Iteration 11F (1479.970000 sec): 3 clusters
  Score: Raw -17631903.356880 + Penalty 5805.065296 = -17626098.291584
  nChanged 5221
		SP:Iteration 12Q (1480.450000 sec): 3 clusters
  Score: Raw -17635579.777082 + Penalty 5805.065296 = -17629774.711786
  nChanged 3856
		SP:Iteration 13Q (1480.920000 sec): 3 clusters
  Score: Raw -17638018.052035 + Penalty 5805.065296 = -17632212.986739
  nChanged 3021
		SP:Iteration 14Q (1481.380000 sec): 3 clusters
  Score: Raw -17639618.478059 + Penalty 5805.065296 = -17633813.412763
  nChanged 2294
		SP:Iteration 15Q (1481.840000 sec): 3 clusters
  Score: Raw -17640484.669535 + Penalty 5805.065296 = -17634679.604239
  nChanged 1616
		SP:Iteration 16Q (1482.290000 sec): 3 clusters
  Score: Raw -17640935.647790 + Penalty 5805.065296 = -17635130.582494
  nChanged 1160
		SP:Iteration 17Q (1482.750000 sec): 3 clusters
  Score: Raw -17641160.446933 + Penalty 5805.065296 = -17635355.381637
  nChanged 781
		SP:Iteration 18Q (1483.190000 sec): 3 clusters
  Score: Raw -17641263.103192 + Penalty 5805.065296 = -17635458.037896
  nChanged 513
		SP:Iteration 19Q (1483.650000 sec): 3 clusters
  Score: Raw -17641312.703513 + Penalty 5805.065296 = -17635507.638217
  nChanged 351
		SP:Iteration 20F (1484.180000 sec): 3 clusters
  Score: Raw -17641338.312108 + Penalty 5805.065296 = -17635533.246812
  nChanged 267
		SP:Iteration 21Q (1484.670000 sec): 3 clusters
  Score: Raw -17641354.202872 + Penalty 5805.065296 = -17635549.137576
  nChanged 199
		SP:Iteration 22Q (1485.130000 sec): 3 clusters
  Score: Raw -17641363.654155 + Penalty 5805.065296 = -17635558.588859
  nChanged 151
		SP:Iteration 23Q (1485.590000 sec): 3 clusters
  Score: Raw -17641369.022429 + Penalty 5805.065296 = -17635563.957133
  nChanged 103
		SP:Iteration 24Q (1486.040000 sec): 3 clusters
  Score: Raw -17641372.149456 + Penalty 5805.065296 = -17635567.084160
  nChanged 77
		SP:Iteration 25Q (1486.490000 sec): 3 clusters
  Score: Raw -17641374.735989 + Penalty 5805.065296 = -17635569.670693
  nChanged 72
		SP:Iteration 26Q (1486.950000 sec): 3 clusters
  Score: Raw -17641377.015465 + Penalty 5805.065296 = -17635571.950169
  nChanged 67
		SP:Iteration 27Q (1487.400000 sec): 3 clusters
  Score: Raw -17641378.633214 + Penalty 5805.065296 = -17635573.567918
  nChanged 53
		SP:Iteration 28Q (1487.850000 sec): 3 clusters
  Score: Raw -17641379.888700 + Penalty 5805.065296 = -17635574.823404
  nChanged 39
		SP:Iteration 29Q (1488.310000 sec): 3 clusters
  Score: Raw -17641380.624039 + Penalty 5805.065296 = -17635575.558743
  nChanged 29
		SP:Iteration 30Q (1488.770000 sec): 3 clusters
  Score: Raw -17641381.148293 + Penalty 5805.065296 = -17635576.082997
  nChanged 21
		SP:Iteration 31Q (1489.220000 sec): 3 clusters
  Score: Raw -17641381.443289 + Penalty 5805.065296 = -17635576.377993
  nChanged 13
		SP:Iteration 32Q (1489.680000 sec): 3 clusters
  Score: Raw -17641381.611878 + Penalty 5805.065296 = -17635576.546582
  nChanged 10
		SP:Iteration 33Q (1490.130000 sec): 3 clusters
  Score: Raw -17641381.764141 + Penalty 5805.065296 = -17635576.698845
  nChanged 8
		SP:Iteration 34Q (1490.580000 sec): 3 clusters
  Score: Raw -17641381.913252 + Penalty 5805.065296 = -17635576.847956
  nChanged 9
		SP:Iteration 35Q (1491.040000 sec): 3 clusters
  Score: Raw -17641382.031351 + Penalty 5805.065296 = -17635576.966055
  nChanged 12
		SP:Iteration 36Q (1491.490000 sec): 3 clusters
  Score: Raw -17641382.207357 + Penalty 5805.065296 = -17635577.142061
  nChanged 10
		SP:Iteration 37Q (1491.950000 sec): 3 clusters
  Score: Raw -17641382.338277 + Penalty 5805.065296 = -17635577.272981
  nChanged 11
		SP:Iteration 38Q (1492.400000 sec): 3 clusters
  Score: Raw -17641382.502823 + Penalty 5805.065296 = -17635577.437527
  nChanged 8
		SP:Iteration 39Q (1492.840000 sec): 3 clusters
  Score: Raw -17641382.629041 + Penalty 5805.065296 = -17635577.563745
  nChanged 7
		SP:Iteration 40F (1493.330000 sec): 3 clusters
  Score: Raw -17641382.722275 + Penalty 5805.065296 = -17635577.656979
  nChanged 9
		SP:Iteration 41Q (1493.780000 sec): 3 clusters
  Score: Raw -17641382.846043 + Penalty 5805.065296 = -17635577.780747
  nChanged 7
		SP:Iteration 42Q (1494.230000 sec): 3 clusters
  Score: Raw -17641382.977441 + Penalty 5805.065296 = -17635577.912145
  nChanged 11
		SP:Iteration 43Q (1494.650000 sec): 3 clusters
  Score: Raw -17641383.111510 + Penalty 5805.065296 = -17635578.046214
  nChanged 4
		SP:Iteration 44Q (1495.070000 sec): 3 clusters
  Score: Raw -17641383.158045 + Penalty 5805.065296 = -17635578.092749
  nChanged 3
		SP:Iteration 45Q (1495.490000 sec): 3 clusters
  Score: Raw -17641383.202377 + Penalty 5805.065296 = -17635578.137080
  nChanged 4
		SP:Iteration 46Q (1495.920000 sec): 3 clusters
  Score: Raw -17641383.233064 + Penalty 5805.065296 = -17635578.167768
  nChanged 1
		SP:Iteration 47Q (1496.340000 sec): 3 clusters
  Score: Raw -17641383.238970 + Penalty 5805.065296 = -17635578.173674
  nChanged 1
		SP:Iteration 48Q (1496.760000 sec): 3 clusters
  Score: Raw -17641383.243428 + Penalty 5805.065296 = -17635578.178132
  nChanged 0
		SP:Iteration 49F (1497.210000 sec): 3 clusters
  Score: Raw -17641383.243428 + Penalty 5805.065296 = -17635578.178132
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1497.300000 sec): 2 clusters
  Score: Raw -1791404.319174 + Penalty 2324.095586 = -1789080.223588
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1497.340000 sec): 3 clusters
  Score: Raw -1784942.192884 + Penalty 4648.191171 = -1780294.001712
  nChanged 4979
		SP:Iteration 1F (1497.380000 sec): 3 clusters
  Score: Raw -1787627.299756 + Penalty 4648.191171 = -1782979.108585
  nChanged 686
		SP:Iteration 2F (1497.420000 sec): 3 clusters
  Score: Raw -1787927.007192 + Penalty 4648.191171 = -1783278.816021
  nChanged 579
		SP:Iteration 3Q (1497.470000 sec): 3 clusters
  Score: Raw -1788169.500421 + Penalty 4648.191171 = -1783521.309250
  nChanged 509
		SP:Iteration 4Q (1497.510000 sec): 3 clusters
  Score: Raw -1788384.173887 + Penalty 4648.191171 = -1783735.982716
  nChanged 454
		SP:Iteration 5Q (1497.560000 sec): 3 clusters
  Score: Raw -1788579.110759 + Penalty 4648.191171 = -1783930.919588
  nChanged 463
		SP:Iteration 6Q (1497.600000 sec): 3 clusters
  Score: Raw -1788803.345267 + Penalty 4648.191171 = -1784155.154096
  nChanged 484
		SP:Iteration 7Q (1497.640000 sec): 3 clusters
  Score: Raw -1789060.023621 + Penalty 4648.191171 = -1784411.832450
  nChanged 519
		SP:Iteration 8Q (1497.680000 sec): 3 clusters
  Score: Raw -1789359.765319 + Penalty 4648.191171 = -1784711.574148
  nChanged 550
		SP:Iteration 9Q (1497.730000 sec): 3 clusters
  Score: Raw -1789702.698687 + Penalty 4648.191171 = -1785054.507516
  nChanged 537
		SP:Iteration 10Q (1497.770000 sec): 3 clusters
  Score: Raw -1790069.811563 + Penalty 4648.191171 = -1785421.620392
  nChanged 536
		SP:Iteration 11Q (1497.810000 sec): 3 clusters
  Score: Raw -1790467.927766 + Penalty 4648.191171 = -1785819.736595
  nChanged 453
		SP:Iteration 12Q (1497.860000 sec): 3 clusters
  Score: Raw -1790813.466585 + Penalty 4648.191171 = -1786165.275414
  nChanged 361
		SP:Iteration 13Q (1497.900000 sec): 3 clusters
  Score: Raw -1791107.288928 + Penalty 4648.191171 = -1786459.097757
  nChanged 263
		SP:Iteration 14Q (1497.940000 sec): 3 clusters
  Score: Raw -1791316.062084 + Penalty 4648.191171 = -1786667.870913
  nChanged 200
		SP:Iteration 15Q (1497.980000 sec): 3 clusters
  Score: Raw -1791464.762664 + Penalty 4648.191171 = -1786816.571493
  nChanged 154
		SP:Iteration 16Q (1498.020000 sec): 3 clusters
  Score: Raw -1791576.644201 + Penalty 4648.191171 = -1786928.453030
  nChanged 111
		SP:Iteration 17Q (1498.060000 sec): 3 clusters
  Score: Raw -1791653.658548 + Penalty 4648.191171 = -1787005.467377
  nChanged 81
		SP:Iteration 18Q (1498.090000 sec): 3 clusters
  Score: Raw -1791709.485379 + Penalty 4648.191171 = -1787061.294208
  nChanged 50
		SP:Iteration 19Q (1498.130000 sec): 3 clusters
  Score: Raw -1791744.376991 + Penalty 4648.191171 = -1787096.185820
  nChanged 27
		SP:Iteration 20F (1498.170000 sec): 3 clusters
  Score: Raw -1791767.783475 + Penalty 4648.191171 = -1787119.592304
  nChanged 36
		SP:Iteration 21Q (1498.200000 sec): 3 clusters
  Score: Raw -1791791.039082 + Penalty 4648.191171 = -1787142.847911
  nChanged 26
		SP:Iteration 22Q (1498.240000 sec): 3 clusters
  Score: Raw -1791811.699230 + Penalty 4648.191171 = -1787163.508058
  nChanged 16
		SP:Iteration 23Q (1498.280000 sec): 3 clusters
  Score: Raw -1791826.121781 + Penalty 4648.191171 = -1787177.930609
  nChanged 13
		SP:Iteration 24Q (1498.320000 sec): 3 clusters
  Score: Raw -1791837.778297 + Penalty 4648.191171 = -1787189.587125
  nChanged 10
		SP:Iteration 25Q (1498.360000 sec): 3 clusters
  Score: Raw -1791845.814711 + Penalty 4648.191171 = -1787197.623539
  nChanged 9
		SP:Iteration 26Q (1498.400000 sec): 3 clusters
  Score: Raw -1791851.376920 + Penalty 4648.191171 = -1787203.185749
  nChanged 4
		SP:Iteration 27Q (1498.440000 sec): 3 clusters
  Score: Raw -1791855.246232 + Penalty 4648.191171 = -1787207.055061
  nChanged 7
		SP:Iteration 28Q (1498.480000 sec): 3 clusters
  Score: Raw -1791861.577024 + Penalty 4648.191171 = -1787213.385853
  nChanged 6
		SP:Iteration 29Q (1498.520000 sec): 3 clusters
  Score: Raw -1791866.597075 + Penalty 4648.191171 = -1787218.405903
  nChanged 3
		SP:Iteration 30Q (1498.560000 sec): 3 clusters
  Score: Raw -1791869.182049 + Penalty 4648.191171 = -1787220.990878
  nChanged 4
		SP:Iteration 31Q (1498.600000 sec): 3 clusters
  Score: Raw -1791872.170065 + Penalty 4648.191171 = -1787223.978894
  nChanged 3
		SP:Iteration 32Q (1498.640000 sec): 3 clusters
  Score: Raw -1791873.907808 + Penalty 4648.191171 = -1787225.716637
  nChanged 1
		SP:Iteration 33Q (1498.680000 sec): 3 clusters
  Score: Raw -1791874.353791 + Penalty 4648.191171 = -1787226.162620
  nChanged 2
		SP:Iteration 34Q (1498.720000 sec): 3 clusters
  Score: Raw -1791875.126154 + Penalty 4648.191171 = -1787226.934982
  nChanged 0
		SP:Iteration 35F (1498.760000 sec): 3 clusters
  Score: Raw -1791875.126154 + Penalty 4648.191171 = -1787226.934982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (5231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1498.790000 sec): 2 clusters
  Score: Raw -744859.213134 + Penalty 2123.464720 = -742735.748414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1498.810000 sec): 3 clusters
  Score: Raw -742345.734336 + Penalty 4246.929441 = -738098.804895
  nChanged 1988
		SP:Iteration 1F (1498.830000 sec): 3 clusters
  Score: Raw -743591.787968 + Penalty 4246.929441 = -739344.858527
  nChanged 431
		SP:Iteration 2F (1498.850000 sec): 3 clusters
  Score: Raw -743882.330513 + Penalty 4246.929441 = -739635.401072
  nChanged 314
		SP:Iteration 3F (1498.870000 sec): 3 clusters
  Score: Raw -744097.592662 + Penalty 4246.929441 = -739850.663221
  nChanged 265
		SP:Iteration 4F (1498.890000 sec): 3 clusters
  Score: Raw -744258.261968 + Penalty 4246.929441 = -740011.332527
  nChanged 224
		SP:Iteration 5Q (1498.920000 sec): 3 clusters
  Score: Raw -744417.277359 + Penalty 4246.929441 = -740170.347918
  nChanged 220
		SP:Iteration 6Q (1498.940000 sec): 3 clusters
  Score: Raw -744569.893275 + Penalty 4246.929441 = -740322.963835
  nChanged 193
		SP:Iteration 7Q (1498.960000 sec): 3 clusters
  Score: Raw -744691.464631 + Penalty 4246.929441 = -740444.535190
  nChanged 159
		SP:Iteration 8Q (1498.980000 sec): 3 clusters
  Score: Raw -744796.595280 + Penalty 4246.929441 = -740549.665839
  nChanged 141
		SP:Iteration 9Q (1499.000000 sec): 3 clusters
  Score: Raw -744882.743369 + Penalty 4246.929441 = -740635.813929
  nChanged 113
		SP:Iteration 10Q (1499.020000 sec): 3 clusters
  Score: Raw -744949.266674 + Penalty 4246.929441 = -740702.337233
  nChanged 100
		SP:Iteration 11Q (1499.040000 sec): 3 clusters
  Score: Raw -745011.410234 + Penalty 4246.929441 = -740764.480793
  nChanged 96
		SP:Iteration 12Q (1499.060000 sec): 3 clusters
  Score: Raw -745072.511650 + Penalty 4246.929441 = -740825.582209
  nChanged 89
		SP:Iteration 13Q (1499.080000 sec): 3 clusters
  Score: Raw -745132.058179 + Penalty 4246.929441 = -740885.128738
  nChanged 82
		SP:Iteration 14Q (1499.100000 sec): 3 clusters
  Score: Raw -745187.877105 + Penalty 4246.929441 = -740940.947664
  nChanged 80
		SP:Iteration 15Q (1499.120000 sec): 3 clusters
  Score: Raw -745245.170663 + Penalty 4246.929441 = -740998.241222
  nChanged 72
		SP:Iteration 16Q (1499.140000 sec): 3 clusters
  Score: Raw -745291.347030 + Penalty 4246.929441 = -741044.417590
  nChanged 44
		SP:Iteration 17Q (1499.160000 sec): 3 clusters
  Score: Raw -745315.831273 + Penalty 4246.929441 = -741068.901832
  nChanged 36
		SP:Iteration 18Q (1499.180000 sec): 3 clusters
  Score: Raw -745332.166116 + Penalty 4246.929441 = -741085.236675
  nChanged 28
		SP:Iteration 19Q (1499.200000 sec): 3 clusters
  Score: Raw -745346.969417 + Penalty 4246.929441 = -741100.039976
  nChanged 25
		SP:Iteration 20F (1499.220000 sec): 3 clusters
  Score: Raw -745361.340564 + Penalty 4246.929441 = -741114.411123
  nChanged 21
		SP:Iteration 21Q (1499.240000 sec): 3 clusters
  Score: Raw -745374.715097 + Penalty 4246.929441 = -741127.785656
  nChanged 22
		SP:Iteration 22Q (1499.260000 sec): 3 clusters
  Score: Raw -745387.443461 + Penalty 4246.929441 = -741140.514020
  nChanged 22
		SP:Iteration 23Q (1499.280000 sec): 3 clusters
  Score: Raw -745397.881298 + Penalty 4246.929441 = -741150.951858
  nChanged 15
		SP:Iteration 24Q (1499.300000 sec): 3 clusters
  Score: Raw -745405.958756 + Penalty 4246.929441 = -741159.029315
  nChanged 16
		SP:Iteration 25Q (1499.320000 sec): 3 clusters
  Score: Raw -745414.422149 + Penalty 4246.929441 = -741167.492708
  nChanged 17
		SP:Iteration 26Q (1499.340000 sec): 3 clusters
  Score: Raw -745421.106661 + Penalty 4246.929441 = -741174.177220
  nChanged 8
		SP:Iteration 27Q (1499.360000 sec): 3 clusters
  Score: Raw -745424.857780 + Penalty 4246.929441 = -741177.928340
  nChanged 7
		SP:Iteration 28Q (1499.380000 sec): 3 clusters
  Score: Raw -745428.302178 + Penalty 4246.929441 = -741181.372737
  nChanged 6
		SP:Iteration 29Q (1499.390000 sec): 3 clusters
  Score: Raw -745431.406544 + Penalty 4246.929441 = -741184.477103
  nChanged 6
		SP:Iteration 30Q (1499.410000 sec): 3 clusters
  Score: Raw -745434.196276 + Penalty 4246.929441 = -741187.266836
  nChanged 10
		SP:Iteration 31Q (1499.430000 sec): 3 clusters
  Score: Raw -745440.900583 + Penalty 4246.929441 = -741193.971143
  nChanged 8
		SP:Iteration 32Q (1499.450000 sec): 3 clusters
  Score: Raw -745444.771063 + Penalty 4246.929441 = -741197.841622
  nChanged 6
		SP:Iteration 33Q (1499.470000 sec): 3 clusters
  Score: Raw -745447.236129 + Penalty 4246.929441 = -741200.306688
  nChanged 4
		SP:Iteration 34Q (1499.490000 sec): 3 clusters
  Score: Raw -745449.348340 + Penalty 4246.929441 = -741202.418899
  nChanged 5
		SP:Iteration 35Q (1499.500000 sec): 3 clusters
  Score: Raw -745452.087731 + Penalty 4246.929441 = -741205.158290
  nChanged 5
		SP:Iteration 36Q (1499.520000 sec): 3 clusters
  Score: Raw -745454.784081 + Penalty 4246.929441 = -741207.854640
  nChanged 2
		SP:Iteration 37Q (1499.540000 sec): 3 clusters
  Score: Raw -745456.540867 + Penalty 4246.929441 = -741209.611426
  nChanged 1
		SP:Iteration 38Q (1499.560000 sec): 3 clusters
  Score: Raw -745457.350016 + Penalty 4246.929441 = -741210.420575
  nChanged 3
		SP:Iteration 39Q (1499.580000 sec): 3 clusters
  Score: Raw -745458.598652 + Penalty 4246.929441 = -741211.669211
  nChanged 0
		SP:Iteration 40F (1499.600000 sec): 3 clusters
  Score: Raw -745458.598652 + Penalty 4246.929441 = -741211.669211
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1499.600000 sec): 2 clusters
  Score: Raw -28187.196059 + Penalty 1371.298414 = -26815.897645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1499.600000 sec): 3 clusters
  Score: Raw -28498.329613 + Penalty 2742.596827 = -25755.732785
  nChanged 43
		SP:Iteration 1F (1499.610000 sec): 3 clusters
  Score: Raw -28802.858279 + Penalty 2742.596827 = -26060.261451
  nChanged 24
		SP:Iteration 2F (1499.610000 sec): 3 clusters
  Score: Raw -29034.327009 + Penalty 2742.596827 = -26291.730182
  nChanged 15
		SP:Iteration 3F (1499.610000 sec): 3 clusters
  Score: Raw -29135.634076 + Penalty 2742.596827 = -26393.037248
  nChanged 9
		SP:Iteration 4Q (1499.610000 sec): 3 clusters
  Score: Raw -29360.662608 + Penalty 2742.596827 = -26618.065780
  nChanged 6
		SP:Iteration 5Q (1499.610000 sec): 3 clusters
  Score: Raw -29461.585464 + Penalty 2742.596827 = -26718.988637
  nChanged 7
		SP:Iteration 6Q (1499.610000 sec): 3 clusters
  Score: Raw -29542.929278 + Penalty 2742.596827 = -26800.332451
  nChanged 3
		SP:Iteration 7Q (1499.610000 sec): 3 clusters
  Score: Raw -29570.020356 + Penalty 2742.596827 = -26827.423528
  nChanged 2
		SP:Iteration 8Q (1499.610000 sec): 3 clusters
  Score: Raw -29582.101960 + Penalty 2742.596827 = -26839.505133
  nChanged 1
		SP:Iteration 9Q (1499.610000 sec): 3 clusters
  Score: Raw -29586.759993 + Penalty 2742.596827 = -26844.163165
  nChanged 1
		SP:Iteration 10Q (1499.620000 sec): 3 clusters
  Score: Raw -29593.140613 + Penalty 2742.596827 = -26850.543785
  nChanged 0
		SP:Iteration 11F (1499.620000 sec): 3 clusters
  Score: Raw -29593.284712 + Penalty 2742.596827 = -26850.687885
  nChanged 1
		SP:Iteration 12Q (1499.620000 sec): 3 clusters
  Score: Raw -29611.467650 + Penalty 2742.596827 = -26868.870823
  nChanged 0
		SP:Iteration 13F (1499.620000 sec): 3 clusters
  Score: Raw -29611.467650 + Penalty 2742.596827 = -26868.870823
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 33.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (31290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1499.740000 sec): 2 clusters
  Score: Raw -4567338.807658 + Penalty 2567.061351 = -4564771.746307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1499.870000 sec): 3 clusters
  Score: Raw -4548657.662049 + Penalty 5134.122703 = -4543523.539346
  nChanged 14036
		SP:Iteration 1F (1500.000000 sec): 3 clusters
  Score: Raw -4556401.115939 + Penalty 5134.122703 = -4551266.993236
  nChanged 1513
		SP:Iteration 2Q (1500.130000 sec): 3 clusters
  Score: Raw -4556979.507727 + Penalty 5134.122703 = -4551845.385024
  nChanged 1565
		SP:Iteration 3F (1500.260000 sec): 3 clusters
  Score: Raw -4557767.163005 + Penalty 5134.122703 = -4552633.040302
  nChanged 1731
		SP:Iteration 4F (1500.380000 sec): 3 clusters
  Score: Raw -4558822.227851 + Penalty 5134.122703 = -4553688.105148
  nChanged 1970
		SP:Iteration 5F (1500.510000 sec): 3 clusters
  Score: Raw -4560154.141554 + Penalty 5134.122703 = -4555020.018851
  nChanged 2096
		SP:Iteration 6F (1500.640000 sec): 3 clusters
  Score: Raw -4561558.152117 + Penalty 5134.122703 = -4556424.029414
  nChanged 2070
		SP:Iteration 7F (1500.760000 sec): 3 clusters
  Score: Raw -4562929.855934 + Penalty 5134.122703 = -4557795.733231
  nChanged 1804
		SP:Iteration 8F (1500.890000 sec): 3 clusters
  Score: Raw -4564025.077353 + Penalty 5134.122703 = -4558890.954650
  nChanged 1361
		SP:Iteration 9Q (1501.020000 sec): 3 clusters
  Score: Raw -4564724.291283 + Penalty 5134.122703 = -4559590.168580
  nChanged 959
		SP:Iteration 10Q (1501.150000 sec): 3 clusters
  Score: Raw -4565116.503981 + Penalty 5134.122703 = -4559982.381278
  nChanged 649
		SP:Iteration 11Q (1501.280000 sec): 3 clusters
  Score: Raw -4565332.653532 + Penalty 5134.122703 = -4560198.530829
  nChanged 493
		SP:Iteration 12Q (1501.410000 sec): 3 clusters
  Score: Raw -4565490.087340 + Penalty 5134.122703 = -4560355.964637
  nChanged 433
		SP:Iteration 13Q (1501.540000 sec): 3 clusters
  Score: Raw -4565631.090146 + Penalty 5134.122703 = -4560496.967443
  nChanged 407
		SP:Iteration 14Q (1501.670000 sec): 3 clusters
  Score: Raw -4565761.481666 + Penalty 5134.122703 = -4560627.358963
  nChanged 380
		SP:Iteration 15Q (1501.800000 sec): 3 clusters
  Score: Raw -4565883.879931 + Penalty 5134.122703 = -4560749.757228
  nChanged 385
		SP:Iteration 16Q (1501.920000 sec): 3 clusters
  Score: Raw -4566024.748038 + Penalty 5134.122703 = -4560890.625335
  nChanged 373
		SP:Iteration 17Q (1502.050000 sec): 3 clusters
  Score: Raw -4566191.554037 + Penalty 5134.122703 = -4561057.431334
  nChanged 390
		SP:Iteration 18Q (1502.180000 sec): 3 clusters
  Score: Raw -4566489.067690 + Penalty 5134.122703 = -4561354.944987
  nChanged 411
		SP:Iteration 19Q (1502.300000 sec): 3 clusters
  Score: Raw -4566984.753804 + Penalty 5134.122703 = -4561850.631101
  nChanged 355
		SP:Iteration 20F (1502.430000 sec): 3 clusters
  Score: Raw -4567494.973479 + Penalty 5134.122703 = -4562360.850776
  nChanged 309
		SP:Iteration 21Q (1502.550000 sec): 3 clusters
  Score: Raw -4567854.336573 + Penalty 5134.122703 = -4562720.213870
  nChanged 274
		SP:Iteration 22Q (1502.660000 sec): 3 clusters
  Score: Raw -4568038.061789 + Penalty 5134.122703 = -4562903.939086
  nChanged 231
		SP:Iteration 23Q (1502.760000 sec): 3 clusters
  Score: Raw -4568154.323150 + Penalty 5134.122703 = -4563020.200447
  nChanged 174
		SP:Iteration 24Q (1502.870000 sec): 3 clusters
  Score: Raw -4568214.581324 + Penalty 5134.122703 = -4563080.458621
  nChanged 138
		SP:Iteration 25Q (1502.970000 sec): 3 clusters
  Score: Raw -4568254.138907 + Penalty 5134.122703 = -4563120.016204
  nChanged 124
		SP:Iteration 26Q (1503.070000 sec): 3 clusters
  Score: Raw -4568290.500967 + Penalty 5134.122703 = -4563156.378264
  nChanged 99
		SP:Iteration 27Q (1503.180000 sec): 3 clusters
  Score: Raw -4568316.922295 + Penalty 5134.122703 = -4563182.799592
  nChanged 81
		SP:Iteration 28Q (1503.280000 sec): 3 clusters
  Score: Raw -4568339.690555 + Penalty 5134.122703 = -4563205.567852
  nChanged 66
		SP:Iteration 29Q (1503.380000 sec): 3 clusters
  Score: Raw -4568354.390937 + Penalty 5134.122703 = -4563220.268234
  nChanged 59
		SP:Iteration 30Q (1503.480000 sec): 3 clusters
  Score: Raw -4568367.244669 + Penalty 5134.122703 = -4563233.121966
  nChanged 50
		SP:Iteration 31Q (1503.580000 sec): 3 clusters
  Score: Raw -4568376.733998 + Penalty 5134.122703 = -4563242.611295
  nChanged 44
		SP:Iteration 32Q (1503.680000 sec): 3 clusters
  Score: Raw -4568386.098761 + Penalty 5134.122703 = -4563251.976058
  nChanged 46
		SP:Iteration 33Q (1503.790000 sec): 3 clusters
  Score: Raw -4568396.311898 + Penalty 5134.122703 = -4563262.189195
  nChanged 36
		SP:Iteration 34Q (1503.890000 sec): 3 clusters
  Score: Raw -4568405.921465 + Penalty 5134.122703 = -4563271.798762
  nChanged 35
		SP:Iteration 35Q (1503.990000 sec): 3 clusters
  Score: Raw -4568413.154289 + Penalty 5134.122703 = -4563279.031586
  nChanged 22
		SP:Iteration 36Q (1504.080000 sec): 3 clusters
  Score: Raw -4568416.717683 + Penalty 5134.122703 = -4563282.594980
  nChanged 23
		SP:Iteration 37Q (1504.180000 sec): 3 clusters
  Score: Raw -4568420.544947 + Penalty 5134.122703 = -4563286.422244
  nChanged 19
		SP:Iteration 38Q (1504.280000 sec): 3 clusters
  Score: Raw -4568424.248386 + Penalty 5134.122703 = -4563290.125683
  nChanged 23
		SP:Iteration 39Q (1504.380000 sec): 3 clusters
  Score: Raw -4568428.355294 + Penalty 5134.122703 = -4563294.232591
  nChanged 19
		SP:Iteration 40F (1504.500000 sec): 3 clusters
  Score: Raw -4568431.025702 + Penalty 5134.122703 = -4563296.902999
  nChanged 15
		SP:Iteration 41Q (1504.600000 sec): 3 clusters
  Score: Raw -4568433.470830 + Penalty 5134.122703 = -4563299.348127
  nChanged 10
		SP:Iteration 42Q (1504.700000 sec): 3 clusters
  Score: Raw -4568434.749004 + Penalty 5134.122703 = -4563300.626301
  nChanged 6
		SP:Iteration 43Q (1504.800000 sec): 3 clusters
  Score: Raw -4568435.573426 + Penalty 5134.122703 = -4563301.450723
  nChanged 5
		SP:Iteration 44Q (1504.900000 sec): 3 clusters
  Score: Raw -4568436.469729 + Penalty 5134.122703 = -4563302.347026
  nChanged 8
		SP:Iteration 45Q (1505.000000 sec): 3 clusters
  Score: Raw -4568438.183457 + Penalty 5134.122703 = -4563304.060754
  nChanged 7
		SP:Iteration 46Q (1505.100000 sec): 3 clusters
  Score: Raw -4568439.575979 + Penalty 5134.122703 = -4563305.453276
  nChanged 9
		SP:Iteration 47Q (1505.200000 sec): 3 clusters
  Score: Raw -4568441.043884 + Penalty 5134.122703 = -4563306.921181
  nChanged 11
		SP:Iteration 48Q (1505.300000 sec): 3 clusters
  Score: Raw -4568442.553665 + Penalty 5134.122703 = -4563308.430962
  nChanged 5
		SP:Iteration 49Q (1505.410000 sec): 3 clusters
  Score: Raw -4568443.097508 + Penalty 5134.122703 = -4563308.974805
  nChanged 2
		SP:Iteration 50Q (1505.510000 sec): 3 clusters
  Score: Raw -4568443.265587 + Penalty 5134.122703 = -4563309.142884
  nChanged 0
		SP:Iteration 51F (1505.640000 sec): 3 clusters
  Score: Raw -4568443.265587 + Penalty 5134.122703 = -4563309.142884
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.650000 sec): 2 clusters
  Score: Raw -52879.326026 + Penalty 1478.967677 = -51400.358349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.660000 sec): 3 clusters
  Score: Raw -53107.559135 + Penalty 2957.935354 = -50149.623781
  nChanged 70
		SP:Iteration 1F (1505.660000 sec): 3 clusters
  Score: Raw -53314.957610 + Penalty 2957.935354 = -50357.022255
  nChanged 27
		SP:Iteration 2F (1505.660000 sec): 3 clusters
  Score: Raw -53427.461603 + Penalty 2957.935354 = -50469.526249
  nChanged 14
		SP:Iteration 3Q (1505.660000 sec): 3 clusters
  Score: Raw -53499.386606 + Penalty 2957.935354 = -50541.451251
  nChanged 9
		SP:Iteration 4Q (1505.660000 sec): 3 clusters
  Score: Raw -53543.574960 + Penalty 2957.935354 = -50585.639606
  nChanged 7
		SP:Iteration 5Q (1505.660000 sec): 3 clusters
  Score: Raw -53566.152281 + Penalty 2957.935354 = -50608.216927
  nChanged 3
		SP:Iteration 6Q (1505.660000 sec): 3 clusters
  Score: Raw -53571.084325 + Penalty 2957.935354 = -50613.148970
  nChanged 3
		SP:Iteration 7Q (1505.670000 sec): 3 clusters
  Score: Raw -53579.723107 + Penalty 2957.935354 = -50621.787753
  nChanged 1
		SP:Iteration 8Q (1505.670000 sec): 3 clusters
  Score: Raw -53583.962409 + Penalty 2957.935354 = -50626.027054
  nChanged 2
		SP:Iteration 9Q (1505.670000 sec): 3 clusters
  Score: Raw -53596.004512 + Penalty 2957.935354 = -50638.069158
  nChanged 2
		SP:Iteration 10Q (1505.670000 sec): 3 clusters
  Score: Raw -53599.704008 + Penalty 2957.935354 = -50641.768653
  nChanged 0
		SP:Iteration 11F (1505.670000 sec): 3 clusters
  Score: Raw -53599.704008 + Penalty 2957.935354 = -50641.768653
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 23 (597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.680000 sec): 2 clusters
  Score: Raw -76864.745267 + Penalty 1585.195444 = -75279.549823
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.680000 sec): 3 clusters
  Score: Raw -76870.675729 + Penalty 3170.390888 = -73700.284841
  nChanged 132
		SP:Iteration 1F (1505.680000 sec): 3 clusters
  Score: Raw -77169.395089 + Penalty 3170.390888 = -73999.004201
  nChanged 32
		SP:Iteration 2F (1505.680000 sec): 3 clusters
  Score: Raw -77285.654149 + Penalty 3170.390888 = -74115.263261
  nChanged 18
		SP:Iteration 3Q (1505.690000 sec): 3 clusters
  Score: Raw -77406.885014 + Penalty 3170.390888 = -74236.494126
  nChanged 19
		SP:Iteration 4Q (1505.690000 sec): 3 clusters
  Score: Raw -77457.905943 + Penalty 3170.390888 = -74287.515055
  nChanged 15
		SP:Iteration 5Q (1505.690000 sec): 3 clusters
  Score: Raw -77494.904994 + Penalty 3170.390888 = -74324.514106
  nChanged 10
		SP:Iteration 6Q (1505.690000 sec): 3 clusters
  Score: Raw -77532.721753 + Penalty 3170.390888 = -74362.330865
  nChanged 10
		SP:Iteration 7Q (1505.700000 sec): 3 clusters
  Score: Raw -77589.985971 + Penalty 3170.390888 = -74419.595083
  nChanged 8
		SP:Iteration 8Q (1505.700000 sec): 3 clusters
  Score: Raw -77641.761503 + Penalty 3170.390888 = -74471.370615
  nChanged 9
		SP:Iteration 9Q (1505.700000 sec): 3 clusters
  Score: Raw -77667.056582 + Penalty 3170.390888 = -74496.665693
  nChanged 6
		SP:Iteration 10Q (1505.700000 sec): 3 clusters
  Score: Raw -77711.116417 + Penalty 3170.390888 = -74540.725529
  nChanged 2
		SP:Iteration 11Q (1505.700000 sec): 3 clusters
  Score: Raw -77739.627961 + Penalty 3170.390888 = -74569.237073
  nChanged 3
		SP:Iteration 12Q (1505.710000 sec): 3 clusters
  Score: Raw -77744.232903 + Penalty 3170.390888 = -74573.842015
  nChanged 3
		SP:Iteration 13Q (1505.710000 sec): 3 clusters
  Score: Raw -77748.661213 + Penalty 3170.390888 = -74578.270325
  nChanged 0
		SP:Iteration 14F (1505.710000 sec): 3 clusters
  Score: Raw -77748.661213 + Penalty 3170.390888 = -74578.270325
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1776 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.720000 sec): 2 clusters
  Score: Raw -255120.713604 + Penalty 1855.565493 = -253265.148111
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.730000 sec): 3 clusters
  Score: Raw -254493.197884 + Penalty 3711.130986 = -250782.066898
  nChanged 546
		SP:Iteration 1F (1505.740000 sec): 3 clusters
  Score: Raw -254900.813710 + Penalty 3711.130986 = -251189.682724
  nChanged 127
		SP:Iteration 2F (1505.740000 sec): 3 clusters
  Score: Raw -255014.480262 + Penalty 3711.130986 = -251303.349276
  nChanged 72
		SP:Iteration 3Q (1505.750000 sec): 3 clusters
  Score: Raw -255082.634658 + Penalty 3711.130986 = -251371.503672
  nChanged 52
		SP:Iteration 4Q (1505.760000 sec): 3 clusters
  Score: Raw -255142.203270 + Penalty 3711.130986 = -251431.072284
  nChanged 47
		SP:Iteration 5Q (1505.760000 sec): 3 clusters
  Score: Raw -255192.289717 + Penalty 3711.130986 = -251481.158731
  nChanged 49
		SP:Iteration 6Q (1505.770000 sec): 3 clusters
  Score: Raw -255245.902878 + Penalty 3711.130986 = -251534.771892
  nChanged 56
		SP:Iteration 7Q (1505.780000 sec): 3 clusters
  Score: Raw -255312.911491 + Penalty 3711.130986 = -251601.780505
  nChanged 52
		SP:Iteration 8Q (1505.780000 sec): 3 clusters
  Score: Raw -255371.265475 + Penalty 3711.130986 = -251660.134489
  nChanged 42
		SP:Iteration 9Q (1505.790000 sec): 3 clusters
  Score: Raw -255418.569787 + Penalty 3711.130986 = -251707.438800
  nChanged 44
		SP:Iteration 10Q (1505.800000 sec): 3 clusters
  Score: Raw -255457.816349 + Penalty 3711.130986 = -251746.685363
  nChanged 45
		SP:Iteration 11Q (1505.800000 sec): 3 clusters
  Score: Raw -255504.661164 + Penalty 3711.130986 = -251793.530178
  nChanged 34
		SP:Iteration 12Q (1505.810000 sec): 3 clusters
  Score: Raw -255541.973676 + Penalty 3711.130986 = -251830.842689
  nChanged 25
		SP:Iteration 13Q (1505.820000 sec): 3 clusters
  Score: Raw -255564.549750 + Penalty 3711.130986 = -251853.418763
  nChanged 20
		SP:Iteration 14Q (1505.820000 sec): 3 clusters
  Score: Raw -255588.112825 + Penalty 3711.130986 = -251876.981838
  nChanged 23
		SP:Iteration 15Q (1505.830000 sec): 3 clusters
  Score: Raw -255612.032067 + Penalty 3711.130986 = -251900.901081
  nChanged 34
		SP:Iteration 16Q (1505.840000 sec): 3 clusters
  Score: Raw -255654.115186 + Penalty 3711.130986 = -251942.984200
  nChanged 25
		SP:Iteration 17Q (1505.850000 sec): 3 clusters
  Score: Raw -255686.946759 + Penalty 3711.130986 = -251975.815773
  nChanged 21
		SP:Iteration 18Q (1505.860000 sec): 3 clusters
  Score: Raw -255701.668627 + Penalty 3711.130986 = -251990.537641
  nChanged 8
		SP:Iteration 19Q (1505.860000 sec): 3 clusters
  Score: Raw -255709.961522 + Penalty 3711.130986 = -251998.830536
  nChanged 9
		SP:Iteration 20F (1505.870000 sec): 3 clusters
  Score: Raw -255717.744558 + Penalty 3711.130986 = -252006.613572
  nChanged 7
		SP:Iteration 21Q (1505.880000 sec): 3 clusters
  Score: Raw -255723.186102 + Penalty 3711.130986 = -252012.055116
  nChanged 2
		SP:Iteration 22Q (1505.880000 sec): 3 clusters
  Score: Raw -255726.447307 + Penalty 3711.130986 = -252015.316321
  nChanged 2
		SP:Iteration 23Q (1505.890000 sec): 3 clusters
  Score: Raw -255727.275967 + Penalty 3711.130986 = -252016.144981
  nChanged 1
		SP:Iteration 24Q (1505.900000 sec): 3 clusters
  Score: Raw -255728.098380 + Penalty 3711.130986 = -252016.967394
  nChanged 0
		SP:Iteration 25F (1505.900000 sec): 3 clusters
  Score: Raw -255728.098380 + Penalty 3711.130986 = -252016.967394
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.910000 sec): 2 clusters
  Score: Raw -14653.617785 + Penalty 1235.934442 = -13417.683343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.910000 sec): 3 clusters
  Score: Raw -15106.457535 + Penalty 2471.868884 = -12634.588651
  nChanged 19
		SP:Iteration 1F (1505.910000 sec): 3 clusters
  Score: Raw -15264.622646 + Penalty 2471.868884 = -12792.753762
  nChanged 6
		SP:Iteration 2Q (1505.910000 sec): 3 clusters
  Score: Raw -15345.229421 + Penalty 2471.868884 = -12873.360536
  nChanged 2
		SP:Iteration 3Q (1505.910000 sec): 3 clusters
  Score: Raw -15401.091939 + Penalty 2471.868884 = -12929.223054
  nChanged 0
		SP:Iteration 4F (1505.910000 sec): 3 clusters
  Score: Raw -15401.091939 + Penalty 2471.868884 = -12929.223054
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.920000 sec): 2 clusters
  Score: Raw -129928.921108 + Penalty 1708.113038 = -128220.808070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.920000 sec): 3 clusters
  Score: Raw -129702.610105 + Penalty 3416.226076 = -126286.384029
  nChanged 220
		SP:Iteration 1F (1505.920000 sec): 3 clusters
  Score: Raw -129989.833810 + Penalty 3416.226076 = -126573.607735
  nChanged 81
		SP:Iteration 2F (1505.930000 sec): 3 clusters
  Score: Raw -130120.518913 + Penalty 3416.226076 = -126704.292837
  nChanged 54
		SP:Iteration 3F (1505.930000 sec): 3 clusters
  Score: Raw -130212.599268 + Penalty 3416.226076 = -126796.373193
  nChanged 40
		SP:Iteration 4Q (1505.940000 sec): 3 clusters
  Score: Raw -130280.239762 + Penalty 3416.226076 = -126864.013687
  nChanged 33
		SP:Iteration 5Q (1505.940000 sec): 3 clusters
  Score: Raw -130342.732506 + Penalty 3416.226076 = -126926.506430
  nChanged 34
		SP:Iteration 6Q (1505.940000 sec): 3 clusters
  Score: Raw -130435.636209 + Penalty 3416.226076 = -127019.410133
  nChanged 42
		SP:Iteration 7Q (1505.950000 sec): 3 clusters
  Score: Raw -130576.699801 + Penalty 3416.226076 = -127160.473725
  nChanged 42
		SP:Iteration 8Q (1505.950000 sec): 3 clusters
  Score: Raw -130706.277060 + Penalty 3416.226076 = -127290.050984
  nChanged 44
		SP:Iteration 9Q (1505.960000 sec): 3 clusters
  Score: Raw -130827.902830 + Penalty 3416.226076 = -127411.676755
  nChanged 39
		SP:Iteration 10Q (1505.960000 sec): 3 clusters
  Score: Raw -130977.352186 + Penalty 3416.226076 = -127561.126110
  nChanged 33
		SP:Iteration 11Q (1505.960000 sec): 3 clusters
  Score: Raw -131070.213279 + Penalty 3416.226076 = -127653.987204
  nChanged 27
		SP:Iteration 12Q (1505.960000 sec): 3 clusters
  Score: Raw -131174.882442 + Penalty 3416.226076 = -127758.656366
  nChanged 15
		SP:Iteration 13Q (1505.970000 sec): 3 clusters
  Score: Raw -131240.631434 + Penalty 3416.226076 = -127824.405358
  nChanged 13
		SP:Iteration 14Q (1505.970000 sec): 3 clusters
  Score: Raw -131282.875823 + Penalty 3416.226076 = -127866.649748
  nChanged 9
		SP:Iteration 15Q (1505.980000 sec): 3 clusters
  Score: Raw -131300.773320 + Penalty 3416.226076 = -127884.547245
  nChanged 1
		SP:Iteration 16Q (1505.980000 sec): 3 clusters
  Score: Raw -131301.759803 + Penalty 3416.226076 = -127885.533727
  nChanged 1
		SP:Iteration 17Q (1505.980000 sec): 3 clusters
  Score: Raw -131303.310186 + Penalty 3416.226076 = -127887.084110
  nChanged 1
		SP:Iteration 18Q (1505.980000 sec): 3 clusters
  Score: Raw -131303.845306 + Penalty 3416.226076 = -127887.619230
  nChanged 0
		SP:Iteration 19F (1505.990000 sec): 3 clusters
  Score: Raw -131303.845306 + Penalty 3416.226076 = -127887.619230
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (157701 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1506.580000 sec): 2 clusters
  Score: Raw -22886003.896056 + Penalty 2968.177116 = -22883035.718940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1507.220000 sec): 3 clusters
  Score: Raw -22783547.779910 + Penalty 5936.354233 = -22777611.425678
  nChanged 75483
		SP:Iteration 1F (1507.860000 sec): 3 clusters
  Score: Raw -22827175.381459 + Penalty 5936.354233 = -22821239.027227
  nChanged 5138
		SP:Iteration 2Q (1508.530000 sec): 3 clusters
  Score: Raw -22828580.297710 + Penalty 5936.354233 = -22822643.943478
  nChanged 5855
		SP:Iteration 3Q (1509.190000 sec): 3 clusters
  Score: Raw -22830570.696208 + Penalty 5936.354233 = -22824634.341976
  nChanged 6925
		SP:Iteration 4Q (1509.840000 sec): 3 clusters
  Score: Raw -22833556.737623 + Penalty 5936.354233 = -22827620.383391
  nChanged 8528
		SP:Iteration 5F (1510.470000 sec): 3 clusters
  Score: Raw -22838270.005010 + Penalty 5936.354233 = -22832333.650777
  nChanged 10574
		SP:Iteration 6F (1511.110000 sec): 3 clusters
  Score: Raw -22845647.978851 + Penalty 5936.354233 = -22839711.624618
  nChanged 11962
		SP:Iteration 7F (1511.750000 sec): 3 clusters
  Score: Raw -22855510.097964 + Penalty 5936.354233 = -22849573.743731
  nChanged 11526
		SP:Iteration 8F (1512.390000 sec): 3 clusters
  Score: Raw -22865863.688049 + Penalty 5936.354233 = -22859927.333816
  nChanged 9236
		SP:Iteration 9F (1513.020000 sec): 3 clusters
  Score: Raw -22874336.269916 + Penalty 5936.354233 = -22868399.915683
  nChanged 6186
		SP:Iteration 10Q (1513.600000 sec): 3 clusters
  Score: Raw -22879925.605398 + Penalty 5936.354233 = -22873989.251165
  nChanged 3629
		SP:Iteration 11Q (1514.130000 sec): 3 clusters
  Score: Raw -22883092.416466 + Penalty 5936.354233 = -22877156.062233
  nChanged 1895
		SP:Iteration 12Q (1514.630000 sec): 3 clusters
  Score: Raw -22884697.190996 + Penalty 5936.354233 = -22878760.836764
  nChanged 941
		SP:Iteration 13Q (1515.110000 sec): 3 clusters
  Score: Raw -22885476.453895 + Penalty 5936.354233 = -22879540.099662
  nChanged 468
		SP:Iteration 14Q (1515.580000 sec): 3 clusters
  Score: Raw -22885822.543471 + Penalty 5936.354233 = -22879886.189238
  nChanged 278
		SP:Iteration 15Q (1516.030000 sec): 3 clusters
  Score: Raw -22886016.363948 + Penalty 5936.354233 = -22880080.009715
  nChanged 196
		SP:Iteration 16Q (1516.480000 sec): 3 clusters
  Score: Raw -22886153.659831 + Penalty 5936.354233 = -22880217.305598
  nChanged 145
		SP:Iteration 17Q (1516.930000 sec): 3 clusters
  Score: Raw -22886260.814112 + Penalty 5936.354233 = -22880324.459880
  nChanged 104
		SP:Iteration 18Q (1517.380000 sec): 3 clusters
  Score: Raw -22886332.798499 + Penalty 5936.354233 = -22880396.444267
  nChanged 71
		SP:Iteration 19Q (1517.840000 sec): 3 clusters
  Score: Raw -22886372.708397 + Penalty 5936.354233 = -22880436.354164
  nChanged 55
		SP:Iteration 20F (1518.470000 sec): 3 clusters
  Score: Raw -22886406.971829 + Penalty 5936.354233 = -22880470.617596
  nChanged 40
		SP:Iteration 21Q (1518.920000 sec): 3 clusters
  Score: Raw -22886429.333388 + Penalty 5936.354233 = -22880492.979156
  nChanged 25
		SP:Iteration 22Q (1519.360000 sec): 3 clusters
  Score: Raw -22886446.008472 + Penalty 5936.354233 = -22880509.654239
  nChanged 29
		SP:Iteration 23Q (1519.800000 sec): 3 clusters
  Score: Raw -22886463.552455 + Penalty 5936.354233 = -22880527.198222
  nChanged 21
		SP:Iteration 24Q (1520.250000 sec): 3 clusters
  Score: Raw -22886474.843766 + Penalty 5936.354233 = -22880538.489533
  nChanged 27
		SP:Iteration 25Q (1520.700000 sec): 3 clusters
  Score: Raw -22886488.421475 + Penalty 5936.354233 = -22880552.067242
  nChanged 16
		SP:Iteration 26Q (1521.150000 sec): 3 clusters
  Score: Raw -22886496.118108 + Penalty 5936.354233 = -22880559.763875
  nChanged 14
		SP:Iteration 27Q (1521.600000 sec): 3 clusters
  Score: Raw -22886506.008594 + Penalty 5936.354233 = -22880569.654362
  nChanged 10
		SP:Iteration 28Q (1522.040000 sec): 3 clusters
  Score: Raw -22886510.798218 + Penalty 5936.354233 = -22880574.443985
  nChanged 6
		SP:Iteration 29Q (1522.480000 sec): 3 clusters
  Score: Raw -22886513.522288 + Penalty 5936.354233 = -22880577.168055
  nChanged 6
		SP:Iteration 30Q (1522.930000 sec): 3 clusters
  Score: Raw -22886516.248093 + Penalty 5936.354233 = -22880579.893860
  nChanged 2
		SP:Iteration 31Q (1523.370000 sec): 3 clusters
  Score: Raw -22886517.180878 + Penalty 5936.354233 = -22880580.826645
  nChanged 0
		SP:Iteration 32F (1524.000000 sec): 3 clusters
  Score: Raw -22886517.180878 + Penalty 5936.354233 = -22880580.826645
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1524.070000 sec): 2 clusters
  Score: Raw -19289.578445 + Penalty 1302.563810 = -17987.014635
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1524.070000 sec): 3 clusters
  Score: Raw -19577.041855 + Penalty 2605.127620 = -16971.914234
  nChanged 31
		SP:Iteration 1F (1524.070000 sec): 3 clusters
  Score: Raw -19965.199257 + Penalty 2605.127620 = -17360.071637
  nChanged 8
		SP:Iteration 2Q (1524.070000 sec): 3 clusters
  Score: Raw -20071.261979 + Penalty 2605.127620 = -17466.134359
  nChanged 1
		SP:Iteration 3Q (1524.080000 sec): 3 clusters
  Score: Raw -20149.183370 + Penalty 2605.127620 = -17544.055750
  nChanged 5
		SP:Iteration 4Q (1524.080000 sec): 3 clusters
  Score: Raw -20184.307937 + Penalty 2605.127620 = -17579.180317
  nChanged 3
		SP:Iteration 5Q (1524.080000 sec): 3 clusters
  Score: Raw -20208.847846 + Penalty 2605.127620 = -17603.720226
  nChanged 0
		SP:Iteration 6F (1524.080000 sec): 3 clusters
  Score: Raw -20208.847846 + Penalty 2605.127620 = -17603.720226
  nChanged 0
Deleting Class 33 (55 points): Lose 2524.662799 but Gain 3374.686117
Iteration 99Q (1533.110000 sec): 33 clusters
  Score: Raw -117601335.162607 + Penalty 107989.955754 = -117493345.206853
  nChanged 3654
Iteration 100F (1569.010000 sec): 33 clusters
  Score: Raw -117603633.208219 + Penalty 107989.955754 = -117495643.252466
  nChanged 2855
Iteration 101Q (1578.970000 sec): 33 clusters
  Score: Raw -117604454.468454 + Penalty 107989.955754 = -117496464.512701
  nChanged 2446
Iteration 102Q (1588.870000 sec): 33 clusters
  Score: Raw -117604923.875370 + Penalty 107989.955754 = -117496933.919617
  nChanged 2187
Iteration 103Q (1598.700000 sec): 33 clusters
  Score: Raw -117605229.967103 + Penalty 107989.955754 = -117497240.011349
  nChanged 2038
Iteration 104Q (1608.550000 sec): 33 clusters
  Score: Raw -117605457.366369 + Penalty 107989.955754 = -117497467.410615
  nChanged 1904
Iteration 105Q (1618.400000 sec): 33 clusters
  Score: Raw -117605672.371568 + Penalty 107989.955754 = -117497682.415814
  nChanged 1854
Iteration 106Q (1628.210000 sec): 33 clusters
  Score: Raw -117605898.831567 + Penalty 107989.955754 = -117497908.875814
  nChanged 1882
Iteration 107Q (1638.020000 sec): 33 clusters
  Score: Raw -117606128.637376 + Penalty 107989.955754 = -117498138.681622
  nChanged 1844
Iteration 108Q (1647.460000 sec): 33 clusters
  Score: Raw -117606351.191918 + Penalty 107989.955754 = -117498361.236164
  nChanged 1763
Iteration 109Q (1656.800000 sec): 33 clusters
  Score: Raw -117606549.713768 + Penalty 107989.955754 = -117498559.758014
  nChanged 1720
Iteration 110Q (1666.140000 sec): 33 clusters
  Score: Raw -117606769.691684 + Penalty 107989.955754 = -117498779.735930
  nChanged 1646
Iteration 111Q (1675.540000 sec): 33 clusters
  Score: Raw -117606965.977612 + Penalty 107989.955754 = -117498976.021858
  nChanged 1597
Iteration 112Q (1684.990000 sec): 33 clusters
  Score: Raw -117607181.727067 + Penalty 107989.955754 = -117499191.771314
  nChanged 1608
Iteration 113Q (1694.340000 sec): 33 clusters
  Score: Raw -117607355.826916 + Penalty 107989.955754 = -117499365.871162
  nChanged 1558
Iteration 114Q (1703.760000 sec): 33 clusters
  Score: Raw -117607545.926061 + Penalty 107989.955754 = -117499555.970307
  nChanged 1497
Iteration 115Q (1713.080000 sec): 33 clusters
  Score: Raw -117607713.124950 + Penalty 107989.955754 = -117499723.169196
  nChanged 1435
Iteration 116Q (1722.440000 sec): 33 clusters
  Score: Raw -117607849.237108 + Penalty 107989.955754 = -117499859.281354
  nChanged 1441
Iteration 117Q (1731.760000 sec): 33 clusters
  Score: Raw -117607974.533090 + Penalty 107989.955754 = -117499984.577336
  nChanged 1401
Iteration 118Q (1741.110000 sec): 33 clusters
  Score: Raw -117608089.209063 + Penalty 107989.955754 = -117500099.253310
  nChanged 1357
Iteration 119Q (1750.500000 sec): 33 clusters
  Score: Raw -117608198.541876 + Penalty 107989.955754 = -117500208.586122
  nChanged 1305
Iteration 120F (1785.410000 sec): 33 clusters
  Score: Raw -117608374.855988 + Penalty 107989.955754 = -117500384.900235
  nChanged 1285
Iteration 121Q (1794.810000 sec): 33 clusters
  Score: Raw -117608597.910886 + Penalty 107989.955754 = -117500607.955133
  nChanged 1151
Iteration 122Q (1804.230000 sec): 33 clusters
  Score: Raw -117608709.029788 + Penalty 107989.955754 = -117500719.074034
  nChanged 1172
Iteration 123Q (1813.570000 sec): 33 clusters
  Score: Raw -117608809.040295 + Penalty 107989.955754 = -117500819.084542
  nChanged 1105
Iteration 124Q (1822.900000 sec): 33 clusters
  Score: Raw -117608887.350415 + Penalty 107989.955754 = -117500897.394661
  nChanged 1077
Iteration 125Q (1832.210000 sec): 33 clusters
  Score: Raw -117608958.502484 + Penalty 107989.955754 = -117500968.546731
  nChanged 1033
Iteration 126Q (1841.550000 sec): 33 clusters
  Score: Raw -117609020.491564 + Penalty 107989.955754 = -117501030.535810
  nChanged 984
Iteration 127Q (1850.930000 sec): 33 clusters
  Score: Raw -117609080.320041 + Penalty 107989.955754 = -117501090.364287
  nChanged 901
Iteration 128Q (1860.260000 sec): 33 clusters
  Score: Raw -117609132.583095 + Penalty 107989.955754 = -117501142.627341
  nChanged 849
Iteration 129Q (1869.580000 sec): 33 clusters
  Score: Raw -117609180.870071 + Penalty 107989.955754 = -117501190.914317
  nChanged 819
Iteration 130Q (1878.940000 sec): 33 clusters
  Score: Raw -117609226.201677 + Penalty 107989.955754 = -117501236.245924
  nChanged 821
Iteration 131Q (1888.370000 sec): 33 clusters
  Score: Raw -117609269.381969 + Penalty 107989.955754 = -117501279.426215
  nChanged 765
Iteration 132Q (1898.310000 sec): 33 clusters
  Score: Raw -117609311.155764 + Penalty 107989.955754 = -117501321.200010
  nChanged 741
Iteration 133Q (1908.140000 sec): 33 clusters
  Score: Raw -117609347.469718 + Penalty 107989.955754 = -117501357.513964
  nChanged 686
Iteration 134Q (1916.420000 sec): 33 clusters
  Score: Raw -117609378.767976 + Penalty 107989.955754 = -117501388.812223
  nChanged 653
Iteration 135Q (1924.590000 sec): 33 clusters
  Score: Raw -117609408.107300 + Penalty 107989.955754 = -117501418.151546
  nChanged 630
Iteration 136Q (1932.510000 sec): 33 clusters
  Score: Raw -117609436.485850 + Penalty 107989.955754 = -117501446.530096
  nChanged 599
Iteration 137Q (1940.440000 sec): 33 clusters
  Score: Raw -117609462.687380 + Penalty 107989.955754 = -117501472.731627
  nChanged 572
Iteration 138Q (1948.330000 sec): 33 clusters
  Score: Raw -117609485.500876 + Penalty 107989.955754 = -117501495.545123
  nChanged 546
Writing temp clu file 
Because OldScore, -117501472.731627, is greater than current (better) Score,-117501495.545123 
 Compute initial score before splitting:   Score: Raw -117609485.500876 + Penalty 107989.955754 = -117501495.545123
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.480000 sec): 2 clusters
  Score: Raw -122761.033076 + Penalty 1666.315262 = -121094.717813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.480000 sec): 3 clusters
  Score: Raw -122584.455137 + Penalty 3332.630525 = -119251.824612
  nChanged 191
		SP:Iteration 1F (1948.490000 sec): 3 clusters
  Score: Raw -122830.838139 + Penalty 3332.630525 = -119498.207614
  nChanged 59
		SP:Iteration 2F (1948.490000 sec): 3 clusters
  Score: Raw -122920.339711 + Penalty 3332.630525 = -119587.709187
  nChanged 18
		SP:Iteration 3Q (1948.500000 sec): 3 clusters
  Score: Raw -122947.329868 + Penalty 3332.630525 = -119614.699343
  nChanged 11
		SP:Iteration 4Q (1948.500000 sec): 3 clusters
  Score: Raw -122965.399665 + Penalty 3332.630525 = -119632.769141
  nChanged 2
		SP:Iteration 5Q (1948.500000 sec): 3 clusters
  Score: Raw -122968.075764 + Penalty 3332.630525 = -119635.445239
  nChanged 3
		SP:Iteration 6Q (1948.500000 sec): 3 clusters
  Score: Raw -122973.226766 + Penalty 3332.630525 = -119640.596242
  nChanged 2
		SP:Iteration 7Q (1948.510000 sec): 3 clusters
  Score: Raw -122975.394227 + Penalty 3332.630525 = -119642.763702
  nChanged 1
		SP:Iteration 8Q (1948.510000 sec): 3 clusters
  Score: Raw -122978.285710 + Penalty 3332.630525 = -119645.655186
  nChanged 1
		SP:Iteration 9Q (1948.510000 sec): 3 clusters
  Score: Raw -122979.619761 + Penalty 3332.630525 = -119646.989237
  nChanged 0
		SP:Iteration 10F (1948.520000 sec): 3 clusters
  Score: Raw -122979.619761 + Penalty 3332.630525 = -119646.989237
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.520000 sec): 2 clusters
  Score: Raw -179904.369306 + Penalty 1762.234960 = -178142.134345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.530000 sec): 3 clusters
  Score: Raw -179558.160966 + Penalty 3524.469920 = -176033.691046
  nChanged 339
		SP:Iteration 1F (1948.530000 sec): 3 clusters
  Score: Raw -179955.082612 + Penalty 3524.469920 = -176430.612692
  nChanged 95
		SP:Iteration 2F (1948.540000 sec): 3 clusters
  Score: Raw -180117.788638 + Penalty 3524.469920 = -176593.318718
  nChanged 73
		SP:Iteration 3F (1948.540000 sec): 3 clusters
  Score: Raw -180234.076097 + Penalty 3524.469920 = -176709.606177
  nChanged 55
		SP:Iteration 4Q (1948.550000 sec): 3 clusters
  Score: Raw -180325.891170 + Penalty 3524.469920 = -176801.421250
  nChanged 54
		SP:Iteration 5Q (1948.550000 sec): 3 clusters
  Score: Raw -180434.509505 + Penalty 3524.469920 = -176910.039585
  nChanged 42
		SP:Iteration 6Q (1948.560000 sec): 3 clusters
  Score: Raw -180511.603525 + Penalty 3524.469920 = -176987.133605
  nChanged 31
		SP:Iteration 7Q (1948.560000 sec): 3 clusters
  Score: Raw -180560.030250 + Penalty 3524.469920 = -177035.560330
  nChanged 22
		SP:Iteration 8Q (1948.560000 sec): 3 clusters
  Score: Raw -180590.635345 + Penalty 3524.469920 = -177066.165424
  nChanged 12
		SP:Iteration 9Q (1948.570000 sec): 3 clusters
  Score: Raw -180605.850145 + Penalty 3524.469920 = -177081.380225
  nChanged 4
		SP:Iteration 10Q (1948.580000 sec): 3 clusters
  Score: Raw -180613.314043 + Penalty 3524.469920 = -177088.844122
  nChanged 5
		SP:Iteration 11Q (1948.580000 sec): 3 clusters
  Score: Raw -180618.747225 + Penalty 3524.469920 = -177094.277304
  nChanged 4
		SP:Iteration 12Q (1948.580000 sec): 3 clusters
  Score: Raw -180623.706051 + Penalty 3524.469920 = -177099.236130
  nChanged 3
		SP:Iteration 13Q (1948.590000 sec): 3 clusters
  Score: Raw -180628.356503 + Penalty 3524.469920 = -177103.886583
  nChanged 3
		SP:Iteration 14Q (1948.590000 sec): 3 clusters
  Score: Raw -180631.257036 + Penalty 3524.469920 = -177106.787116
  nChanged 4
		SP:Iteration 15Q (1948.600000 sec): 3 clusters
  Score: Raw -180636.594247 + Penalty 3524.469920 = -177112.124327
  nChanged 2
		SP:Iteration 16Q (1948.600000 sec): 3 clusters
  Score: Raw -180638.301494 + Penalty 3524.469920 = -177113.831574
  nChanged 2
		SP:Iteration 17Q (1948.600000 sec): 3 clusters
  Score: Raw -180639.875530 + Penalty 3524.469920 = -177115.405610
  nChanged 0
		SP:Iteration 18F (1948.610000 sec): 3 clusters
  Score: Raw -180639.875530 + Penalty 3524.469920 = -177115.405610
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.610000 sec): 2 clusters
  Score: Raw -23069.023176 + Penalty 1302.563810 = -21766.459365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.610000 sec): 3 clusters
  Score: Raw -23468.295910 + Penalty 2605.127620 = -20863.168290
  nChanged 30
		SP:Iteration 1F (1948.620000 sec): 3 clusters
  Score: Raw -23660.517092 + Penalty 2605.127620 = -21055.389472
  nChanged 3
		SP:Iteration 2Q (1948.620000 sec): 3 clusters
  Score: Raw -23678.801711 + Penalty 2605.127620 = -21073.674091
  nChanged 3
		SP:Iteration 3Q (1948.620000 sec): 3 clusters
  Score: Raw -23698.415717 + Penalty 2605.127620 = -21093.288097
  nChanged 0
		SP:Iteration 4F (1948.620000 sec): 3 clusters
  Score: Raw -23698.415717 + Penalty 2605.127620 = -21093.288097
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (1799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.620000 sec): 2 clusters
  Score: Raw -263929.950123 + Penalty 1858.756586 = -262071.193537
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.630000 sec): 3 clusters
  Score: Raw -263313.669945 + Penalty 3717.513172 = -259596.156773
  nChanged 566
		SP:Iteration 1F (1948.640000 sec): 3 clusters
  Score: Raw -263730.088507 + Penalty 3717.513172 = -260012.575335
  nChanged 125
		SP:Iteration 2F (1948.650000 sec): 3 clusters
  Score: Raw -263832.817267 + Penalty 3717.513172 = -260115.304095
  nChanged 56
		SP:Iteration 3Q (1948.650000 sec): 3 clusters
  Score: Raw -263875.909010 + Penalty 3717.513172 = -260158.395838
  nChanged 37
		SP:Iteration 4Q (1948.660000 sec): 3 clusters
  Score: Raw -263906.370235 + Penalty 3717.513172 = -260188.857063
  nChanged 24
		SP:Iteration 5Q (1948.670000 sec): 3 clusters
  Score: Raw -263922.328927 + Penalty 3717.513172 = -260204.815755
  nChanged 23
		SP:Iteration 6Q (1948.680000 sec): 3 clusters
  Score: Raw -263940.306797 + Penalty 3717.513172 = -260222.793625
  nChanged 15
		SP:Iteration 7Q (1948.680000 sec): 3 clusters
  Score: Raw -263950.265884 + Penalty 3717.513172 = -260232.752712
  nChanged 12
		SP:Iteration 8Q (1948.690000 sec): 3 clusters
  Score: Raw -263957.777165 + Penalty 3717.513172 = -260240.263993
  nChanged 7
		SP:Iteration 9Q (1948.700000 sec): 3 clusters
  Score: Raw -263964.085277 + Penalty 3717.513172 = -260246.572105
  nChanged 8
		SP:Iteration 10Q (1948.700000 sec): 3 clusters
  Score: Raw -263968.763969 + Penalty 3717.513172 = -260251.250797
  nChanged 9
		SP:Iteration 11Q (1948.710000 sec): 3 clusters
  Score: Raw -263975.964076 + Penalty 3717.513172 = -260258.450904
  nChanged 7
		SP:Iteration 12Q (1948.720000 sec): 3 clusters
  Score: Raw -263980.264560 + Penalty 3717.513172 = -260262.751388
  nChanged 6
		SP:Iteration 13Q (1948.720000 sec): 3 clusters
  Score: Raw -263984.638158 + Penalty 3717.513172 = -260267.124986
  nChanged 9
		SP:Iteration 14Q (1948.730000 sec): 3 clusters
  Score: Raw -263991.788326 + Penalty 3717.513172 = -260274.275154
  nChanged 8
		SP:Iteration 15Q (1948.740000 sec): 3 clusters
  Score: Raw -263997.842809 + Penalty 3717.513172 = -260280.329637
  nChanged 6
		SP:Iteration 16Q (1948.740000 sec): 3 clusters
  Score: Raw -264000.793648 + Penalty 3717.513172 = -260283.280476
  nChanged 3
		SP:Iteration 17Q (1948.750000 sec): 3 clusters
  Score: Raw -264002.307114 + Penalty 3717.513172 = -260284.793942
  nChanged 4
		SP:Iteration 18Q (1948.760000 sec): 3 clusters
  Score: Raw -264004.342043 + Penalty 3717.513172 = -260286.828871
  nChanged 5
		SP:Iteration 19Q (1948.760000 sec): 3 clusters
  Score: Raw -264007.813814 + Penalty 3717.513172 = -260290.300642
  nChanged 5
		SP:Iteration 20F (1948.770000 sec): 3 clusters
  Score: Raw -264011.262733 + Penalty 3717.513172 = -260293.749561
  nChanged 5
		SP:Iteration 21Q (1948.780000 sec): 3 clusters
  Score: Raw -264013.529379 + Penalty 3717.513172 = -260296.016207
  nChanged 0
		SP:Iteration 22F (1948.790000 sec): 3 clusters
  Score: Raw -264013.529379 + Penalty 3717.513172 = -260296.016207
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.790000 sec): 2 clusters
  Score: Raw -74510.919430 + Penalty 1556.607585 = -72954.311845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.790000 sec): 3 clusters
  Score: Raw -74570.559582 + Penalty 3113.215171 = -71457.344411
  nChanged 97
		SP:Iteration 1F (1948.800000 sec): 3 clusters
  Score: Raw -74714.980255 + Penalty 3113.215171 = -71601.765084
  nChanged 13
		SP:Iteration 2Q (1948.800000 sec): 3 clusters
  Score: Raw -74749.455089 + Penalty 3113.215171 = -71636.239918
  nChanged 10
		SP:Iteration 3Q (1948.800000 sec): 3 clusters
  Score: Raw -74776.693986 + Penalty 3113.215171 = -71663.478815
  nChanged 6
		SP:Iteration 4Q (1948.800000 sec): 3 clusters
  Score: Raw -74784.207336 + Penalty 3113.215171 = -71670.992166
  nChanged 0
		SP:Iteration 5F (1948.800000 sec): 3 clusters
  Score: Raw -74784.207336 + Penalty 3113.215171 = -71670.992166
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17742 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.880000 sec): 2 clusters
  Score: Raw -2450377.827892 + Penalty 2426.355117 = -2447951.472775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.950000 sec): 3 clusters
  Score: Raw -2440132.560776 + Penalty 4852.710235 = -2435279.850541
  nChanged 7804
		SP:Iteration 1F (1949.020000 sec): 3 clusters
  Score: Raw -2444488.012558 + Penalty 4852.710235 = -2439635.302323
  nChanged 1085
		SP:Iteration 2F (1949.100000 sec): 3 clusters
  Score: Raw -2445054.433371 + Penalty 4852.710235 = -2440201.723136
  nChanged 1033
		SP:Iteration 3F (1949.170000 sec): 3 clusters
  Score: Raw -2445653.964421 + Penalty 4852.710235 = -2440801.254187
  nChanged 1045
		SP:Iteration 4F (1949.240000 sec): 3 clusters
  Score: Raw -2446366.813202 + Penalty 4852.710235 = -2441514.102968
  nChanged 1094
		SP:Iteration 5F (1949.310000 sec): 3 clusters
  Score: Raw -2447126.813230 + Penalty 4852.710235 = -2442274.102996
  nChanged 1076
		SP:Iteration 6F (1949.380000 sec): 3 clusters
  Score: Raw -2447917.881384 + Penalty 4852.710235 = -2443065.171150
  nChanged 994
		SP:Iteration 7F (1949.460000 sec): 3 clusters
  Score: Raw -2448656.371503 + Penalty 4852.710235 = -2443803.661269
  nChanged 831
		SP:Iteration 8Q (1949.530000 sec): 3 clusters
  Score: Raw -2449293.755412 + Penalty 4852.710235 = -2444441.045177
  nChanged 739
		SP:Iteration 9Q (1949.600000 sec): 3 clusters
  Score: Raw -2449778.258028 + Penalty 4852.710235 = -2444925.547794
  nChanged 565
		SP:Iteration 10Q (1949.670000 sec): 3 clusters
  Score: Raw -2450065.627063 + Penalty 4852.710235 = -2445212.916829
  nChanged 377
		SP:Iteration 11Q (1949.740000 sec): 3 clusters
  Score: Raw -2450212.449090 + Penalty 4852.710235 = -2445359.738855
  nChanged 251
		SP:Iteration 12Q (1949.810000 sec): 3 clusters
  Score: Raw -2450286.251026 + Penalty 4852.710235 = -2445433.540791
  nChanged 170
		SP:Iteration 13Q (1949.880000 sec): 3 clusters
  Score: Raw -2450327.878917 + Penalty 4852.710235 = -2445475.168683
  nChanged 132
		SP:Iteration 14Q (1949.940000 sec): 3 clusters
  Score: Raw -2450360.655961 + Penalty 4852.710235 = -2445507.945727
  nChanged 115
		SP:Iteration 15Q (1950.010000 sec): 3 clusters
  Score: Raw -2450394.167371 + Penalty 4852.710235 = -2445541.457137
  nChanged 122
		SP:Iteration 16Q (1950.070000 sec): 3 clusters
  Score: Raw -2450427.396162 + Penalty 4852.710235 = -2445574.685927
  nChanged 103
		SP:Iteration 17Q (1950.130000 sec): 3 clusters
  Score: Raw -2450451.502585 + Penalty 4852.710235 = -2445598.792350
  nChanged 89
		SP:Iteration 18Q (1950.190000 sec): 3 clusters
  Score: Raw -2450469.420976 + Penalty 4852.710235 = -2445616.710741
  nChanged 86
		SP:Iteration 19Q (1950.250000 sec): 3 clusters
  Score: Raw -2450486.917746 + Penalty 4852.710235 = -2445634.207511
  nChanged 80
		SP:Iteration 20F (1950.310000 sec): 3 clusters
  Score: Raw -2450500.847311 + Penalty 4852.710235 = -2445648.137076
  nChanged 73
		SP:Iteration 21Q (1950.370000 sec): 3 clusters
  Score: Raw -2450513.368525 + Penalty 4852.710235 = -2445660.658290
  nChanged 61
		SP:Iteration 22Q (1950.430000 sec): 3 clusters
  Score: Raw -2450523.910924 + Penalty 4852.710235 = -2445671.200690
  nChanged 54
		SP:Iteration 23Q (1950.490000 sec): 3 clusters
  Score: Raw -2450533.108228 + Penalty 4852.710235 = -2445680.397993
  nChanged 55
		SP:Iteration 24Q (1950.550000 sec): 3 clusters
  Score: Raw -2450543.247808 + Penalty 4852.710235 = -2445690.537573
  nChanged 45
		SP:Iteration 25Q (1950.610000 sec): 3 clusters
  Score: Raw -2450550.686741 + Penalty 4852.710235 = -2445697.976506
  nChanged 34
		SP:Iteration 26Q (1950.670000 sec): 3 clusters
  Score: Raw -2450556.469434 + Penalty 4852.710235 = -2445703.759200
  nChanged 33
		SP:Iteration 27Q (1950.730000 sec): 3 clusters
  Score: Raw -2450561.487419 + Penalty 4852.710235 = -2445708.777184
  nChanged 30
		SP:Iteration 28Q (1950.790000 sec): 3 clusters
  Score: Raw -2450565.572900 + Penalty 4852.710235 = -2445712.862665
  nChanged 27
		SP:Iteration 29Q (1950.840000 sec): 3 clusters
  Score: Raw -2450568.738584 + Penalty 4852.710235 = -2445716.028349
  nChanged 23
		SP:Iteration 30Q (1950.900000 sec): 3 clusters
  Score: Raw -2450571.581164 + Penalty 4852.710235 = -2445718.870929
  nChanged 15
		SP:Iteration 31Q (1950.960000 sec): 3 clusters
  Score: Raw -2450573.261941 + Penalty 4852.710235 = -2445720.551706
  nChanged 17
		SP:Iteration 32Q (1951.020000 sec): 3 clusters
  Score: Raw -2450574.720513 + Penalty 4852.710235 = -2445722.010279
  nChanged 14
		SP:Iteration 33Q (1951.080000 sec): 3 clusters
  Score: Raw -2450575.964278 + Penalty 4852.710235 = -2445723.254043
  nChanged 17
		SP:Iteration 34Q (1951.140000 sec): 3 clusters
  Score: Raw -2450577.696330 + Penalty 4852.710235 = -2445724.986095
  nChanged 16
		SP:Iteration 35Q (1951.200000 sec): 3 clusters
  Score: Raw -2450579.514559 + Penalty 4852.710235 = -2445726.804324
  nChanged 11
		SP:Iteration 36Q (1951.260000 sec): 3 clusters
  Score: Raw -2450580.913396 + Penalty 4852.710235 = -2445728.203161
  nChanged 17
		SP:Iteration 37Q (1951.320000 sec): 3 clusters
  Score: Raw -2450582.930685 + Penalty 4852.710235 = -2445730.220450
  nChanged 16
		SP:Iteration 38Q (1951.380000 sec): 3 clusters
  Score: Raw -2450584.984883 + Penalty 4852.710235 = -2445732.274648
  nChanged 19
		SP:Iteration 39Q (1951.440000 sec): 3 clusters
  Score: Raw -2450587.377420 + Penalty 4852.710235 = -2445734.667186
  nChanged 19
		SP:Iteration 40F (1951.500000 sec): 3 clusters
  Score: Raw -2450590.031585 + Penalty 4852.710235 = -2445737.321350
  nChanged 30
		SP:Iteration 41Q (1951.560000 sec): 3 clusters
  Score: Raw -2450594.200474 + Penalty 4852.710235 = -2445741.490239
  nChanged 32
		SP:Iteration 42Q (1951.620000 sec): 3 clusters
  Score: Raw -2450598.651168 + Penalty 4852.710235 = -2445745.940933
  nChanged 28
		SP:Iteration 43Q (1951.680000 sec): 3 clusters
  Score: Raw -2450602.496432 + Penalty 4852.710235 = -2445749.786197
  nChanged 29
		SP:Iteration 44Q (1951.730000 sec): 3 clusters
  Score: Raw -2450606.729651 + Penalty 4852.710235 = -2445754.019416
  nChanged 24
		SP:Iteration 45Q (1951.790000 sec): 3 clusters
  Score: Raw -2450609.441103 + Penalty 4852.710235 = -2445756.730868
  nChanged 27
		SP:Iteration 46Q (1951.850000 sec): 3 clusters
  Score: Raw -2450613.026077 + Penalty 4852.710235 = -2445760.315843
  nChanged 18
		SP:Iteration 47Q (1951.910000 sec): 3 clusters
  Score: Raw -2450615.332158 + Penalty 4852.710235 = -2445762.621924
  nChanged 24
		SP:Iteration 48Q (1951.970000 sec): 3 clusters
  Score: Raw -2450618.663737 + Penalty 4852.710235 = -2445765.953503
  nChanged 14
		SP:Iteration 49Q (1952.030000 sec): 3 clusters
  Score: Raw -2450620.601976 + Penalty 4852.710235 = -2445767.891741
  nChanged 14
		SP:Iteration 50Q (1952.090000 sec): 3 clusters
  Score: Raw -2450622.128231 + Penalty 4852.710235 = -2445769.417997
  nChanged 10
		SP:Iteration 51Q (1952.150000 sec): 3 clusters
  Score: Raw -2450623.553854 + Penalty 4852.710235 = -2445770.843619
  nChanged 12
		SP:Iteration 52Q (1952.200000 sec): 3 clusters
  Score: Raw -2450625.665676 + Penalty 4852.710235 = -2445772.955442
  nChanged 18
		SP:Iteration 53Q (1952.260000 sec): 3 clusters
  Score: Raw -2450628.807578 + Penalty 4852.710235 = -2445776.097344
  nChanged 16
		SP:Iteration 54Q (1952.320000 sec): 3 clusters
  Score: Raw -2450631.316380 + Penalty 4852.710235 = -2445778.606145
  nChanged 17
		SP:Iteration 55Q (1952.380000 sec): 3 clusters
  Score: Raw -2450633.832652 + Penalty 4852.710235 = -2445781.122417
  nChanged 14
		SP:Iteration 56Q (1952.440000 sec): 3 clusters
  Score: Raw -2450635.568950 + Penalty 4852.710235 = -2445782.858716
  nChanged 14
		SP:Iteration 57Q (1952.500000 sec): 3 clusters
  Score: Raw -2450637.545969 + Penalty 4852.710235 = -2445784.835734
  nChanged 18
		SP:Iteration 58Q (1952.560000 sec): 3 clusters
  Score: Raw -2450639.745101 + Penalty 4852.710235 = -2445787.034866
  nChanged 23
		SP:Iteration 59Q (1952.620000 sec): 3 clusters
  Score: Raw -2450642.123275 + Penalty 4852.710235 = -2445789.413040
  nChanged 24
		SP:Iteration 60F (1952.680000 sec): 3 clusters
  Score: Raw -2450645.014497 + Penalty 4852.710235 = -2445792.304262
  nChanged 21
		SP:Iteration 61Q (1952.740000 sec): 3 clusters
  Score: Raw -2450647.938056 + Penalty 4852.710235 = -2445795.227822
  nChanged 22
		SP:Iteration 62Q (1952.800000 sec): 3 clusters
  Score: Raw -2450651.331196 + Penalty 4852.710235 = -2445798.620961
  nChanged 20
		SP:Iteration 63Q (1952.860000 sec): 3 clusters
  Score: Raw -2450653.792697 + Penalty 4852.710235 = -2445801.082463
  nChanged 14
		SP:Iteration 64Q (1952.920000 sec): 3 clusters
  Score: Raw -2450655.420919 + Penalty 4852.710235 = -2445802.710684
  nChanged 21
		SP:Iteration 65Q (1952.980000 sec): 3 clusters
  Score: Raw -2450657.306683 + Penalty 4852.710235 = -2445804.596448
  nChanged 18
		SP:Iteration 66Q (1953.040000 sec): 3 clusters
  Score: Raw -2450659.135051 + Penalty 4852.710235 = -2445806.424817
  nChanged 18
		SP:Iteration 67Q (1953.100000 sec): 3 clusters
  Score: Raw -2450661.810833 + Penalty 4852.710235 = -2445809.100599
  nChanged 17
		SP:Iteration 68Q (1953.150000 sec): 3 clusters
  Score: Raw -2450664.187777 + Penalty 4852.710235 = -2445811.477543
  nChanged 22
		SP:Iteration 69Q (1953.210000 sec): 3 clusters
  Score: Raw -2450667.483541 + Penalty 4852.710235 = -2445814.773306
  nChanged 24
		SP:Iteration 70Q (1953.270000 sec): 3 clusters
  Score: Raw -2450671.338922 + Penalty 4852.710235 = -2445818.628687
  nChanged 26
		SP:Iteration 71Q (1953.330000 sec): 3 clusters
  Score: Raw -2450675.781209 + Penalty 4852.710235 = -2445823.070975
  nChanged 26
		SP:Iteration 72Q (1953.380000 sec): 3 clusters
  Score: Raw -2450679.687892 + Penalty 4852.710235 = -2445826.977657
  nChanged 21
		SP:Iteration 73Q (1953.440000 sec): 3 clusters
  Score: Raw -2450683.210822 + Penalty 4852.710235 = -2445830.500587
  nChanged 26
		SP:Iteration 74Q (1953.500000 sec): 3 clusters
  Score: Raw -2450687.402034 + Penalty 4852.710235 = -2445834.691799
  nChanged 27
		SP:Iteration 75Q (1953.560000 sec): 3 clusters
  Score: Raw -2450693.735940 + Penalty 4852.710235 = -2445841.025705
  nChanged 31
		SP:Iteration 76Q (1953.620000 sec): 3 clusters
  Score: Raw -2450698.637271 + Penalty 4852.710235 = -2445845.927036
  nChanged 27
		SP:Iteration 77Q (1953.680000 sec): 3 clusters
  Score: Raw -2450702.515893 + Penalty 4852.710235 = -2445849.805658
  nChanged 30
		SP:Iteration 78Q (1953.730000 sec): 3 clusters
  Score: Raw -2450707.550181 + Penalty 4852.710235 = -2445854.839947
  nChanged 26
		SP:Iteration 79Q (1953.790000 sec): 3 clusters
  Score: Raw -2450713.590018 + Penalty 4852.710235 = -2445860.879783
  nChanged 34
		SP:Iteration 80F (1953.850000 sec): 3 clusters
  Score: Raw -2450719.579372 + Penalty 4852.710235 = -2445866.869138
  nChanged 33
		SP:Iteration 81Q (1953.910000 sec): 3 clusters
  Score: Raw -2450725.558360 + Penalty 4852.710235 = -2445872.848125
  nChanged 37
		SP:Iteration 82Q (1953.970000 sec): 3 clusters
  Score: Raw -2450732.581026 + Penalty 4852.710235 = -2445879.870791
  nChanged 39
		SP:Iteration 83Q (1954.030000 sec): 3 clusters
  Score: Raw -2450742.663391 + Penalty 4852.710235 = -2445889.953156
  nChanged 48
		SP:Iteration 84Q (1954.090000 sec): 3 clusters
  Score: Raw -2450751.425428 + Penalty 4852.710235 = -2445898.715193
  nChanged 39
		SP:Iteration 85Q (1954.140000 sec): 3 clusters
  Score: Raw -2450758.334816 + Penalty 4852.710235 = -2445905.624581
  nChanged 29
		SP:Iteration 86Q (1954.200000 sec): 3 clusters
  Score: Raw -2450763.132205 + Penalty 4852.710235 = -2445910.421971
  nChanged 19
		SP:Iteration 87Q (1954.260000 sec): 3 clusters
  Score: Raw -2450765.785210 + Penalty 4852.710235 = -2445913.074976
  nChanged 14
		SP:Iteration 88Q (1954.320000 sec): 3 clusters
  Score: Raw -2450768.206852 + Penalty 4852.710235 = -2445915.496618
  nChanged 16
		SP:Iteration 89Q (1954.370000 sec): 3 clusters
  Score: Raw -2450770.583502 + Penalty 4852.710235 = -2445917.873267
  nChanged 18
		SP:Iteration 90Q (1954.430000 sec): 3 clusters
  Score: Raw -2450773.198764 + Penalty 4852.710235 = -2445920.488530
  nChanged 19
		SP:Iteration 91Q (1954.480000 sec): 3 clusters
  Score: Raw -2450775.576873 + Penalty 4852.710235 = -2445922.866638
  nChanged 20
		SP:Iteration 92Q (1954.540000 sec): 3 clusters
  Score: Raw -2450778.260061 + Penalty 4852.710235 = -2445925.549826
  nChanged 23
		SP:Iteration 93Q (1954.600000 sec): 3 clusters
  Score: Raw -2450782.612515 + Penalty 4852.710235 = -2445929.902280
  nChanged 29
		SP:Iteration 94Q (1954.660000 sec): 3 clusters
  Score: Raw -2450789.051392 + Penalty 4852.710235 = -2445936.341157
  nChanged 28
		SP:Iteration 95Q (1954.720000 sec): 3 clusters
  Score: Raw -2450794.762829 + Penalty 4852.710235 = -2445942.052594
  nChanged 32
		SP:Iteration 96Q (1954.770000 sec): 3 clusters
  Score: Raw -2450799.979352 + Penalty 4852.710235 = -2445947.269117
  nChanged 27
		SP:Iteration 97Q (1954.830000 sec): 3 clusters
  Score: Raw -2450803.517545 + Penalty 4852.710235 = -2445950.807310
  nChanged 33
		SP:Iteration 98Q (1954.880000 sec): 3 clusters
  Score: Raw -2450808.763931 + Penalty 4852.710235 = -2445956.053696
  nChanged 34
		SP:Iteration 99Q (1954.940000 sec): 3 clusters
  Score: Raw -2450814.190214 + Penalty 4852.710235 = -2445961.479980
  nChanged 21
		SP:Iteration 100F (1955.010000 sec): 3 clusters
  Score: Raw -2450817.811420 + Penalty 4852.710235 = -2445965.101186
  nChanged 29
		SP:Iteration 101Q (1955.060000 sec): 3 clusters
  Score: Raw -2450822.706278 + Penalty 4852.710235 = -2445969.996043
  nChanged 31
		SP:Iteration 102Q (1955.120000 sec): 3 clusters
  Score: Raw -2450829.138863 + Penalty 4852.710235 = -2445976.428629
  nChanged 46
		SP:Iteration 103Q (1955.180000 sec): 3 clusters
  Score: Raw -2450837.228489 + Penalty 4852.710235 = -2445984.518254
  nChanged 38
		SP:Iteration 104Q (1955.230000 sec): 3 clusters
  Score: Raw -2450844.898547 + Penalty 4852.710235 = -2445992.188312
  nChanged 37
		SP:Iteration 105Q (1955.290000 sec): 3 clusters
  Score: Raw -2450854.142941 + Penalty 4852.710235 = -2446001.432707
  nChanged 40
		SP:Iteration 106Q (1955.340000 sec): 3 clusters
  Score: Raw -2450861.889256 + Penalty 4852.710235 = -2446009.179021
  nChanged 35
		SP:Iteration 107Q (1955.400000 sec): 3 clusters
  Score: Raw -2450870.011360 + Penalty 4852.710235 = -2446017.301125
  nChanged 42
		SP:Iteration 108Q (1955.460000 sec): 3 clusters
  Score: Raw -2450877.775709 + Penalty 4852.710235 = -2446025.065475
  nChanged 39
		SP:Iteration 109Q (1955.520000 sec): 3 clusters
  Score: Raw -2450885.886414 + Penalty 4852.710235 = -2446033.176179
  nChanged 42
		SP:Iteration 110Q (1955.570000 sec): 3 clusters
  Score: Raw -2450894.244864 + Penalty 4852.710235 = -2446041.534629
  nChanged 43
		SP:Iteration 111Q (1955.630000 sec): 3 clusters
  Score: Raw -2450903.711241 + Penalty 4852.710235 = -2446051.001007
  nChanged 45
		SP:Iteration 112Q (1955.680000 sec): 3 clusters
  Score: Raw -2450917.704137 + Penalty 4852.710235 = -2446064.993902
  nChanged 53
		SP:Iteration 113Q (1955.740000 sec): 3 clusters
  Score: Raw -2450932.751464 + Penalty 4852.710235 = -2446080.041230
  nChanged 63
		SP:Iteration 114Q (1955.800000 sec): 3 clusters
  Score: Raw -2450951.421347 + Penalty 4852.710235 = -2446098.711112
  nChanged 64
		SP:Iteration 115Q (1955.850000 sec): 3 clusters
  Score: Raw -2450969.446023 + Penalty 4852.710235 = -2446116.735788
  nChanged 55
		SP:Iteration 116Q (1955.910000 sec): 3 clusters
  Score: Raw -2450982.926038 + Penalty 4852.710235 = -2446130.215804
  nChanged 44
		SP:Iteration 117Q (1955.960000 sec): 3 clusters
  Score: Raw -2450994.826830 + Penalty 4852.710235 = -2446142.116596
  nChanged 55
		SP:Iteration 118Q (1956.010000 sec): 3 clusters
  Score: Raw -2451008.864392 + Penalty 4852.710235 = -2446156.154157
  nChanged 56
		SP:Iteration 119Q (1956.070000 sec): 3 clusters
  Score: Raw -2451025.099203 + Penalty 4852.710235 = -2446172.388968
  nChanged 62
		SP:Iteration 120F (1956.130000 sec): 3 clusters
  Score: Raw -2451043.893301 + Penalty 4852.710235 = -2446191.183066
  nChanged 62
		SP:Iteration 121Q (1956.190000 sec): 3 clusters
  Score: Raw -2451059.531463 + Penalty 4852.710235 = -2446206.821228
  nChanged 62
		SP:Iteration 122Q (1956.240000 sec): 3 clusters
  Score: Raw -2451077.170006 + Penalty 4852.710235 = -2446224.459771
  nChanged 65
		SP:Iteration 123Q (1956.300000 sec): 3 clusters
  Score: Raw -2451094.597628 + Penalty 4852.710235 = -2446241.887394
  nChanged 57
		SP:Iteration 124Q (1956.350000 sec): 3 clusters
  Score: Raw -2451113.567342 + Penalty 4852.710235 = -2446260.857107
  nChanged 72
		SP:Iteration 125Q (1956.400000 sec): 3 clusters
  Score: Raw -2451134.384605 + Penalty 4852.710235 = -2446281.674370
  nChanged 54
		SP:Iteration 126Q (1956.460000 sec): 3 clusters
  Score: Raw -2451149.226382 + Penalty 4852.710235 = -2446296.516147
  nChanged 47
		SP:Iteration 127Q (1956.510000 sec): 3 clusters
  Score: Raw -2451164.615426 + Penalty 4852.710235 = -2446311.905191
  nChanged 51
		SP:Iteration 128Q (1956.570000 sec): 3 clusters
  Score: Raw -2451180.455974 + Penalty 4852.710235 = -2446327.745739
  nChanged 45
		SP:Iteration 129Q (1956.620000 sec): 3 clusters
  Score: Raw -2451194.131031 + Penalty 4852.710235 = -2446341.420797
  nChanged 44
		SP:Iteration 130Q (1956.670000 sec): 3 clusters
  Score: Raw -2451207.782143 + Penalty 4852.710235 = -2446355.071908
  nChanged 38
		SP:Iteration 131Q (1956.730000 sec): 3 clusters
  Score: Raw -2451219.561254 + Penalty 4852.710235 = -2446366.851019
  nChanged 40
		SP:Iteration 132Q (1956.780000 sec): 3 clusters
  Score: Raw -2451233.692654 + Penalty 4852.710235 = -2446380.982419
  nChanged 44
		SP:Iteration 133Q (1956.830000 sec): 3 clusters
  Score: Raw -2451246.977250 + Penalty 4852.710235 = -2446394.267015
  nChanged 37
		SP:Iteration 134Q (1956.890000 sec): 3 clusters
  Score: Raw -2451258.130372 + Penalty 4852.710235 = -2446405.420137
  nChanged 31
		SP:Iteration 135Q (1956.940000 sec): 3 clusters
  Score: Raw -2451266.334145 + Penalty 4852.710235 = -2446413.623911
  nChanged 26
		SP:Iteration 136Q (1956.990000 sec): 3 clusters
  Score: Raw -2451273.496564 + Penalty 4852.710235 = -2446420.786330
  nChanged 28
		SP:Iteration 137Q (1957.050000 sec): 3 clusters
  Score: Raw -2451280.589981 + Penalty 4852.710235 = -2446427.879746
  nChanged 26
		SP:Iteration 138Q (1957.100000 sec): 3 clusters
  Score: Raw -2451286.237658 + Penalty 4852.710235 = -2446433.527423
  nChanged 29
		SP:Iteration 139Q (1957.150000 sec): 3 clusters
  Score: Raw -2451293.172446 + Penalty 4852.710235 = -2446440.462211
  nChanged 13
		SP:Iteration 140F (1957.220000 sec): 3 clusters
  Score: Raw -2451296.250571 + Penalty 4852.710235 = -2446443.540336
  nChanged 16
		SP:Iteration 141Q (1957.270000 sec): 3 clusters
  Score: Raw -2451299.502801 + Penalty 4852.710235 = -2446446.792566
  nChanged 16
		SP:Iteration 142Q (1957.320000 sec): 3 clusters
  Score: Raw -2451303.613268 + Penalty 4852.710235 = -2446450.903033
  nChanged 14
		SP:Iteration 143Q (1957.370000 sec): 3 clusters
  Score: Raw -2451308.079460 + Penalty 4852.710235 = -2446455.369226
  nChanged 18
		SP:Iteration 144Q (1957.430000 sec): 3 clusters
  Score: Raw -2451313.039585 + Penalty 4852.710235 = -2446460.329350
  nChanged 21
		SP:Iteration 145Q (1957.480000 sec): 3 clusters
  Score: Raw -2451318.185804 + Penalty 4852.710235 = -2446465.475569
  nChanged 10
		SP:Iteration 146Q (1957.530000 sec): 3 clusters
  Score: Raw -2451321.500183 + Penalty 4852.710235 = -2446468.789949
  nChanged 9
		SP:Iteration 147Q (1957.580000 sec): 3 clusters
  Score: Raw -2451323.598755 + Penalty 4852.710235 = -2446470.888520
  nChanged 12
		SP:Iteration 148Q (1957.630000 sec): 3 clusters
  Score: Raw -2451326.065765 + Penalty 4852.710235 = -2446473.355530
  nChanged 7
		SP:Iteration 149Q (1957.690000 sec): 3 clusters
  Score: Raw -2451328.032948 + Penalty 4852.710235 = -2446475.322714
  nChanged 8
		SP:Iteration 150Q (1957.740000 sec): 3 clusters
  Score: Raw -2451329.657193 + Penalty 4852.710235 = -2446476.946958
  nChanged 8
		SP:Iteration 151Q (1957.790000 sec): 3 clusters
  Score: Raw -2451331.526588 + Penalty 4852.710235 = -2446478.816353
  nChanged 12
		SP:Iteration 152Q (1957.840000 sec): 3 clusters
  Score: Raw -2451333.899361 + Penalty 4852.710235 = -2446481.189126
  nChanged 6
		SP:Iteration 153Q (1957.890000 sec): 3 clusters
  Score: Raw -2451335.975525 + Penalty 4852.710235 = -2446483.265290
  nChanged 6
		SP:Iteration 154Q (1957.950000 sec): 3 clusters
  Score: Raw -2451337.933882 + Penalty 4852.710235 = -2446485.223647
  nChanged 10
		SP:Iteration 155Q (1957.990000 sec): 3 clusters
  Score: Raw -2451340.356864 + Penalty 4852.710235 = -2446487.646629
  nChanged 8
		SP:Iteration 156Q (1958.050000 sec): 3 clusters
  Score: Raw -2451342.057869 + Penalty 4852.710235 = -2446489.347635
  nChanged 3
		SP:Iteration 157Q (1958.100000 sec): 3 clusters
  Score: Raw -2451343.269883 + Penalty 4852.710235 = -2446490.559649
  nChanged 6
		SP:Iteration 158Q (1958.150000 sec): 3 clusters
  Score: Raw -2451345.287072 + Penalty 4852.710235 = -2446492.576837
  nChanged 9
		SP:Iteration 159Q (1958.210000 sec): 3 clusters
  Score: Raw -2451347.731074 + Penalty 4852.710235 = -2446495.020839
  nChanged 6
		SP:Iteration 160F (1958.270000 sec): 3 clusters
  Score: Raw -2451348.967480 + Penalty 4852.710235 = -2446496.257246
  nChanged 4
		SP:Iteration 161Q (1958.320000 sec): 3 clusters
  Score: Raw -2451349.466165 + Penalty 4852.710235 = -2446496.755930
  nChanged 2
		SP:Iteration 162Q (1958.370000 sec): 3 clusters
  Score: Raw -2451349.949201 + Penalty 4852.710235 = -2446497.238966
  nChanged 1
		SP:Iteration 163Q (1958.420000 sec): 3 clusters
  Score: Raw -2451350.121986 + Penalty 4852.710235 = -2446497.411752
  nChanged 1
		SP:Iteration 164Q (1958.470000 sec): 3 clusters
  Score: Raw -2451350.513861 + Penalty 4852.710235 = -2446497.803627
  nChanged 1
		SP:Iteration 165Q (1958.530000 sec): 3 clusters
  Score: Raw -2451350.818811 + Penalty 4852.710235 = -2446498.108576
  nChanged 2
		SP:Iteration 166Q (1958.580000 sec): 3 clusters
  Score: Raw -2451351.717830 + Penalty 4852.710235 = -2446499.007595
  nChanged 4
		SP:Iteration 167Q (1958.630000 sec): 3 clusters
  Score: Raw -2451352.442174 + Penalty 4852.710235 = -2446499.731940
  nChanged 5
		SP:Iteration 168Q (1958.680000 sec): 3 clusters
  Score: Raw -2451353.169937 + Penalty 4852.710235 = -2446500.459703
  nChanged 4
		SP:Iteration 169Q (1958.730000 sec): 3 clusters
  Score: Raw -2451353.631135 + Penalty 4852.710235 = -2446500.920900
  nChanged 5
		SP:Iteration 170Q (1958.790000 sec): 3 clusters
  Score: Raw -2451355.291512 + Penalty 4852.710235 = -2446502.581277
  nChanged 2
		SP:Iteration 171Q (1958.840000 sec): 3 clusters
  Score: Raw -2451355.757212 + Penalty 4852.710235 = -2446503.046977
  nChanged 1
		SP:Iteration 172Q (1958.890000 sec): 3 clusters
  Score: Raw -2451355.939438 + Penalty 4852.710235 = -2446503.229203
  nChanged 0
		SP:Iteration 173F (1958.960000 sec): 3 clusters
  Score: Raw -2451355.939438 + Penalty 4852.710235 = -2446503.229203
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1958.990000 sec): 2 clusters
  Score: Raw -1058528.451373 + Penalty 2203.177158 = -1056325.274215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1959.010000 sec): 3 clusters
  Score: Raw -1054830.192629 + Penalty 4406.354315 = -1050423.838314
  nChanged 2906
		SP:Iteration 1F (1959.040000 sec): 3 clusters
  Score: Raw -1056400.408506 + Penalty 4406.354315 = -1051994.054191
  nChanged 500
		SP:Iteration 2F (1959.070000 sec): 3 clusters
  Score: Raw -1056659.245888 + Penalty 4406.354315 = -1052252.891573
  nChanged 354
		SP:Iteration 3Q (1959.090000 sec): 3 clusters
  Score: Raw -1056839.146331 + Penalty 4406.354315 = -1052432.792015
  nChanged 282
		SP:Iteration 4Q (1959.120000 sec): 3 clusters
  Score: Raw -1056953.293057 + Penalty 4406.354315 = -1052546.938741
  nChanged 209
		SP:Iteration 5Q (1959.150000 sec): 3 clusters
  Score: Raw -1057028.325855 + Penalty 4406.354315 = -1052621.971539
  nChanged 170
		SP:Iteration 6Q (1959.170000 sec): 3 clusters
  Score: Raw -1057085.549203 + Penalty 4406.354315 = -1052679.194888
  nChanged 135
		SP:Iteration 7Q (1959.200000 sec): 3 clusters
  Score: Raw -1057131.051251 + Penalty 4406.354315 = -1052724.696936
  nChanged 122
		SP:Iteration 8Q (1959.230000 sec): 3 clusters
  Score: Raw -1057169.723669 + Penalty 4406.354315 = -1052763.369353
  nChanged 94
		SP:Iteration 9Q (1959.250000 sec): 3 clusters
  Score: Raw -1057197.453999 + Penalty 4406.354315 = -1052791.099684
  nChanged 75
		SP:Iteration 10Q (1959.280000 sec): 3 clusters
  Score: Raw -1057218.690600 + Penalty 4406.354315 = -1052812.336285
  nChanged 71
		SP:Iteration 11Q (1959.300000 sec): 3 clusters
  Score: Raw -1057238.180573 + Penalty 4406.354315 = -1052831.826258
  nChanged 69
		SP:Iteration 12Q (1959.330000 sec): 3 clusters
  Score: Raw -1057255.504807 + Penalty 4406.354315 = -1052849.150491
  nChanged 51
		SP:Iteration 13Q (1959.350000 sec): 3 clusters
  Score: Raw -1057269.238076 + Penalty 4406.354315 = -1052862.883761
  nChanged 59
		SP:Iteration 14Q (1959.380000 sec): 3 clusters
  Score: Raw -1057283.660613 + Penalty 4406.354315 = -1052877.306298
  nChanged 53
		SP:Iteration 15Q (1959.410000 sec): 3 clusters
  Score: Raw -1057296.499261 + Penalty 4406.354315 = -1052890.144946
  nChanged 57
		SP:Iteration 16Q (1959.430000 sec): 3 clusters
  Score: Raw -1057313.827047 + Penalty 4406.354315 = -1052907.472732
  nChanged 71
		SP:Iteration 17Q (1959.460000 sec): 3 clusters
  Score: Raw -1057334.137500 + Penalty 4406.354315 = -1052927.783184
  nChanged 65
		SP:Iteration 18Q (1959.490000 sec): 3 clusters
  Score: Raw -1057351.946929 + Penalty 4406.354315 = -1052945.592614
  nChanged 65
		SP:Iteration 19Q (1959.510000 sec): 3 clusters
  Score: Raw -1057372.541275 + Penalty 4406.354315 = -1052966.186960
  nChanged 80
		SP:Iteration 20F (1959.540000 sec): 3 clusters
  Score: Raw -1057400.125555 + Penalty 4406.354315 = -1052993.771240
  nChanged 96
		SP:Iteration 21Q (1959.570000 sec): 3 clusters
  Score: Raw -1057436.131842 + Penalty 4406.354315 = -1053029.777527
  nChanged 104
		SP:Iteration 22Q (1959.590000 sec): 3 clusters
  Score: Raw -1057477.558300 + Penalty 4406.354315 = -1053071.203984
  nChanged 115
		SP:Iteration 23Q (1959.620000 sec): 3 clusters
  Score: Raw -1057524.334284 + Penalty 4406.354315 = -1053117.979969
  nChanged 116
		SP:Iteration 24Q (1959.650000 sec): 3 clusters
  Score: Raw -1057571.767798 + Penalty 4406.354315 = -1053165.413483
  nChanged 128
		SP:Iteration 25Q (1959.670000 sec): 3 clusters
  Score: Raw -1057627.340024 + Penalty 4406.354315 = -1053220.985709
  nChanged 140
		SP:Iteration 26Q (1959.700000 sec): 3 clusters
  Score: Raw -1057706.644406 + Penalty 4406.354315 = -1053300.290091
  nChanged 159
		SP:Iteration 27Q (1959.730000 sec): 3 clusters
  Score: Raw -1057803.161633 + Penalty 4406.354315 = -1053396.807318
  nChanged 187
		SP:Iteration 28Q (1959.750000 sec): 3 clusters
  Score: Raw -1057929.200472 + Penalty 4406.354315 = -1053522.846157
  nChanged 209
		SP:Iteration 29Q (1959.780000 sec): 3 clusters
  Score: Raw -1058071.268159 + Penalty 4406.354315 = -1053664.913844
  nChanged 208
		SP:Iteration 30Q (1959.810000 sec): 3 clusters
  Score: Raw -1058236.821428 + Penalty 4406.354315 = -1053830.467113
  nChanged 211
		SP:Iteration 31Q (1959.830000 sec): 3 clusters
  Score: Raw -1058439.628523 + Penalty 4406.354315 = -1054033.274208
  nChanged 197
		SP:Iteration 32Q (1959.850000 sec): 3 clusters
  Score: Raw -1058630.769120 + Penalty 4406.354315 = -1054224.414805
  nChanged 190
		SP:Iteration 33Q (1959.880000 sec): 3 clusters
  Score: Raw -1058816.406659 + Penalty 4406.354315 = -1054410.052344
  nChanged 160
		SP:Iteration 34Q (1959.910000 sec): 3 clusters
  Score: Raw -1058948.047352 + Penalty 4406.354315 = -1054541.693037
  nChanged 119
		SP:Iteration 35Q (1959.930000 sec): 3 clusters
  Score: Raw -1059048.608004 + Penalty 4406.354315 = -1054642.253688
  nChanged 106
		SP:Iteration 36Q (1959.950000 sec): 3 clusters
  Score: Raw -1059128.980573 + Penalty 4406.354315 = -1054722.626257
  nChanged 97
		SP:Iteration 37Q (1959.970000 sec): 3 clusters
  Score: Raw -1059186.392422 + Penalty 4406.354315 = -1054780.038106
  nChanged 88
		SP:Iteration 38Q (1960.000000 sec): 3 clusters
  Score: Raw -1059235.550373 + Penalty 4406.354315 = -1054829.196058
  nChanged 67
		SP:Iteration 39Q (1960.020000 sec): 3 clusters
  Score: Raw -1059271.156157 + Penalty 4406.354315 = -1054864.801842
  nChanged 55
		SP:Iteration 40F (1960.050000 sec): 3 clusters
  Score: Raw -1059298.642308 + Penalty 4406.354315 = -1054892.287993
  nChanged 43
		SP:Iteration 41Q (1960.070000 sec): 3 clusters
  Score: Raw -1059321.111890 + Penalty 4406.354315 = -1054914.757574
  nChanged 40
		SP:Iteration 42Q (1960.090000 sec): 3 clusters
  Score: Raw -1059338.102743 + Penalty 4406.354315 = -1054931.748428
  nChanged 26
		SP:Iteration 43Q (1960.110000 sec): 3 clusters
  Score: Raw -1059347.638025 + Penalty 4406.354315 = -1054941.283710
  nChanged 23
		SP:Iteration 44Q (1960.130000 sec): 3 clusters
  Score: Raw -1059356.068130 + Penalty 4406.354315 = -1054949.713815
  nChanged 15
		SP:Iteration 45Q (1960.160000 sec): 3 clusters
  Score: Raw -1059360.476913 + Penalty 4406.354315 = -1054954.122598
  nChanged 6
		SP:Iteration 46Q (1960.180000 sec): 3 clusters
  Score: Raw -1059362.946539 + Penalty 4406.354315 = -1054956.592224
  nChanged 9
		SP:Iteration 47Q (1960.200000 sec): 3 clusters
  Score: Raw -1059367.286080 + Penalty 4406.354315 = -1054960.931765
  nChanged 9
		SP:Iteration 48Q (1960.220000 sec): 3 clusters
  Score: Raw -1059370.016366 + Penalty 4406.354315 = -1054963.662051
  nChanged 6
		SP:Iteration 49Q (1960.250000 sec): 3 clusters
  Score: Raw -1059371.636017 + Penalty 4406.354315 = -1054965.281702
  nChanged 4
		SP:Iteration 50Q (1960.270000 sec): 3 clusters
  Score: Raw -1059372.748511 + Penalty 4406.354315 = -1054966.394195
  nChanged 2
		SP:Iteration 51Q (1960.290000 sec): 3 clusters
  Score: Raw -1059373.217174 + Penalty 4406.354315 = -1054966.862858
  nChanged 3
		SP:Iteration 52Q (1960.310000 sec): 3 clusters
  Score: Raw -1059374.235170 + Penalty 4406.354315 = -1054967.880855
  nChanged 1
		SP:Iteration 53Q (1960.330000 sec): 3 clusters
  Score: Raw -1059374.575337 + Penalty 4406.354315 = -1054968.221022
  nChanged 3
		SP:Iteration 54Q (1960.350000 sec): 3 clusters
  Score: Raw -1059375.364356 + Penalty 4406.354315 = -1054969.010041
  nChanged 2
		SP:Iteration 55Q (1960.380000 sec): 3 clusters
  Score: Raw -1059376.065476 + Penalty 4406.354315 = -1054969.711161
  nChanged 1
		SP:Iteration 56Q (1960.400000 sec): 3 clusters
  Score: Raw -1059376.526047 + Penalty 4406.354315 = -1054970.171732
  nChanged 1
		SP:Iteration 57Q (1960.420000 sec): 3 clusters
  Score: Raw -1059376.752800 + Penalty 4406.354315 = -1054970.398485
  nChanged 3
		SP:Iteration 58Q (1960.440000 sec): 3 clusters
  Score: Raw -1059378.146255 + Penalty 4406.354315 = -1054971.791940
  nChanged 1
		SP:Iteration 59Q (1960.470000 sec): 3 clusters
  Score: Raw -1059378.318604 + Penalty 4406.354315 = -1054971.964289
  nChanged 1
		SP:Iteration 60F (1960.490000 sec): 3 clusters
  Score: Raw -1059378.628237 + Penalty 4406.354315 = -1054972.273922
  nChanged 1
		SP:Iteration 61Q (1960.510000 sec): 3 clusters
  Score: Raw -1059378.735753 + Penalty 4406.354315 = -1054972.381438
  nChanged 1
		SP:Iteration 62Q (1960.530000 sec): 3 clusters
  Score: Raw -1059379.157660 + Penalty 4406.354315 = -1054972.803345
  nChanged 1
		SP:Iteration 63Q (1960.560000 sec): 3 clusters
  Score: Raw -1059379.307418 + Penalty 4406.354315 = -1054972.953103
  nChanged 0
		SP:Iteration 64F (1960.580000 sec): 3 clusters
  Score: Raw -1059379.307418 + Penalty 4406.354315 = -1054972.953103
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (100693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1960.930000 sec): 2 clusters
  Score: Raw -14895858.094178 + Penalty 2856.918228 = -14893001.175950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1961.310000 sec): 3 clusters
  Score: Raw -14831372.062873 + Penalty 5713.836455 = -14825658.226418
  nChanged 47597
		SP:Iteration 1F (1961.690000 sec): 3 clusters
  Score: Raw -14858782.137965 + Penalty 5713.836455 = -14853068.301510
  nChanged 3379
		SP:Iteration 2Q (1962.080000 sec): 3 clusters
  Score: Raw -14859612.790111 + Penalty 5713.836455 = -14853898.953655
  nChanged 3610
		SP:Iteration 3Q (1962.470000 sec): 3 clusters
  Score: Raw -14860606.079179 + Penalty 5713.836455 = -14854892.242724
  nChanged 3946
		SP:Iteration 4Q (1962.860000 sec): 3 clusters
  Score: Raw -14861895.962250 + Penalty 5713.836455 = -14856182.125795
  nChanged 4495
		SP:Iteration 5Q (1963.250000 sec): 3 clusters
  Score: Raw -14863652.407255 + Penalty 5713.836455 = -14857938.570800
  nChanged 5284
		SP:Iteration 6F (1963.630000 sec): 3 clusters
  Score: Raw -14866202.351895 + Penalty 5713.836455 = -14860488.515440
  nChanged 6144
		SP:Iteration 7F (1964.010000 sec): 3 clusters
  Score: Raw -14869711.199261 + Penalty 5713.836455 = -14863997.362806
  nChanged 6769
		SP:Iteration 8F (1964.410000 sec): 3 clusters
  Score: Raw -14874139.621988 + Penalty 5713.836455 = -14868425.785533
  nChanged 6831
		SP:Iteration 9F (1964.800000 sec): 3 clusters
  Score: Raw -14879134.374160 + Penalty 5713.836455 = -14873420.537705
  nChanged 6322
		SP:Iteration 10F (1965.210000 sec): 3 clusters
  Score: Raw -14884145.867691 + Penalty 5713.836455 = -14878432.031236
  nChanged 5334
		SP:Iteration 11F (1965.610000 sec): 3 clusters
  Score: Raw -14888630.634755 + Penalty 5713.836455 = -14882916.798300
  nChanged 3857
		SP:Iteration 12Q (1966.010000 sec): 3 clusters
  Score: Raw -14891966.710439 + Penalty 5713.836455 = -14886252.873984
  nChanged 2332
		SP:Iteration 13Q (1966.400000 sec): 3 clusters
  Score: Raw -14894047.923532 + Penalty 5713.836455 = -14888334.087077
  nChanged 1310
		SP:Iteration 14Q (1966.750000 sec): 3 clusters
  Score: Raw -14895243.566616 + Penalty 5713.836455 = -14889529.730161
  nChanged 639
		SP:Iteration 15Q (1967.090000 sec): 3 clusters
  Score: Raw -14895839.592185 + Penalty 5713.836455 = -14890125.755730
  nChanged 312
		SP:Iteration 16Q (1967.400000 sec): 3 clusters
  Score: Raw -14896102.878541 + Penalty 5713.836455 = -14890389.042086
  nChanged 176
		SP:Iteration 17Q (1967.700000 sec): 3 clusters
  Score: Raw -14896247.997238 + Penalty 5713.836455 = -14890534.160783
  nChanged 109
		SP:Iteration 18Q (1967.990000 sec): 3 clusters
  Score: Raw -14896338.409764 + Penalty 5713.836455 = -14890624.573309
  nChanged 87
		SP:Iteration 19Q (1968.310000 sec): 3 clusters
  Score: Raw -14896404.332084 + Penalty 5713.836455 = -14890690.495629
  nChanged 51
		SP:Iteration 20F (1968.720000 sec): 3 clusters
  Score: Raw -14896447.382085 + Penalty 5713.836455 = -14890733.545630
  nChanged 44
		SP:Iteration 21Q (1969.020000 sec): 3 clusters
  Score: Raw -14896472.930135 + Penalty 5713.836455 = -14890759.093680
  nChanged 26
		SP:Iteration 22Q (1969.310000 sec): 3 clusters
  Score: Raw -14896486.891764 + Penalty 5713.836455 = -14890773.055309
  nChanged 14
		SP:Iteration 23Q (1969.600000 sec): 3 clusters
  Score: Raw -14896495.852103 + Penalty 5713.836455 = -14890782.015647
  nChanged 12
		SP:Iteration 24Q (1969.890000 sec): 3 clusters
  Score: Raw -14896502.716220 + Penalty 5713.836455 = -14890788.879765
  nChanged 9
		SP:Iteration 25Q (1970.170000 sec): 3 clusters
  Score: Raw -14896506.855944 + Penalty 5713.836455 = -14890793.019489
  nChanged 6
		SP:Iteration 26Q (1970.460000 sec): 3 clusters
  Score: Raw -14896509.646373 + Penalty 5713.836455 = -14890795.809918
  nChanged 5
		SP:Iteration 27Q (1970.740000 sec): 3 clusters
  Score: Raw -14896510.977997 + Penalty 5713.836455 = -14890797.141542
  nChanged 2
		SP:Iteration 28Q (1971.030000 sec): 3 clusters
  Score: Raw -14896511.395210 + Penalty 5713.836455 = -14890797.558755
  nChanged 1
		SP:Iteration 29Q (1971.310000 sec): 3 clusters
  Score: Raw -14896511.729019 + Penalty 5713.836455 = -14890797.892564
  nChanged 3
		SP:Iteration 30Q (1971.610000 sec): 3 clusters
  Score: Raw -14896512.759566 + Penalty 5713.836455 = -14890798.923111
  nChanged 2
		SP:Iteration 31Q (1971.890000 sec): 3 clusters
  Score: Raw -14896513.713833 + Penalty 5713.836455 = -14890799.877378
  nChanged 1
		SP:Iteration 32Q (1972.180000 sec): 3 clusters
  Score: Raw -14896514.177438 + Penalty 5713.836455 = -14890800.340983
  nChanged 2
		SP:Iteration 33Q (1972.470000 sec): 3 clusters
  Score: Raw -14896515.283914 + Penalty 5713.836455 = -14890801.447459
  nChanged 1
		SP:Iteration 34Q (1972.750000 sec): 3 clusters
  Score: Raw -14896515.577572 + Penalty 5713.836455 = -14890801.741117
  nChanged 1
		SP:Iteration 35Q (1973.040000 sec): 3 clusters
  Score: Raw -14896515.781547 + Penalty 5713.836455 = -14890801.945091
  nChanged 0
		SP:Iteration 36F (1973.440000 sec): 3 clusters
  Score: Raw -14896515.781547 + Penalty 5713.836455 = -14890801.945091
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1973.480000 sec): 2 clusters
  Score: Raw -31826.381350 + Penalty 1381.894200 = -30444.487150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1973.480000 sec): 3 clusters
  Score: Raw -32229.893934 + Penalty 2763.788400 = -29466.105534
  nChanged 59
		SP:Iteration 1F (1973.480000 sec): 3 clusters
  Score: Raw -32492.559244 + Penalty 2763.788400 = -29728.770844
  nChanged 14
		SP:Iteration 2F (1973.480000 sec): 3 clusters
  Score: Raw -32749.686738 + Penalty 2763.788400 = -29985.898338
  nChanged 28
		SP:Iteration 3F (1973.480000 sec): 3 clusters
  Score: Raw -33100.079289 + Penalty 2763.788400 = -30336.290890
  nChanged 9
		SP:Iteration 4Q (1973.490000 sec): 3 clusters
  Score: Raw -33214.082208 + Penalty 2763.788400 = -30450.293809
  nChanged 6
		SP:Iteration 5Q (1973.490000 sec): 3 clusters
  Score: Raw -33334.281318 + Penalty 2763.788400 = -30570.492918
  nChanged 4
		SP:Iteration 6Q (1973.490000 sec): 3 clusters
  Score: Raw -33411.323682 + Penalty 2763.788400 = -30647.535282
  nChanged 2
		SP:Iteration 7Q (1973.490000 sec): 3 clusters
  Score: Raw -33463.808189 + Penalty 2763.788400 = -30700.019789
  nChanged 2
		SP:Iteration 8Q (1973.490000 sec): 3 clusters
  Score: Raw -33480.265127 + Penalty 2763.788400 = -30716.476727
  nChanged 0
		SP:Iteration 9F (1973.490000 sec): 3 clusters
  Score: Raw -33480.265127 + Penalty 2763.788400 = -30716.476727
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 33.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (258709 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1974.400000 sec): 2 clusters
  Score: Raw -38291388.897306 + Penalty 3090.937871 = -38288297.959435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1975.440000 sec): 3 clusters
  Score: Raw -38120605.721041 + Penalty 6181.875742 = -38114423.845299
  nChanged 124845
		SP:Iteration 1F (1976.430000 sec): 3 clusters
  Score: Raw -38194346.825496 + Penalty 6181.875742 = -38188164.949754
  nChanged 7637
		SP:Iteration 2Q (1977.420000 sec): 3 clusters
  Score: Raw -38196242.611422 + Penalty 6181.875742 = -38190060.735680
  nChanged 9777
		SP:Iteration 3Q (1978.410000 sec): 3 clusters
  Score: Raw -38199545.361719 + Penalty 6181.875742 = -38193363.485977
  nChanged 13075
		SP:Iteration 4F (1979.390000 sec): 3 clusters
  Score: Raw -38205592.400142 + Penalty 6181.875742 = -38199410.524400
  nChanged 17482
		SP:Iteration 5F (1980.360000 sec): 3 clusters
  Score: Raw -38216593.078255 + Penalty 6181.875742 = -38210411.202513
  nChanged 22114
		SP:Iteration 6F (1981.330000 sec): 3 clusters
  Score: Raw -38234506.310804 + Penalty 6181.875742 = -38228324.435062
  nChanged 23238
		SP:Iteration 7F (1982.310000 sec): 3 clusters
  Score: Raw -38256520.863503 + Penalty 6181.875742 = -38250338.987761
  nChanged 18741
		SP:Iteration 8F (1983.270000 sec): 3 clusters
  Score: Raw -38275217.999493 + Penalty 6181.875742 = -38269036.123751
  nChanged 10714
		SP:Iteration 9Q (1984.250000 sec): 3 clusters
  Score: Raw -38285748.008862 + Penalty 6181.875742 = -38279566.133120
  nChanged 4427
		SP:Iteration 10Q (1985.130000 sec): 3 clusters
  Score: Raw -38289897.443388 + Penalty 6181.875742 = -38283715.567646
  nChanged 1269
		SP:Iteration 11Q (1985.890000 sec): 3 clusters
  Score: Raw -38291116.789048 + Penalty 6181.875742 = -38284934.913306
  nChanged 319
		SP:Iteration 12Q (1986.620000 sec): 3 clusters
  Score: Raw -38291427.454064 + Penalty 6181.875742 = -38285245.578322
  nChanged 95
		SP:Iteration 13Q (1987.360000 sec): 3 clusters
  Score: Raw -38291563.564094 + Penalty 6181.875742 = -38285381.688352
  nChanged 42
		SP:Iteration 14Q (1988.100000 sec): 3 clusters
  Score: Raw -38291629.336926 + Penalty 6181.875742 = -38285447.461184
  nChanged 23
		SP:Iteration 15Q (1988.830000 sec): 3 clusters
  Score: Raw -38291666.720611 + Penalty 6181.875742 = -38285484.844870
  nChanged 10
		SP:Iteration 16Q (1989.560000 sec): 3 clusters
  Score: Raw -38291676.339257 + Penalty 6181.875742 = -38285494.463516
  nChanged 5
		SP:Iteration 17Q (1990.280000 sec): 3 clusters
  Score: Raw -38291684.296970 + Penalty 6181.875742 = -38285502.421228
  nChanged 4
		SP:Iteration 18Q (1990.980000 sec): 3 clusters
  Score: Raw -38291692.945182 + Penalty 6181.875742 = -38285511.069440
  nChanged 7
		SP:Iteration 19Q (1991.720000 sec): 3 clusters
  Score: Raw -38291705.363893 + Penalty 6181.875742 = -38285523.488151
  nChanged 3
		SP:Iteration 20F (1992.740000 sec): 3 clusters
  Score: Raw -38291709.608561 + Penalty 6181.875742 = -38285527.732819
  nChanged 4
		SP:Iteration 21Q (1993.470000 sec): 3 clusters
  Score: Raw -38291713.972229 + Penalty 6181.875742 = -38285532.096488
  nChanged 3
		SP:Iteration 22Q (1994.190000 sec): 3 clusters
  Score: Raw -38291716.453358 + Penalty 6181.875742 = -38285534.577616
  nChanged 1
		SP:Iteration 23Q (1994.910000 sec): 3 clusters
  Score: Raw -38291718.632814 + Penalty 6181.875742 = -38285536.757073
  nChanged 1
		SP:Iteration 24Q (1995.640000 sec): 3 clusters
  Score: Raw -38291719.439775 + Penalty 6181.875742 = -38285537.564033
  nChanged 0
		SP:Iteration 25F (1996.660000 sec): 3 clusters
  Score: Raw -38291719.439775 + Penalty 6181.875742 = -38285537.564033
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1996.770000 sec): 2 clusters
  Score: Raw -63958.600981 + Penalty 1532.644130 = -62425.956851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1996.770000 sec): 3 clusters
  Score: Raw -63983.818799 + Penalty 3065.288260 = -60918.530539
  nChanged 84
		SP:Iteration 1F (1996.770000 sec): 3 clusters
  Score: Raw -64168.103372 + Penalty 3065.288260 = -61102.815111
  nChanged 18
		SP:Iteration 2Q (1996.770000 sec): 3 clusters
  Score: Raw -64207.971034 + Penalty 3065.288260 = -61142.682774
  nChanged 9
		SP:Iteration 3Q (1996.770000 sec): 3 clusters
  Score: Raw -64247.604451 + Penalty 3065.288260 = -61182.316191
  nChanged 6
		SP:Iteration 4Q (1996.780000 sec): 3 clusters
  Score: Raw -64261.090412 + Penalty 3065.288260 = -61195.802152
  nChanged 4
		SP:Iteration 5Q (1996.780000 sec): 3 clusters
  Score: Raw -64277.341733 + Penalty 3065.288260 = -61212.053472
  nChanged 5
		SP:Iteration 6Q (1996.780000 sec): 3 clusters
  Score: Raw -64291.928165 + Penalty 3065.288260 = -61226.639904
  nChanged 3
		SP:Iteration 7Q (1996.780000 sec): 3 clusters
  Score: Raw -64302.747106 + Penalty 3065.288260 = -61237.458846
  nChanged 2
		SP:Iteration 8Q (1996.780000 sec): 3 clusters
  Score: Raw -64309.881987 + Penalty 3065.288260 = -61244.593727
  nChanged 4
		SP:Iteration 9Q (1996.780000 sec): 3 clusters
  Score: Raw -64338.553094 + Penalty 3065.288260 = -61273.264834
  nChanged 8
		SP:Iteration 10Q (1996.790000 sec): 3 clusters
  Score: Raw -64408.319936 + Penalty 3065.288260 = -61343.031676
  nChanged 2
		SP:Iteration 11Q (1996.790000 sec): 3 clusters
  Score: Raw -64419.302612 + Penalty 3065.288260 = -61354.014351
  nChanged 2
		SP:Iteration 12Q (1996.790000 sec): 3 clusters
  Score: Raw -64422.886808 + Penalty 3065.288260 = -61357.598547
  nChanged 0
		SP:Iteration 13F (1996.790000 sec): 3 clusters
  Score: Raw -64422.886808 + Penalty 3065.288260 = -61357.598547
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (7418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1996.820000 sec): 2 clusters
  Score: Raw -1064373.088989 + Penalty 2210.092860 = -1062162.996129
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1996.850000 sec): 3 clusters
  Score: Raw -1060498.563107 + Penalty 4420.185720 = -1056078.377387
  nChanged 2927
		SP:Iteration 1F (1996.880000 sec): 3 clusters
  Score: Raw -1062056.839149 + Penalty 4420.185720 = -1057636.653429
  nChanged 512
		SP:Iteration 2F (1996.910000 sec): 3 clusters
  Score: Raw -1062315.586179 + Penalty 4420.185720 = -1057895.400459
  nChanged 384
		SP:Iteration 3F (1996.940000 sec): 3 clusters
  Score: Raw -1062512.323579 + Penalty 4420.185720 = -1058092.137859
  nChanged 321
		SP:Iteration 4Q (1996.970000 sec): 3 clusters
  Score: Raw -1062662.798443 + Penalty 4420.185720 = -1058242.612723
  nChanged 289
		SP:Iteration 5Q (1997.000000 sec): 3 clusters
  Score: Raw -1062797.908577 + Penalty 4420.185720 = -1058377.722857
  nChanged 242
		SP:Iteration 6Q (1997.030000 sec): 3 clusters
  Score: Raw -1062908.235224 + Penalty 4420.185720 = -1058488.049504
  nChanged 211
		SP:Iteration 7Q (1997.060000 sec): 3 clusters
  Score: Raw -1062998.081495 + Penalty 4420.185720 = -1058577.895775
  nChanged 180
		SP:Iteration 8Q (1997.090000 sec): 3 clusters
  Score: Raw -1063074.628942 + Penalty 4420.185720 = -1058654.443223
  nChanged 180
		SP:Iteration 9Q (1997.120000 sec): 3 clusters
  Score: Raw -1063154.080215 + Penalty 4420.185720 = -1058733.894495
  nChanged 173
		SP:Iteration 10Q (1997.150000 sec): 3 clusters
  Score: Raw -1063227.153452 + Penalty 4420.185720 = -1058806.967732
  nChanged 180
		SP:Iteration 11Q (1997.180000 sec): 3 clusters
  Score: Raw -1063316.540616 + Penalty 4420.185720 = -1058896.354896
  nChanged 229
		SP:Iteration 12Q (1997.210000 sec): 3 clusters
  Score: Raw -1063457.465658 + Penalty 4420.185720 = -1059037.279938
  nChanged 242
		SP:Iteration 13Q (1997.240000 sec): 3 clusters
  Score: Raw -1063598.855478 + Penalty 4420.185720 = -1059178.669758
  nChanged 249
		SP:Iteration 14Q (1997.270000 sec): 3 clusters
  Score: Raw -1063752.200291 + Penalty 4420.185720 = -1059332.014571
  nChanged 237
		SP:Iteration 15Q (1997.300000 sec): 3 clusters
  Score: Raw -1063907.577752 + Penalty 4420.185720 = -1059487.392032
  nChanged 212
		SP:Iteration 16Q (1997.320000 sec): 3 clusters
  Score: Raw -1064046.691606 + Penalty 4420.185720 = -1059626.505886
  nChanged 193
		SP:Iteration 17Q (1997.360000 sec): 3 clusters
  Score: Raw -1064175.532479 + Penalty 4420.185720 = -1059755.346759
  nChanged 174
		SP:Iteration 18Q (1997.380000 sec): 3 clusters
  Score: Raw -1064289.211307 + Penalty 4420.185720 = -1059869.025587
  nChanged 167
		SP:Iteration 19Q (1997.420000 sec): 3 clusters
  Score: Raw -1064396.425793 + Penalty 4420.185720 = -1059976.240073
  nChanged 145
		SP:Iteration 20F (1997.440000 sec): 3 clusters
  Score: Raw -1064485.607442 + Penalty 4420.185720 = -1060065.421722
  nChanged 143
		SP:Iteration 21Q (1997.470000 sec): 3 clusters
  Score: Raw -1064562.311198 + Penalty 4420.185720 = -1060142.125478
  nChanged 117
		SP:Iteration 22Q (1997.500000 sec): 3 clusters
  Score: Raw -1064615.670689 + Penalty 4420.185720 = -1060195.484969
  nChanged 82
		SP:Iteration 23Q (1997.530000 sec): 3 clusters
  Score: Raw -1064648.537596 + Penalty 4420.185720 = -1060228.351876
  nChanged 69
		SP:Iteration 24Q (1997.560000 sec): 3 clusters
  Score: Raw -1064673.830556 + Penalty 4420.185720 = -1060253.644836
  nChanged 53
		SP:Iteration 25Q (1997.580000 sec): 3 clusters
  Score: Raw -1064692.360823 + Penalty 4420.185720 = -1060272.175103
  nChanged 37
		SP:Iteration 26Q (1997.610000 sec): 3 clusters
  Score: Raw -1064706.376679 + Penalty 4420.185720 = -1060286.190959
  nChanged 33
		SP:Iteration 27Q (1997.640000 sec): 3 clusters
  Score: Raw -1064716.041436 + Penalty 4420.185720 = -1060295.855716
  nChanged 24
		SP:Iteration 28Q (1997.660000 sec): 3 clusters
  Score: Raw -1064722.634955 + Penalty 4420.185720 = -1060302.449235
  nChanged 21
		SP:Iteration 29Q (1997.690000 sec): 3 clusters
  Score: Raw -1064727.739924 + Penalty 4420.185720 = -1060307.554204
  nChanged 11
		SP:Iteration 30Q (1997.720000 sec): 3 clusters
  Score: Raw -1064729.466567 + Penalty 4420.185720 = -1060309.280847
  nChanged 10
		SP:Iteration 31Q (1997.740000 sec): 3 clusters
  Score: Raw -1064731.280864 + Penalty 4420.185720 = -1060311.095144
  nChanged 4
		SP:Iteration 32Q (1997.770000 sec): 3 clusters
  Score: Raw -1064731.921003 + Penalty 4420.185720 = -1060311.735283
  nChanged 3
		SP:Iteration 33Q (1997.800000 sec): 3 clusters
  Score: Raw -1064732.536577 + Penalty 4420.185720 = -1060312.350857
  nChanged 4
		SP:Iteration 34Q (1997.820000 sec): 3 clusters
  Score: Raw -1064733.339951 + Penalty 4420.185720 = -1060313.154231
  nChanged 5
		SP:Iteration 35Q (1997.850000 sec): 3 clusters
  Score: Raw -1064734.241469 + Penalty 4420.185720 = -1060314.055749
  nChanged 8
		SP:Iteration 36Q (1997.880000 sec): 3 clusters
  Score: Raw -1064735.896437 + Penalty 4420.185720 = -1060315.710717
  nChanged 2
		SP:Iteration 37Q (1997.910000 sec): 3 clusters
  Score: Raw -1064736.257178 + Penalty 4420.185720 = -1060316.071458
  nChanged 1
		SP:Iteration 38Q (1997.930000 sec): 3 clusters
  Score: Raw -1064736.415549 + Penalty 4420.185720 = -1060316.229829
  nChanged 2
		SP:Iteration 39Q (1997.960000 sec): 3 clusters
  Score: Raw -1064736.746473 + Penalty 4420.185720 = -1060316.560753
  nChanged 3
		SP:Iteration 40F (1997.990000 sec): 3 clusters
  Score: Raw -1064737.632759 + Penalty 4420.185720 = -1060317.447039
  nChanged 2
		SP:Iteration 41Q (1998.020000 sec): 3 clusters
  Score: Raw -1064738.336293 + Penalty 4420.185720 = -1060318.150573
  nChanged 2
		SP:Iteration 42Q (1998.040000 sec): 3 clusters
  Score: Raw -1064738.582566 + Penalty 4420.185720 = -1060318.396846
  nChanged 2
		SP:Iteration 43Q (1998.070000 sec): 3 clusters
  Score: Raw -1064739.021797 + Penalty 4420.185720 = -1060318.836077
  nChanged 3
		SP:Iteration 44Q (1998.100000 sec): 3 clusters
  Score: Raw -1064739.685437 + Penalty 4420.185720 = -1060319.499717
  nChanged 2
		SP:Iteration 45Q (1998.120000 sec): 3 clusters
  Score: Raw -1064740.254988 + Penalty 4420.185720 = -1060320.069268
  nChanged 1
		SP:Iteration 46Q (1998.150000 sec): 3 clusters
  Score: Raw -1064740.351446 + Penalty 4420.185720 = -1060320.165726
  nChanged 2
		SP:Iteration 47Q (1998.180000 sec): 3 clusters
  Score: Raw -1064740.649621 + Penalty 4420.185720 = -1060320.463901
  nChanged 0
		SP:Iteration 48F (1998.200000 sec): 3 clusters
  Score: Raw -1064740.649621 + Penalty 4420.185720 = -1060320.463901
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1998.210000 sec): 2 clusters
  Score: Raw -44434.578259 + Penalty 1441.904372 = -42992.673887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1998.210000 sec): 3 clusters
  Score: Raw -44591.006584 + Penalty 2883.808744 = -41707.197840
  nChanged 54
		SP:Iteration 1F (1998.220000 sec): 3 clusters
  Score: Raw -44814.961638 + Penalty 2883.808744 = -41931.152894
  nChanged 20
		SP:Iteration 2F (1998.220000 sec): 3 clusters
  Score: Raw -44951.940453 + Penalty 2883.808744 = -42068.131709
  nChanged 13
		SP:Iteration 3Q (1998.220000 sec): 3 clusters
  Score: Raw -45071.722015 + Penalty 2883.808744 = -42187.913271
  nChanged 13
		SP:Iteration 4Q (1998.220000 sec): 3 clusters
  Score: Raw -45219.794848 + Penalty 2883.808744 = -42335.986104
  nChanged 6
		SP:Iteration 5Q (1998.220000 sec): 3 clusters
  Score: Raw -45270.537284 + Penalty 2883.808744 = -42386.728540
  nChanged 7
		SP:Iteration 6Q (1998.220000 sec): 3 clusters
  Score: Raw -45341.812424 + Penalty 2883.808744 = -42458.003680
  nChanged 7
		SP:Iteration 7Q (1998.220000 sec): 3 clusters
  Score: Raw -45499.165322 + Penalty 2883.808744 = -42615.356578
  nChanged 7
		SP:Iteration 8Q (1998.220000 sec): 3 clusters
  Score: Raw -45567.450755 + Penalty 2883.808744 = -42683.642011
  nChanged 2
		SP:Iteration 9Q (1998.220000 sec): 3 clusters
  Score: Raw -45585.912608 + Penalty 2883.808744 = -42702.103864
  nChanged 4
		SP:Iteration 10Q (1998.220000 sec): 3 clusters
  Score: Raw -45718.334339 + Penalty 2883.808744 = -42834.525595
  nChanged 2
		SP:Iteration 11Q (1998.230000 sec): 3 clusters
  Score: Raw -45803.403452 + Penalty 2883.808744 = -42919.594708
  nChanged 1
		SP:Iteration 12Q (1998.230000 sec): 3 clusters
  Score: Raw -45808.698212 + Penalty 2883.808744 = -42924.889469
  nChanged 0
		SP:Iteration 13F (1998.230000 sec): 3 clusters
  Score: Raw -45808.698212 + Penalty 2883.808744 = -42924.889469
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1998.240000 sec): 2 clusters
  Score: Raw -280744.306061 + Penalty 1887.491492 = -278856.814569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1998.240000 sec): 3 clusters
  Score: Raw -280112.897492 + Penalty 3774.982984 = -276337.914508
  nChanged 699
		SP:Iteration 1F (1998.250000 sec): 3 clusters
  Score: Raw -280980.869194 + Penalty 3774.982984 = -277205.886210
  nChanged 261
		SP:Iteration 2F (1998.260000 sec): 3 clusters
  Score: Raw -281398.776364 + Penalty 3774.982984 = -277623.793380
  nChanged 179
		SP:Iteration 3F (1998.270000 sec): 3 clusters
  Score: Raw -281676.538555 + Penalty 3774.982984 = -277901.555571
  nChanged 129
		SP:Iteration 4F (1998.280000 sec): 3 clusters
  Score: Raw -281910.697782 + Penalty 3774.982984 = -278135.714798
  nChanged 94
		SP:Iteration 5Q (1998.280000 sec): 3 clusters
  Score: Raw -282159.394248 + Penalty 3774.982984 = -278384.411264
  nChanged 77
		SP:Iteration 6Q (1998.290000 sec): 3 clusters
  Score: Raw -282356.184432 + Penalty 3774.982984 = -278581.201448
  nChanged 57
		SP:Iteration 7Q (1998.300000 sec): 3 clusters
  Score: Raw -282473.084117 + Penalty 3774.982984 = -278698.101133
  nChanged 36
		SP:Iteration 8Q (1998.310000 sec): 3 clusters
  Score: Raw -282513.930518 + Penalty 3774.982984 = -278738.947534
  nChanged 17
		SP:Iteration 9Q (1998.320000 sec): 3 clusters
  Score: Raw -282534.017632 + Penalty 3774.982984 = -278759.034648
  nChanged 7
		SP:Iteration 10Q (1998.320000 sec): 3 clusters
  Score: Raw -282543.099768 + Penalty 3774.982984 = -278768.116784
  nChanged 1
		SP:Iteration 11Q (1998.330000 sec): 3 clusters
  Score: Raw -282543.437020 + Penalty 3774.982984 = -278768.454036
  nChanged 0
		SP:Iteration 12F (1998.340000 sec): 3 clusters
  Score: Raw -282543.437020 + Penalty 3774.982984 = -278768.454036
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (20609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1998.420000 sec): 2 clusters
  Score: Raw -2892756.496196 + Penalty 2463.503822 = -2890292.992374
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1998.500000 sec): 3 clusters
  Score: Raw -2880775.191641 + Penalty 4927.007644 = -2875848.183997
  nChanged 9077
		SP:Iteration 1F (1998.580000 sec): 3 clusters
  Score: Raw -2885895.824823 + Penalty 4927.007644 = -2880968.817179
  nChanged 1145
		SP:Iteration 2F (1998.670000 sec): 3 clusters
  Score: Raw -2886394.461819 + Penalty 4927.007644 = -2881467.454175
  nChanged 1019
		SP:Iteration 3Q (1998.750000 sec): 3 clusters
  Score: Raw -2886827.653948 + Penalty 4927.007644 = -2881900.646304
  nChanged 928
		SP:Iteration 4Q (1998.840000 sec): 3 clusters
  Score: Raw -2887222.112589 + Penalty 4927.007644 = -2882295.104945
  nChanged 916
		SP:Iteration 5Q (1998.920000 sec): 3 clusters
  Score: Raw -2887640.742239 + Penalty 4927.007644 = -2882713.734595
  nChanged 929
		SP:Iteration 6Q (1999.010000 sec): 3 clusters
  Score: Raw -2888098.523381 + Penalty 4927.007644 = -2883171.515737
  nChanged 948
		SP:Iteration 7Q (1999.090000 sec): 3 clusters
  Score: Raw -2888578.161791 + Penalty 4927.007644 = -2883651.154148
  nChanged 939
		SP:Iteration 8Q (1999.180000 sec): 3 clusters
  Score: Raw -2889080.930773 + Penalty 4927.007644 = -2884153.923129
  nChanged 944
		SP:Iteration 9Q (1999.260000 sec): 3 clusters
  Score: Raw -2889624.904768 + Penalty 4927.007644 = -2884697.897124
  nChanged 865
		SP:Iteration 10Q (1999.350000 sec): 3 clusters
  Score: Raw -2890189.625773 + Penalty 4927.007644 = -2885262.618130
  nChanged 804
		SP:Iteration 11Q (1999.430000 sec): 3 clusters
  Score: Raw -2890889.907447 + Penalty 4927.007644 = -2885962.899804
  nChanged 762
		SP:Iteration 12Q (1999.520000 sec): 3 clusters
  Score: Raw -2891632.310465 + Penalty 4927.007644 = -2886705.302821
  nChanged 654
		SP:Iteration 13Q (1999.600000 sec): 3 clusters
  Score: Raw -2892224.344159 + Penalty 4927.007644 = -2887297.336516
  nChanged 540
		SP:Iteration 14Q (1999.680000 sec): 3 clusters
  Score: Raw -2892577.464525 + Penalty 4927.007644 = -2887650.456881
  nChanged 387
		SP:Iteration 15Q (1999.760000 sec): 3 clusters
  Score: Raw -2892794.860663 + Penalty 4927.007644 = -2887867.853020
  nChanged 312
		SP:Iteration 16Q (1999.830000 sec): 3 clusters
  Score: Raw -2892936.005119 + Penalty 4927.007644 = -2888008.997476
  nChanged 215
		SP:Iteration 17Q (1999.900000 sec): 3 clusters
  Score: Raw -2893017.677920 + Penalty 4927.007644 = -2888090.670276
  nChanged 168
		SP:Iteration 18Q (1999.980000 sec): 3 clusters
  Score: Raw -2893072.753757 + Penalty 4927.007644 = -2888145.746113
  nChanged 129
		SP:Iteration 19Q (2000.050000 sec): 3 clusters
  Score: Raw -2893108.637474 + Penalty 4927.007644 = -2888181.629830
  nChanged 90
		SP:Iteration 20F (2000.130000 sec): 3 clusters
  Score: Raw -2893133.616876 + Penalty 4927.007644 = -2888206.609232
  nChanged 97
		SP:Iteration 21Q (2000.200000 sec): 3 clusters
  Score: Raw -2893156.152147 + Penalty 4927.007644 = -2888229.144503
  nChanged 68
		SP:Iteration 22Q (2000.270000 sec): 3 clusters
  Score: Raw -2893170.233178 + Penalty 4927.007644 = -2888243.225535
  nChanged 66
		SP:Iteration 23Q (2000.340000 sec): 3 clusters
  Score: Raw -2893184.791436 + Penalty 4927.007644 = -2888257.783792
  nChanged 58
		SP:Iteration 24Q (2000.420000 sec): 3 clusters
  Score: Raw -2893196.286492 + Penalty 4927.007644 = -2888269.278848
  nChanged 50
		SP:Iteration 25Q (2000.490000 sec): 3 clusters
  Score: Raw -2893204.217241 + Penalty 4927.007644 = -2888277.209598
  nChanged 25
		SP:Iteration 26Q (2000.560000 sec): 3 clusters
  Score: Raw -2893207.220101 + Penalty 4927.007644 = -2888280.212457
  nChanged 16
		SP:Iteration 27Q (2000.630000 sec): 3 clusters
  Score: Raw -2893209.336548 + Penalty 4927.007644 = -2888282.328905
  nChanged 13
		SP:Iteration 28Q (2000.700000 sec): 3 clusters
  Score: Raw -2893210.990128 + Penalty 4927.007644 = -2888283.982484
  nChanged 14
		SP:Iteration 29Q (2000.770000 sec): 3 clusters
  Score: Raw -2893212.502610 + Penalty 4927.007644 = -2888285.494967
  nChanged 9
		SP:Iteration 30Q (2000.840000 sec): 3 clusters
  Score: Raw -2893213.617271 + Penalty 4927.007644 = -2888286.609627
  nChanged 10
		SP:Iteration 31Q (2000.910000 sec): 3 clusters
  Score: Raw -2893214.754834 + Penalty 4927.007644 = -2888287.747190
  nChanged 6
		SP:Iteration 32Q (2000.980000 sec): 3 clusters
  Score: Raw -2893215.318923 + Penalty 4927.007644 = -2888288.311280
  nChanged 10
		SP:Iteration 33Q (2001.050000 sec): 3 clusters
  Score: Raw -2893216.728161 + Penalty 4927.007644 = -2888289.720518
  nChanged 7
		SP:Iteration 34Q (2001.120000 sec): 3 clusters
  Score: Raw -2893217.567029 + Penalty 4927.007644 = -2888290.559385
  nChanged 8
		SP:Iteration 35Q (2001.190000 sec): 3 clusters
  Score: Raw -2893218.778027 + Penalty 4927.007644 = -2888291.770384
  nChanged 8
		SP:Iteration 36Q (2001.260000 sec): 3 clusters
  Score: Raw -2893219.761094 + Penalty 4927.007644 = -2888292.753450
  nChanged 5
		SP:Iteration 37Q (2001.330000 sec): 3 clusters
  Score: Raw -2893220.315995 + Penalty 4927.007644 = -2888293.308351
  nChanged 7
		SP:Iteration 38Q (2001.400000 sec): 3 clusters
  Score: Raw -2893221.217140 + Penalty 4927.007644 = -2888294.209496
  nChanged 7
		SP:Iteration 39Q (2001.470000 sec): 3 clusters
  Score: Raw -2893222.226703 + Penalty 4927.007644 = -2888295.219059
  nChanged 11
		SP:Iteration 40F (2001.550000 sec): 3 clusters
  Score: Raw -2893223.288068 + Penalty 4927.007644 = -2888296.280424
  nChanged 8
		SP:Iteration 41Q (2001.620000 sec): 3 clusters
  Score: Raw -2893224.495817 + Penalty 4927.007644 = -2888297.488174
  nChanged 9
		SP:Iteration 42Q (2001.690000 sec): 3 clusters
  Score: Raw -2893226.201089 + Penalty 4927.007644 = -2888299.193446
  nChanged 11
		SP:Iteration 43Q (2001.760000 sec): 3 clusters
  Score: Raw -2893227.518603 + Penalty 4927.007644 = -2888300.510959
  nChanged 13
		SP:Iteration 44Q (2001.830000 sec): 3 clusters
  Score: Raw -2893228.874823 + Penalty 4927.007644 = -2888301.867180
  nChanged 7
		SP:Iteration 45Q (2001.900000 sec): 3 clusters
  Score: Raw -2893229.588307 + Penalty 4927.007644 = -2888302.580664
  nChanged 9
		SP:Iteration 46Q (2001.970000 sec): 3 clusters
  Score: Raw -2893230.657190 + Penalty 4927.007644 = -2888303.649546
  nChanged 7
		SP:Iteration 47Q (2002.040000 sec): 3 clusters
  Score: Raw -2893231.351117 + Penalty 4927.007644 = -2888304.343473
  nChanged 2
		SP:Iteration 48Q (2002.110000 sec): 3 clusters
  Score: Raw -2893231.477405 + Penalty 4927.007644 = -2888304.469761
  nChanged 2
		SP:Iteration 49Q (2002.180000 sec): 3 clusters
  Score: Raw -2893231.723631 + Penalty 4927.007644 = -2888304.715987
  nChanged 4
		SP:Iteration 50Q (2002.250000 sec): 3 clusters
  Score: Raw -2893232.603599 + Penalty 4927.007644 = -2888305.595956
  nChanged 7
		SP:Iteration 51Q (2002.320000 sec): 3 clusters
  Score: Raw -2893233.338520 + Penalty 4927.007644 = -2888306.330876
  nChanged 8
		SP:Iteration 52Q (2002.390000 sec): 3 clusters
  Score: Raw -2893234.332365 + Penalty 4927.007644 = -2888307.324721
  nChanged 6
		SP:Iteration 53Q (2002.460000 sec): 3 clusters
  Score: Raw -2893235.163330 + Penalty 4927.007644 = -2888308.155687
  nChanged 4
		SP:Iteration 54Q (2002.530000 sec): 3 clusters
  Score: Raw -2893235.404502 + Penalty 4927.007644 = -2888308.396858
  nChanged 2
		SP:Iteration 55Q (2002.600000 sec): 3 clusters
  Score: Raw -2893235.671173 + Penalty 4927.007644 = -2888308.663530
  nChanged 2
		SP:Iteration 56Q (2002.660000 sec): 3 clusters
  Score: Raw -2893235.794846 + Penalty 4927.007644 = -2888308.787202
  nChanged 1
		SP:Iteration 57Q (2002.730000 sec): 3 clusters
  Score: Raw -2893235.864472 + Penalty 4927.007644 = -2888308.856829
  nChanged 0
		SP:Iteration 58F (2002.820000 sec): 3 clusters
  Score: Raw -2893235.864472 + Penalty 4927.007644 = -2888308.856829
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (42763 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2002.970000 sec): 2 clusters
  Score: Raw -6598290.017478 + Penalty 2644.530273 = -6595645.487205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2003.150000 sec): 3 clusters
  Score: Raw -6571944.341942 + Penalty 5289.060547 = -6566655.281395
  nChanged 19675
		SP:Iteration 1F (2003.320000 sec): 3 clusters
  Score: Raw -6582700.926892 + Penalty 5289.060547 = -6577411.866346
  nChanged 1778
		SP:Iteration 2Q (2003.500000 sec): 3 clusters
  Score: Raw -6583205.305794 + Penalty 5289.060547 = -6577916.245247
  nChanged 1659
		SP:Iteration 3Q (2003.680000 sec): 3 clusters
  Score: Raw -6583679.914402 + Penalty 5289.060547 = -6578390.853855
  nChanged 1579
		SP:Iteration 4Q (2003.860000 sec): 3 clusters
  Score: Raw -6584157.551412 + Penalty 5289.060547 = -6578868.490865
  nChanged 1565
		SP:Iteration 5Q (2004.030000 sec): 3 clusters
  Score: Raw -6584673.784492 + Penalty 5289.060547 = -6579384.723945
  nChanged 1566
		SP:Iteration 6Q (2004.210000 sec): 3 clusters
  Score: Raw -6585233.954647 + Penalty 5289.060547 = -6579944.894101
  nChanged 1607
		SP:Iteration 7Q (2004.390000 sec): 3 clusters
  Score: Raw -6585895.471531 + Penalty 5289.060547 = -6580606.410984
  nChanged 1714
		SP:Iteration 8Q (2004.560000 sec): 3 clusters
  Score: Raw -6586764.909896 + Penalty 5289.060547 = -6581475.849349
  nChanged 1908
		SP:Iteration 9Q (2004.740000 sec): 3 clusters
  Score: Raw -6587839.950793 + Penalty 5289.060547 = -6582550.890246
  nChanged 1998
		SP:Iteration 10Q (2004.920000 sec): 3 clusters
  Score: Raw -6589103.194131 + Penalty 5289.060547 = -6583814.133585
  nChanged 2060
		SP:Iteration 11Q (2005.090000 sec): 3 clusters
  Score: Raw -6590388.947115 + Penalty 5289.060547 = -6585099.886568
  nChanged 1933
		SP:Iteration 12Q (2005.270000 sec): 3 clusters
  Score: Raw -6591483.720005 + Penalty 5289.060547 = -6586194.659458
  nChanged 1717
		SP:Iteration 13Q (2005.440000 sec): 3 clusters
  Score: Raw -6592350.088838 + Penalty 5289.060547 = -6587061.028292
  nChanged 1462
		SP:Iteration 14Q (2005.610000 sec): 3 clusters
  Score: Raw -6593019.056397 + Penalty 5289.060547 = -6587729.995850
  nChanged 1303
		SP:Iteration 15Q (2005.780000 sec): 3 clusters
  Score: Raw -6593603.180668 + Penalty 5289.060547 = -6588314.120121
  nChanged 1266
		SP:Iteration 16Q (2005.940000 sec): 3 clusters
  Score: Raw -6594200.292825 + Penalty 5289.060547 = -6588911.232278
  nChanged 1224
		SP:Iteration 17Q (2006.100000 sec): 3 clusters
  Score: Raw -6594804.239951 + Penalty 5289.060547 = -6589515.179404
  nChanged 1211
		SP:Iteration 18Q (2006.260000 sec): 3 clusters
  Score: Raw -6595428.809880 + Penalty 5289.060547 = -6590139.749333
  nChanged 1137
		SP:Iteration 19Q (2006.420000 sec): 3 clusters
  Score: Raw -6596024.155592 + Penalty 5289.060547 = -6590735.095045
  nChanged 984
		SP:Iteration 20F (2006.590000 sec): 3 clusters
  Score: Raw -6596559.834855 + Penalty 5289.060547 = -6591270.774309
  nChanged 856
		SP:Iteration 21Q (2006.740000 sec): 3 clusters
  Score: Raw -6597044.746906 + Penalty 5289.060547 = -6591755.686359
  nChanged 758
		SP:Iteration 22Q (2006.880000 sec): 3 clusters
  Score: Raw -6597494.822111 + Penalty 5289.060547 = -6592205.761565
  nChanged 580
		SP:Iteration 23Q (2007.020000 sec): 3 clusters
  Score: Raw -6597855.935873 + Penalty 5289.060547 = -6592566.875326
  nChanged 446
		SP:Iteration 24Q (2007.160000 sec): 3 clusters
  Score: Raw -6598137.911724 + Penalty 5289.060547 = -6592848.851177
  nChanged 325
		SP:Iteration 25Q (2007.290000 sec): 3 clusters
  Score: Raw -6598335.725464 + Penalty 5289.060547 = -6593046.664918
  nChanged 240
		SP:Iteration 26Q (2007.420000 sec): 3 clusters
  Score: Raw -6598479.092879 + Penalty 5289.060547 = -6593190.032332
  nChanged 179
		SP:Iteration 27Q (2007.560000 sec): 3 clusters
  Score: Raw -6598584.925115 + Penalty 5289.060547 = -6593295.864568
  nChanged 135
		SP:Iteration 28Q (2007.690000 sec): 3 clusters
  Score: Raw -6598668.711340 + Penalty 5289.060547 = -6593379.650794
  nChanged 104
		SP:Iteration 29Q (2007.820000 sec): 3 clusters
  Score: Raw -6598736.604353 + Penalty 5289.060547 = -6593447.543806
  nChanged 90
		SP:Iteration 30Q (2007.940000 sec): 3 clusters
  Score: Raw -6598797.228736 + Penalty 5289.060547 = -6593508.168190
  nChanged 81
		SP:Iteration 31Q (2008.070000 sec): 3 clusters
  Score: Raw -6598854.059745 + Penalty 5289.060547 = -6593564.999199
  nChanged 62
		SP:Iteration 32Q (2008.200000 sec): 3 clusters
  Score: Raw -6598897.407892 + Penalty 5289.060547 = -6593608.347345
  nChanged 49
		SP:Iteration 33Q (2008.320000 sec): 3 clusters
  Score: Raw -6598940.769489 + Penalty 5289.060547 = -6593651.708943
  nChanged 50
		SP:Iteration 34Q (2008.450000 sec): 3 clusters
  Score: Raw -6598981.093324 + Penalty 5289.060547 = -6593692.032777
  nChanged 49
		SP:Iteration 35Q (2008.570000 sec): 3 clusters
  Score: Raw -6599024.383962 + Penalty 5289.060547 = -6593735.323415
  nChanged 40
		SP:Iteration 36Q (2008.700000 sec): 3 clusters
  Score: Raw -6599058.185340 + Penalty 5289.060547 = -6593769.124794
  nChanged 40
		SP:Iteration 37Q (2008.820000 sec): 3 clusters
  Score: Raw -6599094.347923 + Penalty 5289.060547 = -6593805.287376
  nChanged 47
		SP:Iteration 38Q (2008.940000 sec): 3 clusters
  Score: Raw -6599137.571489 + Penalty 5289.060547 = -6593848.510942
  nChanged 37
		SP:Iteration 39Q (2009.070000 sec): 3 clusters
  Score: Raw -6599170.357837 + Penalty 5289.060547 = -6593881.297290
  nChanged 30
		SP:Iteration 40F (2009.240000 sec): 3 clusters
  Score: Raw -6599221.137070 + Penalty 5289.060547 = -6593932.076523
  nChanged 39
		SP:Iteration 41Q (2009.360000 sec): 3 clusters
  Score: Raw -6599270.476647 + Penalty 5289.060547 = -6593981.416101
  nChanged 43
		SP:Iteration 42Q (2009.480000 sec): 3 clusters
  Score: Raw -6599321.410146 + Penalty 5289.060547 = -6594032.349599
  nChanged 49
		SP:Iteration 43Q (2009.600000 sec): 3 clusters
  Score: Raw -6599387.779736 + Penalty 5289.060547 = -6594098.719190
  nChanged 41
		SP:Iteration 44Q (2009.730000 sec): 3 clusters
  Score: Raw -6599441.201773 + Penalty 5289.060547 = -6594152.141226
  nChanged 30
		SP:Iteration 45Q (2009.850000 sec): 3 clusters
  Score: Raw -6599483.701686 + Penalty 5289.060547 = -6594194.641139
  nChanged 20
		SP:Iteration 46Q (2009.970000 sec): 3 clusters
  Score: Raw -6599512.056741 + Penalty 5289.060547 = -6594222.996194
  nChanged 25
		SP:Iteration 47Q (2010.090000 sec): 3 clusters
  Score: Raw -6599553.742429 + Penalty 5289.060547 = -6594264.681882
  nChanged 23
		SP:Iteration 48Q (2010.210000 sec): 3 clusters
  Score: Raw -6599582.420395 + Penalty 5289.060547 = -6594293.359848
  nChanged 14
		SP:Iteration 49Q (2010.340000 sec): 3 clusters
  Score: Raw -6599603.197650 + Penalty 5289.060547 = -6594314.137103
  nChanged 11
		SP:Iteration 50Q (2010.460000 sec): 3 clusters
  Score: Raw -6599623.568308 + Penalty 5289.060547 = -6594334.507761
  nChanged 5
		SP:Iteration 51Q (2010.580000 sec): 3 clusters
  Score: Raw -6599630.602803 + Penalty 5289.060547 = -6594341.542256
  nChanged 6
		SP:Iteration 52Q (2010.700000 sec): 3 clusters
  Score: Raw -6599636.834646 + Penalty 5289.060547 = -6594347.774099
  nChanged 3
		SP:Iteration 53Q (2010.820000 sec): 3 clusters
  Score: Raw -6599642.749869 + Penalty 5289.060547 = -6594353.689322
  nChanged 2
		SP:Iteration 54Q (2010.940000 sec): 3 clusters
  Score: Raw -6599645.149825 + Penalty 5289.060547 = -6594356.089278
  nChanged 1
		SP:Iteration 55Q (2011.060000 sec): 3 clusters
  Score: Raw -6599646.273200 + Penalty 5289.060547 = -6594357.212654
  nChanged 0
		SP:Iteration 56F (2011.220000 sec): 3 clusters
  Score: Raw -6599647.313885 + Penalty 5289.060547 = -6594358.253338
  nChanged 1
		SP:Iteration 57Q (2011.340000 sec): 3 clusters
  Score: Raw -6599647.953923 + Penalty 5289.060547 = -6594358.893376
  nChanged 0
		SP:Iteration 58F (2011.520000 sec): 3 clusters
  Score: Raw -6599647.953923 + Penalty 5289.060547 = -6594358.893376
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119965 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2011.940000 sec): 2 clusters
  Score: Raw -17483351.979701 + Penalty 2900.348918 = -17480451.630783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2012.430000 sec): 3 clusters
  Score: Raw -17406003.874056 + Penalty 5800.697835 = -17400203.176221
  nChanged 57081
		SP:Iteration 1F (2012.920000 sec): 3 clusters
  Score: Raw -17439752.677004 + Penalty 5800.697835 = -17433951.979169
  nChanged 5138
		SP:Iteration 2Q (2013.410000 sec): 3 clusters
  Score: Raw -17441643.703377 + Penalty 5800.697835 = -17435843.005542
  nChanged 6120
		SP:Iteration 3F (2013.900000 sec): 3 clusters
  Score: Raw -17444439.826962 + Penalty 5800.697835 = -17438639.129127
  nChanged 7106
		SP:Iteration 4F (2014.380000 sec): 3 clusters
  Score: Raw -17448321.318847 + Penalty 5800.697835 = -17442520.621012
  nChanged 7705
		SP:Iteration 5F (2014.860000 sec): 3 clusters
  Score: Raw -17452802.230789 + Penalty 5800.697835 = -17447001.532954
  nChanged 7565
		SP:Iteration 6F (2015.350000 sec): 3 clusters
  Score: Raw -17457365.547453 + Penalty 5800.697835 = -17451564.849618
  nChanged 6942
		SP:Iteration 7F (2015.840000 sec): 3 clusters
  Score: Raw -17461525.591094 + Penalty 5800.697835 = -17455724.893259
  nChanged 5975
		SP:Iteration 8Q (2016.330000 sec): 3 clusters
  Score: Raw -17465136.644304 + Penalty 5800.697835 = -17459335.946469
  nChanged 5185
		SP:Iteration 9Q (2016.810000 sec): 3 clusters
  Score: Raw -17468466.237553 + Penalty 5800.697835 = -17462665.539718
  nChanged 4505
		SP:Iteration 10Q (2017.300000 sec): 3 clusters
  Score: Raw -17471411.625271 + Penalty 5800.697835 = -17465610.927436
  nChanged 3841
		SP:Iteration 11Q (2017.760000 sec): 3 clusters
  Score: Raw -17474051.836169 + Penalty 5800.697835 = -17468251.138334
  nChanged 3256
		SP:Iteration 12Q (2018.210000 sec): 3 clusters
  Score: Raw -17476378.878276 + Penalty 5800.697835 = -17470578.180441
  nChanged 2569
		SP:Iteration 13Q (2018.640000 sec): 3 clusters
  Score: Raw -17478168.762328 + Penalty 5800.697835 = -17472368.064493
  nChanged 2072
		SP:Iteration 14Q (2019.050000 sec): 3 clusters
  Score: Raw -17479619.006711 + Penalty 5800.697835 = -17473818.308876
  nChanged 1656
		SP:Iteration 15Q (2019.440000 sec): 3 clusters
  Score: Raw -17480770.628086 + Penalty 5800.697835 = -17474969.930251
  nChanged 1302
		SP:Iteration 16Q (2019.820000 sec): 3 clusters
  Score: Raw -17481636.220921 + Penalty 5800.697835 = -17475835.523086
  nChanged 900
		SP:Iteration 17Q (2020.190000 sec): 3 clusters
  Score: Raw -17482226.577703 + Penalty 5800.697835 = -17476425.879868
  nChanged 704
		SP:Iteration 18Q (2020.550000 sec): 3 clusters
  Score: Raw -17482703.025290 + Penalty 5800.697835 = -17476902.327455
  nChanged 463
		SP:Iteration 19Q (2020.910000 sec): 3 clusters
  Score: Raw -17483003.985491 + Penalty 5800.697835 = -17477203.287656
  nChanged 329
		SP:Iteration 20F (2021.390000 sec): 3 clusters
  Score: Raw -17483224.493698 + Penalty 5800.697835 = -17477423.795863
  nChanged 237
		SP:Iteration 21Q (2021.740000 sec): 3 clusters
  Score: Raw -17483361.673579 + Penalty 5800.697835 = -17477560.975744
  nChanged 175
		SP:Iteration 22Q (2022.090000 sec): 3 clusters
  Score: Raw -17483462.246049 + Penalty 5800.697835 = -17477661.548214
  nChanged 134
		SP:Iteration 23Q (2022.430000 sec): 3 clusters
  Score: Raw -17483528.041345 + Penalty 5800.697835 = -17477727.343510
  nChanged 92
		SP:Iteration 24Q (2022.780000 sec): 3 clusters
  Score: Raw -17483570.008544 + Penalty 5800.697835 = -17477769.310709
  nChanged 67
		SP:Iteration 25Q (2023.130000 sec): 3 clusters
  Score: Raw -17483600.363486 + Penalty 5800.697835 = -17477799.665651
  nChanged 43
		SP:Iteration 26Q (2023.470000 sec): 3 clusters
  Score: Raw -17483619.456392 + Penalty 5800.697835 = -17477818.758557
  nChanged 38
		SP:Iteration 27Q (2023.820000 sec): 3 clusters
  Score: Raw -17483635.244602 + Penalty 5800.697835 = -17477834.546767
  nChanged 31
		SP:Iteration 28Q (2024.170000 sec): 3 clusters
  Score: Raw -17483648.166992 + Penalty 5800.697835 = -17477847.469157
  nChanged 20
		SP:Iteration 29Q (2024.510000 sec): 3 clusters
  Score: Raw -17483655.650796 + Penalty 5800.697835 = -17477854.952961
  nChanged 24
		SP:Iteration 30Q (2024.850000 sec): 3 clusters
  Score: Raw -17483665.094208 + Penalty 5800.697835 = -17477864.396373
  nChanged 18
		SP:Iteration 31Q (2025.200000 sec): 3 clusters
  Score: Raw -17483671.743267 + Penalty 5800.697835 = -17477871.045432
  nChanged 16
		SP:Iteration 32Q (2025.540000 sec): 3 clusters
  Score: Raw -17483679.097813 + Penalty 5800.697835 = -17477878.399978
  nChanged 19
		SP:Iteration 33Q (2025.890000 sec): 3 clusters
  Score: Raw -17483687.352037 + Penalty 5800.697835 = -17477886.654202
  nChanged 23
		SP:Iteration 34Q (2026.230000 sec): 3 clusters
  Score: Raw -17483698.331721 + Penalty 5800.697835 = -17477897.633886
  nChanged 23
		SP:Iteration 35Q (2026.570000 sec): 3 clusters
  Score: Raw -17483709.070185 + Penalty 5800.697835 = -17477908.372350
  nChanged 26
		SP:Iteration 36Q (2026.910000 sec): 3 clusters
  Score: Raw -17483721.483228 + Penalty 5800.697835 = -17477920.785393
  nChanged 21
		SP:Iteration 37Q (2027.250000 sec): 3 clusters
  Score: Raw -17483731.065161 + Penalty 5800.697835 = -17477930.367326
  nChanged 16
		SP:Iteration 38Q (2027.600000 sec): 3 clusters
  Score: Raw -17483737.627480 + Penalty 5800.697835 = -17477936.929645
  nChanged 10
		SP:Iteration 39Q (2027.940000 sec): 3 clusters
  Score: Raw -17483741.805756 + Penalty 5800.697835 = -17477941.107921
  nChanged 12
		SP:Iteration 40F (2028.420000 sec): 3 clusters
  Score: Raw -17483747.755574 + Penalty 5800.697835 = -17477947.057739
  nChanged 7
		SP:Iteration 41Q (2028.760000 sec): 3 clusters
  Score: Raw -17483751.318942 + Penalty 5800.697835 = -17477950.621107
  nChanged 6
		SP:Iteration 42Q (2029.110000 sec): 3 clusters
  Score: Raw -17483753.445247 + Penalty 5800.697835 = -17477952.747412
  nChanged 5
		SP:Iteration 43Q (2029.450000 sec): 3 clusters
  Score: Raw -17483755.558888 + Penalty 5800.697835 = -17477954.861053
  nChanged 5
		SP:Iteration 44Q (2029.790000 sec): 3 clusters
  Score: Raw -17483757.752075 + Penalty 5800.697835 = -17477957.054240
  nChanged 3
		SP:Iteration 45Q (2030.140000 sec): 3 clusters
  Score: Raw -17483759.729115 + Penalty 5800.697835 = -17477959.031280
  nChanged 3
		SP:Iteration 46Q (2030.480000 sec): 3 clusters
  Score: Raw -17483760.577013 + Penalty 5800.697835 = -17477959.879178
  nChanged 0
		SP:Iteration 47F (2030.960000 sec): 3 clusters
  Score: Raw -17483760.577013 + Penalty 5800.697835 = -17477959.879178
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11717 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2031.040000 sec): 2 clusters
  Score: Raw -1787233.162472 + Penalty 2323.461422 = -1784909.701049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2031.090000 sec): 3 clusters
  Score: Raw -1780792.892654 + Penalty 4646.922845 = -1776145.969810
  nChanged 4910
		SP:Iteration 1F (2031.130000 sec): 3 clusters
  Score: Raw -1783313.337256 + Penalty 4646.922845 = -1778666.414411
  nChanged 736
		SP:Iteration 2F (2031.180000 sec): 3 clusters
  Score: Raw -1783608.925093 + Penalty 4646.922845 = -1778962.002249
  nChanged 539
		SP:Iteration 3Q (2031.230000 sec): 3 clusters
  Score: Raw -1783822.956275 + Penalty 4646.922845 = -1779176.033431
  nChanged 476
		SP:Iteration 4Q (2031.270000 sec): 3 clusters
  Score: Raw -1783988.298296 + Penalty 4646.922845 = -1779341.375452
  nChanged 348
		SP:Iteration 5Q (2031.320000 sec): 3 clusters
  Score: Raw -1784107.756905 + Penalty 4646.922845 = -1779460.834060
  nChanged 330
		SP:Iteration 6Q (2031.360000 sec): 3 clusters
  Score: Raw -1784218.355761 + Penalty 4646.922845 = -1779571.432916
  nChanged 284
		SP:Iteration 7Q (2031.410000 sec): 3 clusters
  Score: Raw -1784322.962813 + Penalty 4646.922845 = -1779676.039968
  nChanged 301
		SP:Iteration 8Q (2031.460000 sec): 3 clusters
  Score: Raw -1784447.676748 + Penalty 4646.922845 = -1779800.753904
  nChanged 306
		SP:Iteration 9Q (2031.500000 sec): 3 clusters
  Score: Raw -1784580.505902 + Penalty 4646.922845 = -1779933.583058
  nChanged 329
		SP:Iteration 10Q (2031.550000 sec): 3 clusters
  Score: Raw -1784728.233290 + Penalty 4646.922845 = -1780081.310446
  nChanged 353
		SP:Iteration 11Q (2031.600000 sec): 3 clusters
  Score: Raw -1784889.587397 + Penalty 4646.922845 = -1780242.664553
  nChanged 370
		SP:Iteration 12Q (2031.640000 sec): 3 clusters
  Score: Raw -1785062.424630 + Penalty 4646.922845 = -1780415.501785
  nChanged 395
		SP:Iteration 13Q (2031.690000 sec): 3 clusters
  Score: Raw -1785276.671115 + Penalty 4646.922845 = -1780629.748271
  nChanged 424
		SP:Iteration 14Q (2031.740000 sec): 3 clusters
  Score: Raw -1785536.103027 + Penalty 4646.922845 = -1780889.180182
  nChanged 455
		SP:Iteration 15Q (2031.780000 sec): 3 clusters
  Score: Raw -1785818.061134 + Penalty 4646.922845 = -1781171.138290
  nChanged 408
		SP:Iteration 16Q (2031.830000 sec): 3 clusters
  Score: Raw -1786095.940801 + Penalty 4646.922845 = -1781449.017957
  nChanged 405
		SP:Iteration 17Q (2031.870000 sec): 3 clusters
  Score: Raw -1786376.274416 + Penalty 4646.922845 = -1781729.351571
  nChanged 355
		SP:Iteration 18Q (2031.910000 sec): 3 clusters
  Score: Raw -1786641.548204 + Penalty 4646.922845 = -1781994.625360
  nChanged 325
		SP:Iteration 19Q (2031.960000 sec): 3 clusters
  Score: Raw -1786883.917799 + Penalty 4646.922845 = -1782236.994955
  nChanged 227
		SP:Iteration 20F (2032.000000 sec): 3 clusters
  Score: Raw -1787055.049647 + Penalty 4646.922845 = -1782408.126802
  nChanged 173
		SP:Iteration 21Q (2032.040000 sec): 3 clusters
  Score: Raw -1787187.723454 + Penalty 4646.922845 = -1782540.800610
  nChanged 114
		SP:Iteration 22Q (2032.080000 sec): 3 clusters
  Score: Raw -1787277.755265 + Penalty 4646.922845 = -1782630.832420
  nChanged 80
		SP:Iteration 23Q (2032.120000 sec): 3 clusters
  Score: Raw -1787340.416124 + Penalty 4646.922845 = -1782693.493279
  nChanged 58
		SP:Iteration 24Q (2032.160000 sec): 3 clusters
  Score: Raw -1787389.387781 + Penalty 4646.922845 = -1782742.464936
  nChanged 39
		SP:Iteration 25Q (2032.190000 sec): 3 clusters
  Score: Raw -1787419.812025 + Penalty 4646.922845 = -1782772.889181
  nChanged 24
		SP:Iteration 26Q (2032.230000 sec): 3 clusters
  Score: Raw -1787446.589230 + Penalty 4646.922845 = -1782799.666385
  nChanged 28
		SP:Iteration 27Q (2032.260000 sec): 3 clusters
  Score: Raw -1787476.882449 + Penalty 4646.922845 = -1782829.959605
  nChanged 13
		SP:Iteration 28Q (2032.300000 sec): 3 clusters
  Score: Raw -1787490.502570 + Penalty 4646.922845 = -1782843.579725
  nChanged 8
		SP:Iteration 29Q (2032.340000 sec): 3 clusters
  Score: Raw -1787497.718937 + Penalty 4646.922845 = -1782850.796092
  nChanged 8
		SP:Iteration 30Q (2032.370000 sec): 3 clusters
  Score: Raw -1787503.827225 + Penalty 4646.922845 = -1782856.904380
  nChanged 3
		SP:Iteration 31Q (2032.410000 sec): 3 clusters
  Score: Raw -1787506.148396 + Penalty 4646.922845 = -1782859.225551
  nChanged 3
		SP:Iteration 32Q (2032.440000 sec): 3 clusters
  Score: Raw -1787508.726134 + Penalty 4646.922845 = -1782861.803290
  nChanged 1
		SP:Iteration 33Q (2032.480000 sec): 3 clusters
  Score: Raw -1787510.088247 + Penalty 4646.922845 = -1782863.165402
  nChanged 2
		SP:Iteration 34Q (2032.510000 sec): 3 clusters
  Score: Raw -1787512.595610 + Penalty 4646.922845 = -1782865.672766
  nChanged 4
		SP:Iteration 35Q (2032.550000 sec): 3 clusters
  Score: Raw -1787515.844406 + Penalty 4646.922845 = -1782868.921562
  nChanged 1
		SP:Iteration 36Q (2032.580000 sec): 3 clusters
  Score: Raw -1787516.977445 + Penalty 4646.922845 = -1782870.054601
  nChanged 2
		SP:Iteration 37Q (2032.620000 sec): 3 clusters
  Score: Raw -1787519.103401 + Penalty 4646.922845 = -1782872.180557
  nChanged 1
		SP:Iteration 38Q (2032.650000 sec): 3 clusters
  Score: Raw -1787519.875302 + Penalty 4646.922845 = -1782872.952458
  nChanged 2
		SP:Iteration 39Q (2032.690000 sec): 3 clusters
  Score: Raw -1787523.079336 + Penalty 4646.922845 = -1782876.156491
  nChanged 3
		SP:Iteration 40F (2032.740000 sec): 3 clusters
  Score: Raw -1787525.248921 + Penalty 4646.922845 = -1782878.326076
  nChanged 1
		SP:Iteration 41Q (2032.770000 sec): 3 clusters
  Score: Raw -1787526.322186 + Penalty 4646.922845 = -1782879.399341
  nChanged 1
		SP:Iteration 42Q (2032.810000 sec): 3 clusters
  Score: Raw -1787526.765907 + Penalty 4646.922845 = -1782879.843062
  nChanged 0
		SP:Iteration 43F (2032.860000 sec): 3 clusters
  Score: Raw -1787526.765907 + Penalty 4646.922845 = -1782879.843062
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (3729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2032.880000 sec): 2 clusters
  Score: Raw -531615.056039 + Penalty 2039.526054 = -529575.529984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2032.900000 sec): 3 clusters
  Score: Raw -529941.489615 + Penalty 4079.052109 = -525862.437506
  nChanged 1328
		SP:Iteration 1F (2032.910000 sec): 3 clusters
  Score: Raw -530687.548154 + Penalty 4079.052109 = -526608.496046
  nChanged 285
		SP:Iteration 2F (2032.930000 sec): 3 clusters
  Score: Raw -530884.158635 + Penalty 4079.052109 = -526805.106526
  nChanged 207
		SP:Iteration 3F (2032.940000 sec): 3 clusters
  Score: Raw -531027.564536 + Penalty 4079.052109 = -526948.512427
  nChanged 152
		SP:Iteration 4Q (2032.960000 sec): 3 clusters
  Score: Raw -531120.543048 + Penalty 4079.052109 = -527041.490940
  nChanged 106
		SP:Iteration 5Q (2032.970000 sec): 3 clusters
  Score: Raw -531190.619971 + Penalty 4079.052109 = -527111.567862
  nChanged 87
		SP:Iteration 6Q (2032.990000 sec): 3 clusters
  Score: Raw -531244.652871 + Penalty 4079.052109 = -527165.600763
  nChanged 91
		SP:Iteration 7Q (2033.000000 sec): 3 clusters
  Score: Raw -531297.944624 + Penalty 4079.052109 = -527218.892515
  nChanged 87
		SP:Iteration 8Q (2033.020000 sec): 3 clusters
  Score: Raw -531355.880868 + Penalty 4079.052109 = -527276.828759
  nChanged 73
		SP:Iteration 9Q (2033.030000 sec): 3 clusters
  Score: Raw -531398.857992 + Penalty 4079.052109 = -527319.805884
  nChanged 65
		SP:Iteration 10Q (2033.050000 sec): 3 clusters
  Score: Raw -531440.377942 + Penalty 4079.052109 = -527361.325833
  nChanged 74
		SP:Iteration 11Q (2033.060000 sec): 3 clusters
  Score: Raw -531493.614400 + Penalty 4079.052109 = -527414.562292
  nChanged 81
		SP:Iteration 12Q (2033.080000 sec): 3 clusters
  Score: Raw -531550.708526 + Penalty 4079.052109 = -527471.656417
  nChanged 69
		SP:Iteration 13Q (2033.090000 sec): 3 clusters
  Score: Raw -531605.011141 + Penalty 4079.052109 = -527525.959032
  nChanged 73
		SP:Iteration 14Q (2033.100000 sec): 3 clusters
  Score: Raw -531657.398148 + Penalty 4079.052109 = -527578.346040
  nChanged 71
		SP:Iteration 15Q (2033.120000 sec): 3 clusters
  Score: Raw -531717.739116 + Penalty 4079.052109 = -527638.687008
  nChanged 74
		SP:Iteration 16Q (2033.140000 sec): 3 clusters
  Score: Raw -531774.979183 + Penalty 4079.052109 = -527695.927074
  nChanged 81
		SP:Iteration 17Q (2033.140000 sec): 3 clusters
  Score: Raw -531837.210845 + Penalty 4079.052109 = -527758.158736
  nChanged 72
		SP:Iteration 18Q (2033.160000 sec): 3 clusters
  Score: Raw -531894.972907 + Penalty 4079.052109 = -527815.920798
  nChanged 56
		SP:Iteration 19Q (2033.170000 sec): 3 clusters
  Score: Raw -531938.971837 + Penalty 4079.052109 = -527859.919728
  nChanged 52
		SP:Iteration 20F (2033.190000 sec): 3 clusters
  Score: Raw -531977.100563 + Penalty 4079.052109 = -527898.048454
  nChanged 49
		SP:Iteration 21Q (2033.200000 sec): 3 clusters
  Score: Raw -532017.213555 + Penalty 4079.052109 = -527938.161447
  nChanged 45
		SP:Iteration 22Q (2033.220000 sec): 3 clusters
  Score: Raw -532050.207209 + Penalty 4079.052109 = -527971.155101
  nChanged 41
		SP:Iteration 23Q (2033.230000 sec): 3 clusters
  Score: Raw -532081.946331 + Penalty 4079.052109 = -528002.894223
  nChanged 36
		SP:Iteration 24Q (2033.240000 sec): 3 clusters
  Score: Raw -532104.771054 + Penalty 4079.052109 = -528025.718945
  nChanged 28
		SP:Iteration 25Q (2033.260000 sec): 3 clusters
  Score: Raw -532122.332898 + Penalty 4079.052109 = -528043.280790
  nChanged 24
		SP:Iteration 26Q (2033.270000 sec): 3 clusters
  Score: Raw -532138.399190 + Penalty 4079.052109 = -528059.347081
  nChanged 26
		SP:Iteration 27Q (2033.280000 sec): 3 clusters
  Score: Raw -532154.656092 + Penalty 4079.052109 = -528075.603983
  nChanged 22
		SP:Iteration 28Q (2033.300000 sec): 3 clusters
  Score: Raw -532169.642623 + Penalty 4079.052109 = -528090.590515
  nChanged 26
		SP:Iteration 29Q (2033.310000 sec): 3 clusters
  Score: Raw -532184.058925 + Penalty 4079.052109 = -528105.006816
  nChanged 12
		SP:Iteration 30Q (2033.320000 sec): 3 clusters
  Score: Raw -532190.663738 + Penalty 4079.052109 = -528111.611630
  nChanged 7
		SP:Iteration 31Q (2033.340000 sec): 3 clusters
  Score: Raw -532195.212577 + Penalty 4079.052109 = -528116.160468
  nChanged 8
		SP:Iteration 32Q (2033.350000 sec): 3 clusters
  Score: Raw -532199.957621 + Penalty 4079.052109 = -528120.905512
  nChanged 10
		SP:Iteration 33Q (2033.360000 sec): 3 clusters
  Score: Raw -532204.639894 + Penalty 4079.052109 = -528125.587785
  nChanged 6
		SP:Iteration 34Q (2033.380000 sec): 3 clusters
  Score: Raw -532207.107071 + Penalty 4079.052109 = -528128.054962
  nChanged 4
		SP:Iteration 35Q (2033.390000 sec): 3 clusters
  Score: Raw -532209.233718 + Penalty 4079.052109 = -528130.181609
  nChanged 4
		SP:Iteration 36Q (2033.400000 sec): 3 clusters
  Score: Raw -532211.630980 + Penalty 4079.052109 = -528132.578872
  nChanged 5
		SP:Iteration 37Q (2033.420000 sec): 3 clusters
  Score: Raw -532213.342846 + Penalty 4079.052109 = -528134.290737
  nChanged 4
		SP:Iteration 38Q (2033.430000 sec): 3 clusters
  Score: Raw -532215.055661 + Penalty 4079.052109 = -528136.003553
  nChanged 1
		SP:Iteration 39Q (2033.440000 sec): 3 clusters
  Score: Raw -532215.377676 + Penalty 4079.052109 = -528136.325567
  nChanged 0
		SP:Iteration 40F (2033.460000 sec): 3 clusters
  Score: Raw -532215.377676 + Penalty 4079.052109 = -528136.325567
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2033.460000 sec): 2 clusters
  Score: Raw -27600.991144 + Penalty 1356.078915 = -26244.912229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2033.460000 sec): 3 clusters
  Score: Raw -27828.194463 + Penalty 2712.157830 = -25116.036633
  nChanged 33
		SP:Iteration 1F (2033.460000 sec): 3 clusters
  Score: Raw -28061.005293 + Penalty 2712.157830 = -25348.847463
  nChanged 12
		SP:Iteration 2F (2033.460000 sec): 3 clusters
  Score: Raw -28198.372559 + Penalty 2712.157830 = -25486.214729
  nChanged 6
		SP:Iteration 3Q (2033.460000 sec): 3 clusters
  Score: Raw -28229.794493 + Penalty 2712.157830 = -25517.636663
  nChanged 3
		SP:Iteration 4Q (2033.460000 sec): 3 clusters
  Score: Raw -28244.614945 + Penalty 2712.157830 = -25532.457115
  nChanged 3
		SP:Iteration 5Q (2033.470000 sec): 3 clusters
  Score: Raw -28257.834662 + Penalty 2712.157830 = -25545.676832
  nChanged 3
		SP:Iteration 6Q (2033.470000 sec): 3 clusters
  Score: Raw -28271.670912 + Penalty 2712.157830 = -25559.513082
  nChanged 3
		SP:Iteration 7Q (2033.470000 sec): 3 clusters
  Score: Raw -28289.498503 + Penalty 2712.157830 = -25577.340673
  nChanged 3
		SP:Iteration 8Q (2033.470000 sec): 3 clusters
  Score: Raw -28303.753013 + Penalty 2712.157830 = -25591.595183
  nChanged 3
		SP:Iteration 9Q (2033.470000 sec): 3 clusters
  Score: Raw -28329.206151 + Penalty 2712.157830 = -25617.048321
  nChanged 2
		SP:Iteration 10Q (2033.470000 sec): 3 clusters
  Score: Raw -28363.013365 + Penalty 2712.157830 = -25650.855535
  nChanged 1
		SP:Iteration 11Q (2033.470000 sec): 3 clusters
  Score: Raw -28371.539522 + Penalty 2712.157830 = -25659.381692
  nChanged 1
		SP:Iteration 12Q (2033.470000 sec): 3 clusters
  Score: Raw -28381.631143 + Penalty 2712.157830 = -25669.473313
  nChanged 0
		SP:Iteration 13F (2033.470000 sec): 3 clusters
  Score: Raw -28381.631143 + Penalty 2712.157830 = -25669.473313
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (31003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2033.590000 sec): 2 clusters
  Score: Raw -4525680.722365 + Penalty 2564.776135 = -4523115.946230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2033.720000 sec): 3 clusters
  Score: Raw -4507083.215395 + Penalty 5129.552269 = -4501953.663125
  nChanged 13972
		SP:Iteration 1F (2033.840000 sec): 3 clusters
  Score: Raw -4514736.128205 + Penalty 5129.552269 = -4509606.575936
  nChanged 1605
		SP:Iteration 2F (2033.960000 sec): 3 clusters
  Score: Raw -4515526.158520 + Penalty 5129.552269 = -4510396.606251
  nChanged 1842
		SP:Iteration 3F (2034.090000 sec): 3 clusters
  Score: Raw -4516573.898890 + Penalty 5129.552269 = -4511444.346621
  nChanged 2057
		SP:Iteration 4F (2034.220000 sec): 3 clusters
  Score: Raw -4517900.036826 + Penalty 5129.552269 = -4512770.484557
  nChanged 2347
		SP:Iteration 5F (2034.340000 sec): 3 clusters
  Score: Raw -4519554.105221 + Penalty 5129.552269 = -4514424.552951
  nChanged 2391
		SP:Iteration 6F (2034.460000 sec): 3 clusters
  Score: Raw -4521311.030166 + Penalty 5129.552269 = -4516181.477896
  nChanged 2087
		SP:Iteration 7F (2034.590000 sec): 3 clusters
  Score: Raw -4522781.221686 + Penalty 5129.552269 = -4517651.669416
  nChanged 1552
		SP:Iteration 8F (2034.710000 sec): 3 clusters
  Score: Raw -4523832.467613 + Penalty 5129.552269 = -4518702.915343
  nChanged 1015
		SP:Iteration 9Q (2034.840000 sec): 3 clusters
  Score: Raw -4524518.763114 + Penalty 5129.552269 = -4519389.210844
  nChanged 643
		SP:Iteration 10Q (2034.960000 sec): 3 clusters
  Score: Raw -4525069.444111 + Penalty 5129.552269 = -4519939.891842
  nChanged 464
		SP:Iteration 11Q (2035.080000 sec): 3 clusters
  Score: Raw -4525966.430853 + Penalty 5129.552269 = -4520836.878584
  nChanged 296
		SP:Iteration 12Q (2035.200000 sec): 3 clusters
  Score: Raw -4526431.084680 + Penalty 5129.552269 = -4521301.532410
  nChanged 236
		SP:Iteration 13Q (2035.300000 sec): 3 clusters
  Score: Raw -4526520.447202 + Penalty 5129.552269 = -4521390.894933
  nChanged 158
		SP:Iteration 14Q (2035.400000 sec): 3 clusters
  Score: Raw -4526569.523787 + Penalty 5129.552269 = -4521439.971517
  nChanged 130
		SP:Iteration 15Q (2035.500000 sec): 3 clusters
  Score: Raw -4526605.157928 + Penalty 5129.552269 = -4521475.605659
  nChanged 121
		SP:Iteration 16Q (2035.600000 sec): 3 clusters
  Score: Raw -4526637.698323 + Penalty 5129.552269 = -4521508.146054
  nChanged 85
		SP:Iteration 17Q (2035.700000 sec): 3 clusters
  Score: Raw -4526657.941612 + Penalty 5129.552269 = -4521528.389342
  nChanged 69
		SP:Iteration 18Q (2035.800000 sec): 3 clusters
  Score: Raw -4526674.079400 + Penalty 5129.552269 = -4521544.527131
  nChanged 69
		SP:Iteration 19Q (2035.900000 sec): 3 clusters
  Score: Raw -4526689.178578 + Penalty 5129.552269 = -4521559.626309
  nChanged 56
		SP:Iteration 20F (2036.020000 sec): 3 clusters
  Score: Raw -4526702.121446 + Penalty 5129.552269 = -4521572.569176
  nChanged 55
		SP:Iteration 21Q (2036.120000 sec): 3 clusters
  Score: Raw -4526714.089609 + Penalty 5129.552269 = -4521584.537339
  nChanged 43
		SP:Iteration 22Q (2036.210000 sec): 3 clusters
  Score: Raw -4526723.839125 + Penalty 5129.552269 = -4521594.286856
  nChanged 44
		SP:Iteration 23Q (2036.300000 sec): 3 clusters
  Score: Raw -4526732.253787 + Penalty 5129.552269 = -4521602.701517
  nChanged 38
		SP:Iteration 24Q (2036.390000 sec): 3 clusters
  Score: Raw -4526740.748940 + Penalty 5129.552269 = -4521611.196670
  nChanged 35
		SP:Iteration 25Q (2036.480000 sec): 3 clusters
  Score: Raw -4526749.209878 + Penalty 5129.552269 = -4521619.657609
  nChanged 29
		SP:Iteration 26Q (2036.570000 sec): 3 clusters
  Score: Raw -4526755.051510 + Penalty 5129.552269 = -4521625.499241
  nChanged 27
		SP:Iteration 27Q (2036.670000 sec): 3 clusters
  Score: Raw -4526759.756813 + Penalty 5129.552269 = -4521630.204544
  nChanged 23
		SP:Iteration 28Q (2036.760000 sec): 3 clusters
  Score: Raw -4526763.944572 + Penalty 5129.552269 = -4521634.392302
  nChanged 15
		SP:Iteration 29Q (2036.850000 sec): 3 clusters
  Score: Raw -4526767.525212 + Penalty 5129.552269 = -4521637.972943
  nChanged 20
		SP:Iteration 30Q (2036.940000 sec): 3 clusters
  Score: Raw -4526771.593804 + Penalty 5129.552269 = -4521642.041535
  nChanged 19
		SP:Iteration 31Q (2037.030000 sec): 3 clusters
  Score: Raw -4526775.312422 + Penalty 5129.552269 = -4521645.760153
  nChanged 20
		SP:Iteration 32Q (2037.120000 sec): 3 clusters
  Score: Raw -4526778.730215 + Penalty 5129.552269 = -4521649.177945
  nChanged 21
		SP:Iteration 33Q (2037.210000 sec): 3 clusters
  Score: Raw -4526782.613912 + Penalty 5129.552269 = -4521653.061643
  nChanged 19
		SP:Iteration 34Q (2037.300000 sec): 3 clusters
  Score: Raw -4526785.617448 + Penalty 5129.552269 = -4521656.065179
  nChanged 26
		SP:Iteration 35Q (2037.400000 sec): 3 clusters
  Score: Raw -4526790.226828 + Penalty 5129.552269 = -4521660.674559
  nChanged 14
		SP:Iteration 36Q (2037.480000 sec): 3 clusters
  Score: Raw -4526792.936681 + Penalty 5129.552269 = -4521663.384412
  nChanged 14
		SP:Iteration 37Q (2037.570000 sec): 3 clusters
  Score: Raw -4526794.915945 + Penalty 5129.552269 = -4521665.363676
  nChanged 12
		SP:Iteration 38Q (2037.660000 sec): 3 clusters
  Score: Raw -4526796.665577 + Penalty 5129.552269 = -4521667.113307
  nChanged 13
		SP:Iteration 39Q (2037.760000 sec): 3 clusters
  Score: Raw -4526798.850799 + Penalty 5129.552269 = -4521669.298530
  nChanged 14
		SP:Iteration 40F (2037.870000 sec): 3 clusters
  Score: Raw -4526800.621316 + Penalty 5129.552269 = -4521671.069046
  nChanged 11
		SP:Iteration 41Q (2037.960000 sec): 3 clusters
  Score: Raw -4526802.323152 + Penalty 5129.552269 = -4521672.770882
  nChanged 13
		SP:Iteration 42Q (2038.050000 sec): 3 clusters
  Score: Raw -4526804.579139 + Penalty 5129.552269 = -4521675.026870
  nChanged 10
		SP:Iteration 43Q (2038.140000 sec): 3 clusters
  Score: Raw -4526806.199727 + Penalty 5129.552269 = -4521676.647458
  nChanged 10
		SP:Iteration 44Q (2038.230000 sec): 3 clusters
  Score: Raw -4526807.701137 + Penalty 5129.552269 = -4521678.148867
  nChanged 7
		SP:Iteration 45Q (2038.320000 sec): 3 clusters
  Score: Raw -4526809.100222 + Penalty 5129.552269 = -4521679.547952
  nChanged 7
		SP:Iteration 46Q (2038.410000 sec): 3 clusters
  Score: Raw -4526810.043467 + Penalty 5129.552269 = -4521680.491198
  nChanged 4
		SP:Iteration 47Q (2038.500000 sec): 3 clusters
  Score: Raw -4526810.895837 + Penalty 5129.552269 = -4521681.343568
  nChanged 7
		SP:Iteration 48Q (2038.590000 sec): 3 clusters
  Score: Raw -4526811.717204 + Penalty 5129.552269 = -4521682.164935
  nChanged 5
		SP:Iteration 49Q (2038.680000 sec): 3 clusters
  Score: Raw -4526812.439194 + Penalty 5129.552269 = -4521682.886925
  nChanged 4
		SP:Iteration 50Q (2038.770000 sec): 3 clusters
  Score: Raw -4526813.064744 + Penalty 5129.552269 = -4521683.512475
  nChanged 3
		SP:Iteration 51Q (2038.860000 sec): 3 clusters
  Score: Raw -4526813.511493 + Penalty 5129.552269 = -4521683.959224
  nChanged 3
		SP:Iteration 52Q (2038.960000 sec): 3 clusters
  Score: Raw -4526813.877301 + Penalty 5129.552269 = -4521684.325032
  nChanged 2
		SP:Iteration 53Q (2039.040000 sec): 3 clusters
  Score: Raw -4526814.108933 + Penalty 5129.552269 = -4521684.556664
  nChanged 3
		SP:Iteration 54Q (2039.140000 sec): 3 clusters
  Score: Raw -4526814.546440 + Penalty 5129.552269 = -4521684.994170
  nChanged 1
		SP:Iteration 55Q (2039.220000 sec): 3 clusters
  Score: Raw -4526814.656603 + Penalty 5129.552269 = -4521685.104334
  nChanged 1
		SP:Iteration 56Q (2039.320000 sec): 3 clusters
  Score: Raw -4526814.753747 + Penalty 5129.552269 = -4521685.201478
  nChanged 3
		SP:Iteration 57Q (2039.400000 sec): 3 clusters
  Score: Raw -4526815.495363 + Penalty 5129.552269 = -4521685.943093
  nChanged 5
		SP:Iteration 58Q (2039.500000 sec): 3 clusters
  Score: Raw -4526816.340051 + Penalty 5129.552269 = -4521686.787782
  nChanged 3
		SP:Iteration 59Q (2039.580000 sec): 3 clusters
  Score: Raw -4526816.829712 + Penalty 5129.552269 = -4521687.277442
  nChanged 1
		SP:Iteration 60F (2039.700000 sec): 3 clusters
  Score: Raw -4526817.014672 + Penalty 5129.552269 = -4521687.462402
  nChanged 2
		SP:Iteration 61Q (2039.790000 sec): 3 clusters
  Score: Raw -4526817.199387 + Penalty 5129.552269 = -4521687.647118
  nChanged 1
		SP:Iteration 62Q (2039.880000 sec): 3 clusters
  Score: Raw -4526817.339111 + Penalty 5129.552269 = -4521687.786842
  nChanged 1
		SP:Iteration 63Q (2039.970000 sec): 3 clusters
  Score: Raw -4526817.438411 + Penalty 5129.552269 = -4521687.886141
  nChanged 0
		SP:Iteration 64F (2040.080000 sec): 3 clusters
  Score: Raw -4526817.438411 + Penalty 5129.552269 = -4521687.886141
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.100000 sec): 2 clusters
  Score: Raw -59140.792012 + Penalty 1506.115044 = -57634.676968
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.100000 sec): 3 clusters
  Score: Raw -59245.037255 + Penalty 3012.230089 = -56232.807166
  nChanged 80
		SP:Iteration 1F (2040.100000 sec): 3 clusters
  Score: Raw -59479.035120 + Penalty 3012.230089 = -56466.805031
  nChanged 35
		SP:Iteration 2F (2040.110000 sec): 3 clusters
  Score: Raw -59634.040719 + Penalty 3012.230089 = -56621.810631
  nChanged 21
		SP:Iteration 3Q (2040.110000 sec): 3 clusters
  Score: Raw -59764.770914 + Penalty 3012.230089 = -56752.540825
  nChanged 14
		SP:Iteration 4Q (2040.110000 sec): 3 clusters
  Score: Raw -59836.393948 + Penalty 3012.230089 = -56824.163859
  nChanged 14
		SP:Iteration 5Q (2040.110000 sec): 3 clusters
  Score: Raw -59906.657090 + Penalty 3012.230089 = -56894.427001
  nChanged 8
		SP:Iteration 6Q (2040.110000 sec): 3 clusters
  Score: Raw -59951.336199 + Penalty 3012.230089 = -56939.106110
  nChanged 6
		SP:Iteration 7Q (2040.110000 sec): 3 clusters
  Score: Raw -59972.270554 + Penalty 3012.230089 = -56960.040465
  nChanged 9
		SP:Iteration 8Q (2040.120000 sec): 3 clusters
  Score: Raw -60007.646881 + Penalty 3012.230089 = -56995.416792
  nChanged 11
		SP:Iteration 9Q (2040.120000 sec): 3 clusters
  Score: Raw -60077.723555 + Penalty 3012.230089 = -57065.493467
  nChanged 18
		SP:Iteration 10Q (2040.120000 sec): 3 clusters
  Score: Raw -60215.621097 + Penalty 3012.230089 = -57203.391008
  nChanged 14
		SP:Iteration 11Q (2040.120000 sec): 3 clusters
  Score: Raw -60303.391456 + Penalty 3012.230089 = -57291.161367
  nChanged 9
		SP:Iteration 12Q (2040.120000 sec): 3 clusters
  Score: Raw -60378.387823 + Penalty 3012.230089 = -57366.157734
  nChanged 10
		SP:Iteration 13Q (2040.120000 sec): 3 clusters
  Score: Raw -60480.320418 + Penalty 3012.230089 = -57468.090329
  nChanged 3
		SP:Iteration 14Q (2040.120000 sec): 3 clusters
  Score: Raw -60519.523733 + Penalty 3012.230089 = -57507.293644
  nChanged 3
		SP:Iteration 15Q (2040.120000 sec): 3 clusters
  Score: Raw -60583.757959 + Penalty 3012.230089 = -57571.527870
  nChanged 0
		SP:Iteration 16F (2040.120000 sec): 3 clusters
  Score: Raw -60596.369537 + Penalty 3012.230089 = -57584.139449
  nChanged 3
		SP:Iteration 17Q (2040.130000 sec): 3 clusters
  Score: Raw -60608.496696 + Penalty 3012.230089 = -57596.266608
  nChanged 2
		SP:Iteration 18Q (2040.130000 sec): 3 clusters
  Score: Raw -60613.386689 + Penalty 3012.230089 = -57601.156600
  nChanged 1
		SP:Iteration 19Q (2040.130000 sec): 3 clusters
  Score: Raw -60632.172779 + Penalty 3012.230089 = -57619.942690
  nChanged 1
		SP:Iteration 20F (2040.130000 sec): 3 clusters
  Score: Raw -60635.084702 + Penalty 3012.230089 = -57622.854613
  nChanged 1
		SP:Iteration 21Q (2040.130000 sec): 3 clusters
  Score: Raw -60641.141386 + Penalty 3012.230089 = -57628.911297
  nChanged 0
		SP:Iteration 22F (2040.130000 sec): 3 clusters
  Score: Raw -60641.141386 + Penalty 3012.230089 = -57628.911297
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 23 (585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.140000 sec): 2 clusters
  Score: Raw -75637.629266 + Penalty 1580.159738 = -74057.469528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.140000 sec): 3 clusters
  Score: Raw -75670.285935 + Penalty 3160.319476 = -72509.966459
  nChanged 125
		SP:Iteration 1F (2040.140000 sec): 3 clusters
  Score: Raw -76172.214478 + Penalty 3160.319476 = -73011.895002
  nChanged 63
		SP:Iteration 2F (2040.140000 sec): 3 clusters
  Score: Raw -76706.359757 + Penalty 3160.319476 = -73546.040281
  nChanged 73
		SP:Iteration 3F (2040.150000 sec): 3 clusters
  Score: Raw -76955.970995 + Penalty 3160.319476 = -73795.651519
  nChanged 43
		SP:Iteration 4F (2040.150000 sec): 3 clusters
  Score: Raw -77115.002169 + Penalty 3160.319476 = -73954.682693
  nChanged 18
		SP:Iteration 5Q (2040.150000 sec): 3 clusters
  Score: Raw -77195.243165 + Penalty 3160.319476 = -74034.923689
  nChanged 9
		SP:Iteration 6Q (2040.150000 sec): 3 clusters
  Score: Raw -77235.981069 + Penalty 3160.319476 = -74075.661593
  nChanged 9
		SP:Iteration 7Q (2040.150000 sec): 3 clusters
  Score: Raw -77284.431136 + Penalty 3160.319476 = -74124.111660
  nChanged 3
		SP:Iteration 8Q (2040.160000 sec): 3 clusters
  Score: Raw -77300.618532 + Penalty 3160.319476 = -74140.299056
  nChanged 3
		SP:Iteration 9Q (2040.160000 sec): 3 clusters
  Score: Raw -77321.791266 + Penalty 3160.319476 = -74161.471789
  nChanged 2
		SP:Iteration 10Q (2040.160000 sec): 3 clusters
  Score: Raw -77334.078974 + Penalty 3160.319476 = -74173.759497
  nChanged 0
		SP:Iteration 11F (2040.160000 sec): 3 clusters
  Score: Raw -77334.078974 + Penalty 3160.319476 = -74173.759497
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 34.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.170000 sec): 2 clusters
  Score: Raw -253922.887501 + Penalty 1854.445852 = -252068.441648
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.180000 sec): 3 clusters
  Score: Raw -253248.859860 + Penalty 3708.891705 = -249539.968156
  nChanged 559
		SP:Iteration 1F (2040.180000 sec): 3 clusters
  Score: Raw -253696.747198 + Penalty 3708.891705 = -249987.855493
  nChanged 152
		SP:Iteration 2F (2040.190000 sec): 3 clusters
  Score: Raw -253841.545164 + Penalty 3708.891705 = -250132.653460
  nChanged 78
		SP:Iteration 3Q (2040.200000 sec): 3 clusters
  Score: Raw -253913.311798 + Penalty 3708.891705 = -250204.420093
  nChanged 55
		SP:Iteration 4Q (2040.200000 sec): 3 clusters
  Score: Raw -253957.488436 + Penalty 3708.891705 = -250248.596731
  nChanged 40
		SP:Iteration 5Q (2040.210000 sec): 3 clusters
  Score: Raw -253992.029745 + Penalty 3708.891705 = -250283.138040
  nChanged 32
		SP:Iteration 6Q (2040.220000 sec): 3 clusters
  Score: Raw -254019.380765 + Penalty 3708.891705 = -250310.489061
  nChanged 25
		SP:Iteration 7Q (2040.220000 sec): 3 clusters
  Score: Raw -254037.211281 + Penalty 3708.891705 = -250328.319576
  nChanged 21
		SP:Iteration 8Q (2040.230000 sec): 3 clusters
  Score: Raw -254056.494430 + Penalty 3708.891705 = -250347.602725
  nChanged 22
		SP:Iteration 9Q (2040.240000 sec): 3 clusters
  Score: Raw -254070.645402 + Penalty 3708.891705 = -250361.753697
  nChanged 14
		SP:Iteration 10Q (2040.240000 sec): 3 clusters
  Score: Raw -254084.541739 + Penalty 3708.891705 = -250375.650035
  nChanged 14
		SP:Iteration 11Q (2040.250000 sec): 3 clusters
  Score: Raw -254092.789515 + Penalty 3708.891705 = -250383.897810
  nChanged 14
		SP:Iteration 12Q (2040.250000 sec): 3 clusters
  Score: Raw -254101.150836 + Penalty 3708.891705 = -250392.259131
  nChanged 9
		SP:Iteration 13Q (2040.260000 sec): 3 clusters
  Score: Raw -254109.211834 + Penalty 3708.891705 = -250400.320130
  nChanged 8
		SP:Iteration 14Q (2040.260000 sec): 3 clusters
  Score: Raw -254115.957562 + Penalty 3708.891705 = -250407.065858
  nChanged 7
		SP:Iteration 15Q (2040.270000 sec): 3 clusters
  Score: Raw -254121.097734 + Penalty 3708.891705 = -250412.206029
  nChanged 5
		SP:Iteration 16Q (2040.280000 sec): 3 clusters
  Score: Raw -254125.015182 + Penalty 3708.891705 = -250416.123477
  nChanged 4
		SP:Iteration 17Q (2040.280000 sec): 3 clusters
  Score: Raw -254128.635093 + Penalty 3708.891705 = -250419.743388
  nChanged 6
		SP:Iteration 18Q (2040.290000 sec): 3 clusters
  Score: Raw -254131.456491 + Penalty 3708.891705 = -250422.564787
  nChanged 3
		SP:Iteration 19Q (2040.300000 sec): 3 clusters
  Score: Raw -254134.021761 + Penalty 3708.891705 = -250425.130057
  nChanged 2
		SP:Iteration 20F (2040.300000 sec): 3 clusters
  Score: Raw -254136.208460 + Penalty 3708.891705 = -250427.316755
  nChanged 4
		SP:Iteration 21Q (2040.310000 sec): 3 clusters
  Score: Raw -254139.228038 + Penalty 3708.891705 = -250430.336334
  nChanged 2
		SP:Iteration 22Q (2040.320000 sec): 3 clusters
  Score: Raw -254140.540635 + Penalty 3708.891705 = -250431.648930
  nChanged 3
		SP:Iteration 23Q (2040.320000 sec): 3 clusters
  Score: Raw -254142.446005 + Penalty 3708.891705 = -250433.554300
  nChanged 5
		SP:Iteration 24Q (2040.330000 sec): 3 clusters
  Score: Raw -254145.650628 + Penalty 3708.891705 = -250436.758924
  nChanged 2
		SP:Iteration 25Q (2040.340000 sec): 3 clusters
  Score: Raw -254147.189108 + Penalty 3708.891705 = -250438.297404
  nChanged 1
		SP:Iteration 26Q (2040.340000 sec): 3 clusters
  Score: Raw -254148.941931 + Penalty 3708.891705 = -250440.050226
  nChanged 2
		SP:Iteration 27Q (2040.350000 sec): 3 clusters
  Score: Raw -254150.431009 + Penalty 3708.891705 = -250441.539304
  nChanged 2
		SP:Iteration 28Q (2040.350000 sec): 3 clusters
  Score: Raw -254151.299329 + Penalty 3708.891705 = -250442.407624
  nChanged 1
		SP:Iteration 29Q (2040.360000 sec): 3 clusters
  Score: Raw -254151.604149 + Penalty 3708.891705 = -250442.712445
  nChanged 0
		SP:Iteration 30F (2040.370000 sec): 3 clusters
  Score: Raw -254151.604149 + Penalty 3708.891705 = -250442.712445
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.370000 sec): 2 clusters
  Score: Raw -13508.053219 + Penalty 1221.958914 = -12286.094305
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.370000 sec): 3 clusters
  Score: Raw -13951.153517 + Penalty 2443.917828 = -11507.235689
  nChanged 17
		SP:Iteration 1F (2040.370000 sec): 3 clusters
  Score: Raw -14096.412210 + Penalty 2443.917828 = -11652.494382
  nChanged 5
		SP:Iteration 2Q (2040.370000 sec): 3 clusters
  Score: Raw -14157.340398 + Penalty 2443.917828 = -11713.422570
  nChanged 4
		SP:Iteration 3Q (2040.370000 sec): 3 clusters
  Score: Raw -14206.566605 + Penalty 2443.917828 = -11762.648778
  nChanged 0
		SP:Iteration 4F (2040.370000 sec): 3 clusters
  Score: Raw -14206.566605 + Penalty 2443.917828 = -11762.648778
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (978 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.380000 sec): 2 clusters
  Score: Raw -129694.040555 + Penalty 1707.606398 = -127986.434157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.380000 sec): 3 clusters
  Score: Raw -129557.833558 + Penalty 3415.212796 = -126142.620762
  nChanged 237
		SP:Iteration 1F (2040.380000 sec): 3 clusters
  Score: Raw -129878.485079 + Penalty 3415.212796 = -126463.272282
  nChanged 72
		SP:Iteration 2F (2040.390000 sec): 3 clusters
  Score: Raw -130053.267731 + Penalty 3415.212796 = -126638.054935
  nChanged 41
		SP:Iteration 3Q (2040.390000 sec): 3 clusters
  Score: Raw -130185.460570 + Penalty 3415.212796 = -126770.247773
  nChanged 40
		SP:Iteration 4Q (2040.400000 sec): 3 clusters
  Score: Raw -130295.899653 + Penalty 3415.212796 = -126880.686856
  nChanged 44
		SP:Iteration 5Q (2040.400000 sec): 3 clusters
  Score: Raw -130394.280368 + Penalty 3415.212796 = -126979.067572
  nChanged 33
		SP:Iteration 6Q (2040.400000 sec): 3 clusters
  Score: Raw -130486.226678 + Penalty 3415.212796 = -127071.013881
  nChanged 40
		SP:Iteration 7Q (2040.410000 sec): 3 clusters
  Score: Raw -130581.435989 + Penalty 3415.212796 = -127166.223192
  nChanged 34
		SP:Iteration 8Q (2040.410000 sec): 3 clusters
  Score: Raw -130666.100583 + Penalty 3415.212796 = -127250.887786
  nChanged 29
		SP:Iteration 9Q (2040.410000 sec): 3 clusters
  Score: Raw -130762.401663 + Penalty 3415.212796 = -127347.188867
  nChanged 30
		SP:Iteration 10Q (2040.420000 sec): 3 clusters
  Score: Raw -130872.885458 + Penalty 3415.212796 = -127457.672661
  nChanged 23
		SP:Iteration 11Q (2040.420000 sec): 3 clusters
  Score: Raw -130956.514465 + Penalty 3415.212796 = -127541.301669
  nChanged 15
		SP:Iteration 12Q (2040.420000 sec): 3 clusters
  Score: Raw -130994.117974 + Penalty 3415.212796 = -127578.905178
  nChanged 16
		SP:Iteration 13Q (2040.420000 sec): 3 clusters
  Score: Raw -131023.755520 + Penalty 3415.212796 = -127608.542723
  nChanged 9
		SP:Iteration 14Q (2040.430000 sec): 3 clusters
  Score: Raw -131046.302291 + Penalty 3415.212796 = -127631.089495
  nChanged 5
		SP:Iteration 15Q (2040.430000 sec): 3 clusters
  Score: Raw -131061.434724 + Penalty 3415.212796 = -127646.221927
  nChanged 3
		SP:Iteration 16Q (2040.440000 sec): 3 clusters
  Score: Raw -131072.639891 + Penalty 3415.212796 = -127657.427095
  nChanged 4
		SP:Iteration 17Q (2040.440000 sec): 3 clusters
  Score: Raw -131079.894552 + Penalty 3415.212796 = -127664.681756
  nChanged 4
		SP:Iteration 18Q (2040.440000 sec): 3 clusters
  Score: Raw -131087.117951 + Penalty 3415.212796 = -127671.905155
  nChanged 0
		SP:Iteration 19F (2040.440000 sec): 3 clusters
  Score: Raw -131088.861048 + Penalty 3415.212796 = -127673.648252
  nChanged 1
		SP:Iteration 20F (2040.450000 sec): 3 clusters
  Score: Raw -131094.624909 + Penalty 3415.212796 = -127679.412113
  nChanged 1
		SP:Iteration 21Q (2040.450000 sec): 3 clusters
  Score: Raw -131097.754341 + Penalty 3415.212796 = -127682.541544
  nChanged 1
		SP:Iteration 22Q (2040.460000 sec): 3 clusters
  Score: Raw -131098.814314 + Penalty 3415.212796 = -127683.601518
  nChanged 0
		SP:Iteration 23F (2040.460000 sec): 3 clusters
  Score: Raw -131098.814314 + Penalty 3415.212796 = -127683.601518
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (145251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.970000 sec): 2 clusters
  Score: Raw -21089183.441606 + Penalty 2947.782203 = -21086235.659403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2041.550000 sec): 3 clusters
  Score: Raw -20994816.898507 + Penalty 5895.564405 = -20988921.334101
  nChanged 69372
		SP:Iteration 1F (2042.130000 sec): 3 clusters
  Score: Raw -21034941.427664 + Penalty 5895.564405 = -21029045.863259
  nChanged 4816
		SP:Iteration 2Q (2042.720000 sec): 3 clusters
  Score: Raw -21036149.222396 + Penalty 5895.564405 = -21030253.657990
  nChanged 5061
		SP:Iteration 3Q (2043.300000 sec): 3 clusters
  Score: Raw -21037652.435304 + Penalty 5895.564405 = -21031756.870898
  nChanged 5785
		SP:Iteration 4Q (2043.880000 sec): 3 clusters
  Score: Raw -21039810.121720 + Penalty 5895.564405 = -21033914.557315
  nChanged 7219
		SP:Iteration 5Q (2044.470000 sec): 3 clusters
  Score: Raw -21043223.924869 + Penalty 5895.564405 = -21037328.360463
  nChanged 8903
		SP:Iteration 6F (2045.060000 sec): 3 clusters
  Score: Raw -21048556.350812 + Penalty 5895.564405 = -21042660.786406
  nChanged 10818
		SP:Iteration 7F (2045.640000 sec): 3 clusters
  Score: Raw -21056614.965807 + Penalty 5895.564405 = -21050719.401401
  nChanged 11583
		SP:Iteration 8F (2046.210000 sec): 3 clusters
  Score: Raw -21066328.220857 + Penalty 5895.564405 = -21060432.656451
  nChanged 10131
		SP:Iteration 9F (2046.780000 sec): 3 clusters
  Score: Raw -21075363.183237 + Penalty 5895.564405 = -21069467.618832
  nChanged 7280
		SP:Iteration 10F (2047.350000 sec): 3 clusters
  Score: Raw -21081854.996599 + Penalty 5895.564405 = -21075959.432194
  nChanged 4434
		SP:Iteration 11Q (2047.880000 sec): 3 clusters
  Score: Raw -21085563.385732 + Penalty 5895.564405 = -21079667.821326
  nChanged 2385
		SP:Iteration 12Q (2048.380000 sec): 3 clusters
  Score: Raw -21087450.098684 + Penalty 5895.564405 = -21081554.534278
  nChanged 1246
		SP:Iteration 13Q (2048.840000 sec): 3 clusters
  Score: Raw -21088404.409161 + Penalty 5895.564405 = -21082508.844755
  nChanged 688
		SP:Iteration 14Q (2049.270000 sec): 3 clusters
  Score: Raw -21088910.294094 + Penalty 5895.564405 = -21083014.729689
  nChanged 388
		SP:Iteration 15Q (2049.700000 sec): 3 clusters
  Score: Raw -21089200.512413 + Penalty 5895.564405 = -21083304.948007
  nChanged 230
		SP:Iteration 16Q (2050.110000 sec): 3 clusters
  Score: Raw -21089389.043976 + Penalty 5895.564405 = -21083493.479570
  nChanged 168
		SP:Iteration 17Q (2050.540000 sec): 3 clusters
  Score: Raw -21089514.171346 + Penalty 5895.564405 = -21083618.606941
  nChanged 103
		SP:Iteration 18Q (2050.950000 sec): 3 clusters
  Score: Raw -21089580.655166 + Penalty 5895.564405 = -21083685.090761
  nChanged 79
		SP:Iteration 19Q (2051.360000 sec): 3 clusters
  Score: Raw -21089625.507836 + Penalty 5895.564405 = -21083729.943431
  nChanged 60
		SP:Iteration 20F (2051.920000 sec): 3 clusters
  Score: Raw -21089656.875751 + Penalty 5895.564405 = -21083761.311346
  nChanged 39
		SP:Iteration 21Q (2052.330000 sec): 3 clusters
  Score: Raw -21089678.745786 + Penalty 5895.564405 = -21083783.181381
  nChanged 29
		SP:Iteration 22Q (2052.730000 sec): 3 clusters
  Score: Raw -21089693.563727 + Penalty 5895.564405 = -21083797.999322
  nChanged 19
		SP:Iteration 23Q (2053.140000 sec): 3 clusters
  Score: Raw -21089701.930166 + Penalty 5895.564405 = -21083806.365761
  nChanged 20
		SP:Iteration 24Q (2053.550000 sec): 3 clusters
  Score: Raw -21089709.617958 + Penalty 5895.564405 = -21083814.053552
  nChanged 10
		SP:Iteration 25Q (2053.950000 sec): 3 clusters
  Score: Raw -21089714.690527 + Penalty 5895.564405 = -21083819.126122
  nChanged 11
		SP:Iteration 26Q (2054.350000 sec): 3 clusters
  Score: Raw -21089721.119067 + Penalty 5895.564405 = -21083825.554661
  nChanged 9
		SP:Iteration 27Q (2054.750000 sec): 3 clusters
  Score: Raw -21089724.949111 + Penalty 5895.564405 = -21083829.384705
  nChanged 3
		SP:Iteration 28Q (2055.150000 sec): 3 clusters
  Score: Raw -21089726.896484 + Penalty 5895.564405 = -21083831.332078
  nChanged 4
		SP:Iteration 29Q (2055.550000 sec): 3 clusters
  Score: Raw -21089728.288297 + Penalty 5895.564405 = -21083832.723891
  nChanged 2
		SP:Iteration 30Q (2055.960000 sec): 3 clusters
  Score: Raw -21089728.814624 + Penalty 5895.564405 = -21083833.250219
  nChanged 2
		SP:Iteration 31Q (2056.390000 sec): 3 clusters
  Score: Raw -21089729.624540 + Penalty 5895.564405 = -21083834.060134
  nChanged 1
		SP:Iteration 32Q (2056.790000 sec): 3 clusters
  Score: Raw -21089730.049322 + Penalty 5895.564405 = -21083834.484916
  nChanged 0
		SP:Iteration 33F (2057.350000 sec): 3 clusters
  Score: Raw -21089730.049322 + Penalty 5895.564405 = -21083834.484916
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2057.410000 sec): 2 clusters
  Score: Raw -19667.259116 + Penalty 1308.972435 = -18358.286681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2057.410000 sec): 3 clusters
  Score: Raw -20032.826422 + Penalty 2617.944871 = -17414.881551
  nChanged 21
		SP:Iteration 1F (2057.410000 sec): 3 clusters
  Score: Raw -20201.073592 + Penalty 2617.944871 = -17583.128721
  nChanged 8
		SP:Iteration 2Q (2057.410000 sec): 3 clusters
  Score: Raw -20261.057999 + Penalty 2617.944871 = -17643.113128
  nChanged 3
		SP:Iteration 3Q (2057.410000 sec): 3 clusters
  Score: Raw -20281.734037 + Penalty 2617.944871 = -17663.789166
  nChanged 0
		SP:Iteration 4F (2057.410000 sec): 3 clusters
  Score: Raw -20281.734037 + Penalty 2617.944871 = -17663.789166
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 29 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2057.420000 sec): 2 clusters
  Score: Raw -74196.170923 + Penalty 1539.730326 = -72656.440597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2057.420000 sec): 3 clusters
  Score: Raw -74223.457997 + Penalty 3079.460653 = -71143.997344
  nChanged 94
		SP:Iteration 1F (2057.420000 sec): 3 clusters
  Score: Raw -74409.169764 + Penalty 3079.460653 = -71329.709111
  nChanged 20
		SP:Iteration 2Q (2057.430000 sec): 3 clusters
  Score: Raw -74445.124384 + Penalty 3079.460653 = -71365.663731
  nChanged 4
		SP:Iteration 3Q (2057.430000 sec): 3 clusters
  Score: Raw -74451.847323 + Penalty 3079.460653 = -71372.386671
  nChanged 1
		SP:Iteration 4Q (2057.430000 sec): 3 clusters
  Score: Raw -74452.734715 + Penalty 3079.460653 = -71373.274062
  nChanged 1
		SP:Iteration 5Q (2057.430000 sec): 3 clusters
  Score: Raw -74454.649929 + Penalty 3079.460653 = -71375.189276
  nChanged 0
		SP:Iteration 6F (2057.430000 sec): 3 clusters
  Score: Raw -74454.649929 + Penalty 3079.460653 = -71375.189276
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 30 (31251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2057.550000 sec): 2 clusters
  Score: Raw -4782408.263394 + Penalty 2566.752050 = -4779841.511344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2057.680000 sec): 3 clusters
  Score: Raw -4763651.363170 + Penalty 5133.504101 = -4758517.859069
  nChanged 14037
		SP:Iteration 1F (2057.810000 sec): 3 clusters
  Score: Raw -4771183.552863 + Penalty 5133.504101 = -4766050.048762
  nChanged 1335
		SP:Iteration 2Q (2057.940000 sec): 3 clusters
  Score: Raw -4771553.841974 + Penalty 5133.504101 = -4766420.337874
  nChanged 1126
		SP:Iteration 3Q (2058.070000 sec): 3 clusters
  Score: Raw -4771852.252841 + Penalty 5133.504101 = -4766718.748741
  nChanged 1000
		SP:Iteration 4Q (2058.190000 sec): 3 clusters
  Score: Raw -4772091.912159 + Penalty 5133.504101 = -4766958.408058
  nChanged 869
		SP:Iteration 5Q (2058.320000 sec): 3 clusters
  Score: Raw -4772277.471387 + Penalty 5133.504101 = -4767143.967286
  nChanged 783
		SP:Iteration 6Q (2058.450000 sec): 3 clusters
  Score: Raw -4772450.917086 + Penalty 5133.504101 = -4767317.412985
  nChanged 714
		SP:Iteration 7Q (2058.580000 sec): 3 clusters
  Score: Raw -4772604.445686 + Penalty 5133.504101 = -4767470.941585
  nChanged 689
		SP:Iteration 8Q (2058.710000 sec): 3 clusters
  Score: Raw -4772756.127414 + Penalty 5133.504101 = -4767622.623313
  nChanged 714
		SP:Iteration 9Q (2058.830000 sec): 3 clusters
  Score: Raw -4772923.748017 + Penalty 5133.504101 = -4767790.243916
  nChanged 724
		SP:Iteration 10Q (2058.970000 sec): 3 clusters
  Score: Raw -4773098.567403 + Penalty 5133.504101 = -4767965.063303
  nChanged 787
		SP:Iteration 11Q (2059.100000 sec): 3 clusters
  Score: Raw -4773312.417774 + Penalty 5133.504101 = -4768178.913674
  nChanged 882
		SP:Iteration 12Q (2059.230000 sec): 3 clusters
  Score: Raw -4773592.762595 + Penalty 5133.504101 = -4768459.258494
  nChanged 1057
		SP:Iteration 13Q (2059.360000 sec): 3 clusters
  Score: Raw -4773996.773498 + Penalty 5133.504101 = -4768863.269398
  nChanged 1285
		SP:Iteration 14Q (2059.480000 sec): 3 clusters
  Score: Raw -4774616.283821 + Penalty 5133.504101 = -4769482.779721
  nChanged 1561
		SP:Iteration 15Q (2059.610000 sec): 3 clusters
  Score: Raw -4775529.082677 + Penalty 5133.504101 = -4770395.578576
  nChanged 1764
		SP:Iteration 16F (2059.740000 sec): 3 clusters
  Score: Raw -4776732.332645 + Penalty 5133.504101 = -4771598.828544
  nChanged 1786
		SP:Iteration 17F (2059.860000 sec): 3 clusters
  Score: Raw -4778206.382600 + Penalty 5133.504101 = -4773072.878499
  nChanged 1688
		SP:Iteration 18F (2059.980000 sec): 3 clusters
  Score: Raw -4779713.698110 + Penalty 5133.504101 = -4774580.194009
  nChanged 1205
		SP:Iteration 19Q (2060.100000 sec): 3 clusters
  Score: Raw -4780818.757986 + Penalty 5133.504101 = -4775685.253886
  nChanged 790
		SP:Iteration 20F (2060.230000 sec): 3 clusters
  Score: Raw -4781516.686499 + Penalty 5133.504101 = -4776383.182398
  nChanged 499
		SP:Iteration 21Q (2060.330000 sec): 3 clusters
  Score: Raw -4781916.233018 + Penalty 5133.504101 = -4776782.728918
  nChanged 340
		SP:Iteration 22Q (2060.430000 sec): 3 clusters
  Score: Raw -4782186.248232 + Penalty 5133.504101 = -4777052.744131
  nChanged 242
		SP:Iteration 23Q (2060.530000 sec): 3 clusters
  Score: Raw -4782345.347704 + Penalty 5133.504101 = -4777211.843603
  nChanged 154
		SP:Iteration 24Q (2060.620000 sec): 3 clusters
  Score: Raw -4782440.352943 + Penalty 5133.504101 = -4777306.848842
  nChanged 97
		SP:Iteration 25Q (2060.720000 sec): 3 clusters
  Score: Raw -4782491.596030 + Penalty 5133.504101 = -4777358.091929
  nChanged 65
		SP:Iteration 26Q (2060.810000 sec): 3 clusters
  Score: Raw -4782528.885566 + Penalty 5133.504101 = -4777395.381465
  nChanged 52
		SP:Iteration 27Q (2060.900000 sec): 3 clusters
  Score: Raw -4782558.318330 + Penalty 5133.504101 = -4777424.814230
  nChanged 37
		SP:Iteration 28Q (2060.990000 sec): 3 clusters
  Score: Raw -4782579.579467 + Penalty 5133.504101 = -4777446.075366
  nChanged 28
		SP:Iteration 29Q (2061.080000 sec): 3 clusters
  Score: Raw -4782594.909021 + Penalty 5133.504101 = -4777461.404920
  nChanged 26
		SP:Iteration 30Q (2061.180000 sec): 3 clusters
  Score: Raw -4782608.634183 + Penalty 5133.504101 = -4777475.130082
  nChanged 29
		SP:Iteration 31Q (2061.270000 sec): 3 clusters
  Score: Raw -4782623.707912 + Penalty 5133.504101 = -4777490.203812
  nChanged 22
		SP:Iteration 32Q (2061.360000 sec): 3 clusters
  Score: Raw -4782635.296128 + Penalty 5133.504101 = -4777501.792027
  nChanged 17
		SP:Iteration 33Q (2061.450000 sec): 3 clusters
  Score: Raw -4782644.057760 + Penalty 5133.504101 = -4777510.553659
  nChanged 12
		SP:Iteration 34Q (2061.540000 sec): 3 clusters
  Score: Raw -4782651.065470 + Penalty 5133.504101 = -4777517.561369
  nChanged 12
		SP:Iteration 35Q (2061.640000 sec): 3 clusters
  Score: Raw -4782658.781177 + Penalty 5133.504101 = -4777525.277076
  nChanged 13
		SP:Iteration 36Q (2061.730000 sec): 3 clusters
  Score: Raw -4782666.546616 + Penalty 5133.504101 = -4777533.042515
  nChanged 16
		SP:Iteration 37Q (2061.830000 sec): 3 clusters
  Score: Raw -4782674.515943 + Penalty 5133.504101 = -4777541.011842
  nChanged 15
		SP:Iteration 38Q (2061.920000 sec): 3 clusters
  Score: Raw -4782681.578118 + Penalty 5133.504101 = -4777548.074017
  nChanged 11
		SP:Iteration 39Q (2062.020000 sec): 3 clusters
  Score: Raw -4782688.808729 + Penalty 5133.504101 = -4777555.304628
  nChanged 8
		SP:Iteration 40F (2062.140000 sec): 3 clusters
  Score: Raw -4782693.547677 + Penalty 5133.504101 = -4777560.043576
  nChanged 2
		SP:Iteration 41Q (2062.240000 sec): 3 clusters
  Score: Raw -4782695.792936 + Penalty 5133.504101 = -4777562.288835
  nChanged 1
		SP:Iteration 42Q (2062.330000 sec): 3 clusters
  Score: Raw -4782696.303956 + Penalty 5133.504101 = -4777562.799855
  nChanged 2
		SP:Iteration 43Q (2062.420000 sec): 3 clusters
  Score: Raw -4782697.887385 + Penalty 5133.504101 = -4777564.383284
  nChanged 5
		SP:Iteration 44Q (2062.510000 sec): 3 clusters
  Score: Raw -4782699.686171 + Penalty 5133.504101 = -4777566.182071
  nChanged 2
		SP:Iteration 45Q (2062.600000 sec): 3 clusters
  Score: Raw -4782700.491093 + Penalty 5133.504101 = -4777566.986992
  nChanged 2
		SP:Iteration 46Q (2062.700000 sec): 3 clusters
  Score: Raw -4782701.501285 + Penalty 5133.504101 = -4777567.997185
  nChanged 3
		SP:Iteration 47Q (2062.780000 sec): 3 clusters
  Score: Raw -4782703.635379 + Penalty 5133.504101 = -4777570.131279
  nChanged 4
		SP:Iteration 48Q (2062.880000 sec): 3 clusters
  Score: Raw -4782708.217949 + Penalty 5133.504101 = -4777574.713848
  nChanged 4
		SP:Iteration 49Q (2062.970000 sec): 3 clusters
  Score: Raw -4782711.059064 + Penalty 5133.504101 = -4777577.554963
  nChanged 3
		SP:Iteration 50Q (2063.060000 sec): 3 clusters
  Score: Raw -4782712.548670 + Penalty 5133.504101 = -4777579.044569
  nChanged 1
		SP:Iteration 51Q (2063.150000 sec): 3 clusters
  Score: Raw -4782713.116584 + Penalty 5133.504101 = -4777579.612483
  nChanged 3
		SP:Iteration 52Q (2063.240000 sec): 3 clusters
  Score: Raw -4782715.205329 + Penalty 5133.504101 = -4777581.701229
  nChanged 4
		SP:Iteration 53Q (2063.330000 sec): 3 clusters
  Score: Raw -4782717.776108 + Penalty 5133.504101 = -4777584.272008
  nChanged 5
		SP:Iteration 54Q (2063.420000 sec): 3 clusters
  Score: Raw -4782720.447723 + Penalty 5133.504101 = -4777586.943622
  nChanged 5
		SP:Iteration 55Q (2063.510000 sec): 3 clusters
  Score: Raw -4782724.927074 + Penalty 5133.504101 = -4777591.422974
  nChanged 7
		SP:Iteration 56Q (2063.600000 sec): 3 clusters
  Score: Raw -4782729.216192 + Penalty 5133.504101 = -4777595.712091
  nChanged 8
		SP:Iteration 57Q (2063.690000 sec): 3 clusters
  Score: Raw -4782733.367785 + Penalty 5133.504101 = -4777599.863684
  nChanged 6
		SP:Iteration 58Q (2063.780000 sec): 3 clusters
  Score: Raw -4782737.164249 + Penalty 5133.504101 = -4777603.660148
  nChanged 5
		SP:Iteration 59Q (2063.870000 sec): 3 clusters
  Score: Raw -4782740.339382 + Penalty 5133.504101 = -4777606.835281
  nChanged 6
		SP:Iteration 60F (2064.000000 sec): 3 clusters
  Score: Raw -4782744.022793 + Penalty 5133.504101 = -4777610.518692
  nChanged 5
		SP:Iteration 61Q (2064.090000 sec): 3 clusters
  Score: Raw -4782746.666823 + Penalty 5133.504101 = -4777613.162723
  nChanged 4
		SP:Iteration 62Q (2064.180000 sec): 3 clusters
  Score: Raw -4782748.877282 + Penalty 5133.504101 = -4777615.373181
  nChanged 5
		SP:Iteration 63Q (2064.270000 sec): 3 clusters
  Score: Raw -4782750.953926 + Penalty 5133.504101 = -4777617.449825
  nChanged 0
		SP:Iteration 64F (2064.390000 sec): 3 clusters
  Score: Raw -4782750.953926 + Penalty 5133.504101 = -4777617.449825
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 31 (192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2064.410000 sec): 2 clusters
  Score: Raw -20677.031799 + Penalty 1303.858852 = -19373.172947
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2064.410000 sec): 3 clusters
  Score: Raw -20975.728340 + Penalty 2607.717705 = -18368.010636
  nChanged 18
		SP:Iteration 1F (2064.410000 sec): 3 clusters
  Score: Raw -21071.366244 + Penalty 2607.717705 = -18463.648540
  nChanged 2
		SP:Iteration 2Q (2064.410000 sec): 3 clusters
  Score: Raw -21078.768329 + Penalty 2607.717705 = -18471.050624
  nChanged 0
		SP:Iteration 3F (2064.410000 sec): 3 clusters
  Score: Raw -21078.768329 + Penalty 2607.717705 = -18471.050624
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 32 (720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2064.420000 sec): 2 clusters
  Score: Raw -92255.349171 + Penalty 1631.654301 = -90623.694871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2064.420000 sec): 3 clusters
  Score: Raw -92221.803109 + Penalty 3263.308601 = -88958.494508
  nChanged 166
		SP:Iteration 1F (2064.420000 sec): 3 clusters
  Score: Raw -92550.537931 + Penalty 3263.308601 = -89287.229330
  nChanged 62
		SP:Iteration 2F (2064.420000 sec): 3 clusters
  Score: Raw -92769.144597 + Penalty 3263.308601 = -89505.835995
  nChanged 47
		SP:Iteration 3F (2064.430000 sec): 3 clusters
  Score: Raw -92894.006390 + Penalty 3263.308601 = -89630.697789
  nChanged 33
		SP:Iteration 4Q (2064.430000 sec): 3 clusters
  Score: Raw -92987.578238 + Penalty 3263.308601 = -89724.269637
  nChanged 27
		SP:Iteration 5Q (2064.430000 sec): 3 clusters
  Score: Raw -93063.699347 + Penalty 3263.308601 = -89800.390746
  nChanged 21
		SP:Iteration 6Q (2064.430000 sec): 3 clusters
  Score: Raw -93119.173562 + Penalty 3263.308601 = -89855.864961
  nChanged 15
		SP:Iteration 7Q (2064.440000 sec): 3 clusters
  Score: Raw -93160.541767 + Penalty 3263.308601 = -89897.233166
  nChanged 7
		SP:Iteration 8Q (2064.440000 sec): 3 clusters
  Score: Raw -93172.996206 + Penalty 3263.308601 = -89909.687604
  nChanged 5
		SP:Iteration 9Q (2064.440000 sec): 3 clusters
  Score: Raw -93187.446194 + Penalty 3263.308601 = -89924.137593
  nChanged 5
		SP:Iteration 10Q (2064.440000 sec): 3 clusters
  Score: Raw -93197.765089 + Penalty 3263.308601 = -89934.456488
  nChanged 2
		SP:Iteration 11Q (2064.440000 sec): 3 clusters
  Score: Raw -93200.882835 + Penalty 3263.308601 = -89937.574234
  nChanged 2
		SP:Iteration 12Q (2064.450000 sec): 3 clusters
  Score: Raw -93202.483516 + Penalty 3263.308601 = -89939.174914
  nChanged 1
		SP:Iteration 13Q (2064.450000 sec): 3 clusters
  Score: Raw -93204.129983 + Penalty 3263.308601 = -89940.821382
  nChanged 1
		SP:Iteration 14Q (2064.450000 sec): 3 clusters
  Score: Raw -93205.834637 + Penalty 3263.308601 = -89942.526036
  nChanged 0
		SP:Iteration 15F (2064.460000 sec): 3 clusters
  Score: Raw -93205.834637 + Penalty 3263.308601 = -89942.526036
  nChanged 0
Deleting Class 9 (83 points): Lose 1816.823748 but Gain 3374.686117
Iteration 139Q (2073.160000 sec): 34 clusters
  Score: Raw -117611060.607727 + Penalty 111364.641871 = -117499695.965856
  nChanged 619
Deleting Class 23 (93 points): Lose 2756.441977 but Gain 3374.686117
Iteration 140F (2109.010000 sec): 33 clusters
  Score: Raw -117609024.063541 + Penalty 107989.955754 = -117501034.107788
  nChanged 793
Iteration 141Q (2116.990000 sec): 33 clusters
  Score: Raw -117611025.297457 + Penalty 107989.955754 = -117503035.341704
  nChanged 678
Iteration 142Q (2124.980000 sec): 33 clusters
  Score: Raw -117611292.514647 + Penalty 107989.955754 = -117503302.558893
  nChanged 610
Iteration 143Q (2132.960000 sec): 33 clusters
  Score: Raw -117611355.178519 + Penalty 107989.955754 = -117503365.222766
  nChanged 566
Iteration 144Q (2140.940000 sec): 33 clusters
  Score: Raw -117611403.585513 + Penalty 107989.955754 = -117503413.629760
  nChanged 546
Iteration 145Q (2148.900000 sec): 33 clusters
  Score: Raw -117611444.446792 + Penalty 107989.955754 = -117503454.491039
  nChanged 522
Iteration 146Q (2156.900000 sec): 33 clusters
  Score: Raw -117611472.440911 + Penalty 107989.955754 = -117503482.485157
  nChanged 513
Iteration 147Q (2164.890000 sec): 33 clusters
  Score: Raw -117611498.146314 + Penalty 107989.955754 = -117503508.190561
  nChanged 459
Iteration 148Q (2172.810000 sec): 33 clusters
  Score: Raw -117611521.491894 + Penalty 107989.955754 = -117503531.536141
  nChanged 437
Iteration 149Q (2180.770000 sec): 33 clusters
  Score: Raw -117611540.370120 + Penalty 107989.955754 = -117503550.414367
  nChanged 378
Iteration 150Q (2188.780000 sec): 33 clusters
  Score: Raw -117611557.770028 + Penalty 107989.955754 = -117503567.814275
  nChanged 391
Iteration 151Q (2196.720000 sec): 33 clusters
  Score: Raw -117611576.798941 + Penalty 107989.955754 = -117503586.843187
  nChanged 366
Iteration 152Q (2204.670000 sec): 33 clusters
  Score: Raw -117611592.555307 + Penalty 107989.955754 = -117503602.599553
  nChanged 328
Iteration 153Q (2212.670000 sec): 33 clusters
  Score: Raw -117611605.090716 + Penalty 107989.955754 = -117503615.134963
  nChanged 306
Iteration 154Q (2220.650000 sec): 33 clusters
  Score: Raw -117611617.236638 + Penalty 107989.955754 = -117503627.280884
  nChanged 299
Iteration 155Q (2228.640000 sec): 33 clusters
  Score: Raw -117611627.674975 + Penalty 107989.955754 = -117503637.719222
  nChanged 250
Iteration 156Q (2236.630000 sec): 33 clusters
  Score: Raw -117611638.622642 + Penalty 107989.955754 = -117503648.666889
  nChanged 249
Iteration 157Q (2244.620000 sec): 33 clusters
  Score: Raw -117611649.309927 + Penalty 107989.955754 = -117503659.354174
  nChanged 220
Iteration 158Q (2252.570000 sec): 33 clusters
  Score: Raw -117611659.865250 + Penalty 107989.955754 = -117503669.909497
  nChanged 209
Iteration 159Q (2260.500000 sec): 33 clusters
  Score: Raw -117611667.910502 + Penalty 107989.955754 = -117503677.954749
  nChanged 171
Iteration 160F (2294.580000 sec): 33 clusters
  Score: Raw -117611681.219438 + Penalty 107989.955754 = -117503691.263685
  nChanged 159
Iteration 161Q (2302.570000 sec): 33 clusters
  Score: Raw -117611719.892122 + Penalty 107989.955754 = -117503729.936368
  nChanged 168
Iteration 162Q (2310.550000 sec): 33 clusters
  Score: Raw -117611724.486598 + Penalty 107989.955754 = -117503734.530845
  nChanged 148
Iteration 163Q (2318.510000 sec): 33 clusters
  Score: Raw -117611729.157745 + Penalty 107989.955754 = -117503739.201992
  nChanged 132
Iteration 164Q (2326.550000 sec): 33 clusters
  Score: Raw -117611733.148508 + Penalty 107989.955754 = -117503743.192755
  nChanged 121
Iteration 165Q (2334.590000 sec): 33 clusters
  Score: Raw -117611737.352858 + Penalty 107989.955754 = -117503747.397105
  nChanged 102
Iteration 166Q (2342.620000 sec): 33 clusters
  Score: Raw -117611741.731981 + Penalty 107989.955754 = -117503751.776227
  nChanged 92
Iteration 167Q (2350.950000 sec): 33 clusters
  Score: Raw -117611745.431811 + Penalty 107989.955754 = -117503755.476057
  nChanged 96
Iteration 168Q (2361.140000 sec): 33 clusters
  Score: Raw -117611749.691875 + Penalty 107989.955754 = -117503759.736122
  nChanged 104
Iteration 169Q (2371.220000 sec): 33 clusters
  Score: Raw -117611753.757183 + Penalty 107989.955754 = -117503763.801430
  nChanged 111
Iteration 170Q (2381.280000 sec): 33 clusters
  Score: Raw -117611759.713895 + Penalty 107989.955754 = -117503769.758142
  nChanged 133
Iteration 171Q (2391.220000 sec): 33 clusters
  Score: Raw -117611767.909132 + Penalty 107989.955754 = -117503777.953378
  nChanged 150
Iteration 172Q (2401.220000 sec): 33 clusters
  Score: Raw -117611778.172613 + Penalty 107989.955754 = -117503788.216860
  nChanged 186
Iteration 173Q (2411.280000 sec): 33 clusters
  Score: Raw -117611792.325389 + Penalty 107989.955754 = -117503802.369636
  nChanged 162
Iteration 174Q (2421.490000 sec): 33 clusters
  Score: Raw -117611808.154810 + Penalty 107989.955754 = -117503818.199057
  nChanged 188
Iteration 175Q (2431.430000 sec): 33 clusters
  Score: Raw -117611828.226851 + Penalty 107989.955754 = -117503838.271098
  nChanged 196
Iteration 176Q (2441.090000 sec): 33 clusters
  Score: Raw -117611845.260921 + Penalty 107989.955754 = -117503855.305168
  nChanged 215
Iteration 177Q (2450.550000 sec): 33 clusters
  Score: Raw -117611864.179846 + Penalty 107989.955754 = -117503874.224092
  nChanged 224
Iteration 178Q (2459.980000 sec): 33 clusters
  Score: Raw -117611884.924980 + Penalty 107989.955754 = -117503894.969227
  nChanged 234
Writing temp clu file 
Because OldScore, -117503874.224092, is greater than current (better) Score,-117503894.969227 
 Compute initial score before splitting:   Score: Raw -117611884.924980 + Penalty 107989.955754 = -117503894.969227
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.130000 sec): 2 clusters
  Score: Raw -122761.033076 + Penalty 1666.315262 = -121094.717813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.140000 sec): 3 clusters
  Score: Raw -122604.486162 + Penalty 3332.630525 = -119271.855637
  nChanged 203
		SP:Iteration 1F (2460.140000 sec): 3 clusters
  Score: Raw -122837.112451 + Penalty 3332.630525 = -119504.481927
  nChanged 46
		SP:Iteration 2F (2460.140000 sec): 3 clusters
  Score: Raw -122907.386232 + Penalty 3332.630525 = -119574.755707
  nChanged 25
		SP:Iteration 3Q (2460.140000 sec): 3 clusters
  Score: Raw -122943.130750 + Penalty 3332.630525 = -119610.500225
  nChanged 13
		SP:Iteration 4Q (2460.150000 sec): 3 clusters
  Score: Raw -122958.133763 + Penalty 3332.630525 = -119625.503239
  nChanged 4
		SP:Iteration 5Q (2460.150000 sec): 3 clusters
  Score: Raw -122964.054220 + Penalty 3332.630525 = -119631.423696
  nChanged 4
		SP:Iteration 6Q (2460.150000 sec): 3 clusters
  Score: Raw -122972.465980 + Penalty 3332.630525 = -119639.835456
  nChanged 3
		SP:Iteration 7Q (2460.160000 sec): 3 clusters
  Score: Raw -122976.172829 + Penalty 3332.630525 = -119643.542304
  nChanged 2
		SP:Iteration 8Q (2460.160000 sec): 3 clusters
  Score: Raw -122979.370161 + Penalty 3332.630525 = -119646.739636
  nChanged 2
		SP:Iteration 9Q (2460.160000 sec): 3 clusters
  Score: Raw -122981.373338 + Penalty 3332.630525 = -119648.742814
  nChanged 2
		SP:Iteration 10Q (2460.170000 sec): 3 clusters
  Score: Raw -122985.085806 + Penalty 3332.630525 = -119652.455282
  nChanged 2
		SP:Iteration 11Q (2460.170000 sec): 3 clusters
  Score: Raw -122987.108039 + Penalty 3332.630525 = -119654.477514
  nChanged 2
		SP:Iteration 12Q (2460.170000 sec): 3 clusters
  Score: Raw -122989.552882 + Penalty 3332.630525 = -119656.922358
  nChanged 0
		SP:Iteration 13F (2460.180000 sec): 3 clusters
  Score: Raw -122989.552882 + Penalty 3332.630525 = -119656.922358
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.180000 sec): 2 clusters
  Score: Raw -179904.369306 + Penalty 1762.234960 = -178142.134345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.190000 sec): 3 clusters
  Score: Raw -179594.187608 + Penalty 3524.469920 = -176069.717688
  nChanged 335
		SP:Iteration 1F (2460.190000 sec): 3 clusters
  Score: Raw -179977.976105 + Penalty 3524.469920 = -176453.506185
  nChanged 93
		SP:Iteration 2F (2460.200000 sec): 3 clusters
  Score: Raw -180141.008259 + Penalty 3524.469920 = -176616.538339
  nChanged 42
		SP:Iteration 3Q (2460.200000 sec): 3 clusters
  Score: Raw -180196.355434 + Penalty 3524.469920 = -176671.885514
  nChanged 30
		SP:Iteration 4Q (2460.210000 sec): 3 clusters
  Score: Raw -180232.687030 + Penalty 3524.469920 = -176708.217110
  nChanged 12
		SP:Iteration 5Q (2460.210000 sec): 3 clusters
  Score: Raw -180247.087137 + Penalty 3524.469920 = -176722.617217
  nChanged 18
		SP:Iteration 6Q (2460.220000 sec): 3 clusters
  Score: Raw -180270.720057 + Penalty 3524.469920 = -176746.250137
  nChanged 12
		SP:Iteration 7Q (2460.220000 sec): 3 clusters
  Score: Raw -180285.989446 + Penalty 3524.469920 = -176761.519526
  nChanged 8
		SP:Iteration 8Q (2460.220000 sec): 3 clusters
  Score: Raw -180293.744744 + Penalty 3524.469920 = -176769.274824
  nChanged 5
		SP:Iteration 9Q (2460.230000 sec): 3 clusters
  Score: Raw -180297.290647 + Penalty 3524.469920 = -176772.820727
  nChanged 2
		SP:Iteration 10Q (2460.230000 sec): 3 clusters
  Score: Raw -180299.926895 + Penalty 3524.469920 = -176775.456975
  nChanged 2
		SP:Iteration 11Q (2460.240000 sec): 3 clusters
  Score: Raw -180303.154465 + Penalty 3524.469920 = -176778.684545
  nChanged 0
		SP:Iteration 12F (2460.240000 sec): 3 clusters
  Score: Raw -180303.154465 + Penalty 3524.469920 = -176778.684545
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.250000 sec): 2 clusters
  Score: Raw -22282.278239 + Penalty 1294.648245 = -20987.629995
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.250000 sec): 3 clusters
  Score: Raw -22605.113678 + Penalty 2589.296489 = -20015.817189
  nChanged 24
		SP:Iteration 1F (2460.250000 sec): 3 clusters
  Score: Raw -22711.338339 + Penalty 2589.296489 = -20122.041849
  nChanged 1
		SP:Iteration 2Q (2460.250000 sec): 3 clusters
  Score: Raw -22718.652269 + Penalty 2589.296489 = -20129.355780
  nChanged 1
		SP:Iteration 3Q (2460.250000 sec): 3 clusters
  Score: Raw -22725.181316 + Penalty 2589.296489 = -20135.884827
  nChanged 3
		SP:Iteration 4Q (2460.250000 sec): 3 clusters
  Score: Raw -22742.668963 + Penalty 2589.296489 = -20153.372474
  nChanged 2
		SP:Iteration 5Q (2460.250000 sec): 3 clusters
  Score: Raw -22749.823885 + Penalty 2589.296489 = -20160.527396
  nChanged 0
		SP:Iteration 6F (2460.250000 sec): 3 clusters
  Score: Raw -22749.823885 + Penalty 2589.296489 = -20160.527396
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (2355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.260000 sec): 2 clusters
  Score: Raw -345170.436905 + Penalty 1925.545410 = -343244.891496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.270000 sec): 3 clusters
  Score: Raw -344272.370654 + Penalty 3851.090819 = -340421.279835
  nChanged 765
		SP:Iteration 1F (2460.280000 sec): 3 clusters
  Score: Raw -344792.588436 + Penalty 3851.090819 = -340941.497617
  nChanged 192
		SP:Iteration 2F (2460.290000 sec): 3 clusters
  Score: Raw -344957.097504 + Penalty 3851.090819 = -341106.006685
  nChanged 115
		SP:Iteration 3Q (2460.300000 sec): 3 clusters
  Score: Raw -345052.651885 + Penalty 3851.090819 = -341201.561066
  nChanged 85
		SP:Iteration 4Q (2460.310000 sec): 3 clusters
  Score: Raw -345113.599546 + Penalty 3851.090819 = -341262.508727
  nChanged 70
		SP:Iteration 5Q (2460.320000 sec): 3 clusters
  Score: Raw -345161.545767 + Penalty 3851.090819 = -341310.454947
  nChanged 49
		SP:Iteration 6Q (2460.330000 sec): 3 clusters
  Score: Raw -345199.524459 + Penalty 3851.090819 = -341348.433640
  nChanged 35
		SP:Iteration 7Q (2460.340000 sec): 3 clusters
  Score: Raw -345221.638757 + Penalty 3851.090819 = -341370.547937
  nChanged 28
		SP:Iteration 8Q (2460.350000 sec): 3 clusters
  Score: Raw -345241.188187 + Penalty 3851.090819 = -341390.097368
  nChanged 34
		SP:Iteration 9Q (2460.360000 sec): 3 clusters
  Score: Raw -345265.009037 + Penalty 3851.090819 = -341413.918217
  nChanged 33
		SP:Iteration 10Q (2460.360000 sec): 3 clusters
  Score: Raw -345293.201676 + Penalty 3851.090819 = -341442.110857
  nChanged 35
		SP:Iteration 11Q (2460.380000 sec): 3 clusters
  Score: Raw -345321.617041 + Penalty 3851.090819 = -341470.526222
  nChanged 36
		SP:Iteration 12Q (2460.380000 sec): 3 clusters
  Score: Raw -345347.245224 + Penalty 3851.090819 = -341496.154405
  nChanged 26
		SP:Iteration 13Q (2460.390000 sec): 3 clusters
  Score: Raw -345365.934449 + Penalty 3851.090819 = -341514.843630
  nChanged 26
		SP:Iteration 14Q (2460.400000 sec): 3 clusters
  Score: Raw -345391.324336 + Penalty 3851.090819 = -341540.233516
  nChanged 32
		SP:Iteration 15Q (2460.410000 sec): 3 clusters
  Score: Raw -345416.960715 + Penalty 3851.090819 = -341565.869896
  nChanged 36
		SP:Iteration 16Q (2460.420000 sec): 3 clusters
  Score: Raw -345450.792094 + Penalty 3851.090819 = -341599.701275
  nChanged 33
		SP:Iteration 17Q (2460.430000 sec): 3 clusters
  Score: Raw -345480.792008 + Penalty 3851.090819 = -341629.701188
  nChanged 35
		SP:Iteration 18Q (2460.440000 sec): 3 clusters
  Score: Raw -345515.955141 + Penalty 3851.090819 = -341664.864322
  nChanged 46
		SP:Iteration 19Q (2460.450000 sec): 3 clusters
  Score: Raw -345550.508882 + Penalty 3851.090819 = -341699.418063
  nChanged 33
		SP:Iteration 20F (2460.460000 sec): 3 clusters
  Score: Raw -345575.229250 + Penalty 3851.090819 = -341724.138431
  nChanged 31
		SP:Iteration 21Q (2460.470000 sec): 3 clusters
  Score: Raw -345601.792079 + Penalty 3851.090819 = -341750.701260
  nChanged 32
		SP:Iteration 22Q (2460.480000 sec): 3 clusters
  Score: Raw -345635.564884 + Penalty 3851.090819 = -341784.474065
  nChanged 41
		SP:Iteration 23Q (2460.480000 sec): 3 clusters
  Score: Raw -345680.426816 + Penalty 3851.090819 = -341829.335996
  nChanged 37
		SP:Iteration 24Q (2460.490000 sec): 3 clusters
  Score: Raw -345722.385852 + Penalty 3851.090819 = -341871.295033
  nChanged 38
		SP:Iteration 25Q (2460.500000 sec): 3 clusters
  Score: Raw -345762.908657 + Penalty 3851.090819 = -341911.817837
  nChanged 30
		SP:Iteration 26Q (2460.510000 sec): 3 clusters
  Score: Raw -345795.520419 + Penalty 3851.090819 = -341944.429600
  nChanged 32
		SP:Iteration 27Q (2460.520000 sec): 3 clusters
  Score: Raw -345822.502841 + Penalty 3851.090819 = -341971.412021
  nChanged 21
		SP:Iteration 28Q (2460.530000 sec): 3 clusters
  Score: Raw -345835.993581 + Penalty 3851.090819 = -341984.902761
  nChanged 17
		SP:Iteration 29Q (2460.540000 sec): 3 clusters
  Score: Raw -345845.778215 + Penalty 3851.090819 = -341994.687395
  nChanged 18
		SP:Iteration 30Q (2460.540000 sec): 3 clusters
  Score: Raw -345860.664185 + Penalty 3851.090819 = -342009.573365
  nChanged 12
		SP:Iteration 31Q (2460.550000 sec): 3 clusters
  Score: Raw -345868.284473 + Penalty 3851.090819 = -342017.193654
  nChanged 9
		SP:Iteration 32Q (2460.560000 sec): 3 clusters
  Score: Raw -345873.569146 + Penalty 3851.090819 = -342022.478326
  nChanged 7
		SP:Iteration 33Q (2460.570000 sec): 3 clusters
  Score: Raw -345876.012430 + Penalty 3851.090819 = -342024.921611
  nChanged 7
		SP:Iteration 34Q (2460.580000 sec): 3 clusters
  Score: Raw -345880.974197 + Penalty 3851.090819 = -342029.883378
  nChanged 7
		SP:Iteration 35Q (2460.590000 sec): 3 clusters
  Score: Raw -345883.556993 + Penalty 3851.090819 = -342032.466173
  nChanged 7
		SP:Iteration 36Q (2460.600000 sec): 3 clusters
  Score: Raw -345888.988780 + Penalty 3851.090819 = -342037.897961
  nChanged 2
		SP:Iteration 37Q (2460.600000 sec): 3 clusters
  Score: Raw -345889.532914 + Penalty 3851.090819 = -342038.442094
  nChanged 0
		SP:Iteration 38F (2460.610000 sec): 3 clusters
  Score: Raw -345889.532914 + Penalty 3851.090819 = -342038.442094
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.620000 sec): 2 clusters
  Score: Raw -77809.852459 + Penalty 1571.093454 = -76238.759005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.620000 sec): 3 clusters
  Score: Raw -77840.518511 + Penalty 3142.186909 = -74698.331602
  nChanged 122
		SP:Iteration 1F (2460.620000 sec): 3 clusters
  Score: Raw -78100.053646 + Penalty 3142.186909 = -74957.866737
  nChanged 23
		SP:Iteration 2Q (2460.620000 sec): 3 clusters
  Score: Raw -78198.640470 + Penalty 3142.186909 = -75056.453562
  nChanged 16
		SP:Iteration 3Q (2460.630000 sec): 3 clusters
  Score: Raw -78274.517664 + Penalty 3142.186909 = -75132.330755
  nChanged 20
		SP:Iteration 4Q (2460.630000 sec): 3 clusters
  Score: Raw -78364.955844 + Penalty 3142.186909 = -75222.768935
  nChanged 24
		SP:Iteration 5Q (2460.630000 sec): 3 clusters
  Score: Raw -78418.990008 + Penalty 3142.186909 = -75276.803099
  nChanged 13
		SP:Iteration 6Q (2460.630000 sec): 3 clusters
  Score: Raw -78451.594584 + Penalty 3142.186909 = -75309.407675
  nChanged 18
		SP:Iteration 7Q (2460.640000 sec): 3 clusters
  Score: Raw -78496.001003 + Penalty 3142.186909 = -75353.814094
  nChanged 22
		SP:Iteration 8Q (2460.640000 sec): 3 clusters
  Score: Raw -78545.478291 + Penalty 3142.186909 = -75403.291382
  nChanged 23
		SP:Iteration 9Q (2460.640000 sec): 3 clusters
  Score: Raw -78596.774121 + Penalty 3142.186909 = -75454.587212
  nChanged 19
		SP:Iteration 10Q (2460.640000 sec): 3 clusters
  Score: Raw -78655.893029 + Penalty 3142.186909 = -75513.706121
  nChanged 17
		SP:Iteration 11Q (2460.640000 sec): 3 clusters
  Score: Raw -78724.793165 + Penalty 3142.186909 = -75582.606257
  nChanged 11
		SP:Iteration 12Q (2460.640000 sec): 3 clusters
  Score: Raw -78776.547913 + Penalty 3142.186909 = -75634.361004
  nChanged 5
		SP:Iteration 13Q (2460.650000 sec): 3 clusters
  Score: Raw -78794.492386 + Penalty 3142.186909 = -75652.305478
  nChanged 1
		SP:Iteration 14Q (2460.650000 sec): 3 clusters
  Score: Raw -78801.517055 + Penalty 3142.186909 = -75659.330147
  nChanged 2
		SP:Iteration 15Q (2460.650000 sec): 3 clusters
  Score: Raw -78808.845555 + Penalty 3142.186909 = -75666.658646
  nChanged 3
		SP:Iteration 16Q (2460.650000 sec): 3 clusters
  Score: Raw -78821.791201 + Penalty 3142.186909 = -75679.604293
  nChanged 2
		SP:Iteration 17Q (2460.660000 sec): 3 clusters
  Score: Raw -78825.329950 + Penalty 3142.186909 = -75683.143041
  nChanged 0
		SP:Iteration 18F (2460.660000 sec): 3 clusters
  Score: Raw -78825.329950 + Penalty 3142.186909 = -75683.143041
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.720000 sec): 2 clusters
  Score: Raw -2459821.203206 + Penalty 2427.025162 = -2457394.178045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.800000 sec): 3 clusters
  Score: Raw -2449576.125086 + Penalty 4854.050323 = -2444722.074763
  nChanged 7748
		SP:Iteration 1F (2460.870000 sec): 3 clusters
  Score: Raw -2453828.786920 + Penalty 4854.050323 = -2448974.736597
  nChanged 983
		SP:Iteration 2F (2460.950000 sec): 3 clusters
  Score: Raw -2454214.024259 + Penalty 4854.050323 = -2449359.973935
  nChanged 828
		SP:Iteration 3Q (2461.020000 sec): 3 clusters
  Score: Raw -2454527.482018 + Penalty 4854.050323 = -2449673.431695
  nChanged 712
		SP:Iteration 4Q (2461.100000 sec): 3 clusters
  Score: Raw -2454811.353151 + Penalty 4854.050323 = -2449957.302828
  nChanged 719
		SP:Iteration 5Q (2461.180000 sec): 3 clusters
  Score: Raw -2455107.366366 + Penalty 4854.050323 = -2450253.316043
  nChanged 711
		SP:Iteration 6Q (2461.250000 sec): 3 clusters
  Score: Raw -2455421.547099 + Penalty 4854.050323 = -2450567.496776
  nChanged 700
		SP:Iteration 7Q (2461.320000 sec): 3 clusters
  Score: Raw -2455755.204115 + Penalty 4854.050323 = -2450901.153792
  nChanged 716
		SP:Iteration 8Q (2461.400000 sec): 3 clusters
  Score: Raw -2456140.857054 + Penalty 4854.050323 = -2451286.806730
  nChanged 744
		SP:Iteration 9Q (2461.460000 sec): 3 clusters
  Score: Raw -2456543.482626 + Penalty 4854.050323 = -2451689.432303
  nChanged 753
		SP:Iteration 10Q (2461.530000 sec): 3 clusters
  Score: Raw -2456941.567754 + Penalty 4854.050323 = -2452087.517431
  nChanged 684
		SP:Iteration 11Q (2461.600000 sec): 3 clusters
  Score: Raw -2457310.890626 + Penalty 4854.050323 = -2452456.840303
  nChanged 611
		SP:Iteration 12Q (2461.660000 sec): 3 clusters
  Score: Raw -2457610.375093 + Penalty 4854.050323 = -2452756.324770
  nChanged 539
		SP:Iteration 13Q (2461.720000 sec): 3 clusters
  Score: Raw -2457860.876031 + Penalty 4854.050323 = -2453006.825708
  nChanged 445
		SP:Iteration 14Q (2461.790000 sec): 3 clusters
  Score: Raw -2458058.437223 + Penalty 4854.050323 = -2453204.386900
  nChanged 382
		SP:Iteration 15Q (2461.850000 sec): 3 clusters
  Score: Raw -2458220.948707 + Penalty 4854.050323 = -2453366.898383
  nChanged 335
		SP:Iteration 16Q (2461.910000 sec): 3 clusters
  Score: Raw -2458355.574494 + Penalty 4854.050323 = -2453501.524171
  nChanged 291
		SP:Iteration 17Q (2461.970000 sec): 3 clusters
  Score: Raw -2458464.472047 + Penalty 4854.050323 = -2453610.421724
  nChanged 267
		SP:Iteration 18Q (2462.040000 sec): 3 clusters
  Score: Raw -2458572.707027 + Penalty 4854.050323 = -2453718.656704
  nChanged 232
		SP:Iteration 19Q (2462.100000 sec): 3 clusters
  Score: Raw -2458660.771126 + Penalty 4854.050323 = -2453806.720803
  nChanged 234
		SP:Iteration 20F (2462.160000 sec): 3 clusters
  Score: Raw -2458736.820717 + Penalty 4854.050323 = -2453882.770394
  nChanged 195
		SP:Iteration 21Q (2462.220000 sec): 3 clusters
  Score: Raw -2458800.070334 + Penalty 4854.050323 = -2453946.020011
  nChanged 215
		SP:Iteration 22Q (2462.280000 sec): 3 clusters
  Score: Raw -2458869.918480 + Penalty 4854.050323 = -2454015.868157
  nChanged 188
		SP:Iteration 23Q (2462.340000 sec): 3 clusters
  Score: Raw -2458931.752319 + Penalty 4854.050323 = -2454077.701996
  nChanged 177
		SP:Iteration 24Q (2462.400000 sec): 3 clusters
  Score: Raw -2458998.799994 + Penalty 4854.050323 = -2454144.749671
  nChanged 187
		SP:Iteration 25Q (2462.450000 sec): 3 clusters
  Score: Raw -2459066.702205 + Penalty 4854.050323 = -2454212.651881
  nChanged 166
		SP:Iteration 26Q (2462.510000 sec): 3 clusters
  Score: Raw -2459127.425675 + Penalty 4854.050323 = -2454273.375352
  nChanged 174
		SP:Iteration 27Q (2462.570000 sec): 3 clusters
  Score: Raw -2459194.583808 + Penalty 4854.050323 = -2454340.533485
  nChanged 173
		SP:Iteration 28Q (2462.620000 sec): 3 clusters
  Score: Raw -2459259.281702 + Penalty 4854.050323 = -2454405.231378
  nChanged 177
		SP:Iteration 29Q (2462.680000 sec): 3 clusters
  Score: Raw -2459327.191554 + Penalty 4854.050323 = -2454473.141231
  nChanged 154
		SP:Iteration 30Q (2462.740000 sec): 3 clusters
  Score: Raw -2459386.594900 + Penalty 4854.050323 = -2454532.544577
  nChanged 159
		SP:Iteration 31Q (2462.790000 sec): 3 clusters
  Score: Raw -2459458.681768 + Penalty 4854.050323 = -2454604.631445
  nChanged 149
		SP:Iteration 32Q (2462.840000 sec): 3 clusters
  Score: Raw -2459527.218068 + Penalty 4854.050323 = -2454673.167745
  nChanged 137
		SP:Iteration 33Q (2462.900000 sec): 3 clusters
  Score: Raw -2459588.977060 + Penalty 4854.050323 = -2454734.926737
  nChanged 148
		SP:Iteration 34Q (2462.950000 sec): 3 clusters
  Score: Raw -2459653.373590 + Penalty 4854.050323 = -2454799.323266
  nChanged 134
		SP:Iteration 35Q (2463.010000 sec): 3 clusters
  Score: Raw -2459720.081801 + Penalty 4854.050323 = -2454866.031478
  nChanged 117
		SP:Iteration 36Q (2463.060000 sec): 3 clusters
  Score: Raw -2459782.256407 + Penalty 4854.050323 = -2454928.206083
  nChanged 125
		SP:Iteration 37Q (2463.110000 sec): 3 clusters
  Score: Raw -2459849.451966 + Penalty 4854.050323 = -2454995.401643
  nChanged 127
		SP:Iteration 38Q (2463.160000 sec): 3 clusters
  Score: Raw -2459905.947852 + Penalty 4854.050323 = -2455051.897528
  nChanged 99
		SP:Iteration 39Q (2463.220000 sec): 3 clusters
  Score: Raw -2459959.676636 + Penalty 4854.050323 = -2455105.626313
  nChanged 102
		SP:Iteration 40F (2463.280000 sec): 3 clusters
  Score: Raw -2460018.159460 + Penalty 4854.050323 = -2455164.109137
  nChanged 88
		SP:Iteration 41Q (2463.340000 sec): 3 clusters
  Score: Raw -2460069.457698 + Penalty 4854.050323 = -2455215.407375
  nChanged 64
		SP:Iteration 42Q (2463.380000 sec): 3 clusters
  Score: Raw -2460109.277147 + Penalty 4854.050323 = -2455255.226824
  nChanged 60
		SP:Iteration 43Q (2463.440000 sec): 3 clusters
  Score: Raw -2460137.064868 + Penalty 4854.050323 = -2455283.014544
  nChanged 48
		SP:Iteration 44Q (2463.490000 sec): 3 clusters
  Score: Raw -2460159.786677 + Penalty 4854.050323 = -2455305.736353
  nChanged 42
		SP:Iteration 45Q (2463.540000 sec): 3 clusters
  Score: Raw -2460181.411001 + Penalty 4854.050323 = -2455327.360678
  nChanged 33
		SP:Iteration 46Q (2463.590000 sec): 3 clusters
  Score: Raw -2460195.762372 + Penalty 4854.050323 = -2455341.712049
  nChanged 23
		SP:Iteration 47Q (2463.640000 sec): 3 clusters
  Score: Raw -2460207.972488 + Penalty 4854.050323 = -2455353.922165
  nChanged 30
		SP:Iteration 48Q (2463.690000 sec): 3 clusters
  Score: Raw -2460223.974241 + Penalty 4854.050323 = -2455369.923918
  nChanged 31
		SP:Iteration 49Q (2463.740000 sec): 3 clusters
  Score: Raw -2460239.788461 + Penalty 4854.050323 = -2455385.738138
  nChanged 32
		SP:Iteration 50Q (2463.790000 sec): 3 clusters
  Score: Raw -2460259.208636 + Penalty 4854.050323 = -2455405.158312
  nChanged 24
		SP:Iteration 51Q (2463.840000 sec): 3 clusters
  Score: Raw -2460274.755355 + Penalty 4854.050323 = -2455420.705032
  nChanged 21
		SP:Iteration 52Q (2463.890000 sec): 3 clusters
  Score: Raw -2460285.812769 + Penalty 4854.050323 = -2455431.762446
  nChanged 18
		SP:Iteration 53Q (2463.940000 sec): 3 clusters
  Score: Raw -2460295.983830 + Penalty 4854.050323 = -2455441.933507
  nChanged 16
		SP:Iteration 54Q (2463.990000 sec): 3 clusters
  Score: Raw -2460304.653251 + Penalty 4854.050323 = -2455450.602928
  nChanged 18
		SP:Iteration 55Q (2464.040000 sec): 3 clusters
  Score: Raw -2460313.522930 + Penalty 4854.050323 = -2455459.472607
  nChanged 12
		SP:Iteration 56Q (2464.090000 sec): 3 clusters
  Score: Raw -2460318.787722 + Penalty 4854.050323 = -2455464.737398
  nChanged 12
		SP:Iteration 57Q (2464.140000 sec): 3 clusters
  Score: Raw -2460325.008095 + Penalty 4854.050323 = -2455470.957772
  nChanged 11
		SP:Iteration 58Q (2464.180000 sec): 3 clusters
  Score: Raw -2460330.357231 + Penalty 4854.050323 = -2455476.306908
  nChanged 9
		SP:Iteration 59Q (2464.230000 sec): 3 clusters
  Score: Raw -2460334.257123 + Penalty 4854.050323 = -2455480.206800
  nChanged 9
		SP:Iteration 60F (2464.300000 sec): 3 clusters
  Score: Raw -2460337.769419 + Penalty 4854.050323 = -2455483.719095
  nChanged 4
		SP:Iteration 61Q (2464.350000 sec): 3 clusters
  Score: Raw -2460340.536719 + Penalty 4854.050323 = -2455486.486396
  nChanged 9
		SP:Iteration 62Q (2464.400000 sec): 3 clusters
  Score: Raw -2460344.370165 + Penalty 4854.050323 = -2455490.319842
  nChanged 4
		SP:Iteration 63Q (2464.450000 sec): 3 clusters
  Score: Raw -2460346.248943 + Penalty 4854.050323 = -2455492.198620
  nChanged 4
		SP:Iteration 64Q (2464.500000 sec): 3 clusters
  Score: Raw -2460348.167786 + Penalty 4854.050323 = -2455494.117463
  nChanged 2
		SP:Iteration 65Q (2464.540000 sec): 3 clusters
  Score: Raw -2460348.961917 + Penalty 4854.050323 = -2455494.911594
  nChanged 1
		SP:Iteration 66Q (2464.590000 sec): 3 clusters
  Score: Raw -2460349.408144 + Penalty 4854.050323 = -2455495.357821
  nChanged 1
		SP:Iteration 67Q (2464.640000 sec): 3 clusters
  Score: Raw -2460349.823461 + Penalty 4854.050323 = -2455495.773138
  nChanged 1
		SP:Iteration 68Q (2464.690000 sec): 3 clusters
  Score: Raw -2460350.147032 + Penalty 4854.050323 = -2455496.096709
  nChanged 0
		SP:Iteration 69F (2464.760000 sec): 3 clusters
  Score: Raw -2460350.147032 + Penalty 4854.050323 = -2455496.096709
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2464.780000 sec): 2 clusters
  Score: Raw -1055292.487816 + Penalty 2202.419695 = -1053090.068122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2464.810000 sec): 3 clusters
  Score: Raw -1051589.137129 + Penalty 4404.839390 = -1047184.297739
  nChanged 2884
		SP:Iteration 1F (2464.840000 sec): 3 clusters
  Score: Raw -1053189.574291 + Penalty 4404.839390 = -1048784.734901
  nChanged 495
		SP:Iteration 2F (2464.860000 sec): 3 clusters
  Score: Raw -1053437.781389 + Penalty 4404.839390 = -1049032.941999
  nChanged 339
		SP:Iteration 3Q (2464.890000 sec): 3 clusters
  Score: Raw -1053599.357947 + Penalty 4404.839390 = -1049194.518558
  nChanged 268
		SP:Iteration 4Q (2464.920000 sec): 3 clusters
  Score: Raw -1053712.777363 + Penalty 4404.839390 = -1049307.937974
  nChanged 224
		SP:Iteration 5Q (2464.940000 sec): 3 clusters
  Score: Raw -1053818.113267 + Penalty 4404.839390 = -1049413.273877
  nChanged 207
		SP:Iteration 6Q (2464.970000 sec): 3 clusters
  Score: Raw -1053903.348703 + Penalty 4404.839390 = -1049498.509313
  nChanged 174
		SP:Iteration 7Q (2465.000000 sec): 3 clusters
  Score: Raw -1053980.709418 + Penalty 4404.839390 = -1049575.870028
  nChanged 175
		SP:Iteration 8Q (2465.020000 sec): 3 clusters
  Score: Raw -1054056.482471 + Penalty 4404.839390 = -1049651.643081
  nChanged 182
		SP:Iteration 9Q (2465.050000 sec): 3 clusters
  Score: Raw -1054161.099858 + Penalty 4404.839390 = -1049756.260468
  nChanged 187
		SP:Iteration 10Q (2465.080000 sec): 3 clusters
  Score: Raw -1054268.368836 + Penalty 4404.839390 = -1049863.529447
  nChanged 188
		SP:Iteration 11Q (2465.100000 sec): 3 clusters
  Score: Raw -1054366.874341 + Penalty 4404.839390 = -1049962.034951
  nChanged 188
		SP:Iteration 12Q (2465.130000 sec): 3 clusters
  Score: Raw -1054471.818837 + Penalty 4404.839390 = -1050066.979447
  nChanged 191
		SP:Iteration 13Q (2465.160000 sec): 3 clusters
  Score: Raw -1054563.158454 + Penalty 4404.839390 = -1050158.319064
  nChanged 154
		SP:Iteration 14Q (2465.180000 sec): 3 clusters
  Score: Raw -1054649.381265 + Penalty 4404.839390 = -1050244.541876
  nChanged 188
		SP:Iteration 15Q (2465.200000 sec): 3 clusters
  Score: Raw -1054740.503172 + Penalty 4404.839390 = -1050335.663782
  nChanged 165
		SP:Iteration 16Q (2465.230000 sec): 3 clusters
  Score: Raw -1054820.744797 + Penalty 4404.839390 = -1050415.905407
  nChanged 140
		SP:Iteration 17Q (2465.260000 sec): 3 clusters
  Score: Raw -1054892.117199 + Penalty 4404.839390 = -1050487.277809
  nChanged 114
		SP:Iteration 18Q (2465.280000 sec): 3 clusters
  Score: Raw -1054953.290858 + Penalty 4404.839390 = -1050548.451468
  nChanged 141
		SP:Iteration 19Q (2465.310000 sec): 3 clusters
  Score: Raw -1055023.018149 + Penalty 4404.839390 = -1050618.178759
  nChanged 129
		SP:Iteration 20F (2465.330000 sec): 3 clusters
  Score: Raw -1055087.036141 + Penalty 4404.839390 = -1050682.196752
  nChanged 111
		SP:Iteration 21Q (2465.360000 sec): 3 clusters
  Score: Raw -1055141.257819 + Penalty 4404.839390 = -1050736.418430
  nChanged 116
		SP:Iteration 22Q (2465.380000 sec): 3 clusters
  Score: Raw -1055191.657275 + Penalty 4404.839390 = -1050786.817885
  nChanged 105
		SP:Iteration 23Q (2465.410000 sec): 3 clusters
  Score: Raw -1055241.617524 + Penalty 4404.839390 = -1050836.778134
  nChanged 94
		SP:Iteration 24Q (2465.430000 sec): 3 clusters
  Score: Raw -1055281.806168 + Penalty 4404.839390 = -1050876.966778
  nChanged 76
		SP:Iteration 25Q (2465.460000 sec): 3 clusters
  Score: Raw -1055314.326813 + Penalty 4404.839390 = -1050909.487423
  nChanged 71
		SP:Iteration 26Q (2465.480000 sec): 3 clusters
  Score: Raw -1055343.333019 + Penalty 4404.839390 = -1050938.493630
  nChanged 72
		SP:Iteration 27Q (2465.500000 sec): 3 clusters
  Score: Raw -1055374.796702 + Penalty 4404.839390 = -1050969.957312
  nChanged 54
		SP:Iteration 28Q (2465.530000 sec): 3 clusters
  Score: Raw -1055395.038564 + Penalty 4404.839390 = -1050990.199175
  nChanged 52
		SP:Iteration 29Q (2465.550000 sec): 3 clusters
  Score: Raw -1055414.696730 + Penalty 4404.839390 = -1051009.857340
  nChanged 42
		SP:Iteration 30Q (2465.580000 sec): 3 clusters
  Score: Raw -1055430.041607 + Penalty 4404.839390 = -1051025.202217
  nChanged 35
		SP:Iteration 31Q (2465.600000 sec): 3 clusters
  Score: Raw -1055440.124832 + Penalty 4404.839390 = -1051035.285442
  nChanged 28
		SP:Iteration 32Q (2465.620000 sec): 3 clusters
  Score: Raw -1055447.185194 + Penalty 4404.839390 = -1051042.345804
  nChanged 23
		SP:Iteration 33Q (2465.650000 sec): 3 clusters
  Score: Raw -1055452.635048 + Penalty 4404.839390 = -1051047.795658
  nChanged 14
		SP:Iteration 34Q (2465.670000 sec): 3 clusters
  Score: Raw -1055456.451870 + Penalty 4404.839390 = -1051051.612480
  nChanged 15
		SP:Iteration 35Q (2465.700000 sec): 3 clusters
  Score: Raw -1055460.053209 + Penalty 4404.839390 = -1051055.213819
  nChanged 8
		SP:Iteration 36Q (2465.720000 sec): 3 clusters
  Score: Raw -1055461.372428 + Penalty 4404.839390 = -1051056.533039
  nChanged 7
		SP:Iteration 37Q (2465.740000 sec): 3 clusters
  Score: Raw -1055462.429931 + Penalty 4404.839390 = -1051057.590542
  nChanged 1
		SP:Iteration 38Q (2465.770000 sec): 3 clusters
  Score: Raw -1055462.513034 + Penalty 4404.839390 = -1051057.673644
  nChanged 3
		SP:Iteration 39Q (2465.790000 sec): 3 clusters
  Score: Raw -1055463.289305 + Penalty 4404.839390 = -1051058.449915
  nChanged 4
		SP:Iteration 40F (2465.820000 sec): 3 clusters
  Score: Raw -1055464.119871 + Penalty 4404.839390 = -1051059.280481
  nChanged 3
		SP:Iteration 41Q (2465.840000 sec): 3 clusters
  Score: Raw -1055464.632871 + Penalty 4404.839390 = -1051059.793481
  nChanged 2
		SP:Iteration 42Q (2465.870000 sec): 3 clusters
  Score: Raw -1055464.918051 + Penalty 4404.839390 = -1051060.078662
  nChanged 0
		SP:Iteration 43F (2465.890000 sec): 3 clusters
  Score: Raw -1055464.918051 + Penalty 4404.839390 = -1051060.078662
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (100023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2466.240000 sec): 2 clusters
  Score: Raw -14781034.940406 + Penalty 2855.262549 = -14778179.677858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2466.620000 sec): 3 clusters
  Score: Raw -14717072.382328 + Penalty 5710.525098 = -14711361.857231
  nChanged 47107
		SP:Iteration 1F (2467.000000 sec): 3 clusters
  Score: Raw -14743432.637807 + Penalty 5710.525098 = -14737722.112710
  nChanged 3237
		SP:Iteration 2Q (2467.380000 sec): 3 clusters
  Score: Raw -14744191.325646 + Penalty 5710.525098 = -14738480.800548
  nChanged 3338
		SP:Iteration 3Q (2467.770000 sec): 3 clusters
  Score: Raw -14745066.514005 + Penalty 5710.525098 = -14739355.988907
  nChanged 3630
		SP:Iteration 4Q (2468.150000 sec): 3 clusters
  Score: Raw -14746217.130465 + Penalty 5710.525098 = -14740506.605367
  nChanged 4348
		SP:Iteration 5Q (2468.530000 sec): 3 clusters
  Score: Raw -14748030.303894 + Penalty 5710.525098 = -14742319.778797
  nChanged 5608
		SP:Iteration 6F (2468.910000 sec): 3 clusters
  Score: Raw -14751141.096314 + Penalty 5710.525098 = -14745430.571216
  nChanged 7093
		SP:Iteration 7F (2469.280000 sec): 3 clusters
  Score: Raw -14756173.380245 + Penalty 5710.525098 = -14750462.855147
  nChanged 8115
		SP:Iteration 8F (2469.660000 sec): 3 clusters
  Score: Raw -14763042.319986 + Penalty 5710.525098 = -14757331.794888
  nChanged 7639
		SP:Iteration 9F (2470.030000 sec): 3 clusters
  Score: Raw -14770124.534967 + Penalty 5710.525098 = -14764414.009870
  nChanged 5830
		SP:Iteration 10F (2470.410000 sec): 3 clusters
  Score: Raw -14775640.553666 + Penalty 5710.525098 = -14769930.028569
  nChanged 3374
		SP:Iteration 11Q (2470.760000 sec): 3 clusters
  Score: Raw -14778721.024325 + Penalty 5710.525098 = -14773010.499228
  nChanged 1675
		SP:Iteration 12Q (2471.080000 sec): 3 clusters
  Score: Raw -14780190.620199 + Penalty 5710.525098 = -14774480.095101
  nChanged 733
		SP:Iteration 13Q (2471.380000 sec): 3 clusters
  Score: Raw -14780806.406346 + Penalty 5710.525098 = -14775095.881249
  nChanged 290
		SP:Iteration 14Q (2471.660000 sec): 3 clusters
  Score: Raw -14781070.659063 + Penalty 5710.525098 = -14775360.133965
  nChanged 152
		SP:Iteration 15Q (2471.930000 sec): 3 clusters
  Score: Raw -14781199.968556 + Penalty 5710.525098 = -14775489.443459
  nChanged 75
		SP:Iteration 16Q (2472.200000 sec): 3 clusters
  Score: Raw -14781264.945925 + Penalty 5710.525098 = -14775554.420828
  nChanged 49
		SP:Iteration 17Q (2472.470000 sec): 3 clusters
  Score: Raw -14781313.412647 + Penalty 5710.525098 = -14775602.887549
  nChanged 27
		SP:Iteration 18Q (2472.740000 sec): 3 clusters
  Score: Raw -14781339.610662 + Penalty 5710.525098 = -14775629.085565
  nChanged 17
		SP:Iteration 19Q (2473.010000 sec): 3 clusters
  Score: Raw -14781355.153864 + Penalty 5710.525098 = -14775644.628767
  nChanged 16
		SP:Iteration 20F (2473.370000 sec): 3 clusters
  Score: Raw -14781369.257370 + Penalty 5710.525098 = -14775658.732272
  nChanged 13
		SP:Iteration 21Q (2473.640000 sec): 3 clusters
  Score: Raw -14781381.470074 + Penalty 5710.525098 = -14775670.944977
  nChanged 9
		SP:Iteration 22Q (2473.910000 sec): 3 clusters
  Score: Raw -14781391.782282 + Penalty 5710.525098 = -14775681.257185
  nChanged 10
		SP:Iteration 23Q (2474.170000 sec): 3 clusters
  Score: Raw -14781405.536957 + Penalty 5710.525098 = -14775695.011859
  nChanged 10
		SP:Iteration 24Q (2474.440000 sec): 3 clusters
  Score: Raw -14781414.150146 + Penalty 5710.525098 = -14775703.625048
  nChanged 10
		SP:Iteration 25Q (2474.700000 sec): 3 clusters
  Score: Raw -14781424.239110 + Penalty 5710.525098 = -14775713.714012
  nChanged 9
		SP:Iteration 26Q (2474.970000 sec): 3 clusters
  Score: Raw -14781431.419405 + Penalty 5710.525098 = -14775720.894308
  nChanged 6
		SP:Iteration 27Q (2475.230000 sec): 3 clusters
  Score: Raw -14781437.004049 + Penalty 5710.525098 = -14775726.478952
  nChanged 7
		SP:Iteration 28Q (2475.490000 sec): 3 clusters
  Score: Raw -14781445.585401 + Penalty 5710.525098 = -14775735.060304
  nChanged 4
		SP:Iteration 29Q (2475.760000 sec): 3 clusters
  Score: Raw -14781449.213386 + Penalty 5710.525098 = -14775738.688288
  nChanged 4
		SP:Iteration 30Q (2476.020000 sec): 3 clusters
  Score: Raw -14781453.479901 + Penalty 5710.525098 = -14775742.954804
  nChanged 5
		SP:Iteration 31Q (2476.290000 sec): 3 clusters
  Score: Raw -14781457.364866 + Penalty 5710.525098 = -14775746.839769
  nChanged 5
		SP:Iteration 32Q (2476.550000 sec): 3 clusters
  Score: Raw -14781461.992698 + Penalty 5710.525098 = -14775751.467601
  nChanged 2
		SP:Iteration 33Q (2476.810000 sec): 3 clusters
  Score: Raw -14781465.368115 + Penalty 5710.525098 = -14775754.843017
  nChanged 4
		SP:Iteration 34Q (2477.080000 sec): 3 clusters
  Score: Raw -14781468.536598 + Penalty 5710.525098 = -14775758.011501
  nChanged 1
		SP:Iteration 35Q (2477.340000 sec): 3 clusters
  Score: Raw -14781469.453504 + Penalty 5710.525098 = -14775758.928407
  nChanged 1
		SP:Iteration 36Q (2477.600000 sec): 3 clusters
  Score: Raw -14781470.213288 + Penalty 5710.525098 = -14775759.688190
  nChanged 0
		SP:Iteration 37F (2477.970000 sec): 3 clusters
  Score: Raw -14781470.213288 + Penalty 5710.525098 = -14775759.688190
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (258745 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2478.810000 sec): 2 clusters
  Score: Raw -38294901.842337 + Penalty 3090.972378 = -38291810.869958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2479.790000 sec): 3 clusters
  Score: Raw -38123989.412410 + Penalty 6181.944757 = -38117807.467653
  nChanged 125301
		SP:Iteration 1F (2480.770000 sec): 3 clusters
  Score: Raw -38197609.122631 + Penalty 6181.944757 = -38191427.177875
  nChanged 6652
		SP:Iteration 2Q (2481.760000 sec): 3 clusters
  Score: Raw -38198854.424568 + Penalty 6181.944757 = -38192672.479812
  nChanged 7129
		SP:Iteration 3Q (2482.760000 sec): 3 clusters
  Score: Raw -38200430.774583 + Penalty 6181.944757 = -38194248.829826
  nChanged 8088
		SP:Iteration 4Q (2483.760000 sec): 3 clusters
  Score: Raw -38202493.283340 + Penalty 6181.944757 = -38196311.338583
  nChanged 9205
		SP:Iteration 5Q (2484.760000 sec): 3 clusters
  Score: Raw -38205318.457073 + Penalty 6181.944757 = -38199136.512316
  nChanged 10523
		SP:Iteration 6Q (2485.750000 sec): 3 clusters
  Score: Raw -38209120.067881 + Penalty 6181.944757 = -38202938.123124
  nChanged 12006
		SP:Iteration 7Q (2486.750000 sec): 3 clusters
  Score: Raw -38214329.978670 + Penalty 6181.944757 = -38208148.033913
  nChanged 13211
		SP:Iteration 8F (2487.720000 sec): 3 clusters
  Score: Raw -38220888.850321 + Penalty 6181.944757 = -38214706.905564
  nChanged 14129
		SP:Iteration 9F (2488.700000 sec): 3 clusters
  Score: Raw -38229033.279151 + Penalty 6181.944757 = -38222851.334394
  nChanged 14169
		SP:Iteration 10F (2489.670000 sec): 3 clusters
  Score: Raw -38238122.215046 + Penalty 6181.944757 = -38231940.270289
  nChanged 13362
		SP:Iteration 11F (2490.640000 sec): 3 clusters
  Score: Raw -38246822.657799 + Penalty 6181.944757 = -38240640.713042
  nChanged 11209
		SP:Iteration 12Q (2491.620000 sec): 3 clusters
  Score: Raw -38252740.952606 + Penalty 6181.944757 = -38246559.007850
  nChanged 7945
		SP:Iteration 13Q (2492.580000 sec): 3 clusters
  Score: Raw -38255783.365908 + Penalty 6181.944757 = -38249601.421152
  nChanged 5419
		SP:Iteration 14Q (2493.520000 sec): 3 clusters
  Score: Raw -38257587.333003 + Penalty 6181.944757 = -38251405.388247
  nChanged 4634
		SP:Iteration 15Q (2494.450000 sec): 3 clusters
  Score: Raw -38259173.546858 + Penalty 6181.944757 = -38252991.602101
  nChanged 4823
		SP:Iteration 16Q (2495.380000 sec): 3 clusters
  Score: Raw -38260899.951502 + Penalty 6181.944757 = -38254718.006745
  nChanged 4958
		SP:Iteration 17Q (2496.310000 sec): 3 clusters
  Score: Raw -38262791.746885 + Penalty 6181.944757 = -38256609.802128
  nChanged 5107
		SP:Iteration 18Q (2497.220000 sec): 3 clusters
  Score: Raw -38264902.441431 + Penalty 6181.944757 = -38258720.496675
  nChanged 5345
		SP:Iteration 19Q (2498.120000 sec): 3 clusters
  Score: Raw -38267275.982186 + Penalty 6181.944757 = -38261094.037429
  nChanged 5407
		SP:Iteration 20F (2499.100000 sec): 3 clusters
  Score: Raw -38269795.537432 + Penalty 6181.944757 = -38263613.592676
  nChanged 5232
		SP:Iteration 21Q (2499.970000 sec): 3 clusters
  Score: Raw -38272325.815828 + Penalty 6181.944757 = -38266143.871072
  nChanged 5043
		SP:Iteration 22Q (2500.820000 sec): 3 clusters
  Score: Raw -38274885.378082 + Penalty 6181.944757 = -38268703.433326
  nChanged 4776
		SP:Iteration 23Q (2501.670000 sec): 3 clusters
  Score: Raw -38277326.002069 + Penalty 6181.944757 = -38271144.057312
  nChanged 4243
		SP:Iteration 24Q (2502.490000 sec): 3 clusters
  Score: Raw -38279499.515449 + Penalty 6181.944757 = -38273317.570692
  nChanged 3837
		SP:Iteration 25Q (2503.300000 sec): 3 clusters
  Score: Raw -38281443.748414 + Penalty 6181.944757 = -38275261.803657
  nChanged 3452
		SP:Iteration 26Q (2504.100000 sec): 3 clusters
  Score: Raw -38283171.261315 + Penalty 6181.944757 = -38276989.316558
  nChanged 3138
		SP:Iteration 27Q (2504.880000 sec): 3 clusters
  Score: Raw -38284707.341059 + Penalty 6181.944757 = -38278525.396302
  nChanged 2723
		SP:Iteration 28Q (2505.650000 sec): 3 clusters
  Score: Raw -38285977.418542 + Penalty 6181.944757 = -38279795.473786
  nChanged 2431
		SP:Iteration 29Q (2506.400000 sec): 3 clusters
  Score: Raw -38287098.371133 + Penalty 6181.944757 = -38280916.426377
  nChanged 2154
		SP:Iteration 30Q (2507.150000 sec): 3 clusters
  Score: Raw -38288087.592552 + Penalty 6181.944757 = -38281905.647796
  nChanged 1941
		SP:Iteration 31Q (2507.880000 sec): 3 clusters
  Score: Raw -38288919.980716 + Penalty 6181.944757 = -38282738.035959
  nChanged 1667
		SP:Iteration 32Q (2508.610000 sec): 3 clusters
  Score: Raw -38289616.465615 + Penalty 6181.944757 = -38283434.520858
  nChanged 1536
		SP:Iteration 33Q (2509.330000 sec): 3 clusters
  Score: Raw -38290231.036140 + Penalty 6181.944757 = -38284049.091384
  nChanged 1345
		SP:Iteration 34Q (2510.050000 sec): 3 clusters
  Score: Raw -38290745.782145 + Penalty 6181.944757 = -38284563.837388
  nChanged 1212
		SP:Iteration 35Q (2510.760000 sec): 3 clusters
  Score: Raw -38291229.841766 + Penalty 6181.944757 = -38285047.897010
  nChanged 1125
		SP:Iteration 36Q (2511.470000 sec): 3 clusters
  Score: Raw -38291680.521829 + Penalty 6181.944757 = -38285498.577073
  nChanged 980
		SP:Iteration 37Q (2512.320000 sec): 3 clusters
  Score: Raw -38292052.604411 + Penalty 6181.944757 = -38285870.659654
  nChanged 875
		SP:Iteration 38Q (2513.090000 sec): 3 clusters
  Score: Raw -38292390.668726 + Penalty 6181.944757 = -38286208.723970
  nChanged 793
		SP:Iteration 39Q (2513.780000 sec): 3 clusters
  Score: Raw -38292703.636168 + Penalty 6181.944757 = -38286521.691411
  nChanged 731
		SP:Iteration 40F (2514.730000 sec): 3 clusters
  Score: Raw -38292988.510031 + Penalty 6181.944757 = -38286806.565274
  nChanged 646
		SP:Iteration 41Q (2515.420000 sec): 3 clusters
  Score: Raw -38293235.897532 + Penalty 6181.944757 = -38287053.952775
  nChanged 600
		SP:Iteration 42Q (2516.100000 sec): 3 clusters
  Score: Raw -38293466.019868 + Penalty 6181.944757 = -38287284.075111
  nChanged 503
		SP:Iteration 43Q (2516.790000 sec): 3 clusters
  Score: Raw -38293651.082881 + Penalty 6181.944757 = -38287469.138124
  nChanged 482
		SP:Iteration 44Q (2517.470000 sec): 3 clusters
  Score: Raw -38293836.392261 + Penalty 6181.944757 = -38287654.447505
  nChanged 441
		SP:Iteration 45Q (2518.150000 sec): 3 clusters
  Score: Raw -38294011.507781 + Penalty 6181.944757 = -38287829.563024
  nChanged 417
		SP:Iteration 46Q (2518.820000 sec): 3 clusters
  Score: Raw -38294185.170954 + Penalty 6181.944757 = -38288003.226198
  nChanged 360
		SP:Iteration 47Q (2519.500000 sec): 3 clusters
  Score: Raw -38294334.382958 + Penalty 6181.944757 = -38288152.438201
  nChanged 351
		SP:Iteration 48Q (2520.180000 sec): 3 clusters
  Score: Raw -38294476.709557 + Penalty 6181.944757 = -38288294.764801
  nChanged 299
		SP:Iteration 49Q (2520.850000 sec): 3 clusters
  Score: Raw -38294600.909053 + Penalty 6181.944757 = -38288418.964297
  nChanged 250
		SP:Iteration 50Q (2521.520000 sec): 3 clusters
  Score: Raw -38294704.255930 + Penalty 6181.944757 = -38288522.311173
  nChanged 222
		SP:Iteration 51Q (2522.200000 sec): 3 clusters
  Score: Raw -38294789.491488 + Penalty 6181.944757 = -38288607.546732
  nChanged 187
		SP:Iteration 52Q (2522.900000 sec): 3 clusters
  Score: Raw -38294861.178228 + Penalty 6181.944757 = -38288679.233472
  nChanged 148
		SP:Iteration 53Q (2523.630000 sec): 3 clusters
  Score: Raw -38294913.594651 + Penalty 6181.944757 = -38288731.649894
  nChanged 117
		SP:Iteration 54Q (2524.350000 sec): 3 clusters
  Score: Raw -38294954.906402 + Penalty 6181.944757 = -38288772.961645
  nChanged 121
		SP:Iteration 55Q (2525.070000 sec): 3 clusters
  Score: Raw -38295000.198658 + Penalty 6181.944757 = -38288818.253902
  nChanged 102
		SP:Iteration 56Q (2525.790000 sec): 3 clusters
  Score: Raw -38295039.543598 + Penalty 6181.944757 = -38288857.598841
  nChanged 93
		SP:Iteration 57Q (2526.510000 sec): 3 clusters
  Score: Raw -38295073.424493 + Penalty 6181.944757 = -38288891.479736
  nChanged 74
		SP:Iteration 58Q (2527.230000 sec): 3 clusters
  Score: Raw -38295100.077896 + Penalty 6181.944757 = -38288918.133139
  nChanged 66
		SP:Iteration 59Q (2527.960000 sec): 3 clusters
  Score: Raw -38295129.382208 + Penalty 6181.944757 = -38288947.437451
  nChanged 65
		SP:Iteration 60F (2528.910000 sec): 3 clusters
  Score: Raw -38295155.045999 + Penalty 6181.944757 = -38288973.101243
  nChanged 54
		SP:Iteration 61Q (2529.580000 sec): 3 clusters
  Score: Raw -38295174.092385 + Penalty 6181.944757 = -38288992.147628
  nChanged 50
		SP:Iteration 62Q (2530.250000 sec): 3 clusters
  Score: Raw -38295190.254272 + Penalty 6181.944757 = -38289008.309515
  nChanged 41
		SP:Iteration 63Q (2530.920000 sec): 3 clusters
  Score: Raw -38295206.498874 + Penalty 6181.944757 = -38289024.554117
  nChanged 34
		SP:Iteration 64Q (2531.590000 sec): 3 clusters
  Score: Raw -38295218.317924 + Penalty 6181.944757 = -38289036.373167
  nChanged 26
		SP:Iteration 65Q (2532.250000 sec): 3 clusters
  Score: Raw -38295226.649995 + Penalty 6181.944757 = -38289044.705238
  nChanged 31
		SP:Iteration 66Q (2532.920000 sec): 3 clusters
  Score: Raw -38295237.443135 + Penalty 6181.944757 = -38289055.498378
  nChanged 30
		SP:Iteration 67Q (2533.590000 sec): 3 clusters
  Score: Raw -38295248.373235 + Penalty 6181.944757 = -38289066.428478
  nChanged 28
		SP:Iteration 68Q (2534.250000 sec): 3 clusters
  Score: Raw -38295257.800990 + Penalty 6181.944757 = -38289075.856234
  nChanged 25
		SP:Iteration 69Q (2534.920000 sec): 3 clusters
  Score: Raw -38295265.876499 + Penalty 6181.944757 = -38289083.931743
  nChanged 23
		SP:Iteration 70Q (2535.590000 sec): 3 clusters
  Score: Raw -38295272.854538 + Penalty 6181.944757 = -38289090.909782
  nChanged 19
		SP:Iteration 71Q (2536.260000 sec): 3 clusters
  Score: Raw -38295281.037926 + Penalty 6181.944757 = -38289099.093170
  nChanged 18
		SP:Iteration 72Q (2536.930000 sec): 3 clusters
  Score: Raw -38295287.907751 + Penalty 6181.944757 = -38289105.962995
  nChanged 8
		SP:Iteration 73Q (2537.600000 sec): 3 clusters
  Score: Raw -38295290.850546 + Penalty 6181.944757 = -38289108.905789
  nChanged 6
		SP:Iteration 74Q (2538.260000 sec): 3 clusters
  Score: Raw -38295292.899049 + Penalty 6181.944757 = -38289110.954293
  nChanged 4
		SP:Iteration 75Q (2538.930000 sec): 3 clusters
  Score: Raw -38295294.318680 + Penalty 6181.944757 = -38289112.373923
  nChanged 3
		SP:Iteration 76Q (2539.590000 sec): 3 clusters
  Score: Raw -38295295.187381 + Penalty 6181.944757 = -38289113.242624
  nChanged 0
		SP:Iteration 77F (2540.540000 sec): 3 clusters
  Score: Raw -38295295.187381 + Penalty 6181.944757 = -38289113.242624
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2540.640000 sec): 2 clusters
  Score: Raw -64181.902047 + Penalty 1533.668925 = -62648.233122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2540.650000 sec): 3 clusters
  Score: Raw -64197.048407 + Penalty 3067.337850 = -61129.710557
  nChanged 90
		SP:Iteration 1F (2540.650000 sec): 3 clusters
  Score: Raw -64407.119896 + Penalty 3067.337850 = -61339.782046
  nChanged 29
		SP:Iteration 2F (2540.650000 sec): 3 clusters
  Score: Raw -64534.082955 + Penalty 3067.337850 = -61466.745106
  nChanged 21
		SP:Iteration 3Q (2540.650000 sec): 3 clusters
  Score: Raw -64617.488174 + Penalty 3067.337850 = -61550.150324
  nChanged 13
		SP:Iteration 4Q (2540.650000 sec): 3 clusters
  Score: Raw -64666.148884 + Penalty 3067.337850 = -61598.811034
  nChanged 8
		SP:Iteration 5Q (2540.660000 sec): 3 clusters
  Score: Raw -64731.553324 + Penalty 3067.337850 = -61664.215474
  nChanged 12
		SP:Iteration 6Q (2540.660000 sec): 3 clusters
  Score: Raw -64781.593651 + Penalty 3067.337850 = -61714.255801
  nChanged 9
		SP:Iteration 7Q (2540.660000 sec): 3 clusters
  Score: Raw -64811.934758 + Penalty 3067.337850 = -61744.596908
  nChanged 7
		SP:Iteration 8Q (2540.660000 sec): 3 clusters
  Score: Raw -64833.935212 + Penalty 3067.337850 = -61766.597362
  nChanged 6
		SP:Iteration 9Q (2540.660000 sec): 3 clusters
  Score: Raw -64847.091803 + Penalty 3067.337850 = -61779.753953
  nChanged 4
		SP:Iteration 10Q (2540.660000 sec): 3 clusters
  Score: Raw -64858.392177 + Penalty 3067.337850 = -61791.054327
  nChanged 5
		SP:Iteration 11Q (2540.660000 sec): 3 clusters
  Score: Raw -64878.434370 + Penalty 3067.337850 = -61811.096520
  nChanged 2
		SP:Iteration 12Q (2540.670000 sec): 3 clusters
  Score: Raw -64883.393551 + Penalty 3067.337850 = -61816.055701
  nChanged 0
		SP:Iteration 13F (2540.670000 sec): 3 clusters
  Score: Raw -64883.393551 + Penalty 3067.337850 = -61816.055701
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (7490 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2540.700000 sec): 2 clusters
  Score: Raw -1075610.939530 + Penalty 2212.488371 = -1073398.451159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2540.720000 sec): 3 clusters
  Score: Raw -1071750.462127 + Penalty 4424.976742 = -1067325.485385
  nChanged 3003
		SP:Iteration 1F (2540.750000 sec): 3 clusters
  Score: Raw -1073411.133473 + Penalty 4424.976742 = -1068986.156732
  nChanged 542
		SP:Iteration 2F (2540.780000 sec): 3 clusters
  Score: Raw -1073712.242606 + Penalty 4424.976742 = -1069287.265864
  nChanged 427
		SP:Iteration 3F (2540.800000 sec): 3 clusters
  Score: Raw -1073942.477076 + Penalty 4424.976742 = -1069517.500334
  nChanged 315
		SP:Iteration 4Q (2540.830000 sec): 3 clusters
  Score: Raw -1074102.851171 + Penalty 4424.976742 = -1069677.874429
  nChanged 262
		SP:Iteration 5Q (2540.860000 sec): 3 clusters
  Score: Raw -1074228.732860 + Penalty 4424.976742 = -1069803.756118
  nChanged 235
		SP:Iteration 6Q (2540.880000 sec): 3 clusters
  Score: Raw -1074352.684275 + Penalty 4424.976742 = -1069927.707533
  nChanged 232
		SP:Iteration 7Q (2540.910000 sec): 3 clusters
  Score: Raw -1074479.931672 + Penalty 4424.976742 = -1070054.954930
  nChanged 221
		SP:Iteration 8Q (2540.940000 sec): 3 clusters
  Score: Raw -1074595.876888 + Penalty 4424.976742 = -1070170.900146
  nChanged 200
		SP:Iteration 9Q (2540.970000 sec): 3 clusters
  Score: Raw -1074722.740845 + Penalty 4424.976742 = -1070297.764103
  nChanged 193
		SP:Iteration 10Q (2541.000000 sec): 3 clusters
  Score: Raw -1074850.696242 + Penalty 4424.976742 = -1070425.719500
  nChanged 205
		SP:Iteration 11Q (2541.020000 sec): 3 clusters
  Score: Raw -1074983.992798 + Penalty 4424.976742 = -1070559.016056
  nChanged 182
		SP:Iteration 12Q (2541.050000 sec): 3 clusters
  Score: Raw -1075100.757508 + Penalty 4424.976742 = -1070675.780766
  nChanged 192
		SP:Iteration 13Q (2541.070000 sec): 3 clusters
  Score: Raw -1075213.781634 + Penalty 4424.976742 = -1070788.804892
  nChanged 166
		SP:Iteration 14Q (2541.100000 sec): 3 clusters
  Score: Raw -1075323.797496 + Penalty 4424.976742 = -1070898.820754
  nChanged 141
		SP:Iteration 15Q (2541.120000 sec): 3 clusters
  Score: Raw -1075425.767193 + Penalty 4424.976742 = -1071000.790451
  nChanged 140
		SP:Iteration 16Q (2541.150000 sec): 3 clusters
  Score: Raw -1075515.354806 + Penalty 4424.976742 = -1071090.378064
  nChanged 144
		SP:Iteration 17Q (2541.180000 sec): 3 clusters
  Score: Raw -1075609.750206 + Penalty 4424.976742 = -1071184.773464
  nChanged 113
		SP:Iteration 18Q (2541.200000 sec): 3 clusters
  Score: Raw -1075683.940433 + Penalty 4424.976742 = -1071258.963691
  nChanged 113
		SP:Iteration 19Q (2541.220000 sec): 3 clusters
  Score: Raw -1075763.091437 + Penalty 4424.976742 = -1071338.114695
  nChanged 94
		SP:Iteration 20F (2541.250000 sec): 3 clusters
  Score: Raw -1075827.360179 + Penalty 4424.976742 = -1071402.383437
  nChanged 73
		SP:Iteration 21Q (2541.280000 sec): 3 clusters
  Score: Raw -1075870.405305 + Penalty 4424.976742 = -1071445.428563
  nChanged 59
		SP:Iteration 22Q (2541.300000 sec): 3 clusters
  Score: Raw -1075913.424821 + Penalty 4424.976742 = -1071488.448079
  nChanged 72
		SP:Iteration 23Q (2541.320000 sec): 3 clusters
  Score: Raw -1075964.438420 + Penalty 4424.976742 = -1071539.461678
  nChanged 55
		SP:Iteration 24Q (2541.350000 sec): 3 clusters
  Score: Raw -1075993.692772 + Penalty 4424.976742 = -1071568.716030
  nChanged 50
		SP:Iteration 25Q (2541.370000 sec): 3 clusters
  Score: Raw -1076029.926301 + Penalty 4424.976742 = -1071604.949560
  nChanged 46
		SP:Iteration 26Q (2541.390000 sec): 3 clusters
  Score: Raw -1076064.084310 + Penalty 4424.976742 = -1071639.107568
  nChanged 39
		SP:Iteration 27Q (2541.420000 sec): 3 clusters
  Score: Raw -1076097.053937 + Penalty 4424.976742 = -1071672.077195
  nChanged 39
		SP:Iteration 28Q (2541.440000 sec): 3 clusters
  Score: Raw -1076126.942379 + Penalty 4424.976742 = -1071701.965637
  nChanged 35
		SP:Iteration 29Q (2541.460000 sec): 3 clusters
  Score: Raw -1076152.019793 + Penalty 4424.976742 = -1071727.043051
  nChanged 27
		SP:Iteration 30Q (2541.480000 sec): 3 clusters
  Score: Raw -1076169.466709 + Penalty 4424.976742 = -1071744.489967
  nChanged 23
		SP:Iteration 31Q (2541.500000 sec): 3 clusters
  Score: Raw -1076183.507614 + Penalty 4424.976742 = -1071758.530872
  nChanged 16
		SP:Iteration 32Q (2541.520000 sec): 3 clusters
  Score: Raw -1076193.576003 + Penalty 4424.976742 = -1071768.599261
  nChanged 14
		SP:Iteration 33Q (2541.550000 sec): 3 clusters
  Score: Raw -1076209.073701 + Penalty 4424.976742 = -1071784.096959
  nChanged 21
		SP:Iteration 34Q (2541.570000 sec): 3 clusters
  Score: Raw -1076226.182315 + Penalty 4424.976742 = -1071801.205573
  nChanged 14
		SP:Iteration 35Q (2541.590000 sec): 3 clusters
  Score: Raw -1076235.893280 + Penalty 4424.976742 = -1071810.916538
  nChanged 11
		SP:Iteration 36Q (2541.610000 sec): 3 clusters
  Score: Raw -1076241.881229 + Penalty 4424.976742 = -1071816.904487
  nChanged 10
		SP:Iteration 37Q (2541.630000 sec): 3 clusters
  Score: Raw -1076248.099464 + Penalty 4424.976742 = -1071823.122722
  nChanged 14
		SP:Iteration 38Q (2541.660000 sec): 3 clusters
  Score: Raw -1076256.586483 + Penalty 4424.976742 = -1071831.609741
  nChanged 4
		SP:Iteration 39Q (2541.680000 sec): 3 clusters
  Score: Raw -1076259.244449 + Penalty 4424.976742 = -1071834.267707
  nChanged 5
		SP:Iteration 40F (2541.700000 sec): 3 clusters
  Score: Raw -1076262.429285 + Penalty 4424.976742 = -1071837.452543
  nChanged 5
		SP:Iteration 41Q (2541.720000 sec): 3 clusters
  Score: Raw -1076264.419646 + Penalty 4424.976742 = -1071839.442904
  nChanged 2
		SP:Iteration 42Q (2541.750000 sec): 3 clusters
  Score: Raw -1076265.733670 + Penalty 4424.976742 = -1071840.756928
  nChanged 0
		SP:Iteration 43F (2541.770000 sec): 3 clusters
  Score: Raw -1076265.733670 + Penalty 4424.976742 = -1071840.756928
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2541.780000 sec): 2 clusters
  Score: Raw -44434.578259 + Penalty 1441.904372 = -42992.673887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2541.780000 sec): 3 clusters
  Score: Raw -44612.963636 + Penalty 2883.808744 = -41729.154892
  nChanged 53
		SP:Iteration 1F (2541.780000 sec): 3 clusters
  Score: Raw -44836.449690 + Penalty 2883.808744 = -41952.640946
  nChanged 17
		SP:Iteration 2F (2541.780000 sec): 3 clusters
  Score: Raw -44905.273484 + Penalty 2883.808744 = -42021.464740
  nChanged 7
		SP:Iteration 3Q (2541.780000 sec): 3 clusters
  Score: Raw -44931.177552 + Penalty 2883.808744 = -42047.368808
  nChanged 6
		SP:Iteration 4Q (2541.780000 sec): 3 clusters
  Score: Raw -44964.541965 + Penalty 2883.808744 = -42080.733221
  nChanged 5
		SP:Iteration 5Q (2541.790000 sec): 3 clusters
  Score: Raw -44986.632943 + Penalty 2883.808744 = -42102.824199
  nChanged 5
		SP:Iteration 6Q (2541.790000 sec): 3 clusters
  Score: Raw -45007.358051 + Penalty 2883.808744 = -42123.549307
  nChanged 2
		SP:Iteration 7Q (2541.790000 sec): 3 clusters
  Score: Raw -45018.303287 + Penalty 2883.808744 = -42134.494543
  nChanged 1
		SP:Iteration 8Q (2541.790000 sec): 3 clusters
  Score: Raw -45022.399891 + Penalty 2883.808744 = -42138.591148
  nChanged 0
		SP:Iteration 9F (2541.790000 sec): 3 clusters
  Score: Raw -45022.399891 + Penalty 2883.808744 = -42138.591148
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2541.800000 sec): 2 clusters
  Score: Raw -280746.321684 + Penalty 1887.491492 = -278858.830192
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2541.810000 sec): 3 clusters
  Score: Raw -280130.144484 + Penalty 3774.982984 = -276355.161500
  nChanged 649
		SP:Iteration 1F (2541.820000 sec): 3 clusters
  Score: Raw -280816.352250 + Penalty 3774.982984 = -277041.369266
  nChanged 204
		SP:Iteration 2F (2541.820000 sec): 3 clusters
  Score: Raw -281292.210143 + Penalty 3774.982984 = -277517.227159
  nChanged 202
		SP:Iteration 3F (2541.830000 sec): 3 clusters
  Score: Raw -281754.188609 + Penalty 3774.982984 = -277979.205625
  nChanged 196
		SP:Iteration 4F (2541.840000 sec): 3 clusters
  Score: Raw -282065.433505 + Penalty 3774.982984 = -278290.450520
  nChanged 142
		SP:Iteration 5F (2541.840000 sec): 3 clusters
  Score: Raw -282254.565925 + Penalty 3774.982984 = -278479.582941
  nChanged 63
		SP:Iteration 6Q (2541.850000 sec): 3 clusters
  Score: Raw -282339.382090 + Penalty 3774.982984 = -278564.399106
  nChanged 39
		SP:Iteration 7Q (2541.860000 sec): 3 clusters
  Score: Raw -282398.053094 + Penalty 3774.982984 = -278623.070110
  nChanged 34
		SP:Iteration 8Q (2541.860000 sec): 3 clusters
  Score: Raw -282452.842416 + Penalty 3774.982984 = -278677.859432
  nChanged 23
		SP:Iteration 9Q (2541.870000 sec): 3 clusters
  Score: Raw -282487.871886 + Penalty 3774.982984 = -278712.888902
  nChanged 14
		SP:Iteration 10Q (2541.880000 sec): 3 clusters
  Score: Raw -282512.592503 + Penalty 3774.982984 = -278737.609519
  nChanged 8
		SP:Iteration 11Q (2541.880000 sec): 3 clusters
  Score: Raw -282524.988985 + Penalty 3774.982984 = -278750.006001
  nChanged 5
		SP:Iteration 12Q (2541.890000 sec): 3 clusters
  Score: Raw -282535.049931 + Penalty 3774.982984 = -278760.066947
  nChanged 3
		SP:Iteration 13Q (2541.900000 sec): 3 clusters
  Score: Raw -282540.562445 + Penalty 3774.982984 = -278765.579461
  nChanged 2
		SP:Iteration 14Q (2541.900000 sec): 3 clusters
  Score: Raw -282543.237617 + Penalty 3774.982984 = -278768.254633
  nChanged 1
		SP:Iteration 15Q (2541.910000 sec): 3 clusters
  Score: Raw -282544.547855 + Penalty 3774.982984 = -278769.564871
  nChanged 0
		SP:Iteration 16F (2541.920000 sec): 3 clusters
  Score: Raw -282544.547855 + Penalty 3774.982984 = -278769.564871
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (20342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2541.990000 sec): 2 clusters
  Score: Raw -2855495.950845 + Penalty 2460.269862 = -2853035.680983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2542.070000 sec): 3 clusters
  Score: Raw -2843678.963396 + Penalty 4920.539725 = -2838758.423671
  nChanged 9010
		SP:Iteration 1F (2542.140000 sec): 3 clusters
  Score: Raw -2848489.989086 + Penalty 4920.539725 = -2843569.449361
  nChanged 1029
		SP:Iteration 2F (2542.220000 sec): 3 clusters
  Score: Raw -2848867.502831 + Penalty 4920.539725 = -2843946.963107
  nChanged 933
		SP:Iteration 3Q (2542.290000 sec): 3 clusters
  Score: Raw -2849223.190317 + Penalty 4920.539725 = -2844302.650593
  nChanged 872
		SP:Iteration 4Q (2542.370000 sec): 3 clusters
  Score: Raw -2849576.098568 + Penalty 4920.539725 = -2844655.558843
  nChanged 833
		SP:Iteration 5Q (2542.440000 sec): 3 clusters
  Score: Raw -2849930.979034 + Penalty 4920.539725 = -2845010.439309
  nChanged 797
		SP:Iteration 6Q (2542.520000 sec): 3 clusters
  Score: Raw -2850292.030842 + Penalty 4920.539725 = -2845371.491118
  nChanged 792
		SP:Iteration 7Q (2542.600000 sec): 3 clusters
  Score: Raw -2850674.056066 + Penalty 4920.539725 = -2845753.516341
  nChanged 857
		SP:Iteration 8Q (2542.670000 sec): 3 clusters
  Score: Raw -2851145.238359 + Penalty 4920.539725 = -2846224.698635
  nChanged 855
		SP:Iteration 9Q (2542.750000 sec): 3 clusters
  Score: Raw -2851673.952961 + Penalty 4920.539725 = -2846753.413236
  nChanged 937
		SP:Iteration 10Q (2542.820000 sec): 3 clusters
  Score: Raw -2852317.746297 + Penalty 4920.539725 = -2847397.206573
  nChanged 947
		SP:Iteration 11Q (2542.900000 sec): 3 clusters
  Score: Raw -2852984.359046 + Penalty 4920.539725 = -2848063.819322
  nChanged 838
		SP:Iteration 12Q (2542.970000 sec): 3 clusters
  Score: Raw -2853602.247741 + Penalty 4920.539725 = -2848681.708016
  nChanged 784
		SP:Iteration 13Q (2543.040000 sec): 3 clusters
  Score: Raw -2854231.927658 + Penalty 4920.539725 = -2849311.387934
  nChanged 633
		SP:Iteration 14Q (2543.110000 sec): 3 clusters
  Score: Raw -2854704.665372 + Penalty 4920.539725 = -2849784.125647
  nChanged 486
		SP:Iteration 15Q (2543.180000 sec): 3 clusters
  Score: Raw -2855017.745347 + Penalty 4920.539725 = -2850097.205623
  nChanged 383
		SP:Iteration 16Q (2543.240000 sec): 3 clusters
  Score: Raw -2855234.640137 + Penalty 4920.539725 = -2850314.100412
  nChanged 305
		SP:Iteration 17Q (2543.310000 sec): 3 clusters
  Score: Raw -2855408.776176 + Penalty 4920.539725 = -2850488.236452
  nChanged 244
		SP:Iteration 18Q (2543.370000 sec): 3 clusters
  Score: Raw -2855528.957094 + Penalty 4920.539725 = -2850608.417370
  nChanged 196
		SP:Iteration 19Q (2543.440000 sec): 3 clusters
  Score: Raw -2855616.235218 + Penalty 4920.539725 = -2850695.695493
  nChanged 164
		SP:Iteration 20F (2543.510000 sec): 3 clusters
  Score: Raw -2855687.751607 + Penalty 4920.539725 = -2850767.211882
  nChanged 146
		SP:Iteration 21Q (2543.570000 sec): 3 clusters
  Score: Raw -2855748.927126 + Penalty 4920.539725 = -2850828.387402
  nChanged 135
		SP:Iteration 22Q (2543.630000 sec): 3 clusters
  Score: Raw -2855800.164776 + Penalty 4920.539725 = -2850879.625051
  nChanged 103
		SP:Iteration 23Q (2543.700000 sec): 3 clusters
  Score: Raw -2855843.019903 + Penalty 4920.539725 = -2850922.480178
  nChanged 99
		SP:Iteration 24Q (2543.760000 sec): 3 clusters
  Score: Raw -2855876.569103 + Penalty 4920.539725 = -2850956.029378
  nChanged 68
		SP:Iteration 25Q (2543.820000 sec): 3 clusters
  Score: Raw -2855900.765801 + Penalty 4920.539725 = -2850980.226076
  nChanged 59
		SP:Iteration 26Q (2543.880000 sec): 3 clusters
  Score: Raw -2855923.375305 + Penalty 4920.539725 = -2851002.835581
  nChanged 57
		SP:Iteration 27Q (2543.940000 sec): 3 clusters
  Score: Raw -2855942.396824 + Penalty 4920.539725 = -2851021.857100
  nChanged 56
		SP:Iteration 28Q (2544.000000 sec): 3 clusters
  Score: Raw -2855961.525245 + Penalty 4920.539725 = -2851040.985520
  nChanged 66
		SP:Iteration 29Q (2544.060000 sec): 3 clusters
  Score: Raw -2855985.139724 + Penalty 4920.539725 = -2851064.600000
  nChanged 59
		SP:Iteration 30Q (2544.120000 sec): 3 clusters
  Score: Raw -2856001.773144 + Penalty 4920.539725 = -2851081.233419
  nChanged 39
		SP:Iteration 31Q (2544.180000 sec): 3 clusters
  Score: Raw -2856012.236054 + Penalty 4920.539725 = -2851091.696329
  nChanged 33
		SP:Iteration 32Q (2544.240000 sec): 3 clusters
  Score: Raw -2856019.646566 + Penalty 4920.539725 = -2851099.106842
  nChanged 19
		SP:Iteration 33Q (2544.300000 sec): 3 clusters
  Score: Raw -2856025.267123 + Penalty 4920.539725 = -2851104.727399
  nChanged 24
		SP:Iteration 34Q (2544.360000 sec): 3 clusters
  Score: Raw -2856031.175057 + Penalty 4920.539725 = -2851110.635332
  nChanged 23
		SP:Iteration 35Q (2544.420000 sec): 3 clusters
  Score: Raw -2856038.529077 + Penalty 4920.539725 = -2851117.989353
  nChanged 25
		SP:Iteration 36Q (2544.480000 sec): 3 clusters
  Score: Raw -2856045.788017 + Penalty 4920.539725 = -2851125.248292
  nChanged 26
		SP:Iteration 37Q (2544.540000 sec): 3 clusters
  Score: Raw -2856052.538299 + Penalty 4920.539725 = -2851131.998574
  nChanged 17
		SP:Iteration 38Q (2544.600000 sec): 3 clusters
  Score: Raw -2856058.057719 + Penalty 4920.539725 = -2851137.517994
  nChanged 23
		SP:Iteration 39Q (2544.660000 sec): 3 clusters
  Score: Raw -2856064.562795 + Penalty 4920.539725 = -2851144.023071
  nChanged 21
		SP:Iteration 40F (2544.730000 sec): 3 clusters
  Score: Raw -2856070.918628 + Penalty 4920.539725 = -2851150.378903
  nChanged 19
		SP:Iteration 41Q (2544.790000 sec): 3 clusters
  Score: Raw -2856074.844899 + Penalty 4920.539725 = -2851154.305174
  nChanged 14
		SP:Iteration 42Q (2544.850000 sec): 3 clusters
  Score: Raw -2856078.054471 + Penalty 4920.539725 = -2851157.514747
  nChanged 10
		SP:Iteration 43Q (2544.910000 sec): 3 clusters
  Score: Raw -2856080.636657 + Penalty 4920.539725 = -2851160.096932
  nChanged 12
		SP:Iteration 44Q (2544.970000 sec): 3 clusters
  Score: Raw -2856084.017043 + Penalty 4920.539725 = -2851163.477318
  nChanged 12
		SP:Iteration 45Q (2545.030000 sec): 3 clusters
  Score: Raw -2856087.162325 + Penalty 4920.539725 = -2851166.622600
  nChanged 12
		SP:Iteration 46Q (2545.080000 sec): 3 clusters
  Score: Raw -2856089.783334 + Penalty 4920.539725 = -2851169.243610
  nChanged 9
		SP:Iteration 47Q (2545.140000 sec): 3 clusters
  Score: Raw -2856091.794490 + Penalty 4920.539725 = -2851171.254765
  nChanged 7
		SP:Iteration 48Q (2545.200000 sec): 3 clusters
  Score: Raw -2856094.046709 + Penalty 4920.539725 = -2851173.506984
  nChanged 8
		SP:Iteration 49Q (2545.260000 sec): 3 clusters
  Score: Raw -2856096.066681 + Penalty 4920.539725 = -2851175.526956
  nChanged 7
		SP:Iteration 50Q (2545.320000 sec): 3 clusters
  Score: Raw -2856098.079820 + Penalty 4920.539725 = -2851177.540095
  nChanged 6
		SP:Iteration 51Q (2545.380000 sec): 3 clusters
  Score: Raw -2856099.758852 + Penalty 4920.539725 = -2851179.219127
  nChanged 6
		SP:Iteration 52Q (2545.440000 sec): 3 clusters
  Score: Raw -2856100.648574 + Penalty 4920.539725 = -2851180.108850
  nChanged 1
		SP:Iteration 53Q (2545.500000 sec): 3 clusters
  Score: Raw -2856100.814609 + Penalty 4920.539725 = -2851180.274885
  nChanged 0
		SP:Iteration 54F (2545.580000 sec): 3 clusters
  Score: Raw -2856100.814609 + Penalty 4920.539725 = -2851180.274885
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (42946 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2545.720000 sec): 2 clusters
  Score: Raw -6627377.884178 + Penalty 2645.589300 = -6624732.294878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2545.880000 sec): 3 clusters
  Score: Raw -6600913.734960 + Penalty 5291.178601 = -6595622.556359
  nChanged 19782
		SP:Iteration 1F (2546.050000 sec): 3 clusters
  Score: Raw -6611843.645698 + Penalty 5291.178601 = -6606552.467097
  nChanged 2066
		SP:Iteration 2Q (2546.220000 sec): 3 clusters
  Score: Raw -6612588.734603 + Penalty 5291.178601 = -6607297.556002
  nChanged 2188
		SP:Iteration 3F (2546.380000 sec): 3 clusters
  Score: Raw -6613617.246153 + Penalty 5291.178601 = -6608326.067552
  nChanged 2637
		SP:Iteration 4F (2546.540000 sec): 3 clusters
  Score: Raw -6615217.619952 + Penalty 5291.178601 = -6609926.441352
  nChanged 3172
		SP:Iteration 5F (2546.700000 sec): 3 clusters
  Score: Raw -6617596.543686 + Penalty 5291.178601 = -6612305.365085
  nChanged 3340
		SP:Iteration 6F (2546.860000 sec): 3 clusters
  Score: Raw -6620378.695609 + Penalty 5291.178601 = -6615087.517009
  nChanged 2923
		SP:Iteration 7F (2547.020000 sec): 3 clusters
  Score: Raw -6622842.261760 + Penalty 5291.178601 = -6617551.083160
  nChanged 2189
		SP:Iteration 8F (2547.190000 sec): 3 clusters
  Score: Raw -6624563.951350 + Penalty 5291.178601 = -6619272.772750
  nChanged 1489
		SP:Iteration 9Q (2547.360000 sec): 3 clusters
  Score: Raw -6625643.517054 + Penalty 5291.178601 = -6620352.338453
  nChanged 950
		SP:Iteration 10Q (2547.510000 sec): 3 clusters
  Score: Raw -6626281.464802 + Penalty 5291.178601 = -6620990.286201
  nChanged 622
		SP:Iteration 11Q (2547.660000 sec): 3 clusters
  Score: Raw -6626721.282611 + Penalty 5291.178601 = -6621430.104010
  nChanged 443
		SP:Iteration 12Q (2547.800000 sec): 3 clusters
  Score: Raw -6627106.191095 + Penalty 5291.178601 = -6621815.012495
  nChanged 298
		SP:Iteration 13Q (2547.940000 sec): 3 clusters
  Score: Raw -6627424.849959 + Penalty 5291.178601 = -6622133.671358
  nChanged 213
		SP:Iteration 14Q (2548.060000 sec): 3 clusters
  Score: Raw -6627603.859764 + Penalty 5291.178601 = -6622312.681164
  nChanged 177
		SP:Iteration 15Q (2548.190000 sec): 3 clusters
  Score: Raw -6627704.338975 + Penalty 5291.178601 = -6622413.160374
  nChanged 137
		SP:Iteration 16Q (2548.310000 sec): 3 clusters
  Score: Raw -6627762.761272 + Penalty 5291.178601 = -6622471.582672
  nChanged 89
		SP:Iteration 17Q (2548.440000 sec): 3 clusters
  Score: Raw -6627800.750327 + Penalty 5291.178601 = -6622509.571726
  nChanged 84
		SP:Iteration 18Q (2548.560000 sec): 3 clusters
  Score: Raw -6627837.915075 + Penalty 5291.178601 = -6622546.736474
  nChanged 73
		SP:Iteration 19Q (2548.680000 sec): 3 clusters
  Score: Raw -6627869.394717 + Penalty 5291.178601 = -6622578.216116
  nChanged 73
		SP:Iteration 20F (2548.840000 sec): 3 clusters
  Score: Raw -6627905.162996 + Penalty 5291.178601 = -6622613.984395
  nChanged 66
		SP:Iteration 21Q (2548.960000 sec): 3 clusters
  Score: Raw -6627929.189901 + Penalty 5291.178601 = -6622638.011300
  nChanged 52
		SP:Iteration 22Q (2549.080000 sec): 3 clusters
  Score: Raw -6627944.687983 + Penalty 5291.178601 = -6622653.509382
  nChanged 42
		SP:Iteration 23Q (2549.190000 sec): 3 clusters
  Score: Raw -6627958.687205 + Penalty 5291.178601 = -6622667.508604
  nChanged 37
		SP:Iteration 24Q (2549.310000 sec): 3 clusters
  Score: Raw -6627970.856772 + Penalty 5291.178601 = -6622679.678172
  nChanged 38
		SP:Iteration 25Q (2549.430000 sec): 3 clusters
  Score: Raw -6627985.196282 + Penalty 5291.178601 = -6622694.017682
  nChanged 39
		SP:Iteration 26Q (2549.540000 sec): 3 clusters
  Score: Raw -6627997.936214 + Penalty 5291.178601 = -6622706.757613
  nChanged 36
		SP:Iteration 27Q (2549.660000 sec): 3 clusters
  Score: Raw -6628008.689562 + Penalty 5291.178601 = -6622717.510962
  nChanged 23
		SP:Iteration 28Q (2549.780000 sec): 3 clusters
  Score: Raw -6628014.907118 + Penalty 5291.178601 = -6622723.728518
  nChanged 22
		SP:Iteration 29Q (2549.890000 sec): 3 clusters
  Score: Raw -6628021.113320 + Penalty 5291.178601 = -6622729.934719
  nChanged 23
		SP:Iteration 30Q (2550.010000 sec): 3 clusters
  Score: Raw -6628027.150645 + Penalty 5291.178601 = -6622735.972044
  nChanged 19
		SP:Iteration 31Q (2550.120000 sec): 3 clusters
  Score: Raw -6628032.190596 + Penalty 5291.178601 = -6622741.011995
  nChanged 12
		SP:Iteration 32Q (2550.240000 sec): 3 clusters
  Score: Raw -6628034.579049 + Penalty 5291.178601 = -6622743.400449
  nChanged 8
		SP:Iteration 33Q (2550.360000 sec): 3 clusters
  Score: Raw -6628036.735825 + Penalty 5291.178601 = -6622745.557225
  nChanged 10
		SP:Iteration 34Q (2550.480000 sec): 3 clusters
  Score: Raw -6628039.011975 + Penalty 5291.178601 = -6622747.833375
  nChanged 9
		SP:Iteration 35Q (2550.600000 sec): 3 clusters
  Score: Raw -6628041.248165 + Penalty 5291.178601 = -6622750.069564
  nChanged 11
		SP:Iteration 36Q (2550.710000 sec): 3 clusters
  Score: Raw -6628043.621048 + Penalty 5291.178601 = -6622752.442447
  nChanged 12
		SP:Iteration 37Q (2550.830000 sec): 3 clusters
  Score: Raw -6628046.213621 + Penalty 5291.178601 = -6622755.035021
  nChanged 9
		SP:Iteration 38Q (2550.950000 sec): 3 clusters
  Score: Raw -6628048.396963 + Penalty 5291.178601 = -6622757.218362
  nChanged 7
		SP:Iteration 39Q (2551.060000 sec): 3 clusters
  Score: Raw -6628049.779584 + Penalty 5291.178601 = -6622758.600983
  nChanged 4
		SP:Iteration 40F (2551.220000 sec): 3 clusters
  Score: Raw -6628050.732138 + Penalty 5291.178601 = -6622759.553537
  nChanged 5
		SP:Iteration 41Q (2551.340000 sec): 3 clusters
  Score: Raw -6628051.648487 + Penalty 5291.178601 = -6622760.469886
  nChanged 5
		SP:Iteration 42Q (2551.460000 sec): 3 clusters
  Score: Raw -6628052.870241 + Penalty 5291.178601 = -6622761.691640
  nChanged 4
		SP:Iteration 43Q (2551.580000 sec): 3 clusters
  Score: Raw -6628053.499619 + Penalty 5291.178601 = -6622762.321019
  nChanged 1
		SP:Iteration 44Q (2551.700000 sec): 3 clusters
  Score: Raw -6628053.529338 + Penalty 5291.178601 = -6622762.350737
  nChanged 0
		SP:Iteration 45F (2551.860000 sec): 3 clusters
  Score: Raw -6628053.529338 + Penalty 5291.178601 = -6622762.350737
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2552.240000 sec): 2 clusters
  Score: Raw -17415139.139412 + Penalty 2899.371242 = -17412239.768170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2552.700000 sec): 3 clusters
  Score: Raw -17338076.553326 + Penalty 5798.742483 = -17332277.810843
  nChanged 56904
		SP:Iteration 1F (2553.150000 sec): 3 clusters
  Score: Raw -17371284.064880 + Penalty 5798.742483 = -17365485.322397
  nChanged 4344
		SP:Iteration 2Q (2553.600000 sec): 3 clusters
  Score: Raw -17372626.339857 + Penalty 5798.742483 = -17366827.597374
  nChanged 4847
		SP:Iteration 3Q (2554.070000 sec): 3 clusters
  Score: Raw -17374472.313142 + Penalty 5798.742483 = -17368673.570658
  nChanged 5516
		SP:Iteration 4Q (2554.530000 sec): 3 clusters
  Score: Raw -17377029.226917 + Penalty 5798.742483 = -17371230.484434
  nChanged 6192
		SP:Iteration 5F (2554.980000 sec): 3 clusters
  Score: Raw -17380363.241329 + Penalty 5798.742483 = -17374564.498845
  nChanged 6757
		SP:Iteration 6F (2555.430000 sec): 3 clusters
  Score: Raw -17384455.075314 + Penalty 5798.742483 = -17378656.332831
  nChanged 7108
		SP:Iteration 7F (2555.880000 sec): 3 clusters
  Score: Raw -17388880.211635 + Penalty 5798.742483 = -17383081.469151
  nChanged 6742
		SP:Iteration 8F (2556.330000 sec): 3 clusters
  Score: Raw -17392873.489705 + Penalty 5798.742483 = -17387074.747222
  nChanged 6096
		SP:Iteration 9F (2556.780000 sec): 3 clusters
  Score: Raw -17396313.769922 + Penalty 5798.742483 = -17390515.027439
  nChanged 5290
		SP:Iteration 10Q (2557.220000 sec): 3 clusters
  Score: Raw -17399082.807971 + Penalty 5798.742483 = -17393284.065488
  nChanged 4365
		SP:Iteration 11Q (2557.650000 sec): 3 clusters
  Score: Raw -17401264.051775 + Penalty 5798.742483 = -17395465.309291
  nChanged 3575
		SP:Iteration 12Q (2558.090000 sec): 3 clusters
  Score: Raw -17402967.819977 + Penalty 5798.742483 = -17397169.077493
  nChanged 2965
		SP:Iteration 13Q (2558.520000 sec): 3 clusters
  Score: Raw -17404505.149486 + Penalty 5798.742483 = -17398706.407003
  nChanged 2682
		SP:Iteration 14Q (2558.940000 sec): 3 clusters
  Score: Raw -17405932.696609 + Penalty 5798.742483 = -17400133.954126
  nChanged 2601
		SP:Iteration 15Q (2559.360000 sec): 3 clusters
  Score: Raw -17407272.048687 + Penalty 5798.742483 = -17401473.306204
  nChanged 2488
		SP:Iteration 16Q (2559.780000 sec): 3 clusters
  Score: Raw -17408358.568274 + Penalty 5798.742483 = -17402559.825791
  nChanged 2383
		SP:Iteration 17Q (2560.200000 sec): 3 clusters
  Score: Raw -17409354.103175 + Penalty 5798.742483 = -17403555.360692
  nChanged 2208
		SP:Iteration 18Q (2560.610000 sec): 3 clusters
  Score: Raw -17410248.673501 + Penalty 5798.742483 = -17404449.931017
  nChanged 2006
		SP:Iteration 19Q (2561.030000 sec): 3 clusters
  Score: Raw -17411038.086562 + Penalty 5798.742483 = -17405239.344078
  nChanged 1830
		SP:Iteration 20F (2561.470000 sec): 3 clusters
  Score: Raw -17411785.700392 + Penalty 5798.742483 = -17405986.957908
  nChanged 1760
		SP:Iteration 21Q (2561.890000 sec): 3 clusters
  Score: Raw -17412526.187226 + Penalty 5798.742483 = -17406727.444742
  nChanged 1707
		SP:Iteration 22Q (2562.300000 sec): 3 clusters
  Score: Raw -17413215.235184 + Penalty 5798.742483 = -17407416.492701
  nChanged 1583
		SP:Iteration 23Q (2562.720000 sec): 3 clusters
  Score: Raw -17413816.215913 + Penalty 5798.742483 = -17408017.473429
  nChanged 1532
		SP:Iteration 24Q (2563.140000 sec): 3 clusters
  Score: Raw -17414341.441511 + Penalty 5798.742483 = -17408542.699028
  nChanged 1433
		SP:Iteration 25Q (2563.590000 sec): 3 clusters
  Score: Raw -17414800.634970 + Penalty 5798.742483 = -17409001.892486
  nChanged 1349
		SP:Iteration 26Q (2564.020000 sec): 3 clusters
  Score: Raw -17415189.583498 + Penalty 5798.742483 = -17409390.841015
  nChanged 1259
		SP:Iteration 27Q (2564.450000 sec): 3 clusters
  Score: Raw -17415505.175156 + Penalty 5798.742483 = -17409706.432673
  nChanged 1101
		SP:Iteration 28Q (2564.890000 sec): 3 clusters
  Score: Raw -17415743.998271 + Penalty 5798.742483 = -17409945.255787
  nChanged 939
		SP:Iteration 29Q (2565.310000 sec): 3 clusters
  Score: Raw -17415909.943398 + Penalty 5798.742483 = -17410111.200915
  nChanged 769
		SP:Iteration 30Q (2565.740000 sec): 3 clusters
  Score: Raw -17416024.883642 + Penalty 5798.742483 = -17410226.141159
  nChanged 701
		SP:Iteration 31Q (2566.170000 sec): 3 clusters
  Score: Raw -17416119.560686 + Penalty 5798.742483 = -17410320.818203
  nChanged 646
		SP:Iteration 32Q (2566.590000 sec): 3 clusters
  Score: Raw -17416200.606340 + Penalty 5798.742483 = -17410401.863857
  nChanged 627
		SP:Iteration 33Q (2567.030000 sec): 3 clusters
  Score: Raw -17416273.944570 + Penalty 5798.742483 = -17410475.202087
  nChanged 558
		SP:Iteration 34Q (2567.470000 sec): 3 clusters
  Score: Raw -17416332.588514 + Penalty 5798.742483 = -17410533.846030
  nChanged 500
		SP:Iteration 35Q (2567.900000 sec): 3 clusters
  Score: Raw -17416380.789719 + Penalty 5798.742483 = -17410582.047235
  nChanged 470
		SP:Iteration 36Q (2568.340000 sec): 3 clusters
  Score: Raw -17416422.310796 + Penalty 5798.742483 = -17410623.568313
  nChanged 413
		SP:Iteration 37Q (2568.770000 sec): 3 clusters
  Score: Raw -17416454.635552 + Penalty 5798.742483 = -17410655.893068
  nChanged 352
		SP:Iteration 38Q (2569.210000 sec): 3 clusters
  Score: Raw -17416479.066632 + Penalty 5798.742483 = -17410680.324148
  nChanged 273
		SP:Iteration 39Q (2569.650000 sec): 3 clusters
  Score: Raw -17416496.276435 + Penalty 5798.742483 = -17410697.533952
  nChanged 260
		SP:Iteration 40F (2570.130000 sec): 3 clusters
  Score: Raw -17416516.968610 + Penalty 5798.742483 = -17410718.226126
  nChanged 228
		SP:Iteration 41Q (2570.590000 sec): 3 clusters
  Score: Raw -17416529.831365 + Penalty 5798.742483 = -17410731.088882
  nChanged 201
		SP:Iteration 42Q (2571.050000 sec): 3 clusters
  Score: Raw -17416539.657135 + Penalty 5798.742483 = -17410740.914651
  nChanged 176
		SP:Iteration 43Q (2571.510000 sec): 3 clusters
  Score: Raw -17416546.991896 + Penalty 5798.742483 = -17410748.249413
  nChanged 130
		SP:Iteration 44Q (2571.970000 sec): 3 clusters
  Score: Raw -17416551.503228 + Penalty 5798.742483 = -17410752.760745
  nChanged 110
		SP:Iteration 45Q (2572.420000 sec): 3 clusters
  Score: Raw -17416555.152758 + Penalty 5798.742483 = -17410756.410275
  nChanged 86
		SP:Iteration 46Q (2572.880000 sec): 3 clusters
  Score: Raw -17416557.675508 + Penalty 5798.742483 = -17410758.933025
  nChanged 88
		SP:Iteration 47Q (2573.330000 sec): 3 clusters
  Score: Raw -17416560.140679 + Penalty 5798.742483 = -17410761.398196
  nChanged 80
		SP:Iteration 48Q (2573.790000 sec): 3 clusters
  Score: Raw -17416562.639107 + Penalty 5798.742483 = -17410763.896623
  nChanged 67
		SP:Iteration 49Q (2574.250000 sec): 3 clusters
  Score: Raw -17416564.656587 + Penalty 5798.742483 = -17410765.914104
  nChanged 60
		SP:Iteration 50Q (2574.690000 sec): 3 clusters
  Score: Raw -17416566.156315 + Penalty 5798.742483 = -17410767.413832
  nChanged 50
		SP:Iteration 51Q (2575.140000 sec): 3 clusters
  Score: Raw -17416567.242991 + Penalty 5798.742483 = -17410768.500507
  nChanged 47
		SP:Iteration 52Q (2575.580000 sec): 3 clusters
  Score: Raw -17416568.182856 + Penalty 5798.742483 = -17410769.440372
  nChanged 42
		SP:Iteration 53Q (2576.010000 sec): 3 clusters
  Score: Raw -17416568.990369 + Penalty 5798.742483 = -17410770.247885
  nChanged 45
		SP:Iteration 54Q (2576.450000 sec): 3 clusters
  Score: Raw -17416569.852148 + Penalty 5798.742483 = -17410771.109665
  nChanged 32
		SP:Iteration 55Q (2576.890000 sec): 3 clusters
  Score: Raw -17416570.404405 + Penalty 5798.742483 = -17410771.661921
  nChanged 23
		SP:Iteration 56Q (2577.330000 sec): 3 clusters
  Score: Raw -17416570.745845 + Penalty 5798.742483 = -17410772.003361
  nChanged 19
		SP:Iteration 57Q (2577.770000 sec): 3 clusters
  Score: Raw -17416570.977122 + Penalty 5798.742483 = -17410772.234639
  nChanged 10
		SP:Iteration 58Q (2578.220000 sec): 3 clusters
  Score: Raw -17416571.119291 + Penalty 5798.742483 = -17410772.376808
  nChanged 6
		SP:Iteration 59Q (2578.660000 sec): 3 clusters
  Score: Raw -17416571.246085 + Penalty 5798.742483 = -17410772.503602
  nChanged 8
		SP:Iteration 60F (2579.130000 sec): 3 clusters
  Score: Raw -17416571.398399 + Penalty 5798.742483 = -17410772.655916
  nChanged 9
		SP:Iteration 61Q (2579.570000 sec): 3 clusters
  Score: Raw -17416571.500629 + Penalty 5798.742483 = -17410772.758146
  nChanged 9
		SP:Iteration 62Q (2580.010000 sec): 3 clusters
  Score: Raw -17416571.594010 + Penalty 5798.742483 = -17410772.851527
  nChanged 7
		SP:Iteration 63Q (2580.450000 sec): 3 clusters
  Score: Raw -17416571.742018 + Penalty 5798.742483 = -17410772.999534
  nChanged 8
		SP:Iteration 64Q (2580.890000 sec): 3 clusters
  Score: Raw -17416571.860155 + Penalty 5798.742483 = -17410773.117672
  nChanged 6
		SP:Iteration 65Q (2581.330000 sec): 3 clusters
  Score: Raw -17416571.915282 + Penalty 5798.742483 = -17410773.172799
  nChanged 4
		SP:Iteration 66Q (2581.780000 sec): 3 clusters
  Score: Raw -17416571.955211 + Penalty 5798.742483 = -17410773.212728
  nChanged 5
		SP:Iteration 67Q (2582.220000 sec): 3 clusters
  Score: Raw -17416572.022831 + Penalty 5798.742483 = -17410773.280348
  nChanged 3
		SP:Iteration 68Q (2582.670000 sec): 3 clusters
  Score: Raw -17416572.039362 + Penalty 5798.742483 = -17410773.296878
  nChanged 1
		SP:Iteration 69Q (2583.100000 sec): 3 clusters
  Score: Raw -17416572.053074 + Penalty 5798.742483 = -17410773.310591
  nChanged 0
		SP:Iteration 70F (2583.570000 sec): 3 clusters
  Score: Raw -17416572.053074 + Penalty 5798.742483 = -17410773.310591
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11678 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2583.650000 sec): 2 clusters
  Score: Raw -1781473.905521 + Penalty 2322.634578 = -1779151.270943
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2583.700000 sec): 3 clusters
  Score: Raw -1775037.519122 + Penalty 4645.269156 = -1770392.249965
  nChanged 4849
		SP:Iteration 1F (2583.750000 sec): 3 clusters
  Score: Raw -1777627.392617 + Penalty 4645.269156 = -1772982.123460
  nChanged 672
		SP:Iteration 2F (2583.790000 sec): 3 clusters
  Score: Raw -1777903.166062 + Penalty 4645.269156 = -1773257.896906
  nChanged 547
		SP:Iteration 3Q (2583.840000 sec): 3 clusters
  Score: Raw -1778116.988361 + Penalty 4645.269156 = -1773471.719205
  nChanged 426
		SP:Iteration 4Q (2583.890000 sec): 3 clusters
  Score: Raw -1778282.932755 + Penalty 4645.269156 = -1773637.663599
  nChanged 372
		SP:Iteration 5Q (2583.940000 sec): 3 clusters
  Score: Raw -1778424.277025 + Penalty 4645.269156 = -1773779.007869
  nChanged 334
		SP:Iteration 6Q (2583.990000 sec): 3 clusters
  Score: Raw -1778540.236583 + Penalty 4645.269156 = -1773894.967426
  nChanged 296
		SP:Iteration 7Q (2584.030000 sec): 3 clusters
  Score: Raw -1778638.128887 + Penalty 4645.269156 = -1773992.859730
  nChanged 279
		SP:Iteration 8Q (2584.080000 sec): 3 clusters
  Score: Raw -1778731.494006 + Penalty 4645.269156 = -1774086.224850
  nChanged 263
		SP:Iteration 9Q (2584.130000 sec): 3 clusters
  Score: Raw -1778809.216759 + Penalty 4645.269156 = -1774163.947603
  nChanged 224
		SP:Iteration 10Q (2584.170000 sec): 3 clusters
  Score: Raw -1778876.289003 + Penalty 4645.269156 = -1774231.019847
  nChanged 214
		SP:Iteration 11Q (2584.220000 sec): 3 clusters
  Score: Raw -1778935.828280 + Penalty 4645.269156 = -1774290.559124
  nChanged 213
		SP:Iteration 12Q (2584.270000 sec): 3 clusters
  Score: Raw -1779000.266748 + Penalty 4645.269156 = -1774354.997591
  nChanged 184
		SP:Iteration 13Q (2584.320000 sec): 3 clusters
  Score: Raw -1779062.455601 + Penalty 4645.269156 = -1774417.186445
  nChanged 193
		SP:Iteration 14Q (2584.370000 sec): 3 clusters
  Score: Raw -1779121.110861 + Penalty 4645.269156 = -1774475.841705
  nChanged 190
		SP:Iteration 15Q (2584.420000 sec): 3 clusters
  Score: Raw -1779183.820157 + Penalty 4645.269156 = -1774538.551001
  nChanged 187
		SP:Iteration 16Q (2584.460000 sec): 3 clusters
  Score: Raw -1779243.659202 + Penalty 4645.269156 = -1774598.390046
  nChanged 194
		SP:Iteration 17Q (2584.510000 sec): 3 clusters
  Score: Raw -1779299.987032 + Penalty 4645.269156 = -1774654.717875
  nChanged 177
		SP:Iteration 18Q (2584.560000 sec): 3 clusters
  Score: Raw -1779351.173182 + Penalty 4645.269156 = -1774705.904025
  nChanged 170
		SP:Iteration 19Q (2584.600000 sec): 3 clusters
  Score: Raw -1779396.555735 + Penalty 4645.269156 = -1774751.286579
  nChanged 154
		SP:Iteration 20F (2584.650000 sec): 3 clusters
  Score: Raw -1779439.739005 + Penalty 4645.269156 = -1774794.469849
  nChanged 171
		SP:Iteration 21Q (2584.700000 sec): 3 clusters
  Score: Raw -1779488.263458 + Penalty 4645.269156 = -1774842.994301
  nChanged 178
		SP:Iteration 22Q (2584.750000 sec): 3 clusters
  Score: Raw -1779544.037702 + Penalty 4645.269156 = -1774898.768546
  nChanged 185
		SP:Iteration 23Q (2584.800000 sec): 3 clusters
  Score: Raw -1779603.218126 + Penalty 4645.269156 = -1774957.948969
  nChanged 175
		SP:Iteration 24Q (2584.850000 sec): 3 clusters
  Score: Raw -1779656.772029 + Penalty 4645.269156 = -1775011.502873
  nChanged 182
		SP:Iteration 25Q (2584.900000 sec): 3 clusters
  Score: Raw -1779716.925788 + Penalty 4645.269156 = -1775071.656632
  nChanged 179
		SP:Iteration 26Q (2584.940000 sec): 3 clusters
  Score: Raw -1779778.062711 + Penalty 4645.269156 = -1775132.793555
  nChanged 196
		SP:Iteration 27Q (2584.990000 sec): 3 clusters
  Score: Raw -1779848.760501 + Penalty 4645.269156 = -1775203.491345
  nChanged 214
		SP:Iteration 28Q (2585.040000 sec): 3 clusters
  Score: Raw -1779923.438633 + Penalty 4645.269156 = -1775278.169477
  nChanged 209
		SP:Iteration 29Q (2585.080000 sec): 3 clusters
  Score: Raw -1780003.570296 + Penalty 4645.269156 = -1775358.301140
  nChanged 218
		SP:Iteration 30Q (2585.130000 sec): 3 clusters
  Score: Raw -1780092.949074 + Penalty 4645.269156 = -1775447.679918
  nChanged 230
		SP:Iteration 31Q (2585.180000 sec): 3 clusters
  Score: Raw -1780185.520384 + Penalty 4645.269156 = -1775540.251227
  nChanged 242
		SP:Iteration 32Q (2585.220000 sec): 3 clusters
  Score: Raw -1780284.786316 + Penalty 4645.269156 = -1775639.517160
  nChanged 228
		SP:Iteration 33Q (2585.270000 sec): 3 clusters
  Score: Raw -1780386.088089 + Penalty 4645.269156 = -1775740.818933
  nChanged 250
		SP:Iteration 34Q (2585.310000 sec): 3 clusters
  Score: Raw -1780506.282598 + Penalty 4645.269156 = -1775861.013442
  nChanged 230
		SP:Iteration 35Q (2585.360000 sec): 3 clusters
  Score: Raw -1780614.626770 + Penalty 4645.269156 = -1775969.357613
  nChanged 195
		SP:Iteration 36Q (2585.400000 sec): 3 clusters
  Score: Raw -1780709.106674 + Penalty 4645.269156 = -1776063.837518
  nChanged 195
		SP:Iteration 37Q (2585.440000 sec): 3 clusters
  Score: Raw -1780809.892176 + Penalty 4645.269156 = -1776164.623020
  nChanged 202
		SP:Iteration 38Q (2585.490000 sec): 3 clusters
  Score: Raw -1780915.849075 + Penalty 4645.269156 = -1776270.579918
  nChanged 185
		SP:Iteration 39Q (2585.530000 sec): 3 clusters
  Score: Raw -1781012.295535 + Penalty 4645.269156 = -1776367.026378
  nChanged 175
		SP:Iteration 40F (2585.580000 sec): 3 clusters
  Score: Raw -1781104.684136 + Penalty 4645.269156 = -1776459.414980
  nChanged 160
		SP:Iteration 41Q (2585.620000 sec): 3 clusters
  Score: Raw -1781193.020329 + Penalty 4645.269156 = -1776547.751173
  nChanged 139
		SP:Iteration 42Q (2585.660000 sec): 3 clusters
  Score: Raw -1781274.927095 + Penalty 4645.269156 = -1776629.657938
  nChanged 122
		SP:Iteration 43Q (2585.700000 sec): 3 clusters
  Score: Raw -1781344.496866 + Penalty 4645.269156 = -1776699.227710
  nChanged 119
		SP:Iteration 44Q (2585.740000 sec): 3 clusters
  Score: Raw -1781411.962524 + Penalty 4645.269156 = -1776766.693368
  nChanged 93
		SP:Iteration 45Q (2585.770000 sec): 3 clusters
  Score: Raw -1781459.669280 + Penalty 4645.269156 = -1776814.400124
  nChanged 73
		SP:Iteration 46Q (2585.810000 sec): 3 clusters
  Score: Raw -1781501.969555 + Penalty 4645.269156 = -1776856.700399
  nChanged 52
		SP:Iteration 47Q (2585.850000 sec): 3 clusters
  Score: Raw -1781528.128938 + Penalty 4645.269156 = -1776882.859781
  nChanged 43
		SP:Iteration 48Q (2585.890000 sec): 3 clusters
  Score: Raw -1781549.467551 + Penalty 4645.269156 = -1776904.198395
  nChanged 47
		SP:Iteration 49Q (2585.920000 sec): 3 clusters
  Score: Raw -1781580.865960 + Penalty 4645.269156 = -1776935.596803
  nChanged 43
		SP:Iteration 50Q (2585.960000 sec): 3 clusters
  Score: Raw -1781608.331466 + Penalty 4645.269156 = -1776963.062309
  nChanged 39
		SP:Iteration 51Q (2586.000000 sec): 3 clusters
  Score: Raw -1781634.295420 + Penalty 4645.269156 = -1776989.026263
  nChanged 31
		SP:Iteration 52Q (2586.040000 sec): 3 clusters
  Score: Raw -1781651.498544 + Penalty 4645.269156 = -1777006.229387
  nChanged 25
		SP:Iteration 53Q (2586.070000 sec): 3 clusters
  Score: Raw -1781665.480699 + Penalty 4645.269156 = -1777020.211543
  nChanged 19
		SP:Iteration 54Q (2586.110000 sec): 3 clusters
  Score: Raw -1781677.824319 + Penalty 4645.269156 = -1777032.555162
  nChanged 17
		SP:Iteration 55Q (2586.140000 sec): 3 clusters
  Score: Raw -1781688.067395 + Penalty 4645.269156 = -1777042.798239
  nChanged 13
		SP:Iteration 56Q (2586.180000 sec): 3 clusters
  Score: Raw -1781698.660094 + Penalty 4645.269156 = -1777053.390938
  nChanged 20
		SP:Iteration 57Q (2586.220000 sec): 3 clusters
  Score: Raw -1781711.216285 + Penalty 4645.269156 = -1777065.947128
  nChanged 19
		SP:Iteration 58Q (2586.250000 sec): 3 clusters
  Score: Raw -1781723.067590 + Penalty 4645.269156 = -1777077.798434
  nChanged 13
		SP:Iteration 59Q (2586.290000 sec): 3 clusters
  Score: Raw -1781731.281036 + Penalty 4645.269156 = -1777086.011880
  nChanged 6
		SP:Iteration 60F (2586.340000 sec): 3 clusters
  Score: Raw -1781733.081372 + Penalty 4645.269156 = -1777087.812216
  nChanged 2
		SP:Iteration 61Q (2586.370000 sec): 3 clusters
  Score: Raw -1781734.328274 + Penalty 4645.269156 = -1777089.059118
  nChanged 2
		SP:Iteration 62Q (2586.410000 sec): 3 clusters
  Score: Raw -1781735.505161 + Penalty 4645.269156 = -1777090.236004
  nChanged 2
		SP:Iteration 63Q (2586.440000 sec): 3 clusters
  Score: Raw -1781736.286358 + Penalty 4645.269156 = -1777091.017202
  nChanged 1
		SP:Iteration 64Q (2586.480000 sec): 3 clusters
  Score: Raw -1781736.571784 + Penalty 4645.269156 = -1777091.302628
  nChanged 0
		SP:Iteration 65F (2586.530000 sec): 3 clusters
  Score: Raw -1781736.571784 + Penalty 4645.269156 = -1777091.302628
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (3734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2586.540000 sec): 2 clusters
  Score: Raw -534219.205866 + Penalty 2039.858360 = -532179.347506
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2586.560000 sec): 3 clusters
  Score: Raw -532528.908765 + Penalty 4079.716721 = -528449.192045
  nChanged 1357
		SP:Iteration 1F (2586.580000 sec): 3 clusters
  Score: Raw -533325.425661 + Penalty 4079.716721 = -529245.708941
  nChanged 265
		SP:Iteration 2F (2586.590000 sec): 3 clusters
  Score: Raw -533499.489188 + Penalty 4079.716721 = -529419.772468
  nChanged 186
		SP:Iteration 3Q (2586.600000 sec): 3 clusters
  Score: Raw -533622.257647 + Penalty 4079.716721 = -529542.540926
  nChanged 130
		SP:Iteration 4Q (2586.620000 sec): 3 clusters
  Score: Raw -533699.428897 + Penalty 4079.716721 = -529619.712177
  nChanged 111
		SP:Iteration 5Q (2586.640000 sec): 3 clusters
  Score: Raw -533761.527350 + Penalty 4079.716721 = -529681.810629
  nChanged 91
		SP:Iteration 6Q (2586.650000 sec): 3 clusters
  Score: Raw -533818.772859 + Penalty 4079.716721 = -529739.056138
  nChanged 92
		SP:Iteration 7Q (2586.660000 sec): 3 clusters
  Score: Raw -533863.693825 + Penalty 4079.716721 = -529783.977105
  nChanged 83
		SP:Iteration 8Q (2586.680000 sec): 3 clusters
  Score: Raw -533908.791690 + Penalty 4079.716721 = -529829.074969
  nChanged 66
		SP:Iteration 9Q (2586.690000 sec): 3 clusters
  Score: Raw -533948.360699 + Penalty 4079.716721 = -529868.643978
  nChanged 63
		SP:Iteration 10Q (2586.710000 sec): 3 clusters
  Score: Raw -533987.591987 + Penalty 4079.716721 = -529907.875266
  nChanged 59
		SP:Iteration 11Q (2586.720000 sec): 3 clusters
  Score: Raw -534018.666221 + Penalty 4079.716721 = -529938.949500
  nChanged 59
		SP:Iteration 12Q (2586.740000 sec): 3 clusters
  Score: Raw -534048.880119 + Penalty 4079.716721 = -529969.163398
  nChanged 58
		SP:Iteration 13Q (2586.750000 sec): 3 clusters
  Score: Raw -534078.766707 + Penalty 4079.716721 = -529999.049987
  nChanged 53
		SP:Iteration 14Q (2586.770000 sec): 3 clusters
  Score: Raw -534107.463079 + Penalty 4079.716721 = -530027.746358
  nChanged 42
		SP:Iteration 15Q (2586.780000 sec): 3 clusters
  Score: Raw -534129.393365 + Penalty 4079.716721 = -530049.676644
  nChanged 39
		SP:Iteration 16Q (2586.800000 sec): 3 clusters
  Score: Raw -534147.328274 + Penalty 4079.716721 = -530067.611553
  nChanged 33
		SP:Iteration 17Q (2586.810000 sec): 3 clusters
  Score: Raw -534162.125428 + Penalty 4079.716721 = -530082.408707
  nChanged 29
		SP:Iteration 18Q (2586.830000 sec): 3 clusters
  Score: Raw -534177.173090 + Penalty 4079.716721 = -530097.456369
  nChanged 31
		SP:Iteration 19Q (2586.840000 sec): 3 clusters
  Score: Raw -534194.280297 + Penalty 4079.716721 = -530114.563576
  nChanged 33
		SP:Iteration 20F (2586.860000 sec): 3 clusters
  Score: Raw -534212.056553 + Penalty 4079.716721 = -530132.339832
  nChanged 31
		SP:Iteration 21Q (2586.870000 sec): 3 clusters
  Score: Raw -534228.954848 + Penalty 4079.716721 = -530149.238127
  nChanged 32
		SP:Iteration 22Q (2586.880000 sec): 3 clusters
  Score: Raw -534246.179300 + Penalty 4079.716721 = -530166.462579
  nChanged 27
		SP:Iteration 23Q (2586.900000 sec): 3 clusters
  Score: Raw -534259.368418 + Penalty 4079.716721 = -530179.651697
  nChanged 23
		SP:Iteration 24Q (2586.920000 sec): 3 clusters
  Score: Raw -534270.288234 + Penalty 4079.716721 = -530190.571514
  nChanged 29
		SP:Iteration 25Q (2586.930000 sec): 3 clusters
  Score: Raw -534282.972130 + Penalty 4079.716721 = -530203.255409
  nChanged 15
		SP:Iteration 26Q (2586.940000 sec): 3 clusters
  Score: Raw -534287.987800 + Penalty 4079.716721 = -530208.271080
  nChanged 10
		SP:Iteration 27Q (2586.960000 sec): 3 clusters
  Score: Raw -534291.773468 + Penalty 4079.716721 = -530212.056748
  nChanged 6
		SP:Iteration 28Q (2586.970000 sec): 3 clusters
  Score: Raw -534294.129895 + Penalty 4079.716721 = -530214.413174
  nChanged 6
		SP:Iteration 29Q (2586.990000 sec): 3 clusters
  Score: Raw -534297.174675 + Penalty 4079.716721 = -530217.457954
  nChanged 7
		SP:Iteration 30Q (2587.000000 sec): 3 clusters
  Score: Raw -534299.970759 + Penalty 4079.716721 = -530220.254039
  nChanged 1
		SP:Iteration 31Q (2587.020000 sec): 3 clusters
  Score: Raw -534300.417937 + Penalty 4079.716721 = -530220.701217
  nChanged 2
		SP:Iteration 32Q (2587.030000 sec): 3 clusters
  Score: Raw -534302.694058 + Penalty 4079.716721 = -530222.977337
  nChanged 5
		SP:Iteration 33Q (2587.040000 sec): 3 clusters
  Score: Raw -534304.489011 + Penalty 4079.716721 = -530224.772291
  nChanged 4
		SP:Iteration 34Q (2587.060000 sec): 3 clusters
  Score: Raw -534306.025158 + Penalty 4079.716721 = -530226.308437
  nChanged 3
		SP:Iteration 35Q (2587.070000 sec): 3 clusters
  Score: Raw -534307.294606 + Penalty 4079.716721 = -530227.577885
  nChanged 3
		SP:Iteration 36Q (2587.090000 sec): 3 clusters
  Score: Raw -534309.117890 + Penalty 4079.716721 = -530229.401170
  nChanged 2
		SP:Iteration 37Q (2587.100000 sec): 3 clusters
  Score: Raw -534310.321192 + Penalty 4079.716721 = -530230.604471
  nChanged 3
		SP:Iteration 38Q (2587.120000 sec): 3 clusters
  Score: Raw -534311.159284 + Penalty 4079.716721 = -530231.442563
  nChanged 3
		SP:Iteration 39Q (2587.130000 sec): 3 clusters
  Score: Raw -534312.704750 + Penalty 4079.716721 = -530232.988029
  nChanged 6
		SP:Iteration 40F (2587.140000 sec): 3 clusters
  Score: Raw -534315.215147 + Penalty 4079.716721 = -530235.498427
  nChanged 8
		SP:Iteration 41Q (2587.160000 sec): 3 clusters
  Score: Raw -534317.924624 + Penalty 4079.716721 = -530238.207903
  nChanged 7
		SP:Iteration 42Q (2587.170000 sec): 3 clusters
  Score: Raw -534320.483637 + Penalty 4079.716721 = -530240.766916
  nChanged 5
		SP:Iteration 43Q (2587.190000 sec): 3 clusters
  Score: Raw -534322.828859 + Penalty 4079.716721 = -530243.112138
  nChanged 9
		SP:Iteration 44Q (2587.200000 sec): 3 clusters
  Score: Raw -534326.233686 + Penalty 4079.716721 = -530246.516965
  nChanged 6
		SP:Iteration 45Q (2587.220000 sec): 3 clusters
  Score: Raw -534328.386339 + Penalty 4079.716721 = -530248.669618
  nChanged 7
		SP:Iteration 46Q (2587.230000 sec): 3 clusters
  Score: Raw -534332.418542 + Penalty 4079.716721 = -530252.701821
  nChanged 8
		SP:Iteration 47Q (2587.240000 sec): 3 clusters
  Score: Raw -534337.871391 + Penalty 4079.716721 = -530258.154671
  nChanged 6
		SP:Iteration 48Q (2587.260000 sec): 3 clusters
  Score: Raw -534341.318139 + Penalty 4079.716721 = -530261.601418
  nChanged 6
		SP:Iteration 49Q (2587.280000 sec): 3 clusters
  Score: Raw -534343.525131 + Penalty 4079.716721 = -530263.808410
  nChanged 5
		SP:Iteration 50Q (2587.290000 sec): 3 clusters
  Score: Raw -534347.409129 + Penalty 4079.716721 = -530267.692408
  nChanged 9
		SP:Iteration 51Q (2587.300000 sec): 3 clusters
  Score: Raw -534353.886708 + Penalty 4079.716721 = -530274.169987
  nChanged 12
		SP:Iteration 52Q (2587.320000 sec): 3 clusters
  Score: Raw -534359.863642 + Penalty 4079.716721 = -530280.146921
  nChanged 8
		SP:Iteration 53Q (2587.330000 sec): 3 clusters
  Score: Raw -534363.224023 + Penalty 4079.716721 = -530283.507302
  nChanged 4
		SP:Iteration 54Q (2587.340000 sec): 3 clusters
  Score: Raw -534365.378125 + Penalty 4079.716721 = -530285.661405
  nChanged 10
		SP:Iteration 55Q (2587.360000 sec): 3 clusters
  Score: Raw -534370.316211 + Penalty 4079.716721 = -530290.599490
  nChanged 8
		SP:Iteration 56Q (2587.380000 sec): 3 clusters
  Score: Raw -534375.942753 + Penalty 4079.716721 = -530296.226032
  nChanged 12
		SP:Iteration 57Q (2587.390000 sec): 3 clusters
  Score: Raw -534381.787161 + Penalty 4079.716721 = -530302.070441
  nChanged 4
		SP:Iteration 58Q (2587.400000 sec): 3 clusters
  Score: Raw -534383.775436 + Penalty 4079.716721 = -530304.058715
  nChanged 9
		SP:Iteration 59Q (2587.420000 sec): 3 clusters
  Score: Raw -534387.978294 + Penalty 4079.716721 = -530308.261574
  nChanged 10
		SP:Iteration 60F (2587.430000 sec): 3 clusters
  Score: Raw -534392.708510 + Penalty 4079.716721 = -530312.991789
  nChanged 7
		SP:Iteration 61Q (2587.440000 sec): 3 clusters
  Score: Raw -534396.150497 + Penalty 4079.716721 = -530316.433776
  nChanged 3
		SP:Iteration 62Q (2587.460000 sec): 3 clusters
  Score: Raw -534397.297123 + Penalty 4079.716721 = -530317.580402
  nChanged 3
		SP:Iteration 63Q (2587.480000 sec): 3 clusters
  Score: Raw -534399.100153 + Penalty 4079.716721 = -530319.383432
  nChanged 3
		SP:Iteration 64Q (2587.490000 sec): 3 clusters
  Score: Raw -534400.447326 + Penalty 4079.716721 = -530320.730605
  nChanged 3
		SP:Iteration 65Q (2587.500000 sec): 3 clusters
  Score: Raw -534401.614353 + Penalty 4079.716721 = -530321.897632
  nChanged 4
		SP:Iteration 66Q (2587.520000 sec): 3 clusters
  Score: Raw -534403.497276 + Penalty 4079.716721 = -530323.780556
  nChanged 6
		SP:Iteration 67Q (2587.530000 sec): 3 clusters
  Score: Raw -534405.807426 + Penalty 4079.716721 = -530326.090705
  nChanged 2
		SP:Iteration 68Q (2587.540000 sec): 3 clusters
  Score: Raw -534406.556619 + Penalty 4079.716721 = -530326.839898
  nChanged 4
		SP:Iteration 69Q (2587.560000 sec): 3 clusters
  Score: Raw -534408.254757 + Penalty 4079.716721 = -530328.538036
  nChanged 6
		SP:Iteration 70Q (2587.570000 sec): 3 clusters
  Score: Raw -534412.730879 + Penalty 4079.716721 = -530333.014159
  nChanged 9
		SP:Iteration 71Q (2587.590000 sec): 3 clusters
  Score: Raw -534419.390871 + Penalty 4079.716721 = -530339.674150
  nChanged 12
		SP:Iteration 72Q (2587.600000 sec): 3 clusters
  Score: Raw -534426.615784 + Penalty 4079.716721 = -530346.899063
  nChanged 7
		SP:Iteration 73Q (2587.620000 sec): 3 clusters
  Score: Raw -534431.071128 + Penalty 4079.716721 = -530351.354408
  nChanged 6
		SP:Iteration 74Q (2587.630000 sec): 3 clusters
  Score: Raw -534434.036000 + Penalty 4079.716721 = -530354.319279
  nChanged 5
		SP:Iteration 75Q (2587.640000 sec): 3 clusters
  Score: Raw -534436.243625 + Penalty 4079.716721 = -530356.526905
  nChanged 2
		SP:Iteration 76Q (2587.660000 sec): 3 clusters
  Score: Raw -534437.639453 + Penalty 4079.716721 = -530357.922732
  nChanged 1
		SP:Iteration 77Q (2587.670000 sec): 3 clusters
  Score: Raw -534437.825513 + Penalty 4079.716721 = -530358.108792
  nChanged 1
		SP:Iteration 78Q (2587.680000 sec): 3 clusters
  Score: Raw -534438.416040 + Penalty 4079.716721 = -530358.699319
  nChanged 2
		SP:Iteration 79Q (2587.700000 sec): 3 clusters
  Score: Raw -534438.940645 + Penalty 4079.716721 = -530359.223924
  nChanged 1
		SP:Iteration 80F (2587.720000 sec): 3 clusters
  Score: Raw -534439.733477 + Penalty 4079.716721 = -530360.016756
  nChanged 1
		SP:Iteration 81Q (2587.730000 sec): 3 clusters
  Score: Raw -534440.202010 + Penalty 4079.716721 = -530360.485289
  nChanged 0
		SP:Iteration 82F (2587.740000 sec): 3 clusters
  Score: Raw -534440.202010 + Penalty 4079.716721 = -530360.485289
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2587.750000 sec): 2 clusters
  Score: Raw -27600.991144 + Penalty 1356.078915 = -26244.912229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2587.750000 sec): 3 clusters
  Score: Raw -27824.338355 + Penalty 2712.157830 = -25112.180525
  nChanged 27
		SP:Iteration 1F (2587.750000 sec): 3 clusters
  Score: Raw -27943.352975 + Penalty 2712.157830 = -25231.195145
  nChanged 6
		SP:Iteration 2Q (2587.750000 sec): 3 clusters
  Score: Raw -27967.105198 + Penalty 2712.157830 = -25254.947368
  nChanged 1
		SP:Iteration 3Q (2587.750000 sec): 3 clusters
  Score: Raw -27975.281818 + Penalty 2712.157830 = -25263.123988
  nChanged 1
		SP:Iteration 4Q (2587.750000 sec): 3 clusters
  Score: Raw -27980.984490 + Penalty 2712.157830 = -25268.826660
  nChanged 0
		SP:Iteration 5F (2587.750000 sec): 3 clusters
  Score: Raw -27980.984490 + Penalty 2712.157830 = -25268.826660
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (30947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2587.860000 sec): 2 clusters
  Score: Raw -4517668.183898 + Penalty 2564.327773 = -4515103.856125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2587.990000 sec): 3 clusters
  Score: Raw -4499006.939135 + Penalty 5128.655546 = -4493878.283588
  nChanged 13954
		SP:Iteration 1F (2588.120000 sec): 3 clusters
  Score: Raw -4506689.952445 + Penalty 5128.655546 = -4501561.296899
  nChanged 1398
		SP:Iteration 2Q (2588.240000 sec): 3 clusters
  Score: Raw -4507124.351432 + Penalty 5128.655546 = -4501995.695886
  nChanged 1263
		SP:Iteration 3Q (2588.380000 sec): 3 clusters
  Score: Raw -4507530.036857 + Penalty 5128.655546 = -4502401.381310
  nChanged 1194
		SP:Iteration 4Q (2588.500000 sec): 3 clusters
  Score: Raw -4507955.729463 + Penalty 5128.655546 = -4502827.073917
  nChanged 1331
		SP:Iteration 5Q (2588.630000 sec): 3 clusters
  Score: Raw -4508518.502269 + Penalty 5128.655546 = -4503389.846723
  nChanged 1544
		SP:Iteration 6Q (2588.760000 sec): 3 clusters
  Score: Raw -4509303.948625 + Penalty 5128.655546 = -4504175.293079
  nChanged 1721
		SP:Iteration 7F (2588.880000 sec): 3 clusters
  Score: Raw -4510349.480695 + Penalty 5128.655546 = -4505220.825149
  nChanged 1946
		SP:Iteration 8F (2589.010000 sec): 3 clusters
  Score: Raw -4511684.214922 + Penalty 5128.655546 = -4506555.559376
  nChanged 2066
		SP:Iteration 9F (2589.130000 sec): 3 clusters
  Score: Raw -4513203.378447 + Penalty 5128.655546 = -4508074.722901
  nChanged 1890
		SP:Iteration 10F (2589.260000 sec): 3 clusters
  Score: Raw -4514532.779068 + Penalty 5128.655546 = -4509404.123522
  nChanged 1509
		SP:Iteration 11Q (2589.380000 sec): 3 clusters
  Score: Raw -4515537.083426 + Penalty 5128.655546 = -4510408.427880
  nChanged 1079
		SP:Iteration 12Q (2589.510000 sec): 3 clusters
  Score: Raw -4516339.528858 + Penalty 5128.655546 = -4511210.873312
  nChanged 839
		SP:Iteration 13Q (2589.630000 sec): 3 clusters
  Score: Raw -4517160.903842 + Penalty 5128.655546 = -4512032.248296
  nChanged 577
		SP:Iteration 14Q (2589.740000 sec): 3 clusters
  Score: Raw -4517942.503849 + Penalty 5128.655546 = -4512813.848303
  nChanged 379
		SP:Iteration 15Q (2589.860000 sec): 3 clusters
  Score: Raw -4518321.535291 + Penalty 5128.655546 = -4513192.879744
  nChanged 272
		SP:Iteration 16Q (2589.960000 sec): 3 clusters
  Score: Raw -4518493.501434 + Penalty 5128.655546 = -4513364.845888
  nChanged 178
		SP:Iteration 17Q (2590.060000 sec): 3 clusters
  Score: Raw -4518575.365912 + Penalty 5128.655546 = -4513446.710366
  nChanged 147
		SP:Iteration 18Q (2590.160000 sec): 3 clusters
  Score: Raw -4518626.596957 + Penalty 5128.655546 = -4513497.941411
  nChanged 121
		SP:Iteration 19Q (2590.260000 sec): 3 clusters
  Score: Raw -4518667.090529 + Penalty 5128.655546 = -4513538.434983
  nChanged 91
		SP:Iteration 20F (2590.380000 sec): 3 clusters
  Score: Raw -4518691.960242 + Penalty 5128.655546 = -4513563.304696
  nChanged 71
		SP:Iteration 21Q (2590.480000 sec): 3 clusters
  Score: Raw -4518711.257325 + Penalty 5128.655546 = -4513582.601779
  nChanged 60
		SP:Iteration 22Q (2590.580000 sec): 3 clusters
  Score: Raw -4518725.419849 + Penalty 5128.655546 = -4513596.764303
  nChanged 44
		SP:Iteration 23Q (2590.680000 sec): 3 clusters
  Score: Raw -4518735.583917 + Penalty 5128.655546 = -4513606.928371
  nChanged 33
		SP:Iteration 24Q (2590.770000 sec): 3 clusters
  Score: Raw -4518743.644739 + Penalty 5128.655546 = -4513614.989193
  nChanged 40
		SP:Iteration 25Q (2590.870000 sec): 3 clusters
  Score: Raw -4518752.779881 + Penalty 5128.655546 = -4513624.124335
  nChanged 31
		SP:Iteration 26Q (2590.970000 sec): 3 clusters
  Score: Raw -4518758.915120 + Penalty 5128.655546 = -4513630.259574
  nChanged 23
		SP:Iteration 27Q (2591.060000 sec): 3 clusters
  Score: Raw -4518763.790522 + Penalty 5128.655546 = -4513635.134976
  nChanged 25
		SP:Iteration 28Q (2591.160000 sec): 3 clusters
  Score: Raw -4518768.546443 + Penalty 5128.655546 = -4513639.890897
  nChanged 19
		SP:Iteration 29Q (2591.260000 sec): 3 clusters
  Score: Raw -4518772.325802 + Penalty 5128.655546 = -4513643.670256
  nChanged 21
		SP:Iteration 30Q (2591.360000 sec): 3 clusters
  Score: Raw -4518776.125490 + Penalty 5128.655546 = -4513647.469944
  nChanged 25
		SP:Iteration 31Q (2591.450000 sec): 3 clusters
  Score: Raw -4518780.441475 + Penalty 5128.655546 = -4513651.785929
  nChanged 18
		SP:Iteration 32Q (2591.550000 sec): 3 clusters
  Score: Raw -4518783.633355 + Penalty 5128.655546 = -4513654.977809
  nChanged 17
		SP:Iteration 33Q (2591.650000 sec): 3 clusters
  Score: Raw -4518786.614349 + Penalty 5128.655546 = -4513657.958803
  nChanged 15
		SP:Iteration 34Q (2591.740000 sec): 3 clusters
  Score: Raw -4518789.312138 + Penalty 5128.655546 = -4513660.656591
  nChanged 11
		SP:Iteration 35Q (2591.840000 sec): 3 clusters
  Score: Raw -4518791.450352 + Penalty 5128.655546 = -4513662.794806
  nChanged 9
		SP:Iteration 36Q (2591.940000 sec): 3 clusters
  Score: Raw -4518792.944918 + Penalty 5128.655546 = -4513664.289372
  nChanged 8
		SP:Iteration 37Q (2592.040000 sec): 3 clusters
  Score: Raw -4518794.079384 + Penalty 5128.655546 = -4513665.423838
  nChanged 6
		SP:Iteration 38Q (2592.140000 sec): 3 clusters
  Score: Raw -4518794.716049 + Penalty 5128.655546 = -4513666.060503
  nChanged 3
		SP:Iteration 39Q (2592.240000 sec): 3 clusters
  Score: Raw -4518795.111150 + Penalty 5128.655546 = -4513666.455604
  nChanged 1
		SP:Iteration 40F (2592.360000 sec): 3 clusters
  Score: Raw -4518795.384372 + Penalty 5128.655546 = -4513666.728826
  nChanged 4
		SP:Iteration 41Q (2592.450000 sec): 3 clusters
  Score: Raw -4518796.052710 + Penalty 5128.655546 = -4513667.397164
  nChanged 3
		SP:Iteration 42Q (2592.550000 sec): 3 clusters
  Score: Raw -4518796.313979 + Penalty 5128.655546 = -4513667.658433
  nChanged 0
		SP:Iteration 43F (2592.670000 sec): 3 clusters
  Score: Raw -4518796.313979 + Penalty 5128.655546 = -4513667.658433
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2592.680000 sec): 2 clusters
  Score: Raw -59143.222450 + Penalty 1506.115044 = -57637.107406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2592.690000 sec): 3 clusters
  Score: Raw -59318.546301 + Penalty 3012.230089 = -56306.316212
  nChanged 82
		SP:Iteration 1F (2592.690000 sec): 3 clusters
  Score: Raw -59584.283669 + Penalty 3012.230089 = -56572.053580
  nChanged 24
		SP:Iteration 2F (2592.690000 sec): 3 clusters
  Score: Raw -59732.119648 + Penalty 3012.230089 = -56719.889559
  nChanged 16
		SP:Iteration 3Q (2592.690000 sec): 3 clusters
  Score: Raw -59796.257864 + Penalty 3012.230089 = -56784.027775
  nChanged 16
		SP:Iteration 4Q (2592.700000 sec): 3 clusters
  Score: Raw -59884.090021 + Penalty 3012.230089 = -56871.859932
  nChanged 20
		SP:Iteration 5Q (2592.700000 sec): 3 clusters
  Score: Raw -59964.460658 + Penalty 3012.230089 = -56952.230570
  nChanged 22
		SP:Iteration 6F (2592.700000 sec): 3 clusters
  Score: Raw -60060.617632 + Penalty 3012.230089 = -57048.387543
  nChanged 26
		SP:Iteration 7F (2592.700000 sec): 3 clusters
  Score: Raw -60214.100254 + Penalty 3012.230089 = -57201.870165
  nChanged 20
		SP:Iteration 8Q (2592.700000 sec): 3 clusters
  Score: Raw -60382.474140 + Penalty 3012.230089 = -57370.244051
  nChanged 12
		SP:Iteration 9Q (2592.700000 sec): 3 clusters
  Score: Raw -60536.057515 + Penalty 3012.230089 = -57523.827426
  nChanged 9
		SP:Iteration 10Q (2592.700000 sec): 3 clusters
  Score: Raw -60680.429021 + Penalty 3012.230089 = -57668.198932
  nChanged 3
		SP:Iteration 11Q (2592.700000 sec): 3 clusters
  Score: Raw -60704.919435 + Penalty 3012.230089 = -57692.689346
  nChanged 2
		SP:Iteration 12Q (2592.710000 sec): 3 clusters
  Score: Raw -60728.772302 + Penalty 3012.230089 = -57716.542213
  nChanged 1
		SP:Iteration 13Q (2592.710000 sec): 3 clusters
  Score: Raw -60732.794064 + Penalty 3012.230089 = -57720.563975
  nChanged 0
		SP:Iteration 14F (2592.710000 sec): 3 clusters
  Score: Raw -60732.794064 + Penalty 3012.230089 = -57720.563975
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 9.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1777 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2592.720000 sec): 2 clusters
  Score: Raw -255255.039351 + Penalty 1855.705093 = -253399.334258
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2592.730000 sec): 3 clusters
  Score: Raw -254633.096128 + Penalty 3711.410187 = -250921.685941
  nChanged 540
		SP:Iteration 1F (2592.740000 sec): 3 clusters
  Score: Raw -255066.428197 + Penalty 3711.410187 = -251355.018010
  nChanged 149
		SP:Iteration 2F (2592.740000 sec): 3 clusters
  Score: Raw -255188.727640 + Penalty 3711.410187 = -251477.317453
  nChanged 72
		SP:Iteration 3Q (2592.750000 sec): 3 clusters
  Score: Raw -255252.145274 + Penalty 3711.410187 = -251540.735087
  nChanged 49
		SP:Iteration 4Q (2592.760000 sec): 3 clusters
  Score: Raw -255292.606087 + Penalty 3711.410187 = -251581.195901
  nChanged 30
		SP:Iteration 5Q (2592.760000 sec): 3 clusters
  Score: Raw -255317.250600 + Penalty 3711.410187 = -251605.840413
  nChanged 21
		SP:Iteration 6Q (2592.770000 sec): 3 clusters
  Score: Raw -255337.387504 + Penalty 3711.410187 = -251625.977318
  nChanged 21
		SP:Iteration 7Q (2592.780000 sec): 3 clusters
  Score: Raw -255354.792647 + Penalty 3711.410187 = -251643.382461
  nChanged 14
		SP:Iteration 8Q (2592.780000 sec): 3 clusters
  Score: Raw -255365.624367 + Penalty 3711.410187 = -251654.214180
  nChanged 11
		SP:Iteration 9Q (2592.790000 sec): 3 clusters
  Score: Raw -255372.633506 + Penalty 3711.410187 = -251661.223319
  nChanged 10
		SP:Iteration 10Q (2592.800000 sec): 3 clusters
  Score: Raw -255378.254752 + Penalty 3711.410187 = -251666.844565
  nChanged 8
		SP:Iteration 11Q (2592.800000 sec): 3 clusters
  Score: Raw -255384.325530 + Penalty 3711.410187 = -251672.915343
  nChanged 3
		SP:Iteration 12Q (2592.810000 sec): 3 clusters
  Score: Raw -255385.976941 + Penalty 3711.410187 = -251674.566754
  nChanged 5
		SP:Iteration 13Q (2592.820000 sec): 3 clusters
  Score: Raw -255389.156257 + Penalty 3711.410187 = -251677.746070
  nChanged 5
		SP:Iteration 14Q (2592.820000 sec): 3 clusters
  Score: Raw -255393.142600 + Penalty 3711.410187 = -251681.732413
  nChanged 4
		SP:Iteration 15Q (2592.830000 sec): 3 clusters
  Score: Raw -255395.134477 + Penalty 3711.410187 = -251683.724290
  nChanged 7
		SP:Iteration 16Q (2592.840000 sec): 3 clusters
  Score: Raw -255400.596765 + Penalty 3711.410187 = -251689.186578
  nChanged 7
		SP:Iteration 17Q (2592.840000 sec): 3 clusters
  Score: Raw -255406.906063 + Penalty 3711.410187 = -251695.495877
  nChanged 8
		SP:Iteration 18Q (2592.850000 sec): 3 clusters
  Score: Raw -255411.207888 + Penalty 3711.410187 = -251699.797701
  nChanged 10
		SP:Iteration 19Q (2592.860000 sec): 3 clusters
  Score: Raw -255417.113600 + Penalty 3711.410187 = -251705.703413
  nChanged 8
		SP:Iteration 20F (2592.860000 sec): 3 clusters
  Score: Raw -255421.176025 + Penalty 3711.410187 = -251709.765838
  nChanged 4
		SP:Iteration 21Q (2592.870000 sec): 3 clusters
  Score: Raw -255423.114593 + Penalty 3711.410187 = -251711.704406
  nChanged 3
		SP:Iteration 22Q (2592.880000 sec): 3 clusters
  Score: Raw -255423.967729 + Penalty 3711.410187 = -251712.557542
  nChanged 2
		SP:Iteration 23Q (2592.890000 sec): 3 clusters
  Score: Raw -255424.474997 + Penalty 3711.410187 = -251713.064810
  nChanged 1
		SP:Iteration 24Q (2592.890000 sec): 3 clusters
  Score: Raw -255425.114405 + Penalty 3711.410187 = -251713.704218
  nChanged 6
		SP:Iteration 25Q (2592.900000 sec): 3 clusters
  Score: Raw -255428.053682 + Penalty 3711.410187 = -251716.643495
  nChanged 4
		SP:Iteration 26Q (2592.910000 sec): 3 clusters
  Score: Raw -255429.941024 + Penalty 3711.410187 = -251718.530837
  nChanged 5
		SP:Iteration 27Q (2592.910000 sec): 3 clusters
  Score: Raw -255434.072584 + Penalty 3711.410187 = -251722.662397
  nChanged 6
		SP:Iteration 28Q (2592.920000 sec): 3 clusters
  Score: Raw -255436.799340 + Penalty 3711.410187 = -251725.389153
  nChanged 4
		SP:Iteration 29Q (2592.930000 sec): 3 clusters
  Score: Raw -255438.582118 + Penalty 3711.410187 = -251727.171931
  nChanged 1
		SP:Iteration 30Q (2592.940000 sec): 3 clusters
  Score: Raw -255438.669070 + Penalty 3711.410187 = -251727.258883
  nChanged 0
		SP:Iteration 31F (2592.940000 sec): 3 clusters
  Score: Raw -255438.669070 + Penalty 3711.410187 = -251727.258883
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2592.940000 sec): 2 clusters
  Score: Raw -14092.726968 + Penalty 1232.513698 = -12860.213270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2592.940000 sec): 3 clusters
  Score: Raw -14517.906649 + Penalty 2465.027397 = -12052.879252
  nChanged 17
		SP:Iteration 1F (2592.940000 sec): 3 clusters
  Score: Raw -14644.711528 + Penalty 2465.027397 = -12179.684131
  nChanged 2
		SP:Iteration 2Q (2592.950000 sec): 3 clusters
  Score: Raw -14671.044637 + Penalty 2465.027397 = -12206.017241
  nChanged 0
		SP:Iteration 3F (2592.950000 sec): 3 clusters
  Score: Raw -14671.044637 + Penalty 2465.027397 = -12206.017241
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (978 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2592.950000 sec): 2 clusters
  Score: Raw -129694.040555 + Penalty 1707.606398 = -127986.434157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2592.960000 sec): 3 clusters
  Score: Raw -129533.672157 + Penalty 3415.212796 = -126118.459361
  nChanged 247
		SP:Iteration 1F (2592.960000 sec): 3 clusters
  Score: Raw -129986.370688 + Penalty 3415.212796 = -126571.157892
  nChanged 84
		SP:Iteration 2F (2592.960000 sec): 3 clusters
  Score: Raw -130193.309765 + Penalty 3415.212796 = -126778.096969
  nChanged 70
		SP:Iteration 3F (2592.970000 sec): 3 clusters
  Score: Raw -130431.102677 + Penalty 3415.212796 = -127015.889881
  nChanged 60
		SP:Iteration 4F (2592.970000 sec): 3 clusters
  Score: Raw -130675.446109 + Penalty 3415.212796 = -127260.233313
  nChanged 51
		SP:Iteration 5F (2592.980000 sec): 3 clusters
  Score: Raw -130928.532295 + Penalty 3415.212796 = -127513.319498
  nChanged 57
		SP:Iteration 6F (2592.980000 sec): 3 clusters
  Score: Raw -131177.658612 + Penalty 3415.212796 = -127762.445816
  nChanged 39
		SP:Iteration 7Q (2592.980000 sec): 3 clusters
  Score: Raw -131323.322175 + Penalty 3415.212796 = -127908.109379
  nChanged 37
		SP:Iteration 8Q (2592.980000 sec): 3 clusters
  Score: Raw -131414.262255 + Penalty 3415.212796 = -127999.049459
  nChanged 24
		SP:Iteration 9Q (2592.990000 sec): 3 clusters
  Score: Raw -131484.399777 + Penalty 3415.212796 = -128069.186980
  nChanged 17
		SP:Iteration 10Q (2592.990000 sec): 3 clusters
  Score: Raw -131531.394663 + Penalty 3415.212796 = -128116.181866
  nChanged 9
		SP:Iteration 11Q (2593.000000 sec): 3 clusters
  Score: Raw -131555.457006 + Penalty 3415.212796 = -128140.244210
  nChanged 5
		SP:Iteration 12Q (2593.000000 sec): 3 clusters
  Score: Raw -131573.273405 + Penalty 3415.212796 = -128158.060609
  nChanged 4
		SP:Iteration 13Q (2593.000000 sec): 3 clusters
  Score: Raw -131583.874741 + Penalty 3415.212796 = -128168.661944
  nChanged 4
		SP:Iteration 14Q (2593.000000 sec): 3 clusters
  Score: Raw -131595.306475 + Penalty 3415.212796 = -128180.093678
  nChanged 2
		SP:Iteration 15Q (2593.010000 sec): 3 clusters
  Score: Raw -131604.221002 + Penalty 3415.212796 = -128189.008206
  nChanged 1
		SP:Iteration 16Q (2593.010000 sec): 3 clusters
  Score: Raw -131608.425839 + Penalty 3415.212796 = -128193.213043
  nChanged 1
		SP:Iteration 17Q (2593.010000 sec): 3 clusters
  Score: Raw -131610.156392 + Penalty 3415.212796 = -128194.943596
  nChanged 1
		SP:Iteration 18Q (2593.020000 sec): 3 clusters
  Score: Raw -131612.500283 + Penalty 3415.212796 = -128197.287487
  nChanged 1
		SP:Iteration 19Q (2593.020000 sec): 3 clusters
  Score: Raw -131614.901164 + Penalty 3415.212796 = -128199.688368
  nChanged 1
		SP:Iteration 20F (2593.020000 sec): 3 clusters
  Score: Raw -131618.807870 + Penalty 3415.212796 = -128203.595073
  nChanged 2
		SP:Iteration 21Q (2593.020000 sec): 3 clusters
  Score: Raw -131634.220299 + Penalty 3415.212796 = -128219.007503
  nChanged 2
		SP:Iteration 22Q (2593.030000 sec): 3 clusters
  Score: Raw -131646.972948 + Penalty 3415.212796 = -128231.760151
  nChanged 2
		SP:Iteration 23Q (2593.030000 sec): 3 clusters
  Score: Raw -131664.586328 + Penalty 3415.212796 = -128249.373531
  nChanged 2
		SP:Iteration 24Q (2593.040000 sec): 3 clusters
  Score: Raw -131679.493471 + Penalty 3415.212796 = -128264.280675
  nChanged 0
		SP:Iteration 25F (2593.040000 sec): 3 clusters
  Score: Raw -131679.493471 + Penalty 3415.212796 = -128264.280675
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 23.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (142306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2593.540000 sec): 2 clusters
  Score: Raw -20666163.101716 + Penalty 2942.702267 = -20663220.399449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2594.120000 sec): 3 clusters
  Score: Raw -20574041.422194 + Penalty 5885.404534 = -20568156.017660
  nChanged 67785
		SP:Iteration 1F (2594.680000 sec): 3 clusters
  Score: Raw -20613047.375471 + Penalty 5885.404534 = -20607161.970937
  nChanged 4562
		SP:Iteration 2Q (2595.250000 sec): 3 clusters
  Score: Raw -20614253.325697 + Penalty 5885.404534 = -20608367.921163
  nChanged 5007
		SP:Iteration 3Q (2595.830000 sec): 3 clusters
  Score: Raw -20615817.082186 + Penalty 5885.404534 = -20609931.677652
  nChanged 5596
		SP:Iteration 4Q (2596.410000 sec): 3 clusters
  Score: Raw -20617956.297378 + Penalty 5885.404534 = -20612070.892844
  nChanged 6444
		SP:Iteration 5Q (2596.990000 sec): 3 clusters
  Score: Raw -20620947.060497 + Penalty 5885.404534 = -20615061.655963
  nChanged 7361
		SP:Iteration 6F (2597.550000 sec): 3 clusters
  Score: Raw -20625061.222836 + Penalty 5885.404534 = -20619175.818302
  nChanged 8313
		SP:Iteration 7F (2598.120000 sec): 3 clusters
  Score: Raw -20630495.784998 + Penalty 5885.404534 = -20624610.380464
  nChanged 8919
		SP:Iteration 8F (2598.680000 sec): 3 clusters
  Score: Raw -20636925.097098 + Penalty 5885.404534 = -20631039.692564
  nChanged 8871
		SP:Iteration 9F (2599.250000 sec): 3 clusters
  Score: Raw -20643557.642080 + Penalty 5885.404534 = -20637672.237546
  nChanged 8003
		SP:Iteration 10F (2599.810000 sec): 3 clusters
  Score: Raw -20649564.825261 + Penalty 5885.404534 = -20643679.420727
  nChanged 6567
		SP:Iteration 11Q (2600.340000 sec): 3 clusters
  Score: Raw -20654368.467154 + Penalty 5885.404534 = -20648483.062620
  nChanged 5141
		SP:Iteration 12Q (2600.860000 sec): 3 clusters
  Score: Raw -20657946.634344 + Penalty 5885.404534 = -20652061.229810
  nChanged 3968
		SP:Iteration 13Q (2601.340000 sec): 3 clusters
  Score: Raw -20660574.324786 + Penalty 5885.404534 = -20654688.920252
  nChanged 3012
		SP:Iteration 14Q (2601.820000 sec): 3 clusters
  Score: Raw -20662499.531641 + Penalty 5885.404534 = -20656614.127107
  nChanged 2262
		SP:Iteration 15Q (2602.270000 sec): 3 clusters
  Score: Raw -20663917.540772 + Penalty 5885.404534 = -20658032.136238
  nChanged 1618
		SP:Iteration 16Q (2602.710000 sec): 3 clusters
  Score: Raw -20664947.321459 + Penalty 5885.404534 = -20659061.916925
  nChanged 1085
		SP:Iteration 17Q (2603.140000 sec): 3 clusters
  Score: Raw -20665649.099831 + Penalty 5885.404534 = -20659763.695297
  nChanged 696
		SP:Iteration 18Q (2603.560000 sec): 3 clusters
  Score: Raw -20666077.837679 + Penalty 5885.404534 = -20660192.433145
  nChanged 514
		SP:Iteration 19Q (2603.980000 sec): 3 clusters
  Score: Raw -20666351.383739 + Penalty 5885.404534 = -20660465.979205
  nChanged 359
		SP:Iteration 20F (2604.540000 sec): 3 clusters
  Score: Raw -20666509.467758 + Penalty 5885.404534 = -20660624.063224
  nChanged 244
		SP:Iteration 21Q (2604.950000 sec): 3 clusters
  Score: Raw -20666613.912329 + Penalty 5885.404534 = -20660728.507795
  nChanged 208
		SP:Iteration 22Q (2605.360000 sec): 3 clusters
  Score: Raw -20666700.818201 + Penalty 5885.404534 = -20660815.413667
  nChanged 175
		SP:Iteration 23Q (2605.780000 sec): 3 clusters
  Score: Raw -20666765.689198 + Penalty 5885.404534 = -20660880.284664
  nChanged 119
		SP:Iteration 24Q (2606.200000 sec): 3 clusters
  Score: Raw -20666808.103706 + Penalty 5885.404534 = -20660922.699172
  nChanged 86
		SP:Iteration 25Q (2606.600000 sec): 3 clusters
  Score: Raw -20666832.322991 + Penalty 5885.404534 = -20660946.918457
  nChanged 61
		SP:Iteration 26Q (2607.010000 sec): 3 clusters
  Score: Raw -20666848.452611 + Penalty 5885.404534 = -20660963.048077
  nChanged 53
		SP:Iteration 27Q (2607.420000 sec): 3 clusters
  Score: Raw -20666862.462918 + Penalty 5885.404534 = -20660977.058384
  nChanged 47
		SP:Iteration 28Q (2607.830000 sec): 3 clusters
  Score: Raw -20666874.415026 + Penalty 5885.404534 = -20660989.010492
  nChanged 40
		SP:Iteration 29Q (2608.230000 sec): 3 clusters
  Score: Raw -20666883.510282 + Penalty 5885.404534 = -20660998.105748
  nChanged 34
		SP:Iteration 30Q (2608.640000 sec): 3 clusters
  Score: Raw -20666893.350386 + Penalty 5885.404534 = -20661007.945852
  nChanged 36
		SP:Iteration 31Q (2609.040000 sec): 3 clusters
  Score: Raw -20666903.407839 + Penalty 5885.404534 = -20661018.003305
  nChanged 40
		SP:Iteration 32Q (2609.440000 sec): 3 clusters
  Score: Raw -20666914.091904 + Penalty 5885.404534 = -20661028.687370
  nChanged 38
		SP:Iteration 33Q (2609.850000 sec): 3 clusters
  Score: Raw -20666923.565953 + Penalty 5885.404534 = -20661038.161419
  nChanged 30
		SP:Iteration 34Q (2610.250000 sec): 3 clusters
  Score: Raw -20666929.995049 + Penalty 5885.404534 = -20661044.590515
  nChanged 23
		SP:Iteration 35Q (2610.660000 sec): 3 clusters
  Score: Raw -20666936.073388 + Penalty 5885.404534 = -20661050.668854
  nChanged 21
		SP:Iteration 36Q (2611.060000 sec): 3 clusters
  Score: Raw -20666940.436700 + Penalty 5885.404534 = -20661055.032166
  nChanged 14
		SP:Iteration 37Q (2611.460000 sec): 3 clusters
  Score: Raw -20666943.529912 + Penalty 5885.404534 = -20661058.125378
  nChanged 15
		SP:Iteration 38Q (2611.860000 sec): 3 clusters
  Score: Raw -20666946.706133 + Penalty 5885.404534 = -20661061.301599
  nChanged 15
		SP:Iteration 39Q (2612.270000 sec): 3 clusters
  Score: Raw -20666950.652126 + Penalty 5885.404534 = -20661065.247592
  nChanged 12
		SP:Iteration 40F (2612.840000 sec): 3 clusters
  Score: Raw -20666953.699808 + Penalty 5885.404534 = -20661068.295274
  nChanged 12
		SP:Iteration 41Q (2613.240000 sec): 3 clusters
  Score: Raw -20666956.228195 + Penalty 5885.404534 = -20661070.823661
  nChanged 10
		SP:Iteration 42Q (2613.640000 sec): 3 clusters
  Score: Raw -20666958.287929 + Penalty 5885.404534 = -20661072.883395
  nChanged 7
		SP:Iteration 43Q (2614.040000 sec): 3 clusters
  Score: Raw -20666959.970981 + Penalty 5885.404534 = -20661074.566446
  nChanged 7
		SP:Iteration 44Q (2614.450000 sec): 3 clusters
  Score: Raw -20666961.547790 + Penalty 5885.404534 = -20661076.143256
  nChanged 5
		SP:Iteration 45Q (2614.860000 sec): 3 clusters
  Score: Raw -20666962.565703 + Penalty 5885.404534 = -20661077.161169
  nChanged 5
		SP:Iteration 46Q (2615.260000 sec): 3 clusters
  Score: Raw -20666963.731931 + Penalty 5885.404534 = -20661078.327397
  nChanged 5
		SP:Iteration 47Q (2615.660000 sec): 3 clusters
  Score: Raw -20666964.731090 + Penalty 5885.404534 = -20661079.326556
  nChanged 4
		SP:Iteration 48Q (2616.080000 sec): 3 clusters
  Score: Raw -20666965.474542 + Penalty 5885.404534 = -20661080.070008
  nChanged 5
		SP:Iteration 49Q (2616.480000 sec): 3 clusters
  Score: Raw -20666966.045600 + Penalty 5885.404534 = -20661080.641066
  nChanged 2
		SP:Iteration 50Q (2616.890000 sec): 3 clusters
  Score: Raw -20666966.447941 + Penalty 5885.404534 = -20661081.043407
  nChanged 1
		SP:Iteration 51Q (2617.300000 sec): 3 clusters
  Score: Raw -20666966.650842 + Penalty 5885.404534 = -20661081.246308
  nChanged 3
		SP:Iteration 52Q (2617.710000 sec): 3 clusters
  Score: Raw -20666967.481753 + Penalty 5885.404534 = -20661082.077219
  nChanged 2
		SP:Iteration 53Q (2618.110000 sec): 3 clusters
  Score: Raw -20666967.918036 + Penalty 5885.404534 = -20661082.513502
  nChanged 2
		SP:Iteration 54Q (2618.510000 sec): 3 clusters
  Score: Raw -20666968.381779 + Penalty 5885.404534 = -20661082.977245
  nChanged 2
		SP:Iteration 55Q (2618.890000 sec): 3 clusters
  Score: Raw -20666968.608960 + Penalty 5885.404534 = -20661083.204426
  nChanged 1
		SP:Iteration 56Q (2619.270000 sec): 3 clusters
  Score: Raw -20666968.784514 + Penalty 5885.404534 = -20661083.379980
  nChanged 0
		SP:Iteration 57F (2619.800000 sec): 3 clusters
  Score: Raw -20666968.784514 + Penalty 5885.404534 = -20661083.379980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2619.870000 sec): 2 clusters
  Score: Raw -19667.259116 + Penalty 1308.972435 = -18358.286681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2619.870000 sec): 3 clusters
  Score: Raw -19934.149704 + Penalty 2617.944871 = -17316.204833
  nChanged 15
		SP:Iteration 1F (2619.870000 sec): 3 clusters
  Score: Raw -20015.993586 + Penalty 2617.944871 = -17398.048715
  nChanged 10
		SP:Iteration 2F (2619.870000 sec): 3 clusters
  Score: Raw -20078.872031 + Penalty 2617.944871 = -17460.927160
  nChanged 6
		SP:Iteration 3Q (2619.870000 sec): 3 clusters
  Score: Raw -20126.845217 + Penalty 2617.944871 = -17508.900346
  nChanged 4
		SP:Iteration 4Q (2619.870000 sec): 3 clusters
  Score: Raw -20151.572029 + Penalty 2617.944871 = -17533.627158
  nChanged 3
		SP:Iteration 5Q (2619.870000 sec): 3 clusters
  Score: Raw -20167.594773 + Penalty 2617.944871 = -17549.649902
  nChanged 1
		SP:Iteration 6Q (2619.880000 sec): 3 clusters
  Score: Raw -20175.470025 + Penalty 2617.944871 = -17557.525154
  nChanged 2
		SP:Iteration 7Q (2619.880000 sec): 3 clusters
  Score: Raw -20191.777814 + Penalty 2617.944871 = -17573.832943
  nChanged 0
		SP:Iteration 8F (2619.880000 sec): 3 clusters
  Score: Raw -20191.777814 + Penalty 2617.944871 = -17573.832943
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 29 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2619.880000 sec): 2 clusters
  Score: Raw -74196.170923 + Penalty 1539.730326 = -72656.440597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2619.880000 sec): 3 clusters
  Score: Raw -74225.403661 + Penalty 3079.460653 = -71145.943009
  nChanged 67
		SP:Iteration 1F (2619.880000 sec): 3 clusters
  Score: Raw -74358.436031 + Penalty 3079.460653 = -71278.975378
  nChanged 16
		SP:Iteration 2Q (2619.880000 sec): 3 clusters
  Score: Raw -74403.016384 + Penalty 3079.460653 = -71323.555731
  nChanged 4
		SP:Iteration 3Q (2619.890000 sec): 3 clusters
  Score: Raw -74409.761309 + Penalty 3079.460653 = -71330.300656
  nChanged 3
		SP:Iteration 4Q (2619.890000 sec): 3 clusters
  Score: Raw -74415.131152 + Penalty 3079.460653 = -71335.670499
  nChanged 2
		SP:Iteration 5Q (2619.890000 sec): 3 clusters
  Score: Raw -74418.268069 + Penalty 3079.460653 = -71338.807416
  nChanged 0
		SP:Iteration 6F (2619.890000 sec): 3 clusters
  Score: Raw -74418.268069 + Penalty 3079.460653 = -71338.807416
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 30 (34446 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2620.020000 sec): 2 clusters
  Score: Raw -5264741.775465 + Penalty 2590.892744 = -5262150.882721
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2620.150000 sec): 3 clusters
  Score: Raw -5243795.893770 + Penalty 5181.785487 = -5238614.108283
  nChanged 15609
		SP:Iteration 1F (2620.280000 sec): 3 clusters
  Score: Raw -5252488.403461 + Penalty 5181.785487 = -5247306.617974
  nChanged 1681
		SP:Iteration 2Q (2620.410000 sec): 3 clusters
  Score: Raw -5253084.720862 + Penalty 5181.785487 = -5247902.935375
  nChanged 1663
		SP:Iteration 3Q (2620.550000 sec): 3 clusters
  Score: Raw -5253777.570569 + Penalty 5181.785487 = -5248595.785082
  nChanged 1826
		SP:Iteration 4F (2620.680000 sec): 3 clusters
  Score: Raw -5254653.869205 + Penalty 5181.785487 = -5249472.083718
  nChanged 2026
		SP:Iteration 5F (2620.810000 sec): 3 clusters
  Score: Raw -5255862.215414 + Penalty 5181.785487 = -5250680.429927
  nChanged 2307
		SP:Iteration 6F (2620.940000 sec): 3 clusters
  Score: Raw -5257517.515160 + Penalty 5181.785487 = -5252335.729673
  nChanged 2269
		SP:Iteration 7F (2621.070000 sec): 3 clusters
  Score: Raw -5259295.387425 + Penalty 5181.785487 = -5254113.601938
  nChanged 2005
		SP:Iteration 8F (2621.200000 sec): 3 clusters
  Score: Raw -5260970.090637 + Penalty 5181.785487 = -5255788.305150
  nChanged 1502
		SP:Iteration 9Q (2621.330000 sec): 3 clusters
  Score: Raw -5262328.632130 + Penalty 5181.785487 = -5257146.846643
  nChanged 1006
		SP:Iteration 10Q (2621.460000 sec): 3 clusters
  Score: Raw -5263168.668025 + Penalty 5181.785487 = -5257986.882538
  nChanged 691
		SP:Iteration 11Q (2621.580000 sec): 3 clusters
  Score: Raw -5263607.599317 + Penalty 5181.785487 = -5258425.813830
  nChanged 494
		SP:Iteration 12Q (2621.690000 sec): 3 clusters
  Score: Raw -5263859.693473 + Penalty 5181.785487 = -5258677.907986
  nChanged 342
		SP:Iteration 13Q (2621.800000 sec): 3 clusters
  Score: Raw -5263996.765493 + Penalty 5181.785487 = -5258814.980006
  nChanged 252
		SP:Iteration 14Q (2621.900000 sec): 3 clusters
  Score: Raw -5264101.809681 + Penalty 5181.785487 = -5258920.024194
  nChanged 205
		SP:Iteration 15Q (2622.010000 sec): 3 clusters
  Score: Raw -5264179.119966 + Penalty 5181.785487 = -5258997.334479
  nChanged 183
		SP:Iteration 16Q (2622.120000 sec): 3 clusters
  Score: Raw -5264245.489773 + Penalty 5181.785487 = -5259063.704286
  nChanged 151
		SP:Iteration 17Q (2622.220000 sec): 3 clusters
  Score: Raw -5264294.610741 + Penalty 5181.785487 = -5259112.825254
  nChanged 146
		SP:Iteration 18Q (2622.320000 sec): 3 clusters
  Score: Raw -5264339.320868 + Penalty 5181.785487 = -5259157.535381
  nChanged 137
		SP:Iteration 19Q (2622.430000 sec): 3 clusters
  Score: Raw -5264385.969741 + Penalty 5181.785487 = -5259204.184254
  nChanged 114
		SP:Iteration 20F (2622.560000 sec): 3 clusters
  Score: Raw -5264424.672095 + Penalty 5181.785487 = -5259242.886608
  nChanged 93
		SP:Iteration 21Q (2622.660000 sec): 3 clusters
  Score: Raw -5264453.395507 + Penalty 5181.785487 = -5259271.610020
  nChanged 98
		SP:Iteration 22Q (2622.760000 sec): 3 clusters
  Score: Raw -5264493.257956 + Penalty 5181.785487 = -5259311.472469
  nChanged 108
		SP:Iteration 23Q (2622.860000 sec): 3 clusters
  Score: Raw -5264531.659287 + Penalty 5181.785487 = -5259349.873800
  nChanged 96
		SP:Iteration 24Q (2622.960000 sec): 3 clusters
  Score: Raw -5264563.325553 + Penalty 5181.785487 = -5259381.540066
  nChanged 77
		SP:Iteration 25Q (2623.060000 sec): 3 clusters
  Score: Raw -5264586.899123 + Penalty 5181.785487 = -5259405.113636
  nChanged 73
		SP:Iteration 26Q (2623.160000 sec): 3 clusters
  Score: Raw -5264612.760105 + Penalty 5181.785487 = -5259430.974618
  nChanged 88
		SP:Iteration 27Q (2623.260000 sec): 3 clusters
  Score: Raw -5264639.011371 + Penalty 5181.785487 = -5259457.225884
  nChanged 76
		SP:Iteration 28Q (2623.370000 sec): 3 clusters
  Score: Raw -5264664.217847 + Penalty 5181.785487 = -5259482.432360
  nChanged 79
		SP:Iteration 29Q (2623.460000 sec): 3 clusters
  Score: Raw -5264688.464895 + Penalty 5181.785487 = -5259506.679408
  nChanged 73
		SP:Iteration 30Q (2623.570000 sec): 3 clusters
  Score: Raw -5264713.625136 + Penalty 5181.785487 = -5259531.839649
  nChanged 62
		SP:Iteration 31Q (2623.660000 sec): 3 clusters
  Score: Raw -5264734.159867 + Penalty 5181.785487 = -5259552.374380
  nChanged 56
		SP:Iteration 32Q (2623.770000 sec): 3 clusters
  Score: Raw -5264754.884778 + Penalty 5181.785487 = -5259573.099291
  nChanged 53
		SP:Iteration 33Q (2623.870000 sec): 3 clusters
  Score: Raw -5264773.343226 + Penalty 5181.785487 = -5259591.557739
  nChanged 42
		SP:Iteration 34Q (2623.960000 sec): 3 clusters
  Score: Raw -5264788.559346 + Penalty 5181.785487 = -5259606.773859
  nChanged 56
		SP:Iteration 35Q (2624.060000 sec): 3 clusters
  Score: Raw -5264810.974799 + Penalty 5181.785487 = -5259629.189312
  nChanged 44
		SP:Iteration 36Q (2624.160000 sec): 3 clusters
  Score: Raw -5264828.710820 + Penalty 5181.785487 = -5259646.925333
  nChanged 39
		SP:Iteration 37Q (2624.260000 sec): 3 clusters
  Score: Raw -5264842.155046 + Penalty 5181.785487 = -5259660.369559
  nChanged 34
		SP:Iteration 38Q (2624.350000 sec): 3 clusters
  Score: Raw -5264853.759834 + Penalty 5181.785487 = -5259671.974347
  nChanged 40
		SP:Iteration 39Q (2624.450000 sec): 3 clusters
  Score: Raw -5264871.301547 + Penalty 5181.785487 = -5259689.516060
  nChanged 50
		SP:Iteration 40F (2624.580000 sec): 3 clusters
  Score: Raw -5264891.654218 + Penalty 5181.785487 = -5259709.868731
  nChanged 36
		SP:Iteration 41Q (2624.680000 sec): 3 clusters
  Score: Raw -5264908.283441 + Penalty 5181.785487 = -5259726.497954
  nChanged 42
		SP:Iteration 42Q (2624.780000 sec): 3 clusters
  Score: Raw -5264927.508747 + Penalty 5181.785487 = -5259745.723260
  nChanged 37
		SP:Iteration 43Q (2624.870000 sec): 3 clusters
  Score: Raw -5264946.316582 + Penalty 5181.785487 = -5259764.531095
  nChanged 38
		SP:Iteration 44Q (2624.960000 sec): 3 clusters
  Score: Raw -5264963.886178 + Penalty 5181.785487 = -5259782.100691
  nChanged 32
		SP:Iteration 45Q (2625.060000 sec): 3 clusters
  Score: Raw -5264977.227059 + Penalty 5181.785487 = -5259795.441572
  nChanged 22
		SP:Iteration 46Q (2625.160000 sec): 3 clusters
  Score: Raw -5264984.170654 + Penalty 5181.785487 = -5259802.385167
  nChanged 24
		SP:Iteration 47Q (2625.250000 sec): 3 clusters
  Score: Raw -5264993.384371 + Penalty 5181.785487 = -5259811.598884
  nChanged 24
		SP:Iteration 48Q (2625.340000 sec): 3 clusters
  Score: Raw -5265005.104433 + Penalty 5181.785487 = -5259823.318946
  nChanged 20
		SP:Iteration 49Q (2625.440000 sec): 3 clusters
  Score: Raw -5265015.562686 + Penalty 5181.785487 = -5259833.777199
  nChanged 19
		SP:Iteration 50Q (2625.540000 sec): 3 clusters
  Score: Raw -5265024.293688 + Penalty 5181.785487 = -5259842.508201
  nChanged 19
		SP:Iteration 51Q (2625.630000 sec): 3 clusters
  Score: Raw -5265032.670965 + Penalty 5181.785487 = -5259850.885478
  nChanged 13
		SP:Iteration 52Q (2625.720000 sec): 3 clusters
  Score: Raw -5265037.632365 + Penalty 5181.785487 = -5259855.846878
  nChanged 14
		SP:Iteration 53Q (2625.820000 sec): 3 clusters
  Score: Raw -5265043.034949 + Penalty 5181.785487 = -5259861.249462
  nChanged 7
		SP:Iteration 54Q (2625.910000 sec): 3 clusters
  Score: Raw -5265045.736064 + Penalty 5181.785487 = -5259863.950577
  nChanged 11
		SP:Iteration 55Q (2626.000000 sec): 3 clusters
  Score: Raw -5265051.083285 + Penalty 5181.785487 = -5259869.297798
  nChanged 10
		SP:Iteration 56Q (2626.100000 sec): 3 clusters
  Score: Raw -5265057.715990 + Penalty 5181.785487 = -5259875.930503
  nChanged 13
		SP:Iteration 57Q (2626.190000 sec): 3 clusters
  Score: Raw -5265064.927594 + Penalty 5181.785487 = -5259883.142107
  nChanged 10
		SP:Iteration 58Q (2626.280000 sec): 3 clusters
  Score: Raw -5265068.025202 + Penalty 5181.785487 = -5259886.239715
  nChanged 11
		SP:Iteration 59Q (2626.380000 sec): 3 clusters
  Score: Raw -5265072.337388 + Penalty 5181.785487 = -5259890.551901
  nChanged 3
		SP:Iteration 60F (2626.510000 sec): 3 clusters
  Score: Raw -5265073.604466 + Penalty 5181.785487 = -5259891.818979
  nChanged 4
		SP:Iteration 61Q (2626.600000 sec): 3 clusters
  Score: Raw -5265075.145330 + Penalty 5181.785487 = -5259893.359843
  nChanged 3
		SP:Iteration 62Q (2626.700000 sec): 3 clusters
  Score: Raw -5265076.011838 + Penalty 5181.785487 = -5259894.226351
  nChanged 2
		SP:Iteration 63Q (2626.790000 sec): 3 clusters
  Score: Raw -5265076.789083 + Penalty 5181.785487 = -5259895.003596
  nChanged 3
		SP:Iteration 64Q (2626.880000 sec): 3 clusters
  Score: Raw -5265078.086761 + Penalty 5181.785487 = -5259896.301274
  nChanged 2
		SP:Iteration 65Q (2626.980000 sec): 3 clusters
  Score: Raw -5265078.765222 + Penalty 5181.785487 = -5259896.979735
  nChanged 2
		SP:Iteration 66Q (2627.070000 sec): 3 clusters
  Score: Raw -5265079.515407 + Penalty 5181.785487 = -5259897.729920
  nChanged 0
		SP:Iteration 67F (2627.200000 sec): 3 clusters
  Score: Raw -5265079.515407 + Penalty 5181.785487 = -5259897.729920
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 31 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2627.220000 sec): 2 clusters
  Score: Raw -27088.895071 + Penalty 1372.280593 = -25716.614478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2627.220000 sec): 3 clusters
  Score: Raw -27317.332098 + Penalty 2744.561186 = -24572.770912
  nChanged 33
		SP:Iteration 1F (2627.220000 sec): 3 clusters
  Score: Raw -27450.090675 + Penalty 2744.561186 = -24705.529488
  nChanged 22
		SP:Iteration 2F (2627.220000 sec): 3 clusters
  Score: Raw -27641.077679 + Penalty 2744.561186 = -24896.516492
  nChanged 9
		SP:Iteration 3Q (2627.220000 sec): 3 clusters
  Score: Raw -27686.033305 + Penalty 2744.561186 = -24941.472118
  nChanged 8
		SP:Iteration 4Q (2627.220000 sec): 3 clusters
  Score: Raw -27748.198124 + Penalty 2744.561186 = -25003.636938
  nChanged 2
		SP:Iteration 5Q (2627.220000 sec): 3 clusters
  Score: Raw -27764.602045 + Penalty 2744.561186 = -25020.040859
  nChanged 0
		SP:Iteration 6F (2627.220000 sec): 3 clusters
  Score: Raw -27764.602045 + Penalty 2744.561186 = -25020.040859
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 32 (721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2627.220000 sec): 2 clusters
  Score: Raw -92353.119768 + Penalty 1631.998506 = -90721.121262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2627.230000 sec): 3 clusters
  Score: Raw -92285.587274 + Penalty 3263.997012 = -89021.590262
  nChanged 165
		SP:Iteration 1F (2627.230000 sec): 3 clusters
  Score: Raw -92574.875198 + Penalty 3263.997012 = -89310.878185
  nChanged 56
		SP:Iteration 2F (2627.230000 sec): 3 clusters
  Score: Raw -92688.165006 + Penalty 3263.997012 = -89424.167994
  nChanged 37
		SP:Iteration 3F (2627.240000 sec): 3 clusters
  Score: Raw -92812.791614 + Penalty 3263.997012 = -89548.794602
  nChanged 29
		SP:Iteration 4Q (2627.240000 sec): 3 clusters
  Score: Raw -92928.986826 + Penalty 3263.997012 = -89664.989814
  nChanged 20
		SP:Iteration 5Q (2627.240000 sec): 3 clusters
  Score: Raw -92988.607720 + Penalty 3263.997012 = -89724.610708
  nChanged 24
		SP:Iteration 6Q (2627.240000 sec): 3 clusters
  Score: Raw -93089.457559 + Penalty 3263.997012 = -89825.460547
  nChanged 16
		SP:Iteration 7Q (2627.240000 sec): 3 clusters
  Score: Raw -93173.197087 + Penalty 3263.997012 = -89909.200075
  nChanged 16
		SP:Iteration 8Q (2627.250000 sec): 3 clusters
  Score: Raw -93227.555237 + Penalty 3263.997012 = -89963.558225
  nChanged 10
		SP:Iteration 9Q (2627.250000 sec): 3 clusters
  Score: Raw -93249.308157 + Penalty 3263.997012 = -89985.311145
  nChanged 9
		SP:Iteration 10Q (2627.250000 sec): 3 clusters
  Score: Raw -93273.859046 + Penalty 3263.997012 = -90009.862034
  nChanged 4
		SP:Iteration 11Q (2627.260000 sec): 3 clusters
  Score: Raw -93285.914432 + Penalty 3263.997012 = -90021.917420
  nChanged 3
		SP:Iteration 12Q (2627.260000 sec): 3 clusters
  Score: Raw -93289.571321 + Penalty 3263.997012 = -90025.574309
  nChanged 4
		SP:Iteration 13Q (2627.260000 sec): 3 clusters
  Score: Raw -93298.656310 + Penalty 3263.997012 = -90034.659297
  nChanged 5
		SP:Iteration 14Q (2627.260000 sec): 3 clusters
  Score: Raw -93307.384198 + Penalty 3263.997012 = -90043.387186
  nChanged 3
		SP:Iteration 15Q (2627.260000 sec): 3 clusters
  Score: Raw -93321.589441 + Penalty 3263.997012 = -90057.592429
  nChanged 3
		SP:Iteration 16Q (2627.260000 sec): 3 clusters
  Score: Raw -93324.209959 + Penalty 3263.997012 = -90060.212947
  nChanged 2
		SP:Iteration 17Q (2627.270000 sec): 3 clusters
  Score: Raw -93327.956730 + Penalty 3263.997012 = -90063.959718
  nChanged 2
		SP:Iteration 18Q (2627.270000 sec): 3 clusters
  Score: Raw -93335.231235 + Penalty 3263.997012 = -90071.234223
  nChanged 3
		SP:Iteration 19Q (2627.270000 sec): 3 clusters
  Score: Raw -93342.538932 + Penalty 3263.997012 = -90078.541920
  nChanged 2
		SP:Iteration 20F (2627.280000 sec): 3 clusters
  Score: Raw -93347.390187 + Penalty 3263.997012 = -90083.393175
  nChanged 2
		SP:Iteration 21Q (2627.280000 sec): 3 clusters
  Score: Raw -93351.631330 + Penalty 3263.997012 = -90087.634318
  nChanged 3
		SP:Iteration 22Q (2627.280000 sec): 3 clusters
  Score: Raw -93357.660847 + Penalty 3263.997012 = -90093.663835
  nChanged 2
		SP:Iteration 23Q (2627.280000 sec): 3 clusters
  Score: Raw -93359.701390 + Penalty 3263.997012 = -90095.704378
  nChanged 0
		SP:Iteration 24F (2627.280000 sec): 3 clusters
  Score: Raw -93359.701390 + Penalty 3263.997012 = -90095.704378
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 33 (193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2627.290000 sec): 2 clusters
  Score: Raw -25068.601729 + Penalty 1305.147167 = -23763.454562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2627.290000 sec): 3 clusters
  Score: Raw -25475.950536 + Penalty 2610.294334 = -22865.656202
  nChanged 22
		SP:Iteration 1F (2627.290000 sec): 3 clusters
  Score: Raw -25588.137643 + Penalty 2610.294334 = -22977.843309
  nChanged 2
		SP:Iteration 2Q (2627.290000 sec): 3 clusters
  Score: Raw -25652.909530 + Penalty 2610.294334 = -23042.615197
  nChanged 2
		SP:Iteration 3Q (2627.290000 sec): 3 clusters
  Score: Raw -25660.072210 + Penalty 2610.294334 = -23049.777877
  nChanged 0
		SP:Iteration 4F (2627.290000 sec): 3 clusters
  Score: Raw -25660.072210 + Penalty 2610.294334 = -23049.777877
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 34 (927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2627.300000 sec): 2 clusters
  Score: Raw -122976.049857 + Penalty 1694.324484 = -121281.725372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2627.300000 sec): 3 clusters
  Score: Raw -122773.358354 + Penalty 3388.648969 = -119384.709386
  nChanged 241
		SP:Iteration 1F (2627.300000 sec): 3 clusters
  Score: Raw -123053.379577 + Penalty 3388.648969 = -119664.730609
  nChanged 44
		SP:Iteration 2Q (2627.310000 sec): 3 clusters
  Score: Raw -123119.802639 + Penalty 3388.648969 = -119731.153670
  nChanged 30
		SP:Iteration 3Q (2627.310000 sec): 3 clusters
  Score: Raw -123160.186479 + Penalty 3388.648969 = -119771.537510
  nChanged 22
		SP:Iteration 4Q (2627.310000 sec): 3 clusters
  Score: Raw -123187.730836 + Penalty 3388.648969 = -119799.081868
  nChanged 10
		SP:Iteration 5Q (2627.320000 sec): 3 clusters
  Score: Raw -123198.626147 + Penalty 3388.648969 = -119809.977179
  nChanged 7
		SP:Iteration 6Q (2627.320000 sec): 3 clusters
  Score: Raw -123205.918087 + Penalty 3388.648969 = -119817.269118
  nChanged 7
		SP:Iteration 7Q (2627.320000 sec): 3 clusters
  Score: Raw -123214.808321 + Penalty 3388.648969 = -119826.159353
  nChanged 5
		SP:Iteration 8Q (2627.330000 sec): 3 clusters
  Score: Raw -123220.046483 + Penalty 3388.648969 = -119831.397514
  nChanged 4
		SP:Iteration 9Q (2627.330000 sec): 3 clusters
  Score: Raw -123225.971073 + Penalty 3388.648969 = -119837.322104
  nChanged 6
		SP:Iteration 10Q (2627.330000 sec): 3 clusters
  Score: Raw -123233.937717 + Penalty 3388.648969 = -119845.288749
  nChanged 6
		SP:Iteration 11Q (2627.340000 sec): 3 clusters
  Score: Raw -123243.941268 + Penalty 3388.648969 = -119855.292300
  nChanged 9
		SP:Iteration 12Q (2627.340000 sec): 3 clusters
  Score: Raw -123264.213262 + Penalty 3388.648969 = -119875.564293
  nChanged 9
		SP:Iteration 13Q (2627.340000 sec): 3 clusters
  Score: Raw -123285.067787 + Penalty 3388.648969 = -119896.418819
  nChanged 8
		SP:Iteration 14Q (2627.350000 sec): 3 clusters
  Score: Raw -123300.287462 + Penalty 3388.648969 = -119911.638493
  nChanged 10
		SP:Iteration 15Q (2627.350000 sec): 3 clusters
  Score: Raw -123317.401246 + Penalty 3388.648969 = -119928.752277
  nChanged 10
		SP:Iteration 16Q (2627.350000 sec): 3 clusters
  Score: Raw -123333.747970 + Penalty 3388.648969 = -119945.099002
  nChanged 9
		SP:Iteration 17Q (2627.360000 sec): 3 clusters
  Score: Raw -123348.519503 + Penalty 3388.648969 = -119959.870534
  nChanged 3
		SP:Iteration 18Q (2627.360000 sec): 3 clusters
  Score: Raw -123351.973882 + Penalty 3388.648969 = -119963.324914
  nChanged 2
		SP:Iteration 19Q (2627.360000 sec): 3 clusters
  Score: Raw -123355.606456 + Penalty 3388.648969 = -119966.957488
  nChanged 4
		SP:Iteration 20F (2627.360000 sec): 3 clusters
  Score: Raw -123363.732834 + Penalty 3388.648969 = -119975.083865
  nChanged 7
		SP:Iteration 21Q (2627.370000 sec): 3 clusters
  Score: Raw -123376.106902 + Penalty 3388.648969 = -119987.457933
  nChanged 7
		SP:Iteration 22Q (2627.370000 sec): 3 clusters
  Score: Raw -123385.826521 + Penalty 3388.648969 = -119997.177553
  nChanged 4
		SP:Iteration 23Q (2627.380000 sec): 3 clusters
  Score: Raw -123391.631077 + Penalty 3388.648969 = -120002.982108
  nChanged 10
		SP:Iteration 24Q (2627.380000 sec): 3 clusters
  Score: Raw -123404.846536 + Penalty 3388.648969 = -120016.197567
  nChanged 4
		SP:Iteration 25Q (2627.380000 sec): 3 clusters
  Score: Raw -123411.000074 + Penalty 3388.648969 = -120022.351105
  nChanged 3
		SP:Iteration 26Q (2627.380000 sec): 3 clusters
  Score: Raw -123414.067471 + Penalty 3388.648969 = -120025.418502
  nChanged 2
		SP:Iteration 27Q (2627.390000 sec): 3 clusters
  Score: Raw -123416.829252 + Penalty 3388.648969 = -120028.180284
  nChanged 2
		SP:Iteration 28Q (2627.390000 sec): 3 clusters
  Score: Raw -123419.057527 + Penalty 3388.648969 = -120030.408559
  nChanged 1
		SP:Iteration 29Q (2627.400000 sec): 3 clusters
  Score: Raw -123419.692140 + Penalty 3388.648969 = -120031.043171
  nChanged 1
		SP:Iteration 30Q (2627.400000 sec): 3 clusters
  Score: Raw -123422.050694 + Penalty 3388.648969 = -120033.401725
  nChanged 1
		SP:Iteration 31Q (2627.400000 sec): 3 clusters
  Score: Raw -123424.930778 + Penalty 3388.648969 = -120036.281809
  nChanged 2
		SP:Iteration 32Q (2627.400000 sec): 3 clusters
  Score: Raw -123428.050845 + Penalty 3388.648969 = -120039.401876
  nChanged 3
		SP:Iteration 33Q (2627.410000 sec): 3 clusters
  Score: Raw -123435.439033 + Penalty 3388.648969 = -120046.790064
  nChanged 6
		SP:Iteration 34Q (2627.410000 sec): 3 clusters
  Score: Raw -123448.817712 + Penalty 3388.648969 = -120060.168744
  nChanged 9
		SP:Iteration 35Q (2627.410000 sec): 3 clusters
  Score: Raw -123467.396514 + Penalty 3388.648969 = -120078.747545
  nChanged 5
		SP:Iteration 36Q (2627.420000 sec): 3 clusters
  Score: Raw -123475.367919 + Penalty 3388.648969 = -120086.718951
  nChanged 0
		SP:Iteration 37F (2627.420000 sec): 3 clusters
  Score: Raw -123475.367919 + Penalty 3388.648969 = -120086.718951
  nChanged 0
Iteration 179Q (2635.600000 sec): 35 clusters
  Score: Raw -117615553.919569 + Penalty 114739.327988 = -117500814.591580
  nChanged 272
Iteration 180F (2671.730000 sec): 35 clusters
  Score: Raw -117615645.547818 + Penalty 114739.327988 = -117500906.219830
  nChanged 224
Iteration 181Q (2679.910000 sec): 35 clusters
  Score: Raw -117615722.600652 + Penalty 114739.327988 = -117500983.272664
  nChanged 205
Iteration 182Q (2688.100000 sec): 35 clusters
  Score: Raw -117615748.115502 + Penalty 114739.327988 = -117501008.787514
  nChanged 186
Iteration 183Q (2696.290000 sec): 35 clusters
  Score: Raw -117615764.956515 + Penalty 114739.327988 = -117501025.628527
  nChanged 173
Iteration 184Q (2704.440000 sec): 35 clusters
  Score: Raw -117615775.472350 + Penalty 114739.327988 = -117501036.144362
  nChanged 158
Iteration 185Q (2712.550000 sec): 35 clusters
  Score: Raw -117615786.373614 + Penalty 114739.327988 = -117501047.045626
  nChanged 134
Iteration 186Q (2720.690000 sec): 35 clusters
  Score: Raw -117615794.451779 + Penalty 114739.327988 = -117501055.123791
  nChanged 140
Iteration 187Q (2728.830000 sec): 35 clusters
  Score: Raw -117615803.265148 + Penalty 114739.327988 = -117501063.937160
  nChanged 145
Iteration 188Q (2736.960000 sec): 35 clusters
  Score: Raw -117615810.688762 + Penalty 114739.327988 = -117501071.360774
  nChanged 120
Iteration 189Q (2745.190000 sec): 35 clusters
  Score: Raw -117615816.073856 + Penalty 114739.327988 = -117501076.745867
  nChanged 107
Iteration 190Q (2753.390000 sec): 35 clusters
  Score: Raw -117615820.470589 + Penalty 114739.327988 = -117501081.142601
  nChanged 84
Iteration 191Q (2761.550000 sec): 35 clusters
  Score: Raw -117615824.001297 + Penalty 114739.327988 = -117501084.673309
  nChanged 77
Iteration 192Q (2769.710000 sec): 35 clusters
  Score: Raw -117615827.683336 + Penalty 114739.327988 = -117501088.355348
  nChanged 98
Iteration 193Q (2777.920000 sec): 35 clusters
  Score: Raw -117615831.601663 + Penalty 114739.327988 = -117501092.273674
  nChanged 90
Iteration 194Q (2786.100000 sec): 35 clusters
  Score: Raw -117615836.985377 + Penalty 114739.327988 = -117501097.657389
  nChanged 86
Iteration 195Q (2794.290000 sec): 35 clusters
  Score: Raw -117615840.794582 + Penalty 114739.327988 = -117501101.466594
  nChanged 91
Iteration 196Q (2802.460000 sec): 35 clusters
  Score: Raw -117615843.654743 + Penalty 114739.327988 = -117501104.326754
  nChanged 82
Iteration 197Q (2810.600000 sec): 35 clusters
  Score: Raw -117615846.322174 + Penalty 114739.327988 = -117501106.994186
  nChanged 72
Iteration 198Q (2818.740000 sec): 35 clusters
  Score: Raw -117615848.291191 + Penalty 114739.327988 = -117501108.963202
  nChanged 59
Iteration 199Q (2826.880000 sec): 35 clusters
  Score: Raw -117615850.692516 + Penalty 114739.327988 = -117501111.364528
  nChanged 52
Iteration 200F (2863.030000 sec): 35 clusters
  Score: Raw -117615853.147531 + Penalty 114739.327988 = -117501113.819543
  nChanged 57
Iteration 201Q (2871.250000 sec): 35 clusters
  Score: Raw -117615855.549404 + Penalty 114739.327988 = -117501116.221416
  nChanged 49
Iteration 202Q (2879.400000 sec): 35 clusters
  Score: Raw -117615857.225171 + Penalty 114739.327988 = -117501117.897183
  nChanged 36
Iteration 203Q (2887.530000 sec): 35 clusters
  Score: Raw -117615858.795139 + Penalty 114739.327988 = -117501119.467151
  nChanged 31
Iteration 204Q (2895.670000 sec): 35 clusters
  Score: Raw -117615860.286702 + Penalty 114739.327988 = -117501120.958714
  nChanged 41
Iteration 205Q (2903.820000 sec): 35 clusters
  Score: Raw -117615861.778098 + Penalty 114739.327988 = -117501122.450110
  nChanged 30
Iteration 206Q (2912.070000 sec): 35 clusters
  Score: Raw -117615862.682446 + Penalty 114739.327988 = -117501123.354458
  nChanged 32
Iteration 207Q (2920.270000 sec): 35 clusters
  Score: Raw -117615863.348063 + Penalty 114739.327988 = -117501124.020074
  nChanged 24
Iteration 208Q (2928.410000 sec): 35 clusters
  Score: Raw -117615863.843794 + Penalty 114739.327988 = -117501124.515806
  nChanged 24
Iteration 209Q (2936.570000 sec): 35 clusters
  Score: Raw -117615864.137778 + Penalty 114739.327988 = -117501124.809789
  nChanged 23
Iteration 210Q (2944.710000 sec): 35 clusters
  Score: Raw -117615864.340904 + Penalty 114739.327988 = -117501125.012915
  nChanged 24
Iteration 211Q (2952.870000 sec): 35 clusters
  Score: Raw -117615864.585704 + Penalty 114739.327988 = -117501125.257716
  nChanged 16
Iteration 212Q (2961.060000 sec): 35 clusters
  Score: Raw -117615864.715477 + Penalty 114739.327988 = -117501125.387489
  nChanged 6
Iteration 213Q (2969.210000 sec): 35 clusters
  Score: Raw -117615864.760206 + Penalty 114739.327988 = -117501125.432218
  nChanged 8
Iteration 214Q (2977.320000 sec): 35 clusters
  Score: Raw -117615864.857426 + Penalty 114739.327988 = -117501125.529438
  nChanged 11
Iteration 215Q (2985.480000 sec): 35 clusters
  Score: Raw -117615865.023168 + Penalty 114739.327988 = -117501125.695180
  nChanged 10
Iteration 216Q (2993.600000 sec): 35 clusters
  Score: Raw -117615865.246423 + Penalty 114739.327988 = -117501125.918435
  nChanged 7
Iteration 217Q (3001.950000 sec): 35 clusters
  Score: Raw -117615865.470095 + Penalty 114739.327988 = -117501126.142107
  nChanged 9
Iteration 218Q (3010.550000 sec): 35 clusters
  Score: Raw -117615865.816945 + Penalty 114739.327988 = -117501126.488957
  nChanged 7
Writing temp clu file 
Because OldScore, -117501126.142107, is greater than current (better) Score,-117501126.488957 
 Compute initial score before splitting:   Score: Raw -117615865.816945 + Penalty 114739.327988 = -117501126.488957
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3010.700000 sec): 2 clusters
  Score: Raw -122761.033076 + Penalty 1666.315262 = -121094.717813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3010.700000 sec): 3 clusters
  Score: Raw -122599.237833 + Penalty 3332.630525 = -119266.607309
  nChanged 186
		SP:Iteration 1F (3010.700000 sec): 3 clusters
  Score: Raw -122809.135008 + Penalty 3332.630525 = -119476.504483
  nChanged 42
		SP:Iteration 2F (3010.710000 sec): 3 clusters
  Score: Raw -122874.541583 + Penalty 3332.630525 = -119541.911058
  nChanged 18
		SP:Iteration 3Q (3010.710000 sec): 3 clusters
  Score: Raw -122910.629772 + Penalty 3332.630525 = -119577.999247
  nChanged 16
		SP:Iteration 4Q (3010.710000 sec): 3 clusters
  Score: Raw -122930.234702 + Penalty 3332.630525 = -119597.604177
  nChanged 4
		SP:Iteration 5Q (3010.720000 sec): 3 clusters
  Score: Raw -122934.051399 + Penalty 3332.630525 = -119601.420875
  nChanged 4
		SP:Iteration 6Q (3010.720000 sec): 3 clusters
  Score: Raw -122936.793869 + Penalty 3332.630525 = -119604.163344
  nChanged 4
		SP:Iteration 7Q (3010.720000 sec): 3 clusters
  Score: Raw -122945.254341 + Penalty 3332.630525 = -119612.623816
  nChanged 7
		SP:Iteration 8Q (3010.730000 sec): 3 clusters
  Score: Raw -122951.196779 + Penalty 3332.630525 = -119618.566254
  nChanged 4
		SP:Iteration 9Q (3010.730000 sec): 3 clusters
  Score: Raw -122954.513815 + Penalty 3332.630525 = -119621.883290
  nChanged 0
		SP:Iteration 10F (3010.730000 sec): 3 clusters
  Score: Raw -122954.513815 + Penalty 3332.630525 = -119621.883290
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3010.740000 sec): 2 clusters
  Score: Raw -179904.369306 + Penalty 1762.234960 = -178142.134345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3010.740000 sec): 3 clusters
  Score: Raw -179550.976430 + Penalty 3524.469920 = -176026.506510
  nChanged 318
		SP:Iteration 1F (3010.750000 sec): 3 clusters
  Score: Raw -179840.285299 + Penalty 3524.469920 = -176315.815378
  nChanged 77
		SP:Iteration 2F (3010.750000 sec): 3 clusters
  Score: Raw -179940.870083 + Penalty 3524.469920 = -176416.400163
  nChanged 52
		SP:Iteration 3Q (3010.760000 sec): 3 clusters
  Score: Raw -180052.597899 + Penalty 3524.469920 = -176528.127979
  nChanged 49
		SP:Iteration 4Q (3010.760000 sec): 3 clusters
  Score: Raw -180139.148989 + Penalty 3524.469920 = -176614.679069
  nChanged 40
		SP:Iteration 5Q (3010.770000 sec): 3 clusters
  Score: Raw -180203.345668 + Penalty 3524.469920 = -176678.875748
  nChanged 40
		SP:Iteration 6Q (3010.770000 sec): 3 clusters
  Score: Raw -180264.988909 + Penalty 3524.469920 = -176740.518989
  nChanged 34
		SP:Iteration 7Q (3010.780000 sec): 3 clusters
  Score: Raw -180306.593399 + Penalty 3524.469920 = -176782.123478
  nChanged 27
		SP:Iteration 8Q (3010.780000 sec): 3 clusters
  Score: Raw -180360.116383 + Penalty 3524.469920 = -176835.646463
  nChanged 22
		SP:Iteration 9Q (3010.790000 sec): 3 clusters
  Score: Raw -180388.766076 + Penalty 3524.469920 = -176864.296155
  nChanged 20
		SP:Iteration 10Q (3010.790000 sec): 3 clusters
  Score: Raw -180421.995615 + Penalty 3524.469920 = -176897.525695
  nChanged 21
		SP:Iteration 11Q (3010.790000 sec): 3 clusters
  Score: Raw -180449.547826 + Penalty 3524.469920 = -176925.077905
  nChanged 19
		SP:Iteration 12Q (3010.800000 sec): 3 clusters
  Score: Raw -180480.141792 + Penalty 3524.469920 = -176955.671872
  nChanged 12
		SP:Iteration 13Q (3010.810000 sec): 3 clusters
  Score: Raw -180495.959215 + Penalty 3524.469920 = -176971.489294
  nChanged 12
		SP:Iteration 14Q (3010.810000 sec): 3 clusters
  Score: Raw -180508.712788 + Penalty 3524.469920 = -176984.242868
  nChanged 16
		SP:Iteration 15Q (3010.810000 sec): 3 clusters
  Score: Raw -180527.084019 + Penalty 3524.469920 = -177002.614099
  nChanged 9
		SP:Iteration 16Q (3010.820000 sec): 3 clusters
  Score: Raw -180537.504647 + Penalty 3524.469920 = -177013.034727
  nChanged 8
		SP:Iteration 17Q (3010.820000 sec): 3 clusters
  Score: Raw -180546.861153 + Penalty 3524.469920 = -177022.391233
  nChanged 5
		SP:Iteration 18Q (3010.830000 sec): 3 clusters
  Score: Raw -180551.449959 + Penalty 3524.469920 = -177026.980039
  nChanged 5
		SP:Iteration 19Q (3010.830000 sec): 3 clusters
  Score: Raw -180558.029417 + Penalty 3524.469920 = -177033.559497
  nChanged 1
		SP:Iteration 20F (3010.840000 sec): 3 clusters
  Score: Raw -180558.829379 + Penalty 3524.469920 = -177034.359459
  nChanged 1
		SP:Iteration 21Q (3010.840000 sec): 3 clusters
  Score: Raw -180559.537263 + Penalty 3524.469920 = -177035.067343
  nChanged 3
		SP:Iteration 22Q (3010.850000 sec): 3 clusters
  Score: Raw -180572.697001 + Penalty 3524.469920 = -177048.227081
  nChanged 3
		SP:Iteration 23Q (3010.850000 sec): 3 clusters
  Score: Raw -180576.252687 + Penalty 3524.469920 = -177051.782767
  nChanged 1
		SP:Iteration 24Q (3010.850000 sec): 3 clusters
  Score: Raw -180578.554696 + Penalty 3524.469920 = -177054.084776
  nChanged 3
		SP:Iteration 25Q (3010.860000 sec): 3 clusters
  Score: Raw -180587.326782 + Penalty 3524.469920 = -177062.856861
  nChanged 4
		SP:Iteration 26Q (3010.860000 sec): 3 clusters
  Score: Raw -180595.191572 + Penalty 3524.469920 = -177070.721652
  nChanged 5
		SP:Iteration 27Q (3010.870000 sec): 3 clusters
  Score: Raw -180601.603918 + Penalty 3524.469920 = -177077.133998
  nChanged 4
		SP:Iteration 28Q (3010.870000 sec): 3 clusters
  Score: Raw -180607.852864 + Penalty 3524.469920 = -177083.382943
  nChanged 4
		SP:Iteration 29Q (3010.870000 sec): 3 clusters
  Score: Raw -180611.599987 + Penalty 3524.469920 = -177087.130067
  nChanged 5
		SP:Iteration 30Q (3010.880000 sec): 3 clusters
  Score: Raw -180615.634516 + Penalty 3524.469920 = -177091.164596
  nChanged 2
		SP:Iteration 31Q (3010.890000 sec): 3 clusters
  Score: Raw -180622.481099 + Penalty 3524.469920 = -177098.011179
  nChanged 2
		SP:Iteration 32Q (3010.890000 sec): 3 clusters
  Score: Raw -180624.496903 + Penalty 3524.469920 = -177100.026983
  nChanged 1
		SP:Iteration 33Q (3010.890000 sec): 3 clusters
  Score: Raw -180625.814827 + Penalty 3524.469920 = -177101.344907
  nChanged 2
		SP:Iteration 34Q (3010.900000 sec): 3 clusters
  Score: Raw -180630.637098 + Penalty 3524.469920 = -177106.167178
  nChanged 3
		SP:Iteration 35Q (3010.900000 sec): 3 clusters
  Score: Raw -180635.915886 + Penalty 3524.469920 = -177111.445965
  nChanged 3
		SP:Iteration 36Q (3010.910000 sec): 3 clusters
  Score: Raw -180639.541183 + Penalty 3524.469920 = -177115.071263
  nChanged 5
		SP:Iteration 37Q (3010.910000 sec): 3 clusters
  Score: Raw -180646.314628 + Penalty 3524.469920 = -177121.844708
  nChanged 5
		SP:Iteration 38Q (3010.910000 sec): 3 clusters
  Score: Raw -180654.169808 + Penalty 3524.469920 = -177129.699887
  nChanged 4
		SP:Iteration 39Q (3010.920000 sec): 3 clusters
  Score: Raw -180660.662659 + Penalty 3524.469920 = -177136.192739
  nChanged 5
		SP:Iteration 40F (3010.920000 sec): 3 clusters
  Score: Raw -180666.365199 + Penalty 3524.469920 = -177141.895279
  nChanged 4
		SP:Iteration 41Q (3010.930000 sec): 3 clusters
  Score: Raw -180669.495774 + Penalty 3524.469920 = -177145.025854
  nChanged 2
		SP:Iteration 42Q (3010.930000 sec): 3 clusters
  Score: Raw -180671.590573 + Penalty 3524.469920 = -177147.120653
  nChanged 1
		SP:Iteration 43Q (3010.940000 sec): 3 clusters
  Score: Raw -180672.035922 + Penalty 3524.469920 = -177147.566002
  nChanged 2
		SP:Iteration 44Q (3010.940000 sec): 3 clusters
  Score: Raw -180674.542113 + Penalty 3524.469920 = -177150.072193
  nChanged 2
		SP:Iteration 45Q (3010.950000 sec): 3 clusters
  Score: Raw -180676.391196 + Penalty 3524.469920 = -177151.921275
  nChanged 0
		SP:Iteration 46F (3010.950000 sec): 3 clusters
  Score: Raw -180676.391196 + Penalty 3524.469920 = -177151.921275
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3010.950000 sec): 2 clusters
  Score: Raw -22540.062065 + Penalty 1297.314937 = -21242.747128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3010.950000 sec): 3 clusters
  Score: Raw -22854.968678 + Penalty 2594.629874 = -20260.338804
  nChanged 26
		SP:Iteration 1F (3010.950000 sec): 3 clusters
  Score: Raw -23003.305228 + Penalty 2594.629874 = -20408.675354
  nChanged 10
		SP:Iteration 2F (3010.950000 sec): 3 clusters
  Score: Raw -23048.037317 + Penalty 2594.629874 = -20453.407443
  nChanged 5
		SP:Iteration 3Q (3010.950000 sec): 3 clusters
  Score: Raw -23077.464398 + Penalty 2594.629874 = -20482.834524
  nChanged 4
		SP:Iteration 4Q (3010.960000 sec): 3 clusters
  Score: Raw -23178.489560 + Penalty 2594.629874 = -20583.859686
  nChanged 3
		SP:Iteration 5Q (3010.960000 sec): 3 clusters
  Score: Raw -23191.996654 + Penalty 2594.629874 = -20597.366780
  nChanged 2
		SP:Iteration 6Q (3010.960000 sec): 3 clusters
  Score: Raw -23203.638441 + Penalty 2594.629874 = -20609.008567
  nChanged 0
		SP:Iteration 7F (3010.960000 sec): 3 clusters
  Score: Raw -23203.638441 + Penalty 2594.629874 = -20609.008567
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (2808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3010.970000 sec): 2 clusters
  Score: Raw -412082.647571 + Penalty 1969.176486 = -410113.471085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3010.980000 sec): 3 clusters
  Score: Raw -410926.325514 + Penalty 3938.352972 = -406987.972543
  nChanged 957
		SP:Iteration 1F (3010.990000 sec): 3 clusters
  Score: Raw -411614.299857 + Penalty 3938.352972 = -407675.946885
  nChanged 224
		SP:Iteration 2F (3011.010000 sec): 3 clusters
  Score: Raw -411825.697696 + Penalty 3938.352972 = -407887.344724
  nChanged 153
		SP:Iteration 3F (3011.010000 sec): 3 clusters
  Score: Raw -411959.481683 + Penalty 3938.352972 = -408021.128711
  nChanged 114
		SP:Iteration 4Q (3011.030000 sec): 3 clusters
  Score: Raw -412075.596595 + Penalty 3938.352972 = -408137.243624
  nChanged 118
		SP:Iteration 5Q (3011.040000 sec): 3 clusters
  Score: Raw -412179.765664 + Penalty 3938.352972 = -408241.412693
  nChanged 110
		SP:Iteration 6Q (3011.050000 sec): 3 clusters
  Score: Raw -412279.978623 + Penalty 3938.352972 = -408341.625651
  nChanged 102
		SP:Iteration 7Q (3011.060000 sec): 3 clusters
  Score: Raw -412388.190535 + Penalty 3938.352972 = -408449.837563
  nChanged 102
		SP:Iteration 8Q (3011.070000 sec): 3 clusters
  Score: Raw -412474.260300 + Penalty 3938.352972 = -408535.907329
  nChanged 67
		SP:Iteration 9Q (3011.080000 sec): 3 clusters
  Score: Raw -412538.301719 + Penalty 3938.352972 = -408599.948747
  nChanged 65
		SP:Iteration 10Q (3011.090000 sec): 3 clusters
  Score: Raw -412595.696514 + Penalty 3938.352972 = -408657.343542
  nChanged 67
		SP:Iteration 11Q (3011.100000 sec): 3 clusters
  Score: Raw -412655.277915 + Penalty 3938.352972 = -408716.924944
  nChanged 57
		SP:Iteration 12Q (3011.110000 sec): 3 clusters
  Score: Raw -412713.104544 + Penalty 3938.352972 = -408774.751572
  nChanged 59
		SP:Iteration 13Q (3011.130000 sec): 3 clusters
  Score: Raw -412779.311291 + Penalty 3938.352972 = -408840.958319
  nChanged 54
		SP:Iteration 14Q (3011.130000 sec): 3 clusters
  Score: Raw -412838.164107 + Penalty 3938.352972 = -408899.811135
  nChanged 37
		SP:Iteration 15Q (3011.150000 sec): 3 clusters
  Score: Raw -412883.158313 + Penalty 3938.352972 = -408944.805341
  nChanged 33
		SP:Iteration 16Q (3011.150000 sec): 3 clusters
  Score: Raw -412913.173834 + Penalty 3938.352972 = -408974.820863
  nChanged 17
		SP:Iteration 17Q (3011.170000 sec): 3 clusters
  Score: Raw -412933.658274 + Penalty 3938.352972 = -408995.305303
  nChanged 12
		SP:Iteration 18Q (3011.170000 sec): 3 clusters
  Score: Raw -412944.666310 + Penalty 3938.352972 = -409006.313338
  nChanged 14
		SP:Iteration 19Q (3011.180000 sec): 3 clusters
  Score: Raw -412955.346695 + Penalty 3938.352972 = -409016.993724
  nChanged 10
		SP:Iteration 20F (3011.190000 sec): 3 clusters
  Score: Raw -412963.831836 + Penalty 3938.352972 = -409025.478865
  nChanged 7
		SP:Iteration 21Q (3011.210000 sec): 3 clusters
  Score: Raw -412968.261543 + Penalty 3938.352972 = -409029.908571
  nChanged 3
		SP:Iteration 22Q (3011.210000 sec): 3 clusters
  Score: Raw -412970.622627 + Penalty 3938.352972 = -409032.269656
  nChanged 5
		SP:Iteration 23Q (3011.220000 sec): 3 clusters
  Score: Raw -412973.343977 + Penalty 3938.352972 = -409034.991005
  nChanged 0
		SP:Iteration 24F (3011.230000 sec): 3 clusters
  Score: Raw -412973.343977 + Penalty 3938.352972 = -409034.991005
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3011.240000 sec): 2 clusters
  Score: Raw -77809.852459 + Penalty 1571.093454 = -76238.759005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3011.240000 sec): 3 clusters
  Score: Raw -77855.282703 + Penalty 3142.186909 = -74713.095795
  nChanged 137
		SP:Iteration 1F (3011.240000 sec): 3 clusters
  Score: Raw -78294.564687 + Penalty 3142.186909 = -75152.377778
  nChanged 64
		SP:Iteration 2F (3011.250000 sec): 3 clusters
  Score: Raw -78655.506074 + Penalty 3142.186909 = -75513.319165
  nChanged 38
		SP:Iteration 3F (3011.250000 sec): 3 clusters
  Score: Raw -78918.512353 + Penalty 3142.186909 = -75776.325444
  nChanged 27
		SP:Iteration 4Q (3011.250000 sec): 3 clusters
  Score: Raw -79029.113579 + Penalty 3142.186909 = -75886.926670
  nChanged 14
		SP:Iteration 5Q (3011.250000 sec): 3 clusters
  Score: Raw -79081.490402 + Penalty 3142.186909 = -75939.303493
  nChanged 12
		SP:Iteration 6Q (3011.250000 sec): 3 clusters
  Score: Raw -79120.829626 + Penalty 3142.186909 = -75978.642717
  nChanged 10
		SP:Iteration 7Q (3011.250000 sec): 3 clusters
  Score: Raw -79156.781079 + Penalty 3142.186909 = -76014.594171
  nChanged 6
		SP:Iteration 8Q (3011.260000 sec): 3 clusters
  Score: Raw -79170.550591 + Penalty 3142.186909 = -76028.363683
  nChanged 1
		SP:Iteration 9Q (3011.260000 sec): 3 clusters
  Score: Raw -79171.348299 + Penalty 3142.186909 = -76029.161390
  nChanged 1
		SP:Iteration 10Q (3011.260000 sec): 3 clusters
  Score: Raw -79178.106151 + Penalty 3142.186909 = -76035.919242
  nChanged 0
		SP:Iteration 11F (3011.260000 sec): 3 clusters
  Score: Raw -79178.106151 + Penalty 3142.186909 = -76035.919242
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3011.330000 sec): 2 clusters
  Score: Raw -2464024.121161 + Penalty 2427.443022 = -2461596.678139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3011.410000 sec): 3 clusters
  Score: Raw -2453763.286573 + Penalty 4854.886044 = -2448908.400530
  nChanged 7740
		SP:Iteration 1F (3011.480000 sec): 3 clusters
  Score: Raw -2458021.881025 + Penalty 4854.886044 = -2453166.994982
  nChanged 1092
		SP:Iteration 2F (3011.550000 sec): 3 clusters
  Score: Raw -2458629.249144 + Penalty 4854.886044 = -2453774.363101
  nChanged 1061
		SP:Iteration 3F (3011.620000 sec): 3 clusters
  Score: Raw -2459196.722173 + Penalty 4854.886044 = -2454341.836130
  nChanged 974
		SP:Iteration 4F (3011.700000 sec): 3 clusters
  Score: Raw -2459710.643503 + Penalty 4854.886044 = -2454855.757459
  nChanged 931
		SP:Iteration 5F (3011.770000 sec): 3 clusters
  Score: Raw -2460184.109908 + Penalty 4854.886044 = -2455329.223864
  nChanged 846
		SP:Iteration 6Q (3011.850000 sec): 3 clusters
  Score: Raw -2460578.623832 + Penalty 4854.886044 = -2455723.737788
  nChanged 722
		SP:Iteration 7Q (3011.920000 sec): 3 clusters
  Score: Raw -2460913.765835 + Penalty 4854.886044 = -2456058.879791
  nChanged 652
		SP:Iteration 8Q (3012.000000 sec): 3 clusters
  Score: Raw -2461197.062001 + Penalty 4854.886044 = -2456342.175958
  nChanged 586
		SP:Iteration 9Q (3012.070000 sec): 3 clusters
  Score: Raw -2461453.233288 + Penalty 4854.886044 = -2456598.347245
  nChanged 545
		SP:Iteration 10Q (3012.150000 sec): 3 clusters
  Score: Raw -2461690.379365 + Penalty 4854.886044 = -2456835.493321
  nChanged 479
		SP:Iteration 11Q (3012.220000 sec): 3 clusters
  Score: Raw -2461896.637871 + Penalty 4854.886044 = -2457041.751828
  nChanged 468
		SP:Iteration 12Q (3012.290000 sec): 3 clusters
  Score: Raw -2462078.870837 + Penalty 4854.886044 = -2457223.984793
  nChanged 375
		SP:Iteration 13Q (3012.370000 sec): 3 clusters
  Score: Raw -2462219.077126 + Penalty 4854.886044 = -2457364.191082
  nChanged 349
		SP:Iteration 14Q (3012.440000 sec): 3 clusters
  Score: Raw -2462330.762838 + Penalty 4854.886044 = -2457475.876794
  nChanged 263
		SP:Iteration 15Q (3012.510000 sec): 3 clusters
  Score: Raw -2462407.446399 + Penalty 4854.886044 = -2457552.560355
  nChanged 250
		SP:Iteration 16Q (3012.580000 sec): 3 clusters
  Score: Raw -2462474.625078 + Penalty 4854.886044 = -2457619.739034
  nChanged 192
		SP:Iteration 17Q (3012.650000 sec): 3 clusters
  Score: Raw -2462522.266373 + Penalty 4854.886044 = -2457667.380329
  nChanged 163
		SP:Iteration 18Q (3012.720000 sec): 3 clusters
  Score: Raw -2462557.974300 + Penalty 4854.886044 = -2457703.088256
  nChanged 120
		SP:Iteration 19Q (3012.800000 sec): 3 clusters
  Score: Raw -2462580.396780 + Penalty 4854.886044 = -2457725.510736
  nChanged 108
		SP:Iteration 20F (3012.870000 sec): 3 clusters
  Score: Raw -2462598.381671 + Penalty 4854.886044 = -2457743.495628
  nChanged 97
		SP:Iteration 21Q (3012.940000 sec): 3 clusters
  Score: Raw -2462616.432680 + Penalty 4854.886044 = -2457761.546636
  nChanged 95
		SP:Iteration 22Q (3013.010000 sec): 3 clusters
  Score: Raw -2462634.022494 + Penalty 4854.886044 = -2457779.136451
  nChanged 101
		SP:Iteration 23Q (3013.080000 sec): 3 clusters
  Score: Raw -2462653.546838 + Penalty 4854.886044 = -2457798.660794
  nChanged 85
		SP:Iteration 24Q (3013.150000 sec): 3 clusters
  Score: Raw -2462668.151598 + Penalty 4854.886044 = -2457813.265554
  nChanged 91
		SP:Iteration 25Q (3013.220000 sec): 3 clusters
  Score: Raw -2462687.143552 + Penalty 4854.886044 = -2457832.257508
  nChanged 115
		SP:Iteration 26Q (3013.280000 sec): 3 clusters
  Score: Raw -2462711.700586 + Penalty 4854.886044 = -2457856.814543
  nChanged 123
		SP:Iteration 27Q (3013.360000 sec): 3 clusters
  Score: Raw -2462742.122350 + Penalty 4854.886044 = -2457887.236307
  nChanged 133
		SP:Iteration 28Q (3013.420000 sec): 3 clusters
  Score: Raw -2462776.665634 + Penalty 4854.886044 = -2457921.779590
  nChanged 133
		SP:Iteration 29Q (3013.490000 sec): 3 clusters
  Score: Raw -2462812.762874 + Penalty 4854.886044 = -2457957.876831
  nChanged 156
		SP:Iteration 30Q (3013.560000 sec): 3 clusters
  Score: Raw -2462861.308112 + Penalty 4854.886044 = -2458006.422069
  nChanged 174
		SP:Iteration 31Q (3013.640000 sec): 3 clusters
  Score: Raw -2462918.697555 + Penalty 4854.886044 = -2458063.811512
  nChanged 184
		SP:Iteration 32Q (3013.710000 sec): 3 clusters
  Score: Raw -2462977.378394 + Penalty 4854.886044 = -2458122.492350
  nChanged 182
		SP:Iteration 33Q (3013.780000 sec): 3 clusters
  Score: Raw -2463035.231268 + Penalty 4854.886044 = -2458180.345224
  nChanged 185
		SP:Iteration 34Q (3013.850000 sec): 3 clusters
  Score: Raw -2463088.052037 + Penalty 4854.886044 = -2458233.165993
  nChanged 180
		SP:Iteration 35Q (3013.920000 sec): 3 clusters
  Score: Raw -2463145.568644 + Penalty 4854.886044 = -2458290.682600
  nChanged 174
		SP:Iteration 36Q (3013.990000 sec): 3 clusters
  Score: Raw -2463201.513908 + Penalty 4854.886044 = -2458346.627865
  nChanged 165
		SP:Iteration 37Q (3014.060000 sec): 3 clusters
  Score: Raw -2463253.405925 + Penalty 4854.886044 = -2458398.519882
  nChanged 173
		SP:Iteration 38Q (3014.130000 sec): 3 clusters
  Score: Raw -2463301.661200 + Penalty 4854.886044 = -2458446.775156
  nChanged 150
		SP:Iteration 39Q (3014.200000 sec): 3 clusters
  Score: Raw -2463341.278415 + Penalty 4854.886044 = -2458486.392371
  nChanged 138
		SP:Iteration 40F (3014.270000 sec): 3 clusters
  Score: Raw -2463376.520192 + Penalty 4854.886044 = -2458521.634148
  nChanged 144
		SP:Iteration 41Q (3014.340000 sec): 3 clusters
  Score: Raw -2463413.259971 + Penalty 4854.886044 = -2458558.373927
  nChanged 136
		SP:Iteration 42Q (3014.400000 sec): 3 clusters
  Score: Raw -2463447.335626 + Penalty 4854.886044 = -2458592.449583
  nChanged 145
		SP:Iteration 43Q (3014.470000 sec): 3 clusters
  Score: Raw -2463484.753487 + Penalty 4854.886044 = -2458629.867444
  nChanged 141
		SP:Iteration 44Q (3014.540000 sec): 3 clusters
  Score: Raw -2463523.515923 + Penalty 4854.886044 = -2458668.629879
  nChanged 143
		SP:Iteration 45Q (3014.600000 sec): 3 clusters
  Score: Raw -2463563.325199 + Penalty 4854.886044 = -2458708.439155
  nChanged 145
		SP:Iteration 46Q (3014.670000 sec): 3 clusters
  Score: Raw -2463605.466930 + Penalty 4854.886044 = -2458750.580886
  nChanged 129
		SP:Iteration 47Q (3014.740000 sec): 3 clusters
  Score: Raw -2463641.091249 + Penalty 4854.886044 = -2458786.205206
  nChanged 122
		SP:Iteration 48Q (3014.800000 sec): 3 clusters
  Score: Raw -2463677.956770 + Penalty 4854.886044 = -2458823.070726
  nChanged 114
		SP:Iteration 49Q (3014.870000 sec): 3 clusters
  Score: Raw -2463709.097069 + Penalty 4854.886044 = -2458854.211025
  nChanged 106
		SP:Iteration 50Q (3014.930000 sec): 3 clusters
  Score: Raw -2463737.477583 + Penalty 4854.886044 = -2458882.591540
  nChanged 100
		SP:Iteration 51Q (3014.990000 sec): 3 clusters
  Score: Raw -2463766.400642 + Penalty 4854.886044 = -2458911.514599
  nChanged 112
		SP:Iteration 52Q (3015.060000 sec): 3 clusters
  Score: Raw -2463799.075403 + Penalty 4854.886044 = -2458944.189359
  nChanged 100
		SP:Iteration 53Q (3015.120000 sec): 3 clusters
  Score: Raw -2463825.051706 + Penalty 4854.886044 = -2458970.165662
  nChanged 102
		SP:Iteration 54Q (3015.180000 sec): 3 clusters
  Score: Raw -2463848.275571 + Penalty 4854.886044 = -2458993.389527
  nChanged 79
		SP:Iteration 55Q (3015.250000 sec): 3 clusters
  Score: Raw -2463868.341904 + Penalty 4854.886044 = -2459013.455860
  nChanged 96
		SP:Iteration 56Q (3015.310000 sec): 3 clusters
  Score: Raw -2463891.092818 + Penalty 4854.886044 = -2459036.206775
  nChanged 87
		SP:Iteration 57Q (3015.380000 sec): 3 clusters
  Score: Raw -2463913.619705 + Penalty 4854.886044 = -2459058.733661
  nChanged 95
		SP:Iteration 58Q (3015.440000 sec): 3 clusters
  Score: Raw -2463940.135628 + Penalty 4854.886044 = -2459085.249585
  nChanged 94
		SP:Iteration 59Q (3015.500000 sec): 3 clusters
  Score: Raw -2463969.888129 + Penalty 4854.886044 = -2459115.002085
  nChanged 90
		SP:Iteration 60F (3015.570000 sec): 3 clusters
  Score: Raw -2463994.466963 + Penalty 4854.886044 = -2459139.580920
  nChanged 87
		SP:Iteration 61Q (3015.640000 sec): 3 clusters
  Score: Raw -2464019.471206 + Penalty 4854.886044 = -2459164.585163
  nChanged 90
		SP:Iteration 62Q (3015.700000 sec): 3 clusters
  Score: Raw -2464044.799957 + Penalty 4854.886044 = -2459189.913913
  nChanged 79
		SP:Iteration 63Q (3015.760000 sec): 3 clusters
  Score: Raw -2464062.682435 + Penalty 4854.886044 = -2459207.796391
  nChanged 63
		SP:Iteration 64Q (3015.830000 sec): 3 clusters
  Score: Raw -2464074.893969 + Penalty 4854.886044 = -2459220.007926
  nChanged 55
		SP:Iteration 65Q (3015.890000 sec): 3 clusters
  Score: Raw -2464087.234008 + Penalty 4854.886044 = -2459232.347965
  nChanged 63
		SP:Iteration 66Q (3015.950000 sec): 3 clusters
  Score: Raw -2464102.447094 + Penalty 4854.886044 = -2459247.561050
  nChanged 56
		SP:Iteration 67Q (3016.020000 sec): 3 clusters
  Score: Raw -2464115.366670 + Penalty 4854.886044 = -2459260.480626
  nChanged 37
		SP:Iteration 68Q (3016.080000 sec): 3 clusters
  Score: Raw -2464123.770331 + Penalty 4854.886044 = -2459268.884287
  nChanged 31
		SP:Iteration 69Q (3016.140000 sec): 3 clusters
  Score: Raw -2464130.814138 + Penalty 4854.886044 = -2459275.928094
  nChanged 31
		SP:Iteration 70Q (3016.200000 sec): 3 clusters
  Score: Raw -2464136.424624 + Penalty 4854.886044 = -2459281.538580
  nChanged 35
		SP:Iteration 71Q (3016.270000 sec): 3 clusters
  Score: Raw -2464144.844959 + Penalty 4854.886044 = -2459289.958916
  nChanged 34
		SP:Iteration 72Q (3016.330000 sec): 3 clusters
  Score: Raw -2464150.887228 + Penalty 4854.886044 = -2459296.001184
  nChanged 29
		SP:Iteration 73Q (3016.390000 sec): 3 clusters
  Score: Raw -2464156.155895 + Penalty 4854.886044 = -2459301.269851
  nChanged 26
		SP:Iteration 74Q (3016.450000 sec): 3 clusters
  Score: Raw -2464160.732015 + Penalty 4854.886044 = -2459305.845971
  nChanged 27
		SP:Iteration 75Q (3016.510000 sec): 3 clusters
  Score: Raw -2464166.774834 + Penalty 4854.886044 = -2459311.888791
  nChanged 33
		SP:Iteration 76Q (3016.570000 sec): 3 clusters
  Score: Raw -2464173.694714 + Penalty 4854.886044 = -2459318.808670
  nChanged 24
		SP:Iteration 77Q (3016.630000 sec): 3 clusters
  Score: Raw -2464178.783961 + Penalty 4854.886044 = -2459323.897917
  nChanged 20
		SP:Iteration 78Q (3016.690000 sec): 3 clusters
  Score: Raw -2464182.114238 + Penalty 4854.886044 = -2459327.228194
  nChanged 23
		SP:Iteration 79Q (3016.750000 sec): 3 clusters
  Score: Raw -2464185.489085 + Penalty 4854.886044 = -2459330.603041
  nChanged 23
		SP:Iteration 80F (3016.820000 sec): 3 clusters
  Score: Raw -2464189.169858 + Penalty 4854.886044 = -2459334.283815
  nChanged 19
		SP:Iteration 81Q (3016.880000 sec): 3 clusters
  Score: Raw -2464192.250782 + Penalty 4854.886044 = -2459337.364738
  nChanged 17
		SP:Iteration 82Q (3016.940000 sec): 3 clusters
  Score: Raw -2464195.468837 + Penalty 4854.886044 = -2459340.582794
  nChanged 19
		SP:Iteration 83Q (3017.000000 sec): 3 clusters
  Score: Raw -2464199.421102 + Penalty 4854.886044 = -2459344.535058
  nChanged 14
		SP:Iteration 84Q (3017.060000 sec): 3 clusters
  Score: Raw -2464201.808884 + Penalty 4854.886044 = -2459346.922841
  nChanged 14
		SP:Iteration 85Q (3017.120000 sec): 3 clusters
  Score: Raw -2464204.798260 + Penalty 4854.886044 = -2459349.912217
  nChanged 18
		SP:Iteration 86Q (3017.170000 sec): 3 clusters
  Score: Raw -2464208.117422 + Penalty 4854.886044 = -2459353.231378
  nChanged 12
		SP:Iteration 87Q (3017.240000 sec): 3 clusters
  Score: Raw -2464210.454049 + Penalty 4854.886044 = -2459355.568005
  nChanged 6
		SP:Iteration 88Q (3017.300000 sec): 3 clusters
  Score: Raw -2464211.659799 + Penalty 4854.886044 = -2459356.773755
  nChanged 8
		SP:Iteration 89Q (3017.360000 sec): 3 clusters
  Score: Raw -2464213.143982 + Penalty 4854.886044 = -2459358.257938
  nChanged 9
		SP:Iteration 90Q (3017.420000 sec): 3 clusters
  Score: Raw -2464215.047706 + Penalty 4854.886044 = -2459360.161662
  nChanged 13
		SP:Iteration 91Q (3017.490000 sec): 3 clusters
  Score: Raw -2464217.230065 + Penalty 4854.886044 = -2459362.344021
  nChanged 8
		SP:Iteration 92Q (3017.550000 sec): 3 clusters
  Score: Raw -2464219.129124 + Penalty 4854.886044 = -2459364.243080
  nChanged 16
		SP:Iteration 93Q (3017.610000 sec): 3 clusters
  Score: Raw -2464222.452040 + Penalty 4854.886044 = -2459367.565996
  nChanged 12
		SP:Iteration 94Q (3017.670000 sec): 3 clusters
  Score: Raw -2464224.397139 + Penalty 4854.886044 = -2459369.511096
  nChanged 9
		SP:Iteration 95Q (3017.730000 sec): 3 clusters
  Score: Raw -2464226.096682 + Penalty 4854.886044 = -2459371.210638
  nChanged 10
		SP:Iteration 96Q (3017.790000 sec): 3 clusters
  Score: Raw -2464227.503896 + Penalty 4854.886044 = -2459372.617852
  nChanged 7
		SP:Iteration 97Q (3017.850000 sec): 3 clusters
  Score: Raw -2464229.028880 + Penalty 4854.886044 = -2459374.142836
  nChanged 9
		SP:Iteration 98Q (3017.910000 sec): 3 clusters
  Score: Raw -2464231.186190 + Penalty 4854.886044 = -2459376.300146
  nChanged 8
		SP:Iteration 99Q (3017.970000 sec): 3 clusters
  Score: Raw -2464232.411819 + Penalty 4854.886044 = -2459377.525775
  nChanged 5
		SP:Iteration 100F (3018.040000 sec): 3 clusters
  Score: Raw -2464232.818144 + Penalty 4854.886044 = -2459377.932100
  nChanged 2
		SP:Iteration 101Q (3018.100000 sec): 3 clusters
  Score: Raw -2464233.111791 + Penalty 4854.886044 = -2459378.225748
  nChanged 2
		SP:Iteration 102Q (3018.160000 sec): 3 clusters
  Score: Raw -2464233.577550 + Penalty 4854.886044 = -2459378.691506
  nChanged 2
		SP:Iteration 103Q (3018.220000 sec): 3 clusters
  Score: Raw -2464233.909984 + Penalty 4854.886044 = -2459379.023940
  nChanged 5
		SP:Iteration 104Q (3018.270000 sec): 3 clusters
  Score: Raw -2464234.331085 + Penalty 4854.886044 = -2459379.445041
  nChanged 2
		SP:Iteration 105Q (3018.330000 sec): 3 clusters
  Score: Raw -2464234.680078 + Penalty 4854.886044 = -2459379.794034
  nChanged 5
		SP:Iteration 106Q (3018.390000 sec): 3 clusters
  Score: Raw -2464236.035582 + Penalty 4854.886044 = -2459381.149538
  nChanged 3
		SP:Iteration 107Q (3018.450000 sec): 3 clusters
  Score: Raw -2464236.478109 + Penalty 4854.886044 = -2459381.592065
  nChanged 0
		SP:Iteration 108F (3018.520000 sec): 3 clusters
  Score: Raw -2464236.478109 + Penalty 4854.886044 = -2459381.592065
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3018.550000 sec): 2 clusters
  Score: Raw -1055727.530065 + Penalty 2202.523122 = -1053525.006944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3018.580000 sec): 3 clusters
  Score: Raw -1052032.042671 + Penalty 4405.046243 = -1047626.996428
  nChanged 2867
		SP:Iteration 1F (3018.610000 sec): 3 clusters
  Score: Raw -1053644.306241 + Penalty 4405.046243 = -1049239.259998
  nChanged 537
		SP:Iteration 2F (3018.640000 sec): 3 clusters
  Score: Raw -1053971.827346 + Penalty 4405.046243 = -1049566.781102
  nChanged 404
		SP:Iteration 3F (3018.670000 sec): 3 clusters
  Score: Raw -1054211.994885 + Penalty 4405.046243 = -1049806.948641
  nChanged 359
		SP:Iteration 4Q (3018.690000 sec): 3 clusters
  Score: Raw -1054425.446296 + Penalty 4405.046243 = -1050020.400053
  nChanged 346
		SP:Iteration 5Q (3018.720000 sec): 3 clusters
  Score: Raw -1054643.045556 + Penalty 4405.046243 = -1050237.999313
  nChanged 298
		SP:Iteration 6Q (3018.750000 sec): 3 clusters
  Score: Raw -1054812.994523 + Penalty 4405.046243 = -1050407.948280
  nChanged 259
		SP:Iteration 7Q (3018.780000 sec): 3 clusters
  Score: Raw -1054978.562927 + Penalty 4405.046243 = -1050573.516683
  nChanged 250
		SP:Iteration 8Q (3018.810000 sec): 3 clusters
  Score: Raw -1055139.845023 + Penalty 4405.046243 = -1050734.798780
  nChanged 228
		SP:Iteration 9Q (3018.840000 sec): 3 clusters
  Score: Raw -1055288.549805 + Penalty 4405.046243 = -1050883.503562
  nChanged 169
		SP:Iteration 10Q (3018.870000 sec): 3 clusters
  Score: Raw -1055401.638513 + Penalty 4405.046243 = -1050996.592270
  nChanged 170
		SP:Iteration 11Q (3018.890000 sec): 3 clusters
  Score: Raw -1055515.579114 + Penalty 4405.046243 = -1051110.532871
  nChanged 152
		SP:Iteration 12Q (3018.920000 sec): 3 clusters
  Score: Raw -1055619.376799 + Penalty 4405.046243 = -1051214.330556
  nChanged 140
		SP:Iteration 13Q (3018.950000 sec): 3 clusters
  Score: Raw -1055735.665381 + Penalty 4405.046243 = -1051330.619137
  nChanged 152
		SP:Iteration 14Q (3018.970000 sec): 3 clusters
  Score: Raw -1055871.897470 + Penalty 4405.046243 = -1051466.851227
  nChanged 128
		SP:Iteration 15Q (3019.000000 sec): 3 clusters
  Score: Raw -1055987.148585 + Penalty 4405.046243 = -1051582.102341
  nChanged 123
		SP:Iteration 16Q (3019.030000 sec): 3 clusters
  Score: Raw -1056093.591671 + Penalty 4405.046243 = -1051688.545428
  nChanged 119
		SP:Iteration 17Q (3019.050000 sec): 3 clusters
  Score: Raw -1056188.084444 + Penalty 4405.046243 = -1051783.038201
  nChanged 93
		SP:Iteration 18Q (3019.080000 sec): 3 clusters
  Score: Raw -1056259.547312 + Penalty 4405.046243 = -1051854.501069
  nChanged 76
		SP:Iteration 19Q (3019.100000 sec): 3 clusters
  Score: Raw -1056313.848865 + Penalty 4405.046243 = -1051908.802622
  nChanged 72
		SP:Iteration 20F (3019.130000 sec): 3 clusters
  Score: Raw -1056355.843133 + Penalty 4405.046243 = -1051950.796890
  nChanged 59
		SP:Iteration 21Q (3019.150000 sec): 3 clusters
  Score: Raw -1056386.553438 + Penalty 4405.046243 = -1051981.507194
  nChanged 55
		SP:Iteration 22Q (3019.180000 sec): 3 clusters
  Score: Raw -1056416.457090 + Penalty 4405.046243 = -1052011.410846
  nChanged 56
		SP:Iteration 23Q (3019.210000 sec): 3 clusters
  Score: Raw -1056442.355946 + Penalty 4405.046243 = -1052037.309703
  nChanged 44
		SP:Iteration 24Q (3019.230000 sec): 3 clusters
  Score: Raw -1056459.589807 + Penalty 4405.046243 = -1052054.543564
  nChanged 32
		SP:Iteration 25Q (3019.260000 sec): 3 clusters
  Score: Raw -1056476.451359 + Penalty 4405.046243 = -1052071.405116
  nChanged 39
		SP:Iteration 26Q (3019.290000 sec): 3 clusters
  Score: Raw -1056493.195009 + Penalty 4405.046243 = -1052088.148766
  nChanged 31
		SP:Iteration 27Q (3019.310000 sec): 3 clusters
  Score: Raw -1056506.782043 + Penalty 4405.046243 = -1052101.735799
  nChanged 25
		SP:Iteration 28Q (3019.330000 sec): 3 clusters
  Score: Raw -1056516.376012 + Penalty 4405.046243 = -1052111.329769
  nChanged 19
		SP:Iteration 29Q (3019.370000 sec): 3 clusters
  Score: Raw -1056524.673228 + Penalty 4405.046243 = -1052119.626985
  nChanged 25
		SP:Iteration 30Q (3019.390000 sec): 3 clusters
  Score: Raw -1056533.821250 + Penalty 4405.046243 = -1052128.775006
  nChanged 23
		SP:Iteration 31Q (3019.410000 sec): 3 clusters
  Score: Raw -1056542.372320 + Penalty 4405.046243 = -1052137.326077
  nChanged 18
		SP:Iteration 32Q (3019.430000 sec): 3 clusters
  Score: Raw -1056549.684027 + Penalty 4405.046243 = -1052144.637784
  nChanged 18
		SP:Iteration 33Q (3019.450000 sec): 3 clusters
  Score: Raw -1056555.590815 + Penalty 4405.046243 = -1052150.544572
  nChanged 12
		SP:Iteration 34Q (3019.470000 sec): 3 clusters
  Score: Raw -1056559.520835 + Penalty 4405.046243 = -1052154.474592
  nChanged 13
		SP:Iteration 35Q (3019.490000 sec): 3 clusters
  Score: Raw -1056563.159637 + Penalty 4405.046243 = -1052158.113394
  nChanged 15
		SP:Iteration 36Q (3019.520000 sec): 3 clusters
  Score: Raw -1056568.731252 + Penalty 4405.046243 = -1052163.685009
  nChanged 11
		SP:Iteration 37Q (3019.540000 sec): 3 clusters
  Score: Raw -1056572.733590 + Penalty 4405.046243 = -1052167.687347
  nChanged 7
		SP:Iteration 38Q (3019.560000 sec): 3 clusters
  Score: Raw -1056574.252878 + Penalty 4405.046243 = -1052169.206635
  nChanged 3
		SP:Iteration 39Q (3019.580000 sec): 3 clusters
  Score: Raw -1056574.770957 + Penalty 4405.046243 = -1052169.724714
  nChanged 2
		SP:Iteration 40F (3019.610000 sec): 3 clusters
  Score: Raw -1056575.678603 + Penalty 4405.046243 = -1052170.632360
  nChanged 1
		SP:Iteration 41Q (3019.630000 sec): 3 clusters
  Score: Raw -1056575.844709 + Penalty 4405.046243 = -1052170.798466
  nChanged 0
		SP:Iteration 42F (3019.650000 sec): 3 clusters
  Score: Raw -1056575.844709 + Penalty 4405.046243 = -1052170.798466
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (100197 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3020.020000 sec): 2 clusters
  Score: Raw -14805464.909092 + Penalty 2855.693595 = -14802609.215497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3020.430000 sec): 3 clusters
  Score: Raw -14741277.289886 + Penalty 5711.387189 = -14735565.902697
  nChanged 47466
		SP:Iteration 1F (3020.800000 sec): 3 clusters
  Score: Raw -14767915.109932 + Penalty 5711.387189 = -14762203.722742
  nChanged 3146
		SP:Iteration 2Q (3021.190000 sec): 3 clusters
  Score: Raw -14768590.218422 + Penalty 5711.387189 = -14762878.831232
  nChanged 3156
		SP:Iteration 3Q (3021.580000 sec): 3 clusters
  Score: Raw -14769337.619807 + Penalty 5711.387189 = -14763626.232618
  nChanged 3395
		SP:Iteration 4Q (3021.970000 sec): 3 clusters
  Score: Raw -14770269.688798 + Penalty 5711.387189 = -14764558.301609
  nChanged 3680
		SP:Iteration 5Q (3022.350000 sec): 3 clusters
  Score: Raw -14771512.990331 + Penalty 5711.387189 = -14765801.603141
  nChanged 4454
		SP:Iteration 6Q (3022.740000 sec): 3 clusters
  Score: Raw -14773373.339783 + Penalty 5711.387189 = -14767661.952593
  nChanged 5384
		SP:Iteration 7F (3023.120000 sec): 3 clusters
  Score: Raw -14776094.818790 + Penalty 5711.387189 = -14770383.431601
  nChanged 6240
		SP:Iteration 8F (3023.490000 sec): 3 clusters
  Score: Raw -14779770.798824 + Penalty 5711.387189 = -14774059.411635
  nChanged 6682
		SP:Iteration 9F (3023.870000 sec): 3 clusters
  Score: Raw -14784247.241068 + Penalty 5711.387189 = -14778535.853878
  nChanged 6550
		SP:Iteration 10F (3024.250000 sec): 3 clusters
  Score: Raw -14789130.973928 + Penalty 5711.387189 = -14783419.586739
  nChanged 6027
		SP:Iteration 11F (3024.660000 sec): 3 clusters
  Score: Raw -14793867.016355 + Penalty 5711.387189 = -14788155.629165
  nChanged 4833
		SP:Iteration 12Q (3025.080000 sec): 3 clusters
  Score: Raw -14797771.170966 + Penalty 5711.387189 = -14792059.783777
  nChanged 3572
		SP:Iteration 13Q (3025.440000 sec): 3 clusters
  Score: Raw -14800629.492879 + Penalty 5711.387189 = -14794918.105690
  nChanged 2447
		SP:Iteration 14Q (3025.780000 sec): 3 clusters
  Score: Raw -14802515.503899 + Penalty 5711.387189 = -14796804.116710
  nChanged 1636
		SP:Iteration 15Q (3026.100000 sec): 3 clusters
  Score: Raw -14803756.865085 + Penalty 5711.387189 = -14798045.477895
  nChanged 1073
		SP:Iteration 16Q (3026.410000 sec): 3 clusters
  Score: Raw -14804588.218361 + Penalty 5711.387189 = -14798876.831172
  nChanged 691
		SP:Iteration 17Q (3026.690000 sec): 3 clusters
  Score: Raw -14805123.413604 + Penalty 5711.387189 = -14799412.026415
  nChanged 418
		SP:Iteration 18Q (3026.970000 sec): 3 clusters
  Score: Raw -14805426.234086 + Penalty 5711.387189 = -14799714.846897
  nChanged 255
		SP:Iteration 19Q (3027.250000 sec): 3 clusters
  Score: Raw -14805610.913600 + Penalty 5711.387189 = -14799899.526410
  nChanged 163
		SP:Iteration 20F (3027.620000 sec): 3 clusters
  Score: Raw -14805731.840069 + Penalty 5711.387189 = -14800020.452879
  nChanged 133
		SP:Iteration 21Q (3027.890000 sec): 3 clusters
  Score: Raw -14805836.819013 + Penalty 5711.387189 = -14800125.431824
  nChanged 106
		SP:Iteration 22Q (3028.160000 sec): 3 clusters
  Score: Raw -14805921.245047 + Penalty 5711.387189 = -14800209.857857
  nChanged 73
		SP:Iteration 23Q (3028.430000 sec): 3 clusters
  Score: Raw -14805971.862631 + Penalty 5711.387189 = -14800260.475442
  nChanged 55
		SP:Iteration 24Q (3028.700000 sec): 3 clusters
  Score: Raw -14806011.081709 + Penalty 5711.387189 = -14800299.694519
  nChanged 33
		SP:Iteration 25Q (3028.970000 sec): 3 clusters
  Score: Raw -14806029.133623 + Penalty 5711.387189 = -14800317.746433
  nChanged 22
		SP:Iteration 26Q (3029.230000 sec): 3 clusters
  Score: Raw -14806039.479977 + Penalty 5711.387189 = -14800328.092787
  nChanged 15
		SP:Iteration 27Q (3029.500000 sec): 3 clusters
  Score: Raw -14806047.086907 + Penalty 5711.387189 = -14800335.699718
  nChanged 11
		SP:Iteration 28Q (3029.760000 sec): 3 clusters
  Score: Raw -14806053.607320 + Penalty 5711.387189 = -14800342.220130
  nChanged 7
		SP:Iteration 29Q (3030.030000 sec): 3 clusters
  Score: Raw -14806057.040285 + Penalty 5711.387189 = -14800345.653096
  nChanged 5
		SP:Iteration 30Q (3030.290000 sec): 3 clusters
  Score: Raw -14806060.148440 + Penalty 5711.387189 = -14800348.761250
  nChanged 6
		SP:Iteration 31Q (3030.560000 sec): 3 clusters
  Score: Raw -14806064.141226 + Penalty 5711.387189 = -14800352.754036
  nChanged 6
		SP:Iteration 32Q (3030.830000 sec): 3 clusters
  Score: Raw -14806068.839245 + Penalty 5711.387189 = -14800357.452055
  nChanged 7
		SP:Iteration 33Q (3031.090000 sec): 3 clusters
  Score: Raw -14806073.610697 + Penalty 5711.387189 = -14800362.223508
  nChanged 7
		SP:Iteration 34Q (3031.360000 sec): 3 clusters
  Score: Raw -14806076.278395 + Penalty 5711.387189 = -14800364.891206
  nChanged 8
		SP:Iteration 35Q (3031.620000 sec): 3 clusters
  Score: Raw -14806080.497278 + Penalty 5711.387189 = -14800369.110089
  nChanged 4
		SP:Iteration 36Q (3031.890000 sec): 3 clusters
  Score: Raw -14806083.063893 + Penalty 5711.387189 = -14800371.676704
  nChanged 4
		SP:Iteration 37Q (3032.150000 sec): 3 clusters
  Score: Raw -14806085.769061 + Penalty 5711.387189 = -14800374.381872
  nChanged 4
		SP:Iteration 38Q (3032.410000 sec): 3 clusters
  Score: Raw -14806087.237561 + Penalty 5711.387189 = -14800375.850372
  nChanged 1
		SP:Iteration 39Q (3032.680000 sec): 3 clusters
  Score: Raw -14806087.638926 + Penalty 5711.387189 = -14800376.251736
  nChanged 0
		SP:Iteration 40F (3033.050000 sec): 3 clusters
  Score: Raw -14806087.638926 + Penalty 5711.387189 = -14800376.251736
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3033.090000 sec): 2 clusters
  Score: Raw -35204.480717 + Penalty 1371.298414 = -33833.182303
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3033.090000 sec): 3 clusters
  Score: Raw -35376.551737 + Penalty 2742.596827 = -32633.954909
  nChanged 15
		SP:Iteration 1F (3033.090000 sec): 3 clusters
  Score: Raw -35417.615390 + Penalty 2742.596827 = -32675.018563
  nChanged 4
		SP:Iteration 2Q (3033.090000 sec): 3 clusters
  Score: Raw -35439.948280 + Penalty 2742.596827 = -32697.351453
  nChanged 4
		SP:Iteration 3Q (3033.090000 sec): 3 clusters
  Score: Raw -35459.508136 + Penalty 2742.596827 = -32716.911309
  nChanged 1
		SP:Iteration 4Q (3033.090000 sec): 3 clusters
  Score: Raw -35461.074896 + Penalty 2742.596827 = -32718.478069
  nChanged 0
		SP:Iteration 5F (3033.090000 sec): 3 clusters
  Score: Raw -35461.074896 + Penalty 2742.596827 = -32718.478069
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (259059 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3033.960000 sec): 2 clusters
  Score: Raw -38340513.913558 + Penalty 3091.273156 = -38337422.640401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3034.940000 sec): 3 clusters
  Score: Raw -38169484.457161 + Penalty 6182.546313 = -38163301.910849
  nChanged 125028
		SP:Iteration 1F (3035.930000 sec): 3 clusters
  Score: Raw -38242767.422981 + Penalty 6182.546313 = -38236584.876668
  nChanged 6033
		SP:Iteration 2Q (3036.940000 sec): 3 clusters
  Score: Raw -38243751.941498 + Penalty 6182.546313 = -38237569.395186
  nChanged 6228
		SP:Iteration 3Q (3037.950000 sec): 3 clusters
  Score: Raw -38244812.687463 + Penalty 6182.546313 = -38238630.141151
  nChanged 6457
		SP:Iteration 4Q (3038.970000 sec): 3 clusters
  Score: Raw -38246052.575136 + Penalty 6182.546313 = -38239870.028823
  nChanged 6938
		SP:Iteration 5Q (3039.990000 sec): 3 clusters
  Score: Raw -38247501.838483 + Penalty 6182.546313 = -38241319.292170
  nChanged 7568
		SP:Iteration 6Q (3041.010000 sec): 3 clusters
  Score: Raw -38249195.974814 + Penalty 6182.546313 = -38243013.428501
  nChanged 8109
		SP:Iteration 7Q (3042.030000 sec): 3 clusters
  Score: Raw -38251183.814306 + Penalty 6182.546313 = -38245001.267994
  nChanged 8392
		SP:Iteration 8Q (3043.030000 sec): 3 clusters
  Score: Raw -38253359.365896 + Penalty 6182.546313 = -38247176.819583
  nChanged 8696
		SP:Iteration 9Q (3044.050000 sec): 3 clusters
  Score: Raw -38255795.438634 + Penalty 6182.546313 = -38249612.892322
  nChanged 8930
		SP:Iteration 10Q (3045.070000 sec): 3 clusters
  Score: Raw -38258439.313025 + Penalty 6182.546313 = -38252256.766713
  nChanged 8933
		SP:Iteration 11Q (3046.080000 sec): 3 clusters
  Score: Raw -38261122.349598 + Penalty 6182.546313 = -38254939.803286
  nChanged 8969
		SP:Iteration 12Q (3047.090000 sec): 3 clusters
  Score: Raw -38263894.524071 + Penalty 6182.546313 = -38257711.977758
  nChanged 8981
		SP:Iteration 13Q (3048.100000 sec): 3 clusters
  Score: Raw -38266803.021149 + Penalty 6182.546313 = -38260620.474836
  nChanged 9294
		SP:Iteration 14Q (3049.120000 sec): 3 clusters
  Score: Raw -38270231.383317 + Penalty 6182.546313 = -38264048.837005
  nChanged 10292
		SP:Iteration 15Q (3050.120000 sec): 3 clusters
  Score: Raw -38274677.901261 + Penalty 6182.546313 = -38268495.354949
  nChanged 11586
		SP:Iteration 16Q (3051.130000 sec): 3 clusters
  Score: Raw -38280548.366140 + Penalty 6182.546313 = -38274365.819828
  nChanged 12599
		SP:Iteration 17Q (3052.140000 sec): 3 clusters
  Score: Raw -38287578.142837 + Penalty 6182.546313 = -38281395.596524
  nChanged 12584
		SP:Iteration 18Q (3053.130000 sec): 3 clusters
  Score: Raw -38295185.795253 + Penalty 6182.546313 = -38289003.248941
  nChanged 11944
		SP:Iteration 19Q (3054.100000 sec): 3 clusters
  Score: Raw -38302699.768691 + Penalty 6182.546313 = -38296517.222379
  nChanged 10504
		SP:Iteration 20F (3055.090000 sec): 3 clusters
  Score: Raw -38309318.422574 + Penalty 6182.546313 = -38303135.876262
  nChanged 8990
		SP:Iteration 21Q (3056.000000 sec): 3 clusters
  Score: Raw -38315039.688948 + Penalty 6182.546313 = -38308857.142635
  nChanged 7790
		SP:Iteration 22Q (3056.860000 sec): 3 clusters
  Score: Raw -38320173.873751 + Penalty 6182.546313 = -38313991.327438
  nChanged 6700
		SP:Iteration 23Q (3057.700000 sec): 3 clusters
  Score: Raw -38324762.264152 + Penalty 6182.546313 = -38318579.717840
  nChanged 5901
		SP:Iteration 24Q (3058.500000 sec): 3 clusters
  Score: Raw -38329032.604730 + Penalty 6182.546313 = -38322850.058417
  nChanged 4906
		SP:Iteration 25Q (3059.280000 sec): 3 clusters
  Score: Raw -38332707.214303 + Penalty 6182.546313 = -38326524.667991
  nChanged 3899
		SP:Iteration 26Q (3060.030000 sec): 3 clusters
  Score: Raw -38335733.101250 + Penalty 6182.546313 = -38329550.554937
  nChanged 2768
		SP:Iteration 27Q (3060.760000 sec): 3 clusters
  Score: Raw -38337912.408378 + Penalty 6182.546313 = -38331729.862065
  nChanged 1767
		SP:Iteration 28Q (3061.480000 sec): 3 clusters
  Score: Raw -38339278.487614 + Penalty 6182.546313 = -38333095.941301
  nChanged 958
		SP:Iteration 29Q (3062.190000 sec): 3 clusters
  Score: Raw -38340015.802398 + Penalty 6182.546313 = -38333833.256085
  nChanged 443
		SP:Iteration 30Q (3062.900000 sec): 3 clusters
  Score: Raw -38340378.264038 + Penalty 6182.546313 = -38334195.717725
  nChanged 219
		SP:Iteration 31Q (3063.590000 sec): 3 clusters
  Score: Raw -38340561.706018 + Penalty 6182.546313 = -38334379.159705
  nChanged 110
		SP:Iteration 32Q (3064.280000 sec): 3 clusters
  Score: Raw -38340662.584567 + Penalty 6182.546313 = -38334480.038254
  nChanged 86
		SP:Iteration 33Q (3064.980000 sec): 3 clusters
  Score: Raw -38340751.010139 + Penalty 6182.546313 = -38334568.463826
  nChanged 53
		SP:Iteration 34Q (3065.670000 sec): 3 clusters
  Score: Raw -38340800.452913 + Penalty 6182.546313 = -38334617.906601
  nChanged 35
		SP:Iteration 35Q (3066.370000 sec): 3 clusters
  Score: Raw -38340828.876196 + Penalty 6182.546313 = -38334646.329884
  nChanged 17
		SP:Iteration 36Q (3067.050000 sec): 3 clusters
  Score: Raw -38340841.656920 + Penalty 6182.546313 = -38334659.110607
  nChanged 10
		SP:Iteration 37Q (3067.740000 sec): 3 clusters
  Score: Raw -38340851.196079 + Penalty 6182.546313 = -38334668.649767
  nChanged 8
		SP:Iteration 38Q (3068.430000 sec): 3 clusters
  Score: Raw -38340859.089050 + Penalty 6182.546313 = -38334676.542737
  nChanged 11
		SP:Iteration 39Q (3069.120000 sec): 3 clusters
  Score: Raw -38340868.967038 + Penalty 6182.546313 = -38334686.420725
  nChanged 7
		SP:Iteration 40F (3070.090000 sec): 3 clusters
  Score: Raw -38340876.114000 + Penalty 6182.546313 = -38334693.567687
  nChanged 13
		SP:Iteration 41Q (3070.780000 sec): 3 clusters
  Score: Raw -38340890.321147 + Penalty 6182.546313 = -38334707.774835
  nChanged 7
		SP:Iteration 42Q (3071.470000 sec): 3 clusters
  Score: Raw -38340896.581774 + Penalty 6182.546313 = -38334714.035461
  nChanged 8
		SP:Iteration 43Q (3072.160000 sec): 3 clusters
  Score: Raw -38340901.073569 + Penalty 6182.546313 = -38334718.527256
  nChanged 5
		SP:Iteration 44Q (3072.850000 sec): 3 clusters
  Score: Raw -38340905.706396 + Penalty 6182.546313 = -38334723.160084
  nChanged 5
		SP:Iteration 45Q (3073.540000 sec): 3 clusters
  Score: Raw -38340908.748541 + Penalty 6182.546313 = -38334726.202229
  nChanged 3
		SP:Iteration 46Q (3074.230000 sec): 3 clusters
  Score: Raw -38340911.388092 + Penalty 6182.546313 = -38334728.841779
  nChanged 1
		SP:Iteration 47Q (3074.920000 sec): 3 clusters
  Score: Raw -38340912.201271 + Penalty 6182.546313 = -38334729.654958
  nChanged 1
		SP:Iteration 48Q (3075.610000 sec): 3 clusters
  Score: Raw -38340912.608136 + Penalty 6182.546313 = -38334730.061824
  nChanged 0
		SP:Iteration 49F (3076.580000 sec): 3 clusters
  Score: Raw -38340912.608136 + Penalty 6182.546313 = -38334730.061824
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3076.700000 sec): 2 clusters
  Score: Raw -64181.902047 + Penalty 1533.668925 = -62648.233122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3076.700000 sec): 3 clusters
  Score: Raw -64219.758546 + Penalty 3067.337850 = -61152.420696
  nChanged 96
		SP:Iteration 1F (3076.700000 sec): 3 clusters
  Score: Raw -64481.459102 + Penalty 3067.337850 = -61414.121252
  nChanged 34
		SP:Iteration 2F (3076.700000 sec): 3 clusters
  Score: Raw -64597.407076 + Penalty 3067.337850 = -61530.069226
  nChanged 16
		SP:Iteration 3Q (3076.710000 sec): 3 clusters
  Score: Raw -64670.695748 + Penalty 3067.337850 = -61603.357898
  nChanged 16
		SP:Iteration 4Q (3076.710000 sec): 3 clusters
  Score: Raw -64839.399649 + Penalty 3067.337850 = -61772.061799
  nChanged 22
		SP:Iteration 5Q (3076.710000 sec): 3 clusters
  Score: Raw -65047.368709 + Penalty 3067.337850 = -61980.030859
  nChanged 21
		SP:Iteration 6Q (3076.710000 sec): 3 clusters
  Score: Raw -65174.163803 + Penalty 3067.337850 = -62106.825953
  nChanged 13
		SP:Iteration 7Q (3076.710000 sec): 3 clusters
  Score: Raw -65218.919827 + Penalty 3067.337850 = -62151.581977
  nChanged 7
		SP:Iteration 8Q (3076.720000 sec): 3 clusters
  Score: Raw -65248.620953 + Penalty 3067.337850 = -62181.283103
  nChanged 5
		SP:Iteration 9Q (3076.720000 sec): 3 clusters
  Score: Raw -65269.476964 + Penalty 3067.337850 = -62202.139114
  nChanged 3
		SP:Iteration 10Q (3076.720000 sec): 3 clusters
  Score: Raw -65282.310552 + Penalty 3067.337850 = -62214.972702
  nChanged 1
		SP:Iteration 11Q (3076.720000 sec): 3 clusters
  Score: Raw -65288.734871 + Penalty 3067.337850 = -62221.397021
  nChanged 4
		SP:Iteration 12Q (3076.720000 sec): 3 clusters
  Score: Raw -65310.314049 + Penalty 3067.337850 = -62242.976199
  nChanged 5
		SP:Iteration 13Q (3076.720000 sec): 3 clusters
  Score: Raw -65337.438856 + Penalty 3067.337850 = -62270.101006
  nChanged 4
		SP:Iteration 14Q (3076.720000 sec): 3 clusters
  Score: Raw -65354.152080 + Penalty 3067.337850 = -62286.814230
  nChanged 1
		SP:Iteration 15Q (3076.720000 sec): 3 clusters
  Score: Raw -65358.067074 + Penalty 3067.337850 = -62290.729224
  nChanged 0
		SP:Iteration 16F (3076.730000 sec): 3 clusters
  Score: Raw -65358.067074 + Penalty 3067.337850 = -62290.729224
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (7607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3076.760000 sec): 2 clusters
  Score: Raw -1092628.849247 + Penalty 2216.332390 = -1090412.516856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3076.780000 sec): 3 clusters
  Score: Raw -1088671.186007 + Penalty 4432.664781 = -1084238.521226
  nChanged 3001
		SP:Iteration 1F (3076.810000 sec): 3 clusters
  Score: Raw -1090306.759567 + Penalty 4432.664781 = -1085874.094787
  nChanged 554
		SP:Iteration 2F (3076.840000 sec): 3 clusters
  Score: Raw -1090590.040976 + Penalty 4432.664781 = -1086157.376195
  nChanged 391
		SP:Iteration 3F (3076.860000 sec): 3 clusters
  Score: Raw -1090780.168076 + Penalty 4432.664781 = -1086347.503295
  nChanged 320
		SP:Iteration 4Q (3076.890000 sec): 3 clusters
  Score: Raw -1090931.108401 + Penalty 4432.664781 = -1086498.443620
  nChanged 288
		SP:Iteration 5Q (3076.920000 sec): 3 clusters
  Score: Raw -1091072.620036 + Penalty 4432.664781 = -1086639.955255
  nChanged 245
		SP:Iteration 6Q (3076.950000 sec): 3 clusters
  Score: Raw -1091202.334294 + Penalty 4432.664781 = -1086769.669513
  nChanged 261
		SP:Iteration 7Q (3076.980000 sec): 3 clusters
  Score: Raw -1091345.805929 + Penalty 4432.664781 = -1086913.141148
  nChanged 247
		SP:Iteration 8Q (3077.000000 sec): 3 clusters
  Score: Raw -1091468.827410 + Penalty 4432.664781 = -1087036.162629
  nChanged 224
		SP:Iteration 9Q (3077.030000 sec): 3 clusters
  Score: Raw -1091570.983721 + Penalty 4432.664781 = -1087138.318940
  nChanged 204
		SP:Iteration 10Q (3077.060000 sec): 3 clusters
  Score: Raw -1091675.022540 + Penalty 4432.664781 = -1087242.357759
  nChanged 195
		SP:Iteration 11Q (3077.090000 sec): 3 clusters
  Score: Raw -1091770.970545 + Penalty 4432.664781 = -1087338.305764
  nChanged 204
		SP:Iteration 12Q (3077.110000 sec): 3 clusters
  Score: Raw -1091860.643465 + Penalty 4432.664781 = -1087427.978684
  nChanged 163
		SP:Iteration 13Q (3077.140000 sec): 3 clusters
  Score: Raw -1091934.288131 + Penalty 4432.664781 = -1087501.623350
  nChanged 173
		SP:Iteration 14Q (3077.170000 sec): 3 clusters
  Score: Raw -1092016.483466 + Penalty 4432.664781 = -1087583.818685
  nChanged 146
		SP:Iteration 15Q (3077.200000 sec): 3 clusters
  Score: Raw -1092088.658144 + Penalty 4432.664781 = -1087655.993364
  nChanged 141
		SP:Iteration 16Q (3077.220000 sec): 3 clusters
  Score: Raw -1092158.531365 + Penalty 4432.664781 = -1087725.866584
  nChanged 147
		SP:Iteration 17Q (3077.250000 sec): 3 clusters
  Score: Raw -1092240.323698 + Penalty 4432.664781 = -1087807.658917
  nChanged 149
		SP:Iteration 18Q (3077.280000 sec): 3 clusters
  Score: Raw -1092325.833492 + Penalty 4432.664781 = -1087893.168711
  nChanged 138
		SP:Iteration 19Q (3077.300000 sec): 3 clusters
  Score: Raw -1092396.665793 + Penalty 4432.664781 = -1087964.001012
  nChanged 116
		SP:Iteration 20F (3077.330000 sec): 3 clusters
  Score: Raw -1092447.253947 + Penalty 4432.664781 = -1088014.589166
  nChanged 87
		SP:Iteration 21Q (3077.360000 sec): 3 clusters
  Score: Raw -1092484.917289 + Penalty 4432.664781 = -1088052.252509
  nChanged 87
		SP:Iteration 22Q (3077.380000 sec): 3 clusters
  Score: Raw -1092519.671629 + Penalty 4432.664781 = -1088087.006848
  nChanged 78
		SP:Iteration 23Q (3077.410000 sec): 3 clusters
  Score: Raw -1092552.103090 + Penalty 4432.664781 = -1088119.438309
  nChanged 72
		SP:Iteration 24Q (3077.440000 sec): 3 clusters
  Score: Raw -1092581.978698 + Penalty 4432.664781 = -1088149.313917
  nChanged 70
		SP:Iteration 25Q (3077.460000 sec): 3 clusters
  Score: Raw -1092609.704144 + Penalty 4432.664781 = -1088177.039363
  nChanged 57
		SP:Iteration 26Q (3077.490000 sec): 3 clusters
  Score: Raw -1092632.247011 + Penalty 4432.664781 = -1088199.582230
  nChanged 48
		SP:Iteration 27Q (3077.520000 sec): 3 clusters
  Score: Raw -1092656.318524 + Penalty 4432.664781 = -1088223.653743
  nChanged 56
		SP:Iteration 28Q (3077.540000 sec): 3 clusters
  Score: Raw -1092679.834382 + Penalty 4432.664781 = -1088247.169602
  nChanged 52
		SP:Iteration 29Q (3077.560000 sec): 3 clusters
  Score: Raw -1092699.341333 + Penalty 4432.664781 = -1088266.676552
  nChanged 53
		SP:Iteration 30Q (3077.590000 sec): 3 clusters
  Score: Raw -1092717.190451 + Penalty 4432.664781 = -1088284.525670
  nChanged 49
		SP:Iteration 31Q (3077.620000 sec): 3 clusters
  Score: Raw -1092738.296293 + Penalty 4432.664781 = -1088305.631512
  nChanged 47
		SP:Iteration 32Q (3077.640000 sec): 3 clusters
  Score: Raw -1092756.615361 + Penalty 4432.664781 = -1088323.950580
  nChanged 52
		SP:Iteration 33Q (3077.670000 sec): 3 clusters
  Score: Raw -1092773.742099 + Penalty 4432.664781 = -1088341.077318
  nChanged 55
		SP:Iteration 34Q (3077.690000 sec): 3 clusters
  Score: Raw -1092791.590174 + Penalty 4432.664781 = -1088358.925394
  nChanged 43
		SP:Iteration 35Q (3077.720000 sec): 3 clusters
  Score: Raw -1092809.430294 + Penalty 4432.664781 = -1088376.765513
  nChanged 43
		SP:Iteration 36Q (3077.740000 sec): 3 clusters
  Score: Raw -1092825.902235 + Penalty 4432.664781 = -1088393.237455
  nChanged 48
		SP:Iteration 37Q (3077.770000 sec): 3 clusters
  Score: Raw -1092841.491292 + Penalty 4432.664781 = -1088408.826511
  nChanged 42
		SP:Iteration 38Q (3077.790000 sec): 3 clusters
  Score: Raw -1092855.934353 + Penalty 4432.664781 = -1088423.269572
  nChanged 28
		SP:Iteration 39Q (3077.820000 sec): 3 clusters
  Score: Raw -1092864.837710 + Penalty 4432.664781 = -1088432.172929
  nChanged 28
		SP:Iteration 40F (3077.840000 sec): 3 clusters
  Score: Raw -1092872.034629 + Penalty 4432.664781 = -1088439.369849
  nChanged 15
		SP:Iteration 41Q (3077.870000 sec): 3 clusters
  Score: Raw -1092875.748568 + Penalty 4432.664781 = -1088443.083787
  nChanged 14
		SP:Iteration 42Q (3077.890000 sec): 3 clusters
  Score: Raw -1092878.767767 + Penalty 4432.664781 = -1088446.102987
  nChanged 12
		SP:Iteration 43Q (3077.920000 sec): 3 clusters
  Score: Raw -1092881.496907 + Penalty 4432.664781 = -1088448.832126
  nChanged 9
		SP:Iteration 44Q (3077.940000 sec): 3 clusters
  Score: Raw -1092883.308577 + Penalty 4432.664781 = -1088450.643796
  nChanged 5
		SP:Iteration 45Q (3077.970000 sec): 3 clusters
  Score: Raw -1092885.286073 + Penalty 4432.664781 = -1088452.621292
  nChanged 7
		SP:Iteration 46Q (3077.990000 sec): 3 clusters
  Score: Raw -1092886.909364 + Penalty 4432.664781 = -1088454.244583
  nChanged 11
		SP:Iteration 47Q (3078.020000 sec): 3 clusters
  Score: Raw -1092890.005226 + Penalty 4432.664781 = -1088457.340445
  nChanged 11
		SP:Iteration 48Q (3078.040000 sec): 3 clusters
  Score: Raw -1092891.880606 + Penalty 4432.664781 = -1088459.215825
  nChanged 6
		SP:Iteration 49Q (3078.070000 sec): 3 clusters
  Score: Raw -1092892.890265 + Penalty 4432.664781 = -1088460.225484
  nChanged 1
		SP:Iteration 50Q (3078.090000 sec): 3 clusters
  Score: Raw -1092892.998506 + Penalty 4432.664781 = -1088460.333725
  nChanged 1
		SP:Iteration 51Q (3078.120000 sec): 3 clusters
  Score: Raw -1092893.213817 + Penalty 4432.664781 = -1088460.549036
  nChanged 1
		SP:Iteration 52Q (3078.140000 sec): 3 clusters
  Score: Raw -1092893.381593 + Penalty 4432.664781 = -1088460.716813
  nChanged 0
		SP:Iteration 53F (3078.170000 sec): 3 clusters
  Score: Raw -1092893.381593 + Penalty 4432.664781 = -1088460.716813
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3078.180000 sec): 2 clusters
  Score: Raw -44434.578259 + Penalty 1441.904372 = -42992.673887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3078.180000 sec): 3 clusters
  Score: Raw -44586.962989 + Penalty 2883.808744 = -41703.154246
  nChanged 42
		SP:Iteration 1F (3078.180000 sec): 3 clusters
  Score: Raw -44702.973384 + Penalty 2883.808744 = -41819.164640
  nChanged 7
		SP:Iteration 2Q (3078.180000 sec): 3 clusters
  Score: Raw -44725.485755 + Penalty 2883.808744 = -41841.677012
  nChanged 1
		SP:Iteration 3Q (3078.180000 sec): 3 clusters
  Score: Raw -44727.988901 + Penalty 2883.808744 = -41844.180157
  nChanged 0
		SP:Iteration 4F (3078.180000 sec): 3 clusters
  Score: Raw -44727.988901 + Penalty 2883.808744 = -41844.180157
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3078.190000 sec): 2 clusters
  Score: Raw -280893.419903 + Penalty 1887.614234 = -279005.805669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3078.200000 sec): 3 clusters
  Score: Raw -280215.018783 + Penalty 3775.228468 = -276439.790316
  nChanged 690
		SP:Iteration 1F (3078.210000 sec): 3 clusters
  Score: Raw -281013.966598 + Penalty 3775.228468 = -277238.738130
  nChanged 232
		SP:Iteration 2F (3078.210000 sec): 3 clusters
  Score: Raw -281389.023260 + Penalty 3775.228468 = -277613.794792
  nChanged 160
		SP:Iteration 3F (3078.220000 sec): 3 clusters
  Score: Raw -281590.758175 + Penalty 3775.228468 = -277815.529707
  nChanged 101
		SP:Iteration 4Q (3078.230000 sec): 3 clusters
  Score: Raw -281701.685901 + Penalty 3775.228468 = -277926.457433
  nChanged 86
		SP:Iteration 5Q (3078.240000 sec): 3 clusters
  Score: Raw -281816.240788 + Penalty 3775.228468 = -278041.012320
  nChanged 73
		SP:Iteration 6Q (3078.240000 sec): 3 clusters
  Score: Raw -281921.913873 + Penalty 3775.228468 = -278146.685406
  nChanged 65
		SP:Iteration 7Q (3078.250000 sec): 3 clusters
  Score: Raw -282001.339565 + Penalty 3775.228468 = -278226.111097
  nChanged 43
		SP:Iteration 8Q (3078.260000 sec): 3 clusters
  Score: Raw -282044.191613 + Penalty 3775.228468 = -278268.963145
  nChanged 31
		SP:Iteration 9Q (3078.260000 sec): 3 clusters
  Score: Raw -282077.675559 + Penalty 3775.228468 = -278302.447092
  nChanged 19
		SP:Iteration 10Q (3078.270000 sec): 3 clusters
  Score: Raw -282099.501097 + Penalty 3775.228468 = -278324.272629
  nChanged 20
		SP:Iteration 11Q (3078.280000 sec): 3 clusters
  Score: Raw -282122.511322 + Penalty 3775.228468 = -278347.282855
  nChanged 12
		SP:Iteration 12Q (3078.280000 sec): 3 clusters
  Score: Raw -282134.163523 + Penalty 3775.228468 = -278358.935055
  nChanged 5
		SP:Iteration 13Q (3078.290000 sec): 3 clusters
  Score: Raw -282138.613413 + Penalty 3775.228468 = -278363.384945
  nChanged 6
		SP:Iteration 14Q (3078.300000 sec): 3 clusters
  Score: Raw -282143.552881 + Penalty 3775.228468 = -278368.324413
  nChanged 0
		SP:Iteration 15F (3078.300000 sec): 3 clusters
  Score: Raw -282143.552881 + Penalty 3775.228468 = -278368.324413
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (20289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3078.380000 sec): 2 clusters
  Score: Raw -2848035.106893 + Penalty 2459.622868 = -2845575.484025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3078.450000 sec): 3 clusters
  Score: Raw -2836191.717337 + Penalty 4919.245737 = -2831272.471601
  nChanged 8931
		SP:Iteration 1F (3078.520000 sec): 3 clusters
  Score: Raw -2841182.539020 + Penalty 4919.245737 = -2836263.293283
  nChanged 1174
		SP:Iteration 2F (3078.600000 sec): 3 clusters
  Score: Raw -2841713.940741 + Penalty 4919.245737 = -2836794.695005
  nChanged 1095
		SP:Iteration 3F (3078.670000 sec): 3 clusters
  Score: Raw -2842228.891024 + Penalty 4919.245737 = -2837309.645287
  nChanged 1068
		SP:Iteration 4F (3078.740000 sec): 3 clusters
  Score: Raw -2842753.158020 + Penalty 4919.245737 = -2837833.912283
  nChanged 1061
		SP:Iteration 5F (3078.820000 sec): 3 clusters
  Score: Raw -2843345.836618 + Penalty 4919.245737 = -2838426.590882
  nChanged 1181
		SP:Iteration 6F (3078.890000 sec): 3 clusters
  Score: Raw -2844155.574650 + Penalty 4919.245737 = -2839236.328914
  nChanged 1276
		SP:Iteration 7F (3078.960000 sec): 3 clusters
  Score: Raw -2845198.645470 + Penalty 4919.245737 = -2840279.399734
  nChanged 1162
		SP:Iteration 8F (3079.040000 sec): 3 clusters
  Score: Raw -2846216.588612 + Penalty 4919.245737 = -2841297.342876
  nChanged 911
		SP:Iteration 9Q (3079.110000 sec): 3 clusters
  Score: Raw -2847137.640976 + Penalty 4919.245737 = -2842218.395239
  nChanged 671
		SP:Iteration 10Q (3079.180000 sec): 3 clusters
  Score: Raw -2847824.338673 + Penalty 4919.245737 = -2842905.092937
  nChanged 462
		SP:Iteration 11Q (3079.250000 sec): 3 clusters
  Score: Raw -2848185.413972 + Penalty 4919.245737 = -2843266.168235
  nChanged 313
		SP:Iteration 12Q (3079.310000 sec): 3 clusters
  Score: Raw -2848375.986525 + Penalty 4919.245737 = -2843456.740789
  nChanged 214
		SP:Iteration 13Q (3079.370000 sec): 3 clusters
  Score: Raw -2848482.467194 + Penalty 4919.245737 = -2843563.221457
  nChanged 144
		SP:Iteration 14Q (3079.430000 sec): 3 clusters
  Score: Raw -2848541.277200 + Penalty 4919.245737 = -2843622.031464
  nChanged 119
		SP:Iteration 15Q (3079.490000 sec): 3 clusters
  Score: Raw -2848588.382909 + Penalty 4919.245737 = -2843669.137173
  nChanged 93
		SP:Iteration 16Q (3079.550000 sec): 3 clusters
  Score: Raw -2848619.541693 + Penalty 4919.245737 = -2843700.295957
  nChanged 57
		SP:Iteration 17Q (3079.600000 sec): 3 clusters
  Score: Raw -2848638.483644 + Penalty 4919.245737 = -2843719.237907
  nChanged 51
		SP:Iteration 18Q (3079.660000 sec): 3 clusters
  Score: Raw -2848653.851428 + Penalty 4919.245737 = -2843734.605691
  nChanged 38
		SP:Iteration 19Q (3079.720000 sec): 3 clusters
  Score: Raw -2848664.911878 + Penalty 4919.245737 = -2843745.666142
  nChanged 28
		SP:Iteration 20F (3079.800000 sec): 3 clusters
  Score: Raw -2848671.640002 + Penalty 4919.245737 = -2843752.394266
  nChanged 19
		SP:Iteration 21Q (3079.850000 sec): 3 clusters
  Score: Raw -2848675.345321 + Penalty 4919.245737 = -2843756.099584
  nChanged 19
		SP:Iteration 22Q (3079.910000 sec): 3 clusters
  Score: Raw -2848680.738044 + Penalty 4919.245737 = -2843761.492307
  nChanged 14
		SP:Iteration 23Q (3079.970000 sec): 3 clusters
  Score: Raw -2848683.659973 + Penalty 4919.245737 = -2843764.414236
  nChanged 9
		SP:Iteration 24Q (3080.020000 sec): 3 clusters
  Score: Raw -2848685.381574 + Penalty 4919.245737 = -2843766.135838
  nChanged 9
		SP:Iteration 25Q (3080.080000 sec): 3 clusters
  Score: Raw -2848687.460054 + Penalty 4919.245737 = -2843768.214317
  nChanged 11
		SP:Iteration 26Q (3080.140000 sec): 3 clusters
  Score: Raw -2848689.666769 + Penalty 4919.245737 = -2843770.421033
  nChanged 10
		SP:Iteration 27Q (3080.200000 sec): 3 clusters
  Score: Raw -2848692.237802 + Penalty 4919.245737 = -2843772.992066
  nChanged 10
		SP:Iteration 28Q (3080.250000 sec): 3 clusters
  Score: Raw -2848694.561978 + Penalty 4919.245737 = -2843775.316242
  nChanged 10
		SP:Iteration 29Q (3080.310000 sec): 3 clusters
  Score: Raw -2848696.689193 + Penalty 4919.245737 = -2843777.443457
  nChanged 9
		SP:Iteration 30Q (3080.360000 sec): 3 clusters
  Score: Raw -2848698.896020 + Penalty 4919.245737 = -2843779.650284
  nChanged 5
		SP:Iteration 31Q (3080.420000 sec): 3 clusters
  Score: Raw -2848699.986428 + Penalty 4919.245737 = -2843780.740692
  nChanged 4
		SP:Iteration 32Q (3080.480000 sec): 3 clusters
  Score: Raw -2848700.618580 + Penalty 4919.245737 = -2843781.372844
  nChanged 3
		SP:Iteration 33Q (3080.540000 sec): 3 clusters
  Score: Raw -2848701.464400 + Penalty 4919.245737 = -2843782.218663
  nChanged 1
		SP:Iteration 34Q (3080.590000 sec): 3 clusters
  Score: Raw -2848701.677649 + Penalty 4919.245737 = -2843782.431913
  nChanged 1
		SP:Iteration 35Q (3080.650000 sec): 3 clusters
  Score: Raw -2848701.901377 + Penalty 4919.245737 = -2843782.655641
  nChanged 1
		SP:Iteration 36Q (3080.710000 sec): 3 clusters
  Score: Raw -2848702.345588 + Penalty 4919.245737 = -2843783.099851
  nChanged 4
		SP:Iteration 37Q (3080.760000 sec): 3 clusters
  Score: Raw -2848703.150916 + Penalty 4919.245737 = -2843783.905179
  nChanged 3
		SP:Iteration 38Q (3080.820000 sec): 3 clusters
  Score: Raw -2848703.415831 + Penalty 4919.245737 = -2843784.170095
  nChanged 0
		SP:Iteration 39F (3080.900000 sec): 3 clusters
  Score: Raw -2848703.415831 + Penalty 4919.245737 = -2843784.170095
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (42690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3081.040000 sec): 2 clusters
  Score: Raw -6589854.113890 + Penalty 2644.106555 = -6587210.007335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3081.200000 sec): 3 clusters
  Score: Raw -6563605.898993 + Penalty 5288.213110 = -6558317.685883
  nChanged 19679
		SP:Iteration 1F (3081.360000 sec): 3 clusters
  Score: Raw -6574434.591361 + Penalty 5288.213110 = -6569146.378251
  nChanged 1734
		SP:Iteration 2Q (3081.530000 sec): 3 clusters
  Score: Raw -6574911.714606 + Penalty 5288.213110 = -6569623.501496
  nChanged 1528
		SP:Iteration 3Q (3081.690000 sec): 3 clusters
  Score: Raw -6575345.896757 + Penalty 5288.213110 = -6570057.683647
  nChanged 1480
		SP:Iteration 4Q (3081.860000 sec): 3 clusters
  Score: Raw -6575773.009014 + Penalty 5288.213110 = -6570484.795904
  nChanged 1480
		SP:Iteration 5Q (3082.020000 sec): 3 clusters
  Score: Raw -6576241.526295 + Penalty 5288.213110 = -6570953.313185
  nChanged 1501
		SP:Iteration 6Q (3082.180000 sec): 3 clusters
  Score: Raw -6576759.606327 + Penalty 5288.213110 = -6571471.393217
  nChanged 1614
		SP:Iteration 7Q (3082.340000 sec): 3 clusters
  Score: Raw -6577397.455929 + Penalty 5288.213110 = -6572109.242819
  nChanged 1693
		SP:Iteration 8Q (3082.500000 sec): 3 clusters
  Score: Raw -6578138.100468 + Penalty 5288.213110 = -6572849.887358
  nChanged 1870
		SP:Iteration 9Q (3082.670000 sec): 3 clusters
  Score: Raw -6579074.421481 + Penalty 5288.213110 = -6573786.208371
  nChanged 2054
		SP:Iteration 10Q (3082.830000 sec): 3 clusters
  Score: Raw -6580085.096921 + Penalty 5288.213110 = -6574796.883811
  nChanged 2007
		SP:Iteration 11Q (3083.000000 sec): 3 clusters
  Score: Raw -6581044.986153 + Penalty 5288.213110 = -6575756.773043
  nChanged 1906
		SP:Iteration 12Q (3083.160000 sec): 3 clusters
  Score: Raw -6581907.811637 + Penalty 5288.213110 = -6576619.598527
  nChanged 1720
		SP:Iteration 13Q (3083.320000 sec): 3 clusters
  Score: Raw -6582622.038245 + Penalty 5288.213110 = -6577333.825135
  nChanged 1454
		SP:Iteration 14Q (3083.480000 sec): 3 clusters
  Score: Raw -6583186.525115 + Penalty 5288.213110 = -6577898.312005
  nChanged 1222
		SP:Iteration 15Q (3083.640000 sec): 3 clusters
  Score: Raw -6583657.773109 + Penalty 5288.213110 = -6578369.559999
  nChanged 1082
		SP:Iteration 16Q (3083.800000 sec): 3 clusters
  Score: Raw -6584028.589148 + Penalty 5288.213110 = -6578740.376038
  nChanged 897
		SP:Iteration 17Q (3083.960000 sec): 3 clusters
  Score: Raw -6584317.796861 + Penalty 5288.213110 = -6579029.583751
  nChanged 769
		SP:Iteration 18Q (3084.120000 sec): 3 clusters
  Score: Raw -6584523.715894 + Penalty 5288.213110 = -6579235.502784
  nChanged 600
		SP:Iteration 19Q (3084.280000 sec): 3 clusters
  Score: Raw -6584664.151744 + Penalty 5288.213110 = -6579375.938634
  nChanged 502
		SP:Iteration 20F (3084.440000 sec): 3 clusters
  Score: Raw -6584775.158209 + Penalty 5288.213110 = -6579486.945099
  nChanged 471
		SP:Iteration 21Q (3084.600000 sec): 3 clusters
  Score: Raw -6584882.370436 + Penalty 5288.213110 = -6579594.157326
  nChanged 474
		SP:Iteration 22Q (3084.760000 sec): 3 clusters
  Score: Raw -6584985.982819 + Penalty 5288.213110 = -6579697.769709
  nChanged 430
		SP:Iteration 23Q (3084.920000 sec): 3 clusters
  Score: Raw -6585082.257985 + Penalty 5288.213110 = -6579794.044875
  nChanged 479
		SP:Iteration 24Q (3085.070000 sec): 3 clusters
  Score: Raw -6585185.259955 + Penalty 5288.213110 = -6579897.046845
  nChanged 460
		SP:Iteration 25Q (3085.230000 sec): 3 clusters
  Score: Raw -6585289.570695 + Penalty 5288.213110 = -6580001.357585
  nChanged 509
		SP:Iteration 26Q (3085.380000 sec): 3 clusters
  Score: Raw -6585405.429878 + Penalty 5288.213110 = -6580117.216768
  nChanged 490
		SP:Iteration 27Q (3085.540000 sec): 3 clusters
  Score: Raw -6585508.108636 + Penalty 5288.213110 = -6580219.895526
  nChanged 464
		SP:Iteration 28Q (3085.700000 sec): 3 clusters
  Score: Raw -6585598.506128 + Penalty 5288.213110 = -6580310.293018
  nChanged 466
		SP:Iteration 29Q (3085.860000 sec): 3 clusters
  Score: Raw -6585695.106626 + Penalty 5288.213110 = -6580406.893516
  nChanged 480
		SP:Iteration 30Q (3086.020000 sec): 3 clusters
  Score: Raw -6585801.054084 + Penalty 5288.213110 = -6580512.840974
  nChanged 496
		SP:Iteration 31Q (3086.190000 sec): 3 clusters
  Score: Raw -6585916.817800 + Penalty 5288.213110 = -6580628.604690
  nChanged 516
		SP:Iteration 32Q (3086.350000 sec): 3 clusters
  Score: Raw -6586054.658724 + Penalty 5288.213110 = -6580766.445614
  nChanged 573
		SP:Iteration 33Q (3086.520000 sec): 3 clusters
  Score: Raw -6586217.334964 + Penalty 5288.213110 = -6580929.121854
  nChanged 573
		SP:Iteration 34Q (3086.680000 sec): 3 clusters
  Score: Raw -6586396.513272 + Penalty 5288.213110 = -6581108.300162
  nChanged 626
		SP:Iteration 35Q (3086.840000 sec): 3 clusters
  Score: Raw -6586599.075125 + Penalty 5288.213110 = -6581310.862015
  nChanged 623
		SP:Iteration 36Q (3087.000000 sec): 3 clusters
  Score: Raw -6586811.206407 + Penalty 5288.213110 = -6581522.993297
  nChanged 651
		SP:Iteration 37Q (3087.160000 sec): 3 clusters
  Score: Raw -6587056.377536 + Penalty 5288.213110 = -6581768.164426
  nChanged 665
		SP:Iteration 38Q (3087.310000 sec): 3 clusters
  Score: Raw -6587327.176808 + Penalty 5288.213110 = -6582038.963698
  nChanged 675
		SP:Iteration 39Q (3087.470000 sec): 3 clusters
  Score: Raw -6587613.975759 + Penalty 5288.213110 = -6582325.762649
  nChanged 630
		SP:Iteration 40F (3087.640000 sec): 3 clusters
  Score: Raw -6587901.216679 + Penalty 5288.213110 = -6582613.003569
  nChanged 595
		SP:Iteration 41Q (3087.790000 sec): 3 clusters
  Score: Raw -6588172.428463 + Penalty 5288.213110 = -6582884.215353
  nChanged 544
		SP:Iteration 42Q (3087.940000 sec): 3 clusters
  Score: Raw -6588432.658902 + Penalty 5288.213110 = -6583144.445792
  nChanged 514
		SP:Iteration 43Q (3088.090000 sec): 3 clusters
  Score: Raw -6588713.366674 + Penalty 5288.213110 = -6583425.153564
  nChanged 482
		SP:Iteration 44Q (3088.230000 sec): 3 clusters
  Score: Raw -6588982.417278 + Penalty 5288.213110 = -6583694.204168
  nChanged 451
		SP:Iteration 45Q (3088.380000 sec): 3 clusters
  Score: Raw -6589237.824693 + Penalty 5288.213110 = -6583949.611583
  nChanged 423
		SP:Iteration 46Q (3088.520000 sec): 3 clusters
  Score: Raw -6589448.888510 + Penalty 5288.213110 = -6584160.675400
  nChanged 354
		SP:Iteration 47Q (3088.660000 sec): 3 clusters
  Score: Raw -6589618.743960 + Penalty 5288.213110 = -6584330.530850
  nChanged 307
		SP:Iteration 48Q (3088.800000 sec): 3 clusters
  Score: Raw -6589764.049815 + Penalty 5288.213110 = -6584475.836705
  nChanged 253
		SP:Iteration 49Q (3088.940000 sec): 3 clusters
  Score: Raw -6589872.024173 + Penalty 5288.213110 = -6584583.811063
  nChanged 240
		SP:Iteration 50Q (3089.070000 sec): 3 clusters
  Score: Raw -6589967.040886 + Penalty 5288.213110 = -6584678.827776
  nChanged 212
		SP:Iteration 51Q (3089.210000 sec): 3 clusters
  Score: Raw -6590042.485289 + Penalty 5288.213110 = -6584754.272179
  nChanged 166
		SP:Iteration 52Q (3089.340000 sec): 3 clusters
  Score: Raw -6590093.888414 + Penalty 5288.213110 = -6584805.675304
  nChanged 141
		SP:Iteration 53Q (3089.470000 sec): 3 clusters
  Score: Raw -6590135.416578 + Penalty 5288.213110 = -6584847.203468
  nChanged 111
		SP:Iteration 54Q (3089.600000 sec): 3 clusters
  Score: Raw -6590168.416343 + Penalty 5288.213110 = -6584880.203233
  nChanged 96
		SP:Iteration 55Q (3089.740000 sec): 3 clusters
  Score: Raw -6590192.117057 + Penalty 5288.213110 = -6584903.903947
  nChanged 71
		SP:Iteration 56Q (3089.860000 sec): 3 clusters
  Score: Raw -6590207.730893 + Penalty 5288.213110 = -6584919.517783
  nChanged 60
		SP:Iteration 57Q (3090.000000 sec): 3 clusters
  Score: Raw -6590218.513500 + Penalty 5288.213110 = -6584930.300390
  nChanged 52
		SP:Iteration 58Q (3090.120000 sec): 3 clusters
  Score: Raw -6590229.131798 + Penalty 5288.213110 = -6584940.918688
  nChanged 39
		SP:Iteration 59Q (3090.260000 sec): 3 clusters
  Score: Raw -6590236.005475 + Penalty 5288.213110 = -6584947.792365
  nChanged 34
		SP:Iteration 60F (3090.420000 sec): 3 clusters
  Score: Raw -6590243.017217 + Penalty 5288.213110 = -6584954.804107
  nChanged 36
		SP:Iteration 61Q (3090.550000 sec): 3 clusters
  Score: Raw -6590250.838266 + Penalty 5288.213110 = -6584962.625156
  nChanged 39
		SP:Iteration 62Q (3090.680000 sec): 3 clusters
  Score: Raw -6590258.461112 + Penalty 5288.213110 = -6584970.248002
  nChanged 25
		SP:Iteration 63Q (3090.810000 sec): 3 clusters
  Score: Raw -6590263.114446 + Penalty 5288.213110 = -6584974.901336
  nChanged 27
		SP:Iteration 64Q (3090.940000 sec): 3 clusters
  Score: Raw -6590267.591471 + Penalty 5288.213110 = -6584979.378361
  nChanged 31
		SP:Iteration 65Q (3091.080000 sec): 3 clusters
  Score: Raw -6590272.760136 + Penalty 5288.213110 = -6584984.547026
  nChanged 28
		SP:Iteration 66Q (3091.200000 sec): 3 clusters
  Score: Raw -6590278.780973 + Penalty 5288.213110 = -6584990.567863
  nChanged 30
		SP:Iteration 67Q (3091.330000 sec): 3 clusters
  Score: Raw -6590285.176550 + Penalty 5288.213110 = -6584996.963440
  nChanged 26
		SP:Iteration 68Q (3091.460000 sec): 3 clusters
  Score: Raw -6590290.442178 + Penalty 5288.213110 = -6585002.229068
  nChanged 18
		SP:Iteration 69Q (3091.590000 sec): 3 clusters
  Score: Raw -6590294.244220 + Penalty 5288.213110 = -6585006.031110
  nChanged 20
		SP:Iteration 70Q (3091.720000 sec): 3 clusters
  Score: Raw -6590297.743995 + Penalty 5288.213110 = -6585009.530885
  nChanged 11
		SP:Iteration 71Q (3091.850000 sec): 3 clusters
  Score: Raw -6590299.554896 + Penalty 5288.213110 = -6585011.341786
  nChanged 10
		SP:Iteration 72Q (3091.980000 sec): 3 clusters
  Score: Raw -6590301.531298 + Penalty 5288.213110 = -6585013.318188
  nChanged 16
		SP:Iteration 73Q (3092.100000 sec): 3 clusters
  Score: Raw -6590304.630977 + Penalty 5288.213110 = -6585016.417867
  nChanged 16
		SP:Iteration 74Q (3092.230000 sec): 3 clusters
  Score: Raw -6590307.983322 + Penalty 5288.213110 = -6585019.770212
  nChanged 13
		SP:Iteration 75Q (3092.360000 sec): 3 clusters
  Score: Raw -6590310.658411 + Penalty 5288.213110 = -6585022.445302
  nChanged 14
		SP:Iteration 76Q (3092.490000 sec): 3 clusters
  Score: Raw -6590312.996893 + Penalty 5288.213110 = -6585024.783783
  nChanged 11
		SP:Iteration 77Q (3092.620000 sec): 3 clusters
  Score: Raw -6590314.474207 + Penalty 5288.213110 = -6585026.261097
  nChanged 9
		SP:Iteration 78Q (3092.740000 sec): 3 clusters
  Score: Raw -6590315.859483 + Penalty 5288.213110 = -6585027.646373
  nChanged 3
		SP:Iteration 79Q (3092.880000 sec): 3 clusters
  Score: Raw -6590316.188892 + Penalty 5288.213110 = -6585027.975782
  nChanged 2
		SP:Iteration 80F (3093.040000 sec): 3 clusters
  Score: Raw -6590316.498792 + Penalty 5288.213110 = -6585028.285682
  nChanged 4
		SP:Iteration 81Q (3093.180000 sec): 3 clusters
  Score: Raw -6590317.219914 + Penalty 5288.213110 = -6585029.006804
  nChanged 3
		SP:Iteration 82Q (3093.300000 sec): 3 clusters
  Score: Raw -6590317.741982 + Penalty 5288.213110 = -6585029.528872
  nChanged 3
		SP:Iteration 83Q (3093.430000 sec): 3 clusters
  Score: Raw -6590318.067621 + Penalty 5288.213110 = -6585029.854511
  nChanged 1
		SP:Iteration 84Q (3093.560000 sec): 3 clusters
  Score: Raw -6590318.246541 + Penalty 5288.213110 = -6585030.033431
  nChanged 3
		SP:Iteration 85Q (3093.680000 sec): 3 clusters
  Score: Raw -6590318.691711 + Penalty 5288.213110 = -6585030.478601
  nChanged 6
		SP:Iteration 86Q (3093.810000 sec): 3 clusters
  Score: Raw -6590319.631042 + Penalty 5288.213110 = -6585031.417932
  nChanged 3
		SP:Iteration 87Q (3093.940000 sec): 3 clusters
  Score: Raw -6590319.948786 + Penalty 5288.213110 = -6585031.735676
  nChanged 4
		SP:Iteration 88Q (3094.070000 sec): 3 clusters
  Score: Raw -6590320.394466 + Penalty 5288.213110 = -6585032.181357
  nChanged 2
		SP:Iteration 89Q (3094.200000 sec): 3 clusters
  Score: Raw -6590320.690575 + Penalty 5288.213110 = -6585032.477465
  nChanged 1
		SP:Iteration 90Q (3094.320000 sec): 3 clusters
  Score: Raw -6590320.796310 + Penalty 5288.213110 = -6585032.583200
  nChanged 0
		SP:Iteration 91F (3094.490000 sec): 3 clusters
  Score: Raw -6590320.796310 + Penalty 5288.213110 = -6585032.583200
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3094.930000 sec): 2 clusters
  Score: Raw -17410225.240605 + Penalty 2899.304819 = -17407325.935786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3095.420000 sec): 3 clusters
  Score: Raw -17333193.034114 + Penalty 5798.609638 = -17327394.424477
  nChanged 56788
		SP:Iteration 1F (3095.910000 sec): 3 clusters
  Score: Raw -17366145.735395 + Penalty 5798.609638 = -17360347.125757
  nChanged 4584
		SP:Iteration 2Q (3096.410000 sec): 3 clusters
  Score: Raw -17367766.741908 + Penalty 5798.609638 = -17361968.132271
  nChanged 5536
		SP:Iteration 3Q (3096.910000 sec): 3 clusters
  Score: Raw -17370478.691704 + Penalty 5798.609638 = -17364680.082066
  nChanged 7008
		SP:Iteration 4F (3097.400000 sec): 3 clusters
  Score: Raw -17375171.843341 + Penalty 5798.609638 = -17369373.233703
  nChanged 8557
		SP:Iteration 5F (3097.890000 sec): 3 clusters
  Score: Raw -17382294.820139 + Penalty 5798.609638 = -17376496.210502
  nChanged 8746
		SP:Iteration 6F (3098.380000 sec): 3 clusters
  Score: Raw -17390098.960103 + Penalty 5798.609638 = -17384300.350465
  nChanged 7408
		SP:Iteration 7F (3098.880000 sec): 3 clusters
  Score: Raw -17395648.583179 + Penalty 5798.609638 = -17389849.973542
  nChanged 5467
		SP:Iteration 8Q (3099.350000 sec): 3 clusters
  Score: Raw -17398658.342493 + Penalty 5798.609638 = -17392859.732856
  nChanged 4111
		SP:Iteration 9Q (3099.800000 sec): 3 clusters
  Score: Raw -17400405.892450 + Penalty 5798.609638 = -17394607.282813
  nChanged 3234
		SP:Iteration 10Q (3100.260000 sec): 3 clusters
  Score: Raw -17401571.251707 + Penalty 5798.609638 = -17395772.642069
  nChanged 2701
		SP:Iteration 11Q (3100.700000 sec): 3 clusters
  Score: Raw -17402439.644242 + Penalty 5798.609638 = -17396641.034605
  nChanged 2315
		SP:Iteration 12Q (3101.140000 sec): 3 clusters
  Score: Raw -17403133.098993 + Penalty 5798.609638 = -17397334.489355
  nChanged 2030
		SP:Iteration 13Q (3101.580000 sec): 3 clusters
  Score: Raw -17403707.456175 + Penalty 5798.609638 = -17397908.846537
  nChanged 1875
		SP:Iteration 14Q (3102.030000 sec): 3 clusters
  Score: Raw -17404230.961606 + Penalty 5798.609638 = -17398432.351968
  nChanged 1687
		SP:Iteration 15Q (3102.460000 sec): 3 clusters
  Score: Raw -17404705.472850 + Penalty 5798.609638 = -17398906.863212
  nChanged 1619
		SP:Iteration 16Q (3102.900000 sec): 3 clusters
  Score: Raw -17405162.834872 + Penalty 5798.609638 = -17399364.225234
  nChanged 1565
		SP:Iteration 17Q (3103.340000 sec): 3 clusters
  Score: Raw -17405597.461790 + Penalty 5798.609638 = -17399798.852153
  nChanged 1577
		SP:Iteration 18Q (3103.780000 sec): 3 clusters
  Score: Raw -17406021.291986 + Penalty 5798.609638 = -17400222.682348
  nChanged 1565
		SP:Iteration 19Q (3104.220000 sec): 3 clusters
  Score: Raw -17406433.122740 + Penalty 5798.609638 = -17400634.513103
  nChanged 1538
		SP:Iteration 20F (3104.690000 sec): 3 clusters
  Score: Raw -17406837.411423 + Penalty 5798.609638 = -17401038.801786
  nChanged 1552
		SP:Iteration 21Q (3105.110000 sec): 3 clusters
  Score: Raw -17407243.615397 + Penalty 5798.609638 = -17401445.005760
  nChanged 1562
		SP:Iteration 22Q (3105.530000 sec): 3 clusters
  Score: Raw -17407658.342549 + Penalty 5798.609638 = -17401859.732912
  nChanged 1583
		SP:Iteration 23Q (3105.950000 sec): 3 clusters
  Score: Raw -17408083.678516 + Penalty 5798.609638 = -17402285.068878
  nChanged 1559
		SP:Iteration 24Q (3106.360000 sec): 3 clusters
  Score: Raw -17408514.643307 + Penalty 5798.609638 = -17402716.033670
  nChanged 1566
		SP:Iteration 25Q (3106.780000 sec): 3 clusters
  Score: Raw -17408955.900017 + Penalty 5798.609638 = -17403157.290379
  nChanged 1558
		SP:Iteration 26Q (3107.200000 sec): 3 clusters
  Score: Raw -17409371.768525 + Penalty 5798.609638 = -17403573.158887
  nChanged 1461
		SP:Iteration 27Q (3107.610000 sec): 3 clusters
  Score: Raw -17409749.516688 + Penalty 5798.609638 = -17403950.907050
  nChanged 1346
		SP:Iteration 28Q (3108.030000 sec): 3 clusters
  Score: Raw -17410078.328317 + Penalty 5798.609638 = -17404279.718679
  nChanged 1236
		SP:Iteration 29Q (3108.440000 sec): 3 clusters
  Score: Raw -17410355.503547 + Penalty 5798.609638 = -17404556.893910
  nChanged 1169
		SP:Iteration 30Q (3108.850000 sec): 3 clusters
  Score: Raw -17410602.792516 + Penalty 5798.609638 = -17404804.182878
  nChanged 1086
		SP:Iteration 31Q (3109.260000 sec): 3 clusters
  Score: Raw -17410813.527017 + Penalty 5798.609638 = -17405014.917379
  nChanged 997
		SP:Iteration 32Q (3109.670000 sec): 3 clusters
  Score: Raw -17410986.582517 + Penalty 5798.609638 = -17405187.972879
  nChanged 830
		SP:Iteration 33Q (3110.070000 sec): 3 clusters
  Score: Raw -17411110.617577 + Penalty 5798.609638 = -17405312.007939
  nChanged 719
		SP:Iteration 34Q (3110.480000 sec): 3 clusters
  Score: Raw -17411201.920885 + Penalty 5798.609638 = -17405403.311247
  nChanged 652
		SP:Iteration 35Q (3110.890000 sec): 3 clusters
  Score: Raw -17411277.800844 + Penalty 5798.609638 = -17405479.191206
  nChanged 562
		SP:Iteration 36Q (3111.290000 sec): 3 clusters
  Score: Raw -17411337.103198 + Penalty 5798.609638 = -17405538.493560
  nChanged 538
		SP:Iteration 37Q (3111.690000 sec): 3 clusters
  Score: Raw -17411392.672840 + Penalty 5798.609638 = -17405594.063202
  nChanged 503
		SP:Iteration 38Q (3112.100000 sec): 3 clusters
  Score: Raw -17411440.453873 + Penalty 5798.609638 = -17405641.844235
  nChanged 458
		SP:Iteration 39Q (3112.510000 sec): 3 clusters
  Score: Raw -17411483.781606 + Penalty 5798.609638 = -17405685.171968
  nChanged 432
		SP:Iteration 40F (3112.950000 sec): 3 clusters
  Score: Raw -17411521.646093 + Penalty 5798.609638 = -17405723.036456
  nChanged 364
		SP:Iteration 41Q (3113.380000 sec): 3 clusters
  Score: Raw -17411548.085305 + Penalty 5798.609638 = -17405749.475667
  nChanged 296
		SP:Iteration 42Q (3113.810000 sec): 3 clusters
  Score: Raw -17411568.095902 + Penalty 5798.609638 = -17405769.486264
  nChanged 276
		SP:Iteration 43Q (3114.230000 sec): 3 clusters
  Score: Raw -17411585.372299 + Penalty 5798.609638 = -17405786.762662
  nChanged 258
		SP:Iteration 44Q (3114.650000 sec): 3 clusters
  Score: Raw -17411599.282734 + Penalty 5798.609638 = -17405800.673097
  nChanged 205
		SP:Iteration 45Q (3115.080000 sec): 3 clusters
  Score: Raw -17411608.826189 + Penalty 5798.609638 = -17405810.216551
  nChanged 157
		SP:Iteration 46Q (3115.500000 sec): 3 clusters
  Score: Raw -17411615.151821 + Penalty 5798.609638 = -17405816.542183
  nChanged 119
		SP:Iteration 47Q (3115.930000 sec): 3 clusters
  Score: Raw -17411619.232039 + Penalty 5798.609638 = -17405820.622402
  nChanged 107
		SP:Iteration 48Q (3116.360000 sec): 3 clusters
  Score: Raw -17411622.674757 + Penalty 5798.609638 = -17405824.065119
  nChanged 100
		SP:Iteration 49Q (3116.780000 sec): 3 clusters
  Score: Raw -17411625.730577 + Penalty 5798.609638 = -17405827.120940
  nChanged 88
		SP:Iteration 50Q (3117.200000 sec): 3 clusters
  Score: Raw -17411628.209325 + Penalty 5798.609638 = -17405829.599687
  nChanged 68
		SP:Iteration 51Q (3117.630000 sec): 3 clusters
  Score: Raw -17411630.191251 + Penalty 5798.609638 = -17405831.581614
  nChanged 59
		SP:Iteration 52Q (3118.050000 sec): 3 clusters
  Score: Raw -17411631.928563 + Penalty 5798.609638 = -17405833.318925
  nChanged 61
		SP:Iteration 53Q (3118.470000 sec): 3 clusters
  Score: Raw -17411633.504613 + Penalty 5798.609638 = -17405834.894975
  nChanged 51
		SP:Iteration 54Q (3118.900000 sec): 3 clusters
  Score: Raw -17411634.535806 + Penalty 5798.609638 = -17405835.926169
  nChanged 54
		SP:Iteration 55Q (3119.320000 sec): 3 clusters
  Score: Raw -17411635.750453 + Penalty 5798.609638 = -17405837.140815
  nChanged 52
		SP:Iteration 56Q (3119.740000 sec): 3 clusters
  Score: Raw -17411636.774013 + Penalty 5798.609638 = -17405838.164375
  nChanged 43
		SP:Iteration 57Q (3120.160000 sec): 3 clusters
  Score: Raw -17411637.618289 + Penalty 5798.609638 = -17405839.008651
  nChanged 40
		SP:Iteration 58Q (3120.620000 sec): 3 clusters
  Score: Raw -17411638.275353 + Penalty 5798.609638 = -17405839.665715
  nChanged 25
		SP:Iteration 59Q (3121.070000 sec): 3 clusters
  Score: Raw -17411638.656347 + Penalty 5798.609638 = -17405840.046709
  nChanged 21
		SP:Iteration 60F (3121.550000 sec): 3 clusters
  Score: Raw -17411638.931656 + Penalty 5798.609638 = -17405840.322019
  nChanged 19
		SP:Iteration 61Q (3122.010000 sec): 3 clusters
  Score: Raw -17411639.244083 + Penalty 5798.609638 = -17405840.634446
  nChanged 9
		SP:Iteration 62Q (3122.470000 sec): 3 clusters
  Score: Raw -17411639.339620 + Penalty 5798.609638 = -17405840.729982
  nChanged 7
		SP:Iteration 63Q (3122.920000 sec): 3 clusters
  Score: Raw -17411639.412224 + Penalty 5798.609638 = -17405840.802586
  nChanged 5
		SP:Iteration 64Q (3123.380000 sec): 3 clusters
  Score: Raw -17411639.460049 + Penalty 5798.609638 = -17405840.850411
  nChanged 3
		SP:Iteration 65Q (3123.830000 sec): 3 clusters
  Score: Raw -17411639.488701 + Penalty 5798.609638 = -17405840.879063
  nChanged 4
		SP:Iteration 66Q (3124.300000 sec): 3 clusters
  Score: Raw -17411639.539637 + Penalty 5798.609638 = -17405840.929999
  nChanged 5
		SP:Iteration 67Q (3124.760000 sec): 3 clusters
  Score: Raw -17411639.616145 + Penalty 5798.609638 = -17405841.006508
  nChanged 4
		SP:Iteration 68Q (3125.210000 sec): 3 clusters
  Score: Raw -17411639.659125 + Penalty 5798.609638 = -17405841.049487
  nChanged 3
		SP:Iteration 69Q (3125.670000 sec): 3 clusters
  Score: Raw -17411639.678397 + Penalty 5798.609638 = -17405841.068760
  nChanged 3
		SP:Iteration 70Q (3126.120000 sec): 3 clusters
  Score: Raw -17411639.708294 + Penalty 5798.609638 = -17405841.098657
  nChanged 2
		SP:Iteration 71Q (3126.580000 sec): 3 clusters
  Score: Raw -17411639.731632 + Penalty 5798.609638 = -17405841.121994
  nChanged 0
		SP:Iteration 72F (3127.070000 sec): 3 clusters
  Score: Raw -17411639.731632 + Penalty 5798.609638 = -17405841.121994
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3127.160000 sec): 2 clusters
  Score: Raw -1775832.895195 + Penalty 2321.847580 = -1773511.047615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3127.200000 sec): 3 clusters
  Score: Raw -1769433.793264 + Penalty 4643.695160 = -1764790.098104
  nChanged 4882
		SP:Iteration 1F (3127.250000 sec): 3 clusters
  Score: Raw -1771978.650812 + Penalty 4643.695160 = -1767334.955653
  nChanged 669
		SP:Iteration 2F (3127.290000 sec): 3 clusters
  Score: Raw -1772240.424033 + Penalty 4643.695160 = -1767596.728874
  nChanged 522
		SP:Iteration 3Q (3127.340000 sec): 3 clusters
  Score: Raw -1772429.559652 + Penalty 4643.695160 = -1767785.864492
  nChanged 409
		SP:Iteration 4Q (3127.390000 sec): 3 clusters
  Score: Raw -1772571.830550 + Penalty 4643.695160 = -1767928.135390
  nChanged 367
		SP:Iteration 5Q (3127.430000 sec): 3 clusters
  Score: Raw -1772695.740866 + Penalty 4643.695160 = -1768052.045706
  nChanged 318
		SP:Iteration 6Q (3127.480000 sec): 3 clusters
  Score: Raw -1772803.082624 + Penalty 4643.695160 = -1768159.387464
  nChanged 267
		SP:Iteration 7Q (3127.530000 sec): 3 clusters
  Score: Raw -1772894.587307 + Penalty 4643.695160 = -1768250.892148
  nChanged 290
		SP:Iteration 8Q (3127.570000 sec): 3 clusters
  Score: Raw -1773007.161354 + Penalty 4643.695160 = -1768363.466194
  nChanged 362
		SP:Iteration 9Q (3127.620000 sec): 3 clusters
  Score: Raw -1773187.886252 + Penalty 4643.695160 = -1768544.191092
  nChanged 420
		SP:Iteration 10Q (3127.670000 sec): 3 clusters
  Score: Raw -1773421.097975 + Penalty 4643.695160 = -1768777.402816
  nChanged 504
		SP:Iteration 11Q (3127.710000 sec): 3 clusters
  Score: Raw -1773722.135430 + Penalty 4643.695160 = -1769078.440271
  nChanged 534
		SP:Iteration 12Q (3127.760000 sec): 3 clusters
  Score: Raw -1774072.126660 + Penalty 4643.695160 = -1769428.431501
  nChanged 544
		SP:Iteration 13Q (3127.810000 sec): 3 clusters
  Score: Raw -1774462.941063 + Penalty 4643.695160 = -1769819.245904
  nChanged 508
		SP:Iteration 14Q (3127.850000 sec): 3 clusters
  Score: Raw -1774871.833321 + Penalty 4643.695160 = -1770228.138162
  nChanged 456
		SP:Iteration 15Q (3127.890000 sec): 3 clusters
  Score: Raw -1775283.458820 + Penalty 4643.695160 = -1770639.763660
  nChanged 326
		SP:Iteration 16Q (3127.940000 sec): 3 clusters
  Score: Raw -1775581.351890 + Penalty 4643.695160 = -1770937.656730
  nChanged 209
		SP:Iteration 17Q (3127.980000 sec): 3 clusters
  Score: Raw -1775782.962534 + Penalty 4643.695160 = -1771139.267374
  nChanged 130
		SP:Iteration 18Q (3128.010000 sec): 3 clusters
  Score: Raw -1775902.630416 + Penalty 4643.695160 = -1771258.935256
  nChanged 70
		SP:Iteration 19Q (3128.050000 sec): 3 clusters
  Score: Raw -1775962.307536 + Penalty 4643.695160 = -1771318.612376
  nChanged 38
		SP:Iteration 20F (3128.100000 sec): 3 clusters
  Score: Raw -1775999.800616 + Penalty 4643.695160 = -1771356.105456
  nChanged 32
		SP:Iteration 21Q (3128.130000 sec): 3 clusters
  Score: Raw -1776039.433934 + Penalty 4643.695160 = -1771395.738774
  nChanged 24
		SP:Iteration 22Q (3128.170000 sec): 3 clusters
  Score: Raw -1776068.421857 + Penalty 4643.695160 = -1771424.726697
  nChanged 17
		SP:Iteration 23Q (3128.210000 sec): 3 clusters
  Score: Raw -1776090.605865 + Penalty 4643.695160 = -1771446.910706
  nChanged 15
		SP:Iteration 24Q (3128.240000 sec): 3 clusters
  Score: Raw -1776111.253945 + Penalty 4643.695160 = -1771467.558785
  nChanged 11
		SP:Iteration 25Q (3128.270000 sec): 3 clusters
  Score: Raw -1776124.928823 + Penalty 4643.695160 = -1771481.233663
  nChanged 4
		SP:Iteration 26Q (3128.310000 sec): 3 clusters
  Score: Raw -1776128.635429 + Penalty 4643.695160 = -1771484.940270
  nChanged 1
		SP:Iteration 27Q (3128.340000 sec): 3 clusters
  Score: Raw -1776129.467082 + Penalty 4643.695160 = -1771485.771922
  nChanged 0
		SP:Iteration 28F (3128.390000 sec): 3 clusters
  Score: Raw -1776129.467082 + Penalty 4643.695160 = -1771485.771922
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (3740 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3128.410000 sec): 2 clusters
  Score: Raw -535244.074278 + Penalty 2040.256541 = -533203.817737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3128.420000 sec): 3 clusters
  Score: Raw -533512.273498 + Penalty 4080.513082 = -529431.760417
  nChanged 1353
		SP:Iteration 1F (3128.430000 sec): 3 clusters
  Score: Raw -534310.146143 + Penalty 4080.513082 = -530229.633061
  nChanged 257
		SP:Iteration 2F (3128.450000 sec): 3 clusters
  Score: Raw -534462.518242 + Penalty 4080.513082 = -530382.005161
  nChanged 170
		SP:Iteration 3Q (3128.470000 sec): 3 clusters
  Score: Raw -534563.369172 + Penalty 4080.513082 = -530482.856090
  nChanged 137
		SP:Iteration 4Q (3128.480000 sec): 3 clusters
  Score: Raw -534642.000747 + Penalty 4080.513082 = -530561.487665
  nChanged 116
		SP:Iteration 5Q (3128.490000 sec): 3 clusters
  Score: Raw -534706.185180 + Penalty 4080.513082 = -530625.672098
  nChanged 85
		SP:Iteration 6Q (3128.510000 sec): 3 clusters
  Score: Raw -534744.671359 + Penalty 4080.513082 = -530664.158277
  nChanged 60
		SP:Iteration 7Q (3128.520000 sec): 3 clusters
  Score: Raw -534770.822004 + Penalty 4080.513082 = -530690.308922
  nChanged 50
		SP:Iteration 8Q (3128.540000 sec): 3 clusters
  Score: Raw -534796.073848 + Penalty 4080.513082 = -530715.560767
  nChanged 46
		SP:Iteration 9Q (3128.550000 sec): 3 clusters
  Score: Raw -534814.667907 + Penalty 4080.513082 = -530734.154825
  nChanged 41
		SP:Iteration 10Q (3128.570000 sec): 3 clusters
  Score: Raw -534834.941591 + Penalty 4080.513082 = -530754.428510
  nChanged 40
		SP:Iteration 11Q (3128.580000 sec): 3 clusters
  Score: Raw -534851.851357 + Penalty 4080.513082 = -530771.338275
  nChanged 33
		SP:Iteration 12Q (3128.600000 sec): 3 clusters
  Score: Raw -534865.215393 + Penalty 4080.513082 = -530784.702312
  nChanged 30
		SP:Iteration 13Q (3128.610000 sec): 3 clusters
  Score: Raw -534877.497734 + Penalty 4080.513082 = -530796.984653
  nChanged 36
		SP:Iteration 14Q (3128.630000 sec): 3 clusters
  Score: Raw -534896.658626 + Penalty 4080.513082 = -530816.145544
  nChanged 47
		SP:Iteration 15Q (3128.640000 sec): 3 clusters
  Score: Raw -534917.084620 + Penalty 4080.513082 = -530836.571539
  nChanged 39
		SP:Iteration 16Q (3128.660000 sec): 3 clusters
  Score: Raw -534935.760165 + Penalty 4080.513082 = -530855.247083
  nChanged 36
		SP:Iteration 17Q (3128.670000 sec): 3 clusters
  Score: Raw -534951.073717 + Penalty 4080.513082 = -530870.560635
  nChanged 32
		SP:Iteration 18Q (3128.690000 sec): 3 clusters
  Score: Raw -534968.585384 + Penalty 4080.513082 = -530888.072302
  nChanged 45
		SP:Iteration 19Q (3128.700000 sec): 3 clusters
  Score: Raw -534992.572601 + Penalty 4080.513082 = -530912.059520
  nChanged 49
		SP:Iteration 20F (3128.710000 sec): 3 clusters
  Score: Raw -535013.829069 + Penalty 4080.513082 = -530933.315987
  nChanged 33
		SP:Iteration 21Q (3128.730000 sec): 3 clusters
  Score: Raw -535027.148718 + Penalty 4080.513082 = -530946.635637
  nChanged 28
		SP:Iteration 22Q (3128.750000 sec): 3 clusters
  Score: Raw -535038.918521 + Penalty 4080.513082 = -530958.405439
  nChanged 29
		SP:Iteration 23Q (3128.760000 sec): 3 clusters
  Score: Raw -535054.759748 + Penalty 4080.513082 = -530974.246666
  nChanged 35
		SP:Iteration 24Q (3128.770000 sec): 3 clusters
  Score: Raw -535071.727651 + Penalty 4080.513082 = -530991.214569
  nChanged 42
		SP:Iteration 25Q (3128.790000 sec): 3 clusters
  Score: Raw -535090.891402 + Penalty 4080.513082 = -531010.378320
  nChanged 32
		SP:Iteration 26Q (3128.800000 sec): 3 clusters
  Score: Raw -535106.116499 + Penalty 4080.513082 = -531025.603418
  nChanged 30
		SP:Iteration 27Q (3128.820000 sec): 3 clusters
  Score: Raw -535118.267046 + Penalty 4080.513082 = -531037.753965
  nChanged 23
		SP:Iteration 28Q (3128.830000 sec): 3 clusters
  Score: Raw -535132.700188 + Penalty 4080.513082 = -531052.187106
  nChanged 26
		SP:Iteration 29Q (3128.850000 sec): 3 clusters
  Score: Raw -535150.496564 + Penalty 4080.513082 = -531069.983483
  nChanged 25
		SP:Iteration 30Q (3128.860000 sec): 3 clusters
  Score: Raw -535165.531637 + Penalty 4080.513082 = -531085.018555
  nChanged 32
		SP:Iteration 31Q (3128.880000 sec): 3 clusters
  Score: Raw -535180.446966 + Penalty 4080.513082 = -531099.933884
  nChanged 22
		SP:Iteration 32Q (3128.890000 sec): 3 clusters
  Score: Raw -535192.592298 + Penalty 4080.513082 = -531112.079216
  nChanged 13
		SP:Iteration 33Q (3128.910000 sec): 3 clusters
  Score: Raw -535197.359707 + Penalty 4080.513082 = -531116.846626
  nChanged 11
		SP:Iteration 34Q (3128.920000 sec): 3 clusters
  Score: Raw -535201.156239 + Penalty 4080.513082 = -531120.643157
  nChanged 8
		SP:Iteration 35Q (3128.930000 sec): 3 clusters
  Score: Raw -535205.572405 + Penalty 4080.513082 = -531125.059323
  nChanged 13
		SP:Iteration 36Q (3128.950000 sec): 3 clusters
  Score: Raw -535210.479030 + Penalty 4080.513082 = -531129.965949
  nChanged 14
		SP:Iteration 37Q (3128.970000 sec): 3 clusters
  Score: Raw -535215.905929 + Penalty 4080.513082 = -531135.392847
  nChanged 8
		SP:Iteration 38Q (3128.980000 sec): 3 clusters
  Score: Raw -535218.200785 + Penalty 4080.513082 = -531137.687703
  nChanged 4
		SP:Iteration 39Q (3128.990000 sec): 3 clusters
  Score: Raw -535219.245857 + Penalty 4080.513082 = -531138.732775
  nChanged 3
		SP:Iteration 40F (3129.010000 sec): 3 clusters
  Score: Raw -535219.772778 + Penalty 4080.513082 = -531139.259696
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3129.010000 sec): 2 clusters
  Score: Raw -27239.942278 + Penalty 1352.919637 = -25887.022641
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3129.010000 sec): 3 clusters
  Score: Raw -27491.737114 + Penalty 2705.839273 = -24785.897841
  nChanged 31
		SP:Iteration 1F (3129.010000 sec): 3 clusters
  Score: Raw -27651.737425 + Penalty 2705.839273 = -24945.898152
  nChanged 11
		SP:Iteration 2Q (3129.020000 sec): 3 clusters
  Score: Raw -27722.041408 + Penalty 2705.839273 = -25016.202135
  nChanged 6
		SP:Iteration 3Q (3129.020000 sec): 3 clusters
  Score: Raw -27792.857037 + Penalty 2705.839273 = -25087.017764
  nChanged 5
		SP:Iteration 4Q (3129.020000 sec): 3 clusters
  Score: Raw -27825.022497 + Penalty 2705.839273 = -25119.183224
  nChanged 5
		SP:Iteration 5Q (3129.020000 sec): 3 clusters
  Score: Raw -27852.433868 + Penalty 2705.839273 = -25146.594594
  nChanged 1
		SP:Iteration 6Q (3129.020000 sec): 3 clusters
  Score: Raw -27866.600349 + Penalty 2705.839273 = -25160.761076
  nChanged 1
		SP:Iteration 7Q (3129.020000 sec): 3 clusters
  Score: Raw -27872.912919 + Penalty 2705.839273 = -25167.073646
  nChanged 1
		SP:Iteration 8Q (3129.020000 sec): 3 clusters
  Score: Raw -27878.356377 + Penalty 2705.839273 = -25172.517104
  nChanged 2
		SP:Iteration 9Q (3129.020000 sec): 3 clusters
  Score: Raw -27895.403663 + Penalty 2705.839273 = -25189.564390
  nChanged 2
		SP:Iteration 10Q (3129.020000 sec): 3 clusters
  Score: Raw -27913.395028 + Penalty 2705.839273 = -25207.555755
  nChanged 0
		SP:Iteration 11F (3129.030000 sec): 3 clusters
  Score: Raw -27913.395028 + Penalty 2705.839273 = -25207.555755
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (30933 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3129.140000 sec): 2 clusters
  Score: Raw -4515764.815052 + Penalty 2564.215556 = -4513200.599496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3129.270000 sec): 3 clusters
  Score: Raw -4497200.262436 + Penalty 5128.431112 = -4492071.831324
  nChanged 13922
		SP:Iteration 1F (3129.390000 sec): 3 clusters
  Score: Raw -4504790.511585 + Penalty 5128.431112 = -4499662.080474
  nChanged 1470
		SP:Iteration 2Q (3129.520000 sec): 3 clusters
  Score: Raw -4505361.247645 + Penalty 5128.431112 = -4500232.816534
  nChanged 1382
		SP:Iteration 3Q (3129.640000 sec): 3 clusters
  Score: Raw -4505965.318743 + Penalty 5128.431112 = -4500836.887632
  nChanged 1320
		SP:Iteration 4Q (3129.770000 sec): 3 clusters
  Score: Raw -4506587.458547 + Penalty 5128.431112 = -4501459.027435
  nChanged 1309
		SP:Iteration 5Q (3129.890000 sec): 3 clusters
  Score: Raw -4507255.606679 + Penalty 5128.431112 = -4502127.175567
  nChanged 1442
		SP:Iteration 6Q (3130.010000 sec): 3 clusters
  Score: Raw -4508019.970294 + Penalty 5128.431112 = -4502891.539182
  nChanged 1589
		SP:Iteration 7F (3130.140000 sec): 3 clusters
  Score: Raw -4508888.361847 + Penalty 5128.431112 = -4503759.930736
  nChanged 1661
		SP:Iteration 8F (3130.260000 sec): 3 clusters
  Score: Raw -4509735.375137 + Penalty 5128.431112 = -4504606.944025
  nChanged 1646
		SP:Iteration 9F (3130.380000 sec): 3 clusters
  Score: Raw -4510488.302768 + Penalty 5128.431112 = -4505359.871657
  nChanged 1399
		SP:Iteration 10Q (3130.510000 sec): 3 clusters
  Score: Raw -4511072.335478 + Penalty 5128.431112 = -4505943.904367
  nChanged 1184
		SP:Iteration 11Q (3130.630000 sec): 3 clusters
  Score: Raw -4511550.351567 + Penalty 5128.431112 = -4506421.920455
  nChanged 965
		SP:Iteration 12Q (3130.750000 sec): 3 clusters
  Score: Raw -4511957.764073 + Penalty 5128.431112 = -4506829.332962
  nChanged 898
		SP:Iteration 13Q (3130.870000 sec): 3 clusters
  Score: Raw -4512318.996297 + Penalty 5128.431112 = -4507190.565185
  nChanged 802
		SP:Iteration 14Q (3130.990000 sec): 3 clusters
  Score: Raw -4512637.281532 + Penalty 5128.431112 = -4507508.850421
  nChanged 754
		SP:Iteration 15Q (3131.120000 sec): 3 clusters
  Score: Raw -4512945.061678 + Penalty 5128.431112 = -4507816.630566
  nChanged 762
		SP:Iteration 16Q (3131.240000 sec): 3 clusters
  Score: Raw -4513265.233131 + Penalty 5128.431112 = -4508136.802019
  nChanged 733
		SP:Iteration 17Q (3131.360000 sec): 3 clusters
  Score: Raw -4513585.717265 + Penalty 5128.431112 = -4508457.286153
  nChanged 689
		SP:Iteration 18Q (3131.480000 sec): 3 clusters
  Score: Raw -4513896.198147 + Penalty 5128.431112 = -4508767.767035
  nChanged 637
		SP:Iteration 19Q (3131.600000 sec): 3 clusters
  Score: Raw -4514206.903948 + Penalty 5128.431112 = -4509078.472836
  nChanged 610
		SP:Iteration 20F (3131.720000 sec): 3 clusters
  Score: Raw -4514604.354084 + Penalty 5128.431112 = -4509475.922972
  nChanged 574
		SP:Iteration 21Q (3131.850000 sec): 3 clusters
  Score: Raw -4515260.582041 + Penalty 5128.431112 = -4510132.150929
  nChanged 514
		SP:Iteration 22Q (3131.970000 sec): 3 clusters
  Score: Raw -4515926.925161 + Penalty 5128.431112 = -4510798.494050
  nChanged 441
		SP:Iteration 23Q (3132.080000 sec): 3 clusters
  Score: Raw -4516135.278057 + Penalty 5128.431112 = -4511006.846945
  nChanged 375
		SP:Iteration 24Q (3132.190000 sec): 3 clusters
  Score: Raw -4516293.063061 + Penalty 5128.431112 = -4511164.631949
  nChanged 331
		SP:Iteration 25Q (3132.300000 sec): 3 clusters
  Score: Raw -4516422.997855 + Penalty 5128.431112 = -4511294.566743
  nChanged 270
		SP:Iteration 26Q (3132.400000 sec): 3 clusters
  Score: Raw -4516517.187511 + Penalty 5128.431112 = -4511388.756399
  nChanged 218
		SP:Iteration 27Q (3132.500000 sec): 3 clusters
  Score: Raw -4516586.290925 + Penalty 5128.431112 = -4511457.859813
  nChanged 153
		SP:Iteration 28Q (3132.600000 sec): 3 clusters
  Score: Raw -4516629.746115 + Penalty 5128.431112 = -4511501.315004
  nChanged 147
		SP:Iteration 29Q (3132.700000 sec): 3 clusters
  Score: Raw -4516668.417314 + Penalty 5128.431112 = -4511539.986203
  nChanged 110
		SP:Iteration 30Q (3132.800000 sec): 3 clusters
  Score: Raw -4516697.506912 + Penalty 5128.431112 = -4511569.075800
  nChanged 96
		SP:Iteration 31Q (3132.900000 sec): 3 clusters
  Score: Raw -4516722.219572 + Penalty 5128.431112 = -4511593.788460
  nChanged 86
		SP:Iteration 32Q (3133.000000 sec): 3 clusters
  Score: Raw -4516742.630078 + Penalty 5128.431112 = -4511614.198966
  nChanged 71
		SP:Iteration 33Q (3133.100000 sec): 3 clusters
  Score: Raw -4516758.483982 + Penalty 5128.431112 = -4511630.052870
  nChanged 61
		SP:Iteration 34Q (3133.190000 sec): 3 clusters
  Score: Raw -4516771.705102 + Penalty 5128.431112 = -4511643.273990
  nChanged 50
		SP:Iteration 35Q (3133.290000 sec): 3 clusters
  Score: Raw -4516784.076992 + Penalty 5128.431112 = -4511655.645881
  nChanged 50
		SP:Iteration 36Q (3133.390000 sec): 3 clusters
  Score: Raw -4516796.042474 + Penalty 5128.431112 = -4511667.611362
  nChanged 50
		SP:Iteration 37Q (3133.480000 sec): 3 clusters
  Score: Raw -4516806.604343 + Penalty 5128.431112 = -4511678.173232
  nChanged 45
		SP:Iteration 38Q (3133.580000 sec): 3 clusters
  Score: Raw -4516814.777007 + Penalty 5128.431112 = -4511686.345895
  nChanged 37
		SP:Iteration 39Q (3133.680000 sec): 3 clusters
  Score: Raw -4516822.877640 + Penalty 5128.431112 = -4511694.446528
  nChanged 36
		SP:Iteration 40F (3133.800000 sec): 3 clusters
  Score: Raw -4516831.567250 + Penalty 5128.431112 = -4511703.136138
  nChanged 36
		SP:Iteration 41Q (3133.900000 sec): 3 clusters
  Score: Raw -4516840.815070 + Penalty 5128.431112 = -4511712.383959
  nChanged 31
		SP:Iteration 42Q (3133.990000 sec): 3 clusters
  Score: Raw -4516846.724069 + Penalty 5128.431112 = -4511718.292957
  nChanged 26
		SP:Iteration 43Q (3134.090000 sec): 3 clusters
  Score: Raw -4516851.932203 + Penalty 5128.431112 = -4511723.501092
  nChanged 22
		SP:Iteration 44Q (3134.180000 sec): 3 clusters
  Score: Raw -4516855.252043 + Penalty 5128.431112 = -4511726.820931
  nChanged 14
		SP:Iteration 45Q (3134.280000 sec): 3 clusters
  Score: Raw -4516857.413943 + Penalty 5128.431112 = -4511728.982831
  nChanged 10
		SP:Iteration 46Q (3134.380000 sec): 3 clusters
  Score: Raw -4516858.978142 + Penalty 5128.431112 = -4511730.547030
  nChanged 11
		SP:Iteration 47Q (3134.470000 sec): 3 clusters
  Score: Raw -4516860.670286 + Penalty 5128.431112 = -4511732.239174
  nChanged 10
		SP:Iteration 48Q (3134.570000 sec): 3 clusters
  Score: Raw -4516861.808344 + Penalty 5128.431112 = -4511733.377232
  nChanged 5
		SP:Iteration 49Q (3134.660000 sec): 3 clusters
  Score: Raw -4516862.375278 + Penalty 5128.431112 = -4511733.944167
  nChanged 4
		SP:Iteration 50Q (3134.760000 sec): 3 clusters
  Score: Raw -4516862.978193 + Penalty 5128.431112 = -4511734.547081
  nChanged 4
		SP:Iteration 51Q (3134.860000 sec): 3 clusters
  Score: Raw -4516863.669732 + Penalty 5128.431112 = -4511735.238620
  nChanged 7
		SP:Iteration 52Q (3134.960000 sec): 3 clusters
  Score: Raw -4516864.998030 + Penalty 5128.431112 = -4511736.566918
  nChanged 13
		SP:Iteration 53Q (3135.050000 sec): 3 clusters
  Score: Raw -4516867.492832 + Penalty 5128.431112 = -4511739.061721
  nChanged 14
		SP:Iteration 54Q (3135.150000 sec): 3 clusters
  Score: Raw -4516870.040539 + Penalty 5128.431112 = -4511741.609427
  nChanged 11
		SP:Iteration 55Q (3135.250000 sec): 3 clusters
  Score: Raw -4516871.613566 + Penalty 5128.431112 = -4511743.182454
  nChanged 10
		SP:Iteration 56Q (3135.340000 sec): 3 clusters
  Score: Raw -4516872.807312 + Penalty 5128.431112 = -4511744.376200
  nChanged 7
		SP:Iteration 57Q (3135.430000 sec): 3 clusters
  Score: Raw -4516873.876358 + Penalty 5128.431112 = -4511745.445246
  nChanged 9
		SP:Iteration 58Q (3135.530000 sec): 3 clusters
  Score: Raw -4516875.254353 + Penalty 5128.431112 = -4511746.823242
  nChanged 9
		SP:Iteration 59Q (3135.630000 sec): 3 clusters
  Score: Raw -4516876.554792 + Penalty 5128.431112 = -4511748.123680
  nChanged 8
		SP:Iteration 60F (3135.750000 sec): 3 clusters
  Score: Raw -4516877.630983 + Penalty 5128.431112 = -4511749.199871
  nChanged 8
		SP:Iteration 61Q (3135.850000 sec): 3 clusters
  Score: Raw -4516878.594070 + Penalty 5128.431112 = -4511750.162958
  nChanged 6
		SP:Iteration 62Q (3135.940000 sec): 3 clusters
  Score: Raw -4516879.327510 + Penalty 5128.431112 = -4511750.896399
  nChanged 4
		SP:Iteration 63Q (3136.040000 sec): 3 clusters
  Score: Raw -4516879.989617 + Penalty 5128.431112 = -4511751.558506
  nChanged 5
		SP:Iteration 64Q (3136.130000 sec): 3 clusters
  Score: Raw -4516880.475377 + Penalty 5128.431112 = -4511752.044265
  nChanged 6
		SP:Iteration 65Q (3136.230000 sec): 3 clusters
  Score: Raw -4516881.324804 + Penalty 5128.431112 = -4511752.893692
  nChanged 3
		SP:Iteration 66Q (3136.330000 sec): 3 clusters
  Score: Raw -4516881.669341 + Penalty 5128.431112 = -4511753.238230
  nChanged 1
		SP:Iteration 67Q (3136.420000 sec): 3 clusters
  Score: Raw -4516881.793241 + Penalty 5128.431112 = -4511753.362129
  nChanged 1
		SP:Iteration 68Q (3136.520000 sec): 3 clusters
  Score: Raw -4516881.894724 + Penalty 5128.431112 = -4511753.463612
  nChanged 2
		SP:Iteration 69Q (3136.610000 sec): 3 clusters
  Score: Raw -4516882.347829 + Penalty 5128.431112 = -4511753.916717
  nChanged 2
		SP:Iteration 70Q (3136.710000 sec): 3 clusters
  Score: Raw -4516882.945699 + Penalty 5128.431112 = -4511754.514587
  nChanged 4
		SP:Iteration 71Q (3136.810000 sec): 3 clusters
  Score: Raw -4516883.486764 + Penalty 5128.431112 = -4511755.055652
  nChanged 6
		SP:Iteration 72Q (3136.900000 sec): 3 clusters
  Score: Raw -4516884.756335 + Penalty 5128.431112 = -4511756.325224
  nChanged 5
		SP:Iteration 73Q (3137.000000 sec): 3 clusters
  Score: Raw -4516885.931705 + Penalty 5128.431112 = -4511757.500593
  nChanged 8
		SP:Iteration 74Q (3137.090000 sec): 3 clusters
  Score: Raw -4516888.014978 + Penalty 5128.431112 = -4511759.583867
  nChanged 10
		SP:Iteration 75Q (3137.190000 sec): 3 clusters
  Score: Raw -4516890.394349 + Penalty 5128.431112 = -4511761.963237
  nChanged 12
		SP:Iteration 76Q (3137.280000 sec): 3 clusters
  Score: Raw -4516892.618557 + Penalty 5128.431112 = -4511764.187445
  nChanged 9
		SP:Iteration 77Q (3137.380000 sec): 3 clusters
  Score: Raw -4516894.033412 + Penalty 5128.431112 = -4511765.602300
  nChanged 10
		SP:Iteration 78Q (3137.470000 sec): 3 clusters
  Score: Raw -4516895.366528 + Penalty 5128.431112 = -4511766.935416
  nChanged 5
		SP:Iteration 79Q (3137.570000 sec): 3 clusters
  Score: Raw -4516895.873646 + Penalty 5128.431112 = -4511767.442534
  nChanged 1
		SP:Iteration 80F (3137.690000 sec): 3 clusters
  Score: Raw -4516896.013767 + Penalty 5128.431112 = -4511767.582655
  nChanged 3
		SP:Iteration 81Q (3137.790000 sec): 3 clusters
  Score: Raw -4516896.840704 + Penalty 5128.431112 = -4511768.409592
  nChanged 4
		SP:Iteration 82Q (3137.880000 sec): 3 clusters
  Score: Raw -4516897.505115 + Penalty 5128.431112 = -4511769.074003
  nChanged 3
		SP:Iteration 83Q (3137.970000 sec): 3 clusters
  Score: Raw -4516897.891612 + Penalty 5128.431112 = -4511769.460500
  nChanged 3
		SP:Iteration 84Q (3138.070000 sec): 3 clusters
  Score: Raw -4516898.243078 + Penalty 5128.431112 = -4511769.811967
  nChanged 2
		SP:Iteration 85Q (3138.160000 sec): 3 clusters
  Score: Raw -4516898.524771 + Penalty 5128.431112 = -4511770.093660
  nChanged 2
		SP:Iteration 86Q (3138.250000 sec): 3 clusters
  Score: Raw -4516898.673308 + Penalty 5128.431112 = -4511770.242196
  nChanged 2
		SP:Iteration 87Q (3138.350000 sec): 3 clusters
  Score: Raw -4516898.923699 + Penalty 5128.431112 = -4511770.492588
  nChanged 0
		SP:Iteration 88F (3138.470000 sec): 3 clusters
  Score: Raw -4516898.923699 + Penalty 5128.431112 = -4511770.492588
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.490000 sec): 2 clusters
  Score: Raw -32701.428481 + Penalty 1345.387604 = -31356.040876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.490000 sec): 3 clusters
  Score: Raw -33173.875499 + Penalty 2690.775209 = -30483.100290
  nChanged 44
		SP:Iteration 1F (3138.490000 sec): 3 clusters
  Score: Raw -33407.173905 + Penalty 2690.775209 = -30716.398697
  nChanged 18
		SP:Iteration 2F (3138.490000 sec): 3 clusters
  Score: Raw -33565.393747 + Penalty 2690.775209 = -30874.618538
  nChanged 11
		SP:Iteration 3Q (3138.490000 sec): 3 clusters
  Score: Raw -33677.319417 + Penalty 2690.775209 = -30986.544208
  nChanged 2
		SP:Iteration 4Q (3138.490000 sec): 3 clusters
  Score: Raw -33698.999758 + Penalty 2690.775209 = -31008.224549
  nChanged 1
		SP:Iteration 5Q (3138.490000 sec): 3 clusters
  Score: Raw -33703.809614 + Penalty 2690.775209 = -31013.034405
  nChanged 0
		SP:Iteration 6F (3138.490000 sec): 3 clusters
  Score: Raw -33703.809614 + Penalty 2690.775209 = -31013.034405
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 23 (608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.500000 sec): 2 clusters
  Score: Raw -81594.403659 + Penalty 1589.723371 = -80004.680288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.500000 sec): 3 clusters
  Score: Raw -81573.656038 + Penalty 3179.446741 = -78394.209296
  nChanged 131
		SP:Iteration 1F (3138.500000 sec): 3 clusters
  Score: Raw -81815.817189 + Penalty 3179.446741 = -78636.370448
  nChanged 24
		SP:Iteration 2Q (3138.510000 sec): 3 clusters
  Score: Raw -81866.108178 + Penalty 3179.446741 = -78686.661437
  nChanged 11
		SP:Iteration 3Q (3138.510000 sec): 3 clusters
  Score: Raw -81889.724714 + Penalty 3179.446741 = -78710.277973
  nChanged 9
		SP:Iteration 4Q (3138.510000 sec): 3 clusters
  Score: Raw -81913.478439 + Penalty 3179.446741 = -78734.031698
  nChanged 8
		SP:Iteration 5Q (3138.510000 sec): 3 clusters
  Score: Raw -81925.507979 + Penalty 3179.446741 = -78746.061238
  nChanged 3
		SP:Iteration 6Q (3138.510000 sec): 3 clusters
  Score: Raw -81937.076228 + Penalty 3179.446741 = -78757.629487
  nChanged 2
		SP:Iteration 7Q (3138.520000 sec): 3 clusters
  Score: Raw -81943.546701 + Penalty 3179.446741 = -78764.099959
  nChanged 3
		SP:Iteration 8Q (3138.520000 sec): 3 clusters
  Score: Raw -81954.604303 + Penalty 3179.446741 = -78775.157562
  nChanged 3
		SP:Iteration 9Q (3138.520000 sec): 3 clusters
  Score: Raw -81963.812411 + Penalty 3179.446741 = -78784.365670
  nChanged 3
		SP:Iteration 10Q (3138.520000 sec): 3 clusters
  Score: Raw -81968.805004 + Penalty 3179.446741 = -78789.358262
  nChanged 0
		SP:Iteration 11F (3138.530000 sec): 3 clusters
  Score: Raw -81968.805004 + Penalty 3179.446741 = -78789.358262
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.530000 sec): 2 clusters
  Score: Raw -257351.790429 + Penalty 1857.789723 = -255494.000706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.540000 sec): 3 clusters
  Score: Raw -256749.717873 + Penalty 3715.579446 = -253034.138427
  nChanged 557
		SP:Iteration 1F (3138.550000 sec): 3 clusters
  Score: Raw -257183.058884 + Penalty 3715.579446 = -253467.479438
  nChanged 131
		SP:Iteration 2F (3138.560000 sec): 3 clusters
  Score: Raw -257289.874861 + Penalty 3715.579446 = -253574.295415
  nChanged 82
		SP:Iteration 3Q (3138.560000 sec): 3 clusters
  Score: Raw -257361.901767 + Penalty 3715.579446 = -253646.322320
  nChanged 44
		SP:Iteration 4Q (3138.570000 sec): 3 clusters
  Score: Raw -257390.724154 + Penalty 3715.579446 = -253675.144707
  nChanged 22
		SP:Iteration 5Q (3138.580000 sec): 3 clusters
  Score: Raw -257401.655463 + Penalty 3715.579446 = -253686.076017
  nChanged 7
		SP:Iteration 6Q (3138.590000 sec): 3 clusters
  Score: Raw -257405.948871 + Penalty 3715.579446 = -253690.369424
  nChanged 5
		SP:Iteration 7Q (3138.590000 sec): 3 clusters
  Score: Raw -257408.380667 + Penalty 3715.579446 = -253692.801221
  nChanged 5
		SP:Iteration 8Q (3138.600000 sec): 3 clusters
  Score: Raw -257411.406586 + Penalty 3715.579446 = -253695.827140
  nChanged 7
		SP:Iteration 9Q (3138.610000 sec): 3 clusters
  Score: Raw -257415.331700 + Penalty 3715.579446 = -253699.752253
  nChanged 7
		SP:Iteration 10Q (3138.610000 sec): 3 clusters
  Score: Raw -257419.489154 + Penalty 3715.579446 = -253703.909707
  nChanged 3
		SP:Iteration 11Q (3138.620000 sec): 3 clusters
  Score: Raw -257421.238346 + Penalty 3715.579446 = -253705.658900
  nChanged 6
		SP:Iteration 12Q (3138.630000 sec): 3 clusters
  Score: Raw -257427.748773 + Penalty 3715.579446 = -253712.169327
  nChanged 8
		SP:Iteration 13Q (3138.630000 sec): 3 clusters
  Score: Raw -257432.478189 + Penalty 3715.579446 = -253716.898743
  nChanged 6
		SP:Iteration 14Q (3138.640000 sec): 3 clusters
  Score: Raw -257438.352688 + Penalty 3715.579446 = -253722.773241
  nChanged 5
		SP:Iteration 15Q (3138.650000 sec): 3 clusters
  Score: Raw -257443.001066 + Penalty 3715.579446 = -253727.421619
  nChanged 5
		SP:Iteration 16Q (3138.650000 sec): 3 clusters
  Score: Raw -257445.816609 + Penalty 3715.579446 = -253730.237163
  nChanged 5
		SP:Iteration 17Q (3138.660000 sec): 3 clusters
  Score: Raw -257447.987807 + Penalty 3715.579446 = -253732.408361
  nChanged 3
		SP:Iteration 18Q (3138.670000 sec): 3 clusters
  Score: Raw -257449.321186 + Penalty 3715.579446 = -253733.741740
  nChanged 3
		SP:Iteration 19Q (3138.670000 sec): 3 clusters
  Score: Raw -257451.012753 + Penalty 3715.579446 = -253735.433307
  nChanged 2
		SP:Iteration 20F (3138.680000 sec): 3 clusters
  Score: Raw -257451.784688 + Penalty 3715.579446 = -253736.205241
  nChanged 1
		SP:Iteration 21Q (3138.690000 sec): 3 clusters
  Score: Raw -257452.552403 + Penalty 3715.579446 = -253736.972957
  nChanged 0
		SP:Iteration 22F (3138.690000 sec): 3 clusters
  Score: Raw -257452.552403 + Penalty 3715.579446 = -253736.972957
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.690000 sec): 2 clusters
  Score: Raw -14092.726968 + Penalty 1232.513698 = -12860.213270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.690000 sec): 3 clusters
  Score: Raw -14477.834217 + Penalty 2465.027397 = -12012.806821
  nChanged 17
		SP:Iteration 1F (3138.700000 sec): 3 clusters
  Score: Raw -14608.437963 + Penalty 2465.027397 = -12143.410566
  nChanged 2
		SP:Iteration 2Q (3138.700000 sec): 3 clusters
  Score: Raw -14637.159225 + Penalty 2465.027397 = -12172.131829
  nChanged 0
		SP:Iteration 3F (3138.700000 sec): 3 clusters
  Score: Raw -14637.159225 + Penalty 2465.027397 = -12172.131829
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.700000 sec): 2 clusters
  Score: Raw -51116.540451 + Penalty 1468.551448 = -49647.989003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.700000 sec): 3 clusters
  Score: Raw -51218.137004 + Penalty 2937.102896 = -48281.034108
  nChanged 56
		SP:Iteration 1F (3138.710000 sec): 3 clusters
  Score: Raw -51346.218527 + Penalty 2937.102896 = -48409.115631
  nChanged 10
		SP:Iteration 2Q (3138.710000 sec): 3 clusters
  Score: Raw -51382.476958 + Penalty 2937.102896 = -48445.374062
  nChanged 7
		SP:Iteration 3Q (3138.710000 sec): 3 clusters
  Score: Raw -51404.555793 + Penalty 2937.102896 = -48467.452896
  nChanged 4
		SP:Iteration 4Q (3138.710000 sec): 3 clusters
  Score: Raw -51413.205893 + Penalty 2937.102896 = -48476.102997
  nChanged 2
		SP:Iteration 5Q (3138.710000 sec): 3 clusters
  Score: Raw -51415.705144 + Penalty 2937.102896 = -48478.602248
  nChanged 2
		SP:Iteration 6Q (3138.710000 sec): 3 clusters
  Score: Raw -51421.156591 + Penalty 2937.102896 = -48484.053695
  nChanged 1
		SP:Iteration 7Q (3138.710000 sec): 3 clusters
  Score: Raw -51422.426868 + Penalty 2937.102896 = -48485.323972
  nChanged 0
		SP:Iteration 8F (3138.710000 sec): 3 clusters
  Score: Raw -51422.426868 + Penalty 2937.102896 = -48485.323972
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (141290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3139.250000 sec): 2 clusters
  Score: Raw -20519933.758847 + Penalty 2940.925309 = -20516992.833538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3139.830000 sec): 3 clusters
  Score: Raw -20428422.437759 + Penalty 5881.850618 = -20422540.587141
  nChanged 67369
		SP:Iteration 1F (3140.400000 sec): 3 clusters
  Score: Raw -20467336.413724 + Penalty 5881.850618 = -20461454.563106
  nChanged 4500
		SP:Iteration 2Q (3140.980000 sec): 3 clusters
  Score: Raw -20468434.464141 + Penalty 5881.850618 = -20462552.613523
  nChanged 4956
		SP:Iteration 3Q (3141.580000 sec): 3 clusters
  Score: Raw -20469860.344062 + Penalty 5881.850618 = -20463978.493444
  nChanged 5505
		SP:Iteration 4Q (3142.180000 sec): 3 clusters
  Score: Raw -20471768.896920 + Penalty 5881.850618 = -20465887.046302
  nChanged 6347
		SP:Iteration 5Q (3142.770000 sec): 3 clusters
  Score: Raw -20474423.038926 + Penalty 5881.850618 = -20468541.188308
  nChanged 7542
		SP:Iteration 6F (3143.350000 sec): 3 clusters
  Score: Raw -20478014.289484 + Penalty 5881.850618 = -20472132.438866
  nChanged 8132
		SP:Iteration 7F (3143.920000 sec): 3 clusters
  Score: Raw -20482288.294644 + Penalty 5881.850618 = -20476406.444025
  nChanged 8296
		SP:Iteration 8F (3144.500000 sec): 3 clusters
  Score: Raw -20486919.015003 + Penalty 5881.850618 = -20481037.164385
  nChanged 7898
		SP:Iteration 9F (3145.070000 sec): 3 clusters
  Score: Raw -20491581.983404 + Penalty 5881.850618 = -20485700.132786
  nChanged 7055
		SP:Iteration 10Q (3145.660000 sec): 3 clusters
  Score: Raw -20495962.741171 + Penalty 5881.850618 = -20490080.890553
  nChanged 5978
		SP:Iteration 11Q (3146.240000 sec): 3 clusters
  Score: Raw -20499695.753288 + Penalty 5881.850618 = -20493813.902670
  nChanged 4920
		SP:Iteration 12Q (3146.810000 sec): 3 clusters
  Score: Raw -20502541.951617 + Penalty 5881.850618 = -20496660.100998
  nChanged 3951
		SP:Iteration 13Q (3147.370000 sec): 3 clusters
  Score: Raw -20504556.539912 + Penalty 5881.850618 = -20498674.689293
  nChanged 3145
		SP:Iteration 14Q (3147.920000 sec): 3 clusters
  Score: Raw -20506080.334205 + Penalty 5881.850618 = -20500198.483587
  nChanged 2884
		SP:Iteration 15Q (3148.450000 sec): 3 clusters
  Score: Raw -20507446.225141 + Penalty 5881.850618 = -20501564.374523
  nChanged 2733
		SP:Iteration 16Q (3148.940000 sec): 3 clusters
  Score: Raw -20508743.811214 + Penalty 5881.850618 = -20502861.960596
  nChanged 2735
		SP:Iteration 17Q (3149.420000 sec): 3 clusters
  Score: Raw -20510025.663105 + Penalty 5881.850618 = -20504143.812487
  nChanged 2665
		SP:Iteration 18Q (3149.900000 sec): 3 clusters
  Score: Raw -20511285.745943 + Penalty 5881.850618 = -20505403.895325
  nChanged 2477
		SP:Iteration 19Q (3150.360000 sec): 3 clusters
  Score: Raw -20512496.341981 + Penalty 5881.850618 = -20506614.491363
  nChanged 2329
		SP:Iteration 20F (3150.900000 sec): 3 clusters
  Score: Raw -20513648.243629 + Penalty 5881.850618 = -20507766.393011
  nChanged 2086
		SP:Iteration 21Q (3151.350000 sec): 3 clusters
  Score: Raw -20514718.602036 + Penalty 5881.850618 = -20508836.751418
  nChanged 1910
		SP:Iteration 22Q (3151.790000 sec): 3 clusters
  Score: Raw -20515732.400706 + Penalty 5881.850618 = -20509850.550088
  nChanged 1721
		SP:Iteration 23Q (3152.220000 sec): 3 clusters
  Score: Raw -20516648.536863 + Penalty 5881.850618 = -20510766.686244
  nChanged 1491
		SP:Iteration 24Q (3152.650000 sec): 3 clusters
  Score: Raw -20517483.962317 + Penalty 5881.850618 = -20511602.111699
  nChanged 1279
		SP:Iteration 25Q (3153.070000 sec): 3 clusters
  Score: Raw -20518240.387667 + Penalty 5881.850618 = -20512358.537048
  nChanged 1040
		SP:Iteration 26Q (3153.480000 sec): 3 clusters
  Score: Raw -20518877.713205 + Penalty 5881.850618 = -20512995.862587
  nChanged 866
		SP:Iteration 27Q (3153.900000 sec): 3 clusters
  Score: Raw -20519431.244036 + Penalty 5881.850618 = -20513549.393418
  nChanged 696
		SP:Iteration 28Q (3154.300000 sec): 3 clusters
  Score: Raw -20519871.015886 + Penalty 5881.850618 = -20513989.165267
  nChanged 572
		SP:Iteration 29Q (3154.710000 sec): 3 clusters
  Score: Raw -20520192.656948 + Penalty 5881.850618 = -20514310.806330
  nChanged 452
		SP:Iteration 30Q (3155.110000 sec): 3 clusters
  Score: Raw -20520434.929349 + Penalty 5881.850618 = -20514553.078731
  nChanged 371
		SP:Iteration 31Q (3155.500000 sec): 3 clusters
  Score: Raw -20520592.710981 + Penalty 5881.850618 = -20514710.860362
  nChanged 289
		SP:Iteration 32Q (3155.900000 sec): 3 clusters
  Score: Raw -20520693.733990 + Penalty 5881.850618 = -20514811.883372
  nChanged 219
		SP:Iteration 33Q (3156.290000 sec): 3 clusters
  Score: Raw -20520763.414255 + Penalty 5881.850618 = -20514881.563637
  nChanged 161
		SP:Iteration 34Q (3156.680000 sec): 3 clusters
  Score: Raw -20520805.440630 + Penalty 5881.850618 = -20514923.590012
  nChanged 121
		SP:Iteration 35Q (3157.080000 sec): 3 clusters
  Score: Raw -20520830.129847 + Penalty 5881.850618 = -20514948.279229
  nChanged 78
		SP:Iteration 36Q (3157.470000 sec): 3 clusters
  Score: Raw -20520846.348697 + Penalty 5881.850618 = -20514964.498079
  nChanged 79
		SP:Iteration 37Q (3157.860000 sec): 3 clusters
  Score: Raw -20520863.309169 + Penalty 5881.850618 = -20514981.458550
  nChanged 68
		SP:Iteration 38Q (3158.250000 sec): 3 clusters
  Score: Raw -20520880.055681 + Penalty 5881.850618 = -20514998.205062
  nChanged 70
		SP:Iteration 39Q (3158.660000 sec): 3 clusters
  Score: Raw -20520895.044207 + Penalty 5881.850618 = -20515013.193589
  nChanged 65
		SP:Iteration 40F (3159.230000 sec): 3 clusters
  Score: Raw -20520910.509823 + Penalty 5881.850618 = -20515028.659205
  nChanged 72
		SP:Iteration 41Q (3159.660000 sec): 3 clusters
  Score: Raw -20520926.667732 + Penalty 5881.850618 = -20515044.817114
  nChanged 63
		SP:Iteration 42Q (3160.080000 sec): 3 clusters
  Score: Raw -20520939.005896 + Penalty 5881.850618 = -20515057.155278
  nChanged 44
		SP:Iteration 43Q (3160.500000 sec): 3 clusters
  Score: Raw -20520948.004806 + Penalty 5881.850618 = -20515066.154188
  nChanged 40
		SP:Iteration 44Q (3160.940000 sec): 3 clusters
  Score: Raw -20520954.761271 + Penalty 5881.850618 = -20515072.910652
  nChanged 28
		SP:Iteration 45Q (3161.370000 sec): 3 clusters
  Score: Raw -20520959.530984 + Penalty 5881.850618 = -20515077.680365
  nChanged 25
		SP:Iteration 46Q (3161.790000 sec): 3 clusters
  Score: Raw -20520963.976143 + Penalty 5881.850618 = -20515082.125525
  nChanged 23
		SP:Iteration 47Q (3162.210000 sec): 3 clusters
  Score: Raw -20520967.600389 + Penalty 5881.850618 = -20515085.749771
  nChanged 23
		SP:Iteration 48Q (3162.630000 sec): 3 clusters
  Score: Raw -20520970.959817 + Penalty 5881.850618 = -20515089.109199
  nChanged 18
		SP:Iteration 49Q (3163.060000 sec): 3 clusters
  Score: Raw -20520973.878687 + Penalty 5881.850618 = -20515092.028069
  nChanged 11
		SP:Iteration 50Q (3163.480000 sec): 3 clusters
  Score: Raw -20520975.614979 + Penalty 5881.850618 = -20515093.764361
  nChanged 13
		SP:Iteration 51Q (3163.900000 sec): 3 clusters
  Score: Raw -20520977.955976 + Penalty 5881.850618 = -20515096.105358
  nChanged 12
		SP:Iteration 52Q (3164.330000 sec): 3 clusters
  Score: Raw -20520979.445869 + Penalty 5881.850618 = -20515097.595251
  nChanged 11
		SP:Iteration 53Q (3164.760000 sec): 3 clusters
  Score: Raw -20520981.412739 + Penalty 5881.850618 = -20515099.562120
  nChanged 16
		SP:Iteration 54Q (3165.180000 sec): 3 clusters
  Score: Raw -20520984.239526 + Penalty 5881.850618 = -20515102.388907
  nChanged 14
		SP:Iteration 55Q (3165.600000 sec): 3 clusters
  Score: Raw -20520986.290396 + Penalty 5881.850618 = -20515104.439777
  nChanged 7
		SP:Iteration 56Q (3166.020000 sec): 3 clusters
  Score: Raw -20520987.267259 + Penalty 5881.850618 = -20515105.416641
  nChanged 7
		SP:Iteration 57Q (3166.440000 sec): 3 clusters
  Score: Raw -20520988.207428 + Penalty 5881.850618 = -20515106.356810
  nChanged 7
		SP:Iteration 58Q (3166.870000 sec): 3 clusters
  Score: Raw -20520988.908562 + Penalty 5881.850618 = -20515107.057944
  nChanged 10
		SP:Iteration 59Q (3167.300000 sec): 3 clusters
  Score: Raw -20520990.364477 + Penalty 5881.850618 = -20515108.513859
  nChanged 9
		SP:Iteration 60F (3167.870000 sec): 3 clusters
  Score: Raw -20520992.168119 + Penalty 5881.850618 = -20515110.317501
  nChanged 6
		SP:Iteration 61Q (3168.290000 sec): 3 clusters
  Score: Raw -20520993.524206 + Penalty 5881.850618 = -20515111.673587
  nChanged 10
		SP:Iteration 62Q (3168.710000 sec): 3 clusters
  Score: Raw -20520995.041406 + Penalty 5881.850618 = -20515113.190788
  nChanged 15
		SP:Iteration 63Q (3169.130000 sec): 3 clusters
  Score: Raw -20520998.282233 + Penalty 5881.850618 = -20515116.431615
  nChanged 17
		SP:Iteration 64Q (3169.550000 sec): 3 clusters
  Score: Raw -20521001.590668 + Penalty 5881.850618 = -20515119.740050
  nChanged 14
		SP:Iteration 65Q (3169.980000 sec): 3 clusters
  Score: Raw -20521003.976071 + Penalty 5881.850618 = -20515122.125453
  nChanged 14
		SP:Iteration 66Q (3170.400000 sec): 3 clusters
  Score: Raw -20521007.352474 + Penalty 5881.850618 = -20515125.501856
  nChanged 16
		SP:Iteration 67Q (3170.830000 sec): 3 clusters
  Score: Raw -20521010.416167 + Penalty 5881.850618 = -20515128.565549
  nChanged 17
		SP:Iteration 68Q (3171.250000 sec): 3 clusters
  Score: Raw -20521013.402556 + Penalty 5881.850618 = -20515131.551938
  nChanged 17
		SP:Iteration 69Q (3171.670000 sec): 3 clusters
  Score: Raw -20521016.114213 + Penalty 5881.850618 = -20515134.263594
  nChanged 13
		SP:Iteration 70Q (3172.080000 sec): 3 clusters
  Score: Raw -20521018.032379 + Penalty 5881.850618 = -20515136.181761
  nChanged 13
		SP:Iteration 71Q (3172.500000 sec): 3 clusters
  Score: Raw -20521020.010689 + Penalty 5881.850618 = -20515138.160071
  nChanged 14
		SP:Iteration 72Q (3172.930000 sec): 3 clusters
  Score: Raw -20521021.839225 + Penalty 5881.850618 = -20515139.988607
  nChanged 13
		SP:Iteration 73Q (3173.360000 sec): 3 clusters
  Score: Raw -20521024.017215 + Penalty 5881.850618 = -20515142.166597
  nChanged 8
		SP:Iteration 74Q (3173.790000 sec): 3 clusters
  Score: Raw -20521025.087145 + Penalty 5881.850618 = -20515143.236527
  nChanged 7
		SP:Iteration 75Q (3174.200000 sec): 3 clusters
  Score: Raw -20521026.313668 + Penalty 5881.850618 = -20515144.463050
  nChanged 7
		SP:Iteration 76Q (3174.620000 sec): 3 clusters
  Score: Raw -20521027.381059 + Penalty 5881.850618 = -20515145.530441
  nChanged 6
		SP:Iteration 77Q (3175.030000 sec): 3 clusters
  Score: Raw -20521028.034723 + Penalty 5881.850618 = -20515146.184105
  nChanged 7
		SP:Iteration 78Q (3175.450000 sec): 3 clusters
  Score: Raw -20521029.125353 + Penalty 5881.850618 = -20515147.274735
  nChanged 7
		SP:Iteration 79Q (3175.880000 sec): 3 clusters
  Score: Raw -20521030.146580 + Penalty 5881.850618 = -20515148.295961
  nChanged 8
		SP:Iteration 80F (3176.460000 sec): 3 clusters
  Score: Raw -20521031.458111 + Penalty 5881.850618 = -20515149.607493
  nChanged 8
		SP:Iteration 81Q (3176.880000 sec): 3 clusters
  Score: Raw -20521032.665543 + Penalty 5881.850618 = -20515150.814925
  nChanged 8
		SP:Iteration 82Q (3177.300000 sec): 3 clusters
  Score: Raw -20521033.765269 + Penalty 5881.850618 = -20515151.914651
  nChanged 5
		SP:Iteration 83Q (3177.720000 sec): 3 clusters
  Score: Raw -20521034.675563 + Penalty 5881.850618 = -20515152.824945
  nChanged 9
		SP:Iteration 84Q (3178.140000 sec): 3 clusters
  Score: Raw -20521036.154674 + Penalty 5881.850618 = -20515154.304056
  nChanged 6
		SP:Iteration 85Q (3178.550000 sec): 3 clusters
  Score: Raw -20521037.139572 + Penalty 5881.850618 = -20515155.288954
  nChanged 7
		SP:Iteration 86Q (3178.990000 sec): 3 clusters
  Score: Raw -20521038.236284 + Penalty 5881.850618 = -20515156.385666
  nChanged 5
		SP:Iteration 87Q (3179.420000 sec): 3 clusters
  Score: Raw -20521038.988977 + Penalty 5881.850618 = -20515157.138359
  nChanged 3
		SP:Iteration 88Q (3179.850000 sec): 3 clusters
  Score: Raw -20521039.337739 + Penalty 5881.850618 = -20515157.487121
  nChanged 2
		SP:Iteration 89Q (3180.270000 sec): 3 clusters
  Score: Raw -20521039.546025 + Penalty 5881.850618 = -20515157.695407
  nChanged 2
		SP:Iteration 90Q (3180.690000 sec): 3 clusters
  Score: Raw -20521039.750757 + Penalty 5881.850618 = -20515157.900138
  nChanged 3
		SP:Iteration 91Q (3181.100000 sec): 3 clusters
  Score: Raw -20521040.057714 + Penalty 5881.850618 = -20515158.207095
  nChanged 3
		SP:Iteration 92Q (3181.520000 sec): 3 clusters
  Score: Raw -20521040.320932 + Penalty 5881.850618 = -20515158.470314
  nChanged 0
		SP:Iteration 93F (3182.100000 sec): 3 clusters
  Score: Raw -20521040.320932 + Penalty 5881.850618 = -20515158.470314
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3182.170000 sec): 2 clusters
  Score: Raw -19667.259116 + Penalty 1308.972435 = -18358.286681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3182.170000 sec): 3 clusters
  Score: Raw -20042.924819 + Penalty 2617.944871 = -17424.979948
  nChanged 32
		SP:Iteration 1F (3182.180000 sec): 3 clusters
  Score: Raw -20293.060479 + Penalty 2617.944871 = -17675.115608
  nChanged 12
		SP:Iteration 2F (3182.180000 sec): 3 clusters
  Score: Raw -20379.497341 + Penalty 2617.944871 = -17761.552470
  nChanged 7
		SP:Iteration 3Q (3182.180000 sec): 3 clusters
  Score: Raw -20412.558461 + Penalty 2617.944871 = -17794.613590
  nChanged 5
		SP:Iteration 4Q (3182.180000 sec): 3 clusters
  Score: Raw -20473.821080 + Penalty 2617.944871 = -17855.876209
  nChanged 2
		SP:Iteration 5Q (3182.180000 sec): 3 clusters
  Score: Raw -20483.272443 + Penalty 2617.944871 = -17865.327572
  nChanged 0
		SP:Iteration 6F (3182.180000 sec): 3 clusters
  Score: Raw -20483.272443 + Penalty 2617.944871 = -17865.327572
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 29 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3182.180000 sec): 2 clusters
  Score: Raw -74196.170923 + Penalty 1539.730326 = -72656.440597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3182.180000 sec): 3 clusters
  Score: Raw -74190.671023 + Penalty 3079.460653 = -71111.210370
  nChanged 79
		SP:Iteration 1F (3182.190000 sec): 3 clusters
  Score: Raw -74348.820861 + Penalty 3079.460653 = -71269.360208
  nChanged 19
		SP:Iteration 2Q (3182.190000 sec): 3 clusters
  Score: Raw -74388.109953 + Penalty 3079.460653 = -71308.649300
  nChanged 6
		SP:Iteration 3Q (3182.190000 sec): 3 clusters
  Score: Raw -74401.662869 + Penalty 3079.460653 = -71322.202216
  nChanged 5
		SP:Iteration 4Q (3182.190000 sec): 3 clusters
  Score: Raw -74415.033528 + Penalty 3079.460653 = -71335.572876
  nChanged 4
		SP:Iteration 5Q (3182.200000 sec): 3 clusters
  Score: Raw -74429.894125 + Penalty 3079.460653 = -71350.433472
  nChanged 0
		SP:Iteration 6F (3182.200000 sec): 3 clusters
  Score: Raw -74429.894125 + Penalty 3079.460653 = -71350.433472
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 30 (34692 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3182.320000 sec): 2 clusters
  Score: Raw -5301833.225367 + Penalty 2592.657569 = -5299240.567798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3182.470000 sec): 3 clusters
  Score: Raw -5280811.685374 + Penalty 5185.315138 = -5275626.370236
  nChanged 15710
		SP:Iteration 1F (3182.610000 sec): 3 clusters
  Score: Raw -5289455.003533 + Penalty 5185.315138 = -5284269.688395
  nChanged 1549
		SP:Iteration 2Q (3182.760000 sec): 3 clusters
  Score: Raw -5289928.322738 + Penalty 5185.315138 = -5284743.007600
  nChanged 1444
		SP:Iteration 3Q (3182.900000 sec): 3 clusters
  Score: Raw -5290390.408846 + Penalty 5185.315138 = -5285205.093707
  nChanged 1463
		SP:Iteration 4Q (3183.040000 sec): 3 clusters
  Score: Raw -5290928.637381 + Penalty 5185.315138 = -5285743.322242
  nChanged 1554
		SP:Iteration 5Q (3183.180000 sec): 3 clusters
  Score: Raw -5291589.909162 + Penalty 5185.315138 = -5286404.594023
  nChanged 1749
		SP:Iteration 6F (3183.320000 sec): 3 clusters
  Score: Raw -5292541.407988 + Penalty 5185.315138 = -5287356.092850
  nChanged 2042
		SP:Iteration 7F (3183.460000 sec): 3 clusters
  Score: Raw -5293809.729044 + Penalty 5185.315138 = -5288624.413905
  nChanged 2195
		SP:Iteration 8F (3183.600000 sec): 3 clusters
  Score: Raw -5295458.678075 + Penalty 5185.315138 = -5290273.362937
  nChanged 2095
		SP:Iteration 9F (3183.740000 sec): 3 clusters
  Score: Raw -5297218.073127 + Penalty 5185.315138 = -5292032.757989
  nChanged 1768
		SP:Iteration 10F (3183.880000 sec): 3 clusters
  Score: Raw -5298722.324211 + Penalty 5185.315138 = -5293537.009073
  nChanged 1257
		SP:Iteration 11Q (3184.020000 sec): 3 clusters
  Score: Raw -5299729.044650 + Penalty 5185.315138 = -5294543.729512
  nChanged 888
		SP:Iteration 12Q (3184.150000 sec): 3 clusters
  Score: Raw -5300300.749778 + Penalty 5185.315138 = -5295115.434639
  nChanged 604
		SP:Iteration 13Q (3184.280000 sec): 3 clusters
  Score: Raw -5300606.462585 + Penalty 5185.315138 = -5295421.147447
  nChanged 405
		SP:Iteration 14Q (3184.400000 sec): 3 clusters
  Score: Raw -5300777.218273 + Penalty 5185.315138 = -5295591.903135
  nChanged 329
		SP:Iteration 15Q (3184.520000 sec): 3 clusters
  Score: Raw -5300906.053288 + Penalty 5185.315138 = -5295720.738149
  nChanged 281
		SP:Iteration 16Q (3184.630000 sec): 3 clusters
  Score: Raw -5301007.398884 + Penalty 5185.315138 = -5295822.083746
  nChanged 233
		SP:Iteration 17Q (3184.750000 sec): 3 clusters
  Score: Raw -5301086.752001 + Penalty 5185.315138 = -5295901.436863
  nChanged 228
		SP:Iteration 18Q (3184.860000 sec): 3 clusters
  Score: Raw -5301163.850597 + Penalty 5185.315138 = -5295978.535459
  nChanged 217
		SP:Iteration 19Q (3184.980000 sec): 3 clusters
  Score: Raw -5301234.931883 + Penalty 5185.315138 = -5296049.616745
  nChanged 197
		SP:Iteration 20F (3185.120000 sec): 3 clusters
  Score: Raw -5301295.537841 + Penalty 5185.315138 = -5296110.222702
  nChanged 160
		SP:Iteration 21Q (3185.240000 sec): 3 clusters
  Score: Raw -5301342.505381 + Penalty 5185.315138 = -5296157.190242
  nChanged 139
		SP:Iteration 22Q (3185.350000 sec): 3 clusters
  Score: Raw -5301386.335779 + Penalty 5185.315138 = -5296201.020640
  nChanged 140
		SP:Iteration 23Q (3185.460000 sec): 3 clusters
  Score: Raw -5301429.245063 + Penalty 5185.315138 = -5296243.929924
  nChanged 135
		SP:Iteration 24Q (3185.580000 sec): 3 clusters
  Score: Raw -5301473.251097 + Penalty 5185.315138 = -5296287.935958
  nChanged 127
		SP:Iteration 25Q (3185.680000 sec): 3 clusters
  Score: Raw -5301520.977728 + Penalty 5185.315138 = -5296335.662589
  nChanged 129
		SP:Iteration 26Q (3185.790000 sec): 3 clusters
  Score: Raw -5301568.901188 + Penalty 5185.315138 = -5296383.586050
  nChanged 120
		SP:Iteration 27Q (3185.900000 sec): 3 clusters
  Score: Raw -5301608.438270 + Penalty 5185.315138 = -5296423.123131
  nChanged 114
		SP:Iteration 28Q (3186.010000 sec): 3 clusters
  Score: Raw -5301645.192272 + Penalty 5185.315138 = -5296459.877134
  nChanged 100
		SP:Iteration 29Q (3186.120000 sec): 3 clusters
  Score: Raw -5301678.370568 + Penalty 5185.315138 = -5296493.055430
  nChanged 88
		SP:Iteration 30Q (3186.230000 sec): 3 clusters
  Score: Raw -5301705.730803 + Penalty 5185.315138 = -5296520.415664
  nChanged 76
		SP:Iteration 31Q (3186.340000 sec): 3 clusters
  Score: Raw -5301727.761544 + Penalty 5185.315138 = -5296542.446406
  nChanged 66
		SP:Iteration 32Q (3186.440000 sec): 3 clusters
  Score: Raw -5301748.802669 + Penalty 5185.315138 = -5296563.487530
  nChanged 66
		SP:Iteration 33Q (3186.550000 sec): 3 clusters
  Score: Raw -5301771.978894 + Penalty 5185.315138 = -5296586.663755
  nChanged 69
		SP:Iteration 34Q (3186.650000 sec): 3 clusters
  Score: Raw -5301795.822299 + Penalty 5185.315138 = -5296610.507161
  nChanged 56
		SP:Iteration 35Q (3186.760000 sec): 3 clusters
  Score: Raw -5301815.853938 + Penalty 5185.315138 = -5296630.538800
  nChanged 67
		SP:Iteration 36Q (3186.860000 sec): 3 clusters
  Score: Raw -5301839.877323 + Penalty 5185.315138 = -5296654.562184
  nChanged 64
		SP:Iteration 37Q (3186.970000 sec): 3 clusters
  Score: Raw -5301866.791800 + Penalty 5185.315138 = -5296681.476661
  nChanged 57
		SP:Iteration 38Q (3187.080000 sec): 3 clusters
  Score: Raw -5301888.634188 + Penalty 5185.315138 = -5296703.319050
  nChanged 56
		SP:Iteration 39Q (3187.180000 sec): 3 clusters
  Score: Raw -5301910.885011 + Penalty 5185.315138 = -5296725.569873
  nChanged 54
		SP:Iteration 40F (3187.320000 sec): 3 clusters
  Score: Raw -5301931.030204 + Penalty 5185.315138 = -5296745.715066
  nChanged 36
		SP:Iteration 41Q (3187.420000 sec): 3 clusters
  Score: Raw -5301944.378877 + Penalty 5185.315138 = -5296759.063739
  nChanged 37
		SP:Iteration 42Q (3187.530000 sec): 3 clusters
  Score: Raw -5301958.439077 + Penalty 5185.315138 = -5296773.123939
  nChanged 33
		SP:Iteration 43Q (3187.630000 sec): 3 clusters
  Score: Raw -5301973.501006 + Penalty 5185.315138 = -5296788.185868
  nChanged 42
		SP:Iteration 44Q (3187.740000 sec): 3 clusters
  Score: Raw -5301989.740710 + Penalty 5185.315138 = -5296804.425572
  nChanged 38
		SP:Iteration 45Q (3187.840000 sec): 3 clusters
  Score: Raw -5302009.269973 + Penalty 5185.315138 = -5296823.954835
  nChanged 36
		SP:Iteration 46Q (3187.950000 sec): 3 clusters
  Score: Raw -5302025.880035 + Penalty 5185.315138 = -5296840.564897
  nChanged 39
		SP:Iteration 47Q (3188.060000 sec): 3 clusters
  Score: Raw -5302041.449389 + Penalty 5185.315138 = -5296856.134250
  nChanged 34
		SP:Iteration 48Q (3188.160000 sec): 3 clusters
  Score: Raw -5302053.643751 + Penalty 5185.315138 = -5296868.328612
  nChanged 27
		SP:Iteration 49Q (3188.260000 sec): 3 clusters
  Score: Raw -5302066.329538 + Penalty 5185.315138 = -5296881.014399
  nChanged 21
		SP:Iteration 50Q (3188.370000 sec): 3 clusters
  Score: Raw -5302074.531908 + Penalty 5185.315138 = -5296889.216770
  nChanged 16
		SP:Iteration 51Q (3188.470000 sec): 3 clusters
  Score: Raw -5302081.262311 + Penalty 5185.315138 = -5296895.947173
  nChanged 11
		SP:Iteration 52Q (3188.580000 sec): 3 clusters
  Score: Raw -5302084.452692 + Penalty 5185.315138 = -5296899.137553
  nChanged 12
		SP:Iteration 53Q (3188.680000 sec): 3 clusters
  Score: Raw -5302089.307391 + Penalty 5185.315138 = -5296903.992253
  nChanged 16
		SP:Iteration 54Q (3188.780000 sec): 3 clusters
  Score: Raw -5302096.278002 + Penalty 5185.315138 = -5296910.962863
  nChanged 11
		SP:Iteration 55Q (3188.880000 sec): 3 clusters
  Score: Raw -5302100.198307 + Penalty 5185.315138 = -5296914.883168
  nChanged 11
		SP:Iteration 56Q (3188.980000 sec): 3 clusters
  Score: Raw -5302104.108764 + Penalty 5185.315138 = -5296918.793625
  nChanged 10
		SP:Iteration 57Q (3189.080000 sec): 3 clusters
  Score: Raw -5302107.891880 + Penalty 5185.315138 = -5296922.576742
  nChanged 7
		SP:Iteration 58Q (3189.190000 sec): 3 clusters
  Score: Raw -5302109.748478 + Penalty 5185.315138 = -5296924.433339
  nChanged 7
		SP:Iteration 59Q (3189.290000 sec): 3 clusters
  Score: Raw -5302112.567483 + Penalty 5185.315138 = -5296927.252344
  nChanged 7
		SP:Iteration 60F (3189.430000 sec): 3 clusters
  Score: Raw -5302114.969164 + Penalty 5185.315138 = -5296929.654025
  nChanged 8
		SP:Iteration 61Q (3189.530000 sec): 3 clusters
  Score: Raw -5302118.383697 + Penalty 5185.315138 = -5296933.068559
  nChanged 6
		SP:Iteration 62Q (3189.630000 sec): 3 clusters
  Score: Raw -5302120.942231 + Penalty 5185.315138 = -5296935.627092
  nChanged 8
		SP:Iteration 63Q (3189.730000 sec): 3 clusters
  Score: Raw -5302123.929802 + Penalty 5185.315138 = -5296938.614663
  nChanged 7
		SP:Iteration 64Q (3189.830000 sec): 3 clusters
  Score: Raw -5302127.257813 + Penalty 5185.315138 = -5296941.942674
  nChanged 8
		SP:Iteration 65Q (3189.940000 sec): 3 clusters
  Score: Raw -5302130.547172 + Penalty 5185.315138 = -5296945.232033
  nChanged 7
		SP:Iteration 66Q (3190.030000 sec): 3 clusters
  Score: Raw -5302133.943778 + Penalty 5185.315138 = -5296948.628640
  nChanged 4
		SP:Iteration 67Q (3190.120000 sec): 3 clusters
  Score: Raw -5302135.795543 + Penalty 5185.315138 = -5296950.480405
  nChanged 8
		SP:Iteration 68Q (3190.210000 sec): 3 clusters
  Score: Raw -5302138.759317 + Penalty 5185.315138 = -5296953.444179
  nChanged 7
		SP:Iteration 69Q (3190.300000 sec): 3 clusters
  Score: Raw -5302141.375355 + Penalty 5185.315138 = -5296956.060216
  nChanged 1
		SP:Iteration 70Q (3190.390000 sec): 3 clusters
  Score: Raw -5302141.714056 + Penalty 5185.315138 = -5296956.398918
  nChanged 1
		SP:Iteration 71Q (3190.480000 sec): 3 clusters
  Score: Raw -5302142.368756 + Penalty 5185.315138 = -5296957.053617
  nChanged 4
		SP:Iteration 72Q (3190.570000 sec): 3 clusters
  Score: Raw -5302144.165403 + Penalty 5185.315138 = -5296958.850264
  nChanged 3
		SP:Iteration 73Q (3190.660000 sec): 3 clusters
  Score: Raw -5302145.287714 + Penalty 5185.315138 = -5296959.972575
  nChanged 2
		SP:Iteration 74Q (3190.760000 sec): 3 clusters
  Score: Raw -5302145.720713 + Penalty 5185.315138 = -5296960.405575
  nChanged 0
		SP:Iteration 75F (3190.880000 sec): 3 clusters
  Score: Raw -5302145.720713 + Penalty 5185.315138 = -5296960.405575
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 31 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3190.900000 sec): 2 clusters
  Score: Raw -27088.895071 + Penalty 1372.280593 = -25716.614478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3190.900000 sec): 3 clusters
  Score: Raw -27319.661017 + Penalty 2744.561186 = -24575.099830
  nChanged 39
		SP:Iteration 1F (3190.900000 sec): 3 clusters
  Score: Raw -27563.432117 + Penalty 2744.561186 = -24818.870931
  nChanged 19
		SP:Iteration 2F (3190.900000 sec): 3 clusters
  Score: Raw -27695.813864 + Penalty 2744.561186 = -24951.252678
  nChanged 5
		SP:Iteration 3Q (3190.900000 sec): 3 clusters
  Score: Raw -27710.591696 + Penalty 2744.561186 = -24966.030510
  nChanged 3
		SP:Iteration 4Q (3190.900000 sec): 3 clusters
  Score: Raw -27728.923722 + Penalty 2744.561186 = -24984.362535
  nChanged 2
		SP:Iteration 5Q (3190.900000 sec): 3 clusters
  Score: Raw -27736.735633 + Penalty 2744.561186 = -24992.174447
  nChanged 1
		SP:Iteration 6Q (3190.910000 sec): 3 clusters
  Score: Raw -27740.831277 + Penalty 2744.561186 = -24996.270091
  nChanged 0
		SP:Iteration 7F (3190.910000 sec): 3 clusters
  Score: Raw -27740.831277 + Penalty 2744.561186 = -24996.270091
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 32 (721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3190.910000 sec): 2 clusters
  Score: Raw -92353.119768 + Penalty 1631.998506 = -90721.121262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3190.920000 sec): 3 clusters
  Score: Raw -92284.702000 + Penalty 3263.997012 = -89020.704988
  nChanged 169
		SP:Iteration 1F (3190.920000 sec): 3 clusters
  Score: Raw -92624.284813 + Penalty 3263.997012 = -89360.287801
  nChanged 62
		SP:Iteration 2F (3190.920000 sec): 3 clusters
  Score: Raw -92810.749203 + Penalty 3263.997012 = -89546.752191
  nChanged 38
		SP:Iteration 3F (3190.920000 sec): 3 clusters
  Score: Raw -92892.832229 + Penalty 3263.997012 = -89628.835217
  nChanged 20
		SP:Iteration 4Q (3190.930000 sec): 3 clusters
  Score: Raw -92928.058061 + Penalty 3263.997012 = -89664.061049
  nChanged 15
		SP:Iteration 5Q (3190.930000 sec): 3 clusters
  Score: Raw -92957.656493 + Penalty 3263.997012 = -89693.659481
  nChanged 12
		SP:Iteration 6Q (3190.930000 sec): 3 clusters
  Score: Raw -92985.710289 + Penalty 3263.997012 = -89721.713277
  nChanged 6
		SP:Iteration 7Q (3190.930000 sec): 3 clusters
  Score: Raw -92998.710782 + Penalty 3263.997012 = -89734.713770
  nChanged 3
		SP:Iteration 8Q (3190.940000 sec): 3 clusters
  Score: Raw -93005.629921 + Penalty 3263.997012 = -89741.632909
  nChanged 4
		SP:Iteration 9Q (3190.940000 sec): 3 clusters
  Score: Raw -93011.680540 + Penalty 3263.997012 = -89747.683528
  nChanged 2
		SP:Iteration 10Q (3190.940000 sec): 3 clusters
  Score: Raw -93013.462410 + Penalty 3263.997012 = -89749.465398
  nChanged 2
		SP:Iteration 11Q (3190.940000 sec): 3 clusters
  Score: Raw -93017.262194 + Penalty 3263.997012 = -89753.265182
  nChanged 3
		SP:Iteration 12Q (3190.940000 sec): 3 clusters
  Score: Raw -93022.677905 + Penalty 3263.997012 = -89758.680893
  nChanged 3
		SP:Iteration 13Q (3190.950000 sec): 3 clusters
  Score: Raw -93032.109372 + Penalty 3263.997012 = -89768.112360
  nChanged 3
		SP:Iteration 14Q (3190.950000 sec): 3 clusters
  Score: Raw -93035.573332 + Penalty 3263.997012 = -89771.576320
  nChanged 0
		SP:Iteration 15F (3190.950000 sec): 3 clusters
  Score: Raw -93035.573332 + Penalty 3263.997012 = -89771.576320
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 33 (193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3190.960000 sec): 2 clusters
  Score: Raw -25068.601729 + Penalty 1305.147167 = -23763.454562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3190.960000 sec): 3 clusters
  Score: Raw -25542.384699 + Penalty 2610.294334 = -22932.090365
  nChanged 33
		SP:Iteration 1F (3190.960000 sec): 3 clusters
  Score: Raw -25756.232773 + Penalty 2610.294334 = -23145.938440
  nChanged 6
		SP:Iteration 2Q (3190.960000 sec): 3 clusters
  Score: Raw -25805.057306 + Penalty 2610.294334 = -23194.762972
  nChanged 2
		SP:Iteration 3Q (3190.960000 sec): 3 clusters
  Score: Raw -25818.917714 + Penalty 2610.294334 = -23208.623380
  nChanged 1
		SP:Iteration 4Q (3190.960000 sec): 3 clusters
  Score: Raw -25828.462665 + Penalty 2610.294334 = -23218.168331
  nChanged 1
		SP:Iteration 5Q (3190.960000 sec): 3 clusters
  Score: Raw -25834.689597 + Penalty 2610.294334 = -23224.395263
  nChanged 0
		SP:Iteration 6F (3190.960000 sec): 3 clusters
  Score: Raw -25834.689597 + Penalty 2610.294334 = -23224.395263
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 34 (929 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3190.970000 sec): 2 clusters
  Score: Raw -123238.451614 + Penalty 1694.858967 = -121543.592647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3190.970000 sec): 3 clusters
  Score: Raw -123052.750853 + Penalty 3389.717934 = -119663.032919
  nChanged 222
		SP:Iteration 1F (3190.970000 sec): 3 clusters
  Score: Raw -123343.614736 + Penalty 3389.717934 = -119953.896802
  nChanged 65
		SP:Iteration 2F (3190.980000 sec): 3 clusters
  Score: Raw -123445.642363 + Penalty 3389.717934 = -120055.924429
  nChanged 38
		SP:Iteration 3Q (3190.980000 sec): 3 clusters
  Score: Raw -123494.881767 + Penalty 3389.717934 = -120105.163833
  nChanged 13
		SP:Iteration 4Q (3190.980000 sec): 3 clusters
  Score: Raw -123509.622411 + Penalty 3389.717934 = -120119.904477
  nChanged 7
		SP:Iteration 5Q (3190.990000 sec): 3 clusters
  Score: Raw -123516.995610 + Penalty 3389.717934 = -120127.277676
  nChanged 4
		SP:Iteration 6Q (3190.990000 sec): 3 clusters
  Score: Raw -123523.908742 + Penalty 3389.717934 = -120134.190807
  nChanged 4
		SP:Iteration 7Q (3190.990000 sec): 3 clusters
  Score: Raw -123532.244862 + Penalty 3389.717934 = -120142.526928
  nChanged 5
		SP:Iteration 8Q (3191.000000 sec): 3 clusters
  Score: Raw -123541.749776 + Penalty 3389.717934 = -120152.031841
  nChanged 5
		SP:Iteration 9Q (3191.000000 sec): 3 clusters
  Score: Raw -123553.486040 + Penalty 3389.717934 = -120163.768106
  nChanged 9
		SP:Iteration 10Q (3191.000000 sec): 3 clusters
  Score: Raw -123567.284150 + Penalty 3389.717934 = -120177.566215
  nChanged 5
		SP:Iteration 11Q (3191.010000 sec): 3 clusters
  Score: Raw -123572.232770 + Penalty 3389.717934 = -120182.514836
  nChanged 1
		SP:Iteration 12Q (3191.010000 sec): 3 clusters
  Score: Raw -123572.664355 + Penalty 3389.717934 = -120182.946421
  nChanged 0
		SP:Iteration 13F (3191.010000 sec): 3 clusters
  Score: Raw -123572.664355 + Penalty 3389.717934 = -120182.946421
  nChanged 0
Iteration 219Q (3200.610000 sec): 35 clusters
  Score: Raw -117615865.977648 + Penalty 114739.327988 = -117501126.649660
  nChanged 7
Iteration 220F (3238.180000 sec): 35 clusters
  Score: Raw -117615866.238660 + Penalty 114739.327988 = -117501126.910672
  nChanged 11
Iteration 221Q (3248.080000 sec): 35 clusters
  Score: Raw -117615866.647276 + Penalty 114739.327988 = -117501127.319287
  nChanged 16
Iteration 222Q (3257.810000 sec): 35 clusters
  Score: Raw -117615867.541445 + Penalty 114739.327988 = -117501128.213457
  nChanged 17
Iteration 223Q (3267.620000 sec): 35 clusters
  Score: Raw -117615868.536285 + Penalty 114739.327988 = -117501129.208296
  nChanged 11
Iteration 224Q (3277.260000 sec): 35 clusters
  Score: Raw -117615868.950194 + Penalty 114739.327988 = -117501129.622206
  nChanged 8
Iteration 225Q (3286.890000 sec): 35 clusters
  Score: Raw -117615869.147456 + Penalty 114739.327988 = -117501129.819468
  nChanged 7
Iteration 226Q (3296.540000 sec): 35 clusters
  Score: Raw -117615869.268701 + Penalty 114739.327988 = -117501129.940713
  nChanged 10
Iteration 227Q (3306.230000 sec): 35 clusters
  Score: Raw -117615869.359701 + Penalty 114739.327988 = -117501130.031713
  nChanged 7
Iteration 228Q (3315.850000 sec): 35 clusters
  Score: Raw -117615869.399397 + Penalty 114739.327988 = -117501130.071409
  nChanged 6
Iteration 229Q (3325.480000 sec): 35 clusters
  Score: Raw -117615869.499726 + Penalty 114739.327988 = -117501130.171738
  nChanged 5
Iteration 230Q (3335.170000 sec): 35 clusters
  Score: Raw -117615869.636780 + Penalty 114739.327988 = -117501130.308792
  nChanged 5
Iteration 231Q (3344.770000 sec): 35 clusters
  Score: Raw -117615869.736357 + Penalty 114739.327988 = -117501130.408369
  nChanged 6
Iteration 232Q (3354.400000 sec): 35 clusters
  Score: Raw -117615869.845007 + Penalty 114739.327988 = -117501130.517019
  nChanged 4
Iteration 233Q (3364.010000 sec): 35 clusters
  Score: Raw -117615869.910864 + Penalty 114739.327988 = -117501130.582876
  nChanged 3
Iteration 234Q (3373.620000 sec): 35 clusters
  Score: Raw -117615869.935736 + Penalty 114739.327988 = -117501130.607748
  nChanged 1
Iteration 235Q (3383.230000 sec): 35 clusters
  Score: Raw -117615869.942608 + Penalty 114739.327988 = -117501130.614620
  nChanged 0
Iteration 236F (3420.140000 sec): 35 clusters
  Score: Raw -117615869.942608 + Penalty 114739.327988 = -117501130.614620
  nChanged 0
Compute initial score before splitting:   Score: Raw -117615869.942608 + Penalty 114739.327988 = -117501130.614620
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.170000 sec): 2 clusters
  Score: Raw -122761.033076 + Penalty 1666.315262 = -121094.717813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.180000 sec): 3 clusters
  Score: Raw -122645.430054 + Penalty 3332.630525 = -119312.799530
  nChanged 173
		SP:Iteration 1F (3420.180000 sec): 3 clusters
  Score: Raw -122877.408113 + Penalty 3332.630525 = -119544.777589
  nChanged 40
		SP:Iteration 2Q (3420.180000 sec): 3 clusters
  Score: Raw -122938.337654 + Penalty 3332.630525 = -119605.707130
  nChanged 15
		SP:Iteration 3Q (3420.180000 sec): 3 clusters
  Score: Raw -122960.065121 + Penalty 3332.630525 = -119627.434596
  nChanged 13
		SP:Iteration 4Q (3420.190000 sec): 3 clusters
  Score: Raw -122974.291775 + Penalty 3332.630525 = -119641.661250
  nChanged 7
		SP:Iteration 5Q (3420.190000 sec): 3 clusters
  Score: Raw -122986.752675 + Penalty 3332.630525 = -119654.122150
  nChanged 4
		SP:Iteration 6Q (3420.200000 sec): 3 clusters
  Score: Raw -122992.269353 + Penalty 3332.630525 = -119659.638829
  nChanged 3
		SP:Iteration 7Q (3420.200000 sec): 3 clusters
  Score: Raw -122995.526778 + Penalty 3332.630525 = -119662.896253
  nChanged 3
		SP:Iteration 8Q (3420.200000 sec): 3 clusters
  Score: Raw -122998.081392 + Penalty 3332.630525 = -119665.450868
  nChanged 1
		SP:Iteration 9Q (3420.200000 sec): 3 clusters
  Score: Raw -122999.362476 + Penalty 3332.630525 = -119666.731952
  nChanged 1
		SP:Iteration 10Q (3420.200000 sec): 3 clusters
  Score: Raw -123001.247659 + Penalty 3332.630525 = -119668.617135
  nChanged 1
		SP:Iteration 11Q (3420.210000 sec): 3 clusters
  Score: Raw -123002.165289 + Penalty 3332.630525 = -119669.534765
  nChanged 0
		SP:Iteration 12F (3420.210000 sec): 3 clusters
  Score: Raw -123002.165289 + Penalty 3332.630525 = -119669.534765
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.220000 sec): 2 clusters
  Score: Raw -179904.369306 + Penalty 1762.234960 = -178142.134345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.220000 sec): 3 clusters
  Score: Raw -179603.323166 + Penalty 3524.469920 = -176078.853246
  nChanged 333
		SP:Iteration 1F (3420.230000 sec): 3 clusters
  Score: Raw -179930.197931 + Penalty 3524.469920 = -176405.728011
  nChanged 75
		SP:Iteration 2F (3420.230000 sec): 3 clusters
  Score: Raw -180025.677266 + Penalty 3524.469920 = -176501.207346
  nChanged 37
		SP:Iteration 3Q (3420.240000 sec): 3 clusters
  Score: Raw -180079.445331 + Penalty 3524.469920 = -176554.975410
  nChanged 43
		SP:Iteration 4Q (3420.240000 sec): 3 clusters
  Score: Raw -180132.666730 + Penalty 3524.469920 = -176608.196809
  nChanged 18
		SP:Iteration 5Q (3420.240000 sec): 3 clusters
  Score: Raw -180151.437099 + Penalty 3524.469920 = -176626.967179
  nChanged 14
		SP:Iteration 6Q (3420.250000 sec): 3 clusters
  Score: Raw -180165.841137 + Penalty 3524.469920 = -176641.371216
  nChanged 12
		SP:Iteration 7Q (3420.250000 sec): 3 clusters
  Score: Raw -180178.096960 + Penalty 3524.469920 = -176653.627040
  nChanged 9
		SP:Iteration 8Q (3420.260000 sec): 3 clusters
  Score: Raw -180187.848037 + Penalty 3524.469920 = -176663.378117
  nChanged 10
		SP:Iteration 9Q (3420.260000 sec): 3 clusters
  Score: Raw -180196.040660 + Penalty 3524.469920 = -176671.570740
  nChanged 6
		SP:Iteration 10Q (3420.270000 sec): 3 clusters
  Score: Raw -180207.125606 + Penalty 3524.469920 = -176682.655686
  nChanged 8
		SP:Iteration 11Q (3420.270000 sec): 3 clusters
  Score: Raw -180214.085657 + Penalty 3524.469920 = -176689.615737
  nChanged 6
		SP:Iteration 12Q (3420.280000 sec): 3 clusters
  Score: Raw -180218.317790 + Penalty 3524.469920 = -176693.847869
  nChanged 4
		SP:Iteration 13Q (3420.280000 sec): 3 clusters
  Score: Raw -180223.737040 + Penalty 3524.469920 = -176699.267119
  nChanged 4
		SP:Iteration 14Q (3420.280000 sec): 3 clusters
  Score: Raw -180226.527400 + Penalty 3524.469920 = -176702.057480
  nChanged 2
		SP:Iteration 15Q (3420.290000 sec): 3 clusters
  Score: Raw -180227.372304 + Penalty 3524.469920 = -176702.902384
  nChanged 0
		SP:Iteration 16F (3420.290000 sec): 3 clusters
  Score: Raw -180227.372304 + Penalty 3524.469920 = -176702.902384
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.300000 sec): 2 clusters
  Score: Raw -22540.062065 + Penalty 1297.314937 = -21242.747128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.300000 sec): 3 clusters
  Score: Raw -22911.189100 + Penalty 2594.629874 = -20316.559226
  nChanged 20
		SP:Iteration 1F (3420.300000 sec): 3 clusters
  Score: Raw -22999.577004 + Penalty 2594.629874 = -20404.947131
  nChanged 11
		SP:Iteration 2F (3420.300000 sec): 3 clusters
  Score: Raw -23078.111543 + Penalty 2594.629874 = -20483.481669
  nChanged 8
		SP:Iteration 3Q (3420.300000 sec): 3 clusters
  Score: Raw -23167.721890 + Penalty 2594.629874 = -20573.092016
  nChanged 5
		SP:Iteration 4Q (3420.300000 sec): 3 clusters
  Score: Raw -23198.952773 + Penalty 2594.629874 = -20604.322899
  nChanged 3
		SP:Iteration 5Q (3420.300000 sec): 3 clusters
  Score: Raw -23240.109481 + Penalty 2594.629874 = -20645.479607
  nChanged 3
		SP:Iteration 6Q (3420.300000 sec): 3 clusters
  Score: Raw -23275.191724 + Penalty 2594.629874 = -20680.561850
  nChanged 1
		SP:Iteration 7Q (3420.300000 sec): 3 clusters
  Score: Raw -23281.837332 + Penalty 2594.629874 = -20687.207458
  nChanged 0
		SP:Iteration 8F (3420.300000 sec): 3 clusters
  Score: Raw -23281.837332 + Penalty 2594.629874 = -20687.207458
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (2808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.320000 sec): 2 clusters
  Score: Raw -412082.647571 + Penalty 1969.176486 = -410113.471085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.320000 sec): 3 clusters
  Score: Raw -410878.962460 + Penalty 3938.352972 = -406940.609489
  nChanged 981
		SP:Iteration 1F (3420.340000 sec): 3 clusters
  Score: Raw -411522.910814 + Penalty 3938.352972 = -407584.557842
  nChanged 217
		SP:Iteration 2F (3420.340000 sec): 3 clusters
  Score: Raw -411674.013899 + Penalty 3938.352972 = -407735.660927
  nChanged 133
		SP:Iteration 3Q (3420.360000 sec): 3 clusters
  Score: Raw -411760.806836 + Penalty 3938.352972 = -407822.453865
  nChanged 90
		SP:Iteration 4Q (3420.360000 sec): 3 clusters
  Score: Raw -411819.373875 + Penalty 3938.352972 = -407881.020904
  nChanged 62
		SP:Iteration 5Q (3420.380000 sec): 3 clusters
  Score: Raw -411863.535215 + Penalty 3938.352972 = -407925.182244
  nChanged 44
		SP:Iteration 6Q (3420.390000 sec): 3 clusters
  Score: Raw -411897.768409 + Penalty 3938.352972 = -407959.415438
  nChanged 60
		SP:Iteration 7Q (3420.400000 sec): 3 clusters
  Score: Raw -411940.816938 + Penalty 3938.352972 = -408002.463967
  nChanged 56
		SP:Iteration 8Q (3420.410000 sec): 3 clusters
  Score: Raw -411985.578471 + Penalty 3938.352972 = -408047.225500
  nChanged 37
		SP:Iteration 9Q (3420.420000 sec): 3 clusters
  Score: Raw -412007.941596 + Penalty 3938.352972 = -408069.588625
  nChanged 32
		SP:Iteration 10Q (3420.430000 sec): 3 clusters
  Score: Raw -412031.947643 + Penalty 3938.352972 = -408093.594671
  nChanged 35
		SP:Iteration 11Q (3420.440000 sec): 3 clusters
  Score: Raw -412056.916125 + Penalty 3938.352972 = -408118.563153
  nChanged 40
		SP:Iteration 12Q (3420.450000 sec): 3 clusters
  Score: Raw -412081.424133 + Penalty 3938.352972 = -408143.071162
  nChanged 28
		SP:Iteration 13Q (3420.460000 sec): 3 clusters
  Score: Raw -412095.988914 + Penalty 3938.352972 = -408157.635942
  nChanged 31
		SP:Iteration 14Q (3420.470000 sec): 3 clusters
  Score: Raw -412113.815815 + Penalty 3938.352972 = -408175.462843
  nChanged 22
		SP:Iteration 15Q (3420.480000 sec): 3 clusters
  Score: Raw -412125.901763 + Penalty 3938.352972 = -408187.548791
  nChanged 20
		SP:Iteration 16Q (3420.490000 sec): 3 clusters
  Score: Raw -412136.466859 + Penalty 3938.352972 = -408198.113887
  nChanged 19
		SP:Iteration 17Q (3420.500000 sec): 3 clusters
  Score: Raw -412147.950317 + Penalty 3938.352972 = -408209.597345
  nChanged 18
		SP:Iteration 18Q (3420.510000 sec): 3 clusters
  Score: Raw -412156.635064 + Penalty 3938.352972 = -408218.282092
  nChanged 19
		SP:Iteration 19Q (3420.520000 sec): 3 clusters
  Score: Raw -412167.338348 + Penalty 3938.352972 = -408228.985376
  nChanged 18
		SP:Iteration 20F (3420.530000 sec): 3 clusters
  Score: Raw -412177.353602 + Penalty 3938.352972 = -408239.000631
  nChanged 21
		SP:Iteration 21Q (3420.540000 sec): 3 clusters
  Score: Raw -412193.851156 + Penalty 3938.352972 = -408255.498185
  nChanged 31
		SP:Iteration 22Q (3420.550000 sec): 3 clusters
  Score: Raw -412216.641018 + Penalty 3938.352972 = -408278.288047
  nChanged 33
		SP:Iteration 23Q (3420.560000 sec): 3 clusters
  Score: Raw -412237.125598 + Penalty 3938.352972 = -408298.772627
  nChanged 33
		SP:Iteration 24Q (3420.570000 sec): 3 clusters
  Score: Raw -412258.900518 + Penalty 3938.352972 = -408320.547547
  nChanged 38
		SP:Iteration 25Q (3420.580000 sec): 3 clusters
  Score: Raw -412285.024765 + Penalty 3938.352972 = -408346.671794
  nChanged 45
		SP:Iteration 26Q (3420.590000 sec): 3 clusters
  Score: Raw -412323.968691 + Penalty 3938.352972 = -408385.615720
  nChanged 47
		SP:Iteration 27Q (3420.600000 sec): 3 clusters
  Score: Raw -412361.811861 + Penalty 3938.352972 = -408423.458890
  nChanged 46
		SP:Iteration 28Q (3420.610000 sec): 3 clusters
  Score: Raw -412399.782033 + Penalty 3938.352972 = -408461.429062
  nChanged 48
		SP:Iteration 29Q (3420.620000 sec): 3 clusters
  Score: Raw -412433.882800 + Penalty 3938.352972 = -408495.529828
  nChanged 47
		SP:Iteration 30Q (3420.630000 sec): 3 clusters
  Score: Raw -412479.151949 + Penalty 3938.352972 = -408540.798977
  nChanged 54
		SP:Iteration 31Q (3420.640000 sec): 3 clusters
  Score: Raw -412538.785790 + Penalty 3938.352972 = -408600.432819
  nChanged 61
		SP:Iteration 32Q (3420.650000 sec): 3 clusters
  Score: Raw -412604.141299 + Penalty 3938.352972 = -408665.788328
  nChanged 49
		SP:Iteration 33Q (3420.660000 sec): 3 clusters
  Score: Raw -412660.192628 + Penalty 3938.352972 = -408721.839656
  nChanged 56
		SP:Iteration 34Q (3420.670000 sec): 3 clusters
  Score: Raw -412732.021070 + Penalty 3938.352972 = -408793.668098
  nChanged 56
		SP:Iteration 35Q (3420.680000 sec): 3 clusters
  Score: Raw -412798.340756 + Penalty 3938.352972 = -408859.987785
  nChanged 48
		SP:Iteration 36Q (3420.690000 sec): 3 clusters
  Score: Raw -412841.298733 + Penalty 3938.352972 = -408902.945761
  nChanged 34
		SP:Iteration 37Q (3420.700000 sec): 3 clusters
  Score: Raw -412879.206992 + Penalty 3938.352972 = -408940.854020
  nChanged 29
		SP:Iteration 38Q (3420.700000 sec): 3 clusters
  Score: Raw -412904.458508 + Penalty 3938.352972 = -408966.105536
  nChanged 27
		SP:Iteration 39Q (3420.710000 sec): 3 clusters
  Score: Raw -412921.171364 + Penalty 3938.352972 = -408982.818392
  nChanged 17
		SP:Iteration 40F (3420.720000 sec): 3 clusters
  Score: Raw -412929.452375 + Penalty 3938.352972 = -408991.099404
  nChanged 10
		SP:Iteration 41Q (3420.730000 sec): 3 clusters
  Score: Raw -412934.361789 + Penalty 3938.352972 = -408996.008817
  nChanged 5
		SP:Iteration 42Q (3420.740000 sec): 3 clusters
  Score: Raw -412937.671397 + Penalty 3938.352972 = -408999.318425
  nChanged 3
		SP:Iteration 43Q (3420.750000 sec): 3 clusters
  Score: Raw -412939.841560 + Penalty 3938.352972 = -409001.488588
  nChanged 1
		SP:Iteration 44Q (3420.760000 sec): 3 clusters
  Score: Raw -412940.511943 + Penalty 3938.352972 = -409002.158972
  nChanged 1
		SP:Iteration 45Q (3420.770000 sec): 3 clusters
  Score: Raw -412940.968939 + Penalty 3938.352972 = -409002.615967
  nChanged 0
		SP:Iteration 46F (3420.780000 sec): 3 clusters
  Score: Raw -412940.968939 + Penalty 3938.352972 = -409002.615967
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.780000 sec): 2 clusters
  Score: Raw -77809.852459 + Penalty 1571.093454 = -76238.759005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.780000 sec): 3 clusters
  Score: Raw -77848.107947 + Penalty 3142.186909 = -74705.921038
  nChanged 114
		SP:Iteration 1F (3420.780000 sec): 3 clusters
  Score: Raw -78089.018923 + Penalty 3142.186909 = -74946.832015
  nChanged 38
		SP:Iteration 2F (3420.790000 sec): 3 clusters
  Score: Raw -78268.120227 + Penalty 3142.186909 = -75125.933318
  nChanged 37
		SP:Iteration 3F (3420.790000 sec): 3 clusters
  Score: Raw -78407.084374 + Penalty 3142.186909 = -75264.897466
  nChanged 33
		SP:Iteration 4F (3420.790000 sec): 3 clusters
  Score: Raw -78599.089868 + Penalty 3142.186909 = -75456.902959
  nChanged 23
		SP:Iteration 5Q (3420.800000 sec): 3 clusters
  Score: Raw -78690.222806 + Penalty 3142.186909 = -75548.035897
  nChanged 19
		SP:Iteration 6Q (3420.800000 sec): 3 clusters
  Score: Raw -78757.835730 + Penalty 3142.186909 = -75615.648821
  nChanged 11
		SP:Iteration 7Q (3420.800000 sec): 3 clusters
  Score: Raw -78801.014146 + Penalty 3142.186909 = -75658.827237
  nChanged 5
		SP:Iteration 8Q (3420.800000 sec): 3 clusters
  Score: Raw -78829.674349 + Penalty 3142.186909 = -75687.487440
  nChanged 7
		SP:Iteration 9Q (3420.800000 sec): 3 clusters
  Score: Raw -78876.170291 + Penalty 3142.186909 = -75733.983383
  nChanged 5
		SP:Iteration 10Q (3420.800000 sec): 3 clusters
  Score: Raw -78905.724082 + Penalty 3142.186909 = -75763.537174
  nChanged 1
		SP:Iteration 11Q (3420.800000 sec): 3 clusters
  Score: Raw -78908.263185 + Penalty 3142.186909 = -75766.076277
  nChanged 0
		SP:Iteration 12F (3420.810000 sec): 3 clusters
  Score: Raw -78908.263185 + Penalty 3142.186909 = -75766.076277
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.870000 sec): 2 clusters
  Score: Raw -2463886.960096 + Penalty 2427.429105 = -2461459.530991
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.930000 sec): 3 clusters
  Score: Raw -2453588.674399 + Penalty 4854.858209 = -2448733.816190
  nChanged 7811
		SP:Iteration 1F (3421.000000 sec): 3 clusters
  Score: Raw -2457773.599292 + Penalty 4854.858209 = -2452918.741083
  nChanged 1167
		SP:Iteration 2F (3421.060000 sec): 3 clusters
  Score: Raw -2458361.645853 + Penalty 4854.858209 = -2453506.787644
  nChanged 1075
		SP:Iteration 3F (3421.130000 sec): 3 clusters
  Score: Raw -2458900.312540 + Penalty 4854.858209 = -2454045.454331
  nChanged 968
		SP:Iteration 4F (3421.190000 sec): 3 clusters
  Score: Raw -2459443.276565 + Penalty 4854.858209 = -2454588.418356
  nChanged 924
		SP:Iteration 5F (3421.260000 sec): 3 clusters
  Score: Raw -2459980.422220 + Penalty 4854.858209 = -2455125.564011
  nChanged 920
		SP:Iteration 6F (3421.320000 sec): 3 clusters
  Score: Raw -2460517.715230 + Penalty 4854.858209 = -2455662.857021
  nChanged 902
		SP:Iteration 7F (3421.380000 sec): 3 clusters
  Score: Raw -2461061.964731 + Penalty 4854.858209 = -2456207.106522
  nChanged 851
		SP:Iteration 8Q (3421.450000 sec): 3 clusters
  Score: Raw -2461562.267829 + Penalty 4854.858209 = -2456707.409620
  nChanged 738
		SP:Iteration 9Q (3421.510000 sec): 3 clusters
  Score: Raw -2461972.363026 + Penalty 4854.858209 = -2457117.504817
  nChanged 669
		SP:Iteration 10Q (3421.580000 sec): 3 clusters
  Score: Raw -2462308.148417 + Penalty 4854.858209 = -2457453.290208
  nChanged 528
		SP:Iteration 11Q (3421.640000 sec): 3 clusters
  Score: Raw -2462553.907843 + Penalty 4854.858209 = -2457699.049634
  nChanged 426
		SP:Iteration 12Q (3421.700000 sec): 3 clusters
  Score: Raw -2462714.232038 + Penalty 4854.858209 = -2457859.373829
  nChanged 336
		SP:Iteration 13Q (3421.760000 sec): 3 clusters
  Score: Raw -2462827.919523 + Penalty 4854.858209 = -2457973.061314
  nChanged 251
		SP:Iteration 14Q (3421.830000 sec): 3 clusters
  Score: Raw -2462907.918345 + Penalty 4854.858209 = -2458053.060136
  nChanged 231
		SP:Iteration 15Q (3421.890000 sec): 3 clusters
  Score: Raw -2462980.741534 + Penalty 4854.858209 = -2458125.883325
  nChanged 206
		SP:Iteration 16Q (3421.950000 sec): 3 clusters
  Score: Raw -2463041.140219 + Penalty 4854.858209 = -2458186.282010
  nChanged 183
		SP:Iteration 17Q (3422.010000 sec): 3 clusters
  Score: Raw -2463091.709847 + Penalty 4854.858209 = -2458236.851638
  nChanged 159
		SP:Iteration 18Q (3422.070000 sec): 3 clusters
  Score: Raw -2463134.158612 + Penalty 4854.858209 = -2458279.300403
  nChanged 151
		SP:Iteration 19Q (3422.140000 sec): 3 clusters
  Score: Raw -2463175.259497 + Penalty 4854.858209 = -2458320.401288
  nChanged 161
		SP:Iteration 20F (3422.200000 sec): 3 clusters
  Score: Raw -2463216.617670 + Penalty 4854.858209 = -2458361.759461
  nChanged 134
		SP:Iteration 21Q (3422.260000 sec): 3 clusters
  Score: Raw -2463252.617665 + Penalty 4854.858209 = -2458397.759456
  nChanged 129
		SP:Iteration 22Q (3422.320000 sec): 3 clusters
  Score: Raw -2463286.020388 + Penalty 4854.858209 = -2458431.162179
  nChanged 139
		SP:Iteration 23Q (3422.380000 sec): 3 clusters
  Score: Raw -2463320.279652 + Penalty 4854.858209 = -2458465.421443
  nChanged 147
		SP:Iteration 24Q (3422.440000 sec): 3 clusters
  Score: Raw -2463360.198395 + Penalty 4854.858209 = -2458505.340186
  nChanged 145
		SP:Iteration 25Q (3422.500000 sec): 3 clusters
  Score: Raw -2463398.983691 + Penalty 4854.858209 = -2458544.125482
  nChanged 140
		SP:Iteration 26Q (3422.560000 sec): 3 clusters
  Score: Raw -2463440.960849 + Penalty 4854.858209 = -2458586.102640
  nChanged 157
		SP:Iteration 27Q (3422.620000 sec): 3 clusters
  Score: Raw -2463489.889908 + Penalty 4854.858209 = -2458635.031699
  nChanged 160
		SP:Iteration 28Q (3422.680000 sec): 3 clusters
  Score: Raw -2463535.389574 + Penalty 4854.858209 = -2458680.531365
  nChanged 147
		SP:Iteration 29Q (3422.740000 sec): 3 clusters
  Score: Raw -2463574.330432 + Penalty 4854.858209 = -2458719.472223
  nChanged 132
		SP:Iteration 30Q (3422.800000 sec): 3 clusters
  Score: Raw -2463609.646370 + Penalty 4854.858209 = -2458754.788161
  nChanged 127
		SP:Iteration 31Q (3422.860000 sec): 3 clusters
  Score: Raw -2463638.715614 + Penalty 4854.858209 = -2458783.857405
  nChanged 98
		SP:Iteration 32Q (3422.920000 sec): 3 clusters
  Score: Raw -2463657.031145 + Penalty 4854.858209 = -2458802.172936
  nChanged 90
		SP:Iteration 33Q (3422.980000 sec): 3 clusters
  Score: Raw -2463675.379151 + Penalty 4854.858209 = -2458820.520942
  nChanged 95
		SP:Iteration 34Q (3423.040000 sec): 3 clusters
  Score: Raw -2463697.442015 + Penalty 4854.858209 = -2458842.583806
  nChanged 106
		SP:Iteration 35Q (3423.100000 sec): 3 clusters
  Score: Raw -2463726.031549 + Penalty 4854.858209 = -2458871.173340
  nChanged 97
		SP:Iteration 36Q (3423.160000 sec): 3 clusters
  Score: Raw -2463750.944884 + Penalty 4854.858209 = -2458896.086675
  nChanged 108
		SP:Iteration 37Q (3423.220000 sec): 3 clusters
  Score: Raw -2463778.055074 + Penalty 4854.858209 = -2458923.196865
  nChanged 94
		SP:Iteration 38Q (3423.270000 sec): 3 clusters
  Score: Raw -2463799.009675 + Penalty 4854.858209 = -2458944.151466
  nChanged 91
		SP:Iteration 39Q (3423.330000 sec): 3 clusters
  Score: Raw -2463816.185228 + Penalty 4854.858209 = -2458961.327019
  nChanged 71
		SP:Iteration 40F (3423.400000 sec): 3 clusters
  Score: Raw -2463831.016840 + Penalty 4854.858209 = -2458976.158631
  nChanged 75
		SP:Iteration 41Q (3423.450000 sec): 3 clusters
  Score: Raw -2463849.383773 + Penalty 4854.858209 = -2458994.525564
  nChanged 87
		SP:Iteration 42Q (3423.510000 sec): 3 clusters
  Score: Raw -2463871.487544 + Penalty 4854.858209 = -2459016.629335
  nChanged 95
		SP:Iteration 43Q (3423.570000 sec): 3 clusters
  Score: Raw -2463894.569074 + Penalty 4854.858209 = -2459039.710865
  nChanged 95
		SP:Iteration 44Q (3423.630000 sec): 3 clusters
  Score: Raw -2463917.920073 + Penalty 4854.858209 = -2459063.061864
  nChanged 88
		SP:Iteration 45Q (3423.680000 sec): 3 clusters
  Score: Raw -2463936.588206 + Penalty 4854.858209 = -2459081.729997
  nChanged 75
		SP:Iteration 46Q (3423.740000 sec): 3 clusters
  Score: Raw -2463953.833448 + Penalty 4854.858209 = -2459098.975239
  nChanged 87
		SP:Iteration 47Q (3423.800000 sec): 3 clusters
  Score: Raw -2463970.889311 + Penalty 4854.858209 = -2459116.031101
  nChanged 69
		SP:Iteration 48Q (3423.860000 sec): 3 clusters
  Score: Raw -2463986.388303 + Penalty 4854.858209 = -2459131.530094
  nChanged 67
		SP:Iteration 49Q (3423.920000 sec): 3 clusters
  Score: Raw -2463999.801935 + Penalty 4854.858209 = -2459144.943725
  nChanged 65
		SP:Iteration 50Q (3423.970000 sec): 3 clusters
  Score: Raw -2464012.454892 + Penalty 4854.858209 = -2459157.596683
  nChanged 57
		SP:Iteration 51Q (3424.030000 sec): 3 clusters
  Score: Raw -2464022.106246 + Penalty 4854.858209 = -2459167.248037
  nChanged 51
		SP:Iteration 52Q (3424.090000 sec): 3 clusters
  Score: Raw -2464031.855153 + Penalty 4854.858209 = -2459176.996944
  nChanged 51
		SP:Iteration 53Q (3424.140000 sec): 3 clusters
  Score: Raw -2464041.214172 + Penalty 4854.858209 = -2459186.355963
  nChanged 54
		SP:Iteration 54Q (3424.200000 sec): 3 clusters
  Score: Raw -2464049.786462 + Penalty 4854.858209 = -2459194.928253
  nChanged 51
		SP:Iteration 55Q (3424.260000 sec): 3 clusters
  Score: Raw -2464060.432182 + Penalty 4854.858209 = -2459205.573973
  nChanged 53
		SP:Iteration 56Q (3424.320000 sec): 3 clusters
  Score: Raw -2464070.377991 + Penalty 4854.858209 = -2459215.519781
  nChanged 51
		SP:Iteration 57Q (3424.370000 sec): 3 clusters
  Score: Raw -2464080.003171 + Penalty 4854.858209 = -2459225.144962
  nChanged 44
		SP:Iteration 58Q (3424.430000 sec): 3 clusters
  Score: Raw -2464087.915686 + Penalty 4854.858209 = -2459233.057477
  nChanged 49
		SP:Iteration 59Q (3424.480000 sec): 3 clusters
  Score: Raw -2464097.157740 + Penalty 4854.858209 = -2459242.299531
  nChanged 51
		SP:Iteration 60F (3424.550000 sec): 3 clusters
  Score: Raw -2464108.724008 + Penalty 4854.858209 = -2459253.865799
  nChanged 55
		SP:Iteration 61Q (3424.600000 sec): 3 clusters
  Score: Raw -2464121.327617 + Penalty 4854.858209 = -2459266.469408
  nChanged 53
		SP:Iteration 62Q (3424.660000 sec): 3 clusters
  Score: Raw -2464131.662131 + Penalty 4854.858209 = -2459276.803922
  nChanged 51
		SP:Iteration 63Q (3424.720000 sec): 3 clusters
  Score: Raw -2464143.570257 + Penalty 4854.858209 = -2459288.712048
  nChanged 60
		SP:Iteration 64Q (3424.770000 sec): 3 clusters
  Score: Raw -2464158.203564 + Penalty 4854.858209 = -2459303.345355
  nChanged 52
		SP:Iteration 65Q (3424.830000 sec): 3 clusters
  Score: Raw -2464172.619893 + Penalty 4854.858209 = -2459317.761684
  nChanged 70
		SP:Iteration 66Q (3424.880000 sec): 3 clusters
  Score: Raw -2464191.133101 + Penalty 4854.858209 = -2459336.274892
  nChanged 63
		SP:Iteration 67Q (3424.940000 sec): 3 clusters
  Score: Raw -2464206.308459 + Penalty 4854.858209 = -2459351.450250
  nChanged 64
		SP:Iteration 68Q (3425.000000 sec): 3 clusters
  Score: Raw -2464219.340297 + Penalty 4854.858209 = -2459364.482088
  nChanged 55
		SP:Iteration 69Q (3425.050000 sec): 3 clusters
  Score: Raw -2464228.984852 + Penalty 4854.858209 = -2459374.126643
  nChanged 46
		SP:Iteration 70Q (3425.110000 sec): 3 clusters
  Score: Raw -2464238.402243 + Penalty 4854.858209 = -2459383.544034
  nChanged 52
		SP:Iteration 71Q (3425.170000 sec): 3 clusters
  Score: Raw -2464249.928425 + Penalty 4854.858209 = -2459395.070216
  nChanged 41
		SP:Iteration 72Q (3425.220000 sec): 3 clusters
  Score: Raw -2464257.934315 + Penalty 4854.858209 = -2459403.076106
  nChanged 40
		SP:Iteration 73Q (3425.280000 sec): 3 clusters
  Score: Raw -2464266.141585 + Penalty 4854.858209 = -2459411.283376
  nChanged 49
		SP:Iteration 74Q (3425.330000 sec): 3 clusters
  Score: Raw -2464279.010354 + Penalty 4854.858209 = -2459424.152145
  nChanged 54
		SP:Iteration 75Q (3425.390000 sec): 3 clusters
  Score: Raw -2464295.342915 + Penalty 4854.858209 = -2459440.484706
  nChanged 63
		SP:Iteration 76Q (3425.440000 sec): 3 clusters
  Score: Raw -2464312.489974 + Penalty 4854.858209 = -2459457.631765
  nChanged 56
		SP:Iteration 77Q (3425.500000 sec): 3 clusters
  Score: Raw -2464327.452248 + Penalty 4854.858209 = -2459472.594039
  nChanged 57
		SP:Iteration 78Q (3425.550000 sec): 3 clusters
  Score: Raw -2464341.498239 + Penalty 4854.858209 = -2459486.640030
  nChanged 58
		SP:Iteration 79Q (3425.610000 sec): 3 clusters
  Score: Raw -2464355.459373 + Penalty 4854.858209 = -2459500.601164
  nChanged 54
		SP:Iteration 80F (3425.670000 sec): 3 clusters
  Score: Raw -2464367.757045 + Penalty 4854.858209 = -2459512.898835
  nChanged 49
		SP:Iteration 81Q (3425.720000 sec): 3 clusters
  Score: Raw -2464380.915800 + Penalty 4854.858209 = -2459526.057591
  nChanged 57
		SP:Iteration 82Q (3425.780000 sec): 3 clusters
  Score: Raw -2464395.155288 + Penalty 4854.858209 = -2459540.297079
  nChanged 56
		SP:Iteration 83Q (3425.830000 sec): 3 clusters
  Score: Raw -2464407.952114 + Penalty 4854.858209 = -2459553.093905
  nChanged 56
		SP:Iteration 84Q (3425.890000 sec): 3 clusters
  Score: Raw -2464420.868008 + Penalty 4854.858209 = -2459566.009799
  nChanged 51
		SP:Iteration 85Q (3425.940000 sec): 3 clusters
  Score: Raw -2464433.877070 + Penalty 4854.858209 = -2459579.018861
  nChanged 53
		SP:Iteration 86Q (3426.000000 sec): 3 clusters
  Score: Raw -2464446.130163 + Penalty 4854.858209 = -2459591.271954
  nChanged 52
		SP:Iteration 87Q (3426.050000 sec): 3 clusters
  Score: Raw -2464458.926104 + Penalty 4854.858209 = -2459604.067894
  nChanged 52
		SP:Iteration 88Q (3426.100000 sec): 3 clusters
  Score: Raw -2464475.717603 + Penalty 4854.858209 = -2459620.859394
  nChanged 76
		SP:Iteration 89Q (3426.160000 sec): 3 clusters
  Score: Raw -2464498.757694 + Penalty 4854.858209 = -2459643.899485
  nChanged 69
		SP:Iteration 90Q (3426.210000 sec): 3 clusters
  Score: Raw -2464518.495308 + Penalty 4854.858209 = -2459663.637099
  nChanged 65
		SP:Iteration 91Q (3426.260000 sec): 3 clusters
  Score: Raw -2464538.074455 + Penalty 4854.858209 = -2459683.216246
  nChanged 69
		SP:Iteration 92Q (3426.320000 sec): 3 clusters
  Score: Raw -2464560.986921 + Penalty 4854.858209 = -2459706.128712
  nChanged 71
		SP:Iteration 93Q (3426.370000 sec): 3 clusters
  Score: Raw -2464582.803571 + Penalty 4854.858209 = -2459727.945362
  nChanged 54
		SP:Iteration 94Q (3426.420000 sec): 3 clusters
  Score: Raw -2464598.040306 + Penalty 4854.858209 = -2459743.182097
  nChanged 59
		SP:Iteration 95Q (3426.480000 sec): 3 clusters
  Score: Raw -2464615.255977 + Penalty 4854.858209 = -2459760.397768
  nChanged 59
		SP:Iteration 96Q (3426.530000 sec): 3 clusters
  Score: Raw -2464631.497402 + Penalty 4854.858209 = -2459776.639193
  nChanged 54
		SP:Iteration 97Q (3426.580000 sec): 3 clusters
  Score: Raw -2464645.390789 + Penalty 4854.858209 = -2459790.532579
  nChanged 47
		SP:Iteration 98Q (3426.640000 sec): 3 clusters
  Score: Raw -2464659.432070 + Penalty 4854.858209 = -2459804.573861
  nChanged 55
		SP:Iteration 99Q (3426.690000 sec): 3 clusters
  Score: Raw -2464674.179313 + Penalty 4854.858209 = -2459819.321104
  nChanged 55
		SP:Iteration 100F (3426.750000 sec): 3 clusters
  Score: Raw -2464688.747474 + Penalty 4854.858209 = -2459833.889264
  nChanged 43
		SP:Iteration 101Q (3426.800000 sec): 3 clusters
  Score: Raw -2464703.330554 + Penalty 4854.858209 = -2459848.472344
  nChanged 41
		SP:Iteration 102Q (3426.860000 sec): 3 clusters
  Score: Raw -2464714.900172 + Penalty 4854.858209 = -2459860.041963
  nChanged 31
		SP:Iteration 103Q (3426.910000 sec): 3 clusters
  Score: Raw -2464722.238837 + Penalty 4854.858209 = -2459867.380628
  nChanged 23
		SP:Iteration 104Q (3426.960000 sec): 3 clusters
  Score: Raw -2464727.379130 + Penalty 4854.858209 = -2459872.520921
  nChanged 27
		SP:Iteration 105Q (3427.010000 sec): 3 clusters
  Score: Raw -2464735.077484 + Penalty 4854.858209 = -2459880.219275
  nChanged 31
		SP:Iteration 106Q (3427.060000 sec): 3 clusters
  Score: Raw -2464744.142391 + Penalty 4854.858209 = -2459889.284182
  nChanged 33
		SP:Iteration 107Q (3427.110000 sec): 3 clusters
  Score: Raw -2464752.825024 + Penalty 4854.858209 = -2459897.966815
  nChanged 28
		SP:Iteration 108Q (3427.160000 sec): 3 clusters
  Score: Raw -2464759.832410 + Penalty 4854.858209 = -2459904.974201
  nChanged 25
		SP:Iteration 109Q (3427.220000 sec): 3 clusters
  Score: Raw -2464768.114426 + Penalty 4854.858209 = -2459913.256217
  nChanged 23
		SP:Iteration 110Q (3427.270000 sec): 3 clusters
  Score: Raw -2464773.939943 + Penalty 4854.858209 = -2459919.081734
  nChanged 21
		SP:Iteration 111Q (3427.320000 sec): 3 clusters
  Score: Raw -2464778.506593 + Penalty 4854.858209 = -2459923.648383
  nChanged 13
		SP:Iteration 112Q (3427.370000 sec): 3 clusters
  Score: Raw -2464781.366139 + Penalty 4854.858209 = -2459926.507930
  nChanged 13
		SP:Iteration 113Q (3427.420000 sec): 3 clusters
  Score: Raw -2464784.803172 + Penalty 4854.858209 = -2459929.944963
  nChanged 13
		SP:Iteration 114Q (3427.470000 sec): 3 clusters
  Score: Raw -2464788.204886 + Penalty 4854.858209 = -2459933.346677
  nChanged 15
		SP:Iteration 115Q (3427.520000 sec): 3 clusters
  Score: Raw -2464790.829382 + Penalty 4854.858209 = -2459935.971172
  nChanged 7
		SP:Iteration 116Q (3427.570000 sec): 3 clusters
  Score: Raw -2464792.319846 + Penalty 4854.858209 = -2459937.461637
  nChanged 9
		SP:Iteration 117Q (3427.620000 sec): 3 clusters
  Score: Raw -2464794.162919 + Penalty 4854.858209 = -2459939.304710
  nChanged 14
		SP:Iteration 118Q (3427.670000 sec): 3 clusters
  Score: Raw -2464797.980539 + Penalty 4854.858209 = -2459943.122330
  nChanged 12
		SP:Iteration 119Q (3427.720000 sec): 3 clusters
  Score: Raw -2464800.694763 + Penalty 4854.858209 = -2459945.836554
  nChanged 9
		SP:Iteration 120F (3427.790000 sec): 3 clusters
  Score: Raw -2464802.107640 + Penalty 4854.858209 = -2459947.249431
  nChanged 5
		SP:Iteration 121Q (3427.840000 sec): 3 clusters
  Score: Raw -2464802.880509 + Penalty 4854.858209 = -2459948.022300
  nChanged 7
		SP:Iteration 122Q (3427.890000 sec): 3 clusters
  Score: Raw -2464803.960904 + Penalty 4854.858209 = -2459949.102695
  nChanged 4
		SP:Iteration 123Q (3427.940000 sec): 3 clusters
  Score: Raw -2464804.475122 + Penalty 4854.858209 = -2459949.616913
  nChanged 5
		SP:Iteration 124Q (3427.990000 sec): 3 clusters
  Score: Raw -2464805.221668 + Penalty 4854.858209 = -2459950.363459
  nChanged 4
		SP:Iteration 125Q (3428.040000 sec): 3 clusters
  Score: Raw -2464806.153092 + Penalty 4854.858209 = -2459951.294883
  nChanged 3
		SP:Iteration 126Q (3428.100000 sec): 3 clusters
  Score: Raw -2464807.200592 + Penalty 4854.858209 = -2459952.342383
  nChanged 5
		SP:Iteration 127Q (3428.140000 sec): 3 clusters
  Score: Raw -2464808.847211 + Penalty 4854.858209 = -2459953.989002
  nChanged 5
		SP:Iteration 128Q (3428.200000 sec): 3 clusters
  Score: Raw -2464809.674428 + Penalty 4854.858209 = -2459954.816219
  nChanged 4
		SP:Iteration 129Q (3428.250000 sec): 3 clusters
  Score: Raw -2464811.296599 + Penalty 4854.858209 = -2459956.438390
  nChanged 7
		SP:Iteration 130Q (3428.300000 sec): 3 clusters
  Score: Raw -2464812.902632 + Penalty 4854.858209 = -2459958.044423
  nChanged 7
		SP:Iteration 131Q (3428.350000 sec): 3 clusters
  Score: Raw -2464814.518844 + Penalty 4854.858209 = -2459959.660635
  nChanged 6
		SP:Iteration 132Q (3428.400000 sec): 3 clusters
  Score: Raw -2464815.560953 + Penalty 4854.858209 = -2459960.702744
  nChanged 5
		SP:Iteration 133Q (3428.450000 sec): 3 clusters
  Score: Raw -2464816.593693 + Penalty 4854.858209 = -2459961.735484
  nChanged 8
		SP:Iteration 134Q (3428.500000 sec): 3 clusters
  Score: Raw -2464818.089175 + Penalty 4854.858209 = -2459963.230966
  nChanged 2
		SP:Iteration 135Q (3428.550000 sec): 3 clusters
  Score: Raw -2464818.283506 + Penalty 4854.858209 = -2459963.425297
  nChanged 2
		SP:Iteration 136Q (3428.600000 sec): 3 clusters
  Score: Raw -2464818.666485 + Penalty 4854.858209 = -2459963.808276
  nChanged 2
		SP:Iteration 137Q (3428.650000 sec): 3 clusters
  Score: Raw -2464819.236051 + Penalty 4854.858209 = -2459964.377842
  nChanged 3
		SP:Iteration 138Q (3428.700000 sec): 3 clusters
  Score: Raw -2464819.760031 + Penalty 4854.858209 = -2459964.901822
  nChanged 2
		SP:Iteration 139Q (3428.750000 sec): 3 clusters
  Score: Raw -2464820.103783 + Penalty 4854.858209 = -2459965.245574
  nChanged 3
		SP:Iteration 140F (3428.820000 sec): 3 clusters
  Score: Raw -2464820.599183 + Penalty 4854.858209 = -2459965.740974
  nChanged 4
		SP:Iteration 141Q (3428.870000 sec): 3 clusters
  Score: Raw -2464821.529321 + Penalty 4854.858209 = -2459966.671112
  nChanged 4
		SP:Iteration 142Q (3428.920000 sec): 3 clusters
  Score: Raw -2464822.297251 + Penalty 4854.858209 = -2459967.439042
  nChanged 3
		SP:Iteration 143Q (3428.970000 sec): 3 clusters
  Score: Raw -2464823.118878 + Penalty 4854.858209 = -2459968.260669
  nChanged 2
		SP:Iteration 144Q (3429.020000 sec): 3 clusters
  Score: Raw -2464823.469783 + Penalty 4854.858209 = -2459968.611574
  nChanged 1
		SP:Iteration 145Q (3429.070000 sec): 3 clusters
  Score: Raw -2464823.592500 + Penalty 4854.858209 = -2459968.734291
  nChanged 1
		SP:Iteration 146Q (3429.120000 sec): 3 clusters
  Score: Raw -2464823.832075 + Penalty 4854.858209 = -2459968.973866
  nChanged 0
		SP:Iteration 147F (3429.190000 sec): 3 clusters
  Score: Raw -2464823.832075 + Penalty 4854.858209 = -2459968.973866
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3429.210000 sec): 2 clusters
  Score: Raw -1055439.629180 + Penalty 2202.454175 = -1053237.175005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3429.240000 sec): 3 clusters
  Score: Raw -1051834.624004 + Penalty 4404.908350 = -1047429.715654
  nChanged 2833
		SP:Iteration 1F (3429.270000 sec): 3 clusters
  Score: Raw -1053338.536097 + Penalty 4404.908350 = -1048933.627747
  nChanged 478
		SP:Iteration 2F (3429.290000 sec): 3 clusters
  Score: Raw -1053576.438278 + Penalty 4404.908350 = -1049171.529928
  nChanged 360
		SP:Iteration 3F (3429.320000 sec): 3 clusters
  Score: Raw -1053750.384130 + Penalty 4404.908350 = -1049345.475779
  nChanged 291
		SP:Iteration 4Q (3429.350000 sec): 3 clusters
  Score: Raw -1053893.618892 + Penalty 4404.908350 = -1049488.710541
  nChanged 245
		SP:Iteration 5Q (3429.370000 sec): 3 clusters
  Score: Raw -1054009.059826 + Penalty 4404.908350 = -1049604.151475
  nChanged 203
		SP:Iteration 6Q (3429.400000 sec): 3 clusters
  Score: Raw -1054094.129438 + Penalty 4404.908350 = -1049689.221087
  nChanged 173
		SP:Iteration 7Q (3429.420000 sec): 3 clusters
  Score: Raw -1054167.479230 + Penalty 4404.908350 = -1049762.570880
  nChanged 155
		SP:Iteration 8Q (3429.450000 sec): 3 clusters
  Score: Raw -1054238.751187 + Penalty 4404.908350 = -1049833.842837
  nChanged 152
		SP:Iteration 9Q (3429.470000 sec): 3 clusters
  Score: Raw -1054311.975660 + Penalty 4404.908350 = -1049907.067309
  nChanged 155
		SP:Iteration 10Q (3429.500000 sec): 3 clusters
  Score: Raw -1054390.788476 + Penalty 4404.908350 = -1049985.880125
  nChanged 154
		SP:Iteration 11Q (3429.530000 sec): 3 clusters
  Score: Raw -1054459.948207 + Penalty 4404.908350 = -1050055.039857
  nChanged 150
		SP:Iteration 12Q (3429.550000 sec): 3 clusters
  Score: Raw -1054528.623375 + Penalty 4404.908350 = -1050123.715025
  nChanged 149
		SP:Iteration 13Q (3429.580000 sec): 3 clusters
  Score: Raw -1054616.491554 + Penalty 4404.908350 = -1050211.583203
  nChanged 169
		SP:Iteration 14Q (3429.600000 sec): 3 clusters
  Score: Raw -1054711.704773 + Penalty 4404.908350 = -1050306.796422
  nChanged 168
		SP:Iteration 15Q (3429.630000 sec): 3 clusters
  Score: Raw -1054800.142007 + Penalty 4404.908350 = -1050395.233656
  nChanged 161
		SP:Iteration 16Q (3429.650000 sec): 3 clusters
  Score: Raw -1054890.810078 + Penalty 4404.908350 = -1050485.901727
  nChanged 162
		SP:Iteration 17Q (3429.680000 sec): 3 clusters
  Score: Raw -1054978.990259 + Penalty 4404.908350 = -1050574.081909
  nChanged 150
		SP:Iteration 18Q (3429.710000 sec): 3 clusters
  Score: Raw -1055049.990547 + Penalty 4404.908350 = -1050645.082197
  nChanged 147
		SP:Iteration 19Q (3429.730000 sec): 3 clusters
  Score: Raw -1055128.561389 + Penalty 4404.908350 = -1050723.653038
  nChanged 143
		SP:Iteration 20F (3429.750000 sec): 3 clusters
  Score: Raw -1055211.032661 + Penalty 4404.908350 = -1050806.124311
  nChanged 132
		SP:Iteration 21Q (3429.780000 sec): 3 clusters
  Score: Raw -1055284.023027 + Penalty 4404.908350 = -1050879.114676
  nChanged 119
		SP:Iteration 22Q (3429.800000 sec): 3 clusters
  Score: Raw -1055349.312360 + Penalty 4404.908350 = -1050944.404010
  nChanged 108
		SP:Iteration 23Q (3429.830000 sec): 3 clusters
  Score: Raw -1055412.626207 + Penalty 4404.908350 = -1051007.717856
  nChanged 98
		SP:Iteration 24Q (3429.850000 sec): 3 clusters
  Score: Raw -1055476.416835 + Penalty 4404.908350 = -1051071.508485
  nChanged 94
		SP:Iteration 25Q (3429.870000 sec): 3 clusters
  Score: Raw -1055538.155422 + Penalty 4404.908350 = -1051133.247072
  nChanged 90
		SP:Iteration 26Q (3429.900000 sec): 3 clusters
  Score: Raw -1055588.425613 + Penalty 4404.908350 = -1051183.517263
  nChanged 72
		SP:Iteration 27Q (3429.920000 sec): 3 clusters
  Score: Raw -1055628.511669 + Penalty 4404.908350 = -1051223.603318
  nChanged 67
		SP:Iteration 28Q (3429.940000 sec): 3 clusters
  Score: Raw -1055667.156135 + Penalty 4404.908350 = -1051262.247785
  nChanged 57
		SP:Iteration 29Q (3429.970000 sec): 3 clusters
  Score: Raw -1055699.269370 + Penalty 4404.908350 = -1051294.361019
  nChanged 43
		SP:Iteration 30Q (3429.990000 sec): 3 clusters
  Score: Raw -1055727.410189 + Penalty 4404.908350 = -1051322.501838
  nChanged 55
		SP:Iteration 31Q (3430.010000 sec): 3 clusters
  Score: Raw -1055765.508843 + Penalty 4404.908350 = -1051360.600492
  nChanged 46
		SP:Iteration 32Q (3430.030000 sec): 3 clusters
  Score: Raw -1055795.329586 + Penalty 4404.908350 = -1051390.421236
  nChanged 29
		SP:Iteration 33Q (3430.050000 sec): 3 clusters
  Score: Raw -1055813.785083 + Penalty 4404.908350 = -1051408.876732
  nChanged 23
		SP:Iteration 34Q (3430.070000 sec): 3 clusters
  Score: Raw -1055831.121077 + Penalty 4404.908350 = -1051426.212727
  nChanged 25
		SP:Iteration 35Q (3430.090000 sec): 3 clusters
  Score: Raw -1055847.163421 + Penalty 4404.908350 = -1051442.255071
  nChanged 21
		SP:Iteration 36Q (3430.110000 sec): 3 clusters
  Score: Raw -1055858.671337 + Penalty 4404.908350 = -1051453.762986
  nChanged 15
		SP:Iteration 37Q (3430.140000 sec): 3 clusters
  Score: Raw -1055867.810206 + Penalty 4404.908350 = -1051462.901855
  nChanged 15
		SP:Iteration 38Q (3430.160000 sec): 3 clusters
  Score: Raw -1055876.471917 + Penalty 4404.908350 = -1051471.563567
  nChanged 9
		SP:Iteration 39Q (3430.180000 sec): 3 clusters
  Score: Raw -1055881.242364 + Penalty 4404.908350 = -1051476.334013
  nChanged 7
		SP:Iteration 40F (3430.210000 sec): 3 clusters
  Score: Raw -1055884.957370 + Penalty 4404.908350 = -1051480.049020
  nChanged 7
		SP:Iteration 41Q (3430.230000 sec): 3 clusters
  Score: Raw -1055889.177022 + Penalty 4404.908350 = -1051484.268671
  nChanged 5
		SP:Iteration 42Q (3430.250000 sec): 3 clusters
  Score: Raw -1055891.416644 + Penalty 4404.908350 = -1051486.508294
  nChanged 5
		SP:Iteration 43Q (3430.270000 sec): 3 clusters
  Score: Raw -1055893.811266 + Penalty 4404.908350 = -1051488.902916
  nChanged 2
		SP:Iteration 44Q (3430.290000 sec): 3 clusters
  Score: Raw -1055895.174641 + Penalty 4404.908350 = -1051490.266290
  nChanged 3
		SP:Iteration 45Q (3430.310000 sec): 3 clusters
  Score: Raw -1055897.038247 + Penalty 4404.908350 = -1051492.129897
  nChanged 1
		SP:Iteration 46Q (3430.330000 sec): 3 clusters
  Score: Raw -1055897.434763 + Penalty 4404.908350 = -1051492.526412
  nChanged 0
		SP:Iteration 47F (3430.360000 sec): 3 clusters
  Score: Raw -1055897.434763 + Penalty 4404.908350 = -1051492.526412
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (100206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3430.710000 sec): 2 clusters
  Score: Raw -14806760.866555 + Penalty 2855.715870 = -14803905.150685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3431.090000 sec): 3 clusters
  Score: Raw -14742802.265160 + Penalty 5711.431740 = -14737090.833421
  nChanged 47284
		SP:Iteration 1F (3431.470000 sec): 3 clusters
  Score: Raw -14770017.240153 + Penalty 5711.431740 = -14764305.808413
  nChanged 3817
		SP:Iteration 2Q (3431.860000 sec): 3 clusters
  Score: Raw -14771167.834244 + Penalty 5711.431740 = -14765456.402504
  nChanged 4323
		SP:Iteration 3Q (3432.250000 sec): 3 clusters
  Score: Raw -14772730.988510 + Penalty 5711.431740 = -14767019.556771
  nChanged 5047
		SP:Iteration 4F (3432.630000 sec): 3 clusters
  Score: Raw -14774994.577154 + Penalty 5711.431740 = -14769283.145414
  nChanged 5888
		SP:Iteration 5F (3433.010000 sec): 3 clusters
  Score: Raw -14778293.135373 + Penalty 5711.431740 = -14772581.703633
  nChanged 6757
		SP:Iteration 6F (3433.390000 sec): 3 clusters
  Score: Raw -14782831.697512 + Penalty 5711.431740 = -14777120.265772
  nChanged 7136
		SP:Iteration 7F (3433.770000 sec): 3 clusters
  Score: Raw -14788297.374774 + Penalty 5711.431740 = -14782585.943035
  nChanged 6793
		SP:Iteration 8F (3434.150000 sec): 3 clusters
  Score: Raw -14793926.440807 + Penalty 5711.431740 = -14788215.009067
  nChanged 5689
		SP:Iteration 9F (3434.530000 sec): 3 clusters
  Score: Raw -14798813.930895 + Penalty 5711.431740 = -14793102.499156
  nChanged 4091
		SP:Iteration 10Q (3434.900000 sec): 3 clusters
  Score: Raw -14802278.856748 + Penalty 5711.431740 = -14796567.425008
  nChanged 2650
		SP:Iteration 11Q (3435.250000 sec): 3 clusters
  Score: Raw -14804530.405349 + Penalty 5711.431740 = -14798818.973609
  nChanged 1489
		SP:Iteration 12Q (3435.580000 sec): 3 clusters
  Score: Raw -14805773.716297 + Penalty 5711.431740 = -14800062.284557
  nChanged 779
		SP:Iteration 13Q (3435.890000 sec): 3 clusters
  Score: Raw -14806415.243916 + Penalty 5711.431740 = -14800703.812176
  nChanged 426
		SP:Iteration 14Q (3436.180000 sec): 3 clusters
  Score: Raw -14806759.506101 + Penalty 5711.431740 = -14801048.074361
  nChanged 249
		SP:Iteration 15Q (3436.470000 sec): 3 clusters
  Score: Raw -14806958.905434 + Penalty 5711.431740 = -14801247.473694
  nChanged 156
		SP:Iteration 16Q (3436.750000 sec): 3 clusters
  Score: Raw -14807086.296260 + Penalty 5711.431740 = -14801374.864521
  nChanged 100
		SP:Iteration 17Q (3437.030000 sec): 3 clusters
  Score: Raw -14807148.723622 + Penalty 5711.431740 = -14801437.291883
  nChanged 62
		SP:Iteration 18Q (3437.300000 sec): 3 clusters
  Score: Raw -14807184.145263 + Penalty 5711.431740 = -14801472.713523
  nChanged 32
		SP:Iteration 19Q (3437.580000 sec): 3 clusters
  Score: Raw -14807203.967599 + Penalty 5711.431740 = -14801492.535859
  nChanged 31
		SP:Iteration 20F (3437.950000 sec): 3 clusters
  Score: Raw -14807224.356472 + Penalty 5711.431740 = -14801512.924732
  nChanged 23
		SP:Iteration 21Q (3438.230000 sec): 3 clusters
  Score: Raw -14807234.671948 + Penalty 5711.431740 = -14801523.240209
  nChanged 12
		SP:Iteration 22Q (3438.500000 sec): 3 clusters
  Score: Raw -14807240.704591 + Penalty 5711.431740 = -14801529.272851
  nChanged 5
		SP:Iteration 23Q (3438.780000 sec): 3 clusters
  Score: Raw -14807242.098777 + Penalty 5711.431740 = -14801530.667038
  nChanged 3
		SP:Iteration 24Q (3439.050000 sec): 3 clusters
  Score: Raw -14807243.059091 + Penalty 5711.431740 = -14801531.627352
  nChanged 0
		SP:Iteration 25F (3439.430000 sec): 3 clusters
  Score: Raw -14807243.059091 + Penalty 5711.431740 = -14801531.627352
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3439.480000 sec): 2 clusters
  Score: Raw -35204.480717 + Penalty 1371.298414 = -33833.182303
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3439.480000 sec): 3 clusters
  Score: Raw -35351.414236 + Penalty 2742.596827 = -32608.817408
  nChanged 30
		SP:Iteration 1F (3439.480000 sec): 3 clusters
  Score: Raw -35471.241305 + Penalty 2742.596827 = -32728.644478
  nChanged 2
		SP:Iteration 2Q (3439.480000 sec): 3 clusters
  Score: Raw -35478.018505 + Penalty 2742.596827 = -32735.421678
  nChanged 1
		SP:Iteration 3Q (3439.480000 sec): 3 clusters
  Score: Raw -35480.787657 + Penalty 2742.596827 = -32738.190830
  nChanged 1
		SP:Iteration 4Q (3439.490000 sec): 3 clusters
  Score: Raw -35486.990630 + Penalty 2742.596827 = -32744.393802
  nChanged 2
		SP:Iteration 5Q (3439.490000 sec): 3 clusters
  Score: Raw -35492.178707 + Penalty 2742.596827 = -32749.581880
  nChanged 0
		SP:Iteration 6F (3439.490000 sec): 3 clusters
  Score: Raw -35492.178707 + Penalty 2742.596827 = -32749.581880
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (259069 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3440.400000 sec): 2 clusters
  Score: Raw -38341964.255141 + Penalty 3091.282729 = -38338872.972412
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3441.390000 sec): 3 clusters
  Score: Raw -38171551.039248 + Penalty 6182.565458 = -38165368.473789
  nChanged 124639
		SP:Iteration 1F (3442.380000 sec): 3 clusters
  Score: Raw -38245687.859371 + Penalty 6182.565458 = -38239505.293913
  nChanged 7469
		SP:Iteration 2Q (3443.390000 sec): 3 clusters
  Score: Raw -38247353.716857 + Penalty 6182.565458 = -38241171.151398
  nChanged 8796
		SP:Iteration 3Q (3444.400000 sec): 3 clusters
  Score: Raw -38249828.007374 + Penalty 6182.565458 = -38243645.441916
  nChanged 10955
		SP:Iteration 4Q (3445.400000 sec): 3 clusters
  Score: Raw -38253955.754235 + Penalty 6182.565458 = -38247773.188777
  nChanged 14465
		SP:Iteration 5F (3446.390000 sec): 3 clusters
  Score: Raw -38261424.487339 + Penalty 6182.565458 = -38255241.921881
  nChanged 18833
		SP:Iteration 6F (3447.390000 sec): 3 clusters
  Score: Raw -38274233.455168 + Penalty 6182.565458 = -38268050.889709
  nChanged 22313
		SP:Iteration 7F (3448.390000 sec): 3 clusters
  Score: Raw -38293204.878013 + Penalty 6182.565458 = -38287022.312555
  nChanged 22080
		SP:Iteration 8F (3449.360000 sec): 3 clusters
  Score: Raw -38314631.746706 + Penalty 6182.565458 = -38308449.181247
  nChanged 16200
		SP:Iteration 9F (3450.350000 sec): 3 clusters
  Score: Raw -38330824.325912 + Penalty 6182.565458 = -38324641.760454
  nChanged 8095
		SP:Iteration 10Q (3451.310000 sec): 3 clusters
  Score: Raw -38338657.764812 + Penalty 6182.565458 = -38332475.199354
  nChanged 2782
		SP:Iteration 11Q (3452.170000 sec): 3 clusters
  Score: Raw -38341178.639629 + Penalty 6182.565458 = -38334996.074170
  nChanged 747
		SP:Iteration 12Q (3452.930000 sec): 3 clusters
  Score: Raw -38341883.167447 + Penalty 6182.565458 = -38335700.601988
  nChanged 173
		SP:Iteration 13Q (3453.640000 sec): 3 clusters
  Score: Raw -38342095.044085 + Penalty 6182.565458 = -38335912.478627
  nChanged 49
		SP:Iteration 14Q (3454.340000 sec): 3 clusters
  Score: Raw -38342181.962848 + Penalty 6182.565458 = -38335999.397390
  nChanged 40
		SP:Iteration 15Q (3455.030000 sec): 3 clusters
  Score: Raw -38342244.463673 + Penalty 6182.565458 = -38336061.898214
  nChanged 19
		SP:Iteration 16Q (3455.730000 sec): 3 clusters
  Score: Raw -38342276.528020 + Penalty 6182.565458 = -38336093.962561
  nChanged 14
		SP:Iteration 17Q (3456.410000 sec): 3 clusters
  Score: Raw -38342300.943641 + Penalty 6182.565458 = -38336118.378183
  nChanged 6
		SP:Iteration 18Q (3457.110000 sec): 3 clusters
  Score: Raw -38342311.201730 + Penalty 6182.565458 = -38336128.636272
  nChanged 0
		SP:Iteration 19F (3458.070000 sec): 3 clusters
  Score: Raw -38342311.201730 + Penalty 6182.565458 = -38336128.636272
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3458.190000 sec): 2 clusters
  Score: Raw -64181.902047 + Penalty 1533.668925 = -62648.233122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3458.190000 sec): 3 clusters
  Score: Raw -64212.122014 + Penalty 3067.337850 = -61144.784164
  nChanged 96
		SP:Iteration 1F (3458.190000 sec): 3 clusters
  Score: Raw -64459.386450 + Penalty 3067.337850 = -61392.048600
  nChanged 27
		SP:Iteration 2F (3458.190000 sec): 3 clusters
  Score: Raw -64548.755786 + Penalty 3067.337850 = -61481.417936
  nChanged 20
		SP:Iteration 3Q (3458.190000 sec): 3 clusters
  Score: Raw -64644.062148 + Penalty 3067.337850 = -61576.724298
  nChanged 15
		SP:Iteration 4Q (3458.190000 sec): 3 clusters
  Score: Raw -64841.685198 + Penalty 3067.337850 = -61774.347348
  nChanged 12
		SP:Iteration 5Q (3458.190000 sec): 3 clusters
  Score: Raw -64903.981397 + Penalty 3067.337850 = -61836.643547
  nChanged 12
		SP:Iteration 6Q (3458.200000 sec): 3 clusters
  Score: Raw -64940.179219 + Penalty 3067.337850 = -61872.841369
  nChanged 12
		SP:Iteration 7Q (3458.200000 sec): 3 clusters
  Score: Raw -64979.210629 + Penalty 3067.337850 = -61911.872779
  nChanged 4
		SP:Iteration 8Q (3458.200000 sec): 3 clusters
  Score: Raw -64989.143590 + Penalty 3067.337850 = -61921.805740
  nChanged 1
		SP:Iteration 9Q (3458.200000 sec): 3 clusters
  Score: Raw -64991.871353 + Penalty 3067.337850 = -61924.533503
  nChanged 1
		SP:Iteration 10Q (3458.200000 sec): 3 clusters
  Score: Raw -64995.345964 + Penalty 3067.337850 = -61928.008114
  nChanged 1
		SP:Iteration 11Q (3458.210000 sec): 3 clusters
  Score: Raw -65001.377335 + Penalty 3067.337850 = -61934.039485
  nChanged 0
		SP:Iteration 12F (3458.210000 sec): 3 clusters
  Score: Raw -65001.377335 + Penalty 3067.337850 = -61934.039485
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (7623 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3458.230000 sec): 2 clusters
  Score: Raw -1095036.858338 + Penalty 2216.853467 = -1092820.004871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3458.260000 sec): 3 clusters
  Score: Raw -1091083.361650 + Penalty 4433.706935 = -1086649.654715
  nChanged 3068
		SP:Iteration 1F (3458.290000 sec): 3 clusters
  Score: Raw -1092653.160822 + Penalty 4433.706935 = -1088219.453887
  nChanged 493
		SP:Iteration 2F (3458.320000 sec): 3 clusters
  Score: Raw -1092884.998440 + Penalty 4433.706935 = -1088451.291505
  nChanged 370
		SP:Iteration 3Q (3458.350000 sec): 3 clusters
  Score: Raw -1093044.105347 + Penalty 4433.706935 = -1088610.398412
  nChanged 297
		SP:Iteration 4Q (3458.370000 sec): 3 clusters
  Score: Raw -1093175.286506 + Penalty 4433.706935 = -1088741.579571
  nChanged 261
		SP:Iteration 5Q (3458.400000 sec): 3 clusters
  Score: Raw -1093283.645675 + Penalty 4433.706935 = -1088849.938740
  nChanged 233
		SP:Iteration 6Q (3458.430000 sec): 3 clusters
  Score: Raw -1093396.803364 + Penalty 4433.706935 = -1088963.096429
  nChanged 222
		SP:Iteration 7Q (3458.460000 sec): 3 clusters
  Score: Raw -1093522.026934 + Penalty 4433.706935 = -1089088.319999
  nChanged 213
		SP:Iteration 8Q (3458.490000 sec): 3 clusters
  Score: Raw -1093637.797108 + Penalty 4433.706935 = -1089204.090173
  nChanged 225
		SP:Iteration 9Q (3458.510000 sec): 3 clusters
  Score: Raw -1093746.647113 + Penalty 4433.706935 = -1089312.940178
  nChanged 223
		SP:Iteration 10Q (3458.540000 sec): 3 clusters
  Score: Raw -1093862.258612 + Penalty 4433.706935 = -1089428.551677
  nChanged 206
		SP:Iteration 11Q (3458.570000 sec): 3 clusters
  Score: Raw -1093968.213679 + Penalty 4433.706935 = -1089534.506744
  nChanged 193
		SP:Iteration 12Q (3458.590000 sec): 3 clusters
  Score: Raw -1094076.835790 + Penalty 4433.706935 = -1089643.128855
  nChanged 201
		SP:Iteration 13Q (3458.620000 sec): 3 clusters
  Score: Raw -1094199.140011 + Penalty 4433.706935 = -1089765.433076
  nChanged 212
		SP:Iteration 14Q (3458.650000 sec): 3 clusters
  Score: Raw -1094320.540874 + Penalty 4433.706935 = -1089886.833939
  nChanged 190
		SP:Iteration 15Q (3458.680000 sec): 3 clusters
  Score: Raw -1094416.083993 + Penalty 4433.706935 = -1089982.377058
  nChanged 173
		SP:Iteration 16Q (3458.710000 sec): 3 clusters
  Score: Raw -1094507.375071 + Penalty 4433.706935 = -1090073.668136
  nChanged 174
		SP:Iteration 17Q (3458.730000 sec): 3 clusters
  Score: Raw -1094607.358263 + Penalty 4433.706935 = -1090173.651328
  nChanged 165
		SP:Iteration 18Q (3458.760000 sec): 3 clusters
  Score: Raw -1094695.211520 + Penalty 4433.706935 = -1090261.504585
  nChanged 152
		SP:Iteration 19Q (3458.790000 sec): 3 clusters
  Score: Raw -1094773.687907 + Penalty 4433.706935 = -1090339.980972
  nChanged 141
		SP:Iteration 20F (3458.810000 sec): 3 clusters
  Score: Raw -1094845.467649 + Penalty 4433.706935 = -1090411.760714
  nChanged 140
		SP:Iteration 21Q (3458.840000 sec): 3 clusters
  Score: Raw -1094917.587972 + Penalty 4433.706935 = -1090483.881037
  nChanged 129
		SP:Iteration 22Q (3458.870000 sec): 3 clusters
  Score: Raw -1094999.587030 + Penalty 4433.706935 = -1090565.880095
  nChanged 124
		SP:Iteration 23Q (3458.890000 sec): 3 clusters
  Score: Raw -1095074.626475 + Penalty 4433.706935 = -1090640.919540
  nChanged 114
		SP:Iteration 24Q (3458.910000 sec): 3 clusters
  Score: Raw -1095148.226228 + Penalty 4433.706935 = -1090714.519293
  nChanged 103
		SP:Iteration 25Q (3458.940000 sec): 3 clusters
  Score: Raw -1095217.363022 + Penalty 4433.706935 = -1090783.656087
  nChanged 95
		SP:Iteration 26Q (3458.970000 sec): 3 clusters
  Score: Raw -1095273.684027 + Penalty 4433.706935 = -1090839.977092
  nChanged 87
		SP:Iteration 27Q (3458.990000 sec): 3 clusters
  Score: Raw -1095321.629760 + Penalty 4433.706935 = -1090887.922825
  nChanged 68
		SP:Iteration 28Q (3459.010000 sec): 3 clusters
  Score: Raw -1095362.880433 + Penalty 4433.706935 = -1090929.173498
  nChanged 59
		SP:Iteration 29Q (3459.040000 sec): 3 clusters
  Score: Raw -1095394.639291 + Penalty 4433.706935 = -1090960.932356
  nChanged 52
		SP:Iteration 30Q (3459.060000 sec): 3 clusters
  Score: Raw -1095423.496511 + Penalty 4433.706935 = -1090989.789576
  nChanged 42
		SP:Iteration 31Q (3459.090000 sec): 3 clusters
  Score: Raw -1095445.953432 + Penalty 4433.706935 = -1091012.246497
  nChanged 46
		SP:Iteration 32Q (3459.110000 sec): 3 clusters
  Score: Raw -1095465.919271 + Penalty 4433.706935 = -1091032.212336
  nChanged 33
		SP:Iteration 33Q (3459.130000 sec): 3 clusters
  Score: Raw -1095481.647949 + Penalty 4433.706935 = -1091047.941014
  nChanged 18
		SP:Iteration 34Q (3459.160000 sec): 3 clusters
  Score: Raw -1095489.509002 + Penalty 4433.706935 = -1091055.802067
  nChanged 12
		SP:Iteration 35Q (3459.180000 sec): 3 clusters
  Score: Raw -1095493.586073 + Penalty 4433.706935 = -1091059.879138
  nChanged 9
		SP:Iteration 36Q (3459.210000 sec): 3 clusters
  Score: Raw -1095496.419432 + Penalty 4433.706935 = -1091062.712497
  nChanged 4
		SP:Iteration 37Q (3459.230000 sec): 3 clusters
  Score: Raw -1095497.568932 + Penalty 4433.706935 = -1091063.861997
  nChanged 6
		SP:Iteration 38Q (3459.250000 sec): 3 clusters
  Score: Raw -1095499.443942 + Penalty 4433.706935 = -1091065.737007
  nChanged 5
		SP:Iteration 39Q (3459.270000 sec): 3 clusters
  Score: Raw -1095501.225649 + Penalty 4433.706935 = -1091067.518714
  nChanged 3
		SP:Iteration 40F (3459.300000 sec): 3 clusters
  Score: Raw -1095502.163123 + Penalty 4433.706935 = -1091068.456188
  nChanged 2
		SP:Iteration 41Q (3459.330000 sec): 3 clusters
  Score: Raw -1095503.134001 + Penalty 4433.706935 = -1091069.427066
  nChanged 3
		SP:Iteration 42Q (3459.350000 sec): 3 clusters
  Score: Raw -1095503.907870 + Penalty 4433.706935 = -1091070.200935
  nChanged 6
		SP:Iteration 43Q (3459.370000 sec): 3 clusters
  Score: Raw -1095505.316678 + Penalty 4433.706935 = -1091071.609743
  nChanged 4
		SP:Iteration 44Q (3459.390000 sec): 3 clusters
  Score: Raw -1095506.749495 + Penalty 4433.706935 = -1091073.042560
  nChanged 3
		SP:Iteration 45Q (3459.420000 sec): 3 clusters
  Score: Raw -1095507.371776 + Penalty 4433.706935 = -1091073.664841
  nChanged 2
		SP:Iteration 46Q (3459.440000 sec): 3 clusters
  Score: Raw -1095507.980855 + Penalty 4433.706935 = -1091074.273921
  nChanged 4
		SP:Iteration 47Q (3459.470000 sec): 3 clusters
  Score: Raw -1095509.277168 + Penalty 4433.706935 = -1091075.570233
  nChanged 2
		SP:Iteration 48Q (3459.490000 sec): 3 clusters
  Score: Raw -1095510.141238 + Penalty 4433.706935 = -1091076.434303
  nChanged 3
		SP:Iteration 49Q (3459.510000 sec): 3 clusters
  Score: Raw -1095511.673465 + Penalty 4433.706935 = -1091077.966530
  nChanged 0
		SP:Iteration 50F (3459.540000 sec): 3 clusters
  Score: Raw -1095511.673465 + Penalty 4433.706935 = -1091077.966530
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3459.550000 sec): 2 clusters
  Score: Raw -44434.578259 + Penalty 1441.904372 = -42992.673887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3459.550000 sec): 3 clusters
  Score: Raw -44545.800123 + Penalty 2883.808744 = -41661.991379
  nChanged 39
		SP:Iteration 1F (3459.550000 sec): 3 clusters
  Score: Raw -44657.974941 + Penalty 2883.808744 = -41774.166197
  nChanged 12
		SP:Iteration 2Q (3459.550000 sec): 3 clusters
  Score: Raw -44696.670837 + Penalty 2883.808744 = -41812.862093
  nChanged 9
		SP:Iteration 3Q (3459.550000 sec): 3 clusters
  Score: Raw -44724.804642 + Penalty 2883.808744 = -41840.995899
  nChanged 3
		SP:Iteration 4Q (3459.550000 sec): 3 clusters
  Score: Raw -44737.438046 + Penalty 2883.808744 = -41853.629302
  nChanged 3
		SP:Iteration 5Q (3459.550000 sec): 3 clusters
  Score: Raw -44757.421343 + Penalty 2883.808744 = -41873.612599
  nChanged 0
		SP:Iteration 6F (3459.550000 sec): 3 clusters
  Score: Raw -44757.421343 + Penalty 2883.808744 = -41873.612599
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3459.570000 sec): 2 clusters
  Score: Raw -280893.419903 + Penalty 1887.614234 = -279005.805669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3459.570000 sec): 3 clusters
  Score: Raw -280273.189042 + Penalty 3775.228468 = -276497.960574
  nChanged 695
		SP:Iteration 1F (3459.580000 sec): 3 clusters
  Score: Raw -281051.548614 + Penalty 3775.228468 = -277276.320146
  nChanged 211
		SP:Iteration 2F (3459.590000 sec): 3 clusters
  Score: Raw -281341.029417 + Penalty 3775.228468 = -277565.800949
  nChanged 164
		SP:Iteration 3F (3459.590000 sec): 3 clusters
  Score: Raw -281606.525333 + Penalty 3775.228468 = -277831.296865
  nChanged 156
		SP:Iteration 4F (3459.600000 sec): 3 clusters
  Score: Raw -281936.590811 + Penalty 3775.228468 = -278161.362343
  nChanged 129
		SP:Iteration 5F (3459.610000 sec): 3 clusters
  Score: Raw -282295.757203 + Penalty 3775.228468 = -278520.528736
  nChanged 111
		SP:Iteration 6F (3459.620000 sec): 3 clusters
  Score: Raw -282544.237282 + Penalty 3775.228468 = -278769.008814
  nChanged 65
		SP:Iteration 7Q (3459.620000 sec): 3 clusters
  Score: Raw -282643.375633 + Penalty 3775.228468 = -278868.147165
  nChanged 31
		SP:Iteration 8Q (3459.630000 sec): 3 clusters
  Score: Raw -282700.735785 + Penalty 3775.228468 = -278925.507317
  nChanged 14
		SP:Iteration 9Q (3459.630000 sec): 3 clusters
  Score: Raw -282722.161589 + Penalty 3775.228468 = -278946.933121
  nChanged 10
		SP:Iteration 10Q (3459.640000 sec): 3 clusters
  Score: Raw -282737.023885 + Penalty 3775.228468 = -278961.795417
  nChanged 6
		SP:Iteration 11Q (3459.650000 sec): 3 clusters
  Score: Raw -282742.185930 + Penalty 3775.228468 = -278966.957462
  nChanged 1
		SP:Iteration 12Q (3459.650000 sec): 3 clusters
  Score: Raw -282742.719717 + Penalty 3775.228468 = -278967.491249
  nChanged 0
		SP:Iteration 13F (3459.660000 sec): 3 clusters
  Score: Raw -282742.719717 + Penalty 3775.228468 = -278967.491249
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (20286 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3459.730000 sec): 2 clusters
  Score: Raw -2847607.670455 + Penalty 2459.586195 = -2845148.084259
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3459.810000 sec): 3 clusters
  Score: Raw -2835704.800548 + Penalty 4919.172391 = -2830785.628157
  nChanged 8968
		SP:Iteration 1F (3459.880000 sec): 3 clusters
  Score: Raw -2840434.307360 + Penalty 4919.172391 = -2835515.134969
  nChanged 1085
		SP:Iteration 2F (3459.950000 sec): 3 clusters
  Score: Raw -2840845.983438 + Penalty 4919.172391 = -2835926.811047
  nChanged 1004
		SP:Iteration 3Q (3460.030000 sec): 3 clusters
  Score: Raw -2841229.019100 + Penalty 4919.172391 = -2836309.846709
  nChanged 917
		SP:Iteration 4Q (3460.110000 sec): 3 clusters
  Score: Raw -2841601.417916 + Penalty 4919.172391 = -2836682.245525
  nChanged 916
		SP:Iteration 5Q (3460.180000 sec): 3 clusters
  Score: Raw -2842000.974492 + Penalty 4919.172391 = -2837081.802101
  nChanged 941
		SP:Iteration 6Q (3460.250000 sec): 3 clusters
  Score: Raw -2842452.239270 + Penalty 4919.172391 = -2837533.066880
  nChanged 1037
		SP:Iteration 7F (3460.330000 sec): 3 clusters
  Score: Raw -2843066.730366 + Penalty 4919.172391 = -2838147.557975
  nChanged 1164
		SP:Iteration 8F (3460.400000 sec): 3 clusters
  Score: Raw -2843908.277637 + Penalty 4919.172391 = -2838989.105246
  nChanged 1200
		SP:Iteration 9F (3460.470000 sec): 3 clusters
  Score: Raw -2844898.850829 + Penalty 4919.172391 = -2839979.678438
  nChanged 1075
		SP:Iteration 10F (3460.550000 sec): 3 clusters
  Score: Raw -2845904.051436 + Penalty 4919.172391 = -2840984.879045
  nChanged 876
		SP:Iteration 11Q (3460.620000 sec): 3 clusters
  Score: Raw -2846734.382307 + Penalty 4919.172391 = -2841815.209916
  nChanged 610
		SP:Iteration 12Q (3460.690000 sec): 3 clusters
  Score: Raw -2847242.730663 + Penalty 4919.172391 = -2842323.558272
  nChanged 450
		SP:Iteration 13Q (3460.750000 sec): 3 clusters
  Score: Raw -2847576.189221 + Penalty 4919.172391 = -2842657.016830
  nChanged 315
		SP:Iteration 14Q (3460.820000 sec): 3 clusters
  Score: Raw -2847782.101497 + Penalty 4919.172391 = -2842862.929106
  nChanged 237
		SP:Iteration 15Q (3460.880000 sec): 3 clusters
  Score: Raw -2847909.711947 + Penalty 4919.172391 = -2842990.539557
  nChanged 173
		SP:Iteration 16Q (3460.940000 sec): 3 clusters
  Score: Raw -2848001.507147 + Penalty 4919.172391 = -2843082.334756
  nChanged 118
		SP:Iteration 17Q (3461.000000 sec): 3 clusters
  Score: Raw -2848055.875234 + Penalty 4919.172391 = -2843136.702843
  nChanged 97
		SP:Iteration 18Q (3461.060000 sec): 3 clusters
  Score: Raw -2848101.181776 + Penalty 4919.172391 = -2843182.009385
  nChanged 92
		SP:Iteration 19Q (3461.120000 sec): 3 clusters
  Score: Raw -2848144.001188 + Penalty 4919.172391 = -2843224.828798
  nChanged 68
		SP:Iteration 20F (3461.190000 sec): 3 clusters
  Score: Raw -2848168.801452 + Penalty 4919.172391 = -2843249.629061
  nChanged 43
		SP:Iteration 21Q (3461.240000 sec): 3 clusters
  Score: Raw -2848185.917689 + Penalty 4919.172391 = -2843266.745298
  nChanged 44
		SP:Iteration 22Q (3461.300000 sec): 3 clusters
  Score: Raw -2848201.459875 + Penalty 4919.172391 = -2843282.287484
  nChanged 36
		SP:Iteration 23Q (3461.360000 sec): 3 clusters
  Score: Raw -2848213.502978 + Penalty 4919.172391 = -2843294.330587
  nChanged 32
		SP:Iteration 24Q (3461.420000 sec): 3 clusters
  Score: Raw -2848221.974016 + Penalty 4919.172391 = -2843302.801625
  nChanged 19
		SP:Iteration 25Q (3461.480000 sec): 3 clusters
  Score: Raw -2848227.490886 + Penalty 4919.172391 = -2843308.318495
  nChanged 11
		SP:Iteration 26Q (3461.540000 sec): 3 clusters
  Score: Raw -2848229.821694 + Penalty 4919.172391 = -2843310.649303
  nChanged 11
		SP:Iteration 27Q (3461.600000 sec): 3 clusters
  Score: Raw -2848233.180209 + Penalty 4919.172391 = -2843314.007818
  nChanged 10
		SP:Iteration 28Q (3461.650000 sec): 3 clusters
  Score: Raw -2848235.957827 + Penalty 4919.172391 = -2843316.785436
  nChanged 9
		SP:Iteration 29Q (3461.710000 sec): 3 clusters
  Score: Raw -2848238.576707 + Penalty 4919.172391 = -2843319.404317
  nChanged 7
		SP:Iteration 30Q (3461.760000 sec): 3 clusters
  Score: Raw -2848240.413500 + Penalty 4919.172391 = -2843321.241109
  nChanged 10
		SP:Iteration 31Q (3461.820000 sec): 3 clusters
  Score: Raw -2848243.624290 + Penalty 4919.172391 = -2843324.451899
  nChanged 10
		SP:Iteration 32Q (3461.880000 sec): 3 clusters
  Score: Raw -2848247.678036 + Penalty 4919.172391 = -2843328.505645
  nChanged 10
		SP:Iteration 33Q (3461.930000 sec): 3 clusters
  Score: Raw -2848250.539421 + Penalty 4919.172391 = -2843331.367031
  nChanged 7
		SP:Iteration 34Q (3461.990000 sec): 3 clusters
  Score: Raw -2848252.525477 + Penalty 4919.172391 = -2843333.353086
  nChanged 8
		SP:Iteration 35Q (3462.040000 sec): 3 clusters
  Score: Raw -2848254.793428 + Penalty 4919.172391 = -2843335.621037
  nChanged 6
		SP:Iteration 36Q (3462.100000 sec): 3 clusters
  Score: Raw -2848255.947434 + Penalty 4919.172391 = -2843336.775043
  nChanged 1
		SP:Iteration 37Q (3462.160000 sec): 3 clusters
  Score: Raw -2848256.570905 + Penalty 4919.172391 = -2843337.398514
  nChanged 2
		SP:Iteration 38Q (3462.210000 sec): 3 clusters
  Score: Raw -2848257.371298 + Penalty 4919.172391 = -2843338.198907
  nChanged 5
		SP:Iteration 39Q (3462.270000 sec): 3 clusters
  Score: Raw -2848259.000579 + Penalty 4919.172391 = -2843339.828188
  nChanged 4
		SP:Iteration 40F (3462.340000 sec): 3 clusters
  Score: Raw -2848260.129223 + Penalty 4919.172391 = -2843340.956832
  nChanged 5
		SP:Iteration 41Q (3462.400000 sec): 3 clusters
  Score: Raw -2848260.918067 + Penalty 4919.172391 = -2843341.745676
  nChanged 4
		SP:Iteration 42Q (3462.450000 sec): 3 clusters
  Score: Raw -2848262.038612 + Penalty 4919.172391 = -2843342.866221
  nChanged 4
		SP:Iteration 43Q (3462.510000 sec): 3 clusters
  Score: Raw -2848262.793116 + Penalty 4919.172391 = -2843343.620726
  nChanged 2
		SP:Iteration 44Q (3462.560000 sec): 3 clusters
  Score: Raw -2848263.358408 + Penalty 4919.172391 = -2843344.186017
  nChanged 3
		SP:Iteration 45Q (3462.620000 sec): 3 clusters
  Score: Raw -2848264.396996 + Penalty 4919.172391 = -2843345.224605
  nChanged 2
		SP:Iteration 46Q (3462.680000 sec): 3 clusters
  Score: Raw -2848264.770359 + Penalty 4919.172391 = -2843345.597968
  nChanged 1
		SP:Iteration 47Q (3462.730000 sec): 3 clusters
  Score: Raw -2848264.876493 + Penalty 4919.172391 = -2843345.704102
  nChanged 1
		SP:Iteration 48Q (3462.790000 sec): 3 clusters
  Score: Raw -2848265.025696 + Penalty 4919.172391 = -2843345.853305
  nChanged 2
		SP:Iteration 49Q (3462.840000 sec): 3 clusters
  Score: Raw -2848265.593026 + Penalty 4919.172391 = -2843346.420635
  nChanged 0
		SP:Iteration 50F (3462.920000 sec): 3 clusters
  Score: Raw -2848265.593026 + Penalty 4919.172391 = -2843346.420635
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (42690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3463.060000 sec): 2 clusters
  Score: Raw -6589858.845337 + Penalty 2644.106555 = -6587214.738782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3463.220000 sec): 3 clusters
  Score: Raw -6563614.668897 + Penalty 5288.213110 = -6558326.455787
  nChanged 19582
		SP:Iteration 1F (3463.380000 sec): 3 clusters
  Score: Raw -6574580.922066 + Penalty 5288.213110 = -6569292.708956
  nChanged 2039
		SP:Iteration 2Q (3463.540000 sec): 3 clusters
  Score: Raw -6575323.829886 + Penalty 5288.213110 = -6570035.616776
  nChanged 2165
		SP:Iteration 3F (3463.700000 sec): 3 clusters
  Score: Raw -6576281.423813 + Penalty 5288.213110 = -6570993.210703
  nChanged 2469
		SP:Iteration 4F (3463.860000 sec): 3 clusters
  Score: Raw -6577594.920121 + Penalty 5288.213110 = -6572306.707011
  nChanged 2731
		SP:Iteration 5F (3464.020000 sec): 3 clusters
  Score: Raw -6579319.955265 + Penalty 5288.213110 = -6574031.742155
  nChanged 2890
		SP:Iteration 6F (3464.180000 sec): 3 clusters
  Score: Raw -6581324.157340 + Penalty 5288.213110 = -6576035.944230
  nChanged 2726
		SP:Iteration 7F (3464.340000 sec): 3 clusters
  Score: Raw -6583246.537168 + Penalty 5288.213110 = -6577958.324058
  nChanged 2339
		SP:Iteration 8F (3464.500000 sec): 3 clusters
  Score: Raw -6584885.453790 + Penalty 5288.213110 = -6579597.240680
  nChanged 1909
		SP:Iteration 9Q (3464.660000 sec): 3 clusters
  Score: Raw -6586188.517243 + Penalty 5288.213110 = -6580900.304133
  nChanged 1483
		SP:Iteration 10Q (3464.820000 sec): 3 clusters
  Score: Raw -6587157.101361 + Penalty 5288.213110 = -6581868.888251
  nChanged 1123
		SP:Iteration 11Q (3464.970000 sec): 3 clusters
  Score: Raw -6587865.701249 + Penalty 5288.213110 = -6582577.488139
  nChanged 861
		SP:Iteration 12Q (3465.120000 sec): 3 clusters
  Score: Raw -6588431.710850 + Penalty 5288.213110 = -6583143.497740
  nChanged 649
		SP:Iteration 13Q (3465.260000 sec): 3 clusters
  Score: Raw -6588840.664065 + Penalty 5288.213110 = -6583552.450955
  nChanged 486
		SP:Iteration 14Q (3465.400000 sec): 3 clusters
  Score: Raw -6589142.779975 + Penalty 5288.213110 = -6583854.566865
  nChanged 374
		SP:Iteration 15Q (3465.540000 sec): 3 clusters
  Score: Raw -6589381.503500 + Penalty 5288.213110 = -6584093.290390
  nChanged 292
		SP:Iteration 16Q (3465.670000 sec): 3 clusters
  Score: Raw -6589568.560294 + Penalty 5288.213110 = -6584280.347184
  nChanged 228
		SP:Iteration 17Q (3465.800000 sec): 3 clusters
  Score: Raw -6589726.691677 + Penalty 5288.213110 = -6584438.478567
  nChanged 192
		SP:Iteration 18Q (3465.920000 sec): 3 clusters
  Score: Raw -6589870.824825 + Penalty 5288.213110 = -6584582.611715
  nChanged 150
		SP:Iteration 19Q (3466.040000 sec): 3 clusters
  Score: Raw -6589990.282461 + Penalty 5288.213110 = -6584702.069351
  nChanged 131
		SP:Iteration 20F (3466.200000 sec): 3 clusters
  Score: Raw -6590080.491181 + Penalty 5288.213110 = -6584792.278071
  nChanged 121
		SP:Iteration 21Q (3466.320000 sec): 3 clusters
  Score: Raw -6590150.495850 + Penalty 5288.213110 = -6584862.282740
  nChanged 92
		SP:Iteration 22Q (3466.440000 sec): 3 clusters
  Score: Raw -6590191.809690 + Penalty 5288.213110 = -6584903.596581
  nChanged 61
		SP:Iteration 23Q (3466.550000 sec): 3 clusters
  Score: Raw -6590218.280867 + Penalty 5288.213110 = -6584930.067757
  nChanged 39
		SP:Iteration 24Q (3466.670000 sec): 3 clusters
  Score: Raw -6590235.493018 + Penalty 5288.213110 = -6584947.279908
  nChanged 47
		SP:Iteration 25Q (3466.790000 sec): 3 clusters
  Score: Raw -6590254.617614 + Penalty 5288.213110 = -6584966.404504
  nChanged 48
		SP:Iteration 26Q (3466.910000 sec): 3 clusters
  Score: Raw -6590274.160029 + Penalty 5288.213110 = -6584985.946919
  nChanged 41
		SP:Iteration 27Q (3467.020000 sec): 3 clusters
  Score: Raw -6590288.795168 + Penalty 5288.213110 = -6585000.582058
  nChanged 37
		SP:Iteration 28Q (3467.140000 sec): 3 clusters
  Score: Raw -6590301.148040 + Penalty 5288.213110 = -6585012.934930
  nChanged 28
		SP:Iteration 29Q (3467.250000 sec): 3 clusters
  Score: Raw -6590309.144645 + Penalty 5288.213110 = -6585020.931535
  nChanged 15
		SP:Iteration 30Q (3467.370000 sec): 3 clusters
  Score: Raw -6590313.490989 + Penalty 5288.213110 = -6585025.277879
  nChanged 21
		SP:Iteration 31Q (3467.480000 sec): 3 clusters
  Score: Raw -6590320.087186 + Penalty 5288.213110 = -6585031.874076
  nChanged 19
		SP:Iteration 32Q (3467.600000 sec): 3 clusters
  Score: Raw -6590326.593304 + Penalty 5288.213110 = -6585038.380194
  nChanged 15
		SP:Iteration 33Q (3467.710000 sec): 3 clusters
  Score: Raw -6590331.901237 + Penalty 5288.213110 = -6585043.688127
  nChanged 15
		SP:Iteration 34Q (3467.820000 sec): 3 clusters
  Score: Raw -6590337.243546 + Penalty 5288.213110 = -6585049.030436
  nChanged 17
		SP:Iteration 35Q (3467.940000 sec): 3 clusters
  Score: Raw -6590342.683830 + Penalty 5288.213110 = -6585054.470720
  nChanged 10
		SP:Iteration 36Q (3468.060000 sec): 3 clusters
  Score: Raw -6590346.060257 + Penalty 5288.213110 = -6585057.847147
  nChanged 9
		SP:Iteration 37Q (3468.170000 sec): 3 clusters
  Score: Raw -6590348.743241 + Penalty 5288.213110 = -6585060.530131
  nChanged 8
		SP:Iteration 38Q (3468.290000 sec): 3 clusters
  Score: Raw -6590351.301937 + Penalty 5288.213110 = -6585063.088827
  nChanged 15
		SP:Iteration 39Q (3468.400000 sec): 3 clusters
  Score: Raw -6590355.866656 + Penalty 5288.213110 = -6585067.653546
  nChanged 12
		SP:Iteration 40F (3468.560000 sec): 3 clusters
  Score: Raw -6590359.556543 + Penalty 5288.213110 = -6585071.343433
  nChanged 9
		SP:Iteration 41Q (3468.680000 sec): 3 clusters
  Score: Raw -6590361.453076 + Penalty 5288.213110 = -6585073.239966
  nChanged 6
		SP:Iteration 42Q (3468.800000 sec): 3 clusters
  Score: Raw -6590363.298086 + Penalty 5288.213110 = -6585075.084976
  nChanged 8
		SP:Iteration 43Q (3468.910000 sec): 3 clusters
  Score: Raw -6590364.831174 + Penalty 5288.213110 = -6585076.618064
  nChanged 5
		SP:Iteration 44Q (3469.020000 sec): 3 clusters
  Score: Raw -6590365.930304 + Penalty 5288.213110 = -6585077.717194
  nChanged 0
		SP:Iteration 45F (3469.180000 sec): 3 clusters
  Score: Raw -6590365.930304 + Penalty 5288.213110 = -6585077.717194
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3469.590000 sec): 2 clusters
  Score: Raw -17411050.269702 + Penalty 2899.317274 = -17408150.952427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3470.050000 sec): 3 clusters
  Score: Raw -17333898.377399 + Penalty 5798.634549 = -17328099.742850
  nChanged 56735
		SP:Iteration 1F (3470.500000 sec): 3 clusters
  Score: Raw -17367072.007229 + Penalty 5798.634549 = -17361273.372681
  nChanged 4683
		SP:Iteration 2Q (3470.970000 sec): 3 clusters
  Score: Raw -17368593.769219 + Penalty 5798.634549 = -17362795.134670
  nChanged 5614
		SP:Iteration 3Q (3471.440000 sec): 3 clusters
  Score: Raw -17370953.855832 + Penalty 5798.634549 = -17365155.221283
  nChanged 6997
		SP:Iteration 4F (3471.890000 sec): 3 clusters
  Score: Raw -17374761.266317 + Penalty 5798.634549 = -17368962.631768
  nChanged 8333
		SP:Iteration 5F (3472.340000 sec): 3 clusters
  Score: Raw -17380197.219043 + Penalty 5798.634549 = -17374398.584494
  nChanged 8614
		SP:Iteration 6F (3472.800000 sec): 3 clusters
  Score: Raw -17386364.021792 + Penalty 5798.634549 = -17380565.387244
  nChanged 7966
		SP:Iteration 7F (3473.250000 sec): 3 clusters
  Score: Raw -17392318.959060 + Penalty 5798.634549 = -17386520.324511
  nChanged 6407
		SP:Iteration 8F (3473.700000 sec): 3 clusters
  Score: Raw -17397276.689867 + Penalty 5798.634549 = -17391478.055318
  nChanged 4836
		SP:Iteration 9Q (3474.160000 sec): 3 clusters
  Score: Raw -17401126.293284 + Penalty 5798.634549 = -17395327.658735
  nChanged 3641
		SP:Iteration 10Q (3474.600000 sec): 3 clusters
  Score: Raw -17404008.757891 + Penalty 5798.634549 = -17398210.123342
  nChanged 2665
		SP:Iteration 11Q (3475.010000 sec): 3 clusters
  Score: Raw -17405883.534940 + Penalty 5798.634549 = -17400084.900391
  nChanged 1909
		SP:Iteration 12Q (3475.400000 sec): 3 clusters
  Score: Raw -17407005.917375 + Penalty 5798.634549 = -17401207.282826
  nChanged 1428
		SP:Iteration 13Q (3475.780000 sec): 3 clusters
  Score: Raw -17407738.434907 + Penalty 5798.634549 = -17401939.800358
  nChanged 1134
		SP:Iteration 14Q (3476.150000 sec): 3 clusters
  Score: Raw -17408247.122844 + Penalty 5798.634549 = -17402448.488295
  nChanged 991
		SP:Iteration 15Q (3476.510000 sec): 3 clusters
  Score: Raw -17408663.206100 + Penalty 5798.634549 = -17402864.571551
  nChanged 909
		SP:Iteration 16Q (3476.870000 sec): 3 clusters
  Score: Raw -17409023.846073 + Penalty 5798.634549 = -17403225.211524
  nChanged 758
		SP:Iteration 17Q (3477.220000 sec): 3 clusters
  Score: Raw -17409301.716267 + Penalty 5798.634549 = -17403503.081718
  nChanged 683
		SP:Iteration 18Q (3477.570000 sec): 3 clusters
  Score: Raw -17409547.248466 + Penalty 5798.634549 = -17403748.613917
  nChanged 600
		SP:Iteration 19Q (3477.920000 sec): 3 clusters
  Score: Raw -17409757.259738 + Penalty 5798.634549 = -17403958.625189
  nChanged 531
		SP:Iteration 20F (3478.380000 sec): 3 clusters
  Score: Raw -17409942.738546 + Penalty 5798.634549 = -17404144.103997
  nChanged 481
		SP:Iteration 21Q (3478.720000 sec): 3 clusters
  Score: Raw -17410098.193684 + Penalty 5798.634549 = -17404299.559135
  nChanged 440
		SP:Iteration 22Q (3479.060000 sec): 3 clusters
  Score: Raw -17410240.247323 + Penalty 5798.634549 = -17404441.612774
  nChanged 392
		SP:Iteration 23Q (3479.400000 sec): 3 clusters
  Score: Raw -17410363.814043 + Penalty 5798.634549 = -17404565.179494
  nChanged 331
		SP:Iteration 24Q (3479.740000 sec): 3 clusters
  Score: Raw -17410470.209577 + Penalty 5798.634549 = -17404671.575028
  nChanged 276
		SP:Iteration 25Q (3480.070000 sec): 3 clusters
  Score: Raw -17410554.378128 + Penalty 5798.634549 = -17404755.743579
  nChanged 239
		SP:Iteration 26Q (3480.410000 sec): 3 clusters
  Score: Raw -17410630.789098 + Penalty 5798.634549 = -17404832.154549
  nChanged 239
		SP:Iteration 27Q (3480.740000 sec): 3 clusters
  Score: Raw -17410712.402628 + Penalty 5798.634549 = -17404913.768079
  nChanged 227
		SP:Iteration 28Q (3481.080000 sec): 3 clusters
  Score: Raw -17410786.923625 + Penalty 5798.634549 = -17404988.289076
  nChanged 205
		SP:Iteration 29Q (3481.410000 sec): 3 clusters
  Score: Raw -17410853.626513 + Penalty 5798.634549 = -17405054.991964
  nChanged 176
		SP:Iteration 30Q (3481.740000 sec): 3 clusters
  Score: Raw -17410913.882839 + Penalty 5798.634549 = -17405115.248290
  nChanged 174
		SP:Iteration 31Q (3482.070000 sec): 3 clusters
  Score: Raw -17410972.728104 + Penalty 5798.634549 = -17405174.093555
  nChanged 154
		SP:Iteration 32Q (3482.400000 sec): 3 clusters
  Score: Raw -17411028.350606 + Penalty 5798.634549 = -17405229.716057
  nChanged 138
		SP:Iteration 33Q (3482.730000 sec): 3 clusters
  Score: Raw -17411081.412546 + Penalty 5798.634549 = -17405282.777998
  nChanged 107
		SP:Iteration 34Q (3483.050000 sec): 3 clusters
  Score: Raw -17411117.664073 + Penalty 5798.634549 = -17405319.029524
  nChanged 83
		SP:Iteration 35Q (3483.380000 sec): 3 clusters
  Score: Raw -17411146.115638 + Penalty 5798.634549 = -17405347.481089
  nChanged 77
		SP:Iteration 36Q (3483.710000 sec): 3 clusters
  Score: Raw -17411172.602702 + Penalty 5798.634549 = -17405373.968153
  nChanged 59
		SP:Iteration 37Q (3484.030000 sec): 3 clusters
  Score: Raw -17411195.447847 + Penalty 5798.634549 = -17405396.813298
  nChanged 64
		SP:Iteration 38Q (3484.350000 sec): 3 clusters
  Score: Raw -17411219.536356 + Penalty 5798.634549 = -17405420.901807
  nChanged 64
		SP:Iteration 39Q (3484.680000 sec): 3 clusters
  Score: Raw -17411247.606792 + Penalty 5798.634549 = -17405448.972243
  nChanged 59
		SP:Iteration 40F (3485.130000 sec): 3 clusters
  Score: Raw -17411272.748860 + Penalty 5798.634549 = -17405474.114311
  nChanged 52
		SP:Iteration 41Q (3485.450000 sec): 3 clusters
  Score: Raw -17411293.870158 + Penalty 5798.634549 = -17405495.235609
  nChanged 59
		SP:Iteration 42Q (3485.780000 sec): 3 clusters
  Score: Raw -17411316.327696 + Penalty 5798.634549 = -17405517.693147
  nChanged 48
		SP:Iteration 43Q (3486.100000 sec): 3 clusters
  Score: Raw -17411334.371430 + Penalty 5798.634549 = -17405535.736881
  nChanged 46
		SP:Iteration 44Q (3486.430000 sec): 3 clusters
  Score: Raw -17411351.982111 + Penalty 5798.634549 = -17405553.347562
  nChanged 45
		SP:Iteration 45Q (3486.750000 sec): 3 clusters
  Score: Raw -17411371.364482 + Penalty 5798.634549 = -17405572.729933
  nChanged 54
		SP:Iteration 46Q (3487.070000 sec): 3 clusters
  Score: Raw -17411398.216691 + Penalty 5798.634549 = -17405599.582142
  nChanged 40
		SP:Iteration 47Q (3487.400000 sec): 3 clusters
  Score: Raw -17411416.682353 + Penalty 5798.634549 = -17405618.047804
  nChanged 37
		SP:Iteration 48Q (3487.720000 sec): 3 clusters
  Score: Raw -17411434.324261 + Penalty 5798.634549 = -17405635.689712
  nChanged 35
		SP:Iteration 49Q (3488.040000 sec): 3 clusters
  Score: Raw -17411450.569817 + Penalty 5798.634549 = -17405651.935268
  nChanged 25
		SP:Iteration 50Q (3488.370000 sec): 3 clusters
  Score: Raw -17411460.396516 + Penalty 5798.634549 = -17405661.761967
  nChanged 19
		SP:Iteration 51Q (3488.690000 sec): 3 clusters
  Score: Raw -17411467.258277 + Penalty 5798.634549 = -17405668.623728
  nChanged 17
		SP:Iteration 52Q (3489.010000 sec): 3 clusters
  Score: Raw -17411475.169441 + Penalty 5798.634549 = -17405676.534892
  nChanged 16
		SP:Iteration 53Q (3489.330000 sec): 3 clusters
  Score: Raw -17411481.001505 + Penalty 5798.634549 = -17405682.366956
  nChanged 12
		SP:Iteration 54Q (3489.650000 sec): 3 clusters
  Score: Raw -17411485.864187 + Penalty 5798.634549 = -17405687.229638
  nChanged 10
		SP:Iteration 55Q (3489.970000 sec): 3 clusters
  Score: Raw -17411489.606670 + Penalty 5798.634549 = -17405690.972121
  nChanged 9
		SP:Iteration 56Q (3490.290000 sec): 3 clusters
  Score: Raw -17411494.121284 + Penalty 5798.634549 = -17405695.486735
  nChanged 8
		SP:Iteration 57Q (3490.620000 sec): 3 clusters
  Score: Raw -17411496.229835 + Penalty 5798.634549 = -17405697.595286
  nChanged 4
		SP:Iteration 58Q (3490.940000 sec): 3 clusters
  Score: Raw -17411497.390591 + Penalty 5798.634549 = -17405698.756043
  nChanged 3
		SP:Iteration 59Q (3491.260000 sec): 3 clusters
  Score: Raw -17411498.987551 + Penalty 5798.634549 = -17405700.353002
  nChanged 3
		SP:Iteration 60F (3491.710000 sec): 3 clusters
  Score: Raw -17411499.867091 + Penalty 5798.634549 = -17405701.232542
  nChanged 3
		SP:Iteration 61Q (3492.030000 sec): 3 clusters
  Score: Raw -17411501.183559 + Penalty 5798.634549 = -17405702.549010
  nChanged 3
		SP:Iteration 62Q (3492.350000 sec): 3 clusters
  Score: Raw -17411503.182274 + Penalty 5798.634549 = -17405704.547725
  nChanged 0
		SP:Iteration 63F (3492.800000 sec): 3 clusters
  Score: Raw -17411503.182274 + Penalty 5798.634549 = -17405704.547725
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3492.880000 sec): 2 clusters
  Score: Raw -1775832.895195 + Penalty 2321.847580 = -1773511.047615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3492.930000 sec): 3 clusters
  Score: Raw -1769415.419817 + Penalty 4643.695160 = -1764771.724658
  nChanged 4846
		SP:Iteration 1F (3492.970000 sec): 3 clusters
  Score: Raw -1771981.821386 + Penalty 4643.695160 = -1767338.126227
  nChanged 728
		SP:Iteration 2F (3493.010000 sec): 3 clusters
  Score: Raw -1772276.380857 + Penalty 4643.695160 = -1767632.685697
  nChanged 550
		SP:Iteration 3Q (3493.050000 sec): 3 clusters
  Score: Raw -1772487.339645 + Penalty 4643.695160 = -1767843.644485
  nChanged 425
		SP:Iteration 4Q (3493.100000 sec): 3 clusters
  Score: Raw -1772650.231521 + Penalty 4643.695160 = -1768006.536361
  nChanged 384
		SP:Iteration 5Q (3493.140000 sec): 3 clusters
  Score: Raw -1772794.487680 + Penalty 4643.695160 = -1768150.792521
  nChanged 360
		SP:Iteration 6Q (3493.180000 sec): 3 clusters
  Score: Raw -1772920.510533 + Penalty 4643.695160 = -1768276.815374
  nChanged 327
		SP:Iteration 7Q (3493.220000 sec): 3 clusters
  Score: Raw -1773027.746272 + Penalty 4643.695160 = -1768384.051113
  nChanged 251
		SP:Iteration 8Q (3493.260000 sec): 3 clusters
  Score: Raw -1773114.918055 + Penalty 4643.695160 = -1768471.222895
  nChanged 253
		SP:Iteration 9Q (3493.310000 sec): 3 clusters
  Score: Raw -1773211.449518 + Penalty 4643.695160 = -1768567.754358
  nChanged 255
		SP:Iteration 10Q (3493.350000 sec): 3 clusters
  Score: Raw -1773298.636447 + Penalty 4643.695160 = -1768654.941287
  nChanged 243
		SP:Iteration 11Q (3493.390000 sec): 3 clusters
  Score: Raw -1773389.457836 + Penalty 4643.695160 = -1768745.762676
  nChanged 252
		SP:Iteration 12Q (3493.430000 sec): 3 clusters
  Score: Raw -1773490.813395 + Penalty 4643.695160 = -1768847.118235
  nChanged 272
		SP:Iteration 13Q (3493.480000 sec): 3 clusters
  Score: Raw -1773612.635856 + Penalty 4643.695160 = -1768968.940696
  nChanged 305
		SP:Iteration 14Q (3493.520000 sec): 3 clusters
  Score: Raw -1773752.111428 + Penalty 4643.695160 = -1769108.416269
  nChanged 312
		SP:Iteration 15Q (3493.560000 sec): 3 clusters
  Score: Raw -1773906.762189 + Penalty 4643.695160 = -1769263.067029
  nChanged 347
		SP:Iteration 16Q (3493.600000 sec): 3 clusters
  Score: Raw -1774090.914432 + Penalty 4643.695160 = -1769447.219272
  nChanged 368
		SP:Iteration 17Q (3493.640000 sec): 3 clusters
  Score: Raw -1774303.593938 + Penalty 4643.695160 = -1769659.898779
  nChanged 397
		SP:Iteration 18Q (3493.680000 sec): 3 clusters
  Score: Raw -1774551.051199 + Penalty 4643.695160 = -1769907.356039
  nChanged 413
		SP:Iteration 19Q (3493.720000 sec): 3 clusters
  Score: Raw -1774831.042586 + Penalty 4643.695160 = -1770187.347426
  nChanged 374
		SP:Iteration 20F (3493.760000 sec): 3 clusters
  Score: Raw -1775084.225818 + Penalty 4643.695160 = -1770440.530659
  nChanged 331
		SP:Iteration 21Q (3493.800000 sec): 3 clusters
  Score: Raw -1775317.644858 + Penalty 4643.695160 = -1770673.949698
  nChanged 264
		SP:Iteration 22Q (3493.840000 sec): 3 clusters
  Score: Raw -1775520.526809 + Penalty 4643.695160 = -1770876.831649
  nChanged 192
		SP:Iteration 23Q (3493.870000 sec): 3 clusters
  Score: Raw -1775667.907503 + Penalty 4643.695160 = -1771024.212344
  nChanged 148
		SP:Iteration 24Q (3493.910000 sec): 3 clusters
  Score: Raw -1775779.000995 + Penalty 4643.695160 = -1771135.305836
  nChanged 117
		SP:Iteration 25Q (3493.940000 sec): 3 clusters
  Score: Raw -1775881.818330 + Penalty 4643.695160 = -1771238.123170
  nChanged 91
		SP:Iteration 26Q (3493.980000 sec): 3 clusters
  Score: Raw -1775970.701474 + Penalty 4643.695160 = -1771327.006314
  nChanged 62
		SP:Iteration 27Q (3494.010000 sec): 3 clusters
  Score: Raw -1776029.212110 + Penalty 4643.695160 = -1771385.516950
  nChanged 42
		SP:Iteration 28Q (3494.040000 sec): 3 clusters
  Score: Raw -1776068.906907 + Penalty 4643.695160 = -1771425.211747
  nChanged 27
		SP:Iteration 29Q (3494.070000 sec): 3 clusters
  Score: Raw -1776094.256872 + Penalty 4643.695160 = -1771450.561712
  nChanged 14
		SP:Iteration 30Q (3494.100000 sec): 3 clusters
  Score: Raw -1776106.207205 + Penalty 4643.695160 = -1771462.512045
  nChanged 6
		SP:Iteration 31Q (3494.140000 sec): 3 clusters
  Score: Raw -1776110.206875 + Penalty 4643.695160 = -1771466.511715
  nChanged 5
		SP:Iteration 32Q (3494.170000 sec): 3 clusters
  Score: Raw -1776113.132645 + Penalty 4643.695160 = -1771469.437485
  nChanged 4
		SP:Iteration 33Q (3494.200000 sec): 3 clusters
  Score: Raw -1776116.326179 + Penalty 4643.695160 = -1771472.631019
  nChanged 4
		SP:Iteration 34Q (3494.230000 sec): 3 clusters
  Score: Raw -1776118.756995 + Penalty 4643.695160 = -1771475.061835
  nChanged 3
		SP:Iteration 35Q (3494.260000 sec): 3 clusters
  Score: Raw -1776121.632799 + Penalty 4643.695160 = -1771477.937639
  nChanged 4
		SP:Iteration 36Q (3494.290000 sec): 3 clusters
  Score: Raw -1776125.087929 + Penalty 4643.695160 = -1771481.392769
  nChanged 5
		SP:Iteration 37Q (3494.320000 sec): 3 clusters
  Score: Raw -1776128.152522 + Penalty 4643.695160 = -1771484.457362
  nChanged 4
		SP:Iteration 38Q (3494.350000 sec): 3 clusters
  Score: Raw -1776131.240667 + Penalty 4643.695160 = -1771487.545507
  nChanged 4
		SP:Iteration 39Q (3494.380000 sec): 3 clusters
  Score: Raw -1776135.311322 + Penalty 4643.695160 = -1771491.616163
  nChanged 8
		SP:Iteration 40F (3494.420000 sec): 3 clusters
  Score: Raw -1776144.341441 + Penalty 4643.695160 = -1771500.646281
  nChanged 7
		SP:Iteration 41Q (3494.460000 sec): 3 clusters
  Score: Raw -1776150.515003 + Penalty 4643.695160 = -1771506.819843
  nChanged 9
		SP:Iteration 42Q (3494.490000 sec): 3 clusters
  Score: Raw -1776159.322617 + Penalty 4643.695160 = -1771515.627457
  nChanged 10
		SP:Iteration 43Q (3494.520000 sec): 3 clusters
  Score: Raw -1776166.142692 + Penalty 4643.695160 = -1771522.447532
  nChanged 9
		SP:Iteration 44Q (3494.550000 sec): 3 clusters
  Score: Raw -1776173.931682 + Penalty 4643.695160 = -1771530.236522
  nChanged 5
		SP:Iteration 45Q (3494.580000 sec): 3 clusters
  Score: Raw -1776178.352019 + Penalty 4643.695160 = -1771534.656860
  nChanged 3
		SP:Iteration 46Q (3494.610000 sec): 3 clusters
  Score: Raw -1776180.801468 + Penalty 4643.695160 = -1771537.106308
  nChanged 2
		SP:Iteration 47Q (3494.640000 sec): 3 clusters
  Score: Raw -1776181.404776 + Penalty 4643.695160 = -1771537.709616
  nChanged 2
		SP:Iteration 48Q (3494.670000 sec): 3 clusters
  Score: Raw -1776182.629039 + Penalty 4643.695160 = -1771538.933880
  nChanged 1
		SP:Iteration 49Q (3494.700000 sec): 3 clusters
  Score: Raw -1776183.107349 + Penalty 4643.695160 = -1771539.412189
  nChanged 0
		SP:Iteration 50F (3494.740000 sec): 3 clusters
  Score: Raw -1776183.107349 + Penalty 4643.695160 = -1771539.412189
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (3739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3494.760000 sec): 2 clusters
  Score: Raw -535116.653320 + Penalty 2040.190222 = -533076.463098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3494.780000 sec): 3 clusters
  Score: Raw -533404.240726 + Penalty 4080.380444 = -529323.860282
  nChanged 1370
		SP:Iteration 1F (3494.790000 sec): 3 clusters
  Score: Raw -534217.766365 + Penalty 4080.380444 = -530137.385921
  nChanged 289
		SP:Iteration 2F (3494.800000 sec): 3 clusters
  Score: Raw -534396.673813 + Penalty 4080.380444 = -530316.293369
  nChanged 183
		SP:Iteration 3Q (3494.820000 sec): 3 clusters
  Score: Raw -534506.882224 + Penalty 4080.380444 = -530426.501780
  nChanged 125
		SP:Iteration 4Q (3494.830000 sec): 3 clusters
  Score: Raw -534589.410770 + Penalty 4080.380444 = -530509.030326
  nChanged 118
		SP:Iteration 5Q (3494.840000 sec): 3 clusters
  Score: Raw -534663.580725 + Penalty 4080.380444 = -530583.200281
  nChanged 91
		SP:Iteration 6Q (3494.860000 sec): 3 clusters
  Score: Raw -534722.845294 + Penalty 4080.380444 = -530642.464850
  nChanged 93
		SP:Iteration 7Q (3494.870000 sec): 3 clusters
  Score: Raw -534778.997496 + Penalty 4080.380444 = -530698.617053
  nChanged 72
		SP:Iteration 8Q (3494.880000 sec): 3 clusters
  Score: Raw -534816.093800 + Penalty 4080.380444 = -530735.713356
  nChanged 65
		SP:Iteration 9Q (3494.900000 sec): 3 clusters
  Score: Raw -534852.733189 + Penalty 4080.380444 = -530772.352746
  nChanged 69
		SP:Iteration 10Q (3494.910000 sec): 3 clusters
  Score: Raw -534886.207484 + Penalty 4080.380444 = -530805.827040
  nChanged 59
		SP:Iteration 11Q (3494.930000 sec): 3 clusters
  Score: Raw -534919.649939 + Penalty 4080.380444 = -530839.269495
  nChanged 57
		SP:Iteration 12Q (3494.940000 sec): 3 clusters
  Score: Raw -534957.747611 + Penalty 4080.380444 = -530877.367167
  nChanged 68
		SP:Iteration 13Q (3494.950000 sec): 3 clusters
  Score: Raw -534993.875328 + Penalty 4080.380444 = -530913.494884
  nChanged 55
		SP:Iteration 14Q (3494.970000 sec): 3 clusters
  Score: Raw -535021.612304 + Penalty 4080.380444 = -530941.231861
  nChanged 46
		SP:Iteration 15Q (3494.980000 sec): 3 clusters
  Score: Raw -535043.650766 + Penalty 4080.380444 = -530963.270322
  nChanged 36
		SP:Iteration 16Q (3495.000000 sec): 3 clusters
  Score: Raw -535061.008065 + Penalty 4080.380444 = -530980.627622
  nChanged 36
		SP:Iteration 17Q (3495.010000 sec): 3 clusters
  Score: Raw -535079.471315 + Penalty 4080.380444 = -530999.090871
  nChanged 41
		SP:Iteration 18Q (3495.020000 sec): 3 clusters
  Score: Raw -535098.762570 + Penalty 4080.380444 = -531018.382127
  nChanged 30
		SP:Iteration 19Q (3495.040000 sec): 3 clusters
  Score: Raw -535114.970664 + Penalty 4080.380444 = -531034.590220
  nChanged 27
		SP:Iteration 20F (3495.050000 sec): 3 clusters
  Score: Raw -535127.106083 + Penalty 4080.380444 = -531046.725639
  nChanged 29
		SP:Iteration 21Q (3495.060000 sec): 3 clusters
  Score: Raw -535138.662411 + Penalty 4080.380444 = -531058.281967
  nChanged 22
		SP:Iteration 22Q (3495.080000 sec): 3 clusters
  Score: Raw -535147.950119 + Penalty 4080.380444 = -531067.569675
  nChanged 18
		SP:Iteration 23Q (3495.090000 sec): 3 clusters
  Score: Raw -535155.515111 + Penalty 4080.380444 = -531075.134667
  nChanged 10
		SP:Iteration 24Q (3495.100000 sec): 3 clusters
  Score: Raw -535159.133394 + Penalty 4080.380444 = -531078.752950
  nChanged 9
		SP:Iteration 25Q (3495.120000 sec): 3 clusters
  Score: Raw -535164.074245 + Penalty 4080.380444 = -531083.693801
  nChanged 14
		SP:Iteration 26Q (3495.130000 sec): 3 clusters
  Score: Raw -535169.985440 + Penalty 4080.380444 = -531089.604996
  nChanged 9
		SP:Iteration 27Q (3495.140000 sec): 3 clusters
  Score: Raw -535173.420759 + Penalty 4080.380444 = -531093.040315
  nChanged 11
		SP:Iteration 28Q (3495.160000 sec): 3 clusters
  Score: Raw -535177.758599 + Penalty 4080.380444 = -531097.378156
  nChanged 10
		SP:Iteration 29Q (3495.170000 sec): 3 clusters
  Score: Raw -535181.917573 + Penalty 4080.380444 = -531101.537129
  nChanged 7
		SP:Iteration 30Q (3495.180000 sec): 3 clusters
  Score: Raw -535183.831558 + Penalty 4080.380444 = -531103.451114
  nChanged 3
		SP:Iteration 31Q (3495.200000 sec): 3 clusters
  Score: Raw -535184.345969 + Penalty 4080.380444 = -531103.965526
  nChanged 2
		SP:Iteration 32Q (3495.210000 sec): 3 clusters
  Score: Raw -535184.864185 + Penalty 4080.380444 = -531104.483741
  nChanged 2
		SP:Iteration 33Q (3495.220000 sec): 3 clusters
  Score: Raw -535185.555318 + Penalty 4080.380444 = -531105.174875
  nChanged 2
		SP:Iteration 34Q (3495.240000 sec): 3 clusters
  Score: Raw -535186.035851 + Penalty 4080.380444 = -531105.655408
  nChanged 2
		SP:Iteration 35Q (3495.250000 sec): 3 clusters
  Score: Raw -535186.519351 + Penalty 4080.380444 = -531106.138908
  nChanged 2
		SP:Iteration 36Q (3495.260000 sec): 3 clusters
  Score: Raw -535187.081459 + Penalty 4080.380444 = -531106.701015
  nChanged 2
		SP:Iteration 37Q (3495.280000 sec): 3 clusters
  Score: Raw -535187.657510 + Penalty 4080.380444 = -531107.277067
  nChanged 2
		SP:Iteration 38Q (3495.290000 sec): 3 clusters
  Score: Raw -535188.147179 + Penalty 4080.380444 = -531107.766735
  nChanged 1
		SP:Iteration 39Q (3495.300000 sec): 3 clusters
  Score: Raw -535188.325544 + Penalty 4080.380444 = -531107.945100
  nChanged 0
		SP:Iteration 40F (3495.320000 sec): 3 clusters
  Score: Raw -535188.325544 + Penalty 4080.380444 = -531107.945100
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3495.320000 sec): 2 clusters
  Score: Raw -27239.942278 + Penalty 1352.919637 = -25887.022641
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3495.320000 sec): 3 clusters
  Score: Raw -27430.504619 + Penalty 2705.839273 = -24724.665346
  nChanged 34
		SP:Iteration 1F (3495.320000 sec): 3 clusters
  Score: Raw -27595.717535 + Penalty 2705.839273 = -24889.878262
  nChanged 9
		SP:Iteration 2Q (3495.330000 sec): 3 clusters
  Score: Raw -27652.306241 + Penalty 2705.839273 = -24946.466968
  nChanged 6
		SP:Iteration 3Q (3495.330000 sec): 3 clusters
  Score: Raw -27696.309533 + Penalty 2705.839273 = -24990.470260
  nChanged 4
		SP:Iteration 4Q (3495.330000 sec): 3 clusters
  Score: Raw -27727.513351 + Penalty 2705.839273 = -25021.674078
  nChanged 4
		SP:Iteration 5Q (3495.330000 sec): 3 clusters
  Score: Raw -27788.116136 + Penalty 2705.839273 = -25082.276862
  nChanged 6
		SP:Iteration 6Q (3495.330000 sec): 3 clusters
  Score: Raw -27858.677525 + Penalty 2705.839273 = -25152.838252
  nChanged 7
		SP:Iteration 7Q (3495.330000 sec): 3 clusters
  Score: Raw -27887.880016 + Penalty 2705.839273 = -25182.040743
  nChanged 4
		SP:Iteration 8Q (3495.330000 sec): 3 clusters
  Score: Raw -27903.923793 + Penalty 2705.839273 = -25198.084520
  nChanged 4
		SP:Iteration 9Q (3495.330000 sec): 3 clusters
  Score: Raw -27931.391665 + Penalty 2705.839273 = -25225.552392
  nChanged 4
		SP:Iteration 10Q (3495.330000 sec): 3 clusters
  Score: Raw -27952.616598 + Penalty 2705.839273 = -25246.777325
  nChanged 3
		SP:Iteration 11Q (3495.330000 sec): 3 clusters
  Score: Raw -27966.692760 + Penalty 2705.839273 = -25260.853487
  nChanged 1
		SP:Iteration 12Q (3495.340000 sec): 3 clusters
  Score: Raw -27970.203400 + Penalty 2705.839273 = -25264.364126
  nChanged 0
		SP:Iteration 13F (3495.340000 sec): 3 clusters
  Score: Raw -27970.746959 + Penalty 2705.839273 = -25264.907686
  nChanged 1
		SP:Iteration 14Q (3495.340000 sec): 3 clusters
  Score: Raw -27976.755456 + Penalty 2705.839273 = -25270.916183
  nChanged 1
		SP:Iteration 15Q (3495.340000 sec): 3 clusters
  Score: Raw -28018.494746 + Penalty 2705.839273 = -25312.655473
  nChanged 2
		SP:Iteration 16Q (3495.340000 sec): 3 clusters
  Score: Raw -28042.882298 + Penalty 2705.839273 = -25337.043025
  nChanged 4
		SP:Iteration 17Q (3495.340000 sec): 3 clusters
  Score: Raw -28122.233077 + Penalty 2705.839273 = -25416.393803
  nChanged 2
		SP:Iteration 18Q (3495.340000 sec): 3 clusters
  Score: Raw -28141.934667 + Penalty 2705.839273 = -25436.095394
  nChanged 2
		SP:Iteration 19Q (3495.340000 sec): 3 clusters
  Score: Raw -28160.883179 + Penalty 2705.839273 = -25455.043906
  nChanged 0
		SP:Iteration 20F (3495.340000 sec): 3 clusters
  Score: Raw -28160.883179 + Penalty 2705.839273 = -25455.043906
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (30932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3495.450000 sec): 2 clusters
  Score: Raw -4515613.196611 + Penalty 2564.207538 = -4513048.989073
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3495.560000 sec): 3 clusters
  Score: Raw -4497035.056717 + Penalty 5128.415077 = -4491906.641641
  nChanged 13959
		SP:Iteration 1F (3495.680000 sec): 3 clusters
  Score: Raw -4504667.602188 + Penalty 5128.415077 = -4499539.187112
  nChanged 1557
		SP:Iteration 2F (3495.790000 sec): 3 clusters
  Score: Raw -4505295.828434 + Penalty 5128.415077 = -4500167.413357
  nChanged 1502
		SP:Iteration 3Q (3495.910000 sec): 3 clusters
  Score: Raw -4506029.809894 + Penalty 5128.415077 = -4500901.394817
  nChanged 1573
		SP:Iteration 4F (3496.030000 sec): 3 clusters
  Score: Raw -4506895.243209 + Penalty 5128.415077 = -4501766.828132
  nChanged 1681
		SP:Iteration 5F (3496.150000 sec): 3 clusters
  Score: Raw -4507902.741103 + Penalty 5128.415077 = -4502774.326027
  nChanged 1727
		SP:Iteration 6F (3496.260000 sec): 3 clusters
  Score: Raw -4508920.344609 + Penalty 5128.415077 = -4503791.929532
  nChanged 1724
		SP:Iteration 7F (3496.370000 sec): 3 clusters
  Score: Raw -4509856.163092 + Penalty 5128.415077 = -4504727.748015
  nChanged 1637
		SP:Iteration 8F (3496.490000 sec): 3 clusters
  Score: Raw -4510704.120384 + Penalty 5128.415077 = -4505575.705307
  nChanged 1380
		SP:Iteration 9Q (3496.600000 sec): 3 clusters
  Score: Raw -4511289.402144 + Penalty 5128.415077 = -4506160.987067
  nChanged 1072
		SP:Iteration 10Q (3496.720000 sec): 3 clusters
  Score: Raw -4511665.086992 + Penalty 5128.415077 = -4506536.671915
  nChanged 839
		SP:Iteration 11Q (3496.830000 sec): 3 clusters
  Score: Raw -4511923.549989 + Penalty 5128.415077 = -4506795.134913
  nChanged 615
		SP:Iteration 12Q (3496.950000 sec): 3 clusters
  Score: Raw -4512088.948762 + Penalty 5128.415077 = -4506960.533686
  nChanged 511
		SP:Iteration 13Q (3497.060000 sec): 3 clusters
  Score: Raw -4512212.668483 + Penalty 5128.415077 = -4507084.253406
  nChanged 402
		SP:Iteration 14Q (3497.170000 sec): 3 clusters
  Score: Raw -4512309.048174 + Penalty 5128.415077 = -4507180.633097
  nChanged 337
		SP:Iteration 15Q (3497.290000 sec): 3 clusters
  Score: Raw -4512399.969655 + Penalty 5128.415077 = -4507271.554578
  nChanged 313
		SP:Iteration 16Q (3497.400000 sec): 3 clusters
  Score: Raw -4512478.519262 + Penalty 5128.415077 = -4507350.104185
  nChanged 285
		SP:Iteration 17Q (3497.510000 sec): 3 clusters
  Score: Raw -4512543.743270 + Penalty 5128.415077 = -4507415.328193
  nChanged 247
		SP:Iteration 18Q (3497.630000 sec): 3 clusters
  Score: Raw -4512588.374477 + Penalty 5128.415077 = -4507459.959400
  nChanged 213
		SP:Iteration 19Q (3497.740000 sec): 3 clusters
  Score: Raw -4512619.563049 + Penalty 5128.415077 = -4507491.147972
  nChanged 165
		SP:Iteration 20F (3497.860000 sec): 3 clusters
  Score: Raw -4512644.388129 + Penalty 5128.415077 = -4507515.973052
  nChanged 155
		SP:Iteration 21Q (3497.970000 sec): 3 clusters
  Score: Raw -4512667.688303 + Penalty 5128.415077 = -4507539.273227
  nChanged 149
		SP:Iteration 22Q (3498.090000 sec): 3 clusters
  Score: Raw -4512688.548813 + Penalty 5128.415077 = -4507560.133736
  nChanged 135
		SP:Iteration 23Q (3498.200000 sec): 3 clusters
  Score: Raw -4512709.837977 + Penalty 5128.415077 = -4507581.422900
  nChanged 141
		SP:Iteration 24Q (3498.310000 sec): 3 clusters
  Score: Raw -4512732.918893 + Penalty 5128.415077 = -4507604.503816
  nChanged 141
		SP:Iteration 25Q (3498.430000 sec): 3 clusters
  Score: Raw -4512755.819892 + Penalty 5128.415077 = -4507627.404815
  nChanged 149
		SP:Iteration 26Q (3498.550000 sec): 3 clusters
  Score: Raw -4512782.546231 + Penalty 5128.415077 = -4507654.131155
  nChanged 146
		SP:Iteration 27Q (3498.660000 sec): 3 clusters
  Score: Raw -4512811.967353 + Penalty 5128.415077 = -4507683.552276
  nChanged 157
		SP:Iteration 28Q (3498.770000 sec): 3 clusters
  Score: Raw -4512840.928580 + Penalty 5128.415077 = -4507712.513503
  nChanged 159
		SP:Iteration 29Q (3498.890000 sec): 3 clusters
  Score: Raw -4512866.780914 + Penalty 5128.415077 = -4507738.365837
  nChanged 154
		SP:Iteration 30Q (3499.000000 sec): 3 clusters
  Score: Raw -4512888.606173 + Penalty 5128.415077 = -4507760.191096
  nChanged 111
		SP:Iteration 31Q (3499.110000 sec): 3 clusters
  Score: Raw -4512901.909881 + Penalty 5128.415077 = -4507773.494805
  nChanged 117
		SP:Iteration 32Q (3499.230000 sec): 3 clusters
  Score: Raw -4512914.577123 + Penalty 5128.415077 = -4507786.162046
  nChanged 101
		SP:Iteration 33Q (3499.340000 sec): 3 clusters
  Score: Raw -4512925.978640 + Penalty 5128.415077 = -4507797.563564
  nChanged 106
		SP:Iteration 34Q (3499.450000 sec): 3 clusters
  Score: Raw -4512938.088433 + Penalty 5128.415077 = -4507809.673356
  nChanged 107
		SP:Iteration 35Q (3499.570000 sec): 3 clusters
  Score: Raw -4512949.409526 + Penalty 5128.415077 = -4507820.994449
  nChanged 105
		SP:Iteration 36Q (3499.680000 sec): 3 clusters
  Score: Raw -4512959.966686 + Penalty 5128.415077 = -4507831.551609
  nChanged 113
		SP:Iteration 37Q (3499.790000 sec): 3 clusters
  Score: Raw -4512972.400492 + Penalty 5128.415077 = -4507843.985416
  nChanged 122
		SP:Iteration 38Q (3499.910000 sec): 3 clusters
  Score: Raw -4512986.035205 + Penalty 5128.415077 = -4507857.620128
  nChanged 130
		SP:Iteration 39Q (3500.020000 sec): 3 clusters
  Score: Raw -4513001.135163 + Penalty 5128.415077 = -4507872.720087
  nChanged 145
		SP:Iteration 40F (3500.130000 sec): 3 clusters
  Score: Raw -4513017.370742 + Penalty 5128.415077 = -4507888.955666
  nChanged 143
		SP:Iteration 41Q (3500.250000 sec): 3 clusters
  Score: Raw -4513034.952572 + Penalty 5128.415077 = -4507906.537495
  nChanged 141
		SP:Iteration 42Q (3500.370000 sec): 3 clusters
  Score: Raw -4513052.834346 + Penalty 5128.415077 = -4507924.419270
  nChanged 134
		SP:Iteration 43Q (3500.480000 sec): 3 clusters
  Score: Raw -4513067.827134 + Penalty 5128.415077 = -4507939.412057
  nChanged 140
		SP:Iteration 44Q (3500.590000 sec): 3 clusters
  Score: Raw -4513084.991961 + Penalty 5128.415077 = -4507956.576885
  nChanged 156
		SP:Iteration 45Q (3500.710000 sec): 3 clusters
  Score: Raw -4513106.054160 + Penalty 5128.415077 = -4507977.639084
  nChanged 173
		SP:Iteration 46Q (3500.820000 sec): 3 clusters
  Score: Raw -4513131.070251 + Penalty 5128.415077 = -4508002.655174
  nChanged 165
		SP:Iteration 47Q (3500.930000 sec): 3 clusters
  Score: Raw -4513155.825232 + Penalty 5128.415077 = -4508027.410156
  nChanged 168
		SP:Iteration 48Q (3501.050000 sec): 3 clusters
  Score: Raw -4513181.713989 + Penalty 5128.415077 = -4508053.298913
  nChanged 189
		SP:Iteration 49Q (3501.170000 sec): 3 clusters
  Score: Raw -4513210.687242 + Penalty 5128.415077 = -4508082.272165
  nChanged 191
		SP:Iteration 50Q (3501.280000 sec): 3 clusters
  Score: Raw -4513241.337849 + Penalty 5128.415077 = -4508112.922773
  nChanged 203
		SP:Iteration 51Q (3501.390000 sec): 3 clusters
  Score: Raw -4513277.973030 + Penalty 5128.415077 = -4508149.557953
  nChanged 246
		SP:Iteration 52Q (3501.510000 sec): 3 clusters
  Score: Raw -4513326.006536 + Penalty 5128.415077 = -4508197.591459
  nChanged 292
		SP:Iteration 53Q (3501.620000 sec): 3 clusters
  Score: Raw -4513394.911454 + Penalty 5128.415077 = -4508266.496378
  nChanged 342
		SP:Iteration 54Q (3501.740000 sec): 3 clusters
  Score: Raw -4513482.344537 + Penalty 5128.415077 = -4508353.929461
  nChanged 388
		SP:Iteration 55Q (3501.850000 sec): 3 clusters
  Score: Raw -4513592.817540 + Penalty 5128.415077 = -4508464.402464
  nChanged 408
		SP:Iteration 56Q (3501.960000 sec): 3 clusters
  Score: Raw -4513718.072979 + Penalty 5128.415077 = -4508589.657902
  nChanged 430
		SP:Iteration 57Q (3502.080000 sec): 3 clusters
  Score: Raw -4513870.634345 + Penalty 5128.415077 = -4508742.219268
  nChanged 439
		SP:Iteration 58Q (3502.190000 sec): 3 clusters
  Score: Raw -4514055.632843 + Penalty 5128.415077 = -4508927.217766
  nChanged 533
		SP:Iteration 59Q (3502.300000 sec): 3 clusters
  Score: Raw -4514351.556912 + Penalty 5128.415077 = -4509223.141835
  nChanged 556
		SP:Iteration 60F (3502.420000 sec): 3 clusters
  Score: Raw -4514786.507611 + Penalty 5128.415077 = -4509658.092534
  nChanged 606
		SP:Iteration 61Q (3502.530000 sec): 3 clusters
  Score: Raw -4515508.250233 + Penalty 5128.415077 = -4510379.835156
  nChanged 424
		SP:Iteration 62Q (3502.630000 sec): 3 clusters
  Score: Raw -4516054.430366 + Penalty 5128.415077 = -4510926.015290
  nChanged 329
		SP:Iteration 63Q (3502.730000 sec): 3 clusters
  Score: Raw -4516329.026877 + Penalty 5128.415077 = -4511200.611800
  nChanged 252
		SP:Iteration 64Q (3502.830000 sec): 3 clusters
  Score: Raw -4516464.164222 + Penalty 5128.415077 = -4511335.749146
  nChanged 164
		SP:Iteration 65Q (3502.920000 sec): 3 clusters
  Score: Raw -4516531.803511 + Penalty 5128.415077 = -4511403.388434
  nChanged 145
		SP:Iteration 66Q (3503.010000 sec): 3 clusters
  Score: Raw -4516580.765057 + Penalty 5128.415077 = -4511452.349980
  nChanged 116
		SP:Iteration 67Q (3503.100000 sec): 3 clusters
  Score: Raw -4516618.250250 + Penalty 5128.415077 = -4511489.835173
  nChanged 91
		SP:Iteration 68Q (3503.190000 sec): 3 clusters
  Score: Raw -4516645.949801 + Penalty 5128.415077 = -4511517.534724
  nChanged 65
		SP:Iteration 69Q (3503.280000 sec): 3 clusters
  Score: Raw -4516661.870453 + Penalty 5128.415077 = -4511533.455376
  nChanged 39
		SP:Iteration 70Q (3503.370000 sec): 3 clusters
  Score: Raw -4516671.246946 + Penalty 5128.415077 = -4511542.831869
  nChanged 40
		SP:Iteration 71Q (3503.460000 sec): 3 clusters
  Score: Raw -4516681.181229 + Penalty 5128.415077 = -4511552.766153
  nChanged 36
		SP:Iteration 72Q (3503.550000 sec): 3 clusters
  Score: Raw -4516688.559816 + Penalty 5128.415077 = -4511560.144739
  nChanged 29
		SP:Iteration 73Q (3503.640000 sec): 3 clusters
  Score: Raw -4516693.594634 + Penalty 5128.415077 = -4511565.179558
  nChanged 21
		SP:Iteration 74Q (3503.730000 sec): 3 clusters
  Score: Raw -4516697.465271 + Penalty 5128.415077 = -4511569.050194
  nChanged 21
		SP:Iteration 75Q (3503.810000 sec): 3 clusters
  Score: Raw -4516701.531499 + Penalty 5128.415077 = -4511573.116422
  nChanged 15
		SP:Iteration 76Q (3503.900000 sec): 3 clusters
  Score: Raw -4516703.238041 + Penalty 5128.415077 = -4511574.822964
  nChanged 9
		SP:Iteration 77Q (3503.990000 sec): 3 clusters
  Score: Raw -4516704.829002 + Penalty 5128.415077 = -4511576.413925
  nChanged 10
		SP:Iteration 78Q (3504.080000 sec): 3 clusters
  Score: Raw -4516707.003528 + Penalty 5128.415077 = -4511578.588451
  nChanged 11
		SP:Iteration 79Q (3504.170000 sec): 3 clusters
  Score: Raw -4516709.188541 + Penalty 5128.415077 = -4511580.773464
  nChanged 13
		SP:Iteration 80F (3504.280000 sec): 3 clusters
  Score: Raw -4516711.777273 + Penalty 5128.415077 = -4511583.362197
  nChanged 21
		SP:Iteration 81Q (3504.370000 sec): 3 clusters
  Score: Raw -4516716.348567 + Penalty 5128.415077 = -4511587.933490
  nChanged 20
		SP:Iteration 82Q (3504.460000 sec): 3 clusters
  Score: Raw -4516720.970894 + Penalty 5128.415077 = -4511592.555817
  nChanged 15
		SP:Iteration 83Q (3504.550000 sec): 3 clusters
  Score: Raw -4516723.326798 + Penalty 5128.415077 = -4511594.911721
  nChanged 13
		SP:Iteration 84Q (3504.630000 sec): 3 clusters
  Score: Raw -4516725.571359 + Penalty 5128.415077 = -4511597.156282
  nChanged 8
		SP:Iteration 85Q (3504.730000 sec): 3 clusters
  Score: Raw -4516726.928192 + Penalty 5128.415077 = -4511598.513115
  nChanged 9
		SP:Iteration 86Q (3504.810000 sec): 3 clusters
  Score: Raw -4516728.492613 + Penalty 5128.415077 = -4511600.077536
  nChanged 12
		SP:Iteration 87Q (3504.900000 sec): 3 clusters
  Score: Raw -4516730.763428 + Penalty 5128.415077 = -4511602.348351
  nChanged 14
		SP:Iteration 88Q (3504.990000 sec): 3 clusters
  Score: Raw -4516733.357804 + Penalty 5128.415077 = -4511604.942727
  nChanged 11
		SP:Iteration 89Q (3505.080000 sec): 3 clusters
  Score: Raw -4516735.475113 + Penalty 5128.415077 = -4511607.060037
  nChanged 17
		SP:Iteration 90Q (3505.170000 sec): 3 clusters
  Score: Raw -4516738.574538 + Penalty 5128.415077 = -4511610.159461
  nChanged 15
		SP:Iteration 91Q (3505.260000 sec): 3 clusters
  Score: Raw -4516741.562490 + Penalty 5128.415077 = -4511613.147413
  nChanged 7
		SP:Iteration 92Q (3505.340000 sec): 3 clusters
  Score: Raw -4516742.703125 + Penalty 5128.415077 = -4511614.288048
  nChanged 8
		SP:Iteration 93Q (3505.430000 sec): 3 clusters
  Score: Raw -4516744.173487 + Penalty 5128.415077 = -4511615.758410
  nChanged 7
		SP:Iteration 94Q (3505.520000 sec): 3 clusters
  Score: Raw -4516745.641447 + Penalty 5128.415077 = -4511617.226370
  nChanged 8
		SP:Iteration 95Q (3505.600000 sec): 3 clusters
  Score: Raw -4516746.830187 + Penalty 5128.415077 = -4511618.415110
  nChanged 5
		SP:Iteration 96Q (3505.690000 sec): 3 clusters
  Score: Raw -4516747.605149 + Penalty 5128.415077 = -4511619.190073
  nChanged 4
		SP:Iteration 97Q (3505.780000 sec): 3 clusters
  Score: Raw -4516748.424346 + Penalty 5128.415077 = -4511620.009269
  nChanged 2
		SP:Iteration 98Q (3505.870000 sec): 3 clusters
  Score: Raw -4516748.579806 + Penalty 5128.415077 = -4511620.164730
  nChanged 0
		SP:Iteration 99F (3505.980000 sec): 3 clusters
  Score: Raw -4516748.579806 + Penalty 5128.415077 = -4511620.164730
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3505.990000 sec): 2 clusters
  Score: Raw -32701.428481 + Penalty 1345.387604 = -31356.040876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3505.990000 sec): 3 clusters
  Score: Raw -33213.393600 + Penalty 2690.775209 = -30522.618392
  nChanged 39
		SP:Iteration 1F (3505.990000 sec): 3 clusters
  Score: Raw -33416.206491 + Penalty 2690.775209 = -30725.431282
  nChanged 18
		SP:Iteration 2F (3505.990000 sec): 3 clusters
  Score: Raw -33503.259242 + Penalty 2690.775209 = -30812.484033
  nChanged 8
		SP:Iteration 3Q (3505.990000 sec): 3 clusters
  Score: Raw -33611.126575 + Penalty 2690.775209 = -30920.351367
  nChanged 5
		SP:Iteration 4Q (3506.000000 sec): 3 clusters
  Score: Raw -33665.492855 + Penalty 2690.775209 = -30974.717647
  nChanged 3
		SP:Iteration 5Q (3506.000000 sec): 3 clusters
  Score: Raw -33739.002657 + Penalty 2690.775209 = -31048.227448
  nChanged 0
		SP:Iteration 6F (3506.000000 sec): 3 clusters
  Score: Raw -33739.002657 + Penalty 2690.775209 = -31048.227448
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 23 (608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.000000 sec): 2 clusters
  Score: Raw -81594.403659 + Penalty 1589.723371 = -80004.680288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3506.010000 sec): 3 clusters
  Score: Raw -81595.408288 + Penalty 3179.446741 = -78415.961546
  nChanged 123
		SP:Iteration 1F (3506.010000 sec): 3 clusters
  Score: Raw -81811.106173 + Penalty 3179.446741 = -78631.659431
  nChanged 26
		SP:Iteration 2Q (3506.010000 sec): 3 clusters
  Score: Raw -81882.378766 + Penalty 3179.446741 = -78702.932024
  nChanged 15
		SP:Iteration 3Q (3506.010000 sec): 3 clusters
  Score: Raw -81912.430906 + Penalty 3179.446741 = -78732.984165
  nChanged 9
		SP:Iteration 4Q (3506.010000 sec): 3 clusters
  Score: Raw -81929.914218 + Penalty 3179.446741 = -78750.467477
  nChanged 8
		SP:Iteration 5Q (3506.010000 sec): 3 clusters
  Score: Raw -81942.595795 + Penalty 3179.446741 = -78763.149053
  nChanged 6
		SP:Iteration 6Q (3506.020000 sec): 3 clusters
  Score: Raw -81949.917834 + Penalty 3179.446741 = -78770.471092
  nChanged 2
		SP:Iteration 7Q (3506.020000 sec): 3 clusters
  Score: Raw -81953.617377 + Penalty 3179.446741 = -78774.170636
  nChanged 1
		SP:Iteration 8Q (3506.020000 sec): 3 clusters
  Score: Raw -81957.008788 + Penalty 3179.446741 = -78777.562046
  nChanged 1
		SP:Iteration 9Q (3506.020000 sec): 3 clusters
  Score: Raw -81958.365739 + Penalty 3179.446741 = -78778.918997
  nChanged 1
		SP:Iteration 10Q (3506.030000 sec): 3 clusters
  Score: Raw -81963.859269 + Penalty 3179.446741 = -78784.412527
  nChanged 4
		SP:Iteration 11Q (3506.030000 sec): 3 clusters
  Score: Raw -81972.604563 + Penalty 3179.446741 = -78793.157822
  nChanged 3
		SP:Iteration 12Q (3506.030000 sec): 3 clusters
  Score: Raw -81981.791416 + Penalty 3179.446741 = -78802.344674
  nChanged 5
		SP:Iteration 13Q (3506.030000 sec): 3 clusters
  Score: Raw -81995.534638 + Penalty 3179.446741 = -78816.087896
  nChanged 6
		SP:Iteration 14Q (3506.030000 sec): 3 clusters
  Score: Raw -82010.293789 + Penalty 3179.446741 = -78830.847047
  nChanged 7
		SP:Iteration 15Q (3506.040000 sec): 3 clusters
  Score: Raw -82024.950957 + Penalty 3179.446741 = -78845.504215
  nChanged 3
		SP:Iteration 16Q (3506.040000 sec): 3 clusters
  Score: Raw -82030.698960 + Penalty 3179.446741 = -78851.252219
  nChanged 1
		SP:Iteration 17Q (3506.040000 sec): 3 clusters
  Score: Raw -82032.407954 + Penalty 3179.446741 = -78852.961213
  nChanged 0
		SP:Iteration 18F (3506.040000 sec): 3 clusters
  Score: Raw -82032.407954 + Penalty 3179.446741 = -78852.961213
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.050000 sec): 2 clusters
  Score: Raw -257351.790429 + Penalty 1857.789723 = -255494.000706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3506.060000 sec): 3 clusters
  Score: Raw -256710.368796 + Penalty 3715.579446 = -252994.789350
  nChanged 543
		SP:Iteration 1F (3506.070000 sec): 3 clusters
  Score: Raw -257112.280154 + Penalty 3715.579446 = -253396.700708
  nChanged 114
		SP:Iteration 2F (3506.070000 sec): 3 clusters
  Score: Raw -257214.868777 + Penalty 3715.579446 = -253499.289330
  nChanged 69
		SP:Iteration 3Q (3506.080000 sec): 3 clusters
  Score: Raw -257264.404490 + Penalty 3715.579446 = -253548.825044
  nChanged 40
		SP:Iteration 4Q (3506.080000 sec): 3 clusters
  Score: Raw -257296.602308 + Penalty 3715.579446 = -253581.022862
  nChanged 33
		SP:Iteration 5Q (3506.090000 sec): 3 clusters
  Score: Raw -257327.430312 + Penalty 3715.579446 = -253611.850865
  nChanged 26
		SP:Iteration 6Q (3506.100000 sec): 3 clusters
  Score: Raw -257344.697808 + Penalty 3715.579446 = -253629.118362
  nChanged 21
		SP:Iteration 7Q (3506.100000 sec): 3 clusters
  Score: Raw -257359.560384 + Penalty 3715.579446 = -253643.980938
  nChanged 18
		SP:Iteration 8Q (3506.110000 sec): 3 clusters
  Score: Raw -257374.790280 + Penalty 3715.579446 = -253659.210833
  nChanged 18
		SP:Iteration 9Q (3506.110000 sec): 3 clusters
  Score: Raw -257386.417682 + Penalty 3715.579446 = -253670.838235
  nChanged 13
		SP:Iteration 10Q (3506.120000 sec): 3 clusters
  Score: Raw -257396.229732 + Penalty 3715.579446 = -253680.650286
  nChanged 9
		SP:Iteration 11Q (3506.130000 sec): 3 clusters
  Score: Raw -257405.952630 + Penalty 3715.579446 = -253690.373184
  nChanged 9
		SP:Iteration 12Q (3506.130000 sec): 3 clusters
  Score: Raw -257411.208475 + Penalty 3715.579446 = -253695.629029
  nChanged 8
		SP:Iteration 13Q (3506.140000 sec): 3 clusters
  Score: Raw -257414.908881 + Penalty 3715.579446 = -253699.329435
  nChanged 7
		SP:Iteration 14Q (3506.150000 sec): 3 clusters
  Score: Raw -257421.033115 + Penalty 3715.579446 = -253705.453669
  nChanged 4
		SP:Iteration 15Q (3506.150000 sec): 3 clusters
  Score: Raw -257424.097084 + Penalty 3715.579446 = -253708.517638
  nChanged 4
		SP:Iteration 16Q (3506.160000 sec): 3 clusters
  Score: Raw -257425.587844 + Penalty 3715.579446 = -253710.008398
  nChanged 4
		SP:Iteration 17Q (3506.170000 sec): 3 clusters
  Score: Raw -257427.811350 + Penalty 3715.579446 = -253712.231904
  nChanged 3
		SP:Iteration 18Q (3506.170000 sec): 3 clusters
  Score: Raw -257430.634980 + Penalty 3715.579446 = -253715.055534
  nChanged 3
		SP:Iteration 19Q (3506.180000 sec): 3 clusters
  Score: Raw -257432.776831 + Penalty 3715.579446 = -253717.197385
  nChanged 4
		SP:Iteration 20F (3506.190000 sec): 3 clusters
  Score: Raw -257436.179748 + Penalty 3715.579446 = -253720.600301
  nChanged 9
		SP:Iteration 21Q (3506.190000 sec): 3 clusters
  Score: Raw -257442.983933 + Penalty 3715.579446 = -253727.404486
  nChanged 11
		SP:Iteration 22Q (3506.200000 sec): 3 clusters
  Score: Raw -257448.053723 + Penalty 3715.579446 = -253732.474277
  nChanged 3
		SP:Iteration 23Q (3506.210000 sec): 3 clusters
  Score: Raw -257449.514683 + Penalty 3715.579446 = -253733.935236
  nChanged 3
		SP:Iteration 24Q (3506.210000 sec): 3 clusters
  Score: Raw -257450.886082 + Penalty 3715.579446 = -253735.306636
  nChanged 2
		SP:Iteration 25Q (3506.220000 sec): 3 clusters
  Score: Raw -257451.567220 + Penalty 3715.579446 = -253735.987773
  nChanged 1
		SP:Iteration 26Q (3506.230000 sec): 3 clusters
  Score: Raw -257451.692958 + Penalty 3715.579446 = -253736.113511
  nChanged 0
		SP:Iteration 27F (3506.230000 sec): 3 clusters
  Score: Raw -257451.692958 + Penalty 3715.579446 = -253736.113511
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.230000 sec): 2 clusters
  Score: Raw -14092.726968 + Penalty 1232.513698 = -12860.213270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3506.230000 sec): 3 clusters
  Score: Raw -14592.446370 + Penalty 2465.027397 = -12127.418973
  nChanged 14
		SP:Iteration 1F (3506.230000 sec): 3 clusters
  Score: Raw -14745.681726 + Penalty 2465.027397 = -12280.654329
  nChanged 3
		SP:Iteration 2Q (3506.240000 sec): 3 clusters
  Score: Raw -14771.487884 + Penalty 2465.027397 = -12306.460487
  nChanged 1
		SP:Iteration 3Q (3506.240000 sec): 3 clusters
  Score: Raw -14789.577018 + Penalty 2465.027397 = -12324.549622
  nChanged 0
		SP:Iteration 4F (3506.240000 sec): 3 clusters
  Score: Raw -14789.577018 + Penalty 2465.027397 = -12324.549622
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.240000 sec): 2 clusters
  Score: Raw -51116.540451 + Penalty 1468.551448 = -49647.989003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3506.240000 sec): 3 clusters
  Score: Raw -51201.696368 + Penalty 2937.102896 = -48264.593472
  nChanged 45
		SP:Iteration 1F (3506.250000 sec): 3 clusters
  Score: Raw -51341.637066 + Penalty 2937.102896 = -48404.534170
  nChanged 18
		SP:Iteration 2Q (3506.250000 sec): 3 clusters
  Score: Raw -51414.084325 + Penalty 2937.102896 = -48476.981428
  nChanged 6
		SP:Iteration 3Q (3506.250000 sec): 3 clusters
  Score: Raw -51455.753503 + Penalty 2937.102896 = -48518.650607
  nChanged 6
		SP:Iteration 4Q (3506.250000 sec): 3 clusters
  Score: Raw -51477.897718 + Penalty 2937.102896 = -48540.794821
  nChanged 5
		SP:Iteration 5Q (3506.250000 sec): 3 clusters
  Score: Raw -51496.003237 + Penalty 2937.102896 = -48558.900341
  nChanged 3
		SP:Iteration 6Q (3506.250000 sec): 3 clusters
  Score: Raw -51505.243390 + Penalty 2937.102896 = -48568.140494
  nChanged 1
		SP:Iteration 7Q (3506.250000 sec): 3 clusters
  Score: Raw -51508.987904 + Penalty 2937.102896 = -48571.885008
  nChanged 1
		SP:Iteration 8Q (3506.250000 sec): 3 clusters
  Score: Raw -51512.052327 + Penalty 2937.102896 = -48574.949431
  nChanged 1
		SP:Iteration 9Q (3506.250000 sec): 3 clusters
  Score: Raw -51512.972637 + Penalty 2937.102896 = -48575.869741
  nChanged 1
		SP:Iteration 10Q (3506.250000 sec): 3 clusters
  Score: Raw -51515.811167 + Penalty 2937.102896 = -48578.708271
  nChanged 1
		SP:Iteration 11Q (3506.260000 sec): 3 clusters
  Score: Raw -51519.907214 + Penalty 2937.102896 = -48582.804318
  nChanged 0
		SP:Iteration 12F (3506.260000 sec): 3 clusters
  Score: Raw -51519.907214 + Penalty 2937.102896 = -48582.804318
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (141251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.750000 sec): 2 clusters
  Score: Raw -20514292.578996 + Penalty 2940.856845 = -20511351.722151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3507.290000 sec): 3 clusters
  Score: Raw -20422566.434940 + Penalty 5881.713689 = -20416684.721250
  nChanged 67533
		SP:Iteration 1F (3507.830000 sec): 3 clusters
  Score: Raw -20462165.612337 + Penalty 5881.713689 = -20456283.898648
  nChanged 4922
		SP:Iteration 2Q (3508.370000 sec): 3 clusters
  Score: Raw -20463540.663758 + Penalty 5881.713689 = -20457658.950068
  nChanged 5397
		SP:Iteration 3Q (3508.930000 sec): 3 clusters
  Score: Raw -20465309.651595 + Penalty 5881.713689 = -20459427.937906
  nChanged 6090
		SP:Iteration 4Q (3509.480000 sec): 3 clusters
  Score: Raw -20467684.734921 + Penalty 5881.713689 = -20461803.021231
  nChanged 7092
		SP:Iteration 5F (3510.020000 sec): 3 clusters
  Score: Raw -20470780.456854 + Penalty 5881.713689 = -20464898.743165
  nChanged 7866
		SP:Iteration 6F (3510.550000 sec): 3 clusters
  Score: Raw -20474619.770995 + Penalty 5881.713689 = -20468738.057305
  nChanged 8269
		SP:Iteration 7F (3511.090000 sec): 3 clusters
  Score: Raw -20478938.030408 + Penalty 5881.713689 = -20473056.316719
  nChanged 8009
		SP:Iteration 8F (3511.630000 sec): 3 clusters
  Score: Raw -20483233.622133 + Penalty 5881.713689 = -20477351.908444
  nChanged 7244
		SP:Iteration 9F (3512.160000 sec): 3 clusters
  Score: Raw -20487372.724520 + Penalty 5881.713689 = -20481491.010831
  nChanged 6378
		SP:Iteration 10Q (3512.710000 sec): 3 clusters
  Score: Raw -20491473.941247 + Penalty 5881.713689 = -20485592.227558
  nChanged 5559
		SP:Iteration 11Q (3513.250000 sec): 3 clusters
  Score: Raw -20495246.550241 + Penalty 5881.713689 = -20489364.836551
  nChanged 4829
		SP:Iteration 12Q (3513.770000 sec): 3 clusters
  Score: Raw -20498356.756677 + Penalty 5881.713689 = -20492475.042988
  nChanged 3893
		SP:Iteration 13Q (3514.290000 sec): 3 clusters
  Score: Raw -20500555.387493 + Penalty 5881.713689 = -20494673.673803
  nChanged 3154
		SP:Iteration 14Q (3514.790000 sec): 3 clusters
  Score: Raw -20502023.376857 + Penalty 5881.713689 = -20496141.663168
  nChanged 2551
		SP:Iteration 15Q (3515.280000 sec): 3 clusters
  Score: Raw -20503105.018074 + Penalty 5881.713689 = -20497223.304384
  nChanged 2383
		SP:Iteration 16Q (3515.750000 sec): 3 clusters
  Score: Raw -20504056.510288 + Penalty 5881.713689 = -20498174.796599
  nChanged 2291
		SP:Iteration 17Q (3516.230000 sec): 3 clusters
  Score: Raw -20504986.485109 + Penalty 5881.713689 = -20499104.771419
  nChanged 2267
		SP:Iteration 18Q (3516.690000 sec): 3 clusters
  Score: Raw -20505933.971509 + Penalty 5881.713689 = -20500052.257819
  nChanged 2240
		SP:Iteration 19Q (3517.150000 sec): 3 clusters
  Score: Raw -20506900.408232 + Penalty 5881.713689 = -20501018.694543
  nChanged 2151
		SP:Iteration 20F (3517.690000 sec): 3 clusters
  Score: Raw -20507831.968452 + Penalty 5881.713689 = -20501950.254763
  nChanged 2015
		SP:Iteration 21Q (3518.140000 sec): 3 clusters
  Score: Raw -20508693.608960 + Penalty 5881.713689 = -20502811.895271
  nChanged 1828
		SP:Iteration 22Q (3518.580000 sec): 3 clusters
  Score: Raw -20509478.439197 + Penalty 5881.713689 = -20503596.725507
  nChanged 1726
		SP:Iteration 23Q (3519.020000 sec): 3 clusters
  Score: Raw -20510225.763633 + Penalty 5881.713689 = -20504344.049944
  nChanged 1533
		SP:Iteration 24Q (3519.450000 sec): 3 clusters
  Score: Raw -20510900.335977 + Penalty 5881.713689 = -20505018.622288
  nChanged 1468
		SP:Iteration 25Q (3519.880000 sec): 3 clusters
  Score: Raw -20511572.855425 + Penalty 5881.713689 = -20505691.141735
  nChanged 1315
		SP:Iteration 26Q (3520.290000 sec): 3 clusters
  Score: Raw -20512185.066589 + Penalty 5881.713689 = -20506303.352900
  nChanged 1110
		SP:Iteration 27Q (3520.710000 sec): 3 clusters
  Score: Raw -20512694.389851 + Penalty 5881.713689 = -20506812.676162
  nChanged 962
		SP:Iteration 28Q (3521.120000 sec): 3 clusters
  Score: Raw -20513132.461933 + Penalty 5881.713689 = -20507250.748244
  nChanged 835
		SP:Iteration 29Q (3521.530000 sec): 3 clusters
  Score: Raw -20513535.171201 + Penalty 5881.713689 = -20507653.457511
  nChanged 674
		SP:Iteration 30Q (3521.930000 sec): 3 clusters
  Score: Raw -20513859.472055 + Penalty 5881.713689 = -20507977.758365
  nChanged 518
		SP:Iteration 31Q (3522.330000 sec): 3 clusters
  Score: Raw -20514098.272292 + Penalty 5881.713689 = -20508216.558602
  nChanged 391
		SP:Iteration 32Q (3522.730000 sec): 3 clusters
  Score: Raw -20514281.820860 + Penalty 5881.713689 = -20508400.107171
  nChanged 321
		SP:Iteration 33Q (3523.120000 sec): 3 clusters
  Score: Raw -20514437.866830 + Penalty 5881.713689 = -20508556.153140
  nChanged 228
		SP:Iteration 34Q (3523.510000 sec): 3 clusters
  Score: Raw -20514551.195677 + Penalty 5881.713689 = -20508669.481988
  nChanged 186
		SP:Iteration 35Q (3523.900000 sec): 3 clusters
  Score: Raw -20514644.277665 + Penalty 5881.713689 = -20508762.563975
  nChanged 134
		SP:Iteration 36Q (3524.290000 sec): 3 clusters
  Score: Raw -20514707.017359 + Penalty 5881.713689 = -20508825.303669
  nChanged 98
		SP:Iteration 37Q (3524.680000 sec): 3 clusters
  Score: Raw -20514746.558186 + Penalty 5881.713689 = -20508864.844496
  nChanged 66
		SP:Iteration 38Q (3525.070000 sec): 3 clusters
  Score: Raw -20514774.142902 + Penalty 5881.713689 = -20508892.429213
  nChanged 56
		SP:Iteration 39Q (3525.460000 sec): 3 clusters
  Score: Raw -20514796.193949 + Penalty 5881.713689 = -20508914.480260
  nChanged 40
		SP:Iteration 40F (3525.980000 sec): 3 clusters
  Score: Raw -20514810.658393 + Penalty 5881.713689 = -20508928.944704
  nChanged 29
		SP:Iteration 41Q (3526.370000 sec): 3 clusters
  Score: Raw -20514823.722664 + Penalty 5881.713689 = -20508942.008974
  nChanged 32
		SP:Iteration 42Q (3526.760000 sec): 3 clusters
  Score: Raw -20514836.950547 + Penalty 5881.713689 = -20508955.236858
  nChanged 26
		SP:Iteration 43Q (3527.140000 sec): 3 clusters
  Score: Raw -20514846.077998 + Penalty 5881.713689 = -20508964.364309
  nChanged 20
		SP:Iteration 44Q (3527.530000 sec): 3 clusters
  Score: Raw -20514852.972603 + Penalty 5881.713689 = -20508971.258914
  nChanged 19
		SP:Iteration 45Q (3527.920000 sec): 3 clusters
  Score: Raw -20514858.463965 + Penalty 5881.713689 = -20508976.750276
  nChanged 15
		SP:Iteration 46Q (3528.310000 sec): 3 clusters
  Score: Raw -20514862.104514 + Penalty 5881.713689 = -20508980.390824
  nChanged 11
		SP:Iteration 47Q (3528.690000 sec): 3 clusters
  Score: Raw -20514865.782674 + Penalty 5881.713689 = -20508984.068984
  nChanged 6
		SP:Iteration 48Q (3529.080000 sec): 3 clusters
  Score: Raw -20514867.375164 + Penalty 5881.713689 = -20508985.661474
  nChanged 2
		SP:Iteration 49Q (3529.460000 sec): 3 clusters
  Score: Raw -20514867.892136 + Penalty 5881.713689 = -20508986.178447
  nChanged 1
		SP:Iteration 50Q (3529.850000 sec): 3 clusters
  Score: Raw -20514868.137742 + Penalty 5881.713689 = -20508986.424053
  nChanged 0
		SP:Iteration 51F (3530.380000 sec): 3 clusters
  Score: Raw -20514868.137742 + Penalty 5881.713689 = -20508986.424053
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3530.440000 sec): 2 clusters
  Score: Raw -19667.259116 + Penalty 1308.972435 = -18358.286681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3530.440000 sec): 3 clusters
  Score: Raw -20091.676471 + Penalty 2617.944871 = -17473.731600
  nChanged 28
		SP:Iteration 1F (3530.440000 sec): 3 clusters
  Score: Raw -20337.807188 + Penalty 2617.944871 = -17719.862317
  nChanged 4
		SP:Iteration 2Q (3530.450000 sec): 3 clusters
  Score: Raw -20373.386797 + Penalty 2617.944871 = -17755.441927
  nChanged 3
		SP:Iteration 3Q (3530.450000 sec): 3 clusters
  Score: Raw -20391.913147 + Penalty 2617.944871 = -17773.968276
  nChanged 4
		SP:Iteration 4Q (3530.450000 sec): 3 clusters
  Score: Raw -20424.397190 + Penalty 2617.944871 = -17806.452319
  nChanged 3
		SP:Iteration 5Q (3530.450000 sec): 3 clusters
  Score: Raw -20441.739449 + Penalty 2617.944871 = -17823.794578
  nChanged 0
		SP:Iteration 6F (3530.450000 sec): 3 clusters
  Score: Raw -20441.739449 + Penalty 2617.944871 = -17823.794578
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 29 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3530.450000 sec): 2 clusters
  Score: Raw -74196.170923 + Penalty 1539.730326 = -72656.440597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3530.460000 sec): 3 clusters
  Score: Raw -74209.912601 + Penalty 3079.460653 = -71130.451948
  nChanged 85
		SP:Iteration 1F (3530.460000 sec): 3 clusters
  Score: Raw -74369.226895 + Penalty 3079.460653 = -71289.766242
  nChanged 27
		SP:Iteration 2F (3530.460000 sec): 3 clusters
  Score: Raw -74437.179510 + Penalty 3079.460653 = -71357.718857
  nChanged 8
		SP:Iteration 3Q (3530.460000 sec): 3 clusters
  Score: Raw -74453.054988 + Penalty 3079.460653 = -71373.594335
  nChanged 4
		SP:Iteration 4Q (3530.460000 sec): 3 clusters
  Score: Raw -74461.668240 + Penalty 3079.460653 = -71382.207587
  nChanged 3
		SP:Iteration 5Q (3530.460000 sec): 3 clusters
  Score: Raw -74469.123965 + Penalty 3079.460653 = -71389.663312
  nChanged 1
		SP:Iteration 6Q (3530.470000 sec): 3 clusters
  Score: Raw -74471.675923 + Penalty 3079.460653 = -71392.215270
  nChanged 1
		SP:Iteration 7Q (3530.470000 sec): 3 clusters
  Score: Raw -74477.366493 + Penalty 3079.460653 = -71397.905840
  nChanged 0
		SP:Iteration 8F (3530.470000 sec): 3 clusters
  Score: Raw -74477.366493 + Penalty 3079.460653 = -71397.905840
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 30 (34695 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3530.590000 sec): 2 clusters
  Score: Raw -5302275.673162 + Penalty 2592.679014 = -5299682.994148
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3530.720000 sec): 3 clusters
  Score: Raw -5281080.537917 + Penalty 5185.358028 = -5275895.179889
  nChanged 15833
		SP:Iteration 1F (3530.850000 sec): 3 clusters
  Score: Raw -5289605.054523 + Penalty 5185.358028 = -5284419.696495
  nChanged 1498
		SP:Iteration 2Q (3530.980000 sec): 3 clusters
  Score: Raw -5290033.516488 + Penalty 5185.358028 = -5284848.158460
  nChanged 1328
		SP:Iteration 3Q (3531.110000 sec): 3 clusters
  Score: Raw -5290394.345954 + Penalty 5185.358028 = -5285208.987926
  nChanged 1200
		SP:Iteration 4Q (3531.240000 sec): 3 clusters
  Score: Raw -5290690.631876 + Penalty 5185.358028 = -5285505.273848
  nChanged 1092
		SP:Iteration 5Q (3531.380000 sec): 3 clusters
  Score: Raw -5290987.767394 + Penalty 5185.358028 = -5285802.409366
  nChanged 1113
		SP:Iteration 6Q (3531.510000 sec): 3 clusters
  Score: Raw -5291327.941811 + Penalty 5185.358028 = -5286142.583783
  nChanged 1233
		SP:Iteration 7Q (3531.640000 sec): 3 clusters
  Score: Raw -5291771.889296 + Penalty 5185.358028 = -5286586.531268
  nChanged 1388
		SP:Iteration 8Q (3531.770000 sec): 3 clusters
  Score: Raw -5292368.214368 + Penalty 5185.358028 = -5287182.856340
  nChanged 1622
		SP:Iteration 9Q (3531.900000 sec): 3 clusters
  Score: Raw -5293235.803337 + Penalty 5185.358028 = -5288050.445308
  nChanged 1900
		SP:Iteration 10F (3532.030000 sec): 3 clusters
  Score: Raw -5294459.978135 + Penalty 5185.358028 = -5289274.620107
  nChanged 2039
		SP:Iteration 11F (3532.160000 sec): 3 clusters
  Score: Raw -5295982.782609 + Penalty 5185.358028 = -5290797.424581
  nChanged 1899
		SP:Iteration 12F (3532.290000 sec): 3 clusters
  Score: Raw -5297542.340043 + Penalty 5185.358028 = -5292356.982015
  nChanged 1662
		SP:Iteration 13Q (3532.420000 sec): 3 clusters
  Score: Raw -5298888.093056 + Penalty 5185.358028 = -5293702.735028
  nChanged 1244
		SP:Iteration 14Q (3532.540000 sec): 3 clusters
  Score: Raw -5299812.803894 + Penalty 5185.358028 = -5294627.445866
  nChanged 879
		SP:Iteration 15Q (3532.660000 sec): 3 clusters
  Score: Raw -5300378.049804 + Penalty 5185.358028 = -5295192.691776
  nChanged 621
		SP:Iteration 16Q (3532.770000 sec): 3 clusters
  Score: Raw -5300721.141142 + Penalty 5185.358028 = -5295535.783114
  nChanged 475
		SP:Iteration 17Q (3532.880000 sec): 3 clusters
  Score: Raw -5300972.718495 + Penalty 5185.358028 = -5295787.360467
  nChanged 402
		SP:Iteration 18Q (3532.990000 sec): 3 clusters
  Score: Raw -5301175.075351 + Penalty 5185.358028 = -5295989.717323
  nChanged 352
		SP:Iteration 19Q (3533.100000 sec): 3 clusters
  Score: Raw -5301351.201143 + Penalty 5185.358028 = -5296165.843115
  nChanged 312
		SP:Iteration 20F (3533.230000 sec): 3 clusters
  Score: Raw -5301505.894105 + Penalty 5185.358028 = -5296320.536077
  nChanged 278
		SP:Iteration 21Q (3533.330000 sec): 3 clusters
  Score: Raw -5301638.485768 + Penalty 5185.358028 = -5296453.127740
  nChanged 256
		SP:Iteration 22Q (3533.440000 sec): 3 clusters
  Score: Raw -5301757.279619 + Penalty 5185.358028 = -5296571.921591
  nChanged 222
		SP:Iteration 23Q (3533.540000 sec): 3 clusters
  Score: Raw -5301854.695941 + Penalty 5185.358028 = -5296669.337913
  nChanged 174
		SP:Iteration 24Q (3533.640000 sec): 3 clusters
  Score: Raw -5301926.009631 + Penalty 5185.358028 = -5296740.651603
  nChanged 165
		SP:Iteration 25Q (3533.740000 sec): 3 clusters
  Score: Raw -5301990.920446 + Penalty 5185.358028 = -5296805.562417
  nChanged 143
		SP:Iteration 26Q (3533.840000 sec): 3 clusters
  Score: Raw -5302049.007248 + Penalty 5185.358028 = -5296863.649219
  nChanged 125
		SP:Iteration 27Q (3533.940000 sec): 3 clusters
  Score: Raw -5302100.932947 + Penalty 5185.358028 = -5296915.574919
  nChanged 139
		SP:Iteration 28Q (3534.040000 sec): 3 clusters
  Score: Raw -5302157.863930 + Penalty 5185.358028 = -5296972.505902
  nChanged 116
		SP:Iteration 29Q (3534.140000 sec): 3 clusters
  Score: Raw -5302207.046509 + Penalty 5185.358028 = -5297021.688481
  nChanged 111
		SP:Iteration 30Q (3534.230000 sec): 3 clusters
  Score: Raw -5302253.344998 + Penalty 5185.358028 = -5297067.986969
  nChanged 94
		SP:Iteration 31Q (3534.330000 sec): 3 clusters
  Score: Raw -5302298.066997 + Penalty 5185.358028 = -5297112.708969
  nChanged 78
		SP:Iteration 32Q (3534.420000 sec): 3 clusters
  Score: Raw -5302334.416698 + Penalty 5185.358028 = -5297149.058670
  nChanged 70
		SP:Iteration 33Q (3534.520000 sec): 3 clusters
  Score: Raw -5302361.577179 + Penalty 5185.358028 = -5297176.219151
  nChanged 49
		SP:Iteration 34Q (3534.610000 sec): 3 clusters
  Score: Raw -5302378.524121 + Penalty 5185.358028 = -5297193.166093
  nChanged 42
		SP:Iteration 35Q (3534.710000 sec): 3 clusters
  Score: Raw -5302394.413495 + Penalty 5185.358028 = -5297209.055467
  nChanged 41
		SP:Iteration 36Q (3534.800000 sec): 3 clusters
  Score: Raw -5302407.759544 + Penalty 5185.358028 = -5297222.401516
  nChanged 39
		SP:Iteration 37Q (3534.900000 sec): 3 clusters
  Score: Raw -5302420.466317 + Penalty 5185.358028 = -5297235.108289
  nChanged 35
		SP:Iteration 38Q (3534.990000 sec): 3 clusters
  Score: Raw -5302434.636049 + Penalty 5185.358028 = -5297249.278020
  nChanged 28
		SP:Iteration 39Q (3535.080000 sec): 3 clusters
  Score: Raw -5302442.297099 + Penalty 5185.358028 = -5297256.939071
  nChanged 19
		SP:Iteration 40F (3535.220000 sec): 3 clusters
  Score: Raw -5302447.714029 + Penalty 5185.358028 = -5297262.356001
  nChanged 19
		SP:Iteration 41Q (3535.310000 sec): 3 clusters
  Score: Raw -5302455.046277 + Penalty 5185.358028 = -5297269.688249
  nChanged 17
		SP:Iteration 42Q (3535.400000 sec): 3 clusters
  Score: Raw -5302460.548768 + Penalty 5185.358028 = -5297275.190740
  nChanged 9
		SP:Iteration 43Q (3535.490000 sec): 3 clusters
  Score: Raw -5302462.893175 + Penalty 5185.358028 = -5297277.535147
  nChanged 7
		SP:Iteration 44Q (3535.580000 sec): 3 clusters
  Score: Raw -5302465.594413 + Penalty 5185.358028 = -5297280.236385
  nChanged 7
		SP:Iteration 45Q (3535.680000 sec): 3 clusters
  Score: Raw -5302467.897662 + Penalty 5185.358028 = -5297282.539634
  nChanged 10
		SP:Iteration 46Q (3535.770000 sec): 3 clusters
  Score: Raw -5302471.491277 + Penalty 5185.358028 = -5297286.133249
  nChanged 7
		SP:Iteration 47Q (3535.860000 sec): 3 clusters
  Score: Raw -5302474.048541 + Penalty 5185.358028 = -5297288.690513
  nChanged 9
		SP:Iteration 48Q (3535.960000 sec): 3 clusters
  Score: Raw -5302477.310720 + Penalty 5185.358028 = -5297291.952692
  nChanged 8
		SP:Iteration 49Q (3536.050000 sec): 3 clusters
  Score: Raw -5302480.001315 + Penalty 5185.358028 = -5297294.643287
  nChanged 11
		SP:Iteration 50Q (3536.140000 sec): 3 clusters
  Score: Raw -5302484.136188 + Penalty 5185.358028 = -5297298.778160
  nChanged 8
		SP:Iteration 51Q (3536.240000 sec): 3 clusters
  Score: Raw -5302487.462207 + Penalty 5185.358028 = -5297302.104178
  nChanged 9
		SP:Iteration 52Q (3536.330000 sec): 3 clusters
  Score: Raw -5302490.089422 + Penalty 5185.358028 = -5297304.731394
  nChanged 6
		SP:Iteration 53Q (3536.420000 sec): 3 clusters
  Score: Raw -5302492.082266 + Penalty 5185.358028 = -5297306.724238
  nChanged 5
		SP:Iteration 54Q (3536.520000 sec): 3 clusters
  Score: Raw -5302493.684020 + Penalty 5185.358028 = -5297308.325992
  nChanged 3
		SP:Iteration 55Q (3536.610000 sec): 3 clusters
  Score: Raw -5302494.820241 + Penalty 5185.358028 = -5297309.462213
  nChanged 5
		SP:Iteration 56Q (3536.700000 sec): 3 clusters
  Score: Raw -5302496.561306 + Penalty 5185.358028 = -5297311.203278
  nChanged 5
		SP:Iteration 57Q (3536.790000 sec): 3 clusters
  Score: Raw -5302498.489650 + Penalty 5185.358028 = -5297313.131622
  nChanged 3
		SP:Iteration 58Q (3536.890000 sec): 3 clusters
  Score: Raw -5302499.019902 + Penalty 5185.358028 = -5297313.661874
  nChanged 0
		SP:Iteration 59F (3537.010000 sec): 3 clusters
  Score: Raw -5302499.019902 + Penalty 5185.358028 = -5297313.661874
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 31 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3537.030000 sec): 2 clusters
  Score: Raw -27088.895071 + Penalty 1372.280593 = -25716.614478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3537.030000 sec): 3 clusters
  Score: Raw -27333.630637 + Penalty 2744.561186 = -24589.069450
  nChanged 41
		SP:Iteration 1F (3537.030000 sec): 3 clusters
  Score: Raw -27490.930305 + Penalty 2744.561186 = -24746.369119
  nChanged 10
		SP:Iteration 2Q (3537.030000 sec): 3 clusters
  Score: Raw -27521.541848 + Penalty 2744.561186 = -24776.980661
  nChanged 2
		SP:Iteration 3Q (3537.030000 sec): 3 clusters
  Score: Raw -27529.778460 + Penalty 2744.561186 = -24785.217273
  nChanged 2
		SP:Iteration 4Q (3537.040000 sec): 3 clusters
  Score: Raw -27544.897538 + Penalty 2744.561186 = -24800.336352
  nChanged 5
		SP:Iteration 5Q (3537.040000 sec): 3 clusters
  Score: Raw -27574.484047 + Penalty 2744.561186 = -24829.922860
  nChanged 4
		SP:Iteration 6Q (3537.040000 sec): 3 clusters
  Score: Raw -27590.651455 + Penalty 2744.561186 = -24846.090268
  nChanged 0
		SP:Iteration 7F (3537.040000 sec): 3 clusters
  Score: Raw -27590.651455 + Penalty 2744.561186 = -24846.090268
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 32 (721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3537.040000 sec): 2 clusters
  Score: Raw -92353.119768 + Penalty 1631.998506 = -90721.121262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3537.040000 sec): 3 clusters
  Score: Raw -92281.274667 + Penalty 3263.997012 = -89017.277655
  nChanged 176
		SP:Iteration 1F (3537.050000 sec): 3 clusters
  Score: Raw -92607.174715 + Penalty 3263.997012 = -89343.177703
  nChanged 73
		SP:Iteration 2F (3537.050000 sec): 3 clusters
  Score: Raw -92840.009766 + Penalty 3263.997012 = -89576.012754
  nChanged 50
		SP:Iteration 3F (3537.050000 sec): 3 clusters
  Score: Raw -93085.582871 + Penalty 3263.997012 = -89821.585858
  nChanged 41
		SP:Iteration 4F (3537.060000 sec): 3 clusters
  Score: Raw -93250.997706 + Penalty 3263.997012 = -89987.000694
  nChanged 33
		SP:Iteration 5Q (3537.060000 sec): 3 clusters
  Score: Raw -93370.370722 + Penalty 3263.997012 = -90106.373710
  nChanged 30
		SP:Iteration 6Q (3537.060000 sec): 3 clusters
  Score: Raw -93474.642209 + Penalty 3263.997012 = -90210.645197
  nChanged 28
		SP:Iteration 7Q (3537.060000 sec): 3 clusters
  Score: Raw -93552.869426 + Penalty 3263.997012 = -90288.872414
  nChanged 17
		SP:Iteration 8Q (3537.060000 sec): 3 clusters
  Score: Raw -93603.339675 + Penalty 3263.997012 = -90339.342663
  nChanged 13
		SP:Iteration 9Q (3537.070000 sec): 3 clusters
  Score: Raw -93637.550941 + Penalty 3263.997012 = -90373.553929
  nChanged 8
		SP:Iteration 10Q (3537.070000 sec): 3 clusters
  Score: Raw -93674.454696 + Penalty 3263.997012 = -90410.457684
  nChanged 8
		SP:Iteration 11Q (3537.070000 sec): 3 clusters
  Score: Raw -93715.796418 + Penalty 3263.997012 = -90451.799406
  nChanged 5
		SP:Iteration 12Q (3537.070000 sec): 3 clusters
  Score: Raw -93747.674826 + Penalty 3263.997012 = -90483.677814
  nChanged 2
		SP:Iteration 13Q (3537.080000 sec): 3 clusters
  Score: Raw -93753.771000 + Penalty 3263.997012 = -90489.773988
  nChanged 1
		SP:Iteration 14Q (3537.080000 sec): 3 clusters
  Score: Raw -93754.785939 + Penalty 3263.997012 = -90490.788927
  nChanged 0
		SP:Iteration 15F (3537.080000 sec): 3 clusters
  Score: Raw -93755.784869 + Penalty 3263.997012 = -90491.787857
  nChanged 1
		SP:Iteration 16Q (3537.080000 sec): 3 clusters
  Score: Raw -93759.701623 + Penalty 3263.997012 = -90495.704611
  nChanged 3
		SP:Iteration 17Q (3537.080000 sec): 3 clusters
  Score: Raw -93766.862521 + Penalty 3263.997012 = -90502.865509
  nChanged 2
		SP:Iteration 18Q (3537.080000 sec): 3 clusters
  Score: Raw -93776.144783 + Penalty 3263.997012 = -90512.147771
  nChanged 2
		SP:Iteration 19Q (3537.090000 sec): 3 clusters
  Score: Raw -93782.312505 + Penalty 3263.997012 = -90518.315493
  nChanged 1
		SP:Iteration 20F (3537.090000 sec): 3 clusters
  Score: Raw -93783.375573 + Penalty 3263.997012 = -90519.378561
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 33 (193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3537.090000 sec): 2 clusters
  Score: Raw -25068.601729 + Penalty 1305.147167 = -23763.454562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3537.100000 sec): 3 clusters
  Score: Raw -25470.422259 + Penalty 2610.294334 = -22860.127925
  nChanged 13
		SP:Iteration 1F (3537.100000 sec): 3 clusters
  Score: Raw -25538.274646 + Penalty 2610.294334 = -22927.980312
  nChanged 4
		SP:Iteration 2Q (3537.100000 sec): 3 clusters
  Score: Raw -25584.555245 + Penalty 2610.294334 = -22974.260911
  nChanged 4
		SP:Iteration 3Q (3537.100000 sec): 3 clusters
  Score: Raw -25625.076853 + Penalty 2610.294334 = -23014.782519
  nChanged 1
		SP:Iteration 4Q (3537.100000 sec): 3 clusters
  Score: Raw -25685.081635 + Penalty 2610.294334 = -23074.787301
  nChanged 4
		SP:Iteration 5Q (3537.100000 sec): 3 clusters
  Score: Raw -25701.019707 + Penalty 2610.294334 = -23090.725373
  nChanged 1
		SP:Iteration 6Q (3537.100000 sec): 3 clusters
  Score: Raw -25703.245500 + Penalty 2610.294334 = -23092.951166
  nChanged 0
		SP:Iteration 7F (3537.100000 sec): 3 clusters
  Score: Raw -25703.245500 + Penalty 2610.294334 = -23092.951166
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 34 (932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3537.100000 sec): 2 clusters
  Score: Raw -123633.679705 + Penalty 1695.658538 = -121938.021167
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3537.110000 sec): 3 clusters
  Score: Raw -123492.657673 + Penalty 3391.317076 = -120101.340597
  nChanged 247
		SP:Iteration 1F (3537.110000 sec): 3 clusters
  Score: Raw -123801.991881 + Penalty 3391.317076 = -120410.674805
  nChanged 61
		SP:Iteration 2F (3537.120000 sec): 3 clusters
  Score: Raw -123897.388079 + Penalty 3391.317076 = -120506.071003
  nChanged 31
		SP:Iteration 3Q (3537.120000 sec): 3 clusters
  Score: Raw -123957.961341 + Penalty 3391.317076 = -120566.644265
  nChanged 19
		SP:Iteration 4Q (3537.120000 sec): 3 clusters
  Score: Raw -123994.147929 + Penalty 3391.317076 = -120602.830853
  nChanged 19
		SP:Iteration 5Q (3537.120000 sec): 3 clusters
  Score: Raw -124028.960445 + Penalty 3391.317076 = -120637.643369
  nChanged 19
		SP:Iteration 6Q (3537.130000 sec): 3 clusters
  Score: Raw -124059.524751 + Penalty 3391.317076 = -120668.207675
  nChanged 18
		SP:Iteration 7Q (3537.130000 sec): 3 clusters
  Score: Raw -124095.683267 + Penalty 3391.317076 = -120704.366191
  nChanged 20
		SP:Iteration 8Q (3537.140000 sec): 3 clusters
  Score: Raw -124139.169278 + Penalty 3391.317076 = -120747.852202
  nChanged 16
		SP:Iteration 9Q (3537.140000 sec): 3 clusters
  Score: Raw -124162.931164 + Penalty 3391.317076 = -120771.614088
  nChanged 5
		SP:Iteration 10Q (3537.140000 sec): 3 clusters
  Score: Raw -124171.090982 + Penalty 3391.317076 = -120779.773906
  nChanged 4
		SP:Iteration 11Q (3537.140000 sec): 3 clusters
  Score: Raw -124175.286646 + Penalty 3391.317076 = -120783.969570
  nChanged 3
		SP:Iteration 12Q (3537.150000 sec): 3 clusters
  Score: Raw -124181.001323 + Penalty 3391.317076 = -120789.684247
  nChanged 4
		SP:Iteration 13Q (3537.150000 sec): 3 clusters
  Score: Raw -124187.120986 + Penalty 3391.317076 = -120795.803910
  nChanged 3
		SP:Iteration 14Q (3537.160000 sec): 3 clusters
  Score: Raw -124189.823656 + Penalty 3391.317076 = -120798.506580
  nChanged 3
		SP:Iteration 15Q (3537.160000 sec): 3 clusters
  Score: Raw -124193.036608 + Penalty 3391.317076 = -120801.719532
  nChanged 2
		SP:Iteration 16Q (3537.160000 sec): 3 clusters
  Score: Raw -124195.704700 + Penalty 3391.317076 = -120804.387624
  nChanged 0
		SP:Iteration 17F (3537.160000 sec): 3 clusters
  Score: Raw -124195.704700 + Penalty 3391.317076 = -120804.387624
  nChanged 0
------ Evaluating fit on full set of 2436854 points ------
  Score: Raw -352816476.147072 + Penalty 124002.833727 = -352692473.313345
Time taken for this iteration:3611.960000 seconds.
 20->35 Clusters: Score -352692473.313345, best is 100000000000000005366162204393472.000000
THE BEST YET!


Starting from 21 clusters...
Memory request: 1.51 GB would take us to total of 6.05 GB.
------ Running on subset of 812284 points ------
	SP: Assigned 21 initial classes randomly.
Deleting Class 11 (5988 points): Lose 1050.762023 but Gain 3374.686117
Iteration 0F (3668.450000 sec): 20 clusters
  Score: Raw -109085892.983005 + Penalty 64119.036229 = -109021773.946777
  nChanged 771082
Iteration 1F (3689.230000 sec): 20 clusters
  Score: Raw -115494546.632043 + Penalty 64119.036229 = -115430427.595814
  nChanged 304128
Iteration 2F (3709.980000 sec): 20 clusters
  Score: Raw -116183551.210142 + Penalty 64119.036229 = -116119432.173913
  nChanged 228801
Iteration 3F (3730.720000 sec): 20 clusters
  Score: Raw -116652827.630807 + Penalty 64119.036229 = -116588708.594578
  nChanged 160119
Iteration 4F (3751.480000 sec): 20 clusters
  Score: Raw -116999749.253840 + Penalty 64119.036229 = -116935630.217611
  nChanged 111472
Iteration 5F (3772.200000 sec): 20 clusters
  Score: Raw -117118067.410929 + Penalty 64119.036229 = -117053948.374701
  nChanged 79079
Deleting Class 4 (2351 points): Lose 2385.924232 but Gain 3374.686117
Iteration 6F (3792.940000 sec): 19 clusters
  Score: Raw -117181740.343890 + Penalty 60744.350111 = -117120995.993779
  nChanged 62795
Iteration 7F (3812.610000 sec): 19 clusters
  Score: Raw -117234931.959242 + Penalty 60744.350111 = -117174187.609131
  nChanged 49806
Iteration 8F (3832.350000 sec): 19 clusters
  Score: Raw -117271437.928023 + Penalty 60744.350111 = -117210693.577911
  nChanged 43246
Iteration 9F (3852.010000 sec): 19 clusters
  Score: Raw -117303021.579595 + Penalty 60744.350111 = -117242277.229484
  nChanged 38409
Iteration 10Q (3860.010000 sec): 19 clusters
  Score: Raw -117333174.280454 + Penalty 60744.350111 = -117272429.930343
  nChanged 34840
Iteration 11Q (3867.720000 sec): 19 clusters
  Score: Raw -117358511.837457 + Penalty 60744.350111 = -117297767.487345
  nChanged 30747
Iteration 12Q (3875.190000 sec): 19 clusters
  Score: Raw -117377923.831248 + Penalty 60744.350111 = -117317179.481137
  nChanged 26382
Iteration 13Q (3882.480000 sec): 19 clusters
  Score: Raw -117393122.323123 + Penalty 60744.350111 = -117332377.973012
  nChanged 21900
Deleting Class 3 (2767 points): Lose 3014.816330 but Gain 3374.686117
Iteration 14Q (3889.610000 sec): 18 clusters
  Score: Raw -117400815.043603 + Penalty 57369.663994 = -117343445.379609
  nChanged 20698
Iteration 15Q (3896.450000 sec): 18 clusters
  Score: Raw -117412377.104331 + Penalty 57369.663994 = -117355007.440337
  nChanged 14967
Iteration 16Q (3903.120000 sec): 18 clusters
  Score: Raw -117417593.408585 + Penalty 57369.663994 = -117360223.744590
  nChanged 12302
Iteration 17Q (3909.660000 sec): 18 clusters
  Score: Raw -117421621.372208 + Penalty 57369.663994 = -117364251.708214
  nChanged 10955
Iteration 18Q (3916.150000 sec): 18 clusters
  Score: Raw -117425226.605719 + Penalty 57369.663994 = -117367856.941725
  nChanged 9873
Iteration 19Q (3922.570000 sec): 18 clusters
  Score: Raw -117428556.456671 + Penalty 57369.663994 = -117371186.792677
  nChanged 9018
Writing temp clu file 
Because OldScore, -117367856.941725, is greater than current (better) Score,-117371186.792677 
 Compute initial score before splitting:   Score: Raw -117428556.456671 + Penalty 57369.663994 = -117371186.792677
Memory request: 0.04 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (21153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3922.800000 sec): 2 clusters
  Score: Raw -3137695.558714 + Penalty 2469.965181 = -3135225.593534
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3922.880000 sec): 3 clusters
  Score: Raw -3125363.036610 + Penalty 4939.930361 = -3120423.106249
  nChanged 9309
		SP:Iteration 1F (3922.950000 sec): 3 clusters
  Score: Raw -3130496.869429 + Penalty 4939.930361 = -3125556.939068
  nChanged 1248
		SP:Iteration 2F (3923.030000 sec): 3 clusters
  Score: Raw -3131456.615789 + Penalty 4939.930361 = -3126516.685428
  nChanged 1570
		SP:Iteration 3F (3923.110000 sec): 3 clusters
  Score: Raw -3133189.981397 + Penalty 4939.930361 = -3128250.051036
  nChanged 2100
		SP:Iteration 4F (3923.190000 sec): 3 clusters
  Score: Raw -3135576.790171 + Penalty 4939.930361 = -3130636.859810
  nChanged 2139
		SP:Iteration 5F (3923.260000 sec): 3 clusters
  Score: Raw -3137831.982004 + Penalty 4939.930361 = -3132892.051643
  nChanged 1648
		SP:Iteration 6F (3923.340000 sec): 3 clusters
  Score: Raw -3139541.706689 + Penalty 4939.930361 = -3134601.776328
  nChanged 1046
		SP:Iteration 7Q (3923.410000 sec): 3 clusters
  Score: Raw -3140793.793308 + Penalty 4939.930361 = -3135853.862947
  nChanged 537
		SP:Iteration 8Q (3923.490000 sec): 3 clusters
  Score: Raw -3141455.521758 + Penalty 4939.930361 = -3136515.591397
  nChanged 314
		SP:Iteration 9Q (3923.550000 sec): 3 clusters
  Score: Raw -3141731.810220 + Penalty 4939.930361 = -3136791.879859
  nChanged 212
		SP:Iteration 10Q (3923.610000 sec): 3 clusters
  Score: Raw -3141866.887950 + Penalty 4939.930361 = -3136926.957589
  nChanged 118
		SP:Iteration 11Q (3923.670000 sec): 3 clusters
  Score: Raw -3141923.081663 + Penalty 4939.930361 = -3136983.151302
  nChanged 77
		SP:Iteration 12Q (3923.730000 sec): 3 clusters
  Score: Raw -3141947.264823 + Penalty 4939.930361 = -3137007.334462
  nChanged 54
		SP:Iteration 13Q (3923.790000 sec): 3 clusters
  Score: Raw -3141960.855829 + Penalty 4939.930361 = -3137020.925467
  nChanged 34
		SP:Iteration 14Q (3923.850000 sec): 3 clusters
  Score: Raw -3141969.385917 + Penalty 4939.930361 = -3137029.455556
  nChanged 17
		SP:Iteration 15Q (3923.910000 sec): 3 clusters
  Score: Raw -3141973.056437 + Penalty 4939.930361 = -3137033.126076
  nChanged 17
		SP:Iteration 16Q (3923.970000 sec): 3 clusters
  Score: Raw -3141976.395076 + Penalty 4939.930361 = -3137036.464715
  nChanged 8
		SP:Iteration 17Q (3924.020000 sec): 3 clusters
  Score: Raw -3141977.918611 + Penalty 4939.930361 = -3137037.988250
  nChanged 5
		SP:Iteration 18Q (3924.080000 sec): 3 clusters
  Score: Raw -3141979.015617 + Penalty 4939.930361 = -3137039.085256
  nChanged 3
		SP:Iteration 19Q (3924.140000 sec): 3 clusters
  Score: Raw -3141979.473123 + Penalty 4939.930361 = -3137039.542762
  nChanged 1
		SP:Iteration 20F (3924.210000 sec): 3 clusters
  Score: Raw -3141979.568230 + Penalty 4939.930361 = -3137039.637869
  nChanged 1
		SP:Iteration 21Q (3924.270000 sec): 3 clusters
  Score: Raw -3141979.688147 + Penalty 4939.930361 = -3137039.757786
  nChanged 1
		SP:Iteration 22Q (3924.330000 sec): 3 clusters
  Score: Raw -3141979.892906 + Penalty 4939.930361 = -3137039.962545
  nChanged 2
		SP:Iteration 23Q (3924.390000 sec): 3 clusters
  Score: Raw -3141980.241548 + Penalty 4939.930361 = -3137040.311187
  nChanged 4
		SP:Iteration 24Q (3924.450000 sec): 3 clusters
  Score: Raw -3141980.597460 + Penalty 4939.930361 = -3137040.667099
  nChanged 3
		SP:Iteration 25Q (3924.510000 sec): 3 clusters
  Score: Raw -3141980.884022 + Penalty 4939.930361 = -3137040.953661
  nChanged 0
		SP:Iteration 26F (3924.590000 sec): 3 clusters
  Score: Raw -3141980.884022 + Penalty 4939.930361 = -3137040.953661
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 3.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (2433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3924.610000 sec): 2 clusters
  Score: Raw -350604.632572 + Penalty 1933.626325 = -348671.006247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3924.620000 sec): 3 clusters
  Score: Raw -349598.721001 + Penalty 3867.252650 = -345731.468351
  nChanged 838
		SP:Iteration 1F (3924.630000 sec): 3 clusters
  Score: Raw -350134.405996 + Penalty 3867.252650 = -346267.153346
  nChanged 175
		SP:Iteration 2F (3924.630000 sec): 3 clusters
  Score: Raw -350273.665589 + Penalty 3867.252650 = -346406.412939
  nChanged 116
		SP:Iteration 3Q (3924.640000 sec): 3 clusters
  Score: Raw -350348.437756 + Penalty 3867.252650 = -346481.185106
  nChanged 59
		SP:Iteration 4Q (3924.650000 sec): 3 clusters
  Score: Raw -350389.296562 + Penalty 3867.252650 = -346522.043912
  nChanged 54
		SP:Iteration 5Q (3924.660000 sec): 3 clusters
  Score: Raw -350424.355866 + Penalty 3867.252650 = -346557.103216
  nChanged 37
		SP:Iteration 6Q (3924.670000 sec): 3 clusters
  Score: Raw -350447.502545 + Penalty 3867.252650 = -346580.249895
  nChanged 39
		SP:Iteration 7Q (3924.680000 sec): 3 clusters
  Score: Raw -350470.015501 + Penalty 3867.252650 = -346602.762851
  nChanged 27
		SP:Iteration 8Q (3924.690000 sec): 3 clusters
  Score: Raw -350486.525957 + Penalty 3867.252650 = -346619.273307
  nChanged 19
		SP:Iteration 9Q (3924.690000 sec): 3 clusters
  Score: Raw -350498.547507 + Penalty 3867.252650 = -346631.294857
  nChanged 17
		SP:Iteration 10Q (3924.710000 sec): 3 clusters
  Score: Raw -350511.090188 + Penalty 3867.252650 = -346643.837538
  nChanged 16
		SP:Iteration 11Q (3924.710000 sec): 3 clusters
  Score: Raw -350520.214105 + Penalty 3867.252650 = -346652.961455
  nChanged 16
		SP:Iteration 12Q (3924.720000 sec): 3 clusters
  Score: Raw -350528.914439 + Penalty 3867.252650 = -346661.661789
  nChanged 13
		SP:Iteration 13Q (3924.730000 sec): 3 clusters
  Score: Raw -350534.781174 + Penalty 3867.252650 = -346667.528524
  nChanged 4
		SP:Iteration 14Q (3924.740000 sec): 3 clusters
  Score: Raw -350537.170723 + Penalty 3867.252650 = -346669.918073
  nChanged 4
		SP:Iteration 15Q (3924.750000 sec): 3 clusters
  Score: Raw -350539.321297 + Penalty 3867.252650 = -346672.068647
  nChanged 3
		SP:Iteration 16Q (3924.760000 sec): 3 clusters
  Score: Raw -350540.839898 + Penalty 3867.252650 = -346673.587248
  nChanged 8
		SP:Iteration 17Q (3924.770000 sec): 3 clusters
  Score: Raw -350545.548326 + Penalty 3867.252650 = -346678.295676
  nChanged 6
		SP:Iteration 18Q (3924.770000 sec): 3 clusters
  Score: Raw -350549.797298 + Penalty 3867.252650 = -346682.544648
  nChanged 4
		SP:Iteration 19Q (3924.780000 sec): 3 clusters
  Score: Raw -350551.461596 + Penalty 3867.252650 = -346684.208946
  nChanged 2
		SP:Iteration 20F (3924.790000 sec): 3 clusters
  Score: Raw -350553.462818 + Penalty 3867.252650 = -346686.210168
  nChanged 6
		SP:Iteration 21Q (3924.800000 sec): 3 clusters
  Score: Raw -350557.943832 + Penalty 3867.252650 = -346690.691182
  nChanged 3
		SP:Iteration 22Q (3924.810000 sec): 3 clusters
  Score: Raw -350559.330020 + Penalty 3867.252650 = -346692.077370
  nChanged 0
		SP:Iteration 23F (3924.820000 sec): 3 clusters
  Score: Raw -350559.330020 + Penalty 3867.252650 = -346692.077370
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (11305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3924.860000 sec): 2 clusters
  Score: Raw -1545194.791189 + Penalty 2314.584095 = -1542880.207093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3924.900000 sec): 3 clusters
  Score: Raw -1539134.616360 + Penalty 4629.168191 = -1534505.448169
  nChanged 4744
		SP:Iteration 1F (3924.940000 sec): 3 clusters
  Score: Raw -1542109.244178 + Penalty 4629.168191 = -1537480.075987
  nChanged 983
		SP:Iteration 2F (3924.980000 sec): 3 clusters
  Score: Raw -1543033.078272 + Penalty 4629.168191 = -1538403.910081
  nChanged 980
		SP:Iteration 3F (3925.020000 sec): 3 clusters
  Score: Raw -1544341.330750 + Penalty 4629.168191 = -1539712.162559
  nChanged 1003
		SP:Iteration 4F (3925.060000 sec): 3 clusters
  Score: Raw -1545813.454198 + Penalty 4629.168191 = -1541184.286007
  nChanged 983
		SP:Iteration 5F (3925.100000 sec): 3 clusters
  Score: Raw -1547201.989752 + Penalty 4629.168191 = -1542572.821561
  nChanged 816
		SP:Iteration 6F (3925.150000 sec): 3 clusters
  Score: Raw -1548180.733891 + Penalty 4629.168191 = -1543551.565700
  nChanged 597
		SP:Iteration 7F (3925.190000 sec): 3 clusters
  Score: Raw -1548894.735745 + Penalty 4629.168191 = -1544265.567555
  nChanged 480
		SP:Iteration 8Q (3925.220000 sec): 3 clusters
  Score: Raw -1549601.830993 + Penalty 4629.168191 = -1544972.662802
  nChanged 363
		SP:Iteration 9Q (3925.260000 sec): 3 clusters
  Score: Raw -1550249.008583 + Penalty 4629.168191 = -1545619.840392
  nChanged 320
		SP:Iteration 10Q (3925.290000 sec): 3 clusters
  Score: Raw -1551112.739429 + Penalty 4629.168191 = -1546483.571238
  nChanged 269
		SP:Iteration 11Q (3925.320000 sec): 3 clusters
  Score: Raw -1551630.118027 + Penalty 4629.168191 = -1547000.949837
  nChanged 166
		SP:Iteration 12Q (3925.350000 sec): 3 clusters
  Score: Raw -1551855.959885 + Penalty 4629.168191 = -1547226.791695
  nChanged 131
		SP:Iteration 13Q (3925.390000 sec): 3 clusters
  Score: Raw -1551968.879562 + Penalty 4629.168191 = -1547339.711372
  nChanged 100
		SP:Iteration 14Q (3925.420000 sec): 3 clusters
  Score: Raw -1552036.060768 + Penalty 4629.168191 = -1547406.892578
  nChanged 62
		SP:Iteration 15Q (3925.450000 sec): 3 clusters
  Score: Raw -1552065.873358 + Penalty 4629.168191 = -1547436.705167
  nChanged 54
		SP:Iteration 16Q (3925.480000 sec): 3 clusters
  Score: Raw -1552088.637097 + Penalty 4629.168191 = -1547459.468907
  nChanged 37
		SP:Iteration 17Q (3925.510000 sec): 3 clusters
  Score: Raw -1552103.864581 + Penalty 4629.168191 = -1547474.696391
  nChanged 27
		SP:Iteration 18Q (3925.540000 sec): 3 clusters
  Score: Raw -1552114.496794 + Penalty 4629.168191 = -1547485.328603
  nChanged 25
		SP:Iteration 19Q (3925.570000 sec): 3 clusters
  Score: Raw -1552122.178162 + Penalty 4629.168191 = -1547493.009971
  nChanged 18
		SP:Iteration 20F (3925.610000 sec): 3 clusters
  Score: Raw -1552130.014371 + Penalty 4629.168191 = -1547500.846181
  nChanged 15
		SP:Iteration 21Q (3925.640000 sec): 3 clusters
  Score: Raw -1552135.581058 + Penalty 4629.168191 = -1547506.412868
  nChanged 20
		SP:Iteration 22Q (3925.670000 sec): 3 clusters
  Score: Raw -1552142.409500 + Penalty 4629.168191 = -1547513.241310
  nChanged 14
		SP:Iteration 23Q (3925.710000 sec): 3 clusters
  Score: Raw -1552147.050683 + Penalty 4629.168191 = -1547517.882492
  nChanged 11
		SP:Iteration 24Q (3925.740000 sec): 3 clusters
  Score: Raw -1552151.598726 + Penalty 4629.168191 = -1547522.430535
  nChanged 11
		SP:Iteration 25Q (3925.770000 sec): 3 clusters
  Score: Raw -1552155.063298 + Penalty 4629.168191 = -1547525.895108
  nChanged 11
		SP:Iteration 26Q (3925.800000 sec): 3 clusters
  Score: Raw -1552157.775017 + Penalty 4629.168191 = -1547528.606826
  nChanged 6
		SP:Iteration 27Q (3925.830000 sec): 3 clusters
  Score: Raw -1552159.158704 + Penalty 4629.168191 = -1547529.990513
  nChanged 4
		SP:Iteration 28Q (3925.860000 sec): 3 clusters
  Score: Raw -1552160.327267 + Penalty 4629.168191 = -1547531.159076
  nChanged 3
		SP:Iteration 29Q (3925.890000 sec): 3 clusters
  Score: Raw -1552161.134544 + Penalty 4629.168191 = -1547531.966353
  nChanged 3
		SP:Iteration 30Q (3925.920000 sec): 3 clusters
  Score: Raw -1552161.616666 + Penalty 4629.168191 = -1547532.448475
  nChanged 1
		SP:Iteration 31Q (3925.950000 sec): 3 clusters
  Score: Raw -1552161.805579 + Penalty 4629.168191 = -1547532.637388
  nChanged 1
		SP:Iteration 32Q (3925.990000 sec): 3 clusters
  Score: Raw -1552161.998404 + Penalty 4629.168191 = -1547532.830213
  nChanged 1
		SP:Iteration 33Q (3926.020000 sec): 3 clusters
  Score: Raw -1552162.207362 + Penalty 4629.168191 = -1547533.039171
  nChanged 0
		SP:Iteration 34F (3926.060000 sec): 3 clusters
  Score: Raw -1552162.207362 + Penalty 4629.168191 = -1547533.039171
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 4.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (1994 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3926.070000 sec): 2 clusters
  Score: Raw -290417.995594 + Penalty 1884.278692 = -288533.716902
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3926.080000 sec): 3 clusters
  Score: Raw -289704.921080 + Penalty 3768.557383 = -285936.363697
  nChanged 618
		SP:Iteration 1F (3926.090000 sec): 3 clusters
  Score: Raw -290382.311142 + Penalty 3768.557383 = -286613.753758
  nChanged 196
		SP:Iteration 2F (3926.090000 sec): 3 clusters
  Score: Raw -290658.531001 + Penalty 3768.557383 = -286889.973618
  nChanged 134
		SP:Iteration 3F (3926.100000 sec): 3 clusters
  Score: Raw -290858.496903 + Penalty 3768.557383 = -287089.939519
  nChanged 113
		SP:Iteration 4F (3926.110000 sec): 3 clusters
  Score: Raw -291089.604171 + Penalty 3768.557383 = -287321.046787
  nChanged 96
		SP:Iteration 5Q (3926.110000 sec): 3 clusters
  Score: Raw -291398.908665 + Penalty 3768.557383 = -287630.351281
  nChanged 98
		SP:Iteration 6Q (3926.120000 sec): 3 clusters
  Score: Raw -291745.237282 + Penalty 3768.557383 = -287976.679899
  nChanged 96
		SP:Iteration 7Q (3926.130000 sec): 3 clusters
  Score: Raw -291948.855219 + Penalty 3768.557383 = -288180.297836
  nChanged 88
		SP:Iteration 8Q (3926.130000 sec): 3 clusters
  Score: Raw -292118.307779 + Penalty 3768.557383 = -288349.750395
  nChanged 76
		SP:Iteration 9Q (3926.140000 sec): 3 clusters
  Score: Raw -292264.368054 + Penalty 3768.557383 = -288495.810670
  nChanged 71
		SP:Iteration 10Q (3926.150000 sec): 3 clusters
  Score: Raw -292510.110058 + Penalty 3768.557383 = -288741.552674
  nChanged 80
		SP:Iteration 11Q (3926.150000 sec): 3 clusters
  Score: Raw -292807.047354 + Penalty 3768.557383 = -289038.489971
  nChanged 60
		SP:Iteration 12Q (3926.160000 sec): 3 clusters
  Score: Raw -292935.197256 + Penalty 3768.557383 = -289166.639873
  nChanged 53
		SP:Iteration 13Q (3926.160000 sec): 3 clusters
  Score: Raw -293018.739800 + Penalty 3768.557383 = -289250.182416
  nChanged 38
		SP:Iteration 14Q (3926.170000 sec): 3 clusters
  Score: Raw -293095.324866 + Penalty 3768.557383 = -289326.767483
  nChanged 33
		SP:Iteration 15Q (3926.170000 sec): 3 clusters
  Score: Raw -293159.044356 + Penalty 3768.557383 = -289390.486973
  nChanged 24
		SP:Iteration 16Q (3926.180000 sec): 3 clusters
  Score: Raw -293195.541739 + Penalty 3768.557383 = -289426.984355
  nChanged 13
		SP:Iteration 17Q (3926.190000 sec): 3 clusters
  Score: Raw -293212.225001 + Penalty 3768.557383 = -289443.667618
  nChanged 6
		SP:Iteration 18Q (3926.190000 sec): 3 clusters
  Score: Raw -293218.902039 + Penalty 3768.557383 = -289450.344656
  nChanged 3
		SP:Iteration 19Q (3926.190000 sec): 3 clusters
  Score: Raw -293220.763216 + Penalty 3768.557383 = -289452.205833
  nChanged 1
		SP:Iteration 20F (3926.200000 sec): 3 clusters
  Score: Raw -293221.428461 + Penalty 3768.557383 = -289452.871078
  nChanged 2
		SP:Iteration 21Q (3926.210000 sec): 3 clusters
  Score: Raw -293222.916853 + Penalty 3768.557383 = -289454.359469
  nChanged 1
		SP:Iteration 22Q (3926.210000 sec): 3 clusters
  Score: Raw -293223.377728 + Penalty 3768.557383 = -289454.820344
  nChanged 1
		SP:Iteration 23Q (3926.220000 sec): 3 clusters
  Score: Raw -293224.948761 + Penalty 3768.557383 = -289456.391377
  nChanged 1
		SP:Iteration 24Q (3926.220000 sec): 3 clusters
  Score: Raw -293225.860814 + Penalty 3768.557383 = -289457.303431
  nChanged 0
		SP:Iteration 25F (3926.230000 sec): 3 clusters
  Score: Raw -293225.860814 + Penalty 3768.557383 = -289457.303431
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 11.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (3781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3926.250000 sec): 2 clusters
  Score: Raw -380112.960133 + Penalty 2042.960463 = -378069.999669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3926.260000 sec): 3 clusters
  Score: Raw -379860.370215 + Penalty 4085.920927 = -375774.449288
  nChanged 1634
		SP:Iteration 1F (3926.270000 sec): 3 clusters
  Score: Raw -394246.494726 + Penalty 4085.920927 = -390160.573799
  nChanged 615
		SP:Iteration 2F (3926.290000 sec): 3 clusters
  Score: Raw -400806.945924 + Penalty 4085.920927 = -396721.024998
  nChanged 135
		SP:Iteration 3Q (3926.300000 sec): 3 clusters
  Score: Raw -402776.340619 + Penalty 4085.920927 = -398690.419692
  nChanged 54
		SP:Iteration 4Q (3926.310000 sec): 3 clusters
  Score: Raw -404124.907882 + Penalty 4085.920927 = -400038.986955
  nChanged 34
		SP:Iteration 5Q (3926.320000 sec): 3 clusters
  Score: Raw -405967.125493 + Penalty 4085.920927 = -401881.204566
  nChanged 20
		SP:Iteration 6Q (3926.330000 sec): 3 clusters
  Score: Raw -406505.659156 + Penalty 4085.920927 = -402419.738229
  nChanged 8
		SP:Iteration 7Q (3926.330000 sec): 3 clusters
  Score: Raw -406526.034443 + Penalty 4085.920927 = -402440.113516
  nChanged 0
		SP:Iteration 8F (3926.350000 sec): 3 clusters
  Score: Raw -406622.108279 + Penalty 4085.920927 = -402536.187352
  nChanged 12
		SP:Iteration 9Q (3926.360000 sec): 3 clusters
  Score: Raw -406788.670156 + Penalty 4085.920927 = -402702.749229
  nChanged 14
		SP:Iteration 10Q (3926.370000 sec): 3 clusters
  Score: Raw -406919.347105 + Penalty 4085.920927 = -402833.426178
  nChanged 7
		SP:Iteration 11Q (3926.380000 sec): 3 clusters
  Score: Raw -406958.858937 + Penalty 4085.920927 = -402872.938011
  nChanged 8
		SP:Iteration 12Q (3926.390000 sec): 3 clusters
  Score: Raw -406980.910827 + Penalty 4085.920927 = -402894.989901
  nChanged 4
		SP:Iteration 13Q (3926.390000 sec): 3 clusters
  Score: Raw -407008.356263 + Penalty 4085.920927 = -402922.435336
  nChanged 5
		SP:Iteration 14Q (3926.410000 sec): 3 clusters
  Score: Raw -407031.390313 + Penalty 4085.920927 = -402945.469386
  nChanged 5
		SP:Iteration 15Q (3926.410000 sec): 3 clusters
  Score: Raw -407071.609596 + Penalty 4085.920927 = -402985.688669
  nChanged 4
		SP:Iteration 16Q (3926.420000 sec): 3 clusters
  Score: Raw -407100.355575 + Penalty 4085.920927 = -403014.434648
  nChanged 5
		SP:Iteration 17Q (3926.430000 sec): 3 clusters
  Score: Raw -407109.007666 + Penalty 4085.920927 = -403023.086739
  nChanged 3
		SP:Iteration 18Q (3926.440000 sec): 3 clusters
  Score: Raw -407111.705697 + Penalty 4085.920927 = -403025.784771
  nChanged 0
		SP:Iteration 19F (3926.450000 sec): 3 clusters
  Score: Raw -407173.217567 + Penalty 4085.920927 = -403087.296641
  nChanged 6
		SP:Iteration 20F (3926.470000 sec): 3 clusters
  Score: Raw -407328.120647 + Penalty 4085.920927 = -403242.199720
  nChanged 9
		SP:Iteration 21Q (3926.480000 sec): 3 clusters
  Score: Raw -407504.700397 + Penalty 4085.920927 = -403418.779470
  nChanged 13
		SP:Iteration 22Q (3926.490000 sec): 3 clusters
  Score: Raw -407590.313264 + Penalty 4085.920927 = -403504.392337
  nChanged 12
		SP:Iteration 23Q (3926.500000 sec): 3 clusters
  Score: Raw -407625.551984 + Penalty 4085.920927 = -403539.631057
  nChanged 8
		SP:Iteration 24Q (3926.510000 sec): 3 clusters
  Score: Raw -407648.825000 + Penalty 4085.920927 = -403562.904073
  nChanged 5
		SP:Iteration 25Q (3926.510000 sec): 3 clusters
  Score: Raw -407658.548692 + Penalty 4085.920927 = -403572.627765
  nChanged 4
		SP:Iteration 26Q (3926.530000 sec): 3 clusters
  Score: Raw -407664.467160 + Penalty 4085.920927 = -403578.546234
  nChanged 3
		SP:Iteration 27Q (3926.530000 sec): 3 clusters
  Score: Raw -407666.681635 + Penalty 4085.920927 = -403580.760708
  nChanged 1
		SP:Iteration 28Q (3926.540000 sec): 3 clusters
  Score: Raw -407667.390686 + Penalty 4085.920927 = -403581.469759
  nChanged 1
		SP:Iteration 29Q (3926.550000 sec): 3 clusters
  Score: Raw -407668.382315 + Penalty 4085.920927 = -403582.461388
  nChanged 1
		SP:Iteration 30Q (3926.560000 sec): 3 clusters
  Score: Raw -407668.993021 + Penalty 4085.920927 = -403583.072094
  nChanged 2
		SP:Iteration 31Q (3926.570000 sec): 3 clusters
  Score: Raw -407670.550146 + Penalty 4085.920927 = -403584.629219
  nChanged 0
		SP:Iteration 32F (3926.590000 sec): 3 clusters
  Score: Raw -407671.515040 + Penalty 4085.920927 = -403585.594113
  nChanged 2
		SP:Iteration 33Q (3926.590000 sec): 3 clusters
  Score: Raw -407676.449014 + Penalty 4085.920927 = -403590.528088
  nChanged 3
		SP:Iteration 34Q (3926.600000 sec): 3 clusters
  Score: Raw -407679.310898 + Penalty 4085.920927 = -403593.389971
  nChanged 0
		SP:Iteration 35F (3926.620000 sec): 3 clusters
  Score: Raw -407679.310898 + Penalty 4085.920927 = -403593.389971
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 21.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (91453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3927.030000 sec): 2 clusters
  Score: Raw -13215397.663374 + Penalty 2833.047954 = -13212564.615420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3927.370000 sec): 3 clusters
  Score: Raw -13157213.911837 + Penalty 5666.095907 = -13151547.815929
  nChanged 43002
		SP:Iteration 1F (3927.710000 sec): 3 clusters
  Score: Raw -13182202.247113 + Penalty 5666.095907 = -13176536.151206
  nChanged 4381
		SP:Iteration 2Q (3928.050000 sec): 3 clusters
  Score: Raw -13184356.358102 + Penalty 5666.095907 = -13178690.262194
  nChanged 5659
		SP:Iteration 3F (3928.390000 sec): 3 clusters
  Score: Raw -13187986.038034 + Penalty 5666.095907 = -13182319.942127
  nChanged 7220
		SP:Iteration 4F (3928.730000 sec): 3 clusters
  Score: Raw -13193553.304074 + Penalty 5666.095907 = -13187887.208167
  nChanged 7933
		SP:Iteration 5F (3929.070000 sec): 3 clusters
  Score: Raw -13199898.414965 + Penalty 5666.095907 = -13194232.319058
  nChanged 6949
		SP:Iteration 6F (3929.410000 sec): 3 clusters
  Score: Raw -13204480.637422 + Penalty 5666.095907 = -13198814.541514
  nChanged 4985
		SP:Iteration 7F (3929.750000 sec): 3 clusters
  Score: Raw -13206957.616404 + Penalty 5666.095907 = -13201291.520497
  nChanged 3305
		SP:Iteration 8Q (3930.090000 sec): 3 clusters
  Score: Raw -13208230.060933 + Penalty 5666.095907 = -13202563.965026
  nChanged 2345
		SP:Iteration 9Q (3930.430000 sec): 3 clusters
  Score: Raw -13208987.941394 + Penalty 5666.095907 = -13203321.845486
  nChanged 1797
		SP:Iteration 10Q (3930.770000 sec): 3 clusters
  Score: Raw -13209541.023296 + Penalty 5666.095907 = -13203874.927389
  nChanged 1509
		SP:Iteration 11Q (3931.110000 sec): 3 clusters
  Score: Raw -13209988.766649 + Penalty 5666.095907 = -13204322.670742
  nChanged 1359
		SP:Iteration 12Q (3931.450000 sec): 3 clusters
  Score: Raw -13210422.501027 + Penalty 5666.095907 = -13204756.405120
  nChanged 1351
		SP:Iteration 13Q (3931.790000 sec): 3 clusters
  Score: Raw -13210895.901214 + Penalty 5666.095907 = -13205229.805307
  nChanged 1289
		SP:Iteration 14Q (3932.130000 sec): 3 clusters
  Score: Raw -13211354.311903 + Penalty 5666.095907 = -13205688.215996
  nChanged 1211
		SP:Iteration 15Q (3932.470000 sec): 3 clusters
  Score: Raw -13211855.106909 + Penalty 5666.095907 = -13206189.011002
  nChanged 1266
		SP:Iteration 16Q (3932.810000 sec): 3 clusters
  Score: Raw -13212419.771033 + Penalty 5666.095907 = -13206753.675125
  nChanged 1254
		SP:Iteration 17Q (3933.140000 sec): 3 clusters
  Score: Raw -13213048.194129 + Penalty 5666.095907 = -13207382.098222
  nChanged 1272
		SP:Iteration 18Q (3933.470000 sec): 3 clusters
  Score: Raw -13213775.569410 + Penalty 5666.095907 = -13208109.473503
  nChanged 1324
		SP:Iteration 19Q (3933.800000 sec): 3 clusters
  Score: Raw -13214586.922290 + Penalty 5666.095907 = -13208920.826383
  nChanged 1366
		SP:Iteration 20F (3934.140000 sec): 3 clusters
  Score: Raw -13215465.883668 + Penalty 5666.095907 = -13209799.787760
  nChanged 1356
		SP:Iteration 21Q (3934.440000 sec): 3 clusters
  Score: Raw -13216272.204612 + Penalty 5666.095907 = -13210606.108704
  nChanged 1266
		SP:Iteration 22Q (3934.750000 sec): 3 clusters
  Score: Raw -13216992.306575 + Penalty 5666.095907 = -13211326.210668
  nChanged 1167
		SP:Iteration 23Q (3935.040000 sec): 3 clusters
  Score: Raw -13217597.072252 + Penalty 5666.095907 = -13211930.976345
  nChanged 975
		SP:Iteration 24Q (3935.340000 sec): 3 clusters
  Score: Raw -13217998.186221 + Penalty 5666.095907 = -13212332.090314
  nChanged 753
		SP:Iteration 25Q (3935.630000 sec): 3 clusters
  Score: Raw -13218264.326056 + Penalty 5666.095907 = -13212598.230149
  nChanged 634
		SP:Iteration 26Q (3935.920000 sec): 3 clusters
  Score: Raw -13218471.978412 + Penalty 5666.095907 = -13212805.882504
  nChanged 566
		SP:Iteration 27Q (3936.210000 sec): 3 clusters
  Score: Raw -13218618.942524 + Penalty 5666.095907 = -13212952.846616
  nChanged 447
		SP:Iteration 28Q (3936.500000 sec): 3 clusters
  Score: Raw -13218716.887477 + Penalty 5666.095907 = -13213050.791570
  nChanged 344
		SP:Iteration 29Q (3936.790000 sec): 3 clusters
  Score: Raw -13218785.818558 + Penalty 5666.095907 = -13213119.722650
  nChanged 292
		SP:Iteration 30Q (3937.070000 sec): 3 clusters
  Score: Raw -13218840.123436 + Penalty 5666.095907 = -13213174.027529
  nChanged 288
		SP:Iteration 31Q (3937.360000 sec): 3 clusters
  Score: Raw -13218890.607394 + Penalty 5666.095907 = -13213224.511487
  nChanged 247
		SP:Iteration 32Q (3937.640000 sec): 3 clusters
  Score: Raw -13218928.116354 + Penalty 5666.095907 = -13213262.020447
  nChanged 221
		SP:Iteration 33Q (3937.920000 sec): 3 clusters
  Score: Raw -13218957.662413 + Penalty 5666.095907 = -13213291.566506
  nChanged 186
		SP:Iteration 34Q (3938.200000 sec): 3 clusters
  Score: Raw -13218981.801844 + Penalty 5666.095907 = -13213315.705937
  nChanged 176
		SP:Iteration 35Q (3938.480000 sec): 3 clusters
  Score: Raw -13219003.574975 + Penalty 5666.095907 = -13213337.479068
  nChanged 159
		SP:Iteration 36Q (3938.770000 sec): 3 clusters
  Score: Raw -13219022.187663 + Penalty 5666.095907 = -13213356.091756
  nChanged 154
		SP:Iteration 37Q (3939.050000 sec): 3 clusters
  Score: Raw -13219040.676394 + Penalty 5666.095907 = -13213374.580487
  nChanged 150
		SP:Iteration 38Q (3939.330000 sec): 3 clusters
  Score: Raw -13219056.310497 + Penalty 5666.095907 = -13213390.214590
  nChanged 120
		SP:Iteration 39Q (3939.610000 sec): 3 clusters
  Score: Raw -13219066.906149 + Penalty 5666.095907 = -13213400.810242
  nChanged 106
		SP:Iteration 40F (3939.950000 sec): 3 clusters
  Score: Raw -13219075.759924 + Penalty 5666.095907 = -13213409.664016
  nChanged 98
		SP:Iteration 41Q (3940.240000 sec): 3 clusters
  Score: Raw -13219084.206903 + Penalty 5666.095907 = -13213418.110995
  nChanged 76
		SP:Iteration 42Q (3940.520000 sec): 3 clusters
  Score: Raw -13219089.167452 + Penalty 5666.095907 = -13213423.071545
  nChanged 60
		SP:Iteration 43Q (3940.800000 sec): 3 clusters
  Score: Raw -13219093.173205 + Penalty 5666.095907 = -13213427.077297
  nChanged 48
		SP:Iteration 44Q (3941.090000 sec): 3 clusters
  Score: Raw -13219095.759392 + Penalty 5666.095907 = -13213429.663485
  nChanged 48
		SP:Iteration 45Q (3941.370000 sec): 3 clusters
  Score: Raw -13219098.307052 + Penalty 5666.095907 = -13213432.211144
  nChanged 48
		SP:Iteration 46Q (3941.650000 sec): 3 clusters
  Score: Raw -13219100.449752 + Penalty 5666.095907 = -13213434.353845
  nChanged 37
		SP:Iteration 47Q (3941.930000 sec): 3 clusters
  Score: Raw -13219102.096914 + Penalty 5666.095907 = -13213436.001007
  nChanged 43
		SP:Iteration 48Q (3942.210000 sec): 3 clusters
  Score: Raw -13219104.339577 + Penalty 5666.095907 = -13213438.243670
  nChanged 42
		SP:Iteration 49Q (3942.500000 sec): 3 clusters
  Score: Raw -13219106.123793 + Penalty 5666.095907 = -13213440.027885
  nChanged 31
		SP:Iteration 50Q (3942.790000 sec): 3 clusters
  Score: Raw -13219107.365737 + Penalty 5666.095907 = -13213441.269830
  nChanged 25
		SP:Iteration 51Q (3943.070000 sec): 3 clusters
  Score: Raw -13219108.240664 + Penalty 5666.095907 = -13213442.144757
  nChanged 22
		SP:Iteration 52Q (3943.350000 sec): 3 clusters
  Score: Raw -13219109.029544 + Penalty 5666.095907 = -13213442.933637
  nChanged 29
		SP:Iteration 53Q (3943.630000 sec): 3 clusters
  Score: Raw -13219110.074525 + Penalty 5666.095907 = -13213443.978618
  nChanged 26
		SP:Iteration 54Q (3943.910000 sec): 3 clusters
  Score: Raw -13219110.899164 + Penalty 5666.095907 = -13213444.803257
  nChanged 24
		SP:Iteration 55Q (3944.190000 sec): 3 clusters
  Score: Raw -13219111.683344 + Penalty 5666.095907 = -13213445.587437
  nChanged 19
		SP:Iteration 56Q (3944.480000 sec): 3 clusters
  Score: Raw -13219112.234706 + Penalty 5666.095907 = -13213446.138799
  nChanged 15
		SP:Iteration 57Q (3944.760000 sec): 3 clusters
  Score: Raw -13219112.727330 + Penalty 5666.095907 = -13213446.631422
  nChanged 9
		SP:Iteration 58Q (3945.040000 sec): 3 clusters
  Score: Raw -13219113.123373 + Penalty 5666.095907 = -13213447.027465
  nChanged 10
		SP:Iteration 59Q (3945.320000 sec): 3 clusters
  Score: Raw -13219113.374180 + Penalty 5666.095907 = -13213447.278273
  nChanged 7
		SP:Iteration 60F (3945.660000 sec): 3 clusters
  Score: Raw -13219113.583521 + Penalty 5666.095907 = -13213447.487614
  nChanged 4
		SP:Iteration 61Q (3945.940000 sec): 3 clusters
  Score: Raw -13219113.658932 + Penalty 5666.095907 = -13213447.563025
  nChanged 2
		SP:Iteration 62Q (3946.220000 sec): 3 clusters
  Score: Raw -13219113.682760 + Penalty 5666.095907 = -13213447.586853
  nChanged 2
		SP:Iteration 63Q (3946.500000 sec): 3 clusters
  Score: Raw -13219113.721047 + Penalty 5666.095907 = -13213447.625140
  nChanged 2
		SP:Iteration 64Q (3946.780000 sec): 3 clusters
  Score: Raw -13219113.752337 + Penalty 5666.095907 = -13213447.656430
  nChanged 2
		SP:Iteration 65Q (3947.060000 sec): 3 clusters
  Score: Raw -13219113.801874 + Penalty 5666.095907 = -13213447.705967
  nChanged 2
		SP:Iteration 66Q (3947.350000 sec): 3 clusters
  Score: Raw -13219113.826004 + Penalty 5666.095907 = -13213447.730097
  nChanged 1
		SP:Iteration 67Q (3947.630000 sec): 3 clusters
  Score: Raw -13219113.857372 + Penalty 5666.095907 = -13213447.761465
  nChanged 1
		SP:Iteration 68Q (3947.910000 sec): 3 clusters
  Score: Raw -13219113.886039 + Penalty 5666.095907 = -13213447.790132
  nChanged 1
		SP:Iteration 69Q (3948.190000 sec): 3 clusters
  Score: Raw -13219113.895902 + Penalty 5666.095907 = -13213447.799995
  nChanged 0
		SP:Iteration 70F (3948.530000 sec): 3 clusters
  Score: Raw -13219113.895902 + Penalty 5666.095907 = -13213447.799995
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 22.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (57595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3948.720000 sec): 2 clusters
  Score: Raw -8438685.958060 + Penalty 2718.375377 = -8435967.582683
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3948.930000 sec): 3 clusters
  Score: Raw -8402701.267967 + Penalty 5436.750755 = -8397264.517213
  nChanged 26837
		SP:Iteration 1F (3949.150000 sec): 3 clusters
  Score: Raw -8417837.807049 + Penalty 5436.750755 = -8412401.056294
  nChanged 2578
		SP:Iteration 2Q (3949.360000 sec): 3 clusters
  Score: Raw -8418714.550452 + Penalty 5436.750755 = -8413277.799697
  nChanged 2660
		SP:Iteration 3Q (3949.580000 sec): 3 clusters
  Score: Raw -8419703.331444 + Penalty 5436.750755 = -8414266.580689
  nChanged 2800
		SP:Iteration 4Q (3949.790000 sec): 3 clusters
  Score: Raw -8420866.110022 + Penalty 5436.750755 = -8415429.359268
  nChanged 2989
		SP:Iteration 5F (3950.010000 sec): 3 clusters
  Score: Raw -8422283.716215 + Penalty 5436.750755 = -8416846.965460
  nChanged 3242
		SP:Iteration 6F (3950.220000 sec): 3 clusters
  Score: Raw -8423955.421721 + Penalty 5436.750755 = -8418518.670967
  nChanged 3311
		SP:Iteration 7F (3950.430000 sec): 3 clusters
  Score: Raw -8425638.041927 + Penalty 5436.750755 = -8420201.291172
  nChanged 3140
		SP:Iteration 8F (3950.650000 sec): 3 clusters
  Score: Raw -8427072.877481 + Penalty 5436.750755 = -8421636.126726
  nChanged 2617
		SP:Iteration 9Q (3950.860000 sec): 3 clusters
  Score: Raw -8428097.476330 + Penalty 5436.750755 = -8422660.725576
  nChanged 2177
		SP:Iteration 10Q (3951.080000 sec): 3 clusters
  Score: Raw -8428845.992336 + Penalty 5436.750755 = -8423409.241581
  nChanged 1747
		SP:Iteration 11Q (3951.300000 sec): 3 clusters
  Score: Raw -8429426.694751 + Penalty 5436.750755 = -8423989.943996
  nChanged 1536
		SP:Iteration 12Q (3951.510000 sec): 3 clusters
  Score: Raw -8429944.324089 + Penalty 5436.750755 = -8424507.573334
  nChanged 1391
		SP:Iteration 13Q (3951.730000 sec): 3 clusters
  Score: Raw -8430458.287468 + Penalty 5436.750755 = -8425021.536713
  nChanged 1442
		SP:Iteration 14Q (3951.950000 sec): 3 clusters
  Score: Raw -8431054.076056 + Penalty 5436.750755 = -8425617.325302
  nChanged 1466
		SP:Iteration 15Q (3952.160000 sec): 3 clusters
  Score: Raw -8431745.542377 + Penalty 5436.750755 = -8426308.791623
  nChanged 1486
		SP:Iteration 16Q (3952.370000 sec): 3 clusters
  Score: Raw -8432526.849208 + Penalty 5436.750755 = -8427090.098453
  nChanged 1475
		SP:Iteration 17Q (3952.590000 sec): 3 clusters
  Score: Raw -8433357.986994 + Penalty 5436.750755 = -8427921.236240
  nChanged 1405
		SP:Iteration 18Q (3952.800000 sec): 3 clusters
  Score: Raw -8434147.131343 + Penalty 5436.750755 = -8428710.380589
  nChanged 1282
		SP:Iteration 19Q (3953.010000 sec): 3 clusters
  Score: Raw -8434852.870878 + Penalty 5436.750755 = -8429416.120124
  nChanged 1164
		SP:Iteration 20F (3953.220000 sec): 3 clusters
  Score: Raw -8435449.246069 + Penalty 5436.750755 = -8430012.495314
  nChanged 1007
		SP:Iteration 21Q (3953.410000 sec): 3 clusters
  Score: Raw -8435930.619944 + Penalty 5436.750755 = -8430493.869189
  nChanged 858
		SP:Iteration 22Q (3953.600000 sec): 3 clusters
  Score: Raw -8436314.340564 + Penalty 5436.750755 = -8430877.589810
  nChanged 780
		SP:Iteration 23Q (3953.790000 sec): 3 clusters
  Score: Raw -8436651.147400 + Penalty 5436.750755 = -8431214.396646
  nChanged 723
		SP:Iteration 24Q (3953.970000 sec): 3 clusters
  Score: Raw -8436959.101450 + Penalty 5436.750755 = -8431522.350696
  nChanged 665
		SP:Iteration 25Q (3954.150000 sec): 3 clusters
  Score: Raw -8437250.467818 + Penalty 5436.750755 = -8431813.717063
  nChanged 579
		SP:Iteration 26Q (3954.320000 sec): 3 clusters
  Score: Raw -8437501.552528 + Penalty 5436.750755 = -8432064.801773
  nChanged 515
		SP:Iteration 27Q (3954.490000 sec): 3 clusters
  Score: Raw -8437724.938838 + Penalty 5436.750755 = -8432288.188083
  nChanged 464
		SP:Iteration 28Q (3954.660000 sec): 3 clusters
  Score: Raw -8437929.163820 + Penalty 5436.750755 = -8432492.413065
  nChanged 389
		SP:Iteration 29Q (3954.830000 sec): 3 clusters
  Score: Raw -8438089.002872 + Penalty 5436.750755 = -8432652.252118
  nChanged 350
		SP:Iteration 30Q (3954.990000 sec): 3 clusters
  Score: Raw -8438237.940908 + Penalty 5436.750755 = -8432801.190154
  nChanged 308
		SP:Iteration 31Q (3955.160000 sec): 3 clusters
  Score: Raw -8438376.286739 + Penalty 5436.750755 = -8432939.535985
  nChanged 281
		SP:Iteration 32Q (3955.320000 sec): 3 clusters
  Score: Raw -8438502.548531 + Penalty 5436.750755 = -8433065.797776
  nChanged 229
		SP:Iteration 33Q (3955.480000 sec): 3 clusters
  Score: Raw -8438612.437170 + Penalty 5436.750755 = -8433175.686416
  nChanged 197
		SP:Iteration 34Q (3955.630000 sec): 3 clusters
  Score: Raw -8438704.865789 + Penalty 5436.750755 = -8433268.115035
  nChanged 138
		SP:Iteration 35Q (3955.790000 sec): 3 clusters
  Score: Raw -8438773.559563 + Penalty 5436.750755 = -8433336.808809
  nChanged 125
		SP:Iteration 36Q (3955.950000 sec): 3 clusters
  Score: Raw -8438831.330461 + Penalty 5436.750755 = -8433394.579707
  nChanged 101
		SP:Iteration 37Q (3956.110000 sec): 3 clusters
  Score: Raw -8438873.951504 + Penalty 5436.750755 = -8433437.200750
  nChanged 79
		SP:Iteration 38Q (3956.260000 sec): 3 clusters
  Score: Raw -8438906.356650 + Penalty 5436.750755 = -8433469.605895
  nChanged 69
		SP:Iteration 39Q (3956.410000 sec): 3 clusters
  Score: Raw -8438931.753259 + Penalty 5436.750755 = -8433495.002505
  nChanged 55
		SP:Iteration 40F (3956.620000 sec): 3 clusters
  Score: Raw -8438955.521434 + Penalty 5436.750755 = -8433518.770679
  nChanged 66
		SP:Iteration 41Q (3956.770000 sec): 3 clusters
  Score: Raw -8438984.089976 + Penalty 5436.750755 = -8433547.339222
  nChanged 60
		SP:Iteration 42Q (3956.920000 sec): 3 clusters
  Score: Raw -8439013.511111 + Penalty 5436.750755 = -8433576.760357
  nChanged 56
		SP:Iteration 43Q (3957.080000 sec): 3 clusters
  Score: Raw -8439040.054364 + Penalty 5436.750755 = -8433603.303609
  nChanged 59
		SP:Iteration 44Q (3957.230000 sec): 3 clusters
  Score: Raw -8439062.074352 + Penalty 5436.750755 = -8433625.323598
  nChanged 49
		SP:Iteration 45Q (3957.380000 sec): 3 clusters
  Score: Raw -8439080.720570 + Penalty 5436.750755 = -8433643.969816
  nChanged 56
		SP:Iteration 46Q (3957.530000 sec): 3 clusters
  Score: Raw -8439102.617665 + Penalty 5436.750755 = -8433665.866911
  nChanged 43
		SP:Iteration 47Q (3957.690000 sec): 3 clusters
  Score: Raw -8439118.887301 + Penalty 5436.750755 = -8433682.136546
  nChanged 34
		SP:Iteration 48Q (3957.840000 sec): 3 clusters
  Score: Raw -8439132.631777 + Penalty 5436.750755 = -8433695.881023
  nChanged 30
		SP:Iteration 49Q (3957.990000 sec): 3 clusters
  Score: Raw -8439145.382269 + Penalty 5436.750755 = -8433708.631514
  nChanged 27
		SP:Iteration 50Q (3958.140000 sec): 3 clusters
  Score: Raw -8439157.903483 + Penalty 5436.750755 = -8433721.152729
  nChanged 27
		SP:Iteration 51Q (3958.290000 sec): 3 clusters
  Score: Raw -8439168.960266 + Penalty 5436.750755 = -8433732.209512
  nChanged 22
		SP:Iteration 52Q (3958.440000 sec): 3 clusters
  Score: Raw -8439177.830256 + Penalty 5436.750755 = -8433741.079501
  nChanged 20
		SP:Iteration 53Q (3958.590000 sec): 3 clusters
  Score: Raw -8439184.933632 + Penalty 5436.750755 = -8433748.182877
  nChanged 20
		SP:Iteration 54Q (3958.730000 sec): 3 clusters
  Score: Raw -8439192.256464 + Penalty 5436.750755 = -8433755.505710
  nChanged 19
		SP:Iteration 55Q (3958.880000 sec): 3 clusters
  Score: Raw -8439201.466253 + Penalty 5436.750755 = -8433764.715499
  nChanged 19
		SP:Iteration 56Q (3959.030000 sec): 3 clusters
  Score: Raw -8439209.570463 + Penalty 5436.750755 = -8433772.819708
  nChanged 15
		SP:Iteration 57Q (3959.180000 sec): 3 clusters
  Score: Raw -8439217.743398 + Penalty 5436.750755 = -8433780.992643
  nChanged 17
		SP:Iteration 58Q (3959.330000 sec): 3 clusters
  Score: Raw -8439224.895124 + Penalty 5436.750755 = -8433788.144370
  nChanged 11
		SP:Iteration 59Q (3959.480000 sec): 3 clusters
  Score: Raw -8439229.750186 + Penalty 5436.750755 = -8433792.999432
  nChanged 10
		SP:Iteration 60F (3959.690000 sec): 3 clusters
  Score: Raw -8439233.631674 + Penalty 5436.750755 = -8433796.880919
  nChanged 8
		SP:Iteration 61Q (3959.830000 sec): 3 clusters
  Score: Raw -8439237.579916 + Penalty 5436.750755 = -8433800.829162
  nChanged 14
		SP:Iteration 62Q (3959.980000 sec): 3 clusters
  Score: Raw -8439245.361228 + Penalty 5436.750755 = -8433808.610473
  nChanged 10
		SP:Iteration 63Q (3960.130000 sec): 3 clusters
  Score: Raw -8439249.760348 + Penalty 5436.750755 = -8433813.009593
  nChanged 15
		SP:Iteration 64Q (3960.280000 sec): 3 clusters
  Score: Raw -8439254.537254 + Penalty 5436.750755 = -8433817.786499
  nChanged 7
		SP:Iteration 65Q (3960.430000 sec): 3 clusters
  Score: Raw -8439256.552483 + Penalty 5436.750755 = -8433819.801728
  nChanged 9
		SP:Iteration 66Q (3960.570000 sec): 3 clusters
  Score: Raw -8439259.013239 + Penalty 5436.750755 = -8433822.262485
  nChanged 2
		SP:Iteration 67Q (3960.720000 sec): 3 clusters
  Score: Raw -8439259.733262 + Penalty 5436.750755 = -8433822.982508
  nChanged 3
		SP:Iteration 68Q (3960.870000 sec): 3 clusters
  Score: Raw -8439260.536891 + Penalty 5436.750755 = -8433823.786136
  nChanged 1
		SP:Iteration 69Q (3961.020000 sec): 3 clusters
  Score: Raw -8439260.748014 + Penalty 5436.750755 = -8433823.997260
  nChanged 1
		SP:Iteration 70Q (3961.170000 sec): 3 clusters
  Score: Raw -8439260.847980 + Penalty 5436.750755 = -8433824.097226
  nChanged 0
		SP:Iteration 71F (3961.370000 sec): 3 clusters
  Score: Raw -8439260.847980 + Penalty 5436.750755 = -8433824.097226
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (3722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3961.410000 sec): 2 clusters
  Score: Raw -522082.777177 + Penalty 2039.060076 = -520043.717100
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3961.430000 sec): 3 clusters
  Score: Raw -520405.480780 + Penalty 4078.120153 = -516327.360627
  nChanged 1304
		SP:Iteration 1F (3961.440000 sec): 3 clusters
  Score: Raw -521211.384949 + Penalty 4078.120153 = -517133.264797
  nChanged 273
		SP:Iteration 2F (3961.450000 sec): 3 clusters
  Score: Raw -521372.435843 + Penalty 4078.120153 = -517294.315690
  nChanged 162
		SP:Iteration 3Q (3961.470000 sec): 3 clusters
  Score: Raw -521467.114234 + Penalty 4078.120153 = -517388.994081
  nChanged 116
		SP:Iteration 4Q (3961.480000 sec): 3 clusters
  Score: Raw -521532.237827 + Penalty 4078.120153 = -517454.117675
  nChanged 101
		SP:Iteration 5Q (3961.490000 sec): 3 clusters
  Score: Raw -521586.427683 + Penalty 4078.120153 = -517508.307530
  nChanged 79
		SP:Iteration 6Q (3961.510000 sec): 3 clusters
  Score: Raw -521622.012019 + Penalty 4078.120153 = -517543.891866
  nChanged 55
		SP:Iteration 7Q (3961.520000 sec): 3 clusters
  Score: Raw -521648.823209 + Penalty 4078.120153 = -517570.703056
  nChanged 50
		SP:Iteration 8Q (3961.530000 sec): 3 clusters
  Score: Raw -521669.596522 + Penalty 4078.120153 = -517591.476370
  nChanged 39
		SP:Iteration 9Q (3961.550000 sec): 3 clusters
  Score: Raw -521687.494058 + Penalty 4078.120153 = -517609.373905
  nChanged 33
		SP:Iteration 10Q (3961.560000 sec): 3 clusters
  Score: Raw -521701.051619 + Penalty 4078.120153 = -517622.931466
  nChanged 28
		SP:Iteration 11Q (3961.570000 sec): 3 clusters
  Score: Raw -521711.536487 + Penalty 4078.120153 = -517633.416335
  nChanged 20
		SP:Iteration 12Q (3961.590000 sec): 3 clusters
  Score: Raw -521722.290283 + Penalty 4078.120153 = -517644.170131
  nChanged 27
		SP:Iteration 13Q (3961.600000 sec): 3 clusters
  Score: Raw -521735.615231 + Penalty 4078.120153 = -517657.495078
  nChanged 29
		SP:Iteration 14Q (3961.610000 sec): 3 clusters
  Score: Raw -521748.576407 + Penalty 4078.120153 = -517670.456255
  nChanged 27
		SP:Iteration 15Q (3961.630000 sec): 3 clusters
  Score: Raw -521758.499636 + Penalty 4078.120153 = -517680.379483
  nChanged 20
		SP:Iteration 16Q (3961.640000 sec): 3 clusters
  Score: Raw -521764.715131 + Penalty 4078.120153 = -517686.594978
  nChanged 12
		SP:Iteration 17Q (3961.650000 sec): 3 clusters
  Score: Raw -521768.170313 + Penalty 4078.120153 = -517690.050160
  nChanged 8
		SP:Iteration 18Q (3961.670000 sec): 3 clusters
  Score: Raw -521771.231420 + Penalty 4078.120153 = -517693.111267
  nChanged 8
		SP:Iteration 19Q (3961.680000 sec): 3 clusters
  Score: Raw -521773.761686 + Penalty 4078.120153 = -517695.641533
  nChanged 11
		SP:Iteration 20F (3961.690000 sec): 3 clusters
  Score: Raw -521778.351327 + Penalty 4078.120153 = -517700.231175
  nChanged 19
		SP:Iteration 21Q (3961.710000 sec): 3 clusters
  Score: Raw -521785.397360 + Penalty 4078.120153 = -517707.277207
  nChanged 19
		SP:Iteration 22Q (3961.720000 sec): 3 clusters
  Score: Raw -521793.424139 + Penalty 4078.120153 = -517715.303986
  nChanged 25
		SP:Iteration 23Q (3961.730000 sec): 3 clusters
  Score: Raw -521803.244406 + Penalty 4078.120153 = -517725.124254
  nChanged 21
		SP:Iteration 24Q (3961.750000 sec): 3 clusters
  Score: Raw -521812.037578 + Penalty 4078.120153 = -517733.917425
  nChanged 23
		SP:Iteration 25Q (3961.760000 sec): 3 clusters
  Score: Raw -521822.312444 + Penalty 4078.120153 = -517744.192291
  nChanged 25
		SP:Iteration 26Q (3961.770000 sec): 3 clusters
  Score: Raw -521831.619215 + Penalty 4078.120153 = -517753.499062
  nChanged 19
		SP:Iteration 27Q (3961.790000 sec): 3 clusters
  Score: Raw -521838.711737 + Penalty 4078.120153 = -517760.591584
  nChanged 15
		SP:Iteration 28Q (3961.800000 sec): 3 clusters
  Score: Raw -521845.854205 + Penalty 4078.120153 = -517767.734052
  nChanged 21
		SP:Iteration 29Q (3961.810000 sec): 3 clusters
  Score: Raw -521855.320844 + Penalty 4078.120153 = -517777.200692
  nChanged 18
		SP:Iteration 30Q (3961.830000 sec): 3 clusters
  Score: Raw -521865.266142 + Penalty 4078.120153 = -517787.145989
  nChanged 28
		SP:Iteration 31Q (3961.840000 sec): 3 clusters
  Score: Raw -521879.772284 + Penalty 4078.120153 = -517801.652131
  nChanged 27
		SP:Iteration 32Q (3961.850000 sec): 3 clusters
  Score: Raw -521891.532581 + Penalty 4078.120153 = -517813.412428
  nChanged 24
		SP:Iteration 33Q (3961.870000 sec): 3 clusters
  Score: Raw -521904.306024 + Penalty 4078.120153 = -517826.185871
  nChanged 31
		SP:Iteration 34Q (3961.880000 sec): 3 clusters
  Score: Raw -521922.222961 + Penalty 4078.120153 = -517844.102808
  nChanged 31
		SP:Iteration 35Q (3961.890000 sec): 3 clusters
  Score: Raw -521943.318002 + Penalty 4078.120153 = -517865.197849
  nChanged 33
		SP:Iteration 36Q (3961.910000 sec): 3 clusters
  Score: Raw -521963.768014 + Penalty 4078.120153 = -517885.647861
  nChanged 31
		SP:Iteration 37Q (3961.920000 sec): 3 clusters
  Score: Raw -521983.533519 + Penalty 4078.120153 = -517905.413366
  nChanged 38
		SP:Iteration 38Q (3961.930000 sec): 3 clusters
  Score: Raw -522009.174578 + Penalty 4078.120153 = -517931.054425
  nChanged 48
		SP:Iteration 39Q (3961.950000 sec): 3 clusters
  Score: Raw -522042.713459 + Penalty 4078.120153 = -517964.593306
  nChanged 52
		SP:Iteration 40F (3961.960000 sec): 3 clusters
  Score: Raw -522079.335606 + Penalty 4078.120153 = -518001.215453
  nChanged 53
		SP:Iteration 41Q (3961.970000 sec): 3 clusters
  Score: Raw -522113.466579 + Penalty 4078.120153 = -518035.346426
  nChanged 42
		SP:Iteration 42Q (3961.990000 sec): 3 clusters
  Score: Raw -522144.716281 + Penalty 4078.120153 = -518066.596128
  nChanged 33
		SP:Iteration 43Q (3962.000000 sec): 3 clusters
  Score: Raw -522173.627992 + Penalty 4078.120153 = -518095.507839
  nChanged 52
		SP:Iteration 44Q (3962.010000 sec): 3 clusters
  Score: Raw -522221.767914 + Penalty 4078.120153 = -518143.647761
  nChanged 45
		SP:Iteration 45Q (3962.030000 sec): 3 clusters
  Score: Raw -522252.300247 + Penalty 4078.120153 = -518174.180094
  nChanged 38
		SP:Iteration 46Q (3962.040000 sec): 3 clusters
  Score: Raw -522275.770161 + Penalty 4078.120153 = -518197.650008
  nChanged 26
		SP:Iteration 47Q (3962.050000 sec): 3 clusters
  Score: Raw -522302.252279 + Penalty 4078.120153 = -518224.132126
  nChanged 33
		SP:Iteration 48Q (3962.060000 sec): 3 clusters
  Score: Raw -522323.167246 + Penalty 4078.120153 = -518245.047094
  nChanged 23
		SP:Iteration 49Q (3962.070000 sec): 3 clusters
  Score: Raw -522338.100745 + Penalty 4078.120153 = -518259.980592
  nChanged 26
		SP:Iteration 50Q (3962.090000 sec): 3 clusters
  Score: Raw -522356.373218 + Penalty 4078.120153 = -518278.253065
  nChanged 26
		SP:Iteration 51Q (3962.100000 sec): 3 clusters
  Score: Raw -522375.737483 + Penalty 4078.120153 = -518297.617330
  nChanged 26
		SP:Iteration 52Q (3962.110000 sec): 3 clusters
  Score: Raw -522396.507522 + Penalty 4078.120153 = -518318.387369
  nChanged 28
		SP:Iteration 53Q (3962.120000 sec): 3 clusters
  Score: Raw -522419.451560 + Penalty 4078.120153 = -518341.331407
  nChanged 30
		SP:Iteration 54Q (3962.130000 sec): 3 clusters
  Score: Raw -522441.701598 + Penalty 4078.120153 = -518363.581446
  nChanged 24
		SP:Iteration 55Q (3962.150000 sec): 3 clusters
  Score: Raw -522457.523091 + Penalty 4078.120153 = -518379.402938
  nChanged 26
		SP:Iteration 56Q (3962.160000 sec): 3 clusters
  Score: Raw -522474.298154 + Penalty 4078.120153 = -518396.178001
  nChanged 27
		SP:Iteration 57Q (3962.170000 sec): 3 clusters
  Score: Raw -522496.748063 + Penalty 4078.120153 = -518418.627910
  nChanged 39
		SP:Iteration 58Q (3962.180000 sec): 3 clusters
  Score: Raw -522538.348238 + Penalty 4078.120153 = -518460.228085
  nChanged 47
		SP:Iteration 59Q (3962.190000 sec): 3 clusters
  Score: Raw -522580.211287 + Penalty 4078.120153 = -518502.091134
  nChanged 42
		SP:Iteration 60F (3962.210000 sec): 3 clusters
  Score: Raw -522617.514493 + Penalty 4078.120153 = -518539.394340
  nChanged 38
		SP:Iteration 61Q (3962.220000 sec): 3 clusters
  Score: Raw -522649.263553 + Penalty 4078.120153 = -518571.143400
  nChanged 41
		SP:Iteration 62Q (3962.230000 sec): 3 clusters
  Score: Raw -522686.876189 + Penalty 4078.120153 = -518608.756036
  nChanged 46
		SP:Iteration 63Q (3962.240000 sec): 3 clusters
  Score: Raw -522729.729142 + Penalty 4078.120153 = -518651.608989
  nChanged 41
		SP:Iteration 64Q (3962.250000 sec): 3 clusters
  Score: Raw -522768.132568 + Penalty 4078.120153 = -518690.012415
  nChanged 39
		SP:Iteration 65Q (3962.270000 sec): 3 clusters
  Score: Raw -522799.575422 + Penalty 4078.120153 = -518721.455269
  nChanged 38
		SP:Iteration 66Q (3962.280000 sec): 3 clusters
  Score: Raw -522824.745934 + Penalty 4078.120153 = -518746.625781
  nChanged 24
		SP:Iteration 67Q (3962.290000 sec): 3 clusters
  Score: Raw -522841.519070 + Penalty 4078.120153 = -518763.398918
  nChanged 19
		SP:Iteration 68Q (3962.300000 sec): 3 clusters
  Score: Raw -522855.725781 + Penalty 4078.120153 = -518777.605628
  nChanged 17
		SP:Iteration 69Q (3962.310000 sec): 3 clusters
  Score: Raw -522867.796558 + Penalty 4078.120153 = -518789.676405
  nChanged 11
		SP:Iteration 70Q (3962.320000 sec): 3 clusters
  Score: Raw -522872.424944 + Penalty 4078.120153 = -518794.304791
  nChanged 8
		SP:Iteration 71Q (3962.330000 sec): 3 clusters
  Score: Raw -522877.188346 + Penalty 4078.120153 = -518799.068193
  nChanged 4
		SP:Iteration 72Q (3962.350000 sec): 3 clusters
  Score: Raw -522880.184579 + Penalty 4078.120153 = -518802.064426
  nChanged 2
		SP:Iteration 73Q (3962.360000 sec): 3 clusters
  Score: Raw -522881.228548 + Penalty 4078.120153 = -518803.108395
  nChanged 1
		SP:Iteration 74Q (3962.370000 sec): 3 clusters
  Score: Raw -522881.696072 + Penalty 4078.120153 = -518803.575919
  nChanged 3
		SP:Iteration 75Q (3962.380000 sec): 3 clusters
  Score: Raw -522883.578477 + Penalty 4078.120153 = -518805.458324
  nChanged 2
		SP:Iteration 76Q (3962.390000 sec): 3 clusters
  Score: Raw -522884.940280 + Penalty 4078.120153 = -518806.820127
  nChanged 2
		SP:Iteration 77Q (3962.400000 sec): 3 clusters
  Score: Raw -522885.736907 + Penalty 4078.120153 = -518807.616754
  nChanged 1
		SP:Iteration 78Q (3962.410000 sec): 3 clusters
  Score: Raw -522886.614413 + Penalty 4078.120153 = -518808.494260
  nChanged 1
		SP:Iteration 79Q (3962.430000 sec): 3 clusters
  Score: Raw -522886.840632 + Penalty 4078.120153 = -518808.720479
  nChanged 2
		SP:Iteration 80F (3962.440000 sec): 3 clusters
  Score: Raw -522887.460433 + Penalty 4078.120153 = -518809.340280
  nChanged 1
		SP:Iteration 81Q (3962.450000 sec): 3 clusters
  Score: Raw -522888.030474 + Penalty 4078.120153 = -518809.910321
  nChanged 1
		SP:Iteration 82Q (3962.460000 sec): 3 clusters
  Score: Raw -522888.613523 + Penalty 4078.120153 = -518810.493370
  nChanged 2
		SP:Iteration 83Q (3962.470000 sec): 3 clusters
  Score: Raw -522889.552479 + Penalty 4078.120153 = -518811.432326
  nChanged 1
		SP:Iteration 84Q (3962.490000 sec): 3 clusters
  Score: Raw -522889.900736 + Penalty 4078.120153 = -518811.780583
  nChanged 1
		SP:Iteration 85Q (3962.490000 sec): 3 clusters
  Score: Raw -522890.651395 + Penalty 4078.120153 = -518812.531242
  nChanged 2
		SP:Iteration 86Q (3962.510000 sec): 3 clusters
  Score: Raw -522891.253041 + Penalty 4078.120153 = -518813.132888
  nChanged 1
		SP:Iteration 87Q (3962.520000 sec): 3 clusters
  Score: Raw -522891.911904 + Penalty 4078.120153 = -518813.791751
  nChanged 0
		SP:Iteration 88F (3962.530000 sec): 3 clusters
  Score: Raw -522891.911904 + Penalty 4078.120153 = -518813.791751
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (2088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3962.540000 sec): 2 clusters
  Score: Raw -279211.497539 + Penalty 1895.702563 = -277315.794976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3962.550000 sec): 3 clusters
  Score: Raw -278635.734363 + Penalty 3791.405127 = -274844.329236
  nChanged 736
		SP:Iteration 1F (3962.560000 sec): 3 clusters
  Score: Raw -280200.896917 + Penalty 3791.405127 = -276409.491791
  nChanged 389
		SP:Iteration 2F (3962.560000 sec): 3 clusters
  Score: Raw -281829.802494 + Penalty 3791.405127 = -278038.397367
  nChanged 212
		SP:Iteration 3F (3962.570000 sec): 3 clusters
  Score: Raw -282532.343953 + Penalty 3791.405127 = -278740.938826
  nChanged 87
		SP:Iteration 4Q (3962.580000 sec): 3 clusters
  Score: Raw -282684.103144 + Penalty 3791.405127 = -278892.698017
  nChanged 29
		SP:Iteration 5Q (3962.580000 sec): 3 clusters
  Score: Raw -282764.838921 + Penalty 3791.405127 = -278973.433794
  nChanged 14
		SP:Iteration 6Q (3962.590000 sec): 3 clusters
  Score: Raw -282885.345154 + Penalty 3791.405127 = -279093.940028
  nChanged 12
		SP:Iteration 7Q (3962.590000 sec): 3 clusters
  Score: Raw -282995.151885 + Penalty 3791.405127 = -279203.746759
  nChanged 6
		SP:Iteration 8Q (3962.600000 sec): 3 clusters
  Score: Raw -283001.708523 + Penalty 3791.405127 = -279210.303397
  nChanged 3
		SP:Iteration 9Q (3962.610000 sec): 3 clusters
  Score: Raw -283004.849328 + Penalty 3791.405127 = -279213.444202
  nChanged 2
		SP:Iteration 10Q (3962.610000 sec): 3 clusters
  Score: Raw -283006.193711 + Penalty 3791.405127 = -279214.788584
  nChanged 0
		SP:Iteration 11F (3962.620000 sec): 3 clusters
  Score: Raw -283006.193711 + Penalty 3791.405127 = -279214.788584
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 23.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (35055 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3962.740000 sec): 2 clusters
  Score: Raw -5255597.260587 + Penalty 2595.239037 = -5253002.021550
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3962.870000 sec): 3 clusters
  Score: Raw -5234329.586042 + Penalty 5190.478074 = -5229139.107968
  nChanged 15869
		SP:Iteration 1F (3963.000000 sec): 3 clusters
  Score: Raw -5243089.225203 + Penalty 5190.478074 = -5237898.747130
  nChanged 1755
		SP:Iteration 2F (3963.130000 sec): 3 clusters
  Score: Raw -5243819.046166 + Penalty 5190.478074 = -5238628.568092
  nChanged 1690
		SP:Iteration 3Q (3963.260000 sec): 3 clusters
  Score: Raw -5244569.797288 + Penalty 5190.478074 = -5239379.319215
  nChanged 1628
		SP:Iteration 4Q (3963.390000 sec): 3 clusters
  Score: Raw -5245334.989599 + Penalty 5190.478074 = -5240144.511525
  nChanged 1650
		SP:Iteration 5Q (3963.520000 sec): 3 clusters
  Score: Raw -5246093.140453 + Penalty 5190.478074 = -5240902.662380
  nChanged 1546
		SP:Iteration 6Q (3963.650000 sec): 3 clusters
  Score: Raw -5246842.437952 + Penalty 5190.478074 = -5241651.959878
  nChanged 1510
		SP:Iteration 7Q (3963.790000 sec): 3 clusters
  Score: Raw -5247582.716216 + Penalty 5190.478074 = -5242392.238142
  nChanged 1547
		SP:Iteration 8Q (3963.910000 sec): 3 clusters
  Score: Raw -5248404.648516 + Penalty 5190.478074 = -5243214.170442
  nChanged 1614
		SP:Iteration 9Q (3964.040000 sec): 3 clusters
  Score: Raw -5249363.957261 + Penalty 5190.478074 = -5244173.479188
  nChanged 1649
		SP:Iteration 10Q (3964.170000 sec): 3 clusters
  Score: Raw -5250505.863870 + Penalty 5190.478074 = -5245315.385797
  nChanged 1634
		SP:Iteration 11Q (3964.300000 sec): 3 clusters
  Score: Raw -5251782.240251 + Penalty 5190.478074 = -5246591.762178
  nChanged 1461
		SP:Iteration 12Q (3964.420000 sec): 3 clusters
  Score: Raw -5252968.545482 + Penalty 5190.478074 = -5247778.067409
  nChanged 1119
		SP:Iteration 13Q (3964.540000 sec): 3 clusters
  Score: Raw -5253826.052951 + Penalty 5190.478074 = -5248635.574877
  nChanged 770
		SP:Iteration 14Q (3964.650000 sec): 3 clusters
  Score: Raw -5254360.181034 + Penalty 5190.478074 = -5249169.702961
  nChanged 576
		SP:Iteration 15Q (3964.760000 sec): 3 clusters
  Score: Raw -5254717.347586 + Penalty 5190.478074 = -5249526.869512
  nChanged 454
		SP:Iteration 16Q (3964.860000 sec): 3 clusters
  Score: Raw -5255000.821694 + Penalty 5190.478074 = -5249810.343620
  nChanged 354
		SP:Iteration 17Q (3964.960000 sec): 3 clusters
  Score: Raw -5255203.063241 + Penalty 5190.478074 = -5250012.585167
  nChanged 289
		SP:Iteration 18Q (3965.060000 sec): 3 clusters
  Score: Raw -5255371.809861 + Penalty 5190.478074 = -5250181.331787
  nChanged 225
		SP:Iteration 19Q (3965.160000 sec): 3 clusters
  Score: Raw -5255510.242670 + Penalty 5190.478074 = -5250319.764597
  nChanged 157
		SP:Iteration 20F (3965.290000 sec): 3 clusters
  Score: Raw -5255601.754460 + Penalty 5190.478074 = -5250411.276386
  nChanged 133
		SP:Iteration 21Q (3965.380000 sec): 3 clusters
  Score: Raw -5255673.522239 + Penalty 5190.478074 = -5250483.044166
  nChanged 77
		SP:Iteration 22Q (3965.480000 sec): 3 clusters
  Score: Raw -5255715.744566 + Penalty 5190.478074 = -5250525.266493
  nChanged 64
		SP:Iteration 23Q (3965.570000 sec): 3 clusters
  Score: Raw -5255749.737844 + Penalty 5190.478074 = -5250559.259770
  nChanged 62
		SP:Iteration 24Q (3965.670000 sec): 3 clusters
  Score: Raw -5255786.415568 + Penalty 5190.478074 = -5250595.937494
  nChanged 48
		SP:Iteration 25Q (3965.760000 sec): 3 clusters
  Score: Raw -5255818.740679 + Penalty 5190.478074 = -5250628.262606
  nChanged 48
		SP:Iteration 26Q (3965.850000 sec): 3 clusters
  Score: Raw -5255844.994109 + Penalty 5190.478074 = -5250654.516035
  nChanged 44
		SP:Iteration 27Q (3965.950000 sec): 3 clusters
  Score: Raw -5255867.700737 + Penalty 5190.478074 = -5250677.222663
  nChanged 34
		SP:Iteration 28Q (3966.040000 sec): 3 clusters
  Score: Raw -5255884.329251 + Penalty 5190.478074 = -5250693.851178
  nChanged 27
		SP:Iteration 29Q (3966.130000 sec): 3 clusters
  Score: Raw -5255898.442269 + Penalty 5190.478074 = -5250707.964196
  nChanged 17
		SP:Iteration 30Q (3966.220000 sec): 3 clusters
  Score: Raw -5255908.170139 + Penalty 5190.478074 = -5250717.692066
  nChanged 15
		SP:Iteration 31Q (3966.310000 sec): 3 clusters
  Score: Raw -5255916.232293 + Penalty 5190.478074 = -5250725.754219
  nChanged 15
		SP:Iteration 32Q (3966.410000 sec): 3 clusters
  Score: Raw -5255924.203029 + Penalty 5190.478074 = -5250733.724955
  nChanged 12
		SP:Iteration 33Q (3966.500000 sec): 3 clusters
  Score: Raw -5255932.330360 + Penalty 5190.478074 = -5250741.852287
  nChanged 16
		SP:Iteration 34Q (3966.590000 sec): 3 clusters
  Score: Raw -5255942.811739 + Penalty 5190.478074 = -5250752.333666
  nChanged 16
		SP:Iteration 35Q (3966.680000 sec): 3 clusters
  Score: Raw -5255952.145354 + Penalty 5190.478074 = -5250761.667280
  nChanged 14
		SP:Iteration 36Q (3966.770000 sec): 3 clusters
  Score: Raw -5255960.830231 + Penalty 5190.478074 = -5250770.352158
  nChanged 13
		SP:Iteration 37Q (3966.860000 sec): 3 clusters
  Score: Raw -5255969.589602 + Penalty 5190.478074 = -5250779.111528
  nChanged 13
		SP:Iteration 38Q (3966.950000 sec): 3 clusters
  Score: Raw -5255981.147772 + Penalty 5190.478074 = -5250790.669698
  nChanged 13
		SP:Iteration 39Q (3967.050000 sec): 3 clusters
  Score: Raw -5255989.026082 + Penalty 5190.478074 = -5250798.548009
  nChanged 9
		SP:Iteration 40F (3967.170000 sec): 3 clusters
  Score: Raw -5255993.328592 + Penalty 5190.478074 = -5250802.850519
  nChanged 3
		SP:Iteration 41Q (3967.260000 sec): 3 clusters
  Score: Raw -5255995.186513 + Penalty 5190.478074 = -5250804.708440
  nChanged 6
		SP:Iteration 42Q (3967.350000 sec): 3 clusters
  Score: Raw -5255999.683762 + Penalty 5190.478074 = -5250809.205689
  nChanged 5
		SP:Iteration 43Q (3967.450000 sec): 3 clusters
  Score: Raw -5256002.417156 + Penalty 5190.478074 = -5250811.939083
  nChanged 2
		SP:Iteration 44Q (3967.540000 sec): 3 clusters
  Score: Raw -5256004.503198 + Penalty 5190.478074 = -5250814.025124
  nChanged 2
		SP:Iteration 45Q (3967.630000 sec): 3 clusters
  Score: Raw -5256005.640412 + Penalty 5190.478074 = -5250815.162338
  nChanged 2
		SP:Iteration 46Q (3967.720000 sec): 3 clusters
  Score: Raw -5256006.499191 + Penalty 5190.478074 = -5250816.021117
  nChanged 1
		SP:Iteration 47Q (3967.810000 sec): 3 clusters
  Score: Raw -5256006.850206 + Penalty 5190.478074 = -5250816.372133
  nChanged 1
		SP:Iteration 48Q (3967.900000 sec): 3 clusters
  Score: Raw -5256007.439681 + Penalty 5190.478074 = -5250816.961607
  nChanged 0
		SP:Iteration 49F (3968.030000 sec): 3 clusters
  Score: Raw -5256007.439681 + Penalty 5190.478074 = -5250816.961607
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (21659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3968.100000 sec): 2 clusters
  Score: Raw -3063377.155095 + Penalty 2475.827735 = -3060901.327360
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3968.180000 sec): 3 clusters
  Score: Raw -3050727.295317 + Penalty 4951.655470 = -3045775.639846
  nChanged 9554
		SP:Iteration 1F (3968.260000 sec): 3 clusters
  Score: Raw -3055903.682020 + Penalty 4951.655470 = -3050952.026549
  nChanged 1195
		SP:Iteration 2F (3968.340000 sec): 3 clusters
  Score: Raw -3056357.063750 + Penalty 4951.655470 = -3051405.408280
  nChanged 1010
		SP:Iteration 3Q (3968.420000 sec): 3 clusters
  Score: Raw -3056718.742096 + Penalty 4951.655470 = -3051767.086626
  nChanged 910
		SP:Iteration 4Q (3968.500000 sec): 3 clusters
  Score: Raw -3057039.772578 + Penalty 4951.655470 = -3052088.117108
  nChanged 843
		SP:Iteration 5Q (3968.580000 sec): 3 clusters
  Score: Raw -3057340.285633 + Penalty 4951.655470 = -3052388.630163
  nChanged 754
		SP:Iteration 6Q (3968.660000 sec): 3 clusters
  Score: Raw -3057593.772328 + Penalty 4951.655470 = -3052642.116858
  nChanged 726
		SP:Iteration 7Q (3968.740000 sec): 3 clusters
  Score: Raw -3057856.896632 + Penalty 4951.655470 = -3052905.241161
  nChanged 716
		SP:Iteration 8Q (3968.830000 sec): 3 clusters
  Score: Raw -3058102.280699 + Penalty 4951.655470 = -3053150.625229
  nChanged 668
		SP:Iteration 9Q (3968.910000 sec): 3 clusters
  Score: Raw -3058338.542045 + Penalty 4951.655470 = -3053386.886575
  nChanged 673
		SP:Iteration 10Q (3968.990000 sec): 3 clusters
  Score: Raw -3058606.987336 + Penalty 4951.655470 = -3053655.331866
  nChanged 699
		SP:Iteration 11Q (3969.070000 sec): 3 clusters
  Score: Raw -3058938.315696 + Penalty 4951.655470 = -3053986.660226
  nChanged 792
		SP:Iteration 12Q (3969.150000 sec): 3 clusters
  Score: Raw -3059362.851395 + Penalty 4951.655470 = -3054411.195925
  nChanged 845
		SP:Iteration 13Q (3969.230000 sec): 3 clusters
  Score: Raw -3059879.333198 + Penalty 4951.655470 = -3054927.677728
  nChanged 896
		SP:Iteration 14Q (3969.310000 sec): 3 clusters
  Score: Raw -3060439.153153 + Penalty 4951.655470 = -3055487.497683
  nChanged 827
		SP:Iteration 15Q (3969.390000 sec): 3 clusters
  Score: Raw -3060906.728349 + Penalty 4951.655470 = -3055955.072879
  nChanged 669
		SP:Iteration 16Q (3969.470000 sec): 3 clusters
  Score: Raw -3061206.254997 + Penalty 4951.655470 = -3056254.599527
  nChanged 484
		SP:Iteration 17Q (3969.550000 sec): 3 clusters
  Score: Raw -3061357.073636 + Penalty 4951.655470 = -3056405.418165
  nChanged 347
		SP:Iteration 18Q (3969.620000 sec): 3 clusters
  Score: Raw -3061449.247057 + Penalty 4951.655470 = -3056497.591586
  nChanged 269
		SP:Iteration 19Q (3969.700000 sec): 3 clusters
  Score: Raw -3061519.289156 + Penalty 4951.655470 = -3056567.633686
  nChanged 232
		SP:Iteration 20F (3969.770000 sec): 3 clusters
  Score: Raw -3061573.367138 + Penalty 4951.655470 = -3056621.711667
  nChanged 184
		SP:Iteration 21Q (3969.850000 sec): 3 clusters
  Score: Raw -3061616.561431 + Penalty 4951.655470 = -3056664.905961
  nChanged 172
		SP:Iteration 22Q (3969.930000 sec): 3 clusters
  Score: Raw -3061647.193155 + Penalty 4951.655470 = -3056695.537685
  nChanged 132
		SP:Iteration 23Q (3970.000000 sec): 3 clusters
  Score: Raw -3061670.346966 + Penalty 4951.655470 = -3056718.691496
  nChanged 132
		SP:Iteration 24Q (3970.080000 sec): 3 clusters
  Score: Raw -3061693.738953 + Penalty 4951.655470 = -3056742.083483
  nChanged 125
		SP:Iteration 25Q (3970.150000 sec): 3 clusters
  Score: Raw -3061713.938744 + Penalty 4951.655470 = -3056762.283274
  nChanged 102
		SP:Iteration 26Q (3970.230000 sec): 3 clusters
  Score: Raw -3061733.509086 + Penalty 4951.655470 = -3056781.853616
  nChanged 112
		SP:Iteration 27Q (3970.300000 sec): 3 clusters
  Score: Raw -3061750.579048 + Penalty 4951.655470 = -3056798.923578
  nChanged 102
		SP:Iteration 28Q (3970.380000 sec): 3 clusters
  Score: Raw -3061765.150205 + Penalty 4951.655470 = -3056813.494735
  nChanged 84
		SP:Iteration 29Q (3970.450000 sec): 3 clusters
  Score: Raw -3061777.953990 + Penalty 4951.655470 = -3056826.298520
  nChanged 86
		SP:Iteration 30Q (3970.530000 sec): 3 clusters
  Score: Raw -3061789.709142 + Penalty 4951.655470 = -3056838.053672
  nChanged 71
		SP:Iteration 31Q (3970.600000 sec): 3 clusters
  Score: Raw -3061798.066154 + Penalty 4951.655470 = -3056846.410683
  nChanged 74
		SP:Iteration 32Q (3970.670000 sec): 3 clusters
  Score: Raw -3061807.230330 + Penalty 4951.655470 = -3056855.574860
  nChanged 79
		SP:Iteration 33Q (3970.750000 sec): 3 clusters
  Score: Raw -3061819.688238 + Penalty 4951.655470 = -3056868.032768
  nChanged 81
		SP:Iteration 34Q (3970.830000 sec): 3 clusters
  Score: Raw -3061831.787273 + Penalty 4951.655470 = -3056880.131803
  nChanged 83
		SP:Iteration 35Q (3970.900000 sec): 3 clusters
  Score: Raw -3061844.631190 + Penalty 4951.655470 = -3056892.975719
  nChanged 99
		SP:Iteration 36Q (3970.980000 sec): 3 clusters
  Score: Raw -3061857.471898 + Penalty 4951.655470 = -3056905.816428
  nChanged 82
		SP:Iteration 37Q (3971.050000 sec): 3 clusters
  Score: Raw -3061869.775728 + Penalty 4951.655470 = -3056918.120258
  nChanged 71
		SP:Iteration 38Q (3971.130000 sec): 3 clusters
  Score: Raw -3061879.709327 + Penalty 4951.655470 = -3056928.053857
  nChanged 74
		SP:Iteration 39Q (3971.210000 sec): 3 clusters
  Score: Raw -3061889.860545 + Penalty 4951.655470 = -3056938.205075
  nChanged 74
		SP:Iteration 40F (3971.280000 sec): 3 clusters
  Score: Raw -3061899.207126 + Penalty 4951.655470 = -3056947.551655
  nChanged 66
		SP:Iteration 41Q (3971.360000 sec): 3 clusters
  Score: Raw -3061907.535368 + Penalty 4951.655470 = -3056955.879897
  nChanged 65
		SP:Iteration 42Q (3971.430000 sec): 3 clusters
  Score: Raw -3061916.013576 + Penalty 4951.655470 = -3056964.358105
  nChanged 64
		SP:Iteration 43Q (3971.510000 sec): 3 clusters
  Score: Raw -3061923.807103 + Penalty 4951.655470 = -3056972.151632
  nChanged 53
		SP:Iteration 44Q (3971.580000 sec): 3 clusters
  Score: Raw -3061929.998254 + Penalty 4951.655470 = -3056978.342783
  nChanged 46
		SP:Iteration 45Q (3971.650000 sec): 3 clusters
  Score: Raw -3061935.303553 + Penalty 4951.655470 = -3056983.648082
  nChanged 49
		SP:Iteration 46Q (3971.730000 sec): 3 clusters
  Score: Raw -3061940.615993 + Penalty 4951.655470 = -3056988.960523
  nChanged 51
		SP:Iteration 47Q (3971.800000 sec): 3 clusters
  Score: Raw -3061945.513590 + Penalty 4951.655470 = -3056993.858120
  nChanged 28
		SP:Iteration 48Q (3971.880000 sec): 3 clusters
  Score: Raw -3061947.977456 + Penalty 4951.655470 = -3056996.321985
  nChanged 21
		SP:Iteration 49Q (3971.950000 sec): 3 clusters
  Score: Raw -3061949.362767 + Penalty 4951.655470 = -3056997.707297
  nChanged 17
		SP:Iteration 50Q (3972.030000 sec): 3 clusters
  Score: Raw -3061950.654355 + Penalty 4951.655470 = -3056998.998885
  nChanged 13
		SP:Iteration 51Q (3972.100000 sec): 3 clusters
  Score: Raw -3061951.747515 + Penalty 4951.655470 = -3057000.092044
  nChanged 15
		SP:Iteration 52Q (3972.170000 sec): 3 clusters
  Score: Raw -3061953.117810 + Penalty 4951.655470 = -3057001.462340
  nChanged 16
		SP:Iteration 53Q (3972.250000 sec): 3 clusters
  Score: Raw -3061954.726495 + Penalty 4951.655470 = -3057003.071024
  nChanged 22
		SP:Iteration 54Q (3972.330000 sec): 3 clusters
  Score: Raw -3061956.386857 + Penalty 4951.655470 = -3057004.731387
  nChanged 22
		SP:Iteration 55Q (3972.400000 sec): 3 clusters
  Score: Raw -3061958.262952 + Penalty 4951.655470 = -3057006.607482
  nChanged 29
		SP:Iteration 56Q (3972.480000 sec): 3 clusters
  Score: Raw -3061961.397077 + Penalty 4951.655470 = -3057009.741607
  nChanged 34
		SP:Iteration 57Q (3972.550000 sec): 3 clusters
  Score: Raw -3061964.954448 + Penalty 4951.655470 = -3057013.298978
  nChanged 36
		SP:Iteration 58Q (3972.630000 sec): 3 clusters
  Score: Raw -3061968.703479 + Penalty 4951.655470 = -3057017.048009
  nChanged 39
		SP:Iteration 59Q (3972.710000 sec): 3 clusters
  Score: Raw -3061972.846775 + Penalty 4951.655470 = -3057021.191304
  nChanged 44
		SP:Iteration 60F (3972.790000 sec): 3 clusters
  Score: Raw -3061978.080481 + Penalty 4951.655470 = -3057026.425010
  nChanged 53
		SP:Iteration 61Q (3972.860000 sec): 3 clusters
  Score: Raw -3061984.858547 + Penalty 4951.655470 = -3057033.203077
  nChanged 63
		SP:Iteration 62Q (3972.940000 sec): 3 clusters
  Score: Raw -3061992.512460 + Penalty 4951.655470 = -3057040.856990
  nChanged 55
		SP:Iteration 63Q (3973.010000 sec): 3 clusters
  Score: Raw -3061998.828686 + Penalty 4951.655470 = -3057047.173216
  nChanged 37
		SP:Iteration 64Q (3973.090000 sec): 3 clusters
  Score: Raw -3062002.081561 + Penalty 4951.655470 = -3057050.426091
  nChanged 30
		SP:Iteration 65Q (3973.160000 sec): 3 clusters
  Score: Raw -3062004.673249 + Penalty 4951.655470 = -3057053.017779
  nChanged 25
		SP:Iteration 66Q (3973.240000 sec): 3 clusters
  Score: Raw -3062007.160775 + Penalty 4951.655470 = -3057055.505305
  nChanged 28
		SP:Iteration 67Q (3973.310000 sec): 3 clusters
  Score: Raw -3062010.084763 + Penalty 4951.655470 = -3057058.429293
  nChanged 33
		SP:Iteration 68Q (3973.390000 sec): 3 clusters
  Score: Raw -3062013.591766 + Penalty 4951.655470 = -3057061.936296
  nChanged 38
		SP:Iteration 69Q (3973.460000 sec): 3 clusters
  Score: Raw -3062016.944407 + Penalty 4951.655470 = -3057065.288937
  nChanged 35
		SP:Iteration 70Q (3973.540000 sec): 3 clusters
  Score: Raw -3062019.772697 + Penalty 4951.655470 = -3057068.117227
  nChanged 31
		SP:Iteration 71Q (3973.610000 sec): 3 clusters
  Score: Raw -3062022.806594 + Penalty 4951.655470 = -3057071.151124
  nChanged 35
		SP:Iteration 72Q (3973.690000 sec): 3 clusters
  Score: Raw -3062026.054383 + Penalty 4951.655470 = -3057074.398912
  nChanged 33
		SP:Iteration 73Q (3973.760000 sec): 3 clusters
  Score: Raw -3062028.869514 + Penalty 4951.655470 = -3057077.214044
  nChanged 31
		SP:Iteration 74Q (3973.840000 sec): 3 clusters
  Score: Raw -3062031.298883 + Penalty 4951.655470 = -3057079.643413
  nChanged 32
		SP:Iteration 75Q (3973.910000 sec): 3 clusters
  Score: Raw -3062033.729651 + Penalty 4951.655470 = -3057082.074181
  nChanged 31
		SP:Iteration 76Q (3973.990000 sec): 3 clusters
  Score: Raw -3062035.869402 + Penalty 4951.655470 = -3057084.213931
  nChanged 26
		SP:Iteration 77Q (3974.060000 sec): 3 clusters
  Score: Raw -3062038.040678 + Penalty 4951.655470 = -3057086.385208
  nChanged 25
		SP:Iteration 78Q (3974.140000 sec): 3 clusters
  Score: Raw -3062040.067446 + Penalty 4951.655470 = -3057088.411976
  nChanged 33
		SP:Iteration 79Q (3974.210000 sec): 3 clusters
  Score: Raw -3062042.902692 + Penalty 4951.655470 = -3057091.247222
  nChanged 30
		SP:Iteration 80F (3974.290000 sec): 3 clusters
  Score: Raw -3062045.496704 + Penalty 4951.655470 = -3057093.841233
  nChanged 26
		SP:Iteration 81Q (3974.370000 sec): 3 clusters
  Score: Raw -3062047.795323 + Penalty 4951.655470 = -3057096.139853
  nChanged 30
		SP:Iteration 82Q (3974.440000 sec): 3 clusters
  Score: Raw -3062051.228853 + Penalty 4951.655470 = -3057099.573383
  nChanged 34
		SP:Iteration 83Q (3974.520000 sec): 3 clusters
  Score: Raw -3062055.092601 + Penalty 4951.655470 = -3057103.437130
  nChanged 39
		SP:Iteration 84Q (3974.600000 sec): 3 clusters
  Score: Raw -3062058.629574 + Penalty 4951.655470 = -3057106.974103
  nChanged 33
		SP:Iteration 85Q (3974.670000 sec): 3 clusters
  Score: Raw -3062061.999454 + Penalty 4951.655470 = -3057110.343984
  nChanged 35
		SP:Iteration 86Q (3974.750000 sec): 3 clusters
  Score: Raw -3062065.744363 + Penalty 4951.655470 = -3057114.088893
  nChanged 36
		SP:Iteration 87Q (3974.820000 sec): 3 clusters
  Score: Raw -3062069.359160 + Penalty 4951.655470 = -3057117.703690
  nChanged 46
		SP:Iteration 88Q (3974.900000 sec): 3 clusters
  Score: Raw -3062074.514134 + Penalty 4951.655470 = -3057122.858664
  nChanged 52
		SP:Iteration 89Q (3974.980000 sec): 3 clusters
  Score: Raw -3062081.340379 + Penalty 4951.655470 = -3057129.684909
  nChanged 61
		SP:Iteration 90Q (3975.050000 sec): 3 clusters
  Score: Raw -3062091.097419 + Penalty 4951.655470 = -3057139.441949
  nChanged 82
		SP:Iteration 91Q (3975.130000 sec): 3 clusters
  Score: Raw -3062103.070735 + Penalty 4951.655470 = -3057151.415265
  nChanged 89
		SP:Iteration 92Q (3975.200000 sec): 3 clusters
  Score: Raw -3062117.022143 + Penalty 4951.655470 = -3057165.366673
  nChanged 102
		SP:Iteration 93Q (3975.280000 sec): 3 clusters
  Score: Raw -3062134.654677 + Penalty 4951.655470 = -3057182.999206
  nChanged 109
		SP:Iteration 94Q (3975.350000 sec): 3 clusters
  Score: Raw -3062153.823554 + Penalty 4951.655470 = -3057202.168083
  nChanged 95
		SP:Iteration 95Q (3975.430000 sec): 3 clusters
  Score: Raw -3062168.769451 + Penalty 4951.655470 = -3057217.113981
  nChanged 88
		SP:Iteration 96Q (3975.500000 sec): 3 clusters
  Score: Raw -3062180.461076 + Penalty 4951.655470 = -3057228.805605
  nChanged 72
		SP:Iteration 97Q (3975.580000 sec): 3 clusters
  Score: Raw -3062192.208858 + Penalty 4951.655470 = -3057240.553388
  nChanged 83
		SP:Iteration 98Q (3975.650000 sec): 3 clusters
  Score: Raw -3062205.162982 + Penalty 4951.655470 = -3057253.507512
  nChanged 87
		SP:Iteration 99Q (3975.730000 sec): 3 clusters
  Score: Raw -3062221.425015 + Penalty 4951.655470 = -3057269.769545
  nChanged 100
		SP:Iteration 100F (3975.810000 sec): 3 clusters
  Score: Raw -3062237.033588 + Penalty 4951.655470 = -3057285.378117
  nChanged 89
		SP:Iteration 101Q (3975.880000 sec): 3 clusters
  Score: Raw -3062249.614445 + Penalty 4951.655470 = -3057297.958975
  nChanged 87
		SP:Iteration 102Q (3975.960000 sec): 3 clusters
  Score: Raw -3062262.987555 + Penalty 4951.655470 = -3057311.332085
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		SP:Iteration 103Q (3976.030000 sec): 3 clusters
  Score: Raw -3062276.226303 + Penalty 4951.655470 = -3057324.570832
  nChanged 73
		SP:Iteration 104Q (3976.110000 sec): 3 clusters
  Score: Raw -3062288.199574 + Penalty 4951.655470 = -3057336.544104
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		SP:Iteration 105Q (3976.180000 sec): 3 clusters
  Score: Raw -3062300.962884 + Penalty 4951.655470 = -3057349.307414
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		SP:Iteration 106Q (3976.260000 sec): 3 clusters
  Score: Raw -3062314.137384 + Penalty 4951.655470 = -3057362.481914
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		SP:Iteration 107Q (3976.330000 sec): 3 clusters
  Score: Raw -3062330.336776 + Penalty 4951.655470 = -3057378.681306
  nChanged 102
		SP:Iteration 108Q (3976.400000 sec): 3 clusters
  Score: Raw -3062348.676441 + Penalty 4951.655470 = -3057397.020971
  nChanged 99
		SP:Iteration 109Q (3976.480000 sec): 3 clusters
  Score: Raw -3062368.108893 + Penalty 4951.655470 = -3057416.453423
  nChanged 104
		SP:Iteration 110Q (3976.550000 sec): 3 clusters
  Score: Raw -3062388.024637 + Penalty 4951.655470 = -3057436.369166
  nChanged 90
		SP:Iteration 111Q (3976.630000 sec): 3 clusters
  Score: Raw -3062403.598978 + Penalty 4951.655470 = -3057451.943508
  nChanged 84
		SP:Iteration 112Q (3976.700000 sec): 3 clusters
  Score: Raw -3062419.141330 + Penalty 4951.655470 = -3057467.485860
  nChanged 98
		SP:Iteration 113Q (3976.770000 sec): 3 clusters
  Score: Raw -3062441.569025 + Penalty 4951.655470 = -3057489.913555
  nChanged 112
		SP:Iteration 114Q (3976.850000 sec): 3 clusters
  Score: Raw -3062465.052412 + Penalty 4951.655470 = -3057513.396941
  nChanged 108
		SP:Iteration 115Q (3976.920000 sec): 3 clusters
  Score: Raw -3062487.983903 + Penalty 4951.655470 = -3057536.328433
  nChanged 117
		SP:Iteration 116Q (3976.990000 sec): 3 clusters
  Score: Raw -3062511.849769 + Penalty 4951.655470 = -3057560.194299
  nChanged 106
		SP:Iteration 117Q (3977.070000 sec): 3 clusters
  Score: Raw -3062534.531874 + Penalty 4951.655470 = -3057582.876404
  nChanged 119
		SP:Iteration 118Q (3977.140000 sec): 3 clusters
  Score: Raw -3062558.171344 + Penalty 4951.655470 = -3057606.515874
  nChanged 115
		SP:Iteration 119Q (3977.210000 sec): 3 clusters
  Score: Raw -3062582.040065 + Penalty 4951.655470 = -3057630.384595
  nChanged 110
		SP:Iteration 120F (3977.290000 sec): 3 clusters
  Score: Raw -3062607.880259 + Penalty 4951.655470 = -3057656.224788
  nChanged 124
		SP:Iteration 121Q (3977.360000 sec): 3 clusters
  Score: Raw -3062639.568206 + Penalty 4951.655470 = -3057687.912736
  nChanged 107
		SP:Iteration 122Q (3977.440000 sec): 3 clusters
  Score: Raw -3062664.410143 + Penalty 4951.655470 = -3057712.754672
  nChanged 130
		SP:Iteration 123Q (3977.510000 sec): 3 clusters
  Score: Raw -3062694.074945 + Penalty 4951.655470 = -3057742.419475
  nChanged 124
		SP:Iteration 124Q (3977.580000 sec): 3 clusters
  Score: Raw -3062724.092629 + Penalty 4951.655470 = -3057772.437159
  nChanged 126
		SP:Iteration 125Q (3977.660000 sec): 3 clusters
  Score: Raw -3062754.706408 + Penalty 4951.655470 = -3057803.050938
  nChanged 110
		SP:Iteration 126Q (3977.730000 sec): 3 clusters
  Score: Raw -3062783.459759 + Penalty 4951.655470 = -3057831.804289
  nChanged 130
		SP:Iteration 127Q (3977.800000 sec): 3 clusters
  Score: Raw -3062817.165035 + Penalty 4951.655470 = -3057865.509565
  nChanged 139
		SP:Iteration 128Q (3977.880000 sec): 3 clusters
  Score: Raw -3062852.655516 + Penalty 4951.655470 = -3057901.000045
  nChanged 115
		SP:Iteration 129Q (3977.950000 sec): 3 clusters
  Score: Raw -3062882.879438 + Penalty 4951.655470 = -3057931.223968
  nChanged 110
		SP:Iteration 130Q (3978.020000 sec): 3 clusters
  Score: Raw -3062915.804292 + Penalty 4951.655470 = -3057964.148822
  nChanged 110
		SP:Iteration 131Q (3978.090000 sec): 3 clusters
  Score: Raw -3062948.946467 + Penalty 4951.655470 = -3057997.290996
  nChanged 122
		SP:Iteration 132Q (3978.160000 sec): 3 clusters
  Score: Raw -3062982.990768 + Penalty 4951.655470 = -3058031.335298
  nChanged 107
		SP:Iteration 133Q (3978.230000 sec): 3 clusters
  Score: Raw -3063017.825285 + Penalty 4951.655470 = -3058066.169814
  nChanged 108
		SP:Iteration 134Q (3978.300000 sec): 3 clusters
  Score: Raw -3063051.955002 + Penalty 4951.655470 = -3058100.299532
  nChanged 109
		SP:Iteration 135Q (3978.370000 sec): 3 clusters
  Score: Raw -3063081.227143 + Penalty 4951.655470 = -3058129.571673
  nChanged 102
		SP:Iteration 136Q (3978.440000 sec): 3 clusters
  Score: Raw -3063108.938083 + Penalty 4951.655470 = -3058157.282613
  nChanged 102
		SP:Iteration 137Q (3978.510000 sec): 3 clusters
  Score: Raw -3063133.738672 + Penalty 4951.655470 = -3058182.083202
  nChanged 86
		SP:Iteration 138Q (3978.580000 sec): 3 clusters
  Score: Raw -3063153.974025 + Penalty 4951.655470 = -3058202.318555
  nChanged 73
		SP:Iteration 139Q (3978.650000 sec): 3 clusters
  Score: Raw -3063170.415733 + Penalty 4951.655470 = -3058218.760263
  nChanged 69
		SP:Iteration 140F (3978.730000 sec): 3 clusters
  Score: Raw -3063184.485883 + Penalty 4951.655470 = -3058232.830413
  nChanged 67
		SP:Iteration 141Q (3978.800000 sec): 3 clusters
  Score: Raw -3063197.832327 + Penalty 4951.655470 = -3058246.176856
  nChanged 59
		SP:Iteration 142Q (3978.870000 sec): 3 clusters
  Score: Raw -3063209.083088 + Penalty 4951.655470 = -3058257.427618
  nChanged 68
		SP:Iteration 143Q (3978.940000 sec): 3 clusters
  Score: Raw -3063221.442777 + Penalty 4951.655470 = -3058269.787307
  nChanged 65
		SP:Iteration 144Q (3979.010000 sec): 3 clusters
  Score: Raw -3063232.080364 + Penalty 4951.655470 = -3058280.424894
  nChanged 48
		SP:Iteration 145Q (3979.080000 sec): 3 clusters
  Score: Raw -3063238.608861 + Penalty 4951.655470 = -3058286.953391
  nChanged 33
		SP:Iteration 146Q (3979.140000 sec): 3 clusters
  Score: Raw -3063243.398650 + Penalty 4951.655470 = -3058291.743179
  nChanged 30
		SP:Iteration 147Q (3979.210000 sec): 3 clusters
  Score: Raw -3063247.643585 + Penalty 4951.655470 = -3058295.988115
  nChanged 30
		SP:Iteration 148Q (3979.280000 sec): 3 clusters
  Score: Raw -3063252.562054 + Penalty 4951.655470 = -3058300.906583
  nChanged 27
		SP:Iteration 149Q (3979.350000 sec): 3 clusters
  Score: Raw -3063256.471841 + Penalty 4951.655470 = -3058304.816370
  nChanged 25
		SP:Iteration 150Q (3979.420000 sec): 3 clusters
  Score: Raw -3063260.363663 + Penalty 4951.655470 = -3058308.708193
  nChanged 21
		SP:Iteration 151Q (3979.480000 sec): 3 clusters
  Score: Raw -3063265.512431 + Penalty 4951.655470 = -3058313.856961
  nChanged 23
		SP:Iteration 152Q (3979.550000 sec): 3 clusters
  Score: Raw -3063268.948079 + Penalty 4951.655470 = -3058317.292609
  nChanged 32
		SP:Iteration 153Q (3979.620000 sec): 3 clusters
  Score: Raw -3063274.450579 + Penalty 4951.655470 = -3058322.795109
  nChanged 27
		SP:Iteration 154Q (3979.680000 sec): 3 clusters
  Score: Raw -3063278.270000 + Penalty 4951.655470 = -3058326.614530
  nChanged 16
		SP:Iteration 155Q (3979.750000 sec): 3 clusters
  Score: Raw -3063280.497903 + Penalty 4951.655470 = -3058328.842433
  nChanged 21
		SP:Iteration 156Q (3979.820000 sec): 3 clusters
  Score: Raw -3063283.499106 + Penalty 4951.655470 = -3058331.843636
  nChanged 21
		SP:Iteration 157Q (3979.890000 sec): 3 clusters
  Score: Raw -3063286.184678 + Penalty 4951.655470 = -3058334.529207
  nChanged 19
		SP:Iteration 158Q (3979.960000 sec): 3 clusters
  Score: Raw -3063288.770999 + Penalty 4951.655470 = -3058337.115528
  nChanged 17
		SP:Iteration 159Q (3980.020000 sec): 3 clusters
  Score: Raw -3063290.945407 + Penalty 4951.655470 = -3058339.289936
  nChanged 14
		SP:Iteration 160F (3980.100000 sec): 3 clusters
  Score: Raw -3063292.420104 + Penalty 4951.655470 = -3058340.764634
  nChanged 6
		SP:Iteration 161Q (3980.170000 sec): 3 clusters
  Score: Raw -3063293.036941 + Penalty 4951.655470 = -3058341.381471
  nChanged 7
		SP:Iteration 162Q (3980.240000 sec): 3 clusters
  Score: Raw -3063293.552586 + Penalty 4951.655470 = -3058341.897116
  nChanged 5
		SP:Iteration 163Q (3980.300000 sec): 3 clusters
  Score: Raw -3063294.088351 + Penalty 4951.655470 = -3058342.432881
  nChanged 6
		SP:Iteration 164Q (3980.370000 sec): 3 clusters
  Score: Raw -3063294.782812 + Penalty 4951.655470 = -3058343.127342
  nChanged 6
		SP:Iteration 165Q (3980.440000 sec): 3 clusters
  Score: Raw -3063295.529379 + Penalty 4951.655470 = -3058343.873909
  nChanged 4
		SP:Iteration 166Q (3980.510000 sec): 3 clusters
  Score: Raw -3063295.949838 + Penalty 4951.655470 = -3058344.294368
  nChanged 5
		SP:Iteration 167Q (3980.580000 sec): 3 clusters
  Score: Raw -3063296.821999 + Penalty 4951.655470 = -3058345.166529
  nChanged 5
		SP:Iteration 168Q (3980.640000 sec): 3 clusters
  Score: Raw -3063297.448438 + Penalty 4951.655470 = -3058345.792967
  nChanged 12
		SP:Iteration 169Q (3980.710000 sec): 3 clusters
  Score: Raw -3063299.173132 + Penalty 4951.655470 = -3058347.517661
  nChanged 9
		SP:Iteration 170Q (3980.780000 sec): 3 clusters
  Score: Raw -3063300.189094 + Penalty 4951.655470 = -3058348.533624
  nChanged 12
		SP:Iteration 171Q (3980.840000 sec): 3 clusters
  Score: Raw -3063302.251938 + Penalty 4951.655470 = -3058350.596468
  nChanged 15
		SP:Iteration 172Q (3980.910000 sec): 3 clusters
  Score: Raw -3063304.620425 + Penalty 4951.655470 = -3058352.964955
  nChanged 12
		SP:Iteration 173Q (3980.980000 sec): 3 clusters
  Score: Raw -3063305.685327 + Penalty 4951.655470 = -3058354.029857
  nChanged 6
		SP:Iteration 174Q (3981.040000 sec): 3 clusters
  Score: Raw -3063306.386929 + Penalty 4951.655470 = -3058354.731459
  nChanged 6
		SP:Iteration 175Q (3981.110000 sec): 3 clusters
  Score: Raw -3063306.987516 + Penalty 4951.655470 = -3058355.332046
  nChanged 8
		SP:Iteration 176Q (3981.180000 sec): 3 clusters
  Score: Raw -3063307.725889 + Penalty 4951.655470 = -3058356.070419
  nChanged 9
		SP:Iteration 177Q (3981.240000 sec): 3 clusters
  Score: Raw -3063308.631365 + Penalty 4951.655470 = -3058356.975895
  nChanged 8
		SP:Iteration 178Q (3981.310000 sec): 3 clusters
  Score: Raw -3063309.464339 + Penalty 4951.655470 = -3058357.808869
  nChanged 9
		SP:Iteration 179Q (3981.380000 sec): 3 clusters
  Score: Raw -3063310.356434 + Penalty 4951.655470 = -3058358.700964
  nChanged 9
		SP:Iteration 180F (3981.460000 sec): 3 clusters
  Score: Raw -3063311.186140 + Penalty 4951.655470 = -3058359.530669
  nChanged 8
		SP:Iteration 181Q (3981.520000 sec): 3 clusters
  Score: Raw -3063312.221244 + Penalty 4951.655470 = -3058360.565773
  nChanged 6
		SP:Iteration 182Q (3981.590000 sec): 3 clusters
  Score: Raw -3063312.901357 + Penalty 4951.655470 = -3058361.245886
  nChanged 4
		SP:Iteration 183Q (3981.660000 sec): 3 clusters
  Score: Raw -3063313.748513 + Penalty 4951.655470 = -3058362.093042
  nChanged 3
		SP:Iteration 184Q (3981.720000 sec): 3 clusters
  Score: Raw -3063314.191740 + Penalty 4951.655470 = -3058362.536269
  nChanged 5
		SP:Iteration 185Q (3981.790000 sec): 3 clusters
  Score: Raw -3063314.782932 + Penalty 4951.655470 = -3058363.127462
  nChanged 7
		SP:Iteration 186Q (3981.860000 sec): 3 clusters
  Score: Raw -3063315.783853 + Penalty 4951.655470 = -3058364.128383
  nChanged 4
		SP:Iteration 187Q (3981.920000 sec): 3 clusters
  Score: Raw -3063316.074584 + Penalty 4951.655470 = -3058364.419114
  nChanged 6
		SP:Iteration 188Q (3981.990000 sec): 3 clusters
  Score: Raw -3063317.251043 + Penalty 4951.655470 = -3058365.595573
  nChanged 11
		SP:Iteration 189Q (3982.060000 sec): 3 clusters
  Score: Raw -3063319.382895 + Penalty 4951.655470 = -3058367.727424
  nChanged 14
		SP:Iteration 190Q (3982.120000 sec): 3 clusters
  Score: Raw -3063320.896330 + Penalty 4951.655470 = -3058369.240860
  nChanged 14
		SP:Iteration 191Q (3982.190000 sec): 3 clusters
  Score: Raw -3063322.498739 + Penalty 4951.655470 = -3058370.843269
  nChanged 9
		SP:Iteration 192Q (3982.260000 sec): 3 clusters
  Score: Raw -3063323.577188 + Penalty 4951.655470 = -3058371.921718
  nChanged 10
		SP:Iteration 193Q (3982.320000 sec): 3 clusters
  Score: Raw -3063325.101954 + Penalty 4951.655470 = -3058373.446484
  nChanged 11
		SP:Iteration 194Q (3982.390000 sec): 3 clusters
  Score: Raw -3063326.505219 + Penalty 4951.655470 = -3058374.849748
  nChanged 14
		SP:Iteration 195Q (3982.460000 sec): 3 clusters
  Score: Raw -3063328.762380 + Penalty 4951.655470 = -3058377.106909
  nChanged 21
		SP:Iteration 196Q (3982.520000 sec): 3 clusters
  Score: Raw -3063332.398654 + Penalty 4951.655470 = -3058380.743183
  nChanged 23
		SP:Iteration 197Q (3982.590000 sec): 3 clusters
  Score: Raw -3063336.057963 + Penalty 4951.655470 = -3058384.402493
  nChanged 19
		SP:Iteration 198Q (3982.660000 sec): 3 clusters
  Score: Raw -3063338.798149 + Penalty 4951.655470 = -3058387.142679
  nChanged 18
		SP:Iteration 199Q (3982.720000 sec): 3 clusters
  Score: Raw -3063341.222605 + Penalty 4951.655470 = -3058389.567134
  nChanged 18
		SP:Iteration 200F (3982.800000 sec): 3 clusters
  Score: Raw -3063344.409386 + Penalty 4951.655470 = -3058392.753916
  nChanged 22
		SP:Iteration 201Q (3982.870000 sec): 3 clusters
  Score: Raw -3063348.067040 + Penalty 4951.655470 = -3058396.411569
  nChanged 24
		SP:Iteration 202Q (3982.940000 sec): 3 clusters
  Score: Raw -3063351.649536 + Penalty 4951.655470 = -3058399.994066
  nChanged 20
		SP:Iteration 203Q (3983.000000 sec): 3 clusters
  Score: Raw -3063354.146008 + Penalty 4951.655470 = -3058402.490538
  nChanged 17
		SP:Iteration 204Q (3983.070000 sec): 3 clusters
  Score: Raw -3063356.283777 + Penalty 4951.655470 = -3058404.628307
  nChanged 11
		SP:Iteration 205Q (3983.140000 sec): 3 clusters
  Score: Raw -3063357.739701 + Penalty 4951.655470 = -3058406.084230
  nChanged 9
		SP:Iteration 206Q (3983.200000 sec): 3 clusters
  Score: Raw -3063358.845144 + Penalty 4951.655470 = -3058407.189673
  nChanged 9
		SP:Iteration 207Q (3983.270000 sec): 3 clusters
  Score: Raw -3063359.912486 + Penalty 4951.655470 = -3058408.257016
  nChanged 8
		SP:Iteration 208Q (3983.330000 sec): 3 clusters
  Score: Raw -3063361.063754 + Penalty 4951.655470 = -3058409.408284
  nChanged 8
		SP:Iteration 209Q (3983.400000 sec): 3 clusters
  Score: Raw -3063361.900633 + Penalty 4951.655470 = -3058410.245162
  nChanged 7
		SP:Iteration 210Q (3983.470000 sec): 3 clusters
  Score: Raw -3063362.675316 + Penalty 4951.655470 = -3058411.019846
  nChanged 2
		SP:Iteration 211Q (3983.530000 sec): 3 clusters
  Score: Raw -3063362.825955 + Penalty 4951.655470 = -3058411.170485
  nChanged 1
		SP:Iteration 212Q (3983.600000 sec): 3 clusters
  Score: Raw -3063363.011816 + Penalty 4951.655470 = -3058411.356346
  nChanged 2
		SP:Iteration 213Q (3983.670000 sec): 3 clusters
  Score: Raw -3063363.404334 + Penalty 4951.655470 = -3058411.748863
  nChanged 8
		SP:Iteration 214Q (3983.730000 sec): 3 clusters
  Score: Raw -3063364.738602 + Penalty 4951.655470 = -3058413.083132
  nChanged 10
		SP:Iteration 215Q (3983.800000 sec): 3 clusters
  Score: Raw -3063365.641274 + Penalty 4951.655470 = -3058413.985803
  nChanged 5
		SP:Iteration 216Q (3983.860000 sec): 3 clusters
  Score: Raw -3063366.143871 + Penalty 4951.655470 = -3058414.488401
  nChanged 4
		SP:Iteration 217Q (3983.930000 sec): 3 clusters
  Score: Raw -3063366.601257 + Penalty 4951.655470 = -3058414.945787
  nChanged 7
		SP:Iteration 218Q (3984.000000 sec): 3 clusters
  Score: Raw -3063367.611015 + Penalty 4951.655470 = -3058415.955544
  nChanged 6
		SP:Iteration 219Q (3984.060000 sec): 3 clusters
  Score: Raw -3063368.389511 + Penalty 4951.655470 = -3058416.734040
  nChanged 7
		SP:Iteration 220F (3984.140000 sec): 3 clusters
  Score: Raw -3063369.579374 + Penalty 4951.655470 = -3058417.923904
  nChanged 9
		SP:Iteration 221Q (3984.200000 sec): 3 clusters
  Score: Raw -3063370.669171 + Penalty 4951.655470 = -3058419.013700
  nChanged 10
		SP:Iteration 222Q (3984.270000 sec): 3 clusters
  Score: Raw -3063372.036865 + Penalty 4951.655470 = -3058420.381394
  nChanged 10
		SP:Iteration 223Q (3984.340000 sec): 3 clusters
  Score: Raw -3063373.246977 + Penalty 4951.655470 = -3058421.591507
  nChanged 11
		SP:Iteration 224Q (3984.400000 sec): 3 clusters
  Score: Raw -3063374.739209 + Penalty 4951.655470 = -3058423.083738
  nChanged 5
		SP:Iteration 225Q (3984.470000 sec): 3 clusters
  Score: Raw -3063375.340321 + Penalty 4951.655470 = -3058423.684851
  nChanged 5
		SP:Iteration 226Q (3984.540000 sec): 3 clusters
  Score: Raw -3063376.269817 + Penalty 4951.655470 = -3058424.614347
  nChanged 3
		SP:Iteration 227Q (3984.600000 sec): 3 clusters
  Score: Raw -3063376.672202 + Penalty 4951.655470 = -3058425.016732
  nChanged 5
		SP:Iteration 228Q (3984.670000 sec): 3 clusters
  Score: Raw -3063377.341630 + Penalty 4951.655470 = -3058425.686159
  nChanged 7
		SP:Iteration 229Q (3984.730000 sec): 3 clusters
  Score: Raw -3063377.978928 + Penalty 4951.655470 = -3058426.323458
  nChanged 6
		SP:Iteration 230Q (3984.800000 sec): 3 clusters
  Score: Raw -3063378.719538 + Penalty 4951.655470 = -3058427.064067
  nChanged 6
		SP:Iteration 231Q (3984.860000 sec): 3 clusters
  Score: Raw -3063379.330023 + Penalty 4951.655470 = -3058427.674552
  nChanged 3
		SP:Iteration 232Q (3984.930000 sec): 3 clusters
  Score: Raw -3063379.635175 + Penalty 4951.655470 = -3058427.979704
  nChanged 5
		SP:Iteration 233Q (3985.000000 sec): 3 clusters
  Score: Raw -3063380.376385 + Penalty 4951.655470 = -3058428.720915
  nChanged 5
		SP:Iteration 234Q (3985.060000 sec): 3 clusters
  Score: Raw -3063380.963804 + Penalty 4951.655470 = -3058429.308333
  nChanged 6
		SP:Iteration 235Q (3985.120000 sec): 3 clusters
  Score: Raw -3063381.719817 + Penalty 4951.655470 = -3058430.064346
  nChanged 5
		SP:Iteration 236Q (3985.190000 sec): 3 clusters
  Score: Raw -3063382.196371 + Penalty 4951.655470 = -3058430.540901
  nChanged 3
		SP:Iteration 237Q (3985.260000 sec): 3 clusters
  Score: Raw -3063382.511112 + Penalty 4951.655470 = -3058430.855642
  nChanged 3
		SP:Iteration 238Q (3985.320000 sec): 3 clusters
  Score: Raw -3063382.809043 + Penalty 4951.655470 = -3058431.153572
  nChanged 5
		SP:Iteration 239Q (3985.390000 sec): 3 clusters
  Score: Raw -3063383.219434 + Penalty 4951.655470 = -3058431.563963
  nChanged 2
		SP:Iteration 240F (3985.460000 sec): 3 clusters
  Score: Raw -3063383.603043 + Penalty 4951.655470 = -3058431.947572
  nChanged 3
		SP:Iteration 241Q (3985.530000 sec): 3 clusters
  Score: Raw -3063384.029848 + Penalty 4951.655470 = -3058432.374377
  nChanged 6
		SP:Iteration 242Q (3985.600000 sec): 3 clusters
  Score: Raw -3063384.849944 + Penalty 4951.655470 = -3058433.194474
  nChanged 3
		SP:Iteration 243Q (3985.660000 sec): 3 clusters
  Score: Raw -3063385.114859 + Penalty 4951.655470 = -3058433.459389
  nChanged 2
		SP:Iteration 244Q (3985.730000 sec): 3 clusters
  Score: Raw -3063385.299539 + Penalty 4951.655470 = -3058433.644069
  nChanged 2
		SP:Iteration 245Q (3985.800000 sec): 3 clusters
  Score: Raw -3063385.443198 + Penalty 4951.655470 = -3058433.787728
  nChanged 1
		SP:Iteration 246Q (3985.860000 sec): 3 clusters
  Score: Raw -3063385.606173 + Penalty 4951.655470 = -3058433.950702
  nChanged 1
		SP:Iteration 247Q (3985.930000 sec): 3 clusters
  Score: Raw -3063385.721041 + Penalty 4951.655470 = -3058434.065571
  nChanged 1
		SP:Iteration 248Q (3985.990000 sec): 3 clusters
  Score: Raw -3063385.848589 + Penalty 4951.655470 = -3058434.193119
  nChanged 2
		SP:Iteration 249Q (3986.060000 sec): 3 clusters
  Score: Raw -3063386.082947 + Penalty 4951.655470 = -3058434.427477
  nChanged 1
		SP:Iteration 250Q (3986.120000 sec): 3 clusters
  Score: Raw -3063386.186774 + Penalty 4951.655470 = -3058434.531304
  nChanged 0
		SP:Iteration 251F (3986.200000 sec): 3 clusters
  Score: Raw -3063386.186774 + Penalty 4951.655470 = -3058434.531304
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (1090 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3986.220000 sec): 2 clusters
  Score: Raw -150532.910184 + Penalty 1734.495378 = -148798.414806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3986.220000 sec): 3 clusters
  Score: Raw -150336.745879 + Penalty 3468.990756 = -146867.755123
  nChanged 298
		SP:Iteration 1F (3986.220000 sec): 3 clusters
  Score: Raw -150808.676446 + Penalty 3468.990756 = -147339.685690
  nChanged 109
		SP:Iteration 2F (3986.230000 sec): 3 clusters
  Score: Raw -151110.121116 + Penalty 3468.990756 = -147641.130361
  nChanged 74
		SP:Iteration 3F (3986.240000 sec): 3 clusters
  Score: Raw -151358.766574 + Penalty 3468.990756 = -147889.775818
  nChanged 52
		SP:Iteration 4Q (3986.240000 sec): 3 clusters
  Score: Raw -151502.467882 + Penalty 3468.990756 = -148033.477127
  nChanged 41
		SP:Iteration 5Q (3986.240000 sec): 3 clusters
  Score: Raw -151595.216752 + Penalty 3468.990756 = -148126.225996
  nChanged 29
		SP:Iteration 6Q (3986.250000 sec): 3 clusters
  Score: Raw -151644.360325 + Penalty 3468.990756 = -148175.369569
  nChanged 27
		SP:Iteration 7Q (3986.250000 sec): 3 clusters
  Score: Raw -151705.471409 + Penalty 3468.990756 = -148236.480653
  nChanged 32
		SP:Iteration 8Q (3986.250000 sec): 3 clusters
  Score: Raw -151762.474974 + Penalty 3468.990756 = -148293.484218
  nChanged 23
		SP:Iteration 9Q (3986.260000 sec): 3 clusters
  Score: Raw -151811.480889 + Penalty 3468.990756 = -148342.490133
  nChanged 21
		SP:Iteration 10Q (3986.260000 sec): 3 clusters
  Score: Raw -151858.682099 + Penalty 3468.990756 = -148389.691344
  nChanged 24
		SP:Iteration 11Q (3986.260000 sec): 3 clusters
  Score: Raw -151920.114765 + Penalty 3468.990756 = -148451.124009
  nChanged 19
		SP:Iteration 12Q (3986.270000 sec): 3 clusters
  Score: Raw -151971.060065 + Penalty 3468.990756 = -148502.069310
  nChanged 12
		SP:Iteration 13Q (3986.270000 sec): 3 clusters
  Score: Raw -152015.606110 + Penalty 3468.990756 = -148546.615354
  nChanged 14
		SP:Iteration 14Q (3986.270000 sec): 3 clusters
  Score: Raw -152120.459805 + Penalty 3468.990756 = -148651.469049
  nChanged 12
		SP:Iteration 15Q (3986.270000 sec): 3 clusters
  Score: Raw -152232.255220 + Penalty 3468.990756 = -148763.264464
  nChanged 9
		SP:Iteration 16Q (3986.280000 sec): 3 clusters
  Score: Raw -152303.941992 + Penalty 3468.990756 = -148834.951236
  nChanged 7
		SP:Iteration 17Q (3986.280000 sec): 3 clusters
  Score: Raw -152321.081643 + Penalty 3468.990756 = -148852.090887
  nChanged 5
		SP:Iteration 18Q (3986.290000 sec): 3 clusters
  Score: Raw -152327.584758 + Penalty 3468.990756 = -148858.594003
  nChanged 1
		SP:Iteration 19Q (3986.290000 sec): 3 clusters
  Score: Raw -152328.707539 + Penalty 3468.990756 = -148859.716783
  nChanged 1
		SP:Iteration 20F (3986.290000 sec): 3 clusters
  Score: Raw -152330.756869 + Penalty 3468.990756 = -148861.766114
  nChanged 1
		SP:Iteration 21Q (3986.290000 sec): 3 clusters
  Score: Raw -152331.724902 + Penalty 3468.990756 = -148862.734146
  nChanged 1
		SP:Iteration 22Q (3986.300000 sec): 3 clusters
  Score: Raw -152332.938856 + Penalty 3468.990756 = -148863.948100
  nChanged 0
		SP:Iteration 23F (3986.300000 sec): 3 clusters
  Score: Raw -152332.938856 + Penalty 3468.990756 = -148863.948100
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 24.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2436 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3986.310000 sec): 2 clusters
  Score: Raw -341048.277789 + Penalty 1933.931932 = -339114.345857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3986.330000 sec): 3 clusters
  Score: Raw -340103.989390 + Penalty 3867.863864 = -336236.125526
  nChanged 823
		SP:Iteration 1F (3986.330000 sec): 3 clusters
  Score: Raw -340687.521310 + Penalty 3867.863864 = -336819.657446
  nChanged 184
		SP:Iteration 2F (3986.340000 sec): 3 clusters
  Score: Raw -340832.756138 + Penalty 3867.863864 = -336964.892274
  nChanged 115
		SP:Iteration 3Q (3986.350000 sec): 3 clusters
  Score: Raw -340915.608180 + Penalty 3867.863864 = -337047.744316
  nChanged 88
		SP:Iteration 4Q (3986.360000 sec): 3 clusters
  Score: Raw -340990.670369 + Penalty 3867.863864 = -337122.806505
  nChanged 72
		SP:Iteration 5Q (3986.370000 sec): 3 clusters
  Score: Raw -341047.228856 + Penalty 3867.863864 = -337179.364993
  nChanged 65
		SP:Iteration 6Q (3986.380000 sec): 3 clusters
  Score: Raw -341093.163369 + Penalty 3867.863864 = -337225.299505
  nChanged 51
		SP:Iteration 7Q (3986.390000 sec): 3 clusters
  Score: Raw -341138.164008 + Penalty 3867.863864 = -337270.300144
  nChanged 44
		SP:Iteration 8Q (3986.390000 sec): 3 clusters
  Score: Raw -341173.731367 + Penalty 3867.863864 = -337305.867503
  nChanged 35
		SP:Iteration 9Q (3986.400000 sec): 3 clusters
  Score: Raw -341206.680492 + Penalty 3867.863864 = -337338.816628
  nChanged 41
		SP:Iteration 10Q (3986.410000 sec): 3 clusters
  Score: Raw -341246.309625 + Penalty 3867.863864 = -337378.445761
  nChanged 43
		SP:Iteration 11Q (3986.420000 sec): 3 clusters
  Score: Raw -341278.565981 + Penalty 3867.863864 = -337410.702117
  nChanged 31
		SP:Iteration 12Q (3986.430000 sec): 3 clusters
  Score: Raw -341296.027076 + Penalty 3867.863864 = -337428.163212
  nChanged 16
		SP:Iteration 13Q (3986.440000 sec): 3 clusters
  Score: Raw -341306.292633 + Penalty 3867.863864 = -337438.428769
  nChanged 14
		SP:Iteration 14Q (3986.450000 sec): 3 clusters
  Score: Raw -341314.482279 + Penalty 3867.863864 = -337446.618415
  nChanged 13
		SP:Iteration 15Q (3986.450000 sec): 3 clusters
  Score: Raw -341321.001916 + Penalty 3867.863864 = -337453.138052
  nChanged 9
		SP:Iteration 16Q (3986.470000 sec): 3 clusters
  Score: Raw -341326.050954 + Penalty 3867.863864 = -337458.187090
  nChanged 6
		SP:Iteration 17Q (3986.470000 sec): 3 clusters
  Score: Raw -341329.215432 + Penalty 3867.863864 = -337461.351569
  nChanged 6
		SP:Iteration 18Q (3986.480000 sec): 3 clusters
  Score: Raw -341332.712267 + Penalty 3867.863864 = -337464.848403
  nChanged 7
		SP:Iteration 19Q (3986.490000 sec): 3 clusters
  Score: Raw -341336.713715 + Penalty 3867.863864 = -337468.849851
  nChanged 7
		SP:Iteration 20F (3986.500000 sec): 3 clusters
  Score: Raw -341341.499765 + Penalty 3867.863864 = -337473.635901
  nChanged 3
		SP:Iteration 21Q (3986.510000 sec): 3 clusters
  Score: Raw -341343.053301 + Penalty 3867.863864 = -337475.189437
  nChanged 1
		SP:Iteration 22Q (3986.510000 sec): 3 clusters
  Score: Raw -341343.913106 + Penalty 3867.863864 = -337476.049242
  nChanged 1
		SP:Iteration 23Q (3986.530000 sec): 3 clusters
  Score: Raw -341344.226096 + Penalty 3867.863864 = -337476.362232
  nChanged 0
		SP:Iteration 24F (3986.530000 sec): 3 clusters
  Score: Raw -341344.226096 + Penalty 3867.863864 = -337476.362232
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (41480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3986.670000 sec): 2 clusters
  Score: Raw -6044216.585960 + Penalty 2636.975732 = -6041579.610228
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3986.830000 sec): 3 clusters
  Score: Raw -6018853.413692 + Penalty 5273.951465 = -6013579.462227
  nChanged 18942
		SP:Iteration 1F (3986.980000 sec): 3 clusters
  Score: Raw -6029309.678688 + Penalty 5273.951465 = -6024035.727224
  nChanged 1829
		SP:Iteration 2Q (3987.130000 sec): 3 clusters
  Score: Raw -6029984.726491 + Penalty 5273.951465 = -6024710.775026
  nChanged 1786
		SP:Iteration 3Q (3987.290000 sec): 3 clusters
  Score: Raw -6030706.945494 + Penalty 5273.951465 = -6025432.994030
  nChanged 1753
		SP:Iteration 4Q (3987.450000 sec): 3 clusters
  Score: Raw -6031455.536604 + Penalty 5273.951465 = -6026181.585139
  nChanged 1702
		SP:Iteration 5Q (3987.610000 sec): 3 clusters
  Score: Raw -6032193.267351 + Penalty 5273.951465 = -6026919.315887
  nChanged 1659
		SP:Iteration 6Q (3987.760000 sec): 3 clusters
  Score: Raw -6032937.795801 + Penalty 5273.951465 = -6027663.844336
  nChanged 1681
		SP:Iteration 7Q (3987.910000 sec): 3 clusters
  Score: Raw -6033674.976410 + Penalty 5273.951465 = -6028401.024945
  nChanged 1649
		SP:Iteration 8Q (3988.070000 sec): 3 clusters
  Score: Raw -6034436.968645 + Penalty 5273.951465 = -6029163.017181
  nChanged 1712
		SP:Iteration 9Q (3988.220000 sec): 3 clusters
  Score: Raw -6035305.978112 + Penalty 5273.951465 = -6030032.026647
  nChanged 1699
		SP:Iteration 10Q (3988.370000 sec): 3 clusters
  Score: Raw -6036241.180159 + Penalty 5273.951465 = -6030967.228695
  nChanged 1728
		SP:Iteration 11Q (3988.530000 sec): 3 clusters
  Score: Raw -6037197.361830 + Penalty 5273.951465 = -6031923.410365
  nChanged 1715
		SP:Iteration 12Q (3988.680000 sec): 3 clusters
  Score: Raw -6038168.461519 + Penalty 5273.951465 = -6032894.510054
  nChanged 1601
		SP:Iteration 13Q (3988.830000 sec): 3 clusters
  Score: Raw -6039103.282582 + Penalty 5273.951465 = -6033829.331118
  nChanged 1473
		SP:Iteration 14Q (3988.970000 sec): 3 clusters
  Score: Raw -6039995.083758 + Penalty 5273.951465 = -6034721.132294
  nChanged 1392
		SP:Iteration 15Q (3989.120000 sec): 3 clusters
  Score: Raw -6040845.783102 + Penalty 5273.951465 = -6035571.831637
  nChanged 1257
		SP:Iteration 16Q (3989.250000 sec): 3 clusters
  Score: Raw -6041643.465299 + Penalty 5273.951465 = -6036369.513834
  nChanged 1085
		SP:Iteration 17Q (3989.390000 sec): 3 clusters
  Score: Raw -6042394.206097 + Penalty 5273.951465 = -6037120.254632
  nChanged 924
		SP:Iteration 18Q (3989.520000 sec): 3 clusters
  Score: Raw -6043062.711488 + Penalty 5273.951465 = -6037788.760024
  nChanged 739
		SP:Iteration 19Q (3989.640000 sec): 3 clusters
  Score: Raw -6043625.760799 + Penalty 5273.951465 = -6038351.809334
  nChanged 545
		SP:Iteration 20F (3989.790000 sec): 3 clusters
  Score: Raw -6044054.358941 + Penalty 5273.951465 = -6038780.407476
  nChanged 404
		SP:Iteration 21Q (3989.910000 sec): 3 clusters
  Score: Raw -6044389.002336 + Penalty 5273.951465 = -6039115.050871
  nChanged 276
		SP:Iteration 22Q (3990.020000 sec): 3 clusters
  Score: Raw -6044621.173803 + Penalty 5273.951465 = -6039347.222339
  nChanged 165
		SP:Iteration 23Q (3990.130000 sec): 3 clusters
  Score: Raw -6044753.664174 + Penalty 5273.951465 = -6039479.712709
  nChanged 104
		SP:Iteration 24Q (3990.240000 sec): 3 clusters
  Score: Raw -6044836.711792 + Penalty 5273.951465 = -6039562.760328
  nChanged 75
		SP:Iteration 25Q (3990.350000 sec): 3 clusters
  Score: Raw -6044893.066618 + Penalty 5273.951465 = -6039619.115153
  nChanged 55
		SP:Iteration 26Q (3990.460000 sec): 3 clusters
  Score: Raw -6044937.706026 + Penalty 5273.951465 = -6039663.754561
  nChanged 32
		SP:Iteration 27Q (3990.570000 sec): 3 clusters
  Score: Raw -6044961.471886 + Penalty 5273.951465 = -6039687.520422
  nChanged 24
		SP:Iteration 28Q (3990.680000 sec): 3 clusters
  Score: Raw -6044975.708250 + Penalty 5273.951465 = -6039701.756785
  nChanged 15
		SP:Iteration 29Q (3990.780000 sec): 3 clusters
  Score: Raw -6044984.589664 + Penalty 5273.951465 = -6039710.638199
  nChanged 10
		SP:Iteration 30Q (3990.890000 sec): 3 clusters
  Score: Raw -6044992.002428 + Penalty 5273.951465 = -6039718.050963
  nChanged 2
		SP:Iteration 31Q (3991.000000 sec): 3 clusters
  Score: Raw -6044993.423631 + Penalty 5273.951465 = -6039719.472166
  nChanged 3
		SP:Iteration 32Q (3991.100000 sec): 3 clusters
  Score: Raw -6044995.583341 + Penalty 5273.951465 = -6039721.631877
  nChanged 4
		SP:Iteration 33Q (3991.210000 sec): 3 clusters
  Score: Raw -6044996.986100 + Penalty 5273.951465 = -6039723.034636
  nChanged 2
		SP:Iteration 34Q (3991.320000 sec): 3 clusters
  Score: Raw -6044998.147689 + Penalty 5273.951465 = -6039724.196225
  nChanged 2
		SP:Iteration 35Q (3991.420000 sec): 3 clusters
  Score: Raw -6044999.269607 + Penalty 5273.951465 = -6039725.318142
  nChanged 3
		SP:Iteration 36Q (3991.530000 sec): 3 clusters
  Score: Raw -6045001.135536 + Penalty 5273.951465 = -6039727.184072
  nChanged 2
		SP:Iteration 37Q (3991.640000 sec): 3 clusters
  Score: Raw -6045001.844674 + Penalty 5273.951465 = -6039727.893210
  nChanged 1
		SP:Iteration 38Q (3991.740000 sec): 3 clusters
  Score: Raw -6045002.038712 + Penalty 5273.951465 = -6039728.087247
  nChanged 1
		SP:Iteration 39Q (3991.860000 sec): 3 clusters
  Score: Raw -6045002.721982 + Penalty 5273.951465 = -6039728.770517
  nChanged 0
		SP:Iteration 40F (3992.010000 sec): 3 clusters
  Score: Raw -6045005.286108 + Penalty 5273.951465 = -6039731.334643
  nChanged 1
		SP:Iteration 41Q (3992.120000 sec): 3 clusters
  Score: Raw -6045006.313272 + Penalty 5273.951465 = -6039732.361807
  nChanged 0
		SP:Iteration 42F (3992.260000 sec): 3 clusters
  Score: Raw -6045006.313272 + Penalty 5273.951465 = -6039732.361807
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (65664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3992.480000 sec): 2 clusters
  Score: Raw -9455920.363210 + Penalty 2750.891915 = -9453169.471295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3992.730000 sec): 3 clusters
  Score: Raw -9414697.170160 + Penalty 5501.783830 = -9409195.386330
  nChanged 30570
		SP:Iteration 1F (3992.970000 sec): 3 clusters
  Score: Raw -9431823.110412 + Penalty 5501.783830 = -9426321.326582
  nChanged 2742
		SP:Iteration 2Q (3993.220000 sec): 3 clusters
  Score: Raw -9432754.625999 + Penalty 5501.783830 = -9427252.842169
  nChanged 3067
		SP:Iteration 3Q (3993.470000 sec): 3 clusters
  Score: Raw -9434056.832681 + Penalty 5501.783830 = -9428555.048851
  nChanged 3627
		SP:Iteration 4F (3993.710000 sec): 3 clusters
  Score: Raw -9435976.528854 + Penalty 5501.783830 = -9430474.745024
  nChanged 4156
		SP:Iteration 5F (3993.960000 sec): 3 clusters
  Score: Raw -9438598.593171 + Penalty 5501.783830 = -9433096.809341
  nChanged 4484
		SP:Iteration 6F (3994.200000 sec): 3 clusters
  Score: Raw -9441744.903152 + Penalty 5501.783830 = -9436243.119321
  nChanged 4350
		SP:Iteration 7F (3994.450000 sec): 3 clusters
  Score: Raw -9444998.208681 + Penalty 5501.783830 = -9439496.424851
  nChanged 3688
		SP:Iteration 8F (3994.700000 sec): 3 clusters
  Score: Raw -9447727.755909 + Penalty 5501.783830 = -9442225.972079
  nChanged 2871
		SP:Iteration 9Q (3994.930000 sec): 3 clusters
  Score: Raw -9449853.005685 + Penalty 5501.783830 = -9444351.221855
  nChanged 2196
		SP:Iteration 10Q (3995.170000 sec): 3 clusters
  Score: Raw -9451389.888012 + Penalty 5501.783830 = -9445888.104182
  nChanged 1624
		SP:Iteration 11Q (3995.390000 sec): 3 clusters
  Score: Raw -9452481.797028 + Penalty 5501.783830 = -9446980.013198
  nChanged 1286
		SP:Iteration 12Q (3995.600000 sec): 3 clusters
  Score: Raw -9453242.869006 + Penalty 5501.783830 = -9447741.085176
  nChanged 1031
		SP:Iteration 13Q (3995.810000 sec): 3 clusters
  Score: Raw -9453783.971712 + Penalty 5501.783830 = -9448282.187882
  nChanged 860
		SP:Iteration 14Q (3996.010000 sec): 3 clusters
  Score: Raw -9454222.502301 + Penalty 5501.783830 = -9448720.718471
  nChanged 731
		SP:Iteration 15Q (3996.210000 sec): 3 clusters
  Score: Raw -9454609.910770 + Penalty 5501.783830 = -9449108.126940
  nChanged 658
		SP:Iteration 16Q (3996.400000 sec): 3 clusters
  Score: Raw -9454987.922081 + Penalty 5501.783830 = -9449486.138251
  nChanged 581
		SP:Iteration 17Q (3996.590000 sec): 3 clusters
  Score: Raw -9455313.662693 + Penalty 5501.783830 = -9449811.878863
  nChanged 422
		SP:Iteration 18Q (3996.780000 sec): 3 clusters
  Score: Raw -9455562.288390 + Penalty 5501.783830 = -9450060.504560
  nChanged 366
		SP:Iteration 19Q (3996.960000 sec): 3 clusters
  Score: Raw -9455802.485657 + Penalty 5501.783830 = -9450300.701827
  nChanged 279
		SP:Iteration 20F (3997.200000 sec): 3 clusters
  Score: Raw -9455982.739063 + Penalty 5501.783830 = -9450480.955233
  nChanged 206
		SP:Iteration 21Q (3997.380000 sec): 3 clusters
  Score: Raw -9456108.000190 + Penalty 5501.783830 = -9450606.216359
  nChanged 197
		SP:Iteration 22Q (3997.560000 sec): 3 clusters
  Score: Raw -9456229.798285 + Penalty 5501.783830 = -9450728.014455
  nChanged 167
		SP:Iteration 23Q (3997.730000 sec): 3 clusters
  Score: Raw -9456326.203842 + Penalty 5501.783830 = -9450824.420012
  nChanged 133
		SP:Iteration 24Q (3997.900000 sec): 3 clusters
  Score: Raw -9456397.111339 + Penalty 5501.783830 = -9450895.327509
  nChanged 107
		SP:Iteration 25Q (3998.080000 sec): 3 clusters
  Score: Raw -9456455.928477 + Penalty 5501.783830 = -9450954.144647
  nChanged 100
		SP:Iteration 26Q (3998.250000 sec): 3 clusters
  Score: Raw -9456514.371170 + Penalty 5501.783830 = -9451012.587339
  nChanged 85
		SP:Iteration 27Q (3998.420000 sec): 3 clusters
  Score: Raw -9456568.772588 + Penalty 5501.783830 = -9451066.988758
  nChanged 81
		SP:Iteration 28Q (3998.600000 sec): 3 clusters
  Score: Raw -9456608.896839 + Penalty 5501.783830 = -9451107.113009
  nChanged 60
		SP:Iteration 29Q (3998.770000 sec): 3 clusters
  Score: Raw -9456639.631735 + Penalty 5501.783830 = -9451137.847905
  nChanged 50
		SP:Iteration 30Q (3998.940000 sec): 3 clusters
  Score: Raw -9456662.589512 + Penalty 5501.783830 = -9451160.805682
  nChanged 42
		SP:Iteration 31Q (3999.110000 sec): 3 clusters
  Score: Raw -9456686.343404 + Penalty 5501.783830 = -9451184.559574
  nChanged 34
		SP:Iteration 32Q (3999.280000 sec): 3 clusters
  Score: Raw -9456705.712149 + Penalty 5501.783830 = -9451203.928319
  nChanged 35
		SP:Iteration 33Q (3999.450000 sec): 3 clusters
  Score: Raw -9456724.123339 + Penalty 5501.783830 = -9451222.339509
  nChanged 30
		SP:Iteration 34Q (3999.620000 sec): 3 clusters
  Score: Raw -9456739.449276 + Penalty 5501.783830 = -9451237.665446
  nChanged 26
		SP:Iteration 35Q (3999.790000 sec): 3 clusters
  Score: Raw -9456751.340062 + Penalty 5501.783830 = -9451249.556232
  nChanged 20
		SP:Iteration 36Q (3999.960000 sec): 3 clusters
  Score: Raw -9456758.066814 + Penalty 5501.783830 = -9451256.282984
  nChanged 13
		SP:Iteration 37Q (4000.130000 sec): 3 clusters
  Score: Raw -9456761.639803 + Penalty 5501.783830 = -9451259.855973
  nChanged 10
		SP:Iteration 38Q (4000.300000 sec): 3 clusters
  Score: Raw -9456765.514116 + Penalty 5501.783830 = -9451263.730286
  nChanged 9
		SP:Iteration 39Q (4000.470000 sec): 3 clusters
  Score: Raw -9456770.291910 + Penalty 5501.783830 = -9451268.508080
  nChanged 11
		SP:Iteration 40F (4000.710000 sec): 3 clusters
  Score: Raw -9456774.898393 + Penalty 5501.783830 = -9451273.114563
  nChanged 8
		SP:Iteration 41Q (4000.880000 sec): 3 clusters
  Score: Raw -9456777.635990 + Penalty 5501.783830 = -9451275.852159
  nChanged 6
		SP:Iteration 42Q (4001.040000 sec): 3 clusters
  Score: Raw -9456779.156593 + Penalty 5501.783830 = -9451277.372763
  nChanged 4
		SP:Iteration 43Q (4001.210000 sec): 3 clusters
  Score: Raw -9456780.120376 + Penalty 5501.783830 = -9451278.336546
  nChanged 6
		SP:Iteration 44Q (4001.380000 sec): 3 clusters
  Score: Raw -9456782.426824 + Penalty 5501.783830 = -9451280.642994
  nChanged 5
		SP:Iteration 45Q (4001.550000 sec): 3 clusters
  Score: Raw -9456783.896434 + Penalty 5501.783830 = -9451282.112604
  nChanged 5
		SP:Iteration 46Q (4001.720000 sec): 3 clusters
  Score: Raw -9456785.816314 + Penalty 5501.783830 = -9451284.032484
  nChanged 4
		SP:Iteration 47Q (4001.890000 sec): 3 clusters
  Score: Raw -9456786.964952 + Penalty 5501.783830 = -9451285.181121
  nChanged 1
		SP:Iteration 48Q (4002.060000 sec): 3 clusters
  Score: Raw -9456787.262741 + Penalty 5501.783830 = -9451285.478911
  nChanged 3
		SP:Iteration 49Q (4002.220000 sec): 3 clusters
  Score: Raw -9456788.055227 + Penalty 5501.783830 = -9451286.271397
  nChanged 3
		SP:Iteration 50Q (4002.390000 sec): 3 clusters
  Score: Raw -9456788.875335 + Penalty 5501.783830 = -9451287.091505
  nChanged 2
		SP:Iteration 51Q (4002.560000 sec): 3 clusters
  Score: Raw -9456789.267961 + Penalty 5501.783830 = -9451287.484131
  nChanged 2
		SP:Iteration 52Q (4002.730000 sec): 3 clusters
  Score: Raw -9456789.944715 + Penalty 5501.783830 = -9451288.160885
  nChanged 4
		SP:Iteration 53Q (4002.900000 sec): 3 clusters
  Score: Raw -9456791.995941 + Penalty 5501.783830 = -9451290.212111
  nChanged 6
		SP:Iteration 54Q (4003.070000 sec): 3 clusters
  Score: Raw -9456794.607994 + Penalty 5501.783830 = -9451292.824164
  nChanged 8
		SP:Iteration 55Q (4003.240000 sec): 3 clusters
  Score: Raw -9456798.484489 + Penalty 5501.783830 = -9451296.700659
  nChanged 10
		SP:Iteration 56Q (4003.400000 sec): 3 clusters
  Score: Raw -9456802.074961 + Penalty 5501.783830 = -9451300.291131
  nChanged 10
		SP:Iteration 57Q (4003.570000 sec): 3 clusters
  Score: Raw -9456805.642418 + Penalty 5501.783830 = -9451303.858588
  nChanged 9
		SP:Iteration 58Q (4003.740000 sec): 3 clusters
  Score: Raw -9456809.153190 + Penalty 5501.783830 = -9451307.369360
  nChanged 4
		SP:Iteration 59Q (4003.910000 sec): 3 clusters
  Score: Raw -9456812.581173 + Penalty 5501.783830 = -9451310.797343
  nChanged 5
		SP:Iteration 60F (4004.140000 sec): 3 clusters
  Score: Raw -9456814.480006 + Penalty 5501.783830 = -9451312.696176
  nChanged 5
		SP:Iteration 61Q (4004.310000 sec): 3 clusters
  Score: Raw -9456815.757712 + Penalty 5501.783830 = -9451313.973881
  nChanged 1
		SP:Iteration 62Q (4004.480000 sec): 3 clusters
  Score: Raw -9456815.947688 + Penalty 5501.783830 = -9451314.163858
  nChanged 1
		SP:Iteration 63Q (4004.650000 sec): 3 clusters
  Score: Raw -9456816.492976 + Penalty 5501.783830 = -9451314.709146
  nChanged 1
		SP:Iteration 64Q (4004.820000 sec): 3 clusters
  Score: Raw -9456816.622253 + Penalty 5501.783830 = -9451314.838423
  nChanged 0
		SP:Iteration 65F (4005.050000 sec): 3 clusters
  Score: Raw -9456816.622253 + Penalty 5501.783830 = -9451314.838423
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (312482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4006.590000 sec): 2 clusters
  Score: Raw -46366846.089501 + Penalty 3137.770932 = -46363708.318569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4007.750000 sec): 3 clusters
  Score: Raw -46160262.058752 + Penalty 6275.541865 = -46153986.516887
  nChanged 151327
		SP:Iteration 1F (4008.910000 sec): 3 clusters
  Score: Raw -46249929.129061 + Penalty 6275.541865 = -46243653.587197
  nChanged 8515
		SP:Iteration 2Q (4010.090000 sec): 3 clusters
  Score: Raw -46251958.873626 + Penalty 6275.541865 = -46245683.331761
  nChanged 10001
		SP:Iteration 3Q (4011.270000 sec): 3 clusters
  Score: Raw -46255089.781241 + Penalty 6275.541865 = -46248814.239376
  nChanged 12470
		SP:Iteration 4Q (4012.460000 sec): 3 clusters
  Score: Raw -46260417.981432 + Penalty 6275.541865 = -46254142.439567
  nChanged 15390
		SP:Iteration 5Q (4013.630000 sec): 3 clusters
  Score: Raw -46269185.907697 + Penalty 6275.541865 = -46262910.365833
  nChanged 18995
		SP:Iteration 6F (4014.790000 sec): 3 clusters
  Score: Raw -46283231.470552 + Penalty 6275.541865 = -46276955.928687
  nChanged 21589
		SP:Iteration 7F (4015.940000 sec): 3 clusters
  Score: Raw -46302659.908077 + Penalty 6275.541865 = -46296384.366212
  nChanged 21741
		SP:Iteration 8F (4017.100000 sec): 3 clusters
  Score: Raw -46323724.505447 + Penalty 6275.541865 = -46317448.963582
  nChanged 18869
		SP:Iteration 9F (4018.250000 sec): 3 clusters
  Score: Raw -46340485.897239 + Penalty 6275.541865 = -46334210.355375
  nChanged 14805
		SP:Iteration 10Q (4019.330000 sec): 3 clusters
  Score: Raw -46352118.300182 + Penalty 6275.541865 = -46345842.758318
  nChanged 11323
		SP:Iteration 11Q (4020.360000 sec): 3 clusters
  Score: Raw -46360148.180732 + Penalty 6275.541865 = -46353872.638868
  nChanged 8912
		SP:Iteration 12Q (4021.370000 sec): 3 clusters
  Score: Raw -46365818.714719 + Penalty 6275.541865 = -46359543.172854
  nChanged 7192
		SP:Iteration 13Q (4022.350000 sec): 3 clusters
  Score: Raw -46369832.011958 + Penalty 6275.541865 = -46363556.470094
  nChanged 5733
		SP:Iteration 14Q (4023.320000 sec): 3 clusters
  Score: Raw -46372539.340615 + Penalty 6275.541865 = -46366263.798750
  nChanged 4489
		SP:Iteration 15Q (4024.270000 sec): 3 clusters
  Score: Raw -46374280.714214 + Penalty 6275.541865 = -46368005.172350
  nChanged 3432
		SP:Iteration 16Q (4025.200000 sec): 3 clusters
  Score: Raw -46375366.691624 + Penalty 6275.541865 = -46369091.149759
  nChanged 2754
		SP:Iteration 17Q (4026.130000 sec): 3 clusters
  Score: Raw -46376104.522095 + Penalty 6275.541865 = -46369828.980230
  nChanged 2292
		SP:Iteration 18Q (4027.050000 sec): 3 clusters
  Score: Raw -46376633.660264 + Penalty 6275.541865 = -46370358.118399
  nChanged 1961
		SP:Iteration 19Q (4027.980000 sec): 3 clusters
  Score: Raw -46377026.096154 + Penalty 6275.541865 = -46370750.554289
  nChanged 1626
		SP:Iteration 20F (4029.120000 sec): 3 clusters
  Score: Raw -46377307.723237 + Penalty 6275.541865 = -46371032.181372
  nChanged 1406
		SP:Iteration 21Q (4030.020000 sec): 3 clusters
  Score: Raw -46377526.405922 + Penalty 6275.541865 = -46371250.864057
  nChanged 1171
		SP:Iteration 22Q (4030.930000 sec): 3 clusters
  Score: Raw -46377687.289821 + Penalty 6275.541865 = -46371411.747956
  nChanged 963
		SP:Iteration 23Q (4031.830000 sec): 3 clusters
  Score: Raw -46377800.425588 + Penalty 6275.541865 = -46371524.883723
  nChanged 793
		SP:Iteration 24Q (4032.730000 sec): 3 clusters
  Score: Raw -46377883.885426 + Penalty 6275.541865 = -46371608.343562
  nChanged 639
		SP:Iteration 25Q (4033.630000 sec): 3 clusters
  Score: Raw -46377943.041750 + Penalty 6275.541865 = -46371667.499885
  nChanged 546
		SP:Iteration 26Q (4034.520000 sec): 3 clusters
  Score: Raw -46377990.087113 + Penalty 6275.541865 = -46371714.545248
  nChanged 486
		SP:Iteration 27Q (4035.410000 sec): 3 clusters
  Score: Raw -46378030.071956 + Penalty 6275.541865 = -46371754.530091
  nChanged 421
		SP:Iteration 28Q (4036.310000 sec): 3 clusters
  Score: Raw -46378060.694168 + Penalty 6275.541865 = -46371785.152304
  nChanged 332
		SP:Iteration 29Q (4037.210000 sec): 3 clusters
  Score: Raw -46378081.971640 + Penalty 6275.541865 = -46371806.429775
  nChanged 290
		SP:Iteration 30Q (4038.090000 sec): 3 clusters
  Score: Raw -46378099.525120 + Penalty 6275.541865 = -46371823.983256
  nChanged 256
		SP:Iteration 31Q (4038.990000 sec): 3 clusters
  Score: Raw -46378114.552955 + Penalty 6275.541865 = -46371839.011090
  nChanged 231
		SP:Iteration 32Q (4039.870000 sec): 3 clusters
  Score: Raw -46378125.499678 + Penalty 6275.541865 = -46371849.957813
  nChanged 160
		SP:Iteration 33Q (4040.760000 sec): 3 clusters
  Score: Raw -46378131.959993 + Penalty 6275.541865 = -46371856.418129
  nChanged 113
		SP:Iteration 34Q (4041.650000 sec): 3 clusters
  Score: Raw -46378136.289787 + Penalty 6275.541865 = -46371860.747923
  nChanged 97
		SP:Iteration 35Q (4042.540000 sec): 3 clusters
  Score: Raw -46378139.914714 + Penalty 6275.541865 = -46371864.372849
  nChanged 93
		SP:Iteration 36Q (4043.430000 sec): 3 clusters
  Score: Raw -46378143.424208 + Penalty 6275.541865 = -46371867.882344
  nChanged 84
		SP:Iteration 37Q (4044.310000 sec): 3 clusters
  Score: Raw -46378146.879850 + Penalty 6275.541865 = -46371871.337985
  nChanged 72
		SP:Iteration 38Q (4045.210000 sec): 3 clusters
  Score: Raw -46378149.352686 + Penalty 6275.541865 = -46371873.810821
  nChanged 61
		SP:Iteration 39Q (4046.090000 sec): 3 clusters
  Score: Raw -46378151.631709 + Penalty 6275.541865 = -46371876.089845
  nChanged 57
		SP:Iteration 40F (4047.240000 sec): 3 clusters
  Score: Raw -46378153.657975 + Penalty 6275.541865 = -46371878.116111
  nChanged 48
		SP:Iteration 41Q (4048.120000 sec): 3 clusters
  Score: Raw -46378154.959586 + Penalty 6275.541865 = -46371879.417721
  nChanged 41
		SP:Iteration 42Q (4049.010000 sec): 3 clusters
  Score: Raw -46378156.247153 + Penalty 6275.541865 = -46371880.705288
  nChanged 44
		SP:Iteration 43Q (4049.890000 sec): 3 clusters
  Score: Raw -46378157.566196 + Penalty 6275.541865 = -46371882.024331
  nChanged 46
		SP:Iteration 44Q (4050.780000 sec): 3 clusters
  Score: Raw -46378158.963781 + Penalty 6275.541865 = -46371883.421916
  nChanged 43
		SP:Iteration 45Q (4051.670000 sec): 3 clusters
  Score: Raw -46378160.344841 + Penalty 6275.541865 = -46371884.802977
  nChanged 39
		SP:Iteration 46Q (4052.560000 sec): 3 clusters
  Score: Raw -46378161.581303 + Penalty 6275.541865 = -46371886.039438
  nChanged 29
		SP:Iteration 47Q (4053.450000 sec): 3 clusters
  Score: Raw -46378162.553146 + Penalty 6275.541865 = -46371887.011281
  nChanged 44
		SP:Iteration 48Q (4054.340000 sec): 3 clusters
  Score: Raw -46378163.994474 + Penalty 6275.541865 = -46371888.452609
  nChanged 36
		SP:Iteration 49Q (4055.230000 sec): 3 clusters
  Score: Raw -46378165.148041 + Penalty 6275.541865 = -46371889.606176
  nChanged 37
		SP:Iteration 50Q (4056.110000 sec): 3 clusters
  Score: Raw -46378166.346546 + Penalty 6275.541865 = -46371890.804681
  nChanged 39
		SP:Iteration 51Q (4056.990000 sec): 3 clusters
  Score: Raw -46378167.605842 + Penalty 6275.541865 = -46371892.063977
  nChanged 33
		SP:Iteration 52Q (4057.880000 sec): 3 clusters
  Score: Raw -46378168.593740 + Penalty 6275.541865 = -46371893.051876
  nChanged 32
		SP:Iteration 53Q (4058.770000 sec): 3 clusters
  Score: Raw -46378169.530362 + Penalty 6275.541865 = -46371893.988498
  nChanged 26
		SP:Iteration 54Q (4059.660000 sec): 3 clusters
  Score: Raw -46378170.255036 + Penalty 6275.541865 = -46371894.713171
  nChanged 25
		SP:Iteration 55Q (4060.550000 sec): 3 clusters
  Score: Raw -46378170.927818 + Penalty 6275.541865 = -46371895.385954
  nChanged 25
		SP:Iteration 56Q (4061.430000 sec): 3 clusters
  Score: Raw -46378171.577993 + Penalty 6275.541865 = -46371896.036128
  nChanged 23
		SP:Iteration 57Q (4062.320000 sec): 3 clusters
  Score: Raw -46378172.188604 + Penalty 6275.541865 = -46371896.646739
  nChanged 17
		SP:Iteration 58Q (4063.210000 sec): 3 clusters
  Score: Raw -46378172.687837 + Penalty 6275.541865 = -46371897.145973
  nChanged 18
		SP:Iteration 59Q (4064.110000 sec): 3 clusters
  Score: Raw -46378173.243151 + Penalty 6275.541865 = -46371897.701287
  nChanged 23
		SP:Iteration 60F (4065.250000 sec): 3 clusters
  Score: Raw -46378173.857827 + Penalty 6275.541865 = -46371898.315962
  nChanged 18
		SP:Iteration 61Q (4066.140000 sec): 3 clusters
  Score: Raw -46378174.258109 + Penalty 6275.541865 = -46371898.716244
  nChanged 13
		SP:Iteration 62Q (4067.010000 sec): 3 clusters
  Score: Raw -46378174.507657 + Penalty 6275.541865 = -46371898.965792
  nChanged 13
		SP:Iteration 63Q (4067.900000 sec): 3 clusters
  Score: Raw -46378174.863588 + Penalty 6275.541865 = -46371899.321723
  nChanged 11
		SP:Iteration 64Q (4068.790000 sec): 3 clusters
  Score: Raw -46378175.113347 + Penalty 6275.541865 = -46371899.571483
  nChanged 9
		SP:Iteration 65Q (4069.680000 sec): 3 clusters
  Score: Raw -46378175.397360 + Penalty 6275.541865 = -46371899.855495
  nChanged 21
		SP:Iteration 66Q (4070.560000 sec): 3 clusters
  Score: Raw -46378175.958876 + Penalty 6275.541865 = -46371900.417011
  nChanged 12
		SP:Iteration 67Q (4071.450000 sec): 3 clusters
  Score: Raw -46378176.312001 + Penalty 6275.541865 = -46371900.770136
  nChanged 13
		SP:Iteration 68Q (4072.330000 sec): 3 clusters
  Score: Raw -46378176.596850 + Penalty 6275.541865 = -46371901.054985
  nChanged 16
		SP:Iteration 69Q (4073.220000 sec): 3 clusters
  Score: Raw -46378176.966335 + Penalty 6275.541865 = -46371901.424470
  nChanged 12
		SP:Iteration 70Q (4074.100000 sec): 3 clusters
  Score: Raw -46378177.288229 + Penalty 6275.541865 = -46371901.746364
  nChanged 14
		SP:Iteration 71Q (4074.990000 sec): 3 clusters
  Score: Raw -46378177.657724 + Penalty 6275.541865 = -46371902.115860
  nChanged 18
		SP:Iteration 72Q (4075.870000 sec): 3 clusters
  Score: Raw -46378178.117579 + Penalty 6275.541865 = -46371902.575714
  nChanged 16
		SP:Iteration 73Q (4076.760000 sec): 3 clusters
  Score: Raw -46378178.606064 + Penalty 6275.541865 = -46371903.064199
  nChanged 19
		SP:Iteration 74Q (4077.650000 sec): 3 clusters
  Score: Raw -46378179.139034 + Penalty 6275.541865 = -46371903.597169
  nChanged 20
		SP:Iteration 75Q (4078.530000 sec): 3 clusters
  Score: Raw -46378179.740942 + Penalty 6275.541865 = -46371904.199077
  nChanged 20
		SP:Iteration 76Q (4079.420000 sec): 3 clusters
  Score: Raw -46378180.345319 + Penalty 6275.541865 = -46371904.803455
  nChanged 27
		SP:Iteration 77Q (4080.300000 sec): 3 clusters
  Score: Raw -46378181.188967 + Penalty 6275.541865 = -46371905.647102
  nChanged 24
		SP:Iteration 78Q (4081.190000 sec): 3 clusters
  Score: Raw -46378181.795956 + Penalty 6275.541865 = -46371906.254091
  nChanged 22
		SP:Iteration 79Q (4082.080000 sec): 3 clusters
  Score: Raw -46378182.255050 + Penalty 6275.541865 = -46371906.713185
  nChanged 21
		SP:Iteration 80F (4083.220000 sec): 3 clusters
  Score: Raw -46378182.715491 + Penalty 6275.541865 = -46371907.173626
  nChanged 13
		SP:Iteration 81Q (4084.110000 sec): 3 clusters
  Score: Raw -46378182.978285 + Penalty 6275.541865 = -46371907.436421
  nChanged 11
		SP:Iteration 82Q (4084.990000 sec): 3 clusters
  Score: Raw -46378183.231548 + Penalty 6275.541865 = -46371907.689683
  nChanged 13
		SP:Iteration 83Q (4085.880000 sec): 3 clusters
  Score: Raw -46378183.519647 + Penalty 6275.541865 = -46371907.977782
  nChanged 13
		SP:Iteration 84Q (4086.770000 sec): 3 clusters
  Score: Raw -46378183.761568 + Penalty 6275.541865 = -46371908.219703
  nChanged 12
		SP:Iteration 85Q (4087.650000 sec): 3 clusters
  Score: Raw -46378183.986805 + Penalty 6275.541865 = -46371908.444940
  nChanged 11
		SP:Iteration 86Q (4088.540000 sec): 3 clusters
  Score: Raw -46378184.204882 + Penalty 6275.541865 = -46371908.663018
  nChanged 5
		SP:Iteration 87Q (4089.420000 sec): 3 clusters
  Score: Raw -46378184.303517 + Penalty 6275.541865 = -46371908.761652
  nChanged 3
		SP:Iteration 88Q (4090.310000 sec): 3 clusters
  Score: Raw -46378184.343709 + Penalty 6275.541865 = -46371908.801844
  nChanged 0
		SP:Iteration 89F (4091.450000 sec): 3 clusters
  Score: Raw -46378184.343709 + Penalty 6275.541865 = -46371908.801844
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 25.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (135939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4091.940000 sec): 2 clusters
  Score: Raw -20196276.490087 + Penalty 2931.350461 = -20193345.139626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4092.450000 sec): 3 clusters
  Score: Raw -20108555.434849 + Penalty 5862.700921 = -20102692.733928
  nChanged 64824
		SP:Iteration 1F (4092.950000 sec): 3 clusters
  Score: Raw -20147101.921117 + Penalty 5862.700921 = -20141239.220196
  nChanged 6375
		SP:Iteration 2Q (4093.470000 sec): 3 clusters
  Score: Raw -20150077.924288 + Penalty 5862.700921 = -20144215.223367
  nChanged 8229
		SP:Iteration 3F (4093.970000 sec): 3 clusters
  Score: Raw -20155385.669318 + Penalty 5862.700921 = -20149522.968397
  nChanged 10386
		SP:Iteration 4F (4094.470000 sec): 3 clusters
  Score: Raw -20163443.457804 + Penalty 5862.700921 = -20157580.756883
  nChanged 11388
		SP:Iteration 5F (4094.980000 sec): 3 clusters
  Score: Raw -20172412.763498 + Penalty 5862.700921 = -20166550.062577
  nChanged 10071
		SP:Iteration 6F (4095.480000 sec): 3 clusters
  Score: Raw -20179323.193927 + Penalty 5862.700921 = -20173460.493006
  nChanged 7635
		SP:Iteration 7F (4095.980000 sec): 3 clusters
  Score: Raw -20183507.914756 + Penalty 5862.700921 = -20177645.213835
  nChanged 5655
		SP:Iteration 8Q (4096.490000 sec): 3 clusters
  Score: Raw -20185878.385953 + Penalty 5862.700921 = -20180015.685032
  nChanged 4162
		SP:Iteration 9Q (4096.990000 sec): 3 clusters
  Score: Raw -20187354.675757 + Penalty 5862.700921 = -20181491.974836
  nChanged 3398
		SP:Iteration 10Q (4097.500000 sec): 3 clusters
  Score: Raw -20188474.036118 + Penalty 5862.700921 = -20182611.335196
  nChanged 3077
		SP:Iteration 11Q (4098.010000 sec): 3 clusters
  Score: Raw -20189453.419513 + Penalty 5862.700921 = -20183590.718591
  nChanged 3015
		SP:Iteration 12Q (4098.510000 sec): 3 clusters
  Score: Raw -20190411.082568 + Penalty 5862.700921 = -20184548.381647
  nChanged 3068
		SP:Iteration 13Q (4099.010000 sec): 3 clusters
  Score: Raw -20191405.399209 + Penalty 5862.700921 = -20185542.698288
  nChanged 3123
		SP:Iteration 14Q (4099.510000 sec): 3 clusters
  Score: Raw -20192401.197551 + Penalty 5862.700921 = -20186538.496630
  nChanged 3155
		SP:Iteration 15Q (4100.010000 sec): 3 clusters
  Score: Raw -20193381.885400 + Penalty 5862.700921 = -20187519.184479
  nChanged 3224
		SP:Iteration 16Q (4100.500000 sec): 3 clusters
  Score: Raw -20194389.626462 + Penalty 5862.700921 = -20188526.925541
  nChanged 3212
		SP:Iteration 17Q (4100.990000 sec): 3 clusters
  Score: Raw -20195399.866739 + Penalty 5862.700921 = -20189537.165818
  nChanged 3190
		SP:Iteration 18Q (4101.480000 sec): 3 clusters
  Score: Raw -20196411.828495 + Penalty 5862.700921 = -20190549.127574
  nChanged 3187
		SP:Iteration 19Q (4101.960000 sec): 3 clusters
  Score: Raw -20197411.539517 + Penalty 5862.700921 = -20191548.838596
  nChanged 3051
		SP:Iteration 20F (4102.460000 sec): 3 clusters
  Score: Raw -20198344.852221 + Penalty 5862.700921 = -20192482.151300
  nChanged 2868
		SP:Iteration 21Q (4102.930000 sec): 3 clusters
  Score: Raw -20199168.043128 + Penalty 5862.700921 = -20193305.342207
  nChanged 2608
		SP:Iteration 22Q (4103.400000 sec): 3 clusters
  Score: Raw -20199875.961653 + Penalty 5862.700921 = -20194013.260732
  nChanged 2402
		SP:Iteration 23Q (4103.870000 sec): 3 clusters
  Score: Raw -20200502.624642 + Penalty 5862.700921 = -20194639.923721
  nChanged 2232
		SP:Iteration 24Q (4104.330000 sec): 3 clusters
  Score: Raw -20201061.314197 + Penalty 5862.700921 = -20195198.613276
  nChanged 2018
		SP:Iteration 25Q (4104.790000 sec): 3 clusters
  Score: Raw -20201527.549746 + Penalty 5862.700921 = -20195664.848825
  nChanged 1805
		SP:Iteration 26Q (4105.240000 sec): 3 clusters
  Score: Raw -20201906.145293 + Penalty 5862.700921 = -20196043.444372
  nChanged 1543
		SP:Iteration 27Q (4105.690000 sec): 3 clusters
  Score: Raw -20202194.378128 + Penalty 5862.700921 = -20196331.677207
  nChanged 1330
		SP:Iteration 28Q (4106.150000 sec): 3 clusters
  Score: Raw -20202420.078986 + Penalty 5862.700921 = -20196557.378065
  nChanged 1166
		SP:Iteration 29Q (4106.590000 sec): 3 clusters
  Score: Raw -20202597.144739 + Penalty 5862.700921 = -20196734.443818
  nChanged 1019
		SP:Iteration 30Q (4107.040000 sec): 3 clusters
  Score: Raw -20202737.246485 + Penalty 5862.700921 = -20196874.545563
  nChanged 859
		SP:Iteration 31Q (4107.480000 sec): 3 clusters
  Score: Raw -20202846.393890 + Penalty 5862.700921 = -20196983.692969
  nChanged 722
		SP:Iteration 32Q (4107.920000 sec): 3 clusters
  Score: Raw -20202923.610740 + Penalty 5862.700921 = -20197060.909818
  nChanged 620
		SP:Iteration 33Q (4108.360000 sec): 3 clusters
  Score: Raw -20202981.039240 + Penalty 5862.700921 = -20197118.338318
  nChanged 509
		SP:Iteration 34Q (4108.800000 sec): 3 clusters
  Score: Raw -20203023.412881 + Penalty 5862.700921 = -20197160.711960
  nChanged 485
		SP:Iteration 35Q (4109.230000 sec): 3 clusters
  Score: Raw -20203063.073362 + Penalty 5862.700921 = -20197200.372441
  nChanged 444
		SP:Iteration 36Q (4109.670000 sec): 3 clusters
  Score: Raw -20203098.540895 + Penalty 5862.700921 = -20197235.839974
  nChanged 397
		SP:Iteration 37Q (4110.100000 sec): 3 clusters
  Score: Raw -20203126.064089 + Penalty 5862.700921 = -20197263.363168
  nChanged 311
		SP:Iteration 38Q (4110.540000 sec): 3 clusters
  Score: Raw -20203145.247621 + Penalty 5862.700921 = -20197282.546699
  nChanged 277
		SP:Iteration 39Q (4110.970000 sec): 3 clusters
  Score: Raw -20203162.049024 + Penalty 5862.700921 = -20197299.348103
  nChanged 258
		SP:Iteration 40F (4111.470000 sec): 3 clusters
  Score: Raw -20203178.121601 + Penalty 5862.700921 = -20197315.420680
  nChanged 230
		SP:Iteration 41Q (4111.900000 sec): 3 clusters
  Score: Raw -20203190.397276 + Penalty 5862.700921 = -20197327.696355
  nChanged 202
		SP:Iteration 42Q (4112.330000 sec): 3 clusters
  Score: Raw -20203199.862420 + Penalty 5862.700921 = -20197337.161498
  nChanged 184
		SP:Iteration 43Q (4112.770000 sec): 3 clusters
  Score: Raw -20203209.265390 + Penalty 5862.700921 = -20197346.564468
  nChanged 169
		SP:Iteration 44Q (4113.190000 sec): 3 clusters
  Score: Raw -20203218.221228 + Penalty 5862.700921 = -20197355.520307
  nChanged 136
		SP:Iteration 45Q (4113.630000 sec): 3 clusters
  Score: Raw -20203224.119596 + Penalty 5862.700921 = -20197361.418675
  nChanged 118
		SP:Iteration 46Q (4114.050000 sec): 3 clusters
  Score: Raw -20203229.127111 + Penalty 5862.700921 = -20197366.426190
  nChanged 114
		SP:Iteration 47Q (4114.490000 sec): 3 clusters
  Score: Raw -20203233.378205 + Penalty 5862.700921 = -20197370.677284
  nChanged 100
		SP:Iteration 48Q (4114.910000 sec): 3 clusters
  Score: Raw -20203237.043845 + Penalty 5862.700921 = -20197374.342924
  nChanged 101
		SP:Iteration 49Q (4115.340000 sec): 3 clusters
  Score: Raw -20203240.760460 + Penalty 5862.700921 = -20197378.059539
  nChanged 86
		SP:Iteration 50Q (4115.770000 sec): 3 clusters
  Score: Raw -20203243.795103 + Penalty 5862.700921 = -20197381.094182
  nChanged 69
		SP:Iteration 51Q (4116.190000 sec): 3 clusters
  Score: Raw -20203246.099698 + Penalty 5862.700921 = -20197383.398776
  nChanged 67
		SP:Iteration 52Q (4116.630000 sec): 3 clusters
  Score: Raw -20203247.907289 + Penalty 5862.700921 = -20197385.206368
  nChanged 45
		SP:Iteration 53Q (4117.050000 sec): 3 clusters
  Score: Raw -20203249.384944 + Penalty 5862.700921 = -20197386.684023
  nChanged 65
		SP:Iteration 54Q (4117.480000 sec): 3 clusters
  Score: Raw -20203251.884718 + Penalty 5862.700921 = -20197389.183797
  nChanged 70
		SP:Iteration 55Q (4117.910000 sec): 3 clusters
  Score: Raw -20203254.610585 + Penalty 5862.700921 = -20197391.909664
  nChanged 64
		SP:Iteration 56Q (4118.340000 sec): 3 clusters
  Score: Raw -20203256.898920 + Penalty 5862.700921 = -20197394.197999
  nChanged 61
		SP:Iteration 57Q (4118.770000 sec): 3 clusters
  Score: Raw -20203259.374155 + Penalty 5862.700921 = -20197396.673233
  nChanged 60
		SP:Iteration 58Q (4119.200000 sec): 3 clusters
  Score: Raw -20203261.467307 + Penalty 5862.700921 = -20197398.766386
  nChanged 56
		SP:Iteration 59Q (4119.630000 sec): 3 clusters
  Score: Raw -20203263.058484 + Penalty 5862.700921 = -20197400.357562
  nChanged 41
		SP:Iteration 60F (4120.130000 sec): 3 clusters
  Score: Raw -20203264.304902 + Penalty 5862.700921 = -20197401.603981
  nChanged 42
		SP:Iteration 61Q (4120.550000 sec): 3 clusters
  Score: Raw -20203265.547246 + Penalty 5862.700921 = -20197402.846324
  nChanged 39
		SP:Iteration 62Q (4120.980000 sec): 3 clusters
  Score: Raw -20203266.687896 + Penalty 5862.700921 = -20197403.986974
  nChanged 29
		SP:Iteration 63Q (4121.410000 sec): 3 clusters
  Score: Raw -20203267.532461 + Penalty 5862.700921 = -20197404.831540
  nChanged 30
		SP:Iteration 64Q (4121.830000 sec): 3 clusters
  Score: Raw -20203268.261066 + Penalty 5862.700921 = -20197405.560145
  nChanged 26
		SP:Iteration 65Q (4122.260000 sec): 3 clusters
  Score: Raw -20203269.038160 + Penalty 5862.700921 = -20197406.337239
  nChanged 25
		SP:Iteration 66Q (4122.690000 sec): 3 clusters
  Score: Raw -20203269.871895 + Penalty 5862.700921 = -20197407.170974
  nChanged 28
		SP:Iteration 67Q (4123.110000 sec): 3 clusters
  Score: Raw -20203270.638122 + Penalty 5862.700921 = -20197407.937201
  nChanged 23
		SP:Iteration 68Q (4123.530000 sec): 3 clusters
  Score: Raw -20203271.254881 + Penalty 5862.700921 = -20197408.553960
  nChanged 26
		SP:Iteration 69Q (4123.960000 sec): 3 clusters
  Score: Raw -20203272.201924 + Penalty 5862.700921 = -20197409.501002
  nChanged 18
		SP:Iteration 70Q (4124.390000 sec): 3 clusters
  Score: Raw -20203272.613738 + Penalty 5862.700921 = -20197409.912817
  nChanged 13
		SP:Iteration 71Q (4124.810000 sec): 3 clusters
  Score: Raw -20203272.902355 + Penalty 5862.700921 = -20197410.201434
  nChanged 13
		SP:Iteration 72Q (4125.240000 sec): 3 clusters
  Score: Raw -20203273.315355 + Penalty 5862.700921 = -20197410.614434
  nChanged 17
		SP:Iteration 73Q (4125.670000 sec): 3 clusters
  Score: Raw -20203273.796239 + Penalty 5862.700921 = -20197411.095318
  nChanged 10
		SP:Iteration 74Q (4126.100000 sec): 3 clusters
  Score: Raw -20203274.087795 + Penalty 5862.700921 = -20197411.386873
  nChanged 14
		SP:Iteration 75Q (4126.530000 sec): 3 clusters
  Score: Raw -20203274.428622 + Penalty 5862.700921 = -20197411.727701
  nChanged 11
		SP:Iteration 76Q (4126.950000 sec): 3 clusters
  Score: Raw -20203274.629507 + Penalty 5862.700921 = -20197411.928586
  nChanged 12
		SP:Iteration 77Q (4127.380000 sec): 3 clusters
  Score: Raw -20203274.890523 + Penalty 5862.700921 = -20197412.189602
  nChanged 9
		SP:Iteration 78Q (4127.810000 sec): 3 clusters
  Score: Raw -20203275.103952 + Penalty 5862.700921 = -20197412.403031
  nChanged 8
		SP:Iteration 79Q (4128.230000 sec): 3 clusters
  Score: Raw -20203275.282910 + Penalty 5862.700921 = -20197412.581989
  nChanged 11
		SP:Iteration 80F (4128.730000 sec): 3 clusters
  Score: Raw -20203275.527802 + Penalty 5862.700921 = -20197412.826881
  nChanged 8
		SP:Iteration 81Q (4129.160000 sec): 3 clusters
  Score: Raw -20203275.703525 + Penalty 5862.700921 = -20197413.002604
  nChanged 13
		SP:Iteration 82Q (4129.590000 sec): 3 clusters
  Score: Raw -20203275.943156 + Penalty 5862.700921 = -20197413.242234
  nChanged 10
		SP:Iteration 83Q (4130.020000 sec): 3 clusters
  Score: Raw -20203276.139142 + Penalty 5862.700921 = -20197413.438221
  nChanged 8
		SP:Iteration 84Q (4130.450000 sec): 3 clusters
  Score: Raw -20203276.324793 + Penalty 5862.700921 = -20197413.623872
  nChanged 9
		SP:Iteration 85Q (4130.870000 sec): 3 clusters
  Score: Raw -20203276.532439 + Penalty 5862.700921 = -20197413.831518
  nChanged 8
		SP:Iteration 86Q (4131.300000 sec): 3 clusters
  Score: Raw -20203276.720308 + Penalty 5862.700921 = -20197414.019387
  nChanged 4
		SP:Iteration 87Q (4131.730000 sec): 3 clusters
  Score: Raw -20203276.780570 + Penalty 5862.700921 = -20197414.079649
  nChanged 1
		SP:Iteration 88Q (4132.160000 sec): 3 clusters
  Score: Raw -20203276.799413 + Penalty 5862.700921 = -20197414.098492
  nChanged 4
		SP:Iteration 89Q (4132.590000 sec): 3 clusters
  Score: Raw -20203276.891747 + Penalty 5862.700921 = -20197414.190826
  nChanged 3
		SP:Iteration 90Q (4133.010000 sec): 3 clusters
  Score: Raw -20203277.004400 + Penalty 5862.700921 = -20197414.303479
  nChanged 5
		SP:Iteration 91Q (4133.440000 sec): 3 clusters
  Score: Raw -20203277.142379 + Penalty 5862.700921 = -20197414.441457
  nChanged 8
		SP:Iteration 92Q (4133.870000 sec): 3 clusters
  Score: Raw -20203277.276300 + Penalty 5862.700921 = -20197414.575379
  nChanged 2
		SP:Iteration 93Q (4134.290000 sec): 3 clusters
  Score: Raw -20203277.303195 + Penalty 5862.700921 = -20197414.602274
  nChanged 0
		SP:Iteration 94F (4134.790000 sec): 3 clusters
  Score: Raw -20203277.303195 + Penalty 5862.700921 = -20197414.602274
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 26.
Iteration 20F (4163.500000 sec): 27 clusters
  Score: Raw -117515018.376134 + Penalty 87741.839050 = -117427276.537084
  nChanged 23736
Iteration 21Q (4173.240000 sec): 27 clusters
  Score: Raw -117526992.675716 + Penalty 87741.839050 = -117439250.836666
  nChanged 13322
Iteration 22Q (4182.610000 sec): 27 clusters
  Score: Raw -117531289.297978 + Penalty 87741.839050 = -117443547.458928
  nChanged 10481
Iteration 23Q (4191.830000 sec): 27 clusters
  Score: Raw -117534040.002938 + Penalty 87741.839050 = -117446298.163888
  nChanged 8984
Iteration 24Q (4200.890000 sec): 27 clusters
  Score: Raw -117536137.729200 + Penalty 87741.839050 = -117448395.890151
  nChanged 7903
Iteration 25Q (4209.880000 sec): 27 clusters
  Score: Raw -117537788.476618 + Penalty 87741.839050 = -117450046.637568
  nChanged 7107
Iteration 26Q (4218.850000 sec): 27 clusters
  Score: Raw -117539175.808874 + Penalty 87741.839050 = -117451433.969825
  nChanged 6570
Iteration 27Q (4227.780000 sec): 27 clusters
  Score: Raw -117540342.947168 + Penalty 87741.839050 = -117452601.108119
  nChanged 6188
Iteration 28Q (4236.640000 sec): 27 clusters
  Score: Raw -117541352.349118 + Penalty 87741.839050 = -117453610.510068
  nChanged 5581
Iteration 29Q (4245.490000 sec): 27 clusters
  Score: Raw -117542226.913235 + Penalty 87741.839050 = -117454485.074186
  nChanged 5163
Iteration 30Q (4254.310000 sec): 27 clusters
  Score: Raw -117543033.677092 + Penalty 87741.839050 = -117455291.838043
  nChanged 4912
Iteration 31Q (4263.090000 sec): 27 clusters
  Score: Raw -117543786.035840 + Penalty 87741.839050 = -117456044.196790
  nChanged 4677
Iteration 32Q (4271.860000 sec): 27 clusters
  Score: Raw -117544519.219890 + Penalty 87741.839050 = -117456777.380840
  nChanged 4553
Iteration 33Q (4280.620000 sec): 27 clusters
  Score: Raw -117545232.777636 + Penalty 87741.839050 = -117457490.938587
  nChanged 4396
Iteration 34Q (4289.330000 sec): 27 clusters
  Score: Raw -117545921.371581 + Penalty 87741.839050 = -117458179.532531
  nChanged 4189
Iteration 35Q (4298.040000 sec): 27 clusters
  Score: Raw -117546571.144500 + Penalty 87741.839050 = -117458829.305451
  nChanged 4046
Iteration 36Q (4306.730000 sec): 27 clusters
  Score: Raw -117547211.070380 + Penalty 87741.839050 = -117459469.231330
  nChanged 3893
Iteration 37Q (4315.400000 sec): 27 clusters
  Score: Raw -117547837.895581 + Penalty 87741.839050 = -117460096.056531
  nChanged 3825
Iteration 38Q (4324.070000 sec): 27 clusters
  Score: Raw -117548444.158075 + Penalty 87741.839050 = -117460702.319025
  nChanged 3722
Iteration 39Q (4332.710000 sec): 27 clusters
  Score: Raw -117549068.290349 + Penalty 87741.839050 = -117461326.451299
  nChanged 3601
Iteration 40F (4361.270000 sec): 27 clusters
  Score: Raw -117550613.624798 + Penalty 87741.839050 = -117462871.785748
  nChanged 3634
Iteration 41Q (4368.980000 sec): 27 clusters
  Score: Raw -117551999.432836 + Penalty 87741.839050 = -117464257.593786
  nChanged 3591
Iteration 42Q (4376.700000 sec): 27 clusters
  Score: Raw -117552795.670585 + Penalty 87741.839050 = -117465053.831536
  nChanged 3471
Iteration 43Q (4384.410000 sec): 27 clusters
  Score: Raw -117553604.156847 + Penalty 87741.839050 = -117465862.317798
  nChanged 3501
Iteration 44Q (4392.130000 sec): 27 clusters
  Score: Raw -117554540.371334 + Penalty 87741.839050 = -117466798.532285
  nChanged 3536
Iteration 45Q (4399.800000 sec): 27 clusters
  Score: Raw -117555429.831941 + Penalty 87741.839050 = -117467687.992892
  nChanged 3354
Iteration 46Q (4407.460000 sec): 27 clusters
  Score: Raw -117556173.502568 + Penalty 87741.839050 = -117468431.663518
  nChanged 3190
Iteration 47Q (4415.120000 sec): 27 clusters
  Score: Raw -117556814.084308 + Penalty 87741.839050 = -117469072.245258
  nChanged 2908
Iteration 48Q (4422.760000 sec): 27 clusters
  Score: Raw -117557296.910341 + Penalty 87741.839050 = -117469555.071291
  nChanged 2713
Iteration 49Q (4430.370000 sec): 27 clusters
  Score: Raw -117557682.557712 + Penalty 87741.839050 = -117469940.718662
  nChanged 2384
Iteration 50Q (4438.000000 sec): 27 clusters
  Score: Raw -117557973.616671 + Penalty 87741.839050 = -117470231.777622
  nChanged 2090
Iteration 51Q (4445.570000 sec): 27 clusters
  Score: Raw -117558196.734372 + Penalty 87741.839050 = -117470454.895323
  nChanged 1914
Iteration 52Q (4453.140000 sec): 27 clusters
  Score: Raw -117558398.897791 + Penalty 87741.839050 = -117470657.058742
  nChanged 1764
Iteration 53Q (4460.710000 sec): 27 clusters
  Score: Raw -117558575.454784 + Penalty 87741.839050 = -117470833.615734
  nChanged 1707
Iteration 54Q (4468.270000 sec): 27 clusters
  Score: Raw -117558720.019857 + Penalty 87741.839050 = -117470978.180807
  nChanged 1487
Iteration 55Q (4475.820000 sec): 27 clusters
  Score: Raw -117558828.092661 + Penalty 87741.839050 = -117471086.253611
  nChanged 1327
Iteration 56Q (4483.370000 sec): 27 clusters
  Score: Raw -117558914.157613 + Penalty 87741.839050 = -117471172.318563
  nChanged 1190
Iteration 57Q (4490.890000 sec): 27 clusters
  Score: Raw -117558989.605826 + Penalty 87741.839050 = -117471247.766776
  nChanged 1066
Iteration 58Q (4498.410000 sec): 27 clusters
  Score: Raw -117559054.158597 + Penalty 87741.839050 = -117471312.319548
  nChanged 961
Writing temp clu file 
Because OldScore, -117471247.766776, is greater than current (better) Score,-117471312.319548 
 Compute initial score before splitting:   Score: Raw -117559054.158597 + Penalty 87741.839050 = -117471312.319548
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (6966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4498.600000 sec): 2 clusters
  Score: Raw -1022875.581092 + Penalty 2194.501520 = -1020681.079572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4498.630000 sec): 3 clusters
  Score: Raw -1019327.136669 + Penalty 4389.003040 = -1014938.133629
  nChanged 2768
		SP:Iteration 1F (4498.650000 sec): 3 clusters
  Score: Raw -1020824.261544 + Penalty 4389.003040 = -1016435.258504
  nChanged 524
		SP:Iteration 2F (4498.680000 sec): 3 clusters
  Score: Raw -1021105.536121 + Penalty 4389.003040 = -1016716.533081
  nChanged 387
		SP:Iteration 3F (4498.700000 sec): 3 clusters
  Score: Raw -1021307.661710 + Penalty 4389.003040 = -1016918.658671
  nChanged 272
		SP:Iteration 4Q (4498.730000 sec): 3 clusters
  Score: Raw -1021437.234449 + Penalty 4389.003040 = -1017048.231409
  nChanged 245
		SP:Iteration 5Q (4498.750000 sec): 3 clusters
  Score: Raw -1021564.813104 + Penalty 4389.003040 = -1017175.810064
  nChanged 230
		SP:Iteration 6Q (4498.780000 sec): 3 clusters
  Score: Raw -1021681.930461 + Penalty 4389.003040 = -1017292.927421
  nChanged 216
		SP:Iteration 7Q (4498.800000 sec): 3 clusters
  Score: Raw -1021794.879341 + Penalty 4389.003040 = -1017405.876302
  nChanged 184
		SP:Iteration 8Q (4498.830000 sec): 3 clusters
  Score: Raw -1021885.889448 + Penalty 4389.003040 = -1017496.886408
  nChanged 158
		SP:Iteration 9Q (4498.860000 sec): 3 clusters
  Score: Raw -1021956.017819 + Penalty 4389.003040 = -1017567.014779
  nChanged 138
		SP:Iteration 10Q (4498.880000 sec): 3 clusters
  Score: Raw -1022014.863123 + Penalty 4389.003040 = -1017625.860083
  nChanged 134
		SP:Iteration 11Q (4498.900000 sec): 3 clusters
  Score: Raw -1022080.833012 + Penalty 4389.003040 = -1017691.829973
  nChanged 126
		SP:Iteration 12Q (4498.930000 sec): 3 clusters
  Score: Raw -1022136.995511 + Penalty 4389.003040 = -1017747.992471
  nChanged 115
		SP:Iteration 13Q (4498.960000 sec): 3 clusters
  Score: Raw -1022186.902231 + Penalty 4389.003040 = -1017797.899191
  nChanged 92
		SP:Iteration 14Q (4498.980000 sec): 3 clusters
  Score: Raw -1022225.214748 + Penalty 4389.003040 = -1017836.211709
  nChanged 80
		SP:Iteration 15Q (4499.000000 sec): 3 clusters
  Score: Raw -1022262.679708 + Penalty 4389.003040 = -1017873.676668
  nChanged 81
		SP:Iteration 16Q (4499.030000 sec): 3 clusters
  Score: Raw -1022299.285956 + Penalty 4389.003040 = -1017910.282916
  nChanged 73
		SP:Iteration 17Q (4499.060000 sec): 3 clusters
  Score: Raw -1022327.998598 + Penalty 4389.003040 = -1017938.995558
  nChanged 66
		SP:Iteration 18Q (4499.080000 sec): 3 clusters
  Score: Raw -1022355.523782 + Penalty 4389.003040 = -1017966.520743
  nChanged 65
		SP:Iteration 19Q (4499.100000 sec): 3 clusters
  Score: Raw -1022384.713396 + Penalty 4389.003040 = -1017995.710356
  nChanged 71
		SP:Iteration 20F (4499.130000 sec): 3 clusters
  Score: Raw -1022415.354258 + Penalty 4389.003040 = -1018026.351219
  nChanged 66
		SP:Iteration 21Q (4499.160000 sec): 3 clusters
  Score: Raw -1022440.323998 + Penalty 4389.003040 = -1018051.320959
  nChanged 62
		SP:Iteration 22Q (4499.180000 sec): 3 clusters
  Score: Raw -1022462.416104 + Penalty 4389.003040 = -1018073.413064
  nChanged 58
		SP:Iteration 23Q (4499.200000 sec): 3 clusters
  Score: Raw -1022483.395554 + Penalty 4389.003040 = -1018094.392514
  nChanged 60
		SP:Iteration 24Q (4499.230000 sec): 3 clusters
  Score: Raw -1022505.911925 + Penalty 4389.003040 = -1018116.908885
  nChanged 52
		SP:Iteration 25Q (4499.250000 sec): 3 clusters
  Score: Raw -1022526.028625 + Penalty 4389.003040 = -1018137.025585
  nChanged 55
		SP:Iteration 26Q (4499.280000 sec): 3 clusters
  Score: Raw -1022548.892597 + Penalty 4389.003040 = -1018159.889558
  nChanged 58
		SP:Iteration 27Q (4499.300000 sec): 3 clusters
  Score: Raw -1022570.559488 + Penalty 4389.003040 = -1018181.556449
  nChanged 49
		SP:Iteration 28Q (4499.320000 sec): 3 clusters
  Score: Raw -1022586.568963 + Penalty 4389.003040 = -1018197.565923
  nChanged 43
		SP:Iteration 29Q (4499.350000 sec): 3 clusters
  Score: Raw -1022601.851031 + Penalty 4389.003040 = -1018212.847991
  nChanged 40
		SP:Iteration 30Q (4499.370000 sec): 3 clusters
  Score: Raw -1022616.364859 + Penalty 4389.003040 = -1018227.361820
  nChanged 38
		SP:Iteration 31Q (4499.400000 sec): 3 clusters
  Score: Raw -1022629.233900 + Penalty 4389.003040 = -1018240.230861
  nChanged 30
		SP:Iteration 32Q (4499.420000 sec): 3 clusters
  Score: Raw -1022639.615745 + Penalty 4389.003040 = -1018250.612705
  nChanged 37
		SP:Iteration 33Q (4499.440000 sec): 3 clusters
  Score: Raw -1022652.160783 + Penalty 4389.003040 = -1018263.157743
  nChanged 30
		SP:Iteration 34Q (4499.470000 sec): 3 clusters
  Score: Raw -1022665.893821 + Penalty 4389.003040 = -1018276.890781
  nChanged 36
		SP:Iteration 35Q (4499.490000 sec): 3 clusters
  Score: Raw -1022680.411238 + Penalty 4389.003040 = -1018291.408198
  nChanged 37
		SP:Iteration 36Q (4499.520000 sec): 3 clusters
  Score: Raw -1022692.075685 + Penalty 4389.003040 = -1018303.072646
  nChanged 40
		SP:Iteration 37Q (4499.540000 sec): 3 clusters
  Score: Raw -1022704.971311 + Penalty 4389.003040 = -1018315.968271
  nChanged 43
		SP:Iteration 38Q (4499.560000 sec): 3 clusters
  Score: Raw -1022721.131639 + Penalty 4389.003040 = -1018332.128599
  nChanged 42
		SP:Iteration 39Q (4499.590000 sec): 3 clusters
  Score: Raw -1022737.981046 + Penalty 4389.003040 = -1018348.978006
  nChanged 43
		SP:Iteration 40F (4499.610000 sec): 3 clusters
  Score: Raw -1022755.050424 + Penalty 4389.003040 = -1018366.047385
  nChanged 40
		SP:Iteration 41Q (4499.640000 sec): 3 clusters
  Score: Raw -1022771.535032 + Penalty 4389.003040 = -1018382.531992
  nChanged 45
		SP:Iteration 42Q (4499.660000 sec): 3 clusters
  Score: Raw -1022788.975888 + Penalty 4389.003040 = -1018399.972848
  nChanged 41
		SP:Iteration 43Q (4499.680000 sec): 3 clusters
  Score: Raw -1022801.698912 + Penalty 4389.003040 = -1018412.695872
  nChanged 31
		SP:Iteration 44Q (4499.710000 sec): 3 clusters
  Score: Raw -1022811.181123 + Penalty 4389.003040 = -1018422.178083
  nChanged 25
		SP:Iteration 45Q (4499.730000 sec): 3 clusters
  Score: Raw -1022819.323721 + Penalty 4389.003040 = -1018430.320681
  nChanged 26
		SP:Iteration 46Q (4499.750000 sec): 3 clusters
  Score: Raw -1022828.423524 + Penalty 4389.003040 = -1018439.420485
  nChanged 30
		SP:Iteration 47Q (4499.780000 sec): 3 clusters
  Score: Raw -1022839.806759 + Penalty 4389.003040 = -1018450.803719
  nChanged 32
		SP:Iteration 48Q (4499.800000 sec): 3 clusters
  Score: Raw -1022853.018745 + Penalty 4389.003040 = -1018464.015706
  nChanged 35
		SP:Iteration 49Q (4499.820000 sec): 3 clusters
  Score: Raw -1022864.138085 + Penalty 4389.003040 = -1018475.135046
  nChanged 26
		SP:Iteration 50Q (4499.850000 sec): 3 clusters
  Score: Raw -1022873.924535 + Penalty 4389.003040 = -1018484.921496
  nChanged 31
		SP:Iteration 51Q (4499.870000 sec): 3 clusters
  Score: Raw -1022885.328105 + Penalty 4389.003040 = -1018496.325065
  nChanged 29
		SP:Iteration 52Q (4499.890000 sec): 3 clusters
  Score: Raw -1022893.708385 + Penalty 4389.003040 = -1018504.705345
  nChanged 28
		SP:Iteration 53Q (4499.920000 sec): 3 clusters
  Score: Raw -1022902.850430 + Penalty 4389.003040 = -1018513.847390
  nChanged 18
		SP:Iteration 54Q (4499.940000 sec): 3 clusters
  Score: Raw -1022908.890560 + Penalty 4389.003040 = -1018519.887520
  nChanged 16
		SP:Iteration 55Q (4499.960000 sec): 3 clusters
  Score: Raw -1022915.341697 + Penalty 4389.003040 = -1018526.338657
  nChanged 23
		SP:Iteration 56Q (4499.980000 sec): 3 clusters
  Score: Raw -1022923.620136 + Penalty 4389.003040 = -1018534.617097
  nChanged 27
		SP:Iteration 57Q (4500.010000 sec): 3 clusters
  Score: Raw -1022933.170389 + Penalty 4389.003040 = -1018544.167350
  nChanged 20
		SP:Iteration 58Q (4500.030000 sec): 3 clusters
  Score: Raw -1022939.892147 + Penalty 4389.003040 = -1018550.889108
  nChanged 22
		SP:Iteration 59Q (4500.050000 sec): 3 clusters
  Score: Raw -1022947.331037 + Penalty 4389.003040 = -1018558.327997
  nChanged 18
		SP:Iteration 60F (4500.080000 sec): 3 clusters
  Score: Raw -1022954.808984 + Penalty 4389.003040 = -1018565.805944
  nChanged 23
		SP:Iteration 61Q (4500.100000 sec): 3 clusters
  Score: Raw -1022963.524144 + Penalty 4389.003040 = -1018574.521105
  nChanged 24
		SP:Iteration 62Q (4500.120000 sec): 3 clusters
  Score: Raw -1022972.260581 + Penalty 4389.003040 = -1018583.257541
  nChanged 20
		SP:Iteration 63Q (4500.150000 sec): 3 clusters
  Score: Raw -1022978.672405 + Penalty 4389.003040 = -1018589.669365
  nChanged 15
		SP:Iteration 64Q (4500.170000 sec): 3 clusters
  Score: Raw -1022983.531044 + Penalty 4389.003040 = -1018594.528004
  nChanged 17
		SP:Iteration 65Q (4500.190000 sec): 3 clusters
  Score: Raw -1022989.350573 + Penalty 4389.003040 = -1018600.347533
  nChanged 13
		SP:Iteration 66Q (4500.210000 sec): 3 clusters
  Score: Raw -1022994.774391 + Penalty 4389.003040 = -1018605.771352
  nChanged 12
		SP:Iteration 67Q (4500.240000 sec): 3 clusters
  Score: Raw -1022998.394637 + Penalty 4389.003040 = -1018609.391598
  nChanged 10
		SP:Iteration 68Q (4500.260000 sec): 3 clusters
  Score: Raw -1023002.905836 + Penalty 4389.003040 = -1018613.902796
  nChanged 12
		SP:Iteration 69Q (4500.280000 sec): 3 clusters
  Score: Raw -1023007.372833 + Penalty 4389.003040 = -1018618.369793
  nChanged 13
		SP:Iteration 70Q (4500.300000 sec): 3 clusters
  Score: Raw -1023011.732600 + Penalty 4389.003040 = -1018622.729560
  nChanged 15
		SP:Iteration 71Q (4500.320000 sec): 3 clusters
  Score: Raw -1023018.232221 + Penalty 4389.003040 = -1018629.229182
  nChanged 18
		SP:Iteration 72Q (4500.350000 sec): 3 clusters
  Score: Raw -1023026.071510 + Penalty 4389.003040 = -1018637.068471
  nChanged 15
		SP:Iteration 73Q (4500.370000 sec): 3 clusters
  Score: Raw -1023032.632889 + Penalty 4389.003040 = -1018643.629849
  nChanged 10
		SP:Iteration 74Q (4500.390000 sec): 3 clusters
  Score: Raw -1023037.950043 + Penalty 4389.003040 = -1018648.947004
  nChanged 16
		SP:Iteration 75Q (4500.410000 sec): 3 clusters
  Score: Raw -1023045.348249 + Penalty 4389.003040 = -1018656.345209
  nChanged 15
		SP:Iteration 76Q (4500.430000 sec): 3 clusters
  Score: Raw -1023052.619937 + Penalty 4389.003040 = -1018663.616897
  nChanged 17
		SP:Iteration 77Q (4500.460000 sec): 3 clusters
  Score: Raw -1023060.473835 + Penalty 4389.003040 = -1018671.470795
  nChanged 19
		SP:Iteration 78Q (4500.480000 sec): 3 clusters
  Score: Raw -1023067.510259 + Penalty 4389.003040 = -1018678.507219
  nChanged 12
		SP:Iteration 79Q (4500.500000 sec): 3 clusters
  Score: Raw -1023072.783679 + Penalty 4389.003040 = -1018683.780639
  nChanged 11
		SP:Iteration 80F (4500.520000 sec): 3 clusters
  Score: Raw -1023077.732300 + Penalty 4389.003040 = -1018688.729261
  nChanged 9
		SP:Iteration 81Q (4500.550000 sec): 3 clusters
  Score: Raw -1023082.838393 + Penalty 4389.003040 = -1018693.835354
  nChanged 10
		SP:Iteration 82Q (4500.570000 sec): 3 clusters
  Score: Raw -1023087.051368 + Penalty 4389.003040 = -1018698.048328
  nChanged 8
		SP:Iteration 83Q (4500.590000 sec): 3 clusters
  Score: Raw -1023090.856616 + Penalty 4389.003040 = -1018701.853576
  nChanged 6
		SP:Iteration 84Q (4500.610000 sec): 3 clusters
  Score: Raw -1023093.681436 + Penalty 4389.003040 = -1018704.678396
  nChanged 8
		SP:Iteration 85Q (4500.630000 sec): 3 clusters
  Score: Raw -1023097.142716 + Penalty 4389.003040 = -1018708.139676
  nChanged 5
		SP:Iteration 86Q (4500.650000 sec): 3 clusters
  Score: Raw -1023098.876100 + Penalty 4389.003040 = -1018709.873060
  nChanged 5
		SP:Iteration 87Q (4500.680000 sec): 3 clusters
  Score: Raw -1023100.860592 + Penalty 4389.003040 = -1018711.857552
  nChanged 2
		SP:Iteration 88Q (4500.700000 sec): 3 clusters
  Score: Raw -1023101.451592 + Penalty 4389.003040 = -1018712.448552
  nChanged 2
		SP:Iteration 89Q (4500.720000 sec): 3 clusters
  Score: Raw -1023101.941124 + Penalty 4389.003040 = -1018712.938085
  nChanged 1
		SP:Iteration 90Q (4500.740000 sec): 3 clusters
  Score: Raw -1023102.267307 + Penalty 4389.003040 = -1018713.264268
  nChanged 0
		SP:Iteration 91F (4500.760000 sec): 3 clusters
  Score: Raw -1023102.267307 + Penalty 4389.003040 = -1018713.264268
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (6192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4500.780000 sec): 2 clusters
  Score: Raw -895774.247419 + Penalty 2165.291327 = -893608.956092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4500.810000 sec): 3 clusters
  Score: Raw -892611.618694 + Penalty 4330.582654 = -888281.036040
  nChanged 2441
		SP:Iteration 1F (4500.830000 sec): 3 clusters
  Score: Raw -893943.144743 + Penalty 4330.582654 = -889612.562089
  nChanged 456
		SP:Iteration 2F (4500.850000 sec): 3 clusters
  Score: Raw -894191.611700 + Penalty 4330.582654 = -889861.029046
  nChanged 332
		SP:Iteration 3F (4500.880000 sec): 3 clusters
  Score: Raw -894372.070582 + Penalty 4330.582654 = -890041.487928
  nChanged 260
		SP:Iteration 4Q (4500.900000 sec): 3 clusters
  Score: Raw -894518.463670 + Penalty 4330.582654 = -890187.881016
  nChanged 223
		SP:Iteration 5Q (4500.920000 sec): 3 clusters
  Score: Raw -894641.672366 + Penalty 4330.582654 = -890311.089712
  nChanged 186
		SP:Iteration 6Q (4500.940000 sec): 3 clusters
  Score: Raw -894732.402370 + Penalty 4330.582654 = -890401.819716
  nChanged 170
		SP:Iteration 7Q (4500.960000 sec): 3 clusters
  Score: Raw -894820.678290 + Penalty 4330.582654 = -890490.095636
  nChanged 171
		SP:Iteration 8Q (4500.990000 sec): 3 clusters
  Score: Raw -894900.883584 + Penalty 4330.582654 = -890570.300930
  nChanged 148
		SP:Iteration 9Q (4501.010000 sec): 3 clusters
  Score: Raw -894981.419693 + Penalty 4330.582654 = -890650.837039
  nChanged 146
		SP:Iteration 10Q (4501.030000 sec): 3 clusters
  Score: Raw -895058.949088 + Penalty 4330.582654 = -890728.366434
  nChanged 131
		SP:Iteration 11Q (4501.060000 sec): 3 clusters
  Score: Raw -895124.067415 + Penalty 4330.582654 = -890793.484761
  nChanged 142
		SP:Iteration 12Q (4501.080000 sec): 3 clusters
  Score: Raw -895196.599124 + Penalty 4330.582654 = -890866.016470
  nChanged 135
		SP:Iteration 13Q (4501.100000 sec): 3 clusters
  Score: Raw -895264.020415 + Penalty 4330.582654 = -890933.437761
  nChanged 124
		SP:Iteration 14Q (4501.120000 sec): 3 clusters
  Score: Raw -895313.554923 + Penalty 4330.582654 = -890982.972269
  nChanged 100
		SP:Iteration 15Q (4501.140000 sec): 3 clusters
  Score: Raw -895358.109244 + Penalty 4330.582654 = -891027.526590
  nChanged 112
		SP:Iteration 16Q (4501.160000 sec): 3 clusters
  Score: Raw -895411.226021 + Penalty 4330.582654 = -891080.643367
  nChanged 107
		SP:Iteration 17Q (4501.190000 sec): 3 clusters
  Score: Raw -895460.394761 + Penalty 4330.582654 = -891129.812107
  nChanged 90
		SP:Iteration 18Q (4501.210000 sec): 3 clusters
  Score: Raw -895502.736828 + Penalty 4330.582654 = -891172.154174
  nChanged 86
		SP:Iteration 19Q (4501.230000 sec): 3 clusters
  Score: Raw -895538.746043 + Penalty 4330.582654 = -891208.163389
  nChanged 78
		SP:Iteration 20F (4501.260000 sec): 3 clusters
  Score: Raw -895574.209826 + Penalty 4330.582654 = -891243.627172
  nChanged 67
		SP:Iteration 21Q (4501.280000 sec): 3 clusters
  Score: Raw -895602.610846 + Penalty 4330.582654 = -891272.028192
  nChanged 75
		SP:Iteration 22Q (4501.300000 sec): 3 clusters
  Score: Raw -895631.888031 + Penalty 4330.582654 = -891301.305377
  nChanged 62
		SP:Iteration 23Q (4501.320000 sec): 3 clusters
  Score: Raw -895655.527116 + Penalty 4330.582654 = -891324.944462
  nChanged 60
		SP:Iteration 24Q (4501.340000 sec): 3 clusters
  Score: Raw -895674.101507 + Penalty 4330.582654 = -891343.518854
  nChanged 49
		SP:Iteration 25Q (4501.360000 sec): 3 clusters
  Score: Raw -895691.609298 + Penalty 4330.582654 = -891361.026644
  nChanged 39
		SP:Iteration 26Q (4501.380000 sec): 3 clusters
  Score: Raw -895704.633006 + Penalty 4330.582654 = -891374.050352
  nChanged 35
		SP:Iteration 27Q (4501.410000 sec): 3 clusters
  Score: Raw -895718.092034 + Penalty 4330.582654 = -891387.509380
  nChanged 31
		SP:Iteration 28Q (4501.430000 sec): 3 clusters
  Score: Raw -895727.134410 + Penalty 4330.582654 = -891396.551756
  nChanged 26
		SP:Iteration 29Q (4501.450000 sec): 3 clusters
  Score: Raw -895736.998599 + Penalty 4330.582654 = -891406.415945
  nChanged 26
		SP:Iteration 30Q (4501.470000 sec): 3 clusters
  Score: Raw -895745.192873 + Penalty 4330.582654 = -891414.610219
  nChanged 22
		SP:Iteration 31Q (4501.500000 sec): 3 clusters
  Score: Raw -895751.807061 + Penalty 4330.582654 = -891421.224407
  nChanged 18
		SP:Iteration 32Q (4501.520000 sec): 3 clusters
  Score: Raw -895757.216630 + Penalty 4330.582654 = -891426.633976
  nChanged 17
		SP:Iteration 33Q (4501.540000 sec): 3 clusters
  Score: Raw -895761.636618 + Penalty 4330.582654 = -891431.053964
  nChanged 18
		SP:Iteration 34Q (4501.560000 sec): 3 clusters
  Score: Raw -895767.174091 + Penalty 4330.582654 = -891436.591437
  nChanged 16
		SP:Iteration 35Q (4501.580000 sec): 3 clusters
  Score: Raw -895772.475751 + Penalty 4330.582654 = -891441.893097
  nChanged 26
		SP:Iteration 36Q (4501.600000 sec): 3 clusters
  Score: Raw -895780.299836 + Penalty 4330.582654 = -891449.717182
  nChanged 23
		SP:Iteration 37Q (4501.630000 sec): 3 clusters
  Score: Raw -895787.930340 + Penalty 4330.582654 = -891457.347686
  nChanged 31
		SP:Iteration 38Q (4501.650000 sec): 3 clusters
  Score: Raw -895800.219355 + Penalty 4330.582654 = -891469.636701
  nChanged 31
		SP:Iteration 39Q (4501.670000 sec): 3 clusters
  Score: Raw -895810.216268 + Penalty 4330.582654 = -891479.633614
  nChanged 31
		SP:Iteration 40F (4501.700000 sec): 3 clusters
  Score: Raw -895823.536691 + Penalty 4330.582654 = -891492.954037
  nChanged 30
		SP:Iteration 41Q (4501.720000 sec): 3 clusters
  Score: Raw -895834.071831 + Penalty 4330.582654 = -891503.489177
  nChanged 27
		SP:Iteration 42Q (4501.740000 sec): 3 clusters
  Score: Raw -895841.286617 + Penalty 4330.582654 = -891510.703963
  nChanged 18
		SP:Iteration 43Q (4501.760000 sec): 3 clusters
  Score: Raw -895847.700486 + Penalty 4330.582654 = -891517.117832
  nChanged 12
		SP:Iteration 44Q (4501.780000 sec): 3 clusters
  Score: Raw -895852.621659 + Penalty 4330.582654 = -891522.039005
  nChanged 13
		SP:Iteration 45Q (4501.800000 sec): 3 clusters
  Score: Raw -895856.589563 + Penalty 4330.582654 = -891526.006909
  nChanged 16
		SP:Iteration 46Q (4501.820000 sec): 3 clusters
  Score: Raw -895861.384075 + Penalty 4330.582654 = -891530.801421
  nChanged 11
		SP:Iteration 47Q (4501.850000 sec): 3 clusters
  Score: Raw -895864.786448 + Penalty 4330.582654 = -891534.203794
  nChanged 8
		SP:Iteration 48Q (4501.870000 sec): 3 clusters
  Score: Raw -895866.800878 + Penalty 4330.582654 = -891536.218224
  nChanged 9
		SP:Iteration 49Q (4501.890000 sec): 3 clusters
  Score: Raw -895869.187845 + Penalty 4330.582654 = -891538.605191
  nChanged 6
		SP:Iteration 50Q (4501.910000 sec): 3 clusters
  Score: Raw -895870.823739 + Penalty 4330.582654 = -891540.241085
  nChanged 7
		SP:Iteration 51Q (4501.940000 sec): 3 clusters
  Score: Raw -895872.191206 + Penalty 4330.582654 = -891541.608553
  nChanged 4
		SP:Iteration 52Q (4501.960000 sec): 3 clusters
  Score: Raw -895873.067750 + Penalty 4330.582654 = -891542.485096
  nChanged 4
		SP:Iteration 53Q (4501.980000 sec): 3 clusters
  Score: Raw -895874.039457 + Penalty 4330.582654 = -891543.456803
  nChanged 5
		SP:Iteration 54Q (4502.000000 sec): 3 clusters
  Score: Raw -895875.794023 + Penalty 4330.582654 = -891545.211369
  nChanged 8
		SP:Iteration 55Q (4502.030000 sec): 3 clusters
  Score: Raw -895878.453283 + Penalty 4330.582654 = -891547.870629
  nChanged 9
		SP:Iteration 56Q (4502.050000 sec): 3 clusters
  Score: Raw -895880.579128 + Penalty 4330.582654 = -891549.996474
  nChanged 4
		SP:Iteration 57Q (4502.070000 sec): 3 clusters
  Score: Raw -895881.919228 + Penalty 4330.582654 = -891551.336574
  nChanged 4
		SP:Iteration 58Q (4502.090000 sec): 3 clusters
  Score: Raw -895882.890435 + Penalty 4330.582654 = -891552.307781
  nChanged 6
		SP:Iteration 59Q (4502.110000 sec): 3 clusters
  Score: Raw -895884.885106 + Penalty 4330.582654 = -891554.302452
  nChanged 11
		SP:Iteration 60F (4502.130000 sec): 3 clusters
  Score: Raw -895888.139516 + Penalty 4330.582654 = -891557.556862
  nChanged 8
		SP:Iteration 61Q (4502.150000 sec): 3 clusters
  Score: Raw -895890.797327 + Penalty 4330.582654 = -891560.214673
  nChanged 8
		SP:Iteration 62Q (4502.170000 sec): 3 clusters
  Score: Raw -895893.261134 + Penalty 4330.582654 = -891562.678480
  nChanged 9
		SP:Iteration 63Q (4502.190000 sec): 3 clusters
  Score: Raw -895896.237320 + Penalty 4330.582654 = -891565.654666
  nChanged 9
		SP:Iteration 64Q (4502.210000 sec): 3 clusters
  Score: Raw -895899.121357 + Penalty 4330.582654 = -891568.538703
  nChanged 10
		SP:Iteration 65Q (4502.230000 sec): 3 clusters
  Score: Raw -895902.438623 + Penalty 4330.582654 = -891571.855969
  nChanged 9
		SP:Iteration 66Q (4502.260000 sec): 3 clusters
  Score: Raw -895904.860908 + Penalty 4330.582654 = -891574.278254
  nChanged 6
		SP:Iteration 67Q (4502.280000 sec): 3 clusters
  Score: Raw -895906.874822 + Penalty 4330.582654 = -891576.292168
  nChanged 9
		SP:Iteration 68Q (4502.300000 sec): 3 clusters
  Score: Raw -895909.167557 + Penalty 4330.582654 = -891578.584903
  nChanged 3
		SP:Iteration 69Q (4502.320000 sec): 3 clusters
  Score: Raw -895909.944536 + Penalty 4330.582654 = -891579.361882
  nChanged 4
		SP:Iteration 70Q (4502.340000 sec): 3 clusters
  Score: Raw -895911.687322 + Penalty 4330.582654 = -891581.104668
  nChanged 10
		SP:Iteration 71Q (4502.360000 sec): 3 clusters
  Score: Raw -895914.777180 + Penalty 4330.582654 = -891584.194526
  nChanged 8
		SP:Iteration 72Q (4502.380000 sec): 3 clusters
  Score: Raw -895916.801047 + Penalty 4330.582654 = -891586.218393
  nChanged 6
		SP:Iteration 73Q (4502.410000 sec): 3 clusters
  Score: Raw -895918.548783 + Penalty 4330.582654 = -891587.966129
  nChanged 10
		SP:Iteration 74Q (4502.430000 sec): 3 clusters
  Score: Raw -895921.404890 + Penalty 4330.582654 = -891590.822236
  nChanged 12
		SP:Iteration 75Q (4502.450000 sec): 3 clusters
  Score: Raw -895924.408908 + Penalty 4330.582654 = -891593.826254
  nChanged 8
		SP:Iteration 76Q (4502.470000 sec): 3 clusters
  Score: Raw -895926.700590 + Penalty 4330.582654 = -891596.117936
  nChanged 6
		SP:Iteration 77Q (4502.490000 sec): 3 clusters
  Score: Raw -895928.491206 + Penalty 4330.582654 = -891597.908552
  nChanged 4
		SP:Iteration 78Q (4502.510000 sec): 3 clusters
  Score: Raw -895929.532571 + Penalty 4330.582654 = -891598.949917
  nChanged 4
		SP:Iteration 79Q (4502.530000 sec): 3 clusters
  Score: Raw -895930.443917 + Penalty 4330.582654 = -891599.861263
  nChanged 6
		SP:Iteration 80F (4502.550000 sec): 3 clusters
  Score: Raw -895931.807437 + Penalty 4330.582654 = -891601.224783
  nChanged 4
		SP:Iteration 81Q (4502.570000 sec): 3 clusters
  Score: Raw -895932.478185 + Penalty 4330.582654 = -891601.895531
  nChanged 5
		SP:Iteration 82Q (4502.590000 sec): 3 clusters
  Score: Raw -895933.692588 + Penalty 4330.582654 = -891603.109934
  nChanged 5
		SP:Iteration 83Q (4502.610000 sec): 3 clusters
  Score: Raw -895934.852151 + Penalty 4330.582654 = -891604.269497
  nChanged 4
		SP:Iteration 84Q (4502.640000 sec): 3 clusters
  Score: Raw -895935.747264 + Penalty 4330.582654 = -891605.164610
  nChanged 3
		SP:Iteration 85Q (4502.660000 sec): 3 clusters
  Score: Raw -895936.483401 + Penalty 4330.582654 = -891605.900747
  nChanged 2
		SP:Iteration 86Q (4502.680000 sec): 3 clusters
  Score: Raw -895937.150820 + Penalty 4330.582654 = -891606.568166
  nChanged 6
		SP:Iteration 87Q (4502.700000 sec): 3 clusters
  Score: Raw -895938.425654 + Penalty 4330.582654 = -891607.843000
  nChanged 3
		SP:Iteration 88Q (4502.720000 sec): 3 clusters
  Score: Raw -895939.077467 + Penalty 4330.582654 = -891608.494813
  nChanged 5
		SP:Iteration 89Q (4502.740000 sec): 3 clusters
  Score: Raw -895940.461648 + Penalty 4330.582654 = -891609.878994
  nChanged 5
		SP:Iteration 90Q (4502.760000 sec): 3 clusters
  Score: Raw -895941.436325 + Penalty 4330.582654 = -891610.853671
  nChanged 3
		SP:Iteration 91Q (4502.780000 sec): 3 clusters
  Score: Raw -895942.002670 + Penalty 4330.582654 = -891611.420016
  nChanged 1
		SP:Iteration 92Q (4502.800000 sec): 3 clusters
  Score: Raw -895942.550895 + Penalty 4330.582654 = -891611.968241
  nChanged 1
		SP:Iteration 93Q (4502.830000 sec): 3 clusters
  Score: Raw -895942.787938 + Penalty 4330.582654 = -891612.205284
  nChanged 0
		SP:Iteration 94F (4502.850000 sec): 3 clusters
  Score: Raw -895942.787938 + Penalty 4330.582654 = -891612.205284
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (26585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4502.950000 sec): 2 clusters
  Score: Raw -3930311.042638 + Penalty 2526.649402 = -3927784.393237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4503.050000 sec): 3 clusters
  Score: Raw -3914317.832093 + Penalty 5053.298803 = -3909264.533290
  nChanged 11939
		SP:Iteration 1F (4503.150000 sec): 3 clusters
  Score: Raw -3920893.787008 + Penalty 5053.298803 = -3915840.488204
  nChanged 1345
		SP:Iteration 2F (4503.250000 sec): 3 clusters
  Score: Raw -3921297.392068 + Penalty 5053.298803 = -3916244.093265
  nChanged 1081
		SP:Iteration 3Q (4503.360000 sec): 3 clusters
  Score: Raw -3921613.986056 + Penalty 5053.298803 = -3916560.687253
  nChanged 956
		SP:Iteration 4Q (4503.460000 sec): 3 clusters
  Score: Raw -3921897.784880 + Penalty 5053.298803 = -3916844.486077
  nChanged 964
		SP:Iteration 5Q (4503.570000 sec): 3 clusters
  Score: Raw -3922220.055731 + Penalty 5053.298803 = -3917166.756927
  nChanged 1080
		SP:Iteration 6Q (4503.670000 sec): 3 clusters
  Score: Raw -3922635.217915 + Penalty 5053.298803 = -3917581.919112
  nChanged 1194
		SP:Iteration 7Q (4503.780000 sec): 3 clusters
  Score: Raw -3923187.025011 + Penalty 5053.298803 = -3918133.726208
  nChanged 1357
		SP:Iteration 8F (4503.880000 sec): 3 clusters
  Score: Raw -3923908.424964 + Penalty 5053.298803 = -3918855.126161
  nChanged 1480
		SP:Iteration 9F (4503.980000 sec): 3 clusters
  Score: Raw -3924861.568637 + Penalty 5053.298803 = -3919808.269834
  nChanged 1618
		SP:Iteration 10F (4504.080000 sec): 3 clusters
  Score: Raw -3926048.493240 + Penalty 5053.298803 = -3920995.194437
  nChanged 1543
		SP:Iteration 11F (4504.180000 sec): 3 clusters
  Score: Raw -3927295.508287 + Penalty 5053.298803 = -3922242.209484
  nChanged 1328
		SP:Iteration 12Q (4504.280000 sec): 3 clusters
  Score: Raw -3928412.928623 + Penalty 5053.298803 = -3923359.629820
  nChanged 939
		SP:Iteration 13Q (4504.380000 sec): 3 clusters
  Score: Raw -3929248.857178 + Penalty 5053.298803 = -3924195.558375
  nChanged 618
		SP:Iteration 14Q (4504.470000 sec): 3 clusters
  Score: Raw -3929819.823588 + Penalty 5053.298803 = -3924766.524784
  nChanged 367
		SP:Iteration 15Q (4504.560000 sec): 3 clusters
  Score: Raw -3930143.924985 + Penalty 5053.298803 = -3925090.626182
  nChanged 210
		SP:Iteration 16Q (4504.650000 sec): 3 clusters
  Score: Raw -3930331.057333 + Penalty 5053.298803 = -3925277.758530
  nChanged 124
		SP:Iteration 17Q (4504.730000 sec): 3 clusters
  Score: Raw -3930446.240790 + Penalty 5053.298803 = -3925392.941987
  nChanged 85
		SP:Iteration 18Q (4504.800000 sec): 3 clusters
  Score: Raw -3930526.188560 + Penalty 5053.298803 = -3925472.889757
  nChanged 49
		SP:Iteration 19Q (4504.870000 sec): 3 clusters
  Score: Raw -3930569.403440 + Penalty 5053.298803 = -3925516.104637
  nChanged 39
		SP:Iteration 20F (4504.970000 sec): 3 clusters
  Score: Raw -3930602.950481 + Penalty 5053.298803 = -3925549.651677
  nChanged 24
		SP:Iteration 21Q (4505.050000 sec): 3 clusters
  Score: Raw -3930623.670890 + Penalty 5053.298803 = -3925570.372086
  nChanged 20
		SP:Iteration 22Q (4505.130000 sec): 3 clusters
  Score: Raw -3930642.424214 + Penalty 5053.298803 = -3925589.125411
  nChanged 16
		SP:Iteration 23Q (4505.200000 sec): 3 clusters
  Score: Raw -3930658.985934 + Penalty 5053.298803 = -3925605.687131
  nChanged 21
		SP:Iteration 24Q (4505.270000 sec): 3 clusters
  Score: Raw -3930674.175853 + Penalty 5053.298803 = -3925620.877050
  nChanged 14
		SP:Iteration 25Q (4505.340000 sec): 3 clusters
  Score: Raw -3930683.260065 + Penalty 5053.298803 = -3925629.961262
  nChanged 8
		SP:Iteration 26Q (4505.410000 sec): 3 clusters
  Score: Raw -3930692.314118 + Penalty 5053.298803 = -3925639.015314
  nChanged 12
		SP:Iteration 27Q (4505.490000 sec): 3 clusters
  Score: Raw -3930701.984224 + Penalty 5053.298803 = -3925648.685420
  nChanged 3
		SP:Iteration 28Q (4505.560000 sec): 3 clusters
  Score: Raw -3930705.778126 + Penalty 5053.298803 = -3925652.479323
  nChanged 6
		SP:Iteration 29Q (4505.630000 sec): 3 clusters
  Score: Raw -3930709.416797 + Penalty 5053.298803 = -3925656.117994
  nChanged 5
		SP:Iteration 30Q (4505.700000 sec): 3 clusters
  Score: Raw -3930712.995695 + Penalty 5053.298803 = -3925659.696892
  nChanged 3
		SP:Iteration 31Q (4505.780000 sec): 3 clusters
  Score: Raw -3930716.093951 + Penalty 5053.298803 = -3925662.795148
  nChanged 3
		SP:Iteration 32Q (4505.850000 sec): 3 clusters
  Score: Raw -3930719.177766 + Penalty 5053.298803 = -3925665.878963
  nChanged 2
		SP:Iteration 33Q (4505.920000 sec): 3 clusters
  Score: Raw -3930721.217133 + Penalty 5053.298803 = -3925667.918330
  nChanged 5
		SP:Iteration 34Q (4505.990000 sec): 3 clusters
  Score: Raw -3930725.771048 + Penalty 5053.298803 = -3925672.472245
  nChanged 7
		SP:Iteration 35Q (4506.060000 sec): 3 clusters
  Score: Raw -3930732.232212 + Penalty 5053.298803 = -3925678.933409
  nChanged 5
		SP:Iteration 36Q (4506.140000 sec): 3 clusters
  Score: Raw -3930736.161210 + Penalty 5053.298803 = -3925682.862407
  nChanged 1
		SP:Iteration 37Q (4506.210000 sec): 3 clusters
  Score: Raw -3930736.970824 + Penalty 5053.298803 = -3925683.672021
  nChanged 0
		SP:Iteration 38F (4506.310000 sec): 3 clusters
  Score: Raw -3930736.970824 + Penalty 5053.298803 = -3925683.672021
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (20938 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4506.380000 sec): 2 clusters
  Score: Raw -2878376.022279 + Penalty 2467.431600 = -2875908.590678
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4506.460000 sec): 3 clusters
  Score: Raw -2866046.377788 + Penalty 4934.863201 = -2861111.514588
  nChanged 9319
		SP:Iteration 1F (4506.530000 sec): 3 clusters
  Score: Raw -2871333.028442 + Penalty 4934.863201 = -2866398.165241
  nChanged 1345
		SP:Iteration 2F (4506.610000 sec): 3 clusters
  Score: Raw -2871974.246169 + Penalty 4934.863201 = -2867039.382968
  nChanged 1216
		SP:Iteration 3F (4506.690000 sec): 3 clusters
  Score: Raw -2872525.452438 + Penalty 4934.863201 = -2867590.589237
  nChanged 1063
		SP:Iteration 4F (4506.770000 sec): 3 clusters
  Score: Raw -2872976.297334 + Penalty 4934.863201 = -2868041.434133
  nChanged 957
		SP:Iteration 5Q (4506.850000 sec): 3 clusters
  Score: Raw -2873394.176926 + Penalty 4934.863201 = -2868459.313726
  nChanged 923
		SP:Iteration 6Q (4506.930000 sec): 3 clusters
  Score: Raw -2873818.756519 + Penalty 4934.863201 = -2868883.893318
  nChanged 884
		SP:Iteration 7Q (4507.010000 sec): 3 clusters
  Score: Raw -2874283.360081 + Penalty 4934.863201 = -2869348.496880
  nChanged 1012
		SP:Iteration 8Q (4507.080000 sec): 3 clusters
  Score: Raw -2874915.858224 + Penalty 4934.863201 = -2869980.995023
  nChanged 1045
		SP:Iteration 9Q (4507.160000 sec): 3 clusters
  Score: Raw -2875608.603811 + Penalty 4934.863201 = -2870673.740611
  nChanged 1016
		SP:Iteration 10Q (4507.250000 sec): 3 clusters
  Score: Raw -2876297.252167 + Penalty 4934.863201 = -2871362.388967
  nChanged 912
		SP:Iteration 11Q (4507.330000 sec): 3 clusters
  Score: Raw -2876894.801286 + Penalty 4934.863201 = -2871959.938085
  nChanged 758
		SP:Iteration 12Q (4507.400000 sec): 3 clusters
  Score: Raw -2877351.169840 + Penalty 4934.863201 = -2872416.306639
  nChanged 648
		SP:Iteration 13Q (4507.480000 sec): 3 clusters
  Score: Raw -2877753.733484 + Penalty 4934.863201 = -2872818.870284
  nChanged 578
		SP:Iteration 14Q (4507.560000 sec): 3 clusters
  Score: Raw -2878159.474641 + Penalty 4934.863201 = -2873224.611441
  nChanged 541
		SP:Iteration 15Q (4507.630000 sec): 3 clusters
  Score: Raw -2878619.325962 + Penalty 4934.863201 = -2873684.462762
  nChanged 511
		SP:Iteration 16Q (4507.700000 sec): 3 clusters
  Score: Raw -2879123.058334 + Penalty 4934.863201 = -2874188.195134
  nChanged 473
		SP:Iteration 17Q (4507.770000 sec): 3 clusters
  Score: Raw -2879628.427940 + Penalty 4934.863201 = -2874693.564739
  nChanged 372
		SP:Iteration 18Q (4507.840000 sec): 3 clusters
  Score: Raw -2880004.691336 + Penalty 4934.863201 = -2875069.828136
  nChanged 248
		SP:Iteration 19Q (4507.910000 sec): 3 clusters
  Score: Raw -2880241.248856 + Penalty 4934.863201 = -2875306.385656
  nChanged 152
		SP:Iteration 20F (4507.980000 sec): 3 clusters
  Score: Raw -2880587.595740 + Penalty 4934.863201 = -2875652.732539
  nChanged 135
		SP:Iteration 21Q (4508.050000 sec): 3 clusters
  Score: Raw -2880829.125181 + Penalty 4934.863201 = -2875894.261981
  nChanged 98
		SP:Iteration 22Q (4508.110000 sec): 3 clusters
  Score: Raw -2880916.148792 + Penalty 4934.863201 = -2875981.285591
  nChanged 41
		SP:Iteration 23Q (4508.170000 sec): 3 clusters
  Score: Raw -2880939.497578 + Penalty 4934.863201 = -2876004.634377
  nChanged 16
		SP:Iteration 24Q (4508.240000 sec): 3 clusters
  Score: Raw -2880944.674110 + Penalty 4934.863201 = -2876009.810909
  nChanged 6
		SP:Iteration 25Q (4508.300000 sec): 3 clusters
  Score: Raw -2880947.160815 + Penalty 4934.863201 = -2876012.297615
  nChanged 2
		SP:Iteration 26Q (4508.360000 sec): 3 clusters
  Score: Raw -2880947.673901 + Penalty 4934.863201 = -2876012.810701
  nChanged 0
		SP:Iteration 27F (4508.440000 sec): 3 clusters
  Score: Raw -2880947.673901 + Penalty 4934.863201 = -2876012.810701
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 27.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4508.460000 sec): 2 clusters
  Score: Raw -466550.775029 + Penalty 2004.588940 = -464546.186090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4508.470000 sec): 3 clusters
  Score: Raw -465126.629450 + Penalty 4009.177880 = -461117.451570
  nChanged 1146
		SP:Iteration 1F (4508.480000 sec): 3 clusters
  Score: Raw -465824.398498 + Penalty 4009.177880 = -461815.220618
  nChanged 232
		SP:Iteration 2F (4508.500000 sec): 3 clusters
  Score: Raw -465989.938552 + Penalty 4009.177880 = -461980.760672
  nChanged 157
		SP:Iteration 3Q (4508.510000 sec): 3 clusters
  Score: Raw -466095.243594 + Penalty 4009.177880 = -462086.065714
  nChanged 108
		SP:Iteration 4Q (4508.520000 sec): 3 clusters
  Score: Raw -466149.299564 + Penalty 4009.177880 = -462140.121684
  nChanged 69
		SP:Iteration 5Q (4508.530000 sec): 3 clusters
  Score: Raw -466182.818068 + Penalty 4009.177880 = -462173.640188
  nChanged 50
		SP:Iteration 6Q (4508.540000 sec): 3 clusters
  Score: Raw -466204.429770 + Penalty 4009.177880 = -462195.251890
  nChanged 34
		SP:Iteration 7Q (4508.560000 sec): 3 clusters
  Score: Raw -466219.415080 + Penalty 4009.177880 = -462210.237201
  nChanged 32
		SP:Iteration 8Q (4508.570000 sec): 3 clusters
  Score: Raw -466238.375634 + Penalty 4009.177880 = -462229.197754
  nChanged 36
		SP:Iteration 9Q (4508.580000 sec): 3 clusters
  Score: Raw -466263.477177 + Penalty 4009.177880 = -462254.299297
  nChanged 51
		SP:Iteration 10Q (4508.590000 sec): 3 clusters
  Score: Raw -466293.267176 + Penalty 4009.177880 = -462284.089296
  nChanged 56
		SP:Iteration 11Q (4508.600000 sec): 3 clusters
  Score: Raw -466323.351133 + Penalty 4009.177880 = -462314.173253
  nChanged 44
		SP:Iteration 12Q (4508.610000 sec): 3 clusters
  Score: Raw -466345.421639 + Penalty 4009.177880 = -462336.243760
  nChanged 37
		SP:Iteration 13Q (4508.620000 sec): 3 clusters
  Score: Raw -466364.585323 + Penalty 4009.177880 = -462355.407443
  nChanged 40
		SP:Iteration 14Q (4508.640000 sec): 3 clusters
  Score: Raw -466388.615680 + Penalty 4009.177880 = -462379.437800
  nChanged 53
		SP:Iteration 15Q (4508.650000 sec): 3 clusters
  Score: Raw -466422.828121 + Penalty 4009.177880 = -462413.650241
  nChanged 72
		SP:Iteration 16Q (4508.660000 sec): 3 clusters
  Score: Raw -466481.899533 + Penalty 4009.177880 = -462472.721653
  nChanged 84
		SP:Iteration 17Q (4508.670000 sec): 3 clusters
  Score: Raw -466557.569306 + Penalty 4009.177880 = -462548.391426
  nChanged 95
		SP:Iteration 18Q (4508.680000 sec): 3 clusters
  Score: Raw -466639.474702 + Penalty 4009.177880 = -462630.296822
  nChanged 100
		SP:Iteration 19Q (4508.700000 sec): 3 clusters
  Score: Raw -466732.858893 + Penalty 4009.177880 = -462723.681013
  nChanged 122
		SP:Iteration 20F (4508.710000 sec): 3 clusters
  Score: Raw -466848.722406 + Penalty 4009.177880 = -462839.544526
  nChanged 121
		SP:Iteration 21Q (4508.720000 sec): 3 clusters
  Score: Raw -467011.675354 + Penalty 4009.177880 = -463002.497475
  nChanged 136
		SP:Iteration 22Q (4508.730000 sec): 3 clusters
  Score: Raw -467156.996816 + Penalty 4009.177880 = -463147.818936
  nChanged 134
		SP:Iteration 23Q (4508.740000 sec): 3 clusters
  Score: Raw -467301.155884 + Penalty 4009.177880 = -463291.978004
  nChanged 93
		SP:Iteration 24Q (4508.750000 sec): 3 clusters
  Score: Raw -467417.126831 + Penalty 4009.177880 = -463407.948951
  nChanged 85
		SP:Iteration 25Q (4508.760000 sec): 3 clusters
  Score: Raw -467525.456169 + Penalty 4009.177880 = -463516.278289
  nChanged 77
		SP:Iteration 26Q (4508.780000 sec): 3 clusters
  Score: Raw -467622.794764 + Penalty 4009.177880 = -463613.616884
  nChanged 85
		SP:Iteration 27Q (4508.790000 sec): 3 clusters
  Score: Raw -467716.502298 + Penalty 4009.177880 = -463707.324418
  nChanged 72
		SP:Iteration 28Q (4508.800000 sec): 3 clusters
  Score: Raw -467800.311005 + Penalty 4009.177880 = -463791.133125
  nChanged 72
		SP:Iteration 29Q (4508.810000 sec): 3 clusters
  Score: Raw -467878.998676 + Penalty 4009.177880 = -463869.820796
  nChanged 58
		SP:Iteration 30Q (4508.820000 sec): 3 clusters
  Score: Raw -467933.513933 + Penalty 4009.177880 = -463924.336054
  nChanged 50
		SP:Iteration 31Q (4508.830000 sec): 3 clusters
  Score: Raw -467973.615561 + Penalty 4009.177880 = -463964.437681
  nChanged 40
		SP:Iteration 32Q (4508.840000 sec): 3 clusters
  Score: Raw -468001.677415 + Penalty 4009.177880 = -463992.499535
  nChanged 33
		SP:Iteration 33Q (4508.850000 sec): 3 clusters
  Score: Raw -468026.464067 + Penalty 4009.177880 = -464017.286187
  nChanged 32
		SP:Iteration 34Q (4508.860000 sec): 3 clusters
  Score: Raw -468044.565690 + Penalty 4009.177880 = -464035.387811
  nChanged 26
		SP:Iteration 35Q (4508.870000 sec): 3 clusters
  Score: Raw -468060.618280 + Penalty 4009.177880 = -464051.440400
  nChanged 27
		SP:Iteration 36Q (4508.880000 sec): 3 clusters
  Score: Raw -468074.377210 + Penalty 4009.177880 = -464065.199331
  nChanged 21
		SP:Iteration 37Q (4508.890000 sec): 3 clusters
  Score: Raw -468083.811018 + Penalty 4009.177880 = -464074.633138
  nChanged 12
		SP:Iteration 38Q (4508.900000 sec): 3 clusters
  Score: Raw -468090.254376 + Penalty 4009.177880 = -464081.076496
  nChanged 12
		SP:Iteration 39Q (4508.910000 sec): 3 clusters
  Score: Raw -468096.066253 + Penalty 4009.177880 = -464086.888373
  nChanged 15
		SP:Iteration 40F (4508.920000 sec): 3 clusters
  Score: Raw -468103.519192 + Penalty 4009.177880 = -464094.341312
  nChanged 15
		SP:Iteration 41Q (4508.930000 sec): 3 clusters
  Score: Raw -468110.549282 + Penalty 4009.177880 = -464101.371403
  nChanged 16
		SP:Iteration 42Q (4508.940000 sec): 3 clusters
  Score: Raw -468118.573037 + Penalty 4009.177880 = -464109.395157
  nChanged 13
		SP:Iteration 43Q (4508.950000 sec): 3 clusters
  Score: Raw -468123.628592 + Penalty 4009.177880 = -464114.450712
  nChanged 13
		SP:Iteration 44Q (4508.960000 sec): 3 clusters
  Score: Raw -468128.932492 + Penalty 4009.177880 = -464119.754612
  nChanged 6
		SP:Iteration 45Q (4508.970000 sec): 3 clusters
  Score: Raw -468130.685380 + Penalty 4009.177880 = -464121.507501
  nChanged 5
		SP:Iteration 46Q (4508.980000 sec): 3 clusters
  Score: Raw -468132.653409 + Penalty 4009.177880 = -464123.475529
  nChanged 8
		SP:Iteration 47Q (4508.990000 sec): 3 clusters
  Score: Raw -468135.319159 + Penalty 4009.177880 = -464126.141279
  nChanged 2
		SP:Iteration 48Q (4509.000000 sec): 3 clusters
  Score: Raw -468135.791604 + Penalty 4009.177880 = -464126.613724
  nChanged 2
		SP:Iteration 49Q (4509.010000 sec): 3 clusters
  Score: Raw -468137.364405 + Penalty 4009.177880 = -464128.186525
  nChanged 2
		SP:Iteration 50Q (4509.020000 sec): 3 clusters
  Score: Raw -468138.521155 + Penalty 4009.177880 = -464129.343276
  nChanged 3
		SP:Iteration 51Q (4509.030000 sec): 3 clusters
  Score: Raw -468139.677625 + Penalty 4009.177880 = -464130.499745
  nChanged 3
		SP:Iteration 52Q (4509.040000 sec): 3 clusters
  Score: Raw -468140.341134 + Penalty 4009.177880 = -464131.163254
  nChanged 0
		SP:Iteration 53F (4509.060000 sec): 3 clusters
  Score: Raw -468140.341134 + Penalty 4009.177880 = -464131.163254
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4509.060000 sec): 2 clusters
  Score: Raw -126649.122636 + Penalty 1674.273164 = -124974.849472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4509.060000 sec): 3 clusters
  Score: Raw -126494.782935 + Penalty 3348.546329 = -123146.236607
  nChanged 183
		SP:Iteration 1F (4509.070000 sec): 3 clusters
  Score: Raw -126722.586382 + Penalty 3348.546329 = -123374.040053
  nChanged 46
		SP:Iteration 2F (4509.070000 sec): 3 clusters
  Score: Raw -126785.704028 + Penalty 3348.546329 = -123437.157699
  nChanged 23
		SP:Iteration 3Q (4509.070000 sec): 3 clusters
  Score: Raw -126824.290567 + Penalty 3348.546329 = -123475.744238
  nChanged 11
		SP:Iteration 4Q (4509.080000 sec): 3 clusters
  Score: Raw -126841.240612 + Penalty 3348.546329 = -123492.694283
  nChanged 9
		SP:Iteration 5Q (4509.080000 sec): 3 clusters
  Score: Raw -126852.010663 + Penalty 3348.546329 = -123503.464335
  nChanged 2
		SP:Iteration 6Q (4509.080000 sec): 3 clusters
  Score: Raw -126854.666692 + Penalty 3348.546329 = -123506.120364
  nChanged 1
		SP:Iteration 7Q (4509.080000 sec): 3 clusters
  Score: Raw -126855.759574 + Penalty 3348.546329 = -123507.213246
  nChanged 1
		SP:Iteration 8Q (4509.090000 sec): 3 clusters
  Score: Raw -126857.445204 + Penalty 3348.546329 = -123508.898876
  nChanged 1
		SP:Iteration 9Q (4509.090000 sec): 3 clusters
  Score: Raw -126858.031440 + Penalty 3348.546329 = -123509.485112
  nChanged 0
		SP:Iteration 10F (4509.100000 sec): 3 clusters
  Score: Raw -126858.031440 + Penalty 3348.546329 = -123509.485112
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (2373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4509.100000 sec): 2 clusters
  Score: Raw -277845.349964 + Penalty 1927.433744 = -275917.916221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4509.110000 sec): 3 clusters
  Score: Raw -277224.194577 + Penalty 3854.867487 = -273369.327090
  nChanged 892
		SP:Iteration 1F (4509.120000 sec): 3 clusters
  Score: Raw -281033.805491 + Penalty 3854.867487 = -277178.938004
  nChanged 365
		SP:Iteration 2F (4509.130000 sec): 3 clusters
  Score: Raw -284455.813033 + Penalty 3854.867487 = -280600.945545
  nChanged 271
		SP:Iteration 3F (4509.140000 sec): 3 clusters
  Score: Raw -286177.106058 + Penalty 3854.867487 = -282322.238571
  nChanged 184
		SP:Iteration 4F (4509.150000 sec): 3 clusters
  Score: Raw -287708.193891 + Penalty 3854.867487 = -283853.326404
  nChanged 110
		SP:Iteration 5Q (4509.150000 sec): 3 clusters
  Score: Raw -289277.133377 + Penalty 3854.867487 = -285422.265890
  nChanged 52
		SP:Iteration 6Q (4509.160000 sec): 3 clusters
  Score: Raw -291087.619053 + Penalty 3854.867487 = -287232.751565
  nChanged 25
		SP:Iteration 7Q (4509.160000 sec): 3 clusters
  Score: Raw -292505.421666 + Penalty 3854.867487 = -288650.554178
  nChanged 21
		SP:Iteration 8Q (4509.170000 sec): 3 clusters
  Score: Raw -292597.613700 + Penalty 3854.867487 = -288742.746212
  nChanged 11
		SP:Iteration 9Q (4509.180000 sec): 3 clusters
  Score: Raw -292654.563336 + Penalty 3854.867487 = -288799.695848
  nChanged 8
		SP:Iteration 10Q (4509.180000 sec): 3 clusters
  Score: Raw -292684.016263 + Penalty 3854.867487 = -288829.148776
  nChanged 3
		SP:Iteration 11Q (4509.190000 sec): 3 clusters
  Score: Raw -292685.445952 + Penalty 3854.867487 = -288830.578465
  nChanged 0
		SP:Iteration 12F (4509.200000 sec): 3 clusters
  Score: Raw -292924.836876 + Penalty 3854.867487 = -289069.969389
  nChanged 62
		SP:Iteration 13Q (4509.200000 sec): 3 clusters
  Score: Raw -293615.500036 + Penalty 3854.867487 = -289760.632549
  nChanged 38
		SP:Iteration 14Q (4509.210000 sec): 3 clusters
  Score: Raw -293955.172244 + Penalty 3854.867487 = -290100.304757
  nChanged 6
		SP:Iteration 15Q (4509.220000 sec): 3 clusters
  Score: Raw -293987.988425 + Penalty 3854.867487 = -290133.120938
  nChanged 2
		SP:Iteration 16Q (4509.220000 sec): 3 clusters
  Score: Raw -293990.785147 + Penalty 3854.867487 = -290135.917660
  nChanged 0
		SP:Iteration 17F (4509.230000 sec): 3 clusters
  Score: Raw -294028.011367 + Penalty 3854.867487 = -290173.143880
  nChanged 10
		SP:Iteration 18Q (4509.240000 sec): 3 clusters
  Score: Raw -294095.102583 + Penalty 3854.867487 = -290240.235096
  nChanged 12
		SP:Iteration 19Q (4509.240000 sec): 3 clusters
  Score: Raw -294213.818689 + Penalty 3854.867487 = -290358.951201
  nChanged 11
		SP:Iteration 20F (4509.250000 sec): 3 clusters
  Score: Raw -294478.273308 + Penalty 3854.867487 = -290623.405821
  nChanged 31
		SP:Iteration 21Q (4509.260000 sec): 3 clusters
  Score: Raw -295546.755419 + Penalty 3854.867487 = -291691.887932
  nChanged 9
		SP:Iteration 22Q (4509.260000 sec): 3 clusters
  Score: Raw -297202.760678 + Penalty 3854.867487 = -293347.893190
  nChanged 0
		SP:Iteration 23F (4509.270000 sec): 3 clusters
  Score: Raw -297202.760678 + Penalty 3854.867487 = -293347.893190
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 28.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4509.320000 sec): 2 clusters
  Score: Raw -1987856.734643 + Penalty 2355.484765 = -1985501.249878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4509.370000 sec): 3 clusters
  Score: Raw -1980571.747515 + Penalty 4710.969530 = -1975860.777985
  nChanged 5577
		SP:Iteration 1F (4509.420000 sec): 3 clusters
  Score: Raw -1983489.497657 + Penalty 4710.969530 = -1978778.528127
  nChanged 791
		SP:Iteration 2F (4509.470000 sec): 3 clusters
  Score: Raw -1983805.365909 + Penalty 4710.969530 = -1979094.396379
  nChanged 597
		SP:Iteration 3Q (4509.520000 sec): 3 clusters
  Score: Raw -1984013.286099 + Penalty 4710.969530 = -1979302.316570
  nChanged 481
		SP:Iteration 4Q (4509.570000 sec): 3 clusters
  Score: Raw -1984173.969729 + Penalty 4710.969530 = -1979463.000199
  nChanged 467
		SP:Iteration 5Q (4509.620000 sec): 3 clusters
  Score: Raw -1984341.954729 + Penalty 4710.969530 = -1979630.985199
  nChanged 419
		SP:Iteration 6Q (4509.660000 sec): 3 clusters
  Score: Raw -1984497.918945 + Penalty 4710.969530 = -1979786.949415
  nChanged 415
		SP:Iteration 7Q (4509.720000 sec): 3 clusters
  Score: Raw -1984665.366280 + Penalty 4710.969530 = -1979954.396751
  nChanged 463
		SP:Iteration 8Q (4509.760000 sec): 3 clusters
  Score: Raw -1984865.946054 + Penalty 4710.969530 = -1980154.976524
  nChanged 497
		SP:Iteration 9Q (4509.810000 sec): 3 clusters
  Score: Raw -1985125.681780 + Penalty 4710.969530 = -1980414.712250
  nChanged 584
		SP:Iteration 10Q (4509.860000 sec): 3 clusters
  Score: Raw -1985473.917757 + Penalty 4710.969530 = -1980762.948227
  nChanged 638
		SP:Iteration 11Q (4509.910000 sec): 3 clusters
  Score: Raw -1985936.530029 + Penalty 4710.969530 = -1981225.560499
  nChanged 676
		SP:Iteration 12F (4509.960000 sec): 3 clusters
  Score: Raw -1986482.763795 + Penalty 4710.969530 = -1981771.794265
  nChanged 601
		SP:Iteration 13Q (4510.010000 sec): 3 clusters
  Score: Raw -1986983.855314 + Penalty 4710.969530 = -1982272.885784
  nChanged 462
		SP:Iteration 14Q (4510.060000 sec): 3 clusters
  Score: Raw -1987397.584950 + Penalty 4710.969530 = -1982686.615420
  nChanged 291
		SP:Iteration 15Q (4510.100000 sec): 3 clusters
  Score: Raw -1987649.635440 + Penalty 4710.969530 = -1982938.665910
  nChanged 176
		SP:Iteration 16Q (4510.140000 sec): 3 clusters
  Score: Raw -1987803.689215 + Penalty 4710.969530 = -1983092.719685
  nChanged 118
		SP:Iteration 17Q (4510.180000 sec): 3 clusters
  Score: Raw -1987906.056644 + Penalty 4710.969530 = -1983195.087115
  nChanged 75
		SP:Iteration 18Q (4510.220000 sec): 3 clusters
  Score: Raw -1987971.800969 + Penalty 4710.969530 = -1983260.831439
  nChanged 56
		SP:Iteration 19Q (4510.260000 sec): 3 clusters
  Score: Raw -1988021.940244 + Penalty 4710.969530 = -1983310.970714
  nChanged 35
		SP:Iteration 20F (4510.310000 sec): 3 clusters
  Score: Raw -1988059.435864 + Penalty 4710.969530 = -1983348.466334
  nChanged 33
		SP:Iteration 21Q (4510.350000 sec): 3 clusters
  Score: Raw -1988091.111348 + Penalty 4710.969530 = -1983380.141818
  nChanged 20
		SP:Iteration 22Q (4510.390000 sec): 3 clusters
  Score: Raw -1988111.207632 + Penalty 4710.969530 = -1983400.238102
  nChanged 11
		SP:Iteration 23Q (4510.420000 sec): 3 clusters
  Score: Raw -1988120.546764 + Penalty 4710.969530 = -1983409.577234
  nChanged 9
		SP:Iteration 24Q (4510.460000 sec): 3 clusters
  Score: Raw -1988127.610384 + Penalty 4710.969530 = -1983416.640854
  nChanged 9
		SP:Iteration 25Q (4510.500000 sec): 3 clusters
  Score: Raw -1988135.546939 + Penalty 4710.969530 = -1983424.577409
  nChanged 7
		SP:Iteration 26Q (4510.540000 sec): 3 clusters
  Score: Raw -1988142.627573 + Penalty 4710.969530 = -1983431.658043
  nChanged 7
		SP:Iteration 27Q (4510.580000 sec): 3 clusters
  Score: Raw -1988148.085652 + Penalty 4710.969530 = -1983437.116122
  nChanged 3
		SP:Iteration 28Q (4510.610000 sec): 3 clusters
  Score: Raw -1988151.242547 + Penalty 4710.969530 = -1983440.273017
  nChanged 6
		SP:Iteration 29Q (4510.650000 sec): 3 clusters
  Score: Raw -1988157.369879 + Penalty 4710.969530 = -1983446.400349
  nChanged 6
		SP:Iteration 30Q (4510.690000 sec): 3 clusters
  Score: Raw -1988163.990345 + Penalty 4710.969530 = -1983453.020815
  nChanged 5
		SP:Iteration 31Q (4510.720000 sec): 3 clusters
  Score: Raw -1988168.379089 + Penalty 4710.969530 = -1983457.409559
  nChanged 5
		SP:Iteration 32Q (4510.760000 sec): 3 clusters
  Score: Raw -1988173.056232 + Penalty 4710.969530 = -1983462.086702
  nChanged 4
		SP:Iteration 33Q (4510.800000 sec): 3 clusters
  Score: Raw -1988175.162936 + Penalty 4710.969530 = -1983464.193406
  nChanged 1
		SP:Iteration 34Q (4510.840000 sec): 3 clusters
  Score: Raw -1988176.215263 + Penalty 4710.969530 = -1983465.245733
  nChanged 1
		SP:Iteration 35Q (4510.870000 sec): 3 clusters
  Score: Raw -1988176.886167 + Penalty 4710.969530 = -1983465.916637
  nChanged 2
		SP:Iteration 36Q (4510.910000 sec): 3 clusters
  Score: Raw -1988178.046397 + Penalty 4710.969530 = -1983467.076867
  nChanged 1
		SP:Iteration 37Q (4510.940000 sec): 3 clusters
  Score: Raw -1988179.057734 + Penalty 4710.969530 = -1983468.088204
  nChanged 0
		SP:Iteration 38F (4510.990000 sec): 3 clusters
  Score: Raw -1988179.057734 + Penalty 4710.969530 = -1983468.088204
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4511.230000 sec): 2 clusters
  Score: Raw -10134667.084527 + Penalty 2764.214698 = -10131902.869828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4511.500000 sec): 3 clusters
  Score: Raw -10090962.569994 + Penalty 5528.429397 = -10085434.140597
  nChanged 32448
		SP:Iteration 1F (4511.760000 sec): 3 clusters
  Score: Raw -10109324.193396 + Penalty 5528.429397 = -10103795.763999
  nChanged 2748
		SP:Iteration 2Q (4512.040000 sec): 3 clusters
  Score: Raw -10110152.741625 + Penalty 5528.429397 = -10104624.312228
  nChanged 2932
		SP:Iteration 3Q (4512.310000 sec): 3 clusters
  Score: Raw -10111181.079857 + Penalty 5528.429397 = -10105652.650460
  nChanged 3431
		SP:Iteration 4Q (4512.590000 sec): 3 clusters
  Score: Raw -10112727.082472 + Penalty 5528.429397 = -10107198.653075
  nChanged 4373
		SP:Iteration 5F (4512.860000 sec): 3 clusters
  Score: Raw -10115300.738314 + Penalty 5528.429397 = -10109772.308917
  nChanged 5267
		SP:Iteration 6F (4513.120000 sec): 3 clusters
  Score: Raw -10119168.545982 + Penalty 5528.429397 = -10113640.116585
  nChanged 5695
		SP:Iteration 7F (4513.390000 sec): 3 clusters
  Score: Raw -10124129.253058 + Penalty 5528.429397 = -10118600.823661
  nChanged 5072
		SP:Iteration 8F (4513.650000 sec): 3 clusters
  Score: Raw -10128909.051656 + Penalty 5528.429397 = -10123380.622259
  nChanged 3448
		SP:Iteration 9Q (4513.920000 sec): 3 clusters
  Score: Raw -10132218.486967 + Penalty 5528.429397 = -10126690.057570
  nChanged 1713
		SP:Iteration 10Q (4514.170000 sec): 3 clusters
  Score: Raw -10133851.052739 + Penalty 5528.429397 = -10128322.623342
  nChanged 674
		SP:Iteration 11Q (4514.400000 sec): 3 clusters
  Score: Raw -10134521.670844 + Penalty 5528.429397 = -10128993.241447
  nChanged 205
		SP:Iteration 12Q (4514.610000 sec): 3 clusters
  Score: Raw -10134760.300084 + Penalty 5528.429397 = -10129231.870687
  nChanged 78
		SP:Iteration 13Q (4514.800000 sec): 3 clusters
  Score: Raw -10134853.927558 + Penalty 5528.429397 = -10129325.498161
  nChanged 34
		SP:Iteration 14Q (4514.990000 sec): 3 clusters
  Score: Raw -10134893.480930 + Penalty 5528.429397 = -10129365.051533
  nChanged 15
		SP:Iteration 15Q (4515.180000 sec): 3 clusters
  Score: Raw -10134917.154391 + Penalty 5528.429397 = -10129388.724994
  nChanged 6
		SP:Iteration 16Q (4515.370000 sec): 3 clusters
  Score: Raw -10134926.019097 + Penalty 5528.429397 = -10129397.589700
  nChanged 3
		SP:Iteration 17Q (4515.560000 sec): 3 clusters
  Score: Raw -10134928.998549 + Penalty 5528.429397 = -10129400.569152
  nChanged 0
		SP:Iteration 18F (4515.820000 sec): 3 clusters
  Score: Raw -10134928.998549 + Penalty 5528.429397 = -10129400.569152
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4515.870000 sec): 2 clusters
  Score: Raw -399260.942950 + Penalty 1970.146098 = -397290.796853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4515.880000 sec): 3 clusters
  Score: Raw -398107.885620 + Penalty 3940.292196 = -394167.593425
  nChanged 958
		SP:Iteration 1F (4515.890000 sec): 3 clusters
  Score: Raw -398689.485599 + Penalty 3940.292196 = -394749.193403
  nChanged 179
		SP:Iteration 2F (4515.900000 sec): 3 clusters
  Score: Raw -398818.322298 + Penalty 3940.292196 = -394878.030102
  nChanged 102
		SP:Iteration 3Q (4515.910000 sec): 3 clusters
  Score: Raw -398885.250442 + Penalty 3940.292196 = -394944.958246
  nChanged 87
		SP:Iteration 4Q (4515.920000 sec): 3 clusters
  Score: Raw -398944.651199 + Penalty 3940.292196 = -395004.359003
  nChanged 76
		SP:Iteration 5Q (4515.930000 sec): 3 clusters
  Score: Raw -399013.203215 + Penalty 3940.292196 = -395072.911019
  nChanged 60
		SP:Iteration 6Q (4515.940000 sec): 3 clusters
  Score: Raw -399061.414474 + Penalty 3940.292196 = -395121.122278
  nChanged 53
		SP:Iteration 7Q (4515.950000 sec): 3 clusters
  Score: Raw -399099.795109 + Penalty 3940.292196 = -395159.502913
  nChanged 50
		SP:Iteration 8Q (4515.960000 sec): 3 clusters
  Score: Raw -399124.841277 + Penalty 3940.292196 = -395184.549082
  nChanged 29
		SP:Iteration 9Q (4515.970000 sec): 3 clusters
  Score: Raw -399142.723661 + Penalty 3940.292196 = -395202.431466
  nChanged 30
		SP:Iteration 10Q (4515.980000 sec): 3 clusters
  Score: Raw -399161.349600 + Penalty 3940.292196 = -395221.057404
  nChanged 25
		SP:Iteration 11Q (4515.990000 sec): 3 clusters
  Score: Raw -399175.442753 + Penalty 3940.292196 = -395235.150558
  nChanged 22
		SP:Iteration 12Q (4516.000000 sec): 3 clusters
  Score: Raw -399185.146677 + Penalty 3940.292196 = -395244.854482
  nChanged 11
		SP:Iteration 13Q (4516.010000 sec): 3 clusters
  Score: Raw -399189.299163 + Penalty 3940.292196 = -395249.006967
  nChanged 8
		SP:Iteration 14Q (4516.020000 sec): 3 clusters
  Score: Raw -399191.958685 + Penalty 3940.292196 = -395251.666490
  nChanged 3
		SP:Iteration 15Q (4516.030000 sec): 3 clusters
  Score: Raw -399193.267527 + Penalty 3940.292196 = -395252.975331
  nChanged 3
		SP:Iteration 16Q (4516.040000 sec): 3 clusters
  Score: Raw -399194.233029 + Penalty 3940.292196 = -395253.940834
  nChanged 2
		SP:Iteration 17Q (4516.050000 sec): 3 clusters
  Score: Raw -399194.965772 + Penalty 3940.292196 = -395254.673577
  nChanged 3
		SP:Iteration 18Q (4516.060000 sec): 3 clusters
  Score: Raw -399195.429793 + Penalty 3940.292196 = -395255.137598
  nChanged 2
		SP:Iteration 19Q (4516.070000 sec): 3 clusters
  Score: Raw -399196.487189 + Penalty 3940.292196 = -395256.194994
  nChanged 5
		SP:Iteration 20F (4516.080000 sec): 3 clusters
  Score: Raw -399198.785175 + Penalty 3940.292196 = -395258.492979
  nChanged 4
		SP:Iteration 21Q (4516.090000 sec): 3 clusters
  Score: Raw -399200.224530 + Penalty 3940.292196 = -395259.932334
  nChanged 2
		SP:Iteration 22Q (4516.100000 sec): 3 clusters
  Score: Raw -399200.857592 + Penalty 3940.292196 = -395260.565396
  nChanged 1
		SP:Iteration 23Q (4516.120000 sec): 3 clusters
  Score: Raw -399201.181856 + Penalty 3940.292196 = -395260.889661
  nChanged 0
		SP:Iteration 24F (4516.120000 sec): 3 clusters
  Score: Raw -399201.181856 + Penalty 3940.292196 = -395260.889661
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4516.130000 sec): 2 clusters
  Score: Raw -169290.392425 + Penalty 1747.352591 = -167543.039834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4516.140000 sec): 3 clusters
  Score: Raw -168962.277559 + Penalty 3494.705182 = -165467.572377
  nChanged 333
		SP:Iteration 1F (4516.140000 sec): 3 clusters
  Score: Raw -169274.511416 + Penalty 3494.705182 = -165779.806234
  nChanged 68
		SP:Iteration 2F (4516.140000 sec): 3 clusters
  Score: Raw -169350.402985 + Penalty 3494.705182 = -165855.697802
  nChanged 35
		SP:Iteration 3Q (4516.150000 sec): 3 clusters
  Score: Raw -169401.691568 + Penalty 3494.705182 = -165906.986386
  nChanged 27
		SP:Iteration 4Q (4516.150000 sec): 3 clusters
  Score: Raw -169434.697753 + Penalty 3494.705182 = -165939.992571
  nChanged 15
		SP:Iteration 5Q (4516.160000 sec): 3 clusters
  Score: Raw -169453.257785 + Penalty 3494.705182 = -165958.552603
  nChanged 12
		SP:Iteration 6Q (4516.160000 sec): 3 clusters
  Score: Raw -169466.116174 + Penalty 3494.705182 = -165971.410992
  nChanged 11
		SP:Iteration 7Q (4516.160000 sec): 3 clusters
  Score: Raw -169477.278148 + Penalty 3494.705182 = -165982.572966
  nChanged 6
		SP:Iteration 8Q (4516.170000 sec): 3 clusters
  Score: Raw -169483.301837 + Penalty 3494.705182 = -165988.596655
  nChanged 3
		SP:Iteration 9Q (4516.170000 sec): 3 clusters
  Score: Raw -169485.437468 + Penalty 3494.705182 = -165990.732286
  nChanged 1
		SP:Iteration 10Q (4516.180000 sec): 3 clusters
  Score: Raw -169485.861716 + Penalty 3494.705182 = -165991.156534
  nChanged 1
		SP:Iteration 11Q (4516.180000 sec): 3 clusters
  Score: Raw -169486.347307 + Penalty 3494.705182 = -165991.642125
  nChanged 1
		SP:Iteration 12Q (4516.180000 sec): 3 clusters
  Score: Raw -169487.592295 + Penalty 3494.705182 = -165992.887113
  nChanged 1
		SP:Iteration 13Q (4516.190000 sec): 3 clusters
  Score: Raw -169488.324907 + Penalty 3494.705182 = -165993.619724
  nChanged 1
		SP:Iteration 14Q (4516.190000 sec): 3 clusters
  Score: Raw -169488.752879 + Penalty 3494.705182 = -165994.047697
  nChanged 0
		SP:Iteration 15F (4516.200000 sec): 3 clusters
  Score: Raw -169488.752879 + Penalty 3494.705182 = -165994.047697
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4516.200000 sec): 2 clusters
  Score: Raw -262709.167841 + Penalty 1870.205809 = -260838.962032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4516.210000 sec): 3 clusters
  Score: Raw -262251.210727 + Penalty 3740.411618 = -258510.799110
  nChanged 619
		SP:Iteration 1F (4516.220000 sec): 3 clusters
  Score: Raw -263162.517191 + Penalty 3740.411618 = -259422.105574
  nChanged 259
		SP:Iteration 2F (4516.220000 sec): 3 clusters
  Score: Raw -263721.415909 + Penalty 3740.411618 = -259981.004291
  nChanged 189
		SP:Iteration 3F (4516.230000 sec): 3 clusters
  Score: Raw -264042.867809 + Penalty 3740.411618 = -260302.456191
  nChanged 108
		SP:Iteration 4F (4516.240000 sec): 3 clusters
  Score: Raw -264228.807197 + Penalty 3740.411618 = -260488.395579
  nChanged 64
		SP:Iteration 5Q (4516.240000 sec): 3 clusters
  Score: Raw -264332.331203 + Penalty 3740.411618 = -260591.919585
  nChanged 38
		SP:Iteration 6Q (4516.250000 sec): 3 clusters
  Score: Raw -264392.618658 + Penalty 3740.411618 = -260652.207041
  nChanged 13
		SP:Iteration 7Q (4516.260000 sec): 3 clusters
  Score: Raw -264412.583402 + Penalty 3740.411618 = -260672.171784
  nChanged 14
		SP:Iteration 8Q (4516.260000 sec): 3 clusters
  Score: Raw -264436.119709 + Penalty 3740.411618 = -260695.708091
  nChanged 7
		SP:Iteration 9Q (4516.270000 sec): 3 clusters
  Score: Raw -264444.302805 + Penalty 3740.411618 = -260703.891187
  nChanged 6
		SP:Iteration 10Q (4516.270000 sec): 3 clusters
  Score: Raw -264448.373853 + Penalty 3740.411618 = -260707.962235
  nChanged 4
		SP:Iteration 11Q (4516.280000 sec): 3 clusters
  Score: Raw -264452.767153 + Penalty 3740.411618 = -260712.355535
  nChanged 2
		SP:Iteration 12Q (4516.280000 sec): 3 clusters
  Score: Raw -264454.422847 + Penalty 3740.411618 = -260714.011229
  nChanged 1
		SP:Iteration 13Q (4516.290000 sec): 3 clusters
  Score: Raw -264456.485695 + Penalty 3740.411618 = -260716.074077
  nChanged 4
		SP:Iteration 14Q (4516.300000 sec): 3 clusters
  Score: Raw -264462.668898 + Penalty 3740.411618 = -260722.257280
  nChanged 4
		SP:Iteration 15Q (4516.300000 sec): 3 clusters
  Score: Raw -264466.852509 + Penalty 3740.411618 = -260726.440891
  nChanged 0
		SP:Iteration 16F (4516.310000 sec): 3 clusters
  Score: Raw -264466.852509 + Penalty 3740.411618 = -260726.440891
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (14119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4516.360000 sec): 2 clusters
  Score: Raw -2152044.699551 + Penalty 2369.708618 = -2149674.990933
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4516.410000 sec): 3 clusters
  Score: Raw -2144059.649413 + Penalty 4739.417237 = -2139320.232176
  nChanged 6052
		SP:Iteration 1F (4516.460000 sec): 3 clusters
  Score: Raw -2147143.773670 + Penalty 4739.417237 = -2142404.356434
  nChanged 738
		SP:Iteration 2F (4516.520000 sec): 3 clusters
  Score: Raw -2147421.041297 + Penalty 4739.417237 = -2142681.624060
  nChanged 632
		SP:Iteration 3Q (4516.570000 sec): 3 clusters
  Score: Raw -2147640.141404 + Penalty 4739.417237 = -2142900.724167
  nChanged 553
		SP:Iteration 4Q (4516.620000 sec): 3 clusters
  Score: Raw -2147819.651867 + Penalty 4739.417237 = -2143080.234630
  nChanged 501
		SP:Iteration 5Q (4516.670000 sec): 3 clusters
  Score: Raw -2147985.674952 + Penalty 4739.417237 = -2143246.257716
  nChanged 454
		SP:Iteration 6Q (4516.720000 sec): 3 clusters
  Score: Raw -2148142.345449 + Penalty 4739.417237 = -2143402.928213
  nChanged 432
		SP:Iteration 7Q (4516.780000 sec): 3 clusters
  Score: Raw -2148295.321772 + Penalty 4739.417237 = -2143555.904535
  nChanged 434
		SP:Iteration 8Q (4516.830000 sec): 3 clusters
  Score: Raw -2148455.341447 + Penalty 4739.417237 = -2143715.924210
  nChanged 427
		SP:Iteration 9Q (4516.880000 sec): 3 clusters
  Score: Raw -2148638.284381 + Penalty 4739.417237 = -2143898.867144
  nChanged 513
		SP:Iteration 10Q (4516.930000 sec): 3 clusters
  Score: Raw -2148883.179293 + Penalty 4739.417237 = -2144143.762056
  nChanged 597
		SP:Iteration 11Q (4516.980000 sec): 3 clusters
  Score: Raw -2149221.391557 + Penalty 4739.417237 = -2144481.974320
  nChanged 661
		SP:Iteration 12Q (4517.040000 sec): 3 clusters
  Score: Raw -2149662.786635 + Penalty 4739.417237 = -2144923.369398
  nChanged 731
		SP:Iteration 13F (4517.090000 sec): 3 clusters
  Score: Raw -2150237.570133 + Penalty 4739.417237 = -2145498.152896
  nChanged 715
		SP:Iteration 14F (4517.140000 sec): 3 clusters
  Score: Raw -2150856.239905 + Penalty 4739.417237 = -2146116.822669
  nChanged 601
		SP:Iteration 15Q (4517.190000 sec): 3 clusters
  Score: Raw -2151393.609716 + Penalty 4739.417237 = -2146654.192479
  nChanged 469
		SP:Iteration 16Q (4517.240000 sec): 3 clusters
  Score: Raw -2151801.922994 + Penalty 4739.417237 = -2147062.505757
  nChanged 326
		SP:Iteration 17Q (4517.290000 sec): 3 clusters
  Score: Raw -2152053.100525 + Penalty 4739.417237 = -2147313.683288
  nChanged 209
		SP:Iteration 18Q (4517.330000 sec): 3 clusters
  Score: Raw -2152220.186716 + Penalty 4739.417237 = -2147480.769480
  nChanged 131
		SP:Iteration 19Q (4517.380000 sec): 3 clusters
  Score: Raw -2152311.061250 + Penalty 4739.417237 = -2147571.644014
  nChanged 81
		SP:Iteration 20F (4517.430000 sec): 3 clusters
  Score: Raw -2152373.856914 + Penalty 4739.417237 = -2147634.439677
  nChanged 54
		SP:Iteration 21Q (4517.470000 sec): 3 clusters
  Score: Raw -2152412.172615 + Penalty 4739.417237 = -2147672.755378
  nChanged 29
		SP:Iteration 22Q (4517.520000 sec): 3 clusters
  Score: Raw -2152432.124557 + Penalty 4739.417237 = -2147692.707320
  nChanged 30
		SP:Iteration 23Q (4517.560000 sec): 3 clusters
  Score: Raw -2152452.672722 + Penalty 4739.417237 = -2147713.255485
  nChanged 18
		SP:Iteration 24Q (4517.600000 sec): 3 clusters
  Score: Raw -2152466.179837 + Penalty 4739.417237 = -2147726.762600
  nChanged 15
		SP:Iteration 25Q (4517.640000 sec): 3 clusters
  Score: Raw -2152476.132340 + Penalty 4739.417237 = -2147736.715104
  nChanged 16
		SP:Iteration 26Q (4517.680000 sec): 3 clusters
  Score: Raw -2152488.903870 + Penalty 4739.417237 = -2147749.486633
  nChanged 13
		SP:Iteration 27Q (4517.720000 sec): 3 clusters
  Score: Raw -2152496.475543 + Penalty 4739.417237 = -2147757.058306
  nChanged 12
		SP:Iteration 28Q (4517.760000 sec): 3 clusters
  Score: Raw -2152503.325612 + Penalty 4739.417237 = -2147763.908375
  nChanged 6
		SP:Iteration 29Q (4517.800000 sec): 3 clusters
  Score: Raw -2152506.906843 + Penalty 4739.417237 = -2147767.489607
  nChanged 6
		SP:Iteration 30Q (4517.840000 sec): 3 clusters
  Score: Raw -2152511.633418 + Penalty 4739.417237 = -2147772.216182
  nChanged 3
		SP:Iteration 31Q (4517.880000 sec): 3 clusters
  Score: Raw -2152513.525135 + Penalty 4739.417237 = -2147774.107899
  nChanged 1
		SP:Iteration 32Q (4517.920000 sec): 3 clusters
  Score: Raw -2152513.799544 + Penalty 4739.417237 = -2147774.382307
  nChanged 0
		SP:Iteration 33F (4517.970000 sec): 3 clusters
  Score: Raw -2152513.799544 + Penalty 4739.417237 = -2147774.382307
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4518.020000 sec): 2 clusters
  Score: Raw -1978234.382382 + Penalty 2368.670113 = -1975865.712269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4518.070000 sec): 3 clusters
  Score: Raw -1970379.798640 + Penalty 4737.340226 = -1965642.458414
  nChanged 6006
		SP:Iteration 1F (4518.120000 sec): 3 clusters
  Score: Raw -1973560.098660 + Penalty 4737.340226 = -1968822.758434
  nChanged 900
		SP:Iteration 2F (4518.180000 sec): 3 clusters
  Score: Raw -1973992.043187 + Penalty 4737.340226 = -1969254.702961
  nChanged 746
		SP:Iteration 3F (4518.230000 sec): 3 clusters
  Score: Raw -1974306.082431 + Penalty 4737.340226 = -1969568.742205
  nChanged 656
		SP:Iteration 4Q (4518.280000 sec): 3 clusters
  Score: Raw -1974615.696689 + Penalty 4737.340226 = -1969878.356463
  nChanged 670
		SP:Iteration 5Q (4518.330000 sec): 3 clusters
  Score: Raw -1974990.974845 + Penalty 4737.340226 = -1970253.634619
  nChanged 701
		SP:Iteration 6Q (4518.380000 sec): 3 clusters
  Score: Raw -1975429.593822 + Penalty 4737.340226 = -1970692.253596
  nChanged 735
		SP:Iteration 7F (4518.440000 sec): 3 clusters
  Score: Raw -1975933.439908 + Penalty 4737.340226 = -1971196.099682
  nChanged 722
		SP:Iteration 8F (4518.490000 sec): 3 clusters
  Score: Raw -1976434.143002 + Penalty 4737.340226 = -1971696.802776
  nChanged 643
		SP:Iteration 9Q (4518.540000 sec): 3 clusters
  Score: Raw -1976869.219056 + Penalty 4737.340226 = -1972131.878830
  nChanged 552
		SP:Iteration 10Q (4518.590000 sec): 3 clusters
  Score: Raw -1977236.061655 + Penalty 4737.340226 = -1972498.721429
  nChanged 468
		SP:Iteration 11Q (4518.650000 sec): 3 clusters
  Score: Raw -1977516.195754 + Penalty 4737.340226 = -1972778.855528
  nChanged 390
		SP:Iteration 12Q (4518.690000 sec): 3 clusters
  Score: Raw -1977795.185855 + Penalty 4737.340226 = -1973057.845629
  nChanged 346
		SP:Iteration 13Q (4518.750000 sec): 3 clusters
  Score: Raw -1978027.938274 + Penalty 4737.340226 = -1973290.598048
  nChanged 286
		SP:Iteration 14Q (4518.790000 sec): 3 clusters
  Score: Raw -1978205.728762 + Penalty 4737.340226 = -1973468.388536
  nChanged 224
		SP:Iteration 15Q (4518.840000 sec): 3 clusters
  Score: Raw -1978318.525213 + Penalty 4737.340226 = -1973581.184987
  nChanged 147
		SP:Iteration 16Q (4518.890000 sec): 3 clusters
  Score: Raw -1978389.942041 + Penalty 4737.340226 = -1973652.601815
  nChanged 135
		SP:Iteration 17Q (4518.930000 sec): 3 clusters
  Score: Raw -1978449.611849 + Penalty 4737.340226 = -1973712.271623
  nChanged 127
		SP:Iteration 18Q (4518.980000 sec): 3 clusters
  Score: Raw -1978501.824597 + Penalty 4737.340226 = -1973764.484371
  nChanged 87
		SP:Iteration 19Q (4519.030000 sec): 3 clusters
  Score: Raw -1978533.687437 + Penalty 4737.340226 = -1973796.347211
  nChanged 69
		SP:Iteration 20F (4519.080000 sec): 3 clusters
  Score: Raw -1978555.275417 + Penalty 4737.340226 = -1973817.935191
  nChanged 57
		SP:Iteration 21Q (4519.130000 sec): 3 clusters
  Score: Raw -1978574.048599 + Penalty 4737.340226 = -1973836.708372
  nChanged 60
		SP:Iteration 22Q (4519.170000 sec): 3 clusters
  Score: Raw -1978595.229343 + Penalty 4737.340226 = -1973857.889117
  nChanged 57
		SP:Iteration 23Q (4519.210000 sec): 3 clusters
  Score: Raw -1978612.942372 + Penalty 4737.340226 = -1973875.602146
  nChanged 47
		SP:Iteration 24Q (4519.260000 sec): 3 clusters
  Score: Raw -1978623.774842 + Penalty 4737.340226 = -1973886.434616
  nChanged 29
		SP:Iteration 25Q (4519.310000 sec): 3 clusters
  Score: Raw -1978629.758920 + Penalty 4737.340226 = -1973892.418694
  nChanged 24
		SP:Iteration 26Q (4519.350000 sec): 3 clusters
  Score: Raw -1978633.616064 + Penalty 4737.340226 = -1973896.275838
  nChanged 11
		SP:Iteration 27Q (4519.400000 sec): 3 clusters
  Score: Raw -1978635.193531 + Penalty 4737.340226 = -1973897.853305
  nChanged 8
		SP:Iteration 28Q (4519.440000 sec): 3 clusters
  Score: Raw -1978636.541156 + Penalty 4737.340226 = -1973899.200930
  nChanged 8
		SP:Iteration 29Q (4519.490000 sec): 3 clusters
  Score: Raw -1978638.090653 + Penalty 4737.340226 = -1973900.750427
  nChanged 7
		SP:Iteration 30Q (4519.530000 sec): 3 clusters
  Score: Raw -1978639.141174 + Penalty 4737.340226 = -1973901.800948
  nChanged 7
		SP:Iteration 31Q (4519.570000 sec): 3 clusters
  Score: Raw -1978640.253763 + Penalty 4737.340226 = -1973902.913537
  nChanged 4
		SP:Iteration 32Q (4519.620000 sec): 3 clusters
  Score: Raw -1978640.844539 + Penalty 4737.340226 = -1973903.504313
  nChanged 7
		SP:Iteration 33Q (4519.670000 sec): 3 clusters
  Score: Raw -1978642.003350 + Penalty 4737.340226 = -1973904.663124
  nChanged 7
		SP:Iteration 34Q (4519.710000 sec): 3 clusters
  Score: Raw -1978642.761617 + Penalty 4737.340226 = -1973905.421391
  nChanged 4
		SP:Iteration 35Q (4519.750000 sec): 3 clusters
  Score: Raw -1978643.624584 + Penalty 4737.340226 = -1973906.284358
  nChanged 4
		SP:Iteration 36Q (4519.800000 sec): 3 clusters
  Score: Raw -1978644.136253 + Penalty 4737.340226 = -1973906.796027
  nChanged 1
		SP:Iteration 37Q (4519.840000 sec): 3 clusters
  Score: Raw -1978644.331200 + Penalty 4737.340226 = -1973906.990974
  nChanged 1
		SP:Iteration 38Q (4519.890000 sec): 3 clusters
  Score: Raw -1978644.582635 + Penalty 4737.340226 = -1973907.242409
  nChanged 1
		SP:Iteration 39Q (4519.930000 sec): 3 clusters
  Score: Raw -1978644.732239 + Penalty 4737.340226 = -1973907.392013
  nChanged 2
		SP:Iteration 40F (4519.980000 sec): 3 clusters
  Score: Raw -1978644.980450 + Penalty 4737.340226 = -1973907.640224
  nChanged 1
		SP:Iteration 41Q (4520.030000 sec): 3 clusters
  Score: Raw -1978645.108797 + Penalty 4737.340226 = -1973907.768571
  nChanged 1
		SP:Iteration 42Q (4520.070000 sec): 3 clusters
  Score: Raw -1978645.306317 + Penalty 4737.340226 = -1973907.966091
  nChanged 1
		SP:Iteration 43Q (4520.110000 sec): 3 clusters
  Score: Raw -1978645.673516 + Penalty 4737.340226 = -1973908.333290
  nChanged 1
		SP:Iteration 44Q (4520.160000 sec): 3 clusters
  Score: Raw -1978645.956102 + Penalty 4737.340226 = -1973908.615876
  nChanged 1
		SP:Iteration 45Q (4520.200000 sec): 3 clusters
  Score: Raw -1978646.033137 + Penalty 4737.340226 = -1973908.692911
  nChanged 0
		SP:Iteration 46F (4520.250000 sec): 3 clusters
  Score: Raw -1978646.033137 + Penalty 4737.340226 = -1973908.692911
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4520.270000 sec): 2 clusters
  Score: Raw -102555.736499 + Penalty 1634.735086 = -100921.001414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4520.270000 sec): 3 clusters
  Score: Raw -102510.690480 + Penalty 3269.470171 = -99241.220309
  nChanged 182
		SP:Iteration 1F (4520.270000 sec): 3 clusters
  Score: Raw -102745.549109 + Penalty 3269.470171 = -99476.078938
  nChanged 37
		SP:Iteration 2F (4520.270000 sec): 3 clusters
  Score: Raw -102804.596006 + Penalty 3269.470171 = -99535.125835
  nChanged 27
		SP:Iteration 3Q (4520.270000 sec): 3 clusters
  Score: Raw -102873.991840 + Penalty 3269.470171 = -99604.521669
  nChanged 33
		SP:Iteration 4Q (4520.280000 sec): 3 clusters
  Score: Raw -102969.110065 + Penalty 3269.470171 = -99699.639894
  nChanged 34
		SP:Iteration 5Q (4520.280000 sec): 3 clusters
  Score: Raw -103135.737570 + Penalty 3269.470171 = -99866.267399
  nChanged 51
		SP:Iteration 6F (4520.280000 sec): 3 clusters
  Score: Raw -103465.390449 + Penalty 3269.470171 = -100195.920278
  nChanged 75
		SP:Iteration 7F (4520.290000 sec): 3 clusters
  Score: Raw -103810.503349 + Penalty 3269.470171 = -100541.033178
  nChanged 55
		SP:Iteration 8F (4520.290000 sec): 3 clusters
  Score: Raw -104108.283932 + Penalty 3269.470171 = -100838.813761
  nChanged 30
		SP:Iteration 9Q (4520.290000 sec): 3 clusters
  Score: Raw -104329.905004 + Penalty 3269.470171 = -101060.434833
  nChanged 24
		SP:Iteration 10Q (4520.290000 sec): 3 clusters
  Score: Raw -104524.565695 + Penalty 3269.470171 = -101255.095524
  nChanged 18
		SP:Iteration 11Q (4520.290000 sec): 3 clusters
  Score: Raw -104645.132712 + Penalty 3269.470171 = -101375.662541
  nChanged 16
		SP:Iteration 12Q (4520.300000 sec): 3 clusters
  Score: Raw -104753.504933 + Penalty 3269.470171 = -101484.034762
  nChanged 15
		SP:Iteration 13Q (4520.300000 sec): 3 clusters
  Score: Raw -104815.737452 + Penalty 3269.470171 = -101546.267281
  nChanged 6
		SP:Iteration 14Q (4520.300000 sec): 3 clusters
  Score: Raw -104840.311483 + Penalty 3269.470171 = -101570.841312
  nChanged 6
		SP:Iteration 15Q (4520.300000 sec): 3 clusters
  Score: Raw -104857.591020 + Penalty 3269.470171 = -101588.120849
  nChanged 9
		SP:Iteration 16Q (4520.310000 sec): 3 clusters
  Score: Raw -104890.370829 + Penalty 3269.470171 = -101620.900658
  nChanged 12
		SP:Iteration 17Q (4520.310000 sec): 3 clusters
  Score: Raw -104958.076054 + Penalty 3269.470171 = -101688.605883
  nChanged 13
		SP:Iteration 18Q (4520.310000 sec): 3 clusters
  Score: Raw -105080.117402 + Penalty 3269.470171 = -101810.647231
  nChanged 8
		SP:Iteration 19Q (4520.310000 sec): 3 clusters
  Score: Raw -105155.659056 + Penalty 3269.470171 = -101886.188885
  nChanged 1
		SP:Iteration 20F (4520.310000 sec): 3 clusters
  Score: Raw -105158.232775 + Penalty 3269.470171 = -101888.762604
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 29.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4520.330000 sec): 2 clusters
  Score: Raw -307094.127338 + Penalty 1905.712369 = -305188.414969
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4520.330000 sec): 3 clusters
  Score: Raw -306263.501709 + Penalty 3811.424738 = -302452.076971
  nChanged 731
		SP:Iteration 1F (4520.340000 sec): 3 clusters
  Score: Raw -306707.235967 + Penalty 3811.424738 = -302895.811229
  nChanged 136
		SP:Iteration 2F (4520.350000 sec): 3 clusters
  Score: Raw -306813.253939 + Penalty 3811.424738 = -303001.829201
  nChanged 80
		SP:Iteration 3Q (4520.360000 sec): 3 clusters
  Score: Raw -306867.635852 + Penalty 3811.424738 = -303056.211114
  nChanged 52
		SP:Iteration 4Q (4520.360000 sec): 3 clusters
  Score: Raw -306904.933537 + Penalty 3811.424738 = -303093.508800
  nChanged 43
		SP:Iteration 5Q (4520.370000 sec): 3 clusters
  Score: Raw -306928.989576 + Penalty 3811.424738 = -303117.564839
  nChanged 30
		SP:Iteration 6Q (4520.380000 sec): 3 clusters
  Score: Raw -306948.888980 + Penalty 3811.424738 = -303137.464243
  nChanged 27
		SP:Iteration 7Q (4520.390000 sec): 3 clusters
  Score: Raw -306965.911497 + Penalty 3811.424738 = -303154.486759
  nChanged 15
		SP:Iteration 8Q (4520.390000 sec): 3 clusters
  Score: Raw -306976.071022 + Penalty 3811.424738 = -303164.646285
  nChanged 18
		SP:Iteration 9Q (4520.400000 sec): 3 clusters
  Score: Raw -306985.322028 + Penalty 3811.424738 = -303173.897291
  nChanged 16
		SP:Iteration 10Q (4520.410000 sec): 3 clusters
  Score: Raw -306990.481500 + Penalty 3811.424738 = -303179.056763
  nChanged 3
		SP:Iteration 11Q (4520.420000 sec): 3 clusters
  Score: Raw -306993.650433 + Penalty 3811.424738 = -303182.225695
  nChanged 10
		SP:Iteration 12Q (4520.430000 sec): 3 clusters
  Score: Raw -307001.203310 + Penalty 3811.424738 = -303189.778572
  nChanged 11
		SP:Iteration 13Q (4520.430000 sec): 3 clusters
  Score: Raw -307007.858800 + Penalty 3811.424738 = -303196.434062
  nChanged 4
		SP:Iteration 14Q (4520.440000 sec): 3 clusters
  Score: Raw -307010.935434 + Penalty 3811.424738 = -303199.510697
  nChanged 5
		SP:Iteration 15Q (4520.450000 sec): 3 clusters
  Score: Raw -307014.573079 + Penalty 3811.424738 = -303203.148342
  nChanged 7
		SP:Iteration 16Q (4520.460000 sec): 3 clusters
  Score: Raw -307019.013318 + Penalty 3811.424738 = -303207.588580
  nChanged 10
		SP:Iteration 17Q (4520.470000 sec): 3 clusters
  Score: Raw -307023.003701 + Penalty 3811.424738 = -303211.578963
  nChanged 10
		SP:Iteration 18Q (4520.470000 sec): 3 clusters
  Score: Raw -307027.059619 + Penalty 3811.424738 = -303215.634881
  nChanged 6
		SP:Iteration 19Q (4520.480000 sec): 3 clusters
  Score: Raw -307029.322475 + Penalty 3811.424738 = -303217.897737
  nChanged 2
		SP:Iteration 20F (4520.490000 sec): 3 clusters
  Score: Raw -307030.057315 + Penalty 3811.424738 = -303218.632577
  nChanged 4
		SP:Iteration 21Q (4520.500000 sec): 3 clusters
  Score: Raw -307031.422658 + Penalty 3811.424738 = -303219.997921
  nChanged 5
		SP:Iteration 22Q (4520.510000 sec): 3 clusters
  Score: Raw -307033.776568 + Penalty 3811.424738 = -303222.351830
  nChanged 5
		SP:Iteration 23Q (4520.510000 sec): 3 clusters
  Score: Raw -307036.568673 + Penalty 3811.424738 = -303225.143936
  nChanged 3
		SP:Iteration 24Q (4520.520000 sec): 3 clusters
  Score: Raw -307039.292130 + Penalty 3811.424738 = -303227.867392
  nChanged 2
		SP:Iteration 25Q (4520.530000 sec): 3 clusters
  Score: Raw -307040.704890 + Penalty 3811.424738 = -303229.280153
  nChanged 4
		SP:Iteration 26Q (4520.540000 sec): 3 clusters
  Score: Raw -307042.399836 + Penalty 3811.424738 = -303230.975098
  nChanged 2
		SP:Iteration 27Q (4520.550000 sec): 3 clusters
  Score: Raw -307043.693658 + Penalty 3811.424738 = -303232.268920
  nChanged 3
		SP:Iteration 28Q (4520.550000 sec): 3 clusters
  Score: Raw -307044.922171 + Penalty 3811.424738 = -303233.497434
  nChanged 4
		SP:Iteration 29Q (4520.560000 sec): 3 clusters
  Score: Raw -307046.027931 + Penalty 3811.424738 = -303234.603193
  nChanged 0
		SP:Iteration 30F (4520.570000 sec): 3 clusters
  Score: Raw -307046.027931 + Penalty 3811.424738 = -303234.603193
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (32461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4520.690000 sec): 2 clusters
  Score: Raw -4740977.582619 + Penalty 2576.173073 = -4738401.409546
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4520.810000 sec): 3 clusters
  Score: Raw -4721329.513175 + Penalty 5152.346145 = -4716177.167029
  nChanged 14696
		SP:Iteration 1F (4520.930000 sec): 3 clusters
  Score: Raw -4729618.396896 + Penalty 5152.346145 = -4724466.050751
  nChanged 1708
		SP:Iteration 2F (4521.060000 sec): 3 clusters
  Score: Raw -4730384.058583 + Penalty 5152.346145 = -4725231.712437
  nChanged 1808
		SP:Iteration 3F (4521.180000 sec): 3 clusters
  Score: Raw -4731331.665986 + Penalty 5152.346145 = -4726179.319841
  nChanged 1992
		SP:Iteration 4F (4521.310000 sec): 3 clusters
  Score: Raw -4732592.783602 + Penalty 5152.346145 = -4727440.437456
  nChanged 2242
		SP:Iteration 5F (4521.430000 sec): 3 clusters
  Score: Raw -4734145.219330 + Penalty 5152.346145 = -4728992.873185
  nChanged 2228
		SP:Iteration 6F (4521.550000 sec): 3 clusters
  Score: Raw -4735655.667974 + Penalty 5152.346145 = -4730503.321829
  nChanged 1965
		SP:Iteration 7F (4521.670000 sec): 3 clusters
  Score: Raw -4736946.614607 + Penalty 5152.346145 = -4731794.268461
  nChanged 1519
		SP:Iteration 8Q (4521.800000 sec): 3 clusters
  Score: Raw -4737913.092760 + Penalty 5152.346145 = -4732760.746615
  nChanged 1192
		SP:Iteration 9Q (4521.930000 sec): 3 clusters
  Score: Raw -4738652.524938 + Penalty 5152.346145 = -4733500.178792
  nChanged 918
		SP:Iteration 10Q (4522.050000 sec): 3 clusters
  Score: Raw -4739353.822562 + Penalty 5152.346145 = -4734201.476417
  nChanged 849
		SP:Iteration 11Q (4522.170000 sec): 3 clusters
  Score: Raw -4740283.209832 + Penalty 5152.346145 = -4735130.863687
  nChanged 648
		SP:Iteration 12Q (4522.290000 sec): 3 clusters
  Score: Raw -4741254.563626 + Penalty 5152.346145 = -4736102.217481
  nChanged 363
		SP:Iteration 13Q (4522.400000 sec): 3 clusters
  Score: Raw -4741640.356458 + Penalty 5152.346145 = -4736488.010313
  nChanged 237
		SP:Iteration 14Q (4522.510000 sec): 3 clusters
  Score: Raw -4741768.957837 + Penalty 5152.346145 = -4736616.611692
  nChanged 178
		SP:Iteration 15Q (4522.610000 sec): 3 clusters
  Score: Raw -4741835.270224 + Penalty 5152.346145 = -4736682.924079
  nChanged 138
		SP:Iteration 16Q (4522.710000 sec): 3 clusters
  Score: Raw -4741878.899939 + Penalty 5152.346145 = -4736726.553794
  nChanged 110
		SP:Iteration 17Q (4522.810000 sec): 3 clusters
  Score: Raw -4741908.887919 + Penalty 5152.346145 = -4736756.541774
  nChanged 85
		SP:Iteration 18Q (4522.910000 sec): 3 clusters
  Score: Raw -4741931.503044 + Penalty 5152.346145 = -4736779.156899
  nChanged 60
		SP:Iteration 19Q (4523.010000 sec): 3 clusters
  Score: Raw -4741944.671273 + Penalty 5152.346145 = -4736792.325128
  nChanged 44
		SP:Iteration 20F (4523.130000 sec): 3 clusters
  Score: Raw -4741953.920270 + Penalty 5152.346145 = -4736801.574125
  nChanged 41
		SP:Iteration 21Q (4523.220000 sec): 3 clusters
  Score: Raw -4741961.620917 + Penalty 5152.346145 = -4736809.274771
  nChanged 26
		SP:Iteration 22Q (4523.320000 sec): 3 clusters
  Score: Raw -4741965.673593 + Penalty 5152.346145 = -4736813.327447
  nChanged 23
		SP:Iteration 23Q (4523.410000 sec): 3 clusters
  Score: Raw -4741969.773572 + Penalty 5152.346145 = -4736817.427426
  nChanged 18
		SP:Iteration 24Q (4523.510000 sec): 3 clusters
  Score: Raw -4741972.468437 + Penalty 5152.346145 = -4736820.122291
  nChanged 19
		SP:Iteration 25Q (4523.610000 sec): 3 clusters
  Score: Raw -4741976.953456 + Penalty 5152.346145 = -4736824.607311
  nChanged 25
		SP:Iteration 26Q (4523.700000 sec): 3 clusters
  Score: Raw -4741980.428510 + Penalty 5152.346145 = -4736828.082364
  nChanged 13
		SP:Iteration 27Q (4523.800000 sec): 3 clusters
  Score: Raw -4741982.232275 + Penalty 5152.346145 = -4736829.886130
  nChanged 9
		SP:Iteration 28Q (4523.890000 sec): 3 clusters
  Score: Raw -4741983.305336 + Penalty 5152.346145 = -4736830.959191
  nChanged 8
		SP:Iteration 29Q (4523.990000 sec): 3 clusters
  Score: Raw -4741984.355176 + Penalty 5152.346145 = -4736832.009031
  nChanged 10
		SP:Iteration 30Q (4524.080000 sec): 3 clusters
  Score: Raw -4741985.685174 + Penalty 5152.346145 = -4736833.339029
  nChanged 8
		SP:Iteration 31Q (4524.170000 sec): 3 clusters
  Score: Raw -4741986.598901 + Penalty 5152.346145 = -4736834.252756
  nChanged 6
		SP:Iteration 32Q (4524.270000 sec): 3 clusters
  Score: Raw -4741987.217297 + Penalty 5152.346145 = -4736834.871152
  nChanged 7
		SP:Iteration 33Q (4524.370000 sec): 3 clusters
  Score: Raw -4741988.023827 + Penalty 5152.346145 = -4736835.677681
  nChanged 8
		SP:Iteration 34Q (4524.470000 sec): 3 clusters
  Score: Raw -4741989.423066 + Penalty 5152.346145 = -4736837.076920
  nChanged 8
		SP:Iteration 35Q (4524.560000 sec): 3 clusters
  Score: Raw -4741990.693290 + Penalty 5152.346145 = -4736838.347144
  nChanged 8
		SP:Iteration 36Q (4524.650000 sec): 3 clusters
  Score: Raw -4741992.054945 + Penalty 5152.346145 = -4736839.708800
  nChanged 8
		SP:Iteration 37Q (4524.750000 sec): 3 clusters
  Score: Raw -4741993.092523 + Penalty 5152.346145 = -4736840.746378
  nChanged 8
		SP:Iteration 38Q (4524.840000 sec): 3 clusters
  Score: Raw -4741994.024424 + Penalty 5152.346145 = -4736841.678279
  nChanged 4
		SP:Iteration 39Q (4524.940000 sec): 3 clusters
  Score: Raw -4741994.550950 + Penalty 5152.346145 = -4736842.204805
  nChanged 6
		SP:Iteration 40F (4525.060000 sec): 3 clusters
  Score: Raw -4741995.420840 + Penalty 5152.346145 = -4736843.074694
  nChanged 6
		SP:Iteration 41Q (4525.150000 sec): 3 clusters
  Score: Raw -4741996.449966 + Penalty 5152.346145 = -4736844.103821
  nChanged 7
		SP:Iteration 42Q (4525.250000 sec): 3 clusters
  Score: Raw -4741997.698590 + Penalty 5152.346145 = -4736845.352445
  nChanged 5
		SP:Iteration 43Q (4525.340000 sec): 3 clusters
  Score: Raw -4741998.497689 + Penalty 5152.346145 = -4736846.151544
  nChanged 6
		SP:Iteration 44Q (4525.440000 sec): 3 clusters
  Score: Raw -4741999.314213 + Penalty 5152.346145 = -4736846.968068
  nChanged 4
		SP:Iteration 45Q (4525.530000 sec): 3 clusters
  Score: Raw -4741999.795321 + Penalty 5152.346145 = -4736847.449175
  nChanged 1
		SP:Iteration 46Q (4525.630000 sec): 3 clusters
  Score: Raw -4742000.027017 + Penalty 5152.346145 = -4736847.680872
  nChanged 1
		SP:Iteration 47Q (4525.730000 sec): 3 clusters
  Score: Raw -4742000.302813 + Penalty 5152.346145 = -4736847.956668
  nChanged 2
		SP:Iteration 48Q (4525.820000 sec): 3 clusters
  Score: Raw -4742000.492199 + Penalty 5152.346145 = -4736848.146054
  nChanged 2
		SP:Iteration 49Q (4525.910000 sec): 3 clusters
  Score: Raw -4742000.695455 + Penalty 5152.346145 = -4736848.349309
  nChanged 1
		SP:Iteration 50Q (4526.010000 sec): 3 clusters
  Score: Raw -4742000.811491 + Penalty 5152.346145 = -4736848.465345
  nChanged 0
		SP:Iteration 51F (4526.130000 sec): 3 clusters
  Score: Raw -4742000.811491 + Penalty 5152.346145 = -4736848.465345
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (95619 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4526.470000 sec): 2 clusters
  Score: Raw -13877335.761433 + Penalty 2844.095452 = -13874491.665981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4526.850000 sec): 3 clusters
  Score: Raw -13816187.627873 + Penalty 5688.190905 = -13810499.436968
  nChanged 45133
		SP:Iteration 1F (4527.210000 sec): 3 clusters
  Score: Raw -13841718.110155 + Penalty 5688.190905 = -13836029.919250
  nChanged 3410
		SP:Iteration 2Q (4527.600000 sec): 3 clusters
  Score: Raw -13842606.196430 + Penalty 5688.190905 = -13836918.005526
  nChanged 3814
		SP:Iteration 3Q (4527.980000 sec): 3 clusters
  Score: Raw -13843857.396590 + Penalty 5688.190905 = -13838169.205686
  nChanged 4580
		SP:Iteration 4Q (4528.360000 sec): 3 clusters
  Score: Raw -13845869.796591 + Penalty 5688.190905 = -13840181.605686
  nChanged 5877
		SP:Iteration 5F (4528.740000 sec): 3 clusters
  Score: Raw -13849339.892436 + Penalty 5688.190905 = -13843651.701531
  nChanged 7241
		SP:Iteration 6F (4529.110000 sec): 3 clusters
  Score: Raw -13854575.484327 + Penalty 5688.190905 = -13848887.293422
  nChanged 7602
		SP:Iteration 7F (4529.480000 sec): 3 clusters
  Score: Raw -13860745.100210 + Penalty 5688.190905 = -13855056.909305
  nChanged 6815
		SP:Iteration 8F (4529.850000 sec): 3 clusters
  Score: Raw -13866684.271944 + Penalty 5688.190905 = -13860996.081039
  nChanged 5235
		SP:Iteration 9F (4530.210000 sec): 3 clusters
  Score: Raw -13871441.656951 + Penalty 5688.190905 = -13865753.466046
  nChanged 3465
		SP:Iteration 10Q (4530.580000 sec): 3 clusters
  Score: Raw -13874590.799000 + Penalty 5688.190905 = -13868902.608095
  nChanged 1984
		SP:Iteration 11Q (4530.920000 sec): 3 clusters
  Score: Raw -13876331.231596 + Penalty 5688.190905 = -13870643.040691
  nChanged 954
		SP:Iteration 12Q (4531.230000 sec): 3 clusters
  Score: Raw -13877115.506774 + Penalty 5688.190905 = -13871427.315869
  nChanged 412
		SP:Iteration 13Q (4531.530000 sec): 3 clusters
  Score: Raw -13877437.510995 + Penalty 5688.190905 = -13871749.320090
  nChanged 198
		SP:Iteration 14Q (4531.810000 sec): 3 clusters
  Score: Raw -13877606.812451 + Penalty 5688.190905 = -13871918.621547
  nChanged 135
		SP:Iteration 15Q (4532.090000 sec): 3 clusters
  Score: Raw -13877725.505898 + Penalty 5688.190905 = -13872037.314993
  nChanged 91
		SP:Iteration 16Q (4532.360000 sec): 3 clusters
  Score: Raw -13877790.888528 + Penalty 5688.190905 = -13872102.697623
  nChanged 55
		SP:Iteration 17Q (4532.630000 sec): 3 clusters
  Score: Raw -13877822.456272 + Penalty 5688.190905 = -13872134.265367
  nChanged 30
		SP:Iteration 18Q (4532.920000 sec): 3 clusters
  Score: Raw -13877844.411172 + Penalty 5688.190905 = -13872156.220268
  nChanged 27
		SP:Iteration 19Q (4533.190000 sec): 3 clusters
  Score: Raw -13877863.297982 + Penalty 5688.190905 = -13872175.107077
  nChanged 19
		SP:Iteration 20F (4533.550000 sec): 3 clusters
  Score: Raw -13877873.753648 + Penalty 5688.190905 = -13872185.562743
  nChanged 17
		SP:Iteration 21Q (4533.820000 sec): 3 clusters
  Score: Raw -13877882.200005 + Penalty 5688.190905 = -13872194.009100
  nChanged 14
		SP:Iteration 22Q (4534.080000 sec): 3 clusters
  Score: Raw -13877889.873792 + Penalty 5688.190905 = -13872201.682887
  nChanged 12
		SP:Iteration 23Q (4534.350000 sec): 3 clusters
  Score: Raw -13877896.733878 + Penalty 5688.190905 = -13872208.542973
  nChanged 9
		SP:Iteration 24Q (4534.610000 sec): 3 clusters
  Score: Raw -13877905.215215 + Penalty 5688.190905 = -13872217.024310
  nChanged 12
		SP:Iteration 25Q (4534.880000 sec): 3 clusters
  Score: Raw -13877913.854150 + Penalty 5688.190905 = -13872225.663245
  nChanged 4
		SP:Iteration 26Q (4535.150000 sec): 3 clusters
  Score: Raw -13877915.944905 + Penalty 5688.190905 = -13872227.754001
  nChanged 3
		SP:Iteration 27Q (4535.410000 sec): 3 clusters
  Score: Raw -13877919.046879 + Penalty 5688.190905 = -13872230.855975
  nChanged 4
		SP:Iteration 28Q (4535.680000 sec): 3 clusters
  Score: Raw -13877920.666074 + Penalty 5688.190905 = -13872232.475169
  nChanged 2
		SP:Iteration 29Q (4535.950000 sec): 3 clusters
  Score: Raw -13877921.575664 + Penalty 5688.190905 = -13872233.384760
  nChanged 0
		SP:Iteration 30F (4536.310000 sec): 3 clusters
  Score: Raw -13877921.575664 + Penalty 5688.190905 = -13872233.384760
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (33228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4536.460000 sec): 2 clusters
  Score: Raw -5161850.291547 + Penalty 2581.964747 = -5159268.326800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4536.590000 sec): 3 clusters
  Score: Raw -5141753.532024 + Penalty 5163.929494 = -5136589.602530
  nChanged 15134
		SP:Iteration 1F (4536.720000 sec): 3 clusters
  Score: Raw -5149854.881201 + Penalty 5163.929494 = -5144690.951707
  nChanged 1543
		SP:Iteration 2Q (4536.850000 sec): 3 clusters
  Score: Raw -5150392.192788 + Penalty 5163.929494 = -5145228.263294
  nChanged 1435
		SP:Iteration 3Q (4536.980000 sec): 3 clusters
  Score: Raw -5150899.187956 + Penalty 5163.929494 = -5145735.258462
  nChanged 1451
		SP:Iteration 4Q (4537.110000 sec): 3 clusters
  Score: Raw -5151491.680192 + Penalty 5163.929494 = -5146327.750698
  nChanged 1472
		SP:Iteration 5Q (4537.240000 sec): 3 clusters
  Score: Raw -5152204.802953 + Penalty 5163.929494 = -5147040.873460
  nChanged 1719
		SP:Iteration 6F (4537.360000 sec): 3 clusters
  Score: Raw -5153191.254480 + Penalty 5163.929494 = -5148027.324987
  nChanged 2088
		SP:Iteration 7F (4537.490000 sec): 3 clusters
  Score: Raw -5154685.995161 + Penalty 5163.929494 = -5149522.065667
  nChanged 2417
		SP:Iteration 8F (4537.610000 sec): 3 clusters
  Score: Raw -5156700.995527 + Penalty 5163.929494 = -5151537.066033
  nChanged 2301
		SP:Iteration 9F (4537.740000 sec): 3 clusters
  Score: Raw -5158792.127688 + Penalty 5163.929494 = -5153628.198194
  nChanged 1756
		SP:Iteration 10F (4537.860000 sec): 3 clusters
  Score: Raw -5160407.171789 + Penalty 5163.929494 = -5155243.242295
  nChanged 1020
		SP:Iteration 11Q (4537.970000 sec): 3 clusters
  Score: Raw -5161318.258392 + Penalty 5163.929494 = -5156154.328899
  nChanged 446
		SP:Iteration 12Q (4538.080000 sec): 3 clusters
  Score: Raw -5161709.738852 + Penalty 5163.929494 = -5156545.809358
  nChanged 193
		SP:Iteration 13Q (4538.180000 sec): 3 clusters
  Score: Raw -5161907.129001 + Penalty 5163.929494 = -5156743.199507
  nChanged 100
		SP:Iteration 14Q (4538.270000 sec): 3 clusters
  Score: Raw -5162033.247750 + Penalty 5163.929494 = -5156869.318256
  nChanged 53
		SP:Iteration 15Q (4538.360000 sec): 3 clusters
  Score: Raw -5162097.311507 + Penalty 5163.929494 = -5156933.382013
  nChanged 29
		SP:Iteration 16Q (4538.460000 sec): 3 clusters
  Score: Raw -5162135.497432 + Penalty 5163.929494 = -5156971.567938
  nChanged 19
		SP:Iteration 17Q (4538.550000 sec): 3 clusters
  Score: Raw -5162161.926391 + Penalty 5163.929494 = -5156997.996897
  nChanged 10
		SP:Iteration 18Q (4538.640000 sec): 3 clusters
  Score: Raw -5162174.527447 + Penalty 5163.929494 = -5157010.597953
  nChanged 5
		SP:Iteration 19Q (4538.730000 sec): 3 clusters
  Score: Raw -5162182.265357 + Penalty 5163.929494 = -5157018.335863
  nChanged 5
		SP:Iteration 20F (4538.850000 sec): 3 clusters
  Score: Raw -5162187.696102 + Penalty 5163.929494 = -5157023.766608
  nChanged 5
		SP:Iteration 21Q (4538.940000 sec): 3 clusters
  Score: Raw -5162195.349881 + Penalty 5163.929494 = -5157031.420388
  nChanged 2
		SP:Iteration 22Q (4539.020000 sec): 3 clusters
  Score: Raw -5162197.653717 + Penalty 5163.929494 = -5157033.724224
  nChanged 3
		SP:Iteration 23Q (4539.110000 sec): 3 clusters
  Score: Raw -5162202.626156 + Penalty 5163.929494 = -5157038.696662
  nChanged 3
		SP:Iteration 24Q (4539.200000 sec): 3 clusters
  Score: Raw -5162205.560575 + Penalty 5163.929494 = -5157041.631081
  nChanged 1
		SP:Iteration 25Q (4539.290000 sec): 3 clusters
  Score: Raw -5162207.803771 + Penalty 5163.929494 = -5157043.874278
  nChanged 2
		SP:Iteration 26Q (4539.380000 sec): 3 clusters
  Score: Raw -5162210.578373 + Penalty 5163.929494 = -5157046.648879
  nChanged 1
		SP:Iteration 27Q (4539.460000 sec): 3 clusters
  Score: Raw -5162212.161939 + Penalty 5163.929494 = -5157048.232445
  nChanged 0
		SP:Iteration 28F (4539.590000 sec): 3 clusters
  Score: Raw -5162212.161939 + Penalty 5163.929494 = -5157048.232445
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (100259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4539.940000 sec): 2 clusters
  Score: Raw -14811656.064290 + Penalty 2855.847005 = -14808800.217285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4540.320000 sec): 3 clusters
  Score: Raw -14747482.200890 + Penalty 5711.694010 = -14741770.506880
  nChanged 47552
		SP:Iteration 1F (4540.710000 sec): 3 clusters
  Score: Raw -14774339.130877 + Penalty 5711.694010 = -14768627.436868
  nChanged 3239
		SP:Iteration 2Q (4541.100000 sec): 3 clusters
  Score: Raw -14775146.129624 + Penalty 5711.694010 = -14769434.435614
  nChanged 3554
		SP:Iteration 3Q (4541.500000 sec): 3 clusters
  Score: Raw -14776182.503581 + Penalty 5711.694010 = -14770470.809571
  nChanged 4178
		SP:Iteration 4Q (4541.880000 sec): 3 clusters
  Score: Raw -14777711.574374 + Penalty 5711.694010 = -14771999.880364
  nChanged 5195
		SP:Iteration 5F (4542.270000 sec): 3 clusters
  Score: Raw -14780148.847537 + Penalty 5711.694010 = -14774437.153527
  nChanged 6390
		SP:Iteration 6F (4542.650000 sec): 3 clusters
  Score: Raw -14783866.057234 + Penalty 5711.694010 = -14778154.363225
  nChanged 7268
		SP:Iteration 7F (4543.040000 sec): 3 clusters
  Score: Raw -14788894.496582 + Penalty 5711.694010 = -14783182.802572
  nChanged 7426
		SP:Iteration 8F (4543.420000 sec): 3 clusters
  Score: Raw -14794679.676243 + Penalty 5711.694010 = -14788967.982233
  nChanged 6895
		SP:Iteration 9F (4543.800000 sec): 3 clusters
  Score: Raw -14800500.098477 + Penalty 5711.694010 = -14794788.404467
  nChanged 5444
		SP:Iteration 10F (4544.180000 sec): 3 clusters
  Score: Raw -14805212.440099 + Penalty 5711.694010 = -14799500.746089
  nChanged 3730
		SP:Iteration 11Q (4544.560000 sec): 3 clusters
  Score: Raw -14808388.399371 + Penalty 5711.694010 = -14802676.705361
  nChanged 2144
		SP:Iteration 12Q (4544.920000 sec): 3 clusters
  Score: Raw -14810058.130677 + Penalty 5711.694010 = -14804346.436667
  nChanged 1138
		SP:Iteration 13Q (4545.260000 sec): 3 clusters
  Score: Raw -14810903.005625 + Penalty 5711.694010 = -14805191.311615
  nChanged 636
		SP:Iteration 14Q (4545.570000 sec): 3 clusters
  Score: Raw -14811346.534827 + Penalty 5711.694010 = -14805634.840817
  nChanged 346
		SP:Iteration 15Q (4545.870000 sec): 3 clusters
  Score: Raw -14811587.443439 + Penalty 5711.694010 = -14805875.749429
  nChanged 216
		SP:Iteration 16Q (4546.160000 sec): 3 clusters
  Score: Raw -14811744.605937 + Penalty 5711.694010 = -14806032.911928
  nChanged 127
		SP:Iteration 17Q (4546.460000 sec): 3 clusters
  Score: Raw -14811834.864998 + Penalty 5711.694010 = -14806123.170988
  nChanged 73
		SP:Iteration 18Q (4546.750000 sec): 3 clusters
  Score: Raw -14811886.872510 + Penalty 5711.694010 = -14806175.178500
  nChanged 53
		SP:Iteration 19Q (4547.030000 sec): 3 clusters
  Score: Raw -14811919.190476 + Penalty 5711.694010 = -14806207.496467
  nChanged 30
		SP:Iteration 20F (4547.400000 sec): 3 clusters
  Score: Raw -14811940.259519 + Penalty 5711.694010 = -14806228.565510
  nChanged 25
		SP:Iteration 21Q (4547.680000 sec): 3 clusters
  Score: Raw -14811959.232111 + Penalty 5711.694010 = -14806247.538101
  nChanged 23
		SP:Iteration 22Q (4547.960000 sec): 3 clusters
  Score: Raw -14811979.789942 + Penalty 5711.694010 = -14806268.095932
  nChanged 23
		SP:Iteration 23Q (4548.240000 sec): 3 clusters
  Score: Raw -14811996.057167 + Penalty 5711.694010 = -14806284.363157
  nChanged 11
		SP:Iteration 24Q (4548.510000 sec): 3 clusters
  Score: Raw -14812002.473570 + Penalty 5711.694010 = -14806290.779560
  nChanged 11
		SP:Iteration 25Q (4548.790000 sec): 3 clusters
  Score: Raw -14812010.804035 + Penalty 5711.694010 = -14806299.110025
  nChanged 14
		SP:Iteration 26Q (4549.070000 sec): 3 clusters
  Score: Raw -14812020.019707 + Penalty 5711.694010 = -14806308.325697
  nChanged 15
		SP:Iteration 27Q (4549.340000 sec): 3 clusters
  Score: Raw -14812028.422531 + Penalty 5711.694010 = -14806316.728521
  nChanged 10
		SP:Iteration 28Q (4549.620000 sec): 3 clusters
  Score: Raw -14812039.020846 + Penalty 5711.694010 = -14806327.326836
  nChanged 11
		SP:Iteration 29Q (4549.890000 sec): 3 clusters
  Score: Raw -14812047.638863 + Penalty 5711.694010 = -14806335.944853
  nChanged 9
		SP:Iteration 30Q (4550.170000 sec): 3 clusters
  Score: Raw -14812053.688094 + Penalty 5711.694010 = -14806341.994084
  nChanged 7
		SP:Iteration 31Q (4550.440000 sec): 3 clusters
  Score: Raw -14812057.643350 + Penalty 5711.694010 = -14806345.949340
  nChanged 6
		SP:Iteration 32Q (4550.710000 sec): 3 clusters
  Score: Raw -14812062.201498 + Penalty 5711.694010 = -14806350.507488
  nChanged 5
		SP:Iteration 33Q (4550.990000 sec): 3 clusters
  Score: Raw -14812066.132372 + Penalty 5711.694010 = -14806354.438362
  nChanged 5
		SP:Iteration 34Q (4551.260000 sec): 3 clusters
  Score: Raw -14812069.651109 + Penalty 5711.694010 = -14806357.957099
  nChanged 5
		SP:Iteration 35Q (4551.540000 sec): 3 clusters
  Score: Raw -14812073.283628 + Penalty 5711.694010 = -14806361.589618
  nChanged 5
		SP:Iteration 36Q (4551.810000 sec): 3 clusters
  Score: Raw -14812076.409819 + Penalty 5711.694010 = -14806364.715810
  nChanged 2
		SP:Iteration 37Q (4552.090000 sec): 3 clusters
  Score: Raw -14812078.392280 + Penalty 5711.694010 = -14806366.698270
  nChanged 1
		SP:Iteration 38Q (4552.360000 sec): 3 clusters
  Score: Raw -14812078.888765 + Penalty 5711.694010 = -14806367.194755
  nChanged 0
		SP:Iteration 39F (4552.730000 sec): 3 clusters
  Score: Raw -14812078.888765 + Penalty 5711.694010 = -14806367.194755
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (1401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4552.790000 sec): 2 clusters
  Score: Raw -126499.607420 + Penalty 1796.745503 = -124702.861916
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4552.790000 sec): 3 clusters
  Score: Raw -126872.908364 + Penalty 3593.491007 = -123279.417357
  nChanged 568
		SP:Iteration 1F (4552.800000 sec): 3 clusters
  Score: Raw -131599.223130 + Penalty 3593.491007 = -128005.732123
  nChanged 153
		SP:Iteration 2F (4552.800000 sec): 3 clusters
  Score: Raw -133795.433623 + Penalty 3593.491007 = -130201.942616
  nChanged 87
		SP:Iteration 3F (4552.810000 sec): 3 clusters
  Score: Raw -135489.020205 + Penalty 3593.491007 = -131895.529198
  nChanged 61
		SP:Iteration 4Q (4552.810000 sec): 3 clusters
  Score: Raw -136787.454271 + Penalty 3593.491007 = -133193.963264
  nChanged 22
		SP:Iteration 5Q (4552.810000 sec): 3 clusters
  Score: Raw -137471.783834 + Penalty 3593.491007 = -133878.292827
  nChanged 11
		SP:Iteration 6Q (4552.820000 sec): 3 clusters
  Score: Raw -137510.040437 + Penalty 3593.491007 = -133916.549430
  nChanged 4
		SP:Iteration 7Q (4552.820000 sec): 3 clusters
  Score: Raw -137519.985760 + Penalty 3593.491007 = -133926.494753
  nChanged 3
		SP:Iteration 8Q (4552.830000 sec): 3 clusters
  Score: Raw -137526.089312 + Penalty 3593.491007 = -133932.598305
  nChanged 2
		SP:Iteration 9Q (4552.830000 sec): 3 clusters
  Score: Raw -137532.784621 + Penalty 3593.491007 = -133939.293614
  nChanged 2
		SP:Iteration 10Q (4552.830000 sec): 3 clusters
  Score: Raw -137572.502731 + Penalty 3593.491007 = -133979.011724
  nChanged 1
		SP:Iteration 11Q (4552.840000 sec): 3 clusters
  Score: Raw -137575.740496 + Penalty 3593.491007 = -133982.249489
  nChanged 0
		SP:Iteration 12F (4552.840000 sec): 3 clusters
  Score: Raw -137601.815536 + Penalty 3593.491007 = -134008.324529
  nChanged 4
		SP:Iteration 13Q (4552.850000 sec): 3 clusters
  Score: Raw -137793.843006 + Penalty 3593.491007 = -134200.351999
  nChanged 2
		SP:Iteration 14Q (4552.850000 sec): 3 clusters
  Score: Raw -137818.152443 + Penalty 3593.491007 = -134224.661436
  nChanged 1
		SP:Iteration 15Q (4552.850000 sec): 3 clusters
  Score: Raw -137819.362691 + Penalty 3593.491007 = -134225.871684
  nChanged 0
		SP:Iteration 16F (4552.860000 sec): 3 clusters
  Score: Raw -137819.362691 + Penalty 3593.491007 = -134225.871684
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 30.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (54405 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4553.050000 sec): 2 clusters
  Score: Raw -7970574.653514 + Penalty 2704.244412 = -7967870.409101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4553.260000 sec): 3 clusters
  Score: Raw -7936832.667477 + Penalty 5408.488825 = -7931424.178652
  nChanged 25065
		SP:Iteration 1F (4553.470000 sec): 3 clusters
  Score: Raw -7950641.339682 + Penalty 5408.488825 = -7945232.850857
  nChanged 2157
		SP:Iteration 2Q (4553.690000 sec): 3 clusters
  Score: Raw -7951202.370341 + Penalty 5408.488825 = -7945793.881516
  nChanged 1990
		SP:Iteration 3Q (4553.900000 sec): 3 clusters
  Score: Raw -7951731.097092 + Penalty 5408.488825 = -7946322.608267
  nChanged 1825
		SP:Iteration 4Q (4554.110000 sec): 3 clusters
  Score: Raw -7952228.850353 + Penalty 5408.488825 = -7946820.361528
  nChanged 1946
		SP:Iteration 5Q (4554.330000 sec): 3 clusters
  Score: Raw -7952820.735751 + Penalty 5408.488825 = -7947412.246926
  nChanged 2160
		SP:Iteration 6Q (4554.550000 sec): 3 clusters
  Score: Raw -7953627.982733 + Penalty 5408.488825 = -7948219.493908
  nChanged 2538
		SP:Iteration 7Q (4554.760000 sec): 3 clusters
  Score: Raw -7954843.727959 + Penalty 5408.488825 = -7949435.239134
  nChanged 3079
		SP:Iteration 8F (4554.970000 sec): 3 clusters
  Score: Raw -7956706.360942 + Penalty 5408.488825 = -7951297.872117
  nChanged 3584
		SP:Iteration 9F (4555.170000 sec): 3 clusters
  Score: Raw -7959223.603677 + Penalty 5408.488825 = -7953815.114852
  nChanged 3537
		SP:Iteration 10F (4555.380000 sec): 3 clusters
  Score: Raw -7961903.530657 + Penalty 5408.488825 = -7956495.041833
  nChanged 3116
		SP:Iteration 11F (4555.590000 sec): 3 clusters
  Score: Raw -7964253.489430 + Penalty 5408.488825 = -7958845.000606
  nChanged 2379
		SP:Iteration 12Q (4555.800000 sec): 3 clusters
  Score: Raw -7965991.793929 + Penalty 5408.488825 = -7960583.305105
  nChanged 1654
		SP:Iteration 13Q (4556.000000 sec): 3 clusters
  Score: Raw -7967147.659968 + Penalty 5408.488825 = -7961739.171143
  nChanged 1253
		SP:Iteration 14Q (4556.190000 sec): 3 clusters
  Score: Raw -7967965.108178 + Penalty 5408.488825 = -7962556.619353
  nChanged 948
		SP:Iteration 15Q (4556.380000 sec): 3 clusters
  Score: Raw -7968533.701871 + Penalty 5408.488825 = -7963125.213047
  nChanged 749
		SP:Iteration 16Q (4556.550000 sec): 3 clusters
  Score: Raw -7968939.002528 + Penalty 5408.488825 = -7963530.513703
  nChanged 614
		SP:Iteration 17Q (4556.720000 sec): 3 clusters
  Score: Raw -7969259.141189 + Penalty 5408.488825 = -7963850.652364
  nChanged 538
		SP:Iteration 18Q (4556.890000 sec): 3 clusters
  Score: Raw -7969536.699024 + Penalty 5408.488825 = -7964128.210199
  nChanged 426
		SP:Iteration 19Q (4557.050000 sec): 3 clusters
  Score: Raw -7969751.126629 + Penalty 5408.488825 = -7964342.637804
  nChanged 366
		SP:Iteration 20F (4557.260000 sec): 3 clusters
  Score: Raw -7969934.485592 + Penalty 5408.488825 = -7964525.996767
  nChanged 308
		SP:Iteration 21Q (4557.410000 sec): 3 clusters
  Score: Raw -7970107.180469 + Penalty 5408.488825 = -7964698.691644
  nChanged 275
		SP:Iteration 22Q (4557.570000 sec): 3 clusters
  Score: Raw -7970246.054733 + Penalty 5408.488825 = -7964837.565909
  nChanged 193
		SP:Iteration 23Q (4557.720000 sec): 3 clusters
  Score: Raw -7970340.754323 + Penalty 5408.488825 = -7964932.265498
  nChanged 171
		SP:Iteration 24Q (4557.870000 sec): 3 clusters
  Score: Raw -7970423.858066 + Penalty 5408.488825 = -7965015.369241
  nChanged 141
		SP:Iteration 25Q (4558.020000 sec): 3 clusters
  Score: Raw -7970500.002170 + Penalty 5408.488825 = -7965091.513345
  nChanged 131
		SP:Iteration 26Q (4558.170000 sec): 3 clusters
  Score: Raw -7970567.496386 + Penalty 5408.488825 = -7965159.007562
  nChanged 100
		SP:Iteration 27Q (4558.320000 sec): 3 clusters
  Score: Raw -7970619.273547 + Penalty 5408.488825 = -7965210.784722
  nChanged 84
		SP:Iteration 28Q (4558.470000 sec): 3 clusters
  Score: Raw -7970657.782964 + Penalty 5408.488825 = -7965249.294139
  nChanged 55
		SP:Iteration 29Q (4558.620000 sec): 3 clusters
  Score: Raw -7970682.452545 + Penalty 5408.488825 = -7965273.963720
  nChanged 43
		SP:Iteration 30Q (4558.770000 sec): 3 clusters
  Score: Raw -7970706.067367 + Penalty 5408.488825 = -7965297.578542
  nChanged 43
		SP:Iteration 31Q (4558.910000 sec): 3 clusters
  Score: Raw -7970726.622258 + Penalty 5408.488825 = -7965318.133433
  nChanged 33
		SP:Iteration 32Q (4559.060000 sec): 3 clusters
  Score: Raw -7970743.219253 + Penalty 5408.488825 = -7965334.730428
  nChanged 25
		SP:Iteration 33Q (4559.200000 sec): 3 clusters
  Score: Raw -7970756.430484 + Penalty 5408.488825 = -7965347.941659
  nChanged 24
		SP:Iteration 34Q (4559.350000 sec): 3 clusters
  Score: Raw -7970767.691372 + Penalty 5408.488825 = -7965359.202548
  nChanged 22
		SP:Iteration 35Q (4559.500000 sec): 3 clusters
  Score: Raw -7970778.145037 + Penalty 5408.488825 = -7965369.656213
  nChanged 25
		SP:Iteration 36Q (4559.650000 sec): 3 clusters
  Score: Raw -7970790.215609 + Penalty 5408.488825 = -7965381.726784
  nChanged 27
		SP:Iteration 37Q (4559.790000 sec): 3 clusters
  Score: Raw -7970803.821290 + Penalty 5408.488825 = -7965395.332465
  nChanged 25
		SP:Iteration 38Q (4559.940000 sec): 3 clusters
  Score: Raw -7970817.391990 + Penalty 5408.488825 = -7965408.903165
  nChanged 26
		SP:Iteration 39Q (4560.090000 sec): 3 clusters
  Score: Raw -7970833.678068 + Penalty 5408.488825 = -7965425.189243
  nChanged 26
		SP:Iteration 40F (4560.290000 sec): 3 clusters
  Score: Raw -7970847.813071 + Penalty 5408.488825 = -7965439.324247
  nChanged 16
		SP:Iteration 41Q (4560.440000 sec): 3 clusters
  Score: Raw -7970856.910928 + Penalty 5408.488825 = -7965448.422103
  nChanged 12
		SP:Iteration 42Q (4560.580000 sec): 3 clusters
  Score: Raw -7970862.980363 + Penalty 5408.488825 = -7965454.491538
  nChanged 14
		SP:Iteration 43Q (4560.730000 sec): 3 clusters
  Score: Raw -7970869.435516 + Penalty 5408.488825 = -7965460.946691
  nChanged 8
		SP:Iteration 44Q (4560.880000 sec): 3 clusters
  Score: Raw -7970872.487515 + Penalty 5408.488825 = -7965463.998690
  nChanged 8
		SP:Iteration 45Q (4561.030000 sec): 3 clusters
  Score: Raw -7970876.370432 + Penalty 5408.488825 = -7965467.881607
  nChanged 8
		SP:Iteration 46Q (4561.170000 sec): 3 clusters
  Score: Raw -7970880.032546 + Penalty 5408.488825 = -7965471.543721
  nChanged 10
		SP:Iteration 47Q (4561.320000 sec): 3 clusters
  Score: Raw -7970884.626903 + Penalty 5408.488825 = -7965476.138078
  nChanged 8
		SP:Iteration 48Q (4561.470000 sec): 3 clusters
  Score: Raw -7970889.919324 + Penalty 5408.488825 = -7965481.430499
  nChanged 10
		SP:Iteration 49Q (4561.610000 sec): 3 clusters
  Score: Raw -7970895.308059 + Penalty 5408.488825 = -7965486.819234
  nChanged 7
		SP:Iteration 50Q (4561.760000 sec): 3 clusters
  Score: Raw -7970899.655002 + Penalty 5408.488825 = -7965491.166177
  nChanged 9
		SP:Iteration 51Q (4561.900000 sec): 3 clusters
  Score: Raw -7970904.627097 + Penalty 5408.488825 = -7965496.138272
  nChanged 10
		SP:Iteration 52Q (4562.050000 sec): 3 clusters
  Score: Raw -7970909.469982 + Penalty 5408.488825 = -7965500.981158
  nChanged 8
		SP:Iteration 53Q (4562.190000 sec): 3 clusters
  Score: Raw -7970912.661605 + Penalty 5408.488825 = -7965504.172780
  nChanged 5
		SP:Iteration 54Q (4562.340000 sec): 3 clusters
  Score: Raw -7970916.149715 + Penalty 5408.488825 = -7965507.660890
  nChanged 6
		SP:Iteration 55Q (4562.490000 sec): 3 clusters
  Score: Raw -7970919.311924 + Penalty 5408.488825 = -7965510.823099
  nChanged 3
		SP:Iteration 56Q (4562.630000 sec): 3 clusters
  Score: Raw -7970920.542595 + Penalty 5408.488825 = -7965512.053770
  nChanged 3
		SP:Iteration 57Q (4562.780000 sec): 3 clusters
  Score: Raw -7970922.235369 + Penalty 5408.488825 = -7965513.746544
  nChanged 4
		SP:Iteration 58Q (4562.930000 sec): 3 clusters
  Score: Raw -7970923.792728 + Penalty 5408.488825 = -7965515.303903
  nChanged 5
		SP:Iteration 59Q (4563.070000 sec): 3 clusters
  Score: Raw -7970926.557415 + Penalty 5408.488825 = -7965518.068591
  nChanged 4
		SP:Iteration 60F (4563.270000 sec): 3 clusters
  Score: Raw -7970928.382472 + Penalty 5408.488825 = -7965519.893647
  nChanged 2
		SP:Iteration 61Q (4563.420000 sec): 3 clusters
  Score: Raw -7970930.009194 + Penalty 5408.488825 = -7965521.520369
  nChanged 3
		SP:Iteration 62Q (4563.560000 sec): 3 clusters
  Score: Raw -7970931.520248 + Penalty 5408.488825 = -7965523.031423
  nChanged 5
		SP:Iteration 63Q (4563.710000 sec): 3 clusters
  Score: Raw -7970935.437412 + Penalty 5408.488825 = -7965526.948587
  nChanged 8
		SP:Iteration 64Q (4563.850000 sec): 3 clusters
  Score: Raw -7970939.461868 + Penalty 5408.488825 = -7965530.973043
  nChanged 3
		SP:Iteration 65Q (4563.990000 sec): 3 clusters
  Score: Raw -7970940.403074 + Penalty 5408.488825 = -7965531.914249
  nChanged 2
		SP:Iteration 66Q (4564.140000 sec): 3 clusters
  Score: Raw -7970941.135573 + Penalty 5408.488825 = -7965532.646748
  nChanged 2
		SP:Iteration 67Q (4564.280000 sec): 3 clusters
  Score: Raw -7970942.004555 + Penalty 5408.488825 = -7965533.515730
  nChanged 1
		SP:Iteration 68Q (4564.430000 sec): 3 clusters
  Score: Raw -7970942.328941 + Penalty 5408.488825 = -7965533.840116
  nChanged 0
		SP:Iteration 69F (4564.630000 sec): 3 clusters
  Score: Raw -7970942.328941 + Penalty 5408.488825 = -7965533.840116
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4564.650000 sec): 2 clusters
  Score: Raw -59607.770703 + Penalty 1516.741247 = -58091.029455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4564.650000 sec): 3 clusters
  Score: Raw -59917.745090 + Penalty 3033.482494 = -56884.262596
  nChanged 127
		SP:Iteration 1F (4564.660000 sec): 3 clusters
  Score: Raw -60621.829201 + Penalty 3033.482494 = -57588.346707
  nChanged 37
		SP:Iteration 2F (4564.660000 sec): 3 clusters
  Score: Raw -60928.925126 + Penalty 3033.482494 = -57895.442632
  nChanged 14
		SP:Iteration 3Q (4564.660000 sec): 3 clusters
  Score: Raw -61136.821278 + Penalty 3033.482494 = -58103.338783
  nChanged 1
		SP:Iteration 4Q (4564.660000 sec): 3 clusters
  Score: Raw -61146.124135 + Penalty 3033.482494 = -58112.641640
  nChanged 2
		SP:Iteration 5Q (4564.660000 sec): 3 clusters
  Score: Raw -61162.555069 + Penalty 3033.482494 = -58129.072575
  nChanged 1
		SP:Iteration 6Q (4564.670000 sec): 3 clusters
  Score: Raw -61164.189494 + Penalty 3033.482494 = -58130.707000
  nChanged 0
		SP:Iteration 7F (4564.670000 sec): 3 clusters
  Score: Raw -61164.189494 + Penalty 3033.482494 = -58130.707000
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 31.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4564.670000 sec): 2 clusters
  Score: Raw -56979.285957 + Penalty 1490.185670 = -55489.100287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4564.670000 sec): 3 clusters
  Score: Raw -57065.769638 + Penalty 2980.371340 = -54085.398298
  nChanged 72
		SP:Iteration 1F (4564.670000 sec): 3 clusters
  Score: Raw -57335.304741 + Penalty 2980.371340 = -54354.933401
  nChanged 49
		SP:Iteration 2F (4564.680000 sec): 3 clusters
  Score: Raw -57594.818950 + Penalty 2980.371340 = -54614.447610
  nChanged 38
		SP:Iteration 3F (4564.680000 sec): 3 clusters
  Score: Raw -57841.187474 + Penalty 2980.371340 = -54860.816134
  nChanged 20
		SP:Iteration 4Q (4564.680000 sec): 3 clusters
  Score: Raw -57949.883554 + Penalty 2980.371340 = -54969.512214
  nChanged 9
		SP:Iteration 5Q (4564.680000 sec): 3 clusters
  Score: Raw -57992.197737 + Penalty 2980.371340 = -55011.826397
  nChanged 7
		SP:Iteration 6Q (4564.680000 sec): 3 clusters
  Score: Raw -58035.398945 + Penalty 2980.371340 = -55055.027605
  nChanged 4
		SP:Iteration 7Q (4564.680000 sec): 3 clusters
  Score: Raw -58063.268378 + Penalty 2980.371340 = -55082.897038
  nChanged 2
		SP:Iteration 8Q (4564.690000 sec): 3 clusters
  Score: Raw -58074.817551 + Penalty 2980.371340 = -55094.446211
  nChanged 0
		SP:Iteration 9F (4564.690000 sec): 3 clusters
  Score: Raw -58074.817551 + Penalty 2980.371340 = -55094.446211
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (274266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4565.650000 sec): 2 clusters
  Score: Raw -40581780.376121 + Penalty 3105.419722 = -40578674.956399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4566.710000 sec): 3 clusters
  Score: Raw -40400301.150567 + Penalty 6210.839444 = -40394090.311123
  nChanged 132495
		SP:Iteration 1F (4567.750000 sec): 3 clusters
  Score: Raw -40479357.926225 + Penalty 6210.839444 = -40473147.086781
  nChanged 8117
		SP:Iteration 2Q (4568.830000 sec): 3 clusters
  Score: Raw -40481288.297323 + Penalty 6210.839444 = -40475077.457879
  nChanged 9518
		SP:Iteration 3Q (4569.920000 sec): 3 clusters
  Score: Raw -40484177.231566 + Penalty 6210.839444 = -40477966.392122
  nChanged 11820
		SP:Iteration 4Q (4571.010000 sec): 3 clusters
  Score: Raw -40489018.413393 + Penalty 6210.839444 = -40482807.573949
  nChanged 15301
		SP:Iteration 5F (4572.050000 sec): 3 clusters
  Score: Raw -40497472.625488 + Penalty 6210.839444 = -40491261.786044
  nChanged 19443
		SP:Iteration 6F (4573.110000 sec): 3 clusters
  Score: Raw -40511245.008724 + Penalty 6210.839444 = -40505034.169280
  nChanged 22320
		SP:Iteration 7F (4574.170000 sec): 3 clusters
  Score: Raw -40529817.346396 + Penalty 6210.839444 = -40523606.506953
  nChanged 21493
		SP:Iteration 8F (4575.210000 sec): 3 clusters
  Score: Raw -40549480.489863 + Penalty 6210.839444 = -40543269.650419
  nChanged 16719
		SP:Iteration 9F (4576.250000 sec): 3 clusters
  Score: Raw -40565512.002168 + Penalty 6210.839444 = -40559301.162724
  nChanged 10423
		SP:Iteration 10Q (4577.190000 sec): 3 clusters
  Score: Raw -40575533.529032 + Penalty 6210.839444 = -40569322.689588
  nChanged 4721
		SP:Iteration 11Q (4578.050000 sec): 3 clusters
  Score: Raw -40579826.558261 + Penalty 6210.839444 = -40573615.718817
  nChanged 1701
		SP:Iteration 12Q (4578.830000 sec): 3 clusters
  Score: Raw -40581327.810639 + Penalty 6210.839444 = -40575116.971195
  nChanged 521
		SP:Iteration 13Q (4579.590000 sec): 3 clusters
  Score: Raw -40581820.643344 + Penalty 6210.839444 = -40575609.803900
  nChanged 182
		SP:Iteration 14Q (4580.330000 sec): 3 clusters
  Score: Raw -40582006.938986 + Penalty 6210.839444 = -40575796.099543
  nChanged 85
		SP:Iteration 15Q (4581.060000 sec): 3 clusters
  Score: Raw -40582088.583294 + Penalty 6210.839444 = -40575877.743850
  nChanged 37
		SP:Iteration 16Q (4581.810000 sec): 3 clusters
  Score: Raw -40582120.513961 + Penalty 6210.839444 = -40575909.674517
  nChanged 18
		SP:Iteration 17Q (4582.540000 sec): 3 clusters
  Score: Raw -40582137.965105 + Penalty 6210.839444 = -40575927.125661
  nChanged 18
		SP:Iteration 18Q (4583.260000 sec): 3 clusters
  Score: Raw -40582155.461755 + Penalty 6210.839444 = -40575944.622311
  nChanged 11
		SP:Iteration 19Q (4583.990000 sec): 3 clusters
  Score: Raw -40582165.094043 + Penalty 6210.839444 = -40575954.254599
  nChanged 5
		SP:Iteration 20F (4585.010000 sec): 3 clusters
  Score: Raw -40582168.187913 + Penalty 6210.839444 = -40575957.348469
  nChanged 2
		SP:Iteration 21Q (4585.740000 sec): 3 clusters
  Score: Raw -40582170.227296 + Penalty 6210.839444 = -40575959.387852
  nChanged 2
		SP:Iteration 22Q (4586.460000 sec): 3 clusters
  Score: Raw -40582171.873521 + Penalty 6210.839444 = -40575961.034078
  nChanged 3
		SP:Iteration 23Q (4587.200000 sec): 3 clusters
  Score: Raw -40582173.675879 + Penalty 6210.839444 = -40575962.836435
  nChanged 0
		SP:Iteration 24F (4588.220000 sec): 3 clusters
  Score: Raw -40582173.675879 + Penalty 6210.839444 = -40575962.836435
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (32267 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4588.420000 sec): 2 clusters
  Score: Raw -4935727.766312 + Penalty 2574.686478 = -4933153.079834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4588.550000 sec): 3 clusters
  Score: Raw -4916135.504801 + Penalty 5149.372956 = -4910986.131844
  nChanged 14674
		SP:Iteration 1F (4588.670000 sec): 3 clusters
  Score: Raw -4924128.351497 + Penalty 5149.372956 = -4918978.978541
  nChanged 1425
		SP:Iteration 2Q (4588.790000 sec): 3 clusters
  Score: Raw -4924573.484363 + Penalty 5149.372956 = -4919424.111406
  nChanged 1309
		SP:Iteration 3Q (4588.920000 sec): 3 clusters
  Score: Raw -4925005.644021 + Penalty 5149.372956 = -4919856.271065
  nChanged 1355
		SP:Iteration 4Q (4589.040000 sec): 3 clusters
  Score: Raw -4925505.613222 + Penalty 5149.372956 = -4920356.240266
  nChanged 1470
		SP:Iteration 5Q (4589.160000 sec): 3 clusters
  Score: Raw -4926113.734691 + Penalty 5149.372956 = -4920964.361735
  nChanged 1617
		SP:Iteration 6F (4589.280000 sec): 3 clusters
  Score: Raw -4926930.975955 + Penalty 5149.372956 = -4921781.602999
  nChanged 1860
		SP:Iteration 7F (4589.410000 sec): 3 clusters
  Score: Raw -4928066.365312 + Penalty 5149.372956 = -4922916.992355
  nChanged 1976
		SP:Iteration 8F (4589.530000 sec): 3 clusters
  Score: Raw -4929473.270972 + Penalty 5149.372956 = -4924323.898016
  nChanged 1976
		SP:Iteration 9F (4589.650000 sec): 3 clusters
  Score: Raw -4931049.209910 + Penalty 5149.372956 = -4925899.836953
  nChanged 1760
		SP:Iteration 10F (4589.770000 sec): 3 clusters
  Score: Raw -4932510.991221 + Penalty 5149.372956 = -4927361.618264
  nChanged 1396
		SP:Iteration 11Q (4589.890000 sec): 3 clusters
  Score: Raw -4933603.832036 + Penalty 5149.372956 = -4928454.459079
  nChanged 1050
		SP:Iteration 12Q (4590.010000 sec): 3 clusters
  Score: Raw -4934239.123019 + Penalty 5149.372956 = -4929089.750063
  nChanged 663
		SP:Iteration 13Q (4590.120000 sec): 3 clusters
  Score: Raw -4934538.171895 + Penalty 5149.372956 = -4929388.798939
  nChanged 437
		SP:Iteration 14Q (4590.230000 sec): 3 clusters
  Score: Raw -4934711.030765 + Penalty 5149.372956 = -4929561.657808
  nChanged 354
		SP:Iteration 15Q (4590.340000 sec): 3 clusters
  Score: Raw -4934842.729435 + Penalty 5149.372956 = -4929693.356479
  nChanged 324
		SP:Iteration 16Q (4590.440000 sec): 3 clusters
  Score: Raw -4934951.638893 + Penalty 5149.372956 = -4929802.265937
  nChanged 296
		SP:Iteration 17Q (4590.550000 sec): 3 clusters
  Score: Raw -4935051.594504 + Penalty 5149.372956 = -4929902.221548
  nChanged 284
		SP:Iteration 18Q (4590.650000 sec): 3 clusters
  Score: Raw -4935144.818948 + Penalty 5149.372956 = -4929995.445991
  nChanged 239
		SP:Iteration 19Q (4590.750000 sec): 3 clusters
  Score: Raw -4935222.114161 + Penalty 5149.372956 = -4930072.741204
  nChanged 218
		SP:Iteration 20F (4590.870000 sec): 3 clusters
  Score: Raw -4935286.318468 + Penalty 5149.372956 = -4930136.945511
  nChanged 184
		SP:Iteration 21Q (4590.980000 sec): 3 clusters
  Score: Raw -4935336.694493 + Penalty 5149.372956 = -4930187.321536
  nChanged 178
		SP:Iteration 22Q (4591.080000 sec): 3 clusters
  Score: Raw -4935383.227627 + Penalty 5149.372956 = -4930233.854670
  nChanged 143
		SP:Iteration 23Q (4591.180000 sec): 3 clusters
  Score: Raw -4935416.543420 + Penalty 5149.372956 = -4930267.170464
  nChanged 136
		SP:Iteration 24Q (4591.280000 sec): 3 clusters
  Score: Raw -4935448.952071 + Penalty 5149.372956 = -4930299.579114
  nChanged 112
		SP:Iteration 25Q (4591.380000 sec): 3 clusters
  Score: Raw -4935475.938178 + Penalty 5149.372956 = -4930326.565222
  nChanged 95
		SP:Iteration 26Q (4591.480000 sec): 3 clusters
  Score: Raw -4935495.629213 + Penalty 5149.372956 = -4930346.256257
  nChanged 78
		SP:Iteration 27Q (4591.580000 sec): 3 clusters
  Score: Raw -4935511.748064 + Penalty 5149.372956 = -4930362.375108
  nChanged 81
		SP:Iteration 28Q (4591.680000 sec): 3 clusters
  Score: Raw -4935529.380409 + Penalty 5149.372956 = -4930380.007453
  nChanged 78
		SP:Iteration 29Q (4591.780000 sec): 3 clusters
  Score: Raw -4935545.512433 + Penalty 5149.372956 = -4930396.139477
  nChanged 72
		SP:Iteration 30Q (4591.880000 sec): 3 clusters
  Score: Raw -4935561.982671 + Penalty 5149.372956 = -4930412.609714
  nChanged 70
		SP:Iteration 31Q (4591.980000 sec): 3 clusters
  Score: Raw -4935578.296840 + Penalty 5149.372956 = -4930428.923883
  nChanged 67
		SP:Iteration 32Q (4592.070000 sec): 3 clusters
  Score: Raw -4935593.101764 + Penalty 5149.372956 = -4930443.728808
  nChanged 62
		SP:Iteration 33Q (4592.170000 sec): 3 clusters
  Score: Raw -4935608.496570 + Penalty 5149.372956 = -4930459.123614
  nChanged 55
		SP:Iteration 34Q (4592.270000 sec): 3 clusters
  Score: Raw -4935619.648978 + Penalty 5149.372956 = -4930470.276021
  nChanged 49
		SP:Iteration 35Q (4592.360000 sec): 3 clusters
  Score: Raw -4935629.356092 + Penalty 5149.372956 = -4930479.983136
  nChanged 45
		SP:Iteration 36Q (4592.460000 sec): 3 clusters
  Score: Raw -4935638.957174 + Penalty 5149.372956 = -4930489.584218
  nChanged 54
		SP:Iteration 37Q (4592.560000 sec): 3 clusters
  Score: Raw -4935651.875779 + Penalty 5149.372956 = -4930502.502823
  nChanged 57
		SP:Iteration 38Q (4592.660000 sec): 3 clusters
  Score: Raw -4935665.752121 + Penalty 5149.372956 = -4930516.379165
  nChanged 47
		SP:Iteration 39Q (4592.750000 sec): 3 clusters
  Score: Raw -4935675.056040 + Penalty 5149.372956 = -4930525.683083
  nChanged 44
		SP:Iteration 40F (4592.870000 sec): 3 clusters
  Score: Raw -4935684.330919 + Penalty 5149.372956 = -4930534.957963
  nChanged 32
		SP:Iteration 41Q (4592.960000 sec): 3 clusters
  Score: Raw -4935690.372345 + Penalty 5149.372956 = -4930540.999389
  nChanged 28
		SP:Iteration 42Q (4593.060000 sec): 3 clusters
  Score: Raw -4935695.075073 + Penalty 5149.372956 = -4930545.702117
  nChanged 34
		SP:Iteration 43Q (4593.160000 sec): 3 clusters
  Score: Raw -4935700.803839 + Penalty 5149.372956 = -4930551.430883
  nChanged 27
		SP:Iteration 44Q (4593.250000 sec): 3 clusters
  Score: Raw -4935706.021377 + Penalty 5149.372956 = -4930556.648420
  nChanged 27
		SP:Iteration 45Q (4593.350000 sec): 3 clusters
  Score: Raw -4935711.383235 + Penalty 5149.372956 = -4930562.010278
  nChanged 30
		SP:Iteration 46Q (4593.440000 sec): 3 clusters
  Score: Raw -4935718.194339 + Penalty 5149.372956 = -4930568.821383
  nChanged 40
		SP:Iteration 47Q (4593.530000 sec): 3 clusters
  Score: Raw -4935726.241962 + Penalty 5149.372956 = -4930576.869005
  nChanged 33
		SP:Iteration 48Q (4593.620000 sec): 3 clusters
  Score: Raw -4935732.151959 + Penalty 5149.372956 = -4930582.779003
  nChanged 27
		SP:Iteration 49Q (4593.720000 sec): 3 clusters
  Score: Raw -4935737.258867 + Penalty 5149.372956 = -4930587.885911
  nChanged 34
		SP:Iteration 50Q (4593.810000 sec): 3 clusters
  Score: Raw -4935743.729784 + Penalty 5149.372956 = -4930594.356827
  nChanged 31
		SP:Iteration 51Q (4593.900000 sec): 3 clusters
  Score: Raw -4935749.780714 + Penalty 5149.372956 = -4930600.407757
  nChanged 31
		SP:Iteration 52Q (4594.000000 sec): 3 clusters
  Score: Raw -4935755.685073 + Penalty 5149.372956 = -4930606.312117
  nChanged 27
		SP:Iteration 53Q (4594.090000 sec): 3 clusters
  Score: Raw -4935761.938365 + Penalty 5149.372956 = -4930612.565409
  nChanged 34
		SP:Iteration 54Q (4594.180000 sec): 3 clusters
  Score: Raw -4935770.869202 + Penalty 5149.372956 = -4930621.496245
  nChanged 37
		SP:Iteration 55Q (4594.270000 sec): 3 clusters
  Score: Raw -4935780.901533 + Penalty 5149.372956 = -4930631.528577
  nChanged 48
		SP:Iteration 56Q (4594.360000 sec): 3 clusters
  Score: Raw -4935793.205547 + Penalty 5149.372956 = -4930643.832591
  nChanged 41
		SP:Iteration 57Q (4594.450000 sec): 3 clusters
  Score: Raw -4935805.489546 + Penalty 5149.372956 = -4930656.116589
  nChanged 37
		SP:Iteration 58Q (4594.540000 sec): 3 clusters
  Score: Raw -4935815.270996 + Penalty 5149.372956 = -4930665.898039
  nChanged 33
		SP:Iteration 59Q (4594.640000 sec): 3 clusters
  Score: Raw -4935824.375132 + Penalty 5149.372956 = -4930675.002176
  nChanged 35
		SP:Iteration 60F (4594.760000 sec): 3 clusters
  Score: Raw -4935832.907042 + Penalty 5149.372956 = -4930683.534086
  nChanged 26
		SP:Iteration 61Q (4594.850000 sec): 3 clusters
  Score: Raw -4935839.790059 + Penalty 5149.372956 = -4930690.417102
  nChanged 23
		SP:Iteration 62Q (4594.940000 sec): 3 clusters
  Score: Raw -4935846.589250 + Penalty 5149.372956 = -4930697.216294
  nChanged 25
		SP:Iteration 63Q (4595.040000 sec): 3 clusters
  Score: Raw -4935853.048770 + Penalty 5149.372956 = -4930703.675814
  nChanged 26
		SP:Iteration 64Q (4595.130000 sec): 3 clusters
  Score: Raw -4935860.129304 + Penalty 5149.372956 = -4930710.756348
  nChanged 31
		SP:Iteration 65Q (4595.220000 sec): 3 clusters
  Score: Raw -4935871.155059 + Penalty 5149.372956 = -4930721.782103
  nChanged 32
		SP:Iteration 66Q (4595.310000 sec): 3 clusters
  Score: Raw -4935880.028153 + Penalty 5149.372956 = -4930730.655197
  nChanged 26
		SP:Iteration 67Q (4595.400000 sec): 3 clusters
  Score: Raw -4935885.932334 + Penalty 5149.372956 = -4930736.559378
  nChanged 26
		SP:Iteration 68Q (4595.500000 sec): 3 clusters
  Score: Raw -4935892.614107 + Penalty 5149.372956 = -4930743.241151
  nChanged 25
		SP:Iteration 69Q (4595.590000 sec): 3 clusters
  Score: Raw -4935899.643408 + Penalty 5149.372956 = -4930750.270451
  nChanged 22
		SP:Iteration 70Q (4595.680000 sec): 3 clusters
  Score: Raw -4935906.278396 + Penalty 5149.372956 = -4930756.905440
  nChanged 21
		SP:Iteration 71Q (4595.770000 sec): 3 clusters
  Score: Raw -4935912.363207 + Penalty 5149.372956 = -4930762.990250
  nChanged 24
		SP:Iteration 72Q (4595.860000 sec): 3 clusters
  Score: Raw -4935919.898579 + Penalty 5149.372956 = -4930770.525622
  nChanged 26
		SP:Iteration 73Q (4595.960000 sec): 3 clusters
  Score: Raw -4935927.185995 + Penalty 5149.372956 = -4930777.813038
  nChanged 28
		SP:Iteration 74Q (4596.040000 sec): 3 clusters
  Score: Raw -4935936.650415 + Penalty 5149.372956 = -4930787.277459
  nChanged 22
		SP:Iteration 75Q (4596.140000 sec): 3 clusters
  Score: Raw -4935942.505436 + Penalty 5149.372956 = -4930793.132479
  nChanged 23
		SP:Iteration 76Q (4596.230000 sec): 3 clusters
  Score: Raw -4935948.356193 + Penalty 5149.372956 = -4930798.983236
  nChanged 15
		SP:Iteration 77Q (4596.320000 sec): 3 clusters
  Score: Raw -4935953.700177 + Penalty 5149.372956 = -4930804.327221
  nChanged 21
		SP:Iteration 78Q (4596.410000 sec): 3 clusters
  Score: Raw -4935960.494264 + Penalty 5149.372956 = -4930811.121308
  nChanged 26
		SP:Iteration 79Q (4596.500000 sec): 3 clusters
  Score: Raw -4935967.874164 + Penalty 5149.372956 = -4930818.501208
  nChanged 18
		SP:Iteration 80F (4596.620000 sec): 3 clusters
  Score: Raw -4935974.559397 + Penalty 5149.372956 = -4930825.186440
  nChanged 22
		SP:Iteration 81Q (4596.710000 sec): 3 clusters
  Score: Raw -4935980.375705 + Penalty 5149.372956 = -4930831.002749
  nChanged 18
		SP:Iteration 82Q (4596.800000 sec): 3 clusters
  Score: Raw -4935986.087948 + Penalty 5149.372956 = -4930836.714992
  nChanged 18
		SP:Iteration 83Q (4596.890000 sec): 3 clusters
  Score: Raw -4935990.892709 + Penalty 5149.372956 = -4930841.519753
  nChanged 12
		SP:Iteration 84Q (4596.980000 sec): 3 clusters
  Score: Raw -4935995.104140 + Penalty 5149.372956 = -4930845.731184
  nChanged 15
		SP:Iteration 85Q (4597.070000 sec): 3 clusters
  Score: Raw -4935999.598355 + Penalty 5149.372956 = -4930850.225398
  nChanged 14
		SP:Iteration 86Q (4597.160000 sec): 3 clusters
  Score: Raw -4936003.749006 + Penalty 5149.372956 = -4930854.376050
  nChanged 17
		SP:Iteration 87Q (4597.250000 sec): 3 clusters
  Score: Raw -4936009.530709 + Penalty 5149.372956 = -4930860.157753
  nChanged 22
		SP:Iteration 88Q (4597.340000 sec): 3 clusters
  Score: Raw -4936016.609218 + Penalty 5149.372956 = -4930867.236262
  nChanged 20
		SP:Iteration 89Q (4597.430000 sec): 3 clusters
  Score: Raw -4936022.000895 + Penalty 5149.372956 = -4930872.627939
  nChanged 17
		SP:Iteration 90Q (4597.520000 sec): 3 clusters
  Score: Raw -4936025.976463 + Penalty 5149.372956 = -4930876.603506
  nChanged 14
		SP:Iteration 91Q (4597.610000 sec): 3 clusters
  Score: Raw -4936029.692175 + Penalty 5149.372956 = -4930880.319219
  nChanged 12
		SP:Iteration 92Q (4597.700000 sec): 3 clusters
  Score: Raw -4936033.334631 + Penalty 5149.372956 = -4930883.961674
  nChanged 9
		SP:Iteration 93Q (4597.790000 sec): 3 clusters
  Score: Raw -4936035.843798 + Penalty 5149.372956 = -4930886.470841
  nChanged 8
		SP:Iteration 94Q (4597.880000 sec): 3 clusters
  Score: Raw -4936037.549621 + Penalty 5149.372956 = -4930888.176665
  nChanged 6
		SP:Iteration 95Q (4597.970000 sec): 3 clusters
  Score: Raw -4936039.233182 + Penalty 5149.372956 = -4930889.860226
  nChanged 8
		SP:Iteration 96Q (4598.060000 sec): 3 clusters
  Score: Raw -4936041.472825 + Penalty 5149.372956 = -4930892.099869
  nChanged 9
		SP:Iteration 97Q (4598.150000 sec): 3 clusters
  Score: Raw -4936044.476515 + Penalty 5149.372956 = -4930895.103559
  nChanged 8
		SP:Iteration 98Q (4598.240000 sec): 3 clusters
  Score: Raw -4936047.718396 + Penalty 5149.372956 = -4930898.345440
  nChanged 7
		SP:Iteration 99Q (4598.330000 sec): 3 clusters
  Score: Raw -4936050.078788 + Penalty 5149.372956 = -4930900.705831
  nChanged 9
		SP:Iteration 100F (4598.450000 sec): 3 clusters
  Score: Raw -4936052.168162 + Penalty 5149.372956 = -4930902.795206
  nChanged 5
		SP:Iteration 101Q (4598.540000 sec): 3 clusters
  Score: Raw -4936053.206728 + Penalty 5149.372956 = -4930903.833772
  nChanged 2
		SP:Iteration 102Q (4598.620000 sec): 3 clusters
  Score: Raw -4936054.013470 + Penalty 5149.372956 = -4930904.640514
  nChanged 0
		SP:Iteration 103F (4598.740000 sec): 3 clusters
  Score: Raw -4936054.013470 + Penalty 5149.372956 = -4930904.640514
  nChanged 0
Deleting Class 31 (158 points): Lose 1849.396383 but Gain 3374.686117
Iteration 59Q (4606.830000 sec): 31 clusters
  Score: Raw -117596618.312080 + Penalty 101240.583519 = -117495377.728561
  nChanged 2250
Deleting Class 29 (311 points): Lose 3353.489515 but Gain 3374.686117
Iteration 60F (4638.820000 sec): 30 clusters
  Score: Raw -117596041.157344 + Penalty 97865.897402 = -117498175.259942
  nChanged 2214
Iteration 61Q (4646.810000 sec): 30 clusters
  Score: Raw -117598852.871028 + Penalty 97865.897402 = -117500986.973626
  nChanged 1706
Iteration 62Q (4654.810000 sec): 30 clusters
  Score: Raw -117599311.925384 + Penalty 97865.897402 = -117501446.027983
  nChanged 1481
Iteration 63Q (4662.760000 sec): 30 clusters
  Score: Raw -117599549.725556 + Penalty 97865.897402 = -117501683.828154
  nChanged 1229
Iteration 64Q (4670.710000 sec): 30 clusters
  Score: Raw -117599682.507726 + Penalty 97865.897402 = -117501816.610324
  nChanged 1101
Iteration 65Q (4678.640000 sec): 30 clusters
  Score: Raw -117599784.330017 + Penalty 97865.897402 = -117501918.432615
  nChanged 972
Iteration 66Q (4686.580000 sec): 30 clusters
  Score: Raw -117599864.346463 + Penalty 97865.897402 = -117501998.449061
  nChanged 838
Iteration 67Q (4694.510000 sec): 30 clusters
  Score: Raw -117599916.988733 + Penalty 97865.897402 = -117502051.091332
  nChanged 752
Iteration 68Q (4702.430000 sec): 30 clusters
  Score: Raw -117599996.544800 + Penalty 97865.897402 = -117502130.647398
  nChanged 705
Iteration 69Q (4710.380000 sec): 30 clusters
  Score: Raw -117600043.898112 + Penalty 97865.897402 = -117502178.000711
  nChanged 686
Iteration 70Q (4718.280000 sec): 30 clusters
  Score: Raw -117600107.375234 + Penalty 97865.897402 = -117502241.477833
  nChanged 663
Iteration 71Q (4726.200000 sec): 30 clusters
  Score: Raw -117600215.618237 + Penalty 97865.897402 = -117502349.720836
  nChanged 598
Iteration 72Q (4734.100000 sec): 30 clusters
  Score: Raw -117600294.180010 + Penalty 97865.897402 = -117502428.282608
  nChanged 567
Iteration 73Q (4742.000000 sec): 30 clusters
  Score: Raw -117600345.122982 + Penalty 97865.897402 = -117502479.225580
  nChanged 524
Iteration 74Q (4749.890000 sec): 30 clusters
  Score: Raw -117600385.924317 + Penalty 97865.897402 = -117502520.026915
  nChanged 479
Iteration 75Q (4757.770000 sec): 30 clusters
  Score: Raw -117600411.798880 + Penalty 97865.897402 = -117502545.901478
  nChanged 448
Iteration 76Q (4765.670000 sec): 30 clusters
  Score: Raw -117600430.609516 + Penalty 97865.897402 = -117502564.712114
  nChanged 390
Iteration 77Q (4773.560000 sec): 30 clusters
  Score: Raw -117600446.283011 + Penalty 97865.897402 = -117502580.385609
  nChanged 351
Iteration 78Q (4781.450000 sec): 30 clusters
  Score: Raw -117600460.532973 + Penalty 97865.897402 = -117502594.635572
  nChanged 343
Iteration 79Q (4789.340000 sec): 30 clusters
  Score: Raw -117600472.261813 + Penalty 97865.897402 = -117502606.364411
  nChanged 334
Iteration 80F (4820.390000 sec): 30 clusters
  Score: Raw -117600592.053810 + Penalty 97865.897402 = -117502726.156408
  nChanged 319
Iteration 81Q (4828.330000 sec): 30 clusters
  Score: Raw -117600738.497922 + Penalty 97865.897402 = -117502872.600521
  nChanged 286
Iteration 82Q (4836.250000 sec): 30 clusters
  Score: Raw -117600825.963951 + Penalty 97865.897402 = -117502960.066549
  nChanged 290
Iteration 83Q (4844.190000 sec): 30 clusters
  Score: Raw -117600860.914698 + Penalty 97865.897402 = -117502995.017297
  nChanged 286
Iteration 84Q (4852.110000 sec): 30 clusters
  Score: Raw -117600885.634725 + Penalty 97865.897402 = -117503019.737324
  nChanged 257
Iteration 85Q (4860.030000 sec): 30 clusters
  Score: Raw -117600895.221330 + Penalty 97865.897402 = -117503029.323928
  nChanged 227
Iteration 86Q (4867.980000 sec): 30 clusters
  Score: Raw -117600903.061254 + Penalty 97865.897402 = -117503037.163853
  nChanged 210
Iteration 87Q (4875.920000 sec): 30 clusters
  Score: Raw -117600910.587576 + Penalty 97865.897402 = -117503044.690175
  nChanged 181
Iteration 88Q (4883.850000 sec): 30 clusters
  Score: Raw -117600916.390058 + Penalty 97865.897402 = -117503050.492657
  nChanged 179
Iteration 89Q (4891.800000 sec): 30 clusters
  Score: Raw -117600921.514868 + Penalty 97865.897402 = -117503055.617466
  nChanged 169
Iteration 90Q (4899.720000 sec): 30 clusters
  Score: Raw -117600926.794401 + Penalty 97865.897402 = -117503060.896999
  nChanged 140
Iteration 91Q (4907.680000 sec): 30 clusters
  Score: Raw -117600931.595221 + Penalty 97865.897402 = -117503065.697819
  nChanged 150
Iteration 92Q (4915.630000 sec): 30 clusters
  Score: Raw -117600936.204715 + Penalty 97865.897402 = -117503070.307313
  nChanged 140
Iteration 93Q (4923.580000 sec): 30 clusters
  Score: Raw -117600940.816523 + Penalty 97865.897402 = -117503074.919121
  nChanged 140
Iteration 94Q (4931.540000 sec): 30 clusters
  Score: Raw -117600945.659527 + Penalty 97865.897402 = -117503079.762125
  nChanged 123
Iteration 95Q (4939.480000 sec): 30 clusters
  Score: Raw -117600950.073165 + Penalty 97865.897402 = -117503084.175763
  nChanged 103
Iteration 96Q (4947.400000 sec): 30 clusters
  Score: Raw -117600954.316074 + Penalty 97865.897402 = -117503088.418672
  nChanged 101
Iteration 97Q (4955.310000 sec): 30 clusters
  Score: Raw -117600958.277402 + Penalty 97865.897402 = -117503092.380001
  nChanged 107
Iteration 98Q (4963.290000 sec): 30 clusters
  Score: Raw -117600962.997859 + Penalty 97865.897402 = -117503097.100457
  nChanged 101
Writing temp clu file 
Because OldScore, -117503092.380001, is greater than current (better) Score,-117503097.100457 
 Compute initial score before splitting:   Score: Raw -117600962.997859 + Penalty 97865.897402 = -117503097.100457
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4963.450000 sec): 2 clusters
  Score: Raw -1044733.023530 + Penalty 2200.028897 = -1042532.994633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4963.470000 sec): 3 clusters
  Score: Raw -1041102.376651 + Penalty 4400.057795 = -1036702.318856
  nChanged 2803
		SP:Iteration 1F (4963.500000 sec): 3 clusters
  Score: Raw -1042666.443963 + Penalty 4400.057795 = -1038266.386168
  nChanged 470
		SP:Iteration 2F (4963.520000 sec): 3 clusters
  Score: Raw -1042886.605049 + Penalty 4400.057795 = -1038486.547254
  nChanged 325
		SP:Iteration 3Q (4963.550000 sec): 3 clusters
  Score: Raw -1043027.003872 + Penalty 4400.057795 = -1038626.946077
  nChanged 259
		SP:Iteration 4Q (4963.580000 sec): 3 clusters
  Score: Raw -1043144.281213 + Penalty 4400.057795 = -1038744.223418
  nChanged 225
		SP:Iteration 5Q (4963.600000 sec): 3 clusters
  Score: Raw -1043241.242948 + Penalty 4400.057795 = -1038841.185153
  nChanged 177
		SP:Iteration 6Q (4963.630000 sec): 3 clusters
  Score: Raw -1043309.999806 + Penalty 4400.057795 = -1038909.942012
  nChanged 142
		SP:Iteration 7Q (4963.650000 sec): 3 clusters
  Score: Raw -1043368.433676 + Penalty 4400.057795 = -1038968.375881
  nChanged 130
		SP:Iteration 8Q (4963.680000 sec): 3 clusters
  Score: Raw -1043424.487800 + Penalty 4400.057795 = -1039024.430005
  nChanged 135
		SP:Iteration 9Q (4963.700000 sec): 3 clusters
  Score: Raw -1043487.295056 + Penalty 4400.057795 = -1039087.237261
  nChanged 144
		SP:Iteration 10Q (4963.730000 sec): 3 clusters
  Score: Raw -1043553.958211 + Penalty 4400.057795 = -1039153.900416
  nChanged 154
		SP:Iteration 11Q (4963.750000 sec): 3 clusters
  Score: Raw -1043624.042754 + Penalty 4400.057795 = -1039223.984959
  nChanged 146
		SP:Iteration 12Q (4963.780000 sec): 3 clusters
  Score: Raw -1043696.271649 + Penalty 4400.057795 = -1039296.213854
  nChanged 157
		SP:Iteration 13Q (4963.800000 sec): 3 clusters
  Score: Raw -1043785.173803 + Penalty 4400.057795 = -1039385.116008
  nChanged 164
		SP:Iteration 14Q (4963.830000 sec): 3 clusters
  Score: Raw -1043886.265200 + Penalty 4400.057795 = -1039486.207405
  nChanged 177
		SP:Iteration 15Q (4963.860000 sec): 3 clusters
  Score: Raw -1043995.800675 + Penalty 4400.057795 = -1039595.742880
  nChanged 193
		SP:Iteration 16Q (4963.880000 sec): 3 clusters
  Score: Raw -1044110.133372 + Penalty 4400.057795 = -1039710.075577
  nChanged 179
		SP:Iteration 17Q (4963.900000 sec): 3 clusters
  Score: Raw -1044208.298858 + Penalty 4400.057795 = -1039808.241063
  nChanged 161
		SP:Iteration 18Q (4963.930000 sec): 3 clusters
  Score: Raw -1044291.380890 + Penalty 4400.057795 = -1039891.323095
  nChanged 160
		SP:Iteration 19Q (4963.950000 sec): 3 clusters
  Score: Raw -1044382.068280 + Penalty 4400.057795 = -1039982.010485
  nChanged 155
		SP:Iteration 20F (4963.980000 sec): 3 clusters
  Score: Raw -1044461.287800 + Penalty 4400.057795 = -1040061.230005
  nChanged 114
		SP:Iteration 21Q (4964.000000 sec): 3 clusters
  Score: Raw -1044511.917430 + Penalty 4400.057795 = -1040111.859635
  nChanged 94
		SP:Iteration 22Q (4964.020000 sec): 3 clusters
  Score: Raw -1044553.019839 + Penalty 4400.057795 = -1040152.962044
  nChanged 91
		SP:Iteration 23Q (4964.040000 sec): 3 clusters
  Score: Raw -1044588.796925 + Penalty 4400.057795 = -1040188.739130
  nChanged 80
		SP:Iteration 24Q (4964.070000 sec): 3 clusters
  Score: Raw -1044620.546184 + Penalty 4400.057795 = -1040220.488389
  nChanged 66
		SP:Iteration 25Q (4964.090000 sec): 3 clusters
  Score: Raw -1044643.716844 + Penalty 4400.057795 = -1040243.659049
  nChanged 68
		SP:Iteration 26Q (4964.120000 sec): 3 clusters
  Score: Raw -1044667.578828 + Penalty 4400.057795 = -1040267.521033
  nChanged 51
		SP:Iteration 27Q (4964.140000 sec): 3 clusters
  Score: Raw -1044683.042038 + Penalty 4400.057795 = -1040282.984243
  nChanged 44
		SP:Iteration 28Q (4964.160000 sec): 3 clusters
  Score: Raw -1044696.140105 + Penalty 4400.057795 = -1040296.082310
  nChanged 37
		SP:Iteration 29Q (4964.180000 sec): 3 clusters
  Score: Raw -1044708.006601 + Penalty 4400.057795 = -1040307.948806
  nChanged 30
		SP:Iteration 30Q (4964.210000 sec): 3 clusters
  Score: Raw -1044718.531807 + Penalty 4400.057795 = -1040318.474012
  nChanged 30
		SP:Iteration 31Q (4964.230000 sec): 3 clusters
  Score: Raw -1044730.120090 + Penalty 4400.057795 = -1040330.062295
  nChanged 34
		SP:Iteration 32Q (4964.250000 sec): 3 clusters
  Score: Raw -1044740.204715 + Penalty 4400.057795 = -1040340.146920
  nChanged 35
		SP:Iteration 33Q (4964.280000 sec): 3 clusters
  Score: Raw -1044751.366946 + Penalty 4400.057795 = -1040351.309151
  nChanged 33
		SP:Iteration 34Q (4964.300000 sec): 3 clusters
  Score: Raw -1044761.780462 + Penalty 4400.057795 = -1040361.722667
  nChanged 28
		SP:Iteration 35Q (4964.320000 sec): 3 clusters
  Score: Raw -1044771.551721 + Penalty 4400.057795 = -1040371.493926
  nChanged 31
		SP:Iteration 36Q (4964.340000 sec): 3 clusters
  Score: Raw -1044782.733139 + Penalty 4400.057795 = -1040382.675344
  nChanged 30
		SP:Iteration 37Q (4964.360000 sec): 3 clusters
  Score: Raw -1044792.094986 + Penalty 4400.057795 = -1040392.037191
  nChanged 27
		SP:Iteration 38Q (4964.390000 sec): 3 clusters
  Score: Raw -1044800.875533 + Penalty 4400.057795 = -1040400.817738
  nChanged 35
		SP:Iteration 39Q (4964.410000 sec): 3 clusters
  Score: Raw -1044810.770359 + Penalty 4400.057795 = -1040410.712564
  nChanged 24
		SP:Iteration 40F (4964.440000 sec): 3 clusters
  Score: Raw -1044818.577221 + Penalty 4400.057795 = -1040418.519426
  nChanged 27
		SP:Iteration 41Q (4964.460000 sec): 3 clusters
  Score: Raw -1044828.188909 + Penalty 4400.057795 = -1040428.131114
  nChanged 31
		SP:Iteration 42Q (4964.480000 sec): 3 clusters
  Score: Raw -1044840.549439 + Penalty 4400.057795 = -1040440.491644
  nChanged 32
		SP:Iteration 43Q (4964.510000 sec): 3 clusters
  Score: Raw -1044852.968202 + Penalty 4400.057795 = -1040452.910407
  nChanged 31
		SP:Iteration 44Q (4964.530000 sec): 3 clusters
  Score: Raw -1044865.918042 + Penalty 4400.057795 = -1040465.860247
  nChanged 35
		SP:Iteration 45Q (4964.550000 sec): 3 clusters
  Score: Raw -1044879.466691 + Penalty 4400.057795 = -1040479.408896
  nChanged 31
		SP:Iteration 46Q (4964.580000 sec): 3 clusters
  Score: Raw -1044891.578050 + Penalty 4400.057795 = -1040491.520255
  nChanged 30
		SP:Iteration 47Q (4964.600000 sec): 3 clusters
  Score: Raw -1044901.036375 + Penalty 4400.057795 = -1040500.978580
  nChanged 25
		SP:Iteration 48Q (4964.620000 sec): 3 clusters
  Score: Raw -1044908.799873 + Penalty 4400.057795 = -1040508.742078
  nChanged 25
		SP:Iteration 49Q (4964.640000 sec): 3 clusters
  Score: Raw -1044917.070502 + Penalty 4400.057795 = -1040517.012707
  nChanged 20
		SP:Iteration 50Q (4964.670000 sec): 3 clusters
  Score: Raw -1044923.206751 + Penalty 4400.057795 = -1040523.148956
  nChanged 13
		SP:Iteration 51Q (4964.690000 sec): 3 clusters
  Score: Raw -1044928.381089 + Penalty 4400.057795 = -1040528.323294
  nChanged 13
		SP:Iteration 52Q (4964.710000 sec): 3 clusters
  Score: Raw -1044932.613411 + Penalty 4400.057795 = -1040532.555616
  nChanged 8
		SP:Iteration 53Q (4964.730000 sec): 3 clusters
  Score: Raw -1044935.429019 + Penalty 4400.057795 = -1040535.371224
  nChanged 7
		SP:Iteration 54Q (4964.750000 sec): 3 clusters
  Score: Raw -1044937.630326 + Penalty 4400.057795 = -1040537.572532
  nChanged 9
		SP:Iteration 55Q (4964.770000 sec): 3 clusters
  Score: Raw -1044942.648733 + Penalty 4400.057795 = -1040542.590938
  nChanged 10
		SP:Iteration 56Q (4964.790000 sec): 3 clusters
  Score: Raw -1044944.934759 + Penalty 4400.057795 = -1040544.876964
  nChanged 4
		SP:Iteration 57Q (4964.820000 sec): 3 clusters
  Score: Raw -1044945.972970 + Penalty 4400.057795 = -1040545.915175
  nChanged 1
		SP:Iteration 58Q (4964.840000 sec): 3 clusters
  Score: Raw -1044946.336858 + Penalty 4400.057795 = -1040546.279063
  nChanged 0
		SP:Iteration 59F (4964.870000 sec): 3 clusters
  Score: Raw -1044946.336858 + Penalty 4400.057795 = -1040546.279063
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4964.890000 sec): 2 clusters
  Score: Raw -1037330.277472 + Penalty 2201.971013 = -1035128.306458
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4964.910000 sec): 3 clusters
  Score: Raw -1033686.248270 + Penalty 4403.942027 = -1029282.306243
  nChanged 2833
		SP:Iteration 1F (4964.940000 sec): 3 clusters
  Score: Raw -1035214.515235 + Penalty 4403.942027 = -1030810.573208
  nChanged 523
		SP:Iteration 2F (4964.970000 sec): 3 clusters
  Score: Raw -1035535.384742 + Penalty 4403.942027 = -1031131.442715
  nChanged 409
		SP:Iteration 3F (4964.990000 sec): 3 clusters
  Score: Raw -1035743.588208 + Penalty 4403.942027 = -1031339.646181
  nChanged 323
		SP:Iteration 4Q (4965.020000 sec): 3 clusters
  Score: Raw -1035917.995691 + Penalty 4403.942027 = -1031514.053664
  nChanged 280
		SP:Iteration 5Q (4965.050000 sec): 3 clusters
  Score: Raw -1036063.584021 + Penalty 4403.942027 = -1031659.641994
  nChanged 247
		SP:Iteration 6Q (4965.070000 sec): 3 clusters
  Score: Raw -1036188.439368 + Penalty 4403.942027 = -1031784.497341
  nChanged 217
		SP:Iteration 7Q (4965.100000 sec): 3 clusters
  Score: Raw -1036287.339489 + Penalty 4403.942027 = -1031883.397462
  nChanged 185
		SP:Iteration 8Q (4965.120000 sec): 3 clusters
  Score: Raw -1036372.304372 + Penalty 4403.942027 = -1031968.362345
  nChanged 171
		SP:Iteration 9Q (4965.150000 sec): 3 clusters
  Score: Raw -1036459.000126 + Penalty 4403.942027 = -1032055.058099
  nChanged 181
		SP:Iteration 10Q (4965.170000 sec): 3 clusters
  Score: Raw -1036547.813267 + Penalty 4403.942027 = -1032143.871240
  nChanged 172
		SP:Iteration 11Q (4965.200000 sec): 3 clusters
  Score: Raw -1036640.647620 + Penalty 4403.942027 = -1032236.705593
  nChanged 177
		SP:Iteration 12Q (4965.230000 sec): 3 clusters
  Score: Raw -1036733.726208 + Penalty 4403.942027 = -1032329.784182
  nChanged 151
		SP:Iteration 13Q (4965.250000 sec): 3 clusters
  Score: Raw -1036820.347964 + Penalty 4403.942027 = -1032416.405937
  nChanged 166
		SP:Iteration 14Q (4965.280000 sec): 3 clusters
  Score: Raw -1036908.399679 + Penalty 4403.942027 = -1032504.457652
  nChanged 141
		SP:Iteration 15Q (4965.300000 sec): 3 clusters
  Score: Raw -1036973.762324 + Penalty 4403.942027 = -1032569.820297
  nChanged 119
		SP:Iteration 16Q (4965.330000 sec): 3 clusters
  Score: Raw -1037025.809378 + Penalty 4403.942027 = -1032621.867351
  nChanged 110
		SP:Iteration 17Q (4965.350000 sec): 3 clusters
  Score: Raw -1037077.322982 + Penalty 4403.942027 = -1032673.380956
  nChanged 115
		SP:Iteration 18Q (4965.380000 sec): 3 clusters
  Score: Raw -1037134.960494 + Penalty 4403.942027 = -1032731.018468
  nChanged 107
		SP:Iteration 19Q (4965.400000 sec): 3 clusters
  Score: Raw -1037185.084497 + Penalty 4403.942027 = -1032781.142470
  nChanged 78
		SP:Iteration 20F (4965.430000 sec): 3 clusters
  Score: Raw -1037220.384250 + Penalty 4403.942027 = -1032816.442223
  nChanged 86
		SP:Iteration 21Q (4965.450000 sec): 3 clusters
  Score: Raw -1037259.538182 + Penalty 4403.942027 = -1032855.596155
  nChanged 70
		SP:Iteration 22Q (4965.480000 sec): 3 clusters
  Score: Raw -1037288.610726 + Penalty 4403.942027 = -1032884.668699
  nChanged 70
		SP:Iteration 23Q (4965.500000 sec): 3 clusters
  Score: Raw -1037317.222099 + Penalty 4403.942027 = -1032913.280072
  nChanged 63
		SP:Iteration 24Q (4965.530000 sec): 3 clusters
  Score: Raw -1037343.862508 + Penalty 4403.942027 = -1032939.920481
  nChanged 62
		SP:Iteration 25Q (4965.550000 sec): 3 clusters
  Score: Raw -1037368.810738 + Penalty 4403.942027 = -1032964.868711
  nChanged 50
		SP:Iteration 26Q (4965.570000 sec): 3 clusters
  Score: Raw -1037385.158080 + Penalty 4403.942027 = -1032981.216053
  nChanged 37
		SP:Iteration 27Q (4965.600000 sec): 3 clusters
  Score: Raw -1037395.529632 + Penalty 4403.942027 = -1032991.587605
  nChanged 26
		SP:Iteration 28Q (4965.620000 sec): 3 clusters
  Score: Raw -1037404.403926 + Penalty 4403.942027 = -1033000.461899
  nChanged 26
		SP:Iteration 29Q (4965.650000 sec): 3 clusters
  Score: Raw -1037411.261120 + Penalty 4403.942027 = -1033007.319094
  nChanged 18
		SP:Iteration 30Q (4965.670000 sec): 3 clusters
  Score: Raw -1037415.505055 + Penalty 4403.942027 = -1033011.563028
  nChanged 11
		SP:Iteration 31Q (4965.690000 sec): 3 clusters
  Score: Raw -1037418.481281 + Penalty 4403.942027 = -1033014.539254
  nChanged 6
		SP:Iteration 32Q (4965.720000 sec): 3 clusters
  Score: Raw -1037420.004758 + Penalty 4403.942027 = -1033016.062731
  nChanged 4
		SP:Iteration 33Q (4965.740000 sec): 3 clusters
  Score: Raw -1037420.785602 + Penalty 4403.942027 = -1033016.843575
  nChanged 2
		SP:Iteration 34Q (4965.760000 sec): 3 clusters
  Score: Raw -1037421.051070 + Penalty 4403.942027 = -1033017.109043
  nChanged 1
		SP:Iteration 35Q (4965.790000 sec): 3 clusters
  Score: Raw -1037421.151501 + Penalty 4403.942027 = -1033017.209474
  nChanged 1
		SP:Iteration 36Q (4965.810000 sec): 3 clusters
  Score: Raw -1037421.212957 + Penalty 4403.942027 = -1033017.270930
  nChanged 0
		SP:Iteration 37F (4965.840000 sec): 3 clusters
  Score: Raw -1037421.212957 + Penalty 4403.942027 = -1033017.270930
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (26943 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4965.930000 sec): 2 clusters
  Score: Raw -3981165.772078 + Penalty 2529.966743 = -3978635.805335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4966.030000 sec): 3 clusters
  Score: Raw -3965119.575611 + Penalty 5059.933486 = -3960059.642125
  nChanged 11984
		SP:Iteration 1F (4966.130000 sec): 3 clusters
  Score: Raw -3971637.934159 + Penalty 5059.933486 = -3966578.000673
  nChanged 1358
		SP:Iteration 2F (4966.220000 sec): 3 clusters
  Score: Raw -3972101.859885 + Penalty 5059.933486 = -3967041.926399
  nChanged 1250
		SP:Iteration 3Q (4966.320000 sec): 3 clusters
  Score: Raw -3972537.086584 + Penalty 5059.933486 = -3967477.153098
  nChanged 1208
		SP:Iteration 4Q (4966.420000 sec): 3 clusters
  Score: Raw -3972981.763821 + Penalty 5059.933486 = -3967921.830335
  nChanged 1202
		SP:Iteration 5Q (4966.520000 sec): 3 clusters
  Score: Raw -3973480.584275 + Penalty 5059.933486 = -3968420.650789
  nChanged 1290
		SP:Iteration 6Q (4966.620000 sec): 3 clusters
  Score: Raw -3974103.334514 + Penalty 5059.933486 = -3969043.401028
  nChanged 1505
		SP:Iteration 7F (4966.710000 sec): 3 clusters
  Score: Raw -3974984.144797 + Penalty 5059.933486 = -3969924.211311
  nChanged 1612
		SP:Iteration 8F (4966.810000 sec): 3 clusters
  Score: Raw -3976099.678488 + Penalty 5059.933486 = -3971039.745002
  nChanged 1639
		SP:Iteration 9F (4966.910000 sec): 3 clusters
  Score: Raw -3977322.264539 + Penalty 5059.933486 = -3972262.331053
  nChanged 1422
		SP:Iteration 10F (4967.000000 sec): 3 clusters
  Score: Raw -3978488.526807 + Penalty 5059.933486 = -3973428.593321
  nChanged 1142
		SP:Iteration 11Q (4967.100000 sec): 3 clusters
  Score: Raw -3979484.327321 + Penalty 5059.933486 = -3974424.393835
  nChanged 792
		SP:Iteration 12Q (4967.190000 sec): 3 clusters
  Score: Raw -3980165.842174 + Penalty 5059.933486 = -3975105.908688
  nChanged 530
		SP:Iteration 13Q (4967.280000 sec): 3 clusters
  Score: Raw -3980593.478887 + Penalty 5059.933486 = -3975533.545401
  nChanged 374
		SP:Iteration 14Q (4967.360000 sec): 3 clusters
  Score: Raw -3980874.889730 + Penalty 5059.933486 = -3975814.956244
  nChanged 272
		SP:Iteration 15Q (4967.440000 sec): 3 clusters
  Score: Raw -3981055.986332 + Penalty 5059.933486 = -3975996.052846
  nChanged 201
		SP:Iteration 16Q (4967.520000 sec): 3 clusters
  Score: Raw -3981179.888530 + Penalty 5059.933486 = -3976119.955044
  nChanged 172
		SP:Iteration 17Q (4967.590000 sec): 3 clusters
  Score: Raw -3981272.460514 + Penalty 5059.933486 = -3976212.527028
  nChanged 126
		SP:Iteration 18Q (4967.660000 sec): 3 clusters
  Score: Raw -3981329.495660 + Penalty 5059.933486 = -3976269.562174
  nChanged 92
		SP:Iteration 19Q (4967.740000 sec): 3 clusters
  Score: Raw -3981375.130423 + Penalty 5059.933486 = -3976315.196937
  nChanged 72
		SP:Iteration 20F (4967.840000 sec): 3 clusters
  Score: Raw -3981406.612771 + Penalty 5059.933486 = -3976346.679285
  nChanged 63
		SP:Iteration 21Q (4967.910000 sec): 3 clusters
  Score: Raw -3981429.977098 + Penalty 5059.933486 = -3976370.043612
  nChanged 56
		SP:Iteration 22Q (4967.980000 sec): 3 clusters
  Score: Raw -3981448.063907 + Penalty 5059.933486 = -3976388.130421
  nChanged 33
		SP:Iteration 23Q (4968.050000 sec): 3 clusters
  Score: Raw -3981457.735616 + Penalty 5059.933486 = -3976397.802130
  nChanged 24
		SP:Iteration 24Q (4968.120000 sec): 3 clusters
  Score: Raw -3981465.970727 + Penalty 5059.933486 = -3976406.037241
  nChanged 30
		SP:Iteration 25Q (4968.200000 sec): 3 clusters
  Score: Raw -3981476.498315 + Penalty 5059.933486 = -3976416.564829
  nChanged 24
		SP:Iteration 26Q (4968.270000 sec): 3 clusters
  Score: Raw -3981483.844158 + Penalty 5059.933486 = -3976423.910672
  nChanged 26
		SP:Iteration 27Q (4968.340000 sec): 3 clusters
  Score: Raw -3981492.919532 + Penalty 5059.933486 = -3976432.986046
  nChanged 22
		SP:Iteration 28Q (4968.410000 sec): 3 clusters
  Score: Raw -3981500.351982 + Penalty 5059.933486 = -3976440.418496
  nChanged 16
		SP:Iteration 29Q (4968.480000 sec): 3 clusters
  Score: Raw -3981506.181627 + Penalty 5059.933486 = -3976446.248141
  nChanged 18
		SP:Iteration 30Q (4968.560000 sec): 3 clusters
  Score: Raw -3981510.946644 + Penalty 5059.933486 = -3976451.013158
  nChanged 14
		SP:Iteration 31Q (4968.630000 sec): 3 clusters
  Score: Raw -3981515.186101 + Penalty 5059.933486 = -3976455.252615
  nChanged 11
		SP:Iteration 32Q (4968.700000 sec): 3 clusters
  Score: Raw -3981518.157056 + Penalty 5059.933486 = -3976458.223570
  nChanged 14
		SP:Iteration 33Q (4968.770000 sec): 3 clusters
  Score: Raw -3981521.944017 + Penalty 5059.933486 = -3976462.010531
  nChanged 6
		SP:Iteration 34Q (4968.840000 sec): 3 clusters
  Score: Raw -3981523.471351 + Penalty 5059.933486 = -3976463.537865
  nChanged 10
		SP:Iteration 35Q (4968.910000 sec): 3 clusters
  Score: Raw -3981526.374772 + Penalty 5059.933486 = -3976466.441286
  nChanged 6
		SP:Iteration 36Q (4968.980000 sec): 3 clusters
  Score: Raw -3981528.647652 + Penalty 5059.933486 = -3976468.714166
  nChanged 7
		SP:Iteration 37Q (4969.060000 sec): 3 clusters
  Score: Raw -3981531.709647 + Penalty 5059.933486 = -3976471.776161
  nChanged 8
		SP:Iteration 38Q (4969.120000 sec): 3 clusters
  Score: Raw -3981534.220881 + Penalty 5059.933486 = -3976474.287395
  nChanged 6
		SP:Iteration 39Q (4969.200000 sec): 3 clusters
  Score: Raw -3981536.196607 + Penalty 5059.933486 = -3976476.263121
  nChanged 7
		SP:Iteration 40F (4969.290000 sec): 3 clusters
  Score: Raw -3981538.329531 + Penalty 5059.933486 = -3976478.396045
  nChanged 7
		SP:Iteration 41Q (4969.360000 sec): 3 clusters
  Score: Raw -3981539.818556 + Penalty 5059.933486 = -3976479.885070
  nChanged 2
		SP:Iteration 42Q (4969.440000 sec): 3 clusters
  Score: Raw -3981540.460240 + Penalty 5059.933486 = -3976480.526754
  nChanged 2
		SP:Iteration 43Q (4969.500000 sec): 3 clusters
  Score: Raw -3981541.049012 + Penalty 5059.933486 = -3976481.115526
  nChanged 4
		SP:Iteration 44Q (4969.580000 sec): 3 clusters
  Score: Raw -3981541.928637 + Penalty 5059.933486 = -3976481.995151
  nChanged 2
		SP:Iteration 45Q (4969.650000 sec): 3 clusters
  Score: Raw -3981542.161754 + Penalty 5059.933486 = -3976482.228268
  nChanged 2
		SP:Iteration 46Q (4969.720000 sec): 3 clusters
  Score: Raw -3981542.574127 + Penalty 5059.933486 = -3976482.640641
  nChanged 1
		SP:Iteration 47Q (4969.790000 sec): 3 clusters
  Score: Raw -3981542.836466 + Penalty 5059.933486 = -3976482.902980
  nChanged 0
		SP:Iteration 48F (4969.880000 sec): 3 clusters
  Score: Raw -3981542.836466 + Penalty 5059.933486 = -3976482.902980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (23767 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4969.960000 sec): 2 clusters
  Score: Raw -3294358.032165 + Penalty 2498.861229 = -3291859.170936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4970.050000 sec): 3 clusters
  Score: Raw -3280411.202659 + Penalty 4997.722458 = -3275413.480201
  nChanged 10489
		SP:Iteration 1F (4970.130000 sec): 3 clusters
  Score: Raw -3286291.937925 + Penalty 4997.722458 = -3281294.215467
  nChanged 1387
		SP:Iteration 2F (4970.220000 sec): 3 clusters
  Score: Raw -3286874.960406 + Penalty 4997.722458 = -3281877.237948
  nChanged 1253
		SP:Iteration 3F (4970.300000 sec): 3 clusters
  Score: Raw -3287450.167960 + Penalty 4997.722458 = -3282452.445502
  nChanged 1223
		SP:Iteration 4F (4970.390000 sec): 3 clusters
  Score: Raw -3288061.621820 + Penalty 4997.722458 = -3283063.899362
  nChanged 1210
		SP:Iteration 5F (4970.480000 sec): 3 clusters
  Score: Raw -3288697.863088 + Penalty 4997.722458 = -3283700.140630
  nChanged 1212
		SP:Iteration 6F (4970.560000 sec): 3 clusters
  Score: Raw -3289334.378722 + Penalty 4997.722458 = -3284336.656264
  nChanged 1167
		SP:Iteration 7Q (4970.650000 sec): 3 clusters
  Score: Raw -3290010.520889 + Penalty 4997.722458 = -3285012.798430
  nChanged 1120
		SP:Iteration 8Q (4970.740000 sec): 3 clusters
  Score: Raw -3290720.533349 + Penalty 4997.722458 = -3285722.810891
  nChanged 1049
		SP:Iteration 9Q (4970.820000 sec): 3 clusters
  Score: Raw -3291473.662014 + Penalty 4997.722458 = -3286475.939556
  nChanged 1000
		SP:Iteration 10Q (4970.910000 sec): 3 clusters
  Score: Raw -3292137.232188 + Penalty 4997.722458 = -3287139.509730
  nChanged 837
		SP:Iteration 11Q (4971.000000 sec): 3 clusters
  Score: Raw -3292570.676624 + Penalty 4997.722458 = -3287572.954166
  nChanged 597
		SP:Iteration 12Q (4971.080000 sec): 3 clusters
  Score: Raw -3292825.272422 + Penalty 4997.722458 = -3287827.549963
  nChanged 429
		SP:Iteration 13Q (4971.170000 sec): 3 clusters
  Score: Raw -3292981.574280 + Penalty 4997.722458 = -3287983.851822
  nChanged 309
		SP:Iteration 14Q (4971.250000 sec): 3 clusters
  Score: Raw -3293079.874482 + Penalty 4997.722458 = -3288082.152024
  nChanged 248
		SP:Iteration 15Q (4971.330000 sec): 3 clusters
  Score: Raw -3293156.296166 + Penalty 4997.722458 = -3288158.573708
  nChanged 221
		SP:Iteration 16Q (4971.410000 sec): 3 clusters
  Score: Raw -3293217.835515 + Penalty 4997.722458 = -3288220.113057
  nChanged 198
		SP:Iteration 17Q (4971.490000 sec): 3 clusters
  Score: Raw -3293274.322799 + Penalty 4997.722458 = -3288276.600341
  nChanged 199
		SP:Iteration 18Q (4971.570000 sec): 3 clusters
  Score: Raw -3293330.934698 + Penalty 4997.722458 = -3288333.212240
  nChanged 190
		SP:Iteration 19Q (4971.650000 sec): 3 clusters
  Score: Raw -3293379.551605 + Penalty 4997.722458 = -3288381.829147
  nChanged 178
		SP:Iteration 20F (4971.740000 sec): 3 clusters
  Score: Raw -3293427.771725 + Penalty 4997.722458 = -3288430.049267
  nChanged 191
		SP:Iteration 21Q (4971.820000 sec): 3 clusters
  Score: Raw -3293476.841525 + Penalty 4997.722458 = -3288479.119067
  nChanged 176
		SP:Iteration 22Q (4971.890000 sec): 3 clusters
  Score: Raw -3293524.697257 + Penalty 4997.722458 = -3288526.974799
  nChanged 171
		SP:Iteration 23Q (4971.970000 sec): 3 clusters
  Score: Raw -3293573.431634 + Penalty 4997.722458 = -3288575.709176
  nChanged 177
		SP:Iteration 24Q (4972.050000 sec): 3 clusters
  Score: Raw -3293622.391185 + Penalty 4997.722458 = -3288624.668727
  nChanged 185
		SP:Iteration 25Q (4972.120000 sec): 3 clusters
  Score: Raw -3293671.720230 + Penalty 4997.722458 = -3288673.997772
  nChanged 162
		SP:Iteration 26Q (4972.200000 sec): 3 clusters
  Score: Raw -3293714.827341 + Penalty 4997.722458 = -3288717.104883
  nChanged 154
		SP:Iteration 27Q (4972.280000 sec): 3 clusters
  Score: Raw -3293755.558027 + Penalty 4997.722458 = -3288757.835569
  nChanged 156
		SP:Iteration 28Q (4972.360000 sec): 3 clusters
  Score: Raw -3293797.326565 + Penalty 4997.722458 = -3288799.604107
  nChanged 140
		SP:Iteration 29Q (4972.430000 sec): 3 clusters
  Score: Raw -3293837.004945 + Penalty 4997.722458 = -3288839.282487
  nChanged 160
		SP:Iteration 30Q (4972.500000 sec): 3 clusters
  Score: Raw -3293882.947438 + Penalty 4997.722458 = -3288885.224980
  nChanged 147
		SP:Iteration 31Q (4972.580000 sec): 3 clusters
  Score: Raw -3293927.775611 + Penalty 4997.722458 = -3288930.053153
  nChanged 140
		SP:Iteration 32Q (4972.660000 sec): 3 clusters
  Score: Raw -3293972.041375 + Penalty 4997.722458 = -3288974.318917
  nChanged 154
		SP:Iteration 33Q (4972.730000 sec): 3 clusters
  Score: Raw -3294026.539116 + Penalty 4997.722458 = -3289028.816657
  nChanged 148
		SP:Iteration 34Q (4972.800000 sec): 3 clusters
  Score: Raw -3294080.903628 + Penalty 4997.722458 = -3289083.181170
  nChanged 152
		SP:Iteration 35Q (4972.880000 sec): 3 clusters
  Score: Raw -3294131.201053 + Penalty 4997.722458 = -3289133.478595
  nChanged 132
		SP:Iteration 36Q (4972.950000 sec): 3 clusters
  Score: Raw -3294172.272618 + Penalty 4997.722458 = -3289174.550160
  nChanged 142
		SP:Iteration 37Q (4973.020000 sec): 3 clusters
  Score: Raw -3294227.353149 + Penalty 4997.722458 = -3289229.630691
  nChanged 124
		SP:Iteration 38Q (4973.090000 sec): 3 clusters
  Score: Raw -3294273.102184 + Penalty 4997.722458 = -3289275.379726
  nChanged 116
		SP:Iteration 39Q (4973.160000 sec): 3 clusters
  Score: Raw -3294311.716342 + Penalty 4997.722458 = -3289313.993884
  nChanged 117
		SP:Iteration 40F (4973.250000 sec): 3 clusters
  Score: Raw -3294351.650196 + Penalty 4997.722458 = -3289353.927738
  nChanged 116
		SP:Iteration 41Q (4973.320000 sec): 3 clusters
  Score: Raw -3294385.180814 + Penalty 4997.722458 = -3289387.458356
  nChanged 113
		SP:Iteration 42Q (4973.390000 sec): 3 clusters
  Score: Raw -3294418.576447 + Penalty 4997.722458 = -3289420.853989
  nChanged 108
		SP:Iteration 43Q (4973.460000 sec): 3 clusters
  Score: Raw -3294448.237023 + Penalty 4997.722458 = -3289450.514565
  nChanged 97
		SP:Iteration 44Q (4973.530000 sec): 3 clusters
  Score: Raw -3294475.095160 + Penalty 4997.722458 = -3289477.372702
  nChanged 80
		SP:Iteration 45Q (4973.600000 sec): 3 clusters
  Score: Raw -3294496.733304 + Penalty 4997.722458 = -3289499.010845
  nChanged 70
		SP:Iteration 46Q (4973.670000 sec): 3 clusters
  Score: Raw -3294515.991697 + Penalty 4997.722458 = -3289518.269239
  nChanged 69
		SP:Iteration 47Q (4973.740000 sec): 3 clusters
  Score: Raw -3294533.118047 + Penalty 4997.722458 = -3289535.395589
  nChanged 67
		SP:Iteration 48Q (4973.810000 sec): 3 clusters
  Score: Raw -3294550.248669 + Penalty 4997.722458 = -3289552.526211
  nChanged 58
		SP:Iteration 49Q (4973.880000 sec): 3 clusters
  Score: Raw -3294564.419219 + Penalty 4997.722458 = -3289566.696761
  nChanged 50
		SP:Iteration 50Q (4973.950000 sec): 3 clusters
  Score: Raw -3294575.740965 + Penalty 4997.722458 = -3289578.018507
  nChanged 53
		SP:Iteration 51Q (4974.020000 sec): 3 clusters
  Score: Raw -3294587.998768 + Penalty 4997.722458 = -3289590.276310
  nChanged 53
		SP:Iteration 52Q (4974.080000 sec): 3 clusters
  Score: Raw -3294601.112615 + Penalty 4997.722458 = -3289603.390157
  nChanged 51
		SP:Iteration 53Q (4974.160000 sec): 3 clusters
  Score: Raw -3294614.173597 + Penalty 4997.722458 = -3289616.451139
  nChanged 65
		SP:Iteration 54Q (4974.220000 sec): 3 clusters
  Score: Raw -3294634.556834 + Penalty 4997.722458 = -3289636.834375
  nChanged 67
		SP:Iteration 55Q (4974.290000 sec): 3 clusters
  Score: Raw -3294659.220970 + Penalty 4997.722458 = -3289661.498512
  nChanged 63
		SP:Iteration 56Q (4974.360000 sec): 3 clusters
  Score: Raw -3294677.208612 + Penalty 4997.722458 = -3289679.486154
  nChanged 61
		SP:Iteration 57Q (4974.430000 sec): 3 clusters
  Score: Raw -3294695.004947 + Penalty 4997.722458 = -3289697.282489
  nChanged 64
		SP:Iteration 58Q (4974.500000 sec): 3 clusters
  Score: Raw -3294715.950272 + Penalty 4997.722458 = -3289718.227814
  nChanged 66
		SP:Iteration 59Q (4974.560000 sec): 3 clusters
  Score: Raw -3294735.979040 + Penalty 4997.722458 = -3289738.256582
  nChanged 50
		SP:Iteration 60F (4974.650000 sec): 3 clusters
  Score: Raw -3294750.307870 + Penalty 4997.722458 = -3289752.585412
  nChanged 45
		SP:Iteration 61Q (4974.710000 sec): 3 clusters
  Score: Raw -3294762.159205 + Penalty 4997.722458 = -3289764.436747
  nChanged 31
		SP:Iteration 62Q (4974.780000 sec): 3 clusters
  Score: Raw -3294771.152008 + Penalty 4997.722458 = -3289773.429550
  nChanged 38
		SP:Iteration 63Q (4974.850000 sec): 3 clusters
  Score: Raw -3294782.050821 + Penalty 4997.722458 = -3289784.328363
  nChanged 39
		SP:Iteration 64Q (4974.920000 sec): 3 clusters
  Score: Raw -3294793.214363 + Penalty 4997.722458 = -3289795.491905
  nChanged 32
		SP:Iteration 65Q (4974.980000 sec): 3 clusters
  Score: Raw -3294802.742135 + Penalty 4997.722458 = -3289805.019676
  nChanged 37
		SP:Iteration 66Q (4975.050000 sec): 3 clusters
  Score: Raw -3294815.026998 + Penalty 4997.722458 = -3289817.304540
  nChanged 34
		SP:Iteration 67Q (4975.120000 sec): 3 clusters
  Score: Raw -3294826.992978 + Penalty 4997.722458 = -3289829.270520
  nChanged 33
		SP:Iteration 68Q (4975.180000 sec): 3 clusters
  Score: Raw -3294840.027180 + Penalty 4997.722458 = -3289842.304722
  nChanged 41
		SP:Iteration 69Q (4975.250000 sec): 3 clusters
  Score: Raw -3294856.562916 + Penalty 4997.722458 = -3289858.840458
  nChanged 45
		SP:Iteration 70Q (4975.310000 sec): 3 clusters
  Score: Raw -3294874.577941 + Penalty 4997.722458 = -3289876.855483
  nChanged 46
		SP:Iteration 71Q (4975.380000 sec): 3 clusters
  Score: Raw -3294893.351523 + Penalty 4997.722458 = -3289895.629065
  nChanged 46
		SP:Iteration 72Q (4975.440000 sec): 3 clusters
  Score: Raw -3294914.659944 + Penalty 4997.722458 = -3289916.937486
  nChanged 44
		SP:Iteration 73Q (4975.510000 sec): 3 clusters
  Score: Raw -3294932.245097 + Penalty 4997.722458 = -3289934.522639
  nChanged 39
		SP:Iteration 74Q (4975.580000 sec): 3 clusters
  Score: Raw -3294948.911186 + Penalty 4997.722458 = -3289951.188728
  nChanged 41
		SP:Iteration 75Q (4975.640000 sec): 3 clusters
  Score: Raw -3294967.499733 + Penalty 4997.722458 = -3289969.777275
  nChanged 37
		SP:Iteration 76Q (4975.710000 sec): 3 clusters
  Score: Raw -3294986.110763 + Penalty 4997.722458 = -3289988.388305
  nChanged 40
		SP:Iteration 77Q (4975.770000 sec): 3 clusters
  Score: Raw -3295006.301113 + Penalty 4997.722458 = -3290008.578655
  nChanged 38
		SP:Iteration 78Q (4975.840000 sec): 3 clusters
  Score: Raw -3295025.980297 + Penalty 4997.722458 = -3290028.257839
  nChanged 47
		SP:Iteration 79Q (4975.900000 sec): 3 clusters
  Score: Raw -3295044.077367 + Penalty 4997.722458 = -3290046.354909
  nChanged 33
		SP:Iteration 80F (4975.980000 sec): 3 clusters
  Score: Raw -3295055.205056 + Penalty 4997.722458 = -3290057.482598
  nChanged 23
		SP:Iteration 81Q (4976.050000 sec): 3 clusters
  Score: Raw -3295063.019424 + Penalty 4997.722458 = -3290065.296966
  nChanged 13
		SP:Iteration 82Q (4976.110000 sec): 3 clusters
  Score: Raw -3295067.118288 + Penalty 4997.722458 = -3290069.395830
  nChanged 13
		SP:Iteration 83Q (4976.180000 sec): 3 clusters
  Score: Raw -3295071.149739 + Penalty 4997.722458 = -3290073.427280
  nChanged 13
		SP:Iteration 84Q (4976.240000 sec): 3 clusters
  Score: Raw -3295074.656072 + Penalty 4997.722458 = -3290076.933614
  nChanged 14
		SP:Iteration 85Q (4976.300000 sec): 3 clusters
  Score: Raw -3295078.433340 + Penalty 4997.722458 = -3290080.710882
  nChanged 13
		SP:Iteration 86Q (4976.370000 sec): 3 clusters
  Score: Raw -3295081.805953 + Penalty 4997.722458 = -3290084.083495
  nChanged 11
		SP:Iteration 87Q (4976.430000 sec): 3 clusters
  Score: Raw -3295085.081532 + Penalty 4997.722458 = -3290087.359074
  nChanged 9
		SP:Iteration 88Q (4976.500000 sec): 3 clusters
  Score: Raw -3295088.329931 + Penalty 4997.722458 = -3290090.607473
  nChanged 8
		SP:Iteration 89Q (4976.560000 sec): 3 clusters
  Score: Raw -3295090.592209 + Penalty 4997.722458 = -3290092.869751
  nChanged 6
		SP:Iteration 90Q (4976.620000 sec): 3 clusters
  Score: Raw -3295092.435024 + Penalty 4997.722458 = -3290094.712566
  nChanged 9
		SP:Iteration 91Q (4976.690000 sec): 3 clusters
  Score: Raw -3295094.925311 + Penalty 4997.722458 = -3290097.202852
  nChanged 5
		SP:Iteration 92Q (4976.750000 sec): 3 clusters
  Score: Raw -3295095.971536 + Penalty 4997.722458 = -3290098.249078
  nChanged 2
		SP:Iteration 93Q (4976.820000 sec): 3 clusters
  Score: Raw -3295096.388493 + Penalty 4997.722458 = -3290098.666035
  nChanged 6
		SP:Iteration 94Q (4976.880000 sec): 3 clusters
  Score: Raw -3295098.324545 + Penalty 4997.722458 = -3290100.602087
  nChanged 7
		SP:Iteration 95Q (4976.940000 sec): 3 clusters
  Score: Raw -3295100.512167 + Penalty 4997.722458 = -3290102.789709
  nChanged 9
		SP:Iteration 96Q (4977.010000 sec): 3 clusters
  Score: Raw -3295104.352768 + Penalty 4997.722458 = -3290106.630310
  nChanged 7
		SP:Iteration 97Q (4977.070000 sec): 3 clusters
  Score: Raw -3295106.377606 + Penalty 4997.722458 = -3290108.655147
  nChanged 6
		SP:Iteration 98Q (4977.140000 sec): 3 clusters
  Score: Raw -3295107.894823 + Penalty 4997.722458 = -3290110.172365
  nChanged 7
		SP:Iteration 99Q (4977.200000 sec): 3 clusters
  Score: Raw -3295109.368695 + Penalty 4997.722458 = -3290111.646237
  nChanged 5
		SP:Iteration 100F (4977.280000 sec): 3 clusters
  Score: Raw -3295110.792058 + Penalty 4997.722458 = -3290113.069600
  nChanged 8
		SP:Iteration 101Q (4977.350000 sec): 3 clusters
  Score: Raw -3295114.434470 + Penalty 4997.722458 = -3290116.712012
  nChanged 7
		SP:Iteration 102Q (4977.410000 sec): 3 clusters
  Score: Raw -3295116.190876 + Penalty 4997.722458 = -3290118.468418
  nChanged 4
		SP:Iteration 103Q (4977.470000 sec): 3 clusters
  Score: Raw -3295117.052804 + Penalty 4997.722458 = -3290119.330345
  nChanged 2
		SP:Iteration 104Q (4977.540000 sec): 3 clusters
  Score: Raw -3295117.589944 + Penalty 4997.722458 = -3290119.867486
  nChanged 1
		SP:Iteration 105Q (4977.600000 sec): 3 clusters
  Score: Raw -3295117.905964 + Penalty 4997.722458 = -3290120.183506
  nChanged 1
		SP:Iteration 106Q (4977.660000 sec): 3 clusters
  Score: Raw -3295118.487200 + Penalty 4997.722458 = -3290120.764742
  nChanged 3
		SP:Iteration 107Q (4977.730000 sec): 3 clusters
  Score: Raw -3295119.742618 + Penalty 4997.722458 = -3290122.020160
  nChanged 5
		SP:Iteration 108Q (4977.790000 sec): 3 clusters
  Score: Raw -3295120.861566 + Penalty 4997.722458 = -3290123.139108
  nChanged 3
		SP:Iteration 109Q (4977.860000 sec): 3 clusters
  Score: Raw -3295122.083957 + Penalty 4997.722458 = -3290124.361499
  nChanged 7
		SP:Iteration 110Q (4977.920000 sec): 3 clusters
  Score: Raw -3295125.261923 + Penalty 4997.722458 = -3290127.539465
  nChanged 8
		SP:Iteration 111Q (4977.980000 sec): 3 clusters
  Score: Raw -3295128.816742 + Penalty 4997.722458 = -3290131.094284
  nChanged 10
		SP:Iteration 112Q (4978.040000 sec): 3 clusters
  Score: Raw -3295132.360811 + Penalty 4997.722458 = -3290134.638353
  nChanged 5
		SP:Iteration 113Q (4978.110000 sec): 3 clusters
  Score: Raw -3295133.501063 + Penalty 4997.722458 = -3290135.778605
  nChanged 2
		SP:Iteration 114Q (4978.170000 sec): 3 clusters
  Score: Raw -3295133.955315 + Penalty 4997.722458 = -3290136.232857
  nChanged 4
		SP:Iteration 115Q (4978.230000 sec): 3 clusters
  Score: Raw -3295134.917004 + Penalty 4997.722458 = -3290137.194546
  nChanged 2
		SP:Iteration 116Q (4978.300000 sec): 3 clusters
  Score: Raw -3295135.629256 + Penalty 4997.722458 = -3290137.906798
  nChanged 3
		SP:Iteration 117Q (4978.360000 sec): 3 clusters
  Score: Raw -3295136.443314 + Penalty 4997.722458 = -3290138.720856
  nChanged 3
		SP:Iteration 118Q (4978.420000 sec): 3 clusters
  Score: Raw -3295137.262187 + Penalty 4997.722458 = -3290139.539729
  nChanged 1
		SP:Iteration 119Q (4978.490000 sec): 3 clusters
  Score: Raw -3295137.317116 + Penalty 4997.722458 = -3290139.594658
  nChanged 1
		SP:Iteration 120F (4978.570000 sec): 3 clusters
  Score: Raw -3295137.571212 + Penalty 4997.722458 = -3290139.848753
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3440 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4978.590000 sec): 2 clusters
  Score: Raw -495015.663318 + Penalty 2019.520234 = -492996.143084
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4978.600000 sec): 3 clusters
  Score: Raw -493564.526901 + Penalty 4039.040468 = -489525.486433
  nChanged 1214
		SP:Iteration 1F (4978.620000 sec): 3 clusters
  Score: Raw -494373.206059 + Penalty 4039.040468 = -490334.165590
  nChanged 309
		SP:Iteration 2F (4978.630000 sec): 3 clusters
  Score: Raw -494671.088037 + Penalty 4039.040468 = -490632.047569
  nChanged 233
		SP:Iteration 3F (4978.640000 sec): 3 clusters
  Score: Raw -494901.010791 + Penalty 4039.040468 = -490861.970322
  nChanged 201
		SP:Iteration 4F (4978.650000 sec): 3 clusters
  Score: Raw -495126.178213 + Penalty 4039.040468 = -491087.137745
  nChanged 181
		SP:Iteration 5F (4978.660000 sec): 3 clusters
  Score: Raw -495320.197438 + Penalty 4039.040468 = -491281.156970
  nChanged 153
		SP:Iteration 6Q (4978.680000 sec): 3 clusters
  Score: Raw -495502.659402 + Penalty 4039.040468 = -491463.618934
  nChanged 151
		SP:Iteration 7Q (4978.690000 sec): 3 clusters
  Score: Raw -495695.419291 + Penalty 4039.040468 = -491656.378823
  nChanged 134
		SP:Iteration 8Q (4978.700000 sec): 3 clusters
  Score: Raw -495888.823959 + Penalty 4039.040468 = -491849.783490
  nChanged 122
		SP:Iteration 9Q (4978.710000 sec): 3 clusters
  Score: Raw -496039.232978 + Penalty 4039.040468 = -492000.192510
  nChanged 102
		SP:Iteration 10Q (4978.730000 sec): 3 clusters
  Score: Raw -496148.016087 + Penalty 4039.040468 = -492108.975619
  nChanged 95
		SP:Iteration 11Q (4978.740000 sec): 3 clusters
  Score: Raw -496268.706977 + Penalty 4039.040468 = -492229.666509
  nChanged 95
		SP:Iteration 12Q (4978.750000 sec): 3 clusters
  Score: Raw -496377.060915 + Penalty 4039.040468 = -492338.020447
  nChanged 85
		SP:Iteration 13Q (4978.760000 sec): 3 clusters
  Score: Raw -496462.941006 + Penalty 4039.040468 = -492423.900538
  nChanged 64
		SP:Iteration 14Q (4978.770000 sec): 3 clusters
  Score: Raw -496513.591576 + Penalty 4039.040468 = -492474.551108
  nChanged 51
		SP:Iteration 15Q (4978.790000 sec): 3 clusters
  Score: Raw -496555.868961 + Penalty 4039.040468 = -492516.828493
  nChanged 49
		SP:Iteration 16Q (4978.790000 sec): 3 clusters
  Score: Raw -496596.372886 + Penalty 4039.040468 = -492557.332418
  nChanged 44
		SP:Iteration 17Q (4978.810000 sec): 3 clusters
  Score: Raw -496628.074856 + Penalty 4039.040468 = -492589.034388
  nChanged 40
		SP:Iteration 18Q (4978.810000 sec): 3 clusters
  Score: Raw -496658.688903 + Penalty 4039.040468 = -492619.648435
  nChanged 34
		SP:Iteration 19Q (4978.830000 sec): 3 clusters
  Score: Raw -496680.379835 + Penalty 4039.040468 = -492641.339366
  nChanged 26
		SP:Iteration 20F (4978.840000 sec): 3 clusters
  Score: Raw -496697.367928 + Penalty 4039.040468 = -492658.327459
  nChanged 22
		SP:Iteration 21Q (4978.850000 sec): 3 clusters
  Score: Raw -496709.644298 + Penalty 4039.040468 = -492670.603829
  nChanged 14
		SP:Iteration 22Q (4978.860000 sec): 3 clusters
  Score: Raw -496716.145561 + Penalty 4039.040468 = -492677.105093
  nChanged 8
		SP:Iteration 23Q (4978.870000 sec): 3 clusters
  Score: Raw -496718.798669 + Penalty 4039.040468 = -492679.758201
  nChanged 8
		SP:Iteration 24Q (4978.880000 sec): 3 clusters
  Score: Raw -496721.732061 + Penalty 4039.040468 = -492682.691593
  nChanged 4
		SP:Iteration 25Q (4978.890000 sec): 3 clusters
  Score: Raw -496723.069321 + Penalty 4039.040468 = -492684.028852
  nChanged 5
		SP:Iteration 26Q (4978.900000 sec): 3 clusters
  Score: Raw -496725.203948 + Penalty 4039.040468 = -492686.163480
  nChanged 5
		SP:Iteration 27Q (4978.910000 sec): 3 clusters
  Score: Raw -496726.729601 + Penalty 4039.040468 = -492687.689133
  nChanged 2
		SP:Iteration 28Q (4978.920000 sec): 3 clusters
  Score: Raw -496727.489596 + Penalty 4039.040468 = -492688.449128
  nChanged 2
		SP:Iteration 29Q (4978.930000 sec): 3 clusters
  Score: Raw -496727.937324 + Penalty 4039.040468 = -492688.896856
  nChanged 3
		SP:Iteration 30Q (4978.940000 sec): 3 clusters
  Score: Raw -496729.930643 + Penalty 4039.040468 = -492690.890175
  nChanged 5
		SP:Iteration 31Q (4978.950000 sec): 3 clusters
  Score: Raw -496732.170028 + Penalty 4039.040468 = -492693.129560
  nChanged 3
		SP:Iteration 32Q (4978.960000 sec): 3 clusters
  Score: Raw -496733.778527 + Penalty 4039.040468 = -492694.738059
  nChanged 4
		SP:Iteration 33Q (4978.970000 sec): 3 clusters
  Score: Raw -496735.848140 + Penalty 4039.040468 = -492696.807672
  nChanged 3
		SP:Iteration 34Q (4978.980000 sec): 3 clusters
  Score: Raw -496736.813307 + Penalty 4039.040468 = -492697.772839
  nChanged 2
		SP:Iteration 35Q (4978.990000 sec): 3 clusters
  Score: Raw -496738.557477 + Penalty 4039.040468 = -492699.517008
  nChanged 5
		SP:Iteration 36Q (4979.000000 sec): 3 clusters
  Score: Raw -496740.798749 + Penalty 4039.040468 = -492701.758281
  nChanged 5
		SP:Iteration 37Q (4979.010000 sec): 3 clusters
  Score: Raw -496743.192868 + Penalty 4039.040468 = -492704.152400
  nChanged 3
		SP:Iteration 38Q (4979.020000 sec): 3 clusters
  Score: Raw -496744.061429 + Penalty 4039.040468 = -492705.020961
  nChanged 1
		SP:Iteration 39Q (4979.030000 sec): 3 clusters
  Score: Raw -496744.458724 + Penalty 4039.040468 = -492705.418256
  nChanged 4
		SP:Iteration 40F (4979.040000 sec): 3 clusters
  Score: Raw -496746.280666 + Penalty 4039.040468 = -492707.240198
  nChanged 2
		SP:Iteration 41Q (4979.050000 sec): 3 clusters
  Score: Raw -496747.288153 + Penalty 4039.040468 = -492708.247685
  nChanged 1
		SP:Iteration 42Q (4979.060000 sec): 3 clusters
  Score: Raw -496747.493927 + Penalty 4039.040468 = -492708.453459
  nChanged 0
		SP:Iteration 43F (4979.070000 sec): 3 clusters
  Score: Raw -496747.493927 + Penalty 4039.040468 = -492708.453459
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4979.080000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4979.080000 sec): 3 clusters
  Score: Raw -126936.352383 + Penalty 3350.283633 = -123586.068750
  nChanged 203
		SP:Iteration 1F (4979.090000 sec): 3 clusters
  Score: Raw -127170.351304 + Penalty 3350.283633 = -123820.067670
  nChanged 40
		SP:Iteration 2Q (4979.090000 sec): 3 clusters
  Score: Raw -127232.121115 + Penalty 3350.283633 = -123881.837481
  nChanged 12
		SP:Iteration 3Q (4979.090000 sec): 3 clusters
  Score: Raw -127253.771412 + Penalty 3350.283633 = -123903.487779
  nChanged 13
		SP:Iteration 4Q (4979.090000 sec): 3 clusters
  Score: Raw -127288.065498 + Penalty 3350.283633 = -123937.781865
  nChanged 15
		SP:Iteration 5Q (4979.100000 sec): 3 clusters
  Score: Raw -127310.230214 + Penalty 3350.283633 = -123959.946581
  nChanged 11
		SP:Iteration 6Q (4979.100000 sec): 3 clusters
  Score: Raw -127327.741733 + Penalty 3350.283633 = -123977.458099
  nChanged 7
		SP:Iteration 7Q (4979.100000 sec): 3 clusters
  Score: Raw -127337.222490 + Penalty 3350.283633 = -123986.938856
  nChanged 6
		SP:Iteration 8Q (4979.110000 sec): 3 clusters
  Score: Raw -127346.725344 + Penalty 3350.283633 = -123996.441710
  nChanged 3
		SP:Iteration 9Q (4979.110000 sec): 3 clusters
  Score: Raw -127357.589501 + Penalty 3350.283633 = -124007.305868
  nChanged 3
		SP:Iteration 10Q (4979.110000 sec): 3 clusters
  Score: Raw -127360.479592 + Penalty 3350.283633 = -124010.195959
  nChanged 4
		SP:Iteration 11Q (4979.110000 sec): 3 clusters
  Score: Raw -127363.321495 + Penalty 3350.283633 = -124013.037862
  nChanged 4
		SP:Iteration 12Q (4979.120000 sec): 3 clusters
  Score: Raw -127369.410372 + Penalty 3350.283633 = -124019.126738
  nChanged 3
		SP:Iteration 13Q (4979.120000 sec): 3 clusters
  Score: Raw -127372.525024 + Penalty 3350.283633 = -124022.241391
  nChanged 1
		SP:Iteration 14Q (4979.120000 sec): 3 clusters
  Score: Raw -127373.137919 + Penalty 3350.283633 = -124022.854285
  nChanged 0
		SP:Iteration 15F (4979.130000 sec): 3 clusters
  Score: Raw -127373.137919 + Penalty 3350.283633 = -124022.854285
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (1294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4979.130000 sec): 2 clusters
  Score: Raw -159837.689203 + Penalty 1777.042382 = -158060.646821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4979.140000 sec): 3 clusters
  Score: Raw -159576.118687 + Penalty 3554.084764 = -156022.033923
  nChanged 414
		SP:Iteration 1F (4979.140000 sec): 3 clusters
  Score: Raw -161156.956036 + Penalty 3554.084764 = -157602.871273
  nChanged 192
		SP:Iteration 2F (4979.150000 sec): 3 clusters
  Score: Raw -162239.735427 + Penalty 3554.084764 = -158685.650663
  nChanged 149
		SP:Iteration 3F (4979.150000 sec): 3 clusters
  Score: Raw -162842.090553 + Penalty 3554.084764 = -159288.005790
  nChanged 81
		SP:Iteration 4F (4979.160000 sec): 3 clusters
  Score: Raw -163245.808985 + Penalty 3554.084764 = -159691.724221
  nChanged 54
		SP:Iteration 5Q (4979.160000 sec): 3 clusters
  Score: Raw -163444.518127 + Penalty 3554.084764 = -159890.433363
  nChanged 25
		SP:Iteration 6Q (4979.160000 sec): 3 clusters
  Score: Raw -163532.396605 + Penalty 3554.084764 = -159978.311841
  nChanged 15
		SP:Iteration 7Q (4979.170000 sec): 3 clusters
  Score: Raw -163562.807545 + Penalty 3554.084764 = -160008.722781
  nChanged 13
		SP:Iteration 8Q (4979.170000 sec): 3 clusters
  Score: Raw -163605.566429 + Penalty 3554.084764 = -160051.481666
  nChanged 9
		SP:Iteration 9Q (4979.170000 sec): 3 clusters
  Score: Raw -163640.403239 + Penalty 3554.084764 = -160086.318476
  nChanged 8
		SP:Iteration 10Q (4979.180000 sec): 3 clusters
  Score: Raw -163664.865464 + Penalty 3554.084764 = -160110.780700
  nChanged 4
		SP:Iteration 11Q (4979.180000 sec): 3 clusters
  Score: Raw -163679.238912 + Penalty 3554.084764 = -160125.154149
  nChanged 2
		SP:Iteration 12Q (4979.190000 sec): 3 clusters
  Score: Raw -163686.144603 + Penalty 3554.084764 = -160132.059839
  nChanged 2
		SP:Iteration 13Q (4979.190000 sec): 3 clusters
  Score: Raw -163692.174201 + Penalty 3554.084764 = -160138.089437
  nChanged 2
		SP:Iteration 14Q (4979.190000 sec): 3 clusters
  Score: Raw -163695.947425 + Penalty 3554.084764 = -160141.862661
  nChanged 2
		SP:Iteration 15Q (4979.190000 sec): 3 clusters
  Score: Raw -163699.679222 + Penalty 3554.084764 = -160145.594458
  nChanged 2
		SP:Iteration 16Q (4979.200000 sec): 3 clusters
  Score: Raw -163702.863045 + Penalty 3554.084764 = -160148.778282
  nChanged 5
		SP:Iteration 17Q (4979.200000 sec): 3 clusters
  Score: Raw -163715.829199 + Penalty 3554.084764 = -160161.744435
  nChanged 2
		SP:Iteration 18Q (4979.200000 sec): 3 clusters
  Score: Raw -163721.791135 + Penalty 3554.084764 = -160167.706372
  nChanged 3
		SP:Iteration 19Q (4979.210000 sec): 3 clusters
  Score: Raw -163729.378187 + Penalty 3554.084764 = -160175.293423
  nChanged 5
		SP:Iteration 20F (4979.210000 sec): 3 clusters
  Score: Raw -163741.852387 + Penalty 3554.084764 = -160187.767623
  nChanged 5
		SP:Iteration 21Q (4979.210000 sec): 3 clusters
  Score: Raw -163759.005950 + Penalty 3554.084764 = -160204.921186
  nChanged 2
		SP:Iteration 22Q (4979.220000 sec): 3 clusters
  Score: Raw -163766.048000 + Penalty 3554.084764 = -160211.963236
  nChanged 1
		SP:Iteration 23Q (4979.220000 sec): 3 clusters
  Score: Raw -163775.513019 + Penalty 3554.084764 = -160221.428255
  nChanged 1
		SP:Iteration 24Q (4979.230000 sec): 3 clusters
  Score: Raw -163780.737961 + Penalty 3554.084764 = -160226.653197
  nChanged 2
		SP:Iteration 25Q (4979.230000 sec): 3 clusters
  Score: Raw -163802.769114 + Penalty 3554.084764 = -160248.684351
  nChanged 2
		SP:Iteration 26Q (4979.230000 sec): 3 clusters
  Score: Raw -163822.737577 + Penalty 3554.084764 = -160268.652813
  nChanged 0
		SP:Iteration 27F (4979.240000 sec): 3 clusters
  Score: Raw -163822.737577 + Penalty 3554.084764 = -160268.652813
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 29.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4979.290000 sec): 2 clusters
  Score: Raw -2044294.936569 + Penalty 2362.219373 = -2041932.717196
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4979.340000 sec): 3 clusters
  Score: Raw -2036631.300082 + Penalty 4724.438746 = -2031906.861336
  nChanged 5861
		SP:Iteration 1F (4979.390000 sec): 3 clusters
  Score: Raw -2039812.744373 + Penalty 4724.438746 = -2035088.305627
  nChanged 840
		SP:Iteration 2F (4979.430000 sec): 3 clusters
  Score: Raw -2040153.136543 + Penalty 4724.438746 = -2035428.697798
  nChanged 640
		SP:Iteration 3Q (4979.480000 sec): 3 clusters
  Score: Raw -2040404.994843 + Penalty 4724.438746 = -2035680.556097
  nChanged 559
		SP:Iteration 4Q (4979.530000 sec): 3 clusters
  Score: Raw -2040617.003740 + Penalty 4724.438746 = -2035892.564994
  nChanged 474
		SP:Iteration 5Q (4979.580000 sec): 3 clusters
  Score: Raw -2040812.436662 + Penalty 4724.438746 = -2036087.997916
  nChanged 486
		SP:Iteration 6Q (4979.630000 sec): 3 clusters
  Score: Raw -2041036.167934 + Penalty 4724.438746 = -2036311.729188
  nChanged 505
		SP:Iteration 7Q (4979.680000 sec): 3 clusters
  Score: Raw -2041265.266228 + Penalty 4724.438746 = -2036540.827482
  nChanged 518
		SP:Iteration 8Q (4979.730000 sec): 3 clusters
  Score: Raw -2041521.061243 + Penalty 4724.438746 = -2036796.622497
  nChanged 550
		SP:Iteration 9Q (4979.780000 sec): 3 clusters
  Score: Raw -2041799.318985 + Penalty 4724.438746 = -2037074.880239
  nChanged 528
		SP:Iteration 10Q (4979.830000 sec): 3 clusters
  Score: Raw -2042112.816617 + Penalty 4724.438746 = -2037388.377871
  nChanged 597
		SP:Iteration 11Q (4979.880000 sec): 3 clusters
  Score: Raw -2042542.914595 + Penalty 4724.438746 = -2037818.475849
  nChanged 602
		SP:Iteration 12Q (4979.930000 sec): 3 clusters
  Score: Raw -2042999.194838 + Penalty 4724.438746 = -2038274.756092
  nChanged 529
		SP:Iteration 13Q (4979.970000 sec): 3 clusters
  Score: Raw -2043427.434016 + Penalty 4724.438746 = -2038702.995270
  nChanged 402
		SP:Iteration 14Q (4980.020000 sec): 3 clusters
  Score: Raw -2043761.857466 + Penalty 4724.438746 = -2039037.418720
  nChanged 338
		SP:Iteration 15Q (4980.070000 sec): 3 clusters
  Score: Raw -2044045.963214 + Penalty 4724.438746 = -2039321.524468
  nChanged 238
		SP:Iteration 16Q (4980.110000 sec): 3 clusters
  Score: Raw -2044237.404699 + Penalty 4724.438746 = -2039512.965954
  nChanged 175
		SP:Iteration 17Q (4980.150000 sec): 3 clusters
  Score: Raw -2044354.331903 + Penalty 4724.438746 = -2039629.893158
  nChanged 112
		SP:Iteration 18Q (4980.190000 sec): 3 clusters
  Score: Raw -2044412.474121 + Penalty 4724.438746 = -2039688.035375
  nChanged 82
		SP:Iteration 19Q (4980.230000 sec): 3 clusters
  Score: Raw -2044453.067657 + Penalty 4724.438746 = -2039728.628911
  nChanged 81
		SP:Iteration 20F (4980.280000 sec): 3 clusters
  Score: Raw -2044497.491559 + Penalty 4724.438746 = -2039773.052813
  nChanged 49
		SP:Iteration 21Q (4980.320000 sec): 3 clusters
  Score: Raw -2044522.573914 + Penalty 4724.438746 = -2039798.135168
  nChanged 37
		SP:Iteration 22Q (4980.360000 sec): 3 clusters
  Score: Raw -2044536.556901 + Penalty 4724.438746 = -2039812.118156
  nChanged 29
		SP:Iteration 23Q (4980.400000 sec): 3 clusters
  Score: Raw -2044551.556339 + Penalty 4724.438746 = -2039827.117593
  nChanged 23
		SP:Iteration 24Q (4980.430000 sec): 3 clusters
  Score: Raw -2044560.846916 + Penalty 4724.438746 = -2039836.408170
  nChanged 20
		SP:Iteration 25Q (4980.470000 sec): 3 clusters
  Score: Raw -2044569.874336 + Penalty 4724.438746 = -2039845.435590
  nChanged 17
		SP:Iteration 26Q (4980.510000 sec): 3 clusters
  Score: Raw -2044576.679314 + Penalty 4724.438746 = -2039852.240569
  nChanged 11
		SP:Iteration 27Q (4980.550000 sec): 3 clusters
  Score: Raw -2044582.053050 + Penalty 4724.438746 = -2039857.614304
  nChanged 15
		SP:Iteration 28Q (4980.580000 sec): 3 clusters
  Score: Raw -2044588.295135 + Penalty 4724.438746 = -2039863.856389
  nChanged 19
		SP:Iteration 29Q (4980.620000 sec): 3 clusters
  Score: Raw -2044598.825307 + Penalty 4724.438746 = -2039874.386562
  nChanged 18
		SP:Iteration 30Q (4980.660000 sec): 3 clusters
  Score: Raw -2044607.694427 + Penalty 4724.438746 = -2039883.255681
  nChanged 21
		SP:Iteration 31Q (4980.690000 sec): 3 clusters
  Score: Raw -2044618.477521 + Penalty 4724.438746 = -2039894.038776
  nChanged 15
		SP:Iteration 32Q (4980.730000 sec): 3 clusters
  Score: Raw -2044625.220387 + Penalty 4724.438746 = -2039900.781641
  nChanged 4
		SP:Iteration 33Q (4980.770000 sec): 3 clusters
  Score: Raw -2044627.185042 + Penalty 4724.438746 = -2039902.746296
  nChanged 3
		SP:Iteration 34Q (4980.810000 sec): 3 clusters
  Score: Raw -2044628.028515 + Penalty 4724.438746 = -2039903.589769
  nChanged 1
		SP:Iteration 35Q (4980.840000 sec): 3 clusters
  Score: Raw -2044628.310608 + Penalty 4724.438746 = -2039903.871862
  nChanged 1
		SP:Iteration 36Q (4980.880000 sec): 3 clusters
  Score: Raw -2044628.822704 + Penalty 4724.438746 = -2039904.383958
  nChanged 2
		SP:Iteration 37Q (4980.920000 sec): 3 clusters
  Score: Raw -2044629.768628 + Penalty 4724.438746 = -2039905.329882
  nChanged 2
		SP:Iteration 38Q (4980.950000 sec): 3 clusters
  Score: Raw -2044630.921910 + Penalty 4724.438746 = -2039906.483165
  nChanged 5
		SP:Iteration 39Q (4980.990000 sec): 3 clusters
  Score: Raw -2044633.241331 + Penalty 4724.438746 = -2039908.802585
  nChanged 4
		SP:Iteration 40F (4981.040000 sec): 3 clusters
  Score: Raw -2044634.836630 + Penalty 4724.438746 = -2039910.397885
  nChanged 2
		SP:Iteration 41Q (4981.080000 sec): 3 clusters
  Score: Raw -2044635.233679 + Penalty 4724.438746 = -2039910.794933
  nChanged 0
		SP:Iteration 42F (4981.130000 sec): 3 clusters
  Score: Raw -2044635.233679 + Penalty 4724.438746 = -2039910.794933
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69725 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4981.360000 sec): 2 clusters
  Score: Raw -10196498.751899 + Penalty 2765.773925 = -10193732.977974
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4981.620000 sec): 3 clusters
  Score: Raw -10152458.735221 + Penalty 5531.547849 = -10146927.187372
  nChanged 32509
		SP:Iteration 1F (4981.870000 sec): 3 clusters
  Score: Raw -10170896.436588 + Penalty 5531.547849 = -10165364.888738
  nChanged 2706
		SP:Iteration 2Q (4982.130000 sec): 3 clusters
  Score: Raw -10171804.236385 + Penalty 5531.547849 = -10166272.688535
  nChanged 3128
		SP:Iteration 3Q (4982.400000 sec): 3 clusters
  Score: Raw -10173163.519376 + Penalty 5531.547849 = -10167631.971526
  nChanged 3879
		SP:Iteration 4F (4982.650000 sec): 3 clusters
  Score: Raw -10175308.727992 + Penalty 5531.547849 = -10169777.180143
  nChanged 4973
		SP:Iteration 5F (4982.910000 sec): 3 clusters
  Score: Raw -10178849.595869 + Penalty 5531.547849 = -10173318.048019
  nChanged 6004
		SP:Iteration 6F (4983.170000 sec): 3 clusters
  Score: Raw -10184099.453323 + Penalty 5531.547849 = -10178567.905474
  nChanged 5965
		SP:Iteration 7F (4983.420000 sec): 3 clusters
  Score: Raw -10189979.998639 + Penalty 5531.547849 = -10184448.450790
  nChanged 4127
		SP:Iteration 8F (4983.670000 sec): 3 clusters
  Score: Raw -10194037.156254 + Penalty 5531.547849 = -10188505.608404
  nChanged 1848
		SP:Iteration 9Q (4983.890000 sec): 3 clusters
  Score: Raw -10195784.101724 + Penalty 5531.547849 = -10190252.553874
  nChanged 611
		SP:Iteration 10Q (4984.090000 sec): 3 clusters
  Score: Raw -10196366.844247 + Penalty 5531.547849 = -10190835.296397
  nChanged 174
		SP:Iteration 11Q (4984.280000 sec): 3 clusters
  Score: Raw -10196586.940636 + Penalty 5531.547849 = -10191055.392787
  nChanged 72
		SP:Iteration 12Q (4984.450000 sec): 3 clusters
  Score: Raw -10196688.220800 + Penalty 5531.547849 = -10191156.672950
  nChanged 28
		SP:Iteration 13Q (4984.630000 sec): 3 clusters
  Score: Raw -10196729.798630 + Penalty 5531.547849 = -10191198.250780
  nChanged 21
		SP:Iteration 14Q (4984.810000 sec): 3 clusters
  Score: Raw -10196773.710424 + Penalty 5531.547849 = -10191242.162575
  nChanged 17
		SP:Iteration 15Q (4984.990000 sec): 3 clusters
  Score: Raw -10196804.940599 + Penalty 5531.547849 = -10191273.392749
  nChanged 11
		SP:Iteration 16Q (4985.160000 sec): 3 clusters
  Score: Raw -10196828.850173 + Penalty 5531.547849 = -10191297.302323
  nChanged 5
		SP:Iteration 17Q (4985.330000 sec): 3 clusters
  Score: Raw -10196836.491237 + Penalty 5531.547849 = -10191304.943388
  nChanged 2
		SP:Iteration 18Q (4985.510000 sec): 3 clusters
  Score: Raw -10196840.422830 + Penalty 5531.547849 = -10191308.874981
  nChanged 3
		SP:Iteration 19Q (4985.680000 sec): 3 clusters
  Score: Raw -10196843.038520 + Penalty 5531.547849 = -10191311.490671
  nChanged 2
		SP:Iteration 20F (4985.930000 sec): 3 clusters
  Score: Raw -10196847.108049 + Penalty 5531.547849 = -10191315.560200
  nChanged 1
		SP:Iteration 21Q (4986.110000 sec): 3 clusters
  Score: Raw -10196852.058870 + Penalty 5531.547849 = -10191320.511020
  nChanged 2
		SP:Iteration 22Q (4986.280000 sec): 3 clusters
  Score: Raw -10196856.435383 + Penalty 5531.547849 = -10191324.887533
  nChanged 1
		SP:Iteration 23Q (4986.450000 sec): 3 clusters
  Score: Raw -10196856.960204 + Penalty 5531.547849 = -10191325.412354
  nChanged 0
		SP:Iteration 24F (4986.710000 sec): 3 clusters
  Score: Raw -10196856.960204 + Penalty 5531.547849 = -10191325.412354
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2723 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4986.740000 sec): 2 clusters
  Score: Raw -385965.745451 + Penalty 1961.553394 = -384004.192057
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4986.750000 sec): 3 clusters
  Score: Raw -384816.685697 + Penalty 3923.106788 = -380893.578909
  nChanged 954
		SP:Iteration 1F (4986.760000 sec): 3 clusters
  Score: Raw -385406.813058 + Penalty 3923.106788 = -381483.706270
  nChanged 208
		SP:Iteration 2F (4986.770000 sec): 3 clusters
  Score: Raw -385551.340292 + Penalty 3923.106788 = -381628.233503
  nChanged 122
		SP:Iteration 3Q (4986.780000 sec): 3 clusters
  Score: Raw -385630.108511 + Penalty 3923.106788 = -381707.001723
  nChanged 82
		SP:Iteration 4Q (4986.790000 sec): 3 clusters
  Score: Raw -385680.983958 + Penalty 3923.106788 = -381757.877170
  nChanged 58
		SP:Iteration 5Q (4986.800000 sec): 3 clusters
  Score: Raw -385717.108954 + Penalty 3923.106788 = -381794.002165
  nChanged 40
		SP:Iteration 6Q (4986.810000 sec): 3 clusters
  Score: Raw -385739.451602 + Penalty 3923.106788 = -381816.344814
  nChanged 27
		SP:Iteration 7Q (4986.820000 sec): 3 clusters
  Score: Raw -385751.726316 + Penalty 3923.106788 = -381828.619528
  nChanged 19
		SP:Iteration 8Q (4986.830000 sec): 3 clusters
  Score: Raw -385763.787571 + Penalty 3923.106788 = -381840.680783
  nChanged 20
		SP:Iteration 9Q (4986.840000 sec): 3 clusters
  Score: Raw -385774.725267 + Penalty 3923.106788 = -381851.618479
  nChanged 20
		SP:Iteration 10Q (4986.850000 sec): 3 clusters
  Score: Raw -385786.773263 + Penalty 3923.106788 = -381863.666475
  nChanged 20
		SP:Iteration 11Q (4986.860000 sec): 3 clusters
  Score: Raw -385796.701427 + Penalty 3923.106788 = -381873.594638
  nChanged 18
		SP:Iteration 12Q (4986.870000 sec): 3 clusters
  Score: Raw -385806.480442 + Penalty 3923.106788 = -381883.373654
  nChanged 19
		SP:Iteration 13Q (4986.880000 sec): 3 clusters
  Score: Raw -385813.822332 + Penalty 3923.106788 = -381890.715543
  nChanged 8
		SP:Iteration 14Q (4986.890000 sec): 3 clusters
  Score: Raw -385819.127704 + Penalty 3923.106788 = -381896.020915
  nChanged 8
		SP:Iteration 15Q (4986.900000 sec): 3 clusters
  Score: Raw -385821.816028 + Penalty 3923.106788 = -381898.709240
  nChanged 7
		SP:Iteration 16Q (4986.910000 sec): 3 clusters
  Score: Raw -385825.407235 + Penalty 3923.106788 = -381902.300447
  nChanged 9
		SP:Iteration 17Q (4986.920000 sec): 3 clusters
  Score: Raw -385833.312275 + Penalty 3923.106788 = -381910.205486
  nChanged 9
		SP:Iteration 18Q (4986.930000 sec): 3 clusters
  Score: Raw -385839.245816 + Penalty 3923.106788 = -381916.139028
  nChanged 10
		SP:Iteration 19Q (4986.940000 sec): 3 clusters
  Score: Raw -385843.483362 + Penalty 3923.106788 = -381920.376574
  nChanged 7
		SP:Iteration 20F (4986.950000 sec): 3 clusters
  Score: Raw -385845.352271 + Penalty 3923.106788 = -381922.245482
  nChanged 3
		SP:Iteration 21Q (4986.950000 sec): 3 clusters
  Score: Raw -385847.059943 + Penalty 3923.106788 = -381923.953154
  nChanged 4
		SP:Iteration 22Q (4986.970000 sec): 3 clusters
  Score: Raw -385850.525374 + Penalty 3923.106788 = -381927.418586
  nChanged 8
		SP:Iteration 23Q (4986.970000 sec): 3 clusters
  Score: Raw -385854.616168 + Penalty 3923.106788 = -381931.509380
  nChanged 9
		SP:Iteration 24Q (4986.990000 sec): 3 clusters
  Score: Raw -385859.251765 + Penalty 3923.106788 = -381936.144976
  nChanged 8
		SP:Iteration 25Q (4986.990000 sec): 3 clusters
  Score: Raw -385862.519514 + Penalty 3923.106788 = -381939.412725
  nChanged 5
		SP:Iteration 26Q (4987.010000 sec): 3 clusters
  Score: Raw -385864.402532 + Penalty 3923.106788 = -381941.295743
  nChanged 2
		SP:Iteration 27Q (4987.010000 sec): 3 clusters
  Score: Raw -385865.208996 + Penalty 3923.106788 = -381942.102207
  nChanged 5
		SP:Iteration 28Q (4987.020000 sec): 3 clusters
  Score: Raw -385866.779746 + Penalty 3923.106788 = -381943.672958
  nChanged 3
		SP:Iteration 29Q (4987.030000 sec): 3 clusters
  Score: Raw -385867.556692 + Penalty 3923.106788 = -381944.449904
  nChanged 1
		SP:Iteration 30Q (4987.040000 sec): 3 clusters
  Score: Raw -385868.088220 + Penalty 3923.106788 = -381944.981432
  nChanged 0
		SP:Iteration 31F (4987.050000 sec): 3 clusters
  Score: Raw -385868.088220 + Penalty 3923.106788 = -381944.981432
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4987.060000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4987.060000 sec): 3 clusters
  Score: Raw -168819.369741 + Penalty 3494.272938 = -165325.096803
  nChanged 313
		SP:Iteration 1F (4987.060000 sec): 3 clusters
  Score: Raw -169125.170733 + Penalty 3494.272938 = -165630.897795
  nChanged 77
		SP:Iteration 2F (4987.070000 sec): 3 clusters
  Score: Raw -169212.660536 + Penalty 3494.272938 = -165718.387598
  nChanged 35
		SP:Iteration 3Q (4987.070000 sec): 3 clusters
  Score: Raw -169257.229519 + Penalty 3494.272938 = -165762.956581
  nChanged 22
		SP:Iteration 4Q (4987.080000 sec): 3 clusters
  Score: Raw -169277.748120 + Penalty 3494.272938 = -165783.475182
  nChanged 12
		SP:Iteration 5Q (4987.080000 sec): 3 clusters
  Score: Raw -169295.774495 + Penalty 3494.272938 = -165801.501557
  nChanged 7
		SP:Iteration 6Q (4987.090000 sec): 3 clusters
  Score: Raw -169301.491145 + Penalty 3494.272938 = -165807.218207
  nChanged 6
		SP:Iteration 7Q (4987.090000 sec): 3 clusters
  Score: Raw -169308.858274 + Penalty 3494.272938 = -165814.585336
  nChanged 7
		SP:Iteration 8Q (4987.090000 sec): 3 clusters
  Score: Raw -169318.167943 + Penalty 3494.272938 = -165823.895005
  nChanged 5
		SP:Iteration 9Q (4987.100000 sec): 3 clusters
  Score: Raw -169322.496859 + Penalty 3494.272938 = -165828.223921
  nChanged 5
		SP:Iteration 10Q (4987.100000 sec): 3 clusters
  Score: Raw -169326.603870 + Penalty 3494.272938 = -165832.330932
  nChanged 4
		SP:Iteration 11Q (4987.110000 sec): 3 clusters
  Score: Raw -169331.351402 + Penalty 3494.272938 = -165837.078464
  nChanged 3
		SP:Iteration 12Q (4987.110000 sec): 3 clusters
  Score: Raw -169335.533610 + Penalty 3494.272938 = -165841.260672
  nChanged 4
		SP:Iteration 13Q (4987.110000 sec): 3 clusters
  Score: Raw -169340.062748 + Penalty 3494.272938 = -165845.789810
  nChanged 3
		SP:Iteration 14Q (4987.120000 sec): 3 clusters
  Score: Raw -169343.132807 + Penalty 3494.272938 = -165848.859869
  nChanged 3
		SP:Iteration 15Q (4987.120000 sec): 3 clusters
  Score: Raw -169346.532019 + Penalty 3494.272938 = -165852.259081
  nChanged 2
		SP:Iteration 16Q (4987.130000 sec): 3 clusters
  Score: Raw -169348.667348 + Penalty 3494.272938 = -165854.394410
  nChanged 0
		SP:Iteration 17F (4987.130000 sec): 3 clusters
  Score: Raw -169348.667348 + Penalty 3494.272938 = -165854.394410
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1848 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4987.140000 sec): 2 clusters
  Score: Raw -257511.669752 + Penalty 1865.421095 = -255646.248658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4987.140000 sec): 3 clusters
  Score: Raw -257005.599514 + Penalty 3730.842189 = -253274.757325
  nChanged 623
		SP:Iteration 1F (4987.150000 sec): 3 clusters
  Score: Raw -257725.159564 + Penalty 3730.842189 = -253994.317375
  nChanged 194
		SP:Iteration 2F (4987.160000 sec): 3 clusters
  Score: Raw -257968.099157 + Penalty 3730.842189 = -254237.256968
  nChanged 105
		SP:Iteration 3F (4987.160000 sec): 3 clusters
  Score: Raw -258128.918113 + Penalty 3730.842189 = -254398.075924
  nChanged 95
		SP:Iteration 4F (4987.170000 sec): 3 clusters
  Score: Raw -258284.512875 + Penalty 3730.842189 = -254553.670686
  nChanged 74
		SP:Iteration 5Q (4987.180000 sec): 3 clusters
  Score: Raw -258400.228991 + Penalty 3730.842189 = -254669.386802
  nChanged 52
		SP:Iteration 6Q (4987.180000 sec): 3 clusters
  Score: Raw -258458.510645 + Penalty 3730.842189 = -254727.668456
  nChanged 29
		SP:Iteration 7Q (4987.190000 sec): 3 clusters
  Score: Raw -258478.568436 + Penalty 3730.842189 = -254747.726247
  nChanged 16
		SP:Iteration 8Q (4987.190000 sec): 3 clusters
  Score: Raw -258490.493512 + Penalty 3730.842189 = -254759.651323
  nChanged 11
		SP:Iteration 9Q (4987.200000 sec): 3 clusters
  Score: Raw -258500.630080 + Penalty 3730.842189 = -254769.787891
  nChanged 5
		SP:Iteration 10Q (4987.210000 sec): 3 clusters
  Score: Raw -258509.717195 + Penalty 3730.842189 = -254778.875006
  nChanged 4
		SP:Iteration 11Q (4987.210000 sec): 3 clusters
  Score: Raw -258517.354219 + Penalty 3730.842189 = -254786.512030
  nChanged 6
		SP:Iteration 12Q (4987.220000 sec): 3 clusters
  Score: Raw -258522.725178 + Penalty 3730.842189 = -254791.882988
  nChanged 1
		SP:Iteration 13Q (4987.230000 sec): 3 clusters
  Score: Raw -258523.003930 + Penalty 3730.842189 = -254792.161741
  nChanged 2
		SP:Iteration 14Q (4987.230000 sec): 3 clusters
  Score: Raw -258524.098185 + Penalty 3730.842189 = -254793.255996
  nChanged 1
		SP:Iteration 15Q (4987.240000 sec): 3 clusters
  Score: Raw -258524.553641 + Penalty 3730.842189 = -254793.711452
  nChanged 0
		SP:Iteration 16F (4987.250000 sec): 3 clusters
  Score: Raw -258524.553641 + Penalty 3730.842189 = -254793.711452
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (11492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4987.290000 sec): 2 clusters
  Score: Raw -1755432.024497 + Penalty 2318.652792 = -1753113.371705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4987.330000 sec): 3 clusters
  Score: Raw -1749113.672878 + Penalty 4637.305584 = -1744476.367294
  nChanged 4875
		SP:Iteration 1F (4987.370000 sec): 3 clusters
  Score: Raw -1751683.914943 + Penalty 4637.305584 = -1747046.609359
  nChanged 706
		SP:Iteration 2F (4987.410000 sec): 3 clusters
  Score: Raw -1752001.884815 + Penalty 4637.305584 = -1747364.579231
  nChanged 558
		SP:Iteration 3Q (4987.450000 sec): 3 clusters
  Score: Raw -1752224.329278 + Penalty 4637.305584 = -1747587.023694
  nChanged 423
		SP:Iteration 4Q (4987.490000 sec): 3 clusters
  Score: Raw -1752386.213266 + Penalty 4637.305584 = -1747748.907682
  nChanged 399
		SP:Iteration 5Q (4987.530000 sec): 3 clusters
  Score: Raw -1752543.579897 + Penalty 4637.305584 = -1747906.274313
  nChanged 387
		SP:Iteration 6Q (4987.570000 sec): 3 clusters
  Score: Raw -1752692.366839 + Penalty 4637.305584 = -1748055.061255
  nChanged 345
		SP:Iteration 7Q (4987.610000 sec): 3 clusters
  Score: Raw -1752803.509880 + Penalty 4637.305584 = -1748166.204296
  nChanged 285
		SP:Iteration 8Q (4987.650000 sec): 3 clusters
  Score: Raw -1752891.966181 + Penalty 4637.305584 = -1748254.660597
  nChanged 259
		SP:Iteration 9Q (4987.700000 sec): 3 clusters
  Score: Raw -1752967.907865 + Penalty 4637.305584 = -1748330.602281
  nChanged 219
		SP:Iteration 10Q (4987.740000 sec): 3 clusters
  Score: Raw -1753029.689550 + Penalty 4637.305584 = -1748392.383965
  nChanged 203
		SP:Iteration 11Q (4987.780000 sec): 3 clusters
  Score: Raw -1753088.358234 + Penalty 4637.305584 = -1748451.052649
  nChanged 193
		SP:Iteration 12Q (4987.820000 sec): 3 clusters
  Score: Raw -1753143.641614 + Penalty 4637.305584 = -1748506.336029
  nChanged 217
		SP:Iteration 13Q (4987.860000 sec): 3 clusters
  Score: Raw -1753207.833036 + Penalty 4637.305584 = -1748570.527451
  nChanged 214
		SP:Iteration 14Q (4987.900000 sec): 3 clusters
  Score: Raw -1753268.209110 + Penalty 4637.305584 = -1748630.903525
  nChanged 208
		SP:Iteration 15Q (4987.940000 sec): 3 clusters
  Score: Raw -1753334.177663 + Penalty 4637.305584 = -1748696.872078
  nChanged 223
		SP:Iteration 16Q (4987.980000 sec): 3 clusters
  Score: Raw -1753404.593146 + Penalty 4637.305584 = -1748767.287562
  nChanged 246
		SP:Iteration 17Q (4988.030000 sec): 3 clusters
  Score: Raw -1753496.013998 + Penalty 4637.305584 = -1748858.708414
  nChanged 263
		SP:Iteration 18Q (4988.070000 sec): 3 clusters
  Score: Raw -1753600.166183 + Penalty 4637.305584 = -1748962.860599
  nChanged 297
		SP:Iteration 19Q (4988.110000 sec): 3 clusters
  Score: Raw -1753727.877309 + Penalty 4637.305584 = -1749090.571725
  nChanged 326
		SP:Iteration 20F (4988.150000 sec): 3 clusters
  Score: Raw -1753892.485301 + Penalty 4637.305584 = -1749255.179717
  nChanged 347
		SP:Iteration 21Q (4988.190000 sec): 3 clusters
  Score: Raw -1754090.093701 + Penalty 4637.305584 = -1749452.788117
  nChanged 384
		SP:Iteration 22Q (4988.230000 sec): 3 clusters
  Score: Raw -1754315.147694 + Penalty 4637.305584 = -1749677.842110
  nChanged 388
		SP:Iteration 23Q (4988.270000 sec): 3 clusters
  Score: Raw -1754553.022257 + Penalty 4637.305584 = -1749915.716673
  nChanged 373
		SP:Iteration 24Q (4988.310000 sec): 3 clusters
  Score: Raw -1754801.956463 + Penalty 4637.305584 = -1750164.650879
  nChanged 352
		SP:Iteration 25Q (4988.350000 sec): 3 clusters
  Score: Raw -1755034.725071 + Penalty 4637.305584 = -1750397.419487
  nChanged 272
		SP:Iteration 26Q (4988.390000 sec): 3 clusters
  Score: Raw -1755226.054233 + Penalty 4637.305584 = -1750588.748649
  nChanged 213
		SP:Iteration 27Q (4988.430000 sec): 3 clusters
  Score: Raw -1755379.395282 + Penalty 4637.305584 = -1750742.089698
  nChanged 175
		SP:Iteration 28Q (4988.470000 sec): 3 clusters
  Score: Raw -1755514.508830 + Penalty 4637.305584 = -1750877.203246
  nChanged 134
		SP:Iteration 29Q (4988.510000 sec): 3 clusters
  Score: Raw -1755621.817877 + Penalty 4637.305584 = -1750984.512292
  nChanged 94
		SP:Iteration 30Q (4988.550000 sec): 3 clusters
  Score: Raw -1755688.240761 + Penalty 4637.305584 = -1751050.935177
  nChanged 48
		SP:Iteration 31Q (4988.590000 sec): 3 clusters
  Score: Raw -1755717.015182 + Penalty 4637.305584 = -1751079.709598
  nChanged 32
		SP:Iteration 32Q (4988.620000 sec): 3 clusters
  Score: Raw -1755740.702633 + Penalty 4637.305584 = -1751103.397049
  nChanged 27
		SP:Iteration 33Q (4988.660000 sec): 3 clusters
  Score: Raw -1755760.883913 + Penalty 4637.305584 = -1751123.578328
  nChanged 16
		SP:Iteration 34Q (4988.690000 sec): 3 clusters
  Score: Raw -1755772.127029 + Penalty 4637.305584 = -1751134.821444
  nChanged 15
		SP:Iteration 35Q (4988.730000 sec): 3 clusters
  Score: Raw -1755783.193080 + Penalty 4637.305584 = -1751145.887495
  nChanged 13
		SP:Iteration 36Q (4988.760000 sec): 3 clusters
  Score: Raw -1755794.337604 + Penalty 4637.305584 = -1751157.032020
  nChanged 12
		SP:Iteration 37Q (4988.800000 sec): 3 clusters
  Score: Raw -1755803.122585 + Penalty 4637.305584 = -1751165.817001
  nChanged 15
		SP:Iteration 38Q (4988.830000 sec): 3 clusters
  Score: Raw -1755815.918669 + Penalty 4637.305584 = -1751178.613084
  nChanged 12
		SP:Iteration 39Q (4988.870000 sec): 3 clusters
  Score: Raw -1755825.576389 + Penalty 4637.305584 = -1751188.270805
  nChanged 10
		SP:Iteration 40F (4988.910000 sec): 3 clusters
  Score: Raw -1755833.596431 + Penalty 4637.305584 = -1751196.290846
  nChanged 6
		SP:Iteration 41Q (4988.940000 sec): 3 clusters
  Score: Raw -1755839.208075 + Penalty 4637.305584 = -1751201.902490
  nChanged 3
		SP:Iteration 42Q (4988.970000 sec): 3 clusters
  Score: Raw -1755841.677441 + Penalty 4637.305584 = -1751204.371856
  nChanged 4
		SP:Iteration 43Q (4989.010000 sec): 3 clusters
  Score: Raw -1755844.975250 + Penalty 4637.305584 = -1751207.669666
  nChanged 2
		SP:Iteration 44Q (4989.040000 sec): 3 clusters
  Score: Raw -1755845.807666 + Penalty 4637.305584 = -1751208.502082
  nChanged 0
		SP:Iteration 45F (4989.090000 sec): 3 clusters
  Score: Raw -1755845.807666 + Penalty 4637.305584 = -1751208.502082
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4989.130000 sec): 2 clusters
  Score: Raw -1988688.079008 + Penalty 2370.042129 = -1986318.036879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4989.180000 sec): 3 clusters
  Score: Raw -1980695.004697 + Penalty 4740.084257 = -1975954.920440
  nChanged 6029
		SP:Iteration 1F (4989.230000 sec): 3 clusters
  Score: Raw -1984050.730253 + Penalty 4740.084257 = -1979310.645996
  nChanged 899
		SP:Iteration 2F (4989.280000 sec): 3 clusters
  Score: Raw -1984455.450715 + Penalty 4740.084257 = -1979715.366457
  nChanged 722
		SP:Iteration 3F (4989.330000 sec): 3 clusters
  Score: Raw -1984777.838171 + Penalty 4740.084257 = -1980037.753913
  nChanged 651
		SP:Iteration 4Q (4989.380000 sec): 3 clusters
  Score: Raw -1985072.028299 + Penalty 4740.084257 = -1980331.944041
  nChanged 574
		SP:Iteration 5Q (4989.430000 sec): 3 clusters
  Score: Raw -1985338.461961 + Penalty 4740.084257 = -1980598.377703
  nChanged 576
		SP:Iteration 6Q (4989.490000 sec): 3 clusters
  Score: Raw -1985632.334010 + Penalty 4740.084257 = -1980892.249753
  nChanged 591
		SP:Iteration 7Q (4989.530000 sec): 3 clusters
  Score: Raw -1985952.681093 + Penalty 4740.084257 = -1981212.596835
  nChanged 555
		SP:Iteration 8Q (4989.590000 sec): 3 clusters
  Score: Raw -1986274.827167 + Penalty 4740.084257 = -1981534.742910
  nChanged 571
		SP:Iteration 9Q (4989.640000 sec): 3 clusters
  Score: Raw -1986669.101396 + Penalty 4740.084257 = -1981929.017138
  nChanged 591
		SP:Iteration 10Q (4989.690000 sec): 3 clusters
  Score: Raw -1987129.032212 + Penalty 4740.084257 = -1982388.947954
  nChanged 572
		SP:Iteration 11Q (4989.740000 sec): 3 clusters
  Score: Raw -1987644.845261 + Penalty 4740.084257 = -1982904.761003
  nChanged 504
		SP:Iteration 12Q (4989.790000 sec): 3 clusters
  Score: Raw -1988166.942215 + Penalty 4740.084257 = -1983426.857958
  nChanged 384
		SP:Iteration 13Q (4989.830000 sec): 3 clusters
  Score: Raw -1988585.617280 + Penalty 4740.084257 = -1983845.533022
  nChanged 296
		SP:Iteration 14Q (4989.880000 sec): 3 clusters
  Score: Raw -1988869.621474 + Penalty 4740.084257 = -1984129.537216
  nChanged 200
		SP:Iteration 15Q (4989.920000 sec): 3 clusters
  Score: Raw -1989029.846833 + Penalty 4740.084257 = -1984289.762575
  nChanged 141
		SP:Iteration 16Q (4989.960000 sec): 3 clusters
  Score: Raw -1989130.037333 + Penalty 4740.084257 = -1984389.953076
  nChanged 111
		SP:Iteration 17Q (4990.000000 sec): 3 clusters
  Score: Raw -1989203.457766 + Penalty 4740.084257 = -1984463.373509
  nChanged 73
		SP:Iteration 18Q (4990.040000 sec): 3 clusters
  Score: Raw -1989239.706882 + Penalty 4740.084257 = -1984499.622625
  nChanged 54
		SP:Iteration 19Q (4990.080000 sec): 3 clusters
  Score: Raw -1989265.701245 + Penalty 4740.084257 = -1984525.616988
  nChanged 36
		SP:Iteration 20F (4990.130000 sec): 3 clusters
  Score: Raw -1989286.695434 + Penalty 4740.084257 = -1984546.611177
  nChanged 38
		SP:Iteration 21Q (4990.170000 sec): 3 clusters
  Score: Raw -1989301.864197 + Penalty 4740.084257 = -1984561.779939
  nChanged 20
		SP:Iteration 22Q (4990.210000 sec): 3 clusters
  Score: Raw -1989309.784733 + Penalty 4740.084257 = -1984569.700475
  nChanged 12
		SP:Iteration 23Q (4990.250000 sec): 3 clusters
  Score: Raw -1989313.405806 + Penalty 4740.084257 = -1984573.321548
  nChanged 14
		SP:Iteration 24Q (4990.290000 sec): 3 clusters
  Score: Raw -1989318.348446 + Penalty 4740.084257 = -1984578.264189
  nChanged 14
		SP:Iteration 25Q (4990.330000 sec): 3 clusters
  Score: Raw -1989323.524401 + Penalty 4740.084257 = -1984583.440144
  nChanged 18
		SP:Iteration 26Q (4990.370000 sec): 3 clusters
  Score: Raw -1989329.270682 + Penalty 4740.084257 = -1984589.186425
  nChanged 4
		SP:Iteration 27Q (4990.400000 sec): 3 clusters
  Score: Raw -1989330.306552 + Penalty 4740.084257 = -1984590.222295
  nChanged 6
		SP:Iteration 28Q (4990.440000 sec): 3 clusters
  Score: Raw -1989331.499855 + Penalty 4740.084257 = -1984591.415597
  nChanged 3
		SP:Iteration 29Q (4990.480000 sec): 3 clusters
  Score: Raw -1989332.209791 + Penalty 4740.084257 = -1984592.125533
  nChanged 3
		SP:Iteration 30Q (4990.520000 sec): 3 clusters
  Score: Raw -1989333.153252 + Penalty 4740.084257 = -1984593.068995
  nChanged 5
		SP:Iteration 31Q (4990.560000 sec): 3 clusters
  Score: Raw -1989334.368925 + Penalty 4740.084257 = -1984594.284667
  nChanged 3
		SP:Iteration 32Q (4990.590000 sec): 3 clusters
  Score: Raw -1989335.204670 + Penalty 4740.084257 = -1984595.120412
  nChanged 3
		SP:Iteration 33Q (4990.630000 sec): 3 clusters
  Score: Raw -1989335.991535 + Penalty 4740.084257 = -1984595.907278
  nChanged 2
		SP:Iteration 34Q (4990.670000 sec): 3 clusters
  Score: Raw -1989337.008343 + Penalty 4740.084257 = -1984596.924085
  nChanged 1
		SP:Iteration 35Q (4990.710000 sec): 3 clusters
  Score: Raw -1989337.207560 + Penalty 4740.084257 = -1984597.123303
  nChanged 1
		SP:Iteration 36Q (4990.750000 sec): 3 clusters
  Score: Raw -1989337.342316 + Penalty 4740.084257 = -1984597.258058
  nChanged 1
		SP:Iteration 37Q (4990.790000 sec): 3 clusters
  Score: Raw -1989337.840550 + Penalty 4740.084257 = -1984597.756292
  nChanged 0
		SP:Iteration 38F (4990.840000 sec): 3 clusters
  Score: Raw -1989337.840550 + Penalty 4740.084257 = -1984597.756292
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4990.850000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4990.850000 sec): 3 clusters
  Score: Raw -73222.403039 + Penalty 3074.445443 = -70147.957596
  nChanged 89
		SP:Iteration 1F (4990.850000 sec): 3 clusters
  Score: Raw -73407.129548 + Penalty 3074.445443 = -70332.684105
  nChanged 16
		SP:Iteration 2Q (4990.850000 sec): 3 clusters
  Score: Raw -73442.393778 + Penalty 3074.445443 = -70367.948334
  nChanged 5
		SP:Iteration 3Q (4990.850000 sec): 3 clusters
  Score: Raw -73453.962578 + Penalty 3074.445443 = -70379.517135
  nChanged 7
		SP:Iteration 4Q (4990.850000 sec): 3 clusters
  Score: Raw -73471.210405 + Penalty 3074.445443 = -70396.764961
  nChanged 6
		SP:Iteration 5Q (4990.860000 sec): 3 clusters
  Score: Raw -73489.734448 + Penalty 3074.445443 = -70415.289005
  nChanged 5
		SP:Iteration 6Q (4990.860000 sec): 3 clusters
  Score: Raw -73498.387639 + Penalty 3074.445443 = -70423.942196
  nChanged 2
		SP:Iteration 7Q (4990.860000 sec): 3 clusters
  Score: Raw -73500.263298 + Penalty 3074.445443 = -70425.817855
  nChanged 0
		SP:Iteration 8F (4990.860000 sec): 3 clusters
  Score: Raw -73500.263298 + Penalty 3074.445443 = -70425.817855
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2176 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4990.870000 sec): 2 clusters
  Score: Raw -310094.928954 + Penalty 1905.940415 = -308188.988539
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4990.880000 sec): 3 clusters
  Score: Raw -309221.623892 + Penalty 3811.880830 = -305409.743062
  nChanged 723
		SP:Iteration 1F (4990.890000 sec): 3 clusters
  Score: Raw -309753.085646 + Penalty 3811.880830 = -305941.204816
  nChanged 149
		SP:Iteration 2F (4990.890000 sec): 3 clusters
  Score: Raw -309864.752561 + Penalty 3811.880830 = -306052.871731
  nChanged 79
		SP:Iteration 3Q (4990.900000 sec): 3 clusters
  Score: Raw -309928.292774 + Penalty 3811.880830 = -306116.411944
  nChanged 61
		SP:Iteration 4Q (4990.910000 sec): 3 clusters
  Score: Raw -309970.192191 + Penalty 3811.880830 = -306158.311362
  nChanged 37
		SP:Iteration 5Q (4990.920000 sec): 3 clusters
  Score: Raw -309994.461126 + Penalty 3811.880830 = -306182.580297
  nChanged 26
		SP:Iteration 6Q (4990.930000 sec): 3 clusters
  Score: Raw -310010.453705 + Penalty 3811.880830 = -306198.572876
  nChanged 20
		SP:Iteration 7Q (4990.930000 sec): 3 clusters
  Score: Raw -310021.569225 + Penalty 3811.880830 = -306209.688396
  nChanged 13
		SP:Iteration 8Q (4990.940000 sec): 3 clusters
  Score: Raw -310027.590679 + Penalty 3811.880830 = -306215.709849
  nChanged 11
		SP:Iteration 9Q (4990.950000 sec): 3 clusters
  Score: Raw -310032.139570 + Penalty 3811.880830 = -306220.258741
  nChanged 2
		SP:Iteration 10Q (4990.960000 sec): 3 clusters
  Score: Raw -310033.209650 + Penalty 3811.880830 = -306221.328821
  nChanged 1
		SP:Iteration 11Q (4990.970000 sec): 3 clusters
  Score: Raw -310033.519641 + Penalty 3811.880830 = -306221.638812
  nChanged 1
		SP:Iteration 12Q (4990.970000 sec): 3 clusters
  Score: Raw -310033.753728 + Penalty 3811.880830 = -306221.872899
  nChanged 0
		SP:Iteration 13F (4990.980000 sec): 3 clusters
  Score: Raw -310033.753728 + Penalty 3811.880830 = -306221.872899
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4991.090000 sec): 2 clusters
  Score: Raw -4638005.286736 + Penalty 2570.711947 = -4635434.574789
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4991.210000 sec): 3 clusters
  Score: Raw -4618885.159080 + Penalty 5141.423894 = -4613743.735185
  nChanged 14353
		SP:Iteration 1F (4991.320000 sec): 3 clusters
  Score: Raw -4626656.442692 + Penalty 5141.423894 = -4621515.018797
  nChanged 1424
		SP:Iteration 2Q (4991.440000 sec): 3 clusters
  Score: Raw -4627118.224076 + Penalty 5141.423894 = -4621976.800181
  nChanged 1297
		SP:Iteration 3Q (4991.560000 sec): 3 clusters
  Score: Raw -4627591.504881 + Penalty 5141.423894 = -4622450.080987
  nChanged 1329
		SP:Iteration 4Q (4991.680000 sec): 3 clusters
  Score: Raw -4628164.487635 + Penalty 5141.423894 = -4623023.063741
  nChanged 1522
		SP:Iteration 5Q (4991.800000 sec): 3 clusters
  Score: Raw -4628974.761300 + Penalty 5141.423894 = -4623833.337405
  nChanged 1773
		SP:Iteration 6F (4991.910000 sec): 3 clusters
  Score: Raw -4630122.261485 + Penalty 5141.423894 = -4624980.837591
  nChanged 2025
		SP:Iteration 7F (4992.030000 sec): 3 clusters
  Score: Raw -4631659.279152 + Penalty 5141.423894 = -4626517.855258
  nChanged 2106
		SP:Iteration 8F (4992.140000 sec): 3 clusters
  Score: Raw -4633424.593644 + Penalty 5141.423894 = -4628283.169750
  nChanged 1887
		SP:Iteration 9F (4992.260000 sec): 3 clusters
  Score: Raw -4635156.925936 + Penalty 5141.423894 = -4630015.502041
  nChanged 1519
		SP:Iteration 10Q (4992.370000 sec): 3 clusters
  Score: Raw -4636576.021809 + Penalty 5141.423894 = -4631434.597915
  nChanged 914
		SP:Iteration 11Q (4992.470000 sec): 3 clusters
  Score: Raw -4637396.214015 + Penalty 5141.423894 = -4632254.790120
  nChanged 423
		SP:Iteration 12Q (4992.560000 sec): 3 clusters
  Score: Raw -4637757.961986 + Penalty 5141.423894 = -4632616.538091
  nChanged 235
		SP:Iteration 13Q (4992.650000 sec): 3 clusters
  Score: Raw -4637978.304635 + Penalty 5141.423894 = -4632836.880741
  nChanged 137
		SP:Iteration 14Q (4992.730000 sec): 3 clusters
  Score: Raw -4638118.768268 + Penalty 5141.423894 = -4632977.344373
  nChanged 71
		SP:Iteration 15Q (4992.820000 sec): 3 clusters
  Score: Raw -4638194.231168 + Penalty 5141.423894 = -4633052.807274
  nChanged 37
		SP:Iteration 16Q (4992.900000 sec): 3 clusters
  Score: Raw -4638228.498195 + Penalty 5141.423894 = -4633087.074301
  nChanged 25
		SP:Iteration 17Q (4992.980000 sec): 3 clusters
  Score: Raw -4638255.192127 + Penalty 5141.423894 = -4633113.768233
  nChanged 18
		SP:Iteration 18Q (4993.060000 sec): 3 clusters
  Score: Raw -4638272.706849 + Penalty 5141.423894 = -4633131.282955
  nChanged 12
		SP:Iteration 19Q (4993.140000 sec): 3 clusters
  Score: Raw -4638284.423517 + Penalty 5141.423894 = -4633142.999623
  nChanged 11
		SP:Iteration 20F (4993.260000 sec): 3 clusters
  Score: Raw -4638294.326342 + Penalty 5141.423894 = -4633152.902448
  nChanged 5
		SP:Iteration 21Q (4993.340000 sec): 3 clusters
  Score: Raw -4638298.751606 + Penalty 5141.423894 = -4633157.327711
  nChanged 6
		SP:Iteration 22Q (4993.420000 sec): 3 clusters
  Score: Raw -4638303.521003 + Penalty 5141.423894 = -4633162.097109
  nChanged 1
		SP:Iteration 23Q (4993.500000 sec): 3 clusters
  Score: Raw -4638305.484132 + Penalty 5141.423894 = -4633164.060238
  nChanged 2
		SP:Iteration 24Q (4993.590000 sec): 3 clusters
  Score: Raw -4638307.475611 + Penalty 5141.423894 = -4633166.051717
  nChanged 3
		SP:Iteration 25Q (4993.670000 sec): 3 clusters
  Score: Raw -4638310.985385 + Penalty 5141.423894 = -4633169.561490
  nChanged 2
		SP:Iteration 26Q (4993.750000 sec): 3 clusters
  Score: Raw -4638313.119572 + Penalty 5141.423894 = -4633171.695677
  nChanged 1
		SP:Iteration 27Q (4993.830000 sec): 3 clusters
  Score: Raw -4638313.470817 + Penalty 5141.423894 = -4633172.046922
  nChanged 0
		SP:Iteration 28F (4993.940000 sec): 3 clusters
  Score: Raw -4638313.470817 + Penalty 5141.423894 = -4633172.046922
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4994.270000 sec): 2 clusters
  Score: Raw -14271812.684138 + Penalty 2850.668017 = -14268962.016121
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4994.630000 sec): 3 clusters
  Score: Raw -14209194.149512 + Penalty 5701.336035 = -14203492.813477
  nChanged 46207
		SP:Iteration 1F (4995.000000 sec): 3 clusters
  Score: Raw -14235929.844490 + Penalty 5701.336035 = -14230228.508455
  nChanged 3828
		SP:Iteration 2Q (4995.370000 sec): 3 clusters
  Score: Raw -14237183.768875 + Penalty 5701.336035 = -14231482.432841
  nChanged 4508
		SP:Iteration 3Q (4995.740000 sec): 3 clusters
  Score: Raw -14239064.504018 + Penalty 5701.336035 = -14233363.167983
  nChanged 5565
		SP:Iteration 4F (4996.110000 sec): 3 clusters
  Score: Raw -14242016.190886 + Penalty 5701.336035 = -14236314.854851
  nChanged 6726
		SP:Iteration 5F (4996.470000 sec): 3 clusters
  Score: Raw -14246434.469671 + Penalty 5701.336035 = -14240733.133636
  nChanged 7478
		SP:Iteration 6F (4996.830000 sec): 3 clusters
  Score: Raw -14252211.976688 + Penalty 5701.336035 = -14246510.640653
  nChanged 7111
		SP:Iteration 7F (4997.200000 sec): 3 clusters
  Score: Raw -14258299.004500 + Penalty 5701.336035 = -14252597.668465
  nChanged 5621
		SP:Iteration 8F (4997.560000 sec): 3 clusters
  Score: Raw -14263530.787474 + Penalty 5701.336035 = -14257829.451439
  nChanged 3688
		SP:Iteration 9Q (4997.910000 sec): 3 clusters
  Score: Raw -14267381.755241 + Penalty 5701.336035 = -14261680.419206
  nChanged 2179
		SP:Iteration 10Q (4998.230000 sec): 3 clusters
  Score: Raw -14269691.268205 + Penalty 5701.336035 = -14263989.932170
  nChanged 1347
		SP:Iteration 11Q (4998.530000 sec): 3 clusters
  Score: Raw -14270771.326791 + Penalty 5701.336035 = -14265069.990756
  nChanged 864
		SP:Iteration 12Q (4998.810000 sec): 3 clusters
  Score: Raw -14271297.154992 + Penalty 5701.336035 = -14265595.818957
  nChanged 588
		SP:Iteration 13Q (4999.080000 sec): 3 clusters
  Score: Raw -14271586.802413 + Penalty 5701.336035 = -14265885.466378
  nChanged 455
		SP:Iteration 14Q (4999.360000 sec): 3 clusters
  Score: Raw -14271787.772107 + Penalty 5701.336035 = -14266086.436072
  nChanged 404
		SP:Iteration 15Q (4999.630000 sec): 3 clusters
  Score: Raw -14271961.105308 + Penalty 5701.336035 = -14266259.769273
  nChanged 333
		SP:Iteration 16Q (4999.900000 sec): 3 clusters
  Score: Raw -14272082.586586 + Penalty 5701.336035 = -14266381.250551
  nChanged 253
		SP:Iteration 17Q (5000.170000 sec): 3 clusters
  Score: Raw -14272170.755141 + Penalty 5701.336035 = -14266469.419106
  nChanged 236
		SP:Iteration 18Q (5000.430000 sec): 3 clusters
  Score: Raw -14272243.369071 + Penalty 5701.336035 = -14266542.033036
  nChanged 197
		SP:Iteration 19Q (5000.700000 sec): 3 clusters
  Score: Raw -14272299.838996 + Penalty 5701.336035 = -14266598.502961
  nChanged 183
		SP:Iteration 20F (5001.060000 sec): 3 clusters
  Score: Raw -14272349.881877 + Penalty 5701.336035 = -14266648.545842
  nChanged 149
		SP:Iteration 21Q (5001.320000 sec): 3 clusters
  Score: Raw -14272388.106204 + Penalty 5701.336035 = -14266686.770169
  nChanged 122
		SP:Iteration 22Q (5001.590000 sec): 3 clusters
  Score: Raw -14272420.695117 + Penalty 5701.336035 = -14266719.359082
  nChanged 112
		SP:Iteration 23Q (5001.850000 sec): 3 clusters
  Score: Raw -14272450.661881 + Penalty 5701.336035 = -14266749.325846
  nChanged 96
		SP:Iteration 24Q (5002.120000 sec): 3 clusters
  Score: Raw -14272474.890576 + Penalty 5701.336035 = -14266773.554541
  nChanged 92
		SP:Iteration 25Q (5002.380000 sec): 3 clusters
  Score: Raw -14272496.136111 + Penalty 5701.336035 = -14266794.800076
  nChanged 84
		SP:Iteration 26Q (5002.640000 sec): 3 clusters
  Score: Raw -14272516.721647 + Penalty 5701.336035 = -14266815.385612
  nChanged 72
		SP:Iteration 27Q (5002.900000 sec): 3 clusters
  Score: Raw -14272530.416570 + Penalty 5701.336035 = -14266829.080535
  nChanged 49
		SP:Iteration 28Q (5003.160000 sec): 3 clusters
  Score: Raw -14272540.645774 + Penalty 5701.336035 = -14266839.309739
  nChanged 32
		SP:Iteration 29Q (5003.420000 sec): 3 clusters
  Score: Raw -14272547.501021 + Penalty 5701.336035 = -14266846.164986
  nChanged 34
		SP:Iteration 30Q (5003.680000 sec): 3 clusters
  Score: Raw -14272553.404997 + Penalty 5701.336035 = -14266852.068962
  nChanged 33
		SP:Iteration 31Q (5003.940000 sec): 3 clusters
  Score: Raw -14272560.088761 + Penalty 5701.336035 = -14266858.752726
  nChanged 36
		SP:Iteration 32Q (5004.200000 sec): 3 clusters
  Score: Raw -14272566.620564 + Penalty 5701.336035 = -14266865.284529
  nChanged 29
		SP:Iteration 33Q (5004.450000 sec): 3 clusters
  Score: Raw -14272571.070294 + Penalty 5701.336035 = -14266869.734259
  nChanged 22
		SP:Iteration 34Q (5004.710000 sec): 3 clusters
  Score: Raw -14272575.003405 + Penalty 5701.336035 = -14266873.667370
  nChanged 20
		SP:Iteration 35Q (5004.970000 sec): 3 clusters
  Score: Raw -14272578.650489 + Penalty 5701.336035 = -14266877.314454
  nChanged 26
		SP:Iteration 36Q (5005.230000 sec): 3 clusters
  Score: Raw -14272583.350738 + Penalty 5701.336035 = -14266882.014703
  nChanged 18
		SP:Iteration 37Q (5005.490000 sec): 3 clusters
  Score: Raw -14272586.442954 + Penalty 5701.336035 = -14266885.106919
  nChanged 17
		SP:Iteration 38Q (5005.750000 sec): 3 clusters
  Score: Raw -14272588.849993 + Penalty 5701.336035 = -14266887.513958
  nChanged 14
		SP:Iteration 39Q (5006.010000 sec): 3 clusters
  Score: Raw -14272590.653198 + Penalty 5701.336035 = -14266889.317163
  nChanged 7
		SP:Iteration 40F (5006.380000 sec): 3 clusters
  Score: Raw -14272591.576888 + Penalty 5701.336035 = -14266890.240853
  nChanged 5
		SP:Iteration 41Q (5006.640000 sec): 3 clusters
  Score: Raw -14272592.243628 + Penalty 5701.336035 = -14266890.907593
  nChanged 6
		SP:Iteration 42Q (5006.900000 sec): 3 clusters
  Score: Raw -14272593.336620 + Penalty 5701.336035 = -14266892.000585
  nChanged 8
		SP:Iteration 43Q (5007.160000 sec): 3 clusters
  Score: Raw -14272594.609887 + Penalty 5701.336035 = -14266893.273852
  nChanged 8
		SP:Iteration 44Q (5007.410000 sec): 3 clusters
  Score: Raw -14272595.841207 + Penalty 5701.336035 = -14266894.505172
  nChanged 12
		SP:Iteration 45Q (5007.670000 sec): 3 clusters
  Score: Raw -14272597.324659 + Penalty 5701.336035 = -14266895.988624
  nChanged 5
		SP:Iteration 46Q (5007.930000 sec): 3 clusters
  Score: Raw -14272598.359476 + Penalty 5701.336035 = -14266897.023441
  nChanged 5
		SP:Iteration 47Q (5008.190000 sec): 3 clusters
  Score: Raw -14272599.073228 + Penalty 5701.336035 = -14266897.737193
  nChanged 6
		SP:Iteration 48Q (5008.450000 sec): 3 clusters
  Score: Raw -14272600.056831 + Penalty 5701.336035 = -14266898.720796
  nChanged 9
		SP:Iteration 49Q (5008.700000 sec): 3 clusters
  Score: Raw -14272601.620443 + Penalty 5701.336035 = -14266900.284408
  nChanged 11
		SP:Iteration 50Q (5008.960000 sec): 3 clusters
  Score: Raw -14272603.493548 + Penalty 5701.336035 = -14266902.157513
  nChanged 7
		SP:Iteration 51Q (5009.220000 sec): 3 clusters
  Score: Raw -14272604.435925 + Penalty 5701.336035 = -14266903.099890
  nChanged 9
		SP:Iteration 52Q (5009.480000 sec): 3 clusters
  Score: Raw -14272605.713862 + Penalty 5701.336035 = -14266904.377828
  nChanged 10
		SP:Iteration 53Q (5009.740000 sec): 3 clusters
  Score: Raw -14272607.375233 + Penalty 5701.336035 = -14266906.039198
  nChanged 10
		SP:Iteration 54Q (5010.000000 sec): 3 clusters
  Score: Raw -14272609.094195 + Penalty 5701.336035 = -14266907.758160
  nChanged 10
		SP:Iteration 55Q (5010.250000 sec): 3 clusters
  Score: Raw -14272610.877710 + Penalty 5701.336035 = -14266909.541675
  nChanged 11
		SP:Iteration 56Q (5010.510000 sec): 3 clusters
  Score: Raw -14272612.782768 + Penalty 5701.336035 = -14266911.446733
  nChanged 8
		SP:Iteration 57Q (5010.770000 sec): 3 clusters
  Score: Raw -14272614.732496 + Penalty 5701.336035 = -14266913.396461
  nChanged 12
		SP:Iteration 58Q (5011.030000 sec): 3 clusters
  Score: Raw -14272616.977322 + Penalty 5701.336035 = -14266915.641288
  nChanged 15
		SP:Iteration 59Q (5011.280000 sec): 3 clusters
  Score: Raw -14272620.074743 + Penalty 5701.336035 = -14266918.738708
  nChanged 11
		SP:Iteration 60F (5011.660000 sec): 3 clusters
  Score: Raw -14272622.072578 + Penalty 5701.336035 = -14266920.736543
  nChanged 23
		SP:Iteration 61Q (5011.920000 sec): 3 clusters
  Score: Raw -14272626.148629 + Penalty 5701.336035 = -14266924.812594
  nChanged 24
		SP:Iteration 62Q (5012.170000 sec): 3 clusters
  Score: Raw -14272630.053263 + Penalty 5701.336035 = -14266928.717228
  nChanged 24
		SP:Iteration 63Q (5012.430000 sec): 3 clusters
  Score: Raw -14272636.126444 + Penalty 5701.336035 = -14266934.790409
  nChanged 25
		SP:Iteration 64Q (5012.690000 sec): 3 clusters
  Score: Raw -14272641.365543 + Penalty 5701.336035 = -14266940.029508
  nChanged 23
		SP:Iteration 65Q (5012.950000 sec): 3 clusters
  Score: Raw -14272646.190163 + Penalty 5701.336035 = -14266944.854128
  nChanged 17
		SP:Iteration 66Q (5013.200000 sec): 3 clusters
  Score: Raw -14272648.734203 + Penalty 5701.336035 = -14266947.398168
  nChanged 10
		SP:Iteration 67Q (5013.460000 sec): 3 clusters
  Score: Raw -14272650.082240 + Penalty 5701.336035 = -14266948.746205
  nChanged 6
		SP:Iteration 68Q (5013.720000 sec): 3 clusters
  Score: Raw -14272650.933990 + Penalty 5701.336035 = -14266949.597955
  nChanged 3
		SP:Iteration 69Q (5013.980000 sec): 3 clusters
  Score: Raw -14272651.350352 + Penalty 5701.336035 = -14266950.014317
  nChanged 5
		SP:Iteration 70Q (5014.240000 sec): 3 clusters
  Score: Raw -14272652.319471 + Penalty 5701.336035 = -14266950.983436
  nChanged 7
		SP:Iteration 71Q (5014.500000 sec): 3 clusters
  Score: Raw -14272653.450526 + Penalty 5701.336035 = -14266952.114491
  nChanged 6
		SP:Iteration 72Q (5014.750000 sec): 3 clusters
  Score: Raw -14272654.140355 + Penalty 5701.336035 = -14266952.804320
  nChanged 4
		SP:Iteration 73Q (5015.010000 sec): 3 clusters
  Score: Raw -14272654.682338 + Penalty 5701.336035 = -14266953.346303
  nChanged 3
		SP:Iteration 74Q (5015.270000 sec): 3 clusters
  Score: Raw -14272655.149217 + Penalty 5701.336035 = -14266953.813182
  nChanged 2
		SP:Iteration 75Q (5015.530000 sec): 3 clusters
  Score: Raw -14272655.657732 + Penalty 5701.336035 = -14266954.321698
  nChanged 1
		SP:Iteration 76Q (5015.790000 sec): 3 clusters
  Score: Raw -14272656.060657 + Penalty 5701.336035 = -14266954.724622
  nChanged 0
		SP:Iteration 77F (5016.150000 sec): 3 clusters
  Score: Raw -14272656.060657 + Penalty 5701.336035 = -14266954.724622
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (35245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5016.300000 sec): 2 clusters
  Score: Raw -5468772.622828 + Penalty 2596.579581 = -5466176.043248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5016.430000 sec): 3 clusters
  Score: Raw -5447384.159394 + Penalty 5193.159161 = -5442191.000233
  nChanged 16045
		SP:Iteration 1F (5016.560000 sec): 3 clusters
  Score: Raw -5455881.267776 + Penalty 5193.159161 = -5450688.108615
  nChanged 1479
		SP:Iteration 2Q (5016.690000 sec): 3 clusters
  Score: Raw -5456282.433045 + Penalty 5193.159161 = -5451089.273884
  nChanged 1317
		SP:Iteration 3Q (5016.820000 sec): 3 clusters
  Score: Raw -5456642.251879 + Penalty 5193.159161 = -5451449.092718
  nChanged 1235
		SP:Iteration 4Q (5016.960000 sec): 3 clusters
  Score: Raw -5457000.482922 + Penalty 5193.159161 = -5451807.323760
  nChanged 1278
		SP:Iteration 5Q (5017.090000 sec): 3 clusters
  Score: Raw -5457423.441988 + Penalty 5193.159161 = -5452230.282827
  nChanged 1394
		SP:Iteration 6Q (5017.220000 sec): 3 clusters
  Score: Raw -5457956.250445 + Penalty 5193.159161 = -5452763.091284
  nChanged 1604
		SP:Iteration 7Q (5017.360000 sec): 3 clusters
  Score: Raw -5458719.020814 + Penalty 5193.159161 = -5453525.861653
  nChanged 2011
		SP:Iteration 8F (5017.480000 sec): 3 clusters
  Score: Raw -5459925.779529 + Penalty 5193.159161 = -5454732.620367
  nChanged 2395
		SP:Iteration 9F (5017.610000 sec): 3 clusters
  Score: Raw -5461702.655936 + Penalty 5193.159161 = -5456509.496775
  nChanged 2506
		SP:Iteration 10F (5017.740000 sec): 3 clusters
  Score: Raw -5463887.938207 + Penalty 5193.159161 = -5458694.779046
  nChanged 2270
		SP:Iteration 11F (5017.870000 sec): 3 clusters
  Score: Raw -5466056.006291 + Penalty 5193.159161 = -5460862.847130
  nChanged 1566
		SP:Iteration 12Q (5018.000000 sec): 3 clusters
  Score: Raw -5467571.701026 + Penalty 5193.159161 = -5462378.541864
  nChanged 847
		SP:Iteration 13Q (5018.120000 sec): 3 clusters
  Score: Raw -5468330.125624 + Penalty 5193.159161 = -5463136.966463
  nChanged 406
		SP:Iteration 14Q (5018.220000 sec): 3 clusters
  Score: Raw -5468697.726468 + Penalty 5193.159161 = -5463504.567307
  nChanged 190
		SP:Iteration 15Q (5018.320000 sec): 3 clusters
  Score: Raw -5468876.037124 + Penalty 5193.159161 = -5463682.877963
  nChanged 109
		SP:Iteration 16Q (5018.420000 sec): 3 clusters
  Score: Raw -5468989.400144 + Penalty 5193.159161 = -5463796.240983
  nChanged 67
		SP:Iteration 17Q (5018.520000 sec): 3 clusters
  Score: Raw -5469060.245832 + Penalty 5193.159161 = -5463867.086671
  nChanged 29
		SP:Iteration 18Q (5018.610000 sec): 3 clusters
  Score: Raw -5469088.723919 + Penalty 5193.159161 = -5463895.564757
  nChanged 14
		SP:Iteration 19Q (5018.700000 sec): 3 clusters
  Score: Raw -5469102.101650 + Penalty 5193.159161 = -5463908.942488
  nChanged 10
		SP:Iteration 20F (5018.830000 sec): 3 clusters
  Score: Raw -5469111.413850 + Penalty 5193.159161 = -5463918.254688
  nChanged 5
		SP:Iteration 21Q (5018.920000 sec): 3 clusters
  Score: Raw -5469117.162340 + Penalty 5193.159161 = -5463924.003178
  nChanged 5
		SP:Iteration 22Q (5019.020000 sec): 3 clusters
  Score: Raw -5469120.847083 + Penalty 5193.159161 = -5463927.687922
  nChanged 6
		SP:Iteration 23Q (5019.110000 sec): 3 clusters
  Score: Raw -5469126.816195 + Penalty 5193.159161 = -5463933.657034
  nChanged 4
		SP:Iteration 24Q (5019.200000 sec): 3 clusters
  Score: Raw -5469130.662477 + Penalty 5193.159161 = -5463937.503315
  nChanged 6
		SP:Iteration 25Q (5019.290000 sec): 3 clusters
  Score: Raw -5469138.044478 + Penalty 5193.159161 = -5463944.885317
  nChanged 6
		SP:Iteration 26Q (5019.380000 sec): 3 clusters
  Score: Raw -5469143.290070 + Penalty 5193.159161 = -5463950.130908
  nChanged 4
		SP:Iteration 27Q (5019.480000 sec): 3 clusters
  Score: Raw -5469146.537218 + Penalty 5193.159161 = -5463953.378057
  nChanged 0
		SP:Iteration 28F (5019.600000 sec): 3 clusters
  Score: Raw -5469146.537218 + Penalty 5193.159161 = -5463953.378057
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5019.930000 sec): 2 clusters
  Score: Raw -14585300.756965 + Penalty 2852.045792 = -14582448.711173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5020.290000 sec): 3 clusters
  Score: Raw -14522037.953948 + Penalty 5704.091584 = -14516333.862365
  nChanged 46554
		SP:Iteration 1F (5020.660000 sec): 3 clusters
  Score: Raw -14548705.684191 + Penalty 5704.091584 = -14543001.592607
  nChanged 3590
		SP:Iteration 2Q (5021.030000 sec): 3 clusters
  Score: Raw -14549761.678664 + Penalty 5704.091584 = -14544057.587080
  nChanged 3990
		SP:Iteration 3Q (5021.400000 sec): 3 clusters
  Score: Raw -14551194.908211 + Penalty 5704.091584 = -14545490.816627
  nChanged 4802
		SP:Iteration 4Q (5021.780000 sec): 3 clusters
  Score: Raw -14553362.402646 + Penalty 5704.091584 = -14547658.311063
  nChanged 5918
		SP:Iteration 5F (5022.140000 sec): 3 clusters
  Score: Raw -14556770.790376 + Penalty 5704.091584 = -14551066.698793
  nChanged 7069
		SP:Iteration 6F (5022.500000 sec): 3 clusters
  Score: Raw -14561739.414832 + Penalty 5704.091584 = -14556035.323248
  nChanged 7776
		SP:Iteration 7F (5022.870000 sec): 3 clusters
  Score: Raw -14567906.687016 + Penalty 5704.091584 = -14562202.595432
  nChanged 7092
		SP:Iteration 8F (5023.240000 sec): 3 clusters
  Score: Raw -14573936.235107 + Penalty 5704.091584 = -14568232.143524
  nChanged 5641
		SP:Iteration 9F (5023.600000 sec): 3 clusters
  Score: Raw -14578850.308559 + Penalty 5704.091584 = -14573146.216975
  nChanged 3713
		SP:Iteration 10Q (5023.960000 sec): 3 clusters
  Score: Raw -14582041.841932 + Penalty 5704.091584 = -14576337.750348
  nChanged 2138
		SP:Iteration 11Q (5024.310000 sec): 3 clusters
  Score: Raw -14583839.440633 + Penalty 5704.091584 = -14578135.349049
  nChanged 1063
		SP:Iteration 12Q (5024.620000 sec): 3 clusters
  Score: Raw -14584735.637496 + Penalty 5704.091584 = -14579031.545913
  nChanged 549
		SP:Iteration 13Q (5024.910000 sec): 3 clusters
  Score: Raw -14585225.978765 + Penalty 5704.091584 = -14579521.887181
  nChanged 277
		SP:Iteration 14Q (5025.180000 sec): 3 clusters
  Score: Raw -14585472.459346 + Penalty 5704.091584 = -14579768.367762
  nChanged 162
		SP:Iteration 15Q (5025.450000 sec): 3 clusters
  Score: Raw -14585610.810046 + Penalty 5704.091584 = -14579906.718462
  nChanged 99
		SP:Iteration 16Q (5025.710000 sec): 3 clusters
  Score: Raw -14585691.789744 + Penalty 5704.091584 = -14579987.698160
  nChanged 65
		SP:Iteration 17Q (5025.960000 sec): 3 clusters
  Score: Raw -14585748.187523 + Penalty 5704.091584 = -14580044.095940
  nChanged 44
		SP:Iteration 18Q (5026.220000 sec): 3 clusters
  Score: Raw -14585779.511028 + Penalty 5704.091584 = -14580075.419445
  nChanged 25
		SP:Iteration 19Q (5026.470000 sec): 3 clusters
  Score: Raw -14585797.804706 + Penalty 5704.091584 = -14580093.713123
  nChanged 17
		SP:Iteration 20F (5026.830000 sec): 3 clusters
  Score: Raw -14585812.567750 + Penalty 5704.091584 = -14580108.476166
  nChanged 17
		SP:Iteration 21Q (5027.080000 sec): 3 clusters
  Score: Raw -14585825.873523 + Penalty 5704.091584 = -14580121.781939
  nChanged 15
		SP:Iteration 22Q (5027.340000 sec): 3 clusters
  Score: Raw -14585834.275742 + Penalty 5704.091584 = -14580130.184159
  nChanged 10
		SP:Iteration 23Q (5027.590000 sec): 3 clusters
  Score: Raw -14585840.196726 + Penalty 5704.091584 = -14580136.105143
  nChanged 7
		SP:Iteration 24Q (5027.840000 sec): 3 clusters
  Score: Raw -14585843.251361 + Penalty 5704.091584 = -14580139.159778
  nChanged 4
		SP:Iteration 25Q (5028.090000 sec): 3 clusters
  Score: Raw -14585846.127088 + Penalty 5704.091584 = -14580142.035505
  nChanged 6
		SP:Iteration 26Q (5028.340000 sec): 3 clusters
  Score: Raw -14585849.320816 + Penalty 5704.091584 = -14580145.229233
  nChanged 2
		SP:Iteration 27Q (5028.600000 sec): 3 clusters
  Score: Raw -14585849.998568 + Penalty 5704.091584 = -14580145.906984
  nChanged 0
		SP:Iteration 28F (5028.960000 sec): 3 clusters
  Score: Raw -14585849.998568 + Penalty 5704.091584 = -14580145.906984
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5029.000000 sec): 2 clusters
  Score: Raw -74856.291948 + Penalty 1616.382476 = -73239.909472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5029.000000 sec): 3 clusters
  Score: Raw -75115.875612 + Penalty 3232.764951 = -71883.110660
  nChanged 233
		SP:Iteration 1F (5029.000000 sec): 3 clusters
  Score: Raw -77619.641638 + Penalty 3232.764951 = -74386.876686
  nChanged 101
		SP:Iteration 2F (5029.000000 sec): 3 clusters
  Score: Raw -79141.435058 + Penalty 3232.764951 = -75908.670106
  nChanged 23
		SP:Iteration 3Q (5029.000000 sec): 3 clusters
  Score: Raw -79742.237510 + Penalty 3232.764951 = -76509.472558
  nChanged 8
		SP:Iteration 4Q (5029.010000 sec): 3 clusters
  Score: Raw -79800.997213 + Penalty 3232.764951 = -76568.232262
  nChanged 2
		SP:Iteration 5Q (5029.010000 sec): 3 clusters
  Score: Raw -79805.578119 + Penalty 3232.764951 = -76572.813167
  nChanged 1
		SP:Iteration 6Q (5029.010000 sec): 3 clusters
  Score: Raw -79807.169169 + Penalty 3232.764951 = -76574.404218
  nChanged 0
		SP:Iteration 7F (5029.010000 sec): 3 clusters
  Score: Raw -79807.169169 + Penalty 3232.764951 = -76574.404218
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 31.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5029.190000 sec): 2 clusters
  Score: Raw -7518386.432317 + Penalty 2689.191557 = -7515697.240760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5029.380000 sec): 3 clusters
  Score: Raw -7486611.156517 + Penalty 5378.383114 = -7481232.773403
  nChanged 23699
		SP:Iteration 1F (5029.560000 sec): 3 clusters
  Score: Raw -7499612.513508 + Penalty 5378.383114 = -7494234.130394
  nChanged 2027
		SP:Iteration 2Q (5029.760000 sec): 3 clusters
  Score: Raw -7500164.414760 + Penalty 5378.383114 = -7494786.031647
  nChanged 1919
		SP:Iteration 3Q (5029.950000 sec): 3 clusters
  Score: Raw -7500728.462583 + Penalty 5378.383114 = -7495350.079469
  nChanged 1950
		SP:Iteration 4Q (5030.140000 sec): 3 clusters
  Score: Raw -7501332.391914 + Penalty 5378.383114 = -7495954.008800
  nChanged 2013
		SP:Iteration 5Q (5030.340000 sec): 3 clusters
  Score: Raw -7501951.877894 + Penalty 5378.383114 = -7496573.494781
  nChanged 2039
		SP:Iteration 6Q (5030.530000 sec): 3 clusters
  Score: Raw -7502658.197254 + Penalty 5378.383114 = -7497279.814141
  nChanged 2252
		SP:Iteration 7Q (5030.730000 sec): 3 clusters
  Score: Raw -7503518.584425 + Penalty 5378.383114 = -7498140.201312
  nChanged 2352
		SP:Iteration 8Q (5030.920000 sec): 3 clusters
  Score: Raw -7504489.332602 + Penalty 5378.383114 = -7499110.949488
  nChanged 2358
		SP:Iteration 9Q (5031.110000 sec): 3 clusters
  Score: Raw -7505531.563023 + Penalty 5378.383114 = -7500153.179910
  nChanged 2441
		SP:Iteration 10Q (5031.310000 sec): 3 clusters
  Score: Raw -7506677.832525 + Penalty 5378.383114 = -7501299.449411
  nChanged 2375
		SP:Iteration 11Q (5031.500000 sec): 3 clusters
  Score: Raw -7507859.218467 + Penalty 5378.383114 = -7502480.835353
  nChanged 2280
		SP:Iteration 12Q (5031.690000 sec): 3 clusters
  Score: Raw -7509062.536901 + Penalty 5378.383114 = -7503684.153787
  nChanged 2105
		SP:Iteration 13Q (5031.880000 sec): 3 clusters
  Score: Raw -7510290.216784 + Penalty 5378.383114 = -7504911.833671
  nChanged 1935
		SP:Iteration 14Q (5032.070000 sec): 3 clusters
  Score: Raw -7511533.720237 + Penalty 5378.383114 = -7506155.337123
  nChanged 1713
		SP:Iteration 15Q (5032.270000 sec): 3 clusters
  Score: Raw -7512751.663611 + Penalty 5378.383114 = -7507373.280497
  nChanged 1516
		SP:Iteration 16Q (5032.460000 sec): 3 clusters
  Score: Raw -7513925.144643 + Penalty 5378.383114 = -7508546.761529
  nChanged 1309
		SP:Iteration 17Q (5032.640000 sec): 3 clusters
  Score: Raw -7514931.052902 + Penalty 5378.383114 = -7509552.669788
  nChanged 1048
		SP:Iteration 18Q (5032.810000 sec): 3 clusters
  Score: Raw -7515649.354926 + Penalty 5378.383114 = -7510270.971812
  nChanged 815
		SP:Iteration 19Q (5032.970000 sec): 3 clusters
  Score: Raw -7516138.546203 + Penalty 5378.383114 = -7510760.163089
  nChanged 632
		SP:Iteration 20F (5033.160000 sec): 3 clusters
  Score: Raw -7516492.708259 + Penalty 5378.383114 = -7511114.325146
  nChanged 546
		SP:Iteration 21Q (5033.310000 sec): 3 clusters
  Score: Raw -7516777.616510 + Penalty 5378.383114 = -7511399.233396
  nChanged 462
		SP:Iteration 22Q (5033.460000 sec): 3 clusters
  Score: Raw -7517018.450164 + Penalty 5378.383114 = -7511640.067051
  nChanged 393
		SP:Iteration 23Q (5033.610000 sec): 3 clusters
  Score: Raw -7517218.123774 + Penalty 5378.383114 = -7511839.740660
  nChanged 345
		SP:Iteration 24Q (5033.750000 sec): 3 clusters
  Score: Raw -7517390.326543 + Penalty 5378.383114 = -7512011.943429
  nChanged 313
		SP:Iteration 25Q (5033.890000 sec): 3 clusters
  Score: Raw -7517542.396499 + Penalty 5378.383114 = -7512164.013386
  nChanged 273
		SP:Iteration 26Q (5034.040000 sec): 3 clusters
  Score: Raw -7517666.008036 + Penalty 5378.383114 = -7512287.624922
  nChanged 237
		SP:Iteration 27Q (5034.180000 sec): 3 clusters
  Score: Raw -7517779.963347 + Penalty 5378.383114 = -7512401.580233
  nChanged 228
		SP:Iteration 28Q (5034.320000 sec): 3 clusters
  Score: Raw -7517895.373466 + Penalty 5378.383114 = -7512516.990352
  nChanged 193
		SP:Iteration 29Q (5034.450000 sec): 3 clusters
  Score: Raw -7517986.302519 + Penalty 5378.383114 = -7512607.919406
  nChanged 174
		SP:Iteration 30Q (5034.590000 sec): 3 clusters
  Score: Raw -7518064.443255 + Penalty 5378.383114 = -7512686.060141
  nChanged 147
		SP:Iteration 31Q (5034.730000 sec): 3 clusters
  Score: Raw -7518140.121627 + Penalty 5378.383114 = -7512761.738513
  nChanged 135
		SP:Iteration 32Q (5034.870000 sec): 3 clusters
  Score: Raw -7518210.325274 + Penalty 5378.383114 = -7512831.942160
  nChanged 128
		SP:Iteration 33Q (5035.000000 sec): 3 clusters
  Score: Raw -7518281.429895 + Penalty 5378.383114 = -7512903.046782
  nChanged 107
		SP:Iteration 34Q (5035.140000 sec): 3 clusters
  Score: Raw -7518340.279828 + Penalty 5378.383114 = -7512961.896714
  nChanged 99
		SP:Iteration 35Q (5035.270000 sec): 3 clusters
  Score: Raw -7518395.949832 + Penalty 5378.383114 = -7513017.566718
  nChanged 79
		SP:Iteration 36Q (5035.410000 sec): 3 clusters
  Score: Raw -7518446.456500 + Penalty 5378.383114 = -7513068.073386
  nChanged 69
		SP:Iteration 37Q (5035.540000 sec): 3 clusters
  Score: Raw -7518486.445706 + Penalty 5378.383114 = -7513108.062593
  nChanged 59
		SP:Iteration 38Q (5035.670000 sec): 3 clusters
  Score: Raw -7518518.742801 + Penalty 5378.383114 = -7513140.359688
  nChanged 40
		SP:Iteration 39Q (5035.800000 sec): 3 clusters
  Score: Raw -7518540.085493 + Penalty 5378.383114 = -7513161.702379
  nChanged 38
		SP:Iteration 40F (5035.990000 sec): 3 clusters
  Score: Raw -7518560.701626 + Penalty 5378.383114 = -7513182.318513
  nChanged 22
		SP:Iteration 41Q (5036.120000 sec): 3 clusters
  Score: Raw -7518574.797414 + Penalty 5378.383114 = -7513196.414300
  nChanged 23
		SP:Iteration 42Q (5036.250000 sec): 3 clusters
  Score: Raw -7518590.677934 + Penalty 5378.383114 = -7513212.294820
  nChanged 24
		SP:Iteration 43Q (5036.390000 sec): 3 clusters
  Score: Raw -7518605.666478 + Penalty 5378.383114 = -7513227.283365
  nChanged 19
		SP:Iteration 44Q (5036.520000 sec): 3 clusters
  Score: Raw -7518618.670188 + Penalty 5378.383114 = -7513240.287074
  nChanged 17
		SP:Iteration 45Q (5036.650000 sec): 3 clusters
  Score: Raw -7518628.219473 + Penalty 5378.383114 = -7513249.836359
  nChanged 18
		SP:Iteration 46Q (5036.780000 sec): 3 clusters
  Score: Raw -7518638.627996 + Penalty 5378.383114 = -7513260.244883
  nChanged 21
		SP:Iteration 47Q (5036.910000 sec): 3 clusters
  Score: Raw -7518651.679323 + Penalty 5378.383114 = -7513273.296209
  nChanged 20
		SP:Iteration 48Q (5037.040000 sec): 3 clusters
  Score: Raw -7518662.159345 + Penalty 5378.383114 = -7513283.776231
  nChanged 12
		SP:Iteration 49Q (5037.170000 sec): 3 clusters
  Score: Raw -7518669.303734 + Penalty 5378.383114 = -7513290.920620
  nChanged 10
		SP:Iteration 50Q (5037.310000 sec): 3 clusters
  Score: Raw -7518675.204379 + Penalty 5378.383114 = -7513296.821265
  nChanged 8
		SP:Iteration 51Q (5037.440000 sec): 3 clusters
  Score: Raw -7518681.203046 + Penalty 5378.383114 = -7513302.819933
  nChanged 16
		SP:Iteration 52Q (5037.570000 sec): 3 clusters
  Score: Raw -7518691.445834 + Penalty 5378.383114 = -7513313.062721
  nChanged 15
		SP:Iteration 53Q (5037.700000 sec): 3 clusters
  Score: Raw -7518704.401567 + Penalty 5378.383114 = -7513326.018453
  nChanged 10
		SP:Iteration 54Q (5037.830000 sec): 3 clusters
  Score: Raw -7518709.182794 + Penalty 5378.383114 = -7513330.799680
  nChanged 4
		SP:Iteration 55Q (5037.960000 sec): 3 clusters
  Score: Raw -7518712.060359 + Penalty 5378.383114 = -7513333.677246
  nChanged 2
		SP:Iteration 56Q (5038.090000 sec): 3 clusters
  Score: Raw -7518713.100144 + Penalty 5378.383114 = -7513334.717031
  nChanged 2
		SP:Iteration 57Q (5038.220000 sec): 3 clusters
  Score: Raw -7518714.415783 + Penalty 5378.383114 = -7513336.032669
  nChanged 2
		SP:Iteration 58Q (5038.350000 sec): 3 clusters
  Score: Raw -7518715.953410 + Penalty 5378.383114 = -7513337.570296
  nChanged 2
		SP:Iteration 59Q (5038.490000 sec): 3 clusters
  Score: Raw -7518717.159241 + Penalty 5378.383114 = -7513338.776128
  nChanged 1
		SP:Iteration 60F (5038.670000 sec): 3 clusters
  Score: Raw -7518717.520593 + Penalty 5378.383114 = -7513339.137479
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5038.700000 sec): 2 clusters
  Score: Raw -61959.110712 + Penalty 1516.741247 = -60442.369465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5038.700000 sec): 3 clusters
  Score: Raw -62215.975112 + Penalty 3033.482494 = -59182.492618
  nChanged 122
		SP:Iteration 1F (5038.700000 sec): 3 clusters
  Score: Raw -62618.274511 + Penalty 3033.482494 = -59584.792017
  nChanged 32
		SP:Iteration 2F (5038.700000 sec): 3 clusters
  Score: Raw -62781.051617 + Penalty 3033.482494 = -59747.569123
  nChanged 11
		SP:Iteration 3Q (5038.700000 sec): 3 clusters
  Score: Raw -62841.862565 + Penalty 3033.482494 = -59808.380071
  nChanged 6
		SP:Iteration 4Q (5038.710000 sec): 3 clusters
  Score: Raw -62871.995533 + Penalty 3033.482494 = -59838.513039
  nChanged 5
		SP:Iteration 5Q (5038.710000 sec): 3 clusters
  Score: Raw -62924.409954 + Penalty 3033.482494 = -59890.927460
  nChanged 6
		SP:Iteration 6Q (5038.710000 sec): 3 clusters
  Score: Raw -62968.044223 + Penalty 3033.482494 = -59934.561729
  nChanged 5
		SP:Iteration 7Q (5038.710000 sec): 3 clusters
  Score: Raw -62984.313484 + Penalty 3033.482494 = -59950.830989
  nChanged 5
		SP:Iteration 8Q (5038.710000 sec): 3 clusters
  Score: Raw -63005.111276 + Penalty 3033.482494 = -59971.628782
  nChanged 5
		SP:Iteration 9Q (5038.710000 sec): 3 clusters
  Score: Raw -63117.145232 + Penalty 3033.482494 = -60083.662738
  nChanged 5
		SP:Iteration 10Q (5038.710000 sec): 3 clusters
  Score: Raw -63137.873376 + Penalty 3033.482494 = -60104.390882
  nChanged 2
		SP:Iteration 11Q (5038.710000 sec): 3 clusters
  Score: Raw -63151.310793 + Penalty 3033.482494 = -60117.828299
  nChanged 2
		SP:Iteration 12Q (5038.710000 sec): 3 clusters
  Score: Raw -63155.791122 + Penalty 3033.482494 = -60122.308628
  nChanged 0
		SP:Iteration 13F (5038.720000 sec): 3 clusters
  Score: Raw -63155.791122 + Penalty 3033.482494 = -60122.308628
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5038.720000 sec): 2 clusters
  Score: Raw -89509.118693 + Penalty 1606.289146 = -87902.829547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5038.720000 sec): 3 clusters
  Score: Raw -89581.292907 + Penalty 3212.578292 = -86368.714615
  nChanged 154
		SP:Iteration 1F (5038.730000 sec): 3 clusters
  Score: Raw -90012.663123 + Penalty 3212.578292 = -86800.084831
  nChanged 58
		SP:Iteration 2F (5038.730000 sec): 3 clusters
  Score: Raw -90198.685799 + Penalty 3212.578292 = -86986.107507
  nChanged 34
		SP:Iteration 3F (5038.730000 sec): 3 clusters
  Score: Raw -90352.486208 + Penalty 3212.578292 = -87139.907916
  nChanged 31
		SP:Iteration 4Q (5038.730000 sec): 3 clusters
  Score: Raw -90497.045657 + Penalty 3212.578292 = -87284.467365
  nChanged 15
		SP:Iteration 5Q (5038.730000 sec): 3 clusters
  Score: Raw -90549.558495 + Penalty 3212.578292 = -87336.980203
  nChanged 10
		SP:Iteration 6Q (5038.740000 sec): 3 clusters
  Score: Raw -90606.040623 + Penalty 3212.578292 = -87393.462331
  nChanged 14
		SP:Iteration 7Q (5038.740000 sec): 3 clusters
  Score: Raw -90671.469067 + Penalty 3212.578292 = -87458.890775
  nChanged 7
		SP:Iteration 8Q (5038.740000 sec): 3 clusters
  Score: Raw -90714.753716 + Penalty 3212.578292 = -87502.175424
  nChanged 8
		SP:Iteration 9Q (5038.740000 sec): 3 clusters
  Score: Raw -90744.453546 + Penalty 3212.578292 = -87531.875254
  nChanged 4
		SP:Iteration 10Q (5038.750000 sec): 3 clusters
  Score: Raw -90764.009017 + Penalty 3212.578292 = -87551.430725
  nChanged 3
		SP:Iteration 11Q (5038.750000 sec): 3 clusters
  Score: Raw -90774.573601 + Penalty 3212.578292 = -87561.995309
  nChanged 1
		SP:Iteration 12Q (5038.750000 sec): 3 clusters
  Score: Raw -90779.083934 + Penalty 3212.578292 = -87566.505642
  nChanged 1
		SP:Iteration 13Q (5038.750000 sec): 3 clusters
  Score: Raw -90782.636752 + Penalty 3212.578292 = -87570.058460
  nChanged 0
		SP:Iteration 14F (5038.750000 sec): 3 clusters
  Score: Raw -90783.288242 + Penalty 3212.578292 = -87570.709950
  nChanged 2
		SP:Iteration 15Q (5038.750000 sec): 3 clusters
  Score: Raw -90816.431502 + Penalty 3212.578292 = -87603.853210
  nChanged 5
		SP:Iteration 16Q (5038.760000 sec): 3 clusters
  Score: Raw -90835.562164 + Penalty 3212.578292 = -87622.983872
  nChanged 2
		SP:Iteration 17Q (5038.760000 sec): 3 clusters
  Score: Raw -90844.610186 + Penalty 3212.578292 = -87632.031894
  nChanged 1
		SP:Iteration 18Q (5038.760000 sec): 3 clusters
  Score: Raw -90854.523845 + Penalty 3212.578292 = -87641.945553
  nChanged 2
		SP:Iteration 19Q (5038.760000 sec): 3 clusters
  Score: Raw -90869.115316 + Penalty 3212.578292 = -87656.537024
  nChanged 4
		SP:Iteration 20F (5038.770000 sec): 3 clusters
  Score: Raw -90885.932091 + Penalty 3212.578292 = -87673.353799
  nChanged 5
		SP:Iteration 21Q (5038.770000 sec): 3 clusters
  Score: Raw -90965.203045 + Penalty 3212.578292 = -87752.624753
  nChanged 12
		SP:Iteration 22Q (5038.770000 sec): 3 clusters
  Score: Raw -91153.977455 + Penalty 3212.578292 = -87941.399163
  nChanged 4
		SP:Iteration 23Q (5038.770000 sec): 3 clusters
  Score: Raw -91175.301676 + Penalty 3212.578292 = -87962.723384
  nChanged 2
		SP:Iteration 24Q (5038.770000 sec): 3 clusters
  Score: Raw -91179.520705 + Penalty 3212.578292 = -87966.942413
  nChanged 1
		SP:Iteration 25Q (5038.770000 sec): 3 clusters
  Score: Raw -91183.172529 + Penalty 3212.578292 = -87970.594237
  nChanged 0
		SP:Iteration 26F (5038.780000 sec): 3 clusters
  Score: Raw -91183.172529 + Penalty 3212.578292 = -87970.594237
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 32.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (270214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5039.680000 sec): 2 clusters
  Score: Raw -39985991.386586 + Penalty 3101.728440 = -39982889.658146
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5040.680000 sec): 3 clusters
  Score: Raw -39807195.070625 + Penalty 6203.456880 = -39800991.613745
  nChanged 130534
		SP:Iteration 1F (5041.690000 sec): 3 clusters
  Score: Raw -39883668.818350 + Penalty 6203.456880 = -39877465.361470
  nChanged 5140
		SP:Iteration 2Q (5042.710000 sec): 3 clusters
  Score: Raw -39884380.080406 + Penalty 6203.456880 = -39878176.623525
  nChanged 5340
		SP:Iteration 3Q (5043.730000 sec): 3 clusters
  Score: Raw -39885214.015522 + Penalty 6203.456880 = -39879010.558642
  nChanged 6021
		SP:Iteration 4Q (5044.760000 sec): 3 clusters
  Score: Raw -39886393.176763 + Penalty 6203.456880 = -39880189.719883
  nChanged 7530
		SP:Iteration 5Q (5045.790000 sec): 3 clusters
  Score: Raw -39888419.676715 + Penalty 6203.456880 = -39882216.219835
  nChanged 10458
		SP:Iteration 6Q (5046.820000 sec): 3 clusters
  Score: Raw -39892368.842966 + Penalty 6203.456880 = -39886165.386086
  nChanged 14971
		SP:Iteration 7F (5047.810000 sec): 3 clusters
  Score: Raw -39900321.305414 + Penalty 6203.456880 = -39894117.848534
  nChanged 21013
		SP:Iteration 8F (5048.800000 sec): 3 clusters
  Score: Raw -39915633.318684 + Penalty 6203.456880 = -39909429.861804
  nChanged 25931
		SP:Iteration 9F (5049.800000 sec): 3 clusters
  Score: Raw -39939400.881527 + Penalty 6203.456880 = -39933197.424647
  nChanged 24056
		SP:Iteration 10F (5050.800000 sec): 3 clusters
  Score: Raw -39963974.261961 + Penalty 6203.456880 = -39957770.805081
  nChanged 14675
		SP:Iteration 11F (5051.780000 sec): 3 clusters
  Score: Raw -39978945.146073 + Penalty 6203.456880 = -39972741.689193
  nChanged 5636
		SP:Iteration 12Q (5052.640000 sec): 3 clusters
  Score: Raw -39984331.825729 + Penalty 6203.456880 = -39978128.368848
  nChanged 1490
		SP:Iteration 13Q (5053.390000 sec): 3 clusters
  Score: Raw -39985717.055677 + Penalty 6203.456880 = -39979513.598796
  nChanged 333
		SP:Iteration 14Q (5054.100000 sec): 3 clusters
  Score: Raw -39986056.501078 + Penalty 6203.456880 = -39979853.044198
  nChanged 101
		SP:Iteration 15Q (5054.790000 sec): 3 clusters
  Score: Raw -39986176.642160 + Penalty 6203.456880 = -39979973.185280
  nChanged 55
		SP:Iteration 16Q (5055.470000 sec): 3 clusters
  Score: Raw -39986245.375332 + Penalty 6203.456880 = -39980041.918452
  nChanged 29
		SP:Iteration 17Q (5056.160000 sec): 3 clusters
  Score: Raw -39986285.932183 + Penalty 6203.456880 = -39980082.475303
  nChanged 19
		SP:Iteration 18Q (5056.840000 sec): 3 clusters
  Score: Raw -39986313.071881 + Penalty 6203.456880 = -39980109.615001
  nChanged 15
		SP:Iteration 19Q (5057.520000 sec): 3 clusters
  Score: Raw -39986333.491007 + Penalty 6203.456880 = -39980130.034127
  nChanged 9
		SP:Iteration 20F (5058.500000 sec): 3 clusters
  Score: Raw -39986348.705196 + Penalty 6203.456880 = -39980145.248316
  nChanged 4
		SP:Iteration 21Q (5059.190000 sec): 3 clusters
  Score: Raw -39986357.097161 + Penalty 6203.456880 = -39980153.640280
  nChanged 7
		SP:Iteration 22Q (5059.870000 sec): 3 clusters
  Score: Raw -39986371.412054 + Penalty 6203.456880 = -39980167.955174
  nChanged 11
		SP:Iteration 23Q (5060.560000 sec): 3 clusters
  Score: Raw -39986387.239845 + Penalty 6203.456880 = -39980183.782965
  nChanged 3
		SP:Iteration 24Q (5061.230000 sec): 3 clusters
  Score: Raw -39986389.437181 + Penalty 6203.456880 = -39980185.980301
  nChanged 2
		SP:Iteration 25Q (5061.920000 sec): 3 clusters
  Score: Raw -39986392.713258 + Penalty 6203.456880 = -39980189.256378
  nChanged 1
		SP:Iteration 26Q (5062.600000 sec): 3 clusters
  Score: Raw -39986393.202706 + Penalty 6203.456880 = -39980189.745826
  nChanged 0
		SP:Iteration 27F (5063.580000 sec): 3 clusters
  Score: Raw -39986393.202706 + Penalty 6203.456880 = -39980189.745826
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5063.780000 sec): 2 clusters
  Score: Raw -5117737.973293 + Penalty 2583.838474 = -5115154.134819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5063.910000 sec): 3 clusters
  Score: Raw -5097480.229071 + Penalty 5167.676948 = -5092312.552123
  nChanged 15094
		SP:Iteration 1F (5064.030000 sec): 3 clusters
  Score: Raw -5105645.391885 + Penalty 5167.676948 = -5100477.714937
  nChanged 1597
		SP:Iteration 2Q (5064.160000 sec): 3 clusters
  Score: Raw -5106239.773135 + Penalty 5167.676948 = -5101072.096187
  nChanged 1641
		SP:Iteration 3Q (5064.280000 sec): 3 clusters
  Score: Raw -5106954.868854 + Penalty 5167.676948 = -5101787.191906
  nChanged 1905
		SP:Iteration 4F (5064.410000 sec): 3 clusters
  Score: Raw -5108014.276920 + Penalty 5167.676948 = -5102846.599972
  nChanged 2303
		SP:Iteration 5F (5064.530000 sec): 3 clusters
  Score: Raw -5109584.414847 + Penalty 5167.676948 = -5104416.737899
  nChanged 2557
		SP:Iteration 6F (5064.650000 sec): 3 clusters
  Score: Raw -5111711.262778 + Penalty 5167.676948 = -5106543.585830
  nChanged 2535
		SP:Iteration 7F (5064.780000 sec): 3 clusters
  Score: Raw -5114118.887615 + Penalty 5167.676948 = -5108951.210666
  nChanged 1938
		SP:Iteration 8F (5064.900000 sec): 3 clusters
  Score: Raw -5116048.052295 + Penalty 5167.676948 = -5110880.375347
  nChanged 1126
		SP:Iteration 9Q (5065.020000 sec): 3 clusters
  Score: Raw -5117158.732710 + Penalty 5167.676948 = -5111991.055762
  nChanged 486
		SP:Iteration 10Q (5065.130000 sec): 3 clusters
  Score: Raw -5117623.107675 + Penalty 5167.676948 = -5112455.430727
  nChanged 199
		SP:Iteration 11Q (5065.230000 sec): 3 clusters
  Score: Raw -5117830.342664 + Penalty 5167.676948 = -5112662.665716
  nChanged 103
		SP:Iteration 12Q (5065.320000 sec): 3 clusters
  Score: Raw -5117922.816682 + Penalty 5167.676948 = -5112755.139734
  nChanged 46
		SP:Iteration 13Q (5065.410000 sec): 3 clusters
  Score: Raw -5117969.006302 + Penalty 5167.676948 = -5112801.329354
  nChanged 29
		SP:Iteration 14Q (5065.500000 sec): 3 clusters
  Score: Raw -5117996.713676 + Penalty 5167.676948 = -5112829.036727
  nChanged 25
		SP:Iteration 15Q (5065.590000 sec): 3 clusters
  Score: Raw -5118029.538060 + Penalty 5167.676948 = -5112861.861112
  nChanged 20
		SP:Iteration 16Q (5065.680000 sec): 3 clusters
  Score: Raw -5118053.904098 + Penalty 5167.676948 = -5112886.227150
  nChanged 11
		SP:Iteration 17Q (5065.770000 sec): 3 clusters
  Score: Raw -5118067.669081 + Penalty 5167.676948 = -5112899.992133
  nChanged 5
		SP:Iteration 18Q (5065.850000 sec): 3 clusters
  Score: Raw -5118071.572781 + Penalty 5167.676948 = -5112903.895833
  nChanged 1
		SP:Iteration 19Q (5065.940000 sec): 3 clusters
  Score: Raw -5118073.738664 + Penalty 5167.676948 = -5112906.061716
  nChanged 3
		SP:Iteration 20F (5066.070000 sec): 3 clusters
  Score: Raw -5118076.942595 + Penalty 5167.676948 = -5112909.265646
  nChanged 3
		SP:Iteration 21Q (5066.150000 sec): 3 clusters
  Score: Raw -5118080.927316 + Penalty 5167.676948 = -5112913.250367
  nChanged 4
		SP:Iteration 22Q (5066.240000 sec): 3 clusters
  Score: Raw -5118084.408323 + Penalty 5167.676948 = -5112916.731375
  nChanged 1
		SP:Iteration 23Q (5066.330000 sec): 3 clusters
  Score: Raw -5118085.303336 + Penalty 5167.676948 = -5112917.626388
  nChanged 1
		SP:Iteration 24Q (5066.420000 sec): 3 clusters
  Score: Raw -5118085.829450 + Penalty 5167.676948 = -5112918.152502
  nChanged 0
		SP:Iteration 25F (5066.540000 sec): 3 clusters
  Score: Raw -5118085.829450 + Penalty 5167.676948 = -5112918.152502
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1040 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5066.560000 sec): 2 clusters
  Score: Raw -136069.930864 + Penalty 1722.850046 = -134347.080818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5066.560000 sec): 3 clusters
  Score: Raw -135868.484790 + Penalty 3445.700092 = -132422.784698
  nChanged 263
		SP:Iteration 1F (5066.570000 sec): 3 clusters
  Score: Raw -136170.186831 + Penalty 3445.700092 = -132724.486739
  nChanged 80
		SP:Iteration 2F (5066.570000 sec): 3 clusters
  Score: Raw -136276.773611 + Penalty 3445.700092 = -132831.073519
  nChanged 33
		SP:Iteration 3Q (5066.570000 sec): 3 clusters
  Score: Raw -136322.928774 + Penalty 3445.700092 = -132877.228682
  nChanged 19
		SP:Iteration 4Q (5066.580000 sec): 3 clusters
  Score: Raw -136351.560413 + Penalty 3445.700092 = -132905.860321
  nChanged 11
		SP:Iteration 5Q (5066.580000 sec): 3 clusters
  Score: Raw -136368.738330 + Penalty 3445.700092 = -132923.038238
  nChanged 12
		SP:Iteration 6Q (5066.590000 sec): 3 clusters
  Score: Raw -136378.818101 + Penalty 3445.700092 = -132933.118009
  nChanged 11
		SP:Iteration 7Q (5066.590000 sec): 3 clusters
  Score: Raw -136395.285807 + Penalty 3445.700092 = -132949.585715
  nChanged 12
		SP:Iteration 8Q (5066.590000 sec): 3 clusters
  Score: Raw -136411.519637 + Penalty 3445.700092 = -132965.819545
  nChanged 8
		SP:Iteration 9Q (5066.590000 sec): 3 clusters
  Score: Raw -136422.098978 + Penalty 3445.700092 = -132976.398886
  nChanged 7
		SP:Iteration 10Q (5066.600000 sec): 3 clusters
  Score: Raw -136431.034775 + Penalty 3445.700092 = -132985.334683
  nChanged 10
		SP:Iteration 11Q (5066.600000 sec): 3 clusters
  Score: Raw -136446.702524 + Penalty 3445.700092 = -133001.002432
  nChanged 12
		SP:Iteration 12Q (5066.610000 sec): 3 clusters
  Score: Raw -136469.778756 + Penalty 3445.700092 = -133024.078664
  nChanged 12
		SP:Iteration 13Q (5066.610000 sec): 3 clusters
  Score: Raw -136494.643635 + Penalty 3445.700092 = -133048.943543
  nChanged 8
		SP:Iteration 14Q (5066.610000 sec): 3 clusters
  Score: Raw -136503.470707 + Penalty 3445.700092 = -133057.770614
  nChanged 7
		SP:Iteration 15Q (5066.620000 sec): 3 clusters
  Score: Raw -136510.378889 + Penalty 3445.700092 = -133064.678796
  nChanged 4
		SP:Iteration 16Q (5066.620000 sec): 3 clusters
  Score: Raw -136513.742301 + Penalty 3445.700092 = -133068.042209
  nChanged 0
		SP:Iteration 17F (5066.630000 sec): 3 clusters
  Score: Raw -136513.742301 + Penalty 3445.700092 = -133068.042209
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (1144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5066.630000 sec): 2 clusters
  Score: Raw -145614.319752 + Penalty 1746.486971 = -143867.832782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5066.630000 sec): 3 clusters
  Score: Raw -145461.043834 + Penalty 3492.973941 = -141968.069893
  nChanged 349
		SP:Iteration 1F (5066.640000 sec): 3 clusters
  Score: Raw -146382.635907 + Penalty 3492.973941 = -142889.661965
  nChanged 157
		SP:Iteration 2F (5066.640000 sec): 3 clusters
  Score: Raw -147201.433214 + Penalty 3492.973941 = -143708.459273
  nChanged 137
		SP:Iteration 3F (5066.650000 sec): 3 clusters
  Score: Raw -148140.237826 + Penalty 3492.973941 = -144647.263884
  nChanged 76
		SP:Iteration 4F (5066.650000 sec): 3 clusters
  Score: Raw -149593.945254 + Penalty 3492.973941 = -146100.971313
  nChanged 46
		SP:Iteration 5Q (5066.650000 sec): 3 clusters
  Score: Raw -150556.512695 + Penalty 3492.973941 = -147063.538754
  nChanged 37
		SP:Iteration 6Q (5066.660000 sec): 3 clusters
  Score: Raw -150724.420811 + Penalty 3492.973941 = -147231.446870
  nChanged 23
		SP:Iteration 7Q (5066.660000 sec): 3 clusters
  Score: Raw -150825.577812 + Penalty 3492.973941 = -147332.603870
  nChanged 16
		SP:Iteration 8Q (5066.660000 sec): 3 clusters
  Score: Raw -150918.300708 + Penalty 3492.973941 = -147425.326767
  nChanged 19
		SP:Iteration 9Q (5066.670000 sec): 3 clusters
  Score: Raw -151090.219408 + Penalty 3492.973941 = -147597.245466
  nChanged 8
		SP:Iteration 10Q (5066.670000 sec): 3 clusters
  Score: Raw -151155.932487 + Penalty 3492.973941 = -147662.958546
  nChanged 6
		SP:Iteration 11Q (5066.670000 sec): 3 clusters
  Score: Raw -151213.569561 + Penalty 3492.973941 = -147720.595619
  nChanged 5
		SP:Iteration 12Q (5066.670000 sec): 3 clusters
  Score: Raw -151253.072952 + Penalty 3492.973941 = -147760.099011
  nChanged 6
		SP:Iteration 13Q (5066.680000 sec): 3 clusters
  Score: Raw -151303.805796 + Penalty 3492.973941 = -147810.831855
  nChanged 5
		SP:Iteration 14Q (5066.680000 sec): 3 clusters
  Score: Raw -151346.770518 + Penalty 3492.973941 = -147853.796576
  nChanged 3
		SP:Iteration 15Q (5066.680000 sec): 3 clusters
  Score: Raw -151355.556265 + Penalty 3492.973941 = -147862.582324
  nChanged 0
		SP:Iteration 16F (5066.690000 sec): 3 clusters
  Score: Raw -151357.193616 + Penalty 3492.973941 = -147864.219674
  nChanged 2
		SP:Iteration 17Q (5066.690000 sec): 3 clusters
  Score: Raw -151370.549189 + Penalty 3492.973941 = -147877.575248
  nChanged 3
		SP:Iteration 18Q (5066.690000 sec): 3 clusters
  Score: Raw -151386.248287 + Penalty 3492.973941 = -147893.274345
  nChanged 4
		SP:Iteration 19Q (5066.700000 sec): 3 clusters
  Score: Raw -151403.240584 + Penalty 3492.973941 = -147910.266643
  nChanged 2
		SP:Iteration 20F (5066.700000 sec): 3 clusters
  Score: Raw -151413.535013 + Penalty 3492.973941 = -147920.561072
  nChanged 1
		SP:Iteration 21Q (5066.700000 sec): 3 clusters
  Score: Raw -151416.775194 + Penalty 3492.973941 = -147923.801252
  nChanged 0
		SP:Iteration 22F (5066.710000 sec): 3 clusters
  Score: Raw -151416.775194 + Penalty 3492.973941 = -147923.801252
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 33.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5066.710000 sec): 2 clusters
  Score: Raw -59390.796509 + Penalty 1620.739835 = -57770.056674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5066.720000 sec): 3 clusters
  Score: Raw -59677.790028 + Penalty 3241.479670 = -56436.310357
  nChanged 250
		SP:Iteration 1F (5066.720000 sec): 3 clusters
  Score: Raw -61036.846373 + Penalty 3241.479670 = -57795.366702
  nChanged 123
		SP:Iteration 2F (5066.720000 sec): 3 clusters
  Score: Raw -62413.870520 + Penalty 3241.479670 = -59172.390849
  nChanged 45
		SP:Iteration 3F (5066.730000 sec): 3 clusters
  Score: Raw -63481.399773 + Penalty 3241.479670 = -60239.920102
  nChanged 27
		SP:Iteration 4Q (5066.730000 sec): 3 clusters
  Score: Raw -63764.574721 + Penalty 3241.479670 = -60523.095051
  nChanged 11
		SP:Iteration 5Q (5066.730000 sec): 3 clusters
  Score: Raw -63835.687754 + Penalty 3241.479670 = -60594.208084
  nChanged 3
		SP:Iteration 6Q (5066.730000 sec): 3 clusters
  Score: Raw -63844.468050 + Penalty 3241.479670 = -60602.988380
  nChanged 1
		SP:Iteration 7Q (5066.730000 sec): 3 clusters
  Score: Raw -63847.405326 + Penalty 3241.479670 = -60605.925655
  nChanged 1
		SP:Iteration 8Q (5066.730000 sec): 3 clusters
  Score: Raw -63849.655935 + Penalty 3241.479670 = -60608.176264
  nChanged 1
		SP:Iteration 9Q (5066.740000 sec): 3 clusters
  Score: Raw -63851.398440 + Penalty 3241.479670 = -60609.918770
  nChanged 0
		SP:Iteration 10F (5066.740000 sec): 3 clusters
  Score: Raw -63851.398440 + Penalty 3241.479670 = -60609.918770
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 34.
Iteration 99Q (5076.830000 sec): 35 clusters
  Score: Raw -117622239.741133 + Penalty 114739.327988 = -117507500.413145
  nChanged 180
Iteration 100F (5113.820000 sec): 35 clusters
  Score: Raw -117622861.210066 + Penalty 114739.327988 = -117508121.882077
  nChanged 155
Iteration 101Q (5123.820000 sec): 35 clusters
  Score: Raw -117623115.354354 + Penalty 114739.327988 = -117508376.026366
  nChanged 149
Iteration 102Q (5133.820000 sec): 35 clusters
  Score: Raw -117623195.520410 + Penalty 114739.327988 = -117508456.192422
  nChanged 128
Iteration 103Q (5143.800000 sec): 35 clusters
  Score: Raw -117623206.141887 + Penalty 114739.327988 = -117508466.813899
  nChanged 137
Iteration 104Q (5153.780000 sec): 35 clusters
  Score: Raw -117623221.495016 + Penalty 114739.327988 = -117508482.167028
  nChanged 139
Iteration 105Q (5163.760000 sec): 35 clusters
  Score: Raw -117623226.430110 + Penalty 114739.327988 = -117508487.102121
  nChanged 139
Iteration 106Q (5173.730000 sec): 35 clusters
  Score: Raw -117623230.716765 + Penalty 114739.327988 = -117508491.388777
  nChanged 134
Iteration 107Q (5183.770000 sec): 35 clusters
  Score: Raw -117623234.849562 + Penalty 114739.327988 = -117508495.521574
  nChanged 123
Iteration 108Q (5193.740000 sec): 35 clusters
  Score: Raw -117623238.630956 + Penalty 114739.327988 = -117508499.302968
  nChanged 107
Iteration 109Q (5203.720000 sec): 35 clusters
  Score: Raw -117623244.344067 + Penalty 114739.327988 = -117508505.016079
  nChanged 104
Iteration 110Q (5213.690000 sec): 35 clusters
  Score: Raw -117623247.459888 + Penalty 114739.327988 = -117508508.131900
  nChanged 90
Iteration 111Q (5223.720000 sec): 35 clusters
  Score: Raw -117623250.426673 + Penalty 114739.327988 = -117508511.098685
  nChanged 98
Iteration 112Q (5233.690000 sec): 35 clusters
  Score: Raw -117623253.216320 + Penalty 114739.327988 = -117508513.888332
  nChanged 95
Iteration 113Q (5243.680000 sec): 35 clusters
  Score: Raw -117623255.100484 + Penalty 114739.327988 = -117508515.772496
  nChanged 74
Iteration 114Q (5253.640000 sec): 35 clusters
  Score: Raw -117623256.399633 + Penalty 114739.327988 = -117508517.071645
  nChanged 81
Iteration 115Q (5263.620000 sec): 35 clusters
  Score: Raw -117623258.361524 + Penalty 114739.327988 = -117508519.033536
  nChanged 78
Iteration 116Q (5273.610000 sec): 35 clusters
  Score: Raw -117623260.410304 + Penalty 114739.327988 = -117508521.082316
  nChanged 59
Iteration 117Q (5283.580000 sec): 35 clusters
  Score: Raw -117623261.955661 + Penalty 114739.327988 = -117508522.627673
  nChanged 59
Iteration 118Q (5293.530000 sec): 35 clusters
  Score: Raw -117623263.095758 + Penalty 114739.327988 = -117508523.767770
  nChanged 54
Iteration 119Q (5303.490000 sec): 35 clusters
  Score: Raw -117623264.068852 + Penalty 114739.327988 = -117508524.740864
  nChanged 54
Iteration 120F (5340.430000 sec): 35 clusters
  Score: Raw -117623268.575188 + Penalty 114739.327988 = -117508529.247200
  nChanged 55
Iteration 121Q (5350.420000 sec): 35 clusters
  Score: Raw -117623374.608073 + Penalty 114739.327988 = -117508635.280084
  nChanged 62
Iteration 122Q (5360.410000 sec): 35 clusters
  Score: Raw -117623474.840407 + Penalty 114739.327988 = -117508735.512419
  nChanged 44
Iteration 123Q (5370.370000 sec): 35 clusters
  Score: Raw -117623500.457534 + Penalty 114739.327988 = -117508761.129546
  nChanged 43
Iteration 124Q (5380.300000 sec): 35 clusters
  Score: Raw -117623511.667185 + Penalty 114739.327988 = -117508772.339197
  nChanged 42
Iteration 125Q (5390.250000 sec): 35 clusters
  Score: Raw -117623553.364583 + Penalty 114739.327988 = -117508814.036595
  nChanged 46
Iteration 126Q (5400.200000 sec): 35 clusters
  Score: Raw -117623556.931999 + Penalty 114739.327988 = -117508817.604011
  nChanged 34
Iteration 127Q (5410.060000 sec): 35 clusters
  Score: Raw -117623557.643739 + Penalty 114739.327988 = -117508818.315751
  nChanged 28
Iteration 128Q (5419.960000 sec): 35 clusters
  Score: Raw -117623558.643016 + Penalty 114739.327988 = -117508819.315027
  nChanged 26
Iteration 129Q (5429.910000 sec): 35 clusters
  Score: Raw -117623560.151686 + Penalty 114739.327988 = -117508820.823698
  nChanged 21
Iteration 130Q (5439.870000 sec): 35 clusters
  Score: Raw -117623560.842062 + Penalty 114739.327988 = -117508821.514073
  nChanged 32
Iteration 131Q (5449.820000 sec): 35 clusters
  Score: Raw -117623561.565397 + Penalty 114739.327988 = -117508822.237409
  nChanged 31
Iteration 132Q (5459.770000 sec): 35 clusters
  Score: Raw -117623562.211301 + Penalty 114739.327988 = -117508822.883313
  nChanged 35
Iteration 133Q (5469.730000 sec): 35 clusters
  Score: Raw -117623563.058173 + Penalty 114739.327988 = -117508823.730185
  nChanged 29
Iteration 134Q (5479.770000 sec): 35 clusters
  Score: Raw -117623563.764008 + Penalty 114739.327988 = -117508824.436020
  nChanged 27
Iteration 135Q (5489.770000 sec): 35 clusters
  Score: Raw -117623564.382839 + Penalty 114739.327988 = -117508825.054850
  nChanged 31
Iteration 136Q (5499.720000 sec): 35 clusters
  Score: Raw -117623565.191451 + Penalty 114739.327988 = -117508825.863463
  nChanged 36
Iteration 137Q (5509.660000 sec): 35 clusters
  Score: Raw -117623566.061318 + Penalty 114739.327988 = -117508826.733330
  nChanged 24
Iteration 138Q (5519.590000 sec): 35 clusters
  Score: Raw -117623566.608845 + Penalty 114739.327988 = -117508827.280857
  nChanged 20
Writing temp clu file 
Because OldScore, -117508826.733330, is greater than current (better) Score,-117508827.280857 
 Compute initial score before splitting:   Score: Raw -117623566.608845 + Penalty 114739.327988 = -117508827.280857
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5519.750000 sec): 2 clusters
  Score: Raw -1045983.677138 + Penalty 2200.342051 = -1043783.335087
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5519.790000 sec): 3 clusters
  Score: Raw -1042337.449800 + Penalty 4400.684102 = -1037936.765699
  nChanged 2805
		SP:Iteration 1F (5519.820000 sec): 3 clusters
  Score: Raw -1043852.828936 + Penalty 4400.684102 = -1039452.144834
  nChanged 474
		SP:Iteration 2F (5519.840000 sec): 3 clusters
  Score: Raw -1044094.424039 + Penalty 4400.684102 = -1039693.739937
  nChanged 315
		SP:Iteration 3Q (5519.870000 sec): 3 clusters
  Score: Raw -1044240.705574 + Penalty 4400.684102 = -1039840.021473
  nChanged 235
		SP:Iteration 4Q (5519.890000 sec): 3 clusters
  Score: Raw -1044351.975263 + Penalty 4400.684102 = -1039951.291161
  nChanged 215
		SP:Iteration 5Q (5519.920000 sec): 3 clusters
  Score: Raw -1044439.528939 + Penalty 4400.684102 = -1040038.844837
  nChanged 195
		SP:Iteration 6Q (5519.950000 sec): 3 clusters
  Score: Raw -1044519.248032 + Penalty 4400.684102 = -1040118.563930
  nChanged 167
		SP:Iteration 7Q (5519.970000 sec): 3 clusters
  Score: Raw -1044588.979056 + Penalty 4400.684102 = -1040188.294955
  nChanged 158
		SP:Iteration 8Q (5520.000000 sec): 3 clusters
  Score: Raw -1044658.422329 + Penalty 4400.684102 = -1040257.738228
  nChanged 154
		SP:Iteration 9Q (5520.020000 sec): 3 clusters
  Score: Raw -1044725.011727 + Penalty 4400.684102 = -1040324.327625
  nChanged 162
		SP:Iteration 10Q (5520.050000 sec): 3 clusters
  Score: Raw -1044802.816131 + Penalty 4400.684102 = -1040402.132030
  nChanged 182
		SP:Iteration 11Q (5520.070000 sec): 3 clusters
  Score: Raw -1044891.847679 + Penalty 4400.684102 = -1040491.163577
  nChanged 173
		SP:Iteration 12Q (5520.100000 sec): 3 clusters
  Score: Raw -1044976.027665 + Penalty 4400.684102 = -1040575.343563
  nChanged 163
		SP:Iteration 13Q (5520.130000 sec): 3 clusters
  Score: Raw -1045068.430341 + Penalty 4400.684102 = -1040667.746240
  nChanged 172
		SP:Iteration 14Q (5520.150000 sec): 3 clusters
  Score: Raw -1045173.061487 + Penalty 4400.684102 = -1040772.377385
  nChanged 170
		SP:Iteration 15Q (5520.170000 sec): 3 clusters
  Score: Raw -1045274.582365 + Penalty 4400.684102 = -1040873.898263
  nChanged 178
		SP:Iteration 16Q (5520.200000 sec): 3 clusters
  Score: Raw -1045398.336720 + Penalty 4400.684102 = -1040997.652619
  nChanged 178
		SP:Iteration 17Q (5520.220000 sec): 3 clusters
  Score: Raw -1045519.824044 + Penalty 4400.684102 = -1041119.139943
  nChanged 172
		SP:Iteration 18Q (5520.250000 sec): 3 clusters
  Score: Raw -1045638.384595 + Penalty 4400.684102 = -1041237.700493
  nChanged 164
		SP:Iteration 19Q (5520.270000 sec): 3 clusters
  Score: Raw -1045751.271009 + Penalty 4400.684102 = -1041350.586908
  nChanged 142
		SP:Iteration 20F (5520.300000 sec): 3 clusters
  Score: Raw -1045846.641048 + Penalty 4400.684102 = -1041445.956947
  nChanged 113
		SP:Iteration 21Q (5520.320000 sec): 3 clusters
  Score: Raw -1045923.822033 + Penalty 4400.684102 = -1041523.137932
  nChanged 110
		SP:Iteration 22Q (5520.340000 sec): 3 clusters
  Score: Raw -1046002.104151 + Penalty 4400.684102 = -1041601.420049
  nChanged 93
		SP:Iteration 23Q (5520.370000 sec): 3 clusters
  Score: Raw -1046075.275644 + Penalty 4400.684102 = -1041674.591542
  nChanged 80
		SP:Iteration 24Q (5520.390000 sec): 3 clusters
  Score: Raw -1046128.326702 + Penalty 4400.684102 = -1041727.642600
  nChanged 55
		SP:Iteration 25Q (5520.410000 sec): 3 clusters
  Score: Raw -1046171.707720 + Penalty 4400.684102 = -1041771.023618
  nChanged 46
		SP:Iteration 26Q (5520.430000 sec): 3 clusters
  Score: Raw -1046208.746014 + Penalty 4400.684102 = -1041808.061913
  nChanged 42
		SP:Iteration 27Q (5520.450000 sec): 3 clusters
  Score: Raw -1046242.427476 + Penalty 4400.684102 = -1041841.743375
  nChanged 38
		SP:Iteration 28Q (5520.470000 sec): 3 clusters
  Score: Raw -1046270.485639 + Penalty 4400.684102 = -1041869.801537
  nChanged 19
		SP:Iteration 29Q (5520.490000 sec): 3 clusters
  Score: Raw -1046284.321613 + Penalty 4400.684102 = -1041883.637512
  nChanged 12
		SP:Iteration 30Q (5520.510000 sec): 3 clusters
  Score: Raw -1046292.376540 + Penalty 4400.684102 = -1041891.692439
  nChanged 11
		SP:Iteration 31Q (5520.530000 sec): 3 clusters
  Score: Raw -1046300.008912 + Penalty 4400.684102 = -1041899.324810
  nChanged 9
		SP:Iteration 32Q (5520.550000 sec): 3 clusters
  Score: Raw -1046310.219163 + Penalty 4400.684102 = -1041909.535061
  nChanged 12
		SP:Iteration 33Q (5520.570000 sec): 3 clusters
  Score: Raw -1046319.455276 + Penalty 4400.684102 = -1041918.771175
  nChanged 13
		SP:Iteration 34Q (5520.590000 sec): 3 clusters
  Score: Raw -1046328.862623 + Penalty 4400.684102 = -1041928.178522
  nChanged 7
		SP:Iteration 35Q (5520.610000 sec): 3 clusters
  Score: Raw -1046333.012770 + Penalty 4400.684102 = -1041932.328668
  nChanged 3
		SP:Iteration 36Q (5520.630000 sec): 3 clusters
  Score: Raw -1046335.356379 + Penalty 4400.684102 = -1041934.672277
  nChanged 3
		SP:Iteration 37Q (5520.650000 sec): 3 clusters
  Score: Raw -1046338.913265 + Penalty 4400.684102 = -1041938.229163
  nChanged 3
		SP:Iteration 38Q (5520.670000 sec): 3 clusters
  Score: Raw -1046342.050433 + Penalty 4400.684102 = -1041941.366332
  nChanged 2
		SP:Iteration 39Q (5520.690000 sec): 3 clusters
  Score: Raw -1046343.283474 + Penalty 4400.684102 = -1041942.599372
  nChanged 4
		SP:Iteration 40F (5520.720000 sec): 3 clusters
  Score: Raw -1046346.484797 + Penalty 4400.684102 = -1041945.800695
  nChanged 7
		SP:Iteration 41Q (5520.740000 sec): 3 clusters
  Score: Raw -1046353.108981 + Penalty 4400.684102 = -1041952.424879
  nChanged 7
		SP:Iteration 42Q (5520.760000 sec): 3 clusters
  Score: Raw -1046357.834109 + Penalty 4400.684102 = -1041957.150007
  nChanged 3
		SP:Iteration 43Q (5520.780000 sec): 3 clusters
  Score: Raw -1046359.049471 + Penalty 4400.684102 = -1041958.365370
  nChanged 4
		SP:Iteration 44Q (5520.800000 sec): 3 clusters
  Score: Raw -1046361.340824 + Penalty 4400.684102 = -1041960.656722
  nChanged 2
		SP:Iteration 45Q (5520.820000 sec): 3 clusters
  Score: Raw -1046362.617032 + Penalty 4400.684102 = -1041961.932931
  nChanged 2
		SP:Iteration 46Q (5520.850000 sec): 3 clusters
  Score: Raw -1046363.541881 + Penalty 4400.684102 = -1041962.857779
  nChanged 1
		SP:Iteration 47Q (5520.870000 sec): 3 clusters
  Score: Raw -1046363.951103 + Penalty 4400.684102 = -1041963.267001
  nChanged 2
		SP:Iteration 48Q (5520.890000 sec): 3 clusters
  Score: Raw -1046365.460694 + Penalty 4400.684102 = -1041964.776592
  nChanged 3
		SP:Iteration 49Q (5520.910000 sec): 3 clusters
  Score: Raw -1046367.826639 + Penalty 4400.684102 = -1041967.142538
  nChanged 1
		SP:Iteration 50Q (5520.930000 sec): 3 clusters
  Score: Raw -1046368.407776 + Penalty 4400.684102 = -1041967.723674
  nChanged 1
		SP:Iteration 51Q (5520.950000 sec): 3 clusters
  Score: Raw -1046368.873345 + Penalty 4400.684102 = -1041968.189243
  nChanged 1
		SP:Iteration 52Q (5520.970000 sec): 3 clusters
  Score: Raw -1046370.059607 + Penalty 4400.684102 = -1041969.375505
  nChanged 1
		SP:Iteration 53Q (5520.990000 sec): 3 clusters
  Score: Raw -1046370.669111 + Penalty 4400.684102 = -1041969.985010
  nChanged 1
		SP:Iteration 54Q (5521.010000 sec): 3 clusters
  Score: Raw -1046371.155305 + Penalty 4400.684102 = -1041970.471203
  nChanged 1
		SP:Iteration 55Q (5521.030000 sec): 3 clusters
  Score: Raw -1046372.511459 + Penalty 4400.684102 = -1041971.827358
  nChanged 3
		SP:Iteration 56Q (5521.050000 sec): 3 clusters
  Score: Raw -1046374.349523 + Penalty 4400.684102 = -1041973.665422
  nChanged 1
		SP:Iteration 57Q (5521.070000 sec): 3 clusters
  Score: Raw -1046375.736976 + Penalty 4400.684102 = -1041975.052875
  nChanged 1
		SP:Iteration 58Q (5521.090000 sec): 3 clusters
  Score: Raw -1046376.311223 + Penalty 4400.684102 = -1041975.627121
  nChanged 0
		SP:Iteration 59F (5521.110000 sec): 3 clusters
  Score: Raw -1046376.311223 + Penalty 4400.684102 = -1041975.627121
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5521.140000 sec): 2 clusters
  Score: Raw -1056398.542345 + Penalty 2206.523484 = -1054192.018860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5521.170000 sec): 3 clusters
  Score: Raw -1052585.349126 + Penalty 4413.046968 = -1048172.302158
  nChanged 2933
		SP:Iteration 1F (5521.190000 sec): 3 clusters
  Score: Raw -1054216.327450 + Penalty 4413.046968 = -1049803.280482
  nChanged 512
		SP:Iteration 2F (5521.220000 sec): 3 clusters
  Score: Raw -1054502.682011 + Penalty 4413.046968 = -1050089.635043
  nChanged 407
		SP:Iteration 3F (5521.250000 sec): 3 clusters
  Score: Raw -1054737.720025 + Penalty 4413.046968 = -1050324.673057
  nChanged 382
		SP:Iteration 4F (5521.270000 sec): 3 clusters
  Score: Raw -1054970.500324 + Penalty 4413.046968 = -1050557.453356
  nChanged 309
		SP:Iteration 5Q (5521.300000 sec): 3 clusters
  Score: Raw -1055172.804455 + Penalty 4413.046968 = -1050759.757487
  nChanged 307
		SP:Iteration 6Q (5521.330000 sec): 3 clusters
  Score: Raw -1055356.183172 + Penalty 4413.046968 = -1050943.136204
  nChanged 266
		SP:Iteration 7Q (5521.350000 sec): 3 clusters
  Score: Raw -1055514.212067 + Penalty 4413.046968 = -1051101.165099
  nChanged 231
		SP:Iteration 8Q (5521.380000 sec): 3 clusters
  Score: Raw -1055644.536061 + Penalty 4413.046968 = -1051231.489093
  nChanged 220
		SP:Iteration 9Q (5521.410000 sec): 3 clusters
  Score: Raw -1055776.672912 + Penalty 4413.046968 = -1051363.625944
  nChanged 232
		SP:Iteration 10Q (5521.430000 sec): 3 clusters
  Score: Raw -1055929.441043 + Penalty 4413.046968 = -1051516.394075
  nChanged 216
		SP:Iteration 11Q (5521.460000 sec): 3 clusters
  Score: Raw -1056067.380053 + Penalty 4413.046968 = -1051654.333085
  nChanged 212
		SP:Iteration 12Q (5521.490000 sec): 3 clusters
  Score: Raw -1056202.060389 + Penalty 4413.046968 = -1051789.013421
  nChanged 169
		SP:Iteration 13Q (5521.510000 sec): 3 clusters
  Score: Raw -1056305.421068 + Penalty 4413.046968 = -1051892.374099
  nChanged 149
		SP:Iteration 14Q (5521.540000 sec): 3 clusters
  Score: Raw -1056395.841619 + Penalty 4413.046968 = -1051982.794651
  nChanged 123
		SP:Iteration 15Q (5521.560000 sec): 3 clusters
  Score: Raw -1056474.661512 + Penalty 4413.046968 = -1052061.614543
  nChanged 113
		SP:Iteration 16Q (5521.590000 sec): 3 clusters
  Score: Raw -1056532.029515 + Penalty 4413.046968 = -1052118.982547
  nChanged 86
		SP:Iteration 17Q (5521.610000 sec): 3 clusters
  Score: Raw -1056576.723115 + Penalty 4413.046968 = -1052163.676147
  nChanged 86
		SP:Iteration 18Q (5521.640000 sec): 3 clusters
  Score: Raw -1056632.324072 + Penalty 4413.046968 = -1052219.277104
  nChanged 57
		SP:Iteration 19Q (5521.660000 sec): 3 clusters
  Score: Raw -1056662.354407 + Penalty 4413.046968 = -1052249.307439
  nChanged 42
		SP:Iteration 20F (5521.690000 sec): 3 clusters
  Score: Raw -1056680.553671 + Penalty 4413.046968 = -1052267.506702
  nChanged 34
		SP:Iteration 21Q (5521.710000 sec): 3 clusters
  Score: Raw -1056695.150702 + Penalty 4413.046968 = -1052282.103734
  nChanged 27
		SP:Iteration 22Q (5521.730000 sec): 3 clusters
  Score: Raw -1056704.257044 + Penalty 4413.046968 = -1052291.210076
  nChanged 24
		SP:Iteration 23Q (5521.760000 sec): 3 clusters
  Score: Raw -1056712.772819 + Penalty 4413.046968 = -1052299.725851
  nChanged 27
		SP:Iteration 24Q (5521.780000 sec): 3 clusters
  Score: Raw -1056719.729151 + Penalty 4413.046968 = -1052306.682183
  nChanged 13
		SP:Iteration 25Q (5521.810000 sec): 3 clusters
  Score: Raw -1056722.787338 + Penalty 4413.046968 = -1052309.740370
  nChanged 17
		SP:Iteration 26Q (5521.830000 sec): 3 clusters
  Score: Raw -1056726.591472 + Penalty 4413.046968 = -1052313.544503
  nChanged 11
		SP:Iteration 27Q (5521.860000 sec): 3 clusters
  Score: Raw -1056728.714195 + Penalty 4413.046968 = -1052315.667227
  nChanged 7
		SP:Iteration 28Q (5521.880000 sec): 3 clusters
  Score: Raw -1056730.198762 + Penalty 4413.046968 = -1052317.151794
  nChanged 6
		SP:Iteration 29Q (5521.900000 sec): 3 clusters
  Score: Raw -1056732.112267 + Penalty 4413.046968 = -1052319.065299
  nChanged 7
		SP:Iteration 30Q (5521.930000 sec): 3 clusters
  Score: Raw -1056733.743848 + Penalty 4413.046968 = -1052320.696879
  nChanged 5
		SP:Iteration 31Q (5521.950000 sec): 3 clusters
  Score: Raw -1056735.104325 + Penalty 4413.046968 = -1052322.057357
  nChanged 6
		SP:Iteration 32Q (5521.970000 sec): 3 clusters
  Score: Raw -1056736.374714 + Penalty 4413.046968 = -1052323.327746
  nChanged 5
		SP:Iteration 33Q (5522.000000 sec): 3 clusters
  Score: Raw -1056737.816299 + Penalty 4413.046968 = -1052324.769330
  nChanged 3
		SP:Iteration 34Q (5522.020000 sec): 3 clusters
  Score: Raw -1056738.600985 + Penalty 4413.046968 = -1052325.554017
  nChanged 6
		SP:Iteration 35Q (5522.050000 sec): 3 clusters
  Score: Raw -1056739.555627 + Penalty 4413.046968 = -1052326.508659
  nChanged 1
		SP:Iteration 36Q (5522.070000 sec): 3 clusters
  Score: Raw -1056739.722327 + Penalty 4413.046968 = -1052326.675359
  nChanged 1
		SP:Iteration 37Q (5522.090000 sec): 3 clusters
  Score: Raw -1056740.041018 + Penalty 4413.046968 = -1052326.994050
  nChanged 1
		SP:Iteration 38Q (5522.120000 sec): 3 clusters
  Score: Raw -1056740.168108 + Penalty 4413.046968 = -1052327.121140
  nChanged 1
		SP:Iteration 39Q (5522.140000 sec): 3 clusters
  Score: Raw -1056740.544535 + Penalty 4413.046968 = -1052327.497567
  nChanged 1
		SP:Iteration 40F (5522.170000 sec): 3 clusters
  Score: Raw -1056740.731983 + Penalty 4413.046968 = -1052327.685015
  nChanged 2
		SP:Iteration 41Q (5522.190000 sec): 3 clusters
  Score: Raw -1056741.021712 + Penalty 4413.046968 = -1052327.974744
  nChanged 0
		SP:Iteration 42F (5522.220000 sec): 3 clusters
  Score: Raw -1056741.021712 + Penalty 4413.046968 = -1052327.974744
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5522.310000 sec): 2 clusters
  Score: Raw -4004703.146646 + Penalty 2531.462575 = -4002171.684070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5522.410000 sec): 3 clusters
  Score: Raw -3988489.606163 + Penalty 5062.925151 = -3983426.681012
  nChanged 12197
		SP:Iteration 1F (5522.510000 sec): 3 clusters
  Score: Raw -3994928.496415 + Penalty 5062.925151 = -3989865.571264
  nChanged 1280
		SP:Iteration 2Q (5522.610000 sec): 3 clusters
  Score: Raw -3995328.056458 + Penalty 5062.925151 = -3990265.131307
  nChanged 1111
		SP:Iteration 3Q (5522.710000 sec): 3 clusters
  Score: Raw -3995653.470079 + Penalty 5062.925151 = -3990590.544929
  nChanged 968
		SP:Iteration 4Q (5522.810000 sec): 3 clusters
  Score: Raw -3995942.567300 + Penalty 5062.925151 = -3990879.642149
  nChanged 963
		SP:Iteration 5Q (5522.920000 sec): 3 clusters
  Score: Raw -3996245.846728 + Penalty 5062.925151 = -3991182.921578
  nChanged 972
		SP:Iteration 6Q (5523.020000 sec): 3 clusters
  Score: Raw -3996610.678120 + Penalty 5062.925151 = -3991547.752969
  nChanged 1160
		SP:Iteration 7Q (5523.120000 sec): 3 clusters
  Score: Raw -3997144.982272 + Penalty 5062.925151 = -3992082.057121
  nChanged 1352
		SP:Iteration 8Q (5523.220000 sec): 3 clusters
  Score: Raw -3997850.739264 + Penalty 5062.925151 = -3992787.814113
  nChanged 1524
		SP:Iteration 9F (5523.320000 sec): 3 clusters
  Score: Raw -3998782.572053 + Penalty 5062.925151 = -3993719.646902
  nChanged 1600
		SP:Iteration 10F (5523.420000 sec): 3 clusters
  Score: Raw -3999909.338915 + Penalty 5062.925151 = -3994846.413764
  nChanged 1633
		SP:Iteration 11F (5523.520000 sec): 3 clusters
  Score: Raw -4001155.178397 + Penalty 5062.925151 = -3996092.253246
  nChanged 1369
		SP:Iteration 12F (5523.620000 sec): 3 clusters
  Score: Raw -4002272.026308 + Penalty 5062.925151 = -3997209.101158
  nChanged 1053
		SP:Iteration 13Q (5523.720000 sec): 3 clusters
  Score: Raw -4003117.718666 + Penalty 5062.925151 = -3998054.793515
  nChanged 754
		SP:Iteration 14Q (5523.810000 sec): 3 clusters
  Score: Raw -4003680.425365 + Penalty 5062.925151 = -3998617.500215
  nChanged 536
		SP:Iteration 15Q (5523.900000 sec): 3 clusters
  Score: Raw -4004022.552368 + Penalty 5062.925151 = -3998959.627217
  nChanged 367
		SP:Iteration 16Q (5523.990000 sec): 3 clusters
  Score: Raw -4004223.197454 + Penalty 5062.925151 = -3999160.272303
  nChanged 296
		SP:Iteration 17Q (5524.070000 sec): 3 clusters
  Score: Raw -4004380.169816 + Penalty 5062.925151 = -3999317.244665
  nChanged 254
		SP:Iteration 18Q (5524.150000 sec): 3 clusters
  Score: Raw -4004506.802948 + Penalty 5062.925151 = -3999443.877797
  nChanged 212
		SP:Iteration 19Q (5524.230000 sec): 3 clusters
  Score: Raw -4004606.955531 + Penalty 5062.925151 = -3999544.030380
  nChanged 182
		SP:Iteration 20F (5524.330000 sec): 3 clusters
  Score: Raw -4004689.189101 + Penalty 5062.925151 = -3999626.263950
  nChanged 150
		SP:Iteration 21Q (5524.410000 sec): 3 clusters
  Score: Raw -4004755.854028 + Penalty 5062.925151 = -3999692.928877
  nChanged 137
		SP:Iteration 22Q (5524.480000 sec): 3 clusters
  Score: Raw -4004813.217979 + Penalty 5062.925151 = -3999750.292828
  nChanged 117
		SP:Iteration 23Q (5524.560000 sec): 3 clusters
  Score: Raw -4004857.114243 + Penalty 5062.925151 = -3999794.189092
  nChanged 88
		SP:Iteration 24Q (5524.630000 sec): 3 clusters
  Score: Raw -4004887.310603 + Penalty 5062.925151 = -3999824.385452
  nChanged 61
		SP:Iteration 25Q (5524.710000 sec): 3 clusters
  Score: Raw -4004904.899653 + Penalty 5062.925151 = -3999841.974503
  nChanged 52
		SP:Iteration 26Q (5524.790000 sec): 3 clusters
  Score: Raw -4004920.876550 + Penalty 5062.925151 = -3999857.951399
  nChanged 45
		SP:Iteration 27Q (5524.860000 sec): 3 clusters
  Score: Raw -4004932.454268 + Penalty 5062.925151 = -3999869.529117
  nChanged 43
		SP:Iteration 28Q (5524.940000 sec): 3 clusters
  Score: Raw -4004945.134480 + Penalty 5062.925151 = -3999882.209329
  nChanged 33
		SP:Iteration 29Q (5525.010000 sec): 3 clusters
  Score: Raw -4004952.820424 + Penalty 5062.925151 = -3999889.895274
  nChanged 25
		SP:Iteration 30Q (5525.090000 sec): 3 clusters
  Score: Raw -4004960.705528 + Penalty 5062.925151 = -3999897.780377
  nChanged 24
		SP:Iteration 31Q (5525.160000 sec): 3 clusters
  Score: Raw -4004968.566365 + Penalty 5062.925151 = -3999905.641214
  nChanged 22
		SP:Iteration 32Q (5525.230000 sec): 3 clusters
  Score: Raw -4004976.574944 + Penalty 5062.925151 = -3999913.649794
  nChanged 18
		SP:Iteration 33Q (5525.310000 sec): 3 clusters
  Score: Raw -4004980.986506 + Penalty 5062.925151 = -3999918.061355
  nChanged 17
		SP:Iteration 34Q (5525.380000 sec): 3 clusters
  Score: Raw -4004985.801998 + Penalty 5062.925151 = -3999922.876847
  nChanged 21
		SP:Iteration 35Q (5525.450000 sec): 3 clusters
  Score: Raw -4004992.973275 + Penalty 5062.925151 = -3999930.048125
  nChanged 24
		SP:Iteration 36Q (5525.540000 sec): 3 clusters
  Score: Raw -4005000.630822 + Penalty 5062.925151 = -3999937.705672
  nChanged 20
		SP:Iteration 37Q (5525.610000 sec): 3 clusters
  Score: Raw -4005005.894691 + Penalty 5062.925151 = -3999942.969540
  nChanged 15
		SP:Iteration 38Q (5525.680000 sec): 3 clusters
  Score: Raw -4005010.213432 + Penalty 5062.925151 = -3999947.288281
  nChanged 21
		SP:Iteration 39Q (5525.760000 sec): 3 clusters
  Score: Raw -4005016.370939 + Penalty 5062.925151 = -3999953.445788
  nChanged 17
		SP:Iteration 40F (5525.860000 sec): 3 clusters
  Score: Raw -4005021.380640 + Penalty 5062.925151 = -3999958.455489
  nChanged 22
		SP:Iteration 41Q (5525.930000 sec): 3 clusters
  Score: Raw -4005029.371406 + Penalty 5062.925151 = -3999966.446255
  nChanged 28
		SP:Iteration 42Q (5526.010000 sec): 3 clusters
  Score: Raw -4005037.664093 + Penalty 5062.925151 = -3999974.738942
  nChanged 18
		SP:Iteration 43Q (5526.080000 sec): 3 clusters
  Score: Raw -4005041.875077 + Penalty 5062.925151 = -3999978.949926
  nChanged 13
		SP:Iteration 44Q (5526.150000 sec): 3 clusters
  Score: Raw -4005044.908125 + Penalty 5062.925151 = -3999981.982974
  nChanged 10
		SP:Iteration 45Q (5526.220000 sec): 3 clusters
  Score: Raw -4005048.063866 + Penalty 5062.925151 = -3999985.138716
  nChanged 9
		SP:Iteration 46Q (5526.300000 sec): 3 clusters
  Score: Raw -4005050.417558 + Penalty 5062.925151 = -3999987.492407
  nChanged 8
		SP:Iteration 47Q (5526.370000 sec): 3 clusters
  Score: Raw -4005052.129975 + Penalty 5062.925151 = -3999989.204824
  nChanged 8
		SP:Iteration 48Q (5526.440000 sec): 3 clusters
  Score: Raw -4005054.625824 + Penalty 5062.925151 = -3999991.700673
  nChanged 9
		SP:Iteration 49Q (5526.510000 sec): 3 clusters
  Score: Raw -4005056.311360 + Penalty 5062.925151 = -3999993.386210
  nChanged 9
		SP:Iteration 50Q (5526.580000 sec): 3 clusters
  Score: Raw -4005058.442813 + Penalty 5062.925151 = -3999995.517663
  nChanged 13
		SP:Iteration 51Q (5526.660000 sec): 3 clusters
  Score: Raw -4005062.504509 + Penalty 5062.925151 = -3999999.579358
  nChanged 10
		SP:Iteration 52Q (5526.730000 sec): 3 clusters
  Score: Raw -4005064.620533 + Penalty 5062.925151 = -4000001.695382
  nChanged 7
		SP:Iteration 53Q (5526.800000 sec): 3 clusters
  Score: Raw -4005066.272363 + Penalty 5062.925151 = -4000003.347212
  nChanged 5
		SP:Iteration 54Q (5526.880000 sec): 3 clusters
  Score: Raw -4005067.035353 + Penalty 5062.925151 = -4000004.110202
  nChanged 5
		SP:Iteration 55Q (5526.950000 sec): 3 clusters
  Score: Raw -4005067.827433 + Penalty 5062.925151 = -4000004.902282
  nChanged 3
		SP:Iteration 56Q (5527.020000 sec): 3 clusters
  Score: Raw -4005068.181817 + Penalty 5062.925151 = -4000005.256667
  nChanged 1
		SP:Iteration 57Q (5527.100000 sec): 3 clusters
  Score: Raw -4005068.530665 + Penalty 5062.925151 = -4000005.605514
  nChanged 1
		SP:Iteration 58Q (5527.170000 sec): 3 clusters
  Score: Raw -4005068.986040 + Penalty 5062.925151 = -4000006.060889
  nChanged 2
		SP:Iteration 59Q (5527.240000 sec): 3 clusters
  Score: Raw -4005069.674139 + Penalty 5062.925151 = -4000006.748988
  nChanged 1
		SP:Iteration 60F (5527.340000 sec): 3 clusters
  Score: Raw -4005069.943725 + Penalty 5062.925151 = -4000007.018574
  nChanged 1
		SP:Iteration 61Q (5527.410000 sec): 3 clusters
  Score: Raw -4005070.230402 + Penalty 5062.925151 = -4000007.305251
  nChanged 1
		SP:Iteration 62Q (5527.490000 sec): 3 clusters
  Score: Raw -4005070.388292 + Penalty 5062.925151 = -4000007.463141
  nChanged 1
		SP:Iteration 63Q (5527.560000 sec): 3 clusters
  Score: Raw -4005070.552470 + Penalty 5062.925151 = -4000007.627320
  nChanged 0
		SP:Iteration 64F (5527.660000 sec): 3 clusters
  Score: Raw -4005070.552470 + Penalty 5062.925151 = -4000007.627320
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (23972 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5527.730000 sec): 2 clusters
  Score: Raw -3323176.781255 + Penalty 2500.991157 = -3320675.790098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5527.820000 sec): 3 clusters
  Score: Raw -3309040.571811 + Penalty 5001.982314 = -3304038.589497
  nChanged 10679
		SP:Iteration 1F (5527.910000 sec): 3 clusters
  Score: Raw -3315078.332374 + Penalty 5001.982314 = -3310076.350061
  nChanged 1352
		SP:Iteration 2F (5528.000000 sec): 3 clusters
  Score: Raw -3315654.933013 + Penalty 5001.982314 = -3310652.950699
  nChanged 1232
		SP:Iteration 3F (5528.090000 sec): 3 clusters
  Score: Raw -3316170.386489 + Penalty 5001.982314 = -3311168.404176
  nChanged 1133
		SP:Iteration 4Q (5528.180000 sec): 3 clusters
  Score: Raw -3316673.918265 + Penalty 5001.982314 = -3311671.935951
  nChanged 1106
		SP:Iteration 5Q (5528.280000 sec): 3 clusters
  Score: Raw -3317230.944295 + Penalty 5001.982314 = -3312228.961982
  nChanged 1185
		SP:Iteration 6Q (5528.370000 sec): 3 clusters
  Score: Raw -3317931.817016 + Penalty 5001.982314 = -3312929.834703
  nChanged 1275
		SP:Iteration 7F (5528.450000 sec): 3 clusters
  Score: Raw -3318764.409107 + Penalty 5001.982314 = -3313762.426793
  nChanged 1264
		SP:Iteration 8F (5528.540000 sec): 3 clusters
  Score: Raw -3319655.265372 + Penalty 5001.982314 = -3314653.283059
  nChanged 1142
		SP:Iteration 9Q (5528.630000 sec): 3 clusters
  Score: Raw -3320470.144134 + Penalty 5001.982314 = -3315468.161820
  nChanged 1010
		SP:Iteration 10Q (5528.720000 sec): 3 clusters
  Score: Raw -3321206.081298 + Penalty 5001.982314 = -3316204.098984
  nChanged 849
		SP:Iteration 11Q (5528.800000 sec): 3 clusters
  Score: Raw -3321791.728760 + Penalty 5001.982314 = -3316789.746446
  nChanged 664
		SP:Iteration 12Q (5528.880000 sec): 3 clusters
  Score: Raw -3322223.878685 + Penalty 5001.982314 = -3317221.896371
  nChanged 542
		SP:Iteration 13Q (5528.960000 sec): 3 clusters
  Score: Raw -3322582.400807 + Penalty 5001.982314 = -3317580.418493
  nChanged 427
		SP:Iteration 14Q (5529.040000 sec): 3 clusters
  Score: Raw -3322863.439685 + Penalty 5001.982314 = -3317861.457371
  nChanged 352
		SP:Iteration 15Q (5529.110000 sec): 3 clusters
  Score: Raw -3323071.285841 + Penalty 5001.982314 = -3318069.303527
  nChanged 262
		SP:Iteration 16Q (5529.180000 sec): 3 clusters
  Score: Raw -3323211.659987 + Penalty 5001.982314 = -3318209.677673
  nChanged 213
		SP:Iteration 17Q (5529.250000 sec): 3 clusters
  Score: Raw -3323321.299229 + Penalty 5001.982314 = -3318319.316916
  nChanged 161
		SP:Iteration 18Q (5529.320000 sec): 3 clusters
  Score: Raw -3323385.115860 + Penalty 5001.982314 = -3318383.133547
  nChanged 113
		SP:Iteration 19Q (5529.390000 sec): 3 clusters
  Score: Raw -3323427.720873 + Penalty 5001.982314 = -3318425.738560
  nChanged 98
		SP:Iteration 20F (5529.480000 sec): 3 clusters
  Score: Raw -3323461.598256 + Penalty 5001.982314 = -3318459.615942
  nChanged 75
		SP:Iteration 21Q (5529.550000 sec): 3 clusters
  Score: Raw -3323483.559631 + Penalty 5001.982314 = -3318481.577317
  nChanged 61
		SP:Iteration 22Q (5529.610000 sec): 3 clusters
  Score: Raw -3323502.035718 + Penalty 5001.982314 = -3318500.053404
  nChanged 62
		SP:Iteration 23Q (5529.680000 sec): 3 clusters
  Score: Raw -3323521.827243 + Penalty 5001.982314 = -3318519.844929
  nChanged 56
		SP:Iteration 24Q (5529.750000 sec): 3 clusters
  Score: Raw -3323537.084949 + Penalty 5001.982314 = -3318535.102635
  nChanged 42
		SP:Iteration 25Q (5529.810000 sec): 3 clusters
  Score: Raw -3323548.675140 + Penalty 5001.982314 = -3318546.692827
  nChanged 37
		SP:Iteration 26Q (5529.880000 sec): 3 clusters
  Score: Raw -3323558.566401 + Penalty 5001.982314 = -3318556.584087
  nChanged 35
		SP:Iteration 27Q (5529.950000 sec): 3 clusters
  Score: Raw -3323566.986851 + Penalty 5001.982314 = -3318565.004537
  nChanged 26
		SP:Iteration 28Q (5530.010000 sec): 3 clusters
  Score: Raw -3323574.647671 + Penalty 5001.982314 = -3318572.665357
  nChanged 35
		SP:Iteration 29Q (5530.080000 sec): 3 clusters
  Score: Raw -3323587.344292 + Penalty 5001.982314 = -3318585.361978
  nChanged 31
		SP:Iteration 30Q (5530.150000 sec): 3 clusters
  Score: Raw -3323594.529947 + Penalty 5001.982314 = -3318592.547634
  nChanged 23
		SP:Iteration 31Q (5530.210000 sec): 3 clusters
  Score: Raw -3323600.577153 + Penalty 5001.982314 = -3318598.594839
  nChanged 22
		SP:Iteration 32Q (5530.280000 sec): 3 clusters
  Score: Raw -3323605.445074 + Penalty 5001.982314 = -3318603.462760
  nChanged 18
		SP:Iteration 33Q (5530.350000 sec): 3 clusters
  Score: Raw -3323609.973121 + Penalty 5001.982314 = -3318607.990807
  nChanged 19
		SP:Iteration 34Q (5530.410000 sec): 3 clusters
  Score: Raw -3323614.675616 + Penalty 5001.982314 = -3318612.693302
  nChanged 25
		SP:Iteration 35Q (5530.480000 sec): 3 clusters
  Score: Raw -3323622.819141 + Penalty 5001.982314 = -3318620.836828
  nChanged 26
		SP:Iteration 36Q (5530.550000 sec): 3 clusters
  Score: Raw -3323631.000893 + Penalty 5001.982314 = -3318629.018579
  nChanged 29
		SP:Iteration 37Q (5530.610000 sec): 3 clusters
  Score: Raw -3323638.781352 + Penalty 5001.982314 = -3318636.799038
  nChanged 21
		SP:Iteration 38Q (5530.680000 sec): 3 clusters
  Score: Raw -3323644.188561 + Penalty 5001.982314 = -3318642.206247
  nChanged 20
		SP:Iteration 39Q (5530.750000 sec): 3 clusters
  Score: Raw -3323648.598432 + Penalty 5001.982314 = -3318646.616118
  nChanged 17
		SP:Iteration 40F (5530.840000 sec): 3 clusters
  Score: Raw -3323652.915101 + Penalty 5001.982314 = -3318650.932787
  nChanged 25
		SP:Iteration 41Q (5530.900000 sec): 3 clusters
  Score: Raw -3323660.918176 + Penalty 5001.982314 = -3318658.935862
  nChanged 23
		SP:Iteration 42Q (5530.970000 sec): 3 clusters
  Score: Raw -3323667.811631 + Penalty 5001.982314 = -3318665.829317
  nChanged 22
		SP:Iteration 43Q (5531.030000 sec): 3 clusters
  Score: Raw -3323673.063668 + Penalty 5001.982314 = -3318671.081354
  nChanged 20
		SP:Iteration 44Q (5531.100000 sec): 3 clusters
  Score: Raw -3323678.217728 + Penalty 5001.982314 = -3318676.235415
  nChanged 16
		SP:Iteration 45Q (5531.170000 sec): 3 clusters
  Score: Raw -3323682.244941 + Penalty 5001.982314 = -3318680.262627
  nChanged 17
		SP:Iteration 46Q (5531.230000 sec): 3 clusters
  Score: Raw -3323686.440561 + Penalty 5001.982314 = -3318684.458247
  nChanged 10
		SP:Iteration 47Q (5531.300000 sec): 3 clusters
  Score: Raw -3323689.004393 + Penalty 5001.982314 = -3318687.022079
  nChanged 16
		SP:Iteration 48Q (5531.370000 sec): 3 clusters
  Score: Raw -3323693.414434 + Penalty 5001.982314 = -3318691.432120
  nChanged 11
		SP:Iteration 49Q (5531.430000 sec): 3 clusters
  Score: Raw -3323696.353585 + Penalty 5001.982314 = -3318694.371271
  nChanged 11
		SP:Iteration 50Q (5531.500000 sec): 3 clusters
  Score: Raw -3323701.010644 + Penalty 5001.982314 = -3318699.028331
  nChanged 18
		SP:Iteration 51Q (5531.560000 sec): 3 clusters
  Score: Raw -3323705.241305 + Penalty 5001.982314 = -3318703.258991
  nChanged 14
		SP:Iteration 52Q (5531.630000 sec): 3 clusters
  Score: Raw -3323709.615086 + Penalty 5001.982314 = -3318707.632773
  nChanged 12
		SP:Iteration 53Q (5531.690000 sec): 3 clusters
  Score: Raw -3323712.724053 + Penalty 5001.982314 = -3318710.741739
  nChanged 14
		SP:Iteration 54Q (5531.760000 sec): 3 clusters
  Score: Raw -3323717.029886 + Penalty 5001.982314 = -3318715.047573
  nChanged 22
		SP:Iteration 55Q (5531.830000 sec): 3 clusters
  Score: Raw -3323722.826204 + Penalty 5001.982314 = -3318720.843891
  nChanged 16
		SP:Iteration 56Q (5531.890000 sec): 3 clusters
  Score: Raw -3323727.769139 + Penalty 5001.982314 = -3318725.786825
  nChanged 13
		SP:Iteration 57Q (5531.950000 sec): 3 clusters
  Score: Raw -3323731.750721 + Penalty 5001.982314 = -3318729.768407
  nChanged 15
		SP:Iteration 58Q (5532.020000 sec): 3 clusters
  Score: Raw -3323735.825832 + Penalty 5001.982314 = -3318733.843518
  nChanged 18
		SP:Iteration 59Q (5532.090000 sec): 3 clusters
  Score: Raw -3323740.736148 + Penalty 5001.982314 = -3318738.753834
  nChanged 18
		SP:Iteration 60F (5532.170000 sec): 3 clusters
  Score: Raw -3323746.561394 + Penalty 5001.982314 = -3318744.579080
  nChanged 15
		SP:Iteration 61Q (5532.230000 sec): 3 clusters
  Score: Raw -3323750.974505 + Penalty 5001.982314 = -3318748.992191
  nChanged 8
		SP:Iteration 62Q (5532.300000 sec): 3 clusters
  Score: Raw -3323752.888300 + Penalty 5001.982314 = -3318750.905987
  nChanged 3
		SP:Iteration 63Q (5532.370000 sec): 3 clusters
  Score: Raw -3323753.531206 + Penalty 5001.982314 = -3318751.548893
  nChanged 3
		SP:Iteration 64Q (5532.430000 sec): 3 clusters
  Score: Raw -3323754.216512 + Penalty 5001.982314 = -3318752.234198
  nChanged 2
		SP:Iteration 65Q (5532.500000 sec): 3 clusters
  Score: Raw -3323755.052788 + Penalty 5001.982314 = -3318753.070474
  nChanged 3
		SP:Iteration 66Q (5532.560000 sec): 3 clusters
  Score: Raw -3323755.610148 + Penalty 5001.982314 = -3318753.627834
  nChanged 2
		SP:Iteration 67Q (5532.630000 sec): 3 clusters
  Score: Raw -3323755.932685 + Penalty 5001.982314 = -3318753.950371
  nChanged 2
		SP:Iteration 68Q (5532.690000 sec): 3 clusters
  Score: Raw -3323756.284257 + Penalty 5001.982314 = -3318754.301944
  nChanged 1
		SP:Iteration 69Q (5532.760000 sec): 3 clusters
  Score: Raw -3323756.421433 + Penalty 5001.982314 = -3318754.439119
  nChanged 0
		SP:Iteration 70F (5532.850000 sec): 3 clusters
  Score: Raw -3323756.421433 + Penalty 5001.982314 = -3318754.439119
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5532.870000 sec): 2 clusters
  Score: Raw -495297.937820 + Penalty 2019.664378 = -493278.273441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5532.880000 sec): 3 clusters
  Score: Raw -493775.329505 + Penalty 4039.328756 = -489736.000749
  nChanged 1240
		SP:Iteration 1F (5532.890000 sec): 3 clusters
  Score: Raw -494532.492518 + Penalty 4039.328756 = -490493.163762
  nChanged 257
		SP:Iteration 2F (5532.900000 sec): 3 clusters
  Score: Raw -494700.611072 + Penalty 4039.328756 = -490661.282315
  nChanged 167
		SP:Iteration 3Q (5532.910000 sec): 3 clusters
  Score: Raw -494821.997480 + Penalty 4039.328756 = -490782.668724
  nChanged 149
		SP:Iteration 4Q (5532.930000 sec): 3 clusters
  Score: Raw -494936.057761 + Penalty 4039.328756 = -490896.729004
  nChanged 140
		SP:Iteration 5Q (5532.940000 sec): 3 clusters
  Score: Raw -495058.608911 + Penalty 4039.328756 = -491019.280155
  nChanged 153
		SP:Iteration 6Q (5532.950000 sec): 3 clusters
  Score: Raw -495185.876984 + Penalty 4039.328756 = -491146.548227
  nChanged 131
		SP:Iteration 7Q (5532.960000 sec): 3 clusters
  Score: Raw -495291.173546 + Penalty 4039.328756 = -491251.844790
  nChanged 123
		SP:Iteration 8Q (5532.970000 sec): 3 clusters
  Score: Raw -495402.305430 + Penalty 4039.328756 = -491362.976674
  nChanged 113
		SP:Iteration 9Q (5532.990000 sec): 3 clusters
  Score: Raw -495502.151395 + Penalty 4039.328756 = -491462.822639
  nChanged 103
		SP:Iteration 10Q (5533.000000 sec): 3 clusters
  Score: Raw -495591.018531 + Penalty 4039.328756 = -491551.689774
  nChanged 111
		SP:Iteration 11Q (5533.010000 sec): 3 clusters
  Score: Raw -495687.519394 + Penalty 4039.328756 = -491648.190638
  nChanged 84
		SP:Iteration 12Q (5533.030000 sec): 3 clusters
  Score: Raw -495761.225488 + Penalty 4039.328756 = -491721.896732
  nChanged 87
		SP:Iteration 13Q (5533.040000 sec): 3 clusters
  Score: Raw -495842.182626 + Penalty 4039.328756 = -491802.853870
  nChanged 77
		SP:Iteration 14Q (5533.050000 sec): 3 clusters
  Score: Raw -495929.213171 + Penalty 4039.328756 = -491889.884414
  nChanged 88
		SP:Iteration 15Q (5533.060000 sec): 3 clusters
  Score: Raw -496034.219724 + Penalty 4039.328756 = -491994.890967
  nChanged 84
		SP:Iteration 16Q (5533.070000 sec): 3 clusters
  Score: Raw -496128.328558 + Penalty 4039.328756 = -492088.999801
  nChanged 78
		SP:Iteration 17Q (5533.090000 sec): 3 clusters
  Score: Raw -496224.760885 + Penalty 4039.328756 = -492185.432129
  nChanged 92
		SP:Iteration 18Q (5533.100000 sec): 3 clusters
  Score: Raw -496350.790426 + Penalty 4039.328756 = -492311.461670
  nChanged 89
		SP:Iteration 19Q (5533.110000 sec): 3 clusters
  Score: Raw -496469.965906 + Penalty 4039.328756 = -492430.637149
  nChanged 82
		SP:Iteration 20F (5533.120000 sec): 3 clusters
  Score: Raw -496574.370543 + Penalty 4039.328756 = -492535.041787
  nChanged 84
		SP:Iteration 21Q (5533.130000 sec): 3 clusters
  Score: Raw -496672.282227 + Penalty 4039.328756 = -492632.953470
  nChanged 76
		SP:Iteration 22Q (5533.140000 sec): 3 clusters
  Score: Raw -496753.439940 + Penalty 4039.328756 = -492714.111184
  nChanged 63
		SP:Iteration 23Q (5533.150000 sec): 3 clusters
  Score: Raw -496795.925438 + Penalty 4039.328756 = -492756.596682
  nChanged 45
		SP:Iteration 24Q (5533.160000 sec): 3 clusters
  Score: Raw -496825.066625 + Penalty 4039.328756 = -492785.737869
  nChanged 40
		SP:Iteration 25Q (5533.170000 sec): 3 clusters
  Score: Raw -496854.881363 + Penalty 4039.328756 = -492815.552606
  nChanged 40
		SP:Iteration 26Q (5533.180000 sec): 3 clusters
  Score: Raw -496884.168200 + Penalty 4039.328756 = -492844.839444
  nChanged 41
		SP:Iteration 27Q (5533.190000 sec): 3 clusters
  Score: Raw -496910.512343 + Penalty 4039.328756 = -492871.183586
  nChanged 33
		SP:Iteration 28Q (5533.200000 sec): 3 clusters
  Score: Raw -496933.574146 + Penalty 4039.328756 = -492894.245390
  nChanged 36
		SP:Iteration 29Q (5533.210000 sec): 3 clusters
  Score: Raw -496956.744108 + Penalty 4039.328756 = -492917.415352
  nChanged 29
		SP:Iteration 30Q (5533.230000 sec): 3 clusters
  Score: Raw -496974.537998 + Penalty 4039.328756 = -492935.209241
  nChanged 24
		SP:Iteration 31Q (5533.230000 sec): 3 clusters
  Score: Raw -496988.859893 + Penalty 4039.328756 = -492949.531137
  nChanged 20
		SP:Iteration 32Q (5533.250000 sec): 3 clusters
  Score: Raw -496999.094751 + Penalty 4039.328756 = -492959.765995
  nChanged 12
		SP:Iteration 33Q (5533.250000 sec): 3 clusters
  Score: Raw -497002.764086 + Penalty 4039.328756 = -492963.435330
  nChanged 7
		SP:Iteration 34Q (5533.270000 sec): 3 clusters
  Score: Raw -497004.754678 + Penalty 4039.328756 = -492965.425922
  nChanged 3
		SP:Iteration 35Q (5533.270000 sec): 3 clusters
  Score: Raw -497005.721788 + Penalty 4039.328756 = -492966.393032
  nChanged 3
		SP:Iteration 36Q (5533.290000 sec): 3 clusters
  Score: Raw -497006.736873 + Penalty 4039.328756 = -492967.408117
  nChanged 2
		SP:Iteration 37Q (5533.290000 sec): 3 clusters
  Score: Raw -497007.249744 + Penalty 4039.328756 = -492967.920988
  nChanged 1
		SP:Iteration 38Q (5533.310000 sec): 3 clusters
  Score: Raw -497007.433455 + Penalty 4039.328756 = -492968.104699
  nChanged 1
		SP:Iteration 39Q (5533.310000 sec): 3 clusters
  Score: Raw -497007.833969 + Penalty 4039.328756 = -492968.505213
  nChanged 1
		SP:Iteration 40F (5533.330000 sec): 3 clusters
  Score: Raw -497008.018099 + Penalty 4039.328756 = -492968.689343
  nChanged 1
		SP:Iteration 41Q (5533.340000 sec): 3 clusters
  Score: Raw -497008.432371 + Penalty 4039.328756 = -492969.103614
  nChanged 2
		SP:Iteration 42Q (5533.350000 sec): 3 clusters
  Score: Raw -497009.294181 + Penalty 4039.328756 = -492969.965424
  nChanged 3
		SP:Iteration 43Q (5533.360000 sec): 3 clusters
  Score: Raw -497010.757709 + Penalty 4039.328756 = -492971.428953
  nChanged 3
		SP:Iteration 44Q (5533.370000 sec): 3 clusters
  Score: Raw -497011.842954 + Penalty 4039.328756 = -492972.514197
  nChanged 3
		SP:Iteration 45Q (5533.380000 sec): 3 clusters
  Score: Raw -497012.781027 + Penalty 4039.328756 = -492973.452270
  nChanged 3
		SP:Iteration 46Q (5533.390000 sec): 3 clusters
  Score: Raw -497013.598648 + Penalty 4039.328756 = -492974.269892
  nChanged 5
		SP:Iteration 47Q (5533.400000 sec): 3 clusters
  Score: Raw -497015.270103 + Penalty 4039.328756 = -492975.941347
  nChanged 4
		SP:Iteration 48Q (5533.410000 sec): 3 clusters
  Score: Raw -497017.823343 + Penalty 4039.328756 = -492978.494587
  nChanged 3
		SP:Iteration 49Q (5533.420000 sec): 3 clusters
  Score: Raw -497019.348166 + Penalty 4039.328756 = -492980.019409
  nChanged 2
		SP:Iteration 50Q (5533.430000 sec): 3 clusters
  Score: Raw -497020.656597 + Penalty 4039.328756 = -492981.327840
  nChanged 3
		SP:Iteration 51Q (5533.440000 sec): 3 clusters
  Score: Raw -497021.776882 + Penalty 4039.328756 = -492982.448125
  nChanged 4
		SP:Iteration 52Q (5533.450000 sec): 3 clusters
  Score: Raw -497023.715468 + Penalty 4039.328756 = -492984.386712
  nChanged 3
		SP:Iteration 53Q (5533.460000 sec): 3 clusters
  Score: Raw -497025.279414 + Penalty 4039.328756 = -492985.950657
  nChanged 1
		SP:Iteration 54Q (5533.470000 sec): 3 clusters
  Score: Raw -497025.500055 + Penalty 4039.328756 = -492986.171298
  nChanged 2
		SP:Iteration 55Q (5533.480000 sec): 3 clusters
  Score: Raw -497026.101532 + Penalty 4039.328756 = -492986.772776
  nChanged 1
		SP:Iteration 56Q (5533.490000 sec): 3 clusters
  Score: Raw -497026.327584 + Penalty 4039.328756 = -492986.998827
  nChanged 0
		SP:Iteration 57F (5533.500000 sec): 3 clusters
  Score: Raw -497026.327584 + Penalty 4039.328756 = -492986.998827
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5533.510000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5533.510000 sec): 3 clusters
  Score: Raw -126942.556142 + Penalty 3350.283633 = -123592.272508
  nChanged 212
		SP:Iteration 1F (5533.510000 sec): 3 clusters
  Score: Raw -127223.621326 + Penalty 3350.283633 = -123873.337693
  nChanged 36
		SP:Iteration 2Q (5533.510000 sec): 3 clusters
  Score: Raw -127287.757681 + Penalty 3350.283633 = -123937.474047
  nChanged 22
		SP:Iteration 3Q (5533.520000 sec): 3 clusters
  Score: Raw -127320.412288 + Penalty 3350.283633 = -123970.128654
  nChanged 15
		SP:Iteration 4Q (5533.520000 sec): 3 clusters
  Score: Raw -127338.771886 + Penalty 3350.283633 = -123988.488252
  nChanged 8
		SP:Iteration 5Q (5533.520000 sec): 3 clusters
  Score: Raw -127348.623311 + Penalty 3350.283633 = -123998.339678
  nChanged 7
		SP:Iteration 6Q (5533.530000 sec): 3 clusters
  Score: Raw -127356.297809 + Penalty 3350.283633 = -124006.014175
  nChanged 7
		SP:Iteration 7Q (5533.530000 sec): 3 clusters
  Score: Raw -127374.979613 + Penalty 3350.283633 = -124024.695979
  nChanged 7
		SP:Iteration 8Q (5533.530000 sec): 3 clusters
  Score: Raw -127385.596839 + Penalty 3350.283633 = -124035.313206
  nChanged 5
		SP:Iteration 9Q (5533.530000 sec): 3 clusters
  Score: Raw -127391.093778 + Penalty 3350.283633 = -124040.810145
  nChanged 4
		SP:Iteration 10Q (5533.540000 sec): 3 clusters
  Score: Raw -127394.858011 + Penalty 3350.283633 = -124044.574378
  nChanged 0
		SP:Iteration 11F (5533.540000 sec): 3 clusters
  Score: Raw -127394.858011 + Penalty 3350.283633 = -124044.574378
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5533.550000 sec): 2 clusters
  Score: Raw -34077.485412 + Penalty 1384.707085 = -32692.778327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5533.550000 sec): 3 clusters
  Score: Raw -34295.126283 + Penalty 2769.414169 = -31525.712114
  nChanged 38
		SP:Iteration 1F (5533.550000 sec): 3 clusters
  Score: Raw -34422.286280 + Penalty 2769.414169 = -31652.872111
  nChanged 9
		SP:Iteration 2Q (5533.550000 sec): 3 clusters
  Score: Raw -34471.262046 + Penalty 2769.414169 = -31701.847877
  nChanged 10
		SP:Iteration 3Q (5533.550000 sec): 3 clusters
  Score: Raw -34560.781685 + Penalty 2769.414169 = -31791.367515
  nChanged 7
		SP:Iteration 4Q (5533.550000 sec): 3 clusters
  Score: Raw -34635.061404 + Penalty 2769.414169 = -31865.647235
  nChanged 9
		SP:Iteration 5Q (5533.550000 sec): 3 clusters
  Score: Raw -34687.584306 + Penalty 2769.414169 = -31918.170137
  nChanged 2
		SP:Iteration 6Q (5533.550000 sec): 3 clusters
  Score: Raw -34702.647350 + Penalty 2769.414169 = -31933.233181
  nChanged 1
		SP:Iteration 7Q (5533.550000 sec): 3 clusters
  Score: Raw -34713.100210 + Penalty 2769.414169 = -31943.686041
  nChanged 2
		SP:Iteration 8Q (5533.550000 sec): 3 clusters
  Score: Raw -34732.313255 + Penalty 2769.414169 = -31962.899086
  nChanged 0
		SP:Iteration 9F (5533.550000 sec): 3 clusters
  Score: Raw -34732.313255 + Penalty 2769.414169 = -31962.899086
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5533.600000 sec): 2 clusters
  Score: Raw -2041152.166654 + Penalty 2361.802642 = -2038790.364012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5533.650000 sec): 3 clusters
  Score: Raw -2033463.564913 + Penalty 4723.605284 = -2028739.959628
  nChanged 5865
		SP:Iteration 1F (5533.700000 sec): 3 clusters
  Score: Raw -2036761.664507 + Penalty 4723.605284 = -2032038.059222
  nChanged 922
		SP:Iteration 2F (5533.750000 sec): 3 clusters
  Score: Raw -2037241.018155 + Penalty 4723.605284 = -2032517.412871
  nChanged 783
		SP:Iteration 3F (5533.800000 sec): 3 clusters
  Score: Raw -2037654.162667 + Penalty 4723.605284 = -2032930.557383
  nChanged 756
		SP:Iteration 4F (5533.850000 sec): 3 clusters
  Score: Raw -2038120.906085 + Penalty 4723.605284 = -2033397.300800
  nChanged 817
		SP:Iteration 5F (5533.900000 sec): 3 clusters
  Score: Raw -2038679.172700 + Penalty 4723.605284 = -2033955.567416
  nChanged 765
		SP:Iteration 6F (5533.950000 sec): 3 clusters
  Score: Raw -2039260.134690 + Penalty 4723.605284 = -2034536.529405
  nChanged 695
		SP:Iteration 7F (5533.990000 sec): 3 clusters
  Score: Raw -2039819.753603 + Penalty 4723.605284 = -2035096.148319
  nChanged 605
		SP:Iteration 8Q (5534.040000 sec): 3 clusters
  Score: Raw -2040349.057316 + Penalty 4723.605284 = -2035625.452032
  nChanged 429
		SP:Iteration 9Q (5534.090000 sec): 3 clusters
  Score: Raw -2040742.585499 + Penalty 4723.605284 = -2036018.980214
  nChanged 292
		SP:Iteration 10Q (5534.140000 sec): 3 clusters
  Score: Raw -2041029.800757 + Penalty 4723.605284 = -2036306.195472
  nChanged 181
		SP:Iteration 11Q (5534.180000 sec): 3 clusters
  Score: Raw -2041193.238235 + Penalty 4723.605284 = -2036469.632951
  nChanged 87
		SP:Iteration 12Q (5534.220000 sec): 3 clusters
  Score: Raw -2041272.166160 + Penalty 4723.605284 = -2036548.560875
  nChanged 51
		SP:Iteration 13Q (5534.260000 sec): 3 clusters
  Score: Raw -2041325.315974 + Penalty 4723.605284 = -2036601.710689
  nChanged 36
		SP:Iteration 14Q (5534.300000 sec): 3 clusters
  Score: Raw -2041365.103356 + Penalty 4723.605284 = -2036641.498072
  nChanged 26
		SP:Iteration 15Q (5534.340000 sec): 3 clusters
  Score: Raw -2041397.770429 + Penalty 4723.605284 = -2036674.165145
  nChanged 15
		SP:Iteration 16Q (5534.380000 sec): 3 clusters
  Score: Raw -2041414.728480 + Penalty 4723.605284 = -2036691.123196
  nChanged 13
		SP:Iteration 17Q (5534.410000 sec): 3 clusters
  Score: Raw -2041428.841461 + Penalty 4723.605284 = -2036705.236176
  nChanged 11
		SP:Iteration 18Q (5534.450000 sec): 3 clusters
  Score: Raw -2041444.019227 + Penalty 4723.605284 = -2036720.413943
  nChanged 11
		SP:Iteration 19Q (5534.490000 sec): 3 clusters
  Score: Raw -2041455.838716 + Penalty 4723.605284 = -2036732.233432
  nChanged 4
		SP:Iteration 20F (5534.540000 sec): 3 clusters
  Score: Raw -2041458.863129 + Penalty 4723.605284 = -2036735.257845
  nChanged 4
		SP:Iteration 21Q (5534.570000 sec): 3 clusters
  Score: Raw -2041463.062832 + Penalty 4723.605284 = -2036739.457548
  nChanged 3
		SP:Iteration 22Q (5534.610000 sec): 3 clusters
  Score: Raw -2041466.037532 + Penalty 4723.605284 = -2036742.432247
  nChanged 4
		SP:Iteration 23Q (5534.650000 sec): 3 clusters
  Score: Raw -2041471.107412 + Penalty 4723.605284 = -2036747.502128
  nChanged 3
		SP:Iteration 24Q (5534.690000 sec): 3 clusters
  Score: Raw -2041473.279213 + Penalty 4723.605284 = -2036749.673929
  nChanged 0
		SP:Iteration 25F (5534.730000 sec): 3 clusters
  Score: Raw -2041473.279213 + Penalty 4723.605284 = -2036749.673929
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69748 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5534.960000 sec): 2 clusters
  Score: Raw -10199802.743146 + Penalty 2765.855718 = -10197036.887428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5535.220000 sec): 3 clusters
  Score: Raw -10155703.719282 + Penalty 5531.711437 = -10150172.007845
  nChanged 32695
		SP:Iteration 1F (5535.470000 sec): 3 clusters
  Score: Raw -10174061.555212 + Penalty 5531.711437 = -10168529.843775
  nChanged 2376
		SP:Iteration 2Q (5535.730000 sec): 3 clusters
  Score: Raw -10174673.552876 + Penalty 5531.711437 = -10169141.841440
  nChanged 2501
		SP:Iteration 3Q (5536.000000 sec): 3 clusters
  Score: Raw -10175402.040714 + Penalty 5531.711437 = -10169870.329277
  nChanged 2792
		SP:Iteration 4Q (5536.260000 sec): 3 clusters
  Score: Raw -10176418.141939 + Penalty 5531.711437 = -10170886.430502
  nChanged 3532
		SP:Iteration 5F (5536.520000 sec): 3 clusters
  Score: Raw -10178170.656893 + Penalty 5531.711437 = -10172638.945456
  nChanged 4758
		SP:Iteration 6F (5536.770000 sec): 3 clusters
  Score: Raw -10181345.858489 + Penalty 5531.711437 = -10175814.147052
  nChanged 5994
		SP:Iteration 7F (5537.030000 sec): 3 clusters
  Score: Raw -10186432.875351 + Penalty 5531.711437 = -10180901.163914
  nChanged 6138
		SP:Iteration 8F (5537.280000 sec): 3 clusters
  Score: Raw -10192456.662916 + Penalty 5531.711437 = -10186924.951480
  nChanged 4420
		SP:Iteration 9F (5537.530000 sec): 3 clusters
  Score: Raw -10196884.248886 + Penalty 5531.711437 = -10191352.537449
  nChanged 2147
		SP:Iteration 10Q (5537.780000 sec): 3 clusters
  Score: Raw -10198926.713432 + Penalty 5531.711437 = -10193395.001996
  nChanged 744
		SP:Iteration 11Q (5537.990000 sec): 3 clusters
  Score: Raw -10199594.336884 + Penalty 5531.711437 = -10194062.625447
  nChanged 249
		SP:Iteration 12Q (5538.190000 sec): 3 clusters
  Score: Raw -10199832.319754 + Penalty 5531.711437 = -10194300.608317
  nChanged 104
		SP:Iteration 13Q (5538.370000 sec): 3 clusters
  Score: Raw -10199954.809933 + Penalty 5531.711437 = -10194423.098497
  nChanged 40
		SP:Iteration 14Q (5538.560000 sec): 3 clusters
  Score: Raw -10200001.726537 + Penalty 5531.711437 = -10194470.015100
  nChanged 29
		SP:Iteration 15Q (5538.740000 sec): 3 clusters
  Score: Raw -10200033.726623 + Penalty 5531.711437 = -10194502.015186
  nChanged 18
		SP:Iteration 16Q (5538.920000 sec): 3 clusters
  Score: Raw -10200057.075838 + Penalty 5531.711437 = -10194525.364401
  nChanged 14
		SP:Iteration 17Q (5539.100000 sec): 3 clusters
  Score: Raw -10200075.388598 + Penalty 5531.711437 = -10194543.677161
  nChanged 7
		SP:Iteration 18Q (5539.280000 sec): 3 clusters
  Score: Raw -10200087.251392 + Penalty 5531.711437 = -10194555.539955
  nChanged 6
		SP:Iteration 19Q (5539.450000 sec): 3 clusters
  Score: Raw -10200096.132350 + Penalty 5531.711437 = -10194564.420913
  nChanged 4
		SP:Iteration 20F (5539.710000 sec): 3 clusters
  Score: Raw -10200099.197173 + Penalty 5531.711437 = -10194567.485736
  nChanged 1
		SP:Iteration 21Q (5539.890000 sec): 3 clusters
  Score: Raw -10200101.942517 + Penalty 5531.711437 = -10194570.231081
  nChanged 4
		SP:Iteration 22Q (5540.070000 sec): 3 clusters
  Score: Raw -10200110.458346 + Penalty 5531.711437 = -10194578.746910
  nChanged 8
		SP:Iteration 23Q (5540.250000 sec): 3 clusters
  Score: Raw -10200118.677407 + Penalty 5531.711437 = -10194586.965970
  nChanged 7
		SP:Iteration 24Q (5540.420000 sec): 3 clusters
  Score: Raw -10200131.078680 + Penalty 5531.711437 = -10194599.367244
  nChanged 3
		SP:Iteration 25Q (5540.600000 sec): 3 clusters
  Score: Raw -10200136.588272 + Penalty 5531.711437 = -10194604.876835
  nChanged 5
		SP:Iteration 26Q (5540.780000 sec): 3 clusters
  Score: Raw -10200143.436978 + Penalty 5531.711437 = -10194611.725541
  nChanged 5
		SP:Iteration 27Q (5540.960000 sec): 3 clusters
  Score: Raw -10200150.560255 + Penalty 5531.711437 = -10194618.848819
  nChanged 5
		SP:Iteration 28Q (5541.140000 sec): 3 clusters
  Score: Raw -10200158.306205 + Penalty 5531.711437 = -10194626.594768
  nChanged 5
		SP:Iteration 29Q (5541.310000 sec): 3 clusters
  Score: Raw -10200163.528979 + Penalty 5531.711437 = -10194631.817543
  nChanged 2
		SP:Iteration 30Q (5541.490000 sec): 3 clusters
  Score: Raw -10200166.709281 + Penalty 5531.711437 = -10194634.997845
  nChanged 1
		SP:Iteration 31Q (5541.670000 sec): 3 clusters
  Score: Raw -10200168.188768 + Penalty 5531.711437 = -10194636.477332
  nChanged 0
		SP:Iteration 32F (5541.930000 sec): 3 clusters
  Score: Raw -10200168.188768 + Penalty 5531.711437 = -10194636.477332
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5541.960000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5541.970000 sec): 3 clusters
  Score: Raw -385230.567170 + Penalty 3923.652944 = -381306.914227
  nChanged 927
		SP:Iteration 1F (5541.980000 sec): 3 clusters
  Score: Raw -385818.927025 + Penalty 3923.652944 = -381895.274081
  nChanged 202
		SP:Iteration 2F (5541.990000 sec): 3 clusters
  Score: Raw -385970.202543 + Penalty 3923.652944 = -382046.549599
  nChanged 126
		SP:Iteration 3Q (5542.000000 sec): 3 clusters
  Score: Raw -386062.647952 + Penalty 3923.652944 = -382138.995008
  nChanged 78
		SP:Iteration 4Q (5542.010000 sec): 3 clusters
  Score: Raw -386110.175247 + Penalty 3923.652944 = -382186.522303
  nChanged 63
		SP:Iteration 5Q (5542.020000 sec): 3 clusters
  Score: Raw -386152.552667 + Penalty 3923.652944 = -382228.899724
  nChanged 44
		SP:Iteration 6Q (5542.030000 sec): 3 clusters
  Score: Raw -386182.196238 + Penalty 3923.652944 = -382258.543294
  nChanged 38
		SP:Iteration 7Q (5542.040000 sec): 3 clusters
  Score: Raw -386201.202175 + Penalty 3923.652944 = -382277.549231
  nChanged 24
		SP:Iteration 8Q (5542.050000 sec): 3 clusters
  Score: Raw -386218.696275 + Penalty 3923.652944 = -382295.043331
  nChanged 25
		SP:Iteration 9Q (5542.060000 sec): 3 clusters
  Score: Raw -386234.014180 + Penalty 3923.652944 = -382310.361236
  nChanged 21
		SP:Iteration 10Q (5542.070000 sec): 3 clusters
  Score: Raw -386245.816961 + Penalty 3923.652944 = -382322.164017
  nChanged 17
		SP:Iteration 11Q (5542.080000 sec): 3 clusters
  Score: Raw -386253.263394 + Penalty 3923.652944 = -382329.610451
  nChanged 14
		SP:Iteration 12Q (5542.090000 sec): 3 clusters
  Score: Raw -386261.108834 + Penalty 3923.652944 = -382337.455891
  nChanged 10
		SP:Iteration 13Q (5542.100000 sec): 3 clusters
  Score: Raw -386265.360613 + Penalty 3923.652944 = -382341.707669
  nChanged 4
		SP:Iteration 14Q (5542.110000 sec): 3 clusters
  Score: Raw -386267.586481 + Penalty 3923.652944 = -382343.933537
  nChanged 4
		SP:Iteration 15Q (5542.120000 sec): 3 clusters
  Score: Raw -386269.445980 + Penalty 3923.652944 = -382345.793037
  nChanged 6
		SP:Iteration 16Q (5542.130000 sec): 3 clusters
  Score: Raw -386272.719351 + Penalty 3923.652944 = -382349.066408
  nChanged 6
		SP:Iteration 17Q (5542.140000 sec): 3 clusters
  Score: Raw -386275.012920 + Penalty 3923.652944 = -382351.359976
  nChanged 5
		SP:Iteration 18Q (5542.150000 sec): 3 clusters
  Score: Raw -386277.501056 + Penalty 3923.652944 = -382353.848112
  nChanged 6
		SP:Iteration 19Q (5542.160000 sec): 3 clusters
  Score: Raw -386279.996871 + Penalty 3923.652944 = -382356.343927
  nChanged 2
		SP:Iteration 20F (5542.170000 sec): 3 clusters
  Score: Raw -386280.453921 + Penalty 3923.652944 = -382356.800977
  nChanged 2
		SP:Iteration 21Q (5542.180000 sec): 3 clusters
  Score: Raw -386281.477695 + Penalty 3923.652944 = -382357.824752
  nChanged 3
		SP:Iteration 22Q (5542.190000 sec): 3 clusters
  Score: Raw -386283.409230 + Penalty 3923.652944 = -382359.756286
  nChanged 5
		SP:Iteration 23Q (5542.200000 sec): 3 clusters
  Score: Raw -386286.552625 + Penalty 3923.652944 = -382362.899681
  nChanged 6
		SP:Iteration 24Q (5542.210000 sec): 3 clusters
  Score: Raw -386289.670621 + Penalty 3923.652944 = -382366.017677
  nChanged 6
		SP:Iteration 25Q (5542.220000 sec): 3 clusters
  Score: Raw -386291.895850 + Penalty 3923.652944 = -382368.242906
  nChanged 3
		SP:Iteration 26Q (5542.230000 sec): 3 clusters
  Score: Raw -386293.194814 + Penalty 3923.652944 = -382369.541870
  nChanged 5
		SP:Iteration 27Q (5542.240000 sec): 3 clusters
  Score: Raw -386295.510004 + Penalty 3923.652944 = -382371.857060
  nChanged 7
		SP:Iteration 28Q (5542.250000 sec): 3 clusters
  Score: Raw -386297.686315 + Penalty 3923.652944 = -382374.033371
  nChanged 6
		SP:Iteration 29Q (5542.260000 sec): 3 clusters
  Score: Raw -386299.343246 + Penalty 3923.652944 = -382375.690302
  nChanged 3
		SP:Iteration 30Q (5542.270000 sec): 3 clusters
  Score: Raw -386300.195258 + Penalty 3923.652944 = -382376.542314
  nChanged 3
		SP:Iteration 31Q (5542.270000 sec): 3 clusters
  Score: Raw -386302.140913 + Penalty 3923.652944 = -382378.487969
  nChanged 3
		SP:Iteration 32Q (5542.290000 sec): 3 clusters
  Score: Raw -386303.723152 + Penalty 3923.652944 = -382380.070209
  nChanged 4
		SP:Iteration 33Q (5542.290000 sec): 3 clusters
  Score: Raw -386305.356888 + Penalty 3923.652944 = -382381.703945
  nChanged 3
		SP:Iteration 34Q (5542.310000 sec): 3 clusters
  Score: Raw -386306.908026 + Penalty 3923.652944 = -382383.255082
  nChanged 3
		SP:Iteration 35Q (5542.310000 sec): 3 clusters
  Score: Raw -386308.853387 + Penalty 3923.652944 = -382385.200443
  nChanged 3
		SP:Iteration 36Q (5542.330000 sec): 3 clusters
  Score: Raw -386311.062327 + Penalty 3923.652944 = -382387.409383
  nChanged 2
		SP:Iteration 37Q (5542.330000 sec): 3 clusters
  Score: Raw -386311.554683 + Penalty 3923.652944 = -382387.901739
  nChanged 4
		SP:Iteration 38Q (5542.350000 sec): 3 clusters
  Score: Raw -386312.919779 + Penalty 3923.652944 = -382389.266835
  nChanged 3
		SP:Iteration 39Q (5542.350000 sec): 3 clusters
  Score: Raw -386314.360605 + Penalty 3923.652944 = -382390.707661
  nChanged 3
		SP:Iteration 40F (5542.360000 sec): 3 clusters
  Score: Raw -386316.079198 + Penalty 3923.652944 = -382392.426254
  nChanged 3
		SP:Iteration 41Q (5542.370000 sec): 3 clusters
  Score: Raw -386317.264091 + Penalty 3923.652944 = -382393.611147
  nChanged 1
		SP:Iteration 42Q (5542.380000 sec): 3 clusters
  Score: Raw -386317.612272 + Penalty 3923.652944 = -382393.959329
  nChanged 0
		SP:Iteration 43F (5542.390000 sec): 3 clusters
  Score: Raw -386317.612272 + Penalty 3923.652944 = -382393.959329
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5542.400000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5542.400000 sec): 3 clusters
  Score: Raw -168845.205232 + Penalty 3494.272938 = -165350.932294
  nChanged 307
		SP:Iteration 1F (5542.410000 sec): 3 clusters
  Score: Raw -169171.986850 + Penalty 3494.272938 = -165677.713912
  nChanged 82
		SP:Iteration 2F (5542.410000 sec): 3 clusters
  Score: Raw -169287.354524 + Penalty 3494.272938 = -165793.081586
  nChanged 49
		SP:Iteration 3Q (5542.420000 sec): 3 clusters
  Score: Raw -169343.845752 + Penalty 3494.272938 = -165849.572814
  nChanged 21
		SP:Iteration 4Q (5542.420000 sec): 3 clusters
  Score: Raw -169367.672014 + Penalty 3494.272938 = -165873.399076
  nChanged 17
		SP:Iteration 5Q (5542.430000 sec): 3 clusters
  Score: Raw -169393.431998 + Penalty 3494.272938 = -165899.159060
  nChanged 15
		SP:Iteration 6Q (5542.430000 sec): 3 clusters
  Score: Raw -169408.215871 + Penalty 3494.272938 = -165913.942933
  nChanged 9
		SP:Iteration 7Q (5542.430000 sec): 3 clusters
  Score: Raw -169418.807711 + Penalty 3494.272938 = -165924.534773
  nChanged 7
		SP:Iteration 8Q (5542.440000 sec): 3 clusters
  Score: Raw -169425.268641 + Penalty 3494.272938 = -165930.995702
  nChanged 5
		SP:Iteration 9Q (5542.440000 sec): 3 clusters
  Score: Raw -169430.606189 + Penalty 3494.272938 = -165936.333251
  nChanged 2
		SP:Iteration 10Q (5542.450000 sec): 3 clusters
  Score: Raw -169432.006395 + Penalty 3494.272938 = -165937.733457
  nChanged 1
		SP:Iteration 11Q (5542.450000 sec): 3 clusters
  Score: Raw -169432.605253 + Penalty 3494.272938 = -165938.332315
  nChanged 1
		SP:Iteration 12Q (5542.450000 sec): 3 clusters
  Score: Raw -169433.725427 + Penalty 3494.272938 = -165939.452489
  nChanged 0
		SP:Iteration 13F (5542.460000 sec): 3 clusters
  Score: Raw -169433.725427 + Penalty 3494.272938 = -165939.452489
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1848 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5542.470000 sec): 2 clusters
  Score: Raw -257639.147800 + Penalty 1865.421095 = -255773.726705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5542.470000 sec): 3 clusters
  Score: Raw -257045.046079 + Penalty 3730.842189 = -253314.203890
  nChanged 606
		SP:Iteration 1F (5542.480000 sec): 3 clusters
  Score: Raw -257543.515030 + Penalty 3730.842189 = -253812.672841
  nChanged 166
		SP:Iteration 2F (5542.490000 sec): 3 clusters
  Score: Raw -257859.775150 + Penalty 3730.842189 = -254128.932961
  nChanged 142
		SP:Iteration 3F (5542.490000 sec): 3 clusters
  Score: Raw -258066.929000 + Penalty 3730.842189 = -254336.086811
  nChanged 94
		SP:Iteration 4F (5542.500000 sec): 3 clusters
  Score: Raw -258202.456494 + Penalty 3730.842189 = -254471.614305
  nChanged 71
		SP:Iteration 5Q (5542.510000 sec): 3 clusters
  Score: Raw -258285.547432 + Penalty 3730.842189 = -254554.705243
  nChanged 55
		SP:Iteration 6Q (5542.510000 sec): 3 clusters
  Score: Raw -258346.615839 + Penalty 3730.842189 = -254615.773650
  nChanged 44
		SP:Iteration 7Q (5542.520000 sec): 3 clusters
  Score: Raw -258398.699054 + Penalty 3730.842189 = -254667.856865
  nChanged 38
		SP:Iteration 8Q (5542.530000 sec): 3 clusters
  Score: Raw -258434.073508 + Penalty 3730.842189 = -254703.231319
  nChanged 22
		SP:Iteration 9Q (5542.530000 sec): 3 clusters
  Score: Raw -258451.593246 + Penalty 3730.842189 = -254720.751057
  nChanged 20
		SP:Iteration 10Q (5542.540000 sec): 3 clusters
  Score: Raw -258463.880775 + Penalty 3730.842189 = -254733.038585
  nChanged 14
		SP:Iteration 11Q (5542.540000 sec): 3 clusters
  Score: Raw -258473.149011 + Penalty 3730.842189 = -254742.306822
  nChanged 12
		SP:Iteration 12Q (5542.550000 sec): 3 clusters
  Score: Raw -258481.953750 + Penalty 3730.842189 = -254751.111560
  nChanged 11
		SP:Iteration 13Q (5542.560000 sec): 3 clusters
  Score: Raw -258489.392211 + Penalty 3730.842189 = -254758.550022
  nChanged 7
		SP:Iteration 14Q (5542.560000 sec): 3 clusters
  Score: Raw -258493.880160 + Penalty 3730.842189 = -254763.037971
  nChanged 6
		SP:Iteration 15Q (5542.570000 sec): 3 clusters
  Score: Raw -258497.043501 + Penalty 3730.842189 = -254766.201312
  nChanged 5
		SP:Iteration 16Q (5542.570000 sec): 3 clusters
  Score: Raw -258500.879547 + Penalty 3730.842189 = -254770.037357
  nChanged 5
		SP:Iteration 17Q (5542.580000 sec): 3 clusters
  Score: Raw -258504.568556 + Penalty 3730.842189 = -254773.726367
  nChanged 6
		SP:Iteration 18Q (5542.590000 sec): 3 clusters
  Score: Raw -258508.010719 + Penalty 3730.842189 = -254777.168530
  nChanged 4
		SP:Iteration 19Q (5542.590000 sec): 3 clusters
  Score: Raw -258511.209148 + Penalty 3730.842189 = -254780.366959
  nChanged 4
		SP:Iteration 20F (5542.600000 sec): 3 clusters
  Score: Raw -258513.879821 + Penalty 3730.842189 = -254783.037632
  nChanged 2
		SP:Iteration 21Q (5542.610000 sec): 3 clusters
  Score: Raw -258515.733398 + Penalty 3730.842189 = -254784.891209
  nChanged 1
		SP:Iteration 22Q (5542.610000 sec): 3 clusters
  Score: Raw -258516.659124 + Penalty 3730.842189 = -254785.816935
  nChanged 1
		SP:Iteration 23Q (5542.620000 sec): 3 clusters
  Score: Raw -258517.229353 + Penalty 3730.842189 = -254786.387164
  nChanged 1
		SP:Iteration 24Q (5542.630000 sec): 3 clusters
  Score: Raw -258517.637543 + Penalty 3730.842189 = -254786.795354
  nChanged 0
		SP:Iteration 25F (5542.630000 sec): 3 clusters
  Score: Raw -258517.637543 + Penalty 3730.842189 = -254786.795354
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (11081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5542.670000 sec): 2 clusters
  Score: Raw -1693158.875908 + Penalty 2309.620828 = -1690849.255080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5542.710000 sec): 3 clusters
  Score: Raw -1687106.543933 + Penalty 4619.241656 = -1682487.302278
  nChanged 4646
		SP:Iteration 1F (5542.750000 sec): 3 clusters
  Score: Raw -1689524.289351 + Penalty 4619.241656 = -1684905.047696
  nChanged 711
		SP:Iteration 2F (5542.790000 sec): 3 clusters
  Score: Raw -1689853.215390 + Penalty 4619.241656 = -1685233.973734
  nChanged 577
		SP:Iteration 3F (5542.830000 sec): 3 clusters
  Score: Raw -1690113.815163 + Penalty 4619.241656 = -1685494.573508
  nChanged 487
		SP:Iteration 4Q (5542.870000 sec): 3 clusters
  Score: Raw -1690345.004319 + Penalty 4619.241656 = -1685725.762663
  nChanged 468
		SP:Iteration 5Q (5542.910000 sec): 3 clusters
  Score: Raw -1690581.693832 + Penalty 4619.241656 = -1685962.452176
  nChanged 489
		SP:Iteration 6Q (5542.950000 sec): 3 clusters
  Score: Raw -1690857.558688 + Penalty 4619.241656 = -1686238.317032
  nChanged 514
		SP:Iteration 7Q (5542.990000 sec): 3 clusters
  Score: Raw -1691196.377366 + Penalty 4619.241656 = -1686577.135710
  nChanged 542
		SP:Iteration 8Q (5543.030000 sec): 3 clusters
  Score: Raw -1691588.100266 + Penalty 4619.241656 = -1686968.858610
  nChanged 548
		SP:Iteration 9Q (5543.070000 sec): 3 clusters
  Score: Raw -1692018.699115 + Penalty 4619.241656 = -1687399.457459
  nChanged 464
		SP:Iteration 10Q (5543.110000 sec): 3 clusters
  Score: Raw -1692405.726753 + Penalty 4619.241656 = -1687786.485097
  nChanged 368
		SP:Iteration 11Q (5543.150000 sec): 3 clusters
  Score: Raw -1692751.668283 + Penalty 4619.241656 = -1688132.426628
  nChanged 229
		SP:Iteration 12Q (5543.180000 sec): 3 clusters
  Score: Raw -1692967.438566 + Penalty 4619.241656 = -1688348.196911
  nChanged 142
		SP:Iteration 13Q (5543.220000 sec): 3 clusters
  Score: Raw -1693103.180334 + Penalty 4619.241656 = -1688483.938678
  nChanged 101
		SP:Iteration 14Q (5543.250000 sec): 3 clusters
  Score: Raw -1693203.157356 + Penalty 4619.241656 = -1688583.915701
  nChanged 68
		SP:Iteration 15Q (5543.280000 sec): 3 clusters
  Score: Raw -1693274.838453 + Penalty 4619.241656 = -1688655.596797
  nChanged 49
		SP:Iteration 16Q (5543.320000 sec): 3 clusters
  Score: Raw -1693326.419492 + Penalty 4619.241656 = -1688707.177836
  nChanged 29
		SP:Iteration 17Q (5543.350000 sec): 3 clusters
  Score: Raw -1693358.925087 + Penalty 4619.241656 = -1688739.683431
  nChanged 21
		SP:Iteration 18Q (5543.380000 sec): 3 clusters
  Score: Raw -1693381.256705 + Penalty 4619.241656 = -1688762.015050
  nChanged 16
		SP:Iteration 19Q (5543.410000 sec): 3 clusters
  Score: Raw -1693397.601618 + Penalty 4619.241656 = -1688778.359963
  nChanged 13
		SP:Iteration 20F (5543.440000 sec): 3 clusters
  Score: Raw -1693411.646101 + Penalty 4619.241656 = -1688792.404446
  nChanged 9
		SP:Iteration 21Q (5543.480000 sec): 3 clusters
  Score: Raw -1693419.303474 + Penalty 4619.241656 = -1688800.061819
  nChanged 7
		SP:Iteration 22Q (5543.500000 sec): 3 clusters
  Score: Raw -1693426.522283 + Penalty 4619.241656 = -1688807.280628
  nChanged 2
		SP:Iteration 23Q (5543.530000 sec): 3 clusters
  Score: Raw -1693429.190944 + Penalty 4619.241656 = -1688809.949288
  nChanged 3
		SP:Iteration 24Q (5543.560000 sec): 3 clusters
  Score: Raw -1693432.858161 + Penalty 4619.241656 = -1688813.616506
  nChanged 2
		SP:Iteration 25Q (5543.590000 sec): 3 clusters
  Score: Raw -1693433.967545 + Penalty 4619.241656 = -1688814.725890
  nChanged 2
		SP:Iteration 26Q (5543.620000 sec): 3 clusters
  Score: Raw -1693437.185638 + Penalty 4619.241656 = -1688817.943982
  nChanged 7
		SP:Iteration 27Q (5543.650000 sec): 3 clusters
  Score: Raw -1693444.976254 + Penalty 4619.241656 = -1688825.734599
  nChanged 5
		SP:Iteration 28Q (5543.680000 sec): 3 clusters
  Score: Raw -1693451.412933 + Penalty 4619.241656 = -1688832.171277
  nChanged 3
		SP:Iteration 29Q (5543.710000 sec): 3 clusters
  Score: Raw -1693453.768815 + Penalty 4619.241656 = -1688834.527159
  nChanged 0
		SP:Iteration 30F (5543.750000 sec): 3 clusters
  Score: Raw -1693453.768815 + Penalty 4619.241656 = -1688834.527159
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5543.800000 sec): 2 clusters
  Score: Raw -1984426.700428 + Penalty 2369.497749 = -1982057.202679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5543.840000 sec): 3 clusters
  Score: Raw -1976495.242192 + Penalty 4738.995498 = -1971756.246694
  nChanged 6084
		SP:Iteration 1F (5543.900000 sec): 3 clusters
  Score: Raw -1979853.407802 + Penalty 4738.995498 = -1975114.412304
  nChanged 853
		SP:Iteration 2F (5543.950000 sec): 3 clusters
  Score: Raw -1980214.307647 + Penalty 4738.995498 = -1975475.312149
  nChanged 685
		SP:Iteration 3Q (5544.000000 sec): 3 clusters
  Score: Raw -1980502.591724 + Penalty 4738.995498 = -1975763.596226
  nChanged 574
		SP:Iteration 4Q (5544.050000 sec): 3 clusters
  Score: Raw -1980736.409759 + Penalty 4738.995498 = -1975997.414262
  nChanged 524
		SP:Iteration 5Q (5544.110000 sec): 3 clusters
  Score: Raw -1980946.579520 + Penalty 4738.995498 = -1976207.584022
  nChanged 476
		SP:Iteration 6Q (5544.160000 sec): 3 clusters
  Score: Raw -1981131.520639 + Penalty 4738.995498 = -1976392.525141
  nChanged 450
		SP:Iteration 7Q (5544.210000 sec): 3 clusters
  Score: Raw -1981306.153022 + Penalty 4738.995498 = -1976567.157524
  nChanged 402
		SP:Iteration 8Q (5544.260000 sec): 3 clusters
  Score: Raw -1981461.991033 + Penalty 4738.995498 = -1976722.995535
  nChanged 415
		SP:Iteration 9Q (5544.310000 sec): 3 clusters
  Score: Raw -1981633.019372 + Penalty 4738.995498 = -1976894.023874
  nChanged 419
		SP:Iteration 10Q (5544.360000 sec): 3 clusters
  Score: Raw -1981825.966162 + Penalty 4738.995498 = -1977086.970664
  nChanged 421
		SP:Iteration 11Q (5544.410000 sec): 3 clusters
  Score: Raw -1982045.665238 + Penalty 4738.995498 = -1977306.669740
  nChanged 473
		SP:Iteration 12Q (5544.460000 sec): 3 clusters
  Score: Raw -1982303.496335 + Penalty 4738.995498 = -1977564.500837
  nChanged 504
		SP:Iteration 13Q (5544.510000 sec): 3 clusters
  Score: Raw -1982619.036601 + Penalty 4738.995498 = -1977880.041103
  nChanged 530
		SP:Iteration 14Q (5544.560000 sec): 3 clusters
  Score: Raw -1982955.110357 + Penalty 4738.995498 = -1978216.114859
  nChanged 502
		SP:Iteration 15Q (5544.610000 sec): 3 clusters
  Score: Raw -1983307.786392 + Penalty 4738.995498 = -1978568.790894
  nChanged 463
		SP:Iteration 16Q (5544.650000 sec): 3 clusters
  Score: Raw -1983658.293623 + Penalty 4738.995498 = -1978919.298125
  nChanged 398
		SP:Iteration 17Q (5544.700000 sec): 3 clusters
  Score: Raw -1983985.446179 + Penalty 4738.995498 = -1979246.450681
  nChanged 328
		SP:Iteration 18Q (5544.740000 sec): 3 clusters
  Score: Raw -1984270.792027 + Penalty 4738.995498 = -1979531.796529
  nChanged 216
		SP:Iteration 19Q (5544.790000 sec): 3 clusters
  Score: Raw -1984473.929939 + Penalty 4738.995498 = -1979734.934441
  nChanged 163
		SP:Iteration 20F (5544.830000 sec): 3 clusters
  Score: Raw -1984632.947635 + Penalty 4738.995498 = -1979893.952137
  nChanged 116
		SP:Iteration 21Q (5544.880000 sec): 3 clusters
  Score: Raw -1984729.190461 + Penalty 4738.995498 = -1979990.194963
  nChanged 85
		SP:Iteration 22Q (5544.920000 sec): 3 clusters
  Score: Raw -1984791.703996 + Penalty 4738.995498 = -1980052.708498
  nChanged 62
		SP:Iteration 23Q (5544.960000 sec): 3 clusters
  Score: Raw -1984839.578544 + Penalty 4738.995498 = -1980100.583046
  nChanged 56
		SP:Iteration 24Q (5545.000000 sec): 3 clusters
  Score: Raw -1984876.040279 + Penalty 4738.995498 = -1980137.044781
  nChanged 49
		SP:Iteration 25Q (5545.030000 sec): 3 clusters
  Score: Raw -1984909.021256 + Penalty 4738.995498 = -1980170.025758
  nChanged 42
		SP:Iteration 26Q (5545.070000 sec): 3 clusters
  Score: Raw -1984940.033009 + Penalty 4738.995498 = -1980201.037511
  nChanged 39
		SP:Iteration 27Q (5545.110000 sec): 3 clusters
  Score: Raw -1984964.711109 + Penalty 4738.995498 = -1980225.715612
  nChanged 24
		SP:Iteration 28Q (5545.150000 sec): 3 clusters
  Score: Raw -1984979.687888 + Penalty 4738.995498 = -1980240.692390
  nChanged 18
		SP:Iteration 29Q (5545.190000 sec): 3 clusters
  Score: Raw -1984986.853934 + Penalty 4738.995498 = -1980247.858437
  nChanged 11
		SP:Iteration 30Q (5545.230000 sec): 3 clusters
  Score: Raw -1984991.269351 + Penalty 4738.995498 = -1980252.273853
  nChanged 8
		SP:Iteration 31Q (5545.270000 sec): 3 clusters
  Score: Raw -1984995.097352 + Penalty 4738.995498 = -1980256.101855
  nChanged 6
		SP:Iteration 32Q (5545.310000 sec): 3 clusters
  Score: Raw -1984998.642592 + Penalty 4738.995498 = -1980259.647094
  nChanged 8
		SP:Iteration 33Q (5545.350000 sec): 3 clusters
  Score: Raw -1985005.712385 + Penalty 4738.995498 = -1980266.716887
  nChanged 13
		SP:Iteration 34Q (5545.380000 sec): 3 clusters
  Score: Raw -1985012.991390 + Penalty 4738.995498 = -1980273.995893
  nChanged 10
		SP:Iteration 35Q (5545.420000 sec): 3 clusters
  Score: Raw -1985018.608799 + Penalty 4738.995498 = -1980279.613301
  nChanged 19
		SP:Iteration 36Q (5545.460000 sec): 3 clusters
  Score: Raw -1985026.969803 + Penalty 4738.995498 = -1980287.974305
  nChanged 17
		SP:Iteration 37Q (5545.500000 sec): 3 clusters
  Score: Raw -1985036.006180 + Penalty 4738.995498 = -1980297.010682
  nChanged 13
		SP:Iteration 38Q (5545.540000 sec): 3 clusters
  Score: Raw -1985042.902639 + Penalty 4738.995498 = -1980303.907141
  nChanged 16
		SP:Iteration 39Q (5545.570000 sec): 3 clusters
  Score: Raw -1985051.537759 + Penalty 4738.995498 = -1980312.542261
  nChanged 11
		SP:Iteration 40F (5545.630000 sec): 3 clusters
  Score: Raw -1985058.423616 + Penalty 4738.995498 = -1980319.428118
  nChanged 10
		SP:Iteration 41Q (5545.660000 sec): 3 clusters
  Score: Raw -1985064.594263 + Penalty 4738.995498 = -1980325.598765
  nChanged 10
		SP:Iteration 42Q (5545.700000 sec): 3 clusters
  Score: Raw -1985070.632678 + Penalty 4738.995498 = -1980331.637180
  nChanged 8
		SP:Iteration 43Q (5545.740000 sec): 3 clusters
  Score: Raw -1985074.659307 + Penalty 4738.995498 = -1980335.663809
  nChanged 8
		SP:Iteration 44Q (5545.780000 sec): 3 clusters
  Score: Raw -1985080.438892 + Penalty 4738.995498 = -1980341.443394
  nChanged 13
		SP:Iteration 45Q (5545.810000 sec): 3 clusters
  Score: Raw -1985087.419591 + Penalty 4738.995498 = -1980348.424094
  nChanged 13
		SP:Iteration 46Q (5545.850000 sec): 3 clusters
  Score: Raw -1985094.992717 + Penalty 4738.995498 = -1980355.997219
  nChanged 14
		SP:Iteration 47Q (5545.890000 sec): 3 clusters
  Score: Raw -1985101.336959 + Penalty 4738.995498 = -1980362.341461
  nChanged 7
		SP:Iteration 48Q (5545.930000 sec): 3 clusters
  Score: Raw -1985105.086097 + Penalty 4738.995498 = -1980366.090599
  nChanged 12
		SP:Iteration 49Q (5545.970000 sec): 3 clusters
  Score: Raw -1985112.011181 + Penalty 4738.995498 = -1980373.015683
  nChanged 8
		SP:Iteration 50Q (5546.010000 sec): 3 clusters
  Score: Raw -1985114.847095 + Penalty 4738.995498 = -1980375.851597
  nChanged 4
		SP:Iteration 51Q (5546.050000 sec): 3 clusters
  Score: Raw -1985115.992586 + Penalty 4738.995498 = -1980376.997088
  nChanged 5
		SP:Iteration 52Q (5546.080000 sec): 3 clusters
  Score: Raw -1985118.508561 + Penalty 4738.995498 = -1980379.513063
  nChanged 6
		SP:Iteration 53Q (5546.120000 sec): 3 clusters
  Score: Raw -1985121.154598 + Penalty 4738.995498 = -1980382.159100
  nChanged 4
		SP:Iteration 54Q (5546.160000 sec): 3 clusters
  Score: Raw -1985122.734000 + Penalty 4738.995498 = -1980383.738502
  nChanged 2
		SP:Iteration 55Q (5546.200000 sec): 3 clusters
  Score: Raw -1985123.542023 + Penalty 4738.995498 = -1980384.546525
  nChanged 0
		SP:Iteration 56F (5546.250000 sec): 3 clusters
  Score: Raw -1985123.542023 + Penalty 4738.995498 = -1980384.546525
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5546.250000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5546.260000 sec): 3 clusters
  Score: Raw -73225.138210 + Penalty 3074.445443 = -70150.692767
  nChanged 82
		SP:Iteration 1F (5546.260000 sec): 3 clusters
  Score: Raw -73359.440636 + Penalty 3074.445443 = -70284.995193
  nChanged 21
		SP:Iteration 2Q (5546.260000 sec): 3 clusters
  Score: Raw -73395.969574 + Penalty 3074.445443 = -70321.524131
  nChanged 5
		SP:Iteration 3Q (5546.260000 sec): 3 clusters
  Score: Raw -73412.864363 + Penalty 3074.445443 = -70338.418920
  nChanged 4
		SP:Iteration 4Q (5546.260000 sec): 3 clusters
  Score: Raw -73425.870283 + Penalty 3074.445443 = -70351.424840
  nChanged 5
		SP:Iteration 5Q (5546.270000 sec): 3 clusters
  Score: Raw -73435.493311 + Penalty 3074.445443 = -70361.047867
  nChanged 3
		SP:Iteration 6Q (5546.270000 sec): 3 clusters
  Score: Raw -73444.805060 + Penalty 3074.445443 = -70370.359617
  nChanged 5
		SP:Iteration 7Q (5546.270000 sec): 3 clusters
  Score: Raw -73458.671470 + Penalty 3074.445443 = -70384.226026
  nChanged 1
		SP:Iteration 8Q (5546.270000 sec): 3 clusters
  Score: Raw -73459.458087 + Penalty 3074.445443 = -70385.012644
  nChanged 0
		SP:Iteration 9F (5546.270000 sec): 3 clusters
  Score: Raw -73459.458087 + Penalty 3074.445443 = -70385.012644
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5546.280000 sec): 2 clusters
  Score: Raw -310878.010205 + Penalty 1906.509614 = -308971.500591
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5546.290000 sec): 3 clusters
  Score: Raw -310001.729150 + Penalty 3813.019228 = -306188.709922
  nChanged 702
		SP:Iteration 1F (5546.300000 sec): 3 clusters
  Score: Raw -310493.810873 + Penalty 3813.019228 = -306680.791645
  nChanged 176
		SP:Iteration 2F (5546.310000 sec): 3 clusters
  Score: Raw -310637.990836 + Penalty 3813.019228 = -306824.971608
  nChanged 102
		SP:Iteration 3Q (5546.310000 sec): 3 clusters
  Score: Raw -310717.091902 + Penalty 3813.019228 = -306904.072674
  nChanged 64
		SP:Iteration 4Q (5546.320000 sec): 3 clusters
  Score: Raw -310758.424818 + Penalty 3813.019228 = -306945.405590
  nChanged 38
		SP:Iteration 5Q (5546.330000 sec): 3 clusters
  Score: Raw -310786.737287 + Penalty 3813.019228 = -306973.718059
  nChanged 19
		SP:Iteration 6Q (5546.340000 sec): 3 clusters
  Score: Raw -310802.973957 + Penalty 3813.019228 = -306989.954729
  nChanged 19
		SP:Iteration 7Q (5546.350000 sec): 3 clusters
  Score: Raw -310813.981025 + Penalty 3813.019228 = -307000.961797
  nChanged 10
		SP:Iteration 8Q (5546.350000 sec): 3 clusters
  Score: Raw -310821.664400 + Penalty 3813.019228 = -307008.645172
  nChanged 11
		SP:Iteration 9Q (5546.360000 sec): 3 clusters
  Score: Raw -310829.752720 + Penalty 3813.019228 = -307016.733492
  nChanged 11
		SP:Iteration 10Q (5546.370000 sec): 3 clusters
  Score: Raw -310838.064162 + Penalty 3813.019228 = -307025.044934
  nChanged 5
		SP:Iteration 11Q (5546.380000 sec): 3 clusters
  Score: Raw -310840.976494 + Penalty 3813.019228 = -307027.957266
  nChanged 6
		SP:Iteration 12Q (5546.380000 sec): 3 clusters
  Score: Raw -310846.211618 + Penalty 3813.019228 = -307033.192390
  nChanged 7
		SP:Iteration 13Q (5546.390000 sec): 3 clusters
  Score: Raw -310848.913816 + Penalty 3813.019228 = -307035.894588
  nChanged 1
		SP:Iteration 14Q (5546.400000 sec): 3 clusters
  Score: Raw -310849.320081 + Penalty 3813.019228 = -307036.300853
  nChanged 4
		SP:Iteration 15Q (5546.410000 sec): 3 clusters
  Score: Raw -310850.624388 + Penalty 3813.019228 = -307037.605160
  nChanged 6
		SP:Iteration 16Q (5546.410000 sec): 3 clusters
  Score: Raw -310853.468260 + Penalty 3813.019228 = -307040.449032
  nChanged 2
		SP:Iteration 17Q (5546.420000 sec): 3 clusters
  Score: Raw -310855.146776 + Penalty 3813.019228 = -307042.127548
  nChanged 2
		SP:Iteration 18Q (5546.430000 sec): 3 clusters
  Score: Raw -310855.966529 + Penalty 3813.019228 = -307042.947301
  nChanged 1
		SP:Iteration 19Q (5546.440000 sec): 3 clusters
  Score: Raw -310856.287915 + Penalty 3813.019228 = -307043.268687
  nChanged 0
		SP:Iteration 20F (5546.450000 sec): 3 clusters
  Score: Raw -310856.287915 + Penalty 3813.019228 = -307043.268687
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31637 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5546.550000 sec): 2 clusters
  Score: Raw -4620785.613031 + Penalty 2569.796485 = -4618215.816546
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5546.670000 sec): 3 clusters
  Score: Raw -4601631.757045 + Penalty 5139.592970 = -4596492.164075
  nChanged 14336
		SP:Iteration 1F (5546.780000 sec): 3 clusters
  Score: Raw -4609687.371999 + Penalty 5139.592970 = -4604547.779029
  nChanged 1525
		SP:Iteration 2Q (5546.890000 sec): 3 clusters
  Score: Raw -4610314.112355 + Penalty 5139.592970 = -4605174.519385
  nChanged 1518
		SP:Iteration 3Q (5547.010000 sec): 3 clusters
  Score: Raw -4611073.126864 + Penalty 5139.592970 = -4605933.533894
  nChanged 1556
		SP:Iteration 4Q (5547.130000 sec): 3 clusters
  Score: Raw -4612012.854284 + Penalty 5139.592970 = -4606873.261314
  nChanged 1586
		SP:Iteration 5F (5547.250000 sec): 3 clusters
  Score: Raw -4613083.022699 + Penalty 5139.592970 = -4607943.429729
  nChanged 1635
		SP:Iteration 6F (5547.370000 sec): 3 clusters
  Score: Raw -4614184.061441 + Penalty 5139.592970 = -4609044.468471
  nChanged 1596
		SP:Iteration 7F (5547.480000 sec): 3 clusters
  Score: Raw -4615261.987779 + Penalty 5139.592970 = -4610122.394809
  nChanged 1524
		SP:Iteration 8Q (5547.600000 sec): 3 clusters
  Score: Raw -4616306.277800 + Penalty 5139.592970 = -4611166.684830
  nChanged 1394
		SP:Iteration 9Q (5547.710000 sec): 3 clusters
  Score: Raw -4617277.764328 + Penalty 5139.592970 = -4612138.171358
  nChanged 1244
		SP:Iteration 10Q (5547.820000 sec): 3 clusters
  Score: Raw -4618089.832348 + Penalty 5139.592970 = -4612950.239378
  nChanged 1063
		SP:Iteration 11Q (5547.930000 sec): 3 clusters
  Score: Raw -4618766.739980 + Penalty 5139.592970 = -4613627.147010
  nChanged 918
		SP:Iteration 12Q (5548.030000 sec): 3 clusters
  Score: Raw -4619328.114949 + Penalty 5139.592970 = -4614188.521979
  nChanged 724
		SP:Iteration 13Q (5548.130000 sec): 3 clusters
  Score: Raw -4619759.733603 + Penalty 5139.592970 = -4614620.140633
  nChanged 544
		SP:Iteration 14Q (5548.230000 sec): 3 clusters
  Score: Raw -4620072.534919 + Penalty 5139.592970 = -4614932.941949
  nChanged 435
		SP:Iteration 15Q (5548.320000 sec): 3 clusters
  Score: Raw -4620333.424824 + Penalty 5139.592970 = -4615193.831854
  nChanged 334
		SP:Iteration 16Q (5548.410000 sec): 3 clusters
  Score: Raw -4620515.879741 + Penalty 5139.592970 = -4615376.286771
  nChanged 269
		SP:Iteration 17Q (5548.510000 sec): 3 clusters
  Score: Raw -4620670.610995 + Penalty 5139.592970 = -4615531.018025
  nChanged 198
		SP:Iteration 18Q (5548.590000 sec): 3 clusters
  Score: Raw -4620781.669917 + Penalty 5139.592970 = -4615642.076947
  nChanged 133
		SP:Iteration 19Q (5548.680000 sec): 3 clusters
  Score: Raw -4620858.617194 + Penalty 5139.592970 = -4615719.024224
  nChanged 114
		SP:Iteration 20F (5548.800000 sec): 3 clusters
  Score: Raw -4620920.176782 + Penalty 5139.592970 = -4615780.583812
  nChanged 86
		SP:Iteration 21Q (5548.890000 sec): 3 clusters
  Score: Raw -4620963.106801 + Penalty 5139.592970 = -4615823.513831
  nChanged 63
		SP:Iteration 22Q (5548.970000 sec): 3 clusters
  Score: Raw -4620993.555260 + Penalty 5139.592970 = -4615853.962290
  nChanged 53
		SP:Iteration 23Q (5549.050000 sec): 3 clusters
  Score: Raw -4621021.938198 + Penalty 5139.592970 = -4615882.345228
  nChanged 46
		SP:Iteration 24Q (5549.140000 sec): 3 clusters
  Score: Raw -4621044.788922 + Penalty 5139.592970 = -4615905.195952
  nChanged 31
		SP:Iteration 25Q (5549.230000 sec): 3 clusters
  Score: Raw -4621062.051547 + Penalty 5139.592970 = -4615922.458577
  nChanged 33
		SP:Iteration 26Q (5549.310000 sec): 3 clusters
  Score: Raw -4621083.202725 + Penalty 5139.592970 = -4615943.609755
  nChanged 25
		SP:Iteration 27Q (5549.390000 sec): 3 clusters
  Score: Raw -4621096.951580 + Penalty 5139.592970 = -4615957.358610
  nChanged 24
		SP:Iteration 28Q (5549.480000 sec): 3 clusters
  Score: Raw -4621108.884738 + Penalty 5139.592970 = -4615969.291768
  nChanged 20
		SP:Iteration 29Q (5549.560000 sec): 3 clusters
  Score: Raw -4621119.612669 + Penalty 5139.592970 = -4615980.019699
  nChanged 16
		SP:Iteration 30Q (5549.650000 sec): 3 clusters
  Score: Raw -4621126.421774 + Penalty 5139.592970 = -4615986.828804
  nChanged 9
		SP:Iteration 31Q (5549.730000 sec): 3 clusters
  Score: Raw -4621130.284014 + Penalty 5139.592970 = -4615990.691044
  nChanged 6
		SP:Iteration 32Q (5549.820000 sec): 3 clusters
  Score: Raw -4621133.295787 + Penalty 5139.592970 = -4615993.702817
  nChanged 5
		SP:Iteration 33Q (5549.900000 sec): 3 clusters
  Score: Raw -4621135.095754 + Penalty 5139.592970 = -4615995.502784
  nChanged 5
		SP:Iteration 34Q (5549.990000 sec): 3 clusters
  Score: Raw -4621138.267009 + Penalty 5139.592970 = -4615998.674039
  nChanged 5
		SP:Iteration 35Q (5550.070000 sec): 3 clusters
  Score: Raw -4621140.822779 + Penalty 5139.592970 = -4616001.229809
  nChanged 9
		SP:Iteration 36Q (5550.150000 sec): 3 clusters
  Score: Raw -4621145.394465 + Penalty 5139.592970 = -4616005.801495
  nChanged 10
		SP:Iteration 37Q (5550.230000 sec): 3 clusters
  Score: Raw -4621151.926833 + Penalty 5139.592970 = -4616012.333863
  nChanged 6
		SP:Iteration 38Q (5550.310000 sec): 3 clusters
  Score: Raw -4621154.498169 + Penalty 5139.592970 = -4616014.905199
  nChanged 4
		SP:Iteration 39Q (5550.400000 sec): 3 clusters
  Score: Raw -4621156.420821 + Penalty 5139.592970 = -4616016.827852
  nChanged 4
		SP:Iteration 40F (5550.510000 sec): 3 clusters
  Score: Raw -4621158.747278 + Penalty 5139.592970 = -4616019.154308
  nChanged 4
		SP:Iteration 41Q (5550.590000 sec): 3 clusters
  Score: Raw -4621160.990703 + Penalty 5139.592970 = -4616021.397733
  nChanged 2
		SP:Iteration 42Q (5550.670000 sec): 3 clusters
  Score: Raw -4621161.811909 + Penalty 5139.592970 = -4616022.218939
  nChanged 2
		SP:Iteration 43Q (5550.760000 sec): 3 clusters
  Score: Raw -4621162.463548 + Penalty 5139.592970 = -4616022.870578
  nChanged 2
		SP:Iteration 44Q (5550.840000 sec): 3 clusters
  Score: Raw -4621163.786195 + Penalty 5139.592970 = -4616024.193225
  nChanged 3
		SP:Iteration 45Q (5550.920000 sec): 3 clusters
  Score: Raw -4621166.043374 + Penalty 5139.592970 = -4616026.450404
  nChanged 4
		SP:Iteration 46Q (5551.000000 sec): 3 clusters
  Score: Raw -4621169.607377 + Penalty 5139.592970 = -4616030.014407
  nChanged 8
		SP:Iteration 47Q (5551.090000 sec): 3 clusters
  Score: Raw -4621174.936497 + Penalty 5139.592970 = -4616035.343527
  nChanged 9
		SP:Iteration 48Q (5551.170000 sec): 3 clusters
  Score: Raw -4621179.715316 + Penalty 5139.592970 = -4616040.122346
  nChanged 8
		SP:Iteration 49Q (5551.250000 sec): 3 clusters
  Score: Raw -4621185.398599 + Penalty 5139.592970 = -4616045.805629
  nChanged 4
		SP:Iteration 50Q (5551.330000 sec): 3 clusters
  Score: Raw -4621187.204871 + Penalty 5139.592970 = -4616047.611901
  nChanged 1
		SP:Iteration 51Q (5551.410000 sec): 3 clusters
  Score: Raw -4621187.471200 + Penalty 5139.592970 = -4616047.878230
  nChanged 0
		SP:Iteration 52F (5551.530000 sec): 3 clusters
  Score: Raw -4621187.471200 + Penalty 5139.592970 = -4616047.878230
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5551.840000 sec): 2 clusters
  Score: Raw -14347520.959619 + Penalty 2851.907604 = -14344669.052014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5552.210000 sec): 3 clusters
  Score: Raw -14284340.021313 + Penalty 5703.815209 = -14278636.206104
  nChanged 46367
		SP:Iteration 1F (5552.570000 sec): 3 clusters
  Score: Raw -14310997.680260 + Penalty 5703.815209 = -14305293.865051
  nChanged 3866
		SP:Iteration 2Q (5552.940000 sec): 3 clusters
  Score: Raw -14312298.155703 + Penalty 5703.815209 = -14306594.340494
  nChanged 4894
		SP:Iteration 3Q (5553.310000 sec): 3 clusters
  Score: Raw -14314625.447168 + Penalty 5703.815209 = -14308921.631959
  nChanged 6690
		SP:Iteration 4F (5553.680000 sec): 3 clusters
  Score: Raw -14318981.293255 + Penalty 5703.815209 = -14313277.478046
  nChanged 8586
		SP:Iteration 5F (5554.040000 sec): 3 clusters
  Score: Raw -14326094.534902 + Penalty 5703.815209 = -14320390.719694
  nChanged 9045
		SP:Iteration 6F (5554.400000 sec): 3 clusters
  Score: Raw -14334883.700431 + Penalty 5703.815209 = -14329179.885222
  nChanged 7082
		SP:Iteration 7F (5554.760000 sec): 3 clusters
  Score: Raw -14342079.653691 + Penalty 5703.815209 = -14336375.838483
  nChanged 3726
		SP:Iteration 8Q (5555.110000 sec): 3 clusters
  Score: Raw -14345655.730070 + Penalty 5703.815209 = -14339951.914861
  nChanged 1487
		SP:Iteration 9Q (5555.420000 sec): 3 clusters
  Score: Raw -14346990.711775 + Penalty 5703.815209 = -14341286.896566
  nChanged 527
		SP:Iteration 10Q (5555.700000 sec): 3 clusters
  Score: Raw -14347498.529814 + Penalty 5703.815209 = -14341794.714606
  nChanged 210
		SP:Iteration 11Q (5555.970000 sec): 3 clusters
  Score: Raw -14347714.212635 + Penalty 5703.815209 = -14342010.397426
  nChanged 84
		SP:Iteration 12Q (5556.230000 sec): 3 clusters
  Score: Raw -14347811.050082 + Penalty 5703.815209 = -14342107.234873
  nChanged 45
		SP:Iteration 13Q (5556.490000 sec): 3 clusters
  Score: Raw -14347857.876653 + Penalty 5703.815209 = -14342154.061445
  nChanged 24
		SP:Iteration 14Q (5556.740000 sec): 3 clusters
  Score: Raw -14347883.320466 + Penalty 5703.815209 = -14342179.505257
  nChanged 18
		SP:Iteration 15Q (5556.990000 sec): 3 clusters
  Score: Raw -14347910.210923 + Penalty 5703.815209 = -14342206.395714
  nChanged 21
		SP:Iteration 16Q (5557.250000 sec): 3 clusters
  Score: Raw -14347946.727135 + Penalty 5703.815209 = -14342242.911926
  nChanged 17
		SP:Iteration 17Q (5557.500000 sec): 3 clusters
  Score: Raw -14347967.788502 + Penalty 5703.815209 = -14342263.973293
  nChanged 10
		SP:Iteration 18Q (5557.750000 sec): 3 clusters
  Score: Raw -14347980.419327 + Penalty 5703.815209 = -14342276.604118
  nChanged 9
		SP:Iteration 19Q (5558.000000 sec): 3 clusters
  Score: Raw -14347989.375728 + Penalty 5703.815209 = -14342285.560519
  nChanged 5
		SP:Iteration 20F (5558.360000 sec): 3 clusters
  Score: Raw -14347996.073239 + Penalty 5703.815209 = -14342292.258030
  nChanged 3
		SP:Iteration 21Q (5558.610000 sec): 3 clusters
  Score: Raw -14348000.405359 + Penalty 5703.815209 = -14342296.590150
  nChanged 2
		SP:Iteration 22Q (5558.860000 sec): 3 clusters
  Score: Raw -14348002.118232 + Penalty 5703.815209 = -14342298.303023
  nChanged 0
		SP:Iteration 23F (5559.220000 sec): 3 clusters
  Score: Raw -14348002.118232 + Penalty 5703.815209 = -14342298.303023
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (35708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5559.350000 sec): 2 clusters
  Score: Raw -5539356.140882 + Penalty 2599.816248 = -5536756.324634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5559.480000 sec): 3 clusters
  Score: Raw -5517622.802923 + Penalty 5199.632496 = -5512423.170427
  nChanged 16177
		SP:Iteration 1F (5559.610000 sec): 3 clusters
  Score: Raw -5526432.788781 + Penalty 5199.632496 = -5521233.156285
  nChanged 1534
		SP:Iteration 2Q (5559.740000 sec): 3 clusters
  Score: Raw -5526900.937256 + Penalty 5199.632496 = -5521701.304760
  nChanged 1450
		SP:Iteration 3Q (5559.880000 sec): 3 clusters
  Score: Raw -5527350.230815 + Penalty 5199.632496 = -5522150.598319
  nChanged 1365
		SP:Iteration 4Q (5560.010000 sec): 3 clusters
  Score: Raw -5527784.352674 + Penalty 5199.632496 = -5522584.720178
  nChanged 1351
		SP:Iteration 5Q (5560.140000 sec): 3 clusters
  Score: Raw -5528263.556693 + Penalty 5199.632496 = -5523063.924197
  nChanged 1439
		SP:Iteration 6Q (5560.270000 sec): 3 clusters
  Score: Raw -5528878.608415 + Penalty 5199.632496 = -5523678.975919
  nChanged 1623
		SP:Iteration 7Q (5560.400000 sec): 3 clusters
  Score: Raw -5529699.307503 + Penalty 5199.632496 = -5524499.675007
  nChanged 1867
		SP:Iteration 8F (5560.530000 sec): 3 clusters
  Score: Raw -5530808.179337 + Penalty 5199.632496 = -5525608.546841
  nChanged 2230
		SP:Iteration 9F (5560.660000 sec): 3 clusters
  Score: Raw -5532371.116441 + Penalty 5199.632496 = -5527171.483945
  nChanged 2368
		SP:Iteration 10F (5560.790000 sec): 3 clusters
  Score: Raw -5534234.583129 + Penalty 5199.632496 = -5529034.950633
  nChanged 2212
		SP:Iteration 11F (5560.920000 sec): 3 clusters
  Score: Raw -5536113.890914 + Penalty 5199.632496 = -5530914.258418
  nChanged 1758
		SP:Iteration 12Q (5561.040000 sec): 3 clusters
  Score: Raw -5537689.564418 + Penalty 5199.632496 = -5532489.931922
  nChanged 1071
		SP:Iteration 13Q (5561.150000 sec): 3 clusters
  Score: Raw -5538663.195372 + Penalty 5199.632496 = -5533463.562876
  nChanged 561
		SP:Iteration 14Q (5561.260000 sec): 3 clusters
  Score: Raw -5539193.443902 + Penalty 5199.632496 = -5533993.811406
  nChanged 213
		SP:Iteration 15Q (5561.350000 sec): 3 clusters
  Score: Raw -5539397.284663 + Penalty 5199.632496 = -5534197.652167
  nChanged 95
		SP:Iteration 16Q (5561.450000 sec): 3 clusters
  Score: Raw -5539500.209007 + Penalty 5199.632496 = -5534300.576511
  nChanged 45
		SP:Iteration 17Q (5561.540000 sec): 3 clusters
  Score: Raw -5539550.232585 + Penalty 5199.632496 = -5534350.600089
  nChanged 20
		SP:Iteration 18Q (5561.630000 sec): 3 clusters
  Score: Raw -5539572.586162 + Penalty 5199.632496 = -5534372.953666
  nChanged 14
		SP:Iteration 19Q (5561.720000 sec): 3 clusters
  Score: Raw -5539586.174396 + Penalty 5199.632496 = -5534386.541900
  nChanged 9
		SP:Iteration 20F (5561.850000 sec): 3 clusters
  Score: Raw -5539594.961057 + Penalty 5199.632496 = -5534395.328561
  nChanged 7
		SP:Iteration 21Q (5561.940000 sec): 3 clusters
  Score: Raw -5539601.924693 + Penalty 5199.632496 = -5534402.292197
  nChanged 2
		SP:Iteration 22Q (5562.030000 sec): 3 clusters
  Score: Raw -5539604.557863 + Penalty 5199.632496 = -5534404.925367
  nChanged 3
		SP:Iteration 23Q (5562.120000 sec): 3 clusters
  Score: Raw -5539610.479934 + Penalty 5199.632496 = -5534410.847438
  nChanged 1
		SP:Iteration 24Q (5562.210000 sec): 3 clusters
  Score: Raw -5539611.282139 + Penalty 5199.632496 = -5534411.649643
  nChanged 1
		SP:Iteration 25Q (5562.300000 sec): 3 clusters
  Score: Raw -5539612.134669 + Penalty 5199.632496 = -5534412.502173
  nChanged 0
		SP:Iteration 26F (5562.430000 sec): 3 clusters
  Score: Raw -5539612.134669 + Penalty 5199.632496 = -5534412.502173
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5562.750000 sec): 2 clusters
  Score: Raw -14576585.958374 + Penalty 2851.900065 = -14573734.058309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5563.110000 sec): 3 clusters
  Score: Raw -14513267.021653 + Penalty 5703.800129 = -14507563.221524
  nChanged 46753
		SP:Iteration 1F (5563.480000 sec): 3 clusters
  Score: Raw -14539365.165180 + Penalty 5703.800129 = -14533661.365051
  nChanged 2940
		SP:Iteration 2Q (5563.850000 sec): 3 clusters
  Score: Raw -14539950.407804 + Penalty 5703.800129 = -14534246.607675
  nChanged 2805
		SP:Iteration 3Q (5564.230000 sec): 3 clusters
  Score: Raw -14540520.958258 + Penalty 5703.800129 = -14534817.158129
  nChanged 2808
		SP:Iteration 4Q (5564.600000 sec): 3 clusters
  Score: Raw -14541105.276710 + Penalty 5703.800129 = -14535401.476581
  nChanged 2862
		SP:Iteration 5Q (5564.970000 sec): 3 clusters
  Score: Raw -14541729.644260 + Penalty 5703.800129 = -14536025.844131
  nChanged 2962
		SP:Iteration 6Q (5565.340000 sec): 3 clusters
  Score: Raw -14542475.016296 + Penalty 5703.800129 = -14536771.216166
  nChanged 3373
		SP:Iteration 7Q (5565.720000 sec): 3 clusters
  Score: Raw -14543483.387310 + Penalty 5703.800129 = -14537779.587181
  nChanged 3983
		SP:Iteration 8Q (5566.090000 sec): 3 clusters
  Score: Raw -14544911.764356 + Penalty 5703.800129 = -14539207.964226
  nChanged 4687
		SP:Iteration 9Q (5566.470000 sec): 3 clusters
  Score: Raw -14546931.102712 + Penalty 5703.800129 = -14541227.302583
  nChanged 5390
		SP:Iteration 10F (5566.830000 sec): 3 clusters
  Score: Raw -14549744.771288 + Penalty 5703.800129 = -14544040.971159
  nChanged 6171
		SP:Iteration 11F (5567.200000 sec): 3 clusters
  Score: Raw -14553620.240575 + Penalty 5703.800129 = -14547916.440446
  nChanged 6561
		SP:Iteration 12F (5567.560000 sec): 3 clusters
  Score: Raw -14558308.113263 + Penalty 5703.800129 = -14552604.313133
  nChanged 6425
		SP:Iteration 13F (5567.920000 sec): 3 clusters
  Score: Raw -14563417.430685 + Penalty 5703.800129 = -14557713.630556
  nChanged 5630
		SP:Iteration 14F (5568.290000 sec): 3 clusters
  Score: Raw -14568092.583870 + Penalty 5703.800129 = -14562388.783740
  nChanged 4185
		SP:Iteration 15Q (5568.650000 sec): 3 clusters
  Score: Raw -14571650.591505 + Penalty 5703.800129 = -14565946.791375
  nChanged 2766
		SP:Iteration 16Q (5568.980000 sec): 3 clusters
  Score: Raw -14573894.291182 + Penalty 5703.800129 = -14568190.491053
  nChanged 1635
		SP:Iteration 17Q (5569.290000 sec): 3 clusters
  Score: Raw -14575183.296919 + Penalty 5703.800129 = -14569479.496789
  nChanged 973
		SP:Iteration 18Q (5569.590000 sec): 3 clusters
  Score: Raw -14575925.223854 + Penalty 5703.800129 = -14570221.423725
  nChanged 519
		SP:Iteration 19Q (5569.860000 sec): 3 clusters
  Score: Raw -14576304.798627 + Penalty 5703.800129 = -14570600.998498
  nChanged 320
		SP:Iteration 20F (5570.220000 sec): 3 clusters
  Score: Raw -14576525.322507 + Penalty 5703.800129 = -14570821.522378
  nChanged 197
		SP:Iteration 21Q (5570.480000 sec): 3 clusters
  Score: Raw -14576653.730774 + Penalty 5703.800129 = -14570949.930644
  nChanged 147
		SP:Iteration 22Q (5570.740000 sec): 3 clusters
  Score: Raw -14576753.844038 + Penalty 5703.800129 = -14571050.043908
  nChanged 104
		SP:Iteration 23Q (5571.000000 sec): 3 clusters
  Score: Raw -14576830.283573 + Penalty 5703.800129 = -14571126.483444
  nChanged 86
		SP:Iteration 24Q (5571.250000 sec): 3 clusters
  Score: Raw -14576891.368651 + Penalty 5703.800129 = -14571187.568522
  nChanged 59
		SP:Iteration 25Q (5571.510000 sec): 3 clusters
  Score: Raw -14576932.303136 + Penalty 5703.800129 = -14571228.503007
  nChanged 40
		SP:Iteration 26Q (5571.760000 sec): 3 clusters
  Score: Raw -14576958.179955 + Penalty 5703.800129 = -14571254.379826
  nChanged 27
		SP:Iteration 27Q (5572.020000 sec): 3 clusters
  Score: Raw -14576976.128894 + Penalty 5703.800129 = -14571272.328765
  nChanged 18
		SP:Iteration 28Q (5572.270000 sec): 3 clusters
  Score: Raw -14576983.951197 + Penalty 5703.800129 = -14571280.151068
  nChanged 15
		SP:Iteration 29Q (5572.520000 sec): 3 clusters
  Score: Raw -14576992.946160 + Penalty 5703.800129 = -14571289.146031
  nChanged 10
		SP:Iteration 30Q (5572.780000 sec): 3 clusters
  Score: Raw -14576999.101679 + Penalty 5703.800129 = -14571295.301550
  nChanged 13
		SP:Iteration 31Q (5573.030000 sec): 3 clusters
  Score: Raw -14577007.180669 + Penalty 5703.800129 = -14571303.380540
  nChanged 8
		SP:Iteration 32Q (5573.280000 sec): 3 clusters
  Score: Raw -14577011.265119 + Penalty 5703.800129 = -14571307.464989
  nChanged 4
		SP:Iteration 33Q (5573.530000 sec): 3 clusters
  Score: Raw -14577013.474860 + Penalty 5703.800129 = -14571309.674731
  nChanged 7
		SP:Iteration 34Q (5573.780000 sec): 3 clusters
  Score: Raw -14577016.208671 + Penalty 5703.800129 = -14571312.408542
  nChanged 6
		SP:Iteration 35Q (5574.040000 sec): 3 clusters
  Score: Raw -14577020.028401 + Penalty 5703.800129 = -14571316.228272
  nChanged 3
		SP:Iteration 36Q (5574.290000 sec): 3 clusters
  Score: Raw -14577021.768899 + Penalty 5703.800129 = -14571317.968770
  nChanged 3
		SP:Iteration 37Q (5574.540000 sec): 3 clusters
  Score: Raw -14577023.879669 + Penalty 5703.800129 = -14571320.079539
  nChanged 3
		SP:Iteration 38Q (5574.790000 sec): 3 clusters
  Score: Raw -14577025.560538 + Penalty 5703.800129 = -14571321.760408
  nChanged 1
		SP:Iteration 39Q (5575.050000 sec): 3 clusters
  Score: Raw -14577026.836228 + Penalty 5703.800129 = -14571323.036099
  nChanged 1
		SP:Iteration 40F (5575.410000 sec): 3 clusters
  Score: Raw -14577027.469007 + Penalty 5703.800129 = -14571323.668878
  nChanged 3
		SP:Iteration 41Q (5575.660000 sec): 3 clusters
  Score: Raw -14577028.904337 + Penalty 5703.800129 = -14571325.104207
  nChanged 1
		SP:Iteration 42Q (5575.910000 sec): 3 clusters
  Score: Raw -14577029.516146 + Penalty 5703.800129 = -14571325.716017
  nChanged 0
		SP:Iteration 43F (5576.270000 sec): 3 clusters
  Score: Raw -14577029.516146 + Penalty 5703.800129 = -14571325.716017
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5576.310000 sec): 2 clusters
  Score: Raw -45040.769262 + Penalty 1466.548745 = -43574.220517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5576.310000 sec): 3 clusters
  Score: Raw -45342.084219 + Penalty 2933.097491 = -42408.986728
  nChanged 84
		SP:Iteration 1F (5576.310000 sec): 3 clusters
  Score: Raw -45949.879262 + Penalty 2933.097491 = -43016.781771
  nChanged 25
		SP:Iteration 2F (5576.310000 sec): 3 clusters
  Score: Raw -46138.911610 + Penalty 2933.097491 = -43205.814119
  nChanged 14
		SP:Iteration 3Q (5576.310000 sec): 3 clusters
  Score: Raw -46261.473115 + Penalty 2933.097491 = -43328.375624
  nChanged 11
		SP:Iteration 4Q (5576.310000 sec): 3 clusters
  Score: Raw -46394.062419 + Penalty 2933.097491 = -43460.964928
  nChanged 16
		SP:Iteration 5Q (5576.310000 sec): 3 clusters
  Score: Raw -46535.684522 + Penalty 2933.097491 = -43602.587031
  nChanged 17
		SP:Iteration 6Q (5576.310000 sec): 3 clusters
  Score: Raw -46687.848271 + Penalty 2933.097491 = -43754.750780
  nChanged 16
		SP:Iteration 7Q (5576.320000 sec): 3 clusters
  Score: Raw -46968.538605 + Penalty 2933.097491 = -44035.441114
  nChanged 18
		SP:Iteration 8Q (5576.320000 sec): 3 clusters
  Score: Raw -47404.883133 + Penalty 2933.097491 = -44471.785643
  nChanged 12
		SP:Iteration 9Q (5576.320000 sec): 3 clusters
  Score: Raw -47592.057311 + Penalty 2933.097491 = -44658.959820
  nChanged 8
		SP:Iteration 10Q (5576.320000 sec): 3 clusters
  Score: Raw -47729.604431 + Penalty 2933.097491 = -44796.506940
  nChanged 4
		SP:Iteration 11Q (5576.320000 sec): 3 clusters
  Score: Raw -47753.507327 + Penalty 2933.097491 = -44820.409837
  nChanged 2
		SP:Iteration 12Q (5576.320000 sec): 3 clusters
  Score: Raw -47782.186976 + Penalty 2933.097491 = -44849.089485
  nChanged 2
		SP:Iteration 13Q (5576.320000 sec): 3 clusters
  Score: Raw -47823.576062 + Penalty 2933.097491 = -44890.478571
  nChanged 2
		SP:Iteration 14Q (5576.320000 sec): 3 clusters
  Score: Raw -47875.005616 + Penalty 2933.097491 = -44941.908126
  nChanged 0
		SP:Iteration 15F (5576.330000 sec): 3 clusters
  Score: Raw -47875.005616 + Penalty 2933.097491 = -44941.908126
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 35.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5576.500000 sec): 2 clusters
  Score: Raw -7505841.324569 + Penalty 2688.760096 = -7503152.564473
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5576.690000 sec): 3 clusters
  Score: Raw -7474082.290056 + Penalty 5377.520193 = -7468704.769863
  nChanged 23702
		SP:Iteration 1F (5576.870000 sec): 3 clusters
  Score: Raw -7487324.359048 + Penalty 5377.520193 = -7481946.838855
  nChanged 1876
		SP:Iteration 2Q (5577.070000 sec): 3 clusters
  Score: Raw -7487768.682681 + Penalty 5377.520193 = -7482391.162488
  nChanged 1705
		SP:Iteration 3Q (5577.260000 sec): 3 clusters
  Score: Raw -7488152.180893 + Penalty 5377.520193 = -7482774.660700
  nChanged 1563
		SP:Iteration 4Q (5577.450000 sec): 3 clusters
  Score: Raw -7488536.887610 + Penalty 5377.520193 = -7483159.367417
  nChanged 1676
		SP:Iteration 5Q (5577.640000 sec): 3 clusters
  Score: Raw -7489010.284528 + Penalty 5377.520193 = -7483632.764336
  nChanged 1878
		SP:Iteration 6Q (5577.830000 sec): 3 clusters
  Score: Raw -7489643.754053 + Penalty 5377.520193 = -7484266.233860
  nChanged 2213
		SP:Iteration 7Q (5578.020000 sec): 3 clusters
  Score: Raw -7490563.437709 + Penalty 5377.520193 = -7485185.917516
  nChanged 2592
		SP:Iteration 8F (5578.210000 sec): 3 clusters
  Score: Raw -7491822.705812 + Penalty 5377.520193 = -7486445.185619
  nChanged 2888
		SP:Iteration 9F (5578.390000 sec): 3 clusters
  Score: Raw -7493391.002015 + Penalty 5377.520193 = -7488013.481822
  nChanged 3006
		SP:Iteration 10F (5578.580000 sec): 3 clusters
  Score: Raw -7495178.713853 + Penalty 5377.520193 = -7489801.193660
  nChanged 2819
		SP:Iteration 11F (5578.770000 sec): 3 clusters
  Score: Raw -7496968.822439 + Penalty 5377.520193 = -7491591.302246
  nChanged 2586
		SP:Iteration 12F (5578.950000 sec): 3 clusters
  Score: Raw -7498691.582882 + Penalty 5377.520193 = -7493314.062689
  nChanged 2212
		SP:Iteration 13Q (5579.140000 sec): 3 clusters
  Score: Raw -7500285.025408 + Penalty 5377.520193 = -7494907.505215
  nChanged 1869
		SP:Iteration 14Q (5579.330000 sec): 3 clusters
  Score: Raw -7501699.071176 + Penalty 5377.520193 = -7496321.550983
  nChanged 1533
		SP:Iteration 15Q (5579.500000 sec): 3 clusters
  Score: Raw -7502931.575307 + Penalty 5377.520193 = -7497554.055114
  nChanged 1230
		SP:Iteration 16Q (5579.670000 sec): 3 clusters
  Score: Raw -7503889.371681 + Penalty 5377.520193 = -7498511.851489
  nChanged 850
		SP:Iteration 17Q (5579.830000 sec): 3 clusters
  Score: Raw -7504554.039654 + Penalty 5377.520193 = -7499176.519461
  nChanged 609
		SP:Iteration 18Q (5579.980000 sec): 3 clusters
  Score: Raw -7505003.780979 + Penalty 5377.520193 = -7499626.260786
  nChanged 456
		SP:Iteration 19Q (5580.120000 sec): 3 clusters
  Score: Raw -7505351.606051 + Penalty 5377.520193 = -7499974.085858
  nChanged 312
		SP:Iteration 20F (5580.310000 sec): 3 clusters
  Score: Raw -7505583.447943 + Penalty 5377.520193 = -7500205.927750
  nChanged 200
		SP:Iteration 21Q (5580.440000 sec): 3 clusters
  Score: Raw -7505729.773107 + Penalty 5377.520193 = -7500352.252914
  nChanged 150
		SP:Iteration 22Q (5580.570000 sec): 3 clusters
  Score: Raw -7505841.590682 + Penalty 5377.520193 = -7500464.070489
  nChanged 98
		SP:Iteration 23Q (5580.710000 sec): 3 clusters
  Score: Raw -7505925.004877 + Penalty 5377.520193 = -7500547.484684
  nChanged 81
		SP:Iteration 24Q (5580.840000 sec): 3 clusters
  Score: Raw -7505997.085795 + Penalty 5377.520193 = -7500619.565602
  nChanged 63
		SP:Iteration 25Q (5580.970000 sec): 3 clusters
  Score: Raw -7506056.433436 + Penalty 5377.520193 = -7500678.913243
  nChanged 51
		SP:Iteration 26Q (5581.100000 sec): 3 clusters
  Score: Raw -7506108.087972 + Penalty 5377.520193 = -7500730.567779
  nChanged 37
		SP:Iteration 27Q (5581.230000 sec): 3 clusters
  Score: Raw -7506142.329609 + Penalty 5377.520193 = -7500764.809416
  nChanged 26
		SP:Iteration 28Q (5581.360000 sec): 3 clusters
  Score: Raw -7506165.225027 + Penalty 5377.520193 = -7500787.704834
  nChanged 22
		SP:Iteration 29Q (5581.490000 sec): 3 clusters
  Score: Raw -7506184.630316 + Penalty 5377.520193 = -7500807.110123
  nChanged 19
		SP:Iteration 30Q (5581.620000 sec): 3 clusters
  Score: Raw -7506199.835281 + Penalty 5377.520193 = -7500822.315088
  nChanged 16
		SP:Iteration 31Q (5581.750000 sec): 3 clusters
  Score: Raw -7506212.922408 + Penalty 5377.520193 = -7500835.402215
  nChanged 8
		SP:Iteration 32Q (5581.870000 sec): 3 clusters
  Score: Raw -7506222.425650 + Penalty 5377.520193 = -7500844.905457
  nChanged 8
		SP:Iteration 33Q (5582.000000 sec): 3 clusters
  Score: Raw -7506229.376168 + Penalty 5377.520193 = -7500851.855975
  nChanged 4
		SP:Iteration 34Q (5582.130000 sec): 3 clusters
  Score: Raw -7506233.897479 + Penalty 5377.520193 = -7500856.377286
  nChanged 3
		SP:Iteration 35Q (5582.260000 sec): 3 clusters
  Score: Raw -7506238.348181 + Penalty 5377.520193 = -7500860.827988
  nChanged 4
		SP:Iteration 36Q (5582.390000 sec): 3 clusters
  Score: Raw -7506242.740484 + Penalty 5377.520193 = -7500865.220291
  nChanged 5
		SP:Iteration 37Q (5582.510000 sec): 3 clusters
  Score: Raw -7506246.827807 + Penalty 5377.520193 = -7500869.307614
  nChanged 5
		SP:Iteration 38Q (5582.650000 sec): 3 clusters
  Score: Raw -7506251.375368 + Penalty 5377.520193 = -7500873.855175
  nChanged 4
		SP:Iteration 39Q (5582.770000 sec): 3 clusters
  Score: Raw -7506255.422825 + Penalty 5377.520193 = -7500877.902632
  nChanged 2
		SP:Iteration 40F (5582.960000 sec): 3 clusters
  Score: Raw -7506257.038903 + Penalty 5377.520193 = -7500879.518710
  nChanged 2
		SP:Iteration 41Q (5583.090000 sec): 3 clusters
  Score: Raw -7506258.158513 + Penalty 5377.520193 = -7500880.638321
  nChanged 0
		SP:Iteration 42F (5583.270000 sec): 3 clusters
  Score: Raw -7506258.158513 + Penalty 5377.520193 = -7500880.638321
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5583.300000 sec): 2 clusters
  Score: Raw -61642.359494 + Penalty 1516.193181 = -60126.166314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5583.300000 sec): 3 clusters
  Score: Raw -61871.875936 + Penalty 3032.386361 = -58839.489575
  nChanged 90
		SP:Iteration 1F (5583.300000 sec): 3 clusters
  Score: Raw -62117.089762 + Penalty 3032.386361 = -59084.703401
  nChanged 40
		SP:Iteration 2F (5583.300000 sec): 3 clusters
  Score: Raw -62285.622146 + Penalty 3032.386361 = -59253.235785
  nChanged 37
		SP:Iteration 3F (5583.310000 sec): 3 clusters
  Score: Raw -62559.193188 + Penalty 3032.386361 = -59526.806827
  nChanged 30
		SP:Iteration 4F (5583.310000 sec): 3 clusters
  Score: Raw -62774.169856 + Penalty 3032.386361 = -59741.783495
  nChanged 25
		SP:Iteration 5F (5583.310000 sec): 3 clusters
  Score: Raw -63077.791348 + Penalty 3032.386361 = -60045.404987
  nChanged 22
		SP:Iteration 6Q (5583.310000 sec): 3 clusters
  Score: Raw -63295.356317 + Penalty 3032.386361 = -60262.969956
  nChanged 10
		SP:Iteration 7Q (5583.310000 sec): 3 clusters
  Score: Raw -63376.622799 + Penalty 3032.386361 = -60344.236438
  nChanged 5
		SP:Iteration 8Q (5583.310000 sec): 3 clusters
  Score: Raw -63407.272227 + Penalty 3032.386361 = -60374.885866
  nChanged 3
		SP:Iteration 9Q (5583.310000 sec): 3 clusters
  Score: Raw -63436.236551 + Penalty 3032.386361 = -60403.850190
  nChanged 4
		SP:Iteration 10Q (5583.310000 sec): 3 clusters
  Score: Raw -63458.405934 + Penalty 3032.386361 = -60426.019573
  nChanged 1
		SP:Iteration 11Q (5583.310000 sec): 3 clusters
  Score: Raw -63464.777568 + Penalty 3032.386361 = -60432.391207
  nChanged 0
		SP:Iteration 12F (5583.320000 sec): 3 clusters
  Score: Raw -63464.777568 + Penalty 3032.386361 = -60432.391207
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 36.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5583.320000 sec): 2 clusters
  Score: Raw -68373.416664 + Penalty 1528.502071 = -66844.914592
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5583.330000 sec): 3 clusters
  Score: Raw -68397.494779 + Penalty 3057.004143 = -65340.490637
  nChanged 84
		SP:Iteration 1F (5583.330000 sec): 3 clusters
  Score: Raw -68577.554544 + Penalty 3057.004143 = -65520.550401
  nChanged 11
		SP:Iteration 2Q (5583.330000 sec): 3 clusters
  Score: Raw -68600.004070 + Penalty 3057.004143 = -65542.999927
  nChanged 9
		SP:Iteration 3Q (5583.330000 sec): 3 clusters
  Score: Raw -68620.294728 + Penalty 3057.004143 = -65563.290585
  nChanged 4
		SP:Iteration 4Q (5583.330000 sec): 3 clusters
  Score: Raw -68628.885049 + Penalty 3057.004143 = -65571.880906
  nChanged 6
		SP:Iteration 5Q (5583.330000 sec): 3 clusters
  Score: Raw -68642.949135 + Penalty 3057.004143 = -65585.944993
  nChanged 4
		SP:Iteration 6Q (5583.330000 sec): 3 clusters
  Score: Raw -68648.449046 + Penalty 3057.004143 = -65591.444903
  nChanged 2
		SP:Iteration 7Q (5583.340000 sec): 3 clusters
  Score: Raw -68652.812008 + Penalty 3057.004143 = -65595.807865
  nChanged 6
		SP:Iteration 8Q (5583.340000 sec): 3 clusters
  Score: Raw -68666.193177 + Penalty 3057.004143 = -65609.189034
  nChanged 2
		SP:Iteration 9Q (5583.340000 sec): 3 clusters
  Score: Raw -68671.077961 + Penalty 3057.004143 = -65614.073818
  nChanged 1
		SP:Iteration 10Q (5583.340000 sec): 3 clusters
  Score: Raw -68673.403471 + Penalty 3057.004143 = -65616.399328
  nChanged 1
		SP:Iteration 11Q (5583.340000 sec): 3 clusters
  Score: Raw -68675.758332 + Penalty 3057.004143 = -65618.754189
  nChanged 1
		SP:Iteration 12Q (5583.350000 sec): 3 clusters
  Score: Raw -68677.854628 + Penalty 3057.004143 = -65620.850485
  nChanged 0
		SP:Iteration 13F (5583.350000 sec): 3 clusters
  Score: Raw -68677.854628 + Penalty 3057.004143 = -65620.850485
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (269310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5584.230000 sec): 2 clusters
  Score: Raw -39852363.477036 + Penalty 3100.897366 = -39849262.579670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5585.240000 sec): 3 clusters
  Score: Raw -39673833.049547 + Penalty 6201.794732 = -39667631.254815
  nChanged 130432
		SP:Iteration 1F (5586.230000 sec): 3 clusters
  Score: Raw -39750989.861141 + Penalty 6201.794732 = -39744788.066409
  nChanged 6418
		SP:Iteration 2Q (5587.250000 sec): 3 clusters
  Score: Raw -39752197.875728 + Penalty 6201.794732 = -39745996.080996
  nChanged 6875
		SP:Iteration 3Q (5588.270000 sec): 3 clusters
  Score: Raw -39753816.327572 + Penalty 6201.794732 = -39747614.532840
  nChanged 8428
		SP:Iteration 4Q (5589.290000 sec): 3 clusters
  Score: Raw -39756509.607012 + Penalty 6201.794732 = -39750307.812280
  nChanged 11183
		SP:Iteration 5Q (5590.310000 sec): 3 clusters
  Score: Raw -39761523.814849 + Penalty 6201.794732 = -39755322.020117
  nChanged 16114
		SP:Iteration 6F (5591.300000 sec): 3 clusters
  Score: Raw -39771393.119737 + Penalty 6201.794732 = -39765191.325005
  nChanged 21819
		SP:Iteration 7F (5592.290000 sec): 3 clusters
  Score: Raw -39788651.010560 + Penalty 6201.794732 = -39782449.215828
  nChanged 25176
		SP:Iteration 8F (5593.280000 sec): 3 clusters
  Score: Raw -39812176.468335 + Penalty 6201.794732 = -39805974.673603
  nChanged 22025
		SP:Iteration 9F (5594.270000 sec): 3 clusters
  Score: Raw -39834054.649852 + Penalty 6201.794732 = -39827852.855120
  nChanged 12854
		SP:Iteration 10Q (5595.170000 sec): 3 clusters
  Score: Raw -39846452.121233 + Penalty 6201.794732 = -39840250.326501
  nChanged 4868
		SP:Iteration 11Q (5595.970000 sec): 3 clusters
  Score: Raw -39850848.298035 + Penalty 6201.794732 = -39844646.503303
  nChanged 1301
		SP:Iteration 12Q (5596.690000 sec): 3 clusters
  Score: Raw -39852034.920294 + Penalty 6201.794732 = -39845833.125562
  nChanged 351
		SP:Iteration 13Q (5597.390000 sec): 3 clusters
  Score: Raw -39852416.354247 + Penalty 6201.794732 = -39846214.559515
  nChanged 101
		SP:Iteration 14Q (5598.070000 sec): 3 clusters
  Score: Raw -39852549.281097 + Penalty 6201.794732 = -39846347.486365
  nChanged 42
		SP:Iteration 15Q (5598.750000 sec): 3 clusters
  Score: Raw -39852601.392905 + Penalty 6201.794732 = -39846399.598173
  nChanged 17
		SP:Iteration 16Q (5599.430000 sec): 3 clusters
  Score: Raw -39852627.721655 + Penalty 6201.794732 = -39846425.926923
  nChanged 10
		SP:Iteration 17Q (5600.110000 sec): 3 clusters
  Score: Raw -39852644.015816 + Penalty 6201.794732 = -39846442.221084
  nChanged 10
		SP:Iteration 18Q (5600.790000 sec): 3 clusters
  Score: Raw -39852658.888820 + Penalty 6201.794732 = -39846457.094088
  nChanged 9
		SP:Iteration 19Q (5601.470000 sec): 3 clusters
  Score: Raw -39852675.060864 + Penalty 6201.794732 = -39846473.266132
  nChanged 8
		SP:Iteration 20F (5602.440000 sec): 3 clusters
  Score: Raw -39852685.867242 + Penalty 6201.794732 = -39846484.072510
  nChanged 3
		SP:Iteration 21Q (5603.110000 sec): 3 clusters
  Score: Raw -39852692.465577 + Penalty 6201.794732 = -39846490.670845
  nChanged 4
		SP:Iteration 22Q (5603.790000 sec): 3 clusters
  Score: Raw -39852697.867701 + Penalty 6201.794732 = -39846496.072969
  nChanged 2
		SP:Iteration 23Q (5604.460000 sec): 3 clusters
  Score: Raw -39852702.129885 + Penalty 6201.794732 = -39846500.335153
  nChanged 2
		SP:Iteration 24Q (5605.130000 sec): 3 clusters
  Score: Raw -39852704.970302 + Penalty 6201.794732 = -39846503.175570
  nChanged 1
		SP:Iteration 25Q (5605.810000 sec): 3 clusters
  Score: Raw -39852705.606427 + Penalty 6201.794732 = -39846503.811695
  nChanged 0
		SP:Iteration 26F (5606.780000 sec): 3 clusters
  Score: Raw -39852705.606427 + Penalty 6201.794732 = -39846503.811695
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5606.980000 sec): 2 clusters
  Score: Raw -5128971.374178 + Penalty 2584.393408 = -5126386.980770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5607.100000 sec): 3 clusters
  Score: Raw -5108545.873969 + Penalty 5168.786817 = -5103377.087153
  nChanged 15321
		SP:Iteration 1F (5607.220000 sec): 3 clusters
  Score: Raw -5116862.059016 + Penalty 5168.786817 = -5111693.272200
  nChanged 1437
		SP:Iteration 2Q (5607.350000 sec): 3 clusters
  Score: Raw -5117250.592884 + Penalty 5168.786817 = -5112081.806067
  nChanged 1281
		SP:Iteration 3Q (5607.480000 sec): 3 clusters
  Score: Raw -5117565.915115 + Penalty 5168.786817 = -5112397.128298
  nChanged 1049
		SP:Iteration 4Q (5607.600000 sec): 3 clusters
  Score: Raw -5117821.075871 + Penalty 5168.786817 = -5112652.289054
  nChanged 969
		SP:Iteration 5Q (5607.730000 sec): 3 clusters
  Score: Raw -5118054.251192 + Penalty 5168.786817 = -5112885.464375
  nChanged 922
		SP:Iteration 6Q (5607.850000 sec): 3 clusters
  Score: Raw -5118281.325753 + Penalty 5168.786817 = -5113112.538937
  nChanged 930
		SP:Iteration 7Q (5607.980000 sec): 3 clusters
  Score: Raw -5118546.475683 + Penalty 5168.786817 = -5113377.688867
  nChanged 991
		SP:Iteration 8Q (5608.100000 sec): 3 clusters
  Score: Raw -5118832.981255 + Penalty 5168.786817 = -5113664.194439
  nChanged 1101
		SP:Iteration 9Q (5608.230000 sec): 3 clusters
  Score: Raw -5119219.705026 + Penalty 5168.786817 = -5114050.918209
  nChanged 1267
		SP:Iteration 10Q (5608.360000 sec): 3 clusters
  Score: Raw -5119795.250292 + Penalty 5168.786817 = -5114626.463475
  nChanged 1526
		SP:Iteration 11Q (5608.480000 sec): 3 clusters
  Score: Raw -5120631.877847 + Penalty 5168.786817 = -5115463.091030
  nChanged 1737
		SP:Iteration 12F (5608.600000 sec): 3 clusters
  Score: Raw -5121779.332846 + Penalty 5168.786817 = -5116610.546029
  nChanged 1900
		SP:Iteration 13F (5608.730000 sec): 3 clusters
  Score: Raw -5123204.895894 + Penalty 5168.786817 = -5118036.109077
  nChanged 1932
		SP:Iteration 14F (5608.850000 sec): 3 clusters
  Score: Raw -5124653.022472 + Penalty 5168.786817 = -5119484.235655
  nChanged 1589
		SP:Iteration 15Q (5608.970000 sec): 3 clusters
  Score: Raw -5125633.248875 + Penalty 5168.786817 = -5120464.462058
  nChanged 1130
		SP:Iteration 16Q (5609.090000 sec): 3 clusters
  Score: Raw -5126125.921545 + Penalty 5168.786817 = -5120957.134728
  nChanged 682
		SP:Iteration 17Q (5609.210000 sec): 3 clusters
  Score: Raw -5126375.521757 + Penalty 5168.786817 = -5121206.734940
  nChanged 535
		SP:Iteration 18Q (5609.320000 sec): 3 clusters
  Score: Raw -5126575.981066 + Penalty 5168.786817 = -5121407.194250
  nChanged 469
		SP:Iteration 19Q (5609.440000 sec): 3 clusters
  Score: Raw -5126750.173777 + Penalty 5168.786817 = -5121581.386961
  nChanged 471
		SP:Iteration 20F (5609.560000 sec): 3 clusters
  Score: Raw -5126926.108135 + Penalty 5168.786817 = -5121757.321318
  nChanged 469
		SP:Iteration 21Q (5609.680000 sec): 3 clusters
  Score: Raw -5127098.424584 + Penalty 5168.786817 = -5121929.637767
  nChanged 480
		SP:Iteration 22Q (5609.790000 sec): 3 clusters
  Score: Raw -5127290.686073 + Penalty 5168.786817 = -5122121.899256
  nChanged 483
		SP:Iteration 23Q (5609.900000 sec): 3 clusters
  Score: Raw -5127495.264968 + Penalty 5168.786817 = -5122326.478151
  nChanged 449
		SP:Iteration 24Q (5610.010000 sec): 3 clusters
  Score: Raw -5127671.771696 + Penalty 5168.786817 = -5122502.984879
  nChanged 386
		SP:Iteration 25Q (5610.120000 sec): 3 clusters
  Score: Raw -5127809.778813 + Penalty 5168.786817 = -5122640.991996
  nChanged 341
		SP:Iteration 26Q (5610.220000 sec): 3 clusters
  Score: Raw -5127926.546439 + Penalty 5168.786817 = -5122757.759622
  nChanged 337
		SP:Iteration 27Q (5610.330000 sec): 3 clusters
  Score: Raw -5128048.472679 + Penalty 5168.786817 = -5122879.685862
  nChanged 300
		SP:Iteration 28Q (5610.440000 sec): 3 clusters
  Score: Raw -5128158.286113 + Penalty 5168.786817 = -5122989.499296
  nChanged 263
		SP:Iteration 29Q (5610.540000 sec): 3 clusters
  Score: Raw -5128248.931238 + Penalty 5168.786817 = -5123080.144422
  nChanged 261
		SP:Iteration 30Q (5610.640000 sec): 3 clusters
  Score: Raw -5128334.598835 + Penalty 5168.786817 = -5123165.812018
  nChanged 233
		SP:Iteration 31Q (5610.740000 sec): 3 clusters
  Score: Raw -5128412.682325 + Penalty 5168.786817 = -5123243.895508
  nChanged 227
		SP:Iteration 32Q (5610.850000 sec): 3 clusters
  Score: Raw -5128480.872673 + Penalty 5168.786817 = -5123312.085856
  nChanged 203
		SP:Iteration 33Q (5610.950000 sec): 3 clusters
  Score: Raw -5128541.834415 + Penalty 5168.786817 = -5123373.047598
  nChanged 198
		SP:Iteration 34Q (5611.050000 sec): 3 clusters
  Score: Raw -5128600.623598 + Penalty 5168.786817 = -5123431.836781
  nChanged 154
		SP:Iteration 35Q (5611.150000 sec): 3 clusters
  Score: Raw -5128642.170603 + Penalty 5168.786817 = -5123473.383787
  nChanged 128
		SP:Iteration 36Q (5611.240000 sec): 3 clusters
  Score: Raw -5128670.731004 + Penalty 5168.786817 = -5123501.944187
  nChanged 105
		SP:Iteration 37Q (5611.340000 sec): 3 clusters
  Score: Raw -5128694.940298 + Penalty 5168.786817 = -5123526.153482
  nChanged 85
		SP:Iteration 38Q (5611.440000 sec): 3 clusters
  Score: Raw -5128715.471622 + Penalty 5168.786817 = -5123546.684805
  nChanged 82
		SP:Iteration 39Q (5611.540000 sec): 3 clusters
  Score: Raw -5128735.793417 + Penalty 5168.786817 = -5123567.006601
  nChanged 81
		SP:Iteration 40F (5611.660000 sec): 3 clusters
  Score: Raw -5128754.652550 + Penalty 5168.786817 = -5123585.865733
  nChanged 78
		SP:Iteration 41Q (5611.760000 sec): 3 clusters
  Score: Raw -5128770.552584 + Penalty 5168.786817 = -5123601.765768
  nChanged 72
		SP:Iteration 42Q (5611.860000 sec): 3 clusters
  Score: Raw -5128786.312093 + Penalty 5168.786817 = -5123617.525276
  nChanged 62
		SP:Iteration 43Q (5611.950000 sec): 3 clusters
  Score: Raw -5128798.964912 + Penalty 5168.786817 = -5123630.178096
  nChanged 56
		SP:Iteration 44Q (5612.050000 sec): 3 clusters
  Score: Raw -5128811.345697 + Penalty 5168.786817 = -5123642.558880
  nChanged 58
		SP:Iteration 45Q (5612.140000 sec): 3 clusters
  Score: Raw -5128824.119482 + Penalty 5168.786817 = -5123655.332665
  nChanged 55
		SP:Iteration 46Q (5612.240000 sec): 3 clusters
  Score: Raw -5128836.226061 + Penalty 5168.786817 = -5123667.439244
  nChanged 47
		SP:Iteration 47Q (5612.340000 sec): 3 clusters
  Score: Raw -5128845.753863 + Penalty 5168.786817 = -5123676.967046
  nChanged 46
		SP:Iteration 48Q (5612.430000 sec): 3 clusters
  Score: Raw -5128855.507034 + Penalty 5168.786817 = -5123686.720217
  nChanged 51
		SP:Iteration 49Q (5612.520000 sec): 3 clusters
  Score: Raw -5128870.051745 + Penalty 5168.786817 = -5123701.264928
  nChanged 62
		SP:Iteration 50Q (5612.620000 sec): 3 clusters
  Score: Raw -5128887.041077 + Penalty 5168.786817 = -5123718.254260
  nChanged 50
		SP:Iteration 51Q (5612.720000 sec): 3 clusters
  Score: Raw -5128900.853855 + Penalty 5168.786817 = -5123732.067038
  nChanged 52
		SP:Iteration 52Q (5612.810000 sec): 3 clusters
  Score: Raw -5128915.107206 + Penalty 5168.786817 = -5123746.320390
  nChanged 51
		SP:Iteration 53Q (5612.900000 sec): 3 clusters
  Score: Raw -5128930.233974 + Penalty 5168.786817 = -5123761.447157
  nChanged 54
		SP:Iteration 54Q (5613.000000 sec): 3 clusters
  Score: Raw -5128943.908276 + Penalty 5168.786817 = -5123775.121459
  nChanged 43
		SP:Iteration 55Q (5613.090000 sec): 3 clusters
  Score: Raw -5128954.109220 + Penalty 5168.786817 = -5123785.322404
  nChanged 40
		SP:Iteration 56Q (5613.190000 sec): 3 clusters
  Score: Raw -5128963.130598 + Penalty 5168.786817 = -5123794.343782
  nChanged 36
		SP:Iteration 57Q (5613.280000 sec): 3 clusters
  Score: Raw -5128970.785806 + Penalty 5168.786817 = -5123801.998990
  nChanged 39
		SP:Iteration 58Q (5613.380000 sec): 3 clusters
  Score: Raw -5128981.223856 + Penalty 5168.786817 = -5123812.437039
  nChanged 46
		SP:Iteration 59Q (5613.480000 sec): 3 clusters
  Score: Raw -5128992.813696 + Penalty 5168.786817 = -5123824.026879
  nChanged 37
		SP:Iteration 60F (5613.600000 sec): 3 clusters
  Score: Raw -5129002.249753 + Penalty 5168.786817 = -5123833.462936
  nChanged 32
		SP:Iteration 61Q (5613.700000 sec): 3 clusters
  Score: Raw -5129009.639555 + Penalty 5168.786817 = -5123840.852738
  nChanged 33
		SP:Iteration 62Q (5613.790000 sec): 3 clusters
  Score: Raw -5129017.714934 + Penalty 5168.786817 = -5123848.928118
  nChanged 27
		SP:Iteration 63Q (5613.880000 sec): 3 clusters
  Score: Raw -5129025.127107 + Penalty 5168.786817 = -5123856.340290
  nChanged 27
		SP:Iteration 64Q (5613.980000 sec): 3 clusters
  Score: Raw -5129032.044065 + Penalty 5168.786817 = -5123863.257248
  nChanged 20
		SP:Iteration 65Q (5614.070000 sec): 3 clusters
  Score: Raw -5129036.828119 + Penalty 5168.786817 = -5123868.041303
  nChanged 20
		SP:Iteration 66Q (5614.160000 sec): 3 clusters
  Score: Raw -5129042.986118 + Penalty 5168.786817 = -5123874.199301
  nChanged 17
		SP:Iteration 67Q (5614.260000 sec): 3 clusters
  Score: Raw -5129047.777414 + Penalty 5168.786817 = -5123878.990597
  nChanged 18
		SP:Iteration 68Q (5614.350000 sec): 3 clusters
  Score: Raw -5129052.399600 + Penalty 5168.786817 = -5123883.612783
  nChanged 20
		SP:Iteration 69Q (5614.440000 sec): 3 clusters
  Score: Raw -5129056.390195 + Penalty 5168.786817 = -5123887.603378
  nChanged 17
		SP:Iteration 70Q (5614.540000 sec): 3 clusters
  Score: Raw -5129060.683616 + Penalty 5168.786817 = -5123891.896799
  nChanged 12
		SP:Iteration 71Q (5614.630000 sec): 3 clusters
  Score: Raw -5129062.953155 + Penalty 5168.786817 = -5123894.166339
  nChanged 11
		SP:Iteration 72Q (5614.720000 sec): 3 clusters
  Score: Raw -5129065.311358 + Penalty 5168.786817 = -5123896.524541
  nChanged 13
		SP:Iteration 73Q (5614.810000 sec): 3 clusters
  Score: Raw -5129068.330786 + Penalty 5168.786817 = -5123899.543970
  nChanged 14
		SP:Iteration 74Q (5614.900000 sec): 3 clusters
  Score: Raw -5129072.439339 + Penalty 5168.786817 = -5123903.652522
  nChanged 17
		SP:Iteration 75Q (5615.000000 sec): 3 clusters
  Score: Raw -5129076.593760 + Penalty 5168.786817 = -5123907.806944
  nChanged 19
		SP:Iteration 76Q (5615.090000 sec): 3 clusters
  Score: Raw -5129081.430609 + Penalty 5168.786817 = -5123912.643792
  nChanged 17
		SP:Iteration 77Q (5615.180000 sec): 3 clusters
  Score: Raw -5129087.580710 + Penalty 5168.786817 = -5123918.793893
  nChanged 23
		SP:Iteration 78Q (5615.270000 sec): 3 clusters
  Score: Raw -5129094.479121 + Penalty 5168.786817 = -5123925.692304
  nChanged 22
		SP:Iteration 79Q (5615.360000 sec): 3 clusters
  Score: Raw -5129101.110520 + Penalty 5168.786817 = -5123932.323703
  nChanged 21
		SP:Iteration 80F (5615.480000 sec): 3 clusters
  Score: Raw -5129107.090810 + Penalty 5168.786817 = -5123938.303993
  nChanged 24
		SP:Iteration 81Q (5615.580000 sec): 3 clusters
  Score: Raw -5129113.681283 + Penalty 5168.786817 = -5123944.894466
  nChanged 23
		SP:Iteration 82Q (5615.670000 sec): 3 clusters
  Score: Raw -5129118.997422 + Penalty 5168.786817 = -5123950.210605
  nChanged 21
		SP:Iteration 83Q (5615.760000 sec): 3 clusters
  Score: Raw -5129125.088508 + Penalty 5168.786817 = -5123956.301691
  nChanged 23
		SP:Iteration 84Q (5615.850000 sec): 3 clusters
  Score: Raw -5129131.481135 + Penalty 5168.786817 = -5123962.694319
  nChanged 25
		SP:Iteration 85Q (5615.940000 sec): 3 clusters
  Score: Raw -5129139.872721 + Penalty 5168.786817 = -5123971.085905
  nChanged 32
		SP:Iteration 86Q (5616.030000 sec): 3 clusters
  Score: Raw -5129148.743773 + Penalty 5168.786817 = -5123979.956956
  nChanged 19
		SP:Iteration 87Q (5616.120000 sec): 3 clusters
  Score: Raw -5129154.222996 + Penalty 5168.786817 = -5123985.436179
  nChanged 19
		SP:Iteration 88Q (5616.210000 sec): 3 clusters
  Score: Raw -5129158.960477 + Penalty 5168.786817 = -5123990.173661
  nChanged 15
		SP:Iteration 89Q (5616.300000 sec): 3 clusters
  Score: Raw -5129163.565020 + Penalty 5168.786817 = -5123994.778204
  nChanged 12
		SP:Iteration 90Q (5616.400000 sec): 3 clusters
  Score: Raw -5129167.745857 + Penalty 5168.786817 = -5123998.959040
  nChanged 14
		SP:Iteration 91Q (5616.480000 sec): 3 clusters
  Score: Raw -5129172.563398 + Penalty 5168.786817 = -5124003.776581
  nChanged 9
		SP:Iteration 92Q (5616.580000 sec): 3 clusters
  Score: Raw -5129174.633053 + Penalty 5168.786817 = -5124005.846236
  nChanged 6
		SP:Iteration 93Q (5616.660000 sec): 3 clusters
  Score: Raw -5129176.150507 + Penalty 5168.786817 = -5124007.363690
  nChanged 7
		SP:Iteration 94Q (5616.760000 sec): 3 clusters
  Score: Raw -5129177.394184 + Penalty 5168.786817 = -5124008.607367
  nChanged 5
		SP:Iteration 95Q (5616.840000 sec): 3 clusters
  Score: Raw -5129178.366276 + Penalty 5168.786817 = -5124009.579459
  nChanged 5
		SP:Iteration 96Q (5616.940000 sec): 3 clusters
  Score: Raw -5129179.841483 + Penalty 5168.786817 = -5124011.054666
  nChanged 7
		SP:Iteration 97Q (5617.030000 sec): 3 clusters
  Score: Raw -5129181.426553 + Penalty 5168.786817 = -5124012.639736
  nChanged 11
		SP:Iteration 98Q (5617.120000 sec): 3 clusters
  Score: Raw -5129185.938488 + Penalty 5168.786817 = -5124017.151671
  nChanged 9
		SP:Iteration 99Q (5617.210000 sec): 3 clusters
  Score: Raw -5129188.778366 + Penalty 5168.786817 = -5124019.991549
  nChanged 2
		SP:Iteration 100F (5617.330000 sec): 3 clusters
  Score: Raw -5129189.311006 + Penalty 5168.786817 = -5124020.524189
  nChanged 1
		SP:Iteration 101Q (5617.420000 sec): 3 clusters
  Score: Raw -5129189.699534 + Penalty 5168.786817 = -5124020.912717
  nChanged 1
		SP:Iteration 102Q (5617.510000 sec): 3 clusters
  Score: Raw -5129189.890010 + Penalty 5168.786817 = -5124021.103193
  nChanged 2
		SP:Iteration 103Q (5617.600000 sec): 3 clusters
  Score: Raw -5129190.243754 + Penalty 5168.786817 = -5124021.456938
  nChanged 4
		SP:Iteration 104Q (5617.690000 sec): 3 clusters
  Score: Raw -5129191.118388 + Penalty 5168.786817 = -5124022.331571
  nChanged 4
		SP:Iteration 105Q (5617.780000 sec): 3 clusters
  Score: Raw -5129192.444066 + Penalty 5168.786817 = -5124023.657249
  nChanged 2
		SP:Iteration 106Q (5617.870000 sec): 3 clusters
  Score: Raw -5129192.905006 + Penalty 5168.786817 = -5124024.118189
  nChanged 1
		SP:Iteration 107Q (5617.960000 sec): 3 clusters
  Score: Raw -5129193.003048 + Penalty 5168.786817 = -5124024.216232
  nChanged 0
		SP:Iteration 108F (5618.080000 sec): 3 clusters
  Score: Raw -5129193.003048 + Penalty 5168.786817 = -5124024.216232
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.100000 sec): 2 clusters
  Score: Raw -138455.464072 + Penalty 1727.105632 = -136728.358440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.100000 sec): 3 clusters
  Score: Raw -138228.729508 + Penalty 3454.211264 = -134774.518245
  nChanged 291
		SP:Iteration 1F (5618.110000 sec): 3 clusters
  Score: Raw -138607.499087 + Penalty 3454.211264 = -135153.287824
  nChanged 70
		SP:Iteration 2F (5618.110000 sec): 3 clusters
  Score: Raw -138712.302368 + Penalty 3454.211264 = -135258.091104
  nChanged 37
		SP:Iteration 3Q (5618.120000 sec): 3 clusters
  Score: Raw -138764.588917 + Penalty 3454.211264 = -135310.377653
  nChanged 23
		SP:Iteration 4Q (5618.120000 sec): 3 clusters
  Score: Raw -138798.370495 + Penalty 3454.211264 = -135344.159232
  nChanged 14
		SP:Iteration 5Q (5618.120000 sec): 3 clusters
  Score: Raw -138816.957664 + Penalty 3454.211264 = -135362.746400
  nChanged 11
		SP:Iteration 6Q (5618.130000 sec): 3 clusters
  Score: Raw -138832.759707 + Penalty 3454.211264 = -135378.548443
  nChanged 16
		SP:Iteration 7Q (5618.130000 sec): 3 clusters
  Score: Raw -138855.144155 + Penalty 3454.211264 = -135400.932891
  nChanged 6
		SP:Iteration 8Q (5618.130000 sec): 3 clusters
  Score: Raw -138860.524383 + Penalty 3454.211264 = -135406.313119
  nChanged 1
		SP:Iteration 9Q (5618.140000 sec): 3 clusters
  Score: Raw -138863.130751 + Penalty 3454.211264 = -135408.919487
  nChanged 0
		SP:Iteration 10F (5618.140000 sec): 3 clusters
  Score: Raw -138863.130751 + Penalty 3454.211264 = -135408.919487
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.140000 sec): 2 clusters
  Score: Raw -31449.905486 + Penalty 1353.977208 = -30095.928279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.140000 sec): 3 clusters
  Score: Raw -31648.387104 + Penalty 2707.954415 = -28940.432689
  nChanged 17
		SP:Iteration 1F (5618.150000 sec): 3 clusters
  Score: Raw -31700.623306 + Penalty 2707.954415 = -28992.668891
  nChanged 5
		SP:Iteration 2Q (5618.150000 sec): 3 clusters
  Score: Raw -31717.503141 + Penalty 2707.954415 = -29009.548726
  nChanged 3
		SP:Iteration 3Q (5618.150000 sec): 3 clusters
  Score: Raw -31732.688885 + Penalty 2707.954415 = -29024.734470
  nChanged 2
		SP:Iteration 4Q (5618.150000 sec): 3 clusters
  Score: Raw -31739.944130 + Penalty 2707.954415 = -29031.989715
  nChanged 2
		SP:Iteration 5Q (5618.150000 sec): 3 clusters
  Score: Raw -31748.907977 + Penalty 2707.954415 = -29040.953562
  nChanged 4
		SP:Iteration 6Q (5618.150000 sec): 3 clusters
  Score: Raw -31756.654549 + Penalty 2707.954415 = -29048.700134
  nChanged 2
		SP:Iteration 7Q (5618.150000 sec): 3 clusters
  Score: Raw -31761.174084 + Penalty 2707.954415 = -29053.219669
  nChanged 0
		SP:Iteration 8F (5618.150000 sec): 3 clusters
  Score: Raw -31761.174084 + Penalty 2707.954415 = -29053.219669
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (1029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.160000 sec): 2 clusters
  Score: Raw -130575.113848 + Penalty 1720.212998 = -128854.900849
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.160000 sec): 3 clusters
  Score: Raw -130529.027842 + Penalty 3440.425997 = -127088.601845
  nChanged 291
		SP:Iteration 1F (5618.160000 sec): 3 clusters
  Score: Raw -131526.262491 + Penalty 3440.425997 = -128085.836494
  nChanged 114
		SP:Iteration 2F (5618.170000 sec): 3 clusters
  Score: Raw -131883.587331 + Penalty 3440.425997 = -128443.161334
  nChanged 58
		SP:Iteration 3F (5618.170000 sec): 3 clusters
  Score: Raw -132083.801309 + Penalty 3440.425997 = -128643.375312
  nChanged 33
		SP:Iteration 4Q (5618.180000 sec): 3 clusters
  Score: Raw -132171.254782 + Penalty 3440.425997 = -128730.828785
  nChanged 14
		SP:Iteration 5Q (5618.180000 sec): 3 clusters
  Score: Raw -132192.347106 + Penalty 3440.425997 = -128751.921109
  nChanged 13
		SP:Iteration 6Q (5618.180000 sec): 3 clusters
  Score: Raw -132213.102317 + Penalty 3440.425997 = -128772.676320
  nChanged 8
		SP:Iteration 7Q (5618.180000 sec): 3 clusters
  Score: Raw -132223.329378 + Penalty 3440.425997 = -128782.903382
  nChanged 3
		SP:Iteration 8Q (5618.190000 sec): 3 clusters
  Score: Raw -132228.293020 + Penalty 3440.425997 = -128787.867023
  nChanged 5
		SP:Iteration 9Q (5618.190000 sec): 3 clusters
  Score: Raw -132234.678257 + Penalty 3440.425997 = -128794.252260
  nChanged 7
		SP:Iteration 10Q (5618.200000 sec): 3 clusters
  Score: Raw -132243.688455 + Penalty 3440.425997 = -128803.262458
  nChanged 3
		SP:Iteration 11Q (5618.200000 sec): 3 clusters
  Score: Raw -132247.457214 + Penalty 3440.425997 = -128807.031217
  nChanged 4
		SP:Iteration 12Q (5618.200000 sec): 3 clusters
  Score: Raw -132253.042809 + Penalty 3440.425997 = -128812.616812
  nChanged 5
		SP:Iteration 13Q (5618.200000 sec): 3 clusters
  Score: Raw -132260.985275 + Penalty 3440.425997 = -128820.559278
  nChanged 6
		SP:Iteration 14Q (5618.210000 sec): 3 clusters
  Score: Raw -132275.012533 + Penalty 3440.425997 = -128834.586536
  nChanged 12
		SP:Iteration 15Q (5618.210000 sec): 3 clusters
  Score: Raw -132309.594793 + Penalty 3440.425997 = -128869.168796
  nChanged 11
		SP:Iteration 16Q (5618.220000 sec): 3 clusters
  Score: Raw -132335.359118 + Penalty 3440.425997 = -128894.933121
  nChanged 9
		SP:Iteration 17Q (5618.220000 sec): 3 clusters
  Score: Raw -132360.556407 + Penalty 3440.425997 = -128920.130410
  nChanged 8
		SP:Iteration 18Q (5618.220000 sec): 3 clusters
  Score: Raw -132371.182125 + Penalty 3440.425997 = -128930.756128
  nChanged 5
		SP:Iteration 19Q (5618.220000 sec): 3 clusters
  Score: Raw -132388.924237 + Penalty 3440.425997 = -128948.498240
  nChanged 4
		SP:Iteration 20F (5618.230000 sec): 3 clusters
  Score: Raw -132393.633702 + Penalty 3440.425997 = -128953.207705
  nChanged 2
		SP:Iteration 21Q (5618.230000 sec): 3 clusters
  Score: Raw -132395.368425 + Penalty 3440.425997 = -128954.942428
  nChanged 1
		SP:Iteration 22Q (5618.230000 sec): 3 clusters
  Score: Raw -132398.375607 + Penalty 3440.425997 = -128957.949610
  nChanged 3
		SP:Iteration 23Q (5618.240000 sec): 3 clusters
  Score: Raw -132401.956179 + Penalty 3440.425997 = -128961.530182
  nChanged 2
		SP:Iteration 24Q (5618.240000 sec): 3 clusters
  Score: Raw -132403.883102 + Penalty 3440.425997 = -128963.457105
  nChanged 0
		SP:Iteration 25F (5618.240000 sec): 3 clusters
  Score: Raw -132403.883102 + Penalty 3440.425997 = -128963.457105
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 37.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.250000 sec): 2 clusters
  Score: Raw -42097.806542 + Penalty 1496.799395 = -40601.007147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.250000 sec): 3 clusters
  Score: Raw -42471.434218 + Penalty 2993.598791 = -39477.835428
  nChanged 112
		SP:Iteration 1F (5618.250000 sec): 3 clusters
  Score: Raw -43314.257194 + Penalty 2993.598791 = -40320.658403
  nChanged 48
		SP:Iteration 2F (5618.260000 sec): 3 clusters
  Score: Raw -44073.072350 + Penalty 2993.598791 = -41079.473559
  nChanged 23
		SP:Iteration 3F (5618.260000 sec): 3 clusters
  Score: Raw -44477.779339 + Penalty 2993.598791 = -41484.180549
  nChanged 21
		SP:Iteration 4F (5618.260000 sec): 3 clusters
  Score: Raw -44983.647670 + Penalty 2993.598791 = -41990.048880
  nChanged 11
		SP:Iteration 5Q (5618.260000 sec): 3 clusters
  Score: Raw -45347.020993 + Penalty 2993.598791 = -42353.422203
  nChanged 2
		SP:Iteration 6Q (5618.260000 sec): 3 clusters
  Score: Raw -45386.111148 + Penalty 2993.598791 = -42392.512357
  nChanged 1
		SP:Iteration 7Q (5618.260000 sec): 3 clusters
  Score: Raw -45397.959542 + Penalty 2993.598791 = -42404.360751
  nChanged 1
		SP:Iteration 8Q (5618.260000 sec): 3 clusters
  Score: Raw -45439.469466 + Penalty 2993.598791 = -42445.870675
  nChanged 0
		SP:Iteration 9F (5618.260000 sec): 3 clusters
  Score: Raw -45439.469466 + Penalty 2993.598791 = -42445.870675
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 38.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.270000 sec): 2 clusters
  Score: Raw -35366.831667 + Penalty 1421.064746 = -33945.766920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.270000 sec): 3 clusters
  Score: Raw -35680.947370 + Penalty 2842.129492 = -32838.817878
  nChanged 55
		SP:Iteration 1F (5618.270000 sec): 3 clusters
  Score: Raw -36052.147418 + Penalty 2842.129492 = -33210.017926
  nChanged 19
		SP:Iteration 2F (5618.270000 sec): 3 clusters
  Score: Raw -36256.831414 + Penalty 2842.129492 = -33414.701922
  nChanged 10
		SP:Iteration 3Q (5618.280000 sec): 3 clusters
  Score: Raw -36384.292515 + Penalty 2842.129492 = -33542.163023
  nChanged 9
		SP:Iteration 4Q (5618.280000 sec): 3 clusters
  Score: Raw -36460.663984 + Penalty 2842.129492 = -33618.534492
  nChanged 8
		SP:Iteration 5Q (5618.280000 sec): 3 clusters
  Score: Raw -36595.902641 + Penalty 2842.129492 = -33753.773149
  nChanged 7
		SP:Iteration 6Q (5618.280000 sec): 3 clusters
  Score: Raw -36813.133023 + Penalty 2842.129492 = -33971.003531
  nChanged 5
		SP:Iteration 7Q (5618.280000 sec): 3 clusters
  Score: Raw -36827.633584 + Penalty 2842.129492 = -33985.504091
  nChanged 3
		SP:Iteration 8Q (5618.280000 sec): 3 clusters
  Score: Raw -36834.997096 + Penalty 2842.129492 = -33992.867603
  nChanged 4
		SP:Iteration 9Q (5618.280000 sec): 3 clusters
  Score: Raw -36849.431521 + Penalty 2842.129492 = -34007.302029
  nChanged 3
		SP:Iteration 10Q (5618.280000 sec): 3 clusters
  Score: Raw -36856.283194 + Penalty 2842.129492 = -34014.153701
  nChanged 2
		SP:Iteration 11Q (5618.280000 sec): 3 clusters
  Score: Raw -36864.674116 + Penalty 2842.129492 = -34022.544624
  nChanged 3
		SP:Iteration 12Q (5618.280000 sec): 3 clusters
  Score: Raw -36877.630413 + Penalty 2842.129492 = -34035.500920
  nChanged 3
		SP:Iteration 13Q (5618.280000 sec): 3 clusters
  Score: Raw -36893.476041 + Penalty 2842.129492 = -34051.346549
  nChanged 3
		SP:Iteration 14Q (5618.280000 sec): 3 clusters
  Score: Raw -36917.493352 + Penalty 2842.129492 = -34075.363860
  nChanged 1
		SP:Iteration 15Q (5618.280000 sec): 3 clusters
  Score: Raw -36922.654848 + Penalty 2842.129492 = -34080.525356
  nChanged 2
		SP:Iteration 16Q (5618.290000 sec): 3 clusters
  Score: Raw -36931.047958 + Penalty 2842.129492 = -34088.918466
  nChanged 3
		SP:Iteration 17Q (5618.290000 sec): 3 clusters
  Score: Raw -36942.633326 + Penalty 2842.129492 = -34100.503833
  nChanged 3
		SP:Iteration 18Q (5618.290000 sec): 3 clusters
  Score: Raw -36958.402883 + Penalty 2842.129492 = -34116.273390
  nChanged 3
		SP:Iteration 19Q (5618.290000 sec): 3 clusters
  Score: Raw -36983.016072 + Penalty 2842.129492 = -34140.886580
  nChanged 3
		SP:Iteration 20F (5618.290000 sec): 3 clusters
  Score: Raw -37005.112758 + Penalty 2842.129492 = -34162.983266
  nChanged 4
		SP:Iteration 21Q (5618.290000 sec): 3 clusters
  Score: Raw -37034.984735 + Penalty 2842.129492 = -34192.855242
  nChanged 4
		SP:Iteration 22Q (5618.290000 sec): 3 clusters
  Score: Raw -37074.571330 + Penalty 2842.129492 = -34232.441838
  nChanged 1
		SP:Iteration 23Q (5618.290000 sec): 3 clusters
  Score: Raw -37077.862013 + Penalty 2842.129492 = -34235.732521
  nChanged 0
		SP:Iteration 24F (5618.300000 sec): 3 clusters
  Score: Raw -37077.862013 + Penalty 2842.129492 = -34235.732521
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 39.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.300000 sec): 2 clusters
  Score: Raw -29539.068708 + Penalty 1335.354776 = -28203.713932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.300000 sec): 3 clusters
  Score: Raw -29757.630234 + Penalty 2670.709551 = -27086.920683
  nChanged 18
		SP:Iteration 1F (5618.300000 sec): 3 clusters
  Score: Raw -29843.023979 + Penalty 2670.709551 = -27172.314428
  nChanged 7
		SP:Iteration 2Q (5618.300000 sec): 3 clusters
  Score: Raw -29884.453039 + Penalty 2670.709551 = -27213.743488
  nChanged 2
		SP:Iteration 3Q (5618.300000 sec): 3 clusters
  Score: Raw -29893.609922 + Penalty 2670.709551 = -27222.900371
  nChanged 0
		SP:Iteration 4F (5618.300000 sec): 3 clusters
  Score: Raw -29893.609922 + Penalty 2670.709551 = -27222.900371
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.310000 sec): 2 clusters
  Score: Raw -121029.188219 + Penalty 1690.550498 = -119338.637721
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.310000 sec): 3 clusters
  Score: Raw -120938.099758 + Penalty 3381.100997 = -117556.998761
  nChanged 242
		SP:Iteration 1F (5618.320000 sec): 3 clusters
  Score: Raw -121397.996291 + Penalty 3381.100997 = -118016.895294
  nChanged 96
		SP:Iteration 2F (5618.320000 sec): 3 clusters
  Score: Raw -121739.422631 + Penalty 3381.100997 = -118358.321634
  nChanged 66
		SP:Iteration 3F (5618.320000 sec): 3 clusters
  Score: Raw -121950.271960 + Penalty 3381.100997 = -118569.170963
  nChanged 51
		SP:Iteration 4F (5618.330000 sec): 3 clusters
  Score: Raw -122169.805665 + Penalty 3381.100997 = -118788.704668
  nChanged 42
		SP:Iteration 5Q (5618.330000 sec): 3 clusters
  Score: Raw -122365.359410 + Penalty 3381.100997 = -118984.258413
  nChanged 46
		SP:Iteration 6F (5618.330000 sec): 3 clusters
  Score: Raw -122530.989030 + Penalty 3381.100997 = -119149.888033
  nChanged 34
		SP:Iteration 7Q (5618.340000 sec): 3 clusters
  Score: Raw -122659.962048 + Penalty 3381.100997 = -119278.861051
  nChanged 21
		SP:Iteration 8Q (5618.340000 sec): 3 clusters
  Score: Raw -122701.091474 + Penalty 3381.100997 = -119319.990477
  nChanged 13
		SP:Iteration 9Q (5618.340000 sec): 3 clusters
  Score: Raw -122726.888729 + Penalty 3381.100997 = -119345.787732
  nChanged 8
		SP:Iteration 10Q (5618.340000 sec): 3 clusters
  Score: Raw -122737.068853 + Penalty 3381.100997 = -119355.967856
  nChanged 6
		SP:Iteration 11Q (5618.340000 sec): 3 clusters
  Score: Raw -122745.660673 + Penalty 3381.100997 = -119364.559676
  nChanged 2
		SP:Iteration 12Q (5618.350000 sec): 3 clusters
  Score: Raw -122751.152334 + Penalty 3381.100997 = -119370.051337
  nChanged 3
		SP:Iteration 13Q (5618.350000 sec): 3 clusters
  Score: Raw -122755.168595 + Penalty 3381.100997 = -119374.067599
  nChanged 0
		SP:Iteration 14F (5618.360000 sec): 3 clusters
  Score: Raw -122755.168595 + Penalty 3381.100997 = -119374.067599
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 40.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (295 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.360000 sec): 2 clusters
  Score: Raw -22968.678499 + Penalty 1410.369888 = -21558.308610
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.360000 sec): 3 clusters
  Score: Raw -23323.185340 + Penalty 2820.739777 = -20502.445563
  nChanged 74
		SP:Iteration 1F (5618.360000 sec): 3 clusters
  Score: Raw -23708.502466 + Penalty 2820.739777 = -20887.762689
  nChanged 21
		SP:Iteration 2F (5618.360000 sec): 3 clusters
  Score: Raw -23864.668871 + Penalty 2820.739777 = -21043.929094
  nChanged 10
		SP:Iteration 3Q (5618.360000 sec): 3 clusters
  Score: Raw -23931.292702 + Penalty 2820.739777 = -21110.552925
  nChanged 10
		SP:Iteration 4Q (5618.360000 sec): 3 clusters
  Score: Raw -24068.465108 + Penalty 2820.739777 = -21247.725331
  nChanged 4
		SP:Iteration 5Q (5618.370000 sec): 3 clusters
  Score: Raw -24154.548560 + Penalty 2820.739777 = -21333.808783
  nChanged 4
		SP:Iteration 6Q (5618.370000 sec): 3 clusters
  Score: Raw -24166.552819 + Penalty 2820.739777 = -21345.813042
  nChanged 0
		SP:Iteration 7F (5618.370000 sec): 3 clusters
  Score: Raw -24166.552819 + Penalty 2820.739777 = -21345.813042
  nChanged 0
Deleting Class 39 (100 points): Lose 2910.825351 but Gain 3374.686117
Iteration 139Q (5629.300000 sec): 40 clusters
  Score: Raw -117634174.605018 + Penalty 131612.758575 = -117502561.846443
  nChanged 200
Iteration 140F (5671.560000 sec): 40 clusters
  Score: Raw -117636839.511470 + Penalty 131612.758575 = -117505226.752896
  nChanged 136
Iteration 141Q (5682.180000 sec): 40 clusters
  Score: Raw -117638027.944106 + Penalty 131612.758575 = -117506415.185532
  nChanged 109
Iteration 142Q (5692.890000 sec): 40 clusters
  Score: Raw -117638352.890949 + Penalty 131612.758575 = -117506740.132374
  nChanged 82
Iteration 143Q (5703.610000 sec): 40 clusters
  Score: Raw -117638570.855176 + Penalty 131612.758575 = -117506958.096601
  nChanged 56
Iteration 144Q (5714.330000 sec): 40 clusters
  Score: Raw -117638651.134813 + Penalty 131612.758575 = -117507038.376238
  nChanged 44
Iteration 145Q (5725.060000 sec): 40 clusters
  Score: Raw -117638662.588327 + Penalty 131612.758575 = -117507049.829752
  nChanged 50
Iteration 146Q (5735.780000 sec): 40 clusters
  Score: Raw -117638691.612082 + Penalty 131612.758575 = -117507078.853508
  nChanged 44
Iteration 147Q (5746.500000 sec): 40 clusters
  Score: Raw -117638812.279953 + Penalty 131612.758575 = -117507199.521379
  nChanged 46
Iteration 148Q (5757.220000 sec): 40 clusters
  Score: Raw -117639167.428547 + Penalty 131612.758575 = -117507554.669972
  nChanged 62
Iteration 149Q (5767.910000 sec): 40 clusters
  Score: Raw -117639648.518187 + Penalty 131612.758575 = -117508035.759612
  nChanged 93
Iteration 150Q (5778.610000 sec): 40 clusters
  Score: Raw -117639992.995996 + Penalty 131612.758575 = -117508380.237421
  nChanged 81
Iteration 151Q (5789.330000 sec): 40 clusters
  Score: Raw -117640136.263102 + Penalty 131612.758575 = -117508523.504527
  nChanged 37
Iteration 152Q (5800.090000 sec): 40 clusters
  Score: Raw -117640202.203347 + Penalty 131612.758575 = -117508589.444772
  nChanged 33
Iteration 153Q (5810.850000 sec): 40 clusters
  Score: Raw -117640215.002370 + Penalty 131612.758575 = -117508602.243795
  nChanged 20
Iteration 154Q (5821.610000 sec): 40 clusters
  Score: Raw -117640220.864948 + Penalty 131612.758575 = -117508608.106373
  nChanged 17
Iteration 155Q (5832.360000 sec): 40 clusters
  Score: Raw -117640223.380196 + Penalty 131612.758575 = -117508610.621621
  nChanged 11
Iteration 156Q (5843.100000 sec): 40 clusters
  Score: Raw -117640223.786047 + Penalty 131612.758575 = -117508611.027472
  nChanged 10
Iteration 157Q (5853.860000 sec): 40 clusters
  Score: Raw -117640224.063796 + Penalty 131612.758575 = -117508611.305221
  nChanged 10
Iteration 158Q (5864.640000 sec): 40 clusters
  Score: Raw -117640224.337963 + Penalty 131612.758575 = -117508611.579388
  nChanged 6
Iteration 159Q (5875.420000 sec): 40 clusters
  Score: Raw -117640224.479875 + Penalty 131612.758575 = -117508611.721301
  nChanged 3
Iteration 160F (5917.730000 sec): 40 clusters
  Score: Raw -117640514.316777 + Penalty 131612.758575 = -117508901.558203
  nChanged 74
Iteration 161Q (5928.530000 sec): 40 clusters
  Score: Raw -117640749.441349 + Penalty 131612.758575 = -117509136.682775
  nChanged 85
Iteration 162Q (5939.250000 sec): 40 clusters
  Score: Raw -117640866.934566 + Penalty 131612.758575 = -117509254.175991
  nChanged 62
Iteration 163Q (5949.980000 sec): 40 clusters
  Score: Raw -117640921.748344 + Penalty 131612.758575 = -117509308.989769
  nChanged 74
Iteration 164Q (5960.760000 sec): 40 clusters
  Score: Raw -117640943.146004 + Penalty 131612.758575 = -117509330.387429
  nChanged 62
Iteration 165Q (5971.570000 sec): 40 clusters
  Score: Raw -117640963.495135 + Penalty 131612.758575 = -117509350.736560
  nChanged 59
Iteration 166Q (5982.320000 sec): 40 clusters
  Score: Raw -117640966.816524 + Penalty 131612.758575 = -117509354.057949
  nChanged 59
Iteration 167Q (5993.050000 sec): 40 clusters
  Score: Raw -117640968.491235 + Penalty 131612.758575 = -117509355.732661
  nChanged 59
Iteration 168Q (6003.780000 sec): 40 clusters
  Score: Raw -117640969.821096 + Penalty 131612.758575 = -117509357.062521
  nChanged 49
Iteration 169Q (6014.520000 sec): 40 clusters
  Score: Raw -117640971.404943 + Penalty 131612.758575 = -117509358.646368
  nChanged 41
Iteration 170Q (6025.260000 sec): 40 clusters
  Score: Raw -117640972.539765 + Penalty 131612.758575 = -117509359.781190
  nChanged 37
Iteration 171Q (6036.010000 sec): 40 clusters
  Score: Raw -117640973.283781 + Penalty 131612.758575 = -117509360.525207
  nChanged 29
Iteration 172Q (6046.740000 sec): 40 clusters
  Score: Raw -117640973.823509 + Penalty 131612.758575 = -117509361.064934
  nChanged 24
Iteration 173Q (6057.490000 sec): 40 clusters
  Score: Raw -117640974.263961 + Penalty 131612.758575 = -117509361.505387
  nChanged 16
Iteration 174Q (6068.120000 sec): 40 clusters
  Score: Raw -117640974.482271 + Penalty 131612.758575 = -117509361.723697
  nChanged 7
Iteration 175Q (6078.840000 sec): 40 clusters
  Score: Raw -117640974.614666 + Penalty 131612.758575 = -117509361.856092
  nChanged 8
Iteration 176Q (6089.600000 sec): 40 clusters
  Score: Raw -117640974.772350 + Penalty 131612.758575 = -117509362.013776
  nChanged 11
Iteration 177Q (6100.270000 sec): 40 clusters
  Score: Raw -117640974.987046 + Penalty 131612.758575 = -117509362.228471
  nChanged 9
Iteration 178Q (6110.600000 sec): 40 clusters
  Score: Raw -117640975.151769 + Penalty 131612.758575 = -117509362.393195
  nChanged 11
Writing temp clu file 
Because OldScore, -117509362.228471, is greater than current (better) Score,-117509362.393195 
 Compute initial score before splitting:   Score: Raw -117640975.151769 + Penalty 131612.758575 = -117509362.393195
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6110.760000 sec): 2 clusters
  Score: Raw -1047910.549080 + Penalty 2200.793686 = -1045709.755393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6110.790000 sec): 3 clusters
  Score: Raw -1044260.896839 + Penalty 4401.587373 = -1039859.309466
  nChanged 2834
		SP:Iteration 1F (6110.810000 sec): 3 clusters
  Score: Raw -1045749.114167 + Penalty 4401.587373 = -1041347.526795
  nChanged 449
		SP:Iteration 2F (6110.830000 sec): 3 clusters
  Score: Raw -1045943.613135 + Penalty 4401.587373 = -1041542.025762
  nChanged 324
		SP:Iteration 3Q (6110.860000 sec): 3 clusters
  Score: Raw -1046082.108963 + Penalty 4401.587373 = -1041680.521590
  nChanged 236
		SP:Iteration 4Q (6110.890000 sec): 3 clusters
  Score: Raw -1046191.673146 + Penalty 4401.587373 = -1041790.085773
  nChanged 225
		SP:Iteration 5Q (6110.910000 sec): 3 clusters
  Score: Raw -1046301.534739 + Penalty 4401.587373 = -1041899.947367
  nChanged 206
		SP:Iteration 6Q (6110.940000 sec): 3 clusters
  Score: Raw -1046393.492067 + Penalty 4401.587373 = -1041991.904694
  nChanged 201
		SP:Iteration 7Q (6110.970000 sec): 3 clusters
  Score: Raw -1046484.900325 + Penalty 4401.587373 = -1042083.312952
  nChanged 189
		SP:Iteration 8Q (6110.990000 sec): 3 clusters
  Score: Raw -1046566.843985 + Penalty 4401.587373 = -1042165.256612
  nChanged 173
		SP:Iteration 9Q (6111.010000 sec): 3 clusters
  Score: Raw -1046639.756228 + Penalty 4401.587373 = -1042238.168855
  nChanged 183
		SP:Iteration 10Q (6111.040000 sec): 3 clusters
  Score: Raw -1046720.900672 + Penalty 4401.587373 = -1042319.313299
  nChanged 180
		SP:Iteration 11Q (6111.070000 sec): 3 clusters
  Score: Raw -1046809.091865 + Penalty 4401.587373 = -1042407.504492
  nChanged 191
		SP:Iteration 12Q (6111.090000 sec): 3 clusters
  Score: Raw -1046908.411966 + Penalty 4401.587373 = -1042506.824593
  nChanged 219
		SP:Iteration 13Q (6111.120000 sec): 3 clusters
  Score: Raw -1047032.316364 + Penalty 4401.587373 = -1042630.728991
  nChanged 236
		SP:Iteration 14Q (6111.140000 sec): 3 clusters
  Score: Raw -1047184.321618 + Penalty 4401.587373 = -1042782.734245
  nChanged 249
		SP:Iteration 15Q (6111.170000 sec): 3 clusters
  Score: Raw -1047357.570125 + Penalty 4401.587373 = -1042955.982752
  nChanged 240
		SP:Iteration 16Q (6111.190000 sec): 3 clusters
  Score: Raw -1047533.308350 + Penalty 4401.587373 = -1043131.720978
  nChanged 196
		SP:Iteration 17Q (6111.220000 sec): 3 clusters
  Score: Raw -1047666.135842 + Penalty 4401.587373 = -1043264.548469
  nChanged 171
		SP:Iteration 18Q (6111.240000 sec): 3 clusters
  Score: Raw -1047797.896167 + Penalty 4401.587373 = -1043396.308794
  nChanged 164
		SP:Iteration 19Q (6111.270000 sec): 3 clusters
  Score: Raw -1047930.253170 + Penalty 4401.587373 = -1043528.665797
  nChanged 117
		SP:Iteration 20F (6111.290000 sec): 3 clusters
  Score: Raw -1048010.810912 + Penalty 4401.587373 = -1043609.223539
  nChanged 61
		SP:Iteration 21Q (6111.310000 sec): 3 clusters
  Score: Raw -1048052.325687 + Penalty 4401.587373 = -1043650.738314
  nChanged 46
		SP:Iteration 22Q (6111.340000 sec): 3 clusters
  Score: Raw -1048087.927918 + Penalty 4401.587373 = -1043686.340545
  nChanged 28
		SP:Iteration 23Q (6111.360000 sec): 3 clusters
  Score: Raw -1048109.696045 + Penalty 4401.587373 = -1043708.108673
  nChanged 16
		SP:Iteration 24Q (6111.380000 sec): 3 clusters
  Score: Raw -1048124.999400 + Penalty 4401.587373 = -1043723.412027
  nChanged 8
		SP:Iteration 25Q (6111.400000 sec): 3 clusters
  Score: Raw -1048132.880117 + Penalty 4401.587373 = -1043731.292744
  nChanged 10
		SP:Iteration 26Q (6111.430000 sec): 3 clusters
  Score: Raw -1048142.012573 + Penalty 4401.587373 = -1043740.425200
  nChanged 14
		SP:Iteration 27Q (6111.450000 sec): 3 clusters
  Score: Raw -1048154.105927 + Penalty 4401.587373 = -1043752.518554
  nChanged 8
		SP:Iteration 28Q (6111.470000 sec): 3 clusters
  Score: Raw -1048160.065251 + Penalty 4401.587373 = -1043758.477878
  nChanged 5
		SP:Iteration 29Q (6111.490000 sec): 3 clusters
  Score: Raw -1048166.225614 + Penalty 4401.587373 = -1043764.638241
  nChanged 9
		SP:Iteration 30Q (6111.510000 sec): 3 clusters
  Score: Raw -1048174.868745 + Penalty 4401.587373 = -1043773.281372
  nChanged 6
		SP:Iteration 31Q (6111.530000 sec): 3 clusters
  Score: Raw -1048182.531340 + Penalty 4401.587373 = -1043780.943967
  nChanged 7
		SP:Iteration 32Q (6111.550000 sec): 3 clusters
  Score: Raw -1048191.641953 + Penalty 4401.587373 = -1043790.054580
  nChanged 5
		SP:Iteration 33Q (6111.580000 sec): 3 clusters
  Score: Raw -1048195.053316 + Penalty 4401.587373 = -1043793.465943
  nChanged 0
		SP:Iteration 34F (6111.600000 sec): 3 clusters
  Score: Raw -1048195.053316 + Penalty 4401.587373 = -1043793.465943
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7326 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6111.630000 sec): 2 clusters
  Score: Raw -1058531.145520 + Penalty 2206.997866 = -1056324.147654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6111.650000 sec): 3 clusters
  Score: Raw -1054773.204842 + Penalty 4413.995732 = -1050359.209110
  nChanged 2946
		SP:Iteration 1F (6111.680000 sec): 3 clusters
  Score: Raw -1056384.240155 + Penalty 4413.995732 = -1051970.244423
  nChanged 498
		SP:Iteration 2F (6111.710000 sec): 3 clusters
  Score: Raw -1056625.434214 + Penalty 4413.995732 = -1052211.438482
  nChanged 348
		SP:Iteration 3Q (6111.730000 sec): 3 clusters
  Score: Raw -1056778.945193 + Penalty 4413.995732 = -1052364.949461
  nChanged 278
		SP:Iteration 4Q (6111.760000 sec): 3 clusters
  Score: Raw -1056894.641936 + Penalty 4413.995732 = -1052480.646204
  nChanged 207
		SP:Iteration 5Q (6111.790000 sec): 3 clusters
  Score: Raw -1056971.797156 + Penalty 4413.995732 = -1052557.801424
  nChanged 165
		SP:Iteration 6Q (6111.810000 sec): 3 clusters
  Score: Raw -1057033.594197 + Penalty 4413.995732 = -1052619.598465
  nChanged 142
		SP:Iteration 7Q (6111.840000 sec): 3 clusters
  Score: Raw -1057088.873319 + Penalty 4413.995732 = -1052674.877587
  nChanged 134
		SP:Iteration 8Q (6111.870000 sec): 3 clusters
  Score: Raw -1057149.398743 + Penalty 4413.995732 = -1052735.403011
  nChanged 164
		SP:Iteration 9Q (6111.890000 sec): 3 clusters
  Score: Raw -1057224.486543 + Penalty 4413.995732 = -1052810.490811
  nChanged 154
		SP:Iteration 10Q (6111.920000 sec): 3 clusters
  Score: Raw -1057308.050829 + Penalty 4413.995732 = -1052894.055097
  nChanged 184
		SP:Iteration 11Q (6111.950000 sec): 3 clusters
  Score: Raw -1057407.094419 + Penalty 4413.995732 = -1052993.098687
  nChanged 201
		SP:Iteration 12Q (6111.970000 sec): 3 clusters
  Score: Raw -1057518.425832 + Penalty 4413.995732 = -1053104.430100
  nChanged 210
		SP:Iteration 13Q (6112.000000 sec): 3 clusters
  Score: Raw -1057637.102064 + Penalty 4413.995732 = -1053223.106332
  nChanged 204
		SP:Iteration 14Q (6112.030000 sec): 3 clusters
  Score: Raw -1057760.319527 + Penalty 4413.995732 = -1053346.323795
  nChanged 203
		SP:Iteration 15Q (6112.050000 sec): 3 clusters
  Score: Raw -1057870.701905 + Penalty 4413.995732 = -1053456.706174
  nChanged 177
		SP:Iteration 16Q (6112.080000 sec): 3 clusters
  Score: Raw -1057973.756827 + Penalty 4413.995732 = -1053559.761096
  nChanged 192
		SP:Iteration 17Q (6112.110000 sec): 3 clusters
  Score: Raw -1058073.325771 + Penalty 4413.995732 = -1053659.330039
  nChanged 165
		SP:Iteration 18Q (6112.130000 sec): 3 clusters
  Score: Raw -1058153.426431 + Penalty 4413.995732 = -1053739.430699
  nChanged 143
		SP:Iteration 19Q (6112.160000 sec): 3 clusters
  Score: Raw -1058230.928645 + Penalty 4413.995732 = -1053816.932913
  nChanged 138
		SP:Iteration 20F (6112.180000 sec): 3 clusters
  Score: Raw -1058288.599590 + Penalty 4413.995732 = -1053874.603858
  nChanged 114
		SP:Iteration 21Q (6112.210000 sec): 3 clusters
  Score: Raw -1058342.690319 + Penalty 4413.995732 = -1053928.694587
  nChanged 102
		SP:Iteration 22Q (6112.230000 sec): 3 clusters
  Score: Raw -1058389.808635 + Penalty 4413.995732 = -1053975.812903
  nChanged 82
		SP:Iteration 23Q (6112.260000 sec): 3 clusters
  Score: Raw -1058423.274412 + Penalty 4413.995732 = -1054009.278680
  nChanged 64
		SP:Iteration 24Q (6112.290000 sec): 3 clusters
  Score: Raw -1058446.814374 + Penalty 4413.995732 = -1054032.818642
  nChanged 52
		SP:Iteration 25Q (6112.310000 sec): 3 clusters
  Score: Raw -1058464.167309 + Penalty 4413.995732 = -1054050.171577
  nChanged 40
		SP:Iteration 26Q (6112.330000 sec): 3 clusters
  Score: Raw -1058474.184977 + Penalty 4413.995732 = -1054060.189245
  nChanged 26
		SP:Iteration 27Q (6112.360000 sec): 3 clusters
  Score: Raw -1058481.488484 + Penalty 4413.995732 = -1054067.492752
  nChanged 33
		SP:Iteration 28Q (6112.390000 sec): 3 clusters
  Score: Raw -1058490.190543 + Penalty 4413.995732 = -1054076.194811
  nChanged 38
		SP:Iteration 29Q (6112.410000 sec): 3 clusters
  Score: Raw -1058502.430732 + Penalty 4413.995732 = -1054088.435000
  nChanged 36
		SP:Iteration 30Q (6112.430000 sec): 3 clusters
  Score: Raw -1058512.986625 + Penalty 4413.995732 = -1054098.990893
  nChanged 29
		SP:Iteration 31Q (6112.460000 sec): 3 clusters
  Score: Raw -1058520.981939 + Penalty 4413.995732 = -1054106.986207
  nChanged 31
		SP:Iteration 32Q (6112.490000 sec): 3 clusters
  Score: Raw -1058530.503282 + Penalty 4413.995732 = -1054116.507550
  nChanged 27
		SP:Iteration 33Q (6112.510000 sec): 3 clusters
  Score: Raw -1058537.326198 + Penalty 4413.995732 = -1054123.330466
  nChanged 16
		SP:Iteration 34Q (6112.530000 sec): 3 clusters
  Score: Raw -1058541.882916 + Penalty 4413.995732 = -1054127.887184
  nChanged 25
		SP:Iteration 35Q (6112.560000 sec): 3 clusters
  Score: Raw -1058549.860452 + Penalty 4413.995732 = -1054135.864720
  nChanged 27
		SP:Iteration 36Q (6112.580000 sec): 3 clusters
  Score: Raw -1058557.703893 + Penalty 4413.995732 = -1054143.708161
  nChanged 19
		SP:Iteration 37Q (6112.610000 sec): 3 clusters
  Score: Raw -1058562.579034 + Penalty 4413.995732 = -1054148.583303
  nChanged 13
		SP:Iteration 38Q (6112.630000 sec): 3 clusters
  Score: Raw -1058565.691632 + Penalty 4413.995732 = -1054151.695900
  nChanged 12
		SP:Iteration 39Q (6112.660000 sec): 3 clusters
  Score: Raw -1058568.651543 + Penalty 4413.995732 = -1054154.655811
  nChanged 12
		SP:Iteration 40F (6112.690000 sec): 3 clusters
  Score: Raw -1058570.831947 + Penalty 4413.995732 = -1054156.836216
  nChanged 12
		SP:Iteration 41Q (6112.710000 sec): 3 clusters
  Score: Raw -1058573.557041 + Penalty 4413.995732 = -1054159.561309
  nChanged 12
		SP:Iteration 42Q (6112.730000 sec): 3 clusters
  Score: Raw -1058575.806760 + Penalty 4413.995732 = -1054161.811028
  nChanged 7
		SP:Iteration 43Q (6112.760000 sec): 3 clusters
  Score: Raw -1058577.316291 + Penalty 4413.995732 = -1054163.320559
  nChanged 5
		SP:Iteration 44Q (6112.780000 sec): 3 clusters
  Score: Raw -1058578.682123 + Penalty 4413.995732 = -1054164.686391
  nChanged 4
		SP:Iteration 45Q (6112.810000 sec): 3 clusters
  Score: Raw -1058579.497528 + Penalty 4413.995732 = -1054165.501796
  nChanged 6
		SP:Iteration 46Q (6112.830000 sec): 3 clusters
  Score: Raw -1058580.603486 + Penalty 4413.995732 = -1054166.607754
  nChanged 5
		SP:Iteration 47Q (6112.860000 sec): 3 clusters
  Score: Raw -1058581.696578 + Penalty 4413.995732 = -1054167.700846
  nChanged 4
		SP:Iteration 48Q (6112.880000 sec): 3 clusters
  Score: Raw -1058582.263700 + Penalty 4413.995732 = -1054168.267968
  nChanged 5
		SP:Iteration 49Q (6112.910000 sec): 3 clusters
  Score: Raw -1058582.716939 + Penalty 4413.995732 = -1054168.721207
  nChanged 3
		SP:Iteration 50Q (6112.930000 sec): 3 clusters
  Score: Raw -1058583.401106 + Penalty 4413.995732 = -1054169.405374
  nChanged 3
		SP:Iteration 51Q (6112.960000 sec): 3 clusters
  Score: Raw -1058583.768401 + Penalty 4413.995732 = -1054169.772669
  nChanged 2
		SP:Iteration 52Q (6112.980000 sec): 3 clusters
  Score: Raw -1058584.748438 + Penalty 4413.995732 = -1054170.752706
  nChanged 2
		SP:Iteration 53Q (6113.010000 sec): 3 clusters
  Score: Raw -1058585.143695 + Penalty 4413.995732 = -1054171.147963
  nChanged 1
		SP:Iteration 54Q (6113.030000 sec): 3 clusters
  Score: Raw -1058585.292485 + Penalty 4413.995732 = -1054171.296753
  nChanged 1
		SP:Iteration 55Q (6113.050000 sec): 3 clusters
  Score: Raw -1058585.435745 + Penalty 4413.995732 = -1054171.440013
  nChanged 4
		SP:Iteration 56Q (6113.080000 sec): 3 clusters
  Score: Raw -1058586.443629 + Penalty 4413.995732 = -1054172.447897
  nChanged 3
		SP:Iteration 57Q (6113.110000 sec): 3 clusters
  Score: Raw -1058587.044807 + Penalty 4413.995732 = -1054173.049076
  nChanged 3
		SP:Iteration 58Q (6113.130000 sec): 3 clusters
  Score: Raw -1058587.648168 + Penalty 4413.995732 = -1054173.652437
  nChanged 4
		SP:Iteration 59Q (6113.150000 sec): 3 clusters
  Score: Raw -1058588.161569 + Penalty 4413.995732 = -1054174.165837
  nChanged 3
		SP:Iteration 60F (6113.180000 sec): 3 clusters
  Score: Raw -1058588.740970 + Penalty 4413.995732 = -1054174.745238
  nChanged 5
		SP:Iteration 61Q (6113.210000 sec): 3 clusters
  Score: Raw -1058589.428216 + Penalty 4413.995732 = -1054175.432484
  nChanged 2
		SP:Iteration 62Q (6113.230000 sec): 3 clusters
  Score: Raw -1058589.708235 + Penalty 4413.995732 = -1054175.712503
  nChanged 5
		SP:Iteration 63Q (6113.250000 sec): 3 clusters
  Score: Raw -1058591.002370 + Penalty 4413.995732 = -1054177.006638
  nChanged 4
		SP:Iteration 64Q (6113.280000 sec): 3 clusters
  Score: Raw -1058591.875803 + Penalty 4413.995732 = -1054177.880071
  nChanged 2
		SP:Iteration 65Q (6113.300000 sec): 3 clusters
  Score: Raw -1058592.103959 + Penalty 4413.995732 = -1054178.108227
  nChanged 0
		SP:Iteration 66F (6113.330000 sec): 3 clusters
  Score: Raw -1058592.103959 + Penalty 4413.995732 = -1054178.108227
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6113.430000 sec): 2 clusters
  Score: Raw -4011803.400024 + Penalty 2531.919617 = -4009271.480406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6113.530000 sec): 3 clusters
  Score: Raw -3995577.362735 + Penalty 5063.839235 = -3990513.523501
  nChanged 12138
		SP:Iteration 1F (6113.630000 sec): 3 clusters
  Score: Raw -4002113.495928 + Penalty 5063.839235 = -3997049.656693
  nChanged 1349
		SP:Iteration 2Q (6113.730000 sec): 3 clusters
  Score: Raw -4002607.988935 + Penalty 5063.839235 = -3997544.149701
  nChanged 1350
		SP:Iteration 3Q (6113.830000 sec): 3 clusters
  Score: Raw -4003152.432969 + Penalty 5063.839235 = -3998088.593734
  nChanged 1365
		SP:Iteration 4F (6113.930000 sec): 3 clusters
  Score: Raw -4003765.932490 + Penalty 5063.839235 = -3998702.093256
  nChanged 1409
		SP:Iteration 5F (6114.030000 sec): 3 clusters
  Score: Raw -4004463.094949 + Penalty 5063.839235 = -3999399.255715
  nChanged 1487
		SP:Iteration 6F (6114.130000 sec): 3 clusters
  Score: Raw -4005271.320227 + Penalty 5063.839235 = -4000207.480993
  nChanged 1557
		SP:Iteration 7F (6114.230000 sec): 3 clusters
  Score: Raw -4006166.072857 + Penalty 5063.839235 = -4001102.233622
  nChanged 1494
		SP:Iteration 8F (6114.330000 sec): 3 clusters
  Score: Raw -4007066.330538 + Penalty 5063.839235 = -4002002.491303
  nChanged 1309
		SP:Iteration 9Q (6114.430000 sec): 3 clusters
  Score: Raw -4007915.578935 + Penalty 5063.839235 = -4002851.739700
  nChanged 1226
		SP:Iteration 10Q (6114.530000 sec): 3 clusters
  Score: Raw -4008790.737427 + Penalty 5063.839235 = -4003726.898193
  nChanged 1044
		SP:Iteration 11Q (6114.640000 sec): 3 clusters
  Score: Raw -4009587.477146 + Penalty 5063.839235 = -4004523.637911
  nChanged 860
		SP:Iteration 12Q (6114.740000 sec): 3 clusters
  Score: Raw -4010192.745527 + Penalty 5063.839235 = -4005128.906292
  nChanged 648
		SP:Iteration 13Q (6114.830000 sec): 3 clusters
  Score: Raw -4010597.475231 + Penalty 5063.839235 = -4005533.635997
  nChanged 490
		SP:Iteration 14Q (6114.930000 sec): 3 clusters
  Score: Raw -4010860.441364 + Penalty 5063.839235 = -4005796.602130
  nChanged 372
		SP:Iteration 15Q (6115.020000 sec): 3 clusters
  Score: Raw -4011026.331784 + Penalty 5063.839235 = -4005962.492550
  nChanged 288
		SP:Iteration 16Q (6115.110000 sec): 3 clusters
  Score: Raw -4011140.775166 + Penalty 5063.839235 = -4006076.935931
  nChanged 243
		SP:Iteration 17Q (6115.190000 sec): 3 clusters
  Score: Raw -4011225.808577 + Penalty 5063.839235 = -4006161.969343
  nChanged 212
		SP:Iteration 18Q (6115.280000 sec): 3 clusters
  Score: Raw -4011302.705145 + Penalty 5063.839235 = -4006238.865911
  nChanged 212
		SP:Iteration 19Q (6115.370000 sec): 3 clusters
  Score: Raw -4011383.356354 + Penalty 5063.839235 = -4006319.517119
  nChanged 215
		SP:Iteration 20F (6115.470000 sec): 3 clusters
  Score: Raw -4011466.078030 + Penalty 5063.839235 = -4006402.238795
  nChanged 229
		SP:Iteration 21Q (6115.550000 sec): 3 clusters
  Score: Raw -4011552.731124 + Penalty 5063.839235 = -4006488.891889
  nChanged 210
		SP:Iteration 22Q (6115.630000 sec): 3 clusters
  Score: Raw -4011627.852853 + Penalty 5063.839235 = -4006564.013619
  nChanged 182
		SP:Iteration 23Q (6115.710000 sec): 3 clusters
  Score: Raw -4011691.895195 + Penalty 5063.839235 = -4006628.055961
  nChanged 164
		SP:Iteration 24Q (6115.790000 sec): 3 clusters
  Score: Raw -4011748.488840 + Penalty 5063.839235 = -4006684.649606
  nChanged 139
		SP:Iteration 25Q (6115.870000 sec): 3 clusters
  Score: Raw -4011795.851852 + Penalty 5063.839235 = -4006732.012618
  nChanged 131
		SP:Iteration 26Q (6115.950000 sec): 3 clusters
  Score: Raw -4011845.928394 + Penalty 5063.839235 = -4006782.089160
  nChanged 120
		SP:Iteration 27Q (6116.030000 sec): 3 clusters
  Score: Raw -4011886.642308 + Penalty 5063.839235 = -4006822.803074
  nChanged 98
		SP:Iteration 28Q (6116.110000 sec): 3 clusters
  Score: Raw -4011917.439614 + Penalty 5063.839235 = -4006853.600379
  nChanged 81
		SP:Iteration 29Q (6116.180000 sec): 3 clusters
  Score: Raw -4011945.238261 + Penalty 5063.839235 = -4006881.399026
  nChanged 84
		SP:Iteration 30Q (6116.260000 sec): 3 clusters
  Score: Raw -4011972.579876 + Penalty 5063.839235 = -4006908.740641
  nChanged 66
		SP:Iteration 31Q (6116.330000 sec): 3 clusters
  Score: Raw -4011990.197505 + Penalty 5063.839235 = -4006926.358271
  nChanged 49
		SP:Iteration 32Q (6116.410000 sec): 3 clusters
  Score: Raw -4012004.902432 + Penalty 5063.839235 = -4006941.063197
  nChanged 40
		SP:Iteration 33Q (6116.490000 sec): 3 clusters
  Score: Raw -4012015.696580 + Penalty 5063.839235 = -4006951.857346
  nChanged 40
		SP:Iteration 34Q (6116.560000 sec): 3 clusters
  Score: Raw -4012026.265963 + Penalty 5063.839235 = -4006962.426728
  nChanged 31
		SP:Iteration 35Q (6116.640000 sec): 3 clusters
  Score: Raw -4012034.784097 + Penalty 5063.839235 = -4006970.944863
  nChanged 30
		SP:Iteration 36Q (6116.710000 sec): 3 clusters
  Score: Raw -4012044.428146 + Penalty 5063.839235 = -4006980.588912
  nChanged 40
		SP:Iteration 37Q (6116.790000 sec): 3 clusters
  Score: Raw -4012056.639869 + Penalty 5063.839235 = -4006992.800634
  nChanged 36
		SP:Iteration 38Q (6116.870000 sec): 3 clusters
  Score: Raw -4012068.038594 + Penalty 5063.839235 = -4007004.199359
  nChanged 29
		SP:Iteration 39Q (6116.940000 sec): 3 clusters
  Score: Raw -4012075.329974 + Penalty 5063.839235 = -4007011.490739
  nChanged 26
		SP:Iteration 40F (6117.040000 sec): 3 clusters
  Score: Raw -4012082.817746 + Penalty 5063.839235 = -4007018.978511
  nChanged 21
		SP:Iteration 41Q (6117.120000 sec): 3 clusters
  Score: Raw -4012088.913760 + Penalty 5063.839235 = -4007025.074525
  nChanged 25
		SP:Iteration 42Q (6117.190000 sec): 3 clusters
  Score: Raw -4012094.758363 + Penalty 5063.839235 = -4007030.919128
  nChanged 28
		SP:Iteration 43Q (6117.270000 sec): 3 clusters
  Score: Raw -4012101.570284 + Penalty 5063.839235 = -4007037.731050
  nChanged 20
		SP:Iteration 44Q (6117.340000 sec): 3 clusters
  Score: Raw -4012107.557640 + Penalty 5063.839235 = -4007043.718405
  nChanged 21
		SP:Iteration 45Q (6117.410000 sec): 3 clusters
  Score: Raw -4012114.837310 + Penalty 5063.839235 = -4007050.998075
  nChanged 26
		SP:Iteration 46Q (6117.490000 sec): 3 clusters
  Score: Raw -4012123.889378 + Penalty 5063.839235 = -4007060.050144
  nChanged 27
		SP:Iteration 47Q (6117.560000 sec): 3 clusters
  Score: Raw -4012132.634249 + Penalty 5063.839235 = -4007068.795014
  nChanged 24
		SP:Iteration 48Q (6117.640000 sec): 3 clusters
  Score: Raw -4012139.539625 + Penalty 5063.839235 = -4007075.700391
  nChanged 19
		SP:Iteration 49Q (6117.710000 sec): 3 clusters
  Score: Raw -4012144.826903 + Penalty 5063.839235 = -4007080.987669
  nChanged 19
		SP:Iteration 50Q (6117.790000 sec): 3 clusters
  Score: Raw -4012149.449872 + Penalty 5063.839235 = -4007085.610638
  nChanged 7
		SP:Iteration 51Q (6117.860000 sec): 3 clusters
  Score: Raw -4012150.772380 + Penalty 5063.839235 = -4007086.933146
  nChanged 5
		SP:Iteration 52Q (6117.930000 sec): 3 clusters
  Score: Raw -4012151.677780 + Penalty 5063.839235 = -4007087.838545
  nChanged 6
		SP:Iteration 53Q (6118.010000 sec): 3 clusters
  Score: Raw -4012153.314753 + Penalty 5063.839235 = -4007089.475518
  nChanged 5
		SP:Iteration 54Q (6118.080000 sec): 3 clusters
  Score: Raw -4012154.776655 + Penalty 5063.839235 = -4007090.937420
  nChanged 6
		SP:Iteration 55Q (6118.150000 sec): 3 clusters
  Score: Raw -4012157.713900 + Penalty 5063.839235 = -4007093.874666
  nChanged 11
		SP:Iteration 56Q (6118.230000 sec): 3 clusters
  Score: Raw -4012160.894046 + Penalty 5063.839235 = -4007097.054812
  nChanged 12
		SP:Iteration 57Q (6118.300000 sec): 3 clusters
  Score: Raw -4012164.750896 + Penalty 5063.839235 = -4007100.911662
  nChanged 17
		SP:Iteration 58Q (6118.380000 sec): 3 clusters
  Score: Raw -4012169.355222 + Penalty 5063.839235 = -4007105.515988
  nChanged 10
		SP:Iteration 59Q (6118.450000 sec): 3 clusters
  Score: Raw -4012172.187367 + Penalty 5063.839235 = -4007108.348132
  nChanged 7
		SP:Iteration 60F (6118.560000 sec): 3 clusters
  Score: Raw -4012174.467660 + Penalty 5063.839235 = -4007110.628425
  nChanged 7
		SP:Iteration 61Q (6118.630000 sec): 3 clusters
  Score: Raw -4012175.978499 + Penalty 5063.839235 = -4007112.139265
  nChanged 3
		SP:Iteration 62Q (6118.700000 sec): 3 clusters
  Score: Raw -4012176.523925 + Penalty 5063.839235 = -4007112.684691
  nChanged 5
		SP:Iteration 63Q (6118.780000 sec): 3 clusters
  Score: Raw -4012177.330564 + Penalty 5063.839235 = -4007113.491330
  nChanged 3
		SP:Iteration 64Q (6118.850000 sec): 3 clusters
  Score: Raw -4012177.820382 + Penalty 5063.839235 = -4007113.981148
  nChanged 1
		SP:Iteration 65Q (6118.930000 sec): 3 clusters
  Score: Raw -4012178.027687 + Penalty 5063.839235 = -4007114.188452
  nChanged 1
		SP:Iteration 66Q (6119.000000 sec): 3 clusters
  Score: Raw -4012178.375518 + Penalty 5063.839235 = -4007114.536283
  nChanged 2
		SP:Iteration 67Q (6119.070000 sec): 3 clusters
  Score: Raw -4012179.032840 + Penalty 5063.839235 = -4007115.193606
  nChanged 2
		SP:Iteration 68Q (6119.150000 sec): 3 clusters
  Score: Raw -4012179.746279 + Penalty 5063.839235 = -4007115.907045
  nChanged 2
		SP:Iteration 69Q (6119.220000 sec): 3 clusters
  Score: Raw -4012180.056743 + Penalty 5063.839235 = -4007116.217508
  nChanged 2
		SP:Iteration 70Q (6119.290000 sec): 3 clusters
  Score: Raw -4012180.323984 + Penalty 5063.839235 = -4007116.484749
  nChanged 0
		SP:Iteration 71F (6119.390000 sec): 3 clusters
  Score: Raw -4012180.323984 + Penalty 5063.839235 = -4007116.484749
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6119.470000 sec): 2 clusters
  Score: Raw -3327355.762257 + Penalty 2501.290992 = -3324854.471265
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6119.560000 sec): 3 clusters
  Score: Raw -3313252.432437 + Penalty 5002.581984 = -3308249.850453
  nChanged 10600
		SP:Iteration 1F (6119.650000 sec): 3 clusters
  Score: Raw -3319238.594260 + Penalty 5002.581984 = -3314236.012276
  nChanged 1389
		SP:Iteration 2F (6119.730000 sec): 3 clusters
  Score: Raw -3319887.191658 + Penalty 5002.581984 = -3314884.609673
  nChanged 1293
		SP:Iteration 3F (6119.830000 sec): 3 clusters
  Score: Raw -3320544.154269 + Penalty 5002.581984 = -3315541.572285
  nChanged 1289
		SP:Iteration 4F (6119.910000 sec): 3 clusters
  Score: Raw -3321287.597352 + Penalty 5002.581984 = -3316285.015367
  nChanged 1375
		SP:Iteration 5F (6120.000000 sec): 3 clusters
  Score: Raw -3322208.464778 + Penalty 5002.581984 = -3317205.882794
  nChanged 1424
		SP:Iteration 6F (6120.090000 sec): 3 clusters
  Score: Raw -3323216.743912 + Penalty 5002.581984 = -3318214.161927
  nChanged 1379
		SP:Iteration 7F (6120.170000 sec): 3 clusters
  Score: Raw -3324285.385150 + Penalty 5002.581984 = -3319282.803166
  nChanged 1243
		SP:Iteration 8F (6120.260000 sec): 3 clusters
  Score: Raw -3325334.584946 + Penalty 5002.581984 = -3320332.002961
  nChanged 1015
		SP:Iteration 9Q (6120.350000 sec): 3 clusters
  Score: Raw -3326267.236756 + Penalty 5002.581984 = -3321264.654771
  nChanged 689
		SP:Iteration 10Q (6120.430000 sec): 3 clusters
  Score: Raw -3326917.167191 + Penalty 5002.581984 = -3321914.585206
  nChanged 414
		SP:Iteration 11Q (6120.510000 sec): 3 clusters
  Score: Raw -3327313.014398 + Penalty 5002.581984 = -3322310.432414
  nChanged 243
		SP:Iteration 12Q (6120.580000 sec): 3 clusters
  Score: Raw -3327508.203598 + Penalty 5002.581984 = -3322505.621613
  nChanged 136
		SP:Iteration 13Q (6120.650000 sec): 3 clusters
  Score: Raw -3327610.363911 + Penalty 5002.581984 = -3322607.781927
  nChanged 91
		SP:Iteration 14Q (6120.710000 sec): 3 clusters
  Score: Raw -3327671.935464 + Penalty 5002.581984 = -3322669.353479
  nChanged 67
		SP:Iteration 15Q (6120.780000 sec): 3 clusters
  Score: Raw -3327715.837979 + Penalty 5002.581984 = -3322713.255994
  nChanged 45
		SP:Iteration 16Q (6120.840000 sec): 3 clusters
  Score: Raw -3327749.233481 + Penalty 5002.581984 = -3322746.651497
  nChanged 38
		SP:Iteration 17Q (6120.910000 sec): 3 clusters
  Score: Raw -3327778.536003 + Penalty 5002.581984 = -3322775.954019
  nChanged 28
		SP:Iteration 18Q (6120.970000 sec): 3 clusters
  Score: Raw -3327799.448769 + Penalty 5002.581984 = -3322796.866785
  nChanged 18
		SP:Iteration 19Q (6121.040000 sec): 3 clusters
  Score: Raw -3327809.807271 + Penalty 5002.581984 = -3322807.225286
  nChanged 15
		SP:Iteration 20F (6121.120000 sec): 3 clusters
  Score: Raw -3327819.832872 + Penalty 5002.581984 = -3322817.250887
  nChanged 16
		SP:Iteration 21Q (6121.190000 sec): 3 clusters
  Score: Raw -3327828.925962 + Penalty 5002.581984 = -3322826.343977
  nChanged 13
		SP:Iteration 22Q (6121.250000 sec): 3 clusters
  Score: Raw -3327834.517627 + Penalty 5002.581984 = -3322831.935642
  nChanged 8
		SP:Iteration 23Q (6121.310000 sec): 3 clusters
  Score: Raw -3327837.976869 + Penalty 5002.581984 = -3322835.394884
  nChanged 8
		SP:Iteration 24Q (6121.380000 sec): 3 clusters
  Score: Raw -3327843.856858 + Penalty 5002.581984 = -3322841.274874
  nChanged 9
		SP:Iteration 25Q (6121.440000 sec): 3 clusters
  Score: Raw -3327849.320754 + Penalty 5002.581984 = -3322846.738770
  nChanged 9
		SP:Iteration 26Q (6121.510000 sec): 3 clusters
  Score: Raw -3327853.314212 + Penalty 5002.581984 = -3322850.732228
  nChanged 5
		SP:Iteration 27Q (6121.570000 sec): 3 clusters
  Score: Raw -3327857.072402 + Penalty 5002.581984 = -3322854.490417
  nChanged 6
		SP:Iteration 28Q (6121.630000 sec): 3 clusters
  Score: Raw -3327862.961586 + Penalty 5002.581984 = -3322860.379602
  nChanged 5
		SP:Iteration 29Q (6121.700000 sec): 3 clusters
  Score: Raw -3327866.320504 + Penalty 5002.581984 = -3322863.738519
  nChanged 1
		SP:Iteration 30Q (6121.760000 sec): 3 clusters
  Score: Raw -3327866.774944 + Penalty 5002.581984 = -3322864.192960
  nChanged 1
		SP:Iteration 31Q (6121.820000 sec): 3 clusters
  Score: Raw -3327867.162606 + Penalty 5002.581984 = -3322864.580622
  nChanged 0
		SP:Iteration 32F (6121.910000 sec): 3 clusters
  Score: Raw -3327867.162606 + Penalty 5002.581984 = -3322864.580622
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6121.930000 sec): 2 clusters
  Score: Raw -493895.315700 + Penalty 2018.942818 = -491876.372882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6121.940000 sec): 3 clusters
  Score: Raw -492413.116208 + Penalty 4037.885636 = -488375.230572
  nChanged 1210
		SP:Iteration 1F (6121.950000 sec): 3 clusters
  Score: Raw -493189.851311 + Penalty 4037.885636 = -489151.965675
  nChanged 276
		SP:Iteration 2F (6121.970000 sec): 3 clusters
  Score: Raw -493418.601602 + Penalty 4037.885636 = -489380.715965
  nChanged 217
		SP:Iteration 3F (6121.980000 sec): 3 clusters
  Score: Raw -493609.873731 + Penalty 4037.885636 = -489571.988094
  nChanged 169
		SP:Iteration 4Q (6121.990000 sec): 3 clusters
  Score: Raw -493775.857248 + Penalty 4037.885636 = -489737.971611
  nChanged 168
		SP:Iteration 5Q (6122.010000 sec): 3 clusters
  Score: Raw -493958.226517 + Penalty 4037.885636 = -489920.340881
  nChanged 176
		SP:Iteration 6F (6122.020000 sec): 3 clusters
  Score: Raw -494188.752595 + Penalty 4037.885636 = -490150.866959
  nChanged 166
		SP:Iteration 7Q (6122.030000 sec): 3 clusters
  Score: Raw -494379.362782 + Penalty 4037.885636 = -490341.477146
  nChanged 124
		SP:Iteration 8Q (6122.040000 sec): 3 clusters
  Score: Raw -494524.316448 + Penalty 4037.885636 = -490486.430812
  nChanged 107
		SP:Iteration 9Q (6122.050000 sec): 3 clusters
  Score: Raw -494659.077147 + Penalty 4037.885636 = -490621.191510
  nChanged 100
		SP:Iteration 10Q (6122.070000 sec): 3 clusters
  Score: Raw -494803.256283 + Penalty 4037.885636 = -490765.370647
  nChanged 118
		SP:Iteration 11Q (6122.080000 sec): 3 clusters
  Score: Raw -494981.850625 + Penalty 4037.885636 = -490943.964988
  nChanged 116
		SP:Iteration 12Q (6122.090000 sec): 3 clusters
  Score: Raw -495149.370065 + Penalty 4037.885636 = -491111.484428
  nChanged 86
		SP:Iteration 13Q (6122.100000 sec): 3 clusters
  Score: Raw -495250.412727 + Penalty 4037.885636 = -491212.527090
  nChanged 84
		SP:Iteration 14Q (6122.110000 sec): 3 clusters
  Score: Raw -495336.883736 + Penalty 4037.885636 = -491298.998100
  nChanged 61
		SP:Iteration 15Q (6122.120000 sec): 3 clusters
  Score: Raw -495389.117768 + Penalty 4037.885636 = -491351.232132
  nChanged 54
		SP:Iteration 16Q (6122.130000 sec): 3 clusters
  Score: Raw -495430.631750 + Penalty 4037.885636 = -491392.746114
  nChanged 48
		SP:Iteration 17Q (6122.140000 sec): 3 clusters
  Score: Raw -495466.927291 + Penalty 4037.885636 = -491429.041654
  nChanged 48
		SP:Iteration 18Q (6122.150000 sec): 3 clusters
  Score: Raw -495500.255975 + Penalty 4037.885636 = -491462.370339
  nChanged 35
		SP:Iteration 19Q (6122.160000 sec): 3 clusters
  Score: Raw -495522.467478 + Penalty 4037.885636 = -491484.581841
  nChanged 28
		SP:Iteration 20F (6122.170000 sec): 3 clusters
  Score: Raw -495539.915549 + Penalty 4037.885636 = -491502.029913
  nChanged 27
		SP:Iteration 21Q (6122.190000 sec): 3 clusters
  Score: Raw -495556.696236 + Penalty 4037.885636 = -491518.810599
  nChanged 26
		SP:Iteration 22Q (6122.190000 sec): 3 clusters
  Score: Raw -495569.750241 + Penalty 4037.885636 = -491531.864605
  nChanged 15
		SP:Iteration 23Q (6122.210000 sec): 3 clusters
  Score: Raw -495574.995492 + Penalty 4037.885636 = -491537.109856
  nChanged 11
		SP:Iteration 24Q (6122.210000 sec): 3 clusters
  Score: Raw -495580.311330 + Penalty 4037.885636 = -491542.425693
  nChanged 9
		SP:Iteration 25Q (6122.230000 sec): 3 clusters
  Score: Raw -495584.130466 + Penalty 4037.885636 = -491546.244830
  nChanged 8
		SP:Iteration 26Q (6122.230000 sec): 3 clusters
  Score: Raw -495587.494411 + Penalty 4037.885636 = -491549.608774
  nChanged 4
		SP:Iteration 27Q (6122.250000 sec): 3 clusters
  Score: Raw -495588.062259 + Penalty 4037.885636 = -491550.176622
  nChanged 2
		SP:Iteration 28Q (6122.260000 sec): 3 clusters
  Score: Raw -495588.853823 + Penalty 4037.885636 = -491550.968187
  nChanged 5
		SP:Iteration 29Q (6122.270000 sec): 3 clusters
  Score: Raw -495590.900287 + Penalty 4037.885636 = -491553.014651
  nChanged 5
		SP:Iteration 30Q (6122.280000 sec): 3 clusters
  Score: Raw -495593.021256 + Penalty 4037.885636 = -491555.135620
  nChanged 4
		SP:Iteration 31Q (6122.290000 sec): 3 clusters
  Score: Raw -495595.249246 + Penalty 4037.885636 = -491557.363610
  nChanged 3
		SP:Iteration 32Q (6122.300000 sec): 3 clusters
  Score: Raw -495596.464069 + Penalty 4037.885636 = -491558.578432
  nChanged 2
		SP:Iteration 33Q (6122.310000 sec): 3 clusters
  Score: Raw -495597.189820 + Penalty 4037.885636 = -491559.304183
  nChanged 2
		SP:Iteration 34Q (6122.320000 sec): 3 clusters
  Score: Raw -495597.786656 + Penalty 4037.885636 = -491559.901019
  nChanged 1
		SP:Iteration 35Q (6122.330000 sec): 3 clusters
  Score: Raw -495597.970177 + Penalty 4037.885636 = -491560.084541
  nChanged 1
		SP:Iteration 36Q (6122.340000 sec): 3 clusters
  Score: Raw -495598.090189 + Penalty 4037.885636 = -491560.204552
  nChanged 0
		SP:Iteration 37F (6122.350000 sec): 3 clusters
  Score: Raw -495598.090189 + Penalty 4037.885636 = -491560.204552
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6122.350000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6122.360000 sec): 3 clusters
  Score: Raw -126948.035820 + Penalty 3350.283633 = -123597.752187
  nChanged 201
		SP:Iteration 1F (6122.360000 sec): 3 clusters
  Score: Raw -127195.484876 + Penalty 3350.283633 = -123845.201243
  nChanged 38
		SP:Iteration 2Q (6122.370000 sec): 3 clusters
  Score: Raw -127275.347124 + Penalty 3350.283633 = -123925.063490
  nChanged 32
		SP:Iteration 3Q (6122.370000 sec): 3 clusters
  Score: Raw -127334.115570 + Penalty 3350.283633 = -123983.831936
  nChanged 25
		SP:Iteration 4Q (6122.370000 sec): 3 clusters
  Score: Raw -127375.793814 + Penalty 3350.283633 = -124025.510181
  nChanged 9
		SP:Iteration 5Q (6122.370000 sec): 3 clusters
  Score: Raw -127389.531074 + Penalty 3350.283633 = -124039.247440
  nChanged 9
		SP:Iteration 6Q (6122.380000 sec): 3 clusters
  Score: Raw -127407.633008 + Penalty 3350.283633 = -124057.349375
  nChanged 10
		SP:Iteration 7Q (6122.380000 sec): 3 clusters
  Score: Raw -127419.041451 + Penalty 3350.283633 = -124068.757818
  nChanged 4
		SP:Iteration 8Q (6122.380000 sec): 3 clusters
  Score: Raw -127423.685976 + Penalty 3350.283633 = -124073.402343
  nChanged 3
		SP:Iteration 9Q (6122.390000 sec): 3 clusters
  Score: Raw -127427.076206 + Penalty 3350.283633 = -124076.792572
  nChanged 3
		SP:Iteration 10Q (6122.390000 sec): 3 clusters
  Score: Raw -127430.731841 + Penalty 3350.283633 = -124080.448208
  nChanged 3
		SP:Iteration 11Q (6122.390000 sec): 3 clusters
  Score: Raw -127435.819574 + Penalty 3350.283633 = -124085.535941
  nChanged 2
		SP:Iteration 12Q (6122.390000 sec): 3 clusters
  Score: Raw -127439.671705 + Penalty 3350.283633 = -124089.388071
  nChanged 2
		SP:Iteration 13Q (6122.400000 sec): 3 clusters
  Score: Raw -127441.145555 + Penalty 3350.283633 = -124090.861921
  nChanged 1
		SP:Iteration 14Q (6122.400000 sec): 3 clusters
  Score: Raw -127442.033958 + Penalty 3350.283633 = -124091.750325
  nChanged 0
		SP:Iteration 15F (6122.400000 sec): 3 clusters
  Score: Raw -127442.033958 + Penalty 3350.283633 = -124091.750325
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6122.410000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6122.410000 sec): 3 clusters
  Score: Raw -33638.118928 + Penalty 2756.186719 = -30881.932210
  nChanged 37
		SP:Iteration 1F (6122.410000 sec): 3 clusters
  Score: Raw -33759.621078 + Penalty 2756.186719 = -31003.434359
  nChanged 9
		SP:Iteration 2Q (6122.410000 sec): 3 clusters
  Score: Raw -33797.341710 + Penalty 2756.186719 = -31041.154991
  nChanged 4
		SP:Iteration 3Q (6122.410000 sec): 3 clusters
  Score: Raw -33820.702978 + Penalty 2756.186719 = -31064.516260
  nChanged 6
		SP:Iteration 4Q (6122.410000 sec): 3 clusters
  Score: Raw -33844.923068 + Penalty 2756.186719 = -31088.736349
  nChanged 4
		SP:Iteration 5Q (6122.410000 sec): 3 clusters
  Score: Raw -33852.692494 + Penalty 2756.186719 = -31096.505775
  nChanged 1
		SP:Iteration 6Q (6122.410000 sec): 3 clusters
  Score: Raw -33857.638116 + Penalty 2756.186719 = -31101.451397
  nChanged 1
		SP:Iteration 7Q (6122.410000 sec): 3 clusters
  Score: Raw -33861.262424 + Penalty 2756.186719 = -31105.075705
  nChanged 0
		SP:Iteration 8F (6122.410000 sec): 3 clusters
  Score: Raw -33861.262424 + Penalty 2756.186719 = -31105.075705
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13714 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6122.460000 sec): 2 clusters
  Score: Raw -2046937.592083 + Penalty 2362.490777 = -2044575.101306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6122.510000 sec): 3 clusters
  Score: Raw -2039165.030048 + Penalty 4724.981554 = -2034440.048494
  nChanged 5851
		SP:Iteration 1F (6122.560000 sec): 3 clusters
  Score: Raw -2042424.747410 + Penalty 4724.981554 = -2037699.765856
  nChanged 783
		SP:Iteration 2F (6122.610000 sec): 3 clusters
  Score: Raw -2042725.798994 + Penalty 4724.981554 = -2038000.817440
  nChanged 582
		SP:Iteration 3Q (6122.660000 sec): 3 clusters
  Score: Raw -2042935.468689 + Penalty 4724.981554 = -2038210.487135
  nChanged 496
		SP:Iteration 4Q (6122.710000 sec): 3 clusters
  Score: Raw -2043108.314849 + Penalty 4724.981554 = -2038383.333295
  nChanged 446
		SP:Iteration 5Q (6122.760000 sec): 3 clusters
  Score: Raw -2043244.394763 + Penalty 4724.981554 = -2038519.413209
  nChanged 383
		SP:Iteration 6Q (6122.810000 sec): 3 clusters
  Score: Raw -2043380.389673 + Penalty 4724.981554 = -2038655.408119
  nChanged 375
		SP:Iteration 7Q (6122.860000 sec): 3 clusters
  Score: Raw -2043516.994810 + Penalty 4724.981554 = -2038792.013256
  nChanged 392
		SP:Iteration 8Q (6122.910000 sec): 3 clusters
  Score: Raw -2043677.747778 + Penalty 4724.981554 = -2038952.766224
  nChanged 398
		SP:Iteration 9Q (6122.960000 sec): 3 clusters
  Score: Raw -2043844.134427 + Penalty 4724.981554 = -2039119.152873
  nChanged 450
		SP:Iteration 10Q (6123.010000 sec): 3 clusters
  Score: Raw -2044047.835651 + Penalty 4724.981554 = -2039322.854097
  nChanged 509
		SP:Iteration 11Q (6123.050000 sec): 3 clusters
  Score: Raw -2044300.954727 + Penalty 4724.981554 = -2039575.973173
  nChanged 569
		SP:Iteration 12Q (6123.110000 sec): 3 clusters
  Score: Raw -2044638.682609 + Penalty 4724.981554 = -2039913.701055
  nChanged 618
		SP:Iteration 13Q (6123.150000 sec): 3 clusters
  Score: Raw -2045029.819051 + Penalty 4724.981554 = -2040304.837497
  nChanged 591
		SP:Iteration 14Q (6123.200000 sec): 3 clusters
  Score: Raw -2045456.554955 + Penalty 4724.981554 = -2040731.573401
  nChanged 541
		SP:Iteration 15Q (6123.250000 sec): 3 clusters
  Score: Raw -2045833.263711 + Penalty 4724.981554 = -2041108.282157
  nChanged 457
		SP:Iteration 16Q (6123.300000 sec): 3 clusters
  Score: Raw -2046162.538879 + Penalty 4724.981554 = -2041437.557325
  nChanged 373
		SP:Iteration 17Q (6123.340000 sec): 3 clusters
  Score: Raw -2046435.723905 + Penalty 4724.981554 = -2041710.742351
  nChanged 281
		SP:Iteration 18Q (6123.390000 sec): 3 clusters
  Score: Raw -2046652.244528 + Penalty 4724.981554 = -2041927.262974
  nChanged 210
		SP:Iteration 19Q (6123.430000 sec): 3 clusters
  Score: Raw -2046821.292338 + Penalty 4724.981554 = -2042096.310784
  nChanged 148
		SP:Iteration 20F (6123.480000 sec): 3 clusters
  Score: Raw -2046939.849762 + Penalty 4724.981554 = -2042214.868208
  nChanged 104
		SP:Iteration 21Q (6123.520000 sec): 3 clusters
  Score: Raw -2047019.370266 + Penalty 4724.981554 = -2042294.388712
  nChanged 65
		SP:Iteration 22Q (6123.560000 sec): 3 clusters
  Score: Raw -2047071.915318 + Penalty 4724.981554 = -2042346.933764
  nChanged 58
		SP:Iteration 23Q (6123.600000 sec): 3 clusters
  Score: Raw -2047113.278898 + Penalty 4724.981554 = -2042388.297344
  nChanged 33
		SP:Iteration 24Q (6123.630000 sec): 3 clusters
  Score: Raw -2047139.448174 + Penalty 4724.981554 = -2042414.466620
  nChanged 30
		SP:Iteration 25Q (6123.670000 sec): 3 clusters
  Score: Raw -2047167.025315 + Penalty 4724.981554 = -2042442.043761
  nChanged 17
		SP:Iteration 26Q (6123.710000 sec): 3 clusters
  Score: Raw -2047182.827678 + Penalty 4724.981554 = -2042457.846124
  nChanged 23
		SP:Iteration 27Q (6123.750000 sec): 3 clusters
  Score: Raw -2047201.989114 + Penalty 4724.981554 = -2042477.007560
  nChanged 20
		SP:Iteration 28Q (6123.790000 sec): 3 clusters
  Score: Raw -2047220.150546 + Penalty 4724.981554 = -2042495.168992
  nChanged 16
		SP:Iteration 29Q (6123.820000 sec): 3 clusters
  Score: Raw -2047229.632189 + Penalty 4724.981554 = -2042504.650635
  nChanged 13
		SP:Iteration 30Q (6123.860000 sec): 3 clusters
  Score: Raw -2047236.908427 + Penalty 4724.981554 = -2042511.926873
  nChanged 4
		SP:Iteration 31Q (6123.890000 sec): 3 clusters
  Score: Raw -2047239.177171 + Penalty 4724.981554 = -2042514.195617
  nChanged 1
		SP:Iteration 32Q (6123.930000 sec): 3 clusters
  Score: Raw -2047240.579582 + Penalty 4724.981554 = -2042515.598028
  nChanged 4
		SP:Iteration 33Q (6123.970000 sec): 3 clusters
  Score: Raw -2047244.301567 + Penalty 4724.981554 = -2042519.320013
  nChanged 5
		SP:Iteration 34Q (6124.010000 sec): 3 clusters
  Score: Raw -2047249.188246 + Penalty 4724.981554 = -2042524.206692
  nChanged 2
		SP:Iteration 35Q (6124.040000 sec): 3 clusters
  Score: Raw -2047250.860379 + Penalty 4724.981554 = -2042525.878825
  nChanged 3
		SP:Iteration 36Q (6124.080000 sec): 3 clusters
  Score: Raw -2047255.382564 + Penalty 4724.981554 = -2042530.401010
  nChanged 4
		SP:Iteration 37Q (6124.110000 sec): 3 clusters
  Score: Raw -2047258.213771 + Penalty 4724.981554 = -2042533.232217
  nChanged 3
		SP:Iteration 38Q (6124.150000 sec): 3 clusters
  Score: Raw -2047260.260029 + Penalty 4724.981554 = -2042535.278475
  nChanged 6
		SP:Iteration 39Q (6124.190000 sec): 3 clusters
  Score: Raw -2047267.969718 + Penalty 4724.981554 = -2042542.988164
  nChanged 5
		SP:Iteration 40F (6124.240000 sec): 3 clusters
  Score: Raw -2047271.290810 + Penalty 4724.981554 = -2042546.309256
  nChanged 6
		SP:Iteration 41Q (6124.270000 sec): 3 clusters
  Score: Raw -2047274.997764 + Penalty 4724.981554 = -2042550.016210
  nChanged 5
		SP:Iteration 42Q (6124.310000 sec): 3 clusters
  Score: Raw -2047279.466421 + Penalty 4724.981554 = -2042554.484867
  nChanged 2
		SP:Iteration 43Q (6124.350000 sec): 3 clusters
  Score: Raw -2047280.613829 + Penalty 4724.981554 = -2042555.632275
  nChanged 0
		SP:Iteration 44F (6124.390000 sec): 3 clusters
  Score: Raw -2047280.613829 + Penalty 4724.981554 = -2042555.632275
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69755 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6124.630000 sec): 2 clusters
  Score: Raw -10200814.141916 + Penalty 2765.880607 = -10198048.261310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6124.890000 sec): 3 clusters
  Score: Raw -10156667.496323 + Penalty 5531.761213 = -10151135.735109
  nChanged 32657
		SP:Iteration 1F (6125.150000 sec): 3 clusters
  Score: Raw -10174980.251754 + Penalty 5531.761213 = -10169448.490541
  nChanged 2432
		SP:Iteration 2Q (6125.410000 sec): 3 clusters
  Score: Raw -10175554.279123 + Penalty 5531.761213 = -10170022.517910
  nChanged 2234
		SP:Iteration 3Q (6125.670000 sec): 3 clusters
  Score: Raw -10176108.928343 + Penalty 5531.761213 = -10170577.167130
  nChanged 2299
		SP:Iteration 4Q (6125.930000 sec): 3 clusters
  Score: Raw -10176762.725549 + Penalty 5531.761213 = -10171230.964335
  nChanged 2347
		SP:Iteration 5Q (6126.200000 sec): 3 clusters
  Score: Raw -10177524.427397 + Penalty 5531.761213 = -10171992.666183
  nChanged 2600
		SP:Iteration 6Q (6126.470000 sec): 3 clusters
  Score: Raw -10178528.712823 + Penalty 5531.761213 = -10172996.951610
  nChanged 2866
		SP:Iteration 7Q (6126.730000 sec): 3 clusters
  Score: Raw -10179746.702495 + Penalty 5531.761213 = -10174214.941282
  nChanged 3039
		SP:Iteration 8Q (6126.990000 sec): 3 clusters
  Score: Raw -10181198.831075 + Penalty 5531.761213 = -10175667.069862
  nChanged 3238
		SP:Iteration 9Q (6127.250000 sec): 3 clusters
  Score: Raw -10182982.145507 + Penalty 5531.761213 = -10177450.384294
  nChanged 3408
		SP:Iteration 10Q (6127.510000 sec): 3 clusters
  Score: Raw -10184917.408504 + Penalty 5531.761213 = -10179385.647291
  nChanged 3410
		SP:Iteration 11Q (6127.770000 sec): 3 clusters
  Score: Raw -10187033.868553 + Penalty 5531.761213 = -10181502.107340
  nChanged 3508
		SP:Iteration 12F (6128.030000 sec): 3 clusters
  Score: Raw -10189270.833715 + Penalty 5531.761213 = -10183739.072502
  nChanged 3584
		SP:Iteration 13F (6128.300000 sec): 3 clusters
  Score: Raw -10191645.392119 + Penalty 5531.761213 = -10186113.630906
  nChanged 3510
		SP:Iteration 14F (6128.560000 sec): 3 clusters
  Score: Raw -10194020.793652 + Penalty 5531.761213 = -10188489.032438
  nChanged 3222
		SP:Iteration 15Q (6128.800000 sec): 3 clusters
  Score: Raw -10196150.403202 + Penalty 5531.761213 = -10190618.641988
  nChanged 2517
		SP:Iteration 16Q (6129.020000 sec): 3 clusters
  Score: Raw -10197726.945627 + Penalty 5531.761213 = -10192195.184413
  nChanged 1882
		SP:Iteration 17Q (6129.240000 sec): 3 clusters
  Score: Raw -10198874.492013 + Penalty 5531.761213 = -10193342.730799
  nChanged 1328
		SP:Iteration 18Q (6129.450000 sec): 3 clusters
  Score: Raw -10199624.290725 + Penalty 5531.761213 = -10194092.529512
  nChanged 882
		SP:Iteration 19Q (6129.650000 sec): 3 clusters
  Score: Raw -10200132.679013 + Penalty 5531.761213 = -10194600.917800
  nChanged 600
		SP:Iteration 20F (6129.910000 sec): 3 clusters
  Score: Raw -10200485.920839 + Penalty 5531.761213 = -10194954.159626
  nChanged 396
		SP:Iteration 21Q (6130.110000 sec): 3 clusters
  Score: Raw -10200715.634528 + Penalty 5531.761213 = -10195183.873315
  nChanged 275
		SP:Iteration 22Q (6130.300000 sec): 3 clusters
  Score: Raw -10200875.314233 + Penalty 5531.761213 = -10195343.553020
  nChanged 177
		SP:Iteration 23Q (6130.490000 sec): 3 clusters
  Score: Raw -10200976.427606 + Penalty 5531.761213 = -10195444.666392
  nChanged 138
		SP:Iteration 24Q (6130.680000 sec): 3 clusters
  Score: Raw -10201058.056170 + Penalty 5531.761213 = -10195526.294957
  nChanged 101
		SP:Iteration 25Q (6130.860000 sec): 3 clusters
  Score: Raw -10201114.642369 + Penalty 5531.761213 = -10195582.881155
  nChanged 87
		SP:Iteration 26Q (6131.040000 sec): 3 clusters
  Score: Raw -10201159.822561 + Penalty 5531.761213 = -10195628.061348
  nChanged 62
		SP:Iteration 27Q (6131.230000 sec): 3 clusters
  Score: Raw -10201194.820259 + Penalty 5531.761213 = -10195663.059045
  nChanged 43
		SP:Iteration 28Q (6131.410000 sec): 3 clusters
  Score: Raw -10201216.356367 + Penalty 5531.761213 = -10195684.595153
  nChanged 28
		SP:Iteration 29Q (6131.590000 sec): 3 clusters
  Score: Raw -10201231.408449 + Penalty 5531.761213 = -10195699.647236
  nChanged 25
		SP:Iteration 30Q (6131.770000 sec): 3 clusters
  Score: Raw -10201244.072134 + Penalty 5531.761213 = -10195712.310921
  nChanged 18
		SP:Iteration 31Q (6131.950000 sec): 3 clusters
  Score: Raw -10201253.103383 + Penalty 5531.761213 = -10195721.342170
  nChanged 18
		SP:Iteration 32Q (6132.130000 sec): 3 clusters
  Score: Raw -10201261.687663 + Penalty 5531.761213 = -10195729.926449
  nChanged 16
		SP:Iteration 33Q (6132.310000 sec): 3 clusters
  Score: Raw -10201269.934299 + Penalty 5531.761213 = -10195738.173086
  nChanged 12
		SP:Iteration 34Q (6132.500000 sec): 3 clusters
  Score: Raw -10201276.721122 + Penalty 5531.761213 = -10195744.959909
  nChanged 10
		SP:Iteration 35Q (6132.680000 sec): 3 clusters
  Score: Raw -10201281.244970 + Penalty 5531.761213 = -10195749.483757
  nChanged 7
		SP:Iteration 36Q (6132.860000 sec): 3 clusters
  Score: Raw -10201284.049799 + Penalty 5531.761213 = -10195752.288585
  nChanged 3
		SP:Iteration 37Q (6133.040000 sec): 3 clusters
  Score: Raw -10201286.433945 + Penalty 5531.761213 = -10195754.672732
  nChanged 1
		SP:Iteration 38Q (6133.220000 sec): 3 clusters
  Score: Raw -10201286.965287 + Penalty 5531.761213 = -10195755.204073
  nChanged 2
		SP:Iteration 39Q (6133.400000 sec): 3 clusters
  Score: Raw -10201287.746057 + Penalty 5531.761213 = -10195755.984843
  nChanged 3
		SP:Iteration 40F (6133.650000 sec): 3 clusters
  Score: Raw -10201289.054897 + Penalty 5531.761213 = -10195757.293684
  nChanged 2
		SP:Iteration 41Q (6133.830000 sec): 3 clusters
  Score: Raw -10201289.857367 + Penalty 5531.761213 = -10195758.096153
  nChanged 5
		SP:Iteration 42Q (6134.010000 sec): 3 clusters
  Score: Raw -10201293.006110 + Penalty 5531.761213 = -10195761.244897
  nChanged 7
		SP:Iteration 43Q (6134.200000 sec): 3 clusters
  Score: Raw -10201296.951698 + Penalty 5531.761213 = -10195765.190485
  nChanged 5
		SP:Iteration 44Q (6134.380000 sec): 3 clusters
  Score: Raw -10201299.730139 + Penalty 5531.761213 = -10195767.968925
  nChanged 9
		SP:Iteration 45Q (6134.560000 sec): 3 clusters
  Score: Raw -10201304.691067 + Penalty 5531.761213 = -10195772.929854
  nChanged 9
		SP:Iteration 46Q (6134.740000 sec): 3 clusters
  Score: Raw -10201309.060595 + Penalty 5531.761213 = -10195777.299381
  nChanged 1
		SP:Iteration 47Q (6134.920000 sec): 3 clusters
  Score: Raw -10201309.403539 + Penalty 5531.761213 = -10195777.642326
  nChanged 4
		SP:Iteration 48Q (6135.100000 sec): 3 clusters
  Score: Raw -10201311.262325 + Penalty 5531.761213 = -10195779.501112
  nChanged 2
		SP:Iteration 49Q (6135.280000 sec): 3 clusters
  Score: Raw -10201312.555419 + Penalty 5531.761213 = -10195780.794206
  nChanged 1
		SP:Iteration 50Q (6135.460000 sec): 3 clusters
  Score: Raw -10201313.251567 + Penalty 5531.761213 = -10195781.490354
  nChanged 1
		SP:Iteration 51Q (6135.640000 sec): 3 clusters
  Score: Raw -10201313.608756 + Penalty 5531.761213 = -10195781.847542
  nChanged 0
		SP:Iteration 52F (6135.900000 sec): 3 clusters
  Score: Raw -10201313.608756 + Penalty 5531.761213 = -10195781.847542
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6135.940000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6135.950000 sec): 3 clusters
  Score: Raw -385239.402460 + Penalty 3923.652944 = -381315.749517
  nChanged 919
		SP:Iteration 1F (6135.960000 sec): 3 clusters
  Score: Raw -385827.468568 + Penalty 3923.652944 = -381903.815624
  nChanged 215
		SP:Iteration 2F (6135.970000 sec): 3 clusters
  Score: Raw -385988.943601 + Penalty 3923.652944 = -382065.290657
  nChanged 119
		SP:Iteration 3Q (6135.980000 sec): 3 clusters
  Score: Raw -386063.493424 + Penalty 3923.652944 = -382139.840481
  nChanged 71
		SP:Iteration 4Q (6135.990000 sec): 3 clusters
  Score: Raw -386104.270055 + Penalty 3923.652944 = -382180.617111
  nChanged 46
		SP:Iteration 5Q (6136.000000 sec): 3 clusters
  Score: Raw -386131.179312 + Penalty 3923.652944 = -382207.526369
  nChanged 37
		SP:Iteration 6Q (6136.010000 sec): 3 clusters
  Score: Raw -386152.832406 + Penalty 3923.652944 = -382229.179462
  nChanged 38
		SP:Iteration 7Q (6136.020000 sec): 3 clusters
  Score: Raw -386174.882372 + Penalty 3923.652944 = -382251.229428
  nChanged 26
		SP:Iteration 8Q (6136.030000 sec): 3 clusters
  Score: Raw -386186.255580 + Penalty 3923.652944 = -382262.602636
  nChanged 19
		SP:Iteration 9Q (6136.030000 sec): 3 clusters
  Score: Raw -386193.877937 + Penalty 3923.652944 = -382270.224994
  nChanged 7
		SP:Iteration 10Q (6136.050000 sec): 3 clusters
  Score: Raw -386197.339175 + Penalty 3923.652944 = -382273.686232
  nChanged 10
		SP:Iteration 11Q (6136.050000 sec): 3 clusters
  Score: Raw -386200.542710 + Penalty 3923.652944 = -382276.889767
  nChanged 6
		SP:Iteration 12Q (6136.070000 sec): 3 clusters
  Score: Raw -386203.278197 + Penalty 3923.652944 = -382279.625254
  nChanged 5
		SP:Iteration 13Q (6136.070000 sec): 3 clusters
  Score: Raw -386205.280653 + Penalty 3923.652944 = -382281.627709
  nChanged 4
		SP:Iteration 14Q (6136.090000 sec): 3 clusters
  Score: Raw -386206.760268 + Penalty 3923.652944 = -382283.107325
  nChanged 3
		SP:Iteration 15Q (6136.090000 sec): 3 clusters
  Score: Raw -386207.830851 + Penalty 3923.652944 = -382284.177907
  nChanged 2
		SP:Iteration 16Q (6136.110000 sec): 3 clusters
  Score: Raw -386208.625285 + Penalty 3923.652944 = -382284.972342
  nChanged 1
		SP:Iteration 17Q (6136.110000 sec): 3 clusters
  Score: Raw -386210.998212 + Penalty 3923.652944 = -382287.345269
  nChanged 3
		SP:Iteration 18Q (6136.130000 sec): 3 clusters
  Score: Raw -386212.060766 + Penalty 3923.652944 = -382288.407823
  nChanged 2
		SP:Iteration 19Q (6136.130000 sec): 3 clusters
  Score: Raw -386213.141562 + Penalty 3923.652944 = -382289.488618
  nChanged 2
		SP:Iteration 20F (6136.140000 sec): 3 clusters
  Score: Raw -386214.656488 + Penalty 3923.652944 = -382291.003545
  nChanged 5
		SP:Iteration 21Q (6136.150000 sec): 3 clusters
  Score: Raw -386217.394646 + Penalty 3923.652944 = -382293.741703
  nChanged 5
		SP:Iteration 22Q (6136.160000 sec): 3 clusters
  Score: Raw -386219.904182 + Penalty 3923.652944 = -382296.251239
  nChanged 2
		SP:Iteration 23Q (6136.170000 sec): 3 clusters
  Score: Raw -386220.473563 + Penalty 3923.652944 = -382296.820619
  nChanged 1
		SP:Iteration 24Q (6136.180000 sec): 3 clusters
  Score: Raw -386221.008880 + Penalty 3923.652944 = -382297.355936
  nChanged 2
		SP:Iteration 25Q (6136.190000 sec): 3 clusters
  Score: Raw -386222.566151 + Penalty 3923.652944 = -382298.913208
  nChanged 5
		SP:Iteration 26Q (6136.200000 sec): 3 clusters
  Score: Raw -386224.354829 + Penalty 3923.652944 = -382300.701886
  nChanged 1
		SP:Iteration 27Q (6136.210000 sec): 3 clusters
  Score: Raw -386224.717558 + Penalty 3923.652944 = -382301.064614
  nChanged 0
		SP:Iteration 28F (6136.220000 sec): 3 clusters
  Score: Raw -386224.717558 + Penalty 3923.652944 = -382301.064614
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6136.230000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6136.230000 sec): 3 clusters
  Score: Raw -168865.452315 + Penalty 3494.272938 = -165371.179377
  nChanged 287
		SP:Iteration 1F (6136.240000 sec): 3 clusters
  Score: Raw -169157.405127 + Penalty 3494.272938 = -165663.132189
  nChanged 74
		SP:Iteration 2F (6136.240000 sec): 3 clusters
  Score: Raw -169248.439328 + Penalty 3494.272938 = -165754.166390
  nChanged 42
		SP:Iteration 3Q (6136.250000 sec): 3 clusters
  Score: Raw -169306.428432 + Penalty 3494.272938 = -165812.155494
  nChanged 23
		SP:Iteration 4Q (6136.250000 sec): 3 clusters
  Score: Raw -169334.743646 + Penalty 3494.272938 = -165840.470708
  nChanged 11
		SP:Iteration 5Q (6136.250000 sec): 3 clusters
  Score: Raw -169346.790772 + Penalty 3494.272938 = -165852.517834
  nChanged 9
		SP:Iteration 6Q (6136.260000 sec): 3 clusters
  Score: Raw -169354.921827 + Penalty 3494.272938 = -165860.648889
  nChanged 3
		SP:Iteration 7Q (6136.260000 sec): 3 clusters
  Score: Raw -169357.793908 + Penalty 3494.272938 = -165863.520970
  nChanged 3
		SP:Iteration 8Q (6136.270000 sec): 3 clusters
  Score: Raw -169360.076210 + Penalty 3494.272938 = -165865.803271
  nChanged 1
		SP:Iteration 9Q (6136.270000 sec): 3 clusters
  Score: Raw -169360.460339 + Penalty 3494.272938 = -165866.187401
  nChanged 1
		SP:Iteration 10Q (6136.270000 sec): 3 clusters
  Score: Raw -169361.298594 + Penalty 3494.272938 = -165867.025655
  nChanged 2
		SP:Iteration 11Q (6136.280000 sec): 3 clusters
  Score: Raw -169361.999954 + Penalty 3494.272938 = -165867.727016
  nChanged 0
		SP:Iteration 12F (6136.280000 sec): 3 clusters
  Score: Raw -169361.999954 + Penalty 3494.272938 = -165867.727016
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6136.290000 sec): 2 clusters
  Score: Raw -256828.957112 + Penalty 1864.479917 = -254964.477195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6136.300000 sec): 3 clusters
  Score: Raw -256212.341505 + Penalty 3728.959834 = -252483.381671
  nChanged 598
		SP:Iteration 1F (6136.300000 sec): 3 clusters
  Score: Raw -256714.928652 + Penalty 3728.959834 = -252985.968818
  nChanged 124
		SP:Iteration 2F (6136.310000 sec): 3 clusters
  Score: Raw -256851.932478 + Penalty 3728.959834 = -253122.972644
  nChanged 76
		SP:Iteration 3Q (6136.320000 sec): 3 clusters
  Score: Raw -256928.691268 + Penalty 3728.959834 = -253199.731434
  nChanged 40
		SP:Iteration 4Q (6136.320000 sec): 3 clusters
  Score: Raw -256963.335461 + Penalty 3728.959834 = -253234.375628
  nChanged 32
		SP:Iteration 5Q (6136.330000 sec): 3 clusters
  Score: Raw -256987.874023 + Penalty 3728.959834 = -253258.914189
  nChanged 27
		SP:Iteration 6Q (6136.340000 sec): 3 clusters
  Score: Raw -257010.661283 + Penalty 3728.959834 = -253281.701449
  nChanged 21
		SP:Iteration 7Q (6136.340000 sec): 3 clusters
  Score: Raw -257082.466341 + Penalty 3728.959834 = -253353.506507
  nChanged 30
		SP:Iteration 8Q (6136.350000 sec): 3 clusters
  Score: Raw -257199.445533 + Penalty 3728.959834 = -253470.485699
  nChanged 49
		SP:Iteration 9Q (6136.350000 sec): 3 clusters
  Score: Raw -257287.904679 + Penalty 3728.959834 = -253558.944845
  nChanged 48
		SP:Iteration 10Q (6136.360000 sec): 3 clusters
  Score: Raw -257335.741138 + Penalty 3728.959834 = -253606.781305
  nChanged 38
		SP:Iteration 11Q (6136.370000 sec): 3 clusters
  Score: Raw -257373.701017 + Penalty 3728.959834 = -253644.741183
  nChanged 43
		SP:Iteration 12Q (6136.370000 sec): 3 clusters
  Score: Raw -257413.400980 + Penalty 3728.959834 = -253684.441146
  nChanged 40
		SP:Iteration 13Q (6136.380000 sec): 3 clusters
  Score: Raw -257443.259508 + Penalty 3728.959834 = -253714.299674
  nChanged 43
		SP:Iteration 14Q (6136.390000 sec): 3 clusters
  Score: Raw -257482.269726 + Penalty 3728.959834 = -253753.309892
  nChanged 36
		SP:Iteration 15Q (6136.390000 sec): 3 clusters
  Score: Raw -257510.990815 + Penalty 3728.959834 = -253782.030981
  nChanged 33
		SP:Iteration 16Q (6136.400000 sec): 3 clusters
  Score: Raw -257535.472897 + Penalty 3728.959834 = -253806.513063
  nChanged 27
		SP:Iteration 17Q (6136.400000 sec): 3 clusters
  Score: Raw -257558.750792 + Penalty 3728.959834 = -253829.790958
  nChanged 25
		SP:Iteration 18Q (6136.410000 sec): 3 clusters
  Score: Raw -257578.069450 + Penalty 3728.959834 = -253849.109616
  nChanged 21
		SP:Iteration 19Q (6136.420000 sec): 3 clusters
  Score: Raw -257594.455750 + Penalty 3728.959834 = -253865.495916
  nChanged 23
		SP:Iteration 20F (6136.420000 sec): 3 clusters
  Score: Raw -257612.627534 + Penalty 3728.959834 = -253883.667701
  nChanged 21
		SP:Iteration 21Q (6136.430000 sec): 3 clusters
  Score: Raw -257630.875050 + Penalty 3728.959834 = -253901.915216
  nChanged 22
		SP:Iteration 22Q (6136.430000 sec): 3 clusters
  Score: Raw -257647.799288 + Penalty 3728.959834 = -253918.839454
  nChanged 18
		SP:Iteration 23Q (6136.440000 sec): 3 clusters
  Score: Raw -257665.011057 + Penalty 3728.959834 = -253936.051223
  nChanged 18
		SP:Iteration 24Q (6136.450000 sec): 3 clusters
  Score: Raw -257684.030372 + Penalty 3728.959834 = -253955.070538
  nChanged 23
		SP:Iteration 25Q (6136.450000 sec): 3 clusters
  Score: Raw -257709.531332 + Penalty 3728.959834 = -253980.571498
  nChanged 23
		SP:Iteration 26Q (6136.460000 sec): 3 clusters
  Score: Raw -257729.153338 + Penalty 3728.959834 = -254000.193505
  nChanged 21
		SP:Iteration 27Q (6136.470000 sec): 3 clusters
  Score: Raw -257752.583553 + Penalty 3728.959834 = -254023.623720
  nChanged 15
		SP:Iteration 28Q (6136.470000 sec): 3 clusters
  Score: Raw -257766.203748 + Penalty 3728.959834 = -254037.243915
  nChanged 9
		SP:Iteration 29Q (6136.480000 sec): 3 clusters
  Score: Raw -257775.170359 + Penalty 3728.959834 = -254046.210526
  nChanged 10
		SP:Iteration 30Q (6136.490000 sec): 3 clusters
  Score: Raw -257784.169691 + Penalty 3728.959834 = -254055.209857
  nChanged 2
		SP:Iteration 31Q (6136.490000 sec): 3 clusters
  Score: Raw -257785.480151 + Penalty 3728.959834 = -254056.520317
  nChanged 4
		SP:Iteration 32Q (6136.500000 sec): 3 clusters
  Score: Raw -257788.764744 + Penalty 3728.959834 = -254059.804910
  nChanged 4
		SP:Iteration 33Q (6136.510000 sec): 3 clusters
  Score: Raw -257792.193787 + Penalty 3728.959834 = -254063.233953
  nChanged 5
		SP:Iteration 34Q (6136.510000 sec): 3 clusters
  Score: Raw -257795.084727 + Penalty 3728.959834 = -254066.124893
  nChanged 3
		SP:Iteration 35Q (6136.520000 sec): 3 clusters
  Score: Raw -257796.543557 + Penalty 3728.959834 = -254067.583724
  nChanged 1
		SP:Iteration 36Q (6136.530000 sec): 3 clusters
  Score: Raw -257796.771120 + Penalty 3728.959834 = -254067.811286
  nChanged 1
		SP:Iteration 37Q (6136.540000 sec): 3 clusters
  Score: Raw -257797.088002 + Penalty 3728.959834 = -254068.128169
  nChanged 0
		SP:Iteration 38F (6136.540000 sec): 3 clusters
  Score: Raw -257797.088002 + Penalty 3728.959834 = -254068.128169
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10982 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6136.580000 sec): 2 clusters
  Score: Raw -1678114.868052 + Penalty 2307.395186 = -1675807.472866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6136.620000 sec): 3 clusters
  Score: Raw -1672086.046735 + Penalty 4614.790373 = -1667471.256363
  nChanged 4584
		SP:Iteration 1F (6136.660000 sec): 3 clusters
  Score: Raw -1674592.894299 + Penalty 4614.790373 = -1669978.103926
  nChanged 695
		SP:Iteration 2F (6136.700000 sec): 3 clusters
  Score: Raw -1674908.148884 + Penalty 4614.790373 = -1670293.358512
  nChanged 535
		SP:Iteration 3Q (6136.740000 sec): 3 clusters
  Score: Raw -1675153.689302 + Penalty 4614.790373 = -1670538.898929
  nChanged 513
		SP:Iteration 4Q (6136.780000 sec): 3 clusters
  Score: Raw -1675395.827561 + Penalty 4614.790373 = -1670781.037188
  nChanged 516
		SP:Iteration 5Q (6136.820000 sec): 3 clusters
  Score: Raw -1675696.875898 + Penalty 4614.790373 = -1671082.085525
  nChanged 555
		SP:Iteration 6F (6136.860000 sec): 3 clusters
  Score: Raw -1676081.184498 + Penalty 4614.790373 = -1671466.394126
  nChanged 610
		SP:Iteration 7F (6136.900000 sec): 3 clusters
  Score: Raw -1676549.649155 + Penalty 4614.790373 = -1671934.858783
  nChanged 574
		SP:Iteration 8F (6136.940000 sec): 3 clusters
  Score: Raw -1677051.846901 + Penalty 4614.790373 = -1672437.056528
  nChanged 486
		SP:Iteration 9Q (6136.980000 sec): 3 clusters
  Score: Raw -1677479.239122 + Penalty 4614.790373 = -1672864.448749
  nChanged 342
		SP:Iteration 10Q (6137.010000 sec): 3 clusters
  Score: Raw -1677809.633055 + Penalty 4614.790373 = -1673194.842683
  nChanged 237
		SP:Iteration 11Q (6137.050000 sec): 3 clusters
  Score: Raw -1678030.355360 + Penalty 4614.790373 = -1673415.564988
  nChanged 132
		SP:Iteration 12Q (6137.080000 sec): 3 clusters
  Score: Raw -1678176.644898 + Penalty 4614.790373 = -1673561.854525
  nChanged 66
		SP:Iteration 13Q (6137.110000 sec): 3 clusters
  Score: Raw -1678252.125997 + Penalty 4614.790373 = -1673637.335624
  nChanged 44
		SP:Iteration 14Q (6137.140000 sec): 3 clusters
  Score: Raw -1678306.196410 + Penalty 4614.790373 = -1673691.406038
  nChanged 31
		SP:Iteration 15Q (6137.180000 sec): 3 clusters
  Score: Raw -1678342.531258 + Penalty 4614.790373 = -1673727.740886
  nChanged 15
		SP:Iteration 16Q (6137.200000 sec): 3 clusters
  Score: Raw -1678360.184773 + Penalty 4614.790373 = -1673745.394400
  nChanged 10
		SP:Iteration 17Q (6137.240000 sec): 3 clusters
  Score: Raw -1678370.077419 + Penalty 4614.790373 = -1673755.287047
  nChanged 2
		SP:Iteration 18Q (6137.260000 sec): 3 clusters
  Score: Raw -1678372.624046 + Penalty 4614.790373 = -1673757.833674
  nChanged 2
		SP:Iteration 19Q (6137.290000 sec): 3 clusters
  Score: Raw -1678375.376437 + Penalty 4614.790373 = -1673760.586065
  nChanged 4
		SP:Iteration 20F (6137.330000 sec): 3 clusters
  Score: Raw -1678381.694102 + Penalty 4614.790373 = -1673766.903730
  nChanged 1
		SP:Iteration 21Q (6137.360000 sec): 3 clusters
  Score: Raw -1678383.828456 + Penalty 4614.790373 = -1673769.038083
  nChanged 3
		SP:Iteration 22Q (6137.390000 sec): 3 clusters
  Score: Raw -1678386.640938 + Penalty 4614.790373 = -1673771.850565
  nChanged 2
		SP:Iteration 23Q (6137.420000 sec): 3 clusters
  Score: Raw -1678389.390267 + Penalty 4614.790373 = -1673774.599894
  nChanged 2
		SP:Iteration 24Q (6137.450000 sec): 3 clusters
  Score: Raw -1678391.896658 + Penalty 4614.790373 = -1673777.106285
  nChanged 0
		SP:Iteration 25F (6137.490000 sec): 3 clusters
  Score: Raw -1678391.896658 + Penalty 4614.790373 = -1673777.106285
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6137.540000 sec): 2 clusters
  Score: Raw -1982916.566725 + Penalty 2369.286700 = -1980547.280025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6137.580000 sec): 3 clusters
  Score: Raw -1975039.099029 + Penalty 4738.573400 = -1970300.525629
  nChanged 5933
		SP:Iteration 1F (6137.640000 sec): 3 clusters
  Score: Raw -1978238.729919 + Penalty 4738.573400 = -1973500.156519
  nChanged 911
		SP:Iteration 2F (6137.690000 sec): 3 clusters
  Score: Raw -1978648.720993 + Penalty 4738.573400 = -1973910.147593
  nChanged 723
		SP:Iteration 3F (6137.740000 sec): 3 clusters
  Score: Raw -1978955.629837 + Penalty 4738.573400 = -1974217.056437
  nChanged 664
		SP:Iteration 4Q (6137.790000 sec): 3 clusters
  Score: Raw -1979264.268856 + Penalty 4738.573400 = -1974525.695456
  nChanged 603
		SP:Iteration 5Q (6137.840000 sec): 3 clusters
  Score: Raw -1979540.617900 + Penalty 4738.573400 = -1974802.044500
  nChanged 574
		SP:Iteration 6Q (6137.890000 sec): 3 clusters
  Score: Raw -1979823.698970 + Penalty 4738.573400 = -1975085.125569
  nChanged 563
		SP:Iteration 7Q (6137.940000 sec): 3 clusters
  Score: Raw -1980115.043247 + Penalty 4738.573400 = -1975376.469846
  nChanged 514
		SP:Iteration 8Q (6137.990000 sec): 3 clusters
  Score: Raw -1980398.771537 + Penalty 4738.573400 = -1975660.198137
  nChanged 520
		SP:Iteration 9Q (6138.040000 sec): 3 clusters
  Score: Raw -1980739.745567 + Penalty 4738.573400 = -1976001.172167
  nChanged 597
		SP:Iteration 10Q (6138.100000 sec): 3 clusters
  Score: Raw -1981167.506283 + Penalty 4738.573400 = -1976428.932883
  nChanged 593
		SP:Iteration 11Q (6138.140000 sec): 3 clusters
  Score: Raw -1981603.620916 + Penalty 4738.573400 = -1976865.047516
  nChanged 552
		SP:Iteration 12Q (6138.190000 sec): 3 clusters
  Score: Raw -1981987.198239 + Penalty 4738.573400 = -1977248.624839
  nChanged 450
		SP:Iteration 13Q (6138.240000 sec): 3 clusters
  Score: Raw -1982277.034435 + Penalty 4738.573400 = -1977538.461035
  nChanged 374
		SP:Iteration 14Q (6138.290000 sec): 3 clusters
  Score: Raw -1982499.147974 + Penalty 4738.573400 = -1977760.574573
  nChanged 297
		SP:Iteration 15Q (6138.340000 sec): 3 clusters
  Score: Raw -1982669.533995 + Penalty 4738.573400 = -1977930.960595
  nChanged 266
		SP:Iteration 16Q (6138.380000 sec): 3 clusters
  Score: Raw -1982827.160134 + Penalty 4738.573400 = -1978088.586734
  nChanged 251
		SP:Iteration 17Q (6138.430000 sec): 3 clusters
  Score: Raw -1983002.017936 + Penalty 4738.573400 = -1978263.444535
  nChanged 256
		SP:Iteration 18Q (6138.470000 sec): 3 clusters
  Score: Raw -1983183.513373 + Penalty 4738.573400 = -1978444.939973
  nChanged 223
		SP:Iteration 19Q (6138.520000 sec): 3 clusters
  Score: Raw -1983349.579169 + Penalty 4738.573400 = -1978611.005769
  nChanged 198
		SP:Iteration 20F (6138.570000 sec): 3 clusters
  Score: Raw -1983517.321389 + Penalty 4738.573400 = -1978778.747989
  nChanged 202
		SP:Iteration 21Q (6138.610000 sec): 3 clusters
  Score: Raw -1983670.998889 + Penalty 4738.573400 = -1978932.425489
  nChanged 165
		SP:Iteration 22Q (6138.660000 sec): 3 clusters
  Score: Raw -1983780.784426 + Penalty 4738.573400 = -1979042.211026
  nChanged 116
		SP:Iteration 23Q (6138.700000 sec): 3 clusters
  Score: Raw -1983837.410838 + Penalty 4738.573400 = -1979098.837438
  nChanged 93
		SP:Iteration 24Q (6138.740000 sec): 3 clusters
  Score: Raw -1983873.438518 + Penalty 4738.573400 = -1979134.865118
  nChanged 67
		SP:Iteration 25Q (6138.780000 sec): 3 clusters
  Score: Raw -1983899.140626 + Penalty 4738.573400 = -1979160.567226
  nChanged 57
		SP:Iteration 26Q (6138.820000 sec): 3 clusters
  Score: Raw -1983918.637029 + Penalty 4738.573400 = -1979180.063629
  nChanged 38
		SP:Iteration 27Q (6138.860000 sec): 3 clusters
  Score: Raw -1983930.275925 + Penalty 4738.573400 = -1979191.702525
  nChanged 30
		SP:Iteration 28Q (6138.900000 sec): 3 clusters
  Score: Raw -1983936.761488 + Penalty 4738.573400 = -1979198.188087
  nChanged 16
		SP:Iteration 29Q (6138.940000 sec): 3 clusters
  Score: Raw -1983940.803403 + Penalty 4738.573400 = -1979202.230003
  nChanged 15
		SP:Iteration 30Q (6138.980000 sec): 3 clusters
  Score: Raw -1983944.247757 + Penalty 4738.573400 = -1979205.674356
  nChanged 6
		SP:Iteration 31Q (6139.020000 sec): 3 clusters
  Score: Raw -1983946.040266 + Penalty 4738.573400 = -1979207.466866
  nChanged 9
		SP:Iteration 32Q (6139.060000 sec): 3 clusters
  Score: Raw -1983948.583558 + Penalty 4738.573400 = -1979210.010158
  nChanged 7
		SP:Iteration 33Q (6139.100000 sec): 3 clusters
  Score: Raw -1983950.461117 + Penalty 4738.573400 = -1979211.887717
  nChanged 7
		SP:Iteration 34Q (6139.140000 sec): 3 clusters
  Score: Raw -1983952.216218 + Penalty 4738.573400 = -1979213.642818
  nChanged 7
		SP:Iteration 35Q (6139.180000 sec): 3 clusters
  Score: Raw -1983954.038474 + Penalty 4738.573400 = -1979215.465074
  nChanged 11
		SP:Iteration 36Q (6139.220000 sec): 3 clusters
  Score: Raw -1983957.037973 + Penalty 4738.573400 = -1979218.464573
  nChanged 4
		SP:Iteration 37Q (6139.260000 sec): 3 clusters
  Score: Raw -1983958.122558 + Penalty 4738.573400 = -1979219.549158
  nChanged 3
		SP:Iteration 38Q (6139.300000 sec): 3 clusters
  Score: Raw -1983958.904125 + Penalty 4738.573400 = -1979220.330725
  nChanged 4
		SP:Iteration 39Q (6139.350000 sec): 3 clusters
  Score: Raw -1983960.281902 + Penalty 4738.573400 = -1979221.708502
  nChanged 4
		SP:Iteration 40F (6139.400000 sec): 3 clusters
  Score: Raw -1983961.094111 + Penalty 4738.573400 = -1979222.520711
  nChanged 1
		SP:Iteration 41Q (6139.440000 sec): 3 clusters
  Score: Raw -1983961.310739 + Penalty 4738.573400 = -1979222.737339
  nChanged 1
		SP:Iteration 42Q (6139.480000 sec): 3 clusters
  Score: Raw -1983961.425907 + Penalty 4738.573400 = -1979222.852507
  nChanged 0
		SP:Iteration 43F (6139.530000 sec): 3 clusters
  Score: Raw -1983961.425907 + Penalty 4738.573400 = -1979222.852507
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6139.540000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6139.540000 sec): 3 clusters
  Score: Raw -73228.295170 + Penalty 3074.445443 = -70153.849726
  nChanged 77
		SP:Iteration 1F (6139.540000 sec): 3 clusters
  Score: Raw -73396.906994 + Penalty 3074.445443 = -70322.461551
  nChanged 23
		SP:Iteration 2Q (6139.540000 sec): 3 clusters
  Score: Raw -73450.240012 + Penalty 3074.445443 = -70375.794568
  nChanged 7
		SP:Iteration 3Q (6139.540000 sec): 3 clusters
  Score: Raw -73467.843453 + Penalty 3074.445443 = -70393.398010
  nChanged 0
		SP:Iteration 4F (6139.550000 sec): 3 clusters
  Score: Raw -73467.843453 + Penalty 3074.445443 = -70393.398010
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6139.560000 sec): 2 clusters
  Score: Raw -311489.106091 + Penalty 1906.964035 = -309582.142056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6139.560000 sec): 3 clusters
  Score: Raw -310632.275392 + Penalty 3813.928069 = -306818.347322
  nChanged 698
		SP:Iteration 1F (6139.570000 sec): 3 clusters
  Score: Raw -311149.262769 + Penalty 3813.928069 = -307335.334700
  nChanged 172
		SP:Iteration 2F (6139.580000 sec): 3 clusters
  Score: Raw -311293.977171 + Penalty 3813.928069 = -307480.049102
  nChanged 100
		SP:Iteration 3Q (6139.590000 sec): 3 clusters
  Score: Raw -311369.308850 + Penalty 3813.928069 = -307555.380781
  nChanged 54
		SP:Iteration 4Q (6139.600000 sec): 3 clusters
  Score: Raw -311420.954933 + Penalty 3813.928069 = -307607.026864
  nChanged 45
		SP:Iteration 5Q (6139.600000 sec): 3 clusters
  Score: Raw -311458.205838 + Penalty 3813.928069 = -307644.277769
  nChanged 51
		SP:Iteration 6Q (6139.610000 sec): 3 clusters
  Score: Raw -311493.979406 + Penalty 3813.928069 = -307680.051337
  nChanged 36
		SP:Iteration 7Q (6139.620000 sec): 3 clusters
  Score: Raw -311519.137883 + Penalty 3813.928069 = -307705.209814
  nChanged 34
		SP:Iteration 8Q (6139.630000 sec): 3 clusters
  Score: Raw -311547.057429 + Penalty 3813.928069 = -307733.129360
  nChanged 31
		SP:Iteration 9Q (6139.640000 sec): 3 clusters
  Score: Raw -311568.477937 + Penalty 3813.928069 = -307754.549867
  nChanged 24
		SP:Iteration 10Q (6139.640000 sec): 3 clusters
  Score: Raw -311586.449302 + Penalty 3813.928069 = -307772.521233
  nChanged 21
		SP:Iteration 11Q (6139.650000 sec): 3 clusters
  Score: Raw -311600.043255 + Penalty 3813.928069 = -307786.115185
  nChanged 14
		SP:Iteration 12Q (6139.660000 sec): 3 clusters
  Score: Raw -311610.635734 + Penalty 3813.928069 = -307796.707665
  nChanged 16
		SP:Iteration 13Q (6139.670000 sec): 3 clusters
  Score: Raw -311621.339097 + Penalty 3813.928069 = -307807.411028
  nChanged 9
		SP:Iteration 14Q (6139.680000 sec): 3 clusters
  Score: Raw -311627.268888 + Penalty 3813.928069 = -307813.340819
  nChanged 7
		SP:Iteration 15Q (6139.680000 sec): 3 clusters
  Score: Raw -311632.001267 + Penalty 3813.928069 = -307818.073198
  nChanged 9
		SP:Iteration 16Q (6139.690000 sec): 3 clusters
  Score: Raw -311638.534626 + Penalty 3813.928069 = -307824.606557
  nChanged 4
		SP:Iteration 17Q (6139.700000 sec): 3 clusters
  Score: Raw -311640.500436 + Penalty 3813.928069 = -307826.572367
  nChanged 3
		SP:Iteration 18Q (6139.710000 sec): 3 clusters
  Score: Raw -311642.898421 + Penalty 3813.928069 = -307828.970351
  nChanged 8
		SP:Iteration 19Q (6139.710000 sec): 3 clusters
  Score: Raw -311647.220765 + Penalty 3813.928069 = -307833.292696
  nChanged 8
		SP:Iteration 20F (6139.720000 sec): 3 clusters
  Score: Raw -311651.493298 + Penalty 3813.928069 = -307837.565229
  nChanged 6
		SP:Iteration 21Q (6139.730000 sec): 3 clusters
  Score: Raw -311654.539265 + Penalty 3813.928069 = -307840.611196
  nChanged 3
		SP:Iteration 22Q (6139.740000 sec): 3 clusters
  Score: Raw -311656.429103 + Penalty 3813.928069 = -307842.501034
  nChanged 3
		SP:Iteration 23Q (6139.740000 sec): 3 clusters
  Score: Raw -311657.712982 + Penalty 3813.928069 = -307843.784912
  nChanged 2
		SP:Iteration 24Q (6139.750000 sec): 3 clusters
  Score: Raw -311658.726485 + Penalty 3813.928069 = -307844.798416
  nChanged 3
		SP:Iteration 25Q (6139.760000 sec): 3 clusters
  Score: Raw -311660.051641 + Penalty 3813.928069 = -307846.123572
  nChanged 3
		SP:Iteration 26Q (6139.770000 sec): 3 clusters
  Score: Raw -311661.513074 + Penalty 3813.928069 = -307847.585005
  nChanged 2
		SP:Iteration 27Q (6139.780000 sec): 3 clusters
  Score: Raw -311662.232468 + Penalty 3813.928069 = -307848.304398
  nChanged 0
		SP:Iteration 28F (6139.780000 sec): 3 clusters
  Score: Raw -311662.232468 + Penalty 3813.928069 = -307848.304398
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6139.890000 sec): 2 clusters
  Score: Raw -4609956.300480 + Penalty 2569.215725 = -4607387.084755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6140.010000 sec): 3 clusters
  Score: Raw -4590736.269221 + Penalty 5138.431450 = -4585597.837770
  nChanged 14289
		SP:Iteration 1F (6140.120000 sec): 3 clusters
  Score: Raw -4598736.633875 + Penalty 5138.431450 = -4593598.202425
  nChanged 1623
		SP:Iteration 2F (6140.240000 sec): 3 clusters
  Score: Raw -4599469.532734 + Penalty 5138.431450 = -4594331.101284
  nChanged 1631
		SP:Iteration 3F (6140.360000 sec): 3 clusters
  Score: Raw -4600428.624003 + Penalty 5138.431450 = -4595290.192552
  nChanged 1756
		SP:Iteration 4F (6140.470000 sec): 3 clusters
  Score: Raw -4601525.433761 + Penalty 5138.431450 = -4596387.002310
  nChanged 1841
		SP:Iteration 5F (6140.590000 sec): 3 clusters
  Score: Raw -4602621.522285 + Penalty 5138.431450 = -4597483.090834
  nChanged 1780
		SP:Iteration 6F (6140.710000 sec): 3 clusters
  Score: Raw -4603546.382146 + Penalty 5138.431450 = -4598407.950696
  nChanged 1687
		SP:Iteration 7F (6140.830000 sec): 3 clusters
  Score: Raw -4604322.886341 + Penalty 5138.431450 = -4599184.454890
  nChanged 1444
		SP:Iteration 8Q (6140.950000 sec): 3 clusters
  Score: Raw -4604889.543571 + Penalty 5138.431450 = -4599751.112121
  nChanged 1217
		SP:Iteration 9Q (6141.060000 sec): 3 clusters
  Score: Raw -4605364.396417 + Penalty 5138.431450 = -4600225.964966
  nChanged 1031
		SP:Iteration 10Q (6141.190000 sec): 3 clusters
  Score: Raw -4605765.026978 + Penalty 5138.431450 = -4600626.595528
  nChanged 879
		SP:Iteration 11Q (6141.310000 sec): 3 clusters
  Score: Raw -4606098.095004 + Penalty 5138.431450 = -4600959.663554
  nChanged 763
		SP:Iteration 12Q (6141.430000 sec): 3 clusters
  Score: Raw -4606417.703542 + Penalty 5138.431450 = -4601279.272091
  nChanged 675
		SP:Iteration 13Q (6141.540000 sec): 3 clusters
  Score: Raw -4606686.457807 + Penalty 5138.431450 = -4601548.026356
  nChanged 609
		SP:Iteration 14Q (6141.660000 sec): 3 clusters
  Score: Raw -4606906.320565 + Penalty 5138.431450 = -4601767.889115
  nChanged 531
		SP:Iteration 15Q (6141.770000 sec): 3 clusters
  Score: Raw -4607078.370763 + Penalty 5138.431450 = -4601939.939313
  nChanged 514
		SP:Iteration 16Q (6141.890000 sec): 3 clusters
  Score: Raw -4607238.268059 + Penalty 5138.431450 = -4602099.836609
  nChanged 506
		SP:Iteration 17Q (6142.000000 sec): 3 clusters
  Score: Raw -4607402.049624 + Penalty 5138.431450 = -4602263.618174
  nChanged 525
		SP:Iteration 18Q (6142.120000 sec): 3 clusters
  Score: Raw -4607574.869777 + Penalty 5138.431450 = -4602436.438326
  nChanged 509
		SP:Iteration 19Q (6142.230000 sec): 3 clusters
  Score: Raw -4607740.393073 + Penalty 5138.431450 = -4602601.961623
  nChanged 510
		SP:Iteration 20F (6142.350000 sec): 3 clusters
  Score: Raw -4607907.884152 + Penalty 5138.431450 = -4602769.452702
  nChanged 504
		SP:Iteration 21Q (6142.470000 sec): 3 clusters
  Score: Raw -4608080.719805 + Penalty 5138.431450 = -4602942.288355
  nChanged 527
		SP:Iteration 22Q (6142.580000 sec): 3 clusters
  Score: Raw -4608302.526222 + Penalty 5138.431450 = -4603164.094771
  nChanged 557
		SP:Iteration 23Q (6142.690000 sec): 3 clusters
  Score: Raw -4608579.183019 + Penalty 5138.431450 = -4603440.751569
  nChanged 549
		SP:Iteration 24Q (6142.810000 sec): 3 clusters
  Score: Raw -4608994.151204 + Penalty 5138.431450 = -4603855.719754
  nChanged 528
		SP:Iteration 25Q (6142.930000 sec): 3 clusters
  Score: Raw -4609647.449496 + Penalty 5138.431450 = -4604509.018045
  nChanged 497
		SP:Iteration 26Q (6143.030000 sec): 3 clusters
  Score: Raw -4610180.593010 + Penalty 5138.431450 = -4605042.161560
  nChanged 421
		SP:Iteration 27Q (6143.140000 sec): 3 clusters
  Score: Raw -4610427.796515 + Penalty 5138.431450 = -4605289.365065
  nChanged 322
		SP:Iteration 28Q (6143.230000 sec): 3 clusters
  Score: Raw -4610579.694681 + Penalty 5138.431450 = -4605441.263231
  nChanged 254
		SP:Iteration 29Q (6143.330000 sec): 3 clusters
  Score: Raw -4610674.674654 + Penalty 5138.431450 = -4605536.243204
  nChanged 198
		SP:Iteration 30Q (6143.430000 sec): 3 clusters
  Score: Raw -4610739.548633 + Penalty 5138.431450 = -4605601.117182
  nChanged 167
		SP:Iteration 31Q (6143.520000 sec): 3 clusters
  Score: Raw -4610793.338334 + Penalty 5138.431450 = -4605654.906883
  nChanged 131
		SP:Iteration 32Q (6143.610000 sec): 3 clusters
  Score: Raw -4610834.476294 + Penalty 5138.431450 = -4605696.044844
  nChanged 118
		SP:Iteration 33Q (6143.700000 sec): 3 clusters
  Score: Raw -4610866.350207 + Penalty 5138.431450 = -4605727.918757
  nChanged 93
		SP:Iteration 34Q (6143.790000 sec): 3 clusters
  Score: Raw -4610885.982090 + Penalty 5138.431450 = -4605747.550639
  nChanged 68
		SP:Iteration 35Q (6143.880000 sec): 3 clusters
  Score: Raw -4610900.379479 + Penalty 5138.431450 = -4605761.948029
  nChanged 65
		SP:Iteration 36Q (6143.970000 sec): 3 clusters
  Score: Raw -4610914.320099 + Penalty 5138.431450 = -4605775.888649
  nChanged 48
		SP:Iteration 37Q (6144.060000 sec): 3 clusters
  Score: Raw -4610922.972590 + Penalty 5138.431450 = -4605784.541140
  nChanged 43
		SP:Iteration 38Q (6144.150000 sec): 3 clusters
  Score: Raw -4610931.082801 + Penalty 5138.431450 = -4605792.651351
  nChanged 40
		SP:Iteration 39Q (6144.240000 sec): 3 clusters
  Score: Raw -4610936.968660 + Penalty 5138.431450 = -4605798.537209
  nChanged 28
		SP:Iteration 40F (6144.360000 sec): 3 clusters
  Score: Raw -4610940.897680 + Penalty 5138.431450 = -4605802.466230
  nChanged 15
		SP:Iteration 41Q (6144.450000 sec): 3 clusters
  Score: Raw -4610942.659269 + Penalty 5138.431450 = -4605804.227819
  nChanged 19
		SP:Iteration 42Q (6144.530000 sec): 3 clusters
  Score: Raw -4610945.774284 + Penalty 5138.431450 = -4605807.342834
  nChanged 21
		SP:Iteration 43Q (6144.630000 sec): 3 clusters
  Score: Raw -4610948.802869 + Penalty 5138.431450 = -4605810.371418
  nChanged 14
		SP:Iteration 44Q (6144.720000 sec): 3 clusters
  Score: Raw -4610950.898219 + Penalty 5138.431450 = -4605812.466768
  nChanged 13
		SP:Iteration 45Q (6144.810000 sec): 3 clusters
  Score: Raw -4610953.320342 + Penalty 5138.431450 = -4605814.888892
  nChanged 17
		SP:Iteration 46Q (6144.900000 sec): 3 clusters
  Score: Raw -4610956.190403 + Penalty 5138.431450 = -4605817.758953
  nChanged 17
		SP:Iteration 47Q (6144.990000 sec): 3 clusters
  Score: Raw -4610958.635425 + Penalty 5138.431450 = -4605820.203974
  nChanged 12
		SP:Iteration 48Q (6145.070000 sec): 3 clusters
  Score: Raw -4610960.692645 + Penalty 5138.431450 = -4605822.261195
  nChanged 12
		SP:Iteration 49Q (6145.170000 sec): 3 clusters
  Score: Raw -4610962.871174 + Penalty 5138.431450 = -4605824.439724
  nChanged 13
		SP:Iteration 50Q (6145.250000 sec): 3 clusters
  Score: Raw -4610964.864558 + Penalty 5138.431450 = -4605826.433107
  nChanged 11
		SP:Iteration 51Q (6145.350000 sec): 3 clusters
  Score: Raw -4610966.279815 + Penalty 5138.431450 = -4605827.848364
  nChanged 12
		SP:Iteration 52Q (6145.430000 sec): 3 clusters
  Score: Raw -4610968.218808 + Penalty 5138.431450 = -4605829.787358
  nChanged 8
		SP:Iteration 53Q (6145.520000 sec): 3 clusters
  Score: Raw -4610969.086698 + Penalty 5138.431450 = -4605830.655248
  nChanged 8
		SP:Iteration 54Q (6145.610000 sec): 3 clusters
  Score: Raw -4610970.155724 + Penalty 5138.431450 = -4605831.724274
  nChanged 13
		SP:Iteration 55Q (6145.700000 sec): 3 clusters
  Score: Raw -4610972.050076 + Penalty 5138.431450 = -4605833.618625
  nChanged 12
		SP:Iteration 56Q (6145.790000 sec): 3 clusters
  Score: Raw -4610974.028909 + Penalty 5138.431450 = -4605835.597458
  nChanged 13
		SP:Iteration 57Q (6145.880000 sec): 3 clusters
  Score: Raw -4610976.019182 + Penalty 5138.431450 = -4605837.587731
  nChanged 10
		SP:Iteration 58Q (6145.970000 sec): 3 clusters
  Score: Raw -4610976.966267 + Penalty 5138.431450 = -4605838.534816
  nChanged 7
		SP:Iteration 59Q (6146.060000 sec): 3 clusters
  Score: Raw -4610978.380306 + Penalty 5138.431450 = -4605839.948855
  nChanged 5
		SP:Iteration 60F (6146.180000 sec): 3 clusters
  Score: Raw -4610979.178492 + Penalty 5138.431450 = -4605840.747041
  nChanged 2
		SP:Iteration 61Q (6146.270000 sec): 3 clusters
  Score: Raw -4610979.520312 + Penalty 5138.431450 = -4605841.088861
  nChanged 3
		SP:Iteration 62Q (6146.350000 sec): 3 clusters
  Score: Raw -4610980.152672 + Penalty 5138.431450 = -4605841.721221
  nChanged 4
		SP:Iteration 63Q (6146.440000 sec): 3 clusters
  Score: Raw -4610980.616572 + Penalty 5138.431450 = -4605842.185122
  nChanged 0
		SP:Iteration 64F (6146.560000 sec): 3 clusters
  Score: Raw -4610980.616572 + Penalty 5138.431450 = -4605842.185122
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6146.880000 sec): 2 clusters
  Score: Raw -14358984.401597 + Penalty 2852.096023 = -14356132.305574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6147.250000 sec): 3 clusters
  Score: Raw -14295541.318803 + Penalty 5704.192045 = -14289837.126757
  nChanged 46632
		SP:Iteration 1F (6147.620000 sec): 3 clusters
  Score: Raw -14322168.193453 + Penalty 5704.192045 = -14316464.001407
  nChanged 3316
		SP:Iteration 2Q (6147.990000 sec): 3 clusters
  Score: Raw -14323020.240922 + Penalty 5704.192045 = -14317316.048877
  nChanged 3706
		SP:Iteration 3Q (6148.370000 sec): 3 clusters
  Score: Raw -14324241.102240 + Penalty 5704.192045 = -14318536.910194
  nChanged 4661
		SP:Iteration 4Q (6148.740000 sec): 3 clusters
  Score: Raw -14326264.477993 + Penalty 5704.192045 = -14320560.285948
  nChanged 5926
		SP:Iteration 5F (6149.110000 sec): 3 clusters
  Score: Raw -14329647.425954 + Penalty 5704.192045 = -14323943.233909
  nChanged 7268
		SP:Iteration 6F (6149.470000 sec): 3 clusters
  Score: Raw -14334676.928272 + Penalty 5704.192045 = -14328972.736227
  nChanged 7798
		SP:Iteration 7F (6149.840000 sec): 3 clusters
  Score: Raw -14340749.062624 + Penalty 5704.192045 = -14335044.870579
  nChanged 7055
		SP:Iteration 8F (6150.200000 sec): 3 clusters
  Score: Raw -14346598.123043 + Penalty 5704.192045 = -14340893.930997
  nChanged 5590
		SP:Iteration 9F (6150.570000 sec): 3 clusters
  Score: Raw -14351303.870554 + Penalty 5704.192045 = -14345599.678509
  nChanged 3941
		SP:Iteration 10Q (6150.930000 sec): 3 clusters
  Score: Raw -14354640.233301 + Penalty 5704.192045 = -14348936.041255
  nChanged 2628
		SP:Iteration 11Q (6151.270000 sec): 3 clusters
  Score: Raw -14356758.788408 + Penalty 5704.192045 = -14351054.596363
  nChanged 1597
		SP:Iteration 12Q (6151.590000 sec): 3 clusters
  Score: Raw -14357962.324079 + Penalty 5704.192045 = -14352258.132034
  nChanged 991
		SP:Iteration 13Q (6151.890000 sec): 3 clusters
  Score: Raw -14358642.488213 + Penalty 5704.192045 = -14352938.296168
  nChanged 602
		SP:Iteration 14Q (6152.170000 sec): 3 clusters
  Score: Raw -14359021.354807 + Penalty 5704.192045 = -14353317.162762
  nChanged 392
		SP:Iteration 15Q (6152.450000 sec): 3 clusters
  Score: Raw -14359259.644534 + Penalty 5704.192045 = -14353555.452489
  nChanged 270
		SP:Iteration 16Q (6152.720000 sec): 3 clusters
  Score: Raw -14359411.472970 + Penalty 5704.192045 = -14353707.280925
  nChanged 167
		SP:Iteration 17Q (6152.980000 sec): 3 clusters
  Score: Raw -14359491.548245 + Penalty 5704.192045 = -14353787.356199
  nChanged 127
		SP:Iteration 18Q (6153.250000 sec): 3 clusters
  Score: Raw -14359552.601993 + Penalty 5704.192045 = -14353848.409948
  nChanged 87
		SP:Iteration 19Q (6153.510000 sec): 3 clusters
  Score: Raw -14359596.749384 + Penalty 5704.192045 = -14353892.557338
  nChanged 75
		SP:Iteration 20F (6153.870000 sec): 3 clusters
  Score: Raw -14359632.983095 + Penalty 5704.192045 = -14353928.791050
  nChanged 43
		SP:Iteration 21Q (6154.140000 sec): 3 clusters
  Score: Raw -14359651.111886 + Penalty 5704.192045 = -14353946.919841
  nChanged 35
		SP:Iteration 22Q (6154.400000 sec): 3 clusters
  Score: Raw -14359667.146273 + Penalty 5704.192045 = -14353962.954228
  nChanged 30
		SP:Iteration 23Q (6154.660000 sec): 3 clusters
  Score: Raw -14359680.252139 + Penalty 5704.192045 = -14353976.060093
  nChanged 28
		SP:Iteration 24Q (6154.920000 sec): 3 clusters
  Score: Raw -14359692.872795 + Penalty 5704.192045 = -14353988.680749
  nChanged 21
		SP:Iteration 25Q (6155.180000 sec): 3 clusters
  Score: Raw -14359702.954180 + Penalty 5704.192045 = -14353998.762135
  nChanged 22
		SP:Iteration 26Q (6155.440000 sec): 3 clusters
  Score: Raw -14359709.777540 + Penalty 5704.192045 = -14354005.585494
  nChanged 18
		SP:Iteration 27Q (6155.700000 sec): 3 clusters
  Score: Raw -14359715.645779 + Penalty 5704.192045 = -14354011.453734
  nChanged 9
		SP:Iteration 28Q (6155.960000 sec): 3 clusters
  Score: Raw -14359719.155745 + Penalty 5704.192045 = -14354014.963699
  nChanged 6
		SP:Iteration 29Q (6156.220000 sec): 3 clusters
  Score: Raw -14359720.797563 + Penalty 5704.192045 = -14354016.605517
  nChanged 8
		SP:Iteration 30Q (6156.470000 sec): 3 clusters
  Score: Raw -14359722.465552 + Penalty 5704.192045 = -14354018.273507
  nChanged 4
		SP:Iteration 31Q (6156.730000 sec): 3 clusters
  Score: Raw -14359724.041370 + Penalty 5704.192045 = -14354019.849324
  nChanged 7
		SP:Iteration 32Q (6156.990000 sec): 3 clusters
  Score: Raw -14359726.278569 + Penalty 5704.192045 = -14354022.086524
  nChanged 7
		SP:Iteration 33Q (6157.250000 sec): 3 clusters
  Score: Raw -14359728.630977 + Penalty 5704.192045 = -14354024.438932
  nChanged 6
		SP:Iteration 34Q (6157.500000 sec): 3 clusters
  Score: Raw -14359730.446365 + Penalty 5704.192045 = -14354026.254320
  nChanged 5
		SP:Iteration 35Q (6157.760000 sec): 3 clusters
  Score: Raw -14359731.970035 + Penalty 5704.192045 = -14354027.777990
  nChanged 4
		SP:Iteration 36Q (6158.020000 sec): 3 clusters
  Score: Raw -14359733.096226 + Penalty 5704.192045 = -14354028.904181
  nChanged 3
		SP:Iteration 37Q (6158.280000 sec): 3 clusters
  Score: Raw -14359734.488074 + Penalty 5704.192045 = -14354030.296028
  nChanged 4
		SP:Iteration 38Q (6158.540000 sec): 3 clusters
  Score: Raw -14359735.506073 + Penalty 5704.192045 = -14354031.314028
  nChanged 2
		SP:Iteration 39Q (6158.800000 sec): 3 clusters
  Score: Raw -14359735.885172 + Penalty 5704.192045 = -14354031.693126
  nChanged 1
		SP:Iteration 40F (6159.150000 sec): 3 clusters
  Score: Raw -14359736.346249 + Penalty 5704.192045 = -14354032.154204
  nChanged 1
		SP:Iteration 41Q (6159.410000 sec): 3 clusters
  Score: Raw -14359736.452177 + Penalty 5704.192045 = -14354032.260132
  nChanged 0
		SP:Iteration 42F (6159.770000 sec): 3 clusters
  Score: Raw -14359736.452177 + Penalty 5704.192045 = -14354032.260132
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (35958 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6159.900000 sec): 2 clusters
  Score: Raw -5574860.925316 + Penalty 2601.546504 = -5572259.378813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6160.040000 sec): 3 clusters
  Score: Raw -5553046.410932 + Penalty 5203.093007 = -5547843.317924
  nChanged 16210
		SP:Iteration 1F (6160.170000 sec): 3 clusters
  Score: Raw -5561834.573737 + Penalty 5203.093007 = -5556631.480730
  nChanged 1582
		SP:Iteration 2Q (6160.310000 sec): 3 clusters
  Score: Raw -5562330.128823 + Penalty 5203.093007 = -5557127.035816
  nChanged 1506
		SP:Iteration 3Q (6160.440000 sec): 3 clusters
  Score: Raw -5562830.112653 + Penalty 5203.093007 = -5557627.019645
  nChanged 1510
		SP:Iteration 4Q (6160.580000 sec): 3 clusters
  Score: Raw -5563341.323338 + Penalty 5203.093007 = -5558138.230331
  nChanged 1529
		SP:Iteration 5Q (6160.720000 sec): 3 clusters
  Score: Raw -5563936.910547 + Penalty 5203.093007 = -5558733.817539
  nChanged 1684
		SP:Iteration 6Q (6160.850000 sec): 3 clusters
  Score: Raw -5564749.981586 + Penalty 5203.093007 = -5559546.888579
  nChanged 2009
		SP:Iteration 7F (6160.980000 sec): 3 clusters
  Score: Raw -5565932.799465 + Penalty 5203.093007 = -5560729.706457
  nChanged 2346
		SP:Iteration 8F (6161.120000 sec): 3 clusters
  Score: Raw -5567664.837470 + Penalty 5203.093007 = -5562461.744462
  nChanged 2646
		SP:Iteration 9F (6161.250000 sec): 3 clusters
  Score: Raw -5569867.293126 + Penalty 5203.093007 = -5564664.200118
  nChanged 2261
		SP:Iteration 10F (6161.380000 sec): 3 clusters
  Score: Raw -5571824.023278 + Penalty 5203.093007 = -5566620.930271
  nChanged 1709
		SP:Iteration 11Q (6161.510000 sec): 3 clusters
  Score: Raw -5573323.739958 + Penalty 5203.093007 = -5568120.646950
  nChanged 1049
		SP:Iteration 12Q (6161.630000 sec): 3 clusters
  Score: Raw -5574208.938347 + Penalty 5203.093007 = -5569005.845340
  nChanged 551
		SP:Iteration 13Q (6161.740000 sec): 3 clusters
  Score: Raw -5574657.426664 + Penalty 5203.093007 = -5569454.333656
  nChanged 298
		SP:Iteration 14Q (6161.850000 sec): 3 clusters
  Score: Raw -5574903.750802 + Penalty 5203.093007 = -5569700.657794
  nChanged 171
		SP:Iteration 15Q (6161.960000 sec): 3 clusters
  Score: Raw -5575036.661835 + Penalty 5203.093007 = -5569833.568828
  nChanged 96
		SP:Iteration 16Q (6162.060000 sec): 3 clusters
  Score: Raw -5575105.966797 + Penalty 5203.093007 = -5569902.873789
  nChanged 41
		SP:Iteration 17Q (6162.160000 sec): 3 clusters
  Score: Raw -5575141.276316 + Penalty 5203.093007 = -5569938.183309
  nChanged 35
		SP:Iteration 18Q (6162.250000 sec): 3 clusters
  Score: Raw -5575173.873073 + Penalty 5203.093007 = -5569970.780066
  nChanged 31
		SP:Iteration 19Q (6162.350000 sec): 3 clusters
  Score: Raw -5575204.337619 + Penalty 5203.093007 = -5570001.244612
  nChanged 19
		SP:Iteration 20F (6162.480000 sec): 3 clusters
  Score: Raw -5575221.425043 + Penalty 5203.093007 = -5570018.332035
  nChanged 16
		SP:Iteration 21Q (6162.580000 sec): 3 clusters
  Score: Raw -5575234.438600 + Penalty 5203.093007 = -5570031.345593
  nChanged 13
		SP:Iteration 22Q (6162.670000 sec): 3 clusters
  Score: Raw -5575245.749999 + Penalty 5203.093007 = -5570042.656992
  nChanged 8
		SP:Iteration 23Q (6162.770000 sec): 3 clusters
  Score: Raw -5575252.869047 + Penalty 5203.093007 = -5570049.776040
  nChanged 7
		SP:Iteration 24Q (6162.860000 sec): 3 clusters
  Score: Raw -5575257.872443 + Penalty 5203.093007 = -5570054.779436
  nChanged 2
		SP:Iteration 25Q (6162.960000 sec): 3 clusters
  Score: Raw -5575259.244509 + Penalty 5203.093007 = -5570056.151502
  nChanged 1
		SP:Iteration 26Q (6163.060000 sec): 3 clusters
  Score: Raw -5575259.850822 + Penalty 5203.093007 = -5570056.757814
  nChanged 0
		SP:Iteration 27F (6163.180000 sec): 3 clusters
  Score: Raw -5575259.850822 + Penalty 5203.093007 = -5570056.757814
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6163.500000 sec): 2 clusters
  Score: Raw -14571645.785738 + Penalty 2851.814599 = -14568793.971140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6163.870000 sec): 3 clusters
  Score: Raw -14508350.427906 + Penalty 5703.629197 = -14502646.798709
  nChanged 46631
		SP:Iteration 1F (6164.240000 sec): 3 clusters
  Score: Raw -14535039.243784 + Penalty 5703.629197 = -14529335.614587
  nChanged 3606
		SP:Iteration 2Q (6164.610000 sec): 3 clusters
  Score: Raw -14536071.315018 + Penalty 5703.629197 = -14530367.685821
  nChanged 4158
		SP:Iteration 3Q (6164.980000 sec): 3 clusters
  Score: Raw -14537527.152963 + Penalty 5703.629197 = -14531823.523766
  nChanged 4925
		SP:Iteration 4Q (6165.360000 sec): 3 clusters
  Score: Raw -14539613.324783 + Penalty 5703.629197 = -14533909.695585
  nChanged 5749
		SP:Iteration 5F (6165.720000 sec): 3 clusters
  Score: Raw -14542583.617729 + Penalty 5703.629197 = -14536879.988532
  nChanged 6552
		SP:Iteration 6F (6166.090000 sec): 3 clusters
  Score: Raw -14546601.726693 + Penalty 5703.629197 = -14540898.097496
  nChanged 6995
		SP:Iteration 7F (6166.450000 sec): 3 clusters
  Score: Raw -14551461.959012 + Penalty 5703.629197 = -14545758.329815
  nChanged 6813
		SP:Iteration 8F (6166.820000 sec): 3 clusters
  Score: Raw -14556568.810663 + Penalty 5703.629197 = -14550865.181466
  nChanged 6057
		SP:Iteration 9F (6167.180000 sec): 3 clusters
  Score: Raw -14561402.250840 + Penalty 5703.629197 = -14555698.621643
  nChanged 4830
		SP:Iteration 10Q (6167.550000 sec): 3 clusters
  Score: Raw -14565405.455747 + Penalty 5703.629197 = -14559701.826550
  nChanged 3501
		SP:Iteration 11Q (6167.920000 sec): 3 clusters
  Score: Raw -14568327.792099 + Penalty 5703.629197 = -14562624.162902
  nChanged 2188
		SP:Iteration 12Q (6168.280000 sec): 3 clusters
  Score: Raw -14570063.050200 + Penalty 5703.629197 = -14564359.421003
  nChanged 1224
		SP:Iteration 13Q (6168.610000 sec): 3 clusters
  Score: Raw -14570974.625152 + Penalty 5703.629197 = -14565270.995955
  nChanged 671
		SP:Iteration 14Q (6168.910000 sec): 3 clusters
  Score: Raw -14571447.790461 + Penalty 5703.629197 = -14565744.161264
  nChanged 351
		SP:Iteration 15Q (6169.200000 sec): 3 clusters
  Score: Raw -14571694.462921 + Penalty 5703.629197 = -14565990.833724
  nChanged 197
		SP:Iteration 16Q (6169.480000 sec): 3 clusters
  Score: Raw -14571827.529987 + Penalty 5703.629197 = -14566123.900790
  nChanged 118
		SP:Iteration 17Q (6169.740000 sec): 3 clusters
  Score: Raw -14571912.173345 + Penalty 5703.629197 = -14566208.544148
  nChanged 74
		SP:Iteration 18Q (6170.010000 sec): 3 clusters
  Score: Raw -14571963.030696 + Penalty 5703.629197 = -14566259.401499
  nChanged 56
		SP:Iteration 19Q (6170.280000 sec): 3 clusters
  Score: Raw -14572000.885759 + Penalty 5703.629197 = -14566297.256562
  nChanged 40
		SP:Iteration 20F (6170.630000 sec): 3 clusters
  Score: Raw -14572032.039951 + Penalty 5703.629197 = -14566328.410754
  nChanged 35
		SP:Iteration 21Q (6170.900000 sec): 3 clusters
  Score: Raw -14572053.658851 + Penalty 5703.629197 = -14566350.029654
  nChanged 23
		SP:Iteration 22Q (6171.160000 sec): 3 clusters
  Score: Raw -14572065.922534 + Penalty 5703.629197 = -14566362.293337
  nChanged 19
		SP:Iteration 23Q (6171.420000 sec): 3 clusters
  Score: Raw -14572075.402697 + Penalty 5703.629197 = -14566371.773500
  nChanged 4
		SP:Iteration 24Q (6171.680000 sec): 3 clusters
  Score: Raw -14572076.649157 + Penalty 5703.629197 = -14566373.019960
  nChanged 2
		SP:Iteration 25Q (6171.940000 sec): 3 clusters
  Score: Raw -14572077.626648 + Penalty 5703.629197 = -14566373.997451
  nChanged 4
		SP:Iteration 26Q (6172.200000 sec): 3 clusters
  Score: Raw -14572078.759821 + Penalty 5703.629197 = -14566375.130624
  nChanged 1
		SP:Iteration 27Q (6172.460000 sec): 3 clusters
  Score: Raw -14572078.995340 + Penalty 5703.629197 = -14566375.366143
  nChanged 0
		SP:Iteration 28F (6172.820000 sec): 3 clusters
  Score: Raw -14572078.995340 + Penalty 5703.629197 = -14566375.366143
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6172.860000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6172.860000 sec): 3 clusters
  Score: Raw -22166.532876 + Penalty 2547.356025 = -19619.176851
  nChanged 7
		SP:Iteration 1Q (6172.860000 sec): 3 clusters
  Score: Raw -22198.481180 + Penalty 2547.356025 = -19651.125156
  nChanged 1
		SP:Iteration 2Q (6172.860000 sec): 3 clusters
  Score: Raw -22200.578093 + Penalty 2547.356025 = -19653.222068
  nChanged 0
		SP:Iteration 3F (6172.860000 sec): 3 clusters
  Score: Raw -22200.578093 + Penalty 2547.356025 = -19653.222068
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51085 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6173.040000 sec): 2 clusters
  Score: Raw -7502022.996858 + Penalty 2688.629055 = -7499334.367803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6173.230000 sec): 3 clusters
  Score: Raw -7470331.815752 + Penalty 5377.258111 = -7464954.557641
  nChanged 23560
		SP:Iteration 1F (6173.420000 sec): 3 clusters
  Score: Raw -7483317.507514 + Penalty 5377.258111 = -7477940.249403
  nChanged 2374
		SP:Iteration 2Q (6173.610000 sec): 3 clusters
  Score: Raw -7484174.832711 + Penalty 5377.258111 = -7478797.574600
  nChanged 2524
		SP:Iteration 3Q (6173.800000 sec): 3 clusters
  Score: Raw -7485175.902333 + Penalty 5377.258111 = -7479798.644222
  nChanged 2745
		SP:Iteration 4F (6173.990000 sec): 3 clusters
  Score: Raw -7486426.030820 + Penalty 5377.258111 = -7481048.772710
  nChanged 3007
		SP:Iteration 5F (6174.180000 sec): 3 clusters
  Score: Raw -7487970.643032 + Penalty 5377.258111 = -7482593.384921
  nChanged 3055
		SP:Iteration 6F (6174.370000 sec): 3 clusters
  Score: Raw -7489480.728886 + Penalty 5377.258111 = -7484103.470775
  nChanged 2802
		SP:Iteration 7F (6174.560000 sec): 3 clusters
  Score: Raw -7490799.300133 + Penalty 5377.258111 = -7485422.042022
  nChanged 2351
		SP:Iteration 8Q (6174.750000 sec): 3 clusters
  Score: Raw -7491764.114564 + Penalty 5377.258111 = -7486386.856453
  nChanged 1912
		SP:Iteration 9Q (6174.940000 sec): 3 clusters
  Score: Raw -7492545.698577 + Penalty 5377.258111 = -7487168.440466
  nChanged 1664
		SP:Iteration 10Q (6175.130000 sec): 3 clusters
  Score: Raw -7493300.277367 + Penalty 5377.258111 = -7487923.019256
  nChanged 1577
		SP:Iteration 11Q (6175.320000 sec): 3 clusters
  Score: Raw -7494125.076387 + Penalty 5377.258111 = -7488747.818276
  nChanged 1492
		SP:Iteration 12Q (6175.520000 sec): 3 clusters
  Score: Raw -7494998.029229 + Penalty 5377.258111 = -7489620.771118
  nChanged 1423
		SP:Iteration 13Q (6175.710000 sec): 3 clusters
  Score: Raw -7495907.646886 + Penalty 5377.258111 = -7490530.388775
  nChanged 1308
		SP:Iteration 14Q (6175.900000 sec): 3 clusters
  Score: Raw -7496752.201460 + Penalty 5377.258111 = -7491374.943349
  nChanged 1198
		SP:Iteration 15Q (6176.080000 sec): 3 clusters
  Score: Raw -7497437.032714 + Penalty 5377.258111 = -7492059.774603
  nChanged 1002
		SP:Iteration 16Q (6176.260000 sec): 3 clusters
  Score: Raw -7497956.026835 + Penalty 5377.258111 = -7492578.768724
  nChanged 874
		SP:Iteration 17Q (6176.430000 sec): 3 clusters
  Score: Raw -7498391.318715 + Penalty 5377.258111 = -7493014.060604
  nChanged 798
		SP:Iteration 18Q (6176.590000 sec): 3 clusters
  Score: Raw -7498759.716019 + Penalty 5377.258111 = -7493382.457908
  nChanged 748
		SP:Iteration 19Q (6176.750000 sec): 3 clusters
  Score: Raw -7499093.909767 + Penalty 5377.258111 = -7493716.651656
  nChanged 716
		SP:Iteration 20F (6176.940000 sec): 3 clusters
  Score: Raw -7499414.734377 + Penalty 5377.258111 = -7494037.476266
  nChanged 622
		SP:Iteration 21Q (6177.100000 sec): 3 clusters
  Score: Raw -7499682.801425 + Penalty 5377.258111 = -7494305.543314
  nChanged 573
		SP:Iteration 22Q (6177.250000 sec): 3 clusters
  Score: Raw -7499933.296244 + Penalty 5377.258111 = -7494556.038133
  nChanged 537
		SP:Iteration 23Q (6177.410000 sec): 3 clusters
  Score: Raw -7500169.574433 + Penalty 5377.258111 = -7494792.316322
  nChanged 505
		SP:Iteration 24Q (6177.560000 sec): 3 clusters
  Score: Raw -7500399.289445 + Penalty 5377.258111 = -7495022.031334
  nChanged 469
		SP:Iteration 25Q (6177.700000 sec): 3 clusters
  Score: Raw -7500608.316415 + Penalty 5377.258111 = -7495231.058304
  nChanged 394
		SP:Iteration 26Q (6177.850000 sec): 3 clusters
  Score: Raw -7500786.826704 + Penalty 5377.258111 = -7495409.568593
  nChanged 363
		SP:Iteration 27Q (6178.000000 sec): 3 clusters
  Score: Raw -7500947.236175 + Penalty 5377.258111 = -7495569.978064
  nChanged 321
		SP:Iteration 28Q (6178.140000 sec): 3 clusters
  Score: Raw -7501090.988299 + Penalty 5377.258111 = -7495713.730188
  nChanged 290
		SP:Iteration 29Q (6178.280000 sec): 3 clusters
  Score: Raw -7501215.515911 + Penalty 5377.258111 = -7495838.257800
  nChanged 234
		SP:Iteration 30Q (6178.430000 sec): 3 clusters
  Score: Raw -7501316.028067 + Penalty 5377.258111 = -7495938.769956
  nChanged 219
		SP:Iteration 31Q (6178.570000 sec): 3 clusters
  Score: Raw -7501413.074411 + Penalty 5377.258111 = -7496035.816300
  nChanged 186
		SP:Iteration 32Q (6178.710000 sec): 3 clusters
  Score: Raw -7501490.279232 + Penalty 5377.258111 = -7496113.021121
  nChanged 180
		SP:Iteration 33Q (6178.840000 sec): 3 clusters
  Score: Raw -7501570.816014 + Penalty 5377.258111 = -7496193.557903
  nChanged 179
		SP:Iteration 34Q (6178.980000 sec): 3 clusters
  Score: Raw -7501651.611025 + Penalty 5377.258111 = -7496274.352915
  nChanged 160
		SP:Iteration 35Q (6179.120000 sec): 3 clusters
  Score: Raw -7501730.901770 + Penalty 5377.258111 = -7496353.643659
  nChanged 141
		SP:Iteration 36Q (6179.260000 sec): 3 clusters
  Score: Raw -7501807.207797 + Penalty 5377.258111 = -7496429.949686
  nChanged 131
		SP:Iteration 37Q (6179.390000 sec): 3 clusters
  Score: Raw -7501876.345110 + Penalty 5377.258111 = -7496499.087000
  nChanged 111
		SP:Iteration 38Q (6179.530000 sec): 3 clusters
  Score: Raw -7501943.948512 + Penalty 5377.258111 = -7496566.690401
  nChanged 97
		SP:Iteration 39Q (6179.660000 sec): 3 clusters
  Score: Raw -7502000.493434 + Penalty 5377.258111 = -7496623.235324
  nChanged 87
		SP:Iteration 40F (6179.840000 sec): 3 clusters
  Score: Raw -7502055.401569 + Penalty 5377.258111 = -7496678.143459
  nChanged 70
		SP:Iteration 41Q (6179.980000 sec): 3 clusters
  Score: Raw -7502109.324040 + Penalty 5377.258111 = -7496732.065929
  nChanged 60
		SP:Iteration 42Q (6180.110000 sec): 3 clusters
  Score: Raw -7502146.012235 + Penalty 5377.258111 = -7496768.754124
  nChanged 54
		SP:Iteration 43Q (6180.240000 sec): 3 clusters
  Score: Raw -7502175.134511 + Penalty 5377.258111 = -7496797.876401
  nChanged 33
		SP:Iteration 44Q (6180.380000 sec): 3 clusters
  Score: Raw -7502194.474315 + Penalty 5377.258111 = -7496817.216205
  nChanged 29
		SP:Iteration 45Q (6180.510000 sec): 3 clusters
  Score: Raw -7502209.836929 + Penalty 5377.258111 = -7496832.578819
  nChanged 28
		SP:Iteration 46Q (6180.640000 sec): 3 clusters
  Score: Raw -7502227.341599 + Penalty 5377.258111 = -7496850.083488
  nChanged 18
		SP:Iteration 47Q (6180.770000 sec): 3 clusters
  Score: Raw -7502236.797346 + Penalty 5377.258111 = -7496859.539235
  nChanged 16
		SP:Iteration 48Q (6180.900000 sec): 3 clusters
  Score: Raw -7502246.048864 + Penalty 5377.258111 = -7496868.790753
  nChanged 16
		SP:Iteration 49Q (6181.040000 sec): 3 clusters
  Score: Raw -7502256.879518 + Penalty 5377.258111 = -7496879.621407
  nChanged 12
		SP:Iteration 50Q (6181.160000 sec): 3 clusters
  Score: Raw -7502263.293086 + Penalty 5377.258111 = -7496886.034975
  nChanged 3
		SP:Iteration 51Q (6181.300000 sec): 3 clusters
  Score: Raw -7502265.412989 + Penalty 5377.258111 = -7496888.154878
  nChanged 5
		SP:Iteration 52Q (6181.430000 sec): 3 clusters
  Score: Raw -7502269.680169 + Penalty 5377.258111 = -7496892.422058
  nChanged 11
		SP:Iteration 53Q (6181.560000 sec): 3 clusters
  Score: Raw -7502277.602384 + Penalty 5377.258111 = -7496900.344273
  nChanged 11
		SP:Iteration 54Q (6181.700000 sec): 3 clusters
  Score: Raw -7502282.909346 + Penalty 5377.258111 = -7496905.651236
  nChanged 11
		SP:Iteration 55Q (6181.830000 sec): 3 clusters
  Score: Raw -7502289.962826 + Penalty 5377.258111 = -7496912.704715
  nChanged 15
		SP:Iteration 56Q (6181.960000 sec): 3 clusters
  Score: Raw -7502298.522677 + Penalty 5377.258111 = -7496921.264566
  nChanged 9
		SP:Iteration 57Q (6182.100000 sec): 3 clusters
  Score: Raw -7502304.670010 + Penalty 5377.258111 = -7496927.411900
  nChanged 7
		SP:Iteration 58Q (6182.230000 sec): 3 clusters
  Score: Raw -7502308.767494 + Penalty 5377.258111 = -7496931.509383
  nChanged 5
		SP:Iteration 59Q (6182.360000 sec): 3 clusters
  Score: Raw -7502311.925234 + Penalty 5377.258111 = -7496934.667123
  nChanged 7
		SP:Iteration 60F (6182.540000 sec): 3 clusters
  Score: Raw -7502316.443849 + Penalty 5377.258111 = -7496939.185738
  nChanged 5
		SP:Iteration 61Q (6182.670000 sec): 3 clusters
  Score: Raw -7502318.955834 + Penalty 5377.258111 = -7496941.697723
  nChanged 3
		SP:Iteration 62Q (6182.800000 sec): 3 clusters
  Score: Raw -7502320.724549 + Penalty 5377.258111 = -7496943.466438
  nChanged 6
		SP:Iteration 63Q (6182.930000 sec): 3 clusters
  Score: Raw -7502323.543771 + Penalty 5377.258111 = -7496946.285661
  nChanged 6
		SP:Iteration 64Q (6183.070000 sec): 3 clusters
  Score: Raw -7502327.657164 + Penalty 5377.258111 = -7496950.399053
  nChanged 6
		SP:Iteration 65Q (6183.190000 sec): 3 clusters
  Score: Raw -7502332.215304 + Penalty 5377.258111 = -7496954.957193
  nChanged 6
		SP:Iteration 66Q (6183.330000 sec): 3 clusters
  Score: Raw -7502336.821486 + Penalty 5377.258111 = -7496959.563375
  nChanged 5
		SP:Iteration 67Q (6183.450000 sec): 3 clusters
  Score: Raw -7502340.623882 + Penalty 5377.258111 = -7496963.365771
  nChanged 8
		SP:Iteration 68Q (6183.590000 sec): 3 clusters
  Score: Raw -7502346.020322 + Penalty 5377.258111 = -7496968.762212
  nChanged 8
		SP:Iteration 69Q (6183.710000 sec): 3 clusters
  Score: Raw -7502351.423641 + Penalty 5377.258111 = -7496974.165530
  nChanged 5
		SP:Iteration 70Q (6183.840000 sec): 3 clusters
  Score: Raw -7502353.961556 + Penalty 5377.258111 = -7496976.703445
  nChanged 3
		SP:Iteration 71Q (6183.970000 sec): 3 clusters
  Score: Raw -7502355.651872 + Penalty 5377.258111 = -7496978.393761
  nChanged 4
		SP:Iteration 72Q (6184.100000 sec): 3 clusters
  Score: Raw -7502358.098854 + Penalty 5377.258111 = -7496980.840744
  nChanged 5
		SP:Iteration 73Q (6184.230000 sec): 3 clusters
  Score: Raw -7502360.006645 + Penalty 5377.258111 = -7496982.748535
  nChanged 1
		SP:Iteration 74Q (6184.370000 sec): 3 clusters
  Score: Raw -7502360.510682 + Penalty 5377.258111 = -7496983.252571
  nChanged 1
		SP:Iteration 75Q (6184.490000 sec): 3 clusters
  Score: Raw -7502360.916182 + Penalty 5377.258111 = -7496983.658071
  nChanged 2
		SP:Iteration 76Q (6184.630000 sec): 3 clusters
  Score: Raw -7502362.630459 + Penalty 5377.258111 = -7496985.372348
  nChanged 2
		SP:Iteration 77Q (6184.750000 sec): 3 clusters
  Score: Raw -7502364.427600 + Penalty 5377.258111 = -7496987.169489
  nChanged 5
		SP:Iteration 78Q (6184.890000 sec): 3 clusters
  Score: Raw -7502367.644727 + Penalty 5377.258111 = -7496990.386616
  nChanged 1
		SP:Iteration 79Q (6185.020000 sec): 3 clusters
  Score: Raw -7502368.488477 + Penalty 5377.258111 = -7496991.230366
  nChanged 2
		SP:Iteration 80F (6185.200000 sec): 3 clusters
  Score: Raw -7502369.447784 + Penalty 5377.258111 = -7496992.189673
  nChanged 1
		SP:Iteration 81Q (6185.330000 sec): 3 clusters
  Score: Raw -7502370.424937 + Penalty 5377.258111 = -7496993.166826
  nChanged 1
		SP:Iteration 82Q (6185.460000 sec): 3 clusters
  Score: Raw -7502371.038266 + Penalty 5377.258111 = -7496993.780156
  nChanged 0
		SP:Iteration 83F (6185.650000 sec): 3 clusters
  Score: Raw -7502371.038266 + Penalty 5377.258111 = -7496993.780156
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6185.680000 sec): 2 clusters
  Score: Raw -78986.204222 + Penalty 1532.644130 = -77453.560092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6185.690000 sec): 3 clusters
  Score: Raw -79217.831438 + Penalty 3065.288260 = -76152.543177
  nChanged 119
		SP:Iteration 1F (6185.690000 sec): 3 clusters
  Score: Raw -79635.929113 + Penalty 3065.288260 = -76570.640853
  nChanged 63
		SP:Iteration 2F (6185.690000 sec): 3 clusters
  Score: Raw -79893.827447 + Penalty 3065.288260 = -76828.539187
  nChanged 38
		SP:Iteration 3F (6185.690000 sec): 3 clusters
  Score: Raw -80072.279338 + Penalty 3065.288260 = -77006.991078
  nChanged 21
		SP:Iteration 4Q (6185.690000 sec): 3 clusters
  Score: Raw -80226.687993 + Penalty 3065.288260 = -77161.399733
  nChanged 13
		SP:Iteration 5Q (6185.700000 sec): 3 clusters
  Score: Raw -80287.556409 + Penalty 3065.288260 = -77222.268149
  nChanged 7
		SP:Iteration 6Q (6185.700000 sec): 3 clusters
  Score: Raw -80333.474441 + Penalty 3065.288260 = -77268.186181
  nChanged 3
		SP:Iteration 7Q (6185.700000 sec): 3 clusters
  Score: Raw -80360.869048 + Penalty 3065.288260 = -77295.580788
  nChanged 1
		SP:Iteration 8Q (6185.700000 sec): 3 clusters
  Score: Raw -80483.037019 + Penalty 3065.288260 = -77417.748759
  nChanged 0
		SP:Iteration 9F (6185.700000 sec): 3 clusters
  Score: Raw -80489.069462 + Penalty 3065.288260 = -77423.781202
  nChanged 1
		SP:Iteration 10Q (6185.700000 sec): 3 clusters
  Score: Raw -80523.534890 + Penalty 3065.288260 = -77458.246629
  nChanged 1
		SP:Iteration 11Q (6185.700000 sec): 3 clusters
  Score: Raw -80529.838655 + Penalty 3065.288260 = -77464.550395
  nChanged 0
		SP:Iteration 12F (6185.700000 sec): 3 clusters
  Score: Raw -80529.838655 + Penalty 3065.288260 = -77464.550395
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 39.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6185.710000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6185.720000 sec): 3 clusters
  Score: Raw -68237.580717 + Penalty 3055.958832 = -65181.621886
  nChanged 78
		SP:Iteration 1F (6185.720000 sec): 3 clusters
  Score: Raw -68407.692547 + Penalty 3055.958832 = -65351.733715
  nChanged 21
		SP:Iteration 2Q (6185.720000 sec): 3 clusters
  Score: Raw -68456.842693 + Penalty 3055.958832 = -65400.883861
  nChanged 12
		SP:Iteration 3Q (6185.720000 sec): 3 clusters
  Score: Raw -68504.374351 + Penalty 3055.958832 = -65448.415520
  nChanged 5
		SP:Iteration 4Q (6185.720000 sec): 3 clusters
  Score: Raw -68522.188610 + Penalty 3055.958832 = -65466.229778
  nChanged 2
		SP:Iteration 5Q (6185.720000 sec): 3 clusters
  Score: Raw -68524.514256 + Penalty 3055.958832 = -65468.555424
  nChanged 1
		SP:Iteration 6Q (6185.720000 sec): 3 clusters
  Score: Raw -68526.201818 + Penalty 3055.958832 = -65470.242986
  nChanged 1
		SP:Iteration 7Q (6185.730000 sec): 3 clusters
  Score: Raw -68528.865132 + Penalty 3055.958832 = -65472.906300
  nChanged 1
		SP:Iteration 8Q (6185.730000 sec): 3 clusters
  Score: Raw -68529.779011 + Penalty 3055.958832 = -65473.820179
  nChanged 0
		SP:Iteration 9F (6185.730000 sec): 3 clusters
  Score: Raw -68529.779011 + Penalty 3055.958832 = -65473.820179
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (268687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6186.620000 sec): 2 clusters
  Score: Raw -39759824.110697 + Penalty 3100.322998 = -39756723.787699
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6187.620000 sec): 3 clusters
  Score: Raw -39582317.790404 + Penalty 6200.645997 = -39576117.144408
  nChanged 129957
		SP:Iteration 1F (6188.620000 sec): 3 clusters
  Score: Raw -39658759.457768 + Penalty 6200.645997 = -39652558.811772
  nChanged 6659
		SP:Iteration 2Q (6189.660000 sec): 3 clusters
  Score: Raw -39659946.839804 + Penalty 6200.645997 = -39653746.193807
  nChanged 7047
		SP:Iteration 3Q (6190.670000 sec): 3 clusters
  Score: Raw -39661322.880103 + Penalty 6200.645997 = -39655122.234106
  nChanged 7429
		SP:Iteration 4Q (6191.690000 sec): 3 clusters
  Score: Raw -39662904.523588 + Penalty 6200.645997 = -39656703.877592
  nChanged 8079
		SP:Iteration 5Q (6192.710000 sec): 3 clusters
  Score: Raw -39664754.278929 + Penalty 6200.645997 = -39658553.632933
  nChanged 8494
		SP:Iteration 6Q (6193.730000 sec): 3 clusters
  Score: Raw -39666830.185824 + Penalty 6200.645997 = -39660629.539827
  nChanged 9056
		SP:Iteration 7Q (6194.750000 sec): 3 clusters
  Score: Raw -39669073.651718 + Penalty 6200.645997 = -39662873.005721
  nChanged 9149
		SP:Iteration 8Q (6195.760000 sec): 3 clusters
  Score: Raw -39671345.610728 + Penalty 6200.645997 = -39665144.964731
  nChanged 9276
		SP:Iteration 9Q (6196.780000 sec): 3 clusters
  Score: Raw -39673688.847347 + Penalty 6200.645997 = -39667488.201351
  nChanged 9044
		SP:Iteration 10Q (6197.790000 sec): 3 clusters
  Score: Raw -39675929.294174 + Penalty 6200.645997 = -39669728.648177
  nChanged 8793
		SP:Iteration 11Q (6198.810000 sec): 3 clusters
  Score: Raw -39678020.671191 + Penalty 6200.645997 = -39671820.025195
  nChanged 8407
		SP:Iteration 12Q (6199.830000 sec): 3 clusters
  Score: Raw -39680090.089585 + Penalty 6200.645997 = -39673889.443588
  nChanged 8548
		SP:Iteration 13Q (6200.850000 sec): 3 clusters
  Score: Raw -39682401.859178 + Penalty 6200.645997 = -39676201.213182
  nChanged 8986
		SP:Iteration 14Q (6201.860000 sec): 3 clusters
  Score: Raw -39685140.545063 + Penalty 6200.645997 = -39678939.899066
  nChanged 9821
		SP:Iteration 15Q (6202.880000 sec): 3 clusters
  Score: Raw -39688699.426847 + Penalty 6200.645997 = -39682498.780851
  nChanged 11235
		SP:Iteration 16Q (6203.880000 sec): 3 clusters
  Score: Raw -39693664.865328 + Penalty 6200.645997 = -39687464.219331
  nChanged 13261
		SP:Iteration 17Q (6204.900000 sec): 3 clusters
  Score: Raw -39700823.066675 + Penalty 6200.645997 = -39694622.420679
  nChanged 15200
		SP:Iteration 18F (6205.890000 sec): 3 clusters
  Score: Raw -39710583.298954 + Penalty 6200.645997 = -39704382.652957
  nChanged 16240
		SP:Iteration 19F (6206.880000 sec): 3 clusters
  Score: Raw -39722748.375957 + Penalty 6200.645997 = -39716547.729960
  nChanged 15339
		SP:Iteration 20F (6207.860000 sec): 3 clusters
  Score: Raw -39735771.702526 + Penalty 6200.645997 = -39729571.056530
  nChanged 12226
		SP:Iteration 21Q (6208.870000 sec): 3 clusters
  Score: Raw -39747210.845224 + Penalty 6200.645997 = -39741010.199228
  nChanged 7818
		SP:Iteration 22Q (6209.850000 sec): 3 clusters
  Score: Raw -39754764.794792 + Penalty 6200.645997 = -39748564.148795
  nChanged 3665
		SP:Iteration 23Q (6210.710000 sec): 3 clusters
  Score: Raw -39758240.307140 + Penalty 6200.645997 = -39752039.661143
  nChanged 1307
		SP:Iteration 24Q (6211.460000 sec): 3 clusters
  Score: Raw -39759476.101105 + Penalty 6200.645997 = -39753275.455108
  nChanged 378
		SP:Iteration 25Q (6212.150000 sec): 3 clusters
  Score: Raw -39759873.624997 + Penalty 6200.645997 = -39753672.979000
  nChanged 113
		SP:Iteration 26Q (6212.800000 sec): 3 clusters
  Score: Raw -39760020.532350 + Penalty 6200.645997 = -39753819.886353
  nChanged 48
		SP:Iteration 27Q (6213.470000 sec): 3 clusters
  Score: Raw -39760081.348954 + Penalty 6200.645997 = -39753880.702957
  nChanged 26
		SP:Iteration 28Q (6214.170000 sec): 3 clusters
  Score: Raw -39760116.621786 + Penalty 6200.645997 = -39753915.975789
  nChanged 16
		SP:Iteration 29Q (6214.850000 sec): 3 clusters
  Score: Raw -39760134.959247 + Penalty 6200.645997 = -39753934.313250
  nChanged 9
		SP:Iteration 30Q (6215.530000 sec): 3 clusters
  Score: Raw -39760148.255468 + Penalty 6200.645997 = -39753947.609471
  nChanged 14
		SP:Iteration 31Q (6216.210000 sec): 3 clusters
  Score: Raw -39760167.699288 + Penalty 6200.645997 = -39753967.053292
  nChanged 9
		SP:Iteration 32Q (6216.890000 sec): 3 clusters
  Score: Raw -39760179.799529 + Penalty 6200.645997 = -39753979.153533
  nChanged 8
		SP:Iteration 33Q (6217.560000 sec): 3 clusters
  Score: Raw -39760191.950321 + Penalty 6200.645997 = -39753991.304324
  nChanged 6
		SP:Iteration 34Q (6218.240000 sec): 3 clusters
  Score: Raw -39760199.636631 + Penalty 6200.645997 = -39753998.990635
  nChanged 9
		SP:Iteration 35Q (6218.920000 sec): 3 clusters
  Score: Raw -39760208.077561 + Penalty 6200.645997 = -39754007.431564
  nChanged 3
		SP:Iteration 36Q (6219.600000 sec): 3 clusters
  Score: Raw -39760210.756045 + Penalty 6200.645997 = -39754010.110049
  nChanged 1
		SP:Iteration 37Q (6220.270000 sec): 3 clusters
  Score: Raw -39760211.481424 + Penalty 6200.645997 = -39754010.835427
  nChanged 0
		SP:Iteration 38F (6221.250000 sec): 3 clusters
  Score: Raw -39760211.481424 + Penalty 6200.645997 = -39754010.835427
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6221.440000 sec): 2 clusters
  Score: Raw -5134074.891526 + Penalty 2584.644570 = -5131490.246956
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6221.570000 sec): 3 clusters
  Score: Raw -5113799.399414 + Penalty 5169.289140 = -5108630.110274
  nChanged 15125
		SP:Iteration 1F (6221.690000 sec): 3 clusters
  Score: Raw -5122174.879786 + Penalty 5169.289140 = -5117005.590646
  nChanged 1522
		SP:Iteration 2Q (6221.810000 sec): 3 clusters
  Score: Raw -5122663.940296 + Penalty 5169.289140 = -5117494.651156
  nChanged 1430
		SP:Iteration 3Q (6221.940000 sec): 3 clusters
  Score: Raw -5123152.652717 + Penalty 5169.289140 = -5117983.363577
  nChanged 1391
		SP:Iteration 4Q (6222.070000 sec): 3 clusters
  Score: Raw -5123696.593185 + Penalty 5169.289140 = -5118527.304045
  nChanged 1453
		SP:Iteration 5Q (6222.190000 sec): 3 clusters
  Score: Raw -5124327.850207 + Penalty 5169.289140 = -5119158.561067
  nChanged 1616
		SP:Iteration 6Q (6222.320000 sec): 3 clusters
  Score: Raw -5125107.307067 + Penalty 5169.289140 = -5119938.017927
  nChanged 1680
		SP:Iteration 7F (6222.450000 sec): 3 clusters
  Score: Raw -5126015.902550 + Penalty 5169.289140 = -5120846.613410
  nChanged 1828
		SP:Iteration 8F (6222.570000 sec): 3 clusters
  Score: Raw -5127071.340464 + Penalty 5169.289140 = -5121902.051324
  nChanged 1815
		SP:Iteration 9F (6222.690000 sec): 3 clusters
  Score: Raw -5128153.421403 + Penalty 5169.289140 = -5122984.132263
  nChanged 1768
		SP:Iteration 10F (6222.820000 sec): 3 clusters
  Score: Raw -5129191.615709 + Penalty 5169.289140 = -5124022.326569
  nChanged 1516
		SP:Iteration 11Q (6222.950000 sec): 3 clusters
  Score: Raw -5130104.002449 + Penalty 5169.289140 = -5124934.713309
  nChanged 1209
		SP:Iteration 12Q (6223.070000 sec): 3 clusters
  Score: Raw -5130778.941439 + Penalty 5169.289140 = -5125609.652299
  nChanged 889
		SP:Iteration 13Q (6223.190000 sec): 3 clusters
  Score: Raw -5131139.260749 + Penalty 5169.289140 = -5125969.971609
  nChanged 629
		SP:Iteration 14Q (6223.320000 sec): 3 clusters
  Score: Raw -5131346.290054 + Penalty 5169.289140 = -5126177.000914
  nChanged 514
		SP:Iteration 15Q (6223.440000 sec): 3 clusters
  Score: Raw -5131499.153720 + Penalty 5169.289140 = -5126329.864580
  nChanged 453
		SP:Iteration 16Q (6223.560000 sec): 3 clusters
  Score: Raw -5131625.274424 + Penalty 5169.289140 = -5126455.985284
  nChanged 434
		SP:Iteration 17Q (6223.680000 sec): 3 clusters
  Score: Raw -5131736.787959 + Penalty 5169.289140 = -5126567.498819
  nChanged 401
		SP:Iteration 18Q (6223.810000 sec): 3 clusters
  Score: Raw -5131846.911014 + Penalty 5169.289140 = -5126677.621874
  nChanged 416
		SP:Iteration 19Q (6223.920000 sec): 3 clusters
  Score: Raw -5131961.835288 + Penalty 5169.289140 = -5126792.546148
  nChanged 431
		SP:Iteration 20F (6224.050000 sec): 3 clusters
  Score: Raw -5132081.653709 + Penalty 5169.289140 = -5126912.364569
  nChanged 412
		SP:Iteration 21Q (6224.170000 sec): 3 clusters
  Score: Raw -5132190.393868 + Penalty 5169.289140 = -5127021.104728
  nChanged 417
		SP:Iteration 22Q (6224.290000 sec): 3 clusters
  Score: Raw -5132304.578836 + Penalty 5169.289140 = -5127135.289696
  nChanged 437
		SP:Iteration 23Q (6224.400000 sec): 3 clusters
  Score: Raw -5132433.409631 + Penalty 5169.289140 = -5127264.120491
  nChanged 439
		SP:Iteration 24Q (6224.520000 sec): 3 clusters
  Score: Raw -5132563.074124 + Penalty 5169.289140 = -5127393.784984
  nChanged 407
		SP:Iteration 25Q (6224.630000 sec): 3 clusters
  Score: Raw -5132678.956939 + Penalty 5169.289140 = -5127509.667799
  nChanged 368
		SP:Iteration 26Q (6224.750000 sec): 3 clusters
  Score: Raw -5132776.615194 + Penalty 5169.289140 = -5127607.326054
  nChanged 320
		SP:Iteration 27Q (6224.860000 sec): 3 clusters
  Score: Raw -5132860.000871 + Penalty 5169.289140 = -5127690.711731
  nChanged 297
		SP:Iteration 28Q (6224.970000 sec): 3 clusters
  Score: Raw -5132934.542620 + Penalty 5169.289140 = -5127765.253479
  nChanged 289
		SP:Iteration 29Q (6225.080000 sec): 3 clusters
  Score: Raw -5133011.528121 + Penalty 5169.289140 = -5127842.238981
  nChanged 293
		SP:Iteration 30Q (6225.190000 sec): 3 clusters
  Score: Raw -5133086.533706 + Penalty 5169.289140 = -5127917.244566
  nChanged 271
		SP:Iteration 31Q (6225.300000 sec): 3 clusters
  Score: Raw -5133158.692263 + Penalty 5169.289140 = -5127989.403123
  nChanged 260
		SP:Iteration 32Q (6225.410000 sec): 3 clusters
  Score: Raw -5133229.435067 + Penalty 5169.289140 = -5128060.145927
  nChanged 268
		SP:Iteration 33Q (6225.510000 sec): 3 clusters
  Score: Raw -5133301.864504 + Penalty 5169.289140 = -5128132.575364
  nChanged 243
		SP:Iteration 34Q (6225.620000 sec): 3 clusters
  Score: Raw -5133364.565549 + Penalty 5169.289140 = -5128195.276409
  nChanged 230
		SP:Iteration 35Q (6225.730000 sec): 3 clusters
  Score: Raw -5133419.926290 + Penalty 5169.289140 = -5128250.637149
  nChanged 206
		SP:Iteration 36Q (6225.830000 sec): 3 clusters
  Score: Raw -5133467.400723 + Penalty 5169.289140 = -5128298.111583
  nChanged 192
		SP:Iteration 37Q (6225.940000 sec): 3 clusters
  Score: Raw -5133511.620440 + Penalty 5169.289140 = -5128342.331300
  nChanged 163
		SP:Iteration 38Q (6226.040000 sec): 3 clusters
  Score: Raw -5133554.084450 + Penalty 5169.289140 = -5128384.795310
  nChanged 154
		SP:Iteration 39Q (6226.150000 sec): 3 clusters
  Score: Raw -5133592.555293 + Penalty 5169.289140 = -5128423.266153
  nChanged 136
		SP:Iteration 40F (6226.270000 sec): 3 clusters
  Score: Raw -5133623.125959 + Penalty 5169.289140 = -5128453.836819
  nChanged 127
		SP:Iteration 41Q (6226.370000 sec): 3 clusters
  Score: Raw -5133651.249624 + Penalty 5169.289140 = -5128481.960484
  nChanged 107
		SP:Iteration 42Q (6226.470000 sec): 3 clusters
  Score: Raw -5133673.460567 + Penalty 5169.289140 = -5128504.171427
  nChanged 86
		SP:Iteration 43Q (6226.580000 sec): 3 clusters
  Score: Raw -5133691.941910 + Penalty 5169.289140 = -5128522.652770
  nChanged 85
		SP:Iteration 44Q (6226.680000 sec): 3 clusters
  Score: Raw -5133708.306670 + Penalty 5169.289140 = -5128539.017530
  nChanged 81
		SP:Iteration 45Q (6226.780000 sec): 3 clusters
  Score: Raw -5133722.521941 + Penalty 5169.289140 = -5128553.232801
  nChanged 85
		SP:Iteration 46Q (6226.880000 sec): 3 clusters
  Score: Raw -5133740.044569 + Penalty 5169.289140 = -5128570.755429
  nChanged 98
		SP:Iteration 47Q (6226.980000 sec): 3 clusters
  Score: Raw -5133763.346441 + Penalty 5169.289140 = -5128594.057301
  nChanged 97
		SP:Iteration 48Q (6227.080000 sec): 3 clusters
  Score: Raw -5133790.481396 + Penalty 5169.289140 = -5128621.192256
  nChanged 95
		SP:Iteration 49Q (6227.180000 sec): 3 clusters
  Score: Raw -5133815.262451 + Penalty 5169.289140 = -5128645.973311
  nChanged 84
		SP:Iteration 50Q (6227.280000 sec): 3 clusters
  Score: Raw -5133839.232152 + Penalty 5169.289140 = -5128669.943012
  nChanged 70
		SP:Iteration 51Q (6227.370000 sec): 3 clusters
  Score: Raw -5133855.921472 + Penalty 5169.289140 = -5128686.632332
  nChanged 69
		SP:Iteration 52Q (6227.470000 sec): 3 clusters
  Score: Raw -5133870.286580 + Penalty 5169.289140 = -5128700.997440
  nChanged 55
		SP:Iteration 53Q (6227.570000 sec): 3 clusters
  Score: Raw -5133881.574851 + Penalty 5169.289140 = -5128712.285711
  nChanged 54
		SP:Iteration 54Q (6227.670000 sec): 3 clusters
  Score: Raw -5133892.369112 + Penalty 5169.289140 = -5128723.079972
  nChanged 39
		SP:Iteration 55Q (6227.770000 sec): 3 clusters
  Score: Raw -5133900.034144 + Penalty 5169.289140 = -5128730.745003
  nChanged 47
		SP:Iteration 56Q (6227.860000 sec): 3 clusters
  Score: Raw -5133910.106904 + Penalty 5169.289140 = -5128740.817764
  nChanged 42
		SP:Iteration 57Q (6227.960000 sec): 3 clusters
  Score: Raw -5133919.304619 + Penalty 5169.289140 = -5128750.015478
  nChanged 43
		SP:Iteration 58Q (6228.060000 sec): 3 clusters
  Score: Raw -5133929.100592 + Penalty 5169.289140 = -5128759.811451
  nChanged 45
		SP:Iteration 59Q (6228.150000 sec): 3 clusters
  Score: Raw -5133938.088453 + Penalty 5169.289140 = -5128768.799313
  nChanged 33
		SP:Iteration 60F (6228.280000 sec): 3 clusters
  Score: Raw -5133946.454079 + Penalty 5169.289140 = -5128777.164939
  nChanged 40
		SP:Iteration 61Q (6228.380000 sec): 3 clusters
  Score: Raw -5133953.733609 + Penalty 5169.289140 = -5128784.444469
  nChanged 32
		SP:Iteration 62Q (6228.470000 sec): 3 clusters
  Score: Raw -5133959.892222 + Penalty 5169.289140 = -5128790.603082
  nChanged 31
		SP:Iteration 63Q (6228.570000 sec): 3 clusters
  Score: Raw -5133968.630655 + Penalty 5169.289140 = -5128799.341515
  nChanged 37
		SP:Iteration 64Q (6228.660000 sec): 3 clusters
  Score: Raw -5133978.008088 + Penalty 5169.289140 = -5128808.718948
  nChanged 38
		SP:Iteration 65Q (6228.760000 sec): 3 clusters
  Score: Raw -5133986.588773 + Penalty 5169.289140 = -5128817.299633
  nChanged 47
		SP:Iteration 66Q (6228.850000 sec): 3 clusters
  Score: Raw -5134000.351871 + Penalty 5169.289140 = -5128831.062731
  nChanged 48
		SP:Iteration 67Q (6228.950000 sec): 3 clusters
  Score: Raw -5134013.914395 + Penalty 5169.289140 = -5128844.625255
  nChanged 49
		SP:Iteration 68Q (6229.050000 sec): 3 clusters
  Score: Raw -5134026.615647 + Penalty 5169.289140 = -5128857.326507
  nChanged 47
		SP:Iteration 69Q (6229.140000 sec): 3 clusters
  Score: Raw -5134037.477934 + Penalty 5169.289140 = -5128868.188794
  nChanged 42
		SP:Iteration 70Q (6229.230000 sec): 3 clusters
  Score: Raw -5134047.451327 + Penalty 5169.289140 = -5128878.162187
  nChanged 43
		SP:Iteration 71Q (6229.330000 sec): 3 clusters
  Score: Raw -5134057.729143 + Penalty 5169.289140 = -5128888.440003
  nChanged 31
		SP:Iteration 72Q (6229.420000 sec): 3 clusters
  Score: Raw -5134065.679452 + Penalty 5169.289140 = -5128896.390312
  nChanged 32
		SP:Iteration 73Q (6229.510000 sec): 3 clusters
  Score: Raw -5134074.079636 + Penalty 5169.289140 = -5128904.790496
  nChanged 36
		SP:Iteration 74Q (6229.610000 sec): 3 clusters
  Score: Raw -5134082.623168 + Penalty 5169.289140 = -5128913.334028
  nChanged 34
		SP:Iteration 75Q (6229.710000 sec): 3 clusters
  Score: Raw -5134092.171521 + Penalty 5169.289140 = -5128922.882381
  nChanged 27
		SP:Iteration 76Q (6229.800000 sec): 3 clusters
  Score: Raw -5134098.937712 + Penalty 5169.289140 = -5128929.648572
  nChanged 34
		SP:Iteration 77Q (6229.890000 sec): 3 clusters
  Score: Raw -5134107.390434 + Penalty 5169.289140 = -5128938.101294
  nChanged 30
		SP:Iteration 78Q (6229.990000 sec): 3 clusters
  Score: Raw -5134113.455975 + Penalty 5169.289140 = -5128944.166835
  nChanged 21
		SP:Iteration 79Q (6230.080000 sec): 3 clusters
  Score: Raw -5134118.863018 + Penalty 5169.289140 = -5128949.573878
  nChanged 26
		SP:Iteration 80F (6230.210000 sec): 3 clusters
  Score: Raw -5134126.168627 + Penalty 5169.289140 = -5128956.879487
  nChanged 35
		SP:Iteration 81Q (6230.300000 sec): 3 clusters
  Score: Raw -5134136.055066 + Penalty 5169.289140 = -5128966.765926
  nChanged 30
		SP:Iteration 82Q (6230.390000 sec): 3 clusters
  Score: Raw -5134146.153378 + Penalty 5169.289140 = -5128976.864238
  nChanged 37
		SP:Iteration 83Q (6230.490000 sec): 3 clusters
  Score: Raw -5134157.970444 + Penalty 5169.289140 = -5128988.681304
  nChanged 39
		SP:Iteration 84Q (6230.580000 sec): 3 clusters
  Score: Raw -5134170.764037 + Penalty 5169.289140 = -5129001.474897
  nChanged 42
		SP:Iteration 85Q (6230.680000 sec): 3 clusters
  Score: Raw -5134182.599816 + Penalty 5169.289140 = -5129013.310676
  nChanged 32
		SP:Iteration 86Q (6230.770000 sec): 3 clusters
  Score: Raw -5134191.185131 + Penalty 5169.289140 = -5129021.895991
  nChanged 27
		SP:Iteration 87Q (6230.860000 sec): 3 clusters
  Score: Raw -5134198.986069 + Penalty 5169.289140 = -5129029.696929
  nChanged 27
		SP:Iteration 88Q (6230.960000 sec): 3 clusters
  Score: Raw -5134207.144822 + Penalty 5169.289140 = -5129037.855682
  nChanged 32
		SP:Iteration 89Q (6231.050000 sec): 3 clusters
  Score: Raw -5134217.098593 + Penalty 5169.289140 = -5129047.809453
  nChanged 20
		SP:Iteration 90Q (6231.150000 sec): 3 clusters
  Score: Raw -5134222.228228 + Penalty 5169.289140 = -5129052.939088
  nChanged 17
		SP:Iteration 91Q (6231.240000 sec): 3 clusters
  Score: Raw -5134227.930444 + Penalty 5169.289140 = -5129058.641303
  nChanged 25
		SP:Iteration 92Q (6231.330000 sec): 3 clusters
  Score: Raw -5134236.537485 + Penalty 5169.289140 = -5129067.248345
  nChanged 15
		SP:Iteration 93Q (6231.420000 sec): 3 clusters
  Score: Raw -5134241.498028 + Penalty 5169.289140 = -5129072.208888
  nChanged 15
		SP:Iteration 94Q (6231.510000 sec): 3 clusters
  Score: Raw -5134245.650431 + Penalty 5169.289140 = -5129076.361290
  nChanged 19
		SP:Iteration 95Q (6231.610000 sec): 3 clusters
  Score: Raw -5134250.973622 + Penalty 5169.289140 = -5129081.684482
  nChanged 9
		SP:Iteration 96Q (6231.700000 sec): 3 clusters
  Score: Raw -5134253.144734 + Penalty 5169.289140 = -5129083.855594
  nChanged 13
		SP:Iteration 97Q (6231.790000 sec): 3 clusters
  Score: Raw -5134255.637418 + Penalty 5169.289140 = -5129086.348278
  nChanged 11
		SP:Iteration 98Q (6231.880000 sec): 3 clusters
  Score: Raw -5134258.995463 + Penalty 5169.289140 = -5129089.706323
  nChanged 11
		SP:Iteration 99Q (6231.970000 sec): 3 clusters
  Score: Raw -5134262.142460 + Penalty 5169.289140 = -5129092.853320
  nChanged 8
		SP:Iteration 100F (6232.100000 sec): 3 clusters
  Score: Raw -5134263.416508 + Penalty 5169.289140 = -5129094.127368
  nChanged 6
		SP:Iteration 101Q (6232.190000 sec): 3 clusters
  Score: Raw -5134264.273212 + Penalty 5169.289140 = -5129094.984072
  nChanged 2
		SP:Iteration 102Q (6232.280000 sec): 3 clusters
  Score: Raw -5134264.737830 + Penalty 5169.289140 = -5129095.448690
  nChanged 1
		SP:Iteration 103Q (6232.370000 sec): 3 clusters
  Score: Raw -5134264.923988 + Penalty 5169.289140 = -5129095.634848
  nChanged 2
		SP:Iteration 104Q (6232.460000 sec): 3 clusters
  Score: Raw -5134265.214323 + Penalty 5169.289140 = -5129095.925183
  nChanged 0
		SP:Iteration 105F (6232.590000 sec): 3 clusters
  Score: Raw -5134265.214323 + Penalty 5169.289140 = -5129095.925183
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.600000 sec): 2 clusters
  Score: Raw -140086.188840 + Penalty 1729.902654 = -138356.286186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.610000 sec): 3 clusters
  Score: Raw -139870.877243 + Penalty 3459.805308 = -136411.071935
  nChanged 277
		SP:Iteration 1F (6232.610000 sec): 3 clusters
  Score: Raw -140239.341389 + Penalty 3459.805308 = -136779.536081
  nChanged 103
		SP:Iteration 2F (6232.610000 sec): 3 clusters
  Score: Raw -140420.416957 + Penalty 3459.805308 = -136960.611649
  nChanged 55
		SP:Iteration 3F (6232.620000 sec): 3 clusters
  Score: Raw -140513.566924 + Penalty 3459.805308 = -137053.761616
  nChanged 41
		SP:Iteration 4Q (6232.620000 sec): 3 clusters
  Score: Raw -140575.550255 + Penalty 3459.805308 = -137115.744947
  nChanged 25
		SP:Iteration 5Q (6232.630000 sec): 3 clusters
  Score: Raw -140617.407253 + Penalty 3459.805308 = -137157.601945
  nChanged 13
		SP:Iteration 6Q (6232.630000 sec): 3 clusters
  Score: Raw -140631.511139 + Penalty 3459.805308 = -137171.705831
  nChanged 6
		SP:Iteration 7Q (6232.630000 sec): 3 clusters
  Score: Raw -140635.737743 + Penalty 3459.805308 = -137175.932435
  nChanged 2
		SP:Iteration 8Q (6232.640000 sec): 3 clusters
  Score: Raw -140638.632896 + Penalty 3459.805308 = -137178.827588
  nChanged 2
		SP:Iteration 9Q (6232.640000 sec): 3 clusters
  Score: Raw -140642.992765 + Penalty 3459.805308 = -137183.187457
  nChanged 4
		SP:Iteration 10Q (6232.650000 sec): 3 clusters
  Score: Raw -140647.184090 + Penalty 3459.805308 = -137187.378782
  nChanged 4
		SP:Iteration 11Q (6232.650000 sec): 3 clusters
  Score: Raw -140651.030159 + Penalty 3459.805308 = -137191.224851
  nChanged 2
		SP:Iteration 12Q (6232.650000 sec): 3 clusters
  Score: Raw -140653.845529 + Penalty 3459.805308 = -137194.040221
  nChanged 6
		SP:Iteration 13Q (6232.660000 sec): 3 clusters
  Score: Raw -140663.088723 + Penalty 3459.805308 = -137203.283415
  nChanged 1
		SP:Iteration 14Q (6232.660000 sec): 3 clusters
  Score: Raw -140664.583144 + Penalty 3459.805308 = -137204.777836
  nChanged 0
		SP:Iteration 15F (6232.660000 sec): 3 clusters
  Score: Raw -140664.583144 + Penalty 3459.805308 = -137204.777836
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.670000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.670000 sec): 3 clusters
  Score: Raw -31500.908097 + Penalty 2705.839273 = -28795.068824
  nChanged 23
		SP:Iteration 1F (6232.670000 sec): 3 clusters
  Score: Raw -31594.331919 + Penalty 2705.839273 = -28888.492646
  nChanged 5
		SP:Iteration 2Q (6232.670000 sec): 3 clusters
  Score: Raw -31613.004895 + Penalty 2705.839273 = -28907.165621
  nChanged 1
		SP:Iteration 3Q (6232.670000 sec): 3 clusters
  Score: Raw -31614.381126 + Penalty 2705.839273 = -28908.541853
  nChanged 1
		SP:Iteration 4Q (6232.670000 sec): 3 clusters
  Score: Raw -31616.955376 + Penalty 2705.839273 = -28911.116103
  nChanged 0
		SP:Iteration 5F (6232.670000 sec): 3 clusters
  Score: Raw -31616.955376 + Penalty 2705.839273 = -28911.116103
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.680000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.680000 sec): 3 clusters
  Score: Raw -77810.448411 + Penalty 3172.049753 = -74638.398658
  nChanged 140
		SP:Iteration 1F (6232.680000 sec): 3 clusters
  Score: Raw -78065.778629 + Penalty 3172.049753 = -74893.728876
  nChanged 40
		SP:Iteration 2F (6232.680000 sec): 3 clusters
  Score: Raw -78193.379241 + Penalty 3172.049753 = -75021.329488
  nChanged 25
		SP:Iteration 3Q (6232.690000 sec): 3 clusters
  Score: Raw -78268.059515 + Penalty 3172.049753 = -75096.009762
  nChanged 22
		SP:Iteration 4Q (6232.690000 sec): 3 clusters
  Score: Raw -78344.948445 + Penalty 3172.049753 = -75172.898692
  nChanged 20
		SP:Iteration 5Q (6232.690000 sec): 3 clusters
  Score: Raw -78452.028318 + Penalty 3172.049753 = -75279.978565
  nChanged 24
		SP:Iteration 6Q (6232.690000 sec): 3 clusters
  Score: Raw -78515.808832 + Penalty 3172.049753 = -75343.759079
  nChanged 17
		SP:Iteration 7Q (6232.690000 sec): 3 clusters
  Score: Raw -78568.724781 + Penalty 3172.049753 = -75396.675028
  nChanged 10
		SP:Iteration 8Q (6232.690000 sec): 3 clusters
  Score: Raw -78610.693854 + Penalty 3172.049753 = -75438.644101
  nChanged 9
		SP:Iteration 9Q (6232.700000 sec): 3 clusters
  Score: Raw -78637.975246 + Penalty 3172.049753 = -75465.925494
  nChanged 8
		SP:Iteration 10Q (6232.700000 sec): 3 clusters
  Score: Raw -78671.445116 + Penalty 3172.049753 = -75499.395363
  nChanged 7
		SP:Iteration 11Q (6232.700000 sec): 3 clusters
  Score: Raw -78701.182009 + Penalty 3172.049753 = -75529.132257
  nChanged 6
		SP:Iteration 12Q (6232.700000 sec): 3 clusters
  Score: Raw -78711.914194 + Penalty 3172.049753 = -75539.864441
  nChanged 1
		SP:Iteration 13Q (6232.700000 sec): 3 clusters
  Score: Raw -78714.395926 + Penalty 3172.049753 = -75542.346173
  nChanged 1
		SP:Iteration 14Q (6232.710000 sec): 3 clusters
  Score: Raw -78716.766428 + Penalty 3172.049753 = -75544.716675
  nChanged 0
		SP:Iteration 15F (6232.710000 sec): 3 clusters
  Score: Raw -78718.641815 + Penalty 3172.049753 = -75546.592062
  nChanged 1
		SP:Iteration 16Q (6232.710000 sec): 3 clusters
  Score: Raw -78728.663087 + Penalty 3172.049753 = -75556.613335
  nChanged 1
		SP:Iteration 17Q (6232.710000 sec): 3 clusters
  Score: Raw -78731.979907 + Penalty 3172.049753 = -75559.930154
  nChanged 4
		SP:Iteration 18Q (6232.710000 sec): 3 clusters
  Score: Raw -78749.636921 + Penalty 3172.049753 = -75577.587169
  nChanged 3
		SP:Iteration 19Q (6232.710000 sec): 3 clusters
  Score: Raw -78759.523445 + Penalty 3172.049753 = -75587.473693
  nChanged 1
		SP:Iteration 20F (6232.720000 sec): 3 clusters
  Score: Raw -78762.586284 + Penalty 3172.049753 = -75590.536531
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.720000 sec): 2 clusters
  Score: Raw -23101.134561 + Penalty 1344.292680 = -21756.841881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.720000 sec): 3 clusters
  Score: Raw -23460.858100 + Penalty 2688.585360 = -20772.272741
  nChanged 29
		SP:Iteration 1F (6232.720000 sec): 3 clusters
  Score: Raw -23890.270385 + Penalty 2688.585360 = -21201.685026
  nChanged 20
		SP:Iteration 2F (6232.720000 sec): 3 clusters
  Score: Raw -24031.537984 + Penalty 2688.585360 = -21342.952625
  nChanged 10
		SP:Iteration 3Q (6232.720000 sec): 3 clusters
  Score: Raw -24097.997112 + Penalty 2688.585360 = -21409.411752
  nChanged 2
		SP:Iteration 4Q (6232.730000 sec): 3 clusters
  Score: Raw -24107.572161 + Penalty 2688.585360 = -21418.986802
  nChanged 2
		SP:Iteration 5Q (6232.730000 sec): 3 clusters
  Score: Raw -24117.351175 + Penalty 2688.585360 = -21428.765815
  nChanged 1
		SP:Iteration 6Q (6232.730000 sec): 3 clusters
  Score: Raw -24119.734100 + Penalty 2688.585360 = -21431.148740
  nChanged 1
		SP:Iteration 7Q (6232.730000 sec): 3 clusters
  Score: Raw -24124.619875 + Penalty 2688.585360 = -21436.034515
  nChanged 1
		SP:Iteration 8Q (6232.730000 sec): 3 clusters
  Score: Raw -24131.978954 + Penalty 2688.585360 = -21443.393594
  nChanged 1
		SP:Iteration 9Q (6232.730000 sec): 3 clusters
  Score: Raw -24138.261455 + Penalty 2688.585360 = -21449.676096
  nChanged 1
		SP:Iteration 10Q (6232.730000 sec): 3 clusters
  Score: Raw -24146.045342 + Penalty 2688.585360 = -21457.459982
  nChanged 0
		SP:Iteration 11F (6232.730000 sec): 3 clusters
  Score: Raw -24146.045342 + Penalty 2688.585360 = -21457.459982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.730000 sec): 2 clusters
  Score: Raw -33429.954582 + Penalty 1392.055770 = -32037.898812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.730000 sec): 3 clusters
  Score: Raw -33626.373490 + Penalty 2784.111541 = -30842.261949
  nChanged 40
		SP:Iteration 1F (6232.730000 sec): 3 clusters
  Score: Raw -33829.745317 + Penalty 2784.111541 = -31045.633776
  nChanged 15
		SP:Iteration 2F (6232.740000 sec): 3 clusters
  Score: Raw -33979.894397 + Penalty 2784.111541 = -31195.782857
  nChanged 10
		SP:Iteration 3Q (6232.740000 sec): 3 clusters
  Score: Raw -34059.657927 + Penalty 2784.111541 = -31275.546386
  nChanged 14
		SP:Iteration 4F (6232.740000 sec): 3 clusters
  Score: Raw -34223.206581 + Penalty 2784.111541 = -31439.095040
  nChanged 9
		SP:Iteration 5Q (6232.740000 sec): 3 clusters
  Score: Raw -34320.378586 + Penalty 2784.111541 = -31536.267045
  nChanged 5
		SP:Iteration 6Q (6232.740000 sec): 3 clusters
  Score: Raw -34368.176431 + Penalty 2784.111541 = -31584.064890
  nChanged 2
		SP:Iteration 7Q (6232.740000 sec): 3 clusters
  Score: Raw -34381.371411 + Penalty 2784.111541 = -31597.259871
  nChanged 3
		SP:Iteration 8Q (6232.740000 sec): 3 clusters
  Score: Raw -34406.643666 + Penalty 2784.111541 = -31622.532125
  nChanged 1
		SP:Iteration 9Q (6232.740000 sec): 3 clusters
  Score: Raw -34412.973360 + Penalty 2784.111541 = -31628.861819
  nChanged 1
		SP:Iteration 10Q (6232.740000 sec): 3 clusters
  Score: Raw -34417.161115 + Penalty 2784.111541 = -31633.049574
  nChanged 3
		SP:Iteration 11Q (6232.750000 sec): 3 clusters
  Score: Raw -34447.606093 + Penalty 2784.111541 = -31663.494552
  nChanged 5
		SP:Iteration 12Q (6232.750000 sec): 3 clusters
  Score: Raw -34476.704280 + Penalty 2784.111541 = -31692.592739
  nChanged 1
		SP:Iteration 13Q (6232.750000 sec): 3 clusters
  Score: Raw -34480.261058 + Penalty 2784.111541 = -31696.149517
  nChanged 0
		SP:Iteration 14F (6232.750000 sec): 3 clusters
  Score: Raw -34480.261058 + Penalty 2784.111541 = -31696.149517
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.750000 sec): 2 clusters
  Score: Raw -29409.107282 + Penalty 1334.214544 = -28074.892739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.750000 sec): 3 clusters
  Score: Raw -29605.196379 + Penalty 2668.429087 = -26936.767292
  nChanged 15
		SP:Iteration 1F (6232.750000 sec): 3 clusters
  Score: Raw -29681.098528 + Penalty 2668.429087 = -27012.669441
  nChanged 4
		SP:Iteration 2Q (6232.750000 sec): 3 clusters
  Score: Raw -29710.914650 + Penalty 2668.429087 = -27042.485562
  nChanged 3
		SP:Iteration 3Q (6232.750000 sec): 3 clusters
  Score: Raw -29730.898062 + Penalty 2668.429087 = -27062.468974
  nChanged 0
		SP:Iteration 4F (6232.750000 sec): 3 clusters
  Score: Raw -29730.898062 + Penalty 2668.429087 = -27062.468974
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.760000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.760000 sec): 3 clusters
  Score: Raw -55104.189805 + Penalty 2975.472535 = -52128.717271
  nChanged 62
		SP:Iteration 1F (6232.760000 sec): 3 clusters
  Score: Raw -55230.032290 + Penalty 2975.472535 = -52254.559755
  nChanged 7
		SP:Iteration 2Q (6232.760000 sec): 3 clusters
  Score: Raw -55243.557658 + Penalty 2975.472535 = -52268.085123
  nChanged 1
		SP:Iteration 3Q (6232.770000 sec): 3 clusters
  Score: Raw -55245.543943 + Penalty 2975.472535 = -52270.071408
  nChanged 6
		SP:Iteration 4Q (6232.770000 sec): 3 clusters
  Score: Raw -55263.769637 + Penalty 2975.472535 = -52288.297102
  nChanged 4
		SP:Iteration 5Q (6232.770000 sec): 3 clusters
  Score: Raw -55281.299513 + Penalty 2975.472535 = -52305.826978
  nChanged 5
		SP:Iteration 6Q (6232.770000 sec): 3 clusters
  Score: Raw -55292.043205 + Penalty 2975.472535 = -52316.570671
  nChanged 1
		SP:Iteration 7Q (6232.770000 sec): 3 clusters
  Score: Raw -55294.019737 + Penalty 2975.472535 = -52318.547202
  nChanged 1
		SP:Iteration 8Q (6232.770000 sec): 3 clusters
  Score: Raw -55296.031873 + Penalty 2975.472535 = -52320.559339
  nChanged 2
		SP:Iteration 9Q (6232.770000 sec): 3 clusters
  Score: Raw -55299.979438 + Penalty 2975.472535 = -52324.506903
  nChanged 2
		SP:Iteration 10Q (6232.770000 sec): 3 clusters
  Score: Raw -55305.510522 + Penalty 2975.472535 = -52330.037987
  nChanged 2
		SP:Iteration 11Q (6232.770000 sec): 3 clusters
  Score: Raw -55310.081045 + Penalty 2975.472535 = -52334.608511
  nChanged 3
		SP:Iteration 12Q (6232.780000 sec): 3 clusters
  Score: Raw -55318.326304 + Penalty 2975.472535 = -52342.853770
  nChanged 1
		SP:Iteration 13Q (6232.780000 sec): 3 clusters
  Score: Raw -55319.745729 + Penalty 2975.472535 = -52344.273195
  nChanged 0
		SP:Iteration 14F (6232.780000 sec): 3 clusters
  Score: Raw -55319.745729 + Penalty 2975.472535 = -52344.273195
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.780000 sec): 2 clusters
  Score: Raw -22119.283038 + Penalty 1408.682807 = -20710.600231
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.790000 sec): 3 clusters
  Score: Raw -22499.667008 + Penalty 2817.365614 = -19682.301394
  nChanged 80
		SP:Iteration 1F (6232.790000 sec): 3 clusters
  Score: Raw -23032.045235 + Penalty 2817.365614 = -20214.679621
  nChanged 25
		SP:Iteration 2F (6232.790000 sec): 3 clusters
  Score: Raw -23221.937039 + Penalty 2817.365614 = -20404.571425
  nChanged 6
		SP:Iteration 3Q (6232.790000 sec): 3 clusters
  Score: Raw -23311.391313 + Penalty 2817.365614 = -20494.025699
  nChanged 7
		SP:Iteration 4Q (6232.790000 sec): 3 clusters
  Score: Raw -23390.043645 + Penalty 2817.365614 = -20572.678031
  nChanged 3
		SP:Iteration 5Q (6232.790000 sec): 3 clusters
  Score: Raw -23455.933005 + Penalty 2817.365614 = -20638.567391
  nChanged 3
		SP:Iteration 6Q (6232.790000 sec): 3 clusters
  Score: Raw -23495.886013 + Penalty 2817.365614 = -20678.520399
  nChanged 2
		SP:Iteration 7Q (6232.790000 sec): 3 clusters
  Score: Raw -23516.344653 + Penalty 2817.365614 = -20698.979039
  nChanged 1
		SP:Iteration 8Q (6232.790000 sec): 3 clusters
  Score: Raw -23525.858318 + Penalty 2817.365614 = -20708.492704
  nChanged 2
		SP:Iteration 9Q (6232.790000 sec): 3 clusters
  Score: Raw -23532.681445 + Penalty 2817.365614 = -20715.315831
  nChanged 1
		SP:Iteration 10Q (6232.790000 sec): 3 clusters
  Score: Raw -23535.517114 + Penalty 2817.365614 = -20718.151500
  nChanged 0
		SP:Iteration 11F (6232.790000 sec): 3 clusters
  Score: Raw -23535.517114 + Penalty 2817.365614 = -20718.151500
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 41.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.800000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.800000 sec): 3 clusters
  Score: Raw -29589.915498 + Penalty 2686.385799 = -26903.529699
  nChanged 16
		SP:Iteration 1F (6232.800000 sec): 3 clusters
  Score: Raw -29652.604532 + Penalty 2686.385799 = -26966.218732
  nChanged 5
		SP:Iteration 2Q (6232.800000 sec): 3 clusters
  Score: Raw -29679.225946 + Penalty 2686.385799 = -26992.840146
  nChanged 6
		SP:Iteration 3Q (6232.810000 sec): 3 clusters
  Score: Raw -29705.570251 + Penalty 2686.385799 = -27019.184452
  nChanged 1
		SP:Iteration 4Q (6232.810000 sec): 3 clusters
  Score: Raw -29708.190483 + Penalty 2686.385799 = -27021.804683
  nChanged 0
		SP:Iteration 5F (6232.810000 sec): 3 clusters
  Score: Raw -29708.190483 + Penalty 2686.385799 = -27021.804683
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.810000 sec): 2 clusters
  Score: Raw -45032.003494 + Penalty 1441.162966 = -43590.840528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.810000 sec): 3 clusters
  Score: Raw -45213.514455 + Penalty 2882.325933 = -42331.188522
  nChanged 54
		SP:Iteration 1F (6232.810000 sec): 3 clusters
  Score: Raw -45348.361253 + Penalty 2882.325933 = -42466.035320
  nChanged 14
		SP:Iteration 2Q (6232.810000 sec): 3 clusters
  Score: Raw -45404.548575 + Penalty 2882.325933 = -42522.222642
  nChanged 8
		SP:Iteration 3Q (6232.810000 sec): 3 clusters
  Score: Raw -45433.339200 + Penalty 2882.325933 = -42551.013267
  nChanged 3
		SP:Iteration 4Q (6232.810000 sec): 3 clusters
  Score: Raw -45455.442099 + Penalty 2882.325933 = -42573.116167
  nChanged 1
		SP:Iteration 5Q (6232.820000 sec): 3 clusters
  Score: Raw -45459.615095 + Penalty 2882.325933 = -42577.289162
  nChanged 3
		SP:Iteration 6Q (6232.820000 sec): 3 clusters
  Score: Raw -45477.106164 + Penalty 2882.325933 = -42594.780232
  nChanged 4
		SP:Iteration 7Q (6232.820000 sec): 3 clusters
  Score: Raw -45485.319800 + Penalty 2882.325933 = -42602.993867
  nChanged 2
		SP:Iteration 8Q (6232.820000 sec): 3 clusters
  Score: Raw -45492.723504 + Penalty 2882.325933 = -42610.397571
  nChanged 3
		SP:Iteration 9Q (6232.820000 sec): 3 clusters
  Score: Raw -45511.634301 + Penalty 2882.325933 = -42629.308369
  nChanged 2
		SP:Iteration 10Q (6232.820000 sec): 3 clusters
  Score: Raw -45514.336440 + Penalty 2882.325933 = -42632.010507
  nChanged 0
		SP:Iteration 11F (6232.820000 sec): 3 clusters
  Score: Raw -45514.336440 + Penalty 2882.325933 = -42632.010507
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.830000 sec): 2 clusters
  Score: Raw -55273.799370 + Penalty 1503.241316 = -53770.558054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.830000 sec): 3 clusters
  Score: Raw -55361.927155 + Penalty 3006.482632 = -52355.444524
  nChanged 73
		SP:Iteration 1F (6232.830000 sec): 3 clusters
  Score: Raw -55595.698655 + Penalty 3006.482632 = -52589.216024
  nChanged 21
		SP:Iteration 2Q (6232.830000 sec): 3 clusters
  Score: Raw -55672.322763 + Penalty 3006.482632 = -52665.840131
  nChanged 18
		SP:Iteration 3Q (6232.830000 sec): 3 clusters
  Score: Raw -55748.365637 + Penalty 3006.482632 = -52741.883005
  nChanged 8
		SP:Iteration 4Q (6232.830000 sec): 3 clusters
  Score: Raw -55795.896882 + Penalty 3006.482632 = -52789.414251
  nChanged 6
		SP:Iteration 5Q (6232.840000 sec): 3 clusters
  Score: Raw -55829.086493 + Penalty 3006.482632 = -52822.603861
  nChanged 8
		SP:Iteration 6Q (6232.840000 sec): 3 clusters
  Score: Raw -55900.259949 + Penalty 3006.482632 = -52893.777318
  nChanged 5
		SP:Iteration 7Q (6232.840000 sec): 3 clusters
  Score: Raw -55918.871893 + Penalty 3006.482632 = -52912.389261
  nChanged 4
		SP:Iteration 8Q (6232.840000 sec): 3 clusters
  Score: Raw -55937.370723 + Penalty 3006.482632 = -52930.888092
  nChanged 4
		SP:Iteration 9Q (6232.840000 sec): 3 clusters
  Score: Raw -55957.426958 + Penalty 3006.482632 = -52950.944326
  nChanged 2
		SP:Iteration 10Q (6232.840000 sec): 3 clusters
  Score: Raw -55963.205729 + Penalty 3006.482632 = -52956.723097
  nChanged 2
		SP:Iteration 11Q (6232.850000 sec): 3 clusters
  Score: Raw -55967.856955 + Penalty 3006.482632 = -52961.374323
  nChanged 3
		SP:Iteration 12Q (6232.850000 sec): 3 clusters
  Score: Raw -55972.874184 + Penalty 3006.482632 = -52966.391552
  nChanged 0
		SP:Iteration 13F (6232.850000 sec): 3 clusters
  Score: Raw -55972.874184 + Penalty 3006.482632 = -52966.391552
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 38 (221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.850000 sec): 2 clusters
  Score: Raw -26010.390594 + Penalty 1338.744350 = -24671.646244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.850000 sec): 3 clusters
  Score: Raw -26436.133167 + Penalty 2677.488700 = -23758.644467
  nChanged 37
		SP:Iteration 1F (6232.850000 sec): 3 clusters
  Score: Raw -26618.569373 + Penalty 2677.488700 = -23941.080673
  nChanged 9
		SP:Iteration 2Q (6232.850000 sec): 3 clusters
  Score: Raw -26743.668899 + Penalty 2677.488700 = -24066.180199
  nChanged 6
		SP:Iteration 3Q (6232.850000 sec): 3 clusters
  Score: Raw -26761.372577 + Penalty 2677.488700 = -24083.883877
  nChanged 3
		SP:Iteration 4Q (6232.850000 sec): 3 clusters
  Score: Raw -26772.010649 + Penalty 2677.488700 = -24094.521949
  nChanged 3
		SP:Iteration 5Q (6232.860000 sec): 3 clusters
  Score: Raw -26784.744679 + Penalty 2677.488700 = -24107.255979
  nChanged 5
		SP:Iteration 6Q (6232.860000 sec): 3 clusters
  Score: Raw -26804.117320 + Penalty 2677.488700 = -24126.628620
  nChanged 4
		SP:Iteration 7Q (6232.860000 sec): 3 clusters
  Score: Raw -26817.971002 + Penalty 2677.488700 = -24140.482302
  nChanged 3
		SP:Iteration 8Q (6232.860000 sec): 3 clusters
  Score: Raw -26834.917463 + Penalty 2677.488700 = -24157.428763
  nChanged 3
		SP:Iteration 9Q (6232.860000 sec): 3 clusters
  Score: Raw -26854.377079 + Penalty 2677.488700 = -24176.888379
  nChanged 5
		SP:Iteration 10Q (6232.860000 sec): 3 clusters
  Score: Raw -26881.349500 + Penalty 2677.488700 = -24203.860800
  nChanged 7
		SP:Iteration 11Q (6232.860000 sec): 3 clusters
  Score: Raw -26925.429994 + Penalty 2677.488700 = -24247.941294
  nChanged 6
		SP:Iteration 12Q (6232.860000 sec): 3 clusters
  Score: Raw -26965.719961 + Penalty 2677.488700 = -24288.231261
  nChanged 5
		SP:Iteration 13Q (6232.860000 sec): 3 clusters
  Score: Raw -26998.053548 + Penalty 2677.488700 = -24320.564848
  nChanged 1
		SP:Iteration 14Q (6232.860000 sec): 3 clusters
  Score: Raw -27008.866289 + Penalty 2677.488700 = -24331.377589
  nChanged 0
		SP:Iteration 15F (6232.860000 sec): 3 clusters
  Score: Raw -27009.170792 + Penalty 2677.488700 = -24331.682092
  nChanged 1
		SP:Iteration 16Q (6232.870000 sec): 3 clusters
  Score: Raw -27023.723017 + Penalty 2677.488700 = -24346.234318
  nChanged 0
		SP:Iteration 17F (6232.870000 sec): 3 clusters
  Score: Raw -27023.723017 + Penalty 2677.488700 = -24346.234318
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.870000 sec): 2 clusters
  Score: Raw -68776.888008 + Penalty 1547.588410 = -67229.299598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.870000 sec): 3 clusters
  Score: Raw -68861.797514 + Penalty 3095.176819 = -65766.620695
  nChanged 98
		SP:Iteration 1F (6232.870000 sec): 3 clusters
  Score: Raw -69067.284103 + Penalty 3095.176819 = -65972.107284
  nChanged 31
		SP:Iteration 2F (6232.870000 sec): 3 clusters
  Score: Raw -69144.059103 + Penalty 3095.176819 = -66048.882283
  nChanged 10
		SP:Iteration 3Q (6232.880000 sec): 3 clusters
  Score: Raw -69164.290701 + Penalty 3095.176819 = -66069.113882
  nChanged 4
		SP:Iteration 4Q (6232.880000 sec): 3 clusters
  Score: Raw -69173.529039 + Penalty 3095.176819 = -66078.352220
  nChanged 8
		SP:Iteration 5Q (6232.880000 sec): 3 clusters
  Score: Raw -69191.894947 + Penalty 3095.176819 = -66096.718128
  nChanged 5
		SP:Iteration 6Q (6232.880000 sec): 3 clusters
  Score: Raw -69206.843328 + Penalty 3095.176819 = -66111.666509
  nChanged 7
		SP:Iteration 7Q (6232.890000 sec): 3 clusters
  Score: Raw -69239.014275 + Penalty 3095.176819 = -66143.837456
  nChanged 8
		SP:Iteration 8Q (6232.890000 sec): 3 clusters
  Score: Raw -69280.404433 + Penalty 3095.176819 = -66185.227614
  nChanged 8
		SP:Iteration 9Q (6232.890000 sec): 3 clusters
  Score: Raw -69306.836131 + Penalty 3095.176819 = -66211.659311
  nChanged 3
		SP:Iteration 10Q (6232.890000 sec): 3 clusters
  Score: Raw -69312.623882 + Penalty 3095.176819 = -66217.447063
  nChanged 1
		SP:Iteration 11Q (6232.890000 sec): 3 clusters
  Score: Raw -69315.185820 + Penalty 3095.176819 = -66220.009001
  nChanged 1
		SP:Iteration 12Q (6232.890000 sec): 3 clusters
  Score: Raw -69317.842682 + Penalty 3095.176819 = -66222.665862
  nChanged 1
		SP:Iteration 13Q (6232.890000 sec): 3 clusters
  Score: Raw -69322.810721 + Penalty 3095.176819 = -66227.633902
  nChanged 1
		SP:Iteration 14Q (6232.890000 sec): 3 clusters
  Score: Raw -69324.231723 + Penalty 3095.176819 = -66229.054903
  nChanged 1
		SP:Iteration 15Q (6232.900000 sec): 3 clusters
  Score: Raw -69325.278118 + Penalty 3095.176819 = -66230.101299
  nChanged 0
		SP:Iteration 16F (6232.900000 sec): 3 clusters
  Score: Raw -69325.278118 + Penalty 3095.176819 = -66230.101299
  nChanged 0
Deleting Class 39 (359 points): Lose 2997.386500 but Gain 3374.686117
Iteration 179Q (6243.960000 sec): 41 clusters
  Score: Raw -117640985.137258 + Penalty 134987.444692 = -117505997.692566
  nChanged 384
Iteration 180F (6287.450000 sec): 41 clusters
  Score: Raw -117642208.657814 + Penalty 134987.444692 = -117507221.213122
  nChanged 157
Iteration 181Q (6298.410000 sec): 41 clusters
  Score: Raw -117642519.323695 + Penalty 134987.444692 = -117507531.879003
  nChanged 90
Iteration 182Q (6309.310000 sec): 41 clusters
  Score: Raw -117642611.319381 + Penalty 134987.444692 = -117507623.874689
  nChanged 45
Iteration 183Q (6320.200000 sec): 41 clusters
  Score: Raw -117642631.954084 + Penalty 134987.444692 = -117507644.509392
  nChanged 37
Iteration 184Q (6331.120000 sec): 41 clusters
  Score: Raw -117642647.032334 + Penalty 134987.444692 = -117507659.587642
  nChanged 23
Iteration 185Q (6341.810000 sec): 41 clusters
  Score: Raw -117642664.470348 + Penalty 134987.444692 = -117507677.025656
  nChanged 19
Iteration 186Q (6352.330000 sec): 41 clusters
  Score: Raw -117642671.352317 + Penalty 134987.444692 = -117507683.907625
  nChanged 23
Iteration 187Q (6362.890000 sec): 41 clusters
  Score: Raw -117642705.216646 + Penalty 134987.444692 = -117507717.771954
  nChanged 15
Iteration 188Q (6373.430000 sec): 41 clusters
  Score: Raw -117642715.362433 + Penalty 134987.444692 = -117507727.917741
  nChanged 11
Iteration 189Q (6384.000000 sec): 41 clusters
  Score: Raw -117642733.797918 + Penalty 134987.444692 = -117507746.353226
  nChanged 10
Iteration 190Q (6394.540000 sec): 41 clusters
  Score: Raw -117642741.641863 + Penalty 134987.444692 = -117507754.197171
  nChanged 8
Iteration 191Q (6405.080000 sec): 41 clusters
  Score: Raw -117642742.230345 + Penalty 134987.444692 = -117507754.785653
  nChanged 10
Iteration 192Q (6415.660000 sec): 41 clusters
  Score: Raw -117642742.446261 + Penalty 134987.444692 = -117507755.001569
  nChanged 15
Iteration 193Q (6426.210000 sec): 41 clusters
  Score: Raw -117642742.709418 + Penalty 134987.444692 = -117507755.264726
  nChanged 10
Iteration 194Q (6437.040000 sec): 41 clusters
  Score: Raw -117642743.069810 + Penalty 134987.444692 = -117507755.625118
  nChanged 9
Iteration 195Q (6447.970000 sec): 41 clusters
  Score: Raw -117642743.320188 + Penalty 134987.444692 = -117507755.875496
  nChanged 10
Iteration 196Q (6458.890000 sec): 41 clusters
  Score: Raw -117642744.108273 + Penalty 134987.444692 = -117507756.663581
  nChanged 7
Iteration 197Q (6469.780000 sec): 41 clusters
  Score: Raw -117642744.325489 + Penalty 134987.444692 = -117507756.880797
  nChanged 13
Iteration 198Q (6480.700000 sec): 41 clusters
  Score: Raw -117642744.645599 + Penalty 134987.444692 = -117507757.200907
  nChanged 16
Iteration 199Q (6491.590000 sec): 41 clusters
  Score: Raw -117642745.083986 + Penalty 134987.444692 = -117507757.639294
  nChanged 16
Iteration 200F (6535.170000 sec): 41 clusters
  Score: Raw -117642755.816002 + Penalty 134987.444692 = -117507768.371310
  nChanged 23
Iteration 201Q (6546.060000 sec): 41 clusters
  Score: Raw -117642933.444149 + Penalty 134987.444692 = -117507945.999457
  nChanged 31
Iteration 202Q (6556.970000 sec): 41 clusters
  Score: Raw -117643021.135640 + Penalty 134987.444692 = -117508033.690948
  nChanged 28
Iteration 203Q (6567.880000 sec): 41 clusters
  Score: Raw -117643038.994308 + Penalty 134987.444692 = -117508051.549616
  nChanged 24
Iteration 204Q (6578.800000 sec): 41 clusters
  Score: Raw -117643052.902826 + Penalty 134987.444692 = -117508065.458134
  nChanged 16
Iteration 205Q (6589.720000 sec): 41 clusters
  Score: Raw -117643053.199258 + Penalty 134987.444692 = -117508065.754566
  nChanged 19
Iteration 206Q (6600.630000 sec): 41 clusters
  Score: Raw -117643053.518853 + Penalty 134987.444692 = -117508066.074161
  nChanged 22
Iteration 207Q (6611.510000 sec): 41 clusters
  Score: Raw -117643053.876708 + Penalty 134987.444692 = -117508066.432016
  nChanged 23
Iteration 208Q (6622.390000 sec): 41 clusters
  Score: Raw -117643054.116067 + Penalty 134987.444692 = -117508066.671375
  nChanged 16
Iteration 209Q (6633.290000 sec): 41 clusters
  Score: Raw -117643054.358348 + Penalty 134987.444692 = -117508066.913656
  nChanged 12
Iteration 210Q (6644.180000 sec): 41 clusters
  Score: Raw -117643054.683746 + Penalty 134987.444692 = -117508067.239054
  nChanged 21
Iteration 211Q (6655.060000 sec): 41 clusters
  Score: Raw -117643054.984489 + Penalty 134987.444692 = -117508067.539797
  nChanged 15
Iteration 212Q (6665.950000 sec): 41 clusters
  Score: Raw -117643055.281357 + Penalty 134987.444692 = -117508067.836665
  nChanged 11
Iteration 213Q (6676.830000 sec): 41 clusters
  Score: Raw -117643055.428401 + Penalty 134987.444692 = -117508067.983709
  nChanged 7
Iteration 214Q (6687.730000 sec): 41 clusters
  Score: Raw -117643055.603816 + Penalty 134987.444692 = -117508068.159124
  nChanged 7
Iteration 215Q (6698.620000 sec): 41 clusters
  Score: Raw -117643055.712579 + Penalty 134987.444692 = -117508068.267887
  nChanged 5
Iteration 216Q (6709.560000 sec): 41 clusters
  Score: Raw -117643055.802514 + Penalty 134987.444692 = -117508068.357822
  nChanged 1
Iteration 217Q (6720.490000 sec): 41 clusters
  Score: Raw -117643055.817483 + Penalty 134987.444692 = -117508068.372791
  nChanged 2
Iteration 218Q (6731.400000 sec): 41 clusters
  Score: Raw -117643055.830250 + Penalty 134987.444692 = -117508068.385558
  nChanged 2
Writing temp clu file 
Because OldScore, -117508068.372791, is greater than current (better) Score,-117508068.385558 
 Compute initial score before splitting:   Score: Raw -117643055.830250 + Penalty 134987.444692 = -117508068.385558
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6731.540000 sec): 2 clusters
  Score: Raw -1048042.454021 + Penalty 2200.828394 = -1045841.625627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6731.570000 sec): 3 clusters
  Score: Raw -1044424.376365 + Penalty 4401.656787 = -1040022.719578
  nChanged 2820
		SP:Iteration 1F (6731.600000 sec): 3 clusters
  Score: Raw -1045969.885673 + Penalty 4401.656787 = -1041568.228886
  nChanged 532
		SP:Iteration 2F (6731.620000 sec): 3 clusters
  Score: Raw -1046232.869851 + Penalty 4401.656787 = -1041831.213064
  nChanged 357
		SP:Iteration 3Q (6731.650000 sec): 3 clusters
  Score: Raw -1046398.973173 + Penalty 4401.656787 = -1041997.316386
  nChanged 282
		SP:Iteration 4Q (6731.670000 sec): 3 clusters
  Score: Raw -1046536.774422 + Penalty 4401.656787 = -1042135.117635
  nChanged 245
		SP:Iteration 5Q (6731.700000 sec): 3 clusters
  Score: Raw -1046656.449947 + Penalty 4401.656787 = -1042254.793160
  nChanged 215
		SP:Iteration 6Q (6731.730000 sec): 3 clusters
  Score: Raw -1046759.076743 + Penalty 4401.656787 = -1042357.419956
  nChanged 214
		SP:Iteration 7Q (6731.750000 sec): 3 clusters
  Score: Raw -1046852.910694 + Penalty 4401.656787 = -1042451.253907
  nChanged 185
		SP:Iteration 8Q (6731.780000 sec): 3 clusters
  Score: Raw -1046934.153396 + Penalty 4401.656787 = -1042532.496609
  nChanged 169
		SP:Iteration 9Q (6731.800000 sec): 3 clusters
  Score: Raw -1047013.474814 + Penalty 4401.656787 = -1042611.818027
  nChanged 173
		SP:Iteration 10Q (6731.830000 sec): 3 clusters
  Score: Raw -1047090.630725 + Penalty 4401.656787 = -1042688.973938
  nChanged 156
		SP:Iteration 11Q (6731.860000 sec): 3 clusters
  Score: Raw -1047164.152142 + Penalty 4401.656787 = -1042762.495355
  nChanged 170
		SP:Iteration 12Q (6731.880000 sec): 3 clusters
  Score: Raw -1047247.441706 + Penalty 4401.656787 = -1042845.784919
  nChanged 177
		SP:Iteration 13Q (6731.910000 sec): 3 clusters
  Score: Raw -1047328.630348 + Penalty 4401.656787 = -1042926.973561
  nChanged 153
		SP:Iteration 14Q (6731.930000 sec): 3 clusters
  Score: Raw -1047396.727366 + Penalty 4401.656787 = -1042995.070579
  nChanged 148
		SP:Iteration 15Q (6731.960000 sec): 3 clusters
  Score: Raw -1047460.110543 + Penalty 4401.656787 = -1043058.453756
  nChanged 143
		SP:Iteration 16Q (6731.980000 sec): 3 clusters
  Score: Raw -1047517.111252 + Penalty 4401.656787 = -1043115.454465
  nChanged 112
		SP:Iteration 17Q (6732.010000 sec): 3 clusters
  Score: Raw -1047563.002992 + Penalty 4401.656787 = -1043161.346205
  nChanged 100
		SP:Iteration 18Q (6732.040000 sec): 3 clusters
  Score: Raw -1047602.773893 + Penalty 4401.656787 = -1043201.117106
  nChanged 87
		SP:Iteration 19Q (6732.060000 sec): 3 clusters
  Score: Raw -1047640.094305 + Penalty 4401.656787 = -1043238.437518
  nChanged 101
		SP:Iteration 20F (6732.090000 sec): 3 clusters
  Score: Raw -1047679.507276 + Penalty 4401.656787 = -1043277.850488
  nChanged 83
		SP:Iteration 21Q (6732.110000 sec): 3 clusters
  Score: Raw -1047708.090989 + Penalty 4401.656787 = -1043306.434202
  nChanged 78
		SP:Iteration 22Q (6732.140000 sec): 3 clusters
  Score: Raw -1047738.330570 + Penalty 4401.656787 = -1043336.673783
  nChanged 78
		SP:Iteration 23Q (6732.160000 sec): 3 clusters
  Score: Raw -1047767.844403 + Penalty 4401.656787 = -1043366.187616
  nChanged 79
		SP:Iteration 24Q (6732.190000 sec): 3 clusters
  Score: Raw -1047797.041549 + Penalty 4401.656787 = -1043395.384761
  nChanged 69
		SP:Iteration 25Q (6732.220000 sec): 3 clusters
  Score: Raw -1047830.148627 + Penalty 4401.656787 = -1043428.491840
  nChanged 81
		SP:Iteration 26Q (6732.240000 sec): 3 clusters
  Score: Raw -1047864.728482 + Penalty 4401.656787 = -1043463.071695
  nChanged 76
		SP:Iteration 27Q (6732.260000 sec): 3 clusters
  Score: Raw -1047897.906863 + Penalty 4401.656787 = -1043496.250076
  nChanged 64
		SP:Iteration 28Q (6732.290000 sec): 3 clusters
  Score: Raw -1047925.134426 + Penalty 4401.656787 = -1043523.477639
  nChanged 56
		SP:Iteration 29Q (6732.320000 sec): 3 clusters
  Score: Raw -1047946.819003 + Penalty 4401.656787 = -1043545.162216
  nChanged 44
		SP:Iteration 30Q (6732.340000 sec): 3 clusters
  Score: Raw -1047964.038738 + Penalty 4401.656787 = -1043562.381951
  nChanged 49
		SP:Iteration 31Q (6732.370000 sec): 3 clusters
  Score: Raw -1047984.105658 + Penalty 4401.656787 = -1043582.448871
  nChanged 38
		SP:Iteration 32Q (6732.390000 sec): 3 clusters
  Score: Raw -1047997.810285 + Penalty 4401.656787 = -1043596.153498
  nChanged 36
		SP:Iteration 33Q (6732.420000 sec): 3 clusters
  Score: Raw -1048013.421514 + Penalty 4401.656787 = -1043611.764727
  nChanged 29
		SP:Iteration 34Q (6732.440000 sec): 3 clusters
  Score: Raw -1048025.917007 + Penalty 4401.656787 = -1043624.260220
  nChanged 30
		SP:Iteration 35Q (6732.470000 sec): 3 clusters
  Score: Raw -1048038.319348 + Penalty 4401.656787 = -1043636.662561
  nChanged 33
		SP:Iteration 36Q (6732.490000 sec): 3 clusters
  Score: Raw -1048053.504252 + Penalty 4401.656787 = -1043651.847465
  nChanged 31
		SP:Iteration 37Q (6732.520000 sec): 3 clusters
  Score: Raw -1048071.017669 + Penalty 4401.656787 = -1043669.360882
  nChanged 37
		SP:Iteration 38Q (6732.540000 sec): 3 clusters
  Score: Raw -1048088.695756 + Penalty 4401.656787 = -1043687.038969
  nChanged 20
		SP:Iteration 39Q (6732.570000 sec): 3 clusters
  Score: Raw -1048098.199347 + Penalty 4401.656787 = -1043696.542560
  nChanged 21
		SP:Iteration 40F (6732.590000 sec): 3 clusters
  Score: Raw -1048107.637406 + Penalty 4401.656787 = -1043705.980619
  nChanged 18
		SP:Iteration 41Q (6732.620000 sec): 3 clusters
  Score: Raw -1048117.292199 + Penalty 4401.656787 = -1043715.635412
  nChanged 23
		SP:Iteration 42Q (6732.640000 sec): 3 clusters
  Score: Raw -1048129.618312 + Penalty 4401.656787 = -1043727.961525
  nChanged 20
		SP:Iteration 43Q (6732.670000 sec): 3 clusters
  Score: Raw -1048139.342200 + Penalty 4401.656787 = -1043737.685412
  nChanged 14
		SP:Iteration 44Q (6732.690000 sec): 3 clusters
  Score: Raw -1048146.596352 + Penalty 4401.656787 = -1043744.939565
  nChanged 19
		SP:Iteration 45Q (6732.720000 sec): 3 clusters
  Score: Raw -1048156.619165 + Penalty 4401.656787 = -1043754.962377
  nChanged 19
		SP:Iteration 46Q (6732.740000 sec): 3 clusters
  Score: Raw -1048167.850715 + Penalty 4401.656787 = -1043766.193928
  nChanged 21
		SP:Iteration 47Q (6732.770000 sec): 3 clusters
  Score: Raw -1048176.319376 + Penalty 4401.656787 = -1043774.662589
  nChanged 15
		SP:Iteration 48Q (6732.790000 sec): 3 clusters
  Score: Raw -1048183.644873 + Penalty 4401.656787 = -1043781.988085
  nChanged 13
		SP:Iteration 49Q (6732.820000 sec): 3 clusters
  Score: Raw -1048190.344717 + Penalty 4401.656787 = -1043788.687930
  nChanged 12
		SP:Iteration 50Q (6732.840000 sec): 3 clusters
  Score: Raw -1048194.248916 + Penalty 4401.656787 = -1043792.592129
  nChanged 9
		SP:Iteration 51Q (6732.860000 sec): 3 clusters
  Score: Raw -1048197.670111 + Penalty 4401.656787 = -1043796.013324
  nChanged 8
		SP:Iteration 52Q (6732.890000 sec): 3 clusters
  Score: Raw -1048201.176080 + Penalty 4401.656787 = -1043799.519293
  nChanged 5
		SP:Iteration 53Q (6732.910000 sec): 3 clusters
  Score: Raw -1048203.434301 + Penalty 4401.656787 = -1043801.777514
  nChanged 5
		SP:Iteration 54Q (6732.940000 sec): 3 clusters
  Score: Raw -1048204.761159 + Penalty 4401.656787 = -1043803.104372
  nChanged 4
		SP:Iteration 55Q (6732.960000 sec): 3 clusters
  Score: Raw -1048206.690418 + Penalty 4401.656787 = -1043805.033631
  nChanged 9
		SP:Iteration 56Q (6732.990000 sec): 3 clusters
  Score: Raw -1048210.298104 + Penalty 4401.656787 = -1043808.641316
  nChanged 5
		SP:Iteration 57Q (6733.020000 sec): 3 clusters
  Score: Raw -1048212.489329 + Penalty 4401.656787 = -1043810.832542
  nChanged 3
		SP:Iteration 58Q (6733.040000 sec): 3 clusters
  Score: Raw -1048213.993284 + Penalty 4401.656787 = -1043812.336497
  nChanged 1
		SP:Iteration 59Q (6733.070000 sec): 3 clusters
  Score: Raw -1048214.432047 + Penalty 4401.656787 = -1043812.775260
  nChanged 1
		SP:Iteration 60F (6733.090000 sec): 3 clusters
  Score: Raw -1048215.120827 + Penalty 4401.656787 = -1043813.464040
  nChanged 2
		SP:Iteration 61Q (6733.120000 sec): 3 clusters
  Score: Raw -1048216.666163 + Penalty 4401.656787 = -1043815.009375
  nChanged 3
		SP:Iteration 62Q (6733.140000 sec): 3 clusters
  Score: Raw -1048217.699178 + Penalty 4401.656787 = -1043816.042391
  nChanged 1
		SP:Iteration 63Q (6733.170000 sec): 3 clusters
  Score: Raw -1048217.941504 + Penalty 4401.656787 = -1043816.284717
  nChanged 0
		SP:Iteration 64F (6733.190000 sec): 3 clusters
  Score: Raw -1048217.941504 + Penalty 4401.656787 = -1043816.284717
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6733.210000 sec): 2 clusters
  Score: Raw -1060798.668335 + Penalty 2207.505127 = -1058591.163208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6733.240000 sec): 3 clusters
  Score: Raw -1056983.523501 + Penalty 4415.010255 = -1052568.513246
  nChanged 2947
		SP:Iteration 1F (6733.270000 sec): 3 clusters
  Score: Raw -1058596.487159 + Penalty 4415.010255 = -1054181.476904
  nChanged 564
		SP:Iteration 2F (6733.290000 sec): 3 clusters
  Score: Raw -1058898.482465 + Penalty 4415.010255 = -1054483.472210
  nChanged 403
		SP:Iteration 3F (6733.320000 sec): 3 clusters
  Score: Raw -1059091.882028 + Penalty 4415.010255 = -1054676.871773
  nChanged 306
		SP:Iteration 4Q (6733.350000 sec): 3 clusters
  Score: Raw -1059230.663093 + Penalty 4415.010255 = -1054815.652838
  nChanged 254
		SP:Iteration 5Q (6733.370000 sec): 3 clusters
  Score: Raw -1059348.450556 + Penalty 4415.010255 = -1054933.440302
  nChanged 243
		SP:Iteration 6Q (6733.400000 sec): 3 clusters
  Score: Raw -1059456.395922 + Penalty 4415.010255 = -1055041.385667
  nChanged 195
		SP:Iteration 7Q (6733.430000 sec): 3 clusters
  Score: Raw -1059538.857306 + Penalty 4415.010255 = -1055123.847051
  nChanged 172
		SP:Iteration 8Q (6733.450000 sec): 3 clusters
  Score: Raw -1059615.794794 + Penalty 4415.010255 = -1055200.784540
  nChanged 162
		SP:Iteration 9Q (6733.480000 sec): 3 clusters
  Score: Raw -1059686.183634 + Penalty 4415.010255 = -1055271.173379
  nChanged 176
		SP:Iteration 10Q (6733.510000 sec): 3 clusters
  Score: Raw -1059754.621454 + Penalty 4415.010255 = -1055339.611200
  nChanged 147
		SP:Iteration 11Q (6733.530000 sec): 3 clusters
  Score: Raw -1059815.116641 + Penalty 4415.010255 = -1055400.106386
  nChanged 137
		SP:Iteration 12Q (6733.560000 sec): 3 clusters
  Score: Raw -1059869.190460 + Penalty 4415.010255 = -1055454.180206
  nChanged 134
		SP:Iteration 13Q (6733.590000 sec): 3 clusters
  Score: Raw -1059927.900550 + Penalty 4415.010255 = -1055512.890295
  nChanged 139
		SP:Iteration 14Q (6733.610000 sec): 3 clusters
  Score: Raw -1059992.048164 + Penalty 4415.010255 = -1055577.037910
  nChanged 140
		SP:Iteration 15Q (6733.640000 sec): 3 clusters
  Score: Raw -1060056.672469 + Penalty 4415.010255 = -1055641.662215
  nChanged 154
		SP:Iteration 16Q (6733.670000 sec): 3 clusters
  Score: Raw -1060131.401048 + Penalty 4415.010255 = -1055716.390794
  nChanged 168
		SP:Iteration 17Q (6733.690000 sec): 3 clusters
  Score: Raw -1060222.706203 + Penalty 4415.010255 = -1055807.695948
  nChanged 172
		SP:Iteration 18Q (6733.720000 sec): 3 clusters
  Score: Raw -1060325.095348 + Penalty 4415.010255 = -1055910.085093
  nChanged 189
		SP:Iteration 19Q (6733.740000 sec): 3 clusters
  Score: Raw -1060429.284577 + Penalty 4415.010255 = -1056014.274322
  nChanged 140
		SP:Iteration 20F (6733.770000 sec): 3 clusters
  Score: Raw -1060495.409410 + Penalty 4415.010255 = -1056080.399156
  nChanged 126
		SP:Iteration 21Q (6733.790000 sec): 3 clusters
  Score: Raw -1060555.924803 + Penalty 4415.010255 = -1056140.914548
  nChanged 104
		SP:Iteration 22Q (6733.820000 sec): 3 clusters
  Score: Raw -1060611.851760 + Penalty 4415.010255 = -1056196.841506
  nChanged 103
		SP:Iteration 23Q (6733.850000 sec): 3 clusters
  Score: Raw -1060666.618495 + Penalty 4415.010255 = -1056251.608240
  nChanged 88
		SP:Iteration 24Q (6733.870000 sec): 3 clusters
  Score: Raw -1060709.695475 + Penalty 4415.010255 = -1056294.685220
  nChanged 71
		SP:Iteration 25Q (6733.900000 sec): 3 clusters
  Score: Raw -1060736.496224 + Penalty 4415.010255 = -1056321.485969
  nChanged 50
		SP:Iteration 26Q (6733.920000 sec): 3 clusters
  Score: Raw -1060752.710890 + Penalty 4415.010255 = -1056337.700635
  nChanged 43
		SP:Iteration 27Q (6733.950000 sec): 3 clusters
  Score: Raw -1060765.188574 + Penalty 4415.010255 = -1056350.178319
  nChanged 41
		SP:Iteration 28Q (6733.970000 sec): 3 clusters
  Score: Raw -1060781.867593 + Penalty 4415.010255 = -1056366.857338
  nChanged 38
		SP:Iteration 29Q (6734.000000 sec): 3 clusters
  Score: Raw -1060795.563226 + Penalty 4415.010255 = -1056380.552971
  nChanged 38
		SP:Iteration 30Q (6734.020000 sec): 3 clusters
  Score: Raw -1060806.207648 + Penalty 4415.010255 = -1056391.197394
  nChanged 36
		SP:Iteration 31Q (6734.050000 sec): 3 clusters
  Score: Raw -1060818.113047 + Penalty 4415.010255 = -1056403.102793
  nChanged 31
		SP:Iteration 32Q (6734.070000 sec): 3 clusters
  Score: Raw -1060826.610018 + Penalty 4415.010255 = -1056411.599763
  nChanged 25
		SP:Iteration 33Q (6734.100000 sec): 3 clusters
  Score: Raw -1060834.682970 + Penalty 4415.010255 = -1056419.672715
  nChanged 20
		SP:Iteration 34Q (6734.120000 sec): 3 clusters
  Score: Raw -1060842.037837 + Penalty 4415.010255 = -1056427.027583
  nChanged 25
		SP:Iteration 35Q (6734.150000 sec): 3 clusters
  Score: Raw -1060847.958006 + Penalty 4415.010255 = -1056432.947751
  nChanged 20
		SP:Iteration 36Q (6734.170000 sec): 3 clusters
  Score: Raw -1060853.157206 + Penalty 4415.010255 = -1056438.146951
  nChanged 14
		SP:Iteration 37Q (6734.200000 sec): 3 clusters
  Score: Raw -1060856.250444 + Penalty 4415.010255 = -1056441.240189
  nChanged 8
		SP:Iteration 38Q (6734.220000 sec): 3 clusters
  Score: Raw -1060858.007340 + Penalty 4415.010255 = -1056442.997086
  nChanged 3
		SP:Iteration 39Q (6734.250000 sec): 3 clusters
  Score: Raw -1060858.419563 + Penalty 4415.010255 = -1056443.409308
  nChanged 3
		SP:Iteration 40F (6734.270000 sec): 3 clusters
  Score: Raw -1060859.151133 + Penalty 4415.010255 = -1056444.140878
  nChanged 4
		SP:Iteration 41Q (6734.300000 sec): 3 clusters
  Score: Raw -1060860.106253 + Penalty 4415.010255 = -1056445.095998
  nChanged 3
		SP:Iteration 42Q (6734.330000 sec): 3 clusters
  Score: Raw -1060860.431113 + Penalty 4415.010255 = -1056445.420858
  nChanged 1
		SP:Iteration 43Q (6734.350000 sec): 3 clusters
  Score: Raw -1060860.562328 + Penalty 4415.010255 = -1056445.552073
  nChanged 1
		SP:Iteration 44Q (6734.370000 sec): 3 clusters
  Score: Raw -1060860.626349 + Penalty 4415.010255 = -1056445.616094
  nChanged 1
		SP:Iteration 45Q (6734.400000 sec): 3 clusters
  Score: Raw -1060860.686770 + Penalty 4415.010255 = -1056445.676515
  nChanged 1
		SP:Iteration 46Q (6734.420000 sec): 3 clusters
  Score: Raw -1060860.815944 + Penalty 4415.010255 = -1056445.805690
  nChanged 0
		SP:Iteration 47F (6734.450000 sec): 3 clusters
  Score: Raw -1060860.815944 + Penalty 4415.010255 = -1056445.805690
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6734.540000 sec): 2 clusters
  Score: Raw -4013511.325887 + Penalty 2532.029182 = -4010979.296705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6734.640000 sec): 3 clusters
  Score: Raw -3997253.397335 + Penalty 5064.058364 = -3992189.338971
  nChanged 12311
		SP:Iteration 1F (6734.740000 sec): 3 clusters
  Score: Raw -4003771.099468 + Penalty 5064.058364 = -3998707.041104
  nChanged 1250
		SP:Iteration 2Q (6734.850000 sec): 3 clusters
  Score: Raw -4004152.214045 + Penalty 5064.058364 = -3999088.155681
  nChanged 1075
		SP:Iteration 3Q (6734.950000 sec): 3 clusters
  Score: Raw -4004451.324243 + Penalty 5064.058364 = -3999387.265878
  nChanged 929
		SP:Iteration 4Q (6735.050000 sec): 3 clusters
  Score: Raw -4004693.504475 + Penalty 5064.058364 = -3999629.446111
  nChanged 812
		SP:Iteration 5Q (6735.150000 sec): 3 clusters
  Score: Raw -4004887.553128 + Penalty 5064.058364 = -3999823.494764
  nChanged 701
		SP:Iteration 6Q (6735.250000 sec): 3 clusters
  Score: Raw -4005065.149713 + Penalty 5064.058364 = -4000001.091349
  nChanged 681
		SP:Iteration 7Q (6735.350000 sec): 3 clusters
  Score: Raw -4005233.570830 + Penalty 5064.058364 = -4000169.512466
  nChanged 623
		SP:Iteration 8Q (6735.450000 sec): 3 clusters
  Score: Raw -4005399.834173 + Penalty 5064.058364 = -4000335.775809
  nChanged 627
		SP:Iteration 9Q (6735.560000 sec): 3 clusters
  Score: Raw -4005593.519000 + Penalty 5064.058364 = -4000529.460636
  nChanged 683
		SP:Iteration 10Q (6735.660000 sec): 3 clusters
  Score: Raw -4005853.039004 + Penalty 5064.058364 = -4000788.980639
  nChanged 831
		SP:Iteration 11Q (6735.760000 sec): 3 clusters
  Score: Raw -4006227.844146 + Penalty 5064.058364 = -4001163.785781
  nChanged 930
		SP:Iteration 12Q (6735.860000 sec): 3 clusters
  Score: Raw -4006718.627196 + Penalty 5064.058364 = -4001654.568832
  nChanged 1106
		SP:Iteration 13Q (6735.960000 sec): 3 clusters
  Score: Raw -4007406.822955 + Penalty 5064.058364 = -4002342.764590
  nChanged 1207
		SP:Iteration 14Q (6736.060000 sec): 3 clusters
  Score: Raw -4008235.279986 + Penalty 5064.058364 = -4003171.221622
  nChanged 1262
		SP:Iteration 15Q (6736.160000 sec): 3 clusters
  Score: Raw -4009186.673822 + Penalty 5064.058364 = -4004122.615458
  nChanged 1260
		SP:Iteration 16Q (6736.260000 sec): 3 clusters
  Score: Raw -4010176.182686 + Penalty 5064.058364 = -4005112.124322
  nChanged 1160
		SP:Iteration 17Q (6736.350000 sec): 3 clusters
  Score: Raw -4011035.386516 + Penalty 5064.058364 = -4005971.328152
  nChanged 952
		SP:Iteration 18Q (6736.440000 sec): 3 clusters
  Score: Raw -4011713.883775 + Penalty 5064.058364 = -4006649.825411
  nChanged 782
		SP:Iteration 19Q (6736.530000 sec): 3 clusters
  Score: Raw -4012260.889287 + Penalty 5064.058364 = -4007196.830923
  nChanged 617
		SP:Iteration 20F (6736.630000 sec): 3 clusters
  Score: Raw -4012689.941294 + Penalty 5064.058364 = -4007625.882929
  nChanged 476
		SP:Iteration 21Q (6736.710000 sec): 3 clusters
  Score: Raw -4013012.260500 + Penalty 5064.058364 = -4007948.202136
  nChanged 329
		SP:Iteration 22Q (6736.790000 sec): 3 clusters
  Score: Raw -4013229.637773 + Penalty 5064.058364 = -4008165.579409
  nChanged 249
		SP:Iteration 23Q (6736.870000 sec): 3 clusters
  Score: Raw -4013391.213885 + Penalty 5064.058364 = -4008327.155521
  nChanged 163
		SP:Iteration 24Q (6736.950000 sec): 3 clusters
  Score: Raw -4013499.780873 + Penalty 5064.058364 = -4008435.722509
  nChanged 116
		SP:Iteration 25Q (6737.020000 sec): 3 clusters
  Score: Raw -4013580.192415 + Penalty 5064.058364 = -4008516.134051
  nChanged 85
		SP:Iteration 26Q (6737.090000 sec): 3 clusters
  Score: Raw -4013633.859232 + Penalty 5064.058364 = -4008569.800867
  nChanged 51
		SP:Iteration 27Q (6737.170000 sec): 3 clusters
  Score: Raw -4013669.316675 + Penalty 5064.058364 = -4008605.258310
  nChanged 61
		SP:Iteration 28Q (6737.240000 sec): 3 clusters
  Score: Raw -4013718.141502 + Penalty 5064.058364 = -4008654.083138
  nChanged 41
		SP:Iteration 29Q (6737.310000 sec): 3 clusters
  Score: Raw -4013749.452844 + Penalty 5064.058364 = -4008685.394480
  nChanged 31
		SP:Iteration 30Q (6737.380000 sec): 3 clusters
  Score: Raw -4013772.661038 + Penalty 5064.058364 = -4008708.602674
  nChanged 34
		SP:Iteration 31Q (6737.450000 sec): 3 clusters
  Score: Raw -4013796.439405 + Penalty 5064.058364 = -4008732.381041
  nChanged 17
		SP:Iteration 32Q (6737.530000 sec): 3 clusters
  Score: Raw -4013809.064197 + Penalty 5064.058364 = -4008745.005833
  nChanged 11
		SP:Iteration 33Q (6737.590000 sec): 3 clusters
  Score: Raw -4013814.827890 + Penalty 5064.058364 = -4008750.769526
  nChanged 7
		SP:Iteration 34Q (6737.670000 sec): 3 clusters
  Score: Raw -4013819.526828 + Penalty 5064.058364 = -4008755.468464
  nChanged 10
		SP:Iteration 35Q (6737.740000 sec): 3 clusters
  Score: Raw -4013829.344710 + Penalty 5064.058364 = -4008765.286346
  nChanged 14
		SP:Iteration 36Q (6737.810000 sec): 3 clusters
  Score: Raw -4013840.754113 + Penalty 5064.058364 = -4008776.695749
  nChanged 8
		SP:Iteration 37Q (6737.880000 sec): 3 clusters
  Score: Raw -4013847.828905 + Penalty 5064.058364 = -4008783.770541
  nChanged 5
		SP:Iteration 38Q (6737.950000 sec): 3 clusters
  Score: Raw -4013850.701965 + Penalty 5064.058364 = -4008786.643601
  nChanged 5
		SP:Iteration 39Q (6738.020000 sec): 3 clusters
  Score: Raw -4013855.499946 + Penalty 5064.058364 = -4008791.441582
  nChanged 5
		SP:Iteration 40F (6738.110000 sec): 3 clusters
  Score: Raw -4013858.678203 + Penalty 5064.058364 = -4008794.619839
  nChanged 9
		SP:Iteration 41Q (6738.190000 sec): 3 clusters
  Score: Raw -4013864.596741 + Penalty 5064.058364 = -4008800.538376
  nChanged 6
		SP:Iteration 42Q (6738.260000 sec): 3 clusters
  Score: Raw -4013870.201449 + Penalty 5064.058364 = -4008806.143085
  nChanged 7
		SP:Iteration 43Q (6738.330000 sec): 3 clusters
  Score: Raw -4013876.001680 + Penalty 5064.058364 = -4008811.943316
  nChanged 6
		SP:Iteration 44Q (6738.400000 sec): 3 clusters
  Score: Raw -4013880.369217 + Penalty 5064.058364 = -4008816.310853
  nChanged 3
		SP:Iteration 45Q (6738.470000 sec): 3 clusters
  Score: Raw -4013883.151985 + Penalty 5064.058364 = -4008819.093621
  nChanged 5
		SP:Iteration 46Q (6738.540000 sec): 3 clusters
  Score: Raw -4013888.122267 + Penalty 5064.058364 = -4008824.063902
  nChanged 7
		SP:Iteration 47Q (6738.610000 sec): 3 clusters
  Score: Raw -4013893.434485 + Penalty 5064.058364 = -4008829.376121
  nChanged 8
		SP:Iteration 48Q (6738.680000 sec): 3 clusters
  Score: Raw -4013898.957004 + Penalty 5064.058364 = -4008834.898640
  nChanged 4
		SP:Iteration 49Q (6738.750000 sec): 3 clusters
  Score: Raw -4013901.916498 + Penalty 5064.058364 = -4008837.858133
  nChanged 4
		SP:Iteration 50Q (6738.820000 sec): 3 clusters
  Score: Raw -4013904.233402 + Penalty 5064.058364 = -4008840.175038
  nChanged 1
		SP:Iteration 51Q (6738.890000 sec): 3 clusters
  Score: Raw -4013904.645700 + Penalty 5064.058364 = -4008840.587336
  nChanged 0
		SP:Iteration 52F (6738.990000 sec): 3 clusters
  Score: Raw -4013904.645700 + Penalty 5064.058364 = -4008840.587336
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6739.060000 sec): 2 clusters
  Score: Raw -3334787.860779 + Penalty 2501.838032 = -3332286.022746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6739.150000 sec): 3 clusters
  Score: Raw -3320555.265943 + Penalty 5003.676065 = -3315551.589878
  nChanged 10692
		SP:Iteration 1F (6739.240000 sec): 3 clusters
  Score: Raw -3326361.402803 + Penalty 5003.676065 = -3321357.726739
  nChanged 1255
		SP:Iteration 2F (6739.330000 sec): 3 clusters
  Score: Raw -3326828.658046 + Penalty 5003.676065 = -3321824.981981
  nChanged 1119
		SP:Iteration 3Q (6739.420000 sec): 3 clusters
  Score: Raw -3327216.713232 + Penalty 5003.676065 = -3322213.037168
  nChanged 1011
		SP:Iteration 4Q (6739.500000 sec): 3 clusters
  Score: Raw -3327568.832484 + Penalty 5003.676065 = -3322565.156419
  nChanged 926
		SP:Iteration 5Q (6739.600000 sec): 3 clusters
  Score: Raw -3327902.679805 + Penalty 5003.676065 = -3322899.003741
  nChanged 912
		SP:Iteration 6Q (6739.680000 sec): 3 clusters
  Score: Raw -3328234.622215 + Penalty 5003.676065 = -3323230.946151
  nChanged 897
		SP:Iteration 7Q (6739.770000 sec): 3 clusters
  Score: Raw -3328567.129570 + Penalty 5003.676065 = -3323563.453506
  nChanged 891
		SP:Iteration 8Q (6739.860000 sec): 3 clusters
  Score: Raw -3328922.665157 + Penalty 5003.676065 = -3323918.989092
  nChanged 912
		SP:Iteration 9Q (6739.950000 sec): 3 clusters
  Score: Raw -3329334.003587 + Penalty 5003.676065 = -3324330.327522
  nChanged 948
		SP:Iteration 10Q (6740.040000 sec): 3 clusters
  Score: Raw -3329786.233200 + Penalty 5003.676065 = -3324782.557136
  nChanged 962
		SP:Iteration 11Q (6740.130000 sec): 3 clusters
  Score: Raw -3330250.905532 + Penalty 5003.676065 = -3325247.229467
  nChanged 916
		SP:Iteration 12Q (6740.220000 sec): 3 clusters
  Score: Raw -3330730.975100 + Penalty 5003.676065 = -3325727.299036
  nChanged 907
		SP:Iteration 13Q (6740.300000 sec): 3 clusters
  Score: Raw -3331189.359672 + Penalty 5003.676065 = -3326185.683607
  nChanged 796
		SP:Iteration 14Q (6740.390000 sec): 3 clusters
  Score: Raw -3331563.897505 + Penalty 5003.676065 = -3326560.221441
  nChanged 715
		SP:Iteration 15Q (6740.480000 sec): 3 clusters
  Score: Raw -3331865.504108 + Penalty 5003.676065 = -3326861.828043
  nChanged 578
		SP:Iteration 16Q (6740.560000 sec): 3 clusters
  Score: Raw -3332073.054576 + Penalty 5003.676065 = -3327069.378512
  nChanged 464
		SP:Iteration 17Q (6740.650000 sec): 3 clusters
  Score: Raw -3332204.950255 + Penalty 5003.676065 = -3327201.274190
  nChanged 343
		SP:Iteration 18Q (6740.740000 sec): 3 clusters
  Score: Raw -3332296.147490 + Penalty 5003.676065 = -3327292.471425
  nChanged 262
		SP:Iteration 19Q (6740.820000 sec): 3 clusters
  Score: Raw -3332362.356236 + Penalty 5003.676065 = -3327358.680171
  nChanged 235
		SP:Iteration 20F (6740.910000 sec): 3 clusters
  Score: Raw -3332416.850713 + Penalty 5003.676065 = -3327413.174648
  nChanged 203
		SP:Iteration 21Q (6741.000000 sec): 3 clusters
  Score: Raw -3332456.866154 + Penalty 5003.676065 = -3327453.190090
  nChanged 171
		SP:Iteration 22Q (6741.080000 sec): 3 clusters
  Score: Raw -3332487.613296 + Penalty 5003.676065 = -3327483.937232
  nChanged 143
		SP:Iteration 23Q (6741.170000 sec): 3 clusters
  Score: Raw -3332511.061466 + Penalty 5003.676065 = -3327507.385402
  nChanged 132
		SP:Iteration 24Q (6741.250000 sec): 3 clusters
  Score: Raw -3332529.791616 + Penalty 5003.676065 = -3327526.115551
  nChanged 123
		SP:Iteration 25Q (6741.340000 sec): 3 clusters
  Score: Raw -3332550.213614 + Penalty 5003.676065 = -3327546.537549
  nChanged 137
		SP:Iteration 26Q (6741.420000 sec): 3 clusters
  Score: Raw -3332571.546788 + Penalty 5003.676065 = -3327567.870723
  nChanged 124
		SP:Iteration 27Q (6741.500000 sec): 3 clusters
  Score: Raw -3332589.471796 + Penalty 5003.676065 = -3327585.795731
  nChanged 117
		SP:Iteration 28Q (6741.590000 sec): 3 clusters
  Score: Raw -3332611.079779 + Penalty 5003.676065 = -3327607.403715
  nChanged 138
		SP:Iteration 29Q (6741.680000 sec): 3 clusters
  Score: Raw -3332636.790838 + Penalty 5003.676065 = -3327633.114773
  nChanged 143
		SP:Iteration 30Q (6741.760000 sec): 3 clusters
  Score: Raw -3332667.435131 + Penalty 5003.676065 = -3327663.759066
  nChanged 154
		SP:Iteration 31Q (6741.840000 sec): 3 clusters
  Score: Raw -3332704.256612 + Penalty 5003.676065 = -3327700.580548
  nChanged 150
		SP:Iteration 32Q (6741.930000 sec): 3 clusters
  Score: Raw -3332736.753209 + Penalty 5003.676065 = -3327733.077145
  nChanged 162
		SP:Iteration 33Q (6742.010000 sec): 3 clusters
  Score: Raw -3332769.737243 + Penalty 5003.676065 = -3327766.061179
  nChanged 156
		SP:Iteration 34Q (6742.090000 sec): 3 clusters
  Score: Raw -3332800.010662 + Penalty 5003.676065 = -3327796.334597
  nChanged 161
		SP:Iteration 35Q (6742.180000 sec): 3 clusters
  Score: Raw -3332832.241648 + Penalty 5003.676065 = -3327828.565583
  nChanged 160
		SP:Iteration 36Q (6742.260000 sec): 3 clusters
  Score: Raw -3332861.714746 + Penalty 5003.676065 = -3327858.038681
  nChanged 143
		SP:Iteration 37Q (6742.340000 sec): 3 clusters
  Score: Raw -3332888.579453 + Penalty 5003.676065 = -3327884.903388
  nChanged 131
		SP:Iteration 38Q (6742.430000 sec): 3 clusters
  Score: Raw -3332914.029049 + Penalty 5003.676065 = -3327910.352984
  nChanged 136
		SP:Iteration 39Q (6742.510000 sec): 3 clusters
  Score: Raw -3332940.668609 + Penalty 5003.676065 = -3327936.992545
  nChanged 129
		SP:Iteration 40F (6742.600000 sec): 3 clusters
  Score: Raw -3332966.128018 + Penalty 5003.676065 = -3327962.451953
  nChanged 145
		SP:Iteration 41Q (6742.680000 sec): 3 clusters
  Score: Raw -3332998.712147 + Penalty 5003.676065 = -3327995.036082
  nChanged 149
		SP:Iteration 42Q (6742.770000 sec): 3 clusters
  Score: Raw -3333036.049462 + Penalty 5003.676065 = -3328032.373397
  nChanged 155
		SP:Iteration 43Q (6742.850000 sec): 3 clusters
  Score: Raw -3333068.564574 + Penalty 5003.676065 = -3328064.888509
  nChanged 154
		SP:Iteration 44Q (6742.930000 sec): 3 clusters
  Score: Raw -3333099.190369 + Penalty 5003.676065 = -3328095.514304
  nChanged 136
		SP:Iteration 45Q (6743.020000 sec): 3 clusters
  Score: Raw -3333124.021653 + Penalty 5003.676065 = -3328120.345589
  nChanged 133
		SP:Iteration 46Q (6743.100000 sec): 3 clusters
  Score: Raw -3333143.822078 + Penalty 5003.676065 = -3328140.146014
  nChanged 111
		SP:Iteration 47Q (6743.180000 sec): 3 clusters
  Score: Raw -3333161.199217 + Penalty 5003.676065 = -3328157.523152
  nChanged 115
		SP:Iteration 48Q (6743.260000 sec): 3 clusters
  Score: Raw -3333181.256718 + Penalty 5003.676065 = -3328177.580653
  nChanged 123
		SP:Iteration 49Q (6743.340000 sec): 3 clusters
  Score: Raw -3333202.251342 + Penalty 5003.676065 = -3328198.575278
  nChanged 121
		SP:Iteration 50Q (6743.420000 sec): 3 clusters
  Score: Raw -3333226.078959 + Penalty 5003.676065 = -3328222.402895
  nChanged 115
		SP:Iteration 51Q (6743.510000 sec): 3 clusters
  Score: Raw -3333245.827048 + Penalty 5003.676065 = -3328242.150983
  nChanged 101
		SP:Iteration 52Q (6743.590000 sec): 3 clusters
  Score: Raw -3333263.952163 + Penalty 5003.676065 = -3328260.276098
  nChanged 106
		SP:Iteration 53Q (6743.670000 sec): 3 clusters
  Score: Raw -3333283.853170 + Penalty 5003.676065 = -3328280.177105
  nChanged 114
		SP:Iteration 54Q (6743.750000 sec): 3 clusters
  Score: Raw -3333302.620614 + Penalty 5003.676065 = -3328298.944550
  nChanged 109
		SP:Iteration 55Q (6743.830000 sec): 3 clusters
  Score: Raw -3333321.921293 + Penalty 5003.676065 = -3328318.245228
  nChanged 124
		SP:Iteration 56Q (6743.910000 sec): 3 clusters
  Score: Raw -3333341.544120 + Penalty 5003.676065 = -3328337.868055
  nChanged 99
		SP:Iteration 57Q (6743.990000 sec): 3 clusters
  Score: Raw -3333360.166494 + Penalty 5003.676065 = -3328356.490430
  nChanged 95
		SP:Iteration 58Q (6744.070000 sec): 3 clusters
  Score: Raw -3333378.370077 + Penalty 5003.676065 = -3328374.694012
  nChanged 103
		SP:Iteration 59Q (6744.150000 sec): 3 clusters
  Score: Raw -3333399.056891 + Penalty 5003.676065 = -3328395.380826
  nChanged 110
		SP:Iteration 60F (6744.240000 sec): 3 clusters
  Score: Raw -3333416.964090 + Penalty 5003.676065 = -3328413.288025
  nChanged 94
		SP:Iteration 61Q (6744.320000 sec): 3 clusters
  Score: Raw -3333430.607962 + Penalty 5003.676065 = -3328426.931898
  nChanged 81
		SP:Iteration 62Q (6744.400000 sec): 3 clusters
  Score: Raw -3333446.637254 + Penalty 5003.676065 = -3328442.961190
  nChanged 96
		SP:Iteration 63Q (6744.480000 sec): 3 clusters
  Score: Raw -3333466.399231 + Penalty 5003.676065 = -3328462.723167
  nChanged 106
		SP:Iteration 64Q (6744.560000 sec): 3 clusters
  Score: Raw -3333488.931793 + Penalty 5003.676065 = -3328485.255728
  nChanged 120
		SP:Iteration 65Q (6744.640000 sec): 3 clusters
  Score: Raw -3333514.531953 + Penalty 5003.676065 = -3328510.855889
  nChanged 114
		SP:Iteration 66Q (6744.720000 sec): 3 clusters
  Score: Raw -3333537.527894 + Penalty 5003.676065 = -3328533.851829
  nChanged 126
		SP:Iteration 67Q (6744.800000 sec): 3 clusters
  Score: Raw -3333561.110779 + Penalty 5003.676065 = -3328557.434715
  nChanged 119
		SP:Iteration 68Q (6744.880000 sec): 3 clusters
  Score: Raw -3333585.044361 + Penalty 5003.676065 = -3328581.368296
  nChanged 137
		SP:Iteration 69Q (6744.960000 sec): 3 clusters
  Score: Raw -3333612.808110 + Penalty 5003.676065 = -3328609.132045
  nChanged 128
		SP:Iteration 70Q (6745.040000 sec): 3 clusters
  Score: Raw -3333638.254480 + Penalty 5003.676065 = -3328634.578415
  nChanged 128
		SP:Iteration 71Q (6745.110000 sec): 3 clusters
  Score: Raw -3333666.015037 + Penalty 5003.676065 = -3328662.338972
  nChanged 126
		SP:Iteration 72Q (6745.190000 sec): 3 clusters
  Score: Raw -3333693.952870 + Penalty 5003.676065 = -3328690.276805
  nChanged 119
		SP:Iteration 73Q (6745.270000 sec): 3 clusters
  Score: Raw -3333719.701328 + Penalty 5003.676065 = -3328716.025264
  nChanged 128
		SP:Iteration 74Q (6745.350000 sec): 3 clusters
  Score: Raw -3333747.090256 + Penalty 5003.676065 = -3328743.414191
  nChanged 116
		SP:Iteration 75Q (6745.430000 sec): 3 clusters
  Score: Raw -3333770.736105 + Penalty 5003.676065 = -3328767.060040
  nChanged 119
		SP:Iteration 76Q (6745.500000 sec): 3 clusters
  Score: Raw -3333794.795433 + Penalty 5003.676065 = -3328791.119368
  nChanged 119
		SP:Iteration 77Q (6745.580000 sec): 3 clusters
  Score: Raw -3333818.957067 + Penalty 5003.676065 = -3328815.281002
  nChanged 117
		SP:Iteration 78Q (6745.660000 sec): 3 clusters
  Score: Raw -3333841.001102 + Penalty 5003.676065 = -3328837.325038
  nChanged 99
		SP:Iteration 79Q (6745.740000 sec): 3 clusters
  Score: Raw -3333859.155939 + Penalty 5003.676065 = -3328855.479875
  nChanged 96
		SP:Iteration 80F (6745.820000 sec): 3 clusters
  Score: Raw -3333877.829891 + Penalty 5003.676065 = -3328874.153826
  nChanged 111
		SP:Iteration 81Q (6745.900000 sec): 3 clusters
  Score: Raw -3333902.006032 + Penalty 5003.676065 = -3328898.329967
  nChanged 105
		SP:Iteration 82Q (6745.980000 sec): 3 clusters
  Score: Raw -3333922.526426 + Penalty 5003.676065 = -3328918.850361
  nChanged 93
		SP:Iteration 83Q (6746.060000 sec): 3 clusters
  Score: Raw -3333940.749912 + Penalty 5003.676065 = -3328937.073848
  nChanged 95
		SP:Iteration 84Q (6746.130000 sec): 3 clusters
  Score: Raw -3333960.162468 + Penalty 5003.676065 = -3328956.486403
  nChanged 101
		SP:Iteration 85Q (6746.200000 sec): 3 clusters
  Score: Raw -3333979.615518 + Penalty 5003.676065 = -3328975.939453
  nChanged 106
		SP:Iteration 86Q (6746.280000 sec): 3 clusters
  Score: Raw -3334000.227150 + Penalty 5003.676065 = -3328996.551086
  nChanged 102
		SP:Iteration 87Q (6746.360000 sec): 3 clusters
  Score: Raw -3334021.627284 + Penalty 5003.676065 = -3329017.951219
  nChanged 111
		SP:Iteration 88Q (6746.430000 sec): 3 clusters
  Score: Raw -3334047.267877 + Penalty 5003.676065 = -3329043.591812
  nChanged 107
		SP:Iteration 89Q (6746.510000 sec): 3 clusters
  Score: Raw -3334073.187346 + Penalty 5003.676065 = -3329069.511282
  nChanged 116
		SP:Iteration 90Q (6746.580000 sec): 3 clusters
  Score: Raw -3334101.974190 + Penalty 5003.676065 = -3329098.298125
  nChanged 132
		SP:Iteration 91Q (6746.660000 sec): 3 clusters
  Score: Raw -3334138.579536 + Penalty 5003.676065 = -3329134.903471
  nChanged 137
		SP:Iteration 92Q (6746.730000 sec): 3 clusters
  Score: Raw -3334172.684848 + Penalty 5003.676065 = -3329169.008783
  nChanged 129
		SP:Iteration 93Q (6746.800000 sec): 3 clusters
  Score: Raw -3334207.986829 + Penalty 5003.676065 = -3329204.310765
  nChanged 126
		SP:Iteration 94Q (6746.880000 sec): 3 clusters
  Score: Raw -3334242.609207 + Penalty 5003.676065 = -3329238.933142
  nChanged 123
		SP:Iteration 95Q (6746.950000 sec): 3 clusters
  Score: Raw -3334277.058629 + Penalty 5003.676065 = -3329273.382565
  nChanged 134
		SP:Iteration 96Q (6747.020000 sec): 3 clusters
  Score: Raw -3334317.855461 + Penalty 5003.676065 = -3329314.179396
  nChanged 119
		SP:Iteration 97Q (6747.100000 sec): 3 clusters
  Score: Raw -3334350.196220 + Penalty 5003.676065 = -3329346.520155
  nChanged 87
		SP:Iteration 98Q (6747.170000 sec): 3 clusters
  Score: Raw -3334374.006774 + Penalty 5003.676065 = -3329370.330710
  nChanged 83
		SP:Iteration 99Q (6747.240000 sec): 3 clusters
  Score: Raw -3334398.426389 + Penalty 5003.676065 = -3329394.750325
  nChanged 78
		SP:Iteration 100F (6747.330000 sec): 3 clusters
  Score: Raw -3334422.150843 + Penalty 5003.676065 = -3329418.474778
  nChanged 78
		SP:Iteration 101Q (6747.400000 sec): 3 clusters
  Score: Raw -3334443.085944 + Penalty 5003.676065 = -3329439.409879
  nChanged 91
		SP:Iteration 102Q (6747.470000 sec): 3 clusters
  Score: Raw -3334467.049609 + Penalty 5003.676065 = -3329463.373544
  nChanged 85
		SP:Iteration 103Q (6747.540000 sec): 3 clusters
  Score: Raw -3334496.363186 + Penalty 5003.676065 = -3329492.687121
  nChanged 112
		SP:Iteration 104Q (6747.610000 sec): 3 clusters
  Score: Raw -3334538.033959 + Penalty 5003.676065 = -3329534.357895
  nChanged 113
		SP:Iteration 105Q (6747.680000 sec): 3 clusters
  Score: Raw -3334581.477329 + Penalty 5003.676065 = -3329577.801264
  nChanged 110
		SP:Iteration 106Q (6747.750000 sec): 3 clusters
  Score: Raw -3334627.882545 + Penalty 5003.676065 = -3329624.206480
  nChanged 104
		SP:Iteration 107Q (6747.820000 sec): 3 clusters
  Score: Raw -3334667.083084 + Penalty 5003.676065 = -3329663.407020
  nChanged 90
		SP:Iteration 108Q (6747.890000 sec): 3 clusters
  Score: Raw -3334700.163505 + Penalty 5003.676065 = -3329696.487440
  nChanged 88
		SP:Iteration 109Q (6747.960000 sec): 3 clusters
  Score: Raw -3334736.268296 + Penalty 5003.676065 = -3329732.592231
  nChanged 80
		SP:Iteration 110Q (6748.020000 sec): 3 clusters
  Score: Raw -3334765.515094 + Penalty 5003.676065 = -3329761.839030
  nChanged 73
		SP:Iteration 111Q (6748.090000 sec): 3 clusters
  Score: Raw -3334791.751361 + Penalty 5003.676065 = -3329788.075296
  nChanged 63
		SP:Iteration 112Q (6748.160000 sec): 3 clusters
  Score: Raw -3334813.813370 + Penalty 5003.676065 = -3329810.137306
  nChanged 58
		SP:Iteration 113Q (6748.230000 sec): 3 clusters
  Score: Raw -3334838.392528 + Penalty 5003.676065 = -3329834.716464
  nChanged 60
		SP:Iteration 114Q (6748.300000 sec): 3 clusters
  Score: Raw -3334857.493285 + Penalty 5003.676065 = -3329853.817221
  nChanged 57
		SP:Iteration 115Q (6748.370000 sec): 3 clusters
  Score: Raw -3334878.308266 + Penalty 5003.676065 = -3329874.632202
  nChanged 53
		SP:Iteration 116Q (6748.430000 sec): 3 clusters
  Score: Raw -3334895.586925 + Penalty 5003.676065 = -3329891.910860
  nChanged 39
		SP:Iteration 117Q (6748.500000 sec): 3 clusters
  Score: Raw -3334908.445346 + Penalty 5003.676065 = -3329904.769281
  nChanged 39
		SP:Iteration 118Q (6748.570000 sec): 3 clusters
  Score: Raw -3334922.841865 + Penalty 5003.676065 = -3329919.165801
  nChanged 44
		SP:Iteration 119Q (6748.640000 sec): 3 clusters
  Score: Raw -3334942.218956 + Penalty 5003.676065 = -3329938.542891
  nChanged 46
		SP:Iteration 120F (6748.720000 sec): 3 clusters
  Score: Raw -3334967.177555 + Penalty 5003.676065 = -3329963.501490
  nChanged 54
		SP:Iteration 121Q (6748.790000 sec): 3 clusters
  Score: Raw -3334997.793179 + Penalty 5003.676065 = -3329994.117115
  nChanged 55
		SP:Iteration 122Q (6748.860000 sec): 3 clusters
  Score: Raw -3335030.118680 + Penalty 5003.676065 = -3330026.442616
  nChanged 64
		SP:Iteration 123Q (6748.920000 sec): 3 clusters
  Score: Raw -3335067.795539 + Penalty 5003.676065 = -3330064.119474
  nChanged 67
		SP:Iteration 124Q (6748.990000 sec): 3 clusters
  Score: Raw -3335110.461043 + Penalty 5003.676065 = -3330106.784978
  nChanged 53
		SP:Iteration 125Q (6749.050000 sec): 3 clusters
  Score: Raw -3335140.237671 + Penalty 5003.676065 = -3330136.561607
  nChanged 48
		SP:Iteration 126Q (6749.120000 sec): 3 clusters
  Score: Raw -3335163.045617 + Penalty 5003.676065 = -3330159.369552
  nChanged 42
		SP:Iteration 127Q (6749.180000 sec): 3 clusters
  Score: Raw -3335184.604099 + Penalty 5003.676065 = -3330180.928035
  nChanged 32
		SP:Iteration 128Q (6749.250000 sec): 3 clusters
  Score: Raw -3335197.273817 + Penalty 5003.676065 = -3330193.597753
  nChanged 20
		SP:Iteration 129Q (6749.310000 sec): 3 clusters
  Score: Raw -3335205.378762 + Penalty 5003.676065 = -3330201.702697
  nChanged 22
		SP:Iteration 130Q (6749.380000 sec): 3 clusters
  Score: Raw -3335215.400410 + Penalty 5003.676065 = -3330211.724346
  nChanged 20
		SP:Iteration 131Q (6749.440000 sec): 3 clusters
  Score: Raw -3335224.341588 + Penalty 5003.676065 = -3330220.665523
  nChanged 18
		SP:Iteration 132Q (6749.500000 sec): 3 clusters
  Score: Raw -3335231.075416 + Penalty 5003.676065 = -3330227.399352
  nChanged 14
		SP:Iteration 133Q (6749.570000 sec): 3 clusters
  Score: Raw -3335237.413484 + Penalty 5003.676065 = -3330233.737420
  nChanged 18
		SP:Iteration 134Q (6749.630000 sec): 3 clusters
  Score: Raw -3335244.334036 + Penalty 5003.676065 = -3330240.657971
  nChanged 14
		SP:Iteration 135Q (6749.700000 sec): 3 clusters
  Score: Raw -3335251.367941 + Penalty 5003.676065 = -3330247.691876
  nChanged 20
		SP:Iteration 136Q (6749.760000 sec): 3 clusters
  Score: Raw -3335259.240791 + Penalty 5003.676065 = -3330255.564726
  nChanged 19
		SP:Iteration 137Q (6749.830000 sec): 3 clusters
  Score: Raw -3335267.898193 + Penalty 5003.676065 = -3330264.222129
  nChanged 16
		SP:Iteration 138Q (6749.890000 sec): 3 clusters
  Score: Raw -3335274.169397 + Penalty 5003.676065 = -3330270.493332
  nChanged 8
		SP:Iteration 139Q (6749.950000 sec): 3 clusters
  Score: Raw -3335278.036594 + Penalty 5003.676065 = -3330274.360529
  nChanged 8
		SP:Iteration 140F (6750.040000 sec): 3 clusters
  Score: Raw -3335281.652566 + Penalty 5003.676065 = -3330277.976501
  nChanged 7
		SP:Iteration 141Q (6750.100000 sec): 3 clusters
  Score: Raw -3335284.731863 + Penalty 5003.676065 = -3330281.055798
  nChanged 2
		SP:Iteration 142Q (6750.170000 sec): 3 clusters
  Score: Raw -3335285.018506 + Penalty 5003.676065 = -3330281.342441
  nChanged 2
		SP:Iteration 143Q (6750.230000 sec): 3 clusters
  Score: Raw -3335285.558995 + Penalty 5003.676065 = -3330281.882930
  nChanged 1
		SP:Iteration 144Q (6750.300000 sec): 3 clusters
  Score: Raw -3335286.204899 + Penalty 5003.676065 = -3330282.528834
  nChanged 3
		SP:Iteration 145Q (6750.360000 sec): 3 clusters
  Score: Raw -3335286.727771 + Penalty 5003.676065 = -3330283.051707
  nChanged 0
		SP:Iteration 146F (6750.450000 sec): 3 clusters
  Score: Raw -3335286.727771 + Penalty 5003.676065 = -3330283.051707
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6750.470000 sec): 2 clusters
  Score: Raw -493895.315700 + Penalty 2018.942818 = -491876.372882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6750.480000 sec): 3 clusters
  Score: Raw -492353.984760 + Penalty 4037.885636 = -488316.099124
  nChanged 1251
		SP:Iteration 1F (6750.490000 sec): 3 clusters
  Score: Raw -493138.047391 + Penalty 4037.885636 = -489100.161754
  nChanged 268
		SP:Iteration 2F (6750.510000 sec): 3 clusters
  Score: Raw -493339.702077 + Penalty 4037.885636 = -489301.816441
  nChanged 189
		SP:Iteration 3F (6750.520000 sec): 3 clusters
  Score: Raw -493451.552511 + Penalty 4037.885636 = -489413.666875
  nChanged 122
		SP:Iteration 4Q (6750.530000 sec): 3 clusters
  Score: Raw -493555.621988 + Penalty 4037.885636 = -489517.736352
  nChanged 127
		SP:Iteration 5Q (6750.540000 sec): 3 clusters
  Score: Raw -493671.903992 + Penalty 4037.885636 = -489634.018355
  nChanged 142
		SP:Iteration 6Q (6750.560000 sec): 3 clusters
  Score: Raw -493832.125465 + Penalty 4037.885636 = -489794.239828
  nChanged 170
		SP:Iteration 7Q (6750.570000 sec): 3 clusters
  Score: Raw -494022.216092 + Penalty 4037.885636 = -489984.330455
  nChanged 172
		SP:Iteration 8F (6750.580000 sec): 3 clusters
  Score: Raw -494241.454355 + Penalty 4037.885636 = -490203.568718
  nChanged 192
		SP:Iteration 9F (6750.590000 sec): 3 clusters
  Score: Raw -494489.937831 + Penalty 4037.885636 = -490452.052194
  nChanged 162
		SP:Iteration 10Q (6750.600000 sec): 3 clusters
  Score: Raw -494708.385998 + Penalty 4037.885636 = -490670.500362
  nChanged 127
		SP:Iteration 11Q (6750.620000 sec): 3 clusters
  Score: Raw -494880.924567 + Penalty 4037.885636 = -490843.038931
  nChanged 116
		SP:Iteration 12Q (6750.630000 sec): 3 clusters
  Score: Raw -495059.200719 + Penalty 4037.885636 = -491021.315082
  nChanged 102
		SP:Iteration 13Q (6750.640000 sec): 3 clusters
  Score: Raw -495204.355724 + Penalty 4037.885636 = -491166.470088
  nChanged 104
		SP:Iteration 14Q (6750.650000 sec): 3 clusters
  Score: Raw -495336.212848 + Penalty 4037.885636 = -491298.327212
  nChanged 77
		SP:Iteration 15Q (6750.660000 sec): 3 clusters
  Score: Raw -495431.344694 + Penalty 4037.885636 = -491393.459057
  nChanged 69
		SP:Iteration 16Q (6750.670000 sec): 3 clusters
  Score: Raw -495505.792416 + Penalty 4037.885636 = -491467.906780
  nChanged 58
		SP:Iteration 17Q (6750.680000 sec): 3 clusters
  Score: Raw -495554.532135 + Penalty 4037.885636 = -491516.646498
  nChanged 35
		SP:Iteration 18Q (6750.690000 sec): 3 clusters
  Score: Raw -495583.579772 + Penalty 4037.885636 = -491545.694135
  nChanged 27
		SP:Iteration 19Q (6750.700000 sec): 3 clusters
  Score: Raw -495598.010291 + Penalty 4037.885636 = -491560.124655
  nChanged 14
		SP:Iteration 20F (6750.720000 sec): 3 clusters
  Score: Raw -495605.221622 + Penalty 4037.885636 = -491567.335986
  nChanged 10
		SP:Iteration 21Q (6750.720000 sec): 3 clusters
  Score: Raw -495610.869201 + Penalty 4037.885636 = -491572.983564
  nChanged 9
		SP:Iteration 22Q (6750.740000 sec): 3 clusters
  Score: Raw -495614.919690 + Penalty 4037.885636 = -491577.034054
  nChanged 6
		SP:Iteration 23Q (6750.740000 sec): 3 clusters
  Score: Raw -495617.479268 + Penalty 4037.885636 = -491579.593631
  nChanged 5
		SP:Iteration 24Q (6750.760000 sec): 3 clusters
  Score: Raw -495619.741581 + Penalty 4037.885636 = -491581.855945
  nChanged 4
		SP:Iteration 25Q (6750.760000 sec): 3 clusters
  Score: Raw -495621.180683 + Penalty 4037.885636 = -491583.295047
  nChanged 4
		SP:Iteration 26Q (6750.780000 sec): 3 clusters
  Score: Raw -495622.935156 + Penalty 4037.885636 = -491585.049519
  nChanged 3
		SP:Iteration 27Q (6750.780000 sec): 3 clusters
  Score: Raw -495623.923659 + Penalty 4037.885636 = -491586.038023
  nChanged 2
		SP:Iteration 28Q (6750.800000 sec): 3 clusters
  Score: Raw -495624.574853 + Penalty 4037.885636 = -491586.689217
  nChanged 2
		SP:Iteration 29Q (6750.800000 sec): 3 clusters
  Score: Raw -495625.011715 + Penalty 4037.885636 = -491587.126078
  nChanged 0
		SP:Iteration 30F (6750.820000 sec): 3 clusters
  Score: Raw -495625.011715 + Penalty 4037.885636 = -491587.126078
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6750.820000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6750.830000 sec): 3 clusters
  Score: Raw -126906.902978 + Penalty 3350.283633 = -123556.619345
  nChanged 181
		SP:Iteration 1F (6750.830000 sec): 3 clusters
  Score: Raw -127104.355350 + Penalty 3350.283633 = -123754.071716
  nChanged 51
		SP:Iteration 2F (6750.830000 sec): 3 clusters
  Score: Raw -127175.733329 + Penalty 3350.283633 = -123825.449695
  nChanged 18
		SP:Iteration 3Q (6750.840000 sec): 3 clusters
  Score: Raw -127202.015882 + Penalty 3350.283633 = -123851.732248
  nChanged 16
		SP:Iteration 4Q (6750.840000 sec): 3 clusters
  Score: Raw -127226.089994 + Penalty 3350.283633 = -123875.806361
  nChanged 9
		SP:Iteration 5Q (6750.840000 sec): 3 clusters
  Score: Raw -127238.192641 + Penalty 3350.283633 = -123887.909008
  nChanged 7
		SP:Iteration 6Q (6750.840000 sec): 3 clusters
  Score: Raw -127248.960017 + Penalty 3350.283633 = -123898.676383
  nChanged 7
		SP:Iteration 7Q (6750.850000 sec): 3 clusters
  Score: Raw -127257.877323 + Penalty 3350.283633 = -123907.593690
  nChanged 5
		SP:Iteration 8Q (6750.850000 sec): 3 clusters
  Score: Raw -127265.543110 + Penalty 3350.283633 = -123915.259477
  nChanged 7
		SP:Iteration 9Q (6750.860000 sec): 3 clusters
  Score: Raw -127277.161225 + Penalty 3350.283633 = -123926.877591
  nChanged 1
		SP:Iteration 10Q (6750.860000 sec): 3 clusters
  Score: Raw -127279.606141 + Penalty 3350.283633 = -123929.322508
  nChanged 1
		SP:Iteration 11Q (6750.860000 sec): 3 clusters
  Score: Raw -127280.488632 + Penalty 3350.283633 = -123930.204999
  nChanged 0
		SP:Iteration 12F (6750.860000 sec): 3 clusters
  Score: Raw -127280.488632 + Penalty 3350.283633 = -123930.204999
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6750.870000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6750.870000 sec): 3 clusters
  Score: Raw -33692.346992 + Penalty 2756.186719 = -30936.160274
  nChanged 31
		SP:Iteration 1F (6750.870000 sec): 3 clusters
  Score: Raw -33851.144415 + Penalty 2756.186719 = -31094.957697
  nChanged 8
		SP:Iteration 2Q (6750.870000 sec): 3 clusters
  Score: Raw -33959.360274 + Penalty 2756.186719 = -31203.173556
  nChanged 5
		SP:Iteration 3Q (6750.870000 sec): 3 clusters
  Score: Raw -33980.935169 + Penalty 2756.186719 = -31224.748450
  nChanged 2
		SP:Iteration 4Q (6750.870000 sec): 3 clusters
  Score: Raw -33987.760708 + Penalty 2756.186719 = -31231.573990
  nChanged 3
		SP:Iteration 5Q (6750.870000 sec): 3 clusters
  Score: Raw -33997.277113 + Penalty 2756.186719 = -31241.090395
  nChanged 0
		SP:Iteration 6F (6750.880000 sec): 3 clusters
  Score: Raw -33997.277113 + Penalty 2756.186719 = -31241.090395
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6750.920000 sec): 2 clusters
  Score: Raw -2053881.213625 + Penalty 2363.321236 = -2051517.892389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6750.970000 sec): 3 clusters
  Score: Raw -2046162.203402 + Penalty 4726.642471 = -2041435.560931
  nChanged 5862
		SP:Iteration 1F (6751.020000 sec): 3 clusters
  Score: Raw -2049150.730373 + Penalty 4726.642471 = -2044424.087901
  nChanged 828
		SP:Iteration 2F (6751.070000 sec): 3 clusters
  Score: Raw -2049498.059204 + Penalty 4726.642471 = -2044771.416733
  nChanged 660
		SP:Iteration 3Q (6751.120000 sec): 3 clusters
  Score: Raw -2049748.978940 + Penalty 4726.642471 = -2045022.336469
  nChanged 581
		SP:Iteration 4Q (6751.170000 sec): 3 clusters
  Score: Raw -2049946.162085 + Penalty 4726.642471 = -2045219.519614
  nChanged 491
		SP:Iteration 5Q (6751.220000 sec): 3 clusters
  Score: Raw -2050100.607724 + Penalty 4726.642471 = -2045373.965253
  nChanged 414
		SP:Iteration 6Q (6751.270000 sec): 3 clusters
  Score: Raw -2050233.027785 + Penalty 4726.642471 = -2045506.385314
  nChanged 370
		SP:Iteration 7Q (6751.320000 sec): 3 clusters
  Score: Raw -2050350.551988 + Penalty 4726.642471 = -2045623.909516
  nChanged 347
		SP:Iteration 8Q (6751.370000 sec): 3 clusters
  Score: Raw -2050458.078110 + Penalty 4726.642471 = -2045731.435639
  nChanged 338
		SP:Iteration 9Q (6751.420000 sec): 3 clusters
  Score: Raw -2050562.305084 + Penalty 4726.642471 = -2045835.662613
  nChanged 329
		SP:Iteration 10Q (6751.470000 sec): 3 clusters
  Score: Raw -2050661.913634 + Penalty 4726.642471 = -2045935.271163
  nChanged 318
		SP:Iteration 11Q (6751.520000 sec): 3 clusters
  Score: Raw -2050762.639452 + Penalty 4726.642471 = -2046035.996981
  nChanged 307
		SP:Iteration 12Q (6751.570000 sec): 3 clusters
  Score: Raw -2050867.894672 + Penalty 4726.642471 = -2046141.252200
  nChanged 328
		SP:Iteration 13Q (6751.620000 sec): 3 clusters
  Score: Raw -2050986.810673 + Penalty 4726.642471 = -2046260.168201
  nChanged 361
		SP:Iteration 14Q (6751.670000 sec): 3 clusters
  Score: Raw -2051130.800388 + Penalty 4726.642471 = -2046404.157917
  nChanged 389
		SP:Iteration 15Q (6751.720000 sec): 3 clusters
  Score: Raw -2051310.621965 + Penalty 4726.642471 = -2046583.979493
  nChanged 438
		SP:Iteration 16Q (6751.770000 sec): 3 clusters
  Score: Raw -2051525.271220 + Penalty 4726.642471 = -2046798.628749
  nChanged 495
		SP:Iteration 17Q (6751.820000 sec): 3 clusters
  Score: Raw -2051799.156115 + Penalty 4726.642471 = -2047072.513643
  nChanged 545
		SP:Iteration 18Q (6751.870000 sec): 3 clusters
  Score: Raw -2052128.938492 + Penalty 4726.642471 = -2047402.296020
  nChanged 545
		SP:Iteration 19Q (6751.920000 sec): 3 clusters
  Score: Raw -2052483.858370 + Penalty 4726.642471 = -2047757.215898
  nChanged 521
		SP:Iteration 20F (6751.970000 sec): 3 clusters
  Score: Raw -2052845.607924 + Penalty 4726.642471 = -2048118.965452
  nChanged 458
		SP:Iteration 21Q (6752.020000 sec): 3 clusters
  Score: Raw -2053196.973645 + Penalty 4726.642471 = -2048470.331173
  nChanged 357
		SP:Iteration 22Q (6752.060000 sec): 3 clusters
  Score: Raw -2053479.887097 + Penalty 4726.642471 = -2048753.244626
  nChanged 248
		SP:Iteration 23Q (6752.110000 sec): 3 clusters
  Score: Raw -2053672.767364 + Penalty 4726.642471 = -2048946.124893
  nChanged 167
		SP:Iteration 24Q (6752.150000 sec): 3 clusters
  Score: Raw -2053806.646995 + Penalty 4726.642471 = -2049080.004523
  nChanged 136
		SP:Iteration 25Q (6752.200000 sec): 3 clusters
  Score: Raw -2053919.762642 + Penalty 4726.642471 = -2049193.120170
  nChanged 96
		SP:Iteration 26Q (6752.240000 sec): 3 clusters
  Score: Raw -2053989.738420 + Penalty 4726.642471 = -2049263.095948
  nChanged 68
		SP:Iteration 27Q (6752.280000 sec): 3 clusters
  Score: Raw -2054040.400542 + Penalty 4726.642471 = -2049313.758071
  nChanged 45
		SP:Iteration 28Q (6752.320000 sec): 3 clusters
  Score: Raw -2054072.842286 + Penalty 4726.642471 = -2049346.199815
  nChanged 37
		SP:Iteration 29Q (6752.360000 sec): 3 clusters
  Score: Raw -2054101.472774 + Penalty 4726.642471 = -2049374.830302
  nChanged 34
		SP:Iteration 30Q (6752.400000 sec): 3 clusters
  Score: Raw -2054138.149302 + Penalty 4726.642471 = -2049411.506831
  nChanged 33
		SP:Iteration 31Q (6752.430000 sec): 3 clusters
  Score: Raw -2054172.685507 + Penalty 4726.642471 = -2049446.043036
  nChanged 28
		SP:Iteration 32Q (6752.470000 sec): 3 clusters
  Score: Raw -2054200.880458 + Penalty 4726.642471 = -2049474.237986
  nChanged 18
		SP:Iteration 33Q (6752.510000 sec): 3 clusters
  Score: Raw -2054218.510796 + Penalty 4726.642471 = -2049491.868325
  nChanged 11
		SP:Iteration 34Q (6752.550000 sec): 3 clusters
  Score: Raw -2054230.858561 + Penalty 4726.642471 = -2049504.216089
  nChanged 10
		SP:Iteration 35Q (6752.580000 sec): 3 clusters
  Score: Raw -2054243.239565 + Penalty 4726.642471 = -2049516.597094
  nChanged 10
		SP:Iteration 36Q (6752.620000 sec): 3 clusters
  Score: Raw -2054254.030763 + Penalty 4726.642471 = -2049527.388292
  nChanged 5
		SP:Iteration 37Q (6752.660000 sec): 3 clusters
  Score: Raw -2054258.807010 + Penalty 4726.642471 = -2049532.164539
  nChanged 5
		SP:Iteration 38Q (6752.690000 sec): 3 clusters
  Score: Raw -2054262.633595 + Penalty 4726.642471 = -2049535.991124
  nChanged 1
		SP:Iteration 39Q (6752.730000 sec): 3 clusters
  Score: Raw -2054264.597697 + Penalty 4726.642471 = -2049537.955226
  nChanged 4
		SP:Iteration 40F (6752.780000 sec): 3 clusters
  Score: Raw -2054269.095636 + Penalty 4726.642471 = -2049542.453164
  nChanged 1
		SP:Iteration 41Q (6752.820000 sec): 3 clusters
  Score: Raw -2054269.605116 + Penalty 4726.642471 = -2049542.962644
  nChanged 0
		SP:Iteration 42F (6752.860000 sec): 3 clusters
  Score: Raw -2054269.605116 + Penalty 4726.642471 = -2049542.962644
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69763 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6753.100000 sec): 2 clusters
  Score: Raw -10201920.397236 + Penalty 2765.909047 = -10199154.488188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6753.350000 sec): 3 clusters
  Score: Raw -10158072.504041 + Penalty 5531.818095 = -10152540.685946
  nChanged 32523
		SP:Iteration 1F (6753.610000 sec): 3 clusters
  Score: Raw -10175911.567410 + Penalty 5531.818095 = -10170379.749316
  nChanged 2320
		SP:Iteration 2Q (6753.880000 sec): 3 clusters
  Score: Raw -10176466.277836 + Penalty 5531.818095 = -10170934.459741
  nChanged 2240
		SP:Iteration 3Q (6754.140000 sec): 3 clusters
  Score: Raw -10177074.833860 + Penalty 5531.818095 = -10171543.015765
  nChanged 2490
		SP:Iteration 4Q (6754.400000 sec): 3 clusters
  Score: Raw -10177942.711924 + Penalty 5531.818095 = -10172410.893829
  nChanged 2934
		SP:Iteration 5Q (6754.660000 sec): 3 clusters
  Score: Raw -10179219.888162 + Penalty 5531.818095 = -10173688.070067
  nChanged 3783
		SP:Iteration 6F (6754.920000 sec): 3 clusters
  Score: Raw -10181356.282463 + Penalty 5531.818095 = -10175824.464368
  nChanged 5011
		SP:Iteration 7F (6755.180000 sec): 3 clusters
  Score: Raw -10184992.427481 + Penalty 5531.818095 = -10179460.609387
  nChanged 6150
		SP:Iteration 8F (6755.440000 sec): 3 clusters
  Score: Raw -10190470.560502 + Penalty 5531.818095 = -10184938.742407
  nChanged 5800
		SP:Iteration 9F (6755.690000 sec): 3 clusters
  Score: Raw -10196240.697661 + Penalty 5531.818095 = -10190708.879566
  nChanged 3820
		SP:Iteration 10F (6755.950000 sec): 3 clusters
  Score: Raw -10200091.871058 + Penalty 5531.818095 = -10194560.052963
  nChanged 1476
		SP:Iteration 11Q (6756.160000 sec): 3 clusters
  Score: Raw -10201516.835071 + Penalty 5531.818095 = -10195985.016976
  nChanged 392
		SP:Iteration 12Q (6756.360000 sec): 3 clusters
  Score: Raw -10201958.375316 + Penalty 5531.818095 = -10196426.557221
  nChanged 97
		SP:Iteration 13Q (6756.540000 sec): 3 clusters
  Score: Raw -10202111.255118 + Penalty 5531.818095 = -10196579.437023
  nChanged 39
		SP:Iteration 14Q (6756.720000 sec): 3 clusters
  Score: Raw -10202169.376017 + Penalty 5531.818095 = -10196637.557922
  nChanged 16
		SP:Iteration 15Q (6756.900000 sec): 3 clusters
  Score: Raw -10202204.378758 + Penalty 5531.818095 = -10196672.560664
  nChanged 8
		SP:Iteration 16Q (6757.080000 sec): 3 clusters
  Score: Raw -10202215.324661 + Penalty 5531.818095 = -10196683.506566
  nChanged 4
		SP:Iteration 17Q (6757.250000 sec): 3 clusters
  Score: Raw -10202225.975584 + Penalty 5531.818095 = -10196694.157489
  nChanged 3
		SP:Iteration 18Q (6757.430000 sec): 3 clusters
  Score: Raw -10202231.315346 + Penalty 5531.818095 = -10196699.497251
  nChanged 2
		SP:Iteration 19Q (6757.600000 sec): 3 clusters
  Score: Raw -10202233.078643 + Penalty 5531.818095 = -10196701.260548
  nChanged 0
		SP:Iteration 20F (6757.860000 sec): 3 clusters
  Score: Raw -10202233.078643 + Penalty 5531.818095 = -10196701.260548
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6757.890000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6757.900000 sec): 3 clusters
  Score: Raw -385258.417696 + Penalty 3923.652944 = -381334.764752
  nChanged 931
		SP:Iteration 1F (6757.910000 sec): 3 clusters
  Score: Raw -385839.322508 + Penalty 3923.652944 = -381915.669565
  nChanged 183
		SP:Iteration 2F (6757.920000 sec): 3 clusters
  Score: Raw -385954.625459 + Penalty 3923.652944 = -382030.972516
  nChanged 96
		SP:Iteration 3Q (6757.930000 sec): 3 clusters
  Score: Raw -386020.730121 + Penalty 3923.652944 = -382097.077177
  nChanged 79
		SP:Iteration 4Q (6757.940000 sec): 3 clusters
  Score: Raw -386067.952098 + Penalty 3923.652944 = -382144.299155
  nChanged 52
		SP:Iteration 5Q (6757.950000 sec): 3 clusters
  Score: Raw -386099.820590 + Penalty 3923.652944 = -382176.167646
  nChanged 44
		SP:Iteration 6Q (6757.960000 sec): 3 clusters
  Score: Raw -386125.658625 + Penalty 3923.652944 = -382202.005681
  nChanged 46
		SP:Iteration 7Q (6757.970000 sec): 3 clusters
  Score: Raw -386151.195159 + Penalty 3923.652944 = -382227.542215
  nChanged 39
		SP:Iteration 8Q (6757.980000 sec): 3 clusters
  Score: Raw -386172.126639 + Penalty 3923.652944 = -382248.473696
  nChanged 35
		SP:Iteration 9Q (6757.990000 sec): 3 clusters
  Score: Raw -386190.879211 + Penalty 3923.652944 = -382267.226267
  nChanged 34
		SP:Iteration 10Q (6758.000000 sec): 3 clusters
  Score: Raw -386208.044804 + Penalty 3923.652944 = -382284.391860
  nChanged 25
		SP:Iteration 11Q (6758.010000 sec): 3 clusters
  Score: Raw -386221.527283 + Penalty 3923.652944 = -382297.874339
  nChanged 19
		SP:Iteration 12Q (6758.020000 sec): 3 clusters
  Score: Raw -386231.645440 + Penalty 3923.652944 = -382307.992496
  nChanged 13
		SP:Iteration 13Q (6758.030000 sec): 3 clusters
  Score: Raw -386238.298548 + Penalty 3923.652944 = -382314.645604
  nChanged 13
		SP:Iteration 14Q (6758.040000 sec): 3 clusters
  Score: Raw -386244.353069 + Penalty 3923.652944 = -382320.700126
  nChanged 9
		SP:Iteration 15Q (6758.050000 sec): 3 clusters
  Score: Raw -386247.500301 + Penalty 3923.652944 = -382323.847357
  nChanged 9
		SP:Iteration 16Q (6758.060000 sec): 3 clusters
  Score: Raw -386252.320696 + Penalty 3923.652944 = -382328.667753
  nChanged 12
		SP:Iteration 17Q (6758.070000 sec): 3 clusters
  Score: Raw -386258.952717 + Penalty 3923.652944 = -382335.299773
  nChanged 14
		SP:Iteration 18Q (6758.080000 sec): 3 clusters
  Score: Raw -386266.921658 + Penalty 3923.652944 = -382343.268715
  nChanged 17
		SP:Iteration 19Q (6758.090000 sec): 3 clusters
  Score: Raw -386277.121780 + Penalty 3923.652944 = -382353.468836
  nChanged 21
		SP:Iteration 20F (6758.100000 sec): 3 clusters
  Score: Raw -386288.464626 + Penalty 3923.652944 = -382364.811683
  nChanged 21
		SP:Iteration 21Q (6758.110000 sec): 3 clusters
  Score: Raw -386300.715659 + Penalty 3923.652944 = -382377.062716
  nChanged 21
		SP:Iteration 22Q (6758.120000 sec): 3 clusters
  Score: Raw -386311.445059 + Penalty 3923.652944 = -382387.792115
  nChanged 16
		SP:Iteration 23Q (6758.130000 sec): 3 clusters
  Score: Raw -386318.385679 + Penalty 3923.652944 = -382394.732736
  nChanged 11
		SP:Iteration 24Q (6758.140000 sec): 3 clusters
  Score: Raw -386323.694072 + Penalty 3923.652944 = -382400.041128
  nChanged 10
		SP:Iteration 25Q (6758.150000 sec): 3 clusters
  Score: Raw -386327.697390 + Penalty 3923.652944 = -382404.044446
  nChanged 9
		SP:Iteration 26Q (6758.160000 sec): 3 clusters
  Score: Raw -386331.264453 + Penalty 3923.652944 = -382407.611510
  nChanged 12
		SP:Iteration 27Q (6758.170000 sec): 3 clusters
  Score: Raw -386339.278850 + Penalty 3923.652944 = -382415.625907
  nChanged 13
		SP:Iteration 28Q (6758.180000 sec): 3 clusters
  Score: Raw -386346.483413 + Penalty 3923.652944 = -382422.830470
  nChanged 15
		SP:Iteration 29Q (6758.190000 sec): 3 clusters
  Score: Raw -386353.349572 + Penalty 3923.652944 = -382429.696629
  nChanged 20
		SP:Iteration 30Q (6758.200000 sec): 3 clusters
  Score: Raw -386362.594121 + Penalty 3923.652944 = -382438.941178
  nChanged 12
		SP:Iteration 31Q (6758.200000 sec): 3 clusters
  Score: Raw -386367.388473 + Penalty 3923.652944 = -382443.735529
  nChanged 8
		SP:Iteration 32Q (6758.220000 sec): 3 clusters
  Score: Raw -386371.667933 + Penalty 3923.652944 = -382448.014990
  nChanged 16
		SP:Iteration 33Q (6758.220000 sec): 3 clusters
  Score: Raw -386381.149846 + Penalty 3923.652944 = -382457.496902
  nChanged 21
		SP:Iteration 34Q (6758.240000 sec): 3 clusters
  Score: Raw -386393.070322 + Penalty 3923.652944 = -382469.417378
  nChanged 18
		SP:Iteration 35Q (6758.240000 sec): 3 clusters
  Score: Raw -386404.287722 + Penalty 3923.652944 = -382480.634778
  nChanged 11
		SP:Iteration 36Q (6758.250000 sec): 3 clusters
  Score: Raw -386411.373703 + Penalty 3923.652944 = -382487.720760
  nChanged 7
		SP:Iteration 37Q (6758.260000 sec): 3 clusters
  Score: Raw -386414.772019 + Penalty 3923.652944 = -382491.119075
  nChanged 8
		SP:Iteration 38Q (6758.270000 sec): 3 clusters
  Score: Raw -386418.481545 + Penalty 3923.652944 = -382494.828601
  nChanged 9
		SP:Iteration 39Q (6758.280000 sec): 3 clusters
  Score: Raw -386422.743493 + Penalty 3923.652944 = -382499.090549
  nChanged 9
		SP:Iteration 40F (6758.290000 sec): 3 clusters
  Score: Raw -386427.043222 + Penalty 3923.652944 = -382503.390278
  nChanged 10
		SP:Iteration 41Q (6758.300000 sec): 3 clusters
  Score: Raw -386430.781284 + Penalty 3923.652944 = -382507.128341
  nChanged 6
		SP:Iteration 42Q (6758.310000 sec): 3 clusters
  Score: Raw -386434.248987 + Penalty 3923.652944 = -382510.596044
  nChanged 3
		SP:Iteration 43Q (6758.320000 sec): 3 clusters
  Score: Raw -386435.372868 + Penalty 3923.652944 = -382511.719924
  nChanged 4
		SP:Iteration 44Q (6758.330000 sec): 3 clusters
  Score: Raw -386436.515522 + Penalty 3923.652944 = -382512.862579
  nChanged 7
		SP:Iteration 45Q (6758.340000 sec): 3 clusters
  Score: Raw -386438.910950 + Penalty 3923.652944 = -382515.258007
  nChanged 3
		SP:Iteration 46Q (6758.350000 sec): 3 clusters
  Score: Raw -386440.619797 + Penalty 3923.652944 = -382516.966853
  nChanged 4
		SP:Iteration 47Q (6758.360000 sec): 3 clusters
  Score: Raw -386444.219254 + Penalty 3923.652944 = -382520.566311
  nChanged 8
		SP:Iteration 48Q (6758.370000 sec): 3 clusters
  Score: Raw -386448.651401 + Penalty 3923.652944 = -382524.998457
  nChanged 6
		SP:Iteration 49Q (6758.380000 sec): 3 clusters
  Score: Raw -386450.905041 + Penalty 3923.652944 = -382527.252098
  nChanged 6
		SP:Iteration 50Q (6758.390000 sec): 3 clusters
  Score: Raw -386453.143883 + Penalty 3923.652944 = -382529.490939
  nChanged 3
		SP:Iteration 51Q (6758.400000 sec): 3 clusters
  Score: Raw -386455.113017 + Penalty 3923.652944 = -382531.460073
  nChanged 5
		SP:Iteration 52Q (6758.410000 sec): 3 clusters
  Score: Raw -386457.295892 + Penalty 3923.652944 = -382533.642948
  nChanged 5
		SP:Iteration 53Q (6758.420000 sec): 3 clusters
  Score: Raw -386460.615028 + Penalty 3923.652944 = -382536.962084
  nChanged 5
		SP:Iteration 54Q (6758.430000 sec): 3 clusters
  Score: Raw -386462.947495 + Penalty 3923.652944 = -382539.294551
  nChanged 4
		SP:Iteration 55Q (6758.440000 sec): 3 clusters
  Score: Raw -386464.582431 + Penalty 3923.652944 = -382540.929487
  nChanged 2
		SP:Iteration 56Q (6758.440000 sec): 3 clusters
  Score: Raw -386465.046255 + Penalty 3923.652944 = -382541.393311
  nChanged 0
		SP:Iteration 57F (6758.460000 sec): 3 clusters
  Score: Raw -386465.046255 + Penalty 3923.652944 = -382541.393311
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6758.460000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6758.470000 sec): 3 clusters
  Score: Raw -168857.279933 + Penalty 3494.272938 = -165363.006995
  nChanged 295
		SP:Iteration 1F (6758.470000 sec): 3 clusters
  Score: Raw -169141.441301 + Penalty 3494.272938 = -165647.168363
  nChanged 75
		SP:Iteration 2F (6758.480000 sec): 3 clusters
  Score: Raw -169232.728068 + Penalty 3494.272938 = -165738.455130
  nChanged 33
		SP:Iteration 3Q (6758.480000 sec): 3 clusters
  Score: Raw -169270.972611 + Penalty 3494.272938 = -165776.699673
  nChanged 18
		SP:Iteration 4Q (6758.480000 sec): 3 clusters
  Score: Raw -169289.618994 + Penalty 3494.272938 = -165795.346056
  nChanged 19
		SP:Iteration 5Q (6758.490000 sec): 3 clusters
  Score: Raw -169309.441525 + Penalty 3494.272938 = -165815.168587
  nChanged 11
		SP:Iteration 6Q (6758.490000 sec): 3 clusters
  Score: Raw -169319.257481 + Penalty 3494.272938 = -165824.984543
  nChanged 4
		SP:Iteration 7Q (6758.500000 sec): 3 clusters
  Score: Raw -169324.017487 + Penalty 3494.272938 = -165829.744549
  nChanged 4
		SP:Iteration 8Q (6758.500000 sec): 3 clusters
  Score: Raw -169326.137010 + Penalty 3494.272938 = -165831.864072
  nChanged 0
		SP:Iteration 9F (6758.500000 sec): 3 clusters
  Score: Raw -169326.137010 + Penalty 3494.272938 = -165831.864072
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6758.510000 sec): 2 clusters
  Score: Raw -256972.402976 + Penalty 1864.479917 = -255107.923060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6758.520000 sec): 3 clusters
  Score: Raw -256476.876301 + Penalty 3728.959834 = -252747.916467
  nChanged 577
		SP:Iteration 1F (6758.520000 sec): 3 clusters
  Score: Raw -257086.859301 + Penalty 3728.959834 = -253357.899467
  nChanged 199
		SP:Iteration 2F (6758.530000 sec): 3 clusters
  Score: Raw -257473.042636 + Penalty 3728.959834 = -253744.082802
  nChanged 158
		SP:Iteration 3F (6758.540000 sec): 3 clusters
  Score: Raw -257790.298113 + Penalty 3728.959834 = -254061.338279
  nChanged 113
		SP:Iteration 4F (6758.540000 sec): 3 clusters
  Score: Raw -258099.221820 + Penalty 3728.959834 = -254370.261986
  nChanged 74
		SP:Iteration 5Q (6758.550000 sec): 3 clusters
  Score: Raw -258219.892092 + Penalty 3728.959834 = -254490.932259
  nChanged 53
		SP:Iteration 6Q (6758.560000 sec): 3 clusters
  Score: Raw -258276.002396 + Penalty 3728.959834 = -254547.042562
  nChanged 26
		SP:Iteration 7Q (6758.560000 sec): 3 clusters
  Score: Raw -258314.560131 + Penalty 3728.959834 = -254585.600297
  nChanged 19
		SP:Iteration 8Q (6758.570000 sec): 3 clusters
  Score: Raw -258341.792630 + Penalty 3728.959834 = -254612.832796
  nChanged 19
		SP:Iteration 9Q (6758.580000 sec): 3 clusters
  Score: Raw -258366.637936 + Penalty 3728.959834 = -254637.678103
  nChanged 19
		SP:Iteration 10Q (6758.580000 sec): 3 clusters
  Score: Raw -258391.304361 + Penalty 3728.959834 = -254662.344527
  nChanged 12
		SP:Iteration 11Q (6758.590000 sec): 3 clusters
  Score: Raw -258409.451478 + Penalty 3728.959834 = -254680.491644
  nChanged 10
		SP:Iteration 12Q (6758.600000 sec): 3 clusters
  Score: Raw -258430.793505 + Penalty 3728.959834 = -254701.833671
  nChanged 15
		SP:Iteration 13Q (6758.600000 sec): 3 clusters
  Score: Raw -258458.040485 + Penalty 3728.959834 = -254729.080651
  nChanged 13
		SP:Iteration 14Q (6758.610000 sec): 3 clusters
  Score: Raw -258482.476230 + Penalty 3728.959834 = -254753.516396
  nChanged 5
		SP:Iteration 15Q (6758.610000 sec): 3 clusters
  Score: Raw -258491.073558 + Penalty 3728.959834 = -254762.113724
  nChanged 7
		SP:Iteration 16Q (6758.620000 sec): 3 clusters
  Score: Raw -258509.390125 + Penalty 3728.959834 = -254780.430291
  nChanged 4
		SP:Iteration 17Q (6758.620000 sec): 3 clusters
  Score: Raw -258514.418151 + Penalty 3728.959834 = -254785.458317
  nChanged 3
		SP:Iteration 18Q (6758.630000 sec): 3 clusters
  Score: Raw -258518.909506 + Penalty 3728.959834 = -254789.949672
  nChanged 2
		SP:Iteration 19Q (6758.640000 sec): 3 clusters
  Score: Raw -258520.565885 + Penalty 3728.959834 = -254791.606051
  nChanged 2
		SP:Iteration 20F (6758.640000 sec): 3 clusters
  Score: Raw -258531.583363 + Penalty 3728.959834 = -254802.623529
  nChanged 5
		SP:Iteration 21Q (6758.650000 sec): 3 clusters
  Score: Raw -258570.948015 + Penalty 3728.959834 = -254841.988181
  nChanged 2
		SP:Iteration 22Q (6758.650000 sec): 3 clusters
  Score: Raw -258580.472805 + Penalty 3728.959834 = -254851.512971
  nChanged 2
		SP:Iteration 23Q (6758.660000 sec): 3 clusters
  Score: Raw -258589.862520 + Penalty 3728.959834 = -254860.902686
  nChanged 5
		SP:Iteration 24Q (6758.660000 sec): 3 clusters
  Score: Raw -258605.471620 + Penalty 3728.959834 = -254876.511786
  nChanged 8
		SP:Iteration 25Q (6758.670000 sec): 3 clusters
  Score: Raw -258616.617034 + Penalty 3728.959834 = -254887.657200
  nChanged 6
		SP:Iteration 26Q (6758.680000 sec): 3 clusters
  Score: Raw -258624.314097 + Penalty 3728.959834 = -254895.354263
  nChanged 6
		SP:Iteration 27Q (6758.680000 sec): 3 clusters
  Score: Raw -258629.601347 + Penalty 3728.959834 = -254900.641513
  nChanged 4
		SP:Iteration 28Q (6758.680000 sec): 3 clusters
  Score: Raw -258637.897737 + Penalty 3728.959834 = -254908.937903
  nChanged 2
		SP:Iteration 29Q (6758.690000 sec): 3 clusters
  Score: Raw -258639.847967 + Penalty 3728.959834 = -254910.888133
  nChanged 1
		SP:Iteration 30Q (6758.700000 sec): 3 clusters
  Score: Raw -258642.251264 + Penalty 3728.959834 = -254913.291430
  nChanged 2
		SP:Iteration 31Q (6758.700000 sec): 3 clusters
  Score: Raw -258644.406601 + Penalty 3728.959834 = -254915.446767
  nChanged 1
		SP:Iteration 32Q (6758.710000 sec): 3 clusters
  Score: Raw -258645.478547 + Penalty 3728.959834 = -254916.518713
  nChanged 1
		SP:Iteration 33Q (6758.710000 sec): 3 clusters
  Score: Raw -258648.428782 + Penalty 3728.959834 = -254919.468948
  nChanged 3
		SP:Iteration 34Q (6758.720000 sec): 3 clusters
  Score: Raw -258652.730337 + Penalty 3728.959834 = -254923.770503
  nChanged 2
		SP:Iteration 35Q (6758.720000 sec): 3 clusters
  Score: Raw -258654.757166 + Penalty 3728.959834 = -254925.797332
  nChanged 2
		SP:Iteration 36Q (6758.730000 sec): 3 clusters
  Score: Raw -258656.645394 + Penalty 3728.959834 = -254927.685560
  nChanged 2
		SP:Iteration 37Q (6758.740000 sec): 3 clusters
  Score: Raw -258658.412171 + Penalty 3728.959834 = -254929.452338
  nChanged 0
		SP:Iteration 38F (6758.740000 sec): 3 clusters
  Score: Raw -258658.412171 + Penalty 3728.959834 = -254929.452338
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6758.780000 sec): 2 clusters
  Score: Raw -1667596.949553 + Penalty 2305.832084 = -1665291.117469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6758.820000 sec): 3 clusters
  Score: Raw -1661602.429831 + Penalty 4611.664169 = -1656990.765662
  nChanged 4569
		SP:Iteration 1F (6758.860000 sec): 3 clusters
  Score: Raw -1664051.991225 + Penalty 4611.664169 = -1659440.327056
  nChanged 665
		SP:Iteration 2F (6758.900000 sec): 3 clusters
  Score: Raw -1664327.712837 + Penalty 4611.664169 = -1659716.048668
  nChanged 495
		SP:Iteration 3Q (6758.940000 sec): 3 clusters
  Score: Raw -1664526.340107 + Penalty 4611.664169 = -1659914.675938
  nChanged 416
		SP:Iteration 4Q (6758.980000 sec): 3 clusters
  Score: Raw -1664672.947527 + Penalty 4611.664169 = -1660061.283358
  nChanged 338
		SP:Iteration 5Q (6759.020000 sec): 3 clusters
  Score: Raw -1664775.539934 + Penalty 4611.664169 = -1660163.875765
  nChanged 262
		SP:Iteration 6Q (6759.060000 sec): 3 clusters
  Score: Raw -1664848.000772 + Penalty 4611.664169 = -1660236.336603
  nChanged 210
		SP:Iteration 7Q (6759.100000 sec): 3 clusters
  Score: Raw -1664900.573401 + Penalty 4611.664169 = -1660288.909232
  nChanged 169
		SP:Iteration 8Q (6759.140000 sec): 3 clusters
  Score: Raw -1664940.019307 + Penalty 4611.664169 = -1660328.355138
  nChanged 132
		SP:Iteration 9Q (6759.180000 sec): 3 clusters
  Score: Raw -1664969.881179 + Penalty 4611.664169 = -1660358.217010
  nChanged 130
		SP:Iteration 10Q (6759.220000 sec): 3 clusters
  Score: Raw -1665000.771852 + Penalty 4611.664169 = -1660389.107683
  nChanged 138
		SP:Iteration 11Q (6759.260000 sec): 3 clusters
  Score: Raw -1665032.944720 + Penalty 4611.664169 = -1660421.280551
  nChanged 130
		SP:Iteration 12Q (6759.300000 sec): 3 clusters
  Score: Raw -1665062.615743 + Penalty 4611.664169 = -1660450.951574
  nChanged 140
		SP:Iteration 13Q (6759.340000 sec): 3 clusters
  Score: Raw -1665098.304580 + Penalty 4611.664169 = -1660486.640411
  nChanged 147
		SP:Iteration 14Q (6759.380000 sec): 3 clusters
  Score: Raw -1665133.212160 + Penalty 4611.664169 = -1660521.547991
  nChanged 133
		SP:Iteration 15Q (6759.410000 sec): 3 clusters
  Score: Raw -1665165.440818 + Penalty 4611.664169 = -1660553.776649
  nChanged 149
		SP:Iteration 16Q (6759.460000 sec): 3 clusters
  Score: Raw -1665201.440371 + Penalty 4611.664169 = -1660589.776202
  nChanged 153
		SP:Iteration 17Q (6759.500000 sec): 3 clusters
  Score: Raw -1665242.467725 + Penalty 4611.664169 = -1660630.803556
  nChanged 163
		SP:Iteration 18Q (6759.530000 sec): 3 clusters
  Score: Raw -1665282.518319 + Penalty 4611.664169 = -1660670.854150
  nChanged 161
		SP:Iteration 19Q (6759.570000 sec): 3 clusters
  Score: Raw -1665329.701860 + Penalty 4611.664169 = -1660718.037691
  nChanged 183
		SP:Iteration 20F (6759.610000 sec): 3 clusters
  Score: Raw -1665384.676152 + Penalty 4611.664169 = -1660773.011983
  nChanged 210
		SP:Iteration 21Q (6759.650000 sec): 3 clusters
  Score: Raw -1665448.426315 + Penalty 4611.664169 = -1660836.762146
  nChanged 210
		SP:Iteration 22Q (6759.690000 sec): 3 clusters
  Score: Raw -1665516.258145 + Penalty 4611.664169 = -1660904.593976
  nChanged 239
		SP:Iteration 23Q (6759.730000 sec): 3 clusters
  Score: Raw -1665607.938304 + Penalty 4611.664169 = -1660996.274135
  nChanged 295
		SP:Iteration 24Q (6759.770000 sec): 3 clusters
  Score: Raw -1665731.627874 + Penalty 4611.664169 = -1661119.963705
  nChanged 340
		SP:Iteration 25Q (6759.810000 sec): 3 clusters
  Score: Raw -1665885.966776 + Penalty 4611.664169 = -1661274.302607
  nChanged 342
		SP:Iteration 26Q (6759.850000 sec): 3 clusters
  Score: Raw -1666068.650340 + Penalty 4611.664169 = -1661456.986171
  nChanged 383
		SP:Iteration 27Q (6759.890000 sec): 3 clusters
  Score: Raw -1666294.302286 + Penalty 4611.664169 = -1661682.638117
  nChanged 401
		SP:Iteration 28Q (6759.930000 sec): 3 clusters
  Score: Raw -1666560.544755 + Penalty 4611.664169 = -1661948.880586
  nChanged 418
		SP:Iteration 29Q (6759.970000 sec): 3 clusters
  Score: Raw -1666862.446776 + Penalty 4611.664169 = -1662250.782607
  nChanged 373
		SP:Iteration 30Q (6760.010000 sec): 3 clusters
  Score: Raw -1667139.349753 + Penalty 4611.664169 = -1662527.685584
  nChanged 307
		SP:Iteration 31Q (6760.050000 sec): 3 clusters
  Score: Raw -1667377.927309 + Penalty 4611.664169 = -1662766.263140
  nChanged 246
		SP:Iteration 32Q (6760.080000 sec): 3 clusters
  Score: Raw -1667576.507729 + Penalty 4611.664169 = -1662964.843560
  nChanged 166
		SP:Iteration 33Q (6760.120000 sec): 3 clusters
  Score: Raw -1667705.017207 + Penalty 4611.664169 = -1663093.353038
  nChanged 128
		SP:Iteration 34Q (6760.160000 sec): 3 clusters
  Score: Raw -1667802.806046 + Penalty 4611.664169 = -1663191.141877
  nChanged 70
		SP:Iteration 35Q (6760.190000 sec): 3 clusters
  Score: Raw -1667848.973595 + Penalty 4611.664169 = -1663237.309426
  nChanged 42
		SP:Iteration 36Q (6760.230000 sec): 3 clusters
  Score: Raw -1667882.973432 + Penalty 4611.664169 = -1663271.309263
  nChanged 44
		SP:Iteration 37Q (6760.260000 sec): 3 clusters
  Score: Raw -1667913.129503 + Penalty 4611.664169 = -1663301.465334
  nChanged 34
		SP:Iteration 38Q (6760.290000 sec): 3 clusters
  Score: Raw -1667940.748154 + Penalty 4611.664169 = -1663329.083985
  nChanged 29
		SP:Iteration 39Q (6760.330000 sec): 3 clusters
  Score: Raw -1667962.234674 + Penalty 4611.664169 = -1663350.570505
  nChanged 22
		SP:Iteration 40F (6760.370000 sec): 3 clusters
  Score: Raw -1667977.770493 + Penalty 4611.664169 = -1663366.106324
  nChanged 13
		SP:Iteration 41Q (6760.400000 sec): 3 clusters
  Score: Raw -1667989.448685 + Penalty 4611.664169 = -1663377.784516
  nChanged 12
		SP:Iteration 42Q (6760.430000 sec): 3 clusters
  Score: Raw -1667997.585745 + Penalty 4611.664169 = -1663385.921576
  nChanged 5
		SP:Iteration 43Q (6760.460000 sec): 3 clusters
  Score: Raw -1668000.761574 + Penalty 4611.664169 = -1663389.097405
  nChanged 2
		SP:Iteration 44Q (6760.490000 sec): 3 clusters
  Score: Raw -1668001.957422 + Penalty 4611.664169 = -1663390.293253
  nChanged 4
		SP:Iteration 45Q (6760.530000 sec): 3 clusters
  Score: Raw -1668004.289552 + Penalty 4611.664169 = -1663392.625383
  nChanged 0
		SP:Iteration 46F (6760.570000 sec): 3 clusters
  Score: Raw -1668004.289552 + Penalty 4611.664169 = -1663392.625383
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6760.610000 sec): 2 clusters
  Score: Raw -1983394.227559 + Penalty 2369.339479 = -1981024.888080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6760.660000 sec): 3 clusters
  Score: Raw -1975488.502178 + Penalty 4738.678958 = -1970749.823219
  nChanged 6081
		SP:Iteration 1F (6760.710000 sec): 3 clusters
  Score: Raw -1978578.546998 + Penalty 4738.678958 = -1973839.868039
  nChanged 856
		SP:Iteration 2F (6760.770000 sec): 3 clusters
  Score: Raw -1978953.267485 + Penalty 4738.678958 = -1974214.588526
  nChanged 757
		SP:Iteration 3F (6760.810000 sec): 3 clusters
  Score: Raw -1979297.469619 + Penalty 4738.678958 = -1974558.790661
  nChanged 685
		SP:Iteration 4Q (6760.870000 sec): 3 clusters
  Score: Raw -1979612.259800 + Penalty 4738.678958 = -1974873.580842
  nChanged 662
		SP:Iteration 5Q (6760.920000 sec): 3 clusters
  Score: Raw -1979955.425502 + Penalty 4738.678958 = -1975216.746543
  nChanged 610
		SP:Iteration 6Q (6760.970000 sec): 3 clusters
  Score: Raw -1980235.504738 + Penalty 4738.678958 = -1975496.825780
  nChanged 553
		SP:Iteration 7Q (6761.020000 sec): 3 clusters
  Score: Raw -1980499.726416 + Penalty 4738.678958 = -1975761.047458
  nChanged 534
		SP:Iteration 8Q (6761.070000 sec): 3 clusters
  Score: Raw -1980761.028330 + Penalty 4738.678958 = -1976022.349372
  nChanged 506
		SP:Iteration 9Q (6761.120000 sec): 3 clusters
  Score: Raw -1981028.038871 + Penalty 4738.678958 = -1976289.359912
  nChanged 480
		SP:Iteration 10Q (6761.170000 sec): 3 clusters
  Score: Raw -1981252.993334 + Penalty 4738.678958 = -1976514.314376
  nChanged 431
		SP:Iteration 11Q (6761.220000 sec): 3 clusters
  Score: Raw -1981460.355272 + Penalty 4738.678958 = -1976721.676313
  nChanged 406
		SP:Iteration 12Q (6761.270000 sec): 3 clusters
  Score: Raw -1981647.315993 + Penalty 4738.678958 = -1976908.637034
  nChanged 370
		SP:Iteration 13Q (6761.320000 sec): 3 clusters
  Score: Raw -1981829.721838 + Penalty 4738.678958 = -1977091.042880
  nChanged 348
		SP:Iteration 14Q (6761.370000 sec): 3 clusters
  Score: Raw -1982007.630620 + Penalty 4738.678958 = -1977268.951662
  nChanged 341
		SP:Iteration 15Q (6761.420000 sec): 3 clusters
  Score: Raw -1982178.019337 + Penalty 4738.678958 = -1977439.340379
  nChanged 308
		SP:Iteration 16Q (6761.470000 sec): 3 clusters
  Score: Raw -1982346.269922 + Penalty 4738.678958 = -1977607.590964
  nChanged 301
		SP:Iteration 17Q (6761.520000 sec): 3 clusters
  Score: Raw -1982510.257711 + Penalty 4738.678958 = -1977771.578753
  nChanged 293
		SP:Iteration 18Q (6761.570000 sec): 3 clusters
  Score: Raw -1982674.638131 + Penalty 4738.678958 = -1977935.959172
  nChanged 265
		SP:Iteration 19Q (6761.610000 sec): 3 clusters
  Score: Raw -1982817.706767 + Penalty 4738.678958 = -1978079.027809
  nChanged 245
		SP:Iteration 20F (6761.660000 sec): 3 clusters
  Score: Raw -1982940.695953 + Penalty 4738.678958 = -1978202.016995
  nChanged 189
		SP:Iteration 21Q (6761.710000 sec): 3 clusters
  Score: Raw -1983030.863558 + Penalty 4738.678958 = -1978292.184599
  nChanged 162
		SP:Iteration 22Q (6761.750000 sec): 3 clusters
  Score: Raw -1983115.227470 + Penalty 4738.678958 = -1978376.548512
  nChanged 148
		SP:Iteration 23Q (6761.800000 sec): 3 clusters
  Score: Raw -1983191.620088 + Penalty 4738.678958 = -1978452.941130
  nChanged 129
		SP:Iteration 24Q (6761.840000 sec): 3 clusters
  Score: Raw -1983253.945823 + Penalty 4738.678958 = -1978515.266864
  nChanged 116
		SP:Iteration 25Q (6761.890000 sec): 3 clusters
  Score: Raw -1983304.305455 + Penalty 4738.678958 = -1978565.626497
  nChanged 100
		SP:Iteration 26Q (6761.930000 sec): 3 clusters
  Score: Raw -1983350.264555 + Penalty 4738.678958 = -1978611.585597
  nChanged 94
		SP:Iteration 27Q (6761.970000 sec): 3 clusters
  Score: Raw -1983391.428950 + Penalty 4738.678958 = -1978652.749991
  nChanged 85
		SP:Iteration 28Q (6762.010000 sec): 3 clusters
  Score: Raw -1983429.261418 + Penalty 4738.678958 = -1978690.582459
  nChanged 66
		SP:Iteration 29Q (6762.050000 sec): 3 clusters
  Score: Raw -1983454.190543 + Penalty 4738.678958 = -1978715.511585
  nChanged 75
		SP:Iteration 30Q (6762.100000 sec): 3 clusters
  Score: Raw -1983481.699659 + Penalty 4738.678958 = -1978743.020701
  nChanged 65
		SP:Iteration 31Q (6762.140000 sec): 3 clusters
  Score: Raw -1983506.760674 + Penalty 4738.678958 = -1978768.081716
  nChanged 66
		SP:Iteration 32Q (6762.180000 sec): 3 clusters
  Score: Raw -1983534.453816 + Penalty 4738.678958 = -1978795.774858
  nChanged 78
		SP:Iteration 33Q (6762.220000 sec): 3 clusters
  Score: Raw -1983567.569894 + Penalty 4738.678958 = -1978828.890935
  nChanged 79
		SP:Iteration 34Q (6762.260000 sec): 3 clusters
  Score: Raw -1983599.512937 + Penalty 4738.678958 = -1978860.833979
  nChanged 58
		SP:Iteration 35Q (6762.310000 sec): 3 clusters
  Score: Raw -1983627.114224 + Penalty 4738.678958 = -1978888.435266
  nChanged 51
		SP:Iteration 36Q (6762.350000 sec): 3 clusters
  Score: Raw -1983646.574354 + Penalty 4738.678958 = -1978907.895396
  nChanged 42
		SP:Iteration 37Q (6762.390000 sec): 3 clusters
  Score: Raw -1983659.926773 + Penalty 4738.678958 = -1978921.247815
  nChanged 43
		SP:Iteration 38Q (6762.430000 sec): 3 clusters
  Score: Raw -1983672.882981 + Penalty 4738.678958 = -1978934.204023
  nChanged 29
		SP:Iteration 39Q (6762.470000 sec): 3 clusters
  Score: Raw -1983681.266484 + Penalty 4738.678958 = -1978942.587526
  nChanged 37
		SP:Iteration 40F (6762.520000 sec): 3 clusters
  Score: Raw -1983692.979969 + Penalty 4738.678958 = -1978954.301011
  nChanged 29
		SP:Iteration 41Q (6762.560000 sec): 3 clusters
  Score: Raw -1983702.676193 + Penalty 4738.678958 = -1978963.997235
  nChanged 27
		SP:Iteration 42Q (6762.600000 sec): 3 clusters
  Score: Raw -1983710.944417 + Penalty 4738.678958 = -1978972.265459
  nChanged 23
		SP:Iteration 43Q (6762.640000 sec): 3 clusters
  Score: Raw -1983719.679538 + Penalty 4738.678958 = -1978981.000580
  nChanged 25
		SP:Iteration 44Q (6762.680000 sec): 3 clusters
  Score: Raw -1983726.779524 + Penalty 4738.678958 = -1978988.100565
  nChanged 20
		SP:Iteration 45Q (6762.720000 sec): 3 clusters
  Score: Raw -1983731.657144 + Penalty 4738.678958 = -1978992.978185
  nChanged 17
		SP:Iteration 46Q (6762.760000 sec): 3 clusters
  Score: Raw -1983735.907095 + Penalty 4738.678958 = -1978997.228137
  nChanged 16
		SP:Iteration 47Q (6762.800000 sec): 3 clusters
  Score: Raw -1983740.691607 + Penalty 4738.678958 = -1979002.012649
  nChanged 16
		SP:Iteration 48Q (6762.840000 sec): 3 clusters
  Score: Raw -1983744.560451 + Penalty 4738.678958 = -1979005.881493
  nChanged 6
		SP:Iteration 49Q (6762.880000 sec): 3 clusters
  Score: Raw -1983746.069709 + Penalty 4738.678958 = -1979007.390751
  nChanged 8
		SP:Iteration 50Q (6762.920000 sec): 3 clusters
  Score: Raw -1983748.580326 + Penalty 4738.678958 = -1979009.901368
  nChanged 9
		SP:Iteration 51Q (6762.960000 sec): 3 clusters
  Score: Raw -1983751.490642 + Penalty 4738.678958 = -1979012.811684
  nChanged 16
		SP:Iteration 52Q (6763.000000 sec): 3 clusters
  Score: Raw -1983756.014706 + Penalty 4738.678958 = -1979017.335748
  nChanged 11
		SP:Iteration 53Q (6763.040000 sec): 3 clusters
  Score: Raw -1983758.842667 + Penalty 4738.678958 = -1979020.163709
  nChanged 7
		SP:Iteration 54Q (6763.080000 sec): 3 clusters
  Score: Raw -1983760.147524 + Penalty 4738.678958 = -1979021.468566
  nChanged 7
		SP:Iteration 55Q (6763.120000 sec): 3 clusters
  Score: Raw -1983762.043058 + Penalty 4738.678958 = -1979023.364100
  nChanged 7
		SP:Iteration 56Q (6763.160000 sec): 3 clusters
  Score: Raw -1983764.199196 + Penalty 4738.678958 = -1979025.520238
  nChanged 5
		SP:Iteration 57Q (6763.210000 sec): 3 clusters
  Score: Raw -1983765.309701 + Penalty 4738.678958 = -1979026.630742
  nChanged 8
		SP:Iteration 58Q (6763.250000 sec): 3 clusters
  Score: Raw -1983767.664903 + Penalty 4738.678958 = -1979028.985944
  nChanged 11
		SP:Iteration 59Q (6763.290000 sec): 3 clusters
  Score: Raw -1983770.917380 + Penalty 4738.678958 = -1979032.238422
  nChanged 15
		SP:Iteration 60F (6763.330000 sec): 3 clusters
  Score: Raw -1983775.073481 + Penalty 4738.678958 = -1979036.394523
  nChanged 11
		SP:Iteration 61Q (6763.370000 sec): 3 clusters
  Score: Raw -1983778.004083 + Penalty 4738.678958 = -1979039.325125
  nChanged 14
		SP:Iteration 62Q (6763.410000 sec): 3 clusters
  Score: Raw -1983781.546006 + Penalty 4738.678958 = -1979042.867048
  nChanged 9
		SP:Iteration 63Q (6763.450000 sec): 3 clusters
  Score: Raw -1983784.223552 + Penalty 4738.678958 = -1979045.544594
  nChanged 9
		SP:Iteration 64Q (6763.490000 sec): 3 clusters
  Score: Raw -1983786.892846 + Penalty 4738.678958 = -1979048.213887
  nChanged 7
		SP:Iteration 65Q (6763.530000 sec): 3 clusters
  Score: Raw -1983788.806782 + Penalty 4738.678958 = -1979050.127824
  nChanged 10
		SP:Iteration 66Q (6763.570000 sec): 3 clusters
  Score: Raw -1983791.921933 + Penalty 4738.678958 = -1979053.242975
  nChanged 10
		SP:Iteration 67Q (6763.610000 sec): 3 clusters
  Score: Raw -1983794.738675 + Penalty 4738.678958 = -1979056.059717
  nChanged 12
		SP:Iteration 68Q (6763.650000 sec): 3 clusters
  Score: Raw -1983797.552001 + Penalty 4738.678958 = -1979058.873043
  nChanged 6
		SP:Iteration 69Q (6763.690000 sec): 3 clusters
  Score: Raw -1983799.022412 + Penalty 4738.678958 = -1979060.343453
  nChanged 7
		SP:Iteration 70Q (6763.730000 sec): 3 clusters
  Score: Raw -1983801.465322 + Penalty 4738.678958 = -1979062.786364
  nChanged 6
		SP:Iteration 71Q (6763.770000 sec): 3 clusters
  Score: Raw -1983803.098434 + Penalty 4738.678958 = -1979064.419476
  nChanged 6
		SP:Iteration 72Q (6763.810000 sec): 3 clusters
  Score: Raw -1983805.149251 + Penalty 4738.678958 = -1979066.470293
  nChanged 5
		SP:Iteration 73Q (6763.850000 sec): 3 clusters
  Score: Raw -1983806.112413 + Penalty 4738.678958 = -1979067.433454
  nChanged 4
		SP:Iteration 74Q (6763.890000 sec): 3 clusters
  Score: Raw -1983807.588016 + Penalty 4738.678958 = -1979068.909057
  nChanged 11
		SP:Iteration 75Q (6763.930000 sec): 3 clusters
  Score: Raw -1983810.353236 + Penalty 4738.678958 = -1979071.674278
  nChanged 9
		SP:Iteration 76Q (6763.970000 sec): 3 clusters
  Score: Raw -1983812.719609 + Penalty 4738.678958 = -1979074.040650
  nChanged 5
		SP:Iteration 77Q (6764.010000 sec): 3 clusters
  Score: Raw -1983813.713800 + Penalty 4738.678958 = -1979075.034841
  nChanged 4
		SP:Iteration 78Q (6764.050000 sec): 3 clusters
  Score: Raw -1983814.526651 + Penalty 4738.678958 = -1979075.847693
  nChanged 3
		SP:Iteration 79Q (6764.090000 sec): 3 clusters
  Score: Raw -1983815.593691 + Penalty 4738.678958 = -1979076.914733
  nChanged 3
		SP:Iteration 80F (6764.140000 sec): 3 clusters
  Score: Raw -1983816.333897 + Penalty 4738.678958 = -1979077.654938
  nChanged 3
		SP:Iteration 81Q (6764.180000 sec): 3 clusters
  Score: Raw -1983816.848700 + Penalty 4738.678958 = -1979078.169742
  nChanged 3
		SP:Iteration 82Q (6764.220000 sec): 3 clusters
  Score: Raw -1983817.878589 + Penalty 4738.678958 = -1979079.199631
  nChanged 3
		SP:Iteration 83Q (6764.260000 sec): 3 clusters
  Score: Raw -1983819.336060 + Penalty 4738.678958 = -1979080.657101
  nChanged 8
		SP:Iteration 84Q (6764.300000 sec): 3 clusters
  Score: Raw -1983821.239214 + Penalty 4738.678958 = -1979082.560256
  nChanged 4
		SP:Iteration 85Q (6764.340000 sec): 3 clusters
  Score: Raw -1983822.140654 + Penalty 4738.678958 = -1979083.461696
  nChanged 2
		SP:Iteration 86Q (6764.380000 sec): 3 clusters
  Score: Raw -1983822.899260 + Penalty 4738.678958 = -1979084.220301
  nChanged 1
		SP:Iteration 87Q (6764.410000 sec): 3 clusters
  Score: Raw -1983823.119910 + Penalty 4738.678958 = -1979084.440952
  nChanged 2
		SP:Iteration 88Q (6764.450000 sec): 3 clusters
  Score: Raw -1983823.602274 + Penalty 4738.678958 = -1979084.923316
  nChanged 2
		SP:Iteration 89Q (6764.490000 sec): 3 clusters
  Score: Raw -1983824.264251 + Penalty 4738.678958 = -1979085.585293
  nChanged 1
		SP:Iteration 90Q (6764.530000 sec): 3 clusters
  Score: Raw -1983824.532215 + Penalty 4738.678958 = -1979085.853257
  nChanged 0
		SP:Iteration 91F (6764.580000 sec): 3 clusters
  Score: Raw -1983824.532215 + Penalty 4738.678958 = -1979085.853257
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6764.590000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6764.590000 sec): 3 clusters
  Score: Raw -73220.538390 + Penalty 3074.445443 = -70146.092947
  nChanged 94
		SP:Iteration 1F (6764.590000 sec): 3 clusters
  Score: Raw -73398.209333 + Penalty 3074.445443 = -70323.763890
  nChanged 16
		SP:Iteration 2Q (6764.590000 sec): 3 clusters
  Score: Raw -73433.573290 + Penalty 3074.445443 = -70359.127847
  nChanged 9
		SP:Iteration 3Q (6764.590000 sec): 3 clusters
  Score: Raw -73452.700182 + Penalty 3074.445443 = -70378.254738
  nChanged 6
		SP:Iteration 4Q (6764.600000 sec): 3 clusters
  Score: Raw -73465.057632 + Penalty 3074.445443 = -70390.612188
  nChanged 3
		SP:Iteration 5Q (6764.600000 sec): 3 clusters
  Score: Raw -73471.103968 + Penalty 3074.445443 = -70396.658525
  nChanged 3
		SP:Iteration 6Q (6764.600000 sec): 3 clusters
  Score: Raw -73479.319009 + Penalty 3074.445443 = -70404.873566
  nChanged 5
		SP:Iteration 7Q (6764.600000 sec): 3 clusters
  Score: Raw -73490.209662 + Penalty 3074.445443 = -70415.764218
  nChanged 1
		SP:Iteration 8Q (6764.610000 sec): 3 clusters
  Score: Raw -73496.393007 + Penalty 3074.445443 = -70421.947564
  nChanged 2
		SP:Iteration 9Q (6764.610000 sec): 3 clusters
  Score: Raw -73503.490026 + Penalty 3074.445443 = -70429.044583
  nChanged 0
		SP:Iteration 10F (6764.610000 sec): 3 clusters
  Score: Raw -73503.490026 + Penalty 3074.445443 = -70429.044583
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6764.620000 sec): 2 clusters
  Score: Raw -311484.322142 + Penalty 1906.964035 = -309577.358108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6764.630000 sec): 3 clusters
  Score: Raw -310656.079511 + Penalty 3813.928069 = -306842.151442
  nChanged 729
		SP:Iteration 1F (6764.630000 sec): 3 clusters
  Score: Raw -311152.170677 + Penalty 3813.928069 = -307338.242607
  nChanged 157
		SP:Iteration 2F (6764.640000 sec): 3 clusters
  Score: Raw -311282.449021 + Penalty 3813.928069 = -307468.520951
  nChanged 90
		SP:Iteration 3Q (6764.650000 sec): 3 clusters
  Score: Raw -311352.359907 + Penalty 3813.928069 = -307538.431837
  nChanged 49
		SP:Iteration 4Q (6764.660000 sec): 3 clusters
  Score: Raw -311386.187671 + Penalty 3813.928069 = -307572.259601
  nChanged 38
		SP:Iteration 5Q (6764.670000 sec): 3 clusters
  Score: Raw -311416.475118 + Penalty 3813.928069 = -307602.547049
  nChanged 40
		SP:Iteration 6Q (6764.670000 sec): 3 clusters
  Score: Raw -311449.097980 + Penalty 3813.928069 = -307635.169911
  nChanged 46
		SP:Iteration 7Q (6764.680000 sec): 3 clusters
  Score: Raw -311482.686790 + Penalty 3813.928069 = -307668.758720
  nChanged 38
		SP:Iteration 8Q (6764.690000 sec): 3 clusters
  Score: Raw -311510.348326 + Penalty 3813.928069 = -307696.420257
  nChanged 30
		SP:Iteration 9Q (6764.690000 sec): 3 clusters
  Score: Raw -311527.279289 + Penalty 3813.928069 = -307713.351220
  nChanged 19
		SP:Iteration 10Q (6764.700000 sec): 3 clusters
  Score: Raw -311539.333893 + Penalty 3813.928069 = -307725.405824
  nChanged 16
		SP:Iteration 11Q (6764.710000 sec): 3 clusters
  Score: Raw -311550.052665 + Penalty 3813.928069 = -307736.124595
  nChanged 16
		SP:Iteration 12Q (6764.720000 sec): 3 clusters
  Score: Raw -311560.105076 + Penalty 3813.928069 = -307746.177007
  nChanged 16
		SP:Iteration 13Q (6764.730000 sec): 3 clusters
  Score: Raw -311571.840056 + Penalty 3813.928069 = -307757.911986
  nChanged 16
		SP:Iteration 14Q (6764.730000 sec): 3 clusters
  Score: Raw -311581.227877 + Penalty 3813.928069 = -307767.299808
  nChanged 16
		SP:Iteration 15Q (6764.740000 sec): 3 clusters
  Score: Raw -311594.268059 + Penalty 3813.928069 = -307780.339989
  nChanged 22
		SP:Iteration 16Q (6764.750000 sec): 3 clusters
  Score: Raw -311607.377571 + Penalty 3813.928069 = -307793.449502
  nChanged 10
		SP:Iteration 17Q (6764.760000 sec): 3 clusters
  Score: Raw -311613.773229 + Penalty 3813.928069 = -307799.845160
  nChanged 15
		SP:Iteration 18Q (6764.770000 sec): 3 clusters
  Score: Raw -311623.642926 + Penalty 3813.928069 = -307809.714857
  nChanged 16
		SP:Iteration 19Q (6764.770000 sec): 3 clusters
  Score: Raw -311636.161707 + Penalty 3813.928069 = -307822.233638
  nChanged 13
		SP:Iteration 20F (6764.780000 sec): 3 clusters
  Score: Raw -311644.679850 + Penalty 3813.928069 = -307830.751781
  nChanged 3
		SP:Iteration 21Q (6764.790000 sec): 3 clusters
  Score: Raw -311646.477813 + Penalty 3813.928069 = -307832.549743
  nChanged 6
		SP:Iteration 22Q (6764.790000 sec): 3 clusters
  Score: Raw -311650.546971 + Penalty 3813.928069 = -307836.618902
  nChanged 6
		SP:Iteration 23Q (6764.800000 sec): 3 clusters
  Score: Raw -311654.534708 + Penalty 3813.928069 = -307840.606638
  nChanged 4
		SP:Iteration 24Q (6764.810000 sec): 3 clusters
  Score: Raw -311657.026282 + Penalty 3813.928069 = -307843.098213
  nChanged 6
		SP:Iteration 25Q (6764.820000 sec): 3 clusters
  Score: Raw -311660.232410 + Penalty 3813.928069 = -307846.304341
  nChanged 5
		SP:Iteration 26Q (6764.830000 sec): 3 clusters
  Score: Raw -311662.937879 + Penalty 3813.928069 = -307849.009809
  nChanged 2
		SP:Iteration 27Q (6764.830000 sec): 3 clusters
  Score: Raw -311664.278468 + Penalty 3813.928069 = -307850.350398
  nChanged 5
		SP:Iteration 28Q (6764.840000 sec): 3 clusters
  Score: Raw -311666.793381 + Penalty 3813.928069 = -307852.865312
  nChanged 8
		SP:Iteration 29Q (6764.850000 sec): 3 clusters
  Score: Raw -311672.665738 + Penalty 3813.928069 = -307858.737669
  nChanged 5
		SP:Iteration 30Q (6764.860000 sec): 3 clusters
  Score: Raw -311674.894580 + Penalty 3813.928069 = -307860.966511
  nChanged 2
		SP:Iteration 31Q (6764.870000 sec): 3 clusters
  Score: Raw -311676.156869 + Penalty 3813.928069 = -307862.228800
  nChanged 0
		SP:Iteration 32F (6764.870000 sec): 3 clusters
  Score: Raw -311676.156869 + Penalty 3813.928069 = -307862.228800
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31539 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6764.980000 sec): 2 clusters
  Score: Raw -4606417.984295 + Penalty 2569.027078 = -4603848.957217
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6765.090000 sec): 3 clusters
  Score: Raw -4587590.371160 + Penalty 5138.054157 = -4582452.317003
  nChanged 14098
		SP:Iteration 1F (6765.210000 sec): 3 clusters
  Score: Raw -4595363.879552 + Penalty 5138.054157 = -4590225.825396
  nChanged 1411
		SP:Iteration 2Q (6765.330000 sec): 3 clusters
  Score: Raw -4595827.538484 + Penalty 5138.054157 = -4590689.484327
  nChanged 1309
		SP:Iteration 3Q (6765.450000 sec): 3 clusters
  Score: Raw -4596333.557085 + Penalty 5138.054157 = -4591195.502928
  nChanged 1351
		SP:Iteration 4Q (6765.560000 sec): 3 clusters
  Score: Raw -4596924.111497 + Penalty 5138.054157 = -4591786.057341
  nChanged 1463
		SP:Iteration 5Q (6765.680000 sec): 3 clusters
  Score: Raw -4597659.004680 + Penalty 5138.054157 = -4592520.950524
  nChanged 1721
		SP:Iteration 6F (6765.800000 sec): 3 clusters
  Score: Raw -4598658.604662 + Penalty 5138.054157 = -4593520.550505
  nChanged 1936
		SP:Iteration 7F (6765.910000 sec): 3 clusters
  Score: Raw -4599884.037374 + Penalty 5138.054157 = -4594745.983218
  nChanged 2051
		SP:Iteration 8F (6766.030000 sec): 3 clusters
  Score: Raw -4601237.724275 + Penalty 5138.054157 = -4596099.670119
  nChanged 1912
		SP:Iteration 9F (6766.140000 sec): 3 clusters
  Score: Raw -4602587.704283 + Penalty 5138.054157 = -4597449.650126
  nChanged 1646
		SP:Iteration 10F (6766.260000 sec): 3 clusters
  Score: Raw -4603854.163953 + Penalty 5138.054157 = -4598716.109796
  nChanged 1323
		SP:Iteration 11Q (6766.370000 sec): 3 clusters
  Score: Raw -4605158.191847 + Penalty 5138.054157 = -4600020.137691
  nChanged 885
		SP:Iteration 12Q (6766.490000 sec): 3 clusters
  Score: Raw -4606382.740501 + Penalty 5138.054157 = -4601244.686344
  nChanged 538
		SP:Iteration 13Q (6766.590000 sec): 3 clusters
  Score: Raw -4606837.420543 + Penalty 5138.054157 = -4601699.366387
  nChanged 360
		SP:Iteration 14Q (6766.690000 sec): 3 clusters
  Score: Raw -4607003.169028 + Penalty 5138.054157 = -4601865.114871
  nChanged 274
		SP:Iteration 15Q (6766.790000 sec): 3 clusters
  Score: Raw -4607112.150044 + Penalty 5138.054157 = -4601974.095887
  nChanged 218
		SP:Iteration 16Q (6766.880000 sec): 3 clusters
  Score: Raw -4607187.452241 + Penalty 5138.054157 = -4602049.398084
  nChanged 184
		SP:Iteration 17Q (6766.970000 sec): 3 clusters
  Score: Raw -4607247.888041 + Penalty 5138.054157 = -4602109.833884
  nChanged 156
		SP:Iteration 18Q (6767.070000 sec): 3 clusters
  Score: Raw -4607290.300086 + Penalty 5138.054157 = -4602152.245930
  nChanged 104
		SP:Iteration 19Q (6767.160000 sec): 3 clusters
  Score: Raw -4607315.187813 + Penalty 5138.054157 = -4602177.133656
  nChanged 99
		SP:Iteration 20F (6767.280000 sec): 3 clusters
  Score: Raw -4607338.237510 + Penalty 5138.054157 = -4602200.183353
  nChanged 74
		SP:Iteration 21Q (6767.370000 sec): 3 clusters
  Score: Raw -4607354.436363 + Penalty 5138.054157 = -4602216.382206
  nChanged 58
		SP:Iteration 22Q (6767.460000 sec): 3 clusters
  Score: Raw -4607365.993024 + Penalty 5138.054157 = -4602227.938868
  nChanged 55
		SP:Iteration 23Q (6767.550000 sec): 3 clusters
  Score: Raw -4607374.975525 + Penalty 5138.054157 = -4602236.921368
  nChanged 42
		SP:Iteration 24Q (6767.640000 sec): 3 clusters
  Score: Raw -4607381.870250 + Penalty 5138.054157 = -4602243.816093
  nChanged 33
		SP:Iteration 25Q (6767.730000 sec): 3 clusters
  Score: Raw -4607389.149444 + Penalty 5138.054157 = -4602251.095287
  nChanged 31
		SP:Iteration 26Q (6767.820000 sec): 3 clusters
  Score: Raw -4607394.848824 + Penalty 5138.054157 = -4602256.794668
  nChanged 27
		SP:Iteration 27Q (6767.910000 sec): 3 clusters
  Score: Raw -4607399.308017 + Penalty 5138.054157 = -4602261.253860
  nChanged 17
		SP:Iteration 28Q (6768.000000 sec): 3 clusters
  Score: Raw -4607401.798075 + Penalty 5138.054157 = -4602263.743919
  nChanged 15
		SP:Iteration 29Q (6768.090000 sec): 3 clusters
  Score: Raw -4607404.225232 + Penalty 5138.054157 = -4602266.171075
  nChanged 12
		SP:Iteration 30Q (6768.180000 sec): 3 clusters
  Score: Raw -4607406.014037 + Penalty 5138.054157 = -4602267.959880
  nChanged 7
		SP:Iteration 31Q (6768.270000 sec): 3 clusters
  Score: Raw -4607406.965871 + Penalty 5138.054157 = -4602268.911714
  nChanged 9
		SP:Iteration 32Q (6768.360000 sec): 3 clusters
  Score: Raw -4607407.838189 + Penalty 5138.054157 = -4602269.784032
  nChanged 8
		SP:Iteration 33Q (6768.450000 sec): 3 clusters
  Score: Raw -4607408.818829 + Penalty 5138.054157 = -4602270.764672
  nChanged 7
		SP:Iteration 34Q (6768.540000 sec): 3 clusters
  Score: Raw -4607409.676586 + Penalty 5138.054157 = -4602271.622430
  nChanged 9
		SP:Iteration 35Q (6768.630000 sec): 3 clusters
  Score: Raw -4607410.903662 + Penalty 5138.054157 = -4602272.849506
  nChanged 11
		SP:Iteration 36Q (6768.720000 sec): 3 clusters
  Score: Raw -4607412.538161 + Penalty 5138.054157 = -4602274.484005
  nChanged 10
		SP:Iteration 37Q (6768.810000 sec): 3 clusters
  Score: Raw -4607414.168224 + Penalty 5138.054157 = -4602276.114068
  nChanged 9
		SP:Iteration 38Q (6768.900000 sec): 3 clusters
  Score: Raw -4607415.252869 + Penalty 5138.054157 = -4602277.198712
  nChanged 12
		SP:Iteration 39Q (6768.990000 sec): 3 clusters
  Score: Raw -4607416.932157 + Penalty 5138.054157 = -4602278.878001
  nChanged 16
		SP:Iteration 40F (6769.110000 sec): 3 clusters
  Score: Raw -4607419.842734 + Penalty 5138.054157 = -4602281.788578
  nChanged 17
		SP:Iteration 41Q (6769.190000 sec): 3 clusters
  Score: Raw -4607422.132167 + Penalty 5138.054157 = -4602284.078010
  nChanged 10
		SP:Iteration 42Q (6769.290000 sec): 3 clusters
  Score: Raw -4607424.057435 + Penalty 5138.054157 = -4602286.003279
  nChanged 15
		SP:Iteration 43Q (6769.370000 sec): 3 clusters
  Score: Raw -4607427.088275 + Penalty 5138.054157 = -4602289.034118
  nChanged 14
		SP:Iteration 44Q (6769.470000 sec): 3 clusters
  Score: Raw -4607429.173567 + Penalty 5138.054157 = -4602291.119411
  nChanged 10
		SP:Iteration 45Q (6769.550000 sec): 3 clusters
  Score: Raw -4607430.833956 + Penalty 5138.054157 = -4602292.779800
  nChanged 15
		SP:Iteration 46Q (6769.640000 sec): 3 clusters
  Score: Raw -4607434.538720 + Penalty 5138.054157 = -4602296.484563
  nChanged 17
		SP:Iteration 47Q (6769.730000 sec): 3 clusters
  Score: Raw -4607436.762801 + Penalty 5138.054157 = -4602298.708645
  nChanged 9
		SP:Iteration 48Q (6769.820000 sec): 3 clusters
  Score: Raw -4607438.246787 + Penalty 5138.054157 = -4602300.192630
  nChanged 8
		SP:Iteration 49Q (6769.910000 sec): 3 clusters
  Score: Raw -4607439.453876 + Penalty 5138.054157 = -4602301.399719
  nChanged 4
		SP:Iteration 50Q (6770.000000 sec): 3 clusters
  Score: Raw -4607440.090868 + Penalty 5138.054157 = -4602302.036712
  nChanged 6
		SP:Iteration 51Q (6770.090000 sec): 3 clusters
  Score: Raw -4607441.033397 + Penalty 5138.054157 = -4602302.979240
  nChanged 4
		SP:Iteration 52Q (6770.170000 sec): 3 clusters
  Score: Raw -4607441.527089 + Penalty 5138.054157 = -4602303.472933
  nChanged 3
		SP:Iteration 53Q (6770.270000 sec): 3 clusters
  Score: Raw -4607441.922142 + Penalty 5138.054157 = -4602303.867985
  nChanged 1
		SP:Iteration 54Q (6770.350000 sec): 3 clusters
  Score: Raw -4607442.081400 + Penalty 5138.054157 = -4602304.027243
  nChanged 0
		SP:Iteration 55F (6770.470000 sec): 3 clusters
  Score: Raw -4607442.081400 + Penalty 5138.054157 = -4602304.027243
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6770.790000 sec): 2 clusters
  Score: Raw -14358616.355029 + Penalty 2852.078443 = -14355764.276586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6771.150000 sec): 3 clusters
  Score: Raw -14295472.971536 + Penalty 5704.156886 = -14289768.814650
  nChanged 46427
		SP:Iteration 1F (6771.520000 sec): 3 clusters
  Score: Raw -14321884.346806 + Penalty 5704.156886 = -14316180.189920
  nChanged 3452
		SP:Iteration 2Q (6771.890000 sec): 3 clusters
  Score: Raw -14322739.852288 + Penalty 5704.156886 = -14317035.695402
  nChanged 3532
		SP:Iteration 3Q (6772.260000 sec): 3 clusters
  Score: Raw -14323664.137365 + Penalty 5704.156886 = -14317959.980479
  nChanged 3579
		SP:Iteration 4Q (6772.630000 sec): 3 clusters
  Score: Raw -14324686.748479 + Penalty 5704.156886 = -14318982.591592
  nChanged 3680
		SP:Iteration 5Q (6773.000000 sec): 3 clusters
  Score: Raw -14325851.607825 + Penalty 5704.156886 = -14320147.450939
  nChanged 4024
		SP:Iteration 6Q (6773.370000 sec): 3 clusters
  Score: Raw -14327262.255917 + Penalty 5704.156886 = -14321558.099031
  nChanged 4326
		SP:Iteration 7Q (6773.740000 sec): 3 clusters
  Score: Raw -14328887.630766 + Penalty 5704.156886 = -14323183.473880
  nChanged 4459
		SP:Iteration 8Q (6774.110000 sec): 3 clusters
  Score: Raw -14330795.652643 + Penalty 5704.156886 = -14325091.495757
  nChanged 4876
		SP:Iteration 9Q (6774.490000 sec): 3 clusters
  Score: Raw -14333245.055961 + Penalty 5704.156886 = -14327540.899074
  nChanged 5140
		SP:Iteration 10F (6774.850000 sec): 3 clusters
  Score: Raw -14336231.211757 + Penalty 5704.156886 = -14330527.054871
  nChanged 5096
		SP:Iteration 11F (6775.210000 sec): 3 clusters
  Score: Raw -14339544.254035 + Penalty 5704.156886 = -14333840.097149
  nChanged 4860
		SP:Iteration 12Q (6775.580000 sec): 3 clusters
  Score: Raw -14342983.032775 + Penalty 5704.156886 = -14337278.875889
  nChanged 4136
		SP:Iteration 13Q (6775.950000 sec): 3 clusters
  Score: Raw -14345903.263697 + Penalty 5704.156886 = -14340199.106811
  nChanged 3458
		SP:Iteration 14Q (6776.300000 sec): 3 clusters
  Score: Raw -14348125.627640 + Penalty 5704.156886 = -14342421.470754
  nChanged 2897
		SP:Iteration 15Q (6776.640000 sec): 3 clusters
  Score: Raw -14349819.038045 + Penalty 5704.156886 = -14344114.881159
  nChanged 2455
		SP:Iteration 16Q (6776.970000 sec): 3 clusters
  Score: Raw -14351181.775798 + Penalty 5704.156886 = -14345477.618912
  nChanged 2192
		SP:Iteration 17Q (6777.290000 sec): 3 clusters
  Score: Raw -14352399.817738 + Penalty 5704.156886 = -14346695.660852
  nChanged 2086
		SP:Iteration 18Q (6777.600000 sec): 3 clusters
  Score: Raw -14353570.896360 + Penalty 5704.156886 = -14347866.739474
  nChanged 1815
		SP:Iteration 19Q (6777.900000 sec): 3 clusters
  Score: Raw -14354594.898660 + Penalty 5704.156886 = -14348890.741774
  nChanged 1674
		SP:Iteration 20F (6778.260000 sec): 3 clusters
  Score: Raw -14355564.034719 + Penalty 5704.156886 = -14349859.877832
  nChanged 1413
		SP:Iteration 21Q (6778.550000 sec): 3 clusters
  Score: Raw -14356403.307844 + Penalty 5704.156886 = -14350699.150958
  nChanged 1161
		SP:Iteration 22Q (6778.830000 sec): 3 clusters
  Score: Raw -14357103.332793 + Penalty 5704.156886 = -14351399.175907
  nChanged 938
		SP:Iteration 23Q (6779.110000 sec): 3 clusters
  Score: Raw -14357672.320468 + Penalty 5704.156886 = -14351968.163582
  nChanged 746
		SP:Iteration 24Q (6779.380000 sec): 3 clusters
  Score: Raw -14358128.046689 + Penalty 5704.156886 = -14352423.889803
  nChanged 563
		SP:Iteration 25Q (6779.650000 sec): 3 clusters
  Score: Raw -14358457.613295 + Penalty 5704.156886 = -14352753.456409
  nChanged 407
		SP:Iteration 26Q (6779.910000 sec): 3 clusters
  Score: Raw -14358688.118802 + Penalty 5704.156886 = -14352983.961916
  nChanged 269
		SP:Iteration 27Q (6780.170000 sec): 3 clusters
  Score: Raw -14358844.570119 + Penalty 5704.156886 = -14353140.413233
  nChanged 210
		SP:Iteration 28Q (6780.430000 sec): 3 clusters
  Score: Raw -14358959.672029 + Penalty 5704.156886 = -14353255.515143
  nChanged 141
		SP:Iteration 29Q (6780.690000 sec): 3 clusters
  Score: Raw -14359025.881543 + Penalty 5704.156886 = -14353321.724657
  nChanged 83
		SP:Iteration 30Q (6780.950000 sec): 3 clusters
  Score: Raw -14359064.814822 + Penalty 5704.156886 = -14353360.657936
  nChanged 66
		SP:Iteration 31Q (6781.210000 sec): 3 clusters
  Score: Raw -14359094.144037 + Penalty 5704.156886 = -14353389.987151
  nChanged 54
		SP:Iteration 32Q (6781.460000 sec): 3 clusters
  Score: Raw -14359127.129109 + Penalty 5704.156886 = -14353422.972223
  nChanged 49
		SP:Iteration 33Q (6781.710000 sec): 3 clusters
  Score: Raw -14359156.471294 + Penalty 5704.156886 = -14353452.314408
  nChanged 40
		SP:Iteration 34Q (6781.970000 sec): 3 clusters
  Score: Raw -14359175.880289 + Penalty 5704.156886 = -14353471.723403
  nChanged 34
		SP:Iteration 35Q (6782.220000 sec): 3 clusters
  Score: Raw -14359190.917102 + Penalty 5704.156886 = -14353486.760216
  nChanged 19
		SP:Iteration 36Q (6782.480000 sec): 3 clusters
  Score: Raw -14359200.068923 + Penalty 5704.156886 = -14353495.912037
  nChanged 18
		SP:Iteration 37Q (6782.730000 sec): 3 clusters
  Score: Raw -14359208.299898 + Penalty 5704.156886 = -14353504.143012
  nChanged 23
		SP:Iteration 38Q (6782.990000 sec): 3 clusters
  Score: Raw -14359218.569811 + Penalty 5704.156886 = -14353514.412925
  nChanged 17
		SP:Iteration 39Q (6783.240000 sec): 3 clusters
  Score: Raw -14359228.485401 + Penalty 5704.156886 = -14353524.328515
  nChanged 13
		SP:Iteration 40F (6783.590000 sec): 3 clusters
  Score: Raw -14359235.043760 + Penalty 5704.156886 = -14353530.886874
  nChanged 10
		SP:Iteration 41Q (6783.850000 sec): 3 clusters
  Score: Raw -14359239.962116 + Penalty 5704.156886 = -14353535.805230
  nChanged 7
		SP:Iteration 42Q (6784.100000 sec): 3 clusters
  Score: Raw -14359243.678200 + Penalty 5704.156886 = -14353539.521314
  nChanged 6
		SP:Iteration 43Q (6784.360000 sec): 3 clusters
  Score: Raw -14359246.560637 + Penalty 5704.156886 = -14353542.403751
  nChanged 4
		SP:Iteration 44Q (6784.610000 sec): 3 clusters
  Score: Raw -14359247.693260 + Penalty 5704.156886 = -14353543.536374
  nChanged 1
		SP:Iteration 45Q (6784.870000 sec): 3 clusters
  Score: Raw -14359247.858152 + Penalty 5704.156886 = -14353543.701266
  nChanged 0
		SP:Iteration 46F (6785.220000 sec): 3 clusters
  Score: Raw -14359247.858152 + Penalty 5704.156886 = -14353543.701266
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6785.350000 sec): 2 clusters
  Score: Raw -5603362.844415 + Penalty 2602.846611 = -5600759.997804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6785.490000 sec): 3 clusters
  Score: Raw -5581297.617493 + Penalty 5205.693221 = -5576091.924271
  nChanged 16528
		SP:Iteration 1F (6785.620000 sec): 3 clusters
  Score: Raw -5590261.423605 + Penalty 5205.693221 = -5585055.730384
  nChanged 1580
		SP:Iteration 2Q (6785.750000 sec): 3 clusters
  Score: Raw -5590739.403586 + Penalty 5205.693221 = -5585533.710365
  nChanged 1428
		SP:Iteration 3Q (6785.890000 sec): 3 clusters
  Score: Raw -5591179.747081 + Penalty 5205.693221 = -5585974.053860
  nChanged 1366
		SP:Iteration 4Q (6786.020000 sec): 3 clusters
  Score: Raw -5591576.775893 + Penalty 5205.693221 = -5586371.082672
  nChanged 1337
		SP:Iteration 5Q (6786.160000 sec): 3 clusters
  Score: Raw -5591990.059296 + Penalty 5205.693221 = -5586784.366075
  nChanged 1253
		SP:Iteration 6Q (6786.290000 sec): 3 clusters
  Score: Raw -5592385.598713 + Penalty 5205.693221 = -5587179.905492
  nChanged 1285
		SP:Iteration 7Q (6786.430000 sec): 3 clusters
  Score: Raw -5592804.129250 + Penalty 5205.693221 = -5587598.436028
  nChanged 1317
		SP:Iteration 8Q (6786.560000 sec): 3 clusters
  Score: Raw -5593302.638534 + Penalty 5205.693221 = -5588096.945313
  nChanged 1397
		SP:Iteration 9Q (6786.690000 sec): 3 clusters
  Score: Raw -5593956.151942 + Penalty 5205.693221 = -5588750.458721
  nChanged 1585
		SP:Iteration 10Q (6786.830000 sec): 3 clusters
  Score: Raw -5594776.723531 + Penalty 5205.693221 = -5589571.030310
  nChanged 1683
		SP:Iteration 11Q (6786.960000 sec): 3 clusters
  Score: Raw -5595792.112776 + Penalty 5205.693221 = -5590586.419555
  nChanged 1714
		SP:Iteration 12Q (6787.100000 sec): 3 clusters
  Score: Raw -5596950.799350 + Penalty 5205.693221 = -5591745.106129
  nChanged 1603
		SP:Iteration 13Q (6787.230000 sec): 3 clusters
  Score: Raw -5598009.950567 + Penalty 5205.693221 = -5592804.257346
  nChanged 1378
		SP:Iteration 14Q (6787.360000 sec): 3 clusters
  Score: Raw -5598815.761266 + Penalty 5205.693221 = -5593610.068045
  nChanged 1026
		SP:Iteration 15Q (6787.490000 sec): 3 clusters
  Score: Raw -5599357.897946 + Penalty 5205.693221 = -5594152.204724
  nChanged 850
		SP:Iteration 16Q (6787.610000 sec): 3 clusters
  Score: Raw -5599779.437576 + Penalty 5205.693221 = -5594573.744354
  nChanged 736
		SP:Iteration 17Q (6787.730000 sec): 3 clusters
  Score: Raw -5600122.485446 + Penalty 5205.693221 = -5594916.792225
  nChanged 673
		SP:Iteration 18Q (6787.840000 sec): 3 clusters
  Score: Raw -5600432.204287 + Penalty 5205.693221 = -5595226.511066
  nChanged 626
		SP:Iteration 19Q (6787.960000 sec): 3 clusters
  Score: Raw -5600723.390649 + Penalty 5205.693221 = -5595517.697428
  nChanged 611
		SP:Iteration 20F (6788.090000 sec): 3 clusters
  Score: Raw -5601001.419466 + Penalty 5205.693221 = -5595795.726244
  nChanged 529
		SP:Iteration 21Q (6788.190000 sec): 3 clusters
  Score: Raw -5601242.392955 + Penalty 5205.693221 = -5596036.699734
  nChanged 528
		SP:Iteration 22Q (6788.310000 sec): 3 clusters
  Score: Raw -5601502.700330 + Penalty 5205.693221 = -5596297.007109
  nChanged 500
		SP:Iteration 23Q (6788.410000 sec): 3 clusters
  Score: Raw -5601772.857242 + Penalty 5205.693221 = -5596567.164021
  nChanged 483
		SP:Iteration 24Q (6788.520000 sec): 3 clusters
  Score: Raw -5602054.380094 + Penalty 5205.693221 = -5596848.686873
  nChanged 482
		SP:Iteration 25Q (6788.620000 sec): 3 clusters
  Score: Raw -5602351.352170 + Penalty 5205.693221 = -5597145.658948
  nChanged 412
		SP:Iteration 26Q (6788.720000 sec): 3 clusters
  Score: Raw -5602624.573569 + Penalty 5205.693221 = -5597418.880348
  nChanged 365
		SP:Iteration 27Q (6788.820000 sec): 3 clusters
  Score: Raw -5602874.819032 + Penalty 5205.693221 = -5597669.125810
  nChanged 298
		SP:Iteration 28Q (6788.920000 sec): 3 clusters
  Score: Raw -5603075.182230 + Penalty 5205.693221 = -5597869.489009
  nChanged 240
		SP:Iteration 29Q (6789.020000 sec): 3 clusters
  Score: Raw -5603245.789249 + Penalty 5205.693221 = -5598040.096028
  nChanged 167
		SP:Iteration 30Q (6789.110000 sec): 3 clusters
  Score: Raw -5603353.359275 + Penalty 5205.693221 = -5598147.666054
  nChanged 118
		SP:Iteration 31Q (6789.210000 sec): 3 clusters
  Score: Raw -5603434.327403 + Penalty 5205.693221 = -5598228.634182
  nChanged 73
		SP:Iteration 32Q (6789.300000 sec): 3 clusters
  Score: Raw -5603477.765710 + Penalty 5205.693221 = -5598272.072489
  nChanged 57
		SP:Iteration 33Q (6789.400000 sec): 3 clusters
  Score: Raw -5603521.353498 + Penalty 5205.693221 = -5598315.660276
  nChanged 49
		SP:Iteration 34Q (6789.490000 sec): 3 clusters
  Score: Raw -5603565.220219 + Penalty 5205.693221 = -5598359.526997
  nChanged 27
		SP:Iteration 35Q (6789.590000 sec): 3 clusters
  Score: Raw -5603585.116348 + Penalty 5205.693221 = -5598379.423127
  nChanged 25
		SP:Iteration 36Q (6789.680000 sec): 3 clusters
  Score: Raw -5603606.136716 + Penalty 5205.693221 = -5598400.443495
  nChanged 28
		SP:Iteration 37Q (6789.770000 sec): 3 clusters
  Score: Raw -5603626.764386 + Penalty 5205.693221 = -5598421.071164
  nChanged 24
		SP:Iteration 38Q (6789.860000 sec): 3 clusters
  Score: Raw -5603645.093397 + Penalty 5205.693221 = -5598439.400176
  nChanged 14
		SP:Iteration 39Q (6789.950000 sec): 3 clusters
  Score: Raw -5603655.424558 + Penalty 5205.693221 = -5598449.731337
  nChanged 11
		SP:Iteration 40F (6790.080000 sec): 3 clusters
  Score: Raw -5603663.521202 + Penalty 5205.693221 = -5598457.827980
  nChanged 10
		SP:Iteration 41Q (6790.170000 sec): 3 clusters
  Score: Raw -5603671.232691 + Penalty 5205.693221 = -5598465.539470
  nChanged 10
		SP:Iteration 42Q (6790.270000 sec): 3 clusters
  Score: Raw -5603681.057557 + Penalty 5205.693221 = -5598475.364336
  nChanged 11
		SP:Iteration 43Q (6790.360000 sec): 3 clusters
  Score: Raw -5603690.655830 + Penalty 5205.693221 = -5598484.962609
  nChanged 8
		SP:Iteration 44Q (6790.450000 sec): 3 clusters
  Score: Raw -5603696.637420 + Penalty 5205.693221 = -5598490.944199
  nChanged 6
		SP:Iteration 45Q (6790.540000 sec): 3 clusters
  Score: Raw -5603701.242786 + Penalty 5205.693221 = -5598495.549565
  nChanged 2
		SP:Iteration 46Q (6790.630000 sec): 3 clusters
  Score: Raw -5603702.274572 + Penalty 5205.693221 = -5598496.581351
  nChanged 1
		SP:Iteration 47Q (6790.730000 sec): 3 clusters
  Score: Raw -5603703.495009 + Penalty 5205.693221 = -5598497.801788
  nChanged 4
		SP:Iteration 48Q (6790.810000 sec): 3 clusters
  Score: Raw -5603705.551551 + Penalty 5205.693221 = -5598499.858330
  nChanged 2
		SP:Iteration 49Q (6790.910000 sec): 3 clusters
  Score: Raw -5603706.432166 + Penalty 5205.693221 = -5598500.738945
  nChanged 2
		SP:Iteration 50Q (6791.000000 sec): 3 clusters
  Score: Raw -5603707.007473 + Penalty 5205.693221 = -5598501.314252
  nChanged 1
		SP:Iteration 51Q (6791.090000 sec): 3 clusters
  Score: Raw -5603708.085720 + Penalty 5205.693221 = -5598502.392499
  nChanged 1
		SP:Iteration 52Q (6791.180000 sec): 3 clusters
  Score: Raw -5603709.520490 + Penalty 5205.693221 = -5598503.827268
  nChanged 3
		SP:Iteration 53Q (6791.280000 sec): 3 clusters
  Score: Raw -5603713.782699 + Penalty 5205.693221 = -5598508.089478
  nChanged 1
		SP:Iteration 54Q (6791.370000 sec): 3 clusters
  Score: Raw -5603715.168984 + Penalty 5205.693221 = -5598509.475762
  nChanged 3
		SP:Iteration 55Q (6791.460000 sec): 3 clusters
  Score: Raw -5603717.948836 + Penalty 5205.693221 = -5598512.255615
  nChanged 4
		SP:Iteration 56Q (6791.550000 sec): 3 clusters
  Score: Raw -5603720.438225 + Penalty 5205.693221 = -5598514.745004
  nChanged 3
		SP:Iteration 57Q (6791.640000 sec): 3 clusters
  Score: Raw -5603723.100121 + Penalty 5205.693221 = -5598517.406899
  nChanged 4
		SP:Iteration 58Q (6791.730000 sec): 3 clusters
  Score: Raw -5603726.759819 + Penalty 5205.693221 = -5598521.066597
  nChanged 0
		SP:Iteration 59F (6791.860000 sec): 3 clusters
  Score: Raw -5603726.759819 + Penalty 5205.693221 = -5598521.066597
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6792.180000 sec): 2 clusters
  Score: Raw -14573736.013139 + Penalty 2851.849794 = -14570884.163345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6792.540000 sec): 3 clusters
  Score: Raw -14510673.941417 + Penalty 5703.699588 = -14504970.241829
  nChanged 46704
		SP:Iteration 1F (6792.910000 sec): 3 clusters
  Score: Raw -14536918.501620 + Penalty 5703.699588 = -14531214.802032
  nChanged 2965
		SP:Iteration 2Q (6793.280000 sec): 3 clusters
  Score: Raw -14537530.279475 + Penalty 5703.699588 = -14531826.579887
  nChanged 2919
		SP:Iteration 3Q (6793.660000 sec): 3 clusters
  Score: Raw -14538178.682952 + Penalty 5703.699588 = -14532474.983364
  nChanged 3039
		SP:Iteration 4Q (6794.030000 sec): 3 clusters
  Score: Raw -14538902.554430 + Penalty 5703.699588 = -14533198.854842
  nChanged 3219
		SP:Iteration 5Q (6794.400000 sec): 3 clusters
  Score: Raw -14539798.246654 + Penalty 5703.699588 = -14534094.547066
  nChanged 3708
		SP:Iteration 6Q (6794.770000 sec): 3 clusters
  Score: Raw -14541100.024013 + Penalty 5703.699588 = -14535396.324425
  nChanged 4608
		SP:Iteration 7Q (6795.140000 sec): 3 clusters
  Score: Raw -14543182.199749 + Penalty 5703.699588 = -14537478.500161
  nChanged 5645
		SP:Iteration 8F (6795.510000 sec): 3 clusters
  Score: Raw -14546400.209370 + Penalty 5703.699588 = -14540696.509782
  nChanged 6753
		SP:Iteration 9F (6795.870000 sec): 3 clusters
  Score: Raw -14551107.568297 + Penalty 5703.699588 = -14545403.868709
  nChanged 7327
		SP:Iteration 10F (6796.240000 sec): 3 clusters
  Score: Raw -14556995.512361 + Penalty 5703.699588 = -14551291.812773
  nChanged 6908
		SP:Iteration 11F (6796.600000 sec): 3 clusters
  Score: Raw -14562946.361360 + Penalty 5703.699588 = -14557242.661772
  nChanged 5352
		SP:Iteration 12F (6796.960000 sec): 3 clusters
  Score: Raw -14567653.880872 + Penalty 5703.699588 = -14561950.181284
  nChanged 3507
		SP:Iteration 13Q (6797.300000 sec): 3 clusters
  Score: Raw -14570726.335490 + Penalty 5703.699588 = -14565022.635902
  nChanged 1937
		SP:Iteration 14Q (6797.620000 sec): 3 clusters
  Score: Raw -14572376.495988 + Penalty 5703.699588 = -14566672.796400
  nChanged 1018
		SP:Iteration 15Q (6797.920000 sec): 3 clusters
  Score: Raw -14573177.877190 + Penalty 5703.699588 = -14567474.177602
  nChanged 557
		SP:Iteration 16Q (6798.200000 sec): 3 clusters
  Score: Raw -14573606.500942 + Penalty 5703.699588 = -14567902.801354
  nChanged 336
		SP:Iteration 17Q (6798.470000 sec): 3 clusters
  Score: Raw -14573843.625729 + Penalty 5703.699588 = -14568139.926141
  nChanged 195
		SP:Iteration 18Q (6798.730000 sec): 3 clusters
  Score: Raw -14573953.347122 + Penalty 5703.699588 = -14568249.647534
  nChanged 115
		SP:Iteration 19Q (6798.990000 sec): 3 clusters
  Score: Raw -14574013.709287 + Penalty 5703.699588 = -14568310.009699
  nChanged 72
		SP:Iteration 20F (6799.340000 sec): 3 clusters
  Score: Raw -14574050.251879 + Penalty 5703.699588 = -14568346.552291
  nChanged 49
		SP:Iteration 21Q (6799.600000 sec): 3 clusters
  Score: Raw -14574078.681782 + Penalty 5703.699588 = -14568374.982194
  nChanged 44
		SP:Iteration 22Q (6799.860000 sec): 3 clusters
  Score: Raw -14574106.366953 + Penalty 5703.699588 = -14568402.667365
  nChanged 35
		SP:Iteration 23Q (6800.120000 sec): 3 clusters
  Score: Raw -14574126.768344 + Penalty 5703.699588 = -14568423.068756
  nChanged 25
		SP:Iteration 24Q (6800.370000 sec): 3 clusters
  Score: Raw -14574139.139486 + Penalty 5703.699588 = -14568435.439898
  nChanged 18
		SP:Iteration 25Q (6800.630000 sec): 3 clusters
  Score: Raw -14574150.921222 + Penalty 5703.699588 = -14568447.221634
  nChanged 18
		SP:Iteration 26Q (6800.880000 sec): 3 clusters
  Score: Raw -14574161.661284 + Penalty 5703.699588 = -14568457.961696
  nChanged 20
		SP:Iteration 27Q (6801.140000 sec): 3 clusters
  Score: Raw -14574174.344706 + Penalty 5703.699588 = -14568470.645118
  nChanged 21
		SP:Iteration 28Q (6801.400000 sec): 3 clusters
  Score: Raw -14574186.672396 + Penalty 5703.699588 = -14568482.972808
  nChanged 18
		SP:Iteration 29Q (6801.650000 sec): 3 clusters
  Score: Raw -14574195.866740 + Penalty 5703.699588 = -14568492.167152
  nChanged 9
		SP:Iteration 30Q (6801.900000 sec): 3 clusters
  Score: Raw -14574201.418256 + Penalty 5703.699588 = -14568497.718668
  nChanged 9
		SP:Iteration 31Q (6802.160000 sec): 3 clusters
  Score: Raw -14574206.715338 + Penalty 5703.699588 = -14568503.015750
  nChanged 7
		SP:Iteration 32Q (6802.410000 sec): 3 clusters
  Score: Raw -14574209.670813 + Penalty 5703.699588 = -14568505.971225
  nChanged 4
		SP:Iteration 33Q (6802.660000 sec): 3 clusters
  Score: Raw -14574211.385785 + Penalty 5703.699588 = -14568507.686197
  nChanged 1
		SP:Iteration 34Q (6802.920000 sec): 3 clusters
  Score: Raw -14574211.586340 + Penalty 5703.699588 = -14568507.886752
  nChanged 2
		SP:Iteration 35Q (6803.170000 sec): 3 clusters
  Score: Raw -14574212.553307 + Penalty 5703.699588 = -14568508.853719
  nChanged 7
		SP:Iteration 36Q (6803.420000 sec): 3 clusters
  Score: Raw -14574216.921909 + Penalty 5703.699588 = -14568513.222321
  nChanged 5
		SP:Iteration 37Q (6803.680000 sec): 3 clusters
  Score: Raw -14574220.513047 + Penalty 5703.699588 = -14568516.813459
  nChanged 9
		SP:Iteration 38Q (6803.930000 sec): 3 clusters
  Score: Raw -14574227.506316 + Penalty 5703.699588 = -14568523.806728
  nChanged 7
		SP:Iteration 39Q (6804.180000 sec): 3 clusters
  Score: Raw -14574232.200426 + Penalty 5703.699588 = -14568528.500838
  nChanged 9
		SP:Iteration 40F (6804.540000 sec): 3 clusters
  Score: Raw -14574238.357264 + Penalty 5703.699588 = -14568534.657676
  nChanged 11
		SP:Iteration 41Q (6804.800000 sec): 3 clusters
  Score: Raw -14574244.296649 + Penalty 5703.699588 = -14568540.597060
  nChanged 8
		SP:Iteration 42Q (6805.050000 sec): 3 clusters
  Score: Raw -14574248.601186 + Penalty 5703.699588 = -14568544.901598
  nChanged 5
		SP:Iteration 43Q (6805.300000 sec): 3 clusters
  Score: Raw -14574251.444584 + Penalty 5703.699588 = -14568547.744996
  nChanged 4
		SP:Iteration 44Q (6805.560000 sec): 3 clusters
  Score: Raw -14574252.981459 + Penalty 5703.699588 = -14568549.281870
  nChanged 3
		SP:Iteration 45Q (6805.810000 sec): 3 clusters
  Score: Raw -14574254.611907 + Penalty 5703.699588 = -14568550.912318
  nChanged 2
		SP:Iteration 46Q (6806.060000 sec): 3 clusters
  Score: Raw -14574255.415946 + Penalty 5703.699588 = -14568551.716358
  nChanged 0
		SP:Iteration 47F (6806.420000 sec): 3 clusters
  Score: Raw -14574255.415946 + Penalty 5703.699588 = -14568551.716358
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6806.460000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6806.460000 sec): 3 clusters
  Score: Raw -22194.248719 + Penalty 2547.356025 = -19646.892694
  nChanged 11
		SP:Iteration 1F (6806.460000 sec): 3 clusters
  Score: Raw -22258.536074 + Penalty 2547.356025 = -19711.180049
  nChanged 2
		SP:Iteration 2Q (6806.460000 sec): 3 clusters
  Score: Raw -22274.165167 + Penalty 2547.356025 = -19726.809142
  nChanged 2
		SP:Iteration 3Q (6806.460000 sec): 3 clusters
  Score: Raw -22289.870673 + Penalty 2547.356025 = -19742.514648
  nChanged 1
		SP:Iteration 4Q (6806.460000 sec): 3 clusters
  Score: Raw -22297.699492 + Penalty 2547.356025 = -19750.343467
  nChanged 0
		SP:Iteration 5F (6806.460000 sec): 3 clusters
  Score: Raw -22297.699492 + Penalty 2547.356025 = -19750.343467
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6806.630000 sec): 2 clusters
  Score: Raw -7501035.638050 + Penalty 2688.595070 = -7498347.042979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6806.820000 sec): 3 clusters
  Score: Raw -7469264.131559 + Penalty 5377.190141 = -7463886.941419
  nChanged 23704
		SP:Iteration 1F (6807.010000 sec): 3 clusters
  Score: Raw -7482231.490088 + Penalty 5377.190141 = -7476854.299948
  nChanged 1892
		SP:Iteration 2Q (6807.210000 sec): 3 clusters
  Score: Raw -7482743.464461 + Penalty 5377.190141 = -7477366.274321
  nChanged 1824
		SP:Iteration 3Q (6807.400000 sec): 3 clusters
  Score: Raw -7483283.130859 + Penalty 5377.190141 = -7477905.940718
  nChanged 1881
		SP:Iteration 4Q (6807.590000 sec): 3 clusters
  Score: Raw -7483932.315411 + Penalty 5377.190141 = -7478555.125270
  nChanged 2106
		SP:Iteration 5Q (6807.780000 sec): 3 clusters
  Score: Raw -7484742.243937 + Penalty 5377.190141 = -7479365.053796
  nChanged 2288
		SP:Iteration 6Q (6807.970000 sec): 3 clusters
  Score: Raw -7485727.995584 + Penalty 5377.190141 = -7480350.805443
  nChanged 2415
		SP:Iteration 7Q (6808.160000 sec): 3 clusters
  Score: Raw -7486877.804930 + Penalty 5377.190141 = -7481500.614789
  nChanged 2480
		SP:Iteration 8Q (6808.360000 sec): 3 clusters
  Score: Raw -7488160.069664 + Penalty 5377.190141 = -7482782.879523
  nChanged 2552
		SP:Iteration 9Q (6808.540000 sec): 3 clusters
  Score: Raw -7489483.707014 + Penalty 5377.190141 = -7484106.516873
  nChanged 2477
		SP:Iteration 10Q (6808.740000 sec): 3 clusters
  Score: Raw -7490754.563598 + Penalty 5377.190141 = -7485377.373458
  nChanged 2230
		SP:Iteration 11Q (6808.920000 sec): 3 clusters
  Score: Raw -7491843.959350 + Penalty 5377.190141 = -7486466.769209
  nChanged 2067
		SP:Iteration 12Q (6809.110000 sec): 3 clusters
  Score: Raw -7492811.868802 + Penalty 5377.190141 = -7487434.678661
  nChanged 1941
		SP:Iteration 13Q (6809.300000 sec): 3 clusters
  Score: Raw -7493730.234577 + Penalty 5377.190141 = -7488353.044436
  nChanged 1991
		SP:Iteration 14Q (6809.480000 sec): 3 clusters
  Score: Raw -7494689.537806 + Penalty 5377.190141 = -7489312.347665
  nChanged 1929
		SP:Iteration 15Q (6809.660000 sec): 3 clusters
  Score: Raw -7495651.908550 + Penalty 5377.190141 = -7490274.718409
  nChanged 1955
		SP:Iteration 16Q (6809.840000 sec): 3 clusters
  Score: Raw -7496671.851975 + Penalty 5377.190141 = -7491294.661834
  nChanged 1855
		SP:Iteration 17Q (6810.010000 sec): 3 clusters
  Score: Raw -7497660.228744 + Penalty 5377.190141 = -7492283.038603
  nChanged 1607
		SP:Iteration 18Q (6810.180000 sec): 3 clusters
  Score: Raw -7498517.238520 + Penalty 5377.190141 = -7493140.048379
  nChanged 1351
		SP:Iteration 19Q (6810.340000 sec): 3 clusters
  Score: Raw -7499242.288514 + Penalty 5377.190141 = -7493865.098373
  nChanged 1077
		SP:Iteration 20F (6810.530000 sec): 3 clusters
  Score: Raw -7499789.595804 + Penalty 5377.190141 = -7494412.405663
  nChanged 820
		SP:Iteration 21Q (6810.680000 sec): 3 clusters
  Score: Raw -7500192.389483 + Penalty 5377.190141 = -7494815.199342
  nChanged 608
		SP:Iteration 22Q (6810.830000 sec): 3 clusters
  Score: Raw -7500500.910959 + Penalty 5377.190141 = -7495123.720818
  nChanged 454
		SP:Iteration 23Q (6810.980000 sec): 3 clusters
  Score: Raw -7500724.201173 + Penalty 5377.190141 = -7495347.011032
  nChanged 320
		SP:Iteration 24Q (6811.120000 sec): 3 clusters
  Score: Raw -7500889.739657 + Penalty 5377.190141 = -7495512.549516
  nChanged 256
		SP:Iteration 25Q (6811.260000 sec): 3 clusters
  Score: Raw -7501017.728594 + Penalty 5377.190141 = -7495640.538453
  nChanged 195
		SP:Iteration 26Q (6811.400000 sec): 3 clusters
  Score: Raw -7501114.228248 + Penalty 5377.190141 = -7495737.038107
  nChanged 150
		SP:Iteration 27Q (6811.540000 sec): 3 clusters
  Score: Raw -7501192.588386 + Penalty 5377.190141 = -7495815.398245
  nChanged 113
		SP:Iteration 28Q (6811.680000 sec): 3 clusters
  Score: Raw -7501256.240066 + Penalty 5377.190141 = -7495879.049925
  nChanged 95
		SP:Iteration 29Q (6811.820000 sec): 3 clusters
  Score: Raw -7501306.332636 + Penalty 5377.190141 = -7495929.142495
  nChanged 72
		SP:Iteration 30Q (6811.950000 sec): 3 clusters
  Score: Raw -7501346.692690 + Penalty 5377.190141 = -7495969.502549
  nChanged 68
		SP:Iteration 31Q (6812.090000 sec): 3 clusters
  Score: Raw -7501384.246636 + Penalty 5377.190141 = -7496007.056495
  nChanged 47
		SP:Iteration 32Q (6812.220000 sec): 3 clusters
  Score: Raw -7501406.893374 + Penalty 5377.190141 = -7496029.703233
  nChanged 36
		SP:Iteration 33Q (6812.360000 sec): 3 clusters
  Score: Raw -7501426.362364 + Penalty 5377.190141 = -7496049.172223
  nChanged 29
		SP:Iteration 34Q (6812.490000 sec): 3 clusters
  Score: Raw -7501441.138489 + Penalty 5377.190141 = -7496063.948348
  nChanged 31
		SP:Iteration 35Q (6812.630000 sec): 3 clusters
  Score: Raw -7501455.093249 + Penalty 5377.190141 = -7496077.903108
  nChanged 26
		SP:Iteration 36Q (6812.760000 sec): 3 clusters
  Score: Raw -7501467.634327 + Penalty 5377.190141 = -7496090.444186
  nChanged 19
		SP:Iteration 37Q (6812.900000 sec): 3 clusters
  Score: Raw -7501477.543772 + Penalty 5377.190141 = -7496100.353631
  nChanged 21
		SP:Iteration 38Q (6813.030000 sec): 3 clusters
  Score: Raw -7501489.525678 + Penalty 5377.190141 = -7496112.335537
  nChanged 25
		SP:Iteration 39Q (6813.160000 sec): 3 clusters
  Score: Raw -7501503.701750 + Penalty 5377.190141 = -7496126.511609
  nChanged 19
		SP:Iteration 40F (6813.340000 sec): 3 clusters
  Score: Raw -7501510.863273 + Penalty 5377.190141 = -7496133.673132
  nChanged 10
		SP:Iteration 41Q (6813.480000 sec): 3 clusters
  Score: Raw -7501514.875132 + Penalty 5377.190141 = -7496137.684991
  nChanged 7
		SP:Iteration 42Q (6813.610000 sec): 3 clusters
  Score: Raw -7501517.255960 + Penalty 5377.190141 = -7496140.065819
  nChanged 8
		SP:Iteration 43Q (6813.740000 sec): 3 clusters
  Score: Raw -7501520.574535 + Penalty 5377.190141 = -7496143.384394
  nChanged 5
		SP:Iteration 44Q (6813.880000 sec): 3 clusters
  Score: Raw -7501523.203168 + Penalty 5377.190141 = -7496146.013027
  nChanged 6
		SP:Iteration 45Q (6814.010000 sec): 3 clusters
  Score: Raw -7501526.304659 + Penalty 5377.190141 = -7496149.114518
  nChanged 7
		SP:Iteration 46Q (6814.140000 sec): 3 clusters
  Score: Raw -7501529.618687 + Penalty 5377.190141 = -7496152.428546
  nChanged 6
		SP:Iteration 47Q (6814.280000 sec): 3 clusters
  Score: Raw -7501531.958808 + Penalty 5377.190141 = -7496154.768667
  nChanged 3
		SP:Iteration 48Q (6814.420000 sec): 3 clusters
  Score: Raw -7501532.974936 + Penalty 5377.190141 = -7496155.784795
  nChanged 4
		SP:Iteration 49Q (6814.550000 sec): 3 clusters
  Score: Raw -7501534.570816 + Penalty 5377.190141 = -7496157.380675
  nChanged 1
		SP:Iteration 50Q (6814.680000 sec): 3 clusters
  Score: Raw -7501535.051844 + Penalty 5377.190141 = -7496157.861703
  nChanged 1
		SP:Iteration 51Q (6814.810000 sec): 3 clusters
  Score: Raw -7501535.417703 + Penalty 5377.190141 = -7496158.227562
  nChanged 0
		SP:Iteration 52F (6815.000000 sec): 3 clusters
  Score: Raw -7501535.417703 + Penalty 5377.190141 = -7496158.227562
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6815.020000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6815.020000 sec): 3 clusters
  Score: Raw -76072.231751 + Penalty 3043.240186 = -73028.991565
  nChanged 119
		SP:Iteration 1F (6815.020000 sec): 3 clusters
  Score: Raw -76373.076442 + Penalty 3043.240186 = -73329.836256
  nChanged 52
		SP:Iteration 2F (6815.020000 sec): 3 clusters
  Score: Raw -76585.340447 + Penalty 3043.240186 = -73542.100261
  nChanged 36
		SP:Iteration 3F (6815.030000 sec): 3 clusters
  Score: Raw -76749.220912 + Penalty 3043.240186 = -73705.980726
  nChanged 13
		SP:Iteration 4Q (6815.030000 sec): 3 clusters
  Score: Raw -76811.341347 + Penalty 3043.240186 = -73768.101161
  nChanged 2
		SP:Iteration 5Q (6815.030000 sec): 3 clusters
  Score: Raw -76822.668545 + Penalty 3043.240186 = -73779.428359
  nChanged 1
		SP:Iteration 6Q (6815.030000 sec): 3 clusters
  Score: Raw -76832.245035 + Penalty 3043.240186 = -73789.004849
  nChanged 1
		SP:Iteration 7Q (6815.030000 sec): 3 clusters
  Score: Raw -76843.302475 + Penalty 3043.240186 = -73800.062289
  nChanged 2
		SP:Iteration 8Q (6815.030000 sec): 3 clusters
  Score: Raw -76858.296595 + Penalty 3043.240186 = -73815.056409
  nChanged 1
		SP:Iteration 9Q (6815.040000 sec): 3 clusters
  Score: Raw -76862.466949 + Penalty 3043.240186 = -73819.226763
  nChanged 1
		SP:Iteration 10Q (6815.040000 sec): 3 clusters
  Score: Raw -76864.291603 + Penalty 3043.240186 = -73821.051417
  nChanged 0
		SP:Iteration 11F (6815.040000 sec): 3 clusters
  Score: Raw -76864.291603 + Penalty 3043.240186 = -73821.051417
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6815.040000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6815.040000 sec): 3 clusters
  Score: Raw -68267.426771 + Penalty 3055.958832 = -65211.467939
  nChanged 75
		SP:Iteration 1F (6815.040000 sec): 3 clusters
  Score: Raw -68403.500674 + Penalty 3055.958832 = -65347.541842
  nChanged 18
		SP:Iteration 2Q (6815.050000 sec): 3 clusters
  Score: Raw -68448.791101 + Penalty 3055.958832 = -65392.832269
  nChanged 9
		SP:Iteration 3Q (6815.050000 sec): 3 clusters
  Score: Raw -68475.541078 + Penalty 3055.958832 = -65419.582246
  nChanged 8
		SP:Iteration 4Q (6815.050000 sec): 3 clusters
  Score: Raw -68500.355932 + Penalty 3055.958832 = -65444.397101
  nChanged 4
		SP:Iteration 5Q (6815.050000 sec): 3 clusters
  Score: Raw -68509.814912 + Penalty 3055.958832 = -65453.856081
  nChanged 0
		SP:Iteration 6F (6815.060000 sec): 3 clusters
  Score: Raw -68509.814912 + Penalty 3055.958832 = -65453.856081
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (268463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6815.940000 sec): 2 clusters
  Score: Raw -39726690.479392 + Penalty 3100.116158 = -39723590.363233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6816.940000 sec): 3 clusters
  Score: Raw -39549025.115037 + Penalty 6200.232317 = -39542824.882720
  nChanged 130098
		SP:Iteration 1F (6817.930000 sec): 3 clusters
  Score: Raw -39625461.695617 + Penalty 6200.232317 = -39619261.463300
  nChanged 6062
		SP:Iteration 2Q (6818.940000 sec): 3 clusters
  Score: Raw -39626411.481323 + Penalty 6200.232317 = -39620211.249007
  nChanged 6172
		SP:Iteration 3Q (6819.940000 sec): 3 clusters
  Score: Raw -39627443.892669 + Penalty 6200.232317 = -39621243.660352
  nChanged 6395
		SP:Iteration 4Q (6820.950000 sec): 3 clusters
  Score: Raw -39628626.541433 + Penalty 6200.232317 = -39622426.309116
  nChanged 6931
		SP:Iteration 5Q (6821.960000 sec): 3 clusters
  Score: Raw -39630173.714692 + Penalty 6200.232317 = -39623973.482376
  nChanged 8154
		SP:Iteration 6Q (6822.980000 sec): 3 clusters
  Score: Raw -39632423.641772 + Penalty 6200.232317 = -39626223.409455
  nChanged 9919
		SP:Iteration 7Q (6823.980000 sec): 3 clusters
  Score: Raw -39635920.665542 + Penalty 6200.232317 = -39629720.433225
  nChanged 12294
		SP:Iteration 8Q (6824.990000 sec): 3 clusters
  Score: Raw -39641681.124938 + Penalty 6200.232317 = -39635480.892621
  nChanged 15438
		SP:Iteration 9F (6825.980000 sec): 3 clusters
  Score: Raw -39651132.614253 + Penalty 6200.232317 = -39644932.381937
  nChanged 18175
		SP:Iteration 10F (6826.980000 sec): 3 clusters
  Score: Raw -39664835.350464 + Penalty 6200.232317 = -39658635.118147
  nChanged 18204
		SP:Iteration 11F (6827.970000 sec): 3 clusters
  Score: Raw -39680133.579628 + Penalty 6200.232317 = -39673933.347311
  nChanged 15266
		SP:Iteration 12F (6828.960000 sec): 3 clusters
  Score: Raw -39692907.627129 + Penalty 6200.232317 = -39686707.394812
  nChanged 11367
		SP:Iteration 13Q (6829.890000 sec): 3 clusters
  Score: Raw -39702186.959598 + Penalty 6200.232317 = -39695986.727281
  nChanged 8111
		SP:Iteration 14Q (6830.770000 sec): 3 clusters
  Score: Raw -39708332.284670 + Penalty 6200.232317 = -39702132.052353
  nChanged 5875
		SP:Iteration 15Q (6831.590000 sec): 3 clusters
  Score: Raw -39712575.479277 + Penalty 6200.232317 = -39706375.246960
  nChanged 4478
		SP:Iteration 16Q (6832.380000 sec): 3 clusters
  Score: Raw -39715851.842001 + Penalty 6200.232317 = -39709651.609684
  nChanged 3517
		SP:Iteration 17Q (6833.140000 sec): 3 clusters
  Score: Raw -39718434.119285 + Penalty 6200.232317 = -39712233.886968
  nChanged 2715
		SP:Iteration 18Q (6833.890000 sec): 3 clusters
  Score: Raw -39720445.896875 + Penalty 6200.232317 = -39714245.664558
  nChanged 2116
		SP:Iteration 19Q (6834.620000 sec): 3 clusters
  Score: Raw -39722021.332588 + Penalty 6200.232317 = -39715821.100271
  nChanged 1670
		SP:Iteration 20F (6835.600000 sec): 3 clusters
  Score: Raw -39723179.834892 + Penalty 6200.232317 = -39716979.602575
  nChanged 1337
		SP:Iteration 21Q (6836.310000 sec): 3 clusters
  Score: Raw -39724050.556797 + Penalty 6200.232317 = -39717850.324480
  nChanged 1038
		SP:Iteration 22Q (6837.000000 sec): 3 clusters
  Score: Raw -39724678.972628 + Penalty 6200.232317 = -39718478.740311
  nChanged 821
		SP:Iteration 23Q (6837.700000 sec): 3 clusters
  Score: Raw -39725139.581022 + Penalty 6200.232317 = -39718939.348705
  nChanged 674
		SP:Iteration 24Q (6838.390000 sec): 3 clusters
  Score: Raw -39725472.764407 + Penalty 6200.232317 = -39719272.532090
  nChanged 545
		SP:Iteration 25Q (6839.080000 sec): 3 clusters
  Score: Raw -39725727.799939 + Penalty 6200.232317 = -39719527.567622
  nChanged 461
		SP:Iteration 26Q (6839.760000 sec): 3 clusters
  Score: Raw -39725931.209442 + Penalty 6200.232317 = -39719730.977125
  nChanged 388
		SP:Iteration 27Q (6840.450000 sec): 3 clusters
  Score: Raw -39726096.027583 + Penalty 6200.232317 = -39719895.795266
  nChanged 330
		SP:Iteration 28Q (6841.130000 sec): 3 clusters
  Score: Raw -39726235.448596 + Penalty 6200.232317 = -39720035.216279
  nChanged 298
		SP:Iteration 29Q (6841.810000 sec): 3 clusters
  Score: Raw -39726351.205856 + Penalty 6200.232317 = -39720150.973539
  nChanged 241
		SP:Iteration 30Q (6842.490000 sec): 3 clusters
  Score: Raw -39726440.236750 + Penalty 6200.232317 = -39720240.004433
  nChanged 215
		SP:Iteration 31Q (6843.180000 sec): 3 clusters
  Score: Raw -39726518.949241 + Penalty 6200.232317 = -39720318.716924
  nChanged 191
		SP:Iteration 32Q (6843.860000 sec): 3 clusters
  Score: Raw -39726594.742494 + Penalty 6200.232317 = -39720394.510177
  nChanged 168
		SP:Iteration 33Q (6844.540000 sec): 3 clusters
  Score: Raw -39726662.170975 + Penalty 6200.232317 = -39720461.938658
  nChanged 146
		SP:Iteration 34Q (6845.220000 sec): 3 clusters
  Score: Raw -39726713.767073 + Penalty 6200.232317 = -39720513.534756
  nChanged 117
		SP:Iteration 35Q (6845.900000 sec): 3 clusters
  Score: Raw -39726758.342197 + Penalty 6200.232317 = -39720558.109880
  nChanged 106
		SP:Iteration 36Q (6846.580000 sec): 3 clusters
  Score: Raw -39726791.484706 + Penalty 6200.232317 = -39720591.252389
  nChanged 96
		SP:Iteration 37Q (6847.250000 sec): 3 clusters
  Score: Raw -39726820.860802 + Penalty 6200.232317 = -39720620.628485
  nChanged 84
		SP:Iteration 38Q (6847.930000 sec): 3 clusters
  Score: Raw -39726847.220063 + Penalty 6200.232317 = -39720646.987746
  nChanged 74
		SP:Iteration 39Q (6848.610000 sec): 3 clusters
  Score: Raw -39726868.913640 + Penalty 6200.232317 = -39720668.681323
  nChanged 55
		SP:Iteration 40F (6849.590000 sec): 3 clusters
  Score: Raw -39726888.174547 + Penalty 6200.232317 = -39720687.942231
  nChanged 65
		SP:Iteration 41Q (6850.270000 sec): 3 clusters
  Score: Raw -39726910.136509 + Penalty 6200.232317 = -39720709.904192
  nChanged 60
		SP:Iteration 42Q (6850.950000 sec): 3 clusters
  Score: Raw -39726928.918025 + Penalty 6200.232317 = -39720728.685708
  nChanged 43
		SP:Iteration 43Q (6851.620000 sec): 3 clusters
  Score: Raw -39726942.922477 + Penalty 6200.232317 = -39720742.690160
  nChanged 32
		SP:Iteration 44Q (6852.300000 sec): 3 clusters
  Score: Raw -39726954.529413 + Penalty 6200.232317 = -39720754.297096
  nChanged 34
		SP:Iteration 45Q (6852.980000 sec): 3 clusters
  Score: Raw -39726965.246370 + Penalty 6200.232317 = -39720765.014053
  nChanged 26
		SP:Iteration 46Q (6853.650000 sec): 3 clusters
  Score: Raw -39726973.724734 + Penalty 6200.232317 = -39720773.492417
  nChanged 22
		SP:Iteration 47Q (6854.330000 sec): 3 clusters
  Score: Raw -39726980.352732 + Penalty 6200.232317 = -39720780.120416
  nChanged 24
		SP:Iteration 48Q (6855.010000 sec): 3 clusters
  Score: Raw -39726989.020631 + Penalty 6200.232317 = -39720788.788315
  nChanged 22
		SP:Iteration 49Q (6855.680000 sec): 3 clusters
  Score: Raw -39726997.467900 + Penalty 6200.232317 = -39720797.235583
  nChanged 27
		SP:Iteration 50Q (6856.360000 sec): 3 clusters
  Score: Raw -39727008.022483 + Penalty 6200.232317 = -39720807.790167
  nChanged 27
		SP:Iteration 51Q (6857.030000 sec): 3 clusters
  Score: Raw -39727017.333641 + Penalty 6200.232317 = -39720817.101324
  nChanged 29
		SP:Iteration 52Q (6857.710000 sec): 3 clusters
  Score: Raw -39727027.675303 + Penalty 6200.232317 = -39720827.442986
  nChanged 28
		SP:Iteration 53Q (6858.380000 sec): 3 clusters
  Score: Raw -39727036.783221 + Penalty 6200.232317 = -39720836.550905
  nChanged 31
		SP:Iteration 54Q (6859.060000 sec): 3 clusters
  Score: Raw -39727047.196782 + Penalty 6200.232317 = -39720846.964465
  nChanged 17
		SP:Iteration 55Q (6859.730000 sec): 3 clusters
  Score: Raw -39727054.453565 + Penalty 6200.232317 = -39720854.221249
  nChanged 19
		SP:Iteration 56Q (6860.400000 sec): 3 clusters
  Score: Raw -39727062.490011 + Penalty 6200.232317 = -39720862.257694
  nChanged 22
		SP:Iteration 57Q (6861.080000 sec): 3 clusters
  Score: Raw -39727070.858122 + Penalty 6200.232317 = -39720870.625805
  nChanged 25
		SP:Iteration 58Q (6861.760000 sec): 3 clusters
  Score: Raw -39727080.824281 + Penalty 6200.232317 = -39720880.591964
  nChanged 21
		SP:Iteration 59Q (6862.440000 sec): 3 clusters
  Score: Raw -39727086.656731 + Penalty 6200.232317 = -39720886.424414
  nChanged 14
		SP:Iteration 60F (6863.400000 sec): 3 clusters
  Score: Raw -39727090.561587 + Penalty 6200.232317 = -39720890.329271
  nChanged 8
		SP:Iteration 61Q (6864.080000 sec): 3 clusters
  Score: Raw -39727092.921351 + Penalty 6200.232317 = -39720892.689034
  nChanged 8
		SP:Iteration 62Q (6864.760000 sec): 3 clusters
  Score: Raw -39727095.364651 + Penalty 6200.232317 = -39720895.132334
  nChanged 6
		SP:Iteration 63Q (6865.440000 sec): 3 clusters
  Score: Raw -39727097.216116 + Penalty 6200.232317 = -39720896.983799
  nChanged 5
		SP:Iteration 64Q (6866.110000 sec): 3 clusters
  Score: Raw -39727098.935540 + Penalty 6200.232317 = -39720898.703223
  nChanged 4
		SP:Iteration 65Q (6866.790000 sec): 3 clusters
  Score: Raw -39727099.881151 + Penalty 6200.232317 = -39720899.648834
  nChanged 3
		SP:Iteration 66Q (6867.460000 sec): 3 clusters
  Score: Raw -39727100.782555 + Penalty 6200.232317 = -39720900.550238
  nChanged 7
		SP:Iteration 67Q (6868.140000 sec): 3 clusters
  Score: Raw -39727103.603011 + Penalty 6200.232317 = -39720903.370694
  nChanged 11
		SP:Iteration 68Q (6868.810000 sec): 3 clusters
  Score: Raw -39727106.515259 + Penalty 6200.232317 = -39720906.282942
  nChanged 7
		SP:Iteration 69Q (6869.480000 sec): 3 clusters
  Score: Raw -39727108.146641 + Penalty 6200.232317 = -39720907.914324
  nChanged 4
		SP:Iteration 70Q (6870.160000 sec): 3 clusters
  Score: Raw -39727109.295277 + Penalty 6200.232317 = -39720909.062960
  nChanged 5
		SP:Iteration 71Q (6870.830000 sec): 3 clusters
  Score: Raw -39727110.686940 + Penalty 6200.232317 = -39720910.454623
  nChanged 1
		SP:Iteration 72Q (6871.510000 sec): 3 clusters
  Score: Raw -39727111.032000 + Penalty 6200.232317 = -39720910.799684
  nChanged 2
		SP:Iteration 73Q (6872.180000 sec): 3 clusters
  Score: Raw -39727111.339707 + Penalty 6200.232317 = -39720911.107391
  nChanged 1
		SP:Iteration 74Q (6872.860000 sec): 3 clusters
  Score: Raw -39727111.633878 + Penalty 6200.232317 = -39720911.401561
  nChanged 2
		SP:Iteration 75Q (6873.540000 sec): 3 clusters
  Score: Raw -39727112.184277 + Penalty 6200.232317 = -39720911.951960
  nChanged 1
		SP:Iteration 76Q (6874.210000 sec): 3 clusters
  Score: Raw -39727112.415224 + Penalty 6200.232317 = -39720912.182907
  nChanged 0
		SP:Iteration 77F (6875.180000 sec): 3 clusters
  Score: Raw -39727112.415224 + Penalty 6200.232317 = -39720912.182907
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33593 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6875.360000 sec): 2 clusters
  Score: Raw -5134675.926099 + Penalty 2584.674102 = -5132091.251997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6875.490000 sec): 3 clusters
  Score: Raw -5114275.923154 + Penalty 5169.348203 = -5109106.574951
  nChanged 15213
		SP:Iteration 1F (6875.610000 sec): 3 clusters
  Score: Raw -5122587.637729 + Penalty 5169.348203 = -5117418.289526
  nChanged 1432
		SP:Iteration 2Q (6875.740000 sec): 3 clusters
  Score: Raw -5122958.181175 + Penalty 5169.348203 = -5117788.832972
  nChanged 1171
		SP:Iteration 3Q (6875.860000 sec): 3 clusters
  Score: Raw -5123249.098348 + Penalty 5169.348203 = -5118079.750144
  nChanged 1051
		SP:Iteration 4Q (6875.990000 sec): 3 clusters
  Score: Raw -5123508.951716 + Penalty 5169.348203 = -5118339.603512
  nChanged 949
		SP:Iteration 5Q (6876.110000 sec): 3 clusters
  Score: Raw -5123731.237329 + Penalty 5169.348203 = -5118561.889126
  nChanged 902
		SP:Iteration 6Q (6876.240000 sec): 3 clusters
  Score: Raw -5123961.399640 + Penalty 5169.348203 = -5118792.051437
  nChanged 914
		SP:Iteration 7Q (6876.360000 sec): 3 clusters
  Score: Raw -5124232.827802 + Penalty 5169.348203 = -5119063.479598
  nChanged 1017
		SP:Iteration 8Q (6876.490000 sec): 3 clusters
  Score: Raw -5124599.488674 + Penalty 5169.348203 = -5119430.140471
  nChanged 1281
		SP:Iteration 9Q (6876.620000 sec): 3 clusters
  Score: Raw -5125193.094130 + Penalty 5169.348203 = -5120023.745927
  nChanged 1705
		SP:Iteration 10F (6876.740000 sec): 3 clusters
  Score: Raw -5126194.567570 + Penalty 5169.348203 = -5121025.219367
  nChanged 2107
		SP:Iteration 11F (6876.860000 sec): 3 clusters
  Score: Raw -5127688.384783 + Penalty 5169.348203 = -5122519.036580
  nChanged 2340
		SP:Iteration 12F (6876.980000 sec): 3 clusters
  Score: Raw -5129631.991283 + Penalty 5169.348203 = -5124462.643079
  nChanged 2225
		SP:Iteration 13F (6877.110000 sec): 3 clusters
  Score: Raw -5131671.924756 + Penalty 5169.348203 = -5126502.576553
  nChanged 1681
		SP:Iteration 14F (6877.230000 sec): 3 clusters
  Score: Raw -5133250.598599 + Penalty 5169.348203 = -5128081.250396
  nChanged 946
		SP:Iteration 15Q (6877.340000 sec): 3 clusters
  Score: Raw -5134125.144670 + Penalty 5169.348203 = -5128955.796467
  nChanged 425
		SP:Iteration 16Q (6877.440000 sec): 3 clusters
  Score: Raw -5134547.051837 + Penalty 5169.348203 = -5129377.703633
  nChanged 186
		SP:Iteration 17Q (6877.530000 sec): 3 clusters
  Score: Raw -5134754.921113 + Penalty 5169.348203 = -5129585.572909
  nChanged 78
		SP:Iteration 18Q (6877.620000 sec): 3 clusters
  Score: Raw -5134851.683863 + Penalty 5169.348203 = -5129682.335659
  nChanged 32
		SP:Iteration 19Q (6877.710000 sec): 3 clusters
  Score: Raw -5134896.565248 + Penalty 5169.348203 = -5129727.217044
  nChanged 24
		SP:Iteration 20F (6877.840000 sec): 3 clusters
  Score: Raw -5134929.831527 + Penalty 5169.348203 = -5129760.483324
  nChanged 14
		SP:Iteration 21Q (6877.920000 sec): 3 clusters
  Score: Raw -5134945.625739 + Penalty 5169.348203 = -5129776.277535
  nChanged 9
		SP:Iteration 22Q (6878.010000 sec): 3 clusters
  Score: Raw -5134952.303754 + Penalty 5169.348203 = -5129782.955551
  nChanged 3
		SP:Iteration 23Q (6878.090000 sec): 3 clusters
  Score: Raw -5134955.328292 + Penalty 5169.348203 = -5129785.980088
  nChanged 4
		SP:Iteration 24Q (6878.180000 sec): 3 clusters
  Score: Raw -5134962.215748 + Penalty 5169.348203 = -5129792.867544
  nChanged 4
		SP:Iteration 25Q (6878.270000 sec): 3 clusters
  Score: Raw -5134966.353717 + Penalty 5169.348203 = -5129797.005514
  nChanged 1
		SP:Iteration 26Q (6878.350000 sec): 3 clusters
  Score: Raw -5134967.104225 + Penalty 5169.348203 = -5129797.756022
  nChanged 1
		SP:Iteration 27Q (6878.440000 sec): 3 clusters
  Score: Raw -5134967.438407 + Penalty 5169.348203 = -5129798.090204
  nChanged 1
		SP:Iteration 28Q (6878.520000 sec): 3 clusters
  Score: Raw -5134968.642181 + Penalty 5169.348203 = -5129799.293978
  nChanged 0
		SP:Iteration 29F (6878.640000 sec): 3 clusters
  Score: Raw -5134968.642181 + Penalty 5169.348203 = -5129799.293978
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.660000 sec): 2 clusters
  Score: Raw -140086.188840 + Penalty 1729.902654 = -138356.286186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.670000 sec): 3 clusters
  Score: Raw -139857.936079 + Penalty 3459.805308 = -136398.130771
  nChanged 289
		SP:Iteration 1F (6878.670000 sec): 3 clusters
  Score: Raw -140232.342868 + Penalty 3459.805308 = -136772.537560
  nChanged 92
		SP:Iteration 2F (6878.670000 sec): 3 clusters
  Score: Raw -140384.440822 + Penalty 3459.805308 = -136924.635514
  nChanged 48
		SP:Iteration 3Q (6878.680000 sec): 3 clusters
  Score: Raw -140463.877656 + Penalty 3459.805308 = -137004.072348
  nChanged 31
		SP:Iteration 4Q (6878.680000 sec): 3 clusters
  Score: Raw -140509.150425 + Penalty 3459.805308 = -137049.345117
  nChanged 21
		SP:Iteration 5Q (6878.690000 sec): 3 clusters
  Score: Raw -140544.001862 + Penalty 3459.805308 = -137084.196554
  nChanged 14
		SP:Iteration 6Q (6878.690000 sec): 3 clusters
  Score: Raw -140563.324675 + Penalty 3459.805308 = -137103.519367
  nChanged 10
		SP:Iteration 7Q (6878.690000 sec): 3 clusters
  Score: Raw -140577.138806 + Penalty 3459.805308 = -137117.333498
  nChanged 7
		SP:Iteration 8Q (6878.690000 sec): 3 clusters
  Score: Raw -140586.105142 + Penalty 3459.805308 = -137126.299834
  nChanged 6
		SP:Iteration 9Q (6878.700000 sec): 3 clusters
  Score: Raw -140595.542036 + Penalty 3459.805308 = -137135.736728
  nChanged 5
		SP:Iteration 10Q (6878.700000 sec): 3 clusters
  Score: Raw -140598.912696 + Penalty 3459.805308 = -137139.107388
  nChanged 4
		SP:Iteration 11Q (6878.710000 sec): 3 clusters
  Score: Raw -140603.059799 + Penalty 3459.805308 = -137143.254491
  nChanged 6
		SP:Iteration 12Q (6878.710000 sec): 3 clusters
  Score: Raw -140610.342711 + Penalty 3459.805308 = -137150.537403
  nChanged 4
		SP:Iteration 13Q (6878.710000 sec): 3 clusters
  Score: Raw -140614.556024 + Penalty 3459.805308 = -137154.750716
  nChanged 7
		SP:Iteration 14Q (6878.720000 sec): 3 clusters
  Score: Raw -140625.190343 + Penalty 3459.805308 = -137165.385035
  nChanged 2
		SP:Iteration 15Q (6878.720000 sec): 3 clusters
  Score: Raw -140627.313485 + Penalty 3459.805308 = -137167.508177
  nChanged 3
		SP:Iteration 16Q (6878.720000 sec): 3 clusters
  Score: Raw -140631.621102 + Penalty 3459.805308 = -137171.815794
  nChanged 2
		SP:Iteration 17Q (6878.730000 sec): 3 clusters
  Score: Raw -140633.083989 + Penalty 3459.805308 = -137173.278681
  nChanged 2
		SP:Iteration 18Q (6878.730000 sec): 3 clusters
  Score: Raw -140635.051131 + Penalty 3459.805308 = -137175.245823
  nChanged 0
		SP:Iteration 19F (6878.730000 sec): 3 clusters
  Score: Raw -140635.051131 + Penalty 3459.805308 = -137175.245823
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.740000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.740000 sec): 3 clusters
  Score: Raw -31491.523477 + Penalty 2705.839273 = -28785.684203
  nChanged 20
		SP:Iteration 1F (6878.740000 sec): 3 clusters
  Score: Raw -31557.211570 + Penalty 2705.839273 = -28851.372297
  nChanged 7
		SP:Iteration 2Q (6878.740000 sec): 3 clusters
  Score: Raw -31583.857331 + Penalty 2705.839273 = -28878.018058
  nChanged 2
		SP:Iteration 3Q (6878.740000 sec): 3 clusters
  Score: Raw -31596.829487 + Penalty 2705.839273 = -28890.990214
  nChanged 5
		SP:Iteration 4Q (6878.740000 sec): 3 clusters
  Score: Raw -31619.286093 + Penalty 2705.839273 = -28913.446819
  nChanged 2
		SP:Iteration 5Q (6878.740000 sec): 3 clusters
  Score: Raw -31622.722493 + Penalty 2705.839273 = -28916.883220
  nChanged 1
		SP:Iteration 6Q (6878.740000 sec): 3 clusters
  Score: Raw -31624.536182 + Penalty 2705.839273 = -28918.696909
  nChanged 0
		SP:Iteration 7F (6878.750000 sec): 3 clusters
  Score: Raw -31624.536182 + Penalty 2705.839273 = -28918.696909
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.750000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.750000 sec): 3 clusters
  Score: Raw -77788.005225 + Penalty 3172.049753 = -74615.955473
  nChanged 131
		SP:Iteration 1F (6878.750000 sec): 3 clusters
  Score: Raw -78095.354263 + Penalty 3172.049753 = -74923.304510
  nChanged 45
		SP:Iteration 2F (6878.750000 sec): 3 clusters
  Score: Raw -78294.382223 + Penalty 3172.049753 = -75122.332471
  nChanged 44
		SP:Iteration 3F (6878.760000 sec): 3 clusters
  Score: Raw -78467.190552 + Penalty 3172.049753 = -75295.140799
  nChanged 38
		SP:Iteration 4F (6878.760000 sec): 3 clusters
  Score: Raw -78591.758113 + Penalty 3172.049753 = -75419.708361
  nChanged 28
		SP:Iteration 5Q (6878.760000 sec): 3 clusters
  Score: Raw -78705.647677 + Penalty 3172.049753 = -75533.597924
  nChanged 17
		SP:Iteration 6Q (6878.770000 sec): 3 clusters
  Score: Raw -78771.302112 + Penalty 3172.049753 = -75599.252359
  nChanged 11
		SP:Iteration 7Q (6878.770000 sec): 3 clusters
  Score: Raw -78793.238263 + Penalty 3172.049753 = -75621.188510
  nChanged 7
		SP:Iteration 8Q (6878.770000 sec): 3 clusters
  Score: Raw -78811.581183 + Penalty 3172.049753 = -75639.531431
  nChanged 2
		SP:Iteration 9Q (6878.770000 sec): 3 clusters
  Score: Raw -78814.922912 + Penalty 3172.049753 = -75642.873159
  nChanged 4
		SP:Iteration 10Q (6878.770000 sec): 3 clusters
  Score: Raw -78824.668673 + Penalty 3172.049753 = -75652.618920
  nChanged 2
		SP:Iteration 11Q (6878.770000 sec): 3 clusters
  Score: Raw -78829.261739 + Penalty 3172.049753 = -75657.211987
  nChanged 0
		SP:Iteration 12F (6878.770000 sec): 3 clusters
  Score: Raw -78829.261739 + Penalty 3172.049753 = -75657.211987
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.780000 sec): 2 clusters
  Score: Raw -23358.389553 + Penalty 1347.563057 = -22010.826496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.780000 sec): 3 clusters
  Score: Raw -23707.818228 + Penalty 2695.126114 = -21012.692114
  nChanged 35
		SP:Iteration 1F (6878.780000 sec): 3 clusters
  Score: Raw -24170.791126 + Penalty 2695.126114 = -21475.665013
  nChanged 15
		SP:Iteration 2F (6878.780000 sec): 3 clusters
  Score: Raw -24253.421419 + Penalty 2695.126114 = -21558.295305
  nChanged 12
		SP:Iteration 3F (6878.780000 sec): 3 clusters
  Score: Raw -24333.106725 + Penalty 2695.126114 = -21637.980611
  nChanged 9
		SP:Iteration 4Q (6878.780000 sec): 3 clusters
  Score: Raw -24417.047194 + Penalty 2695.126114 = -21721.921080
  nChanged 7
		SP:Iteration 5Q (6878.790000 sec): 3 clusters
  Score: Raw -24530.907989 + Penalty 2695.126114 = -21835.781875
  nChanged 2
		SP:Iteration 6Q (6878.790000 sec): 3 clusters
  Score: Raw -24545.052649 + Penalty 2695.126114 = -21849.926535
  nChanged 0
		SP:Iteration 7F (6878.790000 sec): 3 clusters
  Score: Raw -24545.052649 + Penalty 2695.126114 = -21849.926535
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.790000 sec): 2 clusters
  Score: Raw -33429.954582 + Penalty 1392.055770 = -32037.898812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.790000 sec): 3 clusters
  Score: Raw -33611.620282 + Penalty 2784.111541 = -30827.508742
  nChanged 31
		SP:Iteration 1F (6878.790000 sec): 3 clusters
  Score: Raw -33759.801614 + Penalty 2784.111541 = -30975.690073
  nChanged 8
		SP:Iteration 2Q (6878.790000 sec): 3 clusters
  Score: Raw -33790.861581 + Penalty 2784.111541 = -31006.750040
  nChanged 4
		SP:Iteration 3Q (6878.790000 sec): 3 clusters
  Score: Raw -33813.455786 + Penalty 2784.111541 = -31029.344245
  nChanged 2
		SP:Iteration 4Q (6878.790000 sec): 3 clusters
  Score: Raw -33822.878202 + Penalty 2784.111541 = -31038.766662
  nChanged 1
		SP:Iteration 5Q (6878.790000 sec): 3 clusters
  Score: Raw -33828.573962 + Penalty 2784.111541 = -31044.462421
  nChanged 2
		SP:Iteration 6Q (6878.800000 sec): 3 clusters
  Score: Raw -33844.768733 + Penalty 2784.111541 = -31060.657192
  nChanged 1
		SP:Iteration 7Q (6878.800000 sec): 3 clusters
  Score: Raw -33849.454088 + Penalty 2784.111541 = -31065.342547
  nChanged 1
		SP:Iteration 8Q (6878.800000 sec): 3 clusters
  Score: Raw -33850.845425 + Penalty 2784.111541 = -31066.733884
  nChanged 1
		SP:Iteration 9Q (6878.800000 sec): 3 clusters
  Score: Raw -33852.833021 + Penalty 2784.111541 = -31068.721480
  nChanged 0
		SP:Iteration 10F (6878.800000 sec): 3 clusters
  Score: Raw -33852.833021 + Penalty 2784.111541 = -31068.721480
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.800000 sec): 2 clusters
  Score: Raw -29409.107282 + Penalty 1334.214544 = -28074.892739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.810000 sec): 3 clusters
  Score: Raw -29557.072228 + Penalty 2668.429087 = -26888.643140
  nChanged 26
		SP:Iteration 1F (6878.810000 sec): 3 clusters
  Score: Raw -29672.043033 + Penalty 2668.429087 = -27003.613946
  nChanged 6
		SP:Iteration 2Q (6878.810000 sec): 3 clusters
  Score: Raw -29706.821546 + Penalty 2668.429087 = -27038.392459
  nChanged 4
		SP:Iteration 3Q (6878.810000 sec): 3 clusters
  Score: Raw -29724.647249 + Penalty 2668.429087 = -27056.218162
  nChanged 0
		SP:Iteration 4F (6878.810000 sec): 3 clusters
  Score: Raw -29724.647249 + Penalty 2668.429087 = -27056.218162
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.810000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.810000 sec): 3 clusters
  Score: Raw -55124.107236 + Penalty 2975.472535 = -52148.634701
  nChanged 48
		SP:Iteration 1F (6878.810000 sec): 3 clusters
  Score: Raw -55278.037443 + Penalty 2975.472535 = -52302.564908
  nChanged 22
		SP:Iteration 2F (6878.810000 sec): 3 clusters
  Score: Raw -55350.282821 + Penalty 2975.472535 = -52374.810287
  nChanged 9
		SP:Iteration 3Q (6878.820000 sec): 3 clusters
  Score: Raw -55380.514574 + Penalty 2975.472535 = -52405.042039
  nChanged 3
		SP:Iteration 4Q (6878.820000 sec): 3 clusters
  Score: Raw -55390.687462 + Penalty 2975.472535 = -52415.214927
  nChanged 2
		SP:Iteration 5Q (6878.820000 sec): 3 clusters
  Score: Raw -55392.581236 + Penalty 2975.472535 = -52417.108702
  nChanged 2
		SP:Iteration 6Q (6878.820000 sec): 3 clusters
  Score: Raw -55394.949703 + Penalty 2975.472535 = -52419.477168
  nChanged 1
		SP:Iteration 7Q (6878.820000 sec): 3 clusters
  Score: Raw -55396.483738 + Penalty 2975.472535 = -52421.011203
  nChanged 0
		SP:Iteration 8F (6878.830000 sec): 3 clusters
  Score: Raw -55396.483738 + Penalty 2975.472535 = -52421.011203
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.830000 sec): 2 clusters
  Score: Raw -15668.246963 + Penalty 1297.314937 = -14370.932026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.830000 sec): 3 clusters
  Score: Raw -16105.287801 + Penalty 2594.629874 = -13510.657927
  nChanged 38
		SP:Iteration 1F (6878.830000 sec): 3 clusters
  Score: Raw -16363.269419 + Penalty 2594.629874 = -13768.639545
  nChanged 8
		SP:Iteration 2Q (6878.830000 sec): 3 clusters
  Score: Raw -16429.290905 + Penalty 2594.629874 = -13834.661032
  nChanged 4
		SP:Iteration 3Q (6878.830000 sec): 3 clusters
  Score: Raw -16462.951123 + Penalty 2594.629874 = -13868.321249
  nChanged 2
		SP:Iteration 4Q (6878.830000 sec): 3 clusters
  Score: Raw -16472.849595 + Penalty 2594.629874 = -13878.219721
  nChanged 2
		SP:Iteration 5Q (6878.830000 sec): 3 clusters
  Score: Raw -16479.131685 + Penalty 2594.629874 = -13884.501811
  nChanged 0
		SP:Iteration 6F (6878.830000 sec): 3 clusters
  Score: Raw -16479.131685 + Penalty 2594.629874 = -13884.501811
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.830000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.840000 sec): 3 clusters
  Score: Raw -29582.283201 + Penalty 2686.385799 = -26895.897402
  nChanged 16
		SP:Iteration 1F (6878.840000 sec): 3 clusters
  Score: Raw -29650.240106 + Penalty 2686.385799 = -26963.854307
  nChanged 7
		SP:Iteration 2Q (6878.840000 sec): 3 clusters
  Score: Raw -29685.218771 + Penalty 2686.385799 = -26998.832971
  nChanged 4
		SP:Iteration 3Q (6878.840000 sec): 3 clusters
  Score: Raw -29701.682175 + Penalty 2686.385799 = -27015.296375
  nChanged 2
		SP:Iteration 4Q (6878.840000 sec): 3 clusters
  Score: Raw -29710.982802 + Penalty 2686.385799 = -27024.597003
  nChanged 1
		SP:Iteration 5Q (6878.840000 sec): 3 clusters
  Score: Raw -29715.546681 + Penalty 2686.385799 = -27029.160882
  nChanged 1
		SP:Iteration 6Q (6878.840000 sec): 3 clusters
  Score: Raw -29721.317445 + Penalty 2686.385799 = -27034.931645
  nChanged 3
		SP:Iteration 7Q (6878.840000 sec): 3 clusters
  Score: Raw -29750.545350 + Penalty 2686.385799 = -27064.159551
  nChanged 2
		SP:Iteration 8Q (6878.840000 sec): 3 clusters
  Score: Raw -29800.881745 + Penalty 2686.385799 = -27114.495945
  nChanged 3
		SP:Iteration 9Q (6878.840000 sec): 3 clusters
  Score: Raw -29880.506269 + Penalty 2686.385799 = -27194.120469
  nChanged 3
		SP:Iteration 10Q (6878.850000 sec): 3 clusters
  Score: Raw -29891.463437 + Penalty 2686.385799 = -27205.077637
  nChanged 1
		SP:Iteration 11Q (6878.850000 sec): 3 clusters
  Score: Raw -29896.489125 + Penalty 2686.385799 = -27210.103325
  nChanged 0
		SP:Iteration 12F (6878.850000 sec): 3 clusters
  Score: Raw -29896.489125 + Penalty 2686.385799 = -27210.103325
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (340 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.850000 sec): 2 clusters
  Score: Raw -45830.392090 + Penalty 1445.578513 = -44384.813577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.850000 sec): 3 clusters
  Score: Raw -45981.500172 + Penalty 2891.157026 = -43090.343145
  nChanged 58
		SP:Iteration 1F (6878.850000 sec): 3 clusters
  Score: Raw -46148.597039 + Penalty 2891.157026 = -43257.440013
  nChanged 19
		SP:Iteration 2F (6878.850000 sec): 3 clusters
  Score: Raw -46216.760215 + Penalty 2891.157026 = -43325.603189
  nChanged 9
		SP:Iteration 3Q (6878.850000 sec): 3 clusters
  Score: Raw -46251.162957 + Penalty 2891.157026 = -43360.005931
  nChanged 9
		SP:Iteration 4Q (6878.850000 sec): 3 clusters
  Score: Raw -46281.731856 + Penalty 2891.157026 = -43390.574830
  nChanged 3
		SP:Iteration 5Q (6878.860000 sec): 3 clusters
  Score: Raw -46290.448335 + Penalty 2891.157026 = -43399.291309
  nChanged 0
		SP:Iteration 6F (6878.860000 sec): 3 clusters
  Score: Raw -46290.448335 + Penalty 2891.157026 = -43399.291309
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.860000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.860000 sec): 3 clusters
  Score: Raw -55269.599637 + Penalty 3005.325105 = -52264.274532
  nChanged 80
		SP:Iteration 1F (6878.870000 sec): 3 clusters
  Score: Raw -55459.287361 + Penalty 3005.325105 = -52453.962256
  nChanged 20
		SP:Iteration 2Q (6878.870000 sec): 3 clusters
  Score: Raw -55507.428886 + Penalty 3005.325105 = -52502.103781
  nChanged 5
		SP:Iteration 3Q (6878.870000 sec): 3 clusters
  Score: Raw -55519.514223 + Penalty 3005.325105 = -52514.189118
  nChanged 0
		SP:Iteration 4F (6878.870000 sec): 3 clusters
  Score: Raw -55519.514223 + Penalty 3005.325105 = -52514.189118
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 38 (221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.870000 sec): 2 clusters
  Score: Raw -26010.390594 + Penalty 1338.744350 = -24671.646244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.870000 sec): 3 clusters
  Score: Raw -26576.981537 + Penalty 2677.488700 = -23899.492837
  nChanged 49
		SP:Iteration 1F (6878.870000 sec): 3 clusters
  Score: Raw -27075.006120 + Penalty 2677.488700 = -24397.517420
  nChanged 22
		SP:Iteration 2F (6878.880000 sec): 3 clusters
  Score: Raw -27334.015069 + Penalty 2677.488700 = -24656.526369
  nChanged 4
		SP:Iteration 3Q (6878.880000 sec): 3 clusters
  Score: Raw -27422.391646 + Penalty 2677.488700 = -24744.902946
  nChanged 1
		SP:Iteration 4Q (6878.880000 sec): 3 clusters
  Score: Raw -27474.309489 + Penalty 2677.488700 = -24796.820789
  nChanged 0
		SP:Iteration 5F (6878.880000 sec): 3 clusters
  Score: Raw -27474.309489 + Penalty 2677.488700 = -24796.820789
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 39.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.890000 sec): 2 clusters
  Score: Raw -68776.888008 + Penalty 1547.588410 = -67229.299598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.890000 sec): 3 clusters
  Score: Raw -68815.567442 + Penalty 3095.176819 = -65720.390622
  nChanged 94
		SP:Iteration 1F (6878.890000 sec): 3 clusters
  Score: Raw -69014.725352 + Penalty 3095.176819 = -65919.548533
  nChanged 28
		SP:Iteration 2F (6878.890000 sec): 3 clusters
  Score: Raw -69072.777916 + Penalty 3095.176819 = -65977.601096
  nChanged 9
		SP:Iteration 3Q (6878.890000 sec): 3 clusters
  Score: Raw -69122.073334 + Penalty 3095.176819 = -66026.896515
  nChanged 6
		SP:Iteration 4Q (6878.890000 sec): 3 clusters
  Score: Raw -69151.739974 + Penalty 3095.176819 = -66056.563155
  nChanged 11
		SP:Iteration 5Q (6878.900000 sec): 3 clusters
  Score: Raw -69175.315989 + Penalty 3095.176819 = -66080.139170
  nChanged 6
		SP:Iteration 6Q (6878.900000 sec): 3 clusters
  Score: Raw -69190.877394 + Penalty 3095.176819 = -66095.700575
  nChanged 6
		SP:Iteration 7Q (6878.900000 sec): 3 clusters
  Score: Raw -69207.911336 + Penalty 3095.176819 = -66112.734516
  nChanged 6
		SP:Iteration 8Q (6878.900000 sec): 3 clusters
  Score: Raw -69220.254433 + Penalty 3095.176819 = -66125.077614
  nChanged 3
		SP:Iteration 9Q (6878.900000 sec): 3 clusters
  Score: Raw -69223.813899 + Penalty 3095.176819 = -66128.637080
  nChanged 1
		SP:Iteration 10Q (6878.910000 sec): 3 clusters
  Score: Raw -69225.507556 + Penalty 3095.176819 = -66130.330737
  nChanged 2
		SP:Iteration 11Q (6878.910000 sec): 3 clusters
  Score: Raw -69229.621041 + Penalty 3095.176819 = -66134.444222
  nChanged 2
		SP:Iteration 12Q (6878.910000 sec): 3 clusters
  Score: Raw -69233.711908 + Penalty 3095.176819 = -66138.535088
  nChanged 1
		SP:Iteration 13Q (6878.910000 sec): 3 clusters
  Score: Raw -69235.138960 + Penalty 3095.176819 = -66139.962141
  nChanged 0
		SP:Iteration 14F (6878.910000 sec): 3 clusters
  Score: Raw -69235.138960 + Penalty 3095.176819 = -66139.962141
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.910000 sec): 2 clusters
  Score: Raw -8501.333831 + Penalty 1165.719131 = -7335.614700
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.910000 sec): 3 clusters
  Score: Raw -8965.572607 + Penalty 2331.438261 = -6634.134345
  nChanged 17
		SP:Iteration 1F (6878.910000 sec): 3 clusters
  Score: Raw -9176.263213 + Penalty 2331.438261 = -6844.824952
  nChanged 2
		SP:Iteration 2Q (6878.920000 sec): 3 clusters
  Score: Raw -9183.971930 + Penalty 2331.438261 = -6852.533668
  nChanged 1
		SP:Iteration 3Q (6878.920000 sec): 3 clusters
  Score: Raw -9188.098291 + Penalty 2331.438261 = -6856.660029
  nChanged 0
		SP:Iteration 4F (6878.920000 sec): 3 clusters
  Score: Raw -9188.098291 + Penalty 2331.438261 = -6856.660029
  nChanged 0
Deleting Class 38 (54 points): Lose 1430.415500 but Gain 3374.686117
Iteration 219Q (6889.910000 sec): 41 clusters
  Score: Raw -117643091.178496 + Penalty 134987.444692 = -117508103.733804
  nChanged 55
Iteration 220F (6931.100000 sec): 41 clusters
  Score: Raw -117643727.038848 + Penalty 134987.444692 = -117508739.594156
  nChanged 30
Iteration 221Q (6941.630000 sec): 41 clusters
  Score: Raw -117644800.423385 + Penalty 134987.444692 = -117509812.978693
  nChanged 20
Iteration 222Q (6952.140000 sec): 41 clusters
  Score: Raw -117645034.635454 + Penalty 134987.444692 = -117510047.190762
  nChanged 9
Iteration 223Q (6962.660000 sec): 41 clusters
  Score: Raw -117645118.159082 + Penalty 134987.444692 = -117510130.714390
  nChanged 2
Iteration 224Q (6973.180000 sec): 41 clusters
  Score: Raw -117645124.365396 + Penalty 134987.444692 = -117510136.920704
  nChanged 0
Iteration 225F (7014.180000 sec): 41 clusters
  Score: Raw -117653595.440099 + Penalty 134987.444692 = -117518607.995408
  nChanged 181
Iteration 226Q (7024.740000 sec): 41 clusters
  Score: Raw -117660112.841254 + Penalty 134987.444692 = -117525125.396563
  nChanged 17
Iteration 227Q (7035.290000 sec): 41 clusters
  Score: Raw -117660496.471242 + Penalty 134987.444692 = -117525509.026550
  nChanged 4
Iteration 228Q (7045.840000 sec): 41 clusters
  Score: Raw -117660845.859242 + Penalty 134987.444692 = -117525858.414550
  nChanged 5
Iteration 229Q (7056.380000 sec): 41 clusters
  Score: Raw -117661022.867899 + Penalty 134987.444692 = -117526035.423207
  nChanged 7
Iteration 230Q (7066.930000 sec): 41 clusters
  Score: Raw -117661148.848747 + Penalty 134987.444692 = -117526161.404055
  nChanged 3
Iteration 231Q (7077.500000 sec): 41 clusters
  Score: Raw -117661222.762734 + Penalty 134987.444692 = -117526235.318042
  nChanged 3
Iteration 232Q (7088.110000 sec): 41 clusters
  Score: Raw -117661255.311575 + Penalty 134987.444692 = -117526267.866883
  nChanged 2
Iteration 233Q (7098.660000 sec): 41 clusters
  Score: Raw -117661266.570968 + Penalty 134987.444692 = -117526279.126276
  nChanged 2
Iteration 234Q (7109.200000 sec): 41 clusters
  Score: Raw -117661277.183817 + Penalty 134987.444692 = -117526289.739125
  nChanged 9
Iteration 235Q (7119.720000 sec): 41 clusters
  Score: Raw -117661284.778266 + Penalty 134987.444692 = -117526297.333574
  nChanged 4
Iteration 236Q (7130.270000 sec): 41 clusters
  Score: Raw -117661284.930201 + Penalty 134987.444692 = -117526297.485509
  nChanged 7
Iteration 237Q (7140.810000 sec): 41 clusters
  Score: Raw -117661285.148644 + Penalty 134987.444692 = -117526297.703952
  nChanged 6
Iteration 238Q (7151.350000 sec): 41 clusters
  Score: Raw -117661285.304453 + Penalty 134987.444692 = -117526297.859761
  nChanged 7
Iteration 239Q (7161.890000 sec): 41 clusters
  Score: Raw -117661285.490775 + Penalty 134987.444692 = -117526298.046083
  nChanged 9
Iteration 240F (7203.320000 sec): 41 clusters
  Score: Raw -117662160.994528 + Penalty 134987.444692 = -117527173.549836
  nChanged 33
Iteration 241Q (7213.870000 sec): 41 clusters
  Score: Raw -117663217.850180 + Penalty 134987.444692 = -117528230.405488
  nChanged 15
Iteration 242Q (7224.420000 sec): 41 clusters
  Score: Raw -117663463.083844 + Penalty 134987.444692 = -117528475.639152
  nChanged 11
Iteration 243Q (7234.940000 sec): 41 clusters
  Score: Raw -117663563.737606 + Penalty 134987.444692 = -117528576.292914
  nChanged 16
Iteration 244Q (7245.450000 sec): 41 clusters
  Score: Raw -117663565.774934 + Penalty 134987.444692 = -117528578.330242
  nChanged 12
Iteration 245Q (7255.950000 sec): 41 clusters
  Score: Raw -117663619.412241 + Penalty 134987.444692 = -117528631.967549
  nChanged 14
Iteration 246Q (7266.460000 sec): 41 clusters
  Score: Raw -117663619.848489 + Penalty 134987.444692 = -117528632.403797
  nChanged 12
Iteration 247Q (7276.990000 sec): 41 clusters
  Score: Raw -117663620.247713 + Penalty 134987.444692 = -117528632.803021
  nChanged 17
Iteration 248Q (7287.510000 sec): 41 clusters
  Score: Raw -117663620.869099 + Penalty 134987.444692 = -117528633.424407
  nChanged 12
Iteration 249Q (7298.040000 sec): 41 clusters
  Score: Raw -117663621.234041 + Penalty 134987.444692 = -117528633.789349
  nChanged 8
Iteration 250Q (7308.570000 sec): 41 clusters
  Score: Raw -117663621.638630 + Penalty 134987.444692 = -117528634.193938
  nChanged 13
Iteration 251Q (7319.090000 sec): 41 clusters
  Score: Raw -117663622.137489 + Penalty 134987.444692 = -117528634.692797
  nChanged 11
Iteration 252Q (7329.610000 sec): 41 clusters
  Score: Raw -117663622.593287 + Penalty 134987.444692 = -117528635.148595
  nChanged 15
Iteration 253Q (7340.120000 sec): 41 clusters
  Score: Raw -117663623.107963 + Penalty 134987.444692 = -117528635.663271
  nChanged 19
Iteration 254Q (7350.630000 sec): 41 clusters
  Score: Raw -117663623.637501 + Penalty 134987.444692 = -117528636.192809
  nChanged 16
Iteration 255Q (7361.140000 sec): 41 clusters
  Score: Raw -117663624.096819 + Penalty 134987.444692 = -117528636.652127
  nChanged 23
Iteration 256Q (7371.650000 sec): 41 clusters
  Score: Raw -117663624.687117 + Penalty 134987.444692 = -117528637.242425
  nChanged 29
Iteration 257Q (7382.150000 sec): 41 clusters
  Score: Raw -117663625.532904 + Penalty 134987.444692 = -117528638.088212
  nChanged 37
Iteration 258Q (7392.650000 sec): 41 clusters
  Score: Raw -117663626.720765 + Penalty 134987.444692 = -117528639.276073
  nChanged 25
Writing temp clu file 
Because OldScore, -117528638.088212, is greater than current (better) Score,-117528639.276073 
 Compute initial score before splitting:   Score: Raw -117663626.720765 + Penalty 134987.444692 = -117528639.276073
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7392.810000 sec): 2 clusters
  Score: Raw -1048183.648990 + Penalty 2200.863096 = -1045982.785895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7392.830000 sec): 3 clusters
  Score: Raw -1044459.608100 + Penalty 4401.726192 = -1040057.881908
  nChanged 2869
		SP:Iteration 1F (7392.850000 sec): 3 clusters
  Score: Raw -1046066.972284 + Penalty 4401.726192 = -1041665.246092
  nChanged 545
		SP:Iteration 2F (7392.880000 sec): 3 clusters
  Score: Raw -1046379.492475 + Penalty 4401.726192 = -1041977.766283
  nChanged 383
		SP:Iteration 3F (7392.900000 sec): 3 clusters
  Score: Raw -1046562.269793 + Penalty 4401.726192 = -1042160.543601
  nChanged 270
		SP:Iteration 4Q (7392.930000 sec): 3 clusters
  Score: Raw -1046685.411668 + Penalty 4401.726192 = -1042283.685476
  nChanged 215
		SP:Iteration 5Q (7392.950000 sec): 3 clusters
  Score: Raw -1046775.587833 + Penalty 4401.726192 = -1042373.861642
  nChanged 200
		SP:Iteration 6Q (7392.970000 sec): 3 clusters
  Score: Raw -1046855.496578 + Penalty 4401.726192 = -1042453.770386
  nChanged 165
		SP:Iteration 7Q (7393.000000 sec): 3 clusters
  Score: Raw -1046930.223948 + Penalty 4401.726192 = -1042528.497756
  nChanged 156
		SP:Iteration 8Q (7393.020000 sec): 3 clusters
  Score: Raw -1047006.711285 + Penalty 4401.726192 = -1042604.985093
  nChanged 166
		SP:Iteration 9Q (7393.050000 sec): 3 clusters
  Score: Raw -1047081.667701 + Penalty 4401.726192 = -1042679.941510
  nChanged 162
		SP:Iteration 10Q (7393.070000 sec): 3 clusters
  Score: Raw -1047164.449345 + Penalty 4401.726192 = -1042762.723153
  nChanged 162
		SP:Iteration 11Q (7393.100000 sec): 3 clusters
  Score: Raw -1047253.108422 + Penalty 4401.726192 = -1042851.382231
  nChanged 165
		SP:Iteration 12Q (7393.120000 sec): 3 clusters
  Score: Raw -1047342.895466 + Penalty 4401.726192 = -1042941.169275
  nChanged 182
		SP:Iteration 13Q (7393.140000 sec): 3 clusters
  Score: Raw -1047436.036234 + Penalty 4401.726192 = -1043034.310042
  nChanged 194
		SP:Iteration 14Q (7393.170000 sec): 3 clusters
  Score: Raw -1047535.603100 + Penalty 4401.726192 = -1043133.876908
  nChanged 164
		SP:Iteration 15Q (7393.190000 sec): 3 clusters
  Score: Raw -1047623.850673 + Penalty 4401.726192 = -1043222.124482
  nChanged 182
		SP:Iteration 16Q (7393.210000 sec): 3 clusters
  Score: Raw -1047724.559359 + Penalty 4401.726192 = -1043322.833167
  nChanged 187
		SP:Iteration 17Q (7393.240000 sec): 3 clusters
  Score: Raw -1047816.658251 + Penalty 4401.726192 = -1043414.932059
  nChanged 158
		SP:Iteration 18Q (7393.260000 sec): 3 clusters
  Score: Raw -1047893.983914 + Penalty 4401.726192 = -1043492.257722
  nChanged 130
		SP:Iteration 19Q (7393.290000 sec): 3 clusters
  Score: Raw -1047963.362492 + Penalty 4401.726192 = -1043561.636300
  nChanged 129
		SP:Iteration 20F (7393.310000 sec): 3 clusters
  Score: Raw -1048028.541789 + Penalty 4401.726192 = -1043626.815597
  nChanged 122
		SP:Iteration 21Q (7393.330000 sec): 3 clusters
  Score: Raw -1048088.760701 + Penalty 4401.726192 = -1043687.034509
  nChanged 108
		SP:Iteration 22Q (7393.350000 sec): 3 clusters
  Score: Raw -1048133.044848 + Penalty 4401.726192 = -1043731.318656
  nChanged 89
		SP:Iteration 23Q (7393.380000 sec): 3 clusters
  Score: Raw -1048166.190366 + Penalty 4401.726192 = -1043764.464174
  nChanged 71
		SP:Iteration 24Q (7393.400000 sec): 3 clusters
  Score: Raw -1048194.423077 + Penalty 4401.726192 = -1043792.696885
  nChanged 81
		SP:Iteration 25Q (7393.430000 sec): 3 clusters
  Score: Raw -1048221.852523 + Penalty 4401.726192 = -1043820.126331
  nChanged 62
		SP:Iteration 26Q (7393.450000 sec): 3 clusters
  Score: Raw -1048243.700589 + Penalty 4401.726192 = -1043841.974398
  nChanged 57
		SP:Iteration 27Q (7393.470000 sec): 3 clusters
  Score: Raw -1048262.787840 + Penalty 4401.726192 = -1043861.061648
  nChanged 54
		SP:Iteration 28Q (7393.490000 sec): 3 clusters
  Score: Raw -1048285.462133 + Penalty 4401.726192 = -1043883.735942
  nChanged 55
		SP:Iteration 29Q (7393.510000 sec): 3 clusters
  Score: Raw -1048303.952921 + Penalty 4401.726192 = -1043902.226729
  nChanged 38
		SP:Iteration 30Q (7393.540000 sec): 3 clusters
  Score: Raw -1048320.821833 + Penalty 4401.726192 = -1043919.095642
  nChanged 49
		SP:Iteration 31Q (7393.560000 sec): 3 clusters
  Score: Raw -1048348.275195 + Penalty 4401.726192 = -1043946.549003
  nChanged 62
		SP:Iteration 32Q (7393.580000 sec): 3 clusters
  Score: Raw -1048377.641748 + Penalty 4401.726192 = -1043975.915556
  nChanged 60
		SP:Iteration 33Q (7393.610000 sec): 3 clusters
  Score: Raw -1048405.079214 + Penalty 4401.726192 = -1044003.353022
  nChanged 53
		SP:Iteration 34Q (7393.630000 sec): 3 clusters
  Score: Raw -1048431.328182 + Penalty 4401.726192 = -1044029.601990
  nChanged 62
		SP:Iteration 35Q (7393.650000 sec): 3 clusters
  Score: Raw -1048456.718481 + Penalty 4401.726192 = -1044054.992289
  nChanged 61
		SP:Iteration 36Q (7393.670000 sec): 3 clusters
  Score: Raw -1048482.854201 + Penalty 4401.726192 = -1044081.128009
  nChanged 53
		SP:Iteration 37Q (7393.690000 sec): 3 clusters
  Score: Raw -1048510.235651 + Penalty 4401.726192 = -1044108.509459
  nChanged 47
		SP:Iteration 38Q (7393.720000 sec): 3 clusters
  Score: Raw -1048528.941485 + Penalty 4401.726192 = -1044127.215294
  nChanged 42
		SP:Iteration 39Q (7393.740000 sec): 3 clusters
  Score: Raw -1048545.039166 + Penalty 4401.726192 = -1044143.312974
  nChanged 40
		SP:Iteration 40F (7393.760000 sec): 3 clusters
  Score: Raw -1048559.846699 + Penalty 4401.726192 = -1044158.120508
  nChanged 36
		SP:Iteration 41Q (7393.790000 sec): 3 clusters
  Score: Raw -1048572.266606 + Penalty 4401.726192 = -1044170.540414
  nChanged 39
		SP:Iteration 42Q (7393.810000 sec): 3 clusters
  Score: Raw -1048586.800251 + Penalty 4401.726192 = -1044185.074059
  nChanged 40
		SP:Iteration 43Q (7393.830000 sec): 3 clusters
  Score: Raw -1048604.208298 + Penalty 4401.726192 = -1044202.482106
  nChanged 41
		SP:Iteration 44Q (7393.850000 sec): 3 clusters
  Score: Raw -1048619.825097 + Penalty 4401.726192 = -1044218.098905
  nChanged 42
		SP:Iteration 45Q (7393.870000 sec): 3 clusters
  Score: Raw -1048632.757332 + Penalty 4401.726192 = -1044231.031140
  nChanged 29
		SP:Iteration 46Q (7393.890000 sec): 3 clusters
  Score: Raw -1048645.128812 + Penalty 4401.726192 = -1044243.402621
  nChanged 32
		SP:Iteration 47Q (7393.910000 sec): 3 clusters
  Score: Raw -1048655.072273 + Penalty 4401.726192 = -1044253.346082
  nChanged 29
		SP:Iteration 48Q (7393.940000 sec): 3 clusters
  Score: Raw -1048664.045836 + Penalty 4401.726192 = -1044262.319644
  nChanged 30
		SP:Iteration 49Q (7393.960000 sec): 3 clusters
  Score: Raw -1048673.183209 + Penalty 4401.726192 = -1044271.457017
  nChanged 24
		SP:Iteration 50Q (7393.980000 sec): 3 clusters
  Score: Raw -1048680.016158 + Penalty 4401.726192 = -1044278.289967
  nChanged 17
		SP:Iteration 51Q (7394.000000 sec): 3 clusters
  Score: Raw -1048684.884720 + Penalty 4401.726192 = -1044283.158528
  nChanged 13
		SP:Iteration 52Q (7394.030000 sec): 3 clusters
  Score: Raw -1048688.405899 + Penalty 4401.726192 = -1044286.679708
  nChanged 17
		SP:Iteration 53Q (7394.050000 sec): 3 clusters
  Score: Raw -1048692.305735 + Penalty 4401.726192 = -1044290.579543
  nChanged 10
		SP:Iteration 54Q (7394.070000 sec): 3 clusters
  Score: Raw -1048695.046798 + Penalty 4401.726192 = -1044293.320606
  nChanged 4
		SP:Iteration 55Q (7394.090000 sec): 3 clusters
  Score: Raw -1048695.672596 + Penalty 4401.726192 = -1044293.946405
  nChanged 2
		SP:Iteration 56Q (7394.110000 sec): 3 clusters
  Score: Raw -1048695.873303 + Penalty 4401.726192 = -1044294.147111
  nChanged 2
		SP:Iteration 57Q (7394.130000 sec): 3 clusters
  Score: Raw -1048696.350764 + Penalty 4401.726192 = -1044294.624572
  nChanged 5
		SP:Iteration 58Q (7394.150000 sec): 3 clusters
  Score: Raw -1048697.320298 + Penalty 4401.726192 = -1044295.594107
  nChanged 6
		SP:Iteration 59Q (7394.170000 sec): 3 clusters
  Score: Raw -1048699.118474 + Penalty 4401.726192 = -1044297.392282
  nChanged 10
		SP:Iteration 60F (7394.200000 sec): 3 clusters
  Score: Raw -1048701.419108 + Penalty 4401.726192 = -1044299.692917
  nChanged 9
		SP:Iteration 61Q (7394.220000 sec): 3 clusters
  Score: Raw -1048703.178791 + Penalty 4401.726192 = -1044301.452600
  nChanged 1
		SP:Iteration 62Q (7394.240000 sec): 3 clusters
  Score: Raw -1048703.312462 + Penalty 4401.726192 = -1044301.586270
  nChanged 1
		SP:Iteration 63Q (7394.260000 sec): 3 clusters
  Score: Raw -1048703.472538 + Penalty 4401.726192 = -1044301.746346
  nChanged 1
		SP:Iteration 64Q (7394.290000 sec): 3 clusters
  Score: Raw -1048703.535017 + Penalty 4401.726192 = -1044301.808826
  nChanged 1
		SP:Iteration 65Q (7394.310000 sec): 3 clusters
  Score: Raw -1048703.803615 + Penalty 4401.726192 = -1044302.077423
  nChanged 3
		SP:Iteration 66Q (7394.330000 sec): 3 clusters
  Score: Raw -1048704.323858 + Penalty 4401.726192 = -1044302.597667
  nChanged 3
		SP:Iteration 67Q (7394.350000 sec): 3 clusters
  Score: Raw -1048704.909340 + Penalty 4401.726192 = -1044303.183148
  nChanged 1
		SP:Iteration 68Q (7394.370000 sec): 3 clusters
  Score: Raw -1048705.097189 + Penalty 4401.726192 = -1044303.370997
  nChanged 1
		SP:Iteration 69Q (7394.390000 sec): 3 clusters
  Score: Raw -1048705.208347 + Penalty 4401.726192 = -1044303.482156
  nChanged 2
		SP:Iteration 70Q (7394.410000 sec): 3 clusters
  Score: Raw -1048705.807368 + Penalty 4401.726192 = -1044304.081177
  nChanged 3
		SP:Iteration 71Q (7394.430000 sec): 3 clusters
  Score: Raw -1048706.594998 + Penalty 4401.726192 = -1044304.868806
  nChanged 2
		SP:Iteration 72Q (7394.460000 sec): 3 clusters
  Score: Raw -1048706.861786 + Penalty 4401.726192 = -1044305.135594
  nChanged 2
		SP:Iteration 73Q (7394.480000 sec): 3 clusters
  Score: Raw -1048707.025111 + Penalty 4401.726192 = -1044305.298920
  nChanged 2
		SP:Iteration 74Q (7394.500000 sec): 3 clusters
  Score: Raw -1048707.393918 + Penalty 4401.726192 = -1044305.667726
  nChanged 2
		SP:Iteration 75Q (7394.520000 sec): 3 clusters
  Score: Raw -1048707.889482 + Penalty 4401.726192 = -1044306.163290
  nChanged 2
		SP:Iteration 76Q (7394.540000 sec): 3 clusters
  Score: Raw -1048708.218433 + Penalty 4401.726192 = -1044306.492241
  nChanged 1
		SP:Iteration 77Q (7394.560000 sec): 3 clusters
  Score: Raw -1048708.307141 + Penalty 4401.726192 = -1044306.580949
  nChanged 1
		SP:Iteration 78Q (7394.590000 sec): 3 clusters
  Score: Raw -1048708.496705 + Penalty 4401.726192 = -1044306.770513
  nChanged 0
		SP:Iteration 79F (7394.610000 sec): 3 clusters
  Score: Raw -1048708.496705 + Penalty 4401.726192 = -1044306.770513
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7394.630000 sec): 2 clusters
  Score: Raw -1079020.205459 + Penalty 2211.692436 = -1076808.513024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7394.660000 sec): 3 clusters
  Score: Raw -1075140.122338 + Penalty 4423.384871 = -1070716.737466
  nChanged 3000
		SP:Iteration 1F (7394.690000 sec): 3 clusters
  Score: Raw -1076798.949593 + Penalty 4423.384871 = -1072375.564722
  nChanged 507
		SP:Iteration 2F (7394.710000 sec): 3 clusters
  Score: Raw -1077066.763519 + Penalty 4423.384871 = -1072643.378648
  nChanged 367
		SP:Iteration 3Q (7394.730000 sec): 3 clusters
  Score: Raw -1077264.675119 + Penalty 4423.384871 = -1072841.290248
  nChanged 297
		SP:Iteration 4Q (7394.760000 sec): 3 clusters
  Score: Raw -1077400.206137 + Penalty 4423.384871 = -1072976.821266
  nChanged 211
		SP:Iteration 5Q (7394.790000 sec): 3 clusters
  Score: Raw -1077498.860018 + Penalty 4423.384871 = -1073075.475147
  nChanged 192
		SP:Iteration 6Q (7394.810000 sec): 3 clusters
  Score: Raw -1077587.964384 + Penalty 4423.384871 = -1073164.579513
  nChanged 199
		SP:Iteration 7Q (7394.840000 sec): 3 clusters
  Score: Raw -1077682.434252 + Penalty 4423.384871 = -1073259.049381
  nChanged 209
		SP:Iteration 8Q (7394.860000 sec): 3 clusters
  Score: Raw -1077790.377571 + Penalty 4423.384871 = -1073366.992700
  nChanged 221
		SP:Iteration 9Q (7394.890000 sec): 3 clusters
  Score: Raw -1077898.230467 + Penalty 4423.384871 = -1073474.845596
  nChanged 191
		SP:Iteration 10Q (7394.910000 sec): 3 clusters
  Score: Raw -1077984.253370 + Penalty 4423.384871 = -1073560.868499
  nChanged 178
		SP:Iteration 11Q (7394.940000 sec): 3 clusters
  Score: Raw -1078074.750752 + Penalty 4423.384871 = -1073651.365881
  nChanged 195
		SP:Iteration 12Q (7394.970000 sec): 3 clusters
  Score: Raw -1078186.051737 + Penalty 4423.384871 = -1073762.666866
  nChanged 196
		SP:Iteration 13Q (7394.990000 sec): 3 clusters
  Score: Raw -1078299.937618 + Penalty 4423.384871 = -1073876.552747
  nChanged 206
		SP:Iteration 14Q (7395.010000 sec): 3 clusters
  Score: Raw -1078422.304873 + Penalty 4423.384871 = -1073998.920002
  nChanged 200
		SP:Iteration 15Q (7395.040000 sec): 3 clusters
  Score: Raw -1078523.961117 + Penalty 4423.384871 = -1074100.576245
  nChanged 161
		SP:Iteration 16Q (7395.070000 sec): 3 clusters
  Score: Raw -1078614.561592 + Penalty 4423.384871 = -1074191.176721
  nChanged 171
		SP:Iteration 17Q (7395.090000 sec): 3 clusters
  Score: Raw -1078717.199043 + Penalty 4423.384871 = -1074293.814172
  nChanged 162
		SP:Iteration 18Q (7395.110000 sec): 3 clusters
  Score: Raw -1078813.045410 + Penalty 4423.384871 = -1074389.660539
  nChanged 137
		SP:Iteration 19Q (7395.140000 sec): 3 clusters
  Score: Raw -1078891.047767 + Penalty 4423.384871 = -1074467.662896
  nChanged 129
		SP:Iteration 20F (7395.170000 sec): 3 clusters
  Score: Raw -1078961.751300 + Penalty 4423.384871 = -1074538.366429
  nChanged 112
		SP:Iteration 21Q (7395.190000 sec): 3 clusters
  Score: Raw -1079027.967336 + Penalty 4423.384871 = -1074604.582465
  nChanged 114
		SP:Iteration 22Q (7395.210000 sec): 3 clusters
  Score: Raw -1079089.918630 + Penalty 4423.384871 = -1074666.533759
  nChanged 107
		SP:Iteration 23Q (7395.230000 sec): 3 clusters
  Score: Raw -1079143.342998 + Penalty 4423.384871 = -1074719.958127
  nChanged 88
		SP:Iteration 24Q (7395.260000 sec): 3 clusters
  Score: Raw -1079182.880930 + Penalty 4423.384871 = -1074759.496059
  nChanged 76
		SP:Iteration 25Q (7395.280000 sec): 3 clusters
  Score: Raw -1079213.998541 + Penalty 4423.384871 = -1074790.613670
  nChanged 62
		SP:Iteration 26Q (7395.310000 sec): 3 clusters
  Score: Raw -1079240.194419 + Penalty 4423.384871 = -1074816.809548
  nChanged 57
		SP:Iteration 27Q (7395.330000 sec): 3 clusters
  Score: Raw -1079263.352154 + Penalty 4423.384871 = -1074839.967283
  nChanged 52
		SP:Iteration 28Q (7395.350000 sec): 3 clusters
  Score: Raw -1079284.226465 + Penalty 4423.384871 = -1074860.841594
  nChanged 57
		SP:Iteration 29Q (7395.370000 sec): 3 clusters
  Score: Raw -1079303.449322 + Penalty 4423.384871 = -1074880.064451
  nChanged 44
		SP:Iteration 30Q (7395.390000 sec): 3 clusters
  Score: Raw -1079318.911161 + Penalty 4423.384871 = -1074895.526290
  nChanged 36
		SP:Iteration 31Q (7395.420000 sec): 3 clusters
  Score: Raw -1079331.427787 + Penalty 4423.384871 = -1074908.042916
  nChanged 30
		SP:Iteration 32Q (7395.440000 sec): 3 clusters
  Score: Raw -1079341.779637 + Penalty 4423.384871 = -1074918.394766
  nChanged 24
		SP:Iteration 33Q (7395.460000 sec): 3 clusters
  Score: Raw -1079348.560234 + Penalty 4423.384871 = -1074925.175362
  nChanged 17
		SP:Iteration 34Q (7395.490000 sec): 3 clusters
  Score: Raw -1079353.544463 + Penalty 4423.384871 = -1074930.159592
  nChanged 16
		SP:Iteration 35Q (7395.510000 sec): 3 clusters
  Score: Raw -1079357.264371 + Penalty 4423.384871 = -1074933.879500
  nChanged 12
		SP:Iteration 36Q (7395.530000 sec): 3 clusters
  Score: Raw -1079361.469132 + Penalty 4423.384871 = -1074938.084260
  nChanged 9
		SP:Iteration 37Q (7395.550000 sec): 3 clusters
  Score: Raw -1079363.727732 + Penalty 4423.384871 = -1074940.342861
  nChanged 13
		SP:Iteration 38Q (7395.570000 sec): 3 clusters
  Score: Raw -1079366.886509 + Penalty 4423.384871 = -1074943.501638
  nChanged 9
		SP:Iteration 39Q (7395.590000 sec): 3 clusters
  Score: Raw -1079369.212778 + Penalty 4423.384871 = -1074945.827907
  nChanged 8
		SP:Iteration 40F (7395.620000 sec): 3 clusters
  Score: Raw -1079371.323040 + Penalty 4423.384871 = -1074947.938169
  nChanged 5
		SP:Iteration 41Q (7395.640000 sec): 3 clusters
  Score: Raw -1079372.535563 + Penalty 4423.384871 = -1074949.150692
  nChanged 6
		SP:Iteration 42Q (7395.670000 sec): 3 clusters
  Score: Raw -1079374.142658 + Penalty 4423.384871 = -1074950.757787
  nChanged 7
		SP:Iteration 43Q (7395.690000 sec): 3 clusters
  Score: Raw -1079376.736122 + Penalty 4423.384871 = -1074953.351251
  nChanged 11
		SP:Iteration 44Q (7395.710000 sec): 3 clusters
  Score: Raw -1079380.189473 + Penalty 4423.384871 = -1074956.804602
  nChanged 8
		SP:Iteration 45Q (7395.730000 sec): 3 clusters
  Score: Raw -1079382.549157 + Penalty 4423.384871 = -1074959.164286
  nChanged 4
		SP:Iteration 46Q (7395.750000 sec): 3 clusters
  Score: Raw -1079383.294411 + Penalty 4423.384871 = -1074959.909540
  nChanged 2
		SP:Iteration 47Q (7395.770000 sec): 3 clusters
  Score: Raw -1079383.983647 + Penalty 4423.384871 = -1074960.598776
  nChanged 3
		SP:Iteration 48Q (7395.800000 sec): 3 clusters
  Score: Raw -1079384.698005 + Penalty 4423.384871 = -1074961.313134
  nChanged 3
		SP:Iteration 49Q (7395.820000 sec): 3 clusters
  Score: Raw -1079385.337086 + Penalty 4423.384871 = -1074961.952215
  nChanged 5
		SP:Iteration 50Q (7395.840000 sec): 3 clusters
  Score: Raw -1079386.601701 + Penalty 4423.384871 = -1074963.216830
  nChanged 2
		SP:Iteration 51Q (7395.860000 sec): 3 clusters
  Score: Raw -1079387.445515 + Penalty 4423.384871 = -1074964.060643
  nChanged 5
		SP:Iteration 52Q (7395.890000 sec): 3 clusters
  Score: Raw -1079388.593891 + Penalty 4423.384871 = -1074965.209020
  nChanged 5
		SP:Iteration 53Q (7395.910000 sec): 3 clusters
  Score: Raw -1079390.033928 + Penalty 4423.384871 = -1074966.649057
  nChanged 5
		SP:Iteration 54Q (7395.930000 sec): 3 clusters
  Score: Raw -1079391.123577 + Penalty 4423.384871 = -1074967.738706
  nChanged 2
		SP:Iteration 55Q (7395.950000 sec): 3 clusters
  Score: Raw -1079391.572281 + Penalty 4423.384871 = -1074968.187410
  nChanged 3
		SP:Iteration 56Q (7395.970000 sec): 3 clusters
  Score: Raw -1079392.300906 + Penalty 4423.384871 = -1074968.916035
  nChanged 3
		SP:Iteration 57Q (7395.990000 sec): 3 clusters
  Score: Raw -1079392.775387 + Penalty 4423.384871 = -1074969.390516
  nChanged 1
		SP:Iteration 58Q (7396.020000 sec): 3 clusters
  Score: Raw -1079393.050113 + Penalty 4423.384871 = -1074969.665242
  nChanged 1
		SP:Iteration 59Q (7396.040000 sec): 3 clusters
  Score: Raw -1079393.782342 + Penalty 4423.384871 = -1074970.397471
  nChanged 2
		SP:Iteration 60F (7396.070000 sec): 3 clusters
  Score: Raw -1079394.647477 + Penalty 4423.384871 = -1074971.262606
  nChanged 4
		SP:Iteration 61Q (7396.090000 sec): 3 clusters
  Score: Raw -1079395.406434 + Penalty 4423.384871 = -1074972.021563
  nChanged 1
		SP:Iteration 62Q (7396.110000 sec): 3 clusters
  Score: Raw -1079395.873582 + Penalty 4423.384871 = -1074972.488711
  nChanged 1
		SP:Iteration 63Q (7396.130000 sec): 3 clusters
  Score: Raw -1079396.018865 + Penalty 4423.384871 = -1074972.633994
  nChanged 1
		SP:Iteration 64Q (7396.150000 sec): 3 clusters
  Score: Raw -1079396.143786 + Penalty 4423.384871 = -1074972.758915
  nChanged 1
		SP:Iteration 65Q (7396.170000 sec): 3 clusters
  Score: Raw -1079396.352438 + Penalty 4423.384871 = -1074972.967567
  nChanged 2
		SP:Iteration 66Q (7396.200000 sec): 3 clusters
  Score: Raw -1079396.907347 + Penalty 4423.384871 = -1074973.522476
  nChanged 2
		SP:Iteration 67Q (7396.220000 sec): 3 clusters
  Score: Raw -1079397.534065 + Penalty 4423.384871 = -1074974.149194
  nChanged 3
		SP:Iteration 68Q (7396.240000 sec): 3 clusters
  Score: Raw -1079398.510904 + Penalty 4423.384871 = -1074975.126033
  nChanged 4
		SP:Iteration 69Q (7396.260000 sec): 3 clusters
  Score: Raw -1079399.403904 + Penalty 4423.384871 = -1074976.019033
  nChanged 4
		SP:Iteration 70Q (7396.290000 sec): 3 clusters
  Score: Raw -1079400.783390 + Penalty 4423.384871 = -1074977.398519
  nChanged 3
		SP:Iteration 71Q (7396.310000 sec): 3 clusters
  Score: Raw -1079401.745148 + Penalty 4423.384871 = -1074978.360277
  nChanged 1
		SP:Iteration 72Q (7396.330000 sec): 3 clusters
  Score: Raw -1079401.849958 + Penalty 4423.384871 = -1074978.465087
  nChanged 0
		SP:Iteration 73F (7396.350000 sec): 3 clusters
  Score: Raw -1079401.849958 + Penalty 4423.384871 = -1074978.465087
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7396.440000 sec): 2 clusters
  Score: Raw -4018143.892525 + Penalty 2532.321119 = -4015611.571406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7396.530000 sec): 3 clusters
  Score: Raw -4001860.820349 + Penalty 5064.642237 = -3996796.178111
  nChanged 12119
		SP:Iteration 1F (7396.630000 sec): 3 clusters
  Score: Raw -4008396.377028 + Penalty 5064.642237 = -4003331.734791
  nChanged 1341
		SP:Iteration 2Q (7396.720000 sec): 3 clusters
  Score: Raw -4008897.857818 + Penalty 5064.642237 = -4003833.215581
  nChanged 1281
		SP:Iteration 3Q (7396.810000 sec): 3 clusters
  Score: Raw -4009416.321618 + Penalty 5064.642237 = -4004351.679381
  nChanged 1402
		SP:Iteration 4F (7396.910000 sec): 3 clusters
  Score: Raw -4010082.106597 + Penalty 5064.642237 = -4005017.464360
  nChanged 1622
		SP:Iteration 5F (7397.000000 sec): 3 clusters
  Score: Raw -4011074.571191 + Penalty 5064.642237 = -4006009.928954
  nChanged 1993
		SP:Iteration 6F (7397.090000 sec): 3 clusters
  Score: Raw -4012609.768380 + Penalty 5064.642237 = -4007545.126143
  nChanged 2142
		SP:Iteration 7F (7397.190000 sec): 3 clusters
  Score: Raw -4014519.089994 + Penalty 5064.642237 = -4009454.447757
  nChanged 1771
		SP:Iteration 8F (7397.280000 sec): 3 clusters
  Score: Raw -4016233.113041 + Penalty 5064.642237 = -4011168.470804
  nChanged 1212
		SP:Iteration 9Q (7397.370000 sec): 3 clusters
  Score: Raw -4017455.363947 + Penalty 5064.642237 = -4012390.721710
  nChanged 535
		SP:Iteration 10Q (7397.450000 sec): 3 clusters
  Score: Raw -4018001.451066 + Penalty 5064.642237 = -4012936.808828
  nChanged 202
		SP:Iteration 11Q (7397.520000 sec): 3 clusters
  Score: Raw -4018212.296090 + Penalty 5064.642237 = -4013147.653853
  nChanged 76
		SP:Iteration 12Q (7397.590000 sec): 3 clusters
  Score: Raw -4018317.394284 + Penalty 5064.642237 = -4013252.752047
  nChanged 36
		SP:Iteration 13Q (7397.660000 sec): 3 clusters
  Score: Raw -4018373.537636 + Penalty 5064.642237 = -4013308.895399
  nChanged 18
		SP:Iteration 14Q (7397.730000 sec): 3 clusters
  Score: Raw -4018400.813382 + Penalty 5064.642237 = -4013336.171145
  nChanged 12
		SP:Iteration 15Q (7397.790000 sec): 3 clusters
  Score: Raw -4018421.149462 + Penalty 5064.642237 = -4013356.507225
  nChanged 5
		SP:Iteration 16Q (7397.860000 sec): 3 clusters
  Score: Raw -4018429.934959 + Penalty 5064.642237 = -4013365.292722
  nChanged 4
		SP:Iteration 17Q (7397.930000 sec): 3 clusters
  Score: Raw -4018435.141271 + Penalty 5064.642237 = -4013370.499033
  nChanged 7
		SP:Iteration 18Q (7397.990000 sec): 3 clusters
  Score: Raw -4018444.089549 + Penalty 5064.642237 = -4013379.447312
  nChanged 2
		SP:Iteration 19Q (7398.060000 sec): 3 clusters
  Score: Raw -4018449.326370 + Penalty 5064.642237 = -4013384.684133
  nChanged 4
		SP:Iteration 20F (7398.150000 sec): 3 clusters
  Score: Raw -4018457.947324 + Penalty 5064.642237 = -4013393.305087
  nChanged 4
		SP:Iteration 21Q (7398.210000 sec): 3 clusters
  Score: Raw -4018463.103039 + Penalty 5064.642237 = -4013398.460802
  nChanged 0
		SP:Iteration 22F (7398.300000 sec): 3 clusters
  Score: Raw -4018463.103039 + Penalty 5064.642237 = -4013398.460802
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7398.370000 sec): 2 clusters
  Score: Raw -3335349.450442 + Penalty 2501.879269 = -3332847.571173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7398.460000 sec): 3 clusters
  Score: Raw -3320977.540689 + Penalty 5003.758539 = -3315973.782151
  nChanged 10871
		SP:Iteration 1F (7398.540000 sec): 3 clusters
  Score: Raw -3326815.774331 + Penalty 5003.758539 = -3321812.015792
  nChanged 1283
		SP:Iteration 2F (7398.620000 sec): 3 clusters
  Score: Raw -3327281.353551 + Penalty 5003.758539 = -3322277.595012
  nChanged 1143
		SP:Iteration 3Q (7398.710000 sec): 3 clusters
  Score: Raw -3327656.517964 + Penalty 5003.758539 = -3322652.759425
  nChanged 977
		SP:Iteration 4Q (7398.790000 sec): 3 clusters
  Score: Raw -3327992.960410 + Penalty 5003.758539 = -3322989.201872
  nChanged 935
		SP:Iteration 5Q (7398.870000 sec): 3 clusters
  Score: Raw -3328331.832556 + Penalty 5003.758539 = -3323328.074017
  nChanged 913
		SP:Iteration 6Q (7398.950000 sec): 3 clusters
  Score: Raw -3328719.234235 + Penalty 5003.758539 = -3323715.475696
  nChanged 1030
		SP:Iteration 7Q (7399.040000 sec): 3 clusters
  Score: Raw -3329223.805085 + Penalty 5003.758539 = -3324220.046547
  nChanged 1109
		SP:Iteration 8Q (7399.120000 sec): 3 clusters
  Score: Raw -3329847.212662 + Penalty 5003.758539 = -3324843.454123
  nChanged 1136
		SP:Iteration 9Q (7399.200000 sec): 3 clusters
  Score: Raw -3330575.776874 + Penalty 5003.758539 = -3325572.018335
  nChanged 1235
		SP:Iteration 10F (7399.290000 sec): 3 clusters
  Score: Raw -3331473.450901 + Penalty 5003.758539 = -3326469.692363
  nChanged 1213
		SP:Iteration 11F (7399.370000 sec): 3 clusters
  Score: Raw -3332416.396589 + Penalty 5003.758539 = -3327412.638051
  nChanged 1079
		SP:Iteration 12Q (7399.450000 sec): 3 clusters
  Score: Raw -3333281.842608 + Penalty 5003.758539 = -3328278.084069
  nChanged 951
		SP:Iteration 13Q (7399.530000 sec): 3 clusters
  Score: Raw -3334014.150285 + Penalty 5003.758539 = -3329010.391746
  nChanged 732
		SP:Iteration 14Q (7399.600000 sec): 3 clusters
  Score: Raw -3334596.442615 + Penalty 5003.758539 = -3329592.684077
  nChanged 541
		SP:Iteration 15Q (7399.680000 sec): 3 clusters
  Score: Raw -3335000.214090 + Penalty 5003.758539 = -3329996.455551
  nChanged 402
		SP:Iteration 16Q (7399.750000 sec): 3 clusters
  Score: Raw -3335284.497425 + Penalty 5003.758539 = -3330280.738887
  nChanged 289
		SP:Iteration 17Q (7399.810000 sec): 3 clusters
  Score: Raw -3335462.494908 + Penalty 5003.758539 = -3330458.736369
  nChanged 196
		SP:Iteration 18Q (7399.880000 sec): 3 clusters
  Score: Raw -3335581.875607 + Penalty 5003.758539 = -3330578.117068
  nChanged 153
		SP:Iteration 19Q (7399.940000 sec): 3 clusters
  Score: Raw -3335670.998468 + Penalty 5003.758539 = -3330667.239929
  nChanged 98
		SP:Iteration 20F (7400.030000 sec): 3 clusters
  Score: Raw -3335724.612355 + Penalty 5003.758539 = -3330720.853816
  nChanged 79
		SP:Iteration 21Q (7400.090000 sec): 3 clusters
  Score: Raw -3335769.695753 + Penalty 5003.758539 = -3330765.937214
  nChanged 71
		SP:Iteration 22Q (7400.150000 sec): 3 clusters
  Score: Raw -3335810.504490 + Penalty 5003.758539 = -3330806.745952
  nChanged 58
		SP:Iteration 23Q (7400.220000 sec): 3 clusters
  Score: Raw -3335844.897504 + Penalty 5003.758539 = -3330841.138965
  nChanged 56
		SP:Iteration 24Q (7400.280000 sec): 3 clusters
  Score: Raw -3335878.922659 + Penalty 5003.758539 = -3330875.164120
  nChanged 56
		SP:Iteration 25Q (7400.340000 sec): 3 clusters
  Score: Raw -3335910.929567 + Penalty 5003.758539 = -3330907.171029
  nChanged 41
		SP:Iteration 26Q (7400.400000 sec): 3 clusters
  Score: Raw -3335933.407055 + Penalty 5003.758539 = -3330929.648516
  nChanged 30
		SP:Iteration 27Q (7400.460000 sec): 3 clusters
  Score: Raw -3335946.492546 + Penalty 5003.758539 = -3330942.734008
  nChanged 18
		SP:Iteration 28Q (7400.520000 sec): 3 clusters
  Score: Raw -3335956.909073 + Penalty 5003.758539 = -3330953.150534
  nChanged 23
		SP:Iteration 29Q (7400.580000 sec): 3 clusters
  Score: Raw -3335969.145458 + Penalty 5003.758539 = -3330965.386919
  nChanged 20
		SP:Iteration 30Q (7400.650000 sec): 3 clusters
  Score: Raw -3335978.415527 + Penalty 5003.758539 = -3330974.656988
  nChanged 21
		SP:Iteration 31Q (7400.710000 sec): 3 clusters
  Score: Raw -3335989.197803 + Penalty 5003.758539 = -3330985.439264
  nChanged 17
		SP:Iteration 32Q (7400.770000 sec): 3 clusters
  Score: Raw -3335996.549085 + Penalty 5003.758539 = -3330992.790546
  nChanged 9
		SP:Iteration 33Q (7400.830000 sec): 3 clusters
  Score: Raw -3335999.606981 + Penalty 5003.758539 = -3330995.848442
  nChanged 7
		SP:Iteration 34Q (7400.890000 sec): 3 clusters
  Score: Raw -3336002.462712 + Penalty 5003.758539 = -3330998.704173
  nChanged 7
		SP:Iteration 35Q (7400.950000 sec): 3 clusters
  Score: Raw -3336004.859859 + Penalty 5003.758539 = -3331001.101320
  nChanged 5
		SP:Iteration 36Q (7401.010000 sec): 3 clusters
  Score: Raw -3336008.165619 + Penalty 5003.758539 = -3331004.407080
  nChanged 7
		SP:Iteration 37Q (7401.070000 sec): 3 clusters
  Score: Raw -3336010.443757 + Penalty 5003.758539 = -3331006.685218
  nChanged 0
		SP:Iteration 38F (7401.150000 sec): 3 clusters
  Score: Raw -3336010.443757 + Penalty 5003.758539 = -3331006.685218
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7401.170000 sec): 2 clusters
  Score: Raw -494000.591510 + Penalty 2019.015069 = -491981.576441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7401.180000 sec): 3 clusters
  Score: Raw -492468.189862 + Penalty 4038.030138 = -488430.159725
  nChanged 1255
		SP:Iteration 1F (7401.200000 sec): 3 clusters
  Score: Raw -493247.807078 + Penalty 4038.030138 = -489209.776940
  nChanged 264
		SP:Iteration 2F (7401.210000 sec): 3 clusters
  Score: Raw -493420.478245 + Penalty 4038.030138 = -489382.448107
  nChanged 170
		SP:Iteration 3Q (7401.220000 sec): 3 clusters
  Score: Raw -493541.063814 + Penalty 4038.030138 = -489503.033676
  nChanged 146
		SP:Iteration 4Q (7401.230000 sec): 3 clusters
  Score: Raw -493642.278927 + Penalty 4038.030138 = -489604.248790
  nChanged 122
		SP:Iteration 5Q (7401.240000 sec): 3 clusters
  Score: Raw -493737.752586 + Penalty 4038.030138 = -489699.722448
  nChanged 106
		SP:Iteration 6Q (7401.250000 sec): 3 clusters
  Score: Raw -493808.382370 + Penalty 4038.030138 = -489770.352232
  nChanged 92
		SP:Iteration 7Q (7401.260000 sec): 3 clusters
  Score: Raw -493873.708768 + Penalty 4038.030138 = -489835.678631
  nChanged 78
		SP:Iteration 8Q (7401.280000 sec): 3 clusters
  Score: Raw -493924.701971 + Penalty 4038.030138 = -489886.671834
  nChanged 67
		SP:Iteration 9Q (7401.290000 sec): 3 clusters
  Score: Raw -493967.485140 + Penalty 4038.030138 = -489929.455002
  nChanged 72
		SP:Iteration 10Q (7401.300000 sec): 3 clusters
  Score: Raw -494020.988305 + Penalty 4038.030138 = -489982.958168
  nChanged 68
		SP:Iteration 11Q (7401.310000 sec): 3 clusters
  Score: Raw -494066.579631 + Penalty 4038.030138 = -490028.549494
  nChanged 61
		SP:Iteration 12Q (7401.320000 sec): 3 clusters
  Score: Raw -494111.370241 + Penalty 4038.030138 = -490073.340104
  nChanged 64
		SP:Iteration 13Q (7401.330000 sec): 3 clusters
  Score: Raw -494158.572411 + Penalty 4038.030138 = -490120.542274
  nChanged 54
		SP:Iteration 14Q (7401.340000 sec): 3 clusters
  Score: Raw -494198.258311 + Penalty 4038.030138 = -490160.228174
  nChanged 55
		SP:Iteration 15Q (7401.360000 sec): 3 clusters
  Score: Raw -494229.520856 + Penalty 4038.030138 = -490191.490719
  nChanged 47
		SP:Iteration 16Q (7401.370000 sec): 3 clusters
  Score: Raw -494261.236516 + Penalty 4038.030138 = -490223.206378
  nChanged 43
		SP:Iteration 17Q (7401.380000 sec): 3 clusters
  Score: Raw -494287.852240 + Penalty 4038.030138 = -490249.822102
  nChanged 39
		SP:Iteration 18Q (7401.390000 sec): 3 clusters
  Score: Raw -494311.163979 + Penalty 4038.030138 = -490273.133842
  nChanged 47
		SP:Iteration 19Q (7401.400000 sec): 3 clusters
  Score: Raw -494343.357998 + Penalty 4038.030138 = -490305.327861
  nChanged 52
		SP:Iteration 20F (7401.410000 sec): 3 clusters
  Score: Raw -494392.038058 + Penalty 4038.030138 = -490354.007920
  nChanged 68
		SP:Iteration 21Q (7401.420000 sec): 3 clusters
  Score: Raw -494446.202494 + Penalty 4038.030138 = -490408.172357
  nChanged 68
		SP:Iteration 22Q (7401.430000 sec): 3 clusters
  Score: Raw -494513.026092 + Penalty 4038.030138 = -490474.995954
  nChanged 79
		SP:Iteration 23Q (7401.440000 sec): 3 clusters
  Score: Raw -494610.016721 + Penalty 4038.030138 = -490571.986584
  nChanged 94
		SP:Iteration 24Q (7401.460000 sec): 3 clusters
  Score: Raw -494743.278509 + Penalty 4038.030138 = -490705.248371
  nChanged 114
		SP:Iteration 25Q (7401.460000 sec): 3 clusters
  Score: Raw -494899.006943 + Penalty 4038.030138 = -490860.976806
  nChanged 111
		SP:Iteration 26Q (7401.480000 sec): 3 clusters
  Score: Raw -495073.885658 + Penalty 4038.030138 = -491035.855520
  nChanged 112
		SP:Iteration 27Q (7401.490000 sec): 3 clusters
  Score: Raw -495232.237819 + Penalty 4038.030138 = -491194.207682
  nChanged 98
		SP:Iteration 28Q (7401.500000 sec): 3 clusters
  Score: Raw -495350.915501 + Penalty 4038.030138 = -491312.885363
  nChanged 70
		SP:Iteration 29Q (7401.510000 sec): 3 clusters
  Score: Raw -495452.489582 + Penalty 4038.030138 = -491414.459444
  nChanged 67
		SP:Iteration 30Q (7401.520000 sec): 3 clusters
  Score: Raw -495542.062363 + Penalty 4038.030138 = -491504.032225
  nChanged 57
		SP:Iteration 31Q (7401.520000 sec): 3 clusters
  Score: Raw -495609.544000 + Penalty 4038.030138 = -491571.513862
  nChanged 45
		SP:Iteration 32Q (7401.540000 sec): 3 clusters
  Score: Raw -495658.752949 + Penalty 4038.030138 = -491620.722812
  nChanged 33
		SP:Iteration 33Q (7401.540000 sec): 3 clusters
  Score: Raw -495690.505038 + Penalty 4038.030138 = -491652.474901
  nChanged 22
		SP:Iteration 34Q (7401.560000 sec): 3 clusters
  Score: Raw -495704.063189 + Penalty 4038.030138 = -491666.033052
  nChanged 18
		SP:Iteration 35Q (7401.560000 sec): 3 clusters
  Score: Raw -495716.310829 + Penalty 4038.030138 = -491678.280691
  nChanged 9
		SP:Iteration 36Q (7401.570000 sec): 3 clusters
  Score: Raw -495720.942862 + Penalty 4038.030138 = -491682.912725
  nChanged 7
		SP:Iteration 37Q (7401.580000 sec): 3 clusters
  Score: Raw -495725.602425 + Penalty 4038.030138 = -491687.572288
  nChanged 5
		SP:Iteration 38Q (7401.590000 sec): 3 clusters
  Score: Raw -495728.104802 + Penalty 4038.030138 = -491690.074665
  nChanged 3
		SP:Iteration 39Q (7401.600000 sec): 3 clusters
  Score: Raw -495729.389511 + Penalty 4038.030138 = -491691.359373
  nChanged 3
		SP:Iteration 40F (7401.610000 sec): 3 clusters
  Score: Raw -495729.822240 + Penalty 4038.030138 = -491691.792103
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7401.620000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7401.620000 sec): 3 clusters
  Score: Raw -126908.938655 + Penalty 3350.283633 = -123558.655021
  nChanged 202
		SP:Iteration 1F (7401.620000 sec): 3 clusters
  Score: Raw -127167.017928 + Penalty 3350.283633 = -123816.734295
  nChanged 49
		SP:Iteration 2F (7401.630000 sec): 3 clusters
  Score: Raw -127267.203144 + Penalty 3350.283633 = -123916.919511
  nChanged 40
		SP:Iteration 3Q (7401.630000 sec): 3 clusters
  Score: Raw -127326.146726 + Penalty 3350.283633 = -123975.863093
  nChanged 16
		SP:Iteration 4Q (7401.630000 sec): 3 clusters
  Score: Raw -127354.230787 + Penalty 3350.283633 = -124003.947154
  nChanged 10
		SP:Iteration 5Q (7401.640000 sec): 3 clusters
  Score: Raw -127365.359568 + Penalty 3350.283633 = -124015.075935
  nChanged 6
		SP:Iteration 6Q (7401.640000 sec): 3 clusters
  Score: Raw -127375.111701 + Penalty 3350.283633 = -124024.828067
  nChanged 5
		SP:Iteration 7Q (7401.640000 sec): 3 clusters
  Score: Raw -127380.777215 + Penalty 3350.283633 = -124030.493581
  nChanged 4
		SP:Iteration 8Q (7401.640000 sec): 3 clusters
  Score: Raw -127386.461215 + Penalty 3350.283633 = -124036.177582
  nChanged 4
		SP:Iteration 9Q (7401.650000 sec): 3 clusters
  Score: Raw -127393.651352 + Penalty 3350.283633 = -124043.367719
  nChanged 5
		SP:Iteration 10Q (7401.650000 sec): 3 clusters
  Score: Raw -127404.243821 + Penalty 3350.283633 = -124053.960188
  nChanged 3
		SP:Iteration 11Q (7401.650000 sec): 3 clusters
  Score: Raw -127408.439280 + Penalty 3350.283633 = -124058.155647
  nChanged 2
		SP:Iteration 12Q (7401.660000 sec): 3 clusters
  Score: Raw -127412.697592 + Penalty 3350.283633 = -124062.413959
  nChanged 3
		SP:Iteration 13Q (7401.660000 sec): 3 clusters
  Score: Raw -127415.281578 + Penalty 3350.283633 = -124064.997944
  nChanged 1
		SP:Iteration 14Q (7401.660000 sec): 3 clusters
  Score: Raw -127415.947726 + Penalty 3350.283633 = -124065.664093
  nChanged 0
		SP:Iteration 15F (7401.660000 sec): 3 clusters
  Score: Raw -127415.947726 + Penalty 3350.283633 = -124065.664093
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7401.670000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7401.670000 sec): 3 clusters
  Score: Raw -33629.451889 + Penalty 2756.186719 = -30873.265170
  nChanged 36
		SP:Iteration 1F (7401.670000 sec): 3 clusters
  Score: Raw -33810.126662 + Penalty 2756.186719 = -31053.939943
  nChanged 12
		SP:Iteration 2Q (7401.670000 sec): 3 clusters
  Score: Raw -33927.638551 + Penalty 2756.186719 = -31171.451832
  nChanged 8
		SP:Iteration 3Q (7401.670000 sec): 3 clusters
  Score: Raw -33959.245368 + Penalty 2756.186719 = -31203.058650
  nChanged 3
		SP:Iteration 4Q (7401.670000 sec): 3 clusters
  Score: Raw -33971.210544 + Penalty 2756.186719 = -31215.023825
  nChanged 1
		SP:Iteration 5Q (7401.670000 sec): 3 clusters
  Score: Raw -33975.665985 + Penalty 2756.186719 = -31219.479267
  nChanged 1
		SP:Iteration 6Q (7401.670000 sec): 3 clusters
  Score: Raw -33980.464323 + Penalty 2756.186719 = -31224.277604
  nChanged 1
		SP:Iteration 7Q (7401.680000 sec): 3 clusters
  Score: Raw -33987.513302 + Penalty 2756.186719 = -31231.326583
  nChanged 0
		SP:Iteration 8F (7401.680000 sec): 3 clusters
  Score: Raw -33987.513302 + Penalty 2756.186719 = -31231.326583
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7401.720000 sec): 2 clusters
  Score: Raw -2055519.275499 + Penalty 2363.519412 = -2053155.756086
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7401.770000 sec): 3 clusters
  Score: Raw -2047817.930863 + Penalty 4727.038825 = -2043090.892038
  nChanged 5865
		SP:Iteration 1F (7401.820000 sec): 3 clusters
  Score: Raw -2050879.203695 + Penalty 4727.038825 = -2046152.164871
  nChanged 859
		SP:Iteration 2F (7401.860000 sec): 3 clusters
  Score: Raw -2051237.444232 + Penalty 4727.038825 = -2046510.405408
  nChanged 671
		SP:Iteration 3Q (7401.910000 sec): 3 clusters
  Score: Raw -2051473.175099 + Penalty 4727.038825 = -2046746.136275
  nChanged 496
		SP:Iteration 4Q (7401.960000 sec): 3 clusters
  Score: Raw -2051650.880055 + Penalty 4727.038825 = -2046923.841231
  nChanged 447
		SP:Iteration 5Q (7402.010000 sec): 3 clusters
  Score: Raw -2051804.691383 + Penalty 4727.038825 = -2047077.652559
  nChanged 408
		SP:Iteration 6Q (7402.050000 sec): 3 clusters
  Score: Raw -2051935.260292 + Penalty 4727.038825 = -2047208.221468
  nChanged 361
		SP:Iteration 7Q (7402.100000 sec): 3 clusters
  Score: Raw -2052053.563068 + Penalty 4727.038825 = -2047326.524243
  nChanged 353
		SP:Iteration 8Q (7402.150000 sec): 3 clusters
  Score: Raw -2052188.420837 + Penalty 4727.038825 = -2047461.382012
  nChanged 378
		SP:Iteration 9Q (7402.200000 sec): 3 clusters
  Score: Raw -2052343.107160 + Penalty 4727.038825 = -2047616.068335
  nChanged 387
		SP:Iteration 10Q (7402.240000 sec): 3 clusters
  Score: Raw -2052517.564777 + Penalty 4727.038825 = -2047790.525952
  nChanged 420
		SP:Iteration 11Q (7402.290000 sec): 3 clusters
  Score: Raw -2052726.846680 + Penalty 4727.038825 = -2047999.807855
  nChanged 487
		SP:Iteration 12Q (7402.340000 sec): 3 clusters
  Score: Raw -2052986.928158 + Penalty 4727.038825 = -2048259.889333
  nChanged 467
		SP:Iteration 13Q (7402.380000 sec): 3 clusters
  Score: Raw -2053261.760089 + Penalty 4727.038825 = -2048534.721265
  nChanged 478
		SP:Iteration 14Q (7402.430000 sec): 3 clusters
  Score: Raw -2053580.264251 + Penalty 4727.038825 = -2048853.225427
  nChanged 522
		SP:Iteration 15Q (7402.480000 sec): 3 clusters
  Score: Raw -2053929.824473 + Penalty 4727.038825 = -2049202.785649
  nChanged 478
		SP:Iteration 16Q (7402.520000 sec): 3 clusters
  Score: Raw -2054254.012003 + Penalty 4727.038825 = -2049526.973179
  nChanged 443
		SP:Iteration 17Q (7402.560000 sec): 3 clusters
  Score: Raw -2054559.037628 + Penalty 4727.038825 = -2049831.998803
  nChanged 355
		SP:Iteration 18Q (7402.610000 sec): 3 clusters
  Score: Raw -2054790.663123 + Penalty 4727.038825 = -2050063.624299
  nChanged 296
		SP:Iteration 19Q (7402.650000 sec): 3 clusters
  Score: Raw -2054981.277593 + Penalty 4727.038825 = -2050254.238768
  nChanged 228
		SP:Iteration 20F (7402.700000 sec): 3 clusters
  Score: Raw -2055118.854506 + Penalty 4727.038825 = -2050391.815682
  nChanged 173
		SP:Iteration 21Q (7402.740000 sec): 3 clusters
  Score: Raw -2055224.054618 + Penalty 4727.038825 = -2050497.015794
  nChanged 178
		SP:Iteration 22Q (7402.780000 sec): 3 clusters
  Score: Raw -2055333.895194 + Penalty 4727.038825 = -2050606.856369
  nChanged 134
		SP:Iteration 23Q (7402.820000 sec): 3 clusters
  Score: Raw -2055419.476724 + Penalty 4727.038825 = -2050692.437899
  nChanged 115
		SP:Iteration 24Q (7402.850000 sec): 3 clusters
  Score: Raw -2055486.381160 + Penalty 4727.038825 = -2050759.342336
  nChanged 99
		SP:Iteration 25Q (7402.890000 sec): 3 clusters
  Score: Raw -2055547.085896 + Penalty 4727.038825 = -2050820.047072
  nChanged 87
		SP:Iteration 26Q (7402.930000 sec): 3 clusters
  Score: Raw -2055603.900194 + Penalty 4727.038825 = -2050876.861369
  nChanged 65
		SP:Iteration 27Q (7402.960000 sec): 3 clusters
  Score: Raw -2055648.450003 + Penalty 4727.038825 = -2050921.411178
  nChanged 46
		SP:Iteration 28Q (7403.000000 sec): 3 clusters
  Score: Raw -2055675.763777 + Penalty 4727.038825 = -2050948.724952
  nChanged 34
		SP:Iteration 29Q (7403.040000 sec): 3 clusters
  Score: Raw -2055696.521360 + Penalty 4727.038825 = -2050969.482535
  nChanged 27
		SP:Iteration 30Q (7403.080000 sec): 3 clusters
  Score: Raw -2055710.403137 + Penalty 4727.038825 = -2050983.364313
  nChanged 22
		SP:Iteration 31Q (7403.110000 sec): 3 clusters
  Score: Raw -2055723.396605 + Penalty 4727.038825 = -2050996.357781
  nChanged 13
		SP:Iteration 32Q (7403.150000 sec): 3 clusters
  Score: Raw -2055731.906103 + Penalty 4727.038825 = -2051004.867278
  nChanged 20
		SP:Iteration 33Q (7403.180000 sec): 3 clusters
  Score: Raw -2055740.506922 + Penalty 4727.038825 = -2051013.468097
  nChanged 14
		SP:Iteration 34Q (7403.220000 sec): 3 clusters
  Score: Raw -2055750.721716 + Penalty 4727.038825 = -2051023.682891
  nChanged 16
		SP:Iteration 35Q (7403.250000 sec): 3 clusters
  Score: Raw -2055760.875123 + Penalty 4727.038825 = -2051033.836299
  nChanged 11
		SP:Iteration 36Q (7403.290000 sec): 3 clusters
  Score: Raw -2055767.779528 + Penalty 4727.038825 = -2051040.740704
  nChanged 9
		SP:Iteration 37Q (7403.320000 sec): 3 clusters
  Score: Raw -2055773.751081 + Penalty 4727.038825 = -2051046.712256
  nChanged 6
		SP:Iteration 38Q (7403.360000 sec): 3 clusters
  Score: Raw -2055776.592246 + Penalty 4727.038825 = -2051049.553422
  nChanged 5
		SP:Iteration 39Q (7403.400000 sec): 3 clusters
  Score: Raw -2055778.151187 + Penalty 4727.038825 = -2051051.112362
  nChanged 3
		SP:Iteration 40F (7403.440000 sec): 3 clusters
  Score: Raw -2055779.457554 + Penalty 4727.038825 = -2051052.418729
  nChanged 1
		SP:Iteration 41Q (7403.480000 sec): 3 clusters
  Score: Raw -2055780.184401 + Penalty 4727.038825 = -2051053.145576
  nChanged 1
		SP:Iteration 42Q (7403.510000 sec): 3 clusters
  Score: Raw -2055780.900659 + Penalty 4727.038825 = -2051053.861834
  nChanged 0
		SP:Iteration 43F (7403.560000 sec): 3 clusters
  Score: Raw -2055780.900659 + Penalty 4727.038825 = -2051053.861834
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7403.780000 sec): 2 clusters
  Score: Raw -10201492.613861 + Penalty 2765.898383 = -10198726.715479
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7404.020000 sec): 3 clusters
  Score: Raw -10157386.111365 + Penalty 5531.796765 = -10151854.314600
  nChanged 32620
		SP:Iteration 1F (7404.260000 sec): 3 clusters
  Score: Raw -10175500.827218 + Penalty 5531.796765 = -10169969.030453
  nChanged 2372
		SP:Iteration 2Q (7404.520000 sec): 3 clusters
  Score: Raw -10176069.651286 + Penalty 5531.796765 = -10170537.854521
  nChanged 2380
		SP:Iteration 3Q (7404.760000 sec): 3 clusters
  Score: Raw -10176663.464722 + Penalty 5531.796765 = -10171131.667957
  nChanged 2439
		SP:Iteration 4Q (7405.010000 sec): 3 clusters
  Score: Raw -10177322.006745 + Penalty 5531.796765 = -10171790.209980
  nChanged 2595
		SP:Iteration 5Q (7405.260000 sec): 3 clusters
  Score: Raw -10178092.729463 + Penalty 5531.796765 = -10172560.932698
  nChanged 2819
		SP:Iteration 6Q (7405.510000 sec): 3 clusters
  Score: Raw -10179019.101902 + Penalty 5531.796765 = -10173487.305137
  nChanged 3160
		SP:Iteration 7Q (7405.760000 sec): 3 clusters
  Score: Raw -10180235.881488 + Penalty 5531.796765 = -10174704.084723
  nChanged 3477
		SP:Iteration 8Q (7406.000000 sec): 3 clusters
  Score: Raw -10181695.212723 + Penalty 5531.796765 = -10176163.415958
  nChanged 3650
		SP:Iteration 9F (7406.250000 sec): 3 clusters
  Score: Raw -10183362.720946 + Penalty 5531.796765 = -10177830.924181
  nChanged 3660
		SP:Iteration 10F (7406.490000 sec): 3 clusters
  Score: Raw -10185133.344729 + Penalty 5531.796765 = -10179601.547964
  nChanged 3662
		SP:Iteration 11F (7406.730000 sec): 3 clusters
  Score: Raw -10187020.140733 + Penalty 5531.796765 = -10181488.343968
  nChanged 3479
		SP:Iteration 12Q (7406.980000 sec): 3 clusters
  Score: Raw -10189001.040122 + Penalty 5531.796765 = -10183469.243357
  nChanged 3535
		SP:Iteration 13F (7407.220000 sec): 3 clusters
  Score: Raw -10191305.099065 + Penalty 5531.796765 = -10185773.302300
  nChanged 3443
		SP:Iteration 14Q (7407.470000 sec): 3 clusters
  Score: Raw -10193868.740849 + Penalty 5531.796765 = -10188336.944084
  nChanged 3135
		SP:Iteration 15Q (7407.720000 sec): 3 clusters
  Score: Raw -10196451.066676 + Penalty 5531.796765 = -10190919.269911
  nChanged 2550
		SP:Iteration 16Q (7407.960000 sec): 3 clusters
  Score: Raw -10198705.276147 + Penalty 5531.796765 = -10193173.479382
  nChanged 1733
		SP:Iteration 17Q (7408.200000 sec): 3 clusters
  Score: Raw -10200287.139382 + Penalty 5531.796765 = -10194755.342617
  nChanged 894
		SP:Iteration 18Q (7408.420000 sec): 3 clusters
  Score: Raw -10201112.618852 + Penalty 5531.796765 = -10195580.822087
  nChanged 371
		SP:Iteration 19Q (7408.620000 sec): 3 clusters
  Score: Raw -10201500.372307 + Penalty 5531.796765 = -10195968.575542
  nChanged 152
		SP:Iteration 20F (7408.860000 sec): 3 clusters
  Score: Raw -10201661.444121 + Penalty 5531.796765 = -10196129.647356
  nChanged 64
		SP:Iteration 21Q (7409.040000 sec): 3 clusters
  Score: Raw -10201728.441493 + Penalty 5531.796765 = -10196196.644728
  nChanged 29
		SP:Iteration 22Q (7409.210000 sec): 3 clusters
  Score: Raw -10201763.551615 + Penalty 5531.796765 = -10196231.754850
  nChanged 17
		SP:Iteration 23Q (7409.380000 sec): 3 clusters
  Score: Raw -10201787.207070 + Penalty 5531.796765 = -10196255.410305
  nChanged 12
		SP:Iteration 24Q (7409.550000 sec): 3 clusters
  Score: Raw -10201807.773223 + Penalty 5531.796765 = -10196275.976458
  nChanged 13
		SP:Iteration 25Q (7409.720000 sec): 3 clusters
  Score: Raw -10201825.092850 + Penalty 5531.796765 = -10196293.296085
  nChanged 17
		SP:Iteration 26Q (7409.890000 sec): 3 clusters
  Score: Raw -10201842.108965 + Penalty 5531.796765 = -10196310.312200
  nChanged 10
		SP:Iteration 27Q (7410.060000 sec): 3 clusters
  Score: Raw -10201853.347467 + Penalty 5531.796765 = -10196321.550702
  nChanged 5
		SP:Iteration 28Q (7410.240000 sec): 3 clusters
  Score: Raw -10201861.735399 + Penalty 5531.796765 = -10196329.938634
  nChanged 7
		SP:Iteration 29Q (7410.400000 sec): 3 clusters
  Score: Raw -10201873.120571 + Penalty 5531.796765 = -10196341.323806
  nChanged 4
		SP:Iteration 30Q (7410.570000 sec): 3 clusters
  Score: Raw -10201878.454774 + Penalty 5531.796765 = -10196346.658009
  nChanged 5
		SP:Iteration 31Q (7410.740000 sec): 3 clusters
  Score: Raw -10201882.895076 + Penalty 5531.796765 = -10196351.098311
  nChanged 2
		SP:Iteration 32Q (7410.910000 sec): 3 clusters
  Score: Raw -10201884.916953 + Penalty 5531.796765 = -10196353.120188
  nChanged 4
		SP:Iteration 33Q (7411.080000 sec): 3 clusters
  Score: Raw -10201890.568714 + Penalty 5531.796765 = -10196358.771949
  nChanged 1
		SP:Iteration 34Q (7411.250000 sec): 3 clusters
  Score: Raw -10201891.634990 + Penalty 5531.796765 = -10196359.838225
  nChanged 1
		SP:Iteration 35Q (7411.420000 sec): 3 clusters
  Score: Raw -10201892.380393 + Penalty 5531.796765 = -10196360.583628
  nChanged 0
		SP:Iteration 36F (7411.660000 sec): 3 clusters
  Score: Raw -10201892.380393 + Penalty 5531.796765 = -10196360.583628
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7411.690000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7411.700000 sec): 3 clusters
  Score: Raw -385295.526933 + Penalty 3923.652944 = -381371.873989
  nChanged 893
		SP:Iteration 1F (7411.710000 sec): 3 clusters
  Score: Raw -385867.582007 + Penalty 3923.652944 = -381943.929064
  nChanged 174
		SP:Iteration 2F (7411.720000 sec): 3 clusters
  Score: Raw -385998.667248 + Penalty 3923.652944 = -382075.014304
  nChanged 114
		SP:Iteration 3Q (7411.730000 sec): 3 clusters
  Score: Raw -386082.281085 + Penalty 3923.652944 = -382158.628141
  nChanged 92
		SP:Iteration 4Q (7411.740000 sec): 3 clusters
  Score: Raw -386142.389297 + Penalty 3923.652944 = -382218.736353
  nChanged 60
		SP:Iteration 5Q (7411.740000 sec): 3 clusters
  Score: Raw -386174.866821 + Penalty 3923.652944 = -382251.213877
  nChanged 37
		SP:Iteration 6Q (7411.760000 sec): 3 clusters
  Score: Raw -386201.210833 + Penalty 3923.652944 = -382277.557890
  nChanged 37
		SP:Iteration 7Q (7411.760000 sec): 3 clusters
  Score: Raw -386220.623673 + Penalty 3923.652944 = -382296.970729
  nChanged 31
		SP:Iteration 8Q (7411.770000 sec): 3 clusters
  Score: Raw -386234.100846 + Penalty 3923.652944 = -382310.447902
  nChanged 19
		SP:Iteration 9Q (7411.780000 sec): 3 clusters
  Score: Raw -386243.288833 + Penalty 3923.652944 = -382319.635889
  nChanged 11
		SP:Iteration 10Q (7411.790000 sec): 3 clusters
  Score: Raw -386248.596244 + Penalty 3923.652944 = -382324.943301
  nChanged 10
		SP:Iteration 11Q (7411.800000 sec): 3 clusters
  Score: Raw -386252.000458 + Penalty 3923.652944 = -382328.347514
  nChanged 4
		SP:Iteration 12Q (7411.810000 sec): 3 clusters
  Score: Raw -386254.189225 + Penalty 3923.652944 = -382330.536281
  nChanged 6
		SP:Iteration 13Q (7411.820000 sec): 3 clusters
  Score: Raw -386256.689719 + Penalty 3923.652944 = -382333.036775
  nChanged 4
		SP:Iteration 14Q (7411.830000 sec): 3 clusters
  Score: Raw -386258.446100 + Penalty 3923.652944 = -382334.793157
  nChanged 2
		SP:Iteration 15Q (7411.840000 sec): 3 clusters
  Score: Raw -386260.494710 + Penalty 3923.652944 = -382336.841766
  nChanged 4
		SP:Iteration 16Q (7411.840000 sec): 3 clusters
  Score: Raw -386262.781354 + Penalty 3923.652944 = -382339.128410
  nChanged 5
		SP:Iteration 17Q (7411.860000 sec): 3 clusters
  Score: Raw -386265.317853 + Penalty 3923.652944 = -382341.664909
  nChanged 9
		SP:Iteration 18Q (7411.860000 sec): 3 clusters
  Score: Raw -386269.611351 + Penalty 3923.652944 = -382345.958407
  nChanged 6
		SP:Iteration 19Q (7411.870000 sec): 3 clusters
  Score: Raw -386273.651130 + Penalty 3923.652944 = -382349.998186
  nChanged 6
		SP:Iteration 20F (7411.880000 sec): 3 clusters
  Score: Raw -386276.345677 + Penalty 3923.652944 = -382352.692733
  nChanged 6
		SP:Iteration 21Q (7411.890000 sec): 3 clusters
  Score: Raw -386278.285255 + Penalty 3923.652944 = -382354.632312
  nChanged 6
		SP:Iteration 22Q (7411.900000 sec): 3 clusters
  Score: Raw -386280.903168 + Penalty 3923.652944 = -382357.250224
  nChanged 4
		SP:Iteration 23Q (7411.910000 sec): 3 clusters
  Score: Raw -386282.771490 + Penalty 3923.652944 = -382359.118546
  nChanged 7
		SP:Iteration 24Q (7411.920000 sec): 3 clusters
  Score: Raw -386285.010634 + Penalty 3923.652944 = -382361.357690
  nChanged 1
		SP:Iteration 25Q (7411.930000 sec): 3 clusters
  Score: Raw -386285.354009 + Penalty 3923.652944 = -382361.701066
  nChanged 0
		SP:Iteration 26F (7411.940000 sec): 3 clusters
  Score: Raw -386285.354009 + Penalty 3923.652944 = -382361.701066
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7411.940000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7411.950000 sec): 3 clusters
  Score: Raw -168850.278882 + Penalty 3494.272938 = -165356.005944
  nChanged 302
		SP:Iteration 1F (7411.950000 sec): 3 clusters
  Score: Raw -169143.616171 + Penalty 3494.272938 = -165649.343233
  nChanged 70
		SP:Iteration 2F (7411.960000 sec): 3 clusters
  Score: Raw -169210.632266 + Penalty 3494.272938 = -165716.359327
  nChanged 32
		SP:Iteration 3Q (7411.960000 sec): 3 clusters
  Score: Raw -169241.158232 + Penalty 3494.272938 = -165746.885294
  nChanged 10
		SP:Iteration 4Q (7411.960000 sec): 3 clusters
  Score: Raw -169251.674219 + Penalty 3494.272938 = -165757.401281
  nChanged 12
		SP:Iteration 5Q (7411.970000 sec): 3 clusters
  Score: Raw -169262.434487 + Penalty 3494.272938 = -165768.161549
  nChanged 5
		SP:Iteration 6Q (7411.970000 sec): 3 clusters
  Score: Raw -169266.968930 + Penalty 3494.272938 = -165772.695992
  nChanged 2
		SP:Iteration 7Q (7411.980000 sec): 3 clusters
  Score: Raw -169268.235345 + Penalty 3494.272938 = -165773.962407
  nChanged 1
		SP:Iteration 8Q (7411.980000 sec): 3 clusters
  Score: Raw -169269.364802 + Penalty 3494.272938 = -165775.091864
  nChanged 1
		SP:Iteration 9Q (7411.980000 sec): 3 clusters
  Score: Raw -169270.472169 + Penalty 3494.272938 = -165776.199231
  nChanged 0
		SP:Iteration 10F (7411.990000 sec): 3 clusters
  Score: Raw -169270.472169 + Penalty 3494.272938 = -165776.199231
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7412.000000 sec): 2 clusters
  Score: Raw -257203.131277 + Penalty 1864.614590 = -255338.516687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7412.000000 sec): 3 clusters
  Score: Raw -256703.172306 + Penalty 3729.229180 = -252973.943126
  nChanged 583
		SP:Iteration 1F (7412.010000 sec): 3 clusters
  Score: Raw -257331.157492 + Penalty 3729.229180 = -253601.928313
  nChanged 171
		SP:Iteration 2F (7412.010000 sec): 3 clusters
  Score: Raw -257531.985930 + Penalty 3729.229180 = -253802.756751
  nChanged 104
		SP:Iteration 3F (7412.020000 sec): 3 clusters
  Score: Raw -257656.937809 + Penalty 3729.229180 = -253927.708629
  nChanged 78
		SP:Iteration 4Q (7412.020000 sec): 3 clusters
  Score: Raw -257725.672856 + Penalty 3729.229180 = -253996.443676
  nChanged 45
		SP:Iteration 5Q (7412.030000 sec): 3 clusters
  Score: Raw -257787.972190 + Penalty 3729.229180 = -254058.743010
  nChanged 46
		SP:Iteration 6Q (7412.040000 sec): 3 clusters
  Score: Raw -257888.985157 + Penalty 3729.229180 = -254159.755977
  nChanged 42
		SP:Iteration 7Q (7412.040000 sec): 3 clusters
  Score: Raw -257985.824192 + Penalty 3729.229180 = -254256.595013
  nChanged 32
		SP:Iteration 8Q (7412.050000 sec): 3 clusters
  Score: Raw -258038.692762 + Penalty 3729.229180 = -254309.463582
  nChanged 19
		SP:Iteration 9Q (7412.060000 sec): 3 clusters
  Score: Raw -258068.315079 + Penalty 3729.229180 = -254339.085899
  nChanged 19
		SP:Iteration 10Q (7412.060000 sec): 3 clusters
  Score: Raw -258085.301981 + Penalty 3729.229180 = -254356.072802
  nChanged 12
		SP:Iteration 11Q (7412.070000 sec): 3 clusters
  Score: Raw -258095.545277 + Penalty 3729.229180 = -254366.316097
  nChanged 10
		SP:Iteration 12Q (7412.070000 sec): 3 clusters
  Score: Raw -258103.508105 + Penalty 3729.229180 = -254374.278926
  nChanged 6
		SP:Iteration 13Q (7412.080000 sec): 3 clusters
  Score: Raw -258110.721011 + Penalty 3729.229180 = -254381.491831
  nChanged 9
		SP:Iteration 14Q (7412.080000 sec): 3 clusters
  Score: Raw -258115.189453 + Penalty 3729.229180 = -254385.960274
  nChanged 3
		SP:Iteration 15Q (7412.090000 sec): 3 clusters
  Score: Raw -258116.564053 + Penalty 3729.229180 = -254387.334874
  nChanged 2
		SP:Iteration 16Q (7412.100000 sec): 3 clusters
  Score: Raw -258117.567142 + Penalty 3729.229180 = -254388.337963
  nChanged 2
		SP:Iteration 17Q (7412.100000 sec): 3 clusters
  Score: Raw -258118.710646 + Penalty 3729.229180 = -254389.481466
  nChanged 3
		SP:Iteration 18Q (7412.110000 sec): 3 clusters
  Score: Raw -258120.535995 + Penalty 3729.229180 = -254391.306815
  nChanged 0
		SP:Iteration 19F (7412.120000 sec): 3 clusters
  Score: Raw -258120.535995 + Penalty 3729.229180 = -254391.306815
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7412.150000 sec): 2 clusters
  Score: Raw -1667290.254940 + Penalty 2305.786630 = -1664984.468310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7412.190000 sec): 3 clusters
  Score: Raw -1661406.633680 + Penalty 4611.573260 = -1656795.060420
  nChanged 4545
		SP:Iteration 1F (7412.220000 sec): 3 clusters
  Score: Raw -1663735.207286 + Penalty 4611.573260 = -1659123.634026
  nChanged 630
		SP:Iteration 2F (7412.260000 sec): 3 clusters
  Score: Raw -1663994.073554 + Penalty 4611.573260 = -1659382.500294
  nChanged 471
		SP:Iteration 3Q (7412.300000 sec): 3 clusters
  Score: Raw -1664162.381825 + Penalty 4611.573260 = -1659550.808566
  nChanged 391
		SP:Iteration 4Q (7412.340000 sec): 3 clusters
  Score: Raw -1664310.854540 + Penalty 4611.573260 = -1659699.281280
  nChanged 350
		SP:Iteration 5Q (7412.370000 sec): 3 clusters
  Score: Raw -1664432.573935 + Penalty 4611.573260 = -1659821.000675
  nChanged 324
		SP:Iteration 6Q (7412.410000 sec): 3 clusters
  Score: Raw -1664564.282972 + Penalty 4611.573260 = -1659952.709712
  nChanged 348
		SP:Iteration 7Q (7412.450000 sec): 3 clusters
  Score: Raw -1664696.886319 + Penalty 4611.573260 = -1660085.313059
  nChanged 329
		SP:Iteration 8Q (7412.480000 sec): 3 clusters
  Score: Raw -1664827.393106 + Penalty 4611.573260 = -1660215.819846
  nChanged 341
		SP:Iteration 9Q (7412.520000 sec): 3 clusters
  Score: Raw -1664975.524840 + Penalty 4611.573260 = -1660363.951580
  nChanged 406
		SP:Iteration 10Q (7412.560000 sec): 3 clusters
  Score: Raw -1665171.056070 + Penalty 4611.573260 = -1660559.482811
  nChanged 396
		SP:Iteration 11Q (7412.600000 sec): 3 clusters
  Score: Raw -1665363.873011 + Penalty 4611.573260 = -1660752.299751
  nChanged 397
		SP:Iteration 12Q (7412.630000 sec): 3 clusters
  Score: Raw -1665583.705070 + Penalty 4611.573260 = -1660972.131810
  nChanged 428
		SP:Iteration 13Q (7412.670000 sec): 3 clusters
  Score: Raw -1665823.241997 + Penalty 4611.573260 = -1661211.668737
  nChanged 395
		SP:Iteration 14Q (7412.710000 sec): 3 clusters
  Score: Raw -1666050.561688 + Penalty 4611.573260 = -1661438.988428
  nChanged 374
		SP:Iteration 15Q (7412.740000 sec): 3 clusters
  Score: Raw -1666298.412618 + Penalty 4611.573260 = -1661686.839358
  nChanged 387
		SP:Iteration 16Q (7412.780000 sec): 3 clusters
  Score: Raw -1666560.401943 + Penalty 4611.573260 = -1661948.828683
  nChanged 332
		SP:Iteration 17Q (7412.820000 sec): 3 clusters
  Score: Raw -1666800.946768 + Penalty 4611.573260 = -1662189.373508
  nChanged 306
		SP:Iteration 18Q (7412.850000 sec): 3 clusters
  Score: Raw -1667024.313648 + Penalty 4611.573260 = -1662412.740388
  nChanged 244
		SP:Iteration 19Q (7412.890000 sec): 3 clusters
  Score: Raw -1667199.969459 + Penalty 4611.573260 = -1662588.396199
  nChanged 160
		SP:Iteration 20F (7412.920000 sec): 3 clusters
  Score: Raw -1667305.652883 + Penalty 4611.573260 = -1662694.079623
  nChanged 125
		SP:Iteration 21Q (7412.960000 sec): 3 clusters
  Score: Raw -1667395.370455 + Penalty 4611.573260 = -1662783.797195
  nChanged 99
		SP:Iteration 22Q (7413.000000 sec): 3 clusters
  Score: Raw -1667472.847917 + Penalty 4611.573260 = -1662861.274657
  nChanged 78
		SP:Iteration 23Q (7413.030000 sec): 3 clusters
  Score: Raw -1667535.278390 + Penalty 4611.573260 = -1662923.705130
  nChanged 55
		SP:Iteration 24Q (7413.060000 sec): 3 clusters
  Score: Raw -1667568.554998 + Penalty 4611.573260 = -1662956.981738
  nChanged 35
		SP:Iteration 25Q (7413.090000 sec): 3 clusters
  Score: Raw -1667595.762652 + Penalty 4611.573260 = -1662984.189392
  nChanged 25
		SP:Iteration 26Q (7413.120000 sec): 3 clusters
  Score: Raw -1667609.296506 + Penalty 4611.573260 = -1662997.723246
  nChanged 10
		SP:Iteration 27Q (7413.160000 sec): 3 clusters
  Score: Raw -1667616.247858 + Penalty 4611.573260 = -1663004.674598
  nChanged 17
		SP:Iteration 28Q (7413.180000 sec): 3 clusters
  Score: Raw -1667627.167795 + Penalty 4611.573260 = -1663015.594535
  nChanged 11
		SP:Iteration 29Q (7413.220000 sec): 3 clusters
  Score: Raw -1667634.380489 + Penalty 4611.573260 = -1663022.807229
  nChanged 8
		SP:Iteration 30Q (7413.250000 sec): 3 clusters
  Score: Raw -1667640.394636 + Penalty 4611.573260 = -1663028.821376
  nChanged 10
		SP:Iteration 31Q (7413.280000 sec): 3 clusters
  Score: Raw -1667648.544771 + Penalty 4611.573260 = -1663036.971511
  nChanged 8
		SP:Iteration 32Q (7413.310000 sec): 3 clusters
  Score: Raw -1667653.840489 + Penalty 4611.573260 = -1663042.267229
  nChanged 8
		SP:Iteration 33Q (7413.340000 sec): 3 clusters
  Score: Raw -1667658.730300 + Penalty 4611.573260 = -1663047.157040
  nChanged 3
		SP:Iteration 34Q (7413.370000 sec): 3 clusters
  Score: Raw -1667660.742212 + Penalty 4611.573260 = -1663049.168953
  nChanged 1
		SP:Iteration 35Q (7413.400000 sec): 3 clusters
  Score: Raw -1667661.515371 + Penalty 4611.573260 = -1663049.942111
  nChanged 2
		SP:Iteration 36Q (7413.430000 sec): 3 clusters
  Score: Raw -1667663.468130 + Penalty 4611.573260 = -1663051.894870
  nChanged 4
		SP:Iteration 37Q (7413.460000 sec): 3 clusters
  Score: Raw -1667666.840442 + Penalty 4611.573260 = -1663055.267182
  nChanged 3
		SP:Iteration 38Q (7413.490000 sec): 3 clusters
  Score: Raw -1667670.294944 + Penalty 4611.573260 = -1663058.721684
  nChanged 5
		SP:Iteration 39Q (7413.520000 sec): 3 clusters
  Score: Raw -1667674.407662 + Penalty 4611.573260 = -1663062.834402
  nChanged 2
		SP:Iteration 40F (7413.560000 sec): 3 clusters
  Score: Raw -1667674.993855 + Penalty 4611.573260 = -1663063.420596
  nChanged 1
		SP:Iteration 41Q (7413.580000 sec): 3 clusters
  Score: Raw -1667675.697625 + Penalty 4611.573260 = -1663064.124365
  nChanged 2
		SP:Iteration 42Q (7413.620000 sec): 3 clusters
  Score: Raw -1667676.896717 + Penalty 4611.573260 = -1663065.323457
  nChanged 3
		SP:Iteration 43Q (7413.640000 sec): 3 clusters
  Score: Raw -1667678.258801 + Penalty 4611.573260 = -1663066.685541
  nChanged 1
		SP:Iteration 44Q (7413.680000 sec): 3 clusters
  Score: Raw -1667678.459407 + Penalty 4611.573260 = -1663066.886147
  nChanged 0
		SP:Iteration 45F (7413.710000 sec): 3 clusters
  Score: Raw -1667678.459407 + Penalty 4611.573260 = -1663066.886147
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7413.760000 sec): 2 clusters
  Score: Raw -1983829.703091 + Penalty 2369.392247 = -1981460.310844
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7413.810000 sec): 3 clusters
  Score: Raw -1975905.773820 + Penalty 4738.784494 = -1971166.989326
  nChanged 6034
		SP:Iteration 1F (7413.860000 sec): 3 clusters
  Score: Raw -1978985.633075 + Penalty 4738.784494 = -1974246.848581
  nChanged 835
		SP:Iteration 2F (7413.900000 sec): 3 clusters
  Score: Raw -1979337.208720 + Penalty 4738.784494 = -1974598.424226
  nChanged 726
		SP:Iteration 3F (7413.950000 sec): 3 clusters
  Score: Raw -1979630.127681 + Penalty 4738.784494 = -1974891.343187
  nChanged 603
		SP:Iteration 4Q (7414.000000 sec): 3 clusters
  Score: Raw -1979871.857141 + Penalty 4738.784494 = -1975133.072648
  nChanged 563
		SP:Iteration 5Q (7414.050000 sec): 3 clusters
  Score: Raw -1980112.620914 + Penalty 4738.784494 = -1975373.836420
  nChanged 532
		SP:Iteration 6Q (7414.090000 sec): 3 clusters
  Score: Raw -1980359.892382 + Penalty 4738.784494 = -1975621.107888
  nChanged 526
		SP:Iteration 7Q (7414.140000 sec): 3 clusters
  Score: Raw -1980642.573554 + Penalty 4738.784494 = -1975903.789061
  nChanged 568
		SP:Iteration 8Q (7414.190000 sec): 3 clusters
  Score: Raw -1980979.132793 + Penalty 4738.784494 = -1976240.348299
  nChanged 624
		SP:Iteration 9Q (7414.240000 sec): 3 clusters
  Score: Raw -1981388.393436 + Penalty 4738.784494 = -1976649.608942
  nChanged 704
		SP:Iteration 10Q (7414.280000 sec): 3 clusters
  Score: Raw -1981920.575633 + Penalty 4738.784494 = -1977181.791139
  nChanged 725
		SP:Iteration 11F (7414.330000 sec): 3 clusters
  Score: Raw -1982499.794379 + Penalty 4738.784494 = -1977761.009885
  nChanged 622
		SP:Iteration 12Q (7414.380000 sec): 3 clusters
  Score: Raw -1983022.735586 + Penalty 4738.784494 = -1978283.951092
  nChanged 474
		SP:Iteration 13Q (7414.420000 sec): 3 clusters
  Score: Raw -1983422.385867 + Penalty 4738.784494 = -1978683.601374
  nChanged 333
		SP:Iteration 14Q (7414.460000 sec): 3 clusters
  Score: Raw -1983728.482439 + Penalty 4738.784494 = -1978989.697945
  nChanged 217
		SP:Iteration 15Q (7414.500000 sec): 3 clusters
  Score: Raw -1983927.741065 + Penalty 4738.784494 = -1979188.956571
  nChanged 125
		SP:Iteration 16Q (7414.540000 sec): 3 clusters
  Score: Raw -1984030.850149 + Penalty 4738.784494 = -1979292.065655
  nChanged 105
		SP:Iteration 17Q (7414.580000 sec): 3 clusters
  Score: Raw -1984115.777748 + Penalty 4738.784494 = -1979376.993254
  nChanged 70
		SP:Iteration 18Q (7414.620000 sec): 3 clusters
  Score: Raw -1984172.386231 + Penalty 4738.784494 = -1979433.601737
  nChanged 50
		SP:Iteration 19Q (7414.660000 sec): 3 clusters
  Score: Raw -1984215.800409 + Penalty 4738.784494 = -1979477.015915
  nChanged 31
		SP:Iteration 20F (7414.700000 sec): 3 clusters
  Score: Raw -1984246.424853 + Penalty 4738.784494 = -1979507.640359
  nChanged 26
		SP:Iteration 21Q (7414.740000 sec): 3 clusters
  Score: Raw -1984267.318820 + Penalty 4738.784494 = -1979528.534326
  nChanged 14
		SP:Iteration 22Q (7414.780000 sec): 3 clusters
  Score: Raw -1984277.623227 + Penalty 4738.784494 = -1979538.838733
  nChanged 10
		SP:Iteration 23Q (7414.810000 sec): 3 clusters
  Score: Raw -1984283.917849 + Penalty 4738.784494 = -1979545.133355
  nChanged 5
		SP:Iteration 24Q (7414.840000 sec): 3 clusters
  Score: Raw -1984289.462842 + Penalty 4738.784494 = -1979550.678348
  nChanged 4
		SP:Iteration 25Q (7414.880000 sec): 3 clusters
  Score: Raw -1984292.084188 + Penalty 4738.784494 = -1979553.299694
  nChanged 4
		SP:Iteration 26Q (7414.920000 sec): 3 clusters
  Score: Raw -1984295.385482 + Penalty 4738.784494 = -1979556.600988
  nChanged 2
		SP:Iteration 27Q (7414.950000 sec): 3 clusters
  Score: Raw -1984297.299786 + Penalty 4738.784494 = -1979558.515292
  nChanged 2
		SP:Iteration 28Q (7414.990000 sec): 3 clusters
  Score: Raw -1984298.122592 + Penalty 4738.784494 = -1979559.338098
  nChanged 1
		SP:Iteration 29Q (7415.020000 sec): 3 clusters
  Score: Raw -1984298.627369 + Penalty 4738.784494 = -1979559.842875
  nChanged 0
		SP:Iteration 30F (7415.070000 sec): 3 clusters
  Score: Raw -1984298.627369 + Penalty 4738.784494 = -1979559.842875
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7415.090000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7415.090000 sec): 3 clusters
  Score: Raw -73199.869804 + Penalty 3074.445443 = -70125.424360
  nChanged 93
		SP:Iteration 1F (7415.090000 sec): 3 clusters
  Score: Raw -73378.030615 + Penalty 3074.445443 = -70303.585172
  nChanged 22
		SP:Iteration 2Q (7415.090000 sec): 3 clusters
  Score: Raw -73426.351005 + Penalty 3074.445443 = -70351.905561
  nChanged 10
		SP:Iteration 3Q (7415.090000 sec): 3 clusters
  Score: Raw -73447.738137 + Penalty 3074.445443 = -70373.292694
  nChanged 1
		SP:Iteration 4Q (7415.090000 sec): 3 clusters
  Score: Raw -73448.676940 + Penalty 3074.445443 = -70374.231497
  nChanged 0
		SP:Iteration 5F (7415.090000 sec): 3 clusters
  Score: Raw -73448.676940 + Penalty 3074.445443 = -70374.231497
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7415.100000 sec): 2 clusters
  Score: Raw -311076.517204 + Penalty 1906.623297 = -309169.893907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7415.110000 sec): 3 clusters
  Score: Raw -310225.452283 + Penalty 3813.246595 = -306412.205688
  nChanged 722
		SP:Iteration 1F (7415.120000 sec): 3 clusters
  Score: Raw -310755.886657 + Penalty 3813.246595 = -306942.640062
  nChanged 152
		SP:Iteration 2F (7415.130000 sec): 3 clusters
  Score: Raw -310879.423945 + Penalty 3813.246595 = -307066.177351
  nChanged 87
		SP:Iteration 3Q (7415.130000 sec): 3 clusters
  Score: Raw -310941.523535 + Penalty 3813.246595 = -307128.276940
  nChanged 62
		SP:Iteration 4Q (7415.140000 sec): 3 clusters
  Score: Raw -310986.903661 + Penalty 3813.246595 = -307173.657066
  nChanged 44
		SP:Iteration 5Q (7415.150000 sec): 3 clusters
  Score: Raw -311020.896324 + Penalty 3813.246595 = -307207.649729
  nChanged 39
		SP:Iteration 6Q (7415.160000 sec): 3 clusters
  Score: Raw -311053.485652 + Penalty 3813.246595 = -307240.239057
  nChanged 37
		SP:Iteration 7Q (7415.160000 sec): 3 clusters
  Score: Raw -311079.799324 + Penalty 3813.246595 = -307266.552729
  nChanged 26
		SP:Iteration 8Q (7415.170000 sec): 3 clusters
  Score: Raw -311097.237138 + Penalty 3813.246595 = -307283.990544
  nChanged 25
		SP:Iteration 9Q (7415.180000 sec): 3 clusters
  Score: Raw -311113.068151 + Penalty 3813.246595 = -307299.821556
  nChanged 16
		SP:Iteration 10Q (7415.190000 sec): 3 clusters
  Score: Raw -311121.989862 + Penalty 3813.246595 = -307308.743268
  nChanged 8
		SP:Iteration 11Q (7415.190000 sec): 3 clusters
  Score: Raw -311126.638560 + Penalty 3813.246595 = -307313.391966
  nChanged 5
		SP:Iteration 12Q (7415.200000 sec): 3 clusters
  Score: Raw -311129.146097 + Penalty 3813.246595 = -307315.899503
  nChanged 4
		SP:Iteration 13Q (7415.210000 sec): 3 clusters
  Score: Raw -311131.399016 + Penalty 3813.246595 = -307318.152421
  nChanged 6
		SP:Iteration 14Q (7415.210000 sec): 3 clusters
  Score: Raw -311134.595614 + Penalty 3813.246595 = -307321.349019
  nChanged 2
		SP:Iteration 15Q (7415.220000 sec): 3 clusters
  Score: Raw -311136.669088 + Penalty 3813.246595 = -307323.422494
  nChanged 4
		SP:Iteration 16Q (7415.230000 sec): 3 clusters
  Score: Raw -311138.207065 + Penalty 3813.246595 = -307324.960470
  nChanged 1
		SP:Iteration 17Q (7415.240000 sec): 3 clusters
  Score: Raw -311138.595974 + Penalty 3813.246595 = -307325.349379
  nChanged 2
		SP:Iteration 18Q (7415.250000 sec): 3 clusters
  Score: Raw -311139.824211 + Penalty 3813.246595 = -307326.577616
  nChanged 3
		SP:Iteration 19Q (7415.250000 sec): 3 clusters
  Score: Raw -311141.279502 + Penalty 3813.246595 = -307328.032908
  nChanged 0
		SP:Iteration 20F (7415.260000 sec): 3 clusters
  Score: Raw -311141.279502 + Penalty 3813.246595 = -307328.032908
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7415.360000 sec): 2 clusters
  Score: Raw -4602218.828069 + Penalty 2568.798938 = -4599650.029131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7415.470000 sec): 3 clusters
  Score: Raw -4583222.705837 + Penalty 5137.597876 = -4578085.107961
  nChanged 14252
		SP:Iteration 1F (7415.590000 sec): 3 clusters
  Score: Raw -4591161.919831 + Penalty 5137.597876 = -4586024.321954
  nChanged 1686
		SP:Iteration 2F (7415.700000 sec): 3 clusters
  Score: Raw -4591947.313389 + Penalty 5137.597876 = -4586809.715513
  nChanged 1787
		SP:Iteration 3F (7415.810000 sec): 3 clusters
  Score: Raw -4592920.839725 + Penalty 5137.597876 = -4587783.241849
  nChanged 1911
		SP:Iteration 4F (7415.920000 sec): 3 clusters
  Score: Raw -4594024.840522 + Penalty 5137.597876 = -4588887.242646
  nChanged 1934
		SP:Iteration 5F (7416.030000 sec): 3 clusters
  Score: Raw -4595269.113133 + Penalty 5137.597876 = -4590131.515257
  nChanged 1971
		SP:Iteration 6F (7416.140000 sec): 3 clusters
  Score: Raw -4596506.530685 + Penalty 5137.597876 = -4591368.932808
  nChanged 1810
		SP:Iteration 7F (7416.250000 sec): 3 clusters
  Score: Raw -4597531.498125 + Penalty 5137.597876 = -4592393.900249
  nChanged 1474
		SP:Iteration 8Q (7416.360000 sec): 3 clusters
  Score: Raw -4598222.900194 + Penalty 5137.597876 = -4593085.302317
  nChanged 1109
		SP:Iteration 9Q (7416.470000 sec): 3 clusters
  Score: Raw -4598593.322852 + Penalty 5137.597876 = -4593455.724975
  nChanged 743
		SP:Iteration 10Q (7416.590000 sec): 3 clusters
  Score: Raw -4598776.580499 + Penalty 5137.597876 = -4593638.982622
  nChanged 500
		SP:Iteration 11Q (7416.700000 sec): 3 clusters
  Score: Raw -4598866.564100 + Penalty 5137.597876 = -4593728.966223
  nChanged 323
		SP:Iteration 12Q (7416.810000 sec): 3 clusters
  Score: Raw -4598912.258886 + Penalty 5137.597876 = -4593774.661009
  nChanged 225
		SP:Iteration 13Q (7416.920000 sec): 3 clusters
  Score: Raw -4598941.786310 + Penalty 5137.597876 = -4593804.188433
  nChanged 188
		SP:Iteration 14Q (7417.030000 sec): 3 clusters
  Score: Raw -4598965.008064 + Penalty 5137.597876 = -4593827.410187
  nChanged 160
		SP:Iteration 15Q (7417.140000 sec): 3 clusters
  Score: Raw -4598982.717668 + Penalty 5137.597876 = -4593845.119791
  nChanged 122
		SP:Iteration 16Q (7417.250000 sec): 3 clusters
  Score: Raw -4598998.019337 + Penalty 5137.597876 = -4593860.421460
  nChanged 130
		SP:Iteration 17Q (7417.360000 sec): 3 clusters
  Score: Raw -4599013.694202 + Penalty 5137.597876 = -4593876.096325
  nChanged 100
		SP:Iteration 18Q (7417.470000 sec): 3 clusters
  Score: Raw -4599023.737787 + Penalty 5137.597876 = -4593886.139910
  nChanged 97
		SP:Iteration 19Q (7417.590000 sec): 3 clusters
  Score: Raw -4599033.503789 + Penalty 5137.597876 = -4593895.905912
  nChanged 82
		SP:Iteration 20F (7417.690000 sec): 3 clusters
  Score: Raw -4599040.961414 + Penalty 5137.597876 = -4593903.363537
  nChanged 81
		SP:Iteration 21Q (7417.810000 sec): 3 clusters
  Score: Raw -4599048.638104 + Penalty 5137.597876 = -4593911.040228
  nChanged 76
		SP:Iteration 22Q (7417.920000 sec): 3 clusters
  Score: Raw -4599055.718916 + Penalty 5137.597876 = -4593918.121040
  nChanged 70
		SP:Iteration 23Q (7418.030000 sec): 3 clusters
  Score: Raw -4599061.791775 + Penalty 5137.597876 = -4593924.193899
  nChanged 76
		SP:Iteration 24Q (7418.140000 sec): 3 clusters
  Score: Raw -4599068.069437 + Penalty 5137.597876 = -4593930.471561
  nChanged 61
		SP:Iteration 25Q (7418.250000 sec): 3 clusters
  Score: Raw -4599073.416153 + Penalty 5137.597876 = -4593935.818277
  nChanged 63
		SP:Iteration 26Q (7418.350000 sec): 3 clusters
  Score: Raw -4599078.731880 + Penalty 5137.597876 = -4593941.134003
  nChanged 59
		SP:Iteration 27Q (7418.460000 sec): 3 clusters
  Score: Raw -4599084.839144 + Penalty 5137.597876 = -4593947.241268
  nChanged 57
		SP:Iteration 28Q (7418.570000 sec): 3 clusters
  Score: Raw -4599091.404932 + Penalty 5137.597876 = -4593953.807056
  nChanged 67
		SP:Iteration 29Q (7418.680000 sec): 3 clusters
  Score: Raw -4599096.394880 + Penalty 5137.597876 = -4593958.797004
  nChanged 60
		SP:Iteration 30Q (7418.780000 sec): 3 clusters
  Score: Raw -4599100.572887 + Penalty 5137.597876 = -4593962.975010
  nChanged 55
		SP:Iteration 31Q (7418.890000 sec): 3 clusters
  Score: Raw -4599104.436438 + Penalty 5137.597876 = -4593966.838561
  nChanged 50
		SP:Iteration 32Q (7419.000000 sec): 3 clusters
  Score: Raw -4599107.658225 + Penalty 5137.597876 = -4593970.060349
  nChanged 53
		SP:Iteration 33Q (7419.110000 sec): 3 clusters
  Score: Raw -4599111.595622 + Penalty 5137.597876 = -4593973.997745
  nChanged 45
		SP:Iteration 34Q (7419.210000 sec): 3 clusters
  Score: Raw -4599114.984071 + Penalty 5137.597876 = -4593977.386195
  nChanged 50
		SP:Iteration 35Q (7419.330000 sec): 3 clusters
  Score: Raw -4599118.203438 + Penalty 5137.597876 = -4593980.605562
  nChanged 43
		SP:Iteration 36Q (7419.430000 sec): 3 clusters
  Score: Raw -4599121.373914 + Penalty 5137.597876 = -4593983.776038
  nChanged 40
		SP:Iteration 37Q (7419.550000 sec): 3 clusters
  Score: Raw -4599123.970605 + Penalty 5137.597876 = -4593986.372729
  nChanged 35
		SP:Iteration 38Q (7419.650000 sec): 3 clusters
  Score: Raw -4599126.508595 + Penalty 5137.597876 = -4593988.910719
  nChanged 34
		SP:Iteration 39Q (7419.760000 sec): 3 clusters
  Score: Raw -4599128.940764 + Penalty 5137.597876 = -4593991.342887
  nChanged 40
		SP:Iteration 40F (7419.870000 sec): 3 clusters
  Score: Raw -4599131.689657 + Penalty 5137.597876 = -4593994.091780
  nChanged 44
		SP:Iteration 41Q (7419.980000 sec): 3 clusters
  Score: Raw -4599134.285086 + Penalty 5137.597876 = -4593996.687210
  nChanged 34
		SP:Iteration 42Q (7420.090000 sec): 3 clusters
  Score: Raw -4599136.748911 + Penalty 5137.597876 = -4593999.151035
  nChanged 34
		SP:Iteration 43Q (7420.200000 sec): 3 clusters
  Score: Raw -4599139.139778 + Penalty 5137.597876 = -4594001.541902
  nChanged 30
		SP:Iteration 44Q (7420.310000 sec): 3 clusters
  Score: Raw -4599140.731791 + Penalty 5137.597876 = -4594003.133915
  nChanged 30
		SP:Iteration 45Q (7420.430000 sec): 3 clusters
  Score: Raw -4599142.294403 + Penalty 5137.597876 = -4594004.696526
  nChanged 28
		SP:Iteration 46Q (7420.540000 sec): 3 clusters
  Score: Raw -4599143.785289 + Penalty 5137.597876 = -4594006.187412
  nChanged 26
		SP:Iteration 47Q (7420.650000 sec): 3 clusters
  Score: Raw -4599145.275669 + Penalty 5137.597876 = -4594007.677793
  nChanged 21
		SP:Iteration 48Q (7420.760000 sec): 3 clusters
  Score: Raw -4599146.337697 + Penalty 5137.597876 = -4594008.739820
  nChanged 14
		SP:Iteration 49Q (7420.870000 sec): 3 clusters
  Score: Raw -4599147.103719 + Penalty 5137.597876 = -4594009.505843
  nChanged 17
		SP:Iteration 50Q (7420.980000 sec): 3 clusters
  Score: Raw -4599148.194831 + Penalty 5137.597876 = -4594010.596955
  nChanged 20
		SP:Iteration 51Q (7421.090000 sec): 3 clusters
  Score: Raw -4599149.395956 + Penalty 5137.597876 = -4594011.798079
  nChanged 18
		SP:Iteration 52Q (7421.210000 sec): 3 clusters
  Score: Raw -4599150.443486 + Penalty 5137.597876 = -4594012.845610
  nChanged 18
		SP:Iteration 53Q (7421.310000 sec): 3 clusters
  Score: Raw -4599151.520327 + Penalty 5137.597876 = -4594013.922450
  nChanged 17
		SP:Iteration 54Q (7421.420000 sec): 3 clusters
  Score: Raw -4599152.448699 + Penalty 5137.597876 = -4594014.850823
  nChanged 16
		SP:Iteration 55Q (7421.530000 sec): 3 clusters
  Score: Raw -4599153.094019 + Penalty 5137.597876 = -4594015.496142
  nChanged 14
		SP:Iteration 56Q (7421.650000 sec): 3 clusters
  Score: Raw -4599153.798622 + Penalty 5137.597876 = -4594016.200745
  nChanged 21
		SP:Iteration 57Q (7421.760000 sec): 3 clusters
  Score: Raw -4599154.934539 + Penalty 5137.597876 = -4594017.336663
  nChanged 16
		SP:Iteration 58Q (7421.870000 sec): 3 clusters
  Score: Raw -4599155.902755 + Penalty 5137.597876 = -4594018.304878
  nChanged 15
		SP:Iteration 59Q (7421.980000 sec): 3 clusters
  Score: Raw -4599156.542429 + Penalty 5137.597876 = -4594018.944552
  nChanged 12
		SP:Iteration 60F (7422.090000 sec): 3 clusters
  Score: Raw -4599156.992897 + Penalty 5137.597876 = -4594019.395021
  nChanged 9
		SP:Iteration 61Q (7422.200000 sec): 3 clusters
  Score: Raw -4599157.449637 + Penalty 5137.597876 = -4594019.851761
  nChanged 11
		SP:Iteration 62Q (7422.310000 sec): 3 clusters
  Score: Raw -4599157.970816 + Penalty 5137.597876 = -4594020.372939
  nChanged 10
		SP:Iteration 63Q (7422.430000 sec): 3 clusters
  Score: Raw -4599158.259735 + Penalty 5137.597876 = -4594020.661859
  nChanged 3
		SP:Iteration 64Q (7422.530000 sec): 3 clusters
  Score: Raw -4599158.397948 + Penalty 5137.597876 = -4594020.800072
  nChanged 6
		SP:Iteration 65Q (7422.650000 sec): 3 clusters
  Score: Raw -4599158.674836 + Penalty 5137.597876 = -4594021.076960
  nChanged 11
		SP:Iteration 66Q (7422.760000 sec): 3 clusters
  Score: Raw -4599159.211350 + Penalty 5137.597876 = -4594021.613474
  nChanged 12
		SP:Iteration 67Q (7422.870000 sec): 3 clusters
  Score: Raw -4599159.899523 + Penalty 5137.597876 = -4594022.301647
  nChanged 13
		SP:Iteration 68Q (7422.980000 sec): 3 clusters
  Score: Raw -4599160.517209 + Penalty 5137.597876 = -4594022.919333
  nChanged 12
		SP:Iteration 69Q (7423.090000 sec): 3 clusters
  Score: Raw -4599161.226558 + Penalty 5137.597876 = -4594023.628681
  nChanged 16
		SP:Iteration 70Q (7423.200000 sec): 3 clusters
  Score: Raw -4599162.039448 + Penalty 5137.597876 = -4594024.441572
  nChanged 16
		SP:Iteration 71Q (7423.310000 sec): 3 clusters
  Score: Raw -4599162.867329 + Penalty 5137.597876 = -4594025.269453
  nChanged 17
		SP:Iteration 72Q (7423.430000 sec): 3 clusters
  Score: Raw -4599163.772342 + Penalty 5137.597876 = -4594026.174466
  nChanged 29
		SP:Iteration 73Q (7423.530000 sec): 3 clusters
  Score: Raw -4599165.269845 + Penalty 5137.597876 = -4594027.671969
  nChanged 19
		SP:Iteration 74Q (7423.650000 sec): 3 clusters
  Score: Raw -4599166.172301 + Penalty 5137.597876 = -4594028.574425
  nChanged 16
		SP:Iteration 75Q (7423.760000 sec): 3 clusters
  Score: Raw -4599166.892555 + Penalty 5137.597876 = -4594029.294679
  nChanged 20
		SP:Iteration 76Q (7423.870000 sec): 3 clusters
  Score: Raw -4599167.747248 + Penalty 5137.597876 = -4594030.149372
  nChanged 18
		SP:Iteration 77Q (7423.980000 sec): 3 clusters
  Score: Raw -4599168.415588 + Penalty 5137.597876 = -4594030.817712
  nChanged 12
		SP:Iteration 78Q (7424.090000 sec): 3 clusters
  Score: Raw -4599168.833476 + Penalty 5137.597876 = -4594031.235600
  nChanged 7
		SP:Iteration 79Q (7424.210000 sec): 3 clusters
  Score: Raw -4599169.044897 + Penalty 5137.597876 = -4594031.447020
  nChanged 7
		SP:Iteration 80F (7424.320000 sec): 3 clusters
  Score: Raw -4599169.363569 + Penalty 5137.597876 = -4594031.765692
  nChanged 10
		SP:Iteration 81Q (7424.430000 sec): 3 clusters
  Score: Raw -4599169.727819 + Penalty 5137.597876 = -4594032.129943
  nChanged 6
		SP:Iteration 82Q (7424.540000 sec): 3 clusters
  Score: Raw -4599169.941929 + Penalty 5137.597876 = -4594032.344052
  nChanged 3
		SP:Iteration 83Q (7424.650000 sec): 3 clusters
  Score: Raw -4599170.112030 + Penalty 5137.597876 = -4594032.514154
  nChanged 4
		SP:Iteration 84Q (7424.760000 sec): 3 clusters
  Score: Raw -4599170.360989 + Penalty 5137.597876 = -4594032.763112
  nChanged 11
		SP:Iteration 85Q (7424.870000 sec): 3 clusters
  Score: Raw -4599170.994740 + Penalty 5137.597876 = -4594033.396863
  nChanged 12
		SP:Iteration 86Q (7424.980000 sec): 3 clusters
  Score: Raw -4599171.642530 + Penalty 5137.597876 = -4594034.044654
  nChanged 14
		SP:Iteration 87Q (7425.090000 sec): 3 clusters
  Score: Raw -4599172.301100 + Penalty 5137.597876 = -4594034.703224
  nChanged 10
		SP:Iteration 88Q (7425.210000 sec): 3 clusters
  Score: Raw -4599172.762859 + Penalty 5137.597876 = -4594035.164983
  nChanged 10
		SP:Iteration 89Q (7425.310000 sec): 3 clusters
  Score: Raw -4599173.224138 + Penalty 5137.597876 = -4594035.626262
  nChanged 8
		SP:Iteration 90Q (7425.420000 sec): 3 clusters
  Score: Raw -4599173.632256 + Penalty 5137.597876 = -4594036.034379
  nChanged 11
		SP:Iteration 91Q (7425.530000 sec): 3 clusters
  Score: Raw -4599174.262091 + Penalty 5137.597876 = -4594036.664214
  nChanged 12
		SP:Iteration 92Q (7425.640000 sec): 3 clusters
  Score: Raw -4599174.788477 + Penalty 5137.597876 = -4594037.190601
  nChanged 8
		SP:Iteration 93Q (7425.750000 sec): 3 clusters
  Score: Raw -4599175.170146 + Penalty 5137.597876 = -4594037.572270
  nChanged 8
		SP:Iteration 94Q (7425.850000 sec): 3 clusters
  Score: Raw -4599175.429743 + Penalty 5137.597876 = -4594037.831866
  nChanged 3
		SP:Iteration 95Q (7425.960000 sec): 3 clusters
  Score: Raw -4599175.568501 + Penalty 5137.597876 = -4594037.970624
  nChanged 4
		SP:Iteration 96Q (7426.070000 sec): 3 clusters
  Score: Raw -4599175.770268 + Penalty 5137.597876 = -4594038.172391
  nChanged 5
		SP:Iteration 97Q (7426.180000 sec): 3 clusters
  Score: Raw -4599175.929371 + Penalty 5137.597876 = -4594038.331495
  nChanged 4
		SP:Iteration 98Q (7426.290000 sec): 3 clusters
  Score: Raw -4599176.069123 + Penalty 5137.597876 = -4594038.471246
  nChanged 8
		SP:Iteration 99Q (7426.390000 sec): 3 clusters
  Score: Raw -4599176.476618 + Penalty 5137.597876 = -4594038.878741
  nChanged 7
		SP:Iteration 100F (7426.510000 sec): 3 clusters
  Score: Raw -4599176.737022 + Penalty 5137.597876 = -4594039.139146
  nChanged 5
		SP:Iteration 101Q (7426.610000 sec): 3 clusters
  Score: Raw -4599176.942235 + Penalty 5137.597876 = -4594039.344359
  nChanged 7
		SP:Iteration 102Q (7426.730000 sec): 3 clusters
  Score: Raw -4599177.324041 + Penalty 5137.597876 = -4594039.726165
  nChanged 11
		SP:Iteration 103Q (7426.830000 sec): 3 clusters
  Score: Raw -4599177.751880 + Penalty 5137.597876 = -4594040.154004
  nChanged 7
		SP:Iteration 104Q (7426.940000 sec): 3 clusters
  Score: Raw -4599178.075924 + Penalty 5137.597876 = -4594040.478047
  nChanged 7
		SP:Iteration 105Q (7427.050000 sec): 3 clusters
  Score: Raw -4599178.353440 + Penalty 5137.597876 = -4594040.755563
  nChanged 8
		SP:Iteration 106Q (7427.160000 sec): 3 clusters
  Score: Raw -4599178.568783 + Penalty 5137.597876 = -4594040.970906
  nChanged 6
		SP:Iteration 107Q (7427.270000 sec): 3 clusters
  Score: Raw -4599178.799958 + Penalty 5137.597876 = -4594041.202081
  nChanged 5
		SP:Iteration 108Q (7427.380000 sec): 3 clusters
  Score: Raw -4599179.142433 + Penalty 5137.597876 = -4594041.544556
  nChanged 7
		SP:Iteration 109Q (7427.490000 sec): 3 clusters
  Score: Raw -4599179.609441 + Penalty 5137.597876 = -4594042.011565
  nChanged 13
		SP:Iteration 110Q (7427.610000 sec): 3 clusters
  Score: Raw -4599180.283854 + Penalty 5137.597876 = -4594042.685978
  nChanged 14
		SP:Iteration 111Q (7427.720000 sec): 3 clusters
  Score: Raw -4599180.885853 + Penalty 5137.597876 = -4594043.287977
  nChanged 11
		SP:Iteration 112Q (7427.830000 sec): 3 clusters
  Score: Raw -4599181.357754 + Penalty 5137.597876 = -4594043.759877
  nChanged 14
		SP:Iteration 113Q (7427.940000 sec): 3 clusters
  Score: Raw -4599182.043780 + Penalty 5137.597876 = -4594044.445904
  nChanged 13
		SP:Iteration 114Q (7428.050000 sec): 3 clusters
  Score: Raw -4599182.817493 + Penalty 5137.597876 = -4594045.219616
  nChanged 19
		SP:Iteration 115Q (7428.160000 sec): 3 clusters
  Score: Raw -4599183.784851 + Penalty 5137.597876 = -4594046.186974
  nChanged 21
		SP:Iteration 116Q (7428.270000 sec): 3 clusters
  Score: Raw -4599184.986050 + Penalty 5137.597876 = -4594047.388174
  nChanged 21
		SP:Iteration 117Q (7428.380000 sec): 3 clusters
  Score: Raw -4599186.142552 + Penalty 5137.597876 = -4594048.544676
  nChanged 30
		SP:Iteration 118Q (7428.490000 sec): 3 clusters
  Score: Raw -4599188.106102 + Penalty 5137.597876 = -4594050.508226
  nChanged 36
		SP:Iteration 119Q (7428.600000 sec): 3 clusters
  Score: Raw -4599190.852590 + Penalty 5137.597876 = -4594053.254713
  nChanged 42
		SP:Iteration 120F (7428.710000 sec): 3 clusters
  Score: Raw -4599193.756284 + Penalty 5137.597876 = -4594056.158408
  nChanged 38
		SP:Iteration 121Q (7428.820000 sec): 3 clusters
  Score: Raw -4599196.972306 + Penalty 5137.597876 = -4594059.374430
  nChanged 52
		SP:Iteration 122Q (7428.930000 sec): 3 clusters
  Score: Raw -4599200.873622 + Penalty 5137.597876 = -4594063.275745
  nChanged 53
		SP:Iteration 123Q (7429.050000 sec): 3 clusters
  Score: Raw -4599205.144208 + Penalty 5137.597876 = -4594067.546331
  nChanged 59
		SP:Iteration 124Q (7429.160000 sec): 3 clusters
  Score: Raw -4599210.168300 + Penalty 5137.597876 = -4594072.570423
  nChanged 69
		SP:Iteration 125Q (7429.270000 sec): 3 clusters
  Score: Raw -4599216.142985 + Penalty 5137.597876 = -4594078.545109
  nChanged 74
		SP:Iteration 126Q (7429.380000 sec): 3 clusters
  Score: Raw -4599222.508628 + Penalty 5137.597876 = -4594084.910751
  nChanged 74
		SP:Iteration 127Q (7429.490000 sec): 3 clusters
  Score: Raw -4599229.166773 + Penalty 5137.597876 = -4594091.568896
  nChanged 95
		SP:Iteration 128Q (7429.600000 sec): 3 clusters
  Score: Raw -4599238.694321 + Penalty 5137.597876 = -4594101.096445
  nChanged 115
		SP:Iteration 129Q (7429.710000 sec): 3 clusters
  Score: Raw -4599250.733421 + Penalty 5137.597876 = -4594113.135544
  nChanged 142
		SP:Iteration 130Q (7429.830000 sec): 3 clusters
  Score: Raw -4599268.227501 + Penalty 5137.597876 = -4594130.629625
  nChanged 154
		SP:Iteration 131Q (7429.940000 sec): 3 clusters
  Score: Raw -4599289.753450 + Penalty 5137.597876 = -4594152.155574
  nChanged 191
		SP:Iteration 132Q (7430.050000 sec): 3 clusters
  Score: Raw -4599318.536793 + Penalty 5137.597876 = -4594180.938916
  nChanged 205
		SP:Iteration 133Q (7430.160000 sec): 3 clusters
  Score: Raw -4599351.983412 + Penalty 5137.597876 = -4594214.385536
  nChanged 225
		SP:Iteration 134Q (7430.270000 sec): 3 clusters
  Score: Raw -4599391.814003 + Penalty 5137.597876 = -4594254.216126
  nChanged 250
		SP:Iteration 135Q (7430.380000 sec): 3 clusters
  Score: Raw -4599440.647574 + Penalty 5137.597876 = -4594303.049698
  nChanged 297
		SP:Iteration 136Q (7430.490000 sec): 3 clusters
  Score: Raw -4599508.170684 + Penalty 5137.597876 = -4594370.572807
  nChanged 325
		SP:Iteration 137Q (7430.600000 sec): 3 clusters
  Score: Raw -4599588.158157 + Penalty 5137.597876 = -4594450.560280
  nChanged 349
		SP:Iteration 138Q (7430.710000 sec): 3 clusters
  Score: Raw -4599680.882217 + Penalty 5137.597876 = -4594543.284341
  nChanged 415
		SP:Iteration 139Q (7430.820000 sec): 3 clusters
  Score: Raw -4599811.038461 + Penalty 5137.597876 = -4594673.440584
  nChanged 468
		SP:Iteration 140F (7430.930000 sec): 3 clusters
  Score: Raw -4599993.509988 + Penalty 5137.597876 = -4594855.912112
  nChanged 519
		SP:Iteration 141Q (7431.040000 sec): 3 clusters
  Score: Raw -4600246.857954 + Penalty 5137.597876 = -4595109.260078
  nChanged 583
		SP:Iteration 142Q (7431.150000 sec): 3 clusters
  Score: Raw -4600646.456340 + Penalty 5137.597876 = -4595508.858464
  nChanged 633
		SP:Iteration 143Q (7431.260000 sec): 3 clusters
  Score: Raw -4601310.348418 + Penalty 5137.597876 = -4596172.750542
  nChanged 608
		SP:Iteration 144Q (7431.370000 sec): 3 clusters
  Score: Raw -4602182.353472 + Penalty 5137.597876 = -4597044.755596
  nChanged 426
		SP:Iteration 145Q (7431.470000 sec): 3 clusters
  Score: Raw -4602647.863153 + Penalty 5137.597876 = -4597510.265276
  nChanged 315
		SP:Iteration 146Q (7431.560000 sec): 3 clusters
  Score: Raw -4602858.651002 + Penalty 5137.597876 = -4597721.053126
  nChanged 255
		SP:Iteration 147Q (7431.650000 sec): 3 clusters
  Score: Raw -4602981.369645 + Penalty 5137.597876 = -4597843.771769
  nChanged 190
		SP:Iteration 148Q (7431.740000 sec): 3 clusters
  Score: Raw -4603053.163145 + Penalty 5137.597876 = -4597915.565269
  nChanged 147
		SP:Iteration 149Q (7431.830000 sec): 3 clusters
  Score: Raw -4603104.122237 + Penalty 5137.597876 = -4597966.524360
  nChanged 112
		SP:Iteration 150Q (7431.910000 sec): 3 clusters
  Score: Raw -4603135.995173 + Penalty 5137.597876 = -4597998.397297
  nChanged 99
		SP:Iteration 151Q (7432.000000 sec): 3 clusters
  Score: Raw -4603161.890673 + Penalty 5137.597876 = -4598024.292797
  nChanged 70
		SP:Iteration 152Q (7432.090000 sec): 3 clusters
  Score: Raw -4603177.598465 + Penalty 5137.597876 = -4598040.000588
  nChanged 54
		SP:Iteration 153Q (7432.170000 sec): 3 clusters
  Score: Raw -4603190.063890 + Penalty 5137.597876 = -4598052.466014
  nChanged 42
		SP:Iteration 154Q (7432.260000 sec): 3 clusters
  Score: Raw -4603198.810209 + Penalty 5137.597876 = -4598061.212333
  nChanged 32
		SP:Iteration 155Q (7432.340000 sec): 3 clusters
  Score: Raw -4603204.132463 + Penalty 5137.597876 = -4598066.534586
  nChanged 23
		SP:Iteration 156Q (7432.430000 sec): 3 clusters
  Score: Raw -4603206.988482 + Penalty 5137.597876 = -4598069.390606
  nChanged 18
		SP:Iteration 157Q (7432.510000 sec): 3 clusters
  Score: Raw -4603209.386817 + Penalty 5137.597876 = -4598071.788941
  nChanged 9
		SP:Iteration 158Q (7432.600000 sec): 3 clusters
  Score: Raw -4603210.705892 + Penalty 5137.597876 = -4598073.108016
  nChanged 10
		SP:Iteration 159Q (7432.680000 sec): 3 clusters
  Score: Raw -4603212.215341 + Penalty 5137.597876 = -4598074.617465
  nChanged 12
		SP:Iteration 160F (7432.790000 sec): 3 clusters
  Score: Raw -4603214.147686 + Penalty 5137.597876 = -4598076.549810
  nChanged 14
		SP:Iteration 161Q (7432.870000 sec): 3 clusters
  Score: Raw -4603215.894540 + Penalty 5137.597876 = -4598078.296663
  nChanged 9
		SP:Iteration 162Q (7432.960000 sec): 3 clusters
  Score: Raw -4603217.017009 + Penalty 5137.597876 = -4598079.419133
  nChanged 10
		SP:Iteration 163Q (7433.040000 sec): 3 clusters
  Score: Raw -4603218.995856 + Penalty 5137.597876 = -4598081.397979
  nChanged 11
		SP:Iteration 164Q (7433.120000 sec): 3 clusters
  Score: Raw -4603220.899162 + Penalty 5137.597876 = -4598083.301286
  nChanged 10
		SP:Iteration 165Q (7433.210000 sec): 3 clusters
  Score: Raw -4603222.182109 + Penalty 5137.597876 = -4598084.584233
  nChanged 7
		SP:Iteration 166Q (7433.290000 sec): 3 clusters
  Score: Raw -4603223.342491 + Penalty 5137.597876 = -4598085.744614
  nChanged 4
		SP:Iteration 167Q (7433.380000 sec): 3 clusters
  Score: Raw -4603223.934787 + Penalty 5137.597876 = -4598086.336911
  nChanged 2
		SP:Iteration 168Q (7433.460000 sec): 3 clusters
  Score: Raw -4603224.392028 + Penalty 5137.597876 = -4598086.794152
  nChanged 4
		SP:Iteration 169Q (7433.540000 sec): 3 clusters
  Score: Raw -4603224.964547 + Penalty 5137.597876 = -4598087.366670
  nChanged 6
		SP:Iteration 170Q (7433.620000 sec): 3 clusters
  Score: Raw -4603225.799716 + Penalty 5137.597876 = -4598088.201840
  nChanged 6
		SP:Iteration 171Q (7433.710000 sec): 3 clusters
  Score: Raw -4603226.812707 + Penalty 5137.597876 = -4598089.214830
  nChanged 7
		SP:Iteration 172Q (7433.800000 sec): 3 clusters
  Score: Raw -4603228.048021 + Penalty 5137.597876 = -4598090.450144
  nChanged 9
		SP:Iteration 173Q (7433.880000 sec): 3 clusters
  Score: Raw -4603229.239177 + Penalty 5137.597876 = -4598091.641301
  nChanged 4
		SP:Iteration 174Q (7433.960000 sec): 3 clusters
  Score: Raw -4603229.787337 + Penalty 5137.597876 = -4598092.189461
  nChanged 7
		SP:Iteration 175Q (7434.040000 sec): 3 clusters
  Score: Raw -4603230.421472 + Penalty 5137.597876 = -4598092.823595
  nChanged 5
		SP:Iteration 176Q (7434.120000 sec): 3 clusters
  Score: Raw -4603231.196878 + Penalty 5137.597876 = -4598093.599001
  nChanged 4
		SP:Iteration 177Q (7434.210000 sec): 3 clusters
  Score: Raw -4603231.827628 + Penalty 5137.597876 = -4598094.229752
  nChanged 3
		SP:Iteration 178Q (7434.290000 sec): 3 clusters
  Score: Raw -4603232.401770 + Penalty 5137.597876 = -4598094.803894
  nChanged 6
		SP:Iteration 179Q (7434.380000 sec): 3 clusters
  Score: Raw -4603233.158295 + Penalty 5137.597876 = -4598095.560418
  nChanged 5
		SP:Iteration 180F (7434.490000 sec): 3 clusters
  Score: Raw -4603233.930710 + Penalty 5137.597876 = -4598096.332834
  nChanged 6
		SP:Iteration 181Q (7434.570000 sec): 3 clusters
  Score: Raw -4603234.712669 + Penalty 5137.597876 = -4598097.114793
  nChanged 4
		SP:Iteration 182Q (7434.660000 sec): 3 clusters
  Score: Raw -4603235.316699 + Penalty 5137.597876 = -4598097.718822
  nChanged 6
		SP:Iteration 183Q (7434.740000 sec): 3 clusters
  Score: Raw -4603236.088659 + Penalty 5137.597876 = -4598098.490783
  nChanged 4
		SP:Iteration 184Q (7434.830000 sec): 3 clusters
  Score: Raw -4603236.727833 + Penalty 5137.597876 = -4598099.129957
  nChanged 3
		SP:Iteration 185Q (7434.920000 sec): 3 clusters
  Score: Raw -4603237.299649 + Penalty 5137.597876 = -4598099.701772
  nChanged 5
		SP:Iteration 186Q (7435.000000 sec): 3 clusters
  Score: Raw -4603238.012892 + Penalty 5137.597876 = -4598100.415015
  nChanged 4
		SP:Iteration 187Q (7435.080000 sec): 3 clusters
  Score: Raw -4603238.644080 + Penalty 5137.597876 = -4598101.046203
  nChanged 2
		SP:Iteration 188Q (7435.170000 sec): 3 clusters
  Score: Raw -4603238.878799 + Penalty 5137.597876 = -4598101.280922
  nChanged 4
		SP:Iteration 189Q (7435.260000 sec): 3 clusters
  Score: Raw -4603239.701369 + Penalty 5137.597876 = -4598102.103492
  nChanged 5
		SP:Iteration 190Q (7435.340000 sec): 3 clusters
  Score: Raw -4603240.219379 + Penalty 5137.597876 = -4598102.621503
  nChanged 3
		SP:Iteration 191Q (7435.420000 sec): 3 clusters
  Score: Raw -4603240.791239 + Penalty 5137.597876 = -4598103.193363
  nChanged 7
		SP:Iteration 192Q (7435.500000 sec): 3 clusters
  Score: Raw -4603242.582671 + Penalty 5137.597876 = -4598104.984795
  nChanged 9
		SP:Iteration 193Q (7435.590000 sec): 3 clusters
  Score: Raw -4603244.719930 + Penalty 5137.597876 = -4598107.122054
  nChanged 7
		SP:Iteration 194Q (7435.670000 sec): 3 clusters
  Score: Raw -4603245.873640 + Penalty 5137.597876 = -4598108.275764
  nChanged 8
		SP:Iteration 195Q (7435.760000 sec): 3 clusters
  Score: Raw -4603247.101380 + Penalty 5137.597876 = -4598109.503504
  nChanged 7
		SP:Iteration 196Q (7435.840000 sec): 3 clusters
  Score: Raw -4603248.674142 + Penalty 5137.597876 = -4598111.076266
  nChanged 9
		SP:Iteration 197Q (7435.920000 sec): 3 clusters
  Score: Raw -4603250.408637 + Penalty 5137.597876 = -4598112.810761
  nChanged 10
		SP:Iteration 198Q (7436.010000 sec): 3 clusters
  Score: Raw -4603251.949337 + Penalty 5137.597876 = -4598114.351460
  nChanged 6
		SP:Iteration 199Q (7436.090000 sec): 3 clusters
  Score: Raw -4603253.544116 + Penalty 5137.597876 = -4598115.946239
  nChanged 8
		SP:Iteration 200F (7436.200000 sec): 3 clusters
  Score: Raw -4603254.752426 + Penalty 5137.597876 = -4598117.154549
  nChanged 8
		SP:Iteration 201Q (7436.290000 sec): 3 clusters
  Score: Raw -4603256.190158 + Penalty 5137.597876 = -4598118.592282
  nChanged 12
		SP:Iteration 202Q (7436.370000 sec): 3 clusters
  Score: Raw -4603257.977496 + Penalty 5137.597876 = -4598120.379620
  nChanged 7
		SP:Iteration 203Q (7436.460000 sec): 3 clusters
  Score: Raw -4603258.519877 + Penalty 5137.597876 = -4598120.922000
  nChanged 3
		SP:Iteration 204Q (7436.540000 sec): 3 clusters
  Score: Raw -4603259.093761 + Penalty 5137.597876 = -4598121.495885
  nChanged 5
		SP:Iteration 205Q (7436.620000 sec): 3 clusters
  Score: Raw -4603259.781132 + Penalty 5137.597876 = -4598122.183256
  nChanged 6
		SP:Iteration 206Q (7436.710000 sec): 3 clusters
  Score: Raw -4603260.647331 + Penalty 5137.597876 = -4598123.049455
  nChanged 7
		SP:Iteration 207Q (7436.800000 sec): 3 clusters
  Score: Raw -4603261.822413 + Penalty 5137.597876 = -4598124.224537
  nChanged 4
		SP:Iteration 208Q (7436.880000 sec): 3 clusters
  Score: Raw -4603262.287091 + Penalty 5137.597876 = -4598124.689214
  nChanged 2
		SP:Iteration 209Q (7436.970000 sec): 3 clusters
  Score: Raw -4603262.496870 + Penalty 5137.597876 = -4598124.898994
  nChanged 1
		SP:Iteration 210Q (7437.050000 sec): 3 clusters
  Score: Raw -4603262.573740 + Penalty 5137.597876 = -4598124.975864
  nChanged 1
		SP:Iteration 211Q (7437.140000 sec): 3 clusters
  Score: Raw -4603262.690976 + Penalty 5137.597876 = -4598125.093100
  nChanged 1
		SP:Iteration 212Q (7437.220000 sec): 3 clusters
  Score: Raw -4603262.788687 + Penalty 5137.597876 = -4598125.190811
  nChanged 0
		SP:Iteration 213F (7437.330000 sec): 3 clusters
  Score: Raw -4603262.788687 + Penalty 5137.597876 = -4598125.190811
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7437.640000 sec): 2 clusters
  Score: Raw -14350476.635145 + Penalty 2851.932735 = -14347624.702410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7437.980000 sec): 3 clusters
  Score: Raw -14287389.788243 + Penalty 5703.865470 = -14281685.922773
  nChanged 46534
		SP:Iteration 1F (7438.330000 sec): 3 clusters
  Score: Raw -14314091.250404 + Penalty 5703.865470 = -14308387.384934
  nChanged 3621
		SP:Iteration 2Q (7438.680000 sec): 3 clusters
  Score: Raw -14315059.655146 + Penalty 5703.865470 = -14309355.789676
  nChanged 3825
		SP:Iteration 3Q (7439.040000 sec): 3 clusters
  Score: Raw -14316243.008925 + Penalty 5703.865470 = -14310539.143455
  nChanged 4223
		SP:Iteration 4Q (7439.390000 sec): 3 clusters
  Score: Raw -14317739.221618 + Penalty 5703.865470 = -14312035.356148
  nChanged 4670
		SP:Iteration 5Q (7439.740000 sec): 3 clusters
  Score: Raw -14319620.093866 + Penalty 5703.865470 = -14313916.228395
  nChanged 5177
		SP:Iteration 6F (7440.080000 sec): 3 clusters
  Score: Raw -14322061.777739 + Penalty 5703.865470 = -14316357.912269
  nChanged 5723
		SP:Iteration 7F (7440.430000 sec): 3 clusters
  Score: Raw -14325179.212425 + Penalty 5703.865470 = -14319475.346955
  nChanged 6066
		SP:Iteration 8F (7440.780000 sec): 3 clusters
  Score: Raw -14328997.006882 + Penalty 5703.865470 = -14323293.141411
  nChanged 6096
		SP:Iteration 9F (7441.120000 sec): 3 clusters
  Score: Raw -14333470.071001 + Penalty 5703.865470 = -14327766.205531
  nChanged 5769
		SP:Iteration 10F (7441.470000 sec): 3 clusters
  Score: Raw -14338479.741494 + Penalty 5703.865470 = -14332775.876024
  nChanged 4652
		SP:Iteration 11Q (7441.810000 sec): 3 clusters
  Score: Raw -14342770.489719 + Penalty 5703.865470 = -14337066.624249
  nChanged 3122
		SP:Iteration 12Q (7442.140000 sec): 3 clusters
  Score: Raw -14345682.000765 + Penalty 5703.865470 = -14339978.135295
  nChanged 2091
		SP:Iteration 13Q (7442.440000 sec): 3 clusters
  Score: Raw -14347463.704094 + Penalty 5703.865470 = -14341759.838624
  nChanged 1402
		SP:Iteration 14Q (7442.730000 sec): 3 clusters
  Score: Raw -14348500.625191 + Penalty 5703.865470 = -14342796.759721
  nChanged 950
		SP:Iteration 15Q (7443.000000 sec): 3 clusters
  Score: Raw -14349104.325610 + Penalty 5703.865470 = -14343400.460140
  nChanged 712
		SP:Iteration 16Q (7443.270000 sec): 3 clusters
  Score: Raw -14349469.407788 + Penalty 5703.865470 = -14343765.542318
  nChanged 515
		SP:Iteration 17Q (7443.540000 sec): 3 clusters
  Score: Raw -14349730.654157 + Penalty 5703.865470 = -14344026.788687
  nChanged 469
		SP:Iteration 18Q (7443.800000 sec): 3 clusters
  Score: Raw -14349963.392011 + Penalty 5703.865470 = -14344259.526541
  nChanged 396
		SP:Iteration 19Q (7444.060000 sec): 3 clusters
  Score: Raw -14350148.655669 + Penalty 5703.865470 = -14344444.790199
  nChanged 370
		SP:Iteration 20F (7444.410000 sec): 3 clusters
  Score: Raw -14350313.423423 + Penalty 5703.865470 = -14344609.557952
  nChanged 321
		SP:Iteration 21Q (7444.670000 sec): 3 clusters
  Score: Raw -14350436.651103 + Penalty 5703.865470 = -14344732.785632
  nChanged 283
		SP:Iteration 22Q (7444.920000 sec): 3 clusters
  Score: Raw -14350552.139335 + Penalty 5703.865470 = -14344848.273865
  nChanged 285
		SP:Iteration 23Q (7445.180000 sec): 3 clusters
  Score: Raw -14350662.420871 + Penalty 5703.865470 = -14344958.555400
  nChanged 230
		SP:Iteration 24Q (7445.440000 sec): 3 clusters
  Score: Raw -14350736.027019 + Penalty 5703.865470 = -14345032.161549
  nChanged 181
		SP:Iteration 25Q (7445.700000 sec): 3 clusters
  Score: Raw -14350790.831648 + Penalty 5703.865470 = -14345086.966177
  nChanged 131
		SP:Iteration 26Q (7445.950000 sec): 3 clusters
  Score: Raw -14350831.946696 + Penalty 5703.865470 = -14345128.081226
  nChanged 130
		SP:Iteration 27Q (7446.200000 sec): 3 clusters
  Score: Raw -14350871.200318 + Penalty 5703.865470 = -14345167.334848
  nChanged 115
		SP:Iteration 28Q (7446.450000 sec): 3 clusters
  Score: Raw -14350902.719491 + Penalty 5703.865470 = -14345198.854021
  nChanged 99
		SP:Iteration 29Q (7446.700000 sec): 3 clusters
  Score: Raw -14350930.159277 + Penalty 5703.865470 = -14345226.293807
  nChanged 81
		SP:Iteration 30Q (7446.950000 sec): 3 clusters
  Score: Raw -14350949.621240 + Penalty 5703.865470 = -14345245.755770
  nChanged 74
		SP:Iteration 31Q (7447.200000 sec): 3 clusters
  Score: Raw -14350970.228406 + Penalty 5703.865470 = -14345266.362936
  nChanged 69
		SP:Iteration 32Q (7447.450000 sec): 3 clusters
  Score: Raw -14350990.423488 + Penalty 5703.865470 = -14345286.558018
  nChanged 68
		SP:Iteration 33Q (7447.700000 sec): 3 clusters
  Score: Raw -14351008.450170 + Penalty 5703.865470 = -14345304.584700
  nChanged 69
		SP:Iteration 34Q (7447.950000 sec): 3 clusters
  Score: Raw -14351026.399626 + Penalty 5703.865470 = -14345322.534156
  nChanged 68
		SP:Iteration 35Q (7448.200000 sec): 3 clusters
  Score: Raw -14351042.413957 + Penalty 5703.865470 = -14345338.548487
  nChanged 58
		SP:Iteration 36Q (7448.440000 sec): 3 clusters
  Score: Raw -14351059.080848 + Penalty 5703.865470 = -14345355.215378
  nChanged 54
		SP:Iteration 37Q (7448.690000 sec): 3 clusters
  Score: Raw -14351073.072117 + Penalty 5703.865470 = -14345369.206647
  nChanged 45
		SP:Iteration 38Q (7448.940000 sec): 3 clusters
  Score: Raw -14351084.627220 + Penalty 5703.865470 = -14345380.761750
  nChanged 38
		SP:Iteration 39Q (7449.190000 sec): 3 clusters
  Score: Raw -14351094.525028 + Penalty 5703.865470 = -14345390.659558
  nChanged 46
		SP:Iteration 40F (7449.530000 sec): 3 clusters
  Score: Raw -14351104.740716 + Penalty 5703.865470 = -14345400.875246
  nChanged 32
		SP:Iteration 41Q (7449.780000 sec): 3 clusters
  Score: Raw -14351114.063294 + Penalty 5703.865470 = -14345410.197824
  nChanged 26
		SP:Iteration 42Q (7450.020000 sec): 3 clusters
  Score: Raw -14351120.933941 + Penalty 5703.865470 = -14345417.068471
  nChanged 28
		SP:Iteration 43Q (7450.270000 sec): 3 clusters
  Score: Raw -14351127.158196 + Penalty 5703.865470 = -14345423.292726
  nChanged 24
		SP:Iteration 44Q (7450.520000 sec): 3 clusters
  Score: Raw -14351131.879830 + Penalty 5703.865470 = -14345428.014360
  nChanged 26
		SP:Iteration 45Q (7450.760000 sec): 3 clusters
  Score: Raw -14351137.019322 + Penalty 5703.865470 = -14345433.153852
  nChanged 18
		SP:Iteration 46Q (7451.010000 sec): 3 clusters
  Score: Raw -14351140.897517 + Penalty 5703.865470 = -14345437.032046
  nChanged 15
		SP:Iteration 47Q (7451.260000 sec): 3 clusters
  Score: Raw -14351143.805500 + Penalty 5703.865470 = -14345439.940030
  nChanged 13
		SP:Iteration 48Q (7451.510000 sec): 3 clusters
  Score: Raw -14351146.192025 + Penalty 5703.865470 = -14345442.326555
  nChanged 10
		SP:Iteration 49Q (7451.760000 sec): 3 clusters
  Score: Raw -14351148.102863 + Penalty 5703.865470 = -14345444.237393
  nChanged 6
		SP:Iteration 50Q (7452.000000 sec): 3 clusters
  Score: Raw -14351149.563274 + Penalty 5703.865470 = -14345445.697804
  nChanged 7
		SP:Iteration 51Q (7452.250000 sec): 3 clusters
  Score: Raw -14351150.937677 + Penalty 5703.865470 = -14345447.072207
  nChanged 13
		SP:Iteration 52Q (7452.500000 sec): 3 clusters
  Score: Raw -14351153.103870 + Penalty 5703.865470 = -14345449.238400
  nChanged 6
		SP:Iteration 53Q (7452.740000 sec): 3 clusters
  Score: Raw -14351154.328390 + Penalty 5703.865470 = -14345450.462920
  nChanged 8
		SP:Iteration 54Q (7452.990000 sec): 3 clusters
  Score: Raw -14351156.067025 + Penalty 5703.865470 = -14345452.201555
  nChanged 8
		SP:Iteration 55Q (7453.240000 sec): 3 clusters
  Score: Raw -14351158.102570 + Penalty 5703.865470 = -14345454.237100
  nChanged 17
		SP:Iteration 56Q (7453.480000 sec): 3 clusters
  Score: Raw -14351161.942860 + Penalty 5703.865470 = -14345458.077390
  nChanged 9
		SP:Iteration 57Q (7453.730000 sec): 3 clusters
  Score: Raw -14351163.907296 + Penalty 5703.865470 = -14345460.041826
  nChanged 11
		SP:Iteration 58Q (7453.980000 sec): 3 clusters
  Score: Raw -14351166.350601 + Penalty 5703.865470 = -14345462.485131
  nChanged 13
		SP:Iteration 59Q (7454.220000 sec): 3 clusters
  Score: Raw -14351168.269017 + Penalty 5703.865470 = -14345464.403546
  nChanged 9
		SP:Iteration 60F (7454.560000 sec): 3 clusters
  Score: Raw -14351170.082020 + Penalty 5703.865470 = -14345466.216550
  nChanged 7
		SP:Iteration 61Q (7454.810000 sec): 3 clusters
  Score: Raw -14351171.941731 + Penalty 5703.865470 = -14345468.076261
  nChanged 8
		SP:Iteration 62Q (7455.050000 sec): 3 clusters
  Score: Raw -14351173.670474 + Penalty 5703.865470 = -14345469.805004
  nChanged 5
		SP:Iteration 63Q (7455.300000 sec): 3 clusters
  Score: Raw -14351174.758557 + Penalty 5703.865470 = -14345470.893087
  nChanged 5
		SP:Iteration 64Q (7455.540000 sec): 3 clusters
  Score: Raw -14351175.715598 + Penalty 5703.865470 = -14345471.850128
  nChanged 8
		SP:Iteration 65Q (7455.790000 sec): 3 clusters
  Score: Raw -14351177.336734 + Penalty 5703.865470 = -14345473.471264
  nChanged 8
		SP:Iteration 66Q (7456.040000 sec): 3 clusters
  Score: Raw -14351178.706853 + Penalty 5703.865470 = -14345474.841383
  nChanged 6
		SP:Iteration 67Q (7456.280000 sec): 3 clusters
  Score: Raw -14351179.826686 + Penalty 5703.865470 = -14345475.961216
  nChanged 1
		SP:Iteration 68Q (7456.530000 sec): 3 clusters
  Score: Raw -14351180.072823 + Penalty 5703.865470 = -14345476.207353
  nChanged 3
		SP:Iteration 69Q (7456.780000 sec): 3 clusters
  Score: Raw -14351180.598409 + Penalty 5703.865470 = -14345476.732939
  nChanged 1
		SP:Iteration 70Q (7457.020000 sec): 3 clusters
  Score: Raw -14351181.164036 + Penalty 5703.865470 = -14345477.298565
  nChanged 4
		SP:Iteration 71Q (7457.270000 sec): 3 clusters
  Score: Raw -14351181.855285 + Penalty 5703.865470 = -14345477.989815
  nChanged 5
		SP:Iteration 72Q (7457.510000 sec): 3 clusters
  Score: Raw -14351182.586364 + Penalty 5703.865470 = -14345478.720894
  nChanged 2
		SP:Iteration 73Q (7457.760000 sec): 3 clusters
  Score: Raw -14351183.006832 + Penalty 5703.865470 = -14345479.141361
  nChanged 2
		SP:Iteration 74Q (7458.010000 sec): 3 clusters
  Score: Raw -14351183.412617 + Penalty 5703.865470 = -14345479.547147
  nChanged 3
		SP:Iteration 75Q (7458.250000 sec): 3 clusters
  Score: Raw -14351184.078541 + Penalty 5703.865470 = -14345480.213071
  nChanged 6
		SP:Iteration 76Q (7458.500000 sec): 3 clusters
  Score: Raw -14351185.813472 + Penalty 5703.865470 = -14345481.948002
  nChanged 7
		SP:Iteration 77Q (7458.750000 sec): 3 clusters
  Score: Raw -14351187.128877 + Penalty 5703.865470 = -14345483.263407
  nChanged 6
		SP:Iteration 78Q (7459.000000 sec): 3 clusters
  Score: Raw -14351188.094653 + Penalty 5703.865470 = -14345484.229183
  nChanged 3
		SP:Iteration 79Q (7459.240000 sec): 3 clusters
  Score: Raw -14351188.946561 + Penalty 5703.865470 = -14345485.081091
  nChanged 3
		SP:Iteration 80F (7459.580000 sec): 3 clusters
  Score: Raw -14351189.548635 + Penalty 5703.865470 = -14345485.683165
  nChanged 4
		SP:Iteration 81Q (7459.830000 sec): 3 clusters
  Score: Raw -14351190.879184 + Penalty 5703.865470 = -14345487.013714
  nChanged 7
		SP:Iteration 82Q (7460.070000 sec): 3 clusters
  Score: Raw -14351192.702030 + Penalty 5703.865470 = -14345488.836560
  nChanged 5
		SP:Iteration 83Q (7460.320000 sec): 3 clusters
  Score: Raw -14351193.545474 + Penalty 5703.865470 = -14345489.680003
  nChanged 4
		SP:Iteration 84Q (7460.560000 sec): 3 clusters
  Score: Raw -14351194.217189 + Penalty 5703.865470 = -14345490.351719
  nChanged 4
		SP:Iteration 85Q (7460.810000 sec): 3 clusters
  Score: Raw -14351194.842766 + Penalty 5703.865470 = -14345490.977295
  nChanged 3
		SP:Iteration 86Q (7461.060000 sec): 3 clusters
  Score: Raw -14351195.191387 + Penalty 5703.865470 = -14345491.325916
  nChanged 4
		SP:Iteration 87Q (7461.300000 sec): 3 clusters
  Score: Raw -14351195.788654 + Penalty 5703.865470 = -14345491.923184
  nChanged 2
		SP:Iteration 88Q (7461.540000 sec): 3 clusters
  Score: Raw -14351195.979438 + Penalty 5703.865470 = -14345492.113968
  nChanged 1
		SP:Iteration 89Q (7461.790000 sec): 3 clusters
  Score: Raw -14351196.122130 + Penalty 5703.865470 = -14345492.256660
  nChanged 1
		SP:Iteration 90Q (7462.040000 sec): 3 clusters
  Score: Raw -14351196.215777 + Penalty 5703.865470 = -14345492.350307
  nChanged 1
		SP:Iteration 91Q (7462.280000 sec): 3 clusters
  Score: Raw -14351196.303275 + Penalty 5703.865470 = -14345492.437805
  nChanged 1
		SP:Iteration 92Q (7462.520000 sec): 3 clusters
  Score: Raw -14351196.514000 + Penalty 5703.865470 = -14345492.648530
  nChanged 1
		SP:Iteration 93Q (7462.770000 sec): 3 clusters
  Score: Raw -14351196.654667 + Penalty 5703.865470 = -14345492.789196
  nChanged 1
		SP:Iteration 94Q (7463.020000 sec): 3 clusters
  Score: Raw -14351196.800293 + Penalty 5703.865470 = -14345492.934823
  nChanged 1
		SP:Iteration 95Q (7463.270000 sec): 3 clusters
  Score: Raw -14351196.999516 + Penalty 5703.865470 = -14345493.134045
  nChanged 1
		SP:Iteration 96Q (7463.510000 sec): 3 clusters
  Score: Raw -14351197.160940 + Penalty 5703.865470 = -14345493.295469
  nChanged 2
		SP:Iteration 97Q (7463.750000 sec): 3 clusters
  Score: Raw -14351197.442694 + Penalty 5703.865470 = -14345493.577224
  nChanged 0
		SP:Iteration 98F (7464.090000 sec): 3 clusters
  Score: Raw -14351197.442694 + Penalty 5703.865470 = -14345493.577224
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7464.220000 sec): 2 clusters
  Score: Raw -5609970.362832 + Penalty 2603.148306 = -5607367.214527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7464.350000 sec): 3 clusters
  Score: Raw -5587778.951307 + Penalty 5206.296611 = -5582572.654696
  nChanged 16500
		SP:Iteration 1F (7464.470000 sec): 3 clusters
  Score: Raw -5596740.970702 + Penalty 5206.296611 = -5591534.674091
  nChanged 1591
		SP:Iteration 2Q (7464.600000 sec): 3 clusters
  Score: Raw -5597193.546452 + Penalty 5206.296611 = -5591987.249841
  nChanged 1394
		SP:Iteration 3Q (7464.730000 sec): 3 clusters
  Score: Raw -5597560.329698 + Penalty 5206.296611 = -5592354.033087
  nChanged 1252
		SP:Iteration 4Q (7464.860000 sec): 3 clusters
  Score: Raw -5597871.668835 + Penalty 5206.296611 = -5592665.372224
  nChanged 1148
		SP:Iteration 5Q (7464.990000 sec): 3 clusters
  Score: Raw -5598153.037803 + Penalty 5206.296611 = -5592946.741192
  nChanged 987
		SP:Iteration 6Q (7465.120000 sec): 3 clusters
  Score: Raw -5598379.627086 + Penalty 5206.296611 = -5593173.330475
  nChanged 965
		SP:Iteration 7Q (7465.250000 sec): 3 clusters
  Score: Raw -5598601.167417 + Penalty 5206.296611 = -5593394.870806
  nChanged 914
		SP:Iteration 8Q (7465.380000 sec): 3 clusters
  Score: Raw -5598818.073807 + Penalty 5206.296611 = -5593611.777196
  nChanged 935
		SP:Iteration 9Q (7465.500000 sec): 3 clusters
  Score: Raw -5599064.344956 + Penalty 5206.296611 = -5593858.048345
  nChanged 1048
		SP:Iteration 10Q (7465.630000 sec): 3 clusters
  Score: Raw -5599376.297456 + Penalty 5206.296611 = -5594170.000845
  nChanged 1168
		SP:Iteration 11Q (7465.760000 sec): 3 clusters
  Score: Raw -5599803.420441 + Penalty 5206.296611 = -5594597.123830
  nChanged 1401
		SP:Iteration 12Q (7465.890000 sec): 3 clusters
  Score: Raw -5600439.359698 + Penalty 5206.296611 = -5595233.063086
  nChanged 1731
		SP:Iteration 13Q (7466.020000 sec): 3 clusters
  Score: Raw -5601403.013934 + Penalty 5206.296611 = -5596196.717323
  nChanged 2020
		SP:Iteration 14F (7466.140000 sec): 3 clusters
  Score: Raw -5602738.538650 + Penalty 5206.296611 = -5597532.242039
  nChanged 2153
		SP:Iteration 15F (7466.270000 sec): 3 clusters
  Score: Raw -5604357.405775 + Penalty 5206.296611 = -5599151.109164
  nChanged 2061
		SP:Iteration 16F (7466.400000 sec): 3 clusters
  Score: Raw -5606057.998706 + Penalty 5206.296611 = -5600851.702095
  nChanged 1760
		SP:Iteration 17Q (7466.520000 sec): 3 clusters
  Score: Raw -5607558.311479 + Penalty 5206.296611 = -5602352.014868
  nChanged 1232
		SP:Iteration 18Q (7466.630000 sec): 3 clusters
  Score: Raw -5608628.914252 + Penalty 5206.296611 = -5603422.617640
  nChanged 842
		SP:Iteration 19Q (7466.740000 sec): 3 clusters
  Score: Raw -5609325.806551 + Penalty 5206.296611 = -5604119.509940
  nChanged 507
		SP:Iteration 20F (7466.860000 sec): 3 clusters
  Score: Raw -5609731.179876 + Penalty 5206.296611 = -5604524.883265
  nChanged 275
		SP:Iteration 21Q (7466.960000 sec): 3 clusters
  Score: Raw -5609969.779385 + Penalty 5206.296611 = -5604763.482774
  nChanged 150
		SP:Iteration 22Q (7467.050000 sec): 3 clusters
  Score: Raw -5610096.767354 + Penalty 5206.296611 = -5604890.470743
  nChanged 84
		SP:Iteration 23Q (7467.140000 sec): 3 clusters
  Score: Raw -5610183.137110 + Penalty 5206.296611 = -5604976.840499
  nChanged 60
		SP:Iteration 24Q (7467.230000 sec): 3 clusters
  Score: Raw -5610241.016836 + Penalty 5206.296611 = -5605034.720225
  nChanged 32
		SP:Iteration 25Q (7467.320000 sec): 3 clusters
  Score: Raw -5610270.003295 + Penalty 5206.296611 = -5605063.706684
  nChanged 19
		SP:Iteration 26Q (7467.410000 sec): 3 clusters
  Score: Raw -5610286.043055 + Penalty 5206.296611 = -5605079.746444
  nChanged 8
		SP:Iteration 27Q (7467.500000 sec): 3 clusters
  Score: Raw -5610294.731299 + Penalty 5206.296611 = -5605088.434688
  nChanged 11
		SP:Iteration 28Q (7467.580000 sec): 3 clusters
  Score: Raw -5610304.398509 + Penalty 5206.296611 = -5605098.101898
  nChanged 7
		SP:Iteration 29Q (7467.670000 sec): 3 clusters
  Score: Raw -5610311.296305 + Penalty 5206.296611 = -5605104.999694
  nChanged 6
		SP:Iteration 30Q (7467.760000 sec): 3 clusters
  Score: Raw -5610316.364210 + Penalty 5206.296611 = -5605110.067599
  nChanged 4
		SP:Iteration 31Q (7467.850000 sec): 3 clusters
  Score: Raw -5610318.989535 + Penalty 5206.296611 = -5605112.692924
  nChanged 1
		SP:Iteration 32Q (7467.940000 sec): 3 clusters
  Score: Raw -5610319.609510 + Penalty 5206.296611 = -5605113.312899
  nChanged 0
		SP:Iteration 33F (7468.070000 sec): 3 clusters
  Score: Raw -5610319.609510 + Penalty 5206.296611 = -5605113.312899
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7468.370000 sec): 2 clusters
  Score: Raw -14574617.490066 + Penalty 2851.864876 = -14571765.625190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7468.720000 sec): 3 clusters
  Score: Raw -14511408.834486 + Penalty 5703.729753 = -14505705.104733
  nChanged 46581
		SP:Iteration 1F (7469.070000 sec): 3 clusters
  Score: Raw -14537883.619798 + Penalty 5703.729753 = -14532179.890046
  nChanged 2818
		SP:Iteration 2Q (7469.410000 sec): 3 clusters
  Score: Raw -14538443.391718 + Penalty 5703.729753 = -14532739.661966
  nChanged 2753
		SP:Iteration 3Q (7469.770000 sec): 3 clusters
  Score: Raw -14539030.959644 + Penalty 5703.729753 = -14533327.229892
  nChanged 2790
		SP:Iteration 4Q (7470.120000 sec): 3 clusters
  Score: Raw -14539735.619759 + Penalty 5703.729753 = -14534031.890006
  nChanged 3073
		SP:Iteration 5Q (7470.470000 sec): 3 clusters
  Score: Raw -14540666.715496 + Penalty 5703.729753 = -14534962.985744
  nChanged 3458
		SP:Iteration 6Q (7470.830000 sec): 3 clusters
  Score: Raw -14541945.055915 + Penalty 5703.729753 = -14536241.326163
  nChanged 3996
		SP:Iteration 7Q (7471.180000 sec): 3 clusters
  Score: Raw -14543702.923597 + Penalty 5703.729753 = -14537999.193844
  nChanged 4526
		SP:Iteration 8Q (7471.530000 sec): 3 clusters
  Score: Raw -14545943.109725 + Penalty 5703.729753 = -14540239.379972
  nChanged 4826
		SP:Iteration 9Q (7471.880000 sec): 3 clusters
  Score: Raw -14548458.376088 + Penalty 5703.729753 = -14542754.646335
  nChanged 4983
		SP:Iteration 10F (7472.230000 sec): 3 clusters
  Score: Raw -14551168.851940 + Penalty 5703.729753 = -14545465.122187
  nChanged 4934
		SP:Iteration 11F (7472.570000 sec): 3 clusters
  Score: Raw -14553897.930299 + Penalty 5703.729753 = -14548194.200546
  nChanged 4830
		SP:Iteration 12Q (7472.910000 sec): 3 clusters
  Score: Raw -14556622.474908 + Penalty 5703.729753 = -14550918.745156
  nChanged 4753
		SP:Iteration 13Q (7473.260000 sec): 3 clusters
  Score: Raw -14559337.301875 + Penalty 5703.729753 = -14553633.572122
  nChanged 4692
		SP:Iteration 14Q (7473.590000 sec): 3 clusters
  Score: Raw -14562073.050869 + Penalty 5703.729753 = -14556369.321117
  nChanged 4637
		SP:Iteration 15Q (7473.920000 sec): 3 clusters
  Score: Raw -14564870.410193 + Penalty 5703.729753 = -14559166.680440
  nChanged 4269
		SP:Iteration 16Q (7474.240000 sec): 3 clusters
  Score: Raw -14567445.739690 + Penalty 5703.729753 = -14561742.009938
  nChanged 3681
		SP:Iteration 17Q (7474.550000 sec): 3 clusters
  Score: Raw -14569644.444080 + Penalty 5703.729753 = -14563940.714327
  nChanged 2942
		SP:Iteration 18Q (7474.850000 sec): 3 clusters
  Score: Raw -14571412.361520 + Penalty 5703.729753 = -14565708.631768
  nChanged 2222
		SP:Iteration 19Q (7475.130000 sec): 3 clusters
  Score: Raw -14572724.587020 + Penalty 5703.729753 = -14567020.857268
  nChanged 1552
		SP:Iteration 20F (7475.470000 sec): 3 clusters
  Score: Raw -14573601.373826 + Penalty 5703.729753 = -14567897.644073
  nChanged 1035
		SP:Iteration 21Q (7475.740000 sec): 3 clusters
  Score: Raw -14574151.636814 + Penalty 5703.729753 = -14568447.907061
  nChanged 673
		SP:Iteration 22Q (7476.010000 sec): 3 clusters
  Score: Raw -14574489.795831 + Penalty 5703.729753 = -14568786.066078
  nChanged 448
		SP:Iteration 23Q (7476.270000 sec): 3 clusters
  Score: Raw -14574700.835849 + Penalty 5703.729753 = -14568997.106097
  nChanged 322
		SP:Iteration 24Q (7476.520000 sec): 3 clusters
  Score: Raw -14574842.938638 + Penalty 5703.729753 = -14569139.208885
  nChanged 238
		SP:Iteration 25Q (7476.770000 sec): 3 clusters
  Score: Raw -14574942.652034 + Penalty 5703.729753 = -14569238.922282
  nChanged 166
		SP:Iteration 26Q (7477.020000 sec): 3 clusters
  Score: Raw -14575009.174932 + Penalty 5703.729753 = -14569305.445179
  nChanged 130
		SP:Iteration 27Q (7477.270000 sec): 3 clusters
  Score: Raw -14575065.322514 + Penalty 5703.729753 = -14569361.592761
  nChanged 107
		SP:Iteration 28Q (7477.520000 sec): 3 clusters
  Score: Raw -14575106.518683 + Penalty 5703.729753 = -14569402.788931
  nChanged 74
		SP:Iteration 29Q (7477.770000 sec): 3 clusters
  Score: Raw -14575131.492338 + Penalty 5703.729753 = -14569427.762586
  nChanged 52
		SP:Iteration 30Q (7478.010000 sec): 3 clusters
  Score: Raw -14575149.708173 + Penalty 5703.729753 = -14569445.978421
  nChanged 41
		SP:Iteration 31Q (7478.260000 sec): 3 clusters
  Score: Raw -14575163.236760 + Penalty 5703.729753 = -14569459.507007
  nChanged 32
		SP:Iteration 32Q (7478.510000 sec): 3 clusters
  Score: Raw -14575175.113292 + Penalty 5703.729753 = -14569471.383540
  nChanged 23
		SP:Iteration 33Q (7478.750000 sec): 3 clusters
  Score: Raw -14575181.910407 + Penalty 5703.729753 = -14569478.180654
  nChanged 22
		SP:Iteration 34Q (7479.000000 sec): 3 clusters
  Score: Raw -14575189.121219 + Penalty 5703.729753 = -14569485.391466
  nChanged 21
		SP:Iteration 35Q (7479.250000 sec): 3 clusters
  Score: Raw -14575196.013172 + Penalty 5703.729753 = -14569492.283419
  nChanged 24
		SP:Iteration 36Q (7479.490000 sec): 3 clusters
  Score: Raw -14575203.770989 + Penalty 5703.729753 = -14569500.041237
  nChanged 25
		SP:Iteration 37Q (7479.740000 sec): 3 clusters
  Score: Raw -14575213.393415 + Penalty 5703.729753 = -14569509.663662
  nChanged 21
		SP:Iteration 38Q (7479.980000 sec): 3 clusters
  Score: Raw -14575221.899250 + Penalty 5703.729753 = -14569518.169498
  nChanged 13
		SP:Iteration 39Q (7480.230000 sec): 3 clusters
  Score: Raw -14575226.540864 + Penalty 5703.729753 = -14569522.811111
  nChanged 14
		SP:Iteration 40F (7480.570000 sec): 3 clusters
  Score: Raw -14575230.680927 + Penalty 5703.729753 = -14569526.951174
  nChanged 5
		SP:Iteration 41Q (7480.820000 sec): 3 clusters
  Score: Raw -14575232.861617 + Penalty 5703.729753 = -14569529.131865
  nChanged 10
		SP:Iteration 42Q (7481.070000 sec): 3 clusters
  Score: Raw -14575236.304059 + Penalty 5703.729753 = -14569532.574306
  nChanged 12
		SP:Iteration 43Q (7481.310000 sec): 3 clusters
  Score: Raw -14575239.969292 + Penalty 5703.729753 = -14569536.239540
  nChanged 11
		SP:Iteration 44Q (7481.560000 sec): 3 clusters
  Score: Raw -14575245.301971 + Penalty 5703.729753 = -14569541.572219
  nChanged 12
		SP:Iteration 45Q (7481.800000 sec): 3 clusters
  Score: Raw -14575249.694869 + Penalty 5703.729753 = -14569545.965117
  nChanged 12
		SP:Iteration 46Q (7482.050000 sec): 3 clusters
  Score: Raw -14575253.595583 + Penalty 5703.729753 = -14569549.865830
  nChanged 9
		SP:Iteration 47Q (7482.290000 sec): 3 clusters
  Score: Raw -14575256.931822 + Penalty 5703.729753 = -14569553.202069
  nChanged 10
		SP:Iteration 48Q (7482.530000 sec): 3 clusters
  Score: Raw -14575261.230814 + Penalty 5703.729753 = -14569557.501062
  nChanged 13
		SP:Iteration 49Q (7482.780000 sec): 3 clusters
  Score: Raw -14575266.418633 + Penalty 5703.729753 = -14569562.688881
  nChanged 12
		SP:Iteration 50Q (7483.020000 sec): 3 clusters
  Score: Raw -14575270.230663 + Penalty 5703.729753 = -14569566.500910
  nChanged 10
		SP:Iteration 51Q (7483.270000 sec): 3 clusters
  Score: Raw -14575273.511038 + Penalty 5703.729753 = -14569569.781286
  nChanged 6
		SP:Iteration 52Q (7483.510000 sec): 3 clusters
  Score: Raw -14575275.353594 + Penalty 5703.729753 = -14569571.623842
  nChanged 7
		SP:Iteration 53Q (7483.750000 sec): 3 clusters
  Score: Raw -14575277.034151 + Penalty 5703.729753 = -14569573.304399
  nChanged 3
		SP:Iteration 54Q (7483.990000 sec): 3 clusters
  Score: Raw -14575277.496518 + Penalty 5703.729753 = -14569573.766766
  nChanged 1
		SP:Iteration 55Q (7484.230000 sec): 3 clusters
  Score: Raw -14575277.689605 + Penalty 5703.729753 = -14569573.959853
  nChanged 2
		SP:Iteration 56Q (7484.480000 sec): 3 clusters
  Score: Raw -14575278.142754 + Penalty 5703.729753 = -14569574.413001
  nChanged 0
		SP:Iteration 57F (7484.820000 sec): 3 clusters
  Score: Raw -14575278.142754 + Penalty 5703.729753 = -14569574.413001
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7484.850000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7484.850000 sec): 3 clusters
  Score: Raw -22183.135075 + Penalty 2547.356025 = -19635.779050
  nChanged 4
		SP:Iteration 1Q (7484.860000 sec): 3 clusters
  Score: Raw -22197.507487 + Penalty 2547.356025 = -19650.151462
  nChanged 1
		SP:Iteration 2Q (7484.860000 sec): 3 clusters
  Score: Raw -22200.672045 + Penalty 2547.356025 = -19653.316020
  nChanged 0
		SP:Iteration 3F (7484.860000 sec): 3 clusters
  Score: Raw -22200.672045 + Penalty 2547.356025 = -19653.316020
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51080 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7485.020000 sec): 2 clusters
  Score: Raw -7501320.762395 + Penalty 2688.604781 = -7498632.157614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7485.200000 sec): 3 clusters
  Score: Raw -7469640.610523 + Penalty 5377.209562 = -7464263.400962
  nChanged 23522
		SP:Iteration 1F (7485.370000 sec): 3 clusters
  Score: Raw -7482522.998371 + Penalty 5377.209562 = -7477145.788810
  nChanged 2081
		SP:Iteration 2Q (7485.560000 sec): 3 clusters
  Score: Raw -7483102.366350 + Penalty 5377.209562 = -7477725.156788
  nChanged 2002
		SP:Iteration 3Q (7485.740000 sec): 3 clusters
  Score: Raw -7483692.685192 + Penalty 5377.209562 = -7478315.475630
  nChanged 1961
		SP:Iteration 4Q (7485.920000 sec): 3 clusters
  Score: Raw -7484385.727646 + Penalty 5377.209562 = -7479008.518084
  nChanged 2247
		SP:Iteration 5Q (7486.110000 sec): 3 clusters
  Score: Raw -7485329.483265 + Penalty 5377.209562 = -7479952.273703
  nChanged 2508
		SP:Iteration 6Q (7486.290000 sec): 3 clusters
  Score: Raw -7486585.035219 + Penalty 5377.209562 = -7481207.825657
  nChanged 3060
		SP:Iteration 7F (7486.470000 sec): 3 clusters
  Score: Raw -7488518.744089 + Penalty 5377.209562 = -7483141.534527
  nChanged 3553
		SP:Iteration 8F (7486.640000 sec): 3 clusters
  Score: Raw -7491190.281332 + Penalty 5377.209562 = -7485813.071770
  nChanged 3685
		SP:Iteration 9F (7486.820000 sec): 3 clusters
  Score: Raw -7494320.925799 + Penalty 5377.209562 = -7488943.716237
  nChanged 3203
		SP:Iteration 10F (7487.000000 sec): 3 clusters
  Score: Raw -7497266.511773 + Penalty 5377.209562 = -7491889.302212
  nChanged 2245
		SP:Iteration 11Q (7487.170000 sec): 3 clusters
  Score: Raw -7499378.530095 + Penalty 5377.209562 = -7494001.320533
  nChanged 1224
		SP:Iteration 12Q (7487.320000 sec): 3 clusters
  Score: Raw -7500553.336972 + Penalty 5377.209562 = -7495176.127410
  nChanged 568
		SP:Iteration 13Q (7487.460000 sec): 3 clusters
  Score: Raw -7501111.386800 + Penalty 5377.209562 = -7495734.177238
  nChanged 294
		SP:Iteration 14Q (7487.590000 sec): 3 clusters
  Score: Raw -7501388.557118 + Penalty 5377.209562 = -7496011.347556
  nChanged 168
		SP:Iteration 15Q (7487.730000 sec): 3 clusters
  Score: Raw -7501531.963866 + Penalty 5377.209562 = -7496154.754305
  nChanged 106
		SP:Iteration 16Q (7487.860000 sec): 3 clusters
  Score: Raw -7501607.866346 + Penalty 5377.209562 = -7496230.656784
  nChanged 59
		SP:Iteration 17Q (7487.980000 sec): 3 clusters
  Score: Raw -7501653.273768 + Penalty 5377.209562 = -7496276.064206
  nChanged 38
		SP:Iteration 18Q (7488.110000 sec): 3 clusters
  Score: Raw -7501674.518375 + Penalty 5377.209562 = -7496297.308813
  nChanged 25
		SP:Iteration 19Q (7488.230000 sec): 3 clusters
  Score: Raw -7501687.356088 + Penalty 5377.209562 = -7496310.146526
  nChanged 14
		SP:Iteration 20F (7488.410000 sec): 3 clusters
  Score: Raw -7501694.072371 + Penalty 5377.209562 = -7496316.862809
  nChanged 11
		SP:Iteration 21Q (7488.530000 sec): 3 clusters
  Score: Raw -7501699.433356 + Penalty 5377.209562 = -7496322.223794
  nChanged 10
		SP:Iteration 22Q (7488.650000 sec): 3 clusters
  Score: Raw -7501702.941952 + Penalty 5377.209562 = -7496325.732390
  nChanged 9
		SP:Iteration 23Q (7488.780000 sec): 3 clusters
  Score: Raw -7501707.689572 + Penalty 5377.209562 = -7496330.480010
  nChanged 7
		SP:Iteration 24Q (7488.900000 sec): 3 clusters
  Score: Raw -7501711.746261 + Penalty 5377.209562 = -7496334.536699
  nChanged 7
		SP:Iteration 25Q (7489.030000 sec): 3 clusters
  Score: Raw -7501715.516484 + Penalty 5377.209562 = -7496338.306922
  nChanged 7
		SP:Iteration 26Q (7489.150000 sec): 3 clusters
  Score: Raw -7501719.537173 + Penalty 5377.209562 = -7496342.327612
  nChanged 7
		SP:Iteration 27Q (7489.270000 sec): 3 clusters
  Score: Raw -7501723.513608 + Penalty 5377.209562 = -7496346.304046
  nChanged 8
		SP:Iteration 28Q (7489.400000 sec): 3 clusters
  Score: Raw -7501728.359850 + Penalty 5377.209562 = -7496351.150288
  nChanged 6
		SP:Iteration 29Q (7489.520000 sec): 3 clusters
  Score: Raw -7501732.462690 + Penalty 5377.209562 = -7496355.253128
  nChanged 5
		SP:Iteration 30Q (7489.640000 sec): 3 clusters
  Score: Raw -7501735.625367 + Penalty 5377.209562 = -7496358.415805
  nChanged 5
		SP:Iteration 31Q (7489.770000 sec): 3 clusters
  Score: Raw -7501738.205177 + Penalty 5377.209562 = -7496360.995615
  nChanged 4
		SP:Iteration 32Q (7489.890000 sec): 3 clusters
  Score: Raw -7501739.675480 + Penalty 5377.209562 = -7496362.465918
  nChanged 3
		SP:Iteration 33Q (7490.010000 sec): 3 clusters
  Score: Raw -7501741.773571 + Penalty 5377.209562 = -7496364.564009
  nChanged 3
		SP:Iteration 34Q (7490.140000 sec): 3 clusters
  Score: Raw -7501743.471396 + Penalty 5377.209562 = -7496366.261834
  nChanged 0
		SP:Iteration 35F (7490.310000 sec): 3 clusters
  Score: Raw -7501743.471396 + Penalty 5377.209562 = -7496366.261834
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7490.340000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7490.340000 sec): 3 clusters
  Score: Raw -76027.144068 + Penalty 3043.240186 = -72983.903882
  nChanged 106
		SP:Iteration 1F (7490.340000 sec): 3 clusters
  Score: Raw -76285.306979 + Penalty 3043.240186 = -73242.066793
  nChanged 41
		SP:Iteration 2F (7490.340000 sec): 3 clusters
  Score: Raw -76411.303630 + Penalty 3043.240186 = -73368.063444
  nChanged 32
		SP:Iteration 3F (7490.340000 sec): 3 clusters
  Score: Raw -76523.138475 + Penalty 3043.240186 = -73479.898289
  nChanged 22
		SP:Iteration 4Q (7490.350000 sec): 3 clusters
  Score: Raw -76609.671224 + Penalty 3043.240186 = -73566.431038
  nChanged 16
		SP:Iteration 5Q (7490.350000 sec): 3 clusters
  Score: Raw -76714.644423 + Penalty 3043.240186 = -73671.404237
  nChanged 21
		SP:Iteration 6Q (7490.350000 sec): 3 clusters
  Score: Raw -76784.828829 + Penalty 3043.240186 = -73741.588643
  nChanged 11
		SP:Iteration 7Q (7490.350000 sec): 3 clusters
  Score: Raw -76837.001502 + Penalty 3043.240186 = -73793.761316
  nChanged 8
		SP:Iteration 8Q (7490.350000 sec): 3 clusters
  Score: Raw -76885.279079 + Penalty 3043.240186 = -73842.038893
  nChanged 4
		SP:Iteration 9Q (7490.350000 sec): 3 clusters
  Score: Raw -76901.149602 + Penalty 3043.240186 = -73857.909416
  nChanged 1
		SP:Iteration 10Q (7490.350000 sec): 3 clusters
  Score: Raw -76913.076011 + Penalty 3043.240186 = -73869.835825
  nChanged 1
		SP:Iteration 11Q (7490.350000 sec): 3 clusters
  Score: Raw -76926.115734 + Penalty 3043.240186 = -73882.875548
  nChanged 1
		SP:Iteration 12Q (7490.350000 sec): 3 clusters
  Score: Raw -76934.056745 + Penalty 3043.240186 = -73890.816559
  nChanged 0
		SP:Iteration 13F (7490.360000 sec): 3 clusters
  Score: Raw -76934.056745 + Penalty 3043.240186 = -73890.816559
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7490.360000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7490.360000 sec): 3 clusters
  Score: Raw -68278.900586 + Penalty 3055.958832 = -65222.941754
  nChanged 76
		SP:Iteration 1F (7490.370000 sec): 3 clusters
  Score: Raw -68429.083357 + Penalty 3055.958832 = -65373.124526
  nChanged 18
		SP:Iteration 2Q (7490.370000 sec): 3 clusters
  Score: Raw -68478.231981 + Penalty 3055.958832 = -65422.273149
  nChanged 10
		SP:Iteration 3Q (7490.370000 sec): 3 clusters
  Score: Raw -68498.914966 + Penalty 3055.958832 = -65442.956135
  nChanged 12
		SP:Iteration 4Q (7490.370000 sec): 3 clusters
  Score: Raw -68533.959799 + Penalty 3055.958832 = -65478.000967
  nChanged 11
		SP:Iteration 5Q (7490.370000 sec): 3 clusters
  Score: Raw -68559.433195 + Penalty 3055.958832 = -65503.474364
  nChanged 5
		SP:Iteration 6Q (7490.370000 sec): 3 clusters
  Score: Raw -68567.994017 + Penalty 3055.958832 = -65512.035185
  nChanged 4
		SP:Iteration 7Q (7490.370000 sec): 3 clusters
  Score: Raw -68574.535361 + Penalty 3055.958832 = -65518.576530
  nChanged 2
		SP:Iteration 8Q (7490.370000 sec): 3 clusters
  Score: Raw -68580.367646 + Penalty 3055.958832 = -65524.408814
  nChanged 3
		SP:Iteration 9Q (7490.380000 sec): 3 clusters
  Score: Raw -68586.462242 + Penalty 3055.958832 = -65530.503410
  nChanged 3
		SP:Iteration 10Q (7490.380000 sec): 3 clusters
  Score: Raw -68599.069182 + Penalty 3055.958832 = -65543.110351
  nChanged 5
		SP:Iteration 11Q (7490.380000 sec): 3 clusters
  Score: Raw -68612.789098 + Penalty 3055.958832 = -65556.830266
  nChanged 4
		SP:Iteration 12Q (7490.380000 sec): 3 clusters
  Score: Raw -68620.608761 + Penalty 3055.958832 = -65564.649930
  nChanged 1
		SP:Iteration 13Q (7490.380000 sec): 3 clusters
  Score: Raw -68621.942033 + Penalty 3055.958832 = -65565.983201
  nChanged 0
		SP:Iteration 14F (7490.390000 sec): 3 clusters
  Score: Raw -68621.942033 + Penalty 3055.958832 = -65565.983201
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (268325 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7491.220000 sec): 2 clusters
  Score: Raw -39706691.156725 + Penalty 3099.988644 = -39703591.168080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7492.160000 sec): 3 clusters
  Score: Raw -39529815.965747 + Penalty 6199.977289 = -39523615.988458
  nChanged 129475
		SP:Iteration 1F (7493.100000 sec): 3 clusters
  Score: Raw -39606006.894881 + Penalty 6199.977289 = -39599806.917592
  nChanged 6765
		SP:Iteration 2Q (7494.050000 sec): 3 clusters
  Score: Raw -39607424.505726 + Penalty 6199.977289 = -39601224.528437
  nChanged 7979
		SP:Iteration 3Q (7495.020000 sec): 3 clusters
  Score: Raw -39609605.113202 + Penalty 6199.977289 = -39603405.135913
  nChanged 10298
		SP:Iteration 4Q (7495.980000 sec): 3 clusters
  Score: Raw -39613515.507974 + Penalty 6199.977289 = -39607315.530685
  nChanged 14451
		SP:Iteration 5F (7496.920000 sec): 3 clusters
  Score: Raw -39621059.839661 + Penalty 6199.977289 = -39614859.862372
  nChanged 19971
		SP:Iteration 6F (7497.860000 sec): 3 clusters
  Score: Raw -39634906.238073 + Penalty 6199.977289 = -39628706.260784
  nChanged 24511
		SP:Iteration 7F (7498.790000 sec): 3 clusters
  Score: Raw -39656294.233477 + Penalty 6199.977289 = -39650094.256188
  nChanged 24366
		SP:Iteration 8F (7499.720000 sec): 3 clusters
  Score: Raw -39680524.362777 + Penalty 6199.977289 = -39674324.385489
  nChanged 16671
		SP:Iteration 9F (7500.660000 sec): 3 clusters
  Score: Raw -39697462.250589 + Penalty 6199.977289 = -39691262.273301
  nChanged 7156
		SP:Iteration 10Q (7501.480000 sec): 3 clusters
  Score: Raw -39704442.731286 + Penalty 6199.977289 = -39698242.753997
  nChanged 1986
		SP:Iteration 11Q (7502.220000 sec): 3 clusters
  Score: Raw -39706307.893319 + Penalty 6199.977289 = -39700107.916030
  nChanged 391
		SP:Iteration 12Q (7502.890000 sec): 3 clusters
  Score: Raw -39706731.627242 + Penalty 6199.977289 = -39700531.649953
  nChanged 98
		SP:Iteration 13Q (7503.540000 sec): 3 clusters
  Score: Raw -39706881.984049 + Penalty 6199.977289 = -39700682.006761
  nChanged 37
		SP:Iteration 14Q (7504.180000 sec): 3 clusters
  Score: Raw -39706958.578205 + Penalty 6199.977289 = -39700758.600916
  nChanged 20
		SP:Iteration 15Q (7504.820000 sec): 3 clusters
  Score: Raw -39706999.063640 + Penalty 6199.977289 = -39700799.086351
  nChanged 12
		SP:Iteration 16Q (7505.460000 sec): 3 clusters
  Score: Raw -39707021.775609 + Penalty 6199.977289 = -39700821.798320
  nChanged 5
		SP:Iteration 17Q (7506.100000 sec): 3 clusters
  Score: Raw -39707029.747116 + Penalty 6199.977289 = -39700829.769828
  nChanged 3
		SP:Iteration 18Q (7506.740000 sec): 3 clusters
  Score: Raw -39707037.299693 + Penalty 6199.977289 = -39700837.322404
  nChanged 1
		SP:Iteration 19Q (7507.380000 sec): 3 clusters
  Score: Raw -39707039.030435 + Penalty 6199.977289 = -39700839.053146
  nChanged 0
		SP:Iteration 20F (7508.300000 sec): 3 clusters
  Score: Raw -39707039.030435 + Penalty 6199.977289 = -39700839.053146
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33593 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7508.480000 sec): 2 clusters
  Score: Raw -5134675.926099 + Penalty 2584.674102 = -5132091.251997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7508.600000 sec): 3 clusters
  Score: Raw -5114322.296626 + Penalty 5169.348203 = -5109152.948422
  nChanged 15135
		SP:Iteration 1F (7508.720000 sec): 3 clusters
  Score: Raw -5122651.679313 + Penalty 5169.348203 = -5117482.331110
  nChanged 1414
		SP:Iteration 2Q (7508.840000 sec): 3 clusters
  Score: Raw -5123039.443782 + Penalty 5169.348203 = -5117870.095578
  nChanged 1175
		SP:Iteration 3Q (7508.960000 sec): 3 clusters
  Score: Raw -5123332.876917 + Penalty 5169.348203 = -5118163.528714
  nChanged 1067
		SP:Iteration 4Q (7509.080000 sec): 3 clusters
  Score: Raw -5123593.055838 + Penalty 5169.348203 = -5118423.707635
  nChanged 971
		SP:Iteration 5Q (7509.200000 sec): 3 clusters
  Score: Raw -5123826.886791 + Penalty 5169.348203 = -5118657.538587
  nChanged 918
		SP:Iteration 6Q (7509.320000 sec): 3 clusters
  Score: Raw -5124071.196716 + Penalty 5169.348203 = -5118901.848513
  nChanged 946
		SP:Iteration 7Q (7509.440000 sec): 3 clusters
  Score: Raw -5124361.270231 + Penalty 5169.348203 = -5119191.922028
  nChanged 1072
		SP:Iteration 8Q (7509.560000 sec): 3 clusters
  Score: Raw -5124747.355104 + Penalty 5169.348203 = -5119578.006900
  nChanged 1290
		SP:Iteration 9Q (7509.680000 sec): 3 clusters
  Score: Raw -5125304.452808 + Penalty 5169.348203 = -5120135.104605
  nChanged 1567
		SP:Iteration 10Q (7509.800000 sec): 3 clusters
  Score: Raw -5126140.245510 + Penalty 5169.348203 = -5120970.897306
  nChanged 1959
		SP:Iteration 11F (7509.920000 sec): 3 clusters
  Score: Raw -5127419.830949 + Penalty 5169.348203 = -5122250.482745
  nChanged 2231
		SP:Iteration 12F (7510.030000 sec): 3 clusters
  Score: Raw -5129175.225434 + Penalty 5169.348203 = -5124005.877230
  nChanged 2229
		SP:Iteration 13F (7510.150000 sec): 3 clusters
  Score: Raw -5131146.983473 + Penalty 5169.348203 = -5125977.635270
  nChanged 1804
		SP:Iteration 14F (7510.260000 sec): 3 clusters
  Score: Raw -5132834.594154 + Penalty 5169.348203 = -5127665.245950
  nChanged 1173
		SP:Iteration 15Q (7510.370000 sec): 3 clusters
  Score: Raw -5133956.887753 + Penalty 5169.348203 = -5128787.539549
  nChanged 543
		SP:Iteration 16Q (7510.460000 sec): 3 clusters
  Score: Raw -5134481.850442 + Penalty 5169.348203 = -5129312.502239
  nChanged 232
		SP:Iteration 17Q (7510.560000 sec): 3 clusters
  Score: Raw -5134717.511055 + Penalty 5169.348203 = -5129548.162852
  nChanged 92
		SP:Iteration 18Q (7510.640000 sec): 3 clusters
  Score: Raw -5134826.817195 + Penalty 5169.348203 = -5129657.468991
  nChanged 49
		SP:Iteration 19Q (7510.720000 sec): 3 clusters
  Score: Raw -5134895.236932 + Penalty 5169.348203 = -5129725.888728
  nChanged 27
		SP:Iteration 20F (7510.840000 sec): 3 clusters
  Score: Raw -5134935.183085 + Penalty 5169.348203 = -5129765.834881
  nChanged 17
		SP:Iteration 21Q (7510.920000 sec): 3 clusters
  Score: Raw -5134961.010974 + Penalty 5169.348203 = -5129791.662771
  nChanged 10
		SP:Iteration 22Q (7511.010000 sec): 3 clusters
  Score: Raw -5134981.878092 + Penalty 5169.348203 = -5129812.529889
  nChanged 9
		SP:Iteration 23Q (7511.090000 sec): 3 clusters
  Score: Raw -5134995.389713 + Penalty 5169.348203 = -5129826.041509
  nChanged 4
		SP:Iteration 24Q (7511.170000 sec): 3 clusters
  Score: Raw -5135000.415091 + Penalty 5169.348203 = -5129831.066887
  nChanged 1
		SP:Iteration 25Q (7511.250000 sec): 3 clusters
  Score: Raw -5135001.222325 + Penalty 5169.348203 = -5129831.874121
  nChanged 2
		SP:Iteration 26Q (7511.330000 sec): 3 clusters
  Score: Raw -5135003.334476 + Penalty 5169.348203 = -5129833.986272
  nChanged 1
		SP:Iteration 27Q (7511.410000 sec): 3 clusters
  Score: Raw -5135003.943699 + Penalty 5169.348203 = -5129834.595495
  nChanged 1
		SP:Iteration 28Q (7511.500000 sec): 3 clusters
  Score: Raw -5135005.041789 + Penalty 5169.348203 = -5129835.693586
  nChanged 0
		SP:Iteration 29F (7511.610000 sec): 3 clusters
  Score: Raw -5135005.041789 + Penalty 5169.348203 = -5129835.693586
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.630000 sec): 2 clusters
  Score: Raw -140430.621500 + Penalty 1730.597008 = -138700.024491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.630000 sec): 3 clusters
  Score: Raw -140184.938766 + Penalty 3461.194016 = -136723.744750
  nChanged 272
		SP:Iteration 1F (7511.640000 sec): 3 clusters
  Score: Raw -140498.111655 + Penalty 3461.194016 = -137036.917638
  nChanged 75
		SP:Iteration 2F (7511.640000 sec): 3 clusters
  Score: Raw -140625.367243 + Penalty 3461.194016 = -137164.173227
  nChanged 53
		SP:Iteration 3Q (7511.640000 sec): 3 clusters
  Score: Raw -140713.284176 + Penalty 3461.194016 = -137252.090160
  nChanged 45
		SP:Iteration 4Q (7511.640000 sec): 3 clusters
  Score: Raw -140793.379188 + Penalty 3461.194016 = -137332.185172
  nChanged 37
		SP:Iteration 5Q (7511.650000 sec): 3 clusters
  Score: Raw -140844.855867 + Penalty 3461.194016 = -137383.661851
  nChanged 26
		SP:Iteration 6Q (7511.650000 sec): 3 clusters
  Score: Raw -140884.742459 + Penalty 3461.194016 = -137423.548443
  nChanged 26
		SP:Iteration 7Q (7511.660000 sec): 3 clusters
  Score: Raw -140924.457590 + Penalty 3461.194016 = -137463.263573
  nChanged 15
		SP:Iteration 8Q (7511.660000 sec): 3 clusters
  Score: Raw -140949.474504 + Penalty 3461.194016 = -137488.280488
  nChanged 11
		SP:Iteration 9Q (7511.660000 sec): 3 clusters
  Score: Raw -140966.027550 + Penalty 3461.194016 = -137504.833534
  nChanged 5
		SP:Iteration 10Q (7511.670000 sec): 3 clusters
  Score: Raw -140978.313763 + Penalty 3461.194016 = -137517.119747
  nChanged 11
		SP:Iteration 11Q (7511.670000 sec): 3 clusters
  Score: Raw -140996.127492 + Penalty 3461.194016 = -137534.933475
  nChanged 7
		SP:Iteration 12Q (7511.670000 sec): 3 clusters
  Score: Raw -141006.350854 + Penalty 3461.194016 = -137545.156837
  nChanged 6
		SP:Iteration 13Q (7511.680000 sec): 3 clusters
  Score: Raw -141012.721164 + Penalty 3461.194016 = -137551.527147
  nChanged 0
		SP:Iteration 14F (7511.680000 sec): 3 clusters
  Score: Raw -141012.721164 + Penalty 3461.194016 = -137551.527147
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.680000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.680000 sec): 3 clusters
  Score: Raw -31534.657676 + Penalty 2705.839273 = -28828.818403
  nChanged 24
		SP:Iteration 1F (7511.680000 sec): 3 clusters
  Score: Raw -31632.533304 + Penalty 2705.839273 = -28926.694031
  nChanged 5
		SP:Iteration 2Q (7511.690000 sec): 3 clusters
  Score: Raw -31654.471929 + Penalty 2705.839273 = -28948.632656
  nChanged 1
		SP:Iteration 3Q (7511.690000 sec): 3 clusters
  Score: Raw -31659.447716 + Penalty 2705.839273 = -28953.608443
  nChanged 1
		SP:Iteration 4Q (7511.690000 sec): 3 clusters
  Score: Raw -31662.708962 + Penalty 2705.839273 = -28956.869689
  nChanged 1
		SP:Iteration 5Q (7511.690000 sec): 3 clusters
  Score: Raw -31666.820891 + Penalty 2705.839273 = -28960.981618
  nChanged 0
		SP:Iteration 6F (7511.690000 sec): 3 clusters
  Score: Raw -31666.820891 + Penalty 2705.839273 = -28960.981618
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.690000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.700000 sec): 3 clusters
  Score: Raw -77754.207387 + Penalty 3172.049753 = -74582.157634
  nChanged 127
		SP:Iteration 1F (7511.700000 sec): 3 clusters
  Score: Raw -77996.156089 + Penalty 3172.049753 = -74824.106336
  nChanged 43
		SP:Iteration 2F (7511.700000 sec): 3 clusters
  Score: Raw -78106.479641 + Penalty 3172.049753 = -74934.429889
  nChanged 30
		SP:Iteration 3F (7511.700000 sec): 3 clusters
  Score: Raw -78178.417067 + Penalty 3172.049753 = -75006.367314
  nChanged 17
		SP:Iteration 4Q (7511.700000 sec): 3 clusters
  Score: Raw -78248.247997 + Penalty 3172.049753 = -75076.198244
  nChanged 19
		SP:Iteration 5Q (7511.700000 sec): 3 clusters
  Score: Raw -78321.221185 + Penalty 3172.049753 = -75149.171433
  nChanged 20
		SP:Iteration 6Q (7511.710000 sec): 3 clusters
  Score: Raw -78415.322776 + Penalty 3172.049753 = -75243.273023
  nChanged 21
		SP:Iteration 7Q (7511.710000 sec): 3 clusters
  Score: Raw -78467.060288 + Penalty 3172.049753 = -75295.010535
  nChanged 21
		SP:Iteration 8Q (7511.710000 sec): 3 clusters
  Score: Raw -78528.329524 + Penalty 3172.049753 = -75356.279771
  nChanged 18
		SP:Iteration 9Q (7511.710000 sec): 3 clusters
  Score: Raw -78598.759650 + Penalty 3172.049753 = -75426.709897
  nChanged 11
		SP:Iteration 10Q (7511.720000 sec): 3 clusters
  Score: Raw -78643.792494 + Penalty 3172.049753 = -75471.742742
  nChanged 11
		SP:Iteration 11Q (7511.720000 sec): 3 clusters
  Score: Raw -78692.679584 + Penalty 3172.049753 = -75520.629831
  nChanged 9
		SP:Iteration 12Q (7511.720000 sec): 3 clusters
  Score: Raw -78716.256371 + Penalty 3172.049753 = -75544.206619
  nChanged 6
		SP:Iteration 13Q (7511.720000 sec): 3 clusters
  Score: Raw -78740.876334 + Penalty 3172.049753 = -75568.826581
  nChanged 5
		SP:Iteration 14Q (7511.720000 sec): 3 clusters
  Score: Raw -78758.614704 + Penalty 3172.049753 = -75586.564951
  nChanged 7
		SP:Iteration 15Q (7511.720000 sec): 3 clusters
  Score: Raw -78775.502923 + Penalty 3172.049753 = -75603.453170
  nChanged 3
		SP:Iteration 16Q (7511.720000 sec): 3 clusters
  Score: Raw -78780.297890 + Penalty 3172.049753 = -75608.248138
  nChanged 0
		SP:Iteration 17F (7511.730000 sec): 3 clusters
  Score: Raw -78780.297890 + Penalty 3172.049753 = -75608.248138
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.730000 sec): 2 clusters
  Score: Raw -24891.149195 + Penalty 1367.330329 = -23523.818866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.730000 sec): 3 clusters
  Score: Raw -25372.593443 + Penalty 2734.660658 = -22637.932785
  nChanged 47
		SP:Iteration 1F (7511.730000 sec): 3 clusters
  Score: Raw -25855.372695 + Penalty 2734.660658 = -23120.712037
  nChanged 21
		SP:Iteration 2F (7511.730000 sec): 3 clusters
  Score: Raw -25979.825631 + Penalty 2734.660658 = -23245.164973
  nChanged 9
		SP:Iteration 3Q (7511.730000 sec): 3 clusters
  Score: Raw -26041.330609 + Penalty 2734.660658 = -23306.669951
  nChanged 3
		SP:Iteration 4Q (7511.740000 sec): 3 clusters
  Score: Raw -26080.695045 + Penalty 2734.660658 = -23346.034387
  nChanged 0
		SP:Iteration 5F (7511.740000 sec): 3 clusters
  Score: Raw -26080.695045 + Penalty 2734.660658 = -23346.034387
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.740000 sec): 2 clusters
  Score: Raw -33339.247056 + Penalty 1391.149005 = -31948.098051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.740000 sec): 3 clusters
  Score: Raw -33523.349021 + Penalty 2782.298010 = -30741.051011
  nChanged 34
		SP:Iteration 1F (7511.740000 sec): 3 clusters
  Score: Raw -33746.731507 + Penalty 2782.298010 = -30964.433496
  nChanged 19
		SP:Iteration 2F (7511.740000 sec): 3 clusters
  Score: Raw -33950.751198 + Penalty 2782.298010 = -31168.453188
  nChanged 17
		SP:Iteration 3F (7511.740000 sec): 3 clusters
  Score: Raw -34074.845432 + Penalty 2782.298010 = -31292.547421
  nChanged 11
		SP:Iteration 4Q (7511.740000 sec): 3 clusters
  Score: Raw -34139.543885 + Penalty 2782.298010 = -31357.245874
  nChanged 1
		SP:Iteration 5Q (7511.740000 sec): 3 clusters
  Score: Raw -34144.024419 + Penalty 2782.298010 = -31361.726408
  nChanged 0
		SP:Iteration 6F (7511.740000 sec): 3 clusters
  Score: Raw -34144.024419 + Penalty 2782.298010 = -31361.726408
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.750000 sec): 2 clusters
  Score: Raw -29517.385556 + Penalty 1335.354776 = -28182.030780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.750000 sec): 3 clusters
  Score: Raw -29701.001292 + Penalty 2670.709551 = -27030.291741
  nChanged 13
		SP:Iteration 1F (7511.750000 sec): 3 clusters
  Score: Raw -29744.347538 + Penalty 2670.709551 = -27073.637987
  nChanged 5
		SP:Iteration 2Q (7511.750000 sec): 3 clusters
  Score: Raw -29762.780693 + Penalty 2670.709551 = -27092.071142
  nChanged 1
		SP:Iteration 3Q (7511.750000 sec): 3 clusters
  Score: Raw -29767.724954 + Penalty 2670.709551 = -27097.015403
  nChanged 1
		SP:Iteration 4Q (7511.750000 sec): 3 clusters
  Score: Raw -29771.078360 + Penalty 2670.709551 = -27100.368809
  nChanged 1
		SP:Iteration 5Q (7511.750000 sec): 3 clusters
  Score: Raw -29773.700555 + Penalty 2670.709551 = -27102.991004
  nChanged 0
		SP:Iteration 6F (7511.760000 sec): 3 clusters
  Score: Raw -29773.700555 + Penalty 2670.709551 = -27102.991004
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.760000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.760000 sec): 3 clusters
  Score: Raw -55066.162076 + Penalty 2975.472535 = -52090.689541
  nChanged 60
		SP:Iteration 1F (7511.760000 sec): 3 clusters
  Score: Raw -55202.035112 + Penalty 2975.472535 = -52226.562577
  nChanged 18
		SP:Iteration 2Q (7511.760000 sec): 3 clusters
  Score: Raw -55261.042439 + Penalty 2975.472535 = -52285.569904
  nChanged 8
		SP:Iteration 3Q (7511.760000 sec): 3 clusters
  Score: Raw -55276.929113 + Penalty 2975.472535 = -52301.456578
  nChanged 5
		SP:Iteration 4Q (7511.760000 sec): 3 clusters
  Score: Raw -55290.647867 + Penalty 2975.472535 = -52315.175333
  nChanged 3
		SP:Iteration 5Q (7511.760000 sec): 3 clusters
  Score: Raw -55301.988567 + Penalty 2975.472535 = -52326.516032
  nChanged 1
		SP:Iteration 6Q (7511.770000 sec): 3 clusters
  Score: Raw -55303.137958 + Penalty 2975.472535 = -52327.665423
  nChanged 0
		SP:Iteration 7F (7511.770000 sec): 3 clusters
  Score: Raw -55303.137958 + Penalty 2975.472535 = -52327.665423
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.770000 sec): 2 clusters
  Score: Raw -17715.061371 + Penalty 1316.450389 = -16398.610982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.770000 sec): 3 clusters
  Score: Raw -18207.355556 + Penalty 2632.900778 = -15574.454778
  nChanged 45
		SP:Iteration 1F (7511.770000 sec): 3 clusters
  Score: Raw -18383.355175 + Penalty 2632.900778 = -15750.454397
  nChanged 18
		SP:Iteration 2F (7511.780000 sec): 3 clusters
  Score: Raw -18510.365944 + Penalty 2632.900778 = -15877.465166
  nChanged 11
		SP:Iteration 3F (7511.780000 sec): 3 clusters
  Score: Raw -18580.835896 + Penalty 2632.900778 = -15947.935118
  nChanged 8
		SP:Iteration 4Q (7511.780000 sec): 3 clusters
  Score: Raw -18630.298887 + Penalty 2632.900778 = -15997.398109
  nChanged 7
		SP:Iteration 5Q (7511.780000 sec): 3 clusters
  Score: Raw -18675.995321 + Penalty 2632.900778 = -16043.094543
  nChanged 5
		SP:Iteration 6Q (7511.780000 sec): 3 clusters
  Score: Raw -18697.913326 + Penalty 2632.900778 = -16065.012548
  nChanged 2
		SP:Iteration 7Q (7511.780000 sec): 3 clusters
  Score: Raw -18705.575937 + Penalty 2632.900778 = -16072.675159
  nChanged 1
		SP:Iteration 8Q (7511.780000 sec): 3 clusters
  Score: Raw -18708.468468 + Penalty 2632.900778 = -16075.567691
  nChanged 0
		SP:Iteration 9F (7511.780000 sec): 3 clusters
  Score: Raw -18708.668714 + Penalty 2632.900778 = -16075.767937
  nChanged 1
		SP:Iteration 10Q (7511.780000 sec): 3 clusters
  Score: Raw -18716.774394 + Penalty 2632.900778 = -16083.873616
  nChanged 1
		SP:Iteration 11Q (7511.780000 sec): 3 clusters
  Score: Raw -18732.830356 + Penalty 2632.900778 = -16099.929579
  nChanged 2
		SP:Iteration 12Q (7511.780000 sec): 3 clusters
  Score: Raw -18770.734313 + Penalty 2632.900778 = -16137.833535
  nChanged 0
		SP:Iteration 13F (7511.780000 sec): 3 clusters
  Score: Raw -18770.734313 + Penalty 2632.900778 = -16137.833535
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.780000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.780000 sec): 3 clusters
  Score: Raw -29527.828559 + Penalty 2686.385799 = -26841.442759
  nChanged 16
		SP:Iteration 1F (7511.790000 sec): 3 clusters
  Score: Raw -29587.115260 + Penalty 2686.385799 = -26900.729460
  nChanged 5
		SP:Iteration 2Q (7511.790000 sec): 3 clusters
  Score: Raw -29615.158933 + Penalty 2686.385799 = -26928.773134
  nChanged 1
		SP:Iteration 3Q (7511.790000 sec): 3 clusters
  Score: Raw -29628.346292 + Penalty 2686.385799 = -26941.960493
  nChanged 1
		SP:Iteration 4Q (7511.790000 sec): 3 clusters
  Score: Raw -29647.995901 + Penalty 2686.385799 = -26961.610101
  nChanged 0
		SP:Iteration 5F (7511.790000 sec): 3 clusters
  Score: Raw -29647.995901 + Penalty 2686.385799 = -26961.610101
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.790000 sec): 2 clusters
  Score: Raw -46074.767155 + Penalty 1447.033063 = -44627.734092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.790000 sec): 3 clusters
  Score: Raw -46287.387277 + Penalty 2894.066126 = -43393.321151
  nChanged 64
		SP:Iteration 1F (7511.790000 sec): 3 clusters
  Score: Raw -46487.009721 + Penalty 2894.066126 = -43592.943596
  nChanged 13
		SP:Iteration 2Q (7511.790000 sec): 3 clusters
  Score: Raw -46516.058587 + Penalty 2894.066126 = -43621.992461
  nChanged 4
		SP:Iteration 3Q (7511.800000 sec): 3 clusters
  Score: Raw -46525.474542 + Penalty 2894.066126 = -43631.408416
  nChanged 3
		SP:Iteration 4Q (7511.800000 sec): 3 clusters
  Score: Raw -46532.569606 + Penalty 2894.066126 = -43638.503481
  nChanged 2
		SP:Iteration 5Q (7511.800000 sec): 3 clusters
  Score: Raw -46538.282741 + Penalty 2894.066126 = -43644.216615
  nChanged 1
		SP:Iteration 6Q (7511.800000 sec): 3 clusters
  Score: Raw -46542.881494 + Penalty 2894.066126 = -43648.815368
  nChanged 3
		SP:Iteration 7Q (7511.800000 sec): 3 clusters
  Score: Raw -46549.105587 + Penalty 2894.066126 = -43655.039461
  nChanged 0
		SP:Iteration 8F (7511.800000 sec): 3 clusters
  Score: Raw -46549.105587 + Penalty 2894.066126 = -43655.039461
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.800000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.800000 sec): 3 clusters
  Score: Raw -55270.768102 + Penalty 3005.325105 = -52265.442997
  nChanged 75
		SP:Iteration 1F (7511.810000 sec): 3 clusters
  Score: Raw -55461.765782 + Penalty 3005.325105 = -52456.440677
  nChanged 17
		SP:Iteration 2Q (7511.810000 sec): 3 clusters
  Score: Raw -55534.017645 + Penalty 3005.325105 = -52528.692540
  nChanged 12
		SP:Iteration 3Q (7511.810000 sec): 3 clusters
  Score: Raw -55566.384170 + Penalty 3005.325105 = -52561.059065
  nChanged 10
		SP:Iteration 4Q (7511.810000 sec): 3 clusters
  Score: Raw -55592.331714 + Penalty 3005.325105 = -52587.006609
  nChanged 11
		SP:Iteration 5Q (7511.810000 sec): 3 clusters
  Score: Raw -55624.696163 + Penalty 3005.325105 = -52619.371058
  nChanged 5
		SP:Iteration 6Q (7511.810000 sec): 3 clusters
  Score: Raw -55637.714488 + Penalty 3005.325105 = -52632.389383
  nChanged 8
		SP:Iteration 7Q (7511.810000 sec): 3 clusters
  Score: Raw -55664.048681 + Penalty 3005.325105 = -52658.723576
  nChanged 3
		SP:Iteration 8Q (7511.810000 sec): 3 clusters
  Score: Raw -55670.322582 + Penalty 3005.325105 = -52664.997477
  nChanged 1
		SP:Iteration 9Q (7511.810000 sec): 3 clusters
  Score: Raw -55673.403278 + Penalty 3005.325105 = -52668.078173
  nChanged 1
		SP:Iteration 10Q (7511.820000 sec): 3 clusters
  Score: Raw -55679.275288 + Penalty 3005.325105 = -52673.950183
  nChanged 1
		SP:Iteration 11Q (7511.820000 sec): 3 clusters
  Score: Raw -55680.042553 + Penalty 3005.325105 = -52674.717448
  nChanged 0
		SP:Iteration 12F (7511.820000 sec): 3 clusters
  Score: Raw -55680.042553 + Penalty 3005.325105 = -52674.717448
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 39 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.820000 sec): 2 clusters
  Score: Raw -22896.629861 + Penalty 1287.853299 = -21608.776562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.820000 sec): 3 clusters
  Score: Raw -23226.824906 + Penalty 2575.706598 = -20651.118308
  nChanged 18
		SP:Iteration 1F (7511.820000 sec): 3 clusters
  Score: Raw -23310.342122 + Penalty 2575.706598 = -20734.635524
  nChanged 1
		SP:Iteration 2Q (7511.820000 sec): 3 clusters
  Score: Raw -23314.023961 + Penalty 2575.706598 = -20738.317363
  nChanged 0
		SP:Iteration 3F (7511.820000 sec): 3 clusters
  Score: Raw -23314.023961 + Penalty 2575.706598 = -20738.317363
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.830000 sec): 2 clusters
  Score: Raw -68690.960353 + Penalty 1547.104507 = -67143.855846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.830000 sec): 3 clusters
  Score: Raw -68765.686498 + Penalty 3094.209014 = -65671.477484
  nChanged 93
		SP:Iteration 1F (7511.830000 sec): 3 clusters
  Score: Raw -68931.878144 + Penalty 3094.209014 = -65837.669130
  nChanged 19
		SP:Iteration 2Q (7511.830000 sec): 3 clusters
  Score: Raw -68975.296178 + Penalty 3094.209014 = -65881.087164
  nChanged 6
		SP:Iteration 3Q (7511.840000 sec): 3 clusters
  Score: Raw -68987.010575 + Penalty 3094.209014 = -65892.801561
  nChanged 4
		SP:Iteration 4Q (7511.840000 sec): 3 clusters
  Score: Raw -68994.517449 + Penalty 3094.209014 = -65900.308435
  nChanged 4
		SP:Iteration 5Q (7511.840000 sec): 3 clusters
  Score: Raw -69001.950454 + Penalty 3094.209014 = -65907.741440
  nChanged 5
		SP:Iteration 6Q (7511.840000 sec): 3 clusters
  Score: Raw -69014.650759 + Penalty 3094.209014 = -65920.441745
  nChanged 4
		SP:Iteration 7Q (7511.840000 sec): 3 clusters
  Score: Raw -69025.058251 + Penalty 3094.209014 = -65930.849237
  nChanged 2
		SP:Iteration 8Q (7511.840000 sec): 3 clusters
  Score: Raw -69027.326085 + Penalty 3094.209014 = -65933.117071
  nChanged 0
		SP:Iteration 9F (7511.840000 sec): 3 clusters
  Score: Raw -69027.326085 + Penalty 3094.209014 = -65933.117071
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.850000 sec): 2 clusters
  Score: Raw -28608.723062 + Penalty 1441.162966 = -27167.560096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.850000 sec): 3 clusters
  Score: Raw -29157.744983 + Penalty 2882.325933 = -26275.419051
  nChanged 99
		SP:Iteration 1F (7511.850000 sec): 3 clusters
  Score: Raw -29748.971531 + Penalty 2882.325933 = -26866.645598
  nChanged 47
		SP:Iteration 2F (7511.850000 sec): 3 clusters
  Score: Raw -30489.926411 + Penalty 2882.325933 = -27607.600479
  nChanged 11
		SP:Iteration 3Q (7511.850000 sec): 3 clusters
  Score: Raw -30696.874972 + Penalty 2882.325933 = -27814.549040
  nChanged 5
		SP:Iteration 4Q (7511.860000 sec): 3 clusters
  Score: Raw -30792.592841 + Penalty 2882.325933 = -27910.266909
  nChanged 3
		SP:Iteration 5Q (7511.860000 sec): 3 clusters
  Score: Raw -30969.155534 + Penalty 2882.325933 = -28086.829602
  nChanged 7
		SP:Iteration 6Q (7511.860000 sec): 3 clusters
  Score: Raw -31131.597649 + Penalty 2882.325933 = -28249.271716
  nChanged 3
		SP:Iteration 7Q (7511.860000 sec): 3 clusters
  Score: Raw -31175.342561 + Penalty 2882.325933 = -28293.016628
  nChanged 3
		SP:Iteration 8Q (7511.860000 sec): 3 clusters
  Score: Raw -31207.543003 + Penalty 2882.325933 = -28325.217070
  nChanged 2
		SP:Iteration 9Q (7511.860000 sec): 3 clusters
  Score: Raw -31243.305578 + Penalty 2882.325933 = -28360.979646
  nChanged 3
		SP:Iteration 10Q (7511.860000 sec): 3 clusters
  Score: Raw -31324.259788 + Penalty 2882.325933 = -28441.933855
  nChanged 1
		SP:Iteration 11Q (7511.860000 sec): 3 clusters
  Score: Raw -31380.279170 + Penalty 2882.325933 = -28497.953237
  nChanged 4
		SP:Iteration 12Q (7511.860000 sec): 3 clusters
  Score: Raw -31550.541071 + Penalty 2882.325933 = -28668.215138
  nChanged 2
		SP:Iteration 13Q (7511.860000 sec): 3 clusters
  Score: Raw -31818.493011 + Penalty 2882.325933 = -28936.167078
  nChanged 0
		SP:Iteration 14F (7511.860000 sec): 3 clusters
  Score: Raw -31839.554734 + Penalty 2882.325933 = -28957.228801
  nChanged 1
		SP:Iteration 15Q (7511.860000 sec): 3 clusters
  Score: Raw -32068.194779 + Penalty 2882.325933 = -29185.868846
  nChanged 0
		SP:Iteration 16F (7511.860000 sec): 3 clusters
  Score: Raw -32068.194779 + Penalty 2882.325933 = -29185.868846
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 38.
Iteration 259Q (7522.550000 sec): 42 clusters
  Score: Raw -117667091.712797 + Penalty 138362.130809 = -117528729.581987
  nChanged 28
Iteration 260F (7564.880000 sec): 42 clusters
  Score: Raw -117668588.976669 + Penalty 138362.130809 = -117530226.845859
  nChanged 70
Iteration 261Q (7575.590000 sec): 42 clusters
  Score: Raw -117671400.772321 + Penalty 138362.130809 = -117533038.641512
  nChanged 30
Iteration 262Q (7586.280000 sec): 42 clusters
  Score: Raw -117671480.989010 + Penalty 138362.130809 = -117533118.858200
  nChanged 14
Iteration 263Q (7596.970000 sec): 42 clusters
  Score: Raw -117671556.032335 + Penalty 138362.130809 = -117533193.901525
  nChanged 16
Iteration 264Q (7607.670000 sec): 42 clusters
  Score: Raw -117671613.925892 + Penalty 138362.130809 = -117533251.795083
  nChanged 15
Iteration 265Q (7618.370000 sec): 42 clusters
  Score: Raw -117671677.182348 + Penalty 138362.130809 = -117533315.051539
  nChanged 17
Iteration 266Q (7629.070000 sec): 42 clusters
  Score: Raw -117671677.864963 + Penalty 138362.130809 = -117533315.734154
  nChanged 12
Iteration 267Q (7639.770000 sec): 42 clusters
  Score: Raw -117671678.154537 + Penalty 138362.130809 = -117533316.023727
  nChanged 15
Iteration 268Q (7650.490000 sec): 42 clusters
  Score: Raw -117671678.592360 + Penalty 138362.130809 = -117533316.461551
  nChanged 16
Iteration 269Q (7661.180000 sec): 42 clusters
  Score: Raw -117671679.332671 + Penalty 138362.130809 = -117533317.201862
  nChanged 28
Iteration 270Q (7671.870000 sec): 42 clusters
  Score: Raw -117671680.350651 + Penalty 138362.130809 = -117533318.219842
  nChanged 23
Iteration 271Q (7682.530000 sec): 42 clusters
  Score: Raw -117671681.016140 + Penalty 138362.130809 = -117533318.885330
  nChanged 25
Iteration 272Q (7693.230000 sec): 42 clusters
  Score: Raw -117671681.811877 + Penalty 138362.130809 = -117533319.681067
  nChanged 25
Iteration 273Q (7703.890000 sec): 42 clusters
  Score: Raw -117671682.947622 + Penalty 138362.130809 = -117533320.816813
  nChanged 27
Iteration 274Q (7714.550000 sec): 42 clusters
  Score: Raw -117671684.345218 + Penalty 138362.130809 = -117533322.214409
  nChanged 24
Iteration 275Q (7725.220000 sec): 42 clusters
  Score: Raw -117671685.375230 + Penalty 138362.130809 = -117533323.244421
  nChanged 36
Iteration 276Q (7735.890000 sec): 42 clusters
  Score: Raw -117671686.760076 + Penalty 138362.130809 = -117533324.629266
  nChanged 29
Iteration 277Q (7746.550000 sec): 42 clusters
  Score: Raw -117671687.478451 + Penalty 138362.130809 = -117533325.347641
  nChanged 32
Iteration 278Q (7757.220000 sec): 42 clusters
  Score: Raw -117671688.458532 + Penalty 138362.130809 = -117533326.327723
  nChanged 32
Iteration 279Q (7767.890000 sec): 42 clusters
  Score: Raw -117671689.452096 + Penalty 138362.130809 = -117533327.321287
  nChanged 22
Iteration 280F (7810.120000 sec): 42 clusters
  Score: Raw -117674086.929815 + Penalty 138362.130809 = -117535724.799005
  nChanged 74
Iteration 281Q (7818.960000 sec): 42 clusters
  Score: Raw -117675090.220235 + Penalty 138362.130809 = -117536728.089426
  nChanged 30
Iteration 282Q (7827.780000 sec): 42 clusters
  Score: Raw -117675124.375010 + Penalty 138362.130809 = -117536762.244201
  nChanged 31
Iteration 283Q (7836.530000 sec): 42 clusters
  Score: Raw -117675136.384956 + Penalty 138362.130809 = -117536774.254146
  nChanged 29
Iteration 284Q (7845.290000 sec): 42 clusters
  Score: Raw -117675140.615498 + Penalty 138362.130809 = -117536778.484689
  nChanged 20
Iteration 285Q (7854.050000 sec): 42 clusters
  Score: Raw -117675145.857962 + Penalty 138362.130809 = -117536783.727153
  nChanged 16
Iteration 286Q (7862.840000 sec): 42 clusters
  Score: Raw -117675150.549636 + Penalty 138362.130809 = -117536788.418826
  nChanged 20
Iteration 287Q (7871.610000 sec): 42 clusters
  Score: Raw -117675153.986828 + Penalty 138362.130809 = -117536791.856018
  nChanged 21
Iteration 288Q (7880.410000 sec): 42 clusters
  Score: Raw -117675154.379602 + Penalty 138362.130809 = -117536792.248793
  nChanged 11
Iteration 289Q (7889.190000 sec): 42 clusters
  Score: Raw -117675154.675608 + Penalty 138362.130809 = -117536792.544799
  nChanged 9
Iteration 290Q (7897.960000 sec): 42 clusters
  Score: Raw -117675154.979079 + Penalty 138362.130809 = -117536792.848269
  nChanged 12
Iteration 291Q (7906.730000 sec): 42 clusters
  Score: Raw -117675155.255227 + Penalty 138362.130809 = -117536793.124417
  nChanged 12
Iteration 292Q (7915.490000 sec): 42 clusters
  Score: Raw -117675155.387256 + Penalty 138362.130809 = -117536793.256446
  nChanged 9
Iteration 293Q (7924.240000 sec): 42 clusters
  Score: Raw -117675155.485389 + Penalty 138362.130809 = -117536793.354580
  nChanged 11
Iteration 294Q (7933.000000 sec): 42 clusters
  Score: Raw -117675155.677407 + Penalty 138362.130809 = -117536793.546597
  nChanged 21
Iteration 295Q (7941.760000 sec): 42 clusters
  Score: Raw -117675155.970493 + Penalty 138362.130809 = -117536793.839683
  nChanged 14
Iteration 296Q (7950.520000 sec): 42 clusters
  Score: Raw -117675156.209443 + Penalty 138362.130809 = -117536794.078634
  nChanged 19
Iteration 297Q (7959.270000 sec): 42 clusters
  Score: Raw -117675156.588499 + Penalty 138362.130809 = -117536794.457690
  nChanged 24
Iteration 298Q (7968.030000 sec): 42 clusters
  Score: Raw -117675156.985873 + Penalty 138362.130809 = -117536794.855064
  nChanged 18
Writing temp clu file 
Because OldScore, -117536794.457690, is greater than current (better) Score,-117536794.855064 
 Compute initial score before splitting:   Score: Raw -117675156.985873 + Penalty 138362.130809 = -117536794.855064
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7968.180000 sec): 2 clusters
  Score: Raw -1048183.648990 + Penalty 2200.863096 = -1045982.785895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7968.210000 sec): 3 clusters
  Score: Raw -1044512.237960 + Penalty 4401.726192 = -1040110.511768
  nChanged 2861
		SP:Iteration 1F (7968.240000 sec): 3 clusters
  Score: Raw -1046038.947748 + Penalty 4401.726192 = -1041637.221556
  nChanged 503
		SP:Iteration 2F (7968.260000 sec): 3 clusters
  Score: Raw -1046305.520656 + Penalty 4401.726192 = -1041903.794464
  nChanged 365
		SP:Iteration 3F (7968.280000 sec): 3 clusters
  Score: Raw -1046493.377930 + Penalty 4401.726192 = -1042091.651738
  nChanged 302
		SP:Iteration 4Q (7968.310000 sec): 3 clusters
  Score: Raw -1046639.059824 + Penalty 4401.726192 = -1042237.333632
  nChanged 248
		SP:Iteration 5Q (7968.330000 sec): 3 clusters
  Score: Raw -1046768.455694 + Penalty 4401.726192 = -1042366.729502
  nChanged 242
		SP:Iteration 6Q (7968.360000 sec): 3 clusters
  Score: Raw -1046882.974074 + Penalty 4401.726192 = -1042481.247883
  nChanged 218
		SP:Iteration 7Q (7968.380000 sec): 3 clusters
  Score: Raw -1046998.159067 + Penalty 4401.726192 = -1042596.432876
  nChanged 241
		SP:Iteration 8Q (7968.410000 sec): 3 clusters
  Score: Raw -1047126.638526 + Penalty 4401.726192 = -1042724.912334
  nChanged 235
		SP:Iteration 9Q (7968.430000 sec): 3 clusters
  Score: Raw -1047268.536740 + Penalty 4401.726192 = -1042866.810548
  nChanged 263
		SP:Iteration 10Q (7968.460000 sec): 3 clusters
  Score: Raw -1047422.415621 + Penalty 4401.726192 = -1043020.689429
  nChanged 215
		SP:Iteration 11Q (7968.480000 sec): 3 clusters
  Score: Raw -1047553.230260 + Penalty 4401.726192 = -1043151.504068
  nChanged 205
		SP:Iteration 12Q (7968.500000 sec): 3 clusters
  Score: Raw -1047684.469280 + Penalty 4401.726192 = -1043282.743089
  nChanged 204
		SP:Iteration 13Q (7968.530000 sec): 3 clusters
  Score: Raw -1047825.049007 + Penalty 4401.726192 = -1043423.322816
  nChanged 178
		SP:Iteration 14Q (7968.550000 sec): 3 clusters
  Score: Raw -1047948.121786 + Penalty 4401.726192 = -1043546.395595
  nChanged 135
		SP:Iteration 15Q (7968.570000 sec): 3 clusters
  Score: Raw -1048036.288031 + Penalty 4401.726192 = -1043634.561839
  nChanged 117
		SP:Iteration 16Q (7968.590000 sec): 3 clusters
  Score: Raw -1048129.939541 + Penalty 4401.726192 = -1043728.213349
  nChanged 95
		SP:Iteration 17Q (7968.620000 sec): 3 clusters
  Score: Raw -1048203.015388 + Penalty 4401.726192 = -1043801.289196
  nChanged 63
		SP:Iteration 18Q (7968.640000 sec): 3 clusters
  Score: Raw -1048253.773501 + Penalty 4401.726192 = -1043852.047310
  nChanged 56
		SP:Iteration 19Q (7968.660000 sec): 3 clusters
  Score: Raw -1048300.733671 + Penalty 4401.726192 = -1043899.007479
  nChanged 42
		SP:Iteration 20F (7968.680000 sec): 3 clusters
  Score: Raw -1048339.259086 + Penalty 4401.726192 = -1043937.532894
  nChanged 30
		SP:Iteration 21Q (7968.710000 sec): 3 clusters
  Score: Raw -1048361.035991 + Penalty 4401.726192 = -1043959.309799
  nChanged 11
		SP:Iteration 22Q (7968.730000 sec): 3 clusters
  Score: Raw -1048369.611654 + Penalty 4401.726192 = -1043967.885462
  nChanged 7
		SP:Iteration 23Q (7968.750000 sec): 3 clusters
  Score: Raw -1048375.379065 + Penalty 4401.726192 = -1043973.652873
  nChanged 10
		SP:Iteration 24Q (7968.770000 sec): 3 clusters
  Score: Raw -1048382.628042 + Penalty 4401.726192 = -1043980.901850
  nChanged 8
		SP:Iteration 25Q (7968.790000 sec): 3 clusters
  Score: Raw -1048386.921547 + Penalty 4401.726192 = -1043985.195355
  nChanged 6
		SP:Iteration 26Q (7968.810000 sec): 3 clusters
  Score: Raw -1048390.691209 + Penalty 4401.726192 = -1043988.965017
  nChanged 4
		SP:Iteration 27Q (7968.840000 sec): 3 clusters
  Score: Raw -1048393.296787 + Penalty 4401.726192 = -1043991.570595
  nChanged 2
		SP:Iteration 28Q (7968.860000 sec): 3 clusters
  Score: Raw -1048394.433518 + Penalty 4401.726192 = -1043992.707326
  nChanged 2
		SP:Iteration 29Q (7968.880000 sec): 3 clusters
  Score: Raw -1048395.991155 + Penalty 4401.726192 = -1043994.264963
  nChanged 1
		SP:Iteration 30Q (7968.900000 sec): 3 clusters
  Score: Raw -1048396.494878 + Penalty 4401.726192 = -1043994.768686
  nChanged 0
		SP:Iteration 31F (7968.920000 sec): 3 clusters
  Score: Raw -1048396.494878 + Penalty 4401.726192 = -1043994.768686
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7637 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7968.950000 sec): 2 clusters
  Score: Raw -1103545.830385 + Penalty 2217.308513 = -1101328.521872
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7968.970000 sec): 3 clusters
  Score: Raw -1099539.450587 + Penalty 4434.617027 = -1095104.833560
  nChanged 3069
		SP:Iteration 1F (7969.000000 sec): 3 clusters
  Score: Raw -1101229.212826 + Penalty 4434.617027 = -1096794.595799
  nChanged 555
		SP:Iteration 2F (7969.020000 sec): 3 clusters
  Score: Raw -1101524.819495 + Penalty 4434.617027 = -1097090.202468
  nChanged 435
		SP:Iteration 3F (7969.050000 sec): 3 clusters
  Score: Raw -1101736.245320 + Penalty 4434.617027 = -1097301.628294
  nChanged 332
		SP:Iteration 4Q (7969.080000 sec): 3 clusters
  Score: Raw -1101924.893279 + Penalty 4434.617027 = -1097490.276252
  nChanged 323
		SP:Iteration 5Q (7969.100000 sec): 3 clusters
  Score: Raw -1102111.269164 + Penalty 4434.617027 = -1097676.652137
  nChanged 289
		SP:Iteration 6Q (7969.130000 sec): 3 clusters
  Score: Raw -1102257.306847 + Penalty 4434.617027 = -1097822.689821
  nChanged 243
		SP:Iteration 7Q (7969.160000 sec): 3 clusters
  Score: Raw -1102374.927918 + Penalty 4434.617027 = -1097940.310891
  nChanged 229
		SP:Iteration 8Q (7969.180000 sec): 3 clusters
  Score: Raw -1102483.642684 + Penalty 4434.617027 = -1098049.025657
  nChanged 199
		SP:Iteration 9Q (7969.210000 sec): 3 clusters
  Score: Raw -1102586.706282 + Penalty 4434.617027 = -1098152.089255
  nChanged 227
		SP:Iteration 10Q (7969.240000 sec): 3 clusters
  Score: Raw -1102690.083466 + Penalty 4434.617027 = -1098255.466439
  nChanged 207
		SP:Iteration 11Q (7969.260000 sec): 3 clusters
  Score: Raw -1102783.991874 + Penalty 4434.617027 = -1098349.374847
  nChanged 174
		SP:Iteration 12Q (7969.290000 sec): 3 clusters
  Score: Raw -1102860.944965 + Penalty 4434.617027 = -1098426.327938
  nChanged 157
		SP:Iteration 13Q (7969.310000 sec): 3 clusters
  Score: Raw -1102927.805815 + Penalty 4434.617027 = -1098493.188788
  nChanged 127
		SP:Iteration 14Q (7969.340000 sec): 3 clusters
  Score: Raw -1102972.433342 + Penalty 4434.617027 = -1098537.816316
  nChanged 112
		SP:Iteration 15Q (7969.360000 sec): 3 clusters
  Score: Raw -1103017.411131 + Penalty 4434.617027 = -1098582.794105
  nChanged 108
		SP:Iteration 16Q (7969.390000 sec): 3 clusters
  Score: Raw -1103061.091130 + Penalty 4434.617027 = -1098626.474103
  nChanged 100
		SP:Iteration 17Q (7969.420000 sec): 3 clusters
  Score: Raw -1103097.637558 + Penalty 4434.617027 = -1098663.020531
  nChanged 103
		SP:Iteration 18Q (7969.440000 sec): 3 clusters
  Score: Raw -1103140.762376 + Penalty 4434.617027 = -1098706.145349
  nChanged 85
		SP:Iteration 19Q (7969.470000 sec): 3 clusters
  Score: Raw -1103174.786877 + Penalty 4434.617027 = -1098740.169850
  nChanged 98
		SP:Iteration 20F (7969.500000 sec): 3 clusters
  Score: Raw -1103214.202450 + Penalty 4434.617027 = -1098779.585423
  nChanged 106
		SP:Iteration 21Q (7969.520000 sec): 3 clusters
  Score: Raw -1103259.468708 + Penalty 4434.617027 = -1098824.851681
  nChanged 86
		SP:Iteration 22Q (7969.540000 sec): 3 clusters
  Score: Raw -1103294.851429 + Penalty 4434.617027 = -1098860.234402
  nChanged 89
		SP:Iteration 23Q (7969.570000 sec): 3 clusters
  Score: Raw -1103331.375092 + Penalty 4434.617027 = -1098896.758065
  nChanged 85
		SP:Iteration 24Q (7969.600000 sec): 3 clusters
  Score: Raw -1103366.500775 + Penalty 4434.617027 = -1098931.883748
  nChanged 81
		SP:Iteration 25Q (7969.620000 sec): 3 clusters
  Score: Raw -1103396.670695 + Penalty 4434.617027 = -1098962.053668
  nChanged 69
		SP:Iteration 26Q (7969.640000 sec): 3 clusters
  Score: Raw -1103420.046610 + Penalty 4434.617027 = -1098985.429583
  nChanged 61
		SP:Iteration 27Q (7969.670000 sec): 3 clusters
  Score: Raw -1103442.423353 + Penalty 4434.617027 = -1099007.806326
  nChanged 54
		SP:Iteration 28Q (7969.700000 sec): 3 clusters
  Score: Raw -1103460.036324 + Penalty 4434.617027 = -1099025.419297
  nChanged 42
		SP:Iteration 29Q (7969.720000 sec): 3 clusters
  Score: Raw -1103474.801634 + Penalty 4434.617027 = -1099040.184607
  nChanged 37
		SP:Iteration 30Q (7969.740000 sec): 3 clusters
  Score: Raw -1103486.171202 + Penalty 4434.617027 = -1099051.554175
  nChanged 28
		SP:Iteration 31Q (7969.770000 sec): 3 clusters
  Score: Raw -1103492.815810 + Penalty 4434.617027 = -1099058.198783
  nChanged 12
		SP:Iteration 32Q (7969.790000 sec): 3 clusters
  Score: Raw -1103495.559604 + Penalty 4434.617027 = -1099060.942577
  nChanged 9
		SP:Iteration 33Q (7969.820000 sec): 3 clusters
  Score: Raw -1103497.758296 + Penalty 4434.617027 = -1099063.141269
  nChanged 13
		SP:Iteration 34Q (7969.840000 sec): 3 clusters
  Score: Raw -1103501.135215 + Penalty 4434.617027 = -1099066.518188
  nChanged 12
		SP:Iteration 35Q (7969.870000 sec): 3 clusters
  Score: Raw -1103504.157030 + Penalty 4434.617027 = -1099069.540003
  nChanged 12
		SP:Iteration 36Q (7969.890000 sec): 3 clusters
  Score: Raw -1103507.462469 + Penalty 4434.617027 = -1099072.845442
  nChanged 12
		SP:Iteration 37Q (7969.920000 sec): 3 clusters
  Score: Raw -1103511.022460 + Penalty 4434.617027 = -1099076.405433
  nChanged 14
		SP:Iteration 38Q (7969.940000 sec): 3 clusters
  Score: Raw -1103514.929103 + Penalty 4434.617027 = -1099080.312076
  nChanged 16
		SP:Iteration 39Q (7969.960000 sec): 3 clusters
  Score: Raw -1103519.763330 + Penalty 4434.617027 = -1099085.146303
  nChanged 17
		SP:Iteration 40F (7969.990000 sec): 3 clusters
  Score: Raw -1103522.779808 + Penalty 4434.617027 = -1099088.162781
  nChanged 12
		SP:Iteration 41Q (7970.010000 sec): 3 clusters
  Score: Raw -1103525.239469 + Penalty 4434.617027 = -1099090.622442
  nChanged 11
		SP:Iteration 42Q (7970.040000 sec): 3 clusters
  Score: Raw -1103527.519509 + Penalty 4434.617027 = -1099092.902482
  nChanged 12
		SP:Iteration 43Q (7970.060000 sec): 3 clusters
  Score: Raw -1103529.667135 + Penalty 4434.617027 = -1099095.050108
  nChanged 12
		SP:Iteration 44Q (7970.090000 sec): 3 clusters
  Score: Raw -1103531.927896 + Penalty 4434.617027 = -1099097.310869
  nChanged 9
		SP:Iteration 45Q (7970.110000 sec): 3 clusters
  Score: Raw -1103533.618102 + Penalty 4434.617027 = -1099099.001075
  nChanged 8
		SP:Iteration 46Q (7970.140000 sec): 3 clusters
  Score: Raw -1103534.902322 + Penalty 4434.617027 = -1099100.285295
  nChanged 7
		SP:Iteration 47Q (7970.160000 sec): 3 clusters
  Score: Raw -1103536.522055 + Penalty 4434.617027 = -1099101.905028
  nChanged 6
		SP:Iteration 48Q (7970.180000 sec): 3 clusters
  Score: Raw -1103538.096617 + Penalty 4434.617027 = -1099103.479590
  nChanged 9
		SP:Iteration 49Q (7970.210000 sec): 3 clusters
  Score: Raw -1103539.951068 + Penalty 4434.617027 = -1099105.334041
  nChanged 7
		SP:Iteration 50Q (7970.230000 sec): 3 clusters
  Score: Raw -1103541.398994 + Penalty 4434.617027 = -1099106.781967
  nChanged 5
		SP:Iteration 51Q (7970.260000 sec): 3 clusters
  Score: Raw -1103542.686495 + Penalty 4434.617027 = -1099108.069468
  nChanged 8
		SP:Iteration 52Q (7970.280000 sec): 3 clusters
  Score: Raw -1103544.141791 + Penalty 4434.617027 = -1099109.524764
  nChanged 2
		SP:Iteration 53Q (7970.300000 sec): 3 clusters
  Score: Raw -1103544.783675 + Penalty 4434.617027 = -1099110.166648
  nChanged 4
		SP:Iteration 54Q (7970.330000 sec): 3 clusters
  Score: Raw -1103545.557964 + Penalty 4434.617027 = -1099110.940937
  nChanged 1
		SP:Iteration 55Q (7970.350000 sec): 3 clusters
  Score: Raw -1103545.688737 + Penalty 4434.617027 = -1099111.071710
  nChanged 0
		SP:Iteration 56F (7970.380000 sec): 3 clusters
  Score: Raw -1103545.688737 + Penalty 4434.617027 = -1099111.071710
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7970.480000 sec): 2 clusters
  Score: Raw -4023086.398677 + Penalty 2532.630925 = -4020553.767752
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7970.580000 sec): 3 clusters
  Score: Raw -4006898.325070 + Penalty 5065.261850 = -4001833.063220
  nChanged 12141
		SP:Iteration 1F (7970.670000 sec): 3 clusters
  Score: Raw -4013324.593281 + Penalty 5065.261850 = -4008259.331431
  nChanged 1257
		SP:Iteration 2Q (7970.770000 sec): 3 clusters
  Score: Raw -4013722.237119 + Penalty 5065.261850 = -4008656.975269
  nChanged 1121
		SP:Iteration 3Q (7970.870000 sec): 3 clusters
  Score: Raw -4014075.564604 + Penalty 5065.261850 = -4009010.302754
  nChanged 1038
		SP:Iteration 4Q (7970.970000 sec): 3 clusters
  Score: Raw -4014424.275611 + Penalty 5065.261850 = -4009359.013761
  nChanged 1007
		SP:Iteration 5Q (7971.070000 sec): 3 clusters
  Score: Raw -4014791.582882 + Penalty 5065.261850 = -4009726.321032
  nChanged 985
		SP:Iteration 6Q (7971.170000 sec): 3 clusters
  Score: Raw -4015205.110193 + Penalty 5065.261850 = -4010139.848343
  nChanged 1028
		SP:Iteration 7Q (7971.260000 sec): 3 clusters
  Score: Raw -4015710.742683 + Penalty 5065.261850 = -4010645.480833
  nChanged 1110
		SP:Iteration 8Q (7971.360000 sec): 3 clusters
  Score: Raw -4016309.699975 + Penalty 5065.261850 = -4011244.438125
  nChanged 1159
		SP:Iteration 9Q (7971.460000 sec): 3 clusters
  Score: Raw -4017022.428471 + Penalty 5065.261850 = -4011957.166621
  nChanged 1270
		SP:Iteration 10Q (7971.560000 sec): 3 clusters
  Score: Raw -4017875.352212 + Penalty 5065.261850 = -4012810.090362
  nChanged 1285
		SP:Iteration 11Q (7971.660000 sec): 3 clusters
  Score: Raw -4018731.436293 + Penalty 5065.261850 = -4013666.174443
  nChanged 1221
		SP:Iteration 12Q (7971.750000 sec): 3 clusters
  Score: Raw -4019565.418555 + Penalty 5065.261850 = -4014500.156705
  nChanged 1202
		SP:Iteration 13Q (7971.840000 sec): 3 clusters
  Score: Raw -4020405.574024 + Penalty 5065.261850 = -4015340.312174
  nChanged 1083
		SP:Iteration 14Q (7971.930000 sec): 3 clusters
  Score: Raw -4021135.077576 + Penalty 5065.261850 = -4016069.815726
  nChanged 916
		SP:Iteration 15Q (7972.020000 sec): 3 clusters
  Score: Raw -4021751.480487 + Penalty 5065.261850 = -4016686.218637
  nChanged 724
		SP:Iteration 16Q (7972.100000 sec): 3 clusters
  Score: Raw -4022209.620157 + Penalty 5065.261850 = -4017144.358307
  nChanged 554
		SP:Iteration 17Q (7972.180000 sec): 3 clusters
  Score: Raw -4022547.729038 + Penalty 5065.261850 = -4017482.467188
  nChanged 419
		SP:Iteration 18Q (7972.260000 sec): 3 clusters
  Score: Raw -4022792.862799 + Penalty 5065.261850 = -4017727.600949
  nChanged 291
		SP:Iteration 19Q (7972.340000 sec): 3 clusters
  Score: Raw -4022972.071386 + Penalty 5065.261850 = -4017906.809536
  nChanged 217
		SP:Iteration 20F (7972.440000 sec): 3 clusters
  Score: Raw -4023109.595296 + Penalty 5065.261850 = -4018044.333446
  nChanged 148
		SP:Iteration 21Q (7972.510000 sec): 3 clusters
  Score: Raw -4023191.573051 + Penalty 5065.261850 = -4018126.311201
  nChanged 100
		SP:Iteration 22Q (7972.580000 sec): 3 clusters
  Score: Raw -4023248.561414 + Penalty 5065.261850 = -4018183.299564
  nChanged 84
		SP:Iteration 23Q (7972.660000 sec): 3 clusters
  Score: Raw -4023305.011035 + Penalty 5065.261850 = -4018239.749185
  nChanged 69
		SP:Iteration 24Q (7972.730000 sec): 3 clusters
  Score: Raw -4023343.771859 + Penalty 5065.261850 = -4018278.510009
  nChanged 48
		SP:Iteration 25Q (7972.800000 sec): 3 clusters
  Score: Raw -4023368.164949 + Penalty 5065.261850 = -4018302.903099
  nChanged 39
		SP:Iteration 26Q (7972.880000 sec): 3 clusters
  Score: Raw -4023386.393147 + Penalty 5065.261850 = -4018321.131297
  nChanged 25
		SP:Iteration 27Q (7972.940000 sec): 3 clusters
  Score: Raw -4023401.492317 + Penalty 5065.261850 = -4018336.230467
  nChanged 21
		SP:Iteration 28Q (7973.020000 sec): 3 clusters
  Score: Raw -4023414.109643 + Penalty 5065.261850 = -4018348.847793
  nChanged 20
		SP:Iteration 29Q (7973.090000 sec): 3 clusters
  Score: Raw -4023425.931497 + Penalty 5065.261850 = -4018360.669647
  nChanged 25
		SP:Iteration 30Q (7973.160000 sec): 3 clusters
  Score: Raw -4023441.228873 + Penalty 5065.261850 = -4018375.967023
  nChanged 16
		SP:Iteration 31Q (7973.230000 sec): 3 clusters
  Score: Raw -4023450.595442 + Penalty 5065.261850 = -4018385.333592
  nChanged 18
		SP:Iteration 32Q (7973.300000 sec): 3 clusters
  Score: Raw -4023460.390682 + Penalty 5065.261850 = -4018395.128832
  nChanged 17
		SP:Iteration 33Q (7973.370000 sec): 3 clusters
  Score: Raw -4023470.319086 + Penalty 5065.261850 = -4018405.057236
  nChanged 10
		SP:Iteration 34Q (7973.440000 sec): 3 clusters
  Score: Raw -4023475.304474 + Penalty 5065.261850 = -4018410.042624
  nChanged 10
		SP:Iteration 35Q (7973.510000 sec): 3 clusters
  Score: Raw -4023480.347243 + Penalty 5065.261850 = -4018415.085393
  nChanged 13
		SP:Iteration 36Q (7973.580000 sec): 3 clusters
  Score: Raw -4023486.943458 + Penalty 5065.261850 = -4018421.681608
  nChanged 10
		SP:Iteration 37Q (7973.650000 sec): 3 clusters
  Score: Raw -4023493.305976 + Penalty 5065.261850 = -4018428.044126
  nChanged 12
		SP:Iteration 38Q (7973.720000 sec): 3 clusters
  Score: Raw -4023500.967359 + Penalty 5065.261850 = -4018435.705509
  nChanged 10
		SP:Iteration 39Q (7973.790000 sec): 3 clusters
  Score: Raw -4023508.038482 + Penalty 5065.261850 = -4018442.776632
  nChanged 6
		SP:Iteration 40F (7973.880000 sec): 3 clusters
  Score: Raw -4023512.157354 + Penalty 5065.261850 = -4018446.895504
  nChanged 8
		SP:Iteration 41Q (7973.960000 sec): 3 clusters
  Score: Raw -4023516.287963 + Penalty 5065.261850 = -4018451.026113
  nChanged 6
		SP:Iteration 42Q (7974.020000 sec): 3 clusters
  Score: Raw -4023519.110406 + Penalty 5065.261850 = -4018453.848556
  nChanged 5
		SP:Iteration 43Q (7974.100000 sec): 3 clusters
  Score: Raw -4023521.764549 + Penalty 5065.261850 = -4018456.502699
  nChanged 2
		SP:Iteration 44Q (7974.160000 sec): 3 clusters
  Score: Raw -4023523.302446 + Penalty 5065.261850 = -4018458.040596
  nChanged 2
		SP:Iteration 45Q (7974.240000 sec): 3 clusters
  Score: Raw -4023524.991238 + Penalty 5065.261850 = -4018459.729388
  nChanged 4
		SP:Iteration 46Q (7974.300000 sec): 3 clusters
  Score: Raw -4023527.389270 + Penalty 5065.261850 = -4018462.127421
  nChanged 4
		SP:Iteration 47Q (7974.370000 sec): 3 clusters
  Score: Raw -4023529.024770 + Penalty 5065.261850 = -4018463.762920
  nChanged 3
		SP:Iteration 48Q (7974.440000 sec): 3 clusters
  Score: Raw -4023530.357203 + Penalty 5065.261850 = -4018465.095353
  nChanged 3
		SP:Iteration 49Q (7974.510000 sec): 3 clusters
  Score: Raw -4023531.607727 + Penalty 5065.261850 = -4018466.345877
  nChanged 1
		SP:Iteration 50Q (7974.580000 sec): 3 clusters
  Score: Raw -4023531.873590 + Penalty 5065.261850 = -4018466.611740
  nChanged 1
		SP:Iteration 51Q (7974.650000 sec): 3 clusters
  Score: Raw -4023532.153489 + Penalty 5065.261850 = -4018466.891639
  nChanged 1
		SP:Iteration 52Q (7974.720000 sec): 3 clusters
  Score: Raw -4023532.977591 + Penalty 5065.261850 = -4018467.715741
  nChanged 2
		SP:Iteration 53Q (7974.800000 sec): 3 clusters
  Score: Raw -4023534.184409 + Penalty 5065.261850 = -4018468.922559
  nChanged 4
		SP:Iteration 54Q (7974.870000 sec): 3 clusters
  Score: Raw -4023536.068727 + Penalty 5065.261850 = -4018470.806877
  nChanged 4
		SP:Iteration 55Q (7974.940000 sec): 3 clusters
  Score: Raw -4023539.484230 + Penalty 5065.261850 = -4018474.222380
  nChanged 7
		SP:Iteration 56Q (7975.010000 sec): 3 clusters
  Score: Raw -4023543.481762 + Penalty 5065.261850 = -4018478.219912
  nChanged 6
		SP:Iteration 57Q (7975.080000 sec): 3 clusters
  Score: Raw -4023546.898558 + Penalty 5065.261850 = -4018481.636708
  nChanged 3
		SP:Iteration 58Q (7975.150000 sec): 3 clusters
  Score: Raw -4023548.012340 + Penalty 5065.261850 = -4018482.750490
  nChanged 1
		SP:Iteration 59Q (7975.220000 sec): 3 clusters
  Score: Raw -4023548.620302 + Penalty 5065.261850 = -4018483.358452
  nChanged 2
		SP:Iteration 60F (7975.310000 sec): 3 clusters
  Score: Raw -4023549.743051 + Penalty 5065.261850 = -4018484.481201
  nChanged 2
		SP:Iteration 61Q (7975.380000 sec): 3 clusters
  Score: Raw -4023550.715053 + Penalty 5065.261850 = -4018485.453203
  nChanged 3
		SP:Iteration 62Q (7975.440000 sec): 3 clusters
  Score: Raw -4023552.426725 + Penalty 5065.261850 = -4018487.164875
  nChanged 3
		SP:Iteration 63Q (7975.510000 sec): 3 clusters
  Score: Raw -4023553.705576 + Penalty 5065.261850 = -4018488.443726
  nChanged 1
		SP:Iteration 64Q (7975.580000 sec): 3 clusters
  Score: Raw -4023554.451912 + Penalty 5065.261850 = -4018489.190062
  nChanged 1
		SP:Iteration 65Q (7975.650000 sec): 3 clusters
  Score: Raw -4023554.964278 + Penalty 5065.261850 = -4018489.702428
  nChanged 1
		SP:Iteration 66Q (7975.710000 sec): 3 clusters
  Score: Raw -4023555.232175 + Penalty 5065.261850 = -4018489.970325
  nChanged 0
		SP:Iteration 67F (7975.810000 sec): 3 clusters
  Score: Raw -4023555.232175 + Penalty 5065.261850 = -4018489.970325
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24072 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7975.880000 sec): 2 clusters
  Score: Raw -3337372.617782 + Penalty 2502.023545 = -3334870.594236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7975.960000 sec): 3 clusters
  Score: Raw -3323204.735074 + Penalty 5004.047091 = -3318200.687984
  nChanged 10724
		SP:Iteration 1F (7976.050000 sec): 3 clusters
  Score: Raw -3329018.734431 + Penalty 5004.047091 = -3324014.687340
  nChanged 1321
		SP:Iteration 2F (7976.130000 sec): 3 clusters
  Score: Raw -3329550.962498 + Penalty 5004.047091 = -3324546.915407
  nChanged 1219
		SP:Iteration 3F (7976.210000 sec): 3 clusters
  Score: Raw -3330099.179985 + Penalty 5004.047091 = -3325095.132894
  nChanged 1255
		SP:Iteration 4F (7976.300000 sec): 3 clusters
  Score: Raw -3330719.532039 + Penalty 5004.047091 = -3325715.484948
  nChanged 1250
		SP:Iteration 5F (7976.380000 sec): 3 clusters
  Score: Raw -3331431.797902 + Penalty 5004.047091 = -3326427.750811
  nChanged 1279
		SP:Iteration 6F (7976.460000 sec): 3 clusters
  Score: Raw -3332233.763558 + Penalty 5004.047091 = -3327229.716467
  nChanged 1315
		SP:Iteration 7F (7976.550000 sec): 3 clusters
  Score: Raw -3333167.593723 + Penalty 5004.047091 = -3328163.546633
  nChanged 1320
		SP:Iteration 8F (7976.630000 sec): 3 clusters
  Score: Raw -3334200.490084 + Penalty 5004.047091 = -3329196.442994
  nChanged 1130
		SP:Iteration 9Q (7976.720000 sec): 3 clusters
  Score: Raw -3335085.994669 + Penalty 5004.047091 = -3330081.947578
  nChanged 861
		SP:Iteration 10Q (7976.800000 sec): 3 clusters
  Score: Raw -3335719.368874 + Penalty 5004.047091 = -3330715.321784
  nChanged 656
		SP:Iteration 11Q (7976.880000 sec): 3 clusters
  Score: Raw -3336217.843621 + Penalty 5004.047091 = -3331213.796530
  nChanged 547
		SP:Iteration 12Q (7976.950000 sec): 3 clusters
  Score: Raw -3336592.041134 + Penalty 5004.047091 = -3331587.994043
  nChanged 410
		SP:Iteration 13Q (7977.030000 sec): 3 clusters
  Score: Raw -3336889.597448 + Penalty 5004.047091 = -3331885.550358
  nChanged 313
		SP:Iteration 14Q (7977.100000 sec): 3 clusters
  Score: Raw -3337084.879014 + Penalty 5004.047091 = -3332080.831924
  nChanged 238
		SP:Iteration 15Q (7977.170000 sec): 3 clusters
  Score: Raw -3337259.138502 + Penalty 5004.047091 = -3332255.091412
  nChanged 194
		SP:Iteration 16Q (7977.240000 sec): 3 clusters
  Score: Raw -3337390.485442 + Penalty 5004.047091 = -3332386.438352
  nChanged 162
		SP:Iteration 17Q (7977.300000 sec): 3 clusters
  Score: Raw -3337498.645702 + Penalty 5004.047091 = -3332494.598611
  nChanged 133
		SP:Iteration 18Q (7977.370000 sec): 3 clusters
  Score: Raw -3337596.234801 + Penalty 5004.047091 = -3332592.187711
  nChanged 113
		SP:Iteration 19Q (7977.440000 sec): 3 clusters
  Score: Raw -3337663.557005 + Penalty 5004.047091 = -3332659.509914
  nChanged 84
		SP:Iteration 20F (7977.520000 sec): 3 clusters
  Score: Raw -3337713.213392 + Penalty 5004.047091 = -3332709.166301
  nChanged 77
		SP:Iteration 21Q (7977.580000 sec): 3 clusters
  Score: Raw -3337756.360676 + Penalty 5004.047091 = -3332752.313585
  nChanged 56
		SP:Iteration 22Q (7977.650000 sec): 3 clusters
  Score: Raw -3337789.152845 + Penalty 5004.047091 = -3332785.105754
  nChanged 47
		SP:Iteration 23Q (7977.710000 sec): 3 clusters
  Score: Raw -3337813.951940 + Penalty 5004.047091 = -3332809.904849
  nChanged 32
		SP:Iteration 24Q (7977.770000 sec): 3 clusters
  Score: Raw -3337828.115724 + Penalty 5004.047091 = -3332824.068633
  nChanged 16
		SP:Iteration 25Q (7977.840000 sec): 3 clusters
  Score: Raw -3337837.499775 + Penalty 5004.047091 = -3332833.452684
  nChanged 22
		SP:Iteration 26Q (7977.900000 sec): 3 clusters
  Score: Raw -3337848.315668 + Penalty 5004.047091 = -3332844.268577
  nChanged 16
		SP:Iteration 27Q (7977.960000 sec): 3 clusters
  Score: Raw -3337855.262878 + Penalty 5004.047091 = -3332851.215788
  nChanged 16
		SP:Iteration 28Q (7978.020000 sec): 3 clusters
  Score: Raw -3337859.603497 + Penalty 5004.047091 = -3332855.556406
  nChanged 9
		SP:Iteration 29Q (7978.080000 sec): 3 clusters
  Score: Raw -3337862.946643 + Penalty 5004.047091 = -3332858.899552
  nChanged 5
		SP:Iteration 30Q (7978.150000 sec): 3 clusters
  Score: Raw -3337864.772267 + Penalty 5004.047091 = -3332860.725176
  nChanged 5
		SP:Iteration 31Q (7978.210000 sec): 3 clusters
  Score: Raw -3337867.020844 + Penalty 5004.047091 = -3332862.973754
  nChanged 6
		SP:Iteration 32Q (7978.270000 sec): 3 clusters
  Score: Raw -3337869.512181 + Penalty 5004.047091 = -3332865.465090
  nChanged 5
		SP:Iteration 33Q (7978.340000 sec): 3 clusters
  Score: Raw -3337871.350160 + Penalty 5004.047091 = -3332867.303069
  nChanged 3
		SP:Iteration 34Q (7978.400000 sec): 3 clusters
  Score: Raw -3337872.243576 + Penalty 5004.047091 = -3332868.196485
  nChanged 2
		SP:Iteration 35Q (7978.460000 sec): 3 clusters
  Score: Raw -3337873.616924 + Penalty 5004.047091 = -3332869.569833
  nChanged 4
		SP:Iteration 36Q (7978.520000 sec): 3 clusters
  Score: Raw -3337875.289961 + Penalty 5004.047091 = -3332871.242870
  nChanged 5
		SP:Iteration 37Q (7978.580000 sec): 3 clusters
  Score: Raw -3337877.595258 + Penalty 5004.047091 = -3332873.548167
  nChanged 3
		SP:Iteration 38Q (7978.640000 sec): 3 clusters
  Score: Raw -3337878.255318 + Penalty 5004.047091 = -3332874.208227
  nChanged 0
		SP:Iteration 39F (7978.730000 sec): 3 clusters
  Score: Raw -3337878.255318 + Penalty 5004.047091 = -3332874.208227
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7978.750000 sec): 2 clusters
  Score: Raw -494000.591510 + Penalty 2019.015069 = -491981.576441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7978.760000 sec): 3 clusters
  Score: Raw -492512.029661 + Penalty 4038.030138 = -488473.999523
  nChanged 1211
		SP:Iteration 1F (7978.780000 sec): 3 clusters
  Score: Raw -493299.605743 + Penalty 4038.030138 = -489261.575606
  nChanged 274
		SP:Iteration 2F (7978.790000 sec): 3 clusters
  Score: Raw -493518.479536 + Penalty 4038.030138 = -489480.449399
  nChanged 186
		SP:Iteration 3F (7978.800000 sec): 3 clusters
  Score: Raw -493640.871943 + Penalty 4038.030138 = -489602.841806
  nChanged 143
		SP:Iteration 4Q (7978.810000 sec): 3 clusters
  Score: Raw -493733.089080 + Penalty 4038.030138 = -489695.058943
  nChanged 100
		SP:Iteration 5Q (7978.820000 sec): 3 clusters
  Score: Raw -493797.473230 + Penalty 4038.030138 = -489759.443092
  nChanged 85
		SP:Iteration 6Q (7978.830000 sec): 3 clusters
  Score: Raw -493852.723212 + Penalty 4038.030138 = -489814.693075
  nChanged 74
		SP:Iteration 7Q (7978.840000 sec): 3 clusters
  Score: Raw -493903.689806 + Penalty 4038.030138 = -489865.659669
  nChanged 83
		SP:Iteration 8Q (7978.860000 sec): 3 clusters
  Score: Raw -493960.757923 + Penalty 4038.030138 = -489922.727785
  nChanged 75
		SP:Iteration 9Q (7978.870000 sec): 3 clusters
  Score: Raw -494002.318045 + Penalty 4038.030138 = -489964.287908
  nChanged 67
		SP:Iteration 10Q (7978.880000 sec): 3 clusters
  Score: Raw -494043.004467 + Penalty 4038.030138 = -490004.974329
  nChanged 58
		SP:Iteration 11Q (7978.890000 sec): 3 clusters
  Score: Raw -494077.843080 + Penalty 4038.030138 = -490039.812942
  nChanged 47
		SP:Iteration 12Q (7978.900000 sec): 3 clusters
  Score: Raw -494102.577198 + Penalty 4038.030138 = -490064.547060
  nChanged 41
		SP:Iteration 13Q (7978.920000 sec): 3 clusters
  Score: Raw -494125.985037 + Penalty 4038.030138 = -490087.954900
  nChanged 39
		SP:Iteration 14Q (7978.930000 sec): 3 clusters
  Score: Raw -494153.412600 + Penalty 4038.030138 = -490115.382462
  nChanged 39
		SP:Iteration 15Q (7978.940000 sec): 3 clusters
  Score: Raw -494175.659482 + Penalty 4038.030138 = -490137.629344
  nChanged 36
		SP:Iteration 16Q (7978.950000 sec): 3 clusters
  Score: Raw -494197.514395 + Penalty 4038.030138 = -490159.484257
  nChanged 37
		SP:Iteration 17Q (7978.960000 sec): 3 clusters
  Score: Raw -494222.342804 + Penalty 4038.030138 = -490184.312666
  nChanged 34
		SP:Iteration 18Q (7978.970000 sec): 3 clusters
  Score: Raw -494244.030788 + Penalty 4038.030138 = -490206.000650
  nChanged 35
		SP:Iteration 19Q (7978.980000 sec): 3 clusters
  Score: Raw -494266.088793 + Penalty 4038.030138 = -490228.058656
  nChanged 30
		SP:Iteration 20F (7979.000000 sec): 3 clusters
  Score: Raw -494290.595627 + Penalty 4038.030138 = -490252.565489
  nChanged 27
		SP:Iteration 21Q (7979.010000 sec): 3 clusters
  Score: Raw -494306.617874 + Penalty 4038.030138 = -490268.587737
  nChanged 28
		SP:Iteration 22Q (7979.020000 sec): 3 clusters
  Score: Raw -494322.891088 + Penalty 4038.030138 = -490284.860950
  nChanged 22
		SP:Iteration 23Q (7979.030000 sec): 3 clusters
  Score: Raw -494341.537626 + Penalty 4038.030138 = -490303.507488
  nChanged 31
		SP:Iteration 24Q (7979.040000 sec): 3 clusters
  Score: Raw -494365.245871 + Penalty 4038.030138 = -490327.215734
  nChanged 38
		SP:Iteration 25Q (7979.060000 sec): 3 clusters
  Score: Raw -494393.198306 + Penalty 4038.030138 = -490355.168168
  nChanged 37
		SP:Iteration 26Q (7979.070000 sec): 3 clusters
  Score: Raw -494432.747930 + Penalty 4038.030138 = -490394.717793
  nChanged 54
		SP:Iteration 27Q (7979.080000 sec): 3 clusters
  Score: Raw -494490.495608 + Penalty 4038.030138 = -490452.465470
  nChanged 55
		SP:Iteration 28Q (7979.090000 sec): 3 clusters
  Score: Raw -494555.503098 + Penalty 4038.030138 = -490517.472960
  nChanged 67
		SP:Iteration 29Q (7979.100000 sec): 3 clusters
  Score: Raw -494630.220941 + Penalty 4038.030138 = -490592.190803
  nChanged 71
		SP:Iteration 30Q (7979.110000 sec): 3 clusters
  Score: Raw -494711.420957 + Penalty 4038.030138 = -490673.390820
  nChanged 62
		SP:Iteration 31Q (7979.120000 sec): 3 clusters
  Score: Raw -494770.947646 + Penalty 4038.030138 = -490732.917509
  nChanged 58
		SP:Iteration 32Q (7979.140000 sec): 3 clusters
  Score: Raw -494832.395004 + Penalty 4038.030138 = -490794.364866
  nChanged 64
		SP:Iteration 33Q (7979.140000 sec): 3 clusters
  Score: Raw -494907.699162 + Penalty 4038.030138 = -490869.669025
  nChanged 62
		SP:Iteration 34Q (7979.160000 sec): 3 clusters
  Score: Raw -494970.843734 + Penalty 4038.030138 = -490932.813596
  nChanged 58
		SP:Iteration 35Q (7979.170000 sec): 3 clusters
  Score: Raw -495046.809898 + Penalty 4038.030138 = -491008.779760
  nChanged 60
		SP:Iteration 36Q (7979.180000 sec): 3 clusters
  Score: Raw -495111.757056 + Penalty 4038.030138 = -491073.726919
  nChanged 53
		SP:Iteration 37Q (7979.190000 sec): 3 clusters
  Score: Raw -495170.612524 + Penalty 4038.030138 = -491132.582387
  nChanged 57
		SP:Iteration 38Q (7979.200000 sec): 3 clusters
  Score: Raw -495235.146680 + Penalty 4038.030138 = -491197.116543
  nChanged 54
		SP:Iteration 39Q (7979.210000 sec): 3 clusters
  Score: Raw -495290.329435 + Penalty 4038.030138 = -491252.299297
  nChanged 46
		SP:Iteration 40F (7979.220000 sec): 3 clusters
  Score: Raw -495331.522808 + Penalty 4038.030138 = -491293.492671
  nChanged 36
		SP:Iteration 41Q (7979.230000 sec): 3 clusters
  Score: Raw -495357.020161 + Penalty 4038.030138 = -491318.990023
  nChanged 27
		SP:Iteration 42Q (7979.240000 sec): 3 clusters
  Score: Raw -495378.693271 + Penalty 4038.030138 = -491340.663133
  nChanged 29
		SP:Iteration 43Q (7979.250000 sec): 3 clusters
  Score: Raw -495399.531162 + Penalty 4038.030138 = -491361.501025
  nChanged 24
		SP:Iteration 44Q (7979.260000 sec): 3 clusters
  Score: Raw -495418.122511 + Penalty 4038.030138 = -491380.092374
  nChanged 25
		SP:Iteration 45Q (7979.270000 sec): 3 clusters
  Score: Raw -495432.330966 + Penalty 4038.030138 = -491394.300828
  nChanged 15
		SP:Iteration 46Q (7979.280000 sec): 3 clusters
  Score: Raw -495442.464492 + Penalty 4038.030138 = -491404.434354
  nChanged 15
		SP:Iteration 47Q (7979.290000 sec): 3 clusters
  Score: Raw -495450.143356 + Penalty 4038.030138 = -491412.113219
  nChanged 9
		SP:Iteration 48Q (7979.300000 sec): 3 clusters
  Score: Raw -495455.015617 + Penalty 4038.030138 = -491416.985479
  nChanged 14
		SP:Iteration 49Q (7979.310000 sec): 3 clusters
  Score: Raw -495462.010793 + Penalty 4038.030138 = -491423.980656
  nChanged 16
		SP:Iteration 50Q (7979.320000 sec): 3 clusters
  Score: Raw -495471.198193 + Penalty 4038.030138 = -491433.168055
  nChanged 17
		SP:Iteration 51Q (7979.330000 sec): 3 clusters
  Score: Raw -495481.034828 + Penalty 4038.030138 = -491443.004691
  nChanged 15
		SP:Iteration 52Q (7979.340000 sec): 3 clusters
  Score: Raw -495488.987465 + Penalty 4038.030138 = -491450.957328
  nChanged 15
		SP:Iteration 53Q (7979.350000 sec): 3 clusters
  Score: Raw -495499.555362 + Penalty 4038.030138 = -491461.525224
  nChanged 15
		SP:Iteration 54Q (7979.360000 sec): 3 clusters
  Score: Raw -495510.290041 + Penalty 4038.030138 = -491472.259903
  nChanged 24
		SP:Iteration 55Q (7979.370000 sec): 3 clusters
  Score: Raw -495526.818153 + Penalty 4038.030138 = -491488.788016
  nChanged 23
		SP:Iteration 56Q (7979.380000 sec): 3 clusters
  Score: Raw -495541.455978 + Penalty 4038.030138 = -491503.425840
  nChanged 26
		SP:Iteration 57Q (7979.390000 sec): 3 clusters
  Score: Raw -495559.470269 + Penalty 4038.030138 = -491521.440132
  nChanged 23
		SP:Iteration 58Q (7979.400000 sec): 3 clusters
  Score: Raw -495570.937447 + Penalty 4038.030138 = -491532.907309
  nChanged 25
		SP:Iteration 59Q (7979.400000 sec): 3 clusters
  Score: Raw -495586.927040 + Penalty 4038.030138 = -491548.896902
  nChanged 23
		SP:Iteration 60F (7979.420000 sec): 3 clusters
  Score: Raw -495599.841203 + Penalty 4038.030138 = -491561.811065
  nChanged 21
		SP:Iteration 61Q (7979.430000 sec): 3 clusters
  Score: Raw -495609.467079 + Penalty 4038.030138 = -491571.436941
  nChanged 16
		SP:Iteration 62Q (7979.440000 sec): 3 clusters
  Score: Raw -495619.325031 + Penalty 4038.030138 = -491581.294894
  nChanged 20
		SP:Iteration 63Q (7979.450000 sec): 3 clusters
  Score: Raw -495631.194066 + Penalty 4038.030138 = -491593.163928
  nChanged 20
		SP:Iteration 64Q (7979.460000 sec): 3 clusters
  Score: Raw -495642.172140 + Penalty 4038.030138 = -491604.142003
  nChanged 21
		SP:Iteration 65Q (7979.470000 sec): 3 clusters
  Score: Raw -495656.761016 + Penalty 4038.030138 = -491618.730878
  nChanged 28
		SP:Iteration 66Q (7979.480000 sec): 3 clusters
  Score: Raw -495673.065733 + Penalty 4038.030138 = -491635.035595
  nChanged 13
		SP:Iteration 67Q (7979.480000 sec): 3 clusters
  Score: Raw -495678.199564 + Penalty 4038.030138 = -491640.169427
  nChanged 12
		SP:Iteration 68Q (7979.500000 sec): 3 clusters
  Score: Raw -495683.140682 + Penalty 4038.030138 = -491645.110544
  nChanged 9
		SP:Iteration 69Q (7979.500000 sec): 3 clusters
  Score: Raw -495687.099155 + Penalty 4038.030138 = -491649.069017
  nChanged 11
		SP:Iteration 70Q (7979.520000 sec): 3 clusters
  Score: Raw -495692.923712 + Penalty 4038.030138 = -491654.893574
  nChanged 7
		SP:Iteration 71Q (7979.520000 sec): 3 clusters
  Score: Raw -495695.387123 + Penalty 4038.030138 = -491657.356986
  nChanged 4
		SP:Iteration 72Q (7979.540000 sec): 3 clusters
  Score: Raw -495696.323017 + Penalty 4038.030138 = -491658.292879
  nChanged 4
		SP:Iteration 73Q (7979.540000 sec): 3 clusters
  Score: Raw -495698.653608 + Penalty 4038.030138 = -491660.623471
  nChanged 4
		SP:Iteration 74Q (7979.550000 sec): 3 clusters
  Score: Raw -495699.756626 + Penalty 4038.030138 = -491661.726489
  nChanged 2
		SP:Iteration 75Q (7979.560000 sec): 3 clusters
  Score: Raw -495700.405712 + Penalty 4038.030138 = -491662.375575
  nChanged 1
		SP:Iteration 76Q (7979.570000 sec): 3 clusters
  Score: Raw -495700.791672 + Penalty 4038.030138 = -491662.761535
  nChanged 0
		SP:Iteration 77F (7979.580000 sec): 3 clusters
  Score: Raw -495700.791672 + Penalty 4038.030138 = -491662.761535
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7979.590000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7979.590000 sec): 3 clusters
  Score: Raw -126932.008126 + Penalty 3350.283633 = -123581.724493
  nChanged 196
		SP:Iteration 1F (7979.600000 sec): 3 clusters
  Score: Raw -127170.224296 + Penalty 3350.283633 = -123819.940663
  nChanged 50
		SP:Iteration 2F (7979.600000 sec): 3 clusters
  Score: Raw -127242.146901 + Penalty 3350.283633 = -123891.863268
  nChanged 26
		SP:Iteration 3Q (7979.600000 sec): 3 clusters
  Score: Raw -127278.054173 + Penalty 3350.283633 = -123927.770540
  nChanged 16
		SP:Iteration 4Q (7979.600000 sec): 3 clusters
  Score: Raw -127299.200062 + Penalty 3350.283633 = -123948.916428
  nChanged 5
		SP:Iteration 5Q (7979.610000 sec): 3 clusters
  Score: Raw -127303.721129 + Penalty 3350.283633 = -123953.437495
  nChanged 3
		SP:Iteration 6Q (7979.610000 sec): 3 clusters
  Score: Raw -127308.869344 + Penalty 3350.283633 = -123958.585710
  nChanged 6
		SP:Iteration 7Q (7979.610000 sec): 3 clusters
  Score: Raw -127317.491199 + Penalty 3350.283633 = -123967.207566
  nChanged 3
		SP:Iteration 8Q (7979.620000 sec): 3 clusters
  Score: Raw -127324.951543 + Penalty 3350.283633 = -123974.667910
  nChanged 5
		SP:Iteration 9Q (7979.620000 sec): 3 clusters
  Score: Raw -127348.121852 + Penalty 3350.283633 = -123997.838219
  nChanged 10
		SP:Iteration 10Q (7979.620000 sec): 3 clusters
  Score: Raw -127368.544450 + Penalty 3350.283633 = -124018.260816
  nChanged 9
		SP:Iteration 11Q (7979.620000 sec): 3 clusters
  Score: Raw -127391.534365 + Penalty 3350.283633 = -124041.250732
  nChanged 11
		SP:Iteration 12Q (7979.630000 sec): 3 clusters
  Score: Raw -127409.750023 + Penalty 3350.283633 = -124059.466390
  nChanged 7
		SP:Iteration 13Q (7979.630000 sec): 3 clusters
  Score: Raw -127420.611400 + Penalty 3350.283633 = -124070.327766
  nChanged 3
		SP:Iteration 14Q (7979.630000 sec): 3 clusters
  Score: Raw -127424.359074 + Penalty 3350.283633 = -124074.075440
  nChanged 0
		SP:Iteration 15F (7979.640000 sec): 3 clusters
  Score: Raw -127424.359074 + Penalty 3350.283633 = -124074.075440
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7979.640000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7979.640000 sec): 3 clusters
  Score: Raw -33681.667464 + Penalty 2756.186719 = -30925.480745
  nChanged 29
		SP:Iteration 1F (7979.640000 sec): 3 clusters
  Score: Raw -33893.724015 + Penalty 2756.186719 = -31137.537296
  nChanged 14
		SP:Iteration 2F (7979.640000 sec): 3 clusters
  Score: Raw -33949.642454 + Penalty 2756.186719 = -31193.455736
  nChanged 6
		SP:Iteration 3Q (7979.640000 sec): 3 clusters
  Score: Raw -33990.146112 + Penalty 2756.186719 = -31233.959393
  nChanged 9
		SP:Iteration 4Q (7979.640000 sec): 3 clusters
  Score: Raw -34040.794399 + Penalty 2756.186719 = -31284.607680
  nChanged 6
		SP:Iteration 5Q (7979.640000 sec): 3 clusters
  Score: Raw -34063.077121 + Penalty 2756.186719 = -31306.890402
  nChanged 5
		SP:Iteration 6Q (7979.640000 sec): 3 clusters
  Score: Raw -34084.395105 + Penalty 2756.186719 = -31328.208387
  nChanged 3
		SP:Iteration 7Q (7979.640000 sec): 3 clusters
  Score: Raw -34100.221766 + Penalty 2756.186719 = -31344.035047
  nChanged 3
		SP:Iteration 8Q (7979.650000 sec): 3 clusters
  Score: Raw -34118.080677 + Penalty 2756.186719 = -31361.893958
  nChanged 5
		SP:Iteration 9Q (7979.650000 sec): 3 clusters
  Score: Raw -34167.136285 + Penalty 2756.186719 = -31410.949566
  nChanged 4
		SP:Iteration 10Q (7979.650000 sec): 3 clusters
  Score: Raw -34200.873541 + Penalty 2756.186719 = -31444.686822
  nChanged 1
		SP:Iteration 11Q (7979.650000 sec): 3 clusters
  Score: Raw -34203.403186 + Penalty 2756.186719 = -31447.216467
  nChanged 0
		SP:Iteration 12F (7979.650000 sec): 3 clusters
  Score: Raw -34203.403186 + Penalty 2756.186719 = -31447.216467
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13788 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7979.700000 sec): 2 clusters
  Score: Raw -2058082.362425 + Penalty 2363.825374 = -2055718.537051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7979.740000 sec): 3 clusters
  Score: Raw -2050517.711847 + Penalty 4727.650748 = -2045790.061099
  nChanged 5837
		SP:Iteration 1F (7979.790000 sec): 3 clusters
  Score: Raw -2053649.847205 + Penalty 4727.650748 = -2048922.196457
  nChanged 820
		SP:Iteration 2F (7979.840000 sec): 3 clusters
  Score: Raw -2054000.198635 + Penalty 4727.650748 = -2049272.547887
  nChanged 706
		SP:Iteration 3F (7979.880000 sec): 3 clusters
  Score: Raw -2054297.846905 + Penalty 4727.650748 = -2049570.196156
  nChanged 614
		SP:Iteration 4Q (7979.930000 sec): 3 clusters
  Score: Raw -2054563.275196 + Penalty 4727.650748 = -2049835.624448
  nChanged 583
		SP:Iteration 5Q (7979.980000 sec): 3 clusters
  Score: Raw -2054863.079662 + Penalty 4727.650748 = -2050135.428914
  nChanged 634
		SP:Iteration 6Q (7980.020000 sec): 3 clusters
  Score: Raw -2055218.932458 + Penalty 4727.650748 = -2050491.281710
  nChanged 666
		SP:Iteration 7Q (7980.070000 sec): 3 clusters
  Score: Raw -2055632.445030 + Penalty 4727.650748 = -2050904.794282
  nChanged 691
		SP:Iteration 8F (7980.110000 sec): 3 clusters
  Score: Raw -2056103.346332 + Penalty 4727.650748 = -2051375.695584
  nChanged 690
		SP:Iteration 9F (7980.160000 sec): 3 clusters
  Score: Raw -2056619.512886 + Penalty 4727.650748 = -2051891.862138
  nChanged 609
		SP:Iteration 10Q (7980.200000 sec): 3 clusters
  Score: Raw -2057112.804694 + Penalty 4727.650748 = -2052385.153946
  nChanged 482
		SP:Iteration 11Q (7980.250000 sec): 3 clusters
  Score: Raw -2057519.139396 + Penalty 4727.650748 = -2052791.488648
  nChanged 349
		SP:Iteration 12Q (7980.300000 sec): 3 clusters
  Score: Raw -2057836.661696 + Penalty 4727.650748 = -2053109.010948
  nChanged 226
		SP:Iteration 13Q (7980.340000 sec): 3 clusters
  Score: Raw -2058045.141382 + Penalty 4727.650748 = -2053317.490634
  nChanged 124
		SP:Iteration 14Q (7980.380000 sec): 3 clusters
  Score: Raw -2058160.756316 + Penalty 4727.650748 = -2053433.105568
  nChanged 69
		SP:Iteration 15Q (7980.420000 sec): 3 clusters
  Score: Raw -2058234.925396 + Penalty 4727.650748 = -2053507.274648
  nChanged 55
		SP:Iteration 16Q (7980.450000 sec): 3 clusters
  Score: Raw -2058295.361067 + Penalty 4727.650748 = -2053567.710319
  nChanged 29
		SP:Iteration 17Q (7980.490000 sec): 3 clusters
  Score: Raw -2058336.375175 + Penalty 4727.650748 = -2053608.724427
  nChanged 24
		SP:Iteration 18Q (7980.520000 sec): 3 clusters
  Score: Raw -2058359.418331 + Penalty 4727.650748 = -2053631.767583
  nChanged 13
		SP:Iteration 19Q (7980.560000 sec): 3 clusters
  Score: Raw -2058370.142804 + Penalty 4727.650748 = -2053642.492056
  nChanged 10
		SP:Iteration 20F (7980.600000 sec): 3 clusters
  Score: Raw -2058379.503224 + Penalty 4727.650748 = -2053651.852476
  nChanged 6
		SP:Iteration 21Q (7980.640000 sec): 3 clusters
  Score: Raw -2058383.464023 + Penalty 4727.650748 = -2053655.813275
  nChanged 5
		SP:Iteration 22Q (7980.680000 sec): 3 clusters
  Score: Raw -2058388.666166 + Penalty 4727.650748 = -2053661.015418
  nChanged 2
		SP:Iteration 23Q (7980.710000 sec): 3 clusters
  Score: Raw -2058390.287230 + Penalty 4727.650748 = -2053662.636482
  nChanged 1
		SP:Iteration 24Q (7980.740000 sec): 3 clusters
  Score: Raw -2058390.778407 + Penalty 4727.650748 = -2053663.127659
  nChanged 3
		SP:Iteration 25Q (7980.780000 sec): 3 clusters
  Score: Raw -2058394.105858 + Penalty 4727.650748 = -2053666.455110
  nChanged 3
		SP:Iteration 26Q (7980.820000 sec): 3 clusters
  Score: Raw -2058397.729890 + Penalty 4727.650748 = -2053670.079142
  nChanged 4
		SP:Iteration 27Q (7980.850000 sec): 3 clusters
  Score: Raw -2058404.528737 + Penalty 4727.650748 = -2053676.877989
  nChanged 4
		SP:Iteration 28Q (7980.890000 sec): 3 clusters
  Score: Raw -2058407.324447 + Penalty 4727.650748 = -2053679.673698
  nChanged 4
		SP:Iteration 29Q (7980.920000 sec): 3 clusters
  Score: Raw -2058413.386571 + Penalty 4727.650748 = -2053685.735823
  nChanged 1
		SP:Iteration 30Q (7980.960000 sec): 3 clusters
  Score: Raw -2058413.828581 + Penalty 4727.650748 = -2053686.177833
  nChanged 1
		SP:Iteration 31Q (7980.990000 sec): 3 clusters
  Score: Raw -2058414.531223 + Penalty 4727.650748 = -2053686.880474
  nChanged 0
		SP:Iteration 32F (7981.040000 sec): 3 clusters
  Score: Raw -2058414.531223 + Penalty 4727.650748 = -2053686.880474
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7981.280000 sec): 2 clusters
  Score: Raw -10201194.362927 + Penalty 2765.891272 = -10198428.471655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7981.540000 sec): 3 clusters
  Score: Raw -10156999.761627 + Penalty 5531.782545 = -10151467.979082
  nChanged 32802
		SP:Iteration 1F (7981.800000 sec): 3 clusters
  Score: Raw -10175462.629249 + Penalty 5531.782545 = -10169930.846705
  nChanged 2587
		SP:Iteration 2Q (7982.060000 sec): 3 clusters
  Score: Raw -10176123.660481 + Penalty 5531.782545 = -10170591.877936
  nChanged 2626
		SP:Iteration 3Q (7982.310000 sec): 3 clusters
  Score: Raw -10176941.918741 + Penalty 5531.782545 = -10171410.136197
  nChanged 3085
		SP:Iteration 4Q (7982.560000 sec): 3 clusters
  Score: Raw -10178104.838421 + Penalty 5531.782545 = -10172573.055877
  nChanged 3680
		SP:Iteration 5F (7982.820000 sec): 3 clusters
  Score: Raw -10179885.061797 + Penalty 5531.782545 = -10174353.279252
  nChanged 4361
		SP:Iteration 6F (7983.080000 sec): 3 clusters
  Score: Raw -10182490.198101 + Penalty 5531.782545 = -10176958.415556
  nChanged 4968
		SP:Iteration 7F (7983.330000 sec): 3 clusters
  Score: Raw -10186019.288279 + Penalty 5531.782545 = -10180487.505734
  nChanged 5201
		SP:Iteration 8F (7983.580000 sec): 3 clusters
  Score: Raw -10190222.309229 + Penalty 5531.782545 = -10184690.526684
  nChanged 4614
		SP:Iteration 9F (7983.820000 sec): 3 clusters
  Score: Raw -10194177.932705 + Penalty 5531.782545 = -10188646.150161
  nChanged 3562
		SP:Iteration 10F (7984.070000 sec): 3 clusters
  Score: Raw -10197327.785761 + Penalty 5531.782545 = -10191796.003216
  nChanged 2361
		SP:Iteration 11Q (7984.320000 sec): 3 clusters
  Score: Raw -10199472.106760 + Penalty 5531.782545 = -10193940.324215
  nChanged 1273
		SP:Iteration 12Q (7984.560000 sec): 3 clusters
  Score: Raw -10200568.794043 + Penalty 5531.782545 = -10195037.011498
  nChanged 564
		SP:Iteration 13Q (7984.760000 sec): 3 clusters
  Score: Raw -10201021.674154 + Penalty 5531.782545 = -10195489.891609
  nChanged 266
		SP:Iteration 14Q (7984.960000 sec): 3 clusters
  Score: Raw -10201244.813867 + Penalty 5531.782545 = -10195713.031323
  nChanged 147
		SP:Iteration 15Q (7985.150000 sec): 3 clusters
  Score: Raw -10201367.940779 + Penalty 5531.782545 = -10195836.158234
  nChanged 103
		SP:Iteration 16Q (7985.340000 sec): 3 clusters
  Score: Raw -10201458.425343 + Penalty 5531.782545 = -10195926.642798
  nChanged 64
		SP:Iteration 17Q (7985.520000 sec): 3 clusters
  Score: Raw -10201509.070947 + Penalty 5531.782545 = -10195977.288402
  nChanged 37
		SP:Iteration 18Q (7985.700000 sec): 3 clusters
  Score: Raw -10201537.578247 + Penalty 5531.782545 = -10196005.795703
  nChanged 31
		SP:Iteration 19Q (7985.880000 sec): 3 clusters
  Score: Raw -10201558.055150 + Penalty 5531.782545 = -10196026.272605
  nChanged 15
		SP:Iteration 20F (7986.120000 sec): 3 clusters
  Score: Raw -10201567.094540 + Penalty 5531.782545 = -10196035.311995
  nChanged 10
		SP:Iteration 21Q (7986.300000 sec): 3 clusters
  Score: Raw -10201575.634751 + Penalty 5531.782545 = -10196043.852206
  nChanged 7
		SP:Iteration 22Q (7986.490000 sec): 3 clusters
  Score: Raw -10201581.609152 + Penalty 5531.782545 = -10196049.826607
  nChanged 9
		SP:Iteration 23Q (7986.660000 sec): 3 clusters
  Score: Raw -10201590.509891 + Penalty 5531.782545 = -10196058.727347
  nChanged 10
		SP:Iteration 24Q (7986.840000 sec): 3 clusters
  Score: Raw -10201597.497149 + Penalty 5531.782545 = -10196065.714605
  nChanged 1
		SP:Iteration 25Q (7987.020000 sec): 3 clusters
  Score: Raw -10201598.796791 + Penalty 5531.782545 = -10196067.014247
  nChanged 2
		SP:Iteration 26Q (7987.200000 sec): 3 clusters
  Score: Raw -10201600.593931 + Penalty 5531.782545 = -10196068.811386
  nChanged 3
		SP:Iteration 27Q (7987.380000 sec): 3 clusters
  Score: Raw -10201602.135550 + Penalty 5531.782545 = -10196070.353006
  nChanged 2
		SP:Iteration 28Q (7987.560000 sec): 3 clusters
  Score: Raw -10201605.346746 + Penalty 5531.782545 = -10196073.564201
  nChanged 2
		SP:Iteration 29Q (7987.730000 sec): 3 clusters
  Score: Raw -10201608.136967 + Penalty 5531.782545 = -10196076.354422
  nChanged 2
		SP:Iteration 30Q (7987.910000 sec): 3 clusters
  Score: Raw -10201610.034265 + Penalty 5531.782545 = -10196078.251720
  nChanged 1
		SP:Iteration 31Q (7988.090000 sec): 3 clusters
  Score: Raw -10201610.384964 + Penalty 5531.782545 = -10196078.602419
  nChanged 1
		SP:Iteration 32Q (7988.280000 sec): 3 clusters
  Score: Raw -10201611.102427 + Penalty 5531.782545 = -10196079.319882
  nChanged 2
		SP:Iteration 33Q (7988.450000 sec): 3 clusters
  Score: Raw -10201611.743937 + Penalty 5531.782545 = -10196079.961392
  nChanged 1
		SP:Iteration 34Q (7988.630000 sec): 3 clusters
  Score: Raw -10201612.011507 + Penalty 5531.782545 = -10196080.228962
  nChanged 0
		SP:Iteration 35F (7988.880000 sec): 3 clusters
  Score: Raw -10201612.011507 + Penalty 5531.782545 = -10196080.228962
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7988.920000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7988.930000 sec): 3 clusters
  Score: Raw -385273.985994 + Penalty 3923.652944 = -381350.333050
  nChanged 919
		SP:Iteration 1F (7988.940000 sec): 3 clusters
  Score: Raw -385847.332885 + Penalty 3923.652944 = -381923.679942
  nChanged 176
		SP:Iteration 2F (7988.940000 sec): 3 clusters
  Score: Raw -385963.051473 + Penalty 3923.652944 = -382039.398530
  nChanged 102
		SP:Iteration 3Q (7988.950000 sec): 3 clusters
  Score: Raw -386034.182361 + Penalty 3923.652944 = -382110.529417
  nChanged 71
		SP:Iteration 4Q (7988.960000 sec): 3 clusters
  Score: Raw -386083.912087 + Penalty 3923.652944 = -382160.259143
  nChanged 56
		SP:Iteration 5Q (7988.970000 sec): 3 clusters
  Score: Raw -386109.545980 + Penalty 3923.652944 = -382185.893036
  nChanged 30
		SP:Iteration 6Q (7988.980000 sec): 3 clusters
  Score: Raw -386127.050091 + Penalty 3923.652944 = -382203.397147
  nChanged 31
		SP:Iteration 7Q (7988.990000 sec): 3 clusters
  Score: Raw -386142.066127 + Penalty 3923.652944 = -382218.413184
  nChanged 32
		SP:Iteration 8Q (7989.000000 sec): 3 clusters
  Score: Raw -386162.342609 + Penalty 3923.652944 = -382238.689666
  nChanged 33
		SP:Iteration 9Q (7989.010000 sec): 3 clusters
  Score: Raw -386180.653058 + Penalty 3923.652944 = -382257.000115
  nChanged 24
		SP:Iteration 10Q (7989.020000 sec): 3 clusters
  Score: Raw -386192.968529 + Penalty 3923.652944 = -382269.315586
  nChanged 24
		SP:Iteration 11Q (7989.030000 sec): 3 clusters
  Score: Raw -386208.143214 + Penalty 3923.652944 = -382284.490270
  nChanged 19
		SP:Iteration 12Q (7989.040000 sec): 3 clusters
  Score: Raw -386217.759332 + Penalty 3923.652944 = -382294.106389
  nChanged 17
		SP:Iteration 13Q (7989.050000 sec): 3 clusters
  Score: Raw -386226.629595 + Penalty 3923.652944 = -382302.976651
  nChanged 16
		SP:Iteration 14Q (7989.060000 sec): 3 clusters
  Score: Raw -386235.253919 + Penalty 3923.652944 = -382311.600975
  nChanged 18
		SP:Iteration 15Q (7989.060000 sec): 3 clusters
  Score: Raw -386245.778859 + Penalty 3923.652944 = -382322.125916
  nChanged 20
		SP:Iteration 16Q (7989.070000 sec): 3 clusters
  Score: Raw -386256.302266 + Penalty 3923.652944 = -382332.649323
  nChanged 10
		SP:Iteration 17Q (7989.080000 sec): 3 clusters
  Score: Raw -386262.480460 + Penalty 3923.652944 = -382338.827517
  nChanged 10
		SP:Iteration 18Q (7989.090000 sec): 3 clusters
  Score: Raw -386266.437475 + Penalty 3923.652944 = -382342.784531
  nChanged 8
		SP:Iteration 19Q (7989.100000 sec): 3 clusters
  Score: Raw -386270.150864 + Penalty 3923.652944 = -382346.497920
  nChanged 4
		SP:Iteration 20F (7989.110000 sec): 3 clusters
  Score: Raw -386271.182298 + Penalty 3923.652944 = -382347.529355
  nChanged 5
		SP:Iteration 21Q (7989.120000 sec): 3 clusters
  Score: Raw -386273.461961 + Penalty 3923.652944 = -382349.809017
  nChanged 6
		SP:Iteration 22Q (7989.130000 sec): 3 clusters
  Score: Raw -386275.802899 + Penalty 3923.652944 = -382352.149956
  nChanged 6
		SP:Iteration 23Q (7989.140000 sec): 3 clusters
  Score: Raw -386279.808703 + Penalty 3923.652944 = -382356.155760
  nChanged 6
		SP:Iteration 24Q (7989.150000 sec): 3 clusters
  Score: Raw -386282.812719 + Penalty 3923.652944 = -382359.159775
  nChanged 8
		SP:Iteration 25Q (7989.160000 sec): 3 clusters
  Score: Raw -386287.114139 + Penalty 3923.652944 = -382363.461196
  nChanged 8
		SP:Iteration 26Q (7989.160000 sec): 3 clusters
  Score: Raw -386290.699950 + Penalty 3923.652944 = -382367.047007
  nChanged 6
		SP:Iteration 27Q (7989.180000 sec): 3 clusters
  Score: Raw -386293.151072 + Penalty 3923.652944 = -382369.498129
  nChanged 7
		SP:Iteration 28Q (7989.180000 sec): 3 clusters
  Score: Raw -386297.160893 + Penalty 3923.652944 = -382373.507949
  nChanged 12
		SP:Iteration 29Q (7989.190000 sec): 3 clusters
  Score: Raw -386305.773462 + Penalty 3923.652944 = -382382.120519
  nChanged 11
		SP:Iteration 30Q (7989.200000 sec): 3 clusters
  Score: Raw -386312.855621 + Penalty 3923.652944 = -382389.202677
  nChanged 11
		SP:Iteration 31Q (7989.210000 sec): 3 clusters
  Score: Raw -386319.542888 + Penalty 3923.652944 = -382395.889944
  nChanged 12
		SP:Iteration 32Q (7989.220000 sec): 3 clusters
  Score: Raw -386326.795795 + Penalty 3923.652944 = -382403.142851
  nChanged 7
		SP:Iteration 33Q (7989.230000 sec): 3 clusters
  Score: Raw -386330.148800 + Penalty 3923.652944 = -382406.495856
  nChanged 5
		SP:Iteration 34Q (7989.240000 sec): 3 clusters
  Score: Raw -386333.451203 + Penalty 3923.652944 = -382409.798259
  nChanged 7
		SP:Iteration 35Q (7989.250000 sec): 3 clusters
  Score: Raw -386338.006086 + Penalty 3923.652944 = -382414.353142
  nChanged 6
		SP:Iteration 36Q (7989.260000 sec): 3 clusters
  Score: Raw -386339.737924 + Penalty 3923.652944 = -382416.084980
  nChanged 0
		SP:Iteration 37F (7989.260000 sec): 3 clusters
  Score: Raw -386339.737924 + Penalty 3923.652944 = -382416.084980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7989.270000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7989.280000 sec): 3 clusters
  Score: Raw -168814.713196 + Penalty 3494.272938 = -165320.440258
  nChanged 314
		SP:Iteration 1F (7989.280000 sec): 3 clusters
  Score: Raw -169137.198231 + Penalty 3494.272938 = -165642.925292
  nChanged 76
		SP:Iteration 2F (7989.280000 sec): 3 clusters
  Score: Raw -169225.045796 + Penalty 3494.272938 = -165730.772858
  nChanged 33
		SP:Iteration 3Q (7989.290000 sec): 3 clusters
  Score: Raw -169261.155565 + Penalty 3494.272938 = -165766.882627
  nChanged 19
		SP:Iteration 4Q (7989.290000 sec): 3 clusters
  Score: Raw -169284.663245 + Penalty 3494.272938 = -165790.390307
  nChanged 10
		SP:Iteration 5Q (7989.290000 sec): 3 clusters
  Score: Raw -169298.966679 + Penalty 3494.272938 = -165804.693741
  nChanged 13
		SP:Iteration 6Q (7989.300000 sec): 3 clusters
  Score: Raw -169314.941428 + Penalty 3494.272938 = -165820.668490
  nChanged 3
		SP:Iteration 7Q (7989.300000 sec): 3 clusters
  Score: Raw -169317.233273 + Penalty 3494.272938 = -165822.960335
  nChanged 1
		SP:Iteration 8Q (7989.300000 sec): 3 clusters
  Score: Raw -169318.104373 + Penalty 3494.272938 = -165823.831435
  nChanged 1
		SP:Iteration 9Q (7989.310000 sec): 3 clusters
  Score: Raw -169319.085341 + Penalty 3494.272938 = -165824.812403
  nChanged 3
		SP:Iteration 10Q (7989.310000 sec): 3 clusters
  Score: Raw -169322.218925 + Penalty 3494.272938 = -165827.945987
  nChanged 3
		SP:Iteration 11Q (7989.320000 sec): 3 clusters
  Score: Raw -169325.641208 + Penalty 3494.272938 = -165831.368270
  nChanged 1
		SP:Iteration 12Q (7989.320000 sec): 3 clusters
  Score: Raw -169326.239958 + Penalty 3494.272938 = -165831.967020
  nChanged 1
		SP:Iteration 13Q (7989.320000 sec): 3 clusters
  Score: Raw -169327.132636 + Penalty 3494.272938 = -165832.859698
  nChanged 1
		SP:Iteration 14Q (7989.330000 sec): 3 clusters
  Score: Raw -169328.058997 + Penalty 3494.272938 = -165833.786059
  nChanged 2
		SP:Iteration 15Q (7989.330000 sec): 3 clusters
  Score: Raw -169330.560320 + Penalty 3494.272938 = -165836.287382
  nChanged 2
		SP:Iteration 16Q (7989.340000 sec): 3 clusters
  Score: Raw -169332.690646 + Penalty 3494.272938 = -165838.417707
  nChanged 1
		SP:Iteration 17Q (7989.340000 sec): 3 clusters
  Score: Raw -169333.315918 + Penalty 3494.272938 = -165839.042980
  nChanged 0
		SP:Iteration 18F (7989.340000 sec): 3 clusters
  Score: Raw -169333.315918 + Penalty 3494.272938 = -165839.042980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7989.350000 sec): 2 clusters
  Score: Raw -257203.131277 + Penalty 1864.614590 = -255338.516687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7989.360000 sec): 3 clusters
  Score: Raw -256694.228034 + Penalty 3729.229180 = -252964.998855
  nChanged 622
		SP:Iteration 1F (7989.360000 sec): 3 clusters
  Score: Raw -257621.444510 + Penalty 3729.229180 = -253892.215330
  nChanged 236
		SP:Iteration 2F (7989.370000 sec): 3 clusters
  Score: Raw -258143.303788 + Penalty 3729.229180 = -254414.074609
  nChanged 167
		SP:Iteration 3F (7989.380000 sec): 3 clusters
  Score: Raw -258445.445594 + Penalty 3729.229180 = -254716.216415
  nChanged 107
		SP:Iteration 4F (7989.380000 sec): 3 clusters
  Score: Raw -258610.158495 + Penalty 3729.229180 = -254880.929316
  nChanged 73
		SP:Iteration 5Q (7989.390000 sec): 3 clusters
  Score: Raw -258721.770502 + Penalty 3729.229180 = -254992.541323
  nChanged 38
		SP:Iteration 6Q (7989.390000 sec): 3 clusters
  Score: Raw -258787.300336 + Penalty 3729.229180 = -255058.071157
  nChanged 28
		SP:Iteration 7Q (7989.400000 sec): 3 clusters
  Score: Raw -258838.499784 + Penalty 3729.229180 = -255109.270605
  nChanged 15
		SP:Iteration 8Q (7989.400000 sec): 3 clusters
  Score: Raw -258865.658867 + Penalty 3729.229180 = -255136.429688
  nChanged 15
		SP:Iteration 9Q (7989.410000 sec): 3 clusters
  Score: Raw -258887.348466 + Penalty 3729.229180 = -255158.119287
  nChanged 9
		SP:Iteration 10Q (7989.420000 sec): 3 clusters
  Score: Raw -258895.786035 + Penalty 3729.229180 = -255166.556856
  nChanged 5
		SP:Iteration 11Q (7989.420000 sec): 3 clusters
  Score: Raw -258901.921112 + Penalty 3729.229180 = -255172.691932
  nChanged 4
		SP:Iteration 12Q (7989.430000 sec): 3 clusters
  Score: Raw -258904.558100 + Penalty 3729.229180 = -255175.328921
  nChanged 3
		SP:Iteration 13Q (7989.430000 sec): 3 clusters
  Score: Raw -258909.016185 + Penalty 3729.229180 = -255179.787006
  nChanged 3
		SP:Iteration 14Q (7989.440000 sec): 3 clusters
  Score: Raw -258910.669789 + Penalty 3729.229180 = -255181.440610
  nChanged 1
		SP:Iteration 15Q (7989.440000 sec): 3 clusters
  Score: Raw -258911.485793 + Penalty 3729.229180 = -255182.256613
  nChanged 0
		SP:Iteration 16F (7989.450000 sec): 3 clusters
  Score: Raw -258911.485793 + Penalty 3729.229180 = -255182.256613
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10876 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7989.480000 sec): 2 clusters
  Score: Raw -1661921.867796 + Penalty 2304.989824 = -1659616.877973
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7989.520000 sec): 3 clusters
  Score: Raw -1655923.550001 + Penalty 4609.979648 = -1651313.570353
  nChanged 4579
		SP:Iteration 1F (7989.560000 sec): 3 clusters
  Score: Raw -1658317.625542 + Penalty 4609.979648 = -1653707.645894
  nChanged 691
		SP:Iteration 2F (7989.600000 sec): 3 clusters
  Score: Raw -1658587.145613 + Penalty 4609.979648 = -1653977.165965
  nChanged 481
		SP:Iteration 3Q (7989.640000 sec): 3 clusters
  Score: Raw -1658764.647978 + Penalty 4609.979648 = -1654154.668331
  nChanged 378
		SP:Iteration 4Q (7989.680000 sec): 3 clusters
  Score: Raw -1658908.498848 + Penalty 4609.979648 = -1654298.519200
  nChanged 322
		SP:Iteration 5Q (7989.720000 sec): 3 clusters
  Score: Raw -1659028.802603 + Penalty 4609.979648 = -1654418.822955
  nChanged 289
		SP:Iteration 6Q (7989.750000 sec): 3 clusters
  Score: Raw -1659152.827409 + Penalty 4609.979648 = -1654542.847762
  nChanged 292
		SP:Iteration 7Q (7989.790000 sec): 3 clusters
  Score: Raw -1659288.811065 + Penalty 4609.979648 = -1654678.831418
  nChanged 332
		SP:Iteration 8Q (7989.830000 sec): 3 clusters
  Score: Raw -1659430.351067 + Penalty 4609.979648 = -1654820.371419
  nChanged 326
		SP:Iteration 9Q (7989.870000 sec): 3 clusters
  Score: Raw -1659576.750564 + Penalty 4609.979648 = -1654966.770916
  nChanged 321
		SP:Iteration 10Q (7989.900000 sec): 3 clusters
  Score: Raw -1659732.396567 + Penalty 4609.979648 = -1655122.416919
  nChanged 314
		SP:Iteration 11Q (7989.940000 sec): 3 clusters
  Score: Raw -1659883.401700 + Penalty 4609.979648 = -1655273.422053
  nChanged 310
		SP:Iteration 12Q (7989.980000 sec): 3 clusters
  Score: Raw -1660028.880508 + Penalty 4609.979648 = -1655418.900861
  nChanged 329
		SP:Iteration 13Q (7990.010000 sec): 3 clusters
  Score: Raw -1660196.825528 + Penalty 4609.979648 = -1655586.845880
  nChanged 329
		SP:Iteration 14Q (7990.050000 sec): 3 clusters
  Score: Raw -1660371.300107 + Penalty 4609.979648 = -1655761.320459
  nChanged 340
		SP:Iteration 15Q (7990.090000 sec): 3 clusters
  Score: Raw -1660565.127143 + Penalty 4609.979648 = -1655955.147495
  nChanged 345
		SP:Iteration 16Q (7990.120000 sec): 3 clusters
  Score: Raw -1660786.267180 + Penalty 4609.979648 = -1656176.287532
  nChanged 345
		SP:Iteration 17Q (7990.160000 sec): 3 clusters
  Score: Raw -1661011.739431 + Penalty 4609.979648 = -1656401.759783
  nChanged 311
		SP:Iteration 18Q (7990.190000 sec): 3 clusters
  Score: Raw -1661230.490860 + Penalty 4609.979648 = -1656620.511212
  nChanged 294
		SP:Iteration 19Q (7990.230000 sec): 3 clusters
  Score: Raw -1661437.184403 + Penalty 4609.979648 = -1656827.204755
  nChanged 258
		SP:Iteration 20F (7990.260000 sec): 3 clusters
  Score: Raw -1661631.219221 + Penalty 4609.979648 = -1657021.239574
  nChanged 212
		SP:Iteration 21Q (7990.290000 sec): 3 clusters
  Score: Raw -1661778.049978 + Penalty 4609.979648 = -1657168.070330
  nChanged 146
		SP:Iteration 22Q (7990.330000 sec): 3 clusters
  Score: Raw -1661881.444586 + Penalty 4609.979648 = -1657271.464938
  nChanged 98
		SP:Iteration 23Q (7990.350000 sec): 3 clusters
  Score: Raw -1661946.457022 + Penalty 4609.979648 = -1657336.477375
  nChanged 77
		SP:Iteration 24Q (7990.390000 sec): 3 clusters
  Score: Raw -1662000.028310 + Penalty 4609.979648 = -1657390.048662
  nChanged 64
		SP:Iteration 25Q (7990.410000 sec): 3 clusters
  Score: Raw -1662048.126255 + Penalty 4609.979648 = -1657438.146607
  nChanged 48
		SP:Iteration 26Q (7990.440000 sec): 3 clusters
  Score: Raw -1662083.371688 + Penalty 4609.979648 = -1657473.392041
  nChanged 38
		SP:Iteration 27Q (7990.470000 sec): 3 clusters
  Score: Raw -1662113.592336 + Penalty 4609.979648 = -1657503.612689
  nChanged 38
		SP:Iteration 28Q (7990.500000 sec): 3 clusters
  Score: Raw -1662142.958036 + Penalty 4609.979648 = -1657532.978389
  nChanged 34
		SP:Iteration 29Q (7990.530000 sec): 3 clusters
  Score: Raw -1662172.273522 + Penalty 4609.979648 = -1657562.293874
  nChanged 32
		SP:Iteration 30Q (7990.550000 sec): 3 clusters
  Score: Raw -1662194.432449 + Penalty 4609.979648 = -1657584.452801
  nChanged 22
		SP:Iteration 31Q (7990.580000 sec): 3 clusters
  Score: Raw -1662212.362822 + Penalty 4609.979648 = -1657602.383174
  nChanged 18
		SP:Iteration 32Q (7990.610000 sec): 3 clusters
  Score: Raw -1662228.385526 + Penalty 4609.979648 = -1657618.405878
  nChanged 12
		SP:Iteration 33Q (7990.640000 sec): 3 clusters
  Score: Raw -1662236.214801 + Penalty 4609.979648 = -1657626.235153
  nChanged 6
		SP:Iteration 34Q (7990.670000 sec): 3 clusters
  Score: Raw -1662240.118811 + Penalty 4609.979648 = -1657630.139163
  nChanged 7
		SP:Iteration 35Q (7990.690000 sec): 3 clusters
  Score: Raw -1662246.241401 + Penalty 4609.979648 = -1657636.261754
  nChanged 5
		SP:Iteration 36Q (7990.720000 sec): 3 clusters
  Score: Raw -1662249.639084 + Penalty 4609.979648 = -1657639.659436
  nChanged 4
		SP:Iteration 37Q (7990.750000 sec): 3 clusters
  Score: Raw -1662251.551390 + Penalty 4609.979648 = -1657641.571742
  nChanged 2
		SP:Iteration 38Q (7990.770000 sec): 3 clusters
  Score: Raw -1662252.459603 + Penalty 4609.979648 = -1657642.479956
  nChanged 0
		SP:Iteration 39F (7990.810000 sec): 3 clusters
  Score: Raw -1662252.459603 + Penalty 4609.979648 = -1657642.479956
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7990.850000 sec): 2 clusters
  Score: Raw -1984739.000685 + Penalty 2369.497749 = -1982369.502936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7990.900000 sec): 3 clusters
  Score: Raw -1976818.362714 + Penalty 4738.995498 = -1972079.367216
  nChanged 6020
		SP:Iteration 1F (7990.950000 sec): 3 clusters
  Score: Raw -1979949.235580 + Penalty 4738.995498 = -1975210.240082
  nChanged 810
		SP:Iteration 2F (7991.000000 sec): 3 clusters
  Score: Raw -1980310.222713 + Penalty 4738.995498 = -1975571.227215
  nChanged 745
		SP:Iteration 3F (7991.050000 sec): 3 clusters
  Score: Raw -1980653.142993 + Penalty 4738.995498 = -1975914.147495
  nChanged 684
		SP:Iteration 4Q (7991.090000 sec): 3 clusters
  Score: Raw -1980967.958828 + Penalty 4738.995498 = -1976228.963330
  nChanged 628
		SP:Iteration 5Q (7991.140000 sec): 3 clusters
  Score: Raw -1981252.462712 + Penalty 4738.995498 = -1976513.467214
  nChanged 590
		SP:Iteration 6Q (7991.190000 sec): 3 clusters
  Score: Raw -1981547.591878 + Penalty 4738.995498 = -1976808.596380
  nChanged 587
		SP:Iteration 7Q (7991.240000 sec): 3 clusters
  Score: Raw -1981855.075512 + Penalty 4738.995498 = -1977116.080014
  nChanged 584
		SP:Iteration 8Q (7991.290000 sec): 3 clusters
  Score: Raw -1982169.352336 + Penalty 4738.995498 = -1977430.356838
  nChanged 575
		SP:Iteration 9Q (7991.340000 sec): 3 clusters
  Score: Raw -1982487.870707 + Penalty 4738.995498 = -1977748.875209
  nChanged 556
		SP:Iteration 10Q (7991.390000 sec): 3 clusters
  Score: Raw -1982789.190842 + Penalty 4738.995498 = -1978050.195344
  nChanged 475
		SP:Iteration 11Q (7991.430000 sec): 3 clusters
  Score: Raw -1983037.077846 + Penalty 4738.995498 = -1978298.082348
  nChanged 451
		SP:Iteration 12Q (7991.480000 sec): 3 clusters
  Score: Raw -1983284.792854 + Penalty 4738.995498 = -1978545.797356
  nChanged 405
		SP:Iteration 13Q (7991.530000 sec): 3 clusters
  Score: Raw -1983501.606355 + Penalty 4738.995498 = -1978762.610857
  nChanged 400
		SP:Iteration 14Q (7991.570000 sec): 3 clusters
  Score: Raw -1983761.452231 + Penalty 4738.995498 = -1979022.456733
  nChanged 371
		SP:Iteration 15Q (7991.620000 sec): 3 clusters
  Score: Raw -1983995.699535 + Penalty 4738.995498 = -1979256.704037
  nChanged 305
		SP:Iteration 16Q (7991.660000 sec): 3 clusters
  Score: Raw -1984190.500228 + Penalty 4738.995498 = -1979451.504730
  nChanged 252
		SP:Iteration 17Q (7991.710000 sec): 3 clusters
  Score: Raw -1984323.169831 + Penalty 4738.995498 = -1979584.174333
  nChanged 195
		SP:Iteration 18Q (7991.750000 sec): 3 clusters
  Score: Raw -1984441.306467 + Penalty 4738.995498 = -1979702.310969
  nChanged 163
		SP:Iteration 19Q (7991.790000 sec): 3 clusters
  Score: Raw -1984539.150060 + Penalty 4738.995498 = -1979800.154562
  nChanged 156
		SP:Iteration 20F (7991.840000 sec): 3 clusters
  Score: Raw -1984619.958313 + Penalty 4738.995498 = -1979880.962816
  nChanged 125
		SP:Iteration 21Q (7991.880000 sec): 3 clusters
  Score: Raw -1984688.714075 + Penalty 4738.995498 = -1979949.718577
  nChanged 121
		SP:Iteration 22Q (7991.920000 sec): 3 clusters
  Score: Raw -1984747.525684 + Penalty 4738.995498 = -1980008.530186
  nChanged 90
		SP:Iteration 23Q (7991.960000 sec): 3 clusters
  Score: Raw -1984787.109755 + Penalty 4738.995498 = -1980048.114257
  nChanged 73
		SP:Iteration 24Q (7992.000000 sec): 3 clusters
  Score: Raw -1984821.523277 + Penalty 4738.995498 = -1980082.527779
  nChanged 71
		SP:Iteration 25Q (7992.040000 sec): 3 clusters
  Score: Raw -1984851.764854 + Penalty 4738.995498 = -1980112.769356
  nChanged 68
		SP:Iteration 26Q (7992.080000 sec): 3 clusters
  Score: Raw -1984881.935756 + Penalty 4738.995498 = -1980142.940258
  nChanged 56
		SP:Iteration 27Q (7992.120000 sec): 3 clusters
  Score: Raw -1984903.630187 + Penalty 4738.995498 = -1980164.634689
  nChanged 43
		SP:Iteration 28Q (7992.150000 sec): 3 clusters
  Score: Raw -1984919.327375 + Penalty 4738.995498 = -1980180.331877
  nChanged 39
		SP:Iteration 29Q (7992.190000 sec): 3 clusters
  Score: Raw -1984931.833638 + Penalty 4738.995498 = -1980192.838140
  nChanged 28
		SP:Iteration 30Q (7992.230000 sec): 3 clusters
  Score: Raw -1984941.594662 + Penalty 4738.995498 = -1980202.599165
  nChanged 29
		SP:Iteration 31Q (7992.270000 sec): 3 clusters
  Score: Raw -1984950.825290 + Penalty 4738.995498 = -1980211.829792
  nChanged 37
		SP:Iteration 32Q (7992.310000 sec): 3 clusters
  Score: Raw -1984963.376261 + Penalty 4738.995498 = -1980224.380763
  nChanged 35
		SP:Iteration 33Q (7992.350000 sec): 3 clusters
  Score: Raw -1984974.859845 + Penalty 4738.995498 = -1980235.864348
  nChanged 27
		SP:Iteration 34Q (7992.380000 sec): 3 clusters
  Score: Raw -1984983.818785 + Penalty 4738.995498 = -1980244.823287
  nChanged 22
		SP:Iteration 35Q (7992.420000 sec): 3 clusters
  Score: Raw -1984991.320472 + Penalty 4738.995498 = -1980252.324974
  nChanged 27
		SP:Iteration 36Q (7992.460000 sec): 3 clusters
  Score: Raw -1985000.663944 + Penalty 4738.995498 = -1980261.668446
  nChanged 22
		SP:Iteration 37Q (7992.490000 sec): 3 clusters
  Score: Raw -1985009.535445 + Penalty 4738.995498 = -1980270.539947
  nChanged 18
		SP:Iteration 38Q (7992.530000 sec): 3 clusters
  Score: Raw -1985015.741450 + Penalty 4738.995498 = -1980276.745952
  nChanged 19
		SP:Iteration 39Q (7992.570000 sec): 3 clusters
  Score: Raw -1985021.720003 + Penalty 4738.995498 = -1980282.724505
  nChanged 21
		SP:Iteration 40F (7992.620000 sec): 3 clusters
  Score: Raw -1985028.123422 + Penalty 4738.995498 = -1980289.127924
  nChanged 20
		SP:Iteration 41Q (7992.650000 sec): 3 clusters
  Score: Raw -1985035.678308 + Penalty 4738.995498 = -1980296.682810
  nChanged 18
		SP:Iteration 42Q (7992.690000 sec): 3 clusters
  Score: Raw -1985043.112082 + Penalty 4738.995498 = -1980304.116584
  nChanged 20
		SP:Iteration 43Q (7992.730000 sec): 3 clusters
  Score: Raw -1985050.227921 + Penalty 4738.995498 = -1980311.232423
  nChanged 16
		SP:Iteration 44Q (7992.770000 sec): 3 clusters
  Score: Raw -1985054.803759 + Penalty 4738.995498 = -1980315.808261
  nChanged 19
		SP:Iteration 45Q (7992.810000 sec): 3 clusters
  Score: Raw -1985060.987610 + Penalty 4738.995498 = -1980321.992112
  nChanged 17
		SP:Iteration 46Q (7992.840000 sec): 3 clusters
  Score: Raw -1985067.997670 + Penalty 4738.995498 = -1980329.002172
  nChanged 17
		SP:Iteration 47Q (7992.880000 sec): 3 clusters
  Score: Raw -1985075.022171 + Penalty 4738.995498 = -1980336.026674
  nChanged 18
		SP:Iteration 48Q (7992.910000 sec): 3 clusters
  Score: Raw -1985082.861474 + Penalty 4738.995498 = -1980343.865976
  nChanged 24
		SP:Iteration 49Q (7992.950000 sec): 3 clusters
  Score: Raw -1985091.441146 + Penalty 4738.995498 = -1980352.445648
  nChanged 22
		SP:Iteration 50Q (7992.990000 sec): 3 clusters
  Score: Raw -1985103.346866 + Penalty 4738.995498 = -1980364.351369
  nChanged 26
		SP:Iteration 51Q (7993.030000 sec): 3 clusters
  Score: Raw -1985117.284715 + Penalty 4738.995498 = -1980378.289217
  nChanged 26
		SP:Iteration 52Q (7993.070000 sec): 3 clusters
  Score: Raw -1985126.959333 + Penalty 4738.995498 = -1980387.963835
  nChanged 19
		SP:Iteration 53Q (7993.100000 sec): 3 clusters
  Score: Raw -1985135.658617 + Penalty 4738.995498 = -1980396.663120
  nChanged 16
		SP:Iteration 54Q (7993.140000 sec): 3 clusters
  Score: Raw -1985140.698954 + Penalty 4738.995498 = -1980401.703456
  nChanged 9
		SP:Iteration 55Q (7993.170000 sec): 3 clusters
  Score: Raw -1985145.810298 + Penalty 4738.995498 = -1980406.814800
  nChanged 14
		SP:Iteration 56Q (7993.210000 sec): 3 clusters
  Score: Raw -1985152.959075 + Penalty 4738.995498 = -1980413.963578
  nChanged 10
		SP:Iteration 57Q (7993.250000 sec): 3 clusters
  Score: Raw -1985156.558716 + Penalty 4738.995498 = -1980417.563218
  nChanged 8
		SP:Iteration 58Q (7993.290000 sec): 3 clusters
  Score: Raw -1985160.710870 + Penalty 4738.995498 = -1980421.715372
  nChanged 7
		SP:Iteration 59Q (7993.320000 sec): 3 clusters
  Score: Raw -1985164.425069 + Penalty 4738.995498 = -1980425.429571
  nChanged 3
		SP:Iteration 60F (7993.370000 sec): 3 clusters
  Score: Raw -1985165.609073 + Penalty 4738.995498 = -1980426.613575
  nChanged 2
		SP:Iteration 61Q (7993.410000 sec): 3 clusters
  Score: Raw -1985166.771161 + Penalty 4738.995498 = -1980427.775663
  nChanged 6
		SP:Iteration 62Q (7993.440000 sec): 3 clusters
  Score: Raw -1985169.068021 + Penalty 4738.995498 = -1980430.072523
  nChanged 4
		SP:Iteration 63Q (7993.480000 sec): 3 clusters
  Score: Raw -1985169.969602 + Penalty 4738.995498 = -1980430.974104
  nChanged 1
		SP:Iteration 64Q (7993.520000 sec): 3 clusters
  Score: Raw -1985170.150578 + Penalty 4738.995498 = -1980431.155080
  nChanged 0
		SP:Iteration 65F (7993.560000 sec): 3 clusters
  Score: Raw -1985170.150578 + Penalty 4738.995498 = -1980431.155080
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7993.570000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7993.570000 sec): 3 clusters
  Score: Raw -73222.322890 + Penalty 3074.445443 = -70147.877447
  nChanged 72
		SP:Iteration 1F (7993.580000 sec): 3 clusters
  Score: Raw -73365.413741 + Penalty 3074.445443 = -70290.968298
  nChanged 17
		SP:Iteration 2Q (7993.580000 sec): 3 clusters
  Score: Raw -73404.452581 + Penalty 3074.445443 = -70330.007138
  nChanged 6
		SP:Iteration 3Q (7993.580000 sec): 3 clusters
  Score: Raw -73416.282198 + Penalty 3074.445443 = -70341.836755
  nChanged 2
		SP:Iteration 4Q (7993.580000 sec): 3 clusters
  Score: Raw -73420.205228 + Penalty 3074.445443 = -70345.759785
  nChanged 1
		SP:Iteration 5Q (7993.580000 sec): 3 clusters
  Score: Raw -73422.969099 + Penalty 3074.445443 = -70348.523656
  nChanged 1
		SP:Iteration 6Q (7993.590000 sec): 3 clusters
  Score: Raw -73423.910940 + Penalty 3074.445443 = -70349.465496
  nChanged 0
		SP:Iteration 7F (7993.590000 sec): 3 clusters
  Score: Raw -73423.910940 + Penalty 3074.445443 = -70349.465496
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7993.590000 sec): 2 clusters
  Score: Raw -309960.698442 + Penalty 1905.712369 = -308054.986074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7993.600000 sec): 3 clusters
  Score: Raw -309089.080655 + Penalty 3811.424738 = -305277.655917
  nChanged 714
		SP:Iteration 1F (7993.610000 sec): 3 clusters
  Score: Raw -309564.465783 + Penalty 3811.424738 = -305753.041045
  nChanged 164
		SP:Iteration 2F (7993.620000 sec): 3 clusters
  Score: Raw -309703.264451 + Penalty 3811.424738 = -305891.839713
  nChanged 94
		SP:Iteration 3Q (7993.630000 sec): 3 clusters
  Score: Raw -309779.591675 + Penalty 3811.424738 = -305968.166937
  nChanged 62
		SP:Iteration 4Q (7993.630000 sec): 3 clusters
  Score: Raw -309824.301444 + Penalty 3811.424738 = -306012.876707
  nChanged 45
		SP:Iteration 5Q (7993.640000 sec): 3 clusters
  Score: Raw -309850.693693 + Penalty 3811.424738 = -306039.268956
  nChanged 25
		SP:Iteration 6Q (7993.650000 sec): 3 clusters
  Score: Raw -309869.662746 + Penalty 3811.424738 = -306058.238008
  nChanged 21
		SP:Iteration 7Q (7993.650000 sec): 3 clusters
  Score: Raw -309885.867543 + Penalty 3811.424738 = -306074.442805
  nChanged 17
		SP:Iteration 8Q (7993.660000 sec): 3 clusters
  Score: Raw -309897.897758 + Penalty 3811.424738 = -306086.473020
  nChanged 17
		SP:Iteration 9Q (7993.670000 sec): 3 clusters
  Score: Raw -309908.903093 + Penalty 3811.424738 = -306097.478355
  nChanged 17
		SP:Iteration 10Q (7993.670000 sec): 3 clusters
  Score: Raw -309920.188103 + Penalty 3811.424738 = -306108.763366
  nChanged 15
		SP:Iteration 11Q (7993.680000 sec): 3 clusters
  Score: Raw -309929.252242 + Penalty 3811.424738 = -306117.827505
  nChanged 10
		SP:Iteration 12Q (7993.690000 sec): 3 clusters
  Score: Raw -309934.180842 + Penalty 3811.424738 = -306122.756105
  nChanged 11
		SP:Iteration 13Q (7993.700000 sec): 3 clusters
  Score: Raw -309940.480869 + Penalty 3811.424738 = -306129.056131
  nChanged 6
		SP:Iteration 14Q (7993.710000 sec): 3 clusters
  Score: Raw -309944.520896 + Penalty 3811.424738 = -306133.096158
  nChanged 4
		SP:Iteration 15Q (7993.710000 sec): 3 clusters
  Score: Raw -309946.791394 + Penalty 3811.424738 = -306135.366656
  nChanged 3
		SP:Iteration 16Q (7993.720000 sec): 3 clusters
  Score: Raw -309948.262731 + Penalty 3811.424738 = -306136.837994
  nChanged 3
		SP:Iteration 17Q (7993.730000 sec): 3 clusters
  Score: Raw -309949.987537 + Penalty 3811.424738 = -306138.562800
  nChanged 3
		SP:Iteration 18Q (7993.730000 sec): 3 clusters
  Score: Raw -309952.484343 + Penalty 3811.424738 = -306141.059606
  nChanged 3
		SP:Iteration 19Q (7993.740000 sec): 3 clusters
  Score: Raw -309955.925222 + Penalty 3811.424738 = -306144.500485
  nChanged 5
		SP:Iteration 20F (7993.750000 sec): 3 clusters
  Score: Raw -309959.078814 + Penalty 3811.424738 = -306147.654076
  nChanged 6
		SP:Iteration 21Q (7993.760000 sec): 3 clusters
  Score: Raw -309961.999839 + Penalty 3811.424738 = -306150.575101
  nChanged 4
		SP:Iteration 22Q (7993.760000 sec): 3 clusters
  Score: Raw -309964.973355 + Penalty 3811.424738 = -306153.548617
  nChanged 4
		SP:Iteration 23Q (7993.770000 sec): 3 clusters
  Score: Raw -309966.367989 + Penalty 3811.424738 = -306154.943251
  nChanged 2
		SP:Iteration 24Q (7993.780000 sec): 3 clusters
  Score: Raw -309967.593634 + Penalty 3811.424738 = -306156.168896
  nChanged 0
		SP:Iteration 25F (7993.790000 sec): 3 clusters
  Score: Raw -309967.593634 + Penalty 3811.424738 = -306156.168896
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7993.890000 sec): 2 clusters
  Score: Raw -4594982.282276 + Penalty 2568.412983 = -4592413.869294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7994.000000 sec): 3 clusters
  Score: Raw -4575970.624280 + Penalty 5136.825965 = -4570833.798314
  nChanged 14370
		SP:Iteration 1F (7994.110000 sec): 3 clusters
  Score: Raw -4583830.593971 + Penalty 5136.825965 = -4578693.768006
  nChanged 1468
		SP:Iteration 2Q (7994.220000 sec): 3 clusters
  Score: Raw -4584385.938462 + Penalty 5136.825965 = -4579249.112497
  nChanged 1514
		SP:Iteration 3Q (7994.330000 sec): 3 clusters
  Score: Raw -4585120.697455 + Penalty 5136.825965 = -4579983.871489
  nChanged 1769
		SP:Iteration 4F (7994.430000 sec): 3 clusters
  Score: Raw -4586121.483572 + Penalty 5136.825965 = -4580984.657607
  nChanged 2105
		SP:Iteration 5F (7994.550000 sec): 3 clusters
  Score: Raw -4587476.856546 + Penalty 5136.825965 = -4582340.030580
  nChanged 2322
		SP:Iteration 6F (7994.650000 sec): 3 clusters
  Score: Raw -4589109.398099 + Penalty 5136.825965 = -4583972.572133
  nChanged 2285
		SP:Iteration 7F (7994.770000 sec): 3 clusters
  Score: Raw -4590849.859486 + Penalty 5136.825965 = -4585713.033520
  nChanged 1963
		SP:Iteration 8F (7994.880000 sec): 3 clusters
  Score: Raw -4592417.465453 + Penalty 5136.825965 = -4587280.639487
  nChanged 1386
		SP:Iteration 9Q (7994.990000 sec): 3 clusters
  Score: Raw -4593647.818735 + Penalty 5136.825965 = -4588510.992770
  nChanged 883
		SP:Iteration 10Q (7995.100000 sec): 3 clusters
  Score: Raw -4594855.991029 + Penalty 5136.825965 = -4589719.165063
  nChanged 483
		SP:Iteration 11Q (7995.210000 sec): 3 clusters
  Score: Raw -4595697.509354 + Penalty 5136.825965 = -4590560.683389
  nChanged 265
		SP:Iteration 12Q (7995.300000 sec): 3 clusters
  Score: Raw -4595812.468932 + Penalty 5136.825965 = -4590675.642966
  nChanged 161
		SP:Iteration 13Q (7995.380000 sec): 3 clusters
  Score: Raw -4595868.024595 + Penalty 5136.825965 = -4590731.198630
  nChanged 112
		SP:Iteration 14Q (7995.470000 sec): 3 clusters
  Score: Raw -4595898.779898 + Penalty 5136.825965 = -4590761.953933
  nChanged 83
		SP:Iteration 15Q (7995.550000 sec): 3 clusters
  Score: Raw -4595919.168815 + Penalty 5136.825965 = -4590782.342849
  nChanged 66
		SP:Iteration 16Q (7995.640000 sec): 3 clusters
  Score: Raw -4595932.446027 + Penalty 5136.825965 = -4590795.620061
  nChanged 40
		SP:Iteration 17Q (7995.720000 sec): 3 clusters
  Score: Raw -4595938.401632 + Penalty 5136.825965 = -4590801.575666
  nChanged 31
		SP:Iteration 18Q (7995.810000 sec): 3 clusters
  Score: Raw -4595944.048927 + Penalty 5136.825965 = -4590807.222962
  nChanged 26
		SP:Iteration 19Q (7995.890000 sec): 3 clusters
  Score: Raw -4595948.668365 + Penalty 5136.825965 = -4590811.842399
  nChanged 30
		SP:Iteration 20F (7996.000000 sec): 3 clusters
  Score: Raw -4595954.051673 + Penalty 5136.825965 = -4590817.225707
  nChanged 24
		SP:Iteration 21Q (7996.090000 sec): 3 clusters
  Score: Raw -4595957.968564 + Penalty 5136.825965 = -4590821.142599
  nChanged 16
		SP:Iteration 22Q (7996.170000 sec): 3 clusters
  Score: Raw -4595960.589011 + Penalty 5136.825965 = -4590823.763046
  nChanged 18
		SP:Iteration 23Q (7996.250000 sec): 3 clusters
  Score: Raw -4595964.803887 + Penalty 5136.825965 = -4590827.977921
  nChanged 24
		SP:Iteration 24Q (7996.340000 sec): 3 clusters
  Score: Raw -4595969.999212 + Penalty 5136.825965 = -4590833.173247
  nChanged 20
		SP:Iteration 25Q (7996.430000 sec): 3 clusters
  Score: Raw -4595972.780972 + Penalty 5136.825965 = -4590835.955006
  nChanged 14
		SP:Iteration 26Q (7996.510000 sec): 3 clusters
  Score: Raw -4595974.932097 + Penalty 5136.825965 = -4590838.106132
  nChanged 13
		SP:Iteration 27Q (7996.600000 sec): 3 clusters
  Score: Raw -4595977.036234 + Penalty 5136.825965 = -4590840.210268
  nChanged 15
		SP:Iteration 28Q (7996.680000 sec): 3 clusters
  Score: Raw -4595980.149098 + Penalty 5136.825965 = -4590843.323133
  nChanged 13
		SP:Iteration 29Q (7996.770000 sec): 3 clusters
  Score: Raw -4595982.579849 + Penalty 5136.825965 = -4590845.753884
  nChanged 11
		SP:Iteration 30Q (7996.850000 sec): 3 clusters
  Score: Raw -4595984.509436 + Penalty 5136.825965 = -4590847.683471
  nChanged 9
		SP:Iteration 31Q (7996.940000 sec): 3 clusters
  Score: Raw -4595985.393909 + Penalty 5136.825965 = -4590848.567943
  nChanged 6
		SP:Iteration 32Q (7997.020000 sec): 3 clusters
  Score: Raw -4595986.153621 + Penalty 5136.825965 = -4590849.327656
  nChanged 5
		SP:Iteration 33Q (7997.110000 sec): 3 clusters
  Score: Raw -4595986.655582 + Penalty 5136.825965 = -4590849.829617
  nChanged 4
		SP:Iteration 34Q (7997.190000 sec): 3 clusters
  Score: Raw -4595987.234910 + Penalty 5136.825965 = -4590850.408944
  nChanged 5
		SP:Iteration 35Q (7997.270000 sec): 3 clusters
  Score: Raw -4595987.938218 + Penalty 5136.825965 = -4590851.112252
  nChanged 5
		SP:Iteration 36Q (7997.350000 sec): 3 clusters
  Score: Raw -4595988.608660 + Penalty 5136.825965 = -4590851.782695
  nChanged 3
		SP:Iteration 37Q (7997.440000 sec): 3 clusters
  Score: Raw -4595989.018908 + Penalty 5136.825965 = -4590852.192942
  nChanged 3
		SP:Iteration 38Q (7997.520000 sec): 3 clusters
  Score: Raw -4595989.233455 + Penalty 5136.825965 = -4590852.407489
  nChanged 0
		SP:Iteration 39F (7997.630000 sec): 3 clusters
  Score: Raw -4595989.233455 + Penalty 5136.825965 = -4590852.407489
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98610 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7997.950000 sec): 2 clusters
  Score: Raw -14339891.367177 + Penalty 2851.734133 = -14337039.633044
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7998.320000 sec): 3 clusters
  Score: Raw -14276706.570424 + Penalty 5703.468266 = -14271003.102158
  nChanged 46574
		SP:Iteration 1F (7998.670000 sec): 3 clusters
  Score: Raw -14303002.363773 + Penalty 5703.468266 = -14297298.895507
  nChanged 3143
		SP:Iteration 2Q (7999.040000 sec): 3 clusters
  Score: Raw -14303731.150172 + Penalty 5703.468266 = -14298027.681906
  nChanged 3181
		SP:Iteration 3Q (7999.400000 sec): 3 clusters
  Score: Raw -14304530.984830 + Penalty 5703.468266 = -14298827.516564
  nChanged 3265
		SP:Iteration 4Q (7999.770000 sec): 3 clusters
  Score: Raw -14305462.868553 + Penalty 5703.468266 = -14299759.400287
  nChanged 3604
		SP:Iteration 5Q (8000.130000 sec): 3 clusters
  Score: Raw -14306630.842867 + Penalty 5703.468266 = -14300927.374601
  nChanged 3931
		SP:Iteration 6Q (8000.510000 sec): 3 clusters
  Score: Raw -14308164.056104 + Penalty 5703.468266 = -14302460.587838
  nChanged 4420
		SP:Iteration 7Q (8000.870000 sec): 3 clusters
  Score: Raw -14310157.710111 + Penalty 5703.468266 = -14304454.241845
  nChanged 4828
		SP:Iteration 8Q (8001.240000 sec): 3 clusters
  Score: Raw -14312761.113904 + Penalty 5703.468266 = -14307057.645638
  nChanged 5463
		SP:Iteration 9F (8001.600000 sec): 3 clusters
  Score: Raw -14316030.400703 + Penalty 5703.468266 = -14310326.932437
  nChanged 5522
		SP:Iteration 10F (8001.950000 sec): 3 clusters
  Score: Raw -14319571.301421 + Penalty 5703.468266 = -14313867.833155
  nChanged 5190
		SP:Iteration 11F (8002.310000 sec): 3 clusters
  Score: Raw -14322767.196378 + Penalty 5703.468266 = -14317063.728113
  nChanged 4344
		SP:Iteration 12Q (8002.660000 sec): 3 clusters
  Score: Raw -14324986.144215 + Penalty 5703.468266 = -14319282.675949
  nChanged 3265
		SP:Iteration 13Q (8003.010000 sec): 3 clusters
  Score: Raw -14326353.223712 + Penalty 5703.468266 = -14320649.755446
  nChanged 2544
		SP:Iteration 14Q (8003.350000 sec): 3 clusters
  Score: Raw -14327308.707449 + Penalty 5703.468266 = -14321605.239183
  nChanged 2091
		SP:Iteration 15Q (8003.680000 sec): 3 clusters
  Score: Raw -14328053.597695 + Penalty 5703.468266 = -14322350.129429
  nChanged 1925
		SP:Iteration 16Q (8004.010000 sec): 3 clusters
  Score: Raw -14328767.076561 + Penalty 5703.468266 = -14323063.608295
  nChanged 1898
		SP:Iteration 17Q (8004.340000 sec): 3 clusters
  Score: Raw -14329499.870727 + Penalty 5703.468266 = -14323796.402461
  nChanged 1965
		SP:Iteration 18Q (8004.660000 sec): 3 clusters
  Score: Raw -14330299.504340 + Penalty 5703.468266 = -14324596.036074
  nChanged 1952
		SP:Iteration 19Q (8004.980000 sec): 3 clusters
  Score: Raw -14331134.262552 + Penalty 5703.468266 = -14325430.794286
  nChanged 1931
		SP:Iteration 20F (8005.330000 sec): 3 clusters
  Score: Raw -14331979.512490 + Penalty 5703.468266 = -14326276.044224
  nChanged 1880
		SP:Iteration 21Q (8005.640000 sec): 3 clusters
  Score: Raw -14332858.939975 + Penalty 5703.468266 = -14327155.471709
  nChanged 1851
		SP:Iteration 22Q (8005.940000 sec): 3 clusters
  Score: Raw -14333794.751189 + Penalty 5703.468266 = -14328091.282923
  nChanged 1786
		SP:Iteration 23Q (8006.240000 sec): 3 clusters
  Score: Raw -14334744.431884 + Penalty 5703.468266 = -14329040.963618
  nChanged 1614
		SP:Iteration 24Q (8006.530000 sec): 3 clusters
  Score: Raw -14335646.898859 + Penalty 5703.468266 = -14329943.430594
  nChanged 1549
		SP:Iteration 25Q (8006.820000 sec): 3 clusters
  Score: Raw -14336577.848903 + Penalty 5703.468266 = -14330874.380637
  nChanged 1364
		SP:Iteration 26Q (8007.100000 sec): 3 clusters
  Score: Raw -14337419.070609 + Penalty 5703.468266 = -14331715.602343
  nChanged 1137
		SP:Iteration 27Q (8007.370000 sec): 3 clusters
  Score: Raw -14338111.948492 + Penalty 5703.468266 = -14332408.480226
  nChanged 905
		SP:Iteration 28Q (8007.640000 sec): 3 clusters
  Score: Raw -14338654.940966 + Penalty 5703.468266 = -14332951.472700
  nChanged 704
		SP:Iteration 29Q (8007.910000 sec): 3 clusters
  Score: Raw -14339093.231137 + Penalty 5703.468266 = -14333389.762871
  nChanged 532
		SP:Iteration 30Q (8008.170000 sec): 3 clusters
  Score: Raw -14339425.867531 + Penalty 5703.468266 = -14333722.399265
  nChanged 384
		SP:Iteration 31Q (8008.430000 sec): 3 clusters
  Score: Raw -14339653.741439 + Penalty 5703.468266 = -14333950.273173
  nChanged 254
		SP:Iteration 32Q (8008.680000 sec): 3 clusters
  Score: Raw -14339812.628634 + Penalty 5703.468266 = -14334109.160368
  nChanged 182
		SP:Iteration 33Q (8008.940000 sec): 3 clusters
  Score: Raw -14339929.322155 + Penalty 5703.468266 = -14334225.853889
  nChanged 125
		SP:Iteration 34Q (8009.190000 sec): 3 clusters
  Score: Raw -14340007.526537 + Penalty 5703.468266 = -14334304.058271
  nChanged 81
		SP:Iteration 35Q (8009.440000 sec): 3 clusters
  Score: Raw -14340052.500879 + Penalty 5703.468266 = -14334349.032613
  nChanged 56
		SP:Iteration 36Q (8009.690000 sec): 3 clusters
  Score: Raw -14340086.474209 + Penalty 5703.468266 = -14334383.005944
  nChanged 43
		SP:Iteration 37Q (8009.940000 sec): 3 clusters
  Score: Raw -14340120.226745 + Penalty 5703.468266 = -14334416.758479
  nChanged 46
		SP:Iteration 38Q (8010.190000 sec): 3 clusters
  Score: Raw -14340151.608592 + Penalty 5703.468266 = -14334448.140326
  nChanged 34
		SP:Iteration 39Q (8010.440000 sec): 3 clusters
  Score: Raw -14340173.739401 + Penalty 5703.468266 = -14334470.271135
  nChanged 18
		SP:Iteration 40F (8010.790000 sec): 3 clusters
  Score: Raw -14340183.680377 + Penalty 5703.468266 = -14334480.212111
  nChanged 10
		SP:Iteration 41Q (8011.040000 sec): 3 clusters
  Score: Raw -14340189.245750 + Penalty 5703.468266 = -14334485.777484
  nChanged 9
		SP:Iteration 42Q (8011.280000 sec): 3 clusters
  Score: Raw -14340194.678734 + Penalty 5703.468266 = -14334491.210468
  nChanged 6
		SP:Iteration 43Q (8011.530000 sec): 3 clusters
  Score: Raw -14340199.677363 + Penalty 5703.468266 = -14334496.209097
  nChanged 10
		SP:Iteration 44Q (8011.780000 sec): 3 clusters
  Score: Raw -14340206.876377 + Penalty 5703.468266 = -14334503.408112
  nChanged 10
		SP:Iteration 45Q (8012.040000 sec): 3 clusters
  Score: Raw -14340213.041321 + Penalty 5703.468266 = -14334509.573055
  nChanged 8
		SP:Iteration 46Q (8012.280000 sec): 3 clusters
  Score: Raw -14340218.225179 + Penalty 5703.468266 = -14334514.756914
  nChanged 5
		SP:Iteration 47Q (8012.530000 sec): 3 clusters
  Score: Raw -14340220.893891 + Penalty 5703.468266 = -14334517.425625
  nChanged 3
		SP:Iteration 48Q (8012.780000 sec): 3 clusters
  Score: Raw -14340222.689630 + Penalty 5703.468266 = -14334519.221364
  nChanged 3
		SP:Iteration 49Q (8013.030000 sec): 3 clusters
  Score: Raw -14340224.908377 + Penalty 5703.468266 = -14334521.440111
  nChanged 3
		SP:Iteration 50Q (8013.280000 sec): 3 clusters
  Score: Raw -14340227.570762 + Penalty 5703.468266 = -14334524.102496
  nChanged 2
		SP:Iteration 51Q (8013.530000 sec): 3 clusters
  Score: Raw -14340228.471555 + Penalty 5703.468266 = -14334525.003289
  nChanged 0
		SP:Iteration 52F (8013.880000 sec): 3 clusters
  Score: Raw -14340228.471555 + Penalty 5703.468266 = -14334525.003289
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8014.020000 sec): 2 clusters
  Score: Raw -5638375.688677 + Penalty 2604.440064 = -5635771.248613
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8014.140000 sec): 3 clusters
  Score: Raw -5616364.539931 + Penalty 5208.880128 = -5611155.659803
  nChanged 16468
		SP:Iteration 1F (8014.270000 sec): 3 clusters
  Score: Raw -5625527.414244 + Penalty 5208.880128 = -5620318.534116
  nChanged 1682
		SP:Iteration 2Q (8014.400000 sec): 3 clusters
  Score: Raw -5626117.834340 + Penalty 5208.880128 = -5620908.954212
  nChanged 1692
		SP:Iteration 3Q (8014.530000 sec): 3 clusters
  Score: Raw -5626795.490206 + Penalty 5208.880128 = -5621586.610078
  nChanged 1841
		SP:Iteration 4F (8014.660000 sec): 3 clusters
  Score: Raw -5627711.088987 + Penalty 5208.880128 = -5622502.208859
  nChanged 2131
		SP:Iteration 5F (8014.800000 sec): 3 clusters
  Score: Raw -5629022.063287 + Penalty 5208.880128 = -5623813.183159
  nChanged 2328
		SP:Iteration 6F (8014.930000 sec): 3 clusters
  Score: Raw -5630698.805806 + Penalty 5208.880128 = -5625489.925678
  nChanged 2407
		SP:Iteration 7F (8015.060000 sec): 3 clusters
  Score: Raw -5632651.138461 + Penalty 5208.880128 = -5627442.258333
  nChanged 2194
		SP:Iteration 8F (8015.180000 sec): 3 clusters
  Score: Raw -5634513.869651 + Penalty 5208.880128 = -5629304.989523
  nChanged 1813
		SP:Iteration 9Q (8015.310000 sec): 3 clusters
  Score: Raw -5636086.810439 + Penalty 5208.880128 = -5630877.930311
  nChanged 1278
		SP:Iteration 10Q (8015.430000 sec): 3 clusters
  Score: Raw -5637160.396735 + Penalty 5208.880128 = -5631951.516607
  nChanged 823
		SP:Iteration 11Q (8015.540000 sec): 3 clusters
  Score: Raw -5637846.690665 + Penalty 5208.880128 = -5632637.810536
  nChanged 489
		SP:Iteration 12Q (8015.640000 sec): 3 clusters
  Score: Raw -5638240.763563 + Penalty 5208.880128 = -5633031.883435
  nChanged 250
		SP:Iteration 13Q (8015.740000 sec): 3 clusters
  Score: Raw -5638446.457326 + Penalty 5208.880128 = -5633237.577198
  nChanged 144
		SP:Iteration 14Q (8015.840000 sec): 3 clusters
  Score: Raw -5638562.454772 + Penalty 5208.880128 = -5633353.574644
  nChanged 86
		SP:Iteration 15Q (8015.940000 sec): 3 clusters
  Score: Raw -5638631.159581 + Penalty 5208.880128 = -5633422.279452
  nChanged 48
		SP:Iteration 16Q (8016.040000 sec): 3 clusters
  Score: Raw -5638670.863177 + Penalty 5208.880128 = -5633461.983049
  nChanged 38
		SP:Iteration 17Q (8016.130000 sec): 3 clusters
  Score: Raw -5638697.956264 + Penalty 5208.880128 = -5633489.076136
  nChanged 19
		SP:Iteration 18Q (8016.220000 sec): 3 clusters
  Score: Raw -5638711.959669 + Penalty 5208.880128 = -5633503.079541
  nChanged 11
		SP:Iteration 19Q (8016.320000 sec): 3 clusters
  Score: Raw -5638718.916827 + Penalty 5208.880128 = -5633510.036699
  nChanged 5
		SP:Iteration 20F (8016.440000 sec): 3 clusters
  Score: Raw -5638722.171624 + Penalty 5208.880128 = -5633513.291495
  nChanged 3
		SP:Iteration 21Q (8016.530000 sec): 3 clusters
  Score: Raw -5638724.170496 + Penalty 5208.880128 = -5633515.290367
  nChanged 3
		SP:Iteration 22Q (8016.620000 sec): 3 clusters
  Score: Raw -5638725.780672 + Penalty 5208.880128 = -5633516.900544
  nChanged 0
		SP:Iteration 23F (8016.750000 sec): 3 clusters
  Score: Raw -5638725.780672 + Penalty 5208.880128 = -5633516.900544
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98667 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8017.070000 sec): 2 clusters
  Score: Raw -14575222.912612 + Penalty 2851.877444 = -14572371.035168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8017.420000 sec): 3 clusters
  Score: Raw -14511955.997204 + Penalty 5703.754888 = -14506252.242316
  nChanged 46683
		SP:Iteration 1F (8017.790000 sec): 3 clusters
  Score: Raw -14538677.845076 + Penalty 5703.754888 = -14532974.090188
  nChanged 2857
		SP:Iteration 2Q (8018.150000 sec): 3 clusters
  Score: Raw -14539244.154113 + Penalty 5703.754888 = -14533540.399225
  nChanged 2748
		SP:Iteration 3Q (8018.520000 sec): 3 clusters
  Score: Raw -14539797.829021 + Penalty 5703.754888 = -14534094.074133
  nChanged 2754
		SP:Iteration 4Q (8018.900000 sec): 3 clusters
  Score: Raw -14540381.031682 + Penalty 5703.754888 = -14534677.276794
  nChanged 2774
		SP:Iteration 5Q (8019.260000 sec): 3 clusters
  Score: Raw -14541023.962998 + Penalty 5703.754888 = -14535320.208110
  nChanged 2917
		SP:Iteration 6Q (8019.640000 sec): 3 clusters
  Score: Raw -14541769.277598 + Penalty 5703.754888 = -14536065.522710
  nChanged 3049
		SP:Iteration 7Q (8020.000000 sec): 3 clusters
  Score: Raw -14542633.070520 + Penalty 5703.754888 = -14536929.315632
  nChanged 3283
		SP:Iteration 8Q (8020.370000 sec): 3 clusters
  Score: Raw -14543701.775063 + Penalty 5703.754888 = -14537998.020175
  nChanged 3580
		SP:Iteration 9Q (8020.740000 sec): 3 clusters
  Score: Raw -14544941.711139 + Penalty 5703.754888 = -14539237.956251
  nChanged 3804
		SP:Iteration 10Q (8021.100000 sec): 3 clusters
  Score: Raw -14546419.325388 + Penalty 5703.754888 = -14540715.570500
  nChanged 4056
		SP:Iteration 11Q (8021.460000 sec): 3 clusters
  Score: Raw -14548076.265191 + Penalty 5703.754888 = -14542372.510303
  nChanged 4069
		SP:Iteration 12Q (8021.820000 sec): 3 clusters
  Score: Raw -14549827.724098 + Penalty 5703.754888 = -14544123.969209
  nChanged 4029
		SP:Iteration 13Q (8022.190000 sec): 3 clusters
  Score: Raw -14551618.291005 + Penalty 5703.754888 = -14545914.536117
  nChanged 3999
		SP:Iteration 14Q (8022.560000 sec): 3 clusters
  Score: Raw -14553487.929987 + Penalty 5703.754888 = -14547784.175099
  nChanged 4205
		SP:Iteration 15Q (8022.920000 sec): 3 clusters
  Score: Raw -14555658.251237 + Penalty 5703.754888 = -14549954.496349
  nChanged 4749
		SP:Iteration 16Q (8023.280000 sec): 3 clusters
  Score: Raw -14558336.618708 + Penalty 5703.754888 = -14552632.863820
  nChanged 5199
		SP:Iteration 17F (8023.640000 sec): 3 clusters
  Score: Raw -14561484.700020 + Penalty 5703.754888 = -14555780.945132
  nChanged 5283
		SP:Iteration 18F (8023.990000 sec): 3 clusters
  Score: Raw -14564845.608395 + Penalty 5703.754888 = -14559141.853506
  nChanged 4832
		SP:Iteration 19Q (8024.330000 sec): 3 clusters
  Score: Raw -14568028.220887 + Penalty 5703.754888 = -14562324.465999
  nChanged 4052
		SP:Iteration 20F (8024.690000 sec): 3 clusters
  Score: Raw -14570722.921720 + Penalty 5703.754888 = -14565019.166832
  nChanged 2890
		SP:Iteration 21Q (8025.000000 sec): 3 clusters
  Score: Raw -14572645.288410 + Penalty 5703.754888 = -14566941.533522
  nChanged 1914
		SP:Iteration 22Q (8025.300000 sec): 3 clusters
  Score: Raw -14573873.258087 + Penalty 5703.754888 = -14568169.503199
  nChanged 1172
		SP:Iteration 23Q (8025.590000 sec): 3 clusters
  Score: Raw -14574604.918488 + Penalty 5703.754888 = -14568901.163600
  nChanged 702
		SP:Iteration 24Q (8025.860000 sec): 3 clusters
  Score: Raw -14575034.517180 + Penalty 5703.754888 = -14569330.762292
  nChanged 404
		SP:Iteration 25Q (8026.130000 sec): 3 clusters
  Score: Raw -14575256.445792 + Penalty 5703.754888 = -14569552.690903
  nChanged 253
		SP:Iteration 26Q (8026.390000 sec): 3 clusters
  Score: Raw -14575399.012599 + Penalty 5703.754888 = -14569695.257711
  nChanged 157
		SP:Iteration 27Q (8026.650000 sec): 3 clusters
  Score: Raw -14575485.281316 + Penalty 5703.754888 = -14569781.526428
  nChanged 112
		SP:Iteration 28Q (8026.910000 sec): 3 clusters
  Score: Raw -14575545.825445 + Penalty 5703.754888 = -14569842.070557
  nChanged 85
		SP:Iteration 29Q (8027.170000 sec): 3 clusters
  Score: Raw -14575595.149068 + Penalty 5703.754888 = -14569891.394180
  nChanged 72
		SP:Iteration 30Q (8027.430000 sec): 3 clusters
  Score: Raw -14575642.449538 + Penalty 5703.754888 = -14569938.694650
  nChanged 75
		SP:Iteration 31Q (8027.690000 sec): 3 clusters
  Score: Raw -14575682.865765 + Penalty 5703.754888 = -14569979.110876
  nChanged 54
		SP:Iteration 32Q (8027.960000 sec): 3 clusters
  Score: Raw -14575712.397914 + Penalty 5703.754888 = -14570008.643026
  nChanged 39
		SP:Iteration 33Q (8028.220000 sec): 3 clusters
  Score: Raw -14575732.641001 + Penalty 5703.754888 = -14570028.886113
  nChanged 28
		SP:Iteration 34Q (8028.490000 sec): 3 clusters
  Score: Raw -14575746.462935 + Penalty 5703.754888 = -14570042.708046
  nChanged 20
		SP:Iteration 35Q (8028.760000 sec): 3 clusters
  Score: Raw -14575757.339909 + Penalty 5703.754888 = -14570053.585021
  nChanged 15
		SP:Iteration 36Q (8029.020000 sec): 3 clusters
  Score: Raw -14575765.188027 + Penalty 5703.754888 = -14570061.433139
  nChanged 21
		SP:Iteration 37Q (8029.270000 sec): 3 clusters
  Score: Raw -14575775.825982 + Penalty 5703.754888 = -14570072.071093
  nChanged 16
		SP:Iteration 38Q (8029.530000 sec): 3 clusters
  Score: Raw -14575784.224123 + Penalty 5703.754888 = -14570080.469235
  nChanged 13
		SP:Iteration 39Q (8029.790000 sec): 3 clusters
  Score: Raw -14575790.494299 + Penalty 5703.754888 = -14570086.739411
  nChanged 11
		SP:Iteration 40F (8030.140000 sec): 3 clusters
  Score: Raw -14575795.987780 + Penalty 5703.754888 = -14570092.232892
  nChanged 8
		SP:Iteration 41Q (8030.400000 sec): 3 clusters
  Score: Raw -14575799.136485 + Penalty 5703.754888 = -14570095.381596
  nChanged 5
		SP:Iteration 42Q (8030.660000 sec): 3 clusters
  Score: Raw -14575801.275288 + Penalty 5703.754888 = -14570097.520400
  nChanged 7
		SP:Iteration 43Q (8030.920000 sec): 3 clusters
  Score: Raw -14575805.667135 + Penalty 5703.754888 = -14570101.912247
  nChanged 9
		SP:Iteration 44Q (8031.170000 sec): 3 clusters
  Score: Raw -14575809.405942 + Penalty 5703.754888 = -14570105.651054
  nChanged 6
		SP:Iteration 45Q (8031.430000 sec): 3 clusters
  Score: Raw -14575812.086134 + Penalty 5703.754888 = -14570108.331246
  nChanged 3
		SP:Iteration 46Q (8031.690000 sec): 3 clusters
  Score: Raw -14575813.081983 + Penalty 5703.754888 = -14570109.327095
  nChanged 3
		SP:Iteration 47Q (8031.950000 sec): 3 clusters
  Score: Raw -14575814.508203 + Penalty 5703.754888 = -14570110.753315
  nChanged 1
		SP:Iteration 48Q (8032.200000 sec): 3 clusters
  Score: Raw -14575814.947241 + Penalty 5703.754888 = -14570111.192353
  nChanged 3
		SP:Iteration 49Q (8032.460000 sec): 3 clusters
  Score: Raw -14575816.600720 + Penalty 5703.754888 = -14570112.845832
  nChanged 3
		SP:Iteration 50Q (8032.710000 sec): 3 clusters
  Score: Raw -14575818.199945 + Penalty 5703.754888 = -14570114.445057
  nChanged 4
		SP:Iteration 51Q (8032.970000 sec): 3 clusters
  Score: Raw -14575820.149013 + Penalty 5703.754888 = -14570116.394125
  nChanged 3
		SP:Iteration 52Q (8033.220000 sec): 3 clusters
  Score: Raw -14575821.582643 + Penalty 5703.754888 = -14570117.827755
  nChanged 3
		SP:Iteration 53Q (8033.470000 sec): 3 clusters
  Score: Raw -14575823.232594 + Penalty 5703.754888 = -14570119.477706
  nChanged 2
		SP:Iteration 54Q (8033.730000 sec): 3 clusters
  Score: Raw -14575824.100324 + Penalty 5703.754888 = -14570120.345435
  nChanged 2
		SP:Iteration 55Q (8033.980000 sec): 3 clusters
  Score: Raw -14575825.076438 + Penalty 5703.754888 = -14570121.321550
  nChanged 1
		SP:Iteration 56Q (8034.230000 sec): 3 clusters
  Score: Raw -14575825.404371 + Penalty 5703.754888 = -14570121.649483
  nChanged 2
		SP:Iteration 57Q (8034.490000 sec): 3 clusters
  Score: Raw -14575826.043735 + Penalty 5703.754888 = -14570122.288847
  nChanged 0
		SP:Iteration 58F (8034.830000 sec): 3 clusters
  Score: Raw -14575826.043735 + Penalty 5703.754888 = -14570122.288847
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8034.880000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8034.880000 sec): 3 clusters
  Score: Raw -22446.630264 + Penalty 2547.356025 = -19899.274239
  nChanged 13
		SP:Iteration 1F (8034.880000 sec): 3 clusters
  Score: Raw -22534.737248 + Penalty 2547.356025 = -19987.381223
  nChanged 3
		SP:Iteration 2Q (8034.880000 sec): 3 clusters
  Score: Raw -22556.959129 + Penalty 2547.356025 = -20009.603104
  nChanged 1
		SP:Iteration 3Q (8034.880000 sec): 3 clusters
  Score: Raw -22570.676458 + Penalty 2547.356025 = -20023.320433
  nChanged 0
		SP:Iteration 4F (8034.880000 sec): 3 clusters
  Score: Raw -22570.676458 + Penalty 2547.356025 = -20023.320433
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51083 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8035.050000 sec): 2 clusters
  Score: Raw -7501759.148521 + Penalty 2688.619346 = -7499070.529175
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8035.240000 sec): 3 clusters
  Score: Raw -7469757.755476 + Penalty 5377.238692 = -7464380.516784
  nChanged 23805
		SP:Iteration 1F (8035.420000 sec): 3 clusters
  Score: Raw -7483034.296183 + Penalty 5377.238692 = -7477657.057492
  nChanged 2230
		SP:Iteration 2Q (8035.610000 sec): 3 clusters
  Score: Raw -7483722.573964 + Penalty 5377.238692 = -7478345.335272
  nChanged 2101
		SP:Iteration 3Q (8035.800000 sec): 3 clusters
  Score: Raw -7484426.731310 + Penalty 5377.238692 = -7479049.492618
  nChanged 2223
		SP:Iteration 4Q (8035.980000 sec): 3 clusters
  Score: Raw -7485343.224155 + Penalty 5377.238692 = -7479965.985463
  nChanged 2706
		SP:Iteration 5F (8036.170000 sec): 3 clusters
  Score: Raw -7486772.587673 + Penalty 5377.238692 = -7481395.348981
  nChanged 3395
		SP:Iteration 6F (8036.350000 sec): 3 clusters
  Score: Raw -7489086.077174 + Penalty 5377.238692 = -7483708.838482
  nChanged 4091
		SP:Iteration 7F (8036.530000 sec): 3 clusters
  Score: Raw -7492535.400124 + Penalty 5377.238692 = -7487158.161432
  nChanged 4059
		SP:Iteration 8F (8036.710000 sec): 3 clusters
  Score: Raw -7496380.687632 + Penalty 5377.238692 = -7491003.448940
  nChanged 3096
		SP:Iteration 9F (8036.890000 sec): 3 clusters
  Score: Raw -7499462.621935 + Penalty 5377.238692 = -7494085.383243
  nChanged 1675
		SP:Iteration 10Q (8037.060000 sec): 3 clusters
  Score: Raw -7501064.212226 + Penalty 5377.238692 = -7495686.973534
  nChanged 622
		SP:Iteration 11Q (8037.220000 sec): 3 clusters
  Score: Raw -7501639.367211 + Penalty 5377.238692 = -7496262.128519
  nChanged 233
		SP:Iteration 12Q (8037.360000 sec): 3 clusters
  Score: Raw -7501884.174950 + Penalty 5377.238692 = -7496506.936259
  nChanged 92
		SP:Iteration 13Q (8037.490000 sec): 3 clusters
  Score: Raw -7501986.975332 + Penalty 5377.238692 = -7496609.736641
  nChanged 43
		SP:Iteration 14Q (8037.630000 sec): 3 clusters
  Score: Raw -7502034.621974 + Penalty 5377.238692 = -7496657.383283
  nChanged 26
		SP:Iteration 15Q (8037.760000 sec): 3 clusters
  Score: Raw -7502064.241046 + Penalty 5377.238692 = -7496687.002354
  nChanged 20
		SP:Iteration 16Q (8037.890000 sec): 3 clusters
  Score: Raw -7502082.911114 + Penalty 5377.238692 = -7496705.672422
  nChanged 12
		SP:Iteration 17Q (8038.030000 sec): 3 clusters
  Score: Raw -7502094.994142 + Penalty 5377.238692 = -7496717.755451
  nChanged 7
		SP:Iteration 18Q (8038.150000 sec): 3 clusters
  Score: Raw -7502101.688088 + Penalty 5377.238692 = -7496724.449396
  nChanged 3
		SP:Iteration 19Q (8038.280000 sec): 3 clusters
  Score: Raw -7502106.620021 + Penalty 5377.238692 = -7496729.381330
  nChanged 4
		SP:Iteration 20F (8038.470000 sec): 3 clusters
  Score: Raw -7502109.973160 + Penalty 5377.238692 = -7496732.734468
  nChanged 4
		SP:Iteration 21Q (8038.600000 sec): 3 clusters
  Score: Raw -7502112.786855 + Penalty 5377.238692 = -7496735.548163
  nChanged 1
		SP:Iteration 22Q (8038.730000 sec): 3 clusters
  Score: Raw -7502114.329112 + Penalty 5377.238692 = -7496737.090420
  nChanged 4
		SP:Iteration 23Q (8038.860000 sec): 3 clusters
  Score: Raw -7502118.995743 + Penalty 5377.238692 = -7496741.757052
  nChanged 1
		SP:Iteration 24Q (8038.990000 sec): 3 clusters
  Score: Raw -7502119.339572 + Penalty 5377.238692 = -7496742.100880
  nChanged 0
		SP:Iteration 25F (8039.180000 sec): 3 clusters
  Score: Raw -7502119.339572 + Penalty 5377.238692 = -7496742.100880
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8039.200000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8039.200000 sec): 3 clusters
  Score: Raw -76020.557404 + Penalty 3043.240186 = -72977.317218
  nChanged 103
		SP:Iteration 1F (8039.200000 sec): 3 clusters
  Score: Raw -76289.486162 + Penalty 3043.240186 = -73246.245976
  nChanged 48
		SP:Iteration 2F (8039.200000 sec): 3 clusters
  Score: Raw -76434.945519 + Penalty 3043.240186 = -73391.705333
  nChanged 35
		SP:Iteration 3F (8039.200000 sec): 3 clusters
  Score: Raw -76558.445765 + Penalty 3043.240186 = -73515.205580
  nChanged 23
		SP:Iteration 4Q (8039.210000 sec): 3 clusters
  Score: Raw -76635.403628 + Penalty 3043.240186 = -73592.163442
  nChanged 11
		SP:Iteration 5Q (8039.210000 sec): 3 clusters
  Score: Raw -76674.695227 + Penalty 3043.240186 = -73631.455041
  nChanged 5
		SP:Iteration 6Q (8039.210000 sec): 3 clusters
  Score: Raw -76713.735371 + Penalty 3043.240186 = -73670.495185
  nChanged 4
		SP:Iteration 7Q (8039.210000 sec): 3 clusters
  Score: Raw -76741.807146 + Penalty 3043.240186 = -73698.566960
  nChanged 1
		SP:Iteration 8Q (8039.210000 sec): 3 clusters
  Score: Raw -76743.175658 + Penalty 3043.240186 = -73699.935472
  nChanged 0
		SP:Iteration 9F (8039.210000 sec): 3 clusters
  Score: Raw -76743.175658 + Penalty 3043.240186 = -73699.935472
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8039.220000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8039.220000 sec): 3 clusters
  Score: Raw -68268.315399 + Penalty 3055.958832 = -65212.356568
  nChanged 82
		SP:Iteration 1F (8039.220000 sec): 3 clusters
  Score: Raw -68429.894760 + Penalty 3055.958832 = -65373.935928
  nChanged 22
		SP:Iteration 2Q (8039.220000 sec): 3 clusters
  Score: Raw -68498.023278 + Penalty 3055.958832 = -65442.064447
  nChanged 8
		SP:Iteration 3Q (8039.220000 sec): 3 clusters
  Score: Raw -68523.482875 + Penalty 3055.958832 = -65467.524044
  nChanged 4
		SP:Iteration 4Q (8039.220000 sec): 3 clusters
  Score: Raw -68537.403453 + Penalty 3055.958832 = -65481.444621
  nChanged 2
		SP:Iteration 5Q (8039.230000 sec): 3 clusters
  Score: Raw -68544.813163 + Penalty 3055.958832 = -65488.854331
  nChanged 2
		SP:Iteration 6Q (8039.230000 sec): 3 clusters
  Score: Raw -68551.916429 + Penalty 3055.958832 = -65495.957597
  nChanged 3
		SP:Iteration 7Q (8039.230000 sec): 3 clusters
  Score: Raw -68557.335382 + Penalty 3055.958832 = -65501.376550
  nChanged 2
		SP:Iteration 8Q (8039.230000 sec): 3 clusters
  Score: Raw -68561.310627 + Penalty 3055.958832 = -65505.351795
  nChanged 1
		SP:Iteration 9Q (8039.230000 sec): 3 clusters
  Score: Raw -68563.609326 + Penalty 3055.958832 = -65507.650494
  nChanged 0
		SP:Iteration 10F (8039.240000 sec): 3 clusters
  Score: Raw -68563.609326 + Penalty 3055.958832 = -65507.650494
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (268042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8040.130000 sec): 2 clusters
  Score: Raw -39665434.756976 + Penalty 3099.726943 = -39662335.030033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8041.130000 sec): 3 clusters
  Score: Raw -39488579.077986 + Penalty 6199.453886 = -39482379.624100
  nChanged 129490
		SP:Iteration 1F (8042.120000 sec): 3 clusters
  Score: Raw -39564827.086341 + Penalty 6199.453886 = -39558627.632455
  nChanged 6447
		SP:Iteration 2Q (8043.140000 sec): 3 clusters
  Score: Raw -39566015.464334 + Penalty 6199.453886 = -39559816.010448
  nChanged 6957
		SP:Iteration 3Q (8044.160000 sec): 3 clusters
  Score: Raw -39567484.511776 + Penalty 6199.453886 = -39561285.057890
  nChanged 7685
		SP:Iteration 4Q (8045.180000 sec): 3 clusters
  Score: Raw -39569415.941559 + Penalty 6199.453886 = -39563216.487674
  nChanged 8576
		SP:Iteration 5Q (8046.200000 sec): 3 clusters
  Score: Raw -39572083.266730 + Penalty 6199.453886 = -39565883.812844
  nChanged 9895
		SP:Iteration 6Q (8047.210000 sec): 3 clusters
  Score: Raw -39575774.799216 + Penalty 6199.453886 = -39569575.345330
  nChanged 11351
		SP:Iteration 7Q (8048.230000 sec): 3 clusters
  Score: Raw -39580975.255847 + Penalty 6199.453886 = -39574775.801961
  nChanged 13203
		SP:Iteration 8Q (8049.240000 sec): 3 clusters
  Score: Raw -39588305.421750 + Penalty 6199.453886 = -39582105.967864
  nChanged 15427
		SP:Iteration 9F (8050.220000 sec): 3 clusters
  Score: Raw -39598426.943182 + Penalty 6199.453886 = -39592227.489296
  nChanged 17256
		SP:Iteration 10F (8051.220000 sec): 3 clusters
  Score: Raw -39611002.593299 + Penalty 6199.453886 = -39604803.139414
  nChanged 18161
		SP:Iteration 11F (8052.200000 sec): 3 clusters
  Score: Raw -39624905.190981 + Penalty 6199.453886 = -39618705.737095
  nChanged 16900
		SP:Iteration 12F (8053.170000 sec): 3 clusters
  Score: Raw -39638258.483283 + Penalty 6199.453886 = -39632059.029397
  nChanged 13850
		SP:Iteration 13F (8054.140000 sec): 3 clusters
  Score: Raw -39649363.848191 + Penalty 6199.453886 = -39643164.394305
  nChanged 9750
		SP:Iteration 14Q (8054.970000 sec): 3 clusters
  Score: Raw -39657022.883186 + Penalty 6199.453886 = -39650823.429300
  nChanged 5856
		SP:Iteration 15Q (8055.760000 sec): 3 clusters
  Score: Raw -39661411.554080 + Penalty 6199.453886 = -39655212.100194
  nChanged 3116
		SP:Iteration 16Q (8056.500000 sec): 3 clusters
  Score: Raw -39663631.494659 + Penalty 6199.453886 = -39657432.040773
  nChanged 1524
		SP:Iteration 17Q (8057.220000 sec): 3 clusters
  Score: Raw -39664672.464945 + Penalty 6199.453886 = -39658473.011059
  nChanged 710
		SP:Iteration 18Q (8057.920000 sec): 3 clusters
  Score: Raw -39665138.957831 + Penalty 6199.453886 = -39658939.503945
  nChanged 364
		SP:Iteration 19Q (8058.630000 sec): 3 clusters
  Score: Raw -39665379.037509 + Penalty 6199.453886 = -39659179.583623
  nChanged 224
		SP:Iteration 20F (8059.570000 sec): 3 clusters
  Score: Raw -39665538.762721 + Penalty 6199.453886 = -39659339.308835
  nChanged 163
		SP:Iteration 21Q (8060.260000 sec): 3 clusters
  Score: Raw -39665645.737779 + Penalty 6199.453886 = -39659446.283893
  nChanged 76
		SP:Iteration 22Q (8060.940000 sec): 3 clusters
  Score: Raw -39665693.540650 + Penalty 6199.453886 = -39659494.086764
  nChanged 56
		SP:Iteration 23Q (8061.620000 sec): 3 clusters
  Score: Raw -39665729.380315 + Penalty 6199.453886 = -39659529.926429
  nChanged 38
		SP:Iteration 24Q (8062.300000 sec): 3 clusters
  Score: Raw -39665751.647494 + Penalty 6199.453886 = -39659552.193608
  nChanged 33
		SP:Iteration 25Q (8062.980000 sec): 3 clusters
  Score: Raw -39665773.329181 + Penalty 6199.453886 = -39659573.875295
  nChanged 26
		SP:Iteration 26Q (8063.660000 sec): 3 clusters
  Score: Raw -39665795.174905 + Penalty 6199.453886 = -39659595.721019
  nChanged 24
		SP:Iteration 27Q (8064.340000 sec): 3 clusters
  Score: Raw -39665811.693733 + Penalty 6199.453886 = -39659612.239847
  nChanged 25
		SP:Iteration 28Q (8065.020000 sec): 3 clusters
  Score: Raw -39665826.911718 + Penalty 6199.453886 = -39659627.457832
  nChanged 14
		SP:Iteration 29Q (8065.700000 sec): 3 clusters
  Score: Raw -39665837.234710 + Penalty 6199.453886 = -39659637.780824
  nChanged 13
		SP:Iteration 30Q (8066.380000 sec): 3 clusters
  Score: Raw -39665845.565815 + Penalty 6199.453886 = -39659646.111929
  nChanged 10
		SP:Iteration 31Q (8067.060000 sec): 3 clusters
  Score: Raw -39665854.553892 + Penalty 6199.453886 = -39659655.100006
  nChanged 9
		SP:Iteration 32Q (8067.740000 sec): 3 clusters
  Score: Raw -39665861.111120 + Penalty 6199.453886 = -39659661.657234
  nChanged 8
		SP:Iteration 33Q (8068.420000 sec): 3 clusters
  Score: Raw -39665866.402814 + Penalty 6199.453886 = -39659666.948928
  nChanged 8
		SP:Iteration 34Q (8069.100000 sec): 3 clusters
  Score: Raw -39665871.964216 + Penalty 6199.453886 = -39659672.510330
  nChanged 8
		SP:Iteration 35Q (8069.770000 sec): 3 clusters
  Score: Raw -39665877.924187 + Penalty 6199.453886 = -39659678.470301
  nChanged 6
		SP:Iteration 36Q (8070.450000 sec): 3 clusters
  Score: Raw -39665881.159615 + Penalty 6199.453886 = -39659681.705729
  nChanged 4
		SP:Iteration 37Q (8071.130000 sec): 3 clusters
  Score: Raw -39665884.073572 + Penalty 6199.453886 = -39659684.619686
  nChanged 5
		SP:Iteration 38Q (8071.810000 sec): 3 clusters
  Score: Raw -39665887.906822 + Penalty 6199.453886 = -39659688.452936
  nChanged 4
		SP:Iteration 39Q (8072.480000 sec): 3 clusters
  Score: Raw -39665890.173716 + Penalty 6199.453886 = -39659690.719830
  nChanged 5
		SP:Iteration 40F (8073.430000 sec): 3 clusters
  Score: Raw -39665893.710989 + Penalty 6199.453886 = -39659694.257103
  nChanged 2
		SP:Iteration 41Q (8074.110000 sec): 3 clusters
  Score: Raw -39665895.283037 + Penalty 6199.453886 = -39659695.829151
  nChanged 2
		SP:Iteration 42Q (8074.780000 sec): 3 clusters
  Score: Raw -39665895.989620 + Penalty 6199.453886 = -39659696.535734
  nChanged 1
		SP:Iteration 43Q (8075.470000 sec): 3 clusters
  Score: Raw -39665896.706375 + Penalty 6199.453886 = -39659697.252489
  nChanged 2
		SP:Iteration 44Q (8076.150000 sec): 3 clusters
  Score: Raw -39665898.484199 + Penalty 6199.453886 = -39659699.030314
  nChanged 4
		SP:Iteration 45Q (8076.830000 sec): 3 clusters
  Score: Raw -39665903.799010 + Penalty 6199.453886 = -39659704.345124
  nChanged 3
		SP:Iteration 46Q (8077.510000 sec): 3 clusters
  Score: Raw -39665906.506764 + Penalty 6199.453886 = -39659707.052878
  nChanged 2
		SP:Iteration 47Q (8078.190000 sec): 3 clusters
  Score: Raw -39665908.113635 + Penalty 6199.453886 = -39659708.659749
  nChanged 1
		SP:Iteration 48Q (8078.870000 sec): 3 clusters
  Score: Raw -39665908.669251 + Penalty 6199.453886 = -39659709.215365
  nChanged 2
		SP:Iteration 49Q (8079.540000 sec): 3 clusters
  Score: Raw -39665909.718619 + Penalty 6199.453886 = -39659710.264733
  nChanged 1
		SP:Iteration 50Q (8080.210000 sec): 3 clusters
  Score: Raw -39665910.019955 + Penalty 6199.453886 = -39659710.566069
  nChanged 1
		SP:Iteration 51Q (8080.890000 sec): 3 clusters
  Score: Raw -39665910.241052 + Penalty 6199.453886 = -39659710.787166
  nChanged 0
		SP:Iteration 52F (8081.840000 sec): 3 clusters
  Score: Raw -39665910.241052 + Penalty 6199.453886 = -39659710.787166
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8082.090000 sec): 2 clusters
  Score: Raw -5135724.242631 + Penalty 2584.725774 = -5133139.516857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8082.210000 sec): 3 clusters
  Score: Raw -5115336.244335 + Penalty 5169.451548 = -5110166.792787
  nChanged 15254
		SP:Iteration 1F (8082.330000 sec): 3 clusters
  Score: Raw -5123550.768318 + Penalty 5169.451548 = -5118381.316770
  nChanged 1465
		SP:Iteration 2Q (8082.450000 sec): 3 clusters
  Score: Raw -5123972.002856 + Penalty 5169.451548 = -5118802.551309
  nChanged 1266
		SP:Iteration 3Q (8082.580000 sec): 3 clusters
  Score: Raw -5124313.147098 + Penalty 5169.451548 = -5119143.695550
  nChanged 1135
		SP:Iteration 4Q (8082.700000 sec): 3 clusters
  Score: Raw -5124633.251201 + Penalty 5169.451548 = -5119463.799654
  nChanged 1108
		SP:Iteration 5Q (8082.820000 sec): 3 clusters
  Score: Raw -5124987.016398 + Penalty 5169.451548 = -5119817.564850
  nChanged 1280
		SP:Iteration 6Q (8082.940000 sec): 3 clusters
  Score: Raw -5125492.351534 + Penalty 5169.451548 = -5120322.899987
  nChanged 1562
		SP:Iteration 7Q (8083.060000 sec): 3 clusters
  Score: Raw -5126287.119157 + Penalty 5169.451548 = -5121117.667609
  nChanged 1995
		SP:Iteration 8F (8083.180000 sec): 3 clusters
  Score: Raw -5127585.476916 + Penalty 5169.451548 = -5122416.025368
  nChanged 2356
		SP:Iteration 9F (8083.290000 sec): 3 clusters
  Score: Raw -5129431.465000 + Penalty 5169.451548 = -5124262.013453
  nChanged 2432
		SP:Iteration 10F (8083.410000 sec): 3 clusters
  Score: Raw -5131604.694990 + Penalty 5169.451548 = -5126435.243442
  nChanged 2013
		SP:Iteration 11F (8083.530000 sec): 3 clusters
  Score: Raw -5133422.904832 + Penalty 5169.451548 = -5128253.453285
  nChanged 1314
		SP:Iteration 12Q (8083.640000 sec): 3 clusters
  Score: Raw -5134618.042684 + Penalty 5169.451548 = -5129448.591136
  nChanged 739
		SP:Iteration 13Q (8083.750000 sec): 3 clusters
  Score: Raw -5135256.612360 + Penalty 5169.451548 = -5130087.160812
  nChanged 382
		SP:Iteration 14Q (8083.840000 sec): 3 clusters
  Score: Raw -5135603.064721 + Penalty 5169.451548 = -5130433.613173
  nChanged 211
		SP:Iteration 15Q (8083.930000 sec): 3 clusters
  Score: Raw -5135779.043802 + Penalty 5169.451548 = -5130609.592255
  nChanged 123
		SP:Iteration 16Q (8084.030000 sec): 3 clusters
  Score: Raw -5135869.205390 + Penalty 5169.451548 = -5130699.753842
  nChanged 80
		SP:Iteration 17Q (8084.110000 sec): 3 clusters
  Score: Raw -5135937.610388 + Penalty 5169.451548 = -5130768.158841
  nChanged 61
		SP:Iteration 18Q (8084.200000 sec): 3 clusters
  Score: Raw -5135986.476049 + Penalty 5169.451548 = -5130817.024501
  nChanged 35
		SP:Iteration 19Q (8084.280000 sec): 3 clusters
  Score: Raw -5136012.351851 + Penalty 5169.451548 = -5130842.900304
  nChanged 21
		SP:Iteration 20F (8084.400000 sec): 3 clusters
  Score: Raw -5136026.374251 + Penalty 5169.451548 = -5130856.922704
  nChanged 18
		SP:Iteration 21Q (8084.490000 sec): 3 clusters
  Score: Raw -5136036.669809 + Penalty 5169.451548 = -5130867.218262
  nChanged 9
		SP:Iteration 22Q (8084.580000 sec): 3 clusters
  Score: Raw -5136041.643826 + Penalty 5169.451548 = -5130872.192278
  nChanged 7
		SP:Iteration 23Q (8084.660000 sec): 3 clusters
  Score: Raw -5136047.248867 + Penalty 5169.451548 = -5130877.797319
  nChanged 12
		SP:Iteration 24Q (8084.750000 sec): 3 clusters
  Score: Raw -5136056.667804 + Penalty 5169.451548 = -5130887.216256
  nChanged 11
		SP:Iteration 25Q (8084.840000 sec): 3 clusters
  Score: Raw -5136064.764683 + Penalty 5169.451548 = -5130895.313135
  nChanged 7
		SP:Iteration 26Q (8084.920000 sec): 3 clusters
  Score: Raw -5136068.535724 + Penalty 5169.451548 = -5130899.084176
  nChanged 6
		SP:Iteration 27Q (8085.010000 sec): 3 clusters
  Score: Raw -5136073.056792 + Penalty 5169.451548 = -5130903.605245
  nChanged 5
		SP:Iteration 28Q (8085.090000 sec): 3 clusters
  Score: Raw -5136076.542223 + Penalty 5169.451548 = -5130907.090675
  nChanged 4
		SP:Iteration 29Q (8085.180000 sec): 3 clusters
  Score: Raw -5136078.693033 + Penalty 5169.451548 = -5130909.241486
  nChanged 4
		SP:Iteration 30Q (8085.260000 sec): 3 clusters
  Score: Raw -5136082.238361 + Penalty 5169.451548 = -5130912.786813
  nChanged 5
		SP:Iteration 31Q (8085.350000 sec): 3 clusters
  Score: Raw -5136085.385361 + Penalty 5169.451548 = -5130915.933814
  nChanged 3
		SP:Iteration 32Q (8085.430000 sec): 3 clusters
  Score: Raw -5136086.856557 + Penalty 5169.451548 = -5130917.405009
  nChanged 1
		SP:Iteration 33Q (8085.510000 sec): 3 clusters
  Score: Raw -5136087.115430 + Penalty 5169.451548 = -5130917.663883
  nChanged 1
		SP:Iteration 34Q (8085.600000 sec): 3 clusters
  Score: Raw -5136087.494308 + Penalty 5169.451548 = -5130918.042761
  nChanged 0
		SP:Iteration 35F (8085.710000 sec): 3 clusters
  Score: Raw -5136087.494308 + Penalty 5169.451548 = -5130918.042761
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.730000 sec): 2 clusters
  Score: Raw -141600.058951 + Penalty 1732.439171 = -139867.619780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.740000 sec): 3 clusters
  Score: Raw -141385.178478 + Penalty 3464.878342 = -137920.300136
  nChanged 282
		SP:Iteration 1F (8085.740000 sec): 3 clusters
  Score: Raw -141768.243366 + Penalty 3464.878342 = -138303.365025
  nChanged 80
		SP:Iteration 2F (8085.750000 sec): 3 clusters
  Score: Raw -141888.841639 + Penalty 3464.878342 = -138423.963297
  nChanged 47
		SP:Iteration 3Q (8085.750000 sec): 3 clusters
  Score: Raw -141969.650310 + Penalty 3464.878342 = -138504.771969
  nChanged 40
		SP:Iteration 4Q (8085.750000 sec): 3 clusters
  Score: Raw -142048.354617 + Penalty 3464.878342 = -138583.476276
  nChanged 37
		SP:Iteration 5Q (8085.750000 sec): 3 clusters
  Score: Raw -142109.333427 + Penalty 3464.878342 = -138644.455085
  nChanged 23
		SP:Iteration 6Q (8085.760000 sec): 3 clusters
  Score: Raw -142139.742818 + Penalty 3464.878342 = -138674.864476
  nChanged 21
		SP:Iteration 7Q (8085.760000 sec): 3 clusters
  Score: Raw -142168.240576 + Penalty 3464.878342 = -138703.362234
  nChanged 7
		SP:Iteration 8Q (8085.770000 sec): 3 clusters
  Score: Raw -142174.636624 + Penalty 3464.878342 = -138709.758283
  nChanged 5
		SP:Iteration 9Q (8085.770000 sec): 3 clusters
  Score: Raw -142178.602836 + Penalty 3464.878342 = -138713.724494
  nChanged 0
		SP:Iteration 10F (8085.770000 sec): 3 clusters
  Score: Raw -142178.602836 + Penalty 3464.878342 = -138713.724494
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.770000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.780000 sec): 3 clusters
  Score: Raw -31545.514794 + Penalty 2705.839273 = -28839.675521
  nChanged 28
		SP:Iteration 1F (8085.780000 sec): 3 clusters
  Score: Raw -31687.447700 + Penalty 2705.839273 = -28981.608427
  nChanged 17
		SP:Iteration 2F (8085.780000 sec): 3 clusters
  Score: Raw -31761.235262 + Penalty 2705.839273 = -29055.395989
  nChanged 9
		SP:Iteration 3Q (8085.780000 sec): 3 clusters
  Score: Raw -31826.304856 + Penalty 2705.839273 = -29120.465583
  nChanged 3
		SP:Iteration 4Q (8085.780000 sec): 3 clusters
  Score: Raw -31840.612252 + Penalty 2705.839273 = -29134.772979
  nChanged 4
		SP:Iteration 5Q (8085.780000 sec): 3 clusters
  Score: Raw -31867.899881 + Penalty 2705.839273 = -29162.060607
  nChanged 1
		SP:Iteration 6Q (8085.780000 sec): 3 clusters
  Score: Raw -31884.021299 + Penalty 2705.839273 = -29178.182026
  nChanged 1
		SP:Iteration 7Q (8085.780000 sec): 3 clusters
  Score: Raw -31886.522241 + Penalty 2705.839273 = -29180.682967
  nChanged 0
		SP:Iteration 8F (8085.780000 sec): 3 clusters
  Score: Raw -31886.522241 + Penalty 2705.839273 = -29180.682967
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.790000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.790000 sec): 3 clusters
  Score: Raw -77809.770982 + Penalty 3172.049753 = -74637.721230
  nChanged 119
		SP:Iteration 1F (8085.790000 sec): 3 clusters
  Score: Raw -77996.707449 + Penalty 3172.049753 = -74824.657696
  nChanged 35
		SP:Iteration 2F (8085.790000 sec): 3 clusters
  Score: Raw -78066.909061 + Penalty 3172.049753 = -74894.859308
  nChanged 12
		SP:Iteration 3Q (8085.790000 sec): 3 clusters
  Score: Raw -78094.562015 + Penalty 3172.049753 = -74922.512263
  nChanged 9
		SP:Iteration 4Q (8085.800000 sec): 3 clusters
  Score: Raw -78110.617995 + Penalty 3172.049753 = -74938.568242
  nChanged 4
		SP:Iteration 5Q (8085.800000 sec): 3 clusters
  Score: Raw -78117.183245 + Penalty 3172.049753 = -74945.133493
  nChanged 3
		SP:Iteration 6Q (8085.800000 sec): 3 clusters
  Score: Raw -78121.549257 + Penalty 3172.049753 = -74949.499504
  nChanged 3
		SP:Iteration 7Q (8085.800000 sec): 3 clusters
  Score: Raw -78125.481570 + Penalty 3172.049753 = -74953.431818
  nChanged 3
		SP:Iteration 8Q (8085.800000 sec): 3 clusters
  Score: Raw -78130.094890 + Penalty 3172.049753 = -74958.045137
  nChanged 3
		SP:Iteration 9Q (8085.810000 sec): 3 clusters
  Score: Raw -78137.950386 + Penalty 3172.049753 = -74965.900633
  nChanged 3
		SP:Iteration 10Q (8085.810000 sec): 3 clusters
  Score: Raw -78141.934646 + Penalty 3172.049753 = -74969.884893
  nChanged 2
		SP:Iteration 11Q (8085.810000 sec): 3 clusters
  Score: Raw -78144.547568 + Penalty 3172.049753 = -74972.497815
  nChanged 1
		SP:Iteration 12Q (8085.810000 sec): 3 clusters
  Score: Raw -78146.633796 + Penalty 3172.049753 = -74974.584044
  nChanged 0
		SP:Iteration 13F (8085.810000 sec): 3 clusters
  Score: Raw -78146.633796 + Penalty 3172.049753 = -74974.584044
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.820000 sec): 2 clusters
  Score: Raw -24575.550785 + Penalty 1363.297720 = -23212.253065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.820000 sec): 3 clusters
  Score: Raw -24848.801975 + Penalty 2726.595440 = -22122.206535
  nChanged 42
		SP:Iteration 1F (8085.820000 sec): 3 clusters
  Score: Raw -25069.079967 + Penalty 2726.595440 = -22342.484528
  nChanged 14
		SP:Iteration 2F (8085.820000 sec): 3 clusters
  Score: Raw -25349.344036 + Penalty 2726.595440 = -22622.748597
  nChanged 10
		SP:Iteration 3Q (8085.820000 sec): 3 clusters
  Score: Raw -25431.668373 + Penalty 2726.595440 = -22705.072934
  nChanged 5
		SP:Iteration 4Q (8085.820000 sec): 3 clusters
  Score: Raw -25509.838116 + Penalty 2726.595440 = -22783.242676
  nChanged 2
		SP:Iteration 5Q (8085.820000 sec): 3 clusters
  Score: Raw -25595.067269 + Penalty 2726.595440 = -22868.471829
  nChanged 2
		SP:Iteration 6Q (8085.820000 sec): 3 clusters
  Score: Raw -25753.294347 + Penalty 2726.595440 = -23026.698907
  nChanged 2
		SP:Iteration 7Q (8085.820000 sec): 3 clusters
  Score: Raw -25808.447023 + Penalty 2726.595440 = -23081.851583
  nChanged 0
		SP:Iteration 8F (8085.820000 sec): 3 clusters
  Score: Raw -25808.447023 + Penalty 2726.595440 = -23081.851583
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.830000 sec): 2 clusters
  Score: Raw -33339.247056 + Penalty 1391.149005 = -31948.098051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.830000 sec): 3 clusters
  Score: Raw -33527.670656 + Penalty 2782.298010 = -30745.372645
  nChanged 36
		SP:Iteration 1F (8085.830000 sec): 3 clusters
  Score: Raw -33709.041898 + Penalty 2782.298010 = -30926.743887
  nChanged 23
		SP:Iteration 2F (8085.830000 sec): 3 clusters
  Score: Raw -33852.612059 + Penalty 2782.298010 = -31070.314048
  nChanged 15
		SP:Iteration 3F (8085.830000 sec): 3 clusters
  Score: Raw -34018.276719 + Penalty 2782.298010 = -31235.978709
  nChanged 16
		SP:Iteration 4F (8085.830000 sec): 3 clusters
  Score: Raw -34231.265387 + Penalty 2782.298010 = -31448.967377
  nChanged 8
		SP:Iteration 5Q (8085.830000 sec): 3 clusters
  Score: Raw -34383.450113 + Penalty 2782.298010 = -31601.152103
  nChanged 7
		SP:Iteration 6Q (8085.830000 sec): 3 clusters
  Score: Raw -34468.507099 + Penalty 2782.298010 = -31686.209088
  nChanged 1
		SP:Iteration 7Q (8085.830000 sec): 3 clusters
  Score: Raw -34505.728688 + Penalty 2782.298010 = -31723.430677
  nChanged 1
		SP:Iteration 8Q (8085.830000 sec): 3 clusters
  Score: Raw -34510.156521 + Penalty 2782.298010 = -31727.858510
  nChanged 1
		SP:Iteration 9Q (8085.830000 sec): 3 clusters
  Score: Raw -34514.758625 + Penalty 2782.298010 = -31732.460615
  nChanged 1
		SP:Iteration 10Q (8085.830000 sec): 3 clusters
  Score: Raw -34523.533123 + Penalty 2782.298010 = -31741.235113
  nChanged 0
		SP:Iteration 11F (8085.840000 sec): 3 clusters
  Score: Raw -34523.533123 + Penalty 2782.298010 = -31741.235113
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.840000 sec): 2 clusters
  Score: Raw -29618.592547 + Penalty 1336.489789 = -28282.102758
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.840000 sec): 3 clusters
  Score: Raw -29823.273034 + Penalty 2672.979578 = -27150.293456
  nChanged 13
		SP:Iteration 1F (8085.840000 sec): 3 clusters
  Score: Raw -29882.613540 + Penalty 2672.979578 = -27209.633962
  nChanged 4
		SP:Iteration 2Q (8085.840000 sec): 3 clusters
  Score: Raw -29902.623952 + Penalty 2672.979578 = -27229.644374
  nChanged 0
		SP:Iteration 3F (8085.840000 sec): 3 clusters
  Score: Raw -29902.623952 + Penalty 2672.979578 = -27229.644374
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.850000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.850000 sec): 3 clusters
  Score: Raw -55046.823097 + Penalty 2975.472535 = -52071.350562
  nChanged 64
		SP:Iteration 1F (8085.850000 sec): 3 clusters
  Score: Raw -55205.660609 + Penalty 2975.472535 = -52230.188075
  nChanged 15
		SP:Iteration 2Q (8085.850000 sec): 3 clusters
  Score: Raw -55242.235474 + Penalty 2975.472535 = -52266.762940
  nChanged 3
		SP:Iteration 3Q (8085.850000 sec): 3 clusters
  Score: Raw -55251.740778 + Penalty 2975.472535 = -52276.268244
  nChanged 5
		SP:Iteration 4Q (8085.850000 sec): 3 clusters
  Score: Raw -55262.242797 + Penalty 2975.472535 = -52286.770262
  nChanged 3
		SP:Iteration 5Q (8085.850000 sec): 3 clusters
  Score: Raw -55269.674706 + Penalty 2975.472535 = -52294.202171
  nChanged 1
		SP:Iteration 6Q (8085.850000 sec): 3 clusters
  Score: Raw -55274.225249 + Penalty 2975.472535 = -52298.752714
  nChanged 3
		SP:Iteration 7Q (8085.860000 sec): 3 clusters
  Score: Raw -55283.499066 + Penalty 2975.472535 = -52308.026531
  nChanged 3
		SP:Iteration 8Q (8085.860000 sec): 3 clusters
  Score: Raw -55293.965630 + Penalty 2975.472535 = -52318.493095
  nChanged 2
		SP:Iteration 9Q (8085.860000 sec): 3 clusters
  Score: Raw -55300.313395 + Penalty 2975.472535 = -52324.840860
  nChanged 2
		SP:Iteration 10Q (8085.860000 sec): 3 clusters
  Score: Raw -55305.769867 + Penalty 2975.472535 = -52330.297333
  nChanged 0
		SP:Iteration 11F (8085.860000 sec): 3 clusters
  Score: Raw -55305.769867 + Penalty 2975.472535 = -52330.297333
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.870000 sec): 2 clusters
  Score: Raw -17548.260455 + Penalty 1308.972435 = -16239.288020
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.870000 sec): 3 clusters
  Score: Raw -18184.250656 + Penalty 2617.944871 = -15566.305785
  nChanged 42
		SP:Iteration 1F (8085.870000 sec): 3 clusters
  Score: Raw -18475.088349 + Penalty 2617.944871 = -15857.143478
  nChanged 14
		SP:Iteration 2F (8085.870000 sec): 3 clusters
  Score: Raw -18664.424049 + Penalty 2617.944871 = -16046.479178
  nChanged 7
		SP:Iteration 3Q (8085.870000 sec): 3 clusters
  Score: Raw -18822.934314 + Penalty 2617.944871 = -16204.989443
  nChanged 1
		SP:Iteration 4Q (8085.870000 sec): 3 clusters
  Score: Raw -18837.933889 + Penalty 2617.944871 = -16219.989018
  nChanged 0
		SP:Iteration 5F (8085.870000 sec): 3 clusters
  Score: Raw -18837.933889 + Penalty 2617.944871 = -16219.989018
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.870000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.870000 sec): 3 clusters
  Score: Raw -29470.025829 + Penalty 2686.385799 = -26783.640029
  nChanged 15
		SP:Iteration 1F (8085.870000 sec): 3 clusters
  Score: Raw -29541.581164 + Penalty 2686.385799 = -26855.195364
  nChanged 4
		SP:Iteration 2Q (8085.870000 sec): 3 clusters
  Score: Raw -29556.769204 + Penalty 2686.385799 = -26870.383404
  nChanged 4
		SP:Iteration 3Q (8085.870000 sec): 3 clusters
  Score: Raw -29568.567520 + Penalty 2686.385799 = -26882.181720
  nChanged 0
		SP:Iteration 4F (8085.870000 sec): 3 clusters
  Score: Raw -29568.567520 + Penalty 2686.385799 = -26882.181720
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.880000 sec): 2 clusters
  Score: Raw -46074.767155 + Penalty 1447.033063 = -44627.734092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.880000 sec): 3 clusters
  Score: Raw -46205.557942 + Penalty 2894.066126 = -43311.491817
  nChanged 69
		SP:Iteration 1F (8085.880000 sec): 3 clusters
  Score: Raw -46395.299169 + Penalty 2894.066126 = -43501.233043
  nChanged 12
		SP:Iteration 2Q (8085.880000 sec): 3 clusters
  Score: Raw -46436.661879 + Penalty 2894.066126 = -43542.595754
  nChanged 9
		SP:Iteration 3Q (8085.880000 sec): 3 clusters
  Score: Raw -46459.423704 + Penalty 2894.066126 = -43565.357579
  nChanged 6
		SP:Iteration 4Q (8085.890000 sec): 3 clusters
  Score: Raw -46490.830719 + Penalty 2894.066126 = -43596.764593
  nChanged 4
		SP:Iteration 5Q (8085.890000 sec): 3 clusters
  Score: Raw -46498.822737 + Penalty 2894.066126 = -43604.756612
  nChanged 2
		SP:Iteration 6Q (8085.890000 sec): 3 clusters
  Score: Raw -46504.911569 + Penalty 2894.066126 = -43610.845444
  nChanged 2
		SP:Iteration 7Q (8085.890000 sec): 3 clusters
  Score: Raw -46516.412173 + Penalty 2894.066126 = -43622.346048
  nChanged 2
		SP:Iteration 8Q (8085.890000 sec): 3 clusters
  Score: Raw -46523.881280 + Penalty 2894.066126 = -43629.815154
  nChanged 0
		SP:Iteration 9F (8085.890000 sec): 3 clusters
  Score: Raw -46523.881280 + Penalty 2894.066126 = -43629.815154
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.890000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.890000 sec): 3 clusters
  Score: Raw -55269.105302 + Penalty 3005.325105 = -52263.780197
  nChanged 67
		SP:Iteration 1F (8085.890000 sec): 3 clusters
  Score: Raw -55504.586716 + Penalty 3005.325105 = -52499.261611
  nChanged 23
		SP:Iteration 2F (8085.900000 sec): 3 clusters
  Score: Raw -55628.501727 + Penalty 3005.325105 = -52623.176622
  nChanged 13
		SP:Iteration 3Q (8085.900000 sec): 3 clusters
  Score: Raw -55672.641525 + Penalty 3005.325105 = -52667.316420
  nChanged 5
		SP:Iteration 4Q (8085.900000 sec): 3 clusters
  Score: Raw -55685.928756 + Penalty 3005.325105 = -52680.603651
  nChanged 3
		SP:Iteration 5Q (8085.900000 sec): 3 clusters
  Score: Raw -55693.647469 + Penalty 3005.325105 = -52688.322364
  nChanged 2
		SP:Iteration 6Q (8085.900000 sec): 3 clusters
  Score: Raw -55700.289739 + Penalty 3005.325105 = -52694.964634
  nChanged 2
		SP:Iteration 7Q (8085.910000 sec): 3 clusters
  Score: Raw -55707.839127 + Penalty 3005.325105 = -52702.514022
  nChanged 2
		SP:Iteration 8Q (8085.910000 sec): 3 clusters
  Score: Raw -55713.270319 + Penalty 3005.325105 = -52707.945214
  nChanged 1
		SP:Iteration 9Q (8085.910000 sec): 3 clusters
  Score: Raw -55714.176933 + Penalty 3005.325105 = -52708.851828
  nChanged 0
		SP:Iteration 10F (8085.910000 sec): 3 clusters
  Score: Raw -55714.176933 + Penalty 3005.325105 = -52708.851828
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 38 (242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.910000 sec): 2 clusters
  Score: Raw -24854.945070 + Penalty 1361.256556 = -23493.688514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.910000 sec): 3 clusters
  Score: Raw -25808.661083 + Penalty 2722.513112 = -23086.147970
  nChanged 72
		SP:Iteration 1F (8085.910000 sec): 3 clusters
  Score: Raw -26246.400244 + Penalty 2722.513112 = -23523.887132
  nChanged 11
		SP:Iteration 2Q (8085.910000 sec): 3 clusters
  Score: Raw -26364.437196 + Penalty 2722.513112 = -23641.924084
  nChanged 3
		SP:Iteration 3Q (8085.910000 sec): 3 clusters
  Score: Raw -26401.969612 + Penalty 2722.513112 = -23679.456500
  nChanged 1
		SP:Iteration 4Q (8085.910000 sec): 3 clusters
  Score: Raw -26412.198843 + Penalty 2722.513112 = -23689.685730
  nChanged 0
		SP:Iteration 5F (8085.910000 sec): 3 clusters
  Score: Raw -26412.198843 + Penalty 2722.513112 = -23689.685730
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 42.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 39 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.920000 sec): 2 clusters
  Score: Raw -22896.629861 + Penalty 1287.853299 = -21608.776562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.920000 sec): 3 clusters
  Score: Raw -23177.345993 + Penalty 2575.706598 = -20601.639395
  nChanged 17
		SP:Iteration 1F (8085.920000 sec): 3 clusters
  Score: Raw -23270.387323 + Penalty 2575.706598 = -20694.680724
  nChanged 5
		SP:Iteration 2Q (8085.920000 sec): 3 clusters
  Score: Raw -23312.660267 + Penalty 2575.706598 = -20736.953669
  nChanged 3
		SP:Iteration 3Q (8085.920000 sec): 3 clusters
  Score: Raw -23324.762173 + Penalty 2575.706598 = -20749.055575
  nChanged 1
		SP:Iteration 4Q (8085.920000 sec): 3 clusters
  Score: Raw -23327.758350 + Penalty 2575.706598 = -20752.051752
  nChanged 0
		SP:Iteration 5F (8085.930000 sec): 3 clusters
  Score: Raw -23327.758350 + Penalty 2575.706598 = -20752.051752
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.930000 sec): 2 clusters
  Score: Raw -68690.960353 + Penalty 1547.104507 = -67143.855846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.930000 sec): 3 clusters
  Score: Raw -68719.424150 + Penalty 3094.209014 = -65625.215136
  nChanged 99
		SP:Iteration 1F (8085.930000 sec): 3 clusters
  Score: Raw -68906.028226 + Penalty 3094.209014 = -65811.819212
  nChanged 22
		SP:Iteration 2Q (8085.930000 sec): 3 clusters
  Score: Raw -68976.066819 + Penalty 3094.209014 = -65881.857805
  nChanged 11
		SP:Iteration 3Q (8085.930000 sec): 3 clusters
  Score: Raw -69006.563029 + Penalty 3094.209014 = -65912.354015
  nChanged 8
		SP:Iteration 4Q (8085.940000 sec): 3 clusters
  Score: Raw -69022.089747 + Penalty 3094.209014 = -65927.880733
  nChanged 5
		SP:Iteration 5Q (8085.940000 sec): 3 clusters
  Score: Raw -69033.468680 + Penalty 3094.209014 = -65939.259666
  nChanged 5
		SP:Iteration 6Q (8085.940000 sec): 3 clusters
  Score: Raw -69041.633995 + Penalty 3094.209014 = -65947.424981
  nChanged 4
		SP:Iteration 7Q (8085.940000 sec): 3 clusters
  Score: Raw -69047.023374 + Penalty 3094.209014 = -65952.814360
  nChanged 2
		SP:Iteration 8Q (8085.940000 sec): 3 clusters
  Score: Raw -69052.479550 + Penalty 3094.209014 = -65958.270536
  nChanged 2
		SP:Iteration 9Q (8085.940000 sec): 3 clusters
  Score: Raw -69055.630175 + Penalty 3094.209014 = -65961.421161
  nChanged 1
		SP:Iteration 10Q (8085.940000 sec): 3 clusters
  Score: Raw -69059.909557 + Penalty 3094.209014 = -65965.700543
  nChanged 0
		SP:Iteration 11F (8085.950000 sec): 3 clusters
  Score: Raw -69059.909557 + Penalty 3094.209014 = -65965.700543
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (199 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.950000 sec): 2 clusters
  Score: Raw -16120.972557 + Penalty 1312.739597 = -14808.232960
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.950000 sec): 3 clusters
  Score: Raw -16576.979248 + Penalty 2625.479193 = -13951.500054
  nChanged 39
		SP:Iteration 1F (8085.950000 sec): 3 clusters
  Score: Raw -16893.707112 + Penalty 2625.479193 = -14268.227919
  nChanged 10
		SP:Iteration 2F (8085.950000 sec): 3 clusters
  Score: Raw -16955.060790 + Penalty 2625.479193 = -14329.581597
  nChanged 1
		SP:Iteration 3Q (8085.950000 sec): 3 clusters
  Score: Raw -16959.064965 + Penalty 2625.479193 = -14333.585772
  nChanged 1
		SP:Iteration 4Q (8085.950000 sec): 3 clusters
  Score: Raw -16960.745943 + Penalty 2625.479193 = -14335.266750
  nChanged 0
		SP:Iteration 5F (8085.950000 sec): 3 clusters
  Score: Raw -16960.745943 + Penalty 2625.479193 = -14335.266750
  nChanged 0
Deleting Class 38 (45 points): Lose 2210.725352 but Gain 3374.686117
Iteration 299Q (8094.830000 sec): 42 clusters
  Score: Raw -117674503.803525 + Penalty 138362.130809 = -117536141.672716
  nChanged 63
Iteration 300F (8135.980000 sec): 42 clusters
  Score: Raw -117675489.506304 + Penalty 138362.130809 = -117537127.375495
  nChanged 53
Iteration 301Q (8144.760000 sec): 42 clusters
  Score: Raw -117676277.420979 + Penalty 138362.130809 = -117537915.290170
  nChanged 23
Iteration 302Q (8153.550000 sec): 42 clusters
  Score: Raw -117676365.222097 + Penalty 138362.130809 = -117538003.091288
  nChanged 16
Iteration 303Q (8162.330000 sec): 42 clusters
  Score: Raw -117676503.210541 + Penalty 138362.130809 = -117538141.079732
  nChanged 15
Iteration 304Q (8171.180000 sec): 42 clusters
  Score: Raw -117676856.550826 + Penalty 138362.130809 = -117538494.420016
  nChanged 11
Iteration 305Q (8180.050000 sec): 42 clusters
  Score: Raw -117676880.050025 + Penalty 138362.130809 = -117538517.919216
  nChanged 10
Iteration 306Q (8188.980000 sec): 42 clusters
  Score: Raw -117676880.149573 + Penalty 138362.130809 = -117538518.018764
  nChanged 9
Iteration 307Q (8197.890000 sec): 42 clusters
  Score: Raw -117676880.294483 + Penalty 138362.130809 = -117538518.163673
  nChanged 7
Iteration 308Q (8206.830000 sec): 42 clusters
  Score: Raw -117676880.395627 + Penalty 138362.130809 = -117538518.264818
  nChanged 8
Iteration 309Q (8215.760000 sec): 42 clusters
  Score: Raw -117676880.547469 + Penalty 138362.130809 = -117538518.416660
  nChanged 6
Iteration 310Q (8224.690000 sec): 42 clusters
  Score: Raw -117676880.643961 + Penalty 138362.130809 = -117538518.513152
  nChanged 7
Iteration 311Q (8233.610000 sec): 42 clusters
  Score: Raw -117676880.770957 + Penalty 138362.130809 = -117538518.640148
  nChanged 8
Iteration 312Q (8242.520000 sec): 42 clusters
  Score: Raw -117676880.847235 + Penalty 138362.130809 = -117538518.716426
  nChanged 5
Iteration 313Q (8251.390000 sec): 42 clusters
  Score: Raw -117676880.903637 + Penalty 138362.130809 = -117538518.772828
  nChanged 5
Iteration 314Q (8260.230000 sec): 42 clusters
  Score: Raw -117676880.949994 + Penalty 138362.130809 = -117538518.819185
  nChanged 3
Iteration 315Q (8269.130000 sec): 42 clusters
  Score: Raw -117676881.018926 + Penalty 138362.130809 = -117538518.888116
  nChanged 3
Iteration 316Q (8278.030000 sec): 42 clusters
  Score: Raw -117676881.050322 + Penalty 138362.130809 = -117538518.919512
  nChanged 4
Iteration 317Q (8286.930000 sec): 42 clusters
  Score: Raw -117676881.165092 + Penalty 138362.130809 = -117538519.034283
  nChanged 7
Iteration 318Q (8295.830000 sec): 42 clusters
  Score: Raw -117676881.297373 + Penalty 138362.130809 = -117538519.166563
  nChanged 6
Iteration 319Q (8304.730000 sec): 42 clusters
  Score: Raw -117676881.436379 + Penalty 138362.130809 = -117538519.305569
  nChanged 9
Iteration 320F (8346.060000 sec): 42 clusters
  Score: Raw -117677008.266901 + Penalty 138362.130809 = -117538646.136091
  nChanged 18
Iteration 321Q (8354.960000 sec): 42 clusters
  Score: Raw -117677174.756263 + Penalty 138362.130809 = -117538812.625453
  nChanged 10
Iteration 322Q (8363.860000 sec): 42 clusters
  Score: Raw -117677231.980774 + Penalty 138362.130809 = -117538869.849965
  nChanged 13
Iteration 323Q (8372.770000 sec): 42 clusters
  Score: Raw -117677280.197930 + Penalty 138362.130809 = -117538918.067120
  nChanged 16
Iteration 324Q (8381.530000 sec): 42 clusters
  Score: Raw -117677287.666872 + Penalty 138362.130809 = -117538925.536063
  nChanged 18
Iteration 325Q (8390.300000 sec): 42 clusters
  Score: Raw -117677288.039297 + Penalty 138362.130809 = -117538925.908488
  nChanged 16
Iteration 326Q (8399.060000 sec): 42 clusters
  Score: Raw -117677288.343193 + Penalty 138362.130809 = -117538926.212383
  nChanged 13
Iteration 327Q (8407.960000 sec): 42 clusters
  Score: Raw -117677288.537879 + Penalty 138362.130809 = -117538926.407070
  nChanged 13
Iteration 328Q (8416.870000 sec): 42 clusters
  Score: Raw -117677288.674743 + Penalty 138362.130809 = -117538926.543933
  nChanged 4
Iteration 329Q (8425.740000 sec): 42 clusters
  Score: Raw -117677288.740136 + Penalty 138362.130809 = -117538926.609327
  nChanged 4
Iteration 330Q (8434.630000 sec): 42 clusters
  Score: Raw -117677288.781520 + Penalty 138362.130809 = -117538926.650711
  nChanged 4
Iteration 331Q (8443.540000 sec): 42 clusters
  Score: Raw -117677288.819532 + Penalty 138362.130809 = -117538926.688723
  nChanged 2
Iteration 332Q (8452.450000 sec): 42 clusters
  Score: Raw -117677288.830301 + Penalty 138362.130809 = -117538926.699492
  nChanged 1
Iteration 333Q (8461.350000 sec): 42 clusters
  Score: Raw -117677288.845431 + Penalty 138362.130809 = -117538926.714621
  nChanged 0
Iteration 334F (8502.920000 sec): 42 clusters
  Score: Raw -117677310.571852 + Penalty 138362.130809 = -117538948.441043
  nChanged 2
Iteration 335Q (8511.830000 sec): 42 clusters
  Score: Raw -117677339.408091 + Penalty 138362.130809 = -117538977.277282
  nChanged 1
Iteration 336Q (8520.760000 sec): 42 clusters
  Score: Raw -117677360.731460 + Penalty 138362.130809 = -117538998.600651
  nChanged 0
Iteration 337F (8561.890000 sec): 42 clusters
  Score: Raw -117677390.306012 + Penalty 138362.130809 = -117539028.175203
  nChanged 1
Iteration 338Q (8570.770000 sec): 42 clusters
  Score: Raw -117677402.597731 + Penalty 138362.130809 = -117539040.466922
  nChanged 0
Writing temp clu file 
Because OldScore, -117539028.175203, is greater than current (better) Score,-117539040.466922 
 Compute initial score before splitting:   Score: Raw -117677402.597731 + Penalty 138362.130809 = -117539040.466922
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8570.930000 sec): 2 clusters
  Score: Raw -1048183.648990 + Penalty 2200.863096 = -1045982.785895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8570.960000 sec): 3 clusters
  Score: Raw -1044431.731057 + Penalty 4401.726192 = -1040030.004865
  nChanged 2867
		SP:Iteration 1F (8570.990000 sec): 3 clusters
  Score: Raw -1045901.178262 + Penalty 4401.726192 = -1041499.452070
  nChanged 532
		SP:Iteration 2F (8571.010000 sec): 3 clusters
  Score: Raw -1046168.338734 + Penalty 4401.726192 = -1041766.612542
  nChanged 370
		SP:Iteration 3F (8571.040000 sec): 3 clusters
  Score: Raw -1046331.406856 + Penalty 4401.726192 = -1041929.680664
  nChanged 271
		SP:Iteration 4Q (8571.060000 sec): 3 clusters
  Score: Raw -1046444.101567 + Penalty 4401.726192 = -1042042.375376
  nChanged 232
		SP:Iteration 5Q (8571.090000 sec): 3 clusters
  Score: Raw -1046538.625493 + Penalty 4401.726192 = -1042136.899301
  nChanged 178
		SP:Iteration 6Q (8571.110000 sec): 3 clusters
  Score: Raw -1046601.399918 + Penalty 4401.726192 = -1042199.673726
  nChanged 151
		SP:Iteration 7Q (8571.140000 sec): 3 clusters
  Score: Raw -1046654.008813 + Penalty 4401.726192 = -1042252.282621
  nChanged 126
		SP:Iteration 8Q (8571.170000 sec): 3 clusters
  Score: Raw -1046697.422545 + Penalty 4401.726192 = -1042295.696353
  nChanged 129
		SP:Iteration 9Q (8571.190000 sec): 3 clusters
  Score: Raw -1046742.107163 + Penalty 4401.726192 = -1042340.380971
  nChanged 112
		SP:Iteration 10Q (8571.220000 sec): 3 clusters
  Score: Raw -1046780.359132 + Penalty 4401.726192 = -1042378.632940
  nChanged 118
		SP:Iteration 11Q (8571.240000 sec): 3 clusters
  Score: Raw -1046822.178287 + Penalty 4401.726192 = -1042420.452096
  nChanged 128
		SP:Iteration 12Q (8571.270000 sec): 3 clusters
  Score: Raw -1046866.972658 + Penalty 4401.726192 = -1042465.246467
  nChanged 136
		SP:Iteration 13Q (8571.290000 sec): 3 clusters
  Score: Raw -1046916.283960 + Penalty 4401.726192 = -1042514.557768
  nChanged 146
		SP:Iteration 14Q (8571.320000 sec): 3 clusters
  Score: Raw -1046979.751332 + Penalty 4401.726192 = -1042578.025140
  nChanged 166
		SP:Iteration 15Q (8571.350000 sec): 3 clusters
  Score: Raw -1047056.142941 + Penalty 4401.726192 = -1042654.416750
  nChanged 168
		SP:Iteration 16Q (8571.370000 sec): 3 clusters
  Score: Raw -1047131.535821 + Penalty 4401.726192 = -1042729.809629
  nChanged 178
		SP:Iteration 17Q (8571.400000 sec): 3 clusters
  Score: Raw -1047204.948593 + Penalty 4401.726192 = -1042803.222402
  nChanged 157
		SP:Iteration 18Q (8571.430000 sec): 3 clusters
  Score: Raw -1047272.846932 + Penalty 4401.726192 = -1042871.120741
  nChanged 181
		SP:Iteration 19Q (8571.450000 sec): 3 clusters
  Score: Raw -1047356.392063 + Penalty 4401.726192 = -1042954.665871
  nChanged 180
		SP:Iteration 20F (8571.480000 sec): 3 clusters
  Score: Raw -1047444.630447 + Penalty 4401.726192 = -1043042.904255
  nChanged 177
		SP:Iteration 21Q (8571.500000 sec): 3 clusters
  Score: Raw -1047541.731634 + Penalty 4401.726192 = -1043140.005442
  nChanged 203
		SP:Iteration 22Q (8571.530000 sec): 3 clusters
  Score: Raw -1047654.511753 + Penalty 4401.726192 = -1043252.785561
  nChanged 180
		SP:Iteration 23Q (8571.550000 sec): 3 clusters
  Score: Raw -1047746.520739 + Penalty 4401.726192 = -1043344.794547
  nChanged 159
		SP:Iteration 24Q (8571.580000 sec): 3 clusters
  Score: Raw -1047823.554719 + Penalty 4401.726192 = -1043421.828527
  nChanged 133
		SP:Iteration 25Q (8571.610000 sec): 3 clusters
  Score: Raw -1047886.293779 + Penalty 4401.726192 = -1043484.567587
  nChanged 107
		SP:Iteration 26Q (8571.630000 sec): 3 clusters
  Score: Raw -1047934.806456 + Penalty 4401.726192 = -1043533.080265
  nChanged 94
		SP:Iteration 27Q (8571.660000 sec): 3 clusters
  Score: Raw -1047977.763381 + Penalty 4401.726192 = -1043576.037189
  nChanged 78
		SP:Iteration 28Q (8571.690000 sec): 3 clusters
  Score: Raw -1048011.055905 + Penalty 4401.726192 = -1043609.329713
  nChanged 76
		SP:Iteration 29Q (8571.710000 sec): 3 clusters
  Score: Raw -1048046.093998 + Penalty 4401.726192 = -1043644.367806
  nChanged 59
		SP:Iteration 30Q (8571.730000 sec): 3 clusters
  Score: Raw -1048076.215744 + Penalty 4401.726192 = -1043674.489553
  nChanged 57
		SP:Iteration 31Q (8571.760000 sec): 3 clusters
  Score: Raw -1048106.115473 + Penalty 4401.726192 = -1043704.389281
  nChanged 60
		SP:Iteration 32Q (8571.800000 sec): 3 clusters
  Score: Raw -1048142.786944 + Penalty 4401.726192 = -1043741.060752
  nChanged 62
		SP:Iteration 33Q (8571.830000 sec): 3 clusters
  Score: Raw -1048174.103547 + Penalty 4401.726192 = -1043772.377355
  nChanged 61
		SP:Iteration 34Q (8571.850000 sec): 3 clusters
  Score: Raw -1048203.826423 + Penalty 4401.726192 = -1043802.100231
  nChanged 44
		SP:Iteration 35Q (8571.870000 sec): 3 clusters
  Score: Raw -1048227.961706 + Penalty 4401.726192 = -1043826.235515
  nChanged 40
		SP:Iteration 36Q (8571.900000 sec): 3 clusters
  Score: Raw -1048244.815251 + Penalty 4401.726192 = -1043843.089059
  nChanged 25
		SP:Iteration 37Q (8571.920000 sec): 3 clusters
  Score: Raw -1048257.596238 + Penalty 4401.726192 = -1043855.870046
  nChanged 29
		SP:Iteration 38Q (8571.950000 sec): 3 clusters
  Score: Raw -1048271.984282 + Penalty 4401.726192 = -1043870.258090
  nChanged 18
		SP:Iteration 39Q (8571.970000 sec): 3 clusters
  Score: Raw -1048281.793630 + Penalty 4401.726192 = -1043880.067438
  nChanged 19
		SP:Iteration 40F (8572.000000 sec): 3 clusters
  Score: Raw -1048293.719182 + Penalty 4401.726192 = -1043891.992990
  nChanged 24
		SP:Iteration 41Q (8572.020000 sec): 3 clusters
  Score: Raw -1048309.417334 + Penalty 4401.726192 = -1043907.691142
  nChanged 17
		SP:Iteration 42Q (8572.050000 sec): 3 clusters
  Score: Raw -1048319.874824 + Penalty 4401.726192 = -1043918.148633
  nChanged 12
		SP:Iteration 43Q (8572.070000 sec): 3 clusters
  Score: Raw -1048326.667028 + Penalty 4401.726192 = -1043924.940836
  nChanged 14
		SP:Iteration 44Q (8572.090000 sec): 3 clusters
  Score: Raw -1048336.005817 + Penalty 4401.726192 = -1043934.279626
  nChanged 13
		SP:Iteration 45Q (8572.120000 sec): 3 clusters
  Score: Raw -1048343.787698 + Penalty 4401.726192 = -1043942.061507
  nChanged 11
		SP:Iteration 46Q (8572.140000 sec): 3 clusters
  Score: Raw -1048350.060147 + Penalty 4401.726192 = -1043948.333955
  nChanged 7
		SP:Iteration 47Q (8572.160000 sec): 3 clusters
  Score: Raw -1048353.606226 + Penalty 4401.726192 = -1043951.880035
  nChanged 4
		SP:Iteration 48Q (8572.190000 sec): 3 clusters
  Score: Raw -1048355.413515 + Penalty 4401.726192 = -1043953.687323
  nChanged 4
		SP:Iteration 49Q (8572.210000 sec): 3 clusters
  Score: Raw -1048357.978435 + Penalty 4401.726192 = -1043956.252243
  nChanged 5
		SP:Iteration 50Q (8572.230000 sec): 3 clusters
  Score: Raw -1048361.097943 + Penalty 4401.726192 = -1043959.371752
  nChanged 4
		SP:Iteration 51Q (8572.260000 sec): 3 clusters
  Score: Raw -1048364.192674 + Penalty 4401.726192 = -1043962.466482
  nChanged 7
		SP:Iteration 52Q (8572.280000 sec): 3 clusters
  Score: Raw -1048368.758751 + Penalty 4401.726192 = -1043967.032560
  nChanged 14
		SP:Iteration 53Q (8572.310000 sec): 3 clusters
  Score: Raw -1048378.921182 + Penalty 4401.726192 = -1043977.194990
  nChanged 15
		SP:Iteration 54Q (8572.330000 sec): 3 clusters
  Score: Raw -1048388.036210 + Penalty 4401.726192 = -1043986.310018
  nChanged 10
		SP:Iteration 55Q (8572.350000 sec): 3 clusters
  Score: Raw -1048394.005039 + Penalty 4401.726192 = -1043992.278847
  nChanged 5
		SP:Iteration 56Q (8572.370000 sec): 3 clusters
  Score: Raw -1048397.249611 + Penalty 4401.726192 = -1043995.523419
  nChanged 6
		SP:Iteration 57Q (8572.400000 sec): 3 clusters
  Score: Raw -1048401.645003 + Penalty 4401.726192 = -1043999.918812
  nChanged 8
		SP:Iteration 58Q (8572.420000 sec): 3 clusters
  Score: Raw -1048406.763784 + Penalty 4401.726192 = -1044005.037593
  nChanged 7
		SP:Iteration 59Q (8572.440000 sec): 3 clusters
  Score: Raw -1048413.873521 + Penalty 4401.726192 = -1044012.147329
  nChanged 5
		SP:Iteration 60F (8572.470000 sec): 3 clusters
  Score: Raw -1048416.433002 + Penalty 4401.726192 = -1044014.706811
  nChanged 7
		SP:Iteration 61Q (8572.490000 sec): 3 clusters
  Score: Raw -1048421.994072 + Penalty 4401.726192 = -1044020.267881
  nChanged 6
		SP:Iteration 62Q (8572.510000 sec): 3 clusters
  Score: Raw -1048425.323147 + Penalty 4401.726192 = -1044023.596955
  nChanged 3
		SP:Iteration 63Q (8572.540000 sec): 3 clusters
  Score: Raw -1048427.398584 + Penalty 4401.726192 = -1044025.672393
  nChanged 5
		SP:Iteration 64Q (8572.560000 sec): 3 clusters
  Score: Raw -1048431.615888 + Penalty 4401.726192 = -1044029.889696
  nChanged 6
		SP:Iteration 65Q (8572.580000 sec): 3 clusters
  Score: Raw -1048436.855863 + Penalty 4401.726192 = -1044035.129671
  nChanged 6
		SP:Iteration 66Q (8572.610000 sec): 3 clusters
  Score: Raw -1048441.642292 + Penalty 4401.726192 = -1044039.916100
  nChanged 8
		SP:Iteration 67Q (8572.630000 sec): 3 clusters
  Score: Raw -1048449.116318 + Penalty 4401.726192 = -1044047.390126
  nChanged 7
		SP:Iteration 68Q (8572.650000 sec): 3 clusters
  Score: Raw -1048451.950037 + Penalty 4401.726192 = -1044050.223845
  nChanged 3
		SP:Iteration 69Q (8572.670000 sec): 3 clusters
  Score: Raw -1048453.195340 + Penalty 4401.726192 = -1044051.469148
  nChanged 3
		SP:Iteration 70Q (8572.700000 sec): 3 clusters
  Score: Raw -1048455.736304 + Penalty 4401.726192 = -1044054.010113
  nChanged 5
		SP:Iteration 71Q (8572.720000 sec): 3 clusters
  Score: Raw -1048459.640120 + Penalty 4401.726192 = -1044057.913928
  nChanged 6
		SP:Iteration 72Q (8572.740000 sec): 3 clusters
  Score: Raw -1048463.017348 + Penalty 4401.726192 = -1044061.291156
  nChanged 2
		SP:Iteration 73Q (8572.770000 sec): 3 clusters
  Score: Raw -1048464.978434 + Penalty 4401.726192 = -1044063.252243
  nChanged 4
		SP:Iteration 74Q (8572.790000 sec): 3 clusters
  Score: Raw -1048467.490413 + Penalty 4401.726192 = -1044065.764222
  nChanged 3
		SP:Iteration 75Q (8572.810000 sec): 3 clusters
  Score: Raw -1048468.690737 + Penalty 4401.726192 = -1044066.964545
  nChanged 0
		SP:Iteration 76F (8572.830000 sec): 3 clusters
  Score: Raw -1048468.690737 + Penalty 4401.726192 = -1044066.964545
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8572.860000 sec): 2 clusters
  Score: Raw -1106221.456500 + Penalty 2217.924743 = -1104003.531757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8572.890000 sec): 3 clusters
  Score: Raw -1102246.538105 + Penalty 4435.849487 = -1097810.688618
  nChanged 3103
		SP:Iteration 1F (8572.910000 sec): 3 clusters
  Score: Raw -1103887.081682 + Penalty 4435.849487 = -1099451.232196
  nChanged 586
		SP:Iteration 2F (8572.940000 sec): 3 clusters
  Score: Raw -1104225.015172 + Penalty 4435.849487 = -1099789.165686
  nChanged 458
		SP:Iteration 3F (8572.970000 sec): 3 clusters
  Score: Raw -1104484.592255 + Penalty 4435.849487 = -1100048.742768
  nChanged 354
		SP:Iteration 4Q (8572.990000 sec): 3 clusters
  Score: Raw -1104677.290858 + Penalty 4435.849487 = -1100241.441372
  nChanged 318
		SP:Iteration 5Q (8573.020000 sec): 3 clusters
  Score: Raw -1104829.014360 + Penalty 4435.849487 = -1100393.164873
  nChanged 255
		SP:Iteration 6Q (8573.050000 sec): 3 clusters
  Score: Raw -1104951.309083 + Penalty 4435.849487 = -1100515.459596
  nChanged 222
		SP:Iteration 7Q (8573.070000 sec): 3 clusters
  Score: Raw -1105054.002772 + Penalty 4435.849487 = -1100618.153285
  nChanged 211
		SP:Iteration 8Q (8573.100000 sec): 3 clusters
  Score: Raw -1105155.140271 + Penalty 4435.849487 = -1100719.290784
  nChanged 209
		SP:Iteration 9Q (8573.130000 sec): 3 clusters
  Score: Raw -1105260.103125 + Penalty 4435.849487 = -1100824.253638
  nChanged 200
		SP:Iteration 10Q (8573.150000 sec): 3 clusters
  Score: Raw -1105363.290951 + Penalty 4435.849487 = -1100927.441464
  nChanged 211
		SP:Iteration 11Q (8573.180000 sec): 3 clusters
  Score: Raw -1105471.414152 + Penalty 4435.849487 = -1101035.564665
  nChanged 191
		SP:Iteration 12Q (8573.210000 sec): 3 clusters
  Score: Raw -1105568.840416 + Penalty 4435.849487 = -1101132.990929
  nChanged 176
		SP:Iteration 13Q (8573.230000 sec): 3 clusters
  Score: Raw -1105651.980213 + Penalty 4435.849487 = -1101216.130726
  nChanged 166
		SP:Iteration 14Q (8573.260000 sec): 3 clusters
  Score: Raw -1105737.612345 + Penalty 4435.849487 = -1101301.762858
  nChanged 179
		SP:Iteration 15Q (8573.290000 sec): 3 clusters
  Score: Raw -1105829.150206 + Penalty 4435.849487 = -1101393.300720
  nChanged 155
		SP:Iteration 16Q (8573.310000 sec): 3 clusters
  Score: Raw -1105895.146978 + Penalty 4435.849487 = -1101459.297491
  nChanged 107
		SP:Iteration 17Q (8573.340000 sec): 3 clusters
  Score: Raw -1105941.052978 + Penalty 4435.849487 = -1101505.203492
  nChanged 100
		SP:Iteration 18Q (8573.370000 sec): 3 clusters
  Score: Raw -1105985.337908 + Penalty 4435.849487 = -1101549.488421
  nChanged 98
		SP:Iteration 19Q (8573.390000 sec): 3 clusters
  Score: Raw -1106025.675989 + Penalty 4435.849487 = -1101589.826502
  nChanged 80
		SP:Iteration 20F (8573.420000 sec): 3 clusters
  Score: Raw -1106060.547673 + Penalty 4435.849487 = -1101624.698186
  nChanged 84
		SP:Iteration 21Q (8573.440000 sec): 3 clusters
  Score: Raw -1106093.521777 + Penalty 4435.849487 = -1101657.672291
  nChanged 71
		SP:Iteration 22Q (8573.470000 sec): 3 clusters
  Score: Raw -1106116.702120 + Penalty 4435.849487 = -1101680.852633
  nChanged 61
		SP:Iteration 23Q (8573.490000 sec): 3 clusters
  Score: Raw -1106138.287239 + Penalty 4435.849487 = -1101702.437752
  nChanged 57
		SP:Iteration 24Q (8573.520000 sec): 3 clusters
  Score: Raw -1106157.301640 + Penalty 4435.849487 = -1101721.452153
  nChanged 49
		SP:Iteration 25Q (8573.550000 sec): 3 clusters
  Score: Raw -1106171.849832 + Penalty 4435.849487 = -1101736.000345
  nChanged 41
		SP:Iteration 26Q (8573.570000 sec): 3 clusters
  Score: Raw -1106185.017972 + Penalty 4435.849487 = -1101749.168485
  nChanged 52
		SP:Iteration 27Q (8573.590000 sec): 3 clusters
  Score: Raw -1106200.819244 + Penalty 4435.849487 = -1101764.969757
  nChanged 41
		SP:Iteration 28Q (8573.620000 sec): 3 clusters
  Score: Raw -1106216.231362 + Penalty 4435.849487 = -1101780.381875
  nChanged 45
		SP:Iteration 29Q (8573.650000 sec): 3 clusters
  Score: Raw -1106232.425422 + Penalty 4435.849487 = -1101796.575935
  nChanged 50
		SP:Iteration 30Q (8573.670000 sec): 3 clusters
  Score: Raw -1106254.268676 + Penalty 4435.849487 = -1101818.419189
  nChanged 53
		SP:Iteration 31Q (8573.690000 sec): 3 clusters
  Score: Raw -1106273.112978 + Penalty 4435.849487 = -1101837.263491
  nChanged 40
		SP:Iteration 32Q (8573.720000 sec): 3 clusters
  Score: Raw -1106286.591392 + Penalty 4435.849487 = -1101850.741905
  nChanged 34
		SP:Iteration 33Q (8573.750000 sec): 3 clusters
  Score: Raw -1106296.345783 + Penalty 4435.849487 = -1101860.496296
  nChanged 27
		SP:Iteration 34Q (8573.770000 sec): 3 clusters
  Score: Raw -1106305.902187 + Penalty 4435.849487 = -1101870.052700
  nChanged 34
		SP:Iteration 35Q (8573.790000 sec): 3 clusters
  Score: Raw -1106317.046410 + Penalty 4435.849487 = -1101881.196923
  nChanged 28
		SP:Iteration 36Q (8573.820000 sec): 3 clusters
  Score: Raw -1106325.768581 + Penalty 4435.849487 = -1101889.919094
  nChanged 21
		SP:Iteration 37Q (8573.850000 sec): 3 clusters
  Score: Raw -1106331.991425 + Penalty 4435.849487 = -1101896.141938
  nChanged 27
		SP:Iteration 38Q (8573.870000 sec): 3 clusters
  Score: Raw -1106339.206951 + Penalty 4435.849487 = -1101903.357464
  nChanged 23
		SP:Iteration 39Q (8573.890000 sec): 3 clusters
  Score: Raw -1106346.817645 + Penalty 4435.849487 = -1101910.968159
  nChanged 26
		SP:Iteration 40F (8573.920000 sec): 3 clusters
  Score: Raw -1106354.687404 + Penalty 4435.849487 = -1101918.837917
  nChanged 29
		SP:Iteration 41Q (8573.950000 sec): 3 clusters
  Score: Raw -1106361.686351 + Penalty 4435.849487 = -1101925.836864
  nChanged 32
		SP:Iteration 42Q (8573.970000 sec): 3 clusters
  Score: Raw -1106372.416633 + Penalty 4435.849487 = -1101936.567146
  nChanged 29
		SP:Iteration 43Q (8573.990000 sec): 3 clusters
  Score: Raw -1106380.929139 + Penalty 4435.849487 = -1101945.079652
  nChanged 20
		SP:Iteration 44Q (8574.020000 sec): 3 clusters
  Score: Raw -1106385.724969 + Penalty 4435.849487 = -1101949.875482
  nChanged 18
		SP:Iteration 45Q (8574.040000 sec): 3 clusters
  Score: Raw -1106392.793914 + Penalty 4435.849487 = -1101956.944427
  nChanged 23
		SP:Iteration 46Q (8574.070000 sec): 3 clusters
  Score: Raw -1106399.758324 + Penalty 4435.849487 = -1101963.908837
  nChanged 25
		SP:Iteration 47Q (8574.090000 sec): 3 clusters
  Score: Raw -1106407.427134 + Penalty 4435.849487 = -1101971.577647
  nChanged 28
		SP:Iteration 48Q (8574.110000 sec): 3 clusters
  Score: Raw -1106417.400322 + Penalty 4435.849487 = -1101981.550835
  nChanged 32
		SP:Iteration 49Q (8574.140000 sec): 3 clusters
  Score: Raw -1106428.355474 + Penalty 4435.849487 = -1101992.505987
  nChanged 25
		SP:Iteration 50Q (8574.160000 sec): 3 clusters
  Score: Raw -1106435.379268 + Penalty 4435.849487 = -1101999.529781
  nChanged 22
		SP:Iteration 51Q (8574.190000 sec): 3 clusters
  Score: Raw -1106441.699734 + Penalty 4435.849487 = -1102005.850248
  nChanged 24
		SP:Iteration 52Q (8574.210000 sec): 3 clusters
  Score: Raw -1106450.389318 + Penalty 4435.849487 = -1102014.539831
  nChanged 30
		SP:Iteration 53Q (8574.230000 sec): 3 clusters
  Score: Raw -1106463.336278 + Penalty 4435.849487 = -1102027.486791
  nChanged 33
		SP:Iteration 54Q (8574.260000 sec): 3 clusters
  Score: Raw -1106476.834742 + Penalty 4435.849487 = -1102040.985255
  nChanged 32
		SP:Iteration 55Q (8574.280000 sec): 3 clusters
  Score: Raw -1106489.269682 + Penalty 4435.849487 = -1102053.420195
  nChanged 31
		SP:Iteration 56Q (8574.310000 sec): 3 clusters
  Score: Raw -1106502.674559 + Penalty 4435.849487 = -1102066.825072
  nChanged 30
		SP:Iteration 57Q (8574.330000 sec): 3 clusters
  Score: Raw -1106513.495407 + Penalty 4435.849487 = -1102077.645920
  nChanged 28
		SP:Iteration 58Q (8574.350000 sec): 3 clusters
  Score: Raw -1106525.401234 + Penalty 4435.849487 = -1102089.551747
  nChanged 23
		SP:Iteration 59Q (8574.380000 sec): 3 clusters
  Score: Raw -1106532.343900 + Penalty 4435.849487 = -1102096.494414
  nChanged 21
		SP:Iteration 60F (8574.400000 sec): 3 clusters
  Score: Raw -1106541.816663 + Penalty 4435.849487 = -1102105.967176
  nChanged 26
		SP:Iteration 61Q (8574.430000 sec): 3 clusters
  Score: Raw -1106552.776481 + Penalty 4435.849487 = -1102116.926994
  nChanged 32
		SP:Iteration 62Q (8574.450000 sec): 3 clusters
  Score: Raw -1106566.570172 + Penalty 4435.849487 = -1102130.720685
  nChanged 23
		SP:Iteration 63Q (8574.470000 sec): 3 clusters
  Score: Raw -1106577.531609 + Penalty 4435.849487 = -1102141.682123
  nChanged 25
		SP:Iteration 64Q (8574.500000 sec): 3 clusters
  Score: Raw -1106587.859436 + Penalty 4435.849487 = -1102152.009949
  nChanged 26
		SP:Iteration 65Q (8574.520000 sec): 3 clusters
  Score: Raw -1106600.121168 + Penalty 4435.849487 = -1102164.271682
  nChanged 29
		SP:Iteration 66Q (8574.540000 sec): 3 clusters
  Score: Raw -1106617.359139 + Penalty 4435.849487 = -1102181.509652
  nChanged 39
		SP:Iteration 67Q (8574.570000 sec): 3 clusters
  Score: Raw -1106635.119974 + Penalty 4435.849487 = -1102199.270487
  nChanged 32
		SP:Iteration 68Q (8574.590000 sec): 3 clusters
  Score: Raw -1106653.867330 + Penalty 4435.849487 = -1102218.017843
  nChanged 30
		SP:Iteration 69Q (8574.610000 sec): 3 clusters
  Score: Raw -1106669.216020 + Penalty 4435.849487 = -1102233.366533
  nChanged 27
		SP:Iteration 70Q (8574.630000 sec): 3 clusters
  Score: Raw -1106681.509726 + Penalty 4435.849487 = -1102245.660239
  nChanged 30
		SP:Iteration 71Q (8574.660000 sec): 3 clusters
  Score: Raw -1106697.790979 + Penalty 4435.849487 = -1102261.941492
  nChanged 29
		SP:Iteration 72Q (8574.680000 sec): 3 clusters
  Score: Raw -1106710.109032 + Penalty 4435.849487 = -1102274.259545
  nChanged 24
		SP:Iteration 73Q (8574.700000 sec): 3 clusters
  Score: Raw -1106721.879336 + Penalty 4435.849487 = -1102286.029850
  nChanged 23
		SP:Iteration 74Q (8574.720000 sec): 3 clusters
  Score: Raw -1106732.851793 + Penalty 4435.849487 = -1102297.002307
  nChanged 20
		SP:Iteration 75Q (8574.750000 sec): 3 clusters
  Score: Raw -1106742.176809 + Penalty 4435.849487 = -1102306.327322
  nChanged 20
		SP:Iteration 76Q (8574.770000 sec): 3 clusters
  Score: Raw -1106752.320677 + Penalty 4435.849487 = -1102316.471190
  nChanged 17
		SP:Iteration 77Q (8574.790000 sec): 3 clusters
  Score: Raw -1106758.719699 + Penalty 4435.849487 = -1102322.870212
  nChanged 11
		SP:Iteration 78Q (8574.810000 sec): 3 clusters
  Score: Raw -1106762.511220 + Penalty 4435.849487 = -1102326.661733
  nChanged 13
		SP:Iteration 79Q (8574.830000 sec): 3 clusters
  Score: Raw -1106768.441492 + Penalty 4435.849487 = -1102332.592005
  nChanged 14
		SP:Iteration 80F (8574.860000 sec): 3 clusters
  Score: Raw -1106773.017206 + Penalty 4435.849487 = -1102337.167719
  nChanged 9
		SP:Iteration 81Q (8574.880000 sec): 3 clusters
  Score: Raw -1106777.604436 + Penalty 4435.849487 = -1102341.754949
  nChanged 10
		SP:Iteration 82Q (8574.910000 sec): 3 clusters
  Score: Raw -1106781.503638 + Penalty 4435.849487 = -1102345.654152
  nChanged 5
		SP:Iteration 83Q (8574.930000 sec): 3 clusters
  Score: Raw -1106782.839337 + Penalty 4435.849487 = -1102346.989850
  nChanged 4
		SP:Iteration 84Q (8574.950000 sec): 3 clusters
  Score: Raw -1106784.487160 + Penalty 4435.849487 = -1102348.637673
  nChanged 6
		SP:Iteration 85Q (8574.970000 sec): 3 clusters
  Score: Raw -1106786.974047 + Penalty 4435.849487 = -1102351.124560
  nChanged 6
		SP:Iteration 86Q (8574.990000 sec): 3 clusters
  Score: Raw -1106788.870878 + Penalty 4435.849487 = -1102353.021391
  nChanged 3
		SP:Iteration 87Q (8575.020000 sec): 3 clusters
  Score: Raw -1106789.554410 + Penalty 4435.849487 = -1102353.704923
  nChanged 0
		SP:Iteration 88F (8575.040000 sec): 3 clusters
  Score: Raw -1106789.554410 + Penalty 4435.849487 = -1102353.704923
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8575.130000 sec): 2 clusters
  Score: Raw -4024112.096684 + Penalty 2532.694661 = -4021579.402023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8575.230000 sec): 3 clusters
  Score: Raw -4007901.053187 + Penalty 5065.389321 = -4002835.663866
  nChanged 12271
		SP:Iteration 1F (8575.330000 sec): 3 clusters
  Score: Raw -4014304.484709 + Penalty 5065.389321 = -4009239.095387
  nChanged 1296
		SP:Iteration 2Q (8575.430000 sec): 3 clusters
  Score: Raw -4014704.290940 + Penalty 5065.389321 = -4009638.901618
  nChanged 1129
		SP:Iteration 3Q (8575.530000 sec): 3 clusters
  Score: Raw -4015040.531056 + Penalty 5065.389321 = -4009975.141735
  nChanged 1016
		SP:Iteration 4Q (8575.630000 sec): 3 clusters
  Score: Raw -4015324.939549 + Penalty 5065.389321 = -4010259.550228
  nChanged 894
		SP:Iteration 5Q (8575.740000 sec): 3 clusters
  Score: Raw -4015581.957350 + Penalty 5065.389321 = -4010516.568029
  nChanged 852
		SP:Iteration 6Q (8575.840000 sec): 3 clusters
  Score: Raw -4015844.894236 + Penalty 5065.389321 = -4010779.504915
  nChanged 890
		SP:Iteration 7Q (8575.940000 sec): 3 clusters
  Score: Raw -4016153.517596 + Penalty 5065.389321 = -4011088.128275
  nChanged 986
		SP:Iteration 8Q (8576.040000 sec): 3 clusters
  Score: Raw -4016547.095819 + Penalty 5065.389321 = -4011481.706497
  nChanged 1140
		SP:Iteration 9Q (8576.140000 sec): 3 clusters
  Score: Raw -4017091.384030 + Penalty 5065.389321 = -4012025.994708
  nChanged 1384
		SP:Iteration 10F (8576.230000 sec): 3 clusters
  Score: Raw -4017910.807849 + Penalty 5065.389321 = -4012845.418528
  nChanged 1686
		SP:Iteration 11F (8576.330000 sec): 3 clusters
  Score: Raw -4019122.481658 + Penalty 5065.389321 = -4014057.092337
  nChanged 1766
		SP:Iteration 12F (8576.420000 sec): 3 clusters
  Score: Raw -4020554.104907 + Penalty 5065.389321 = -4015488.715586
  nChanged 1638
		SP:Iteration 13F (8576.510000 sec): 3 clusters
  Score: Raw -4022018.912853 + Penalty 5065.389321 = -4016953.523532
  nChanged 1189
		SP:Iteration 14Q (8576.600000 sec): 3 clusters
  Score: Raw -4023103.117804 + Penalty 5065.389321 = -4018037.728482
  nChanged 691
		SP:Iteration 15Q (8576.690000 sec): 3 clusters
  Score: Raw -4023750.844906 + Penalty 5065.389321 = -4018685.455585
  nChanged 348
		SP:Iteration 16Q (8576.760000 sec): 3 clusters
  Score: Raw -4024071.942234 + Penalty 5065.389321 = -4019006.552913
  nChanged 170
		SP:Iteration 17Q (8576.830000 sec): 3 clusters
  Score: Raw -4024238.268289 + Penalty 5065.389321 = -4019172.878968
  nChanged 96
		SP:Iteration 18Q (8576.900000 sec): 3 clusters
  Score: Raw -4024337.478425 + Penalty 5065.389321 = -4019272.089103
  nChanged 59
		SP:Iteration 19Q (8576.970000 sec): 3 clusters
  Score: Raw -4024396.296202 + Penalty 5065.389321 = -4019330.906881
  nChanged 40
		SP:Iteration 20F (8577.070000 sec): 3 clusters
  Score: Raw -4024432.380105 + Penalty 5065.389321 = -4019366.990784
  nChanged 27
		SP:Iteration 21Q (8577.130000 sec): 3 clusters
  Score: Raw -4024459.321632 + Penalty 5065.389321 = -4019393.932311
  nChanged 23
		SP:Iteration 22Q (8577.200000 sec): 3 clusters
  Score: Raw -4024477.687624 + Penalty 5065.389321 = -4019412.298303
  nChanged 21
		SP:Iteration 23Q (8577.270000 sec): 3 clusters
  Score: Raw -4024493.606450 + Penalty 5065.389321 = -4019428.217128
  nChanged 11
		SP:Iteration 24Q (8577.330000 sec): 3 clusters
  Score: Raw -4024501.707234 + Penalty 5065.389321 = -4019436.317913
  nChanged 8
		SP:Iteration 25Q (8577.400000 sec): 3 clusters
  Score: Raw -4024508.094325 + Penalty 5065.389321 = -4019442.705004
  nChanged 3
		SP:Iteration 26Q (8577.470000 sec): 3 clusters
  Score: Raw -4024510.152543 + Penalty 5065.389321 = -4019444.763222
  nChanged 1
		SP:Iteration 27Q (8577.540000 sec): 3 clusters
  Score: Raw -4024511.333131 + Penalty 5065.389321 = -4019445.943809
  nChanged 0
		SP:Iteration 28F (8577.630000 sec): 3 clusters
  Score: Raw -4024511.333131 + Penalty 5065.389321 = -4019445.943809
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8577.710000 sec): 2 clusters
  Score: Raw -3338101.850046 + Penalty 2502.075052 = -3335599.774994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8577.790000 sec): 3 clusters
  Score: Raw -3324002.424596 + Penalty 5004.150104 = -3318998.274492
  nChanged 10635
		SP:Iteration 1F (8577.880000 sec): 3 clusters
  Score: Raw -3329957.080198 + Penalty 5004.150104 = -3324952.930094
  nChanged 1308
		SP:Iteration 2F (8577.960000 sec): 3 clusters
  Score: Raw -3330495.463546 + Penalty 5004.150104 = -3325491.313442
  nChanged 1207
		SP:Iteration 3F (8578.050000 sec): 3 clusters
  Score: Raw -3331003.770349 + Penalty 5004.150104 = -3325999.620245
  nChanged 1138
		SP:Iteration 4Q (8578.130000 sec): 3 clusters
  Score: Raw -3331471.811964 + Penalty 5004.150104 = -3326467.661860
  nChanged 1035
		SP:Iteration 5Q (8578.220000 sec): 3 clusters
  Score: Raw -3331898.261521 + Penalty 5004.150104 = -3326894.111417
  nChanged 1004
		SP:Iteration 6Q (8578.310000 sec): 3 clusters
  Score: Raw -3332299.940681 + Penalty 5004.150104 = -3327295.790577
  nChanged 925
		SP:Iteration 7Q (8578.390000 sec): 3 clusters
  Score: Raw -3332688.323075 + Penalty 5004.150104 = -3327684.172971
  nChanged 911
		SP:Iteration 8Q (8578.480000 sec): 3 clusters
  Score: Raw -3333111.896710 + Penalty 5004.150104 = -3328107.746606
  nChanged 913
		SP:Iteration 9Q (8578.570000 sec): 3 clusters
  Score: Raw -3333577.601537 + Penalty 5004.150104 = -3328573.451433
  nChanged 901
		SP:Iteration 10Q (8578.660000 sec): 3 clusters
  Score: Raw -3334049.129650 + Penalty 5004.150104 = -3329044.979545
  nChanged 874
		SP:Iteration 11Q (8578.750000 sec): 3 clusters
  Score: Raw -3334566.321731 + Penalty 5004.150104 = -3329562.171626
  nChanged 852
		SP:Iteration 12Q (8578.830000 sec): 3 clusters
  Score: Raw -3335088.454639 + Penalty 5004.150104 = -3330084.304535
  nChanged 831
		SP:Iteration 13Q (8578.920000 sec): 3 clusters
  Score: Raw -3335568.199634 + Penalty 5004.150104 = -3330564.049529
  nChanged 719
		SP:Iteration 14Q (8579.010000 sec): 3 clusters
  Score: Raw -3335933.336871 + Penalty 5004.150104 = -3330929.186767
  nChanged 531
		SP:Iteration 15Q (8579.090000 sec): 3 clusters
  Score: Raw -3336153.020010 + Penalty 5004.150104 = -3331148.869906
  nChanged 437
		SP:Iteration 16Q (8579.170000 sec): 3 clusters
  Score: Raw -3336322.626916 + Penalty 5004.150104 = -3331318.476811
  nChanged 365
		SP:Iteration 17Q (8579.250000 sec): 3 clusters
  Score: Raw -3336467.980366 + Penalty 5004.150104 = -3331463.830262
  nChanged 355
		SP:Iteration 18Q (8579.330000 sec): 3 clusters
  Score: Raw -3336604.553498 + Penalty 5004.150104 = -3331600.403393
  nChanged 351
		SP:Iteration 19Q (8579.410000 sec): 3 clusters
  Score: Raw -3336742.958467 + Penalty 5004.150104 = -3331738.808362
  nChanged 330
		SP:Iteration 20F (8579.490000 sec): 3 clusters
  Score: Raw -3336858.101740 + Penalty 5004.150104 = -3331853.951635
  nChanged 301
		SP:Iteration 21Q (8579.570000 sec): 3 clusters
  Score: Raw -3336960.679839 + Penalty 5004.150104 = -3331956.529735
  nChanged 275
		SP:Iteration 22Q (8579.640000 sec): 3 clusters
  Score: Raw -3337054.662185 + Penalty 5004.150104 = -3332050.512081
  nChanged 274
		SP:Iteration 23Q (8579.720000 sec): 3 clusters
  Score: Raw -3337157.980762 + Penalty 5004.150104 = -3332153.830658
  nChanged 248
		SP:Iteration 24Q (8579.790000 sec): 3 clusters
  Score: Raw -3337243.734430 + Penalty 5004.150104 = -3332239.584326
  nChanged 233
		SP:Iteration 25Q (8579.870000 sec): 3 clusters
  Score: Raw -3337321.060851 + Penalty 5004.150104 = -3332316.910747
  nChanged 245
		SP:Iteration 26Q (8579.950000 sec): 3 clusters
  Score: Raw -3337405.816780 + Penalty 5004.150104 = -3332401.666676
  nChanged 219
		SP:Iteration 27Q (8580.030000 sec): 3 clusters
  Score: Raw -3337472.532096 + Penalty 5004.150104 = -3332468.381991
  nChanged 185
		SP:Iteration 28Q (8580.100000 sec): 3 clusters
  Score: Raw -3337525.394362 + Penalty 5004.150104 = -3332521.244258
  nChanged 179
		SP:Iteration 29Q (8580.170000 sec): 3 clusters
  Score: Raw -3337576.637937 + Penalty 5004.150104 = -3332572.487833
  nChanged 164
		SP:Iteration 30Q (8580.250000 sec): 3 clusters
  Score: Raw -3337619.830796 + Penalty 5004.150104 = -3332615.680692
  nChanged 165
		SP:Iteration 31Q (8580.330000 sec): 3 clusters
  Score: Raw -3337670.569304 + Penalty 5004.150104 = -3332666.419200
  nChanged 166
		SP:Iteration 32Q (8580.400000 sec): 3 clusters
  Score: Raw -3337717.212000 + Penalty 5004.150104 = -3332713.061896
  nChanged 155
		SP:Iteration 33Q (8580.470000 sec): 3 clusters
  Score: Raw -3337760.134413 + Penalty 5004.150104 = -3332755.984309
  nChanged 141
		SP:Iteration 34Q (8580.550000 sec): 3 clusters
  Score: Raw -3337804.666007 + Penalty 5004.150104 = -3332800.515903
  nChanged 166
		SP:Iteration 35Q (8580.620000 sec): 3 clusters
  Score: Raw -3337862.616541 + Penalty 5004.150104 = -3332858.466437
  nChanged 160
		SP:Iteration 36Q (8580.690000 sec): 3 clusters
  Score: Raw -3337917.905978 + Penalty 5004.150104 = -3332913.755873
  nChanged 142
		SP:Iteration 37Q (8580.770000 sec): 3 clusters
  Score: Raw -3337966.640148 + Penalty 5004.150104 = -3332962.490044
  nChanged 142
		SP:Iteration 38Q (8580.840000 sec): 3 clusters
  Score: Raw -3338008.941754 + Penalty 5004.150104 = -3333004.791649
  nChanged 123
		SP:Iteration 39Q (8580.910000 sec): 3 clusters
  Score: Raw -3338049.680167 + Penalty 5004.150104 = -3333045.530063
  nChanged 105
		SP:Iteration 40F (8581.000000 sec): 3 clusters
  Score: Raw -3338082.285901 + Penalty 5004.150104 = -3333078.135797
  nChanged 114
		SP:Iteration 41Q (8581.070000 sec): 3 clusters
  Score: Raw -3338120.519193 + Penalty 5004.150104 = -3333116.369089
  nChanged 89
		SP:Iteration 42Q (8581.140000 sec): 3 clusters
  Score: Raw -3338150.493460 + Penalty 5004.150104 = -3333146.343356
  nChanged 91
		SP:Iteration 43Q (8581.210000 sec): 3 clusters
  Score: Raw -3338183.265680 + Penalty 5004.150104 = -3333179.115576
  nChanged 76
		SP:Iteration 44Q (8581.270000 sec): 3 clusters
  Score: Raw -3338210.204261 + Penalty 5004.150104 = -3333206.054157
  nChanged 75
		SP:Iteration 45Q (8581.340000 sec): 3 clusters
  Score: Raw -3338232.112921 + Penalty 5004.150104 = -3333227.962817
  nChanged 81
		SP:Iteration 46Q (8581.410000 sec): 3 clusters
  Score: Raw -3338259.142424 + Penalty 5004.150104 = -3333254.992320
  nChanged 82
		SP:Iteration 47Q (8581.480000 sec): 3 clusters
  Score: Raw -3338292.482232 + Penalty 5004.150104 = -3333288.332128
  nChanged 82
		SP:Iteration 48Q (8581.550000 sec): 3 clusters
  Score: Raw -3338320.860382 + Penalty 5004.150104 = -3333316.710277
  nChanged 77
		SP:Iteration 49Q (8581.620000 sec): 3 clusters
  Score: Raw -3338341.373924 + Penalty 5004.150104 = -3333337.223820
  nChanged 52
		SP:Iteration 50Q (8581.680000 sec): 3 clusters
  Score: Raw -3338354.668711 + Penalty 5004.150104 = -3333350.518607
  nChanged 41
		SP:Iteration 51Q (8581.750000 sec): 3 clusters
  Score: Raw -3338364.122180 + Penalty 5004.150104 = -3333359.972076
  nChanged 36
		SP:Iteration 52Q (8581.820000 sec): 3 clusters
  Score: Raw -3338372.569597 + Penalty 5004.150104 = -3333368.419493
  nChanged 34
		SP:Iteration 53Q (8581.880000 sec): 3 clusters
  Score: Raw -3338380.103225 + Penalty 5004.150104 = -3333375.953121
  nChanged 36
		SP:Iteration 54Q (8581.950000 sec): 3 clusters
  Score: Raw -3338388.146954 + Penalty 5004.150104 = -3333383.996849
  nChanged 19
		SP:Iteration 55Q (8582.010000 sec): 3 clusters
  Score: Raw -3338392.531027 + Penalty 5004.150104 = -3333388.380922
  nChanged 18
		SP:Iteration 56Q (8582.080000 sec): 3 clusters
  Score: Raw -3338397.729134 + Penalty 5004.150104 = -3333393.579029
  nChanged 22
		SP:Iteration 57Q (8582.140000 sec): 3 clusters
  Score: Raw -3338402.961344 + Penalty 5004.150104 = -3333398.811240
  nChanged 20
		SP:Iteration 58Q (8582.210000 sec): 3 clusters
  Score: Raw -3338407.668865 + Penalty 5004.150104 = -3333403.518760
  nChanged 23
		SP:Iteration 59Q (8582.280000 sec): 3 clusters
  Score: Raw -3338412.253454 + Penalty 5004.150104 = -3333408.103349
  nChanged 16
		SP:Iteration 60F (8582.360000 sec): 3 clusters
  Score: Raw -3338415.188547 + Penalty 5004.150104 = -3333411.038443
  nChanged 13
		SP:Iteration 61Q (8582.420000 sec): 3 clusters
  Score: Raw -3338418.956863 + Penalty 5004.150104 = -3333414.806759
  nChanged 24
		SP:Iteration 62Q (8582.490000 sec): 3 clusters
  Score: Raw -3338425.136702 + Penalty 5004.150104 = -3333420.986598
  nChanged 16
		SP:Iteration 63Q (8582.560000 sec): 3 clusters
  Score: Raw -3338428.787490 + Penalty 5004.150104 = -3333424.637386
  nChanged 10
		SP:Iteration 64Q (8582.620000 sec): 3 clusters
  Score: Raw -3338430.600549 + Penalty 5004.150104 = -3333426.450445
  nChanged 6
		SP:Iteration 65Q (8582.690000 sec): 3 clusters
  Score: Raw -3338431.547169 + Penalty 5004.150104 = -3333427.397065
  nChanged 4
		SP:Iteration 66Q (8582.760000 sec): 3 clusters
  Score: Raw -3338432.073868 + Penalty 5004.150104 = -3333427.923763
  nChanged 3
		SP:Iteration 67Q (8582.820000 sec): 3 clusters
  Score: Raw -3338432.560068 + Penalty 5004.150104 = -3333428.409964
  nChanged 7
		SP:Iteration 68Q (8582.890000 sec): 3 clusters
  Score: Raw -3338433.520561 + Penalty 5004.150104 = -3333429.370457
  nChanged 8
		SP:Iteration 69Q (8582.950000 sec): 3 clusters
  Score: Raw -3338435.131887 + Penalty 5004.150104 = -3333430.981783
  nChanged 13
		SP:Iteration 70Q (8583.020000 sec): 3 clusters
  Score: Raw -3338437.951714 + Penalty 5004.150104 = -3333433.801610
  nChanged 11
		SP:Iteration 71Q (8583.080000 sec): 3 clusters
  Score: Raw -3338439.911761 + Penalty 5004.150104 = -3333435.761657
  nChanged 11
		SP:Iteration 72Q (8583.150000 sec): 3 clusters
  Score: Raw -3338442.703440 + Penalty 5004.150104 = -3333438.553336
  nChanged 9
		SP:Iteration 73Q (8583.210000 sec): 3 clusters
  Score: Raw -3338444.803474 + Penalty 5004.150104 = -3333440.653370
  nChanged 12
		SP:Iteration 74Q (8583.280000 sec): 3 clusters
  Score: Raw -3338447.366291 + Penalty 5004.150104 = -3333443.216187
  nChanged 9
		SP:Iteration 75Q (8583.340000 sec): 3 clusters
  Score: Raw -3338449.806717 + Penalty 5004.150104 = -3333445.656613
  nChanged 12
		SP:Iteration 76Q (8583.410000 sec): 3 clusters
  Score: Raw -3338453.174718 + Penalty 5004.150104 = -3333449.024613
  nChanged 18
		SP:Iteration 77Q (8583.470000 sec): 3 clusters
  Score: Raw -3338458.339263 + Penalty 5004.150104 = -3333454.189158
  nChanged 21
		SP:Iteration 78Q (8583.540000 sec): 3 clusters
  Score: Raw -3338464.092793 + Penalty 5004.150104 = -3333459.942689
  nChanged 23
		SP:Iteration 79Q (8583.600000 sec): 3 clusters
  Score: Raw -3338469.402005 + Penalty 5004.150104 = -3333465.251901
  nChanged 18
		SP:Iteration 80F (8583.680000 sec): 3 clusters
  Score: Raw -3338473.417772 + Penalty 5004.150104 = -3333469.267668
  nChanged 16
		SP:Iteration 81Q (8583.750000 sec): 3 clusters
  Score: Raw -3338477.768317 + Penalty 5004.150104 = -3333473.618213
  nChanged 16
		SP:Iteration 82Q (8583.810000 sec): 3 clusters
  Score: Raw -3338482.787503 + Penalty 5004.150104 = -3333478.637399
  nChanged 18
		SP:Iteration 83Q (8583.880000 sec): 3 clusters
  Score: Raw -3338487.478570 + Penalty 5004.150104 = -3333483.328465
  nChanged 19
		SP:Iteration 84Q (8583.940000 sec): 3 clusters
  Score: Raw -3338492.469956 + Penalty 5004.150104 = -3333488.319852
  nChanged 18
		SP:Iteration 85Q (8584.010000 sec): 3 clusters
  Score: Raw -3338497.162774 + Penalty 5004.150104 = -3333493.012669
  nChanged 21
		SP:Iteration 86Q (8584.070000 sec): 3 clusters
  Score: Raw -3338503.556082 + Penalty 5004.150104 = -3333499.405978
  nChanged 15
		SP:Iteration 87Q (8584.130000 sec): 3 clusters
  Score: Raw -3338507.860307 + Penalty 5004.150104 = -3333503.710203
  nChanged 25
		SP:Iteration 88Q (8584.200000 sec): 3 clusters
  Score: Raw -3338516.374241 + Penalty 5004.150104 = -3333512.224137
  nChanged 27
		SP:Iteration 89Q (8584.260000 sec): 3 clusters
  Score: Raw -3338523.313576 + Penalty 5004.150104 = -3333519.163471
  nChanged 21
		SP:Iteration 90Q (8584.330000 sec): 3 clusters
  Score: Raw -3338529.561751 + Penalty 5004.150104 = -3333525.411647
  nChanged 23
		SP:Iteration 91Q (8584.390000 sec): 3 clusters
  Score: Raw -3338537.689438 + Penalty 5004.150104 = -3333533.539333
  nChanged 28
		SP:Iteration 92Q (8584.460000 sec): 3 clusters
  Score: Raw -3338547.499859 + Penalty 5004.150104 = -3333543.349755
  nChanged 35
		SP:Iteration 93Q (8584.520000 sec): 3 clusters
  Score: Raw -3338560.458597 + Penalty 5004.150104 = -3333556.308493
  nChanged 29
		SP:Iteration 94Q (8584.590000 sec): 3 clusters
  Score: Raw -3338571.861307 + Penalty 5004.150104 = -3333567.711203
  nChanged 39
		SP:Iteration 95Q (8584.650000 sec): 3 clusters
  Score: Raw -3338588.026615 + Penalty 5004.150104 = -3333583.876511
  nChanged 38
		SP:Iteration 96Q (8584.710000 sec): 3 clusters
  Score: Raw -3338602.077880 + Penalty 5004.150104 = -3333597.927776
  nChanged 44
		SP:Iteration 97Q (8584.770000 sec): 3 clusters
  Score: Raw -3338617.341216 + Penalty 5004.150104 = -3333613.191112
  nChanged 40
		SP:Iteration 98Q (8584.840000 sec): 3 clusters
  Score: Raw -3338631.558427 + Penalty 5004.150104 = -3333627.408323
  nChanged 32
		SP:Iteration 99Q (8584.900000 sec): 3 clusters
  Score: Raw -3338642.981750 + Penalty 5004.150104 = -3333638.831646
  nChanged 26
		SP:Iteration 100F (8584.990000 sec): 3 clusters
  Score: Raw -3338653.351452 + Penalty 5004.150104 = -3333649.201348
  nChanged 34
		SP:Iteration 101Q (8585.050000 sec): 3 clusters
  Score: Raw -3338668.671716 + Penalty 5004.150104 = -3333664.521611
  nChanged 39
		SP:Iteration 102Q (8585.110000 sec): 3 clusters
  Score: Raw -3338685.710146 + Penalty 5004.150104 = -3333681.560041
  nChanged 35
		SP:Iteration 103Q (8585.170000 sec): 3 clusters
  Score: Raw -3338701.292211 + Penalty 5004.150104 = -3333697.142107
  nChanged 33
		SP:Iteration 104Q (8585.240000 sec): 3 clusters
  Score: Raw -3338714.327808 + Penalty 5004.150104 = -3333710.177704
  nChanged 25
		SP:Iteration 105Q (8585.300000 sec): 3 clusters
  Score: Raw -3338726.142662 + Penalty 5004.150104 = -3333721.992558
  nChanged 23
		SP:Iteration 106Q (8585.360000 sec): 3 clusters
  Score: Raw -3338735.829541 + Penalty 5004.150104 = -3333731.679436
  nChanged 24
		SP:Iteration 107Q (8585.420000 sec): 3 clusters
  Score: Raw -3338745.103206 + Penalty 5004.150104 = -3333740.953101
  nChanged 27
		SP:Iteration 108Q (8585.490000 sec): 3 clusters
  Score: Raw -3338754.503861 + Penalty 5004.150104 = -3333750.353757
  nChanged 18
		SP:Iteration 109Q (8585.550000 sec): 3 clusters
  Score: Raw -3338762.350560 + Penalty 5004.150104 = -3333758.200456
  nChanged 21
		SP:Iteration 110Q (8585.610000 sec): 3 clusters
  Score: Raw -3338771.531257 + Penalty 5004.150104 = -3333767.381153
  nChanged 24
		SP:Iteration 111Q (8585.670000 sec): 3 clusters
  Score: Raw -3338782.196253 + Penalty 5004.150104 = -3333778.046149
  nChanged 26
		SP:Iteration 112Q (8585.730000 sec): 3 clusters
  Score: Raw -3338796.168530 + Penalty 5004.150104 = -3333792.018425
  nChanged 21
		SP:Iteration 113Q (8585.790000 sec): 3 clusters
  Score: Raw -3338807.356841 + Penalty 5004.150104 = -3333803.206737
  nChanged 21
		SP:Iteration 114Q (8585.850000 sec): 3 clusters
  Score: Raw -3338815.364213 + Penalty 5004.150104 = -3333811.214108
  nChanged 18
		SP:Iteration 115Q (8585.920000 sec): 3 clusters
  Score: Raw -3338821.416663 + Penalty 5004.150104 = -3333817.266559
  nChanged 10
		SP:Iteration 116Q (8585.980000 sec): 3 clusters
  Score: Raw -3338825.426020 + Penalty 5004.150104 = -3333821.275916
  nChanged 15
		SP:Iteration 117Q (8586.040000 sec): 3 clusters
  Score: Raw -3338832.999431 + Penalty 5004.150104 = -3333828.849327
  nChanged 18
		SP:Iteration 118Q (8586.100000 sec): 3 clusters
  Score: Raw -3338840.780903 + Penalty 5004.150104 = -3333836.630799
  nChanged 20
		SP:Iteration 119Q (8586.170000 sec): 3 clusters
  Score: Raw -3338850.704751 + Penalty 5004.150104 = -3333846.554646
  nChanged 17
		SP:Iteration 120F (8586.250000 sec): 3 clusters
  Score: Raw -3338860.103786 + Penalty 5004.150104 = -3333855.953682
  nChanged 19
		SP:Iteration 121Q (8586.310000 sec): 3 clusters
  Score: Raw -3338868.552947 + Penalty 5004.150104 = -3333864.402843
  nChanged 17
		SP:Iteration 122Q (8586.370000 sec): 3 clusters
  Score: Raw -3338874.573905 + Penalty 5004.150104 = -3333870.423801
  nChanged 14
		SP:Iteration 123Q (8586.430000 sec): 3 clusters
  Score: Raw -3338879.034105 + Penalty 5004.150104 = -3333874.884001
  nChanged 8
		SP:Iteration 124Q (8586.490000 sec): 3 clusters
  Score: Raw -3338883.152943 + Penalty 5004.150104 = -3333879.002839
  nChanged 7
		SP:Iteration 125Q (8586.550000 sec): 3 clusters
  Score: Raw -3338886.572060 + Penalty 5004.150104 = -3333882.421956
  nChanged 7
		SP:Iteration 126Q (8586.620000 sec): 3 clusters
  Score: Raw -3338888.891392 + Penalty 5004.150104 = -3333884.741288
  nChanged 8
		SP:Iteration 127Q (8586.680000 sec): 3 clusters
  Score: Raw -3338891.648417 + Penalty 5004.150104 = -3333887.498313
  nChanged 7
		SP:Iteration 128Q (8586.740000 sec): 3 clusters
  Score: Raw -3338894.988945 + Penalty 5004.150104 = -3333890.838840
  nChanged 10
		SP:Iteration 129Q (8586.810000 sec): 3 clusters
  Score: Raw -3338899.402706 + Penalty 5004.150104 = -3333895.252602
  nChanged 6
		SP:Iteration 130Q (8586.870000 sec): 3 clusters
  Score: Raw -3338902.035803 + Penalty 5004.150104 = -3333897.885699
  nChanged 6
		SP:Iteration 131Q (8586.930000 sec): 3 clusters
  Score: Raw -3338904.385971 + Penalty 5004.150104 = -3333900.235867
  nChanged 5
		SP:Iteration 132Q (8586.990000 sec): 3 clusters
  Score: Raw -3338905.733904 + Penalty 5004.150104 = -3333901.583800
  nChanged 3
		SP:Iteration 133Q (8587.060000 sec): 3 clusters
  Score: Raw -3338906.552978 + Penalty 5004.150104 = -3333902.402874
  nChanged 1
		SP:Iteration 134Q (8587.120000 sec): 3 clusters
  Score: Raw -3338906.803688 + Penalty 5004.150104 = -3333902.653584
  nChanged 0
		SP:Iteration 135F (8587.200000 sec): 3 clusters
  Score: Raw -3338906.803688 + Penalty 5004.150104 = -3333902.653584
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8587.230000 sec): 2 clusters
  Score: Raw -494000.591510 + Penalty 2019.015069 = -491981.576441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8587.240000 sec): 3 clusters
  Score: Raw -492470.781522 + Penalty 4038.030138 = -488432.751385
  nChanged 1245
		SP:Iteration 1F (8587.250000 sec): 3 clusters
  Score: Raw -493246.692916 + Penalty 4038.030138 = -489208.662778
  nChanged 255
		SP:Iteration 2F (8587.260000 sec): 3 clusters
  Score: Raw -493456.842410 + Penalty 4038.030138 = -489418.812273
  nChanged 206
		SP:Iteration 3F (8587.270000 sec): 3 clusters
  Score: Raw -493626.102221 + Penalty 4038.030138 = -489588.072083
  nChanged 179
		SP:Iteration 4F (8587.290000 sec): 3 clusters
  Score: Raw -493796.190336 + Penalty 4038.030138 = -489758.160198
  nChanged 166
		SP:Iteration 5Q (8587.300000 sec): 3 clusters
  Score: Raw -493934.117802 + Penalty 4038.030138 = -489896.087665
  nChanged 140
		SP:Iteration 6Q (8587.310000 sec): 3 clusters
  Score: Raw -494085.185822 + Penalty 4038.030138 = -490047.155685
  nChanged 177
		SP:Iteration 7F (8587.320000 sec): 3 clusters
  Score: Raw -494306.542990 + Penalty 4038.030138 = -490268.512853
  nChanged 165
		SP:Iteration 8Q (8587.330000 sec): 3 clusters
  Score: Raw -494531.634873 + Penalty 4038.030138 = -490493.604735
  nChanged 139
		SP:Iteration 9Q (8587.340000 sec): 3 clusters
  Score: Raw -494711.340364 + Penalty 4038.030138 = -490673.310226
  nChanged 122
		SP:Iteration 10Q (8587.350000 sec): 3 clusters
  Score: Raw -494887.204173 + Penalty 4038.030138 = -490849.174036
  nChanged 124
		SP:Iteration 11Q (8587.370000 sec): 3 clusters
  Score: Raw -495050.451550 + Penalty 4038.030138 = -491012.421412
  nChanged 112
		SP:Iteration 12Q (8587.380000 sec): 3 clusters
  Score: Raw -495196.623431 + Penalty 4038.030138 = -491158.593293
  nChanged 93
		SP:Iteration 13Q (8587.390000 sec): 3 clusters
  Score: Raw -495306.758350 + Penalty 4038.030138 = -491268.728213
  nChanged 79
		SP:Iteration 14Q (8587.400000 sec): 3 clusters
  Score: Raw -495394.111139 + Penalty 4038.030138 = -491356.081002
  nChanged 53
		SP:Iteration 15Q (8587.410000 sec): 3 clusters
  Score: Raw -495433.338073 + Penalty 4038.030138 = -491395.307936
  nChanged 37
		SP:Iteration 16Q (8587.420000 sec): 3 clusters
  Score: Raw -495459.562235 + Penalty 4038.030138 = -491421.532098
  nChanged 32
		SP:Iteration 17Q (8587.430000 sec): 3 clusters
  Score: Raw -495480.409705 + Penalty 4038.030138 = -491442.379567
  nChanged 23
		SP:Iteration 18Q (8587.440000 sec): 3 clusters
  Score: Raw -495494.258619 + Penalty 4038.030138 = -491456.228481
  nChanged 27
		SP:Iteration 19Q (8587.450000 sec): 3 clusters
  Score: Raw -495510.911130 + Penalty 4038.030138 = -491472.880992
  nChanged 30
		SP:Iteration 20F (8587.460000 sec): 3 clusters
  Score: Raw -495533.368055 + Penalty 4038.030138 = -491495.337917
  nChanged 36
		SP:Iteration 21Q (8587.470000 sec): 3 clusters
  Score: Raw -495562.961419 + Penalty 4038.030138 = -491524.931281
  nChanged 41
		SP:Iteration 22Q (8587.480000 sec): 3 clusters
  Score: Raw -495593.867202 + Penalty 4038.030138 = -491555.837064
  nChanged 39
		SP:Iteration 23Q (8587.490000 sec): 3 clusters
  Score: Raw -495622.630037 + Penalty 4038.030138 = -491584.599900
  nChanged 33
		SP:Iteration 24Q (8587.500000 sec): 3 clusters
  Score: Raw -495641.344392 + Penalty 4038.030138 = -491603.314255
  nChanged 28
		SP:Iteration 25Q (8587.510000 sec): 3 clusters
  Score: Raw -495657.535815 + Penalty 4038.030138 = -491619.505678
  nChanged 24
		SP:Iteration 26Q (8587.520000 sec): 3 clusters
  Score: Raw -495671.424495 + Penalty 4038.030138 = -491633.394358
  nChanged 20
		SP:Iteration 27Q (8587.530000 sec): 3 clusters
  Score: Raw -495681.539293 + Penalty 4038.030138 = -491643.509156
  nChanged 14
		SP:Iteration 28Q (8587.540000 sec): 3 clusters
  Score: Raw -495687.420896 + Penalty 4038.030138 = -491649.390758
  nChanged 11
		SP:Iteration 29Q (8587.550000 sec): 3 clusters
  Score: Raw -495692.174323 + Penalty 4038.030138 = -491654.144186
  nChanged 9
		SP:Iteration 30Q (8587.560000 sec): 3 clusters
  Score: Raw -495695.754131 + Penalty 4038.030138 = -491657.723993
  nChanged 7
		SP:Iteration 31Q (8587.570000 sec): 3 clusters
  Score: Raw -495697.981841 + Penalty 4038.030138 = -491659.951703
  nChanged 5
		SP:Iteration 32Q (8587.580000 sec): 3 clusters
  Score: Raw -495699.214413 + Penalty 4038.030138 = -491661.184275
  nChanged 4
		SP:Iteration 33Q (8587.590000 sec): 3 clusters
  Score: Raw -495701.819741 + Penalty 4038.030138 = -491663.789603
  nChanged 3
		SP:Iteration 34Q (8587.600000 sec): 3 clusters
  Score: Raw -495702.662594 + Penalty 4038.030138 = -491664.632457
  nChanged 1
		SP:Iteration 35Q (8587.610000 sec): 3 clusters
  Score: Raw -495703.112388 + Penalty 4038.030138 = -491665.082251
  nChanged 1
		SP:Iteration 36Q (8587.610000 sec): 3 clusters
  Score: Raw -495703.386569 + Penalty 4038.030138 = -491665.356431
  nChanged 1
		SP:Iteration 37Q (8587.630000 sec): 3 clusters
  Score: Raw -495703.860958 + Penalty 4038.030138 = -491665.830821
  nChanged 1
		SP:Iteration 38Q (8587.630000 sec): 3 clusters
  Score: Raw -495704.273641 + Penalty 4038.030138 = -491666.243504
  nChanged 0
		SP:Iteration 39F (8587.650000 sec): 3 clusters
  Score: Raw -495704.273641 + Penalty 4038.030138 = -491666.243504
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8587.650000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8587.650000 sec): 3 clusters
  Score: Raw -126894.822179 + Penalty 3350.283633 = -123544.538546
  nChanged 208
		SP:Iteration 1F (8587.660000 sec): 3 clusters
  Score: Raw -127166.168403 + Penalty 3350.283633 = -123815.884770
  nChanged 45
		SP:Iteration 2F (8587.660000 sec): 3 clusters
  Score: Raw -127220.319716 + Penalty 3350.283633 = -123870.036083
  nChanged 22
		SP:Iteration 3Q (8587.660000 sec): 3 clusters
  Score: Raw -127254.405521 + Penalty 3350.283633 = -123904.121887
  nChanged 13
		SP:Iteration 4Q (8587.670000 sec): 3 clusters
  Score: Raw -127272.466345 + Penalty 3350.283633 = -123922.182712
  nChanged 5
		SP:Iteration 5Q (8587.670000 sec): 3 clusters
  Score: Raw -127278.997249 + Penalty 3350.283633 = -123928.713615
  nChanged 7
		SP:Iteration 6Q (8587.670000 sec): 3 clusters
  Score: Raw -127285.026986 + Penalty 3350.283633 = -123934.743352
  nChanged 1
		SP:Iteration 7Q (8587.670000 sec): 3 clusters
  Score: Raw -127288.549965 + Penalty 3350.283633 = -123938.266332
  nChanged 0
		SP:Iteration 8F (8587.680000 sec): 3 clusters
  Score: Raw -127288.549965 + Penalty 3350.283633 = -123938.266332
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8587.680000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8587.680000 sec): 3 clusters
  Score: Raw -33623.531324 + Penalty 2756.186719 = -30867.344606
  nChanged 30
		SP:Iteration 1F (8587.680000 sec): 3 clusters
  Score: Raw -33759.464742 + Penalty 2756.186719 = -31003.278023
  nChanged 12
		SP:Iteration 2Q (8587.690000 sec): 3 clusters
  Score: Raw -33821.167754 + Penalty 2756.186719 = -31064.981035
  nChanged 7
		SP:Iteration 3Q (8587.690000 sec): 3 clusters
  Score: Raw -33861.213082 + Penalty 2756.186719 = -31105.026364
  nChanged 9
		SP:Iteration 4Q (8587.690000 sec): 3 clusters
  Score: Raw -33896.333129 + Penalty 2756.186719 = -31140.146410
  nChanged 2
		SP:Iteration 5Q (8587.690000 sec): 3 clusters
  Score: Raw -33911.002471 + Penalty 2756.186719 = -31154.815752
  nChanged 6
		SP:Iteration 6Q (8587.690000 sec): 3 clusters
  Score: Raw -33936.222224 + Penalty 2756.186719 = -31180.035505
  nChanged 4
		SP:Iteration 7Q (8587.690000 sec): 3 clusters
  Score: Raw -33948.757368 + Penalty 2756.186719 = -31192.570650
  nChanged 2
		SP:Iteration 8Q (8587.690000 sec): 3 clusters
  Score: Raw -33957.143490 + Penalty 2756.186719 = -31200.956772
  nChanged 3
		SP:Iteration 9Q (8587.690000 sec): 3 clusters
  Score: Raw -33970.156980 + Penalty 2756.186719 = -31213.970261
  nChanged 3
		SP:Iteration 10Q (8587.690000 sec): 3 clusters
  Score: Raw -33981.395605 + Penalty 2756.186719 = -31225.208887
  nChanged 3
		SP:Iteration 11Q (8587.690000 sec): 3 clusters
  Score: Raw -33994.441744 + Penalty 2756.186719 = -31238.255026
  nChanged 0
		SP:Iteration 12F (8587.690000 sec): 3 clusters
  Score: Raw -33995.652398 + Penalty 2756.186719 = -31239.465680
  nChanged 1
		SP:Iteration 13Q (8587.690000 sec): 3 clusters
  Score: Raw -34006.221211 + Penalty 2756.186719 = -31250.034492
  nChanged 2
		SP:Iteration 14Q (8587.690000 sec): 3 clusters
  Score: Raw -34021.780442 + Penalty 2756.186719 = -31265.593723
  nChanged 0
		SP:Iteration 15F (8587.690000 sec): 3 clusters
  Score: Raw -34021.780442 + Penalty 2756.186719 = -31265.593723
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8587.750000 sec): 2 clusters
  Score: Raw -2059139.694813 + Penalty 2363.951249 = -2056775.743564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8587.790000 sec): 3 clusters
  Score: Raw -2051414.857019 + Penalty 4727.902497 = -2046686.954522
  nChanged 5911
		SP:Iteration 1F (8587.840000 sec): 3 clusters
  Score: Raw -2054556.059180 + Penalty 4727.902497 = -2049828.156683
  nChanged 763
		SP:Iteration 2F (8587.890000 sec): 3 clusters
  Score: Raw -2054862.578139 + Penalty 4727.902497 = -2050134.675641
  nChanged 599
		SP:Iteration 3Q (8587.940000 sec): 3 clusters
  Score: Raw -2055092.676399 + Penalty 4727.902497 = -2050364.773901
  nChanged 512
		SP:Iteration 4Q (8587.990000 sec): 3 clusters
  Score: Raw -2055269.741995 + Penalty 4727.902497 = -2050541.839497
  nChanged 429
		SP:Iteration 5Q (8588.030000 sec): 3 clusters
  Score: Raw -2055395.793239 + Penalty 4727.902497 = -2050667.890742
  nChanged 367
		SP:Iteration 6Q (8588.090000 sec): 3 clusters
  Score: Raw -2055503.684984 + Penalty 4727.902497 = -2050775.782487
  nChanged 336
		SP:Iteration 7Q (8588.130000 sec): 3 clusters
  Score: Raw -2055609.917008 + Penalty 4727.902497 = -2050882.014510
  nChanged 363
		SP:Iteration 8Q (8588.180000 sec): 3 clusters
  Score: Raw -2055724.992102 + Penalty 4727.902497 = -2050997.089604
  nChanged 338
		SP:Iteration 9Q (8588.230000 sec): 3 clusters
  Score: Raw -2055826.936574 + Penalty 4727.902497 = -2051099.034076
  nChanged 301
		SP:Iteration 10Q (8588.280000 sec): 3 clusters
  Score: Raw -2055912.343172 + Penalty 4727.902497 = -2051184.440674
  nChanged 288
		SP:Iteration 11Q (8588.330000 sec): 3 clusters
  Score: Raw -2055988.468408 + Penalty 4727.902497 = -2051260.565911
  nChanged 285
		SP:Iteration 12Q (8588.380000 sec): 3 clusters
  Score: Raw -2056070.899735 + Penalty 4727.902497 = -2051342.997238
  nChanged 264
		SP:Iteration 13Q (8588.430000 sec): 3 clusters
  Score: Raw -2056155.647050 + Penalty 4727.902497 = -2051427.744552
  nChanged 291
		SP:Iteration 14Q (8588.480000 sec): 3 clusters
  Score: Raw -2056271.932999 + Penalty 4727.902497 = -2051544.030502
  nChanged 344
		SP:Iteration 15Q (8588.530000 sec): 3 clusters
  Score: Raw -2056420.639359 + Penalty 4727.902497 = -2051692.736862
  nChanged 387
		SP:Iteration 16Q (8588.570000 sec): 3 clusters
  Score: Raw -2056603.639357 + Penalty 4727.902497 = -2051875.736859
  nChanged 432
		SP:Iteration 17Q (8588.620000 sec): 3 clusters
  Score: Raw -2056820.720150 + Penalty 4727.902497 = -2052092.817653
  nChanged 491
		SP:Iteration 18Q (8588.670000 sec): 3 clusters
  Score: Raw -2057089.184332 + Penalty 4727.902497 = -2052361.281834
  nChanged 483
		SP:Iteration 19Q (8588.710000 sec): 3 clusters
  Score: Raw -2057390.258465 + Penalty 4727.902497 = -2052662.355968
  nChanged 513
		SP:Iteration 20F (8588.760000 sec): 3 clusters
  Score: Raw -2057725.288731 + Penalty 4727.902497 = -2052997.386233
  nChanged 458
		SP:Iteration 21Q (8588.810000 sec): 3 clusters
  Score: Raw -2058049.781591 + Penalty 4727.902497 = -2053321.879094
  nChanged 408
		SP:Iteration 22Q (8588.850000 sec): 3 clusters
  Score: Raw -2058300.360760 + Penalty 4727.902497 = -2053572.458263
  nChanged 332
		SP:Iteration 23Q (8588.900000 sec): 3 clusters
  Score: Raw -2058476.601752 + Penalty 4727.902497 = -2053748.699254
  nChanged 264
		SP:Iteration 24Q (8588.940000 sec): 3 clusters
  Score: Raw -2058609.761148 + Penalty 4727.902497 = -2053881.858650
  nChanged 202
		SP:Iteration 25Q (8588.990000 sec): 3 clusters
  Score: Raw -2058708.433339 + Penalty 4727.902497 = -2053980.530841
  nChanged 182
		SP:Iteration 26Q (8589.030000 sec): 3 clusters
  Score: Raw -2058797.261984 + Penalty 4727.902497 = -2054069.359487
  nChanged 169
		SP:Iteration 27Q (8589.070000 sec): 3 clusters
  Score: Raw -2058880.314217 + Penalty 4727.902497 = -2054152.411720
  nChanged 137
		SP:Iteration 28Q (8589.110000 sec): 3 clusters
  Score: Raw -2058949.659288 + Penalty 4727.902497 = -2054221.756791
  nChanged 126
		SP:Iteration 29Q (8589.150000 sec): 3 clusters
  Score: Raw -2059011.525045 + Penalty 4727.902497 = -2054283.622548
  nChanged 120
		SP:Iteration 30Q (8589.190000 sec): 3 clusters
  Score: Raw -2059071.645221 + Penalty 4727.902497 = -2054343.742724
  nChanged 116
		SP:Iteration 31Q (8589.220000 sec): 3 clusters
  Score: Raw -2059130.553926 + Penalty 4727.902497 = -2054402.651429
  nChanged 99
		SP:Iteration 32Q (8589.260000 sec): 3 clusters
  Score: Raw -2059178.481240 + Penalty 4727.902497 = -2054450.578743
  nChanged 76
		SP:Iteration 33Q (8589.300000 sec): 3 clusters
  Score: Raw -2059214.305765 + Penalty 4727.902497 = -2054486.403268
  nChanged 69
		SP:Iteration 34Q (8589.340000 sec): 3 clusters
  Score: Raw -2059243.253203 + Penalty 4727.902497 = -2054515.350705
  nChanged 49
		SP:Iteration 35Q (8589.380000 sec): 3 clusters
  Score: Raw -2059263.660985 + Penalty 4727.902497 = -2054535.758487
  nChanged 41
		SP:Iteration 36Q (8589.420000 sec): 3 clusters
  Score: Raw -2059282.199766 + Penalty 4727.902497 = -2054554.297269
  nChanged 35
		SP:Iteration 37Q (8589.450000 sec): 3 clusters
  Score: Raw -2059298.435672 + Penalty 4727.902497 = -2054570.533175
  nChanged 44
		SP:Iteration 38Q (8589.490000 sec): 3 clusters
  Score: Raw -2059316.456866 + Penalty 4727.902497 = -2054588.554369
  nChanged 40
		SP:Iteration 39Q (8589.530000 sec): 3 clusters
  Score: Raw -2059333.536233 + Penalty 4727.902497 = -2054605.633736
  nChanged 45
		SP:Iteration 40F (8589.580000 sec): 3 clusters
  Score: Raw -2059355.156266 + Penalty 4727.902497 = -2054627.253768
  nChanged 45
		SP:Iteration 41Q (8589.610000 sec): 3 clusters
  Score: Raw -2059375.127868 + Penalty 4727.902497 = -2054647.225371
  nChanged 39
		SP:Iteration 42Q (8589.650000 sec): 3 clusters
  Score: Raw -2059396.681860 + Penalty 4727.902497 = -2054668.779362
  nChanged 30
		SP:Iteration 43Q (8589.690000 sec): 3 clusters
  Score: Raw -2059411.580084 + Penalty 4727.902497 = -2054683.677587
  nChanged 37
		SP:Iteration 44Q (8589.730000 sec): 3 clusters
  Score: Raw -2059433.873568 + Penalty 4727.902497 = -2054705.971071
  nChanged 39
		SP:Iteration 45Q (8589.760000 sec): 3 clusters
  Score: Raw -2059456.344112 + Penalty 4727.902497 = -2054728.441614
  nChanged 35
		SP:Iteration 46Q (8589.800000 sec): 3 clusters
  Score: Raw -2059480.434544 + Penalty 4727.902497 = -2054752.532047
  nChanged 32
		SP:Iteration 47Q (8589.830000 sec): 3 clusters
  Score: Raw -2059497.045468 + Penalty 4727.902497 = -2054769.142971
  nChanged 20
		SP:Iteration 48Q (8589.870000 sec): 3 clusters
  Score: Raw -2059506.509397 + Penalty 4727.902497 = -2054778.606900
  nChanged 17
		SP:Iteration 49Q (8589.910000 sec): 3 clusters
  Score: Raw -2059517.284757 + Penalty 4727.902497 = -2054789.382259
  nChanged 17
		SP:Iteration 50Q (8589.950000 sec): 3 clusters
  Score: Raw -2059527.964759 + Penalty 4727.902497 = -2054800.062262
  nChanged 15
		SP:Iteration 51Q (8589.980000 sec): 3 clusters
  Score: Raw -2059537.705818 + Penalty 4727.902497 = -2054809.803320
  nChanged 21
		SP:Iteration 52Q (8590.020000 sec): 3 clusters
  Score: Raw -2059547.955452 + Penalty 4727.902497 = -2054820.052954
  nChanged 10
		SP:Iteration 53Q (8590.050000 sec): 3 clusters
  Score: Raw -2059556.401109 + Penalty 4727.902497 = -2054828.498612
  nChanged 17
		SP:Iteration 54Q (8590.090000 sec): 3 clusters
  Score: Raw -2059567.394529 + Penalty 4727.902497 = -2054839.492032
  nChanged 11
		SP:Iteration 55Q (8590.130000 sec): 3 clusters
  Score: Raw -2059574.266684 + Penalty 4727.902497 = -2054846.364187
  nChanged 12
		SP:Iteration 56Q (8590.160000 sec): 3 clusters
  Score: Raw -2059580.125622 + Penalty 4727.902497 = -2054852.223125
  nChanged 9
		SP:Iteration 57Q (8590.190000 sec): 3 clusters
  Score: Raw -2059584.078786 + Penalty 4727.902497 = -2054856.176288
  nChanged 6
		SP:Iteration 58Q (8590.230000 sec): 3 clusters
  Score: Raw -2059586.426489 + Penalty 4727.902497 = -2054858.523992
  nChanged 4
		SP:Iteration 59Q (8590.270000 sec): 3 clusters
  Score: Raw -2059588.863223 + Penalty 4727.902497 = -2054860.960726
  nChanged 3
		SP:Iteration 60F (8590.310000 sec): 3 clusters
  Score: Raw -2059591.176050 + Penalty 4727.902497 = -2054863.273553
  nChanged 3
		SP:Iteration 61Q (8590.350000 sec): 3 clusters
  Score: Raw -2059594.036011 + Penalty 4727.902497 = -2054866.133514
  nChanged 2
		SP:Iteration 62Q (8590.390000 sec): 3 clusters
  Score: Raw -2059594.895434 + Penalty 4727.902497 = -2054866.992936
  nChanged 1
		SP:Iteration 63Q (8590.420000 sec): 3 clusters
  Score: Raw -2059595.382298 + Penalty 4727.902497 = -2054867.479801
  nChanged 1
		SP:Iteration 64Q (8590.460000 sec): 3 clusters
  Score: Raw -2059595.587965 + Penalty 4727.902497 = -2054867.685468
  nChanged 1
		SP:Iteration 65Q (8590.490000 sec): 3 clusters
  Score: Raw -2059595.776738 + Penalty 4727.902497 = -2054867.874240
  nChanged 0
		SP:Iteration 66F (8590.540000 sec): 3 clusters
  Score: Raw -2059595.776738 + Penalty 4727.902497 = -2054867.874240
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8590.770000 sec): 2 clusters
  Score: Raw -10201756.024203 + Penalty 2765.905493 = -10198990.118710
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8591.030000 sec): 3 clusters
  Score: Raw -10157854.202462 + Penalty 5531.810985 = -10152322.391477
  nChanged 32444
		SP:Iteration 1F (8591.290000 sec): 3 clusters
  Score: Raw -10176084.039863 + Penalty 5531.810985 = -10170552.228878
  nChanged 2464
		SP:Iteration 2Q (8591.550000 sec): 3 clusters
  Score: Raw -10176728.198930 + Penalty 5531.810985 = -10171196.387945
  nChanged 2733
		SP:Iteration 3Q (8591.810000 sec): 3 clusters
  Score: Raw -10177631.598278 + Penalty 5531.810985 = -10172099.787293
  nChanged 3288
		SP:Iteration 4Q (8592.070000 sec): 3 clusters
  Score: Raw -10179028.415766 + Penalty 5531.810985 = -10173496.604781
  nChanged 4030
		SP:Iteration 5F (8592.320000 sec): 3 clusters
  Score: Raw -10181246.491723 + Penalty 5531.810985 = -10175714.680738
  nChanged 4930
		SP:Iteration 6F (8592.570000 sec): 3 clusters
  Score: Raw -10184686.232901 + Penalty 5531.810985 = -10179154.421916
  nChanged 5425
		SP:Iteration 7F (8592.830000 sec): 3 clusters
  Score: Raw -10188995.702806 + Penalty 5531.810985 = -10183463.891821
  nChanged 5131
		SP:Iteration 8F (8593.080000 sec): 3 clusters
  Score: Raw -10193429.902840 + Penalty 5531.810985 = -10187898.091855
  nChanged 4015
		SP:Iteration 9F (8593.330000 sec): 3 clusters
  Score: Raw -10197007.877051 + Penalty 5531.810985 = -10191476.066066
  nChanged 2718
		SP:Iteration 10Q (8593.590000 sec): 3 clusters
  Score: Raw -10199392.780972 + Penalty 5531.810985 = -10193860.969987
  nChanged 1574
		SP:Iteration 11Q (8593.830000 sec): 3 clusters
  Score: Raw -10200747.910781 + Penalty 5531.810985 = -10195216.099796
  nChanged 805
		SP:Iteration 12Q (8594.050000 sec): 3 clusters
  Score: Raw -10201427.676769 + Penalty 5531.810985 = -10195895.865784
  nChanged 382
		SP:Iteration 13Q (8594.250000 sec): 3 clusters
  Score: Raw -10201753.317312 + Penalty 5531.810985 = -10196221.506327
  nChanged 179
		SP:Iteration 14Q (8594.450000 sec): 3 clusters
  Score: Raw -10201914.973291 + Penalty 5531.810985 = -10196383.162306
  nChanged 112
		SP:Iteration 15Q (8594.630000 sec): 3 clusters
  Score: Raw -10202003.662798 + Penalty 5531.810985 = -10196471.851813
  nChanged 50
		SP:Iteration 16Q (8594.820000 sec): 3 clusters
  Score: Raw -10202047.445463 + Penalty 5531.810985 = -10196515.634478
  nChanged 45
		SP:Iteration 17Q (8595.000000 sec): 3 clusters
  Score: Raw -10202081.865760 + Penalty 5531.810985 = -10196550.054775
  nChanged 27
		SP:Iteration 18Q (8595.180000 sec): 3 clusters
  Score: Raw -10202098.465194 + Penalty 5531.810985 = -10196566.654209
  nChanged 19
		SP:Iteration 19Q (8595.360000 sec): 3 clusters
  Score: Raw -10202108.464179 + Penalty 5531.810985 = -10196576.653194
  nChanged 11
		SP:Iteration 20F (8595.610000 sec): 3 clusters
  Score: Raw -10202117.209980 + Penalty 5531.810985 = -10196585.398995
  nChanged 10
		SP:Iteration 21Q (8595.790000 sec): 3 clusters
  Score: Raw -10202127.468344 + Penalty 5531.810985 = -10196595.657359
  nChanged 13
		SP:Iteration 22Q (8595.970000 sec): 3 clusters
  Score: Raw -10202140.736629 + Penalty 5531.810985 = -10196608.925644
  nChanged 10
		SP:Iteration 23Q (8596.150000 sec): 3 clusters
  Score: Raw -10202147.669322 + Penalty 5531.810985 = -10196615.858337
  nChanged 7
		SP:Iteration 24Q (8596.330000 sec): 3 clusters
  Score: Raw -10202151.814264 + Penalty 5531.810985 = -10196620.003279
  nChanged 3
		SP:Iteration 25Q (8596.510000 sec): 3 clusters
  Score: Raw -10202153.922466 + Penalty 5531.810985 = -10196622.111481
  nChanged 6
		SP:Iteration 26Q (8596.700000 sec): 3 clusters
  Score: Raw -10202159.225316 + Penalty 5531.810985 = -10196627.414331
  nChanged 8
		SP:Iteration 27Q (8596.880000 sec): 3 clusters
  Score: Raw -10202165.074745 + Penalty 5531.810985 = -10196633.263760
  nChanged 6
		SP:Iteration 28Q (8597.060000 sec): 3 clusters
  Score: Raw -10202171.516160 + Penalty 5531.810985 = -10196639.705175
  nChanged 8
		SP:Iteration 29Q (8597.240000 sec): 3 clusters
  Score: Raw -10202177.447959 + Penalty 5531.810985 = -10196645.636974
  nChanged 4
		SP:Iteration 30Q (8597.420000 sec): 3 clusters
  Score: Raw -10202180.061173 + Penalty 5531.810985 = -10196648.250188
  nChanged 2
		SP:Iteration 31Q (8597.600000 sec): 3 clusters
  Score: Raw -10202181.474832 + Penalty 5531.810985 = -10196649.663847
  nChanged 4
		SP:Iteration 32Q (8597.780000 sec): 3 clusters
  Score: Raw -10202184.594685 + Penalty 5531.810985 = -10196652.783700
  nChanged 0
		SP:Iteration 33F (8598.030000 sec): 3 clusters
  Score: Raw -10202184.594685 + Penalty 5531.810985 = -10196652.783700
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8598.060000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8598.070000 sec): 3 clusters
  Score: Raw -385262.278581 + Penalty 3923.652944 = -381338.625637
  nChanged 933
		SP:Iteration 1F (8598.080000 sec): 3 clusters
  Score: Raw -385840.639080 + Penalty 3923.652944 = -381916.986137
  nChanged 190
		SP:Iteration 2F (8598.090000 sec): 3 clusters
  Score: Raw -385975.975828 + Penalty 3923.652944 = -382052.322885
  nChanged 118
		SP:Iteration 3Q (8598.100000 sec): 3 clusters
  Score: Raw -386053.642836 + Penalty 3923.652944 = -382129.989892
  nChanged 91
		SP:Iteration 4Q (8598.110000 sec): 3 clusters
  Score: Raw -386113.211520 + Penalty 3923.652944 = -382189.558577
  nChanged 61
		SP:Iteration 5Q (8598.120000 sec): 3 clusters
  Score: Raw -386145.845252 + Penalty 3923.652944 = -382222.192308
  nChanged 40
		SP:Iteration 6Q (8598.130000 sec): 3 clusters
  Score: Raw -386168.207440 + Penalty 3923.652944 = -382244.554497
  nChanged 41
		SP:Iteration 7Q (8598.140000 sec): 3 clusters
  Score: Raw -386188.642950 + Penalty 3923.652944 = -382264.990006
  nChanged 21
		SP:Iteration 8Q (8598.150000 sec): 3 clusters
  Score: Raw -386199.812693 + Penalty 3923.652944 = -382276.159749
  nChanged 18
		SP:Iteration 9Q (8598.160000 sec): 3 clusters
  Score: Raw -386210.812808 + Penalty 3923.652944 = -382287.159865
  nChanged 18
		SP:Iteration 10Q (8598.170000 sec): 3 clusters
  Score: Raw -386221.854952 + Penalty 3923.652944 = -382298.202009
  nChanged 25
		SP:Iteration 11Q (8598.170000 sec): 3 clusters
  Score: Raw -386237.364769 + Penalty 3923.652944 = -382313.711825
  nChanged 21
		SP:Iteration 12Q (8598.190000 sec): 3 clusters
  Score: Raw -386249.350024 + Penalty 3923.652944 = -382325.697080
  nChanged 17
		SP:Iteration 13Q (8598.190000 sec): 3 clusters
  Score: Raw -386256.896187 + Penalty 3923.652944 = -382333.243243
  nChanged 12
		SP:Iteration 14Q (8598.200000 sec): 3 clusters
  Score: Raw -386263.473043 + Penalty 3923.652944 = -382339.820099
  nChanged 15
		SP:Iteration 15Q (8598.210000 sec): 3 clusters
  Score: Raw -386270.538318 + Penalty 3923.652944 = -382346.885374
  nChanged 10
		SP:Iteration 16Q (8598.220000 sec): 3 clusters
  Score: Raw -386274.386155 + Penalty 3923.652944 = -382350.733211
  nChanged 5
		SP:Iteration 17Q (8598.230000 sec): 3 clusters
  Score: Raw -386276.497997 + Penalty 3923.652944 = -382352.845053
  nChanged 3
		SP:Iteration 18Q (8598.240000 sec): 3 clusters
  Score: Raw -386277.542385 + Penalty 3923.652944 = -382353.889441
  nChanged 4
		SP:Iteration 19Q (8598.250000 sec): 3 clusters
  Score: Raw -386279.081406 + Penalty 3923.652944 = -382355.428463
  nChanged 1
		SP:Iteration 20F (8598.260000 sec): 3 clusters
  Score: Raw -386279.291768 + Penalty 3923.652944 = -382355.638824
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8598.260000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8598.270000 sec): 3 clusters
  Score: Raw -168800.411727 + Penalty 3494.272938 = -165306.138789
  nChanged 308
		SP:Iteration 1F (8598.270000 sec): 3 clusters
  Score: Raw -169093.534811 + Penalty 3494.272938 = -165599.261873
  nChanged 65
		SP:Iteration 2F (8598.270000 sec): 3 clusters
  Score: Raw -169162.705115 + Penalty 3494.272938 = -165668.432177
  nChanged 27
		SP:Iteration 3Q (8598.280000 sec): 3 clusters
  Score: Raw -169195.004949 + Penalty 3494.272938 = -165700.732011
  nChanged 26
		SP:Iteration 4Q (8598.280000 sec): 3 clusters
  Score: Raw -169222.442126 + Penalty 3494.272938 = -165728.169188
  nChanged 15
		SP:Iteration 5Q (8598.290000 sec): 3 clusters
  Score: Raw -169239.280673 + Penalty 3494.272938 = -165745.007734
  nChanged 11
		SP:Iteration 6Q (8598.290000 sec): 3 clusters
  Score: Raw -169256.229200 + Penalty 3494.272938 = -165761.956262
  nChanged 9
		SP:Iteration 7Q (8598.290000 sec): 3 clusters
  Score: Raw -169267.634146 + Penalty 3494.272938 = -165773.361208
  nChanged 2
		SP:Iteration 8Q (8598.300000 sec): 3 clusters
  Score: Raw -169269.360561 + Penalty 3494.272938 = -165775.087623
  nChanged 3
		SP:Iteration 9Q (8598.300000 sec): 3 clusters
  Score: Raw -169272.033732 + Penalty 3494.272938 = -165777.760794
  nChanged 1
		SP:Iteration 10Q (8598.310000 sec): 3 clusters
  Score: Raw -169272.604319 + Penalty 3494.272938 = -165778.331381
  nChanged 1
		SP:Iteration 11Q (8598.310000 sec): 3 clusters
  Score: Raw -169273.032109 + Penalty 3494.272938 = -165778.759171
  nChanged 0
		SP:Iteration 12F (8598.310000 sec): 3 clusters
  Score: Raw -169273.032109 + Penalty 3494.272938 = -165778.759171
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8598.320000 sec): 2 clusters
  Score: Raw -257203.131277 + Penalty 1864.614590 = -255338.516687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8598.330000 sec): 3 clusters
  Score: Raw -256687.296937 + Penalty 3729.229180 = -252958.067758
  nChanged 652
		SP:Iteration 1F (8598.330000 sec): 3 clusters
  Score: Raw -257722.443796 + Penalty 3729.229180 = -253993.214617
  nChanged 263
		SP:Iteration 2F (8598.340000 sec): 3 clusters
  Score: Raw -258308.142265 + Penalty 3729.229180 = -254578.913085
  nChanged 157
		SP:Iteration 3F (8598.350000 sec): 3 clusters
  Score: Raw -258580.806836 + Penalty 3729.229180 = -254851.577656
  nChanged 79
		SP:Iteration 4Q (8598.350000 sec): 3 clusters
  Score: Raw -258694.084897 + Penalty 3729.229180 = -254964.855718
  nChanged 38
		SP:Iteration 5Q (8598.360000 sec): 3 clusters
  Score: Raw -258757.292815 + Penalty 3729.229180 = -255028.063636
  nChanged 31
		SP:Iteration 6Q (8598.370000 sec): 3 clusters
  Score: Raw -258803.759150 + Penalty 3729.229180 = -255074.529971
  nChanged 21
		SP:Iteration 7Q (8598.370000 sec): 3 clusters
  Score: Raw -258827.902506 + Penalty 3729.229180 = -255098.673326
  nChanged 13
		SP:Iteration 8Q (8598.370000 sec): 3 clusters
  Score: Raw -258839.240519 + Penalty 3729.229180 = -255110.011340
  nChanged 8
		SP:Iteration 9Q (8598.380000 sec): 3 clusters
  Score: Raw -258847.149915 + Penalty 3729.229180 = -255117.920736
  nChanged 3
		SP:Iteration 10Q (8598.390000 sec): 3 clusters
  Score: Raw -258849.808666 + Penalty 3729.229180 = -255120.579486
  nChanged 0
		SP:Iteration 11F (8598.390000 sec): 3 clusters
  Score: Raw -258849.808666 + Penalty 3729.229180 = -255120.579486
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10860 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8598.430000 sec): 2 clusters
  Score: Raw -1659453.063701 + Penalty 2304.624715 = -1657148.438986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8598.470000 sec): 3 clusters
  Score: Raw -1653496.287335 + Penalty 4609.249430 = -1648887.037905
  nChanged 4548
		SP:Iteration 1F (8598.510000 sec): 3 clusters
  Score: Raw -1655860.141262 + Penalty 4609.249430 = -1651250.891831
  nChanged 652
		SP:Iteration 2F (8598.540000 sec): 3 clusters
  Score: Raw -1656131.319206 + Penalty 4609.249430 = -1651522.069776
  nChanged 513
		SP:Iteration 3Q (8598.580000 sec): 3 clusters
  Score: Raw -1656317.263854 + Penalty 4609.249430 = -1651708.014423
  nChanged 410
		SP:Iteration 4Q (8598.620000 sec): 3 clusters
  Score: Raw -1656468.063191 + Penalty 4609.249430 = -1651858.813761
  nChanged 361
		SP:Iteration 5Q (8598.650000 sec): 3 clusters
  Score: Raw -1656583.993125 + Penalty 4609.249430 = -1651974.743694
  nChanged 305
		SP:Iteration 6Q (8598.690000 sec): 3 clusters
  Score: Raw -1656679.376979 + Penalty 4609.249430 = -1652070.127549
  nChanged 272
		SP:Iteration 7Q (8598.730000 sec): 3 clusters
  Score: Raw -1656770.158969 + Penalty 4609.249430 = -1652160.909539
  nChanged 260
		SP:Iteration 8Q (8598.770000 sec): 3 clusters
  Score: Raw -1656861.794942 + Penalty 4609.249430 = -1652252.545511
  nChanged 288
		SP:Iteration 9Q (8598.800000 sec): 3 clusters
  Score: Raw -1656968.197300 + Penalty 4609.249430 = -1652358.947870
  nChanged 311
		SP:Iteration 10Q (8598.840000 sec): 3 clusters
  Score: Raw -1657100.498875 + Penalty 4609.249430 = -1652491.249444
  nChanged 363
		SP:Iteration 11Q (8598.880000 sec): 3 clusters
  Score: Raw -1657293.174049 + Penalty 4609.249430 = -1652683.924619
  nChanged 440
		SP:Iteration 12Q (8598.910000 sec): 3 clusters
  Score: Raw -1657566.571864 + Penalty 4609.249430 = -1652957.322434
  nChanged 495
		SP:Iteration 13Q (8598.950000 sec): 3 clusters
  Score: Raw -1657886.491401 + Penalty 4609.249430 = -1653277.241970
  nChanged 520
		SP:Iteration 14Q (8598.990000 sec): 3 clusters
  Score: Raw -1658284.756737 + Penalty 4609.249430 = -1653675.507306
  nChanged 491
		SP:Iteration 15Q (8599.030000 sec): 3 clusters
  Score: Raw -1658694.336574 + Penalty 4609.249430 = -1654085.087144
  nChanged 427
		SP:Iteration 16Q (8599.060000 sec): 3 clusters
  Score: Raw -1659059.234368 + Penalty 4609.249430 = -1654449.984938
  nChanged 312
		SP:Iteration 17Q (8599.100000 sec): 3 clusters
  Score: Raw -1659327.544107 + Penalty 4609.249430 = -1654718.294677
  nChanged 212
		SP:Iteration 18Q (8599.130000 sec): 3 clusters
  Score: Raw -1659514.853643 + Penalty 4609.249430 = -1654905.604213
  nChanged 148
		SP:Iteration 19Q (8599.170000 sec): 3 clusters
  Score: Raw -1659643.334861 + Penalty 4609.249430 = -1655034.085430
  nChanged 94
		SP:Iteration 20F (8599.200000 sec): 3 clusters
  Score: Raw -1659732.649335 + Penalty 4609.249430 = -1655123.399905
  nChanged 66
		SP:Iteration 21Q (8599.230000 sec): 3 clusters
  Score: Raw -1659796.644224 + Penalty 4609.249430 = -1655187.394794
  nChanged 35
		SP:Iteration 22Q (8599.270000 sec): 3 clusters
  Score: Raw -1659829.819797 + Penalty 4609.249430 = -1655220.570367
  nChanged 26
		SP:Iteration 23Q (8599.290000 sec): 3 clusters
  Score: Raw -1659848.638191 + Penalty 4609.249430 = -1655239.388760
  nChanged 17
		SP:Iteration 24Q (8599.320000 sec): 3 clusters
  Score: Raw -1659863.155840 + Penalty 4609.249430 = -1655253.906409
  nChanged 11
		SP:Iteration 25Q (8599.350000 sec): 3 clusters
  Score: Raw -1659871.847998 + Penalty 4609.249430 = -1655262.598568
  nChanged 7
		SP:Iteration 26Q (8599.380000 sec): 3 clusters
  Score: Raw -1659876.984061 + Penalty 4609.249430 = -1655267.734631
  nChanged 6
		SP:Iteration 27Q (8599.410000 sec): 3 clusters
  Score: Raw -1659883.922388 + Penalty 4609.249430 = -1655274.672957
  nChanged 3
		SP:Iteration 28Q (8599.440000 sec): 3 clusters
  Score: Raw -1659885.824316 + Penalty 4609.249430 = -1655276.574885
  nChanged 2
		SP:Iteration 29Q (8599.470000 sec): 3 clusters
  Score: Raw -1659887.884473 + Penalty 4609.249430 = -1655278.635043
  nChanged 2
		SP:Iteration 30Q (8599.500000 sec): 3 clusters
  Score: Raw -1659888.990661 + Penalty 4609.249430 = -1655279.741231
  nChanged 1
		SP:Iteration 31Q (8599.530000 sec): 3 clusters
  Score: Raw -1659889.735083 + Penalty 4609.249430 = -1655280.485652
  nChanged 2
		SP:Iteration 32Q (8599.560000 sec): 3 clusters
  Score: Raw -1659890.647790 + Penalty 4609.249430 = -1655281.398359
  nChanged 2
		SP:Iteration 33Q (8599.590000 sec): 3 clusters
  Score: Raw -1659892.314242 + Penalty 4609.249430 = -1655283.064811
  nChanged 3
		SP:Iteration 34Q (8599.610000 sec): 3 clusters
  Score: Raw -1659894.146766 + Penalty 4609.249430 = -1655284.897336
  nChanged 5
		SP:Iteration 35Q (8599.650000 sec): 3 clusters
  Score: Raw -1659898.504226 + Penalty 4609.249430 = -1655289.254795
  nChanged 2
		SP:Iteration 36Q (8599.670000 sec): 3 clusters
  Score: Raw -1659900.204879 + Penalty 4609.249430 = -1655290.955449
  nChanged 0
		SP:Iteration 37F (8599.710000 sec): 3 clusters
  Score: Raw -1659900.204879 + Penalty 4609.249430 = -1655290.955449
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8599.750000 sec): 2 clusters
  Score: Raw -1984877.391907 + Penalty 2369.515328 = -1982507.876579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8599.800000 sec): 3 clusters
  Score: Raw -1976933.298490 + Penalty 4739.030657 = -1972194.267834
  nChanged 6093
		SP:Iteration 1F (8599.850000 sec): 3 clusters
  Score: Raw -1980289.275030 + Penalty 4739.030657 = -1975550.244373
  nChanged 961
		SP:Iteration 2F (8599.900000 sec): 3 clusters
  Score: Raw -1980755.345344 + Penalty 4739.030657 = -1976016.314687
  nChanged 785
		SP:Iteration 3F (8599.950000 sec): 3 clusters
  Score: Raw -1981135.511189 + Penalty 4739.030657 = -1976396.480533
  nChanged 677
		SP:Iteration 4Q (8599.990000 sec): 3 clusters
  Score: Raw -1981444.320879 + Penalty 4739.030657 = -1976705.290223
  nChanged 659
		SP:Iteration 5Q (8600.040000 sec): 3 clusters
  Score: Raw -1981777.875997 + Penalty 4739.030657 = -1977038.845340
  nChanged 655
		SP:Iteration 6Q (8600.090000 sec): 3 clusters
  Score: Raw -1982153.411884 + Penalty 4739.030657 = -1977414.381227
  nChanged 676
		SP:Iteration 7Q (8600.140000 sec): 3 clusters
  Score: Raw -1982563.159795 + Penalty 4739.030657 = -1977824.129138
  nChanged 628
		SP:Iteration 8Q (8600.190000 sec): 3 clusters
  Score: Raw -1982962.218192 + Penalty 4739.030657 = -1978223.187535
  nChanged 586
		SP:Iteration 9Q (8600.240000 sec): 3 clusters
  Score: Raw -1983368.224993 + Penalty 4739.030657 = -1978629.194336
  nChanged 580
		SP:Iteration 10Q (8600.290000 sec): 3 clusters
  Score: Raw -1983764.168499 + Penalty 4739.030657 = -1979025.137842
  nChanged 469
		SP:Iteration 11Q (8600.330000 sec): 3 clusters
  Score: Raw -1984132.656934 + Penalty 4739.030657 = -1979393.626278
  nChanged 429
		SP:Iteration 12Q (8600.380000 sec): 3 clusters
  Score: Raw -1984488.362000 + Penalty 4739.030657 = -1979749.331343
  nChanged 335
		SP:Iteration 13Q (8600.430000 sec): 3 clusters
  Score: Raw -1984763.608832 + Penalty 4739.030657 = -1980024.578175
  nChanged 261
		SP:Iteration 14Q (8600.470000 sec): 3 clusters
  Score: Raw -1984975.711575 + Penalty 4739.030657 = -1980236.680918
  nChanged 189
		SP:Iteration 15Q (8600.510000 sec): 3 clusters
  Score: Raw -1985111.115147 + Penalty 4739.030657 = -1980372.084490
  nChanged 127
		SP:Iteration 16Q (8600.550000 sec): 3 clusters
  Score: Raw -1985188.011308 + Penalty 4739.030657 = -1980448.980652
  nChanged 90
		SP:Iteration 17Q (8600.590000 sec): 3 clusters
  Score: Raw -1985246.067235 + Penalty 4739.030657 = -1980507.036579
  nChanged 60
		SP:Iteration 18Q (8600.630000 sec): 3 clusters
  Score: Raw -1985290.272259 + Penalty 4739.030657 = -1980551.241602
  nChanged 49
		SP:Iteration 19Q (8600.670000 sec): 3 clusters
  Score: Raw -1985324.056351 + Penalty 4739.030657 = -1980585.025694
  nChanged 29
		SP:Iteration 20F (8600.720000 sec): 3 clusters
  Score: Raw -1985346.072236 + Penalty 4739.030657 = -1980607.041580
  nChanged 26
		SP:Iteration 21Q (8600.760000 sec): 3 clusters
  Score: Raw -1985361.636491 + Penalty 4739.030657 = -1980622.605834
  nChanged 16
		SP:Iteration 22Q (8600.790000 sec): 3 clusters
  Score: Raw -1985370.578786 + Penalty 4739.030657 = -1980631.548129
  nChanged 14
		SP:Iteration 23Q (8600.830000 sec): 3 clusters
  Score: Raw -1985379.487256 + Penalty 4739.030657 = -1980640.456599
  nChanged 8
		SP:Iteration 24Q (8600.870000 sec): 3 clusters
  Score: Raw -1985387.592326 + Penalty 4739.030657 = -1980648.561669
  nChanged 11
		SP:Iteration 25Q (8600.910000 sec): 3 clusters
  Score: Raw -1985394.130745 + Penalty 4739.030657 = -1980655.100089
  nChanged 8
		SP:Iteration 26Q (8600.950000 sec): 3 clusters
  Score: Raw -1985401.154989 + Penalty 4739.030657 = -1980662.124332
  nChanged 9
		SP:Iteration 27Q (8600.980000 sec): 3 clusters
  Score: Raw -1985407.139950 + Penalty 4739.030657 = -1980668.109294
  nChanged 14
		SP:Iteration 28Q (8601.020000 sec): 3 clusters
  Score: Raw -1985418.167293 + Penalty 4739.030657 = -1980679.136637
  nChanged 10
		SP:Iteration 29Q (8601.060000 sec): 3 clusters
  Score: Raw -1985426.153509 + Penalty 4739.030657 = -1980687.122852
  nChanged 9
		SP:Iteration 30Q (8601.090000 sec): 3 clusters
  Score: Raw -1985433.075035 + Penalty 4739.030657 = -1980694.044379
  nChanged 8
		SP:Iteration 31Q (8601.130000 sec): 3 clusters
  Score: Raw -1985437.298087 + Penalty 4739.030657 = -1980698.267430
  nChanged 11
		SP:Iteration 32Q (8601.170000 sec): 3 clusters
  Score: Raw -1985443.469799 + Penalty 4739.030657 = -1980704.439143
  nChanged 10
		SP:Iteration 33Q (8601.200000 sec): 3 clusters
  Score: Raw -1985448.473811 + Penalty 4739.030657 = -1980709.443155
  nChanged 10
		SP:Iteration 34Q (8601.240000 sec): 3 clusters
  Score: Raw -1985455.742143 + Penalty 4739.030657 = -1980716.711486
  nChanged 8
		SP:Iteration 35Q (8601.270000 sec): 3 clusters
  Score: Raw -1985461.832307 + Penalty 4739.030657 = -1980722.801650
  nChanged 12
		SP:Iteration 36Q (8601.310000 sec): 3 clusters
  Score: Raw -1985468.761988 + Penalty 4739.030657 = -1980729.731332
  nChanged 9
		SP:Iteration 37Q (8601.350000 sec): 3 clusters
  Score: Raw -1985474.071390 + Penalty 4739.030657 = -1980735.040734
  nChanged 7
		SP:Iteration 38Q (8601.380000 sec): 3 clusters
  Score: Raw -1985478.349347 + Penalty 4739.030657 = -1980739.318690
  nChanged 6
		SP:Iteration 39Q (8601.420000 sec): 3 clusters
  Score: Raw -1985482.720285 + Penalty 4739.030657 = -1980743.689629
  nChanged 4
		SP:Iteration 40F (8601.470000 sec): 3 clusters
  Score: Raw -1985485.204064 + Penalty 4739.030657 = -1980746.173407
  nChanged 5
		SP:Iteration 41Q (8601.500000 sec): 3 clusters
  Score: Raw -1985489.336241 + Penalty 4739.030657 = -1980750.305585
  nChanged 6
		SP:Iteration 42Q (8601.540000 sec): 3 clusters
  Score: Raw -1985492.311321 + Penalty 4739.030657 = -1980753.280664
  nChanged 1
		SP:Iteration 43Q (8601.570000 sec): 3 clusters
  Score: Raw -1985492.765804 + Penalty 4739.030657 = -1980753.735148
  nChanged 0
		SP:Iteration 44F (8601.620000 sec): 3 clusters
  Score: Raw -1985492.765804 + Penalty 4739.030657 = -1980753.735148
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8601.630000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8601.630000 sec): 3 clusters
  Score: Raw -73227.763819 + Penalty 3074.445443 = -70153.318376
  nChanged 81
		SP:Iteration 1F (8601.630000 sec): 3 clusters
  Score: Raw -73379.344680 + Penalty 3074.445443 = -70304.899237
  nChanged 23
		SP:Iteration 2Q (8601.630000 sec): 3 clusters
  Score: Raw -73437.299580 + Penalty 3074.445443 = -70362.854136
  nChanged 7
		SP:Iteration 3Q (8601.640000 sec): 3 clusters
  Score: Raw -73451.297956 + Penalty 3074.445443 = -70376.852513
  nChanged 2
		SP:Iteration 4Q (8601.640000 sec): 3 clusters
  Score: Raw -73454.527155 + Penalty 3074.445443 = -70380.081711
  nChanged 2
		SP:Iteration 5Q (8601.640000 sec): 3 clusters
  Score: Raw -73460.411300 + Penalty 3074.445443 = -70385.965857
  nChanged 2
		SP:Iteration 6Q (8601.640000 sec): 3 clusters
  Score: Raw -73464.247739 + Penalty 3074.445443 = -70389.802295
  nChanged 0
		SP:Iteration 7F (8601.650000 sec): 3 clusters
  Score: Raw -73464.247739 + Penalty 3074.445443 = -70389.802295
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8601.650000 sec): 2 clusters
  Score: Raw -309815.793004 + Penalty 1905.598267 = -307910.194737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8601.660000 sec): 3 clusters
  Score: Raw -308952.565355 + Penalty 3811.196534 = -305141.368821
  nChanged 715
		SP:Iteration 1F (8601.670000 sec): 3 clusters
  Score: Raw -309448.920265 + Penalty 3811.196534 = -305637.723731
  nChanged 167
		SP:Iteration 2F (8601.670000 sec): 3 clusters
  Score: Raw -309589.926420 + Penalty 3811.196534 = -305778.729885
  nChanged 103
		SP:Iteration 3Q (8601.690000 sec): 3 clusters
  Score: Raw -309660.147335 + Penalty 3811.196534 = -305848.950800
  nChanged 54
		SP:Iteration 4Q (8601.700000 sec): 3 clusters
  Score: Raw -309695.942422 + Penalty 3811.196534 = -305884.745888
  nChanged 33
		SP:Iteration 5Q (8601.700000 sec): 3 clusters
  Score: Raw -309722.394840 + Penalty 3811.196534 = -305911.198306
  nChanged 28
		SP:Iteration 6Q (8601.710000 sec): 3 clusters
  Score: Raw -309743.015237 + Penalty 3811.196534 = -305931.818702
  nChanged 24
		SP:Iteration 7Q (8601.720000 sec): 3 clusters
  Score: Raw -309757.423937 + Penalty 3811.196534 = -305946.227403
  nChanged 17
		SP:Iteration 8Q (8601.720000 sec): 3 clusters
  Score: Raw -309766.763061 + Penalty 3811.196534 = -305955.566527
  nChanged 11
		SP:Iteration 9Q (8601.730000 sec): 3 clusters
  Score: Raw -309776.858044 + Penalty 3811.196534 = -305965.661509
  nChanged 14
		SP:Iteration 10Q (8601.740000 sec): 3 clusters
  Score: Raw -309787.611481 + Penalty 3811.196534 = -305976.414947
  nChanged 13
		SP:Iteration 11Q (8601.750000 sec): 3 clusters
  Score: Raw -309795.871439 + Penalty 3811.196534 = -305984.674904
  nChanged 9
		SP:Iteration 12Q (8601.760000 sec): 3 clusters
  Score: Raw -309802.032063 + Penalty 3811.196534 = -305990.835528
  nChanged 6
		SP:Iteration 13Q (8601.760000 sec): 3 clusters
  Score: Raw -309805.484158 + Penalty 3811.196534 = -305994.287623
  nChanged 6
		SP:Iteration 14Q (8601.770000 sec): 3 clusters
  Score: Raw -309808.603318 + Penalty 3811.196534 = -305997.406784
  nChanged 4
		SP:Iteration 15Q (8601.780000 sec): 3 clusters
  Score: Raw -309810.749345 + Penalty 3811.196534 = -305999.552811
  nChanged 1
		SP:Iteration 16Q (8601.780000 sec): 3 clusters
  Score: Raw -309811.150953 + Penalty 3811.196534 = -305999.954419
  nChanged 1
		SP:Iteration 17Q (8601.790000 sec): 3 clusters
  Score: Raw -309811.706402 + Penalty 3811.196534 = -306000.509868
  nChanged 0
		SP:Iteration 18F (8601.800000 sec): 3 clusters
  Score: Raw -309811.706402 + Penalty 3811.196534 = -306000.509868
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8601.900000 sec): 2 clusters
  Score: Raw -4594677.129706 + Penalty 2568.397217 = -4592108.732489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8602.020000 sec): 3 clusters
  Score: Raw -4575743.437567 + Penalty 5136.794433 = -4570606.643133
  nChanged 14263
		SP:Iteration 1F (8602.130000 sec): 3 clusters
  Score: Raw -4583588.080828 + Penalty 5136.794433 = -4578451.286395
  nChanged 1370
		SP:Iteration 2Q (8602.250000 sec): 3 clusters
  Score: Raw -4584017.299867 + Penalty 5136.794433 = -4578880.505434
  nChanged 1216
		SP:Iteration 3Q (8602.360000 sec): 3 clusters
  Score: Raw -4584423.862186 + Penalty 5136.794433 = -4579287.067753
  nChanged 1202
		SP:Iteration 4Q (8602.480000 sec): 3 clusters
  Score: Raw -4584856.041025 + Penalty 5136.794433 = -4579719.246592
  nChanged 1303
		SP:Iteration 5Q (8602.590000 sec): 3 clusters
  Score: Raw -4585401.737416 + Penalty 5136.794433 = -4580264.942983
  nChanged 1410
		SP:Iteration 6Q (8602.710000 sec): 3 clusters
  Score: Raw -4586081.070565 + Penalty 5136.794433 = -4580944.276132
  nChanged 1684
		SP:Iteration 7F (8602.820000 sec): 3 clusters
  Score: Raw -4587003.184490 + Penalty 5136.794433 = -4581866.390057
  nChanged 1906
		SP:Iteration 8F (8602.930000 sec): 3 clusters
  Score: Raw -4588272.801136 + Penalty 5136.794433 = -4583136.006703
  nChanged 2102
		SP:Iteration 9F (8603.050000 sec): 3 clusters
  Score: Raw -4589819.896074 + Penalty 5136.794433 = -4584683.101641
  nChanged 1958
		SP:Iteration 10F (8603.160000 sec): 3 clusters
  Score: Raw -4591333.351924 + Penalty 5136.794433 = -4586196.557490
  nChanged 1561
		SP:Iteration 11Q (8603.270000 sec): 3 clusters
  Score: Raw -4592457.421847 + Penalty 5136.794433 = -4587320.627413
  nChanged 1114
		SP:Iteration 12Q (8603.380000 sec): 3 clusters
  Score: Raw -4593177.565137 + Penalty 5136.794433 = -4588040.770703
  nChanged 799
		SP:Iteration 13Q (8603.500000 sec): 3 clusters
  Score: Raw -4593663.676597 + Penalty 5136.794433 = -4588526.882164
  nChanged 561
		SP:Iteration 14Q (8603.610000 sec): 3 clusters
  Score: Raw -4594070.081107 + Penalty 5136.794433 = -4588933.286674
  nChanged 409
		SP:Iteration 15Q (8603.720000 sec): 3 clusters
  Score: Raw -4594466.363580 + Penalty 5136.794433 = -4589329.569146
  nChanged 295
		SP:Iteration 16Q (8603.820000 sec): 3 clusters
  Score: Raw -4594861.433719 + Penalty 5136.794433 = -4589724.639285
  nChanged 221
		SP:Iteration 17Q (8603.910000 sec): 3 clusters
  Score: Raw -4595172.492986 + Penalty 5136.794433 = -4590035.698553
  nChanged 192
		SP:Iteration 18Q (8604.000000 sec): 3 clusters
  Score: Raw -4595394.146564 + Penalty 5136.794433 = -4590257.352131
  nChanged 140
		SP:Iteration 19Q (8604.090000 sec): 3 clusters
  Score: Raw -4595510.965761 + Penalty 5136.794433 = -4590374.171328
  nChanged 106
		SP:Iteration 20F (8604.200000 sec): 3 clusters
  Score: Raw -4595574.323809 + Penalty 5136.794433 = -4590437.529376
  nChanged 75
		SP:Iteration 21Q (8604.280000 sec): 3 clusters
  Score: Raw -4595611.184668 + Penalty 5136.794433 = -4590474.390234
  nChanged 63
		SP:Iteration 22Q (8604.360000 sec): 3 clusters
  Score: Raw -4595638.429577 + Penalty 5136.794433 = -4590501.635143
  nChanged 54
		SP:Iteration 23Q (8604.450000 sec): 3 clusters
  Score: Raw -4595658.043914 + Penalty 5136.794433 = -4590521.249481
  nChanged 33
		SP:Iteration 24Q (8604.530000 sec): 3 clusters
  Score: Raw -4595670.246551 + Penalty 5136.794433 = -4590533.452117
  nChanged 24
		SP:Iteration 25Q (8604.610000 sec): 3 clusters
  Score: Raw -4595679.386749 + Penalty 5136.794433 = -4590542.592315
  nChanged 29
		SP:Iteration 26Q (8604.700000 sec): 3 clusters
  Score: Raw -4595687.921830 + Penalty 5136.794433 = -4590551.127397
  nChanged 24
		SP:Iteration 27Q (8604.780000 sec): 3 clusters
  Score: Raw -4595695.966250 + Penalty 5136.794433 = -4590559.171816
  nChanged 19
		SP:Iteration 28Q (8604.860000 sec): 3 clusters
  Score: Raw -4595700.040292 + Penalty 5136.794433 = -4590563.245859
  nChanged 10
		SP:Iteration 29Q (8604.940000 sec): 3 clusters
  Score: Raw -4595702.190091 + Penalty 5136.794433 = -4590565.395658
  nChanged 6
		SP:Iteration 30Q (8605.030000 sec): 3 clusters
  Score: Raw -4595703.796355 + Penalty 5136.794433 = -4590567.001922
  nChanged 6
		SP:Iteration 31Q (8605.110000 sec): 3 clusters
  Score: Raw -4595704.940848 + Penalty 5136.794433 = -4590568.146415
  nChanged 6
		SP:Iteration 32Q (8605.190000 sec): 3 clusters
  Score: Raw -4595706.235293 + Penalty 5136.794433 = -4590569.440860
  nChanged 7
		SP:Iteration 33Q (8605.280000 sec): 3 clusters
  Score: Raw -4595707.682862 + Penalty 5136.794433 = -4590570.888428
  nChanged 7
		SP:Iteration 34Q (8605.360000 sec): 3 clusters
  Score: Raw -4595709.796049 + Penalty 5136.794433 = -4590573.001616
  nChanged 5
		SP:Iteration 35Q (8605.440000 sec): 3 clusters
  Score: Raw -4595710.678767 + Penalty 5136.794433 = -4590573.884333
  nChanged 2
		SP:Iteration 36Q (8605.530000 sec): 3 clusters
  Score: Raw -4595711.115328 + Penalty 5136.794433 = -4590574.320895
  nChanged 2
		SP:Iteration 37Q (8605.610000 sec): 3 clusters
  Score: Raw -4595711.399070 + Penalty 5136.794433 = -4590574.604637
  nChanged 4
		SP:Iteration 38Q (8605.700000 sec): 3 clusters
  Score: Raw -4595712.016438 + Penalty 5136.794433 = -4590575.222005
  nChanged 2
		SP:Iteration 39Q (8605.780000 sec): 3 clusters
  Score: Raw -4595712.278905 + Penalty 5136.794433 = -4590575.484472
  nChanged 0
		SP:Iteration 40F (8605.890000 sec): 3 clusters
  Score: Raw -4595712.278905 + Penalty 5136.794433 = -4590575.484472
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8606.210000 sec): 2 clusters
  Score: Raw -14339023.494785 + Penalty 2851.716528 = -14336171.778257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8606.570000 sec): 3 clusters
  Score: Raw -14275811.723985 + Penalty 5703.433055 = -14270108.290929
  nChanged 46563
		SP:Iteration 1F (8606.930000 sec): 3 clusters
  Score: Raw -14302645.951347 + Penalty 5703.433055 = -14296942.518292
  nChanged 3630
		SP:Iteration 2Q (8607.290000 sec): 3 clusters
  Score: Raw -14303693.061976 + Penalty 5703.433055 = -14297989.628921
  nChanged 3967
		SP:Iteration 3Q (8607.660000 sec): 3 clusters
  Score: Raw -14305057.592536 + Penalty 5703.433055 = -14299354.159481
  nChanged 4632
		SP:Iteration 4Q (8608.030000 sec): 3 clusters
  Score: Raw -14306983.557298 + Penalty 5703.433055 = -14301280.124243
  nChanged 5477
		SP:Iteration 5F (8608.390000 sec): 3 clusters
  Score: Raw -14309759.898947 + Penalty 5703.433055 = -14304056.465891
  nChanged 6098
		SP:Iteration 6F (8608.740000 sec): 3 clusters
  Score: Raw -14313156.440742 + Penalty 5703.433055 = -14307453.007686
  nChanged 6139
		SP:Iteration 7F (8609.100000 sec): 3 clusters
  Score: Raw -14316804.315104 + Penalty 5703.433055 = -14311100.882049
  nChanged 5993
		SP:Iteration 8F (8609.460000 sec): 3 clusters
  Score: Raw -14320500.832078 + Penalty 5703.433055 = -14314797.399022
  nChanged 5244
		SP:Iteration 9F (8609.830000 sec): 3 clusters
  Score: Raw -14323808.598458 + Penalty 5703.433055 = -14318105.165403
  nChanged 4484
		SP:Iteration 10Q (8610.200000 sec): 3 clusters
  Score: Raw -14326861.853521 + Penalty 5703.433055 = -14321158.420466
  nChanged 3853
		SP:Iteration 11Q (8610.560000 sec): 3 clusters
  Score: Raw -14329581.821472 + Penalty 5703.433055 = -14323878.388416
  nChanged 3175
		SP:Iteration 12Q (8610.910000 sec): 3 clusters
  Score: Raw -14331882.134597 + Penalty 5703.433055 = -14326178.701542
  nChanged 2535
		SP:Iteration 13Q (8611.250000 sec): 3 clusters
  Score: Raw -14333686.674300 + Penalty 5703.433055 = -14327983.241245
  nChanged 1936
		SP:Iteration 14Q (8611.570000 sec): 3 clusters
  Score: Raw -14335049.050535 + Penalty 5703.433055 = -14329345.617480
  nChanged 1568
		SP:Iteration 15Q (8611.880000 sec): 3 clusters
  Score: Raw -14336152.344728 + Penalty 5703.433055 = -14330448.911673
  nChanged 1218
		SP:Iteration 16Q (8612.170000 sec): 3 clusters
  Score: Raw -14336996.282352 + Penalty 5703.433055 = -14331292.849297
  nChanged 955
		SP:Iteration 17Q (8612.460000 sec): 3 clusters
  Score: Raw -14337643.986877 + Penalty 5703.433055 = -14331940.553822
  nChanged 715
		SP:Iteration 18Q (8612.740000 sec): 3 clusters
  Score: Raw -14338111.028879 + Penalty 5703.433055 = -14332407.595824
  nChanged 593
		SP:Iteration 19Q (8613.020000 sec): 3 clusters
  Score: Raw -14338482.847107 + Penalty 5703.433055 = -14332779.414051
  nChanged 492
		SP:Iteration 20F (8613.370000 sec): 3 clusters
  Score: Raw -14338779.206153 + Penalty 5703.433055 = -14333075.773098
  nChanged 410
		SP:Iteration 21Q (8613.640000 sec): 3 clusters
  Score: Raw -14339000.399805 + Penalty 5703.433055 = -14333296.966750
  nChanged 347
		SP:Iteration 22Q (8613.910000 sec): 3 clusters
  Score: Raw -14339176.786390 + Penalty 5703.433055 = -14333473.353335
  nChanged 273
		SP:Iteration 23Q (8614.170000 sec): 3 clusters
  Score: Raw -14339288.749225 + Penalty 5703.433055 = -14333585.316170
  nChanged 216
		SP:Iteration 24Q (8614.440000 sec): 3 clusters
  Score: Raw -14339383.998943 + Penalty 5703.433055 = -14333680.565888
  nChanged 185
		SP:Iteration 25Q (8614.710000 sec): 3 clusters
  Score: Raw -14339453.118138 + Penalty 5703.433055 = -14333749.685083
  nChanged 156
		SP:Iteration 26Q (8614.970000 sec): 3 clusters
  Score: Raw -14339508.705923 + Penalty 5703.433055 = -14333805.272868
  nChanged 150
		SP:Iteration 27Q (8615.240000 sec): 3 clusters
  Score: Raw -14339560.867351 + Penalty 5703.433055 = -14333857.434295
  nChanged 116
		SP:Iteration 28Q (8615.500000 sec): 3 clusters
  Score: Raw -14339599.875377 + Penalty 5703.433055 = -14333896.442322
  nChanged 113
		SP:Iteration 29Q (8615.760000 sec): 3 clusters
  Score: Raw -14339635.965520 + Penalty 5703.433055 = -14333932.532465
  nChanged 98
		SP:Iteration 30Q (8616.030000 sec): 3 clusters
  Score: Raw -14339669.841919 + Penalty 5703.433055 = -14333966.408864
  nChanged 86
		SP:Iteration 31Q (8616.290000 sec): 3 clusters
  Score: Raw -14339699.123502 + Penalty 5703.433055 = -14333995.690447
  nChanged 84
		SP:Iteration 32Q (8616.550000 sec): 3 clusters
  Score: Raw -14339723.942044 + Penalty 5703.433055 = -14334020.508988
  nChanged 71
		SP:Iteration 33Q (8616.810000 sec): 3 clusters
  Score: Raw -14339742.593057 + Penalty 5703.433055 = -14334039.160002
  nChanged 53
		SP:Iteration 34Q (8617.080000 sec): 3 clusters
  Score: Raw -14339758.635832 + Penalty 5703.433055 = -14334055.202777
  nChanged 54
		SP:Iteration 35Q (8617.340000 sec): 3 clusters
  Score: Raw -14339772.521873 + Penalty 5703.433055 = -14334069.088818
  nChanged 39
		SP:Iteration 36Q (8617.600000 sec): 3 clusters
  Score: Raw -14339783.167948 + Penalty 5703.433055 = -14334079.734892
  nChanged 37
		SP:Iteration 37Q (8617.860000 sec): 3 clusters
  Score: Raw -14339791.472518 + Penalty 5703.433055 = -14334088.039463
  nChanged 31
		SP:Iteration 38Q (8618.120000 sec): 3 clusters
  Score: Raw -14339798.120960 + Penalty 5703.433055 = -14334094.687905
  nChanged 28
		SP:Iteration 39Q (8618.380000 sec): 3 clusters
  Score: Raw -14339805.582755 + Penalty 5703.433055 = -14334102.149700
  nChanged 27
		SP:Iteration 40F (8618.730000 sec): 3 clusters
  Score: Raw -14339811.124812 + Penalty 5703.433055 = -14334107.691756
  nChanged 22
		SP:Iteration 41Q (8618.990000 sec): 3 clusters
  Score: Raw -14339815.574630 + Penalty 5703.433055 = -14334112.141575
  nChanged 23
		SP:Iteration 42Q (8619.250000 sec): 3 clusters
  Score: Raw -14339819.785102 + Penalty 5703.433055 = -14334116.352047
  nChanged 12
		SP:Iteration 43Q (8619.510000 sec): 3 clusters
  Score: Raw -14339822.248392 + Penalty 5703.433055 = -14334118.815337
  nChanged 11
		SP:Iteration 44Q (8619.770000 sec): 3 clusters
  Score: Raw -14339825.003833 + Penalty 5703.433055 = -14334121.570778
  nChanged 13
		SP:Iteration 45Q (8620.030000 sec): 3 clusters
  Score: Raw -14339827.577562 + Penalty 5703.433055 = -14334124.144507
  nChanged 16
		SP:Iteration 46Q (8620.290000 sec): 3 clusters
  Score: Raw -14339831.655601 + Penalty 5703.433055 = -14334128.222546
  nChanged 24
		SP:Iteration 47Q (8620.550000 sec): 3 clusters
  Score: Raw -14339836.185791 + Penalty 5703.433055 = -14334132.752736
  nChanged 11
		SP:Iteration 48Q (8620.810000 sec): 3 clusters
  Score: Raw -14339838.409020 + Penalty 5703.433055 = -14334134.975964
  nChanged 11
		SP:Iteration 49Q (8621.070000 sec): 3 clusters
  Score: Raw -14339841.319578 + Penalty 5703.433055 = -14334137.886523
  nChanged 11
		SP:Iteration 50Q (8621.330000 sec): 3 clusters
  Score: Raw -14339844.448240 + Penalty 5703.433055 = -14334141.015185
  nChanged 12
		SP:Iteration 51Q (8621.590000 sec): 3 clusters
  Score: Raw -14339846.342668 + Penalty 5703.433055 = -14334142.909613
  nChanged 14
		SP:Iteration 52Q (8621.850000 sec): 3 clusters
  Score: Raw -14339851.225659 + Penalty 5703.433055 = -14334147.792604
  nChanged 18
		SP:Iteration 53Q (8622.110000 sec): 3 clusters
  Score: Raw -14339854.537404 + Penalty 5703.433055 = -14334151.104349
  nChanged 11
		SP:Iteration 54Q (8622.370000 sec): 3 clusters
  Score: Raw -14339857.185341 + Penalty 5703.433055 = -14334153.752286
  nChanged 13
		SP:Iteration 55Q (8622.630000 sec): 3 clusters
  Score: Raw -14339859.575232 + Penalty 5703.433055 = -14334156.142177
  nChanged 9
		SP:Iteration 56Q (8622.890000 sec): 3 clusters
  Score: Raw -14339861.281913 + Penalty 5703.433055 = -14334157.848858
  nChanged 10
		SP:Iteration 57Q (8623.150000 sec): 3 clusters
  Score: Raw -14339863.416949 + Penalty 5703.433055 = -14334159.983894
  nChanged 10
		SP:Iteration 58Q (8623.410000 sec): 3 clusters
  Score: Raw -14339865.937296 + Penalty 5703.433055 = -14334162.504241
  nChanged 11
		SP:Iteration 59Q (8623.670000 sec): 3 clusters
  Score: Raw -14339867.824455 + Penalty 5703.433055 = -14334164.391400
  nChanged 9
		SP:Iteration 60F (8624.020000 sec): 3 clusters
  Score: Raw -14339870.297577 + Penalty 5703.433055 = -14334166.864522
  nChanged 7
		SP:Iteration 61Q (8624.280000 sec): 3 clusters
  Score: Raw -14339873.332104 + Penalty 5703.433055 = -14334169.899048
  nChanged 12
		SP:Iteration 62Q (8624.540000 sec): 3 clusters
  Score: Raw -14339875.935633 + Penalty 5703.433055 = -14334172.502578
  nChanged 12
		SP:Iteration 63Q (8624.810000 sec): 3 clusters
  Score: Raw -14339877.866255 + Penalty 5703.433055 = -14334174.433200
  nChanged 9
		SP:Iteration 64Q (8625.070000 sec): 3 clusters
  Score: Raw -14339880.212612 + Penalty 5703.433055 = -14334176.779557
  nChanged 9
		SP:Iteration 65Q (8625.330000 sec): 3 clusters
  Score: Raw -14339883.188916 + Penalty 5703.433055 = -14334179.755861
  nChanged 11
		SP:Iteration 66Q (8625.590000 sec): 3 clusters
  Score: Raw -14339885.338490 + Penalty 5703.433055 = -14334181.905435
  nChanged 6
		SP:Iteration 67Q (8625.860000 sec): 3 clusters
  Score: Raw -14339886.582058 + Penalty 5703.433055 = -14334183.149003
  nChanged 10
		SP:Iteration 68Q (8626.130000 sec): 3 clusters
  Score: Raw -14339888.964068 + Penalty 5703.433055 = -14334185.531013
  nChanged 3
		SP:Iteration 69Q (8626.380000 sec): 3 clusters
  Score: Raw -14339889.903827 + Penalty 5703.433055 = -14334186.470772
  nChanged 6
		SP:Iteration 70Q (8626.650000 sec): 3 clusters
  Score: Raw -14339891.143667 + Penalty 5703.433055 = -14334187.710612
  nChanged 4
		SP:Iteration 71Q (8626.910000 sec): 3 clusters
  Score: Raw -14339891.732183 + Penalty 5703.433055 = -14334188.299127
  nChanged 2
		SP:Iteration 72Q (8627.170000 sec): 3 clusters
  Score: Raw -14339892.018494 + Penalty 5703.433055 = -14334188.585439
  nChanged 1
		SP:Iteration 73Q (8627.440000 sec): 3 clusters
  Score: Raw -14339892.356438 + Penalty 5703.433055 = -14334188.923382
  nChanged 1
		SP:Iteration 74Q (8627.700000 sec): 3 clusters
  Score: Raw -14339892.652568 + Penalty 5703.433055 = -14334189.219512
  nChanged 3
		SP:Iteration 75Q (8627.960000 sec): 3 clusters
  Score: Raw -14339893.271260 + Penalty 5703.433055 = -14334189.838205
  nChanged 2
		SP:Iteration 76Q (8628.230000 sec): 3 clusters
  Score: Raw -14339894.430791 + Penalty 5703.433055 = -14334190.997736
  nChanged 5
		SP:Iteration 77Q (8628.490000 sec): 3 clusters
  Score: Raw -14339896.042511 + Penalty 5703.433055 = -14334192.609456
  nChanged 4
		SP:Iteration 78Q (8628.750000 sec): 3 clusters
  Score: Raw -14339896.769154 + Penalty 5703.433055 = -14334193.336098
  nChanged 3
		SP:Iteration 79Q (8629.010000 sec): 3 clusters
  Score: Raw -14339897.136433 + Penalty 5703.433055 = -14334193.703378
  nChanged 2
		SP:Iteration 80F (8629.370000 sec): 3 clusters
  Score: Raw -14339897.785258 + Penalty 5703.433055 = -14334194.352203
  nChanged 3
		SP:Iteration 81Q (8629.640000 sec): 3 clusters
  Score: Raw -14339898.408915 + Penalty 5703.433055 = -14334194.975860
  nChanged 3
		SP:Iteration 82Q (8629.900000 sec): 3 clusters
  Score: Raw -14339898.726928 + Penalty 5703.433055 = -14334195.293873
  nChanged 2
		SP:Iteration 83Q (8630.170000 sec): 3 clusters
  Score: Raw -14339899.071412 + Penalty 5703.433055 = -14334195.638356
  nChanged 2
		SP:Iteration 84Q (8630.430000 sec): 3 clusters
  Score: Raw -14339899.231520 + Penalty 5703.433055 = -14334195.798465
  nChanged 3
		SP:Iteration 85Q (8630.690000 sec): 3 clusters
  Score: Raw -14339899.613392 + Penalty 5703.433055 = -14334196.180337
  nChanged 3
		SP:Iteration 86Q (8630.960000 sec): 3 clusters
  Score: Raw -14339900.024877 + Penalty 5703.433055 = -14334196.591822
  nChanged 3
		SP:Iteration 87Q (8631.220000 sec): 3 clusters
  Score: Raw -14339900.628882 + Penalty 5703.433055 = -14334197.195827
  nChanged 1
		SP:Iteration 88Q (8631.490000 sec): 3 clusters
  Score: Raw -14339900.746815 + Penalty 5703.433055 = -14334197.313760
  nChanged 0
		SP:Iteration 89F (8631.850000 sec): 3 clusters
  Score: Raw -14339900.746815 + Penalty 5703.433055 = -14334197.313760
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8631.980000 sec): 2 clusters
  Score: Raw -5651717.706007 + Penalty 2605.046030 = -5649112.659977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8632.120000 sec): 3 clusters
  Score: Raw -5629487.393411 + Penalty 5210.092060 = -5624277.301351
  nChanged 16538
		SP:Iteration 1F (8632.250000 sec): 3 clusters
  Score: Raw -5638441.093932 + Penalty 5210.092060 = -5633231.001871
  nChanged 1612
		SP:Iteration 2Q (8632.390000 sec): 3 clusters
  Score: Raw -5638923.754111 + Penalty 5210.092060 = -5633713.662050
  nChanged 1412
		SP:Iteration 3Q (8632.530000 sec): 3 clusters
  Score: Raw -5639359.996841 + Penalty 5210.092060 = -5634149.904781
  nChanged 1362
		SP:Iteration 4Q (8632.660000 sec): 3 clusters
  Score: Raw -5639809.926694 + Penalty 5210.092060 = -5634599.834634
  nChanged 1387
		SP:Iteration 5Q (8632.800000 sec): 3 clusters
  Score: Raw -5640326.116530 + Penalty 5210.092060 = -5635116.024469
  nChanged 1419
		SP:Iteration 6Q (8632.930000 sec): 3 clusters
  Score: Raw -5640942.181279 + Penalty 5210.092060 = -5635732.089219
  nChanged 1610
		SP:Iteration 7Q (8633.070000 sec): 3 clusters
  Score: Raw -5641795.178242 + Penalty 5210.092060 = -5636585.086182
  nChanged 1891
		SP:Iteration 8F (8633.210000 sec): 3 clusters
  Score: Raw -5642975.523426 + Penalty 5210.092060 = -5637765.431365
  nChanged 2135
		SP:Iteration 9F (8633.340000 sec): 3 clusters
  Score: Raw -5644520.872899 + Penalty 5210.092060 = -5639310.780839
  nChanged 2235
		SP:Iteration 10F (8633.470000 sec): 3 clusters
  Score: Raw -5646249.447148 + Penalty 5210.092060 = -5641039.355088
  nChanged 2175
		SP:Iteration 11F (8633.610000 sec): 3 clusters
  Score: Raw -5648045.065111 + Penalty 5210.092060 = -5642834.973051
  nChanged 1862
		SP:Iteration 12F (8633.740000 sec): 3 clusters
  Score: Raw -5649616.656866 + Penalty 5210.092060 = -5644406.564806
  nChanged 1284
		SP:Iteration 13Q (8633.850000 sec): 3 clusters
  Score: Raw -5650682.451671 + Penalty 5210.092060 = -5645472.359610
  nChanged 709
		SP:Iteration 14Q (8633.960000 sec): 3 clusters
  Score: Raw -5651227.230249 + Penalty 5210.092060 = -5646017.138188
  nChanged 379
		SP:Iteration 15Q (8634.070000 sec): 3 clusters
  Score: Raw -5651541.207093 + Penalty 5210.092060 = -5646331.115032
  nChanged 224
		SP:Iteration 16Q (8634.170000 sec): 3 clusters
  Score: Raw -5651731.694070 + Penalty 5210.092060 = -5646521.602010
  nChanged 139
		SP:Iteration 17Q (8634.270000 sec): 3 clusters
  Score: Raw -5651842.725847 + Penalty 5210.092060 = -5646632.633786
  nChanged 84
		SP:Iteration 18Q (8634.360000 sec): 3 clusters
  Score: Raw -5651909.262901 + Penalty 5210.092060 = -5646699.170840
  nChanged 44
		SP:Iteration 19Q (8634.450000 sec): 3 clusters
  Score: Raw -5651942.282982 + Penalty 5210.092060 = -5646732.190922
  nChanged 35
		SP:Iteration 20F (8634.590000 sec): 3 clusters
  Score: Raw -5651980.186626 + Penalty 5210.092060 = -5646770.094565
  nChanged 24
		SP:Iteration 21Q (8634.680000 sec): 3 clusters
  Score: Raw -5652004.361936 + Penalty 5210.092060 = -5646794.269875
  nChanged 19
		SP:Iteration 22Q (8634.770000 sec): 3 clusters
  Score: Raw -5652019.242404 + Penalty 5210.092060 = -5646809.150343
  nChanged 14
		SP:Iteration 23Q (8634.860000 sec): 3 clusters
  Score: Raw -5652030.266318 + Penalty 5210.092060 = -5646820.174258
  nChanged 12
		SP:Iteration 24Q (8634.950000 sec): 3 clusters
  Score: Raw -5652042.184714 + Penalty 5210.092060 = -5646832.092654
  nChanged 9
		SP:Iteration 25Q (8635.040000 sec): 3 clusters
  Score: Raw -5652048.839113 + Penalty 5210.092060 = -5646838.747053
  nChanged 6
		SP:Iteration 26Q (8635.130000 sec): 3 clusters
  Score: Raw -5652054.444652 + Penalty 5210.092060 = -5646844.352592
  nChanged 5
		SP:Iteration 27Q (8635.230000 sec): 3 clusters
  Score: Raw -5652058.357131 + Penalty 5210.092060 = -5646848.265070
  nChanged 5
		SP:Iteration 28Q (8635.310000 sec): 3 clusters
  Score: Raw -5652062.784878 + Penalty 5210.092060 = -5646852.692818
  nChanged 4
		SP:Iteration 29Q (8635.410000 sec): 3 clusters
  Score: Raw -5652066.163243 + Penalty 5210.092060 = -5646856.071183
  nChanged 0
		SP:Iteration 30F (8635.540000 sec): 3 clusters
  Score: Raw -5652066.163243 + Penalty 5210.092060 = -5646856.071183
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8635.860000 sec): 2 clusters
  Score: Raw -14570628.045756 + Penalty 2851.799513 = -14567776.246243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8636.230000 sec): 3 clusters
  Score: Raw -14507459.639684 + Penalty 5703.599026 = -14501756.040658
  nChanged 46767
		SP:Iteration 1F (8636.600000 sec): 3 clusters
  Score: Raw -14534264.046476 + Penalty 5703.599026 = -14528560.447449
  nChanged 3725
		SP:Iteration 2Q (8636.980000 sec): 3 clusters
  Score: Raw -14535406.673586 + Penalty 5703.599026 = -14529703.074559
  nChanged 4399
		SP:Iteration 3Q (8637.350000 sec): 3 clusters
  Score: Raw -14537142.740354 + Penalty 5703.599026 = -14531439.141327
  nChanged 5645
		SP:Iteration 4F (8637.710000 sec): 3 clusters
  Score: Raw -14540086.777781 + Penalty 5703.599026 = -14534383.178754
  nChanged 7116
		SP:Iteration 5F (8638.070000 sec): 3 clusters
  Score: Raw -14544829.776756 + Penalty 5703.599026 = -14539126.177729
  nChanged 8057
		SP:Iteration 6F (8638.440000 sec): 3 clusters
  Score: Raw -14551152.246386 + Penalty 5703.599026 = -14545448.647359
  nChanged 7712
		SP:Iteration 7F (8638.810000 sec): 3 clusters
  Score: Raw -14557661.095999 + Penalty 5703.599026 = -14551957.496973
  nChanged 6112
		SP:Iteration 8F (8639.170000 sec): 3 clusters
  Score: Raw -14562974.002759 + Penalty 5703.599026 = -14557270.403733
  nChanged 4100
		SP:Iteration 9Q (8639.540000 sec): 3 clusters
  Score: Raw -14566494.711574 + Penalty 5703.599026 = -14560791.112547
  nChanged 2471
		SP:Iteration 10Q (8639.900000 sec): 3 clusters
  Score: Raw -14568675.453657 + Penalty 5703.599026 = -14562971.854630
  nChanged 1302
		SP:Iteration 11Q (8640.230000 sec): 3 clusters
  Score: Raw -14569857.910194 + Penalty 5703.599026 = -14564154.311167
  nChanged 642
		SP:Iteration 12Q (8640.530000 sec): 3 clusters
  Score: Raw -14570494.844469 + Penalty 5703.599026 = -14564791.245443
  nChanged 320
		SP:Iteration 13Q (8640.820000 sec): 3 clusters
  Score: Raw -14570786.757800 + Penalty 5703.599026 = -14565083.158774
  nChanged 189
		SP:Iteration 14Q (8641.090000 sec): 3 clusters
  Score: Raw -14570945.253767 + Penalty 5703.599026 = -14565241.654741
  nChanged 104
		SP:Iteration 15Q (8641.350000 sec): 3 clusters
  Score: Raw -14571021.779215 + Penalty 5703.599026 = -14565318.180189
  nChanged 60
		SP:Iteration 16Q (8641.620000 sec): 3 clusters
  Score: Raw -14571065.626552 + Penalty 5703.599026 = -14565362.027526
  nChanged 44
		SP:Iteration 17Q (8641.880000 sec): 3 clusters
  Score: Raw -14571091.898794 + Penalty 5703.599026 = -14565388.299768
  nChanged 23
		SP:Iteration 18Q (8642.140000 sec): 3 clusters
  Score: Raw -14571107.335893 + Penalty 5703.599026 = -14565403.736866
  nChanged 27
		SP:Iteration 19Q (8642.410000 sec): 3 clusters
  Score: Raw -14571120.259586 + Penalty 5703.599026 = -14565416.660559
  nChanged 11
		SP:Iteration 20F (8642.760000 sec): 3 clusters
  Score: Raw -14571126.421567 + Penalty 5703.599026 = -14565422.822541
  nChanged 6
		SP:Iteration 21Q (8643.020000 sec): 3 clusters
  Score: Raw -14571130.291689 + Penalty 5703.599026 = -14565426.692662
  nChanged 6
		SP:Iteration 22Q (8643.280000 sec): 3 clusters
  Score: Raw -14571133.623429 + Penalty 5703.599026 = -14565430.024403
  nChanged 8
		SP:Iteration 23Q (8643.550000 sec): 3 clusters
  Score: Raw -14571138.963341 + Penalty 5703.599026 = -14565435.364314
  nChanged 4
		SP:Iteration 24Q (8643.810000 sec): 3 clusters
  Score: Raw -14571142.237282 + Penalty 5703.599026 = -14565438.638256
  nChanged 4
		SP:Iteration 25Q (8644.060000 sec): 3 clusters
  Score: Raw -14571143.690638 + Penalty 5703.599026 = -14565440.091612
  nChanged 4
		SP:Iteration 26Q (8644.310000 sec): 3 clusters
  Score: Raw -14571145.765479 + Penalty 5703.599026 = -14565442.166453
  nChanged 3
		SP:Iteration 27Q (8644.570000 sec): 3 clusters
  Score: Raw -14571148.112063 + Penalty 5703.599026 = -14565444.513037
  nChanged 3
		SP:Iteration 28Q (8644.830000 sec): 3 clusters
  Score: Raw -14571150.209796 + Penalty 5703.599026 = -14565446.610769
  nChanged 3
		SP:Iteration 29Q (8645.090000 sec): 3 clusters
  Score: Raw -14571151.923637 + Penalty 5703.599026 = -14565448.324611
  nChanged 3
		SP:Iteration 30Q (8645.350000 sec): 3 clusters
  Score: Raw -14571153.698967 + Penalty 5703.599026 = -14565450.099941
  nChanged 3
		SP:Iteration 31Q (8645.610000 sec): 3 clusters
  Score: Raw -14571155.928790 + Penalty 5703.599026 = -14565452.329763
  nChanged 6
		SP:Iteration 32Q (8645.870000 sec): 3 clusters
  Score: Raw -14571158.531318 + Penalty 5703.599026 = -14565454.932291
  nChanged 4
		SP:Iteration 33Q (8646.130000 sec): 3 clusters
  Score: Raw -14571161.009527 + Penalty 5703.599026 = -14565457.410500
  nChanged 5
		SP:Iteration 34Q (8646.390000 sec): 3 clusters
  Score: Raw -14571164.736634 + Penalty 5703.599026 = -14565461.137607
  nChanged 7
		SP:Iteration 35Q (8646.650000 sec): 3 clusters
  Score: Raw -14571168.086575 + Penalty 5703.599026 = -14565464.487549
  nChanged 7
		SP:Iteration 36Q (8646.910000 sec): 3 clusters
  Score: Raw -14571172.766181 + Penalty 5703.599026 = -14565469.167154
  nChanged 5
		SP:Iteration 37Q (8647.180000 sec): 3 clusters
  Score: Raw -14571175.907906 + Penalty 5703.599026 = -14565472.308879
  nChanged 5
		SP:Iteration 38Q (8647.440000 sec): 3 clusters
  Score: Raw -14571178.638211 + Penalty 5703.599026 = -14565475.039185
  nChanged 3
		SP:Iteration 39Q (8647.700000 sec): 3 clusters
  Score: Raw -14571179.975569 + Penalty 5703.599026 = -14565476.376543
  nChanged 3
		SP:Iteration 40F (8648.060000 sec): 3 clusters
  Score: Raw -14571180.760744 + Penalty 5703.599026 = -14565477.161718
  nChanged 1
		SP:Iteration 41Q (8648.320000 sec): 3 clusters
  Score: Raw -14571181.544613 + Penalty 5703.599026 = -14565477.945586
  nChanged 2
		SP:Iteration 42Q (8648.580000 sec): 3 clusters
  Score: Raw -14571182.181317 + Penalty 5703.599026 = -14565478.582290
  nChanged 1
		SP:Iteration 43Q (8648.850000 sec): 3 clusters
  Score: Raw -14571182.696671 + Penalty 5703.599026 = -14565479.097645
  nChanged 2
		SP:Iteration 44Q (8649.110000 sec): 3 clusters
  Score: Raw -14571183.842519 + Penalty 5703.599026 = -14565480.243492
  nChanged 0
		SP:Iteration 45F (8649.460000 sec): 3 clusters
  Score: Raw -14571183.842519 + Penalty 5703.599026 = -14565480.243492
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8649.510000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8649.510000 sec): 3 clusters
  Score: Raw -22168.098003 + Penalty 2547.356025 = -19620.741978
  nChanged 8
		SP:Iteration 1Q (8649.510000 sec): 3 clusters
  Score: Raw -22214.969133 + Penalty 2547.356025 = -19667.613108
  nChanged 4
		SP:Iteration 2Q (8649.510000 sec): 3 clusters
  Score: Raw -22236.807643 + Penalty 2547.356025 = -19689.451618
  nChanged 1
		SP:Iteration 3Q (8649.510000 sec): 3 clusters
  Score: Raw -22244.389392 + Penalty 2547.356025 = -19697.033367
  nChanged 2
		SP:Iteration 4Q (8649.510000 sec): 3 clusters
  Score: Raw -22265.493340 + Penalty 2547.356025 = -19718.137316
  nChanged 3
		SP:Iteration 5Q (8649.510000 sec): 3 clusters
  Score: Raw -22289.297305 + Penalty 2547.356025 = -19741.941281
  nChanged 1
		SP:Iteration 6Q (8649.510000 sec): 3 clusters
  Score: Raw -22298.456302 + Penalty 2547.356025 = -19751.100278
  nChanged 1
		SP:Iteration 7Q (8649.510000 sec): 3 clusters
  Score: Raw -22305.566201 + Penalty 2547.356025 = -19758.210176
  nChanged 0
		SP:Iteration 8F (8649.510000 sec): 3 clusters
  Score: Raw -22305.566201 + Penalty 2547.356025 = -19758.210176
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8649.680000 sec): 2 clusters
  Score: Raw -7501479.168344 + Penalty 2688.609636 = -7498790.558708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8649.870000 sec): 3 clusters
  Score: Raw -7469704.503943 + Penalty 5377.219272 = -7464327.284671
  nChanged 23686
		SP:Iteration 1F (8650.060000 sec): 3 clusters
  Score: Raw -7482916.001551 + Penalty 5377.219272 = -7477538.782279
  nChanged 2040
		SP:Iteration 2Q (8650.250000 sec): 3 clusters
  Score: Raw -7483449.483684 + Penalty 5377.219272 = -7478072.264412
  nChanged 1835
		SP:Iteration 3Q (8650.440000 sec): 3 clusters
  Score: Raw -7483920.677789 + Penalty 5377.219272 = -7478543.458517
  nChanged 1760
		SP:Iteration 4Q (8650.640000 sec): 3 clusters
  Score: Raw -7484383.889441 + Penalty 5377.219272 = -7479006.670169
  nChanged 1687
		SP:Iteration 5Q (8650.830000 sec): 3 clusters
  Score: Raw -7484860.685943 + Penalty 5377.219272 = -7479483.466671
  nChanged 1671
		SP:Iteration 6Q (8651.020000 sec): 3 clusters
  Score: Raw -7485388.994103 + Penalty 5377.219272 = -7480011.774831
  nChanged 1784
		SP:Iteration 7Q (8651.210000 sec): 3 clusters
  Score: Raw -7486069.477179 + Penalty 5377.219272 = -7480692.257907
  nChanged 1958
		SP:Iteration 8Q (8651.400000 sec): 3 clusters
  Score: Raw -7486935.697862 + Penalty 5377.219272 = -7481558.478590
  nChanged 2184
		SP:Iteration 9Q (8651.600000 sec): 3 clusters
  Score: Raw -7488039.390973 + Penalty 5377.219272 = -7482662.171701
  nChanged 2370
		SP:Iteration 10Q (8651.790000 sec): 3 clusters
  Score: Raw -7489371.093301 + Penalty 5377.219272 = -7483993.874029
  nChanged 2510
		SP:Iteration 11Q (8651.980000 sec): 3 clusters
  Score: Raw -7490903.642262 + Penalty 5377.219272 = -7485526.422990
  nChanged 2475
		SP:Iteration 12Q (8652.170000 sec): 3 clusters
  Score: Raw -7492415.246428 + Penalty 5377.219272 = -7487038.027156
  nChanged 2215
		SP:Iteration 13Q (8652.360000 sec): 3 clusters
  Score: Raw -7493524.180831 + Penalty 5377.219272 = -7488146.961559
  nChanged 1681
		SP:Iteration 14Q (8652.540000 sec): 3 clusters
  Score: Raw -7494215.092888 + Penalty 5377.219272 = -7488837.873616
  nChanged 1307
		SP:Iteration 15Q (8652.720000 sec): 3 clusters
  Score: Raw -7494686.537870 + Penalty 5377.219272 = -7489309.318598
  nChanged 1106
		SP:Iteration 16Q (8652.890000 sec): 3 clusters
  Score: Raw -7495077.973389 + Penalty 5377.219272 = -7489700.754117
  nChanged 997
		SP:Iteration 17Q (8653.060000 sec): 3 clusters
  Score: Raw -7495461.868742 + Penalty 5377.219272 = -7490084.649470
  nChanged 1025
		SP:Iteration 18Q (8653.230000 sec): 3 clusters
  Score: Raw -7495855.833530 + Penalty 5377.219272 = -7490478.614258
  nChanged 986
		SP:Iteration 19Q (8653.400000 sec): 3 clusters
  Score: Raw -7496271.336403 + Penalty 5377.219272 = -7490894.117131
  nChanged 986
		SP:Iteration 20F (8653.590000 sec): 3 clusters
  Score: Raw -7496718.124488 + Penalty 5377.219272 = -7491340.905216
  nChanged 985
		SP:Iteration 21Q (8653.750000 sec): 3 clusters
  Score: Raw -7497207.623795 + Penalty 5377.219272 = -7491830.404523
  nChanged 1019
		SP:Iteration 22Q (8653.910000 sec): 3 clusters
  Score: Raw -7497746.080628 + Penalty 5377.219272 = -7492368.861356
  nChanged 999
		SP:Iteration 23Q (8654.070000 sec): 3 clusters
  Score: Raw -7498320.734335 + Penalty 5377.219272 = -7492943.515063
  nChanged 943
		SP:Iteration 24Q (8654.220000 sec): 3 clusters
  Score: Raw -7498889.932936 + Penalty 5377.219272 = -7493512.713664
  nChanged 850
		SP:Iteration 25Q (8654.380000 sec): 3 clusters
  Score: Raw -7499430.034113 + Penalty 5377.219272 = -7494052.814841
  nChanged 770
		SP:Iteration 26Q (8654.520000 sec): 3 clusters
  Score: Raw -7499930.079153 + Penalty 5377.219272 = -7494552.859881
  nChanged 651
		SP:Iteration 27Q (8654.670000 sec): 3 clusters
  Score: Raw -7500353.462462 + Penalty 5377.219272 = -7494976.243190
  nChanged 527
		SP:Iteration 28Q (8654.810000 sec): 3 clusters
  Score: Raw -7500724.173332 + Penalty 5377.219272 = -7495346.954060
  nChanged 382
		SP:Iteration 29Q (8654.950000 sec): 3 clusters
  Score: Raw -7500991.927707 + Penalty 5377.219272 = -7495614.708435
  nChanged 273
		SP:Iteration 30Q (8655.090000 sec): 3 clusters
  Score: Raw -7501181.207575 + Penalty 5377.219272 = -7495803.988303
  nChanged 200
		SP:Iteration 31Q (8655.220000 sec): 3 clusters
  Score: Raw -7501331.544286 + Penalty 5377.219272 = -7495954.325014
  nChanged 174
		SP:Iteration 32Q (8655.360000 sec): 3 clusters
  Score: Raw -7501466.397226 + Penalty 5377.219272 = -7496089.177954
  nChanged 113
		SP:Iteration 33Q (8655.490000 sec): 3 clusters
  Score: Raw -7501552.460752 + Penalty 5377.219272 = -7496175.241480
  nChanged 63
		SP:Iteration 34Q (8655.620000 sec): 3 clusters
  Score: Raw -7501604.272284 + Penalty 5377.219272 = -7496227.053012
  nChanged 51
		SP:Iteration 35Q (8655.760000 sec): 3 clusters
  Score: Raw -7501646.521894 + Penalty 5377.219272 = -7496269.302622
  nChanged 36
		SP:Iteration 36Q (8655.900000 sec): 3 clusters
  Score: Raw -7501675.994176 + Penalty 5377.219272 = -7496298.774904
  nChanged 33
		SP:Iteration 37Q (8656.030000 sec): 3 clusters
  Score: Raw -7501706.369239 + Penalty 5377.219272 = -7496329.149967
  nChanged 26
		SP:Iteration 38Q (8656.160000 sec): 3 clusters
  Score: Raw -7501732.279565 + Penalty 5377.219272 = -7496355.060293
  nChanged 19
		SP:Iteration 39Q (8656.290000 sec): 3 clusters
  Score: Raw -7501747.942328 + Penalty 5377.219272 = -7496370.723056
  nChanged 12
		SP:Iteration 40F (8656.470000 sec): 3 clusters
  Score: Raw -7501758.210813 + Penalty 5377.219272 = -7496380.991541
  nChanged 5
		SP:Iteration 41Q (8656.600000 sec): 3 clusters
  Score: Raw -7501761.303035 + Penalty 5377.219272 = -7496384.083763
  nChanged 2
		SP:Iteration 42Q (8656.730000 sec): 3 clusters
  Score: Raw -7501762.864715 + Penalty 5377.219272 = -7496385.645443
  nChanged 3
		SP:Iteration 43Q (8656.860000 sec): 3 clusters
  Score: Raw -7501765.116705 + Penalty 5377.219272 = -7496387.897433
  nChanged 5
		SP:Iteration 44Q (8656.990000 sec): 3 clusters
  Score: Raw -7501771.769014 + Penalty 5377.219272 = -7496394.549742
  nChanged 6
		SP:Iteration 45Q (8657.120000 sec): 3 clusters
  Score: Raw -7501778.952089 + Penalty 5377.219272 = -7496401.732817
  nChanged 5
		SP:Iteration 46Q (8657.240000 sec): 3 clusters
  Score: Raw -7501783.815686 + Penalty 5377.219272 = -7496406.596414
  nChanged 3
		SP:Iteration 47Q (8657.370000 sec): 3 clusters
  Score: Raw -7501786.412617 + Penalty 5377.219272 = -7496409.193345
  nChanged 4
		SP:Iteration 48Q (8657.500000 sec): 3 clusters
  Score: Raw -7501790.278982 + Penalty 5377.219272 = -7496413.059710
  nChanged 7
		SP:Iteration 49Q (8657.630000 sec): 3 clusters
  Score: Raw -7501796.500405 + Penalty 5377.219272 = -7496419.281133
  nChanged 5
		SP:Iteration 50Q (8657.760000 sec): 3 clusters
  Score: Raw -7501799.792336 + Penalty 5377.219272 = -7496422.573064
  nChanged 1
		SP:Iteration 51Q (8657.890000 sec): 3 clusters
  Score: Raw -7501800.519223 + Penalty 5377.219272 = -7496423.299951
  nChanged 3
		SP:Iteration 52Q (8658.020000 sec): 3 clusters
  Score: Raw -7501802.751342 + Penalty 5377.219272 = -7496425.532070
  nChanged 5
		SP:Iteration 53Q (8658.160000 sec): 3 clusters
  Score: Raw -7501805.887417 + Penalty 5377.219272 = -7496428.668145
  nChanged 3
		SP:Iteration 54Q (8658.300000 sec): 3 clusters
  Score: Raw -7501807.638066 + Penalty 5377.219272 = -7496430.418794
  nChanged 2
		SP:Iteration 55Q (8658.440000 sec): 3 clusters
  Score: Raw -7501810.097307 + Penalty 5377.219272 = -7496432.878035
  nChanged 0
		SP:Iteration 56F (8658.620000 sec): 3 clusters
  Score: Raw -7501810.097307 + Penalty 5377.219272 = -7496432.878035
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8658.650000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8658.650000 sec): 3 clusters
  Score: Raw -76037.979240 + Penalty 3043.240186 = -72994.739054
  nChanged 112
		SP:Iteration 1F (8658.650000 sec): 3 clusters
  Score: Raw -76365.232721 + Penalty 3043.240186 = -73321.992535
  nChanged 47
		SP:Iteration 2F (8658.650000 sec): 3 clusters
  Score: Raw -76519.797325 + Penalty 3043.240186 = -73476.557139
  nChanged 31
		SP:Iteration 3F (8658.660000 sec): 3 clusters
  Score: Raw -76699.297206 + Penalty 3043.240186 = -73656.057020
  nChanged 18
		SP:Iteration 4Q (8658.660000 sec): 3 clusters
  Score: Raw -76848.087164 + Penalty 3043.240186 = -73804.846978
  nChanged 11
		SP:Iteration 5Q (8658.660000 sec): 3 clusters
  Score: Raw -76911.422874 + Penalty 3043.240186 = -73868.182688
  nChanged 2
		SP:Iteration 6Q (8658.660000 sec): 3 clusters
  Score: Raw -76922.325377 + Penalty 3043.240186 = -73879.085191
  nChanged 1
		SP:Iteration 7Q (8658.660000 sec): 3 clusters
  Score: Raw -76923.915824 + Penalty 3043.240186 = -73880.675638
  nChanged 0
		SP:Iteration 8F (8658.660000 sec): 3 clusters
  Score: Raw -76923.915824 + Penalty 3043.240186 = -73880.675638
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8658.660000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8658.660000 sec): 3 clusters
  Score: Raw -68268.770836 + Penalty 3055.958832 = -65212.812004
  nChanged 76
		SP:Iteration 1F (8658.670000 sec): 3 clusters
  Score: Raw -68417.859697 + Penalty 3055.958832 = -65361.900865
  nChanged 17
		SP:Iteration 2Q (8658.670000 sec): 3 clusters
  Score: Raw -68459.917727 + Penalty 3055.958832 = -65403.958896
  nChanged 10
		SP:Iteration 3Q (8658.670000 sec): 3 clusters
  Score: Raw -68486.708473 + Penalty 3055.958832 = -65430.749641
  nChanged 9
		SP:Iteration 4Q (8658.670000 sec): 3 clusters
  Score: Raw -68511.252259 + Penalty 3055.958832 = -65455.293427
  nChanged 7
		SP:Iteration 5Q (8658.670000 sec): 3 clusters
  Score: Raw -68529.152656 + Penalty 3055.958832 = -65473.193825
  nChanged 5
		SP:Iteration 6Q (8658.680000 sec): 3 clusters
  Score: Raw -68546.891647 + Penalty 3055.958832 = -65490.932815
  nChanged 3
		SP:Iteration 7Q (8658.680000 sec): 3 clusters
  Score: Raw -68555.697852 + Penalty 3055.958832 = -65499.739021
  nChanged 4
		SP:Iteration 8Q (8658.680000 sec): 3 clusters
  Score: Raw -68568.920654 + Penalty 3055.958832 = -65512.961822
  nChanged 3
		SP:Iteration 9Q (8658.680000 sec): 3 clusters
  Score: Raw -68576.855528 + Penalty 3055.958832 = -65520.896697
  nChanged 1
		SP:Iteration 10Q (8658.680000 sec): 3 clusters
  Score: Raw -68583.446782 + Penalty 3055.958832 = -65527.487950
  nChanged 1
		SP:Iteration 11Q (8658.680000 sec): 3 clusters
  Score: Raw -68586.523069 + Penalty 3055.958832 = -65530.564238
  nChanged 1
		SP:Iteration 12Q (8658.680000 sec): 3 clusters
  Score: Raw -68587.615747 + Penalty 3055.958832 = -65531.656916
  nChanged 0
		SP:Iteration 13F (8658.690000 sec): 3 clusters
  Score: Raw -68587.615747 + Penalty 3055.958832 = -65531.656916
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (267931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8659.600000 sec): 2 clusters
  Score: Raw -39649162.005962 + Penalty 3099.624221 = -39646062.381741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8660.590000 sec): 3 clusters
  Score: Raw -39472283.643619 + Penalty 6199.248443 = -39466084.395176
  nChanged 129427
		SP:Iteration 1F (8661.580000 sec): 3 clusters
  Score: Raw -39548282.221587 + Penalty 6199.248443 = -39542082.973144
  nChanged 6240
		SP:Iteration 2Q (8662.600000 sec): 3 clusters
  Score: Raw -39549439.930498 + Penalty 6199.248443 = -39543240.682055
  nChanged 7106
		SP:Iteration 3Q (8663.620000 sec): 3 clusters
  Score: Raw -39551142.800925 + Penalty 6199.248443 = -39544943.552482
  nChanged 9040
		SP:Iteration 4Q (8664.630000 sec): 3 clusters
  Score: Raw -39554141.937787 + Penalty 6199.248443 = -39547942.689344
  nChanged 12757
		SP:Iteration 5Q (8665.650000 sec): 3 clusters
  Score: Raw -39560126.937984 + Penalty 6199.248443 = -39553927.689541
  nChanged 18144
		SP:Iteration 6F (8666.640000 sec): 3 clusters
  Score: Raw -39571809.365422 + Penalty 6199.248443 = -39565610.116979
  nChanged 23894
		SP:Iteration 7F (8667.630000 sec): 3 clusters
  Score: Raw -39592056.355370 + Penalty 6199.248443 = -39585857.106928
  nChanged 25532
		SP:Iteration 8F (8668.600000 sec): 3 clusters
  Score: Raw -39617231.414290 + Penalty 6199.248443 = -39611032.165848
  nChanged 18974
		SP:Iteration 9F (8669.580000 sec): 3 clusters
  Score: Raw -39636590.468836 + Penalty 6199.248443 = -39630391.220394
  nChanged 9174
		SP:Iteration 10Q (8670.470000 sec): 3 clusters
  Score: Raw -39645490.946810 + Penalty 6199.248443 = -39639291.698367
  nChanged 3067
		SP:Iteration 11Q (8671.270000 sec): 3 clusters
  Score: Raw -39648302.519193 + Penalty 6199.248443 = -39642103.270750
  nChanged 815
		SP:Iteration 12Q (8672.000000 sec): 3 clusters
  Score: Raw -39649088.101316 + Penalty 6199.248443 = -39642888.852873
  nChanged 194
		SP:Iteration 13Q (8672.700000 sec): 3 clusters
  Score: Raw -39649310.117117 + Penalty 6199.248443 = -39643110.868675
  nChanged 66
		SP:Iteration 14Q (8673.390000 sec): 3 clusters
  Score: Raw -39649393.673988 + Penalty 6199.248443 = -39643194.425545
  nChanged 36
		SP:Iteration 15Q (8674.080000 sec): 3 clusters
  Score: Raw -39649441.189286 + Penalty 6199.248443 = -39643241.940843
  nChanged 12
		SP:Iteration 16Q (8674.770000 sec): 3 clusters
  Score: Raw -39649456.706100 + Penalty 6199.248443 = -39643257.457657
  nChanged 6
		SP:Iteration 17Q (8675.460000 sec): 3 clusters
  Score: Raw -39649463.921557 + Penalty 6199.248443 = -39643264.673114
  nChanged 7
		SP:Iteration 18Q (8676.150000 sec): 3 clusters
  Score: Raw -39649472.962795 + Penalty 6199.248443 = -39643273.714352
  nChanged 6
		SP:Iteration 19Q (8676.840000 sec): 3 clusters
  Score: Raw -39649482.289142 + Penalty 6199.248443 = -39643283.040699
  nChanged 11
		SP:Iteration 20F (8677.800000 sec): 3 clusters
  Score: Raw -39649498.298197 + Penalty 6199.248443 = -39643299.049754
  nChanged 5
		SP:Iteration 21Q (8678.490000 sec): 3 clusters
  Score: Raw -39649504.322648 + Penalty 6199.248443 = -39643305.074206
  nChanged 5
		SP:Iteration 22Q (8679.180000 sec): 3 clusters
  Score: Raw -39649510.487779 + Penalty 6199.248443 = -39643311.239336
  nChanged 7
		SP:Iteration 23Q (8679.870000 sec): 3 clusters
  Score: Raw -39649523.204848 + Penalty 6199.248443 = -39643323.956406
  nChanged 6
		SP:Iteration 24Q (8680.560000 sec): 3 clusters
  Score: Raw -39649534.967002 + Penalty 6199.248443 = -39643335.718559
  nChanged 1
		SP:Iteration 25Q (8681.250000 sec): 3 clusters
  Score: Raw -39649536.490181 + Penalty 6199.248443 = -39643337.241739
  nChanged 0
		SP:Iteration 26F (8682.210000 sec): 3 clusters
  Score: Raw -39649536.490181 + Penalty 6199.248443 = -39643337.241739
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8682.410000 sec): 2 clusters
  Score: Raw -5141379.529753 + Penalty 2585.006092 = -5138794.523661
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8682.540000 sec): 3 clusters
  Score: Raw -5121036.260916 + Penalty 5170.012183 = -5115866.248733
  nChanged 15210
		SP:Iteration 1F (8682.660000 sec): 3 clusters
  Score: Raw -5129242.392378 + Penalty 5170.012183 = -5124072.380195
  nChanged 1544
		SP:Iteration 2Q (8682.790000 sec): 3 clusters
  Score: Raw -5129738.609999 + Penalty 5170.012183 = -5124568.597816
  nChanged 1529
		SP:Iteration 3Q (8682.910000 sec): 3 clusters
  Score: Raw -5130312.807126 + Penalty 5170.012183 = -5125142.794943
  nChanged 1649
		SP:Iteration 4Q (8683.040000 sec): 3 clusters
  Score: Raw -5131069.479767 + Penalty 5170.012183 = -5125899.467584
  nChanged 1943
		SP:Iteration 5F (8683.160000 sec): 3 clusters
  Score: Raw -5132185.663611 + Penalty 5170.012183 = -5127015.651428
  nChanged 2308
		SP:Iteration 6F (8683.290000 sec): 3 clusters
  Score: Raw -5133836.076200 + Penalty 5170.012183 = -5128666.064017
  nChanged 2412
		SP:Iteration 7F (8683.410000 sec): 3 clusters
  Score: Raw -5135843.158846 + Penalty 5170.012183 = -5130673.146663
  nChanged 2209
		SP:Iteration 8F (8683.530000 sec): 3 clusters
  Score: Raw -5137822.805920 + Penalty 5170.012183 = -5132652.793737
  nChanged 1617
		SP:Iteration 9Q (8683.650000 sec): 3 clusters
  Score: Raw -5139279.542612 + Penalty 5170.012183 = -5134109.530429
  nChanged 1072
		SP:Iteration 10Q (8683.770000 sec): 3 clusters
  Score: Raw -5140210.806974 + Penalty 5170.012183 = -5135040.794791
  nChanged 688
		SP:Iteration 11Q (8683.880000 sec): 3 clusters
  Score: Raw -5140694.353092 + Penalty 5170.012183 = -5135524.340909
  nChanged 448
		SP:Iteration 12Q (8683.990000 sec): 3 clusters
  Score: Raw -5140949.681503 + Penalty 5170.012183 = -5135779.669320
  nChanged 312
		SP:Iteration 13Q (8684.080000 sec): 3 clusters
  Score: Raw -5141111.570273 + Penalty 5170.012183 = -5135941.558090
  nChanged 205
		SP:Iteration 14Q (8684.180000 sec): 3 clusters
  Score: Raw -5141215.112527 + Penalty 5170.012183 = -5136045.100344
  nChanged 155
		SP:Iteration 15Q (8684.270000 sec): 3 clusters
  Score: Raw -5141276.324000 + Penalty 5170.012183 = -5136106.311817
  nChanged 111
		SP:Iteration 16Q (8684.370000 sec): 3 clusters
  Score: Raw -5141314.318531 + Penalty 5170.012183 = -5136144.306348
  nChanged 84
		SP:Iteration 17Q (8684.460000 sec): 3 clusters
  Score: Raw -5141340.881698 + Penalty 5170.012183 = -5136170.869515
  nChanged 87
		SP:Iteration 18Q (8684.550000 sec): 3 clusters
  Score: Raw -5141369.674788 + Penalty 5170.012183 = -5136199.662605
  nChanged 71
		SP:Iteration 19Q (8684.640000 sec): 3 clusters
  Score: Raw -5141394.239735 + Penalty 5170.012183 = -5136224.227552
  nChanged 66
		SP:Iteration 20F (8684.760000 sec): 3 clusters
  Score: Raw -5141411.868882 + Penalty 5170.012183 = -5136241.856699
  nChanged 43
		SP:Iteration 21Q (8684.850000 sec): 3 clusters
  Score: Raw -5141424.052706 + Penalty 5170.012183 = -5136254.040523
  nChanged 41
		SP:Iteration 22Q (8684.940000 sec): 3 clusters
  Score: Raw -5141435.484744 + Penalty 5170.012183 = -5136265.472561
  nChanged 45
		SP:Iteration 23Q (8685.030000 sec): 3 clusters
  Score: Raw -5141449.924302 + Penalty 5170.012183 = -5136279.912119
  nChanged 39
		SP:Iteration 24Q (8685.120000 sec): 3 clusters
  Score: Raw -5141459.807337 + Penalty 5170.012183 = -5136289.795154
  nChanged 29
		SP:Iteration 25Q (8685.210000 sec): 3 clusters
  Score: Raw -5141466.209484 + Penalty 5170.012183 = -5136296.197301
  nChanged 22
		SP:Iteration 26Q (8685.310000 sec): 3 clusters
  Score: Raw -5141471.705096 + Penalty 5170.012183 = -5136301.692913
  nChanged 24
		SP:Iteration 27Q (8685.400000 sec): 3 clusters
  Score: Raw -5141478.072028 + Penalty 5170.012183 = -5136308.059845
  nChanged 39
		SP:Iteration 28Q (8685.490000 sec): 3 clusters
  Score: Raw -5141489.684526 + Penalty 5170.012183 = -5136319.672343
  nChanged 38
		SP:Iteration 29Q (8685.580000 sec): 3 clusters
  Score: Raw -5141501.205507 + Penalty 5170.012183 = -5136331.193324
  nChanged 36
		SP:Iteration 30Q (8685.670000 sec): 3 clusters
  Score: Raw -5141512.261174 + Penalty 5170.012183 = -5136342.248991
  nChanged 33
		SP:Iteration 31Q (8685.760000 sec): 3 clusters
  Score: Raw -5141521.729062 + Penalty 5170.012183 = -5136351.716879
  nChanged 35
		SP:Iteration 32Q (8685.850000 sec): 3 clusters
  Score: Raw -5141532.579040 + Penalty 5170.012183 = -5136362.566857
  nChanged 33
		SP:Iteration 33Q (8685.950000 sec): 3 clusters
  Score: Raw -5141541.883257 + Penalty 5170.012183 = -5136371.871074
  nChanged 34
		SP:Iteration 34Q (8686.030000 sec): 3 clusters
  Score: Raw -5141552.485160 + Penalty 5170.012183 = -5136382.472977
  nChanged 33
		SP:Iteration 35Q (8686.130000 sec): 3 clusters
  Score: Raw -5141563.341477 + Penalty 5170.012183 = -5136393.329294
  nChanged 33
		SP:Iteration 36Q (8686.220000 sec): 3 clusters
  Score: Raw -5141572.485714 + Penalty 5170.012183 = -5136402.473531
  nChanged 18
		SP:Iteration 37Q (8686.310000 sec): 3 clusters
  Score: Raw -5141578.316843 + Penalty 5170.012183 = -5136408.304660
  nChanged 22
		SP:Iteration 38Q (8686.400000 sec): 3 clusters
  Score: Raw -5141586.520740 + Penalty 5170.012183 = -5136416.508557
  nChanged 16
		SP:Iteration 39Q (8686.490000 sec): 3 clusters
  Score: Raw -5141591.780934 + Penalty 5170.012183 = -5136421.768751
  nChanged 14
		SP:Iteration 40F (8686.610000 sec): 3 clusters
  Score: Raw -5141595.208614 + Penalty 5170.012183 = -5136425.196431
  nChanged 12
		SP:Iteration 41Q (8686.700000 sec): 3 clusters
  Score: Raw -5141597.720155 + Penalty 5170.012183 = -5136427.707972
  nChanged 8
		SP:Iteration 42Q (8686.790000 sec): 3 clusters
  Score: Raw -5141599.630526 + Penalty 5170.012183 = -5136429.618343
  nChanged 10
		SP:Iteration 43Q (8686.870000 sec): 3 clusters
  Score: Raw -5141601.448971 + Penalty 5170.012183 = -5136431.436788
  nChanged 2
		SP:Iteration 44Q (8686.960000 sec): 3 clusters
  Score: Raw -5141602.043237 + Penalty 5170.012183 = -5136432.031054
  nChanged 5
		SP:Iteration 45Q (8687.050000 sec): 3 clusters
  Score: Raw -5141603.333569 + Penalty 5170.012183 = -5136433.321386
  nChanged 4
		SP:Iteration 46Q (8687.140000 sec): 3 clusters
  Score: Raw -5141604.886500 + Penalty 5170.012183 = -5136434.874317
  nChanged 6
		SP:Iteration 47Q (8687.230000 sec): 3 clusters
  Score: Raw -5141606.380369 + Penalty 5170.012183 = -5136436.368186
  nChanged 1
		SP:Iteration 48Q (8687.320000 sec): 3 clusters
  Score: Raw -5141606.675605 + Penalty 5170.012183 = -5136436.663422
  nChanged 2
		SP:Iteration 49Q (8687.410000 sec): 3 clusters
  Score: Raw -5141607.235511 + Penalty 5170.012183 = -5136437.223328
  nChanged 5
		SP:Iteration 50Q (8687.490000 sec): 3 clusters
  Score: Raw -5141608.990419 + Penalty 5170.012183 = -5136438.978236
  nChanged 4
		SP:Iteration 51Q (8687.590000 sec): 3 clusters
  Score: Raw -5141609.806251 + Penalty 5170.012183 = -5136439.794068
  nChanged 3
		SP:Iteration 52Q (8687.680000 sec): 3 clusters
  Score: Raw -5141610.305652 + Penalty 5170.012183 = -5136440.293469
  nChanged 2
		SP:Iteration 53Q (8687.770000 sec): 3 clusters
  Score: Raw -5141611.654737 + Penalty 5170.012183 = -5136441.642554
  nChanged 3
		SP:Iteration 54Q (8687.860000 sec): 3 clusters
  Score: Raw -5141612.334964 + Penalty 5170.012183 = -5136442.322781
  nChanged 4
		SP:Iteration 55Q (8687.950000 sec): 3 clusters
  Score: Raw -5141613.005098 + Penalty 5170.012183 = -5136442.992914
  nChanged 3
		SP:Iteration 56Q (8688.040000 sec): 3 clusters
  Score: Raw -5141613.443758 + Penalty 5170.012183 = -5136443.431575
  nChanged 2
		SP:Iteration 57Q (8688.130000 sec): 3 clusters
  Score: Raw -5141613.894278 + Penalty 5170.012183 = -5136443.882095
  nChanged 4
		SP:Iteration 58Q (8688.220000 sec): 3 clusters
  Score: Raw -5141614.542116 + Penalty 5170.012183 = -5136444.529933
  nChanged 1
		SP:Iteration 59Q (8688.310000 sec): 3 clusters
  Score: Raw -5141614.680734 + Penalty 5170.012183 = -5136444.668551
  nChanged 0
		SP:Iteration 60F (8688.430000 sec): 3 clusters
  Score: Raw -5141614.680734 + Penalty 5170.012183 = -5136444.668551
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.450000 sec): 2 clusters
  Score: Raw -141751.663836 + Penalty 1732.668482 = -140018.995354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.460000 sec): 3 clusters
  Score: Raw -141509.898211 + Penalty 3465.336964 = -138044.561247
  nChanged 278
		SP:Iteration 1F (8688.460000 sec): 3 clusters
  Score: Raw -141857.898718 + Penalty 3465.336964 = -138392.561754
  nChanged 75
		SP:Iteration 2F (8688.470000 sec): 3 clusters
  Score: Raw -141954.145804 + Penalty 3465.336964 = -138488.808840
  nChanged 40
		SP:Iteration 3Q (8688.470000 sec): 3 clusters
  Score: Raw -142003.226436 + Penalty 3465.336964 = -138537.889472
  nChanged 25
		SP:Iteration 4Q (8688.470000 sec): 3 clusters
  Score: Raw -142036.262862 + Penalty 3465.336964 = -138570.925898
  nChanged 17
		SP:Iteration 5Q (8688.480000 sec): 3 clusters
  Score: Raw -142062.788018 + Penalty 3465.336964 = -138597.451054
  nChanged 18
		SP:Iteration 6Q (8688.480000 sec): 3 clusters
  Score: Raw -142096.004325 + Penalty 3465.336964 = -138630.667361
  nChanged 12
		SP:Iteration 7Q (8688.490000 sec): 3 clusters
  Score: Raw -142115.546916 + Penalty 3465.336964 = -138650.209952
  nChanged 10
		SP:Iteration 8Q (8688.490000 sec): 3 clusters
  Score: Raw -142127.816737 + Penalty 3465.336964 = -138662.479773
  nChanged 8
		SP:Iteration 9Q (8688.490000 sec): 3 clusters
  Score: Raw -142136.965374 + Penalty 3465.336964 = -138671.628410
  nChanged 3
		SP:Iteration 10Q (8688.500000 sec): 3 clusters
  Score: Raw -142141.444131 + Penalty 3465.336964 = -138676.107167
  nChanged 4
		SP:Iteration 11Q (8688.500000 sec): 3 clusters
  Score: Raw -142148.741255 + Penalty 3465.336964 = -138683.404291
  nChanged 4
		SP:Iteration 12Q (8688.500000 sec): 3 clusters
  Score: Raw -142155.241639 + Penalty 3465.336964 = -138689.904676
  nChanged 5
		SP:Iteration 13Q (8688.510000 sec): 3 clusters
  Score: Raw -142160.927360 + Penalty 3465.336964 = -138695.590396
  nChanged 1
		SP:Iteration 14Q (8688.510000 sec): 3 clusters
  Score: Raw -142162.655648 + Penalty 3465.336964 = -138697.318684
  nChanged 1
		SP:Iteration 15Q (8688.510000 sec): 3 clusters
  Score: Raw -142163.585459 + Penalty 3465.336964 = -138698.248495
  nChanged 0
		SP:Iteration 16F (8688.520000 sec): 3 clusters
  Score: Raw -142163.585459 + Penalty 3465.336964 = -138698.248495
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.520000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.520000 sec): 3 clusters
  Score: Raw -31496.399068 + Penalty 2705.839273 = -28790.559795
  nChanged 11
		SP:Iteration 1Q (8688.520000 sec): 3 clusters
  Score: Raw -31541.004249 + Penalty 2705.839273 = -28835.164976
  nChanged 2
		SP:Iteration 2Q (8688.520000 sec): 3 clusters
  Score: Raw -31553.164974 + Penalty 2705.839273 = -28847.325701
  nChanged 3
		SP:Iteration 3Q (8688.530000 sec): 3 clusters
  Score: Raw -31574.534602 + Penalty 2705.839273 = -28868.695329
  nChanged 1
		SP:Iteration 4Q (8688.530000 sec): 3 clusters
  Score: Raw -31576.621387 + Penalty 2705.839273 = -28870.782113
  nChanged 3
		SP:Iteration 5Q (8688.530000 sec): 3 clusters
  Score: Raw -31590.926217 + Penalty 2705.839273 = -28885.086944
  nChanged 1
		SP:Iteration 6Q (8688.530000 sec): 3 clusters
  Score: Raw -31596.035173 + Penalty 2705.839273 = -28890.195900
  nChanged 0
		SP:Iteration 7F (8688.530000 sec): 3 clusters
  Score: Raw -31596.035173 + Penalty 2705.839273 = -28890.195900
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.530000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.530000 sec): 3 clusters
  Score: Raw -77792.552549 + Penalty 3172.049753 = -74620.502796
  nChanged 136
		SP:Iteration 1F (8688.530000 sec): 3 clusters
  Score: Raw -78092.814941 + Penalty 3172.049753 = -74920.765189
  nChanged 39
		SP:Iteration 2F (8688.540000 sec): 3 clusters
  Score: Raw -78288.207756 + Penalty 3172.049753 = -75116.158003
  nChanged 49
		SP:Iteration 3F (8688.540000 sec): 3 clusters
  Score: Raw -78521.380978 + Penalty 3172.049753 = -75349.331226
  nChanged 40
		SP:Iteration 4F (8688.540000 sec): 3 clusters
  Score: Raw -78674.075221 + Penalty 3172.049753 = -75502.025468
  nChanged 30
		SP:Iteration 5F (8688.540000 sec): 3 clusters
  Score: Raw -78763.423867 + Penalty 3172.049753 = -75591.374114
  nChanged 12
		SP:Iteration 6Q (8688.550000 sec): 3 clusters
  Score: Raw -78817.893088 + Penalty 3172.049753 = -75645.843336
  nChanged 15
		SP:Iteration 7Q (8688.550000 sec): 3 clusters
  Score: Raw -78854.154970 + Penalty 3172.049753 = -75682.105217
  nChanged 8
		SP:Iteration 8Q (8688.550000 sec): 3 clusters
  Score: Raw -78883.235889 + Penalty 3172.049753 = -75711.186136
  nChanged 2
		SP:Iteration 9Q (8688.550000 sec): 3 clusters
  Score: Raw -78887.302971 + Penalty 3172.049753 = -75715.253218
  nChanged 1
		SP:Iteration 10Q (8688.550000 sec): 3 clusters
  Score: Raw -78888.695439 + Penalty 3172.049753 = -75716.645686
  nChanged 1
		SP:Iteration 11Q (8688.550000 sec): 3 clusters
  Score: Raw -78890.231293 + Penalty 3172.049753 = -75718.181541
  nChanged 0
		SP:Iteration 12F (8688.560000 sec): 3 clusters
  Score: Raw -78890.231293 + Penalty 3172.049753 = -75718.181541
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.560000 sec): 2 clusters
  Score: Raw -24575.550785 + Penalty 1363.297720 = -23212.253065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.560000 sec): 3 clusters
  Score: Raw -24893.867128 + Penalty 2726.595440 = -22167.271688
  nChanged 49
		SP:Iteration 1F (8688.560000 sec): 3 clusters
  Score: Raw -25230.513301 + Penalty 2726.595440 = -22503.917861
  nChanged 17
		SP:Iteration 2F (8688.560000 sec): 3 clusters
  Score: Raw -25405.014333 + Penalty 2726.595440 = -22678.418893
  nChanged 7
		SP:Iteration 3Q (8688.560000 sec): 3 clusters
  Score: Raw -25430.894765 + Penalty 2726.595440 = -22704.299325
  nChanged 2
		SP:Iteration 4Q (8688.560000 sec): 3 clusters
  Score: Raw -25442.408073 + Penalty 2726.595440 = -22715.812633
  nChanged 4
		SP:Iteration 5Q (8688.570000 sec): 3 clusters
  Score: Raw -25477.403929 + Penalty 2726.595440 = -22750.808490
  nChanged 3
		SP:Iteration 6Q (8688.570000 sec): 3 clusters
  Score: Raw -25533.499647 + Penalty 2726.595440 = -22806.904208
  nChanged 3
		SP:Iteration 7Q (8688.570000 sec): 3 clusters
  Score: Raw -25578.362148 + Penalty 2726.595440 = -22851.766708
  nChanged 3
		SP:Iteration 8Q (8688.570000 sec): 3 clusters
  Score: Raw -25638.705467 + Penalty 2726.595440 = -22912.110027
  nChanged 1
		SP:Iteration 9Q (8688.570000 sec): 3 clusters
  Score: Raw -25663.041401 + Penalty 2726.595440 = -22936.445962
  nChanged 0
		SP:Iteration 10F (8688.570000 sec): 3 clusters
  Score: Raw -25663.041401 + Penalty 2726.595440 = -22936.445962
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.570000 sec): 2 clusters
  Score: Raw -33339.247056 + Penalty 1391.149005 = -31948.098051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.570000 sec): 3 clusters
  Score: Raw -33535.390973 + Penalty 2782.298010 = -30753.092963
  nChanged 37
		SP:Iteration 1F (8688.570000 sec): 3 clusters
  Score: Raw -33691.506394 + Penalty 2782.298010 = -30909.208384
  nChanged 9
		SP:Iteration 2Q (8688.570000 sec): 3 clusters
  Score: Raw -33736.279139 + Penalty 2782.298010 = -30953.981129
  nChanged 7
		SP:Iteration 3Q (8688.570000 sec): 3 clusters
  Score: Raw -33759.061784 + Penalty 2782.298010 = -30976.763773
  nChanged 6
		SP:Iteration 4Q (8688.570000 sec): 3 clusters
  Score: Raw -33791.298611 + Penalty 2782.298010 = -31009.000601
  nChanged 3
		SP:Iteration 5Q (8688.580000 sec): 3 clusters
  Score: Raw -33804.857814 + Penalty 2782.298010 = -31022.559803
  nChanged 3
		SP:Iteration 6Q (8688.580000 sec): 3 clusters
  Score: Raw -33829.099616 + Penalty 2782.298010 = -31046.801606
  nChanged 2
		SP:Iteration 7Q (8688.580000 sec): 3 clusters
  Score: Raw -33836.512054 + Penalty 2782.298010 = -31054.214043
  nChanged 2
		SP:Iteration 8Q (8688.580000 sec): 3 clusters
  Score: Raw -33873.229731 + Penalty 2782.298010 = -31090.931721
  nChanged 4
		SP:Iteration 9Q (8688.580000 sec): 3 clusters
  Score: Raw -33969.285015 + Penalty 2782.298010 = -31186.987004
  nChanged 5
		SP:Iteration 10Q (8688.580000 sec): 3 clusters
  Score: Raw -34032.557931 + Penalty 2782.298010 = -31250.259921
  nChanged 3
		SP:Iteration 11Q (8688.580000 sec): 3 clusters
  Score: Raw -34066.830968 + Penalty 2782.298010 = -31284.532958
  nChanged 5
		SP:Iteration 12Q (8688.580000 sec): 3 clusters
  Score: Raw -34139.889289 + Penalty 2782.298010 = -31357.591278
  nChanged 3
		SP:Iteration 13Q (8688.580000 sec): 3 clusters
  Score: Raw -34167.438407 + Penalty 2782.298010 = -31385.140397
  nChanged 2
		SP:Iteration 14Q (8688.580000 sec): 3 clusters
  Score: Raw -34173.743705 + Penalty 2782.298010 = -31391.445695
  nChanged 1
		SP:Iteration 15Q (8688.590000 sec): 3 clusters
  Score: Raw -34177.682973 + Penalty 2782.298010 = -31395.384962
  nChanged 1
		SP:Iteration 16Q (8688.590000 sec): 3 clusters
  Score: Raw -34184.311353 + Penalty 2782.298010 = -31402.013343
  nChanged 1
		SP:Iteration 17Q (8688.590000 sec): 3 clusters
  Score: Raw -34185.866831 + Penalty 2782.298010 = -31403.568821
  nChanged 0
		SP:Iteration 18F (8688.590000 sec): 3 clusters
  Score: Raw -34185.866831 + Penalty 2782.298010 = -31403.568821
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (220 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.590000 sec): 2 clusters
  Score: Raw -29705.057368 + Penalty 1337.619631 = -28367.437737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.590000 sec): 3 clusters
  Score: Raw -29932.368004 + Penalty 2675.239263 = -27257.128741
  nChanged 17
		SP:Iteration 1F (8688.590000 sec): 3 clusters
  Score: Raw -30026.377147 + Penalty 2675.239263 = -27351.137884
  nChanged 4
		SP:Iteration 2Q (8688.590000 sec): 3 clusters
  Score: Raw -30053.559226 + Penalty 2675.239263 = -27378.319963
  nChanged 1
		SP:Iteration 3Q (8688.590000 sec): 3 clusters
  Score: Raw -30063.364910 + Penalty 2675.239263 = -27388.125647
  nChanged 2
		SP:Iteration 4Q (8688.590000 sec): 3 clusters
  Score: Raw -30073.409625 + Penalty 2675.239263 = -27398.170362
  nChanged 0
		SP:Iteration 5F (8688.590000 sec): 3 clusters
  Score: Raw -30073.409625 + Penalty 2675.239263 = -27398.170362
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.600000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.600000 sec): 3 clusters
  Score: Raw -55040.679547 + Penalty 2975.472535 = -52065.207012
  nChanged 61
		SP:Iteration 1F (8688.600000 sec): 3 clusters
  Score: Raw -55161.695681 + Penalty 2975.472535 = -52186.223146
  nChanged 15
		SP:Iteration 2Q (8688.600000 sec): 3 clusters
  Score: Raw -55198.318179 + Penalty 2975.472535 = -52222.845644
  nChanged 7
		SP:Iteration 3Q (8688.600000 sec): 3 clusters
  Score: Raw -55223.021844 + Penalty 2975.472535 = -52247.549310
  nChanged 7
		SP:Iteration 4Q (8688.610000 sec): 3 clusters
  Score: Raw -55248.385260 + Penalty 2975.472535 = -52272.912726
  nChanged 6
		SP:Iteration 5Q (8688.610000 sec): 3 clusters
  Score: Raw -55261.618471 + Penalty 2975.472535 = -52286.145936
  nChanged 3
		SP:Iteration 6Q (8688.610000 sec): 3 clusters
  Score: Raw -55266.838398 + Penalty 2975.472535 = -52291.365863
  nChanged 3
		SP:Iteration 7Q (8688.610000 sec): 3 clusters
  Score: Raw -55274.956583 + Penalty 2975.472535 = -52299.484048
  nChanged 1
		SP:Iteration 8Q (8688.610000 sec): 3 clusters
  Score: Raw -55278.881949 + Penalty 2975.472535 = -52303.409414
  nChanged 2
		SP:Iteration 9Q (8688.610000 sec): 3 clusters
  Score: Raw -55281.860580 + Penalty 2975.472535 = -52306.388045
  nChanged 0
		SP:Iteration 10F (8688.610000 sec): 3 clusters
  Score: Raw -55281.860580 + Penalty 2975.472535 = -52306.388045
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.610000 sec): 2 clusters
  Score: Raw -17577.559976 + Penalty 1308.972435 = -16268.587541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.620000 sec): 3 clusters
  Score: Raw -18065.067645 + Penalty 2617.944871 = -15447.122774
  nChanged 33
		SP:Iteration 1F (8688.620000 sec): 3 clusters
  Score: Raw -18251.966830 + Penalty 2617.944871 = -15634.021959
  nChanged 14
		SP:Iteration 2F (8688.620000 sec): 3 clusters
  Score: Raw -18330.947827 + Penalty 2617.944871 = -15713.002956
  nChanged 8
		SP:Iteration 3Q (8688.620000 sec): 3 clusters
  Score: Raw -18386.120671 + Penalty 2617.944871 = -15768.175800
  nChanged 8
		SP:Iteration 4Q (8688.620000 sec): 3 clusters
  Score: Raw -18469.409973 + Penalty 2617.944871 = -15851.465102
  nChanged 6
		SP:Iteration 5Q (8688.620000 sec): 3 clusters
  Score: Raw -18509.832764 + Penalty 2617.944871 = -15891.887893
  nChanged 0
		SP:Iteration 6F (8688.620000 sec): 3 clusters
  Score: Raw -18509.832764 + Penalty 2617.944871 = -15891.887893
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.620000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.620000 sec): 3 clusters
  Score: Raw -29565.730316 + Penalty 2686.385799 = -26879.344517
  nChanged 23
		SP:Iteration 1F (8688.630000 sec): 3 clusters
  Score: Raw -29672.656433 + Penalty 2686.385799 = -26986.270633
  nChanged 4
		SP:Iteration 2Q (8688.630000 sec): 3 clusters
  Score: Raw -29699.067070 + Penalty 2686.385799 = -27012.681271
  nChanged 1
		SP:Iteration 3Q (8688.630000 sec): 3 clusters
  Score: Raw -29701.277765 + Penalty 2686.385799 = -27014.891965
  nChanged 0
		SP:Iteration 4F (8688.630000 sec): 3 clusters
  Score: Raw -29701.277765 + Penalty 2686.385799 = -27014.891965
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.630000 sec): 2 clusters
  Score: Raw -46074.767155 + Penalty 1447.033063 = -44627.734092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.630000 sec): 3 clusters
  Score: Raw -46262.080040 + Penalty 2894.066126 = -43368.013915
  nChanged 56
		SP:Iteration 1F (8688.630000 sec): 3 clusters
  Score: Raw -46422.216169 + Penalty 2894.066126 = -43528.150043
  nChanged 21
		SP:Iteration 2F (8688.630000 sec): 3 clusters
  Score: Raw -46486.389777 + Penalty 2894.066126 = -43592.323651
  nChanged 9
		SP:Iteration 3Q (8688.630000 sec): 3 clusters
  Score: Raw -46515.635809 + Penalty 2894.066126 = -43621.569683
  nChanged 4
		SP:Iteration 4Q (8688.640000 sec): 3 clusters
  Score: Raw -46529.994153 + Penalty 2894.066126 = -43635.928027
  nChanged 3
		SP:Iteration 5Q (8688.640000 sec): 3 clusters
  Score: Raw -46541.725407 + Penalty 2894.066126 = -43647.659281
  nChanged 1
		SP:Iteration 6Q (8688.640000 sec): 3 clusters
  Score: Raw -46546.037854 + Penalty 2894.066126 = -43651.971728
  nChanged 1
		SP:Iteration 7Q (8688.640000 sec): 3 clusters
  Score: Raw -46548.213632 + Penalty 2894.066126 = -43654.147506
  nChanged 2
		SP:Iteration 8Q (8688.640000 sec): 3 clusters
  Score: Raw -46558.522561 + Penalty 2894.066126 = -43664.456435
  nChanged 2
		SP:Iteration 9Q (8688.640000 sec): 3 clusters
  Score: Raw -46565.486589 + Penalty 2894.066126 = -43671.420464
  nChanged 0
		SP:Iteration 10F (8688.640000 sec): 3 clusters
  Score: Raw -46565.486589 + Penalty 2894.066126 = -43671.420464
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.650000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.650000 sec): 3 clusters
  Score: Raw -55263.820755 + Penalty 3005.325105 = -52258.495650
  nChanged 74
		SP:Iteration 1F (8688.650000 sec): 3 clusters
  Score: Raw -55476.583553 + Penalty 3005.325105 = -52471.258448
  nChanged 27
		SP:Iteration 2F (8688.650000 sec): 3 clusters
  Score: Raw -55593.604602 + Penalty 3005.325105 = -52588.279497
  nChanged 8
		SP:Iteration 3Q (8688.650000 sec): 3 clusters
  Score: Raw -55609.197847 + Penalty 3005.325105 = -52603.872742
  nChanged 3
		SP:Iteration 4Q (8688.650000 sec): 3 clusters
  Score: Raw -55616.651585 + Penalty 3005.325105 = -52611.326480
  nChanged 5
		SP:Iteration 5Q (8688.650000 sec): 3 clusters
  Score: Raw -55624.985826 + Penalty 3005.325105 = -52619.660721
  nChanged 2
		SP:Iteration 6Q (8688.660000 sec): 3 clusters
  Score: Raw -55639.621825 + Penalty 3005.325105 = -52634.296720
  nChanged 3
		SP:Iteration 7Q (8688.660000 sec): 3 clusters
  Score: Raw -55649.269711 + Penalty 3005.325105 = -52643.944606
  nChanged 2
		SP:Iteration 8Q (8688.660000 sec): 3 clusters
  Score: Raw -55652.668274 + Penalty 3005.325105 = -52647.343169
  nChanged 2
		SP:Iteration 9Q (8688.660000 sec): 3 clusters
  Score: Raw -55655.579099 + Penalty 3005.325105 = -52650.253994
  nChanged 2
		SP:Iteration 10Q (8688.660000 sec): 3 clusters
  Score: Raw -55660.061740 + Penalty 3005.325105 = -52654.736635
  nChanged 0
		SP:Iteration 11F (8688.660000 sec): 3 clusters
  Score: Raw -55660.061740 + Penalty 3005.325105 = -52654.736635
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 39 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.670000 sec): 2 clusters
  Score: Raw -22896.629861 + Penalty 1287.853299 = -21608.776562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.670000 sec): 3 clusters
  Score: Raw -23279.357974 + Penalty 2575.706598 = -20703.651376
  nChanged 14
		SP:Iteration 1F (8688.670000 sec): 3 clusters
  Score: Raw -23361.713792 + Penalty 2575.706598 = -20786.007194
  nChanged 4
		SP:Iteration 2Q (8688.670000 sec): 3 clusters
  Score: Raw -23381.986022 + Penalty 2575.706598 = -20806.279424
  nChanged 5
		SP:Iteration 3Q (8688.670000 sec): 3 clusters
  Score: Raw -23403.551646 + Penalty 2575.706598 = -20827.845048
  nChanged 2
		SP:Iteration 4Q (8688.670000 sec): 3 clusters
  Score: Raw -23418.329386 + Penalty 2575.706598 = -20842.622788
  nChanged 1
		SP:Iteration 5Q (8688.670000 sec): 3 clusters
  Score: Raw -23424.808128 + Penalty 2575.706598 = -20849.101530
  nChanged 2
		SP:Iteration 6Q (8688.670000 sec): 3 clusters
  Score: Raw -23433.516937 + Penalty 2575.706598 = -20857.810339
  nChanged 0
		SP:Iteration 7F (8688.670000 sec): 3 clusters
  Score: Raw -23433.516937 + Penalty 2575.706598 = -20857.810339
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.670000 sec): 2 clusters
  Score: Raw -68690.960353 + Penalty 1547.104507 = -67143.855846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.680000 sec): 3 clusters
  Score: Raw -68739.252975 + Penalty 3094.209014 = -65645.043961
  nChanged 93
		SP:Iteration 1F (8688.680000 sec): 3 clusters
  Score: Raw -68941.393265 + Penalty 3094.209014 = -65847.184251
  nChanged 24
		SP:Iteration 2Q (8688.680000 sec): 3 clusters
  Score: Raw -68987.094214 + Penalty 3094.209014 = -65892.885200
  nChanged 9
		SP:Iteration 3Q (8688.680000 sec): 3 clusters
  Score: Raw -69015.491236 + Penalty 3094.209014 = -65921.282222
  nChanged 4
		SP:Iteration 4Q (8688.680000 sec): 3 clusters
  Score: Raw -69023.494317 + Penalty 3094.209014 = -65929.285303
  nChanged 2
		SP:Iteration 5Q (8688.690000 sec): 3 clusters
  Score: Raw -69026.021264 + Penalty 3094.209014 = -65931.812250
  nChanged 2
		SP:Iteration 6Q (8688.690000 sec): 3 clusters
  Score: Raw -69034.808020 + Penalty 3094.209014 = -65940.599006
  nChanged 2
		SP:Iteration 7Q (8688.690000 sec): 3 clusters
  Score: Raw -69037.390508 + Penalty 3094.209014 = -65943.181494
  nChanged 2
		SP:Iteration 8Q (8688.690000 sec): 3 clusters
  Score: Raw -69040.292960 + Penalty 3094.209014 = -65946.083946
  nChanged 0
		SP:Iteration 9F (8688.690000 sec): 3 clusters
  Score: Raw -69040.292960 + Penalty 3094.209014 = -65946.083946
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.690000 sec): 2 clusters
  Score: Raw -17477.088865 + Penalty 1346.477716 = -16130.611149
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.690000 sec): 3 clusters
  Score: Raw -17832.583873 + Penalty 2692.955432 = -15139.628441
  nChanged 41
		SP:Iteration 1F (8688.690000 sec): 3 clusters
  Score: Raw -18126.614745 + Penalty 2692.955432 = -15433.659313
  nChanged 23
		SP:Iteration 2F (8688.700000 sec): 3 clusters
  Score: Raw -18293.509636 + Penalty 2692.955432 = -15600.554204
  nChanged 12
		SP:Iteration 3F (8688.700000 sec): 3 clusters
  Score: Raw -18392.618504 + Penalty 2692.955432 = -15699.663072
  nChanged 6
		SP:Iteration 4Q (8688.700000 sec): 3 clusters
  Score: Raw -18423.538615 + Penalty 2692.955432 = -15730.583183
  nChanged 3
		SP:Iteration 5Q (8688.700000 sec): 3 clusters
  Score: Raw -18472.812382 + Penalty 2692.955432 = -15779.856950
  nChanged 0
		SP:Iteration 6F (8688.700000 sec): 3 clusters
  Score: Raw -18472.812382 + Penalty 2692.955432 = -15779.856950
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 42 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.700000 sec): 2 clusters
  Score: Raw -25518.930557 + Penalty 1352.919637 = -24166.010921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.700000 sec): 3 clusters
  Score: Raw -25739.713218 + Penalty 2705.839273 = -23033.873944
  nChanged 24
		SP:Iteration 1F (8688.710000 sec): 3 clusters
  Score: Raw -25846.315612 + Penalty 2705.839273 = -23140.476338
  nChanged 9
		SP:Iteration 2Q (8688.710000 sec): 3 clusters
  Score: Raw -25897.706873 + Penalty 2705.839273 = -23191.867600
  nChanged 8
		SP:Iteration 3Q (8688.710000 sec): 3 clusters
  Score: Raw -25983.713106 + Penalty 2705.839273 = -23277.873833
  nChanged 7
		SP:Iteration 4Q (8688.710000 sec): 3 clusters
  Score: Raw -26019.680611 + Penalty 2705.839273 = -23313.841337
  nChanged 5
		SP:Iteration 5Q (8688.710000 sec): 3 clusters
  Score: Raw -26044.134490 + Penalty 2705.839273 = -23338.295217
  nChanged 3
		SP:Iteration 6Q (8688.710000 sec): 3 clusters
  Score: Raw -26061.027115 + Penalty 2705.839273 = -23355.187842
  nChanged 6
		SP:Iteration 7Q (8688.710000 sec): 3 clusters
  Score: Raw -26113.420523 + Penalty 2705.839273 = -23407.581250
  nChanged 1
		SP:Iteration 8Q (8688.710000 sec): 3 clusters
  Score: Raw -26117.239715 + Penalty 2705.839273 = -23411.400441
  nChanged 2
		SP:Iteration 9Q (8688.710000 sec): 3 clusters
  Score: Raw -26136.049368 + Penalty 2705.839273 = -23430.210094
  nChanged 0
		SP:Iteration 10F (8688.710000 sec): 3 clusters
  Score: Raw -26136.049368 + Penalty 2705.839273 = -23430.210094
  nChanged 0
Iteration 339F (8730.580000 sec): 42 clusters
  Score: Raw -117677413.090371 + Penalty 138362.130809 = -117539050.959562
  nChanged 1
Iteration 340F (8772.420000 sec): 42 clusters
  Score: Raw -117677432.554899 + Penalty 138362.130809 = -117539070.424090
  nChanged 0
Writing temp clu file 
Because OldScore, -117539050.959562, is greater than current (better) Score,-117539070.424090 
 Compute initial score before splitting:   Score: Raw -117677432.554899 + Penalty 138362.130809 = -117539070.424090
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8772.570000 sec): 2 clusters
  Score: Raw -1048183.648990 + Penalty 2200.863096 = -1045982.785895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8772.600000 sec): 3 clusters
  Score: Raw -1044477.822123 + Penalty 4401.726192 = -1040076.095932
  nChanged 2872
		SP:Iteration 1F (8772.630000 sec): 3 clusters
  Score: Raw -1046052.953288 + Penalty 4401.726192 = -1041651.227097
  nChanged 497
		SP:Iteration 2F (8772.650000 sec): 3 clusters
  Score: Raw -1046308.184506 + Penalty 4401.726192 = -1041906.458315
  nChanged 361
		SP:Iteration 3F (8772.680000 sec): 3 clusters
  Score: Raw -1046489.625870 + Penalty 4401.726192 = -1042087.899678
  nChanged 293
		SP:Iteration 4Q (8772.700000 sec): 3 clusters
  Score: Raw -1046622.199858 + Penalty 4401.726192 = -1042220.473667
  nChanged 245
		SP:Iteration 5Q (8772.730000 sec): 3 clusters
  Score: Raw -1046722.897186 + Penalty 4401.726192 = -1042321.170994
  nChanged 174
		SP:Iteration 6Q (8772.750000 sec): 3 clusters
  Score: Raw -1046792.071113 + Penalty 4401.726192 = -1042390.344921
  nChanged 148
		SP:Iteration 7Q (8772.780000 sec): 3 clusters
  Score: Raw -1046861.730534 + Penalty 4401.726192 = -1042460.004342
  nChanged 166
		SP:Iteration 8Q (8772.800000 sec): 3 clusters
  Score: Raw -1046941.047179 + Penalty 4401.726192 = -1042539.320988
  nChanged 161
		SP:Iteration 9Q (8772.830000 sec): 3 clusters
  Score: Raw -1047018.091709 + Penalty 4401.726192 = -1042616.365517
  nChanged 152
		SP:Iteration 10Q (8772.850000 sec): 3 clusters
  Score: Raw -1047083.556234 + Penalty 4401.726192 = -1042681.830042
  nChanged 125
		SP:Iteration 11Q (8772.880000 sec): 3 clusters
  Score: Raw -1047139.271054 + Penalty 4401.726192 = -1042737.544862
  nChanged 109
		SP:Iteration 12Q (8772.900000 sec): 3 clusters
  Score: Raw -1047183.438183 + Penalty 4401.726192 = -1042781.711991
  nChanged 107
		SP:Iteration 13Q (8772.930000 sec): 3 clusters
  Score: Raw -1047231.434377 + Penalty 4401.726192 = -1042829.708186
  nChanged 113
		SP:Iteration 14Q (8772.950000 sec): 3 clusters
  Score: Raw -1047278.182593 + Penalty 4401.726192 = -1042876.456401
  nChanged 110
		SP:Iteration 15Q (8772.980000 sec): 3 clusters
  Score: Raw -1047328.695269 + Penalty 4401.726192 = -1042926.969077
  nChanged 128
		SP:Iteration 16Q (8773.000000 sec): 3 clusters
  Score: Raw -1047387.973653 + Penalty 4401.726192 = -1042986.247461
  nChanged 119
		SP:Iteration 17Q (8773.020000 sec): 3 clusters
  Score: Raw -1047446.800970 + Penalty 4401.726192 = -1043045.074778
  nChanged 138
		SP:Iteration 18Q (8773.050000 sec): 3 clusters
  Score: Raw -1047511.630780 + Penalty 4401.726192 = -1043109.904588
  nChanged 130
		SP:Iteration 19Q (8773.070000 sec): 3 clusters
  Score: Raw -1047573.174756 + Penalty 4401.726192 = -1043171.448565
  nChanged 106
		SP:Iteration 20F (8773.100000 sec): 3 clusters
  Score: Raw -1047618.675237 + Penalty 4401.726192 = -1043216.949045
  nChanged 110
		SP:Iteration 21Q (8773.120000 sec): 3 clusters
  Score: Raw -1047668.529640 + Penalty 4401.726192 = -1043266.803448
  nChanged 115
		SP:Iteration 22Q (8773.140000 sec): 3 clusters
  Score: Raw -1047726.215954 + Penalty 4401.726192 = -1043324.489762
  nChanged 123
		SP:Iteration 23Q (8773.170000 sec): 3 clusters
  Score: Raw -1047786.965619 + Penalty 4401.726192 = -1043385.239427
  nChanged 104
		SP:Iteration 24Q (8773.190000 sec): 3 clusters
  Score: Raw -1047839.094215 + Penalty 4401.726192 = -1043437.368024
  nChanged 110
		SP:Iteration 25Q (8773.220000 sec): 3 clusters
  Score: Raw -1047893.076025 + Penalty 4401.726192 = -1043491.349833
  nChanged 94
		SP:Iteration 26Q (8773.240000 sec): 3 clusters
  Score: Raw -1047951.148789 + Penalty 4401.726192 = -1043549.422598
  nChanged 103
		SP:Iteration 27Q (8773.260000 sec): 3 clusters
  Score: Raw -1048023.636281 + Penalty 4401.726192 = -1043621.910089
  nChanged 97
		SP:Iteration 28Q (8773.280000 sec): 3 clusters
  Score: Raw -1048082.572988 + Penalty 4401.726192 = -1043680.846796
  nChanged 95
		SP:Iteration 29Q (8773.300000 sec): 3 clusters
  Score: Raw -1048138.202463 + Penalty 4401.726192 = -1043736.476271
  nChanged 85
		SP:Iteration 30Q (8773.330000 sec): 3 clusters
  Score: Raw -1048195.868058 + Penalty 4401.726192 = -1043794.141866
  nChanged 75
		SP:Iteration 31Q (8773.350000 sec): 3 clusters
  Score: Raw -1048248.523901 + Penalty 4401.726192 = -1043846.797710
  nChanged 61
		SP:Iteration 32Q (8773.370000 sec): 3 clusters
  Score: Raw -1048286.201226 + Penalty 4401.726192 = -1043884.475035
  nChanged 38
		SP:Iteration 33Q (8773.390000 sec): 3 clusters
  Score: Raw -1048307.718565 + Penalty 4401.726192 = -1043905.992373
  nChanged 45
		SP:Iteration 34Q (8773.410000 sec): 3 clusters
  Score: Raw -1048329.637421 + Penalty 4401.726192 = -1043927.911229
  nChanged 31
		SP:Iteration 35Q (8773.430000 sec): 3 clusters
  Score: Raw -1048347.177415 + Penalty 4401.726192 = -1043945.451224
  nChanged 28
		SP:Iteration 36Q (8773.460000 sec): 3 clusters
  Score: Raw -1048362.024891 + Penalty 4401.726192 = -1043960.298699
  nChanged 21
		SP:Iteration 37Q (8773.480000 sec): 3 clusters
  Score: Raw -1048377.741662 + Penalty 4401.726192 = -1043976.015470
  nChanged 19
		SP:Iteration 38Q (8773.500000 sec): 3 clusters
  Score: Raw -1048390.533277 + Penalty 4401.726192 = -1043988.807085
  nChanged 23
		SP:Iteration 39Q (8773.520000 sec): 3 clusters
  Score: Raw -1048403.912248 + Penalty 4401.726192 = -1044002.186056
  nChanged 19
		SP:Iteration 40F (8773.540000 sec): 3 clusters
  Score: Raw -1048413.715380 + Penalty 4401.726192 = -1044011.989189
  nChanged 13
		SP:Iteration 41Q (8773.560000 sec): 3 clusters
  Score: Raw -1048420.019716 + Penalty 4401.726192 = -1044018.293524
  nChanged 11
		SP:Iteration 42Q (8773.580000 sec): 3 clusters
  Score: Raw -1048425.466212 + Penalty 4401.726192 = -1044023.740020
  nChanged 4
		SP:Iteration 43Q (8773.600000 sec): 3 clusters
  Score: Raw -1048428.027111 + Penalty 4401.726192 = -1044026.300919
  nChanged 2
		SP:Iteration 44Q (8773.620000 sec): 3 clusters
  Score: Raw -1048430.165341 + Penalty 4401.726192 = -1044028.439149
  nChanged 1
		SP:Iteration 45Q (8773.640000 sec): 3 clusters
  Score: Raw -1048430.478576 + Penalty 4401.726192 = -1044028.752385
  nChanged 1
		SP:Iteration 46Q (8773.660000 sec): 3 clusters
  Score: Raw -1048431.104152 + Penalty 4401.726192 = -1044029.377960
  nChanged 1
		SP:Iteration 47Q (8773.680000 sec): 3 clusters
  Score: Raw -1048432.795856 + Penalty 4401.726192 = -1044031.069664
  nChanged 2
		SP:Iteration 48Q (8773.700000 sec): 3 clusters
  Score: Raw -1048433.668594 + Penalty 4401.726192 = -1044031.942402
  nChanged 0
		SP:Iteration 49F (8773.730000 sec): 3 clusters
  Score: Raw -1048433.668594 + Penalty 4401.726192 = -1044031.942402
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8773.760000 sec): 2 clusters
  Score: Raw -1106221.456500 + Penalty 2217.924743 = -1104003.531757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8773.780000 sec): 3 clusters
  Score: Raw -1102237.883185 + Penalty 4435.849487 = -1097802.033699
  nChanged 3127
		SP:Iteration 1F (8773.810000 sec): 3 clusters
  Score: Raw -1103980.308116 + Penalty 4435.849487 = -1099544.458629
  nChanged 550
		SP:Iteration 2F (8773.840000 sec): 3 clusters
  Score: Raw -1104289.391978 + Penalty 4435.849487 = -1099853.542491
  nChanged 422
		SP:Iteration 3F (8773.860000 sec): 3 clusters
  Score: Raw -1104521.445124 + Penalty 4435.849487 = -1100085.595638
  nChanged 367
		SP:Iteration 4Q (8773.890000 sec): 3 clusters
  Score: Raw -1104745.513152 + Penalty 4435.849487 = -1100309.663665
  nChanged 342
		SP:Iteration 5Q (8773.920000 sec): 3 clusters
  Score: Raw -1104965.549613 + Penalty 4435.849487 = -1100529.700126
  nChanged 328
		SP:Iteration 6Q (8773.940000 sec): 3 clusters
  Score: Raw -1105162.945232 + Penalty 4435.849487 = -1100727.095745
  nChanged 272
		SP:Iteration 7Q (8773.970000 sec): 3 clusters
  Score: Raw -1105321.766598 + Penalty 4435.849487 = -1100885.917111
  nChanged 243
		SP:Iteration 8Q (8774.000000 sec): 3 clusters
  Score: Raw -1105464.806055 + Penalty 4435.849487 = -1101028.956569
  nChanged 242
		SP:Iteration 9Q (8774.020000 sec): 3 clusters
  Score: Raw -1105614.794279 + Penalty 4435.849487 = -1101178.944792
  nChanged 213
		SP:Iteration 10Q (8774.050000 sec): 3 clusters
  Score: Raw -1105745.377237 + Penalty 4435.849487 = -1101309.527750
  nChanged 181
		SP:Iteration 11Q (8774.080000 sec): 3 clusters
  Score: Raw -1105866.535444 + Penalty 4435.849487 = -1101430.685958
  nChanged 166
		SP:Iteration 12Q (8774.100000 sec): 3 clusters
  Score: Raw -1105978.474114 + Penalty 4435.849487 = -1101542.624628
  nChanged 171
		SP:Iteration 13Q (8774.130000 sec): 3 clusters
  Score: Raw -1106106.036071 + Penalty 4435.849487 = -1101670.186584
  nChanged 162
		SP:Iteration 14Q (8774.150000 sec): 3 clusters
  Score: Raw -1106224.240747 + Penalty 4435.849487 = -1101788.391260
  nChanged 152
		SP:Iteration 15Q (8774.180000 sec): 3 clusters
  Score: Raw -1106335.699194 + Penalty 4435.849487 = -1101899.849707
  nChanged 123
		SP:Iteration 16Q (8774.200000 sec): 3 clusters
  Score: Raw -1106416.558592 + Penalty 4435.849487 = -1101980.709106
  nChanged 99
		SP:Iteration 17Q (8774.230000 sec): 3 clusters
  Score: Raw -1106491.823837 + Penalty 4435.849487 = -1102055.974350
  nChanged 104
		SP:Iteration 18Q (8774.250000 sec): 3 clusters
  Score: Raw -1106584.035180 + Penalty 4435.849487 = -1102148.185693
  nChanged 95
		SP:Iteration 19Q (8774.270000 sec): 3 clusters
  Score: Raw -1106652.829679 + Penalty 4435.849487 = -1102216.980192
  nChanged 65
		SP:Iteration 20F (8774.300000 sec): 3 clusters
  Score: Raw -1106691.440401 + Penalty 4435.849487 = -1102255.590914
  nChanged 59
		SP:Iteration 21Q (8774.320000 sec): 3 clusters
  Score: Raw -1106724.496978 + Penalty 4435.849487 = -1102288.647491
  nChanged 49
		SP:Iteration 22Q (8774.340000 sec): 3 clusters
  Score: Raw -1106747.350806 + Penalty 4435.849487 = -1102311.501319
  nChanged 37
		SP:Iteration 23Q (8774.370000 sec): 3 clusters
  Score: Raw -1106764.677737 + Penalty 4435.849487 = -1102328.828250
  nChanged 34
		SP:Iteration 24Q (8774.390000 sec): 3 clusters
  Score: Raw -1106782.066678 + Penalty 4435.849487 = -1102346.217191
  nChanged 22
		SP:Iteration 25Q (8774.410000 sec): 3 clusters
  Score: Raw -1106792.683073 + Penalty 4435.849487 = -1102356.833586
  nChanged 16
		SP:Iteration 26Q (8774.430000 sec): 3 clusters
  Score: Raw -1106799.020705 + Penalty 4435.849487 = -1102363.171218
  nChanged 15
		SP:Iteration 27Q (8774.460000 sec): 3 clusters
  Score: Raw -1106806.194805 + Penalty 4435.849487 = -1102370.345318
  nChanged 19
		SP:Iteration 28Q (8774.480000 sec): 3 clusters
  Score: Raw -1106815.234368 + Penalty 4435.849487 = -1102379.384882
  nChanged 20
		SP:Iteration 29Q (8774.500000 sec): 3 clusters
  Score: Raw -1106823.200990 + Penalty 4435.849487 = -1102387.351503
  nChanged 14
		SP:Iteration 30Q (8774.520000 sec): 3 clusters
  Score: Raw -1106829.580266 + Penalty 4435.849487 = -1102393.730779
  nChanged 14
		SP:Iteration 31Q (8774.540000 sec): 3 clusters
  Score: Raw -1106835.231290 + Penalty 4435.849487 = -1102399.381803
  nChanged 14
		SP:Iteration 32Q (8774.560000 sec): 3 clusters
  Score: Raw -1106841.907902 + Penalty 4435.849487 = -1102406.058415
  nChanged 12
		SP:Iteration 33Q (8774.590000 sec): 3 clusters
  Score: Raw -1106847.860548 + Penalty 4435.849487 = -1102412.011061
  nChanged 18
		SP:Iteration 34Q (8774.610000 sec): 3 clusters
  Score: Raw -1106856.687505 + Penalty 4435.849487 = -1102420.838018
  nChanged 18
		SP:Iteration 35Q (8774.630000 sec): 3 clusters
  Score: Raw -1106865.992245 + Penalty 4435.849487 = -1102430.142758
  nChanged 25
		SP:Iteration 36Q (8774.650000 sec): 3 clusters
  Score: Raw -1106877.254885 + Penalty 4435.849487 = -1102441.405398
  nChanged 11
		SP:Iteration 37Q (8774.670000 sec): 3 clusters
  Score: Raw -1106881.763981 + Penalty 4435.849487 = -1102445.914495
  nChanged 10
		SP:Iteration 38Q (8774.690000 sec): 3 clusters
  Score: Raw -1106886.144029 + Penalty 4435.849487 = -1102450.294543
  nChanged 7
		SP:Iteration 39Q (8774.720000 sec): 3 clusters
  Score: Raw -1106890.039183 + Penalty 4435.849487 = -1102454.189696
  nChanged 8
		SP:Iteration 40F (8774.740000 sec): 3 clusters
  Score: Raw -1106893.080373 + Penalty 4435.849487 = -1102457.230886
  nChanged 9
		SP:Iteration 41Q (8774.760000 sec): 3 clusters
  Score: Raw -1106897.670117 + Penalty 4435.849487 = -1102461.820631
  nChanged 8
		SP:Iteration 42Q (8774.780000 sec): 3 clusters
  Score: Raw -1106902.075394 + Penalty 4435.849487 = -1102466.225908
  nChanged 9
		SP:Iteration 43Q (8774.800000 sec): 3 clusters
  Score: Raw -1106904.631617 + Penalty 4435.849487 = -1102468.782130
  nChanged 5
		SP:Iteration 44Q (8774.830000 sec): 3 clusters
  Score: Raw -1106907.620693 + Penalty 4435.849487 = -1102471.771207
  nChanged 8
		SP:Iteration 45Q (8774.850000 sec): 3 clusters
  Score: Raw -1106911.760775 + Penalty 4435.849487 = -1102475.911289
  nChanged 6
		SP:Iteration 46Q (8774.870000 sec): 3 clusters
  Score: Raw -1106914.170425 + Penalty 4435.849487 = -1102478.320938
  nChanged 9
		SP:Iteration 47Q (8774.890000 sec): 3 clusters
  Score: Raw -1106918.095378 + Penalty 4435.849487 = -1102482.245891
  nChanged 6
		SP:Iteration 48Q (8774.910000 sec): 3 clusters
  Score: Raw -1106920.561442 + Penalty 4435.849487 = -1102484.711955
  nChanged 3
		SP:Iteration 49Q (8774.930000 sec): 3 clusters
  Score: Raw -1106922.324583 + Penalty 4435.849487 = -1102486.475097
  nChanged 5
		SP:Iteration 50Q (8774.950000 sec): 3 clusters
  Score: Raw -1106924.388570 + Penalty 4435.849487 = -1102488.539083
  nChanged 5
		SP:Iteration 51Q (8774.970000 sec): 3 clusters
  Score: Raw -1106927.604827 + Penalty 4435.849487 = -1102491.755341
  nChanged 4
		SP:Iteration 52Q (8774.990000 sec): 3 clusters
  Score: Raw -1106929.919822 + Penalty 4435.849487 = -1102494.070335
  nChanged 5
		SP:Iteration 53Q (8775.020000 sec): 3 clusters
  Score: Raw -1106933.237766 + Penalty 4435.849487 = -1102497.388279
  nChanged 4
		SP:Iteration 54Q (8775.040000 sec): 3 clusters
  Score: Raw -1106934.867862 + Penalty 4435.849487 = -1102499.018375
  nChanged 1
		SP:Iteration 55Q (8775.060000 sec): 3 clusters
  Score: Raw -1106935.284284 + Penalty 4435.849487 = -1102499.434798
  nChanged 1
		SP:Iteration 56Q (8775.080000 sec): 3 clusters
  Score: Raw -1106935.544542 + Penalty 4435.849487 = -1102499.695055
  nChanged 1
		SP:Iteration 57Q (8775.100000 sec): 3 clusters
  Score: Raw -1106935.860291 + Penalty 4435.849487 = -1102500.010804
  nChanged 0
		SP:Iteration 58F (8775.120000 sec): 3 clusters
  Score: Raw -1106935.860291 + Penalty 4435.849487 = -1102500.010804
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8775.220000 sec): 2 clusters
  Score: Raw -4024112.096684 + Penalty 2532.694661 = -4021579.402023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8775.320000 sec): 3 clusters
  Score: Raw -4007829.248363 + Penalty 5065.389321 = -4002763.859042
  nChanged 12151
		SP:Iteration 1F (8775.420000 sec): 3 clusters
  Score: Raw -4014508.497105 + Penalty 5065.389321 = -4009443.107784
  nChanged 1296
		SP:Iteration 2Q (8775.520000 sec): 3 clusters
  Score: Raw -4014911.015101 + Penalty 5065.389321 = -4009845.625780
  nChanged 1061
		SP:Iteration 3Q (8775.620000 sec): 3 clusters
  Score: Raw -4015229.014858 + Penalty 5065.389321 = -4010163.625536
  nChanged 950
		SP:Iteration 4Q (8775.720000 sec): 3 clusters
  Score: Raw -4015531.023594 + Penalty 5065.389321 = -4010465.634273
  nChanged 917
		SP:Iteration 5Q (8775.820000 sec): 3 clusters
  Score: Raw -4015847.202117 + Penalty 5065.389321 = -4010781.812795
  nChanged 991
		SP:Iteration 6Q (8775.920000 sec): 3 clusters
  Score: Raw -4016231.238435 + Penalty 5065.389321 = -4011165.849114
  nChanged 1155
		SP:Iteration 7Q (8776.020000 sec): 3 clusters
  Score: Raw -4016805.085305 + Penalty 5065.389321 = -4011739.695983
  nChanged 1450
		SP:Iteration 8F (8776.120000 sec): 3 clusters
  Score: Raw -4017658.677048 + Penalty 5065.389321 = -4012593.287726
  nChanged 1691
		SP:Iteration 9F (8776.220000 sec): 3 clusters
  Score: Raw -4018851.735663 + Penalty 5065.389321 = -4013786.346342
  nChanged 1869
		SP:Iteration 10F (8776.320000 sec): 3 clusters
  Score: Raw -4020344.368645 + Penalty 5065.389321 = -4015278.979324
  nChanged 1688
		SP:Iteration 11F (8776.420000 sec): 3 clusters
  Score: Raw -4021794.702534 + Penalty 5065.389321 = -4016729.313213
  nChanged 1286
		SP:Iteration 12Q (8776.510000 sec): 3 clusters
  Score: Raw -4022974.835631 + Penalty 5065.389321 = -4017909.446310
  nChanged 791
		SP:Iteration 13Q (8776.600000 sec): 3 clusters
  Score: Raw -4023701.388123 + Penalty 5065.389321 = -4018635.998802
  nChanged 367
		SP:Iteration 14Q (8776.680000 sec): 3 clusters
  Score: Raw -4024046.912445 + Penalty 5065.389321 = -4018981.523124
  nChanged 164
		SP:Iteration 15Q (8776.760000 sec): 3 clusters
  Score: Raw -4024210.071438 + Penalty 5065.389321 = -4019144.682117
  nChanged 77
		SP:Iteration 16Q (8776.830000 sec): 3 clusters
  Score: Raw -4024300.254263 + Penalty 5065.389321 = -4019234.864942
  nChanged 41
		SP:Iteration 17Q (8776.910000 sec): 3 clusters
  Score: Raw -4024347.813582 + Penalty 5065.389321 = -4019282.424261
  nChanged 21
		SP:Iteration 18Q (8776.980000 sec): 3 clusters
  Score: Raw -4024374.864764 + Penalty 5065.389321 = -4019309.475443
  nChanged 18
		SP:Iteration 19Q (8777.050000 sec): 3 clusters
  Score: Raw -4024398.975936 + Penalty 5065.389321 = -4019333.586615
  nChanged 10
		SP:Iteration 20F (8777.150000 sec): 3 clusters
  Score: Raw -4024413.185596 + Penalty 5065.389321 = -4019347.796275
  nChanged 4
		SP:Iteration 21Q (8777.220000 sec): 3 clusters
  Score: Raw -4024420.007861 + Penalty 5065.389321 = -4019354.618540
  nChanged 6
		SP:Iteration 22Q (8777.290000 sec): 3 clusters
  Score: Raw -4024425.759783 + Penalty 5065.389321 = -4019360.370462
  nChanged 2
		SP:Iteration 23Q (8777.360000 sec): 3 clusters
  Score: Raw -4024427.828713 + Penalty 5065.389321 = -4019362.439392
  nChanged 2
		SP:Iteration 24Q (8777.430000 sec): 3 clusters
  Score: Raw -4024429.877293 + Penalty 5065.389321 = -4019364.487971
  nChanged 1
		SP:Iteration 25Q (8777.500000 sec): 3 clusters
  Score: Raw -4024430.501371 + Penalty 5065.389321 = -4019365.112050
  nChanged 0
		SP:Iteration 26F (8777.600000 sec): 3 clusters
  Score: Raw -4024430.501371 + Penalty 5065.389321 = -4019365.112050
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8777.670000 sec): 2 clusters
  Score: Raw -3338101.850046 + Penalty 2502.075052 = -3335599.774994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8777.760000 sec): 3 clusters
  Score: Raw -3323926.060103 + Penalty 5004.150104 = -3318921.909999
  nChanged 10699
		SP:Iteration 1F (8777.850000 sec): 3 clusters
  Score: Raw -3329823.075892 + Penalty 5004.150104 = -3324818.925788
  nChanged 1327
		SP:Iteration 2F (8777.930000 sec): 3 clusters
  Score: Raw -3330316.255611 + Penalty 5004.150104 = -3325312.105506
  nChanged 1131
		SP:Iteration 3Q (8778.020000 sec): 3 clusters
  Score: Raw -3330725.956990 + Penalty 5004.150104 = -3325721.806886
  nChanged 1030
		SP:Iteration 4Q (8778.110000 sec): 3 clusters
  Score: Raw -3331109.937629 + Penalty 5004.150104 = -3326105.787524
  nChanged 979
		SP:Iteration 5Q (8778.190000 sec): 3 clusters
  Score: Raw -3331471.513803 + Penalty 5004.150104 = -3326467.363698
  nChanged 924
		SP:Iteration 6Q (8778.280000 sec): 3 clusters
  Score: Raw -3331817.521583 + Penalty 5004.150104 = -3326813.371479
  nChanged 923
		SP:Iteration 7Q (8778.360000 sec): 3 clusters
  Score: Raw -3332180.461023 + Penalty 5004.150104 = -3327176.310919
  nChanged 904
		SP:Iteration 8Q (8778.450000 sec): 3 clusters
  Score: Raw -3332562.927972 + Penalty 5004.150104 = -3327558.777868
  nChanged 990
		SP:Iteration 9Q (8778.530000 sec): 3 clusters
  Score: Raw -3333048.394050 + Penalty 5004.150104 = -3328044.243946
  nChanged 1001
		SP:Iteration 10Q (8778.620000 sec): 3 clusters
  Score: Raw -3333524.551045 + Penalty 5004.150104 = -3328520.400940
  nChanged 921
		SP:Iteration 11Q (8778.710000 sec): 3 clusters
  Score: Raw -3333969.449017 + Penalty 5004.150104 = -3328965.298912
  nChanged 876
		SP:Iteration 12Q (8778.790000 sec): 3 clusters
  Score: Raw -3334424.191196 + Penalty 5004.150104 = -3329420.041091
  nChanged 831
		SP:Iteration 13Q (8778.870000 sec): 3 clusters
  Score: Raw -3334849.142076 + Penalty 5004.150104 = -3329844.991972
  nChanged 699
		SP:Iteration 14Q (8778.960000 sec): 3 clusters
  Score: Raw -3335161.558992 + Penalty 5004.150104 = -3330157.408888
  nChanged 581
		SP:Iteration 15Q (8779.050000 sec): 3 clusters
  Score: Raw -3335393.890749 + Penalty 5004.150104 = -3330389.740644
  nChanged 487
		SP:Iteration 16Q (8779.130000 sec): 3 clusters
  Score: Raw -3335568.644323 + Penalty 5004.150104 = -3330564.494219
  nChanged 394
		SP:Iteration 17Q (8779.210000 sec): 3 clusters
  Score: Raw -3335681.768265 + Penalty 5004.150104 = -3330677.618161
  nChanged 358
		SP:Iteration 18Q (8779.290000 sec): 3 clusters
  Score: Raw -3335793.773050 + Penalty 5004.150104 = -3330789.622945
  nChanged 339
		SP:Iteration 19Q (8779.370000 sec): 3 clusters
  Score: Raw -3335912.101874 + Penalty 5004.150104 = -3330907.951770
  nChanged 329
		SP:Iteration 20F (8779.460000 sec): 3 clusters
  Score: Raw -3336019.993229 + Penalty 5004.150104 = -3331015.843125
  nChanged 320
		SP:Iteration 21Q (8779.540000 sec): 3 clusters
  Score: Raw -3336123.950170 + Penalty 5004.150104 = -3331119.800066
  nChanged 308
		SP:Iteration 22Q (8779.630000 sec): 3 clusters
  Score: Raw -3336227.261321 + Penalty 5004.150104 = -3331223.111216
  nChanged 293
		SP:Iteration 23Q (8779.710000 sec): 3 clusters
  Score: Raw -3336319.371907 + Penalty 5004.150104 = -3331315.221802
  nChanged 284
		SP:Iteration 24Q (8779.790000 sec): 3 clusters
  Score: Raw -3336404.707665 + Penalty 5004.150104 = -3331400.557561
  nChanged 301
		SP:Iteration 25Q (8779.870000 sec): 3 clusters
  Score: Raw -3336506.397753 + Penalty 5004.150104 = -3331502.247649
  nChanged 300
		SP:Iteration 26Q (8779.950000 sec): 3 clusters
  Score: Raw -3336607.963082 + Penalty 5004.150104 = -3331603.812978
  nChanged 309
		SP:Iteration 27Q (8780.030000 sec): 3 clusters
  Score: Raw -3336715.021493 + Penalty 5004.150104 = -3331710.871389
  nChanged 307
		SP:Iteration 28Q (8780.110000 sec): 3 clusters
  Score: Raw -3336827.252357 + Penalty 5004.150104 = -3331823.102253
  nChanged 300
		SP:Iteration 29Q (8780.190000 sec): 3 clusters
  Score: Raw -3336946.568316 + Penalty 5004.150104 = -3331942.418212
  nChanged 319
		SP:Iteration 30Q (8780.270000 sec): 3 clusters
  Score: Raw -3337079.909299 + Penalty 5004.150104 = -3332075.759195
  nChanged 318
		SP:Iteration 31Q (8780.340000 sec): 3 clusters
  Score: Raw -3337211.467591 + Penalty 5004.150104 = -3332207.317487
  nChanged 318
		SP:Iteration 32Q (8780.420000 sec): 3 clusters
  Score: Raw -3337345.331173 + Penalty 5004.150104 = -3332341.181069
  nChanged 291
		SP:Iteration 33Q (8780.490000 sec): 3 clusters
  Score: Raw -3337468.040369 + Penalty 5004.150104 = -3332463.890265
  nChanged 257
		SP:Iteration 34Q (8780.570000 sec): 3 clusters
  Score: Raw -3337574.074061 + Penalty 5004.150104 = -3332569.923957
  nChanged 238
		SP:Iteration 35Q (8780.640000 sec): 3 clusters
  Score: Raw -3337667.000052 + Penalty 5004.150104 = -3332662.849947
  nChanged 237
		SP:Iteration 36Q (8780.710000 sec): 3 clusters
  Score: Raw -3337785.737422 + Penalty 5004.150104 = -3332781.587318
  nChanged 215
		SP:Iteration 37Q (8780.790000 sec): 3 clusters
  Score: Raw -3337902.995546 + Penalty 5004.150104 = -3332898.845442
  nChanged 216
		SP:Iteration 38Q (8780.850000 sec): 3 clusters
  Score: Raw -3338006.166053 + Penalty 5004.150104 = -3333002.015949
  nChanged 186
		SP:Iteration 39Q (8780.930000 sec): 3 clusters
  Score: Raw -3338084.265528 + Penalty 5004.150104 = -3333080.115424
  nChanged 152
		SP:Iteration 40F (8781.010000 sec): 3 clusters
  Score: Raw -3338151.989323 + Penalty 5004.150104 = -3333147.839219
  nChanged 127
		SP:Iteration 41Q (8781.080000 sec): 3 clusters
  Score: Raw -3338202.631174 + Penalty 5004.150104 = -3333198.481070
  nChanged 118
		SP:Iteration 42Q (8781.150000 sec): 3 clusters
  Score: Raw -3338249.825499 + Penalty 5004.150104 = -3333245.675395
  nChanged 105
		SP:Iteration 43Q (8781.210000 sec): 3 clusters
  Score: Raw -3338288.676222 + Penalty 5004.150104 = -3333284.526118
  nChanged 95
		SP:Iteration 44Q (8781.280000 sec): 3 clusters
  Score: Raw -3338321.757131 + Penalty 5004.150104 = -3333317.607027
  nChanged 77
		SP:Iteration 45Q (8781.350000 sec): 3 clusters
  Score: Raw -3338353.194794 + Penalty 5004.150104 = -3333349.044690
  nChanged 65
		SP:Iteration 46Q (8781.420000 sec): 3 clusters
  Score: Raw -3338379.688835 + Penalty 5004.150104 = -3333375.538731
  nChanged 70
		SP:Iteration 47Q (8781.480000 sec): 3 clusters
  Score: Raw -3338403.835904 + Penalty 5004.150104 = -3333399.685800
  nChanged 62
		SP:Iteration 48Q (8781.550000 sec): 3 clusters
  Score: Raw -3338426.919947 + Penalty 5004.150104 = -3333422.769843
  nChanged 51
		SP:Iteration 49Q (8781.610000 sec): 3 clusters
  Score: Raw -3338446.392052 + Penalty 5004.150104 = -3333442.241947
  nChanged 52
		SP:Iteration 50Q (8781.680000 sec): 3 clusters
  Score: Raw -3338466.892489 + Penalty 5004.150104 = -3333462.742385
  nChanged 39
		SP:Iteration 51Q (8781.750000 sec): 3 clusters
  Score: Raw -3338480.407164 + Penalty 5004.150104 = -3333476.257060
  nChanged 32
		SP:Iteration 52Q (8781.810000 sec): 3 clusters
  Score: Raw -3338492.133097 + Penalty 5004.150104 = -3333487.982992
  nChanged 34
		SP:Iteration 53Q (8781.870000 sec): 3 clusters
  Score: Raw -3338503.275990 + Penalty 5004.150104 = -3333499.125886
  nChanged 28
		SP:Iteration 54Q (8781.940000 sec): 3 clusters
  Score: Raw -3338512.838177 + Penalty 5004.150104 = -3333508.688073
  nChanged 31
		SP:Iteration 55Q (8782.010000 sec): 3 clusters
  Score: Raw -3338523.620760 + Penalty 5004.150104 = -3333519.470656
  nChanged 27
		SP:Iteration 56Q (8782.070000 sec): 3 clusters
  Score: Raw -3338533.278947 + Penalty 5004.150104 = -3333529.128842
  nChanged 25
		SP:Iteration 57Q (8782.140000 sec): 3 clusters
  Score: Raw -3338542.344653 + Penalty 5004.150104 = -3333538.194549
  nChanged 24
		SP:Iteration 58Q (8782.200000 sec): 3 clusters
  Score: Raw -3338549.209841 + Penalty 5004.150104 = -3333545.059736
  nChanged 15
		SP:Iteration 59Q (8782.270000 sec): 3 clusters
  Score: Raw -3338553.194159 + Penalty 5004.150104 = -3333549.044054
  nChanged 12
		SP:Iteration 60F (8782.350000 sec): 3 clusters
  Score: Raw -3338557.661460 + Penalty 5004.150104 = -3333553.511356
  nChanged 12
		SP:Iteration 61Q (8782.420000 sec): 3 clusters
  Score: Raw -3338560.933218 + Penalty 5004.150104 = -3333556.783114
  nChanged 6
		SP:Iteration 62Q (8782.490000 sec): 3 clusters
  Score: Raw -3338562.388609 + Penalty 5004.150104 = -3333558.238504
  nChanged 5
		SP:Iteration 63Q (8782.550000 sec): 3 clusters
  Score: Raw -3338564.631573 + Penalty 5004.150104 = -3333560.481469
  nChanged 5
		SP:Iteration 64Q (8782.620000 sec): 3 clusters
  Score: Raw -3338567.631151 + Penalty 5004.150104 = -3333563.481047
  nChanged 14
		SP:Iteration 65Q (8782.690000 sec): 3 clusters
  Score: Raw -3338573.700011 + Penalty 5004.150104 = -3333569.549907
  nChanged 13
		SP:Iteration 66Q (8782.760000 sec): 3 clusters
  Score: Raw -3338577.840803 + Penalty 5004.150104 = -3333573.690699
  nChanged 8
		SP:Iteration 67Q (8782.820000 sec): 3 clusters
  Score: Raw -3338581.837539 + Penalty 5004.150104 = -3333577.687435
  nChanged 8
		SP:Iteration 68Q (8782.880000 sec): 3 clusters
  Score: Raw -3338585.272881 + Penalty 5004.150104 = -3333581.122777
  nChanged 6
		SP:Iteration 69Q (8782.950000 sec): 3 clusters
  Score: Raw -3338587.390694 + Penalty 5004.150104 = -3333583.240590
  nChanged 10
		SP:Iteration 70Q (8783.010000 sec): 3 clusters
  Score: Raw -3338591.532977 + Penalty 5004.150104 = -3333587.382873
  nChanged 12
		SP:Iteration 71Q (8783.070000 sec): 3 clusters
  Score: Raw -3338596.568550 + Penalty 5004.150104 = -3333592.418446
  nChanged 10
		SP:Iteration 72Q (8783.140000 sec): 3 clusters
  Score: Raw -3338600.606640 + Penalty 5004.150104 = -3333596.456536
  nChanged 11
		SP:Iteration 73Q (8783.200000 sec): 3 clusters
  Score: Raw -3338603.473369 + Penalty 5004.150104 = -3333599.323265
  nChanged 7
		SP:Iteration 74Q (8783.270000 sec): 3 clusters
  Score: Raw -3338605.149367 + Penalty 5004.150104 = -3333600.999263
  nChanged 6
		SP:Iteration 75Q (8783.330000 sec): 3 clusters
  Score: Raw -3338607.757887 + Penalty 5004.150104 = -3333603.607782
  nChanged 7
		SP:Iteration 76Q (8783.390000 sec): 3 clusters
  Score: Raw -3338610.341317 + Penalty 5004.150104 = -3333606.191212
  nChanged 14
		SP:Iteration 77Q (8783.460000 sec): 3 clusters
  Score: Raw -3338616.669751 + Penalty 5004.150104 = -3333612.519646
  nChanged 17
		SP:Iteration 78Q (8783.520000 sec): 3 clusters
  Score: Raw -3338623.672477 + Penalty 5004.150104 = -3333619.522373
  nChanged 7
		SP:Iteration 79Q (8783.590000 sec): 3 clusters
  Score: Raw -3338626.357524 + Penalty 5004.150104 = -3333622.207420
  nChanged 6
		SP:Iteration 80F (8783.670000 sec): 3 clusters
  Score: Raw -3338628.648394 + Penalty 5004.150104 = -3333624.498289
  nChanged 6
		SP:Iteration 81Q (8783.730000 sec): 3 clusters
  Score: Raw -3338630.155954 + Penalty 5004.150104 = -3333626.005850
  nChanged 6
		SP:Iteration 82Q (8783.790000 sec): 3 clusters
  Score: Raw -3338632.354020 + Penalty 5004.150104 = -3333628.203916
  nChanged 9
		SP:Iteration 83Q (8783.860000 sec): 3 clusters
  Score: Raw -3338635.238618 + Penalty 5004.150104 = -3333631.088514
  nChanged 4
		SP:Iteration 84Q (8783.920000 sec): 3 clusters
  Score: Raw -3338636.273751 + Penalty 5004.150104 = -3333632.123647
  nChanged 6
		SP:Iteration 85Q (8783.990000 sec): 3 clusters
  Score: Raw -3338637.798988 + Penalty 5004.150104 = -3333633.648884
  nChanged 5
		SP:Iteration 86Q (8784.050000 sec): 3 clusters
  Score: Raw -3338639.133402 + Penalty 5004.150104 = -3333634.983298
  nChanged 4
		SP:Iteration 87Q (8784.110000 sec): 3 clusters
  Score: Raw -3338640.518397 + Penalty 5004.150104 = -3333636.368293
  nChanged 5
		SP:Iteration 88Q (8784.180000 sec): 3 clusters
  Score: Raw -3338642.321430 + Penalty 5004.150104 = -3333638.171325
  nChanged 4
		SP:Iteration 89Q (8784.240000 sec): 3 clusters
  Score: Raw -3338643.996222 + Penalty 5004.150104 = -3333639.846118
  nChanged 4
		SP:Iteration 90Q (8784.300000 sec): 3 clusters
  Score: Raw -3338645.358393 + Penalty 5004.150104 = -3333641.208289
  nChanged 2
		SP:Iteration 91Q (8784.370000 sec): 3 clusters
  Score: Raw -3338646.256074 + Penalty 5004.150104 = -3333642.105970
  nChanged 4
		SP:Iteration 92Q (8784.430000 sec): 3 clusters
  Score: Raw -3338647.632550 + Penalty 5004.150104 = -3333643.482446
  nChanged 1
		SP:Iteration 93Q (8784.490000 sec): 3 clusters
  Score: Raw -3338647.835441 + Penalty 5004.150104 = -3333643.685337
  nChanged 1
		SP:Iteration 94Q (8784.560000 sec): 3 clusters
  Score: Raw -3338648.139951 + Penalty 5004.150104 = -3333643.989847
  nChanged 2
		SP:Iteration 95Q (8784.620000 sec): 3 clusters
  Score: Raw -3338648.662753 + Penalty 5004.150104 = -3333644.512649
  nChanged 0
		SP:Iteration 96F (8784.710000 sec): 3 clusters
  Score: Raw -3338648.662753 + Penalty 5004.150104 = -3333644.512649
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8784.730000 sec): 2 clusters
  Score: Raw -494000.591510 + Penalty 2019.015069 = -491981.576441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8784.740000 sec): 3 clusters
  Score: Raw -492534.210758 + Penalty 4038.030138 = -488496.180620
  nChanged 1252
		SP:Iteration 1F (8784.750000 sec): 3 clusters
  Score: Raw -493346.653952 + Penalty 4038.030138 = -489308.623815
  nChanged 258
		SP:Iteration 2F (8784.760000 sec): 3 clusters
  Score: Raw -493552.981891 + Penalty 4038.030138 = -489514.951754
  nChanged 191
		SP:Iteration 3F (8784.770000 sec): 3 clusters
  Score: Raw -493672.547121 + Penalty 4038.030138 = -489634.516983
  nChanged 122
		SP:Iteration 4Q (8784.790000 sec): 3 clusters
  Score: Raw -493746.826355 + Penalty 4038.030138 = -489708.796218
  nChanged 96
		SP:Iteration 5Q (8784.800000 sec): 3 clusters
  Score: Raw -493804.355962 + Penalty 4038.030138 = -489766.325824
  nChanged 91
		SP:Iteration 6Q (8784.810000 sec): 3 clusters
  Score: Raw -493863.279437 + Penalty 4038.030138 = -489825.249299
  nChanged 95
		SP:Iteration 7Q (8784.820000 sec): 3 clusters
  Score: Raw -493933.024863 + Penalty 4038.030138 = -489894.994725
  nChanged 95
		SP:Iteration 8Q (8784.830000 sec): 3 clusters
  Score: Raw -493998.959272 + Penalty 4038.030138 = -489960.929134
  nChanged 84
		SP:Iteration 9Q (8784.850000 sec): 3 clusters
  Score: Raw -494047.340359 + Penalty 4038.030138 = -490009.310222
  nChanged 62
		SP:Iteration 10Q (8784.860000 sec): 3 clusters
  Score: Raw -494084.068247 + Penalty 4038.030138 = -490046.038109
  nChanged 62
		SP:Iteration 11Q (8784.870000 sec): 3 clusters
  Score: Raw -494126.783989 + Penalty 4038.030138 = -490088.753851
  nChanged 63
		SP:Iteration 12Q (8784.880000 sec): 3 clusters
  Score: Raw -494165.913469 + Penalty 4038.030138 = -490127.883331
  nChanged 43
		SP:Iteration 13Q (8784.890000 sec): 3 clusters
  Score: Raw -494192.017255 + Penalty 4038.030138 = -490153.987117
  nChanged 44
		SP:Iteration 14Q (8784.910000 sec): 3 clusters
  Score: Raw -494218.221668 + Penalty 4038.030138 = -490180.191530
  nChanged 36
		SP:Iteration 15Q (8784.910000 sec): 3 clusters
  Score: Raw -494240.977826 + Penalty 4038.030138 = -490202.947688
  nChanged 39
		SP:Iteration 16Q (8784.930000 sec): 3 clusters
  Score: Raw -494264.842940 + Penalty 4038.030138 = -490226.812803
  nChanged 39
		SP:Iteration 17Q (8784.940000 sec): 3 clusters
  Score: Raw -494292.998286 + Penalty 4038.030138 = -490254.968148
  nChanged 47
		SP:Iteration 18Q (8784.950000 sec): 3 clusters
  Score: Raw -494332.364326 + Penalty 4038.030138 = -490294.334188
  nChanged 50
		SP:Iteration 19Q (8784.960000 sec): 3 clusters
  Score: Raw -494369.261491 + Penalty 4038.030138 = -490331.231353
  nChanged 40
		SP:Iteration 20F (8784.970000 sec): 3 clusters
  Score: Raw -494411.364049 + Penalty 4038.030138 = -490373.333912
  nChanged 46
		SP:Iteration 21Q (8784.990000 sec): 3 clusters
  Score: Raw -494451.999749 + Penalty 4038.030138 = -490413.969612
  nChanged 58
		SP:Iteration 22Q (8785.000000 sec): 3 clusters
  Score: Raw -494498.322200 + Penalty 4038.030138 = -490460.292062
  nChanged 65
		SP:Iteration 23Q (8785.010000 sec): 3 clusters
  Score: Raw -494556.417773 + Penalty 4038.030138 = -490518.387636
  nChanged 63
		SP:Iteration 24Q (8785.020000 sec): 3 clusters
  Score: Raw -494628.369917 + Penalty 4038.030138 = -490590.339780
  nChanged 65
		SP:Iteration 25Q (8785.030000 sec): 3 clusters
  Score: Raw -494696.098692 + Penalty 4038.030138 = -490658.068555
  nChanged 62
		SP:Iteration 26Q (8785.050000 sec): 3 clusters
  Score: Raw -494756.338111 + Penalty 4038.030138 = -490718.307973
  nChanged 63
		SP:Iteration 27Q (8785.060000 sec): 3 clusters
  Score: Raw -494821.462962 + Penalty 4038.030138 = -490783.432824
  nChanged 65
		SP:Iteration 28Q (8785.070000 sec): 3 clusters
  Score: Raw -494879.844497 + Penalty 4038.030138 = -490841.814360
  nChanged 54
		SP:Iteration 29Q (8785.080000 sec): 3 clusters
  Score: Raw -494924.118050 + Penalty 4038.030138 = -490886.087912
  nChanged 54
		SP:Iteration 30Q (8785.090000 sec): 3 clusters
  Score: Raw -494964.804519 + Penalty 4038.030138 = -490926.774382
  nChanged 53
		SP:Iteration 31Q (8785.100000 sec): 3 clusters
  Score: Raw -495014.336704 + Penalty 4038.030138 = -490976.306567
  nChanged 67
		SP:Iteration 32Q (8785.110000 sec): 3 clusters
  Score: Raw -495088.494367 + Penalty 4038.030138 = -491050.464230
  nChanged 73
		SP:Iteration 33Q (8785.120000 sec): 3 clusters
  Score: Raw -495173.402346 + Penalty 4038.030138 = -491135.372209
  nChanged 66
		SP:Iteration 34Q (8785.130000 sec): 3 clusters
  Score: Raw -495247.203790 + Penalty 4038.030138 = -491209.173653
  nChanged 69
		SP:Iteration 35Q (8785.150000 sec): 3 clusters
  Score: Raw -495314.428868 + Penalty 4038.030138 = -491276.398731
  nChanged 54
		SP:Iteration 36Q (8785.150000 sec): 3 clusters
  Score: Raw -495360.090227 + Penalty 4038.030138 = -491322.060089
  nChanged 50
		SP:Iteration 37Q (8785.170000 sec): 3 clusters
  Score: Raw -495404.630290 + Penalty 4038.030138 = -491366.600152
  nChanged 37
		SP:Iteration 38Q (8785.170000 sec): 3 clusters
  Score: Raw -495430.527793 + Penalty 4038.030138 = -491392.497655
  nChanged 37
		SP:Iteration 39Q (8785.190000 sec): 3 clusters
  Score: Raw -495462.535915 + Penalty 4038.030138 = -491424.505777
  nChanged 33
		SP:Iteration 40F (8785.200000 sec): 3 clusters
  Score: Raw -495497.049708 + Penalty 4038.030138 = -491459.019570
  nChanged 39
		SP:Iteration 41Q (8785.210000 sec): 3 clusters
  Score: Raw -495524.742768 + Penalty 4038.030138 = -491486.712630
  nChanged 38
		SP:Iteration 42Q (8785.220000 sec): 3 clusters
  Score: Raw -495554.420866 + Penalty 4038.030138 = -491516.390728
  nChanged 33
		SP:Iteration 43Q (8785.230000 sec): 3 clusters
  Score: Raw -495576.148669 + Penalty 4038.030138 = -491538.118532
  nChanged 31
		SP:Iteration 44Q (8785.240000 sec): 3 clusters
  Score: Raw -495593.741651 + Penalty 4038.030138 = -491555.711514
  nChanged 29
		SP:Iteration 45Q (8785.250000 sec): 3 clusters
  Score: Raw -495610.548239 + Penalty 4038.030138 = -491572.518101
  nChanged 31
		SP:Iteration 46Q (8785.260000 sec): 3 clusters
  Score: Raw -495633.381065 + Penalty 4038.030138 = -491595.350928
  nChanged 39
		SP:Iteration 47Q (8785.270000 sec): 3 clusters
  Score: Raw -495661.770294 + Penalty 4038.030138 = -491623.740156
  nChanged 28
		SP:Iteration 48Q (8785.280000 sec): 3 clusters
  Score: Raw -495679.883610 + Penalty 4038.030138 = -491641.853472
  nChanged 21
		SP:Iteration 49Q (8785.290000 sec): 3 clusters
  Score: Raw -495689.617563 + Penalty 4038.030138 = -491651.587426
  nChanged 13
		SP:Iteration 50Q (8785.290000 sec): 3 clusters
  Score: Raw -495696.370054 + Penalty 4038.030138 = -491658.339916
  nChanged 12
		SP:Iteration 51Q (8785.310000 sec): 3 clusters
  Score: Raw -495701.216185 + Penalty 4038.030138 = -491663.186048
  nChanged 7
		SP:Iteration 52Q (8785.310000 sec): 3 clusters
  Score: Raw -495703.901322 + Penalty 4038.030138 = -491665.871185
  nChanged 3
		SP:Iteration 53Q (8785.330000 sec): 3 clusters
  Score: Raw -495704.769359 + Penalty 4038.030138 = -491666.739221
  nChanged 7
		SP:Iteration 54Q (8785.330000 sec): 3 clusters
  Score: Raw -495707.382615 + Penalty 4038.030138 = -491669.352477
  nChanged 3
		SP:Iteration 55Q (8785.340000 sec): 3 clusters
  Score: Raw -495708.757104 + Penalty 4038.030138 = -491670.726967
  nChanged 4
		SP:Iteration 56Q (8785.350000 sec): 3 clusters
  Score: Raw -495710.113213 + Penalty 4038.030138 = -491672.083076
  nChanged 2
		SP:Iteration 57Q (8785.360000 sec): 3 clusters
  Score: Raw -495711.068061 + Penalty 4038.030138 = -491673.037923
  nChanged 2
		SP:Iteration 58Q (8785.370000 sec): 3 clusters
  Score: Raw -495711.896488 + Penalty 4038.030138 = -491673.866350
  nChanged 2
		SP:Iteration 59Q (8785.380000 sec): 3 clusters
  Score: Raw -495712.595184 + Penalty 4038.030138 = -491674.565047
  nChanged 2
		SP:Iteration 60F (8785.390000 sec): 3 clusters
  Score: Raw -495713.767951 + Penalty 4038.030138 = -491675.737813
  nChanged 3
		SP:Iteration 61Q (8785.400000 sec): 3 clusters
  Score: Raw -495714.323988 + Penalty 4038.030138 = -491676.293850
  nChanged 3
		SP:Iteration 62Q (8785.410000 sec): 3 clusters
  Score: Raw -495715.759532 + Penalty 4038.030138 = -491677.729395
  nChanged 2
		SP:Iteration 63Q (8785.420000 sec): 3 clusters
  Score: Raw -495717.069447 + Penalty 4038.030138 = -491679.039310
  nChanged 1
		SP:Iteration 64Q (8785.430000 sec): 3 clusters
  Score: Raw -495717.600718 + Penalty 4038.030138 = -491679.570581
  nChanged 2
		SP:Iteration 65Q (8785.440000 sec): 3 clusters
  Score: Raw -495718.055380 + Penalty 4038.030138 = -491680.025242
  nChanged 3
		SP:Iteration 66Q (8785.450000 sec): 3 clusters
  Score: Raw -495719.581400 + Penalty 4038.030138 = -491681.551262
  nChanged 1
		SP:Iteration 67Q (8785.460000 sec): 3 clusters
  Score: Raw -495720.002440 + Penalty 4038.030138 = -491681.972303
  nChanged 4
		SP:Iteration 68Q (8785.470000 sec): 3 clusters
  Score: Raw -495722.597957 + Penalty 4038.030138 = -491684.567820
  nChanged 7
		SP:Iteration 69Q (8785.480000 sec): 3 clusters
  Score: Raw -495726.421646 + Penalty 4038.030138 = -491688.391508
  nChanged 7
		SP:Iteration 70Q (8785.490000 sec): 3 clusters
  Score: Raw -495729.260885 + Penalty 4038.030138 = -491691.230747
  nChanged 3
		SP:Iteration 71Q (8785.500000 sec): 3 clusters
  Score: Raw -495730.269484 + Penalty 4038.030138 = -491692.239346
  nChanged 2
		SP:Iteration 72Q (8785.510000 sec): 3 clusters
  Score: Raw -495730.660404 + Penalty 4038.030138 = -491692.630267
  nChanged 0
		SP:Iteration 73F (8785.520000 sec): 3 clusters
  Score: Raw -495730.660404 + Penalty 4038.030138 = -491692.630267
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8785.530000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8785.530000 sec): 3 clusters
  Score: Raw -126974.881610 + Penalty 3350.283633 = -123624.597976
  nChanged 197
		SP:Iteration 1F (8785.530000 sec): 3 clusters
  Score: Raw -127257.424839 + Penalty 3350.283633 = -123907.141206
  nChanged 52
		SP:Iteration 2F (8785.530000 sec): 3 clusters
  Score: Raw -127361.262007 + Penalty 3350.283633 = -124010.978374
  nChanged 28
		SP:Iteration 3Q (8785.540000 sec): 3 clusters
  Score: Raw -127402.191591 + Penalty 3350.283633 = -124051.907957
  nChanged 12
		SP:Iteration 4Q (8785.540000 sec): 3 clusters
  Score: Raw -127417.438287 + Penalty 3350.283633 = -124067.154653
  nChanged 9
		SP:Iteration 5Q (8785.550000 sec): 3 clusters
  Score: Raw -127432.737442 + Penalty 3350.283633 = -124082.453809
  nChanged 9
		SP:Iteration 6Q (8785.550000 sec): 3 clusters
  Score: Raw -127443.861294 + Penalty 3350.283633 = -124093.577660
  nChanged 6
		SP:Iteration 7Q (8785.550000 sec): 3 clusters
  Score: Raw -127450.636352 + Penalty 3350.283633 = -124100.352718
  nChanged 5
		SP:Iteration 8Q (8785.550000 sec): 3 clusters
  Score: Raw -127457.555555 + Penalty 3350.283633 = -124107.271921
  nChanged 4
		SP:Iteration 9Q (8785.550000 sec): 3 clusters
  Score: Raw -127461.791984 + Penalty 3350.283633 = -124111.508350
  nChanged 1
		SP:Iteration 10Q (8785.560000 sec): 3 clusters
  Score: Raw -127465.504321 + Penalty 3350.283633 = -124115.220688
  nChanged 1
		SP:Iteration 11Q (8785.560000 sec): 3 clusters
  Score: Raw -127467.010353 + Penalty 3350.283633 = -124116.726720
  nChanged 1
		SP:Iteration 12Q (8785.570000 sec): 3 clusters
  Score: Raw -127470.630910 + Penalty 3350.283633 = -124120.347277
  nChanged 3
		SP:Iteration 13Q (8785.570000 sec): 3 clusters
  Score: Raw -127472.991745 + Penalty 3350.283633 = -124122.708111
  nChanged 0
		SP:Iteration 14F (8785.570000 sec): 3 clusters
  Score: Raw -127472.991745 + Penalty 3350.283633 = -124122.708111
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8785.570000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8785.570000 sec): 3 clusters
  Score: Raw -33646.254566 + Penalty 2756.186719 = -30890.067847
  nChanged 29
		SP:Iteration 1F (8785.570000 sec): 3 clusters
  Score: Raw -33741.567217 + Penalty 2756.186719 = -30985.380498
  nChanged 6
		SP:Iteration 2Q (8785.570000 sec): 3 clusters
  Score: Raw -33767.979039 + Penalty 2756.186719 = -31011.792320
  nChanged 2
		SP:Iteration 3Q (8785.580000 sec): 3 clusters
  Score: Raw -33774.344479 + Penalty 2756.186719 = -31018.157760
  nChanged 2
		SP:Iteration 4Q (8785.580000 sec): 3 clusters
  Score: Raw -33776.935076 + Penalty 2756.186719 = -31020.748357
  nChanged 2
		SP:Iteration 5Q (8785.580000 sec): 3 clusters
  Score: Raw -33782.605085 + Penalty 2756.186719 = -31026.418366
  nChanged 4
		SP:Iteration 6Q (8785.580000 sec): 3 clusters
  Score: Raw -33799.841171 + Penalty 2756.186719 = -31043.654452
  nChanged 4
		SP:Iteration 7Q (8785.580000 sec): 3 clusters
  Score: Raw -33815.151545 + Penalty 2756.186719 = -31058.964827
  nChanged 4
		SP:Iteration 8Q (8785.580000 sec): 3 clusters
  Score: Raw -33852.165753 + Penalty 2756.186719 = -31095.979035
  nChanged 4
		SP:Iteration 9Q (8785.580000 sec): 3 clusters
  Score: Raw -33876.250973 + Penalty 2756.186719 = -31120.064255
  nChanged 2
		SP:Iteration 10Q (8785.580000 sec): 3 clusters
  Score: Raw -33885.805993 + Penalty 2756.186719 = -31129.619275
  nChanged 1
		SP:Iteration 11Q (8785.580000 sec): 3 clusters
  Score: Raw -33890.535885 + Penalty 2756.186719 = -31134.349167
  nChanged 1
		SP:Iteration 12Q (8785.590000 sec): 3 clusters
  Score: Raw -33896.272636 + Penalty 2756.186719 = -31140.085918
  nChanged 0
		SP:Iteration 13F (8785.590000 sec): 3 clusters
  Score: Raw -33896.272636 + Penalty 2756.186719 = -31140.085918
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8785.630000 sec): 2 clusters
  Score: Raw -2059139.694813 + Penalty 2363.951249 = -2056775.743564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8785.680000 sec): 3 clusters
  Score: Raw -2051309.200339 + Penalty 4727.902497 = -2046581.297841
  nChanged 5954
		SP:Iteration 1F (8785.730000 sec): 3 clusters
  Score: Raw -2054533.329156 + Penalty 4727.902497 = -2049805.426658
  nChanged 886
		SP:Iteration 2F (8785.780000 sec): 3 clusters
  Score: Raw -2054911.141550 + Penalty 4727.902497 = -2050183.239053
  nChanged 702
		SP:Iteration 3F (8785.830000 sec): 3 clusters
  Score: Raw -2055201.990665 + Penalty 4727.902497 = -2050474.088168
  nChanged 612
		SP:Iteration 4Q (8785.880000 sec): 3 clusters
  Score: Raw -2055477.292367 + Penalty 4727.902497 = -2050749.389869
  nChanged 576
		SP:Iteration 5Q (8785.930000 sec): 3 clusters
  Score: Raw -2055745.780321 + Penalty 4727.902497 = -2051017.877824
  nChanged 535
		SP:Iteration 6Q (8785.970000 sec): 3 clusters
  Score: Raw -2056021.621163 + Penalty 4727.902497 = -2051293.718666
  nChanged 544
		SP:Iteration 7Q (8786.020000 sec): 3 clusters
  Score: Raw -2056333.586387 + Penalty 4727.902497 = -2051605.683889
  nChanged 583
		SP:Iteration 8Q (8786.070000 sec): 3 clusters
  Score: Raw -2056720.057914 + Penalty 4727.902497 = -2051992.155416
  nChanged 626
		SP:Iteration 9Q (8786.120000 sec): 3 clusters
  Score: Raw -2057167.183606 + Penalty 4727.902497 = -2052439.281108
  nChanged 550
		SP:Iteration 10Q (8786.170000 sec): 3 clusters
  Score: Raw -2057560.533513 + Penalty 4727.902497 = -2052832.631016
  nChanged 516
		SP:Iteration 11Q (8786.210000 sec): 3 clusters
  Score: Raw -2057895.982265 + Penalty 4727.902497 = -2053168.079768
  nChanged 412
		SP:Iteration 12Q (8786.260000 sec): 3 clusters
  Score: Raw -2058171.197006 + Penalty 4727.902497 = -2053443.294508
  nChanged 357
		SP:Iteration 13Q (8786.310000 sec): 3 clusters
  Score: Raw -2058416.374344 + Penalty 4727.902497 = -2053688.471847
  nChanged 293
		SP:Iteration 14Q (8786.350000 sec): 3 clusters
  Score: Raw -2058589.920833 + Penalty 4727.902497 = -2053862.018336
  nChanged 241
		SP:Iteration 15Q (8786.390000 sec): 3 clusters
  Score: Raw -2058730.472864 + Penalty 4727.902497 = -2054002.570366
  nChanged 190
		SP:Iteration 16Q (8786.430000 sec): 3 clusters
  Score: Raw -2058833.070055 + Penalty 4727.902497 = -2054105.167557
  nChanged 158
		SP:Iteration 17Q (8786.480000 sec): 3 clusters
  Score: Raw -2058914.072183 + Penalty 4727.902497 = -2054186.169686
  nChanged 143
		SP:Iteration 18Q (8786.520000 sec): 3 clusters
  Score: Raw -2058981.218198 + Penalty 4727.902497 = -2054253.315701
  nChanged 113
		SP:Iteration 19Q (8786.560000 sec): 3 clusters
  Score: Raw -2059026.190950 + Penalty 4727.902497 = -2054298.288452
  nChanged 91
		SP:Iteration 20F (8786.610000 sec): 3 clusters
  Score: Raw -2059068.544105 + Penalty 4727.902497 = -2054340.641608
  nChanged 96
		SP:Iteration 21Q (8786.650000 sec): 3 clusters
  Score: Raw -2059114.253489 + Penalty 4727.902497 = -2054386.350992
  nChanged 90
		SP:Iteration 22Q (8786.690000 sec): 3 clusters
  Score: Raw -2059158.498326 + Penalty 4727.902497 = -2054430.595828
  nChanged 75
		SP:Iteration 23Q (8786.730000 sec): 3 clusters
  Score: Raw -2059191.960090 + Penalty 4727.902497 = -2054464.057593
  nChanged 73
		SP:Iteration 24Q (8786.770000 sec): 3 clusters
  Score: Raw -2059224.413768 + Penalty 4727.902497 = -2054496.511271
  nChanged 65
		SP:Iteration 25Q (8786.800000 sec): 3 clusters
  Score: Raw -2059255.134376 + Penalty 4727.902497 = -2054527.231879
  nChanged 67
		SP:Iteration 26Q (8786.840000 sec): 3 clusters
  Score: Raw -2059285.129306 + Penalty 4727.902497 = -2054557.226808
  nChanged 56
		SP:Iteration 27Q (8786.880000 sec): 3 clusters
  Score: Raw -2059310.964145 + Penalty 4727.902497 = -2054583.061648
  nChanged 55
		SP:Iteration 28Q (8786.920000 sec): 3 clusters
  Score: Raw -2059335.960878 + Penalty 4727.902497 = -2054608.058380
  nChanged 45
		SP:Iteration 29Q (8786.960000 sec): 3 clusters
  Score: Raw -2059360.284310 + Penalty 4727.902497 = -2054632.381812
  nChanged 33
		SP:Iteration 30Q (8787.000000 sec): 3 clusters
  Score: Raw -2059378.530157 + Penalty 4727.902497 = -2054650.627659
  nChanged 37
		SP:Iteration 31Q (8787.030000 sec): 3 clusters
  Score: Raw -2059397.935423 + Penalty 4727.902497 = -2054670.032925
  nChanged 29
		SP:Iteration 32Q (8787.070000 sec): 3 clusters
  Score: Raw -2059411.796450 + Penalty 4727.902497 = -2054683.893953
  nChanged 23
		SP:Iteration 33Q (8787.110000 sec): 3 clusters
  Score: Raw -2059421.791758 + Penalty 4727.902497 = -2054693.889261
  nChanged 20
		SP:Iteration 34Q (8787.150000 sec): 3 clusters
  Score: Raw -2059430.929208 + Penalty 4727.902497 = -2054703.026710
  nChanged 21
		SP:Iteration 35Q (8787.190000 sec): 3 clusters
  Score: Raw -2059440.387634 + Penalty 4727.902497 = -2054712.485136
  nChanged 23
		SP:Iteration 36Q (8787.220000 sec): 3 clusters
  Score: Raw -2059453.827247 + Penalty 4727.902497 = -2054725.924749
  nChanged 30
		SP:Iteration 37Q (8787.260000 sec): 3 clusters
  Score: Raw -2059468.095807 + Penalty 4727.902497 = -2054740.193310
  nChanged 25
		SP:Iteration 38Q (8787.300000 sec): 3 clusters
  Score: Raw -2059480.015710 + Penalty 4727.902497 = -2054752.113213
  nChanged 22
		SP:Iteration 39Q (8787.330000 sec): 3 clusters
  Score: Raw -2059491.593613 + Penalty 4727.902497 = -2054763.691116
  nChanged 20
		SP:Iteration 40F (8787.380000 sec): 3 clusters
  Score: Raw -2059499.079512 + Penalty 4727.902497 = -2054771.177015
  nChanged 6
		SP:Iteration 41Q (8787.420000 sec): 3 clusters
  Score: Raw -2059501.823225 + Penalty 4727.902497 = -2054773.920727
  nChanged 7
		SP:Iteration 42Q (8787.450000 sec): 3 clusters
  Score: Raw -2059505.367639 + Penalty 4727.902497 = -2054777.465142
  nChanged 6
		SP:Iteration 43Q (8787.490000 sec): 3 clusters
  Score: Raw -2059507.329453 + Penalty 4727.902497 = -2054779.426956
  nChanged 3
		SP:Iteration 44Q (8787.530000 sec): 3 clusters
  Score: Raw -2059508.951512 + Penalty 4727.902497 = -2054781.049014
  nChanged 3
		SP:Iteration 45Q (8787.570000 sec): 3 clusters
  Score: Raw -2059510.053058 + Penalty 4727.902497 = -2054782.150561
  nChanged 1
		SP:Iteration 46Q (8787.610000 sec): 3 clusters
  Score: Raw -2059510.404495 + Penalty 4727.902497 = -2054782.501998
  nChanged 2
		SP:Iteration 47Q (8787.640000 sec): 3 clusters
  Score: Raw -2059511.763002 + Penalty 4727.902497 = -2054783.860505
  nChanged 7
		SP:Iteration 48Q (8787.680000 sec): 3 clusters
  Score: Raw -2059514.279419 + Penalty 4727.902497 = -2054786.376921
  nChanged 9
		SP:Iteration 49Q (8787.720000 sec): 3 clusters
  Score: Raw -2059518.279651 + Penalty 4727.902497 = -2054790.377154
  nChanged 6
		SP:Iteration 50Q (8787.760000 sec): 3 clusters
  Score: Raw -2059520.096848 + Penalty 4727.902497 = -2054792.194351
  nChanged 4
		SP:Iteration 51Q (8787.790000 sec): 3 clusters
  Score: Raw -2059521.824885 + Penalty 4727.902497 = -2054793.922388
  nChanged 3
		SP:Iteration 52Q (8787.830000 sec): 3 clusters
  Score: Raw -2059523.365087 + Penalty 4727.902497 = -2054795.462590
  nChanged 0
		SP:Iteration 53F (8787.880000 sec): 3 clusters
  Score: Raw -2059523.365087 + Penalty 4727.902497 = -2054795.462590
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8788.110000 sec): 2 clusters
  Score: Raw -10201756.024203 + Penalty 2765.905493 = -10198990.118710
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8788.370000 sec): 3 clusters
  Score: Raw -10157738.212453 + Penalty 5531.810985 = -10152206.401468
  nChanged 32596
		SP:Iteration 1F (8788.630000 sec): 3 clusters
  Score: Raw -10176482.837969 + Penalty 5531.810985 = -10170951.026984
  nChanged 3370
		SP:Iteration 2Q (8788.890000 sec): 3 clusters
  Score: Raw -10177850.920492 + Penalty 5531.810985 = -10172319.109507
  nChanged 4080
		SP:Iteration 3F (8789.150000 sec): 3 clusters
  Score: Raw -10179960.765781 + Penalty 5531.810985 = -10174428.954796
  nChanged 4949
		SP:Iteration 4F (8789.410000 sec): 3 clusters
  Score: Raw -10183168.423150 + Penalty 5531.810985 = -10177636.612165
  nChanged 5485
		SP:Iteration 5F (8789.660000 sec): 3 clusters
  Score: Raw -10187374.374758 + Penalty 5531.810985 = -10181842.563773
  nChanged 5310
		SP:Iteration 6F (8789.920000 sec): 3 clusters
  Score: Raw -10191789.336070 + Penalty 5531.810985 = -10186257.525085
  nChanged 4501
		SP:Iteration 7F (8790.180000 sec): 3 clusters
  Score: Raw -10195859.788704 + Penalty 5531.810985 = -10190327.977719
  nChanged 3252
		SP:Iteration 8Q (8790.440000 sec): 3 clusters
  Score: Raw -10198808.637953 + Penalty 5531.810985 = -10193276.826968
  nChanged 1947
		SP:Iteration 9Q (8790.680000 sec): 3 clusters
  Score: Raw -10200535.366965 + Penalty 5531.810985 = -10195003.555980
  nChanged 973
		SP:Iteration 10Q (8790.920000 sec): 3 clusters
  Score: Raw -10201338.905283 + Penalty 5531.810985 = -10195807.094298
  nChanged 424
		SP:Iteration 11Q (8791.130000 sec): 3 clusters
  Score: Raw -10201675.445880 + Penalty 5531.810985 = -10196143.634895
  nChanged 204
		SP:Iteration 12Q (8791.330000 sec): 3 clusters
  Score: Raw -10201855.740596 + Penalty 5531.810985 = -10196323.929611
  nChanged 126
		SP:Iteration 13Q (8791.520000 sec): 3 clusters
  Score: Raw -10201962.738946 + Penalty 5531.810985 = -10196430.927961
  nChanged 63
		SP:Iteration 14Q (8791.710000 sec): 3 clusters
  Score: Raw -10202021.956496 + Penalty 5531.810985 = -10196490.145511
  nChanged 43
		SP:Iteration 15Q (8791.900000 sec): 3 clusters
  Score: Raw -10202065.158021 + Penalty 5531.810985 = -10196533.347036
  nChanged 36
		SP:Iteration 16Q (8792.090000 sec): 3 clusters
  Score: Raw -10202101.349739 + Penalty 5531.810985 = -10196569.538754
  nChanged 19
		SP:Iteration 17Q (8792.270000 sec): 3 clusters
  Score: Raw -10202118.397824 + Penalty 5531.810985 = -10196586.586839
  nChanged 11
		SP:Iteration 18Q (8792.460000 sec): 3 clusters
  Score: Raw -10202126.911164 + Penalty 5531.810985 = -10196595.100179
  nChanged 6
		SP:Iteration 19Q (8792.640000 sec): 3 clusters
  Score: Raw -10202133.042201 + Penalty 5531.810985 = -10196601.231216
  nChanged 5
		SP:Iteration 20F (8792.900000 sec): 3 clusters
  Score: Raw -10202137.807120 + Penalty 5531.810985 = -10196605.996135
  nChanged 7
		SP:Iteration 21Q (8793.080000 sec): 3 clusters
  Score: Raw -10202145.049047 + Penalty 5531.810985 = -10196613.238062
  nChanged 8
		SP:Iteration 22Q (8793.260000 sec): 3 clusters
  Score: Raw -10202151.545614 + Penalty 5531.810985 = -10196619.734629
  nChanged 4
		SP:Iteration 23Q (8793.450000 sec): 3 clusters
  Score: Raw -10202156.473148 + Penalty 5531.810985 = -10196624.662163
  nChanged 6
		SP:Iteration 24Q (8793.640000 sec): 3 clusters
  Score: Raw -10202163.395938 + Penalty 5531.810985 = -10196631.584953
  nChanged 8
		SP:Iteration 25Q (8793.820000 sec): 3 clusters
  Score: Raw -10202175.464932 + Penalty 5531.810985 = -10196643.653947
  nChanged 5
		SP:Iteration 26Q (8794.010000 sec): 3 clusters
  Score: Raw -10202178.417185 + Penalty 5531.810985 = -10196646.606200
  nChanged 5
		SP:Iteration 27Q (8794.190000 sec): 3 clusters
  Score: Raw -10202181.901259 + Penalty 5531.810985 = -10196650.090274
  nChanged 3
		SP:Iteration 28Q (8794.370000 sec): 3 clusters
  Score: Raw -10202183.652035 + Penalty 5531.810985 = -10196651.841050
  nChanged 4
		SP:Iteration 29Q (8794.560000 sec): 3 clusters
  Score: Raw -10202188.759269 + Penalty 5531.810985 = -10196656.948284
  nChanged 1
		SP:Iteration 30Q (8794.740000 sec): 3 clusters
  Score: Raw -10202190.686743 + Penalty 5531.810985 = -10196658.875758
  nChanged 2
		SP:Iteration 31Q (8794.920000 sec): 3 clusters
  Score: Raw -10202193.132178 + Penalty 5531.810985 = -10196661.321193
  nChanged 2
		SP:Iteration 32Q (8795.100000 sec): 3 clusters
  Score: Raw -10202195.471168 + Penalty 5531.810985 = -10196663.660183
  nChanged 1
		SP:Iteration 33Q (8795.290000 sec): 3 clusters
  Score: Raw -10202196.437965 + Penalty 5531.810985 = -10196664.626980
  nChanged 0
		SP:Iteration 34F (8795.540000 sec): 3 clusters
  Score: Raw -10202196.437965 + Penalty 5531.810985 = -10196664.626980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8795.580000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8795.590000 sec): 3 clusters
  Score: Raw -385254.617341 + Penalty 3923.652944 = -381330.964397
  nChanged 926
		SP:Iteration 1F (8795.600000 sec): 3 clusters
  Score: Raw -385876.985708 + Penalty 3923.652944 = -381953.332764
  nChanged 216
		SP:Iteration 2F (8795.600000 sec): 3 clusters
  Score: Raw -386034.419999 + Penalty 3923.652944 = -382110.767055
  nChanged 122
		SP:Iteration 3Q (8795.620000 sec): 3 clusters
  Score: Raw -386110.615252 + Penalty 3923.652944 = -382186.962308
  nChanged 72
		SP:Iteration 4Q (8795.620000 sec): 3 clusters
  Score: Raw -386154.482822 + Penalty 3923.652944 = -382230.829878
  nChanged 55
		SP:Iteration 5Q (8795.630000 sec): 3 clusters
  Score: Raw -386187.274875 + Penalty 3923.652944 = -382263.621931
  nChanged 48
		SP:Iteration 6Q (8795.640000 sec): 3 clusters
  Score: Raw -386213.693904 + Penalty 3923.652944 = -382290.040960
  nChanged 31
		SP:Iteration 7Q (8795.650000 sec): 3 clusters
  Score: Raw -386231.746700 + Penalty 3923.652944 = -382308.093756
  nChanged 25
		SP:Iteration 8Q (8795.660000 sec): 3 clusters
  Score: Raw -386245.506926 + Penalty 3923.652944 = -382321.853982
  nChanged 24
		SP:Iteration 9Q (8795.670000 sec): 3 clusters
  Score: Raw -386257.070471 + Penalty 3923.652944 = -382333.417527
  nChanged 22
		SP:Iteration 10Q (8795.680000 sec): 3 clusters
  Score: Raw -386266.087437 + Penalty 3923.652944 = -382342.434493
  nChanged 20
		SP:Iteration 11Q (8795.690000 sec): 3 clusters
  Score: Raw -386275.875997 + Penalty 3923.652944 = -382352.223054
  nChanged 14
		SP:Iteration 12Q (8795.700000 sec): 3 clusters
  Score: Raw -386283.542043 + Penalty 3923.652944 = -382359.889099
  nChanged 12
		SP:Iteration 13Q (8795.710000 sec): 3 clusters
  Score: Raw -386288.510707 + Penalty 3923.652944 = -382364.857763
  nChanged 7
		SP:Iteration 14Q (8795.720000 sec): 3 clusters
  Score: Raw -386291.970481 + Penalty 3923.652944 = -382368.317537
  nChanged 8
		SP:Iteration 15Q (8795.730000 sec): 3 clusters
  Score: Raw -386295.191934 + Penalty 3923.652944 = -382371.538990
  nChanged 4
		SP:Iteration 16Q (8795.740000 sec): 3 clusters
  Score: Raw -386296.697707 + Penalty 3923.652944 = -382373.044763
  nChanged 5
		SP:Iteration 17Q (8795.740000 sec): 3 clusters
  Score: Raw -386299.661522 + Penalty 3923.652944 = -382376.008578
  nChanged 5
		SP:Iteration 18Q (8795.760000 sec): 3 clusters
  Score: Raw -386302.008586 + Penalty 3923.652944 = -382378.355642
  nChanged 3
		SP:Iteration 19Q (8795.760000 sec): 3 clusters
  Score: Raw -386302.608831 + Penalty 3923.652944 = -382378.955887
  nChanged 2
		SP:Iteration 20F (8795.770000 sec): 3 clusters
  Score: Raw -386303.469331 + Penalty 3923.652944 = -382379.816387
  nChanged 2
		SP:Iteration 21Q (8795.780000 sec): 3 clusters
  Score: Raw -386303.895071 + Penalty 3923.652944 = -382380.242128
  nChanged 1
		SP:Iteration 22Q (8795.790000 sec): 3 clusters
  Score: Raw -386304.159741 + Penalty 3923.652944 = -382380.506798
  nChanged 1
		SP:Iteration 23Q (8795.800000 sec): 3 clusters
  Score: Raw -386304.647081 + Penalty 3923.652944 = -382380.994137
  nChanged 2
		SP:Iteration 24Q (8795.810000 sec): 3 clusters
  Score: Raw -386306.135087 + Penalty 3923.652944 = -382382.482143
  nChanged 5
		SP:Iteration 25Q (8795.820000 sec): 3 clusters
  Score: Raw -386307.697533 + Penalty 3923.652944 = -382384.044589
  nChanged 4
		SP:Iteration 26Q (8795.830000 sec): 3 clusters
  Score: Raw -386308.857542 + Penalty 3923.652944 = -382385.204598
  nChanged 3
		SP:Iteration 27Q (8795.840000 sec): 3 clusters
  Score: Raw -386309.600698 + Penalty 3923.652944 = -382385.947755
  nChanged 1
		SP:Iteration 28Q (8795.850000 sec): 3 clusters
  Score: Raw -386309.914883 + Penalty 3923.652944 = -382386.261939
  nChanged 2
		SP:Iteration 29Q (8795.860000 sec): 3 clusters
  Score: Raw -386310.303185 + Penalty 3923.652944 = -382386.650241
  nChanged 1
		SP:Iteration 30Q (8795.870000 sec): 3 clusters
  Score: Raw -386310.427383 + Penalty 3923.652944 = -382386.774439
  nChanged 1
		SP:Iteration 31Q (8795.880000 sec): 3 clusters
  Score: Raw -386310.753870 + Penalty 3923.652944 = -382387.100927
  nChanged 2
		SP:Iteration 32Q (8795.880000 sec): 3 clusters
  Score: Raw -386311.313692 + Penalty 3923.652944 = -382387.660748
  nChanged 3
		SP:Iteration 33Q (8795.900000 sec): 3 clusters
  Score: Raw -386312.562042 + Penalty 3923.652944 = -382388.909099
  nChanged 2
		SP:Iteration 34Q (8795.900000 sec): 3 clusters
  Score: Raw -386313.948985 + Penalty 3923.652944 = -382390.296041
  nChanged 1
		SP:Iteration 35Q (8795.920000 sec): 3 clusters
  Score: Raw -386314.207139 + Penalty 3923.652944 = -382390.554195
  nChanged 1
		SP:Iteration 36Q (8795.920000 sec): 3 clusters
  Score: Raw -386314.528027 + Penalty 3923.652944 = -382390.875084
  nChanged 1
		SP:Iteration 37Q (8795.930000 sec): 3 clusters
  Score: Raw -386314.637164 + Penalty 3923.652944 = -382390.984221
  nChanged 0
		SP:Iteration 38F (8795.940000 sec): 3 clusters
  Score: Raw -386314.637164 + Penalty 3923.652944 = -382390.984221
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8795.950000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8795.950000 sec): 3 clusters
  Score: Raw -168867.316931 + Penalty 3494.272938 = -165373.043993
  nChanged 302
		SP:Iteration 1F (8795.960000 sec): 3 clusters
  Score: Raw -169139.873561 + Penalty 3494.272938 = -165645.600623
  nChanged 72
		SP:Iteration 2F (8795.960000 sec): 3 clusters
  Score: Raw -169218.171854 + Penalty 3494.272938 = -165723.898916
  nChanged 30
		SP:Iteration 3Q (8795.960000 sec): 3 clusters
  Score: Raw -169251.287913 + Penalty 3494.272938 = -165757.014975
  nChanged 21
		SP:Iteration 4Q (8795.970000 sec): 3 clusters
  Score: Raw -169275.307265 + Penalty 3494.272938 = -165781.034327
  nChanged 14
		SP:Iteration 5Q (8795.970000 sec): 3 clusters
  Score: Raw -169288.309109 + Penalty 3494.272938 = -165794.036171
  nChanged 10
		SP:Iteration 6Q (8795.980000 sec): 3 clusters
  Score: Raw -169299.287511 + Penalty 3494.272938 = -165805.014573
  nChanged 7
		SP:Iteration 7Q (8795.980000 sec): 3 clusters
  Score: Raw -169305.054600 + Penalty 3494.272938 = -165810.781662
  nChanged 3
		SP:Iteration 8Q (8795.980000 sec): 3 clusters
  Score: Raw -169306.151767 + Penalty 3494.272938 = -165811.878829
  nChanged 3
		SP:Iteration 9Q (8795.990000 sec): 3 clusters
  Score: Raw -169309.085449 + Penalty 3494.272938 = -165814.812510
  nChanged 4
		SP:Iteration 10Q (8795.990000 sec): 3 clusters
  Score: Raw -169312.938422 + Penalty 3494.272938 = -165818.665484
  nChanged 4
		SP:Iteration 11Q (8796.000000 sec): 3 clusters
  Score: Raw -169317.103309 + Penalty 3494.272938 = -165822.830371
  nChanged 3
		SP:Iteration 12Q (8796.000000 sec): 3 clusters
  Score: Raw -169319.789874 + Penalty 3494.272938 = -165825.516936
  nChanged 4
		SP:Iteration 13Q (8796.000000 sec): 3 clusters
  Score: Raw -169323.573023 + Penalty 3494.272938 = -165829.300085
  nChanged 4
		SP:Iteration 14Q (8796.010000 sec): 3 clusters
  Score: Raw -169328.358306 + Penalty 3494.272938 = -165834.085368
  nChanged 6
		SP:Iteration 15Q (8796.010000 sec): 3 clusters
  Score: Raw -169334.898745 + Penalty 3494.272938 = -165840.625807
  nChanged 7
		SP:Iteration 16Q (8796.020000 sec): 3 clusters
  Score: Raw -169341.378820 + Penalty 3494.272938 = -165847.105882
  nChanged 2
		SP:Iteration 17Q (8796.020000 sec): 3 clusters
  Score: Raw -169344.272707 + Penalty 3494.272938 = -165849.999769
  nChanged 6
		SP:Iteration 18Q (8796.020000 sec): 3 clusters
  Score: Raw -169350.271734 + Penalty 3494.272938 = -165855.998795
  nChanged 4
		SP:Iteration 19Q (8796.030000 sec): 3 clusters
  Score: Raw -169354.957013 + Penalty 3494.272938 = -165860.684075
  nChanged 3
		SP:Iteration 20F (8796.030000 sec): 3 clusters
  Score: Raw -169359.253638 + Penalty 3494.272938 = -165864.980700
  nChanged 2
		SP:Iteration 21Q (8796.040000 sec): 3 clusters
  Score: Raw -169360.931221 + Penalty 3494.272938 = -165866.658283
  nChanged 3
		SP:Iteration 22Q (8796.040000 sec): 3 clusters
  Score: Raw -169367.023728 + Penalty 3494.272938 = -165872.750790
  nChanged 4
		SP:Iteration 23Q (8796.040000 sec): 3 clusters
  Score: Raw -169372.161867 + Penalty 3494.272938 = -165877.888929
  nChanged 2
		SP:Iteration 24Q (8796.050000 sec): 3 clusters
  Score: Raw -169374.715266 + Penalty 3494.272938 = -165880.442328
  nChanged 1
		SP:Iteration 25Q (8796.050000 sec): 3 clusters
  Score: Raw -169375.207863 + Penalty 3494.272938 = -165880.934925
  nChanged 2
		SP:Iteration 26Q (8796.050000 sec): 3 clusters
  Score: Raw -169378.278404 + Penalty 3494.272938 = -165884.005466
  nChanged 1
		SP:Iteration 27Q (8796.060000 sec): 3 clusters
  Score: Raw -169381.731275 + Penalty 3494.272938 = -165887.458337
  nChanged 6
		SP:Iteration 28Q (8796.060000 sec): 3 clusters
  Score: Raw -169391.372612 + Penalty 3494.272938 = -165897.099674
  nChanged 8
		SP:Iteration 29Q (8796.060000 sec): 3 clusters
  Score: Raw -169401.295888 + Penalty 3494.272938 = -165907.022950
  nChanged 5
		SP:Iteration 30Q (8796.070000 sec): 3 clusters
  Score: Raw -169407.252119 + Penalty 3494.272938 = -165912.979181
  nChanged 3
		SP:Iteration 31Q (8796.070000 sec): 3 clusters
  Score: Raw -169410.978163 + Penalty 3494.272938 = -165916.705225
  nChanged 1
		SP:Iteration 32Q (8796.080000 sec): 3 clusters
  Score: Raw -169412.256325 + Penalty 3494.272938 = -165917.983387
  nChanged 1
		SP:Iteration 33Q (8796.080000 sec): 3 clusters
  Score: Raw -169412.923052 + Penalty 3494.272938 = -165918.650114
  nChanged 1
		SP:Iteration 34Q (8796.080000 sec): 3 clusters
  Score: Raw -169413.499256 + Penalty 3494.272938 = -165919.226318
  nChanged 2
		SP:Iteration 35Q (8796.090000 sec): 3 clusters
  Score: Raw -169414.570655 + Penalty 3494.272938 = -165920.297717
  nChanged 0
		SP:Iteration 36F (8796.090000 sec): 3 clusters
  Score: Raw -169414.570655 + Penalty 3494.272938 = -165920.297717
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8796.100000 sec): 2 clusters
  Score: Raw -257203.131277 + Penalty 1864.614590 = -255338.516687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8796.110000 sec): 3 clusters
  Score: Raw -256611.474326 + Penalty 3729.229180 = -252882.245146
  nChanged 579
		SP:Iteration 1F (8796.110000 sec): 3 clusters
  Score: Raw -257367.294476 + Penalty 3729.229180 = -253638.065296
  nChanged 204
		SP:Iteration 2F (8796.120000 sec): 3 clusters
  Score: Raw -257834.325330 + Penalty 3729.229180 = -254105.096151
  nChanged 169
		SP:Iteration 3F (8796.120000 sec): 3 clusters
  Score: Raw -258119.612108 + Penalty 3729.229180 = -254390.382928
  nChanged 112
		SP:Iteration 4F (8796.130000 sec): 3 clusters
  Score: Raw -258368.136381 + Penalty 3729.229180 = -254638.907201
  nChanged 100
		SP:Iteration 5F (8796.140000 sec): 3 clusters
  Score: Raw -258588.408398 + Penalty 3729.229180 = -254859.179219
  nChanged 59
		SP:Iteration 6Q (8796.140000 sec): 3 clusters
  Score: Raw -258705.536108 + Penalty 3729.229180 = -254976.306928
  nChanged 42
		SP:Iteration 7Q (8796.150000 sec): 3 clusters
  Score: Raw -258784.601748 + Penalty 3729.229180 = -255055.372568
  nChanged 22
		SP:Iteration 8Q (8796.160000 sec): 3 clusters
  Score: Raw -258814.816649 + Penalty 3729.229180 = -255085.587469
  nChanged 10
		SP:Iteration 9Q (8796.160000 sec): 3 clusters
  Score: Raw -258826.729664 + Penalty 3729.229180 = -255097.500485
  nChanged 7
		SP:Iteration 10Q (8796.170000 sec): 3 clusters
  Score: Raw -258831.919522 + Penalty 3729.229180 = -255102.690342
  nChanged 3
		SP:Iteration 11Q (8796.170000 sec): 3 clusters
  Score: Raw -258834.903162 + Penalty 3729.229180 = -255105.673982
  nChanged 0
		SP:Iteration 12F (8796.180000 sec): 3 clusters
  Score: Raw -258834.903162 + Penalty 3729.229180 = -255105.673982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10860 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8796.220000 sec): 2 clusters
  Score: Raw -1659453.063701 + Penalty 2304.624715 = -1657148.438986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8796.250000 sec): 3 clusters
  Score: Raw -1653460.682295 + Penalty 4609.249430 = -1648851.432865
  nChanged 4541
		SP:Iteration 1F (8796.290000 sec): 3 clusters
  Score: Raw -1655827.379096 + Penalty 4609.249430 = -1651218.129666
  nChanged 673
		SP:Iteration 2F (8796.330000 sec): 3 clusters
  Score: Raw -1656111.847427 + Penalty 4609.249430 = -1651502.597997
  nChanged 520
		SP:Iteration 3Q (8796.360000 sec): 3 clusters
  Score: Raw -1656309.260208 + Penalty 4609.249430 = -1651700.010778
  nChanged 397
		SP:Iteration 4Q (8796.400000 sec): 3 clusters
  Score: Raw -1656441.578569 + Penalty 4609.249430 = -1651832.329139
  nChanged 323
		SP:Iteration 5Q (8796.440000 sec): 3 clusters
  Score: Raw -1656556.521437 + Penalty 4609.249430 = -1651947.272007
  nChanged 304
		SP:Iteration 6Q (8796.480000 sec): 3 clusters
  Score: Raw -1656674.777762 + Penalty 4609.249430 = -1652065.528332
  nChanged 334
		SP:Iteration 7Q (8796.510000 sec): 3 clusters
  Score: Raw -1656815.123124 + Penalty 4609.249430 = -1652205.873693
  nChanged 362
		SP:Iteration 8Q (8796.550000 sec): 3 clusters
  Score: Raw -1656976.001582 + Penalty 4609.249430 = -1652366.752151
  nChanged 402
		SP:Iteration 9Q (8796.590000 sec): 3 clusters
  Score: Raw -1657169.728975 + Penalty 4609.249430 = -1652560.479545
  nChanged 422
		SP:Iteration 10Q (8796.630000 sec): 3 clusters
  Score: Raw -1657390.392629 + Penalty 4609.249430 = -1652781.143199
  nChanged 478
		SP:Iteration 11Q (8796.660000 sec): 3 clusters
  Score: Raw -1657694.118152 + Penalty 4609.249430 = -1653084.868722
  nChanged 512
		SP:Iteration 12Q (8796.700000 sec): 3 clusters
  Score: Raw -1658057.694885 + Penalty 4609.249430 = -1653448.445455
  nChanged 483
		SP:Iteration 13Q (8796.740000 sec): 3 clusters
  Score: Raw -1658433.988041 + Penalty 4609.249430 = -1653824.738610
  nChanged 455
		SP:Iteration 14Q (8796.780000 sec): 3 clusters
  Score: Raw -1658825.055687 + Penalty 4609.249430 = -1654215.806257
  nChanged 347
		SP:Iteration 15Q (8796.810000 sec): 3 clusters
  Score: Raw -1659114.521076 + Penalty 4609.249430 = -1654505.271646
  nChanged 250
		SP:Iteration 16Q (8796.840000 sec): 3 clusters
  Score: Raw -1659334.734387 + Penalty 4609.249430 = -1654725.484956
  nChanged 147
		SP:Iteration 17Q (8796.880000 sec): 3 clusters
  Score: Raw -1659476.663842 + Penalty 4609.249430 = -1654867.414412
  nChanged 102
		SP:Iteration 18Q (8796.910000 sec): 3 clusters
  Score: Raw -1659583.365267 + Penalty 4609.249430 = -1654974.115837
  nChanged 58
		SP:Iteration 19Q (8796.940000 sec): 3 clusters
  Score: Raw -1659647.632874 + Penalty 4609.249430 = -1655038.383444
  nChanged 37
		SP:Iteration 20F (8796.980000 sec): 3 clusters
  Score: Raw -1659678.604075 + Penalty 4609.249430 = -1655069.354645
  nChanged 24
		SP:Iteration 21Q (8797.010000 sec): 3 clusters
  Score: Raw -1659707.708300 + Penalty 4609.249430 = -1655098.458869
  nChanged 24
		SP:Iteration 22Q (8797.040000 sec): 3 clusters
  Score: Raw -1659741.554894 + Penalty 4609.249430 = -1655132.305463
  nChanged 19
		SP:Iteration 23Q (8797.070000 sec): 3 clusters
  Score: Raw -1659764.402199 + Penalty 4609.249430 = -1655155.152769
  nChanged 9
		SP:Iteration 24Q (8797.100000 sec): 3 clusters
  Score: Raw -1659775.054851 + Penalty 4609.249430 = -1655165.805420
  nChanged 9
		SP:Iteration 25Q (8797.120000 sec): 3 clusters
  Score: Raw -1659785.345635 + Penalty 4609.249430 = -1655176.096204
  nChanged 7
		SP:Iteration 26Q (8797.150000 sec): 3 clusters
  Score: Raw -1659791.789409 + Penalty 4609.249430 = -1655182.539979
  nChanged 3
		SP:Iteration 27Q (8797.180000 sec): 3 clusters
  Score: Raw -1659795.241990 + Penalty 4609.249430 = -1655185.992560
  nChanged 3
		SP:Iteration 28Q (8797.210000 sec): 3 clusters
  Score: Raw -1659797.985138 + Penalty 4609.249430 = -1655188.735707
  nChanged 3
		SP:Iteration 29Q (8797.240000 sec): 3 clusters
  Score: Raw -1659800.866443 + Penalty 4609.249430 = -1655191.617013
  nChanged 1
		SP:Iteration 30Q (8797.260000 sec): 3 clusters
  Score: Raw -1659801.977626 + Penalty 4609.249430 = -1655192.728196
  nChanged 2
		SP:Iteration 31Q (8797.290000 sec): 3 clusters
  Score: Raw -1659805.007938 + Penalty 4609.249430 = -1655195.758508
  nChanged 3
		SP:Iteration 32Q (8797.320000 sec): 3 clusters
  Score: Raw -1659807.325918 + Penalty 4609.249430 = -1655198.076488
  nChanged 0
		SP:Iteration 33F (8797.360000 sec): 3 clusters
  Score: Raw -1659807.325918 + Penalty 4609.249430 = -1655198.076488
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8797.400000 sec): 2 clusters
  Score: Raw -1984877.391907 + Penalty 2369.515328 = -1982507.876579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8797.450000 sec): 3 clusters
  Score: Raw -1976946.222862 + Penalty 4739.030657 = -1972207.192206
  nChanged 6052
		SP:Iteration 1F (8797.500000 sec): 3 clusters
  Score: Raw -1980292.791211 + Penalty 4739.030657 = -1975553.760555
  nChanged 875
		SP:Iteration 2F (8797.550000 sec): 3 clusters
  Score: Raw -1980708.541175 + Penalty 4739.030657 = -1975969.510519
  nChanged 761
		SP:Iteration 3F (8797.600000 sec): 3 clusters
  Score: Raw -1981056.574484 + Penalty 4739.030657 = -1976317.543827
  nChanged 672
		SP:Iteration 4Q (8797.650000 sec): 3 clusters
  Score: Raw -1981389.600368 + Penalty 4739.030657 = -1976650.569712
  nChanged 665
		SP:Iteration 5Q (8797.700000 sec): 3 clusters
  Score: Raw -1981721.947014 + Penalty 4739.030657 = -1976982.916357
  nChanged 618
		SP:Iteration 6Q (8797.750000 sec): 3 clusters
  Score: Raw -1982047.577211 + Penalty 4739.030657 = -1977308.546555
  nChanged 586
		SP:Iteration 7Q (8797.800000 sec): 3 clusters
  Score: Raw -1982357.455872 + Penalty 4739.030657 = -1977618.425216
  nChanged 527
		SP:Iteration 8Q (8797.840000 sec): 3 clusters
  Score: Raw -1982646.774539 + Penalty 4739.030657 = -1977907.743882
  nChanged 505
		SP:Iteration 9Q (8797.900000 sec): 3 clusters
  Score: Raw -1982939.839371 + Penalty 4739.030657 = -1978200.808715
  nChanged 503
		SP:Iteration 10Q (8797.940000 sec): 3 clusters
  Score: Raw -1983236.835930 + Penalty 4739.030657 = -1978497.805274
  nChanged 455
		SP:Iteration 11Q (8797.990000 sec): 3 clusters
  Score: Raw -1983526.701685 + Penalty 4739.030657 = -1978787.671029
  nChanged 439
		SP:Iteration 12Q (8798.040000 sec): 3 clusters
  Score: Raw -1983812.891406 + Penalty 4739.030657 = -1979073.860749
  nChanged 382
		SP:Iteration 13Q (8798.090000 sec): 3 clusters
  Score: Raw -1984043.650925 + Penalty 4739.030657 = -1979304.620268
  nChanged 311
		SP:Iteration 14Q (8798.130000 sec): 3 clusters
  Score: Raw -1984202.668353 + Penalty 4739.030657 = -1979463.637697
  nChanged 245
		SP:Iteration 15Q (8798.180000 sec): 3 clusters
  Score: Raw -1984329.419591 + Penalty 4739.030657 = -1979590.388935
  nChanged 213
		SP:Iteration 16Q (8798.220000 sec): 3 clusters
  Score: Raw -1984443.149332 + Penalty 4739.030657 = -1979704.118675
  nChanged 195
		SP:Iteration 17Q (8798.270000 sec): 3 clusters
  Score: Raw -1984542.404701 + Penalty 4739.030657 = -1979803.374044
  nChanged 177
		SP:Iteration 18Q (8798.310000 sec): 3 clusters
  Score: Raw -1984622.800484 + Penalty 4739.030657 = -1979883.769827
  nChanged 147
		SP:Iteration 19Q (8798.360000 sec): 3 clusters
  Score: Raw -1984686.194440 + Penalty 4739.030657 = -1979947.163784
  nChanged 122
		SP:Iteration 20F (8798.410000 sec): 3 clusters
  Score: Raw -1984742.613042 + Penalty 4739.030657 = -1980003.582386
  nChanged 135
		SP:Iteration 21Q (8798.450000 sec): 3 clusters
  Score: Raw -1984800.131128 + Penalty 4739.030657 = -1980061.100472
  nChanged 104
		SP:Iteration 22Q (8798.490000 sec): 3 clusters
  Score: Raw -1984845.996738 + Penalty 4739.030657 = -1980106.966081
  nChanged 86
		SP:Iteration 23Q (8798.540000 sec): 3 clusters
  Score: Raw -1984879.152706 + Penalty 4739.030657 = -1980140.122049
  nChanged 73
		SP:Iteration 24Q (8798.580000 sec): 3 clusters
  Score: Raw -1984901.404786 + Penalty 4739.030657 = -1980162.374129
  nChanged 52
		SP:Iteration 25Q (8798.620000 sec): 3 clusters
  Score: Raw -1984919.297436 + Penalty 4739.030657 = -1980180.266779
  nChanged 51
		SP:Iteration 26Q (8798.660000 sec): 3 clusters
  Score: Raw -1984936.306487 + Penalty 4739.030657 = -1980197.275830
  nChanged 52
		SP:Iteration 27Q (8798.700000 sec): 3 clusters
  Score: Raw -1984955.419607 + Penalty 4739.030657 = -1980216.388951
  nChanged 51
		SP:Iteration 28Q (8798.740000 sec): 3 clusters
  Score: Raw -1984976.689477 + Penalty 4739.030657 = -1980237.658821
  nChanged 56
		SP:Iteration 29Q (8798.780000 sec): 3 clusters
  Score: Raw -1984999.065814 + Penalty 4739.030657 = -1980260.035158
  nChanged 56
		SP:Iteration 30Q (8798.820000 sec): 3 clusters
  Score: Raw -1985027.943743 + Penalty 4739.030657 = -1980288.913087
  nChanged 65
		SP:Iteration 31Q (8798.860000 sec): 3 clusters
  Score: Raw -1985061.096629 + Penalty 4739.030657 = -1980322.065972
  nChanged 54
		SP:Iteration 32Q (8798.900000 sec): 3 clusters
  Score: Raw -1985088.121282 + Penalty 4739.030657 = -1980349.090625
  nChanged 49
		SP:Iteration 33Q (8798.940000 sec): 3 clusters
  Score: Raw -1985109.499423 + Penalty 4739.030657 = -1980370.468767
  nChanged 48
		SP:Iteration 34Q (8798.980000 sec): 3 clusters
  Score: Raw -1985131.262517 + Penalty 4739.030657 = -1980392.231861
  nChanged 46
		SP:Iteration 35Q (8799.020000 sec): 3 clusters
  Score: Raw -1985149.351660 + Penalty 4739.030657 = -1980410.321004
  nChanged 28
		SP:Iteration 36Q (8799.060000 sec): 3 clusters
  Score: Raw -1985160.460066 + Penalty 4739.030657 = -1980421.429410
  nChanged 32
		SP:Iteration 37Q (8799.100000 sec): 3 clusters
  Score: Raw -1985172.615250 + Penalty 4739.030657 = -1980433.584593
  nChanged 27
		SP:Iteration 38Q (8799.140000 sec): 3 clusters
  Score: Raw -1985182.775225 + Penalty 4739.030657 = -1980443.744568
  nChanged 24
		SP:Iteration 39Q (8799.180000 sec): 3 clusters
  Score: Raw -1985190.760176 + Penalty 4739.030657 = -1980451.729519
  nChanged 25
		SP:Iteration 40F (8799.220000 sec): 3 clusters
  Score: Raw -1985201.214204 + Penalty 4739.030657 = -1980462.183548
  nChanged 17
		SP:Iteration 41Q (8799.260000 sec): 3 clusters
  Score: Raw -1985206.879101 + Penalty 4739.030657 = -1980467.848444
  nChanged 18
		SP:Iteration 42Q (8799.300000 sec): 3 clusters
  Score: Raw -1985212.263795 + Penalty 4739.030657 = -1980473.233139
  nChanged 14
		SP:Iteration 43Q (8799.340000 sec): 3 clusters
  Score: Raw -1985216.101850 + Penalty 4739.030657 = -1980477.071194
  nChanged 8
		SP:Iteration 44Q (8799.380000 sec): 3 clusters
  Score: Raw -1985219.041586 + Penalty 4739.030657 = -1980480.010930
  nChanged 7
		SP:Iteration 45Q (8799.420000 sec): 3 clusters
  Score: Raw -1985221.091113 + Penalty 4739.030657 = -1980482.060456
  nChanged 3
		SP:Iteration 46Q (8799.460000 sec): 3 clusters
  Score: Raw -1985222.010128 + Penalty 4739.030657 = -1980482.979472
  nChanged 4
		SP:Iteration 47Q (8799.500000 sec): 3 clusters
  Score: Raw -1985222.658256 + Penalty 4739.030657 = -1980483.627599
  nChanged 2
		SP:Iteration 48Q (8799.540000 sec): 3 clusters
  Score: Raw -1985223.398692 + Penalty 4739.030657 = -1980484.368036
  nChanged 2
		SP:Iteration 49Q (8799.580000 sec): 3 clusters
  Score: Raw -1985224.353684 + Penalty 4739.030657 = -1980485.323027
  nChanged 3
		SP:Iteration 50Q (8799.620000 sec): 3 clusters
  Score: Raw -1985225.316059 + Penalty 4739.030657 = -1980486.285403
  nChanged 6
		SP:Iteration 51Q (8799.650000 sec): 3 clusters
  Score: Raw -1985226.992389 + Penalty 4739.030657 = -1980487.961732
  nChanged 7
		SP:Iteration 52Q (8799.690000 sec): 3 clusters
  Score: Raw -1985228.309108 + Penalty 4739.030657 = -1980489.278451
  nChanged 3
		SP:Iteration 53Q (8799.730000 sec): 3 clusters
  Score: Raw -1985228.991858 + Penalty 4739.030657 = -1980489.961202
  nChanged 8
		SP:Iteration 54Q (8799.770000 sec): 3 clusters
  Score: Raw -1985232.405055 + Penalty 4739.030657 = -1980493.374398
  nChanged 9
		SP:Iteration 55Q (8799.810000 sec): 3 clusters
  Score: Raw -1985234.769810 + Penalty 4739.030657 = -1980495.739153
  nChanged 5
		SP:Iteration 56Q (8799.850000 sec): 3 clusters
  Score: Raw -1985236.473662 + Penalty 4739.030657 = -1980497.443006
  nChanged 6
		SP:Iteration 57Q (8799.880000 sec): 3 clusters
  Score: Raw -1985238.023882 + Penalty 4739.030657 = -1980498.993225
  nChanged 6
		SP:Iteration 58Q (8799.920000 sec): 3 clusters
  Score: Raw -1985239.425416 + Penalty 4739.030657 = -1980500.394760
  nChanged 5
		SP:Iteration 59Q (8799.960000 sec): 3 clusters
  Score: Raw -1985240.942775 + Penalty 4739.030657 = -1980501.912118
  nChanged 6
		SP:Iteration 60F (8800.010000 sec): 3 clusters
  Score: Raw -1985243.205900 + Penalty 4739.030657 = -1980504.175243
  nChanged 4
		SP:Iteration 61Q (8800.050000 sec): 3 clusters
  Score: Raw -1985244.570082 + Penalty 4739.030657 = -1980505.539425
  nChanged 4
		SP:Iteration 62Q (8800.090000 sec): 3 clusters
  Score: Raw -1985246.504801 + Penalty 4739.030657 = -1980507.474144
  nChanged 9
		SP:Iteration 63Q (8800.130000 sec): 3 clusters
  Score: Raw -1985250.576142 + Penalty 4739.030657 = -1980511.545485
  nChanged 12
		SP:Iteration 64Q (8800.160000 sec): 3 clusters
  Score: Raw -1985254.320715 + Penalty 4739.030657 = -1980515.290058
  nChanged 11
		SP:Iteration 65Q (8800.200000 sec): 3 clusters
  Score: Raw -1985257.815261 + Penalty 4739.030657 = -1980518.784605
  nChanged 11
		SP:Iteration 66Q (8800.240000 sec): 3 clusters
  Score: Raw -1985262.091146 + Penalty 4739.030657 = -1980523.060490
  nChanged 14
		SP:Iteration 67Q (8800.280000 sec): 3 clusters
  Score: Raw -1985267.364623 + Penalty 4739.030657 = -1980528.333967
  nChanged 14
		SP:Iteration 68Q (8800.320000 sec): 3 clusters
  Score: Raw -1985273.786490 + Penalty 4739.030657 = -1980534.755834
  nChanged 18
		SP:Iteration 69Q (8800.360000 sec): 3 clusters
  Score: Raw -1985279.867654 + Penalty 4739.030657 = -1980540.836997
  nChanged 16
		SP:Iteration 70Q (8800.400000 sec): 3 clusters
  Score: Raw -1985286.827488 + Penalty 4739.030657 = -1980547.796831
  nChanged 22
		SP:Iteration 71Q (8800.440000 sec): 3 clusters
  Score: Raw -1985297.234990 + Penalty 4739.030657 = -1980558.204333
  nChanged 20
		SP:Iteration 72Q (8800.470000 sec): 3 clusters
  Score: Raw -1985305.312897 + Penalty 4739.030657 = -1980566.282240
  nChanged 14
		SP:Iteration 73Q (8800.510000 sec): 3 clusters
  Score: Raw -1985311.033009 + Penalty 4739.030657 = -1980572.002352
  nChanged 16
		SP:Iteration 74Q (8800.550000 sec): 3 clusters
  Score: Raw -1985317.011331 + Penalty 4739.030657 = -1980577.980674
  nChanged 12
		SP:Iteration 75Q (8800.590000 sec): 3 clusters
  Score: Raw -1985320.697211 + Penalty 4739.030657 = -1980581.666554
  nChanged 10
		SP:Iteration 76Q (8800.620000 sec): 3 clusters
  Score: Raw -1985325.230222 + Penalty 4739.030657 = -1980586.199565
  nChanged 6
		SP:Iteration 77Q (8800.660000 sec): 3 clusters
  Score: Raw -1985327.437358 + Penalty 4739.030657 = -1980588.406702
  nChanged 8
		SP:Iteration 78Q (8800.700000 sec): 3 clusters
  Score: Raw -1985332.342767 + Penalty 4739.030657 = -1980593.312111
  nChanged 13
		SP:Iteration 79Q (8800.740000 sec): 3 clusters
  Score: Raw -1985339.558404 + Penalty 4739.030657 = -1980600.527747
  nChanged 14
		SP:Iteration 80F (8800.790000 sec): 3 clusters
  Score: Raw -1985346.994517 + Penalty 4739.030657 = -1980607.963861
  nChanged 11
		SP:Iteration 81Q (8800.820000 sec): 3 clusters
  Score: Raw -1985352.909837 + Penalty 4739.030657 = -1980613.879181
  nChanged 10
		SP:Iteration 82Q (8800.860000 sec): 3 clusters
  Score: Raw -1985356.637198 + Penalty 4739.030657 = -1980617.606541
  nChanged 10
		SP:Iteration 83Q (8800.900000 sec): 3 clusters
  Score: Raw -1985359.929339 + Penalty 4739.030657 = -1980620.898683
  nChanged 9
		SP:Iteration 84Q (8800.940000 sec): 3 clusters
  Score: Raw -1985362.470515 + Penalty 4739.030657 = -1980623.439859
  nChanged 4
		SP:Iteration 85Q (8800.980000 sec): 3 clusters
  Score: Raw -1985363.619775 + Penalty 4739.030657 = -1980624.589119
  nChanged 4
		SP:Iteration 86Q (8801.010000 sec): 3 clusters
  Score: Raw -1985364.554103 + Penalty 4739.030657 = -1980625.523446
  nChanged 3
		SP:Iteration 87Q (8801.050000 sec): 3 clusters
  Score: Raw -1985365.119258 + Penalty 4739.030657 = -1980626.088601
  nChanged 1
		SP:Iteration 88Q (8801.090000 sec): 3 clusters
  Score: Raw -1985366.315817 + Penalty 4739.030657 = -1980627.285161
  nChanged 4
		SP:Iteration 89Q (8801.130000 sec): 3 clusters
  Score: Raw -1985367.803667 + Penalty 4739.030657 = -1980628.773010
  nChanged 3
		SP:Iteration 90Q (8801.160000 sec): 3 clusters
  Score: Raw -1985368.911108 + Penalty 4739.030657 = -1980629.880452
  nChanged 6
		SP:Iteration 91Q (8801.200000 sec): 3 clusters
  Score: Raw -1985370.919896 + Penalty 4739.030657 = -1980631.889239
  nChanged 3
		SP:Iteration 92Q (8801.240000 sec): 3 clusters
  Score: Raw -1985372.431018 + Penalty 4739.030657 = -1980633.400361
  nChanged 2
		SP:Iteration 93Q (8801.280000 sec): 3 clusters
  Score: Raw -1985373.015437 + Penalty 4739.030657 = -1980633.984781
  nChanged 3
		SP:Iteration 94Q (8801.310000 sec): 3 clusters
  Score: Raw -1985373.936427 + Penalty 4739.030657 = -1980634.905770
  nChanged 4
		SP:Iteration 95Q (8801.350000 sec): 3 clusters
  Score: Raw -1985375.059806 + Penalty 4739.030657 = -1980636.029150
  nChanged 3
		SP:Iteration 96Q (8801.390000 sec): 3 clusters
  Score: Raw -1985376.003302 + Penalty 4739.030657 = -1980636.972645
  nChanged 8
		SP:Iteration 97Q (8801.420000 sec): 3 clusters
  Score: Raw -1985379.499601 + Penalty 4739.030657 = -1980640.468945
  nChanged 8
		SP:Iteration 98Q (8801.460000 sec): 3 clusters
  Score: Raw -1985383.417617 + Penalty 4739.030657 = -1980644.386961
  nChanged 9
		SP:Iteration 99Q (8801.500000 sec): 3 clusters
  Score: Raw -1985386.165774 + Penalty 4739.030657 = -1980647.135118
  nChanged 5
		SP:Iteration 100F (8801.550000 sec): 3 clusters
  Score: Raw -1985387.797163 + Penalty 4739.030657 = -1980648.766507
  nChanged 5
		SP:Iteration 101Q (8801.590000 sec): 3 clusters
  Score: Raw -1985389.170595 + Penalty 4739.030657 = -1980650.139939
  nChanged 4
		SP:Iteration 102Q (8801.620000 sec): 3 clusters
  Score: Raw -1985390.472050 + Penalty 4739.030657 = -1980651.441394
  nChanged 1
		SP:Iteration 103Q (8801.660000 sec): 3 clusters
  Score: Raw -1985390.656772 + Penalty 4739.030657 = -1980651.626116
  nChanged 0
		SP:Iteration 104F (8801.710000 sec): 3 clusters
  Score: Raw -1985390.656772 + Penalty 4739.030657 = -1980651.626116
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8801.720000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8801.720000 sec): 3 clusters
  Score: Raw -73224.152800 + Penalty 3074.445443 = -70149.707356
  nChanged 67
		SP:Iteration 1F (8801.720000 sec): 3 clusters
  Score: Raw -73341.640837 + Penalty 3074.445443 = -70267.195394
  nChanged 26
		SP:Iteration 2F (8801.720000 sec): 3 clusters
  Score: Raw -73397.660221 + Penalty 3074.445443 = -70323.214778
  nChanged 7
		SP:Iteration 3Q (8801.720000 sec): 3 clusters
  Score: Raw -73411.538663 + Penalty 3074.445443 = -70337.093219
  nChanged 2
		SP:Iteration 4Q (8801.720000 sec): 3 clusters
  Score: Raw -73415.028553 + Penalty 3074.445443 = -70340.583109
  nChanged 0
		SP:Iteration 5F (8801.730000 sec): 3 clusters
  Score: Raw -73415.028553 + Penalty 3074.445443 = -70340.583109
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8801.740000 sec): 2 clusters
  Score: Raw -309815.793004 + Penalty 1905.598267 = -307910.194737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8801.740000 sec): 3 clusters
  Score: Raw -308960.662548 + Penalty 3811.196534 = -305149.466014
  nChanged 672
		SP:Iteration 1F (8801.750000 sec): 3 clusters
  Score: Raw -309467.734379 + Penalty 3811.196534 = -305656.537844
  nChanged 176
		SP:Iteration 2F (8801.760000 sec): 3 clusters
  Score: Raw -309622.200964 + Penalty 3811.196534 = -305811.004430
  nChanged 86
		SP:Iteration 3Q (8801.770000 sec): 3 clusters
  Score: Raw -309696.238981 + Penalty 3811.196534 = -305885.042446
  nChanged 59
		SP:Iteration 4Q (8801.780000 sec): 3 clusters
  Score: Raw -309744.764805 + Penalty 3811.196534 = -305933.568271
  nChanged 30
		SP:Iteration 5Q (8801.780000 sec): 3 clusters
  Score: Raw -309765.297041 + Penalty 3811.196534 = -305954.100507
  nChanged 17
		SP:Iteration 6Q (8801.790000 sec): 3 clusters
  Score: Raw -309777.057350 + Penalty 3811.196534 = -305965.860815
  nChanged 20
		SP:Iteration 7Q (8801.800000 sec): 3 clusters
  Score: Raw -309788.881019 + Penalty 3811.196534 = -305977.684485
  nChanged 15
		SP:Iteration 8Q (8801.800000 sec): 3 clusters
  Score: Raw -309797.168231 + Penalty 3811.196534 = -305985.971697
  nChanged 11
		SP:Iteration 9Q (8801.810000 sec): 3 clusters
  Score: Raw -309803.264341 + Penalty 3811.196534 = -305992.067807
  nChanged 8
		SP:Iteration 10Q (8801.820000 sec): 3 clusters
  Score: Raw -309809.401779 + Penalty 3811.196534 = -305998.205244
  nChanged 6
		SP:Iteration 11Q (8801.830000 sec): 3 clusters
  Score: Raw -309812.667194 + Penalty 3811.196534 = -306001.470660
  nChanged 8
		SP:Iteration 12Q (8801.840000 sec): 3 clusters
  Score: Raw -309817.353517 + Penalty 3811.196534 = -306006.156982
  nChanged 3
		SP:Iteration 13Q (8801.840000 sec): 3 clusters
  Score: Raw -309818.747941 + Penalty 3811.196534 = -306007.551407
  nChanged 7
		SP:Iteration 14Q (8801.850000 sec): 3 clusters
  Score: Raw -309821.331206 + Penalty 3811.196534 = -306010.134672
  nChanged 2
		SP:Iteration 15Q (8801.860000 sec): 3 clusters
  Score: Raw -309822.456236 + Penalty 3811.196534 = -306011.259702
  nChanged 1
		SP:Iteration 16Q (8801.860000 sec): 3 clusters
  Score: Raw -309823.347362 + Penalty 3811.196534 = -306012.150828
  nChanged 3
		SP:Iteration 17Q (8801.870000 sec): 3 clusters
  Score: Raw -309825.268904 + Penalty 3811.196534 = -306014.072370
  nChanged 2
		SP:Iteration 18Q (8801.880000 sec): 3 clusters
  Score: Raw -309825.906790 + Penalty 3811.196534 = -306014.710256
  nChanged 2
		SP:Iteration 19Q (8801.890000 sec): 3 clusters
  Score: Raw -309826.823297 + Penalty 3811.196534 = -306015.626763
  nChanged 0
		SP:Iteration 20F (8801.900000 sec): 3 clusters
  Score: Raw -309826.823297 + Penalty 3811.196534 = -306015.626763
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8802.000000 sec): 2 clusters
  Score: Raw -4594677.129706 + Penalty 2568.397217 = -4592108.732489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8802.120000 sec): 3 clusters
  Score: Raw -4575748.952228 + Penalty 5136.794433 = -4570612.157794
  nChanged 14264
		SP:Iteration 1F (8802.230000 sec): 3 clusters
  Score: Raw -4583260.507406 + Penalty 5136.794433 = -4578123.712973
  nChanged 1483
		SP:Iteration 2Q (8802.350000 sec): 3 clusters
  Score: Raw -4583777.514095 + Penalty 5136.794433 = -4578640.719661
  nChanged 1419
		SP:Iteration 3Q (8802.460000 sec): 3 clusters
  Score: Raw -4584325.934878 + Penalty 5136.794433 = -4579189.140444
  nChanged 1525
		SP:Iteration 4Q (8802.580000 sec): 3 clusters
  Score: Raw -4584991.133713 + Penalty 5136.794433 = -4579854.339279
  nChanged 1671
		SP:Iteration 5F (8802.700000 sec): 3 clusters
  Score: Raw -4585860.860609 + Penalty 5136.794433 = -4580724.066175
  nChanged 1897
		SP:Iteration 6F (8802.820000 sec): 3 clusters
  Score: Raw -4586984.430191 + Penalty 5136.794433 = -4581847.635757
  nChanged 2083
		SP:Iteration 7F (8802.930000 sec): 3 clusters
  Score: Raw -4588406.983608 + Penalty 5136.794433 = -4583270.189174
  nChanged 2077
		SP:Iteration 8F (8803.040000 sec): 3 clusters
  Score: Raw -4589887.762884 + Penalty 5136.794433 = -4584750.968451
  nChanged 1796
		SP:Iteration 9F (8803.150000 sec): 3 clusters
  Score: Raw -4591098.767757 + Penalty 5136.794433 = -4585961.973323
  nChanged 1429
		SP:Iteration 10Q (8803.270000 sec): 3 clusters
  Score: Raw -4591954.490173 + Penalty 5136.794433 = -4586817.695739
  nChanged 1021
		SP:Iteration 11Q (8803.380000 sec): 3 clusters
  Score: Raw -4592521.550712 + Penalty 5136.794433 = -4587384.756279
  nChanged 827
		SP:Iteration 12Q (8803.490000 sec): 3 clusters
  Score: Raw -4593053.035655 + Penalty 5136.794433 = -4587916.241221
  nChanged 733
		SP:Iteration 13Q (8803.600000 sec): 3 clusters
  Score: Raw -4593741.812110 + Penalty 5136.794433 = -4588605.017677
  nChanged 629
		SP:Iteration 14Q (8803.720000 sec): 3 clusters
  Score: Raw -4594710.104078 + Penalty 5136.794433 = -4589573.309644
  nChanged 382
		SP:Iteration 15Q (8803.820000 sec): 3 clusters
  Score: Raw -4595317.711706 + Penalty 5136.794433 = -4590180.917273
  nChanged 252
		SP:Iteration 16Q (8803.910000 sec): 3 clusters
  Score: Raw -4595485.421473 + Penalty 5136.794433 = -4590348.627040
  nChanged 191
		SP:Iteration 17Q (8804.000000 sec): 3 clusters
  Score: Raw -4595567.967798 + Penalty 5136.794433 = -4590431.173364
  nChanged 136
		SP:Iteration 18Q (8804.090000 sec): 3 clusters
  Score: Raw -4595614.679862 + Penalty 5136.794433 = -4590477.885428
  nChanged 90
		SP:Iteration 19Q (8804.180000 sec): 3 clusters
  Score: Raw -4595641.477192 + Penalty 5136.794433 = -4590504.682758
  nChanged 61
		SP:Iteration 20F (8804.290000 sec): 3 clusters
  Score: Raw -4595657.169145 + Penalty 5136.794433 = -4590520.374711
  nChanged 51
		SP:Iteration 21Q (8804.380000 sec): 3 clusters
  Score: Raw -4595670.329503 + Penalty 5136.794433 = -4590533.535070
  nChanged 47
		SP:Iteration 22Q (8804.470000 sec): 3 clusters
  Score: Raw -4595680.952781 + Penalty 5136.794433 = -4590544.158348
  nChanged 44
		SP:Iteration 23Q (8804.560000 sec): 3 clusters
  Score: Raw -4595690.869306 + Penalty 5136.794433 = -4590554.074873
  nChanged 30
		SP:Iteration 24Q (8804.640000 sec): 3 clusters
  Score: Raw -4595695.128928 + Penalty 5136.794433 = -4590558.334495
  nChanged 17
		SP:Iteration 25Q (8804.730000 sec): 3 clusters
  Score: Raw -4595697.291538 + Penalty 5136.794433 = -4590560.497105
  nChanged 11
		SP:Iteration 26Q (8804.820000 sec): 3 clusters
  Score: Raw -4595698.624839 + Penalty 5136.794433 = -4590561.830406
  nChanged 8
		SP:Iteration 27Q (8804.910000 sec): 3 clusters
  Score: Raw -4595700.205274 + Penalty 5136.794433 = -4590563.410840
  nChanged 7
		SP:Iteration 28Q (8805.000000 sec): 3 clusters
  Score: Raw -4595701.017488 + Penalty 5136.794433 = -4590564.223055
  nChanged 4
		SP:Iteration 29Q (8805.080000 sec): 3 clusters
  Score: Raw -4595701.320891 + Penalty 5136.794433 = -4590564.526458
  nChanged 2
		SP:Iteration 30Q (8805.170000 sec): 3 clusters
  Score: Raw -4595701.608650 + Penalty 5136.794433 = -4590564.814217
  nChanged 4
		SP:Iteration 31Q (8805.260000 sec): 3 clusters
  Score: Raw -4595702.285834 + Penalty 5136.794433 = -4590565.491401
  nChanged 7
		SP:Iteration 32Q (8805.340000 sec): 3 clusters
  Score: Raw -4595703.705937 + Penalty 5136.794433 = -4590566.911504
  nChanged 7
		SP:Iteration 33Q (8805.430000 sec): 3 clusters
  Score: Raw -4595705.596252 + Penalty 5136.794433 = -4590568.801819
  nChanged 7
		SP:Iteration 34Q (8805.520000 sec): 3 clusters
  Score: Raw -4595707.167135 + Penalty 5136.794433 = -4590570.372702
  nChanged 4
		SP:Iteration 35Q (8805.600000 sec): 3 clusters
  Score: Raw -4595707.436067 + Penalty 5136.794433 = -4590570.641634
  nChanged 3
		SP:Iteration 36Q (8805.690000 sec): 3 clusters
  Score: Raw -4595707.823404 + Penalty 5136.794433 = -4590571.028970
  nChanged 5
		SP:Iteration 37Q (8805.780000 sec): 3 clusters
  Score: Raw -4595708.298274 + Penalty 5136.794433 = -4590571.503840
  nChanged 3
		SP:Iteration 38Q (8805.860000 sec): 3 clusters
  Score: Raw -4595708.819002 + Penalty 5136.794433 = -4590572.024569
  nChanged 6
		SP:Iteration 39Q (8805.950000 sec): 3 clusters
  Score: Raw -4595709.567443 + Penalty 5136.794433 = -4590572.773010
  nChanged 3
		SP:Iteration 40F (8806.060000 sec): 3 clusters
  Score: Raw -4595710.158368 + Penalty 5136.794433 = -4590573.363935
  nChanged 4
		SP:Iteration 41Q (8806.150000 sec): 3 clusters
  Score: Raw -4595710.896642 + Penalty 5136.794433 = -4590574.102209
  nChanged 4
		SP:Iteration 42Q (8806.240000 sec): 3 clusters
  Score: Raw -4595711.511861 + Penalty 5136.794433 = -4590574.717427
  nChanged 5
		SP:Iteration 43Q (8806.320000 sec): 3 clusters
  Score: Raw -4595712.722701 + Penalty 5136.794433 = -4590575.928268
  nChanged 6
		SP:Iteration 44Q (8806.410000 sec): 3 clusters
  Score: Raw -4595714.078782 + Penalty 5136.794433 = -4590577.284349
  nChanged 8
		SP:Iteration 45Q (8806.500000 sec): 3 clusters
  Score: Raw -4595715.554944 + Penalty 5136.794433 = -4590578.760510
  nChanged 10
		SP:Iteration 46Q (8806.590000 sec): 3 clusters
  Score: Raw -4595717.594735 + Penalty 5136.794433 = -4590580.800301
  nChanged 10
		SP:Iteration 47Q (8806.680000 sec): 3 clusters
  Score: Raw -4595719.756119 + Penalty 5136.794433 = -4590582.961685
  nChanged 6
		SP:Iteration 48Q (8806.760000 sec): 3 clusters
  Score: Raw -4595721.029320 + Penalty 5136.794433 = -4590584.234886
  nChanged 6
		SP:Iteration 49Q (8806.850000 sec): 3 clusters
  Score: Raw -4595722.245175 + Penalty 5136.794433 = -4590585.450741
  nChanged 4
		SP:Iteration 50Q (8806.940000 sec): 3 clusters
  Score: Raw -4595722.927902 + Penalty 5136.794433 = -4590586.133468
  nChanged 4
		SP:Iteration 51Q (8807.020000 sec): 3 clusters
  Score: Raw -4595723.391910 + Penalty 5136.794433 = -4590586.597476
  nChanged 2
		SP:Iteration 52Q (8807.110000 sec): 3 clusters
  Score: Raw -4595723.882546 + Penalty 5136.794433 = -4590587.088112
  nChanged 3
		SP:Iteration 53Q (8807.200000 sec): 3 clusters
  Score: Raw -4595724.364012 + Penalty 5136.794433 = -4590587.569579
  nChanged 2
		SP:Iteration 54Q (8807.290000 sec): 3 clusters
  Score: Raw -4595725.016886 + Penalty 5136.794433 = -4590588.222453
  nChanged 5
		SP:Iteration 55Q (8807.380000 sec): 3 clusters
  Score: Raw -4595726.122475 + Penalty 5136.794433 = -4590589.328042
  nChanged 6
		SP:Iteration 56Q (8807.460000 sec): 3 clusters
  Score: Raw -4595726.790346 + Penalty 5136.794433 = -4590589.995913
  nChanged 0
		SP:Iteration 57F (8807.580000 sec): 3 clusters
  Score: Raw -4595726.790346 + Penalty 5136.794433 = -4590589.995913
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8807.910000 sec): 2 clusters
  Score: Raw -14339023.494785 + Penalty 2851.716528 = -14336171.778257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8808.280000 sec): 3 clusters
  Score: Raw -14275916.205105 + Penalty 5703.433055 = -14270212.772049
  nChanged 46494
		SP:Iteration 1F (8808.640000 sec): 3 clusters
  Score: Raw -14302223.752182 + Penalty 5703.433055 = -14296520.319127
  nChanged 3156
		SP:Iteration 2Q (8809.020000 sec): 3 clusters
  Score: Raw -14302973.580954 + Penalty 5703.433055 = -14297270.147898
  nChanged 3298
		SP:Iteration 3Q (8809.390000 sec): 3 clusters
  Score: Raw -14303820.217694 + Penalty 5703.433055 = -14298116.784639
  nChanged 3397
		SP:Iteration 4Q (8809.760000 sec): 3 clusters
  Score: Raw -14304776.501051 + Penalty 5703.433055 = -14299073.067996
  nChanged 3575
		SP:Iteration 5Q (8810.140000 sec): 3 clusters
  Score: Raw -14305942.625123 + Penalty 5703.433055 = -14300239.192068
  nChanged 3934
		SP:Iteration 6Q (8810.510000 sec): 3 clusters
  Score: Raw -14307425.824335 + Penalty 5703.433055 = -14301722.391280
  nChanged 4335
		SP:Iteration 7Q (8810.880000 sec): 3 clusters
  Score: Raw -14309413.425500 + Penalty 5703.433055 = -14303709.992444
  nChanged 5023
		SP:Iteration 8F (8811.240000 sec): 3 clusters
  Score: Raw -14312139.522542 + Penalty 5703.433055 = -14306436.089487
  nChanged 5485
		SP:Iteration 9F (8811.600000 sec): 3 clusters
  Score: Raw -14315483.640180 + Penalty 5703.433055 = -14309780.207125
  nChanged 5658
		SP:Iteration 10F (8811.960000 sec): 3 clusters
  Score: Raw -14319149.709038 + Penalty 5703.433055 = -14313446.275983
  nChanged 5278
		SP:Iteration 11F (8812.320000 sec): 3 clusters
  Score: Raw -14322327.694537 + Penalty 5703.433055 = -14316624.261482
  nChanged 4294
		SP:Iteration 12Q (8812.670000 sec): 3 clusters
  Score: Raw -14324452.306649 + Penalty 5703.433055 = -14318748.873594
  nChanged 3265
		SP:Iteration 13Q (8813.020000 sec): 3 clusters
  Score: Raw -14325778.063584 + Penalty 5703.433055 = -14320074.630529
  nChanged 2496
		SP:Iteration 14Q (8813.360000 sec): 3 clusters
  Score: Raw -14326702.644621 + Penalty 5703.433055 = -14320999.211566
  nChanged 2169
		SP:Iteration 15Q (8813.690000 sec): 3 clusters
  Score: Raw -14327526.325616 + Penalty 5703.433055 = -14321822.892561
  nChanged 2118
		SP:Iteration 16Q (8814.030000 sec): 3 clusters
  Score: Raw -14328390.559048 + Penalty 5703.433055 = -14322687.125993
  nChanged 2165
		SP:Iteration 17Q (8814.350000 sec): 3 clusters
  Score: Raw -14329375.195427 + Penalty 5703.433055 = -14323671.762372
  nChanged 2237
		SP:Iteration 18Q (8814.680000 sec): 3 clusters
  Score: Raw -14330454.075720 + Penalty 5703.433055 = -14324750.642665
  nChanged 2137
		SP:Iteration 19Q (8814.990000 sec): 3 clusters
  Score: Raw -14331549.951940 + Penalty 5703.433055 = -14325846.518885
  nChanged 2085
		SP:Iteration 20F (8815.350000 sec): 3 clusters
  Score: Raw -14332651.438966 + Penalty 5703.433055 = -14326948.005911
  nChanged 1925
		SP:Iteration 21Q (8815.660000 sec): 3 clusters
  Score: Raw -14333709.781348 + Penalty 5703.433055 = -14328006.348293
  nChanged 1804
		SP:Iteration 22Q (8815.960000 sec): 3 clusters
  Score: Raw -14334723.619770 + Penalty 5703.433055 = -14329020.186715
  nChanged 1557
		SP:Iteration 23Q (8816.260000 sec): 3 clusters
  Score: Raw -14335613.909800 + Penalty 5703.433055 = -14329910.476744
  nChanged 1405
		SP:Iteration 24Q (8816.540000 sec): 3 clusters
  Score: Raw -14336468.968274 + Penalty 5703.433055 = -14330765.535219
  nChanged 1199
		SP:Iteration 25Q (8816.820000 sec): 3 clusters
  Score: Raw -14337223.735341 + Penalty 5703.433055 = -14331520.302286
  nChanged 993
		SP:Iteration 26Q (8817.100000 sec): 3 clusters
  Score: Raw -14337856.054641 + Penalty 5703.433055 = -14332152.621586
  nChanged 769
		SP:Iteration 27Q (8817.380000 sec): 3 clusters
  Score: Raw -14338329.586045 + Penalty 5703.433055 = -14332626.152990
  nChanged 579
		SP:Iteration 28Q (8817.650000 sec): 3 clusters
  Score: Raw -14338648.672315 + Penalty 5703.433055 = -14332945.239260
  nChanged 420
		SP:Iteration 29Q (8817.910000 sec): 3 clusters
  Score: Raw -14338851.114767 + Penalty 5703.433055 = -14333147.681712
  nChanged 311
		SP:Iteration 30Q (8818.180000 sec): 3 clusters
  Score: Raw -14338984.024211 + Penalty 5703.433055 = -14333280.591156
  nChanged 267
		SP:Iteration 31Q (8818.450000 sec): 3 clusters
  Score: Raw -14339088.206842 + Penalty 5703.433055 = -14333384.773787
  nChanged 202
		SP:Iteration 32Q (8818.710000 sec): 3 clusters
  Score: Raw -14339171.496987 + Penalty 5703.433055 = -14333468.063931
  nChanged 169
		SP:Iteration 33Q (8818.970000 sec): 3 clusters
  Score: Raw -14339244.388382 + Penalty 5703.433055 = -14333540.955327
  nChanged 139
		SP:Iteration 34Q (8819.230000 sec): 3 clusters
  Score: Raw -14339301.043795 + Penalty 5703.433055 = -14333597.610740
  nChanged 108
		SP:Iteration 35Q (8819.490000 sec): 3 clusters
  Score: Raw -14339341.356668 + Penalty 5703.433055 = -14333637.923613
  nChanged 96
		SP:Iteration 36Q (8819.750000 sec): 3 clusters
  Score: Raw -14339380.170972 + Penalty 5703.433055 = -14333676.737917
  nChanged 76
		SP:Iteration 37Q (8820.010000 sec): 3 clusters
  Score: Raw -14339409.320374 + Penalty 5703.433055 = -14333705.887319
  nChanged 63
		SP:Iteration 38Q (8820.260000 sec): 3 clusters
  Score: Raw -14339435.059338 + Penalty 5703.433055 = -14333731.626283
  nChanged 58
		SP:Iteration 39Q (8820.520000 sec): 3 clusters
  Score: Raw -14339454.226491 + Penalty 5703.433055 = -14333750.793436
  nChanged 50
		SP:Iteration 40F (8820.870000 sec): 3 clusters
  Score: Raw -14339476.410660 + Penalty 5703.433055 = -14333772.977605
  nChanged 50
		SP:Iteration 41Q (8821.130000 sec): 3 clusters
  Score: Raw -14339502.785183 + Penalty 5703.433055 = -14333799.352128
  nChanged 53
		SP:Iteration 42Q (8821.380000 sec): 3 clusters
  Score: Raw -14339526.651916 + Penalty 5703.433055 = -14333823.218861
  nChanged 36
		SP:Iteration 43Q (8821.640000 sec): 3 clusters
  Score: Raw -14339543.309258 + Penalty 5703.433055 = -14333839.876203
  nChanged 39
		SP:Iteration 44Q (8821.890000 sec): 3 clusters
  Score: Raw -14339560.985075 + Penalty 5703.433055 = -14333857.552020
  nChanged 36
		SP:Iteration 45Q (8822.150000 sec): 3 clusters
  Score: Raw -14339578.975500 + Penalty 5703.433055 = -14333875.542445
  nChanged 37
		SP:Iteration 46Q (8822.410000 sec): 3 clusters
  Score: Raw -14339596.214698 + Penalty 5703.433055 = -14333892.781643
  nChanged 34
		SP:Iteration 47Q (8822.670000 sec): 3 clusters
  Score: Raw -14339612.511362 + Penalty 5703.433055 = -14333909.078307
  nChanged 26
		SP:Iteration 48Q (8822.920000 sec): 3 clusters
  Score: Raw -14339624.440327 + Penalty 5703.433055 = -14333921.007272
  nChanged 23
		SP:Iteration 49Q (8823.180000 sec): 3 clusters
  Score: Raw -14339634.198911 + Penalty 5703.433055 = -14333930.765856
  nChanged 19
		SP:Iteration 50Q (8823.430000 sec): 3 clusters
  Score: Raw -14339641.589610 + Penalty 5703.433055 = -14333938.156554
  nChanged 16
		SP:Iteration 51Q (8823.690000 sec): 3 clusters
  Score: Raw -14339652.968633 + Penalty 5703.433055 = -14333949.535577
  nChanged 18
		SP:Iteration 52Q (8823.950000 sec): 3 clusters
  Score: Raw -14339661.399945 + Penalty 5703.433055 = -14333957.966890
  nChanged 14
		SP:Iteration 53Q (8824.200000 sec): 3 clusters
  Score: Raw -14339667.077573 + Penalty 5703.433055 = -14333963.644518
  nChanged 9
		SP:Iteration 54Q (8824.450000 sec): 3 clusters
  Score: Raw -14339670.100262 + Penalty 5703.433055 = -14333966.667207
  nChanged 10
		SP:Iteration 55Q (8824.710000 sec): 3 clusters
  Score: Raw -14339675.511158 + Penalty 5703.433055 = -14333972.078103
  nChanged 18
		SP:Iteration 56Q (8824.970000 sec): 3 clusters
  Score: Raw -14339684.136369 + Penalty 5703.433055 = -14333980.703314
  nChanged 23
		SP:Iteration 57Q (8825.220000 sec): 3 clusters
  Score: Raw -14339697.720097 + Penalty 5703.433055 = -14333994.287042
  nChanged 25
		SP:Iteration 58Q (8825.470000 sec): 3 clusters
  Score: Raw -14339711.532119 + Penalty 5703.433055 = -14334008.099063
  nChanged 20
		SP:Iteration 59Q (8825.730000 sec): 3 clusters
  Score: Raw -14339722.039951 + Penalty 5703.433055 = -14334018.606896
  nChanged 30
		SP:Iteration 60F (8826.080000 sec): 3 clusters
  Score: Raw -14339740.058757 + Penalty 5703.433055 = -14334036.625702
  nChanged 32
		SP:Iteration 61Q (8826.330000 sec): 3 clusters
  Score: Raw -14339758.547340 + Penalty 5703.433055 = -14334055.114285
  nChanged 21
		SP:Iteration 62Q (8826.590000 sec): 3 clusters
  Score: Raw -14339768.394362 + Penalty 5703.433055 = -14334064.961307
  nChanged 21
		SP:Iteration 63Q (8826.850000 sec): 3 clusters
  Score: Raw -14339778.885443 + Penalty 5703.433055 = -14334075.452388
  nChanged 20
		SP:Iteration 64Q (8827.100000 sec): 3 clusters
  Score: Raw -14339788.904917 + Penalty 5703.433055 = -14334085.471862
  nChanged 27
		SP:Iteration 65Q (8827.350000 sec): 3 clusters
  Score: Raw -14339801.313790 + Penalty 5703.433055 = -14334097.880735
  nChanged 23
		SP:Iteration 66Q (8827.610000 sec): 3 clusters
  Score: Raw -14339815.597630 + Penalty 5703.433055 = -14334112.164575
  nChanged 24
		SP:Iteration 67Q (8827.860000 sec): 3 clusters
  Score: Raw -14339832.700608 + Penalty 5703.433055 = -14334129.267553
  nChanged 26
		SP:Iteration 68Q (8828.110000 sec): 3 clusters
  Score: Raw -14339847.167532 + Penalty 5703.433055 = -14334143.734477
  nChanged 28
		SP:Iteration 69Q (8828.370000 sec): 3 clusters
  Score: Raw -14339859.397921 + Penalty 5703.433055 = -14334155.964866
  nChanged 21
		SP:Iteration 70Q (8828.620000 sec): 3 clusters
  Score: Raw -14339871.039533 + Penalty 5703.433055 = -14334167.606478
  nChanged 20
		SP:Iteration 71Q (8828.880000 sec): 3 clusters
  Score: Raw -14339879.335637 + Penalty 5703.433055 = -14334175.902582
  nChanged 13
		SP:Iteration 72Q (8829.130000 sec): 3 clusters
  Score: Raw -14339884.355925 + Penalty 5703.433055 = -14334180.922870
  nChanged 13
		SP:Iteration 73Q (8829.380000 sec): 3 clusters
  Score: Raw -14339889.990311 + Penalty 5703.433055 = -14334186.557255
  nChanged 10
		SP:Iteration 74Q (8829.630000 sec): 3 clusters
  Score: Raw -14339894.604917 + Penalty 5703.433055 = -14334191.171862
  nChanged 8
		SP:Iteration 75Q (8829.880000 sec): 3 clusters
  Score: Raw -14339897.288953 + Penalty 5703.433055 = -14334193.855898
  nChanged 4
		SP:Iteration 76Q (8830.130000 sec): 3 clusters
  Score: Raw -14339899.773186 + Penalty 5703.433055 = -14334196.340130
  nChanged 5
		SP:Iteration 77Q (8830.380000 sec): 3 clusters
  Score: Raw -14339902.586366 + Penalty 5703.433055 = -14334199.153311
  nChanged 4
		SP:Iteration 78Q (8830.640000 sec): 3 clusters
  Score: Raw -14339903.977436 + Penalty 5703.433055 = -14334200.544381
  nChanged 0
		SP:Iteration 79F (8830.990000 sec): 3 clusters
  Score: Raw -14339903.977436 + Penalty 5703.433055 = -14334200.544381
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8831.130000 sec): 2 clusters
  Score: Raw -5651717.706007 + Penalty 2605.046030 = -5649112.659977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8831.260000 sec): 3 clusters
  Score: Raw -5629376.653824 + Penalty 5210.092060 = -5624166.561763
  nChanged 16607
		SP:Iteration 1F (8831.390000 sec): 3 clusters
  Score: Raw -5638428.930826 + Penalty 5210.092060 = -5633218.838766
  nChanged 1520
		SP:Iteration 2Q (8831.530000 sec): 3 clusters
  Score: Raw -5638862.207898 + Penalty 5210.092060 = -5633652.115838
  nChanged 1367
		SP:Iteration 3Q (8831.660000 sec): 3 clusters
  Score: Raw -5639245.595169 + Penalty 5210.092060 = -5634035.503109
  nChanged 1277
		SP:Iteration 4Q (8831.800000 sec): 3 clusters
  Score: Raw -5639603.539571 + Penalty 5210.092060 = -5634393.447511
  nChanged 1257
		SP:Iteration 5Q (8831.940000 sec): 3 clusters
  Score: Raw -5639981.678030 + Penalty 5210.092060 = -5634771.585970
  nChanged 1363
		SP:Iteration 6Q (8832.070000 sec): 3 clusters
  Score: Raw -5640478.497603 + Penalty 5210.092060 = -5635268.405542
  nChanged 1632
		SP:Iteration 7Q (8832.200000 sec): 3 clusters
  Score: Raw -5641244.347705 + Penalty 5210.092060 = -5636034.255644
  nChanged 2030
		SP:Iteration 8F (8832.340000 sec): 3 clusters
  Score: Raw -5642447.527455 + Penalty 5210.092060 = -5637237.435395
  nChanged 2414
		SP:Iteration 9F (8832.460000 sec): 3 clusters
  Score: Raw -5644183.977523 + Penalty 5210.092060 = -5638973.885463
  nChanged 2533
		SP:Iteration 10F (8832.600000 sec): 3 clusters
  Score: Raw -5646322.235651 + Penalty 5210.092060 = -5641112.143591
  nChanged 2353
		SP:Iteration 11F (8832.730000 sec): 3 clusters
  Score: Raw -5648456.525142 + Penalty 5210.092060 = -5643246.433082
  nChanged 1712
		SP:Iteration 12Q (8832.860000 sec): 3 clusters
  Score: Raw -5649999.377510 + Penalty 5210.092060 = -5644789.285449
  nChanged 1039
		SP:Iteration 13Q (8832.980000 sec): 3 clusters
  Score: Raw -5650898.776448 + Penalty 5210.092060 = -5645688.684388
  nChanged 608
		SP:Iteration 14Q (8833.100000 sec): 3 clusters
  Score: Raw -5651395.904670 + Penalty 5210.092060 = -5646185.812610
  nChanged 327
		SP:Iteration 15Q (8833.200000 sec): 3 clusters
  Score: Raw -5651643.374424 + Penalty 5210.092060 = -5646433.282364
  nChanged 180
		SP:Iteration 16Q (8833.300000 sec): 3 clusters
  Score: Raw -5651781.784926 + Penalty 5210.092060 = -5646571.692866
  nChanged 118
		SP:Iteration 17Q (8833.400000 sec): 3 clusters
  Score: Raw -5651868.736909 + Penalty 5210.092060 = -5646658.644849
  nChanged 76
		SP:Iteration 18Q (8833.490000 sec): 3 clusters
  Score: Raw -5651931.863505 + Penalty 5210.092060 = -5646721.771445
  nChanged 39
		SP:Iteration 19Q (8833.590000 sec): 3 clusters
  Score: Raw -5651964.334965 + Penalty 5210.092060 = -5646754.242905
  nChanged 27
		SP:Iteration 20F (8833.720000 sec): 3 clusters
  Score: Raw -5651989.808104 + Penalty 5210.092060 = -5646779.716044
  nChanged 17
		SP:Iteration 21Q (8833.810000 sec): 3 clusters
  Score: Raw -5652004.447738 + Penalty 5210.092060 = -5646794.355677
  nChanged 17
		SP:Iteration 22Q (8833.900000 sec): 3 clusters
  Score: Raw -5652018.365399 + Penalty 5210.092060 = -5646808.273339
  nChanged 15
		SP:Iteration 23Q (8834.000000 sec): 3 clusters
  Score: Raw -5652030.915177 + Penalty 5210.092060 = -5646820.823117
  nChanged 13
		SP:Iteration 24Q (8834.090000 sec): 3 clusters
  Score: Raw -5652040.758266 + Penalty 5210.092060 = -5646830.666206
  nChanged 10
		SP:Iteration 25Q (8834.180000 sec): 3 clusters
  Score: Raw -5652047.924737 + Penalty 5210.092060 = -5646837.832677
  nChanged 7
		SP:Iteration 26Q (8834.270000 sec): 3 clusters
  Score: Raw -5652052.720025 + Penalty 5210.092060 = -5646842.627964
  nChanged 4
		SP:Iteration 27Q (8834.360000 sec): 3 clusters
  Score: Raw -5652057.288749 + Penalty 5210.092060 = -5646847.196689
  nChanged 3
		SP:Iteration 28Q (8834.450000 sec): 3 clusters
  Score: Raw -5652060.340397 + Penalty 5210.092060 = -5646850.248337
  nChanged 3
		SP:Iteration 29Q (8834.540000 sec): 3 clusters
  Score: Raw -5652062.372209 + Penalty 5210.092060 = -5646852.280148
  nChanged 2
		SP:Iteration 30Q (8834.640000 sec): 3 clusters
  Score: Raw -5652064.571439 + Penalty 5210.092060 = -5646854.479379
  nChanged 4
		SP:Iteration 31Q (8834.730000 sec): 3 clusters
  Score: Raw -5652068.457303 + Penalty 5210.092060 = -5646858.365243
  nChanged 4
		SP:Iteration 32Q (8834.820000 sec): 3 clusters
  Score: Raw -5652072.528306 + Penalty 5210.092060 = -5646862.436246
  nChanged 1
		SP:Iteration 33Q (8834.910000 sec): 3 clusters
  Score: Raw -5652072.940207 + Penalty 5210.092060 = -5646862.848147
  nChanged 1
		SP:Iteration 34Q (8835.010000 sec): 3 clusters
  Score: Raw -5652073.632153 + Penalty 5210.092060 = -5646863.540093
  nChanged 0
		SP:Iteration 35F (8835.140000 sec): 3 clusters
  Score: Raw -5652073.632153 + Penalty 5210.092060 = -5646863.540093
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8835.460000 sec): 2 clusters
  Score: Raw -14570628.045756 + Penalty 2851.799513 = -14567776.246243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8835.820000 sec): 3 clusters
  Score: Raw -14507162.291878 + Penalty 5703.599026 = -14501458.692852
  nChanged 46733
		SP:Iteration 1F (8836.170000 sec): 3 clusters
  Score: Raw -14534178.141333 + Penalty 5703.599026 = -14528474.542306
  nChanged 3373
		SP:Iteration 2Q (8836.540000 sec): 3 clusters
  Score: Raw -14535047.377303 + Penalty 5703.599026 = -14529343.778276
  nChanged 3622
		SP:Iteration 3Q (8836.900000 sec): 3 clusters
  Score: Raw -14536162.051935 + Penalty 5703.599026 = -14530458.452908
  nChanged 4294
		SP:Iteration 4Q (8837.270000 sec): 3 clusters
  Score: Raw -14537947.469137 + Penalty 5703.599026 = -14532243.870111
  nChanged 5585
		SP:Iteration 5F (8837.630000 sec): 3 clusters
  Score: Raw -14541000.472300 + Penalty 5703.599026 = -14535296.873274
  nChanged 7134
		SP:Iteration 6F (8837.980000 sec): 3 clusters
  Score: Raw -14546077.719069 + Penalty 5703.599026 = -14540374.120042
  nChanged 8428
		SP:Iteration 7F (8838.340000 sec): 3 clusters
  Score: Raw -14553480.666217 + Penalty 5703.599026 = -14547777.067191
  nChanged 7960
		SP:Iteration 8F (8838.700000 sec): 3 clusters
  Score: Raw -14561220.551559 + Penalty 5703.599026 = -14555516.952532
  nChanged 5530
		SP:Iteration 9F (8839.050000 sec): 3 clusters
  Score: Raw -14566568.756608 + Penalty 5703.599026 = -14560865.157582
  nChanged 2823
		SP:Iteration 10Q (8839.390000 sec): 3 clusters
  Score: Raw -14569080.720578 + Penalty 5703.599026 = -14563377.121552
  nChanged 1187
		SP:Iteration 11Q (8839.700000 sec): 3 clusters
  Score: Raw -14570074.798243 + Penalty 5703.599026 = -14564371.199217
  nChanged 508
		SP:Iteration 12Q (8839.980000 sec): 3 clusters
  Score: Raw -14570483.920018 + Penalty 5703.599026 = -14564780.320991
  nChanged 253
		SP:Iteration 13Q (8840.250000 sec): 3 clusters
  Score: Raw -14570707.054114 + Penalty 5703.599026 = -14565003.455088
  nChanged 135
		SP:Iteration 14Q (8840.510000 sec): 3 clusters
  Score: Raw -14570819.610716 + Penalty 5703.599026 = -14565116.011690
  nChanged 64
		SP:Iteration 15Q (8840.770000 sec): 3 clusters
  Score: Raw -14570880.257204 + Penalty 5703.599026 = -14565176.658177
  nChanged 48
		SP:Iteration 16Q (8841.030000 sec): 3 clusters
  Score: Raw -14570924.915548 + Penalty 5703.599026 = -14565221.316521
  nChanged 34
		SP:Iteration 17Q (8841.290000 sec): 3 clusters
  Score: Raw -14570952.401310 + Penalty 5703.599026 = -14565248.802283
  nChanged 20
		SP:Iteration 18Q (8841.540000 sec): 3 clusters
  Score: Raw -14570970.179433 + Penalty 5703.599026 = -14565266.580407
  nChanged 21
		SP:Iteration 19Q (8841.800000 sec): 3 clusters
  Score: Raw -14570990.415600 + Penalty 5703.599026 = -14565286.816574
  nChanged 20
		SP:Iteration 20F (8842.150000 sec): 3 clusters
  Score: Raw -14571003.867833 + Penalty 5703.599026 = -14565300.268807
  nChanged 12
		SP:Iteration 21Q (8842.410000 sec): 3 clusters
  Score: Raw -14571012.295416 + Penalty 5703.599026 = -14565308.696390
  nChanged 6
		SP:Iteration 22Q (8842.670000 sec): 3 clusters
  Score: Raw -14571019.728790 + Penalty 5703.599026 = -14565316.129764
  nChanged 6
		SP:Iteration 23Q (8842.930000 sec): 3 clusters
  Score: Raw -14571026.114677 + Penalty 5703.599026 = -14565322.515651
  nChanged 6
		SP:Iteration 24Q (8843.190000 sec): 3 clusters
  Score: Raw -14571030.671699 + Penalty 5703.599026 = -14565327.072672
  nChanged 4
		SP:Iteration 25Q (8843.450000 sec): 3 clusters
  Score: Raw -14571033.223994 + Penalty 5703.599026 = -14565329.624967
  nChanged 2
		SP:Iteration 26Q (8843.710000 sec): 3 clusters
  Score: Raw -14571035.257400 + Penalty 5703.599026 = -14565331.658374
  nChanged 3
		SP:Iteration 27Q (8843.970000 sec): 3 clusters
  Score: Raw -14571038.267292 + Penalty 5703.599026 = -14565334.668266
  nChanged 3
		SP:Iteration 28Q (8844.220000 sec): 3 clusters
  Score: Raw -14571040.838438 + Penalty 5703.599026 = -14565337.239411
  nChanged 4
		SP:Iteration 29Q (8844.480000 sec): 3 clusters
  Score: Raw -14571044.850630 + Penalty 5703.599026 = -14565341.251603
  nChanged 1
		SP:Iteration 30Q (8844.740000 sec): 3 clusters
  Score: Raw -14571046.570481 + Penalty 5703.599026 = -14565342.971454
  nChanged 3
		SP:Iteration 31Q (8845.000000 sec): 3 clusters
  Score: Raw -14571050.180166 + Penalty 5703.599026 = -14565346.581139
  nChanged 6
		SP:Iteration 32Q (8845.250000 sec): 3 clusters
  Score: Raw -14571057.050465 + Penalty 5703.599026 = -14565353.451438
  nChanged 5
		SP:Iteration 33Q (8845.510000 sec): 3 clusters
  Score: Raw -14571061.421481 + Penalty 5703.599026 = -14565357.822455
  nChanged 3
		SP:Iteration 34Q (8845.770000 sec): 3 clusters
  Score: Raw -14571064.050819 + Penalty 5703.599026 = -14565360.451793
  nChanged 4
		SP:Iteration 35Q (8846.020000 sec): 3 clusters
  Score: Raw -14571066.790006 + Penalty 5703.599026 = -14565363.190980
  nChanged 1
		SP:Iteration 36Q (8846.280000 sec): 3 clusters
  Score: Raw -14571067.304093 + Penalty 5703.599026 = -14565363.705066
  nChanged 1
		SP:Iteration 37Q (8846.530000 sec): 3 clusters
  Score: Raw -14571068.216955 + Penalty 5703.599026 = -14565364.617929
  nChanged 0
		SP:Iteration 38F (8846.890000 sec): 3 clusters
  Score: Raw -14571068.216955 + Penalty 5703.599026 = -14565364.617929
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8846.950000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8846.950000 sec): 3 clusters
  Score: Raw -22215.267866 + Penalty 2547.356025 = -19667.911841
  nChanged 7
		SP:Iteration 1Q (8846.950000 sec): 3 clusters
  Score: Raw -22249.632785 + Penalty 2547.356025 = -19702.276760
  nChanged 0
		SP:Iteration 2F (8846.950000 sec): 3 clusters
  Score: Raw -22249.632785 + Penalty 2547.356025 = -19702.276760
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8847.130000 sec): 2 clusters
  Score: Raw -7501479.168344 + Penalty 2688.609636 = -7498790.558708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8847.320000 sec): 3 clusters
  Score: Raw -7469623.808438 + Penalty 5377.219272 = -7464246.589166
  nChanged 23697
		SP:Iteration 1F (8847.510000 sec): 3 clusters
  Score: Raw -7482721.252559 + Penalty 5377.219272 = -7477344.033287
  nChanged 1801
		SP:Iteration 2Q (8847.710000 sec): 3 clusters
  Score: Raw -7483129.152851 + Penalty 5377.219272 = -7477751.933579
  nChanged 1625
		SP:Iteration 3Q (8847.890000 sec): 3 clusters
  Score: Raw -7483479.508153 + Penalty 5377.219272 = -7478102.288881
  nChanged 1462
		SP:Iteration 4Q (8848.090000 sec): 3 clusters
  Score: Raw -7483807.744028 + Penalty 5377.219272 = -7478430.524756
  nChanged 1460
		SP:Iteration 5Q (8848.280000 sec): 3 clusters
  Score: Raw -7484173.160884 + Penalty 5377.219272 = -7478795.941612
  nChanged 1511
		SP:Iteration 6Q (8848.470000 sec): 3 clusters
  Score: Raw -7484587.184028 + Penalty 5377.219272 = -7479209.964756
  nChanged 1704
		SP:Iteration 7Q (8848.670000 sec): 3 clusters
  Score: Raw -7485143.508324 + Penalty 5377.219272 = -7479766.289052
  nChanged 1975
		SP:Iteration 8Q (8848.860000 sec): 3 clusters
  Score: Raw -7485976.586407 + Penalty 5377.219272 = -7480599.367135
  nChanged 2490
		SP:Iteration 9Q (8849.050000 sec): 3 clusters
  Score: Raw -7487311.279218 + Penalty 5377.219272 = -7481934.059946
  nChanged 3238
		SP:Iteration 10F (8849.250000 sec): 3 clusters
  Score: Raw -7489499.127230 + Penalty 5377.219272 = -7484121.907958
  nChanged 3801
		SP:Iteration 11F (8849.430000 sec): 3 clusters
  Score: Raw -7492605.755294 + Penalty 5377.219272 = -7487228.536022
  nChanged 3889
		SP:Iteration 12F (8849.620000 sec): 3 clusters
  Score: Raw -7496166.907081 + Penalty 5377.219272 = -7490789.687809
  nChanged 2941
		SP:Iteration 13F (8849.810000 sec): 3 clusters
  Score: Raw -7498964.614329 + Penalty 5377.219272 = -7493587.395057
  nChanged 1682
		SP:Iteration 14Q (8849.980000 sec): 3 clusters
  Score: Raw -7500556.393698 + Penalty 5377.219272 = -7495179.174426
  nChanged 754
		SP:Iteration 15Q (8850.130000 sec): 3 clusters
  Score: Raw -7501286.011482 + Penalty 5377.219272 = -7495908.792210
  nChanged 251
		SP:Iteration 16Q (8850.270000 sec): 3 clusters
  Score: Raw -7501535.831521 + Penalty 5377.219272 = -7496158.612249
  nChanged 94
		SP:Iteration 17Q (8850.410000 sec): 3 clusters
  Score: Raw -7501644.925390 + Penalty 5377.219272 = -7496267.706118
  nChanged 39
		SP:Iteration 18Q (8850.550000 sec): 3 clusters
  Score: Raw -7501695.545498 + Penalty 5377.219272 = -7496318.326226
  nChanged 23
		SP:Iteration 19Q (8850.680000 sec): 3 clusters
  Score: Raw -7501728.662106 + Penalty 5377.219272 = -7496351.442834
  nChanged 14
		SP:Iteration 20F (8850.860000 sec): 3 clusters
  Score: Raw -7501749.570921 + Penalty 5377.219272 = -7496372.351649
  nChanged 10
		SP:Iteration 21Q (8850.990000 sec): 3 clusters
  Score: Raw -7501761.812847 + Penalty 5377.219272 = -7496384.593575
  nChanged 8
		SP:Iteration 22Q (8851.130000 sec): 3 clusters
  Score: Raw -7501772.926041 + Penalty 5377.219272 = -7496395.706769
  nChanged 7
		SP:Iteration 23Q (8851.260000 sec): 3 clusters
  Score: Raw -7501785.192547 + Penalty 5377.219272 = -7496407.973275
  nChanged 7
		SP:Iteration 24Q (8851.390000 sec): 3 clusters
  Score: Raw -7501794.796632 + Penalty 5377.219272 = -7496417.577360
  nChanged 3
		SP:Iteration 25Q (8851.520000 sec): 3 clusters
  Score: Raw -7501798.335379 + Penalty 5377.219272 = -7496421.116107
  nChanged 3
		SP:Iteration 26Q (8851.650000 sec): 3 clusters
  Score: Raw -7501801.262703 + Penalty 5377.219272 = -7496424.043431
  nChanged 0
		SP:Iteration 27F (8851.830000 sec): 3 clusters
  Score: Raw -7501801.262703 + Penalty 5377.219272 = -7496424.043431
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8851.860000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8851.860000 sec): 3 clusters
  Score: Raw -76037.211763 + Penalty 3043.240186 = -72993.971577
  nChanged 95
		SP:Iteration 1F (8851.870000 sec): 3 clusters
  Score: Raw -76227.381933 + Penalty 3043.240186 = -73184.141747
  nChanged 24
		SP:Iteration 2F (8851.870000 sec): 3 clusters
  Score: Raw -76286.427653 + Penalty 3043.240186 = -73243.187467
  nChanged 30
		SP:Iteration 3F (8851.870000 sec): 3 clusters
  Score: Raw -76362.380101 + Penalty 3043.240186 = -73319.139915
  nChanged 36
		SP:Iteration 4F (8851.870000 sec): 3 clusters
  Score: Raw -76478.959035 + Penalty 3043.240186 = -73435.718849
  nChanged 34
		SP:Iteration 5F (8851.870000 sec): 3 clusters
  Score: Raw -76614.809908 + Penalty 3043.240186 = -73571.569722
  nChanged 21
		SP:Iteration 6Q (8851.870000 sec): 3 clusters
  Score: Raw -76746.005529 + Penalty 3043.240186 = -73702.765343
  nChanged 13
		SP:Iteration 7Q (8851.870000 sec): 3 clusters
  Score: Raw -76797.172910 + Penalty 3043.240186 = -73753.932724
  nChanged 4
		SP:Iteration 8Q (8851.870000 sec): 3 clusters
  Score: Raw -76821.504700 + Penalty 3043.240186 = -73778.264514
  nChanged 5
		SP:Iteration 9Q (8851.880000 sec): 3 clusters
  Score: Raw -76840.585910 + Penalty 3043.240186 = -73797.345724
  nChanged 3
		SP:Iteration 10Q (8851.880000 sec): 3 clusters
  Score: Raw -76849.965738 + Penalty 3043.240186 = -73806.725552
  nChanged 2
		SP:Iteration 11Q (8851.880000 sec): 3 clusters
  Score: Raw -76855.348298 + Penalty 3043.240186 = -73812.108112
  nChanged 1
		SP:Iteration 12Q (8851.880000 sec): 3 clusters
  Score: Raw -76857.750120 + Penalty 3043.240186 = -73814.509934
  nChanged 0
		SP:Iteration 13F (8851.880000 sec): 3 clusters
  Score: Raw -76857.750120 + Penalty 3043.240186 = -73814.509934
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8851.890000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8851.890000 sec): 3 clusters
  Score: Raw -68273.943869 + Penalty 3055.958832 = -65217.985038
  nChanged 70
		SP:Iteration 1F (8851.890000 sec): 3 clusters
  Score: Raw -68449.685174 + Penalty 3055.958832 = -65393.726342
  nChanged 23
		SP:Iteration 2Q (8851.890000 sec): 3 clusters
  Score: Raw -68515.821433 + Penalty 3055.958832 = -65459.862602
  nChanged 8
		SP:Iteration 3Q (8851.890000 sec): 3 clusters
  Score: Raw -68542.953563 + Penalty 3055.958832 = -65486.994731
  nChanged 10
		SP:Iteration 4Q (8851.890000 sec): 3 clusters
  Score: Raw -68572.610404 + Penalty 3055.958832 = -65516.651572
  nChanged 3
		SP:Iteration 5Q (8851.890000 sec): 3 clusters
  Score: Raw -68586.864107 + Penalty 3055.958832 = -65530.905275
  nChanged 5
		SP:Iteration 6Q (8851.900000 sec): 3 clusters
  Score: Raw -68600.826893 + Penalty 3055.958832 = -65544.868062
  nChanged 4
		SP:Iteration 7Q (8851.900000 sec): 3 clusters
  Score: Raw -68609.908028 + Penalty 3055.958832 = -65553.949196
  nChanged 1
		SP:Iteration 8Q (8851.900000 sec): 3 clusters
  Score: Raw -68610.941408 + Penalty 3055.958832 = -65554.982577
  nChanged 2
		SP:Iteration 9Q (8851.900000 sec): 3 clusters
  Score: Raw -68615.448319 + Penalty 3055.958832 = -65559.489487
  nChanged 1
		SP:Iteration 10Q (8851.900000 sec): 3 clusters
  Score: Raw -68616.041121 + Penalty 3055.958832 = -65560.082289
  nChanged 0
		SP:Iteration 11F (8851.910000 sec): 3 clusters
  Score: Raw -68616.041121 + Penalty 3055.958832 = -65560.082289
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (267931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8852.800000 sec): 2 clusters
  Score: Raw -39649162.005962 + Penalty 3099.624221 = -39646062.381741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8853.800000 sec): 3 clusters
  Score: Raw -39472306.039013 + Penalty 6199.248443 = -39466106.790571
  nChanged 129499
		SP:Iteration 1F (8854.790000 sec): 3 clusters
  Score: Raw -39548698.239311 + Penalty 6199.248443 = -39542498.990869
  nChanged 6681
		SP:Iteration 2Q (8855.810000 sec): 3 clusters
  Score: Raw -39549939.567525 + Penalty 6199.248443 = -39543740.319082
  nChanged 7527
		SP:Iteration 3Q (8856.820000 sec): 3 clusters
  Score: Raw -39551607.243561 + Penalty 6199.248443 = -39545407.995118
  nChanged 8637
		SP:Iteration 4Q (8857.830000 sec): 3 clusters
  Score: Raw -39554088.195211 + Penalty 6199.248443 = -39547888.946768
  nChanged 10843
		SP:Iteration 5Q (8858.840000 sec): 3 clusters
  Score: Raw -39558346.875625 + Penalty 6199.248443 = -39552147.627182
  nChanged 14196
		SP:Iteration 6F (8859.830000 sec): 3 clusters
  Score: Raw -39565900.871504 + Penalty 6199.248443 = -39559701.623061
  nChanged 18323
		SP:Iteration 7F (8860.810000 sec): 3 clusters
  Score: Raw -39578562.460045 + Penalty 6199.248443 = -39572363.211602
  nChanged 21800
		SP:Iteration 8F (8861.800000 sec): 3 clusters
  Score: Raw -39597031.323332 + Penalty 6199.248443 = -39590832.074889
  nChanged 21783
		SP:Iteration 9F (8862.770000 sec): 3 clusters
  Score: Raw -39617746.563510 + Penalty 6199.248443 = -39611547.315067
  nChanged 16863
		SP:Iteration 10F (8863.750000 sec): 3 clusters
  Score: Raw -39634340.148575 + Penalty 6199.248443 = -39628140.900133
  nChanged 9807
		SP:Iteration 11Q (8864.640000 sec): 3 clusters
  Score: Raw -39643828.637403 + Penalty 6199.248443 = -39637629.388961
  nChanged 4160
		SP:Iteration 12Q (8865.440000 sec): 3 clusters
  Score: Raw -39647678.350444 + Penalty 6199.248443 = -39641479.102001
  nChanged 1315
		SP:Iteration 13Q (8866.170000 sec): 3 clusters
  Score: Raw -39648862.894637 + Penalty 6199.248443 = -39642663.646194
  nChanged 328
		SP:Iteration 14Q (8866.870000 sec): 3 clusters
  Score: Raw -39649216.291746 + Penalty 6199.248443 = -39643017.043303
  nChanged 113
		SP:Iteration 15Q (8867.550000 sec): 3 clusters
  Score: Raw -39649346.355242 + Penalty 6199.248443 = -39643147.106800
  nChanged 48
		SP:Iteration 16Q (8868.230000 sec): 3 clusters
  Score: Raw -39649404.313511 + Penalty 6199.248443 = -39643205.065068
  nChanged 24
		SP:Iteration 17Q (8868.910000 sec): 3 clusters
  Score: Raw -39649446.941667 + Penalty 6199.248443 = -39643247.693224
  nChanged 13
		SP:Iteration 18Q (8869.580000 sec): 3 clusters
  Score: Raw -39649463.425200 + Penalty 6199.248443 = -39643264.176757
  nChanged 8
		SP:Iteration 19Q (8870.260000 sec): 3 clusters
  Score: Raw -39649472.168293 + Penalty 6199.248443 = -39643272.919850
  nChanged 5
		SP:Iteration 20F (8871.210000 sec): 3 clusters
  Score: Raw -39649479.291436 + Penalty 6199.248443 = -39643280.042993
  nChanged 2
		SP:Iteration 21Q (8871.890000 sec): 3 clusters
  Score: Raw -39649481.178766 + Penalty 6199.248443 = -39643281.930323
  nChanged 1
		SP:Iteration 22Q (8872.570000 sec): 3 clusters
  Score: Raw -39649482.591863 + Penalty 6199.248443 = -39643283.343420
  nChanged 3
		SP:Iteration 23Q (8873.250000 sec): 3 clusters
  Score: Raw -39649486.705319 + Penalty 6199.248443 = -39643287.456876
  nChanged 1
		SP:Iteration 24Q (8873.920000 sec): 3 clusters
  Score: Raw -39649487.878723 + Penalty 6199.248443 = -39643288.630280
  nChanged 0
		SP:Iteration 25F (8874.870000 sec): 3 clusters
  Score: Raw -39649487.878723 + Penalty 6199.248443 = -39643288.630280
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8875.080000 sec): 2 clusters
  Score: Raw -5141379.529753 + Penalty 2585.006092 = -5138794.523661
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8875.210000 sec): 3 clusters
  Score: Raw -5120865.584183 + Penalty 5170.012183 = -5115695.572000
  nChanged 15393
		SP:Iteration 1F (8875.330000 sec): 3 clusters
  Score: Raw -5129260.402873 + Penalty 5170.012183 = -5124090.390690
  nChanged 1469
		SP:Iteration 2Q (8875.450000 sec): 3 clusters
  Score: Raw -5129677.241994 + Penalty 5170.012183 = -5124507.229811
  nChanged 1304
		SP:Iteration 3Q (8875.580000 sec): 3 clusters
  Score: Raw -5130044.182178 + Penalty 5170.012183 = -5124874.169995
  nChanged 1160
		SP:Iteration 4Q (8875.700000 sec): 3 clusters
  Score: Raw -5130358.976288 + Penalty 5170.012183 = -5125188.964105
  nChanged 1066
		SP:Iteration 5Q (8875.820000 sec): 3 clusters
  Score: Raw -5130648.850410 + Penalty 5170.012183 = -5125478.838227
  nChanged 1030
		SP:Iteration 6Q (8875.950000 sec): 3 clusters
  Score: Raw -5130967.735801 + Penalty 5170.012183 = -5125797.723618
  nChanged 1112
		SP:Iteration 7Q (8876.070000 sec): 3 clusters
  Score: Raw -5131339.289494 + Penalty 5170.012183 = -5126169.277311
  nChanged 1146
		SP:Iteration 8Q (8876.200000 sec): 3 clusters
  Score: Raw -5131766.535948 + Penalty 5170.012183 = -5126596.523765
  nChanged 1343
		SP:Iteration 9Q (8876.320000 sec): 3 clusters
  Score: Raw -5132421.940924 + Penalty 5170.012183 = -5127251.928741
  nChanged 1652
		SP:Iteration 10Q (8876.450000 sec): 3 clusters
  Score: Raw -5133422.438850 + Penalty 5170.012183 = -5128252.426667
  nChanged 1877
		SP:Iteration 11F (8876.570000 sec): 3 clusters
  Score: Raw -5134703.782640 + Penalty 5170.012183 = -5129533.770457
  nChanged 1940
		SP:Iteration 12F (8876.690000 sec): 3 clusters
  Score: Raw -5136041.670573 + Penalty 5170.012183 = -5130871.658390
  nChanged 1630
		SP:Iteration 13Q (8876.820000 sec): 3 clusters
  Score: Raw -5136969.080946 + Penalty 5170.012183 = -5131799.068763
  nChanged 1172
		SP:Iteration 14Q (8876.940000 sec): 3 clusters
  Score: Raw -5137432.601054 + Penalty 5170.012183 = -5132262.588871
  nChanged 767
		SP:Iteration 15Q (8877.060000 sec): 3 clusters
  Score: Raw -5137668.773014 + Penalty 5170.012183 = -5132498.760831
  nChanged 538
		SP:Iteration 16Q (8877.170000 sec): 3 clusters
  Score: Raw -5137826.543423 + Penalty 5170.012183 = -5132656.531240
  nChanged 449
		SP:Iteration 17Q (8877.290000 sec): 3 clusters
  Score: Raw -5137953.193276 + Penalty 5170.012183 = -5132783.181093
  nChanged 436
		SP:Iteration 18Q (8877.410000 sec): 3 clusters
  Score: Raw -5138068.048232 + Penalty 5170.012183 = -5132898.036049
  nChanged 412
		SP:Iteration 19Q (8877.530000 sec): 3 clusters
  Score: Raw -5138180.404380 + Penalty 5170.012183 = -5133010.392197
  nChanged 406
		SP:Iteration 20F (8877.650000 sec): 3 clusters
  Score: Raw -5138287.435765 + Penalty 5170.012183 = -5133117.423582
  nChanged 420
		SP:Iteration 21Q (8877.770000 sec): 3 clusters
  Score: Raw -5138394.385593 + Penalty 5170.012183 = -5133224.373410
  nChanged 395
		SP:Iteration 22Q (8877.880000 sec): 3 clusters
  Score: Raw -5138500.297473 + Penalty 5170.012183 = -5133330.285290
  nChanged 402
		SP:Iteration 23Q (8878.000000 sec): 3 clusters
  Score: Raw -5138614.071799 + Penalty 5170.012183 = -5133444.059616
  nChanged 423
		SP:Iteration 24Q (8878.120000 sec): 3 clusters
  Score: Raw -5138735.277396 + Penalty 5170.012183 = -5133565.265213
  nChanged 415
		SP:Iteration 25Q (8878.230000 sec): 3 clusters
  Score: Raw -5138856.221309 + Penalty 5170.012183 = -5133686.209126
  nChanged 384
		SP:Iteration 26Q (8878.340000 sec): 3 clusters
  Score: Raw -5138964.249974 + Penalty 5170.012183 = -5133794.237791
  nChanged 386
		SP:Iteration 27Q (8878.460000 sec): 3 clusters
  Score: Raw -5139073.285510 + Penalty 5170.012183 = -5133903.273327
  nChanged 371
		SP:Iteration 28Q (8878.570000 sec): 3 clusters
  Score: Raw -5139182.472867 + Penalty 5170.012183 = -5134012.460684
  nChanged 403
		SP:Iteration 29Q (8878.680000 sec): 3 clusters
  Score: Raw -5139316.880700 + Penalty 5170.012183 = -5134146.868517
  nChanged 421
		SP:Iteration 30Q (8878.780000 sec): 3 clusters
  Score: Raw -5139454.113378 + Penalty 5170.012183 = -5134284.101195
  nChanged 386
		SP:Iteration 31Q (8878.890000 sec): 3 clusters
  Score: Raw -5139578.010307 + Penalty 5170.012183 = -5134407.998124
  nChanged 379
		SP:Iteration 32Q (8879.000000 sec): 3 clusters
  Score: Raw -5139700.018122 + Penalty 5170.012183 = -5134530.005939
  nChanged 386
		SP:Iteration 33Q (8879.100000 sec): 3 clusters
  Score: Raw -5139832.770816 + Penalty 5170.012183 = -5134662.758633
  nChanged 376
		SP:Iteration 34Q (8879.200000 sec): 3 clusters
  Score: Raw -5139969.150011 + Penalty 5170.012183 = -5134799.137828
  nChanged 363
		SP:Iteration 35Q (8879.310000 sec): 3 clusters
  Score: Raw -5140103.615958 + Penalty 5170.012183 = -5134933.603775
  nChanged 370
		SP:Iteration 36Q (8879.410000 sec): 3 clusters
  Score: Raw -5140246.629540 + Penalty 5170.012183 = -5135076.617357
  nChanged 330
		SP:Iteration 37Q (8879.520000 sec): 3 clusters
  Score: Raw -5140360.941890 + Penalty 5170.012183 = -5135190.929707
  nChanged 321
		SP:Iteration 38Q (8879.620000 sec): 3 clusters
  Score: Raw -5140469.842378 + Penalty 5170.012183 = -5135299.830195
  nChanged 286
		SP:Iteration 39Q (8879.720000 sec): 3 clusters
  Score: Raw -5140573.597009 + Penalty 5170.012183 = -5135403.584826
  nChanged 280
		SP:Iteration 40F (8879.830000 sec): 3 clusters
  Score: Raw -5140678.962557 + Penalty 5170.012183 = -5135508.950374
  nChanged 267
		SP:Iteration 41Q (8879.930000 sec): 3 clusters
  Score: Raw -5140783.516021 + Penalty 5170.012183 = -5135613.503838
  nChanged 259
		SP:Iteration 42Q (8880.030000 sec): 3 clusters
  Score: Raw -5140876.069589 + Penalty 5170.012183 = -5135706.057406
  nChanged 217
		SP:Iteration 43Q (8880.130000 sec): 3 clusters
  Score: Raw -5140955.468667 + Penalty 5170.012183 = -5135785.456484
  nChanged 185
		SP:Iteration 44Q (8880.240000 sec): 3 clusters
  Score: Raw -5141020.998691 + Penalty 5170.012183 = -5135850.986508
  nChanged 163
		SP:Iteration 45Q (8880.330000 sec): 3 clusters
  Score: Raw -5141074.705196 + Penalty 5170.012183 = -5135904.693013
  nChanged 136
		SP:Iteration 46Q (8880.430000 sec): 3 clusters
  Score: Raw -5141116.940593 + Penalty 5170.012183 = -5135946.928410
  nChanged 118
		SP:Iteration 47Q (8880.530000 sec): 3 clusters
  Score: Raw -5141151.059152 + Penalty 5170.012183 = -5135981.046969
  nChanged 108
		SP:Iteration 48Q (8880.620000 sec): 3 clusters
  Score: Raw -5141180.137882 + Penalty 5170.012183 = -5136010.125699
  nChanged 100
		SP:Iteration 49Q (8880.720000 sec): 3 clusters
  Score: Raw -5141207.674440 + Penalty 5170.012183 = -5136037.662257
  nChanged 93
		SP:Iteration 50Q (8880.810000 sec): 3 clusters
  Score: Raw -5141235.329635 + Penalty 5170.012183 = -5136065.317452
  nChanged 88
		SP:Iteration 51Q (8880.910000 sec): 3 clusters
  Score: Raw -5141260.754151 + Penalty 5170.012183 = -5136090.741968
  nChanged 81
		SP:Iteration 52Q (8881.000000 sec): 3 clusters
  Score: Raw -5141285.776105 + Penalty 5170.012183 = -5136115.763922
  nChanged 77
		SP:Iteration 53Q (8881.100000 sec): 3 clusters
  Score: Raw -5141308.014611 + Penalty 5170.012183 = -5136138.002428
  nChanged 68
		SP:Iteration 54Q (8881.190000 sec): 3 clusters
  Score: Raw -5141324.767893 + Penalty 5170.012183 = -5136154.755710
  nChanged 58
		SP:Iteration 55Q (8881.280000 sec): 3 clusters
  Score: Raw -5141340.902361 + Penalty 5170.012183 = -5136170.890178
  nChanged 53
		SP:Iteration 56Q (8881.370000 sec): 3 clusters
  Score: Raw -5141353.480719 + Penalty 5170.012183 = -5136183.468536
  nChanged 40
		SP:Iteration 57Q (8881.470000 sec): 3 clusters
  Score: Raw -5141364.351727 + Penalty 5170.012183 = -5136194.339544
  nChanged 45
		SP:Iteration 58Q (8881.560000 sec): 3 clusters
  Score: Raw -5141377.600700 + Penalty 5170.012183 = -5136207.588517
  nChanged 47
		SP:Iteration 59Q (8881.650000 sec): 3 clusters
  Score: Raw -5141390.556477 + Penalty 5170.012183 = -5136220.544294
  nChanged 57
		SP:Iteration 60F (8881.770000 sec): 3 clusters
  Score: Raw -5141407.039714 + Penalty 5170.012183 = -5136237.027531
  nChanged 44
		SP:Iteration 61Q (8881.860000 sec): 3 clusters
  Score: Raw -5141420.793940 + Penalty 5170.012183 = -5136250.781757
  nChanged 37
		SP:Iteration 62Q (8881.950000 sec): 3 clusters
  Score: Raw -5141430.557004 + Penalty 5170.012183 = -5136260.544821
  nChanged 36
		SP:Iteration 63Q (8882.050000 sec): 3 clusters
  Score: Raw -5141439.973956 + Penalty 5170.012183 = -5136269.961773
  nChanged 44
		SP:Iteration 64Q (8882.140000 sec): 3 clusters
  Score: Raw -5141450.461630 + Penalty 5170.012183 = -5136280.449447
  nChanged 35
		SP:Iteration 65Q (8882.230000 sec): 3 clusters
  Score: Raw -5141458.733871 + Penalty 5170.012183 = -5136288.721688
  nChanged 34
		SP:Iteration 66Q (8882.320000 sec): 3 clusters
  Score: Raw -5141466.681040 + Penalty 5170.012183 = -5136296.668857
  nChanged 31
		SP:Iteration 67Q (8882.420000 sec): 3 clusters
  Score: Raw -5141475.501919 + Penalty 5170.012183 = -5136305.489736
  nChanged 29
		SP:Iteration 68Q (8882.510000 sec): 3 clusters
  Score: Raw -5141483.039218 + Penalty 5170.012183 = -5136313.027035
  nChanged 15
		SP:Iteration 69Q (8882.610000 sec): 3 clusters
  Score: Raw -5141486.761944 + Penalty 5170.012183 = -5136316.749760
  nChanged 17
		SP:Iteration 70Q (8882.690000 sec): 3 clusters
  Score: Raw -5141491.115748 + Penalty 5170.012183 = -5136321.103565
  nChanged 15
		SP:Iteration 71Q (8882.790000 sec): 3 clusters
  Score: Raw -5141494.267400 + Penalty 5170.012183 = -5136324.255217
  nChanged 20
		SP:Iteration 72Q (8882.880000 sec): 3 clusters
  Score: Raw -5141498.449530 + Penalty 5170.012183 = -5136328.437347
  nChanged 21
		SP:Iteration 73Q (8882.970000 sec): 3 clusters
  Score: Raw -5141502.067434 + Penalty 5170.012183 = -5136332.055251
  nChanged 13
		SP:Iteration 74Q (8883.070000 sec): 3 clusters
  Score: Raw -5141504.981197 + Penalty 5170.012183 = -5136334.969014
  nChanged 11
		SP:Iteration 75Q (8883.150000 sec): 3 clusters
  Score: Raw -5141506.991378 + Penalty 5170.012183 = -5136336.979195
  nChanged 5
		SP:Iteration 76Q (8883.250000 sec): 3 clusters
  Score: Raw -5141507.649281 + Penalty 5170.012183 = -5136337.637098
  nChanged 5
		SP:Iteration 77Q (8883.340000 sec): 3 clusters
  Score: Raw -5141508.530549 + Penalty 5170.012183 = -5136338.518366
  nChanged 3
		SP:Iteration 78Q (8883.430000 sec): 3 clusters
  Score: Raw -5141509.133590 + Penalty 5170.012183 = -5136339.121407
  nChanged 3
		SP:Iteration 79Q (8883.530000 sec): 3 clusters
  Score: Raw -5141509.604751 + Penalty 5170.012183 = -5136339.592568
  nChanged 2
		SP:Iteration 80F (8883.640000 sec): 3 clusters
  Score: Raw -5141509.946288 + Penalty 5170.012183 = -5136339.934105
  nChanged 3
		SP:Iteration 81Q (8883.730000 sec): 3 clusters
  Score: Raw -5141510.393251 + Penalty 5170.012183 = -5136340.381068
  nChanged 1
		SP:Iteration 82Q (8883.820000 sec): 3 clusters
  Score: Raw -5141510.709690 + Penalty 5170.012183 = -5136340.697507
  nChanged 2
		SP:Iteration 83Q (8883.910000 sec): 3 clusters
  Score: Raw -5141511.006975 + Penalty 5170.012183 = -5136340.994792
  nChanged 2
		SP:Iteration 84Q (8884.010000 sec): 3 clusters
  Score: Raw -5141511.678218 + Penalty 5170.012183 = -5136341.666035
  nChanged 4
		SP:Iteration 85Q (8884.090000 sec): 3 clusters
  Score: Raw -5141512.173531 + Penalty 5170.012183 = -5136342.161348
  nChanged 4
		SP:Iteration 86Q (8884.190000 sec): 3 clusters
  Score: Raw -5141512.654371 + Penalty 5170.012183 = -5136342.642188
  nChanged 0
		SP:Iteration 87F (8884.300000 sec): 3 clusters
  Score: Raw -5141512.654371 + Penalty 5170.012183 = -5136342.642188
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.320000 sec): 2 clusters
  Score: Raw -141751.663836 + Penalty 1732.668482 = -140018.995354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.330000 sec): 3 clusters
  Score: Raw -141503.701203 + Penalty 3465.336964 = -138038.364239
  nChanged 311
		SP:Iteration 1F (8884.330000 sec): 3 clusters
  Score: Raw -141861.901028 + Penalty 3465.336964 = -138396.564064
  nChanged 68
		SP:Iteration 2F (8884.330000 sec): 3 clusters
  Score: Raw -141953.747693 + Penalty 3465.336964 = -138488.410729
  nChanged 41
		SP:Iteration 3Q (8884.340000 sec): 3 clusters
  Score: Raw -142016.761911 + Penalty 3465.336964 = -138551.424947
  nChanged 32
		SP:Iteration 4Q (8884.340000 sec): 3 clusters
  Score: Raw -142058.689031 + Penalty 3465.336964 = -138593.352067
  nChanged 25
		SP:Iteration 5Q (8884.350000 sec): 3 clusters
  Score: Raw -142117.567097 + Penalty 3465.336964 = -138652.230133
  nChanged 27
		SP:Iteration 6Q (8884.350000 sec): 3 clusters
  Score: Raw -142163.836216 + Penalty 3465.336964 = -138698.499252
  nChanged 22
		SP:Iteration 7Q (8884.350000 sec): 3 clusters
  Score: Raw -142199.536890 + Penalty 3465.336964 = -138734.199926
  nChanged 21
		SP:Iteration 8Q (8884.350000 sec): 3 clusters
  Score: Raw -142232.754162 + Penalty 3465.336964 = -138767.417198
  nChanged 23
		SP:Iteration 9Q (8884.360000 sec): 3 clusters
  Score: Raw -142275.524751 + Penalty 3465.336964 = -138810.187787
  nChanged 17
		SP:Iteration 10Q (8884.360000 sec): 3 clusters
  Score: Raw -142300.389613 + Penalty 3465.336964 = -138835.052649
  nChanged 7
		SP:Iteration 11Q (8884.370000 sec): 3 clusters
  Score: Raw -142307.494651 + Penalty 3465.336964 = -138842.157687
  nChanged 5
		SP:Iteration 12Q (8884.370000 sec): 3 clusters
  Score: Raw -142313.384500 + Penalty 3465.336964 = -138848.047536
  nChanged 5
		SP:Iteration 13Q (8884.370000 sec): 3 clusters
  Score: Raw -142321.164571 + Penalty 3465.336964 = -138855.827608
  nChanged 5
		SP:Iteration 14Q (8884.370000 sec): 3 clusters
  Score: Raw -142334.072457 + Penalty 3465.336964 = -138868.735493
  nChanged 7
		SP:Iteration 15Q (8884.380000 sec): 3 clusters
  Score: Raw -142354.092159 + Penalty 3465.336964 = -138888.755195
  nChanged 8
		SP:Iteration 16Q (8884.380000 sec): 3 clusters
  Score: Raw -142368.356303 + Penalty 3465.336964 = -138903.019339
  nChanged 4
		SP:Iteration 17Q (8884.390000 sec): 3 clusters
  Score: Raw -142374.496461 + Penalty 3465.336964 = -138909.159498
  nChanged 6
		SP:Iteration 18Q (8884.390000 sec): 3 clusters
  Score: Raw -142381.078459 + Penalty 3465.336964 = -138915.741495
  nChanged 2
		SP:Iteration 19Q (8884.390000 sec): 3 clusters
  Score: Raw -142382.549225 + Penalty 3465.336964 = -138917.212261
  nChanged 2
		SP:Iteration 20F (8884.400000 sec): 3 clusters
  Score: Raw -142384.791994 + Penalty 3465.336964 = -138919.455030
  nChanged 3
		SP:Iteration 21Q (8884.400000 sec): 3 clusters
  Score: Raw -142387.625431 + Penalty 3465.336964 = -138922.288468
  nChanged 1
		SP:Iteration 22Q (8884.400000 sec): 3 clusters
  Score: Raw -142388.895460 + Penalty 3465.336964 = -138923.558496
  nChanged 1
		SP:Iteration 23Q (8884.410000 sec): 3 clusters
  Score: Raw -142389.493575 + Penalty 3465.336964 = -138924.156611
  nChanged 1
		SP:Iteration 24Q (8884.410000 sec): 3 clusters
  Score: Raw -142390.999096 + Penalty 3465.336964 = -138925.662132
  nChanged 3
		SP:Iteration 25Q (8884.410000 sec): 3 clusters
  Score: Raw -142393.123170 + Penalty 3465.336964 = -138927.786206
  nChanged 1
		SP:Iteration 26Q (8884.420000 sec): 3 clusters
  Score: Raw -142394.597599 + Penalty 3465.336964 = -138929.260635
  nChanged 3
		SP:Iteration 27Q (8884.420000 sec): 3 clusters
  Score: Raw -142403.187684 + Penalty 3465.336964 = -138937.850721
  nChanged 3
		SP:Iteration 28Q (8884.420000 sec): 3 clusters
  Score: Raw -142404.745413 + Penalty 3465.336964 = -138939.408449
  nChanged 1
		SP:Iteration 29Q (8884.430000 sec): 3 clusters
  Score: Raw -142405.554360 + Penalty 3465.336964 = -138940.217396
  nChanged 1
		SP:Iteration 30Q (8884.430000 sec): 3 clusters
  Score: Raw -142406.695245 + Penalty 3465.336964 = -138941.358281
  nChanged 1
		SP:Iteration 31Q (8884.430000 sec): 3 clusters
  Score: Raw -142408.727032 + Penalty 3465.336964 = -138943.390068
  nChanged 2
		SP:Iteration 32Q (8884.440000 sec): 3 clusters
  Score: Raw -142411.688265 + Penalty 3465.336964 = -138946.351301
  nChanged 3
		SP:Iteration 33Q (8884.440000 sec): 3 clusters
  Score: Raw -142416.064264 + Penalty 3465.336964 = -138950.727300
  nChanged 4
		SP:Iteration 34Q (8884.440000 sec): 3 clusters
  Score: Raw -142421.052951 + Penalty 3465.336964 = -138955.715987
  nChanged 3
		SP:Iteration 35Q (8884.450000 sec): 3 clusters
  Score: Raw -142423.884320 + Penalty 3465.336964 = -138958.547356
  nChanged 2
		SP:Iteration 36Q (8884.450000 sec): 3 clusters
  Score: Raw -142424.890984 + Penalty 3465.336964 = -138959.554020
  nChanged 1
		SP:Iteration 37Q (8884.450000 sec): 3 clusters
  Score: Raw -142426.072700 + Penalty 3465.336964 = -138960.735736
  nChanged 1
		SP:Iteration 38Q (8884.450000 sec): 3 clusters
  Score: Raw -142426.646306 + Penalty 3465.336964 = -138961.309342
  nChanged 2
		SP:Iteration 39Q (8884.460000 sec): 3 clusters
  Score: Raw -142427.946387 + Penalty 3465.336964 = -138962.609423
  nChanged 1
		SP:Iteration 40F (8884.460000 sec): 3 clusters
  Score: Raw -142428.126218 + Penalty 3465.336964 = -138962.789254
  nChanged 1
		SP:Iteration 41Q (8884.470000 sec): 3 clusters
  Score: Raw -142429.450216 + Penalty 3465.336964 = -138964.113252
  nChanged 0
		SP:Iteration 42F (8884.470000 sec): 3 clusters
  Score: Raw -142429.450216 + Penalty 3465.336964 = -138964.113252
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.470000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.470000 sec): 3 clusters
  Score: Raw -31540.208994 + Penalty 2705.839273 = -28834.369721
  nChanged 27
		SP:Iteration 1F (8884.470000 sec): 3 clusters
  Score: Raw -31665.470840 + Penalty 2705.839273 = -28959.631567
  nChanged 9
		SP:Iteration 2Q (8884.470000 sec): 3 clusters
  Score: Raw -31721.577326 + Penalty 2705.839273 = -29015.738053
  nChanged 4
		SP:Iteration 3Q (8884.480000 sec): 3 clusters
  Score: Raw -31765.121038 + Penalty 2705.839273 = -29059.281765
  nChanged 5
		SP:Iteration 4Q (8884.480000 sec): 3 clusters
  Score: Raw -31799.268846 + Penalty 2705.839273 = -29093.429572
  nChanged 6
		SP:Iteration 5Q (8884.480000 sec): 3 clusters
  Score: Raw -31841.571213 + Penalty 2705.839273 = -29135.731939
  nChanged 3
		SP:Iteration 6Q (8884.480000 sec): 3 clusters
  Score: Raw -31856.589255 + Penalty 2705.839273 = -29150.749982
  nChanged 0
		SP:Iteration 7F (8884.480000 sec): 3 clusters
  Score: Raw -31856.589255 + Penalty 2705.839273 = -29150.749982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.480000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.490000 sec): 3 clusters
  Score: Raw -77806.112013 + Penalty 3172.049753 = -74634.062260
  nChanged 137
		SP:Iteration 1F (8884.490000 sec): 3 clusters
  Score: Raw -78207.810089 + Penalty 3172.049753 = -75035.760337
  nChanged 49
		SP:Iteration 2F (8884.490000 sec): 3 clusters
  Score: Raw -78362.988096 + Penalty 3172.049753 = -75190.938344
  nChanged 30
		SP:Iteration 3F (8884.490000 sec): 3 clusters
  Score: Raw -78461.224149 + Penalty 3172.049753 = -75289.174397
  nChanged 23
		SP:Iteration 4Q (8884.490000 sec): 3 clusters
  Score: Raw -78542.825409 + Penalty 3172.049753 = -75370.775656
  nChanged 16
		SP:Iteration 5Q (8884.490000 sec): 3 clusters
  Score: Raw -78643.817780 + Penalty 3172.049753 = -75471.768028
  nChanged 16
		SP:Iteration 6Q (8884.500000 sec): 3 clusters
  Score: Raw -78704.199928 + Penalty 3172.049753 = -75532.150176
  nChanged 12
		SP:Iteration 7Q (8884.500000 sec): 3 clusters
  Score: Raw -78740.752481 + Penalty 3172.049753 = -75568.702728
  nChanged 7
		SP:Iteration 8Q (8884.500000 sec): 3 clusters
  Score: Raw -78779.711142 + Penalty 3172.049753 = -75607.661389
  nChanged 4
		SP:Iteration 9Q (8884.500000 sec): 3 clusters
  Score: Raw -78792.231129 + Penalty 3172.049753 = -75620.181376
  nChanged 0
		SP:Iteration 10F (8884.500000 sec): 3 clusters
  Score: Raw -78792.231129 + Penalty 3172.049753 = -75620.181376
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.510000 sec): 2 clusters
  Score: Raw -24575.550785 + Penalty 1363.297720 = -23212.253065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.510000 sec): 3 clusters
  Score: Raw -24796.829903 + Penalty 2726.595440 = -22070.234464
  nChanged 29
		SP:Iteration 1F (8884.510000 sec): 3 clusters
  Score: Raw -25052.257997 + Penalty 2726.595440 = -22325.662557
  nChanged 12
		SP:Iteration 2Q (8884.510000 sec): 3 clusters
  Score: Raw -25254.389549 + Penalty 2726.595440 = -22527.794110
  nChanged 6
		SP:Iteration 3Q (8884.510000 sec): 3 clusters
  Score: Raw -25281.744649 + Penalty 2726.595440 = -22555.149209
  nChanged 6
		SP:Iteration 4Q (8884.510000 sec): 3 clusters
  Score: Raw -25327.146646 + Penalty 2726.595440 = -22600.551206
  nChanged 3
		SP:Iteration 5Q (8884.510000 sec): 3 clusters
  Score: Raw -25351.889583 + Penalty 2726.595440 = -22625.294144
  nChanged 5
		SP:Iteration 6Q (8884.510000 sec): 3 clusters
  Score: Raw -25401.595651 + Penalty 2726.595440 = -22675.000211
  nChanged 0
		SP:Iteration 7F (8884.510000 sec): 3 clusters
  Score: Raw -25401.595651 + Penalty 2726.595440 = -22675.000211
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.510000 sec): 2 clusters
  Score: Raw -33339.247056 + Penalty 1391.149005 = -31948.098051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.520000 sec): 3 clusters
  Score: Raw -33576.708366 + Penalty 2782.298010 = -30794.410355
  nChanged 44
		SP:Iteration 1F (8884.520000 sec): 3 clusters
  Score: Raw -33852.980955 + Penalty 2782.298010 = -31070.682945
  nChanged 11
		SP:Iteration 2Q (8884.520000 sec): 3 clusters
  Score: Raw -33899.365862 + Penalty 2782.298010 = -31117.067851
  nChanged 4
		SP:Iteration 3Q (8884.520000 sec): 3 clusters
  Score: Raw -33922.773349 + Penalty 2782.298010 = -31140.475338
  nChanged 3
		SP:Iteration 4Q (8884.520000 sec): 3 clusters
  Score: Raw -33947.356209 + Penalty 2782.298010 = -31165.058198
  nChanged 6
		SP:Iteration 5Q (8884.520000 sec): 3 clusters
  Score: Raw -33976.037060 + Penalty 2782.298010 = -31193.739049
  nChanged 2
		SP:Iteration 6Q (8884.520000 sec): 3 clusters
  Score: Raw -33984.859424 + Penalty 2782.298010 = -31202.561414
  nChanged 2
		SP:Iteration 7Q (8884.520000 sec): 3 clusters
  Score: Raw -34000.674857 + Penalty 2782.298010 = -31218.376847
  nChanged 2
		SP:Iteration 8Q (8884.520000 sec): 3 clusters
  Score: Raw -34021.593083 + Penalty 2782.298010 = -31239.295073
  nChanged 3
		SP:Iteration 9Q (8884.530000 sec): 3 clusters
  Score: Raw -34046.766030 + Penalty 2782.298010 = -31264.468019
  nChanged 2
		SP:Iteration 10Q (8884.530000 sec): 3 clusters
  Score: Raw -34070.893723 + Penalty 2782.298010 = -31288.595712
  nChanged 1
		SP:Iteration 11Q (8884.530000 sec): 3 clusters
  Score: Raw -34076.248803 + Penalty 2782.298010 = -31293.950792
  nChanged 1
		SP:Iteration 12Q (8884.530000 sec): 3 clusters
  Score: Raw -34083.310578 + Penalty 2782.298010 = -31301.012567
  nChanged 0
		SP:Iteration 13F (8884.530000 sec): 3 clusters
  Score: Raw -34083.310578 + Penalty 2782.298010 = -31301.012567
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (220 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.530000 sec): 2 clusters
  Score: Raw -29705.057368 + Penalty 1337.619631 = -28367.437737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.530000 sec): 3 clusters
  Score: Raw -29914.924859 + Penalty 2675.239263 = -27239.685596
  nChanged 23
		SP:Iteration 1F (8884.530000 sec): 3 clusters
  Score: Raw -30008.323905 + Penalty 2675.239263 = -27333.084642
  nChanged 7
		SP:Iteration 2Q (8884.530000 sec): 3 clusters
  Score: Raw -30040.975868 + Penalty 2675.239263 = -27365.736605
  nChanged 1
		SP:Iteration 3Q (8884.530000 sec): 3 clusters
  Score: Raw -30051.040250 + Penalty 2675.239263 = -27375.800987
  nChanged 2
		SP:Iteration 4Q (8884.530000 sec): 3 clusters
  Score: Raw -30067.859326 + Penalty 2675.239263 = -27392.620063
  nChanged 0
		SP:Iteration 5F (8884.530000 sec): 3 clusters
  Score: Raw -30067.859326 + Penalty 2675.239263 = -27392.620063
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.540000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.540000 sec): 3 clusters
  Score: Raw -55091.375993 + Penalty 2975.472535 = -52115.903458
  nChanged 60
		SP:Iteration 1F (8884.540000 sec): 3 clusters
  Score: Raw -55236.171269 + Penalty 2975.472535 = -52260.698734
  nChanged 24
		SP:Iteration 2F (8884.540000 sec): 3 clusters
  Score: Raw -55310.987915 + Penalty 2975.472535 = -52335.515381
  nChanged 14
		SP:Iteration 3Q (8884.540000 sec): 3 clusters
  Score: Raw -55355.184429 + Penalty 2975.472535 = -52379.711894
  nChanged 7
		SP:Iteration 4Q (8884.550000 sec): 3 clusters
  Score: Raw -55374.608150 + Penalty 2975.472535 = -52399.135615
  nChanged 3
		SP:Iteration 5Q (8884.550000 sec): 3 clusters
  Score: Raw -55384.317005 + Penalty 2975.472535 = -52408.844470
  nChanged 1
		SP:Iteration 6Q (8884.550000 sec): 3 clusters
  Score: Raw -55386.613597 + Penalty 2975.472535 = -52411.141062
  nChanged 0
		SP:Iteration 7F (8884.550000 sec): 3 clusters
  Score: Raw -55386.613597 + Penalty 2975.472535 = -52411.141062
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.550000 sec): 2 clusters
  Score: Raw -17577.559976 + Penalty 1308.972435 = -16268.587541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.550000 sec): 3 clusters
  Score: Raw -18116.419310 + Penalty 2617.944871 = -15498.474439
  nChanged 25
		SP:Iteration 1F (8884.550000 sec): 3 clusters
  Score: Raw -18229.842877 + Penalty 2617.944871 = -15611.898006
  nChanged 11
		SP:Iteration 2F (8884.550000 sec): 3 clusters
  Score: Raw -18306.634345 + Penalty 2617.944871 = -15688.689474
  nChanged 4
		SP:Iteration 3Q (8884.550000 sec): 3 clusters
  Score: Raw -18332.667239 + Penalty 2617.944871 = -15714.722368
  nChanged 3
		SP:Iteration 4Q (8884.550000 sec): 3 clusters
  Score: Raw -18343.337190 + Penalty 2617.944871 = -15725.392319
  nChanged 4
		SP:Iteration 5Q (8884.550000 sec): 3 clusters
  Score: Raw -18354.784423 + Penalty 2617.944871 = -15736.839552
  nChanged 3
		SP:Iteration 6Q (8884.560000 sec): 3 clusters
  Score: Raw -18370.396225 + Penalty 2617.944871 = -15752.451354
  nChanged 5
		SP:Iteration 7Q (8884.560000 sec): 3 clusters
  Score: Raw -18395.376031 + Penalty 2617.944871 = -15777.431160
  nChanged 1
		SP:Iteration 8Q (8884.560000 sec): 3 clusters
  Score: Raw -18401.097506 + Penalty 2617.944871 = -15783.152635
  nChanged 1
		SP:Iteration 9Q (8884.560000 sec): 3 clusters
  Score: Raw -18406.665959 + Penalty 2617.944871 = -15788.721088
  nChanged 1
		SP:Iteration 10Q (8884.560000 sec): 3 clusters
  Score: Raw -18414.075544 + Penalty 2617.944871 = -15796.130673
  nChanged 2
		SP:Iteration 11Q (8884.560000 sec): 3 clusters
  Score: Raw -18455.956512 + Penalty 2617.944871 = -15838.011641
  nChanged 0
		SP:Iteration 12F (8884.560000 sec): 3 clusters
  Score: Raw -18458.530363 + Penalty 2617.944871 = -15840.585492
  nChanged 1
		SP:Iteration 13Q (8884.560000 sec): 3 clusters
  Score: Raw -18464.594863 + Penalty 2617.944871 = -15846.649992
  nChanged 0
		SP:Iteration 14F (8884.560000 sec): 3 clusters
  Score: Raw -18464.594863 + Penalty 2617.944871 = -15846.649992
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.560000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.570000 sec): 3 clusters
  Score: Raw -29585.568490 + Penalty 2686.385799 = -26899.182690
  nChanged 20
		SP:Iteration 1F (8884.570000 sec): 3 clusters
  Score: Raw -29684.607558 + Penalty 2686.385799 = -26998.221759
  nChanged 5
		SP:Iteration 2Q (8884.570000 sec): 3 clusters
  Score: Raw -29703.741175 + Penalty 2686.385799 = -27017.355375
  nChanged 1
		SP:Iteration 3Q (8884.570000 sec): 3 clusters
  Score: Raw -29705.315768 + Penalty 2686.385799 = -27018.929969
  nChanged 0
		SP:Iteration 4F (8884.570000 sec): 3 clusters
  Score: Raw -29705.315768 + Penalty 2686.385799 = -27018.929969
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.570000 sec): 2 clusters
  Score: Raw -46074.767155 + Penalty 1447.033063 = -44627.734092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.570000 sec): 3 clusters
  Score: Raw -46272.695384 + Penalty 2894.066126 = -43378.629259
  nChanged 63
		SP:Iteration 1F (8884.570000 sec): 3 clusters
  Score: Raw -46472.451785 + Penalty 2894.066126 = -43578.385660
  nChanged 18
		SP:Iteration 2F (8884.570000 sec): 3 clusters
  Score: Raw -46517.852207 + Penalty 2894.066126 = -43623.786081
  nChanged 8
		SP:Iteration 3Q (8884.570000 sec): 3 clusters
  Score: Raw -46546.351644 + Penalty 2894.066126 = -43652.285518
  nChanged 4
		SP:Iteration 4Q (8884.580000 sec): 3 clusters
  Score: Raw -46578.044619 + Penalty 2894.066126 = -43683.978493
  nChanged 2
		SP:Iteration 5Q (8884.580000 sec): 3 clusters
  Score: Raw -46585.992032 + Penalty 2894.066126 = -43691.925907
  nChanged 0
		SP:Iteration 6F (8884.580000 sec): 3 clusters
  Score: Raw -46585.992032 + Penalty 2894.066126 = -43691.925907
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.580000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.580000 sec): 3 clusters
  Score: Raw -55254.616734 + Penalty 3005.325105 = -52249.291629
  nChanged 75
		SP:Iteration 1F (8884.590000 sec): 3 clusters
  Score: Raw -55434.704833 + Penalty 3005.325105 = -52429.379728
  nChanged 26
		SP:Iteration 2F (8884.590000 sec): 3 clusters
  Score: Raw -55514.275846 + Penalty 3005.325105 = -52508.950741
  nChanged 17
		SP:Iteration 3Q (8884.590000 sec): 3 clusters
  Score: Raw -55609.800749 + Penalty 3005.325105 = -52604.475644
  nChanged 13
		SP:Iteration 4Q (8884.590000 sec): 3 clusters
  Score: Raw -55694.062391 + Penalty 3005.325105 = -52688.737286
  nChanged 17
		SP:Iteration 5Q (8884.590000 sec): 3 clusters
  Score: Raw -55763.096586 + Penalty 3005.325105 = -52757.771481
  nChanged 14
		SP:Iteration 6Q (8884.590000 sec): 3 clusters
  Score: Raw -55817.084732 + Penalty 3005.325105 = -52811.759627
  nChanged 12
		SP:Iteration 7Q (8884.590000 sec): 3 clusters
  Score: Raw -55875.300665 + Penalty 3005.325105 = -52869.975560
  nChanged 10
		SP:Iteration 8Q (8884.590000 sec): 3 clusters
  Score: Raw -55909.943875 + Penalty 3005.325105 = -52904.618770
  nChanged 4
		SP:Iteration 9Q (8884.600000 sec): 3 clusters
  Score: Raw -55927.960670 + Penalty 3005.325105 = -52922.635565
  nChanged 5
		SP:Iteration 10Q (8884.600000 sec): 3 clusters
  Score: Raw -55946.483255 + Penalty 3005.325105 = -52941.158150
  nChanged 5
		SP:Iteration 11Q (8884.600000 sec): 3 clusters
  Score: Raw -55962.929080 + Penalty 3005.325105 = -52957.603975
  nChanged 3
		SP:Iteration 12Q (8884.600000 sec): 3 clusters
  Score: Raw -55970.818807 + Penalty 3005.325105 = -52965.493702
  nChanged 0
		SP:Iteration 13F (8884.600000 sec): 3 clusters
  Score: Raw -55970.818807 + Penalty 3005.325105 = -52965.493702
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 39 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.600000 sec): 2 clusters
  Score: Raw -22896.629861 + Penalty 1287.853299 = -21608.776562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.610000 sec): 3 clusters
  Score: Raw -23174.922207 + Penalty 2575.706598 = -20599.215609
  nChanged 16
		SP:Iteration 1F (8884.610000 sec): 3 clusters
  Score: Raw -23241.219279 + Penalty 2575.706598 = -20665.512681
  nChanged 3
		SP:Iteration 2Q (8884.610000 sec): 3 clusters
  Score: Raw -23252.115778 + Penalty 2575.706598 = -20676.409180
  nChanged 1
		SP:Iteration 3Q (8884.610000 sec): 3 clusters
  Score: Raw -23256.066069 + Penalty 2575.706598 = -20680.359471
  nChanged 0
		SP:Iteration 4F (8884.610000 sec): 3 clusters
  Score: Raw -23256.066069 + Penalty 2575.706598 = -20680.359471
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.610000 sec): 2 clusters
  Score: Raw -68690.960353 + Penalty 1547.104507 = -67143.855846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.610000 sec): 3 clusters
  Score: Raw -68720.639017 + Penalty 3094.209014 = -65626.430003
  nChanged 90
		SP:Iteration 1F (8884.610000 sec): 3 clusters
  Score: Raw -68880.815630 + Penalty 3094.209014 = -65786.606616
  nChanged 28
		SP:Iteration 2F (8884.610000 sec): 3 clusters
  Score: Raw -68943.511037 + Penalty 3094.209014 = -65849.302023
  nChanged 14
		SP:Iteration 3Q (8884.620000 sec): 3 clusters
  Score: Raw -68976.459607 + Penalty 3094.209014 = -65882.250593
  nChanged 19
		SP:Iteration 4Q (8884.620000 sec): 3 clusters
  Score: Raw -69025.518970 + Penalty 3094.209014 = -65931.309956
  nChanged 10
		SP:Iteration 5Q (8884.620000 sec): 3 clusters
  Score: Raw -69049.527111 + Penalty 3094.209014 = -65955.318097
  nChanged 8
		SP:Iteration 6Q (8884.620000 sec): 3 clusters
  Score: Raw -69067.883847 + Penalty 3094.209014 = -65973.674833
  nChanged 6
		SP:Iteration 7Q (8884.630000 sec): 3 clusters
  Score: Raw -69079.671214 + Penalty 3094.209014 = -65985.462200
  nChanged 4
		SP:Iteration 8Q (8884.630000 sec): 3 clusters
  Score: Raw -69086.567879 + Penalty 3094.209014 = -65992.358865
  nChanged 2
		SP:Iteration 9Q (8884.630000 sec): 3 clusters
  Score: Raw -69091.301592 + Penalty 3094.209014 = -65997.092578
  nChanged 4
		SP:Iteration 10Q (8884.630000 sec): 3 clusters
  Score: Raw -69097.756293 + Penalty 3094.209014 = -66003.547279
  nChanged 3
		SP:Iteration 11Q (8884.630000 sec): 3 clusters
  Score: Raw -69103.740277 + Penalty 3094.209014 = -66009.531263
  nChanged 3
		SP:Iteration 12Q (8884.630000 sec): 3 clusters
  Score: Raw -69113.080245 + Penalty 3094.209014 = -66018.871231
  nChanged 0
		SP:Iteration 13F (8884.630000 sec): 3 clusters
  Score: Raw -69113.080245 + Penalty 3094.209014 = -66018.871231
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.630000 sec): 2 clusters
  Score: Raw -17507.566419 + Penalty 1347.563057 = -16160.003362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.630000 sec): 3 clusters
  Score: Raw -18008.907466 + Penalty 2695.126114 = -15313.781353
  nChanged 57
		SP:Iteration 1F (8884.630000 sec): 3 clusters
  Score: Raw -18473.797594 + Penalty 2695.126114 = -15778.671480
  nChanged 14
		SP:Iteration 2F (8884.630000 sec): 3 clusters
  Score: Raw -18691.398484 + Penalty 2695.126114 = -15996.272371
  nChanged 5
		SP:Iteration 3Q (8884.640000 sec): 3 clusters
  Score: Raw -18738.433629 + Penalty 2695.126114 = -16043.307516
  nChanged 3
		SP:Iteration 4Q (8884.640000 sec): 3 clusters
  Score: Raw -18759.225230 + Penalty 2695.126114 = -16064.099116
  nChanged 2
		SP:Iteration 5Q (8884.640000 sec): 3 clusters
  Score: Raw -18808.069482 + Penalty 2695.126114 = -16112.943369
  nChanged 1
		SP:Iteration 6Q (8884.640000 sec): 3 clusters
  Score: Raw -18813.896704 + Penalty 2695.126114 = -16118.770591
  nChanged 0
		SP:Iteration 7F (8884.640000 sec): 3 clusters
  Score: Raw -18813.896704 + Penalty 2695.126114 = -16118.770591
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 42 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.640000 sec): 2 clusters
  Score: Raw -25518.930557 + Penalty 1352.919637 = -24166.010921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.640000 sec): 3 clusters
  Score: Raw -25716.804080 + Penalty 2705.839273 = -23010.964807
  nChanged 28
		SP:Iteration 1F (8884.640000 sec): 3 clusters
  Score: Raw -25817.792405 + Penalty 2705.839273 = -23111.953132
  nChanged 9
		SP:Iteration 2Q (8884.650000 sec): 3 clusters
  Score: Raw -25852.872079 + Penalty 2705.839273 = -23147.032805
  nChanged 4
		SP:Iteration 3Q (8884.650000 sec): 3 clusters
  Score: Raw -25868.637146 + Penalty 2705.839273 = -23162.797872
  nChanged 2
		SP:Iteration 4Q (8884.650000 sec): 3 clusters
  Score: Raw -25877.635149 + Penalty 2705.839273 = -23171.795876
  nChanged 1
		SP:Iteration 5Q (8884.650000 sec): 3 clusters
  Score: Raw -25879.995558 + Penalty 2705.839273 = -23174.156285
  nChanged 2
		SP:Iteration 6Q (8884.650000 sec): 3 clusters
  Score: Raw -25884.621517 + Penalty 2705.839273 = -23178.782243
  nChanged 0
		SP:Iteration 7F (8884.650000 sec): 3 clusters
  Score: Raw -25884.621517 + Penalty 2705.839273 = -23178.782243
  nChanged 0
------ Evaluating fit on full set of 2436854 points ------
  Score: Raw -352963265.928084 + Penalty 149532.828906 = -352813733.099179
Time taken for this iteration:5363.960000 seconds.
 21->42 Clusters: Score -352813733.099179, best is -352692473.313345
THE BEST YET!

Main iterations: 0 (time per iteration =inf ms)
Total iterations: 19262 (time per iteration =470.042381 ms)

Def. Iteration metric 2:
Iteration_metric2 += (scalar)(nDims*nDims)*(scalar)(nPoints)
Iterations metric 2: 1108911224700.000000 (time per metric unit =8.164726ns)

Def. Iteration metric 3:
Iteration_metric3 += (scalar)(nDims*nDims)*(scalar)(nDims*nPoints)
Iterations metric 3: 33267336741000.000000 (time per metric unit=272.157535ps)

That took 9053.956351 seconds.
warning: commands will be executed using /bin/sh
job 5521 at Sun Apr  5 21:03:00 2015
FileBase	/isis1/Yuta/YutaData/YutaMouse32-150319/YutaMouse32-150319
ElecNo	3
UseFeatures	11111111111111111111111111111100000
DropLastNFeatures	0
UseDistributional	0
MaskStarts	500
MinClusters	20
MaxClusters	21
MaxPossibleClusters	200
nStarts	1
StartCluFile	
SplitEvery	40
SplitFirst	20
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
FullStepEvery	20
MaxIter	10000
RandomSeed	1
Debug	0
SplitInfo	1
Verbose	1
DistDump	0
DistThresh	6.907755
ChangedThresh	0.050000
Log	1
SaveTempCluEveryIter	0
Screen	1
PriorPoint	1
SaveSorted	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
RamLimitGB	-1.000000
AlwaysSplitBimodal	1
PointsForClusterMask	10.000000
MinMaskOverlap	0.000000
help	0
WARNING: You have chosen not to set a RAM limit, this may cause problems.
This run is expected to use between 9.08 and 13.62 GB of RAM.
Memory request: 4.54 GB would take us to total of 4.54 GB.
----------------------------------------------------------
Loaded 2436854 data points of dimension 30.
MEMO: A lower score indicates a better clustering 
 
Starting from 20 clusters...
Memory request: 1.51 GB would take us to total of 6.05 GB.
------ Running on subset of 812284 points ------
	SP: Assigned 20 initial classes randomly.
Deleting Class 11 (3160 points): Lose 1018.863460 but Gain 3374.686117
Iteration 0F (55.100000 sec): 19 clusters
  Score: Raw -109271146.625646 + Penalty 60744.350111 = -109210402.275534
  nChanged 768857
Deleting Class 2 (2397 points): Lose 2383.742902 but Gain 3374.686117
Iteration 1F (74.810000 sec): 18 clusters
  Score: Raw -115741614.441580 + Penalty 57369.663994 = -115684244.777586
  nChanged 264186
Deleting Class 3 (1875 points): Lose 2636.347275 but Gain 3374.686117
Iteration 2F (93.430000 sec): 17 clusters
  Score: Raw -116291989.224267 + Penalty 53994.977877 = -116237994.246390
  nChanged 157607
Deleting Class 6 (1877 points): Lose 2025.282323 but Gain 3374.686117
Iteration 3F (111.080000 sec): 16 clusters
  Score: Raw -116540239.590471 + Penalty 50620.291759 = -116489619.298711
  nChanged 99389
Iteration 4F (127.710000 sec): 16 clusters
  Score: Raw -116735699.566980 + Penalty 50620.291759 = -116685079.275221
  nChanged 77577
Iteration 5F (144.310000 sec): 16 clusters
  Score: Raw -117042771.226616 + Penalty 50620.291759 = -116992150.934856
  nChanged 63532
Iteration 6F (160.830000 sec): 16 clusters
  Score: Raw -117150722.424220 + Penalty 50620.291759 = -117100102.132460
  nChanged 51002
Iteration 7F (177.770000 sec): 16 clusters
  Score: Raw -117226441.635106 + Penalty 50620.291759 = -117175821.343347
  nChanged 43721
Iteration 8F (195.430000 sec): 16 clusters
  Score: Raw -117283179.834626 + Penalty 50620.291759 = -117232559.542866
  nChanged 38110
Iteration 9Q (202.220000 sec): 16 clusters
  Score: Raw -117321844.406074 + Penalty 50620.291759 = -117271224.114315
  nChanged 32122
Iteration 10Q (209.200000 sec): 16 clusters
  Score: Raw -117343703.108770 + Penalty 50620.291759 = -117293082.817011
  nChanged 27469
Iteration 11Q (215.480000 sec): 16 clusters
  Score: Raw -117359686.530270 + Penalty 50620.291759 = -117309066.238511
  nChanged 23637
Iteration 12Q (221.400000 sec): 16 clusters
  Score: Raw -117371966.351875 + Penalty 50620.291759 = -117321346.060116
  nChanged 19881
Iteration 13Q (227.240000 sec): 16 clusters
  Score: Raw -117380760.163007 + Penalty 50620.291759 = -117330139.871247
  nChanged 16325
Iteration 14Q (232.970000 sec): 16 clusters
  Score: Raw -117386205.531779 + Penalty 50620.291759 = -117335585.240020
  nChanged 13005
Iteration 15Q (238.630000 sec): 16 clusters
  Score: Raw -117389477.497215 + Penalty 50620.291759 = -117338857.205456
  nChanged 10649
Iteration 16Q (244.230000 sec): 16 clusters
  Score: Raw -117391553.154612 + Penalty 50620.291759 = -117340932.862852
  nChanged 8842
Iteration 17Q (249.820000 sec): 16 clusters
  Score: Raw -117392954.465397 + Penalty 50620.291759 = -117342334.173637
  nChanged 7442
Iteration 18Q (255.380000 sec): 16 clusters
  Score: Raw -117393979.526973 + Penalty 50620.291759 = -117343359.235213
  nChanged 6430
Iteration 19Q (260.940000 sec): 16 clusters
  Score: Raw -117394767.004331 + Penalty 50620.291759 = -117344146.712572
  nChanged 5615
Writing temp clu file 
Because OldScore, -117343359.235213, is greater than current (better) Score,-117344146.712572 
 Compute initial score before splitting:   Score: Raw -117394767.004331 + Penalty 50620.291759 = -117344146.712572
Memory request: 0.01 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (2341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (261.080000 sec): 2 clusters
  Score: Raw -339015.487845 + Penalty 1924.066700 = -337091.421145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (261.090000 sec): 3 clusters
  Score: Raw -338153.813646 + Penalty 3848.133400 = -334305.680246
  nChanged 777
		SP:Iteration 1F (261.090000 sec): 3 clusters
  Score: Raw -338918.802037 + Penalty 3848.133400 = -335070.668638
  nChanged 230
		SP:Iteration 2F (261.110000 sec): 3 clusters
  Score: Raw -339343.151311 + Penalty 3848.133400 = -335495.017911
  nChanged 192
		SP:Iteration 3F (261.110000 sec): 3 clusters
  Score: Raw -339709.805703 + Penalty 3848.133400 = -335861.672303
  nChanged 167
		SP:Iteration 4F (261.120000 sec): 3 clusters
  Score: Raw -340107.716501 + Penalty 3848.133400 = -336259.583101
  nChanged 163
		SP:Iteration 5F (261.130000 sec): 3 clusters
  Score: Raw -340541.137327 + Penalty 3848.133400 = -336693.003927
  nChanged 152
		SP:Iteration 6F (261.150000 sec): 3 clusters
  Score: Raw -340906.040628 + Penalty 3848.133400 = -337057.907228
  nChanged 116
		SP:Iteration 7Q (261.160000 sec): 3 clusters
  Score: Raw -341233.785403 + Penalty 3848.133400 = -337385.652003
  nChanged 75
		SP:Iteration 8Q (261.160000 sec): 3 clusters
  Score: Raw -341430.115429 + Penalty 3848.133400 = -337581.982029
  nChanged 56
		SP:Iteration 9Q (261.170000 sec): 3 clusters
  Score: Raw -341541.970691 + Penalty 3848.133400 = -337693.837291
  nChanged 47
		SP:Iteration 10Q (261.180000 sec): 3 clusters
  Score: Raw -341642.567784 + Penalty 3848.133400 = -337794.434384
  nChanged 59
		SP:Iteration 11Q (261.180000 sec): 3 clusters
  Score: Raw -341842.666046 + Penalty 3848.133400 = -337994.532647
  nChanged 62
		SP:Iteration 12Q (261.190000 sec): 3 clusters
  Score: Raw -342078.229840 + Penalty 3848.133400 = -338230.096440
  nChanged 36
		SP:Iteration 13Q (261.200000 sec): 3 clusters
  Score: Raw -342186.164277 + Penalty 3848.133400 = -338338.030878
  nChanged 27
		SP:Iteration 14Q (261.210000 sec): 3 clusters
  Score: Raw -342256.749863 + Penalty 3848.133400 = -338408.616463
  nChanged 18
		SP:Iteration 15Q (261.210000 sec): 3 clusters
  Score: Raw -342295.663226 + Penalty 3848.133400 = -338447.529826
  nChanged 12
		SP:Iteration 16Q (261.220000 sec): 3 clusters
  Score: Raw -342309.621294 + Penalty 3848.133400 = -338461.487894
  nChanged 3
		SP:Iteration 17Q (261.230000 sec): 3 clusters
  Score: Raw -342311.225041 + Penalty 3848.133400 = -338463.091641
  nChanged 1
		SP:Iteration 18Q (261.240000 sec): 3 clusters
  Score: Raw -342311.403491 + Penalty 3848.133400 = -338463.270091
  nChanged 0
		SP:Iteration 19F (261.240000 sec): 3 clusters
  Score: Raw -342311.403491 + Penalty 3848.133400 = -338463.270091
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 2.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (1873 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (261.260000 sec): 2 clusters
  Score: Raw -275274.500777 + Penalty 1868.753582 = -273405.747195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (261.260000 sec): 3 clusters
  Score: Raw -274618.458286 + Penalty 3737.507164 = -270880.951121
  nChanged 586
		SP:Iteration 1F (261.270000 sec): 3 clusters
  Score: Raw -275048.661034 + Penalty 3737.507164 = -271311.153869
  nChanged 130
		SP:Iteration 2F (261.280000 sec): 3 clusters
  Score: Raw -275182.694701 + Penalty 3737.507164 = -271445.187537
  nChanged 78
		SP:Iteration 3Q (261.280000 sec): 3 clusters
  Score: Raw -275255.410561 + Penalty 3737.507164 = -271517.903397
  nChanged 64
		SP:Iteration 4Q (261.290000 sec): 3 clusters
  Score: Raw -275306.863160 + Penalty 3737.507164 = -271569.355995
  nChanged 38
		SP:Iteration 5Q (261.300000 sec): 3 clusters
  Score: Raw -275337.317416 + Penalty 3737.507164 = -271599.810251
  nChanged 28
		SP:Iteration 6Q (261.310000 sec): 3 clusters
  Score: Raw -275364.194272 + Penalty 3737.507164 = -271626.687108
  nChanged 27
		SP:Iteration 7Q (261.320000 sec): 3 clusters
  Score: Raw -275388.121949 + Penalty 3737.507164 = -271650.614784
  nChanged 27
		SP:Iteration 8Q (261.320000 sec): 3 clusters
  Score: Raw -275412.668300 + Penalty 3737.507164 = -271675.161135
  nChanged 23
		SP:Iteration 9Q (261.330000 sec): 3 clusters
  Score: Raw -275430.586934 + Penalty 3737.507164 = -271693.079770
  nChanged 21
		SP:Iteration 10Q (261.340000 sec): 3 clusters
  Score: Raw -275449.709489 + Penalty 3737.507164 = -271712.202325
  nChanged 20
		SP:Iteration 11Q (261.340000 sec): 3 clusters
  Score: Raw -275465.576054 + Penalty 3737.507164 = -271728.068890
  nChanged 17
		SP:Iteration 12Q (261.350000 sec): 3 clusters
  Score: Raw -275477.840358 + Penalty 3737.507164 = -271740.333194
  nChanged 13
		SP:Iteration 13Q (261.360000 sec): 3 clusters
  Score: Raw -275488.883664 + Penalty 3737.507164 = -271751.376500
  nChanged 10
		SP:Iteration 14Q (261.360000 sec): 3 clusters
  Score: Raw -275501.936207 + Penalty 3737.507164 = -271764.429043
  nChanged 13
		SP:Iteration 15Q (261.370000 sec): 3 clusters
  Score: Raw -275513.492196 + Penalty 3737.507164 = -271775.985032
  nChanged 14
		SP:Iteration 16Q (261.380000 sec): 3 clusters
  Score: Raw -275528.081753 + Penalty 3737.507164 = -271790.574588
  nChanged 20
		SP:Iteration 17Q (261.390000 sec): 3 clusters
  Score: Raw -275543.630995 + Penalty 3737.507164 = -271806.123831
  nChanged 20
		SP:Iteration 18Q (261.400000 sec): 3 clusters
  Score: Raw -275558.213630 + Penalty 3737.507164 = -271820.706466
  nChanged 16
		SP:Iteration 19Q (261.400000 sec): 3 clusters
  Score: Raw -275572.179189 + Penalty 3737.507164 = -271834.672025
  nChanged 11
		SP:Iteration 20F (261.410000 sec): 3 clusters
  Score: Raw -275582.200039 + Penalty 3737.507164 = -271844.692875
  nChanged 11
		SP:Iteration 21Q (261.420000 sec): 3 clusters
  Score: Raw -275589.949826 + Penalty 3737.507164 = -271852.442662
  nChanged 13
		SP:Iteration 22Q (261.420000 sec): 3 clusters
  Score: Raw -275603.593703 + Penalty 3737.507164 = -271866.086538
  nChanged 16
		SP:Iteration 23Q (261.430000 sec): 3 clusters
  Score: Raw -275614.437590 + Penalty 3737.507164 = -271876.930425
  nChanged 10
		SP:Iteration 24Q (261.440000 sec): 3 clusters
  Score: Raw -275622.052220 + Penalty 3737.507164 = -271884.545056
  nChanged 10
		SP:Iteration 25Q (261.440000 sec): 3 clusters
  Score: Raw -275628.605132 + Penalty 3737.507164 = -271891.097968
  nChanged 10
		SP:Iteration 26Q (261.450000 sec): 3 clusters
  Score: Raw -275637.138407 + Penalty 3737.507164 = -271899.631243
  nChanged 7
		SP:Iteration 27Q (261.460000 sec): 3 clusters
  Score: Raw -275642.501594 + Penalty 3737.507164 = -271904.994430
  nChanged 10
		SP:Iteration 28Q (261.470000 sec): 3 clusters
  Score: Raw -275650.682399 + Penalty 3737.507164 = -271913.175235
  nChanged 13
		SP:Iteration 29Q (261.480000 sec): 3 clusters
  Score: Raw -275659.723501 + Penalty 3737.507164 = -271922.216336
  nChanged 8
		SP:Iteration 30Q (261.480000 sec): 3 clusters
  Score: Raw -275666.155082 + Penalty 3737.507164 = -271928.647918
  nChanged 7
		SP:Iteration 31Q (261.490000 sec): 3 clusters
  Score: Raw -275672.748380 + Penalty 3737.507164 = -271935.241216
  nChanged 7
		SP:Iteration 32Q (261.500000 sec): 3 clusters
  Score: Raw -275677.050858 + Penalty 3737.507164 = -271939.543694
  nChanged 2
		SP:Iteration 33Q (261.500000 sec): 3 clusters
  Score: Raw -275678.603235 + Penalty 3737.507164 = -271941.096071
  nChanged 3
		SP:Iteration 34Q (261.510000 sec): 3 clusters
  Score: Raw -275680.250023 + Penalty 3737.507164 = -271942.742858
  nChanged 3
		SP:Iteration 35Q (261.520000 sec): 3 clusters
  Score: Raw -275681.774740 + Penalty 3737.507164 = -271944.267576
  nChanged 3
		SP:Iteration 36Q (261.520000 sec): 3 clusters
  Score: Raw -275682.958548 + Penalty 3737.507164 = -271945.451383
  nChanged 2
		SP:Iteration 37Q (261.530000 sec): 3 clusters
  Score: Raw -275683.988648 + Penalty 3737.507164 = -271946.481483
  nChanged 2
		SP:Iteration 38Q (261.540000 sec): 3 clusters
  Score: Raw -275684.813622 + Penalty 3737.507164 = -271947.306458
  nChanged 0
		SP:Iteration 39F (261.550000 sec): 3 clusters
  Score: Raw -275684.813622 + Penalty 3737.507164 = -271947.306458
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (1175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (261.550000 sec): 2 clusters
  Score: Raw -147026.159700 + Penalty 1753.117810 = -145273.041891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (261.560000 sec): 3 clusters
  Score: Raw -146999.272264 + Penalty 3506.235620 = -143493.036644
  nChanged 397
		SP:Iteration 1F (261.560000 sec): 3 clusters
  Score: Raw -148139.650763 + Penalty 3506.235620 = -144633.415143
  nChanged 175
		SP:Iteration 2F (261.570000 sec): 3 clusters
  Score: Raw -149094.846835 + Penalty 3506.235620 = -145588.611215
  nChanged 109
		SP:Iteration 3F (261.570000 sec): 3 clusters
  Score: Raw -149649.074474 + Penalty 3506.235620 = -146142.838855
  nChanged 55
		SP:Iteration 4Q (261.570000 sec): 3 clusters
  Score: Raw -149954.704709 + Penalty 3506.235620 = -146448.469089
  nChanged 32
		SP:Iteration 5Q (261.580000 sec): 3 clusters
  Score: Raw -150063.219607 + Penalty 3506.235620 = -146556.983988
  nChanged 20
		SP:Iteration 6Q (261.580000 sec): 3 clusters
  Score: Raw -150218.499862 + Penalty 3506.235620 = -146712.264243
  nChanged 9
		SP:Iteration 7Q (261.580000 sec): 3 clusters
  Score: Raw -150280.246367 + Penalty 3506.235620 = -146774.010748
  nChanged 9
		SP:Iteration 8Q (261.590000 sec): 3 clusters
  Score: Raw -150291.257718 + Penalty 3506.235620 = -146785.022099
  nChanged 6
		SP:Iteration 9Q (261.590000 sec): 3 clusters
  Score: Raw -150298.997228 + Penalty 3506.235620 = -146792.761608
  nChanged 6
		SP:Iteration 10Q (261.600000 sec): 3 clusters
  Score: Raw -150309.819104 + Penalty 3506.235620 = -146803.583484
  nChanged 4
		SP:Iteration 11Q (261.600000 sec): 3 clusters
  Score: Raw -150314.993081 + Penalty 3506.235620 = -146808.757461
  nChanged 1
		SP:Iteration 12Q (261.600000 sec): 3 clusters
  Score: Raw -150316.550840 + Penalty 3506.235620 = -146810.315221
  nChanged 1
		SP:Iteration 13Q (261.600000 sec): 3 clusters
  Score: Raw -150317.490984 + Penalty 3506.235620 = -146811.255364
  nChanged 0
		SP:Iteration 14F (261.610000 sec): 3 clusters
  Score: Raw -150317.490984 + Penalty 3506.235620 = -146811.255364
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 3.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (27417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (261.740000 sec): 2 clusters
  Score: Raw -3845299.844555 + Penalty 2534.291797 = -3842765.552758
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (261.850000 sec): 3 clusters
  Score: Raw -3828920.562216 + Penalty 5068.583595 = -3823851.978621
  nChanged 12366
		SP:Iteration 1F (261.970000 sec): 3 clusters
  Score: Raw -3836492.584360 + Penalty 5068.583595 = -3831424.000765
  nChanged 2340
		SP:Iteration 2F (262.070000 sec): 3 clusters
  Score: Raw -3839699.795361 + Penalty 5068.583595 = -3834631.211767
  nChanged 3268
		SP:Iteration 3F (262.180000 sec): 3 clusters
  Score: Raw -3844963.203423 + Penalty 5068.583595 = -3839894.619828
  nChanged 3281
		SP:Iteration 4F (262.290000 sec): 3 clusters
  Score: Raw -3849438.264692 + Penalty 5068.583595 = -3844369.681097
  nChanged 2300
		SP:Iteration 5F (262.400000 sec): 3 clusters
  Score: Raw -3851617.132803 + Penalty 5068.583595 = -3846548.549208
  nChanged 1437
		SP:Iteration 6F (262.500000 sec): 3 clusters
  Score: Raw -3852813.330307 + Penalty 5068.583595 = -3847744.746712
  nChanged 1036
		SP:Iteration 7Q (262.610000 sec): 3 clusters
  Score: Raw -3853641.835507 + Penalty 5068.583595 = -3848573.251913
  nChanged 838
		SP:Iteration 8Q (262.700000 sec): 3 clusters
  Score: Raw -3854259.691183 + Penalty 5068.583595 = -3849191.107588
  nChanged 742
		SP:Iteration 9Q (262.800000 sec): 3 clusters
  Score: Raw -3854803.070644 + Penalty 5068.583595 = -3849734.487049
  nChanged 695
		SP:Iteration 10Q (262.900000 sec): 3 clusters
  Score: Raw -3855305.123194 + Penalty 5068.583595 = -3850236.539599
  nChanged 585
		SP:Iteration 11Q (262.990000 sec): 3 clusters
  Score: Raw -3855669.839340 + Penalty 5068.583595 = -3850601.255745
  nChanged 488
		SP:Iteration 12Q (263.090000 sec): 3 clusters
  Score: Raw -3855896.638323 + Penalty 5068.583595 = -3850828.054729
  nChanged 353
		SP:Iteration 13Q (263.180000 sec): 3 clusters
  Score: Raw -3856019.663145 + Penalty 5068.583595 = -3850951.079550
  nChanged 239
		SP:Iteration 14Q (263.270000 sec): 3 clusters
  Score: Raw -3856081.063700 + Penalty 5068.583595 = -3851012.480105
  nChanged 192
		SP:Iteration 15Q (263.370000 sec): 3 clusters
  Score: Raw -3856122.921033 + Penalty 5068.583595 = -3851054.337439
  nChanged 141
		SP:Iteration 16Q (263.460000 sec): 3 clusters
  Score: Raw -3856150.142102 + Penalty 5068.583595 = -3851081.558507
  nChanged 103
		SP:Iteration 17Q (263.550000 sec): 3 clusters
  Score: Raw -3856166.948326 + Penalty 5068.583595 = -3851098.364731
  nChanged 82
		SP:Iteration 18Q (263.640000 sec): 3 clusters
  Score: Raw -3856178.803865 + Penalty 5068.583595 = -3851110.220270
  nChanged 64
		SP:Iteration 19Q (263.730000 sec): 3 clusters
  Score: Raw -3856188.755617 + Penalty 5068.583595 = -3851120.172022
  nChanged 65
		SP:Iteration 20F (263.840000 sec): 3 clusters
  Score: Raw -3856199.365928 + Penalty 5068.583595 = -3851130.782333
  nChanged 55
		SP:Iteration 21Q (263.930000 sec): 3 clusters
  Score: Raw -3856206.858044 + Penalty 5068.583595 = -3851138.274449
  nChanged 38
		SP:Iteration 22Q (264.020000 sec): 3 clusters
  Score: Raw -3856212.967063 + Penalty 5068.583595 = -3851144.383468
  nChanged 33
		SP:Iteration 23Q (264.110000 sec): 3 clusters
  Score: Raw -3856216.949466 + Penalty 5068.583595 = -3851148.365871
  nChanged 23
		SP:Iteration 24Q (264.200000 sec): 3 clusters
  Score: Raw -3856219.151384 + Penalty 5068.583595 = -3851150.567789
  nChanged 17
		SP:Iteration 25Q (264.290000 sec): 3 clusters
  Score: Raw -3856220.971571 + Penalty 5068.583595 = -3851152.387976
  nChanged 20
		SP:Iteration 26Q (264.390000 sec): 3 clusters
  Score: Raw -3856222.723868 + Penalty 5068.583595 = -3851154.140273
  nChanged 21
		SP:Iteration 27Q (264.480000 sec): 3 clusters
  Score: Raw -3856225.946794 + Penalty 5068.583595 = -3851157.363199
  nChanged 23
		SP:Iteration 28Q (264.570000 sec): 3 clusters
  Score: Raw -3856229.113197 + Penalty 5068.583595 = -3851160.529603
  nChanged 18
		SP:Iteration 29Q (264.660000 sec): 3 clusters
  Score: Raw -3856230.797596 + Penalty 5068.583595 = -3851162.214001
  nChanged 13
		SP:Iteration 30Q (264.750000 sec): 3 clusters
  Score: Raw -3856231.721755 + Penalty 5068.583595 = -3851163.138160
  nChanged 5
		SP:Iteration 31Q (264.850000 sec): 3 clusters
  Score: Raw -3856232.152851 + Penalty 5068.583595 = -3851163.569256
  nChanged 11
		SP:Iteration 32Q (264.940000 sec): 3 clusters
  Score: Raw -3856233.243793 + Penalty 5068.583595 = -3851164.660198
  nChanged 10
		SP:Iteration 33Q (265.030000 sec): 3 clusters
  Score: Raw -3856234.242750 + Penalty 5068.583595 = -3851165.659155
  nChanged 12
		SP:Iteration 34Q (265.120000 sec): 3 clusters
  Score: Raw -3856235.352724 + Penalty 5068.583595 = -3851166.769129
  nChanged 11
		SP:Iteration 35Q (265.210000 sec): 3 clusters
  Score: Raw -3856236.432338 + Penalty 5068.583595 = -3851167.848743
  nChanged 13
		SP:Iteration 36Q (265.310000 sec): 3 clusters
  Score: Raw -3856238.082268 + Penalty 5068.583595 = -3851169.498673
  nChanged 12
		SP:Iteration 37Q (265.400000 sec): 3 clusters
  Score: Raw -3856239.114469 + Penalty 5068.583595 = -3851170.530874
  nChanged 7
		SP:Iteration 38Q (265.490000 sec): 3 clusters
  Score: Raw -3856239.846815 + Penalty 5068.583595 = -3851171.263220
  nChanged 10
		SP:Iteration 39Q (265.590000 sec): 3 clusters
  Score: Raw -3856240.599127 + Penalty 5068.583595 = -3851172.015532
  nChanged 6
		SP:Iteration 40F (265.690000 sec): 3 clusters
  Score: Raw -3856241.221658 + Penalty 5068.583595 = -3851172.638064
  nChanged 10
		SP:Iteration 41Q (265.780000 sec): 3 clusters
  Score: Raw -3856242.095583 + Penalty 5068.583595 = -3851173.511988
  nChanged 8
		SP:Iteration 42Q (265.870000 sec): 3 clusters
  Score: Raw -3856242.612555 + Penalty 5068.583595 = -3851174.028960
  nChanged 6
		SP:Iteration 43Q (265.970000 sec): 3 clusters
  Score: Raw -3856242.965031 + Penalty 5068.583595 = -3851174.381436
  nChanged 1
		SP:Iteration 44Q (266.060000 sec): 3 clusters
  Score: Raw -3856243.045234 + Penalty 5068.583595 = -3851174.461639
  nChanged 1
		SP:Iteration 45Q (266.150000 sec): 3 clusters
  Score: Raw -3856243.096727 + Penalty 5068.583595 = -3851174.513133
  nChanged 1
		SP:Iteration 46Q (266.230000 sec): 3 clusters
  Score: Raw -3856243.155495 + Penalty 5068.583595 = -3851174.571900
  nChanged 0
		SP:Iteration 47F (266.330000 sec): 3 clusters
  Score: Raw -3856243.155495 + Penalty 5068.583595 = -3851174.571900
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 6.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (57693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (266.660000 sec): 2 clusters
  Score: Raw -8726390.859667 + Penalty 2718.797000 = -8723672.062668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (266.880000 sec): 3 clusters
  Score: Raw -8690262.095045 + Penalty 5437.593999 = -8684824.501045
  nChanged 26859
		SP:Iteration 1F (267.090000 sec): 3 clusters
  Score: Raw -8705388.432632 + Penalty 5437.593999 = -8699950.838632
  nChanged 2299
		SP:Iteration 2Q (267.320000 sec): 3 clusters
  Score: Raw -8706087.093495 + Penalty 5437.593999 = -8700649.499496
  nChanged 2231
		SP:Iteration 3Q (267.540000 sec): 3 clusters
  Score: Raw -8706859.245373 + Penalty 5437.593999 = -8701421.651373
  nChanged 2303
		SP:Iteration 4Q (267.760000 sec): 3 clusters
  Score: Raw -8707784.469718 + Penalty 5437.593999 = -8702346.875718
  nChanged 2409
		SP:Iteration 5Q (267.980000 sec): 3 clusters
  Score: Raw -8708892.660917 + Penalty 5437.593999 = -8703455.066918
  nChanged 2579
		SP:Iteration 6Q (268.200000 sec): 3 clusters
  Score: Raw -8710169.173229 + Penalty 5437.593999 = -8704731.579230
  nChanged 2706
		SP:Iteration 7Q (268.420000 sec): 3 clusters
  Score: Raw -8711672.314359 + Penalty 5437.593999 = -8706234.720359
  nChanged 2820
		SP:Iteration 8Q (268.640000 sec): 3 clusters
  Score: Raw -8713360.431500 + Penalty 5437.593999 = -8707922.837501
  nChanged 2768
		SP:Iteration 9Q (268.860000 sec): 3 clusters
  Score: Raw -8715114.794609 + Penalty 5437.593999 = -8709677.200610
  nChanged 2704
		SP:Iteration 10Q (269.070000 sec): 3 clusters
  Score: Raw -8716915.261572 + Penalty 5437.593999 = -8711477.667572
  nChanged 2517
		SP:Iteration 11Q (269.280000 sec): 3 clusters
  Score: Raw -8718582.164297 + Penalty 5437.593999 = -8713144.570298
  nChanged 2098
		SP:Iteration 12Q (269.480000 sec): 3 clusters
  Score: Raw -8719842.865523 + Penalty 5437.593999 = -8714405.271524
  nChanged 1775
		SP:Iteration 13Q (269.680000 sec): 3 clusters
  Score: Raw -8720903.698808 + Penalty 5437.593999 = -8715466.104809
  nChanged 1564
		SP:Iteration 14Q (269.870000 sec): 3 clusters
  Score: Raw -8721805.715203 + Penalty 5437.593999 = -8716368.121203
  nChanged 1357
		SP:Iteration 15Q (270.050000 sec): 3 clusters
  Score: Raw -8722574.637340 + Penalty 5437.593999 = -8717137.043341
  nChanged 1154
		SP:Iteration 16Q (270.240000 sec): 3 clusters
  Score: Raw -8723220.378215 + Penalty 5437.593999 = -8717782.784216
  nChanged 1029
		SP:Iteration 17Q (270.410000 sec): 3 clusters
  Score: Raw -8723801.929869 + Penalty 5437.593999 = -8718364.335870
  nChanged 940
		SP:Iteration 18Q (270.590000 sec): 3 clusters
  Score: Raw -8724343.486748 + Penalty 5437.593999 = -8718905.892749
  nChanged 832
		SP:Iteration 19Q (270.760000 sec): 3 clusters
  Score: Raw -8724832.068343 + Penalty 5437.593999 = -8719394.474343
  nChanged 703
		SP:Iteration 20F (270.970000 sec): 3 clusters
  Score: Raw -8725239.206617 + Penalty 5437.593999 = -8719801.612617
  nChanged 592
		SP:Iteration 21Q (271.140000 sec): 3 clusters
  Score: Raw -8725591.658889 + Penalty 5437.593999 = -8720154.064890
  nChanged 502
		SP:Iteration 22Q (271.300000 sec): 3 clusters
  Score: Raw -8725888.659816 + Penalty 5437.593999 = -8720451.065817
  nChanged 383
		SP:Iteration 23Q (271.460000 sec): 3 clusters
  Score: Raw -8726116.927447 + Penalty 5437.593999 = -8720679.333448
  nChanged 344
		SP:Iteration 24Q (271.620000 sec): 3 clusters
  Score: Raw -8726323.902024 + Penalty 5437.593999 = -8720886.308024
  nChanged 251
		SP:Iteration 25Q (271.780000 sec): 3 clusters
  Score: Raw -8726473.589682 + Penalty 5437.593999 = -8721035.995683
  nChanged 164
		SP:Iteration 26Q (271.940000 sec): 3 clusters
  Score: Raw -8726568.422022 + Penalty 5437.593999 = -8721130.828023
  nChanged 126
		SP:Iteration 27Q (272.100000 sec): 3 clusters
  Score: Raw -8726639.053666 + Penalty 5437.593999 = -8721201.459666
  nChanged 86
		SP:Iteration 28Q (272.250000 sec): 3 clusters
  Score: Raw -8726682.039010 + Penalty 5437.593999 = -8721244.445011
  nChanged 53
		SP:Iteration 29Q (272.400000 sec): 3 clusters
  Score: Raw -8726705.467080 + Penalty 5437.593999 = -8721267.873080
  nChanged 40
		SP:Iteration 30Q (272.560000 sec): 3 clusters
  Score: Raw -8726725.442312 + Penalty 5437.593999 = -8721287.848312
  nChanged 40
		SP:Iteration 31Q (272.710000 sec): 3 clusters
  Score: Raw -8726744.842952 + Penalty 5437.593999 = -8721307.248952
  nChanged 38
		SP:Iteration 32Q (272.860000 sec): 3 clusters
  Score: Raw -8726763.293886 + Penalty 5437.593999 = -8721325.699887
  nChanged 28
		SP:Iteration 33Q (273.010000 sec): 3 clusters
  Score: Raw -8726777.840756 + Penalty 5437.593999 = -8721340.246757
  nChanged 27
		SP:Iteration 34Q (273.160000 sec): 3 clusters
  Score: Raw -8726792.242446 + Penalty 5437.593999 = -8721354.648446
  nChanged 24
		SP:Iteration 35Q (273.320000 sec): 3 clusters
  Score: Raw -8726808.432375 + Penalty 5437.593999 = -8721370.838375
  nChanged 21
		SP:Iteration 36Q (273.470000 sec): 3 clusters
  Score: Raw -8726819.880323 + Penalty 5437.593999 = -8721382.286324
  nChanged 17
		SP:Iteration 37Q (273.620000 sec): 3 clusters
  Score: Raw -8726831.358797 + Penalty 5437.593999 = -8721393.764798
  nChanged 24
		SP:Iteration 38Q (273.780000 sec): 3 clusters
  Score: Raw -8726847.061364 + Penalty 5437.593999 = -8721409.467365
  nChanged 17
		SP:Iteration 39Q (273.930000 sec): 3 clusters
  Score: Raw -8726855.316072 + Penalty 5437.593999 = -8721417.722073
  nChanged 14
		SP:Iteration 40F (274.140000 sec): 3 clusters
  Score: Raw -8726864.204261 + Penalty 5437.593999 = -8721426.610262
  nChanged 16
		SP:Iteration 41Q (274.300000 sec): 3 clusters
  Score: Raw -8726873.704437 + Penalty 5437.593999 = -8721436.110437
  nChanged 14
		SP:Iteration 42Q (274.450000 sec): 3 clusters
  Score: Raw -8726880.504103 + Penalty 5437.593999 = -8721442.910103
  nChanged 9
		SP:Iteration 43Q (274.600000 sec): 3 clusters
  Score: Raw -8726885.297574 + Penalty 5437.593999 = -8721447.703574
  nChanged 9
		SP:Iteration 44Q (274.750000 sec): 3 clusters
  Score: Raw -8726889.154929 + Penalty 5437.593999 = -8721451.560929
  nChanged 5
		SP:Iteration 45Q (274.900000 sec): 3 clusters
  Score: Raw -8726891.016796 + Penalty 5437.593999 = -8721453.422797
  nChanged 2
		SP:Iteration 46Q (275.050000 sec): 3 clusters
  Score: Raw -8726892.299562 + Penalty 5437.593999 = -8721454.705563
  nChanged 2
		SP:Iteration 47Q (275.200000 sec): 3 clusters
  Score: Raw -8726893.130306 + Penalty 5437.593999 = -8721455.536306
  nChanged 3
		SP:Iteration 48Q (275.360000 sec): 3 clusters
  Score: Raw -8726893.970731 + Penalty 5437.593999 = -8721456.376732
  nChanged 0
		SP:Iteration 49F (275.570000 sec): 3 clusters
  Score: Raw -8726893.970731 + Penalty 5437.593999 = -8721456.376732
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (2000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (275.610000 sec): 2 clusters
  Score: Raw -227012.487826 + Penalty 1885.023810 = -225127.464016
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (275.620000 sec): 3 clusters
  Score: Raw -226891.733496 + Penalty 3770.047620 = -223121.685876
  nChanged 757
		SP:Iteration 1F (275.620000 sec): 3 clusters
  Score: Raw -230930.336701 + Penalty 3770.047620 = -227160.289081
  nChanged 380
		SP:Iteration 2F (275.630000 sec): 3 clusters
  Score: Raw -233673.861067 + Penalty 3770.047620 = -229903.813447
  nChanged 215
		SP:Iteration 3F (275.640000 sec): 3 clusters
  Score: Raw -235542.999359 + Penalty 3770.047620 = -231772.951739
  nChanged 68
		SP:Iteration 4Q (275.640000 sec): 3 clusters
  Score: Raw -236098.522500 + Penalty 3770.047620 = -232328.474880
  nChanged 27
		SP:Iteration 5Q (275.650000 sec): 3 clusters
  Score: Raw -236232.483146 + Penalty 3770.047620 = -232462.435526
  nChanged 20
		SP:Iteration 6Q (275.650000 sec): 3 clusters
  Score: Raw -236374.709041 + Penalty 3770.047620 = -232604.661421
  nChanged 21
		SP:Iteration 7Q (275.660000 sec): 3 clusters
  Score: Raw -236459.018833 + Penalty 3770.047620 = -232688.971213
  nChanged 16
		SP:Iteration 8Q (275.660000 sec): 3 clusters
  Score: Raw -236490.031962 + Penalty 3770.047620 = -232719.984342
  nChanged 13
		SP:Iteration 9Q (275.670000 sec): 3 clusters
  Score: Raw -236518.001937 + Penalty 3770.047620 = -232747.954317
  nChanged 13
		SP:Iteration 10Q (275.680000 sec): 3 clusters
  Score: Raw -236543.422457 + Penalty 3770.047620 = -232773.374837
  nChanged 5
		SP:Iteration 11Q (275.680000 sec): 3 clusters
  Score: Raw -236548.951854 + Penalty 3770.047620 = -232778.904234
  nChanged 6
		SP:Iteration 12Q (275.680000 sec): 3 clusters
  Score: Raw -236554.225326 + Penalty 3770.047620 = -232784.177706
  nChanged 5
		SP:Iteration 13Q (275.690000 sec): 3 clusters
  Score: Raw -236557.519428 + Penalty 3770.047620 = -232787.471809
  nChanged 4
		SP:Iteration 14Q (275.700000 sec): 3 clusters
  Score: Raw -236560.909400 + Penalty 3770.047620 = -232790.861780
  nChanged 4
		SP:Iteration 15Q (275.700000 sec): 3 clusters
  Score: Raw -236564.892387 + Penalty 3770.047620 = -232794.844767
  nChanged 3
		SP:Iteration 16Q (275.710000 sec): 3 clusters
  Score: Raw -236566.883158 + Penalty 3770.047620 = -232796.835539
  nChanged 2
		SP:Iteration 17Q (275.710000 sec): 3 clusters
  Score: Raw -236568.311229 + Penalty 3770.047620 = -232798.263609
  nChanged 4
		SP:Iteration 18Q (275.720000 sec): 3 clusters
  Score: Raw -236570.464408 + Penalty 3770.047620 = -232800.416788
  nChanged 2
		SP:Iteration 19Q (275.720000 sec): 3 clusters
  Score: Raw -236572.203064 + Penalty 3770.047620 = -232802.155444
  nChanged 3
		SP:Iteration 20F (275.730000 sec): 3 clusters
  Score: Raw -236595.687975 + Penalty 3770.047620 = -232825.640355
  nChanged 7
		SP:Iteration 21Q (275.740000 sec): 3 clusters
  Score: Raw -236630.728653 + Penalty 3770.047620 = -232860.681033
  nChanged 3
		SP:Iteration 22Q (275.740000 sec): 3 clusters
  Score: Raw -236632.957690 + Penalty 3770.047620 = -232862.910071
  nChanged 2
		SP:Iteration 23Q (275.750000 sec): 3 clusters
  Score: Raw -236634.594560 + Penalty 3770.047620 = -232864.546940
  nChanged 2
		SP:Iteration 24Q (275.750000 sec): 3 clusters
  Score: Raw -236635.634374 + Penalty 3770.047620 = -232865.586754
  nChanged 2
		SP:Iteration 25Q (275.760000 sec): 3 clusters
  Score: Raw -236636.962539 + Penalty 3770.047620 = -232866.914919
  nChanged 3
		SP:Iteration 26Q (275.760000 sec): 3 clusters
  Score: Raw -236639.211665 + Penalty 3770.047620 = -232869.164045
  nChanged 1
		SP:Iteration 27Q (275.770000 sec): 3 clusters
  Score: Raw -236639.699630 + Penalty 3770.047620 = -232869.652010
  nChanged 0
		SP:Iteration 28F (275.780000 sec): 3 clusters
  Score: Raw -236639.699630 + Penalty 3770.047620 = -232869.652010
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 11.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (184344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (276.600000 sec): 2 clusters
  Score: Raw -27315899.172737 + Penalty 3006.890596 = -27312892.282141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (277.300000 sec): 3 clusters
  Score: Raw -27195186.273755 + Penalty 6013.781193 = -27189172.492562
  nChanged 88478
		SP:Iteration 1F (277.990000 sec): 3 clusters
  Score: Raw -27247178.927779 + Penalty 6013.781193 = -27241165.146586
  nChanged 6499
		SP:Iteration 2Q (278.690000 sec): 3 clusters
  Score: Raw -27249048.552343 + Penalty 6013.781193 = -27243034.771151
  nChanged 7849
		SP:Iteration 3Q (279.400000 sec): 3 clusters
  Score: Raw -27252144.584432 + Penalty 6013.781193 = -27246130.803239
  nChanged 10064
		SP:Iteration 4F (280.090000 sec): 3 clusters
  Score: Raw -27257436.632666 + Penalty 6013.781193 = -27251422.851473
  nChanged 12867
		SP:Iteration 5F (280.780000 sec): 3 clusters
  Score: Raw -27265942.739440 + Penalty 6013.781193 = -27259928.958247
  nChanged 14577
		SP:Iteration 6F (281.470000 sec): 3 clusters
  Score: Raw -27277176.301532 + Penalty 6013.781193 = -27271162.520339
  nChanged 13699
		SP:Iteration 7F (282.160000 sec): 3 clusters
  Score: Raw -27288388.519240 + Penalty 6013.781193 = -27282374.738048
  nChanged 10689
		SP:Iteration 8F (282.850000 sec): 3 clusters
  Score: Raw -27297677.446368 + Penalty 6013.781193 = -27291663.665176
  nChanged 7192
		SP:Iteration 9Q (283.530000 sec): 3 clusters
  Score: Raw -27304107.116809 + Penalty 6013.781193 = -27298093.335617
  nChanged 4691
		SP:Iteration 10Q (284.170000 sec): 3 clusters
  Score: Raw -27307609.990957 + Penalty 6013.781193 = -27301596.209764
  nChanged 3162
		SP:Iteration 11Q (284.780000 sec): 3 clusters
  Score: Raw -27309617.857352 + Penalty 6013.781193 = -27303604.076160
  nChanged 2435
		SP:Iteration 12Q (285.360000 sec): 3 clusters
  Score: Raw -27310947.917020 + Penalty 6013.781193 = -27304934.135827
  nChanged 2084
		SP:Iteration 13Q (285.930000 sec): 3 clusters
  Score: Raw -27311953.630550 + Penalty 6013.781193 = -27305939.849357
  nChanged 1793
		SP:Iteration 14Q (286.500000 sec): 3 clusters
  Score: Raw -27312777.636709 + Penalty 6013.781193 = -27306763.855517
  nChanged 1587
		SP:Iteration 15Q (287.050000 sec): 3 clusters
  Score: Raw -27313471.001035 + Penalty 6013.781193 = -27307457.219842
  nChanged 1376
		SP:Iteration 16Q (287.610000 sec): 3 clusters
  Score: Raw -27314011.593741 + Penalty 6013.781193 = -27307997.812548
  nChanged 1157
		SP:Iteration 17Q (288.150000 sec): 3 clusters
  Score: Raw -27314429.792279 + Penalty 6013.781193 = -27308416.011087
  nChanged 1036
		SP:Iteration 18Q (288.690000 sec): 3 clusters
  Score: Raw -27314767.089942 + Penalty 6013.781193 = -27308753.308750
  nChanged 920
		SP:Iteration 19Q (289.230000 sec): 3 clusters
  Score: Raw -27315038.051181 + Penalty 6013.781193 = -27309024.269989
  nChanged 830
		SP:Iteration 20F (289.910000 sec): 3 clusters
  Score: Raw -27315268.797716 + Penalty 6013.781193 = -27309255.016523
  nChanged 764
		SP:Iteration 21Q (290.440000 sec): 3 clusters
  Score: Raw -27315476.310493 + Penalty 6013.781193 = -27309462.529300
  nChanged 669
		SP:Iteration 22Q (290.970000 sec): 3 clusters
  Score: Raw -27315637.955668 + Penalty 6013.781193 = -27309624.174475
  nChanged 551
		SP:Iteration 23Q (291.490000 sec): 3 clusters
  Score: Raw -27315751.828173 + Penalty 6013.781193 = -27309738.046980
  nChanged 480
		SP:Iteration 24Q (292.010000 sec): 3 clusters
  Score: Raw -27315841.524160 + Penalty 6013.781193 = -27309827.742967
  nChanged 417
		SP:Iteration 25Q (292.530000 sec): 3 clusters
  Score: Raw -27315917.737456 + Penalty 6013.781193 = -27309903.956263
  nChanged 420
		SP:Iteration 26Q (293.040000 sec): 3 clusters
  Score: Raw -27315994.440194 + Penalty 6013.781193 = -27309980.659001
  nChanged 364
		SP:Iteration 27Q (293.560000 sec): 3 clusters
  Score: Raw -27316058.140860 + Penalty 6013.781193 = -27310044.359667
  nChanged 360
		SP:Iteration 28Q (294.080000 sec): 3 clusters
  Score: Raw -27316118.703324 + Penalty 6013.781193 = -27310104.922132
  nChanged 320
		SP:Iteration 29Q (294.590000 sec): 3 clusters
  Score: Raw -27316168.217321 + Penalty 6013.781193 = -27310154.436129
  nChanged 279
		SP:Iteration 30Q (295.110000 sec): 3 clusters
  Score: Raw -27316210.081213 + Penalty 6013.781193 = -27310196.300021
  nChanged 283
		SP:Iteration 31Q (295.710000 sec): 3 clusters
  Score: Raw -27316255.613976 + Penalty 6013.781193 = -27310241.832783
  nChanged 281
		SP:Iteration 32Q (296.290000 sec): 3 clusters
  Score: Raw -27316301.862560 + Penalty 6013.781193 = -27310288.081367
  nChanged 290
		SP:Iteration 33Q (296.850000 sec): 3 clusters
  Score: Raw -27316351.381272 + Penalty 6013.781193 = -27310337.600079
  nChanged 264
		SP:Iteration 34Q (297.380000 sec): 3 clusters
  Score: Raw -27316394.878595 + Penalty 6013.781193 = -27310381.097403
  nChanged 236
		SP:Iteration 35Q (297.910000 sec): 3 clusters
  Score: Raw -27316427.744022 + Penalty 6013.781193 = -27310413.962829
  nChanged 205
		SP:Iteration 36Q (298.450000 sec): 3 clusters
  Score: Raw -27316455.223473 + Penalty 6013.781193 = -27310441.442280
  nChanged 193
		SP:Iteration 37Q (298.980000 sec): 3 clusters
  Score: Raw -27316482.898046 + Penalty 6013.781193 = -27310469.116854
  nChanged 198
		SP:Iteration 38Q (299.510000 sec): 3 clusters
  Score: Raw -27316511.475362 + Penalty 6013.781193 = -27310497.694169
  nChanged 186
		SP:Iteration 39Q (300.030000 sec): 3 clusters
  Score: Raw -27316541.231465 + Penalty 6013.781193 = -27310527.450272
  nChanged 189
		SP:Iteration 40F (300.730000 sec): 3 clusters
  Score: Raw -27316570.128953 + Penalty 6013.781193 = -27310556.347760
  nChanged 151
		SP:Iteration 41Q (301.250000 sec): 3 clusters
  Score: Raw -27316590.953282 + Penalty 6013.781193 = -27310577.172089
  nChanged 138
		SP:Iteration 42Q (301.790000 sec): 3 clusters
  Score: Raw -27316608.602782 + Penalty 6013.781193 = -27310594.821589
  nChanged 113
		SP:Iteration 43Q (302.310000 sec): 3 clusters
  Score: Raw -27316622.586883 + Penalty 6013.781193 = -27310608.805690
  nChanged 112
		SP:Iteration 44Q (302.840000 sec): 3 clusters
  Score: Raw -27316635.662312 + Penalty 6013.781193 = -27310621.881119
  nChanged 98
		SP:Iteration 45Q (303.360000 sec): 3 clusters
  Score: Raw -27316645.565172 + Penalty 6013.781193 = -27310631.783979
  nChanged 86
		SP:Iteration 46Q (303.890000 sec): 3 clusters
  Score: Raw -27316654.989541 + Penalty 6013.781193 = -27310641.208348
  nChanged 75
		SP:Iteration 47Q (304.410000 sec): 3 clusters
  Score: Raw -27316663.312861 + Penalty 6013.781193 = -27310649.531668
  nChanged 68
		SP:Iteration 48Q (304.940000 sec): 3 clusters
  Score: Raw -27316670.365014 + Penalty 6013.781193 = -27310656.583821
  nChanged 70
		SP:Iteration 49Q (305.460000 sec): 3 clusters
  Score: Raw -27316677.590460 + Penalty 6013.781193 = -27310663.809267
  nChanged 63
		SP:Iteration 50Q (305.990000 sec): 3 clusters
  Score: Raw -27316682.421749 + Penalty 6013.781193 = -27310668.640557
  nChanged 48
		SP:Iteration 51Q (306.520000 sec): 3 clusters
  Score: Raw -27316685.913073 + Penalty 6013.781193 = -27310672.131880
  nChanged 48
		SP:Iteration 52Q (307.050000 sec): 3 clusters
  Score: Raw -27316689.005145 + Penalty 6013.781193 = -27310675.223952
  nChanged 42
		SP:Iteration 53Q (307.570000 sec): 3 clusters
  Score: Raw -27316691.598672 + Penalty 6013.781193 = -27310677.817480
  nChanged 29
		SP:Iteration 54Q (308.090000 sec): 3 clusters
  Score: Raw -27316693.341737 + Penalty 6013.781193 = -27310679.560544
  nChanged 29
		SP:Iteration 55Q (308.620000 sec): 3 clusters
  Score: Raw -27316695.012883 + Penalty 6013.781193 = -27310681.231690
  nChanged 16
		SP:Iteration 56Q (309.140000 sec): 3 clusters
  Score: Raw -27316695.970031 + Penalty 6013.781193 = -27310682.188839
  nChanged 20
		SP:Iteration 57Q (309.660000 sec): 3 clusters
  Score: Raw -27316697.322223 + Penalty 6013.781193 = -27310683.541030
  nChanged 24
		SP:Iteration 58Q (310.190000 sec): 3 clusters
  Score: Raw -27316698.682551 + Penalty 6013.781193 = -27310684.901359
  nChanged 17
		SP:Iteration 59Q (310.710000 sec): 3 clusters
  Score: Raw -27316699.871890 + Penalty 6013.781193 = -27310686.090697
  nChanged 14
		SP:Iteration 60F (311.410000 sec): 3 clusters
  Score: Raw -27316700.553609 + Penalty 6013.781193 = -27310686.772416
  nChanged 16
		SP:Iteration 61Q (311.920000 sec): 3 clusters
  Score: Raw -27316701.264311 + Penalty 6013.781193 = -27310687.483118
  nChanged 12
		SP:Iteration 62Q (312.440000 sec): 3 clusters
  Score: Raw -27316701.864461 + Penalty 6013.781193 = -27310688.083269
  nChanged 13
		SP:Iteration 63Q (312.970000 sec): 3 clusters
  Score: Raw -27316702.508837 + Penalty 6013.781193 = -27310688.727644
  nChanged 14
		SP:Iteration 64Q (313.500000 sec): 3 clusters
  Score: Raw -27316703.253960 + Penalty 6013.781193 = -27310689.472767
  nChanged 13
		SP:Iteration 65Q (314.020000 sec): 3 clusters
  Score: Raw -27316704.140987 + Penalty 6013.781193 = -27310690.359794
  nChanged 16
		SP:Iteration 66Q (314.540000 sec): 3 clusters
  Score: Raw -27316705.057779 + Penalty 6013.781193 = -27310691.276587
  nChanged 11
		SP:Iteration 67Q (315.070000 sec): 3 clusters
  Score: Raw -27316705.661237 + Penalty 6013.781193 = -27310691.880045
  nChanged 15
		SP:Iteration 68Q (315.590000 sec): 3 clusters
  Score: Raw -27316706.704249 + Penalty 6013.781193 = -27310692.923056
  nChanged 16
		SP:Iteration 69Q (316.110000 sec): 3 clusters
  Score: Raw -27316707.747692 + Penalty 6013.781193 = -27310693.966499
  nChanged 13
		SP:Iteration 70Q (316.630000 sec): 3 clusters
  Score: Raw -27316708.398633 + Penalty 6013.781193 = -27310694.617440
  nChanged 14
		SP:Iteration 71Q (317.160000 sec): 3 clusters
  Score: Raw -27316709.162298 + Penalty 6013.781193 = -27310695.381106
  nChanged 14
		SP:Iteration 72Q (317.680000 sec): 3 clusters
  Score: Raw -27316709.928709 + Penalty 6013.781193 = -27310696.147516
  nChanged 13
		SP:Iteration 73Q (318.210000 sec): 3 clusters
  Score: Raw -27316710.891864 + Penalty 6013.781193 = -27310697.110672
  nChanged 16
		SP:Iteration 74Q (318.730000 sec): 3 clusters
  Score: Raw -27316712.130216 + Penalty 6013.781193 = -27310698.349023
  nChanged 19
		SP:Iteration 75Q (319.250000 sec): 3 clusters
  Score: Raw -27316713.291676 + Penalty 6013.781193 = -27310699.510483
  nChanged 26
		SP:Iteration 76Q (319.770000 sec): 3 clusters
  Score: Raw -27316715.015944 + Penalty 6013.781193 = -27310701.234751
  nChanged 21
		SP:Iteration 77Q (320.310000 sec): 3 clusters
  Score: Raw -27316716.431186 + Penalty 6013.781193 = -27310702.649993
  nChanged 25
		SP:Iteration 78Q (320.830000 sec): 3 clusters
  Score: Raw -27316718.215488 + Penalty 6013.781193 = -27310704.434295
  nChanged 18
		SP:Iteration 79Q (321.350000 sec): 3 clusters
  Score: Raw -27316719.883602 + Penalty 6013.781193 = -27310706.102409
  nChanged 27
		SP:Iteration 80F (322.060000 sec): 3 clusters
  Score: Raw -27316722.363688 + Penalty 6013.781193 = -27310708.582495
  nChanged 31
		SP:Iteration 81Q (322.580000 sec): 3 clusters
  Score: Raw -27316724.791879 + Penalty 6013.781193 = -27310711.010686
  nChanged 30
		SP:Iteration 82Q (323.110000 sec): 3 clusters
  Score: Raw -27316726.758644 + Penalty 6013.781193 = -27310712.977451
  nChanged 18
		SP:Iteration 83Q (323.630000 sec): 3 clusters
  Score: Raw -27316727.891501 + Penalty 6013.781193 = -27310714.110308
  nChanged 17
		SP:Iteration 84Q (324.150000 sec): 3 clusters
  Score: Raw -27316728.965671 + Penalty 6013.781193 = -27310715.184478
  nChanged 15
		SP:Iteration 85Q (324.670000 sec): 3 clusters
  Score: Raw -27316729.905523 + Penalty 6013.781193 = -27310716.124331
  nChanged 14
		SP:Iteration 86Q (325.210000 sec): 3 clusters
  Score: Raw -27316730.618587 + Penalty 6013.781193 = -27310716.837394
  nChanged 12
		SP:Iteration 87Q (325.740000 sec): 3 clusters
  Score: Raw -27316731.271616 + Penalty 6013.781193 = -27310717.490423
  nChanged 9
		SP:Iteration 88Q (326.260000 sec): 3 clusters
  Score: Raw -27316731.659878 + Penalty 6013.781193 = -27310717.878685
  nChanged 13
		SP:Iteration 89Q (326.800000 sec): 3 clusters
  Score: Raw -27316732.521563 + Penalty 6013.781193 = -27310718.740370
  nChanged 19
		SP:Iteration 90Q (327.320000 sec): 3 clusters
  Score: Raw -27316733.725729 + Penalty 6013.781193 = -27310719.944536
  nChanged 16
		SP:Iteration 91Q (327.850000 sec): 3 clusters
  Score: Raw -27316734.820712 + Penalty 6013.781193 = -27310721.039519
  nChanged 16
		SP:Iteration 92Q (328.370000 sec): 3 clusters
  Score: Raw -27316735.900387 + Penalty 6013.781193 = -27310722.119194
  nChanged 16
		SP:Iteration 93Q (328.890000 sec): 3 clusters
  Score: Raw -27316736.852485 + Penalty 6013.781193 = -27310723.071292
  nChanged 12
		SP:Iteration 94Q (329.410000 sec): 3 clusters
  Score: Raw -27316737.648717 + Penalty 6013.781193 = -27310723.867525
  nChanged 9
		SP:Iteration 95Q (329.940000 sec): 3 clusters
  Score: Raw -27316738.245420 + Penalty 6013.781193 = -27310724.464228
  nChanged 12
		SP:Iteration 96Q (330.490000 sec): 3 clusters
  Score: Raw -27316738.962621 + Penalty 6013.781193 = -27310725.181429
  nChanged 11
		SP:Iteration 97Q (331.050000 sec): 3 clusters
  Score: Raw -27316739.575364 + Penalty 6013.781193 = -27310725.794171
  nChanged 5
		SP:Iteration 98Q (331.610000 sec): 3 clusters
  Score: Raw -27316739.950784 + Penalty 6013.781193 = -27310726.169591
  nChanged 9
		SP:Iteration 99Q (332.170000 sec): 3 clusters
  Score: Raw -27316740.483095 + Penalty 6013.781193 = -27310726.701903
  nChanged 11
		SP:Iteration 100F (332.910000 sec): 3 clusters
  Score: Raw -27316741.247701 + Penalty 6013.781193 = -27310727.466508
  nChanged 6
		SP:Iteration 101Q (333.470000 sec): 3 clusters
  Score: Raw -27316741.480714 + Penalty 6013.781193 = -27310727.699521
  nChanged 4
		SP:Iteration 102Q (334.030000 sec): 3 clusters
  Score: Raw -27316741.680267 + Penalty 6013.781193 = -27310727.899074
  nChanged 5
		SP:Iteration 103Q (334.590000 sec): 3 clusters
  Score: Raw -27316741.897224 + Penalty 6013.781193 = -27310728.116031
  nChanged 2
		SP:Iteration 104Q (335.150000 sec): 3 clusters
  Score: Raw -27316742.007016 + Penalty 6013.781193 = -27310728.225823
  nChanged 4
		SP:Iteration 105Q (335.700000 sec): 3 clusters
  Score: Raw -27316742.279635 + Penalty 6013.781193 = -27310728.498442
  nChanged 7
		SP:Iteration 106Q (336.260000 sec): 3 clusters
  Score: Raw -27316742.683628 + Penalty 6013.781193 = -27310728.902435
  nChanged 2
		SP:Iteration 107Q (336.820000 sec): 3 clusters
  Score: Raw -27316742.797405 + Penalty 6013.781193 = -27310729.016213
  nChanged 3
		SP:Iteration 108Q (337.370000 sec): 3 clusters
  Score: Raw -27316742.950501 + Penalty 6013.781193 = -27310729.169308
  nChanged 4
		SP:Iteration 109Q (337.930000 sec): 3 clusters
  Score: Raw -27316743.130579 + Penalty 6013.781193 = -27310729.349386
  nChanged 1
		SP:Iteration 110Q (338.490000 sec): 3 clusters
  Score: Raw -27316743.166616 + Penalty 6013.781193 = -27310729.385423
  nChanged 1
		SP:Iteration 111Q (339.040000 sec): 3 clusters
  Score: Raw -27316743.208819 + Penalty 6013.781193 = -27310729.427626
  nChanged 2
		SP:Iteration 112Q (339.600000 sec): 3 clusters
  Score: Raw -27316743.363115 + Penalty 6013.781193 = -27310729.581922
  nChanged 4
		SP:Iteration 113Q (340.130000 sec): 3 clusters
  Score: Raw -27316743.553830 + Penalty 6013.781193 = -27310729.772637
  nChanged 2
		SP:Iteration 114Q (340.650000 sec): 3 clusters
  Score: Raw -27316743.659519 + Penalty 6013.781193 = -27310729.878327
  nChanged 3
		SP:Iteration 115Q (341.170000 sec): 3 clusters
  Score: Raw -27316743.898376 + Penalty 6013.781193 = -27310730.117183
  nChanged 7
		SP:Iteration 116Q (341.700000 sec): 3 clusters
  Score: Raw -27316744.441341 + Penalty 6013.781193 = -27310730.660148
  nChanged 6
		SP:Iteration 117Q (342.220000 sec): 3 clusters
  Score: Raw -27316744.967336 + Penalty 6013.781193 = -27310731.186143
  nChanged 14
		SP:Iteration 118Q (342.750000 sec): 3 clusters
  Score: Raw -27316745.927497 + Penalty 6013.781193 = -27310732.146304
  nChanged 9
		SP:Iteration 119Q (343.280000 sec): 3 clusters
  Score: Raw -27316746.596600 + Penalty 6013.781193 = -27310732.815408
  nChanged 13
		SP:Iteration 120F (344.010000 sec): 3 clusters
  Score: Raw -27316747.623442 + Penalty 6013.781193 = -27310733.842249
  nChanged 14
		SP:Iteration 121Q (344.530000 sec): 3 clusters
  Score: Raw -27316748.496629 + Penalty 6013.781193 = -27310734.715436
  nChanged 8
		SP:Iteration 122Q (345.050000 sec): 3 clusters
  Score: Raw -27316748.908899 + Penalty 6013.781193 = -27310735.127706
  nChanged 5
		SP:Iteration 123Q (345.570000 sec): 3 clusters
  Score: Raw -27316749.155764 + Penalty 6013.781193 = -27310735.374571
  nChanged 4
		SP:Iteration 124Q (346.090000 sec): 3 clusters
  Score: Raw -27316749.320213 + Penalty 6013.781193 = -27310735.539020
  nChanged 8
		SP:Iteration 125Q (346.620000 sec): 3 clusters
  Score: Raw -27316749.698625 + Penalty 6013.781193 = -27310735.917432
  nChanged 9
		SP:Iteration 126Q (347.140000 sec): 3 clusters
  Score: Raw -27316750.147078 + Penalty 6013.781193 = -27310736.365885
  nChanged 7
		SP:Iteration 127Q (347.670000 sec): 3 clusters
  Score: Raw -27316750.476325 + Penalty 6013.781193 = -27310736.695132
  nChanged 1
		SP:Iteration 128Q (348.200000 sec): 3 clusters
  Score: Raw -27316750.502724 + Penalty 6013.781193 = -27310736.721531
  nChanged 2
		SP:Iteration 129Q (348.720000 sec): 3 clusters
  Score: Raw -27316750.579385 + Penalty 6013.781193 = -27310736.798192
  nChanged 1
		SP:Iteration 130Q (349.250000 sec): 3 clusters
  Score: Raw -27316750.623228 + Penalty 6013.781193 = -27310736.842036
  nChanged 1
		SP:Iteration 131Q (349.790000 sec): 3 clusters
  Score: Raw -27316750.656801 + Penalty 6013.781193 = -27310736.875608
  nChanged 1
		SP:Iteration 132Q (350.300000 sec): 3 clusters
  Score: Raw -27316750.698878 + Penalty 6013.781193 = -27310736.917685
  nChanged 2
		SP:Iteration 133Q (350.820000 sec): 3 clusters
  Score: Raw -27316750.862655 + Penalty 6013.781193 = -27310737.081463
  nChanged 2
		SP:Iteration 134Q (351.330000 sec): 3 clusters
  Score: Raw -27316750.992397 + Penalty 6013.781193 = -27310737.211205
  nChanged 2
		SP:Iteration 135Q (351.850000 sec): 3 clusters
  Score: Raw -27316751.077292 + Penalty 6013.781193 = -27310737.296099
  nChanged 2
		SP:Iteration 136Q (352.360000 sec): 3 clusters
  Score: Raw -27316751.138690 + Penalty 6013.781193 = -27310737.357497
  nChanged 0
		SP:Iteration 137F (353.070000 sec): 3 clusters
  Score: Raw -27316751.138690 + Penalty 6013.781193 = -27310737.357497
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (25354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (353.230000 sec): 2 clusters
  Score: Raw -3627634.156681 + Penalty 2514.891563 = -3625119.265117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (353.320000 sec): 3 clusters
  Score: Raw -3612582.828668 + Penalty 5029.783127 = -3607553.045541
  nChanged 11309
		SP:Iteration 1F (353.420000 sec): 3 clusters
  Score: Raw -3618814.087089 + Penalty 5029.783127 = -3613784.303962
  nChanged 1277
		SP:Iteration 2F (353.510000 sec): 3 clusters
  Score: Raw -3619285.230688 + Penalty 5029.783127 = -3614255.447561
  nChanged 1185
		SP:Iteration 3Q (353.610000 sec): 3 clusters
  Score: Raw -3619753.086859 + Penalty 5029.783127 = -3614723.303732
  nChanged 1127
		SP:Iteration 4Q (353.710000 sec): 3 clusters
  Score: Raw -3620234.739669 + Penalty 5029.783127 = -3615204.956542
  nChanged 1169
		SP:Iteration 5Q (353.810000 sec): 3 clusters
  Score: Raw -3620800.716719 + Penalty 5029.783127 = -3615770.933593
  nChanged 1240
		SP:Iteration 6Q (353.910000 sec): 3 clusters
  Score: Raw -3621469.740212 + Penalty 5029.783127 = -3616439.957086
  nChanged 1316
		SP:Iteration 7F (354.010000 sec): 3 clusters
  Score: Raw -3622286.873143 + Penalty 5029.783127 = -3617257.090017
  nChanged 1357
		SP:Iteration 8F (354.100000 sec): 3 clusters
  Score: Raw -3623161.360427 + Penalty 5029.783127 = -3618131.577301
  nChanged 1331
		SP:Iteration 9F (354.190000 sec): 3 clusters
  Score: Raw -3624062.438805 + Penalty 5029.783127 = -3619032.655678
  nChanged 1235
		SP:Iteration 10Q (354.290000 sec): 3 clusters
  Score: Raw -3624872.530041 + Penalty 5029.783127 = -3619842.746915
  nChanged 993
		SP:Iteration 11Q (354.390000 sec): 3 clusters
  Score: Raw -3625447.475288 + Penalty 5029.783127 = -3620417.692161
  nChanged 803
		SP:Iteration 12Q (354.480000 sec): 3 clusters
  Score: Raw -3625829.584466 + Penalty 5029.783127 = -3620799.801339
  nChanged 600
		SP:Iteration 13Q (354.570000 sec): 3 clusters
  Score: Raw -3626085.785974 + Penalty 5029.783127 = -3621056.002847
  nChanged 449
		SP:Iteration 14Q (354.670000 sec): 3 clusters
  Score: Raw -3626262.409589 + Penalty 5029.783127 = -3621232.626462
  nChanged 353
		SP:Iteration 15Q (354.760000 sec): 3 clusters
  Score: Raw -3626389.597086 + Penalty 5029.783127 = -3621359.813960
  nChanged 322
		SP:Iteration 16Q (354.850000 sec): 3 clusters
  Score: Raw -3626495.999297 + Penalty 5029.783127 = -3621466.216171
  nChanged 292
		SP:Iteration 17Q (354.940000 sec): 3 clusters
  Score: Raw -3626599.728407 + Penalty 5029.783127 = -3621569.945280
  nChanged 247
		SP:Iteration 18Q (355.030000 sec): 3 clusters
  Score: Raw -3626676.007326 + Penalty 5029.783127 = -3621646.224200
  nChanged 216
		SP:Iteration 19Q (355.120000 sec): 3 clusters
  Score: Raw -3626737.336134 + Penalty 5029.783127 = -3621707.553007
  nChanged 212
		SP:Iteration 20F (355.210000 sec): 3 clusters
  Score: Raw -3626794.703999 + Penalty 5029.783127 = -3621764.920873
  nChanged 188
		SP:Iteration 21Q (355.300000 sec): 3 clusters
  Score: Raw -3626839.527705 + Penalty 5029.783127 = -3621809.744578
  nChanged 179
		SP:Iteration 22Q (355.390000 sec): 3 clusters
  Score: Raw -3626890.978748 + Penalty 5029.783127 = -3621861.195622
  nChanged 184
		SP:Iteration 23Q (355.470000 sec): 3 clusters
  Score: Raw -3626942.779330 + Penalty 5029.783127 = -3621912.996204
  nChanged 175
		SP:Iteration 24Q (355.560000 sec): 3 clusters
  Score: Raw -3626993.211837 + Penalty 5029.783127 = -3621963.428711
  nChanged 180
		SP:Iteration 25Q (355.650000 sec): 3 clusters
  Score: Raw -3627048.325301 + Penalty 5029.783127 = -3622018.542174
  nChanged 181
		SP:Iteration 26Q (355.740000 sec): 3 clusters
  Score: Raw -3627095.840998 + Penalty 5029.783127 = -3622066.057871
  nChanged 157
		SP:Iteration 27Q (355.820000 sec): 3 clusters
  Score: Raw -3627136.239055 + Penalty 5029.783127 = -3622106.455928
  nChanged 150
		SP:Iteration 28Q (355.910000 sec): 3 clusters
  Score: Raw -3627174.210723 + Penalty 5029.783127 = -3622144.427596
  nChanged 143
		SP:Iteration 29Q (355.990000 sec): 3 clusters
  Score: Raw -3627215.921914 + Penalty 5029.783127 = -3622186.138787
  nChanged 143
		SP:Iteration 30Q (356.080000 sec): 3 clusters
  Score: Raw -3627260.163613 + Penalty 5029.783127 = -3622230.380486
  nChanged 127
		SP:Iteration 31Q (356.160000 sec): 3 clusters
  Score: Raw -3627290.751766 + Penalty 5029.783127 = -3622260.968640
  nChanged 112
		SP:Iteration 32Q (356.240000 sec): 3 clusters
  Score: Raw -3627316.176899 + Penalty 5029.783127 = -3622286.393772
  nChanged 117
		SP:Iteration 33Q (356.320000 sec): 3 clusters
  Score: Raw -3627342.416434 + Penalty 5029.783127 = -3622312.633307
  nChanged 100
		SP:Iteration 34Q (356.410000 sec): 3 clusters
  Score: Raw -3627365.168578 + Penalty 5029.783127 = -3622335.385451
  nChanged 103
		SP:Iteration 35Q (356.490000 sec): 3 clusters
  Score: Raw -3627386.455494 + Penalty 5029.783127 = -3622356.672367
  nChanged 85
		SP:Iteration 36Q (356.570000 sec): 3 clusters
  Score: Raw -3627406.882957 + Penalty 5029.783127 = -3622377.099830
  nChanged 83
		SP:Iteration 37Q (356.640000 sec): 3 clusters
  Score: Raw -3627425.517337 + Penalty 5029.783127 = -3622395.734210
  nChanged 79
		SP:Iteration 38Q (356.720000 sec): 3 clusters
  Score: Raw -3627441.249399 + Penalty 5029.783127 = -3622411.466273
  nChanged 72
		SP:Iteration 39Q (356.800000 sec): 3 clusters
  Score: Raw -3627455.423358 + Penalty 5029.783127 = -3622425.640232
  nChanged 77
		SP:Iteration 40F (356.900000 sec): 3 clusters
  Score: Raw -3627472.298073 + Penalty 5029.783127 = -3622442.514946
  nChanged 70
		SP:Iteration 41Q (356.980000 sec): 3 clusters
  Score: Raw -3627485.848377 + Penalty 5029.783127 = -3622456.065251
  nChanged 66
		SP:Iteration 42Q (357.060000 sec): 3 clusters
  Score: Raw -3627498.824174 + Penalty 5029.783127 = -3622469.041048
  nChanged 61
		SP:Iteration 43Q (357.140000 sec): 3 clusters
  Score: Raw -3627511.816305 + Penalty 5029.783127 = -3622482.033178
  nChanged 81
		SP:Iteration 44Q (357.220000 sec): 3 clusters
  Score: Raw -3627529.838150 + Penalty 5029.783127 = -3622500.055023
  nChanged 72
		SP:Iteration 45Q (357.300000 sec): 3 clusters
  Score: Raw -3627548.211706 + Penalty 5029.783127 = -3622518.428580
  nChanged 76
		SP:Iteration 46Q (357.380000 sec): 3 clusters
  Score: Raw -3627566.170734 + Penalty 5029.783127 = -3622536.387607
  nChanged 70
		SP:Iteration 47Q (357.460000 sec): 3 clusters
  Score: Raw -3627582.151923 + Penalty 5029.783127 = -3622552.368796
  nChanged 64
		SP:Iteration 48Q (357.540000 sec): 3 clusters
  Score: Raw -3627597.512469 + Penalty 5029.783127 = -3622567.729342
  nChanged 72
		SP:Iteration 49Q (357.620000 sec): 3 clusters
  Score: Raw -3627614.363507 + Penalty 5029.783127 = -3622584.580381
  nChanged 66
		SP:Iteration 50Q (357.700000 sec): 3 clusters
  Score: Raw -3627627.003182 + Penalty 5029.783127 = -3622597.220055
  nChanged 54
		SP:Iteration 51Q (357.770000 sec): 3 clusters
  Score: Raw -3627636.890157 + Penalty 5029.783127 = -3622607.107030
  nChanged 41
		SP:Iteration 52Q (357.850000 sec): 3 clusters
  Score: Raw -3627644.522834 + Penalty 5029.783127 = -3622614.739708
  nChanged 40
		SP:Iteration 53Q (357.930000 sec): 3 clusters
  Score: Raw -3627650.832627 + Penalty 5029.783127 = -3622621.049501
  nChanged 30
		SP:Iteration 54Q (358.010000 sec): 3 clusters
  Score: Raw -3627655.981476 + Penalty 5029.783127 = -3622626.198350
  nChanged 41
		SP:Iteration 55Q (358.090000 sec): 3 clusters
  Score: Raw -3627664.918433 + Penalty 5029.783127 = -3622635.135306
  nChanged 43
		SP:Iteration 56Q (358.170000 sec): 3 clusters
  Score: Raw -3627675.131227 + Penalty 5029.783127 = -3622645.348101
  nChanged 54
		SP:Iteration 57Q (358.250000 sec): 3 clusters
  Score: Raw -3627686.142809 + Penalty 5029.783127 = -3622656.359682
  nChanged 45
		SP:Iteration 58Q (358.330000 sec): 3 clusters
  Score: Raw -3627695.773128 + Penalty 5029.783127 = -3622665.990002
  nChanged 52
		SP:Iteration 59Q (358.410000 sec): 3 clusters
  Score: Raw -3627706.166674 + Penalty 5029.783127 = -3622676.383547
  nChanged 48
		SP:Iteration 60F (358.500000 sec): 3 clusters
  Score: Raw -3627718.240163 + Penalty 5029.783127 = -3622688.457037
  nChanged 47
		SP:Iteration 61Q (358.580000 sec): 3 clusters
  Score: Raw -3627727.506662 + Penalty 5029.783127 = -3622697.723536
  nChanged 35
		SP:Iteration 62Q (358.660000 sec): 3 clusters
  Score: Raw -3627733.692551 + Penalty 5029.783127 = -3622703.909425
  nChanged 32
		SP:Iteration 63Q (358.730000 sec): 3 clusters
  Score: Raw -3627740.262450 + Penalty 5029.783127 = -3622710.479323
  nChanged 33
		SP:Iteration 64Q (358.810000 sec): 3 clusters
  Score: Raw -3627746.881296 + Penalty 5029.783127 = -3622717.098169
  nChanged 28
		SP:Iteration 65Q (358.890000 sec): 3 clusters
  Score: Raw -3627752.683170 + Penalty 5029.783127 = -3622722.900043
  nChanged 29
		SP:Iteration 66Q (358.960000 sec): 3 clusters
  Score: Raw -3627759.167342 + Penalty 5029.783127 = -3622729.384216
  nChanged 31
		SP:Iteration 67Q (359.040000 sec): 3 clusters
  Score: Raw -3627766.167122 + Penalty 5029.783127 = -3622736.383995
  nChanged 37
		SP:Iteration 68Q (359.120000 sec): 3 clusters
  Score: Raw -3627773.839044 + Penalty 5029.783127 = -3622744.055917
  nChanged 28
		SP:Iteration 69Q (359.200000 sec): 3 clusters
  Score: Raw -3627780.279635 + Penalty 5029.783127 = -3622750.496508
  nChanged 32
		SP:Iteration 70Q (359.280000 sec): 3 clusters
  Score: Raw -3627789.601289 + Penalty 5029.783127 = -3622759.818162
  nChanged 43
		SP:Iteration 71Q (359.350000 sec): 3 clusters
  Score: Raw -3627802.691408 + Penalty 5029.783127 = -3622772.908281
  nChanged 41
		SP:Iteration 72Q (359.430000 sec): 3 clusters
  Score: Raw -3627813.167977 + Penalty 5029.783127 = -3622783.384850
  nChanged 30
		SP:Iteration 73Q (359.500000 sec): 3 clusters
  Score: Raw -3627821.284820 + Penalty 5029.783127 = -3622791.501693
  nChanged 43
		SP:Iteration 74Q (359.580000 sec): 3 clusters
  Score: Raw -3627833.885604 + Penalty 5029.783127 = -3622804.102477
  nChanged 54
		SP:Iteration 75Q (359.660000 sec): 3 clusters
  Score: Raw -3627849.392605 + Penalty 5029.783127 = -3622819.609479
  nChanged 49
		SP:Iteration 76Q (359.730000 sec): 3 clusters
  Score: Raw -3627865.952717 + Penalty 5029.783127 = -3622836.169591
  nChanged 51
		SP:Iteration 77Q (359.810000 sec): 3 clusters
  Score: Raw -3627883.900035 + Penalty 5029.783127 = -3622854.116908
  nChanged 38
		SP:Iteration 78Q (359.890000 sec): 3 clusters
  Score: Raw -3627896.170674 + Penalty 5029.783127 = -3622866.387547
  nChanged 40
		SP:Iteration 79Q (359.960000 sec): 3 clusters
  Score: Raw -3627910.511458 + Penalty 5029.783127 = -3622880.728331
  nChanged 53
		SP:Iteration 80F (360.060000 sec): 3 clusters
  Score: Raw -3627927.954712 + Penalty 5029.783127 = -3622898.171585
  nChanged 58
		SP:Iteration 81Q (360.130000 sec): 3 clusters
  Score: Raw -3627945.876657 + Penalty 5029.783127 = -3622916.093530
  nChanged 47
		SP:Iteration 82Q (360.210000 sec): 3 clusters
  Score: Raw -3627962.007113 + Penalty 5029.783127 = -3622932.223986
  nChanged 47
		SP:Iteration 83Q (360.280000 sec): 3 clusters
  Score: Raw -3627977.018709 + Penalty 5029.783127 = -3622947.235583
  nChanged 55
		SP:Iteration 84Q (360.360000 sec): 3 clusters
  Score: Raw -3627994.162152 + Penalty 5029.783127 = -3622964.379025
  nChanged 48
		SP:Iteration 85Q (360.430000 sec): 3 clusters
  Score: Raw -3628009.750848 + Penalty 5029.783127 = -3622979.967721
  nChanged 42
		SP:Iteration 86Q (360.510000 sec): 3 clusters
  Score: Raw -3628024.411633 + Penalty 5029.783127 = -3622994.628506
  nChanged 42
		SP:Iteration 87Q (360.580000 sec): 3 clusters
  Score: Raw -3628037.508992 + Penalty 5029.783127 = -3623007.725866
  nChanged 37
		SP:Iteration 88Q (360.660000 sec): 3 clusters
  Score: Raw -3628047.500871 + Penalty 5029.783127 = -3623017.717744
  nChanged 33
		SP:Iteration 89Q (360.730000 sec): 3 clusters
  Score: Raw -3628057.898485 + Penalty 5029.783127 = -3623028.115358
  nChanged 34
		SP:Iteration 90Q (360.810000 sec): 3 clusters
  Score: Raw -3628065.289520 + Penalty 5029.783127 = -3623035.506393
  nChanged 24
		SP:Iteration 91Q (360.880000 sec): 3 clusters
  Score: Raw -3628072.861630 + Penalty 5029.783127 = -3623043.078504
  nChanged 32
		SP:Iteration 92Q (360.960000 sec): 3 clusters
  Score: Raw -3628084.976466 + Penalty 5029.783127 = -3623055.193339
  nChanged 28
		SP:Iteration 93Q (361.040000 sec): 3 clusters
  Score: Raw -3628094.718167 + Penalty 5029.783127 = -3623064.935041
  nChanged 33
		SP:Iteration 94Q (361.110000 sec): 3 clusters
  Score: Raw -3628107.166795 + Penalty 5029.783127 = -3623077.383668
  nChanged 35
		SP:Iteration 95Q (361.180000 sec): 3 clusters
  Score: Raw -3628118.710100 + Penalty 5029.783127 = -3623088.926973
  nChanged 27
		SP:Iteration 96Q (361.260000 sec): 3 clusters
  Score: Raw -3628124.601873 + Penalty 5029.783127 = -3623094.818746
  nChanged 15
		SP:Iteration 97Q (361.330000 sec): 3 clusters
  Score: Raw -3628128.718224 + Penalty 5029.783127 = -3623098.935097
  nChanged 21
		SP:Iteration 98Q (361.400000 sec): 3 clusters
  Score: Raw -3628134.098263 + Penalty 5029.783127 = -3623104.315136
  nChanged 16
		SP:Iteration 99Q (361.470000 sec): 3 clusters
  Score: Raw -3628138.665820 + Penalty 5029.783127 = -3623108.882693
  nChanged 14
		SP:Iteration 100F (361.570000 sec): 3 clusters
  Score: Raw -3628142.463651 + Penalty 5029.783127 = -3623112.680524
  nChanged 12
		SP:Iteration 101Q (361.640000 sec): 3 clusters
  Score: Raw -3628145.602897 + Penalty 5029.783127 = -3623115.819770
  nChanged 14
		SP:Iteration 102Q (361.720000 sec): 3 clusters
  Score: Raw -3628148.276333 + Penalty 5029.783127 = -3623118.493206
  nChanged 7
		SP:Iteration 103Q (361.790000 sec): 3 clusters
  Score: Raw -3628150.677426 + Penalty 5029.783127 = -3623120.894300
  nChanged 8
		SP:Iteration 104Q (361.860000 sec): 3 clusters
  Score: Raw -3628153.216130 + Penalty 5029.783127 = -3623123.433003
  nChanged 10
		SP:Iteration 105Q (361.940000 sec): 3 clusters
  Score: Raw -3628156.202194 + Penalty 5029.783127 = -3623126.419068
  nChanged 12
		SP:Iteration 106Q (362.010000 sec): 3 clusters
  Score: Raw -3628160.414395 + Penalty 5029.783127 = -3623130.631268
  nChanged 15
		SP:Iteration 107Q (362.080000 sec): 3 clusters
  Score: Raw -3628164.226355 + Penalty 5029.783127 = -3623134.443229
  nChanged 13
		SP:Iteration 108Q (362.160000 sec): 3 clusters
  Score: Raw -3628166.644396 + Penalty 5029.783127 = -3623136.861269
  nChanged 12
		SP:Iteration 109Q (362.230000 sec): 3 clusters
  Score: Raw -3628169.403277 + Penalty 5029.783127 = -3623139.620151
  nChanged 9
		SP:Iteration 110Q (362.300000 sec): 3 clusters
  Score: Raw -3628171.542432 + Penalty 5029.783127 = -3623141.759306
  nChanged 10
		SP:Iteration 111Q (362.380000 sec): 3 clusters
  Score: Raw -3628173.916901 + Penalty 5029.783127 = -3623144.133775
  nChanged 5
		SP:Iteration 112Q (362.450000 sec): 3 clusters
  Score: Raw -3628174.855559 + Penalty 5029.783127 = -3623145.072433
  nChanged 5
		SP:Iteration 113Q (362.520000 sec): 3 clusters
  Score: Raw -3628175.972380 + Penalty 5029.783127 = -3623146.189253
  nChanged 2
		SP:Iteration 114Q (362.600000 sec): 3 clusters
  Score: Raw -3628176.471872 + Penalty 5029.783127 = -3623146.688746
  nChanged 5
		SP:Iteration 115Q (362.670000 sec): 3 clusters
  Score: Raw -3628177.894126 + Penalty 5029.783127 = -3623148.111000
  nChanged 5
		SP:Iteration 116Q (362.740000 sec): 3 clusters
  Score: Raw -3628178.832577 + Penalty 5029.783127 = -3623149.049451
  nChanged 1
		SP:Iteration 117Q (362.820000 sec): 3 clusters
  Score: Raw -3628179.262505 + Penalty 5029.783127 = -3623149.479379
  nChanged 2
		SP:Iteration 118Q (362.890000 sec): 3 clusters
  Score: Raw -3628179.401937 + Penalty 5029.783127 = -3623149.618810
  nChanged 1
		SP:Iteration 119Q (362.970000 sec): 3 clusters
  Score: Raw -3628179.502021 + Penalty 5029.783127 = -3623149.718895
  nChanged 2
		SP:Iteration 120F (363.060000 sec): 3 clusters
  Score: Raw -3628180.073040 + Penalty 5029.783127 = -3623150.289914
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (1621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (363.090000 sec): 2 clusters
  Score: Raw -191784.227621 + Penalty 1832.918033 = -189951.309587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (363.090000 sec): 3 clusters
  Score: Raw -191926.960541 + Penalty 3665.836067 = -188261.124475
  nChanged 617
		SP:Iteration 1F (363.100000 sec): 3 clusters
  Score: Raw -195669.015387 + Penalty 3665.836067 = -192003.179320
  nChanged 320
		SP:Iteration 2F (363.100000 sec): 3 clusters
  Score: Raw -199279.861354 + Penalty 3665.836067 = -195614.025287
  nChanged 83
		SP:Iteration 3F (363.110000 sec): 3 clusters
  Score: Raw -200067.036671 + Penalty 3665.836067 = -196401.200604
  nChanged 22
		SP:Iteration 4Q (363.120000 sec): 3 clusters
  Score: Raw -200200.291117 + Penalty 3665.836067 = -196534.455050
  nChanged 12
		SP:Iteration 5Q (363.120000 sec): 3 clusters
  Score: Raw -200252.754948 + Penalty 3665.836067 = -196586.918881
  nChanged 8
		SP:Iteration 6Q (363.120000 sec): 3 clusters
  Score: Raw -200291.860500 + Penalty 3665.836067 = -196626.024433
  nChanged 4
		SP:Iteration 7Q (363.130000 sec): 3 clusters
  Score: Raw -200304.882409 + Penalty 3665.836067 = -196639.046342
  nChanged 2
		SP:Iteration 8Q (363.130000 sec): 3 clusters
  Score: Raw -200307.472464 + Penalty 3665.836067 = -196641.636398
  nChanged 0
		SP:Iteration 9F (363.140000 sec): 3 clusters
  Score: Raw -200307.472464 + Penalty 3665.836067 = -196641.636398
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 20.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (18167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (363.210000 sec): 2 clusters
  Score: Raw -2619631.643475 + Penalty 2432.225786 = -2617199.417689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (363.280000 sec): 3 clusters
  Score: Raw -2609294.398187 + Penalty 4864.451572 = -2604429.946615
  nChanged 7889
		SP:Iteration 1F (363.350000 sec): 3 clusters
  Score: Raw -2614010.966034 + Penalty 4864.451572 = -2609146.514462
  nChanged 1358
		SP:Iteration 2F (363.410000 sec): 3 clusters
  Score: Raw -2615874.565278 + Penalty 4864.451572 = -2611010.113706
  nChanged 1972
		SP:Iteration 3F (363.480000 sec): 3 clusters
  Score: Raw -2618512.101021 + Penalty 4864.451572 = -2613647.649449
  nChanged 2254
		SP:Iteration 4F (363.550000 sec): 3 clusters
  Score: Raw -2621031.420063 + Penalty 4864.451572 = -2616166.968491
  nChanged 1708
		SP:Iteration 5F (363.610000 sec): 3 clusters
  Score: Raw -2622562.701956 + Penalty 4864.451572 = -2617698.250384
  nChanged 1020
		SP:Iteration 6F (363.680000 sec): 3 clusters
  Score: Raw -2623258.169434 + Penalty 4864.451572 = -2618393.717862
  nChanged 563
		SP:Iteration 7Q (363.750000 sec): 3 clusters
  Score: Raw -2623585.136862 + Penalty 4864.451572 = -2618720.685290
  nChanged 370
		SP:Iteration 8Q (363.820000 sec): 3 clusters
  Score: Raw -2623773.293048 + Penalty 4864.451572 = -2618908.841476
  nChanged 276
		SP:Iteration 9Q (363.880000 sec): 3 clusters
  Score: Raw -2623895.497115 + Penalty 4864.451572 = -2619031.045543
  nChanged 195
		SP:Iteration 10Q (363.950000 sec): 3 clusters
  Score: Raw -2623968.688161 + Penalty 4864.451572 = -2619104.236589
  nChanged 153
		SP:Iteration 11Q (364.020000 sec): 3 clusters
  Score: Raw -2624023.395129 + Penalty 4864.451572 = -2619158.943557
  nChanged 143
		SP:Iteration 12Q (364.080000 sec): 3 clusters
  Score: Raw -2624071.848207 + Penalty 4864.451572 = -2619207.396635
  nChanged 109
		SP:Iteration 13Q (364.150000 sec): 3 clusters
  Score: Raw -2624105.291162 + Penalty 4864.451572 = -2619240.839590
  nChanged 83
		SP:Iteration 14Q (364.210000 sec): 3 clusters
  Score: Raw -2624128.442337 + Penalty 4864.451572 = -2619263.990765
  nChanged 63
		SP:Iteration 15Q (364.280000 sec): 3 clusters
  Score: Raw -2624142.687536 + Penalty 4864.451572 = -2619278.235964
  nChanged 42
		SP:Iteration 16Q (364.340000 sec): 3 clusters
  Score: Raw -2624151.175632 + Penalty 4864.451572 = -2619286.724060
  nChanged 32
		SP:Iteration 17Q (364.410000 sec): 3 clusters
  Score: Raw -2624157.229541 + Penalty 4864.451572 = -2619292.777969
  nChanged 31
		SP:Iteration 18Q (364.480000 sec): 3 clusters
  Score: Raw -2624163.749056 + Penalty 4864.451572 = -2619299.297484
  nChanged 36
		SP:Iteration 19Q (364.550000 sec): 3 clusters
  Score: Raw -2624172.348921 + Penalty 4864.451572 = -2619307.897349
  nChanged 31
		SP:Iteration 20F (364.620000 sec): 3 clusters
  Score: Raw -2624177.844239 + Penalty 4864.451572 = -2619313.392667
  nChanged 24
		SP:Iteration 21Q (364.700000 sec): 3 clusters
  Score: Raw -2624182.255571 + Penalty 4864.451572 = -2619317.803999
  nChanged 24
		SP:Iteration 22Q (364.770000 sec): 3 clusters
  Score: Raw -2624186.192935 + Penalty 4864.451572 = -2619321.741363
  nChanged 19
		SP:Iteration 23Q (364.840000 sec): 3 clusters
  Score: Raw -2624189.123628 + Penalty 4864.451572 = -2619324.672056
  nChanged 19
		SP:Iteration 24Q (364.910000 sec): 3 clusters
  Score: Raw -2624192.946867 + Penalty 4864.451572 = -2619328.495295
  nChanged 13
		SP:Iteration 25Q (364.980000 sec): 3 clusters
  Score: Raw -2624194.843314 + Penalty 4864.451572 = -2619330.391741
  nChanged 8
		SP:Iteration 26Q (365.060000 sec): 3 clusters
  Score: Raw -2624196.049733 + Penalty 4864.451572 = -2619331.598161
  nChanged 7
		SP:Iteration 27Q (365.130000 sec): 3 clusters
  Score: Raw -2624197.009893 + Penalty 4864.451572 = -2619332.558321
  nChanged 4
		SP:Iteration 28Q (365.200000 sec): 3 clusters
  Score: Raw -2624197.557137 + Penalty 4864.451572 = -2619333.105565
  nChanged 5
		SP:Iteration 29Q (365.280000 sec): 3 clusters
  Score: Raw -2624198.460833 + Penalty 4864.451572 = -2619334.009261
  nChanged 4
		SP:Iteration 30Q (365.350000 sec): 3 clusters
  Score: Raw -2624199.084004 + Penalty 4864.451572 = -2619334.632431
  nChanged 3
		SP:Iteration 31Q (365.420000 sec): 3 clusters
  Score: Raw -2624199.538434 + Penalty 4864.451572 = -2619335.086862
  nChanged 5
		SP:Iteration 32Q (365.490000 sec): 3 clusters
  Score: Raw -2624200.395184 + Penalty 4864.451572 = -2619335.943612
  nChanged 3
		SP:Iteration 33Q (365.570000 sec): 3 clusters
  Score: Raw -2624200.751204 + Penalty 4864.451572 = -2619336.299632
  nChanged 5
		SP:Iteration 34Q (365.640000 sec): 3 clusters
  Score: Raw -2624201.610920 + Penalty 4864.451572 = -2619337.159348
  nChanged 5
		SP:Iteration 35Q (365.710000 sec): 3 clusters
  Score: Raw -2624202.754063 + Penalty 4864.451572 = -2619338.302491
  nChanged 7
		SP:Iteration 36Q (365.780000 sec): 3 clusters
  Score: Raw -2624203.886302 + Penalty 4864.451572 = -2619339.434730
  nChanged 4
		SP:Iteration 37Q (365.860000 sec): 3 clusters
  Score: Raw -2624204.703281 + Penalty 4864.451572 = -2619340.251709
  nChanged 5
		SP:Iteration 38Q (365.930000 sec): 3 clusters
  Score: Raw -2624205.647082 + Penalty 4864.451572 = -2619341.195510
  nChanged 6
		SP:Iteration 39Q (366.010000 sec): 3 clusters
  Score: Raw -2624207.072339 + Penalty 4864.451572 = -2619342.620767
  nChanged 5
		SP:Iteration 40F (366.080000 sec): 3 clusters
  Score: Raw -2624207.806266 + Penalty 4864.451572 = -2619343.354694
  nChanged 1
		SP:Iteration 41Q (366.160000 sec): 3 clusters
  Score: Raw -2624208.005365 + Penalty 4864.451572 = -2619343.553793
  nChanged 1
		SP:Iteration 42Q (366.230000 sec): 3 clusters
  Score: Raw -2624208.084485 + Penalty 4864.451572 = -2619343.632913
  nChanged 0
		SP:Iteration 43F (366.310000 sec): 3 clusters
  Score: Raw -2624208.084485 + Penalty 4864.451572 = -2619343.632913
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 21.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (24474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (366.400000 sec): 2 clusters
  Score: Raw -3421711.709242 + Penalty 2506.130919 = -3419205.578324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (366.510000 sec): 3 clusters
  Score: Raw -3407239.417503 + Penalty 5012.261838 = -3402227.155665
  nChanged 10879
		SP:Iteration 1F (366.610000 sec): 3 clusters
  Score: Raw -3413174.102393 + Penalty 5012.261838 = -3408161.840556
  nChanged 1280
		SP:Iteration 2F (366.710000 sec): 3 clusters
  Score: Raw -3413627.085003 + Penalty 5012.261838 = -3408614.823166
  nChanged 1142
		SP:Iteration 3Q (366.820000 sec): 3 clusters
  Score: Raw -3414034.456309 + Penalty 5012.261838 = -3409022.194471
  nChanged 1056
		SP:Iteration 4Q (366.920000 sec): 3 clusters
  Score: Raw -3414425.111003 + Penalty 5012.261838 = -3409412.849165
  nChanged 1024
		SP:Iteration 5Q (367.020000 sec): 3 clusters
  Score: Raw -3414873.117678 + Penalty 5012.261838 = -3409860.855840
  nChanged 1115
		SP:Iteration 6Q (367.120000 sec): 3 clusters
  Score: Raw -3415414.513148 + Penalty 5012.261838 = -3410402.251310
  nChanged 1204
		SP:Iteration 7Q (367.220000 sec): 3 clusters
  Score: Raw -3416052.791024 + Penalty 5012.261838 = -3411040.529186
  nChanged 1224
		SP:Iteration 8F (367.320000 sec): 3 clusters
  Score: Raw -3416779.872670 + Penalty 5012.261838 = -3411767.610833
  nChanged 1305
		SP:Iteration 9F (367.420000 sec): 3 clusters
  Score: Raw -3417637.852214 + Penalty 5012.261838 = -3412625.590376
  nChanged 1321
		SP:Iteration 10F (367.520000 sec): 3 clusters
  Score: Raw -3418541.912740 + Penalty 5012.261838 = -3413529.650903
  nChanged 1212
		SP:Iteration 11Q (367.620000 sec): 3 clusters
  Score: Raw -3419408.399537 + Penalty 5012.261838 = -3414396.137699
  nChanged 1071
		SP:Iteration 12Q (367.720000 sec): 3 clusters
  Score: Raw -3420195.513754 + Penalty 5012.261838 = -3415183.251916
  nChanged 876
		SP:Iteration 13Q (367.820000 sec): 3 clusters
  Score: Raw -3420862.137080 + Penalty 5012.261838 = -3415849.875242
  nChanged 662
		SP:Iteration 14Q (367.910000 sec): 3 clusters
  Score: Raw -3421373.222452 + Penalty 5012.261838 = -3416360.960614
  nChanged 469
		SP:Iteration 15Q (368.000000 sec): 3 clusters
  Score: Raw -3421727.119191 + Penalty 5012.261838 = -3416714.857353
  nChanged 316
		SP:Iteration 16Q (368.090000 sec): 3 clusters
  Score: Raw -3421962.987232 + Penalty 5012.261838 = -3416950.725394
  nChanged 199
		SP:Iteration 17Q (368.180000 sec): 3 clusters
  Score: Raw -3422097.832380 + Penalty 5012.261838 = -3417085.570542
  nChanged 132
		SP:Iteration 18Q (368.270000 sec): 3 clusters
  Score: Raw -3422191.253718 + Penalty 5012.261838 = -3417178.991880
  nChanged 95
		SP:Iteration 19Q (368.360000 sec): 3 clusters
  Score: Raw -3422260.666415 + Penalty 5012.261838 = -3417248.404577
  nChanged 69
		SP:Iteration 20F (368.460000 sec): 3 clusters
  Score: Raw -3422312.157296 + Penalty 5012.261838 = -3417299.895458
  nChanged 44
		SP:Iteration 21Q (368.540000 sec): 3 clusters
  Score: Raw -3422339.290298 + Penalty 5012.261838 = -3417327.028460
  nChanged 33
		SP:Iteration 22Q (368.620000 sec): 3 clusters
  Score: Raw -3422361.886093 + Penalty 5012.261838 = -3417349.624256
  nChanged 24
		SP:Iteration 23Q (368.700000 sec): 3 clusters
  Score: Raw -3422379.792099 + Penalty 5012.261838 = -3417367.530261
  nChanged 23
		SP:Iteration 24Q (368.780000 sec): 3 clusters
  Score: Raw -3422394.842559 + Penalty 5012.261838 = -3417382.580721
  nChanged 25
		SP:Iteration 25Q (368.860000 sec): 3 clusters
  Score: Raw -3422409.422442 + Penalty 5012.261838 = -3417397.160604
  nChanged 14
		SP:Iteration 26Q (368.940000 sec): 3 clusters
  Score: Raw -3422419.279184 + Penalty 5012.261838 = -3417407.017346
  nChanged 9
		SP:Iteration 27Q (369.020000 sec): 3 clusters
  Score: Raw -3422423.926274 + Penalty 5012.261838 = -3417411.664436
  nChanged 7
		SP:Iteration 28Q (369.100000 sec): 3 clusters
  Score: Raw -3422427.853954 + Penalty 5012.261838 = -3417415.592116
  nChanged 10
		SP:Iteration 29Q (369.180000 sec): 3 clusters
  Score: Raw -3422439.037068 + Penalty 5012.261838 = -3417426.775230
  nChanged 11
		SP:Iteration 30Q (369.250000 sec): 3 clusters
  Score: Raw -3422447.001444 + Penalty 5012.261838 = -3417434.739606
  nChanged 5
		SP:Iteration 31Q (369.330000 sec): 3 clusters
  Score: Raw -3422451.389299 + Penalty 5012.261838 = -3417439.127462
  nChanged 9
		SP:Iteration 32Q (369.410000 sec): 3 clusters
  Score: Raw -3422459.594001 + Penalty 5012.261838 = -3417447.332163
  nChanged 13
		SP:Iteration 33Q (369.480000 sec): 3 clusters
  Score: Raw -3422467.209079 + Penalty 5012.261838 = -3417454.947242
  nChanged 5
		SP:Iteration 34Q (369.560000 sec): 3 clusters
  Score: Raw -3422469.830477 + Penalty 5012.261838 = -3417457.568639
  nChanged 5
		SP:Iteration 35Q (369.640000 sec): 3 clusters
  Score: Raw -3422471.776450 + Penalty 5012.261838 = -3417459.514613
  nChanged 1
		SP:Iteration 36Q (369.710000 sec): 3 clusters
  Score: Raw -3422472.336667 + Penalty 5012.261838 = -3417460.074829
  nChanged 1
		SP:Iteration 37Q (369.790000 sec): 3 clusters
  Score: Raw -3422473.261595 + Penalty 5012.261838 = -3417460.999758
  nChanged 0
		SP:Iteration 38F (369.890000 sec): 3 clusters
  Score: Raw -3422473.261595 + Penalty 5012.261838 = -3417460.999758
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (316847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (371.490000 sec): 2 clusters
  Score: Raw -46563141.773936 + Penalty 3141.211223 = -46560000.562713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (372.790000 sec): 3 clusters
  Score: Raw -46353256.878369 + Penalty 6282.422446 = -46346974.455923
  nChanged 153425
		SP:Iteration 1F (374.100000 sec): 3 clusters
  Score: Raw -46446487.030111 + Penalty 6282.422446 = -46440204.607665
  nChanged 12318
		SP:Iteration 2Q (375.420000 sec): 3 clusters
  Score: Raw -46451157.755389 + Penalty 6282.422446 = -46444875.332942
  nChanged 16327
		SP:Iteration 3F (376.720000 sec): 3 clusters
  Score: Raw -46459694.450001 + Penalty 6282.422446 = -46453412.027555
  nChanged 20787
		SP:Iteration 4F (378.020000 sec): 3 clusters
  Score: Raw -46472579.076650 + Penalty 6282.422446 = -46466296.654204
  nChanged 22850
		SP:Iteration 5F (379.300000 sec): 3 clusters
  Score: Raw -46486863.033496 + Penalty 6282.422446 = -46480580.611050
  nChanged 21462
		SP:Iteration 6F (380.590000 sec): 3 clusters
  Score: Raw -46498985.832065 + Penalty 6282.422446 = -46492703.409619
  nChanged 18021
		SP:Iteration 7F (381.840000 sec): 3 clusters
  Score: Raw -46507879.804925 + Penalty 6282.422446 = -46501597.382479
  nChanged 14421
		SP:Iteration 8Q (383.060000 sec): 3 clusters
  Score: Raw -46514509.668733 + Penalty 6282.422446 = -46508227.246286
  nChanged 11746
		SP:Iteration 9Q (384.300000 sec): 3 clusters
  Score: Raw -46520175.266225 + Penalty 6282.422446 = -46513892.843779
  nChanged 10364
		SP:Iteration 10Q (385.530000 sec): 3 clusters
  Score: Raw -46525986.612792 + Penalty 6282.422446 = -46519704.190346
  nChanged 9790
		SP:Iteration 11Q (386.750000 sec): 3 clusters
  Score: Raw -46532293.790350 + Penalty 6282.422446 = -46526011.367904
  nChanged 9169
		SP:Iteration 12Q (387.960000 sec): 3 clusters
  Score: Raw -46538146.979639 + Penalty 6282.422446 = -46531864.557193
  nChanged 7841
		SP:Iteration 13Q (389.130000 sec): 3 clusters
  Score: Raw -46542492.848912 + Penalty 6282.422446 = -46536210.426466
  nChanged 6215
		SP:Iteration 14Q (390.270000 sec): 3 clusters
  Score: Raw -46545423.319535 + Penalty 6282.422446 = -46539140.897088
  nChanged 4922
		SP:Iteration 15Q (391.370000 sec): 3 clusters
  Score: Raw -46547614.720239 + Penalty 6282.422446 = -46541332.297793
  nChanged 4329
		SP:Iteration 16Q (392.460000 sec): 3 clusters
  Score: Raw -46549478.818968 + Penalty 6282.422446 = -46543196.396522
  nChanged 3922
		SP:Iteration 17Q (393.540000 sec): 3 clusters
  Score: Raw -46551125.313311 + Penalty 6282.422446 = -46544842.890865
  nChanged 3674
		SP:Iteration 18Q (394.600000 sec): 3 clusters
  Score: Raw -46552660.468524 + Penalty 6282.422446 = -46546378.046078
  nChanged 3496
		SP:Iteration 19Q (395.650000 sec): 3 clusters
  Score: Raw -46554107.715329 + Penalty 6282.422446 = -46547825.292883
  nChanged 3306
		SP:Iteration 20F (396.850000 sec): 3 clusters
  Score: Raw -46555479.670857 + Penalty 6282.422446 = -46549197.248411
  nChanged 3064
		SP:Iteration 21Q (397.870000 sec): 3 clusters
  Score: Raw -46556749.213405 + Penalty 6282.422446 = -46550466.790959
  nChanged 2854
		SP:Iteration 22Q (398.880000 sec): 3 clusters
  Score: Raw -46557972.604328 + Penalty 6282.422446 = -46551690.181882
  nChanged 2665
		SP:Iteration 23Q (399.880000 sec): 3 clusters
  Score: Raw -46559153.126400 + Penalty 6282.422446 = -46552870.703954
  nChanged 2461
		SP:Iteration 24Q (400.870000 sec): 3 clusters
  Score: Raw -46560197.864847 + Penalty 6282.422446 = -46553915.442401
  nChanged 2207
		SP:Iteration 25Q (401.840000 sec): 3 clusters
  Score: Raw -46561120.618783 + Penalty 6282.422446 = -46554838.196337
  nChanged 1950
		SP:Iteration 26Q (402.820000 sec): 3 clusters
  Score: Raw -46561891.742231 + Penalty 6282.422446 = -46555609.319785
  nChanged 1812
		SP:Iteration 27Q (403.780000 sec): 3 clusters
  Score: Raw -46562607.120534 + Penalty 6282.422446 = -46556324.698087
  nChanged 1632
		SP:Iteration 28Q (404.730000 sec): 3 clusters
  Score: Raw -46563172.427135 + Penalty 6282.422446 = -46556890.004688
  nChanged 1409
		SP:Iteration 29Q (405.680000 sec): 3 clusters
  Score: Raw -46563609.222031 + Penalty 6282.422446 = -46557326.799585
  nChanged 1215
		SP:Iteration 30Q (406.630000 sec): 3 clusters
  Score: Raw -46563979.389029 + Penalty 6282.422446 = -46557696.966583
  nChanged 1148
		SP:Iteration 31Q (407.570000 sec): 3 clusters
  Score: Raw -46564300.584785 + Penalty 6282.422446 = -46558018.162339
  nChanged 994
		SP:Iteration 32Q (408.500000 sec): 3 clusters
  Score: Raw -46564544.005923 + Penalty 6282.422446 = -46558261.583477
  nChanged 832
		SP:Iteration 33Q (409.430000 sec): 3 clusters
  Score: Raw -46564716.640605 + Penalty 6282.422446 = -46558434.218158
  nChanged 735
		SP:Iteration 34Q (410.360000 sec): 3 clusters
  Score: Raw -46564853.364326 + Penalty 6282.422446 = -46558570.941879
  nChanged 648
		SP:Iteration 35Q (411.280000 sec): 3 clusters
  Score: Raw -46564957.763046 + Penalty 6282.422446 = -46558675.340600
  nChanged 561
		SP:Iteration 36Q (412.200000 sec): 3 clusters
  Score: Raw -46565035.680472 + Penalty 6282.422446 = -46558753.258026
  nChanged 500
		SP:Iteration 37Q (413.120000 sec): 3 clusters
  Score: Raw -46565097.421950 + Penalty 6282.422446 = -46558814.999504
  nChanged 464
		SP:Iteration 38Q (414.050000 sec): 3 clusters
  Score: Raw -46565152.535113 + Penalty 6282.422446 = -46558870.112667
  nChanged 438
		SP:Iteration 39Q (414.970000 sec): 3 clusters
  Score: Raw -46565199.169821 + Penalty 6282.422446 = -46558916.747375
  nChanged 365
		SP:Iteration 40F (416.160000 sec): 3 clusters
  Score: Raw -46565234.665052 + Penalty 6282.422446 = -46558952.242605
  nChanged 368
		SP:Iteration 41Q (417.070000 sec): 3 clusters
  Score: Raw -46565273.498869 + Penalty 6282.422446 = -46558991.076423
  nChanged 351
		SP:Iteration 42Q (417.990000 sec): 3 clusters
  Score: Raw -46565309.229325 + Penalty 6282.422446 = -46559026.806879
  nChanged 370
		SP:Iteration 43Q (418.910000 sec): 3 clusters
  Score: Raw -46565351.341733 + Penalty 6282.422446 = -46559068.919286
  nChanged 376
		SP:Iteration 44Q (419.830000 sec): 3 clusters
  Score: Raw -46565394.818922 + Penalty 6282.422446 = -46559112.396476
  nChanged 380
		SP:Iteration 45Q (420.740000 sec): 3 clusters
  Score: Raw -46565438.783563 + Penalty 6282.422446 = -46559156.361117
  nChanged 360
		SP:Iteration 46Q (421.650000 sec): 3 clusters
  Score: Raw -46565480.274641 + Penalty 6282.422446 = -46559197.852194
  nChanged 323
		SP:Iteration 47Q (422.550000 sec): 3 clusters
  Score: Raw -46565514.963947 + Penalty 6282.422446 = -46559232.541501
  nChanged 312
		SP:Iteration 48Q (423.460000 sec): 3 clusters
  Score: Raw -46565544.240333 + Penalty 6282.422446 = -46559261.817887
  nChanged 293
		SP:Iteration 49Q (424.350000 sec): 3 clusters
  Score: Raw -46565574.025930 + Penalty 6282.422446 = -46559291.603484
  nChanged 294
		SP:Iteration 50Q (425.260000 sec): 3 clusters
  Score: Raw -46565606.441089 + Penalty 6282.422446 = -46559324.018643
  nChanged 301
		SP:Iteration 51Q (426.160000 sec): 3 clusters
  Score: Raw -46565638.901285 + Penalty 6282.422446 = -46559356.478839
  nChanged 294
		SP:Iteration 52Q (427.060000 sec): 3 clusters
  Score: Raw -46565669.594055 + Penalty 6282.422446 = -46559387.171609
  nChanged 276
		SP:Iteration 53Q (427.970000 sec): 3 clusters
  Score: Raw -46565697.590570 + Penalty 6282.422446 = -46559415.168124
  nChanged 255
		SP:Iteration 54Q (428.870000 sec): 3 clusters
  Score: Raw -46565721.135902 + Penalty 6282.422446 = -46559438.713456
  nChanged 230
		SP:Iteration 55Q (429.770000 sec): 3 clusters
  Score: Raw -46565741.936868 + Penalty 6282.422446 = -46559459.514422
  nChanged 226
		SP:Iteration 56Q (430.660000 sec): 3 clusters
  Score: Raw -46565762.750004 + Penalty 6282.422446 = -46559480.327558
  nChanged 187
		SP:Iteration 57Q (431.560000 sec): 3 clusters
  Score: Raw -46565778.752512 + Penalty 6282.422446 = -46559496.330066
  nChanged 161
		SP:Iteration 58Q (432.460000 sec): 3 clusters
  Score: Raw -46565791.456630 + Penalty 6282.422446 = -46559509.034184
  nChanged 158
		SP:Iteration 59Q (433.370000 sec): 3 clusters
  Score: Raw -46565803.990249 + Penalty 6282.422446 = -46559521.567803
  nChanged 152
		SP:Iteration 60F (434.560000 sec): 3 clusters
  Score: Raw -46565814.255374 + Penalty 6282.422446 = -46559531.832928
  nChanged 131
		SP:Iteration 61Q (435.460000 sec): 3 clusters
  Score: Raw -46565823.346411 + Penalty 6282.422446 = -46559540.923965
  nChanged 120
		SP:Iteration 62Q (436.350000 sec): 3 clusters
  Score: Raw -46565832.027112 + Penalty 6282.422446 = -46559549.604666
  nChanged 123
		SP:Iteration 63Q (437.240000 sec): 3 clusters
  Score: Raw -46565840.683210 + Penalty 6282.422446 = -46559558.260764
  nChanged 130
		SP:Iteration 64Q (438.140000 sec): 3 clusters
  Score: Raw -46565849.132709 + Penalty 6282.422446 = -46559566.710262
  nChanged 98
		SP:Iteration 65Q (439.020000 sec): 3 clusters
  Score: Raw -46565854.285637 + Penalty 6282.422446 = -46559571.863191
  nChanged 83
		SP:Iteration 66Q (439.910000 sec): 3 clusters
  Score: Raw -46565858.358234 + Penalty 6282.422446 = -46559575.935788
  nChanged 73
		SP:Iteration 67Q (440.800000 sec): 3 clusters
  Score: Raw -46565862.231626 + Penalty 6282.422446 = -46559579.809180
  nChanged 68
		SP:Iteration 68Q (441.700000 sec): 3 clusters
  Score: Raw -46565865.577518 + Penalty 6282.422446 = -46559583.155072
  nChanged 65
		SP:Iteration 69Q (442.590000 sec): 3 clusters
  Score: Raw -46565868.879899 + Penalty 6282.422446 = -46559586.457453
  nChanged 62
		SP:Iteration 70Q (443.490000 sec): 3 clusters
  Score: Raw -46565872.373465 + Penalty 6282.422446 = -46559589.951018
  nChanged 54
		SP:Iteration 71Q (444.380000 sec): 3 clusters
  Score: Raw -46565875.688566 + Penalty 6282.422446 = -46559593.266120
  nChanged 52
		SP:Iteration 72Q (445.260000 sec): 3 clusters
  Score: Raw -46565878.060542 + Penalty 6282.422446 = -46559595.638095
  nChanged 52
		SP:Iteration 73Q (446.150000 sec): 3 clusters
  Score: Raw -46565880.401952 + Penalty 6282.422446 = -46559597.979506
  nChanged 45
		SP:Iteration 74Q (447.050000 sec): 3 clusters
  Score: Raw -46565882.471839 + Penalty 6282.422446 = -46559600.049393
  nChanged 45
		SP:Iteration 75Q (447.950000 sec): 3 clusters
  Score: Raw -46565884.448838 + Penalty 6282.422446 = -46559602.026392
  nChanged 44
		SP:Iteration 76Q (448.830000 sec): 3 clusters
  Score: Raw -46565886.696127 + Penalty 6282.422446 = -46559604.273681
  nChanged 56
		SP:Iteration 77Q (449.730000 sec): 3 clusters
  Score: Raw -46565889.387679 + Penalty 6282.422446 = -46559606.965233
  nChanged 57
		SP:Iteration 78Q (450.630000 sec): 3 clusters
  Score: Raw -46565892.001787 + Penalty 6282.422446 = -46559609.579341
  nChanged 54
		SP:Iteration 79Q (451.520000 sec): 3 clusters
  Score: Raw -46565894.717175 + Penalty 6282.422446 = -46559612.294729
  nChanged 48
		SP:Iteration 80F (452.720000 sec): 3 clusters
  Score: Raw -46565897.123768 + Penalty 6282.422446 = -46559614.701322
  nChanged 43
		SP:Iteration 81Q (453.610000 sec): 3 clusters
  Score: Raw -46565899.113485 + Penalty 6282.422446 = -46559616.691039
  nChanged 41
		SP:Iteration 82Q (454.500000 sec): 3 clusters
  Score: Raw -46565900.738094 + Penalty 6282.422446 = -46559618.315648
  nChanged 38
		SP:Iteration 83Q (455.400000 sec): 3 clusters
  Score: Raw -46565902.375641 + Penalty 6282.422446 = -46559619.953195
  nChanged 34
		SP:Iteration 84Q (456.300000 sec): 3 clusters
  Score: Raw -46565904.015861 + Penalty 6282.422446 = -46559621.593414
  nChanged 37
		SP:Iteration 85Q (457.200000 sec): 3 clusters
  Score: Raw -46565905.405695 + Penalty 6282.422446 = -46559622.983249
  nChanged 32
		SP:Iteration 86Q (458.090000 sec): 3 clusters
  Score: Raw -46565906.923948 + Penalty 6282.422446 = -46559624.501502
  nChanged 36
		SP:Iteration 87Q (458.980000 sec): 3 clusters
  Score: Raw -46565908.571980 + Penalty 6282.422446 = -46559626.149534
  nChanged 38
		SP:Iteration 88Q (459.870000 sec): 3 clusters
  Score: Raw -46565910.697885 + Penalty 6282.422446 = -46559628.275438
  nChanged 39
		SP:Iteration 89Q (460.760000 sec): 3 clusters
  Score: Raw -46565912.793912 + Penalty 6282.422446 = -46559630.371465
  nChanged 50
		SP:Iteration 90Q (461.650000 sec): 3 clusters
  Score: Raw -46565915.558549 + Penalty 6282.422446 = -46559633.136102
  nChanged 51
		SP:Iteration 91Q (462.540000 sec): 3 clusters
  Score: Raw -46565918.115809 + Penalty 6282.422446 = -46559635.693363
  nChanged 44
		SP:Iteration 92Q (463.420000 sec): 3 clusters
  Score: Raw -46565920.072428 + Penalty 6282.422446 = -46559637.649982
  nChanged 27
		SP:Iteration 93Q (464.310000 sec): 3 clusters
  Score: Raw -46565921.369864 + Penalty 6282.422446 = -46559638.947418
  nChanged 29
		SP:Iteration 94Q (465.200000 sec): 3 clusters
  Score: Raw -46565922.458268 + Penalty 6282.422446 = -46559640.035822
  nChanged 28
		SP:Iteration 95Q (466.090000 sec): 3 clusters
  Score: Raw -46565923.870207 + Penalty 6282.422446 = -46559641.447761
  nChanged 36
		SP:Iteration 96Q (466.980000 sec): 3 clusters
  Score: Raw -46565925.532763 + Penalty 6282.422446 = -46559643.110316
  nChanged 39
		SP:Iteration 97Q (467.870000 sec): 3 clusters
  Score: Raw -46565927.347962 + Penalty 6282.422446 = -46559644.925516
  nChanged 41
		SP:Iteration 98Q (468.760000 sec): 3 clusters
  Score: Raw -46565929.322187 + Penalty 6282.422446 = -46559646.899740
  nChanged 33
		SP:Iteration 99Q (469.660000 sec): 3 clusters
  Score: Raw -46565931.070219 + Penalty 6282.422446 = -46559648.647773
  nChanged 37
		SP:Iteration 100F (470.860000 sec): 3 clusters
  Score: Raw -46565932.778372 + Penalty 6282.422446 = -46559650.355925
  nChanged 30
		SP:Iteration 101Q (471.730000 sec): 3 clusters
  Score: Raw -46565933.907512 + Penalty 6282.422446 = -46559651.485065
  nChanged 19
		SP:Iteration 102Q (472.620000 sec): 3 clusters
  Score: Raw -46565934.764723 + Penalty 6282.422446 = -46559652.342277
  nChanged 25
		SP:Iteration 103Q (473.510000 sec): 3 clusters
  Score: Raw -46565935.749414 + Penalty 6282.422446 = -46559653.326968
  nChanged 15
		SP:Iteration 104Q (474.400000 sec): 3 clusters
  Score: Raw -46565936.228464 + Penalty 6282.422446 = -46559653.806018
  nChanged 12
		SP:Iteration 105Q (475.290000 sec): 3 clusters
  Score: Raw -46565936.614719 + Penalty 6282.422446 = -46559654.192273
  nChanged 10
		SP:Iteration 106Q (476.180000 sec): 3 clusters
  Score: Raw -46565936.895384 + Penalty 6282.422446 = -46559654.472938
  nChanged 5
		SP:Iteration 107Q (477.060000 sec): 3 clusters
  Score: Raw -46565937.234989 + Penalty 6282.422446 = -46559654.812542
  nChanged 11
		SP:Iteration 108Q (477.950000 sec): 3 clusters
  Score: Raw -46565937.622743 + Penalty 6282.422446 = -46559655.200297
  nChanged 13
		SP:Iteration 109Q (478.840000 sec): 3 clusters
  Score: Raw -46565937.990906 + Penalty 6282.422446 = -46559655.568460
  nChanged 12
		SP:Iteration 110Q (479.730000 sec): 3 clusters
  Score: Raw -46565938.355872 + Penalty 6282.422446 = -46559655.933426
  nChanged 15
		SP:Iteration 111Q (480.620000 sec): 3 clusters
  Score: Raw -46565938.964447 + Penalty 6282.422446 = -46559656.542001
  nChanged 11
		SP:Iteration 112Q (481.510000 sec): 3 clusters
  Score: Raw -46565939.402442 + Penalty 6282.422446 = -46559656.979996
  nChanged 10
		SP:Iteration 113Q (482.400000 sec): 3 clusters
  Score: Raw -46565939.670813 + Penalty 6282.422446 = -46559657.248367
  nChanged 7
		SP:Iteration 114Q (483.290000 sec): 3 clusters
  Score: Raw -46565939.915211 + Penalty 6282.422446 = -46559657.492765
  nChanged 8
		SP:Iteration 115Q (484.180000 sec): 3 clusters
  Score: Raw -46565940.155384 + Penalty 6282.422446 = -46559657.732938
  nChanged 11
		SP:Iteration 116Q (485.070000 sec): 3 clusters
  Score: Raw -46565940.659763 + Penalty 6282.422446 = -46559658.237316
  nChanged 11
		SP:Iteration 117Q (485.960000 sec): 3 clusters
  Score: Raw -46565941.115805 + Penalty 6282.422446 = -46559658.693359
  nChanged 15
		SP:Iteration 118Q (486.850000 sec): 3 clusters
  Score: Raw -46565941.637398 + Penalty 6282.422446 = -46559659.214952
  nChanged 10
		SP:Iteration 119Q (487.730000 sec): 3 clusters
  Score: Raw -46565941.892567 + Penalty 6282.422446 = -46559659.470121
  nChanged 4
		SP:Iteration 120F (488.930000 sec): 3 clusters
  Score: Raw -46565941.997594 + Penalty 6282.422446 = -46559659.575148
  nChanged 5
		SP:Iteration 121Q (489.810000 sec): 3 clusters
  Score: Raw -46565942.176480 + Penalty 6282.422446 = -46559659.754033
  nChanged 10
		SP:Iteration 122Q (490.700000 sec): 3 clusters
  Score: Raw -46565942.477591 + Penalty 6282.422446 = -46559660.055145
  nChanged 11
		SP:Iteration 123Q (491.580000 sec): 3 clusters
  Score: Raw -46565942.812588 + Penalty 6282.422446 = -46559660.390142
  nChanged 14
		SP:Iteration 124Q (492.460000 sec): 3 clusters
  Score: Raw -46565943.376640 + Penalty 6282.422446 = -46559660.954194
  nChanged 16
		SP:Iteration 125Q (493.360000 sec): 3 clusters
  Score: Raw -46565944.058326 + Penalty 6282.422446 = -46559661.635880
  nChanged 12
		SP:Iteration 126Q (494.250000 sec): 3 clusters
  Score: Raw -46565944.500615 + Penalty 6282.422446 = -46559662.078169
  nChanged 8
		SP:Iteration 127Q (495.150000 sec): 3 clusters
  Score: Raw -46565944.759654 + Penalty 6282.422446 = -46559662.337208
  nChanged 10
		SP:Iteration 128Q (496.050000 sec): 3 clusters
  Score: Raw -46565945.180128 + Penalty 6282.422446 = -46559662.757682
  nChanged 9
		SP:Iteration 129Q (496.940000 sec): 3 clusters
  Score: Raw -46565945.528941 + Penalty 6282.422446 = -46559663.106494
  nChanged 7
		SP:Iteration 130Q (497.840000 sec): 3 clusters
  Score: Raw -46565945.903071 + Penalty 6282.422446 = -46559663.480624
  nChanged 10
		SP:Iteration 131Q (498.730000 sec): 3 clusters
  Score: Raw -46565946.269346 + Penalty 6282.422446 = -46559663.846899
  nChanged 9
		SP:Iteration 132Q (499.620000 sec): 3 clusters
  Score: Raw -46565946.782416 + Penalty 6282.422446 = -46559664.359970
  nChanged 10
		SP:Iteration 133Q (500.510000 sec): 3 clusters
  Score: Raw -46565947.324925 + Penalty 6282.422446 = -46559664.902478
  nChanged 11
		SP:Iteration 134Q (501.390000 sec): 3 clusters
  Score: Raw -46565947.906023 + Penalty 6282.422446 = -46559665.483577
  nChanged 12
		SP:Iteration 135Q (502.280000 sec): 3 clusters
  Score: Raw -46565948.402010 + Penalty 6282.422446 = -46559665.979563
  nChanged 13
		SP:Iteration 136Q (503.170000 sec): 3 clusters
  Score: Raw -46565949.035173 + Penalty 6282.422446 = -46559666.612727
  nChanged 13
		SP:Iteration 137Q (504.060000 sec): 3 clusters
  Score: Raw -46565949.757859 + Penalty 6282.422446 = -46559667.335412
  nChanged 13
		SP:Iteration 138Q (504.950000 sec): 3 clusters
  Score: Raw -46565950.248324 + Penalty 6282.422446 = -46559667.825878
  nChanged 10
		SP:Iteration 139Q (505.840000 sec): 3 clusters
  Score: Raw -46565950.559348 + Penalty 6282.422446 = -46559668.136902
  nChanged 11
		SP:Iteration 140F (507.040000 sec): 3 clusters
  Score: Raw -46565951.066721 + Penalty 6282.422446 = -46559668.644274
  nChanged 13
		SP:Iteration 141Q (507.940000 sec): 3 clusters
  Score: Raw -46565951.511836 + Penalty 6282.422446 = -46559669.089389
  nChanged 8
		SP:Iteration 142Q (508.830000 sec): 3 clusters
  Score: Raw -46565951.789417 + Penalty 6282.422446 = -46559669.366971
  nChanged 13
		SP:Iteration 143Q (509.720000 sec): 3 clusters
  Score: Raw -46565952.184550 + Penalty 6282.422446 = -46559669.762104
  nChanged 9
		SP:Iteration 144Q (510.610000 sec): 3 clusters
  Score: Raw -46565952.606027 + Penalty 6282.422446 = -46559670.183581
  nChanged 13
		SP:Iteration 145Q (511.500000 sec): 3 clusters
  Score: Raw -46565953.123494 + Penalty 6282.422446 = -46559670.701048
  nChanged 13
		SP:Iteration 146Q (512.390000 sec): 3 clusters
  Score: Raw -46565953.582814 + Penalty 6282.422446 = -46559671.160368
  nChanged 10
		SP:Iteration 147Q (513.280000 sec): 3 clusters
  Score: Raw -46565954.034440 + Penalty 6282.422446 = -46559671.611994
  nChanged 7
		SP:Iteration 148Q (514.170000 sec): 3 clusters
  Score: Raw -46565954.334628 + Penalty 6282.422446 = -46559671.912182
  nChanged 9
		SP:Iteration 149Q (515.060000 sec): 3 clusters
  Score: Raw -46565954.613313 + Penalty 6282.422446 = -46559672.190867
  nChanged 7
		SP:Iteration 150Q (515.950000 sec): 3 clusters
  Score: Raw -46565954.869644 + Penalty 6282.422446 = -46559672.447198
  nChanged 7
		SP:Iteration 151Q (516.840000 sec): 3 clusters
  Score: Raw -46565955.120718 + Penalty 6282.422446 = -46559672.698272
  nChanged 7
		SP:Iteration 152Q (517.730000 sec): 3 clusters
  Score: Raw -46565955.387793 + Penalty 6282.422446 = -46559672.965347
  nChanged 13
		SP:Iteration 153Q (518.620000 sec): 3 clusters
  Score: Raw -46565955.829020 + Penalty 6282.422446 = -46559673.406574
  nChanged 5
		SP:Iteration 154Q (519.510000 sec): 3 clusters
  Score: Raw -46565956.061295 + Penalty 6282.422446 = -46559673.638849
  nChanged 5
		SP:Iteration 155Q (520.400000 sec): 3 clusters
  Score: Raw -46565956.221268 + Penalty 6282.422446 = -46559673.798822
  nChanged 5
		SP:Iteration 156Q (521.290000 sec): 3 clusters
  Score: Raw -46565956.376608 + Penalty 6282.422446 = -46559673.954161
  nChanged 5
		SP:Iteration 157Q (522.180000 sec): 3 clusters
  Score: Raw -46565956.533609 + Penalty 6282.422446 = -46559674.111163
  nChanged 2
		SP:Iteration 158Q (523.080000 sec): 3 clusters
  Score: Raw -46565956.605982 + Penalty 6282.422446 = -46559674.183536
  nChanged 2
		SP:Iteration 159Q (523.970000 sec): 3 clusters
  Score: Raw -46565956.678410 + Penalty 6282.422446 = -46559674.255963
  nChanged 3
		SP:Iteration 160F (525.150000 sec): 3 clusters
  Score: Raw -46565956.761136 + Penalty 6282.422446 = -46559674.338690
  nChanged 2
		SP:Iteration 161Q (526.040000 sec): 3 clusters
  Score: Raw -46565956.844401 + Penalty 6282.422446 = -46559674.421955
  nChanged 1
		SP:Iteration 162Q (526.930000 sec): 3 clusters
  Score: Raw -46565956.875352 + Penalty 6282.422446 = -46559674.452906
  nChanged 0
		SP:Iteration 163F (528.120000 sec): 3 clusters
  Score: Raw -46565956.875352 + Penalty 6282.422446 = -46559674.452906
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (121806 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (528.590000 sec): 2 clusters
  Score: Raw -17728994.820269 + Penalty 2904.125854 = -17726090.694415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (529.060000 sec): 3 clusters
  Score: Raw -17650433.527057 + Penalty 5808.251707 = -17644625.275350
  nChanged 57877
		SP:Iteration 1F (529.520000 sec): 3 clusters
  Score: Raw -17683345.588440 + Penalty 5808.251707 = -17677537.336732
  nChanged 3380
		SP:Iteration 2Q (529.990000 sec): 3 clusters
  Score: Raw -17684030.626205 + Penalty 5808.251707 = -17678222.374497
  nChanged 3491
		SP:Iteration 3Q (530.470000 sec): 3 clusters
  Score: Raw -17684830.926463 + Penalty 5808.251707 = -17679022.674755
  nChanged 3739
		SP:Iteration 4Q (530.940000 sec): 3 clusters
  Score: Raw -17685805.810250 + Penalty 5808.251707 = -17679997.558542
  nChanged 4091
		SP:Iteration 5Q (531.410000 sec): 3 clusters
  Score: Raw -17687065.258069 + Penalty 5808.251707 = -17681257.006362
  nChanged 4597
		SP:Iteration 6Q (531.880000 sec): 3 clusters
  Score: Raw -17688736.001558 + Penalty 5808.251707 = -17682927.749851
  nChanged 5276
		SP:Iteration 7Q (532.360000 sec): 3 clusters
  Score: Raw -17691011.427931 + Penalty 5808.251707 = -17685203.176224
  nChanged 6068
		SP:Iteration 8Q (532.840000 sec): 3 clusters
  Score: Raw -17694098.019709 + Penalty 5808.251707 = -17688289.768001
  nChanged 6790
		SP:Iteration 9F (533.300000 sec): 3 clusters
  Score: Raw -17697975.156538 + Penalty 5808.251707 = -17692166.904831
  nChanged 7023
		SP:Iteration 10F (533.760000 sec): 3 clusters
  Score: Raw -17702137.239399 + Penalty 5808.251707 = -17696328.987691
  nChanged 6791
		SP:Iteration 11F (534.220000 sec): 3 clusters
  Score: Raw -17706159.798996 + Penalty 5808.251707 = -17700351.547288
  nChanged 6130
		SP:Iteration 12F (534.690000 sec): 3 clusters
  Score: Raw -17709545.503614 + Penalty 5808.251707 = -17703737.251906
  nChanged 5396
		SP:Iteration 13Q (535.150000 sec): 3 clusters
  Score: Raw -17712381.828915 + Penalty 5808.251707 = -17706573.577208
  nChanged 4503
		SP:Iteration 14Q (535.610000 sec): 3 clusters
  Score: Raw -17714611.125148 + Penalty 5808.251707 = -17708802.873441
  nChanged 3796
		SP:Iteration 15Q (536.070000 sec): 3 clusters
  Score: Raw -17716418.492247 + Penalty 5808.251707 = -17710610.240539
  nChanged 3257
		SP:Iteration 16Q (536.520000 sec): 3 clusters
  Score: Raw -17717940.163026 + Penalty 5808.251707 = -17712131.911319
  nChanged 2934
		SP:Iteration 17Q (536.970000 sec): 3 clusters
  Score: Raw -17719419.102258 + Penalty 5808.251707 = -17713610.850551
  nChanged 2867
		SP:Iteration 18Q (537.420000 sec): 3 clusters
  Score: Raw -17720929.432980 + Penalty 5808.251707 = -17715121.181272
  nChanged 2817
		SP:Iteration 19Q (537.870000 sec): 3 clusters
  Score: Raw -17722468.296408 + Penalty 5808.251707 = -17716660.044701
  nChanged 2793
		SP:Iteration 20F (538.330000 sec): 3 clusters
  Score: Raw -17723910.579266 + Penalty 5808.251707 = -17718102.327559
  nChanged 2639
		SP:Iteration 21Q (538.770000 sec): 3 clusters
  Score: Raw -17725182.948852 + Penalty 5808.251707 = -17719374.697145
  nChanged 2367
		SP:Iteration 22Q (539.210000 sec): 3 clusters
  Score: Raw -17726175.477193 + Penalty 5808.251707 = -17720367.225485
  nChanged 1996
		SP:Iteration 23Q (539.640000 sec): 3 clusters
  Score: Raw -17726968.999549 + Penalty 5808.251707 = -17721160.747841
  nChanged 1783
		SP:Iteration 24Q (540.080000 sec): 3 clusters
  Score: Raw -17727651.484586 + Penalty 5808.251707 = -17721843.232878
  nChanged 1610
		SP:Iteration 25Q (540.520000 sec): 3 clusters
  Score: Raw -17728161.679576 + Penalty 5808.251707 = -17722353.427869
  nChanged 1405
		SP:Iteration 26Q (540.950000 sec): 3 clusters
  Score: Raw -17728531.868764 + Penalty 5808.251707 = -17722723.617057
  nChanged 1164
		SP:Iteration 27Q (541.380000 sec): 3 clusters
  Score: Raw -17728805.646536 + Penalty 5808.251707 = -17722997.394828
  nChanged 1041
		SP:Iteration 28Q (541.810000 sec): 3 clusters
  Score: Raw -17729029.756939 + Penalty 5808.251707 = -17723221.505231
  nChanged 900
		SP:Iteration 29Q (542.240000 sec): 3 clusters
  Score: Raw -17729195.807360 + Penalty 5808.251707 = -17723387.555653
  nChanged 766
		SP:Iteration 30Q (542.670000 sec): 3 clusters
  Score: Raw -17729325.649680 + Penalty 5808.251707 = -17723517.397972
  nChanged 697
		SP:Iteration 31Q (543.100000 sec): 3 clusters
  Score: Raw -17729432.393596 + Penalty 5808.251707 = -17723624.141888
  nChanged 664
		SP:Iteration 32Q (543.530000 sec): 3 clusters
  Score: Raw -17729521.355960 + Penalty 5808.251707 = -17723713.104253
  nChanged 551
		SP:Iteration 33Q (543.950000 sec): 3 clusters
  Score: Raw -17729582.347085 + Penalty 5808.251707 = -17723774.095377
  nChanged 487
		SP:Iteration 34Q (544.380000 sec): 3 clusters
  Score: Raw -17729625.601979 + Penalty 5808.251707 = -17723817.350271
  nChanged 396
		SP:Iteration 35Q (544.800000 sec): 3 clusters
  Score: Raw -17729655.381307 + Penalty 5808.251707 = -17723847.129599
  nChanged 340
		SP:Iteration 36Q (545.220000 sec): 3 clusters
  Score: Raw -17729677.592758 + Penalty 5808.251707 = -17723869.341050
  nChanged 294
		SP:Iteration 37Q (545.650000 sec): 3 clusters
  Score: Raw -17729695.312619 + Penalty 5808.251707 = -17723887.060912
  nChanged 253
		SP:Iteration 38Q (546.070000 sec): 3 clusters
  Score: Raw -17729709.949923 + Penalty 5808.251707 = -17723901.698215
  nChanged 224
		SP:Iteration 39Q (546.490000 sec): 3 clusters
  Score: Raw -17729722.229476 + Penalty 5808.251707 = -17723913.977769
  nChanged 190
		SP:Iteration 40F (546.960000 sec): 3 clusters
  Score: Raw -17729736.099635 + Penalty 5808.251707 = -17723927.847927
  nChanged 194
		SP:Iteration 41Q (547.390000 sec): 3 clusters
  Score: Raw -17729745.573012 + Penalty 5808.251707 = -17723937.321305
  nChanged 183
		SP:Iteration 42Q (547.820000 sec): 3 clusters
  Score: Raw -17729754.503127 + Penalty 5808.251707 = -17723946.251419
  nChanged 203
		SP:Iteration 43Q (548.260000 sec): 3 clusters
  Score: Raw -17729764.937298 + Penalty 5808.251707 = -17723956.685591
  nChanged 183
		SP:Iteration 44Q (548.700000 sec): 3 clusters
  Score: Raw -17729773.200058 + Penalty 5808.251707 = -17723964.948350
  nChanged 168
		SP:Iteration 45Q (549.130000 sec): 3 clusters
  Score: Raw -17729781.188354 + Penalty 5808.251707 = -17723972.936646
  nChanged 154
		SP:Iteration 46Q (549.560000 sec): 3 clusters
  Score: Raw -17729788.491227 + Penalty 5808.251707 = -17723980.239519
  nChanged 155
		SP:Iteration 47Q (549.990000 sec): 3 clusters
  Score: Raw -17729795.517642 + Penalty 5808.251707 = -17723987.265935
  nChanged 149
		SP:Iteration 48Q (550.430000 sec): 3 clusters
  Score: Raw -17729802.022984 + Penalty 5808.251707 = -17723993.771277
  nChanged 129
		SP:Iteration 49Q (550.860000 sec): 3 clusters
  Score: Raw -17729806.443184 + Penalty 5808.251707 = -17723998.191477
  nChanged 110
		SP:Iteration 50Q (551.300000 sec): 3 clusters
  Score: Raw -17729809.910911 + Penalty 5808.251707 = -17724001.659203
  nChanged 95
		SP:Iteration 51Q (551.740000 sec): 3 clusters
  Score: Raw -17729812.525872 + Penalty 5808.251707 = -17724004.274165
  nChanged 74
		SP:Iteration 52Q (552.170000 sec): 3 clusters
  Score: Raw -17729814.334917 + Penalty 5808.251707 = -17724006.083210
  nChanged 70
		SP:Iteration 53Q (552.610000 sec): 3 clusters
  Score: Raw -17729815.840457 + Penalty 5808.251707 = -17724007.588750
  nChanged 53
		SP:Iteration 54Q (553.040000 sec): 3 clusters
  Score: Raw -17729816.886351 + Penalty 5808.251707 = -17724008.634643
  nChanged 53
		SP:Iteration 55Q (553.470000 sec): 3 clusters
  Score: Raw -17729818.053800 + Penalty 5808.251707 = -17724009.802092
  nChanged 53
		SP:Iteration 56Q (553.910000 sec): 3 clusters
  Score: Raw -17729819.365038 + Penalty 5808.251707 = -17724011.113330
  nChanged 46
		SP:Iteration 57Q (554.340000 sec): 3 clusters
  Score: Raw -17729820.664664 + Penalty 5808.251707 = -17724012.412956
  nChanged 46
		SP:Iteration 58Q (554.770000 sec): 3 clusters
  Score: Raw -17729821.956900 + Penalty 5808.251707 = -17724013.705192
  nChanged 48
		SP:Iteration 59Q (555.210000 sec): 3 clusters
  Score: Raw -17729823.223908 + Penalty 5808.251707 = -17724014.972200
  nChanged 45
		SP:Iteration 60F (555.670000 sec): 3 clusters
  Score: Raw -17729824.216736 + Penalty 5808.251707 = -17724015.965028
  nChanged 40
		SP:Iteration 61Q (556.110000 sec): 3 clusters
  Score: Raw -17729825.006767 + Penalty 5808.251707 = -17724016.755060
  nChanged 37
		SP:Iteration 62Q (556.550000 sec): 3 clusters
  Score: Raw -17729825.757417 + Penalty 5808.251707 = -17724017.505709
  nChanged 32
		SP:Iteration 63Q (556.980000 sec): 3 clusters
  Score: Raw -17729826.340538 + Penalty 5808.251707 = -17724018.088831
  nChanged 25
		SP:Iteration 64Q (557.410000 sec): 3 clusters
  Score: Raw -17729826.816499 + Penalty 5808.251707 = -17724018.564791
  nChanged 26
		SP:Iteration 65Q (557.850000 sec): 3 clusters
  Score: Raw -17729827.243687 + Penalty 5808.251707 = -17724018.991980
  nChanged 22
		SP:Iteration 66Q (558.280000 sec): 3 clusters
  Score: Raw -17729827.517084 + Penalty 5808.251707 = -17724019.265377
  nChanged 11
		SP:Iteration 67Q (558.720000 sec): 3 clusters
  Score: Raw -17729827.733236 + Penalty 5808.251707 = -17724019.481529
  nChanged 13
		SP:Iteration 68Q (559.150000 sec): 3 clusters
  Score: Raw -17729827.991146 + Penalty 5808.251707 = -17724019.739438
  nChanged 13
		SP:Iteration 69Q (559.590000 sec): 3 clusters
  Score: Raw -17729828.189840 + Penalty 5808.251707 = -17724019.938133
  nChanged 16
		SP:Iteration 70Q (560.020000 sec): 3 clusters
  Score: Raw -17729828.474643 + Penalty 5808.251707 = -17724020.222936
  nChanged 17
		SP:Iteration 71Q (560.460000 sec): 3 clusters
  Score: Raw -17729828.776259 + Penalty 5808.251707 = -17724020.524552
  nChanged 16
		SP:Iteration 72Q (560.890000 sec): 3 clusters
  Score: Raw -17729829.013342 + Penalty 5808.251707 = -17724020.761634
  nChanged 14
		SP:Iteration 73Q (561.330000 sec): 3 clusters
  Score: Raw -17729829.217574 + Penalty 5808.251707 = -17724020.965866
  nChanged 12
		SP:Iteration 74Q (561.760000 sec): 3 clusters
  Score: Raw -17729829.464785 + Penalty 5808.251707 = -17724021.213077
  nChanged 18
		SP:Iteration 75Q (562.200000 sec): 3 clusters
  Score: Raw -17729829.881418 + Penalty 5808.251707 = -17724021.629711
  nChanged 20
		SP:Iteration 76Q (562.640000 sec): 3 clusters
  Score: Raw -17729830.283526 + Penalty 5808.251707 = -17724022.031818
  nChanged 25
		SP:Iteration 77Q (563.070000 sec): 3 clusters
  Score: Raw -17729830.766265 + Penalty 5808.251707 = -17724022.514558
  nChanged 22
		SP:Iteration 78Q (563.510000 sec): 3 clusters
  Score: Raw -17729831.156484 + Penalty 5808.251707 = -17724022.904777
  nChanged 20
		SP:Iteration 79Q (563.940000 sec): 3 clusters
  Score: Raw -17729831.453461 + Penalty 5808.251707 = -17724023.201754
  nChanged 16
		SP:Iteration 80F (564.400000 sec): 3 clusters
  Score: Raw -17729831.644742 + Penalty 5808.251707 = -17724023.393034
  nChanged 13
		SP:Iteration 81Q (564.840000 sec): 3 clusters
  Score: Raw -17729831.783571 + Penalty 5808.251707 = -17724023.531864
  nChanged 7
		SP:Iteration 82Q (565.270000 sec): 3 clusters
  Score: Raw -17729831.870539 + Penalty 5808.251707 = -17724023.618831
  nChanged 8
		SP:Iteration 83Q (565.710000 sec): 3 clusters
  Score: Raw -17729831.976529 + Penalty 5808.251707 = -17724023.724821
  nChanged 10
		SP:Iteration 84Q (566.140000 sec): 3 clusters
  Score: Raw -17729832.147156 + Penalty 5808.251707 = -17724023.895449
  nChanged 12
		SP:Iteration 85Q (566.580000 sec): 3 clusters
  Score: Raw -17729832.369196 + Penalty 5808.251707 = -17724024.117488
  nChanged 11
		SP:Iteration 86Q (567.020000 sec): 3 clusters
  Score: Raw -17729832.514929 + Penalty 5808.251707 = -17724024.263221
  nChanged 10
		SP:Iteration 87Q (567.450000 sec): 3 clusters
  Score: Raw -17729832.647275 + Penalty 5808.251707 = -17724024.395567
  nChanged 13
		SP:Iteration 88Q (567.890000 sec): 3 clusters
  Score: Raw -17729832.794548 + Penalty 5808.251707 = -17724024.542840
  nChanged 10
		SP:Iteration 89Q (568.320000 sec): 3 clusters
  Score: Raw -17729832.897850 + Penalty 5808.251707 = -17724024.646143
  nChanged 6
		SP:Iteration 90Q (568.760000 sec): 3 clusters
  Score: Raw -17729832.978677 + Penalty 5808.251707 = -17724024.726969
  nChanged 5
		SP:Iteration 91Q (569.190000 sec): 3 clusters
  Score: Raw -17729833.028332 + Penalty 5808.251707 = -17724024.776625
  nChanged 6
		SP:Iteration 92Q (569.630000 sec): 3 clusters
  Score: Raw -17729833.077578 + Penalty 5808.251707 = -17724024.825870
  nChanged 6
		SP:Iteration 93Q (570.070000 sec): 3 clusters
  Score: Raw -17729833.176197 + Penalty 5808.251707 = -17724024.924490
  nChanged 7
		SP:Iteration 94Q (570.500000 sec): 3 clusters
  Score: Raw -17729833.280474 + Penalty 5808.251707 = -17724025.028766
  nChanged 5
		SP:Iteration 95Q (570.940000 sec): 3 clusters
  Score: Raw -17729833.355528 + Penalty 5808.251707 = -17724025.103820
  nChanged 5
		SP:Iteration 96Q (571.370000 sec): 3 clusters
  Score: Raw -17729833.442117 + Penalty 5808.251707 = -17724025.190409
  nChanged 1
		SP:Iteration 97Q (571.800000 sec): 3 clusters
  Score: Raw -17729833.466471 + Penalty 5808.251707 = -17724025.214763
  nChanged 1
		SP:Iteration 98Q (572.230000 sec): 3 clusters
  Score: Raw -17729833.478016 + Penalty 5808.251707 = -17724025.226308
  nChanged 3
		SP:Iteration 99Q (572.670000 sec): 3 clusters
  Score: Raw -17729833.505160 + Penalty 5808.251707 = -17724025.253453
  nChanged 0
		SP:Iteration 100F (573.130000 sec): 3 clusters
  Score: Raw -17729833.505160 + Penalty 5808.251707 = -17724025.253453
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (17754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (573.240000 sec): 2 clusters
  Score: Raw -2677111.127791 + Penalty 2426.522798 = -2674684.604993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (573.300000 sec): 3 clusters
  Score: Raw -2666946.952721 + Penalty 4853.045596 = -2662093.907125
  nChanged 7787
		SP:Iteration 1F (573.370000 sec): 3 clusters
  Score: Raw -2671071.433821 + Penalty 4853.045596 = -2666218.388225
  nChanged 994
		SP:Iteration 2F (573.430000 sec): 3 clusters
  Score: Raw -2671518.730736 + Penalty 4853.045596 = -2666665.685140
  nChanged 907
		SP:Iteration 3F (573.490000 sec): 3 clusters
  Score: Raw -2671914.088464 + Penalty 4853.045596 = -2667061.042868
  nChanged 804
		SP:Iteration 4Q (573.560000 sec): 3 clusters
  Score: Raw -2672305.804589 + Penalty 4853.045596 = -2667452.758992
  nChanged 805
		SP:Iteration 5Q (573.630000 sec): 3 clusters
  Score: Raw -2672775.583382 + Penalty 4853.045596 = -2667922.537786
  nChanged 843
		SP:Iteration 6Q (573.700000 sec): 3 clusters
  Score: Raw -2673265.627126 + Penalty 4853.045596 = -2668412.581530
  nChanged 869
		SP:Iteration 7Q (573.760000 sec): 3 clusters
  Score: Raw -2673832.646636 + Penalty 4853.045596 = -2668979.601040
  nChanged 923
		SP:Iteration 8F (573.820000 sec): 3 clusters
  Score: Raw -2674429.090207 + Penalty 4853.045596 = -2669576.044611
  nChanged 920
		SP:Iteration 9F (573.890000 sec): 3 clusters
  Score: Raw -2675046.607595 + Penalty 4853.045596 = -2670193.561999
  nChanged 826
		SP:Iteration 10Q (573.950000 sec): 3 clusters
  Score: Raw -2675613.630161 + Penalty 4853.045596 = -2670760.584565
  nChanged 723
		SP:Iteration 11Q (574.020000 sec): 3 clusters
  Score: Raw -2676116.171335 + Penalty 4853.045596 = -2671263.125739
  nChanged 620
		SP:Iteration 12Q (574.080000 sec): 3 clusters
  Score: Raw -2676512.448643 + Penalty 4853.045596 = -2671659.403047
  nChanged 502
		SP:Iteration 13Q (574.140000 sec): 3 clusters
  Score: Raw -2676785.869899 + Penalty 4853.045596 = -2671932.824302
  nChanged 368
		SP:Iteration 14Q (574.200000 sec): 3 clusters
  Score: Raw -2676963.313829 + Penalty 4853.045596 = -2672110.268232
  nChanged 285
		SP:Iteration 15Q (574.260000 sec): 3 clusters
  Score: Raw -2677087.337417 + Penalty 4853.045596 = -2672234.291821
  nChanged 237
		SP:Iteration 16Q (574.330000 sec): 3 clusters
  Score: Raw -2677190.552227 + Penalty 4853.045596 = -2672337.506631
  nChanged 217
		SP:Iteration 17Q (574.380000 sec): 3 clusters
  Score: Raw -2677273.774789 + Penalty 4853.045596 = -2672420.729193
  nChanged 169
		SP:Iteration 18Q (574.440000 sec): 3 clusters
  Score: Raw -2677331.750636 + Penalty 4853.045596 = -2672478.705040
  nChanged 134
		SP:Iteration 19Q (574.500000 sec): 3 clusters
  Score: Raw -2677374.268089 + Penalty 4853.045596 = -2672521.222493
  nChanged 117
		SP:Iteration 20F (574.570000 sec): 3 clusters
  Score: Raw -2677410.878292 + Penalty 4853.045596 = -2672557.832695
  nChanged 99
		SP:Iteration 21Q (574.620000 sec): 3 clusters
  Score: Raw -2677435.082940 + Penalty 4853.045596 = -2672582.037344
  nChanged 82
		SP:Iteration 22Q (574.680000 sec): 3 clusters
  Score: Raw -2677454.849279 + Penalty 4853.045596 = -2672601.803682
  nChanged 83
		SP:Iteration 23Q (574.740000 sec): 3 clusters
  Score: Raw -2677474.471722 + Penalty 4853.045596 = -2672621.426126
  nChanged 91
		SP:Iteration 24Q (574.800000 sec): 3 clusters
  Score: Raw -2677498.871935 + Penalty 4853.045596 = -2672645.826339
  nChanged 82
		SP:Iteration 25Q (574.850000 sec): 3 clusters
  Score: Raw -2677517.136901 + Penalty 4853.045596 = -2672664.091304
  nChanged 69
		SP:Iteration 26Q (574.910000 sec): 3 clusters
  Score: Raw -2677529.764117 + Penalty 4853.045596 = -2672676.718521
  nChanged 45
		SP:Iteration 27Q (574.960000 sec): 3 clusters
  Score: Raw -2677538.140500 + Penalty 4853.045596 = -2672685.094903
  nChanged 34
		SP:Iteration 28Q (575.020000 sec): 3 clusters
  Score: Raw -2677544.238718 + Penalty 4853.045596 = -2672691.193122
  nChanged 39
		SP:Iteration 29Q (575.080000 sec): 3 clusters
  Score: Raw -2677550.635490 + Penalty 4853.045596 = -2672697.589894
  nChanged 31
		SP:Iteration 30Q (575.130000 sec): 3 clusters
  Score: Raw -2677556.347483 + Penalty 4853.045596 = -2672703.301887
  nChanged 27
		SP:Iteration 31Q (575.190000 sec): 3 clusters
  Score: Raw -2677560.991120 + Penalty 4853.045596 = -2672707.945523
  nChanged 26
		SP:Iteration 32Q (575.240000 sec): 3 clusters
  Score: Raw -2677564.879454 + Penalty 4853.045596 = -2672711.833858
  nChanged 24
		SP:Iteration 33Q (575.300000 sec): 3 clusters
  Score: Raw -2677568.219503 + Penalty 4853.045596 = -2672715.173906
  nChanged 23
		SP:Iteration 34Q (575.360000 sec): 3 clusters
  Score: Raw -2677571.806700 + Penalty 4853.045596 = -2672718.761104
  nChanged 17
		SP:Iteration 35Q (575.410000 sec): 3 clusters
  Score: Raw -2677574.780436 + Penalty 4853.045596 = -2672721.734839
  nChanged 22
		SP:Iteration 36Q (575.460000 sec): 3 clusters
  Score: Raw -2677578.123710 + Penalty 4853.045596 = -2672725.078113
  nChanged 19
		SP:Iteration 37Q (575.520000 sec): 3 clusters
  Score: Raw -2677581.255895 + Penalty 4853.045596 = -2672728.210299
  nChanged 12
		SP:Iteration 38Q (575.580000 sec): 3 clusters
  Score: Raw -2677582.980868 + Penalty 4853.045596 = -2672729.935272
  nChanged 11
		SP:Iteration 39Q (575.630000 sec): 3 clusters
  Score: Raw -2677584.501760 + Penalty 4853.045596 = -2672731.456164
  nChanged 7
		SP:Iteration 40F (575.700000 sec): 3 clusters
  Score: Raw -2677585.479590 + Penalty 4853.045596 = -2672732.433993
  nChanged 5
		SP:Iteration 41Q (575.750000 sec): 3 clusters
  Score: Raw -2677586.030021 + Penalty 4853.045596 = -2672732.984425
  nChanged 4
		SP:Iteration 42Q (575.810000 sec): 3 clusters
  Score: Raw -2677586.901173 + Penalty 4853.045596 = -2672733.855577
  nChanged 6
		SP:Iteration 43Q (575.860000 sec): 3 clusters
  Score: Raw -2677587.679320 + Penalty 4853.045596 = -2672734.633724
  nChanged 5
		SP:Iteration 44Q (575.920000 sec): 3 clusters
  Score: Raw -2677588.557884 + Penalty 4853.045596 = -2672735.512287
  nChanged 7
		SP:Iteration 45Q (575.970000 sec): 3 clusters
  Score: Raw -2677589.415895 + Penalty 4853.045596 = -2672736.370299
  nChanged 3
		SP:Iteration 46Q (576.030000 sec): 3 clusters
  Score: Raw -2677589.669420 + Penalty 4853.045596 = -2672736.623824
  nChanged 2
		SP:Iteration 47Q (576.080000 sec): 3 clusters
  Score: Raw -2677589.897577 + Penalty 4853.045596 = -2672736.851981
  nChanged 3
		SP:Iteration 48Q (576.140000 sec): 3 clusters
  Score: Raw -2677590.239952 + Penalty 4853.045596 = -2672737.194356
  nChanged 1
		SP:Iteration 49Q (576.200000 sec): 3 clusters
  Score: Raw -2677590.399528 + Penalty 4853.045596 = -2672737.353932
  nChanged 2
		SP:Iteration 50Q (576.250000 sec): 3 clusters
  Score: Raw -2677590.680607 + Penalty 4853.045596 = -2672737.635011
  nChanged 3
		SP:Iteration 51Q (576.300000 sec): 3 clusters
  Score: Raw -2677590.930883 + Penalty 4853.045596 = -2672737.885287
  nChanged 0
		SP:Iteration 52F (576.370000 sec): 3 clusters
  Score: Raw -2677590.930883 + Penalty 4853.045596 = -2672737.885287
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (8108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (576.400000 sec): 2 clusters
  Score: Raw -1148582.462282 + Penalty 2232.150414 = -1146350.311868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (576.430000 sec): 3 clusters
  Score: Raw -1144394.039099 + Penalty 4464.300828 = -1139929.738272
  nChanged 3278
		SP:Iteration 1F (576.460000 sec): 3 clusters
  Score: Raw -1146212.503152 + Penalty 4464.300828 = -1141748.202324
  nChanged 526
		SP:Iteration 2F (576.490000 sec): 3 clusters
  Score: Raw -1146506.745780 + Penalty 4464.300828 = -1142042.444953
  nChanged 419
		SP:Iteration 3F (576.520000 sec): 3 clusters
  Score: Raw -1146711.629413 + Penalty 4464.300828 = -1142247.328585
  nChanged 309
		SP:Iteration 4Q (576.550000 sec): 3 clusters
  Score: Raw -1146856.463754 + Penalty 4464.300828 = -1142392.162926
  nChanged 288
		SP:Iteration 5Q (576.580000 sec): 3 clusters
  Score: Raw -1147008.912079 + Penalty 4464.300828 = -1142544.611252
  nChanged 294
		SP:Iteration 6Q (576.610000 sec): 3 clusters
  Score: Raw -1147167.871315 + Penalty 4464.300828 = -1142703.570488
  nChanged 295
		SP:Iteration 7Q (576.640000 sec): 3 clusters
  Score: Raw -1147341.133813 + Penalty 4464.300828 = -1142876.832985
  nChanged 296
		SP:Iteration 8Q (576.670000 sec): 3 clusters
  Score: Raw -1147525.624012 + Penalty 4464.300828 = -1143061.323184
  nChanged 277
		SP:Iteration 9Q (576.700000 sec): 3 clusters
  Score: Raw -1147710.116162 + Penalty 4464.300828 = -1143245.815334
  nChanged 282
		SP:Iteration 10Q (576.720000 sec): 3 clusters
  Score: Raw -1147912.048845 + Penalty 4464.300828 = -1143447.748017
  nChanged 291
		SP:Iteration 11Q (576.750000 sec): 3 clusters
  Score: Raw -1148148.721251 + Penalty 4464.300828 = -1143684.420423
  nChanged 275
		SP:Iteration 12Q (576.780000 sec): 3 clusters
  Score: Raw -1148370.212639 + Penalty 4464.300828 = -1143905.911811
  nChanged 246
		SP:Iteration 13Q (576.810000 sec): 3 clusters
  Score: Raw -1148580.481976 + Penalty 4464.300828 = -1144116.181148
  nChanged 226
		SP:Iteration 14Q (576.840000 sec): 3 clusters
  Score: Raw -1148782.918388 + Penalty 4464.300828 = -1144318.617561
  nChanged 178
		SP:Iteration 15Q (576.860000 sec): 3 clusters
  Score: Raw -1148944.215112 + Penalty 4464.300828 = -1144479.914284
  nChanged 174
		SP:Iteration 16Q (576.890000 sec): 3 clusters
  Score: Raw -1149117.234292 + Penalty 4464.300828 = -1144652.933464
  nChanged 155
		SP:Iteration 17Q (576.920000 sec): 3 clusters
  Score: Raw -1149260.247078 + Penalty 4464.300828 = -1144795.946250
  nChanged 121
		SP:Iteration 18Q (576.940000 sec): 3 clusters
  Score: Raw -1149370.512756 + Penalty 4464.300828 = -1144906.211928
  nChanged 109
		SP:Iteration 19Q (576.970000 sec): 3 clusters
  Score: Raw -1149487.683965 + Penalty 4464.300828 = -1145023.383138
  nChanged 137
		SP:Iteration 20F (577.000000 sec): 3 clusters
  Score: Raw -1149583.068869 + Penalty 4464.300828 = -1145118.768042
  nChanged 101
		SP:Iteration 21Q (577.020000 sec): 3 clusters
  Score: Raw -1149646.885797 + Penalty 4464.300828 = -1145182.584969
  nChanged 64
		SP:Iteration 22Q (577.050000 sec): 3 clusters
  Score: Raw -1149678.283994 + Penalty 4464.300828 = -1145213.983166
  nChanged 46
		SP:Iteration 23Q (577.070000 sec): 3 clusters
  Score: Raw -1149699.460477 + Penalty 4464.300828 = -1145235.159649
  nChanged 38
		SP:Iteration 24Q (577.100000 sec): 3 clusters
  Score: Raw -1149711.825038 + Penalty 4464.300828 = -1145247.524210
  nChanged 21
		SP:Iteration 25Q (577.120000 sec): 3 clusters
  Score: Raw -1149720.604526 + Penalty 4464.300828 = -1145256.303698
  nChanged 13
		SP:Iteration 26Q (577.150000 sec): 3 clusters
  Score: Raw -1149724.407066 + Penalty 4464.300828 = -1145260.106239
  nChanged 16
		SP:Iteration 27Q (577.170000 sec): 3 clusters
  Score: Raw -1149729.730501 + Penalty 4464.300828 = -1145265.429673
  nChanged 11
		SP:Iteration 28Q (577.200000 sec): 3 clusters
  Score: Raw -1149733.465655 + Penalty 4464.300828 = -1145269.164828
  nChanged 8
		SP:Iteration 29Q (577.220000 sec): 3 clusters
  Score: Raw -1149735.653165 + Penalty 4464.300828 = -1145271.352337
  nChanged 5
		SP:Iteration 30Q (577.240000 sec): 3 clusters
  Score: Raw -1149737.104044 + Penalty 4464.300828 = -1145272.803216
  nChanged 3
		SP:Iteration 31Q (577.270000 sec): 3 clusters
  Score: Raw -1149738.062702 + Penalty 4464.300828 = -1145273.761874
  nChanged 2
		SP:Iteration 32Q (577.300000 sec): 3 clusters
  Score: Raw -1149738.776348 + Penalty 4464.300828 = -1145274.475520
  nChanged 3
		SP:Iteration 33Q (577.320000 sec): 3 clusters
  Score: Raw -1149739.863631 + Penalty 4464.300828 = -1145275.562803
  nChanged 4
		SP:Iteration 34Q (577.340000 sec): 3 clusters
  Score: Raw -1149740.906309 + Penalty 4464.300828 = -1145276.605481
  nChanged 3
		SP:Iteration 35Q (577.370000 sec): 3 clusters
  Score: Raw -1149742.044701 + Penalty 4464.300828 = -1145277.743873
  nChanged 3
		SP:Iteration 36Q (577.390000 sec): 3 clusters
  Score: Raw -1149742.694331 + Penalty 4464.300828 = -1145278.393503
  nChanged 1
		SP:Iteration 37Q (577.420000 sec): 3 clusters
  Score: Raw -1149742.871757 + Penalty 4464.300828 = -1145278.570930
  nChanged 0
		SP:Iteration 38F (577.450000 sec): 3 clusters
  Score: Raw -1149742.871757 + Penalty 4464.300828 = -1145278.570930
  nChanged 0
Iteration 20F (601.380000 sec): 22 clusters
  Score: Raw -117467146.010613 + Penalty 70868.408463 = -117396277.602150
  nChanged 13151
Iteration 21Q (609.330000 sec): 22 clusters
  Score: Raw -117480321.324480 + Penalty 70868.408463 = -117409452.916016
  nChanged 10091
Iteration 22Q (616.910000 sec): 22 clusters
  Score: Raw -117483520.126695 + Penalty 70868.408463 = -117412651.718232
  nChanged 8773
Iteration 23Q (624.380000 sec): 22 clusters
  Score: Raw -117485724.769856 + Penalty 70868.408463 = -117414856.361393
  nChanged 7731
Iteration 24Q (631.830000 sec): 22 clusters
  Score: Raw -117487354.244498 + Penalty 70868.408463 = -117416485.836035
  nChanged 6807
Iteration 25Q (639.250000 sec): 22 clusters
  Score: Raw -117488689.719103 + Penalty 70868.408463 = -117417821.310640
  nChanged 6238
Iteration 26Q (646.640000 sec): 22 clusters
  Score: Raw -117489996.137717 + Penalty 70868.408463 = -117419127.729253
  nChanged 5758
Iteration 27Q (654.040000 sec): 22 clusters
  Score: Raw -117491083.150551 + Penalty 70868.408463 = -117420214.742088
  nChanged 5351
Iteration 28Q (661.420000 sec): 22 clusters
  Score: Raw -117491914.371092 + Penalty 70868.408463 = -117421045.962629
  nChanged 5013
Iteration 29Q (668.770000 sec): 22 clusters
  Score: Raw -117492657.884777 + Penalty 70868.408463 = -117421789.476314
  nChanged 4796
Iteration 30Q (676.110000 sec): 22 clusters
  Score: Raw -117493310.571121 + Penalty 70868.408463 = -117422442.162657
  nChanged 4591
Iteration 31Q (683.420000 sec): 22 clusters
  Score: Raw -117493896.317894 + Penalty 70868.408463 = -117423027.909430
  nChanged 4358
Iteration 32Q (690.720000 sec): 22 clusters
  Score: Raw -117494445.958750 + Penalty 70868.408463 = -117423577.550286
  nChanged 4220
Iteration 33Q (698.040000 sec): 22 clusters
  Score: Raw -117494961.984438 + Penalty 70868.408463 = -117424093.575975
  nChanged 4065
Iteration 34Q (705.380000 sec): 22 clusters
  Score: Raw -117495451.103215 + Penalty 70868.408463 = -117424582.694752
  nChanged 3974
Iteration 35Q (712.680000 sec): 22 clusters
  Score: Raw -117495932.318738 + Penalty 70868.408463 = -117425063.910275
  nChanged 3886
Iteration 36Q (719.970000 sec): 22 clusters
  Score: Raw -117496404.769275 + Penalty 70868.408463 = -117425536.360812
  nChanged 3802
Iteration 37Q (727.250000 sec): 22 clusters
  Score: Raw -117496850.294640 + Penalty 70868.408463 = -117425981.886177
  nChanged 3701
Iteration 38Q (734.540000 sec): 22 clusters
  Score: Raw -117497257.209101 + Penalty 70868.408463 = -117426388.800638
  nChanged 3654
Iteration 39Q (741.800000 sec): 22 clusters
  Score: Raw -117497645.721851 + Penalty 70868.408463 = -117426777.313388
  nChanged 3628
Iteration 40F (765.570000 sec): 22 clusters
  Score: Raw -117503501.555366 + Penalty 70868.408463 = -117432633.146903
  nChanged 3920
Iteration 41Q (773.160000 sec): 22 clusters
  Score: Raw -117508333.066499 + Penalty 70868.408463 = -117437464.658036
  nChanged 3826
Iteration 42Q (780.750000 sec): 22 clusters
  Score: Raw -117509235.778553 + Penalty 70868.408463 = -117438367.370090
  nChanged 3771
Iteration 43Q (788.300000 sec): 22 clusters
  Score: Raw -117509967.189150 + Penalty 70868.408463 = -117439098.780687
  nChanged 3975
Iteration 44Q (795.890000 sec): 22 clusters
  Score: Raw -117510519.043151 + Penalty 70868.408463 = -117439650.634688
  nChanged 4026
Iteration 45Q (803.430000 sec): 22 clusters
  Score: Raw -117511203.263135 + Penalty 70868.408463 = -117440334.854672
  nChanged 3999
Iteration 46Q (810.980000 sec): 22 clusters
  Score: Raw -117511909.685521 + Penalty 70868.408463 = -117441041.277057
  nChanged 3996
Iteration 47Q (818.520000 sec): 22 clusters
  Score: Raw -117512618.958021 + Penalty 70868.408463 = -117441750.549557
  nChanged 3971
Iteration 48Q (826.050000 sec): 22 clusters
  Score: Raw -117513507.374515 + Penalty 70868.408463 = -117442638.966052
  nChanged 4014
Iteration 49Q (833.580000 sec): 22 clusters
  Score: Raw -117513885.656062 + Penalty 70868.408463 = -117443017.247599
  nChanged 4013
Iteration 50Q (841.100000 sec): 22 clusters
  Score: Raw -117514245.912503 + Penalty 70868.408463 = -117443377.504040
  nChanged 4179
Iteration 51Q (848.620000 sec): 22 clusters
  Score: Raw -117514622.420394 + Penalty 70868.408463 = -117443754.011931
  nChanged 4231
Iteration 52Q (856.130000 sec): 22 clusters
  Score: Raw -117515019.218435 + Penalty 70868.408463 = -117444150.809972
  nChanged 4440
Iteration 53Q (863.640000 sec): 22 clusters
  Score: Raw -117515453.117096 + Penalty 70868.408463 = -117444584.708633
  nChanged 4599
Iteration 54Q (871.150000 sec): 22 clusters
  Score: Raw -117515938.834778 + Penalty 70868.408463 = -117445070.426314
  nChanged 4983
Iteration 55Q (878.670000 sec): 22 clusters
  Score: Raw -117516514.705281 + Penalty 70868.408463 = -117445646.296818
  nChanged 5408
Iteration 56Q (886.220000 sec): 22 clusters
  Score: Raw -117517221.106149 + Penalty 70868.408463 = -117446352.697685
  nChanged 5893
Iteration 57Q (893.760000 sec): 22 clusters
  Score: Raw -117518076.207016 + Penalty 70868.408463 = -117447207.798553
  nChanged 6478
Iteration 58Q (901.300000 sec): 22 clusters
  Score: Raw -117519123.596388 + Penalty 70868.408463 = -117448255.187924
  nChanged 7103
Writing temp clu file 
Because OldScore, -117447207.798553, is greater than current (better) Score,-117448255.187924 
 Compute initial score before splitting:   Score: Raw -117519123.596388 + Penalty 70868.408463 = -117448255.187924
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (1300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.460000 sec): 2 clusters
  Score: Raw -189433.906082 + Penalty 1778.189647 = -187655.716435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.470000 sec): 3 clusters
  Score: Raw -189023.702042 + Penalty 3556.379294 = -185467.322748
  nChanged 362
		SP:Iteration 1F (901.480000 sec): 3 clusters
  Score: Raw -189325.263470 + Penalty 3556.379294 = -185768.884176
  nChanged 84
		SP:Iteration 2F (901.480000 sec): 3 clusters
  Score: Raw -189411.472400 + Penalty 3556.379294 = -185855.093106
  nChanged 40
		SP:Iteration 3Q (901.480000 sec): 3 clusters
  Score: Raw -189453.589720 + Penalty 3556.379294 = -185897.210426
  nChanged 24
		SP:Iteration 4Q (901.490000 sec): 3 clusters
  Score: Raw -189484.640767 + Penalty 3556.379294 = -185928.261473
  nChanged 18
		SP:Iteration 5Q (901.500000 sec): 3 clusters
  Score: Raw -189504.428618 + Penalty 3556.379294 = -185948.049324
  nChanged 13
		SP:Iteration 6Q (901.500000 sec): 3 clusters
  Score: Raw -189521.789684 + Penalty 3556.379294 = -185965.410390
  nChanged 20
		SP:Iteration 7Q (901.500000 sec): 3 clusters
  Score: Raw -189539.324066 + Penalty 3556.379294 = -185982.944772
  nChanged 9
		SP:Iteration 8Q (901.510000 sec): 3 clusters
  Score: Raw -189548.663909 + Penalty 3556.379294 = -185992.284616
  nChanged 11
		SP:Iteration 9Q (901.520000 sec): 3 clusters
  Score: Raw -189558.763303 + Penalty 3556.379294 = -186002.384010
  nChanged 13
		SP:Iteration 10Q (901.520000 sec): 3 clusters
  Score: Raw -189570.255187 + Penalty 3556.379294 = -186013.875893
  nChanged 12
		SP:Iteration 11Q (901.520000 sec): 3 clusters
  Score: Raw -189581.442520 + Penalty 3556.379294 = -186025.063226
  nChanged 11
		SP:Iteration 12Q (901.530000 sec): 3 clusters
  Score: Raw -189593.036681 + Penalty 3556.379294 = -186036.657387
  nChanged 8
		SP:Iteration 13Q (901.540000 sec): 3 clusters
  Score: Raw -189598.774900 + Penalty 3556.379294 = -186042.395607
  nChanged 5
		SP:Iteration 14Q (901.540000 sec): 3 clusters
  Score: Raw -189603.066750 + Penalty 3556.379294 = -186046.687457
  nChanged 5
		SP:Iteration 15Q (901.550000 sec): 3 clusters
  Score: Raw -189608.925555 + Penalty 3556.379294 = -186052.546261
  nChanged 5
		SP:Iteration 16Q (901.550000 sec): 3 clusters
  Score: Raw -189617.078012 + Penalty 3556.379294 = -186060.698718
  nChanged 4
		SP:Iteration 17Q (901.560000 sec): 3 clusters
  Score: Raw -189620.544208 + Penalty 3556.379294 = -186064.164914
  nChanged 2
		SP:Iteration 18Q (901.560000 sec): 3 clusters
  Score: Raw -189623.031611 + Penalty 3556.379294 = -186066.652318
  nChanged 0
		SP:Iteration 19F (901.570000 sec): 3 clusters
  Score: Raw -189623.031611 + Penalty 3556.379294 = -186066.652318
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.580000 sec): 2 clusters
  Score: Raw -182124.288917 + Penalty 1765.268019 = -180359.020899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.580000 sec): 3 clusters
  Score: Raw -181784.649686 + Penalty 3530.536037 = -178254.113649
  nChanged 338
		SP:Iteration 1F (901.580000 sec): 3 clusters
  Score: Raw -182137.906601 + Penalty 3530.536037 = -178607.370563
  nChanged 94
		SP:Iteration 2F (901.590000 sec): 3 clusters
  Score: Raw -182286.327721 + Penalty 3530.536037 = -178755.791683
  nChanged 67
		SP:Iteration 3F (901.590000 sec): 3 clusters
  Score: Raw -182359.912015 + Penalty 3530.536037 = -178829.375978
  nChanged 30
		SP:Iteration 4Q (901.600000 sec): 3 clusters
  Score: Raw -182398.244317 + Penalty 3530.536037 = -178867.708280
  nChanged 22
		SP:Iteration 5Q (901.600000 sec): 3 clusters
  Score: Raw -182420.859356 + Penalty 3530.536037 = -178890.323318
  nChanged 13
		SP:Iteration 6Q (901.610000 sec): 3 clusters
  Score: Raw -182436.319545 + Penalty 3530.536037 = -178905.783508
  nChanged 12
		SP:Iteration 7Q (901.610000 sec): 3 clusters
  Score: Raw -182443.885440 + Penalty 3530.536037 = -178913.349402
  nChanged 6
		SP:Iteration 8Q (901.620000 sec): 3 clusters
  Score: Raw -182448.785276 + Penalty 3530.536037 = -178918.249239
  nChanged 5
		SP:Iteration 9Q (901.620000 sec): 3 clusters
  Score: Raw -182456.832323 + Penalty 3530.536037 = -178926.296285
  nChanged 6
		SP:Iteration 10Q (901.630000 sec): 3 clusters
  Score: Raw -182463.285120 + Penalty 3530.536037 = -178932.749083
  nChanged 6
		SP:Iteration 11Q (901.630000 sec): 3 clusters
  Score: Raw -182467.565959 + Penalty 3530.536037 = -178937.029921
  nChanged 2
		SP:Iteration 12Q (901.640000 sec): 3 clusters
  Score: Raw -182469.188512 + Penalty 3530.536037 = -178938.652475
  nChanged 1
		SP:Iteration 13Q (901.640000 sec): 3 clusters
  Score: Raw -182470.944469 + Penalty 3530.536037 = -178940.408432
  nChanged 1
		SP:Iteration 14Q (901.650000 sec): 3 clusters
  Score: Raw -182472.856376 + Penalty 3530.536037 = -178942.320339
  nChanged 1
		SP:Iteration 15Q (901.650000 sec): 3 clusters
  Score: Raw -182473.011040 + Penalty 3530.536037 = -178942.475003
  nChanged 0
		SP:Iteration 16F (901.660000 sec): 3 clusters
  Score: Raw -182473.011040 + Penalty 3530.536037 = -178942.475003
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.660000 sec): 2 clusters
  Score: Raw -57770.450672 + Penalty 1522.156309 = -56248.294363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.660000 sec): 3 clusters
  Score: Raw -58098.531365 + Penalty 3044.312619 = -55054.218746
  nChanged 118
		SP:Iteration 1F (901.660000 sec): 3 clusters
  Score: Raw -58636.489317 + Penalty 3044.312619 = -55592.176698
  nChanged 77
		SP:Iteration 2F (901.670000 sec): 3 clusters
  Score: Raw -59035.564592 + Penalty 3044.312619 = -55991.251974
  nChanged 18
		SP:Iteration 3Q (901.670000 sec): 3 clusters
  Score: Raw -59285.398585 + Penalty 3044.312619 = -56241.085966
  nChanged 12
		SP:Iteration 4Q (901.670000 sec): 3 clusters
  Score: Raw -59389.825130 + Penalty 3044.312619 = -56345.512511
  nChanged 7
		SP:Iteration 5Q (901.670000 sec): 3 clusters
  Score: Raw -59602.271846 + Penalty 3044.312619 = -56557.959227
  nChanged 5
		SP:Iteration 6Q (901.670000 sec): 3 clusters
  Score: Raw -59863.463716 + Penalty 3044.312619 = -56819.151097
  nChanged 5
		SP:Iteration 7Q (901.670000 sec): 3 clusters
  Score: Raw -59930.342886 + Penalty 3044.312619 = -56886.030267
  nChanged 4
		SP:Iteration 8Q (901.680000 sec): 3 clusters
  Score: Raw -59951.841181 + Penalty 3044.312619 = -56907.528562
  nChanged 5
		SP:Iteration 9Q (901.680000 sec): 3 clusters
  Score: Raw -59975.036365 + Penalty 3044.312619 = -56930.723747
  nChanged 1
		SP:Iteration 10Q (901.680000 sec): 3 clusters
  Score: Raw -59977.888359 + Penalty 3044.312619 = -56933.575740
  nChanged 0
		SP:Iteration 11F (901.680000 sec): 3 clusters
  Score: Raw -59982.080228 + Penalty 3044.312619 = -56937.767609
  nChanged 1
		SP:Iteration 12Q (901.680000 sec): 3 clusters
  Score: Raw -59988.372581 + Penalty 3044.312619 = -56944.059963
  nChanged 0
		SP:Iteration 13F (901.680000 sec): 3 clusters
  Score: Raw -59988.372581 + Penalty 3044.312619 = -56944.059963
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 22.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (1654 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.700000 sec): 2 clusters
  Score: Raw -242793.460689 + Penalty 1837.916065 = -240955.544624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.700000 sec): 3 clusters
  Score: Raw -242231.930939 + Penalty 3675.832130 = -238556.098808
  nChanged 486
		SP:Iteration 1F (901.710000 sec): 3 clusters
  Score: Raw -242604.968069 + Penalty 3675.832130 = -238929.135939
  nChanged 112
		SP:Iteration 2F (901.720000 sec): 3 clusters
  Score: Raw -242705.290817 + Penalty 3675.832130 = -239029.458687
  nChanged 67
		SP:Iteration 3Q (901.720000 sec): 3 clusters
  Score: Raw -242754.178928 + Penalty 3675.832130 = -239078.346798
  nChanged 44
		SP:Iteration 4Q (901.730000 sec): 3 clusters
  Score: Raw -242793.461312 + Penalty 3675.832130 = -239117.629182
  nChanged 22
		SP:Iteration 5Q (901.740000 sec): 3 clusters
  Score: Raw -242818.608862 + Penalty 3675.832130 = -239142.776731
  nChanged 23
		SP:Iteration 6Q (901.740000 sec): 3 clusters
  Score: Raw -242845.723048 + Penalty 3675.832130 = -239169.890917
  nChanged 22
		SP:Iteration 7Q (901.750000 sec): 3 clusters
  Score: Raw -242860.306583 + Penalty 3675.832130 = -239184.474453
  nChanged 15
		SP:Iteration 8Q (901.750000 sec): 3 clusters
  Score: Raw -242873.602448 + Penalty 3675.832130 = -239197.770318
  nChanged 9
		SP:Iteration 9Q (901.760000 sec): 3 clusters
  Score: Raw -242880.637985 + Penalty 3675.832130 = -239204.805855
  nChanged 4
		SP:Iteration 10Q (901.770000 sec): 3 clusters
  Score: Raw -242883.827565 + Penalty 3675.832130 = -239207.995435
  nChanged 7
		SP:Iteration 11Q (901.770000 sec): 3 clusters
  Score: Raw -242889.071841 + Penalty 3675.832130 = -239213.239711
  nChanged 3
		SP:Iteration 12Q (901.780000 sec): 3 clusters
  Score: Raw -242891.434703 + Penalty 3675.832130 = -239215.602572
  nChanged 4
		SP:Iteration 13Q (901.780000 sec): 3 clusters
  Score: Raw -242893.591913 + Penalty 3675.832130 = -239217.759782
  nChanged 0
		SP:Iteration 14F (901.790000 sec): 3 clusters
  Score: Raw -242893.591913 + Penalty 3675.832130 = -239217.759782
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (1057 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.800000 sec): 2 clusters
  Score: Raw -137554.486300 + Penalty 1726.871116 = -135827.615183
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.800000 sec): 3 clusters
  Score: Raw -137410.721518 + Penalty 3453.742233 = -133956.979285
  nChanged 326
		SP:Iteration 1F (901.810000 sec): 3 clusters
  Score: Raw -138363.509565 + Penalty 3453.742233 = -134909.767332
  nChanged 143
		SP:Iteration 2F (901.810000 sec): 3 clusters
  Score: Raw -138901.306244 + Penalty 3453.742233 = -135447.564011
  nChanged 62
		SP:Iteration 3F (901.820000 sec): 3 clusters
  Score: Raw -139100.256417 + Penalty 3453.742233 = -135646.514184
  nChanged 36
		SP:Iteration 4Q (901.820000 sec): 3 clusters
  Score: Raw -139190.712807 + Penalty 3453.742233 = -135736.970574
  nChanged 19
		SP:Iteration 5Q (901.820000 sec): 3 clusters
  Score: Raw -139225.419042 + Penalty 3453.742233 = -135771.676809
  nChanged 9
		SP:Iteration 6Q (901.830000 sec): 3 clusters
  Score: Raw -139245.108695 + Penalty 3453.742233 = -135791.366462
  nChanged 8
		SP:Iteration 7Q (901.830000 sec): 3 clusters
  Score: Raw -139278.934716 + Penalty 3453.742233 = -135825.192483
  nChanged 11
		SP:Iteration 8Q (901.830000 sec): 3 clusters
  Score: Raw -139324.994936 + Penalty 3453.742233 = -135871.252703
  nChanged 11
		SP:Iteration 9Q (901.840000 sec): 3 clusters
  Score: Raw -139350.977884 + Penalty 3453.742233 = -135897.235651
  nChanged 13
		SP:Iteration 10Q (901.840000 sec): 3 clusters
  Score: Raw -139393.491184 + Penalty 3453.742233 = -135939.748951
  nChanged 21
		SP:Iteration 11Q (901.840000 sec): 3 clusters
  Score: Raw -139453.475007 + Penalty 3453.742233 = -135999.732774
  nChanged 16
		SP:Iteration 12Q (901.850000 sec): 3 clusters
  Score: Raw -139512.606870 + Penalty 3453.742233 = -136058.864637
  nChanged 22
		SP:Iteration 13Q (901.850000 sec): 3 clusters
  Score: Raw -139592.878732 + Penalty 3453.742233 = -136139.136499
  nChanged 29
		SP:Iteration 14Q (901.850000 sec): 3 clusters
  Score: Raw -139740.368543 + Penalty 3453.742233 = -136286.626310
  nChanged 35
		SP:Iteration 15Q (901.860000 sec): 3 clusters
  Score: Raw -139943.017416 + Penalty 3453.742233 = -136489.275183
  nChanged 28
		SP:Iteration 16Q (901.860000 sec): 3 clusters
  Score: Raw -140116.859103 + Penalty 3453.742233 = -136663.116870
  nChanged 19
		SP:Iteration 17Q (901.860000 sec): 3 clusters
  Score: Raw -140249.355443 + Penalty 3453.742233 = -136795.613210
  nChanged 18
		SP:Iteration 18Q (901.870000 sec): 3 clusters
  Score: Raw -140325.863472 + Penalty 3453.742233 = -136872.121239
  nChanged 9
		SP:Iteration 19Q (901.870000 sec): 3 clusters
  Score: Raw -140348.401601 + Penalty 3453.742233 = -136894.659368
  nChanged 1
		SP:Iteration 20F (901.870000 sec): 3 clusters
  Score: Raw -140354.270873 + Penalty 3453.742233 = -136900.528640
  nChanged 1
		SP:Iteration 21Q (901.880000 sec): 3 clusters
  Score: Raw -140357.736782 + Penalty 3453.742233 = -136903.994549
  nChanged 0
		SP:Iteration 22F (901.880000 sec): 3 clusters
  Score: Raw -140357.736782 + Penalty 3453.742233 = -136903.994549
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 23.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (19609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.960000 sec): 2 clusters
  Score: Raw -2715613.375330 + Penalty 2451.168493 = -2713162.206837
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (902.040000 sec): 3 clusters
  Score: Raw -2704199.277454 + Penalty 4902.336986 = -2699296.940468
  nChanged 8641
		SP:Iteration 1F (902.120000 sec): 3 clusters
  Score: Raw -2708786.040295 + Penalty 4902.336986 = -2703883.703309
  nChanged 1123
		SP:Iteration 2F (902.200000 sec): 3 clusters
  Score: Raw -2709273.003791 + Penalty 4902.336986 = -2704370.666805
  nChanged 1016
		SP:Iteration 3F (902.280000 sec): 3 clusters
  Score: Raw -2709711.972191 + Penalty 4902.336986 = -2704809.635205
  nChanged 948
		SP:Iteration 4Q (902.360000 sec): 3 clusters
  Score: Raw -2710148.334168 + Penalty 4902.336986 = -2705245.997182
  nChanged 883
		SP:Iteration 5Q (902.430000 sec): 3 clusters
  Score: Raw -2710555.944109 + Penalty 4902.336986 = -2705653.607123
  nChanged 867
		SP:Iteration 6Q (902.510000 sec): 3 clusters
  Score: Raw -2710971.298827 + Penalty 4902.336986 = -2706068.961841
  nChanged 856
		SP:Iteration 7Q (902.590000 sec): 3 clusters
  Score: Raw -2711392.741956 + Penalty 4902.336986 = -2706490.404970
  nChanged 805
		SP:Iteration 8Q (902.670000 sec): 3 clusters
  Score: Raw -2711814.362694 + Penalty 4902.336986 = -2706912.025708
  nChanged 800
		SP:Iteration 9Q (902.750000 sec): 3 clusters
  Score: Raw -2712232.303380 + Penalty 4902.336986 = -2707329.966394
  nChanged 773
		SP:Iteration 10Q (902.830000 sec): 3 clusters
  Score: Raw -2712601.498453 + Penalty 4902.336986 = -2707699.161467
  nChanged 651
		SP:Iteration 11Q (902.910000 sec): 3 clusters
  Score: Raw -2712899.102041 + Penalty 4902.336986 = -2707996.765055
  nChanged 619
		SP:Iteration 12Q (902.990000 sec): 3 clusters
  Score: Raw -2713150.949152 + Penalty 4902.336986 = -2708248.612166
  nChanged 499
		SP:Iteration 13Q (903.070000 sec): 3 clusters
  Score: Raw -2713335.084441 + Penalty 4902.336986 = -2708432.747455
  nChanged 403
		SP:Iteration 14Q (903.140000 sec): 3 clusters
  Score: Raw -2713473.516066 + Penalty 4902.336986 = -2708571.179080
  nChanged 335
		SP:Iteration 15Q (903.220000 sec): 3 clusters
  Score: Raw -2713566.243818 + Penalty 4902.336986 = -2708663.906832
  nChanged 275
		SP:Iteration 16Q (903.300000 sec): 3 clusters
  Score: Raw -2713646.145158 + Penalty 4902.336986 = -2708743.808172
  nChanged 248
		SP:Iteration 17Q (903.380000 sec): 3 clusters
  Score: Raw -2713718.443902 + Penalty 4902.336986 = -2708816.106916
  nChanged 231
		SP:Iteration 18Q (903.450000 sec): 3 clusters
  Score: Raw -2713780.007044 + Penalty 4902.336986 = -2708877.670058
  nChanged 220
		SP:Iteration 19Q (903.530000 sec): 3 clusters
  Score: Raw -2713845.837339 + Penalty 4902.336986 = -2708943.500353
  nChanged 231
		SP:Iteration 20F (903.600000 sec): 3 clusters
  Score: Raw -2713928.680976 + Penalty 4902.336986 = -2709026.343990
  nChanged 256
		SP:Iteration 21Q (903.680000 sec): 3 clusters
  Score: Raw -2714013.937100 + Penalty 4902.336986 = -2709111.600114
  nChanged 235
		SP:Iteration 22Q (903.750000 sec): 3 clusters
  Score: Raw -2714081.992791 + Penalty 4902.336986 = -2709179.655805
  nChanged 211
		SP:Iteration 23Q (903.830000 sec): 3 clusters
  Score: Raw -2714148.726577 + Penalty 4902.336986 = -2709246.389590
  nChanged 203
		SP:Iteration 24Q (903.900000 sec): 3 clusters
  Score: Raw -2714210.350450 + Penalty 4902.336986 = -2709308.013464
  nChanged 208
		SP:Iteration 25Q (903.980000 sec): 3 clusters
  Score: Raw -2714273.284171 + Penalty 4902.336986 = -2709370.947185
  nChanged 218
		SP:Iteration 26Q (904.050000 sec): 3 clusters
  Score: Raw -2714335.809337 + Penalty 4902.336986 = -2709433.472351
  nChanged 197
		SP:Iteration 27Q (904.130000 sec): 3 clusters
  Score: Raw -2714385.804597 + Penalty 4902.336986 = -2709483.467611
  nChanged 175
		SP:Iteration 28Q (904.200000 sec): 3 clusters
  Score: Raw -2714436.693163 + Penalty 4902.336986 = -2709534.356177
  nChanged 181
		SP:Iteration 29Q (904.280000 sec): 3 clusters
  Score: Raw -2714489.140869 + Penalty 4902.336986 = -2709586.803883
  nChanged 165
		SP:Iteration 30Q (904.350000 sec): 3 clusters
  Score: Raw -2714534.635920 + Penalty 4902.336986 = -2709632.298934
  nChanged 146
		SP:Iteration 31Q (904.420000 sec): 3 clusters
  Score: Raw -2714577.298208 + Penalty 4902.336986 = -2709674.961222
  nChanged 174
		SP:Iteration 32Q (904.500000 sec): 3 clusters
  Score: Raw -2714633.669376 + Penalty 4902.336986 = -2709731.332390
  nChanged 201
		SP:Iteration 33Q (904.570000 sec): 3 clusters
  Score: Raw -2714711.113579 + Penalty 4902.336986 = -2709808.776593
  nChanged 226
		SP:Iteration 34Q (904.640000 sec): 3 clusters
  Score: Raw -2714798.164633 + Penalty 4902.336986 = -2709895.827647
  nChanged 215
		SP:Iteration 35Q (904.710000 sec): 3 clusters
  Score: Raw -2714879.513736 + Penalty 4902.336986 = -2709977.176750
  nChanged 240
		SP:Iteration 36Q (904.780000 sec): 3 clusters
  Score: Raw -2714979.583488 + Penalty 4902.336986 = -2710077.246502
  nChanged 253
		SP:Iteration 37Q (904.860000 sec): 3 clusters
  Score: Raw -2715090.132148 + Penalty 4902.336986 = -2710187.795162
  nChanged 242
		SP:Iteration 38Q (904.930000 sec): 3 clusters
  Score: Raw -2715205.453597 + Penalty 4902.336986 = -2710303.116611
  nChanged 235
		SP:Iteration 39Q (905.000000 sec): 3 clusters
  Score: Raw -2715314.999941 + Penalty 4902.336986 = -2710412.662955
  nChanged 240
		SP:Iteration 40F (905.080000 sec): 3 clusters
  Score: Raw -2715429.470456 + Penalty 4902.336986 = -2710527.133469
  nChanged 239
		SP:Iteration 41Q (905.150000 sec): 3 clusters
  Score: Raw -2715552.683093 + Penalty 4902.336986 = -2710650.346107
  nChanged 219
		SP:Iteration 42Q (905.220000 sec): 3 clusters
  Score: Raw -2715675.381152 + Penalty 4902.336986 = -2710773.044166
  nChanged 235
		SP:Iteration 43Q (905.290000 sec): 3 clusters
  Score: Raw -2715790.090491 + Penalty 4902.336986 = -2710887.753505
  nChanged 209
		SP:Iteration 44Q (905.360000 sec): 3 clusters
  Score: Raw -2715875.003044 + Penalty 4902.336986 = -2710972.666058
  nChanged 172
		SP:Iteration 45Q (905.420000 sec): 3 clusters
  Score: Raw -2715936.822617 + Penalty 4902.336986 = -2711034.485631
  nChanged 156
		SP:Iteration 46Q (905.490000 sec): 3 clusters
  Score: Raw -2715993.964713 + Penalty 4902.336986 = -2711091.627727
  nChanged 134
		SP:Iteration 47Q (905.560000 sec): 3 clusters
  Score: Raw -2716036.811916 + Penalty 4902.336986 = -2711134.474930
  nChanged 115
		SP:Iteration 48Q (905.630000 sec): 3 clusters
  Score: Raw -2716067.498268 + Penalty 4902.336986 = -2711165.161282
  nChanged 98
		SP:Iteration 49Q (905.700000 sec): 3 clusters
  Score: Raw -2716095.764668 + Penalty 4902.336986 = -2711193.427682
  nChanged 84
		SP:Iteration 50Q (905.760000 sec): 3 clusters
  Score: Raw -2716121.608979 + Penalty 4902.336986 = -2711219.271993
  nChanged 80
		SP:Iteration 51Q (905.830000 sec): 3 clusters
  Score: Raw -2716139.878594 + Penalty 4902.336986 = -2711237.541608
  nChanged 65
		SP:Iteration 52Q (905.890000 sec): 3 clusters
  Score: Raw -2716155.772776 + Penalty 4902.336986 = -2711253.435790
  nChanged 57
		SP:Iteration 53Q (905.960000 sec): 3 clusters
  Score: Raw -2716171.075928 + Penalty 4902.336986 = -2711268.738941
  nChanged 63
		SP:Iteration 54Q (906.020000 sec): 3 clusters
  Score: Raw -2716185.421103 + Penalty 4902.336986 = -2711283.084117
  nChanged 54
		SP:Iteration 55Q (906.090000 sec): 3 clusters
  Score: Raw -2716198.337677 + Penalty 4902.336986 = -2711296.000691
  nChanged 66
		SP:Iteration 56Q (906.160000 sec): 3 clusters
  Score: Raw -2716214.372901 + Penalty 4902.336986 = -2711312.035915
  nChanged 58
		SP:Iteration 57Q (906.220000 sec): 3 clusters
  Score: Raw -2716228.745931 + Penalty 4902.336986 = -2711326.408945
  nChanged 65
		SP:Iteration 58Q (906.280000 sec): 3 clusters
  Score: Raw -2716244.861675 + Penalty 4902.336986 = -2711342.524689
  nChanged 67
		SP:Iteration 59Q (906.350000 sec): 3 clusters
  Score: Raw -2716262.452658 + Penalty 4902.336986 = -2711360.115672
  nChanged 70
		SP:Iteration 60F (906.430000 sec): 3 clusters
  Score: Raw -2716282.561292 + Penalty 4902.336986 = -2711380.224306
  nChanged 80
		SP:Iteration 61Q (906.490000 sec): 3 clusters
  Score: Raw -2716303.857776 + Penalty 4902.336986 = -2711401.520790
  nChanged 70
		SP:Iteration 62Q (906.560000 sec): 3 clusters
  Score: Raw -2716325.305190 + Penalty 4902.336986 = -2711422.968204
  nChanged 73
		SP:Iteration 63Q (906.620000 sec): 3 clusters
  Score: Raw -2716343.366402 + Penalty 4902.336986 = -2711441.029416
  nChanged 55
		SP:Iteration 64Q (906.690000 sec): 3 clusters
  Score: Raw -2716355.385057 + Penalty 4902.336986 = -2711453.048071
  nChanged 40
		SP:Iteration 65Q (906.750000 sec): 3 clusters
  Score: Raw -2716364.599131 + Penalty 4902.336986 = -2711462.262145
  nChanged 36
		SP:Iteration 66Q (906.820000 sec): 3 clusters
  Score: Raw -2716372.708041 + Penalty 4902.336986 = -2711470.371055
  nChanged 27
		SP:Iteration 67Q (906.880000 sec): 3 clusters
  Score: Raw -2716378.331907 + Penalty 4902.336986 = -2711475.994921
  nChanged 26
		SP:Iteration 68Q (906.950000 sec): 3 clusters
  Score: Raw -2716384.679741 + Penalty 4902.336986 = -2711482.342755
  nChanged 21
		SP:Iteration 69Q (907.010000 sec): 3 clusters
  Score: Raw -2716388.003910 + Penalty 4902.336986 = -2711485.666924
  nChanged 15
		SP:Iteration 70Q (907.080000 sec): 3 clusters
  Score: Raw -2716390.634066 + Penalty 4902.336986 = -2711488.297080
  nChanged 14
		SP:Iteration 71Q (907.140000 sec): 3 clusters
  Score: Raw -2716392.690316 + Penalty 4902.336986 = -2711490.353330
  nChanged 17
		SP:Iteration 72Q (907.200000 sec): 3 clusters
  Score: Raw -2716395.107739 + Penalty 4902.336986 = -2711492.770753
  nChanged 18
		SP:Iteration 73Q (907.270000 sec): 3 clusters
  Score: Raw -2716397.939264 + Penalty 4902.336986 = -2711495.602278
  nChanged 14
		SP:Iteration 74Q (907.330000 sec): 3 clusters
  Score: Raw -2716399.987031 + Penalty 4902.336986 = -2711497.650045
  nChanged 10
		SP:Iteration 75Q (907.400000 sec): 3 clusters
  Score: Raw -2716401.437957 + Penalty 4902.336986 = -2711499.100971
  nChanged 12
		SP:Iteration 76Q (907.460000 sec): 3 clusters
  Score: Raw -2716403.674105 + Penalty 4902.336986 = -2711501.337119
  nChanged 12
		SP:Iteration 77Q (907.520000 sec): 3 clusters
  Score: Raw -2716406.021879 + Penalty 4902.336986 = -2711503.684892
  nChanged 16
		SP:Iteration 78Q (907.590000 sec): 3 clusters
  Score: Raw -2716409.232094 + Penalty 4902.336986 = -2711506.895108
  nChanged 15
		SP:Iteration 79Q (907.650000 sec): 3 clusters
  Score: Raw -2716411.614500 + Penalty 4902.336986 = -2711509.277514
  nChanged 11
		SP:Iteration 80F (907.730000 sec): 3 clusters
  Score: Raw -2716413.322199 + Penalty 4902.336986 = -2711510.985213
  nChanged 9
		SP:Iteration 81Q (907.790000 sec): 3 clusters
  Score: Raw -2716415.089172 + Penalty 4902.336986 = -2711512.752186
  nChanged 12
		SP:Iteration 82Q (907.860000 sec): 3 clusters
  Score: Raw -2716417.196301 + Penalty 4902.336986 = -2711514.859315
  nChanged 8
		SP:Iteration 83Q (907.920000 sec): 3 clusters
  Score: Raw -2716418.427475 + Penalty 4902.336986 = -2711516.090489
  nChanged 6
		SP:Iteration 84Q (907.980000 sec): 3 clusters
  Score: Raw -2716419.255269 + Penalty 4902.336986 = -2711516.918283
  nChanged 10
		SP:Iteration 85Q (908.050000 sec): 3 clusters
  Score: Raw -2716420.553038 + Penalty 4902.336986 = -2711518.216052
  nChanged 11
		SP:Iteration 86Q (908.110000 sec): 3 clusters
  Score: Raw -2716422.602254 + Penalty 4902.336986 = -2711520.265268
  nChanged 14
		SP:Iteration 87Q (908.170000 sec): 3 clusters
  Score: Raw -2716425.307239 + Penalty 4902.336986 = -2711522.970253
  nChanged 17
		SP:Iteration 88Q (908.230000 sec): 3 clusters
  Score: Raw -2716428.800278 + Penalty 4902.336986 = -2711526.463292
  nChanged 15
		SP:Iteration 89Q (908.290000 sec): 3 clusters
  Score: Raw -2716432.407934 + Penalty 4902.336986 = -2711530.070948
  nChanged 11
		SP:Iteration 90Q (908.350000 sec): 3 clusters
  Score: Raw -2716434.604119 + Penalty 4902.336986 = -2711532.267133
  nChanged 12
		SP:Iteration 91Q (908.400000 sec): 3 clusters
  Score: Raw -2716437.042684 + Penalty 4902.336986 = -2711534.705698
  nChanged 11
		SP:Iteration 92Q (908.460000 sec): 3 clusters
  Score: Raw -2716439.116177 + Penalty 4902.336986 = -2711536.779191
  nChanged 11
		SP:Iteration 93Q (908.520000 sec): 3 clusters
  Score: Raw -2716440.789247 + Penalty 4902.336986 = -2711538.452261
  nChanged 9
		SP:Iteration 94Q (908.580000 sec): 3 clusters
  Score: Raw -2716442.159326 + Penalty 4902.336986 = -2711539.822340
  nChanged 4
		SP:Iteration 95Q (908.640000 sec): 3 clusters
  Score: Raw -2716442.525351 + Penalty 4902.336986 = -2711540.188365
  nChanged 1
		SP:Iteration 96Q (908.690000 sec): 3 clusters
  Score: Raw -2716442.615826 + Penalty 4902.336986 = -2711540.278840
  nChanged 1
		SP:Iteration 97Q (908.750000 sec): 3 clusters
  Score: Raw -2716442.774762 + Penalty 4902.336986 = -2711540.437776
  nChanged 3
		SP:Iteration 98Q (908.810000 sec): 3 clusters
  Score: Raw -2716443.196502 + Penalty 4902.336986 = -2711540.859516
  nChanged 6
		SP:Iteration 99Q (908.860000 sec): 3 clusters
  Score: Raw -2716444.258735 + Penalty 4902.336986 = -2711541.921749
  nChanged 9
		SP:Iteration 100F (908.940000 sec): 3 clusters
  Score: Raw -2716446.092275 + Penalty 4902.336986 = -2711543.755289
  nChanged 8
		SP:Iteration 101Q (909.000000 sec): 3 clusters
  Score: Raw -2716448.127981 + Penalty 4902.336986 = -2711545.790995
  nChanged 8
		SP:Iteration 102Q (909.060000 sec): 3 clusters
  Score: Raw -2716449.459466 + Penalty 4902.336986 = -2711547.122480
  nChanged 8
		SP:Iteration 103Q (909.110000 sec): 3 clusters
  Score: Raw -2716450.566159 + Penalty 4902.336986 = -2711548.229173
  nChanged 3
		SP:Iteration 104Q (909.170000 sec): 3 clusters
  Score: Raw -2716451.106589 + Penalty 4902.336986 = -2711548.769603
  nChanged 2
		SP:Iteration 105Q (909.230000 sec): 3 clusters
  Score: Raw -2716451.579124 + Penalty 4902.336986 = -2711549.242138
  nChanged 5
		SP:Iteration 106Q (909.290000 sec): 3 clusters
  Score: Raw -2716453.035744 + Penalty 4902.336986 = -2711550.698758
  nChanged 4
		SP:Iteration 107Q (909.340000 sec): 3 clusters
  Score: Raw -2716453.856711 + Penalty 4902.336986 = -2711551.519725
  nChanged 2
		SP:Iteration 108Q (909.400000 sec): 3 clusters
  Score: Raw -2716454.043597 + Penalty 4902.336986 = -2711551.706611
  nChanged 2
		SP:Iteration 109Q (909.460000 sec): 3 clusters
  Score: Raw -2716454.296510 + Penalty 4902.336986 = -2711551.959524
  nChanged 2
		SP:Iteration 110Q (909.520000 sec): 3 clusters
  Score: Raw -2716454.716352 + Penalty 4902.336986 = -2711552.379366
  nChanged 4
		SP:Iteration 111Q (909.580000 sec): 3 clusters
  Score: Raw -2716455.583963 + Penalty 4902.336986 = -2711553.246977
  nChanged 6
		SP:Iteration 112Q (909.630000 sec): 3 clusters
  Score: Raw -2716457.529129 + Penalty 4902.336986 = -2711555.192143
  nChanged 7
		SP:Iteration 113Q (909.690000 sec): 3 clusters
  Score: Raw -2716458.916862 + Penalty 4902.336986 = -2711556.579876
  nChanged 3
		SP:Iteration 114Q (909.740000 sec): 3 clusters
  Score: Raw -2716459.225603 + Penalty 4902.336986 = -2711556.888617
  nChanged 2
		SP:Iteration 115Q (909.800000 sec): 3 clusters
  Score: Raw -2716459.442264 + Penalty 4902.336986 = -2711557.105278
  nChanged 5
		SP:Iteration 116Q (909.860000 sec): 3 clusters
  Score: Raw -2716460.149599 + Penalty 4902.336986 = -2711557.812613
  nChanged 3
		SP:Iteration 117Q (909.920000 sec): 3 clusters
  Score: Raw -2716461.087355 + Penalty 4902.336986 = -2711558.750369
  nChanged 3
		SP:Iteration 118Q (909.970000 sec): 3 clusters
  Score: Raw -2716461.887006 + Penalty 4902.336986 = -2711559.550020
  nChanged 3
		SP:Iteration 119Q (910.030000 sec): 3 clusters
  Score: Raw -2716462.564796 + Penalty 4902.336986 = -2711560.227810
  nChanged 5
		SP:Iteration 120F (910.100000 sec): 3 clusters
  Score: Raw -2716463.455966 + Penalty 4902.336986 = -2711561.118980
  nChanged 1
		SP:Iteration 121Q (910.160000 sec): 3 clusters
  Score: Raw -2716463.628339 + Penalty 4902.336986 = -2711561.291353
  nChanged 0
		SP:Iteration 122F (910.230000 sec): 3 clusters
  Score: Raw -2716463.628339 + Penalty 4902.336986 = -2711561.291353
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (9331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (910.260000 sec): 2 clusters
  Score: Raw -1355092.243905 + Penalty 2266.992172 = -1352825.251732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (910.300000 sec): 3 clusters
  Score: Raw -1350159.442178 + Penalty 4533.984345 = -1345625.457833
  nChanged 3832
		SP:Iteration 1F (910.330000 sec): 3 clusters
  Score: Raw -1352777.664612 + Penalty 4533.984345 = -1348243.680267
  nChanged 1001
		SP:Iteration 2F (910.370000 sec): 3 clusters
  Score: Raw -1354248.311300 + Penalty 4533.984345 = -1349714.326955
  nChanged 1154
		SP:Iteration 3F (910.400000 sec): 3 clusters
  Score: Raw -1355858.844229 + Penalty 4533.984345 = -1351324.859884
  nChanged 951
		SP:Iteration 4F (910.440000 sec): 3 clusters
  Score: Raw -1356886.547506 + Penalty 4533.984345 = -1352352.563162
  nChanged 632
		SP:Iteration 5F (910.470000 sec): 3 clusters
  Score: Raw -1357481.816451 + Penalty 4533.984345 = -1352947.832106
  nChanged 353
		SP:Iteration 6Q (910.500000 sec): 3 clusters
  Score: Raw -1357786.003282 + Penalty 4533.984345 = -1353252.018937
  nChanged 217
		SP:Iteration 7Q (910.530000 sec): 3 clusters
  Score: Raw -1357948.087962 + Penalty 4533.984345 = -1353414.103617
  nChanged 137
		SP:Iteration 8Q (910.570000 sec): 3 clusters
  Score: Raw -1358045.438653 + Penalty 4533.984345 = -1353511.454309
  nChanged 93
		SP:Iteration 9Q (910.600000 sec): 3 clusters
  Score: Raw -1358097.350194 + Penalty 4533.984345 = -1353563.365849
  nChanged 61
		SP:Iteration 10Q (910.630000 sec): 3 clusters
  Score: Raw -1358131.459053 + Penalty 4533.984345 = -1353597.474709
  nChanged 55
		SP:Iteration 11Q (910.660000 sec): 3 clusters
  Score: Raw -1358169.849478 + Penalty 4533.984345 = -1353635.865134
  nChanged 51
		SP:Iteration 12Q (910.690000 sec): 3 clusters
  Score: Raw -1358197.003249 + Penalty 4533.984345 = -1353663.018905
  nChanged 38
		SP:Iteration 13Q (910.720000 sec): 3 clusters
  Score: Raw -1358212.619334 + Penalty 4533.984345 = -1353678.634990
  nChanged 30
		SP:Iteration 14Q (910.750000 sec): 3 clusters
  Score: Raw -1358223.083624 + Penalty 4533.984345 = -1353689.099279
  nChanged 18
		SP:Iteration 15Q (910.780000 sec): 3 clusters
  Score: Raw -1358231.113677 + Penalty 4533.984345 = -1353697.129332
  nChanged 24
		SP:Iteration 16Q (910.810000 sec): 3 clusters
  Score: Raw -1358240.299089 + Penalty 4533.984345 = -1353706.314745
  nChanged 22
		SP:Iteration 17Q (910.840000 sec): 3 clusters
  Score: Raw -1358248.443878 + Penalty 4533.984345 = -1353714.459533
  nChanged 19
		SP:Iteration 18Q (910.870000 sec): 3 clusters
  Score: Raw -1358255.105395 + Penalty 4533.984345 = -1353721.121050
  nChanged 13
		SP:Iteration 19Q (910.900000 sec): 3 clusters
  Score: Raw -1358259.047009 + Penalty 4533.984345 = -1353725.062664
  nChanged 14
		SP:Iteration 20F (910.930000 sec): 3 clusters
  Score: Raw -1358262.990222 + Penalty 4533.984345 = -1353729.005877
  nChanged 3
		SP:Iteration 21Q (910.960000 sec): 3 clusters
  Score: Raw -1358264.074870 + Penalty 4533.984345 = -1353730.090525
  nChanged 2
		SP:Iteration 22Q (910.990000 sec): 3 clusters
  Score: Raw -1358264.395768 + Penalty 4533.984345 = -1353730.411423
  nChanged 1
		SP:Iteration 23Q (911.020000 sec): 3 clusters
  Score: Raw -1358264.466657 + Penalty 4533.984345 = -1353730.482312
  nChanged 0
		SP:Iteration 24F (911.050000 sec): 3 clusters
  Score: Raw -1358264.466657 + Penalty 4533.984345 = -1353730.482312
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 24.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (104488 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (911.430000 sec): 2 clusters
  Score: Raw -15631602.948520 + Penalty 2866.093223 = -15628736.855297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (911.830000 sec): 3 clusters
  Score: Raw -15564538.428353 + Penalty 5732.186446 = -15558806.241907
  nChanged 49567
		SP:Iteration 1F (912.220000 sec): 3 clusters
  Score: Raw -15594086.487916 + Penalty 5732.186446 = -15588354.301470
  nChanged 5533
		SP:Iteration 2F (912.620000 sec): 3 clusters
  Score: Raw -15597273.919552 + Penalty 5732.186446 = -15591541.733106
  nChanged 7271
		SP:Iteration 3F (913.030000 sec): 3 clusters
  Score: Raw -15602900.403479 + Penalty 5732.186446 = -15597168.217033
  nChanged 8585
		SP:Iteration 4F (913.430000 sec): 3 clusters
  Score: Raw -15610124.286115 + Penalty 5732.186446 = -15604392.099670
  nChanged 8252
		SP:Iteration 5F (913.820000 sec): 3 clusters
  Score: Raw -15616443.902828 + Penalty 5732.186446 = -15610711.716382
  nChanged 6387
		SP:Iteration 6F (914.220000 sec): 3 clusters
  Score: Raw -15620250.542723 + Penalty 5732.186446 = -15614518.356277
  nChanged 4470
		SP:Iteration 7Q (914.610000 sec): 3 clusters
  Score: Raw -15622307.934486 + Penalty 5732.186446 = -15616575.748041
  nChanged 3118
		SP:Iteration 8Q (915.010000 sec): 3 clusters
  Score: Raw -15623499.306136 + Penalty 5732.186446 = -15617767.119690
  nChanged 2309
		SP:Iteration 9Q (915.400000 sec): 3 clusters
  Score: Raw -15624335.659472 + Penalty 5732.186446 = -15618603.473027
  nChanged 1993
		SP:Iteration 10Q (915.790000 sec): 3 clusters
  Score: Raw -15625099.333163 + Penalty 5732.186446 = -15619367.146718
  nChanged 1968
		SP:Iteration 11Q (916.180000 sec): 3 clusters
  Score: Raw -15625897.308096 + Penalty 5732.186446 = -15620165.121650
  nChanged 1922
		SP:Iteration 12Q (916.560000 sec): 3 clusters
  Score: Raw -15626747.534050 + Penalty 5732.186446 = -15621015.347604
  nChanged 1855
		SP:Iteration 13Q (916.940000 sec): 3 clusters
  Score: Raw -15627637.598618 + Penalty 5732.186446 = -15621905.412172
  nChanged 1670
		SP:Iteration 14Q (917.310000 sec): 3 clusters
  Score: Raw -15628492.233083 + Penalty 5732.186446 = -15622760.046637
  nChanged 1479
		SP:Iteration 15Q (917.680000 sec): 3 clusters
  Score: Raw -15629276.062691 + Penalty 5732.186446 = -15623543.876245
  nChanged 1220
		SP:Iteration 16Q (918.040000 sec): 3 clusters
  Score: Raw -15629970.556937 + Penalty 5732.186446 = -15624238.370491
  nChanged 940
		SP:Iteration 17Q (918.380000 sec): 3 clusters
  Score: Raw -15630529.416518 + Penalty 5732.186446 = -15624797.230073
  nChanged 711
		SP:Iteration 18Q (918.720000 sec): 3 clusters
  Score: Raw -15630959.376454 + Penalty 5732.186446 = -15625227.190008
  nChanged 488
		SP:Iteration 19Q (919.040000 sec): 3 clusters
  Score: Raw -15631274.446396 + Penalty 5732.186446 = -15625542.259951
  nChanged 326
		SP:Iteration 20F (919.440000 sec): 3 clusters
  Score: Raw -15631483.249604 + Penalty 5732.186446 = -15625751.063159
  nChanged 236
		SP:Iteration 21Q (919.740000 sec): 3 clusters
  Score: Raw -15631646.209353 + Penalty 5732.186446 = -15625914.022908
  nChanged 175
		SP:Iteration 22Q (920.040000 sec): 3 clusters
  Score: Raw -15631759.699428 + Penalty 5732.186446 = -15626027.512982
  nChanged 116
		SP:Iteration 23Q (920.340000 sec): 3 clusters
  Score: Raw -15631835.441626 + Penalty 5732.186446 = -15626103.255180
  nChanged 84
		SP:Iteration 24Q (920.640000 sec): 3 clusters
  Score: Raw -15631893.653472 + Penalty 5732.186446 = -15626161.467026
  nChanged 55
		SP:Iteration 25Q (920.930000 sec): 3 clusters
  Score: Raw -15631931.435669 + Penalty 5732.186446 = -15626199.249223
  nChanged 44
		SP:Iteration 26Q (921.220000 sec): 3 clusters
  Score: Raw -15631962.576373 + Penalty 5732.186446 = -15626230.389928
  nChanged 33
		SP:Iteration 27Q (921.510000 sec): 3 clusters
  Score: Raw -15631983.334418 + Penalty 5732.186446 = -15626251.147972
  nChanged 26
		SP:Iteration 28Q (921.800000 sec): 3 clusters
  Score: Raw -15631999.515597 + Penalty 5732.186446 = -15626267.329151
  nChanged 22
		SP:Iteration 29Q (922.090000 sec): 3 clusters
  Score: Raw -15632012.616163 + Penalty 5732.186446 = -15626280.429718
  nChanged 16
		SP:Iteration 30Q (922.380000 sec): 3 clusters
  Score: Raw -15632022.947481 + Penalty 5732.186446 = -15626290.761035
  nChanged 17
		SP:Iteration 31Q (922.660000 sec): 3 clusters
  Score: Raw -15632033.189105 + Penalty 5732.186446 = -15626301.002659
  nChanged 13
		SP:Iteration 32Q (922.950000 sec): 3 clusters
  Score: Raw -15632041.337058 + Penalty 5732.186446 = -15626309.150613
  nChanged 15
		SP:Iteration 33Q (923.240000 sec): 3 clusters
  Score: Raw -15632050.314391 + Penalty 5732.186446 = -15626318.127946
  nChanged 13
		SP:Iteration 34Q (923.530000 sec): 3 clusters
  Score: Raw -15632057.234343 + Penalty 5732.186446 = -15626325.047898
  nChanged 10
		SP:Iteration 35Q (923.820000 sec): 3 clusters
  Score: Raw -15632063.547285 + Penalty 5732.186446 = -15626331.360839
  nChanged 12
		SP:Iteration 36Q (924.100000 sec): 3 clusters
  Score: Raw -15632068.771646 + Penalty 5732.186446 = -15626336.585200
  nChanged 6
		SP:Iteration 37Q (924.390000 sec): 3 clusters
  Score: Raw -15632073.206029 + Penalty 5732.186446 = -15626341.019584
  nChanged 9
		SP:Iteration 38Q (924.680000 sec): 3 clusters
  Score: Raw -15632078.432936 + Penalty 5732.186446 = -15626346.246490
  nChanged 3
		SP:Iteration 39Q (924.960000 sec): 3 clusters
  Score: Raw -15632081.078504 + Penalty 5732.186446 = -15626348.892058
  nChanged 4
		SP:Iteration 40F (925.350000 sec): 3 clusters
  Score: Raw -15632083.148245 + Penalty 5732.186446 = -15626350.961799
  nChanged 3
		SP:Iteration 41Q (925.640000 sec): 3 clusters
  Score: Raw -15632084.683448 + Penalty 5732.186446 = -15626352.497002
  nChanged 2
		SP:Iteration 42Q (925.930000 sec): 3 clusters
  Score: Raw -15632085.471744 + Penalty 5732.186446 = -15626353.285298
  nChanged 1
		SP:Iteration 43Q (926.210000 sec): 3 clusters
  Score: Raw -15632085.814877 + Penalty 5732.186446 = -15626353.628432
  nChanged 2
		SP:Iteration 44Q (926.500000 sec): 3 clusters
  Score: Raw -15632087.275273 + Penalty 5732.186446 = -15626355.088827
  nChanged 4
		SP:Iteration 45Q (926.790000 sec): 3 clusters
  Score: Raw -15632089.425630 + Penalty 5732.186446 = -15626357.239184
  nChanged 2
		SP:Iteration 46Q (927.080000 sec): 3 clusters
  Score: Raw -15632090.812451 + Penalty 5732.186446 = -15626358.626005
  nChanged 3
		SP:Iteration 47Q (927.360000 sec): 3 clusters
  Score: Raw -15632092.437122 + Penalty 5732.186446 = -15626360.250677
  nChanged 2
		SP:Iteration 48Q (927.650000 sec): 3 clusters
  Score: Raw -15632093.843095 + Penalty 5732.186446 = -15626361.656650
  nChanged 1
		SP:Iteration 49Q (927.930000 sec): 3 clusters
  Score: Raw -15632094.433782 + Penalty 5732.186446 = -15626362.247337
  nChanged 0
		SP:Iteration 50F (928.320000 sec): 3 clusters
  Score: Raw -15632094.433782 + Penalty 5732.186446 = -15626362.247337
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (587 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (928.380000 sec): 2 clusters
  Score: Raw -61215.499427 + Penalty 1581.006155 = -59634.493272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (928.380000 sec): 3 clusters
  Score: Raw -61414.426079 + Penalty 3162.012311 = -58252.413768
  nChanged 183
		SP:Iteration 1F (928.380000 sec): 3 clusters
  Score: Raw -62096.967958 + Penalty 3162.012311 = -58934.955648
  nChanged 62
		SP:Iteration 2F (928.380000 sec): 3 clusters
  Score: Raw -62560.309847 + Penalty 3162.012311 = -59398.297537
  nChanged 67
		SP:Iteration 3F (928.380000 sec): 3 clusters
  Score: Raw -63103.645095 + Penalty 3162.012311 = -59941.632785
  nChanged 55
		SP:Iteration 4F (928.390000 sec): 3 clusters
  Score: Raw -63525.927286 + Penalty 3162.012311 = -60363.914976
  nChanged 23
		SP:Iteration 5Q (928.390000 sec): 3 clusters
  Score: Raw -63695.811519 + Penalty 3162.012311 = -60533.799208
  nChanged 12
		SP:Iteration 6Q (928.390000 sec): 3 clusters
  Score: Raw -63838.733928 + Penalty 3162.012311 = -60676.721617
  nChanged 5
		SP:Iteration 7Q (928.390000 sec): 3 clusters
  Score: Raw -63909.059393 + Penalty 3162.012311 = -60747.047082
  nChanged 5
		SP:Iteration 8Q (928.390000 sec): 3 clusters
  Score: Raw -63977.635864 + Penalty 3162.012311 = -60815.623553
  nChanged 3
		SP:Iteration 9Q (928.400000 sec): 3 clusters
  Score: Raw -63986.725638 + Penalty 3162.012311 = -60824.713328
  nChanged 0
		SP:Iteration 10F (928.400000 sec): 3 clusters
  Score: Raw -63986.725638 + Penalty 3162.012311 = -60824.713328
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 25.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (243364 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (929.260000 sec): 2 clusters
  Score: Raw -36143534.836663 + Penalty 3075.773759 = -36140459.062904
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (930.220000 sec): 3 clusters
  Score: Raw -35983067.815606 + Penalty 6151.547518 = -35976916.268088
  nChanged 117452
		SP:Iteration 1F (931.220000 sec): 3 clusters
  Score: Raw -36051707.574535 + Penalty 6151.547518 = -36045556.027017
  nChanged 6397
		SP:Iteration 2Q (932.210000 sec): 3 clusters
  Score: Raw -36053038.962843 + Penalty 6151.547518 = -36046887.415325
  nChanged 7368
		SP:Iteration 3Q (933.220000 sec): 3 clusters
  Score: Raw -36054982.707671 + Penalty 6151.547518 = -36048831.160153
  nChanged 9176
		SP:Iteration 4Q (934.220000 sec): 3 clusters
  Score: Raw -36058316.326905 + Penalty 6151.547518 = -36052164.779387
  nChanged 12412
		SP:Iteration 5F (935.220000 sec): 3 clusters
  Score: Raw -36064519.759187 + Penalty 6151.547518 = -36058368.211669
  nChanged 16943
		SP:Iteration 6F (936.200000 sec): 3 clusters
  Score: Raw -36075929.893117 + Penalty 6151.547518 = -36069778.345599
  nChanged 21602
		SP:Iteration 7F (937.170000 sec): 3 clusters
  Score: Raw -36094450.733716 + Penalty 6151.547518 = -36088299.186198
  nChanged 22601
		SP:Iteration 8F (938.130000 sec): 3 clusters
  Score: Raw -36116724.595520 + Penalty 6151.547518 = -36110573.048002
  nChanged 16751
		SP:Iteration 9F (939.100000 sec): 3 clusters
  Score: Raw -36133651.831169 + Penalty 6151.547518 = -36127500.283651
  nChanged 7880
		SP:Iteration 10Q (940.040000 sec): 3 clusters
  Score: Raw -36141206.556960 + Penalty 6151.547518 = -36135055.009442
  nChanged 2592
		SP:Iteration 11Q (940.860000 sec): 3 clusters
  Score: Raw -36143658.213426 + Penalty 6151.547518 = -36137506.665908
  nChanged 779
		SP:Iteration 12Q (941.620000 sec): 3 clusters
  Score: Raw -36144463.098298 + Penalty 6151.547518 = -36138311.550780
  nChanged 326
		SP:Iteration 13Q (942.340000 sec): 3 clusters
  Score: Raw -36144790.133205 + Penalty 6151.547518 = -36138638.585687
  nChanged 170
		SP:Iteration 14Q (943.070000 sec): 3 clusters
  Score: Raw -36144926.477226 + Penalty 6151.547518 = -36138774.929708
  nChanged 111
		SP:Iteration 15Q (943.800000 sec): 3 clusters
  Score: Raw -36144999.214534 + Penalty 6151.547518 = -36138847.667016
  nChanged 75
		SP:Iteration 16Q (944.500000 sec): 3 clusters
  Score: Raw -36145043.237935 + Penalty 6151.547518 = -36138891.690418
  nChanged 47
		SP:Iteration 17Q (945.190000 sec): 3 clusters
  Score: Raw -36145065.317433 + Penalty 6151.547518 = -36138913.769915
  nChanged 24
		SP:Iteration 18Q (945.880000 sec): 3 clusters
  Score: Raw -36145077.599157 + Penalty 6151.547518 = -36138926.051639
  nChanged 26
		SP:Iteration 19Q (946.560000 sec): 3 clusters
  Score: Raw -36145089.975562 + Penalty 6151.547518 = -36138938.428044
  nChanged 23
		SP:Iteration 20F (947.530000 sec): 3 clusters
  Score: Raw -36145098.626407 + Penalty 6151.547518 = -36138947.078889
  nChanged 16
		SP:Iteration 21Q (948.260000 sec): 3 clusters
  Score: Raw -36145105.310572 + Penalty 6151.547518 = -36138953.763054
  nChanged 18
		SP:Iteration 22Q (948.950000 sec): 3 clusters
  Score: Raw -36145112.942178 + Penalty 6151.547518 = -36138961.394660
  nChanged 14
		SP:Iteration 23Q (949.650000 sec): 3 clusters
  Score: Raw -36145118.488745 + Penalty 6151.547518 = -36138966.941227
  nChanged 10
		SP:Iteration 24Q (950.340000 sec): 3 clusters
  Score: Raw -36145121.428643 + Penalty 6151.547518 = -36138969.881125
  nChanged 5
		SP:Iteration 25Q (951.050000 sec): 3 clusters
  Score: Raw -36145122.750527 + Penalty 6151.547518 = -36138971.203009
  nChanged 5
		SP:Iteration 26Q (951.770000 sec): 3 clusters
  Score: Raw -36145125.388191 + Penalty 6151.547518 = -36138973.840674
  nChanged 8
		SP:Iteration 27Q (952.480000 sec): 3 clusters
  Score: Raw -36145128.457131 + Penalty 6151.547518 = -36138976.909613
  nChanged 10
		SP:Iteration 28Q (953.170000 sec): 3 clusters
  Score: Raw -36145131.662895 + Penalty 6151.547518 = -36138980.115377
  nChanged 5
		SP:Iteration 29Q (953.850000 sec): 3 clusters
  Score: Raw -36145133.999365 + Penalty 6151.547518 = -36138982.451847
  nChanged 1
		SP:Iteration 30Q (954.530000 sec): 3 clusters
  Score: Raw -36145134.381277 + Penalty 6151.547518 = -36138982.833759
  nChanged 2
		SP:Iteration 31Q (955.210000 sec): 3 clusters
  Score: Raw -36145135.242718 + Penalty 6151.547518 = -36138983.695201
  nChanged 5
		SP:Iteration 32Q (955.910000 sec): 3 clusters
  Score: Raw -36145136.635026 + Penalty 6151.547518 = -36138985.087508
  nChanged 4
		SP:Iteration 33Q (956.630000 sec): 3 clusters
  Score: Raw -36145137.618392 + Penalty 6151.547518 = -36138986.070874
  nChanged 2
		SP:Iteration 34Q (957.320000 sec): 3 clusters
  Score: Raw -36145137.939193 + Penalty 6151.547518 = -36138986.391675
  nChanged 0
		SP:Iteration 35F (958.280000 sec): 3 clusters
  Score: Raw -36145137.939193 + Penalty 6151.547518 = -36138986.391675
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (1156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (958.400000 sec): 2 clusters
  Score: Raw -146941.558592 + Penalty 1749.074820 = -145192.483772
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (958.410000 sec): 3 clusters
  Score: Raw -146750.006823 + Penalty 3498.149640 = -143251.857183
  nChanged 348
		SP:Iteration 1F (958.410000 sec): 3 clusters
  Score: Raw -147399.421136 + Penalty 3498.149640 = -143901.271496
  nChanged 111
		SP:Iteration 2F (958.420000 sec): 3 clusters
  Score: Raw -147716.184333 + Penalty 3498.149640 = -144218.034693
  nChanged 69
		SP:Iteration 3F (958.420000 sec): 3 clusters
  Score: Raw -147885.342299 + Penalty 3498.149640 = -144387.192658
  nChanged 57
		SP:Iteration 4Q (958.430000 sec): 3 clusters
  Score: Raw -148026.793479 + Penalty 3498.149640 = -144528.643838
  nChanged 45
		SP:Iteration 5Q (958.430000 sec): 3 clusters
  Score: Raw -148171.443166 + Penalty 3498.149640 = -144673.293526
  nChanged 40
		SP:Iteration 6Q (958.440000 sec): 3 clusters
  Score: Raw -148279.834991 + Penalty 3498.149640 = -144781.685351
  nChanged 37
		SP:Iteration 7Q (958.440000 sec): 3 clusters
  Score: Raw -148365.559299 + Penalty 3498.149640 = -144867.409659
  nChanged 25
		SP:Iteration 8Q (958.440000 sec): 3 clusters
  Score: Raw -148429.564502 + Penalty 3498.149640 = -144931.414862
  nChanged 16
		SP:Iteration 9Q (958.450000 sec): 3 clusters
  Score: Raw -148464.496657 + Penalty 3498.149640 = -144966.347017
  nChanged 16
		SP:Iteration 10Q (958.450000 sec): 3 clusters
  Score: Raw -148488.065433 + Penalty 3498.149640 = -144989.915793
  nChanged 11
		SP:Iteration 11Q (958.460000 sec): 3 clusters
  Score: Raw -148502.190777 + Penalty 3498.149640 = -145004.041137
  nChanged 7
		SP:Iteration 12Q (958.460000 sec): 3 clusters
  Score: Raw -148509.851376 + Penalty 3498.149640 = -145011.701736
  nChanged 6
		SP:Iteration 13Q (958.460000 sec): 3 clusters
  Score: Raw -148514.207332 + Penalty 3498.149640 = -145016.057692
  nChanged 1
		SP:Iteration 14Q (958.470000 sec): 3 clusters
  Score: Raw -148514.785371 + Penalty 3498.149640 = -145016.635730
  nChanged 1
		SP:Iteration 15Q (958.470000 sec): 3 clusters
  Score: Raw -148515.339381 + Penalty 3498.149640 = -145017.189741
  nChanged 0
		SP:Iteration 16F (958.480000 sec): 3 clusters
  Score: Raw -148515.339381 + Penalty 3498.149640 = -145017.189741
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (15927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (958.540000 sec): 2 clusters
  Score: Raw -2262600.515525 + Penalty 2399.591223 = -2260200.924302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (958.600000 sec): 3 clusters
  Score: Raw -2253608.579203 + Penalty 4799.182446 = -2248809.396757
  nChanged 6910
		SP:Iteration 1F (958.660000 sec): 3 clusters
  Score: Raw -2257275.239027 + Penalty 4799.182446 = -2252476.056581
  nChanged 954
		SP:Iteration 2F (958.720000 sec): 3 clusters
  Score: Raw -2257731.002479 + Penalty 4799.182446 = -2252931.820032
  nChanged 864
		SP:Iteration 3F (958.790000 sec): 3 clusters
  Score: Raw -2258157.565900 + Penalty 4799.182446 = -2253358.383454
  nChanged 831
		SP:Iteration 4F (958.850000 sec): 3 clusters
  Score: Raw -2258580.317826 + Penalty 4799.182446 = -2253781.135380
  nChanged 763
		SP:Iteration 5Q (958.910000 sec): 3 clusters
  Score: Raw -2258962.434981 + Penalty 4799.182446 = -2254163.252535
  nChanged 743
		SP:Iteration 6Q (958.980000 sec): 3 clusters
  Score: Raw -2259343.506973 + Penalty 4799.182446 = -2254544.324527
  nChanged 713
		SP:Iteration 7Q (959.040000 sec): 3 clusters
  Score: Raw -2259731.232729 + Penalty 4799.182446 = -2254932.050282
  nChanged 678
		SP:Iteration 8Q (959.100000 sec): 3 clusters
  Score: Raw -2260160.009198 + Penalty 4799.182446 = -2255360.826751
  nChanged 659
		SP:Iteration 9Q (959.160000 sec): 3 clusters
  Score: Raw -2260641.388234 + Penalty 4799.182446 = -2255842.205788
  nChanged 646
		SP:Iteration 10Q (959.220000 sec): 3 clusters
  Score: Raw -2261138.204390 + Penalty 4799.182446 = -2256339.021944
  nChanged 569
		SP:Iteration 11Q (959.280000 sec): 3 clusters
  Score: Raw -2261532.094522 + Penalty 4799.182446 = -2256732.912075
  nChanged 456
		SP:Iteration 12Q (959.330000 sec): 3 clusters
  Score: Raw -2261799.574065 + Penalty 4799.182446 = -2257000.391619
  nChanged 337
		SP:Iteration 13Q (959.380000 sec): 3 clusters
  Score: Raw -2261943.683389 + Penalty 4799.182446 = -2257144.500943
  nChanged 240
		SP:Iteration 14Q (959.440000 sec): 3 clusters
  Score: Raw -2262036.475397 + Penalty 4799.182446 = -2257237.292950
  nChanged 184
		SP:Iteration 15Q (959.490000 sec): 3 clusters
  Score: Raw -2262104.719855 + Penalty 4799.182446 = -2257305.537409
  nChanged 141
		SP:Iteration 16Q (959.540000 sec): 3 clusters
  Score: Raw -2262152.470699 + Penalty 4799.182446 = -2257353.288253
  nChanged 139
		SP:Iteration 17Q (959.600000 sec): 3 clusters
  Score: Raw -2262200.372121 + Penalty 4799.182446 = -2257401.189675
  nChanged 112
		SP:Iteration 18Q (959.650000 sec): 3 clusters
  Score: Raw -2262238.511980 + Penalty 4799.182446 = -2257439.329533
  nChanged 113
		SP:Iteration 19Q (959.700000 sec): 3 clusters
  Score: Raw -2262278.668628 + Penalty 4799.182446 = -2257479.486181
  nChanged 110
		SP:Iteration 20F (959.760000 sec): 3 clusters
  Score: Raw -2262310.242510 + Penalty 4799.182446 = -2257511.060064
  nChanged 100
		SP:Iteration 21Q (959.810000 sec): 3 clusters
  Score: Raw -2262344.394075 + Penalty 4799.182446 = -2257545.211629
  nChanged 83
		SP:Iteration 22Q (959.860000 sec): 3 clusters
  Score: Raw -2262369.844995 + Penalty 4799.182446 = -2257570.662548
  nChanged 77
		SP:Iteration 23Q (959.910000 sec): 3 clusters
  Score: Raw -2262392.940625 + Penalty 4799.182446 = -2257593.758179
  nChanged 71
		SP:Iteration 24Q (959.960000 sec): 3 clusters
  Score: Raw -2262414.185889 + Penalty 4799.182446 = -2257615.003443
  nChanged 77
		SP:Iteration 25Q (960.010000 sec): 3 clusters
  Score: Raw -2262439.887089 + Penalty 4799.182446 = -2257640.704643
  nChanged 68
		SP:Iteration 26Q (960.060000 sec): 3 clusters
  Score: Raw -2262462.827796 + Penalty 4799.182446 = -2257663.645350
  nChanged 66
		SP:Iteration 27Q (960.110000 sec): 3 clusters
  Score: Raw -2262483.560441 + Penalty 4799.182446 = -2257684.377995
  nChanged 76
		SP:Iteration 28Q (960.160000 sec): 3 clusters
  Score: Raw -2262506.191214 + Penalty 4799.182446 = -2257707.008768
  nChanged 60
		SP:Iteration 29Q (960.200000 sec): 3 clusters
  Score: Raw -2262521.967642 + Penalty 4799.182446 = -2257722.785196
  nChanged 55
		SP:Iteration 30Q (960.250000 sec): 3 clusters
  Score: Raw -2262536.926149 + Penalty 4799.182446 = -2257737.743703
  nChanged 50
		SP:Iteration 31Q (960.300000 sec): 3 clusters
  Score: Raw -2262551.884236 + Penalty 4799.182446 = -2257752.701789
  nChanged 40
		SP:Iteration 32Q (960.350000 sec): 3 clusters
  Score: Raw -2262561.473764 + Penalty 4799.182446 = -2257762.291318
  nChanged 41
		SP:Iteration 33Q (960.400000 sec): 3 clusters
  Score: Raw -2262571.935690 + Penalty 4799.182446 = -2257772.753243
  nChanged 45
		SP:Iteration 34Q (960.450000 sec): 3 clusters
  Score: Raw -2262581.575075 + Penalty 4799.182446 = -2257782.392628
  nChanged 37
		SP:Iteration 35Q (960.500000 sec): 3 clusters
  Score: Raw -2262590.163388 + Penalty 4799.182446 = -2257790.980941
  nChanged 39
		SP:Iteration 36Q (960.540000 sec): 3 clusters
  Score: Raw -2262600.379113 + Penalty 4799.182446 = -2257801.196666
  nChanged 34
		SP:Iteration 37Q (960.600000 sec): 3 clusters
  Score: Raw -2262608.937398 + Penalty 4799.182446 = -2257809.754952
  nChanged 30
		SP:Iteration 38Q (960.640000 sec): 3 clusters
  Score: Raw -2262614.258369 + Penalty 4799.182446 = -2257815.075923
  nChanged 20
		SP:Iteration 39Q (960.690000 sec): 3 clusters
  Score: Raw -2262617.269586 + Penalty 4799.182446 = -2257818.087139
  nChanged 17
		SP:Iteration 40F (960.750000 sec): 3 clusters
  Score: Raw -2262620.327834 + Penalty 4799.182446 = -2257821.145388
  nChanged 15
		SP:Iteration 41Q (960.800000 sec): 3 clusters
  Score: Raw -2262623.088861 + Penalty 4799.182446 = -2257823.906414
  nChanged 15
		SP:Iteration 42Q (960.840000 sec): 3 clusters
  Score: Raw -2262624.938936 + Penalty 4799.182446 = -2257825.756490
  nChanged 8
		SP:Iteration 43Q (960.890000 sec): 3 clusters
  Score: Raw -2262626.532876 + Penalty 4799.182446 = -2257827.350429
  nChanged 12
		SP:Iteration 44Q (960.940000 sec): 3 clusters
  Score: Raw -2262628.244601 + Penalty 4799.182446 = -2257829.062155
  nChanged 9
		SP:Iteration 45Q (960.990000 sec): 3 clusters
  Score: Raw -2262630.274092 + Penalty 4799.182446 = -2257831.091645
  nChanged 17
		SP:Iteration 46Q (961.040000 sec): 3 clusters
  Score: Raw -2262634.559254 + Penalty 4799.182446 = -2257835.376807
  nChanged 25
		SP:Iteration 47Q (961.080000 sec): 3 clusters
  Score: Raw -2262640.460856 + Penalty 4799.182446 = -2257841.278410
  nChanged 33
		SP:Iteration 48Q (961.130000 sec): 3 clusters
  Score: Raw -2262647.783150 + Penalty 4799.182446 = -2257848.600704
  nChanged 28
		SP:Iteration 49Q (961.180000 sec): 3 clusters
  Score: Raw -2262654.485709 + Penalty 4799.182446 = -2257855.303262
  nChanged 27
		SP:Iteration 50Q (961.230000 sec): 3 clusters
  Score: Raw -2262660.038374 + Penalty 4799.182446 = -2257860.855928
  nChanged 26
		SP:Iteration 51Q (961.280000 sec): 3 clusters
  Score: Raw -2262665.547215 + Penalty 4799.182446 = -2257866.364769
  nChanged 23
		SP:Iteration 52Q (961.320000 sec): 3 clusters
  Score: Raw -2262670.625592 + Penalty 4799.182446 = -2257871.443145
  nChanged 20
		SP:Iteration 53Q (961.370000 sec): 3 clusters
  Score: Raw -2262675.933680 + Penalty 4799.182446 = -2257876.751234
  nChanged 27
		SP:Iteration 54Q (961.420000 sec): 3 clusters
  Score: Raw -2262682.873799 + Penalty 4799.182446 = -2257883.691352
  nChanged 24
		SP:Iteration 55Q (961.470000 sec): 3 clusters
  Score: Raw -2262689.206810 + Penalty 4799.182446 = -2257890.024363
  nChanged 23
		SP:Iteration 56Q (961.510000 sec): 3 clusters
  Score: Raw -2262694.384289 + Penalty 4799.182446 = -2257895.201842
  nChanged 21
		SP:Iteration 57Q (961.560000 sec): 3 clusters
  Score: Raw -2262699.703868 + Penalty 4799.182446 = -2257900.521421
  nChanged 28
		SP:Iteration 58Q (961.610000 sec): 3 clusters
  Score: Raw -2262706.228364 + Penalty 4799.182446 = -2257907.045918
  nChanged 34
		SP:Iteration 59Q (961.660000 sec): 3 clusters
  Score: Raw -2262714.984397 + Penalty 4799.182446 = -2257915.801951
  nChanged 30
		SP:Iteration 60F (961.710000 sec): 3 clusters
  Score: Raw -2262722.619574 + Penalty 4799.182446 = -2257923.437127
  nChanged 32
		SP:Iteration 61Q (961.760000 sec): 3 clusters
  Score: Raw -2262730.895538 + Penalty 4799.182446 = -2257931.713091
  nChanged 29
		SP:Iteration 62Q (961.810000 sec): 3 clusters
  Score: Raw -2262738.494745 + Penalty 4799.182446 = -2257939.312298
  nChanged 28
		SP:Iteration 63Q (961.850000 sec): 3 clusters
  Score: Raw -2262744.440469 + Penalty 4799.182446 = -2257945.258022
  nChanged 18
		SP:Iteration 64Q (961.900000 sec): 3 clusters
  Score: Raw -2262747.399957 + Penalty 4799.182446 = -2257948.217511
  nChanged 16
		SP:Iteration 65Q (961.950000 sec): 3 clusters
  Score: Raw -2262750.816737 + Penalty 4799.182446 = -2257951.634291
  nChanged 17
		SP:Iteration 66Q (961.990000 sec): 3 clusters
  Score: Raw -2262754.574864 + Penalty 4799.182446 = -2257955.392417
  nChanged 23
		SP:Iteration 67Q (962.040000 sec): 3 clusters
  Score: Raw -2262759.609775 + Penalty 4799.182446 = -2257960.427329
  nChanged 18
		SP:Iteration 68Q (962.090000 sec): 3 clusters
  Score: Raw -2262763.932460 + Penalty 4799.182446 = -2257964.750014
  nChanged 15
		SP:Iteration 69Q (962.130000 sec): 3 clusters
  Score: Raw -2262767.757796 + Penalty 4799.182446 = -2257968.575350
  nChanged 21
		SP:Iteration 70Q (962.180000 sec): 3 clusters
  Score: Raw -2262773.300632 + Penalty 4799.182446 = -2257974.118186
  nChanged 21
		SP:Iteration 71Q (962.220000 sec): 3 clusters
  Score: Raw -2262778.882213 + Penalty 4799.182446 = -2257979.699766
  nChanged 17
		SP:Iteration 72Q (962.270000 sec): 3 clusters
  Score: Raw -2262782.315973 + Penalty 4799.182446 = -2257983.133526
  nChanged 10
		SP:Iteration 73Q (962.320000 sec): 3 clusters
  Score: Raw -2262784.817729 + Penalty 4799.182446 = -2257985.635283
  nChanged 9
		SP:Iteration 74Q (962.360000 sec): 3 clusters
  Score: Raw -2262786.849712 + Penalty 4799.182446 = -2257987.667265
  nChanged 6
		SP:Iteration 75Q (962.410000 sec): 3 clusters
  Score: Raw -2262787.876969 + Penalty 4799.182446 = -2257988.694523
  nChanged 3
		SP:Iteration 76Q (962.460000 sec): 3 clusters
  Score: Raw -2262788.362352 + Penalty 4799.182446 = -2257989.179906
  nChanged 2
		SP:Iteration 77Q (962.500000 sec): 3 clusters
  Score: Raw -2262788.716616 + Penalty 4799.182446 = -2257989.534169
  nChanged 3
		SP:Iteration 78Q (962.550000 sec): 3 clusters
  Score: Raw -2262789.138699 + Penalty 4799.182446 = -2257989.956253
  nChanged 2
		SP:Iteration 79Q (962.600000 sec): 3 clusters
  Score: Raw -2262789.409559 + Penalty 4799.182446 = -2257990.227113
  nChanged 3
		SP:Iteration 80F (962.650000 sec): 3 clusters
  Score: Raw -2262790.156565 + Penalty 4799.182446 = -2257990.974118
  nChanged 2
		SP:Iteration 81Q (962.700000 sec): 3 clusters
  Score: Raw -2262790.541206 + Penalty 4799.182446 = -2257991.358760
  nChanged 0
		SP:Iteration 82F (962.760000 sec): 3 clusters
  Score: Raw -2262790.541206 + Penalty 4799.182446 = -2257991.358760
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (1314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (962.770000 sec): 2 clusters
  Score: Raw -167067.661982 + Penalty 1780.846137 = -165286.815845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (962.770000 sec): 3 clusters
  Score: Raw -166793.261966 + Penalty 3561.692275 = -163231.569691
  nChanged 391
		SP:Iteration 1F (962.780000 sec): 3 clusters
  Score: Raw -168063.871671 + Penalty 3561.692275 = -164502.179396
  nChanged 204
		SP:Iteration 2F (962.780000 sec): 3 clusters
  Score: Raw -169078.942753 + Penalty 3561.692275 = -165517.250478
  nChanged 185
		SP:Iteration 3F (962.790000 sec): 3 clusters
  Score: Raw -170243.260823 + Penalty 3561.692275 = -166681.568548
  nChanged 108
		SP:Iteration 4F (962.790000 sec): 3 clusters
  Score: Raw -171392.136797 + Penalty 3561.692275 = -167830.444522
  nChanged 29
		SP:Iteration 5Q (962.800000 sec): 3 clusters
  Score: Raw -171724.425357 + Penalty 3561.692275 = -168162.733082
  nChanged 27
		SP:Iteration 6Q (962.800000 sec): 3 clusters
  Score: Raw -172213.183328 + Penalty 3561.692275 = -168651.491053
  nChanged 28
		SP:Iteration 7Q (962.800000 sec): 3 clusters
  Score: Raw -172910.455578 + Penalty 3561.692275 = -169348.763303
  nChanged 10
		SP:Iteration 8Q (962.810000 sec): 3 clusters
  Score: Raw -173476.964905 + Penalty 3561.692275 = -169915.272630
  nChanged 0
		SP:Iteration 9F (962.810000 sec): 3 clusters
  Score: Raw -173476.964905 + Penalty 3561.692275 = -169915.272630
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 26.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2035 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (962.820000 sec): 2 clusters
  Score: Raw -282335.777935 + Penalty 1889.326272 = -280446.451663
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (962.830000 sec): 3 clusters
  Score: Raw -281690.148827 + Penalty 3778.652545 = -277911.496283
  nChanged 695
		SP:Iteration 1F (962.840000 sec): 3 clusters
  Score: Raw -282539.379718 + Penalty 3778.652545 = -278760.727173
  nChanged 229
		SP:Iteration 2F (962.840000 sec): 3 clusters
  Score: Raw -282872.281043 + Penalty 3778.652545 = -279093.628498
  nChanged 131
		SP:Iteration 3F (962.850000 sec): 3 clusters
  Score: Raw -283044.910267 + Penalty 3778.652545 = -279266.257722
  nChanged 81
		SP:Iteration 4Q (962.860000 sec): 3 clusters
  Score: Raw -283121.602877 + Penalty 3778.652545 = -279342.950333
  nChanged 56
		SP:Iteration 5Q (962.870000 sec): 3 clusters
  Score: Raw -283177.981585 + Penalty 3778.652545 = -279399.329040
  nChanged 35
		SP:Iteration 6Q (962.870000 sec): 3 clusters
  Score: Raw -283216.291394 + Penalty 3778.652545 = -279437.638849
  nChanged 30
		SP:Iteration 7Q (962.880000 sec): 3 clusters
  Score: Raw -283260.261030 + Penalty 3778.652545 = -279481.608485
  nChanged 23
		SP:Iteration 8Q (962.890000 sec): 3 clusters
  Score: Raw -283305.451615 + Penalty 3778.652545 = -279526.799071
  nChanged 31
		SP:Iteration 9Q (962.900000 sec): 3 clusters
  Score: Raw -283333.664893 + Penalty 3778.652545 = -279555.012348
  nChanged 31
		SP:Iteration 10Q (962.900000 sec): 3 clusters
  Score: Raw -283350.781165 + Penalty 3778.652545 = -279572.128621
  nChanged 19
		SP:Iteration 11Q (962.910000 sec): 3 clusters
  Score: Raw -283362.325547 + Penalty 3778.652545 = -279583.673003
  nChanged 11
		SP:Iteration 12Q (962.920000 sec): 3 clusters
  Score: Raw -283366.566271 + Penalty 3778.652545 = -279587.913727
  nChanged 4
		SP:Iteration 13Q (962.920000 sec): 3 clusters
  Score: Raw -283369.146741 + Penalty 3778.652545 = -279590.494197
  nChanged 5
		SP:Iteration 14Q (962.930000 sec): 3 clusters
  Score: Raw -283372.686649 + Penalty 3778.652545 = -279594.034104
  nChanged 5
		SP:Iteration 15Q (962.940000 sec): 3 clusters
  Score: Raw -283376.579951 + Penalty 3778.652545 = -279597.927407
  nChanged 3
		SP:Iteration 16Q (962.940000 sec): 3 clusters
  Score: Raw -283377.823977 + Penalty 3778.652545 = -279599.171433
  nChanged 3
		SP:Iteration 17Q (962.950000 sec): 3 clusters
  Score: Raw -283378.950814 + Penalty 3778.652545 = -279600.298270
  nChanged 0
		SP:Iteration 18F (962.960000 sec): 3 clusters
  Score: Raw -283378.950814 + Penalty 3778.652545 = -279600.298270
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (30744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (963.070000 sec): 2 clusters
  Score: Raw -4327227.753279 + Penalty 2562.695633 = -4324665.057647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (963.180000 sec): 3 clusters
  Score: Raw -4308839.161146 + Penalty 5125.391266 = -4303713.769880
  nChanged 13837
		SP:Iteration 1F (963.300000 sec): 3 clusters
  Score: Raw -4316792.448256 + Penalty 5125.391266 = -4311667.056990
  nChanged 1727
		SP:Iteration 2F (963.410000 sec): 3 clusters
  Score: Raw -4317573.429672 + Penalty 5125.391266 = -4312448.038407
  nChanged 1651
		SP:Iteration 3F (963.530000 sec): 3 clusters
  Score: Raw -4318337.317019 + Penalty 5125.391266 = -4313211.925753
  nChanged 1676
		SP:Iteration 4F (963.640000 sec): 3 clusters
  Score: Raw -4319195.654404 + Penalty 5125.391266 = -4314070.263139
  nChanged 1755
		SP:Iteration 5F (963.770000 sec): 3 clusters
  Score: Raw -4320142.582243 + Penalty 5125.391266 = -4315017.190977
  nChanged 1654
		SP:Iteration 6F (963.880000 sec): 3 clusters
  Score: Raw -4321013.537032 + Penalty 5125.391266 = -4315888.145766
  nChanged 1517
		SP:Iteration 7Q (963.990000 sec): 3 clusters
  Score: Raw -4321862.656141 + Penalty 5125.391266 = -4316737.264875
  nChanged 1433
		SP:Iteration 8Q (964.110000 sec): 3 clusters
  Score: Raw -4322732.938248 + Penalty 5125.391266 = -4317607.546982
  nChanged 1324
		SP:Iteration 9Q (964.230000 sec): 3 clusters
  Score: Raw -4323621.101355 + Penalty 5125.391266 = -4318495.710089
  nChanged 1206
		SP:Iteration 10Q (964.340000 sec): 3 clusters
  Score: Raw -4324525.649108 + Penalty 5125.391266 = -4319400.257842
  nChanged 1004
		SP:Iteration 11Q (964.460000 sec): 3 clusters
  Score: Raw -4325310.016345 + Penalty 5125.391266 = -4320184.625079
  nChanged 891
		SP:Iteration 12Q (964.560000 sec): 3 clusters
  Score: Raw -4325967.098174 + Penalty 5125.391266 = -4320841.706909
  nChanged 753
		SP:Iteration 13Q (964.670000 sec): 3 clusters
  Score: Raw -4326477.785524 + Penalty 5125.391266 = -4321352.394258
  nChanged 573
		SP:Iteration 14Q (964.780000 sec): 3 clusters
  Score: Raw -4326836.345304 + Penalty 5125.391266 = -4321710.954038
  nChanged 488
		SP:Iteration 15Q (964.880000 sec): 3 clusters
  Score: Raw -4327118.523112 + Penalty 5125.391266 = -4321993.131846
  nChanged 412
		SP:Iteration 16Q (964.980000 sec): 3 clusters
  Score: Raw -4327331.987660 + Penalty 5125.391266 = -4322206.596394
  nChanged 326
		SP:Iteration 17Q (965.080000 sec): 3 clusters
  Score: Raw -4327488.934893 + Penalty 5125.391266 = -4322363.543627
  nChanged 263
		SP:Iteration 18Q (965.170000 sec): 3 clusters
  Score: Raw -4327602.911984 + Penalty 5125.391266 = -4322477.520719
  nChanged 202
		SP:Iteration 19Q (965.260000 sec): 3 clusters
  Score: Raw -4327663.513654 + Penalty 5125.391266 = -4322538.122388
  nChanged 142
		SP:Iteration 20F (965.380000 sec): 3 clusters
  Score: Raw -4327704.015934 + Penalty 5125.391266 = -4322578.624668
  nChanged 115
		SP:Iteration 21Q (965.470000 sec): 3 clusters
  Score: Raw -4327731.921312 + Penalty 5125.391266 = -4322606.530046
  nChanged 88
		SP:Iteration 22Q (965.560000 sec): 3 clusters
  Score: Raw -4327752.538140 + Penalty 5125.391266 = -4322627.146874
  nChanged 86
		SP:Iteration 23Q (965.660000 sec): 3 clusters
  Score: Raw -4327770.910035 + Penalty 5125.391266 = -4322645.518769
  nChanged 78
		SP:Iteration 24Q (965.750000 sec): 3 clusters
  Score: Raw -4327787.419137 + Penalty 5125.391266 = -4322662.027871
  nChanged 74
		SP:Iteration 25Q (965.840000 sec): 3 clusters
  Score: Raw -4327803.746517 + Penalty 5125.391266 = -4322678.355251
  nChanged 74
		SP:Iteration 26Q (965.930000 sec): 3 clusters
  Score: Raw -4327818.382344 + Penalty 5125.391266 = -4322692.991078
  nChanged 55
		SP:Iteration 27Q (966.020000 sec): 3 clusters
  Score: Raw -4327828.887101 + Penalty 5125.391266 = -4322703.495835
  nChanged 54
		SP:Iteration 28Q (966.110000 sec): 3 clusters
  Score: Raw -4327840.783235 + Penalty 5125.391266 = -4322715.391970
  nChanged 51
		SP:Iteration 29Q (966.200000 sec): 3 clusters
  Score: Raw -4327851.720992 + Penalty 5125.391266 = -4322726.329726
  nChanged 50
		SP:Iteration 30Q (966.300000 sec): 3 clusters
  Score: Raw -4327861.218715 + Penalty 5125.391266 = -4322735.827449
  nChanged 29
		SP:Iteration 31Q (966.380000 sec): 3 clusters
  Score: Raw -4327865.282312 + Penalty 5125.391266 = -4322739.891046
  nChanged 28
		SP:Iteration 32Q (966.480000 sec): 3 clusters
  Score: Raw -4327869.217880 + Penalty 5125.391266 = -4322743.826615
  nChanged 28
		SP:Iteration 33Q (966.570000 sec): 3 clusters
  Score: Raw -4327874.270328 + Penalty 5125.391266 = -4322748.879062
  nChanged 37
		SP:Iteration 34Q (966.660000 sec): 3 clusters
  Score: Raw -4327882.666112 + Penalty 5125.391266 = -4322757.274846
  nChanged 39
		SP:Iteration 35Q (966.750000 sec): 3 clusters
  Score: Raw -4327890.907418 + Penalty 5125.391266 = -4322765.516152
  nChanged 31
		SP:Iteration 36Q (966.840000 sec): 3 clusters
  Score: Raw -4327897.097898 + Penalty 5125.391266 = -4322771.706632
  nChanged 30
		SP:Iteration 37Q (966.930000 sec): 3 clusters
  Score: Raw -4327902.398282 + Penalty 5125.391266 = -4322777.007017
  nChanged 22
		SP:Iteration 38Q (967.020000 sec): 3 clusters
  Score: Raw -4327906.159353 + Penalty 5125.391266 = -4322780.768088
  nChanged 25
		SP:Iteration 39Q (967.110000 sec): 3 clusters
  Score: Raw -4327910.117084 + Penalty 5125.391266 = -4322784.725818
  nChanged 21
		SP:Iteration 40F (967.220000 sec): 3 clusters
  Score: Raw -4327912.995722 + Penalty 5125.391266 = -4322787.604457
  nChanged 14
		SP:Iteration 41Q (967.310000 sec): 3 clusters
  Score: Raw -4327914.467773 + Penalty 5125.391266 = -4322789.076508
  nChanged 12
		SP:Iteration 42Q (967.400000 sec): 3 clusters
  Score: Raw -4327916.247803 + Penalty 5125.391266 = -4322790.856537
  nChanged 13
		SP:Iteration 43Q (967.490000 sec): 3 clusters
  Score: Raw -4327918.054286 + Penalty 5125.391266 = -4322792.663020
  nChanged 10
		SP:Iteration 44Q (967.580000 sec): 3 clusters
  Score: Raw -4327919.547119 + Penalty 5125.391266 = -4322794.155854
  nChanged 10
		SP:Iteration 45Q (967.670000 sec): 3 clusters
  Score: Raw -4327921.083108 + Penalty 5125.391266 = -4322795.691842
  nChanged 12
		SP:Iteration 46Q (967.760000 sec): 3 clusters
  Score: Raw -4327922.936285 + Penalty 5125.391266 = -4322797.545020
  nChanged 14
		SP:Iteration 47Q (967.840000 sec): 3 clusters
  Score: Raw -4327924.334303 + Penalty 5125.391266 = -4322798.943038
  nChanged 10
		SP:Iteration 48Q (967.940000 sec): 3 clusters
  Score: Raw -4327925.781128 + Penalty 5125.391266 = -4322800.389863
  nChanged 12
		SP:Iteration 49Q (968.020000 sec): 3 clusters
  Score: Raw -4327927.251205 + Penalty 5125.391266 = -4322801.859940
  nChanged 13
		SP:Iteration 50Q (968.110000 sec): 3 clusters
  Score: Raw -4327928.739849 + Penalty 5125.391266 = -4322803.348584
  nChanged 17
		SP:Iteration 51Q (968.200000 sec): 3 clusters
  Score: Raw -4327931.189760 + Penalty 5125.391266 = -4322805.798495
  nChanged 15
		SP:Iteration 52Q (968.290000 sec): 3 clusters
  Score: Raw -4327933.082942 + Penalty 5125.391266 = -4322807.691676
  nChanged 12
		SP:Iteration 53Q (968.380000 sec): 3 clusters
  Score: Raw -4327934.617394 + Penalty 5125.391266 = -4322809.226128
  nChanged 14
		SP:Iteration 54Q (968.470000 sec): 3 clusters
  Score: Raw -4327936.710935 + Penalty 5125.391266 = -4322811.319670
  nChanged 18
		SP:Iteration 55Q (968.560000 sec): 3 clusters
  Score: Raw -4327939.220959 + Penalty 5125.391266 = -4322813.829694
  nChanged 13
		SP:Iteration 56Q (968.650000 sec): 3 clusters
  Score: Raw -4327940.516608 + Penalty 5125.391266 = -4322815.125342
  nChanged 9
		SP:Iteration 57Q (968.740000 sec): 3 clusters
  Score: Raw -4327942.012015 + Penalty 5125.391266 = -4322816.620749
  nChanged 8
		SP:Iteration 58Q (968.820000 sec): 3 clusters
  Score: Raw -4327943.100298 + Penalty 5125.391266 = -4322817.709032
  nChanged 9
		SP:Iteration 59Q (968.910000 sec): 3 clusters
  Score: Raw -4327944.098190 + Penalty 5125.391266 = -4322818.706924
  nChanged 5
		SP:Iteration 60F (969.030000 sec): 3 clusters
  Score: Raw -4327944.809775 + Penalty 5125.391266 = -4322819.418509
  nChanged 8
		SP:Iteration 61Q (969.120000 sec): 3 clusters
  Score: Raw -4327945.943886 + Penalty 5125.391266 = -4322820.552621
  nChanged 7
		SP:Iteration 62Q (969.200000 sec): 3 clusters
  Score: Raw -4327946.948471 + Penalty 5125.391266 = -4322821.557206
  nChanged 8
		SP:Iteration 63Q (969.290000 sec): 3 clusters
  Score: Raw -4327948.397845 + Penalty 5125.391266 = -4322823.006579
  nChanged 11
		SP:Iteration 64Q (969.380000 sec): 3 clusters
  Score: Raw -4327950.448103 + Penalty 5125.391266 = -4322825.056838
  nChanged 11
		SP:Iteration 65Q (969.470000 sec): 3 clusters
  Score: Raw -4327951.803538 + Penalty 5125.391266 = -4322826.412273
  nChanged 8
		SP:Iteration 66Q (969.560000 sec): 3 clusters
  Score: Raw -4327953.222300 + Penalty 5125.391266 = -4322827.831034
  nChanged 8
		SP:Iteration 67Q (969.640000 sec): 3 clusters
  Score: Raw -4327954.393724 + Penalty 5125.391266 = -4322829.002459
  nChanged 7
		SP:Iteration 68Q (969.730000 sec): 3 clusters
  Score: Raw -4327955.463101 + Penalty 5125.391266 = -4322830.071836
  nChanged 6
		SP:Iteration 69Q (969.820000 sec): 3 clusters
  Score: Raw -4327956.084433 + Penalty 5125.391266 = -4322830.693168
  nChanged 2
		SP:Iteration 70Q (969.910000 sec): 3 clusters
  Score: Raw -4327956.393249 + Penalty 5125.391266 = -4322831.001984
  nChanged 2
		SP:Iteration 71Q (970.000000 sec): 3 clusters
  Score: Raw -4327956.662289 + Penalty 5125.391266 = -4322831.271023
  nChanged 3
		SP:Iteration 72Q (970.090000 sec): 3 clusters
  Score: Raw -4327957.197034 + Penalty 5125.391266 = -4322831.805768
  nChanged 2
		SP:Iteration 73Q (970.180000 sec): 3 clusters
  Score: Raw -4327957.530705 + Penalty 5125.391266 = -4322832.139440
  nChanged 2
		SP:Iteration 74Q (970.260000 sec): 3 clusters
  Score: Raw -4327957.739530 + Penalty 5125.391266 = -4322832.348265
  nChanged 1
		SP:Iteration 75Q (970.350000 sec): 3 clusters
  Score: Raw -4327957.934704 + Penalty 5125.391266 = -4322832.543438
  nChanged 4
		SP:Iteration 76Q (970.440000 sec): 3 clusters
  Score: Raw -4327958.473389 + Penalty 5125.391266 = -4322833.082123
  nChanged 5
		SP:Iteration 77Q (970.530000 sec): 3 clusters
  Score: Raw -4327959.334354 + Penalty 5125.391266 = -4322833.943088
  nChanged 7
		SP:Iteration 78Q (970.620000 sec): 3 clusters
  Score: Raw -4327960.330728 + Penalty 5125.391266 = -4322834.939463
  nChanged 8
		SP:Iteration 79Q (970.700000 sec): 3 clusters
  Score: Raw -4327961.684489 + Penalty 5125.391266 = -4322836.293223
  nChanged 7
		SP:Iteration 80F (970.820000 sec): 3 clusters
  Score: Raw -4327962.801744 + Penalty 5125.391266 = -4322837.410478
  nChanged 11
		SP:Iteration 81Q (970.900000 sec): 3 clusters
  Score: Raw -4327964.691595 + Penalty 5125.391266 = -4322839.300330
  nChanged 13
		SP:Iteration 82Q (970.990000 sec): 3 clusters
  Score: Raw -4327966.405051 + Penalty 5125.391266 = -4322841.013785
  nChanged 13
		SP:Iteration 83Q (971.080000 sec): 3 clusters
  Score: Raw -4327968.434687 + Penalty 5125.391266 = -4322843.043421
  nChanged 12
		SP:Iteration 84Q (971.160000 sec): 3 clusters
  Score: Raw -4327970.156094 + Penalty 5125.391266 = -4322844.764828
  nChanged 14
		SP:Iteration 85Q (971.260000 sec): 3 clusters
  Score: Raw -4327971.934232 + Penalty 5125.391266 = -4322846.542967
  nChanged 10
		SP:Iteration 86Q (971.340000 sec): 3 clusters
  Score: Raw -4327973.443232 + Penalty 5125.391266 = -4322848.051966
  nChanged 12
		SP:Iteration 87Q (971.430000 sec): 3 clusters
  Score: Raw -4327975.056052 + Penalty 5125.391266 = -4322849.664787
  nChanged 9
		SP:Iteration 88Q (971.520000 sec): 3 clusters
  Score: Raw -4327976.508340 + Penalty 5125.391266 = -4322851.117074
  nChanged 6
		SP:Iteration 89Q (971.610000 sec): 3 clusters
  Score: Raw -4327977.709684 + Penalty 5125.391266 = -4322852.318418
  nChanged 6
		SP:Iteration 90Q (971.700000 sec): 3 clusters
  Score: Raw -4327978.658212 + Penalty 5125.391266 = -4322853.266946
  nChanged 5
		SP:Iteration 91Q (971.780000 sec): 3 clusters
  Score: Raw -4327979.550576 + Penalty 5125.391266 = -4322854.159311
  nChanged 4
		SP:Iteration 92Q (971.870000 sec): 3 clusters
  Score: Raw -4327980.074861 + Penalty 5125.391266 = -4322854.683596
  nChanged 6
		SP:Iteration 93Q (971.960000 sec): 3 clusters
  Score: Raw -4327980.790619 + Penalty 5125.391266 = -4322855.399353
  nChanged 6
		SP:Iteration 94Q (972.050000 sec): 3 clusters
  Score: Raw -4327981.582291 + Penalty 5125.391266 = -4322856.191025
  nChanged 3
		SP:Iteration 95Q (972.140000 sec): 3 clusters
  Score: Raw -4327982.351522 + Penalty 5125.391266 = -4322856.960257
  nChanged 5
		SP:Iteration 96Q (972.220000 sec): 3 clusters
  Score: Raw -4327983.001450 + Penalty 5125.391266 = -4322857.610185
  nChanged 5
		SP:Iteration 97Q (972.310000 sec): 3 clusters
  Score: Raw -4327983.515662 + Penalty 5125.391266 = -4322858.124396
  nChanged 1
		SP:Iteration 98Q (972.400000 sec): 3 clusters
  Score: Raw -4327983.568009 + Penalty 5125.391266 = -4322858.176743
  nChanged 0
		SP:Iteration 99F (972.510000 sec): 3 clusters
  Score: Raw -4327983.568009 + Penalty 5125.391266 = -4322858.176743
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (210928 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (973.260000 sec): 2 clusters
  Score: Raw -30911733.664913 + Penalty 3040.299486 = -30908693.365427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (974.080000 sec): 3 clusters
  Score: Raw -30773150.392367 + Penalty 6080.598973 = -30767069.793395
  nChanged 101469
		SP:Iteration 1F (974.890000 sec): 3 clusters
  Score: Raw -30833936.332535 + Penalty 6080.598973 = -30827855.733563
  nChanged 8315
		SP:Iteration 2Q (975.720000 sec): 3 clusters
  Score: Raw -30836886.085103 + Penalty 6080.598973 = -30830805.486131
  nChanged 10162
		SP:Iteration 3Q (976.550000 sec): 3 clusters
  Score: Raw -30841447.208952 + Penalty 6080.598973 = -30835366.609980
  nChanged 12019
		SP:Iteration 4F (977.360000 sec): 3 clusters
  Score: Raw -30847879.991385 + Penalty 6080.598973 = -30841799.392413
  nChanged 13471
		SP:Iteration 5F (978.160000 sec): 3 clusters
  Score: Raw -30855948.799423 + Penalty 6080.598973 = -30849868.200450
  nChanged 13696
		SP:Iteration 6F (978.970000 sec): 3 clusters
  Score: Raw -30864163.587126 + Penalty 6080.598973 = -30858082.988154
  nChanged 12689
		SP:Iteration 7F (979.810000 sec): 3 clusters
  Score: Raw -30871552.707201 + Penalty 6080.598973 = -30865472.108228
  nChanged 11428
		SP:Iteration 8F (980.680000 sec): 3 clusters
  Score: Raw -30878135.932463 + Penalty 6080.598973 = -30872055.333490
  nChanged 10320
		SP:Iteration 9Q (981.520000 sec): 3 clusters
  Score: Raw -30884182.636081 + Penalty 6080.598973 = -30878102.037109
  nChanged 9881
		SP:Iteration 10Q (982.310000 sec): 3 clusters
  Score: Raw -30890099.232730 + Penalty 6080.598973 = -30884018.633757
  nChanged 9613
		SP:Iteration 11Q (983.100000 sec): 3 clusters
  Score: Raw -30895859.372908 + Penalty 6080.598973 = -30889778.773935
  nChanged 9145
		SP:Iteration 12Q (983.860000 sec): 3 clusters
  Score: Raw -30901436.373773 + Penalty 6080.598973 = -30895355.774800
  nChanged 8557
		SP:Iteration 13Q (984.610000 sec): 3 clusters
  Score: Raw -30906778.363603 + Penalty 6080.598973 = -30900697.764630
  nChanged 7536
		SP:Iteration 14Q (985.340000 sec): 3 clusters
  Score: Raw -30911507.587369 + Penalty 6080.598973 = -30905426.988397
  nChanged 6277
		SP:Iteration 15Q (986.060000 sec): 3 clusters
  Score: Raw -30915288.862682 + Penalty 6080.598973 = -30909208.263710
  nChanged 4953
		SP:Iteration 16Q (986.750000 sec): 3 clusters
  Score: Raw -30917961.693087 + Penalty 6080.598973 = -30911881.094114
  nChanged 3750
		SP:Iteration 17Q (987.420000 sec): 3 clusters
  Score: Raw -30919634.734725 + Penalty 6080.598973 = -30913554.135752
  nChanged 2752
		SP:Iteration 18Q (988.080000 sec): 3 clusters
  Score: Raw -30920588.706205 + Penalty 6080.598973 = -30914508.107232
  nChanged 2100
		SP:Iteration 19Q (988.730000 sec): 3 clusters
  Score: Raw -30921166.721444 + Penalty 6080.598973 = -30915086.122471
  nChanged 1563
		SP:Iteration 20F (989.520000 sec): 3 clusters
  Score: Raw -30921511.630333 + Penalty 6080.598973 = -30915431.031360
  nChanged 1183
		SP:Iteration 21Q (990.160000 sec): 3 clusters
  Score: Raw -30921731.251564 + Penalty 6080.598973 = -30915650.652592
  nChanged 927
		SP:Iteration 22Q (990.790000 sec): 3 clusters
  Score: Raw -30921873.700064 + Penalty 6080.598973 = -30915793.101091
  nChanged 748
		SP:Iteration 23Q (991.430000 sec): 3 clusters
  Score: Raw -30921969.680815 + Penalty 6080.598973 = -30915889.081842
  nChanged 564
		SP:Iteration 24Q (992.060000 sec): 3 clusters
  Score: Raw -30922030.164532 + Penalty 6080.598973 = -30915949.565560
  nChanged 440
		SP:Iteration 25Q (992.700000 sec): 3 clusters
  Score: Raw -30922069.513083 + Penalty 6080.598973 = -30915988.914111
  nChanged 324
		SP:Iteration 26Q (993.320000 sec): 3 clusters
  Score: Raw -30922096.226233 + Penalty 6080.598973 = -30916015.627260
  nChanged 274
		SP:Iteration 27Q (993.940000 sec): 3 clusters
  Score: Raw -30922116.858720 + Penalty 6080.598973 = -30916036.259747
  nChanged 205
		SP:Iteration 28Q (994.560000 sec): 3 clusters
  Score: Raw -30922131.472541 + Penalty 6080.598973 = -30916050.873568
  nChanged 193
		SP:Iteration 29Q (995.190000 sec): 3 clusters
  Score: Raw -30922144.391186 + Penalty 6080.598973 = -30916063.792213
  nChanged 154
		SP:Iteration 30Q (995.810000 sec): 3 clusters
  Score: Raw -30922152.874208 + Penalty 6080.598973 = -30916072.275236
  nChanged 114
		SP:Iteration 31Q (996.430000 sec): 3 clusters
  Score: Raw -30922158.475521 + Penalty 6080.598973 = -30916077.876548
  nChanged 94
		SP:Iteration 32Q (997.050000 sec): 3 clusters
  Score: Raw -30922162.933755 + Penalty 6080.598973 = -30916082.334782
  nChanged 77
		SP:Iteration 33Q (997.670000 sec): 3 clusters
  Score: Raw -30922166.841651 + Penalty 6080.598973 = -30916086.242679
  nChanged 62
		SP:Iteration 34Q (998.300000 sec): 3 clusters
  Score: Raw -30922169.605870 + Penalty 6080.598973 = -30916089.006897
  nChanged 48
		SP:Iteration 35Q (998.920000 sec): 3 clusters
  Score: Raw -30922171.419995 + Penalty 6080.598973 = -30916090.821023
  nChanged 35
		SP:Iteration 36Q (999.540000 sec): 3 clusters
  Score: Raw -30922172.664160 + Penalty 6080.598973 = -30916092.065187
  nChanged 32
		SP:Iteration 37Q (1000.160000 sec): 3 clusters
  Score: Raw -30922173.865338 + Penalty 6080.598973 = -30916093.266366
  nChanged 29
		SP:Iteration 38Q (1000.780000 sec): 3 clusters
  Score: Raw -30922174.915505 + Penalty 6080.598973 = -30916094.316532
  nChanged 26
		SP:Iteration 39Q (1001.390000 sec): 3 clusters
  Score: Raw -30922175.820660 + Penalty 6080.598973 = -30916095.221687
  nChanged 20
		SP:Iteration 40F (1002.180000 sec): 3 clusters
  Score: Raw -30922176.714929 + Penalty 6080.598973 = -30916096.115957
  nChanged 22
		SP:Iteration 41Q (1002.800000 sec): 3 clusters
  Score: Raw -30922177.569686 + Penalty 6080.598973 = -30916096.970713
  nChanged 19
		SP:Iteration 42Q (1003.410000 sec): 3 clusters
  Score: Raw -30922178.349586 + Penalty 6080.598973 = -30916097.750613
  nChanged 16
		SP:Iteration 43Q (1004.030000 sec): 3 clusters
  Score: Raw -30922178.968775 + Penalty 6080.598973 = -30916098.369802
  nChanged 20
		SP:Iteration 44Q (1004.650000 sec): 3 clusters
  Score: Raw -30922179.516672 + Penalty 6080.598973 = -30916098.917699
  nChanged 15
		SP:Iteration 45Q (1005.280000 sec): 3 clusters
  Score: Raw -30922180.039367 + Penalty 6080.598973 = -30916099.440395
  nChanged 11
		SP:Iteration 46Q (1005.900000 sec): 3 clusters
  Score: Raw -30922180.352723 + Penalty 6080.598973 = -30916099.753751
  nChanged 9
		SP:Iteration 47Q (1006.510000 sec): 3 clusters
  Score: Raw -30922180.606613 + Penalty 6080.598973 = -30916100.007640
  nChanged 6
		SP:Iteration 48Q (1007.130000 sec): 3 clusters
  Score: Raw -30922180.746315 + Penalty 6080.598973 = -30916100.147343
  nChanged 3
		SP:Iteration 49Q (1007.750000 sec): 3 clusters
  Score: Raw -30922180.822256 + Penalty 6080.598973 = -30916100.223283
  nChanged 2
		SP:Iteration 50Q (1008.370000 sec): 3 clusters
  Score: Raw -30922180.864883 + Penalty 6080.598973 = -30916100.265911
  nChanged 1
		SP:Iteration 51Q (1008.990000 sec): 3 clusters
  Score: Raw -30922180.886061 + Penalty 6080.598973 = -30916100.287088
  nChanged 0
		SP:Iteration 52F (1009.770000 sec): 3 clusters
  Score: Raw -30922180.886061 + Penalty 6080.598973 = -30916100.287088
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 27.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1010.190000 sec): 2 clusters
  Score: Raw -17489174.565057 + Penalty 2900.322042 = -17486274.243016
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1010.650000 sec): 3 clusters
  Score: Raw -17411870.661440 + Penalty 5800.644083 = -17406070.017357
  nChanged 56987
		SP:Iteration 1F (1011.100000 sec): 3 clusters
  Score: Raw -17445591.858583 + Penalty 5800.644083 = -17439791.214499
  nChanged 5124
		SP:Iteration 2Q (1011.570000 sec): 3 clusters
  Score: Raw -17447588.070919 + Penalty 5800.644083 = -17441787.426835
  nChanged 6381
		SP:Iteration 3F (1012.020000 sec): 3 clusters
  Score: Raw -17450879.646359 + Penalty 5800.644083 = -17445079.002276
  nChanged 8201
		SP:Iteration 4F (1012.470000 sec): 3 clusters
  Score: Raw -17456545.368479 + Penalty 5800.644083 = -17450744.724396
  nChanged 9739
		SP:Iteration 5F (1012.920000 sec): 3 clusters
  Score: Raw -17464840.025769 + Penalty 5800.644083 = -17459039.381686
  nChanged 9603
		SP:Iteration 6F (1013.370000 sec): 3 clusters
  Score: Raw -17474225.800314 + Penalty 5800.644083 = -17468425.156230
  nChanged 7231
		SP:Iteration 7F (1013.820000 sec): 3 clusters
  Score: Raw -17481530.327021 + Penalty 5800.644083 = -17475729.682937
  nChanged 4144
		SP:Iteration 8Q (1014.240000 sec): 3 clusters
  Score: Raw -17485639.370493 + Penalty 5800.644083 = -17479838.726410
  nChanged 2170
		SP:Iteration 9Q (1014.610000 sec): 3 clusters
  Score: Raw -17487560.265828 + Penalty 5800.644083 = -17481759.621745
  nChanged 1259
		SP:Iteration 10Q (1014.970000 sec): 3 clusters
  Score: Raw -17488518.116370 + Penalty 5800.644083 = -17482717.472287
  nChanged 809
		SP:Iteration 11Q (1015.310000 sec): 3 clusters
  Score: Raw -17488970.464581 + Penalty 5800.644083 = -17483169.820498
  nChanged 523
		SP:Iteration 12Q (1015.650000 sec): 3 clusters
  Score: Raw -17489201.555483 + Penalty 5800.644083 = -17483400.911400
  nChanged 374
		SP:Iteration 13Q (1015.990000 sec): 3 clusters
  Score: Raw -17489358.479909 + Penalty 5800.644083 = -17483557.835826
  nChanged 291
		SP:Iteration 14Q (1016.320000 sec): 3 clusters
  Score: Raw -17489469.811294 + Penalty 5800.644083 = -17483669.167210
  nChanged 234
		SP:Iteration 15Q (1016.650000 sec): 3 clusters
  Score: Raw -17489559.552570 + Penalty 5800.644083 = -17483758.908487
  nChanged 187
		SP:Iteration 16Q (1016.980000 sec): 3 clusters
  Score: Raw -17489622.604959 + Penalty 5800.644083 = -17483821.960876
  nChanged 164
		SP:Iteration 17Q (1017.310000 sec): 3 clusters
  Score: Raw -17489679.005159 + Penalty 5800.644083 = -17483878.361076
  nChanged 161
		SP:Iteration 18Q (1017.640000 sec): 3 clusters
  Score: Raw -17489735.022019 + Penalty 5800.644083 = -17483934.377936
  nChanged 132
		SP:Iteration 19Q (1017.970000 sec): 3 clusters
  Score: Raw -17489781.877158 + Penalty 5800.644083 = -17483981.233075
  nChanged 102
		SP:Iteration 20F (1018.410000 sec): 3 clusters
  Score: Raw -17489821.633104 + Penalty 5800.644083 = -17484020.989021
  nChanged 103
		SP:Iteration 21Q (1018.740000 sec): 3 clusters
  Score: Raw -17489856.796423 + Penalty 5800.644083 = -17484056.152340
  nChanged 81
		SP:Iteration 22Q (1019.060000 sec): 3 clusters
  Score: Raw -17489883.052964 + Penalty 5800.644083 = -17484082.408881
  nChanged 56
		SP:Iteration 23Q (1019.390000 sec): 3 clusters
  Score: Raw -17489899.086478 + Penalty 5800.644083 = -17484098.442395
  nChanged 45
		SP:Iteration 24Q (1019.710000 sec): 3 clusters
  Score: Raw -17489909.459480 + Penalty 5800.644083 = -17484108.815396
  nChanged 48
		SP:Iteration 25Q (1020.030000 sec): 3 clusters
  Score: Raw -17489921.603740 + Penalty 5800.644083 = -17484120.959657
  nChanged 45
		SP:Iteration 26Q (1020.360000 sec): 3 clusters
  Score: Raw -17489932.087586 + Penalty 5800.644083 = -17484131.443503
  nChanged 31
		SP:Iteration 27Q (1020.680000 sec): 3 clusters
  Score: Raw -17489938.121798 + Penalty 5800.644083 = -17484137.477715
  nChanged 28
		SP:Iteration 28Q (1021.010000 sec): 3 clusters
  Score: Raw -17489943.452373 + Penalty 5800.644083 = -17484142.808290
  nChanged 27
		SP:Iteration 29Q (1021.330000 sec): 3 clusters
  Score: Raw -17489949.348339 + Penalty 5800.644083 = -17484148.704256
  nChanged 24
		SP:Iteration 30Q (1021.650000 sec): 3 clusters
  Score: Raw -17489955.892801 + Penalty 5800.644083 = -17484155.248718
  nChanged 19
		SP:Iteration 31Q (1021.980000 sec): 3 clusters
  Score: Raw -17489960.196533 + Penalty 5800.644083 = -17484159.552450
  nChanged 22
		SP:Iteration 32Q (1022.300000 sec): 3 clusters
  Score: Raw -17489966.004690 + Penalty 5800.644083 = -17484165.360607
  nChanged 25
		SP:Iteration 33Q (1022.620000 sec): 3 clusters
  Score: Raw -17489971.139641 + Penalty 5800.644083 = -17484170.495558
  nChanged 19
		SP:Iteration 34Q (1022.940000 sec): 3 clusters
  Score: Raw -17489975.874156 + Penalty 5800.644083 = -17484175.230073
  nChanged 20
		SP:Iteration 35Q (1023.270000 sec): 3 clusters
  Score: Raw -17489980.587565 + Penalty 5800.644083 = -17484179.943482
  nChanged 18
		SP:Iteration 36Q (1023.590000 sec): 3 clusters
  Score: Raw -17489984.316913 + Penalty 5800.644083 = -17484183.672830
  nChanged 12
		SP:Iteration 37Q (1023.910000 sec): 3 clusters
  Score: Raw -17489987.009328 + Penalty 5800.644083 = -17484186.365244
  nChanged 19
		SP:Iteration 38Q (1024.230000 sec): 3 clusters
  Score: Raw -17489991.157826 + Penalty 5800.644083 = -17484190.513743
  nChanged 16
		SP:Iteration 39Q (1024.550000 sec): 3 clusters
  Score: Raw -17489994.326258 + Penalty 5800.644083 = -17484193.682175
  nChanged 17
		SP:Iteration 40F (1024.990000 sec): 3 clusters
  Score: Raw -17489998.282308 + Penalty 5800.644083 = -17484197.638225
  nChanged 17
		SP:Iteration 41Q (1025.320000 sec): 3 clusters
  Score: Raw -17490002.259779 + Penalty 5800.644083 = -17484201.615696
  nChanged 15
		SP:Iteration 42Q (1025.640000 sec): 3 clusters
  Score: Raw -17490006.230575 + Penalty 5800.644083 = -17484205.586492
  nChanged 15
		SP:Iteration 43Q (1025.960000 sec): 3 clusters
  Score: Raw -17490010.675220 + Penalty 5800.644083 = -17484210.031137
  nChanged 14
		SP:Iteration 44Q (1026.290000 sec): 3 clusters
  Score: Raw -17490014.201933 + Penalty 5800.644083 = -17484213.557850
  nChanged 16
		SP:Iteration 45Q (1026.610000 sec): 3 clusters
  Score: Raw -17490017.485642 + Penalty 5800.644083 = -17484216.841558
  nChanged 12
		SP:Iteration 46Q (1026.930000 sec): 3 clusters
  Score: Raw -17490020.512579 + Penalty 5800.644083 = -17484219.868496
  nChanged 5
		SP:Iteration 47Q (1027.250000 sec): 3 clusters
  Score: Raw -17490021.311259 + Penalty 5800.644083 = -17484220.667175
  nChanged 4
		SP:Iteration 48Q (1027.570000 sec): 3 clusters
  Score: Raw -17490022.195033 + Penalty 5800.644083 = -17484221.550950
  nChanged 2
		SP:Iteration 49Q (1027.890000 sec): 3 clusters
  Score: Raw -17490022.654489 + Penalty 5800.644083 = -17484222.010406
  nChanged 0
		SP:Iteration 50F (1028.340000 sec): 3 clusters
  Score: Raw -17490022.654489 + Penalty 5800.644083 = -17484222.010406
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (10792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1028.430000 sec): 2 clusters
  Score: Raw -1639774.611211 + Penalty 2303.066979 = -1637471.544232
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1028.470000 sec): 3 clusters
  Score: Raw -1633930.154395 + Penalty 4606.133957 = -1629324.020438
  nChanged 4541
		SP:Iteration 1F (1028.510000 sec): 3 clusters
  Score: Raw -1636217.169758 + Penalty 4606.133957 = -1631611.035800
  nChanged 641
		SP:Iteration 2F (1028.550000 sec): 3 clusters
  Score: Raw -1636497.881593 + Penalty 4606.133957 = -1631891.747636
  nChanged 501
		SP:Iteration 3Q (1028.590000 sec): 3 clusters
  Score: Raw -1636697.580396 + Penalty 4606.133957 = -1632091.446439
  nChanged 405
		SP:Iteration 4Q (1028.630000 sec): 3 clusters
  Score: Raw -1636850.402439 + Penalty 4606.133957 = -1632244.268481
  nChanged 348
		SP:Iteration 5Q (1028.670000 sec): 3 clusters
  Score: Raw -1636979.525335 + Penalty 4606.133957 = -1632373.391378
  nChanged 311
		SP:Iteration 6Q (1028.710000 sec): 3 clusters
  Score: Raw -1637098.315047 + Penalty 4606.133957 = -1632492.181090
  nChanged 322
		SP:Iteration 7Q (1028.750000 sec): 3 clusters
  Score: Raw -1637229.040064 + Penalty 4606.133957 = -1632622.906106
  nChanged 353
		SP:Iteration 8Q (1028.790000 sec): 3 clusters
  Score: Raw -1637382.280159 + Penalty 4606.133957 = -1632776.146202
  nChanged 399
		SP:Iteration 9Q (1028.830000 sec): 3 clusters
  Score: Raw -1637563.585749 + Penalty 4606.133957 = -1632957.451792
  nChanged 427
		SP:Iteration 10Q (1028.870000 sec): 3 clusters
  Score: Raw -1637779.649810 + Penalty 4606.133957 = -1633173.515852
  nChanged 451
		SP:Iteration 11Q (1028.910000 sec): 3 clusters
  Score: Raw -1638017.200565 + Penalty 4606.133957 = -1633411.066608
  nChanged 433
		SP:Iteration 12Q (1028.940000 sec): 3 clusters
  Score: Raw -1638251.172546 + Penalty 4606.133957 = -1633645.038589
  nChanged 428
		SP:Iteration 13Q (1028.980000 sec): 3 clusters
  Score: Raw -1638498.223465 + Penalty 4606.133957 = -1633892.089507
  nChanged 428
		SP:Iteration 14Q (1029.020000 sec): 3 clusters
  Score: Raw -1638759.302151 + Penalty 4606.133957 = -1634153.168193
  nChanged 418
		SP:Iteration 15Q (1029.060000 sec): 3 clusters
  Score: Raw -1639036.831099 + Penalty 4606.133957 = -1634430.697141
  nChanged 387
		SP:Iteration 16Q (1029.100000 sec): 3 clusters
  Score: Raw -1639304.925826 + Penalty 4606.133957 = -1634698.791868
  nChanged 331
		SP:Iteration 17Q (1029.140000 sec): 3 clusters
  Score: Raw -1639533.211153 + Penalty 4606.133957 = -1634927.077196
  nChanged 265
		SP:Iteration 18Q (1029.180000 sec): 3 clusters
  Score: Raw -1639710.768751 + Penalty 4606.133957 = -1635104.634794
  nChanged 205
		SP:Iteration 19Q (1029.220000 sec): 3 clusters
  Score: Raw -1639845.393744 + Penalty 4606.133957 = -1635239.259786
  nChanged 159
		SP:Iteration 20F (1029.260000 sec): 3 clusters
  Score: Raw -1639956.797658 + Penalty 4606.133957 = -1635350.663700
  nChanged 115
		SP:Iteration 21Q (1029.300000 sec): 3 clusters
  Score: Raw -1640032.122933 + Penalty 4606.133957 = -1635425.988976
  nChanged 89
		SP:Iteration 22Q (1029.340000 sec): 3 clusters
  Score: Raw -1640094.350512 + Penalty 4606.133957 = -1635488.216554
  nChanged 73
		SP:Iteration 23Q (1029.380000 sec): 3 clusters
  Score: Raw -1640141.255873 + Penalty 4606.133957 = -1635535.121916
  nChanged 56
		SP:Iteration 24Q (1029.410000 sec): 3 clusters
  Score: Raw -1640173.527020 + Penalty 4606.133957 = -1635567.393063
  nChanged 34
		SP:Iteration 25Q (1029.450000 sec): 3 clusters
  Score: Raw -1640193.092340 + Penalty 4606.133957 = -1635586.958383
  nChanged 19
		SP:Iteration 26Q (1029.480000 sec): 3 clusters
  Score: Raw -1640206.132400 + Penalty 4606.133957 = -1635599.998443
  nChanged 16
		SP:Iteration 27Q (1029.520000 sec): 3 clusters
  Score: Raw -1640214.742127 + Penalty 4606.133957 = -1635608.608170
  nChanged 10
		SP:Iteration 28Q (1029.560000 sec): 3 clusters
  Score: Raw -1640220.776055 + Penalty 4606.133957 = -1635614.642098
  nChanged 15
		SP:Iteration 29Q (1029.590000 sec): 3 clusters
  Score: Raw -1640229.867803 + Penalty 4606.133957 = -1635623.733846
  nChanged 16
		SP:Iteration 30Q (1029.630000 sec): 3 clusters
  Score: Raw -1640238.336400 + Penalty 4606.133957 = -1635632.202442
  nChanged 10
		SP:Iteration 31Q (1029.660000 sec): 3 clusters
  Score: Raw -1640245.660637 + Penalty 4606.133957 = -1635639.526680
  nChanged 10
		SP:Iteration 32Q (1029.700000 sec): 3 clusters
  Score: Raw -1640250.756923 + Penalty 4606.133957 = -1635644.622966
  nChanged 11
		SP:Iteration 33Q (1029.740000 sec): 3 clusters
  Score: Raw -1640256.674118 + Penalty 4606.133957 = -1635650.540160
  nChanged 7
		SP:Iteration 34Q (1029.770000 sec): 3 clusters
  Score: Raw -1640260.354874 + Penalty 4606.133957 = -1635654.220917
  nChanged 3
		SP:Iteration 35Q (1029.810000 sec): 3 clusters
  Score: Raw -1640262.444175 + Penalty 4606.133957 = -1635656.310217
  nChanged 5
		SP:Iteration 36Q (1029.840000 sec): 3 clusters
  Score: Raw -1640265.778209 + Penalty 4606.133957 = -1635659.644252
  nChanged 4
		SP:Iteration 37Q (1029.880000 sec): 3 clusters
  Score: Raw -1640267.528765 + Penalty 4606.133957 = -1635661.394808
  nChanged 5
		SP:Iteration 38Q (1029.910000 sec): 3 clusters
  Score: Raw -1640269.895299 + Penalty 4606.133957 = -1635663.761342
  nChanged 2
		SP:Iteration 39Q (1029.950000 sec): 3 clusters
  Score: Raw -1640271.422188 + Penalty 4606.133957 = -1635665.288231
  nChanged 4
		SP:Iteration 40F (1029.990000 sec): 3 clusters
  Score: Raw -1640273.129200 + Penalty 4606.133957 = -1635666.995243
  nChanged 2
		SP:Iteration 41Q (1030.020000 sec): 3 clusters
  Score: Raw -1640274.361717 + Penalty 4606.133957 = -1635668.227760
  nChanged 2
		SP:Iteration 42Q (1030.060000 sec): 3 clusters
  Score: Raw -1640275.243146 + Penalty 4606.133957 = -1635669.109188
  nChanged 3
		SP:Iteration 43Q (1030.100000 sec): 3 clusters
  Score: Raw -1640276.315075 + Penalty 4606.133957 = -1635670.181118
  nChanged 2
		SP:Iteration 44Q (1030.130000 sec): 3 clusters
  Score: Raw -1640277.405311 + Penalty 4606.133957 = -1635671.271354
  nChanged 1
		SP:Iteration 45Q (1030.170000 sec): 3 clusters
  Score: Raw -1640277.992642 + Penalty 4606.133957 = -1635671.858684
  nChanged 3
		SP:Iteration 46Q (1030.200000 sec): 3 clusters
  Score: Raw -1640279.561101 + Penalty 4606.133957 = -1635673.427143
  nChanged 2
		SP:Iteration 47Q (1030.240000 sec): 3 clusters
  Score: Raw -1640280.436861 + Penalty 4606.133957 = -1635674.302904
  nChanged 1
		SP:Iteration 48Q (1030.270000 sec): 3 clusters
  Score: Raw -1640281.052259 + Penalty 4606.133957 = -1635674.918301
  nChanged 3
		SP:Iteration 49Q (1030.310000 sec): 3 clusters
  Score: Raw -1640282.329681 + Penalty 4606.133957 = -1635676.195724
  nChanged 1
		SP:Iteration 50Q (1030.340000 sec): 3 clusters
  Score: Raw -1640282.620555 + Penalty 4606.133957 = -1635676.486597
  nChanged 0
		SP:Iteration 51F (1030.380000 sec): 3 clusters
  Score: Raw -1640282.620555 + Penalty 4606.133957 = -1635676.486597
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (6669 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1030.410000 sec): 2 clusters
  Score: Raw -949083.746266 + Penalty 2183.695850 = -946900.050416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1030.430000 sec): 3 clusters
  Score: Raw -945634.755525 + Penalty 4367.391701 = -941267.363824
  nChanged 2702
		SP:Iteration 1F (1030.460000 sec): 3 clusters
  Score: Raw -947202.984963 + Penalty 4367.391701 = -942835.593263
  nChanged 542
		SP:Iteration 2F (1030.480000 sec): 3 clusters
  Score: Raw -947577.544328 + Penalty 4367.391701 = -943210.152628
  nChanged 425
		SP:Iteration 3F (1030.500000 sec): 3 clusters
  Score: Raw -947871.305258 + Penalty 4367.391701 = -943503.913558
  nChanged 359
		SP:Iteration 4F (1030.530000 sec): 3 clusters
  Score: Raw -948121.866120 + Penalty 4367.391701 = -943754.474420
  nChanged 310
		SP:Iteration 5Q (1030.550000 sec): 3 clusters
  Score: Raw -948332.786043 + Penalty 4367.391701 = -943965.394342
  nChanged 292
		SP:Iteration 6Q (1030.580000 sec): 3 clusters
  Score: Raw -948504.555897 + Penalty 4367.391701 = -944137.164196
  nChanged 268
		SP:Iteration 7Q (1030.600000 sec): 3 clusters
  Score: Raw -948666.822626 + Penalty 4367.391701 = -944299.430925
  nChanged 241
		SP:Iteration 8Q (1030.620000 sec): 3 clusters
  Score: Raw -948823.630583 + Penalty 4367.391701 = -944456.238882
  nChanged 231
		SP:Iteration 9Q (1030.650000 sec): 3 clusters
  Score: Raw -948976.597729 + Penalty 4367.391701 = -944609.206029
  nChanged 206
		SP:Iteration 10Q (1030.670000 sec): 3 clusters
  Score: Raw -949124.211956 + Penalty 4367.391701 = -944756.820255
  nChanged 198
		SP:Iteration 11Q (1030.700000 sec): 3 clusters
  Score: Raw -949275.566808 + Penalty 4367.391701 = -944908.175107
  nChanged 174
		SP:Iteration 12Q (1030.720000 sec): 3 clusters
  Score: Raw -949398.069128 + Penalty 4367.391701 = -945030.677427
  nChanged 130
		SP:Iteration 13Q (1030.740000 sec): 3 clusters
  Score: Raw -949486.873879 + Penalty 4367.391701 = -945119.482179
  nChanged 111
		SP:Iteration 14Q (1030.770000 sec): 3 clusters
  Score: Raw -949546.920489 + Penalty 4367.391701 = -945179.528788
  nChanged 87
		SP:Iteration 15Q (1030.790000 sec): 3 clusters
  Score: Raw -949590.039740 + Penalty 4367.391701 = -945222.648040
  nChanged 64
		SP:Iteration 16Q (1030.820000 sec): 3 clusters
  Score: Raw -949624.839655 + Penalty 4367.391701 = -945257.447954
  nChanged 57
		SP:Iteration 17Q (1030.840000 sec): 3 clusters
  Score: Raw -949648.349097 + Penalty 4367.391701 = -945280.957397
  nChanged 39
		SP:Iteration 18Q (1030.860000 sec): 3 clusters
  Score: Raw -949662.472092 + Penalty 4367.391701 = -945295.080391
  nChanged 21
		SP:Iteration 19Q (1030.880000 sec): 3 clusters
  Score: Raw -949670.062991 + Penalty 4367.391701 = -945302.671291
  nChanged 21
		SP:Iteration 20F (1030.910000 sec): 3 clusters
  Score: Raw -949677.923633 + Penalty 4367.391701 = -945310.531932
  nChanged 21
		SP:Iteration 21Q (1030.930000 sec): 3 clusters
  Score: Raw -949686.431948 + Penalty 4367.391701 = -945319.040247
  nChanged 20
		SP:Iteration 22Q (1030.950000 sec): 3 clusters
  Score: Raw -949692.788515 + Penalty 4367.391701 = -945325.396814
  nChanged 15
		SP:Iteration 23Q (1030.980000 sec): 3 clusters
  Score: Raw -949697.740718 + Penalty 4367.391701 = -945330.349017
  nChanged 14
		SP:Iteration 24Q (1031.000000 sec): 3 clusters
  Score: Raw -949702.751078 + Penalty 4367.391701 = -945335.359378
  nChanged 14
		SP:Iteration 25Q (1031.020000 sec): 3 clusters
  Score: Raw -949708.227097 + Penalty 4367.391701 = -945340.835396
  nChanged 7
		SP:Iteration 26Q (1031.040000 sec): 3 clusters
  Score: Raw -949710.232586 + Penalty 4367.391701 = -945342.840885
  nChanged 9
		SP:Iteration 27Q (1031.060000 sec): 3 clusters
  Score: Raw -949712.559929 + Penalty 4367.391701 = -945345.168229
  nChanged 8
		SP:Iteration 28Q (1031.090000 sec): 3 clusters
  Score: Raw -949714.472580 + Penalty 4367.391701 = -945347.080879
  nChanged 10
		SP:Iteration 29Q (1031.110000 sec): 3 clusters
  Score: Raw -949718.182230 + Penalty 4367.391701 = -945350.790529
  nChanged 8
		SP:Iteration 30Q (1031.130000 sec): 3 clusters
  Score: Raw -949720.759275 + Penalty 4367.391701 = -945353.367574
  nChanged 12
		SP:Iteration 31Q (1031.150000 sec): 3 clusters
  Score: Raw -949724.148284 + Penalty 4367.391701 = -945356.756584
  nChanged 9
		SP:Iteration 32Q (1031.180000 sec): 3 clusters
  Score: Raw -949727.192195 + Penalty 4367.391701 = -945359.800494
  nChanged 11
		SP:Iteration 33Q (1031.200000 sec): 3 clusters
  Score: Raw -949730.591176 + Penalty 4367.391701 = -945363.199476
  nChanged 5
		SP:Iteration 34Q (1031.220000 sec): 3 clusters
  Score: Raw -949732.139738 + Penalty 4367.391701 = -945364.748038
  nChanged 4
		SP:Iteration 35Q (1031.240000 sec): 3 clusters
  Score: Raw -949733.054056 + Penalty 4367.391701 = -945365.662355
  nChanged 1
		SP:Iteration 36Q (1031.260000 sec): 3 clusters
  Score: Raw -949733.196912 + Penalty 4367.391701 = -945365.805211
  nChanged 0
		SP:Iteration 37F (1031.290000 sec): 3 clusters
  Score: Raw -949733.196912 + Penalty 4367.391701 = -945365.805211
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1031.300000 sec): 2 clusters
  Score: Raw -41717.255406 + Penalty 1485.883208 = -40231.372198
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1031.300000 sec): 3 clusters
  Score: Raw -41885.415095 + Penalty 2971.766415 = -38913.648679
  nChanged 107
		SP:Iteration 1F (1031.300000 sec): 3 clusters
  Score: Raw -42535.135807 + Penalty 2971.766415 = -39563.369392
  nChanged 31
		SP:Iteration 2F (1031.300000 sec): 3 clusters
  Score: Raw -42784.205606 + Penalty 2971.766415 = -39812.439190
  nChanged 23
		SP:Iteration 3F (1031.300000 sec): 3 clusters
  Score: Raw -42979.207181 + Penalty 2971.766415 = -40007.440765
  nChanged 31
		SP:Iteration 4F (1031.300000 sec): 3 clusters
  Score: Raw -43146.320816 + Penalty 2971.766415 = -40174.554401
  nChanged 19
		SP:Iteration 5Q (1031.300000 sec): 3 clusters
  Score: Raw -43314.440042 + Penalty 2971.766415 = -40342.673627
  nChanged 14
		SP:Iteration 6Q (1031.300000 sec): 3 clusters
  Score: Raw -43442.287600 + Penalty 2971.766415 = -40470.521184
  nChanged 12
		SP:Iteration 7Q (1031.300000 sec): 3 clusters
  Score: Raw -43530.590252 + Penalty 2971.766415 = -40558.823836
  nChanged 9
		SP:Iteration 8Q (1031.310000 sec): 3 clusters
  Score: Raw -43579.015651 + Penalty 2971.766415 = -40607.249236
  nChanged 2
		SP:Iteration 9Q (1031.310000 sec): 3 clusters
  Score: Raw -43586.067273 + Penalty 2971.766415 = -40614.300857
  nChanged 1
		SP:Iteration 10Q (1031.310000 sec): 3 clusters
  Score: Raw -43588.360641 + Penalty 2971.766415 = -40616.594226
  nChanged 0
		SP:Iteration 11F (1031.310000 sec): 3 clusters
  Score: Raw -43590.497855 + Penalty 2971.766415 = -40618.731439
  nChanged 2
		SP:Iteration 12Q (1031.310000 sec): 3 clusters
  Score: Raw -43633.111548 + Penalty 2971.766415 = -40661.345133
  nChanged 1
		SP:Iteration 13Q (1031.310000 sec): 3 clusters
  Score: Raw -43651.108789 + Penalty 2971.766415 = -40679.342373
  nChanged 0
		SP:Iteration 14F (1031.320000 sec): 3 clusters
  Score: Raw -43651.108789 + Penalty 2971.766415 = -40679.342373
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 28.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (28374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1031.420000 sec): 2 clusters
  Score: Raw -4137386.225333 + Penalty 2542.800671 = -4134843.424662
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1031.520000 sec): 3 clusters
  Score: Raw -4120539.217975 + Penalty 5085.601342 = -4115453.616633
  nChanged 12714
		SP:Iteration 1F (1031.630000 sec): 3 clusters
  Score: Raw -4128293.282969 + Penalty 5085.601342 = -4123207.681627
  nChanged 1931
		SP:Iteration 2F (1031.740000 sec): 3 clusters
  Score: Raw -4129592.694533 + Penalty 5085.601342 = -4124507.093191
  nChanged 2026
		SP:Iteration 3F (1031.850000 sec): 3 clusters
  Score: Raw -4130965.518058 + Penalty 5085.601342 = -4125879.916717
  nChanged 2101
		SP:Iteration 4F (1031.960000 sec): 3 clusters
  Score: Raw -4132259.506004 + Penalty 5085.601342 = -4127173.904662
  nChanged 1848
		SP:Iteration 5F (1032.060000 sec): 3 clusters
  Score: Raw -4133299.500618 + Penalty 5085.601342 = -4128213.899276
  nChanged 1477
		SP:Iteration 6F (1032.170000 sec): 3 clusters
  Score: Raw -4134103.128340 + Penalty 5085.601342 = -4129017.526998
  nChanged 1132
		SP:Iteration 7Q (1032.280000 sec): 3 clusters
  Score: Raw -4134727.689142 + Penalty 5085.601342 = -4129642.087800
  nChanged 843
		SP:Iteration 8Q (1032.380000 sec): 3 clusters
  Score: Raw -4135152.851837 + Penalty 5085.601342 = -4130067.250496
  nChanged 599
		SP:Iteration 9Q (1032.490000 sec): 3 clusters
  Score: Raw -4135457.897534 + Penalty 5085.601342 = -4130372.296192
  nChanged 509
		SP:Iteration 10Q (1032.600000 sec): 3 clusters
  Score: Raw -4135703.843809 + Penalty 5085.601342 = -4130618.242467
  nChanged 420
		SP:Iteration 11Q (1032.710000 sec): 3 clusters
  Score: Raw -4135885.729538 + Penalty 5085.601342 = -4130800.128196
  nChanged 392
		SP:Iteration 12Q (1032.820000 sec): 3 clusters
  Score: Raw -4136053.281203 + Penalty 5085.601342 = -4130967.679861
  nChanged 368
		SP:Iteration 13Q (1032.920000 sec): 3 clusters
  Score: Raw -4136240.804962 + Penalty 5085.601342 = -4131155.203620
  nChanged 381
		SP:Iteration 14Q (1033.030000 sec): 3 clusters
  Score: Raw -4136507.232930 + Penalty 5085.601342 = -4131421.631588
  nChanged 369
		SP:Iteration 15Q (1033.140000 sec): 3 clusters
  Score: Raw -4136917.418485 + Penalty 5085.601342 = -4131831.817143
  nChanged 311
		SP:Iteration 16Q (1033.240000 sec): 3 clusters
  Score: Raw -4137397.736044 + Penalty 5085.601342 = -4132312.134703
  nChanged 279
		SP:Iteration 17Q (1033.340000 sec): 3 clusters
  Score: Raw -4137761.538767 + Penalty 5085.601342 = -4132675.937425
  nChanged 307
		SP:Iteration 18Q (1033.430000 sec): 3 clusters
  Score: Raw -4137946.335986 + Penalty 5085.601342 = -4132860.734644
  nChanged 233
		SP:Iteration 19Q (1033.520000 sec): 3 clusters
  Score: Raw -4138036.953940 + Penalty 5085.601342 = -4132951.352598
  nChanged 157
		SP:Iteration 20F (1033.630000 sec): 3 clusters
  Score: Raw -4138084.035884 + Penalty 5085.601342 = -4132998.434542
  nChanged 133
		SP:Iteration 21Q (1033.720000 sec): 3 clusters
  Score: Raw -4138125.249890 + Penalty 5085.601342 = -4133039.648548
  nChanged 113
		SP:Iteration 22Q (1033.800000 sec): 3 clusters
  Score: Raw -4138159.013124 + Penalty 5085.601342 = -4133073.411782
  nChanged 111
		SP:Iteration 23Q (1033.890000 sec): 3 clusters
  Score: Raw -4138191.820669 + Penalty 5085.601342 = -4133106.219328
  nChanged 78
		SP:Iteration 24Q (1033.980000 sec): 3 clusters
  Score: Raw -4138210.162135 + Penalty 5085.601342 = -4133124.560793
  nChanged 70
		SP:Iteration 25Q (1034.060000 sec): 3 clusters
  Score: Raw -4138228.530566 + Penalty 5085.601342 = -4133142.929224
  nChanged 71
		SP:Iteration 26Q (1034.150000 sec): 3 clusters
  Score: Raw -4138248.187354 + Penalty 5085.601342 = -4133162.586012
  nChanged 71
		SP:Iteration 27Q (1034.240000 sec): 3 clusters
  Score: Raw -4138265.470918 + Penalty 5085.601342 = -4133179.869576
  nChanged 58
		SP:Iteration 28Q (1034.320000 sec): 3 clusters
  Score: Raw -4138280.584903 + Penalty 5085.601342 = -4133194.983562
  nChanged 54
		SP:Iteration 29Q (1034.410000 sec): 3 clusters
  Score: Raw -4138295.595579 + Penalty 5085.601342 = -4133209.994237
  nChanged 53
		SP:Iteration 30Q (1034.490000 sec): 3 clusters
  Score: Raw -4138306.847802 + Penalty 5085.601342 = -4133221.246461
  nChanged 43
		SP:Iteration 31Q (1034.580000 sec): 3 clusters
  Score: Raw -4138315.888689 + Penalty 5085.601342 = -4133230.287347
  nChanged 30
		SP:Iteration 32Q (1034.660000 sec): 3 clusters
  Score: Raw -4138322.007135 + Penalty 5085.601342 = -4133236.405793
  nChanged 32
		SP:Iteration 33Q (1034.740000 sec): 3 clusters
  Score: Raw -4138329.149252 + Penalty 5085.601342 = -4133243.547910
  nChanged 32
		SP:Iteration 34Q (1034.820000 sec): 3 clusters
  Score: Raw -4138336.361529 + Penalty 5085.601342 = -4133250.760187
  nChanged 23
		SP:Iteration 35Q (1034.910000 sec): 3 clusters
  Score: Raw -4138340.047482 + Penalty 5085.601342 = -4133254.446140
  nChanged 17
		SP:Iteration 36Q (1034.990000 sec): 3 clusters
  Score: Raw -4138343.038358 + Penalty 5085.601342 = -4133257.437016
  nChanged 16
		SP:Iteration 37Q (1035.080000 sec): 3 clusters
  Score: Raw -4138346.369318 + Penalty 5085.601342 = -4133260.767976
  nChanged 20
		SP:Iteration 38Q (1035.160000 sec): 3 clusters
  Score: Raw -4138351.314511 + Penalty 5085.601342 = -4133265.713169
  nChanged 17
		SP:Iteration 39Q (1035.240000 sec): 3 clusters
  Score: Raw -4138354.098946 + Penalty 5085.601342 = -4133268.497604
  nChanged 9
		SP:Iteration 40F (1035.350000 sec): 3 clusters
  Score: Raw -4138355.024861 + Penalty 5085.601342 = -4133269.423519
  nChanged 8
		SP:Iteration 41Q (1035.430000 sec): 3 clusters
  Score: Raw -4138356.638390 + Penalty 5085.601342 = -4133271.037049
  nChanged 11
		SP:Iteration 42Q (1035.510000 sec): 3 clusters
  Score: Raw -4138359.052762 + Penalty 5085.601342 = -4133273.451420
  nChanged 10
		SP:Iteration 43Q (1035.600000 sec): 3 clusters
  Score: Raw -4138360.552267 + Penalty 5085.601342 = -4133274.950925
  nChanged 7
		SP:Iteration 44Q (1035.680000 sec): 3 clusters
  Score: Raw -4138361.514498 + Penalty 5085.601342 = -4133275.913156
  nChanged 6
		SP:Iteration 45Q (1035.760000 sec): 3 clusters
  Score: Raw -4138362.688012 + Penalty 5085.601342 = -4133277.086670
  nChanged 8
		SP:Iteration 46Q (1035.840000 sec): 3 clusters
  Score: Raw -4138364.141075 + Penalty 5085.601342 = -4133278.539733
  nChanged 7
		SP:Iteration 47Q (1035.930000 sec): 3 clusters
  Score: Raw -4138365.599431 + Penalty 5085.601342 = -4133279.998089
  nChanged 9
		SP:Iteration 48Q (1036.010000 sec): 3 clusters
  Score: Raw -4138367.668805 + Penalty 5085.601342 = -4133282.067463
  nChanged 9
		SP:Iteration 49Q (1036.100000 sec): 3 clusters
  Score: Raw -4138370.144768 + Penalty 5085.601342 = -4133284.543427
  nChanged 8
		SP:Iteration 50Q (1036.180000 sec): 3 clusters
  Score: Raw -4138371.595029 + Penalty 5085.601342 = -4133285.993687
  nChanged 7
		SP:Iteration 51Q (1036.260000 sec): 3 clusters
  Score: Raw -4138372.379127 + Penalty 5085.601342 = -4133286.777785
  nChanged 5
		SP:Iteration 52Q (1036.350000 sec): 3 clusters
  Score: Raw -4138373.055749 + Penalty 5085.601342 = -4133287.454407
  nChanged 2
		SP:Iteration 53Q (1036.430000 sec): 3 clusters
  Score: Raw -4138373.303326 + Penalty 5085.601342 = -4133287.701984
  nChanged 2
		SP:Iteration 54Q (1036.510000 sec): 3 clusters
  Score: Raw -4138373.685316 + Penalty 5085.601342 = -4133288.083974
  nChanged 0
		SP:Iteration 55F (1036.620000 sec): 3 clusters
  Score: Raw -4138373.685316 + Penalty 5085.601342 = -4133288.083974
  nChanged 0
Iteration 59Q (1049.730000 sec): 29 clusters
  Score: Raw -117560327.554733 + Penalty 94491.211284 = -117465836.343448
  nChanged 15378
Iteration 60F (1079.730000 sec): 29 clusters
  Score: Raw -117568710.591581 + Penalty 94491.211284 = -117474219.380296
  nChanged 14018
Iteration 61Q (1087.730000 sec): 29 clusters
  Score: Raw -117574471.978560 + Penalty 94491.211284 = -117479980.767276
  nChanged 11135
Iteration 62Q (1095.570000 sec): 29 clusters
  Score: Raw -117577370.981906 + Penalty 94491.211284 = -117482879.770622
  nChanged 9177
Iteration 63Q (1103.300000 sec): 29 clusters
  Score: Raw -117579349.532512 + Penalty 94491.211284 = -117484858.321227
  nChanged 7687
Iteration 64Q (1110.990000 sec): 29 clusters
  Score: Raw -117580765.110500 + Penalty 94491.211284 = -117486273.899215
  nChanged 6572
Iteration 65Q (1118.630000 sec): 29 clusters
  Score: Raw -117581820.518006 + Penalty 94491.211284 = -117487329.306722
  nChanged 5690
Iteration 66Q (1126.210000 sec): 29 clusters
  Score: Raw -117582708.950746 + Penalty 94491.211284 = -117488217.739461
  nChanged 4975
Iteration 67Q (1133.760000 sec): 29 clusters
  Score: Raw -117583326.243905 + Penalty 94491.211284 = -117488835.032621
  nChanged 4348
Iteration 68Q (1141.250000 sec): 29 clusters
  Score: Raw -117583813.433299 + Penalty 94491.211284 = -117489322.222014
  nChanged 3756
Iteration 69Q (1148.730000 sec): 29 clusters
  Score: Raw -117584205.644969 + Penalty 94491.211284 = -117489714.433685
  nChanged 3288
Iteration 70Q (1156.210000 sec): 29 clusters
  Score: Raw -117584529.543453 + Penalty 94491.211284 = -117490038.332169
  nChanged 2932
Iteration 71Q (1163.670000 sec): 29 clusters
  Score: Raw -117584813.784459 + Penalty 94491.211284 = -117490322.573174
  nChanged 2563
Iteration 72Q (1171.210000 sec): 29 clusters
  Score: Raw -117585085.345258 + Penalty 94491.211284 = -117490594.133974
  nChanged 2299
Iteration 73Q (1178.610000 sec): 29 clusters
  Score: Raw -117585312.547409 + Penalty 94491.211284 = -117490821.336124
  nChanged 2029
Iteration 74Q (1186.000000 sec): 29 clusters
  Score: Raw -117585505.335962 + Penalty 94491.211284 = -117491014.124677
  nChanged 1823
Iteration 75Q (1193.390000 sec): 29 clusters
  Score: Raw -117585674.157199 + Penalty 94491.211284 = -117491182.945914
  nChanged 1737
Iteration 76Q (1200.790000 sec): 29 clusters
  Score: Raw -117585826.194799 + Penalty 94491.211284 = -117491334.983514
  nChanged 1465
Iteration 77Q (1208.210000 sec): 29 clusters
  Score: Raw -117585953.764036 + Penalty 94491.211284 = -117491462.552751
  nChanged 1258
Iteration 78Q (1215.540000 sec): 29 clusters
  Score: Raw -117586060.829859 + Penalty 94491.211284 = -117491569.618574
  nChanged 1158
Iteration 79Q (1222.880000 sec): 29 clusters
  Score: Raw -117586148.466487 + Penalty 94491.211284 = -117491657.255203
  nChanged 1036
Iteration 80F (1252.850000 sec): 29 clusters
  Score: Raw -117587159.124496 + Penalty 94491.211284 = -117492667.913211
  nChanged 1022
Iteration 81Q (1260.360000 sec): 29 clusters
  Score: Raw -117588008.326163 + Penalty 94491.211284 = -117493517.114878
  nChanged 1027
Iteration 82Q (1267.860000 sec): 29 clusters
  Score: Raw -117588309.365632 + Penalty 94491.211284 = -117493818.154348
  nChanged 1046
Iteration 83Q (1275.310000 sec): 29 clusters
  Score: Raw -117588494.811194 + Penalty 94491.211284 = -117494003.599910
  nChanged 955
Iteration 84Q (1282.790000 sec): 29 clusters
  Score: Raw -117588650.143193 + Penalty 94491.211284 = -117494158.931909
  nChanged 1003
Iteration 85Q (1290.230000 sec): 29 clusters
  Score: Raw -117588814.518487 + Penalty 94491.211284 = -117494323.307202
  nChanged 992
Iteration 86Q (1297.690000 sec): 29 clusters
  Score: Raw -117588975.546574 + Penalty 94491.211284 = -117494484.335289
  nChanged 967
Iteration 87Q (1305.260000 sec): 29 clusters
  Score: Raw -117589128.399006 + Penalty 94491.211284 = -117494637.187721
  nChanged 998
Iteration 88Q (1312.740000 sec): 29 clusters
  Score: Raw -117589271.220600 + Penalty 94491.211284 = -117494780.009316
  nChanged 1070
Iteration 89Q (1320.200000 sec): 29 clusters
  Score: Raw -117589436.564155 + Penalty 94491.211284 = -117494945.352871
  nChanged 1059
Iteration 90Q (1327.650000 sec): 29 clusters
  Score: Raw -117589591.384997 + Penalty 94491.211284 = -117495100.173713
  nChanged 986
Iteration 91Q (1335.090000 sec): 29 clusters
  Score: Raw -117589703.655741 + Penalty 94491.211284 = -117495212.444457
  nChanged 946
Iteration 92Q (1342.500000 sec): 29 clusters
  Score: Raw -117589797.979246 + Penalty 94491.211284 = -117495306.767961
  nChanged 840
Iteration 93Q (1349.910000 sec): 29 clusters
  Score: Raw -117589872.906237 + Penalty 94491.211284 = -117495381.694953
  nChanged 721
Iteration 94Q (1357.290000 sec): 29 clusters
  Score: Raw -117589937.001479 + Penalty 94491.211284 = -117495445.790195
  nChanged 707
Iteration 95Q (1364.690000 sec): 29 clusters
  Score: Raw -117589998.059168 + Penalty 94491.211284 = -117495506.847884
  nChanged 662
Iteration 96Q (1372.120000 sec): 29 clusters
  Score: Raw -117590050.836933 + Penalty 94491.211284 = -117495559.625648
  nChanged 572
Iteration 97Q (1379.540000 sec): 29 clusters
  Score: Raw -117590097.680638 + Penalty 94491.211284 = -117495606.469354
  nChanged 518
Iteration 98Q (1386.980000 sec): 29 clusters
  Score: Raw -117590134.869576 + Penalty 94491.211284 = -117495643.658291
  nChanged 497
Writing temp clu file 
Because OldScore, -117495606.469354, is greater than current (better) Score,-117495643.658291 
 Compute initial score before splitting:   Score: Raw -117590134.869576 + Penalty 94491.211284 = -117495643.658291
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (1303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.110000 sec): 2 clusters
  Score: Raw -189869.747365 + Penalty 1778.761295 = -188090.986070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.110000 sec): 3 clusters
  Score: Raw -189499.938567 + Penalty 3557.522590 = -185942.415977
  nChanged 364
		SP:Iteration 1F (1387.120000 sec): 3 clusters
  Score: Raw -189838.503375 + Penalty 3557.522590 = -186280.980785
  nChanged 86
		SP:Iteration 2F (1387.130000 sec): 3 clusters
  Score: Raw -189921.097970 + Penalty 3557.522590 = -186363.575380
  nChanged 48
		SP:Iteration 3Q (1387.130000 sec): 3 clusters
  Score: Raw -189972.820468 + Penalty 3557.522590 = -186415.297878
  nChanged 28
		SP:Iteration 4Q (1387.130000 sec): 3 clusters
  Score: Raw -189999.011213 + Penalty 3557.522590 = -186441.488623
  nChanged 21
		SP:Iteration 5Q (1387.140000 sec): 3 clusters
  Score: Raw -190019.040035 + Penalty 3557.522590 = -186461.517445
  nChanged 15
		SP:Iteration 6Q (1387.150000 sec): 3 clusters
  Score: Raw -190037.198032 + Penalty 3557.522590 = -186479.675442
  nChanged 13
		SP:Iteration 7Q (1387.150000 sec): 3 clusters
  Score: Raw -190049.924868 + Penalty 3557.522590 = -186492.402278
  nChanged 8
		SP:Iteration 8Q (1387.150000 sec): 3 clusters
  Score: Raw -190056.912671 + Penalty 3557.522590 = -186499.390081
  nChanged 7
		SP:Iteration 9Q (1387.160000 sec): 3 clusters
  Score: Raw -190064.117087 + Penalty 3557.522590 = -186506.594497
  nChanged 11
		SP:Iteration 10Q (1387.170000 sec): 3 clusters
  Score: Raw -190074.283857 + Penalty 3557.522590 = -186516.761266
  nChanged 7
		SP:Iteration 11Q (1387.170000 sec): 3 clusters
  Score: Raw -190080.536895 + Penalty 3557.522590 = -186523.014305
  nChanged 5
		SP:Iteration 12Q (1387.170000 sec): 3 clusters
  Score: Raw -190085.543397 + Penalty 3557.522590 = -186528.020807
  nChanged 7
		SP:Iteration 13Q (1387.180000 sec): 3 clusters
  Score: Raw -190095.139933 + Penalty 3557.522590 = -186537.617343
  nChanged 11
		SP:Iteration 14Q (1387.190000 sec): 3 clusters
  Score: Raw -190113.360045 + Penalty 3557.522590 = -186555.837454
  nChanged 13
		SP:Iteration 15Q (1387.190000 sec): 3 clusters
  Score: Raw -190128.346708 + Penalty 3557.522590 = -186570.824118
  nChanged 8
		SP:Iteration 16Q (1387.190000 sec): 3 clusters
  Score: Raw -190140.017044 + Penalty 3557.522590 = -186582.494454
  nChanged 16
		SP:Iteration 17Q (1387.200000 sec): 3 clusters
  Score: Raw -190168.485026 + Penalty 3557.522590 = -186610.962436
  nChanged 27
		SP:Iteration 18Q (1387.210000 sec): 3 clusters
  Score: Raw -190220.177614 + Penalty 3557.522590 = -186662.655024
  nChanged 28
		SP:Iteration 19Q (1387.210000 sec): 3 clusters
  Score: Raw -190272.049084 + Penalty 3557.522590 = -186714.526493
  nChanged 28
		SP:Iteration 20F (1387.210000 sec): 3 clusters
  Score: Raw -190325.124876 + Penalty 3557.522590 = -186767.602286
  nChanged 26
		SP:Iteration 21Q (1387.220000 sec): 3 clusters
  Score: Raw -190382.287756 + Penalty 3557.522590 = -186824.765165
  nChanged 34
		SP:Iteration 22Q (1387.230000 sec): 3 clusters
  Score: Raw -190466.451442 + Penalty 3557.522590 = -186908.928852
  nChanged 36
		SP:Iteration 23Q (1387.230000 sec): 3 clusters
  Score: Raw -190535.697299 + Penalty 3557.522590 = -186978.174708
  nChanged 27
		SP:Iteration 24Q (1387.230000 sec): 3 clusters
  Score: Raw -190584.950035 + Penalty 3557.522590 = -187027.427444
  nChanged 34
		SP:Iteration 25Q (1387.240000 sec): 3 clusters
  Score: Raw -190646.957170 + Penalty 3557.522590 = -187089.434579
  nChanged 33
		SP:Iteration 26Q (1387.240000 sec): 3 clusters
  Score: Raw -190739.401991 + Penalty 3557.522590 = -187181.879401
  nChanged 44
		SP:Iteration 27Q (1387.250000 sec): 3 clusters
  Score: Raw -190874.626790 + Penalty 3557.522590 = -187317.104200
  nChanged 58
		SP:Iteration 28Q (1387.250000 sec): 3 clusters
  Score: Raw -191028.914473 + Penalty 3557.522590 = -187471.391883
  nChanged 56
		SP:Iteration 29Q (1387.260000 sec): 3 clusters
  Score: Raw -191237.228230 + Penalty 3557.522590 = -187679.705640
  nChanged 70
		SP:Iteration 30F (1387.260000 sec): 3 clusters
  Score: Raw -191599.045619 + Penalty 3557.522590 = -188041.523028
  nChanged 63
		SP:Iteration 31Q (1387.270000 sec): 3 clusters
  Score: Raw -192004.566554 + Penalty 3557.522590 = -188447.043964
  nChanged 32
		SP:Iteration 32Q (1387.270000 sec): 3 clusters
  Score: Raw -192351.477161 + Penalty 3557.522590 = -188793.954571
  nChanged 6
		SP:Iteration 33Q (1387.270000 sec): 3 clusters
  Score: Raw -192412.185382 + Penalty 3557.522590 = -188854.662792
  nChanged 2
		SP:Iteration 34Q (1387.280000 sec): 3 clusters
  Score: Raw -192418.138025 + Penalty 3557.522590 = -188860.615434
  nChanged 0
		SP:Iteration 35F (1387.280000 sec): 3 clusters
  Score: Raw -192418.138025 + Penalty 3557.522590 = -188860.615434
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 29.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.290000 sec): 2 clusters
  Score: Raw -181238.716590 + Penalty 1764.059243 = -179474.657347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.290000 sec): 3 clusters
  Score: Raw -180948.861045 + Penalty 3528.118486 = -177420.742559
  nChanged 334
		SP:Iteration 1F (1387.300000 sec): 3 clusters
  Score: Raw -181274.710830 + Penalty 3528.118486 = -177746.592344
  nChanged 70
		SP:Iteration 2F (1387.310000 sec): 3 clusters
  Score: Raw -181379.037235 + Penalty 3528.118486 = -177850.918750
  nChanged 38
		SP:Iteration 3Q (1387.310000 sec): 3 clusters
  Score: Raw -181465.133626 + Penalty 3528.118486 = -177937.015140
  nChanged 40
		SP:Iteration 4Q (1387.310000 sec): 3 clusters
  Score: Raw -181538.748813 + Penalty 3528.118486 = -178010.630327
  nChanged 34
		SP:Iteration 5Q (1387.320000 sec): 3 clusters
  Score: Raw -181582.629389 + Penalty 3528.118486 = -178054.510903
  nChanged 29
		SP:Iteration 6Q (1387.330000 sec): 3 clusters
  Score: Raw -181617.175381 + Penalty 3528.118486 = -178089.056895
  nChanged 23
		SP:Iteration 7Q (1387.330000 sec): 3 clusters
  Score: Raw -181646.971327 + Penalty 3528.118486 = -178118.852841
  nChanged 16
		SP:Iteration 8Q (1387.330000 sec): 3 clusters
  Score: Raw -181674.926611 + Penalty 3528.118486 = -178146.808125
  nChanged 24
		SP:Iteration 9Q (1387.340000 sec): 3 clusters
  Score: Raw -181714.363134 + Penalty 3528.118486 = -178186.244648
  nChanged 23
		SP:Iteration 10Q (1387.340000 sec): 3 clusters
  Score: Raw -181744.024096 + Penalty 3528.118486 = -178215.905610
  nChanged 20
		SP:Iteration 11Q (1387.350000 sec): 3 clusters
  Score: Raw -181769.131009 + Penalty 3528.118486 = -178241.012523
  nChanged 17
		SP:Iteration 12Q (1387.350000 sec): 3 clusters
  Score: Raw -181797.693463 + Penalty 3528.118486 = -178269.574977
  nChanged 21
		SP:Iteration 13Q (1387.360000 sec): 3 clusters
  Score: Raw -181824.757306 + Penalty 3528.118486 = -178296.638820
  nChanged 14
		SP:Iteration 14Q (1387.360000 sec): 3 clusters
  Score: Raw -181851.307830 + Penalty 3528.118486 = -178323.189344
  nChanged 16
		SP:Iteration 15Q (1387.370000 sec): 3 clusters
  Score: Raw -181871.053437 + Penalty 3528.118486 = -178342.934951
  nChanged 11
		SP:Iteration 16Q (1387.370000 sec): 3 clusters
  Score: Raw -181883.086884 + Penalty 3528.118486 = -178354.968398
  nChanged 9
		SP:Iteration 17Q (1387.370000 sec): 3 clusters
  Score: Raw -181901.310286 + Penalty 3528.118486 = -178373.191800
  nChanged 11
		SP:Iteration 18Q (1387.380000 sec): 3 clusters
  Score: Raw -181914.367547 + Penalty 3528.118486 = -178386.249061
  nChanged 10
		SP:Iteration 19Q (1387.380000 sec): 3 clusters
  Score: Raw -181925.426423 + Penalty 3528.118486 = -178397.307937
  nChanged 9
		SP:Iteration 20F (1387.390000 sec): 3 clusters
  Score: Raw -181939.280251 + Penalty 3528.118486 = -178411.161765
  nChanged 4
		SP:Iteration 21Q (1387.390000 sec): 3 clusters
  Score: Raw -181945.299972 + Penalty 3528.118486 = -178417.181486
  nChanged 6
		SP:Iteration 22Q (1387.400000 sec): 3 clusters
  Score: Raw -181953.244351 + Penalty 3528.118486 = -178425.125865
  nChanged 6
		SP:Iteration 23Q (1387.400000 sec): 3 clusters
  Score: Raw -181958.056942 + Penalty 3528.118486 = -178429.938456
  nChanged 5
		SP:Iteration 24Q (1387.410000 sec): 3 clusters
  Score: Raw -181964.242981 + Penalty 3528.118486 = -178436.124495
  nChanged 3
		SP:Iteration 25Q (1387.410000 sec): 3 clusters
  Score: Raw -181969.108619 + Penalty 3528.118486 = -178440.990133
  nChanged 3
		SP:Iteration 26Q (1387.410000 sec): 3 clusters
  Score: Raw -181970.989215 + Penalty 3528.118486 = -178442.870729
  nChanged 2
		SP:Iteration 27Q (1387.420000 sec): 3 clusters
  Score: Raw -181972.526174 + Penalty 3528.118486 = -178444.407688
  nChanged 2
		SP:Iteration 28Q (1387.420000 sec): 3 clusters
  Score: Raw -181975.075346 + Penalty 3528.118486 = -178446.956860
  nChanged 2
		SP:Iteration 29Q (1387.430000 sec): 3 clusters
  Score: Raw -181977.244101 + Penalty 3528.118486 = -178449.125615
  nChanged 3
		SP:Iteration 30Q (1387.430000 sec): 3 clusters
  Score: Raw -181981.258141 + Penalty 3528.118486 = -178453.139655
  nChanged 1
		SP:Iteration 31Q (1387.440000 sec): 3 clusters
  Score: Raw -181983.725850 + Penalty 3528.118486 = -178455.607364
  nChanged 2
		SP:Iteration 32Q (1387.440000 sec): 3 clusters
  Score: Raw -181988.164019 + Penalty 3528.118486 = -178460.045533
  nChanged 0
		SP:Iteration 33F (1387.450000 sec): 3 clusters
  Score: Raw -181988.164019 + Penalty 3528.118486 = -178460.045533
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.450000 sec): 2 clusters
  Score: Raw -19657.883103 + Penalty 1261.723891 = -18396.159212
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.450000 sec): 3 clusters
  Score: Raw -20030.423812 + Penalty 2523.447782 = -17506.976030
  nChanged 19
		SP:Iteration 1F (1387.450000 sec): 3 clusters
  Score: Raw -20106.452655 + Penalty 2523.447782 = -17583.004872
  nChanged 1
		SP:Iteration 2Q (1387.450000 sec): 3 clusters
  Score: Raw -20109.585120 + Penalty 2523.447782 = -17586.137338
  nChanged 1
		SP:Iteration 3Q (1387.450000 sec): 3 clusters
  Score: Raw -20111.547756 + Penalty 2523.447782 = -17588.099974
  nChanged 0
		SP:Iteration 4F (1387.450000 sec): 3 clusters
  Score: Raw -20111.547756 + Penalty 2523.447782 = -17588.099974
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (1722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.460000 sec): 2 clusters
  Score: Raw -252801.940712 + Penalty 1847.907938 = -250954.032775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.470000 sec): 3 clusters
  Score: Raw -252197.418165 + Penalty 3695.815876 = -248501.602289
  nChanged 528
		SP:Iteration 1F (1387.470000 sec): 3 clusters
  Score: Raw -252615.265587 + Penalty 3695.815876 = -248919.449711
  nChanged 108
		SP:Iteration 2F (1387.480000 sec): 3 clusters
  Score: Raw -252710.813907 + Penalty 3695.815876 = -249014.998032
  nChanged 66
		SP:Iteration 3Q (1387.490000 sec): 3 clusters
  Score: Raw -252769.012483 + Penalty 3695.815876 = -249073.196607
  nChanged 43
		SP:Iteration 4Q (1387.490000 sec): 3 clusters
  Score: Raw -252811.139535 + Penalty 3695.815876 = -249115.323660
  nChanged 35
		SP:Iteration 5Q (1387.500000 sec): 3 clusters
  Score: Raw -252848.598906 + Penalty 3695.815876 = -249152.783030
  nChanged 30
		SP:Iteration 6Q (1387.510000 sec): 3 clusters
  Score: Raw -252882.185668 + Penalty 3695.815876 = -249186.369792
  nChanged 31
		SP:Iteration 7Q (1387.510000 sec): 3 clusters
  Score: Raw -252905.783035 + Penalty 3695.815876 = -249209.967160
  nChanged 13
		SP:Iteration 8Q (1387.520000 sec): 3 clusters
  Score: Raw -252916.407796 + Penalty 3695.815876 = -249220.591920
  nChanged 7
		SP:Iteration 9Q (1387.530000 sec): 3 clusters
  Score: Raw -252925.394562 + Penalty 3695.815876 = -249229.578687
  nChanged 11
		SP:Iteration 10Q (1387.530000 sec): 3 clusters
  Score: Raw -252935.454040 + Penalty 3695.815876 = -249239.638164
  nChanged 16
		SP:Iteration 11Q (1387.540000 sec): 3 clusters
  Score: Raw -252950.382177 + Penalty 3695.815876 = -249254.566301
  nChanged 12
		SP:Iteration 12Q (1387.550000 sec): 3 clusters
  Score: Raw -252958.858975 + Penalty 3695.815876 = -249263.043099
  nChanged 9
		SP:Iteration 13Q (1387.550000 sec): 3 clusters
  Score: Raw -252966.065100 + Penalty 3695.815876 = -249270.249224
  nChanged 7
		SP:Iteration 14Q (1387.560000 sec): 3 clusters
  Score: Raw -252971.253974 + Penalty 3695.815876 = -249275.438099
  nChanged 9
		SP:Iteration 15Q (1387.570000 sec): 3 clusters
  Score: Raw -252981.353809 + Penalty 3695.815876 = -249285.537933
  nChanged 11
		SP:Iteration 16Q (1387.570000 sec): 3 clusters
  Score: Raw -252990.981509 + Penalty 3695.815876 = -249295.165633
  nChanged 11
		SP:Iteration 17Q (1387.580000 sec): 3 clusters
  Score: Raw -252997.645740 + Penalty 3695.815876 = -249301.829864
  nChanged 8
		SP:Iteration 18Q (1387.590000 sec): 3 clusters
  Score: Raw -253003.991678 + Penalty 3695.815876 = -249308.175802
  nChanged 7
		SP:Iteration 19Q (1387.590000 sec): 3 clusters
  Score: Raw -253009.600149 + Penalty 3695.815876 = -249313.784274
  nChanged 12
		SP:Iteration 20F (1387.600000 sec): 3 clusters
  Score: Raw -253019.782616 + Penalty 3695.815876 = -249323.966740
  nChanged 10
		SP:Iteration 21Q (1387.610000 sec): 3 clusters
  Score: Raw -253030.196745 + Penalty 3695.815876 = -249334.380869
  nChanged 5
		SP:Iteration 22Q (1387.610000 sec): 3 clusters
  Score: Raw -253033.653931 + Penalty 3695.815876 = -249337.838055
  nChanged 6
		SP:Iteration 23Q (1387.620000 sec): 3 clusters
  Score: Raw -253037.052005 + Penalty 3695.815876 = -249341.236129
  nChanged 5
		SP:Iteration 24Q (1387.630000 sec): 3 clusters
  Score: Raw -253039.225459 + Penalty 3695.815876 = -249343.409584
  nChanged 3
		SP:Iteration 25Q (1387.630000 sec): 3 clusters
  Score: Raw -253041.036654 + Penalty 3695.815876 = -249345.220778
  nChanged 1
		SP:Iteration 26Q (1387.640000 sec): 3 clusters
  Score: Raw -253042.384511 + Penalty 3695.815876 = -249346.568635
  nChanged 2
		SP:Iteration 27Q (1387.650000 sec): 3 clusters
  Score: Raw -253045.337257 + Penalty 3695.815876 = -249349.521382
  nChanged 2
		SP:Iteration 28Q (1387.650000 sec): 3 clusters
  Score: Raw -253046.864998 + Penalty 3695.815876 = -249351.049122
  nChanged 3
		SP:Iteration 29Q (1387.660000 sec): 3 clusters
  Score: Raw -253048.162222 + Penalty 3695.815876 = -249352.346346
  nChanged 0
		SP:Iteration 30F (1387.670000 sec): 3 clusters
  Score: Raw -253048.162222 + Penalty 3695.815876 = -249352.346346
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.670000 sec): 2 clusters
  Score: Raw -74732.100178 + Penalty 1557.538168 = -73174.562010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.670000 sec): 3 clusters
  Score: Raw -74765.250823 + Penalty 3115.076336 = -71650.174487
  nChanged 104
		SP:Iteration 1F (1387.680000 sec): 3 clusters
  Score: Raw -75015.226424 + Penalty 3115.076336 = -71900.150088
  nChanged 38
		SP:Iteration 2F (1387.680000 sec): 3 clusters
  Score: Raw -75140.563684 + Penalty 3115.076336 = -72025.487348
  nChanged 28
		SP:Iteration 3F (1387.680000 sec): 3 clusters
  Score: Raw -75269.071244 + Penalty 3115.076336 = -72153.994908
  nChanged 22
		SP:Iteration 4Q (1387.680000 sec): 3 clusters
  Score: Raw -75414.447062 + Penalty 3115.076336 = -72299.370726
  nChanged 16
		SP:Iteration 5Q (1387.690000 sec): 3 clusters
  Score: Raw -75524.450144 + Penalty 3115.076336 = -72409.373808
  nChanged 13
		SP:Iteration 6Q (1387.690000 sec): 3 clusters
  Score: Raw -75574.158085 + Penalty 3115.076336 = -72459.081749
  nChanged 8
		SP:Iteration 7Q (1387.690000 sec): 3 clusters
  Score: Raw -75597.912816 + Penalty 3115.076336 = -72482.836480
  nChanged 6
		SP:Iteration 8Q (1387.690000 sec): 3 clusters
  Score: Raw -75625.671418 + Penalty 3115.076336 = -72510.595082
  nChanged 3
		SP:Iteration 9Q (1387.690000 sec): 3 clusters
  Score: Raw -75637.477559 + Penalty 3115.076336 = -72522.401223
  nChanged 2
		SP:Iteration 10Q (1387.690000 sec): 3 clusters
  Score: Raw -75650.148358 + Penalty 3115.076336 = -72535.072022
  nChanged 1
		SP:Iteration 11Q (1387.690000 sec): 3 clusters
  Score: Raw -75652.201013 + Penalty 3115.076336 = -72537.124677
  nChanged 1
		SP:Iteration 12Q (1387.700000 sec): 3 clusters
  Score: Raw -75653.515292 + Penalty 3115.076336 = -72538.438956
  nChanged 0
		SP:Iteration 13F (1387.700000 sec): 3 clusters
  Score: Raw -75653.515292 + Penalty 3115.076336 = -72538.438956
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.770000 sec): 2 clusters
  Score: Raw -2390839.066219 + Penalty 2420.241833 = -2388418.824387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.830000 sec): 3 clusters
  Score: Raw -2380920.316850 + Penalty 4840.483665 = -2376079.833185
  nChanged 7456
		SP:Iteration 1F (1387.910000 sec): 3 clusters
  Score: Raw -2384977.357231 + Penalty 4840.483665 = -2380136.873565
  nChanged 1113
		SP:Iteration 2F (1387.970000 sec): 3 clusters
  Score: Raw -2385548.319265 + Penalty 4840.483665 = -2380707.835599
  nChanged 1054
		SP:Iteration 3F (1388.050000 sec): 3 clusters
  Score: Raw -2386133.373628 + Penalty 4840.483665 = -2381292.889963
  nChanged 1002
		SP:Iteration 4F (1388.110000 sec): 3 clusters
  Score: Raw -2386717.731660 + Penalty 4840.483665 = -2381877.247994
  nChanged 987
		SP:Iteration 5F (1388.190000 sec): 3 clusters
  Score: Raw -2387319.872669 + Penalty 4840.483665 = -2382479.389003
  nChanged 935
		SP:Iteration 6F (1388.260000 sec): 3 clusters
  Score: Raw -2387922.786038 + Penalty 4840.483665 = -2383082.302372
  nChanged 889
		SP:Iteration 7F (1388.330000 sec): 3 clusters
  Score: Raw -2388493.386732 + Penalty 4840.483665 = -2383652.903066
  nChanged 783
		SP:Iteration 8Q (1388.400000 sec): 3 clusters
  Score: Raw -2388971.319161 + Penalty 4840.483665 = -2384130.835496
  nChanged 673
		SP:Iteration 9Q (1388.470000 sec): 3 clusters
  Score: Raw -2389332.097728 + Penalty 4840.483665 = -2384491.614062
  nChanged 526
		SP:Iteration 10Q (1388.530000 sec): 3 clusters
  Score: Raw -2389548.036670 + Penalty 4840.483665 = -2384707.553004
  nChanged 372
		SP:Iteration 11Q (1388.600000 sec): 3 clusters
  Score: Raw -2389662.046623 + Penalty 4840.483665 = -2384821.562957
  nChanged 259
		SP:Iteration 12Q (1388.670000 sec): 3 clusters
  Score: Raw -2389731.369710 + Penalty 4840.483665 = -2384890.886044
  nChanged 189
		SP:Iteration 13Q (1388.740000 sec): 3 clusters
  Score: Raw -2389775.082432 + Penalty 4840.483665 = -2384934.598767
  nChanged 149
		SP:Iteration 14Q (1388.810000 sec): 3 clusters
  Score: Raw -2389810.192017 + Penalty 4840.483665 = -2384969.708352
  nChanged 136
		SP:Iteration 15Q (1388.870000 sec): 3 clusters
  Score: Raw -2389843.352918 + Penalty 4840.483665 = -2385002.869253
  nChanged 144
		SP:Iteration 16Q (1388.940000 sec): 3 clusters
  Score: Raw -2389874.122006 + Penalty 4840.483665 = -2385033.638341
  nChanged 117
		SP:Iteration 17Q (1389.010000 sec): 3 clusters
  Score: Raw -2389897.679713 + Penalty 4840.483665 = -2385057.196047
  nChanged 111
		SP:Iteration 18Q (1389.080000 sec): 3 clusters
  Score: Raw -2389918.826190 + Penalty 4840.483665 = -2385078.342524
  nChanged 99
		SP:Iteration 19Q (1389.140000 sec): 3 clusters
  Score: Raw -2389936.277049 + Penalty 4840.483665 = -2385095.793383
  nChanged 74
		SP:Iteration 20F (1389.210000 sec): 3 clusters
  Score: Raw -2389949.907647 + Penalty 4840.483665 = -2385109.423982
  nChanged 78
		SP:Iteration 21Q (1389.280000 sec): 3 clusters
  Score: Raw -2389967.380722 + Penalty 4840.483665 = -2385126.897057
  nChanged 95
		SP:Iteration 22Q (1389.350000 sec): 3 clusters
  Score: Raw -2389988.077485 + Penalty 4840.483665 = -2385147.593820
  nChanged 97
		SP:Iteration 23Q (1389.410000 sec): 3 clusters
  Score: Raw -2390008.539236 + Penalty 4840.483665 = -2385168.055571
  nChanged 91
		SP:Iteration 24Q (1389.480000 sec): 3 clusters
  Score: Raw -2390027.267910 + Penalty 4840.483665 = -2385186.784245
  nChanged 88
		SP:Iteration 25Q (1389.550000 sec): 3 clusters
  Score: Raw -2390044.987131 + Penalty 4840.483665 = -2385204.503465
  nChanged 76
		SP:Iteration 26Q (1389.620000 sec): 3 clusters
  Score: Raw -2390061.133324 + Penalty 4840.483665 = -2385220.649658
  nChanged 88
		SP:Iteration 27Q (1389.680000 sec): 3 clusters
  Score: Raw -2390079.859570 + Penalty 4840.483665 = -2385239.375904
  nChanged 87
		SP:Iteration 28Q (1389.750000 sec): 3 clusters
  Score: Raw -2390095.151377 + Penalty 4840.483665 = -2385254.667712
  nChanged 82
		SP:Iteration 29Q (1389.810000 sec): 3 clusters
  Score: Raw -2390110.289886 + Penalty 4840.483665 = -2385269.806221
  nChanged 72
		SP:Iteration 30Q (1389.880000 sec): 3 clusters
  Score: Raw -2390123.836080 + Penalty 4840.483665 = -2385283.352415
  nChanged 76
		SP:Iteration 31Q (1389.950000 sec): 3 clusters
  Score: Raw -2390138.027748 + Penalty 4840.483665 = -2385297.544083
  nChanged 72
		SP:Iteration 32Q (1390.010000 sec): 3 clusters
  Score: Raw -2390151.769153 + Penalty 4840.483665 = -2385311.285488
  nChanged 62
		SP:Iteration 33Q (1390.090000 sec): 3 clusters
  Score: Raw -2390163.417318 + Penalty 4840.483665 = -2385322.933652
  nChanged 61
		SP:Iteration 34Q (1390.150000 sec): 3 clusters
  Score: Raw -2390174.065060 + Penalty 4840.483665 = -2385333.581394
  nChanged 54
		SP:Iteration 35Q (1390.230000 sec): 3 clusters
  Score: Raw -2390180.810446 + Penalty 4840.483665 = -2385340.326780
  nChanged 41
		SP:Iteration 36Q (1390.300000 sec): 3 clusters
  Score: Raw -2390186.463046 + Penalty 4840.483665 = -2385345.979381
  nChanged 45
		SP:Iteration 37Q (1390.370000 sec): 3 clusters
  Score: Raw -2390193.307073 + Penalty 4840.483665 = -2385352.823408
  nChanged 43
		SP:Iteration 38Q (1390.430000 sec): 3 clusters
  Score: Raw -2390199.143659 + Penalty 4840.483665 = -2385358.659994
  nChanged 38
		SP:Iteration 39Q (1390.500000 sec): 3 clusters
  Score: Raw -2390204.645651 + Penalty 4840.483665 = -2385364.161985
  nChanged 38
		SP:Iteration 40F (1390.570000 sec): 3 clusters
  Score: Raw -2390209.927976 + Penalty 4840.483665 = -2385369.444311
  nChanged 32
		SP:Iteration 41Q (1390.640000 sec): 3 clusters
  Score: Raw -2390213.798028 + Penalty 4840.483665 = -2385373.314362
  nChanged 31
		SP:Iteration 42Q (1390.710000 sec): 3 clusters
  Score: Raw -2390217.504390 + Penalty 4840.483665 = -2385377.020725
  nChanged 37
		SP:Iteration 43Q (1390.780000 sec): 3 clusters
  Score: Raw -2390221.767394 + Penalty 4840.483665 = -2385381.283728
  nChanged 28
		SP:Iteration 44Q (1390.850000 sec): 3 clusters
  Score: Raw -2390225.794094 + Penalty 4840.483665 = -2385385.310429
  nChanged 33
		SP:Iteration 45Q (1390.920000 sec): 3 clusters
  Score: Raw -2390231.741895 + Penalty 4840.483665 = -2385391.258229
  nChanged 42
		SP:Iteration 46Q (1390.990000 sec): 3 clusters
  Score: Raw -2390238.967656 + Penalty 4840.483665 = -2385398.483990
  nChanged 34
		SP:Iteration 47Q (1391.060000 sec): 3 clusters
  Score: Raw -2390243.741206 + Penalty 4840.483665 = -2385403.257541
  nChanged 40
		SP:Iteration 48Q (1391.130000 sec): 3 clusters
  Score: Raw -2390251.082021 + Penalty 4840.483665 = -2385410.598355
  nChanged 41
		SP:Iteration 49Q (1391.190000 sec): 3 clusters
  Score: Raw -2390258.005304 + Penalty 4840.483665 = -2385417.521638
  nChanged 42
		SP:Iteration 50Q (1391.260000 sec): 3 clusters
  Score: Raw -2390264.058748 + Penalty 4840.483665 = -2385423.575082
  nChanged 48
		SP:Iteration 51Q (1391.330000 sec): 3 clusters
  Score: Raw -2390271.460172 + Penalty 4840.483665 = -2385430.976506
  nChanged 40
		SP:Iteration 52Q (1391.390000 sec): 3 clusters
  Score: Raw -2390277.159287 + Penalty 4840.483665 = -2385436.675622
  nChanged 36
		SP:Iteration 53Q (1391.460000 sec): 3 clusters
  Score: Raw -2390282.024977 + Penalty 4840.483665 = -2385441.541311
  nChanged 39
		SP:Iteration 54Q (1391.530000 sec): 3 clusters
  Score: Raw -2390288.106479 + Penalty 4840.483665 = -2385447.622813
  nChanged 37
		SP:Iteration 55Q (1391.600000 sec): 3 clusters
  Score: Raw -2390292.615637 + Penalty 4840.483665 = -2385452.131971
  nChanged 29
		SP:Iteration 56Q (1391.670000 sec): 3 clusters
  Score: Raw -2390296.458454 + Penalty 4840.483665 = -2385455.974789
  nChanged 27
		SP:Iteration 57Q (1391.730000 sec): 3 clusters
  Score: Raw -2390299.665157 + Penalty 4840.483665 = -2385459.181491
  nChanged 22
		SP:Iteration 58Q (1391.800000 sec): 3 clusters
  Score: Raw -2390301.885778 + Penalty 4840.483665 = -2385461.402113
  nChanged 15
		SP:Iteration 59Q (1391.870000 sec): 3 clusters
  Score: Raw -2390303.435826 + Penalty 4840.483665 = -2385462.952161
  nChanged 15
		SP:Iteration 60F (1391.930000 sec): 3 clusters
  Score: Raw -2390305.215109 + Penalty 4840.483665 = -2385464.731444
  nChanged 15
		SP:Iteration 61Q (1392.000000 sec): 3 clusters
  Score: Raw -2390306.878635 + Penalty 4840.483665 = -2385466.394970
  nChanged 21
		SP:Iteration 62Q (1392.070000 sec): 3 clusters
  Score: Raw -2390309.268922 + Penalty 4840.483665 = -2385468.785257
  nChanged 22
		SP:Iteration 63Q (1392.130000 sec): 3 clusters
  Score: Raw -2390312.162755 + Penalty 4840.483665 = -2385471.679090
  nChanged 22
		SP:Iteration 64Q (1392.200000 sec): 3 clusters
  Score: Raw -2390314.183551 + Penalty 4840.483665 = -2385473.699885
  nChanged 20
		SP:Iteration 65Q (1392.270000 sec): 3 clusters
  Score: Raw -2390316.041092 + Penalty 4840.483665 = -2385475.557426
  nChanged 20
		SP:Iteration 66Q (1392.330000 sec): 3 clusters
  Score: Raw -2390317.850510 + Penalty 4840.483665 = -2385477.366845
  nChanged 14
		SP:Iteration 67Q (1392.400000 sec): 3 clusters
  Score: Raw -2390319.308549 + Penalty 4840.483665 = -2385478.824883
  nChanged 15
		SP:Iteration 68Q (1392.470000 sec): 3 clusters
  Score: Raw -2390320.417410 + Penalty 4840.483665 = -2385479.933745
  nChanged 11
		SP:Iteration 69Q (1392.540000 sec): 3 clusters
  Score: Raw -2390321.605445 + Penalty 4840.483665 = -2385481.121780
  nChanged 10
		SP:Iteration 70Q (1392.610000 sec): 3 clusters
  Score: Raw -2390323.021065 + Penalty 4840.483665 = -2385482.537400
  nChanged 15
		SP:Iteration 71Q (1392.670000 sec): 3 clusters
  Score: Raw -2390325.155073 + Penalty 4840.483665 = -2385484.671407
  nChanged 23
		SP:Iteration 72Q (1392.740000 sec): 3 clusters
  Score: Raw -2390328.278873 + Penalty 4840.483665 = -2385487.795208
  nChanged 31
		SP:Iteration 73Q (1392.800000 sec): 3 clusters
  Score: Raw -2390332.665312 + Penalty 4840.483665 = -2385492.181646
  nChanged 44
		SP:Iteration 74Q (1392.870000 sec): 3 clusters
  Score: Raw -2390339.636064 + Penalty 4840.483665 = -2385499.152399
  nChanged 50
		SP:Iteration 75Q (1392.940000 sec): 3 clusters
  Score: Raw -2390347.168771 + Penalty 4840.483665 = -2385506.685105
  nChanged 47
		SP:Iteration 76Q (1393.000000 sec): 3 clusters
  Score: Raw -2390354.380578 + Penalty 4840.483665 = -2385513.896913
  nChanged 55
		SP:Iteration 77Q (1393.070000 sec): 3 clusters
  Score: Raw -2390363.303493 + Penalty 4840.483665 = -2385522.819827
  nChanged 56
		SP:Iteration 78Q (1393.140000 sec): 3 clusters
  Score: Raw -2390371.624402 + Penalty 4840.483665 = -2385531.140737
  nChanged 60
		SP:Iteration 79Q (1393.210000 sec): 3 clusters
  Score: Raw -2390381.670565 + Penalty 4840.483665 = -2385541.186899
  nChanged 60
		SP:Iteration 80F (1393.280000 sec): 3 clusters
  Score: Raw -2390393.434924 + Penalty 4840.483665 = -2385552.951258
  nChanged 86
		SP:Iteration 81Q (1393.340000 sec): 3 clusters
  Score: Raw -2390409.737433 + Penalty 4840.483665 = -2385569.253768
  nChanged 87
		SP:Iteration 82Q (1393.410000 sec): 3 clusters
  Score: Raw -2390426.725481 + Penalty 4840.483665 = -2385586.241815
  nChanged 88
		SP:Iteration 83Q (1393.480000 sec): 3 clusters
  Score: Raw -2390443.368880 + Penalty 4840.483665 = -2385602.885215
  nChanged 64
		SP:Iteration 84Q (1393.540000 sec): 3 clusters
  Score: Raw -2390456.772352 + Penalty 4840.483665 = -2385616.288686
  nChanged 69
		SP:Iteration 85Q (1393.610000 sec): 3 clusters
  Score: Raw -2390470.815352 + Penalty 4840.483665 = -2385630.331686
  nChanged 54
		SP:Iteration 86Q (1393.670000 sec): 3 clusters
  Score: Raw -2390479.655954 + Penalty 4840.483665 = -2385639.172289
  nChanged 47
		SP:Iteration 87Q (1393.740000 sec): 3 clusters
  Score: Raw -2390487.099998 + Penalty 4840.483665 = -2385646.616332
  nChanged 43
		SP:Iteration 88Q (1393.810000 sec): 3 clusters
  Score: Raw -2390494.186141 + Penalty 4840.483665 = -2385653.702475
  nChanged 53
		SP:Iteration 89Q (1393.870000 sec): 3 clusters
  Score: Raw -2390504.598099 + Penalty 4840.483665 = -2385664.114434
  nChanged 50
		SP:Iteration 90Q (1393.940000 sec): 3 clusters
  Score: Raw -2390513.982740 + Penalty 4840.483665 = -2385673.499075
  nChanged 54
		SP:Iteration 91Q (1394.010000 sec): 3 clusters
  Score: Raw -2390525.484477 + Penalty 4840.483665 = -2385685.000812
  nChanged 51
		SP:Iteration 92Q (1394.070000 sec): 3 clusters
  Score: Raw -2390534.222279 + Penalty 4840.483665 = -2385693.738614
  nChanged 48
		SP:Iteration 93Q (1394.140000 sec): 3 clusters
  Score: Raw -2390543.205108 + Penalty 4840.483665 = -2385702.721442
  nChanged 54
		SP:Iteration 94Q (1394.210000 sec): 3 clusters
  Score: Raw -2390551.449945 + Penalty 4840.483665 = -2385710.966279
  nChanged 61
		SP:Iteration 95Q (1394.270000 sec): 3 clusters
  Score: Raw -2390561.201465 + Penalty 4840.483665 = -2385720.717799
  nChanged 54
		SP:Iteration 96Q (1394.330000 sec): 3 clusters
  Score: Raw -2390569.298861 + Penalty 4840.483665 = -2385728.815195
  nChanged 45
		SP:Iteration 97Q (1394.400000 sec): 3 clusters
  Score: Raw -2390575.664925 + Penalty 4840.483665 = -2385735.181259
  nChanged 41
		SP:Iteration 98Q (1394.470000 sec): 3 clusters
  Score: Raw -2390580.794318 + Penalty 4840.483665 = -2385740.310652
  nChanged 39
		SP:Iteration 99Q (1394.530000 sec): 3 clusters
  Score: Raw -2390585.723096 + Penalty 4840.483665 = -2385745.239430
  nChanged 28
		SP:Iteration 100F (1394.600000 sec): 3 clusters
  Score: Raw -2390589.052794 + Penalty 4840.483665 = -2385748.569129
  nChanged 26
		SP:Iteration 101Q (1394.670000 sec): 3 clusters
  Score: Raw -2390593.611184 + Penalty 4840.483665 = -2385753.127519
  nChanged 42
		SP:Iteration 102Q (1394.740000 sec): 3 clusters
  Score: Raw -2390602.121208 + Penalty 4840.483665 = -2385761.637543
  nChanged 53
		SP:Iteration 103Q (1394.800000 sec): 3 clusters
  Score: Raw -2390611.321348 + Penalty 4840.483665 = -2385770.837683
  nChanged 56
		SP:Iteration 104Q (1394.870000 sec): 3 clusters
  Score: Raw -2390620.840683 + Penalty 4840.483665 = -2385780.357017
  nChanged 49
		SP:Iteration 105Q (1394.930000 sec): 3 clusters
  Score: Raw -2390628.126224 + Penalty 4840.483665 = -2385787.642558
  nChanged 41
		SP:Iteration 106Q (1395.000000 sec): 3 clusters
  Score: Raw -2390634.124281 + Penalty 4840.483665 = -2385793.640615
  nChanged 38
		SP:Iteration 107Q (1395.070000 sec): 3 clusters
  Score: Raw -2390639.209285 + Penalty 4840.483665 = -2385798.725619
  nChanged 27
		SP:Iteration 108Q (1395.130000 sec): 3 clusters
  Score: Raw -2390642.473042 + Penalty 4840.483665 = -2385801.989377
  nChanged 22
		SP:Iteration 109Q (1395.200000 sec): 3 clusters
  Score: Raw -2390645.310885 + Penalty 4840.483665 = -2385804.827219
  nChanged 27
		SP:Iteration 110Q (1395.270000 sec): 3 clusters
  Score: Raw -2390648.423845 + Penalty 4840.483665 = -2385807.940179
  nChanged 20
		SP:Iteration 111Q (1395.330000 sec): 3 clusters
  Score: Raw -2390650.485546 + Penalty 4840.483665 = -2385810.001880
  nChanged 14
		SP:Iteration 112Q (1395.390000 sec): 3 clusters
  Score: Raw -2390651.742189 + Penalty 4840.483665 = -2385811.258524
  nChanged 11
		SP:Iteration 113Q (1395.460000 sec): 3 clusters
  Score: Raw -2390652.713884 + Penalty 4840.483665 = -2385812.230218
  nChanged 11
		SP:Iteration 114Q (1395.530000 sec): 3 clusters
  Score: Raw -2390654.022556 + Penalty 4840.483665 = -2385813.538890
  nChanged 9
		SP:Iteration 115Q (1395.590000 sec): 3 clusters
  Score: Raw -2390655.220621 + Penalty 4840.483665 = -2385814.736956
  nChanged 16
		SP:Iteration 116Q (1395.660000 sec): 3 clusters
  Score: Raw -2390657.008570 + Penalty 4840.483665 = -2385816.524904
  nChanged 16
		SP:Iteration 117Q (1395.720000 sec): 3 clusters
  Score: Raw -2390658.693336 + Penalty 4840.483665 = -2385818.209670
  nChanged 23
		SP:Iteration 118Q (1395.790000 sec): 3 clusters
  Score: Raw -2390661.710459 + Penalty 4840.483665 = -2385821.226794
  nChanged 37
		SP:Iteration 119Q (1395.850000 sec): 3 clusters
  Score: Raw -2390668.725975 + Penalty 4840.483665 = -2385828.242310
  nChanged 45
		SP:Iteration 120F (1395.920000 sec): 3 clusters
  Score: Raw -2390676.230059 + Penalty 4840.483665 = -2385835.746393
  nChanged 41
		SP:Iteration 121Q (1395.990000 sec): 3 clusters
  Score: Raw -2390682.606235 + Penalty 4840.483665 = -2385842.122569
  nChanged 38
		SP:Iteration 122Q (1396.050000 sec): 3 clusters
  Score: Raw -2390689.076736 + Penalty 4840.483665 = -2385848.593070
  nChanged 51
		SP:Iteration 123Q (1396.120000 sec): 3 clusters
  Score: Raw -2390698.347392 + Penalty 4840.483665 = -2385857.863727
  nChanged 45
		SP:Iteration 124Q (1396.190000 sec): 3 clusters
  Score: Raw -2390707.547016 + Penalty 4840.483665 = -2385867.063351
  nChanged 55
		SP:Iteration 125Q (1396.250000 sec): 3 clusters
  Score: Raw -2390716.555542 + Penalty 4840.483665 = -2385876.071877
  nChanged 50
		SP:Iteration 126Q (1396.310000 sec): 3 clusters
  Score: Raw -2390723.517900 + Penalty 4840.483665 = -2385883.034235
  nChanged 39
		SP:Iteration 127Q (1396.380000 sec): 3 clusters
  Score: Raw -2390728.809282 + Penalty 4840.483665 = -2385888.325616
  nChanged 33
		SP:Iteration 128Q (1396.450000 sec): 3 clusters
  Score: Raw -2390732.266559 + Penalty 4840.483665 = -2385891.782894
  nChanged 22
		SP:Iteration 129Q (1396.510000 sec): 3 clusters
  Score: Raw -2390734.678350 + Penalty 4840.483665 = -2385894.194684
  nChanged 13
		SP:Iteration 130Q (1396.580000 sec): 3 clusters
  Score: Raw -2390736.389783 + Penalty 4840.483665 = -2385895.906117
  nChanged 15
		SP:Iteration 131Q (1396.650000 sec): 3 clusters
  Score: Raw -2390738.113757 + Penalty 4840.483665 = -2385897.630091
  nChanged 12
		SP:Iteration 132Q (1396.710000 sec): 3 clusters
  Score: Raw -2390739.061354 + Penalty 4840.483665 = -2385898.577689
  nChanged 8
		SP:Iteration 133Q (1396.770000 sec): 3 clusters
  Score: Raw -2390739.995961 + Penalty 4840.483665 = -2385899.512296
  nChanged 8
		SP:Iteration 134Q (1396.840000 sec): 3 clusters
  Score: Raw -2390740.620301 + Penalty 4840.483665 = -2385900.136635
  nChanged 6
		SP:Iteration 135Q (1396.910000 sec): 3 clusters
  Score: Raw -2390741.212557 + Penalty 4840.483665 = -2385900.728892
  nChanged 7
		SP:Iteration 136Q (1396.970000 sec): 3 clusters
  Score: Raw -2390741.747810 + Penalty 4840.483665 = -2385901.264144
  nChanged 3
		SP:Iteration 137Q (1397.030000 sec): 3 clusters
  Score: Raw -2390742.003525 + Penalty 4840.483665 = -2385901.519860
  nChanged 3
		SP:Iteration 138Q (1397.100000 sec): 3 clusters
  Score: Raw -2390742.259683 + Penalty 4840.483665 = -2385901.776018
  nChanged 2
		SP:Iteration 139Q (1397.170000 sec): 3 clusters
  Score: Raw -2390742.491834 + Penalty 4840.483665 = -2385902.008169
  nChanged 3
		SP:Iteration 140F (1397.240000 sec): 3 clusters
  Score: Raw -2390742.620840 + Penalty 4840.483665 = -2385902.137174
  nChanged 3
		SP:Iteration 141Q (1397.310000 sec): 3 clusters
  Score: Raw -2390742.936268 + Penalty 4840.483665 = -2385902.452603
  nChanged 7
		SP:Iteration 142Q (1397.380000 sec): 3 clusters
  Score: Raw -2390743.506837 + Penalty 4840.483665 = -2385903.023172
  nChanged 4
		SP:Iteration 143Q (1397.450000 sec): 3 clusters
  Score: Raw -2390743.816186 + Penalty 4840.483665 = -2385903.332521
  nChanged 7
		SP:Iteration 144Q (1397.510000 sec): 3 clusters
  Score: Raw -2390744.387031 + Penalty 4840.483665 = -2385903.903365
  nChanged 3
		SP:Iteration 145Q (1397.580000 sec): 3 clusters
  Score: Raw -2390744.594856 + Penalty 4840.483665 = -2385904.111191
  nChanged 4
		SP:Iteration 146Q (1397.650000 sec): 3 clusters
  Score: Raw -2390744.893778 + Penalty 4840.483665 = -2385904.410113
  nChanged 1
		SP:Iteration 147Q (1397.720000 sec): 3 clusters
  Score: Raw -2390744.962562 + Penalty 4840.483665 = -2385904.478897
  nChanged 3
		SP:Iteration 148Q (1397.780000 sec): 3 clusters
  Score: Raw -2390745.234666 + Penalty 4840.483665 = -2385904.751000
  nChanged 2
		SP:Iteration 149Q (1397.850000 sec): 3 clusters
  Score: Raw -2390745.464360 + Penalty 4840.483665 = -2385904.980694
  nChanged 1
		SP:Iteration 150Q (1397.920000 sec): 3 clusters
  Score: Raw -2390745.569044 + Penalty 4840.483665 = -2385905.085378
  nChanged 2
		SP:Iteration 151Q (1397.990000 sec): 3 clusters
  Score: Raw -2390745.689544 + Penalty 4840.483665 = -2385905.205879
  nChanged 2
		SP:Iteration 152Q (1398.050000 sec): 3 clusters
  Score: Raw -2390745.784966 + Penalty 4840.483665 = -2385905.301301
  nChanged 0
		SP:Iteration 153F (1398.130000 sec): 3 clusters
  Score: Raw -2390745.784966 + Penalty 4840.483665 = -2385905.301301
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1398.160000 sec): 2 clusters
  Score: Raw -1069811.055681 + Penalty 2205.844218 = -1067605.211463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1398.190000 sec): 3 clusters
  Score: Raw -1066013.165850 + Penalty 4411.688435 = -1061601.477414
  nChanged 2971
		SP:Iteration 1F (1398.220000 sec): 3 clusters
  Score: Raw -1067635.668238 + Penalty 4411.688435 = -1063223.979802
  nChanged 527
		SP:Iteration 2F (1398.250000 sec): 3 clusters
  Score: Raw -1067921.261537 + Penalty 4411.688435 = -1063509.573102
  nChanged 416
		SP:Iteration 3F (1398.270000 sec): 3 clusters
  Score: Raw -1068174.624943 + Penalty 4411.688435 = -1063762.936507
  nChanged 388
		SP:Iteration 4F (1398.310000 sec): 3 clusters
  Score: Raw -1068416.927161 + Penalty 4411.688435 = -1064005.238726
  nChanged 347
		SP:Iteration 5Q (1398.330000 sec): 3 clusters
  Score: Raw -1068647.877843 + Penalty 4411.688435 = -1064236.189408
  nChanged 339
		SP:Iteration 6Q (1398.370000 sec): 3 clusters
  Score: Raw -1068863.029773 + Penalty 4411.688435 = -1064451.341338
  nChanged 316
		SP:Iteration 7Q (1398.390000 sec): 3 clusters
  Score: Raw -1069052.208821 + Penalty 4411.688435 = -1064640.520386
  nChanged 267
		SP:Iteration 8Q (1398.420000 sec): 3 clusters
  Score: Raw -1069186.226203 + Penalty 4411.688435 = -1064774.537767
  nChanged 192
		SP:Iteration 9Q (1398.450000 sec): 3 clusters
  Score: Raw -1069273.446119 + Penalty 4411.688435 = -1064861.757683
  nChanged 174
		SP:Iteration 10Q (1398.480000 sec): 3 clusters
  Score: Raw -1069356.823869 + Penalty 4411.688435 = -1064945.135434
  nChanged 148
		SP:Iteration 11Q (1398.510000 sec): 3 clusters
  Score: Raw -1069424.154231 + Penalty 4411.688435 = -1065012.465796
  nChanged 107
		SP:Iteration 12Q (1398.540000 sec): 3 clusters
  Score: Raw -1069472.792632 + Penalty 4411.688435 = -1065061.104197
  nChanged 105
		SP:Iteration 13Q (1398.570000 sec): 3 clusters
  Score: Raw -1069524.620020 + Penalty 4411.688435 = -1065112.931585
  nChanged 94
		SP:Iteration 14Q (1398.600000 sec): 3 clusters
  Score: Raw -1069572.626107 + Penalty 4411.688435 = -1065160.937672
  nChanged 91
		SP:Iteration 15Q (1398.630000 sec): 3 clusters
  Score: Raw -1069614.516290 + Penalty 4411.688435 = -1065202.827855
  nChanged 70
		SP:Iteration 16Q (1398.660000 sec): 3 clusters
  Score: Raw -1069649.288088 + Penalty 4411.688435 = -1065237.599653
  nChanged 73
		SP:Iteration 17Q (1398.690000 sec): 3 clusters
  Score: Raw -1069687.000236 + Penalty 4411.688435 = -1065275.311801
  nChanged 79
		SP:Iteration 18Q (1398.710000 sec): 3 clusters
  Score: Raw -1069725.663951 + Penalty 4411.688435 = -1065313.975516
  nChanged 74
		SP:Iteration 19Q (1398.740000 sec): 3 clusters
  Score: Raw -1069766.414823 + Penalty 4411.688435 = -1065354.726388
  nChanged 76
		SP:Iteration 20F (1398.770000 sec): 3 clusters
  Score: Raw -1069801.787449 + Penalty 4411.688435 = -1065390.099014
  nChanged 59
		SP:Iteration 21Q (1398.800000 sec): 3 clusters
  Score: Raw -1069834.189748 + Penalty 4411.688435 = -1065422.501312
  nChanged 63
		SP:Iteration 22Q (1398.830000 sec): 3 clusters
  Score: Raw -1069870.757042 + Penalty 4411.688435 = -1065459.068606
  nChanged 55
		SP:Iteration 23Q (1398.850000 sec): 3 clusters
  Score: Raw -1069902.938228 + Penalty 4411.688435 = -1065491.249793
  nChanged 53
		SP:Iteration 24Q (1398.880000 sec): 3 clusters
  Score: Raw -1069935.439916 + Penalty 4411.688435 = -1065523.751480
  nChanged 55
		SP:Iteration 25Q (1398.910000 sec): 3 clusters
  Score: Raw -1069974.632091 + Penalty 4411.688435 = -1065562.943656
  nChanged 56
		SP:Iteration 26Q (1398.930000 sec): 3 clusters
  Score: Raw -1070021.470363 + Penalty 4411.688435 = -1065609.781927
  nChanged 62
		SP:Iteration 27Q (1398.960000 sec): 3 clusters
  Score: Raw -1070087.691772 + Penalty 4411.688435 = -1065676.003336
  nChanged 60
		SP:Iteration 28Q (1398.990000 sec): 3 clusters
  Score: Raw -1070132.414826 + Penalty 4411.688435 = -1065720.726391
  nChanged 55
		SP:Iteration 29Q (1399.010000 sec): 3 clusters
  Score: Raw -1070171.389786 + Penalty 4411.688435 = -1065759.701351
  nChanged 41
		SP:Iteration 30Q (1399.040000 sec): 3 clusters
  Score: Raw -1070194.522452 + Penalty 4411.688435 = -1065782.834017
  nChanged 35
		SP:Iteration 31Q (1399.060000 sec): 3 clusters
  Score: Raw -1070220.137484 + Penalty 4411.688435 = -1065808.449049
  nChanged 26
		SP:Iteration 32Q (1399.090000 sec): 3 clusters
  Score: Raw -1070237.309538 + Penalty 4411.688435 = -1065825.621103
  nChanged 22
		SP:Iteration 33Q (1399.110000 sec): 3 clusters
  Score: Raw -1070249.622369 + Penalty 4411.688435 = -1065837.933934
  nChanged 25
		SP:Iteration 34Q (1399.130000 sec): 3 clusters
  Score: Raw -1070264.627783 + Penalty 4411.688435 = -1065852.939348
  nChanged 15
		SP:Iteration 35Q (1399.160000 sec): 3 clusters
  Score: Raw -1070274.489048 + Penalty 4411.688435 = -1065862.800612
  nChanged 21
		SP:Iteration 36Q (1399.180000 sec): 3 clusters
  Score: Raw -1070289.354758 + Penalty 4411.688435 = -1065877.666322
  nChanged 14
		SP:Iteration 37Q (1399.210000 sec): 3 clusters
  Score: Raw -1070295.756439 + Penalty 4411.688435 = -1065884.068004
  nChanged 12
		SP:Iteration 38Q (1399.230000 sec): 3 clusters
  Score: Raw -1070301.206926 + Penalty 4411.688435 = -1065889.518491
  nChanged 14
		SP:Iteration 39Q (1399.250000 sec): 3 clusters
  Score: Raw -1070306.614211 + Penalty 4411.688435 = -1065894.925775
  nChanged 12
		SP:Iteration 40F (1399.280000 sec): 3 clusters
  Score: Raw -1070310.999791 + Penalty 4411.688435 = -1065899.311356
  nChanged 6
		SP:Iteration 41Q (1399.310000 sec): 3 clusters
  Score: Raw -1070314.035361 + Penalty 4411.688435 = -1065902.346925
  nChanged 9
		SP:Iteration 42Q (1399.330000 sec): 3 clusters
  Score: Raw -1070319.100690 + Penalty 4411.688435 = -1065907.412254
  nChanged 11
		SP:Iteration 43Q (1399.350000 sec): 3 clusters
  Score: Raw -1070324.107993 + Penalty 4411.688435 = -1065912.419558
  nChanged 7
		SP:Iteration 44Q (1399.380000 sec): 3 clusters
  Score: Raw -1070328.568632 + Penalty 4411.688435 = -1065916.880196
  nChanged 6
		SP:Iteration 45Q (1399.400000 sec): 3 clusters
  Score: Raw -1070332.856731 + Penalty 4411.688435 = -1065921.168295
  nChanged 11
		SP:Iteration 46Q (1399.430000 sec): 3 clusters
  Score: Raw -1070340.854692 + Penalty 4411.688435 = -1065929.166257
  nChanged 17
		SP:Iteration 47Q (1399.450000 sec): 3 clusters
  Score: Raw -1070351.140235 + Penalty 4411.688435 = -1065939.451800
  nChanged 18
		SP:Iteration 48Q (1399.470000 sec): 3 clusters
  Score: Raw -1070358.707690 + Penalty 4411.688435 = -1065947.019255
  nChanged 9
		SP:Iteration 49Q (1399.500000 sec): 3 clusters
  Score: Raw -1070364.017563 + Penalty 4411.688435 = -1065952.329127
  nChanged 8
		SP:Iteration 50Q (1399.520000 sec): 3 clusters
  Score: Raw -1070368.227487 + Penalty 4411.688435 = -1065956.539052
  nChanged 8
		SP:Iteration 51Q (1399.540000 sec): 3 clusters
  Score: Raw -1070372.173405 + Penalty 4411.688435 = -1065960.484969
  nChanged 5
		SP:Iteration 52Q (1399.570000 sec): 3 clusters
  Score: Raw -1070374.169181 + Penalty 4411.688435 = -1065962.480745
  nChanged 3
		SP:Iteration 53Q (1399.590000 sec): 3 clusters
  Score: Raw -1070375.278623 + Penalty 4411.688435 = -1065963.590188
  nChanged 3
		SP:Iteration 54Q (1399.610000 sec): 3 clusters
  Score: Raw -1070376.795834 + Penalty 4411.688435 = -1065965.107399
  nChanged 4
		SP:Iteration 55Q (1399.640000 sec): 3 clusters
  Score: Raw -1070378.662887 + Penalty 4411.688435 = -1065966.974451
  nChanged 6
		SP:Iteration 56Q (1399.660000 sec): 3 clusters
  Score: Raw -1070382.030517 + Penalty 4411.688435 = -1065970.342081
  nChanged 5
		SP:Iteration 57Q (1399.680000 sec): 3 clusters
  Score: Raw -1070384.314597 + Penalty 4411.688435 = -1065972.626162
  nChanged 5
		SP:Iteration 58Q (1399.710000 sec): 3 clusters
  Score: Raw -1070386.288859 + Penalty 4411.688435 = -1065974.600423
  nChanged 2
		SP:Iteration 59Q (1399.730000 sec): 3 clusters
  Score: Raw -1070387.576103 + Penalty 4411.688435 = -1065975.887667
  nChanged 4
		SP:Iteration 60F (1399.760000 sec): 3 clusters
  Score: Raw -1070388.883792 + Penalty 4411.688435 = -1065977.195357
  nChanged 2
		SP:Iteration 61Q (1399.780000 sec): 3 clusters
  Score: Raw -1070389.738426 + Penalty 4411.688435 = -1065978.049990
  nChanged 0
		SP:Iteration 62F (1399.810000 sec): 3 clusters
  Score: Raw -1070389.738426 + Penalty 4411.688435 = -1065978.049990
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (114663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1400.220000 sec): 2 clusters
  Score: Raw -17118507.355092 + Penalty 2889.138662 = -17115618.216430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1400.680000 sec): 3 clusters
  Score: Raw -17044602.106327 + Penalty 5778.277325 = -17038823.829002
  nChanged 54488
		SP:Iteration 1F (1401.130000 sec): 3 clusters
  Score: Raw -17075767.150182 + Penalty 5778.277325 = -17069988.872858
  nChanged 3489
		SP:Iteration 2Q (1401.590000 sec): 3 clusters
  Score: Raw -17076640.540603 + Penalty 5778.277325 = -17070862.263278
  nChanged 3861
		SP:Iteration 3Q (1402.050000 sec): 3 clusters
  Score: Raw -17078075.021595 + Penalty 5778.277325 = -17072296.744270
  nChanged 5047
		SP:Iteration 4Q (1402.520000 sec): 3 clusters
  Score: Raw -17080943.526094 + Penalty 5778.277325 = -17075165.248769
  nChanged 6847
		SP:Iteration 5F (1402.980000 sec): 3 clusters
  Score: Raw -17086112.586224 + Penalty 5778.277325 = -17080334.308900
  nChanged 8752
		SP:Iteration 6F (1403.430000 sec): 3 clusters
  Score: Raw -17093191.280684 + Penalty 5778.277325 = -17087413.003359
  nChanged 9301
		SP:Iteration 7F (1403.880000 sec): 3 clusters
  Score: Raw -17100161.462742 + Penalty 5778.277325 = -17094383.185418
  nChanged 8189
		SP:Iteration 8F (1404.330000 sec): 3 clusters
  Score: Raw -17105369.600975 + Penalty 5778.277325 = -17099591.323651
  nChanged 6347
		SP:Iteration 9F (1404.800000 sec): 3 clusters
  Score: Raw -17108615.194197 + Penalty 5778.277325 = -17102836.916872
  nChanged 4670
		SP:Iteration 10Q (1405.270000 sec): 3 clusters
  Score: Raw -17110836.283182 + Penalty 5778.277325 = -17105058.005858
  nChanged 3856
		SP:Iteration 11Q (1405.730000 sec): 3 clusters
  Score: Raw -17112629.279441 + Penalty 5778.277325 = -17106851.002116
  nChanged 3474
		SP:Iteration 12Q (1406.170000 sec): 3 clusters
  Score: Raw -17114089.796124 + Penalty 5778.277325 = -17108311.518799
  nChanged 3163
		SP:Iteration 13Q (1406.620000 sec): 3 clusters
  Score: Raw -17115291.143718 + Penalty 5778.277325 = -17109512.866394
  nChanged 2991
		SP:Iteration 14Q (1407.060000 sec): 3 clusters
  Score: Raw -17116370.013461 + Penalty 5778.277325 = -17110591.736136
  nChanged 2659
		SP:Iteration 15Q (1407.490000 sec): 3 clusters
  Score: Raw -17117226.232472 + Penalty 5778.277325 = -17111447.955148
  nChanged 2416
		SP:Iteration 16Q (1407.930000 sec): 3 clusters
  Score: Raw -17117942.529289 + Penalty 5778.277325 = -17112164.251964
  nChanged 2177
		SP:Iteration 17Q (1408.350000 sec): 3 clusters
  Score: Raw -17118519.106902 + Penalty 5778.277325 = -17112740.829577
  nChanged 1905
		SP:Iteration 18Q (1408.770000 sec): 3 clusters
  Score: Raw -17118994.089170 + Penalty 5778.277325 = -17113215.811846
  nChanged 1704
		SP:Iteration 19Q (1409.190000 sec): 3 clusters
  Score: Raw -17119383.970015 + Penalty 5778.277325 = -17113605.692690
  nChanged 1481
		SP:Iteration 20F (1409.650000 sec): 3 clusters
  Score: Raw -17119681.837907 + Penalty 5778.277325 = -17113903.560583
  nChanged 1279
		SP:Iteration 21Q (1410.070000 sec): 3 clusters
  Score: Raw -17119916.029583 + Penalty 5778.277325 = -17114137.752258
  nChanged 1100
		SP:Iteration 22Q (1410.480000 sec): 3 clusters
  Score: Raw -17120104.762380 + Penalty 5778.277325 = -17114326.485055
  nChanged 986
		SP:Iteration 23Q (1410.890000 sec): 3 clusters
  Score: Raw -17120256.948918 + Penalty 5778.277325 = -17114478.671594
  nChanged 872
		SP:Iteration 24Q (1411.300000 sec): 3 clusters
  Score: Raw -17120389.771128 + Penalty 5778.277325 = -17114611.493804
  nChanged 803
		SP:Iteration 25Q (1411.700000 sec): 3 clusters
  Score: Raw -17120510.461969 + Penalty 5778.277325 = -17114732.184644
  nChanged 766
		SP:Iteration 26Q (1412.110000 sec): 3 clusters
  Score: Raw -17120623.014010 + Penalty 5778.277325 = -17114844.736685
  nChanged 666
		SP:Iteration 27Q (1412.530000 sec): 3 clusters
  Score: Raw -17120714.739840 + Penalty 5778.277325 = -17114936.462515
  nChanged 591
		SP:Iteration 28Q (1412.940000 sec): 3 clusters
  Score: Raw -17120789.717265 + Penalty 5778.277325 = -17115011.439941
  nChanged 551
		SP:Iteration 29Q (1413.340000 sec): 3 clusters
  Score: Raw -17120858.355031 + Penalty 5778.277325 = -17115080.077707
  nChanged 538
		SP:Iteration 30Q (1413.740000 sec): 3 clusters
  Score: Raw -17120924.762814 + Penalty 5778.277325 = -17115146.485489
  nChanged 512
		SP:Iteration 31Q (1414.130000 sec): 3 clusters
  Score: Raw -17120985.881841 + Penalty 5778.277325 = -17115207.604517
  nChanged 463
		SP:Iteration 32Q (1414.530000 sec): 3 clusters
  Score: Raw -17121035.855414 + Penalty 5778.277325 = -17115257.578090
  nChanged 371
		SP:Iteration 33Q (1414.920000 sec): 3 clusters
  Score: Raw -17121071.803879 + Penalty 5778.277325 = -17115293.526555
  nChanged 371
		SP:Iteration 34Q (1415.290000 sec): 3 clusters
  Score: Raw -17121110.016766 + Penalty 5778.277325 = -17115331.739441
  nChanged 396
		SP:Iteration 35Q (1415.660000 sec): 3 clusters
  Score: Raw -17121149.897544 + Penalty 5778.277325 = -17115371.620219
  nChanged 376
		SP:Iteration 36Q (1416.030000 sec): 3 clusters
  Score: Raw -17121185.340100 + Penalty 5778.277325 = -17115407.062775
  nChanged 323
		SP:Iteration 37Q (1416.400000 sec): 3 clusters
  Score: Raw -17121212.990342 + Penalty 5778.277325 = -17115434.713018
  nChanged 279
		SP:Iteration 38Q (1416.780000 sec): 3 clusters
  Score: Raw -17121234.978962 + Penalty 5778.277325 = -17115456.701637
  nChanged 268
		SP:Iteration 39Q (1417.140000 sec): 3 clusters
  Score: Raw -17121255.164318 + Penalty 5778.277325 = -17115476.886994
  nChanged 250
		SP:Iteration 40F (1417.570000 sec): 3 clusters
  Score: Raw -17121273.877165 + Penalty 5778.277325 = -17115495.599841
  nChanged 234
		SP:Iteration 41Q (1417.940000 sec): 3 clusters
  Score: Raw -17121291.172697 + Penalty 5778.277325 = -17115512.895372
  nChanged 190
		SP:Iteration 42Q (1418.310000 sec): 3 clusters
  Score: Raw -17121303.220723 + Penalty 5778.277325 = -17115524.943398
  nChanged 171
		SP:Iteration 43Q (1418.680000 sec): 3 clusters
  Score: Raw -17121313.880513 + Penalty 5778.277325 = -17115535.603188
  nChanged 171
		SP:Iteration 44Q (1419.040000 sec): 3 clusters
  Score: Raw -17121324.609908 + Penalty 5778.277325 = -17115546.332584
  nChanged 156
		SP:Iteration 45Q (1419.400000 sec): 3 clusters
  Score: Raw -17121333.081222 + Penalty 5778.277325 = -17115554.803898
  nChanged 130
		SP:Iteration 46Q (1419.770000 sec): 3 clusters
  Score: Raw -17121339.641746 + Penalty 5778.277325 = -17115561.364422
  nChanged 115
		SP:Iteration 47Q (1420.130000 sec): 3 clusters
  Score: Raw -17121347.288161 + Penalty 5778.277325 = -17115569.010836
  nChanged 135
		SP:Iteration 48Q (1420.500000 sec): 3 clusters
  Score: Raw -17121355.631877 + Penalty 5778.277325 = -17115577.354552
  nChanged 129
		SP:Iteration 49Q (1420.860000 sec): 3 clusters
  Score: Raw -17121363.084651 + Penalty 5778.277325 = -17115584.807327
  nChanged 132
		SP:Iteration 50Q (1421.230000 sec): 3 clusters
  Score: Raw -17121371.119482 + Penalty 5778.277325 = -17115592.842157
  nChanged 119
		SP:Iteration 51Q (1421.590000 sec): 3 clusters
  Score: Raw -17121378.598283 + Penalty 5778.277325 = -17115600.320958
  nChanged 122
		SP:Iteration 52Q (1421.960000 sec): 3 clusters
  Score: Raw -17121385.529663 + Penalty 5778.277325 = -17115607.252339
  nChanged 105
		SP:Iteration 53Q (1422.320000 sec): 3 clusters
  Score: Raw -17121391.559976 + Penalty 5778.277325 = -17115613.282652
  nChanged 81
		SP:Iteration 54Q (1422.680000 sec): 3 clusters
  Score: Raw -17121396.380420 + Penalty 5778.277325 = -17115618.103095
  nChanged 82
		SP:Iteration 55Q (1423.040000 sec): 3 clusters
  Score: Raw -17121400.895815 + Penalty 5778.277325 = -17115622.618490
  nChanged 82
		SP:Iteration 56Q (1423.410000 sec): 3 clusters
  Score: Raw -17121404.904111 + Penalty 5778.277325 = -17115626.626786
  nChanged 70
		SP:Iteration 57Q (1423.770000 sec): 3 clusters
  Score: Raw -17121407.744750 + Penalty 5778.277325 = -17115629.467426
  nChanged 64
		SP:Iteration 58Q (1424.140000 sec): 3 clusters
  Score: Raw -17121410.686414 + Penalty 5778.277325 = -17115632.409089
  nChanged 58
		SP:Iteration 59Q (1424.500000 sec): 3 clusters
  Score: Raw -17121413.674842 + Penalty 5778.277325 = -17115635.397517
  nChanged 63
		SP:Iteration 60F (1424.930000 sec): 3 clusters
  Score: Raw -17121417.307594 + Penalty 5778.277325 = -17115639.030269
  nChanged 63
		SP:Iteration 61Q (1425.290000 sec): 3 clusters
  Score: Raw -17121420.809458 + Penalty 5778.277325 = -17115642.532133
  nChanged 67
		SP:Iteration 62Q (1425.650000 sec): 3 clusters
  Score: Raw -17121424.545507 + Penalty 5778.277325 = -17115646.268183
  nChanged 59
		SP:Iteration 63Q (1426.020000 sec): 3 clusters
  Score: Raw -17121427.542469 + Penalty 5778.277325 = -17115649.265144
  nChanged 50
		SP:Iteration 64Q (1426.380000 sec): 3 clusters
  Score: Raw -17121430.191868 + Penalty 5778.277325 = -17115651.914543
  nChanged 56
		SP:Iteration 65Q (1426.740000 sec): 3 clusters
  Score: Raw -17121432.852649 + Penalty 5778.277325 = -17115654.575324
  nChanged 65
		SP:Iteration 66Q (1427.100000 sec): 3 clusters
  Score: Raw -17121436.140022 + Penalty 5778.277325 = -17115657.862697
  nChanged 55
		SP:Iteration 67Q (1427.500000 sec): 3 clusters
  Score: Raw -17121439.071068 + Penalty 5778.277325 = -17115660.793744
  nChanged 60
		SP:Iteration 68Q (1427.890000 sec): 3 clusters
  Score: Raw -17121442.316846 + Penalty 5778.277325 = -17115664.039521
  nChanged 66
		SP:Iteration 69Q (1428.280000 sec): 3 clusters
  Score: Raw -17121445.707181 + Penalty 5778.277325 = -17115667.429856
  nChanged 57
		SP:Iteration 70Q (1428.660000 sec): 3 clusters
  Score: Raw -17121448.287208 + Penalty 5778.277325 = -17115670.009883
  nChanged 49
		SP:Iteration 71Q (1429.050000 sec): 3 clusters
  Score: Raw -17121450.498311 + Penalty 5778.277325 = -17115672.220986
  nChanged 45
		SP:Iteration 72Q (1429.440000 sec): 3 clusters
  Score: Raw -17121452.217879 + Penalty 5778.277325 = -17115673.940554
  nChanged 30
		SP:Iteration 73Q (1429.830000 sec): 3 clusters
  Score: Raw -17121453.263918 + Penalty 5778.277325 = -17115674.986593
  nChanged 17
		SP:Iteration 74Q (1430.220000 sec): 3 clusters
  Score: Raw -17121453.854281 + Penalty 5778.277325 = -17115675.576956
  nChanged 15
		SP:Iteration 75Q (1430.600000 sec): 3 clusters
  Score: Raw -17121454.371641 + Penalty 5778.277325 = -17115676.094316
  nChanged 17
		SP:Iteration 76Q (1431.000000 sec): 3 clusters
  Score: Raw -17121454.929969 + Penalty 5778.277325 = -17115676.652644
  nChanged 13
		SP:Iteration 77Q (1431.390000 sec): 3 clusters
  Score: Raw -17121455.415715 + Penalty 5778.277325 = -17115677.138390
  nChanged 16
		SP:Iteration 78Q (1431.770000 sec): 3 clusters
  Score: Raw -17121455.968497 + Penalty 5778.277325 = -17115677.691172
  nChanged 10
		SP:Iteration 79Q (1432.150000 sec): 3 clusters
  Score: Raw -17121456.255331 + Penalty 5778.277325 = -17115677.978007
  nChanged 12
		SP:Iteration 80F (1432.610000 sec): 3 clusters
  Score: Raw -17121456.604990 + Penalty 5778.277325 = -17115678.327665
  nChanged 6
		SP:Iteration 81Q (1432.990000 sec): 3 clusters
  Score: Raw -17121456.750669 + Penalty 5778.277325 = -17115678.473345
  nChanged 8
		SP:Iteration 82Q (1433.350000 sec): 3 clusters
  Score: Raw -17121457.038502 + Penalty 5778.277325 = -17115678.761178
  nChanged 10
		SP:Iteration 83Q (1433.700000 sec): 3 clusters
  Score: Raw -17121457.332722 + Penalty 5778.277325 = -17115679.055397
  nChanged 9
		SP:Iteration 84Q (1434.060000 sec): 3 clusters
  Score: Raw -17121457.616549 + Penalty 5778.277325 = -17115679.339225
  nChanged 5
		SP:Iteration 85Q (1434.420000 sec): 3 clusters
  Score: Raw -17121457.745839 + Penalty 5778.277325 = -17115679.468514
  nChanged 3
		SP:Iteration 86Q (1434.780000 sec): 3 clusters
  Score: Raw -17121457.817780 + Penalty 5778.277325 = -17115679.540455
  nChanged 5
		SP:Iteration 87Q (1435.140000 sec): 3 clusters
  Score: Raw -17121457.911559 + Penalty 5778.277325 = -17115679.634235
  nChanged 3
		SP:Iteration 88Q (1435.500000 sec): 3 clusters
  Score: Raw -17121457.993297 + Penalty 5778.277325 = -17115679.715973
  nChanged 4
		SP:Iteration 89Q (1435.870000 sec): 3 clusters
  Score: Raw -17121458.123015 + Penalty 5778.277325 = -17115679.845690
  nChanged 2
		SP:Iteration 90Q (1436.260000 sec): 3 clusters
  Score: Raw -17121458.182298 + Penalty 5778.277325 = -17115679.904973
  nChanged 2
		SP:Iteration 91Q (1436.650000 sec): 3 clusters
  Score: Raw -17121458.217123 + Penalty 5778.277325 = -17115679.939799
  nChanged 2
		SP:Iteration 92Q (1437.040000 sec): 3 clusters
  Score: Raw -17121458.244876 + Penalty 5778.277325 = -17115679.967552
  nChanged 2
		SP:Iteration 93Q (1437.420000 sec): 3 clusters
  Score: Raw -17121458.308843 + Penalty 5778.277325 = -17115680.031518
  nChanged 4
		SP:Iteration 94Q (1437.810000 sec): 3 clusters
  Score: Raw -17121458.407222 + Penalty 5778.277325 = -17115680.129897
  nChanged 0
		SP:Iteration 95F (1438.280000 sec): 3 clusters
  Score: Raw -17121458.407222 + Penalty 5778.277325 = -17115680.129897
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 30.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1438.330000 sec): 2 clusters
  Score: Raw -50292.930454 + Penalty 1520.004452 = -48772.926002
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1438.330000 sec): 3 clusters
  Score: Raw -50672.929926 + Penalty 3040.008904 = -47632.921022
  nChanged 127
		SP:Iteration 1F (1438.330000 sec): 3 clusters
  Score: Raw -51278.074469 + Penalty 3040.008904 = -48238.065565
  nChanged 66
		SP:Iteration 2F (1438.340000 sec): 3 clusters
  Score: Raw -51917.642844 + Penalty 3040.008904 = -48877.633939
  nChanged 24
		SP:Iteration 3F (1438.340000 sec): 3 clusters
  Score: Raw -52251.642886 + Penalty 3040.008904 = -49211.633982
  nChanged 21
		SP:Iteration 4Q (1438.340000 sec): 3 clusters
  Score: Raw -52407.297062 + Penalty 3040.008904 = -49367.288158
  nChanged 8
		SP:Iteration 5Q (1438.340000 sec): 3 clusters
  Score: Raw -52475.336299 + Penalty 3040.008904 = -49435.327395
  nChanged 2
		SP:Iteration 6Q (1438.340000 sec): 3 clusters
  Score: Raw -52490.649350 + Penalty 3040.008904 = -49450.640446
  nChanged 3
		SP:Iteration 7Q (1438.340000 sec): 3 clusters
  Score: Raw -52517.125413 + Penalty 3040.008904 = -49477.116508
  nChanged 2
		SP:Iteration 8Q (1438.340000 sec): 3 clusters
  Score: Raw -52525.957374 + Penalty 3040.008904 = -49485.948470
  nChanged 1
		SP:Iteration 9Q (1438.340000 sec): 3 clusters
  Score: Raw -52529.723098 + Penalty 3040.008904 = -49489.714194
  nChanged 0
		SP:Iteration 10F (1438.350000 sec): 3 clusters
  Score: Raw -52541.156438 + Penalty 3040.008904 = -49501.147534
  nChanged 2
		SP:Iteration 11Q (1438.350000 sec): 3 clusters
  Score: Raw -52589.719098 + Penalty 3040.008904 = -49549.710194
  nChanged 3
		SP:Iteration 12Q (1438.350000 sec): 3 clusters
  Score: Raw -52622.588928 + Penalty 3040.008904 = -49582.580024
  nChanged 8
		SP:Iteration 13Q (1438.350000 sec): 3 clusters
  Score: Raw -52672.955956 + Penalty 3040.008904 = -49632.947052
  nChanged 3
		SP:Iteration 14Q (1438.350000 sec): 3 clusters
  Score: Raw -52714.795883 + Penalty 3040.008904 = -49674.786978
  nChanged 4
		SP:Iteration 15Q (1438.360000 sec): 3 clusters
  Score: Raw -52888.056270 + Penalty 3040.008904 = -49848.047366
  nChanged 5
		SP:Iteration 16Q (1438.360000 sec): 3 clusters
  Score: Raw -52923.501324 + Penalty 3040.008904 = -49883.492420
  nChanged 0
		SP:Iteration 17F (1438.360000 sec): 3 clusters
  Score: Raw -52923.501324 + Penalty 3040.008904 = -49883.492420
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 31.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (262174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1439.310000 sec): 2 clusters
  Score: Raw -38793705.361921 + Penalty 3094.237394 = -38790611.124527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1440.390000 sec): 3 clusters
  Score: Raw -38620334.972427 + Penalty 6188.474787 = -38614146.497640
  nChanged 126627
		SP:Iteration 1F (1441.460000 sec): 3 clusters
  Score: Raw -38695478.416244 + Penalty 6188.474787 = -38689289.941456
  nChanged 6752
		SP:Iteration 2Q (1442.540000 sec): 3 clusters
  Score: Raw -38696935.460427 + Penalty 6188.474787 = -38690746.985640
  nChanged 8206
		SP:Iteration 3Q (1443.630000 sec): 3 clusters
  Score: Raw -38699329.709818 + Penalty 6188.474787 = -38693141.235030
  nChanged 11080
		SP:Iteration 4Q (1444.710000 sec): 3 clusters
  Score: Raw -38703882.107487 + Penalty 6188.474787 = -38697693.632699
  nChanged 15473
		SP:Iteration 5F (1445.770000 sec): 3 clusters
  Score: Raw -38712638.403849 + Penalty 6188.474787 = -38706449.929062
  nChanged 20621
		SP:Iteration 6F (1446.820000 sec): 3 clusters
  Score: Raw -38728001.176607 + Penalty 6188.474787 = -38721812.701819
  nChanged 24231
		SP:Iteration 7F (1447.880000 sec): 3 clusters
  Score: Raw -38750103.067854 + Penalty 6188.474787 = -38743914.593066
  nChanged 22115
		SP:Iteration 8F (1448.920000 sec): 3 clusters
  Score: Raw -38772376.786330 + Penalty 6188.474787 = -38766188.311542
  nChanged 13996
		SP:Iteration 9F (1449.970000 sec): 3 clusters
  Score: Raw -38786355.726441 + Penalty 6188.474787 = -38780167.251654
  nChanged 5728
		SP:Iteration 10Q (1450.900000 sec): 3 clusters
  Score: Raw -38791751.836795 + Penalty 6188.474787 = -38785563.362008
  nChanged 1696
		SP:Iteration 11Q (1451.730000 sec): 3 clusters
  Score: Raw -38793290.440380 + Penalty 6188.474787 = -38787101.965593
  nChanged 403
		SP:Iteration 12Q (1452.500000 sec): 3 clusters
  Score: Raw -38793715.473609 + Penalty 6188.474787 = -38787526.998822
  nChanged 112
		SP:Iteration 13Q (1453.250000 sec): 3 clusters
  Score: Raw -38793885.687462 + Penalty 6188.474787 = -38787697.212674
  nChanged 51
		SP:Iteration 14Q (1453.990000 sec): 3 clusters
  Score: Raw -38793952.337011 + Penalty 6188.474787 = -38787763.862223
  nChanged 18
		SP:Iteration 15Q (1454.720000 sec): 3 clusters
  Score: Raw -38793975.546756 + Penalty 6188.474787 = -38787787.071968
  nChanged 9
		SP:Iteration 16Q (1455.460000 sec): 3 clusters
  Score: Raw -38793985.918869 + Penalty 6188.474787 = -38787797.444082
  nChanged 6
		SP:Iteration 17Q (1456.190000 sec): 3 clusters
  Score: Raw -38793998.739163 + Penalty 6188.474787 = -38787810.264375
  nChanged 9
		SP:Iteration 18Q (1456.920000 sec): 3 clusters
  Score: Raw -38794012.960190 + Penalty 6188.474787 = -38787824.485402
  nChanged 8
		SP:Iteration 19Q (1457.660000 sec): 3 clusters
  Score: Raw -38794025.840376 + Penalty 6188.474787 = -38787837.365588
  nChanged 5
		SP:Iteration 20F (1458.690000 sec): 3 clusters
  Score: Raw -38794034.229432 + Penalty 6188.474787 = -38787845.754644
  nChanged 3
		SP:Iteration 21Q (1459.430000 sec): 3 clusters
  Score: Raw -38794039.552829 + Penalty 6188.474787 = -38787851.078041
  nChanged 4
		SP:Iteration 22Q (1460.160000 sec): 3 clusters
  Score: Raw -38794045.029405 + Penalty 6188.474787 = -38787856.554617
  nChanged 1
		SP:Iteration 23Q (1460.890000 sec): 3 clusters
  Score: Raw -38794046.996214 + Penalty 6188.474787 = -38787858.521427
  nChanged 0
		SP:Iteration 24F (1461.930000 sec): 3 clusters
  Score: Raw -38794046.996214 + Penalty 6188.474787 = -38787858.521427
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (1178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1462.030000 sec): 2 clusters
  Score: Raw -149462.884023 + Penalty 1753.750194 = -147709.133828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1462.040000 sec): 3 clusters
  Score: Raw -149273.069209 + Penalty 3507.500389 = -145765.568821
  nChanged 352
		SP:Iteration 1F (1462.050000 sec): 3 clusters
  Score: Raw -150091.069813 + Penalty 3507.500389 = -146583.569425
  nChanged 144
		SP:Iteration 2F (1462.050000 sec): 3 clusters
  Score: Raw -150558.672917 + Penalty 3507.500389 = -147051.172528
  nChanged 91
		SP:Iteration 3F (1462.050000 sec): 3 clusters
  Score: Raw -150865.803710 + Penalty 3507.500389 = -147358.303321
  nChanged 50
		SP:Iteration 4Q (1462.060000 sec): 3 clusters
  Score: Raw -151112.807594 + Penalty 3507.500389 = -147605.307206
  nChanged 48
		SP:Iteration 5Q (1462.060000 sec): 3 clusters
  Score: Raw -151581.317586 + Penalty 3507.500389 = -148073.817197
  nChanged 53
		SP:Iteration 6Q (1462.070000 sec): 3 clusters
  Score: Raw -151861.854288 + Penalty 3507.500389 = -148354.353899
  nChanged 63
		SP:Iteration 7F (1462.070000 sec): 3 clusters
  Score: Raw -152113.952012 + Penalty 3507.500389 = -148606.451623
  nChanged 57
		SP:Iteration 8Q (1462.070000 sec): 3 clusters
  Score: Raw -152342.191556 + Penalty 3507.500389 = -148834.691168
  nChanged 36
		SP:Iteration 9Q (1462.080000 sec): 3 clusters
  Score: Raw -152447.982699 + Penalty 3507.500389 = -148940.482310
  nChanged 25
		SP:Iteration 10Q (1462.080000 sec): 3 clusters
  Score: Raw -152502.600587 + Penalty 3507.500389 = -148995.100198
  nChanged 19
		SP:Iteration 11Q (1462.090000 sec): 3 clusters
  Score: Raw -152530.429985 + Penalty 3507.500389 = -149022.929596
  nChanged 8
		SP:Iteration 12Q (1462.090000 sec): 3 clusters
  Score: Raw -152542.046962 + Penalty 3507.500389 = -149034.546573
  nChanged 6
		SP:Iteration 13Q (1462.090000 sec): 3 clusters
  Score: Raw -152552.655904 + Penalty 3507.500389 = -149045.155515
  nChanged 5
		SP:Iteration 14Q (1462.100000 sec): 3 clusters
  Score: Raw -152559.838029 + Penalty 3507.500389 = -149052.337640
  nChanged 4
		SP:Iteration 15Q (1462.100000 sec): 3 clusters
  Score: Raw -152567.677619 + Penalty 3507.500389 = -149060.177230
  nChanged 3
		SP:Iteration 16Q (1462.100000 sec): 3 clusters
  Score: Raw -152572.003060 + Penalty 3507.500389 = -149064.502671
  nChanged 3
		SP:Iteration 17Q (1462.110000 sec): 3 clusters
  Score: Raw -152575.880741 + Penalty 3507.500389 = -149068.380352
  nChanged 3
		SP:Iteration 18Q (1462.110000 sec): 3 clusters
  Score: Raw -152582.137894 + Penalty 3507.500389 = -149074.637505
  nChanged 4
		SP:Iteration 19Q (1462.110000 sec): 3 clusters
  Score: Raw -152589.479924 + Penalty 3507.500389 = -149081.979536
  nChanged 2
		SP:Iteration 20F (1462.120000 sec): 3 clusters
  Score: Raw -152592.489819 + Penalty 3507.500389 = -149084.989430
  nChanged 1
		SP:Iteration 21Q (1462.120000 sec): 3 clusters
  Score: Raw -152592.846534 + Penalty 3507.500389 = -149085.346145
  nChanged 0
		SP:Iteration 22F (1462.130000 sec): 3 clusters
  Score: Raw -152592.846534 + Penalty 3507.500389 = -149085.346145
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 32.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (6140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1462.160000 sec): 2 clusters
  Score: Raw -878171.154692 + Penalty 2163.199845 = -876007.954847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1462.180000 sec): 3 clusters
  Score: Raw -875036.673732 + Penalty 4326.399690 = -870710.274042
  nChanged 2430
		SP:Iteration 1F (1462.210000 sec): 3 clusters
  Score: Raw -876399.892666 + Penalty 4326.399690 = -872073.492975
  nChanged 443
		SP:Iteration 2F (1462.230000 sec): 3 clusters
  Score: Raw -876621.948808 + Penalty 4326.399690 = -872295.549118
  nChanged 310
		SP:Iteration 3F (1462.250000 sec): 3 clusters
  Score: Raw -876775.277501 + Penalty 4326.399690 = -872448.877810
  nChanged 243
		SP:Iteration 4Q (1462.280000 sec): 3 clusters
  Score: Raw -876885.800287 + Penalty 4326.399690 = -872559.400597
  nChanged 180
		SP:Iteration 5Q (1462.300000 sec): 3 clusters
  Score: Raw -876979.513796 + Penalty 4326.399690 = -872653.114106
  nChanged 191
		SP:Iteration 6Q (1462.330000 sec): 3 clusters
  Score: Raw -877086.420198 + Penalty 4326.399690 = -872760.020508
  nChanged 194
		SP:Iteration 7Q (1462.350000 sec): 3 clusters
  Score: Raw -877195.814250 + Penalty 4326.399690 = -872869.414560
  nChanged 170
		SP:Iteration 8Q (1462.380000 sec): 3 clusters
  Score: Raw -877284.132236 + Penalty 4326.399690 = -872957.732545
  nChanged 167
		SP:Iteration 9Q (1462.400000 sec): 3 clusters
  Score: Raw -877365.748810 + Penalty 4326.399690 = -873039.349119
  nChanged 131
		SP:Iteration 10Q (1462.430000 sec): 3 clusters
  Score: Raw -877424.006373 + Penalty 4326.399690 = -873097.606682
  nChanged 113
		SP:Iteration 11Q (1462.450000 sec): 3 clusters
  Score: Raw -877469.442446 + Penalty 4326.399690 = -873143.042755
  nChanged 94
		SP:Iteration 12Q (1462.470000 sec): 3 clusters
  Score: Raw -877505.813712 + Penalty 4326.399690 = -873179.414021
  nChanged 84
		SP:Iteration 13Q (1462.500000 sec): 3 clusters
  Score: Raw -877536.591541 + Penalty 4326.399690 = -873210.191850
  nChanged 87
		SP:Iteration 14Q (1462.520000 sec): 3 clusters
  Score: Raw -877570.600155 + Penalty 4326.399690 = -873244.200465
  nChanged 91
		SP:Iteration 15Q (1462.550000 sec): 3 clusters
  Score: Raw -877605.339428 + Penalty 4326.399690 = -873278.939737
  nChanged 76
		SP:Iteration 16Q (1462.570000 sec): 3 clusters
  Score: Raw -877632.049792 + Penalty 4326.399690 = -873305.650102
  nChanged 75
		SP:Iteration 17Q (1462.600000 sec): 3 clusters
  Score: Raw -877658.508153 + Penalty 4326.399690 = -873332.108463
  nChanged 62
		SP:Iteration 18Q (1462.620000 sec): 3 clusters
  Score: Raw -877678.372025 + Penalty 4326.399690 = -873351.972335
  nChanged 60
		SP:Iteration 19Q (1462.650000 sec): 3 clusters
  Score: Raw -877698.187784 + Penalty 4326.399690 = -873371.788093
  nChanged 59
		SP:Iteration 20F (1462.670000 sec): 3 clusters
  Score: Raw -877717.505658 + Penalty 4326.399690 = -873391.105967
  nChanged 45
		SP:Iteration 21Q (1462.690000 sec): 3 clusters
  Score: Raw -877732.176132 + Penalty 4326.399690 = -873405.776442
  nChanged 45
		SP:Iteration 22Q (1462.720000 sec): 3 clusters
  Score: Raw -877744.303019 + Penalty 4326.399690 = -873417.903328
  nChanged 44
		SP:Iteration 23Q (1462.750000 sec): 3 clusters
  Score: Raw -877755.621456 + Penalty 4326.399690 = -873429.221765
  nChanged 29
		SP:Iteration 24Q (1462.770000 sec): 3 clusters
  Score: Raw -877762.867996 + Penalty 4326.399690 = -873436.468305
  nChanged 28
		SP:Iteration 25Q (1462.790000 sec): 3 clusters
  Score: Raw -877769.739872 + Penalty 4326.399690 = -873443.340181
  nChanged 20
		SP:Iteration 26Q (1462.820000 sec): 3 clusters
  Score: Raw -877774.934907 + Penalty 4326.399690 = -873448.535216
  nChanged 22
		SP:Iteration 27Q (1462.840000 sec): 3 clusters
  Score: Raw -877779.622285 + Penalty 4326.399690 = -873453.222595
  nChanged 17
		SP:Iteration 28Q (1462.870000 sec): 3 clusters
  Score: Raw -877784.244072 + Penalty 4326.399690 = -873457.844381
  nChanged 20
		SP:Iteration 29Q (1462.890000 sec): 3 clusters
  Score: Raw -877789.565730 + Penalty 4326.399690 = -873463.166040
  nChanged 20
		SP:Iteration 30Q (1462.910000 sec): 3 clusters
  Score: Raw -877795.005778 + Penalty 4326.399690 = -873468.606088
  nChanged 17
		SP:Iteration 31Q (1462.940000 sec): 3 clusters
  Score: Raw -877798.523139 + Penalty 4326.399690 = -873472.123448
  nChanged 14
		SP:Iteration 32Q (1462.960000 sec): 3 clusters
  Score: Raw -877801.361975 + Penalty 4326.399690 = -873474.962284
  nChanged 14
		SP:Iteration 33Q (1462.990000 sec): 3 clusters
  Score: Raw -877804.787043 + Penalty 4326.399690 = -873478.387352
  nChanged 10
		SP:Iteration 34Q (1463.010000 sec): 3 clusters
  Score: Raw -877806.991252 + Penalty 4326.399690 = -873480.591562
  nChanged 6
		SP:Iteration 35Q (1463.030000 sec): 3 clusters
  Score: Raw -877808.179303 + Penalty 4326.399690 = -873481.779612
  nChanged 6
		SP:Iteration 36Q (1463.060000 sec): 3 clusters
  Score: Raw -877809.601490 + Penalty 4326.399690 = -873483.201800
  nChanged 7
		SP:Iteration 37Q (1463.080000 sec): 3 clusters
  Score: Raw -877811.285975 + Penalty 4326.399690 = -873484.886284
  nChanged 9
		SP:Iteration 38Q (1463.110000 sec): 3 clusters
  Score: Raw -877813.279216 + Penalty 4326.399690 = -873486.879526
  nChanged 5
		SP:Iteration 39Q (1463.130000 sec): 3 clusters
  Score: Raw -877814.368036 + Penalty 4326.399690 = -873487.968346
  nChanged 5
		SP:Iteration 40F (1463.150000 sec): 3 clusters
  Score: Raw -877815.301618 + Penalty 4326.399690 = -873488.901928
  nChanged 6
		SP:Iteration 41Q (1463.180000 sec): 3 clusters
  Score: Raw -877816.898875 + Penalty 4326.399690 = -873490.499184
  nChanged 4
		SP:Iteration 42Q (1463.200000 sec): 3 clusters
  Score: Raw -877817.887470 + Penalty 4326.399690 = -873491.487780
  nChanged 6
		SP:Iteration 43Q (1463.230000 sec): 3 clusters
  Score: Raw -877818.919327 + Penalty 4326.399690 = -873492.519637
  nChanged 5
		SP:Iteration 44Q (1463.250000 sec): 3 clusters
  Score: Raw -877820.178258 + Penalty 4326.399690 = -873493.778568
  nChanged 6
		SP:Iteration 45Q (1463.270000 sec): 3 clusters
  Score: Raw -877821.518886 + Penalty 4326.399690 = -873495.119196
  nChanged 7
		SP:Iteration 46Q (1463.300000 sec): 3 clusters
  Score: Raw -877823.127378 + Penalty 4326.399690 = -873496.727687
  nChanged 8
		SP:Iteration 47Q (1463.320000 sec): 3 clusters
  Score: Raw -877825.548628 + Penalty 4326.399690 = -873499.148938
  nChanged 18
		SP:Iteration 48Q (1463.350000 sec): 3 clusters
  Score: Raw -877830.774813 + Penalty 4326.399690 = -873504.375123
  nChanged 15
		SP:Iteration 49Q (1463.370000 sec): 3 clusters
  Score: Raw -877834.151065 + Penalty 4326.399690 = -873507.751374
  nChanged 16
		SP:Iteration 50Q (1463.390000 sec): 3 clusters
  Score: Raw -877838.292235 + Penalty 4326.399690 = -873511.892545
  nChanged 12
		SP:Iteration 51Q (1463.420000 sec): 3 clusters
  Score: Raw -877841.555769 + Penalty 4326.399690 = -873515.156078
  nChanged 10
		SP:Iteration 52Q (1463.440000 sec): 3 clusters
  Score: Raw -877843.730541 + Penalty 4326.399690 = -873517.330850
  nChanged 8
		SP:Iteration 53Q (1463.470000 sec): 3 clusters
  Score: Raw -877845.567541 + Penalty 4326.399690 = -873519.167851
  nChanged 6
		SP:Iteration 54Q (1463.490000 sec): 3 clusters
  Score: Raw -877846.775325 + Penalty 4326.399690 = -873520.375635
  nChanged 7
		SP:Iteration 55Q (1463.510000 sec): 3 clusters
  Score: Raw -877848.151623 + Penalty 4326.399690 = -873521.751933
  nChanged 6
		SP:Iteration 56Q (1463.540000 sec): 3 clusters
  Score: Raw -877849.518070 + Penalty 4326.399690 = -873523.118380
  nChanged 11
		SP:Iteration 57Q (1463.560000 sec): 3 clusters
  Score: Raw -877853.254175 + Penalty 4326.399690 = -873526.854484
  nChanged 11
		SP:Iteration 58Q (1463.590000 sec): 3 clusters
  Score: Raw -877856.380102 + Penalty 4326.399690 = -873529.980412
  nChanged 12
		SP:Iteration 59Q (1463.610000 sec): 3 clusters
  Score: Raw -877858.845081 + Penalty 4326.399690 = -873532.445390
  nChanged 18
		SP:Iteration 60F (1463.640000 sec): 3 clusters
  Score: Raw -877863.948908 + Penalty 4326.399690 = -873537.549217
  nChanged 17
		SP:Iteration 61Q (1463.660000 sec): 3 clusters
  Score: Raw -877866.742773 + Penalty 4326.399690 = -873540.343082
  nChanged 15
		SP:Iteration 62Q (1463.680000 sec): 3 clusters
  Score: Raw -877870.051828 + Penalty 4326.399690 = -873543.652137
  nChanged 13
		SP:Iteration 63Q (1463.710000 sec): 3 clusters
  Score: Raw -877873.568170 + Penalty 4326.399690 = -873547.168480
  nChanged 18
		SP:Iteration 64Q (1463.730000 sec): 3 clusters
  Score: Raw -877877.287425 + Penalty 4326.399690 = -873550.887734
  nChanged 19
		SP:Iteration 65Q (1463.760000 sec): 3 clusters
  Score: Raw -877883.431173 + Penalty 4326.399690 = -873557.031483
  nChanged 19
		SP:Iteration 66Q (1463.780000 sec): 3 clusters
  Score: Raw -877888.251407 + Penalty 4326.399690 = -873561.851716
  nChanged 21
		SP:Iteration 67Q (1463.810000 sec): 3 clusters
  Score: Raw -877893.438547 + Penalty 4326.399690 = -873567.038856
  nChanged 23
		SP:Iteration 68Q (1463.830000 sec): 3 clusters
  Score: Raw -877901.731584 + Penalty 4326.399690 = -873575.331894
  nChanged 31
		SP:Iteration 69Q (1463.850000 sec): 3 clusters
  Score: Raw -877912.470362 + Penalty 4326.399690 = -873586.070672
  nChanged 29
		SP:Iteration 70Q (1463.880000 sec): 3 clusters
  Score: Raw -877923.703525 + Penalty 4326.399690 = -873597.303834
  nChanged 38
		SP:Iteration 71Q (1463.900000 sec): 3 clusters
  Score: Raw -877935.964544 + Penalty 4326.399690 = -873609.564854
  nChanged 42
		SP:Iteration 72Q (1463.930000 sec): 3 clusters
  Score: Raw -877950.774898 + Penalty 4326.399690 = -873624.375207
  nChanged 57
		SP:Iteration 73Q (1463.950000 sec): 3 clusters
  Score: Raw -877970.438762 + Penalty 4326.399690 = -873644.039072
  nChanged 63
		SP:Iteration 74Q (1463.970000 sec): 3 clusters
  Score: Raw -878002.434125 + Penalty 4326.399690 = -873676.034434
  nChanged 72
		SP:Iteration 75Q (1464.000000 sec): 3 clusters
  Score: Raw -878040.315011 + Penalty 4326.399690 = -873713.915321
  nChanged 86
		SP:Iteration 76Q (1464.020000 sec): 3 clusters
  Score: Raw -878078.431390 + Penalty 4326.399690 = -873752.031699
  nChanged 81
		SP:Iteration 77Q (1464.050000 sec): 3 clusters
  Score: Raw -878114.244106 + Penalty 4326.399690 = -873787.844416
  nChanged 81
		SP:Iteration 78Q (1464.070000 sec): 3 clusters
  Score: Raw -878152.833163 + Penalty 4326.399690 = -873826.433472
  nChanged 63
		SP:Iteration 79Q (1464.090000 sec): 3 clusters
  Score: Raw -878182.126632 + Penalty 4326.399690 = -873855.726941
  nChanged 60
		SP:Iteration 80F (1464.120000 sec): 3 clusters
  Score: Raw -878205.696437 + Penalty 4326.399690 = -873879.296747
  nChanged 53
		SP:Iteration 81Q (1464.140000 sec): 3 clusters
  Score: Raw -878224.023518 + Penalty 4326.399690 = -873897.623828
  nChanged 46
		SP:Iteration 82Q (1464.170000 sec): 3 clusters
  Score: Raw -878240.552467 + Penalty 4326.399690 = -873914.152777
  nChanged 46
		SP:Iteration 83Q (1464.190000 sec): 3 clusters
  Score: Raw -878255.562421 + Penalty 4326.399690 = -873929.162730
  nChanged 44
		SP:Iteration 84Q (1464.210000 sec): 3 clusters
  Score: Raw -878270.408247 + Penalty 4326.399690 = -873944.008556
  nChanged 44
		SP:Iteration 85Q (1464.230000 sec): 3 clusters
  Score: Raw -878285.380548 + Penalty 4326.399690 = -873958.980858
  nChanged 35
		SP:Iteration 86Q (1464.260000 sec): 3 clusters
  Score: Raw -878295.334355 + Penalty 4326.399690 = -873968.934665
  nChanged 29
		SP:Iteration 87Q (1464.280000 sec): 3 clusters
  Score: Raw -878304.565911 + Penalty 4326.399690 = -873978.166220
  nChanged 30
		SP:Iteration 88Q (1464.310000 sec): 3 clusters
  Score: Raw -878314.471146 + Penalty 4326.399690 = -873988.071456
  nChanged 27
		SP:Iteration 89Q (1464.330000 sec): 3 clusters
  Score: Raw -878322.965460 + Penalty 4326.399690 = -873996.565769
  nChanged 19
		SP:Iteration 90Q (1464.350000 sec): 3 clusters
  Score: Raw -878329.115422 + Penalty 4326.399690 = -874002.715731
  nChanged 17
		SP:Iteration 91Q (1464.370000 sec): 3 clusters
  Score: Raw -878334.777319 + Penalty 4326.399690 = -874008.377628
  nChanged 16
		SP:Iteration 92Q (1464.400000 sec): 3 clusters
  Score: Raw -878337.939817 + Penalty 4326.399690 = -874011.540126
  nChanged 11
		SP:Iteration 93Q (1464.420000 sec): 3 clusters
  Score: Raw -878339.942432 + Penalty 4326.399690 = -874013.542742
  nChanged 11
		SP:Iteration 94Q (1464.450000 sec): 3 clusters
  Score: Raw -878342.158520 + Penalty 4326.399690 = -874015.758830
  nChanged 5
		SP:Iteration 95Q (1464.470000 sec): 3 clusters
  Score: Raw -878343.924277 + Penalty 4326.399690 = -874017.524586
  nChanged 7
		SP:Iteration 96Q (1464.490000 sec): 3 clusters
  Score: Raw -878345.435671 + Penalty 4326.399690 = -874019.035981
  nChanged 8
		SP:Iteration 97Q (1464.510000 sec): 3 clusters
  Score: Raw -878347.824918 + Penalty 4326.399690 = -874021.425228
  nChanged 9
		SP:Iteration 98Q (1464.530000 sec): 3 clusters
  Score: Raw -878349.880386 + Penalty 4326.399690 = -874023.480696
  nChanged 7
		SP:Iteration 99Q (1464.560000 sec): 3 clusters
  Score: Raw -878351.862211 + Penalty 4326.399690 = -874025.462520
  nChanged 5
		SP:Iteration 100F (1464.580000 sec): 3 clusters
  Score: Raw -878353.612138 + Penalty 4326.399690 = -874027.212448
  nChanged 6
		SP:Iteration 101Q (1464.610000 sec): 3 clusters
  Score: Raw -878355.209284 + Penalty 4326.399690 = -874028.809594
  nChanged 3
		SP:Iteration 102Q (1464.630000 sec): 3 clusters
  Score: Raw -878355.832622 + Penalty 4326.399690 = -874029.432931
  nChanged 2
		SP:Iteration 103Q (1464.650000 sec): 3 clusters
  Score: Raw -878356.470128 + Penalty 4326.399690 = -874030.070438
  nChanged 3
		SP:Iteration 104Q (1464.670000 sec): 3 clusters
  Score: Raw -878357.168064 + Penalty 4326.399690 = -874030.768374
  nChanged 2
		SP:Iteration 105Q (1464.700000 sec): 3 clusters
  Score: Raw -878357.676478 + Penalty 4326.399690 = -874031.276787
  nChanged 3
		SP:Iteration 106Q (1464.720000 sec): 3 clusters
  Score: Raw -878358.332214 + Penalty 4326.399690 = -874031.932524
  nChanged 1
		SP:Iteration 107Q (1464.740000 sec): 3 clusters
  Score: Raw -878358.494057 + Penalty 4326.399690 = -874032.094367
  nChanged 2
		SP:Iteration 108Q (1464.770000 sec): 3 clusters
  Score: Raw -878358.979604 + Penalty 4326.399690 = -874032.579913
  nChanged 4
		SP:Iteration 109Q (1464.790000 sec): 3 clusters
  Score: Raw -878359.885490 + Penalty 4326.399690 = -874033.485799
  nChanged 3
		SP:Iteration 110Q (1464.810000 sec): 3 clusters
  Score: Raw -878360.452008 + Penalty 4326.399690 = -874034.052317
  nChanged 1
		SP:Iteration 111Q (1464.830000 sec): 3 clusters
  Score: Raw -878360.610129 + Penalty 4326.399690 = -874034.210439
  nChanged 0
		SP:Iteration 112F (1464.860000 sec): 3 clusters
  Score: Raw -878360.610129 + Penalty 4326.399690 = -874034.210439
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1464.870000 sec): 2 clusters
  Score: Raw -44550.068075 + Penalty 1442.643568 = -43107.424507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1464.870000 sec): 3 clusters
  Score: Raw -44702.300459 + Penalty 2885.287135 = -41817.013324
  nChanged 43
		SP:Iteration 1F (1464.870000 sec): 3 clusters
  Score: Raw -44831.978339 + Penalty 2885.287135 = -41946.691204
  nChanged 11
		SP:Iteration 2Q (1464.870000 sec): 3 clusters
  Score: Raw -44880.457080 + Penalty 2885.287135 = -41995.169944
  nChanged 11
		SP:Iteration 3Q (1464.870000 sec): 3 clusters
  Score: Raw -44923.103850 + Penalty 2885.287135 = -42037.816715
  nChanged 2
		SP:Iteration 4Q (1464.870000 sec): 3 clusters
  Score: Raw -44931.491762 + Penalty 2885.287135 = -42046.204627
  nChanged 1
		SP:Iteration 5Q (1464.870000 sec): 3 clusters
  Score: Raw -44934.841221 + Penalty 2885.287135 = -42049.554086
  nChanged 1
		SP:Iteration 6Q (1464.870000 sec): 3 clusters
  Score: Raw -44936.060323 + Penalty 2885.287135 = -42050.773187
  nChanged 1
		SP:Iteration 7Q (1464.880000 sec): 3 clusters
  Score: Raw -44937.870721 + Penalty 2885.287135 = -42052.583586
  nChanged 2
		SP:Iteration 8Q (1464.880000 sec): 3 clusters
  Score: Raw -44944.703173 + Penalty 2885.287135 = -42059.416038
  nChanged 4
		SP:Iteration 9Q (1464.880000 sec): 3 clusters
  Score: Raw -44966.731708 + Penalty 2885.287135 = -42081.444572
  nChanged 3
		SP:Iteration 10Q (1464.880000 sec): 3 clusters
  Score: Raw -44988.273505 + Penalty 2885.287135 = -42102.986370
  nChanged 1
		SP:Iteration 11Q (1464.880000 sec): 3 clusters
  Score: Raw -44993.761012 + Penalty 2885.287135 = -42108.473877
  nChanged 1
		SP:Iteration 12Q (1464.880000 sec): 3 clusters
  Score: Raw -44995.577767 + Penalty 2885.287135 = -42110.290631
  nChanged 0
		SP:Iteration 13F (1464.880000 sec): 3 clusters
  Score: Raw -44995.577767 + Penalty 2885.287135 = -42110.290631
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1464.890000 sec): 2 clusters
  Score: Raw -284778.530666 + Penalty 1890.905509 = -282887.625157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1464.900000 sec): 3 clusters
  Score: Raw -284063.829143 + Penalty 3781.811017 = -280282.018126
  nChanged 691
		SP:Iteration 1F (1464.910000 sec): 3 clusters
  Score: Raw -284626.503435 + Penalty 3781.811017 = -280844.692418
  nChanged 188
		SP:Iteration 2F (1464.920000 sec): 3 clusters
  Score: Raw -284819.722706 + Penalty 3781.811017 = -281037.911689
  nChanged 115
		SP:Iteration 3F (1464.930000 sec): 3 clusters
  Score: Raw -284979.129366 + Penalty 3781.811017 = -281197.318349
  nChanged 92
		SP:Iteration 4Q (1464.930000 sec): 3 clusters
  Score: Raw -285090.255522 + Penalty 3781.811017 = -281308.444505
  nChanged 93
		SP:Iteration 5Q (1464.940000 sec): 3 clusters
  Score: Raw -285205.125777 + Penalty 3781.811017 = -281423.314760
  nChanged 85
		SP:Iteration 6Q (1464.950000 sec): 3 clusters
  Score: Raw -285303.101224 + Penalty 3781.811017 = -281521.290207
  nChanged 88
		SP:Iteration 7Q (1464.950000 sec): 3 clusters
  Score: Raw -285414.240487 + Penalty 3781.811017 = -281632.429470
  nChanged 91
		SP:Iteration 8Q (1464.960000 sec): 3 clusters
  Score: Raw -285554.784950 + Penalty 3781.811017 = -281772.973933
  nChanged 86
		SP:Iteration 9Q (1464.970000 sec): 3 clusters
  Score: Raw -285704.617635 + Penalty 3781.811017 = -281922.806617
  nChanged 89
		SP:Iteration 10Q (1464.980000 sec): 3 clusters
  Score: Raw -285886.434620 + Penalty 3781.811017 = -282104.623603
  nChanged 67
		SP:Iteration 11Q (1464.990000 sec): 3 clusters
  Score: Raw -286075.079376 + Penalty 3781.811017 = -282293.268359
  nChanged 72
		SP:Iteration 12Q (1464.990000 sec): 3 clusters
  Score: Raw -286238.594056 + Penalty 3781.811017 = -282456.783038
  nChanged 60
		SP:Iteration 13Q (1465.000000 sec): 3 clusters
  Score: Raw -286330.770668 + Penalty 3781.811017 = -282548.959651
  nChanged 27
		SP:Iteration 14Q (1465.010000 sec): 3 clusters
  Score: Raw -286369.651885 + Penalty 3781.811017 = -282587.840868
  nChanged 25
		SP:Iteration 15Q (1465.020000 sec): 3 clusters
  Score: Raw -286400.464131 + Penalty 3781.811017 = -282618.653113
  nChanged 7
		SP:Iteration 16Q (1465.030000 sec): 3 clusters
  Score: Raw -286411.498000 + Penalty 3781.811017 = -282629.686983
  nChanged 6
		SP:Iteration 17Q (1465.030000 sec): 3 clusters
  Score: Raw -286418.029306 + Penalty 3781.811017 = -282636.218289
  nChanged 8
		SP:Iteration 18Q (1465.040000 sec): 3 clusters
  Score: Raw -286428.532019 + Penalty 3781.811017 = -282646.721001
  nChanged 5
		SP:Iteration 19Q (1465.050000 sec): 3 clusters
  Score: Raw -286435.732089 + Penalty 3781.811017 = -282653.921072
  nChanged 3
		SP:Iteration 20F (1465.050000 sec): 3 clusters
  Score: Raw -286442.239791 + Penalty 3781.811017 = -282660.428774
  nChanged 2
		SP:Iteration 21Q (1465.060000 sec): 3 clusters
  Score: Raw -286446.422391 + Penalty 3781.811017 = -282664.611374
  nChanged 2
		SP:Iteration 22Q (1465.070000 sec): 3 clusters
  Score: Raw -286448.019635 + Penalty 3781.811017 = -282666.208618
  nChanged 0
		SP:Iteration 23F (1465.080000 sec): 3 clusters
  Score: Raw -286448.019635 + Penalty 3781.811017 = -282666.208618
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (23900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1465.170000 sec): 2 clusters
  Score: Raw -3362304.595145 + Penalty 2500.245167 = -3359804.349978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1465.270000 sec): 3 clusters
  Score: Raw -3348263.465918 + Penalty 5000.490334 = -3343262.975584
  nChanged 10610
		SP:Iteration 1F (1465.370000 sec): 3 clusters
  Score: Raw -3354117.138305 + Penalty 5000.490334 = -3349116.647971
  nChanged 1272
		SP:Iteration 2F (1465.460000 sec): 3 clusters
  Score: Raw -3354587.657750 + Penalty 5000.490334 = -3349587.167416
  nChanged 1118
		SP:Iteration 3Q (1465.560000 sec): 3 clusters
  Score: Raw -3355007.728384 + Penalty 5000.490334 = -3350007.238050
  nChanged 1017
		SP:Iteration 4Q (1465.660000 sec): 3 clusters
  Score: Raw -3355385.937603 + Penalty 5000.490334 = -3350385.447269
  nChanged 1013
		SP:Iteration 5Q (1465.760000 sec): 3 clusters
  Score: Raw -3355797.363672 + Penalty 5000.490334 = -3350796.873338
  nChanged 1076
		SP:Iteration 6Q (1465.860000 sec): 3 clusters
  Score: Raw -3356311.007193 + Penalty 5000.490334 = -3351310.516859
  nChanged 1158
		SP:Iteration 7Q (1465.950000 sec): 3 clusters
  Score: Raw -3356945.694783 + Penalty 5000.490334 = -3351945.204449
  nChanged 1281
		SP:Iteration 8F (1466.050000 sec): 3 clusters
  Score: Raw -3357747.842966 + Penalty 5000.490334 = -3352747.352632
  nChanged 1326
		SP:Iteration 9F (1466.150000 sec): 3 clusters
  Score: Raw -3358673.353191 + Penalty 5000.490334 = -3353672.862857
  nChanged 1289
		SP:Iteration 10F (1466.250000 sec): 3 clusters
  Score: Raw -3359657.354391 + Penalty 5000.490334 = -3354656.864057
  nChanged 1119
		SP:Iteration 11Q (1466.340000 sec): 3 clusters
  Score: Raw -3360532.435091 + Penalty 5000.490334 = -3355531.944757
  nChanged 854
		SP:Iteration 12Q (1466.440000 sec): 3 clusters
  Score: Raw -3361223.062372 + Penalty 5000.490334 = -3356222.572038
  nChanged 675
		SP:Iteration 13Q (1466.530000 sec): 3 clusters
  Score: Raw -3361802.715951 + Penalty 5000.490334 = -3356802.225617
  nChanged 446
		SP:Iteration 14Q (1466.620000 sec): 3 clusters
  Score: Raw -3362170.678500 + Penalty 5000.490334 = -3357170.188166
  nChanged 288
		SP:Iteration 15Q (1466.700000 sec): 3 clusters
  Score: Raw -3362407.824187 + Penalty 5000.490334 = -3357407.333853
  nChanged 190
		SP:Iteration 16Q (1466.780000 sec): 3 clusters
  Score: Raw -3362562.537486 + Penalty 5000.490334 = -3357562.047152
  nChanged 128
		SP:Iteration 17Q (1466.870000 sec): 3 clusters
  Score: Raw -3362671.058293 + Penalty 5000.490334 = -3357670.567959
  nChanged 66
		SP:Iteration 18Q (1466.940000 sec): 3 clusters
  Score: Raw -3362720.760230 + Penalty 5000.490334 = -3357720.269896
  nChanged 41
		SP:Iteration 19Q (1467.020000 sec): 3 clusters
  Score: Raw -3362752.000503 + Penalty 5000.490334 = -3357751.510169
  nChanged 38
		SP:Iteration 20F (1467.120000 sec): 3 clusters
  Score: Raw -3362783.457712 + Penalty 5000.490334 = -3357782.967378
  nChanged 23
		SP:Iteration 21Q (1467.190000 sec): 3 clusters
  Score: Raw -3362803.979217 + Penalty 5000.490334 = -3357803.488883
  nChanged 22
		SP:Iteration 22Q (1467.270000 sec): 3 clusters
  Score: Raw -3362823.433298 + Penalty 5000.490334 = -3357822.942964
  nChanged 23
		SP:Iteration 23Q (1467.350000 sec): 3 clusters
  Score: Raw -3362843.897109 + Penalty 5000.490334 = -3357843.406775
  nChanged 22
		SP:Iteration 24Q (1467.430000 sec): 3 clusters
  Score: Raw -3362861.031121 + Penalty 5000.490334 = -3357860.540787
  nChanged 14
		SP:Iteration 25Q (1467.500000 sec): 3 clusters
  Score: Raw -3362874.971018 + Penalty 5000.490334 = -3357874.480684
  nChanged 16
		SP:Iteration 26Q (1467.570000 sec): 3 clusters
  Score: Raw -3362889.047770 + Penalty 5000.490334 = -3357888.557436
  nChanged 15
		SP:Iteration 27Q (1467.650000 sec): 3 clusters
  Score: Raw -3362902.346976 + Penalty 5000.490334 = -3357901.856642
  nChanged 4
		SP:Iteration 28Q (1467.720000 sec): 3 clusters
  Score: Raw -3362904.403101 + Penalty 5000.490334 = -3357903.912767
  nChanged 3
		SP:Iteration 29Q (1467.800000 sec): 3 clusters
  Score: Raw -3362906.813324 + Penalty 5000.490334 = -3357906.322990
  nChanged 3
		SP:Iteration 30Q (1467.870000 sec): 3 clusters
  Score: Raw -3362908.403344 + Penalty 5000.490334 = -3357907.913010
  nChanged 5
		SP:Iteration 31Q (1467.950000 sec): 3 clusters
  Score: Raw -3362912.956969 + Penalty 5000.490334 = -3357912.466635
  nChanged 4
		SP:Iteration 32Q (1468.020000 sec): 3 clusters
  Score: Raw -3362915.823934 + Penalty 5000.490334 = -3357915.333600
  nChanged 1
		SP:Iteration 33Q (1468.090000 sec): 3 clusters
  Score: Raw -3362916.474745 + Penalty 5000.490334 = -3357915.984411
  nChanged 2
		SP:Iteration 34Q (1468.170000 sec): 3 clusters
  Score: Raw -3362917.569697 + Penalty 5000.490334 = -3357917.079363
  nChanged 2
		SP:Iteration 35Q (1468.240000 sec): 3 clusters
  Score: Raw -3362919.606961 + Penalty 5000.490334 = -3357919.116627
  nChanged 2
		SP:Iteration 36Q (1468.310000 sec): 3 clusters
  Score: Raw -3362920.620882 + Penalty 5000.490334 = -3357920.130548
  nChanged 1
		SP:Iteration 37Q (1468.390000 sec): 3 clusters
  Score: Raw -3362921.515893 + Penalty 5000.490334 = -3357921.025559
  nChanged 0
		SP:Iteration 38F (1468.480000 sec): 3 clusters
  Score: Raw -3362921.515893 + Penalty 5000.490334 = -3357921.025559
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (39694 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1468.620000 sec): 2 clusters
  Score: Raw -6139569.057108 + Penalty 2626.060920 = -6136942.996188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1468.790000 sec): 3 clusters
  Score: Raw -6115186.490802 + Penalty 5252.121840 = -6109934.368962
  nChanged 18218
		SP:Iteration 1F (1468.950000 sec): 3 clusters
  Score: Raw -6125159.613316 + Penalty 5252.121840 = -6119907.491476
  nChanged 1796
		SP:Iteration 2Q (1469.120000 sec): 3 clusters
  Score: Raw -6125753.319293 + Penalty 5252.121840 = -6120501.197453
  nChanged 1800
		SP:Iteration 3Q (1469.290000 sec): 3 clusters
  Score: Raw -6126444.814383 + Penalty 5252.121840 = -6121192.692543
  nChanged 2005
		SP:Iteration 4F (1469.450000 sec): 3 clusters
  Score: Raw -6127405.297610 + Penalty 5252.121840 = -6122153.175770
  nChanged 2384
		SP:Iteration 5F (1469.610000 sec): 3 clusters
  Score: Raw -6128763.537882 + Penalty 5252.121840 = -6123511.416042
  nChanged 2709
		SP:Iteration 6F (1469.780000 sec): 3 clusters
  Score: Raw -6130592.221704 + Penalty 5252.121840 = -6125340.099864
  nChanged 2817
		SP:Iteration 7F (1469.940000 sec): 3 clusters
  Score: Raw -6132582.738924 + Penalty 5252.121840 = -6127330.617084
  nChanged 2602
		SP:Iteration 8F (1470.100000 sec): 3 clusters
  Score: Raw -6134520.959920 + Penalty 5252.121840 = -6129268.838081
  nChanged 2175
		SP:Iteration 9F (1470.260000 sec): 3 clusters
  Score: Raw -6136094.314312 + Penalty 5252.121840 = -6130842.192472
  nChanged 1600
		SP:Iteration 10Q (1470.430000 sec): 3 clusters
  Score: Raw -6137225.369950 + Penalty 5252.121840 = -6131973.248110
  nChanged 1160
		SP:Iteration 11Q (1470.590000 sec): 3 clusters
  Score: Raw -6138063.962950 + Penalty 5252.121840 = -6132811.841111
  nChanged 816
		SP:Iteration 12Q (1470.750000 sec): 3 clusters
  Score: Raw -6138660.464343 + Penalty 5252.121840 = -6133408.342503
  nChanged 608
		SP:Iteration 13Q (1470.900000 sec): 3 clusters
  Score: Raw -6139116.514049 + Penalty 5252.121840 = -6133864.392209
  nChanged 474
		SP:Iteration 14Q (1471.040000 sec): 3 clusters
  Score: Raw -6139500.960392 + Penalty 5252.121840 = -6134248.838553
  nChanged 361
		SP:Iteration 15Q (1471.180000 sec): 3 clusters
  Score: Raw -6139792.126058 + Penalty 5252.121840 = -6134540.004219
  nChanged 287
		SP:Iteration 16Q (1471.300000 sec): 3 clusters
  Score: Raw -6140017.636499 + Penalty 5252.121840 = -6134765.514660
  nChanged 199
		SP:Iteration 17Q (1471.440000 sec): 3 clusters
  Score: Raw -6140155.405555 + Penalty 5252.121840 = -6134903.283715
  nChanged 174
		SP:Iteration 18Q (1471.560000 sec): 3 clusters
  Score: Raw -6140231.895068 + Penalty 5252.121840 = -6134979.773228
  nChanged 123
		SP:Iteration 19Q (1471.680000 sec): 3 clusters
  Score: Raw -6140277.200884 + Penalty 5252.121840 = -6135025.079045
  nChanged 88
		SP:Iteration 20F (1471.850000 sec): 3 clusters
  Score: Raw -6140304.589085 + Penalty 5252.121840 = -6135052.467245
  nChanged 66
		SP:Iteration 21Q (1471.970000 sec): 3 clusters
  Score: Raw -6140321.398816 + Penalty 5252.121840 = -6135069.276976
  nChanged 42
		SP:Iteration 22Q (1472.100000 sec): 3 clusters
  Score: Raw -6140331.178586 + Penalty 5252.121840 = -6135079.056746
  nChanged 34
		SP:Iteration 23Q (1472.220000 sec): 3 clusters
  Score: Raw -6140339.135413 + Penalty 5252.121840 = -6135087.013573
  nChanged 28
		SP:Iteration 24Q (1472.340000 sec): 3 clusters
  Score: Raw -6140344.614020 + Penalty 5252.121840 = -6135092.492180
  nChanged 19
		SP:Iteration 25Q (1472.470000 sec): 3 clusters
  Score: Raw -6140348.274986 + Penalty 5252.121840 = -6135096.153147
  nChanged 13
		SP:Iteration 26Q (1472.590000 sec): 3 clusters
  Score: Raw -6140351.198407 + Penalty 5252.121840 = -6135099.076568
  nChanged 15
		SP:Iteration 27Q (1472.710000 sec): 3 clusters
  Score: Raw -6140353.846174 + Penalty 5252.121840 = -6135101.724334
  nChanged 11
		SP:Iteration 28Q (1472.840000 sec): 3 clusters
  Score: Raw -6140355.676912 + Penalty 5252.121840 = -6135103.555072
  nChanged 8
		SP:Iteration 29Q (1472.960000 sec): 3 clusters
  Score: Raw -6140356.749987 + Penalty 5252.121840 = -6135104.628148
  nChanged 8
		SP:Iteration 30Q (1473.080000 sec): 3 clusters
  Score: Raw -6140358.203685 + Penalty 5252.121840 = -6135106.081846
  nChanged 6
		SP:Iteration 31Q (1473.210000 sec): 3 clusters
  Score: Raw -6140359.134836 + Penalty 5252.121840 = -6135107.012997
  nChanged 4
		SP:Iteration 32Q (1473.330000 sec): 3 clusters
  Score: Raw -6140359.773042 + Penalty 5252.121840 = -6135107.651202
  nChanged 3
		SP:Iteration 33Q (1473.440000 sec): 3 clusters
  Score: Raw -6140360.271147 + Penalty 5252.121840 = -6135108.149308
  nChanged 0
		SP:Iteration 34F (1473.600000 sec): 3 clusters
  Score: Raw -6140360.271147 + Penalty 5252.121840 = -6135108.149308
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (121026 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1474.040000 sec): 2 clusters
  Score: Raw -17639833.815477 + Penalty 2902.532648 = -17636931.282829
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1474.530000 sec): 3 clusters
  Score: Raw -17561632.539464 + Penalty 5805.065296 = -17555827.474168
  nChanged 57683
		SP:Iteration 1F (1475.020000 sec): 3 clusters
  Score: Raw -17594671.061823 + Penalty 5805.065296 = -17588865.996527
  nChanged 3764
		SP:Iteration 2Q (1475.520000 sec): 3 clusters
  Score: Raw -17595547.829342 + Penalty 5805.065296 = -17589742.764046
  nChanged 3893
		SP:Iteration 3Q (1476.020000 sec): 3 clusters
  Score: Raw -17596615.190856 + Penalty 5805.065296 = -17590810.125560
  nChanged 4284
		SP:Iteration 4Q (1476.520000 sec): 3 clusters
  Score: Raw -17598039.219645 + Penalty 5805.065296 = -17592234.154349
  nChanged 4999
		SP:Iteration 5Q (1477.020000 sec): 3 clusters
  Score: Raw -17600124.057488 + Penalty 5805.065296 = -17594318.992192
  nChanged 5890
		SP:Iteration 6Q (1477.520000 sec): 3 clusters
  Score: Raw -17603189.955458 + Penalty 5805.065296 = -17597384.890162
  nChanged 6959
		SP:Iteration 7F (1478.010000 sec): 3 clusters
  Score: Raw -17607428.834077 + Penalty 5805.065296 = -17601623.768781
  nChanged 7677
		SP:Iteration 8F (1478.490000 sec): 3 clusters
  Score: Raw -17612738.180375 + Penalty 5805.065296 = -17606933.115079
  nChanged 8292
		SP:Iteration 9F (1478.990000 sec): 3 clusters
  Score: Raw -17619376.135870 + Penalty 5805.065296 = -17613571.070574
  nChanged 8092
		SP:Iteration 10F (1479.480000 sec): 3 clusters
  Score: Raw -17626374.048449 + Penalty 5805.065296 = -17620568.983153
  nChanged 6768
		SP:Iteration 11F (1479.970000 sec): 3 clusters
  Score: Raw -17631903.356880 + Penalty 5805.065296 = -17626098.291584
  nChanged 5221
		SP:Iteration 12Q (1480.450000 sec): 3 clusters
  Score: Raw -17635579.777082 + Penalty 5805.065296 = -17629774.711786
  nChanged 3856
		SP:Iteration 13Q (1480.920000 sec): 3 clusters
  Score: Raw -17638018.052035 + Penalty 5805.065296 = -17632212.986739
  nChanged 3021
		SP:Iteration 14Q (1481.380000 sec): 3 clusters
  Score: Raw -17639618.478059 + Penalty 5805.065296 = -17633813.412763
  nChanged 2294
		SP:Iteration 15Q (1481.840000 sec): 3 clusters
  Score: Raw -17640484.669535 + Penalty 5805.065296 = -17634679.604239
  nChanged 1616
		SP:Iteration 16Q (1482.290000 sec): 3 clusters
  Score: Raw -17640935.647790 + Penalty 5805.065296 = -17635130.582494
  nChanged 1160
		SP:Iteration 17Q (1482.750000 sec): 3 clusters
  Score: Raw -17641160.446933 + Penalty 5805.065296 = -17635355.381637
  nChanged 781
		SP:Iteration 18Q (1483.190000 sec): 3 clusters
  Score: Raw -17641263.103192 + Penalty 5805.065296 = -17635458.037896
  nChanged 513
		SP:Iteration 19Q (1483.650000 sec): 3 clusters
  Score: Raw -17641312.703513 + Penalty 5805.065296 = -17635507.638217
  nChanged 351
		SP:Iteration 20F (1484.180000 sec): 3 clusters
  Score: Raw -17641338.312108 + Penalty 5805.065296 = -17635533.246812
  nChanged 267
		SP:Iteration 21Q (1484.670000 sec): 3 clusters
  Score: Raw -17641354.202872 + Penalty 5805.065296 = -17635549.137576
  nChanged 199
		SP:Iteration 22Q (1485.130000 sec): 3 clusters
  Score: Raw -17641363.654155 + Penalty 5805.065296 = -17635558.588859
  nChanged 151
		SP:Iteration 23Q (1485.590000 sec): 3 clusters
  Score: Raw -17641369.022429 + Penalty 5805.065296 = -17635563.957133
  nChanged 103
		SP:Iteration 24Q (1486.040000 sec): 3 clusters
  Score: Raw -17641372.149456 + Penalty 5805.065296 = -17635567.084160
  nChanged 77
		SP:Iteration 25Q (1486.490000 sec): 3 clusters
  Score: Raw -17641374.735989 + Penalty 5805.065296 = -17635569.670693
  nChanged 72
		SP:Iteration 26Q (1486.950000 sec): 3 clusters
  Score: Raw -17641377.015465 + Penalty 5805.065296 = -17635571.950169
  nChanged 67
		SP:Iteration 27Q (1487.400000 sec): 3 clusters
  Score: Raw -17641378.633214 + Penalty 5805.065296 = -17635573.567918
  nChanged 53
		SP:Iteration 28Q (1487.850000 sec): 3 clusters
  Score: Raw -17641379.888700 + Penalty 5805.065296 = -17635574.823404
  nChanged 39
		SP:Iteration 29Q (1488.310000 sec): 3 clusters
  Score: Raw -17641380.624039 + Penalty 5805.065296 = -17635575.558743
  nChanged 29
		SP:Iteration 30Q (1488.770000 sec): 3 clusters
  Score: Raw -17641381.148293 + Penalty 5805.065296 = -17635576.082997
  nChanged 21
		SP:Iteration 31Q (1489.220000 sec): 3 clusters
  Score: Raw -17641381.443289 + Penalty 5805.065296 = -17635576.377993
  nChanged 13
		SP:Iteration 32Q (1489.680000 sec): 3 clusters
  Score: Raw -17641381.611878 + Penalty 5805.065296 = -17635576.546582
  nChanged 10
		SP:Iteration 33Q (1490.130000 sec): 3 clusters
  Score: Raw -17641381.764141 + Penalty 5805.065296 = -17635576.698845
  nChanged 8
		SP:Iteration 34Q (1490.580000 sec): 3 clusters
  Score: Raw -17641381.913252 + Penalty 5805.065296 = -17635576.847956
  nChanged 9
		SP:Iteration 35Q (1491.040000 sec): 3 clusters
  Score: Raw -17641382.031351 + Penalty 5805.065296 = -17635576.966055
  nChanged 12
		SP:Iteration 36Q (1491.490000 sec): 3 clusters
  Score: Raw -17641382.207357 + Penalty 5805.065296 = -17635577.142061
  nChanged 10
		SP:Iteration 37Q (1491.950000 sec): 3 clusters
  Score: Raw -17641382.338277 + Penalty 5805.065296 = -17635577.272981
  nChanged 11
		SP:Iteration 38Q (1492.400000 sec): 3 clusters
  Score: Raw -17641382.502823 + Penalty 5805.065296 = -17635577.437527
  nChanged 8
		SP:Iteration 39Q (1492.840000 sec): 3 clusters
  Score: Raw -17641382.629041 + Penalty 5805.065296 = -17635577.563745
  nChanged 7
		SP:Iteration 40F (1493.330000 sec): 3 clusters
  Score: Raw -17641382.722275 + Penalty 5805.065296 = -17635577.656979
  nChanged 9
		SP:Iteration 41Q (1493.780000 sec): 3 clusters
  Score: Raw -17641382.846043 + Penalty 5805.065296 = -17635577.780747
  nChanged 7
		SP:Iteration 42Q (1494.230000 sec): 3 clusters
  Score: Raw -17641382.977441 + Penalty 5805.065296 = -17635577.912145
  nChanged 11
		SP:Iteration 43Q (1494.650000 sec): 3 clusters
  Score: Raw -17641383.111510 + Penalty 5805.065296 = -17635578.046214
  nChanged 4
		SP:Iteration 44Q (1495.070000 sec): 3 clusters
  Score: Raw -17641383.158045 + Penalty 5805.065296 = -17635578.092749
  nChanged 3
		SP:Iteration 45Q (1495.490000 sec): 3 clusters
  Score: Raw -17641383.202377 + Penalty 5805.065296 = -17635578.137080
  nChanged 4
		SP:Iteration 46Q (1495.920000 sec): 3 clusters
  Score: Raw -17641383.233064 + Penalty 5805.065296 = -17635578.167768
  nChanged 1
		SP:Iteration 47Q (1496.340000 sec): 3 clusters
  Score: Raw -17641383.238970 + Penalty 5805.065296 = -17635578.173674
  nChanged 1
		SP:Iteration 48Q (1496.760000 sec): 3 clusters
  Score: Raw -17641383.243428 + Penalty 5805.065296 = -17635578.178132
  nChanged 0
		SP:Iteration 49F (1497.210000 sec): 3 clusters
  Score: Raw -17641383.243428 + Penalty 5805.065296 = -17635578.178132
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1497.300000 sec): 2 clusters
  Score: Raw -1791404.319174 + Penalty 2324.095586 = -1789080.223588
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1497.340000 sec): 3 clusters
  Score: Raw -1784942.192884 + Penalty 4648.191171 = -1780294.001712
  nChanged 4979
		SP:Iteration 1F (1497.380000 sec): 3 clusters
  Score: Raw -1787627.299756 + Penalty 4648.191171 = -1782979.108585
  nChanged 686
		SP:Iteration 2F (1497.420000 sec): 3 clusters
  Score: Raw -1787927.007192 + Penalty 4648.191171 = -1783278.816021
  nChanged 579
		SP:Iteration 3Q (1497.470000 sec): 3 clusters
  Score: Raw -1788169.500421 + Penalty 4648.191171 = -1783521.309250
  nChanged 509
		SP:Iteration 4Q (1497.510000 sec): 3 clusters
  Score: Raw -1788384.173887 + Penalty 4648.191171 = -1783735.982716
  nChanged 454
		SP:Iteration 5Q (1497.560000 sec): 3 clusters
  Score: Raw -1788579.110759 + Penalty 4648.191171 = -1783930.919588
  nChanged 463
		SP:Iteration 6Q (1497.600000 sec): 3 clusters
  Score: Raw -1788803.345267 + Penalty 4648.191171 = -1784155.154096
  nChanged 484
		SP:Iteration 7Q (1497.640000 sec): 3 clusters
  Score: Raw -1789060.023621 + Penalty 4648.191171 = -1784411.832450
  nChanged 519
		SP:Iteration 8Q (1497.680000 sec): 3 clusters
  Score: Raw -1789359.765319 + Penalty 4648.191171 = -1784711.574148
  nChanged 550
		SP:Iteration 9Q (1497.730000 sec): 3 clusters
  Score: Raw -1789702.698687 + Penalty 4648.191171 = -1785054.507516
  nChanged 537
		SP:Iteration 10Q (1497.770000 sec): 3 clusters
  Score: Raw -1790069.811563 + Penalty 4648.191171 = -1785421.620392
  nChanged 536
		SP:Iteration 11Q (1497.810000 sec): 3 clusters
  Score: Raw -1790467.927766 + Penalty 4648.191171 = -1785819.736595
  nChanged 453
		SP:Iteration 12Q (1497.860000 sec): 3 clusters
  Score: Raw -1790813.466585 + Penalty 4648.191171 = -1786165.275414
  nChanged 361
		SP:Iteration 13Q (1497.900000 sec): 3 clusters
  Score: Raw -1791107.288928 + Penalty 4648.191171 = -1786459.097757
  nChanged 263
		SP:Iteration 14Q (1497.940000 sec): 3 clusters
  Score: Raw -1791316.062084 + Penalty 4648.191171 = -1786667.870913
  nChanged 200
		SP:Iteration 15Q (1497.980000 sec): 3 clusters
  Score: Raw -1791464.762664 + Penalty 4648.191171 = -1786816.571493
  nChanged 154
		SP:Iteration 16Q (1498.020000 sec): 3 clusters
  Score: Raw -1791576.644201 + Penalty 4648.191171 = -1786928.453030
  nChanged 111
		SP:Iteration 17Q (1498.060000 sec): 3 clusters
  Score: Raw -1791653.658548 + Penalty 4648.191171 = -1787005.467377
  nChanged 81
		SP:Iteration 18Q (1498.090000 sec): 3 clusters
  Score: Raw -1791709.485379 + Penalty 4648.191171 = -1787061.294208
  nChanged 50
		SP:Iteration 19Q (1498.130000 sec): 3 clusters
  Score: Raw -1791744.376991 + Penalty 4648.191171 = -1787096.185820
  nChanged 27
		SP:Iteration 20F (1498.170000 sec): 3 clusters
  Score: Raw -1791767.783475 + Penalty 4648.191171 = -1787119.592304
  nChanged 36
		SP:Iteration 21Q (1498.200000 sec): 3 clusters
  Score: Raw -1791791.039082 + Penalty 4648.191171 = -1787142.847911
  nChanged 26
		SP:Iteration 22Q (1498.240000 sec): 3 clusters
  Score: Raw -1791811.699230 + Penalty 4648.191171 = -1787163.508058
  nChanged 16
		SP:Iteration 23Q (1498.280000 sec): 3 clusters
  Score: Raw -1791826.121781 + Penalty 4648.191171 = -1787177.930609
  nChanged 13
		SP:Iteration 24Q (1498.320000 sec): 3 clusters
  Score: Raw -1791837.778297 + Penalty 4648.191171 = -1787189.587125
  nChanged 10
		SP:Iteration 25Q (1498.360000 sec): 3 clusters
  Score: Raw -1791845.814711 + Penalty 4648.191171 = -1787197.623539
  nChanged 9
		SP:Iteration 26Q (1498.400000 sec): 3 clusters
  Score: Raw -1791851.376920 + Penalty 4648.191171 = -1787203.185749
  nChanged 4
		SP:Iteration 27Q (1498.440000 sec): 3 clusters
  Score: Raw -1791855.246232 + Penalty 4648.191171 = -1787207.055061
  nChanged 7
		SP:Iteration 28Q (1498.480000 sec): 3 clusters
  Score: Raw -1791861.577024 + Penalty 4648.191171 = -1787213.385853
  nChanged 6
		SP:Iteration 29Q (1498.520000 sec): 3 clusters
  Score: Raw -1791866.597075 + Penalty 4648.191171 = -1787218.405903
  nChanged 3
		SP:Iteration 30Q (1498.560000 sec): 3 clusters
  Score: Raw -1791869.182049 + Penalty 4648.191171 = -1787220.990878
  nChanged 4
		SP:Iteration 31Q (1498.600000 sec): 3 clusters
  Score: Raw -1791872.170065 + Penalty 4648.191171 = -1787223.978894
  nChanged 3
		SP:Iteration 32Q (1498.640000 sec): 3 clusters
  Score: Raw -1791873.907808 + Penalty 4648.191171 = -1787225.716637
  nChanged 1
		SP:Iteration 33Q (1498.680000 sec): 3 clusters
  Score: Raw -1791874.353791 + Penalty 4648.191171 = -1787226.162620
  nChanged 2
		SP:Iteration 34Q (1498.720000 sec): 3 clusters
  Score: Raw -1791875.126154 + Penalty 4648.191171 = -1787226.934982
  nChanged 0
		SP:Iteration 35F (1498.760000 sec): 3 clusters
  Score: Raw -1791875.126154 + Penalty 4648.191171 = -1787226.934982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (5231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1498.790000 sec): 2 clusters
  Score: Raw -744859.213134 + Penalty 2123.464720 = -742735.748414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1498.810000 sec): 3 clusters
  Score: Raw -742345.734336 + Penalty 4246.929441 = -738098.804895
  nChanged 1988
		SP:Iteration 1F (1498.830000 sec): 3 clusters
  Score: Raw -743591.787968 + Penalty 4246.929441 = -739344.858527
  nChanged 431
		SP:Iteration 2F (1498.850000 sec): 3 clusters
  Score: Raw -743882.330513 + Penalty 4246.929441 = -739635.401072
  nChanged 314
		SP:Iteration 3F (1498.870000 sec): 3 clusters
  Score: Raw -744097.592662 + Penalty 4246.929441 = -739850.663221
  nChanged 265
		SP:Iteration 4F (1498.890000 sec): 3 clusters
  Score: Raw -744258.261968 + Penalty 4246.929441 = -740011.332527
  nChanged 224
		SP:Iteration 5Q (1498.920000 sec): 3 clusters
  Score: Raw -744417.277359 + Penalty 4246.929441 = -740170.347918
  nChanged 220
		SP:Iteration 6Q (1498.940000 sec): 3 clusters
  Score: Raw -744569.893275 + Penalty 4246.929441 = -740322.963835
  nChanged 193
		SP:Iteration 7Q (1498.960000 sec): 3 clusters
  Score: Raw -744691.464631 + Penalty 4246.929441 = -740444.535190
  nChanged 159
		SP:Iteration 8Q (1498.980000 sec): 3 clusters
  Score: Raw -744796.595280 + Penalty 4246.929441 = -740549.665839
  nChanged 141
		SP:Iteration 9Q (1499.000000 sec): 3 clusters
  Score: Raw -744882.743369 + Penalty 4246.929441 = -740635.813929
  nChanged 113
		SP:Iteration 10Q (1499.020000 sec): 3 clusters
  Score: Raw -744949.266674 + Penalty 4246.929441 = -740702.337233
  nChanged 100
		SP:Iteration 11Q (1499.040000 sec): 3 clusters
  Score: Raw -745011.410234 + Penalty 4246.929441 = -740764.480793
  nChanged 96
		SP:Iteration 12Q (1499.060000 sec): 3 clusters
  Score: Raw -745072.511650 + Penalty 4246.929441 = -740825.582209
  nChanged 89
		SP:Iteration 13Q (1499.080000 sec): 3 clusters
  Score: Raw -745132.058179 + Penalty 4246.929441 = -740885.128738
  nChanged 82
		SP:Iteration 14Q (1499.100000 sec): 3 clusters
  Score: Raw -745187.877105 + Penalty 4246.929441 = -740940.947664
  nChanged 80
		SP:Iteration 15Q (1499.120000 sec): 3 clusters
  Score: Raw -745245.170663 + Penalty 4246.929441 = -740998.241222
  nChanged 72
		SP:Iteration 16Q (1499.140000 sec): 3 clusters
  Score: Raw -745291.347030 + Penalty 4246.929441 = -741044.417590
  nChanged 44
		SP:Iteration 17Q (1499.160000 sec): 3 clusters
  Score: Raw -745315.831273 + Penalty 4246.929441 = -741068.901832
  nChanged 36
		SP:Iteration 18Q (1499.180000 sec): 3 clusters
  Score: Raw -745332.166116 + Penalty 4246.929441 = -741085.236675
  nChanged 28
		SP:Iteration 19Q (1499.200000 sec): 3 clusters
  Score: Raw -745346.969417 + Penalty 4246.929441 = -741100.039976
  nChanged 25
		SP:Iteration 20F (1499.220000 sec): 3 clusters
  Score: Raw -745361.340564 + Penalty 4246.929441 = -741114.411123
  nChanged 21
		SP:Iteration 21Q (1499.240000 sec): 3 clusters
  Score: Raw -745374.715097 + Penalty 4246.929441 = -741127.785656
  nChanged 22
		SP:Iteration 22Q (1499.260000 sec): 3 clusters
  Score: Raw -745387.443461 + Penalty 4246.929441 = -741140.514020
  nChanged 22
		SP:Iteration 23Q (1499.280000 sec): 3 clusters
  Score: Raw -745397.881298 + Penalty 4246.929441 = -741150.951858
  nChanged 15
		SP:Iteration 24Q (1499.300000 sec): 3 clusters
  Score: Raw -745405.958756 + Penalty 4246.929441 = -741159.029315
  nChanged 16
		SP:Iteration 25Q (1499.320000 sec): 3 clusters
  Score: Raw -745414.422149 + Penalty 4246.929441 = -741167.492708
  nChanged 17
		SP:Iteration 26Q (1499.340000 sec): 3 clusters
  Score: Raw -745421.106661 + Penalty 4246.929441 = -741174.177220
  nChanged 8
		SP:Iteration 27Q (1499.360000 sec): 3 clusters
  Score: Raw -745424.857780 + Penalty 4246.929441 = -741177.928340
  nChanged 7
		SP:Iteration 28Q (1499.380000 sec): 3 clusters
  Score: Raw -745428.302178 + Penalty 4246.929441 = -741181.372737
  nChanged 6
		SP:Iteration 29Q (1499.390000 sec): 3 clusters
  Score: Raw -745431.406544 + Penalty 4246.929441 = -741184.477103
  nChanged 6
		SP:Iteration 30Q (1499.410000 sec): 3 clusters
  Score: Raw -745434.196276 + Penalty 4246.929441 = -741187.266836
  nChanged 10
		SP:Iteration 31Q (1499.430000 sec): 3 clusters
  Score: Raw -745440.900583 + Penalty 4246.929441 = -741193.971143
  nChanged 8
		SP:Iteration 32Q (1499.450000 sec): 3 clusters
  Score: Raw -745444.771063 + Penalty 4246.929441 = -741197.841622
  nChanged 6
		SP:Iteration 33Q (1499.470000 sec): 3 clusters
  Score: Raw -745447.236129 + Penalty 4246.929441 = -741200.306688
  nChanged 4
		SP:Iteration 34Q (1499.490000 sec): 3 clusters
  Score: Raw -745449.348340 + Penalty 4246.929441 = -741202.418899
  nChanged 5
		SP:Iteration 35Q (1499.500000 sec): 3 clusters
  Score: Raw -745452.087731 + Penalty 4246.929441 = -741205.158290
  nChanged 5
		SP:Iteration 36Q (1499.520000 sec): 3 clusters
  Score: Raw -745454.784081 + Penalty 4246.929441 = -741207.854640
  nChanged 2
		SP:Iteration 37Q (1499.540000 sec): 3 clusters
  Score: Raw -745456.540867 + Penalty 4246.929441 = -741209.611426
  nChanged 1
		SP:Iteration 38Q (1499.560000 sec): 3 clusters
  Score: Raw -745457.350016 + Penalty 4246.929441 = -741210.420575
  nChanged 3
		SP:Iteration 39Q (1499.580000 sec): 3 clusters
  Score: Raw -745458.598652 + Penalty 4246.929441 = -741211.669211
  nChanged 0
		SP:Iteration 40F (1499.600000 sec): 3 clusters
  Score: Raw -745458.598652 + Penalty 4246.929441 = -741211.669211
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1499.600000 sec): 2 clusters
  Score: Raw -28187.196059 + Penalty 1371.298414 = -26815.897645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1499.600000 sec): 3 clusters
  Score: Raw -28498.329613 + Penalty 2742.596827 = -25755.732785
  nChanged 43
		SP:Iteration 1F (1499.610000 sec): 3 clusters
  Score: Raw -28802.858279 + Penalty 2742.596827 = -26060.261451
  nChanged 24
		SP:Iteration 2F (1499.610000 sec): 3 clusters
  Score: Raw -29034.327009 + Penalty 2742.596827 = -26291.730182
  nChanged 15
		SP:Iteration 3F (1499.610000 sec): 3 clusters
  Score: Raw -29135.634076 + Penalty 2742.596827 = -26393.037248
  nChanged 9
		SP:Iteration 4Q (1499.610000 sec): 3 clusters
  Score: Raw -29360.662608 + Penalty 2742.596827 = -26618.065780
  nChanged 6
		SP:Iteration 5Q (1499.610000 sec): 3 clusters
  Score: Raw -29461.585464 + Penalty 2742.596827 = -26718.988637
  nChanged 7
		SP:Iteration 6Q (1499.610000 sec): 3 clusters
  Score: Raw -29542.929278 + Penalty 2742.596827 = -26800.332451
  nChanged 3
		SP:Iteration 7Q (1499.610000 sec): 3 clusters
  Score: Raw -29570.020356 + Penalty 2742.596827 = -26827.423528
  nChanged 2
		SP:Iteration 8Q (1499.610000 sec): 3 clusters
  Score: Raw -29582.101960 + Penalty 2742.596827 = -26839.505133
  nChanged 1
		SP:Iteration 9Q (1499.610000 sec): 3 clusters
  Score: Raw -29586.759993 + Penalty 2742.596827 = -26844.163165
  nChanged 1
		SP:Iteration 10Q (1499.620000 sec): 3 clusters
  Score: Raw -29593.140613 + Penalty 2742.596827 = -26850.543785
  nChanged 0
		SP:Iteration 11F (1499.620000 sec): 3 clusters
  Score: Raw -29593.284712 + Penalty 2742.596827 = -26850.687885
  nChanged 1
		SP:Iteration 12Q (1499.620000 sec): 3 clusters
  Score: Raw -29611.467650 + Penalty 2742.596827 = -26868.870823
  nChanged 0
		SP:Iteration 13F (1499.620000 sec): 3 clusters
  Score: Raw -29611.467650 + Penalty 2742.596827 = -26868.870823
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 33.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (31290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1499.740000 sec): 2 clusters
  Score: Raw -4567338.807658 + Penalty 2567.061351 = -4564771.746307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1499.870000 sec): 3 clusters
  Score: Raw -4548657.662049 + Penalty 5134.122703 = -4543523.539346
  nChanged 14036
		SP:Iteration 1F (1500.000000 sec): 3 clusters
  Score: Raw -4556401.115939 + Penalty 5134.122703 = -4551266.993236
  nChanged 1513
		SP:Iteration 2Q (1500.130000 sec): 3 clusters
  Score: Raw -4556979.507727 + Penalty 5134.122703 = -4551845.385024
  nChanged 1565
		SP:Iteration 3F (1500.260000 sec): 3 clusters
  Score: Raw -4557767.163005 + Penalty 5134.122703 = -4552633.040302
  nChanged 1731
		SP:Iteration 4F (1500.380000 sec): 3 clusters
  Score: Raw -4558822.227851 + Penalty 5134.122703 = -4553688.105148
  nChanged 1970
		SP:Iteration 5F (1500.510000 sec): 3 clusters
  Score: Raw -4560154.141554 + Penalty 5134.122703 = -4555020.018851
  nChanged 2096
		SP:Iteration 6F (1500.640000 sec): 3 clusters
  Score: Raw -4561558.152117 + Penalty 5134.122703 = -4556424.029414
  nChanged 2070
		SP:Iteration 7F (1500.760000 sec): 3 clusters
  Score: Raw -4562929.855934 + Penalty 5134.122703 = -4557795.733231
  nChanged 1804
		SP:Iteration 8F (1500.890000 sec): 3 clusters
  Score: Raw -4564025.077353 + Penalty 5134.122703 = -4558890.954650
  nChanged 1361
		SP:Iteration 9Q (1501.020000 sec): 3 clusters
  Score: Raw -4564724.291283 + Penalty 5134.122703 = -4559590.168580
  nChanged 959
		SP:Iteration 10Q (1501.150000 sec): 3 clusters
  Score: Raw -4565116.503981 + Penalty 5134.122703 = -4559982.381278
  nChanged 649
		SP:Iteration 11Q (1501.280000 sec): 3 clusters
  Score: Raw -4565332.653532 + Penalty 5134.122703 = -4560198.530829
  nChanged 493
		SP:Iteration 12Q (1501.410000 sec): 3 clusters
  Score: Raw -4565490.087340 + Penalty 5134.122703 = -4560355.964637
  nChanged 433
		SP:Iteration 13Q (1501.540000 sec): 3 clusters
  Score: Raw -4565631.090146 + Penalty 5134.122703 = -4560496.967443
  nChanged 407
		SP:Iteration 14Q (1501.670000 sec): 3 clusters
  Score: Raw -4565761.481666 + Penalty 5134.122703 = -4560627.358963
  nChanged 380
		SP:Iteration 15Q (1501.800000 sec): 3 clusters
  Score: Raw -4565883.879931 + Penalty 5134.122703 = -4560749.757228
  nChanged 385
		SP:Iteration 16Q (1501.920000 sec): 3 clusters
  Score: Raw -4566024.748038 + Penalty 5134.122703 = -4560890.625335
  nChanged 373
		SP:Iteration 17Q (1502.050000 sec): 3 clusters
  Score: Raw -4566191.554037 + Penalty 5134.122703 = -4561057.431334
  nChanged 390
		SP:Iteration 18Q (1502.180000 sec): 3 clusters
  Score: Raw -4566489.067690 + Penalty 5134.122703 = -4561354.944987
  nChanged 411
		SP:Iteration 19Q (1502.300000 sec): 3 clusters
  Score: Raw -4566984.753804 + Penalty 5134.122703 = -4561850.631101
  nChanged 355
		SP:Iteration 20F (1502.430000 sec): 3 clusters
  Score: Raw -4567494.973479 + Penalty 5134.122703 = -4562360.850776
  nChanged 309
		SP:Iteration 21Q (1502.550000 sec): 3 clusters
  Score: Raw -4567854.336573 + Penalty 5134.122703 = -4562720.213870
  nChanged 274
		SP:Iteration 22Q (1502.660000 sec): 3 clusters
  Score: Raw -4568038.061789 + Penalty 5134.122703 = -4562903.939086
  nChanged 231
		SP:Iteration 23Q (1502.760000 sec): 3 clusters
  Score: Raw -4568154.323150 + Penalty 5134.122703 = -4563020.200447
  nChanged 174
		SP:Iteration 24Q (1502.870000 sec): 3 clusters
  Score: Raw -4568214.581324 + Penalty 5134.122703 = -4563080.458621
  nChanged 138
		SP:Iteration 25Q (1502.970000 sec): 3 clusters
  Score: Raw -4568254.138907 + Penalty 5134.122703 = -4563120.016204
  nChanged 124
		SP:Iteration 26Q (1503.070000 sec): 3 clusters
  Score: Raw -4568290.500967 + Penalty 5134.122703 = -4563156.378264
  nChanged 99
		SP:Iteration 27Q (1503.180000 sec): 3 clusters
  Score: Raw -4568316.922295 + Penalty 5134.122703 = -4563182.799592
  nChanged 81
		SP:Iteration 28Q (1503.280000 sec): 3 clusters
  Score: Raw -4568339.690555 + Penalty 5134.122703 = -4563205.567852
  nChanged 66
		SP:Iteration 29Q (1503.380000 sec): 3 clusters
  Score: Raw -4568354.390937 + Penalty 5134.122703 = -4563220.268234
  nChanged 59
		SP:Iteration 30Q (1503.480000 sec): 3 clusters
  Score: Raw -4568367.244669 + Penalty 5134.122703 = -4563233.121966
  nChanged 50
		SP:Iteration 31Q (1503.580000 sec): 3 clusters
  Score: Raw -4568376.733998 + Penalty 5134.122703 = -4563242.611295
  nChanged 44
		SP:Iteration 32Q (1503.680000 sec): 3 clusters
  Score: Raw -4568386.098761 + Penalty 5134.122703 = -4563251.976058
  nChanged 46
		SP:Iteration 33Q (1503.790000 sec): 3 clusters
  Score: Raw -4568396.311898 + Penalty 5134.122703 = -4563262.189195
  nChanged 36
		SP:Iteration 34Q (1503.890000 sec): 3 clusters
  Score: Raw -4568405.921465 + Penalty 5134.122703 = -4563271.798762
  nChanged 35
		SP:Iteration 35Q (1503.990000 sec): 3 clusters
  Score: Raw -4568413.154289 + Penalty 5134.122703 = -4563279.031586
  nChanged 22
		SP:Iteration 36Q (1504.080000 sec): 3 clusters
  Score: Raw -4568416.717683 + Penalty 5134.122703 = -4563282.594980
  nChanged 23
		SP:Iteration 37Q (1504.180000 sec): 3 clusters
  Score: Raw -4568420.544947 + Penalty 5134.122703 = -4563286.422244
  nChanged 19
		SP:Iteration 38Q (1504.280000 sec): 3 clusters
  Score: Raw -4568424.248386 + Penalty 5134.122703 = -4563290.125683
  nChanged 23
		SP:Iteration 39Q (1504.380000 sec): 3 clusters
  Score: Raw -4568428.355294 + Penalty 5134.122703 = -4563294.232591
  nChanged 19
		SP:Iteration 40F (1504.500000 sec): 3 clusters
  Score: Raw -4568431.025702 + Penalty 5134.122703 = -4563296.902999
  nChanged 15
		SP:Iteration 41Q (1504.600000 sec): 3 clusters
  Score: Raw -4568433.470830 + Penalty 5134.122703 = -4563299.348127
  nChanged 10
		SP:Iteration 42Q (1504.700000 sec): 3 clusters
  Score: Raw -4568434.749004 + Penalty 5134.122703 = -4563300.626301
  nChanged 6
		SP:Iteration 43Q (1504.800000 sec): 3 clusters
  Score: Raw -4568435.573426 + Penalty 5134.122703 = -4563301.450723
  nChanged 5
		SP:Iteration 44Q (1504.900000 sec): 3 clusters
  Score: Raw -4568436.469729 + Penalty 5134.122703 = -4563302.347026
  nChanged 8
		SP:Iteration 45Q (1505.000000 sec): 3 clusters
  Score: Raw -4568438.183457 + Penalty 5134.122703 = -4563304.060754
  nChanged 7
		SP:Iteration 46Q (1505.100000 sec): 3 clusters
  Score: Raw -4568439.575979 + Penalty 5134.122703 = -4563305.453276
  nChanged 9
		SP:Iteration 47Q (1505.200000 sec): 3 clusters
  Score: Raw -4568441.043884 + Penalty 5134.122703 = -4563306.921181
  nChanged 11
		SP:Iteration 48Q (1505.300000 sec): 3 clusters
  Score: Raw -4568442.553665 + Penalty 5134.122703 = -4563308.430962
  nChanged 5
		SP:Iteration 49Q (1505.410000 sec): 3 clusters
  Score: Raw -4568443.097508 + Penalty 5134.122703 = -4563308.974805
  nChanged 2
		SP:Iteration 50Q (1505.510000 sec): 3 clusters
  Score: Raw -4568443.265587 + Penalty 5134.122703 = -4563309.142884
  nChanged 0
		SP:Iteration 51F (1505.640000 sec): 3 clusters
  Score: Raw -4568443.265587 + Penalty 5134.122703 = -4563309.142884
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.650000 sec): 2 clusters
  Score: Raw -52879.326026 + Penalty 1478.967677 = -51400.358349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.660000 sec): 3 clusters
  Score: Raw -53107.559135 + Penalty 2957.935354 = -50149.623781
  nChanged 70
		SP:Iteration 1F (1505.660000 sec): 3 clusters
  Score: Raw -53314.957610 + Penalty 2957.935354 = -50357.022255
  nChanged 27
		SP:Iteration 2F (1505.660000 sec): 3 clusters
  Score: Raw -53427.461603 + Penalty 2957.935354 = -50469.526249
  nChanged 14
		SP:Iteration 3Q (1505.660000 sec): 3 clusters
  Score: Raw -53499.386606 + Penalty 2957.935354 = -50541.451251
  nChanged 9
		SP:Iteration 4Q (1505.660000 sec): 3 clusters
  Score: Raw -53543.574960 + Penalty 2957.935354 = -50585.639606
  nChanged 7
		SP:Iteration 5Q (1505.660000 sec): 3 clusters
  Score: Raw -53566.152281 + Penalty 2957.935354 = -50608.216927
  nChanged 3
		SP:Iteration 6Q (1505.660000 sec): 3 clusters
  Score: Raw -53571.084325 + Penalty 2957.935354 = -50613.148970
  nChanged 3
		SP:Iteration 7Q (1505.670000 sec): 3 clusters
  Score: Raw -53579.723107 + Penalty 2957.935354 = -50621.787753
  nChanged 1
		SP:Iteration 8Q (1505.670000 sec): 3 clusters
  Score: Raw -53583.962409 + Penalty 2957.935354 = -50626.027054
  nChanged 2
		SP:Iteration 9Q (1505.670000 sec): 3 clusters
  Score: Raw -53596.004512 + Penalty 2957.935354 = -50638.069158
  nChanged 2
		SP:Iteration 10Q (1505.670000 sec): 3 clusters
  Score: Raw -53599.704008 + Penalty 2957.935354 = -50641.768653
  nChanged 0
		SP:Iteration 11F (1505.670000 sec): 3 clusters
  Score: Raw -53599.704008 + Penalty 2957.935354 = -50641.768653
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 23 (597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.680000 sec): 2 clusters
  Score: Raw -76864.745267 + Penalty 1585.195444 = -75279.549823
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.680000 sec): 3 clusters
  Score: Raw -76870.675729 + Penalty 3170.390888 = -73700.284841
  nChanged 132
		SP:Iteration 1F (1505.680000 sec): 3 clusters
  Score: Raw -77169.395089 + Penalty 3170.390888 = -73999.004201
  nChanged 32
		SP:Iteration 2F (1505.680000 sec): 3 clusters
  Score: Raw -77285.654149 + Penalty 3170.390888 = -74115.263261
  nChanged 18
		SP:Iteration 3Q (1505.690000 sec): 3 clusters
  Score: Raw -77406.885014 + Penalty 3170.390888 = -74236.494126
  nChanged 19
		SP:Iteration 4Q (1505.690000 sec): 3 clusters
  Score: Raw -77457.905943 + Penalty 3170.390888 = -74287.515055
  nChanged 15
		SP:Iteration 5Q (1505.690000 sec): 3 clusters
  Score: Raw -77494.904994 + Penalty 3170.390888 = -74324.514106
  nChanged 10
		SP:Iteration 6Q (1505.690000 sec): 3 clusters
  Score: Raw -77532.721753 + Penalty 3170.390888 = -74362.330865
  nChanged 10
		SP:Iteration 7Q (1505.700000 sec): 3 clusters
  Score: Raw -77589.985971 + Penalty 3170.390888 = -74419.595083
  nChanged 8
		SP:Iteration 8Q (1505.700000 sec): 3 clusters
  Score: Raw -77641.761503 + Penalty 3170.390888 = -74471.370615
  nChanged 9
		SP:Iteration 9Q (1505.700000 sec): 3 clusters
  Score: Raw -77667.056582 + Penalty 3170.390888 = -74496.665693
  nChanged 6
		SP:Iteration 10Q (1505.700000 sec): 3 clusters
  Score: Raw -77711.116417 + Penalty 3170.390888 = -74540.725529
  nChanged 2
		SP:Iteration 11Q (1505.700000 sec): 3 clusters
  Score: Raw -77739.627961 + Penalty 3170.390888 = -74569.237073
  nChanged 3
		SP:Iteration 12Q (1505.710000 sec): 3 clusters
  Score: Raw -77744.232903 + Penalty 3170.390888 = -74573.842015
  nChanged 3
		SP:Iteration 13Q (1505.710000 sec): 3 clusters
  Score: Raw -77748.661213 + Penalty 3170.390888 = -74578.270325
  nChanged 0
		SP:Iteration 14F (1505.710000 sec): 3 clusters
  Score: Raw -77748.661213 + Penalty 3170.390888 = -74578.270325
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1776 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.720000 sec): 2 clusters
  Score: Raw -255120.713604 + Penalty 1855.565493 = -253265.148111
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.730000 sec): 3 clusters
  Score: Raw -254493.197884 + Penalty 3711.130986 = -250782.066898
  nChanged 546
		SP:Iteration 1F (1505.740000 sec): 3 clusters
  Score: Raw -254900.813710 + Penalty 3711.130986 = -251189.682724
  nChanged 127
		SP:Iteration 2F (1505.740000 sec): 3 clusters
  Score: Raw -255014.480262 + Penalty 3711.130986 = -251303.349276
  nChanged 72
		SP:Iteration 3Q (1505.750000 sec): 3 clusters
  Score: Raw -255082.634658 + Penalty 3711.130986 = -251371.503672
  nChanged 52
		SP:Iteration 4Q (1505.760000 sec): 3 clusters
  Score: Raw -255142.203270 + Penalty 3711.130986 = -251431.072284
  nChanged 47
		SP:Iteration 5Q (1505.760000 sec): 3 clusters
  Score: Raw -255192.289717 + Penalty 3711.130986 = -251481.158731
  nChanged 49
		SP:Iteration 6Q (1505.770000 sec): 3 clusters
  Score: Raw -255245.902878 + Penalty 3711.130986 = -251534.771892
  nChanged 56
		SP:Iteration 7Q (1505.780000 sec): 3 clusters
  Score: Raw -255312.911491 + Penalty 3711.130986 = -251601.780505
  nChanged 52
		SP:Iteration 8Q (1505.780000 sec): 3 clusters
  Score: Raw -255371.265475 + Penalty 3711.130986 = -251660.134489
  nChanged 42
		SP:Iteration 9Q (1505.790000 sec): 3 clusters
  Score: Raw -255418.569787 + Penalty 3711.130986 = -251707.438800
  nChanged 44
		SP:Iteration 10Q (1505.800000 sec): 3 clusters
  Score: Raw -255457.816349 + Penalty 3711.130986 = -251746.685363
  nChanged 45
		SP:Iteration 11Q (1505.800000 sec): 3 clusters
  Score: Raw -255504.661164 + Penalty 3711.130986 = -251793.530178
  nChanged 34
		SP:Iteration 12Q (1505.810000 sec): 3 clusters
  Score: Raw -255541.973676 + Penalty 3711.130986 = -251830.842689
  nChanged 25
		SP:Iteration 13Q (1505.820000 sec): 3 clusters
  Score: Raw -255564.549750 + Penalty 3711.130986 = -251853.418763
  nChanged 20
		SP:Iteration 14Q (1505.820000 sec): 3 clusters
  Score: Raw -255588.112825 + Penalty 3711.130986 = -251876.981838
  nChanged 23
		SP:Iteration 15Q (1505.830000 sec): 3 clusters
  Score: Raw -255612.032067 + Penalty 3711.130986 = -251900.901081
  nChanged 34
		SP:Iteration 16Q (1505.840000 sec): 3 clusters
  Score: Raw -255654.115186 + Penalty 3711.130986 = -251942.984200
  nChanged 25
		SP:Iteration 17Q (1505.850000 sec): 3 clusters
  Score: Raw -255686.946759 + Penalty 3711.130986 = -251975.815773
  nChanged 21
		SP:Iteration 18Q (1505.860000 sec): 3 clusters
  Score: Raw -255701.668627 + Penalty 3711.130986 = -251990.537641
  nChanged 8
		SP:Iteration 19Q (1505.860000 sec): 3 clusters
  Score: Raw -255709.961522 + Penalty 3711.130986 = -251998.830536
  nChanged 9
		SP:Iteration 20F (1505.870000 sec): 3 clusters
  Score: Raw -255717.744558 + Penalty 3711.130986 = -252006.613572
  nChanged 7
		SP:Iteration 21Q (1505.880000 sec): 3 clusters
  Score: Raw -255723.186102 + Penalty 3711.130986 = -252012.055116
  nChanged 2
		SP:Iteration 22Q (1505.880000 sec): 3 clusters
  Score: Raw -255726.447307 + Penalty 3711.130986 = -252015.316321
  nChanged 2
		SP:Iteration 23Q (1505.890000 sec): 3 clusters
  Score: Raw -255727.275967 + Penalty 3711.130986 = -252016.144981
  nChanged 1
		SP:Iteration 24Q (1505.900000 sec): 3 clusters
  Score: Raw -255728.098380 + Penalty 3711.130986 = -252016.967394
  nChanged 0
		SP:Iteration 25F (1505.900000 sec): 3 clusters
  Score: Raw -255728.098380 + Penalty 3711.130986 = -252016.967394
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.910000 sec): 2 clusters
  Score: Raw -14653.617785 + Penalty 1235.934442 = -13417.683343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.910000 sec): 3 clusters
  Score: Raw -15106.457535 + Penalty 2471.868884 = -12634.588651
  nChanged 19
		SP:Iteration 1F (1505.910000 sec): 3 clusters
  Score: Raw -15264.622646 + Penalty 2471.868884 = -12792.753762
  nChanged 6
		SP:Iteration 2Q (1505.910000 sec): 3 clusters
  Score: Raw -15345.229421 + Penalty 2471.868884 = -12873.360536
  nChanged 2
		SP:Iteration 3Q (1505.910000 sec): 3 clusters
  Score: Raw -15401.091939 + Penalty 2471.868884 = -12929.223054
  nChanged 0
		SP:Iteration 4F (1505.910000 sec): 3 clusters
  Score: Raw -15401.091939 + Penalty 2471.868884 = -12929.223054
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.920000 sec): 2 clusters
  Score: Raw -129928.921108 + Penalty 1708.113038 = -128220.808070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.920000 sec): 3 clusters
  Score: Raw -129702.610105 + Penalty 3416.226076 = -126286.384029
  nChanged 220
		SP:Iteration 1F (1505.920000 sec): 3 clusters
  Score: Raw -129989.833810 + Penalty 3416.226076 = -126573.607735
  nChanged 81
		SP:Iteration 2F (1505.930000 sec): 3 clusters
  Score: Raw -130120.518913 + Penalty 3416.226076 = -126704.292837
  nChanged 54
		SP:Iteration 3F (1505.930000 sec): 3 clusters
  Score: Raw -130212.599268 + Penalty 3416.226076 = -126796.373193
  nChanged 40
		SP:Iteration 4Q (1505.940000 sec): 3 clusters
  Score: Raw -130280.239762 + Penalty 3416.226076 = -126864.013687
  nChanged 33
		SP:Iteration 5Q (1505.940000 sec): 3 clusters
  Score: Raw -130342.732506 + Penalty 3416.226076 = -126926.506430
  nChanged 34
		SP:Iteration 6Q (1505.940000 sec): 3 clusters
  Score: Raw -130435.636209 + Penalty 3416.226076 = -127019.410133
  nChanged 42
		SP:Iteration 7Q (1505.950000 sec): 3 clusters
  Score: Raw -130576.699801 + Penalty 3416.226076 = -127160.473725
  nChanged 42
		SP:Iteration 8Q (1505.950000 sec): 3 clusters
  Score: Raw -130706.277060 + Penalty 3416.226076 = -127290.050984
  nChanged 44
		SP:Iteration 9Q (1505.960000 sec): 3 clusters
  Score: Raw -130827.902830 + Penalty 3416.226076 = -127411.676755
  nChanged 39
		SP:Iteration 10Q (1505.960000 sec): 3 clusters
  Score: Raw -130977.352186 + Penalty 3416.226076 = -127561.126110
  nChanged 33
		SP:Iteration 11Q (1505.960000 sec): 3 clusters
  Score: Raw -131070.213279 + Penalty 3416.226076 = -127653.987204
  nChanged 27
		SP:Iteration 12Q (1505.960000 sec): 3 clusters
  Score: Raw -131174.882442 + Penalty 3416.226076 = -127758.656366
  nChanged 15
		SP:Iteration 13Q (1505.970000 sec): 3 clusters
  Score: Raw -131240.631434 + Penalty 3416.226076 = -127824.405358
  nChanged 13
		SP:Iteration 14Q (1505.970000 sec): 3 clusters
  Score: Raw -131282.875823 + Penalty 3416.226076 = -127866.649748
  nChanged 9
		SP:Iteration 15Q (1505.980000 sec): 3 clusters
  Score: Raw -131300.773320 + Penalty 3416.226076 = -127884.547245
  nChanged 1
		SP:Iteration 16Q (1505.980000 sec): 3 clusters
  Score: Raw -131301.759803 + Penalty 3416.226076 = -127885.533727
  nChanged 1
		SP:Iteration 17Q (1505.980000 sec): 3 clusters
  Score: Raw -131303.310186 + Penalty 3416.226076 = -127887.084110
  nChanged 1
		SP:Iteration 18Q (1505.980000 sec): 3 clusters
  Score: Raw -131303.845306 + Penalty 3416.226076 = -127887.619230
  nChanged 0
		SP:Iteration 19F (1505.990000 sec): 3 clusters
  Score: Raw -131303.845306 + Penalty 3416.226076 = -127887.619230
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (157701 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1506.580000 sec): 2 clusters
  Score: Raw -22886003.896056 + Penalty 2968.177116 = -22883035.718940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1507.220000 sec): 3 clusters
  Score: Raw -22783547.779910 + Penalty 5936.354233 = -22777611.425678
  nChanged 75483
		SP:Iteration 1F (1507.860000 sec): 3 clusters
  Score: Raw -22827175.381459 + Penalty 5936.354233 = -22821239.027227
  nChanged 5138
		SP:Iteration 2Q (1508.530000 sec): 3 clusters
  Score: Raw -22828580.297710 + Penalty 5936.354233 = -22822643.943478
  nChanged 5855
		SP:Iteration 3Q (1509.190000 sec): 3 clusters
  Score: Raw -22830570.696208 + Penalty 5936.354233 = -22824634.341976
  nChanged 6925
		SP:Iteration 4Q (1509.840000 sec): 3 clusters
  Score: Raw -22833556.737623 + Penalty 5936.354233 = -22827620.383391
  nChanged 8528
		SP:Iteration 5F (1510.470000 sec): 3 clusters
  Score: Raw -22838270.005010 + Penalty 5936.354233 = -22832333.650777
  nChanged 10574
		SP:Iteration 6F (1511.110000 sec): 3 clusters
  Score: Raw -22845647.978851 + Penalty 5936.354233 = -22839711.624618
  nChanged 11962
		SP:Iteration 7F (1511.750000 sec): 3 clusters
  Score: Raw -22855510.097964 + Penalty 5936.354233 = -22849573.743731
  nChanged 11526
		SP:Iteration 8F (1512.390000 sec): 3 clusters
  Score: Raw -22865863.688049 + Penalty 5936.354233 = -22859927.333816
  nChanged 9236
		SP:Iteration 9F (1513.020000 sec): 3 clusters
  Score: Raw -22874336.269916 + Penalty 5936.354233 = -22868399.915683
  nChanged 6186
		SP:Iteration 10Q (1513.600000 sec): 3 clusters
  Score: Raw -22879925.605398 + Penalty 5936.354233 = -22873989.251165
  nChanged 3629
		SP:Iteration 11Q (1514.130000 sec): 3 clusters
  Score: Raw -22883092.416466 + Penalty 5936.354233 = -22877156.062233
  nChanged 1895
		SP:Iteration 12Q (1514.630000 sec): 3 clusters
  Score: Raw -22884697.190996 + Penalty 5936.354233 = -22878760.836764
  nChanged 941
		SP:Iteration 13Q (1515.110000 sec): 3 clusters
  Score: Raw -22885476.453895 + Penalty 5936.354233 = -22879540.099662
  nChanged 468
		SP:Iteration 14Q (1515.580000 sec): 3 clusters
  Score: Raw -22885822.543471 + Penalty 5936.354233 = -22879886.189238
  nChanged 278
		SP:Iteration 15Q (1516.030000 sec): 3 clusters
  Score: Raw -22886016.363948 + Penalty 5936.354233 = -22880080.009715
  nChanged 196
		SP:Iteration 16Q (1516.480000 sec): 3 clusters
  Score: Raw -22886153.659831 + Penalty 5936.354233 = -22880217.305598
  nChanged 145
		SP:Iteration 17Q (1516.930000 sec): 3 clusters
  Score: Raw -22886260.814112 + Penalty 5936.354233 = -22880324.459880
  nChanged 104
		SP:Iteration 18Q (1517.380000 sec): 3 clusters
  Score: Raw -22886332.798499 + Penalty 5936.354233 = -22880396.444267
  nChanged 71
		SP:Iteration 19Q (1517.840000 sec): 3 clusters
  Score: Raw -22886372.708397 + Penalty 5936.354233 = -22880436.354164
  nChanged 55
		SP:Iteration 20F (1518.470000 sec): 3 clusters
  Score: Raw -22886406.971829 + Penalty 5936.354233 = -22880470.617596
  nChanged 40
		SP:Iteration 21Q (1518.920000 sec): 3 clusters
  Score: Raw -22886429.333388 + Penalty 5936.354233 = -22880492.979156
  nChanged 25
		SP:Iteration 22Q (1519.360000 sec): 3 clusters
  Score: Raw -22886446.008472 + Penalty 5936.354233 = -22880509.654239
  nChanged 29
		SP:Iteration 23Q (1519.800000 sec): 3 clusters
  Score: Raw -22886463.552455 + Penalty 5936.354233 = -22880527.198222
  nChanged 21
		SP:Iteration 24Q (1520.250000 sec): 3 clusters
  Score: Raw -22886474.843766 + Penalty 5936.354233 = -22880538.489533
  nChanged 27
		SP:Iteration 25Q (1520.700000 sec): 3 clusters
  Score: Raw -22886488.421475 + Penalty 5936.354233 = -22880552.067242
  nChanged 16
		SP:Iteration 26Q (1521.150000 sec): 3 clusters
  Score: Raw -22886496.118108 + Penalty 5936.354233 = -22880559.763875
  nChanged 14
		SP:Iteration 27Q (1521.600000 sec): 3 clusters
  Score: Raw -22886506.008594 + Penalty 5936.354233 = -22880569.654362
  nChanged 10
		SP:Iteration 28Q (1522.040000 sec): 3 clusters
  Score: Raw -22886510.798218 + Penalty 5936.354233 = -22880574.443985
  nChanged 6
		SP:Iteration 29Q (1522.480000 sec): 3 clusters
  Score: Raw -22886513.522288 + Penalty 5936.354233 = -22880577.168055
  nChanged 6
		SP:Iteration 30Q (1522.930000 sec): 3 clusters
  Score: Raw -22886516.248093 + Penalty 5936.354233 = -22880579.893860
  nChanged 2
		SP:Iteration 31Q (1523.370000 sec): 3 clusters
  Score: Raw -22886517.180878 + Penalty 5936.354233 = -22880580.826645
  nChanged 0
		SP:Iteration 32F (1524.000000 sec): 3 clusters
  Score: Raw -22886517.180878 + Penalty 5936.354233 = -22880580.826645
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1524.070000 sec): 2 clusters
  Score: Raw -19289.578445 + Penalty 1302.563810 = -17987.014635
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1524.070000 sec): 3 clusters
  Score: Raw -19577.041855 + Penalty 2605.127620 = -16971.914234
  nChanged 31
		SP:Iteration 1F (1524.070000 sec): 3 clusters
  Score: Raw -19965.199257 + Penalty 2605.127620 = -17360.071637
  nChanged 8
		SP:Iteration 2Q (1524.070000 sec): 3 clusters
  Score: Raw -20071.261979 + Penalty 2605.127620 = -17466.134359
  nChanged 1
		SP:Iteration 3Q (1524.080000 sec): 3 clusters
  Score: Raw -20149.183370 + Penalty 2605.127620 = -17544.055750
  nChanged 5
		SP:Iteration 4Q (1524.080000 sec): 3 clusters
  Score: Raw -20184.307937 + Penalty 2605.127620 = -17579.180317
  nChanged 3
		SP:Iteration 5Q (1524.080000 sec): 3 clusters
  Score: Raw -20208.847846 + Penalty 2605.127620 = -17603.720226
  nChanged 0
		SP:Iteration 6F (1524.080000 sec): 3 clusters
  Score: Raw -20208.847846 + Penalty 2605.127620 = -17603.720226
  nChanged 0
Deleting Class 33 (55 points): Lose 2524.662799 but Gain 3374.686117
Iteration 99Q (1533.110000 sec): 33 clusters
  Score: Raw -117601335.162607 + Penalty 107989.955754 = -117493345.206853
  nChanged 3654
Iteration 100F (1569.010000 sec): 33 clusters
  Score: Raw -117603633.208219 + Penalty 107989.955754 = -117495643.252466
  nChanged 2855
Iteration 101Q (1578.970000 sec): 33 clusters
  Score: Raw -117604454.468454 + Penalty 107989.955754 = -117496464.512701
  nChanged 2446
Iteration 102Q (1588.870000 sec): 33 clusters
  Score: Raw -117604923.875370 + Penalty 107989.955754 = -117496933.919617
  nChanged 2187
Iteration 103Q (1598.700000 sec): 33 clusters
  Score: Raw -117605229.967103 + Penalty 107989.955754 = -117497240.011349
  nChanged 2038
Iteration 104Q (1608.550000 sec): 33 clusters
  Score: Raw -117605457.366369 + Penalty 107989.955754 = -117497467.410615
  nChanged 1904
Iteration 105Q (1618.400000 sec): 33 clusters
  Score: Raw -117605672.371568 + Penalty 107989.955754 = -117497682.415814
  nChanged 1854
Iteration 106Q (1628.210000 sec): 33 clusters
  Score: Raw -117605898.831567 + Penalty 107989.955754 = -117497908.875814
  nChanged 1882
Iteration 107Q (1638.020000 sec): 33 clusters
  Score: Raw -117606128.637376 + Penalty 107989.955754 = -117498138.681622
  nChanged 1844
Iteration 108Q (1647.460000 sec): 33 clusters
  Score: Raw -117606351.191918 + Penalty 107989.955754 = -117498361.236164
  nChanged 1763
Iteration 109Q (1656.800000 sec): 33 clusters
  Score: Raw -117606549.713768 + Penalty 107989.955754 = -117498559.758014
  nChanged 1720
Iteration 110Q (1666.140000 sec): 33 clusters
  Score: Raw -117606769.691684 + Penalty 107989.955754 = -117498779.735930
  nChanged 1646
Iteration 111Q (1675.540000 sec): 33 clusters
  Score: Raw -117606965.977612 + Penalty 107989.955754 = -117498976.021858
  nChanged 1597
Iteration 112Q (1684.990000 sec): 33 clusters
  Score: Raw -117607181.727067 + Penalty 107989.955754 = -117499191.771314
  nChanged 1608
Iteration 113Q (1694.340000 sec): 33 clusters
  Score: Raw -117607355.826916 + Penalty 107989.955754 = -117499365.871162
  nChanged 1558
Iteration 114Q (1703.760000 sec): 33 clusters
  Score: Raw -117607545.926061 + Penalty 107989.955754 = -117499555.970307
  nChanged 1497
Iteration 115Q (1713.080000 sec): 33 clusters
  Score: Raw -117607713.124950 + Penalty 107989.955754 = -117499723.169196
  nChanged 1435
Iteration 116Q (1722.440000 sec): 33 clusters
  Score: Raw -117607849.237108 + Penalty 107989.955754 = -117499859.281354
  nChanged 1441
Iteration 117Q (1731.760000 sec): 33 clusters
  Score: Raw -117607974.533090 + Penalty 107989.955754 = -117499984.577336
  nChanged 1401
Iteration 118Q (1741.110000 sec): 33 clusters
  Score: Raw -117608089.209063 + Penalty 107989.955754 = -117500099.253310
  nChanged 1357
Iteration 119Q (1750.500000 sec): 33 clusters
  Score: Raw -117608198.541876 + Penalty 107989.955754 = -117500208.586122
  nChanged 1305
Iteration 120F (1785.410000 sec): 33 clusters
  Score: Raw -117608374.855988 + Penalty 107989.955754 = -117500384.900235
  nChanged 1285
Iteration 121Q (1794.810000 sec): 33 clusters
  Score: Raw -117608597.910886 + Penalty 107989.955754 = -117500607.955133
  nChanged 1151
Iteration 122Q (1804.230000 sec): 33 clusters
  Score: Raw -117608709.029788 + Penalty 107989.955754 = -117500719.074034
  nChanged 1172
Iteration 123Q (1813.570000 sec): 33 clusters
  Score: Raw -117608809.040295 + Penalty 107989.955754 = -117500819.084542
  nChanged 1105
Iteration 124Q (1822.900000 sec): 33 clusters
  Score: Raw -117608887.350415 + Penalty 107989.955754 = -117500897.394661
  nChanged 1077
Iteration 125Q (1832.210000 sec): 33 clusters
  Score: Raw -117608958.502484 + Penalty 107989.955754 = -117500968.546731
  nChanged 1033
Iteration 126Q (1841.550000 sec): 33 clusters
  Score: Raw -117609020.491564 + Penalty 107989.955754 = -117501030.535810
  nChanged 984
Iteration 127Q (1850.930000 sec): 33 clusters
  Score: Raw -117609080.320041 + Penalty 107989.955754 = -117501090.364287
  nChanged 901
Iteration 128Q (1860.260000 sec): 33 clusters
  Score: Raw -117609132.583095 + Penalty 107989.955754 = -117501142.627341
  nChanged 849
Iteration 129Q (1869.580000 sec): 33 clusters
  Score: Raw -117609180.870071 + Penalty 107989.955754 = -117501190.914317
  nChanged 819
Iteration 130Q (1878.940000 sec): 33 clusters
  Score: Raw -117609226.201677 + Penalty 107989.955754 = -117501236.245924
  nChanged 821
Iteration 131Q (1888.370000 sec): 33 clusters
  Score: Raw -117609269.381969 + Penalty 107989.955754 = -117501279.426215
  nChanged 765
Iteration 132Q (1898.310000 sec): 33 clusters
  Score: Raw -117609311.155764 + Penalty 107989.955754 = -117501321.200010
  nChanged 741
Iteration 133Q (1908.140000 sec): 33 clusters
  Score: Raw -117609347.469718 + Penalty 107989.955754 = -117501357.513964
  nChanged 686
Iteration 134Q (1916.420000 sec): 33 clusters
  Score: Raw -117609378.767976 + Penalty 107989.955754 = -117501388.812223
  nChanged 653
Iteration 135Q (1924.590000 sec): 33 clusters
  Score: Raw -117609408.107300 + Penalty 107989.955754 = -117501418.151546
  nChanged 630
Iteration 136Q (1932.510000 sec): 33 clusters
  Score: Raw -117609436.485850 + Penalty 107989.955754 = -117501446.530096
  nChanged 599
Iteration 137Q (1940.440000 sec): 33 clusters
  Score: Raw -117609462.687380 + Penalty 107989.955754 = -117501472.731627
  nChanged 572
Iteration 138Q (1948.330000 sec): 33 clusters
  Score: Raw -117609485.500876 + Penalty 107989.955754 = -117501495.545123
  nChanged 546
Writing temp clu file 
Because OldScore, -117501472.731627, is greater than current (better) Score,-117501495.545123 
 Compute initial score before splitting:   Score: Raw -117609485.500876 + Penalty 107989.955754 = -117501495.545123
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.480000 sec): 2 clusters
  Score: Raw -122761.033076 + Penalty 1666.315262 = -121094.717813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.480000 sec): 3 clusters
  Score: Raw -122584.455137 + Penalty 3332.630525 = -119251.824612
  nChanged 191
		SP:Iteration 1F (1948.490000 sec): 3 clusters
  Score: Raw -122830.838139 + Penalty 3332.630525 = -119498.207614
  nChanged 59
		SP:Iteration 2F (1948.490000 sec): 3 clusters
  Score: Raw -122920.339711 + Penalty 3332.630525 = -119587.709187
  nChanged 18
		SP:Iteration 3Q (1948.500000 sec): 3 clusters
  Score: Raw -122947.329868 + Penalty 3332.630525 = -119614.699343
  nChanged 11
		SP:Iteration 4Q (1948.500000 sec): 3 clusters
  Score: Raw -122965.399665 + Penalty 3332.630525 = -119632.769141
  nChanged 2
		SP:Iteration 5Q (1948.500000 sec): 3 clusters
  Score: Raw -122968.075764 + Penalty 3332.630525 = -119635.445239
  nChanged 3
		SP:Iteration 6Q (1948.500000 sec): 3 clusters
  Score: Raw -122973.226766 + Penalty 3332.630525 = -119640.596242
  nChanged 2
		SP:Iteration 7Q (1948.510000 sec): 3 clusters
  Score: Raw -122975.394227 + Penalty 3332.630525 = -119642.763702
  nChanged 1
		SP:Iteration 8Q (1948.510000 sec): 3 clusters
  Score: Raw -122978.285710 + Penalty 3332.630525 = -119645.655186
  nChanged 1
		SP:Iteration 9Q (1948.510000 sec): 3 clusters
  Score: Raw -122979.619761 + Penalty 3332.630525 = -119646.989237
  nChanged 0
		SP:Iteration 10F (1948.520000 sec): 3 clusters
  Score: Raw -122979.619761 + Penalty 3332.630525 = -119646.989237
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.520000 sec): 2 clusters
  Score: Raw -179904.369306 + Penalty 1762.234960 = -178142.134345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.530000 sec): 3 clusters
  Score: Raw -179558.160966 + Penalty 3524.469920 = -176033.691046
  nChanged 339
		SP:Iteration 1F (1948.530000 sec): 3 clusters
  Score: Raw -179955.082612 + Penalty 3524.469920 = -176430.612692
  nChanged 95
		SP:Iteration 2F (1948.540000 sec): 3 clusters
  Score: Raw -180117.788638 + Penalty 3524.469920 = -176593.318718
  nChanged 73
		SP:Iteration 3F (1948.540000 sec): 3 clusters
  Score: Raw -180234.076097 + Penalty 3524.469920 = -176709.606177
  nChanged 55
		SP:Iteration 4Q (1948.550000 sec): 3 clusters
  Score: Raw -180325.891170 + Penalty 3524.469920 = -176801.421250
  nChanged 54
		SP:Iteration 5Q (1948.550000 sec): 3 clusters
  Score: Raw -180434.509505 + Penalty 3524.469920 = -176910.039585
  nChanged 42
		SP:Iteration 6Q (1948.560000 sec): 3 clusters
  Score: Raw -180511.603525 + Penalty 3524.469920 = -176987.133605
  nChanged 31
		SP:Iteration 7Q (1948.560000 sec): 3 clusters
  Score: Raw -180560.030250 + Penalty 3524.469920 = -177035.560330
  nChanged 22
		SP:Iteration 8Q (1948.560000 sec): 3 clusters
  Score: Raw -180590.635345 + Penalty 3524.469920 = -177066.165424
  nChanged 12
		SP:Iteration 9Q (1948.570000 sec): 3 clusters
  Score: Raw -180605.850145 + Penalty 3524.469920 = -177081.380225
  nChanged 4
		SP:Iteration 10Q (1948.580000 sec): 3 clusters
  Score: Raw -180613.314043 + Penalty 3524.469920 = -177088.844122
  nChanged 5
		SP:Iteration 11Q (1948.580000 sec): 3 clusters
  Score: Raw -180618.747225 + Penalty 3524.469920 = -177094.277304
  nChanged 4
		SP:Iteration 12Q (1948.580000 sec): 3 clusters
  Score: Raw -180623.706051 + Penalty 3524.469920 = -177099.236130
  nChanged 3
		SP:Iteration 13Q (1948.590000 sec): 3 clusters
  Score: Raw -180628.356503 + Penalty 3524.469920 = -177103.886583
  nChanged 3
		SP:Iteration 14Q (1948.590000 sec): 3 clusters
  Score: Raw -180631.257036 + Penalty 3524.469920 = -177106.787116
  nChanged 4
		SP:Iteration 15Q (1948.600000 sec): 3 clusters
  Score: Raw -180636.594247 + Penalty 3524.469920 = -177112.124327
  nChanged 2
		SP:Iteration 16Q (1948.600000 sec): 3 clusters
  Score: Raw -180638.301494 + Penalty 3524.469920 = -177113.831574
  nChanged 2
		SP:Iteration 17Q (1948.600000 sec): 3 clusters
  Score: Raw -180639.875530 + Penalty 3524.469920 = -177115.405610
  nChanged 0
		SP:Iteration 18F (1948.610000 sec): 3 clusters
  Score: Raw -180639.875530 + Penalty 3524.469920 = -177115.405610
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.610000 sec): 2 clusters
  Score: Raw -23069.023176 + Penalty 1302.563810 = -21766.459365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.610000 sec): 3 clusters
  Score: Raw -23468.295910 + Penalty 2605.127620 = -20863.168290
  nChanged 30
		SP:Iteration 1F (1948.620000 sec): 3 clusters
  Score: Raw -23660.517092 + Penalty 2605.127620 = -21055.389472
  nChanged 3
		SP:Iteration 2Q (1948.620000 sec): 3 clusters
  Score: Raw -23678.801711 + Penalty 2605.127620 = -21073.674091
  nChanged 3
		SP:Iteration 3Q (1948.620000 sec): 3 clusters
  Score: Raw -23698.415717 + Penalty 2605.127620 = -21093.288097
  nChanged 0
		SP:Iteration 4F (1948.620000 sec): 3 clusters
  Score: Raw -23698.415717 + Penalty 2605.127620 = -21093.288097
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (1799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.620000 sec): 2 clusters
  Score: Raw -263929.950123 + Penalty 1858.756586 = -262071.193537
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.630000 sec): 3 clusters
  Score: Raw -263313.669945 + Penalty 3717.513172 = -259596.156773
  nChanged 566
		SP:Iteration 1F (1948.640000 sec): 3 clusters
  Score: Raw -263730.088507 + Penalty 3717.513172 = -260012.575335
  nChanged 125
		SP:Iteration 2F (1948.650000 sec): 3 clusters
  Score: Raw -263832.817267 + Penalty 3717.513172 = -260115.304095
  nChanged 56
		SP:Iteration 3Q (1948.650000 sec): 3 clusters
  Score: Raw -263875.909010 + Penalty 3717.513172 = -260158.395838
  nChanged 37
		SP:Iteration 4Q (1948.660000 sec): 3 clusters
  Score: Raw -263906.370235 + Penalty 3717.513172 = -260188.857063
  nChanged 24
		SP:Iteration 5Q (1948.670000 sec): 3 clusters
  Score: Raw -263922.328927 + Penalty 3717.513172 = -260204.815755
  nChanged 23
		SP:Iteration 6Q (1948.680000 sec): 3 clusters
  Score: Raw -263940.306797 + Penalty 3717.513172 = -260222.793625
  nChanged 15
		SP:Iteration 7Q (1948.680000 sec): 3 clusters
  Score: Raw -263950.265884 + Penalty 3717.513172 = -260232.752712
  nChanged 12
		SP:Iteration 8Q (1948.690000 sec): 3 clusters
  Score: Raw -263957.777165 + Penalty 3717.513172 = -260240.263993
  nChanged 7
		SP:Iteration 9Q (1948.700000 sec): 3 clusters
  Score: Raw -263964.085277 + Penalty 3717.513172 = -260246.572105
  nChanged 8
		SP:Iteration 10Q (1948.700000 sec): 3 clusters
  Score: Raw -263968.763969 + Penalty 3717.513172 = -260251.250797
  nChanged 9
		SP:Iteration 11Q (1948.710000 sec): 3 clusters
  Score: Raw -263975.964076 + Penalty 3717.513172 = -260258.450904
  nChanged 7
		SP:Iteration 12Q (1948.720000 sec): 3 clusters
  Score: Raw -263980.264560 + Penalty 3717.513172 = -260262.751388
  nChanged 6
		SP:Iteration 13Q (1948.720000 sec): 3 clusters
  Score: Raw -263984.638158 + Penalty 3717.513172 = -260267.124986
  nChanged 9
		SP:Iteration 14Q (1948.730000 sec): 3 clusters
  Score: Raw -263991.788326 + Penalty 3717.513172 = -260274.275154
  nChanged 8
		SP:Iteration 15Q (1948.740000 sec): 3 clusters
  Score: Raw -263997.842809 + Penalty 3717.513172 = -260280.329637
  nChanged 6
		SP:Iteration 16Q (1948.740000 sec): 3 clusters
  Score: Raw -264000.793648 + Penalty 3717.513172 = -260283.280476
  nChanged 3
		SP:Iteration 17Q (1948.750000 sec): 3 clusters
  Score: Raw -264002.307114 + Penalty 3717.513172 = -260284.793942
  nChanged 4
		SP:Iteration 18Q (1948.760000 sec): 3 clusters
  Score: Raw -264004.342043 + Penalty 3717.513172 = -260286.828871
  nChanged 5
		SP:Iteration 19Q (1948.760000 sec): 3 clusters
  Score: Raw -264007.813814 + Penalty 3717.513172 = -260290.300642
  nChanged 5
		SP:Iteration 20F (1948.770000 sec): 3 clusters
  Score: Raw -264011.262733 + Penalty 3717.513172 = -260293.749561
  nChanged 5
		SP:Iteration 21Q (1948.780000 sec): 3 clusters
  Score: Raw -264013.529379 + Penalty 3717.513172 = -260296.016207
  nChanged 0
		SP:Iteration 22F (1948.790000 sec): 3 clusters
  Score: Raw -264013.529379 + Penalty 3717.513172 = -260296.016207
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.790000 sec): 2 clusters
  Score: Raw -74510.919430 + Penalty 1556.607585 = -72954.311845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.790000 sec): 3 clusters
  Score: Raw -74570.559582 + Penalty 3113.215171 = -71457.344411
  nChanged 97
		SP:Iteration 1F (1948.800000 sec): 3 clusters
  Score: Raw -74714.980255 + Penalty 3113.215171 = -71601.765084
  nChanged 13
		SP:Iteration 2Q (1948.800000 sec): 3 clusters
  Score: Raw -74749.455089 + Penalty 3113.215171 = -71636.239918
  nChanged 10
		SP:Iteration 3Q (1948.800000 sec): 3 clusters
  Score: Raw -74776.693986 + Penalty 3113.215171 = -71663.478815
  nChanged 6
		SP:Iteration 4Q (1948.800000 sec): 3 clusters
  Score: Raw -74784.207336 + Penalty 3113.215171 = -71670.992166
  nChanged 0
		SP:Iteration 5F (1948.800000 sec): 3 clusters
  Score: Raw -74784.207336 + Penalty 3113.215171 = -71670.992166
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17742 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.880000 sec): 2 clusters
  Score: Raw -2450377.827892 + Penalty 2426.355117 = -2447951.472775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.950000 sec): 3 clusters
  Score: Raw -2440132.560776 + Penalty 4852.710235 = -2435279.850541
  nChanged 7804
		SP:Iteration 1F (1949.020000 sec): 3 clusters
  Score: Raw -2444488.012558 + Penalty 4852.710235 = -2439635.302323
  nChanged 1085
		SP:Iteration 2F (1949.100000 sec): 3 clusters
  Score: Raw -2445054.433371 + Penalty 4852.710235 = -2440201.723136
  nChanged 1033
		SP:Iteration 3F (1949.170000 sec): 3 clusters
  Score: Raw -2445653.964421 + Penalty 4852.710235 = -2440801.254187
  nChanged 1045
		SP:Iteration 4F (1949.240000 sec): 3 clusters
  Score: Raw -2446366.813202 + Penalty 4852.710235 = -2441514.102968
  nChanged 1094
		SP:Iteration 5F (1949.310000 sec): 3 clusters
  Score: Raw -2447126.813230 + Penalty 4852.710235 = -2442274.102996
  nChanged 1076
		SP:Iteration 6F (1949.380000 sec): 3 clusters
  Score: Raw -2447917.881384 + Penalty 4852.710235 = -2443065.171150
  nChanged 994
		SP:Iteration 7F (1949.460000 sec): 3 clusters
  Score: Raw -2448656.371503 + Penalty 4852.710235 = -2443803.661269
  nChanged 831
		SP:Iteration 8Q (1949.530000 sec): 3 clusters
  Score: Raw -2449293.755412 + Penalty 4852.710235 = -2444441.045177
  nChanged 739
		SP:Iteration 9Q (1949.600000 sec): 3 clusters
  Score: Raw -2449778.258028 + Penalty 4852.710235 = -2444925.547794
  nChanged 565
		SP:Iteration 10Q (1949.670000 sec): 3 clusters
  Score: Raw -2450065.627063 + Penalty 4852.710235 = -2445212.916829
  nChanged 377
		SP:Iteration 11Q (1949.740000 sec): 3 clusters
  Score: Raw -2450212.449090 + Penalty 4852.710235 = -2445359.738855
  nChanged 251
		SP:Iteration 12Q (1949.810000 sec): 3 clusters
  Score: Raw -2450286.251026 + Penalty 4852.710235 = -2445433.540791
  nChanged 170
		SP:Iteration 13Q (1949.880000 sec): 3 clusters
  Score: Raw -2450327.878917 + Penalty 4852.710235 = -2445475.168683
  nChanged 132
		SP:Iteration 14Q (1949.940000 sec): 3 clusters
  Score: Raw -2450360.655961 + Penalty 4852.710235 = -2445507.945727
  nChanged 115
		SP:Iteration 15Q (1950.010000 sec): 3 clusters
  Score: Raw -2450394.167371 + Penalty 4852.710235 = -2445541.457137
  nChanged 122
		SP:Iteration 16Q (1950.070000 sec): 3 clusters
  Score: Raw -2450427.396162 + Penalty 4852.710235 = -2445574.685927
  nChanged 103
		SP:Iteration 17Q (1950.130000 sec): 3 clusters
  Score: Raw -2450451.502585 + Penalty 4852.710235 = -2445598.792350
  nChanged 89
		SP:Iteration 18Q (1950.190000 sec): 3 clusters
  Score: Raw -2450469.420976 + Penalty 4852.710235 = -2445616.710741
  nChanged 86
		SP:Iteration 19Q (1950.250000 sec): 3 clusters
  Score: Raw -2450486.917746 + Penalty 4852.710235 = -2445634.207511
  nChanged 80
		SP:Iteration 20F (1950.310000 sec): 3 clusters
  Score: Raw -2450500.847311 + Penalty 4852.710235 = -2445648.137076
  nChanged 73
		SP:Iteration 21Q (1950.370000 sec): 3 clusters
  Score: Raw -2450513.368525 + Penalty 4852.710235 = -2445660.658290
  nChanged 61
		SP:Iteration 22Q (1950.430000 sec): 3 clusters
  Score: Raw -2450523.910924 + Penalty 4852.710235 = -2445671.200690
  nChanged 54
		SP:Iteration 23Q (1950.490000 sec): 3 clusters
  Score: Raw -2450533.108228 + Penalty 4852.710235 = -2445680.397993
  nChanged 55
		SP:Iteration 24Q (1950.550000 sec): 3 clusters
  Score: Raw -2450543.247808 + Penalty 4852.710235 = -2445690.537573
  nChanged 45
		SP:Iteration 25Q (1950.610000 sec): 3 clusters
  Score: Raw -2450550.686741 + Penalty 4852.710235 = -2445697.976506
  nChanged 34
		SP:Iteration 26Q (1950.670000 sec): 3 clusters
  Score: Raw -2450556.469434 + Penalty 4852.710235 = -2445703.759200
  nChanged 33
		SP:Iteration 27Q (1950.730000 sec): 3 clusters
  Score: Raw -2450561.487419 + Penalty 4852.710235 = -2445708.777184
  nChanged 30
		SP:Iteration 28Q (1950.790000 sec): 3 clusters
  Score: Raw -2450565.572900 + Penalty 4852.710235 = -2445712.862665
  nChanged 27
		SP:Iteration 29Q (1950.840000 sec): 3 clusters
  Score: Raw -2450568.738584 + Penalty 4852.710235 = -2445716.028349
  nChanged 23
		SP:Iteration 30Q (1950.900000 sec): 3 clusters
  Score: Raw -2450571.581164 + Penalty 4852.710235 = -2445718.870929
  nChanged 15
		SP:Iteration 31Q (1950.960000 sec): 3 clusters
  Score: Raw -2450573.261941 + Penalty 4852.710235 = -2445720.551706
  nChanged 17
		SP:Iteration 32Q (1951.020000 sec): 3 clusters
  Score: Raw -2450574.720513 + Penalty 4852.710235 = -2445722.010279
  nChanged 14
		SP:Iteration 33Q (1951.080000 sec): 3 clusters
  Score: Raw -2450575.964278 + Penalty 4852.710235 = -2445723.254043
  nChanged 17
		SP:Iteration 34Q (1951.140000 sec): 3 clusters
  Score: Raw -2450577.696330 + Penalty 4852.710235 = -2445724.986095
  nChanged 16
		SP:Iteration 35Q (1951.200000 sec): 3 clusters
  Score: Raw -2450579.514559 + Penalty 4852.710235 = -2445726.804324
  nChanged 11
		SP:Iteration 36Q (1951.260000 sec): 3 clusters
  Score: Raw -2450580.913396 + Penalty 4852.710235 = -2445728.203161
  nChanged 17
		SP:Iteration 37Q (1951.320000 sec): 3 clusters
  Score: Raw -2450582.930685 + Penalty 4852.710235 = -2445730.220450
  nChanged 16
		SP:Iteration 38Q (1951.380000 sec): 3 clusters
  Score: Raw -2450584.984883 + Penalty 4852.710235 = -2445732.274648
  nChanged 19
		SP:Iteration 39Q (1951.440000 sec): 3 clusters
  Score: Raw -2450587.377420 + Penalty 4852.710235 = -2445734.667186
  nChanged 19
		SP:Iteration 40F (1951.500000 sec): 3 clusters
  Score: Raw -2450590.031585 + Penalty 4852.710235 = -2445737.321350
  nChanged 30
		SP:Iteration 41Q (1951.560000 sec): 3 clusters
  Score: Raw -2450594.200474 + Penalty 4852.710235 = -2445741.490239
  nChanged 32
		SP:Iteration 42Q (1951.620000 sec): 3 clusters
  Score: Raw -2450598.651168 + Penalty 4852.710235 = -2445745.940933
  nChanged 28
		SP:Iteration 43Q (1951.680000 sec): 3 clusters
  Score: Raw -2450602.496432 + Penalty 4852.710235 = -2445749.786197
  nChanged 29
		SP:Iteration 44Q (1951.730000 sec): 3 clusters
  Score: Raw -2450606.729651 + Penalty 4852.710235 = -2445754.019416
  nChanged 24
		SP:Iteration 45Q (1951.790000 sec): 3 clusters
  Score: Raw -2450609.441103 + Penalty 4852.710235 = -2445756.730868
  nChanged 27
		SP:Iteration 46Q (1951.850000 sec): 3 clusters
  Score: Raw -2450613.026077 + Penalty 4852.710235 = -2445760.315843
  nChanged 18
		SP:Iteration 47Q (1951.910000 sec): 3 clusters
  Score: Raw -2450615.332158 + Penalty 4852.710235 = -2445762.621924
  nChanged 24
		SP:Iteration 48Q (1951.970000 sec): 3 clusters
  Score: Raw -2450618.663737 + Penalty 4852.710235 = -2445765.953503
  nChanged 14
		SP:Iteration 49Q (1952.030000 sec): 3 clusters
  Score: Raw -2450620.601976 + Penalty 4852.710235 = -2445767.891741
  nChanged 14
		SP:Iteration 50Q (1952.090000 sec): 3 clusters
  Score: Raw -2450622.128231 + Penalty 4852.710235 = -2445769.417997
  nChanged 10
		SP:Iteration 51Q (1952.150000 sec): 3 clusters
  Score: Raw -2450623.553854 + Penalty 4852.710235 = -2445770.843619
  nChanged 12
		SP:Iteration 52Q (1952.200000 sec): 3 clusters
  Score: Raw -2450625.665676 + Penalty 4852.710235 = -2445772.955442
  nChanged 18
		SP:Iteration 53Q (1952.260000 sec): 3 clusters
  Score: Raw -2450628.807578 + Penalty 4852.710235 = -2445776.097344
  nChanged 16
		SP:Iteration 54Q (1952.320000 sec): 3 clusters
  Score: Raw -2450631.316380 + Penalty 4852.710235 = -2445778.606145
  nChanged 17
		SP:Iteration 55Q (1952.380000 sec): 3 clusters
  Score: Raw -2450633.832652 + Penalty 4852.710235 = -2445781.122417
  nChanged 14
		SP:Iteration 56Q (1952.440000 sec): 3 clusters
  Score: Raw -2450635.568950 + Penalty 4852.710235 = -2445782.858716
  nChanged 14
		SP:Iteration 57Q (1952.500000 sec): 3 clusters
  Score: Raw -2450637.545969 + Penalty 4852.710235 = -2445784.835734
  nChanged 18
		SP:Iteration 58Q (1952.560000 sec): 3 clusters
  Score: Raw -2450639.745101 + Penalty 4852.710235 = -2445787.034866
  nChanged 23
		SP:Iteration 59Q (1952.620000 sec): 3 clusters
  Score: Raw -2450642.123275 + Penalty 4852.710235 = -2445789.413040
  nChanged 24
		SP:Iteration 60F (1952.680000 sec): 3 clusters
  Score: Raw -2450645.014497 + Penalty 4852.710235 = -2445792.304262
  nChanged 21
		SP:Iteration 61Q (1952.740000 sec): 3 clusters
  Score: Raw -2450647.938056 + Penalty 4852.710235 = -2445795.227822
  nChanged 22
		SP:Iteration 62Q (1952.800000 sec): 3 clusters
  Score: Raw -2450651.331196 + Penalty 4852.710235 = -2445798.620961
  nChanged 20
		SP:Iteration 63Q (1952.860000 sec): 3 clusters
  Score: Raw -2450653.792697 + Penalty 4852.710235 = -2445801.082463
  nChanged 14
		SP:Iteration 64Q (1952.920000 sec): 3 clusters
  Score: Raw -2450655.420919 + Penalty 4852.710235 = -2445802.710684
  nChanged 21
		SP:Iteration 65Q (1952.980000 sec): 3 clusters
  Score: Raw -2450657.306683 + Penalty 4852.710235 = -2445804.596448
  nChanged 18
		SP:Iteration 66Q (1953.040000 sec): 3 clusters
  Score: Raw -2450659.135051 + Penalty 4852.710235 = -2445806.424817
  nChanged 18
		SP:Iteration 67Q (1953.100000 sec): 3 clusters
  Score: Raw -2450661.810833 + Penalty 4852.710235 = -2445809.100599
  nChanged 17
		SP:Iteration 68Q (1953.150000 sec): 3 clusters
  Score: Raw -2450664.187777 + Penalty 4852.710235 = -2445811.477543
  nChanged 22
		SP:Iteration 69Q (1953.210000 sec): 3 clusters
  Score: Raw -2450667.483541 + Penalty 4852.710235 = -2445814.773306
  nChanged 24
		SP:Iteration 70Q (1953.270000 sec): 3 clusters
  Score: Raw -2450671.338922 + Penalty 4852.710235 = -2445818.628687
  nChanged 26
		SP:Iteration 71Q (1953.330000 sec): 3 clusters
  Score: Raw -2450675.781209 + Penalty 4852.710235 = -2445823.070975
  nChanged 26
		SP:Iteration 72Q (1953.380000 sec): 3 clusters
  Score: Raw -2450679.687892 + Penalty 4852.710235 = -2445826.977657
  nChanged 21
		SP:Iteration 73Q (1953.440000 sec): 3 clusters
  Score: Raw -2450683.210822 + Penalty 4852.710235 = -2445830.500587
  nChanged 26
		SP:Iteration 74Q (1953.500000 sec): 3 clusters
  Score: Raw -2450687.402034 + Penalty 4852.710235 = -2445834.691799
  nChanged 27
		SP:Iteration 75Q (1953.560000 sec): 3 clusters
  Score: Raw -2450693.735940 + Penalty 4852.710235 = -2445841.025705
  nChanged 31
		SP:Iteration 76Q (1953.620000 sec): 3 clusters
  Score: Raw -2450698.637271 + Penalty 4852.710235 = -2445845.927036
  nChanged 27
		SP:Iteration 77Q (1953.680000 sec): 3 clusters
  Score: Raw -2450702.515893 + Penalty 4852.710235 = -2445849.805658
  nChanged 30
		SP:Iteration 78Q (1953.730000 sec): 3 clusters
  Score: Raw -2450707.550181 + Penalty 4852.710235 = -2445854.839947
  nChanged 26
		SP:Iteration 79Q (1953.790000 sec): 3 clusters
  Score: Raw -2450713.590018 + Penalty 4852.710235 = -2445860.879783
  nChanged 34
		SP:Iteration 80F (1953.850000 sec): 3 clusters
  Score: Raw -2450719.579372 + Penalty 4852.710235 = -2445866.869138
  nChanged 33
		SP:Iteration 81Q (1953.910000 sec): 3 clusters
  Score: Raw -2450725.558360 + Penalty 4852.710235 = -2445872.848125
  nChanged 37
		SP:Iteration 82Q (1953.970000 sec): 3 clusters
  Score: Raw -2450732.581026 + Penalty 4852.710235 = -2445879.870791
  nChanged 39
		SP:Iteration 83Q (1954.030000 sec): 3 clusters
  Score: Raw -2450742.663391 + Penalty 4852.710235 = -2445889.953156
  nChanged 48
		SP:Iteration 84Q (1954.090000 sec): 3 clusters
  Score: Raw -2450751.425428 + Penalty 4852.710235 = -2445898.715193
  nChanged 39
		SP:Iteration 85Q (1954.140000 sec): 3 clusters
  Score: Raw -2450758.334816 + Penalty 4852.710235 = -2445905.624581
  nChanged 29
		SP:Iteration 86Q (1954.200000 sec): 3 clusters
  Score: Raw -2450763.132205 + Penalty 4852.710235 = -2445910.421971
  nChanged 19
		SP:Iteration 87Q (1954.260000 sec): 3 clusters
  Score: Raw -2450765.785210 + Penalty 4852.710235 = -2445913.074976
  nChanged 14
		SP:Iteration 88Q (1954.320000 sec): 3 clusters
  Score: Raw -2450768.206852 + Penalty 4852.710235 = -2445915.496618
  nChanged 16
		SP:Iteration 89Q (1954.370000 sec): 3 clusters
  Score: Raw -2450770.583502 + Penalty 4852.710235 = -2445917.873267
  nChanged 18
		SP:Iteration 90Q (1954.430000 sec): 3 clusters
  Score: Raw -2450773.198764 + Penalty 4852.710235 = -2445920.488530
  nChanged 19
		SP:Iteration 91Q (1954.480000 sec): 3 clusters
  Score: Raw -2450775.576873 + Penalty 4852.710235 = -2445922.866638
  nChanged 20
		SP:Iteration 92Q (1954.540000 sec): 3 clusters
  Score: Raw -2450778.260061 + Penalty 4852.710235 = -2445925.549826
  nChanged 23
		SP:Iteration 93Q (1954.600000 sec): 3 clusters
  Score: Raw -2450782.612515 + Penalty 4852.710235 = -2445929.902280
  nChanged 29
		SP:Iteration 94Q (1954.660000 sec): 3 clusters
  Score: Raw -2450789.051392 + Penalty 4852.710235 = -2445936.341157
  nChanged 28
		SP:Iteration 95Q (1954.720000 sec): 3 clusters
  Score: Raw -2450794.762829 + Penalty 4852.710235 = -2445942.052594
  nChanged 32
		SP:Iteration 96Q (1954.770000 sec): 3 clusters
  Score: Raw -2450799.979352 + Penalty 4852.710235 = -2445947.269117
  nChanged 27
		SP:Iteration 97Q (1954.830000 sec): 3 clusters
  Score: Raw -2450803.517545 + Penalty 4852.710235 = -2445950.807310
  nChanged 33
		SP:Iteration 98Q (1954.880000 sec): 3 clusters
  Score: Raw -2450808.763931 + Penalty 4852.710235 = -2445956.053696
  nChanged 34
		SP:Iteration 99Q (1954.940000 sec): 3 clusters
  Score: Raw -2450814.190214 + Penalty 4852.710235 = -2445961.479980
  nChanged 21
		SP:Iteration 100F (1955.010000 sec): 3 clusters
  Score: Raw -2450817.811420 + Penalty 4852.710235 = -2445965.101186
  nChanged 29
		SP:Iteration 101Q (1955.060000 sec): 3 clusters
  Score: Raw -2450822.706278 + Penalty 4852.710235 = -2445969.996043
  nChanged 31
		SP:Iteration 102Q (1955.120000 sec): 3 clusters
  Score: Raw -2450829.138863 + Penalty 4852.710235 = -2445976.428629
  nChanged 46
		SP:Iteration 103Q (1955.180000 sec): 3 clusters
  Score: Raw -2450837.228489 + Penalty 4852.710235 = -2445984.518254
  nChanged 38
		SP:Iteration 104Q (1955.230000 sec): 3 clusters
  Score: Raw -2450844.898547 + Penalty 4852.710235 = -2445992.188312
  nChanged 37
		SP:Iteration 105Q (1955.290000 sec): 3 clusters
  Score: Raw -2450854.142941 + Penalty 4852.710235 = -2446001.432707
  nChanged 40
		SP:Iteration 106Q (1955.340000 sec): 3 clusters
  Score: Raw -2450861.889256 + Penalty 4852.710235 = -2446009.179021
  nChanged 35
		SP:Iteration 107Q (1955.400000 sec): 3 clusters
  Score: Raw -2450870.011360 + Penalty 4852.710235 = -2446017.301125
  nChanged 42
		SP:Iteration 108Q (1955.460000 sec): 3 clusters
  Score: Raw -2450877.775709 + Penalty 4852.710235 = -2446025.065475
  nChanged 39
		SP:Iteration 109Q (1955.520000 sec): 3 clusters
  Score: Raw -2450885.886414 + Penalty 4852.710235 = -2446033.176179
  nChanged 42
		SP:Iteration 110Q (1955.570000 sec): 3 clusters
  Score: Raw -2450894.244864 + Penalty 4852.710235 = -2446041.534629
  nChanged 43
		SP:Iteration 111Q (1955.630000 sec): 3 clusters
  Score: Raw -2450903.711241 + Penalty 4852.710235 = -2446051.001007
  nChanged 45
		SP:Iteration 112Q (1955.680000 sec): 3 clusters
  Score: Raw -2450917.704137 + Penalty 4852.710235 = -2446064.993902
  nChanged 53
		SP:Iteration 113Q (1955.740000 sec): 3 clusters
  Score: Raw -2450932.751464 + Penalty 4852.710235 = -2446080.041230
  nChanged 63
		SP:Iteration 114Q (1955.800000 sec): 3 clusters
  Score: Raw -2450951.421347 + Penalty 4852.710235 = -2446098.711112
  nChanged 64
		SP:Iteration 115Q (1955.850000 sec): 3 clusters
  Score: Raw -2450969.446023 + Penalty 4852.710235 = -2446116.735788
  nChanged 55
		SP:Iteration 116Q (1955.910000 sec): 3 clusters
  Score: Raw -2450982.926038 + Penalty 4852.710235 = -2446130.215804
  nChanged 44
		SP:Iteration 117Q (1955.960000 sec): 3 clusters
  Score: Raw -2450994.826830 + Penalty 4852.710235 = -2446142.116596
  nChanged 55
		SP:Iteration 118Q (1956.010000 sec): 3 clusters
  Score: Raw -2451008.864392 + Penalty 4852.710235 = -2446156.154157
  nChanged 56
		SP:Iteration 119Q (1956.070000 sec): 3 clusters
  Score: Raw -2451025.099203 + Penalty 4852.710235 = -2446172.388968
  nChanged 62
		SP:Iteration 120F (1956.130000 sec): 3 clusters
  Score: Raw -2451043.893301 + Penalty 4852.710235 = -2446191.183066
  nChanged 62
		SP:Iteration 121Q (1956.190000 sec): 3 clusters
  Score: Raw -2451059.531463 + Penalty 4852.710235 = -2446206.821228
  nChanged 62
		SP:Iteration 122Q (1956.240000 sec): 3 clusters
  Score: Raw -2451077.170006 + Penalty 4852.710235 = -2446224.459771
  nChanged 65
		SP:Iteration 123Q (1956.300000 sec): 3 clusters
  Score: Raw -2451094.597628 + Penalty 4852.710235 = -2446241.887394
  nChanged 57
		SP:Iteration 124Q (1956.350000 sec): 3 clusters
  Score: Raw -2451113.567342 + Penalty 4852.710235 = -2446260.857107
  nChanged 72
		SP:Iteration 125Q (1956.400000 sec): 3 clusters
  Score: Raw -2451134.384605 + Penalty 4852.710235 = -2446281.674370
  nChanged 54
		SP:Iteration 126Q (1956.460000 sec): 3 clusters
  Score: Raw -2451149.226382 + Penalty 4852.710235 = -2446296.516147
  nChanged 47
		SP:Iteration 127Q (1956.510000 sec): 3 clusters
  Score: Raw -2451164.615426 + Penalty 4852.710235 = -2446311.905191
  nChanged 51
		SP:Iteration 128Q (1956.570000 sec): 3 clusters
  Score: Raw -2451180.455974 + Penalty 4852.710235 = -2446327.745739
  nChanged 45
		SP:Iteration 129Q (1956.620000 sec): 3 clusters
  Score: Raw -2451194.131031 + Penalty 4852.710235 = -2446341.420797
  nChanged 44
		SP:Iteration 130Q (1956.670000 sec): 3 clusters
  Score: Raw -2451207.782143 + Penalty 4852.710235 = -2446355.071908
  nChanged 38
		SP:Iteration 131Q (1956.730000 sec): 3 clusters
  Score: Raw -2451219.561254 + Penalty 4852.710235 = -2446366.851019
  nChanged 40
		SP:Iteration 132Q (1956.780000 sec): 3 clusters
  Score: Raw -2451233.692654 + Penalty 4852.710235 = -2446380.982419
  nChanged 44
		SP:Iteration 133Q (1956.830000 sec): 3 clusters
  Score: Raw -2451246.977250 + Penalty 4852.710235 = -2446394.267015
  nChanged 37
		SP:Iteration 134Q (1956.890000 sec): 3 clusters
  Score: Raw -2451258.130372 + Penalty 4852.710235 = -2446405.420137
  nChanged 31
		SP:Iteration 135Q (1956.940000 sec): 3 clusters
  Score: Raw -2451266.334145 + Penalty 4852.710235 = -2446413.623911
  nChanged 26
		SP:Iteration 136Q (1956.990000 sec): 3 clusters
  Score: Raw -2451273.496564 + Penalty 4852.710235 = -2446420.786330
  nChanged 28
		SP:Iteration 137Q (1957.050000 sec): 3 clusters
  Score: Raw -2451280.589981 + Penalty 4852.710235 = -2446427.879746
  nChanged 26
		SP:Iteration 138Q (1957.100000 sec): 3 clusters
  Score: Raw -2451286.237658 + Penalty 4852.710235 = -2446433.527423
  nChanged 29
		SP:Iteration 139Q (1957.150000 sec): 3 clusters
  Score: Raw -2451293.172446 + Penalty 4852.710235 = -2446440.462211
  nChanged 13
		SP:Iteration 140F (1957.220000 sec): 3 clusters
  Score: Raw -2451296.250571 + Penalty 4852.710235 = -2446443.540336
  nChanged 16
		SP:Iteration 141Q (1957.270000 sec): 3 clusters
  Score: Raw -2451299.502801 + Penalty 4852.710235 = -2446446.792566
  nChanged 16
		SP:Iteration 142Q (1957.320000 sec): 3 clusters
  Score: Raw -2451303.613268 + Penalty 4852.710235 = -2446450.903033
  nChanged 14
		SP:Iteration 143Q (1957.370000 sec): 3 clusters
  Score: Raw -2451308.079460 + Penalty 4852.710235 = -2446455.369226
  nChanged 18
		SP:Iteration 144Q (1957.430000 sec): 3 clusters
  Score: Raw -2451313.039585 + Penalty 4852.710235 = -2446460.329350
  nChanged 21
		SP:Iteration 145Q (1957.480000 sec): 3 clusters
  Score: Raw -2451318.185804 + Penalty 4852.710235 = -2446465.475569
  nChanged 10
		SP:Iteration 146Q (1957.530000 sec): 3 clusters
  Score: Raw -2451321.500183 + Penalty 4852.710235 = -2446468.789949
  nChanged 9
		SP:Iteration 147Q (1957.580000 sec): 3 clusters
  Score: Raw -2451323.598755 + Penalty 4852.710235 = -2446470.888520
  nChanged 12
		SP:Iteration 148Q (1957.630000 sec): 3 clusters
  Score: Raw -2451326.065765 + Penalty 4852.710235 = -2446473.355530
  nChanged 7
		SP:Iteration 149Q (1957.690000 sec): 3 clusters
  Score: Raw -2451328.032948 + Penalty 4852.710235 = -2446475.322714
  nChanged 8
		SP:Iteration 150Q (1957.740000 sec): 3 clusters
  Score: Raw -2451329.657193 + Penalty 4852.710235 = -2446476.946958
  nChanged 8
		SP:Iteration 151Q (1957.790000 sec): 3 clusters
  Score: Raw -2451331.526588 + Penalty 4852.710235 = -2446478.816353
  nChanged 12
		SP:Iteration 152Q (1957.840000 sec): 3 clusters
  Score: Raw -2451333.899361 + Penalty 4852.710235 = -2446481.189126
  nChanged 6
		SP:Iteration 153Q (1957.890000 sec): 3 clusters
  Score: Raw -2451335.975525 + Penalty 4852.710235 = -2446483.265290
  nChanged 6
		SP:Iteration 154Q (1957.950000 sec): 3 clusters
  Score: Raw -2451337.933882 + Penalty 4852.710235 = -2446485.223647
  nChanged 10
		SP:Iteration 155Q (1957.990000 sec): 3 clusters
  Score: Raw -2451340.356864 + Penalty 4852.710235 = -2446487.646629
  nChanged 8
		SP:Iteration 156Q (1958.050000 sec): 3 clusters
  Score: Raw -2451342.057869 + Penalty 4852.710235 = -2446489.347635
  nChanged 3
		SP:Iteration 157Q (1958.100000 sec): 3 clusters
  Score: Raw -2451343.269883 + Penalty 4852.710235 = -2446490.559649
  nChanged 6
		SP:Iteration 158Q (1958.150000 sec): 3 clusters
  Score: Raw -2451345.287072 + Penalty 4852.710235 = -2446492.576837
  nChanged 9
		SP:Iteration 159Q (1958.210000 sec): 3 clusters
  Score: Raw -2451347.731074 + Penalty 4852.710235 = -2446495.020839
  nChanged 6
		SP:Iteration 160F (1958.270000 sec): 3 clusters
  Score: Raw -2451348.967480 + Penalty 4852.710235 = -2446496.257246
  nChanged 4
		SP:Iteration 161Q (1958.320000 sec): 3 clusters
  Score: Raw -2451349.466165 + Penalty 4852.710235 = -2446496.755930
  nChanged 2
		SP:Iteration 162Q (1958.370000 sec): 3 clusters
  Score: Raw -2451349.949201 + Penalty 4852.710235 = -2446497.238966
  nChanged 1
		SP:Iteration 163Q (1958.420000 sec): 3 clusters
  Score: Raw -2451350.121986 + Penalty 4852.710235 = -2446497.411752
  nChanged 1
		SP:Iteration 164Q (1958.470000 sec): 3 clusters
  Score: Raw -2451350.513861 + Penalty 4852.710235 = -2446497.803627
  nChanged 1
		SP:Iteration 165Q (1958.530000 sec): 3 clusters
  Score: Raw -2451350.818811 + Penalty 4852.710235 = -2446498.108576
  nChanged 2
		SP:Iteration 166Q (1958.580000 sec): 3 clusters
  Score: Raw -2451351.717830 + Penalty 4852.710235 = -2446499.007595
  nChanged 4
		SP:Iteration 167Q (1958.630000 sec): 3 clusters
  Score: Raw -2451352.442174 + Penalty 4852.710235 = -2446499.731940
  nChanged 5
		SP:Iteration 168Q (1958.680000 sec): 3 clusters
  Score: Raw -2451353.169937 + Penalty 4852.710235 = -2446500.459703
  nChanged 4
		SP:Iteration 169Q (1958.730000 sec): 3 clusters
  Score: Raw -2451353.631135 + Penalty 4852.710235 = -2446500.920900
  nChanged 5
		SP:Iteration 170Q (1958.790000 sec): 3 clusters
  Score: Raw -2451355.291512 + Penalty 4852.710235 = -2446502.581277
  nChanged 2
		SP:Iteration 171Q (1958.840000 sec): 3 clusters
  Score: Raw -2451355.757212 + Penalty 4852.710235 = -2446503.046977
  nChanged 1
		SP:Iteration 172Q (1958.890000 sec): 3 clusters
  Score: Raw -2451355.939438 + Penalty 4852.710235 = -2446503.229203
  nChanged 0
		SP:Iteration 173F (1958.960000 sec): 3 clusters
  Score: Raw -2451355.939438 + Penalty 4852.710235 = -2446503.229203
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1958.990000 sec): 2 clusters
  Score: Raw -1058528.451373 + Penalty 2203.177158 = -1056325.274215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1959.010000 sec): 3 clusters
  Score: Raw -1054830.192629 + Penalty 4406.354315 = -1050423.838314
  nChanged 2906
		SP:Iteration 1F (1959.040000 sec): 3 clusters
  Score: Raw -1056400.408506 + Penalty 4406.354315 = -1051994.054191
  nChanged 500
		SP:Iteration 2F (1959.070000 sec): 3 clusters
  Score: Raw -1056659.245888 + Penalty 4406.354315 = -1052252.891573
  nChanged 354
		SP:Iteration 3Q (1959.090000 sec): 3 clusters
  Score: Raw -1056839.146331 + Penalty 4406.354315 = -1052432.792015
  nChanged 282
		SP:Iteration 4Q (1959.120000 sec): 3 clusters
  Score: Raw -1056953.293057 + Penalty 4406.354315 = -1052546.938741
  nChanged 209
		SP:Iteration 5Q (1959.150000 sec): 3 clusters
  Score: Raw -1057028.325855 + Penalty 4406.354315 = -1052621.971539
  nChanged 170
		SP:Iteration 6Q (1959.170000 sec): 3 clusters
  Score: Raw -1057085.549203 + Penalty 4406.354315 = -1052679.194888
  nChanged 135
		SP:Iteration 7Q (1959.200000 sec): 3 clusters
  Score: Raw -1057131.051251 + Penalty 4406.354315 = -1052724.696936
  nChanged 122
		SP:Iteration 8Q (1959.230000 sec): 3 clusters
  Score: Raw -1057169.723669 + Penalty 4406.354315 = -1052763.369353
  nChanged 94
		SP:Iteration 9Q (1959.250000 sec): 3 clusters
  Score: Raw -1057197.453999 + Penalty 4406.354315 = -1052791.099684
  nChanged 75
		SP:Iteration 10Q (1959.280000 sec): 3 clusters
  Score: Raw -1057218.690600 + Penalty 4406.354315 = -1052812.336285
  nChanged 71
		SP:Iteration 11Q (1959.300000 sec): 3 clusters
  Score: Raw -1057238.180573 + Penalty 4406.354315 = -1052831.826258
  nChanged 69
		SP:Iteration 12Q (1959.330000 sec): 3 clusters
  Score: Raw -1057255.504807 + Penalty 4406.354315 = -1052849.150491
  nChanged 51
		SP:Iteration 13Q (1959.350000 sec): 3 clusters
  Score: Raw -1057269.238076 + Penalty 4406.354315 = -1052862.883761
  nChanged 59
		SP:Iteration 14Q (1959.380000 sec): 3 clusters
  Score: Raw -1057283.660613 + Penalty 4406.354315 = -1052877.306298
  nChanged 53
		SP:Iteration 15Q (1959.410000 sec): 3 clusters
  Score: Raw -1057296.499261 + Penalty 4406.354315 = -1052890.144946
  nChanged 57
		SP:Iteration 16Q (1959.430000 sec): 3 clusters
  Score: Raw -1057313.827047 + Penalty 4406.354315 = -1052907.472732
  nChanged 71
		SP:Iteration 17Q (1959.460000 sec): 3 clusters
  Score: Raw -1057334.137500 + Penalty 4406.354315 = -1052927.783184
  nChanged 65
		SP:Iteration 18Q (1959.490000 sec): 3 clusters
  Score: Raw -1057351.946929 + Penalty 4406.354315 = -1052945.592614
  nChanged 65
		SP:Iteration 19Q (1959.510000 sec): 3 clusters
  Score: Raw -1057372.541275 + Penalty 4406.354315 = -1052966.186960
  nChanged 80
		SP:Iteration 20F (1959.540000 sec): 3 clusters
  Score: Raw -1057400.125555 + Penalty 4406.354315 = -1052993.771240
  nChanged 96
		SP:Iteration 21Q (1959.570000 sec): 3 clusters
  Score: Raw -1057436.131842 + Penalty 4406.354315 = -1053029.777527
  nChanged 104
		SP:Iteration 22Q (1959.590000 sec): 3 clusters
  Score: Raw -1057477.558300 + Penalty 4406.354315 = -1053071.203984
  nChanged 115
		SP:Iteration 23Q (1959.620000 sec): 3 clusters
  Score: Raw -1057524.334284 + Penalty 4406.354315 = -1053117.979969
  nChanged 116
		SP:Iteration 24Q (1959.650000 sec): 3 clusters
  Score: Raw -1057571.767798 + Penalty 4406.354315 = -1053165.413483
  nChanged 128
		SP:Iteration 25Q (1959.670000 sec): 3 clusters
  Score: Raw -1057627.340024 + Penalty 4406.354315 = -1053220.985709
  nChanged 140
		SP:Iteration 26Q (1959.700000 sec): 3 clusters
  Score: Raw -1057706.644406 + Penalty 4406.354315 = -1053300.290091
  nChanged 159
		SP:Iteration 27Q (1959.730000 sec): 3 clusters
  Score: Raw -1057803.161633 + Penalty 4406.354315 = -1053396.807318
  nChanged 187
		SP:Iteration 28Q (1959.750000 sec): 3 clusters
  Score: Raw -1057929.200472 + Penalty 4406.354315 = -1053522.846157
  nChanged 209
		SP:Iteration 29Q (1959.780000 sec): 3 clusters
  Score: Raw -1058071.268159 + Penalty 4406.354315 = -1053664.913844
  nChanged 208
		SP:Iteration 30Q (1959.810000 sec): 3 clusters
  Score: Raw -1058236.821428 + Penalty 4406.354315 = -1053830.467113
  nChanged 211
		SP:Iteration 31Q (1959.830000 sec): 3 clusters
  Score: Raw -1058439.628523 + Penalty 4406.354315 = -1054033.274208
  nChanged 197
		SP:Iteration 32Q (1959.850000 sec): 3 clusters
  Score: Raw -1058630.769120 + Penalty 4406.354315 = -1054224.414805
  nChanged 190
		SP:Iteration 33Q (1959.880000 sec): 3 clusters
  Score: Raw -1058816.406659 + Penalty 4406.354315 = -1054410.052344
  nChanged 160
		SP:Iteration 34Q (1959.910000 sec): 3 clusters
  Score: Raw -1058948.047352 + Penalty 4406.354315 = -1054541.693037
  nChanged 119
		SP:Iteration 35Q (1959.930000 sec): 3 clusters
  Score: Raw -1059048.608004 + Penalty 4406.354315 = -1054642.253688
  nChanged 106
		SP:Iteration 36Q (1959.950000 sec): 3 clusters
  Score: Raw -1059128.980573 + Penalty 4406.354315 = -1054722.626257
  nChanged 97
		SP:Iteration 37Q (1959.970000 sec): 3 clusters
  Score: Raw -1059186.392422 + Penalty 4406.354315 = -1054780.038106
  nChanged 88
		SP:Iteration 38Q (1960.000000 sec): 3 clusters
  Score: Raw -1059235.550373 + Penalty 4406.354315 = -1054829.196058
  nChanged 67
		SP:Iteration 39Q (1960.020000 sec): 3 clusters
  Score: Raw -1059271.156157 + Penalty 4406.354315 = -1054864.801842
  nChanged 55
		SP:Iteration 40F (1960.050000 sec): 3 clusters
  Score: Raw -1059298.642308 + Penalty 4406.354315 = -1054892.287993
  nChanged 43
		SP:Iteration 41Q (1960.070000 sec): 3 clusters
  Score: Raw -1059321.111890 + Penalty 4406.354315 = -1054914.757574
  nChanged 40
		SP:Iteration 42Q (1960.090000 sec): 3 clusters
  Score: Raw -1059338.102743 + Penalty 4406.354315 = -1054931.748428
  nChanged 26
		SP:Iteration 43Q (1960.110000 sec): 3 clusters
  Score: Raw -1059347.638025 + Penalty 4406.354315 = -1054941.283710
  nChanged 23
		SP:Iteration 44Q (1960.130000 sec): 3 clusters
  Score: Raw -1059356.068130 + Penalty 4406.354315 = -1054949.713815
  nChanged 15
		SP:Iteration 45Q (1960.160000 sec): 3 clusters
  Score: Raw -1059360.476913 + Penalty 4406.354315 = -1054954.122598
  nChanged 6
		SP:Iteration 46Q (1960.180000 sec): 3 clusters
  Score: Raw -1059362.946539 + Penalty 4406.354315 = -1054956.592224
  nChanged 9
		SP:Iteration 47Q (1960.200000 sec): 3 clusters
  Score: Raw -1059367.286080 + Penalty 4406.354315 = -1054960.931765
  nChanged 9
		SP:Iteration 48Q (1960.220000 sec): 3 clusters
  Score: Raw -1059370.016366 + Penalty 4406.354315 = -1054963.662051
  nChanged 6
		SP:Iteration 49Q (1960.250000 sec): 3 clusters
  Score: Raw -1059371.636017 + Penalty 4406.354315 = -1054965.281702
  nChanged 4
		SP:Iteration 50Q (1960.270000 sec): 3 clusters
  Score: Raw -1059372.748511 + Penalty 4406.354315 = -1054966.394195
  nChanged 2
		SP:Iteration 51Q (1960.290000 sec): 3 clusters
  Score: Raw -1059373.217174 + Penalty 4406.354315 = -1054966.862858
  nChanged 3
		SP:Iteration 52Q (1960.310000 sec): 3 clusters
  Score: Raw -1059374.235170 + Penalty 4406.354315 = -1054967.880855
  nChanged 1
		SP:Iteration 53Q (1960.330000 sec): 3 clusters
  Score: Raw -1059374.575337 + Penalty 4406.354315 = -1054968.221022
  nChanged 3
		SP:Iteration 54Q (1960.350000 sec): 3 clusters
  Score: Raw -1059375.364356 + Penalty 4406.354315 = -1054969.010041
  nChanged 2
		SP:Iteration 55Q (1960.380000 sec): 3 clusters
  Score: Raw -1059376.065476 + Penalty 4406.354315 = -1054969.711161
  nChanged 1
		SP:Iteration 56Q (1960.400000 sec): 3 clusters
  Score: Raw -1059376.526047 + Penalty 4406.354315 = -1054970.171732
  nChanged 1
		SP:Iteration 57Q (1960.420000 sec): 3 clusters
  Score: Raw -1059376.752800 + Penalty 4406.354315 = -1054970.398485
  nChanged 3
		SP:Iteration 58Q (1960.440000 sec): 3 clusters
  Score: Raw -1059378.146255 + Penalty 4406.354315 = -1054971.791940
  nChanged 1
		SP:Iteration 59Q (1960.470000 sec): 3 clusters
  Score: Raw -1059378.318604 + Penalty 4406.354315 = -1054971.964289
  nChanged 1
		SP:Iteration 60F (1960.490000 sec): 3 clusters
  Score: Raw -1059378.628237 + Penalty 4406.354315 = -1054972.273922
  nChanged 1
		SP:Iteration 61Q (1960.510000 sec): 3 clusters
  Score: Raw -1059378.735753 + Penalty 4406.354315 = -1054972.381438
  nChanged 1
		SP:Iteration 62Q (1960.530000 sec): 3 clusters
  Score: Raw -1059379.157660 + Penalty 4406.354315 = -1054972.803345
  nChanged 1
		SP:Iteration 63Q (1960.560000 sec): 3 clusters
  Score: Raw -1059379.307418 + Penalty 4406.354315 = -1054972.953103
  nChanged 0
		SP:Iteration 64F (1960.580000 sec): 3 clusters
  Score: Raw -1059379.307418 + Penalty 4406.354315 = -1054972.953103
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (100693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1960.930000 sec): 2 clusters
  Score: Raw -14895858.094178 + Penalty 2856.918228 = -14893001.175950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1961.310000 sec): 3 clusters
  Score: Raw -14831372.062873 + Penalty 5713.836455 = -14825658.226418
  nChanged 47597
		SP:Iteration 1F (1961.690000 sec): 3 clusters
  Score: Raw -14858782.137965 + Penalty 5713.836455 = -14853068.301510
  nChanged 3379
		SP:Iteration 2Q (1962.080000 sec): 3 clusters
  Score: Raw -14859612.790111 + Penalty 5713.836455 = -14853898.953655
  nChanged 3610
		SP:Iteration 3Q (1962.470000 sec): 3 clusters
  Score: Raw -14860606.079179 + Penalty 5713.836455 = -14854892.242724
  nChanged 3946
		SP:Iteration 4Q (1962.860000 sec): 3 clusters
  Score: Raw -14861895.962250 + Penalty 5713.836455 = -14856182.125795
  nChanged 4495
		SP:Iteration 5Q (1963.250000 sec): 3 clusters
  Score: Raw -14863652.407255 + Penalty 5713.836455 = -14857938.570800
  nChanged 5284
		SP:Iteration 6F (1963.630000 sec): 3 clusters
  Score: Raw -14866202.351895 + Penalty 5713.836455 = -14860488.515440
  nChanged 6144
		SP:Iteration 7F (1964.010000 sec): 3 clusters
  Score: Raw -14869711.199261 + Penalty 5713.836455 = -14863997.362806
  nChanged 6769
		SP:Iteration 8F (1964.410000 sec): 3 clusters
  Score: Raw -14874139.621988 + Penalty 5713.836455 = -14868425.785533
  nChanged 6831
		SP:Iteration 9F (1964.800000 sec): 3 clusters
  Score: Raw -14879134.374160 + Penalty 5713.836455 = -14873420.537705
  nChanged 6322
		SP:Iteration 10F (1965.210000 sec): 3 clusters
  Score: Raw -14884145.867691 + Penalty 5713.836455 = -14878432.031236
  nChanged 5334
		SP:Iteration 11F (1965.610000 sec): 3 clusters
  Score: Raw -14888630.634755 + Penalty 5713.836455 = -14882916.798300
  nChanged 3857
		SP:Iteration 12Q (1966.010000 sec): 3 clusters
  Score: Raw -14891966.710439 + Penalty 5713.836455 = -14886252.873984
  nChanged 2332
		SP:Iteration 13Q (1966.400000 sec): 3 clusters
  Score: Raw -14894047.923532 + Penalty 5713.836455 = -14888334.087077
  nChanged 1310
		SP:Iteration 14Q (1966.750000 sec): 3 clusters
  Score: Raw -14895243.566616 + Penalty 5713.836455 = -14889529.730161
  nChanged 639
		SP:Iteration 15Q (1967.090000 sec): 3 clusters
  Score: Raw -14895839.592185 + Penalty 5713.836455 = -14890125.755730
  nChanged 312
		SP:Iteration 16Q (1967.400000 sec): 3 clusters
  Score: Raw -14896102.878541 + Penalty 5713.836455 = -14890389.042086
  nChanged 176
		SP:Iteration 17Q (1967.700000 sec): 3 clusters
  Score: Raw -14896247.997238 + Penalty 5713.836455 = -14890534.160783
  nChanged 109
		SP:Iteration 18Q (1967.990000 sec): 3 clusters
  Score: Raw -14896338.409764 + Penalty 5713.836455 = -14890624.573309
  nChanged 87
		SP:Iteration 19Q (1968.310000 sec): 3 clusters
  Score: Raw -14896404.332084 + Penalty 5713.836455 = -14890690.495629
  nChanged 51
		SP:Iteration 20F (1968.720000 sec): 3 clusters
  Score: Raw -14896447.382085 + Penalty 5713.836455 = -14890733.545630
  nChanged 44
		SP:Iteration 21Q (1969.020000 sec): 3 clusters
  Score: Raw -14896472.930135 + Penalty 5713.836455 = -14890759.093680
  nChanged 26
		SP:Iteration 22Q (1969.310000 sec): 3 clusters
  Score: Raw -14896486.891764 + Penalty 5713.836455 = -14890773.055309
  nChanged 14
		SP:Iteration 23Q (1969.600000 sec): 3 clusters
  Score: Raw -14896495.852103 + Penalty 5713.836455 = -14890782.015647
  nChanged 12
		SP:Iteration 24Q (1969.890000 sec): 3 clusters
  Score: Raw -14896502.716220 + Penalty 5713.836455 = -14890788.879765
  nChanged 9
		SP:Iteration 25Q (1970.170000 sec): 3 clusters
  Score: Raw -14896506.855944 + Penalty 5713.836455 = -14890793.019489
  nChanged 6
		SP:Iteration 26Q (1970.460000 sec): 3 clusters
  Score: Raw -14896509.646373 + Penalty 5713.836455 = -14890795.809918
  nChanged 5
		SP:Iteration 27Q (1970.740000 sec): 3 clusters
  Score: Raw -14896510.977997 + Penalty 5713.836455 = -14890797.141542
  nChanged 2
		SP:Iteration 28Q (1971.030000 sec): 3 clusters
  Score: Raw -14896511.395210 + Penalty 5713.836455 = -14890797.558755
  nChanged 1
		SP:Iteration 29Q (1971.310000 sec): 3 clusters
  Score: Raw -14896511.729019 + Penalty 5713.836455 = -14890797.892564
  nChanged 3
		SP:Iteration 30Q (1971.610000 sec): 3 clusters
  Score: Raw -14896512.759566 + Penalty 5713.836455 = -14890798.923111
  nChanged 2
		SP:Iteration 31Q (1971.890000 sec): 3 clusters
  Score: Raw -14896513.713833 + Penalty 5713.836455 = -14890799.877378
  nChanged 1
		SP:Iteration 32Q (1972.180000 sec): 3 clusters
  Score: Raw -14896514.177438 + Penalty 5713.836455 = -14890800.340983
  nChanged 2
		SP:Iteration 33Q (1972.470000 sec): 3 clusters
  Score: Raw -14896515.283914 + Penalty 5713.836455 = -14890801.447459
  nChanged 1
		SP:Iteration 34Q (1972.750000 sec): 3 clusters
  Score: Raw -14896515.577572 + Penalty 5713.836455 = -14890801.741117
  nChanged 1
		SP:Iteration 35Q (1973.040000 sec): 3 clusters
  Score: Raw -14896515.781547 + Penalty 5713.836455 = -14890801.945091
  nChanged 0
		SP:Iteration 36F (1973.440000 sec): 3 clusters
  Score: Raw -14896515.781547 + Penalty 5713.836455 = -14890801.945091
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1973.480000 sec): 2 clusters
  Score: Raw -31826.381350 + Penalty 1381.894200 = -30444.487150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1973.480000 sec): 3 clusters
  Score: Raw -32229.893934 + Penalty 2763.788400 = -29466.105534
  nChanged 59
		SP:Iteration 1F (1973.480000 sec): 3 clusters
  Score: Raw -32492.559244 + Penalty 2763.788400 = -29728.770844
  nChanged 14
		SP:Iteration 2F (1973.480000 sec): 3 clusters
  Score: Raw -32749.686738 + Penalty 2763.788400 = -29985.898338
  nChanged 28
		SP:Iteration 3F (1973.480000 sec): 3 clusters
  Score: Raw -33100.079289 + Penalty 2763.788400 = -30336.290890
  nChanged 9
		SP:Iteration 4Q (1973.490000 sec): 3 clusters
  Score: Raw -33214.082208 + Penalty 2763.788400 = -30450.293809
  nChanged 6
		SP:Iteration 5Q (1973.490000 sec): 3 clusters
  Score: Raw -33334.281318 + Penalty 2763.788400 = -30570.492918
  nChanged 4
		SP:Iteration 6Q (1973.490000 sec): 3 clusters
  Score: Raw -33411.323682 + Penalty 2763.788400 = -30647.535282
  nChanged 2
		SP:Iteration 7Q (1973.490000 sec): 3 clusters
  Score: Raw -33463.808189 + Penalty 2763.788400 = -30700.019789
  nChanged 2
		SP:Iteration 8Q (1973.490000 sec): 3 clusters
  Score: Raw -33480.265127 + Penalty 2763.788400 = -30716.476727
  nChanged 0
		SP:Iteration 9F (1973.490000 sec): 3 clusters
  Score: Raw -33480.265127 + Penalty 2763.788400 = -30716.476727
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 33.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (258709 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1974.400000 sec): 2 clusters
  Score: Raw -38291388.897306 + Penalty 3090.937871 = -38288297.959435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1975.440000 sec): 3 clusters
  Score: Raw -38120605.721041 + Penalty 6181.875742 = -38114423.845299
  nChanged 124845
		SP:Iteration 1F (1976.430000 sec): 3 clusters
  Score: Raw -38194346.825496 + Penalty 6181.875742 = -38188164.949754
  nChanged 7637
		SP:Iteration 2Q (1977.420000 sec): 3 clusters
  Score: Raw -38196242.611422 + Penalty 6181.875742 = -38190060.735680
  nChanged 9777
		SP:Iteration 3Q (1978.410000 sec): 3 clusters
  Score: Raw -38199545.361719 + Penalty 6181.875742 = -38193363.485977
  nChanged 13075
		SP:Iteration 4F (1979.390000 sec): 3 clusters
  Score: Raw -38205592.400142 + Penalty 6181.875742 = -38199410.524400
  nChanged 17482
		SP:Iteration 5F (1980.360000 sec): 3 clusters
  Score: Raw -38216593.078255 + Penalty 6181.875742 = -38210411.202513
  nChanged 22114
		SP:Iteration 6F (1981.330000 sec): 3 clusters
  Score: Raw -38234506.310804 + Penalty 6181.875742 = -38228324.435062
  nChanged 23238
		SP:Iteration 7F (1982.310000 sec): 3 clusters
  Score: Raw -38256520.863503 + Penalty 6181.875742 = -38250338.987761
  nChanged 18741
		SP:Iteration 8F (1983.270000 sec): 3 clusters
  Score: Raw -38275217.999493 + Penalty 6181.875742 = -38269036.123751
  nChanged 10714
		SP:Iteration 9Q (1984.250000 sec): 3 clusters
  Score: Raw -38285748.008862 + Penalty 6181.875742 = -38279566.133120
  nChanged 4427
		SP:Iteration 10Q (1985.130000 sec): 3 clusters
  Score: Raw -38289897.443388 + Penalty 6181.875742 = -38283715.567646
  nChanged 1269
		SP:Iteration 11Q (1985.890000 sec): 3 clusters
  Score: Raw -38291116.789048 + Penalty 6181.875742 = -38284934.913306
  nChanged 319
		SP:Iteration 12Q (1986.620000 sec): 3 clusters
  Score: Raw -38291427.454064 + Penalty 6181.875742 = -38285245.578322
  nChanged 95
		SP:Iteration 13Q (1987.360000 sec): 3 clusters
  Score: Raw -38291563.564094 + Penalty 6181.875742 = -38285381.688352
  nChanged 42
		SP:Iteration 14Q (1988.100000 sec): 3 clusters
  Score: Raw -38291629.336926 + Penalty 6181.875742 = -38285447.461184
  nChanged 23
		SP:Iteration 15Q (1988.830000 sec): 3 clusters
  Score: Raw -38291666.720611 + Penalty 6181.875742 = -38285484.844870
  nChanged 10
		SP:Iteration 16Q (1989.560000 sec): 3 clusters
  Score: Raw -38291676.339257 + Penalty 6181.875742 = -38285494.463516
  nChanged 5
		SP:Iteration 17Q (1990.280000 sec): 3 clusters
  Score: Raw -38291684.296970 + Penalty 6181.875742 = -38285502.421228
  nChanged 4
		SP:Iteration 18Q (1990.980000 sec): 3 clusters
  Score: Raw -38291692.945182 + Penalty 6181.875742 = -38285511.069440
  nChanged 7
		SP:Iteration 19Q (1991.720000 sec): 3 clusters
  Score: Raw -38291705.363893 + Penalty 6181.875742 = -38285523.488151
  nChanged 3
		SP:Iteration 20F (1992.740000 sec): 3 clusters
  Score: Raw -38291709.608561 + Penalty 6181.875742 = -38285527.732819
  nChanged 4
		SP:Iteration 21Q (1993.470000 sec): 3 clusters
  Score: Raw -38291713.972229 + Penalty 6181.875742 = -38285532.096488
  nChanged 3
		SP:Iteration 22Q (1994.190000 sec): 3 clusters
  Score: Raw -38291716.453358 + Penalty 6181.875742 = -38285534.577616
  nChanged 1
		SP:Iteration 23Q (1994.910000 sec): 3 clusters
  Score: Raw -38291718.632814 + Penalty 6181.875742 = -38285536.757073
  nChanged 1
		SP:Iteration 24Q (1995.640000 sec): 3 clusters
  Score: Raw -38291719.439775 + Penalty 6181.875742 = -38285537.564033
  nChanged 0
		SP:Iteration 25F (1996.660000 sec): 3 clusters
  Score: Raw -38291719.439775 + Penalty 6181.875742 = -38285537.564033
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1996.770000 sec): 2 clusters
  Score: Raw -63958.600981 + Penalty 1532.644130 = -62425.956851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1996.770000 sec): 3 clusters
  Score: Raw -63983.818799 + Penalty 3065.288260 = -60918.530539
  nChanged 84
		SP:Iteration 1F (1996.770000 sec): 3 clusters
  Score: Raw -64168.103372 + Penalty 3065.288260 = -61102.815111
  nChanged 18
		SP:Iteration 2Q (1996.770000 sec): 3 clusters
  Score: Raw -64207.971034 + Penalty 3065.288260 = -61142.682774
  nChanged 9
		SP:Iteration 3Q (1996.770000 sec): 3 clusters
  Score: Raw -64247.604451 + Penalty 3065.288260 = -61182.316191
  nChanged 6
		SP:Iteration 4Q (1996.780000 sec): 3 clusters
  Score: Raw -64261.090412 + Penalty 3065.288260 = -61195.802152
  nChanged 4
		SP:Iteration 5Q (1996.780000 sec): 3 clusters
  Score: Raw -64277.341733 + Penalty 3065.288260 = -61212.053472
  nChanged 5
		SP:Iteration 6Q (1996.780000 sec): 3 clusters
  Score: Raw -64291.928165 + Penalty 3065.288260 = -61226.639904
  nChanged 3
		SP:Iteration 7Q (1996.780000 sec): 3 clusters
  Score: Raw -64302.747106 + Penalty 3065.288260 = -61237.458846
  nChanged 2
		SP:Iteration 8Q (1996.780000 sec): 3 clusters
  Score: Raw -64309.881987 + Penalty 3065.288260 = -61244.593727
  nChanged 4
		SP:Iteration 9Q (1996.780000 sec): 3 clusters
  Score: Raw -64338.553094 + Penalty 3065.288260 = -61273.264834
  nChanged 8
		SP:Iteration 10Q (1996.790000 sec): 3 clusters
  Score: Raw -64408.319936 + Penalty 3065.288260 = -61343.031676
  nChanged 2
		SP:Iteration 11Q (1996.790000 sec): 3 clusters
  Score: Raw -64419.302612 + Penalty 3065.288260 = -61354.014351
  nChanged 2
		SP:Iteration 12Q (1996.790000 sec): 3 clusters
  Score: Raw -64422.886808 + Penalty 3065.288260 = -61357.598547
  nChanged 0
		SP:Iteration 13F (1996.790000 sec): 3 clusters
  Score: Raw -64422.886808 + Penalty 3065.288260 = -61357.598547
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (7418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1996.820000 sec): 2 clusters
  Score: Raw -1064373.088989 + Penalty 2210.092860 = -1062162.996129
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1996.850000 sec): 3 clusters
  Score: Raw -1060498.563107 + Penalty 4420.185720 = -1056078.377387
  nChanged 2927
		SP:Iteration 1F (1996.880000 sec): 3 clusters
  Score: Raw -1062056.839149 + Penalty 4420.185720 = -1057636.653429
  nChanged 512
		SP:Iteration 2F (1996.910000 sec): 3 clusters
  Score: Raw -1062315.586179 + Penalty 4420.185720 = -1057895.400459
  nChanged 384
		SP:Iteration 3F (1996.940000 sec): 3 clusters
  Score: Raw -1062512.323579 + Penalty 4420.185720 = -1058092.137859
  nChanged 321
		SP:Iteration 4Q (1996.970000 sec): 3 clusters
  Score: Raw -1062662.798443 + Penalty 4420.185720 = -1058242.612723
  nChanged 289
		SP:Iteration 5Q (1997.000000 sec): 3 clusters
  Score: Raw -1062797.908577 + Penalty 4420.185720 = -1058377.722857
  nChanged 242
		SP:Iteration 6Q (1997.030000 sec): 3 clusters
  Score: Raw -1062908.235224 + Penalty 4420.185720 = -1058488.049504
  nChanged 211
		SP:Iteration 7Q (1997.060000 sec): 3 clusters
  Score: Raw -1062998.081495 + Penalty 4420.185720 = -1058577.895775
  nChanged 180
		SP:Iteration 8Q (1997.090000 sec): 3 clusters
  Score: Raw -1063074.628942 + Penalty 4420.185720 = -1058654.443223
  nChanged 180
		SP:Iteration 9Q (1997.120000 sec): 3 clusters
  Score: Raw -1063154.080215 + Penalty 4420.185720 = -1058733.894495
  nChanged 173
		SP:Iteration 10Q (1997.150000 sec): 3 clusters
  Score: Raw -1063227.153452 + Penalty 4420.185720 = -1058806.967732
  nChanged 180
		SP:Iteration 11Q (1997.180000 sec): 3 clusters
  Score: Raw -1063316.540616 + Penalty 4420.185720 = -1058896.354896
  nChanged 229
		SP:Iteration 12Q (1997.210000 sec): 3 clusters
  Score: Raw -1063457.465658 + Penalty 4420.185720 = -1059037.279938
  nChanged 242
		SP:Iteration 13Q (1997.240000 sec): 3 clusters
  Score: Raw -1063598.855478 + Penalty 4420.185720 = -1059178.669758
  nChanged 249
		SP:Iteration 14Q (1997.270000 sec): 3 clusters
  Score: Raw -1063752.200291 + Penalty 4420.185720 = -1059332.014571
  nChanged 237
		SP:Iteration 15Q (1997.300000 sec): 3 clusters
  Score: Raw -1063907.577752 + Penalty 4420.185720 = -1059487.392032
  nChanged 212
		SP:Iteration 16Q (1997.320000 sec): 3 clusters
  Score: Raw -1064046.691606 + Penalty 4420.185720 = -1059626.505886
  nChanged 193
		SP:Iteration 17Q (1997.360000 sec): 3 clusters
  Score: Raw -1064175.532479 + Penalty 4420.185720 = -1059755.346759
  nChanged 174
		SP:Iteration 18Q (1997.380000 sec): 3 clusters
  Score: Raw -1064289.211307 + Penalty 4420.185720 = -1059869.025587
  nChanged 167
		SP:Iteration 19Q (1997.420000 sec): 3 clusters
  Score: Raw -1064396.425793 + Penalty 4420.185720 = -1059976.240073
  nChanged 145
		SP:Iteration 20F (1997.440000 sec): 3 clusters
  Score: Raw -1064485.607442 + Penalty 4420.185720 = -1060065.421722
  nChanged 143
		SP:Iteration 21Q (1997.470000 sec): 3 clusters
  Score: Raw -1064562.311198 + Penalty 4420.185720 = -1060142.125478
  nChanged 117
		SP:Iteration 22Q (1997.500000 sec): 3 clusters
  Score: Raw -1064615.670689 + Penalty 4420.185720 = -1060195.484969
  nChanged 82
		SP:Iteration 23Q (1997.530000 sec): 3 clusters
  Score: Raw -1064648.537596 + Penalty 4420.185720 = -1060228.351876
  nChanged 69
		SP:Iteration 24Q (1997.560000 sec): 3 clusters
  Score: Raw -1064673.830556 + Penalty 4420.185720 = -1060253.644836
  nChanged 53
		SP:Iteration 25Q (1997.580000 sec): 3 clusters
  Score: Raw -1064692.360823 + Penalty 4420.185720 = -1060272.175103
  nChanged 37
		SP:Iteration 26Q (1997.610000 sec): 3 clusters
  Score: Raw -1064706.376679 + Penalty 4420.185720 = -1060286.190959
  nChanged 33
		SP:Iteration 27Q (1997.640000 sec): 3 clusters
  Score: Raw -1064716.041436 + Penalty 4420.185720 = -1060295.855716
  nChanged 24
		SP:Iteration 28Q (1997.660000 sec): 3 clusters
  Score: Raw -1064722.634955 + Penalty 4420.185720 = -1060302.449235
  nChanged 21
		SP:Iteration 29Q (1997.690000 sec): 3 clusters
  Score: Raw -1064727.739924 + Penalty 4420.185720 = -1060307.554204
  nChanged 11
		SP:Iteration 30Q (1997.720000 sec): 3 clusters
  Score: Raw -1064729.466567 + Penalty 4420.185720 = -1060309.280847
  nChanged 10
		SP:Iteration 31Q (1997.740000 sec): 3 clusters
  Score: Raw -1064731.280864 + Penalty 4420.185720 = -1060311.095144
  nChanged 4
		SP:Iteration 32Q (1997.770000 sec): 3 clusters
  Score: Raw -1064731.921003 + Penalty 4420.185720 = -1060311.735283
  nChanged 3
		SP:Iteration 33Q (1997.800000 sec): 3 clusters
  Score: Raw -1064732.536577 + Penalty 4420.185720 = -1060312.350857
  nChanged 4
		SP:Iteration 34Q (1997.820000 sec): 3 clusters
  Score: Raw -1064733.339951 + Penalty 4420.185720 = -1060313.154231
  nChanged 5
		SP:Iteration 35Q (1997.850000 sec): 3 clusters
  Score: Raw -1064734.241469 + Penalty 4420.185720 = -1060314.055749
  nChanged 8
		SP:Iteration 36Q (1997.880000 sec): 3 clusters
  Score: Raw -1064735.896437 + Penalty 4420.185720 = -1060315.710717
  nChanged 2
		SP:Iteration 37Q (1997.910000 sec): 3 clusters
  Score: Raw -1064736.257178 + Penalty 4420.185720 = -1060316.071458
  nChanged 1
		SP:Iteration 38Q (1997.930000 sec): 3 clusters
  Score: Raw -1064736.415549 + Penalty 4420.185720 = -1060316.229829
  nChanged 2
		SP:Iteration 39Q (1997.960000 sec): 3 clusters
  Score: Raw -1064736.746473 + Penalty 4420.185720 = -1060316.560753
  nChanged 3
		SP:Iteration 40F (1997.990000 sec): 3 clusters
  Score: Raw -1064737.632759 + Penalty 4420.185720 = -1060317.447039
  nChanged 2
		SP:Iteration 41Q (1998.020000 sec): 3 clusters
  Score: Raw -1064738.336293 + Penalty 4420.185720 = -1060318.150573
  nChanged 2
		SP:Iteration 42Q (1998.040000 sec): 3 clusters
  Score: Raw -1064738.582566 + Penalty 4420.185720 = -1060318.396846
  nChanged 2
		SP:Iteration 43Q (1998.070000 sec): 3 clusters
  Score: Raw -1064739.021797 + Penalty 4420.185720 = -1060318.836077
  nChanged 3
		SP:Iteration 44Q (1998.100000 sec): 3 clusters
  Score: Raw -1064739.685437 + Penalty 4420.185720 = -1060319.499717
  nChanged 2
		SP:Iteration 45Q (1998.120000 sec): 3 clusters
  Score: Raw -1064740.254988 + Penalty 4420.185720 = -1060320.069268
  nChanged 1
		SP:Iteration 46Q (1998.150000 sec): 3 clusters
  Score: Raw -1064740.351446 + Penalty 4420.185720 = -1060320.165726
  nChanged 2
		SP:Iteration 47Q (1998.180000 sec): 3 clusters
  Score: Raw -1064740.649621 + Penalty 4420.185720 = -1060320.463901
  nChanged 0
		SP:Iteration 48F (1998.200000 sec): 3 clusters
  Score: Raw -1064740.649621 + Penalty 4420.185720 = -1060320.463901
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1998.210000 sec): 2 clusters
  Score: Raw -44434.578259 + Penalty 1441.904372 = -42992.673887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1998.210000 sec): 3 clusters
  Score: Raw -44591.006584 + Penalty 2883.808744 = -41707.197840
  nChanged 54
		SP:Iteration 1F (1998.220000 sec): 3 clusters
  Score: Raw -44814.961638 + Penalty 2883.808744 = -41931.152894
  nChanged 20
		SP:Iteration 2F (1998.220000 sec): 3 clusters
  Score: Raw -44951.940453 + Penalty 2883.808744 = -42068.131709
  nChanged 13
		SP:Iteration 3Q (1998.220000 sec): 3 clusters
  Score: Raw -45071.722015 + Penalty 2883.808744 = -42187.913271
  nChanged 13
		SP:Iteration 4Q (1998.220000 sec): 3 clusters
  Score: Raw -45219.794848 + Penalty 2883.808744 = -42335.986104
  nChanged 6
		SP:Iteration 5Q (1998.220000 sec): 3 clusters
  Score: Raw -45270.537284 + Penalty 2883.808744 = -42386.728540
  nChanged 7
		SP:Iteration 6Q (1998.220000 sec): 3 clusters
  Score: Raw -45341.812424 + Penalty 2883.808744 = -42458.003680
  nChanged 7
		SP:Iteration 7Q (1998.220000 sec): 3 clusters
  Score: Raw -45499.165322 + Penalty 2883.808744 = -42615.356578
  nChanged 7
		SP:Iteration 8Q (1998.220000 sec): 3 clusters
  Score: Raw -45567.450755 + Penalty 2883.808744 = -42683.642011
  nChanged 2
		SP:Iteration 9Q (1998.220000 sec): 3 clusters
  Score: Raw -45585.912608 + Penalty 2883.808744 = -42702.103864
  nChanged 4
		SP:Iteration 10Q (1998.220000 sec): 3 clusters
  Score: Raw -45718.334339 + Penalty 2883.808744 = -42834.525595
  nChanged 2
		SP:Iteration 11Q (1998.230000 sec): 3 clusters
  Score: Raw -45803.403452 + Penalty 2883.808744 = -42919.594708
  nChanged 1
		SP:Iteration 12Q (1998.230000 sec): 3 clusters
  Score: Raw -45808.698212 + Penalty 2883.808744 = -42924.889469
  nChanged 0
		SP:Iteration 13F (1998.230000 sec): 3 clusters
  Score: Raw -45808.698212 + Penalty 2883.808744 = -42924.889469
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1998.240000 sec): 2 clusters
  Score: Raw -280744.306061 + Penalty 1887.491492 = -278856.814569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1998.240000 sec): 3 clusters
  Score: Raw -280112.897492 + Penalty 3774.982984 = -276337.914508
  nChanged 699
		SP:Iteration 1F (1998.250000 sec): 3 clusters
  Score: Raw -280980.869194 + Penalty 3774.982984 = -277205.886210
  nChanged 261
		SP:Iteration 2F (1998.260000 sec): 3 clusters
  Score: Raw -281398.776364 + Penalty 3774.982984 = -277623.793380
  nChanged 179
		SP:Iteration 3F (1998.270000 sec): 3 clusters
  Score: Raw -281676.538555 + Penalty 3774.982984 = -277901.555571
  nChanged 129
		SP:Iteration 4F (1998.280000 sec): 3 clusters
  Score: Raw -281910.697782 + Penalty 3774.982984 = -278135.714798
  nChanged 94
		SP:Iteration 5Q (1998.280000 sec): 3 clusters
  Score: Raw -282159.394248 + Penalty 3774.982984 = -278384.411264
  nChanged 77
		SP:Iteration 6Q (1998.290000 sec): 3 clusters
  Score: Raw -282356.184432 + Penalty 3774.982984 = -278581.201448
  nChanged 57
		SP:Iteration 7Q (1998.300000 sec): 3 clusters
  Score: Raw -282473.084117 + Penalty 3774.982984 = -278698.101133
  nChanged 36
		SP:Iteration 8Q (1998.310000 sec): 3 clusters
  Score: Raw -282513.930518 + Penalty 3774.982984 = -278738.947534
  nChanged 17
		SP:Iteration 9Q (1998.320000 sec): 3 clusters
  Score: Raw -282534.017632 + Penalty 3774.982984 = -278759.034648
  nChanged 7
		SP:Iteration 10Q (1998.320000 sec): 3 clusters
  Score: Raw -282543.099768 + Penalty 3774.982984 = -278768.116784
  nChanged 1
		SP:Iteration 11Q (1998.330000 sec): 3 clusters
  Score: Raw -282543.437020 + Penalty 3774.982984 = -278768.454036
  nChanged 0
		SP:Iteration 12F (1998.340000 sec): 3 clusters
  Score: Raw -282543.437020 + Penalty 3774.982984 = -278768.454036
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (20609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1998.420000 sec): 2 clusters
  Score: Raw -2892756.496196 + Penalty 2463.503822 = -2890292.992374
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1998.500000 sec): 3 clusters
  Score: Raw -2880775.191641 + Penalty 4927.007644 = -2875848.183997
  nChanged 9077
		SP:Iteration 1F (1998.580000 sec): 3 clusters
  Score: Raw -2885895.824823 + Penalty 4927.007644 = -2880968.817179
  nChanged 1145
		SP:Iteration 2F (1998.670000 sec): 3 clusters
  Score: Raw -2886394.461819 + Penalty 4927.007644 = -2881467.454175
  nChanged 1019
		SP:Iteration 3Q (1998.750000 sec): 3 clusters
  Score: Raw -2886827.653948 + Penalty 4927.007644 = -2881900.646304
  nChanged 928
		SP:Iteration 4Q (1998.840000 sec): 3 clusters
  Score: Raw -2887222.112589 + Penalty 4927.007644 = -2882295.104945
  nChanged 916
		SP:Iteration 5Q (1998.920000 sec): 3 clusters
  Score: Raw -2887640.742239 + Penalty 4927.007644 = -2882713.734595
  nChanged 929
		SP:Iteration 6Q (1999.010000 sec): 3 clusters
  Score: Raw -2888098.523381 + Penalty 4927.007644 = -2883171.515737
  nChanged 948
		SP:Iteration 7Q (1999.090000 sec): 3 clusters
  Score: Raw -2888578.161791 + Penalty 4927.007644 = -2883651.154148
  nChanged 939
		SP:Iteration 8Q (1999.180000 sec): 3 clusters
  Score: Raw -2889080.930773 + Penalty 4927.007644 = -2884153.923129
  nChanged 944
		SP:Iteration 9Q (1999.260000 sec): 3 clusters
  Score: Raw -2889624.904768 + Penalty 4927.007644 = -2884697.897124
  nChanged 865
		SP:Iteration 10Q (1999.350000 sec): 3 clusters
  Score: Raw -2890189.625773 + Penalty 4927.007644 = -2885262.618130
  nChanged 804
		SP:Iteration 11Q (1999.430000 sec): 3 clusters
  Score: Raw -2890889.907447 + Penalty 4927.007644 = -2885962.899804
  nChanged 762
		SP:Iteration 12Q (1999.520000 sec): 3 clusters
  Score: Raw -2891632.310465 + Penalty 4927.007644 = -2886705.302821
  nChanged 654
		SP:Iteration 13Q (1999.600000 sec): 3 clusters
  Score: Raw -2892224.344159 + Penalty 4927.007644 = -2887297.336516
  nChanged 540
		SP:Iteration 14Q (1999.680000 sec): 3 clusters
  Score: Raw -2892577.464525 + Penalty 4927.007644 = -2887650.456881
  nChanged 387
		SP:Iteration 15Q (1999.760000 sec): 3 clusters
  Score: Raw -2892794.860663 + Penalty 4927.007644 = -2887867.853020
  nChanged 312
		SP:Iteration 16Q (1999.830000 sec): 3 clusters
  Score: Raw -2892936.005119 + Penalty 4927.007644 = -2888008.997476
  nChanged 215
		SP:Iteration 17Q (1999.900000 sec): 3 clusters
  Score: Raw -2893017.677920 + Penalty 4927.007644 = -2888090.670276
  nChanged 168
		SP:Iteration 18Q (1999.980000 sec): 3 clusters
  Score: Raw -2893072.753757 + Penalty 4927.007644 = -2888145.746113
  nChanged 129
		SP:Iteration 19Q (2000.050000 sec): 3 clusters
  Score: Raw -2893108.637474 + Penalty 4927.007644 = -2888181.629830
  nChanged 90
		SP:Iteration 20F (2000.130000 sec): 3 clusters
  Score: Raw -2893133.616876 + Penalty 4927.007644 = -2888206.609232
  nChanged 97
		SP:Iteration 21Q (2000.200000 sec): 3 clusters
  Score: Raw -2893156.152147 + Penalty 4927.007644 = -2888229.144503
  nChanged 68
		SP:Iteration 22Q (2000.270000 sec): 3 clusters
  Score: Raw -2893170.233178 + Penalty 4927.007644 = -2888243.225535
  nChanged 66
		SP:Iteration 23Q (2000.340000 sec): 3 clusters
  Score: Raw -2893184.791436 + Penalty 4927.007644 = -2888257.783792
  nChanged 58
		SP:Iteration 24Q (2000.420000 sec): 3 clusters
  Score: Raw -2893196.286492 + Penalty 4927.007644 = -2888269.278848
  nChanged 50
		SP:Iteration 25Q (2000.490000 sec): 3 clusters
  Score: Raw -2893204.217241 + Penalty 4927.007644 = -2888277.209598
  nChanged 25
		SP:Iteration 26Q (2000.560000 sec): 3 clusters
  Score: Raw -2893207.220101 + Penalty 4927.007644 = -2888280.212457
  nChanged 16
		SP:Iteration 27Q (2000.630000 sec): 3 clusters
  Score: Raw -2893209.336548 + Penalty 4927.007644 = -2888282.328905
  nChanged 13
		SP:Iteration 28Q (2000.700000 sec): 3 clusters
  Score: Raw -2893210.990128 + Penalty 4927.007644 = -2888283.982484
  nChanged 14
		SP:Iteration 29Q (2000.770000 sec): 3 clusters
  Score: Raw -2893212.502610 + Penalty 4927.007644 = -2888285.494967
  nChanged 9
		SP:Iteration 30Q (2000.840000 sec): 3 clusters
  Score: Raw -2893213.617271 + Penalty 4927.007644 = -2888286.609627
  nChanged 10
		SP:Iteration 31Q (2000.910000 sec): 3 clusters
  Score: Raw -2893214.754834 + Penalty 4927.007644 = -2888287.747190
  nChanged 6
		SP:Iteration 32Q (2000.980000 sec): 3 clusters
  Score: Raw -2893215.318923 + Penalty 4927.007644 = -2888288.311280
  nChanged 10
		SP:Iteration 33Q (2001.050000 sec): 3 clusters
  Score: Raw -2893216.728161 + Penalty 4927.007644 = -2888289.720518
  nChanged 7
		SP:Iteration 34Q (2001.120000 sec): 3 clusters
  Score: Raw -2893217.567029 + Penalty 4927.007644 = -2888290.559385
  nChanged 8
		SP:Iteration 35Q (2001.190000 sec): 3 clusters
  Score: Raw -2893218.778027 + Penalty 4927.007644 = -2888291.770384
  nChanged 8
		SP:Iteration 36Q (2001.260000 sec): 3 clusters
  Score: Raw -2893219.761094 + Penalty 4927.007644 = -2888292.753450
  nChanged 5
		SP:Iteration 37Q (2001.330000 sec): 3 clusters
  Score: Raw -2893220.315995 + Penalty 4927.007644 = -2888293.308351
  nChanged 7
		SP:Iteration 38Q (2001.400000 sec): 3 clusters
  Score: Raw -2893221.217140 + Penalty 4927.007644 = -2888294.209496
  nChanged 7
		SP:Iteration 39Q (2001.470000 sec): 3 clusters
  Score: Raw -2893222.226703 + Penalty 4927.007644 = -2888295.219059
  nChanged 11
		SP:Iteration 40F (2001.550000 sec): 3 clusters
  Score: Raw -2893223.288068 + Penalty 4927.007644 = -2888296.280424
  nChanged 8
		SP:Iteration 41Q (2001.620000 sec): 3 clusters
  Score: Raw -2893224.495817 + Penalty 4927.007644 = -2888297.488174
  nChanged 9
		SP:Iteration 42Q (2001.690000 sec): 3 clusters
  Score: Raw -2893226.201089 + Penalty 4927.007644 = -2888299.193446
  nChanged 11
		SP:Iteration 43Q (2001.760000 sec): 3 clusters
  Score: Raw -2893227.518603 + Penalty 4927.007644 = -2888300.510959
  nChanged 13
		SP:Iteration 44Q (2001.830000 sec): 3 clusters
  Score: Raw -2893228.874823 + Penalty 4927.007644 = -2888301.867180
  nChanged 7
		SP:Iteration 45Q (2001.900000 sec): 3 clusters
  Score: Raw -2893229.588307 + Penalty 4927.007644 = -2888302.580664
  nChanged 9
		SP:Iteration 46Q (2001.970000 sec): 3 clusters
  Score: Raw -2893230.657190 + Penalty 4927.007644 = -2888303.649546
  nChanged 7
		SP:Iteration 47Q (2002.040000 sec): 3 clusters
  Score: Raw -2893231.351117 + Penalty 4927.007644 = -2888304.343473
  nChanged 2
		SP:Iteration 48Q (2002.110000 sec): 3 clusters
  Score: Raw -2893231.477405 + Penalty 4927.007644 = -2888304.469761
  nChanged 2
		SP:Iteration 49Q (2002.180000 sec): 3 clusters
  Score: Raw -2893231.723631 + Penalty 4927.007644 = -2888304.715987
  nChanged 4
		SP:Iteration 50Q (2002.250000 sec): 3 clusters
  Score: Raw -2893232.603599 + Penalty 4927.007644 = -2888305.595956
  nChanged 7
		SP:Iteration 51Q (2002.320000 sec): 3 clusters
  Score: Raw -2893233.338520 + Penalty 4927.007644 = -2888306.330876
  nChanged 8
		SP:Iteration 52Q (2002.390000 sec): 3 clusters
  Score: Raw -2893234.332365 + Penalty 4927.007644 = -2888307.324721
  nChanged 6
		SP:Iteration 53Q (2002.460000 sec): 3 clusters
  Score: Raw -2893235.163330 + Penalty 4927.007644 = -2888308.155687
  nChanged 4
		SP:Iteration 54Q (2002.530000 sec): 3 clusters
  Score: Raw -2893235.404502 + Penalty 4927.007644 = -2888308.396858
  nChanged 2
		SP:Iteration 55Q (2002.600000 sec): 3 clusters
  Score: Raw -2893235.671173 + Penalty 4927.007644 = -2888308.663530
  nChanged 2
		SP:Iteration 56Q (2002.660000 sec): 3 clusters
  Score: Raw -2893235.794846 + Penalty 4927.007644 = -2888308.787202
  nChanged 1
		SP:Iteration 57Q (2002.730000 sec): 3 clusters
  Score: Raw -2893235.864472 + Penalty 4927.007644 = -2888308.856829
  nChanged 0
		SP:Iteration 58F (2002.820000 sec): 3 clusters
  Score: Raw -2893235.864472 + Penalty 4927.007644 = -2888308.856829
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (42763 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2002.970000 sec): 2 clusters
  Score: Raw -6598290.017478 + Penalty 2644.530273 = -6595645.487205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2003.150000 sec): 3 clusters
  Score: Raw -6571944.341942 + Penalty 5289.060547 = -6566655.281395
  nChanged 19675
		SP:Iteration 1F (2003.320000 sec): 3 clusters
  Score: Raw -6582700.926892 + Penalty 5289.060547 = -6577411.866346
  nChanged 1778
		SP:Iteration 2Q (2003.500000 sec): 3 clusters
  Score: Raw -6583205.305794 + Penalty 5289.060547 = -6577916.245247
  nChanged 1659
		SP:Iteration 3Q (2003.680000 sec): 3 clusters
  Score: Raw -6583679.914402 + Penalty 5289.060547 = -6578390.853855
  nChanged 1579
		SP:Iteration 4Q (2003.860000 sec): 3 clusters
  Score: Raw -6584157.551412 + Penalty 5289.060547 = -6578868.490865
  nChanged 1565
		SP:Iteration 5Q (2004.030000 sec): 3 clusters
  Score: Raw -6584673.784492 + Penalty 5289.060547 = -6579384.723945
  nChanged 1566
		SP:Iteration 6Q (2004.210000 sec): 3 clusters
  Score: Raw -6585233.954647 + Penalty 5289.060547 = -6579944.894101
  nChanged 1607
		SP:Iteration 7Q (2004.390000 sec): 3 clusters
  Score: Raw -6585895.471531 + Penalty 5289.060547 = -6580606.410984
  nChanged 1714
		SP:Iteration 8Q (2004.560000 sec): 3 clusters
  Score: Raw -6586764.909896 + Penalty 5289.060547 = -6581475.849349
  nChanged 1908
		SP:Iteration 9Q (2004.740000 sec): 3 clusters
  Score: Raw -6587839.950793 + Penalty 5289.060547 = -6582550.890246
  nChanged 1998
		SP:Iteration 10Q (2004.920000 sec): 3 clusters
  Score: Raw -6589103.194131 + Penalty 5289.060547 = -6583814.133585
  nChanged 2060
		SP:Iteration 11Q (2005.090000 sec): 3 clusters
  Score: Raw -6590388.947115 + Penalty 5289.060547 = -6585099.886568
  nChanged 1933
		SP:Iteration 12Q (2005.270000 sec): 3 clusters
  Score: Raw -6591483.720005 + Penalty 5289.060547 = -6586194.659458
  nChanged 1717
		SP:Iteration 13Q (2005.440000 sec): 3 clusters
  Score: Raw -6592350.088838 + Penalty 5289.060547 = -6587061.028292
  nChanged 1462
		SP:Iteration 14Q (2005.610000 sec): 3 clusters
  Score: Raw -6593019.056397 + Penalty 5289.060547 = -6587729.995850
  nChanged 1303
		SP:Iteration 15Q (2005.780000 sec): 3 clusters
  Score: Raw -6593603.180668 + Penalty 5289.060547 = -6588314.120121
  nChanged 1266
		SP:Iteration 16Q (2005.940000 sec): 3 clusters
  Score: Raw -6594200.292825 + Penalty 5289.060547 = -6588911.232278
  nChanged 1224
		SP:Iteration 17Q (2006.100000 sec): 3 clusters
  Score: Raw -6594804.239951 + Penalty 5289.060547 = -6589515.179404
  nChanged 1211
		SP:Iteration 18Q (2006.260000 sec): 3 clusters
  Score: Raw -6595428.809880 + Penalty 5289.060547 = -6590139.749333
  nChanged 1137
		SP:Iteration 19Q (2006.420000 sec): 3 clusters
  Score: Raw -6596024.155592 + Penalty 5289.060547 = -6590735.095045
  nChanged 984
		SP:Iteration 20F (2006.590000 sec): 3 clusters
  Score: Raw -6596559.834855 + Penalty 5289.060547 = -6591270.774309
  nChanged 856
		SP:Iteration 21Q (2006.740000 sec): 3 clusters
  Score: Raw -6597044.746906 + Penalty 5289.060547 = -6591755.686359
  nChanged 758
		SP:Iteration 22Q (2006.880000 sec): 3 clusters
  Score: Raw -6597494.822111 + Penalty 5289.060547 = -6592205.761565
  nChanged 580
		SP:Iteration 23Q (2007.020000 sec): 3 clusters
  Score: Raw -6597855.935873 + Penalty 5289.060547 = -6592566.875326
  nChanged 446
		SP:Iteration 24Q (2007.160000 sec): 3 clusters
  Score: Raw -6598137.911724 + Penalty 5289.060547 = -6592848.851177
  nChanged 325
		SP:Iteration 25Q (2007.290000 sec): 3 clusters
  Score: Raw -6598335.725464 + Penalty 5289.060547 = -6593046.664918
  nChanged 240
		SP:Iteration 26Q (2007.420000 sec): 3 clusters
  Score: Raw -6598479.092879 + Penalty 5289.060547 = -6593190.032332
  nChanged 179
		SP:Iteration 27Q (2007.560000 sec): 3 clusters
  Score: Raw -6598584.925115 + Penalty 5289.060547 = -6593295.864568
  nChanged 135
		SP:Iteration 28Q (2007.690000 sec): 3 clusters
  Score: Raw -6598668.711340 + Penalty 5289.060547 = -6593379.650794
  nChanged 104
		SP:Iteration 29Q (2007.820000 sec): 3 clusters
  Score: Raw -6598736.604353 + Penalty 5289.060547 = -6593447.543806
  nChanged 90
		SP:Iteration 30Q (2007.940000 sec): 3 clusters
  Score: Raw -6598797.228736 + Penalty 5289.060547 = -6593508.168190
  nChanged 81
		SP:Iteration 31Q (2008.070000 sec): 3 clusters
  Score: Raw -6598854.059745 + Penalty 5289.060547 = -6593564.999199
  nChanged 62
		SP:Iteration 32Q (2008.200000 sec): 3 clusters
  Score: Raw -6598897.407892 + Penalty 5289.060547 = -6593608.347345
  nChanged 49
		SP:Iteration 33Q (2008.320000 sec): 3 clusters
  Score: Raw -6598940.769489 + Penalty 5289.060547 = -6593651.708943
  nChanged 50
		SP:Iteration 34Q (2008.450000 sec): 3 clusters
  Score: Raw -6598981.093324 + Penalty 5289.060547 = -6593692.032777
  nChanged 49
		SP:Iteration 35Q (2008.570000 sec): 3 clusters
  Score: Raw -6599024.383962 + Penalty 5289.060547 = -6593735.323415
  nChanged 40
		SP:Iteration 36Q (2008.700000 sec): 3 clusters
  Score: Raw -6599058.185340 + Penalty 5289.060547 = -6593769.124794
  nChanged 40
		SP:Iteration 37Q (2008.820000 sec): 3 clusters
  Score: Raw -6599094.347923 + Penalty 5289.060547 = -6593805.287376
  nChanged 47
		SP:Iteration 38Q (2008.940000 sec): 3 clusters
  Score: Raw -6599137.571489 + Penalty 5289.060547 = -6593848.510942
  nChanged 37
		SP:Iteration 39Q (2009.070000 sec): 3 clusters
  Score: Raw -6599170.357837 + Penalty 5289.060547 = -6593881.297290
  nChanged 30
		SP:Iteration 40F (2009.240000 sec): 3 clusters
  Score: Raw -6599221.137070 + Penalty 5289.060547 = -6593932.076523
  nChanged 39
		SP:Iteration 41Q (2009.360000 sec): 3 clusters
  Score: Raw -6599270.476647 + Penalty 5289.060547 = -6593981.416101
  nChanged 43
		SP:Iteration 42Q (2009.480000 sec): 3 clusters
  Score: Raw -6599321.410146 + Penalty 5289.060547 = -6594032.349599
  nChanged 49
		SP:Iteration 43Q (2009.600000 sec): 3 clusters
  Score: Raw -6599387.779736 + Penalty 5289.060547 = -6594098.719190
  nChanged 41
		SP:Iteration 44Q (2009.730000 sec): 3 clusters
  Score: Raw -6599441.201773 + Penalty 5289.060547 = -6594152.141226
  nChanged 30
		SP:Iteration 45Q (2009.850000 sec): 3 clusters
  Score: Raw -6599483.701686 + Penalty 5289.060547 = -6594194.641139
  nChanged 20
		SP:Iteration 46Q (2009.970000 sec): 3 clusters
  Score: Raw -6599512.056741 + Penalty 5289.060547 = -6594222.996194
  nChanged 25
		SP:Iteration 47Q (2010.090000 sec): 3 clusters
  Score: Raw -6599553.742429 + Penalty 5289.060547 = -6594264.681882
  nChanged 23
		SP:Iteration 48Q (2010.210000 sec): 3 clusters
  Score: Raw -6599582.420395 + Penalty 5289.060547 = -6594293.359848
  nChanged 14
		SP:Iteration 49Q (2010.340000 sec): 3 clusters
  Score: Raw -6599603.197650 + Penalty 5289.060547 = -6594314.137103
  nChanged 11
		SP:Iteration 50Q (2010.460000 sec): 3 clusters
  Score: Raw -6599623.568308 + Penalty 5289.060547 = -6594334.507761
  nChanged 5
		SP:Iteration 51Q (2010.580000 sec): 3 clusters
  Score: Raw -6599630.602803 + Penalty 5289.060547 = -6594341.542256
  nChanged 6
		SP:Iteration 52Q (2010.700000 sec): 3 clusters
  Score: Raw -6599636.834646 + Penalty 5289.060547 = -6594347.774099
  nChanged 3
		SP:Iteration 53Q (2010.820000 sec): 3 clusters
  Score: Raw -6599642.749869 + Penalty 5289.060547 = -6594353.689322
  nChanged 2
		SP:Iteration 54Q (2010.940000 sec): 3 clusters
  Score: Raw -6599645.149825 + Penalty 5289.060547 = -6594356.089278
  nChanged 1
		SP:Iteration 55Q (2011.060000 sec): 3 clusters
  Score: Raw -6599646.273200 + Penalty 5289.060547 = -6594357.212654
  nChanged 0
		SP:Iteration 56F (2011.220000 sec): 3 clusters
  Score: Raw -6599647.313885 + Penalty 5289.060547 = -6594358.253338
  nChanged 1
		SP:Iteration 57Q (2011.340000 sec): 3 clusters
  Score: Raw -6599647.953923 + Penalty 5289.060547 = -6594358.893376
  nChanged 0
		SP:Iteration 58F (2011.520000 sec): 3 clusters
  Score: Raw -6599647.953923 + Penalty 5289.060547 = -6594358.893376
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119965 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2011.940000 sec): 2 clusters
  Score: Raw -17483351.979701 + Penalty 2900.348918 = -17480451.630783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2012.430000 sec): 3 clusters
  Score: Raw -17406003.874056 + Penalty 5800.697835 = -17400203.176221
  nChanged 57081
		SP:Iteration 1F (2012.920000 sec): 3 clusters
  Score: Raw -17439752.677004 + Penalty 5800.697835 = -17433951.979169
  nChanged 5138
		SP:Iteration 2Q (2013.410000 sec): 3 clusters
  Score: Raw -17441643.703377 + Penalty 5800.697835 = -17435843.005542
  nChanged 6120
		SP:Iteration 3F (2013.900000 sec): 3 clusters
  Score: Raw -17444439.826962 + Penalty 5800.697835 = -17438639.129127
  nChanged 7106
		SP:Iteration 4F (2014.380000 sec): 3 clusters
  Score: Raw -17448321.318847 + Penalty 5800.697835 = -17442520.621012
  nChanged 7705
		SP:Iteration 5F (2014.860000 sec): 3 clusters
  Score: Raw -17452802.230789 + Penalty 5800.697835 = -17447001.532954
  nChanged 7565
		SP:Iteration 6F (2015.350000 sec): 3 clusters
  Score: Raw -17457365.547453 + Penalty 5800.697835 = -17451564.849618
  nChanged 6942
		SP:Iteration 7F (2015.840000 sec): 3 clusters
  Score: Raw -17461525.591094 + Penalty 5800.697835 = -17455724.893259
  nChanged 5975
		SP:Iteration 8Q (2016.330000 sec): 3 clusters
  Score: Raw -17465136.644304 + Penalty 5800.697835 = -17459335.946469
  nChanged 5185
		SP:Iteration 9Q (2016.810000 sec): 3 clusters
  Score: Raw -17468466.237553 + Penalty 5800.697835 = -17462665.539718
  nChanged 4505
		SP:Iteration 10Q (2017.300000 sec): 3 clusters
  Score: Raw -17471411.625271 + Penalty 5800.697835 = -17465610.927436
  nChanged 3841
		SP:Iteration 11Q (2017.760000 sec): 3 clusters
  Score: Raw -17474051.836169 + Penalty 5800.697835 = -17468251.138334
  nChanged 3256
		SP:Iteration 12Q (2018.210000 sec): 3 clusters
  Score: Raw -17476378.878276 + Penalty 5800.697835 = -17470578.180441
  nChanged 2569
		SP:Iteration 13Q (2018.640000 sec): 3 clusters
  Score: Raw -17478168.762328 + Penalty 5800.697835 = -17472368.064493
  nChanged 2072
		SP:Iteration 14Q (2019.050000 sec): 3 clusters
  Score: Raw -17479619.006711 + Penalty 5800.697835 = -17473818.308876
  nChanged 1656
		SP:Iteration 15Q (2019.440000 sec): 3 clusters
  Score: Raw -17480770.628086 + Penalty 5800.697835 = -17474969.930251
  nChanged 1302
		SP:Iteration 16Q (2019.820000 sec): 3 clusters
  Score: Raw -17481636.220921 + Penalty 5800.697835 = -17475835.523086
  nChanged 900
		SP:Iteration 17Q (2020.190000 sec): 3 clusters
  Score: Raw -17482226.577703 + Penalty 5800.697835 = -17476425.879868
  nChanged 704
		SP:Iteration 18Q (2020.550000 sec): 3 clusters
  Score: Raw -17482703.025290 + Penalty 5800.697835 = -17476902.327455
  nChanged 463
		SP:Iteration 19Q (2020.910000 sec): 3 clusters
  Score: Raw -17483003.985491 + Penalty 5800.697835 = -17477203.287656
  nChanged 329
		SP:Iteration 20F (2021.390000 sec): 3 clusters
  Score: Raw -17483224.493698 + Penalty 5800.697835 = -17477423.795863
  nChanged 237
		SP:Iteration 21Q (2021.740000 sec): 3 clusters
  Score: Raw -17483361.673579 + Penalty 5800.697835 = -17477560.975744
  nChanged 175
		SP:Iteration 22Q (2022.090000 sec): 3 clusters
  Score: Raw -17483462.246049 + Penalty 5800.697835 = -17477661.548214
  nChanged 134
		SP:Iteration 23Q (2022.430000 sec): 3 clusters
  Score: Raw -17483528.041345 + Penalty 5800.697835 = -17477727.343510
  nChanged 92
		SP:Iteration 24Q (2022.780000 sec): 3 clusters
  Score: Raw -17483570.008544 + Penalty 5800.697835 = -17477769.310709
  nChanged 67
		SP:Iteration 25Q (2023.130000 sec): 3 clusters
  Score: Raw -17483600.363486 + Penalty 5800.697835 = -17477799.665651
  nChanged 43
		SP:Iteration 26Q (2023.470000 sec): 3 clusters
  Score: Raw -17483619.456392 + Penalty 5800.697835 = -17477818.758557
  nChanged 38
		SP:Iteration 27Q (2023.820000 sec): 3 clusters
  Score: Raw -17483635.244602 + Penalty 5800.697835 = -17477834.546767
  nChanged 31
		SP:Iteration 28Q (2024.170000 sec): 3 clusters
  Score: Raw -17483648.166992 + Penalty 5800.697835 = -17477847.469157
  nChanged 20
		SP:Iteration 29Q (2024.510000 sec): 3 clusters
  Score: Raw -17483655.650796 + Penalty 5800.697835 = -17477854.952961
  nChanged 24
		SP:Iteration 30Q (2024.850000 sec): 3 clusters
  Score: Raw -17483665.094208 + Penalty 5800.697835 = -17477864.396373
  nChanged 18
		SP:Iteration 31Q (2025.200000 sec): 3 clusters
  Score: Raw -17483671.743267 + Penalty 5800.697835 = -17477871.045432
  nChanged 16
		SP:Iteration 32Q (2025.540000 sec): 3 clusters
  Score: Raw -17483679.097813 + Penalty 5800.697835 = -17477878.399978
  nChanged 19
		SP:Iteration 33Q (2025.890000 sec): 3 clusters
  Score: Raw -17483687.352037 + Penalty 5800.697835 = -17477886.654202
  nChanged 23
		SP:Iteration 34Q (2026.230000 sec): 3 clusters
  Score: Raw -17483698.331721 + Penalty 5800.697835 = -17477897.633886
  nChanged 23
		SP:Iteration 35Q (2026.570000 sec): 3 clusters
  Score: Raw -17483709.070185 + Penalty 5800.697835 = -17477908.372350
  nChanged 26
		SP:Iteration 36Q (2026.910000 sec): 3 clusters
  Score: Raw -17483721.483228 + Penalty 5800.697835 = -17477920.785393
  nChanged 21
		SP:Iteration 37Q (2027.250000 sec): 3 clusters
  Score: Raw -17483731.065161 + Penalty 5800.697835 = -17477930.367326
  nChanged 16
		SP:Iteration 38Q (2027.600000 sec): 3 clusters
  Score: Raw -17483737.627480 + Penalty 5800.697835 = -17477936.929645
  nChanged 10
		SP:Iteration 39Q (2027.940000 sec): 3 clusters
  Score: Raw -17483741.805756 + Penalty 5800.697835 = -17477941.107921
  nChanged 12
		SP:Iteration 40F (2028.420000 sec): 3 clusters
  Score: Raw -17483747.755574 + Penalty 5800.697835 = -17477947.057739
  nChanged 7
		SP:Iteration 41Q (2028.760000 sec): 3 clusters
  Score: Raw -17483751.318942 + Penalty 5800.697835 = -17477950.621107
  nChanged 6
		SP:Iteration 42Q (2029.110000 sec): 3 clusters
  Score: Raw -17483753.445247 + Penalty 5800.697835 = -17477952.747412
  nChanged 5
		SP:Iteration 43Q (2029.450000 sec): 3 clusters
  Score: Raw -17483755.558888 + Penalty 5800.697835 = -17477954.861053
  nChanged 5
		SP:Iteration 44Q (2029.790000 sec): 3 clusters
  Score: Raw -17483757.752075 + Penalty 5800.697835 = -17477957.054240
  nChanged 3
		SP:Iteration 45Q (2030.140000 sec): 3 clusters
  Score: Raw -17483759.729115 + Penalty 5800.697835 = -17477959.031280
  nChanged 3
		SP:Iteration 46Q (2030.480000 sec): 3 clusters
  Score: Raw -17483760.577013 + Penalty 5800.697835 = -17477959.879178
  nChanged 0
		SP:Iteration 47F (2030.960000 sec): 3 clusters
  Score: Raw -17483760.577013 + Penalty 5800.697835 = -17477959.879178
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11717 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2031.040000 sec): 2 clusters
  Score: Raw -1787233.162472 + Penalty 2323.461422 = -1784909.701049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2031.090000 sec): 3 clusters
  Score: Raw -1780792.892654 + Penalty 4646.922845 = -1776145.969810
  nChanged 4910
		SP:Iteration 1F (2031.130000 sec): 3 clusters
  Score: Raw -1783313.337256 + Penalty 4646.922845 = -1778666.414411
  nChanged 736
		SP:Iteration 2F (2031.180000 sec): 3 clusters
  Score: Raw -1783608.925093 + Penalty 4646.922845 = -1778962.002249
  nChanged 539
		SP:Iteration 3Q (2031.230000 sec): 3 clusters
  Score: Raw -1783822.956275 + Penalty 4646.922845 = -1779176.033431
  nChanged 476
		SP:Iteration 4Q (2031.270000 sec): 3 clusters
  Score: Raw -1783988.298296 + Penalty 4646.922845 = -1779341.375452
  nChanged 348
		SP:Iteration 5Q (2031.320000 sec): 3 clusters
  Score: Raw -1784107.756905 + Penalty 4646.922845 = -1779460.834060
  nChanged 330
		SP:Iteration 6Q (2031.360000 sec): 3 clusters
  Score: Raw -1784218.355761 + Penalty 4646.922845 = -1779571.432916
  nChanged 284
		SP:Iteration 7Q (2031.410000 sec): 3 clusters
  Score: Raw -1784322.962813 + Penalty 4646.922845 = -1779676.039968
  nChanged 301
		SP:Iteration 8Q (2031.460000 sec): 3 clusters
  Score: Raw -1784447.676748 + Penalty 4646.922845 = -1779800.753904
  nChanged 306
		SP:Iteration 9Q (2031.500000 sec): 3 clusters
  Score: Raw -1784580.505902 + Penalty 4646.922845 = -1779933.583058
  nChanged 329
		SP:Iteration 10Q (2031.550000 sec): 3 clusters
  Score: Raw -1784728.233290 + Penalty 4646.922845 = -1780081.310446
  nChanged 353
		SP:Iteration 11Q (2031.600000 sec): 3 clusters
  Score: Raw -1784889.587397 + Penalty 4646.922845 = -1780242.664553
  nChanged 370
		SP:Iteration 12Q (2031.640000 sec): 3 clusters
  Score: Raw -1785062.424630 + Penalty 4646.922845 = -1780415.501785
  nChanged 395
		SP:Iteration 13Q (2031.690000 sec): 3 clusters
  Score: Raw -1785276.671115 + Penalty 4646.922845 = -1780629.748271
  nChanged 424
		SP:Iteration 14Q (2031.740000 sec): 3 clusters
  Score: Raw -1785536.103027 + Penalty 4646.922845 = -1780889.180182
  nChanged 455
		SP:Iteration 15Q (2031.780000 sec): 3 clusters
  Score: Raw -1785818.061134 + Penalty 4646.922845 = -1781171.138290
  nChanged 408
		SP:Iteration 16Q (2031.830000 sec): 3 clusters
  Score: Raw -1786095.940801 + Penalty 4646.922845 = -1781449.017957
  nChanged 405
		SP:Iteration 17Q (2031.870000 sec): 3 clusters
  Score: Raw -1786376.274416 + Penalty 4646.922845 = -1781729.351571
  nChanged 355
		SP:Iteration 18Q (2031.910000 sec): 3 clusters
  Score: Raw -1786641.548204 + Penalty 4646.922845 = -1781994.625360
  nChanged 325
		SP:Iteration 19Q (2031.960000 sec): 3 clusters
  Score: Raw -1786883.917799 + Penalty 4646.922845 = -1782236.994955
  nChanged 227
		SP:Iteration 20F (2032.000000 sec): 3 clusters
  Score: Raw -1787055.049647 + Penalty 4646.922845 = -1782408.126802
  nChanged 173
		SP:Iteration 21Q (2032.040000 sec): 3 clusters
  Score: Raw -1787187.723454 + Penalty 4646.922845 = -1782540.800610
  nChanged 114
		SP:Iteration 22Q (2032.080000 sec): 3 clusters
  Score: Raw -1787277.755265 + Penalty 4646.922845 = -1782630.832420
  nChanged 80
		SP:Iteration 23Q (2032.120000 sec): 3 clusters
  Score: Raw -1787340.416124 + Penalty 4646.922845 = -1782693.493279
  nChanged 58
		SP:Iteration 24Q (2032.160000 sec): 3 clusters
  Score: Raw -1787389.387781 + Penalty 4646.922845 = -1782742.464936
  nChanged 39
		SP:Iteration 25Q (2032.190000 sec): 3 clusters
  Score: Raw -1787419.812025 + Penalty 4646.922845 = -1782772.889181
  nChanged 24
		SP:Iteration 26Q (2032.230000 sec): 3 clusters
  Score: Raw -1787446.589230 + Penalty 4646.922845 = -1782799.666385
  nChanged 28
		SP:Iteration 27Q (2032.260000 sec): 3 clusters
  Score: Raw -1787476.882449 + Penalty 4646.922845 = -1782829.959605
  nChanged 13
		SP:Iteration 28Q (2032.300000 sec): 3 clusters
  Score: Raw -1787490.502570 + Penalty 4646.922845 = -1782843.579725
  nChanged 8
		SP:Iteration 29Q (2032.340000 sec): 3 clusters
  Score: Raw -1787497.718937 + Penalty 4646.922845 = -1782850.796092
  nChanged 8
		SP:Iteration 30Q (2032.370000 sec): 3 clusters
  Score: Raw -1787503.827225 + Penalty 4646.922845 = -1782856.904380
  nChanged 3
		SP:Iteration 31Q (2032.410000 sec): 3 clusters
  Score: Raw -1787506.148396 + Penalty 4646.922845 = -1782859.225551
  nChanged 3
		SP:Iteration 32Q (2032.440000 sec): 3 clusters
  Score: Raw -1787508.726134 + Penalty 4646.922845 = -1782861.803290
  nChanged 1
		SP:Iteration 33Q (2032.480000 sec): 3 clusters
  Score: Raw -1787510.088247 + Penalty 4646.922845 = -1782863.165402
  nChanged 2
		SP:Iteration 34Q (2032.510000 sec): 3 clusters
  Score: Raw -1787512.595610 + Penalty 4646.922845 = -1782865.672766
  nChanged 4
		SP:Iteration 35Q (2032.550000 sec): 3 clusters
  Score: Raw -1787515.844406 + Penalty 4646.922845 = -1782868.921562
  nChanged 1
		SP:Iteration 36Q (2032.580000 sec): 3 clusters
  Score: Raw -1787516.977445 + Penalty 4646.922845 = -1782870.054601
  nChanged 2
		SP:Iteration 37Q (2032.620000 sec): 3 clusters
  Score: Raw -1787519.103401 + Penalty 4646.922845 = -1782872.180557
  nChanged 1
		SP:Iteration 38Q (2032.650000 sec): 3 clusters
  Score: Raw -1787519.875302 + Penalty 4646.922845 = -1782872.952458
  nChanged 2
		SP:Iteration 39Q (2032.690000 sec): 3 clusters
  Score: Raw -1787523.079336 + Penalty 4646.922845 = -1782876.156491
  nChanged 3
		SP:Iteration 40F (2032.740000 sec): 3 clusters
  Score: Raw -1787525.248921 + Penalty 4646.922845 = -1782878.326076
  nChanged 1
		SP:Iteration 41Q (2032.770000 sec): 3 clusters
  Score: Raw -1787526.322186 + Penalty 4646.922845 = -1782879.399341
  nChanged 1
		SP:Iteration 42Q (2032.810000 sec): 3 clusters
  Score: Raw -1787526.765907 + Penalty 4646.922845 = -1782879.843062
  nChanged 0
		SP:Iteration 43F (2032.860000 sec): 3 clusters
  Score: Raw -1787526.765907 + Penalty 4646.922845 = -1782879.843062
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (3729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2032.880000 sec): 2 clusters
  Score: Raw -531615.056039 + Penalty 2039.526054 = -529575.529984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2032.900000 sec): 3 clusters
  Score: Raw -529941.489615 + Penalty 4079.052109 = -525862.437506
  nChanged 1328
		SP:Iteration 1F (2032.910000 sec): 3 clusters
  Score: Raw -530687.548154 + Penalty 4079.052109 = -526608.496046
  nChanged 285
		SP:Iteration 2F (2032.930000 sec): 3 clusters
  Score: Raw -530884.158635 + Penalty 4079.052109 = -526805.106526
  nChanged 207
		SP:Iteration 3F (2032.940000 sec): 3 clusters
  Score: Raw -531027.564536 + Penalty 4079.052109 = -526948.512427
  nChanged 152
		SP:Iteration 4Q (2032.960000 sec): 3 clusters
  Score: Raw -531120.543048 + Penalty 4079.052109 = -527041.490940
  nChanged 106
		SP:Iteration 5Q (2032.970000 sec): 3 clusters
  Score: Raw -531190.619971 + Penalty 4079.052109 = -527111.567862
  nChanged 87
		SP:Iteration 6Q (2032.990000 sec): 3 clusters
  Score: Raw -531244.652871 + Penalty 4079.052109 = -527165.600763
  nChanged 91
		SP:Iteration 7Q (2033.000000 sec): 3 clusters
  Score: Raw -531297.944624 + Penalty 4079.052109 = -527218.892515
  nChanged 87
		SP:Iteration 8Q (2033.020000 sec): 3 clusters
  Score: Raw -531355.880868 + Penalty 4079.052109 = -527276.828759
  nChanged 73
		SP:Iteration 9Q (2033.030000 sec): 3 clusters
  Score: Raw -531398.857992 + Penalty 4079.052109 = -527319.805884
  nChanged 65
		SP:Iteration 10Q (2033.050000 sec): 3 clusters
  Score: Raw -531440.377942 + Penalty 4079.052109 = -527361.325833
  nChanged 74
		SP:Iteration 11Q (2033.060000 sec): 3 clusters
  Score: Raw -531493.614400 + Penalty 4079.052109 = -527414.562292
  nChanged 81
		SP:Iteration 12Q (2033.080000 sec): 3 clusters
  Score: Raw -531550.708526 + Penalty 4079.052109 = -527471.656417
  nChanged 69
		SP:Iteration 13Q (2033.090000 sec): 3 clusters
  Score: Raw -531605.011141 + Penalty 4079.052109 = -527525.959032
  nChanged 73
		SP:Iteration 14Q (2033.100000 sec): 3 clusters
  Score: Raw -531657.398148 + Penalty 4079.052109 = -527578.346040
  nChanged 71
		SP:Iteration 15Q (2033.120000 sec): 3 clusters
  Score: Raw -531717.739116 + Penalty 4079.052109 = -527638.687008
  nChanged 74
		SP:Iteration 16Q (2033.140000 sec): 3 clusters
  Score: Raw -531774.979183 + Penalty 4079.052109 = -527695.927074
  nChanged 81
		SP:Iteration 17Q (2033.140000 sec): 3 clusters
  Score: Raw -531837.210845 + Penalty 4079.052109 = -527758.158736
  nChanged 72
		SP:Iteration 18Q (2033.160000 sec): 3 clusters
  Score: Raw -531894.972907 + Penalty 4079.052109 = -527815.920798
  nChanged 56
		SP:Iteration 19Q (2033.170000 sec): 3 clusters
  Score: Raw -531938.971837 + Penalty 4079.052109 = -527859.919728
  nChanged 52
		SP:Iteration 20F (2033.190000 sec): 3 clusters
  Score: Raw -531977.100563 + Penalty 4079.052109 = -527898.048454
  nChanged 49
		SP:Iteration 21Q (2033.200000 sec): 3 clusters
  Score: Raw -532017.213555 + Penalty 4079.052109 = -527938.161447
  nChanged 45
		SP:Iteration 22Q (2033.220000 sec): 3 clusters
  Score: Raw -532050.207209 + Penalty 4079.052109 = -527971.155101
  nChanged 41
		SP:Iteration 23Q (2033.230000 sec): 3 clusters
  Score: Raw -532081.946331 + Penalty 4079.052109 = -528002.894223
  nChanged 36
		SP:Iteration 24Q (2033.240000 sec): 3 clusters
  Score: Raw -532104.771054 + Penalty 4079.052109 = -528025.718945
  nChanged 28
		SP:Iteration 25Q (2033.260000 sec): 3 clusters
  Score: Raw -532122.332898 + Penalty 4079.052109 = -528043.280790
  nChanged 24
		SP:Iteration 26Q (2033.270000 sec): 3 clusters
  Score: Raw -532138.399190 + Penalty 4079.052109 = -528059.347081
  nChanged 26
		SP:Iteration 27Q (2033.280000 sec): 3 clusters
  Score: Raw -532154.656092 + Penalty 4079.052109 = -528075.603983
  nChanged 22
		SP:Iteration 28Q (2033.300000 sec): 3 clusters
  Score: Raw -532169.642623 + Penalty 4079.052109 = -528090.590515
  nChanged 26
		SP:Iteration 29Q (2033.310000 sec): 3 clusters
  Score: Raw -532184.058925 + Penalty 4079.052109 = -528105.006816
  nChanged 12
		SP:Iteration 30Q (2033.320000 sec): 3 clusters
  Score: Raw -532190.663738 + Penalty 4079.052109 = -528111.611630
  nChanged 7
		SP:Iteration 31Q (2033.340000 sec): 3 clusters
  Score: Raw -532195.212577 + Penalty 4079.052109 = -528116.160468
  nChanged 8
		SP:Iteration 32Q (2033.350000 sec): 3 clusters
  Score: Raw -532199.957621 + Penalty 4079.052109 = -528120.905512
  nChanged 10
		SP:Iteration 33Q (2033.360000 sec): 3 clusters
  Score: Raw -532204.639894 + Penalty 4079.052109 = -528125.587785
  nChanged 6
		SP:Iteration 34Q (2033.380000 sec): 3 clusters
  Score: Raw -532207.107071 + Penalty 4079.052109 = -528128.054962
  nChanged 4
		SP:Iteration 35Q (2033.390000 sec): 3 clusters
  Score: Raw -532209.233718 + Penalty 4079.052109 = -528130.181609
  nChanged 4
		SP:Iteration 36Q (2033.400000 sec): 3 clusters
  Score: Raw -532211.630980 + Penalty 4079.052109 = -528132.578872
  nChanged 5
		SP:Iteration 37Q (2033.420000 sec): 3 clusters
  Score: Raw -532213.342846 + Penalty 4079.052109 = -528134.290737
  nChanged 4
		SP:Iteration 38Q (2033.430000 sec): 3 clusters
  Score: Raw -532215.055661 + Penalty 4079.052109 = -528136.003553
  nChanged 1
		SP:Iteration 39Q (2033.440000 sec): 3 clusters
  Score: Raw -532215.377676 + Penalty 4079.052109 = -528136.325567
  nChanged 0
		SP:Iteration 40F (2033.460000 sec): 3 clusters
  Score: Raw -532215.377676 + Penalty 4079.052109 = -528136.325567
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2033.460000 sec): 2 clusters
  Score: Raw -27600.991144 + Penalty 1356.078915 = -26244.912229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2033.460000 sec): 3 clusters
  Score: Raw -27828.194463 + Penalty 2712.157830 = -25116.036633
  nChanged 33
		SP:Iteration 1F (2033.460000 sec): 3 clusters
  Score: Raw -28061.005293 + Penalty 2712.157830 = -25348.847463
  nChanged 12
		SP:Iteration 2F (2033.460000 sec): 3 clusters
  Score: Raw -28198.372559 + Penalty 2712.157830 = -25486.214729
  nChanged 6
		SP:Iteration 3Q (2033.460000 sec): 3 clusters
  Score: Raw -28229.794493 + Penalty 2712.157830 = -25517.636663
  nChanged 3
		SP:Iteration 4Q (2033.460000 sec): 3 clusters
  Score: Raw -28244.614945 + Penalty 2712.157830 = -25532.457115
  nChanged 3
		SP:Iteration 5Q (2033.470000 sec): 3 clusters
  Score: Raw -28257.834662 + Penalty 2712.157830 = -25545.676832
  nChanged 3
		SP:Iteration 6Q (2033.470000 sec): 3 clusters
  Score: Raw -28271.670912 + Penalty 2712.157830 = -25559.513082
  nChanged 3
		SP:Iteration 7Q (2033.470000 sec): 3 clusters
  Score: Raw -28289.498503 + Penalty 2712.157830 = -25577.340673
  nChanged 3
		SP:Iteration 8Q (2033.470000 sec): 3 clusters
  Score: Raw -28303.753013 + Penalty 2712.157830 = -25591.595183
  nChanged 3
		SP:Iteration 9Q (2033.470000 sec): 3 clusters
  Score: Raw -28329.206151 + Penalty 2712.157830 = -25617.048321
  nChanged 2
		SP:Iteration 10Q (2033.470000 sec): 3 clusters
  Score: Raw -28363.013365 + Penalty 2712.157830 = -25650.855535
  nChanged 1
		SP:Iteration 11Q (2033.470000 sec): 3 clusters
  Score: Raw -28371.539522 + Penalty 2712.157830 = -25659.381692
  nChanged 1
		SP:Iteration 12Q (2033.470000 sec): 3 clusters
  Score: Raw -28381.631143 + Penalty 2712.157830 = -25669.473313
  nChanged 0
		SP:Iteration 13F (2033.470000 sec): 3 clusters
  Score: Raw -28381.631143 + Penalty 2712.157830 = -25669.473313
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (31003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2033.590000 sec): 2 clusters
  Score: Raw -4525680.722365 + Penalty 2564.776135 = -4523115.946230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2033.720000 sec): 3 clusters
  Score: Raw -4507083.215395 + Penalty 5129.552269 = -4501953.663125
  nChanged 13972
		SP:Iteration 1F (2033.840000 sec): 3 clusters
  Score: Raw -4514736.128205 + Penalty 5129.552269 = -4509606.575936
  nChanged 1605
		SP:Iteration 2F (2033.960000 sec): 3 clusters
  Score: Raw -4515526.158520 + Penalty 5129.552269 = -4510396.606251
  nChanged 1842
		SP:Iteration 3F (2034.090000 sec): 3 clusters
  Score: Raw -4516573.898890 + Penalty 5129.552269 = -4511444.346621
  nChanged 2057
		SP:Iteration 4F (2034.220000 sec): 3 clusters
  Score: Raw -4517900.036826 + Penalty 5129.552269 = -4512770.484557
  nChanged 2347
		SP:Iteration 5F (2034.340000 sec): 3 clusters
  Score: Raw -4519554.105221 + Penalty 5129.552269 = -4514424.552951
  nChanged 2391
		SP:Iteration 6F (2034.460000 sec): 3 clusters
  Score: Raw -4521311.030166 + Penalty 5129.552269 = -4516181.477896
  nChanged 2087
		SP:Iteration 7F (2034.590000 sec): 3 clusters
  Score: Raw -4522781.221686 + Penalty 5129.552269 = -4517651.669416
  nChanged 1552
		SP:Iteration 8F (2034.710000 sec): 3 clusters
  Score: Raw -4523832.467613 + Penalty 5129.552269 = -4518702.915343
  nChanged 1015
		SP:Iteration 9Q (2034.840000 sec): 3 clusters
  Score: Raw -4524518.763114 + Penalty 5129.552269 = -4519389.210844
  nChanged 643
		SP:Iteration 10Q (2034.960000 sec): 3 clusters
  Score: Raw -4525069.444111 + Penalty 5129.552269 = -4519939.891842
  nChanged 464
		SP:Iteration 11Q (2035.080000 sec): 3 clusters
  Score: Raw -4525966.430853 + Penalty 5129.552269 = -4520836.878584
  nChanged 296
		SP:Iteration 12Q (2035.200000 sec): 3 clusters
  Score: Raw -4526431.084680 + Penalty 5129.552269 = -4521301.532410
  nChanged 236
		SP:Iteration 13Q (2035.300000 sec): 3 clusters
  Score: Raw -4526520.447202 + Penalty 5129.552269 = -4521390.894933
  nChanged 158
		SP:Iteration 14Q (2035.400000 sec): 3 clusters
  Score: Raw -4526569.523787 + Penalty 5129.552269 = -4521439.971517
  nChanged 130
		SP:Iteration 15Q (2035.500000 sec): 3 clusters
  Score: Raw -4526605.157928 + Penalty 5129.552269 = -4521475.605659
  nChanged 121
		SP:Iteration 16Q (2035.600000 sec): 3 clusters
  Score: Raw -4526637.698323 + Penalty 5129.552269 = -4521508.146054
  nChanged 85
		SP:Iteration 17Q (2035.700000 sec): 3 clusters
  Score: Raw -4526657.941612 + Penalty 5129.552269 = -4521528.389342
  nChanged 69
		SP:Iteration 18Q (2035.800000 sec): 3 clusters
  Score: Raw -4526674.079400 + Penalty 5129.552269 = -4521544.527131
  nChanged 69
		SP:Iteration 19Q (2035.900000 sec): 3 clusters
  Score: Raw -4526689.178578 + Penalty 5129.552269 = -4521559.626309
  nChanged 56
		SP:Iteration 20F (2036.020000 sec): 3 clusters
  Score: Raw -4526702.121446 + Penalty 5129.552269 = -4521572.569176
  nChanged 55
		SP:Iteration 21Q (2036.120000 sec): 3 clusters
  Score: Raw -4526714.089609 + Penalty 5129.552269 = -4521584.537339
  nChanged 43
		SP:Iteration 22Q (2036.210000 sec): 3 clusters
  Score: Raw -4526723.839125 + Penalty 5129.552269 = -4521594.286856
  nChanged 44
		SP:Iteration 23Q (2036.300000 sec): 3 clusters
  Score: Raw -4526732.253787 + Penalty 5129.552269 = -4521602.701517
  nChanged 38
		SP:Iteration 24Q (2036.390000 sec): 3 clusters
  Score: Raw -4526740.748940 + Penalty 5129.552269 = -4521611.196670
  nChanged 35
		SP:Iteration 25Q (2036.480000 sec): 3 clusters
  Score: Raw -4526749.209878 + Penalty 5129.552269 = -4521619.657609
  nChanged 29
		SP:Iteration 26Q (2036.570000 sec): 3 clusters
  Score: Raw -4526755.051510 + Penalty 5129.552269 = -4521625.499241
  nChanged 27
		SP:Iteration 27Q (2036.670000 sec): 3 clusters
  Score: Raw -4526759.756813 + Penalty 5129.552269 = -4521630.204544
  nChanged 23
		SP:Iteration 28Q (2036.760000 sec): 3 clusters
  Score: Raw -4526763.944572 + Penalty 5129.552269 = -4521634.392302
  nChanged 15
		SP:Iteration 29Q (2036.850000 sec): 3 clusters
  Score: Raw -4526767.525212 + Penalty 5129.552269 = -4521637.972943
  nChanged 20
		SP:Iteration 30Q (2036.940000 sec): 3 clusters
  Score: Raw -4526771.593804 + Penalty 5129.552269 = -4521642.041535
  nChanged 19
		SP:Iteration 31Q (2037.030000 sec): 3 clusters
  Score: Raw -4526775.312422 + Penalty 5129.552269 = -4521645.760153
  nChanged 20
		SP:Iteration 32Q (2037.120000 sec): 3 clusters
  Score: Raw -4526778.730215 + Penalty 5129.552269 = -4521649.177945
  nChanged 21
		SP:Iteration 33Q (2037.210000 sec): 3 clusters
  Score: Raw -4526782.613912 + Penalty 5129.552269 = -4521653.061643
  nChanged 19
		SP:Iteration 34Q (2037.300000 sec): 3 clusters
  Score: Raw -4526785.617448 + Penalty 5129.552269 = -4521656.065179
  nChanged 26
		SP:Iteration 35Q (2037.400000 sec): 3 clusters
  Score: Raw -4526790.226828 + Penalty 5129.552269 = -4521660.674559
  nChanged 14
		SP:Iteration 36Q (2037.480000 sec): 3 clusters
  Score: Raw -4526792.936681 + Penalty 5129.552269 = -4521663.384412
  nChanged 14
		SP:Iteration 37Q (2037.570000 sec): 3 clusters
  Score: Raw -4526794.915945 + Penalty 5129.552269 = -4521665.363676
  nChanged 12
		SP:Iteration 38Q (2037.660000 sec): 3 clusters
  Score: Raw -4526796.665577 + Penalty 5129.552269 = -4521667.113307
  nChanged 13
		SP:Iteration 39Q (2037.760000 sec): 3 clusters
  Score: Raw -4526798.850799 + Penalty 5129.552269 = -4521669.298530
  nChanged 14
		SP:Iteration 40F (2037.870000 sec): 3 clusters
  Score: Raw -4526800.621316 + Penalty 5129.552269 = -4521671.069046
  nChanged 11
		SP:Iteration 41Q (2037.960000 sec): 3 clusters
  Score: Raw -4526802.323152 + Penalty 5129.552269 = -4521672.770882
  nChanged 13
		SP:Iteration 42Q (2038.050000 sec): 3 clusters
  Score: Raw -4526804.579139 + Penalty 5129.552269 = -4521675.026870
  nChanged 10
		SP:Iteration 43Q (2038.140000 sec): 3 clusters
  Score: Raw -4526806.199727 + Penalty 5129.552269 = -4521676.647458
  nChanged 10
		SP:Iteration 44Q (2038.230000 sec): 3 clusters
  Score: Raw -4526807.701137 + Penalty 5129.552269 = -4521678.148867
  nChanged 7
		SP:Iteration 45Q (2038.320000 sec): 3 clusters
  Score: Raw -4526809.100222 + Penalty 5129.552269 = -4521679.547952
  nChanged 7
		SP:Iteration 46Q (2038.410000 sec): 3 clusters
  Score: Raw -4526810.043467 + Penalty 5129.552269 = -4521680.491198
  nChanged 4
		SP:Iteration 47Q (2038.500000 sec): 3 clusters
  Score: Raw -4526810.895837 + Penalty 5129.552269 = -4521681.343568
  nChanged 7
		SP:Iteration 48Q (2038.590000 sec): 3 clusters
  Score: Raw -4526811.717204 + Penalty 5129.552269 = -4521682.164935
  nChanged 5
		SP:Iteration 49Q (2038.680000 sec): 3 clusters
  Score: Raw -4526812.439194 + Penalty 5129.552269 = -4521682.886925
  nChanged 4
		SP:Iteration 50Q (2038.770000 sec): 3 clusters
  Score: Raw -4526813.064744 + Penalty 5129.552269 = -4521683.512475
  nChanged 3
		SP:Iteration 51Q (2038.860000 sec): 3 clusters
  Score: Raw -4526813.511493 + Penalty 5129.552269 = -4521683.959224
  nChanged 3
		SP:Iteration 52Q (2038.960000 sec): 3 clusters
  Score: Raw -4526813.877301 + Penalty 5129.552269 = -4521684.325032
  nChanged 2
		SP:Iteration 53Q (2039.040000 sec): 3 clusters
  Score: Raw -4526814.108933 + Penalty 5129.552269 = -4521684.556664
  nChanged 3
		SP:Iteration 54Q (2039.140000 sec): 3 clusters
  Score: Raw -4526814.546440 + Penalty 5129.552269 = -4521684.994170
  nChanged 1
		SP:Iteration 55Q (2039.220000 sec): 3 clusters
  Score: Raw -4526814.656603 + Penalty 5129.552269 = -4521685.104334
  nChanged 1
		SP:Iteration 56Q (2039.320000 sec): 3 clusters
  Score: Raw -4526814.753747 + Penalty 5129.552269 = -4521685.201478
  nChanged 3
		SP:Iteration 57Q (2039.400000 sec): 3 clusters
  Score: Raw -4526815.495363 + Penalty 5129.552269 = -4521685.943093
  nChanged 5
		SP:Iteration 58Q (2039.500000 sec): 3 clusters
  Score: Raw -4526816.340051 + Penalty 5129.552269 = -4521686.787782
  nChanged 3
		SP:Iteration 59Q (2039.580000 sec): 3 clusters
  Score: Raw -4526816.829712 + Penalty 5129.552269 = -4521687.277442
  nChanged 1
		SP:Iteration 60F (2039.700000 sec): 3 clusters
  Score: Raw -4526817.014672 + Penalty 5129.552269 = -4521687.462402
  nChanged 2
		SP:Iteration 61Q (2039.790000 sec): 3 clusters
  Score: Raw -4526817.199387 + Penalty 5129.552269 = -4521687.647118
  nChanged 1
		SP:Iteration 62Q (2039.880000 sec): 3 clusters
  Score: Raw -4526817.339111 + Penalty 5129.552269 = -4521687.786842
  nChanged 1
		SP:Iteration 63Q (2039.970000 sec): 3 clusters
  Score: Raw -4526817.438411 + Penalty 5129.552269 = -4521687.886141
  nChanged 0
		SP:Iteration 64F (2040.080000 sec): 3 clusters
  Score: Raw -4526817.438411 + Penalty 5129.552269 = -4521687.886141
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.100000 sec): 2 clusters
  Score: Raw -59140.792012 + Penalty 1506.115044 = -57634.676968
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.100000 sec): 3 clusters
  Score: Raw -59245.037255 + Penalty 3012.230089 = -56232.807166
  nChanged 80
		SP:Iteration 1F (2040.100000 sec): 3 clusters
  Score: Raw -59479.035120 + Penalty 3012.230089 = -56466.805031
  nChanged 35
		SP:Iteration 2F (2040.110000 sec): 3 clusters
  Score: Raw -59634.040719 + Penalty 3012.230089 = -56621.810631
  nChanged 21
		SP:Iteration 3Q (2040.110000 sec): 3 clusters
  Score: Raw -59764.770914 + Penalty 3012.230089 = -56752.540825
  nChanged 14
		SP:Iteration 4Q (2040.110000 sec): 3 clusters
  Score: Raw -59836.393948 + Penalty 3012.230089 = -56824.163859
  nChanged 14
		SP:Iteration 5Q (2040.110000 sec): 3 clusters
  Score: Raw -59906.657090 + Penalty 3012.230089 = -56894.427001
  nChanged 8
		SP:Iteration 6Q (2040.110000 sec): 3 clusters
  Score: Raw -59951.336199 + Penalty 3012.230089 = -56939.106110
  nChanged 6
		SP:Iteration 7Q (2040.110000 sec): 3 clusters
  Score: Raw -59972.270554 + Penalty 3012.230089 = -56960.040465
  nChanged 9
		SP:Iteration 8Q (2040.120000 sec): 3 clusters
  Score: Raw -60007.646881 + Penalty 3012.230089 = -56995.416792
  nChanged 11
		SP:Iteration 9Q (2040.120000 sec): 3 clusters
  Score: Raw -60077.723555 + Penalty 3012.230089 = -57065.493467
  nChanged 18
		SP:Iteration 10Q (2040.120000 sec): 3 clusters
  Score: Raw -60215.621097 + Penalty 3012.230089 = -57203.391008
  nChanged 14
		SP:Iteration 11Q (2040.120000 sec): 3 clusters
  Score: Raw -60303.391456 + Penalty 3012.230089 = -57291.161367
  nChanged 9
		SP:Iteration 12Q (2040.120000 sec): 3 clusters
  Score: Raw -60378.387823 + Penalty 3012.230089 = -57366.157734
  nChanged 10
		SP:Iteration 13Q (2040.120000 sec): 3 clusters
  Score: Raw -60480.320418 + Penalty 3012.230089 = -57468.090329
  nChanged 3
		SP:Iteration 14Q (2040.120000 sec): 3 clusters
  Score: Raw -60519.523733 + Penalty 3012.230089 = -57507.293644
  nChanged 3
		SP:Iteration 15Q (2040.120000 sec): 3 clusters
  Score: Raw -60583.757959 + Penalty 3012.230089 = -57571.527870
  nChanged 0
		SP:Iteration 16F (2040.120000 sec): 3 clusters
  Score: Raw -60596.369537 + Penalty 3012.230089 = -57584.139449
  nChanged 3
		SP:Iteration 17Q (2040.130000 sec): 3 clusters
  Score: Raw -60608.496696 + Penalty 3012.230089 = -57596.266608
  nChanged 2
		SP:Iteration 18Q (2040.130000 sec): 3 clusters
  Score: Raw -60613.386689 + Penalty 3012.230089 = -57601.156600
  nChanged 1
		SP:Iteration 19Q (2040.130000 sec): 3 clusters
  Score: Raw -60632.172779 + Penalty 3012.230089 = -57619.942690
  nChanged 1
		SP:Iteration 20F (2040.130000 sec): 3 clusters
  Score: Raw -60635.084702 + Penalty 3012.230089 = -57622.854613
  nChanged 1
		SP:Iteration 21Q (2040.130000 sec): 3 clusters
  Score: Raw -60641.141386 + Penalty 3012.230089 = -57628.911297
  nChanged 0
		SP:Iteration 22F (2040.130000 sec): 3 clusters
  Score: Raw -60641.141386 + Penalty 3012.230089 = -57628.911297
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 23 (585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.140000 sec): 2 clusters
  Score: Raw -75637.629266 + Penalty 1580.159738 = -74057.469528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.140000 sec): 3 clusters
  Score: Raw -75670.285935 + Penalty 3160.319476 = -72509.966459
  nChanged 125
		SP:Iteration 1F (2040.140000 sec): 3 clusters
  Score: Raw -76172.214478 + Penalty 3160.319476 = -73011.895002
  nChanged 63
		SP:Iteration 2F (2040.140000 sec): 3 clusters
  Score: Raw -76706.359757 + Penalty 3160.319476 = -73546.040281
  nChanged 73
		SP:Iteration 3F (2040.150000 sec): 3 clusters
  Score: Raw -76955.970995 + Penalty 3160.319476 = -73795.651519
  nChanged 43
		SP:Iteration 4F (2040.150000 sec): 3 clusters
  Score: Raw -77115.002169 + Penalty 3160.319476 = -73954.682693
  nChanged 18
		SP:Iteration 5Q (2040.150000 sec): 3 clusters
  Score: Raw -77195.243165 + Penalty 3160.319476 = -74034.923689
  nChanged 9
		SP:Iteration 6Q (2040.150000 sec): 3 clusters
  Score: Raw -77235.981069 + Penalty 3160.319476 = -74075.661593
  nChanged 9
		SP:Iteration 7Q (2040.150000 sec): 3 clusters
  Score: Raw -77284.431136 + Penalty 3160.319476 = -74124.111660
  nChanged 3
		SP:Iteration 8Q (2040.160000 sec): 3 clusters
  Score: Raw -77300.618532 + Penalty 3160.319476 = -74140.299056
  nChanged 3
		SP:Iteration 9Q (2040.160000 sec): 3 clusters
  Score: Raw -77321.791266 + Penalty 3160.319476 = -74161.471789
  nChanged 2
		SP:Iteration 10Q (2040.160000 sec): 3 clusters
  Score: Raw -77334.078974 + Penalty 3160.319476 = -74173.759497
  nChanged 0
		SP:Iteration 11F (2040.160000 sec): 3 clusters
  Score: Raw -77334.078974 + Penalty 3160.319476 = -74173.759497
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 34.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.170000 sec): 2 clusters
  Score: Raw -253922.887501 + Penalty 1854.445852 = -252068.441648
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.180000 sec): 3 clusters
  Score: Raw -253248.859860 + Penalty 3708.891705 = -249539.968156
  nChanged 559
		SP:Iteration 1F (2040.180000 sec): 3 clusters
  Score: Raw -253696.747198 + Penalty 3708.891705 = -249987.855493
  nChanged 152
		SP:Iteration 2F (2040.190000 sec): 3 clusters
  Score: Raw -253841.545164 + Penalty 3708.891705 = -250132.653460
  nChanged 78
		SP:Iteration 3Q (2040.200000 sec): 3 clusters
  Score: Raw -253913.311798 + Penalty 3708.891705 = -250204.420093
  nChanged 55
		SP:Iteration 4Q (2040.200000 sec): 3 clusters
  Score: Raw -253957.488436 + Penalty 3708.891705 = -250248.596731
  nChanged 40
		SP:Iteration 5Q (2040.210000 sec): 3 clusters
  Score: Raw -253992.029745 + Penalty 3708.891705 = -250283.138040
  nChanged 32
		SP:Iteration 6Q (2040.220000 sec): 3 clusters
  Score: Raw -254019.380765 + Penalty 3708.891705 = -250310.489061
  nChanged 25
		SP:Iteration 7Q (2040.220000 sec): 3 clusters
  Score: Raw -254037.211281 + Penalty 3708.891705 = -250328.319576
  nChanged 21
		SP:Iteration 8Q (2040.230000 sec): 3 clusters
  Score: Raw -254056.494430 + Penalty 3708.891705 = -250347.602725
  nChanged 22
		SP:Iteration 9Q (2040.240000 sec): 3 clusters
  Score: Raw -254070.645402 + Penalty 3708.891705 = -250361.753697
  nChanged 14
		SP:Iteration 10Q (2040.240000 sec): 3 clusters
  Score: Raw -254084.541739 + Penalty 3708.891705 = -250375.650035
  nChanged 14
		SP:Iteration 11Q (2040.250000 sec): 3 clusters
  Score: Raw -254092.789515 + Penalty 3708.891705 = -250383.897810
  nChanged 14
		SP:Iteration 12Q (2040.250000 sec): 3 clusters
  Score: Raw -254101.150836 + Penalty 3708.891705 = -250392.259131
  nChanged 9
		SP:Iteration 13Q (2040.260000 sec): 3 clusters
  Score: Raw -254109.211834 + Penalty 3708.891705 = -250400.320130
  nChanged 8
		SP:Iteration 14Q (2040.260000 sec): 3 clusters
  Score: Raw -254115.957562 + Penalty 3708.891705 = -250407.065858
  nChanged 7
		SP:Iteration 15Q (2040.270000 sec): 3 clusters
  Score: Raw -254121.097734 + Penalty 3708.891705 = -250412.206029
  nChanged 5
		SP:Iteration 16Q (2040.280000 sec): 3 clusters
  Score: Raw -254125.015182 + Penalty 3708.891705 = -250416.123477
  nChanged 4
		SP:Iteration 17Q (2040.280000 sec): 3 clusters
  Score: Raw -254128.635093 + Penalty 3708.891705 = -250419.743388
  nChanged 6
		SP:Iteration 18Q (2040.290000 sec): 3 clusters
  Score: Raw -254131.456491 + Penalty 3708.891705 = -250422.564787
  nChanged 3
		SP:Iteration 19Q (2040.300000 sec): 3 clusters
  Score: Raw -254134.021761 + Penalty 3708.891705 = -250425.130057
  nChanged 2
		SP:Iteration 20F (2040.300000 sec): 3 clusters
  Score: Raw -254136.208460 + Penalty 3708.891705 = -250427.316755
  nChanged 4
		SP:Iteration 21Q (2040.310000 sec): 3 clusters
  Score: Raw -254139.228038 + Penalty 3708.891705 = -250430.336334
  nChanged 2
		SP:Iteration 22Q (2040.320000 sec): 3 clusters
  Score: Raw -254140.540635 + Penalty 3708.891705 = -250431.648930
  nChanged 3
		SP:Iteration 23Q (2040.320000 sec): 3 clusters
  Score: Raw -254142.446005 + Penalty 3708.891705 = -250433.554300
  nChanged 5
		SP:Iteration 24Q (2040.330000 sec): 3 clusters
  Score: Raw -254145.650628 + Penalty 3708.891705 = -250436.758924
  nChanged 2
		SP:Iteration 25Q (2040.340000 sec): 3 clusters
  Score: Raw -254147.189108 + Penalty 3708.891705 = -250438.297404
  nChanged 1
		SP:Iteration 26Q (2040.340000 sec): 3 clusters
  Score: Raw -254148.941931 + Penalty 3708.891705 = -250440.050226
  nChanged 2
		SP:Iteration 27Q (2040.350000 sec): 3 clusters
  Score: Raw -254150.431009 + Penalty 3708.891705 = -250441.539304
  nChanged 2
		SP:Iteration 28Q (2040.350000 sec): 3 clusters
  Score: Raw -254151.299329 + Penalty 3708.891705 = -250442.407624
  nChanged 1
		SP:Iteration 29Q (2040.360000 sec): 3 clusters
  Score: Raw -254151.604149 + Penalty 3708.891705 = -250442.712445
  nChanged 0
		SP:Iteration 30F (2040.370000 sec): 3 clusters
  Score: Raw -254151.604149 + Penalty 3708.891705 = -250442.712445
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.370000 sec): 2 clusters
  Score: Raw -13508.053219 + Penalty 1221.958914 = -12286.094305
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.370000 sec): 3 clusters
  Score: Raw -13951.153517 + Penalty 2443.917828 = -11507.235689
  nChanged 17
		SP:Iteration 1F (2040.370000 sec): 3 clusters
  Score: Raw -14096.412210 + Penalty 2443.917828 = -11652.494382
  nChanged 5
		SP:Iteration 2Q (2040.370000 sec): 3 clusters
  Score: Raw -14157.340398 + Penalty 2443.917828 = -11713.422570
  nChanged 4
		SP:Iteration 3Q (2040.370000 sec): 3 clusters
  Score: Raw -14206.566605 + Penalty 2443.917828 = -11762.648778
  nChanged 0
		SP:Iteration 4F (2040.370000 sec): 3 clusters
  Score: Raw -14206.566605 + Penalty 2443.917828 = -11762.648778
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (978 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.380000 sec): 2 clusters
  Score: Raw -129694.040555 + Penalty 1707.606398 = -127986.434157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.380000 sec): 3 clusters
  Score: Raw -129557.833558 + Penalty 3415.212796 = -126142.620762
  nChanged 237
		SP:Iteration 1F (2040.380000 sec): 3 clusters
  Score: Raw -129878.485079 + Penalty 3415.212796 = -126463.272282
  nChanged 72
		SP:Iteration 2F (2040.390000 sec): 3 clusters
  Score: Raw -130053.267731 + Penalty 3415.212796 = -126638.054935
  nChanged 41
		SP:Iteration 3Q (2040.390000 sec): 3 clusters
  Score: Raw -130185.460570 + Penalty 3415.212796 = -126770.247773
  nChanged 40
		SP:Iteration 4Q (2040.400000 sec): 3 clusters
  Score: Raw -130295.899653 + Penalty 3415.212796 = -126880.686856
  nChanged 44
		SP:Iteration 5Q (2040.400000 sec): 3 clusters
  Score: Raw -130394.280368 + Penalty 3415.212796 = -126979.067572
  nChanged 33
		SP:Iteration 6Q (2040.400000 sec): 3 clusters
  Score: Raw -130486.226678 + Penalty 3415.212796 = -127071.013881
  nChanged 40
		SP:Iteration 7Q (2040.410000 sec): 3 clusters
  Score: Raw -130581.435989 + Penalty 3415.212796 = -127166.223192
  nChanged 34
		SP:Iteration 8Q (2040.410000 sec): 3 clusters
  Score: Raw -130666.100583 + Penalty 3415.212796 = -127250.887786
  nChanged 29
		SP:Iteration 9Q (2040.410000 sec): 3 clusters
  Score: Raw -130762.401663 + Penalty 3415.212796 = -127347.188867
  nChanged 30
		SP:Iteration 10Q (2040.420000 sec): 3 clusters
  Score: Raw -130872.885458 + Penalty 3415.212796 = -127457.672661
  nChanged 23
		SP:Iteration 11Q (2040.420000 sec): 3 clusters
  Score: Raw -130956.514465 + Penalty 3415.212796 = -127541.301669
  nChanged 15
		SP:Iteration 12Q (2040.420000 sec): 3 clusters
  Score: Raw -130994.117974 + Penalty 3415.212796 = -127578.905178
  nChanged 16
		SP:Iteration 13Q (2040.420000 sec): 3 clusters
  Score: Raw -131023.755520 + Penalty 3415.212796 = -127608.542723
  nChanged 9
		SP:Iteration 14Q (2040.430000 sec): 3 clusters
  Score: Raw -131046.302291 + Penalty 3415.212796 = -127631.089495
  nChanged 5
		SP:Iteration 15Q (2040.430000 sec): 3 clusters
  Score: Raw -131061.434724 + Penalty 3415.212796 = -127646.221927
  nChanged 3
		SP:Iteration 16Q (2040.440000 sec): 3 clusters
  Score: Raw -131072.639891 + Penalty 3415.212796 = -127657.427095
  nChanged 4
		SP:Iteration 17Q (2040.440000 sec): 3 clusters
  Score: Raw -131079.894552 + Penalty 3415.212796 = -127664.681756
  nChanged 4
		SP:Iteration 18Q (2040.440000 sec): 3 clusters
  Score: Raw -131087.117951 + Penalty 3415.212796 = -127671.905155
  nChanged 0
		SP:Iteration 19F (2040.440000 sec): 3 clusters
  Score: Raw -131088.861048 + Penalty 3415.212796 = -127673.648252
  nChanged 1
		SP:Iteration 20F (2040.450000 sec): 3 clusters
  Score: Raw -131094.624909 + Penalty 3415.212796 = -127679.412113
  nChanged 1
		SP:Iteration 21Q (2040.450000 sec): 3 clusters
  Score: Raw -131097.754341 + Penalty 3415.212796 = -127682.541544
  nChanged 1
		SP:Iteration 22Q (2040.460000 sec): 3 clusters
  Score: Raw -131098.814314 + Penalty 3415.212796 = -127683.601518
  nChanged 0
		SP:Iteration 23F (2040.460000 sec): 3 clusters
  Score: Raw -131098.814314 + Penalty 3415.212796 = -127683.601518
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (145251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.970000 sec): 2 clusters
  Score: Raw -21089183.441606 + Penalty 2947.782203 = -21086235.659403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2041.550000 sec): 3 clusters
  Score: Raw -20994816.898507 + Penalty 5895.564405 = -20988921.334101
  nChanged 69372
		SP:Iteration 1F (2042.130000 sec): 3 clusters
  Score: Raw -21034941.427664 + Penalty 5895.564405 = -21029045.863259
  nChanged 4816
		SP:Iteration 2Q (2042.720000 sec): 3 clusters
  Score: Raw -21036149.222396 + Penalty 5895.564405 = -21030253.657990
  nChanged 5061
		SP:Iteration 3Q (2043.300000 sec): 3 clusters
  Score: Raw -21037652.435304 + Penalty 5895.564405 = -21031756.870898
  nChanged 5785
		SP:Iteration 4Q (2043.880000 sec): 3 clusters
  Score: Raw -21039810.121720 + Penalty 5895.564405 = -21033914.557315
  nChanged 7219
		SP:Iteration 5Q (2044.470000 sec): 3 clusters
  Score: Raw -21043223.924869 + Penalty 5895.564405 = -21037328.360463
  nChanged 8903
		SP:Iteration 6F (2045.060000 sec): 3 clusters
  Score: Raw -21048556.350812 + Penalty 5895.564405 = -21042660.786406
  nChanged 10818
		SP:Iteration 7F (2045.640000 sec): 3 clusters
  Score: Raw -21056614.965807 + Penalty 5895.564405 = -21050719.401401
  nChanged 11583
		SP:Iteration 8F (2046.210000 sec): 3 clusters
  Score: Raw -21066328.220857 + Penalty 5895.564405 = -21060432.656451
  nChanged 10131
		SP:Iteration 9F (2046.780000 sec): 3 clusters
  Score: Raw -21075363.183237 + Penalty 5895.564405 = -21069467.618832
  nChanged 7280
		SP:Iteration 10F (2047.350000 sec): 3 clusters
  Score: Raw -21081854.996599 + Penalty 5895.564405 = -21075959.432194
  nChanged 4434
		SP:Iteration 11Q (2047.880000 sec): 3 clusters
  Score: Raw -21085563.385732 + Penalty 5895.564405 = -21079667.821326
  nChanged 2385
		SP:Iteration 12Q (2048.380000 sec): 3 clusters
  Score: Raw -21087450.098684 + Penalty 5895.564405 = -21081554.534278
  nChanged 1246
		SP:Iteration 13Q (2048.840000 sec): 3 clusters
  Score: Raw -21088404.409161 + Penalty 5895.564405 = -21082508.844755
  nChanged 688
		SP:Iteration 14Q (2049.270000 sec): 3 clusters
  Score: Raw -21088910.294094 + Penalty 5895.564405 = -21083014.729689
  nChanged 388
		SP:Iteration 15Q (2049.700000 sec): 3 clusters
  Score: Raw -21089200.512413 + Penalty 5895.564405 = -21083304.948007
  nChanged 230
		SP:Iteration 16Q (2050.110000 sec): 3 clusters
  Score: Raw -21089389.043976 + Penalty 5895.564405 = -21083493.479570
  nChanged 168
		SP:Iteration 17Q (2050.540000 sec): 3 clusters
  Score: Raw -21089514.171346 + Penalty 5895.564405 = -21083618.606941
  nChanged 103
		SP:Iteration 18Q (2050.950000 sec): 3 clusters
  Score: Raw -21089580.655166 + Penalty 5895.564405 = -21083685.090761
  nChanged 79
		SP:Iteration 19Q (2051.360000 sec): 3 clusters
  Score: Raw -21089625.507836 + Penalty 5895.564405 = -21083729.943431
  nChanged 60
		SP:Iteration 20F (2051.920000 sec): 3 clusters
  Score: Raw -21089656.875751 + Penalty 5895.564405 = -21083761.311346
  nChanged 39
		SP:Iteration 21Q (2052.330000 sec): 3 clusters
  Score: Raw -21089678.745786 + Penalty 5895.564405 = -21083783.181381
  nChanged 29
		SP:Iteration 22Q (2052.730000 sec): 3 clusters
  Score: Raw -21089693.563727 + Penalty 5895.564405 = -21083797.999322
  nChanged 19
		SP:Iteration 23Q (2053.140000 sec): 3 clusters
  Score: Raw -21089701.930166 + Penalty 5895.564405 = -21083806.365761
  nChanged 20
		SP:Iteration 24Q (2053.550000 sec): 3 clusters
  Score: Raw -21089709.617958 + Penalty 5895.564405 = -21083814.053552
  nChanged 10
		SP:Iteration 25Q (2053.950000 sec): 3 clusters
  Score: Raw -21089714.690527 + Penalty 5895.564405 = -21083819.126122
  nChanged 11
		SP:Iteration 26Q (2054.350000 sec): 3 clusters
  Score: Raw -21089721.119067 + Penalty 5895.564405 = -21083825.554661
  nChanged 9
		SP:Iteration 27Q (2054.750000 sec): 3 clusters
  Score: Raw -21089724.949111 + Penalty 5895.564405 = -21083829.384705
  nChanged 3
		SP:Iteration 28Q (2055.150000 sec): 3 clusters
  Score: Raw -21089726.896484 + Penalty 5895.564405 = -21083831.332078
  nChanged 4
		SP:Iteration 29Q (2055.550000 sec): 3 clusters
  Score: Raw -21089728.288297 + Penalty 5895.564405 = -21083832.723891
  nChanged 2
		SP:Iteration 30Q (2055.960000 sec): 3 clusters
  Score: Raw -21089728.814624 + Penalty 5895.564405 = -21083833.250219
  nChanged 2
		SP:Iteration 31Q (2056.390000 sec): 3 clusters
  Score: Raw -21089729.624540 + Penalty 5895.564405 = -21083834.060134
  nChanged 1
		SP:Iteration 32Q (2056.790000 sec): 3 clusters
  Score: Raw -21089730.049322 + Penalty 5895.564405 = -21083834.484916
  nChanged 0
		SP:Iteration 33F (2057.350000 sec): 3 clusters
  Score: Raw -21089730.049322 + Penalty 5895.564405 = -21083834.484916
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2057.410000 sec): 2 clusters
  Score: Raw -19667.259116 + Penalty 1308.972435 = -18358.286681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2057.410000 sec): 3 clusters
  Score: Raw -20032.826422 + Penalty 2617.944871 = -17414.881551
  nChanged 21
		SP:Iteration 1F (2057.410000 sec): 3 clusters
  Score: Raw -20201.073592 + Penalty 2617.944871 = -17583.128721
  nChanged 8
		SP:Iteration 2Q (2057.410000 sec): 3 clusters
  Score: Raw -20261.057999 + Penalty 2617.944871 = -17643.113128
  nChanged 3
		SP:Iteration 3Q (2057.410000 sec): 3 clusters
  Score: Raw -20281.734037 + Penalty 2617.944871 = -17663.789166
  nChanged 0
		SP:Iteration 4F (2057.410000 sec): 3 clusters
  Score: Raw -20281.734037 + Penalty 2617.944871 = -17663.789166
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 29 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2057.420000 sec): 2 clusters
  Score: Raw -74196.170923 + Penalty 1539.730326 = -72656.440597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2057.420000 sec): 3 clusters
  Score: Raw -74223.457997 + Penalty 3079.460653 = -71143.997344
  nChanged 94
		SP:Iteration 1F (2057.420000 sec): 3 clusters
  Score: Raw -74409.169764 + Penalty 3079.460653 = -71329.709111
  nChanged 20
		SP:Iteration 2Q (2057.430000 sec): 3 clusters
  Score: Raw -74445.124384 + Penalty 3079.460653 = -71365.663731
  nChanged 4
		SP:Iteration 3Q (2057.430000 sec): 3 clusters
  Score: Raw -74451.847323 + Penalty 3079.460653 = -71372.386671
  nChanged 1
		SP:Iteration 4Q (2057.430000 sec): 3 clusters
  Score: Raw -74452.734715 + Penalty 3079.460653 = -71373.274062
  nChanged 1
		SP:Iteration 5Q (2057.430000 sec): 3 clusters
  Score: Raw -74454.649929 + Penalty 3079.460653 = -71375.189276
  nChanged 0
		SP:Iteration 6F (2057.430000 sec): 3 clusters
  Score: Raw -74454.649929 + Penalty 3079.460653 = -71375.189276
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 30 (31251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2057.550000 sec): 2 clusters
  Score: Raw -4782408.263394 + Penalty 2566.752050 = -4779841.511344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2057.680000 sec): 3 clusters
  Score: Raw -4763651.363170 + Penalty 5133.504101 = -4758517.859069
  nChanged 14037
		SP:Iteration 1F (2057.810000 sec): 3 clusters
  Score: Raw -4771183.552863 + Penalty 5133.504101 = -4766050.048762
  nChanged 1335
		SP:Iteration 2Q (2057.940000 sec): 3 clusters
  Score: Raw -4771553.841974 + Penalty 5133.504101 = -4766420.337874
  nChanged 1126
		SP:Iteration 3Q (2058.070000 sec): 3 clusters
  Score: Raw -4771852.252841 + Penalty 5133.504101 = -4766718.748741
  nChanged 1000
		SP:Iteration 4Q (2058.190000 sec): 3 clusters
  Score: Raw -4772091.912159 + Penalty 5133.504101 = -4766958.408058
  nChanged 869
		SP:Iteration 5Q (2058.320000 sec): 3 clusters
  Score: Raw -4772277.471387 + Penalty 5133.504101 = -4767143.967286
  nChanged 783
		SP:Iteration 6Q (2058.450000 sec): 3 clusters
  Score: Raw -4772450.917086 + Penalty 5133.504101 = -4767317.412985
  nChanged 714
		SP:Iteration 7Q (2058.580000 sec): 3 clusters
  Score: Raw -4772604.445686 + Penalty 5133.504101 = -4767470.941585
  nChanged 689
		SP:Iteration 8Q (2058.710000 sec): 3 clusters
  Score: Raw -4772756.127414 + Penalty 5133.504101 = -4767622.623313
  nChanged 714
		SP:Iteration 9Q (2058.830000 sec): 3 clusters
  Score: Raw -4772923.748017 + Penalty 5133.504101 = -4767790.243916
  nChanged 724
		SP:Iteration 10Q (2058.970000 sec): 3 clusters
  Score: Raw -4773098.567403 + Penalty 5133.504101 = -4767965.063303
  nChanged 787
		SP:Iteration 11Q (2059.100000 sec): 3 clusters
  Score: Raw -4773312.417774 + Penalty 5133.504101 = -4768178.913674
  nChanged 882
		SP:Iteration 12Q (2059.230000 sec): 3 clusters
  Score: Raw -4773592.762595 + Penalty 5133.504101 = -4768459.258494
  nChanged 1057
		SP:Iteration 13Q (2059.360000 sec): 3 clusters
  Score: Raw -4773996.773498 + Penalty 5133.504101 = -4768863.269398
  nChanged 1285
		SP:Iteration 14Q (2059.480000 sec): 3 clusters
  Score: Raw -4774616.283821 + Penalty 5133.504101 = -4769482.779721
  nChanged 1561
		SP:Iteration 15Q (2059.610000 sec): 3 clusters
  Score: Raw -4775529.082677 + Penalty 5133.504101 = -4770395.578576
  nChanged 1764
		SP:Iteration 16F (2059.740000 sec): 3 clusters
  Score: Raw -4776732.332645 + Penalty 5133.504101 = -4771598.828544
  nChanged 1786
		SP:Iteration 17F (2059.860000 sec): 3 clusters
  Score: Raw -4778206.382600 + Penalty 5133.504101 = -4773072.878499
  nChanged 1688
		SP:Iteration 18F (2059.980000 sec): 3 clusters
  Score: Raw -4779713.698110 + Penalty 5133.504101 = -4774580.194009
  nChanged 1205
		SP:Iteration 19Q (2060.100000 sec): 3 clusters
  Score: Raw -4780818.757986 + Penalty 5133.504101 = -4775685.253886
  nChanged 790
		SP:Iteration 20F (2060.230000 sec): 3 clusters
  Score: Raw -4781516.686499 + Penalty 5133.504101 = -4776383.182398
  nChanged 499
		SP:Iteration 21Q (2060.330000 sec): 3 clusters
  Score: Raw -4781916.233018 + Penalty 5133.504101 = -4776782.728918
  nChanged 340
		SP:Iteration 22Q (2060.430000 sec): 3 clusters
  Score: Raw -4782186.248232 + Penalty 5133.504101 = -4777052.744131
  nChanged 242
		SP:Iteration 23Q (2060.530000 sec): 3 clusters
  Score: Raw -4782345.347704 + Penalty 5133.504101 = -4777211.843603
  nChanged 154
		SP:Iteration 24Q (2060.620000 sec): 3 clusters
  Score: Raw -4782440.352943 + Penalty 5133.504101 = -4777306.848842
  nChanged 97
		SP:Iteration 25Q (2060.720000 sec): 3 clusters
  Score: Raw -4782491.596030 + Penalty 5133.504101 = -4777358.091929
  nChanged 65
		SP:Iteration 26Q (2060.810000 sec): 3 clusters
  Score: Raw -4782528.885566 + Penalty 5133.504101 = -4777395.381465
  nChanged 52
		SP:Iteration 27Q (2060.900000 sec): 3 clusters
  Score: Raw -4782558.318330 + Penalty 5133.504101 = -4777424.814230
  nChanged 37
		SP:Iteration 28Q (2060.990000 sec): 3 clusters
  Score: Raw -4782579.579467 + Penalty 5133.504101 = -4777446.075366
  nChanged 28
		SP:Iteration 29Q (2061.080000 sec): 3 clusters
  Score: Raw -4782594.909021 + Penalty 5133.504101 = -4777461.404920
  nChanged 26
		SP:Iteration 30Q (2061.180000 sec): 3 clusters
  Score: Raw -4782608.634183 + Penalty 5133.504101 = -4777475.130082
  nChanged 29
		SP:Iteration 31Q (2061.270000 sec): 3 clusters
  Score: Raw -4782623.707912 + Penalty 5133.504101 = -4777490.203812
  nChanged 22
		SP:Iteration 32Q (2061.360000 sec): 3 clusters
  Score: Raw -4782635.296128 + Penalty 5133.504101 = -4777501.792027
  nChanged 17
		SP:Iteration 33Q (2061.450000 sec): 3 clusters
  Score: Raw -4782644.057760 + Penalty 5133.504101 = -4777510.553659
  nChanged 12
		SP:Iteration 34Q (2061.540000 sec): 3 clusters
  Score: Raw -4782651.065470 + Penalty 5133.504101 = -4777517.561369
  nChanged 12
		SP:Iteration 35Q (2061.640000 sec): 3 clusters
  Score: Raw -4782658.781177 + Penalty 5133.504101 = -4777525.277076
  nChanged 13
		SP:Iteration 36Q (2061.730000 sec): 3 clusters
  Score: Raw -4782666.546616 + Penalty 5133.504101 = -4777533.042515
  nChanged 16
		SP:Iteration 37Q (2061.830000 sec): 3 clusters
  Score: Raw -4782674.515943 + Penalty 5133.504101 = -4777541.011842
  nChanged 15
		SP:Iteration 38Q (2061.920000 sec): 3 clusters
  Score: Raw -4782681.578118 + Penalty 5133.504101 = -4777548.074017
  nChanged 11
		SP:Iteration 39Q (2062.020000 sec): 3 clusters
  Score: Raw -4782688.808729 + Penalty 5133.504101 = -4777555.304628
  nChanged 8
		SP:Iteration 40F (2062.140000 sec): 3 clusters
  Score: Raw -4782693.547677 + Penalty 5133.504101 = -4777560.043576
  nChanged 2
		SP:Iteration 41Q (2062.240000 sec): 3 clusters
  Score: Raw -4782695.792936 + Penalty 5133.504101 = -4777562.288835
  nChanged 1
		SP:Iteration 42Q (2062.330000 sec): 3 clusters
  Score: Raw -4782696.303956 + Penalty 5133.504101 = -4777562.799855
  nChanged 2
		SP:Iteration 43Q (2062.420000 sec): 3 clusters
  Score: Raw -4782697.887385 + Penalty 5133.504101 = -4777564.383284
  nChanged 5
		SP:Iteration 44Q (2062.510000 sec): 3 clusters
  Score: Raw -4782699.686171 + Penalty 5133.504101 = -4777566.182071
  nChanged 2
		SP:Iteration 45Q (2062.600000 sec): 3 clusters
  Score: Raw -4782700.491093 + Penalty 5133.504101 = -4777566.986992
  nChanged 2
		SP:Iteration 46Q (2062.700000 sec): 3 clusters
  Score: Raw -4782701.501285 + Penalty 5133.504101 = -4777567.997185
  nChanged 3
		SP:Iteration 47Q (2062.780000 sec): 3 clusters
  Score: Raw -4782703.635379 + Penalty 5133.504101 = -4777570.131279
  nChanged 4
		SP:Iteration 48Q (2062.880000 sec): 3 clusters
  Score: Raw -4782708.217949 + Penalty 5133.504101 = -4777574.713848
  nChanged 4
		SP:Iteration 49Q (2062.970000 sec): 3 clusters
  Score: Raw -4782711.059064 + Penalty 5133.504101 = -4777577.554963
  nChanged 3
		SP:Iteration 50Q (2063.060000 sec): 3 clusters
  Score: Raw -4782712.548670 + Penalty 5133.504101 = -4777579.044569
  nChanged 1
		SP:Iteration 51Q (2063.150000 sec): 3 clusters
  Score: Raw -4782713.116584 + Penalty 5133.504101 = -4777579.612483
  nChanged 3
		SP:Iteration 52Q (2063.240000 sec): 3 clusters
  Score: Raw -4782715.205329 + Penalty 5133.504101 = -4777581.701229
  nChanged 4
		SP:Iteration 53Q (2063.330000 sec): 3 clusters
  Score: Raw -4782717.776108 + Penalty 5133.504101 = -4777584.272008
  nChanged 5
		SP:Iteration 54Q (2063.420000 sec): 3 clusters
  Score: Raw -4782720.447723 + Penalty 5133.504101 = -4777586.943622
  nChanged 5
		SP:Iteration 55Q (2063.510000 sec): 3 clusters
  Score: Raw -4782724.927074 + Penalty 5133.504101 = -4777591.422974
  nChanged 7
		SP:Iteration 56Q (2063.600000 sec): 3 clusters
  Score: Raw -4782729.216192 + Penalty 5133.504101 = -4777595.712091
  nChanged 8
		SP:Iteration 57Q (2063.690000 sec): 3 clusters
  Score: Raw -4782733.367785 + Penalty 5133.504101 = -4777599.863684
  nChanged 6
		SP:Iteration 58Q (2063.780000 sec): 3 clusters
  Score: Raw -4782737.164249 + Penalty 5133.504101 = -4777603.660148
  nChanged 5
		SP:Iteration 59Q (2063.870000 sec): 3 clusters
  Score: Raw -4782740.339382 + Penalty 5133.504101 = -4777606.835281
  nChanged 6
		SP:Iteration 60F (2064.000000 sec): 3 clusters
  Score: Raw -4782744.022793 + Penalty 5133.504101 = -4777610.518692
  nChanged 5
		SP:Iteration 61Q (2064.090000 sec): 3 clusters
  Score: Raw -4782746.666823 + Penalty 5133.504101 = -4777613.162723
  nChanged 4
		SP:Iteration 62Q (2064.180000 sec): 3 clusters
  Score: Raw -4782748.877282 + Penalty 5133.504101 = -4777615.373181
  nChanged 5
		SP:Iteration 63Q (2064.270000 sec): 3 clusters
  Score: Raw -4782750.953926 + Penalty 5133.504101 = -4777617.449825
  nChanged 0
		SP:Iteration 64F (2064.390000 sec): 3 clusters
  Score: Raw -4782750.953926 + Penalty 5133.504101 = -4777617.449825
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 31 (192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2064.410000 sec): 2 clusters
  Score: Raw -20677.031799 + Penalty 1303.858852 = -19373.172947
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2064.410000 sec): 3 clusters
  Score: Raw -20975.728340 + Penalty 2607.717705 = -18368.010636
  nChanged 18
		SP:Iteration 1F (2064.410000 sec): 3 clusters
  Score: Raw -21071.366244 + Penalty 2607.717705 = -18463.648540
  nChanged 2
		SP:Iteration 2Q (2064.410000 sec): 3 clusters
  Score: Raw -21078.768329 + Penalty 2607.717705 = -18471.050624
  nChanged 0
		SP:Iteration 3F (2064.410000 sec): 3 clusters
  Score: Raw -21078.768329 + Penalty 2607.717705 = -18471.050624
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 32 (720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2064.420000 sec): 2 clusters
  Score: Raw -92255.349171 + Penalty 1631.654301 = -90623.694871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2064.420000 sec): 3 clusters
  Score: Raw -92221.803109 + Penalty 3263.308601 = -88958.494508
  nChanged 166
		SP:Iteration 1F (2064.420000 sec): 3 clusters
  Score: Raw -92550.537931 + Penalty 3263.308601 = -89287.229330
  nChanged 62
		SP:Iteration 2F (2064.420000 sec): 3 clusters
  Score: Raw -92769.144597 + Penalty 3263.308601 = -89505.835995
  nChanged 47
		SP:Iteration 3F (2064.430000 sec): 3 clusters
  Score: Raw -92894.006390 + Penalty 3263.308601 = -89630.697789
  nChanged 33
		SP:Iteration 4Q (2064.430000 sec): 3 clusters
  Score: Raw -92987.578238 + Penalty 3263.308601 = -89724.269637
  nChanged 27
		SP:Iteration 5Q (2064.430000 sec): 3 clusters
  Score: Raw -93063.699347 + Penalty 3263.308601 = -89800.390746
  nChanged 21
		SP:Iteration 6Q (2064.430000 sec): 3 clusters
  Score: Raw -93119.173562 + Penalty 3263.308601 = -89855.864961
  nChanged 15
		SP:Iteration 7Q (2064.440000 sec): 3 clusters
  Score: Raw -93160.541767 + Penalty 3263.308601 = -89897.233166
  nChanged 7
		SP:Iteration 8Q (2064.440000 sec): 3 clusters
  Score: Raw -93172.996206 + Penalty 3263.308601 = -89909.687604
  nChanged 5
		SP:Iteration 9Q (2064.440000 sec): 3 clusters
  Score: Raw -93187.446194 + Penalty 3263.308601 = -89924.137593
  nChanged 5
		SP:Iteration 10Q (2064.440000 sec): 3 clusters
  Score: Raw -93197.765089 + Penalty 3263.308601 = -89934.456488
  nChanged 2
		SP:Iteration 11Q (2064.440000 sec): 3 clusters
  Score: Raw -93200.882835 + Penalty 3263.308601 = -89937.574234
  nChanged 2
		SP:Iteration 12Q (2064.450000 sec): 3 clusters
  Score: Raw -93202.483516 + Penalty 3263.308601 = -89939.174914
  nChanged 1
		SP:Iteration 13Q (2064.450000 sec): 3 clusters
  Score: Raw -93204.129983 + Penalty 3263.308601 = -89940.821382
  nChanged 1
		SP:Iteration 14Q (2064.450000 sec): 3 clusters
  Score: Raw -93205.834637 + Penalty 3263.308601 = -89942.526036
  nChanged 0
		SP:Iteration 15F (2064.460000 sec): 3 clusters
  Score: Raw -93205.834637 + Penalty 3263.308601 = -89942.526036
  nChanged 0
Deleting Class 9 (83 points): Lose 1816.823748 but Gain 3374.686117
Iteration 139Q (2073.160000 sec): 34 clusters
  Score: Raw -117611060.607727 + Penalty 111364.641871 = -117499695.965856
  nChanged 619
Deleting Class 23 (93 points): Lose 2756.441977 but Gain 3374.686117
Iteration 140F (2109.010000 sec): 33 clusters
  Score: Raw -117609024.063541 + Penalty 107989.955754 = -117501034.107788
  nChanged 793
Iteration 141Q (2116.990000 sec): 33 clusters
  Score: Raw -117611025.297457 + Penalty 107989.955754 = -117503035.341704
  nChanged 678
Iteration 142Q (2124.980000 sec): 33 clusters
  Score: Raw -117611292.514647 + Penalty 107989.955754 = -117503302.558893
  nChanged 610
Iteration 143Q (2132.960000 sec): 33 clusters
  Score: Raw -117611355.178519 + Penalty 107989.955754 = -117503365.222766
  nChanged 566
Iteration 144Q (2140.940000 sec): 33 clusters
  Score: Raw -117611403.585513 + Penalty 107989.955754 = -117503413.629760
  nChanged 546
Iteration 145Q (2148.900000 sec): 33 clusters
  Score: Raw -117611444.446792 + Penalty 107989.955754 = -117503454.491039
  nChanged 522
Iteration 146Q (2156.900000 sec): 33 clusters
  Score: Raw -117611472.440911 + Penalty 107989.955754 = -117503482.485157
  nChanged 513
Iteration 147Q (2164.890000 sec): 33 clusters
  Score: Raw -117611498.146314 + Penalty 107989.955754 = -117503508.190561
  nChanged 459
Iteration 148Q (2172.810000 sec): 33 clusters
  Score: Raw -117611521.491894 + Penalty 107989.955754 = -117503531.536141
  nChanged 437
Iteration 149Q (2180.770000 sec): 33 clusters
  Score: Raw -117611540.370120 + Penalty 107989.955754 = -117503550.414367
  nChanged 378
Iteration 150Q (2188.780000 sec): 33 clusters
  Score: Raw -117611557.770028 + Penalty 107989.955754 = -117503567.814275
  nChanged 391
Iteration 151Q (2196.720000 sec): 33 clusters
  Score: Raw -117611576.798941 + Penalty 107989.955754 = -117503586.843187
  nChanged 366
Iteration 152Q (2204.670000 sec): 33 clusters
  Score: Raw -117611592.555307 + Penalty 107989.955754 = -117503602.599553
  nChanged 328
Iteration 153Q (2212.670000 sec): 33 clusters
  Score: Raw -117611605.090716 + Penalty 107989.955754 = -117503615.134963
  nChanged 306
Iteration 154Q (2220.650000 sec): 33 clusters
  Score: Raw -117611617.236638 + Penalty 107989.955754 = -117503627.280884
  nChanged 299
Iteration 155Q (2228.640000 sec): 33 clusters
  Score: Raw -117611627.674975 + Penalty 107989.955754 = -117503637.719222
  nChanged 250
Iteration 156Q (2236.630000 sec): 33 clusters
  Score: Raw -117611638.622642 + Penalty 107989.955754 = -117503648.666889
  nChanged 249
Iteration 157Q (2244.620000 sec): 33 clusters
  Score: Raw -117611649.309927 + Penalty 107989.955754 = -117503659.354174
  nChanged 220
Iteration 158Q (2252.570000 sec): 33 clusters
  Score: Raw -117611659.865250 + Penalty 107989.955754 = -117503669.909497
  nChanged 209
Iteration 159Q (2260.500000 sec): 33 clusters
  Score: Raw -117611667.910502 + Penalty 107989.955754 = -117503677.954749
  nChanged 171
Iteration 160F (2294.580000 sec): 33 clusters
  Score: Raw -117611681.219438 + Penalty 107989.955754 = -117503691.263685
  nChanged 159
Iteration 161Q (2302.570000 sec): 33 clusters
  Score: Raw -117611719.892122 + Penalty 107989.955754 = -117503729.936368
  nChanged 168
Iteration 162Q (2310.550000 sec): 33 clusters
  Score: Raw -117611724.486598 + Penalty 107989.955754 = -117503734.530845
  nChanged 148
Iteration 163Q (2318.510000 sec): 33 clusters
  Score: Raw -117611729.157745 + Penalty 107989.955754 = -117503739.201992
  nChanged 132
Iteration 164Q (2326.550000 sec): 33 clusters
  Score: Raw -117611733.148508 + Penalty 107989.955754 = -117503743.192755
  nChanged 121
Iteration 165Q (2334.590000 sec): 33 clusters
  Score: Raw -117611737.352858 + Penalty 107989.955754 = -117503747.397105
  nChanged 102
Iteration 166Q (2342.620000 sec): 33 clusters
  Score: Raw -117611741.731981 + Penalty 107989.955754 = -117503751.776227
  nChanged 92
Iteration 167Q (2350.950000 sec): 33 clusters
  Score: Raw -117611745.431811 + Penalty 107989.955754 = -117503755.476057
  nChanged 96
Iteration 168Q (2361.140000 sec): 33 clusters
  Score: Raw -117611749.691875 + Penalty 107989.955754 = -117503759.736122
  nChanged 104
Iteration 169Q (2371.220000 sec): 33 clusters
  Score: Raw -117611753.757183 + Penalty 107989.955754 = -117503763.801430
  nChanged 111
Iteration 170Q (2381.280000 sec): 33 clusters
  Score: Raw -117611759.713895 + Penalty 107989.955754 = -117503769.758142
  nChanged 133
Iteration 171Q (2391.220000 sec): 33 clusters
  Score: Raw -117611767.909132 + Penalty 107989.955754 = -117503777.953378
  nChanged 150
Iteration 172Q (2401.220000 sec): 33 clusters
  Score: Raw -117611778.172613 + Penalty 107989.955754 = -117503788.216860
  nChanged 186
Iteration 173Q (2411.280000 sec): 33 clusters
  Score: Raw -117611792.325389 + Penalty 107989.955754 = -117503802.369636
  nChanged 162
Iteration 174Q (2421.490000 sec): 33 clusters
  Score: Raw -117611808.154810 + Penalty 107989.955754 = -117503818.199057
  nChanged 188
Iteration 175Q (2431.430000 sec): 33 clusters
  Score: Raw -117611828.226851 + Penalty 107989.955754 = -117503838.271098
  nChanged 196
Iteration 176Q (2441.090000 sec): 33 clusters
  Score: Raw -117611845.260921 + Penalty 107989.955754 = -117503855.305168
  nChanged 215
Iteration 177Q (2450.550000 sec): 33 clusters
  Score: Raw -117611864.179846 + Penalty 107989.955754 = -117503874.224092
  nChanged 224
Iteration 178Q (2459.980000 sec): 33 clusters
  Score: Raw -117611884.924980 + Penalty 107989.955754 = -117503894.969227
  nChanged 234
Writing temp clu file 
Because OldScore, -117503874.224092, is greater than current (better) Score,-117503894.969227 
 Compute initial score before splitting:   Score: Raw -117611884.924980 + Penalty 107989.955754 = -117503894.969227
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.130000 sec): 2 clusters
  Score: Raw -122761.033076 + Penalty 1666.315262 = -121094.717813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.140000 sec): 3 clusters
  Score: Raw -122604.486162 + Penalty 3332.630525 = -119271.855637
  nChanged 203
		SP:Iteration 1F (2460.140000 sec): 3 clusters
  Score: Raw -122837.112451 + Penalty 3332.630525 = -119504.481927
  nChanged 46
		SP:Iteration 2F (2460.140000 sec): 3 clusters
  Score: Raw -122907.386232 + Penalty 3332.630525 = -119574.755707
  nChanged 25
		SP:Iteration 3Q (2460.140000 sec): 3 clusters
  Score: Raw -122943.130750 + Penalty 3332.630525 = -119610.500225
  nChanged 13
		SP:Iteration 4Q (2460.150000 sec): 3 clusters
  Score: Raw -122958.133763 + Penalty 3332.630525 = -119625.503239
  nChanged 4
		SP:Iteration 5Q (2460.150000 sec): 3 clusters
  Score: Raw -122964.054220 + Penalty 3332.630525 = -119631.423696
  nChanged 4
		SP:Iteration 6Q (2460.150000 sec): 3 clusters
  Score: Raw -122972.465980 + Penalty 3332.630525 = -119639.835456
  nChanged 3
		SP:Iteration 7Q (2460.160000 sec): 3 clusters
  Score: Raw -122976.172829 + Penalty 3332.630525 = -119643.542304
  nChanged 2
		SP:Iteration 8Q (2460.160000 sec): 3 clusters
  Score: Raw -122979.370161 + Penalty 3332.630525 = -119646.739636
  nChanged 2
		SP:Iteration 9Q (2460.160000 sec): 3 clusters
  Score: Raw -122981.373338 + Penalty 3332.630525 = -119648.742814
  nChanged 2
		SP:Iteration 10Q (2460.170000 sec): 3 clusters
  Score: Raw -122985.085806 + Penalty 3332.630525 = -119652.455282
  nChanged 2
		SP:Iteration 11Q (2460.170000 sec): 3 clusters
  Score: Raw -122987.108039 + Penalty 3332.630525 = -119654.477514
  nChanged 2
		SP:Iteration 12Q (2460.170000 sec): 3 clusters
  Score: Raw -122989.552882 + Penalty 3332.630525 = -119656.922358
  nChanged 0
		SP:Iteration 13F (2460.180000 sec): 3 clusters
  Score: Raw -122989.552882 + Penalty 3332.630525 = -119656.922358
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.180000 sec): 2 clusters
  Score: Raw -179904.369306 + Penalty 1762.234960 = -178142.134345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.190000 sec): 3 clusters
  Score: Raw -179594.187608 + Penalty 3524.469920 = -176069.717688
  nChanged 335
		SP:Iteration 1F (2460.190000 sec): 3 clusters
  Score: Raw -179977.976105 + Penalty 3524.469920 = -176453.506185
  nChanged 93
		SP:Iteration 2F (2460.200000 sec): 3 clusters
  Score: Raw -180141.008259 + Penalty 3524.469920 = -176616.538339
  nChanged 42
		SP:Iteration 3Q (2460.200000 sec): 3 clusters
  Score: Raw -180196.355434 + Penalty 3524.469920 = -176671.885514
  nChanged 30
		SP:Iteration 4Q (2460.210000 sec): 3 clusters
  Score: Raw -180232.687030 + Penalty 3524.469920 = -176708.217110
  nChanged 12
		SP:Iteration 5Q (2460.210000 sec): 3 clusters
  Score: Raw -180247.087137 + Penalty 3524.469920 = -176722.617217
  nChanged 18
		SP:Iteration 6Q (2460.220000 sec): 3 clusters
  Score: Raw -180270.720057 + Penalty 3524.469920 = -176746.250137
  nChanged 12
		SP:Iteration 7Q (2460.220000 sec): 3 clusters
  Score: Raw -180285.989446 + Penalty 3524.469920 = -176761.519526
  nChanged 8
		SP:Iteration 8Q (2460.220000 sec): 3 clusters
  Score: Raw -180293.744744 + Penalty 3524.469920 = -176769.274824
  nChanged 5
		SP:Iteration 9Q (2460.230000 sec): 3 clusters
  Score: Raw -180297.290647 + Penalty 3524.469920 = -176772.820727
  nChanged 2
		SP:Iteration 10Q (2460.230000 sec): 3 clusters
  Score: Raw -180299.926895 + Penalty 3524.469920 = -176775.456975
  nChanged 2
		SP:Iteration 11Q (2460.240000 sec): 3 clusters
  Score: Raw -180303.154465 + Penalty 3524.469920 = -176778.684545
  nChanged 0
		SP:Iteration 12F (2460.240000 sec): 3 clusters
  Score: Raw -180303.154465 + Penalty 3524.469920 = -176778.684545
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.250000 sec): 2 clusters
  Score: Raw -22282.278239 + Penalty 1294.648245 = -20987.629995
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.250000 sec): 3 clusters
  Score: Raw -22605.113678 + Penalty 2589.296489 = -20015.817189
  nChanged 24
		SP:Iteration 1F (2460.250000 sec): 3 clusters
  Score: Raw -22711.338339 + Penalty 2589.296489 = -20122.041849
  nChanged 1
		SP:Iteration 2Q (2460.250000 sec): 3 clusters
  Score: Raw -22718.652269 + Penalty 2589.296489 = -20129.355780
  nChanged 1
		SP:Iteration 3Q (2460.250000 sec): 3 clusters
  Score: Raw -22725.181316 + Penalty 2589.296489 = -20135.884827
  nChanged 3
		SP:Iteration 4Q (2460.250000 sec): 3 clusters
  Score: Raw -22742.668963 + Penalty 2589.296489 = -20153.372474
  nChanged 2
		SP:Iteration 5Q (2460.250000 sec): 3 clusters
  Score: Raw -22749.823885 + Penalty 2589.296489 = -20160.527396
  nChanged 0
		SP:Iteration 6F (2460.250000 sec): 3 clusters
  Score: Raw -22749.823885 + Penalty 2589.296489 = -20160.527396
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (2355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.260000 sec): 2 clusters
  Score: Raw -345170.436905 + Penalty 1925.545410 = -343244.891496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.270000 sec): 3 clusters
  Score: Raw -344272.370654 + Penalty 3851.090819 = -340421.279835
  nChanged 765
		SP:Iteration 1F (2460.280000 sec): 3 clusters
  Score: Raw -344792.588436 + Penalty 3851.090819 = -340941.497617
  nChanged 192
		SP:Iteration 2F (2460.290000 sec): 3 clusters
  Score: Raw -344957.097504 + Penalty 3851.090819 = -341106.006685
  nChanged 115
		SP:Iteration 3Q (2460.300000 sec): 3 clusters
  Score: Raw -345052.651885 + Penalty 3851.090819 = -341201.561066
  nChanged 85
		SP:Iteration 4Q (2460.310000 sec): 3 clusters
  Score: Raw -345113.599546 + Penalty 3851.090819 = -341262.508727
  nChanged 70
		SP:Iteration 5Q (2460.320000 sec): 3 clusters
  Score: Raw -345161.545767 + Penalty 3851.090819 = -341310.454947
  nChanged 49
		SP:Iteration 6Q (2460.330000 sec): 3 clusters
  Score: Raw -345199.524459 + Penalty 3851.090819 = -341348.433640
  nChanged 35
		SP:Iteration 7Q (2460.340000 sec): 3 clusters
  Score: Raw -345221.638757 + Penalty 3851.090819 = -341370.547937
  nChanged 28
		SP:Iteration 8Q (2460.350000 sec): 3 clusters
  Score: Raw -345241.188187 + Penalty 3851.090819 = -341390.097368
  nChanged 34
		SP:Iteration 9Q (2460.360000 sec): 3 clusters
  Score: Raw -345265.009037 + Penalty 3851.090819 = -341413.918217
  nChanged 33
		SP:Iteration 10Q (2460.360000 sec): 3 clusters
  Score: Raw -345293.201676 + Penalty 3851.090819 = -341442.110857
  nChanged 35
		SP:Iteration 11Q (2460.380000 sec): 3 clusters
  Score: Raw -345321.617041 + Penalty 3851.090819 = -341470.526222
  nChanged 36
		SP:Iteration 12Q (2460.380000 sec): 3 clusters
  Score: Raw -345347.245224 + Penalty 3851.090819 = -341496.154405
  nChanged 26
		SP:Iteration 13Q (2460.390000 sec): 3 clusters
  Score: Raw -345365.934449 + Penalty 3851.090819 = -341514.843630
  nChanged 26
		SP:Iteration 14Q (2460.400000 sec): 3 clusters
  Score: Raw -345391.324336 + Penalty 3851.090819 = -341540.233516
  nChanged 32
		SP:Iteration 15Q (2460.410000 sec): 3 clusters
  Score: Raw -345416.960715 + Penalty 3851.090819 = -341565.869896
  nChanged 36
		SP:Iteration 16Q (2460.420000 sec): 3 clusters
  Score: Raw -345450.792094 + Penalty 3851.090819 = -341599.701275
  nChanged 33
		SP:Iteration 17Q (2460.430000 sec): 3 clusters
  Score: Raw -345480.792008 + Penalty 3851.090819 = -341629.701188
  nChanged 35
		SP:Iteration 18Q (2460.440000 sec): 3 clusters
  Score: Raw -345515.955141 + Penalty 3851.090819 = -341664.864322
  nChanged 46
		SP:Iteration 19Q (2460.450000 sec): 3 clusters
  Score: Raw -345550.508882 + Penalty 3851.090819 = -341699.418063
  nChanged 33
		SP:Iteration 20F (2460.460000 sec): 3 clusters
  Score: Raw -345575.229250 + Penalty 3851.090819 = -341724.138431
  nChanged 31
		SP:Iteration 21Q (2460.470000 sec): 3 clusters
  Score: Raw -345601.792079 + Penalty 3851.090819 = -341750.701260
  nChanged 32
		SP:Iteration 22Q (2460.480000 sec): 3 clusters
  Score: Raw -345635.564884 + Penalty 3851.090819 = -341784.474065
  nChanged 41
		SP:Iteration 23Q (2460.480000 sec): 3 clusters
  Score: Raw -345680.426816 + Penalty 3851.090819 = -341829.335996
  nChanged 37
		SP:Iteration 24Q (2460.490000 sec): 3 clusters
  Score: Raw -345722.385852 + Penalty 3851.090819 = -341871.295033
  nChanged 38
		SP:Iteration 25Q (2460.500000 sec): 3 clusters
  Score: Raw -345762.908657 + Penalty 3851.090819 = -341911.817837
  nChanged 30
		SP:Iteration 26Q (2460.510000 sec): 3 clusters
  Score: Raw -345795.520419 + Penalty 3851.090819 = -341944.429600
  nChanged 32
		SP:Iteration 27Q (2460.520000 sec): 3 clusters
  Score: Raw -345822.502841 + Penalty 3851.090819 = -341971.412021
  nChanged 21
		SP:Iteration 28Q (2460.530000 sec): 3 clusters
  Score: Raw -345835.993581 + Penalty 3851.090819 = -341984.902761
  nChanged 17
		SP:Iteration 29Q (2460.540000 sec): 3 clusters
  Score: Raw -345845.778215 + Penalty 3851.090819 = -341994.687395
  nChanged 18
		SP:Iteration 30Q (2460.540000 sec): 3 clusters
  Score: Raw -345860.664185 + Penalty 3851.090819 = -342009.573365
  nChanged 12
		SP:Iteration 31Q (2460.550000 sec): 3 clusters
  Score: Raw -345868.284473 + Penalty 3851.090819 = -342017.193654
  nChanged 9
		SP:Iteration 32Q (2460.560000 sec): 3 clusters
  Score: Raw -345873.569146 + Penalty 3851.090819 = -342022.478326
  nChanged 7
		SP:Iteration 33Q (2460.570000 sec): 3 clusters
  Score: Raw -345876.012430 + Penalty 3851.090819 = -342024.921611
  nChanged 7
		SP:Iteration 34Q (2460.580000 sec): 3 clusters
  Score: Raw -345880.974197 + Penalty 3851.090819 = -342029.883378
  nChanged 7
		SP:Iteration 35Q (2460.590000 sec): 3 clusters
  Score: Raw -345883.556993 + Penalty 3851.090819 = -342032.466173
  nChanged 7
		SP:Iteration 36Q (2460.600000 sec): 3 clusters
  Score: Raw -345888.988780 + Penalty 3851.090819 = -342037.897961
  nChanged 2
		SP:Iteration 37Q (2460.600000 sec): 3 clusters
  Score: Raw -345889.532914 + Penalty 3851.090819 = -342038.442094
  nChanged 0
		SP:Iteration 38F (2460.610000 sec): 3 clusters
  Score: Raw -345889.532914 + Penalty 3851.090819 = -342038.442094
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.620000 sec): 2 clusters
  Score: Raw -77809.852459 + Penalty 1571.093454 = -76238.759005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.620000 sec): 3 clusters
  Score: Raw -77840.518511 + Penalty 3142.186909 = -74698.331602
  nChanged 122
		SP:Iteration 1F (2460.620000 sec): 3 clusters
  Score: Raw -78100.053646 + Penalty 3142.186909 = -74957.866737
  nChanged 23
		SP:Iteration 2Q (2460.620000 sec): 3 clusters
  Score: Raw -78198.640470 + Penalty 3142.186909 = -75056.453562
  nChanged 16
		SP:Iteration 3Q (2460.630000 sec): 3 clusters
  Score: Raw -78274.517664 + Penalty 3142.186909 = -75132.330755
  nChanged 20
		SP:Iteration 4Q (2460.630000 sec): 3 clusters
  Score: Raw -78364.955844 + Penalty 3142.186909 = -75222.768935
  nChanged 24
		SP:Iteration 5Q (2460.630000 sec): 3 clusters
  Score: Raw -78418.990008 + Penalty 3142.186909 = -75276.803099
  nChanged 13
		SP:Iteration 6Q (2460.630000 sec): 3 clusters
  Score: Raw -78451.594584 + Penalty 3142.186909 = -75309.407675
  nChanged 18
		SP:Iteration 7Q (2460.640000 sec): 3 clusters
  Score: Raw -78496.001003 + Penalty 3142.186909 = -75353.814094
  nChanged 22
		SP:Iteration 8Q (2460.640000 sec): 3 clusters
  Score: Raw -78545.478291 + Penalty 3142.186909 = -75403.291382
  nChanged 23
		SP:Iteration 9Q (2460.640000 sec): 3 clusters
  Score: Raw -78596.774121 + Penalty 3142.186909 = -75454.587212
  nChanged 19
		SP:Iteration 10Q (2460.640000 sec): 3 clusters
  Score: Raw -78655.893029 + Penalty 3142.186909 = -75513.706121
  nChanged 17
		SP:Iteration 11Q (2460.640000 sec): 3 clusters
  Score: Raw -78724.793165 + Penalty 3142.186909 = -75582.606257
  nChanged 11
		SP:Iteration 12Q (2460.640000 sec): 3 clusters
  Score: Raw -78776.547913 + Penalty 3142.186909 = -75634.361004
  nChanged 5
		SP:Iteration 13Q (2460.650000 sec): 3 clusters
  Score: Raw -78794.492386 + Penalty 3142.186909 = -75652.305478
  nChanged 1
		SP:Iteration 14Q (2460.650000 sec): 3 clusters
  Score: Raw -78801.517055 + Penalty 3142.186909 = -75659.330147
  nChanged 2
		SP:Iteration 15Q (2460.650000 sec): 3 clusters
  Score: Raw -78808.845555 + Penalty 3142.186909 = -75666.658646
  nChanged 3
		SP:Iteration 16Q (2460.650000 sec): 3 clusters
  Score: Raw -78821.791201 + Penalty 3142.186909 = -75679.604293
  nChanged 2
		SP:Iteration 17Q (2460.660000 sec): 3 clusters
  Score: Raw -78825.329950 + Penalty 3142.186909 = -75683.143041
  nChanged 0
		SP:Iteration 18F (2460.660000 sec): 3 clusters
  Score: Raw -78825.329950 + Penalty 3142.186909 = -75683.143041
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.720000 sec): 2 clusters
  Score: Raw -2459821.203206 + Penalty 2427.025162 = -2457394.178045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.800000 sec): 3 clusters
  Score: Raw -2449576.125086 + Penalty 4854.050323 = -2444722.074763
  nChanged 7748
		SP:Iteration 1F (2460.870000 sec): 3 clusters
  Score: Raw -2453828.786920 + Penalty 4854.050323 = -2448974.736597
  nChanged 983
		SP:Iteration 2F (2460.950000 sec): 3 clusters
  Score: Raw -2454214.024259 + Penalty 4854.050323 = -2449359.973935
  nChanged 828
		SP:Iteration 3Q (2461.020000 sec): 3 clusters
  Score: Raw -2454527.482018 + Penalty 4854.050323 = -2449673.431695
  nChanged 712
		SP:Iteration 4Q (2461.100000 sec): 3 clusters
  Score: Raw -2454811.353151 + Penalty 4854.050323 = -2449957.302828
  nChanged 719
		SP:Iteration 5Q (2461.180000 sec): 3 clusters
  Score: Raw -2455107.366366 + Penalty 4854.050323 = -2450253.316043
  nChanged 711
		SP:Iteration 6Q (2461.250000 sec): 3 clusters
  Score: Raw -2455421.547099 + Penalty 4854.050323 = -2450567.496776
  nChanged 700
		SP:Iteration 7Q (2461.320000 sec): 3 clusters
  Score: Raw -2455755.204115 + Penalty 4854.050323 = -2450901.153792
  nChanged 716
		SP:Iteration 8Q (2461.400000 sec): 3 clusters
  Score: Raw -2456140.857054 + Penalty 4854.050323 = -2451286.806730
  nChanged 744
		SP:Iteration 9Q (2461.460000 sec): 3 clusters
  Score: Raw -2456543.482626 + Penalty 4854.050323 = -2451689.432303
  nChanged 753
		SP:Iteration 10Q (2461.530000 sec): 3 clusters
  Score: Raw -2456941.567754 + Penalty 4854.050323 = -2452087.517431
  nChanged 684
		SP:Iteration 11Q (2461.600000 sec): 3 clusters
  Score: Raw -2457310.890626 + Penalty 4854.050323 = -2452456.840303
  nChanged 611
		SP:Iteration 12Q (2461.660000 sec): 3 clusters
  Score: Raw -2457610.375093 + Penalty 4854.050323 = -2452756.324770
  nChanged 539
		SP:Iteration 13Q (2461.720000 sec): 3 clusters
  Score: Raw -2457860.876031 + Penalty 4854.050323 = -2453006.825708
  nChanged 445
		SP:Iteration 14Q (2461.790000 sec): 3 clusters
  Score: Raw -2458058.437223 + Penalty 4854.050323 = -2453204.386900
  nChanged 382
		SP:Iteration 15Q (2461.850000 sec): 3 clusters
  Score: Raw -2458220.948707 + Penalty 4854.050323 = -2453366.898383
  nChanged 335
		SP:Iteration 16Q (2461.910000 sec): 3 clusters
  Score: Raw -2458355.574494 + Penalty 4854.050323 = -2453501.524171
  nChanged 291
		SP:Iteration 17Q (2461.970000 sec): 3 clusters
  Score: Raw -2458464.472047 + Penalty 4854.050323 = -2453610.421724
  nChanged 267
		SP:Iteration 18Q (2462.040000 sec): 3 clusters
  Score: Raw -2458572.707027 + Penalty 4854.050323 = -2453718.656704
  nChanged 232
		SP:Iteration 19Q (2462.100000 sec): 3 clusters
  Score: Raw -2458660.771126 + Penalty 4854.050323 = -2453806.720803
  nChanged 234
		SP:Iteration 20F (2462.160000 sec): 3 clusters
  Score: Raw -2458736.820717 + Penalty 4854.050323 = -2453882.770394
  nChanged 195
		SP:Iteration 21Q (2462.220000 sec): 3 clusters
  Score: Raw -2458800.070334 + Penalty 4854.050323 = -2453946.020011
  nChanged 215
		SP:Iteration 22Q (2462.280000 sec): 3 clusters
  Score: Raw -2458869.918480 + Penalty 4854.050323 = -2454015.868157
  nChanged 188
		SP:Iteration 23Q (2462.340000 sec): 3 clusters
  Score: Raw -2458931.752319 + Penalty 4854.050323 = -2454077.701996
  nChanged 177
		SP:Iteration 24Q (2462.400000 sec): 3 clusters
  Score: Raw -2458998.799994 + Penalty 4854.050323 = -2454144.749671
  nChanged 187
		SP:Iteration 25Q (2462.450000 sec): 3 clusters
  Score: Raw -2459066.702205 + Penalty 4854.050323 = -2454212.651881
  nChanged 166
		SP:Iteration 26Q (2462.510000 sec): 3 clusters
  Score: Raw -2459127.425675 + Penalty 4854.050323 = -2454273.375352
  nChanged 174
		SP:Iteration 27Q (2462.570000 sec): 3 clusters
  Score: Raw -2459194.583808 + Penalty 4854.050323 = -2454340.533485
  nChanged 173
		SP:Iteration 28Q (2462.620000 sec): 3 clusters
  Score: Raw -2459259.281702 + Penalty 4854.050323 = -2454405.231378
  nChanged 177
		SP:Iteration 29Q (2462.680000 sec): 3 clusters
  Score: Raw -2459327.191554 + Penalty 4854.050323 = -2454473.141231
  nChanged 154
		SP:Iteration 30Q (2462.740000 sec): 3 clusters
  Score: Raw -2459386.594900 + Penalty 4854.050323 = -2454532.544577
  nChanged 159
		SP:Iteration 31Q (2462.790000 sec): 3 clusters
  Score: Raw -2459458.681768 + Penalty 4854.050323 = -2454604.631445
  nChanged 149
		SP:Iteration 32Q (2462.840000 sec): 3 clusters
  Score: Raw -2459527.218068 + Penalty 4854.050323 = -2454673.167745
  nChanged 137
		SP:Iteration 33Q (2462.900000 sec): 3 clusters
  Score: Raw -2459588.977060 + Penalty 4854.050323 = -2454734.926737
  nChanged 148
		SP:Iteration 34Q (2462.950000 sec): 3 clusters
  Score: Raw -2459653.373590 + Penalty 4854.050323 = -2454799.323266
  nChanged 134
		SP:Iteration 35Q (2463.010000 sec): 3 clusters
  Score: Raw -2459720.081801 + Penalty 4854.050323 = -2454866.031478
  nChanged 117
		SP:Iteration 36Q (2463.060000 sec): 3 clusters
  Score: Raw -2459782.256407 + Penalty 4854.050323 = -2454928.206083
  nChanged 125
		SP:Iteration 37Q (2463.110000 sec): 3 clusters
  Score: Raw -2459849.451966 + Penalty 4854.050323 = -2454995.401643
  nChanged 127
		SP:Iteration 38Q (2463.160000 sec): 3 clusters
  Score: Raw -2459905.947852 + Penalty 4854.050323 = -2455051.897528
  nChanged 99
		SP:Iteration 39Q (2463.220000 sec): 3 clusters
  Score: Raw -2459959.676636 + Penalty 4854.050323 = -2455105.626313
  nChanged 102
		SP:Iteration 40F (2463.280000 sec): 3 clusters
  Score: Raw -2460018.159460 + Penalty 4854.050323 = -2455164.109137
  nChanged 88
		SP:Iteration 41Q (2463.340000 sec): 3 clusters
  Score: Raw -2460069.457698 + Penalty 4854.050323 = -2455215.407375
  nChanged 64
		SP:Iteration 42Q (2463.380000 sec): 3 clusters
  Score: Raw -2460109.277147 + Penalty 4854.050323 = -2455255.226824
  nChanged 60
		SP:Iteration 43Q (2463.440000 sec): 3 clusters
  Score: Raw -2460137.064868 + Penalty 4854.050323 = -2455283.014544
  nChanged 48
		SP:Iteration 44Q (2463.490000 sec): 3 clusters
  Score: Raw -2460159.786677 + Penalty 4854.050323 = -2455305.736353
  nChanged 42
		SP:Iteration 45Q (2463.540000 sec): 3 clusters
  Score: Raw -2460181.411001 + Penalty 4854.050323 = -2455327.360678
  nChanged 33
		SP:Iteration 46Q (2463.590000 sec): 3 clusters
  Score: Raw -2460195.762372 + Penalty 4854.050323 = -2455341.712049
  nChanged 23
		SP:Iteration 47Q (2463.640000 sec): 3 clusters
  Score: Raw -2460207.972488 + Penalty 4854.050323 = -2455353.922165
  nChanged 30
		SP:Iteration 48Q (2463.690000 sec): 3 clusters
  Score: Raw -2460223.974241 + Penalty 4854.050323 = -2455369.923918
  nChanged 31
		SP:Iteration 49Q (2463.740000 sec): 3 clusters
  Score: Raw -2460239.788461 + Penalty 4854.050323 = -2455385.738138
  nChanged 32
		SP:Iteration 50Q (2463.790000 sec): 3 clusters
  Score: Raw -2460259.208636 + Penalty 4854.050323 = -2455405.158312
  nChanged 24
		SP:Iteration 51Q (2463.840000 sec): 3 clusters
  Score: Raw -2460274.755355 + Penalty 4854.050323 = -2455420.705032
  nChanged 21
		SP:Iteration 52Q (2463.890000 sec): 3 clusters
  Score: Raw -2460285.812769 + Penalty 4854.050323 = -2455431.762446
  nChanged 18
		SP:Iteration 53Q (2463.940000 sec): 3 clusters
  Score: Raw -2460295.983830 + Penalty 4854.050323 = -2455441.933507
  nChanged 16
		SP:Iteration 54Q (2463.990000 sec): 3 clusters
  Score: Raw -2460304.653251 + Penalty 4854.050323 = -2455450.602928
  nChanged 18
		SP:Iteration 55Q (2464.040000 sec): 3 clusters
  Score: Raw -2460313.522930 + Penalty 4854.050323 = -2455459.472607
  nChanged 12
		SP:Iteration 56Q (2464.090000 sec): 3 clusters
  Score: Raw -2460318.787722 + Penalty 4854.050323 = -2455464.737398
  nChanged 12
		SP:Iteration 57Q (2464.140000 sec): 3 clusters
  Score: Raw -2460325.008095 + Penalty 4854.050323 = -2455470.957772
  nChanged 11
		SP:Iteration 58Q (2464.180000 sec): 3 clusters
  Score: Raw -2460330.357231 + Penalty 4854.050323 = -2455476.306908
  nChanged 9
		SP:Iteration 59Q (2464.230000 sec): 3 clusters
  Score: Raw -2460334.257123 + Penalty 4854.050323 = -2455480.206800
  nChanged 9
		SP:Iteration 60F (2464.300000 sec): 3 clusters
  Score: Raw -2460337.769419 + Penalty 4854.050323 = -2455483.719095
  nChanged 4
		SP:Iteration 61Q (2464.350000 sec): 3 clusters
  Score: Raw -2460340.536719 + Penalty 4854.050323 = -2455486.486396
  nChanged 9
		SP:Iteration 62Q (2464.400000 sec): 3 clusters
  Score: Raw -2460344.370165 + Penalty 4854.050323 = -2455490.319842
  nChanged 4
		SP:Iteration 63Q (2464.450000 sec): 3 clusters
  Score: Raw -2460346.248943 + Penalty 4854.050323 = -2455492.198620
  nChanged 4
		SP:Iteration 64Q (2464.500000 sec): 3 clusters
  Score: Raw -2460348.167786 + Penalty 4854.050323 = -2455494.117463
  nChanged 2
		SP:Iteration 65Q (2464.540000 sec): 3 clusters
  Score: Raw -2460348.961917 + Penalty 4854.050323 = -2455494.911594
  nChanged 1
		SP:Iteration 66Q (2464.590000 sec): 3 clusters
  Score: Raw -2460349.408144 + Penalty 4854.050323 = -2455495.357821
  nChanged 1
		SP:Iteration 67Q (2464.640000 sec): 3 clusters
  Score: Raw -2460349.823461 + Penalty 4854.050323 = -2455495.773138
  nChanged 1
		SP:Iteration 68Q (2464.690000 sec): 3 clusters
  Score: Raw -2460350.147032 + Penalty 4854.050323 = -2455496.096709
  nChanged 0
		SP:Iteration 69F (2464.760000 sec): 3 clusters
  Score: Raw -2460350.147032 + Penalty 4854.050323 = -2455496.096709
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2464.780000 sec): 2 clusters
  Score: Raw -1055292.487816 + Penalty 2202.419695 = -1053090.068122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2464.810000 sec): 3 clusters
  Score: Raw -1051589.137129 + Penalty 4404.839390 = -1047184.297739
  nChanged 2884
		SP:Iteration 1F (2464.840000 sec): 3 clusters
  Score: Raw -1053189.574291 + Penalty 4404.839390 = -1048784.734901
  nChanged 495
		SP:Iteration 2F (2464.860000 sec): 3 clusters
  Score: Raw -1053437.781389 + Penalty 4404.839390 = -1049032.941999
  nChanged 339
		SP:Iteration 3Q (2464.890000 sec): 3 clusters
  Score: Raw -1053599.357947 + Penalty 4404.839390 = -1049194.518558
  nChanged 268
		SP:Iteration 4Q (2464.920000 sec): 3 clusters
  Score: Raw -1053712.777363 + Penalty 4404.839390 = -1049307.937974
  nChanged 224
		SP:Iteration 5Q (2464.940000 sec): 3 clusters
  Score: Raw -1053818.113267 + Penalty 4404.839390 = -1049413.273877
  nChanged 207
		SP:Iteration 6Q (2464.970000 sec): 3 clusters
  Score: Raw -1053903.348703 + Penalty 4404.839390 = -1049498.509313
  nChanged 174
		SP:Iteration 7Q (2465.000000 sec): 3 clusters
  Score: Raw -1053980.709418 + Penalty 4404.839390 = -1049575.870028
  nChanged 175
		SP:Iteration 8Q (2465.020000 sec): 3 clusters
  Score: Raw -1054056.482471 + Penalty 4404.839390 = -1049651.643081
  nChanged 182
		SP:Iteration 9Q (2465.050000 sec): 3 clusters
  Score: Raw -1054161.099858 + Penalty 4404.839390 = -1049756.260468
  nChanged 187
		SP:Iteration 10Q (2465.080000 sec): 3 clusters
  Score: Raw -1054268.368836 + Penalty 4404.839390 = -1049863.529447
  nChanged 188
		SP:Iteration 11Q (2465.100000 sec): 3 clusters
  Score: Raw -1054366.874341 + Penalty 4404.839390 = -1049962.034951
  nChanged 188
		SP:Iteration 12Q (2465.130000 sec): 3 clusters
  Score: Raw -1054471.818837 + Penalty 4404.839390 = -1050066.979447
  nChanged 191
		SP:Iteration 13Q (2465.160000 sec): 3 clusters
  Score: Raw -1054563.158454 + Penalty 4404.839390 = -1050158.319064
  nChanged 154
		SP:Iteration 14Q (2465.180000 sec): 3 clusters
  Score: Raw -1054649.381265 + Penalty 4404.839390 = -1050244.541876
  nChanged 188
		SP:Iteration 15Q (2465.200000 sec): 3 clusters
  Score: Raw -1054740.503172 + Penalty 4404.839390 = -1050335.663782
  nChanged 165
		SP:Iteration 16Q (2465.230000 sec): 3 clusters
  Score: Raw -1054820.744797 + Penalty 4404.839390 = -1050415.905407
  nChanged 140
		SP:Iteration 17Q (2465.260000 sec): 3 clusters
  Score: Raw -1054892.117199 + Penalty 4404.839390 = -1050487.277809
  nChanged 114
		SP:Iteration 18Q (2465.280000 sec): 3 clusters
  Score: Raw -1054953.290858 + Penalty 4404.839390 = -1050548.451468
  nChanged 141
		SP:Iteration 19Q (2465.310000 sec): 3 clusters
  Score: Raw -1055023.018149 + Penalty 4404.839390 = -1050618.178759
  nChanged 129
		SP:Iteration 20F (2465.330000 sec): 3 clusters
  Score: Raw -1055087.036141 + Penalty 4404.839390 = -1050682.196752
  nChanged 111
		SP:Iteration 21Q (2465.360000 sec): 3 clusters
  Score: Raw -1055141.257819 + Penalty 4404.839390 = -1050736.418430
  nChanged 116
		SP:Iteration 22Q (2465.380000 sec): 3 clusters
  Score: Raw -1055191.657275 + Penalty 4404.839390 = -1050786.817885
  nChanged 105
		SP:Iteration 23Q (2465.410000 sec): 3 clusters
  Score: Raw -1055241.617524 + Penalty 4404.839390 = -1050836.778134
  nChanged 94
		SP:Iteration 24Q (2465.430000 sec): 3 clusters
  Score: Raw -1055281.806168 + Penalty 4404.839390 = -1050876.966778
  nChanged 76
		SP:Iteration 25Q (2465.460000 sec): 3 clusters
  Score: Raw -1055314.326813 + Penalty 4404.839390 = -1050909.487423
  nChanged 71
		SP:Iteration 26Q (2465.480000 sec): 3 clusters
  Score: Raw -1055343.333019 + Penalty 4404.839390 = -1050938.493630
  nChanged 72
		SP:Iteration 27Q (2465.500000 sec): 3 clusters
  Score: Raw -1055374.796702 + Penalty 4404.839390 = -1050969.957312
  nChanged 54
		SP:Iteration 28Q (2465.530000 sec): 3 clusters
  Score: Raw -1055395.038564 + Penalty 4404.839390 = -1050990.199175
  nChanged 52
		SP:Iteration 29Q (2465.550000 sec): 3 clusters
  Score: Raw -1055414.696730 + Penalty 4404.839390 = -1051009.857340
  nChanged 42
		SP:Iteration 30Q (2465.580000 sec): 3 clusters
  Score: Raw -1055430.041607 + Penalty 4404.839390 = -1051025.202217
  nChanged 35
		SP:Iteration 31Q (2465.600000 sec): 3 clusters
  Score: Raw -1055440.124832 + Penalty 4404.839390 = -1051035.285442
  nChanged 28
		SP:Iteration 32Q (2465.620000 sec): 3 clusters
  Score: Raw -1055447.185194 + Penalty 4404.839390 = -1051042.345804
  nChanged 23
		SP:Iteration 33Q (2465.650000 sec): 3 clusters
  Score: Raw -1055452.635048 + Penalty 4404.839390 = -1051047.795658
  nChanged 14
		SP:Iteration 34Q (2465.670000 sec): 3 clusters
  Score: Raw -1055456.451870 + Penalty 4404.839390 = -1051051.612480
  nChanged 15
		SP:Iteration 35Q (2465.700000 sec): 3 clusters
  Score: Raw -1055460.053209 + Penalty 4404.839390 = -1051055.213819
  nChanged 8
		SP:Iteration 36Q (2465.720000 sec): 3 clusters
  Score: Raw -1055461.372428 + Penalty 4404.839390 = -1051056.533039
  nChanged 7
		SP:Iteration 37Q (2465.740000 sec): 3 clusters
  Score: Raw -1055462.429931 + Penalty 4404.839390 = -1051057.590542
  nChanged 1
		SP:Iteration 38Q (2465.770000 sec): 3 clusters
  Score: Raw -1055462.513034 + Penalty 4404.839390 = -1051057.673644
  nChanged 3
		SP:Iteration 39Q (2465.790000 sec): 3 clusters
  Score: Raw -1055463.289305 + Penalty 4404.839390 = -1051058.449915
  nChanged 4
		SP:Iteration 40F (2465.820000 sec): 3 clusters
  Score: Raw -1055464.119871 + Penalty 4404.839390 = -1051059.280481
  nChanged 3
		SP:Iteration 41Q (2465.840000 sec): 3 clusters
  Score: Raw -1055464.632871 + Penalty 4404.839390 = -1051059.793481
  nChanged 2
		SP:Iteration 42Q (2465.870000 sec): 3 clusters
  Score: Raw -1055464.918051 + Penalty 4404.839390 = -1051060.078662
  nChanged 0
		SP:Iteration 43F (2465.890000 sec): 3 clusters
  Score: Raw -1055464.918051 + Penalty 4404.839390 = -1051060.078662
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (100023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2466.240000 sec): 2 clusters
  Score: Raw -14781034.940406 + Penalty 2855.262549 = -14778179.677858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2466.620000 sec): 3 clusters
  Score: Raw -14717072.382328 + Penalty 5710.525098 = -14711361.857231
  nChanged 47107
		SP:Iteration 1F (2467.000000 sec): 3 clusters
  Score: Raw -14743432.637807 + Penalty 5710.525098 = -14737722.112710
  nChanged 3237
		SP:Iteration 2Q (2467.380000 sec): 3 clusters
  Score: Raw -14744191.325646 + Penalty 5710.525098 = -14738480.800548
  nChanged 3338
		SP:Iteration 3Q (2467.770000 sec): 3 clusters
  Score: Raw -14745066.514005 + Penalty 5710.525098 = -14739355.988907
  nChanged 3630
		SP:Iteration 4Q (2468.150000 sec): 3 clusters
  Score: Raw -14746217.130465 + Penalty 5710.525098 = -14740506.605367
  nChanged 4348
		SP:Iteration 5Q (2468.530000 sec): 3 clusters
  Score: Raw -14748030.303894 + Penalty 5710.525098 = -14742319.778797
  nChanged 5608
		SP:Iteration 6F (2468.910000 sec): 3 clusters
  Score: Raw -14751141.096314 + Penalty 5710.525098 = -14745430.571216
  nChanged 7093
		SP:Iteration 7F (2469.280000 sec): 3 clusters
  Score: Raw -14756173.380245 + Penalty 5710.525098 = -14750462.855147
  nChanged 8115
		SP:Iteration 8F (2469.660000 sec): 3 clusters
  Score: Raw -14763042.319986 + Penalty 5710.525098 = -14757331.794888
  nChanged 7639
		SP:Iteration 9F (2470.030000 sec): 3 clusters
  Score: Raw -14770124.534967 + Penalty 5710.525098 = -14764414.009870
  nChanged 5830
		SP:Iteration 10F (2470.410000 sec): 3 clusters
  Score: Raw -14775640.553666 + Penalty 5710.525098 = -14769930.028569
  nChanged 3374
		SP:Iteration 11Q (2470.760000 sec): 3 clusters
  Score: Raw -14778721.024325 + Penalty 5710.525098 = -14773010.499228
  nChanged 1675
		SP:Iteration 12Q (2471.080000 sec): 3 clusters
  Score: Raw -14780190.620199 + Penalty 5710.525098 = -14774480.095101
  nChanged 733
		SP:Iteration 13Q (2471.380000 sec): 3 clusters
  Score: Raw -14780806.406346 + Penalty 5710.525098 = -14775095.881249
  nChanged 290
		SP:Iteration 14Q (2471.660000 sec): 3 clusters
  Score: Raw -14781070.659063 + Penalty 5710.525098 = -14775360.133965
  nChanged 152
		SP:Iteration 15Q (2471.930000 sec): 3 clusters
  Score: Raw -14781199.968556 + Penalty 5710.525098 = -14775489.443459
  nChanged 75
		SP:Iteration 16Q (2472.200000 sec): 3 clusters
  Score: Raw -14781264.945925 + Penalty 5710.525098 = -14775554.420828
  nChanged 49
		SP:Iteration 17Q (2472.470000 sec): 3 clusters
  Score: Raw -14781313.412647 + Penalty 5710.525098 = -14775602.887549
  nChanged 27
		SP:Iteration 18Q (2472.740000 sec): 3 clusters
  Score: Raw -14781339.610662 + Penalty 5710.525098 = -14775629.085565
  nChanged 17
		SP:Iteration 19Q (2473.010000 sec): 3 clusters
  Score: Raw -14781355.153864 + Penalty 5710.525098 = -14775644.628767
  nChanged 16
		SP:Iteration 20F (2473.370000 sec): 3 clusters
  Score: Raw -14781369.257370 + Penalty 5710.525098 = -14775658.732272
  nChanged 13
		SP:Iteration 21Q (2473.640000 sec): 3 clusters
  Score: Raw -14781381.470074 + Penalty 5710.525098 = -14775670.944977
  nChanged 9
		SP:Iteration 22Q (2473.910000 sec): 3 clusters
  Score: Raw -14781391.782282 + Penalty 5710.525098 = -14775681.257185
  nChanged 10
		SP:Iteration 23Q (2474.170000 sec): 3 clusters
  Score: Raw -14781405.536957 + Penalty 5710.525098 = -14775695.011859
  nChanged 10
		SP:Iteration 24Q (2474.440000 sec): 3 clusters
  Score: Raw -14781414.150146 + Penalty 5710.525098 = -14775703.625048
  nChanged 10
		SP:Iteration 25Q (2474.700000 sec): 3 clusters
  Score: Raw -14781424.239110 + Penalty 5710.525098 = -14775713.714012
  nChanged 9
		SP:Iteration 26Q (2474.970000 sec): 3 clusters
  Score: Raw -14781431.419405 + Penalty 5710.525098 = -14775720.894308
  nChanged 6
		SP:Iteration 27Q (2475.230000 sec): 3 clusters
  Score: Raw -14781437.004049 + Penalty 5710.525098 = -14775726.478952
  nChanged 7
		SP:Iteration 28Q (2475.490000 sec): 3 clusters
  Score: Raw -14781445.585401 + Penalty 5710.525098 = -14775735.060304
  nChanged 4
		SP:Iteration 29Q (2475.760000 sec): 3 clusters
  Score: Raw -14781449.213386 + Penalty 5710.525098 = -14775738.688288
  nChanged 4
		SP:Iteration 30Q (2476.020000 sec): 3 clusters
  Score: Raw -14781453.479901 + Penalty 5710.525098 = -14775742.954804
  nChanged 5
		SP:Iteration 31Q (2476.290000 sec): 3 clusters
  Score: Raw -14781457.364866 + Penalty 5710.525098 = -14775746.839769
  nChanged 5
		SP:Iteration 32Q (2476.550000 sec): 3 clusters
  Score: Raw -14781461.992698 + Penalty 5710.525098 = -14775751.467601
  nChanged 2
		SP:Iteration 33Q (2476.810000 sec): 3 clusters
  Score: Raw -14781465.368115 + Penalty 5710.525098 = -14775754.843017
  nChanged 4
		SP:Iteration 34Q (2477.080000 sec): 3 clusters
  Score: Raw -14781468.536598 + Penalty 5710.525098 = -14775758.011501
  nChanged 1
		SP:Iteration 35Q (2477.340000 sec): 3 clusters
  Score: Raw -14781469.453504 + Penalty 5710.525098 = -14775758.928407
  nChanged 1
		SP:Iteration 36Q (2477.600000 sec): 3 clusters
  Score: Raw -14781470.213288 + Penalty 5710.525098 = -14775759.688190
  nChanged 0
		SP:Iteration 37F (2477.970000 sec): 3 clusters
  Score: Raw -14781470.213288 + Penalty 5710.525098 = -14775759.688190
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (258745 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2478.810000 sec): 2 clusters
  Score: Raw -38294901.842337 + Penalty 3090.972378 = -38291810.869958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2479.790000 sec): 3 clusters
  Score: Raw -38123989.412410 + Penalty 6181.944757 = -38117807.467653
  nChanged 125301
		SP:Iteration 1F (2480.770000 sec): 3 clusters
  Score: Raw -38197609.122631 + Penalty 6181.944757 = -38191427.177875
  nChanged 6652
		SP:Iteration 2Q (2481.760000 sec): 3 clusters
  Score: Raw -38198854.424568 + Penalty 6181.944757 = -38192672.479812
  nChanged 7129
		SP:Iteration 3Q (2482.760000 sec): 3 clusters
  Score: Raw -38200430.774583 + Penalty 6181.944757 = -38194248.829826
  nChanged 8088
		SP:Iteration 4Q (2483.760000 sec): 3 clusters
  Score: Raw -38202493.283340 + Penalty 6181.944757 = -38196311.338583
  nChanged 9205
		SP:Iteration 5Q (2484.760000 sec): 3 clusters
  Score: Raw -38205318.457073 + Penalty 6181.944757 = -38199136.512316
  nChanged 10523
		SP:Iteration 6Q (2485.750000 sec): 3 clusters
  Score: Raw -38209120.067881 + Penalty 6181.944757 = -38202938.123124
  nChanged 12006
		SP:Iteration 7Q (2486.750000 sec): 3 clusters
  Score: Raw -38214329.978670 + Penalty 6181.944757 = -38208148.033913
  nChanged 13211
		SP:Iteration 8F (2487.720000 sec): 3 clusters
  Score: Raw -38220888.850321 + Penalty 6181.944757 = -38214706.905564
  nChanged 14129
		SP:Iteration 9F (2488.700000 sec): 3 clusters
  Score: Raw -38229033.279151 + Penalty 6181.944757 = -38222851.334394
  nChanged 14169
		SP:Iteration 10F (2489.670000 sec): 3 clusters
  Score: Raw -38238122.215046 + Penalty 6181.944757 = -38231940.270289
  nChanged 13362
		SP:Iteration 11F (2490.640000 sec): 3 clusters
  Score: Raw -38246822.657799 + Penalty 6181.944757 = -38240640.713042
  nChanged 11209
		SP:Iteration 12Q (2491.620000 sec): 3 clusters
  Score: Raw -38252740.952606 + Penalty 6181.944757 = -38246559.007850
  nChanged 7945
		SP:Iteration 13Q (2492.580000 sec): 3 clusters
  Score: Raw -38255783.365908 + Penalty 6181.944757 = -38249601.421152
  nChanged 5419
		SP:Iteration 14Q (2493.520000 sec): 3 clusters
  Score: Raw -38257587.333003 + Penalty 6181.944757 = -38251405.388247
  nChanged 4634
		SP:Iteration 15Q (2494.450000 sec): 3 clusters
  Score: Raw -38259173.546858 + Penalty 6181.944757 = -38252991.602101
  nChanged 4823
		SP:Iteration 16Q (2495.380000 sec): 3 clusters
  Score: Raw -38260899.951502 + Penalty 6181.944757 = -38254718.006745
  nChanged 4958
		SP:Iteration 17Q (2496.310000 sec): 3 clusters
  Score: Raw -38262791.746885 + Penalty 6181.944757 = -38256609.802128
  nChanged 5107
		SP:Iteration 18Q (2497.220000 sec): 3 clusters
  Score: Raw -38264902.441431 + Penalty 6181.944757 = -38258720.496675
  nChanged 5345
		SP:Iteration 19Q (2498.120000 sec): 3 clusters
  Score: Raw -38267275.982186 + Penalty 6181.944757 = -38261094.037429
  nChanged 5407
		SP:Iteration 20F (2499.100000 sec): 3 clusters
  Score: Raw -38269795.537432 + Penalty 6181.944757 = -38263613.592676
  nChanged 5232
		SP:Iteration 21Q (2499.970000 sec): 3 clusters
  Score: Raw -38272325.815828 + Penalty 6181.944757 = -38266143.871072
  nChanged 5043
		SP:Iteration 22Q (2500.820000 sec): 3 clusters
  Score: Raw -38274885.378082 + Penalty 6181.944757 = -38268703.433326
  nChanged 4776
		SP:Iteration 23Q (2501.670000 sec): 3 clusters
  Score: Raw -38277326.002069 + Penalty 6181.944757 = -38271144.057312
  nChanged 4243
		SP:Iteration 24Q (2502.490000 sec): 3 clusters
  Score: Raw -38279499.515449 + Penalty 6181.944757 = -38273317.570692
  nChanged 3837
		SP:Iteration 25Q (2503.300000 sec): 3 clusters
  Score: Raw -38281443.748414 + Penalty 6181.944757 = -38275261.803657
  nChanged 3452
		SP:Iteration 26Q (2504.100000 sec): 3 clusters
  Score: Raw -38283171.261315 + Penalty 6181.944757 = -38276989.316558
  nChanged 3138
		SP:Iteration 27Q (2504.880000 sec): 3 clusters
  Score: Raw -38284707.341059 + Penalty 6181.944757 = -38278525.396302
  nChanged 2723
		SP:Iteration 28Q (2505.650000 sec): 3 clusters
  Score: Raw -38285977.418542 + Penalty 6181.944757 = -38279795.473786
  nChanged 2431
		SP:Iteration 29Q (2506.400000 sec): 3 clusters
  Score: Raw -38287098.371133 + Penalty 6181.944757 = -38280916.426377
  nChanged 2154
		SP:Iteration 30Q (2507.150000 sec): 3 clusters
  Score: Raw -38288087.592552 + Penalty 6181.944757 = -38281905.647796
  nChanged 1941
		SP:Iteration 31Q (2507.880000 sec): 3 clusters
  Score: Raw -38288919.980716 + Penalty 6181.944757 = -38282738.035959
  nChanged 1667
		SP:Iteration 32Q (2508.610000 sec): 3 clusters
  Score: Raw -38289616.465615 + Penalty 6181.944757 = -38283434.520858
  nChanged 1536
		SP:Iteration 33Q (2509.330000 sec): 3 clusters
  Score: Raw -38290231.036140 + Penalty 6181.944757 = -38284049.091384
  nChanged 1345
		SP:Iteration 34Q (2510.050000 sec): 3 clusters
  Score: Raw -38290745.782145 + Penalty 6181.944757 = -38284563.837388
  nChanged 1212
		SP:Iteration 35Q (2510.760000 sec): 3 clusters
  Score: Raw -38291229.841766 + Penalty 6181.944757 = -38285047.897010
  nChanged 1125
		SP:Iteration 36Q (2511.470000 sec): 3 clusters
  Score: Raw -38291680.521829 + Penalty 6181.944757 = -38285498.577073
  nChanged 980
		SP:Iteration 37Q (2512.320000 sec): 3 clusters
  Score: Raw -38292052.604411 + Penalty 6181.944757 = -38285870.659654
  nChanged 875
		SP:Iteration 38Q (2513.090000 sec): 3 clusters
  Score: Raw -38292390.668726 + Penalty 6181.944757 = -38286208.723970
  nChanged 793
		SP:Iteration 39Q (2513.780000 sec): 3 clusters
  Score: Raw -38292703.636168 + Penalty 6181.944757 = -38286521.691411
  nChanged 731
		SP:Iteration 40F (2514.730000 sec): 3 clusters
  Score: Raw -38292988.510031 + Penalty 6181.944757 = -38286806.565274
  nChanged 646
		SP:Iteration 41Q (2515.420000 sec): 3 clusters
  Score: Raw -38293235.897532 + Penalty 6181.944757 = -38287053.952775
  nChanged 600
		SP:Iteration 42Q (2516.100000 sec): 3 clusters
  Score: Raw -38293466.019868 + Penalty 6181.944757 = -38287284.075111
  nChanged 503
		SP:Iteration 43Q (2516.790000 sec): 3 clusters
  Score: Raw -38293651.082881 + Penalty 6181.944757 = -38287469.138124
  nChanged 482
		SP:Iteration 44Q (2517.470000 sec): 3 clusters
  Score: Raw -38293836.392261 + Penalty 6181.944757 = -38287654.447505
  nChanged 441
		SP:Iteration 45Q (2518.150000 sec): 3 clusters
  Score: Raw -38294011.507781 + Penalty 6181.944757 = -38287829.563024
  nChanged 417
		SP:Iteration 46Q (2518.820000 sec): 3 clusters
  Score: Raw -38294185.170954 + Penalty 6181.944757 = -38288003.226198
  nChanged 360
		SP:Iteration 47Q (2519.500000 sec): 3 clusters
  Score: Raw -38294334.382958 + Penalty 6181.944757 = -38288152.438201
  nChanged 351
		SP:Iteration 48Q (2520.180000 sec): 3 clusters
  Score: Raw -38294476.709557 + Penalty 6181.944757 = -38288294.764801
  nChanged 299
		SP:Iteration 49Q (2520.850000 sec): 3 clusters
  Score: Raw -38294600.909053 + Penalty 6181.944757 = -38288418.964297
  nChanged 250
		SP:Iteration 50Q (2521.520000 sec): 3 clusters
  Score: Raw -38294704.255930 + Penalty 6181.944757 = -38288522.311173
  nChanged 222
		SP:Iteration 51Q (2522.200000 sec): 3 clusters
  Score: Raw -38294789.491488 + Penalty 6181.944757 = -38288607.546732
  nChanged 187
		SP:Iteration 52Q (2522.900000 sec): 3 clusters
  Score: Raw -38294861.178228 + Penalty 6181.944757 = -38288679.233472
  nChanged 148
		SP:Iteration 53Q (2523.630000 sec): 3 clusters
  Score: Raw -38294913.594651 + Penalty 6181.944757 = -38288731.649894
  nChanged 117
		SP:Iteration 54Q (2524.350000 sec): 3 clusters
  Score: Raw -38294954.906402 + Penalty 6181.944757 = -38288772.961645
  nChanged 121
		SP:Iteration 55Q (2525.070000 sec): 3 clusters
  Score: Raw -38295000.198658 + Penalty 6181.944757 = -38288818.253902
  nChanged 102
		SP:Iteration 56Q (2525.790000 sec): 3 clusters
  Score: Raw -38295039.543598 + Penalty 6181.944757 = -38288857.598841
  nChanged 93
		SP:Iteration 57Q (2526.510000 sec): 3 clusters
  Score: Raw -38295073.424493 + Penalty 6181.944757 = -38288891.479736
  nChanged 74
		SP:Iteration 58Q (2527.230000 sec): 3 clusters
  Score: Raw -38295100.077896 + Penalty 6181.944757 = -38288918.133139
  nChanged 66
		SP:Iteration 59Q (2527.960000 sec): 3 clusters
  Score: Raw -38295129.382208 + Penalty 6181.944757 = -38288947.437451
  nChanged 65
		SP:Iteration 60F (2528.910000 sec): 3 clusters
  Score: Raw -38295155.045999 + Penalty 6181.944757 = -38288973.101243
  nChanged 54
		SP:Iteration 61Q (2529.580000 sec): 3 clusters
  Score: Raw -38295174.092385 + Penalty 6181.944757 = -38288992.147628
  nChanged 50
		SP:Iteration 62Q (2530.250000 sec): 3 clusters
  Score: Raw -38295190.254272 + Penalty 6181.944757 = -38289008.309515
  nChanged 41
		SP:Iteration 63Q (2530.920000 sec): 3 clusters
  Score: Raw -38295206.498874 + Penalty 6181.944757 = -38289024.554117
  nChanged 34
		SP:Iteration 64Q (2531.590000 sec): 3 clusters
  Score: Raw -38295218.317924 + Penalty 6181.944757 = -38289036.373167
  nChanged 26
		SP:Iteration 65Q (2532.250000 sec): 3 clusters
  Score: Raw -38295226.649995 + Penalty 6181.944757 = -38289044.705238
  nChanged 31
		SP:Iteration 66Q (2532.920000 sec): 3 clusters
  Score: Raw -38295237.443135 + Penalty 6181.944757 = -38289055.498378
  nChanged 30
		SP:Iteration 67Q (2533.590000 sec): 3 clusters
  Score: Raw -38295248.373235 + Penalty 6181.944757 = -38289066.428478
  nChanged 28
		SP:Iteration 68Q (2534.250000 sec): 3 clusters
  Score: Raw -38295257.800990 + Penalty 6181.944757 = -38289075.856234
  nChanged 25
		SP:Iteration 69Q (2534.920000 sec): 3 clusters
  Score: Raw -38295265.876499 + Penalty 6181.944757 = -38289083.931743
  nChanged 23
		SP:Iteration 70Q (2535.590000 sec): 3 clusters
  Score: Raw -38295272.854538 + Penalty 6181.944757 = -38289090.909782
  nChanged 19
		SP:Iteration 71Q (2536.260000 sec): 3 clusters
  Score: Raw -38295281.037926 + Penalty 6181.944757 = -38289099.093170
  nChanged 18
		SP:Iteration 72Q (2536.930000 sec): 3 clusters
  Score: Raw -38295287.907751 + Penalty 6181.944757 = -38289105.962995
  nChanged 8
		SP:Iteration 73Q (2537.600000 sec): 3 clusters
  Score: Raw -38295290.850546 + Penalty 6181.944757 = -38289108.905789
  nChanged 6
		SP:Iteration 74Q (2538.260000 sec): 3 clusters
  Score: Raw -38295292.899049 + Penalty 6181.944757 = -38289110.954293
  nChanged 4
		SP:Iteration 75Q (2538.930000 sec): 3 clusters
  Score: Raw -38295294.318680 + Penalty 6181.944757 = -38289112.373923
  nChanged 3
		SP:Iteration 76Q (2539.590000 sec): 3 clusters
  Score: Raw -38295295.187381 + Penalty 6181.944757 = -38289113.242624
  nChanged 0
		SP:Iteration 77F (2540.540000 sec): 3 clusters
  Score: Raw -38295295.187381 + Penalty 6181.944757 = -38289113.242624
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2540.640000 sec): 2 clusters
  Score: Raw -64181.902047 + Penalty 1533.668925 = -62648.233122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2540.650000 sec): 3 clusters
  Score: Raw -64197.048407 + Penalty 3067.337850 = -61129.710557
  nChanged 90
		SP:Iteration 1F (2540.650000 sec): 3 clusters
  Score: Raw -64407.119896 + Penalty 3067.337850 = -61339.782046
  nChanged 29
		SP:Iteration 2F (2540.650000 sec): 3 clusters
  Score: Raw -64534.082955 + Penalty 3067.337850 = -61466.745106
  nChanged 21
		SP:Iteration 3Q (2540.650000 sec): 3 clusters
  Score: Raw -64617.488174 + Penalty 3067.337850 = -61550.150324
  nChanged 13
		SP:Iteration 4Q (2540.650000 sec): 3 clusters
  Score: Raw -64666.148884 + Penalty 3067.337850 = -61598.811034
  nChanged 8
		SP:Iteration 5Q (2540.660000 sec): 3 clusters
  Score: Raw -64731.553324 + Penalty 3067.337850 = -61664.215474
  nChanged 12
		SP:Iteration 6Q (2540.660000 sec): 3 clusters
  Score: Raw -64781.593651 + Penalty 3067.337850 = -61714.255801
  nChanged 9
		SP:Iteration 7Q (2540.660000 sec): 3 clusters
  Score: Raw -64811.934758 + Penalty 3067.337850 = -61744.596908
  nChanged 7
		SP:Iteration 8Q (2540.660000 sec): 3 clusters
  Score: Raw -64833.935212 + Penalty 3067.337850 = -61766.597362
  nChanged 6
		SP:Iteration 9Q (2540.660000 sec): 3 clusters
  Score: Raw -64847.091803 + Penalty 3067.337850 = -61779.753953
  nChanged 4
		SP:Iteration 10Q (2540.660000 sec): 3 clusters
  Score: Raw -64858.392177 + Penalty 3067.337850 = -61791.054327
  nChanged 5
		SP:Iteration 11Q (2540.660000 sec): 3 clusters
  Score: Raw -64878.434370 + Penalty 3067.337850 = -61811.096520
  nChanged 2
		SP:Iteration 12Q (2540.670000 sec): 3 clusters
  Score: Raw -64883.393551 + Penalty 3067.337850 = -61816.055701
  nChanged 0
		SP:Iteration 13F (2540.670000 sec): 3 clusters
  Score: Raw -64883.393551 + Penalty 3067.337850 = -61816.055701
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (7490 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2540.700000 sec): 2 clusters
  Score: Raw -1075610.939530 + Penalty 2212.488371 = -1073398.451159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2540.720000 sec): 3 clusters
  Score: Raw -1071750.462127 + Penalty 4424.976742 = -1067325.485385
  nChanged 3003
		SP:Iteration 1F (2540.750000 sec): 3 clusters
  Score: Raw -1073411.133473 + Penalty 4424.976742 = -1068986.156732
  nChanged 542
		SP:Iteration 2F (2540.780000 sec): 3 clusters
  Score: Raw -1073712.242606 + Penalty 4424.976742 = -1069287.265864
  nChanged 427
		SP:Iteration 3F (2540.800000 sec): 3 clusters
  Score: Raw -1073942.477076 + Penalty 4424.976742 = -1069517.500334
  nChanged 315
		SP:Iteration 4Q (2540.830000 sec): 3 clusters
  Score: Raw -1074102.851171 + Penalty 4424.976742 = -1069677.874429
  nChanged 262
		SP:Iteration 5Q (2540.860000 sec): 3 clusters
  Score: Raw -1074228.732860 + Penalty 4424.976742 = -1069803.756118
  nChanged 235
		SP:Iteration 6Q (2540.880000 sec): 3 clusters
  Score: Raw -1074352.684275 + Penalty 4424.976742 = -1069927.707533
  nChanged 232
		SP:Iteration 7Q (2540.910000 sec): 3 clusters
  Score: Raw -1074479.931672 + Penalty 4424.976742 = -1070054.954930
  nChanged 221
		SP:Iteration 8Q (2540.940000 sec): 3 clusters
  Score: Raw -1074595.876888 + Penalty 4424.976742 = -1070170.900146
  nChanged 200
		SP:Iteration 9Q (2540.970000 sec): 3 clusters
  Score: Raw -1074722.740845 + Penalty 4424.976742 = -1070297.764103
  nChanged 193
		SP:Iteration 10Q (2541.000000 sec): 3 clusters
  Score: Raw -1074850.696242 + Penalty 4424.976742 = -1070425.719500
  nChanged 205
		SP:Iteration 11Q (2541.020000 sec): 3 clusters
  Score: Raw -1074983.992798 + Penalty 4424.976742 = -1070559.016056
  nChanged 182
		SP:Iteration 12Q (2541.050000 sec): 3 clusters
  Score: Raw -1075100.757508 + Penalty 4424.976742 = -1070675.780766
  nChanged 192
		SP:Iteration 13Q (2541.070000 sec): 3 clusters
  Score: Raw -1075213.781634 + Penalty 4424.976742 = -1070788.804892
  nChanged 166
		SP:Iteration 14Q (2541.100000 sec): 3 clusters
  Score: Raw -1075323.797496 + Penalty 4424.976742 = -1070898.820754
  nChanged 141
		SP:Iteration 15Q (2541.120000 sec): 3 clusters
  Score: Raw -1075425.767193 + Penalty 4424.976742 = -1071000.790451
  nChanged 140
		SP:Iteration 16Q (2541.150000 sec): 3 clusters
  Score: Raw -1075515.354806 + Penalty 4424.976742 = -1071090.378064
  nChanged 144
		SP:Iteration 17Q (2541.180000 sec): 3 clusters
  Score: Raw -1075609.750206 + Penalty 4424.976742 = -1071184.773464
  nChanged 113
		SP:Iteration 18Q (2541.200000 sec): 3 clusters
  Score: Raw -1075683.940433 + Penalty 4424.976742 = -1071258.963691
  nChanged 113
		SP:Iteration 19Q (2541.220000 sec): 3 clusters
  Score: Raw -1075763.091437 + Penalty 4424.976742 = -1071338.114695
  nChanged 94
		SP:Iteration 20F (2541.250000 sec): 3 clusters
  Score: Raw -1075827.360179 + Penalty 4424.976742 = -1071402.383437
  nChanged 73
		SP:Iteration 21Q (2541.280000 sec): 3 clusters
  Score: Raw -1075870.405305 + Penalty 4424.976742 = -1071445.428563
  nChanged 59
		SP:Iteration 22Q (2541.300000 sec): 3 clusters
  Score: Raw -1075913.424821 + Penalty 4424.976742 = -1071488.448079
  nChanged 72
		SP:Iteration 23Q (2541.320000 sec): 3 clusters
  Score: Raw -1075964.438420 + Penalty 4424.976742 = -1071539.461678
  nChanged 55
		SP:Iteration 24Q (2541.350000 sec): 3 clusters
  Score: Raw -1075993.692772 + Penalty 4424.976742 = -1071568.716030
  nChanged 50
		SP:Iteration 25Q (2541.370000 sec): 3 clusters
  Score: Raw -1076029.926301 + Penalty 4424.976742 = -1071604.949560
  nChanged 46
		SP:Iteration 26Q (2541.390000 sec): 3 clusters
  Score: Raw -1076064.084310 + Penalty 4424.976742 = -1071639.107568
  nChanged 39
		SP:Iteration 27Q (2541.420000 sec): 3 clusters
  Score: Raw -1076097.053937 + Penalty 4424.976742 = -1071672.077195
  nChanged 39
		SP:Iteration 28Q (2541.440000 sec): 3 clusters
  Score: Raw -1076126.942379 + Penalty 4424.976742 = -1071701.965637
  nChanged 35
		SP:Iteration 29Q (2541.460000 sec): 3 clusters
  Score: Raw -1076152.019793 + Penalty 4424.976742 = -1071727.043051
  nChanged 27
		SP:Iteration 30Q (2541.480000 sec): 3 clusters
  Score: Raw -1076169.466709 + Penalty 4424.976742 = -1071744.489967
  nChanged 23
		SP:Iteration 31Q (2541.500000 sec): 3 clusters
  Score: Raw -1076183.507614 + Penalty 4424.976742 = -1071758.530872
  nChanged 16
		SP:Iteration 32Q (2541.520000 sec): 3 clusters
  Score: Raw -1076193.576003 + Penalty 4424.976742 = -1071768.599261
  nChanged 14
		SP:Iteration 33Q (2541.550000 sec): 3 clusters
  Score: Raw -1076209.073701 + Penalty 4424.976742 = -1071784.096959
  nChanged 21
		SP:Iteration 34Q (2541.570000 sec): 3 clusters
  Score: Raw -1076226.182315 + Penalty 4424.976742 = -1071801.205573
  nChanged 14
		SP:Iteration 35Q (2541.590000 sec): 3 clusters
  Score: Raw -1076235.893280 + Penalty 4424.976742 = -1071810.916538
  nChanged 11
		SP:Iteration 36Q (2541.610000 sec): 3 clusters
  Score: Raw -1076241.881229 + Penalty 4424.976742 = -1071816.904487
  nChanged 10
		SP:Iteration 37Q (2541.630000 sec): 3 clusters
  Score: Raw -1076248.099464 + Penalty 4424.976742 = -1071823.122722
  nChanged 14
		SP:Iteration 38Q (2541.660000 sec): 3 clusters
  Score: Raw -1076256.586483 + Penalty 4424.976742 = -1071831.609741
  nChanged 4
		SP:Iteration 39Q (2541.680000 sec): 3 clusters
  Score: Raw -1076259.244449 + Penalty 4424.976742 = -1071834.267707
  nChanged 5
		SP:Iteration 40F (2541.700000 sec): 3 clusters
  Score: Raw -1076262.429285 + Penalty 4424.976742 = -1071837.452543
  nChanged 5
		SP:Iteration 41Q (2541.720000 sec): 3 clusters
  Score: Raw -1076264.419646 + Penalty 4424.976742 = -1071839.442904
  nChanged 2
		SP:Iteration 42Q (2541.750000 sec): 3 clusters
  Score: Raw -1076265.733670 + Penalty 4424.976742 = -1071840.756928
  nChanged 0
		SP:Iteration 43F (2541.770000 sec): 3 clusters
  Score: Raw -1076265.733670 + Penalty 4424.976742 = -1071840.756928
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2541.780000 sec): 2 clusters
  Score: Raw -44434.578259 + Penalty 1441.904372 = -42992.673887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2541.780000 sec): 3 clusters
  Score: Raw -44612.963636 + Penalty 2883.808744 = -41729.154892
  nChanged 53
		SP:Iteration 1F (2541.780000 sec): 3 clusters
  Score: Raw -44836.449690 + Penalty 2883.808744 = -41952.640946
  nChanged 17
		SP:Iteration 2F (2541.780000 sec): 3 clusters
  Score: Raw -44905.273484 + Penalty 2883.808744 = -42021.464740
  nChanged 7
		SP:Iteration 3Q (2541.780000 sec): 3 clusters
  Score: Raw -44931.177552 + Penalty 2883.808744 = -42047.368808
  nChanged 6
		SP:Iteration 4Q (2541.780000 sec): 3 clusters
  Score: Raw -44964.541965 + Penalty 2883.808744 = -42080.733221
  nChanged 5
		SP:Iteration 5Q (2541.790000 sec): 3 clusters
  Score: Raw -44986.632943 + Penalty 2883.808744 = -42102.824199
  nChanged 5
		SP:Iteration 6Q (2541.790000 sec): 3 clusters
  Score: Raw -45007.358051 + Penalty 2883.808744 = -42123.549307
  nChanged 2
		SP:Iteration 7Q (2541.790000 sec): 3 clusters
  Score: Raw -45018.303287 + Penalty 2883.808744 = -42134.494543
  nChanged 1
		SP:Iteration 8Q (2541.790000 sec): 3 clusters
  Score: Raw -45022.399891 + Penalty 2883.808744 = -42138.591148
  nChanged 0
		SP:Iteration 9F (2541.790000 sec): 3 clusters
  Score: Raw -45022.399891 + Penalty 2883.808744 = -42138.591148
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2541.800000 sec): 2 clusters
  Score: Raw -280746.321684 + Penalty 1887.491492 = -278858.830192
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2541.810000 sec): 3 clusters
  Score: Raw -280130.144484 + Penalty 3774.982984 = -276355.161500
  nChanged 649
		SP:Iteration 1F (2541.820000 sec): 3 clusters
  Score: Raw -280816.352250 + Penalty 3774.982984 = -277041.369266
  nChanged 204
		SP:Iteration 2F (2541.820000 sec): 3 clusters
  Score: Raw -281292.210143 + Penalty 3774.982984 = -277517.227159
  nChanged 202
		SP:Iteration 3F (2541.830000 sec): 3 clusters
  Score: Raw -281754.188609 + Penalty 3774.982984 = -277979.205625
  nChanged 196
		SP:Iteration 4F (2541.840000 sec): 3 clusters
  Score: Raw -282065.433505 + Penalty 3774.982984 = -278290.450520
  nChanged 142
		SP:Iteration 5F (2541.840000 sec): 3 clusters
  Score: Raw -282254.565925 + Penalty 3774.982984 = -278479.582941
  nChanged 63
		SP:Iteration 6Q (2541.850000 sec): 3 clusters
  Score: Raw -282339.382090 + Penalty 3774.982984 = -278564.399106
  nChanged 39
		SP:Iteration 7Q (2541.860000 sec): 3 clusters
  Score: Raw -282398.053094 + Penalty 3774.982984 = -278623.070110
  nChanged 34
		SP:Iteration 8Q (2541.860000 sec): 3 clusters
  Score: Raw -282452.842416 + Penalty 3774.982984 = -278677.859432
  nChanged 23
		SP:Iteration 9Q (2541.870000 sec): 3 clusters
  Score: Raw -282487.871886 + Penalty 3774.982984 = -278712.888902
  nChanged 14
		SP:Iteration 10Q (2541.880000 sec): 3 clusters
  Score: Raw -282512.592503 + Penalty 3774.982984 = -278737.609519
  nChanged 8
		SP:Iteration 11Q (2541.880000 sec): 3 clusters
  Score: Raw -282524.988985 + Penalty 3774.982984 = -278750.006001
  nChanged 5
		SP:Iteration 12Q (2541.890000 sec): 3 clusters
  Score: Raw -282535.049931 + Penalty 3774.982984 = -278760.066947
  nChanged 3
		SP:Iteration 13Q (2541.900000 sec): 3 clusters
  Score: Raw -282540.562445 + Penalty 3774.982984 = -278765.579461
  nChanged 2
		SP:Iteration 14Q (2541.900000 sec): 3 clusters
  Score: Raw -282543.237617 + Penalty 3774.982984 = -278768.254633
  nChanged 1
		SP:Iteration 15Q (2541.910000 sec): 3 clusters
  Score: Raw -282544.547855 + Penalty 3774.982984 = -278769.564871
  nChanged 0
		SP:Iteration 16F (2541.920000 sec): 3 clusters
  Score: Raw -282544.547855 + Penalty 3774.982984 = -278769.564871
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (20342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2541.990000 sec): 2 clusters
  Score: Raw -2855495.950845 + Penalty 2460.269862 = -2853035.680983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2542.070000 sec): 3 clusters
  Score: Raw -2843678.963396 + Penalty 4920.539725 = -2838758.423671
  nChanged 9010
		SP:Iteration 1F (2542.140000 sec): 3 clusters
  Score: Raw -2848489.989086 + Penalty 4920.539725 = -2843569.449361
  nChanged 1029
		SP:Iteration 2F (2542.220000 sec): 3 clusters
  Score: Raw -2848867.502831 + Penalty 4920.539725 = -2843946.963107
  nChanged 933
		SP:Iteration 3Q (2542.290000 sec): 3 clusters
  Score: Raw -2849223.190317 + Penalty 4920.539725 = -2844302.650593
  nChanged 872
		SP:Iteration 4Q (2542.370000 sec): 3 clusters
  Score: Raw -2849576.098568 + Penalty 4920.539725 = -2844655.558843
  nChanged 833
		SP:Iteration 5Q (2542.440000 sec): 3 clusters
  Score: Raw -2849930.979034 + Penalty 4920.539725 = -2845010.439309
  nChanged 797
		SP:Iteration 6Q (2542.520000 sec): 3 clusters
  Score: Raw -2850292.030842 + Penalty 4920.539725 = -2845371.491118
  nChanged 792
		SP:Iteration 7Q (2542.600000 sec): 3 clusters
  Score: Raw -2850674.056066 + Penalty 4920.539725 = -2845753.516341
  nChanged 857
		SP:Iteration 8Q (2542.670000 sec): 3 clusters
  Score: Raw -2851145.238359 + Penalty 4920.539725 = -2846224.698635
  nChanged 855
		SP:Iteration 9Q (2542.750000 sec): 3 clusters
  Score: Raw -2851673.952961 + Penalty 4920.539725 = -2846753.413236
  nChanged 937
		SP:Iteration 10Q (2542.820000 sec): 3 clusters
  Score: Raw -2852317.746297 + Penalty 4920.539725 = -2847397.206573
  nChanged 947
		SP:Iteration 11Q (2542.900000 sec): 3 clusters
  Score: Raw -2852984.359046 + Penalty 4920.539725 = -2848063.819322
  nChanged 838
		SP:Iteration 12Q (2542.970000 sec): 3 clusters
  Score: Raw -2853602.247741 + Penalty 4920.539725 = -2848681.708016
  nChanged 784
		SP:Iteration 13Q (2543.040000 sec): 3 clusters
  Score: Raw -2854231.927658 + Penalty 4920.539725 = -2849311.387934
  nChanged 633
		SP:Iteration 14Q (2543.110000 sec): 3 clusters
  Score: Raw -2854704.665372 + Penalty 4920.539725 = -2849784.125647
  nChanged 486
		SP:Iteration 15Q (2543.180000 sec): 3 clusters
  Score: Raw -2855017.745347 + Penalty 4920.539725 = -2850097.205623
  nChanged 383
		SP:Iteration 16Q (2543.240000 sec): 3 clusters
  Score: Raw -2855234.640137 + Penalty 4920.539725 = -2850314.100412
  nChanged 305
		SP:Iteration 17Q (2543.310000 sec): 3 clusters
  Score: Raw -2855408.776176 + Penalty 4920.539725 = -2850488.236452
  nChanged 244
		SP:Iteration 18Q (2543.370000 sec): 3 clusters
  Score: Raw -2855528.957094 + Penalty 4920.539725 = -2850608.417370
  nChanged 196
		SP:Iteration 19Q (2543.440000 sec): 3 clusters
  Score: Raw -2855616.235218 + Penalty 4920.539725 = -2850695.695493
  nChanged 164
		SP:Iteration 20F (2543.510000 sec): 3 clusters
  Score: Raw -2855687.751607 + Penalty 4920.539725 = -2850767.211882
  nChanged 146
		SP:Iteration 21Q (2543.570000 sec): 3 clusters
  Score: Raw -2855748.927126 + Penalty 4920.539725 = -2850828.387402
  nChanged 135
		SP:Iteration 22Q (2543.630000 sec): 3 clusters
  Score: Raw -2855800.164776 + Penalty 4920.539725 = -2850879.625051
  nChanged 103
		SP:Iteration 23Q (2543.700000 sec): 3 clusters
  Score: Raw -2855843.019903 + Penalty 4920.539725 = -2850922.480178
  nChanged 99
		SP:Iteration 24Q (2543.760000 sec): 3 clusters
  Score: Raw -2855876.569103 + Penalty 4920.539725 = -2850956.029378
  nChanged 68
		SP:Iteration 25Q (2543.820000 sec): 3 clusters
  Score: Raw -2855900.765801 + Penalty 4920.539725 = -2850980.226076
  nChanged 59
		SP:Iteration 26Q (2543.880000 sec): 3 clusters
  Score: Raw -2855923.375305 + Penalty 4920.539725 = -2851002.835581
  nChanged 57
		SP:Iteration 27Q (2543.940000 sec): 3 clusters
  Score: Raw -2855942.396824 + Penalty 4920.539725 = -2851021.857100
  nChanged 56
		SP:Iteration 28Q (2544.000000 sec): 3 clusters
  Score: Raw -2855961.525245 + Penalty 4920.539725 = -2851040.985520
  nChanged 66
		SP:Iteration 29Q (2544.060000 sec): 3 clusters
  Score: Raw -2855985.139724 + Penalty 4920.539725 = -2851064.600000
  nChanged 59
		SP:Iteration 30Q (2544.120000 sec): 3 clusters
  Score: Raw -2856001.773144 + Penalty 4920.539725 = -2851081.233419
  nChanged 39
		SP:Iteration 31Q (2544.180000 sec): 3 clusters
  Score: Raw -2856012.236054 + Penalty 4920.539725 = -2851091.696329
  nChanged 33
		SP:Iteration 32Q (2544.240000 sec): 3 clusters
  Score: Raw -2856019.646566 + Penalty 4920.539725 = -2851099.106842
  nChanged 19
		SP:Iteration 33Q (2544.300000 sec): 3 clusters
  Score: Raw -2856025.267123 + Penalty 4920.539725 = -2851104.727399
  nChanged 24
		SP:Iteration 34Q (2544.360000 sec): 3 clusters
  Score: Raw -2856031.175057 + Penalty 4920.539725 = -2851110.635332
  nChanged 23
		SP:Iteration 35Q (2544.420000 sec): 3 clusters
  Score: Raw -2856038.529077 + Penalty 4920.539725 = -2851117.989353
  nChanged 25
		SP:Iteration 36Q (2544.480000 sec): 3 clusters
  Score: Raw -2856045.788017 + Penalty 4920.539725 = -2851125.248292
  nChanged 26
		SP:Iteration 37Q (2544.540000 sec): 3 clusters
  Score: Raw -2856052.538299 + Penalty 4920.539725 = -2851131.998574
  nChanged 17
		SP:Iteration 38Q (2544.600000 sec): 3 clusters
  Score: Raw -2856058.057719 + Penalty 4920.539725 = -2851137.517994
  nChanged 23
		SP:Iteration 39Q (2544.660000 sec): 3 clusters
  Score: Raw -2856064.562795 + Penalty 4920.539725 = -2851144.023071
  nChanged 21
		SP:Iteration 40F (2544.730000 sec): 3 clusters
  Score: Raw -2856070.918628 + Penalty 4920.539725 = -2851150.378903
  nChanged 19
		SP:Iteration 41Q (2544.790000 sec): 3 clusters
  Score: Raw -2856074.844899 + Penalty 4920.539725 = -2851154.305174
  nChanged 14
		SP:Iteration 42Q (2544.850000 sec): 3 clusters
  Score: Raw -2856078.054471 + Penalty 4920.539725 = -2851157.514747
  nChanged 10
		SP:Iteration 43Q (2544.910000 sec): 3 clusters
  Score: Raw -2856080.636657 + Penalty 4920.539725 = -2851160.096932
  nChanged 12
		SP:Iteration 44Q (2544.970000 sec): 3 clusters
  Score: Raw -2856084.017043 + Penalty 4920.539725 = -2851163.477318
  nChanged 12
		SP:Iteration 45Q (2545.030000 sec): 3 clusters
  Score: Raw -2856087.162325 + Penalty 4920.539725 = -2851166.622600
  nChanged 12
		SP:Iteration 46Q (2545.080000 sec): 3 clusters
  Score: Raw -2856089.783334 + Penalty 4920.539725 = -2851169.243610
  nChanged 9
		SP:Iteration 47Q (2545.140000 sec): 3 clusters
  Score: Raw -2856091.794490 + Penalty 4920.539725 = -2851171.254765
  nChanged 7
		SP:Iteration 48Q (2545.200000 sec): 3 clusters
  Score: Raw -2856094.046709 + Penalty 4920.539725 = -2851173.506984
  nChanged 8
		SP:Iteration 49Q (2545.260000 sec): 3 clusters
  Score: Raw -2856096.066681 + Penalty 4920.539725 = -2851175.526956
  nChanged 7
		SP:Iteration 50Q (2545.320000 sec): 3 clusters
  Score: Raw -2856098.079820 + Penalty 4920.539725 = -2851177.540095
  nChanged 6
		SP:Iteration 51Q (2545.380000 sec): 3 clusters
  Score: Raw -2856099.758852 + Penalty 4920.539725 = -2851179.219127
  nChanged 6
		SP:Iteration 52Q (2545.440000 sec): 3 clusters
  Score: Raw -2856100.648574 + Penalty 4920.539725 = -2851180.108850
  nChanged 1
		SP:Iteration 53Q (2545.500000 sec): 3 clusters
  Score: Raw -2856100.814609 + Penalty 4920.539725 = -2851180.274885
  nChanged 0
		SP:Iteration 54F (2545.580000 sec): 3 clusters
  Score: Raw -2856100.814609 + Penalty 4920.539725 = -2851180.274885
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (42946 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2545.720000 sec): 2 clusters
  Score: Raw -6627377.884178 + Penalty 2645.589300 = -6624732.294878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2545.880000 sec): 3 clusters
  Score: Raw -6600913.734960 + Penalty 5291.178601 = -6595622.556359
  nChanged 19782
		SP:Iteration 1F (2546.050000 sec): 3 clusters
  Score: Raw -6611843.645698 + Penalty 5291.178601 = -6606552.467097
  nChanged 2066
		SP:Iteration 2Q (2546.220000 sec): 3 clusters
  Score: Raw -6612588.734603 + Penalty 5291.178601 = -6607297.556002
  nChanged 2188
		SP:Iteration 3F (2546.380000 sec): 3 clusters
  Score: Raw -6613617.246153 + Penalty 5291.178601 = -6608326.067552
  nChanged 2637
		SP:Iteration 4F (2546.540000 sec): 3 clusters
  Score: Raw -6615217.619952 + Penalty 5291.178601 = -6609926.441352
  nChanged 3172
		SP:Iteration 5F (2546.700000 sec): 3 clusters
  Score: Raw -6617596.543686 + Penalty 5291.178601 = -6612305.365085
  nChanged 3340
		SP:Iteration 6F (2546.860000 sec): 3 clusters
  Score: Raw -6620378.695609 + Penalty 5291.178601 = -6615087.517009
  nChanged 2923
		SP:Iteration 7F (2547.020000 sec): 3 clusters
  Score: Raw -6622842.261760 + Penalty 5291.178601 = -6617551.083160
  nChanged 2189
		SP:Iteration 8F (2547.190000 sec): 3 clusters
  Score: Raw -6624563.951350 + Penalty 5291.178601 = -6619272.772750
  nChanged 1489
		SP:Iteration 9Q (2547.360000 sec): 3 clusters
  Score: Raw -6625643.517054 + Penalty 5291.178601 = -6620352.338453
  nChanged 950
		SP:Iteration 10Q (2547.510000 sec): 3 clusters
  Score: Raw -6626281.464802 + Penalty 5291.178601 = -6620990.286201
  nChanged 622
		SP:Iteration 11Q (2547.660000 sec): 3 clusters
  Score: Raw -6626721.282611 + Penalty 5291.178601 = -6621430.104010
  nChanged 443
		SP:Iteration 12Q (2547.800000 sec): 3 clusters
  Score: Raw -6627106.191095 + Penalty 5291.178601 = -6621815.012495
  nChanged 298
		SP:Iteration 13Q (2547.940000 sec): 3 clusters
  Score: Raw -6627424.849959 + Penalty 5291.178601 = -6622133.671358
  nChanged 213
		SP:Iteration 14Q (2548.060000 sec): 3 clusters
  Score: Raw -6627603.859764 + Penalty 5291.178601 = -6622312.681164
  nChanged 177
		SP:Iteration 15Q (2548.190000 sec): 3 clusters
  Score: Raw -6627704.338975 + Penalty 5291.178601 = -6622413.160374
  nChanged 137
		SP:Iteration 16Q (2548.310000 sec): 3 clusters
  Score: Raw -6627762.761272 + Penalty 5291.178601 = -6622471.582672
  nChanged 89
		SP:Iteration 17Q (2548.440000 sec): 3 clusters
  Score: Raw -6627800.750327 + Penalty 5291.178601 = -6622509.571726
  nChanged 84
		SP:Iteration 18Q (2548.560000 sec): 3 clusters
  Score: Raw -6627837.915075 + Penalty 5291.178601 = -6622546.736474
  nChanged 73
		SP:Iteration 19Q (2548.680000 sec): 3 clusters
  Score: Raw -6627869.394717 + Penalty 5291.178601 = -6622578.216116
  nChanged 73
		SP:Iteration 20F (2548.840000 sec): 3 clusters
  Score: Raw -6627905.162996 + Penalty 5291.178601 = -6622613.984395
  nChanged 66
		SP:Iteration 21Q (2548.960000 sec): 3 clusters
  Score: Raw -6627929.189901 + Penalty 5291.178601 = -6622638.011300
  nChanged 52
		SP:Iteration 22Q (2549.080000 sec): 3 clusters
  Score: Raw -6627944.687983 + Penalty 5291.178601 = -6622653.509382
  nChanged 42
		SP:Iteration 23Q (2549.190000 sec): 3 clusters
  Score: Raw -6627958.687205 + Penalty 5291.178601 = -6622667.508604
  nChanged 37
		SP:Iteration 24Q (2549.310000 sec): 3 clusters
  Score: Raw -6627970.856772 + Penalty 5291.178601 = -6622679.678172
  nChanged 38
		SP:Iteration 25Q (2549.430000 sec): 3 clusters
  Score: Raw -6627985.196282 + Penalty 5291.178601 = -6622694.017682
  nChanged 39
		SP:Iteration 26Q (2549.540000 sec): 3 clusters
  Score: Raw -6627997.936214 + Penalty 5291.178601 = -6622706.757613
  nChanged 36
		SP:Iteration 27Q (2549.660000 sec): 3 clusters
  Score: Raw -6628008.689562 + Penalty 5291.178601 = -6622717.510962
  nChanged 23
		SP:Iteration 28Q (2549.780000 sec): 3 clusters
  Score: Raw -6628014.907118 + Penalty 5291.178601 = -6622723.728518
  nChanged 22
		SP:Iteration 29Q (2549.890000 sec): 3 clusters
  Score: Raw -6628021.113320 + Penalty 5291.178601 = -6622729.934719
  nChanged 23
		SP:Iteration 30Q (2550.010000 sec): 3 clusters
  Score: Raw -6628027.150645 + Penalty 5291.178601 = -6622735.972044
  nChanged 19
		SP:Iteration 31Q (2550.120000 sec): 3 clusters
  Score: Raw -6628032.190596 + Penalty 5291.178601 = -6622741.011995
  nChanged 12
		SP:Iteration 32Q (2550.240000 sec): 3 clusters
  Score: Raw -6628034.579049 + Penalty 5291.178601 = -6622743.400449
  nChanged 8
		SP:Iteration 33Q (2550.360000 sec): 3 clusters
  Score: Raw -6628036.735825 + Penalty 5291.178601 = -6622745.557225
  nChanged 10
		SP:Iteration 34Q (2550.480000 sec): 3 clusters
  Score: Raw -6628039.011975 + Penalty 5291.178601 = -6622747.833375
  nChanged 9
		SP:Iteration 35Q (2550.600000 sec): 3 clusters
  Score: Raw -6628041.248165 + Penalty 5291.178601 = -6622750.069564
  nChanged 11
		SP:Iteration 36Q (2550.710000 sec): 3 clusters
  Score: Raw -6628043.621048 + Penalty 5291.178601 = -6622752.442447
  nChanged 12
		SP:Iteration 37Q (2550.830000 sec): 3 clusters
  Score: Raw -6628046.213621 + Penalty 5291.178601 = -6622755.035021
  nChanged 9
		SP:Iteration 38Q (2550.950000 sec): 3 clusters
  Score: Raw -6628048.396963 + Penalty 5291.178601 = -6622757.218362
  nChanged 7
		SP:Iteration 39Q (2551.060000 sec): 3 clusters
  Score: Raw -6628049.779584 + Penalty 5291.178601 = -6622758.600983
  nChanged 4
		SP:Iteration 40F (2551.220000 sec): 3 clusters
  Score: Raw -6628050.732138 + Penalty 5291.178601 = -6622759.553537
  nChanged 5
		SP:Iteration 41Q (2551.340000 sec): 3 clusters
  Score: Raw -6628051.648487 + Penalty 5291.178601 = -6622760.469886
  nChanged 5
		SP:Iteration 42Q (2551.460000 sec): 3 clusters
  Score: Raw -6628052.870241 + Penalty 5291.178601 = -6622761.691640
  nChanged 4
		SP:Iteration 43Q (2551.580000 sec): 3 clusters
  Score: Raw -6628053.499619 + Penalty 5291.178601 = -6622762.321019
  nChanged 1
		SP:Iteration 44Q (2551.700000 sec): 3 clusters
  Score: Raw -6628053.529338 + Penalty 5291.178601 = -6622762.350737
  nChanged 0
		SP:Iteration 45F (2551.860000 sec): 3 clusters
  Score: Raw -6628053.529338 + Penalty 5291.178601 = -6622762.350737
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2552.240000 sec): 2 clusters
  Score: Raw -17415139.139412 + Penalty 2899.371242 = -17412239.768170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2552.700000 sec): 3 clusters
  Score: Raw -17338076.553326 + Penalty 5798.742483 = -17332277.810843
  nChanged 56904
		SP:Iteration 1F (2553.150000 sec): 3 clusters
  Score: Raw -17371284.064880 + Penalty 5798.742483 = -17365485.322397
  nChanged 4344
		SP:Iteration 2Q (2553.600000 sec): 3 clusters
  Score: Raw -17372626.339857 + Penalty 5798.742483 = -17366827.597374
  nChanged 4847
		SP:Iteration 3Q (2554.070000 sec): 3 clusters
  Score: Raw -17374472.313142 + Penalty 5798.742483 = -17368673.570658
  nChanged 5516
		SP:Iteration 4Q (2554.530000 sec): 3 clusters
  Score: Raw -17377029.226917 + Penalty 5798.742483 = -17371230.484434
  nChanged 6192
		SP:Iteration 5F (2554.980000 sec): 3 clusters
  Score: Raw -17380363.241329 + Penalty 5798.742483 = -17374564.498845
  nChanged 6757
		SP:Iteration 6F (2555.430000 sec): 3 clusters
  Score: Raw -17384455.075314 + Penalty 5798.742483 = -17378656.332831
  nChanged 7108
		SP:Iteration 7F (2555.880000 sec): 3 clusters
  Score: Raw -17388880.211635 + Penalty 5798.742483 = -17383081.469151
  nChanged 6742
		SP:Iteration 8F (2556.330000 sec): 3 clusters
  Score: Raw -17392873.489705 + Penalty 5798.742483 = -17387074.747222
  nChanged 6096
		SP:Iteration 9F (2556.780000 sec): 3 clusters
  Score: Raw -17396313.769922 + Penalty 5798.742483 = -17390515.027439
  nChanged 5290
		SP:Iteration 10Q (2557.220000 sec): 3 clusters
  Score: Raw -17399082.807971 + Penalty 5798.742483 = -17393284.065488
  nChanged 4365
		SP:Iteration 11Q (2557.650000 sec): 3 clusters
  Score: Raw -17401264.051775 + Penalty 5798.742483 = -17395465.309291
  nChanged 3575
		SP:Iteration 12Q (2558.090000 sec): 3 clusters
  Score: Raw -17402967.819977 + Penalty 5798.742483 = -17397169.077493
  nChanged 2965
		SP:Iteration 13Q (2558.520000 sec): 3 clusters
  Score: Raw -17404505.149486 + Penalty 5798.742483 = -17398706.407003
  nChanged 2682
		SP:Iteration 14Q (2558.940000 sec): 3 clusters
  Score: Raw -17405932.696609 + Penalty 5798.742483 = -17400133.954126
  nChanged 2601
		SP:Iteration 15Q (2559.360000 sec): 3 clusters
  Score: Raw -17407272.048687 + Penalty 5798.742483 = -17401473.306204
  nChanged 2488
		SP:Iteration 16Q (2559.780000 sec): 3 clusters
  Score: Raw -17408358.568274 + Penalty 5798.742483 = -17402559.825791
  nChanged 2383
		SP:Iteration 17Q (2560.200000 sec): 3 clusters
  Score: Raw -17409354.103175 + Penalty 5798.742483 = -17403555.360692
  nChanged 2208
		SP:Iteration 18Q (2560.610000 sec): 3 clusters
  Score: Raw -17410248.673501 + Penalty 5798.742483 = -17404449.931017
  nChanged 2006
		SP:Iteration 19Q (2561.030000 sec): 3 clusters
  Score: Raw -17411038.086562 + Penalty 5798.742483 = -17405239.344078
  nChanged 1830
		SP:Iteration 20F (2561.470000 sec): 3 clusters
  Score: Raw -17411785.700392 + Penalty 5798.742483 = -17405986.957908
  nChanged 1760
		SP:Iteration 21Q (2561.890000 sec): 3 clusters
  Score: Raw -17412526.187226 + Penalty 5798.742483 = -17406727.444742
  nChanged 1707
		SP:Iteration 22Q (2562.300000 sec): 3 clusters
  Score: Raw -17413215.235184 + Penalty 5798.742483 = -17407416.492701
  nChanged 1583
		SP:Iteration 23Q (2562.720000 sec): 3 clusters
  Score: Raw -17413816.215913 + Penalty 5798.742483 = -17408017.473429
  nChanged 1532
		SP:Iteration 24Q (2563.140000 sec): 3 clusters
  Score: Raw -17414341.441511 + Penalty 5798.742483 = -17408542.699028
  nChanged 1433
		SP:Iteration 25Q (2563.590000 sec): 3 clusters
  Score: Raw -17414800.634970 + Penalty 5798.742483 = -17409001.892486
  nChanged 1349
		SP:Iteration 26Q (2564.020000 sec): 3 clusters
  Score: Raw -17415189.583498 + Penalty 5798.742483 = -17409390.841015
  nChanged 1259
		SP:Iteration 27Q (2564.450000 sec): 3 clusters
  Score: Raw -17415505.175156 + Penalty 5798.742483 = -17409706.432673
  nChanged 1101
		SP:Iteration 28Q (2564.890000 sec): 3 clusters
  Score: Raw -17415743.998271 + Penalty 5798.742483 = -17409945.255787
  nChanged 939
		SP:Iteration 29Q (2565.310000 sec): 3 clusters
  Score: Raw -17415909.943398 + Penalty 5798.742483 = -17410111.200915
  nChanged 769
		SP:Iteration 30Q (2565.740000 sec): 3 clusters
  Score: Raw -17416024.883642 + Penalty 5798.742483 = -17410226.141159
  nChanged 701
		SP:Iteration 31Q (2566.170000 sec): 3 clusters
  Score: Raw -17416119.560686 + Penalty 5798.742483 = -17410320.818203
  nChanged 646
		SP:Iteration 32Q (2566.590000 sec): 3 clusters
  Score: Raw -17416200.606340 + Penalty 5798.742483 = -17410401.863857
  nChanged 627
		SP:Iteration 33Q (2567.030000 sec): 3 clusters
  Score: Raw -17416273.944570 + Penalty 5798.742483 = -17410475.202087
  nChanged 558
		SP:Iteration 34Q (2567.470000 sec): 3 clusters
  Score: Raw -17416332.588514 + Penalty 5798.742483 = -17410533.846030
  nChanged 500
		SP:Iteration 35Q (2567.900000 sec): 3 clusters
  Score: Raw -17416380.789719 + Penalty 5798.742483 = -17410582.047235
  nChanged 470
		SP:Iteration 36Q (2568.340000 sec): 3 clusters
  Score: Raw -17416422.310796 + Penalty 5798.742483 = -17410623.568313
  nChanged 413
		SP:Iteration 37Q (2568.770000 sec): 3 clusters
  Score: Raw -17416454.635552 + Penalty 5798.742483 = -17410655.893068
  nChanged 352
		SP:Iteration 38Q (2569.210000 sec): 3 clusters
  Score: Raw -17416479.066632 + Penalty 5798.742483 = -17410680.324148
  nChanged 273
		SP:Iteration 39Q (2569.650000 sec): 3 clusters
  Score: Raw -17416496.276435 + Penalty 5798.742483 = -17410697.533952
  nChanged 260
		SP:Iteration 40F (2570.130000 sec): 3 clusters
  Score: Raw -17416516.968610 + Penalty 5798.742483 = -17410718.226126
  nChanged 228
		SP:Iteration 41Q (2570.590000 sec): 3 clusters
  Score: Raw -17416529.831365 + Penalty 5798.742483 = -17410731.088882
  nChanged 201
		SP:Iteration 42Q (2571.050000 sec): 3 clusters
  Score: Raw -17416539.657135 + Penalty 5798.742483 = -17410740.914651
  nChanged 176
		SP:Iteration 43Q (2571.510000 sec): 3 clusters
  Score: Raw -17416546.991896 + Penalty 5798.742483 = -17410748.249413
  nChanged 130
		SP:Iteration 44Q (2571.970000 sec): 3 clusters
  Score: Raw -17416551.503228 + Penalty 5798.742483 = -17410752.760745
  nChanged 110
		SP:Iteration 45Q (2572.420000 sec): 3 clusters
  Score: Raw -17416555.152758 + Penalty 5798.742483 = -17410756.410275
  nChanged 86
		SP:Iteration 46Q (2572.880000 sec): 3 clusters
  Score: Raw -17416557.675508 + Penalty 5798.742483 = -17410758.933025
  nChanged 88
		SP:Iteration 47Q (2573.330000 sec): 3 clusters
  Score: Raw -17416560.140679 + Penalty 5798.742483 = -17410761.398196
  nChanged 80
		SP:Iteration 48Q (2573.790000 sec): 3 clusters
  Score: Raw -17416562.639107 + Penalty 5798.742483 = -17410763.896623
  nChanged 67
		SP:Iteration 49Q (2574.250000 sec): 3 clusters
  Score: Raw -17416564.656587 + Penalty 5798.742483 = -17410765.914104
  nChanged 60
		SP:Iteration 50Q (2574.690000 sec): 3 clusters
  Score: Raw -17416566.156315 + Penalty 5798.742483 = -17410767.413832
  nChanged 50
		SP:Iteration 51Q (2575.140000 sec): 3 clusters
  Score: Raw -17416567.242991 + Penalty 5798.742483 = -17410768.500507
  nChanged 47
		SP:Iteration 52Q (2575.580000 sec): 3 clusters
  Score: Raw -17416568.182856 + Penalty 5798.742483 = -17410769.440372
  nChanged 42
		SP:Iteration 53Q (2576.010000 sec): 3 clusters
  Score: Raw -17416568.990369 + Penalty 5798.742483 = -17410770.247885
  nChanged 45
		SP:Iteration 54Q (2576.450000 sec): 3 clusters
  Score: Raw -17416569.852148 + Penalty 5798.742483 = -17410771.109665
  nChanged 32
		SP:Iteration 55Q (2576.890000 sec): 3 clusters
  Score: Raw -17416570.404405 + Penalty 5798.742483 = -17410771.661921
  nChanged 23
		SP:Iteration 56Q (2577.330000 sec): 3 clusters
  Score: Raw -17416570.745845 + Penalty 5798.742483 = -17410772.003361
  nChanged 19
		SP:Iteration 57Q (2577.770000 sec): 3 clusters
  Score: Raw -17416570.977122 + Penalty 5798.742483 = -17410772.234639
  nChanged 10
		SP:Iteration 58Q (2578.220000 sec): 3 clusters
  Score: Raw -17416571.119291 + Penalty 5798.742483 = -17410772.376808
  nChanged 6
		SP:Iteration 59Q (2578.660000 sec): 3 clusters
  Score: Raw -17416571.246085 + Penalty 5798.742483 = -17410772.503602
  nChanged 8
		SP:Iteration 60F (2579.130000 sec): 3 clusters
  Score: Raw -17416571.398399 + Penalty 5798.742483 = -17410772.655916
  nChanged 9
		SP:Iteration 61Q (2579.570000 sec): 3 clusters
  Score: Raw -17416571.500629 + Penalty 5798.742483 = -17410772.758146
  nChanged 9
		SP:Iteration 62Q (2580.010000 sec): 3 clusters
  Score: Raw -17416571.594010 + Penalty 5798.742483 = -17410772.851527
  nChanged 7
		SP:Iteration 63Q (2580.450000 sec): 3 clusters
  Score: Raw -17416571.742018 + Penalty 5798.742483 = -17410772.999534
  nChanged 8
		SP:Iteration 64Q (2580.890000 sec): 3 clusters
  Score: Raw -17416571.860155 + Penalty 5798.742483 = -17410773.117672
  nChanged 6
		SP:Iteration 65Q (2581.330000 sec): 3 clusters
  Score: Raw -17416571.915282 + Penalty 5798.742483 = -17410773.172799
  nChanged 4
		SP:Iteration 66Q (2581.780000 sec): 3 clusters
  Score: Raw -17416571.955211 + Penalty 5798.742483 = -17410773.212728
  nChanged 5
		SP:Iteration 67Q (2582.220000 sec): 3 clusters
  Score: Raw -17416572.022831 + Penalty 5798.742483 = -17410773.280348
  nChanged 3
		SP:Iteration 68Q (2582.670000 sec): 3 clusters
  Score: Raw -17416572.039362 + Penalty 5798.742483 = -17410773.296878
  nChanged 1
		SP:Iteration 69Q (2583.100000 sec): 3 clusters
  Score: Raw -17416572.053074 + Penalty 5798.742483 = -17410773.310591
  nChanged 0
		SP:Iteration 70F (2583.570000 sec): 3 clusters
  Score: Raw -17416572.053074 + Penalty 5798.742483 = -17410773.310591
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11678 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2583.650000 sec): 2 clusters
  Score: Raw -1781473.905521 + Penalty 2322.634578 = -1779151.270943
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2583.700000 sec): 3 clusters
  Score: Raw -1775037.519122 + Penalty 4645.269156 = -1770392.249965
  nChanged 4849
		SP:Iteration 1F (2583.750000 sec): 3 clusters
  Score: Raw -1777627.392617 + Penalty 4645.269156 = -1772982.123460
  nChanged 672
		SP:Iteration 2F (2583.790000 sec): 3 clusters
  Score: Raw -1777903.166062 + Penalty 4645.269156 = -1773257.896906
  nChanged 547
		SP:Iteration 3Q (2583.840000 sec): 3 clusters
  Score: Raw -1778116.988361 + Penalty 4645.269156 = -1773471.719205
  nChanged 426
		SP:Iteration 4Q (2583.890000 sec): 3 clusters
  Score: Raw -1778282.932755 + Penalty 4645.269156 = -1773637.663599
  nChanged 372
		SP:Iteration 5Q (2583.940000 sec): 3 clusters
  Score: Raw -1778424.277025 + Penalty 4645.269156 = -1773779.007869
  nChanged 334
		SP:Iteration 6Q (2583.990000 sec): 3 clusters
  Score: Raw -1778540.236583 + Penalty 4645.269156 = -1773894.967426
  nChanged 296
		SP:Iteration 7Q (2584.030000 sec): 3 clusters
  Score: Raw -1778638.128887 + Penalty 4645.269156 = -1773992.859730
  nChanged 279
		SP:Iteration 8Q (2584.080000 sec): 3 clusters
  Score: Raw -1778731.494006 + Penalty 4645.269156 = -1774086.224850
  nChanged 263
		SP:Iteration 9Q (2584.130000 sec): 3 clusters
  Score: Raw -1778809.216759 + Penalty 4645.269156 = -1774163.947603
  nChanged 224
		SP:Iteration 10Q (2584.170000 sec): 3 clusters
  Score: Raw -1778876.289003 + Penalty 4645.269156 = -1774231.019847
  nChanged 214
		SP:Iteration 11Q (2584.220000 sec): 3 clusters
  Score: Raw -1778935.828280 + Penalty 4645.269156 = -1774290.559124
  nChanged 213
		SP:Iteration 12Q (2584.270000 sec): 3 clusters
  Score: Raw -1779000.266748 + Penalty 4645.269156 = -1774354.997591
  nChanged 184
		SP:Iteration 13Q (2584.320000 sec): 3 clusters
  Score: Raw -1779062.455601 + Penalty 4645.269156 = -1774417.186445
  nChanged 193
		SP:Iteration 14Q (2584.370000 sec): 3 clusters
  Score: Raw -1779121.110861 + Penalty 4645.269156 = -1774475.841705
  nChanged 190
		SP:Iteration 15Q (2584.420000 sec): 3 clusters
  Score: Raw -1779183.820157 + Penalty 4645.269156 = -1774538.551001
  nChanged 187
		SP:Iteration 16Q (2584.460000 sec): 3 clusters
  Score: Raw -1779243.659202 + Penalty 4645.269156 = -1774598.390046
  nChanged 194
		SP:Iteration 17Q (2584.510000 sec): 3 clusters
  Score: Raw -1779299.987032 + Penalty 4645.269156 = -1774654.717875
  nChanged 177
		SP:Iteration 18Q (2584.560000 sec): 3 clusters
  Score: Raw -1779351.173182 + Penalty 4645.269156 = -1774705.904025
  nChanged 170
		SP:Iteration 19Q (2584.600000 sec): 3 clusters
  Score: Raw -1779396.555735 + Penalty 4645.269156 = -1774751.286579
  nChanged 154
		SP:Iteration 20F (2584.650000 sec): 3 clusters
  Score: Raw -1779439.739005 + Penalty 4645.269156 = -1774794.469849
  nChanged 171
		SP:Iteration 21Q (2584.700000 sec): 3 clusters
  Score: Raw -1779488.263458 + Penalty 4645.269156 = -1774842.994301
  nChanged 178
		SP:Iteration 22Q (2584.750000 sec): 3 clusters
  Score: Raw -1779544.037702 + Penalty 4645.269156 = -1774898.768546
  nChanged 185
		SP:Iteration 23Q (2584.800000 sec): 3 clusters
  Score: Raw -1779603.218126 + Penalty 4645.269156 = -1774957.948969
  nChanged 175
		SP:Iteration 24Q (2584.850000 sec): 3 clusters
  Score: Raw -1779656.772029 + Penalty 4645.269156 = -1775011.502873
  nChanged 182
		SP:Iteration 25Q (2584.900000 sec): 3 clusters
  Score: Raw -1779716.925788 + Penalty 4645.269156 = -1775071.656632
  nChanged 179
		SP:Iteration 26Q (2584.940000 sec): 3 clusters
  Score: Raw -1779778.062711 + Penalty 4645.269156 = -1775132.793555
  nChanged 196
		SP:Iteration 27Q (2584.990000 sec): 3 clusters
  Score: Raw -1779848.760501 + Penalty 4645.269156 = -1775203.491345
  nChanged 214
		SP:Iteration 28Q (2585.040000 sec): 3 clusters
  Score: Raw -1779923.438633 + Penalty 4645.269156 = -1775278.169477
  nChanged 209
		SP:Iteration 29Q (2585.080000 sec): 3 clusters
  Score: Raw -1780003.570296 + Penalty 4645.269156 = -1775358.301140
  nChanged 218
		SP:Iteration 30Q (2585.130000 sec): 3 clusters
  Score: Raw -1780092.949074 + Penalty 4645.269156 = -1775447.679918
  nChanged 230
		SP:Iteration 31Q (2585.180000 sec): 3 clusters
  Score: Raw -1780185.520384 + Penalty 4645.269156 = -1775540.251227
  nChanged 242
		SP:Iteration 32Q (2585.220000 sec): 3 clusters
  Score: Raw -1780284.786316 + Penalty 4645.269156 = -1775639.517160
  nChanged 228
		SP:Iteration 33Q (2585.270000 sec): 3 clusters
  Score: Raw -1780386.088089 + Penalty 4645.269156 = -1775740.818933
  nChanged 250
		SP:Iteration 34Q (2585.310000 sec): 3 clusters
  Score: Raw -1780506.282598 + Penalty 4645.269156 = -1775861.013442
  nChanged 230
		SP:Iteration 35Q (2585.360000 sec): 3 clusters
  Score: Raw -1780614.626770 + Penalty 4645.269156 = -1775969.357613
  nChanged 195
		SP:Iteration 36Q (2585.400000 sec): 3 clusters
  Score: Raw -1780709.106674 + Penalty 4645.269156 = -1776063.837518
  nChanged 195
		SP:Iteration 37Q (2585.440000 sec): 3 clusters
  Score: Raw -1780809.892176 + Penalty 4645.269156 = -1776164.623020
  nChanged 202
		SP:Iteration 38Q (2585.490000 sec): 3 clusters
  Score: Raw -1780915.849075 + Penalty 4645.269156 = -1776270.579918
  nChanged 185
		SP:Iteration 39Q (2585.530000 sec): 3 clusters
  Score: Raw -1781012.295535 + Penalty 4645.269156 = -1776367.026378
  nChanged 175
		SP:Iteration 40F (2585.580000 sec): 3 clusters
  Score: Raw -1781104.684136 + Penalty 4645.269156 = -1776459.414980
  nChanged 160
		SP:Iteration 41Q (2585.620000 sec): 3 clusters
  Score: Raw -1781193.020329 + Penalty 4645.269156 = -1776547.751173
  nChanged 139
		SP:Iteration 42Q (2585.660000 sec): 3 clusters
  Score: Raw -1781274.927095 + Penalty 4645.269156 = -1776629.657938
  nChanged 122
		SP:Iteration 43Q (2585.700000 sec): 3 clusters
  Score: Raw -1781344.496866 + Penalty 4645.269156 = -1776699.227710
  nChanged 119
		SP:Iteration 44Q (2585.740000 sec): 3 clusters
  Score: Raw -1781411.962524 + Penalty 4645.269156 = -1776766.693368
  nChanged 93
		SP:Iteration 45Q (2585.770000 sec): 3 clusters
  Score: Raw -1781459.669280 + Penalty 4645.269156 = -1776814.400124
  nChanged 73
		SP:Iteration 46Q (2585.810000 sec): 3 clusters
  Score: Raw -1781501.969555 + Penalty 4645.269156 = -1776856.700399
  nChanged 52
		SP:Iteration 47Q (2585.850000 sec): 3 clusters
  Score: Raw -1781528.128938 + Penalty 4645.269156 = -1776882.859781
  nChanged 43
		SP:Iteration 48Q (2585.890000 sec): 3 clusters
  Score: Raw -1781549.467551 + Penalty 4645.269156 = -1776904.198395
  nChanged 47
		SP:Iteration 49Q (2585.920000 sec): 3 clusters
  Score: Raw -1781580.865960 + Penalty 4645.269156 = -1776935.596803
  nChanged 43
		SP:Iteration 50Q (2585.960000 sec): 3 clusters
  Score: Raw -1781608.331466 + Penalty 4645.269156 = -1776963.062309
  nChanged 39
		SP:Iteration 51Q (2586.000000 sec): 3 clusters
  Score: Raw -1781634.295420 + Penalty 4645.269156 = -1776989.026263
  nChanged 31
		SP:Iteration 52Q (2586.040000 sec): 3 clusters
  Score: Raw -1781651.498544 + Penalty 4645.269156 = -1777006.229387
  nChanged 25
		SP:Iteration 53Q (2586.070000 sec): 3 clusters
  Score: Raw -1781665.480699 + Penalty 4645.269156 = -1777020.211543
  nChanged 19
		SP:Iteration 54Q (2586.110000 sec): 3 clusters
  Score: Raw -1781677.824319 + Penalty 4645.269156 = -1777032.555162
  nChanged 17
		SP:Iteration 55Q (2586.140000 sec): 3 clusters
  Score: Raw -1781688.067395 + Penalty 4645.269156 = -1777042.798239
  nChanged 13
		SP:Iteration 56Q (2586.180000 sec): 3 clusters
  Score: Raw -1781698.660094 + Penalty 4645.269156 = -1777053.390938
  nChanged 20
		SP:Iteration 57Q (2586.220000 sec): 3 clusters
  Score: Raw -1781711.216285 + Penalty 4645.269156 = -1777065.947128
  nChanged 19
		SP:Iteration 58Q (2586.250000 sec): 3 clusters
  Score: Raw -1781723.067590 + Penalty 4645.269156 = -1777077.798434
  nChanged 13
		SP:Iteration 59Q (2586.290000 sec): 3 clusters
  Score: Raw -1781731.281036 + Penalty 4645.269156 = -1777086.011880
  nChanged 6
		SP:Iteration 60F (2586.340000 sec): 3 clusters
  Score: Raw -1781733.081372 + Penalty 4645.269156 = -1777087.812216
  nChanged 2
		SP:Iteration 61Q (2586.370000 sec): 3 clusters
  Score: Raw -1781734.328274 + Penalty 4645.269156 = -1777089.059118
  nChanged 2
		SP:Iteration 62Q (2586.410000 sec): 3 clusters
  Score: Raw -1781735.505161 + Penalty 4645.269156 = -1777090.236004
  nChanged 2
		SP:Iteration 63Q (2586.440000 sec): 3 clusters
  Score: Raw -1781736.286358 + Penalty 4645.269156 = -1777091.017202
  nChanged 1
		SP:Iteration 64Q (2586.480000 sec): 3 clusters
  Score: Raw -1781736.571784 + Penalty 4645.269156 = -1777091.302628
  nChanged 0
		SP:Iteration 65F (2586.530000 sec): 3 clusters
  Score: Raw -1781736.571784 + Penalty 4645.269156 = -1777091.302628
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (3734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2586.540000 sec): 2 clusters
  Score: Raw -534219.205866 + Penalty 2039.858360 = -532179.347506
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2586.560000 sec): 3 clusters
  Score: Raw -532528.908765 + Penalty 4079.716721 = -528449.192045
  nChanged 1357
		SP:Iteration 1F (2586.580000 sec): 3 clusters
  Score: Raw -533325.425661 + Penalty 4079.716721 = -529245.708941
  nChanged 265
		SP:Iteration 2F (2586.590000 sec): 3 clusters
  Score: Raw -533499.489188 + Penalty 4079.716721 = -529419.772468
  nChanged 186
		SP:Iteration 3Q (2586.600000 sec): 3 clusters
  Score: Raw -533622.257647 + Penalty 4079.716721 = -529542.540926
  nChanged 130
		SP:Iteration 4Q (2586.620000 sec): 3 clusters
  Score: Raw -533699.428897 + Penalty 4079.716721 = -529619.712177
  nChanged 111
		SP:Iteration 5Q (2586.640000 sec): 3 clusters
  Score: Raw -533761.527350 + Penalty 4079.716721 = -529681.810629
  nChanged 91
		SP:Iteration 6Q (2586.650000 sec): 3 clusters
  Score: Raw -533818.772859 + Penalty 4079.716721 = -529739.056138
  nChanged 92
		SP:Iteration 7Q (2586.660000 sec): 3 clusters
  Score: Raw -533863.693825 + Penalty 4079.716721 = -529783.977105
  nChanged 83
		SP:Iteration 8Q (2586.680000 sec): 3 clusters
  Score: Raw -533908.791690 + Penalty 4079.716721 = -529829.074969
  nChanged 66
		SP:Iteration 9Q (2586.690000 sec): 3 clusters
  Score: Raw -533948.360699 + Penalty 4079.716721 = -529868.643978
  nChanged 63
		SP:Iteration 10Q (2586.710000 sec): 3 clusters
  Score: Raw -533987.591987 + Penalty 4079.716721 = -529907.875266
  nChanged 59
		SP:Iteration 11Q (2586.720000 sec): 3 clusters
  Score: Raw -534018.666221 + Penalty 4079.716721 = -529938.949500
  nChanged 59
		SP:Iteration 12Q (2586.740000 sec): 3 clusters
  Score: Raw -534048.880119 + Penalty 4079.716721 = -529969.163398
  nChanged 58
		SP:Iteration 13Q (2586.750000 sec): 3 clusters
  Score: Raw -534078.766707 + Penalty 4079.716721 = -529999.049987
  nChanged 53
		SP:Iteration 14Q (2586.770000 sec): 3 clusters
  Score: Raw -534107.463079 + Penalty 4079.716721 = -530027.746358
  nChanged 42
		SP:Iteration 15Q (2586.780000 sec): 3 clusters
  Score: Raw -534129.393365 + Penalty 4079.716721 = -530049.676644
  nChanged 39
		SP:Iteration 16Q (2586.800000 sec): 3 clusters
  Score: Raw -534147.328274 + Penalty 4079.716721 = -530067.611553
  nChanged 33
		SP:Iteration 17Q (2586.810000 sec): 3 clusters
  Score: Raw -534162.125428 + Penalty 4079.716721 = -530082.408707
  nChanged 29
		SP:Iteration 18Q (2586.830000 sec): 3 clusters
  Score: Raw -534177.173090 + Penalty 4079.716721 = -530097.456369
  nChanged 31
		SP:Iteration 19Q (2586.840000 sec): 3 clusters
  Score: Raw -534194.280297 + Penalty 4079.716721 = -530114.563576
  nChanged 33
		SP:Iteration 20F (2586.860000 sec): 3 clusters
  Score: Raw -534212.056553 + Penalty 4079.716721 = -530132.339832
  nChanged 31
		SP:Iteration 21Q (2586.870000 sec): 3 clusters
  Score: Raw -534228.954848 + Penalty 4079.716721 = -530149.238127
  nChanged 32
		SP:Iteration 22Q (2586.880000 sec): 3 clusters
  Score: Raw -534246.179300 + Penalty 4079.716721 = -530166.462579
  nChanged 27
		SP:Iteration 23Q (2586.900000 sec): 3 clusters
  Score: Raw -534259.368418 + Penalty 4079.716721 = -530179.651697
  nChanged 23
		SP:Iteration 24Q (2586.920000 sec): 3 clusters
  Score: Raw -534270.288234 + Penalty 4079.716721 = -530190.571514
  nChanged 29
		SP:Iteration 25Q (2586.930000 sec): 3 clusters
  Score: Raw -534282.972130 + Penalty 4079.716721 = -530203.255409
  nChanged 15
		SP:Iteration 26Q (2586.940000 sec): 3 clusters
  Score: Raw -534287.987800 + Penalty 4079.716721 = -530208.271080
  nChanged 10
		SP:Iteration 27Q (2586.960000 sec): 3 clusters
  Score: Raw -534291.773468 + Penalty 4079.716721 = -530212.056748
  nChanged 6
		SP:Iteration 28Q (2586.970000 sec): 3 clusters
  Score: Raw -534294.129895 + Penalty 4079.716721 = -530214.413174
  nChanged 6
		SP:Iteration 29Q (2586.990000 sec): 3 clusters
  Score: Raw -534297.174675 + Penalty 4079.716721 = -530217.457954
  nChanged 7
		SP:Iteration 30Q (2587.000000 sec): 3 clusters
  Score: Raw -534299.970759 + Penalty 4079.716721 = -530220.254039
  nChanged 1
		SP:Iteration 31Q (2587.020000 sec): 3 clusters
  Score: Raw -534300.417937 + Penalty 4079.716721 = -530220.701217
  nChanged 2
		SP:Iteration 32Q (2587.030000 sec): 3 clusters
  Score: Raw -534302.694058 + Penalty 4079.716721 = -530222.977337
  nChanged 5
		SP:Iteration 33Q (2587.040000 sec): 3 clusters
  Score: Raw -534304.489011 + Penalty 4079.716721 = -530224.772291
  nChanged 4
		SP:Iteration 34Q (2587.060000 sec): 3 clusters
  Score: Raw -534306.025158 + Penalty 4079.716721 = -530226.308437
  nChanged 3
		SP:Iteration 35Q (2587.070000 sec): 3 clusters
  Score: Raw -534307.294606 + Penalty 4079.716721 = -530227.577885
  nChanged 3
		SP:Iteration 36Q (2587.090000 sec): 3 clusters
  Score: Raw -534309.117890 + Penalty 4079.716721 = -530229.401170
  nChanged 2
		SP:Iteration 37Q (2587.100000 sec): 3 clusters
  Score: Raw -534310.321192 + Penalty 4079.716721 = -530230.604471
  nChanged 3
		SP:Iteration 38Q (2587.120000 sec): 3 clusters
  Score: Raw -534311.159284 + Penalty 4079.716721 = -530231.442563
  nChanged 3
		SP:Iteration 39Q (2587.130000 sec): 3 clusters
  Score: Raw -534312.704750 + Penalty 4079.716721 = -530232.988029
  nChanged 6
		SP:Iteration 40F (2587.140000 sec): 3 clusters
  Score: Raw -534315.215147 + Penalty 4079.716721 = -530235.498427
  nChanged 8
		SP:Iteration 41Q (2587.160000 sec): 3 clusters
  Score: Raw -534317.924624 + Penalty 4079.716721 = -530238.207903
  nChanged 7
		SP:Iteration 42Q (2587.170000 sec): 3 clusters
  Score: Raw -534320.483637 + Penalty 4079.716721 = -530240.766916
  nChanged 5
		SP:Iteration 43Q (2587.190000 sec): 3 clusters
  Score: Raw -534322.828859 + Penalty 4079.716721 = -530243.112138
  nChanged 9
		SP:Iteration 44Q (2587.200000 sec): 3 clusters
  Score: Raw -534326.233686 + Penalty 4079.716721 = -530246.516965
  nChanged 6
		SP:Iteration 45Q (2587.220000 sec): 3 clusters
  Score: Raw -534328.386339 + Penalty 4079.716721 = -530248.669618
  nChanged 7
		SP:Iteration 46Q (2587.230000 sec): 3 clusters
  Score: Raw -534332.418542 + Penalty 4079.716721 = -530252.701821
  nChanged 8
		SP:Iteration 47Q (2587.240000 sec): 3 clusters
  Score: Raw -534337.871391 + Penalty 4079.716721 = -530258.154671
  nChanged 6
		SP:Iteration 48Q (2587.260000 sec): 3 clusters
  Score: Raw -534341.318139 + Penalty 4079.716721 = -530261.601418
  nChanged 6
		SP:Iteration 49Q (2587.280000 sec): 3 clusters
  Score: Raw -534343.525131 + Penalty 4079.716721 = -530263.808410
  nChanged 5
		SP:Iteration 50Q (2587.290000 sec): 3 clusters
  Score: Raw -534347.409129 + Penalty 4079.716721 = -530267.692408
  nChanged 9
		SP:Iteration 51Q (2587.300000 sec): 3 clusters
  Score: Raw -534353.886708 + Penalty 4079.716721 = -530274.169987
  nChanged 12
		SP:Iteration 52Q (2587.320000 sec): 3 clusters
  Score: Raw -534359.863642 + Penalty 4079.716721 = -530280.146921
  nChanged 8
		SP:Iteration 53Q (2587.330000 sec): 3 clusters
  Score: Raw -534363.224023 + Penalty 4079.716721 = -530283.507302
  nChanged 4
		SP:Iteration 54Q (2587.340000 sec): 3 clusters
  Score: Raw -534365.378125 + Penalty 4079.716721 = -530285.661405
  nChanged 10
		SP:Iteration 55Q (2587.360000 sec): 3 clusters
  Score: Raw -534370.316211 + Penalty 4079.716721 = -530290.599490
  nChanged 8
		SP:Iteration 56Q (2587.380000 sec): 3 clusters
  Score: Raw -534375.942753 + Penalty 4079.716721 = -530296.226032
  nChanged 12
		SP:Iteration 57Q (2587.390000 sec): 3 clusters
  Score: Raw -534381.787161 + Penalty 4079.716721 = -530302.070441
  nChanged 4
		SP:Iteration 58Q (2587.400000 sec): 3 clusters
  Score: Raw -534383.775436 + Penalty 4079.716721 = -530304.058715
  nChanged 9
		SP:Iteration 59Q (2587.420000 sec): 3 clusters
  Score: Raw -534387.978294 + Penalty 4079.716721 = -530308.261574
  nChanged 10
		SP:Iteration 60F (2587.430000 sec): 3 clusters
  Score: Raw -534392.708510 + Penalty 4079.716721 = -530312.991789
  nChanged 7
		SP:Iteration 61Q (2587.440000 sec): 3 clusters
  Score: Raw -534396.150497 + Penalty 4079.716721 = -530316.433776
  nChanged 3
		SP:Iteration 62Q (2587.460000 sec): 3 clusters
  Score: Raw -534397.297123 + Penalty 4079.716721 = -530317.580402
  nChanged 3
		SP:Iteration 63Q (2587.480000 sec): 3 clusters
  Score: Raw -534399.100153 + Penalty 4079.716721 = -530319.383432
  nChanged 3
		SP:Iteration 64Q (2587.490000 sec): 3 clusters
  Score: Raw -534400.447326 + Penalty 4079.716721 = -530320.730605
  nChanged 3
		SP:Iteration 65Q (2587.500000 sec): 3 clusters
  Score: Raw -534401.614353 + Penalty 4079.716721 = -530321.897632
  nChanged 4
		SP:Iteration 66Q (2587.520000 sec): 3 clusters
  Score: Raw -534403.497276 + Penalty 4079.716721 = -530323.780556
  nChanged 6
		SP:Iteration 67Q (2587.530000 sec): 3 clusters
  Score: Raw -534405.807426 + Penalty 4079.716721 = -530326.090705
  nChanged 2
		SP:Iteration 68Q (2587.540000 sec): 3 clusters
  Score: Raw -534406.556619 + Penalty 4079.716721 = -530326.839898
  nChanged 4
		SP:Iteration 69Q (2587.560000 sec): 3 clusters
  Score: Raw -534408.254757 + Penalty 4079.716721 = -530328.538036
  nChanged 6
		SP:Iteration 70Q (2587.570000 sec): 3 clusters
  Score: Raw -534412.730879 + Penalty 4079.716721 = -530333.014159
  nChanged 9
		SP:Iteration 71Q (2587.590000 sec): 3 clusters
  Score: Raw -534419.390871 + Penalty 4079.716721 = -530339.674150
  nChanged 12
		SP:Iteration 72Q (2587.600000 sec): 3 clusters
  Score: Raw -534426.615784 + Penalty 4079.716721 = -530346.899063
  nChanged 7
		SP:Iteration 73Q (2587.620000 sec): 3 clusters
  Score: Raw -534431.071128 + Penalty 4079.716721 = -530351.354408
  nChanged 6
		SP:Iteration 74Q (2587.630000 sec): 3 clusters
  Score: Raw -534434.036000 + Penalty 4079.716721 = -530354.319279
  nChanged 5
		SP:Iteration 75Q (2587.640000 sec): 3 clusters
  Score: Raw -534436.243625 + Penalty 4079.716721 = -530356.526905
  nChanged 2
		SP:Iteration 76Q (2587.660000 sec): 3 clusters
  Score: Raw -534437.639453 + Penalty 4079.716721 = -530357.922732
  nChanged 1
		SP:Iteration 77Q (2587.670000 sec): 3 clusters
  Score: Raw -534437.825513 + Penalty 4079.716721 = -530358.108792
  nChanged 1
		SP:Iteration 78Q (2587.680000 sec): 3 clusters
  Score: Raw -534438.416040 + Penalty 4079.716721 = -530358.699319
  nChanged 2
		SP:Iteration 79Q (2587.700000 sec): 3 clusters
  Score: Raw -534438.940645 + Penalty 4079.716721 = -530359.223924
  nChanged 1
		SP:Iteration 80F (2587.720000 sec): 3 clusters
  Score: Raw -534439.733477 + Penalty 4079.716721 = -530360.016756
  nChanged 1
		SP:Iteration 81Q (2587.730000 sec): 3 clusters
  Score: Raw -534440.202010 + Penalty 4079.716721 = -530360.485289
  nChanged 0
		SP:Iteration 82F (2587.740000 sec): 3 clusters
  Score: Raw -534440.202010 + Penalty 4079.716721 = -530360.485289
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2587.750000 sec): 2 clusters
  Score: Raw -27600.991144 + Penalty 1356.078915 = -26244.912229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2587.750000 sec): 3 clusters
  Score: Raw -27824.338355 + Penalty 2712.157830 = -25112.180525
  nChanged 27
		SP:Iteration 1F (2587.750000 sec): 3 clusters
  Score: Raw -27943.352975 + Penalty 2712.157830 = -25231.195145
  nChanged 6
		SP:Iteration 2Q (2587.750000 sec): 3 clusters
  Score: Raw -27967.105198 + Penalty 2712.157830 = -25254.947368
  nChanged 1
		SP:Iteration 3Q (2587.750000 sec): 3 clusters
  Score: Raw -27975.281818 + Penalty 2712.157830 = -25263.123988
  nChanged 1
		SP:Iteration 4Q (2587.750000 sec): 3 clusters
  Score: Raw -27980.984490 + Penalty 2712.157830 = -25268.826660
  nChanged 0
		SP:Iteration 5F (2587.750000 sec): 3 clusters
  Score: Raw -27980.984490 + Penalty 2712.157830 = -25268.826660
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (30947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2587.860000 sec): 2 clusters
  Score: Raw -4517668.183898 + Penalty 2564.327773 = -4515103.856125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2587.990000 sec): 3 clusters
  Score: Raw -4499006.939135 + Penalty 5128.655546 = -4493878.283588
  nChanged 13954
		SP:Iteration 1F (2588.120000 sec): 3 clusters
  Score: Raw -4506689.952445 + Penalty 5128.655546 = -4501561.296899
  nChanged 1398
		SP:Iteration 2Q (2588.240000 sec): 3 clusters
  Score: Raw -4507124.351432 + Penalty 5128.655546 = -4501995.695886
  nChanged 1263
		SP:Iteration 3Q (2588.380000 sec): 3 clusters
  Score: Raw -4507530.036857 + Penalty 5128.655546 = -4502401.381310
  nChanged 1194
		SP:Iteration 4Q (2588.500000 sec): 3 clusters
  Score: Raw -4507955.729463 + Penalty 5128.655546 = -4502827.073917
  nChanged 1331
		SP:Iteration 5Q (2588.630000 sec): 3 clusters
  Score: Raw -4508518.502269 + Penalty 5128.655546 = -4503389.846723
  nChanged 1544
		SP:Iteration 6Q (2588.760000 sec): 3 clusters
  Score: Raw -4509303.948625 + Penalty 5128.655546 = -4504175.293079
  nChanged 1721
		SP:Iteration 7F (2588.880000 sec): 3 clusters
  Score: Raw -4510349.480695 + Penalty 5128.655546 = -4505220.825149
  nChanged 1946
		SP:Iteration 8F (2589.010000 sec): 3 clusters
  Score: Raw -4511684.214922 + Penalty 5128.655546 = -4506555.559376
  nChanged 2066
		SP:Iteration 9F (2589.130000 sec): 3 clusters
  Score: Raw -4513203.378447 + Penalty 5128.655546 = -4508074.722901
  nChanged 1890
		SP:Iteration 10F (2589.260000 sec): 3 clusters
  Score: Raw -4514532.779068 + Penalty 5128.655546 = -4509404.123522
  nChanged 1509
		SP:Iteration 11Q (2589.380000 sec): 3 clusters
  Score: Raw -4515537.083426 + Penalty 5128.655546 = -4510408.427880
  nChanged 1079
		SP:Iteration 12Q (2589.510000 sec): 3 clusters
  Score: Raw -4516339.528858 + Penalty 5128.655546 = -4511210.873312
  nChanged 839
		SP:Iteration 13Q (2589.630000 sec): 3 clusters
  Score: Raw -4517160.903842 + Penalty 5128.655546 = -4512032.248296
  nChanged 577
		SP:Iteration 14Q (2589.740000 sec): 3 clusters
  Score: Raw -4517942.503849 + Penalty 5128.655546 = -4512813.848303
  nChanged 379
		SP:Iteration 15Q (2589.860000 sec): 3 clusters
  Score: Raw -4518321.535291 + Penalty 5128.655546 = -4513192.879744
  nChanged 272
		SP:Iteration 16Q (2589.960000 sec): 3 clusters
  Score: Raw -4518493.501434 + Penalty 5128.655546 = -4513364.845888
  nChanged 178
		SP:Iteration 17Q (2590.060000 sec): 3 clusters
  Score: Raw -4518575.365912 + Penalty 5128.655546 = -4513446.710366
  nChanged 147
		SP:Iteration 18Q (2590.160000 sec): 3 clusters
  Score: Raw -4518626.596957 + Penalty 5128.655546 = -4513497.941411
  nChanged 121
		SP:Iteration 19Q (2590.260000 sec): 3 clusters
  Score: Raw -4518667.090529 + Penalty 5128.655546 = -4513538.434983
  nChanged 91
		SP:Iteration 20F (2590.380000 sec): 3 clusters
  Score: Raw -4518691.960242 + Penalty 5128.655546 = -4513563.304696
  nChanged 71
		SP:Iteration 21Q (2590.480000 sec): 3 clusters
  Score: Raw -4518711.257325 + Penalty 5128.655546 = -4513582.601779
  nChanged 60
		SP:Iteration 22Q (2590.580000 sec): 3 clusters
  Score: Raw -4518725.419849 + Penalty 5128.655546 = -4513596.764303
  nChanged 44
		SP:Iteration 23Q (2590.680000 sec): 3 clusters
  Score: Raw -4518735.583917 + Penalty 5128.655546 = -4513606.928371
  nChanged 33
		SP:Iteration 24Q (2590.770000 sec): 3 clusters
  Score: Raw -4518743.644739 + Penalty 5128.655546 = -4513614.989193
  nChanged 40
		SP:Iteration 25Q (2590.870000 sec): 3 clusters
  Score: Raw -4518752.779881 + Penalty 5128.655546 = -4513624.124335
  nChanged 31
		SP:Iteration 26Q (2590.970000 sec): 3 clusters
  Score: Raw -4518758.915120 + Penalty 5128.655546 = -4513630.259574
  nChanged 23
		SP:Iteration 27Q (2591.060000 sec): 3 clusters
  Score: Raw -4518763.790522 + Penalty 5128.655546 = -4513635.134976
  nChanged 25
		SP:Iteration 28Q (2591.160000 sec): 3 clusters
  Score: Raw -4518768.546443 + Penalty 5128.655546 = -4513639.890897
  nChanged 19
		SP:Iteration 29Q (2591.260000 sec): 3 clusters
  Score: Raw -4518772.325802 + Penalty 5128.655546 = -4513643.670256
  nChanged 21
		SP:Iteration 30Q (2591.360000 sec): 3 clusters
  Score: Raw -4518776.125490 + Penalty 5128.655546 = -4513647.469944
  nChanged 25
		SP:Iteration 31Q (2591.450000 sec): 3 clusters
  Score: Raw -4518780.441475 + Penalty 5128.655546 = -4513651.785929
  nChanged 18
		SP:Iteration 32Q (2591.550000 sec): 3 clusters
  Score: Raw -4518783.633355 + Penalty 5128.655546 = -4513654.977809
  nChanged 17
		SP:Iteration 33Q (2591.650000 sec): 3 clusters
  Score: Raw -4518786.614349 + Penalty 5128.655546 = -4513657.958803
  nChanged 15
		SP:Iteration 34Q (2591.740000 sec): 3 clusters
  Score: Raw -4518789.312138 + Penalty 5128.655546 = -4513660.656591
  nChanged 11
		SP:Iteration 35Q (2591.840000 sec): 3 clusters
  Score: Raw -4518791.450352 + Penalty 5128.655546 = -4513662.794806
  nChanged 9
		SP:Iteration 36Q (2591.940000 sec): 3 clusters
  Score: Raw -4518792.944918 + Penalty 5128.655546 = -4513664.289372
  nChanged 8
		SP:Iteration 37Q (2592.040000 sec): 3 clusters
  Score: Raw -4518794.079384 + Penalty 5128.655546 = -4513665.423838
  nChanged 6
		SP:Iteration 38Q (2592.140000 sec): 3 clusters
  Score: Raw -4518794.716049 + Penalty 5128.655546 = -4513666.060503
  nChanged 3
		SP:Iteration 39Q (2592.240000 sec): 3 clusters
  Score: Raw -4518795.111150 + Penalty 5128.655546 = -4513666.455604
  nChanged 1
		SP:Iteration 40F (2592.360000 sec): 3 clusters
  Score: Raw -4518795.384372 + Penalty 5128.655546 = -4513666.728826
  nChanged 4
		SP:Iteration 41Q (2592.450000 sec): 3 clusters
  Score: Raw -4518796.052710 + Penalty 5128.655546 = -4513667.397164
  nChanged 3
		SP:Iteration 42Q (2592.550000 sec): 3 clusters
  Score: Raw -4518796.313979 + Penalty 5128.655546 = -4513667.658433
  nChanged 0
		SP:Iteration 43F (2592.670000 sec): 3 clusters
  Score: Raw -4518796.313979 + Penalty 5128.655546 = -4513667.658433
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2592.680000 sec): 2 clusters
  Score: Raw -59143.222450 + Penalty 1506.115044 = -57637.107406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2592.690000 sec): 3 clusters
  Score: Raw -59318.546301 + Penalty 3012.230089 = -56306.316212
  nChanged 82
		SP:Iteration 1F (2592.690000 sec): 3 clusters
  Score: Raw -59584.283669 + Penalty 3012.230089 = -56572.053580
  nChanged 24
		SP:Iteration 2F (2592.690000 sec): 3 clusters
  Score: Raw -59732.119648 + Penalty 3012.230089 = -56719.889559
  nChanged 16
		SP:Iteration 3Q (2592.690000 sec): 3 clusters
  Score: Raw -59796.257864 + Penalty 3012.230089 = -56784.027775
  nChanged 16
		SP:Iteration 4Q (2592.700000 sec): 3 clusters
  Score: Raw -59884.090021 + Penalty 3012.230089 = -56871.859932
  nChanged 20
		SP:Iteration 5Q (2592.700000 sec): 3 clusters
  Score: Raw -59964.460658 + Penalty 3012.230089 = -56952.230570
  nChanged 22
		SP:Iteration 6F (2592.700000 sec): 3 clusters
  Score: Raw -60060.617632 + Penalty 3012.230089 = -57048.387543
  nChanged 26
		SP:Iteration 7F (2592.700000 sec): 3 clusters
  Score: Raw -60214.100254 + Penalty 3012.230089 = -57201.870165
  nChanged 20
		SP:Iteration 8Q (2592.700000 sec): 3 clusters
  Score: Raw -60382.474140 + Penalty 3012.230089 = -57370.244051
  nChanged 12
		SP:Iteration 9Q (2592.700000 sec): 3 clusters
  Score: Raw -60536.057515 + Penalty 3012.230089 = -57523.827426
  nChanged 9
		SP:Iteration 10Q (2592.700000 sec): 3 clusters
  Score: Raw -60680.429021 + Penalty 3012.230089 = -57668.198932
  nChanged 3
		SP:Iteration 11Q (2592.700000 sec): 3 clusters
  Score: Raw -60704.919435 + Penalty 3012.230089 = -57692.689346
  nChanged 2
		SP:Iteration 12Q (2592.710000 sec): 3 clusters
  Score: Raw -60728.772302 + Penalty 3012.230089 = -57716.542213
  nChanged 1
		SP:Iteration 13Q (2592.710000 sec): 3 clusters
  Score: Raw -60732.794064 + Penalty 3012.230089 = -57720.563975
  nChanged 0
		SP:Iteration 14F (2592.710000 sec): 3 clusters
  Score: Raw -60732.794064 + Penalty 3012.230089 = -57720.563975
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 9.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1777 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2592.720000 sec): 2 clusters
  Score: Raw -255255.039351 + Penalty 1855.705093 = -253399.334258
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2592.730000 sec): 3 clusters
  Score: Raw -254633.096128 + Penalty 3711.410187 = -250921.685941
  nChanged 540
		SP:Iteration 1F (2592.740000 sec): 3 clusters
  Score: Raw -255066.428197 + Penalty 3711.410187 = -251355.018010
  nChanged 149
		SP:Iteration 2F (2592.740000 sec): 3 clusters
  Score: Raw -255188.727640 + Penalty 3711.410187 = -251477.317453
  nChanged 72
		SP:Iteration 3Q (2592.750000 sec): 3 clusters
  Score: Raw -255252.145274 + Penalty 3711.410187 = -251540.735087
  nChanged 49
		SP:Iteration 4Q (2592.760000 sec): 3 clusters
  Score: Raw -255292.606087 + Penalty 3711.410187 = -251581.195901
  nChanged 30
		SP:Iteration 5Q (2592.760000 sec): 3 clusters
  Score: Raw -255317.250600 + Penalty 3711.410187 = -251605.840413
  nChanged 21
		SP:Iteration 6Q (2592.770000 sec): 3 clusters
  Score: Raw -255337.387504 + Penalty 3711.410187 = -251625.977318
  nChanged 21
		SP:Iteration 7Q (2592.780000 sec): 3 clusters
  Score: Raw -255354.792647 + Penalty 3711.410187 = -251643.382461
  nChanged 14
		SP:Iteration 8Q (2592.780000 sec): 3 clusters
  Score: Raw -255365.624367 + Penalty 3711.410187 = -251654.214180
  nChanged 11
		SP:Iteration 9Q (2592.790000 sec): 3 clusters
  Score: Raw -255372.633506 + Penalty 3711.410187 = -251661.223319
  nChanged 10
		SP:Iteration 10Q (2592.800000 sec): 3 clusters
  Score: Raw -255378.254752 + Penalty 3711.410187 = -251666.844565
  nChanged 8
		SP:Iteration 11Q (2592.800000 sec): 3 clusters
  Score: Raw -255384.325530 + Penalty 3711.410187 = -251672.915343
  nChanged 3
		SP:Iteration 12Q (2592.810000 sec): 3 clusters
  Score: Raw -255385.976941 + Penalty 3711.410187 = -251674.566754
  nChanged 5
		SP:Iteration 13Q (2592.820000 sec): 3 clusters
  Score: Raw -255389.156257 + Penalty 3711.410187 = -251677.746070
  nChanged 5
		SP:Iteration 14Q (2592.820000 sec): 3 clusters
  Score: Raw -255393.142600 + Penalty 3711.410187 = -251681.732413
  nChanged 4
		SP:Iteration 15Q (2592.830000 sec): 3 clusters
  Score: Raw -255395.134477 + Penalty 3711.410187 = -251683.724290
  nChanged 7
		SP:Iteration 16Q (2592.840000 sec): 3 clusters
  Score: Raw -255400.596765 + Penalty 3711.410187 = -251689.186578
  nChanged 7
		SP:Iteration 17Q (2592.840000 sec): 3 clusters
  Score: Raw -255406.906063 + Penalty 3711.410187 = -251695.495877
  nChanged 8
		SP:Iteration 18Q (2592.850000 sec): 3 clusters
  Score: Raw -255411.207888 + Penalty 3711.410187 = -251699.797701
  nChanged 10
		SP:Iteration 19Q (2592.860000 sec): 3 clusters
  Score: Raw -255417.113600 + Penalty 3711.410187 = -251705.703413
  nChanged 8
		SP:Iteration 20F (2592.860000 sec): 3 clusters
  Score: Raw -255421.176025 + Penalty 3711.410187 = -251709.765838
  nChanged 4
		SP:Iteration 21Q (2592.870000 sec): 3 clusters
  Score: Raw -255423.114593 + Penalty 3711.410187 = -251711.704406
  nChanged 3
		SP:Iteration 22Q (2592.880000 sec): 3 clusters
  Score: Raw -255423.967729 + Penalty 3711.410187 = -251712.557542
  nChanged 2
		SP:Iteration 23Q (2592.890000 sec): 3 clusters
  Score: Raw -255424.474997 + Penalty 3711.410187 = -251713.064810
  nChanged 1
		SP:Iteration 24Q (2592.890000 sec): 3 clusters
  Score: Raw -255425.114405 + Penalty 3711.410187 = -251713.704218
  nChanged 6
		SP:Iteration 25Q (2592.900000 sec): 3 clusters
  Score: Raw -255428.053682 + Penalty 3711.410187 = -251716.643495
  nChanged 4
		SP:Iteration 26Q (2592.910000 sec): 3 clusters
  Score: Raw -255429.941024 + Penalty 3711.410187 = -251718.530837
  nChanged 5
		SP:Iteration 27Q (2592.910000 sec): 3 clusters
  Score: Raw -255434.072584 + Penalty 3711.410187 = -251722.662397
  nChanged 6
		SP:Iteration 28Q (2592.920000 sec): 3 clusters
  Score: Raw -255436.799340 + Penalty 3711.410187 = -251725.389153
  nChanged 4
		SP:Iteration 29Q (2592.930000 sec): 3 clusters
  Score: Raw -255438.582118 + Penalty 3711.410187 = -251727.171931
  nChanged 1
		SP:Iteration 30Q (2592.940000 sec): 3 clusters
  Score: Raw -255438.669070 + Penalty 3711.410187 = -251727.258883
  nChanged 0
		SP:Iteration 31F (2592.940000 sec): 3 clusters
  Score: Raw -255438.669070 + Penalty 3711.410187 = -251727.258883
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2592.940000 sec): 2 clusters
  Score: Raw -14092.726968 + Penalty 1232.513698 = -12860.213270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2592.940000 sec): 3 clusters
  Score: Raw -14517.906649 + Penalty 2465.027397 = -12052.879252
  nChanged 17
		SP:Iteration 1F (2592.940000 sec): 3 clusters
  Score: Raw -14644.711528 + Penalty 2465.027397 = -12179.684131
  nChanged 2
		SP:Iteration 2Q (2592.950000 sec): 3 clusters
  Score: Raw -14671.044637 + Penalty 2465.027397 = -12206.017241
  nChanged 0
		SP:Iteration 3F (2592.950000 sec): 3 clusters
  Score: Raw -14671.044637 + Penalty 2465.027397 = -12206.017241
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (978 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2592.950000 sec): 2 clusters
  Score: Raw -129694.040555 + Penalty 1707.606398 = -127986.434157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2592.960000 sec): 3 clusters
  Score: Raw -129533.672157 + Penalty 3415.212796 = -126118.459361
  nChanged 247
		SP:Iteration 1F (2592.960000 sec): 3 clusters
  Score: Raw -129986.370688 + Penalty 3415.212796 = -126571.157892
  nChanged 84
		SP:Iteration 2F (2592.960000 sec): 3 clusters
  Score: Raw -130193.309765 + Penalty 3415.212796 = -126778.096969
  nChanged 70
		SP:Iteration 3F (2592.970000 sec): 3 clusters
  Score: Raw -130431.102677 + Penalty 3415.212796 = -127015.889881
  nChanged 60
		SP:Iteration 4F (2592.970000 sec): 3 clusters
  Score: Raw -130675.446109 + Penalty 3415.212796 = -127260.233313
  nChanged 51
		SP:Iteration 5F (2592.980000 sec): 3 clusters
  Score: Raw -130928.532295 + Penalty 3415.212796 = -127513.319498
  nChanged 57
		SP:Iteration 6F (2592.980000 sec): 3 clusters
  Score: Raw -131177.658612 + Penalty 3415.212796 = -127762.445816
  nChanged 39
		SP:Iteration 7Q (2592.980000 sec): 3 clusters
  Score: Raw -131323.322175 + Penalty 3415.212796 = -127908.109379
  nChanged 37
		SP:Iteration 8Q (2592.980000 sec): 3 clusters
  Score: Raw -131414.262255 + Penalty 3415.212796 = -127999.049459
  nChanged 24
		SP:Iteration 9Q (2592.990000 sec): 3 clusters
  Score: Raw -131484.399777 + Penalty 3415.212796 = -128069.186980
  nChanged 17
		SP:Iteration 10Q (2592.990000 sec): 3 clusters
  Score: Raw -131531.394663 + Penalty 3415.212796 = -128116.181866
  nChanged 9
		SP:Iteration 11Q (2593.000000 sec): 3 clusters
  Score: Raw -131555.457006 + Penalty 3415.212796 = -128140.244210
  nChanged 5
		SP:Iteration 12Q (2593.000000 sec): 3 clusters
  Score: Raw -131573.273405 + Penalty 3415.212796 = -128158.060609
  nChanged 4
		SP:Iteration 13Q (2593.000000 sec): 3 clusters
  Score: Raw -131583.874741 + Penalty 3415.212796 = -128168.661944
  nChanged 4
		SP:Iteration 14Q (2593.000000 sec): 3 clusters
  Score: Raw -131595.306475 + Penalty 3415.212796 = -128180.093678
  nChanged 2
		SP:Iteration 15Q (2593.010000 sec): 3 clusters
  Score: Raw -131604.221002 + Penalty 3415.212796 = -128189.008206
  nChanged 1
		SP:Iteration 16Q (2593.010000 sec): 3 clusters
  Score: Raw -131608.425839 + Penalty 3415.212796 = -128193.213043
  nChanged 1
		SP:Iteration 17Q (2593.010000 sec): 3 clusters
  Score: Raw -131610.156392 + Penalty 3415.212796 = -128194.943596
  nChanged 1
		SP:Iteration 18Q (2593.020000 sec): 3 clusters
  Score: Raw -131612.500283 + Penalty 3415.212796 = -128197.287487
  nChanged 1
		SP:Iteration 19Q (2593.020000 sec): 3 clusters
  Score: Raw -131614.901164 + Penalty 3415.212796 = -128199.688368
  nChanged 1
		SP:Iteration 20F (2593.020000 sec): 3 clusters
  Score: Raw -131618.807870 + Penalty 3415.212796 = -128203.595073
  nChanged 2
		SP:Iteration 21Q (2593.020000 sec): 3 clusters
  Score: Raw -131634.220299 + Penalty 3415.212796 = -128219.007503
  nChanged 2
		SP:Iteration 22Q (2593.030000 sec): 3 clusters
  Score: Raw -131646.972948 + Penalty 3415.212796 = -128231.760151
  nChanged 2
		SP:Iteration 23Q (2593.030000 sec): 3 clusters
  Score: Raw -131664.586328 + Penalty 3415.212796 = -128249.373531
  nChanged 2
		SP:Iteration 24Q (2593.040000 sec): 3 clusters
  Score: Raw -131679.493471 + Penalty 3415.212796 = -128264.280675
  nChanged 0
		SP:Iteration 25F (2593.040000 sec): 3 clusters
  Score: Raw -131679.493471 + Penalty 3415.212796 = -128264.280675
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 23.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (142306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2593.540000 sec): 2 clusters
  Score: Raw -20666163.101716 + Penalty 2942.702267 = -20663220.399449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2594.120000 sec): 3 clusters
  Score: Raw -20574041.422194 + Penalty 5885.404534 = -20568156.017660
  nChanged 67785
		SP:Iteration 1F (2594.680000 sec): 3 clusters
  Score: Raw -20613047.375471 + Penalty 5885.404534 = -20607161.970937
  nChanged 4562
		SP:Iteration 2Q (2595.250000 sec): 3 clusters
  Score: Raw -20614253.325697 + Penalty 5885.404534 = -20608367.921163
  nChanged 5007
		SP:Iteration 3Q (2595.830000 sec): 3 clusters
  Score: Raw -20615817.082186 + Penalty 5885.404534 = -20609931.677652
  nChanged 5596
		SP:Iteration 4Q (2596.410000 sec): 3 clusters
  Score: Raw -20617956.297378 + Penalty 5885.404534 = -20612070.892844
  nChanged 6444
		SP:Iteration 5Q (2596.990000 sec): 3 clusters
  Score: Raw -20620947.060497 + Penalty 5885.404534 = -20615061.655963
  nChanged 7361
		SP:Iteration 6F (2597.550000 sec): 3 clusters
  Score: Raw -20625061.222836 + Penalty 5885.404534 = -20619175.818302
  nChanged 8313
		SP:Iteration 7F (2598.120000 sec): 3 clusters
  Score: Raw -20630495.784998 + Penalty 5885.404534 = -20624610.380464
  nChanged 8919
		SP:Iteration 8F (2598.680000 sec): 3 clusters
  Score: Raw -20636925.097098 + Penalty 5885.404534 = -20631039.692564
  nChanged 8871
		SP:Iteration 9F (2599.250000 sec): 3 clusters
  Score: Raw -20643557.642080 + Penalty 5885.404534 = -20637672.237546
  nChanged 8003
		SP:Iteration 10F (2599.810000 sec): 3 clusters
  Score: Raw -20649564.825261 + Penalty 5885.404534 = -20643679.420727
  nChanged 6567
		SP:Iteration 11Q (2600.340000 sec): 3 clusters
  Score: Raw -20654368.467154 + Penalty 5885.404534 = -20648483.062620
  nChanged 5141
		SP:Iteration 12Q (2600.860000 sec): 3 clusters
  Score: Raw -20657946.634344 + Penalty 5885.404534 = -20652061.229810
  nChanged 3968
		SP:Iteration 13Q (2601.340000 sec): 3 clusters
  Score: Raw -20660574.324786 + Penalty 5885.404534 = -20654688.920252
  nChanged 3012
		SP:Iteration 14Q (2601.820000 sec): 3 clusters
  Score: Raw -20662499.531641 + Penalty 5885.404534 = -20656614.127107
  nChanged 2262
		SP:Iteration 15Q (2602.270000 sec): 3 clusters
  Score: Raw -20663917.540772 + Penalty 5885.404534 = -20658032.136238
  nChanged 1618
		SP:Iteration 16Q (2602.710000 sec): 3 clusters
  Score: Raw -20664947.321459 + Penalty 5885.404534 = -20659061.916925
  nChanged 1085
		SP:Iteration 17Q (2603.140000 sec): 3 clusters
  Score: Raw -20665649.099831 + Penalty 5885.404534 = -20659763.695297
  nChanged 696
		SP:Iteration 18Q (2603.560000 sec): 3 clusters
  Score: Raw -20666077.837679 + Penalty 5885.404534 = -20660192.433145
  nChanged 514
		SP:Iteration 19Q (2603.980000 sec): 3 clusters
  Score: Raw -20666351.383739 + Penalty 5885.404534 = -20660465.979205
  nChanged 359
		SP:Iteration 20F (2604.540000 sec): 3 clusters
  Score: Raw -20666509.467758 + Penalty 5885.404534 = -20660624.063224
  nChanged 244
		SP:Iteration 21Q (2604.950000 sec): 3 clusters
  Score: Raw -20666613.912329 + Penalty 5885.404534 = -20660728.507795
  nChanged 208
		SP:Iteration 22Q (2605.360000 sec): 3 clusters
  Score: Raw -20666700.818201 + Penalty 5885.404534 = -20660815.413667
  nChanged 175
		SP:Iteration 23Q (2605.780000 sec): 3 clusters
  Score: Raw -20666765.689198 + Penalty 5885.404534 = -20660880.284664
  nChanged 119
		SP:Iteration 24Q (2606.200000 sec): 3 clusters
  Score: Raw -20666808.103706 + Penalty 5885.404534 = -20660922.699172
  nChanged 86
		SP:Iteration 25Q (2606.600000 sec): 3 clusters
  Score: Raw -20666832.322991 + Penalty 5885.404534 = -20660946.918457
  nChanged 61
		SP:Iteration 26Q (2607.010000 sec): 3 clusters
  Score: Raw -20666848.452611 + Penalty 5885.404534 = -20660963.048077
  nChanged 53
		SP:Iteration 27Q (2607.420000 sec): 3 clusters
  Score: Raw -20666862.462918 + Penalty 5885.404534 = -20660977.058384
  nChanged 47
		SP:Iteration 28Q (2607.830000 sec): 3 clusters
  Score: Raw -20666874.415026 + Penalty 5885.404534 = -20660989.010492
  nChanged 40
		SP:Iteration 29Q (2608.230000 sec): 3 clusters
  Score: Raw -20666883.510282 + Penalty 5885.404534 = -20660998.105748
  nChanged 34
		SP:Iteration 30Q (2608.640000 sec): 3 clusters
  Score: Raw -20666893.350386 + Penalty 5885.404534 = -20661007.945852
  nChanged 36
		SP:Iteration 31Q (2609.040000 sec): 3 clusters
  Score: Raw -20666903.407839 + Penalty 5885.404534 = -20661018.003305
  nChanged 40
		SP:Iteration 32Q (2609.440000 sec): 3 clusters
  Score: Raw -20666914.091904 + Penalty 5885.404534 = -20661028.687370
  nChanged 38
		SP:Iteration 33Q (2609.850000 sec): 3 clusters
  Score: Raw -20666923.565953 + Penalty 5885.404534 = -20661038.161419
  nChanged 30
		SP:Iteration 34Q (2610.250000 sec): 3 clusters
  Score: Raw -20666929.995049 + Penalty 5885.404534 = -20661044.590515
  nChanged 23
		SP:Iteration 35Q (2610.660000 sec): 3 clusters
  Score: Raw -20666936.073388 + Penalty 5885.404534 = -20661050.668854
  nChanged 21
		SP:Iteration 36Q (2611.060000 sec): 3 clusters
  Score: Raw -20666940.436700 + Penalty 5885.404534 = -20661055.032166
  nChanged 14
		SP:Iteration 37Q (2611.460000 sec): 3 clusters
  Score: Raw -20666943.529912 + Penalty 5885.404534 = -20661058.125378
  nChanged 15
		SP:Iteration 38Q (2611.860000 sec): 3 clusters
  Score: Raw -20666946.706133 + Penalty 5885.404534 = -20661061.301599
  nChanged 15
		SP:Iteration 39Q (2612.270000 sec): 3 clusters
  Score: Raw -20666950.652126 + Penalty 5885.404534 = -20661065.247592
  nChanged 12
		SP:Iteration 40F (2612.840000 sec): 3 clusters
  Score: Raw -20666953.699808 + Penalty 5885.404534 = -20661068.295274
  nChanged 12
		SP:Iteration 41Q (2613.240000 sec): 3 clusters
  Score: Raw -20666956.228195 + Penalty 5885.404534 = -20661070.823661
  nChanged 10
		SP:Iteration 42Q (2613.640000 sec): 3 clusters
  Score: Raw -20666958.287929 + Penalty 5885.404534 = -20661072.883395
  nChanged 7
		SP:Iteration 43Q (2614.040000 sec): 3 clusters
  Score: Raw -20666959.970981 + Penalty 5885.404534 = -20661074.566446
  nChanged 7
		SP:Iteration 44Q (2614.450000 sec): 3 clusters
  Score: Raw -20666961.547790 + Penalty 5885.404534 = -20661076.143256
  nChanged 5
		SP:Iteration 45Q (2614.860000 sec): 3 clusters
  Score: Raw -20666962.565703 + Penalty 5885.404534 = -20661077.161169
  nChanged 5
		SP:Iteration 46Q (2615.260000 sec): 3 clusters
  Score: Raw -20666963.731931 + Penalty 5885.404534 = -20661078.327397
  nChanged 5
		SP:Iteration 47Q (2615.660000 sec): 3 clusters
  Score: Raw -20666964.731090 + Penalty 5885.404534 = -20661079.326556
  nChanged 4
		SP:Iteration 48Q (2616.080000 sec): 3 clusters
  Score: Raw -20666965.474542 + Penalty 5885.404534 = -20661080.070008
  nChanged 5
		SP:Iteration 49Q (2616.480000 sec): 3 clusters
  Score: Raw -20666966.045600 + Penalty 5885.404534 = -20661080.641066
  nChanged 2
		SP:Iteration 50Q (2616.890000 sec): 3 clusters
  Score: Raw -20666966.447941 + Penalty 5885.404534 = -20661081.043407
  nChanged 1
		SP:Iteration 51Q (2617.300000 sec): 3 clusters
  Score: Raw -20666966.650842 + Penalty 5885.404534 = -20661081.246308
  nChanged 3
		SP:Iteration 52Q (2617.710000 sec): 3 clusters
  Score: Raw -20666967.481753 + Penalty 5885.404534 = -20661082.077219
  nChanged 2
		SP:Iteration 53Q (2618.110000 sec): 3 clusters
  Score: Raw -20666967.918036 + Penalty 5885.404534 = -20661082.513502
  nChanged 2
		SP:Iteration 54Q (2618.510000 sec): 3 clusters
  Score: Raw -20666968.381779 + Penalty 5885.404534 = -20661082.977245
  nChanged 2
		SP:Iteration 55Q (2618.890000 sec): 3 clusters
  Score: Raw -20666968.608960 + Penalty 5885.404534 = -20661083.204426
  nChanged 1
		SP:Iteration 56Q (2619.270000 sec): 3 clusters
  Score: Raw -20666968.784514 + Penalty 5885.404534 = -20661083.379980
  nChanged 0
		SP:Iteration 57F (2619.800000 sec): 3 clusters
  Score: Raw -20666968.784514 + Penalty 5885.404534 = -20661083.379980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2619.870000 sec): 2 clusters
  Score: Raw -19667.259116 + Penalty 1308.972435 = -18358.286681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2619.870000 sec): 3 clusters
  Score: Raw -19934.149704 + Penalty 2617.944871 = -17316.204833
  nChanged 15
		SP:Iteration 1F (2619.870000 sec): 3 clusters
  Score: Raw -20015.993586 + Penalty 2617.944871 = -17398.048715
  nChanged 10
		SP:Iteration 2F (2619.870000 sec): 3 clusters
  Score: Raw -20078.872031 + Penalty 2617.944871 = -17460.927160
  nChanged 6
		SP:Iteration 3Q (2619.870000 sec): 3 clusters
  Score: Raw -20126.845217 + Penalty 2617.944871 = -17508.900346
  nChanged 4
		SP:Iteration 4Q (2619.870000 sec): 3 clusters
  Score: Raw -20151.572029 + Penalty 2617.944871 = -17533.627158
  nChanged 3
		SP:Iteration 5Q (2619.870000 sec): 3 clusters
  Score: Raw -20167.594773 + Penalty 2617.944871 = -17549.649902
  nChanged 1
		SP:Iteration 6Q (2619.880000 sec): 3 clusters
  Score: Raw -20175.470025 + Penalty 2617.944871 = -17557.525154
  nChanged 2
		SP:Iteration 7Q (2619.880000 sec): 3 clusters
  Score: Raw -20191.777814 + Penalty 2617.944871 = -17573.832943
  nChanged 0
		SP:Iteration 8F (2619.880000 sec): 3 clusters
  Score: Raw -20191.777814 + Penalty 2617.944871 = -17573.832943
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 29 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2619.880000 sec): 2 clusters
  Score: Raw -74196.170923 + Penalty 1539.730326 = -72656.440597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2619.880000 sec): 3 clusters
  Score: Raw -74225.403661 + Penalty 3079.460653 = -71145.943009
  nChanged 67
		SP:Iteration 1F (2619.880000 sec): 3 clusters
  Score: Raw -74358.436031 + Penalty 3079.460653 = -71278.975378
  nChanged 16
		SP:Iteration 2Q (2619.880000 sec): 3 clusters
  Score: Raw -74403.016384 + Penalty 3079.460653 = -71323.555731
  nChanged 4
		SP:Iteration 3Q (2619.890000 sec): 3 clusters
  Score: Raw -74409.761309 + Penalty 3079.460653 = -71330.300656
  nChanged 3
		SP:Iteration 4Q (2619.890000 sec): 3 clusters
  Score: Raw -74415.131152 + Penalty 3079.460653 = -71335.670499
  nChanged 2
		SP:Iteration 5Q (2619.890000 sec): 3 clusters
  Score: Raw -74418.268069 + Penalty 3079.460653 = -71338.807416
  nChanged 0
		SP:Iteration 6F (2619.890000 sec): 3 clusters
  Score: Raw -74418.268069 + Penalty 3079.460653 = -71338.807416
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 30 (34446 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2620.020000 sec): 2 clusters
  Score: Raw -5264741.775465 + Penalty 2590.892744 = -5262150.882721
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2620.150000 sec): 3 clusters
  Score: Raw -5243795.893770 + Penalty 5181.785487 = -5238614.108283
  nChanged 15609
		SP:Iteration 1F (2620.280000 sec): 3 clusters
  Score: Raw -5252488.403461 + Penalty 5181.785487 = -5247306.617974
  nChanged 1681
		SP:Iteration 2Q (2620.410000 sec): 3 clusters
  Score: Raw -5253084.720862 + Penalty 5181.785487 = -5247902.935375
  nChanged 1663
		SP:Iteration 3Q (2620.550000 sec): 3 clusters
  Score: Raw -5253777.570569 + Penalty 5181.785487 = -5248595.785082
  nChanged 1826
		SP:Iteration 4F (2620.680000 sec): 3 clusters
  Score: Raw -5254653.869205 + Penalty 5181.785487 = -5249472.083718
  nChanged 2026
		SP:Iteration 5F (2620.810000 sec): 3 clusters
  Score: Raw -5255862.215414 + Penalty 5181.785487 = -5250680.429927
  nChanged 2307
		SP:Iteration 6F (2620.940000 sec): 3 clusters
  Score: Raw -5257517.515160 + Penalty 5181.785487 = -5252335.729673
  nChanged 2269
		SP:Iteration 7F (2621.070000 sec): 3 clusters
  Score: Raw -5259295.387425 + Penalty 5181.785487 = -5254113.601938
  nChanged 2005
		SP:Iteration 8F (2621.200000 sec): 3 clusters
  Score: Raw -5260970.090637 + Penalty 5181.785487 = -5255788.305150
  nChanged 1502
		SP:Iteration 9Q (2621.330000 sec): 3 clusters
  Score: Raw -5262328.632130 + Penalty 5181.785487 = -5257146.846643
  nChanged 1006
		SP:Iteration 10Q (2621.460000 sec): 3 clusters
  Score: Raw -5263168.668025 + Penalty 5181.785487 = -5257986.882538
  nChanged 691
		SP:Iteration 11Q (2621.580000 sec): 3 clusters
  Score: Raw -5263607.599317 + Penalty 5181.785487 = -5258425.813830
  nChanged 494
		SP:Iteration 12Q (2621.690000 sec): 3 clusters
  Score: Raw -5263859.693473 + Penalty 5181.785487 = -5258677.907986
  nChanged 342
		SP:Iteration 13Q (2621.800000 sec): 3 clusters
  Score: Raw -5263996.765493 + Penalty 5181.785487 = -5258814.980006
  nChanged 252
		SP:Iteration 14Q (2621.900000 sec): 3 clusters
  Score: Raw -5264101.809681 + Penalty 5181.785487 = -5258920.024194
  nChanged 205
		SP:Iteration 15Q (2622.010000 sec): 3 clusters
  Score: Raw -5264179.119966 + Penalty 5181.785487 = -5258997.334479
  nChanged 183
		SP:Iteration 16Q (2622.120000 sec): 3 clusters
  Score: Raw -5264245.489773 + Penalty 5181.785487 = -5259063.704286
  nChanged 151
		SP:Iteration 17Q (2622.220000 sec): 3 clusters
  Score: Raw -5264294.610741 + Penalty 5181.785487 = -5259112.825254
  nChanged 146
		SP:Iteration 18Q (2622.320000 sec): 3 clusters
  Score: Raw -5264339.320868 + Penalty 5181.785487 = -5259157.535381
  nChanged 137
		SP:Iteration 19Q (2622.430000 sec): 3 clusters
  Score: Raw -5264385.969741 + Penalty 5181.785487 = -5259204.184254
  nChanged 114
		SP:Iteration 20F (2622.560000 sec): 3 clusters
  Score: Raw -5264424.672095 + Penalty 5181.785487 = -5259242.886608
  nChanged 93
		SP:Iteration 21Q (2622.660000 sec): 3 clusters
  Score: Raw -5264453.395507 + Penalty 5181.785487 = -5259271.610020
  nChanged 98
		SP:Iteration 22Q (2622.760000 sec): 3 clusters
  Score: Raw -5264493.257956 + Penalty 5181.785487 = -5259311.472469
  nChanged 108
		SP:Iteration 23Q (2622.860000 sec): 3 clusters
  Score: Raw -5264531.659287 + Penalty 5181.785487 = -5259349.873800
  nChanged 96
		SP:Iteration 24Q (2622.960000 sec): 3 clusters
  Score: Raw -5264563.325553 + Penalty 5181.785487 = -5259381.540066
  nChanged 77
		SP:Iteration 25Q (2623.060000 sec): 3 clusters
  Score: Raw -5264586.899123 + Penalty 5181.785487 = -5259405.113636
  nChanged 73
		SP:Iteration 26Q (2623.160000 sec): 3 clusters
  Score: Raw -5264612.760105 + Penalty 5181.785487 = -5259430.974618
  nChanged 88
		SP:Iteration 27Q (2623.260000 sec): 3 clusters
  Score: Raw -5264639.011371 + Penalty 5181.785487 = -5259457.225884
  nChanged 76
		SP:Iteration 28Q (2623.370000 sec): 3 clusters
  Score: Raw -5264664.217847 + Penalty 5181.785487 = -5259482.432360
  nChanged 79
		SP:Iteration 29Q (2623.460000 sec): 3 clusters
  Score: Raw -5264688.464895 + Penalty 5181.785487 = -5259506.679408
  nChanged 73
		SP:Iteration 30Q (2623.570000 sec): 3 clusters
  Score: Raw -5264713.625136 + Penalty 5181.785487 = -5259531.839649
  nChanged 62
		SP:Iteration 31Q (2623.660000 sec): 3 clusters
  Score: Raw -5264734.159867 + Penalty 5181.785487 = -5259552.374380
  nChanged 56
		SP:Iteration 32Q (2623.770000 sec): 3 clusters
  Score: Raw -5264754.884778 + Penalty 5181.785487 = -5259573.099291
  nChanged 53
		SP:Iteration 33Q (2623.870000 sec): 3 clusters
  Score: Raw -5264773.343226 + Penalty 5181.785487 = -5259591.557739
  nChanged 42
		SP:Iteration 34Q (2623.960000 sec): 3 clusters
  Score: Raw -5264788.559346 + Penalty 5181.785487 = -5259606.773859
  nChanged 56
		SP:Iteration 35Q (2624.060000 sec): 3 clusters
  Score: Raw -5264810.974799 + Penalty 5181.785487 = -5259629.189312
  nChanged 44
		SP:Iteration 36Q (2624.160000 sec): 3 clusters
  Score: Raw -5264828.710820 + Penalty 5181.785487 = -5259646.925333
  nChanged 39
		SP:Iteration 37Q (2624.260000 sec): 3 clusters
  Score: Raw -5264842.155046 + Penalty 5181.785487 = -5259660.369559
  nChanged 34
		SP:Iteration 38Q (2624.350000 sec): 3 clusters
  Score: Raw -5264853.759834 + Penalty 5181.785487 = -5259671.974347
  nChanged 40
		SP:Iteration 39Q (2624.450000 sec): 3 clusters
  Score: Raw -5264871.301547 + Penalty 5181.785487 = -5259689.516060
  nChanged 50
		SP:Iteration 40F (2624.580000 sec): 3 clusters
  Score: Raw -5264891.654218 + Penalty 5181.785487 = -5259709.868731
  nChanged 36
		SP:Iteration 41Q (2624.680000 sec): 3 clusters
  Score: Raw -5264908.283441 + Penalty 5181.785487 = -5259726.497954
  nChanged 42
		SP:Iteration 42Q (2624.780000 sec): 3 clusters
  Score: Raw -5264927.508747 + Penalty 5181.785487 = -5259745.723260
  nChanged 37
		SP:Iteration 43Q (2624.870000 sec): 3 clusters
  Score: Raw -5264946.316582 + Penalty 5181.785487 = -5259764.531095
  nChanged 38
		SP:Iteration 44Q (2624.960000 sec): 3 clusters
  Score: Raw -5264963.886178 + Penalty 5181.785487 = -5259782.100691
  nChanged 32
		SP:Iteration 45Q (2625.060000 sec): 3 clusters
  Score: Raw -5264977.227059 + Penalty 5181.785487 = -5259795.441572
  nChanged 22
		SP:Iteration 46Q (2625.160000 sec): 3 clusters
  Score: Raw -5264984.170654 + Penalty 5181.785487 = -5259802.385167
  nChanged 24
		SP:Iteration 47Q (2625.250000 sec): 3 clusters
  Score: Raw -5264993.384371 + Penalty 5181.785487 = -5259811.598884
  nChanged 24
		SP:Iteration 48Q (2625.340000 sec): 3 clusters
  Score: Raw -5265005.104433 + Penalty 5181.785487 = -5259823.318946
  nChanged 20
		SP:Iteration 49Q (2625.440000 sec): 3 clusters
  Score: Raw -5265015.562686 + Penalty 5181.785487 = -5259833.777199
  nChanged 19
		SP:Iteration 50Q (2625.540000 sec): 3 clusters
  Score: Raw -5265024.293688 + Penalty 5181.785487 = -5259842.508201
  nChanged 19
		SP:Iteration 51Q (2625.630000 sec): 3 clusters
  Score: Raw -5265032.670965 + Penalty 5181.785487 = -5259850.885478
  nChanged 13
		SP:Iteration 52Q (2625.720000 sec): 3 clusters
  Score: Raw -5265037.632365 + Penalty 5181.785487 = -5259855.846878
  nChanged 14
		SP:Iteration 53Q (2625.820000 sec): 3 clusters
  Score: Raw -5265043.034949 + Penalty 5181.785487 = -5259861.249462
  nChanged 7
		SP:Iteration 54Q (2625.910000 sec): 3 clusters
  Score: Raw -5265045.736064 + Penalty 5181.785487 = -5259863.950577
  nChanged 11
		SP:Iteration 55Q (2626.000000 sec): 3 clusters
  Score: Raw -5265051.083285 + Penalty 5181.785487 = -5259869.297798
  nChanged 10
		SP:Iteration 56Q (2626.100000 sec): 3 clusters
  Score: Raw -5265057.715990 + Penalty 5181.785487 = -5259875.930503
  nChanged 13
		SP:Iteration 57Q (2626.190000 sec): 3 clusters
  Score: Raw -5265064.927594 + Penalty 5181.785487 = -5259883.142107
  nChanged 10
		SP:Iteration 58Q (2626.280000 sec): 3 clusters
  Score: Raw -5265068.025202 + Penalty 5181.785487 = -5259886.239715
  nChanged 11
		SP:Iteration 59Q (2626.380000 sec): 3 clusters
  Score: Raw -5265072.337388 + Penalty 5181.785487 = -5259890.551901
  nChanged 3
		SP:Iteration 60F (2626.510000 sec): 3 clusters
  Score: Raw -5265073.604466 + Penalty 5181.785487 = -5259891.818979
  nChanged 4
		SP:Iteration 61Q (2626.600000 sec): 3 clusters
  Score: Raw -5265075.145330 + Penalty 5181.785487 = -5259893.359843
  nChanged 3
		SP:Iteration 62Q (2626.700000 sec): 3 clusters
  Score: Raw -5265076.011838 + Penalty 5181.785487 = -5259894.226351
  nChanged 2
		SP:Iteration 63Q (2626.790000 sec): 3 clusters
  Score: Raw -5265076.789083 + Penalty 5181.785487 = -5259895.003596
  nChanged 3
		SP:Iteration 64Q (2626.880000 sec): 3 clusters
  Score: Raw -5265078.086761 + Penalty 5181.785487 = -5259896.301274
  nChanged 2
		SP:Iteration 65Q (2626.980000 sec): 3 clusters
  Score: Raw -5265078.765222 + Penalty 5181.785487 = -5259896.979735
  nChanged 2
		SP:Iteration 66Q (2627.070000 sec): 3 clusters
  Score: Raw -5265079.515407 + Penalty 5181.785487 = -5259897.729920
  nChanged 0
		SP:Iteration 67F (2627.200000 sec): 3 clusters
  Score: Raw -5265079.515407 + Penalty 5181.785487 = -5259897.729920
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 31 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2627.220000 sec): 2 clusters
  Score: Raw -27088.895071 + Penalty 1372.280593 = -25716.614478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2627.220000 sec): 3 clusters
  Score: Raw -27317.332098 + Penalty 2744.561186 = -24572.770912
  nChanged 33
		SP:Iteration 1F (2627.220000 sec): 3 clusters
  Score: Raw -27450.090675 + Penalty 2744.561186 = -24705.529488
  nChanged 22
		SP:Iteration 2F (2627.220000 sec): 3 clusters
  Score: Raw -27641.077679 + Penalty 2744.561186 = -24896.516492
  nChanged 9
		SP:Iteration 3Q (2627.220000 sec): 3 clusters
  Score: Raw -27686.033305 + Penalty 2744.561186 = -24941.472118
  nChanged 8
		SP:Iteration 4Q (2627.220000 sec): 3 clusters
  Score: Raw -27748.198124 + Penalty 2744.561186 = -25003.636938
  nChanged 2
		SP:Iteration 5Q (2627.220000 sec): 3 clusters
  Score: Raw -27764.602045 + Penalty 2744.561186 = -25020.040859
  nChanged 0
		SP:Iteration 6F (2627.220000 sec): 3 clusters
  Score: Raw -27764.602045 + Penalty 2744.561186 = -25020.040859
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 32 (721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2627.220000 sec): 2 clusters
  Score: Raw -92353.119768 + Penalty 1631.998506 = -90721.121262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2627.230000 sec): 3 clusters
  Score: Raw -92285.587274 + Penalty 3263.997012 = -89021.590262
  nChanged 165
		SP:Iteration 1F (2627.230000 sec): 3 clusters
  Score: Raw -92574.875198 + Penalty 3263.997012 = -89310.878185
  nChanged 56
		SP:Iteration 2F (2627.230000 sec): 3 clusters
  Score: Raw -92688.165006 + Penalty 3263.997012 = -89424.167994
  nChanged 37
		SP:Iteration 3F (2627.240000 sec): 3 clusters
  Score: Raw -92812.791614 + Penalty 3263.997012 = -89548.794602
  nChanged 29
		SP:Iteration 4Q (2627.240000 sec): 3 clusters
  Score: Raw -92928.986826 + Penalty 3263.997012 = -89664.989814
  nChanged 20
		SP:Iteration 5Q (2627.240000 sec): 3 clusters
  Score: Raw -92988.607720 + Penalty 3263.997012 = -89724.610708
  nChanged 24
		SP:Iteration 6Q (2627.240000 sec): 3 clusters
  Score: Raw -93089.457559 + Penalty 3263.997012 = -89825.460547
  nChanged 16
		SP:Iteration 7Q (2627.240000 sec): 3 clusters
  Score: Raw -93173.197087 + Penalty 3263.997012 = -89909.200075
  nChanged 16
		SP:Iteration 8Q (2627.250000 sec): 3 clusters
  Score: Raw -93227.555237 + Penalty 3263.997012 = -89963.558225
  nChanged 10
		SP:Iteration 9Q (2627.250000 sec): 3 clusters
  Score: Raw -93249.308157 + Penalty 3263.997012 = -89985.311145
  nChanged 9
		SP:Iteration 10Q (2627.250000 sec): 3 clusters
  Score: Raw -93273.859046 + Penalty 3263.997012 = -90009.862034
  nChanged 4
		SP:Iteration 11Q (2627.260000 sec): 3 clusters
  Score: Raw -93285.914432 + Penalty 3263.997012 = -90021.917420
  nChanged 3
		SP:Iteration 12Q (2627.260000 sec): 3 clusters
  Score: Raw -93289.571321 + Penalty 3263.997012 = -90025.574309
  nChanged 4
		SP:Iteration 13Q (2627.260000 sec): 3 clusters
  Score: Raw -93298.656310 + Penalty 3263.997012 = -90034.659297
  nChanged 5
		SP:Iteration 14Q (2627.260000 sec): 3 clusters
  Score: Raw -93307.384198 + Penalty 3263.997012 = -90043.387186
  nChanged 3
		SP:Iteration 15Q (2627.260000 sec): 3 clusters
  Score: Raw -93321.589441 + Penalty 3263.997012 = -90057.592429
  nChanged 3
		SP:Iteration 16Q (2627.260000 sec): 3 clusters
  Score: Raw -93324.209959 + Penalty 3263.997012 = -90060.212947
  nChanged 2
		SP:Iteration 17Q (2627.270000 sec): 3 clusters
  Score: Raw -93327.956730 + Penalty 3263.997012 = -90063.959718
  nChanged 2
		SP:Iteration 18Q (2627.270000 sec): 3 clusters
  Score: Raw -93335.231235 + Penalty 3263.997012 = -90071.234223
  nChanged 3
		SP:Iteration 19Q (2627.270000 sec): 3 clusters
  Score: Raw -93342.538932 + Penalty 3263.997012 = -90078.541920
  nChanged 2
		SP:Iteration 20F (2627.280000 sec): 3 clusters
  Score: Raw -93347.390187 + Penalty 3263.997012 = -90083.393175
  nChanged 2
		SP:Iteration 21Q (2627.280000 sec): 3 clusters
  Score: Raw -93351.631330 + Penalty 3263.997012 = -90087.634318
  nChanged 3
		SP:Iteration 22Q (2627.280000 sec): 3 clusters
  Score: Raw -93357.660847 + Penalty 3263.997012 = -90093.663835
  nChanged 2
		SP:Iteration 23Q (2627.280000 sec): 3 clusters
  Score: Raw -93359.701390 + Penalty 3263.997012 = -90095.704378
  nChanged 0
		SP:Iteration 24F (2627.280000 sec): 3 clusters
  Score: Raw -93359.701390 + Penalty 3263.997012 = -90095.704378
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 33 (193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2627.290000 sec): 2 clusters
  Score: Raw -25068.601729 + Penalty 1305.147167 = -23763.454562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2627.290000 sec): 3 clusters
  Score: Raw -25475.950536 + Penalty 2610.294334 = -22865.656202
  nChanged 22
		SP:Iteration 1F (2627.290000 sec): 3 clusters
  Score: Raw -25588.137643 + Penalty 2610.294334 = -22977.843309
  nChanged 2
		SP:Iteration 2Q (2627.290000 sec): 3 clusters
  Score: Raw -25652.909530 + Penalty 2610.294334 = -23042.615197
  nChanged 2
		SP:Iteration 3Q (2627.290000 sec): 3 clusters
  Score: Raw -25660.072210 + Penalty 2610.294334 = -23049.777877
  nChanged 0
		SP:Iteration 4F (2627.290000 sec): 3 clusters
  Score: Raw -25660.072210 + Penalty 2610.294334 = -23049.777877
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 34 (927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2627.300000 sec): 2 clusters
  Score: Raw -122976.049857 + Penalty 1694.324484 = -121281.725372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2627.300000 sec): 3 clusters
  Score: Raw -122773.358354 + Penalty 3388.648969 = -119384.709386
  nChanged 241
		SP:Iteration 1F (2627.300000 sec): 3 clusters
  Score: Raw -123053.379577 + Penalty 3388.648969 = -119664.730609
  nChanged 44
		SP:Iteration 2Q (2627.310000 sec): 3 clusters
  Score: Raw -123119.802639 + Penalty 3388.648969 = -119731.153670
  nChanged 30
		SP:Iteration 3Q (2627.310000 sec): 3 clusters
  Score: Raw -123160.186479 + Penalty 3388.648969 = -119771.537510
  nChanged 22
		SP:Iteration 4Q (2627.310000 sec): 3 clusters
  Score: Raw -123187.730836 + Penalty 3388.648969 = -119799.081868
  nChanged 10
		SP:Iteration 5Q (2627.320000 sec): 3 clusters
  Score: Raw -123198.626147 + Penalty 3388.648969 = -119809.977179
  nChanged 7
		SP:Iteration 6Q (2627.320000 sec): 3 clusters
  Score: Raw -123205.918087 + Penalty 3388.648969 = -119817.269118
  nChanged 7
		SP:Iteration 7Q (2627.320000 sec): 3 clusters
  Score: Raw -123214.808321 + Penalty 3388.648969 = -119826.159353
  nChanged 5
		SP:Iteration 8Q (2627.330000 sec): 3 clusters
  Score: Raw -123220.046483 + Penalty 3388.648969 = -119831.397514
  nChanged 4
		SP:Iteration 9Q (2627.330000 sec): 3 clusters
  Score: Raw -123225.971073 + Penalty 3388.648969 = -119837.322104
  nChanged 6
		SP:Iteration 10Q (2627.330000 sec): 3 clusters
  Score: Raw -123233.937717 + Penalty 3388.648969 = -119845.288749
  nChanged 6
		SP:Iteration 11Q (2627.340000 sec): 3 clusters
  Score: Raw -123243.941268 + Penalty 3388.648969 = -119855.292300
  nChanged 9
		SP:Iteration 12Q (2627.340000 sec): 3 clusters
  Score: Raw -123264.213262 + Penalty 3388.648969 = -119875.564293
  nChanged 9
		SP:Iteration 13Q (2627.340000 sec): 3 clusters
  Score: Raw -123285.067787 + Penalty 3388.648969 = -119896.418819
  nChanged 8
		SP:Iteration 14Q (2627.350000 sec): 3 clusters
  Score: Raw -123300.287462 + Penalty 3388.648969 = -119911.638493
  nChanged 10
		SP:Iteration 15Q (2627.350000 sec): 3 clusters
  Score: Raw -123317.401246 + Penalty 3388.648969 = -119928.752277
  nChanged 10
		SP:Iteration 16Q (2627.350000 sec): 3 clusters
  Score: Raw -123333.747970 + Penalty 3388.648969 = -119945.099002
  nChanged 9
		SP:Iteration 17Q (2627.360000 sec): 3 clusters
  Score: Raw -123348.519503 + Penalty 3388.648969 = -119959.870534
  nChanged 3
		SP:Iteration 18Q (2627.360000 sec): 3 clusters
  Score: Raw -123351.973882 + Penalty 3388.648969 = -119963.324914
  nChanged 2
		SP:Iteration 19Q (2627.360000 sec): 3 clusters
  Score: Raw -123355.606456 + Penalty 3388.648969 = -119966.957488
  nChanged 4
		SP:Iteration 20F (2627.360000 sec): 3 clusters
  Score: Raw -123363.732834 + Penalty 3388.648969 = -119975.083865
  nChanged 7
		SP:Iteration 21Q (2627.370000 sec): 3 clusters
  Score: Raw -123376.106902 + Penalty 3388.648969 = -119987.457933
  nChanged 7
		SP:Iteration 22Q (2627.370000 sec): 3 clusters
  Score: Raw -123385.826521 + Penalty 3388.648969 = -119997.177553
  nChanged 4
		SP:Iteration 23Q (2627.380000 sec): 3 clusters
  Score: Raw -123391.631077 + Penalty 3388.648969 = -120002.982108
  nChanged 10
		SP:Iteration 24Q (2627.380000 sec): 3 clusters
  Score: Raw -123404.846536 + Penalty 3388.648969 = -120016.197567
  nChanged 4
		SP:Iteration 25Q (2627.380000 sec): 3 clusters
  Score: Raw -123411.000074 + Penalty 3388.648969 = -120022.351105
  nChanged 3
		SP:Iteration 26Q (2627.380000 sec): 3 clusters
  Score: Raw -123414.067471 + Penalty 3388.648969 = -120025.418502
  nChanged 2
		SP:Iteration 27Q (2627.390000 sec): 3 clusters
  Score: Raw -123416.829252 + Penalty 3388.648969 = -120028.180284
  nChanged 2
		SP:Iteration 28Q (2627.390000 sec): 3 clusters
  Score: Raw -123419.057527 + Penalty 3388.648969 = -120030.408559
  nChanged 1
		SP:Iteration 29Q (2627.400000 sec): 3 clusters
  Score: Raw -123419.692140 + Penalty 3388.648969 = -120031.043171
  nChanged 1
		SP:Iteration 30Q (2627.400000 sec): 3 clusters
  Score: Raw -123422.050694 + Penalty 3388.648969 = -120033.401725
  nChanged 1
		SP:Iteration 31Q (2627.400000 sec): 3 clusters
  Score: Raw -123424.930778 + Penalty 3388.648969 = -120036.281809
  nChanged 2
		SP:Iteration 32Q (2627.400000 sec): 3 clusters
  Score: Raw -123428.050845 + Penalty 3388.648969 = -120039.401876
  nChanged 3
		SP:Iteration 33Q (2627.410000 sec): 3 clusters
  Score: Raw -123435.439033 + Penalty 3388.648969 = -120046.790064
  nChanged 6
		SP:Iteration 34Q (2627.410000 sec): 3 clusters
  Score: Raw -123448.817712 + Penalty 3388.648969 = -120060.168744
  nChanged 9
		SP:Iteration 35Q (2627.410000 sec): 3 clusters
  Score: Raw -123467.396514 + Penalty 3388.648969 = -120078.747545
  nChanged 5
		SP:Iteration 36Q (2627.420000 sec): 3 clusters
  Score: Raw -123475.367919 + Penalty 3388.648969 = -120086.718951
  nChanged 0
		SP:Iteration 37F (2627.420000 sec): 3 clusters
  Score: Raw -123475.367919 + Penalty 3388.648969 = -120086.718951
  nChanged 0
Iteration 179Q (2635.600000 sec): 35 clusters
  Score: Raw -117615553.919569 + Penalty 114739.327988 = -117500814.591580
  nChanged 272
Iteration 180F (2671.730000 sec): 35 clusters
  Score: Raw -117615645.547818 + Penalty 114739.327988 = -117500906.219830
  nChanged 224
Iteration 181Q (2679.910000 sec): 35 clusters
  Score: Raw -117615722.600652 + Penalty 114739.327988 = -117500983.272664
  nChanged 205
Iteration 182Q (2688.100000 sec): 35 clusters
  Score: Raw -117615748.115502 + Penalty 114739.327988 = -117501008.787514
  nChanged 186
Iteration 183Q (2696.290000 sec): 35 clusters
  Score: Raw -117615764.956515 + Penalty 114739.327988 = -117501025.628527
  nChanged 173
Iteration 184Q (2704.440000 sec): 35 clusters
  Score: Raw -117615775.472350 + Penalty 114739.327988 = -117501036.144362
  nChanged 158
Iteration 185Q (2712.550000 sec): 35 clusters
  Score: Raw -117615786.373614 + Penalty 114739.327988 = -117501047.045626
  nChanged 134
Iteration 186Q (2720.690000 sec): 35 clusters
  Score: Raw -117615794.451779 + Penalty 114739.327988 = -117501055.123791
  nChanged 140
Iteration 187Q (2728.830000 sec): 35 clusters
  Score: Raw -117615803.265148 + Penalty 114739.327988 = -117501063.937160
  nChanged 145
Iteration 188Q (2736.960000 sec): 35 clusters
  Score: Raw -117615810.688762 + Penalty 114739.327988 = -117501071.360774
  nChanged 120
Iteration 189Q (2745.190000 sec): 35 clusters
  Score: Raw -117615816.073856 + Penalty 114739.327988 = -117501076.745867
  nChanged 107
Iteration 190Q (2753.390000 sec): 35 clusters
  Score: Raw -117615820.470589 + Penalty 114739.327988 = -117501081.142601
  nChanged 84
Iteration 191Q (2761.550000 sec): 35 clusters
  Score: Raw -117615824.001297 + Penalty 114739.327988 = -117501084.673309
  nChanged 77
Iteration 192Q (2769.710000 sec): 35 clusters
  Score: Raw -117615827.683336 + Penalty 114739.327988 = -117501088.355348
  nChanged 98
Iteration 193Q (2777.920000 sec): 35 clusters
  Score: Raw -117615831.601663 + Penalty 114739.327988 = -117501092.273674
  nChanged 90
Iteration 194Q (2786.100000 sec): 35 clusters
  Score: Raw -117615836.985377 + Penalty 114739.327988 = -117501097.657389
  nChanged 86
Iteration 195Q (2794.290000 sec): 35 clusters
  Score: Raw -117615840.794582 + Penalty 114739.327988 = -117501101.466594
  nChanged 91
Iteration 196Q (2802.460000 sec): 35 clusters
  Score: Raw -117615843.654743 + Penalty 114739.327988 = -117501104.326754
  nChanged 82
Iteration 197Q (2810.600000 sec): 35 clusters
  Score: Raw -117615846.322174 + Penalty 114739.327988 = -117501106.994186
  nChanged 72
Iteration 198Q (2818.740000 sec): 35 clusters
  Score: Raw -117615848.291191 + Penalty 114739.327988 = -117501108.963202
  nChanged 59
Iteration 199Q (2826.880000 sec): 35 clusters
  Score: Raw -117615850.692516 + Penalty 114739.327988 = -117501111.364528
  nChanged 52
Iteration 200F (2863.030000 sec): 35 clusters
  Score: Raw -117615853.147531 + Penalty 114739.327988 = -117501113.819543
  nChanged 57
Iteration 201Q (2871.250000 sec): 35 clusters
  Score: Raw -117615855.549404 + Penalty 114739.327988 = -117501116.221416
  nChanged 49
Iteration 202Q (2879.400000 sec): 35 clusters
  Score: Raw -117615857.225171 + Penalty 114739.327988 = -117501117.897183
  nChanged 36
Iteration 203Q (2887.530000 sec): 35 clusters
  Score: Raw -117615858.795139 + Penalty 114739.327988 = -117501119.467151
  nChanged 31
Iteration 204Q (2895.670000 sec): 35 clusters
  Score: Raw -117615860.286702 + Penalty 114739.327988 = -117501120.958714
  nChanged 41
Iteration 205Q (2903.820000 sec): 35 clusters
  Score: Raw -117615861.778098 + Penalty 114739.327988 = -117501122.450110
  nChanged 30
Iteration 206Q (2912.070000 sec): 35 clusters
  Score: Raw -117615862.682446 + Penalty 114739.327988 = -117501123.354458
  nChanged 32
Iteration 207Q (2920.270000 sec): 35 clusters
  Score: Raw -117615863.348063 + Penalty 114739.327988 = -117501124.020074
  nChanged 24
Iteration 208Q (2928.410000 sec): 35 clusters
  Score: Raw -117615863.843794 + Penalty 114739.327988 = -117501124.515806
  nChanged 24
Iteration 209Q (2936.570000 sec): 35 clusters
  Score: Raw -117615864.137778 + Penalty 114739.327988 = -117501124.809789
  nChanged 23
Iteration 210Q (2944.710000 sec): 35 clusters
  Score: Raw -117615864.340904 + Penalty 114739.327988 = -117501125.012915
  nChanged 24
Iteration 211Q (2952.870000 sec): 35 clusters
  Score: Raw -117615864.585704 + Penalty 114739.327988 = -117501125.257716
  nChanged 16
Iteration 212Q (2961.060000 sec): 35 clusters
  Score: Raw -117615864.715477 + Penalty 114739.327988 = -117501125.387489
  nChanged 6
Iteration 213Q (2969.210000 sec): 35 clusters
  Score: Raw -117615864.760206 + Penalty 114739.327988 = -117501125.432218
  nChanged 8
Iteration 214Q (2977.320000 sec): 35 clusters
  Score: Raw -117615864.857426 + Penalty 114739.327988 = -117501125.529438
  nChanged 11
Iteration 215Q (2985.480000 sec): 35 clusters
  Score: Raw -117615865.023168 + Penalty 114739.327988 = -117501125.695180
  nChanged 10
Iteration 216Q (2993.600000 sec): 35 clusters
  Score: Raw -117615865.246423 + Penalty 114739.327988 = -117501125.918435
  nChanged 7
Iteration 217Q (3001.950000 sec): 35 clusters
  Score: Raw -117615865.470095 + Penalty 114739.327988 = -117501126.142107
  nChanged 9
Iteration 218Q (3010.550000 sec): 35 clusters
  Score: Raw -117615865.816945 + Penalty 114739.327988 = -117501126.488957
  nChanged 7
Writing temp clu file 
Because OldScore, -117501126.142107, is greater than current (better) Score,-117501126.488957 
 Compute initial score before splitting:   Score: Raw -117615865.816945 + Penalty 114739.327988 = -117501126.488957
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3010.700000 sec): 2 clusters
  Score: Raw -122761.033076 + Penalty 1666.315262 = -121094.717813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3010.700000 sec): 3 clusters
  Score: Raw -122599.237833 + Penalty 3332.630525 = -119266.607309
  nChanged 186
		SP:Iteration 1F (3010.700000 sec): 3 clusters
  Score: Raw -122809.135008 + Penalty 3332.630525 = -119476.504483
  nChanged 42
		SP:Iteration 2F (3010.710000 sec): 3 clusters
  Score: Raw -122874.541583 + Penalty 3332.630525 = -119541.911058
  nChanged 18
		SP:Iteration 3Q (3010.710000 sec): 3 clusters
  Score: Raw -122910.629772 + Penalty 3332.630525 = -119577.999247
  nChanged 16
		SP:Iteration 4Q (3010.710000 sec): 3 clusters
  Score: Raw -122930.234702 + Penalty 3332.630525 = -119597.604177
  nChanged 4
		SP:Iteration 5Q (3010.720000 sec): 3 clusters
  Score: Raw -122934.051399 + Penalty 3332.630525 = -119601.420875
  nChanged 4
		SP:Iteration 6Q (3010.720000 sec): 3 clusters
  Score: Raw -122936.793869 + Penalty 3332.630525 = -119604.163344
  nChanged 4
		SP:Iteration 7Q (3010.720000 sec): 3 clusters
  Score: Raw -122945.254341 + Penalty 3332.630525 = -119612.623816
  nChanged 7
		SP:Iteration 8Q (3010.730000 sec): 3 clusters
  Score: Raw -122951.196779 + Penalty 3332.630525 = -119618.566254
  nChanged 4
		SP:Iteration 9Q (3010.730000 sec): 3 clusters
  Score: Raw -122954.513815 + Penalty 3332.630525 = -119621.883290
  nChanged 0
		SP:Iteration 10F (3010.730000 sec): 3 clusters
  Score: Raw -122954.513815 + Penalty 3332.630525 = -119621.883290
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3010.740000 sec): 2 clusters
  Score: Raw -179904.369306 + Penalty 1762.234960 = -178142.134345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3010.740000 sec): 3 clusters
  Score: Raw -179550.976430 + Penalty 3524.469920 = -176026.506510
  nChanged 318
		SP:Iteration 1F (3010.750000 sec): 3 clusters
  Score: Raw -179840.285299 + Penalty 3524.469920 = -176315.815378
  nChanged 77
		SP:Iteration 2F (3010.750000 sec): 3 clusters
  Score: Raw -179940.870083 + Penalty 3524.469920 = -176416.400163
  nChanged 52
		SP:Iteration 3Q (3010.760000 sec): 3 clusters
  Score: Raw -180052.597899 + Penalty 3524.469920 = -176528.127979
  nChanged 49
		SP:Iteration 4Q (3010.760000 sec): 3 clusters
  Score: Raw -180139.148989 + Penalty 3524.469920 = -176614.679069
  nChanged 40
		SP:Iteration 5Q (3010.770000 sec): 3 clusters
  Score: Raw -180203.345668 + Penalty 3524.469920 = -176678.875748
  nChanged 40
		SP:Iteration 6Q (3010.770000 sec): 3 clusters
  Score: Raw -180264.988909 + Penalty 3524.469920 = -176740.518989
  nChanged 34
		SP:Iteration 7Q (3010.780000 sec): 3 clusters
  Score: Raw -180306.593399 + Penalty 3524.469920 = -176782.123478
  nChanged 27
		SP:Iteration 8Q (3010.780000 sec): 3 clusters
  Score: Raw -180360.116383 + Penalty 3524.469920 = -176835.646463
  nChanged 22
		SP:Iteration 9Q (3010.790000 sec): 3 clusters
  Score: Raw -180388.766076 + Penalty 3524.469920 = -176864.296155
  nChanged 20
		SP:Iteration 10Q (3010.790000 sec): 3 clusters
  Score: Raw -180421.995615 + Penalty 3524.469920 = -176897.525695
  nChanged 21
		SP:Iteration 11Q (3010.790000 sec): 3 clusters
  Score: Raw -180449.547826 + Penalty 3524.469920 = -176925.077905
  nChanged 19
		SP:Iteration 12Q (3010.800000 sec): 3 clusters
  Score: Raw -180480.141792 + Penalty 3524.469920 = -176955.671872
  nChanged 12
		SP:Iteration 13Q (3010.810000 sec): 3 clusters
  Score: Raw -180495.959215 + Penalty 3524.469920 = -176971.489294
  nChanged 12
		SP:Iteration 14Q (3010.810000 sec): 3 clusters
  Score: Raw -180508.712788 + Penalty 3524.469920 = -176984.242868
  nChanged 16
		SP:Iteration 15Q (3010.810000 sec): 3 clusters
  Score: Raw -180527.084019 + Penalty 3524.469920 = -177002.614099
  nChanged 9
		SP:Iteration 16Q (3010.820000 sec): 3 clusters
  Score: Raw -180537.504647 + Penalty 3524.469920 = -177013.034727
  nChanged 8
		SP:Iteration 17Q (3010.820000 sec): 3 clusters
  Score: Raw -180546.861153 + Penalty 3524.469920 = -177022.391233
  nChanged 5
		SP:Iteration 18Q (3010.830000 sec): 3 clusters
  Score: Raw -180551.449959 + Penalty 3524.469920 = -177026.980039
  nChanged 5
		SP:Iteration 19Q (3010.830000 sec): 3 clusters
  Score: Raw -180558.029417 + Penalty 3524.469920 = -177033.559497
  nChanged 1
		SP:Iteration 20F (3010.840000 sec): 3 clusters
  Score: Raw -180558.829379 + Penalty 3524.469920 = -177034.359459
  nChanged 1
		SP:Iteration 21Q (3010.840000 sec): 3 clusters
  Score: Raw -180559.537263 + Penalty 3524.469920 = -177035.067343
  nChanged 3
		SP:Iteration 22Q (3010.850000 sec): 3 clusters
  Score: Raw -180572.697001 + Penalty 3524.469920 = -177048.227081
  nChanged 3
		SP:Iteration 23Q (3010.850000 sec): 3 clusters
  Score: Raw -180576.252687 + Penalty 3524.469920 = -177051.782767
  nChanged 1
		SP:Iteration 24Q (3010.850000 sec): 3 clusters
  Score: Raw -180578.554696 + Penalty 3524.469920 = -177054.084776
  nChanged 3
		SP:Iteration 25Q (3010.860000 sec): 3 clusters
  Score: Raw -180587.326782 + Penalty 3524.469920 = -177062.856861
  nChanged 4
		SP:Iteration 26Q (3010.860000 sec): 3 clusters
  Score: Raw -180595.191572 + Penalty 3524.469920 = -177070.721652
  nChanged 5
		SP:Iteration 27Q (3010.870000 sec): 3 clusters
  Score: Raw -180601.603918 + Penalty 3524.469920 = -177077.133998
  nChanged 4
		SP:Iteration 28Q (3010.870000 sec): 3 clusters
  Score: Raw -180607.852864 + Penalty 3524.469920 = -177083.382943
  nChanged 4
		SP:Iteration 29Q (3010.870000 sec): 3 clusters
  Score: Raw -180611.599987 + Penalty 3524.469920 = -177087.130067
  nChanged 5
		SP:Iteration 30Q (3010.880000 sec): 3 clusters
  Score: Raw -180615.634516 + Penalty 3524.469920 = -177091.164596
  nChanged 2
		SP:Iteration 31Q (3010.890000 sec): 3 clusters
  Score: Raw -180622.481099 + Penalty 3524.469920 = -177098.011179
  nChanged 2
		SP:Iteration 32Q (3010.890000 sec): 3 clusters
  Score: Raw -180624.496903 + Penalty 3524.469920 = -177100.026983
  nChanged 1
		SP:Iteration 33Q (3010.890000 sec): 3 clusters
  Score: Raw -180625.814827 + Penalty 3524.469920 = -177101.344907
  nChanged 2
		SP:Iteration 34Q (3010.900000 sec): 3 clusters
  Score: Raw -180630.637098 + Penalty 3524.469920 = -177106.167178
  nChanged 3
		SP:Iteration 35Q (3010.900000 sec): 3 clusters
  Score: Raw -180635.915886 + Penalty 3524.469920 = -177111.445965
  nChanged 3
		SP:Iteration 36Q (3010.910000 sec): 3 clusters
  Score: Raw -180639.541183 + Penalty 3524.469920 = -177115.071263
  nChanged 5
		SP:Iteration 37Q (3010.910000 sec): 3 clusters
  Score: Raw -180646.314628 + Penalty 3524.469920 = -177121.844708
  nChanged 5
		SP:Iteration 38Q (3010.910000 sec): 3 clusters
  Score: Raw -180654.169808 + Penalty 3524.469920 = -177129.699887
  nChanged 4
		SP:Iteration 39Q (3010.920000 sec): 3 clusters
  Score: Raw -180660.662659 + Penalty 3524.469920 = -177136.192739
  nChanged 5
		SP:Iteration 40F (3010.920000 sec): 3 clusters
  Score: Raw -180666.365199 + Penalty 3524.469920 = -177141.895279
  nChanged 4
		SP:Iteration 41Q (3010.930000 sec): 3 clusters
  Score: Raw -180669.495774 + Penalty 3524.469920 = -177145.025854
  nChanged 2
		SP:Iteration 42Q (3010.930000 sec): 3 clusters
  Score: Raw -180671.590573 + Penalty 3524.469920 = -177147.120653
  nChanged 1
		SP:Iteration 43Q (3010.940000 sec): 3 clusters
  Score: Raw -180672.035922 + Penalty 3524.469920 = -177147.566002
  nChanged 2
		SP:Iteration 44Q (3010.940000 sec): 3 clusters
  Score: Raw -180674.542113 + Penalty 3524.469920 = -177150.072193
  nChanged 2
		SP:Iteration 45Q (3010.950000 sec): 3 clusters
  Score: Raw -180676.391196 + Penalty 3524.469920 = -177151.921275
  nChanged 0
		SP:Iteration 46F (3010.950000 sec): 3 clusters
  Score: Raw -180676.391196 + Penalty 3524.469920 = -177151.921275
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3010.950000 sec): 2 clusters
  Score: Raw -22540.062065 + Penalty 1297.314937 = -21242.747128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3010.950000 sec): 3 clusters
  Score: Raw -22854.968678 + Penalty 2594.629874 = -20260.338804
  nChanged 26
		SP:Iteration 1F (3010.950000 sec): 3 clusters
  Score: Raw -23003.305228 + Penalty 2594.629874 = -20408.675354
  nChanged 10
		SP:Iteration 2F (3010.950000 sec): 3 clusters
  Score: Raw -23048.037317 + Penalty 2594.629874 = -20453.407443
  nChanged 5
		SP:Iteration 3Q (3010.950000 sec): 3 clusters
  Score: Raw -23077.464398 + Penalty 2594.629874 = -20482.834524
  nChanged 4
		SP:Iteration 4Q (3010.960000 sec): 3 clusters
  Score: Raw -23178.489560 + Penalty 2594.629874 = -20583.859686
  nChanged 3
		SP:Iteration 5Q (3010.960000 sec): 3 clusters
  Score: Raw -23191.996654 + Penalty 2594.629874 = -20597.366780
  nChanged 2
		SP:Iteration 6Q (3010.960000 sec): 3 clusters
  Score: Raw -23203.638441 + Penalty 2594.629874 = -20609.008567
  nChanged 0
		SP:Iteration 7F (3010.960000 sec): 3 clusters
  Score: Raw -23203.638441 + Penalty 2594.629874 = -20609.008567
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (2808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3010.970000 sec): 2 clusters
  Score: Raw -412082.647571 + Penalty 1969.176486 = -410113.471085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3010.980000 sec): 3 clusters
  Score: Raw -410926.325514 + Penalty 3938.352972 = -406987.972543
  nChanged 957
		SP:Iteration 1F (3010.990000 sec): 3 clusters
  Score: Raw -411614.299857 + Penalty 3938.352972 = -407675.946885
  nChanged 224
		SP:Iteration 2F (3011.010000 sec): 3 clusters
  Score: Raw -411825.697696 + Penalty 3938.352972 = -407887.344724
  nChanged 153
		SP:Iteration 3F (3011.010000 sec): 3 clusters
  Score: Raw -411959.481683 + Penalty 3938.352972 = -408021.128711
  nChanged 114
		SP:Iteration 4Q (3011.030000 sec): 3 clusters
  Score: Raw -412075.596595 + Penalty 3938.352972 = -408137.243624
  nChanged 118
		SP:Iteration 5Q (3011.040000 sec): 3 clusters
  Score: Raw -412179.765664 + Penalty 3938.352972 = -408241.412693
  nChanged 110
		SP:Iteration 6Q (3011.050000 sec): 3 clusters
  Score: Raw -412279.978623 + Penalty 3938.352972 = -408341.625651
  nChanged 102
		SP:Iteration 7Q (3011.060000 sec): 3 clusters
  Score: Raw -412388.190535 + Penalty 3938.352972 = -408449.837563
  nChanged 102
		SP:Iteration 8Q (3011.070000 sec): 3 clusters
  Score: Raw -412474.260300 + Penalty 3938.352972 = -408535.907329
  nChanged 67
		SP:Iteration 9Q (3011.080000 sec): 3 clusters
  Score: Raw -412538.301719 + Penalty 3938.352972 = -408599.948747
  nChanged 65
		SP:Iteration 10Q (3011.090000 sec): 3 clusters
  Score: Raw -412595.696514 + Penalty 3938.352972 = -408657.343542
  nChanged 67
		SP:Iteration 11Q (3011.100000 sec): 3 clusters
  Score: Raw -412655.277915 + Penalty 3938.352972 = -408716.924944
  nChanged 57
		SP:Iteration 12Q (3011.110000 sec): 3 clusters
  Score: Raw -412713.104544 + Penalty 3938.352972 = -408774.751572
  nChanged 59
		SP:Iteration 13Q (3011.130000 sec): 3 clusters
  Score: Raw -412779.311291 + Penalty 3938.352972 = -408840.958319
  nChanged 54
		SP:Iteration 14Q (3011.130000 sec): 3 clusters
  Score: Raw -412838.164107 + Penalty 3938.352972 = -408899.811135
  nChanged 37
		SP:Iteration 15Q (3011.150000 sec): 3 clusters
  Score: Raw -412883.158313 + Penalty 3938.352972 = -408944.805341
  nChanged 33
		SP:Iteration 16Q (3011.150000 sec): 3 clusters
  Score: Raw -412913.173834 + Penalty 3938.352972 = -408974.820863
  nChanged 17
		SP:Iteration 17Q (3011.170000 sec): 3 clusters
  Score: Raw -412933.658274 + Penalty 3938.352972 = -408995.305303
  nChanged 12
		SP:Iteration 18Q (3011.170000 sec): 3 clusters
  Score: Raw -412944.666310 + Penalty 3938.352972 = -409006.313338
  nChanged 14
		SP:Iteration 19Q (3011.180000 sec): 3 clusters
  Score: Raw -412955.346695 + Penalty 3938.352972 = -409016.993724
  nChanged 10
		SP:Iteration 20F (3011.190000 sec): 3 clusters
  Score: Raw -412963.831836 + Penalty 3938.352972 = -409025.478865
  nChanged 7
		SP:Iteration 21Q (3011.210000 sec): 3 clusters
  Score: Raw -412968.261543 + Penalty 3938.352972 = -409029.908571
  nChanged 3
		SP:Iteration 22Q (3011.210000 sec): 3 clusters
  Score: Raw -412970.622627 + Penalty 3938.352972 = -409032.269656
  nChanged 5
		SP:Iteration 23Q (3011.220000 sec): 3 clusters
  Score: Raw -412973.343977 + Penalty 3938.352972 = -409034.991005
  nChanged 0
		SP:Iteration 24F (3011.230000 sec): 3 clusters
  Score: Raw -412973.343977 + Penalty 3938.352972 = -409034.991005
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3011.240000 sec): 2 clusters
  Score: Raw -77809.852459 + Penalty 1571.093454 = -76238.759005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3011.240000 sec): 3 clusters
  Score: Raw -77855.282703 + Penalty 3142.186909 = -74713.095795
  nChanged 137
		SP:Iteration 1F (3011.240000 sec): 3 clusters
  Score: Raw -78294.564687 + Penalty 3142.186909 = -75152.377778
  nChanged 64
		SP:Iteration 2F (3011.250000 sec): 3 clusters
  Score: Raw -78655.506074 + Penalty 3142.186909 = -75513.319165
  nChanged 38
		SP:Iteration 3F (3011.250000 sec): 3 clusters
  Score: Raw -78918.512353 + Penalty 3142.186909 = -75776.325444
  nChanged 27
		SP:Iteration 4Q (3011.250000 sec): 3 clusters
  Score: Raw -79029.113579 + Penalty 3142.186909 = -75886.926670
  nChanged 14
		SP:Iteration 5Q (3011.250000 sec): 3 clusters
  Score: Raw -79081.490402 + Penalty 3142.186909 = -75939.303493
  nChanged 12
		SP:Iteration 6Q (3011.250000 sec): 3 clusters
  Score: Raw -79120.829626 + Penalty 3142.186909 = -75978.642717
  nChanged 10
		SP:Iteration 7Q (3011.250000 sec): 3 clusters
  Score: Raw -79156.781079 + Penalty 3142.186909 = -76014.594171
  nChanged 6
		SP:Iteration 8Q (3011.260000 sec): 3 clusters
  Score: Raw -79170.550591 + Penalty 3142.186909 = -76028.363683
  nChanged 1
		SP:Iteration 9Q (3011.260000 sec): 3 clusters
  Score: Raw -79171.348299 + Penalty 3142.186909 = -76029.161390
  nChanged 1
		SP:Iteration 10Q (3011.260000 sec): 3 clusters
  Score: Raw -79178.106151 + Penalty 3142.186909 = -76035.919242
  nChanged 0
		SP:Iteration 11F (3011.260000 sec): 3 clusters
  Score: Raw -79178.106151 + Penalty 3142.186909 = -76035.919242
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3011.330000 sec): 2 clusters
  Score: Raw -2464024.121161 + Penalty 2427.443022 = -2461596.678139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3011.410000 sec): 3 clusters
  Score: Raw -2453763.286573 + Penalty 4854.886044 = -2448908.400530
  nChanged 7740
		SP:Iteration 1F (3011.480000 sec): 3 clusters
  Score: Raw -2458021.881025 + Penalty 4854.886044 = -2453166.994982
  nChanged 1092
		SP:Iteration 2F (3011.550000 sec): 3 clusters
  Score: Raw -2458629.249144 + Penalty 4854.886044 = -2453774.363101
  nChanged 1061
		SP:Iteration 3F (3011.620000 sec): 3 clusters
  Score: Raw -2459196.722173 + Penalty 4854.886044 = -2454341.836130
  nChanged 974
		SP:Iteration 4F (3011.700000 sec): 3 clusters
  Score: Raw -2459710.643503 + Penalty 4854.886044 = -2454855.757459
  nChanged 931
		SP:Iteration 5F (3011.770000 sec): 3 clusters
  Score: Raw -2460184.109908 + Penalty 4854.886044 = -2455329.223864
  nChanged 846
		SP:Iteration 6Q (3011.850000 sec): 3 clusters
  Score: Raw -2460578.623832 + Penalty 4854.886044 = -2455723.737788
  nChanged 722
		SP:Iteration 7Q (3011.920000 sec): 3 clusters
  Score: Raw -2460913.765835 + Penalty 4854.886044 = -2456058.879791
  nChanged 652
		SP:Iteration 8Q (3012.000000 sec): 3 clusters
  Score: Raw -2461197.062001 + Penalty 4854.886044 = -2456342.175958
  nChanged 586
		SP:Iteration 9Q (3012.070000 sec): 3 clusters
  Score: Raw -2461453.233288 + Penalty 4854.886044 = -2456598.347245
  nChanged 545
		SP:Iteration 10Q (3012.150000 sec): 3 clusters
  Score: Raw -2461690.379365 + Penalty 4854.886044 = -2456835.493321
  nChanged 479
		SP:Iteration 11Q (3012.220000 sec): 3 clusters
  Score: Raw -2461896.637871 + Penalty 4854.886044 = -2457041.751828
  nChanged 468
		SP:Iteration 12Q (3012.290000 sec): 3 clusters
  Score: Raw -2462078.870837 + Penalty 4854.886044 = -2457223.984793
  nChanged 375
		SP:Iteration 13Q (3012.370000 sec): 3 clusters
  Score: Raw -2462219.077126 + Penalty 4854.886044 = -2457364.191082
  nChanged 349
		SP:Iteration 14Q (3012.440000 sec): 3 clusters
  Score: Raw -2462330.762838 + Penalty 4854.886044 = -2457475.876794
  nChanged 263
		SP:Iteration 15Q (3012.510000 sec): 3 clusters
  Score: Raw -2462407.446399 + Penalty 4854.886044 = -2457552.560355
  nChanged 250
		SP:Iteration 16Q (3012.580000 sec): 3 clusters
  Score: Raw -2462474.625078 + Penalty 4854.886044 = -2457619.739034
  nChanged 192
		SP:Iteration 17Q (3012.650000 sec): 3 clusters
  Score: Raw -2462522.266373 + Penalty 4854.886044 = -2457667.380329
  nChanged 163
		SP:Iteration 18Q (3012.720000 sec): 3 clusters
  Score: Raw -2462557.974300 + Penalty 4854.886044 = -2457703.088256
  nChanged 120
		SP:Iteration 19Q (3012.800000 sec): 3 clusters
  Score: Raw -2462580.396780 + Penalty 4854.886044 = -2457725.510736
  nChanged 108
		SP:Iteration 20F (3012.870000 sec): 3 clusters
  Score: Raw -2462598.381671 + Penalty 4854.886044 = -2457743.495628
  nChanged 97
		SP:Iteration 21Q (3012.940000 sec): 3 clusters
  Score: Raw -2462616.432680 + Penalty 4854.886044 = -2457761.546636
  nChanged 95
		SP:Iteration 22Q (3013.010000 sec): 3 clusters
  Score: Raw -2462634.022494 + Penalty 4854.886044 = -2457779.136451
  nChanged 101
		SP:Iteration 23Q (3013.080000 sec): 3 clusters
  Score: Raw -2462653.546838 + Penalty 4854.886044 = -2457798.660794
  nChanged 85
		SP:Iteration 24Q (3013.150000 sec): 3 clusters
  Score: Raw -2462668.151598 + Penalty 4854.886044 = -2457813.265554
  nChanged 91
		SP:Iteration 25Q (3013.220000 sec): 3 clusters
  Score: Raw -2462687.143552 + Penalty 4854.886044 = -2457832.257508
  nChanged 115
		SP:Iteration 26Q (3013.280000 sec): 3 clusters
  Score: Raw -2462711.700586 + Penalty 4854.886044 = -2457856.814543
  nChanged 123
		SP:Iteration 27Q (3013.360000 sec): 3 clusters
  Score: Raw -2462742.122350 + Penalty 4854.886044 = -2457887.236307
  nChanged 133
		SP:Iteration 28Q (3013.420000 sec): 3 clusters
  Score: Raw -2462776.665634 + Penalty 4854.886044 = -2457921.779590
  nChanged 133
		SP:Iteration 29Q (3013.490000 sec): 3 clusters
  Score: Raw -2462812.762874 + Penalty 4854.886044 = -2457957.876831
  nChanged 156
		SP:Iteration 30Q (3013.560000 sec): 3 clusters
  Score: Raw -2462861.308112 + Penalty 4854.886044 = -2458006.422069
  nChanged 174
		SP:Iteration 31Q (3013.640000 sec): 3 clusters
  Score: Raw -2462918.697555 + Penalty 4854.886044 = -2458063.811512
  nChanged 184
		SP:Iteration 32Q (3013.710000 sec): 3 clusters
  Score: Raw -2462977.378394 + Penalty 4854.886044 = -2458122.492350
  nChanged 182
		SP:Iteration 33Q (3013.780000 sec): 3 clusters
  Score: Raw -2463035.231268 + Penalty 4854.886044 = -2458180.345224
  nChanged 185
		SP:Iteration 34Q (3013.850000 sec): 3 clusters
  Score: Raw -2463088.052037 + Penalty 4854.886044 = -2458233.165993
  nChanged 180
		SP:Iteration 35Q (3013.920000 sec): 3 clusters
  Score: Raw -2463145.568644 + Penalty 4854.886044 = -2458290.682600
  nChanged 174
		SP:Iteration 36Q (3013.990000 sec): 3 clusters
  Score: Raw -2463201.513908 + Penalty 4854.886044 = -2458346.627865
  nChanged 165
		SP:Iteration 37Q (3014.060000 sec): 3 clusters
  Score: Raw -2463253.405925 + Penalty 4854.886044 = -2458398.519882
  nChanged 173
		SP:Iteration 38Q (3014.130000 sec): 3 clusters
  Score: Raw -2463301.661200 + Penalty 4854.886044 = -2458446.775156
  nChanged 150
		SP:Iteration 39Q (3014.200000 sec): 3 clusters
  Score: Raw -2463341.278415 + Penalty 4854.886044 = -2458486.392371
  nChanged 138
		SP:Iteration 40F (3014.270000 sec): 3 clusters
  Score: Raw -2463376.520192 + Penalty 4854.886044 = -2458521.634148
  nChanged 144
		SP:Iteration 41Q (3014.340000 sec): 3 clusters
  Score: Raw -2463413.259971 + Penalty 4854.886044 = -2458558.373927
  nChanged 136
		SP:Iteration 42Q (3014.400000 sec): 3 clusters
  Score: Raw -2463447.335626 + Penalty 4854.886044 = -2458592.449583
  nChanged 145
		SP:Iteration 43Q (3014.470000 sec): 3 clusters
  Score: Raw -2463484.753487 + Penalty 4854.886044 = -2458629.867444
  nChanged 141
		SP:Iteration 44Q (3014.540000 sec): 3 clusters
  Score: Raw -2463523.515923 + Penalty 4854.886044 = -2458668.629879
  nChanged 143
		SP:Iteration 45Q (3014.600000 sec): 3 clusters
  Score: Raw -2463563.325199 + Penalty 4854.886044 = -2458708.439155
  nChanged 145
		SP:Iteration 46Q (3014.670000 sec): 3 clusters
  Score: Raw -2463605.466930 + Penalty 4854.886044 = -2458750.580886
  nChanged 129
		SP:Iteration 47Q (3014.740000 sec): 3 clusters
  Score: Raw -2463641.091249 + Penalty 4854.886044 = -2458786.205206
  nChanged 122
		SP:Iteration 48Q (3014.800000 sec): 3 clusters
  Score: Raw -2463677.956770 + Penalty 4854.886044 = -2458823.070726
  nChanged 114
		SP:Iteration 49Q (3014.870000 sec): 3 clusters
  Score: Raw -2463709.097069 + Penalty 4854.886044 = -2458854.211025
  nChanged 106
		SP:Iteration 50Q (3014.930000 sec): 3 clusters
  Score: Raw -2463737.477583 + Penalty 4854.886044 = -2458882.591540
  nChanged 100
		SP:Iteration 51Q (3014.990000 sec): 3 clusters
  Score: Raw -2463766.400642 + Penalty 4854.886044 = -2458911.514599
  nChanged 112
		SP:Iteration 52Q (3015.060000 sec): 3 clusters
  Score: Raw -2463799.075403 + Penalty 4854.886044 = -2458944.189359
  nChanged 100
		SP:Iteration 53Q (3015.120000 sec): 3 clusters
  Score: Raw -2463825.051706 + Penalty 4854.886044 = -2458970.165662
  nChanged 102
		SP:Iteration 54Q (3015.180000 sec): 3 clusters
  Score: Raw -2463848.275571 + Penalty 4854.886044 = -2458993.389527
  nChanged 79
		SP:Iteration 55Q (3015.250000 sec): 3 clusters
  Score: Raw -2463868.341904 + Penalty 4854.886044 = -2459013.455860
  nChanged 96
		SP:Iteration 56Q (3015.310000 sec): 3 clusters
  Score: Raw -2463891.092818 + Penalty 4854.886044 = -2459036.206775
  nChanged 87
		SP:Iteration 57Q (3015.380000 sec): 3 clusters
  Score: Raw -2463913.619705 + Penalty 4854.886044 = -2459058.733661
  nChanged 95
		SP:Iteration 58Q (3015.440000 sec): 3 clusters
  Score: Raw -2463940.135628 + Penalty 4854.886044 = -2459085.249585
  nChanged 94
		SP:Iteration 59Q (3015.500000 sec): 3 clusters
  Score: Raw -2463969.888129 + Penalty 4854.886044 = -2459115.002085
  nChanged 90
		SP:Iteration 60F (3015.570000 sec): 3 clusters
  Score: Raw -2463994.466963 + Penalty 4854.886044 = -2459139.580920
  nChanged 87
		SP:Iteration 61Q (3015.640000 sec): 3 clusters
  Score: Raw -2464019.471206 + Penalty 4854.886044 = -2459164.585163
  nChanged 90
		SP:Iteration 62Q (3015.700000 sec): 3 clusters
  Score: Raw -2464044.799957 + Penalty 4854.886044 = -2459189.913913
  nChanged 79
		SP:Iteration 63Q (3015.760000 sec): 3 clusters
  Score: Raw -2464062.682435 + Penalty 4854.886044 = -2459207.796391
  nChanged 63
		SP:Iteration 64Q (3015.830000 sec): 3 clusters
  Score: Raw -2464074.893969 + Penalty 4854.886044 = -2459220.007926
  nChanged 55
		SP:Iteration 65Q (3015.890000 sec): 3 clusters
  Score: Raw -2464087.234008 + Penalty 4854.886044 = -2459232.347965
  nChanged 63
		SP:Iteration 66Q (3015.950000 sec): 3 clusters
  Score: Raw -2464102.447094 + Penalty 4854.886044 = -2459247.561050
  nChanged 56
		SP:Iteration 67Q (3016.020000 sec): 3 clusters
  Score: Raw -2464115.366670 + Penalty 4854.886044 = -2459260.480626
  nChanged 37
		SP:Iteration 68Q (3016.080000 sec): 3 clusters
  Score: Raw -2464123.770331 + Penalty 4854.886044 = -2459268.884287
  nChanged 31
		SP:Iteration 69Q (3016.140000 sec): 3 clusters
  Score: Raw -2464130.814138 + Penalty 4854.886044 = -2459275.928094
  nChanged 31
		SP:Iteration 70Q (3016.200000 sec): 3 clusters
  Score: Raw -2464136.424624 + Penalty 4854.886044 = -2459281.538580
  nChanged 35
		SP:Iteration 71Q (3016.270000 sec): 3 clusters
  Score: Raw -2464144.844959 + Penalty 4854.886044 = -2459289.958916
  nChanged 34
		SP:Iteration 72Q (3016.330000 sec): 3 clusters
  Score: Raw -2464150.887228 + Penalty 4854.886044 = -2459296.001184
  nChanged 29
		SP:Iteration 73Q (3016.390000 sec): 3 clusters
  Score: Raw -2464156.155895 + Penalty 4854.886044 = -2459301.269851
  nChanged 26
		SP:Iteration 74Q (3016.450000 sec): 3 clusters
  Score: Raw -2464160.732015 + Penalty 4854.886044 = -2459305.845971
  nChanged 27
		SP:Iteration 75Q (3016.510000 sec): 3 clusters
  Score: Raw -2464166.774834 + Penalty 4854.886044 = -2459311.888791
  nChanged 33
		SP:Iteration 76Q (3016.570000 sec): 3 clusters
  Score: Raw -2464173.694714 + Penalty 4854.886044 = -2459318.808670
  nChanged 24
		SP:Iteration 77Q (3016.630000 sec): 3 clusters
  Score: Raw -2464178.783961 + Penalty 4854.886044 = -2459323.897917
  nChanged 20
		SP:Iteration 78Q (3016.690000 sec): 3 clusters
  Score: Raw -2464182.114238 + Penalty 4854.886044 = -2459327.228194
  nChanged 23
		SP:Iteration 79Q (3016.750000 sec): 3 clusters
  Score: Raw -2464185.489085 + Penalty 4854.886044 = -2459330.603041
  nChanged 23
		SP:Iteration 80F (3016.820000 sec): 3 clusters
  Score: Raw -2464189.169858 + Penalty 4854.886044 = -2459334.283815
  nChanged 19
		SP:Iteration 81Q (3016.880000 sec): 3 clusters
  Score: Raw -2464192.250782 + Penalty 4854.886044 = -2459337.364738
  nChanged 17
		SP:Iteration 82Q (3016.940000 sec): 3 clusters
  Score: Raw -2464195.468837 + Penalty 4854.886044 = -2459340.582794
  nChanged 19
		SP:Iteration 83Q (3017.000000 sec): 3 clusters
  Score: Raw -2464199.421102 + Penalty 4854.886044 = -2459344.535058
  nChanged 14
		SP:Iteration 84Q (3017.060000 sec): 3 clusters
  Score: Raw -2464201.808884 + Penalty 4854.886044 = -2459346.922841
  nChanged 14
		SP:Iteration 85Q (3017.120000 sec): 3 clusters
  Score: Raw -2464204.798260 + Penalty 4854.886044 = -2459349.912217
  nChanged 18
		SP:Iteration 86Q (3017.170000 sec): 3 clusters
  Score: Raw -2464208.117422 + Penalty 4854.886044 = -2459353.231378
  nChanged 12
		SP:Iteration 87Q (3017.240000 sec): 3 clusters
  Score: Raw -2464210.454049 + Penalty 4854.886044 = -2459355.568005
  nChanged 6
		SP:Iteration 88Q (3017.300000 sec): 3 clusters
  Score: Raw -2464211.659799 + Penalty 4854.886044 = -2459356.773755
  nChanged 8
		SP:Iteration 89Q (3017.360000 sec): 3 clusters
  Score: Raw -2464213.143982 + Penalty 4854.886044 = -2459358.257938
  nChanged 9
		SP:Iteration 90Q (3017.420000 sec): 3 clusters
  Score: Raw -2464215.047706 + Penalty 4854.886044 = -2459360.161662
  nChanged 13
		SP:Iteration 91Q (3017.490000 sec): 3 clusters
  Score: Raw -2464217.230065 + Penalty 4854.886044 = -2459362.344021
  nChanged 8
		SP:Iteration 92Q (3017.550000 sec): 3 clusters
  Score: Raw -2464219.129124 + Penalty 4854.886044 = -2459364.243080
  nChanged 16
		SP:Iteration 93Q (3017.610000 sec): 3 clusters
  Score: Raw -2464222.452040 + Penalty 4854.886044 = -2459367.565996
  nChanged 12
		SP:Iteration 94Q (3017.670000 sec): 3 clusters
  Score: Raw -2464224.397139 + Penalty 4854.886044 = -2459369.511096
  nChanged 9
		SP:Iteration 95Q (3017.730000 sec): 3 clusters
  Score: Raw -2464226.096682 + Penalty 4854.886044 = -2459371.210638
  nChanged 10
		SP:Iteration 96Q (3017.790000 sec): 3 clusters
  Score: Raw -2464227.503896 + Penalty 4854.886044 = -2459372.617852
  nChanged 7
		SP:Iteration 97Q (3017.850000 sec): 3 clusters
  Score: Raw -2464229.028880 + Penalty 4854.886044 = -2459374.142836
  nChanged 9
		SP:Iteration 98Q (3017.910000 sec): 3 clusters
  Score: Raw -2464231.186190 + Penalty 4854.886044 = -2459376.300146
  nChanged 8
		SP:Iteration 99Q (3017.970000 sec): 3 clusters
  Score: Raw -2464232.411819 + Penalty 4854.886044 = -2459377.525775
  nChanged 5
		SP:Iteration 100F (3018.040000 sec): 3 clusters
  Score: Raw -2464232.818144 + Penalty 4854.886044 = -2459377.932100
  nChanged 2
		SP:Iteration 101Q (3018.100000 sec): 3 clusters
  Score: Raw -2464233.111791 + Penalty 4854.886044 = -2459378.225748
  nChanged 2
		SP:Iteration 102Q (3018.160000 sec): 3 clusters
  Score: Raw -2464233.577550 + Penalty 4854.886044 = -2459378.691506
  nChanged 2
		SP:Iteration 103Q (3018.220000 sec): 3 clusters
  Score: Raw -2464233.909984 + Penalty 4854.886044 = -2459379.023940
  nChanged 5
		SP:Iteration 104Q (3018.270000 sec): 3 clusters
  Score: Raw -2464234.331085 + Penalty 4854.886044 = -2459379.445041
  nChanged 2
		SP:Iteration 105Q (3018.330000 sec): 3 clusters
  Score: Raw -2464234.680078 + Penalty 4854.886044 = -2459379.794034
  nChanged 5
		SP:Iteration 106Q (3018.390000 sec): 3 clusters
  Score: Raw -2464236.035582 + Penalty 4854.886044 = -2459381.149538
  nChanged 3
		SP:Iteration 107Q (3018.450000 sec): 3 clusters
  Score: Raw -2464236.478109 + Penalty 4854.886044 = -2459381.592065
  nChanged 0
		SP:Iteration 108F (3018.520000 sec): 3 clusters
  Score: Raw -2464236.478109 + Penalty 4854.886044 = -2459381.592065
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3018.550000 sec): 2 clusters
  Score: Raw -1055727.530065 + Penalty 2202.523122 = -1053525.006944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3018.580000 sec): 3 clusters
  Score: Raw -1052032.042671 + Penalty 4405.046243 = -1047626.996428
  nChanged 2867
		SP:Iteration 1F (3018.610000 sec): 3 clusters
  Score: Raw -1053644.306241 + Penalty 4405.046243 = -1049239.259998
  nChanged 537
		SP:Iteration 2F (3018.640000 sec): 3 clusters
  Score: Raw -1053971.827346 + Penalty 4405.046243 = -1049566.781102
  nChanged 404
		SP:Iteration 3F (3018.670000 sec): 3 clusters
  Score: Raw -1054211.994885 + Penalty 4405.046243 = -1049806.948641
  nChanged 359
		SP:Iteration 4Q (3018.690000 sec): 3 clusters
  Score: Raw -1054425.446296 + Penalty 4405.046243 = -1050020.400053
  nChanged 346
		SP:Iteration 5Q (3018.720000 sec): 3 clusters
  Score: Raw -1054643.045556 + Penalty 4405.046243 = -1050237.999313
  nChanged 298
		SP:Iteration 6Q (3018.750000 sec): 3 clusters
  Score: Raw -1054812.994523 + Penalty 4405.046243 = -1050407.948280
  nChanged 259
		SP:Iteration 7Q (3018.780000 sec): 3 clusters
  Score: Raw -1054978.562927 + Penalty 4405.046243 = -1050573.516683
  nChanged 250
		SP:Iteration 8Q (3018.810000 sec): 3 clusters
  Score: Raw -1055139.845023 + Penalty 4405.046243 = -1050734.798780
  nChanged 228
		SP:Iteration 9Q (3018.840000 sec): 3 clusters
  Score: Raw -1055288.549805 + Penalty 4405.046243 = -1050883.503562
  nChanged 169
		SP:Iteration 10Q (3018.870000 sec): 3 clusters
  Score: Raw -1055401.638513 + Penalty 4405.046243 = -1050996.592270
  nChanged 170
		SP:Iteration 11Q (3018.890000 sec): 3 clusters
  Score: Raw -1055515.579114 + Penalty 4405.046243 = -1051110.532871
  nChanged 152
		SP:Iteration 12Q (3018.920000 sec): 3 clusters
  Score: Raw -1055619.376799 + Penalty 4405.046243 = -1051214.330556
  nChanged 140
		SP:Iteration 13Q (3018.950000 sec): 3 clusters
  Score: Raw -1055735.665381 + Penalty 4405.046243 = -1051330.619137
  nChanged 152
		SP:Iteration 14Q (3018.970000 sec): 3 clusters
  Score: Raw -1055871.897470 + Penalty 4405.046243 = -1051466.851227
  nChanged 128
		SP:Iteration 15Q (3019.000000 sec): 3 clusters
  Score: Raw -1055987.148585 + Penalty 4405.046243 = -1051582.102341
  nChanged 123
		SP:Iteration 16Q (3019.030000 sec): 3 clusters
  Score: Raw -1056093.591671 + Penalty 4405.046243 = -1051688.545428
  nChanged 119
		SP:Iteration 17Q (3019.050000 sec): 3 clusters
  Score: Raw -1056188.084444 + Penalty 4405.046243 = -1051783.038201
  nChanged 93
		SP:Iteration 18Q (3019.080000 sec): 3 clusters
  Score: Raw -1056259.547312 + Penalty 4405.046243 = -1051854.501069
  nChanged 76
		SP:Iteration 19Q (3019.100000 sec): 3 clusters
  Score: Raw -1056313.848865 + Penalty 4405.046243 = -1051908.802622
  nChanged 72
		SP:Iteration 20F (3019.130000 sec): 3 clusters
  Score: Raw -1056355.843133 + Penalty 4405.046243 = -1051950.796890
  nChanged 59
		SP:Iteration 21Q (3019.150000 sec): 3 clusters
  Score: Raw -1056386.553438 + Penalty 4405.046243 = -1051981.507194
  nChanged 55
		SP:Iteration 22Q (3019.180000 sec): 3 clusters
  Score: Raw -1056416.457090 + Penalty 4405.046243 = -1052011.410846
  nChanged 56
		SP:Iteration 23Q (3019.210000 sec): 3 clusters
  Score: Raw -1056442.355946 + Penalty 4405.046243 = -1052037.309703
  nChanged 44
		SP:Iteration 24Q (3019.230000 sec): 3 clusters
  Score: Raw -1056459.589807 + Penalty 4405.046243 = -1052054.543564
  nChanged 32
		SP:Iteration 25Q (3019.260000 sec): 3 clusters
  Score: Raw -1056476.451359 + Penalty 4405.046243 = -1052071.405116
  nChanged 39
		SP:Iteration 26Q (3019.290000 sec): 3 clusters
  Score: Raw -1056493.195009 + Penalty 4405.046243 = -1052088.148766
  nChanged 31
		SP:Iteration 27Q (3019.310000 sec): 3 clusters
  Score: Raw -1056506.782043 + Penalty 4405.046243 = -1052101.735799
  nChanged 25
		SP:Iteration 28Q (3019.330000 sec): 3 clusters
  Score: Raw -1056516.376012 + Penalty 4405.046243 = -1052111.329769
  nChanged 19
		SP:Iteration 29Q (3019.370000 sec): 3 clusters
  Score: Raw -1056524.673228 + Penalty 4405.046243 = -1052119.626985
  nChanged 25
		SP:Iteration 30Q (3019.390000 sec): 3 clusters
  Score: Raw -1056533.821250 + Penalty 4405.046243 = -1052128.775006
  nChanged 23
		SP:Iteration 31Q (3019.410000 sec): 3 clusters
  Score: Raw -1056542.372320 + Penalty 4405.046243 = -1052137.326077
  nChanged 18
		SP:Iteration 32Q (3019.430000 sec): 3 clusters
  Score: Raw -1056549.684027 + Penalty 4405.046243 = -1052144.637784
  nChanged 18
		SP:Iteration 33Q (3019.450000 sec): 3 clusters
  Score: Raw -1056555.590815 + Penalty 4405.046243 = -1052150.544572
  nChanged 12
		SP:Iteration 34Q (3019.470000 sec): 3 clusters
  Score: Raw -1056559.520835 + Penalty 4405.046243 = -1052154.474592
  nChanged 13
		SP:Iteration 35Q (3019.490000 sec): 3 clusters
  Score: Raw -1056563.159637 + Penalty 4405.046243 = -1052158.113394
  nChanged 15
		SP:Iteration 36Q (3019.520000 sec): 3 clusters
  Score: Raw -1056568.731252 + Penalty 4405.046243 = -1052163.685009
  nChanged 11
		SP:Iteration 37Q (3019.540000 sec): 3 clusters
  Score: Raw -1056572.733590 + Penalty 4405.046243 = -1052167.687347
  nChanged 7
		SP:Iteration 38Q (3019.560000 sec): 3 clusters
  Score: Raw -1056574.252878 + Penalty 4405.046243 = -1052169.206635
  nChanged 3
		SP:Iteration 39Q (3019.580000 sec): 3 clusters
  Score: Raw -1056574.770957 + Penalty 4405.046243 = -1052169.724714
  nChanged 2
		SP:Iteration 40F (3019.610000 sec): 3 clusters
  Score: Raw -1056575.678603 + Penalty 4405.046243 = -1052170.632360
  nChanged 1
		SP:Iteration 41Q (3019.630000 sec): 3 clusters
  Score: Raw -1056575.844709 + Penalty 4405.046243 = -1052170.798466
  nChanged 0
		SP:Iteration 42F (3019.650000 sec): 3 clusters
  Score: Raw -1056575.844709 + Penalty 4405.046243 = -1052170.798466
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (100197 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3020.020000 sec): 2 clusters
  Score: Raw -14805464.909092 + Penalty 2855.693595 = -14802609.215497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3020.430000 sec): 3 clusters
  Score: Raw -14741277.289886 + Penalty 5711.387189 = -14735565.902697
  nChanged 47466
		SP:Iteration 1F (3020.800000 sec): 3 clusters
  Score: Raw -14767915.109932 + Penalty 5711.387189 = -14762203.722742
  nChanged 3146
		SP:Iteration 2Q (3021.190000 sec): 3 clusters
  Score: Raw -14768590.218422 + Penalty 5711.387189 = -14762878.831232
  nChanged 3156
		SP:Iteration 3Q (3021.580000 sec): 3 clusters
  Score: Raw -14769337.619807 + Penalty 5711.387189 = -14763626.232618
  nChanged 3395
		SP:Iteration 4Q (3021.970000 sec): 3 clusters
  Score: Raw -14770269.688798 + Penalty 5711.387189 = -14764558.301609
  nChanged 3680
		SP:Iteration 5Q (3022.350000 sec): 3 clusters
  Score: Raw -14771512.990331 + Penalty 5711.387189 = -14765801.603141
  nChanged 4454
		SP:Iteration 6Q (3022.740000 sec): 3 clusters
  Score: Raw -14773373.339783 + Penalty 5711.387189 = -14767661.952593
  nChanged 5384
		SP:Iteration 7F (3023.120000 sec): 3 clusters
  Score: Raw -14776094.818790 + Penalty 5711.387189 = -14770383.431601
  nChanged 6240
		SP:Iteration 8F (3023.490000 sec): 3 clusters
  Score: Raw -14779770.798824 + Penalty 5711.387189 = -14774059.411635
  nChanged 6682
		SP:Iteration 9F (3023.870000 sec): 3 clusters
  Score: Raw -14784247.241068 + Penalty 5711.387189 = -14778535.853878
  nChanged 6550
		SP:Iteration 10F (3024.250000 sec): 3 clusters
  Score: Raw -14789130.973928 + Penalty 5711.387189 = -14783419.586739
  nChanged 6027
		SP:Iteration 11F (3024.660000 sec): 3 clusters
  Score: Raw -14793867.016355 + Penalty 5711.387189 = -14788155.629165
  nChanged 4833
		SP:Iteration 12Q (3025.080000 sec): 3 clusters
  Score: Raw -14797771.170966 + Penalty 5711.387189 = -14792059.783777
  nChanged 3572
		SP:Iteration 13Q (3025.440000 sec): 3 clusters
  Score: Raw -14800629.492879 + Penalty 5711.387189 = -14794918.105690
  nChanged 2447
		SP:Iteration 14Q (3025.780000 sec): 3 clusters
  Score: Raw -14802515.503899 + Penalty 5711.387189 = -14796804.116710
  nChanged 1636
		SP:Iteration 15Q (3026.100000 sec): 3 clusters
  Score: Raw -14803756.865085 + Penalty 5711.387189 = -14798045.477895
  nChanged 1073
		SP:Iteration 16Q (3026.410000 sec): 3 clusters
  Score: Raw -14804588.218361 + Penalty 5711.387189 = -14798876.831172
  nChanged 691
		SP:Iteration 17Q (3026.690000 sec): 3 clusters
  Score: Raw -14805123.413604 + Penalty 5711.387189 = -14799412.026415
  nChanged 418
		SP:Iteration 18Q (3026.970000 sec): 3 clusters
  Score: Raw -14805426.234086 + Penalty 5711.387189 = -14799714.846897
  nChanged 255
		SP:Iteration 19Q (3027.250000 sec): 3 clusters
  Score: Raw -14805610.913600 + Penalty 5711.387189 = -14799899.526410
  nChanged 163
		SP:Iteration 20F (3027.620000 sec): 3 clusters
  Score: Raw -14805731.840069 + Penalty 5711.387189 = -14800020.452879
  nChanged 133
		SP:Iteration 21Q (3027.890000 sec): 3 clusters
  Score: Raw -14805836.819013 + Penalty 5711.387189 = -14800125.431824
  nChanged 106
		SP:Iteration 22Q (3028.160000 sec): 3 clusters
  Score: Raw -14805921.245047 + Penalty 5711.387189 = -14800209.857857
  nChanged 73
		SP:Iteration 23Q (3028.430000 sec): 3 clusters
  Score: Raw -14805971.862631 + Penalty 5711.387189 = -14800260.475442
  nChanged 55
		SP:Iteration 24Q (3028.700000 sec): 3 clusters
  Score: Raw -14806011.081709 + Penalty 5711.387189 = -14800299.694519
  nChanged 33
		SP:Iteration 25Q (3028.970000 sec): 3 clusters
  Score: Raw -14806029.133623 + Penalty 5711.387189 = -14800317.746433
  nChanged 22
		SP:Iteration 26Q (3029.230000 sec): 3 clusters
  Score: Raw -14806039.479977 + Penalty 5711.387189 = -14800328.092787
  nChanged 15
		SP:Iteration 27Q (3029.500000 sec): 3 clusters
  Score: Raw -14806047.086907 + Penalty 5711.387189 = -14800335.699718
  nChanged 11
		SP:Iteration 28Q (3029.760000 sec): 3 clusters
  Score: Raw -14806053.607320 + Penalty 5711.387189 = -14800342.220130
  nChanged 7
		SP:Iteration 29Q (3030.030000 sec): 3 clusters
  Score: Raw -14806057.040285 + Penalty 5711.387189 = -14800345.653096
  nChanged 5
		SP:Iteration 30Q (3030.290000 sec): 3 clusters
  Score: Raw -14806060.148440 + Penalty 5711.387189 = -14800348.761250
  nChanged 6
		SP:Iteration 31Q (3030.560000 sec): 3 clusters
  Score: Raw -14806064.141226 + Penalty 5711.387189 = -14800352.754036
  nChanged 6
		SP:Iteration 32Q (3030.830000 sec): 3 clusters
  Score: Raw -14806068.839245 + Penalty 5711.387189 = -14800357.452055
  nChanged 7
		SP:Iteration 33Q (3031.090000 sec): 3 clusters
  Score: Raw -14806073.610697 + Penalty 5711.387189 = -14800362.223508
  nChanged 7
		SP:Iteration 34Q (3031.360000 sec): 3 clusters
  Score: Raw -14806076.278395 + Penalty 5711.387189 = -14800364.891206
  nChanged 8
		SP:Iteration 35Q (3031.620000 sec): 3 clusters
  Score: Raw -14806080.497278 + Penalty 5711.387189 = -14800369.110089
  nChanged 4
		SP:Iteration 36Q (3031.890000 sec): 3 clusters
  Score: Raw -14806083.063893 + Penalty 5711.387189 = -14800371.676704
  nChanged 4
		SP:Iteration 37Q (3032.150000 sec): 3 clusters
  Score: Raw -14806085.769061 + Penalty 5711.387189 = -14800374.381872
  nChanged 4
		SP:Iteration 38Q (3032.410000 sec): 3 clusters
  Score: Raw -14806087.237561 + Penalty 5711.387189 = -14800375.850372
  nChanged 1
		SP:Iteration 39Q (3032.680000 sec): 3 clusters
  Score: Raw -14806087.638926 + Penalty 5711.387189 = -14800376.251736
  nChanged 0
		SP:Iteration 40F (3033.050000 sec): 3 clusters
  Score: Raw -14806087.638926 + Penalty 5711.387189 = -14800376.251736
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3033.090000 sec): 2 clusters
  Score: Raw -35204.480717 + Penalty 1371.298414 = -33833.182303
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3033.090000 sec): 3 clusters
  Score: Raw -35376.551737 + Penalty 2742.596827 = -32633.954909
  nChanged 15
		SP:Iteration 1F (3033.090000 sec): 3 clusters
  Score: Raw -35417.615390 + Penalty 2742.596827 = -32675.018563
  nChanged 4
		SP:Iteration 2Q (3033.090000 sec): 3 clusters
  Score: Raw -35439.948280 + Penalty 2742.596827 = -32697.351453
  nChanged 4
		SP:Iteration 3Q (3033.090000 sec): 3 clusters
  Score: Raw -35459.508136 + Penalty 2742.596827 = -32716.911309
  nChanged 1
		SP:Iteration 4Q (3033.090000 sec): 3 clusters
  Score: Raw -35461.074896 + Penalty 2742.596827 = -32718.478069
  nChanged 0
		SP:Iteration 5F (3033.090000 sec): 3 clusters
  Score: Raw -35461.074896 + Penalty 2742.596827 = -32718.478069
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (259059 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3033.960000 sec): 2 clusters
  Score: Raw -38340513.913558 + Penalty 3091.273156 = -38337422.640401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3034.940000 sec): 3 clusters
  Score: Raw -38169484.457161 + Penalty 6182.546313 = -38163301.910849
  nChanged 125028
		SP:Iteration 1F (3035.930000 sec): 3 clusters
  Score: Raw -38242767.422981 + Penalty 6182.546313 = -38236584.876668
  nChanged 6033
		SP:Iteration 2Q (3036.940000 sec): 3 clusters
  Score: Raw -38243751.941498 + Penalty 6182.546313 = -38237569.395186
  nChanged 6228
		SP:Iteration 3Q (3037.950000 sec): 3 clusters
  Score: Raw -38244812.687463 + Penalty 6182.546313 = -38238630.141151
  nChanged 6457
		SP:Iteration 4Q (3038.970000 sec): 3 clusters
  Score: Raw -38246052.575136 + Penalty 6182.546313 = -38239870.028823
  nChanged 6938
		SP:Iteration 5Q (3039.990000 sec): 3 clusters
  Score: Raw -38247501.838483 + Penalty 6182.546313 = -38241319.292170
  nChanged 7568
		SP:Iteration 6Q (3041.010000 sec): 3 clusters
  Score: Raw -38249195.974814 + Penalty 6182.546313 = -38243013.428501
  nChanged 8109
		SP:Iteration 7Q (3042.030000 sec): 3 clusters
  Score: Raw -38251183.814306 + Penalty 6182.546313 = -38245001.267994
  nChanged 8392
		SP:Iteration 8Q (3043.030000 sec): 3 clusters
  Score: Raw -38253359.365896 + Penalty 6182.546313 = -38247176.819583
  nChanged 8696
		SP:Iteration 9Q (3044.050000 sec): 3 clusters
  Score: Raw -38255795.438634 + Penalty 6182.546313 = -38249612.892322
  nChanged 8930
		SP:Iteration 10Q (3045.070000 sec): 3 clusters
  Score: Raw -38258439.313025 + Penalty 6182.546313 = -38252256.766713
  nChanged 8933
		SP:Iteration 11Q (3046.080000 sec): 3 clusters
  Score: Raw -38261122.349598 + Penalty 6182.546313 = -38254939.803286
  nChanged 8969
		SP:Iteration 12Q (3047.090000 sec): 3 clusters
  Score: Raw -38263894.524071 + Penalty 6182.546313 = -38257711.977758
  nChanged 8981
		SP:Iteration 13Q (3048.100000 sec): 3 clusters
  Score: Raw -38266803.021149 + Penalty 6182.546313 = -38260620.474836
  nChanged 9294
		SP:Iteration 14Q (3049.120000 sec): 3 clusters
  Score: Raw -38270231.383317 + Penalty 6182.546313 = -38264048.837005
  nChanged 10292
		SP:Iteration 15Q (3050.120000 sec): 3 clusters
  Score: Raw -38274677.901261 + Penalty 6182.546313 = -38268495.354949
  nChanged 11586
		SP:Iteration 16Q (3051.130000 sec): 3 clusters
  Score: Raw -38280548.366140 + Penalty 6182.546313 = -38274365.819828
  nChanged 12599
		SP:Iteration 17Q (3052.140000 sec): 3 clusters
  Score: Raw -38287578.142837 + Penalty 6182.546313 = -38281395.596524
  nChanged 12584
		SP:Iteration 18Q (3053.130000 sec): 3 clusters
  Score: Raw -38295185.795253 + Penalty 6182.546313 = -38289003.248941
  nChanged 11944
		SP:Iteration 19Q (3054.100000 sec): 3 clusters
  Score: Raw -38302699.768691 + Penalty 6182.546313 = -38296517.222379
  nChanged 10504
		SP:Iteration 20F (3055.090000 sec): 3 clusters
  Score: Raw -38309318.422574 + Penalty 6182.546313 = -38303135.876262
  nChanged 8990
		SP:Iteration 21Q (3056.000000 sec): 3 clusters
  Score: Raw -38315039.688948 + Penalty 6182.546313 = -38308857.142635
  nChanged 7790
		SP:Iteration 22Q (3056.860000 sec): 3 clusters
  Score: Raw -38320173.873751 + Penalty 6182.546313 = -38313991.327438
  nChanged 6700
		SP:Iteration 23Q (3057.700000 sec): 3 clusters
  Score: Raw -38324762.264152 + Penalty 6182.546313 = -38318579.717840
  nChanged 5901
		SP:Iteration 24Q (3058.500000 sec): 3 clusters
  Score: Raw -38329032.604730 + Penalty 6182.546313 = -38322850.058417
  nChanged 4906
		SP:Iteration 25Q (3059.280000 sec): 3 clusters
  Score: Raw -38332707.214303 + Penalty 6182.546313 = -38326524.667991
  nChanged 3899
		SP:Iteration 26Q (3060.030000 sec): 3 clusters
  Score: Raw -38335733.101250 + Penalty 6182.546313 = -38329550.554937
  nChanged 2768
		SP:Iteration 27Q (3060.760000 sec): 3 clusters
  Score: Raw -38337912.408378 + Penalty 6182.546313 = -38331729.862065
  nChanged 1767
		SP:Iteration 28Q (3061.480000 sec): 3 clusters
  Score: Raw -38339278.487614 + Penalty 6182.546313 = -38333095.941301
  nChanged 958
		SP:Iteration 29Q (3062.190000 sec): 3 clusters
  Score: Raw -38340015.802398 + Penalty 6182.546313 = -38333833.256085
  nChanged 443
		SP:Iteration 30Q (3062.900000 sec): 3 clusters
  Score: Raw -38340378.264038 + Penalty 6182.546313 = -38334195.717725
  nChanged 219
		SP:Iteration 31Q (3063.590000 sec): 3 clusters
  Score: Raw -38340561.706018 + Penalty 6182.546313 = -38334379.159705
  nChanged 110
		SP:Iteration 32Q (3064.280000 sec): 3 clusters
  Score: Raw -38340662.584567 + Penalty 6182.546313 = -38334480.038254
  nChanged 86
		SP:Iteration 33Q (3064.980000 sec): 3 clusters
  Score: Raw -38340751.010139 + Penalty 6182.546313 = -38334568.463826
  nChanged 53
		SP:Iteration 34Q (3065.670000 sec): 3 clusters
  Score: Raw -38340800.452913 + Penalty 6182.546313 = -38334617.906601
  nChanged 35
		SP:Iteration 35Q (3066.370000 sec): 3 clusters
  Score: Raw -38340828.876196 + Penalty 6182.546313 = -38334646.329884
  nChanged 17
		SP:Iteration 36Q (3067.050000 sec): 3 clusters
  Score: Raw -38340841.656920 + Penalty 6182.546313 = -38334659.110607
  nChanged 10
		SP:Iteration 37Q (3067.740000 sec): 3 clusters
  Score: Raw -38340851.196079 + Penalty 6182.546313 = -38334668.649767
  nChanged 8
		SP:Iteration 38Q (3068.430000 sec): 3 clusters
  Score: Raw -38340859.089050 + Penalty 6182.546313 = -38334676.542737
  nChanged 11
		SP:Iteration 39Q (3069.120000 sec): 3 clusters
  Score: Raw -38340868.967038 + Penalty 6182.546313 = -38334686.420725
  nChanged 7
		SP:Iteration 40F (3070.090000 sec): 3 clusters
  Score: Raw -38340876.114000 + Penalty 6182.546313 = -38334693.567687
  nChanged 13
		SP:Iteration 41Q (3070.780000 sec): 3 clusters
  Score: Raw -38340890.321147 + Penalty 6182.546313 = -38334707.774835
  nChanged 7
		SP:Iteration 42Q (3071.470000 sec): 3 clusters
  Score: Raw -38340896.581774 + Penalty 6182.546313 = -38334714.035461
  nChanged 8
		SP:Iteration 43Q (3072.160000 sec): 3 clusters
  Score: Raw -38340901.073569 + Penalty 6182.546313 = -38334718.527256
  nChanged 5
		SP:Iteration 44Q (3072.850000 sec): 3 clusters
  Score: Raw -38340905.706396 + Penalty 6182.546313 = -38334723.160084
  nChanged 5
		SP:Iteration 45Q (3073.540000 sec): 3 clusters
  Score: Raw -38340908.748541 + Penalty 6182.546313 = -38334726.202229
  nChanged 3
		SP:Iteration 46Q (3074.230000 sec): 3 clusters
  Score: Raw -38340911.388092 + Penalty 6182.546313 = -38334728.841779
  nChanged 1
		SP:Iteration 47Q (3074.920000 sec): 3 clusters
  Score: Raw -38340912.201271 + Penalty 6182.546313 = -38334729.654958
  nChanged 1
		SP:Iteration 48Q (3075.610000 sec): 3 clusters
  Score: Raw -38340912.608136 + Penalty 6182.546313 = -38334730.061824
  nChanged 0
		SP:Iteration 49F (3076.580000 sec): 3 clusters
  Score: Raw -38340912.608136 + Penalty 6182.546313 = -38334730.061824
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3076.700000 sec): 2 clusters
  Score: Raw -64181.902047 + Penalty 1533.668925 = -62648.233122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3076.700000 sec): 3 clusters
  Score: Raw -64219.758546 + Penalty 3067.337850 = -61152.420696
  nChanged 96
		SP:Iteration 1F (3076.700000 sec): 3 clusters
  Score: Raw -64481.459102 + Penalty 3067.337850 = -61414.121252
  nChanged 34
		SP:Iteration 2F (3076.700000 sec): 3 clusters
  Score: Raw -64597.407076 + Penalty 3067.337850 = -61530.069226
  nChanged 16
		SP:Iteration 3Q (3076.710000 sec): 3 clusters
  Score: Raw -64670.695748 + Penalty 3067.337850 = -61603.357898
  nChanged 16
		SP:Iteration 4Q (3076.710000 sec): 3 clusters
  Score: Raw -64839.399649 + Penalty 3067.337850 = -61772.061799
  nChanged 22
		SP:Iteration 5Q (3076.710000 sec): 3 clusters
  Score: Raw -65047.368709 + Penalty 3067.337850 = -61980.030859
  nChanged 21
		SP:Iteration 6Q (3076.710000 sec): 3 clusters
  Score: Raw -65174.163803 + Penalty 3067.337850 = -62106.825953
  nChanged 13
		SP:Iteration 7Q (3076.710000 sec): 3 clusters
  Score: Raw -65218.919827 + Penalty 3067.337850 = -62151.581977
  nChanged 7
		SP:Iteration 8Q (3076.720000 sec): 3 clusters
  Score: Raw -65248.620953 + Penalty 3067.337850 = -62181.283103
  nChanged 5
		SP:Iteration 9Q (3076.720000 sec): 3 clusters
  Score: Raw -65269.476964 + Penalty 3067.337850 = -62202.139114
  nChanged 3
		SP:Iteration 10Q (3076.720000 sec): 3 clusters
  Score: Raw -65282.310552 + Penalty 3067.337850 = -62214.972702
  nChanged 1
		SP:Iteration 11Q (3076.720000 sec): 3 clusters
  Score: Raw -65288.734871 + Penalty 3067.337850 = -62221.397021
  nChanged 4
		SP:Iteration 12Q (3076.720000 sec): 3 clusters
  Score: Raw -65310.314049 + Penalty 3067.337850 = -62242.976199
  nChanged 5
		SP:Iteration 13Q (3076.720000 sec): 3 clusters
  Score: Raw -65337.438856 + Penalty 3067.337850 = -62270.101006
  nChanged 4
		SP:Iteration 14Q (3076.720000 sec): 3 clusters
  Score: Raw -65354.152080 + Penalty 3067.337850 = -62286.814230
  nChanged 1
		SP:Iteration 15Q (3076.720000 sec): 3 clusters
  Score: Raw -65358.067074 + Penalty 3067.337850 = -62290.729224
  nChanged 0
		SP:Iteration 16F (3076.730000 sec): 3 clusters
  Score: Raw -65358.067074 + Penalty 3067.337850 = -62290.729224
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (7607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3076.760000 sec): 2 clusters
  Score: Raw -1092628.849247 + Penalty 2216.332390 = -1090412.516856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3076.780000 sec): 3 clusters
  Score: Raw -1088671.186007 + Penalty 4432.664781 = -1084238.521226
  nChanged 3001
		SP:Iteration 1F (3076.810000 sec): 3 clusters
  Score: Raw -1090306.759567 + Penalty 4432.664781 = -1085874.094787
  nChanged 554
		SP:Iteration 2F (3076.840000 sec): 3 clusters
  Score: Raw -1090590.040976 + Penalty 4432.664781 = -1086157.376195
  nChanged 391
		SP:Iteration 3F (3076.860000 sec): 3 clusters
  Score: Raw -1090780.168076 + Penalty 4432.664781 = -1086347.503295
  nChanged 320
		SP:Iteration 4Q (3076.890000 sec): 3 clusters
  Score: Raw -1090931.108401 + Penalty 4432.664781 = -1086498.443620
  nChanged 288
		SP:Iteration 5Q (3076.920000 sec): 3 clusters
  Score: Raw -1091072.620036 + Penalty 4432.664781 = -1086639.955255
  nChanged 245
		SP:Iteration 6Q (3076.950000 sec): 3 clusters
  Score: Raw -1091202.334294 + Penalty 4432.664781 = -1086769.669513
  nChanged 261
		SP:Iteration 7Q (3076.980000 sec): 3 clusters
  Score: Raw -1091345.805929 + Penalty 4432.664781 = -1086913.141148
  nChanged 247
		SP:Iteration 8Q (3077.000000 sec): 3 clusters
  Score: Raw -1091468.827410 + Penalty 4432.664781 = -1087036.162629
  nChanged 224
		SP:Iteration 9Q (3077.030000 sec): 3 clusters
  Score: Raw -1091570.983721 + Penalty 4432.664781 = -1087138.318940
  nChanged 204
		SP:Iteration 10Q (3077.060000 sec): 3 clusters
  Score: Raw -1091675.022540 + Penalty 4432.664781 = -1087242.357759
  nChanged 195
		SP:Iteration 11Q (3077.090000 sec): 3 clusters
  Score: Raw -1091770.970545 + Penalty 4432.664781 = -1087338.305764
  nChanged 204
		SP:Iteration 12Q (3077.110000 sec): 3 clusters
  Score: Raw -1091860.643465 + Penalty 4432.664781 = -1087427.978684
  nChanged 163
		SP:Iteration 13Q (3077.140000 sec): 3 clusters
  Score: Raw -1091934.288131 + Penalty 4432.664781 = -1087501.623350
  nChanged 173
		SP:Iteration 14Q (3077.170000 sec): 3 clusters
  Score: Raw -1092016.483466 + Penalty 4432.664781 = -1087583.818685
  nChanged 146
		SP:Iteration 15Q (3077.200000 sec): 3 clusters
  Score: Raw -1092088.658144 + Penalty 4432.664781 = -1087655.993364
  nChanged 141
		SP:Iteration 16Q (3077.220000 sec): 3 clusters
  Score: Raw -1092158.531365 + Penalty 4432.664781 = -1087725.866584
  nChanged 147
		SP:Iteration 17Q (3077.250000 sec): 3 clusters
  Score: Raw -1092240.323698 + Penalty 4432.664781 = -1087807.658917
  nChanged 149
		SP:Iteration 18Q (3077.280000 sec): 3 clusters
  Score: Raw -1092325.833492 + Penalty 4432.664781 = -1087893.168711
  nChanged 138
		SP:Iteration 19Q (3077.300000 sec): 3 clusters
  Score: Raw -1092396.665793 + Penalty 4432.664781 = -1087964.001012
  nChanged 116
		SP:Iteration 20F (3077.330000 sec): 3 clusters
  Score: Raw -1092447.253947 + Penalty 4432.664781 = -1088014.589166
  nChanged 87
		SP:Iteration 21Q (3077.360000 sec): 3 clusters
  Score: Raw -1092484.917289 + Penalty 4432.664781 = -1088052.252509
  nChanged 87
		SP:Iteration 22Q (3077.380000 sec): 3 clusters
  Score: Raw -1092519.671629 + Penalty 4432.664781 = -1088087.006848
  nChanged 78
		SP:Iteration 23Q (3077.410000 sec): 3 clusters
  Score: Raw -1092552.103090 + Penalty 4432.664781 = -1088119.438309
  nChanged 72
		SP:Iteration 24Q (3077.440000 sec): 3 clusters
  Score: Raw -1092581.978698 + Penalty 4432.664781 = -1088149.313917
  nChanged 70
		SP:Iteration 25Q (3077.460000 sec): 3 clusters
  Score: Raw -1092609.704144 + Penalty 4432.664781 = -1088177.039363
  nChanged 57
		SP:Iteration 26Q (3077.490000 sec): 3 clusters
  Score: Raw -1092632.247011 + Penalty 4432.664781 = -1088199.582230
  nChanged 48
		SP:Iteration 27Q (3077.520000 sec): 3 clusters
  Score: Raw -1092656.318524 + Penalty 4432.664781 = -1088223.653743
  nChanged 56
		SP:Iteration 28Q (3077.540000 sec): 3 clusters
  Score: Raw -1092679.834382 + Penalty 4432.664781 = -1088247.169602
  nChanged 52
		SP:Iteration 29Q (3077.560000 sec): 3 clusters
  Score: Raw -1092699.341333 + Penalty 4432.664781 = -1088266.676552
  nChanged 53
		SP:Iteration 30Q (3077.590000 sec): 3 clusters
  Score: Raw -1092717.190451 + Penalty 4432.664781 = -1088284.525670
  nChanged 49
		SP:Iteration 31Q (3077.620000 sec): 3 clusters
  Score: Raw -1092738.296293 + Penalty 4432.664781 = -1088305.631512
  nChanged 47
		SP:Iteration 32Q (3077.640000 sec): 3 clusters
  Score: Raw -1092756.615361 + Penalty 4432.664781 = -1088323.950580
  nChanged 52
		SP:Iteration 33Q (3077.670000 sec): 3 clusters
  Score: Raw -1092773.742099 + Penalty 4432.664781 = -1088341.077318
  nChanged 55
		SP:Iteration 34Q (3077.690000 sec): 3 clusters
  Score: Raw -1092791.590174 + Penalty 4432.664781 = -1088358.925394
  nChanged 43
		SP:Iteration 35Q (3077.720000 sec): 3 clusters
  Score: Raw -1092809.430294 + Penalty 4432.664781 = -1088376.765513
  nChanged 43
		SP:Iteration 36Q (3077.740000 sec): 3 clusters
  Score: Raw -1092825.902235 + Penalty 4432.664781 = -1088393.237455
  nChanged 48
		SP:Iteration 37Q (3077.770000 sec): 3 clusters
  Score: Raw -1092841.491292 + Penalty 4432.664781 = -1088408.826511
  nChanged 42
		SP:Iteration 38Q (3077.790000 sec): 3 clusters
  Score: Raw -1092855.934353 + Penalty 4432.664781 = -1088423.269572
  nChanged 28
		SP:Iteration 39Q (3077.820000 sec): 3 clusters
  Score: Raw -1092864.837710 + Penalty 4432.664781 = -1088432.172929
  nChanged 28
		SP:Iteration 40F (3077.840000 sec): 3 clusters
  Score: Raw -1092872.034629 + Penalty 4432.664781 = -1088439.369849
  nChanged 15
		SP:Iteration 41Q (3077.870000 sec): 3 clusters
  Score: Raw -1092875.748568 + Penalty 4432.664781 = -1088443.083787
  nChanged 14
		SP:Iteration 42Q (3077.890000 sec): 3 clusters
  Score: Raw -1092878.767767 + Penalty 4432.664781 = -1088446.102987
  nChanged 12
		SP:Iteration 43Q (3077.920000 sec): 3 clusters
  Score: Raw -1092881.496907 + Penalty 4432.664781 = -1088448.832126
  nChanged 9
		SP:Iteration 44Q (3077.940000 sec): 3 clusters
  Score: Raw -1092883.308577 + Penalty 4432.664781 = -1088450.643796
  nChanged 5
		SP:Iteration 45Q (3077.970000 sec): 3 clusters
  Score: Raw -1092885.286073 + Penalty 4432.664781 = -1088452.621292
  nChanged 7
		SP:Iteration 46Q (3077.990000 sec): 3 clusters
  Score: Raw -1092886.909364 + Penalty 4432.664781 = -1088454.244583
  nChanged 11
		SP:Iteration 47Q (3078.020000 sec): 3 clusters
  Score: Raw -1092890.005226 + Penalty 4432.664781 = -1088457.340445
  nChanged 11
		SP:Iteration 48Q (3078.040000 sec): 3 clusters
  Score: Raw -1092891.880606 + Penalty 4432.664781 = -1088459.215825
  nChanged 6
		SP:Iteration 49Q (3078.070000 sec): 3 clusters
  Score: Raw -1092892.890265 + Penalty 4432.664781 = -1088460.225484
  nChanged 1
		SP:Iteration 50Q (3078.090000 sec): 3 clusters
  Score: Raw -1092892.998506 + Penalty 4432.664781 = -1088460.333725
  nChanged 1
		SP:Iteration 51Q (3078.120000 sec): 3 clusters
  Score: Raw -1092893.213817 + Penalty 4432.664781 = -1088460.549036
  nChanged 1
		SP:Iteration 52Q (3078.140000 sec): 3 clusters
  Score: Raw -1092893.381593 + Penalty 4432.664781 = -1088460.716813
  nChanged 0
		SP:Iteration 53F (3078.170000 sec): 3 clusters
  Score: Raw -1092893.381593 + Penalty 4432.664781 = -1088460.716813
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3078.180000 sec): 2 clusters
  Score: Raw -44434.578259 + Penalty 1441.904372 = -42992.673887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3078.180000 sec): 3 clusters
  Score: Raw -44586.962989 + Penalty 2883.808744 = -41703.154246
  nChanged 42
		SP:Iteration 1F (3078.180000 sec): 3 clusters
  Score: Raw -44702.973384 + Penalty 2883.808744 = -41819.164640
  nChanged 7
		SP:Iteration 2Q (3078.180000 sec): 3 clusters
  Score: Raw -44725.485755 + Penalty 2883.808744 = -41841.677012
  nChanged 1
		SP:Iteration 3Q (3078.180000 sec): 3 clusters
  Score: Raw -44727.988901 + Penalty 2883.808744 = -41844.180157
  nChanged 0
		SP:Iteration 4F (3078.180000 sec): 3 clusters
  Score: Raw -44727.988901 + Penalty 2883.808744 = -41844.180157
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3078.190000 sec): 2 clusters
  Score: Raw -280893.419903 + Penalty 1887.614234 = -279005.805669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3078.200000 sec): 3 clusters
  Score: Raw -280215.018783 + Penalty 3775.228468 = -276439.790316
  nChanged 690
		SP:Iteration 1F (3078.210000 sec): 3 clusters
  Score: Raw -281013.966598 + Penalty 3775.228468 = -277238.738130
  nChanged 232
		SP:Iteration 2F (3078.210000 sec): 3 clusters
  Score: Raw -281389.023260 + Penalty 3775.228468 = -277613.794792
  nChanged 160
		SP:Iteration 3F (3078.220000 sec): 3 clusters
  Score: Raw -281590.758175 + Penalty 3775.228468 = -277815.529707
  nChanged 101
		SP:Iteration 4Q (3078.230000 sec): 3 clusters
  Score: Raw -281701.685901 + Penalty 3775.228468 = -277926.457433
  nChanged 86
		SP:Iteration 5Q (3078.240000 sec): 3 clusters
  Score: Raw -281816.240788 + Penalty 3775.228468 = -278041.012320
  nChanged 73
		SP:Iteration 6Q (3078.240000 sec): 3 clusters
  Score: Raw -281921.913873 + Penalty 3775.228468 = -278146.685406
  nChanged 65
		SP:Iteration 7Q (3078.250000 sec): 3 clusters
  Score: Raw -282001.339565 + Penalty 3775.228468 = -278226.111097
  nChanged 43
		SP:Iteration 8Q (3078.260000 sec): 3 clusters
  Score: Raw -282044.191613 + Penalty 3775.228468 = -278268.963145
  nChanged 31
		SP:Iteration 9Q (3078.260000 sec): 3 clusters
  Score: Raw -282077.675559 + Penalty 3775.228468 = -278302.447092
  nChanged 19
		SP:Iteration 10Q (3078.270000 sec): 3 clusters
  Score: Raw -282099.501097 + Penalty 3775.228468 = -278324.272629
  nChanged 20
		SP:Iteration 11Q (3078.280000 sec): 3 clusters
  Score: Raw -282122.511322 + Penalty 3775.228468 = -278347.282855
  nChanged 12
		SP:Iteration 12Q (3078.280000 sec): 3 clusters
  Score: Raw -282134.163523 + Penalty 3775.228468 = -278358.935055
  nChanged 5
		SP:Iteration 13Q (3078.290000 sec): 3 clusters
  Score: Raw -282138.613413 + Penalty 3775.228468 = -278363.384945
  nChanged 6
		SP:Iteration 14Q (3078.300000 sec): 3 clusters
  Score: Raw -282143.552881 + Penalty 3775.228468 = -278368.324413
  nChanged 0
		SP:Iteration 15F (3078.300000 sec): 3 clusters
  Score: Raw -282143.552881 + Penalty 3775.228468 = -278368.324413
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (20289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3078.380000 sec): 2 clusters
  Score: Raw -2848035.106893 + Penalty 2459.622868 = -2845575.484025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3078.450000 sec): 3 clusters
  Score: Raw -2836191.717337 + Penalty 4919.245737 = -2831272.471601
  nChanged 8931
		SP:Iteration 1F (3078.520000 sec): 3 clusters
  Score: Raw -2841182.539020 + Penalty 4919.245737 = -2836263.293283
  nChanged 1174
		SP:Iteration 2F (3078.600000 sec): 3 clusters
  Score: Raw -2841713.940741 + Penalty 4919.245737 = -2836794.695005
  nChanged 1095
		SP:Iteration 3F (3078.670000 sec): 3 clusters
  Score: Raw -2842228.891024 + Penalty 4919.245737 = -2837309.645287
  nChanged 1068
		SP:Iteration 4F (3078.740000 sec): 3 clusters
  Score: Raw -2842753.158020 + Penalty 4919.245737 = -2837833.912283
  nChanged 1061
		SP:Iteration 5F (3078.820000 sec): 3 clusters
  Score: Raw -2843345.836618 + Penalty 4919.245737 = -2838426.590882
  nChanged 1181
		SP:Iteration 6F (3078.890000 sec): 3 clusters
  Score: Raw -2844155.574650 + Penalty 4919.245737 = -2839236.328914
  nChanged 1276
		SP:Iteration 7F (3078.960000 sec): 3 clusters
  Score: Raw -2845198.645470 + Penalty 4919.245737 = -2840279.399734
  nChanged 1162
		SP:Iteration 8F (3079.040000 sec): 3 clusters
  Score: Raw -2846216.588612 + Penalty 4919.245737 = -2841297.342876
  nChanged 911
		SP:Iteration 9Q (3079.110000 sec): 3 clusters
  Score: Raw -2847137.640976 + Penalty 4919.245737 = -2842218.395239
  nChanged 671
		SP:Iteration 10Q (3079.180000 sec): 3 clusters
  Score: Raw -2847824.338673 + Penalty 4919.245737 = -2842905.092937
  nChanged 462
		SP:Iteration 11Q (3079.250000 sec): 3 clusters
  Score: Raw -2848185.413972 + Penalty 4919.245737 = -2843266.168235
  nChanged 313
		SP:Iteration 12Q (3079.310000 sec): 3 clusters
  Score: Raw -2848375.986525 + Penalty 4919.245737 = -2843456.740789
  nChanged 214
		SP:Iteration 13Q (3079.370000 sec): 3 clusters
  Score: Raw -2848482.467194 + Penalty 4919.245737 = -2843563.221457
  nChanged 144
		SP:Iteration 14Q (3079.430000 sec): 3 clusters
  Score: Raw -2848541.277200 + Penalty 4919.245737 = -2843622.031464
  nChanged 119
		SP:Iteration 15Q (3079.490000 sec): 3 clusters
  Score: Raw -2848588.382909 + Penalty 4919.245737 = -2843669.137173
  nChanged 93
		SP:Iteration 16Q (3079.550000 sec): 3 clusters
  Score: Raw -2848619.541693 + Penalty 4919.245737 = -2843700.295957
  nChanged 57
		SP:Iteration 17Q (3079.600000 sec): 3 clusters
  Score: Raw -2848638.483644 + Penalty 4919.245737 = -2843719.237907
  nChanged 51
		SP:Iteration 18Q (3079.660000 sec): 3 clusters
  Score: Raw -2848653.851428 + Penalty 4919.245737 = -2843734.605691
  nChanged 38
		SP:Iteration 19Q (3079.720000 sec): 3 clusters
  Score: Raw -2848664.911878 + Penalty 4919.245737 = -2843745.666142
  nChanged 28
		SP:Iteration 20F (3079.800000 sec): 3 clusters
  Score: Raw -2848671.640002 + Penalty 4919.245737 = -2843752.394266
  nChanged 19
		SP:Iteration 21Q (3079.850000 sec): 3 clusters
  Score: Raw -2848675.345321 + Penalty 4919.245737 = -2843756.099584
  nChanged 19
		SP:Iteration 22Q (3079.910000 sec): 3 clusters
  Score: Raw -2848680.738044 + Penalty 4919.245737 = -2843761.492307
  nChanged 14
		SP:Iteration 23Q (3079.970000 sec): 3 clusters
  Score: Raw -2848683.659973 + Penalty 4919.245737 = -2843764.414236
  nChanged 9
		SP:Iteration 24Q (3080.020000 sec): 3 clusters
  Score: Raw -2848685.381574 + Penalty 4919.245737 = -2843766.135838
  nChanged 9
		SP:Iteration 25Q (3080.080000 sec): 3 clusters
  Score: Raw -2848687.460054 + Penalty 4919.245737 = -2843768.214317
  nChanged 11
		SP:Iteration 26Q (3080.140000 sec): 3 clusters
  Score: Raw -2848689.666769 + Penalty 4919.245737 = -2843770.421033
  nChanged 10
		SP:Iteration 27Q (3080.200000 sec): 3 clusters
  Score: Raw -2848692.237802 + Penalty 4919.245737 = -2843772.992066
  nChanged 10
		SP:Iteration 28Q (3080.250000 sec): 3 clusters
  Score: Raw -2848694.561978 + Penalty 4919.245737 = -2843775.316242
  nChanged 10
		SP:Iteration 29Q (3080.310000 sec): 3 clusters
  Score: Raw -2848696.689193 + Penalty 4919.245737 = -2843777.443457
  nChanged 9
		SP:Iteration 30Q (3080.360000 sec): 3 clusters
  Score: Raw -2848698.896020 + Penalty 4919.245737 = -2843779.650284
  nChanged 5
		SP:Iteration 31Q (3080.420000 sec): 3 clusters
  Score: Raw -2848699.986428 + Penalty 4919.245737 = -2843780.740692
  nChanged 4
		SP:Iteration 32Q (3080.480000 sec): 3 clusters
  Score: Raw -2848700.618580 + Penalty 4919.245737 = -2843781.372844
  nChanged 3
		SP:Iteration 33Q (3080.540000 sec): 3 clusters
  Score: Raw -2848701.464400 + Penalty 4919.245737 = -2843782.218663
  nChanged 1
		SP:Iteration 34Q (3080.590000 sec): 3 clusters
  Score: Raw -2848701.677649 + Penalty 4919.245737 = -2843782.431913
  nChanged 1
		SP:Iteration 35Q (3080.650000 sec): 3 clusters
  Score: Raw -2848701.901377 + Penalty 4919.245737 = -2843782.655641
  nChanged 1
		SP:Iteration 36Q (3080.710000 sec): 3 clusters
  Score: Raw -2848702.345588 + Penalty 4919.245737 = -2843783.099851
  nChanged 4
		SP:Iteration 37Q (3080.760000 sec): 3 clusters
  Score: Raw -2848703.150916 + Penalty 4919.245737 = -2843783.905179
  nChanged 3
		SP:Iteration 38Q (3080.820000 sec): 3 clusters
  Score: Raw -2848703.415831 + Penalty 4919.245737 = -2843784.170095
  nChanged 0
		SP:Iteration 39F (3080.900000 sec): 3 clusters
  Score: Raw -2848703.415831 + Penalty 4919.245737 = -2843784.170095
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (42690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3081.040000 sec): 2 clusters
  Score: Raw -6589854.113890 + Penalty 2644.106555 = -6587210.007335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3081.200000 sec): 3 clusters
  Score: Raw -6563605.898993 + Penalty 5288.213110 = -6558317.685883
  nChanged 19679
		SP:Iteration 1F (3081.360000 sec): 3 clusters
  Score: Raw -6574434.591361 + Penalty 5288.213110 = -6569146.378251
  nChanged 1734
		SP:Iteration 2Q (3081.530000 sec): 3 clusters
  Score: Raw -6574911.714606 + Penalty 5288.213110 = -6569623.501496
  nChanged 1528
		SP:Iteration 3Q (3081.690000 sec): 3 clusters
  Score: Raw -6575345.896757 + Penalty 5288.213110 = -6570057.683647
  nChanged 1480
		SP:Iteration 4Q (3081.860000 sec): 3 clusters
  Score: Raw -6575773.009014 + Penalty 5288.213110 = -6570484.795904
  nChanged 1480
		SP:Iteration 5Q (3082.020000 sec): 3 clusters
  Score: Raw -6576241.526295 + Penalty 5288.213110 = -6570953.313185
  nChanged 1501
		SP:Iteration 6Q (3082.180000 sec): 3 clusters
  Score: Raw -6576759.606327 + Penalty 5288.213110 = -6571471.393217
  nChanged 1614
		SP:Iteration 7Q (3082.340000 sec): 3 clusters
  Score: Raw -6577397.455929 + Penalty 5288.213110 = -6572109.242819
  nChanged 1693
		SP:Iteration 8Q (3082.500000 sec): 3 clusters
  Score: Raw -6578138.100468 + Penalty 5288.213110 = -6572849.887358
  nChanged 1870
		SP:Iteration 9Q (3082.670000 sec): 3 clusters
  Score: Raw -6579074.421481 + Penalty 5288.213110 = -6573786.208371
  nChanged 2054
		SP:Iteration 10Q (3082.830000 sec): 3 clusters
  Score: Raw -6580085.096921 + Penalty 5288.213110 = -6574796.883811
  nChanged 2007
		SP:Iteration 11Q (3083.000000 sec): 3 clusters
  Score: Raw -6581044.986153 + Penalty 5288.213110 = -6575756.773043
  nChanged 1906
		SP:Iteration 12Q (3083.160000 sec): 3 clusters
  Score: Raw -6581907.811637 + Penalty 5288.213110 = -6576619.598527
  nChanged 1720
		SP:Iteration 13Q (3083.320000 sec): 3 clusters
  Score: Raw -6582622.038245 + Penalty 5288.213110 = -6577333.825135
  nChanged 1454
		SP:Iteration 14Q (3083.480000 sec): 3 clusters
  Score: Raw -6583186.525115 + Penalty 5288.213110 = -6577898.312005
  nChanged 1222
		SP:Iteration 15Q (3083.640000 sec): 3 clusters
  Score: Raw -6583657.773109 + Penalty 5288.213110 = -6578369.559999
  nChanged 1082
		SP:Iteration 16Q (3083.800000 sec): 3 clusters
  Score: Raw -6584028.589148 + Penalty 5288.213110 = -6578740.376038
  nChanged 897
		SP:Iteration 17Q (3083.960000 sec): 3 clusters
  Score: Raw -6584317.796861 + Penalty 5288.213110 = -6579029.583751
  nChanged 769
		SP:Iteration 18Q (3084.120000 sec): 3 clusters
  Score: Raw -6584523.715894 + Penalty 5288.213110 = -6579235.502784
  nChanged 600
		SP:Iteration 19Q (3084.280000 sec): 3 clusters
  Score: Raw -6584664.151744 + Penalty 5288.213110 = -6579375.938634
  nChanged 502
		SP:Iteration 20F (3084.440000 sec): 3 clusters
  Score: Raw -6584775.158209 + Penalty 5288.213110 = -6579486.945099
  nChanged 471
		SP:Iteration 21Q (3084.600000 sec): 3 clusters
  Score: Raw -6584882.370436 + Penalty 5288.213110 = -6579594.157326
  nChanged 474
		SP:Iteration 22Q (3084.760000 sec): 3 clusters
  Score: Raw -6584985.982819 + Penalty 5288.213110 = -6579697.769709
  nChanged 430
		SP:Iteration 23Q (3084.920000 sec): 3 clusters
  Score: Raw -6585082.257985 + Penalty 5288.213110 = -6579794.044875
  nChanged 479
		SP:Iteration 24Q (3085.070000 sec): 3 clusters
  Score: Raw -6585185.259955 + Penalty 5288.213110 = -6579897.046845
  nChanged 460
		SP:Iteration 25Q (3085.230000 sec): 3 clusters
  Score: Raw -6585289.570695 + Penalty 5288.213110 = -6580001.357585
  nChanged 509
		SP:Iteration 26Q (3085.380000 sec): 3 clusters
  Score: Raw -6585405.429878 + Penalty 5288.213110 = -6580117.216768
  nChanged 490
		SP:Iteration 27Q (3085.540000 sec): 3 clusters
  Score: Raw -6585508.108636 + Penalty 5288.213110 = -6580219.895526
  nChanged 464
		SP:Iteration 28Q (3085.700000 sec): 3 clusters
  Score: Raw -6585598.506128 + Penalty 5288.213110 = -6580310.293018
  nChanged 466
		SP:Iteration 29Q (3085.860000 sec): 3 clusters
  Score: Raw -6585695.106626 + Penalty 5288.213110 = -6580406.893516
  nChanged 480
		SP:Iteration 30Q (3086.020000 sec): 3 clusters
  Score: Raw -6585801.054084 + Penalty 5288.213110 = -6580512.840974
  nChanged 496
		SP:Iteration 31Q (3086.190000 sec): 3 clusters
  Score: Raw -6585916.817800 + Penalty 5288.213110 = -6580628.604690
  nChanged 516
		SP:Iteration 32Q (3086.350000 sec): 3 clusters
  Score: Raw -6586054.658724 + Penalty 5288.213110 = -6580766.445614
  nChanged 573
		SP:Iteration 33Q (3086.520000 sec): 3 clusters
  Score: Raw -6586217.334964 + Penalty 5288.213110 = -6580929.121854
  nChanged 573
		SP:Iteration 34Q (3086.680000 sec): 3 clusters
  Score: Raw -6586396.513272 + Penalty 5288.213110 = -6581108.300162
  nChanged 626
		SP:Iteration 35Q (3086.840000 sec): 3 clusters
  Score: Raw -6586599.075125 + Penalty 5288.213110 = -6581310.862015
  nChanged 623
		SP:Iteration 36Q (3087.000000 sec): 3 clusters
  Score: Raw -6586811.206407 + Penalty 5288.213110 = -6581522.993297
  nChanged 651
		SP:Iteration 37Q (3087.160000 sec): 3 clusters
  Score: Raw -6587056.377536 + Penalty 5288.213110 = -6581768.164426
  nChanged 665
		SP:Iteration 38Q (3087.310000 sec): 3 clusters
  Score: Raw -6587327.176808 + Penalty 5288.213110 = -6582038.963698
  nChanged 675
		SP:Iteration 39Q (3087.470000 sec): 3 clusters
  Score: Raw -6587613.975759 + Penalty 5288.213110 = -6582325.762649
  nChanged 630
		SP:Iteration 40F (3087.640000 sec): 3 clusters
  Score: Raw -6587901.216679 + Penalty 5288.213110 = -6582613.003569
  nChanged 595
		SP:Iteration 41Q (3087.790000 sec): 3 clusters
  Score: Raw -6588172.428463 + Penalty 5288.213110 = -6582884.215353
  nChanged 544
		SP:Iteration 42Q (3087.940000 sec): 3 clusters
  Score: Raw -6588432.658902 + Penalty 5288.213110 = -6583144.445792
  nChanged 514
		SP:Iteration 43Q (3088.090000 sec): 3 clusters
  Score: Raw -6588713.366674 + Penalty 5288.213110 = -6583425.153564
  nChanged 482
		SP:Iteration 44Q (3088.230000 sec): 3 clusters
  Score: Raw -6588982.417278 + Penalty 5288.213110 = -6583694.204168
  nChanged 451
		SP:Iteration 45Q (3088.380000 sec): 3 clusters
  Score: Raw -6589237.824693 + Penalty 5288.213110 = -6583949.611583
  nChanged 423
		SP:Iteration 46Q (3088.520000 sec): 3 clusters
  Score: Raw -6589448.888510 + Penalty 5288.213110 = -6584160.675400
  nChanged 354
		SP:Iteration 47Q (3088.660000 sec): 3 clusters
  Score: Raw -6589618.743960 + Penalty 5288.213110 = -6584330.530850
  nChanged 307
		SP:Iteration 48Q (3088.800000 sec): 3 clusters
  Score: Raw -6589764.049815 + Penalty 5288.213110 = -6584475.836705
  nChanged 253
		SP:Iteration 49Q (3088.940000 sec): 3 clusters
  Score: Raw -6589872.024173 + Penalty 5288.213110 = -6584583.811063
  nChanged 240
		SP:Iteration 50Q (3089.070000 sec): 3 clusters
  Score: Raw -6589967.040886 + Penalty 5288.213110 = -6584678.827776
  nChanged 212
		SP:Iteration 51Q (3089.210000 sec): 3 clusters
  Score: Raw -6590042.485289 + Penalty 5288.213110 = -6584754.272179
  nChanged 166
		SP:Iteration 52Q (3089.340000 sec): 3 clusters
  Score: Raw -6590093.888414 + Penalty 5288.213110 = -6584805.675304
  nChanged 141
		SP:Iteration 53Q (3089.470000 sec): 3 clusters
  Score: Raw -6590135.416578 + Penalty 5288.213110 = -6584847.203468
  nChanged 111
		SP:Iteration 54Q (3089.600000 sec): 3 clusters
  Score: Raw -6590168.416343 + Penalty 5288.213110 = -6584880.203233
  nChanged 96
		SP:Iteration 55Q (3089.740000 sec): 3 clusters
  Score: Raw -6590192.117057 + Penalty 5288.213110 = -6584903.903947
  nChanged 71
		SP:Iteration 56Q (3089.860000 sec): 3 clusters
  Score: Raw -6590207.730893 + Penalty 5288.213110 = -6584919.517783
  nChanged 60
		SP:Iteration 57Q (3090.000000 sec): 3 clusters
  Score: Raw -6590218.513500 + Penalty 5288.213110 = -6584930.300390
  nChanged 52
		SP:Iteration 58Q (3090.120000 sec): 3 clusters
  Score: Raw -6590229.131798 + Penalty 5288.213110 = -6584940.918688
  nChanged 39
		SP:Iteration 59Q (3090.260000 sec): 3 clusters
  Score: Raw -6590236.005475 + Penalty 5288.213110 = -6584947.792365
  nChanged 34
		SP:Iteration 60F (3090.420000 sec): 3 clusters
  Score: Raw -6590243.017217 + Penalty 5288.213110 = -6584954.804107
  nChanged 36
		SP:Iteration 61Q (3090.550000 sec): 3 clusters
  Score: Raw -6590250.838266 + Penalty 5288.213110 = -6584962.625156
  nChanged 39
		SP:Iteration 62Q (3090.680000 sec): 3 clusters
  Score: Raw -6590258.461112 + Penalty 5288.213110 = -6584970.248002
  nChanged 25
		SP:Iteration 63Q (3090.810000 sec): 3 clusters
  Score: Raw -6590263.114446 + Penalty 5288.213110 = -6584974.901336
  nChanged 27
		SP:Iteration 64Q (3090.940000 sec): 3 clusters
  Score: Raw -6590267.591471 + Penalty 5288.213110 = -6584979.378361
  nChanged 31
		SP:Iteration 65Q (3091.080000 sec): 3 clusters
  Score: Raw -6590272.760136 + Penalty 5288.213110 = -6584984.547026
  nChanged 28
		SP:Iteration 66Q (3091.200000 sec): 3 clusters
  Score: Raw -6590278.780973 + Penalty 5288.213110 = -6584990.567863
  nChanged 30
		SP:Iteration 67Q (3091.330000 sec): 3 clusters
  Score: Raw -6590285.176550 + Penalty 5288.213110 = -6584996.963440
  nChanged 26
		SP:Iteration 68Q (3091.460000 sec): 3 clusters
  Score: Raw -6590290.442178 + Penalty 5288.213110 = -6585002.229068
  nChanged 18
		SP:Iteration 69Q (3091.590000 sec): 3 clusters
  Score: Raw -6590294.244220 + Penalty 5288.213110 = -6585006.031110
  nChanged 20
		SP:Iteration 70Q (3091.720000 sec): 3 clusters
  Score: Raw -6590297.743995 + Penalty 5288.213110 = -6585009.530885
  nChanged 11
		SP:Iteration 71Q (3091.850000 sec): 3 clusters
  Score: Raw -6590299.554896 + Penalty 5288.213110 = -6585011.341786
  nChanged 10
		SP:Iteration 72Q (3091.980000 sec): 3 clusters
  Score: Raw -6590301.531298 + Penalty 5288.213110 = -6585013.318188
  nChanged 16
		SP:Iteration 73Q (3092.100000 sec): 3 clusters
  Score: Raw -6590304.630977 + Penalty 5288.213110 = -6585016.417867
  nChanged 16
		SP:Iteration 74Q (3092.230000 sec): 3 clusters
  Score: Raw -6590307.983322 + Penalty 5288.213110 = -6585019.770212
  nChanged 13
		SP:Iteration 75Q (3092.360000 sec): 3 clusters
  Score: Raw -6590310.658411 + Penalty 5288.213110 = -6585022.445302
  nChanged 14
		SP:Iteration 76Q (3092.490000 sec): 3 clusters
  Score: Raw -6590312.996893 + Penalty 5288.213110 = -6585024.783783
  nChanged 11
		SP:Iteration 77Q (3092.620000 sec): 3 clusters
  Score: Raw -6590314.474207 + Penalty 5288.213110 = -6585026.261097
  nChanged 9
		SP:Iteration 78Q (3092.740000 sec): 3 clusters
  Score: Raw -6590315.859483 + Penalty 5288.213110 = -6585027.646373
  nChanged 3
		SP:Iteration 79Q (3092.880000 sec): 3 clusters
  Score: Raw -6590316.188892 + Penalty 5288.213110 = -6585027.975782
  nChanged 2
		SP:Iteration 80F (3093.040000 sec): 3 clusters
  Score: Raw -6590316.498792 + Penalty 5288.213110 = -6585028.285682
  nChanged 4
		SP:Iteration 81Q (3093.180000 sec): 3 clusters
  Score: Raw -6590317.219914 + Penalty 5288.213110 = -6585029.006804
  nChanged 3
		SP:Iteration 82Q (3093.300000 sec): 3 clusters
  Score: Raw -6590317.741982 + Penalty 5288.213110 = -6585029.528872
  nChanged 3
		SP:Iteration 83Q (3093.430000 sec): 3 clusters
  Score: Raw -6590318.067621 + Penalty 5288.213110 = -6585029.854511
  nChanged 1
		SP:Iteration 84Q (3093.560000 sec): 3 clusters
  Score: Raw -6590318.246541 + Penalty 5288.213110 = -6585030.033431
  nChanged 3
		SP:Iteration 85Q (3093.680000 sec): 3 clusters
  Score: Raw -6590318.691711 + Penalty 5288.213110 = -6585030.478601
  nChanged 6
		SP:Iteration 86Q (3093.810000 sec): 3 clusters
  Score: Raw -6590319.631042 + Penalty 5288.213110 = -6585031.417932
  nChanged 3
		SP:Iteration 87Q (3093.940000 sec): 3 clusters
  Score: Raw -6590319.948786 + Penalty 5288.213110 = -6585031.735676
  nChanged 4
		SP:Iteration 88Q (3094.070000 sec): 3 clusters
  Score: Raw -6590320.394466 + Penalty 5288.213110 = -6585032.181357
  nChanged 2
		SP:Iteration 89Q (3094.200000 sec): 3 clusters
  Score: Raw -6590320.690575 + Penalty 5288.213110 = -6585032.477465
  nChanged 1
		SP:Iteration 90Q (3094.320000 sec): 3 clusters
  Score: Raw -6590320.796310 + Penalty 5288.213110 = -6585032.583200
  nChanged 0
		SP:Iteration 91F (3094.490000 sec): 3 clusters
  Score: Raw -6590320.796310 + Penalty 5288.213110 = -6585032.583200
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3094.930000 sec): 2 clusters
  Score: Raw -17410225.240605 + Penalty 2899.304819 = -17407325.935786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3095.420000 sec): 3 clusters
  Score: Raw -17333193.034114 + Penalty 5798.609638 = -17327394.424477
  nChanged 56788
		SP:Iteration 1F (3095.910000 sec): 3 clusters
  Score: Raw -17366145.735395 + Penalty 5798.609638 = -17360347.125757
  nChanged 4584
		SP:Iteration 2Q (3096.410000 sec): 3 clusters
  Score: Raw -17367766.741908 + Penalty 5798.609638 = -17361968.132271
  nChanged 5536
		SP:Iteration 3Q (3096.910000 sec): 3 clusters
  Score: Raw -17370478.691704 + Penalty 5798.609638 = -17364680.082066
  nChanged 7008
		SP:Iteration 4F (3097.400000 sec): 3 clusters
  Score: Raw -17375171.843341 + Penalty 5798.609638 = -17369373.233703
  nChanged 8557
		SP:Iteration 5F (3097.890000 sec): 3 clusters
  Score: Raw -17382294.820139 + Penalty 5798.609638 = -17376496.210502
  nChanged 8746
		SP:Iteration 6F (3098.380000 sec): 3 clusters
  Score: Raw -17390098.960103 + Penalty 5798.609638 = -17384300.350465
  nChanged 7408
		SP:Iteration 7F (3098.880000 sec): 3 clusters
  Score: Raw -17395648.583179 + Penalty 5798.609638 = -17389849.973542
  nChanged 5467
		SP:Iteration 8Q (3099.350000 sec): 3 clusters
  Score: Raw -17398658.342493 + Penalty 5798.609638 = -17392859.732856
  nChanged 4111
		SP:Iteration 9Q (3099.800000 sec): 3 clusters
  Score: Raw -17400405.892450 + Penalty 5798.609638 = -17394607.282813
  nChanged 3234
		SP:Iteration 10Q (3100.260000 sec): 3 clusters
  Score: Raw -17401571.251707 + Penalty 5798.609638 = -17395772.642069
  nChanged 2701
		SP:Iteration 11Q (3100.700000 sec): 3 clusters
  Score: Raw -17402439.644242 + Penalty 5798.609638 = -17396641.034605
  nChanged 2315
		SP:Iteration 12Q (3101.140000 sec): 3 clusters
  Score: Raw -17403133.098993 + Penalty 5798.609638 = -17397334.489355
  nChanged 2030
		SP:Iteration 13Q (3101.580000 sec): 3 clusters
  Score: Raw -17403707.456175 + Penalty 5798.609638 = -17397908.846537
  nChanged 1875
		SP:Iteration 14Q (3102.030000 sec): 3 clusters
  Score: Raw -17404230.961606 + Penalty 5798.609638 = -17398432.351968
  nChanged 1687
		SP:Iteration 15Q (3102.460000 sec): 3 clusters
  Score: Raw -17404705.472850 + Penalty 5798.609638 = -17398906.863212
  nChanged 1619
		SP:Iteration 16Q (3102.900000 sec): 3 clusters
  Score: Raw -17405162.834872 + Penalty 5798.609638 = -17399364.225234
  nChanged 1565
		SP:Iteration 17Q (3103.340000 sec): 3 clusters
  Score: Raw -17405597.461790 + Penalty 5798.609638 = -17399798.852153
  nChanged 1577
		SP:Iteration 18Q (3103.780000 sec): 3 clusters
  Score: Raw -17406021.291986 + Penalty 5798.609638 = -17400222.682348
  nChanged 1565
		SP:Iteration 19Q (3104.220000 sec): 3 clusters
  Score: Raw -17406433.122740 + Penalty 5798.609638 = -17400634.513103
  nChanged 1538
		SP:Iteration 20F (3104.690000 sec): 3 clusters
  Score: Raw -17406837.411423 + Penalty 5798.609638 = -17401038.801786
  nChanged 1552
		SP:Iteration 21Q (3105.110000 sec): 3 clusters
  Score: Raw -17407243.615397 + Penalty 5798.609638 = -17401445.005760
  nChanged 1562
		SP:Iteration 22Q (3105.530000 sec): 3 clusters
  Score: Raw -17407658.342549 + Penalty 5798.609638 = -17401859.732912
  nChanged 1583
		SP:Iteration 23Q (3105.950000 sec): 3 clusters
  Score: Raw -17408083.678516 + Penalty 5798.609638 = -17402285.068878
  nChanged 1559
		SP:Iteration 24Q (3106.360000 sec): 3 clusters
  Score: Raw -17408514.643307 + Penalty 5798.609638 = -17402716.033670
  nChanged 1566
		SP:Iteration 25Q (3106.780000 sec): 3 clusters
  Score: Raw -17408955.900017 + Penalty 5798.609638 = -17403157.290379
  nChanged 1558
		SP:Iteration 26Q (3107.200000 sec): 3 clusters
  Score: Raw -17409371.768525 + Penalty 5798.609638 = -17403573.158887
  nChanged 1461
		SP:Iteration 27Q (3107.610000 sec): 3 clusters
  Score: Raw -17409749.516688 + Penalty 5798.609638 = -17403950.907050
  nChanged 1346
		SP:Iteration 28Q (3108.030000 sec): 3 clusters
  Score: Raw -17410078.328317 + Penalty 5798.609638 = -17404279.718679
  nChanged 1236
		SP:Iteration 29Q (3108.440000 sec): 3 clusters
  Score: Raw -17410355.503547 + Penalty 5798.609638 = -17404556.893910
  nChanged 1169
		SP:Iteration 30Q (3108.850000 sec): 3 clusters
  Score: Raw -17410602.792516 + Penalty 5798.609638 = -17404804.182878
  nChanged 1086
		SP:Iteration 31Q (3109.260000 sec): 3 clusters
  Score: Raw -17410813.527017 + Penalty 5798.609638 = -17405014.917379
  nChanged 997
		SP:Iteration 32Q (3109.670000 sec): 3 clusters
  Score: Raw -17410986.582517 + Penalty 5798.609638 = -17405187.972879
  nChanged 830
		SP:Iteration 33Q (3110.070000 sec): 3 clusters
  Score: Raw -17411110.617577 + Penalty 5798.609638 = -17405312.007939
  nChanged 719
		SP:Iteration 34Q (3110.480000 sec): 3 clusters
  Score: Raw -17411201.920885 + Penalty 5798.609638 = -17405403.311247
  nChanged 652
		SP:Iteration 35Q (3110.890000 sec): 3 clusters
  Score: Raw -17411277.800844 + Penalty 5798.609638 = -17405479.191206
  nChanged 562
		SP:Iteration 36Q (3111.290000 sec): 3 clusters
  Score: Raw -17411337.103198 + Penalty 5798.609638 = -17405538.493560
  nChanged 538
		SP:Iteration 37Q (3111.690000 sec): 3 clusters
  Score: Raw -17411392.672840 + Penalty 5798.609638 = -17405594.063202
  nChanged 503
		SP:Iteration 38Q (3112.100000 sec): 3 clusters
  Score: Raw -17411440.453873 + Penalty 5798.609638 = -17405641.844235
  nChanged 458
		SP:Iteration 39Q (3112.510000 sec): 3 clusters
  Score: Raw -17411483.781606 + Penalty 5798.609638 = -17405685.171968
  nChanged 432
		SP:Iteration 40F (3112.950000 sec): 3 clusters
  Score: Raw -17411521.646093 + Penalty 5798.609638 = -17405723.036456
  nChanged 364
		SP:Iteration 41Q (3113.380000 sec): 3 clusters
  Score: Raw -17411548.085305 + Penalty 5798.609638 = -17405749.475667
  nChanged 296
		SP:Iteration 42Q (3113.810000 sec): 3 clusters
  Score: Raw -17411568.095902 + Penalty 5798.609638 = -17405769.486264
  nChanged 276
		SP:Iteration 43Q (3114.230000 sec): 3 clusters
  Score: Raw -17411585.372299 + Penalty 5798.609638 = -17405786.762662
  nChanged 258
		SP:Iteration 44Q (3114.650000 sec): 3 clusters
  Score: Raw -17411599.282734 + Penalty 5798.609638 = -17405800.673097
  nChanged 205
		SP:Iteration 45Q (3115.080000 sec): 3 clusters
  Score: Raw -17411608.826189 + Penalty 5798.609638 = -17405810.216551
  nChanged 157
		SP:Iteration 46Q (3115.500000 sec): 3 clusters
  Score: Raw -17411615.151821 + Penalty 5798.609638 = -17405816.542183
  nChanged 119
		SP:Iteration 47Q (3115.930000 sec): 3 clusters
  Score: Raw -17411619.232039 + Penalty 5798.609638 = -17405820.622402
  nChanged 107
		SP:Iteration 48Q (3116.360000 sec): 3 clusters
  Score: Raw -17411622.674757 + Penalty 5798.609638 = -17405824.065119
  nChanged 100
		SP:Iteration 49Q (3116.780000 sec): 3 clusters
  Score: Raw -17411625.730577 + Penalty 5798.609638 = -17405827.120940
  nChanged 88
		SP:Iteration 50Q (3117.200000 sec): 3 clusters
  Score: Raw -17411628.209325 + Penalty 5798.609638 = -17405829.599687
  nChanged 68
		SP:Iteration 51Q (3117.630000 sec): 3 clusters
  Score: Raw -17411630.191251 + Penalty 5798.609638 = -17405831.581614
  nChanged 59
		SP:Iteration 52Q (3118.050000 sec): 3 clusters
  Score: Raw -17411631.928563 + Penalty 5798.609638 = -17405833.318925
  nChanged 61
		SP:Iteration 53Q (3118.470000 sec): 3 clusters
  Score: Raw -17411633.504613 + Penalty 5798.609638 = -17405834.894975
  nChanged 51
		SP:Iteration 54Q (3118.900000 sec): 3 clusters
  Score: Raw -17411634.535806 + Penalty 5798.609638 = -17405835.926169
  nChanged 54
		SP:Iteration 55Q (3119.320000 sec): 3 clusters
  Score: Raw -17411635.750453 + Penalty 5798.609638 = -17405837.140815
  nChanged 52
		SP:Iteration 56Q (3119.740000 sec): 3 clusters
  Score: Raw -17411636.774013 + Penalty 5798.609638 = -17405838.164375
  nChanged 43
		SP:Iteration 57Q (3120.160000 sec): 3 clusters
  Score: Raw -17411637.618289 + Penalty 5798.609638 = -17405839.008651
  nChanged 40
		SP:Iteration 58Q (3120.620000 sec): 3 clusters
  Score: Raw -17411638.275353 + Penalty 5798.609638 = -17405839.665715
  nChanged 25
		SP:Iteration 59Q (3121.070000 sec): 3 clusters
  Score: Raw -17411638.656347 + Penalty 5798.609638 = -17405840.046709
  nChanged 21
		SP:Iteration 60F (3121.550000 sec): 3 clusters
  Score: Raw -17411638.931656 + Penalty 5798.609638 = -17405840.322019
  nChanged 19
		SP:Iteration 61Q (3122.010000 sec): 3 clusters
  Score: Raw -17411639.244083 + Penalty 5798.609638 = -17405840.634446
  nChanged 9
		SP:Iteration 62Q (3122.470000 sec): 3 clusters
  Score: Raw -17411639.339620 + Penalty 5798.609638 = -17405840.729982
  nChanged 7
		SP:Iteration 63Q (3122.920000 sec): 3 clusters
  Score: Raw -17411639.412224 + Penalty 5798.609638 = -17405840.802586
  nChanged 5
		SP:Iteration 64Q (3123.380000 sec): 3 clusters
  Score: Raw -17411639.460049 + Penalty 5798.609638 = -17405840.850411
  nChanged 3
		SP:Iteration 65Q (3123.830000 sec): 3 clusters
  Score: Raw -17411639.488701 + Penalty 5798.609638 = -17405840.879063
  nChanged 4
		SP:Iteration 66Q (3124.300000 sec): 3 clusters
  Score: Raw -17411639.539637 + Penalty 5798.609638 = -17405840.929999
  nChanged 5
		SP:Iteration 67Q (3124.760000 sec): 3 clusters
  Score: Raw -17411639.616145 + Penalty 5798.609638 = -17405841.006508
  nChanged 4
		SP:Iteration 68Q (3125.210000 sec): 3 clusters
  Score: Raw -17411639.659125 + Penalty 5798.609638 = -17405841.049487
  nChanged 3
		SP:Iteration 69Q (3125.670000 sec): 3 clusters
  Score: Raw -17411639.678397 + Penalty 5798.609638 = -17405841.068760
  nChanged 3
		SP:Iteration 70Q (3126.120000 sec): 3 clusters
  Score: Raw -17411639.708294 + Penalty 5798.609638 = -17405841.098657
  nChanged 2
		SP:Iteration 71Q (3126.580000 sec): 3 clusters
  Score: Raw -17411639.731632 + Penalty 5798.609638 = -17405841.121994
  nChanged 0
		SP:Iteration 72F (3127.070000 sec): 3 clusters
  Score: Raw -17411639.731632 + Penalty 5798.609638 = -17405841.121994
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3127.160000 sec): 2 clusters
  Score: Raw -1775832.895195 + Penalty 2321.847580 = -1773511.047615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3127.200000 sec): 3 clusters
  Score: Raw -1769433.793264 + Penalty 4643.695160 = -1764790.098104
  nChanged 4882
		SP:Iteration 1F (3127.250000 sec): 3 clusters
  Score: Raw -1771978.650812 + Penalty 4643.695160 = -1767334.955653
  nChanged 669
		SP:Iteration 2F (3127.290000 sec): 3 clusters
  Score: Raw -1772240.424033 + Penalty 4643.695160 = -1767596.728874
  nChanged 522
		SP:Iteration 3Q (3127.340000 sec): 3 clusters
  Score: Raw -1772429.559652 + Penalty 4643.695160 = -1767785.864492
  nChanged 409
		SP:Iteration 4Q (3127.390000 sec): 3 clusters
  Score: Raw -1772571.830550 + Penalty 4643.695160 = -1767928.135390
  nChanged 367
		SP:Iteration 5Q (3127.430000 sec): 3 clusters
  Score: Raw -1772695.740866 + Penalty 4643.695160 = -1768052.045706
  nChanged 318
		SP:Iteration 6Q (3127.480000 sec): 3 clusters
  Score: Raw -1772803.082624 + Penalty 4643.695160 = -1768159.387464
  nChanged 267
		SP:Iteration 7Q (3127.530000 sec): 3 clusters
  Score: Raw -1772894.587307 + Penalty 4643.695160 = -1768250.892148
  nChanged 290
		SP:Iteration 8Q (3127.570000 sec): 3 clusters
  Score: Raw -1773007.161354 + Penalty 4643.695160 = -1768363.466194
  nChanged 362
		SP:Iteration 9Q (3127.620000 sec): 3 clusters
  Score: Raw -1773187.886252 + Penalty 4643.695160 = -1768544.191092
  nChanged 420
		SP:Iteration 10Q (3127.670000 sec): 3 clusters
  Score: Raw -1773421.097975 + Penalty 4643.695160 = -1768777.402816
  nChanged 504
		SP:Iteration 11Q (3127.710000 sec): 3 clusters
  Score: Raw -1773722.135430 + Penalty 4643.695160 = -1769078.440271
  nChanged 534
		SP:Iteration 12Q (3127.760000 sec): 3 clusters
  Score: Raw -1774072.126660 + Penalty 4643.695160 = -1769428.431501
  nChanged 544
		SP:Iteration 13Q (3127.810000 sec): 3 clusters
  Score: Raw -1774462.941063 + Penalty 4643.695160 = -1769819.245904
  nChanged 508
		SP:Iteration 14Q (3127.850000 sec): 3 clusters
  Score: Raw -1774871.833321 + Penalty 4643.695160 = -1770228.138162
  nChanged 456
		SP:Iteration 15Q (3127.890000 sec): 3 clusters
  Score: Raw -1775283.458820 + Penalty 4643.695160 = -1770639.763660
  nChanged 326
		SP:Iteration 16Q (3127.940000 sec): 3 clusters
  Score: Raw -1775581.351890 + Penalty 4643.695160 = -1770937.656730
  nChanged 209
		SP:Iteration 17Q (3127.980000 sec): 3 clusters
  Score: Raw -1775782.962534 + Penalty 4643.695160 = -1771139.267374
  nChanged 130
		SP:Iteration 18Q (3128.010000 sec): 3 clusters
  Score: Raw -1775902.630416 + Penalty 4643.695160 = -1771258.935256
  nChanged 70
		SP:Iteration 19Q (3128.050000 sec): 3 clusters
  Score: Raw -1775962.307536 + Penalty 4643.695160 = -1771318.612376
  nChanged 38
		SP:Iteration 20F (3128.100000 sec): 3 clusters
  Score: Raw -1775999.800616 + Penalty 4643.695160 = -1771356.105456
  nChanged 32
		SP:Iteration 21Q (3128.130000 sec): 3 clusters
  Score: Raw -1776039.433934 + Penalty 4643.695160 = -1771395.738774
  nChanged 24
		SP:Iteration 22Q (3128.170000 sec): 3 clusters
  Score: Raw -1776068.421857 + Penalty 4643.695160 = -1771424.726697
  nChanged 17
		SP:Iteration 23Q (3128.210000 sec): 3 clusters
  Score: Raw -1776090.605865 + Penalty 4643.695160 = -1771446.910706
  nChanged 15
		SP:Iteration 24Q (3128.240000 sec): 3 clusters
  Score: Raw -1776111.253945 + Penalty 4643.695160 = -1771467.558785
  nChanged 11
		SP:Iteration 25Q (3128.270000 sec): 3 clusters
  Score: Raw -1776124.928823 + Penalty 4643.695160 = -1771481.233663
  nChanged 4
		SP:Iteration 26Q (3128.310000 sec): 3 clusters
  Score: Raw -1776128.635429 + Penalty 4643.695160 = -1771484.940270
  nChanged 1
		SP:Iteration 27Q (3128.340000 sec): 3 clusters
  Score: Raw -1776129.467082 + Penalty 4643.695160 = -1771485.771922
  nChanged 0
		SP:Iteration 28F (3128.390000 sec): 3 clusters
  Score: Raw -1776129.467082 + Penalty 4643.695160 = -1771485.771922
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (3740 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3128.410000 sec): 2 clusters
  Score: Raw -535244.074278 + Penalty 2040.256541 = -533203.817737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3128.420000 sec): 3 clusters
  Score: Raw -533512.273498 + Penalty 4080.513082 = -529431.760417
  nChanged 1353
		SP:Iteration 1F (3128.430000 sec): 3 clusters
  Score: Raw -534310.146143 + Penalty 4080.513082 = -530229.633061
  nChanged 257
		SP:Iteration 2F (3128.450000 sec): 3 clusters
  Score: Raw -534462.518242 + Penalty 4080.513082 = -530382.005161
  nChanged 170
		SP:Iteration 3Q (3128.470000 sec): 3 clusters
  Score: Raw -534563.369172 + Penalty 4080.513082 = -530482.856090
  nChanged 137
		SP:Iteration 4Q (3128.480000 sec): 3 clusters
  Score: Raw -534642.000747 + Penalty 4080.513082 = -530561.487665
  nChanged 116
		SP:Iteration 5Q (3128.490000 sec): 3 clusters
  Score: Raw -534706.185180 + Penalty 4080.513082 = -530625.672098
  nChanged 85
		SP:Iteration 6Q (3128.510000 sec): 3 clusters
  Score: Raw -534744.671359 + Penalty 4080.513082 = -530664.158277
  nChanged 60
		SP:Iteration 7Q (3128.520000 sec): 3 clusters
  Score: Raw -534770.822004 + Penalty 4080.513082 = -530690.308922
  nChanged 50
		SP:Iteration 8Q (3128.540000 sec): 3 clusters
  Score: Raw -534796.073848 + Penalty 4080.513082 = -530715.560767
  nChanged 46
		SP:Iteration 9Q (3128.550000 sec): 3 clusters
  Score: Raw -534814.667907 + Penalty 4080.513082 = -530734.154825
  nChanged 41
		SP:Iteration 10Q (3128.570000 sec): 3 clusters
  Score: Raw -534834.941591 + Penalty 4080.513082 = -530754.428510
  nChanged 40
		SP:Iteration 11Q (3128.580000 sec): 3 clusters
  Score: Raw -534851.851357 + Penalty 4080.513082 = -530771.338275
  nChanged 33
		SP:Iteration 12Q (3128.600000 sec): 3 clusters
  Score: Raw -534865.215393 + Penalty 4080.513082 = -530784.702312
  nChanged 30
		SP:Iteration 13Q (3128.610000 sec): 3 clusters
  Score: Raw -534877.497734 + Penalty 4080.513082 = -530796.984653
  nChanged 36
		SP:Iteration 14Q (3128.630000 sec): 3 clusters
  Score: Raw -534896.658626 + Penalty 4080.513082 = -530816.145544
  nChanged 47
		SP:Iteration 15Q (3128.640000 sec): 3 clusters
  Score: Raw -534917.084620 + Penalty 4080.513082 = -530836.571539
  nChanged 39
		SP:Iteration 16Q (3128.660000 sec): 3 clusters
  Score: Raw -534935.760165 + Penalty 4080.513082 = -530855.247083
  nChanged 36
		SP:Iteration 17Q (3128.670000 sec): 3 clusters
  Score: Raw -534951.073717 + Penalty 4080.513082 = -530870.560635
  nChanged 32
		SP:Iteration 18Q (3128.690000 sec): 3 clusters
  Score: Raw -534968.585384 + Penalty 4080.513082 = -530888.072302
  nChanged 45
		SP:Iteration 19Q (3128.700000 sec): 3 clusters
  Score: Raw -534992.572601 + Penalty 4080.513082 = -530912.059520
  nChanged 49
		SP:Iteration 20F (3128.710000 sec): 3 clusters
  Score: Raw -535013.829069 + Penalty 4080.513082 = -530933.315987
  nChanged 33
		SP:Iteration 21Q (3128.730000 sec): 3 clusters
  Score: Raw -535027.148718 + Penalty 4080.513082 = -530946.635637
  nChanged 28
		SP:Iteration 22Q (3128.750000 sec): 3 clusters
  Score: Raw -535038.918521 + Penalty 4080.513082 = -530958.405439
  nChanged 29
		SP:Iteration 23Q (3128.760000 sec): 3 clusters
  Score: Raw -535054.759748 + Penalty 4080.513082 = -530974.246666
  nChanged 35
		SP:Iteration 24Q (3128.770000 sec): 3 clusters
  Score: Raw -535071.727651 + Penalty 4080.513082 = -530991.214569
  nChanged 42
		SP:Iteration 25Q (3128.790000 sec): 3 clusters
  Score: Raw -535090.891402 + Penalty 4080.513082 = -531010.378320
  nChanged 32
		SP:Iteration 26Q (3128.800000 sec): 3 clusters
  Score: Raw -535106.116499 + Penalty 4080.513082 = -531025.603418
  nChanged 30
		SP:Iteration 27Q (3128.820000 sec): 3 clusters
  Score: Raw -535118.267046 + Penalty 4080.513082 = -531037.753965
  nChanged 23
		SP:Iteration 28Q (3128.830000 sec): 3 clusters
  Score: Raw -535132.700188 + Penalty 4080.513082 = -531052.187106
  nChanged 26
		SP:Iteration 29Q (3128.850000 sec): 3 clusters
  Score: Raw -535150.496564 + Penalty 4080.513082 = -531069.983483
  nChanged 25
		SP:Iteration 30Q (3128.860000 sec): 3 clusters
  Score: Raw -535165.531637 + Penalty 4080.513082 = -531085.018555
  nChanged 32
		SP:Iteration 31Q (3128.880000 sec): 3 clusters
  Score: Raw -535180.446966 + Penalty 4080.513082 = -531099.933884
  nChanged 22
		SP:Iteration 32Q (3128.890000 sec): 3 clusters
  Score: Raw -535192.592298 + Penalty 4080.513082 = -531112.079216
  nChanged 13
		SP:Iteration 33Q (3128.910000 sec): 3 clusters
  Score: Raw -535197.359707 + Penalty 4080.513082 = -531116.846626
  nChanged 11
		SP:Iteration 34Q (3128.920000 sec): 3 clusters
  Score: Raw -535201.156239 + Penalty 4080.513082 = -531120.643157
  nChanged 8
		SP:Iteration 35Q (3128.930000 sec): 3 clusters
  Score: Raw -535205.572405 + Penalty 4080.513082 = -531125.059323
  nChanged 13
		SP:Iteration 36Q (3128.950000 sec): 3 clusters
  Score: Raw -535210.479030 + Penalty 4080.513082 = -531129.965949
  nChanged 14
		SP:Iteration 37Q (3128.970000 sec): 3 clusters
  Score: Raw -535215.905929 + Penalty 4080.513082 = -531135.392847
  nChanged 8
		SP:Iteration 38Q (3128.980000 sec): 3 clusters
  Score: Raw -535218.200785 + Penalty 4080.513082 = -531137.687703
  nChanged 4
		SP:Iteration 39Q (3128.990000 sec): 3 clusters
  Score: Raw -535219.245857 + Penalty 4080.513082 = -531138.732775
  nChanged 3
		SP:Iteration 40F (3129.010000 sec): 3 clusters
  Score: Raw -535219.772778 + Penalty 4080.513082 = -531139.259696
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3129.010000 sec): 2 clusters
  Score: Raw -27239.942278 + Penalty 1352.919637 = -25887.022641
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3129.010000 sec): 3 clusters
  Score: Raw -27491.737114 + Penalty 2705.839273 = -24785.897841
  nChanged 31
		SP:Iteration 1F (3129.010000 sec): 3 clusters
  Score: Raw -27651.737425 + Penalty 2705.839273 = -24945.898152
  nChanged 11
		SP:Iteration 2Q (3129.020000 sec): 3 clusters
  Score: Raw -27722.041408 + Penalty 2705.839273 = -25016.202135
  nChanged 6
		SP:Iteration 3Q (3129.020000 sec): 3 clusters
  Score: Raw -27792.857037 + Penalty 2705.839273 = -25087.017764
  nChanged 5
		SP:Iteration 4Q (3129.020000 sec): 3 clusters
  Score: Raw -27825.022497 + Penalty 2705.839273 = -25119.183224
  nChanged 5
		SP:Iteration 5Q (3129.020000 sec): 3 clusters
  Score: Raw -27852.433868 + Penalty 2705.839273 = -25146.594594
  nChanged 1
		SP:Iteration 6Q (3129.020000 sec): 3 clusters
  Score: Raw -27866.600349 + Penalty 2705.839273 = -25160.761076
  nChanged 1
		SP:Iteration 7Q (3129.020000 sec): 3 clusters
  Score: Raw -27872.912919 + Penalty 2705.839273 = -25167.073646
  nChanged 1
		SP:Iteration 8Q (3129.020000 sec): 3 clusters
  Score: Raw -27878.356377 + Penalty 2705.839273 = -25172.517104
  nChanged 2
		SP:Iteration 9Q (3129.020000 sec): 3 clusters
  Score: Raw -27895.403663 + Penalty 2705.839273 = -25189.564390
  nChanged 2
		SP:Iteration 10Q (3129.020000 sec): 3 clusters
  Score: Raw -27913.395028 + Penalty 2705.839273 = -25207.555755
  nChanged 0
		SP:Iteration 11F (3129.030000 sec): 3 clusters
  Score: Raw -27913.395028 + Penalty 2705.839273 = -25207.555755
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (30933 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3129.140000 sec): 2 clusters
  Score: Raw -4515764.815052 + Penalty 2564.215556 = -4513200.599496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3129.270000 sec): 3 clusters
  Score: Raw -4497200.262436 + Penalty 5128.431112 = -4492071.831324
  nChanged 13922
		SP:Iteration 1F (3129.390000 sec): 3 clusters
  Score: Raw -4504790.511585 + Penalty 5128.431112 = -4499662.080474
  nChanged 1470
		SP:Iteration 2Q (3129.520000 sec): 3 clusters
  Score: Raw -4505361.247645 + Penalty 5128.431112 = -4500232.816534
  nChanged 1382
		SP:Iteration 3Q (3129.640000 sec): 3 clusters
  Score: Raw -4505965.318743 + Penalty 5128.431112 = -4500836.887632
  nChanged 1320
		SP:Iteration 4Q (3129.770000 sec): 3 clusters
  Score: Raw -4506587.458547 + Penalty 5128.431112 = -4501459.027435
  nChanged 1309
		SP:Iteration 5Q (3129.890000 sec): 3 clusters
  Score: Raw -4507255.606679 + Penalty 5128.431112 = -4502127.175567
  nChanged 1442
		SP:Iteration 6Q (3130.010000 sec): 3 clusters
  Score: Raw -4508019.970294 + Penalty 5128.431112 = -4502891.539182
  nChanged 1589
		SP:Iteration 7F (3130.140000 sec): 3 clusters
  Score: Raw -4508888.361847 + Penalty 5128.431112 = -4503759.930736
  nChanged 1661
		SP:Iteration 8F (3130.260000 sec): 3 clusters
  Score: Raw -4509735.375137 + Penalty 5128.431112 = -4504606.944025
  nChanged 1646
		SP:Iteration 9F (3130.380000 sec): 3 clusters
  Score: Raw -4510488.302768 + Penalty 5128.431112 = -4505359.871657
  nChanged 1399
		SP:Iteration 10Q (3130.510000 sec): 3 clusters
  Score: Raw -4511072.335478 + Penalty 5128.431112 = -4505943.904367
  nChanged 1184
		SP:Iteration 11Q (3130.630000 sec): 3 clusters
  Score: Raw -4511550.351567 + Penalty 5128.431112 = -4506421.920455
  nChanged 965
		SP:Iteration 12Q (3130.750000 sec): 3 clusters
  Score: Raw -4511957.764073 + Penalty 5128.431112 = -4506829.332962
  nChanged 898
		SP:Iteration 13Q (3130.870000 sec): 3 clusters
  Score: Raw -4512318.996297 + Penalty 5128.431112 = -4507190.565185
  nChanged 802
		SP:Iteration 14Q (3130.990000 sec): 3 clusters
  Score: Raw -4512637.281532 + Penalty 5128.431112 = -4507508.850421
  nChanged 754
		SP:Iteration 15Q (3131.120000 sec): 3 clusters
  Score: Raw -4512945.061678 + Penalty 5128.431112 = -4507816.630566
  nChanged 762
		SP:Iteration 16Q (3131.240000 sec): 3 clusters
  Score: Raw -4513265.233131 + Penalty 5128.431112 = -4508136.802019
  nChanged 733
		SP:Iteration 17Q (3131.360000 sec): 3 clusters
  Score: Raw -4513585.717265 + Penalty 5128.431112 = -4508457.286153
  nChanged 689
		SP:Iteration 18Q (3131.480000 sec): 3 clusters
  Score: Raw -4513896.198147 + Penalty 5128.431112 = -4508767.767035
  nChanged 637
		SP:Iteration 19Q (3131.600000 sec): 3 clusters
  Score: Raw -4514206.903948 + Penalty 5128.431112 = -4509078.472836
  nChanged 610
		SP:Iteration 20F (3131.720000 sec): 3 clusters
  Score: Raw -4514604.354084 + Penalty 5128.431112 = -4509475.922972
  nChanged 574
		SP:Iteration 21Q (3131.850000 sec): 3 clusters
  Score: Raw -4515260.582041 + Penalty 5128.431112 = -4510132.150929
  nChanged 514
		SP:Iteration 22Q (3131.970000 sec): 3 clusters
  Score: Raw -4515926.925161 + Penalty 5128.431112 = -4510798.494050
  nChanged 441
		SP:Iteration 23Q (3132.080000 sec): 3 clusters
  Score: Raw -4516135.278057 + Penalty 5128.431112 = -4511006.846945
  nChanged 375
		SP:Iteration 24Q (3132.190000 sec): 3 clusters
  Score: Raw -4516293.063061 + Penalty 5128.431112 = -4511164.631949
  nChanged 331
		SP:Iteration 25Q (3132.300000 sec): 3 clusters
  Score: Raw -4516422.997855 + Penalty 5128.431112 = -4511294.566743
  nChanged 270
		SP:Iteration 26Q (3132.400000 sec): 3 clusters
  Score: Raw -4516517.187511 + Penalty 5128.431112 = -4511388.756399
  nChanged 218
		SP:Iteration 27Q (3132.500000 sec): 3 clusters
  Score: Raw -4516586.290925 + Penalty 5128.431112 = -4511457.859813
  nChanged 153
		SP:Iteration 28Q (3132.600000 sec): 3 clusters
  Score: Raw -4516629.746115 + Penalty 5128.431112 = -4511501.315004
  nChanged 147
		SP:Iteration 29Q (3132.700000 sec): 3 clusters
  Score: Raw -4516668.417314 + Penalty 5128.431112 = -4511539.986203
  nChanged 110
		SP:Iteration 30Q (3132.800000 sec): 3 clusters
  Score: Raw -4516697.506912 + Penalty 5128.431112 = -4511569.075800
  nChanged 96
		SP:Iteration 31Q (3132.900000 sec): 3 clusters
  Score: Raw -4516722.219572 + Penalty 5128.431112 = -4511593.788460
  nChanged 86
		SP:Iteration 32Q (3133.000000 sec): 3 clusters
  Score: Raw -4516742.630078 + Penalty 5128.431112 = -4511614.198966
  nChanged 71
		SP:Iteration 33Q (3133.100000 sec): 3 clusters
  Score: Raw -4516758.483982 + Penalty 5128.431112 = -4511630.052870
  nChanged 61
		SP:Iteration 34Q (3133.190000 sec): 3 clusters
  Score: Raw -4516771.705102 + Penalty 5128.431112 = -4511643.273990
  nChanged 50
		SP:Iteration 35Q (3133.290000 sec): 3 clusters
  Score: Raw -4516784.076992 + Penalty 5128.431112 = -4511655.645881
  nChanged 50
		SP:Iteration 36Q (3133.390000 sec): 3 clusters
  Score: Raw -4516796.042474 + Penalty 5128.431112 = -4511667.611362
  nChanged 50
		SP:Iteration 37Q (3133.480000 sec): 3 clusters
  Score: Raw -4516806.604343 + Penalty 5128.431112 = -4511678.173232
  nChanged 45
		SP:Iteration 38Q (3133.580000 sec): 3 clusters
  Score: Raw -4516814.777007 + Penalty 5128.431112 = -4511686.345895
  nChanged 37
		SP:Iteration 39Q (3133.680000 sec): 3 clusters
  Score: Raw -4516822.877640 + Penalty 5128.431112 = -4511694.446528
  nChanged 36
		SP:Iteration 40F (3133.800000 sec): 3 clusters
  Score: Raw -4516831.567250 + Penalty 5128.431112 = -4511703.136138
  nChanged 36
		SP:Iteration 41Q (3133.900000 sec): 3 clusters
  Score: Raw -4516840.815070 + Penalty 5128.431112 = -4511712.383959
  nChanged 31
		SP:Iteration 42Q (3133.990000 sec): 3 clusters
  Score: Raw -4516846.724069 + Penalty 5128.431112 = -4511718.292957
  nChanged 26
		SP:Iteration 43Q (3134.090000 sec): 3 clusters
  Score: Raw -4516851.932203 + Penalty 5128.431112 = -4511723.501092
  nChanged 22
		SP:Iteration 44Q (3134.180000 sec): 3 clusters
  Score: Raw -4516855.252043 + Penalty 5128.431112 = -4511726.820931
  nChanged 14
		SP:Iteration 45Q (3134.280000 sec): 3 clusters
  Score: Raw -4516857.413943 + Penalty 5128.431112 = -4511728.982831
  nChanged 10
		SP:Iteration 46Q (3134.380000 sec): 3 clusters
  Score: Raw -4516858.978142 + Penalty 5128.431112 = -4511730.547030
  nChanged 11
		SP:Iteration 47Q (3134.470000 sec): 3 clusters
  Score: Raw -4516860.670286 + Penalty 5128.431112 = -4511732.239174
  nChanged 10
		SP:Iteration 48Q (3134.570000 sec): 3 clusters
  Score: Raw -4516861.808344 + Penalty 5128.431112 = -4511733.377232
  nChanged 5
		SP:Iteration 49Q (3134.660000 sec): 3 clusters
  Score: Raw -4516862.375278 + Penalty 5128.431112 = -4511733.944167
  nChanged 4
		SP:Iteration 50Q (3134.760000 sec): 3 clusters
  Score: Raw -4516862.978193 + Penalty 5128.431112 = -4511734.547081
  nChanged 4
		SP:Iteration 51Q (3134.860000 sec): 3 clusters
  Score: Raw -4516863.669732 + Penalty 5128.431112 = -4511735.238620
  nChanged 7
		SP:Iteration 52Q (3134.960000 sec): 3 clusters
  Score: Raw -4516864.998030 + Penalty 5128.431112 = -4511736.566918
  nChanged 13
		SP:Iteration 53Q (3135.050000 sec): 3 clusters
  Score: Raw -4516867.492832 + Penalty 5128.431112 = -4511739.061721
  nChanged 14
		SP:Iteration 54Q (3135.150000 sec): 3 clusters
  Score: Raw -4516870.040539 + Penalty 5128.431112 = -4511741.609427
  nChanged 11
		SP:Iteration 55Q (3135.250000 sec): 3 clusters
  Score: Raw -4516871.613566 + Penalty 5128.431112 = -4511743.182454
  nChanged 10
		SP:Iteration 56Q (3135.340000 sec): 3 clusters
  Score: Raw -4516872.807312 + Penalty 5128.431112 = -4511744.376200
  nChanged 7
		SP:Iteration 57Q (3135.430000 sec): 3 clusters
  Score: Raw -4516873.876358 + Penalty 5128.431112 = -4511745.445246
  nChanged 9
		SP:Iteration 58Q (3135.530000 sec): 3 clusters
  Score: Raw -4516875.254353 + Penalty 5128.431112 = -4511746.823242
  nChanged 9
		SP:Iteration 59Q (3135.630000 sec): 3 clusters
  Score: Raw -4516876.554792 + Penalty 5128.431112 = -4511748.123680
  nChanged 8
		SP:Iteration 60F (3135.750000 sec): 3 clusters
  Score: Raw -4516877.630983 + Penalty 5128.431112 = -4511749.199871
  nChanged 8
		SP:Iteration 61Q (3135.850000 sec): 3 clusters
  Score: Raw -4516878.594070 + Penalty 5128.431112 = -4511750.162958
  nChanged 6
		SP:Iteration 62Q (3135.940000 sec): 3 clusters
  Score: Raw -4516879.327510 + Penalty 5128.431112 = -4511750.896399
  nChanged 4
		SP:Iteration 63Q (3136.040000 sec): 3 clusters
  Score: Raw -4516879.989617 + Penalty 5128.431112 = -4511751.558506
  nChanged 5
		SP:Iteration 64Q (3136.130000 sec): 3 clusters
  Score: Raw -4516880.475377 + Penalty 5128.431112 = -4511752.044265
  nChanged 6
		SP:Iteration 65Q (3136.230000 sec): 3 clusters
  Score: Raw -4516881.324804 + Penalty 5128.431112 = -4511752.893692
  nChanged 3
		SP:Iteration 66Q (3136.330000 sec): 3 clusters
  Score: Raw -4516881.669341 + Penalty 5128.431112 = -4511753.238230
  nChanged 1
		SP:Iteration 67Q (3136.420000 sec): 3 clusters
  Score: Raw -4516881.793241 + Penalty 5128.431112 = -4511753.362129
  nChanged 1
		SP:Iteration 68Q (3136.520000 sec): 3 clusters
  Score: Raw -4516881.894724 + Penalty 5128.431112 = -4511753.463612
  nChanged 2
		SP:Iteration 69Q (3136.610000 sec): 3 clusters
  Score: Raw -4516882.347829 + Penalty 5128.431112 = -4511753.916717
  nChanged 2
		SP:Iteration 70Q (3136.710000 sec): 3 clusters
  Score: Raw -4516882.945699 + Penalty 5128.431112 = -4511754.514587
  nChanged 4
		SP:Iteration 71Q (3136.810000 sec): 3 clusters
  Score: Raw -4516883.486764 + Penalty 5128.431112 = -4511755.055652
  nChanged 6
		SP:Iteration 72Q (3136.900000 sec): 3 clusters
  Score: Raw -4516884.756335 + Penalty 5128.431112 = -4511756.325224
  nChanged 5
		SP:Iteration 73Q (3137.000000 sec): 3 clusters
  Score: Raw -4516885.931705 + Penalty 5128.431112 = -4511757.500593
  nChanged 8
		SP:Iteration 74Q (3137.090000 sec): 3 clusters
  Score: Raw -4516888.014978 + Penalty 5128.431112 = -4511759.583867
  nChanged 10
		SP:Iteration 75Q (3137.190000 sec): 3 clusters
  Score: Raw -4516890.394349 + Penalty 5128.431112 = -4511761.963237
  nChanged 12
		SP:Iteration 76Q (3137.280000 sec): 3 clusters
  Score: Raw -4516892.618557 + Penalty 5128.431112 = -4511764.187445
  nChanged 9
		SP:Iteration 77Q (3137.380000 sec): 3 clusters
  Score: Raw -4516894.033412 + Penalty 5128.431112 = -4511765.602300
  nChanged 10
		SP:Iteration 78Q (3137.470000 sec): 3 clusters
  Score: Raw -4516895.366528 + Penalty 5128.431112 = -4511766.935416
  nChanged 5
		SP:Iteration 79Q (3137.570000 sec): 3 clusters
  Score: Raw -4516895.873646 + Penalty 5128.431112 = -4511767.442534
  nChanged 1
		SP:Iteration 80F (3137.690000 sec): 3 clusters
  Score: Raw -4516896.013767 + Penalty 5128.431112 = -4511767.582655
  nChanged 3
		SP:Iteration 81Q (3137.790000 sec): 3 clusters
  Score: Raw -4516896.840704 + Penalty 5128.431112 = -4511768.409592
  nChanged 4
		SP:Iteration 82Q (3137.880000 sec): 3 clusters
  Score: Raw -4516897.505115 + Penalty 5128.431112 = -4511769.074003
  nChanged 3
		SP:Iteration 83Q (3137.970000 sec): 3 clusters
  Score: Raw -4516897.891612 + Penalty 5128.431112 = -4511769.460500
  nChanged 3
		SP:Iteration 84Q (3138.070000 sec): 3 clusters
  Score: Raw -4516898.243078 + Penalty 5128.431112 = -4511769.811967
  nChanged 2
		SP:Iteration 85Q (3138.160000 sec): 3 clusters
  Score: Raw -4516898.524771 + Penalty 5128.431112 = -4511770.093660
  nChanged 2
		SP:Iteration 86Q (3138.250000 sec): 3 clusters
  Score: Raw -4516898.673308 + Penalty 5128.431112 = -4511770.242196
  nChanged 2
		SP:Iteration 87Q (3138.350000 sec): 3 clusters
  Score: Raw -4516898.923699 + Penalty 5128.431112 = -4511770.492588
  nChanged 0
		SP:Iteration 88F (3138.470000 sec): 3 clusters
  Score: Raw -4516898.923699 + Penalty 5128.431112 = -4511770.492588
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.490000 sec): 2 clusters
  Score: Raw -32701.428481 + Penalty 1345.387604 = -31356.040876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.490000 sec): 3 clusters
  Score: Raw -33173.875499 + Penalty 2690.775209 = -30483.100290
  nChanged 44
		SP:Iteration 1F (3138.490000 sec): 3 clusters
  Score: Raw -33407.173905 + Penalty 2690.775209 = -30716.398697
  nChanged 18
		SP:Iteration 2F (3138.490000 sec): 3 clusters
  Score: Raw -33565.393747 + Penalty 2690.775209 = -30874.618538
  nChanged 11
		SP:Iteration 3Q (3138.490000 sec): 3 clusters
  Score: Raw -33677.319417 + Penalty 2690.775209 = -30986.544208
  nChanged 2
		SP:Iteration 4Q (3138.490000 sec): 3 clusters
  Score: Raw -33698.999758 + Penalty 2690.775209 = -31008.224549
  nChanged 1
		SP:Iteration 5Q (3138.490000 sec): 3 clusters
  Score: Raw -33703.809614 + Penalty 2690.775209 = -31013.034405
  nChanged 0
		SP:Iteration 6F (3138.490000 sec): 3 clusters
  Score: Raw -33703.809614 + Penalty 2690.775209 = -31013.034405
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 23 (608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.500000 sec): 2 clusters
  Score: Raw -81594.403659 + Penalty 1589.723371 = -80004.680288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.500000 sec): 3 clusters
  Score: Raw -81573.656038 + Penalty 3179.446741 = -78394.209296
  nChanged 131
		SP:Iteration 1F (3138.500000 sec): 3 clusters
  Score: Raw -81815.817189 + Penalty 3179.446741 = -78636.370448
  nChanged 24
		SP:Iteration 2Q (3138.510000 sec): 3 clusters
  Score: Raw -81866.108178 + Penalty 3179.446741 = -78686.661437
  nChanged 11
		SP:Iteration 3Q (3138.510000 sec): 3 clusters
  Score: Raw -81889.724714 + Penalty 3179.446741 = -78710.277973
  nChanged 9
		SP:Iteration 4Q (3138.510000 sec): 3 clusters
  Score: Raw -81913.478439 + Penalty 3179.446741 = -78734.031698
  nChanged 8
		SP:Iteration 5Q (3138.510000 sec): 3 clusters
  Score: Raw -81925.507979 + Penalty 3179.446741 = -78746.061238
  nChanged 3
		SP:Iteration 6Q (3138.510000 sec): 3 clusters
  Score: Raw -81937.076228 + Penalty 3179.446741 = -78757.629487
  nChanged 2
		SP:Iteration 7Q (3138.520000 sec): 3 clusters
  Score: Raw -81943.546701 + Penalty 3179.446741 = -78764.099959
  nChanged 3
		SP:Iteration 8Q (3138.520000 sec): 3 clusters
  Score: Raw -81954.604303 + Penalty 3179.446741 = -78775.157562
  nChanged 3
		SP:Iteration 9Q (3138.520000 sec): 3 clusters
  Score: Raw -81963.812411 + Penalty 3179.446741 = -78784.365670
  nChanged 3
		SP:Iteration 10Q (3138.520000 sec): 3 clusters
  Score: Raw -81968.805004 + Penalty 3179.446741 = -78789.358262
  nChanged 0
		SP:Iteration 11F (3138.530000 sec): 3 clusters
  Score: Raw -81968.805004 + Penalty 3179.446741 = -78789.358262
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.530000 sec): 2 clusters
  Score: Raw -257351.790429 + Penalty 1857.789723 = -255494.000706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.540000 sec): 3 clusters
  Score: Raw -256749.717873 + Penalty 3715.579446 = -253034.138427
  nChanged 557
		SP:Iteration 1F (3138.550000 sec): 3 clusters
  Score: Raw -257183.058884 + Penalty 3715.579446 = -253467.479438
  nChanged 131
		SP:Iteration 2F (3138.560000 sec): 3 clusters
  Score: Raw -257289.874861 + Penalty 3715.579446 = -253574.295415
  nChanged 82
		SP:Iteration 3Q (3138.560000 sec): 3 clusters
  Score: Raw -257361.901767 + Penalty 3715.579446 = -253646.322320
  nChanged 44
		SP:Iteration 4Q (3138.570000 sec): 3 clusters
  Score: Raw -257390.724154 + Penalty 3715.579446 = -253675.144707
  nChanged 22
		SP:Iteration 5Q (3138.580000 sec): 3 clusters
  Score: Raw -257401.655463 + Penalty 3715.579446 = -253686.076017
  nChanged 7
		SP:Iteration 6Q (3138.590000 sec): 3 clusters
  Score: Raw -257405.948871 + Penalty 3715.579446 = -253690.369424
  nChanged 5
		SP:Iteration 7Q (3138.590000 sec): 3 clusters
  Score: Raw -257408.380667 + Penalty 3715.579446 = -253692.801221
  nChanged 5
		SP:Iteration 8Q (3138.600000 sec): 3 clusters
  Score: Raw -257411.406586 + Penalty 3715.579446 = -253695.827140
  nChanged 7
		SP:Iteration 9Q (3138.610000 sec): 3 clusters
  Score: Raw -257415.331700 + Penalty 3715.579446 = -253699.752253
  nChanged 7
		SP:Iteration 10Q (3138.610000 sec): 3 clusters
  Score: Raw -257419.489154 + Penalty 3715.579446 = -253703.909707
  nChanged 3
		SP:Iteration 11Q (3138.620000 sec): 3 clusters
  Score: Raw -257421.238346 + Penalty 3715.579446 = -253705.658900
  nChanged 6
		SP:Iteration 12Q (3138.630000 sec): 3 clusters
  Score: Raw -257427.748773 + Penalty 3715.579446 = -253712.169327
  nChanged 8
		SP:Iteration 13Q (3138.630000 sec): 3 clusters
  Score: Raw -257432.478189 + Penalty 3715.579446 = -253716.898743
  nChanged 6
		SP:Iteration 14Q (3138.640000 sec): 3 clusters
  Score: Raw -257438.352688 + Penalty 3715.579446 = -253722.773241
  nChanged 5
		SP:Iteration 15Q (3138.650000 sec): 3 clusters
  Score: Raw -257443.001066 + Penalty 3715.579446 = -253727.421619
  nChanged 5
		SP:Iteration 16Q (3138.650000 sec): 3 clusters
  Score: Raw -257445.816609 + Penalty 3715.579446 = -253730.237163
  nChanged 5
		SP:Iteration 17Q (3138.660000 sec): 3 clusters
  Score: Raw -257447.987807 + Penalty 3715.579446 = -253732.408361
  nChanged 3
		SP:Iteration 18Q (3138.670000 sec): 3 clusters
  Score: Raw -257449.321186 + Penalty 3715.579446 = -253733.741740
  nChanged 3
		SP:Iteration 19Q (3138.670000 sec): 3 clusters
  Score: Raw -257451.012753 + Penalty 3715.579446 = -253735.433307
  nChanged 2
		SP:Iteration 20F (3138.680000 sec): 3 clusters
  Score: Raw -257451.784688 + Penalty 3715.579446 = -253736.205241
  nChanged 1
		SP:Iteration 21Q (3138.690000 sec): 3 clusters
  Score: Raw -257452.552403 + Penalty 3715.579446 = -253736.972957
  nChanged 0
		SP:Iteration 22F (3138.690000 sec): 3 clusters
  Score: Raw -257452.552403 + Penalty 3715.579446 = -253736.972957
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.690000 sec): 2 clusters
  Score: Raw -14092.726968 + Penalty 1232.513698 = -12860.213270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.690000 sec): 3 clusters
  Score: Raw -14477.834217 + Penalty 2465.027397 = -12012.806821
  nChanged 17
		SP:Iteration 1F (3138.700000 sec): 3 clusters
  Score: Raw -14608.437963 + Penalty 2465.027397 = -12143.410566
  nChanged 2
		SP:Iteration 2Q (3138.700000 sec): 3 clusters
  Score: Raw -14637.159225 + Penalty 2465.027397 = -12172.131829
  nChanged 0
		SP:Iteration 3F (3138.700000 sec): 3 clusters
  Score: Raw -14637.159225 + Penalty 2465.027397 = -12172.131829
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.700000 sec): 2 clusters
  Score: Raw -51116.540451 + Penalty 1468.551448 = -49647.989003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.700000 sec): 3 clusters
  Score: Raw -51218.137004 + Penalty 2937.102896 = -48281.034108
  nChanged 56
		SP:Iteration 1F (3138.710000 sec): 3 clusters
  Score: Raw -51346.218527 + Penalty 2937.102896 = -48409.115631
  nChanged 10
		SP:Iteration 2Q (3138.710000 sec): 3 clusters
  Score: Raw -51382.476958 + Penalty 2937.102896 = -48445.374062
  nChanged 7
		SP:Iteration 3Q (3138.710000 sec): 3 clusters
  Score: Raw -51404.555793 + Penalty 2937.102896 = -48467.452896
  nChanged 4
		SP:Iteration 4Q (3138.710000 sec): 3 clusters
  Score: Raw -51413.205893 + Penalty 2937.102896 = -48476.102997
  nChanged 2
		SP:Iteration 5Q (3138.710000 sec): 3 clusters
  Score: Raw -51415.705144 + Penalty 2937.102896 = -48478.602248
  nChanged 2
		SP:Iteration 6Q (3138.710000 sec): 3 clusters
  Score: Raw -51421.156591 + Penalty 2937.102896 = -48484.053695
  nChanged 1
		SP:Iteration 7Q (3138.710000 sec): 3 clusters
  Score: Raw -51422.426868 + Penalty 2937.102896 = -48485.323972
  nChanged 0
		SP:Iteration 8F (3138.710000 sec): 3 clusters
  Score: Raw -51422.426868 + Penalty 2937.102896 = -48485.323972
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (141290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3139.250000 sec): 2 clusters
  Score: Raw -20519933.758847 + Penalty 2940.925309 = -20516992.833538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3139.830000 sec): 3 clusters
  Score: Raw -20428422.437759 + Penalty 5881.850618 = -20422540.587141
  nChanged 67369
		SP:Iteration 1F (3140.400000 sec): 3 clusters
  Score: Raw -20467336.413724 + Penalty 5881.850618 = -20461454.563106
  nChanged 4500
		SP:Iteration 2Q (3140.980000 sec): 3 clusters
  Score: Raw -20468434.464141 + Penalty 5881.850618 = -20462552.613523
  nChanged 4956
		SP:Iteration 3Q (3141.580000 sec): 3 clusters
  Score: Raw -20469860.344062 + Penalty 5881.850618 = -20463978.493444
  nChanged 5505
		SP:Iteration 4Q (3142.180000 sec): 3 clusters
  Score: Raw -20471768.896920 + Penalty 5881.850618 = -20465887.046302
  nChanged 6347
		SP:Iteration 5Q (3142.770000 sec): 3 clusters
  Score: Raw -20474423.038926 + Penalty 5881.850618 = -20468541.188308
  nChanged 7542
		SP:Iteration 6F (3143.350000 sec): 3 clusters
  Score: Raw -20478014.289484 + Penalty 5881.850618 = -20472132.438866
  nChanged 8132
		SP:Iteration 7F (3143.920000 sec): 3 clusters
  Score: Raw -20482288.294644 + Penalty 5881.850618 = -20476406.444025
  nChanged 8296
		SP:Iteration 8F (3144.500000 sec): 3 clusters
  Score: Raw -20486919.015003 + Penalty 5881.850618 = -20481037.164385
  nChanged 7898
		SP:Iteration 9F (3145.070000 sec): 3 clusters
  Score: Raw -20491581.983404 + Penalty 5881.850618 = -20485700.132786
  nChanged 7055
		SP:Iteration 10Q (3145.660000 sec): 3 clusters
  Score: Raw -20495962.741171 + Penalty 5881.850618 = -20490080.890553
  nChanged 5978
		SP:Iteration 11Q (3146.240000 sec): 3 clusters
  Score: Raw -20499695.753288 + Penalty 5881.850618 = -20493813.902670
  nChanged 4920
		SP:Iteration 12Q (3146.810000 sec): 3 clusters
  Score: Raw -20502541.951617 + Penalty 5881.850618 = -20496660.100998
  nChanged 3951
		SP:Iteration 13Q (3147.370000 sec): 3 clusters
  Score: Raw -20504556.539912 + Penalty 5881.850618 = -20498674.689293
  nChanged 3145
		SP:Iteration 14Q (3147.920000 sec): 3 clusters
  Score: Raw -20506080.334205 + Penalty 5881.850618 = -20500198.483587
  nChanged 2884
		SP:Iteration 15Q (3148.450000 sec): 3 clusters
  Score: Raw -20507446.225141 + Penalty 5881.850618 = -20501564.374523
  nChanged 2733
		SP:Iteration 16Q (3148.940000 sec): 3 clusters
  Score: Raw -20508743.811214 + Penalty 5881.850618 = -20502861.960596
  nChanged 2735
		SP:Iteration 17Q (3149.420000 sec): 3 clusters
  Score: Raw -20510025.663105 + Penalty 5881.850618 = -20504143.812487
  nChanged 2665
		SP:Iteration 18Q (3149.900000 sec): 3 clusters
  Score: Raw -20511285.745943 + Penalty 5881.850618 = -20505403.895325
  nChanged 2477
		SP:Iteration 19Q (3150.360000 sec): 3 clusters
  Score: Raw -20512496.341981 + Penalty 5881.850618 = -20506614.491363
  nChanged 2329
		SP:Iteration 20F (3150.900000 sec): 3 clusters
  Score: Raw -20513648.243629 + Penalty 5881.850618 = -20507766.393011
  nChanged 2086
		SP:Iteration 21Q (3151.350000 sec): 3 clusters
  Score: Raw -20514718.602036 + Penalty 5881.850618 = -20508836.751418
  nChanged 1910
		SP:Iteration 22Q (3151.790000 sec): 3 clusters
  Score: Raw -20515732.400706 + Penalty 5881.850618 = -20509850.550088
  nChanged 1721
		SP:Iteration 23Q (3152.220000 sec): 3 clusters
  Score: Raw -20516648.536863 + Penalty 5881.850618 = -20510766.686244
  nChanged 1491
		SP:Iteration 24Q (3152.650000 sec): 3 clusters
  Score: Raw -20517483.962317 + Penalty 5881.850618 = -20511602.111699
  nChanged 1279
		SP:Iteration 25Q (3153.070000 sec): 3 clusters
  Score: Raw -20518240.387667 + Penalty 5881.850618 = -20512358.537048
  nChanged 1040
		SP:Iteration 26Q (3153.480000 sec): 3 clusters
  Score: Raw -20518877.713205 + Penalty 5881.850618 = -20512995.862587
  nChanged 866
		SP:Iteration 27Q (3153.900000 sec): 3 clusters
  Score: Raw -20519431.244036 + Penalty 5881.850618 = -20513549.393418
  nChanged 696
		SP:Iteration 28Q (3154.300000 sec): 3 clusters
  Score: Raw -20519871.015886 + Penalty 5881.850618 = -20513989.165267
  nChanged 572
		SP:Iteration 29Q (3154.710000 sec): 3 clusters
  Score: Raw -20520192.656948 + Penalty 5881.850618 = -20514310.806330
  nChanged 452
		SP:Iteration 30Q (3155.110000 sec): 3 clusters
  Score: Raw -20520434.929349 + Penalty 5881.850618 = -20514553.078731
  nChanged 371
		SP:Iteration 31Q (3155.500000 sec): 3 clusters
  Score: Raw -20520592.710981 + Penalty 5881.850618 = -20514710.860362
  nChanged 289
		SP:Iteration 32Q (3155.900000 sec): 3 clusters
  Score: Raw -20520693.733990 + Penalty 5881.850618 = -20514811.883372
  nChanged 219
		SP:Iteration 33Q (3156.290000 sec): 3 clusters
  Score: Raw -20520763.414255 + Penalty 5881.850618 = -20514881.563637
  nChanged 161
		SP:Iteration 34Q (3156.680000 sec): 3 clusters
  Score: Raw -20520805.440630 + Penalty 5881.850618 = -20514923.590012
  nChanged 121
		SP:Iteration 35Q (3157.080000 sec): 3 clusters
  Score: Raw -20520830.129847 + Penalty 5881.850618 = -20514948.279229
  nChanged 78
		SP:Iteration 36Q (3157.470000 sec): 3 clusters
  Score: Raw -20520846.348697 + Penalty 5881.850618 = -20514964.498079
  nChanged 79
		SP:Iteration 37Q (3157.860000 sec): 3 clusters
  Score: Raw -20520863.309169 + Penalty 5881.850618 = -20514981.458550
  nChanged 68
		SP:Iteration 38Q (3158.250000 sec): 3 clusters
  Score: Raw -20520880.055681 + Penalty 5881.850618 = -20514998.205062
  nChanged 70
		SP:Iteration 39Q (3158.660000 sec): 3 clusters
  Score: Raw -20520895.044207 + Penalty 5881.850618 = -20515013.193589
  nChanged 65
		SP:Iteration 40F (3159.230000 sec): 3 clusters
  Score: Raw -20520910.509823 + Penalty 5881.850618 = -20515028.659205
  nChanged 72
		SP:Iteration 41Q (3159.660000 sec): 3 clusters
  Score: Raw -20520926.667732 + Penalty 5881.850618 = -20515044.817114
  nChanged 63
		SP:Iteration 42Q (3160.080000 sec): 3 clusters
  Score: Raw -20520939.005896 + Penalty 5881.850618 = -20515057.155278
  nChanged 44
		SP:Iteration 43Q (3160.500000 sec): 3 clusters
  Score: Raw -20520948.004806 + Penalty 5881.850618 = -20515066.154188
  nChanged 40
		SP:Iteration 44Q (3160.940000 sec): 3 clusters
  Score: Raw -20520954.761271 + Penalty 5881.850618 = -20515072.910652
  nChanged 28
		SP:Iteration 45Q (3161.370000 sec): 3 clusters
  Score: Raw -20520959.530984 + Penalty 5881.850618 = -20515077.680365
  nChanged 25
		SP:Iteration 46Q (3161.790000 sec): 3 clusters
  Score: Raw -20520963.976143 + Penalty 5881.850618 = -20515082.125525
  nChanged 23
		SP:Iteration 47Q (3162.210000 sec): 3 clusters
  Score: Raw -20520967.600389 + Penalty 5881.850618 = -20515085.749771
  nChanged 23
		SP:Iteration 48Q (3162.630000 sec): 3 clusters
  Score: Raw -20520970.959817 + Penalty 5881.850618 = -20515089.109199
  nChanged 18
		SP:Iteration 49Q (3163.060000 sec): 3 clusters
  Score: Raw -20520973.878687 + Penalty 5881.850618 = -20515092.028069
  nChanged 11
		SP:Iteration 50Q (3163.480000 sec): 3 clusters
  Score: Raw -20520975.614979 + Penalty 5881.850618 = -20515093.764361
  nChanged 13
		SP:Iteration 51Q (3163.900000 sec): 3 clusters
  Score: Raw -20520977.955976 + Penalty 5881.850618 = -20515096.105358
  nChanged 12
		SP:Iteration 52Q (3164.330000 sec): 3 clusters
  Score: Raw -20520979.445869 + Penalty 5881.850618 = -20515097.595251
  nChanged 11
		SP:Iteration 53Q (3164.760000 sec): 3 clusters
  Score: Raw -20520981.412739 + Penalty 5881.850618 = -20515099.562120
  nChanged 16
		SP:Iteration 54Q (3165.180000 sec): 3 clusters
  Score: Raw -20520984.239526 + Penalty 5881.850618 = -20515102.388907
  nChanged 14
		SP:Iteration 55Q (3165.600000 sec): 3 clusters
  Score: Raw -20520986.290396 + Penalty 5881.850618 = -20515104.439777
  nChanged 7
		SP:Iteration 56Q (3166.020000 sec): 3 clusters
  Score: Raw -20520987.267259 + Penalty 5881.850618 = -20515105.416641
  nChanged 7
		SP:Iteration 57Q (3166.440000 sec): 3 clusters
  Score: Raw -20520988.207428 + Penalty 5881.850618 = -20515106.356810
  nChanged 7
		SP:Iteration 58Q (3166.870000 sec): 3 clusters
  Score: Raw -20520988.908562 + Penalty 5881.850618 = -20515107.057944
  nChanged 10
		SP:Iteration 59Q (3167.300000 sec): 3 clusters
  Score: Raw -20520990.364477 + Penalty 5881.850618 = -20515108.513859
  nChanged 9
		SP:Iteration 60F (3167.870000 sec): 3 clusters
  Score: Raw -20520992.168119 + Penalty 5881.850618 = -20515110.317501
  nChanged 6
		SP:Iteration 61Q (3168.290000 sec): 3 clusters
  Score: Raw -20520993.524206 + Penalty 5881.850618 = -20515111.673587
  nChanged 10
		SP:Iteration 62Q (3168.710000 sec): 3 clusters
  Score: Raw -20520995.041406 + Penalty 5881.850618 = -20515113.190788
  nChanged 15
		SP:Iteration 63Q (3169.130000 sec): 3 clusters
  Score: Raw -20520998.282233 + Penalty 5881.850618 = -20515116.431615
  nChanged 17
		SP:Iteration 64Q (3169.550000 sec): 3 clusters
  Score: Raw -20521001.590668 + Penalty 5881.850618 = -20515119.740050
  nChanged 14
		SP:Iteration 65Q (3169.980000 sec): 3 clusters
  Score: Raw -20521003.976071 + Penalty 5881.850618 = -20515122.125453
  nChanged 14
		SP:Iteration 66Q (3170.400000 sec): 3 clusters
  Score: Raw -20521007.352474 + Penalty 5881.850618 = -20515125.501856
  nChanged 16
		SP:Iteration 67Q (3170.830000 sec): 3 clusters
  Score: Raw -20521010.416167 + Penalty 5881.850618 = -20515128.565549
  nChanged 17
		SP:Iteration 68Q (3171.250000 sec): 3 clusters
  Score: Raw -20521013.402556 + Penalty 5881.850618 = -20515131.551938
  nChanged 17
		SP:Iteration 69Q (3171.670000 sec): 3 clusters
  Score: Raw -20521016.114213 + Penalty 5881.850618 = -20515134.263594
  nChanged 13
		SP:Iteration 70Q (3172.080000 sec): 3 clusters
  Score: Raw -20521018.032379 + Penalty 5881.850618 = -20515136.181761
  nChanged 13
		SP:Iteration 71Q (3172.500000 sec): 3 clusters
  Score: Raw -20521020.010689 + Penalty 5881.850618 = -20515138.160071
  nChanged 14
		SP:Iteration 72Q (3172.930000 sec): 3 clusters
  Score: Raw -20521021.839225 + Penalty 5881.850618 = -20515139.988607
  nChanged 13
		SP:Iteration 73Q (3173.360000 sec): 3 clusters
  Score: Raw -20521024.017215 + Penalty 5881.850618 = -20515142.166597
  nChanged 8
		SP:Iteration 74Q (3173.790000 sec): 3 clusters
  Score: Raw -20521025.087145 + Penalty 5881.850618 = -20515143.236527
  nChanged 7
		SP:Iteration 75Q (3174.200000 sec): 3 clusters
  Score: Raw -20521026.313668 + Penalty 5881.850618 = -20515144.463050
  nChanged 7
		SP:Iteration 76Q (3174.620000 sec): 3 clusters
  Score: Raw -20521027.381059 + Penalty 5881.850618 = -20515145.530441
  nChanged 6
		SP:Iteration 77Q (3175.030000 sec): 3 clusters
  Score: Raw -20521028.034723 + Penalty 5881.850618 = -20515146.184105
  nChanged 7
		SP:Iteration 78Q (3175.450000 sec): 3 clusters
  Score: Raw -20521029.125353 + Penalty 5881.850618 = -20515147.274735
  nChanged 7
		SP:Iteration 79Q (3175.880000 sec): 3 clusters
  Score: Raw -20521030.146580 + Penalty 5881.850618 = -20515148.295961
  nChanged 8
		SP:Iteration 80F (3176.460000 sec): 3 clusters
  Score: Raw -20521031.458111 + Penalty 5881.850618 = -20515149.607493
  nChanged 8
		SP:Iteration 81Q (3176.880000 sec): 3 clusters
  Score: Raw -20521032.665543 + Penalty 5881.850618 = -20515150.814925
  nChanged 8
		SP:Iteration 82Q (3177.300000 sec): 3 clusters
  Score: Raw -20521033.765269 + Penalty 5881.850618 = -20515151.914651
  nChanged 5
		SP:Iteration 83Q (3177.720000 sec): 3 clusters
  Score: Raw -20521034.675563 + Penalty 5881.850618 = -20515152.824945
  nChanged 9
		SP:Iteration 84Q (3178.140000 sec): 3 clusters
  Score: Raw -20521036.154674 + Penalty 5881.850618 = -20515154.304056
  nChanged 6
		SP:Iteration 85Q (3178.550000 sec): 3 clusters
  Score: Raw -20521037.139572 + Penalty 5881.850618 = -20515155.288954
  nChanged 7
		SP:Iteration 86Q (3178.990000 sec): 3 clusters
  Score: Raw -20521038.236284 + Penalty 5881.850618 = -20515156.385666
  nChanged 5
		SP:Iteration 87Q (3179.420000 sec): 3 clusters
  Score: Raw -20521038.988977 + Penalty 5881.850618 = -20515157.138359
  nChanged 3
		SP:Iteration 88Q (3179.850000 sec): 3 clusters
  Score: Raw -20521039.337739 + Penalty 5881.850618 = -20515157.487121
  nChanged 2
		SP:Iteration 89Q (3180.270000 sec): 3 clusters
  Score: Raw -20521039.546025 + Penalty 5881.850618 = -20515157.695407
  nChanged 2
		SP:Iteration 90Q (3180.690000 sec): 3 clusters
  Score: Raw -20521039.750757 + Penalty 5881.850618 = -20515157.900138
  nChanged 3
		SP:Iteration 91Q (3181.100000 sec): 3 clusters
  Score: Raw -20521040.057714 + Penalty 5881.850618 = -20515158.207095
  nChanged 3
		SP:Iteration 92Q (3181.520000 sec): 3 clusters
  Score: Raw -20521040.320932 + Penalty 5881.850618 = -20515158.470314
  nChanged 0
		SP:Iteration 93F (3182.100000 sec): 3 clusters
  Score: Raw -20521040.320932 + Penalty 5881.850618 = -20515158.470314
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3182.170000 sec): 2 clusters
  Score: Raw -19667.259116 + Penalty 1308.972435 = -18358.286681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3182.170000 sec): 3 clusters
  Score: Raw -20042.924819 + Penalty 2617.944871 = -17424.979948
  nChanged 32
		SP:Iteration 1F (3182.180000 sec): 3 clusters
  Score: Raw -20293.060479 + Penalty 2617.944871 = -17675.115608
  nChanged 12
		SP:Iteration 2F (3182.180000 sec): 3 clusters
  Score: Raw -20379.497341 + Penalty 2617.944871 = -17761.552470
  nChanged 7
		SP:Iteration 3Q (3182.180000 sec): 3 clusters
  Score: Raw -20412.558461 + Penalty 2617.944871 = -17794.613590
  nChanged 5
		SP:Iteration 4Q (3182.180000 sec): 3 clusters
  Score: Raw -20473.821080 + Penalty 2617.944871 = -17855.876209
  nChanged 2
		SP:Iteration 5Q (3182.180000 sec): 3 clusters
  Score: Raw -20483.272443 + Penalty 2617.944871 = -17865.327572
  nChanged 0
		SP:Iteration 6F (3182.180000 sec): 3 clusters
  Score: Raw -20483.272443 + Penalty 2617.944871 = -17865.327572
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 29 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3182.180000 sec): 2 clusters
  Score: Raw -74196.170923 + Penalty 1539.730326 = -72656.440597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3182.180000 sec): 3 clusters
  Score: Raw -74190.671023 + Penalty 3079.460653 = -71111.210370
  nChanged 79
		SP:Iteration 1F (3182.190000 sec): 3 clusters
  Score: Raw -74348.820861 + Penalty 3079.460653 = -71269.360208
  nChanged 19
		SP:Iteration 2Q (3182.190000 sec): 3 clusters
  Score: Raw -74388.109953 + Penalty 3079.460653 = -71308.649300
  nChanged 6
		SP:Iteration 3Q (3182.190000 sec): 3 clusters
  Score: Raw -74401.662869 + Penalty 3079.460653 = -71322.202216
  nChanged 5
		SP:Iteration 4Q (3182.190000 sec): 3 clusters
  Score: Raw -74415.033528 + Penalty 3079.460653 = -71335.572876
  nChanged 4
		SP:Iteration 5Q (3182.200000 sec): 3 clusters
  Score: Raw -74429.894125 + Penalty 3079.460653 = -71350.433472
  nChanged 0
		SP:Iteration 6F (3182.200000 sec): 3 clusters
  Score: Raw -74429.894125 + Penalty 3079.460653 = -71350.433472
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 30 (34692 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3182.320000 sec): 2 clusters
  Score: Raw -5301833.225367 + Penalty 2592.657569 = -5299240.567798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3182.470000 sec): 3 clusters
  Score: Raw -5280811.685374 + Penalty 5185.315138 = -5275626.370236
  nChanged 15710
		SP:Iteration 1F (3182.610000 sec): 3 clusters
  Score: Raw -5289455.003533 + Penalty 5185.315138 = -5284269.688395
  nChanged 1549
		SP:Iteration 2Q (3182.760000 sec): 3 clusters
  Score: Raw -5289928.322738 + Penalty 5185.315138 = -5284743.007600
  nChanged 1444
		SP:Iteration 3Q (3182.900000 sec): 3 clusters
  Score: Raw -5290390.408846 + Penalty 5185.315138 = -5285205.093707
  nChanged 1463
		SP:Iteration 4Q (3183.040000 sec): 3 clusters
  Score: Raw -5290928.637381 + Penalty 5185.315138 = -5285743.322242
  nChanged 1554
		SP:Iteration 5Q (3183.180000 sec): 3 clusters
  Score: Raw -5291589.909162 + Penalty 5185.315138 = -5286404.594023
  nChanged 1749
		SP:Iteration 6F (3183.320000 sec): 3 clusters
  Score: Raw -5292541.407988 + Penalty 5185.315138 = -5287356.092850
  nChanged 2042
		SP:Iteration 7F (3183.460000 sec): 3 clusters
  Score: Raw -5293809.729044 + Penalty 5185.315138 = -5288624.413905
  nChanged 2195
		SP:Iteration 8F (3183.600000 sec): 3 clusters
  Score: Raw -5295458.678075 + Penalty 5185.315138 = -5290273.362937
  nChanged 2095
		SP:Iteration 9F (3183.740000 sec): 3 clusters
  Score: Raw -5297218.073127 + Penalty 5185.315138 = -5292032.757989
  nChanged 1768
		SP:Iteration 10F (3183.880000 sec): 3 clusters
  Score: Raw -5298722.324211 + Penalty 5185.315138 = -5293537.009073
  nChanged 1257
		SP:Iteration 11Q (3184.020000 sec): 3 clusters
  Score: Raw -5299729.044650 + Penalty 5185.315138 = -5294543.729512
  nChanged 888
		SP:Iteration 12Q (3184.150000 sec): 3 clusters
  Score: Raw -5300300.749778 + Penalty 5185.315138 = -5295115.434639
  nChanged 604
		SP:Iteration 13Q (3184.280000 sec): 3 clusters
  Score: Raw -5300606.462585 + Penalty 5185.315138 = -5295421.147447
  nChanged 405
		SP:Iteration 14Q (3184.400000 sec): 3 clusters
  Score: Raw -5300777.218273 + Penalty 5185.315138 = -5295591.903135
  nChanged 329
		SP:Iteration 15Q (3184.520000 sec): 3 clusters
  Score: Raw -5300906.053288 + Penalty 5185.315138 = -5295720.738149
  nChanged 281
		SP:Iteration 16Q (3184.630000 sec): 3 clusters
  Score: Raw -5301007.398884 + Penalty 5185.315138 = -5295822.083746
  nChanged 233
		SP:Iteration 17Q (3184.750000 sec): 3 clusters
  Score: Raw -5301086.752001 + Penalty 5185.315138 = -5295901.436863
  nChanged 228
		SP:Iteration 18Q (3184.860000 sec): 3 clusters
  Score: Raw -5301163.850597 + Penalty 5185.315138 = -5295978.535459
  nChanged 217
		SP:Iteration 19Q (3184.980000 sec): 3 clusters
  Score: Raw -5301234.931883 + Penalty 5185.315138 = -5296049.616745
  nChanged 197
		SP:Iteration 20F (3185.120000 sec): 3 clusters
  Score: Raw -5301295.537841 + Penalty 5185.315138 = -5296110.222702
  nChanged 160
		SP:Iteration 21Q (3185.240000 sec): 3 clusters
  Score: Raw -5301342.505381 + Penalty 5185.315138 = -5296157.190242
  nChanged 139
		SP:Iteration 22Q (3185.350000 sec): 3 clusters
  Score: Raw -5301386.335779 + Penalty 5185.315138 = -5296201.020640
  nChanged 140
		SP:Iteration 23Q (3185.460000 sec): 3 clusters
  Score: Raw -5301429.245063 + Penalty 5185.315138 = -5296243.929924
  nChanged 135
		SP:Iteration 24Q (3185.580000 sec): 3 clusters
  Score: Raw -5301473.251097 + Penalty 5185.315138 = -5296287.935958
  nChanged 127
		SP:Iteration 25Q (3185.680000 sec): 3 clusters
  Score: Raw -5301520.977728 + Penalty 5185.315138 = -5296335.662589
  nChanged 129
		SP:Iteration 26Q (3185.790000 sec): 3 clusters
  Score: Raw -5301568.901188 + Penalty 5185.315138 = -5296383.586050
  nChanged 120
		SP:Iteration 27Q (3185.900000 sec): 3 clusters
  Score: Raw -5301608.438270 + Penalty 5185.315138 = -5296423.123131
  nChanged 114
		SP:Iteration 28Q (3186.010000 sec): 3 clusters
  Score: Raw -5301645.192272 + Penalty 5185.315138 = -5296459.877134
  nChanged 100
		SP:Iteration 29Q (3186.120000 sec): 3 clusters
  Score: Raw -5301678.370568 + Penalty 5185.315138 = -5296493.055430
  nChanged 88
		SP:Iteration 30Q (3186.230000 sec): 3 clusters
  Score: Raw -5301705.730803 + Penalty 5185.315138 = -5296520.415664
  nChanged 76
		SP:Iteration 31Q (3186.340000 sec): 3 clusters
  Score: Raw -5301727.761544 + Penalty 5185.315138 = -5296542.446406
  nChanged 66
		SP:Iteration 32Q (3186.440000 sec): 3 clusters
  Score: Raw -5301748.802669 + Penalty 5185.315138 = -5296563.487530
  nChanged 66
		SP:Iteration 33Q (3186.550000 sec): 3 clusters
  Score: Raw -5301771.978894 + Penalty 5185.315138 = -5296586.663755
  nChanged 69
		SP:Iteration 34Q (3186.650000 sec): 3 clusters
  Score: Raw -5301795.822299 + Penalty 5185.315138 = -5296610.507161
  nChanged 56
		SP:Iteration 35Q (3186.760000 sec): 3 clusters
  Score: Raw -5301815.853938 + Penalty 5185.315138 = -5296630.538800
  nChanged 67
		SP:Iteration 36Q (3186.860000 sec): 3 clusters
  Score: Raw -5301839.877323 + Penalty 5185.315138 = -5296654.562184
  nChanged 64
		SP:Iteration 37Q (3186.970000 sec): 3 clusters
  Score: Raw -5301866.791800 + Penalty 5185.315138 = -5296681.476661
  nChanged 57
		SP:Iteration 38Q (3187.080000 sec): 3 clusters
  Score: Raw -5301888.634188 + Penalty 5185.315138 = -5296703.319050
  nChanged 56
		SP:Iteration 39Q (3187.180000 sec): 3 clusters
  Score: Raw -5301910.885011 + Penalty 5185.315138 = -5296725.569873
  nChanged 54
		SP:Iteration 40F (3187.320000 sec): 3 clusters
  Score: Raw -5301931.030204 + Penalty 5185.315138 = -5296745.715066
  nChanged 36
		SP:Iteration 41Q (3187.420000 sec): 3 clusters
  Score: Raw -5301944.378877 + Penalty 5185.315138 = -5296759.063739
  nChanged 37
		SP:Iteration 42Q (3187.530000 sec): 3 clusters
  Score: Raw -5301958.439077 + Penalty 5185.315138 = -5296773.123939
  nChanged 33
		SP:Iteration 43Q (3187.630000 sec): 3 clusters
  Score: Raw -5301973.501006 + Penalty 5185.315138 = -5296788.185868
  nChanged 42
		SP:Iteration 44Q (3187.740000 sec): 3 clusters
  Score: Raw -5301989.740710 + Penalty 5185.315138 = -5296804.425572
  nChanged 38
		SP:Iteration 45Q (3187.840000 sec): 3 clusters
  Score: Raw -5302009.269973 + Penalty 5185.315138 = -5296823.954835
  nChanged 36
		SP:Iteration 46Q (3187.950000 sec): 3 clusters
  Score: Raw -5302025.880035 + Penalty 5185.315138 = -5296840.564897
  nChanged 39
		SP:Iteration 47Q (3188.060000 sec): 3 clusters
  Score: Raw -5302041.449389 + Penalty 5185.315138 = -5296856.134250
  nChanged 34
		SP:Iteration 48Q (3188.160000 sec): 3 clusters
  Score: Raw -5302053.643751 + Penalty 5185.315138 = -5296868.328612
  nChanged 27
		SP:Iteration 49Q (3188.260000 sec): 3 clusters
  Score: Raw -5302066.329538 + Penalty 5185.315138 = -5296881.014399
  nChanged 21
		SP:Iteration 50Q (3188.370000 sec): 3 clusters
  Score: Raw -5302074.531908 + Penalty 5185.315138 = -5296889.216770
  nChanged 16
		SP:Iteration 51Q (3188.470000 sec): 3 clusters
  Score: Raw -5302081.262311 + Penalty 5185.315138 = -5296895.947173
  nChanged 11
		SP:Iteration 52Q (3188.580000 sec): 3 clusters
  Score: Raw -5302084.452692 + Penalty 5185.315138 = -5296899.137553
  nChanged 12
		SP:Iteration 53Q (3188.680000 sec): 3 clusters
  Score: Raw -5302089.307391 + Penalty 5185.315138 = -5296903.992253
  nChanged 16
		SP:Iteration 54Q (3188.780000 sec): 3 clusters
  Score: Raw -5302096.278002 + Penalty 5185.315138 = -5296910.962863
  nChanged 11
		SP:Iteration 55Q (3188.880000 sec): 3 clusters
  Score: Raw -5302100.198307 + Penalty 5185.315138 = -5296914.883168
  nChanged 11
		SP:Iteration 56Q (3188.980000 sec): 3 clusters
  Score: Raw -5302104.108764 + Penalty 5185.315138 = -5296918.793625
  nChanged 10
		SP:Iteration 57Q (3189.080000 sec): 3 clusters
  Score: Raw -5302107.891880 + Penalty 5185.315138 = -5296922.576742
  nChanged 7
		SP:Iteration 58Q (3189.190000 sec): 3 clusters
  Score: Raw -5302109.748478 + Penalty 5185.315138 = -5296924.433339
  nChanged 7
		SP:Iteration 59Q (3189.290000 sec): 3 clusters
  Score: Raw -5302112.567483 + Penalty 5185.315138 = -5296927.252344
  nChanged 7
		SP:Iteration 60F (3189.430000 sec): 3 clusters
  Score: Raw -5302114.969164 + Penalty 5185.315138 = -5296929.654025
  nChanged 8
		SP:Iteration 61Q (3189.530000 sec): 3 clusters
  Score: Raw -5302118.383697 + Penalty 5185.315138 = -5296933.068559
  nChanged 6
		SP:Iteration 62Q (3189.630000 sec): 3 clusters
  Score: Raw -5302120.942231 + Penalty 5185.315138 = -5296935.627092
  nChanged 8
		SP:Iteration 63Q (3189.730000 sec): 3 clusters
  Score: Raw -5302123.929802 + Penalty 5185.315138 = -5296938.614663
  nChanged 7
		SP:Iteration 64Q (3189.830000 sec): 3 clusters
  Score: Raw -5302127.257813 + Penalty 5185.315138 = -5296941.942674
  nChanged 8
		SP:Iteration 65Q (3189.940000 sec): 3 clusters
  Score: Raw -5302130.547172 + Penalty 5185.315138 = -5296945.232033
  nChanged 7
		SP:Iteration 66Q (3190.030000 sec): 3 clusters
  Score: Raw -5302133.943778 + Penalty 5185.315138 = -5296948.628640
  nChanged 4
		SP:Iteration 67Q (3190.120000 sec): 3 clusters
  Score: Raw -5302135.795543 + Penalty 5185.315138 = -5296950.480405
  nChanged 8
		SP:Iteration 68Q (3190.210000 sec): 3 clusters
  Score: Raw -5302138.759317 + Penalty 5185.315138 = -5296953.444179
  nChanged 7
		SP:Iteration 69Q (3190.300000 sec): 3 clusters
  Score: Raw -5302141.375355 + Penalty 5185.315138 = -5296956.060216
  nChanged 1
		SP:Iteration 70Q (3190.390000 sec): 3 clusters
  Score: Raw -5302141.714056 + Penalty 5185.315138 = -5296956.398918
  nChanged 1
		SP:Iteration 71Q (3190.480000 sec): 3 clusters
  Score: Raw -5302142.368756 + Penalty 5185.315138 = -5296957.053617
  nChanged 4
		SP:Iteration 72Q (3190.570000 sec): 3 clusters
  Score: Raw -5302144.165403 + Penalty 5185.315138 = -5296958.850264
  nChanged 3
		SP:Iteration 73Q (3190.660000 sec): 3 clusters
  Score: Raw -5302145.287714 + Penalty 5185.315138 = -5296959.972575
  nChanged 2
		SP:Iteration 74Q (3190.760000 sec): 3 clusters
  Score: Raw -5302145.720713 + Penalty 5185.315138 = -5296960.405575
  nChanged 0
		SP:Iteration 75F (3190.880000 sec): 3 clusters
  Score: Raw -5302145.720713 + Penalty 5185.315138 = -5296960.405575
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 31 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3190.900000 sec): 2 clusters
  Score: Raw -27088.895071 + Penalty 1372.280593 = -25716.614478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3190.900000 sec): 3 clusters
  Score: Raw -27319.661017 + Penalty 2744.561186 = -24575.099830
  nChanged 39
		SP:Iteration 1F (3190.900000 sec): 3 clusters
  Score: Raw -27563.432117 + Penalty 2744.561186 = -24818.870931
  nChanged 19
		SP:Iteration 2F (3190.900000 sec): 3 clusters
  Score: Raw -27695.813864 + Penalty 2744.561186 = -24951.252678
  nChanged 5
		SP:Iteration 3Q (3190.900000 sec): 3 clusters
  Score: Raw -27710.591696 + Penalty 2744.561186 = -24966.030510
  nChanged 3
		SP:Iteration 4Q (3190.900000 sec): 3 clusters
  Score: Raw -27728.923722 + Penalty 2744.561186 = -24984.362535
  nChanged 2
		SP:Iteration 5Q (3190.900000 sec): 3 clusters
  Score: Raw -27736.735633 + Penalty 2744.561186 = -24992.174447
  nChanged 1
		SP:Iteration 6Q (3190.910000 sec): 3 clusters
  Score: Raw -27740.831277 + Penalty 2744.561186 = -24996.270091
  nChanged 0
		SP:Iteration 7F (3190.910000 sec): 3 clusters
  Score: Raw -27740.831277 + Penalty 2744.561186 = -24996.270091
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 32 (721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3190.910000 sec): 2 clusters
  Score: Raw -92353.119768 + Penalty 1631.998506 = -90721.121262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3190.920000 sec): 3 clusters
  Score: Raw -92284.702000 + Penalty 3263.997012 = -89020.704988
  nChanged 169
		SP:Iteration 1F (3190.920000 sec): 3 clusters
  Score: Raw -92624.284813 + Penalty 3263.997012 = -89360.287801
  nChanged 62
		SP:Iteration 2F (3190.920000 sec): 3 clusters
  Score: Raw -92810.749203 + Penalty 3263.997012 = -89546.752191
  nChanged 38
		SP:Iteration 3F (3190.920000 sec): 3 clusters
  Score: Raw -92892.832229 + Penalty 3263.997012 = -89628.835217
  nChanged 20
		SP:Iteration 4Q (3190.930000 sec): 3 clusters
  Score: Raw -92928.058061 + Penalty 3263.997012 = -89664.061049
  nChanged 15
		SP:Iteration 5Q (3190.930000 sec): 3 clusters
  Score: Raw -92957.656493 + Penalty 3263.997012 = -89693.659481
  nChanged 12
		SP:Iteration 6Q (3190.930000 sec): 3 clusters
  Score: Raw -92985.710289 + Penalty 3263.997012 = -89721.713277
  nChanged 6
		SP:Iteration 7Q (3190.930000 sec): 3 clusters
  Score: Raw -92998.710782 + Penalty 3263.997012 = -89734.713770
  nChanged 3
		SP:Iteration 8Q (3190.940000 sec): 3 clusters
  Score: Raw -93005.629921 + Penalty 3263.997012 = -89741.632909
  nChanged 4
		SP:Iteration 9Q (3190.940000 sec): 3 clusters
  Score: Raw -93011.680540 + Penalty 3263.997012 = -89747.683528
  nChanged 2
		SP:Iteration 10Q (3190.940000 sec): 3 clusters
  Score: Raw -93013.462410 + Penalty 3263.997012 = -89749.465398
  nChanged 2
		SP:Iteration 11Q (3190.940000 sec): 3 clusters
  Score: Raw -93017.262194 + Penalty 3263.997012 = -89753.265182
  nChanged 3
		SP:Iteration 12Q (3190.940000 sec): 3 clusters
  Score: Raw -93022.677905 + Penalty 3263.997012 = -89758.680893
  nChanged 3
		SP:Iteration 13Q (3190.950000 sec): 3 clusters
  Score: Raw -93032.109372 + Penalty 3263.997012 = -89768.112360
  nChanged 3
		SP:Iteration 14Q (3190.950000 sec): 3 clusters
  Score: Raw -93035.573332 + Penalty 3263.997012 = -89771.576320
  nChanged 0
		SP:Iteration 15F (3190.950000 sec): 3 clusters
  Score: Raw -93035.573332 + Penalty 3263.997012 = -89771.576320
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 33 (193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3190.960000 sec): 2 clusters
  Score: Raw -25068.601729 + Penalty 1305.147167 = -23763.454562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3190.960000 sec): 3 clusters
  Score: Raw -25542.384699 + Penalty 2610.294334 = -22932.090365
  nChanged 33
		SP:Iteration 1F (3190.960000 sec): 3 clusters
  Score: Raw -25756.232773 + Penalty 2610.294334 = -23145.938440
  nChanged 6
		SP:Iteration 2Q (3190.960000 sec): 3 clusters
  Score: Raw -25805.057306 + Penalty 2610.294334 = -23194.762972
  nChanged 2
		SP:Iteration 3Q (3190.960000 sec): 3 clusters
  Score: Raw -25818.917714 + Penalty 2610.294334 = -23208.623380
  nChanged 1
		SP:Iteration 4Q (3190.960000 sec): 3 clusters
  Score: Raw -25828.462665 + Penalty 2610.294334 = -23218.168331
  nChanged 1
		SP:Iteration 5Q (3190.960000 sec): 3 clusters
  Score: Raw -25834.689597 + Penalty 2610.294334 = -23224.395263
  nChanged 0
		SP:Iteration 6F (3190.960000 sec): 3 clusters
  Score: Raw -25834.689597 + Penalty 2610.294334 = -23224.395263
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 34 (929 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3190.970000 sec): 2 clusters
  Score: Raw -123238.451614 + Penalty 1694.858967 = -121543.592647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3190.970000 sec): 3 clusters
  Score: Raw -123052.750853 + Penalty 3389.717934 = -119663.032919
  nChanged 222
		SP:Iteration 1F (3190.970000 sec): 3 clusters
  Score: Raw -123343.614736 + Penalty 3389.717934 = -119953.896802
  nChanged 65
		SP:Iteration 2F (3190.980000 sec): 3 clusters
  Score: Raw -123445.642363 + Penalty 3389.717934 = -120055.924429
  nChanged 38
		SP:Iteration 3Q (3190.980000 sec): 3 clusters
  Score: Raw -123494.881767 + Penalty 3389.717934 = -120105.163833
  nChanged 13
		SP:Iteration 4Q (3190.980000 sec): 3 clusters
  Score: Raw -123509.622411 + Penalty 3389.717934 = -120119.904477
  nChanged 7
		SP:Iteration 5Q (3190.990000 sec): 3 clusters
  Score: Raw -123516.995610 + Penalty 3389.717934 = -120127.277676
  nChanged 4
		SP:Iteration 6Q (3190.990000 sec): 3 clusters
  Score: Raw -123523.908742 + Penalty 3389.717934 = -120134.190807
  nChanged 4
		SP:Iteration 7Q (3190.990000 sec): 3 clusters
  Score: Raw -123532.244862 + Penalty 3389.717934 = -120142.526928
  nChanged 5
		SP:Iteration 8Q (3191.000000 sec): 3 clusters
  Score: Raw -123541.749776 + Penalty 3389.717934 = -120152.031841
  nChanged 5
		SP:Iteration 9Q (3191.000000 sec): 3 clusters
  Score: Raw -123553.486040 + Penalty 3389.717934 = -120163.768106
  nChanged 9
		SP:Iteration 10Q (3191.000000 sec): 3 clusters
  Score: Raw -123567.284150 + Penalty 3389.717934 = -120177.566215
  nChanged 5
		SP:Iteration 11Q (3191.010000 sec): 3 clusters
  Score: Raw -123572.232770 + Penalty 3389.717934 = -120182.514836
  nChanged 1
		SP:Iteration 12Q (3191.010000 sec): 3 clusters
  Score: Raw -123572.664355 + Penalty 3389.717934 = -120182.946421
  nChanged 0
		SP:Iteration 13F (3191.010000 sec): 3 clusters
  Score: Raw -123572.664355 + Penalty 3389.717934 = -120182.946421
  nChanged 0
Iteration 219Q (3200.610000 sec): 35 clusters
  Score: Raw -117615865.977648 + Penalty 114739.327988 = -117501126.649660
  nChanged 7
Iteration 220F (3238.180000 sec): 35 clusters
  Score: Raw -117615866.238660 + Penalty 114739.327988 = -117501126.910672
  nChanged 11
Iteration 221Q (3248.080000 sec): 35 clusters
  Score: Raw -117615866.647276 + Penalty 114739.327988 = -117501127.319287
  nChanged 16
Iteration 222Q (3257.810000 sec): 35 clusters
  Score: Raw -117615867.541445 + Penalty 114739.327988 = -117501128.213457
  nChanged 17
Iteration 223Q (3267.620000 sec): 35 clusters
  Score: Raw -117615868.536285 + Penalty 114739.327988 = -117501129.208296
  nChanged 11
Iteration 224Q (3277.260000 sec): 35 clusters
  Score: Raw -117615868.950194 + Penalty 114739.327988 = -117501129.622206
  nChanged 8
Iteration 225Q (3286.890000 sec): 35 clusters
  Score: Raw -117615869.147456 + Penalty 114739.327988 = -117501129.819468
  nChanged 7
Iteration 226Q (3296.540000 sec): 35 clusters
  Score: Raw -117615869.268701 + Penalty 114739.327988 = -117501129.940713
  nChanged 10
Iteration 227Q (3306.230000 sec): 35 clusters
  Score: Raw -117615869.359701 + Penalty 114739.327988 = -117501130.031713
  nChanged 7
Iteration 228Q (3315.850000 sec): 35 clusters
  Score: Raw -117615869.399397 + Penalty 114739.327988 = -117501130.071409
  nChanged 6
Iteration 229Q (3325.480000 sec): 35 clusters
  Score: Raw -117615869.499726 + Penalty 114739.327988 = -117501130.171738
  nChanged 5
Iteration 230Q (3335.170000 sec): 35 clusters
  Score: Raw -117615869.636780 + Penalty 114739.327988 = -117501130.308792
  nChanged 5
Iteration 231Q (3344.770000 sec): 35 clusters
  Score: Raw -117615869.736357 + Penalty 114739.327988 = -117501130.408369
  nChanged 6
Iteration 232Q (3354.400000 sec): 35 clusters
  Score: Raw -117615869.845007 + Penalty 114739.327988 = -117501130.517019
  nChanged 4
Iteration 233Q (3364.010000 sec): 35 clusters
  Score: Raw -117615869.910864 + Penalty 114739.327988 = -117501130.582876
  nChanged 3
Iteration 234Q (3373.620000 sec): 35 clusters
  Score: Raw -117615869.935736 + Penalty 114739.327988 = -117501130.607748
  nChanged 1
Iteration 235Q (3383.230000 sec): 35 clusters
  Score: Raw -117615869.942608 + Penalty 114739.327988 = -117501130.614620
  nChanged 0
Iteration 236F (3420.140000 sec): 35 clusters
  Score: Raw -117615869.942608 + Penalty 114739.327988 = -117501130.614620
  nChanged 0
Compute initial score before splitting:   Score: Raw -117615869.942608 + Penalty 114739.327988 = -117501130.614620
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.170000 sec): 2 clusters
  Score: Raw -122761.033076 + Penalty 1666.315262 = -121094.717813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.180000 sec): 3 clusters
  Score: Raw -122645.430054 + Penalty 3332.630525 = -119312.799530
  nChanged 173
		SP:Iteration 1F (3420.180000 sec): 3 clusters
  Score: Raw -122877.408113 + Penalty 3332.630525 = -119544.777589
  nChanged 40
		SP:Iteration 2Q (3420.180000 sec): 3 clusters
  Score: Raw -122938.337654 + Penalty 3332.630525 = -119605.707130
  nChanged 15
		SP:Iteration 3Q (3420.180000 sec): 3 clusters
  Score: Raw -122960.065121 + Penalty 3332.630525 = -119627.434596
  nChanged 13
		SP:Iteration 4Q (3420.190000 sec): 3 clusters
  Score: Raw -122974.291775 + Penalty 3332.630525 = -119641.661250
  nChanged 7
		SP:Iteration 5Q (3420.190000 sec): 3 clusters
  Score: Raw -122986.752675 + Penalty 3332.630525 = -119654.122150
  nChanged 4
		SP:Iteration 6Q (3420.200000 sec): 3 clusters
  Score: Raw -122992.269353 + Penalty 3332.630525 = -119659.638829
  nChanged 3
		SP:Iteration 7Q (3420.200000 sec): 3 clusters
  Score: Raw -122995.526778 + Penalty 3332.630525 = -119662.896253
  nChanged 3
		SP:Iteration 8Q (3420.200000 sec): 3 clusters
  Score: Raw -122998.081392 + Penalty 3332.630525 = -119665.450868
  nChanged 1
		SP:Iteration 9Q (3420.200000 sec): 3 clusters
  Score: Raw -122999.362476 + Penalty 3332.630525 = -119666.731952
  nChanged 1
		SP:Iteration 10Q (3420.200000 sec): 3 clusters
  Score: Raw -123001.247659 + Penalty 3332.630525 = -119668.617135
  nChanged 1
		SP:Iteration 11Q (3420.210000 sec): 3 clusters
  Score: Raw -123002.165289 + Penalty 3332.630525 = -119669.534765
  nChanged 0
		SP:Iteration 12F (3420.210000 sec): 3 clusters
  Score: Raw -123002.165289 + Penalty 3332.630525 = -119669.534765
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.220000 sec): 2 clusters
  Score: Raw -179904.369306 + Penalty 1762.234960 = -178142.134345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.220000 sec): 3 clusters
  Score: Raw -179603.323166 + Penalty 3524.469920 = -176078.853246
  nChanged 333
		SP:Iteration 1F (3420.230000 sec): 3 clusters
  Score: Raw -179930.197931 + Penalty 3524.469920 = -176405.728011
  nChanged 75
		SP:Iteration 2F (3420.230000 sec): 3 clusters
  Score: Raw -180025.677266 + Penalty 3524.469920 = -176501.207346
  nChanged 37
		SP:Iteration 3Q (3420.240000 sec): 3 clusters
  Score: Raw -180079.445331 + Penalty 3524.469920 = -176554.975410
  nChanged 43
		SP:Iteration 4Q (3420.240000 sec): 3 clusters
  Score: Raw -180132.666730 + Penalty 3524.469920 = -176608.196809
  nChanged 18
		SP:Iteration 5Q (3420.240000 sec): 3 clusters
  Score: Raw -180151.437099 + Penalty 3524.469920 = -176626.967179
  nChanged 14
		SP:Iteration 6Q (3420.250000 sec): 3 clusters
  Score: Raw -180165.841137 + Penalty 3524.469920 = -176641.371216
  nChanged 12
		SP:Iteration 7Q (3420.250000 sec): 3 clusters
  Score: Raw -180178.096960 + Penalty 3524.469920 = -176653.627040
  nChanged 9
		SP:Iteration 8Q (3420.260000 sec): 3 clusters
  Score: Raw -180187.848037 + Penalty 3524.469920 = -176663.378117
  nChanged 10
		SP:Iteration 9Q (3420.260000 sec): 3 clusters
  Score: Raw -180196.040660 + Penalty 3524.469920 = -176671.570740
  nChanged 6
		SP:Iteration 10Q (3420.270000 sec): 3 clusters
  Score: Raw -180207.125606 + Penalty 3524.469920 = -176682.655686
  nChanged 8
		SP:Iteration 11Q (3420.270000 sec): 3 clusters
  Score: Raw -180214.085657 + Penalty 3524.469920 = -176689.615737
  nChanged 6
		SP:Iteration 12Q (3420.280000 sec): 3 clusters
  Score: Raw -180218.317790 + Penalty 3524.469920 = -176693.847869
  nChanged 4
		SP:Iteration 13Q (3420.280000 sec): 3 clusters
  Score: Raw -180223.737040 + Penalty 3524.469920 = -176699.267119
  nChanged 4
		SP:Iteration 14Q (3420.280000 sec): 3 clusters
  Score: Raw -180226.527400 + Penalty 3524.469920 = -176702.057480
  nChanged 2
		SP:Iteration 15Q (3420.290000 sec): 3 clusters
  Score: Raw -180227.372304 + Penalty 3524.469920 = -176702.902384
  nChanged 0
		SP:Iteration 16F (3420.290000 sec): 3 clusters
  Score: Raw -180227.372304 + Penalty 3524.469920 = -176702.902384
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.300000 sec): 2 clusters
  Score: Raw -22540.062065 + Penalty 1297.314937 = -21242.747128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.300000 sec): 3 clusters
  Score: Raw -22911.189100 + Penalty 2594.629874 = -20316.559226
  nChanged 20
		SP:Iteration 1F (3420.300000 sec): 3 clusters
  Score: Raw -22999.577004 + Penalty 2594.629874 = -20404.947131
  nChanged 11
		SP:Iteration 2F (3420.300000 sec): 3 clusters
  Score: Raw -23078.111543 + Penalty 2594.629874 = -20483.481669
  nChanged 8
		SP:Iteration 3Q (3420.300000 sec): 3 clusters
  Score: Raw -23167.721890 + Penalty 2594.629874 = -20573.092016
  nChanged 5
		SP:Iteration 4Q (3420.300000 sec): 3 clusters
  Score: Raw -23198.952773 + Penalty 2594.629874 = -20604.322899
  nChanged 3
		SP:Iteration 5Q (3420.300000 sec): 3 clusters
  Score: Raw -23240.109481 + Penalty 2594.629874 = -20645.479607
  nChanged 3
		SP:Iteration 6Q (3420.300000 sec): 3 clusters
  Score: Raw -23275.191724 + Penalty 2594.629874 = -20680.561850
  nChanged 1
		SP:Iteration 7Q (3420.300000 sec): 3 clusters
  Score: Raw -23281.837332 + Penalty 2594.629874 = -20687.207458
  nChanged 0
		SP:Iteration 8F (3420.300000 sec): 3 clusters
  Score: Raw -23281.837332 + Penalty 2594.629874 = -20687.207458
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (2808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.320000 sec): 2 clusters
  Score: Raw -412082.647571 + Penalty 1969.176486 = -410113.471085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.320000 sec): 3 clusters
  Score: Raw -410878.962460 + Penalty 3938.352972 = -406940.609489
  nChanged 981
		SP:Iteration 1F (3420.340000 sec): 3 clusters
  Score: Raw -411522.910814 + Penalty 3938.352972 = -407584.557842
  nChanged 217
		SP:Iteration 2F (3420.340000 sec): 3 clusters
  Score: Raw -411674.013899 + Penalty 3938.352972 = -407735.660927
  nChanged 133
		SP:Iteration 3Q (3420.360000 sec): 3 clusters
  Score: Raw -411760.806836 + Penalty 3938.352972 = -407822.453865
  nChanged 90
		SP:Iteration 4Q (3420.360000 sec): 3 clusters
  Score: Raw -411819.373875 + Penalty 3938.352972 = -407881.020904
  nChanged 62
		SP:Iteration 5Q (3420.380000 sec): 3 clusters
  Score: Raw -411863.535215 + Penalty 3938.352972 = -407925.182244
  nChanged 44
		SP:Iteration 6Q (3420.390000 sec): 3 clusters
  Score: Raw -411897.768409 + Penalty 3938.352972 = -407959.415438
  nChanged 60
		SP:Iteration 7Q (3420.400000 sec): 3 clusters
  Score: Raw -411940.816938 + Penalty 3938.352972 = -408002.463967
  nChanged 56
		SP:Iteration 8Q (3420.410000 sec): 3 clusters
  Score: Raw -411985.578471 + Penalty 3938.352972 = -408047.225500
  nChanged 37
		SP:Iteration 9Q (3420.420000 sec): 3 clusters
  Score: Raw -412007.941596 + Penalty 3938.352972 = -408069.588625
  nChanged 32
		SP:Iteration 10Q (3420.430000 sec): 3 clusters
  Score: Raw -412031.947643 + Penalty 3938.352972 = -408093.594671
  nChanged 35
		SP:Iteration 11Q (3420.440000 sec): 3 clusters
  Score: Raw -412056.916125 + Penalty 3938.352972 = -408118.563153
  nChanged 40
		SP:Iteration 12Q (3420.450000 sec): 3 clusters
  Score: Raw -412081.424133 + Penalty 3938.352972 = -408143.071162
  nChanged 28
		SP:Iteration 13Q (3420.460000 sec): 3 clusters
  Score: Raw -412095.988914 + Penalty 3938.352972 = -408157.635942
  nChanged 31
		SP:Iteration 14Q (3420.470000 sec): 3 clusters
  Score: Raw -412113.815815 + Penalty 3938.352972 = -408175.462843
  nChanged 22
		SP:Iteration 15Q (3420.480000 sec): 3 clusters
  Score: Raw -412125.901763 + Penalty 3938.352972 = -408187.548791
  nChanged 20
		SP:Iteration 16Q (3420.490000 sec): 3 clusters
  Score: Raw -412136.466859 + Penalty 3938.352972 = -408198.113887
  nChanged 19
		SP:Iteration 17Q (3420.500000 sec): 3 clusters
  Score: Raw -412147.950317 + Penalty 3938.352972 = -408209.597345
  nChanged 18
		SP:Iteration 18Q (3420.510000 sec): 3 clusters
  Score: Raw -412156.635064 + Penalty 3938.352972 = -408218.282092
  nChanged 19
		SP:Iteration 19Q (3420.520000 sec): 3 clusters
  Score: Raw -412167.338348 + Penalty 3938.352972 = -408228.985376
  nChanged 18
		SP:Iteration 20F (3420.530000 sec): 3 clusters
  Score: Raw -412177.353602 + Penalty 3938.352972 = -408239.000631
  nChanged 21
		SP:Iteration 21Q (3420.540000 sec): 3 clusters
  Score: Raw -412193.851156 + Penalty 3938.352972 = -408255.498185
  nChanged 31
		SP:Iteration 22Q (3420.550000 sec): 3 clusters
  Score: Raw -412216.641018 + Penalty 3938.352972 = -408278.288047
  nChanged 33
		SP:Iteration 23Q (3420.560000 sec): 3 clusters
  Score: Raw -412237.125598 + Penalty 3938.352972 = -408298.772627
  nChanged 33
		SP:Iteration 24Q (3420.570000 sec): 3 clusters
  Score: Raw -412258.900518 + Penalty 3938.352972 = -408320.547547
  nChanged 38
		SP:Iteration 25Q (3420.580000 sec): 3 clusters
  Score: Raw -412285.024765 + Penalty 3938.352972 = -408346.671794
  nChanged 45
		SP:Iteration 26Q (3420.590000 sec): 3 clusters
  Score: Raw -412323.968691 + Penalty 3938.352972 = -408385.615720
  nChanged 47
		SP:Iteration 27Q (3420.600000 sec): 3 clusters
  Score: Raw -412361.811861 + Penalty 3938.352972 = -408423.458890
  nChanged 46
		SP:Iteration 28Q (3420.610000 sec): 3 clusters
  Score: Raw -412399.782033 + Penalty 3938.352972 = -408461.429062
  nChanged 48
		SP:Iteration 29Q (3420.620000 sec): 3 clusters
  Score: Raw -412433.882800 + Penalty 3938.352972 = -408495.529828
  nChanged 47
		SP:Iteration 30Q (3420.630000 sec): 3 clusters
  Score: Raw -412479.151949 + Penalty 3938.352972 = -408540.798977
  nChanged 54
		SP:Iteration 31Q (3420.640000 sec): 3 clusters
  Score: Raw -412538.785790 + Penalty 3938.352972 = -408600.432819
  nChanged 61
		SP:Iteration 32Q (3420.650000 sec): 3 clusters
  Score: Raw -412604.141299 + Penalty 3938.352972 = -408665.788328
  nChanged 49
		SP:Iteration 33Q (3420.660000 sec): 3 clusters
  Score: Raw -412660.192628 + Penalty 3938.352972 = -408721.839656
  nChanged 56
		SP:Iteration 34Q (3420.670000 sec): 3 clusters
  Score: Raw -412732.021070 + Penalty 3938.352972 = -408793.668098
  nChanged 56
		SP:Iteration 35Q (3420.680000 sec): 3 clusters
  Score: Raw -412798.340756 + Penalty 3938.352972 = -408859.987785
  nChanged 48
		SP:Iteration 36Q (3420.690000 sec): 3 clusters
  Score: Raw -412841.298733 + Penalty 3938.352972 = -408902.945761
  nChanged 34
		SP:Iteration 37Q (3420.700000 sec): 3 clusters
  Score: Raw -412879.206992 + Penalty 3938.352972 = -408940.854020
  nChanged 29
		SP:Iteration 38Q (3420.700000 sec): 3 clusters
  Score: Raw -412904.458508 + Penalty 3938.352972 = -408966.105536
  nChanged 27
		SP:Iteration 39Q (3420.710000 sec): 3 clusters
  Score: Raw -412921.171364 + Penalty 3938.352972 = -408982.818392
  nChanged 17
		SP:Iteration 40F (3420.720000 sec): 3 clusters
  Score: Raw -412929.452375 + Penalty 3938.352972 = -408991.099404
  nChanged 10
		SP:Iteration 41Q (3420.730000 sec): 3 clusters
  Score: Raw -412934.361789 + Penalty 3938.352972 = -408996.008817
  nChanged 5
		SP:Iteration 42Q (3420.740000 sec): 3 clusters
  Score: Raw -412937.671397 + Penalty 3938.352972 = -408999.318425
  nChanged 3
		SP:Iteration 43Q (3420.750000 sec): 3 clusters
  Score: Raw -412939.841560 + Penalty 3938.352972 = -409001.488588
  nChanged 1
		SP:Iteration 44Q (3420.760000 sec): 3 clusters
  Score: Raw -412940.511943 + Penalty 3938.352972 = -409002.158972
  nChanged 1
		SP:Iteration 45Q (3420.770000 sec): 3 clusters
  Score: Raw -412940.968939 + Penalty 3938.352972 = -409002.615967
  nChanged 0
		SP:Iteration 46F (3420.780000 sec): 3 clusters
  Score: Raw -412940.968939 + Penalty 3938.352972 = -409002.615967
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.780000 sec): 2 clusters
  Score: Raw -77809.852459 + Penalty 1571.093454 = -76238.759005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.780000 sec): 3 clusters
  Score: Raw -77848.107947 + Penalty 3142.186909 = -74705.921038
  nChanged 114
		SP:Iteration 1F (3420.780000 sec): 3 clusters
  Score: Raw -78089.018923 + Penalty 3142.186909 = -74946.832015
  nChanged 38
		SP:Iteration 2F (3420.790000 sec): 3 clusters
  Score: Raw -78268.120227 + Penalty 3142.186909 = -75125.933318
  nChanged 37
		SP:Iteration 3F (3420.790000 sec): 3 clusters
  Score: Raw -78407.084374 + Penalty 3142.186909 = -75264.897466
  nChanged 33
		SP:Iteration 4F (3420.790000 sec): 3 clusters
  Score: Raw -78599.089868 + Penalty 3142.186909 = -75456.902959
  nChanged 23
		SP:Iteration 5Q (3420.800000 sec): 3 clusters
  Score: Raw -78690.222806 + Penalty 3142.186909 = -75548.035897
  nChanged 19
		SP:Iteration 6Q (3420.800000 sec): 3 clusters
  Score: Raw -78757.835730 + Penalty 3142.186909 = -75615.648821
  nChanged 11
		SP:Iteration 7Q (3420.800000 sec): 3 clusters
  Score: Raw -78801.014146 + Penalty 3142.186909 = -75658.827237
  nChanged 5
		SP:Iteration 8Q (3420.800000 sec): 3 clusters
  Score: Raw -78829.674349 + Penalty 3142.186909 = -75687.487440
  nChanged 7
		SP:Iteration 9Q (3420.800000 sec): 3 clusters
  Score: Raw -78876.170291 + Penalty 3142.186909 = -75733.983383
  nChanged 5
		SP:Iteration 10Q (3420.800000 sec): 3 clusters
  Score: Raw -78905.724082 + Penalty 3142.186909 = -75763.537174
  nChanged 1
		SP:Iteration 11Q (3420.800000 sec): 3 clusters
  Score: Raw -78908.263185 + Penalty 3142.186909 = -75766.076277
  nChanged 0
		SP:Iteration 12F (3420.810000 sec): 3 clusters
  Score: Raw -78908.263185 + Penalty 3142.186909 = -75766.076277
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.870000 sec): 2 clusters
  Score: Raw -2463886.960096 + Penalty 2427.429105 = -2461459.530991
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.930000 sec): 3 clusters
  Score: Raw -2453588.674399 + Penalty 4854.858209 = -2448733.816190
  nChanged 7811
		SP:Iteration 1F (3421.000000 sec): 3 clusters
  Score: Raw -2457773.599292 + Penalty 4854.858209 = -2452918.741083
  nChanged 1167
		SP:Iteration 2F (3421.060000 sec): 3 clusters
  Score: Raw -2458361.645853 + Penalty 4854.858209 = -2453506.787644
  nChanged 1075
		SP:Iteration 3F (3421.130000 sec): 3 clusters
  Score: Raw -2458900.312540 + Penalty 4854.858209 = -2454045.454331
  nChanged 968
		SP:Iteration 4F (3421.190000 sec): 3 clusters
  Score: Raw -2459443.276565 + Penalty 4854.858209 = -2454588.418356
  nChanged 924
		SP:Iteration 5F (3421.260000 sec): 3 clusters
  Score: Raw -2459980.422220 + Penalty 4854.858209 = -2455125.564011
  nChanged 920
		SP:Iteration 6F (3421.320000 sec): 3 clusters
  Score: Raw -2460517.715230 + Penalty 4854.858209 = -2455662.857021
  nChanged 902
		SP:Iteration 7F (3421.380000 sec): 3 clusters
  Score: Raw -2461061.964731 + Penalty 4854.858209 = -2456207.106522
  nChanged 851
		SP:Iteration 8Q (3421.450000 sec): 3 clusters
  Score: Raw -2461562.267829 + Penalty 4854.858209 = -2456707.409620
  nChanged 738
		SP:Iteration 9Q (3421.510000 sec): 3 clusters
  Score: Raw -2461972.363026 + Penalty 4854.858209 = -2457117.504817
  nChanged 669
		SP:Iteration 10Q (3421.580000 sec): 3 clusters
  Score: Raw -2462308.148417 + Penalty 4854.858209 = -2457453.290208
  nChanged 528
		SP:Iteration 11Q (3421.640000 sec): 3 clusters
  Score: Raw -2462553.907843 + Penalty 4854.858209 = -2457699.049634
  nChanged 426
		SP:Iteration 12Q (3421.700000 sec): 3 clusters
  Score: Raw -2462714.232038 + Penalty 4854.858209 = -2457859.373829
  nChanged 336
		SP:Iteration 13Q (3421.760000 sec): 3 clusters
  Score: Raw -2462827.919523 + Penalty 4854.858209 = -2457973.061314
  nChanged 251
		SP:Iteration 14Q (3421.830000 sec): 3 clusters
  Score: Raw -2462907.918345 + Penalty 4854.858209 = -2458053.060136
  nChanged 231
		SP:Iteration 15Q (3421.890000 sec): 3 clusters
  Score: Raw -2462980.741534 + Penalty 4854.858209 = -2458125.883325
  nChanged 206
		SP:Iteration 16Q (3421.950000 sec): 3 clusters
  Score: Raw -2463041.140219 + Penalty 4854.858209 = -2458186.282010
  nChanged 183
		SP:Iteration 17Q (3422.010000 sec): 3 clusters
  Score: Raw -2463091.709847 + Penalty 4854.858209 = -2458236.851638
  nChanged 159
		SP:Iteration 18Q (3422.070000 sec): 3 clusters
  Score: Raw -2463134.158612 + Penalty 4854.858209 = -2458279.300403
  nChanged 151
		SP:Iteration 19Q (3422.140000 sec): 3 clusters
  Score: Raw -2463175.259497 + Penalty 4854.858209 = -2458320.401288
  nChanged 161
		SP:Iteration 20F (3422.200000 sec): 3 clusters
  Score: Raw -2463216.617670 + Penalty 4854.858209 = -2458361.759461
  nChanged 134
		SP:Iteration 21Q (3422.260000 sec): 3 clusters
  Score: Raw -2463252.617665 + Penalty 4854.858209 = -2458397.759456
  nChanged 129
		SP:Iteration 22Q (3422.320000 sec): 3 clusters
  Score: Raw -2463286.020388 + Penalty 4854.858209 = -2458431.162179
  nChanged 139
		SP:Iteration 23Q (3422.380000 sec): 3 clusters
  Score: Raw -2463320.279652 + Penalty 4854.858209 = -2458465.421443
  nChanged 147
		SP:Iteration 24Q (3422.440000 sec): 3 clusters
  Score: Raw -2463360.198395 + Penalty 4854.858209 = -2458505.340186
  nChanged 145
		SP:Iteration 25Q (3422.500000 sec): 3 clusters
  Score: Raw -2463398.983691 + Penalty 4854.858209 = -2458544.125482
  nChanged 140
		SP:Iteration 26Q (3422.560000 sec): 3 clusters
  Score: Raw -2463440.960849 + Penalty 4854.858209 = -2458586.102640
  nChanged 157
		SP:Iteration 27Q (3422.620000 sec): 3 clusters
  Score: Raw -2463489.889908 + Penalty 4854.858209 = -2458635.031699
  nChanged 160
		SP:Iteration 28Q (3422.680000 sec): 3 clusters
  Score: Raw -2463535.389574 + Penalty 4854.858209 = -2458680.531365
  nChanged 147
		SP:Iteration 29Q (3422.740000 sec): 3 clusters
  Score: Raw -2463574.330432 + Penalty 4854.858209 = -2458719.472223
  nChanged 132
		SP:Iteration 30Q (3422.800000 sec): 3 clusters
  Score: Raw -2463609.646370 + Penalty 4854.858209 = -2458754.788161
  nChanged 127
		SP:Iteration 31Q (3422.860000 sec): 3 clusters
  Score: Raw -2463638.715614 + Penalty 4854.858209 = -2458783.857405
  nChanged 98
		SP:Iteration 32Q (3422.920000 sec): 3 clusters
  Score: Raw -2463657.031145 + Penalty 4854.858209 = -2458802.172936
  nChanged 90
		SP:Iteration 33Q (3422.980000 sec): 3 clusters
  Score: Raw -2463675.379151 + Penalty 4854.858209 = -2458820.520942
  nChanged 95
		SP:Iteration 34Q (3423.040000 sec): 3 clusters
  Score: Raw -2463697.442015 + Penalty 4854.858209 = -2458842.583806
  nChanged 106
		SP:Iteration 35Q (3423.100000 sec): 3 clusters
  Score: Raw -2463726.031549 + Penalty 4854.858209 = -2458871.173340
  nChanged 97
		SP:Iteration 36Q (3423.160000 sec): 3 clusters
  Score: Raw -2463750.944884 + Penalty 4854.858209 = -2458896.086675
  nChanged 108
		SP:Iteration 37Q (3423.220000 sec): 3 clusters
  Score: Raw -2463778.055074 + Penalty 4854.858209 = -2458923.196865
  nChanged 94
		SP:Iteration 38Q (3423.270000 sec): 3 clusters
  Score: Raw -2463799.009675 + Penalty 4854.858209 = -2458944.151466
  nChanged 91
		SP:Iteration 39Q (3423.330000 sec): 3 clusters
  Score: Raw -2463816.185228 + Penalty 4854.858209 = -2458961.327019
  nChanged 71
		SP:Iteration 40F (3423.400000 sec): 3 clusters
  Score: Raw -2463831.016840 + Penalty 4854.858209 = -2458976.158631
  nChanged 75
		SP:Iteration 41Q (3423.450000 sec): 3 clusters
  Score: Raw -2463849.383773 + Penalty 4854.858209 = -2458994.525564
  nChanged 87
		SP:Iteration 42Q (3423.510000 sec): 3 clusters
  Score: Raw -2463871.487544 + Penalty 4854.858209 = -2459016.629335
  nChanged 95
		SP:Iteration 43Q (3423.570000 sec): 3 clusters
  Score: Raw -2463894.569074 + Penalty 4854.858209 = -2459039.710865
  nChanged 95
		SP:Iteration 44Q (3423.630000 sec): 3 clusters
  Score: Raw -2463917.920073 + Penalty 4854.858209 = -2459063.061864
  nChanged 88
		SP:Iteration 45Q (3423.680000 sec): 3 clusters
  Score: Raw -2463936.588206 + Penalty 4854.858209 = -2459081.729997
  nChanged 75
		SP:Iteration 46Q (3423.740000 sec): 3 clusters
  Score: Raw -2463953.833448 + Penalty 4854.858209 = -2459098.975239
  nChanged 87
		SP:Iteration 47Q (3423.800000 sec): 3 clusters
  Score: Raw -2463970.889311 + Penalty 4854.858209 = -2459116.031101
  nChanged 69
		SP:Iteration 48Q (3423.860000 sec): 3 clusters
  Score: Raw -2463986.388303 + Penalty 4854.858209 = -2459131.530094
  nChanged 67
		SP:Iteration 49Q (3423.920000 sec): 3 clusters
  Score: Raw -2463999.801935 + Penalty 4854.858209 = -2459144.943725
  nChanged 65
		SP:Iteration 50Q (3423.970000 sec): 3 clusters
  Score: Raw -2464012.454892 + Penalty 4854.858209 = -2459157.596683
  nChanged 57
		SP:Iteration 51Q (3424.030000 sec): 3 clusters
  Score: Raw -2464022.106246 + Penalty 4854.858209 = -2459167.248037
  nChanged 51
		SP:Iteration 52Q (3424.090000 sec): 3 clusters
  Score: Raw -2464031.855153 + Penalty 4854.858209 = -2459176.996944
  nChanged 51
		SP:Iteration 53Q (3424.140000 sec): 3 clusters
  Score: Raw -2464041.214172 + Penalty 4854.858209 = -2459186.355963
  nChanged 54
		SP:Iteration 54Q (3424.200000 sec): 3 clusters
  Score: Raw -2464049.786462 + Penalty 4854.858209 = -2459194.928253
  nChanged 51
		SP:Iteration 55Q (3424.260000 sec): 3 clusters
  Score: Raw -2464060.432182 + Penalty 4854.858209 = -2459205.573973
  nChanged 53
		SP:Iteration 56Q (3424.320000 sec): 3 clusters
  Score: Raw -2464070.377991 + Penalty 4854.858209 = -2459215.519781
  nChanged 51
		SP:Iteration 57Q (3424.370000 sec): 3 clusters
  Score: Raw -2464080.003171 + Penalty 4854.858209 = -2459225.144962
  nChanged 44
		SP:Iteration 58Q (3424.430000 sec): 3 clusters
  Score: Raw -2464087.915686 + Penalty 4854.858209 = -2459233.057477
  nChanged 49
		SP:Iteration 59Q (3424.480000 sec): 3 clusters
  Score: Raw -2464097.157740 + Penalty 4854.858209 = -2459242.299531
  nChanged 51
		SP:Iteration 60F (3424.550000 sec): 3 clusters
  Score: Raw -2464108.724008 + Penalty 4854.858209 = -2459253.865799
  nChanged 55
		SP:Iteration 61Q (3424.600000 sec): 3 clusters
  Score: Raw -2464121.327617 + Penalty 4854.858209 = -2459266.469408
  nChanged 53
		SP:Iteration 62Q (3424.660000 sec): 3 clusters
  Score: Raw -2464131.662131 + Penalty 4854.858209 = -2459276.803922
  nChanged 51
		SP:Iteration 63Q (3424.720000 sec): 3 clusters
  Score: Raw -2464143.570257 + Penalty 4854.858209 = -2459288.712048
  nChanged 60
		SP:Iteration 64Q (3424.770000 sec): 3 clusters
  Score: Raw -2464158.203564 + Penalty 4854.858209 = -2459303.345355
  nChanged 52
		SP:Iteration 65Q (3424.830000 sec): 3 clusters
  Score: Raw -2464172.619893 + Penalty 4854.858209 = -2459317.761684
  nChanged 70
		SP:Iteration 66Q (3424.880000 sec): 3 clusters
  Score: Raw -2464191.133101 + Penalty 4854.858209 = -2459336.274892
  nChanged 63
		SP:Iteration 67Q (3424.940000 sec): 3 clusters
  Score: Raw -2464206.308459 + Penalty 4854.858209 = -2459351.450250
  nChanged 64
		SP:Iteration 68Q (3425.000000 sec): 3 clusters
  Score: Raw -2464219.340297 + Penalty 4854.858209 = -2459364.482088
  nChanged 55
		SP:Iteration 69Q (3425.050000 sec): 3 clusters
  Score: Raw -2464228.984852 + Penalty 4854.858209 = -2459374.126643
  nChanged 46
		SP:Iteration 70Q (3425.110000 sec): 3 clusters
  Score: Raw -2464238.402243 + Penalty 4854.858209 = -2459383.544034
  nChanged 52
		SP:Iteration 71Q (3425.170000 sec): 3 clusters
  Score: Raw -2464249.928425 + Penalty 4854.858209 = -2459395.070216
  nChanged 41
		SP:Iteration 72Q (3425.220000 sec): 3 clusters
  Score: Raw -2464257.934315 + Penalty 4854.858209 = -2459403.076106
  nChanged 40
		SP:Iteration 73Q (3425.280000 sec): 3 clusters
  Score: Raw -2464266.141585 + Penalty 4854.858209 = -2459411.283376
  nChanged 49
		SP:Iteration 74Q (3425.330000 sec): 3 clusters
  Score: Raw -2464279.010354 + Penalty 4854.858209 = -2459424.152145
  nChanged 54
		SP:Iteration 75Q (3425.390000 sec): 3 clusters
  Score: Raw -2464295.342915 + Penalty 4854.858209 = -2459440.484706
  nChanged 63
		SP:Iteration 76Q (3425.440000 sec): 3 clusters
  Score: Raw -2464312.489974 + Penalty 4854.858209 = -2459457.631765
  nChanged 56
		SP:Iteration 77Q (3425.500000 sec): 3 clusters
  Score: Raw -2464327.452248 + Penalty 4854.858209 = -2459472.594039
  nChanged 57
		SP:Iteration 78Q (3425.550000 sec): 3 clusters
  Score: Raw -2464341.498239 + Penalty 4854.858209 = -2459486.640030
  nChanged 58
		SP:Iteration 79Q (3425.610000 sec): 3 clusters
  Score: Raw -2464355.459373 + Penalty 4854.858209 = -2459500.601164
  nChanged 54
		SP:Iteration 80F (3425.670000 sec): 3 clusters
  Score: Raw -2464367.757045 + Penalty 4854.858209 = -2459512.898835
  nChanged 49
		SP:Iteration 81Q (3425.720000 sec): 3 clusters
  Score: Raw -2464380.915800 + Penalty 4854.858209 = -2459526.057591
  nChanged 57
		SP:Iteration 82Q (3425.780000 sec): 3 clusters
  Score: Raw -2464395.155288 + Penalty 4854.858209 = -2459540.297079
  nChanged 56
		SP:Iteration 83Q (3425.830000 sec): 3 clusters
  Score: Raw -2464407.952114 + Penalty 4854.858209 = -2459553.093905
  nChanged 56
		SP:Iteration 84Q (3425.890000 sec): 3 clusters
  Score: Raw -2464420.868008 + Penalty 4854.858209 = -2459566.009799
  nChanged 51
		SP:Iteration 85Q (3425.940000 sec): 3 clusters
  Score: Raw -2464433.877070 + Penalty 4854.858209 = -2459579.018861
  nChanged 53
		SP:Iteration 86Q (3426.000000 sec): 3 clusters
  Score: Raw -2464446.130163 + Penalty 4854.858209 = -2459591.271954
  nChanged 52
		SP:Iteration 87Q (3426.050000 sec): 3 clusters
  Score: Raw -2464458.926104 + Penalty 4854.858209 = -2459604.067894
  nChanged 52
		SP:Iteration 88Q (3426.100000 sec): 3 clusters
  Score: Raw -2464475.717603 + Penalty 4854.858209 = -2459620.859394
  nChanged 76
		SP:Iteration 89Q (3426.160000 sec): 3 clusters
  Score: Raw -2464498.757694 + Penalty 4854.858209 = -2459643.899485
  nChanged 69
		SP:Iteration 90Q (3426.210000 sec): 3 clusters
  Score: Raw -2464518.495308 + Penalty 4854.858209 = -2459663.637099
  nChanged 65
		SP:Iteration 91Q (3426.260000 sec): 3 clusters
  Score: Raw -2464538.074455 + Penalty 4854.858209 = -2459683.216246
  nChanged 69
		SP:Iteration 92Q (3426.320000 sec): 3 clusters
  Score: Raw -2464560.986921 + Penalty 4854.858209 = -2459706.128712
  nChanged 71
		SP:Iteration 93Q (3426.370000 sec): 3 clusters
  Score: Raw -2464582.803571 + Penalty 4854.858209 = -2459727.945362
  nChanged 54
		SP:Iteration 94Q (3426.420000 sec): 3 clusters
  Score: Raw -2464598.040306 + Penalty 4854.858209 = -2459743.182097
  nChanged 59
		SP:Iteration 95Q (3426.480000 sec): 3 clusters
  Score: Raw -2464615.255977 + Penalty 4854.858209 = -2459760.397768
  nChanged 59
		SP:Iteration 96Q (3426.530000 sec): 3 clusters
  Score: Raw -2464631.497402 + Penalty 4854.858209 = -2459776.639193
  nChanged 54
		SP:Iteration 97Q (3426.580000 sec): 3 clusters
  Score: Raw -2464645.390789 + Penalty 4854.858209 = -2459790.532579
  nChanged 47
		SP:Iteration 98Q (3426.640000 sec): 3 clusters
  Score: Raw -2464659.432070 + Penalty 4854.858209 = -2459804.573861
  nChanged 55
		SP:Iteration 99Q (3426.690000 sec): 3 clusters
  Score: Raw -2464674.179313 + Penalty 4854.858209 = -2459819.321104
  nChanged 55
		SP:Iteration 100F (3426.750000 sec): 3 clusters
  Score: Raw -2464688.747474 + Penalty 4854.858209 = -2459833.889264
  nChanged 43
		SP:Iteration 101Q (3426.800000 sec): 3 clusters
  Score: Raw -2464703.330554 + Penalty 4854.858209 = -2459848.472344
  nChanged 41
		SP:Iteration 102Q (3426.860000 sec): 3 clusters
  Score: Raw -2464714.900172 + Penalty 4854.858209 = -2459860.041963
  nChanged 31
		SP:Iteration 103Q (3426.910000 sec): 3 clusters
  Score: Raw -2464722.238837 + Penalty 4854.858209 = -2459867.380628
  nChanged 23
		SP:Iteration 104Q (3426.960000 sec): 3 clusters
  Score: Raw -2464727.379130 + Penalty 4854.858209 = -2459872.520921
  nChanged 27
		SP:Iteration 105Q (3427.010000 sec): 3 clusters
  Score: Raw -2464735.077484 + Penalty 4854.858209 = -2459880.219275
  nChanged 31
		SP:Iteration 106Q (3427.060000 sec): 3 clusters
  Score: Raw -2464744.142391 + Penalty 4854.858209 = -2459889.284182
  nChanged 33
		SP:Iteration 107Q (3427.110000 sec): 3 clusters
  Score: Raw -2464752.825024 + Penalty 4854.858209 = -2459897.966815
  nChanged 28
		SP:Iteration 108Q (3427.160000 sec): 3 clusters
  Score: Raw -2464759.832410 + Penalty 4854.858209 = -2459904.974201
  nChanged 25
		SP:Iteration 109Q (3427.220000 sec): 3 clusters
  Score: Raw -2464768.114426 + Penalty 4854.858209 = -2459913.256217
  nChanged 23
		SP:Iteration 110Q (3427.270000 sec): 3 clusters
  Score: Raw -2464773.939943 + Penalty 4854.858209 = -2459919.081734
  nChanged 21
		SP:Iteration 111Q (3427.320000 sec): 3 clusters
  Score: Raw -2464778.506593 + Penalty 4854.858209 = -2459923.648383
  nChanged 13
		SP:Iteration 112Q (3427.370000 sec): 3 clusters
  Score: Raw -2464781.366139 + Penalty 4854.858209 = -2459926.507930
  nChanged 13
		SP:Iteration 113Q (3427.420000 sec): 3 clusters
  Score: Raw -2464784.803172 + Penalty 4854.858209 = -2459929.944963
  nChanged 13
		SP:Iteration 114Q (3427.470000 sec): 3 clusters
  Score: Raw -2464788.204886 + Penalty 4854.858209 = -2459933.346677
  nChanged 15
		SP:Iteration 115Q (3427.520000 sec): 3 clusters
  Score: Raw -2464790.829382 + Penalty 4854.858209 = -2459935.971172
  nChanged 7
		SP:Iteration 116Q (3427.570000 sec): 3 clusters
  Score: Raw -2464792.319846 + Penalty 4854.858209 = -2459937.461637
  nChanged 9
		SP:Iteration 117Q (3427.620000 sec): 3 clusters
  Score: Raw -2464794.162919 + Penalty 4854.858209 = -2459939.304710
  nChanged 14
		SP:Iteration 118Q (3427.670000 sec): 3 clusters
  Score: Raw -2464797.980539 + Penalty 4854.858209 = -2459943.122330
  nChanged 12
		SP:Iteration 119Q (3427.720000 sec): 3 clusters
  Score: Raw -2464800.694763 + Penalty 4854.858209 = -2459945.836554
  nChanged 9
		SP:Iteration 120F (3427.790000 sec): 3 clusters
  Score: Raw -2464802.107640 + Penalty 4854.858209 = -2459947.249431
  nChanged 5
		SP:Iteration 121Q (3427.840000 sec): 3 clusters
  Score: Raw -2464802.880509 + Penalty 4854.858209 = -2459948.022300
  nChanged 7
		SP:Iteration 122Q (3427.890000 sec): 3 clusters
  Score: Raw -2464803.960904 + Penalty 4854.858209 = -2459949.102695
  nChanged 4
		SP:Iteration 123Q (3427.940000 sec): 3 clusters
  Score: Raw -2464804.475122 + Penalty 4854.858209 = -2459949.616913
  nChanged 5
		SP:Iteration 124Q (3427.990000 sec): 3 clusters
  Score: Raw -2464805.221668 + Penalty 4854.858209 = -2459950.363459
  nChanged 4
		SP:Iteration 125Q (3428.040000 sec): 3 clusters
  Score: Raw -2464806.153092 + Penalty 4854.858209 = -2459951.294883
  nChanged 3
		SP:Iteration 126Q (3428.100000 sec): 3 clusters
  Score: Raw -2464807.200592 + Penalty 4854.858209 = -2459952.342383
  nChanged 5
		SP:Iteration 127Q (3428.140000 sec): 3 clusters
  Score: Raw -2464808.847211 + Penalty 4854.858209 = -2459953.989002
  nChanged 5
		SP:Iteration 128Q (3428.200000 sec): 3 clusters
  Score: Raw -2464809.674428 + Penalty 4854.858209 = -2459954.816219
  nChanged 4
		SP:Iteration 129Q (3428.250000 sec): 3 clusters
  Score: Raw -2464811.296599 + Penalty 4854.858209 = -2459956.438390
  nChanged 7
		SP:Iteration 130Q (3428.300000 sec): 3 clusters
  Score: Raw -2464812.902632 + Penalty 4854.858209 = -2459958.044423
  nChanged 7
		SP:Iteration 131Q (3428.350000 sec): 3 clusters
  Score: Raw -2464814.518844 + Penalty 4854.858209 = -2459959.660635
  nChanged 6
		SP:Iteration 132Q (3428.400000 sec): 3 clusters
  Score: Raw -2464815.560953 + Penalty 4854.858209 = -2459960.702744
  nChanged 5
		SP:Iteration 133Q (3428.450000 sec): 3 clusters
  Score: Raw -2464816.593693 + Penalty 4854.858209 = -2459961.735484
  nChanged 8
		SP:Iteration 134Q (3428.500000 sec): 3 clusters
  Score: Raw -2464818.089175 + Penalty 4854.858209 = -2459963.230966
  nChanged 2
		SP:Iteration 135Q (3428.550000 sec): 3 clusters
  Score: Raw -2464818.283506 + Penalty 4854.858209 = -2459963.425297
  nChanged 2
		SP:Iteration 136Q (3428.600000 sec): 3 clusters
  Score: Raw -2464818.666485 + Penalty 4854.858209 = -2459963.808276
  nChanged 2
		SP:Iteration 137Q (3428.650000 sec): 3 clusters
  Score: Raw -2464819.236051 + Penalty 4854.858209 = -2459964.377842
  nChanged 3
		SP:Iteration 138Q (3428.700000 sec): 3 clusters
  Score: Raw -2464819.760031 + Penalty 4854.858209 = -2459964.901822
  nChanged 2
		SP:Iteration 139Q (3428.750000 sec): 3 clusters
  Score: Raw -2464820.103783 + Penalty 4854.858209 = -2459965.245574
  nChanged 3
		SP:Iteration 140F (3428.820000 sec): 3 clusters
  Score: Raw -2464820.599183 + Penalty 4854.858209 = -2459965.740974
  nChanged 4
		SP:Iteration 141Q (3428.870000 sec): 3 clusters
  Score: Raw -2464821.529321 + Penalty 4854.858209 = -2459966.671112
  nChanged 4
		SP:Iteration 142Q (3428.920000 sec): 3 clusters
  Score: Raw -2464822.297251 + Penalty 4854.858209 = -2459967.439042
  nChanged 3
		SP:Iteration 143Q (3428.970000 sec): 3 clusters
  Score: Raw -2464823.118878 + Penalty 4854.858209 = -2459968.260669
  nChanged 2
		SP:Iteration 144Q (3429.020000 sec): 3 clusters
  Score: Raw -2464823.469783 + Penalty 4854.858209 = -2459968.611574
  nChanged 1
		SP:Iteration 145Q (3429.070000 sec): 3 clusters
  Score: Raw -2464823.592500 + Penalty 4854.858209 = -2459968.734291
  nChanged 1
		SP:Iteration 146Q (3429.120000 sec): 3 clusters
  Score: Raw -2464823.832075 + Penalty 4854.858209 = -2459968.973866
  nChanged 0
		SP:Iteration 147F (3429.190000 sec): 3 clusters
  Score: Raw -2464823.832075 + Penalty 4854.858209 = -2459968.973866
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3429.210000 sec): 2 clusters
  Score: Raw -1055439.629180 + Penalty 2202.454175 = -1053237.175005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3429.240000 sec): 3 clusters
  Score: Raw -1051834.624004 + Penalty 4404.908350 = -1047429.715654
  nChanged 2833
		SP:Iteration 1F (3429.270000 sec): 3 clusters
  Score: Raw -1053338.536097 + Penalty 4404.908350 = -1048933.627747
  nChanged 478
		SP:Iteration 2F (3429.290000 sec): 3 clusters
  Score: Raw -1053576.438278 + Penalty 4404.908350 = -1049171.529928
  nChanged 360
		SP:Iteration 3F (3429.320000 sec): 3 clusters
  Score: Raw -1053750.384130 + Penalty 4404.908350 = -1049345.475779
  nChanged 291
		SP:Iteration 4Q (3429.350000 sec): 3 clusters
  Score: Raw -1053893.618892 + Penalty 4404.908350 = -1049488.710541
  nChanged 245
		SP:Iteration 5Q (3429.370000 sec): 3 clusters
  Score: Raw -1054009.059826 + Penalty 4404.908350 = -1049604.151475
  nChanged 203
		SP:Iteration 6Q (3429.400000 sec): 3 clusters
  Score: Raw -1054094.129438 + Penalty 4404.908350 = -1049689.221087
  nChanged 173
		SP:Iteration 7Q (3429.420000 sec): 3 clusters
  Score: Raw -1054167.479230 + Penalty 4404.908350 = -1049762.570880
  nChanged 155
		SP:Iteration 8Q (3429.450000 sec): 3 clusters
  Score: Raw -1054238.751187 + Penalty 4404.908350 = -1049833.842837
  nChanged 152
		SP:Iteration 9Q (3429.470000 sec): 3 clusters
  Score: Raw -1054311.975660 + Penalty 4404.908350 = -1049907.067309
  nChanged 155
		SP:Iteration 10Q (3429.500000 sec): 3 clusters
  Score: Raw -1054390.788476 + Penalty 4404.908350 = -1049985.880125
  nChanged 154
		SP:Iteration 11Q (3429.530000 sec): 3 clusters
  Score: Raw -1054459.948207 + Penalty 4404.908350 = -1050055.039857
  nChanged 150
		SP:Iteration 12Q (3429.550000 sec): 3 clusters
  Score: Raw -1054528.623375 + Penalty 4404.908350 = -1050123.715025
  nChanged 149
		SP:Iteration 13Q (3429.580000 sec): 3 clusters
  Score: Raw -1054616.491554 + Penalty 4404.908350 = -1050211.583203
  nChanged 169
		SP:Iteration 14Q (3429.600000 sec): 3 clusters
  Score: Raw -1054711.704773 + Penalty 4404.908350 = -1050306.796422
  nChanged 168
		SP:Iteration 15Q (3429.630000 sec): 3 clusters
  Score: Raw -1054800.142007 + Penalty 4404.908350 = -1050395.233656
  nChanged 161
		SP:Iteration 16Q (3429.650000 sec): 3 clusters
  Score: Raw -1054890.810078 + Penalty 4404.908350 = -1050485.901727
  nChanged 162
		SP:Iteration 17Q (3429.680000 sec): 3 clusters
  Score: Raw -1054978.990259 + Penalty 4404.908350 = -1050574.081909
  nChanged 150
		SP:Iteration 18Q (3429.710000 sec): 3 clusters
  Score: Raw -1055049.990547 + Penalty 4404.908350 = -1050645.082197
  nChanged 147
		SP:Iteration 19Q (3429.730000 sec): 3 clusters
  Score: Raw -1055128.561389 + Penalty 4404.908350 = -1050723.653038
  nChanged 143
		SP:Iteration 20F (3429.750000 sec): 3 clusters
  Score: Raw -1055211.032661 + Penalty 4404.908350 = -1050806.124311
  nChanged 132
		SP:Iteration 21Q (3429.780000 sec): 3 clusters
  Score: Raw -1055284.023027 + Penalty 4404.908350 = -1050879.114676
  nChanged 119
		SP:Iteration 22Q (3429.800000 sec): 3 clusters
  Score: Raw -1055349.312360 + Penalty 4404.908350 = -1050944.404010
  nChanged 108
		SP:Iteration 23Q (3429.830000 sec): 3 clusters
  Score: Raw -1055412.626207 + Penalty 4404.908350 = -1051007.717856
  nChanged 98
		SP:Iteration 24Q (3429.850000 sec): 3 clusters
  Score: Raw -1055476.416835 + Penalty 4404.908350 = -1051071.508485
  nChanged 94
		SP:Iteration 25Q (3429.870000 sec): 3 clusters
  Score: Raw -1055538.155422 + Penalty 4404.908350 = -1051133.247072
  nChanged 90
		SP:Iteration 26Q (3429.900000 sec): 3 clusters
  Score: Raw -1055588.425613 + Penalty 4404.908350 = -1051183.517263
  nChanged 72
		SP:Iteration 27Q (3429.920000 sec): 3 clusters
  Score: Raw -1055628.511669 + Penalty 4404.908350 = -1051223.603318
  nChanged 67
		SP:Iteration 28Q (3429.940000 sec): 3 clusters
  Score: Raw -1055667.156135 + Penalty 4404.908350 = -1051262.247785
  nChanged 57
		SP:Iteration 29Q (3429.970000 sec): 3 clusters
  Score: Raw -1055699.269370 + Penalty 4404.908350 = -1051294.361019
  nChanged 43
		SP:Iteration 30Q (3429.990000 sec): 3 clusters
  Score: Raw -1055727.410189 + Penalty 4404.908350 = -1051322.501838
  nChanged 55
		SP:Iteration 31Q (3430.010000 sec): 3 clusters
  Score: Raw -1055765.508843 + Penalty 4404.908350 = -1051360.600492
  nChanged 46
		SP:Iteration 32Q (3430.030000 sec): 3 clusters
  Score: Raw -1055795.329586 + Penalty 4404.908350 = -1051390.421236
  nChanged 29
		SP:Iteration 33Q (3430.050000 sec): 3 clusters
  Score: Raw -1055813.785083 + Penalty 4404.908350 = -1051408.876732
  nChanged 23
		SP:Iteration 34Q (3430.070000 sec): 3 clusters
  Score: Raw -1055831.121077 + Penalty 4404.908350 = -1051426.212727
  nChanged 25
		SP:Iteration 35Q (3430.090000 sec): 3 clusters
  Score: Raw -1055847.163421 + Penalty 4404.908350 = -1051442.255071
  nChanged 21
		SP:Iteration 36Q (3430.110000 sec): 3 clusters
  Score: Raw -1055858.671337 + Penalty 4404.908350 = -1051453.762986
  nChanged 15
		SP:Iteration 37Q (3430.140000 sec): 3 clusters
  Score: Raw -1055867.810206 + Penalty 4404.908350 = -1051462.901855
  nChanged 15
		SP:Iteration 38Q (3430.160000 sec): 3 clusters
  Score: Raw -1055876.471917 + Penalty 4404.908350 = -1051471.563567
  nChanged 9
		SP:Iteration 39Q (3430.180000 sec): 3 clusters
  Score: Raw -1055881.242364 + Penalty 4404.908350 = -1051476.334013
  nChanged 7
		SP:Iteration 40F (3430.210000 sec): 3 clusters
  Score: Raw -1055884.957370 + Penalty 4404.908350 = -1051480.049020
  nChanged 7
		SP:Iteration 41Q (3430.230000 sec): 3 clusters
  Score: Raw -1055889.177022 + Penalty 4404.908350 = -1051484.268671
  nChanged 5
		SP:Iteration 42Q (3430.250000 sec): 3 clusters
  Score: Raw -1055891.416644 + Penalty 4404.908350 = -1051486.508294
  nChanged 5
		SP:Iteration 43Q (3430.270000 sec): 3 clusters
  Score: Raw -1055893.811266 + Penalty 4404.908350 = -1051488.902916
  nChanged 2
		SP:Iteration 44Q (3430.290000 sec): 3 clusters
  Score: Raw -1055895.174641 + Penalty 4404.908350 = -1051490.266290
  nChanged 3
		SP:Iteration 45Q (3430.310000 sec): 3 clusters
  Score: Raw -1055897.038247 + Penalty 4404.908350 = -1051492.129897
  nChanged 1
		SP:Iteration 46Q (3430.330000 sec): 3 clusters
  Score: Raw -1055897.434763 + Penalty 4404.908350 = -1051492.526412
  nChanged 0
		SP:Iteration 47F (3430.360000 sec): 3 clusters
  Score: Raw -1055897.434763 + Penalty 4404.908350 = -1051492.526412
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (100206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3430.710000 sec): 2 clusters
  Score: Raw -14806760.866555 + Penalty 2855.715870 = -14803905.150685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3431.090000 sec): 3 clusters
  Score: Raw -14742802.265160 + Penalty 5711.431740 = -14737090.833421
  nChanged 47284
		SP:Iteration 1F (3431.470000 sec): 3 clusters
  Score: Raw -14770017.240153 + Penalty 5711.431740 = -14764305.808413
  nChanged 3817
		SP:Iteration 2Q (3431.860000 sec): 3 clusters
  Score: Raw -14771167.834244 + Penalty 5711.431740 = -14765456.402504
  nChanged 4323
		SP:Iteration 3Q (3432.250000 sec): 3 clusters
  Score: Raw -14772730.988510 + Penalty 5711.431740 = -14767019.556771
  nChanged 5047
		SP:Iteration 4F (3432.630000 sec): 3 clusters
  Score: Raw -14774994.577154 + Penalty 5711.431740 = -14769283.145414
  nChanged 5888
		SP:Iteration 5F (3433.010000 sec): 3 clusters
  Score: Raw -14778293.135373 + Penalty 5711.431740 = -14772581.703633
  nChanged 6757
		SP:Iteration 6F (3433.390000 sec): 3 clusters
  Score: Raw -14782831.697512 + Penalty 5711.431740 = -14777120.265772
  nChanged 7136
		SP:Iteration 7F (3433.770000 sec): 3 clusters
  Score: Raw -14788297.374774 + Penalty 5711.431740 = -14782585.943035
  nChanged 6793
		SP:Iteration 8F (3434.150000 sec): 3 clusters
  Score: Raw -14793926.440807 + Penalty 5711.431740 = -14788215.009067
  nChanged 5689
		SP:Iteration 9F (3434.530000 sec): 3 clusters
  Score: Raw -14798813.930895 + Penalty 5711.431740 = -14793102.499156
  nChanged 4091
		SP:Iteration 10Q (3434.900000 sec): 3 clusters
  Score: Raw -14802278.856748 + Penalty 5711.431740 = -14796567.425008
  nChanged 2650
		SP:Iteration 11Q (3435.250000 sec): 3 clusters
  Score: Raw -14804530.405349 + Penalty 5711.431740 = -14798818.973609
  nChanged 1489
		SP:Iteration 12Q (3435.580000 sec): 3 clusters
  Score: Raw -14805773.716297 + Penalty 5711.431740 = -14800062.284557
  nChanged 779
		SP:Iteration 13Q (3435.890000 sec): 3 clusters
  Score: Raw -14806415.243916 + Penalty 5711.431740 = -14800703.812176
  nChanged 426
		SP:Iteration 14Q (3436.180000 sec): 3 clusters
  Score: Raw -14806759.506101 + Penalty 5711.431740 = -14801048.074361
  nChanged 249
		SP:Iteration 15Q (3436.470000 sec): 3 clusters
  Score: Raw -14806958.905434 + Penalty 5711.431740 = -14801247.473694
  nChanged 156
		SP:Iteration 16Q (3436.750000 sec): 3 clusters
  Score: Raw -14807086.296260 + Penalty 5711.431740 = -14801374.864521
  nChanged 100
		SP:Iteration 17Q (3437.030000 sec): 3 clusters
  Score: Raw -14807148.723622 + Penalty 5711.431740 = -14801437.291883
  nChanged 62
		SP:Iteration 18Q (3437.300000 sec): 3 clusters
  Score: Raw -14807184.145263 + Penalty 5711.431740 = -14801472.713523
  nChanged 32
		SP:Iteration 19Q (3437.580000 sec): 3 clusters
  Score: Raw -14807203.967599 + Penalty 5711.431740 = -14801492.535859
  nChanged 31
		SP:Iteration 20F (3437.950000 sec): 3 clusters
  Score: Raw -14807224.356472 + Penalty 5711.431740 = -14801512.924732
  nChanged 23
		SP:Iteration 21Q (3438.230000 sec): 3 clusters
  Score: Raw -14807234.671948 + Penalty 5711.431740 = -14801523.240209
  nChanged 12
		SP:Iteration 22Q (3438.500000 sec): 3 clusters
  Score: Raw -14807240.704591 + Penalty 5711.431740 = -14801529.272851
  nChanged 5
		SP:Iteration 23Q (3438.780000 sec): 3 clusters
  Score: Raw -14807242.098777 + Penalty 5711.431740 = -14801530.667038
  nChanged 3
		SP:Iteration 24Q (3439.050000 sec): 3 clusters
  Score: Raw -14807243.059091 + Penalty 5711.431740 = -14801531.627352
  nChanged 0
		SP:Iteration 25F (3439.430000 sec): 3 clusters
  Score: Raw -14807243.059091 + Penalty 5711.431740 = -14801531.627352
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3439.480000 sec): 2 clusters
  Score: Raw -35204.480717 + Penalty 1371.298414 = -33833.182303
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3439.480000 sec): 3 clusters
  Score: Raw -35351.414236 + Penalty 2742.596827 = -32608.817408
  nChanged 30
		SP:Iteration 1F (3439.480000 sec): 3 clusters
  Score: Raw -35471.241305 + Penalty 2742.596827 = -32728.644478
  nChanged 2
		SP:Iteration 2Q (3439.480000 sec): 3 clusters
  Score: Raw -35478.018505 + Penalty 2742.596827 = -32735.421678
  nChanged 1
		SP:Iteration 3Q (3439.480000 sec): 3 clusters
  Score: Raw -35480.787657 + Penalty 2742.596827 = -32738.190830
  nChanged 1
		SP:Iteration 4Q (3439.490000 sec): 3 clusters
  Score: Raw -35486.990630 + Penalty 2742.596827 = -32744.393802
  nChanged 2
		SP:Iteration 5Q (3439.490000 sec): 3 clusters
  Score: Raw -35492.178707 + Penalty 2742.596827 = -32749.581880
  nChanged 0
		SP:Iteration 6F (3439.490000 sec): 3 clusters
  Score: Raw -35492.178707 + Penalty 2742.596827 = -32749.581880
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (259069 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3440.400000 sec): 2 clusters
  Score: Raw -38341964.255141 + Penalty 3091.282729 = -38338872.972412
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3441.390000 sec): 3 clusters
  Score: Raw -38171551.039248 + Penalty 6182.565458 = -38165368.473789
  nChanged 124639
		SP:Iteration 1F (3442.380000 sec): 3 clusters
  Score: Raw -38245687.859371 + Penalty 6182.565458 = -38239505.293913
  nChanged 7469
		SP:Iteration 2Q (3443.390000 sec): 3 clusters
  Score: Raw -38247353.716857 + Penalty 6182.565458 = -38241171.151398
  nChanged 8796
		SP:Iteration 3Q (3444.400000 sec): 3 clusters
  Score: Raw -38249828.007374 + Penalty 6182.565458 = -38243645.441916
  nChanged 10955
		SP:Iteration 4Q (3445.400000 sec): 3 clusters
  Score: Raw -38253955.754235 + Penalty 6182.565458 = -38247773.188777
  nChanged 14465
		SP:Iteration 5F (3446.390000 sec): 3 clusters
  Score: Raw -38261424.487339 + Penalty 6182.565458 = -38255241.921881
  nChanged 18833
		SP:Iteration 6F (3447.390000 sec): 3 clusters
  Score: Raw -38274233.455168 + Penalty 6182.565458 = -38268050.889709
  nChanged 22313
		SP:Iteration 7F (3448.390000 sec): 3 clusters
  Score: Raw -38293204.878013 + Penalty 6182.565458 = -38287022.312555
  nChanged 22080
		SP:Iteration 8F (3449.360000 sec): 3 clusters
  Score: Raw -38314631.746706 + Penalty 6182.565458 = -38308449.181247
  nChanged 16200
		SP:Iteration 9F (3450.350000 sec): 3 clusters
  Score: Raw -38330824.325912 + Penalty 6182.565458 = -38324641.760454
  nChanged 8095
		SP:Iteration 10Q (3451.310000 sec): 3 clusters
  Score: Raw -38338657.764812 + Penalty 6182.565458 = -38332475.199354
  nChanged 2782
		SP:Iteration 11Q (3452.170000 sec): 3 clusters
  Score: Raw -38341178.639629 + Penalty 6182.565458 = -38334996.074170
  nChanged 747
		SP:Iteration 12Q (3452.930000 sec): 3 clusters
  Score: Raw -38341883.167447 + Penalty 6182.565458 = -38335700.601988
  nChanged 173
		SP:Iteration 13Q (3453.640000 sec): 3 clusters
  Score: Raw -38342095.044085 + Penalty 6182.565458 = -38335912.478627
  nChanged 49
		SP:Iteration 14Q (3454.340000 sec): 3 clusters
  Score: Raw -38342181.962848 + Penalty 6182.565458 = -38335999.397390
  nChanged 40
		SP:Iteration 15Q (3455.030000 sec): 3 clusters
  Score: Raw -38342244.463673 + Penalty 6182.565458 = -38336061.898214
  nChanged 19
		SP:Iteration 16Q (3455.730000 sec): 3 clusters
  Score: Raw -38342276.528020 + Penalty 6182.565458 = -38336093.962561
  nChanged 14
		SP:Iteration 17Q (3456.410000 sec): 3 clusters
  Score: Raw -38342300.943641 + Penalty 6182.565458 = -38336118.378183
  nChanged 6
		SP:Iteration 18Q (3457.110000 sec): 3 clusters
  Score: Raw -38342311.201730 + Penalty 6182.565458 = -38336128.636272
  nChanged 0
		SP:Iteration 19F (3458.070000 sec): 3 clusters
  Score: Raw -38342311.201730 + Penalty 6182.565458 = -38336128.636272
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3458.190000 sec): 2 clusters
  Score: Raw -64181.902047 + Penalty 1533.668925 = -62648.233122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3458.190000 sec): 3 clusters
  Score: Raw -64212.122014 + Penalty 3067.337850 = -61144.784164
  nChanged 96
		SP:Iteration 1F (3458.190000 sec): 3 clusters
  Score: Raw -64459.386450 + Penalty 3067.337850 = -61392.048600
  nChanged 27
		SP:Iteration 2F (3458.190000 sec): 3 clusters
  Score: Raw -64548.755786 + Penalty 3067.337850 = -61481.417936
  nChanged 20
		SP:Iteration 3Q (3458.190000 sec): 3 clusters
  Score: Raw -64644.062148 + Penalty 3067.337850 = -61576.724298
  nChanged 15
		SP:Iteration 4Q (3458.190000 sec): 3 clusters
  Score: Raw -64841.685198 + Penalty 3067.337850 = -61774.347348
  nChanged 12
		SP:Iteration 5Q (3458.190000 sec): 3 clusters
  Score: Raw -64903.981397 + Penalty 3067.337850 = -61836.643547
  nChanged 12
		SP:Iteration 6Q (3458.200000 sec): 3 clusters
  Score: Raw -64940.179219 + Penalty 3067.337850 = -61872.841369
  nChanged 12
		SP:Iteration 7Q (3458.200000 sec): 3 clusters
  Score: Raw -64979.210629 + Penalty 3067.337850 = -61911.872779
  nChanged 4
		SP:Iteration 8Q (3458.200000 sec): 3 clusters
  Score: Raw -64989.143590 + Penalty 3067.337850 = -61921.805740
  nChanged 1
		SP:Iteration 9Q (3458.200000 sec): 3 clusters
  Score: Raw -64991.871353 + Penalty 3067.337850 = -61924.533503
  nChanged 1
		SP:Iteration 10Q (3458.200000 sec): 3 clusters
  Score: Raw -64995.345964 + Penalty 3067.337850 = -61928.008114
  nChanged 1
		SP:Iteration 11Q (3458.210000 sec): 3 clusters
  Score: Raw -65001.377335 + Penalty 3067.337850 = -61934.039485
  nChanged 0
		SP:Iteration 12F (3458.210000 sec): 3 clusters
  Score: Raw -65001.377335 + Penalty 3067.337850 = -61934.039485
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (7623 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3458.230000 sec): 2 clusters
  Score: Raw -1095036.858338 + Penalty 2216.853467 = -1092820.004871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3458.260000 sec): 3 clusters
  Score: Raw -1091083.361650 + Penalty 4433.706935 = -1086649.654715
  nChanged 3068
		SP:Iteration 1F (3458.290000 sec): 3 clusters
  Score: Raw -1092653.160822 + Penalty 4433.706935 = -1088219.453887
  nChanged 493
		SP:Iteration 2F (3458.320000 sec): 3 clusters
  Score: Raw -1092884.998440 + Penalty 4433.706935 = -1088451.291505
  nChanged 370
		SP:Iteration 3Q (3458.350000 sec): 3 clusters
  Score: Raw -1093044.105347 + Penalty 4433.706935 = -1088610.398412
  nChanged 297
		SP:Iteration 4Q (3458.370000 sec): 3 clusters
  Score: Raw -1093175.286506 + Penalty 4433.706935 = -1088741.579571
  nChanged 261
		SP:Iteration 5Q (3458.400000 sec): 3 clusters
  Score: Raw -1093283.645675 + Penalty 4433.706935 = -1088849.938740
  nChanged 233
		SP:Iteration 6Q (3458.430000 sec): 3 clusters
  Score: Raw -1093396.803364 + Penalty 4433.706935 = -1088963.096429
  nChanged 222
		SP:Iteration 7Q (3458.460000 sec): 3 clusters
  Score: Raw -1093522.026934 + Penalty 4433.706935 = -1089088.319999
  nChanged 213
		SP:Iteration 8Q (3458.490000 sec): 3 clusters
  Score: Raw -1093637.797108 + Penalty 4433.706935 = -1089204.090173
  nChanged 225
		SP:Iteration 9Q (3458.510000 sec): 3 clusters
  Score: Raw -1093746.647113 + Penalty 4433.706935 = -1089312.940178
  nChanged 223
		SP:Iteration 10Q (3458.540000 sec): 3 clusters
  Score: Raw -1093862.258612 + Penalty 4433.706935 = -1089428.551677
  nChanged 206
		SP:Iteration 11Q (3458.570000 sec): 3 clusters
  Score: Raw -1093968.213679 + Penalty 4433.706935 = -1089534.506744
  nChanged 193
		SP:Iteration 12Q (3458.590000 sec): 3 clusters
  Score: Raw -1094076.835790 + Penalty 4433.706935 = -1089643.128855
  nChanged 201
		SP:Iteration 13Q (3458.620000 sec): 3 clusters
  Score: Raw -1094199.140011 + Penalty 4433.706935 = -1089765.433076
  nChanged 212
		SP:Iteration 14Q (3458.650000 sec): 3 clusters
  Score: Raw -1094320.540874 + Penalty 4433.706935 = -1089886.833939
  nChanged 190
		SP:Iteration 15Q (3458.680000 sec): 3 clusters
  Score: Raw -1094416.083993 + Penalty 4433.706935 = -1089982.377058
  nChanged 173
		SP:Iteration 16Q (3458.710000 sec): 3 clusters
  Score: Raw -1094507.375071 + Penalty 4433.706935 = -1090073.668136
  nChanged 174
		SP:Iteration 17Q (3458.730000 sec): 3 clusters
  Score: Raw -1094607.358263 + Penalty 4433.706935 = -1090173.651328
  nChanged 165
		SP:Iteration 18Q (3458.760000 sec): 3 clusters
  Score: Raw -1094695.211520 + Penalty 4433.706935 = -1090261.504585
  nChanged 152
		SP:Iteration 19Q (3458.790000 sec): 3 clusters
  Score: Raw -1094773.687907 + Penalty 4433.706935 = -1090339.980972
  nChanged 141
		SP:Iteration 20F (3458.810000 sec): 3 clusters
  Score: Raw -1094845.467649 + Penalty 4433.706935 = -1090411.760714
  nChanged 140
		SP:Iteration 21Q (3458.840000 sec): 3 clusters
  Score: Raw -1094917.587972 + Penalty 4433.706935 = -1090483.881037
  nChanged 129
		SP:Iteration 22Q (3458.870000 sec): 3 clusters
  Score: Raw -1094999.587030 + Penalty 4433.706935 = -1090565.880095
  nChanged 124
		SP:Iteration 23Q (3458.890000 sec): 3 clusters
  Score: Raw -1095074.626475 + Penalty 4433.706935 = -1090640.919540
  nChanged 114
		SP:Iteration 24Q (3458.910000 sec): 3 clusters
  Score: Raw -1095148.226228 + Penalty 4433.706935 = -1090714.519293
  nChanged 103
		SP:Iteration 25Q (3458.940000 sec): 3 clusters
  Score: Raw -1095217.363022 + Penalty 4433.706935 = -1090783.656087
  nChanged 95
		SP:Iteration 26Q (3458.970000 sec): 3 clusters
  Score: Raw -1095273.684027 + Penalty 4433.706935 = -1090839.977092
  nChanged 87
		SP:Iteration 27Q (3458.990000 sec): 3 clusters
  Score: Raw -1095321.629760 + Penalty 4433.706935 = -1090887.922825
  nChanged 68
		SP:Iteration 28Q (3459.010000 sec): 3 clusters
  Score: Raw -1095362.880433 + Penalty 4433.706935 = -1090929.173498
  nChanged 59
		SP:Iteration 29Q (3459.040000 sec): 3 clusters
  Score: Raw -1095394.639291 + Penalty 4433.706935 = -1090960.932356
  nChanged 52
		SP:Iteration 30Q (3459.060000 sec): 3 clusters
  Score: Raw -1095423.496511 + Penalty 4433.706935 = -1090989.789576
  nChanged 42
		SP:Iteration 31Q (3459.090000 sec): 3 clusters
  Score: Raw -1095445.953432 + Penalty 4433.706935 = -1091012.246497
  nChanged 46
		SP:Iteration 32Q (3459.110000 sec): 3 clusters
  Score: Raw -1095465.919271 + Penalty 4433.706935 = -1091032.212336
  nChanged 33
		SP:Iteration 33Q (3459.130000 sec): 3 clusters
  Score: Raw -1095481.647949 + Penalty 4433.706935 = -1091047.941014
  nChanged 18
		SP:Iteration 34Q (3459.160000 sec): 3 clusters
  Score: Raw -1095489.509002 + Penalty 4433.706935 = -1091055.802067
  nChanged 12
		SP:Iteration 35Q (3459.180000 sec): 3 clusters
  Score: Raw -1095493.586073 + Penalty 4433.706935 = -1091059.879138
  nChanged 9
		SP:Iteration 36Q (3459.210000 sec): 3 clusters
  Score: Raw -1095496.419432 + Penalty 4433.706935 = -1091062.712497
  nChanged 4
		SP:Iteration 37Q (3459.230000 sec): 3 clusters
  Score: Raw -1095497.568932 + Penalty 4433.706935 = -1091063.861997
  nChanged 6
		SP:Iteration 38Q (3459.250000 sec): 3 clusters
  Score: Raw -1095499.443942 + Penalty 4433.706935 = -1091065.737007
  nChanged 5
		SP:Iteration 39Q (3459.270000 sec): 3 clusters
  Score: Raw -1095501.225649 + Penalty 4433.706935 = -1091067.518714
  nChanged 3
		SP:Iteration 40F (3459.300000 sec): 3 clusters
  Score: Raw -1095502.163123 + Penalty 4433.706935 = -1091068.456188
  nChanged 2
		SP:Iteration 41Q (3459.330000 sec): 3 clusters
  Score: Raw -1095503.134001 + Penalty 4433.706935 = -1091069.427066
  nChanged 3
		SP:Iteration 42Q (3459.350000 sec): 3 clusters
  Score: Raw -1095503.907870 + Penalty 4433.706935 = -1091070.200935
  nChanged 6
		SP:Iteration 43Q (3459.370000 sec): 3 clusters
  Score: Raw -1095505.316678 + Penalty 4433.706935 = -1091071.609743
  nChanged 4
		SP:Iteration 44Q (3459.390000 sec): 3 clusters
  Score: Raw -1095506.749495 + Penalty 4433.706935 = -1091073.042560
  nChanged 3
		SP:Iteration 45Q (3459.420000 sec): 3 clusters
  Score: Raw -1095507.371776 + Penalty 4433.706935 = -1091073.664841
  nChanged 2
		SP:Iteration 46Q (3459.440000 sec): 3 clusters
  Score: Raw -1095507.980855 + Penalty 4433.706935 = -1091074.273921
  nChanged 4
		SP:Iteration 47Q (3459.470000 sec): 3 clusters
  Score: Raw -1095509.277168 + Penalty 4433.706935 = -1091075.570233
  nChanged 2
		SP:Iteration 48Q (3459.490000 sec): 3 clusters
  Score: Raw -1095510.141238 + Penalty 4433.706935 = -1091076.434303
  nChanged 3
		SP:Iteration 49Q (3459.510000 sec): 3 clusters
  Score: Raw -1095511.673465 + Penalty 4433.706935 = -1091077.966530
  nChanged 0
		SP:Iteration 50F (3459.540000 sec): 3 clusters
  Score: Raw -1095511.673465 + Penalty 4433.706935 = -1091077.966530
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3459.550000 sec): 2 clusters
  Score: Raw -44434.578259 + Penalty 1441.904372 = -42992.673887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3459.550000 sec): 3 clusters
  Score: Raw -44545.800123 + Penalty 2883.808744 = -41661.991379
  nChanged 39
		SP:Iteration 1F (3459.550000 sec): 3 clusters
  Score: Raw -44657.974941 + Penalty 2883.808744 = -41774.166197
  nChanged 12
		SP:Iteration 2Q (3459.550000 sec): 3 clusters
  Score: Raw -44696.670837 + Penalty 2883.808744 = -41812.862093
  nChanged 9
		SP:Iteration 3Q (3459.550000 sec): 3 clusters
  Score: Raw -44724.804642 + Penalty 2883.808744 = -41840.995899
  nChanged 3
		SP:Iteration 4Q (3459.550000 sec): 3 clusters
  Score: Raw -44737.438046 + Penalty 2883.808744 = -41853.629302
  nChanged 3
		SP:Iteration 5Q (3459.550000 sec): 3 clusters
  Score: Raw -44757.421343 + Penalty 2883.808744 = -41873.612599
  nChanged 0
		SP:Iteration 6F (3459.550000 sec): 3 clusters
  Score: Raw -44757.421343 + Penalty 2883.808744 = -41873.612599
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3459.570000 sec): 2 clusters
  Score: Raw -280893.419903 + Penalty 1887.614234 = -279005.805669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3459.570000 sec): 3 clusters
  Score: Raw -280273.189042 + Penalty 3775.228468 = -276497.960574
  nChanged 695
		SP:Iteration 1F (3459.580000 sec): 3 clusters
  Score: Raw -281051.548614 + Penalty 3775.228468 = -277276.320146
  nChanged 211
		SP:Iteration 2F (3459.590000 sec): 3 clusters
  Score: Raw -281341.029417 + Penalty 3775.228468 = -277565.800949
  nChanged 164
		SP:Iteration 3F (3459.590000 sec): 3 clusters
  Score: Raw -281606.525333 + Penalty 3775.228468 = -277831.296865
  nChanged 156
		SP:Iteration 4F (3459.600000 sec): 3 clusters
  Score: Raw -281936.590811 + Penalty 3775.228468 = -278161.362343
  nChanged 129
		SP:Iteration 5F (3459.610000 sec): 3 clusters
  Score: Raw -282295.757203 + Penalty 3775.228468 = -278520.528736
  nChanged 111
		SP:Iteration 6F (3459.620000 sec): 3 clusters
  Score: Raw -282544.237282 + Penalty 3775.228468 = -278769.008814
  nChanged 65
		SP:Iteration 7Q (3459.620000 sec): 3 clusters
  Score: Raw -282643.375633 + Penalty 3775.228468 = -278868.147165
  nChanged 31
		SP:Iteration 8Q (3459.630000 sec): 3 clusters
  Score: Raw -282700.735785 + Penalty 3775.228468 = -278925.507317
  nChanged 14
		SP:Iteration 9Q (3459.630000 sec): 3 clusters
  Score: Raw -282722.161589 + Penalty 3775.228468 = -278946.933121
  nChanged 10
		SP:Iteration 10Q (3459.640000 sec): 3 clusters
  Score: Raw -282737.023885 + Penalty 3775.228468 = -278961.795417
  nChanged 6
		SP:Iteration 11Q (3459.650000 sec): 3 clusters
  Score: Raw -282742.185930 + Penalty 3775.228468 = -278966.957462
  nChanged 1
		SP:Iteration 12Q (3459.650000 sec): 3 clusters
  Score: Raw -282742.719717 + Penalty 3775.228468 = -278967.491249
  nChanged 0
		SP:Iteration 13F (3459.660000 sec): 3 clusters
  Score: Raw -282742.719717 + Penalty 3775.228468 = -278967.491249
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (20286 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3459.730000 sec): 2 clusters
  Score: Raw -2847607.670455 + Penalty 2459.586195 = -2845148.084259
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3459.810000 sec): 3 clusters
  Score: Raw -2835704.800548 + Penalty 4919.172391 = -2830785.628157
  nChanged 8968
		SP:Iteration 1F (3459.880000 sec): 3 clusters
  Score: Raw -2840434.307360 + Penalty 4919.172391 = -2835515.134969
  nChanged 1085
		SP:Iteration 2F (3459.950000 sec): 3 clusters
  Score: Raw -2840845.983438 + Penalty 4919.172391 = -2835926.811047
  nChanged 1004
		SP:Iteration 3Q (3460.030000 sec): 3 clusters
  Score: Raw -2841229.019100 + Penalty 4919.172391 = -2836309.846709
  nChanged 917
		SP:Iteration 4Q (3460.110000 sec): 3 clusters
  Score: Raw -2841601.417916 + Penalty 4919.172391 = -2836682.245525
  nChanged 916
		SP:Iteration 5Q (3460.180000 sec): 3 clusters
  Score: Raw -2842000.974492 + Penalty 4919.172391 = -2837081.802101
  nChanged 941
		SP:Iteration 6Q (3460.250000 sec): 3 clusters
  Score: Raw -2842452.239270 + Penalty 4919.172391 = -2837533.066880
  nChanged 1037
		SP:Iteration 7F (3460.330000 sec): 3 clusters
  Score: Raw -2843066.730366 + Penalty 4919.172391 = -2838147.557975
  nChanged 1164
		SP:Iteration 8F (3460.400000 sec): 3 clusters
  Score: Raw -2843908.277637 + Penalty 4919.172391 = -2838989.105246
  nChanged 1200
		SP:Iteration 9F (3460.470000 sec): 3 clusters
  Score: Raw -2844898.850829 + Penalty 4919.172391 = -2839979.678438
  nChanged 1075
		SP:Iteration 10F (3460.550000 sec): 3 clusters
  Score: Raw -2845904.051436 + Penalty 4919.172391 = -2840984.879045
  nChanged 876
		SP:Iteration 11Q (3460.620000 sec): 3 clusters
  Score: Raw -2846734.382307 + Penalty 4919.172391 = -2841815.209916
  nChanged 610
		SP:Iteration 12Q (3460.690000 sec): 3 clusters
  Score: Raw -2847242.730663 + Penalty 4919.172391 = -2842323.558272
  nChanged 450
		SP:Iteration 13Q (3460.750000 sec): 3 clusters
  Score: Raw -2847576.189221 + Penalty 4919.172391 = -2842657.016830
  nChanged 315
		SP:Iteration 14Q (3460.820000 sec): 3 clusters
  Score: Raw -2847782.101497 + Penalty 4919.172391 = -2842862.929106
  nChanged 237
		SP:Iteration 15Q (3460.880000 sec): 3 clusters
  Score: Raw -2847909.711947 + Penalty 4919.172391 = -2842990.539557
  nChanged 173
		SP:Iteration 16Q (3460.940000 sec): 3 clusters
  Score: Raw -2848001.507147 + Penalty 4919.172391 = -2843082.334756
  nChanged 118
		SP:Iteration 17Q (3461.000000 sec): 3 clusters
  Score: Raw -2848055.875234 + Penalty 4919.172391 = -2843136.702843
  nChanged 97
		SP:Iteration 18Q (3461.060000 sec): 3 clusters
  Score: Raw -2848101.181776 + Penalty 4919.172391 = -2843182.009385
  nChanged 92
		SP:Iteration 19Q (3461.120000 sec): 3 clusters
  Score: Raw -2848144.001188 + Penalty 4919.172391 = -2843224.828798
  nChanged 68
		SP:Iteration 20F (3461.190000 sec): 3 clusters
  Score: Raw -2848168.801452 + Penalty 4919.172391 = -2843249.629061
  nChanged 43
		SP:Iteration 21Q (3461.240000 sec): 3 clusters
  Score: Raw -2848185.917689 + Penalty 4919.172391 = -2843266.745298
  nChanged 44
		SP:Iteration 22Q (3461.300000 sec): 3 clusters
  Score: Raw -2848201.459875 + Penalty 4919.172391 = -2843282.287484
  nChanged 36
		SP:Iteration 23Q (3461.360000 sec): 3 clusters
  Score: Raw -2848213.502978 + Penalty 4919.172391 = -2843294.330587
  nChanged 32
		SP:Iteration 24Q (3461.420000 sec): 3 clusters
  Score: Raw -2848221.974016 + Penalty 4919.172391 = -2843302.801625
  nChanged 19
		SP:Iteration 25Q (3461.480000 sec): 3 clusters
  Score: Raw -2848227.490886 + Penalty 4919.172391 = -2843308.318495
  nChanged 11
		SP:Iteration 26Q (3461.540000 sec): 3 clusters
  Score: Raw -2848229.821694 + Penalty 4919.172391 = -2843310.649303
  nChanged 11
		SP:Iteration 27Q (3461.600000 sec): 3 clusters
  Score: Raw -2848233.180209 + Penalty 4919.172391 = -2843314.007818
  nChanged 10
		SP:Iteration 28Q (3461.650000 sec): 3 clusters
  Score: Raw -2848235.957827 + Penalty 4919.172391 = -2843316.785436
  nChanged 9
		SP:Iteration 29Q (3461.710000 sec): 3 clusters
  Score: Raw -2848238.576707 + Penalty 4919.172391 = -2843319.404317
  nChanged 7
		SP:Iteration 30Q (3461.760000 sec): 3 clusters
  Score: Raw -2848240.413500 + Penalty 4919.172391 = -2843321.241109
  nChanged 10
		SP:Iteration 31Q (3461.820000 sec): 3 clusters
  Score: Raw -2848243.624290 + Penalty 4919.172391 = -2843324.451899
  nChanged 10
		SP:Iteration 32Q (3461.880000 sec): 3 clusters
  Score: Raw -2848247.678036 + Penalty 4919.172391 = -2843328.505645
  nChanged 10
		SP:Iteration 33Q (3461.930000 sec): 3 clusters
  Score: Raw -2848250.539421 + Penalty 4919.172391 = -2843331.367031
  nChanged 7
		SP:Iteration 34Q (3461.990000 sec): 3 clusters
  Score: Raw -2848252.525477 + Penalty 4919.172391 = -2843333.353086
  nChanged 8
		SP:Iteration 35Q (3462.040000 sec): 3 clusters
  Score: Raw -2848254.793428 + Penalty 4919.172391 = -2843335.621037
  nChanged 6
		SP:Iteration 36Q (3462.100000 sec): 3 clusters
  Score: Raw -2848255.947434 + Penalty 4919.172391 = -2843336.775043
  nChanged 1
		SP:Iteration 37Q (3462.160000 sec): 3 clusters
  Score: Raw -2848256.570905 + Penalty 4919.172391 = -2843337.398514
  nChanged 2
		SP:Iteration 38Q (3462.210000 sec): 3 clusters
  Score: Raw -2848257.371298 + Penalty 4919.172391 = -2843338.198907
  nChanged 5
		SP:Iteration 39Q (3462.270000 sec): 3 clusters
  Score: Raw -2848259.000579 + Penalty 4919.172391 = -2843339.828188
  nChanged 4
		SP:Iteration 40F (3462.340000 sec): 3 clusters
  Score: Raw -2848260.129223 + Penalty 4919.172391 = -2843340.956832
  nChanged 5
		SP:Iteration 41Q (3462.400000 sec): 3 clusters
  Score: Raw -2848260.918067 + Penalty 4919.172391 = -2843341.745676
  nChanged 4
		SP:Iteration 42Q (3462.450000 sec): 3 clusters
  Score: Raw -2848262.038612 + Penalty 4919.172391 = -2843342.866221
  nChanged 4
		SP:Iteration 43Q (3462.510000 sec): 3 clusters
  Score: Raw -2848262.793116 + Penalty 4919.172391 = -2843343.620726
  nChanged 2
		SP:Iteration 44Q (3462.560000 sec): 3 clusters
  Score: Raw -2848263.358408 + Penalty 4919.172391 = -2843344.186017
  nChanged 3
		SP:Iteration 45Q (3462.620000 sec): 3 clusters
  Score: Raw -2848264.396996 + Penalty 4919.172391 = -2843345.224605
  nChanged 2
		SP:Iteration 46Q (3462.680000 sec): 3 clusters
  Score: Raw -2848264.770359 + Penalty 4919.172391 = -2843345.597968
  nChanged 1
		SP:Iteration 47Q (3462.730000 sec): 3 clusters
  Score: Raw -2848264.876493 + Penalty 4919.172391 = -2843345.704102
  nChanged 1
		SP:Iteration 48Q (3462.790000 sec): 3 clusters
  Score: Raw -2848265.025696 + Penalty 4919.172391 = -2843345.853305
  nChanged 2
		SP:Iteration 49Q (3462.840000 sec): 3 clusters
  Score: Raw -2848265.593026 + Penalty 4919.172391 = -2843346.420635
  nChanged 0
		SP:Iteration 50F (3462.920000 sec): 3 clusters
  Score: Raw -2848265.593026 + Penalty 4919.172391 = -2843346.420635
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (42690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3463.060000 sec): 2 clusters
  Score: Raw -6589858.845337 + Penalty 2644.106555 = -6587214.738782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3463.220000 sec): 3 clusters
  Score: Raw -6563614.668897 + Penalty 5288.213110 = -6558326.455787
  nChanged 19582
		SP:Iteration 1F (3463.380000 sec): 3 clusters
  Score: Raw -6574580.922066 + Penalty 5288.213110 = -6569292.708956
  nChanged 2039
		SP:Iteration 2Q (3463.540000 sec): 3 clusters
  Score: Raw -6575323.829886 + Penalty 5288.213110 = -6570035.616776
  nChanged 2165
		SP:Iteration 3F (3463.700000 sec): 3 clusters
  Score: Raw -6576281.423813 + Penalty 5288.213110 = -6570993.210703
  nChanged 2469
		SP:Iteration 4F (3463.860000 sec): 3 clusters
  Score: Raw -6577594.920121 + Penalty 5288.213110 = -6572306.707011
  nChanged 2731
		SP:Iteration 5F (3464.020000 sec): 3 clusters
  Score: Raw -6579319.955265 + Penalty 5288.213110 = -6574031.742155
  nChanged 2890
		SP:Iteration 6F (3464.180000 sec): 3 clusters
  Score: Raw -6581324.157340 + Penalty 5288.213110 = -6576035.944230
  nChanged 2726
		SP:Iteration 7F (3464.340000 sec): 3 clusters
  Score: Raw -6583246.537168 + Penalty 5288.213110 = -6577958.324058
  nChanged 2339
		SP:Iteration 8F (3464.500000 sec): 3 clusters
  Score: Raw -6584885.453790 + Penalty 5288.213110 = -6579597.240680
  nChanged 1909
		SP:Iteration 9Q (3464.660000 sec): 3 clusters
  Score: Raw -6586188.517243 + Penalty 5288.213110 = -6580900.304133
  nChanged 1483
		SP:Iteration 10Q (3464.820000 sec): 3 clusters
  Score: Raw -6587157.101361 + Penalty 5288.213110 = -6581868.888251
  nChanged 1123
		SP:Iteration 11Q (3464.970000 sec): 3 clusters
  Score: Raw -6587865.701249 + Penalty 5288.213110 = -6582577.488139
  nChanged 861
		SP:Iteration 12Q (3465.120000 sec): 3 clusters
  Score: Raw -6588431.710850 + Penalty 5288.213110 = -6583143.497740
  nChanged 649
		SP:Iteration 13Q (3465.260000 sec): 3 clusters
  Score: Raw -6588840.664065 + Penalty 5288.213110 = -6583552.450955
  nChanged 486
		SP:Iteration 14Q (3465.400000 sec): 3 clusters
  Score: Raw -6589142.779975 + Penalty 5288.213110 = -6583854.566865
  nChanged 374
		SP:Iteration 15Q (3465.540000 sec): 3 clusters
  Score: Raw -6589381.503500 + Penalty 5288.213110 = -6584093.290390
  nChanged 292
		SP:Iteration 16Q (3465.670000 sec): 3 clusters
  Score: Raw -6589568.560294 + Penalty 5288.213110 = -6584280.347184
  nChanged 228
		SP:Iteration 17Q (3465.800000 sec): 3 clusters
  Score: Raw -6589726.691677 + Penalty 5288.213110 = -6584438.478567
  nChanged 192
		SP:Iteration 18Q (3465.920000 sec): 3 clusters
  Score: Raw -6589870.824825 + Penalty 5288.213110 = -6584582.611715
  nChanged 150
		SP:Iteration 19Q (3466.040000 sec): 3 clusters
  Score: Raw -6589990.282461 + Penalty 5288.213110 = -6584702.069351
  nChanged 131
		SP:Iteration 20F (3466.200000 sec): 3 clusters
  Score: Raw -6590080.491181 + Penalty 5288.213110 = -6584792.278071
  nChanged 121
		SP:Iteration 21Q (3466.320000 sec): 3 clusters
  Score: Raw -6590150.495850 + Penalty 5288.213110 = -6584862.282740
  nChanged 92
		SP:Iteration 22Q (3466.440000 sec): 3 clusters
  Score: Raw -6590191.809690 + Penalty 5288.213110 = -6584903.596581
  nChanged 61
		SP:Iteration 23Q (3466.550000 sec): 3 clusters
  Score: Raw -6590218.280867 + Penalty 5288.213110 = -6584930.067757
  nChanged 39
		SP:Iteration 24Q (3466.670000 sec): 3 clusters
  Score: Raw -6590235.493018 + Penalty 5288.213110 = -6584947.279908
  nChanged 47
		SP:Iteration 25Q (3466.790000 sec): 3 clusters
  Score: Raw -6590254.617614 + Penalty 5288.213110 = -6584966.404504
  nChanged 48
		SP:Iteration 26Q (3466.910000 sec): 3 clusters
  Score: Raw -6590274.160029 + Penalty 5288.213110 = -6584985.946919
  nChanged 41
		SP:Iteration 27Q (3467.020000 sec): 3 clusters
  Score: Raw -6590288.795168 + Penalty 5288.213110 = -6585000.582058
  nChanged 37
		SP:Iteration 28Q (3467.140000 sec): 3 clusters
  Score: Raw -6590301.148040 + Penalty 5288.213110 = -6585012.934930
  nChanged 28
		SP:Iteration 29Q (3467.250000 sec): 3 clusters
  Score: Raw -6590309.144645 + Penalty 5288.213110 = -6585020.931535
  nChanged 15
		SP:Iteration 30Q (3467.370000 sec): 3 clusters
  Score: Raw -6590313.490989 + Penalty 5288.213110 = -6585025.277879
  nChanged 21
		SP:Iteration 31Q (3467.480000 sec): 3 clusters
  Score: Raw -6590320.087186 + Penalty 5288.213110 = -6585031.874076
  nChanged 19
		SP:Iteration 32Q (3467.600000 sec): 3 clusters
  Score: Raw -6590326.593304 + Penalty 5288.213110 = -6585038.380194
  nChanged 15
		SP:Iteration 33Q (3467.710000 sec): 3 clusters
  Score: Raw -6590331.901237 + Penalty 5288.213110 = -6585043.688127
  nChanged 15
		SP:Iteration 34Q (3467.820000 sec): 3 clusters
  Score: Raw -6590337.243546 + Penalty 5288.213110 = -6585049.030436
  nChanged 17
		SP:Iteration 35Q (3467.940000 sec): 3 clusters
  Score: Raw -6590342.683830 + Penalty 5288.213110 = -6585054.470720
  nChanged 10
		SP:Iteration 36Q (3468.060000 sec): 3 clusters
  Score: Raw -6590346.060257 + Penalty 5288.213110 = -6585057.847147
  nChanged 9
		SP:Iteration 37Q (3468.170000 sec): 3 clusters
  Score: Raw -6590348.743241 + Penalty 5288.213110 = -6585060.530131
  nChanged 8
		SP:Iteration 38Q (3468.290000 sec): 3 clusters
  Score: Raw -6590351.301937 + Penalty 5288.213110 = -6585063.088827
  nChanged 15
		SP:Iteration 39Q (3468.400000 sec): 3 clusters
  Score: Raw -6590355.866656 + Penalty 5288.213110 = -6585067.653546
  nChanged 12
		SP:Iteration 40F (3468.560000 sec): 3 clusters
  Score: Raw -6590359.556543 + Penalty 5288.213110 = -6585071.343433
  nChanged 9
		SP:Iteration 41Q (3468.680000 sec): 3 clusters
  Score: Raw -6590361.453076 + Penalty 5288.213110 = -6585073.239966
  nChanged 6
		SP:Iteration 42Q (3468.800000 sec): 3 clusters
  Score: Raw -6590363.298086 + Penalty 5288.213110 = -6585075.084976
  nChanged 8
		SP:Iteration 43Q (3468.910000 sec): 3 clusters
  Score: Raw -6590364.831174 + Penalty 5288.213110 = -6585076.618064
  nChanged 5
		SP:Iteration 44Q (3469.020000 sec): 3 clusters
  Score: Raw -6590365.930304 + Penalty 5288.213110 = -6585077.717194
  nChanged 0
		SP:Iteration 45F (3469.180000 sec): 3 clusters
  Score: Raw -6590365.930304 + Penalty 5288.213110 = -6585077.717194
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3469.590000 sec): 2 clusters
  Score: Raw -17411050.269702 + Penalty 2899.317274 = -17408150.952427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3470.050000 sec): 3 clusters
  Score: Raw -17333898.377399 + Penalty 5798.634549 = -17328099.742850
  nChanged 56735
		SP:Iteration 1F (3470.500000 sec): 3 clusters
  Score: Raw -17367072.007229 + Penalty 5798.634549 = -17361273.372681
  nChanged 4683
		SP:Iteration 2Q (3470.970000 sec): 3 clusters
  Score: Raw -17368593.769219 + Penalty 5798.634549 = -17362795.134670
  nChanged 5614
		SP:Iteration 3Q (3471.440000 sec): 3 clusters
  Score: Raw -17370953.855832 + Penalty 5798.634549 = -17365155.221283
  nChanged 6997
		SP:Iteration 4F (3471.890000 sec): 3 clusters
  Score: Raw -17374761.266317 + Penalty 5798.634549 = -17368962.631768
  nChanged 8333
		SP:Iteration 5F (3472.340000 sec): 3 clusters
  Score: Raw -17380197.219043 + Penalty 5798.634549 = -17374398.584494
  nChanged 8614
		SP:Iteration 6F (3472.800000 sec): 3 clusters
  Score: Raw -17386364.021792 + Penalty 5798.634549 = -17380565.387244
  nChanged 7966
		SP:Iteration 7F (3473.250000 sec): 3 clusters
  Score: Raw -17392318.959060 + Penalty 5798.634549 = -17386520.324511
  nChanged 6407
		SP:Iteration 8F (3473.700000 sec): 3 clusters
  Score: Raw -17397276.689867 + Penalty 5798.634549 = -17391478.055318
  nChanged 4836
		SP:Iteration 9Q (3474.160000 sec): 3 clusters
  Score: Raw -17401126.293284 + Penalty 5798.634549 = -17395327.658735
  nChanged 3641
		SP:Iteration 10Q (3474.600000 sec): 3 clusters
  Score: Raw -17404008.757891 + Penalty 5798.634549 = -17398210.123342
  nChanged 2665
		SP:Iteration 11Q (3475.010000 sec): 3 clusters
  Score: Raw -17405883.534940 + Penalty 5798.634549 = -17400084.900391
  nChanged 1909
		SP:Iteration 12Q (3475.400000 sec): 3 clusters
  Score: Raw -17407005.917375 + Penalty 5798.634549 = -17401207.282826
  nChanged 1428
		SP:Iteration 13Q (3475.780000 sec): 3 clusters
  Score: Raw -17407738.434907 + Penalty 5798.634549 = -17401939.800358
  nChanged 1134
		SP:Iteration 14Q (3476.150000 sec): 3 clusters
  Score: Raw -17408247.122844 + Penalty 5798.634549 = -17402448.488295
  nChanged 991
		SP:Iteration 15Q (3476.510000 sec): 3 clusters
  Score: Raw -17408663.206100 + Penalty 5798.634549 = -17402864.571551
  nChanged 909
		SP:Iteration 16Q (3476.870000 sec): 3 clusters
  Score: Raw -17409023.846073 + Penalty 5798.634549 = -17403225.211524
  nChanged 758
		SP:Iteration 17Q (3477.220000 sec): 3 clusters
  Score: Raw -17409301.716267 + Penalty 5798.634549 = -17403503.081718
  nChanged 683
		SP:Iteration 18Q (3477.570000 sec): 3 clusters
  Score: Raw -17409547.248466 + Penalty 5798.634549 = -17403748.613917
  nChanged 600
		SP:Iteration 19Q (3477.920000 sec): 3 clusters
  Score: Raw -17409757.259738 + Penalty 5798.634549 = -17403958.625189
  nChanged 531
		SP:Iteration 20F (3478.380000 sec): 3 clusters
  Score: Raw -17409942.738546 + Penalty 5798.634549 = -17404144.103997
  nChanged 481
		SP:Iteration 21Q (3478.720000 sec): 3 clusters
  Score: Raw -17410098.193684 + Penalty 5798.634549 = -17404299.559135
  nChanged 440
		SP:Iteration 22Q (3479.060000 sec): 3 clusters
  Score: Raw -17410240.247323 + Penalty 5798.634549 = -17404441.612774
  nChanged 392
		SP:Iteration 23Q (3479.400000 sec): 3 clusters
  Score: Raw -17410363.814043 + Penalty 5798.634549 = -17404565.179494
  nChanged 331
		SP:Iteration 24Q (3479.740000 sec): 3 clusters
  Score: Raw -17410470.209577 + Penalty 5798.634549 = -17404671.575028
  nChanged 276
		SP:Iteration 25Q (3480.070000 sec): 3 clusters
  Score: Raw -17410554.378128 + Penalty 5798.634549 = -17404755.743579
  nChanged 239
		SP:Iteration 26Q (3480.410000 sec): 3 clusters
  Score: Raw -17410630.789098 + Penalty 5798.634549 = -17404832.154549
  nChanged 239
		SP:Iteration 27Q (3480.740000 sec): 3 clusters
  Score: Raw -17410712.402628 + Penalty 5798.634549 = -17404913.768079
  nChanged 227
		SP:Iteration 28Q (3481.080000 sec): 3 clusters
  Score: Raw -17410786.923625 + Penalty 5798.634549 = -17404988.289076
  nChanged 205
		SP:Iteration 29Q (3481.410000 sec): 3 clusters
  Score: Raw -17410853.626513 + Penalty 5798.634549 = -17405054.991964
  nChanged 176
		SP:Iteration 30Q (3481.740000 sec): 3 clusters
  Score: Raw -17410913.882839 + Penalty 5798.634549 = -17405115.248290
  nChanged 174
		SP:Iteration 31Q (3482.070000 sec): 3 clusters
  Score: Raw -17410972.728104 + Penalty 5798.634549 = -17405174.093555
  nChanged 154
		SP:Iteration 32Q (3482.400000 sec): 3 clusters
  Score: Raw -17411028.350606 + Penalty 5798.634549 = -17405229.716057
  nChanged 138
		SP:Iteration 33Q (3482.730000 sec): 3 clusters
  Score: Raw -17411081.412546 + Penalty 5798.634549 = -17405282.777998
  nChanged 107
		SP:Iteration 34Q (3483.050000 sec): 3 clusters
  Score: Raw -17411117.664073 + Penalty 5798.634549 = -17405319.029524
  nChanged 83
		SP:Iteration 35Q (3483.380000 sec): 3 clusters
  Score: Raw -17411146.115638 + Penalty 5798.634549 = -17405347.481089
  nChanged 77
		SP:Iteration 36Q (3483.710000 sec): 3 clusters
  Score: Raw -17411172.602702 + Penalty 5798.634549 = -17405373.968153
  nChanged 59
		SP:Iteration 37Q (3484.030000 sec): 3 clusters
  Score: Raw -17411195.447847 + Penalty 5798.634549 = -17405396.813298
  nChanged 64
		SP:Iteration 38Q (3484.350000 sec): 3 clusters
  Score: Raw -17411219.536356 + Penalty 5798.634549 = -17405420.901807
  nChanged 64
		SP:Iteration 39Q (3484.680000 sec): 3 clusters
  Score: Raw -17411247.606792 + Penalty 5798.634549 = -17405448.972243
  nChanged 59
		SP:Iteration 40F (3485.130000 sec): 3 clusters
  Score: Raw -17411272.748860 + Penalty 5798.634549 = -17405474.114311
  nChanged 52
		SP:Iteration 41Q (3485.450000 sec): 3 clusters
  Score: Raw -17411293.870158 + Penalty 5798.634549 = -17405495.235609
  nChanged 59
		SP:Iteration 42Q (3485.780000 sec): 3 clusters
  Score: Raw -17411316.327696 + Penalty 5798.634549 = -17405517.693147
  nChanged 48
		SP:Iteration 43Q (3486.100000 sec): 3 clusters
  Score: Raw -17411334.371430 + Penalty 5798.634549 = -17405535.736881
  nChanged 46
		SP:Iteration 44Q (3486.430000 sec): 3 clusters
  Score: Raw -17411351.982111 + Penalty 5798.634549 = -17405553.347562
  nChanged 45
		SP:Iteration 45Q (3486.750000 sec): 3 clusters
  Score: Raw -17411371.364482 + Penalty 5798.634549 = -17405572.729933
  nChanged 54
		SP:Iteration 46Q (3487.070000 sec): 3 clusters
  Score: Raw -17411398.216691 + Penalty 5798.634549 = -17405599.582142
  nChanged 40
		SP:Iteration 47Q (3487.400000 sec): 3 clusters
  Score: Raw -17411416.682353 + Penalty 5798.634549 = -17405618.047804
  nChanged 37
		SP:Iteration 48Q (3487.720000 sec): 3 clusters
  Score: Raw -17411434.324261 + Penalty 5798.634549 = -17405635.689712
  nChanged 35
		SP:Iteration 49Q (3488.040000 sec): 3 clusters
  Score: Raw -17411450.569817 + Penalty 5798.634549 = -17405651.935268
  nChanged 25
		SP:Iteration 50Q (3488.370000 sec): 3 clusters
  Score: Raw -17411460.396516 + Penalty 5798.634549 = -17405661.761967
  nChanged 19
		SP:Iteration 51Q (3488.690000 sec): 3 clusters
  Score: Raw -17411467.258277 + Penalty 5798.634549 = -17405668.623728
  nChanged 17
		SP:Iteration 52Q (3489.010000 sec): 3 clusters
  Score: Raw -17411475.169441 + Penalty 5798.634549 = -17405676.534892
  nChanged 16
		SP:Iteration 53Q (3489.330000 sec): 3 clusters
  Score: Raw -17411481.001505 + Penalty 5798.634549 = -17405682.366956
  nChanged 12
		SP:Iteration 54Q (3489.650000 sec): 3 clusters
  Score: Raw -17411485.864187 + Penalty 5798.634549 = -17405687.229638
  nChanged 10
		SP:Iteration 55Q (3489.970000 sec): 3 clusters
  Score: Raw -17411489.606670 + Penalty 5798.634549 = -17405690.972121
  nChanged 9
		SP:Iteration 56Q (3490.290000 sec): 3 clusters
  Score: Raw -17411494.121284 + Penalty 5798.634549 = -17405695.486735
  nChanged 8
		SP:Iteration 57Q (3490.620000 sec): 3 clusters
  Score: Raw -17411496.229835 + Penalty 5798.634549 = -17405697.595286
  nChanged 4
		SP:Iteration 58Q (3490.940000 sec): 3 clusters
  Score: Raw -17411497.390591 + Penalty 5798.634549 = -17405698.756043
  nChanged 3
		SP:Iteration 59Q (3491.260000 sec): 3 clusters
  Score: Raw -17411498.987551 + Penalty 5798.634549 = -17405700.353002
  nChanged 3
		SP:Iteration 60F (3491.710000 sec): 3 clusters
  Score: Raw -17411499.867091 + Penalty 5798.634549 = -17405701.232542
  nChanged 3
		SP:Iteration 61Q (3492.030000 sec): 3 clusters
  Score: Raw -17411501.183559 + Penalty 5798.634549 = -17405702.549010
  nChanged 3
		SP:Iteration 62Q (3492.350000 sec): 3 clusters
  Score: Raw -17411503.182274 + Penalty 5798.634549 = -17405704.547725
  nChanged 0
		SP:Iteration 63F (3492.800000 sec): 3 clusters
  Score: Raw -17411503.182274 + Penalty 5798.634549 = -17405704.547725
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3492.880000 sec): 2 clusters
  Score: Raw -1775832.895195 + Penalty 2321.847580 = -1773511.047615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3492.930000 sec): 3 clusters
  Score: Raw -1769415.419817 + Penalty 4643.695160 = -1764771.724658
  nChanged 4846
		SP:Iteration 1F (3492.970000 sec): 3 clusters
  Score: Raw -1771981.821386 + Penalty 4643.695160 = -1767338.126227
  nChanged 728
		SP:Iteration 2F (3493.010000 sec): 3 clusters
  Score: Raw -1772276.380857 + Penalty 4643.695160 = -1767632.685697
  nChanged 550
		SP:Iteration 3Q (3493.050000 sec): 3 clusters
  Score: Raw -1772487.339645 + Penalty 4643.695160 = -1767843.644485
  nChanged 425
		SP:Iteration 4Q (3493.100000 sec): 3 clusters
  Score: Raw -1772650.231521 + Penalty 4643.695160 = -1768006.536361
  nChanged 384
		SP:Iteration 5Q (3493.140000 sec): 3 clusters
  Score: Raw -1772794.487680 + Penalty 4643.695160 = -1768150.792521
  nChanged 360
		SP:Iteration 6Q (3493.180000 sec): 3 clusters
  Score: Raw -1772920.510533 + Penalty 4643.695160 = -1768276.815374
  nChanged 327
		SP:Iteration 7Q (3493.220000 sec): 3 clusters
  Score: Raw -1773027.746272 + Penalty 4643.695160 = -1768384.051113
  nChanged 251
		SP:Iteration 8Q (3493.260000 sec): 3 clusters
  Score: Raw -1773114.918055 + Penalty 4643.695160 = -1768471.222895
  nChanged 253
		SP:Iteration 9Q (3493.310000 sec): 3 clusters
  Score: Raw -1773211.449518 + Penalty 4643.695160 = -1768567.754358
  nChanged 255
		SP:Iteration 10Q (3493.350000 sec): 3 clusters
  Score: Raw -1773298.636447 + Penalty 4643.695160 = -1768654.941287
  nChanged 243
		SP:Iteration 11Q (3493.390000 sec): 3 clusters
  Score: Raw -1773389.457836 + Penalty 4643.695160 = -1768745.762676
  nChanged 252
		SP:Iteration 12Q (3493.430000 sec): 3 clusters
  Score: Raw -1773490.813395 + Penalty 4643.695160 = -1768847.118235
  nChanged 272
		SP:Iteration 13Q (3493.480000 sec): 3 clusters
  Score: Raw -1773612.635856 + Penalty 4643.695160 = -1768968.940696
  nChanged 305
		SP:Iteration 14Q (3493.520000 sec): 3 clusters
  Score: Raw -1773752.111428 + Penalty 4643.695160 = -1769108.416269
  nChanged 312
		SP:Iteration 15Q (3493.560000 sec): 3 clusters
  Score: Raw -1773906.762189 + Penalty 4643.695160 = -1769263.067029
  nChanged 347
		SP:Iteration 16Q (3493.600000 sec): 3 clusters
  Score: Raw -1774090.914432 + Penalty 4643.695160 = -1769447.219272
  nChanged 368
		SP:Iteration 17Q (3493.640000 sec): 3 clusters
  Score: Raw -1774303.593938 + Penalty 4643.695160 = -1769659.898779
  nChanged 397
		SP:Iteration 18Q (3493.680000 sec): 3 clusters
  Score: Raw -1774551.051199 + Penalty 4643.695160 = -1769907.356039
  nChanged 413
		SP:Iteration 19Q (3493.720000 sec): 3 clusters
  Score: Raw -1774831.042586 + Penalty 4643.695160 = -1770187.347426
  nChanged 374
		SP:Iteration 20F (3493.760000 sec): 3 clusters
  Score: Raw -1775084.225818 + Penalty 4643.695160 = -1770440.530659
  nChanged 331
		SP:Iteration 21Q (3493.800000 sec): 3 clusters
  Score: Raw -1775317.644858 + Penalty 4643.695160 = -1770673.949698
  nChanged 264
		SP:Iteration 22Q (3493.840000 sec): 3 clusters
  Score: Raw -1775520.526809 + Penalty 4643.695160 = -1770876.831649
  nChanged 192
		SP:Iteration 23Q (3493.870000 sec): 3 clusters
  Score: Raw -1775667.907503 + Penalty 4643.695160 = -1771024.212344
  nChanged 148
		SP:Iteration 24Q (3493.910000 sec): 3 clusters
  Score: Raw -1775779.000995 + Penalty 4643.695160 = -1771135.305836
  nChanged 117
		SP:Iteration 25Q (3493.940000 sec): 3 clusters
  Score: Raw -1775881.818330 + Penalty 4643.695160 = -1771238.123170
  nChanged 91
		SP:Iteration 26Q (3493.980000 sec): 3 clusters
  Score: Raw -1775970.701474 + Penalty 4643.695160 = -1771327.006314
  nChanged 62
		SP:Iteration 27Q (3494.010000 sec): 3 clusters
  Score: Raw -1776029.212110 + Penalty 4643.695160 = -1771385.516950
  nChanged 42
		SP:Iteration 28Q (3494.040000 sec): 3 clusters
  Score: Raw -1776068.906907 + Penalty 4643.695160 = -1771425.211747
  nChanged 27
		SP:Iteration 29Q (3494.070000 sec): 3 clusters
  Score: Raw -1776094.256872 + Penalty 4643.695160 = -1771450.561712
  nChanged 14
		SP:Iteration 30Q (3494.100000 sec): 3 clusters
  Score: Raw -1776106.207205 + Penalty 4643.695160 = -1771462.512045
  nChanged 6
		SP:Iteration 31Q (3494.140000 sec): 3 clusters
  Score: Raw -1776110.206875 + Penalty 4643.695160 = -1771466.511715
  nChanged 5
		SP:Iteration 32Q (3494.170000 sec): 3 clusters
  Score: Raw -1776113.132645 + Penalty 4643.695160 = -1771469.437485
  nChanged 4
		SP:Iteration 33Q (3494.200000 sec): 3 clusters
  Score: Raw -1776116.326179 + Penalty 4643.695160 = -1771472.631019
  nChanged 4
		SP:Iteration 34Q (3494.230000 sec): 3 clusters
  Score: Raw -1776118.756995 + Penalty 4643.695160 = -1771475.061835
  nChanged 3
		SP:Iteration 35Q (3494.260000 sec): 3 clusters
  Score: Raw -1776121.632799 + Penalty 4643.695160 = -1771477.937639
  nChanged 4
		SP:Iteration 36Q (3494.290000 sec): 3 clusters
  Score: Raw -1776125.087929 + Penalty 4643.695160 = -1771481.392769
  nChanged 5
		SP:Iteration 37Q (3494.320000 sec): 3 clusters
  Score: Raw -1776128.152522 + Penalty 4643.695160 = -1771484.457362
  nChanged 4
		SP:Iteration 38Q (3494.350000 sec): 3 clusters
  Score: Raw -1776131.240667 + Penalty 4643.695160 = -1771487.545507
  nChanged 4
		SP:Iteration 39Q (3494.380000 sec): 3 clusters
  Score: Raw -1776135.311322 + Penalty 4643.695160 = -1771491.616163
  nChanged 8
		SP:Iteration 40F (3494.420000 sec): 3 clusters
  Score: Raw -1776144.341441 + Penalty 4643.695160 = -1771500.646281
  nChanged 7
		SP:Iteration 41Q (3494.460000 sec): 3 clusters
  Score: Raw -1776150.515003 + Penalty 4643.695160 = -1771506.819843
  nChanged 9
		SP:Iteration 42Q (3494.490000 sec): 3 clusters
  Score: Raw -1776159.322617 + Penalty 4643.695160 = -1771515.627457
  nChanged 10
		SP:Iteration 43Q (3494.520000 sec): 3 clusters
  Score: Raw -1776166.142692 + Penalty 4643.695160 = -1771522.447532
  nChanged 9
		SP:Iteration 44Q (3494.550000 sec): 3 clusters
  Score: Raw -1776173.931682 + Penalty 4643.695160 = -1771530.236522
  nChanged 5
		SP:Iteration 45Q (3494.580000 sec): 3 clusters
  Score: Raw -1776178.352019 + Penalty 4643.695160 = -1771534.656860
  nChanged 3
		SP:Iteration 46Q (3494.610000 sec): 3 clusters
  Score: Raw -1776180.801468 + Penalty 4643.695160 = -1771537.106308
  nChanged 2
		SP:Iteration 47Q (3494.640000 sec): 3 clusters
  Score: Raw -1776181.404776 + Penalty 4643.695160 = -1771537.709616
  nChanged 2
		SP:Iteration 48Q (3494.670000 sec): 3 clusters
  Score: Raw -1776182.629039 + Penalty 4643.695160 = -1771538.933880
  nChanged 1
		SP:Iteration 49Q (3494.700000 sec): 3 clusters
  Score: Raw -1776183.107349 + Penalty 4643.695160 = -1771539.412189
  nChanged 0
		SP:Iteration 50F (3494.740000 sec): 3 clusters
  Score: Raw -1776183.107349 + Penalty 4643.695160 = -1771539.412189
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (3739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3494.760000 sec): 2 clusters
  Score: Raw -535116.653320 + Penalty 2040.190222 = -533076.463098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3494.780000 sec): 3 clusters
  Score: Raw -533404.240726 + Penalty 4080.380444 = -529323.860282
  nChanged 1370
		SP:Iteration 1F (3494.790000 sec): 3 clusters
  Score: Raw -534217.766365 + Penalty 4080.380444 = -530137.385921
  nChanged 289
		SP:Iteration 2F (3494.800000 sec): 3 clusters
  Score: Raw -534396.673813 + Penalty 4080.380444 = -530316.293369
  nChanged 183
		SP:Iteration 3Q (3494.820000 sec): 3 clusters
  Score: Raw -534506.882224 + Penalty 4080.380444 = -530426.501780
  nChanged 125
		SP:Iteration 4Q (3494.830000 sec): 3 clusters
  Score: Raw -534589.410770 + Penalty 4080.380444 = -530509.030326
  nChanged 118
		SP:Iteration 5Q (3494.840000 sec): 3 clusters
  Score: Raw -534663.580725 + Penalty 4080.380444 = -530583.200281
  nChanged 91
		SP:Iteration 6Q (3494.860000 sec): 3 clusters
  Score: Raw -534722.845294 + Penalty 4080.380444 = -530642.464850
  nChanged 93
		SP:Iteration 7Q (3494.870000 sec): 3 clusters
  Score: Raw -534778.997496 + Penalty 4080.380444 = -530698.617053
  nChanged 72
		SP:Iteration 8Q (3494.880000 sec): 3 clusters
  Score: Raw -534816.093800 + Penalty 4080.380444 = -530735.713356
  nChanged 65
		SP:Iteration 9Q (3494.900000 sec): 3 clusters
  Score: Raw -534852.733189 + Penalty 4080.380444 = -530772.352746
  nChanged 69
		SP:Iteration 10Q (3494.910000 sec): 3 clusters
  Score: Raw -534886.207484 + Penalty 4080.380444 = -530805.827040
  nChanged 59
		SP:Iteration 11Q (3494.930000 sec): 3 clusters
  Score: Raw -534919.649939 + Penalty 4080.380444 = -530839.269495
  nChanged 57
		SP:Iteration 12Q (3494.940000 sec): 3 clusters
  Score: Raw -534957.747611 + Penalty 4080.380444 = -530877.367167
  nChanged 68
		SP:Iteration 13Q (3494.950000 sec): 3 clusters
  Score: Raw -534993.875328 + Penalty 4080.380444 = -530913.494884
  nChanged 55
		SP:Iteration 14Q (3494.970000 sec): 3 clusters
  Score: Raw -535021.612304 + Penalty 4080.380444 = -530941.231861
  nChanged 46
		SP:Iteration 15Q (3494.980000 sec): 3 clusters
  Score: Raw -535043.650766 + Penalty 4080.380444 = -530963.270322
  nChanged 36
		SP:Iteration 16Q (3495.000000 sec): 3 clusters
  Score: Raw -535061.008065 + Penalty 4080.380444 = -530980.627622
  nChanged 36
		SP:Iteration 17Q (3495.010000 sec): 3 clusters
  Score: Raw -535079.471315 + Penalty 4080.380444 = -530999.090871
  nChanged 41
		SP:Iteration 18Q (3495.020000 sec): 3 clusters
  Score: Raw -535098.762570 + Penalty 4080.380444 = -531018.382127
  nChanged 30
		SP:Iteration 19Q (3495.040000 sec): 3 clusters
  Score: Raw -535114.970664 + Penalty 4080.380444 = -531034.590220
  nChanged 27
		SP:Iteration 20F (3495.050000 sec): 3 clusters
  Score: Raw -535127.106083 + Penalty 4080.380444 = -531046.725639
  nChanged 29
		SP:Iteration 21Q (3495.060000 sec): 3 clusters
  Score: Raw -535138.662411 + Penalty 4080.380444 = -531058.281967
  nChanged 22
		SP:Iteration 22Q (3495.080000 sec): 3 clusters
  Score: Raw -535147.950119 + Penalty 4080.380444 = -531067.569675
  nChanged 18
		SP:Iteration 23Q (3495.090000 sec): 3 clusters
  Score: Raw -535155.515111 + Penalty 4080.380444 = -531075.134667
  nChanged 10
		SP:Iteration 24Q (3495.100000 sec): 3 clusters
  Score: Raw -535159.133394 + Penalty 4080.380444 = -531078.752950
  nChanged 9
		SP:Iteration 25Q (3495.120000 sec): 3 clusters
  Score: Raw -535164.074245 + Penalty 4080.380444 = -531083.693801
  nChanged 14
		SP:Iteration 26Q (3495.130000 sec): 3 clusters
  Score: Raw -535169.985440 + Penalty 4080.380444 = -531089.604996
  nChanged 9
		SP:Iteration 27Q (3495.140000 sec): 3 clusters
  Score: Raw -535173.420759 + Penalty 4080.380444 = -531093.040315
  nChanged 11
		SP:Iteration 28Q (3495.160000 sec): 3 clusters
  Score: Raw -535177.758599 + Penalty 4080.380444 = -531097.378156
  nChanged 10
		SP:Iteration 29Q (3495.170000 sec): 3 clusters
  Score: Raw -535181.917573 + Penalty 4080.380444 = -531101.537129
  nChanged 7
		SP:Iteration 30Q (3495.180000 sec): 3 clusters
  Score: Raw -535183.831558 + Penalty 4080.380444 = -531103.451114
  nChanged 3
		SP:Iteration 31Q (3495.200000 sec): 3 clusters
  Score: Raw -535184.345969 + Penalty 4080.380444 = -531103.965526
  nChanged 2
		SP:Iteration 32Q (3495.210000 sec): 3 clusters
  Score: Raw -535184.864185 + Penalty 4080.380444 = -531104.483741
  nChanged 2
		SP:Iteration 33Q (3495.220000 sec): 3 clusters
  Score: Raw -535185.555318 + Penalty 4080.380444 = -531105.174875
  nChanged 2
		SP:Iteration 34Q (3495.240000 sec): 3 clusters
  Score: Raw -535186.035851 + Penalty 4080.380444 = -531105.655408
  nChanged 2
		SP:Iteration 35Q (3495.250000 sec): 3 clusters
  Score: Raw -535186.519351 + Penalty 4080.380444 = -531106.138908
  nChanged 2
		SP:Iteration 36Q (3495.260000 sec): 3 clusters
  Score: Raw -535187.081459 + Penalty 4080.380444 = -531106.701015
  nChanged 2
		SP:Iteration 37Q (3495.280000 sec): 3 clusters
  Score: Raw -535187.657510 + Penalty 4080.380444 = -531107.277067
  nChanged 2
		SP:Iteration 38Q (3495.290000 sec): 3 clusters
  Score: Raw -535188.147179 + Penalty 4080.380444 = -531107.766735
  nChanged 1
		SP:Iteration 39Q (3495.300000 sec): 3 clusters
  Score: Raw -535188.325544 + Penalty 4080.380444 = -531107.945100
  nChanged 0
		SP:Iteration 40F (3495.320000 sec): 3 clusters
  Score: Raw -535188.325544 + Penalty 4080.380444 = -531107.945100
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3495.320000 sec): 2 clusters
  Score: Raw -27239.942278 + Penalty 1352.919637 = -25887.022641
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3495.320000 sec): 3 clusters
  Score: Raw -27430.504619 + Penalty 2705.839273 = -24724.665346
  nChanged 34
		SP:Iteration 1F (3495.320000 sec): 3 clusters
  Score: Raw -27595.717535 + Penalty 2705.839273 = -24889.878262
  nChanged 9
		SP:Iteration 2Q (3495.330000 sec): 3 clusters
  Score: Raw -27652.306241 + Penalty 2705.839273 = -24946.466968
  nChanged 6
		SP:Iteration 3Q (3495.330000 sec): 3 clusters
  Score: Raw -27696.309533 + Penalty 2705.839273 = -24990.470260
  nChanged 4
		SP:Iteration 4Q (3495.330000 sec): 3 clusters
  Score: Raw -27727.513351 + Penalty 2705.839273 = -25021.674078
  nChanged 4
		SP:Iteration 5Q (3495.330000 sec): 3 clusters
  Score: Raw -27788.116136 + Penalty 2705.839273 = -25082.276862
  nChanged 6
		SP:Iteration 6Q (3495.330000 sec): 3 clusters
  Score: Raw -27858.677525 + Penalty 2705.839273 = -25152.838252
  nChanged 7
		SP:Iteration 7Q (3495.330000 sec): 3 clusters
  Score: Raw -27887.880016 + Penalty 2705.839273 = -25182.040743
  nChanged 4
		SP:Iteration 8Q (3495.330000 sec): 3 clusters
  Score: Raw -27903.923793 + Penalty 2705.839273 = -25198.084520
  nChanged 4
		SP:Iteration 9Q (3495.330000 sec): 3 clusters
  Score: Raw -27931.391665 + Penalty 2705.839273 = -25225.552392
  nChanged 4
		SP:Iteration 10Q (3495.330000 sec): 3 clusters
  Score: Raw -27952.616598 + Penalty 2705.839273 = -25246.777325
  nChanged 3
		SP:Iteration 11Q (3495.330000 sec): 3 clusters
  Score: Raw -27966.692760 + Penalty 2705.839273 = -25260.853487
  nChanged 1
		SP:Iteration 12Q (3495.340000 sec): 3 clusters
  Score: Raw -27970.203400 + Penalty 2705.839273 = -25264.364126
  nChanged 0
		SP:Iteration 13F (3495.340000 sec): 3 clusters
  Score: Raw -27970.746959 + Penalty 2705.839273 = -25264.907686
  nChanged 1
		SP:Iteration 14Q (3495.340000 sec): 3 clusters
  Score: Raw -27976.755456 + Penalty 2705.839273 = -25270.916183
  nChanged 1
		SP:Iteration 15Q (3495.340000 sec): 3 clusters
  Score: Raw -28018.494746 + Penalty 2705.839273 = -25312.655473
  nChanged 2
		SP:Iteration 16Q (3495.340000 sec): 3 clusters
  Score: Raw -28042.882298 + Penalty 2705.839273 = -25337.043025
  nChanged 4
		SP:Iteration 17Q (3495.340000 sec): 3 clusters
  Score: Raw -28122.233077 + Penalty 2705.839273 = -25416.393803
  nChanged 2
		SP:Iteration 18Q (3495.340000 sec): 3 clusters
  Score: Raw -28141.934667 + Penalty 2705.839273 = -25436.095394
  nChanged 2
		SP:Iteration 19Q (3495.340000 sec): 3 clusters
  Score: Raw -28160.883179 + Penalty 2705.839273 = -25455.043906
  nChanged 0
		SP:Iteration 20F (3495.340000 sec): 3 clusters
  Score: Raw -28160.883179 + Penalty 2705.839273 = -25455.043906
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (30932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3495.450000 sec): 2 clusters
  Score: Raw -4515613.196611 + Penalty 2564.207538 = -4513048.989073
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3495.560000 sec): 3 clusters
  Score: Raw -4497035.056717 + Penalty 5128.415077 = -4491906.641641
  nChanged 13959
		SP:Iteration 1F (3495.680000 sec): 3 clusters
  Score: Raw -4504667.602188 + Penalty 5128.415077 = -4499539.187112
  nChanged 1557
		SP:Iteration 2F (3495.790000 sec): 3 clusters
  Score: Raw -4505295.828434 + Penalty 5128.415077 = -4500167.413357
  nChanged 1502
		SP:Iteration 3Q (3495.910000 sec): 3 clusters
  Score: Raw -4506029.809894 + Penalty 5128.415077 = -4500901.394817
  nChanged 1573
		SP:Iteration 4F (3496.030000 sec): 3 clusters
  Score: Raw -4506895.243209 + Penalty 5128.415077 = -4501766.828132
  nChanged 1681
		SP:Iteration 5F (3496.150000 sec): 3 clusters
  Score: Raw -4507902.741103 + Penalty 5128.415077 = -4502774.326027
  nChanged 1727
		SP:Iteration 6F (3496.260000 sec): 3 clusters
  Score: Raw -4508920.344609 + Penalty 5128.415077 = -4503791.929532
  nChanged 1724
		SP:Iteration 7F (3496.370000 sec): 3 clusters
  Score: Raw -4509856.163092 + Penalty 5128.415077 = -4504727.748015
  nChanged 1637
		SP:Iteration 8F (3496.490000 sec): 3 clusters
  Score: Raw -4510704.120384 + Penalty 5128.415077 = -4505575.705307
  nChanged 1380
		SP:Iteration 9Q (3496.600000 sec): 3 clusters
  Score: Raw -4511289.402144 + Penalty 5128.415077 = -4506160.987067
  nChanged 1072
		SP:Iteration 10Q (3496.720000 sec): 3 clusters
  Score: Raw -4511665.086992 + Penalty 5128.415077 = -4506536.671915
  nChanged 839
		SP:Iteration 11Q (3496.830000 sec): 3 clusters
  Score: Raw -4511923.549989 + Penalty 5128.415077 = -4506795.134913
  nChanged 615
		SP:Iteration 12Q (3496.950000 sec): 3 clusters
  Score: Raw -4512088.948762 + Penalty 5128.415077 = -4506960.533686
  nChanged 511
		SP:Iteration 13Q (3497.060000 sec): 3 clusters
  Score: Raw -4512212.668483 + Penalty 5128.415077 = -4507084.253406
  nChanged 402
		SP:Iteration 14Q (3497.170000 sec): 3 clusters
  Score: Raw -4512309.048174 + Penalty 5128.415077 = -4507180.633097
  nChanged 337
		SP:Iteration 15Q (3497.290000 sec): 3 clusters
  Score: Raw -4512399.969655 + Penalty 5128.415077 = -4507271.554578
  nChanged 313
		SP:Iteration 16Q (3497.400000 sec): 3 clusters
  Score: Raw -4512478.519262 + Penalty 5128.415077 = -4507350.104185
  nChanged 285
		SP:Iteration 17Q (3497.510000 sec): 3 clusters
  Score: Raw -4512543.743270 + Penalty 5128.415077 = -4507415.328193
  nChanged 247
		SP:Iteration 18Q (3497.630000 sec): 3 clusters
  Score: Raw -4512588.374477 + Penalty 5128.415077 = -4507459.959400
  nChanged 213
		SP:Iteration 19Q (3497.740000 sec): 3 clusters
  Score: Raw -4512619.563049 + Penalty 5128.415077 = -4507491.147972
  nChanged 165
		SP:Iteration 20F (3497.860000 sec): 3 clusters
  Score: Raw -4512644.388129 + Penalty 5128.415077 = -4507515.973052
  nChanged 155
		SP:Iteration 21Q (3497.970000 sec): 3 clusters
  Score: Raw -4512667.688303 + Penalty 5128.415077 = -4507539.273227
  nChanged 149
		SP:Iteration 22Q (3498.090000 sec): 3 clusters
  Score: Raw -4512688.548813 + Penalty 5128.415077 = -4507560.133736
  nChanged 135
		SP:Iteration 23Q (3498.200000 sec): 3 clusters
  Score: Raw -4512709.837977 + Penalty 5128.415077 = -4507581.422900
  nChanged 141
		SP:Iteration 24Q (3498.310000 sec): 3 clusters
  Score: Raw -4512732.918893 + Penalty 5128.415077 = -4507604.503816
  nChanged 141
		SP:Iteration 25Q (3498.430000 sec): 3 clusters
  Score: Raw -4512755.819892 + Penalty 5128.415077 = -4507627.404815
  nChanged 149
		SP:Iteration 26Q (3498.550000 sec): 3 clusters
  Score: Raw -4512782.546231 + Penalty 5128.415077 = -4507654.131155
  nChanged 146
		SP:Iteration 27Q (3498.660000 sec): 3 clusters
  Score: Raw -4512811.967353 + Penalty 5128.415077 = -4507683.552276
  nChanged 157
		SP:Iteration 28Q (3498.770000 sec): 3 clusters
  Score: Raw -4512840.928580 + Penalty 5128.415077 = -4507712.513503
  nChanged 159
		SP:Iteration 29Q (3498.890000 sec): 3 clusters
  Score: Raw -4512866.780914 + Penalty 5128.415077 = -4507738.365837
  nChanged 154
		SP:Iteration 30Q (3499.000000 sec): 3 clusters
  Score: Raw -4512888.606173 + Penalty 5128.415077 = -4507760.191096
  nChanged 111
		SP:Iteration 31Q (3499.110000 sec): 3 clusters
  Score: Raw -4512901.909881 + Penalty 5128.415077 = -4507773.494805
  nChanged 117
		SP:Iteration 32Q (3499.230000 sec): 3 clusters
  Score: Raw -4512914.577123 + Penalty 5128.415077 = -4507786.162046
  nChanged 101
		SP:Iteration 33Q (3499.340000 sec): 3 clusters
  Score: Raw -4512925.978640 + Penalty 5128.415077 = -4507797.563564
  nChanged 106
		SP:Iteration 34Q (3499.450000 sec): 3 clusters
  Score: Raw -4512938.088433 + Penalty 5128.415077 = -4507809.673356
  nChanged 107
		SP:Iteration 35Q (3499.570000 sec): 3 clusters
  Score: Raw -4512949.409526 + Penalty 5128.415077 = -4507820.994449
  nChanged 105
		SP:Iteration 36Q (3499.680000 sec): 3 clusters
  Score: Raw -4512959.966686 + Penalty 5128.415077 = -4507831.551609
  nChanged 113
		SP:Iteration 37Q (3499.790000 sec): 3 clusters
  Score: Raw -4512972.400492 + Penalty 5128.415077 = -4507843.985416
  nChanged 122
		SP:Iteration 38Q (3499.910000 sec): 3 clusters
  Score: Raw -4512986.035205 + Penalty 5128.415077 = -4507857.620128
  nChanged 130
		SP:Iteration 39Q (3500.020000 sec): 3 clusters
  Score: Raw -4513001.135163 + Penalty 5128.415077 = -4507872.720087
  nChanged 145
		SP:Iteration 40F (3500.130000 sec): 3 clusters
  Score: Raw -4513017.370742 + Penalty 5128.415077 = -4507888.955666
  nChanged 143
		SP:Iteration 41Q (3500.250000 sec): 3 clusters
  Score: Raw -4513034.952572 + Penalty 5128.415077 = -4507906.537495
  nChanged 141
		SP:Iteration 42Q (3500.370000 sec): 3 clusters
  Score: Raw -4513052.834346 + Penalty 5128.415077 = -4507924.419270
  nChanged 134
		SP:Iteration 43Q (3500.480000 sec): 3 clusters
  Score: Raw -4513067.827134 + Penalty 5128.415077 = -4507939.412057
  nChanged 140
		SP:Iteration 44Q (3500.590000 sec): 3 clusters
  Score: Raw -4513084.991961 + Penalty 5128.415077 = -4507956.576885
  nChanged 156
		SP:Iteration 45Q (3500.710000 sec): 3 clusters
  Score: Raw -4513106.054160 + Penalty 5128.415077 = -4507977.639084
  nChanged 173
		SP:Iteration 46Q (3500.820000 sec): 3 clusters
  Score: Raw -4513131.070251 + Penalty 5128.415077 = -4508002.655174
  nChanged 165
		SP:Iteration 47Q (3500.930000 sec): 3 clusters
  Score: Raw -4513155.825232 + Penalty 5128.415077 = -4508027.410156
  nChanged 168
		SP:Iteration 48Q (3501.050000 sec): 3 clusters
  Score: Raw -4513181.713989 + Penalty 5128.415077 = -4508053.298913
  nChanged 189
		SP:Iteration 49Q (3501.170000 sec): 3 clusters
  Score: Raw -4513210.687242 + Penalty 5128.415077 = -4508082.272165
  nChanged 191
		SP:Iteration 50Q (3501.280000 sec): 3 clusters
  Score: Raw -4513241.337849 + Penalty 5128.415077 = -4508112.922773
  nChanged 203
		SP:Iteration 51Q (3501.390000 sec): 3 clusters
  Score: Raw -4513277.973030 + Penalty 5128.415077 = -4508149.557953
  nChanged 246
		SP:Iteration 52Q (3501.510000 sec): 3 clusters
  Score: Raw -4513326.006536 + Penalty 5128.415077 = -4508197.591459
  nChanged 292
		SP:Iteration 53Q (3501.620000 sec): 3 clusters
  Score: Raw -4513394.911454 + Penalty 5128.415077 = -4508266.496378
  nChanged 342
		SP:Iteration 54Q (3501.740000 sec): 3 clusters
  Score: Raw -4513482.344537 + Penalty 5128.415077 = -4508353.929461
  nChanged 388
		SP:Iteration 55Q (3501.850000 sec): 3 clusters
  Score: Raw -4513592.817540 + Penalty 5128.415077 = -4508464.402464
  nChanged 408
		SP:Iteration 56Q (3501.960000 sec): 3 clusters
  Score: Raw -4513718.072979 + Penalty 5128.415077 = -4508589.657902
  nChanged 430
		SP:Iteration 57Q (3502.080000 sec): 3 clusters
  Score: Raw -4513870.634345 + Penalty 5128.415077 = -4508742.219268
  nChanged 439
		SP:Iteration 58Q (3502.190000 sec): 3 clusters
  Score: Raw -4514055.632843 + Penalty 5128.415077 = -4508927.217766
  nChanged 533
		SP:Iteration 59Q (3502.300000 sec): 3 clusters
  Score: Raw -4514351.556912 + Penalty 5128.415077 = -4509223.141835
  nChanged 556
		SP:Iteration 60F (3502.420000 sec): 3 clusters
  Score: Raw -4514786.507611 + Penalty 5128.415077 = -4509658.092534
  nChanged 606
		SP:Iteration 61Q (3502.530000 sec): 3 clusters
  Score: Raw -4515508.250233 + Penalty 5128.415077 = -4510379.835156
  nChanged 424
		SP:Iteration 62Q (3502.630000 sec): 3 clusters
  Score: Raw -4516054.430366 + Penalty 5128.415077 = -4510926.015290
  nChanged 329
		SP:Iteration 63Q (3502.730000 sec): 3 clusters
  Score: Raw -4516329.026877 + Penalty 5128.415077 = -4511200.611800
  nChanged 252
		SP:Iteration 64Q (3502.830000 sec): 3 clusters
  Score: Raw -4516464.164222 + Penalty 5128.415077 = -4511335.749146
  nChanged 164
		SP:Iteration 65Q (3502.920000 sec): 3 clusters
  Score: Raw -4516531.803511 + Penalty 5128.415077 = -4511403.388434
  nChanged 145
		SP:Iteration 66Q (3503.010000 sec): 3 clusters
  Score: Raw -4516580.765057 + Penalty 5128.415077 = -4511452.349980
  nChanged 116
		SP:Iteration 67Q (3503.100000 sec): 3 clusters
  Score: Raw -4516618.250250 + Penalty 5128.415077 = -4511489.835173
  nChanged 91
		SP:Iteration 68Q (3503.190000 sec): 3 clusters
  Score: Raw -4516645.949801 + Penalty 5128.415077 = -4511517.534724
  nChanged 65
		SP:Iteration 69Q (3503.280000 sec): 3 clusters
  Score: Raw -4516661.870453 + Penalty 5128.415077 = -4511533.455376
  nChanged 39
		SP:Iteration 70Q (3503.370000 sec): 3 clusters
  Score: Raw -4516671.246946 + Penalty 5128.415077 = -4511542.831869
  nChanged 40
		SP:Iteration 71Q (3503.460000 sec): 3 clusters
  Score: Raw -4516681.181229 + Penalty 5128.415077 = -4511552.766153
  nChanged 36
		SP:Iteration 72Q (3503.550000 sec): 3 clusters
  Score: Raw -4516688.559816 + Penalty 5128.415077 = -4511560.144739
  nChanged 29
		SP:Iteration 73Q (3503.640000 sec): 3 clusters
  Score: Raw -4516693.594634 + Penalty 5128.415077 = -4511565.179558
  nChanged 21
		SP:Iteration 74Q (3503.730000 sec): 3 clusters
  Score: Raw -4516697.465271 + Penalty 5128.415077 = -4511569.050194
  nChanged 21
		SP:Iteration 75Q (3503.810000 sec): 3 clusters
  Score: Raw -4516701.531499 + Penalty 5128.415077 = -4511573.116422
  nChanged 15
		SP:Iteration 76Q (3503.900000 sec): 3 clusters
  Score: Raw -4516703.238041 + Penalty 5128.415077 = -4511574.822964
  nChanged 9
		SP:Iteration 77Q (3503.990000 sec): 3 clusters
  Score: Raw -4516704.829002 + Penalty 5128.415077 = -4511576.413925
  nChanged 10
		SP:Iteration 78Q (3504.080000 sec): 3 clusters
  Score: Raw -4516707.003528 + Penalty 5128.415077 = -4511578.588451
  nChanged 11
		SP:Iteration 79Q (3504.170000 sec): 3 clusters
  Score: Raw -4516709.188541 + Penalty 5128.415077 = -4511580.773464
  nChanged 13
		SP:Iteration 80F (3504.280000 sec): 3 clusters
  Score: Raw -4516711.777273 + Penalty 5128.415077 = -4511583.362197
  nChanged 21
		SP:Iteration 81Q (3504.370000 sec): 3 clusters
  Score: Raw -4516716.348567 + Penalty 5128.415077 = -4511587.933490
  nChanged 20
		SP:Iteration 82Q (3504.460000 sec): 3 clusters
  Score: Raw -4516720.970894 + Penalty 5128.415077 = -4511592.555817
  nChanged 15
		SP:Iteration 83Q (3504.550000 sec): 3 clusters
  Score: Raw -4516723.326798 + Penalty 5128.415077 = -4511594.911721
  nChanged 13
		SP:Iteration 84Q (3504.630000 sec): 3 clusters
  Score: Raw -4516725.571359 + Penalty 5128.415077 = -4511597.156282
  nChanged 8
		SP:Iteration 85Q (3504.730000 sec): 3 clusters
  Score: Raw -4516726.928192 + Penalty 5128.415077 = -4511598.513115
  nChanged 9
		SP:Iteration 86Q (3504.810000 sec): 3 clusters
  Score: Raw -4516728.492613 + Penalty 5128.415077 = -4511600.077536
  nChanged 12
		SP:Iteration 87Q (3504.900000 sec): 3 clusters
  Score: Raw -4516730.763428 + Penalty 5128.415077 = -4511602.348351
  nChanged 14
		SP:Iteration 88Q (3504.990000 sec): 3 clusters
  Score: Raw -4516733.357804 + Penalty 5128.415077 = -4511604.942727
  nChanged 11
		SP:Iteration 89Q (3505.080000 sec): 3 clusters
  Score: Raw -4516735.475113 + Penalty 5128.415077 = -4511607.060037
  nChanged 17
		SP:Iteration 90Q (3505.170000 sec): 3 clusters
  Score: Raw -4516738.574538 + Penalty 5128.415077 = -4511610.159461
  nChanged 15
		SP:Iteration 91Q (3505.260000 sec): 3 clusters
  Score: Raw -4516741.562490 + Penalty 5128.415077 = -4511613.147413
  nChanged 7
		SP:Iteration 92Q (3505.340000 sec): 3 clusters
  Score: Raw -4516742.703125 + Penalty 5128.415077 = -4511614.288048
  nChanged 8
		SP:Iteration 93Q (3505.430000 sec): 3 clusters
  Score: Raw -4516744.173487 + Penalty 5128.415077 = -4511615.758410
  nChanged 7
		SP:Iteration 94Q (3505.520000 sec): 3 clusters
  Score: Raw -4516745.641447 + Penalty 5128.415077 = -4511617.226370
  nChanged 8
		SP:Iteration 95Q (3505.600000 sec): 3 clusters
  Score: Raw -4516746.830187 + Penalty 5128.415077 = -4511618.415110
  nChanged 5
		SP:Iteration 96Q (3505.690000 sec): 3 clusters
  Score: Raw -4516747.605149 + Penalty 5128.415077 = -4511619.190073
  nChanged 4
		SP:Iteration 97Q (3505.780000 sec): 3 clusters
  Score: Raw -4516748.424346 + Penalty 5128.415077 = -4511620.009269
  nChanged 2
		SP:Iteration 98Q (3505.870000 sec): 3 clusters
  Score: Raw -4516748.579806 + Penalty 5128.415077 = -4511620.164730
  nChanged 0
		SP:Iteration 99F (3505.980000 sec): 3 clusters
  Score: Raw -4516748.579806 + Penalty 5128.415077 = -4511620.164730
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3505.990000 sec): 2 clusters
  Score: Raw -32701.428481 + Penalty 1345.387604 = -31356.040876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3505.990000 sec): 3 clusters
  Score: Raw -33213.393600 + Penalty 2690.775209 = -30522.618392
  nChanged 39
		SP:Iteration 1F (3505.990000 sec): 3 clusters
  Score: Raw -33416.206491 + Penalty 2690.775209 = -30725.431282
  nChanged 18
		SP:Iteration 2F (3505.990000 sec): 3 clusters
  Score: Raw -33503.259242 + Penalty 2690.775209 = -30812.484033
  nChanged 8
		SP:Iteration 3Q (3505.990000 sec): 3 clusters
  Score: Raw -33611.126575 + Penalty 2690.775209 = -30920.351367
  nChanged 5
		SP:Iteration 4Q (3506.000000 sec): 3 clusters
  Score: Raw -33665.492855 + Penalty 2690.775209 = -30974.717647
  nChanged 3
		SP:Iteration 5Q (3506.000000 sec): 3 clusters
  Score: Raw -33739.002657 + Penalty 2690.775209 = -31048.227448
  nChanged 0
		SP:Iteration 6F (3506.000000 sec): 3 clusters
  Score: Raw -33739.002657 + Penalty 2690.775209 = -31048.227448
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 23 (608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.000000 sec): 2 clusters
  Score: Raw -81594.403659 + Penalty 1589.723371 = -80004.680288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3506.010000 sec): 3 clusters
  Score: Raw -81595.408288 + Penalty 3179.446741 = -78415.961546
  nChanged 123
		SP:Iteration 1F (3506.010000 sec): 3 clusters
  Score: Raw -81811.106173 + Penalty 3179.446741 = -78631.659431
  nChanged 26
		SP:Iteration 2Q (3506.010000 sec): 3 clusters
  Score: Raw -81882.378766 + Penalty 3179.446741 = -78702.932024
  nChanged 15
		SP:Iteration 3Q (3506.010000 sec): 3 clusters
  Score: Raw -81912.430906 + Penalty 3179.446741 = -78732.984165
  nChanged 9
		SP:Iteration 4Q (3506.010000 sec): 3 clusters
  Score: Raw -81929.914218 + Penalty 3179.446741 = -78750.467477
  nChanged 8
		SP:Iteration 5Q (3506.010000 sec): 3 clusters
  Score: Raw -81942.595795 + Penalty 3179.446741 = -78763.149053
  nChanged 6
		SP:Iteration 6Q (3506.020000 sec): 3 clusters
  Score: Raw -81949.917834 + Penalty 3179.446741 = -78770.471092
  nChanged 2
		SP:Iteration 7Q (3506.020000 sec): 3 clusters
  Score: Raw -81953.617377 + Penalty 3179.446741 = -78774.170636
  nChanged 1
		SP:Iteration 8Q (3506.020000 sec): 3 clusters
  Score: Raw -81957.008788 + Penalty 3179.446741 = -78777.562046
  nChanged 1
		SP:Iteration 9Q (3506.020000 sec): 3 clusters
  Score: Raw -81958.365739 + Penalty 3179.446741 = -78778.918997
  nChanged 1
		SP:Iteration 10Q (3506.030000 sec): 3 clusters
  Score: Raw -81963.859269 + Penalty 3179.446741 = -78784.412527
  nChanged 4
		SP:Iteration 11Q (3506.030000 sec): 3 clusters
  Score: Raw -81972.604563 + Penalty 3179.446741 = -78793.157822
  nChanged 3
		SP:Iteration 12Q (3506.030000 sec): 3 clusters
  Score: Raw -81981.791416 + Penalty 3179.446741 = -78802.344674
  nChanged 5
		SP:Iteration 13Q (3506.030000 sec): 3 clusters
  Score: Raw -81995.534638 + Penalty 3179.446741 = -78816.087896
  nChanged 6
		SP:Iteration 14Q (3506.030000 sec): 3 clusters
  Score: Raw -82010.293789 + Penalty 3179.446741 = -78830.847047
  nChanged 7
		SP:Iteration 15Q (3506.040000 sec): 3 clusters
  Score: Raw -82024.950957 + Penalty 3179.446741 = -78845.504215
  nChanged 3
		SP:Iteration 16Q (3506.040000 sec): 3 clusters
  Score: Raw -82030.698960 + Penalty 3179.446741 = -78851.252219
  nChanged 1
		SP:Iteration 17Q (3506.040000 sec): 3 clusters
  Score: Raw -82032.407954 + Penalty 3179.446741 = -78852.961213
  nChanged 0
		SP:Iteration 18F (3506.040000 sec): 3 clusters
  Score: Raw -82032.407954 + Penalty 3179.446741 = -78852.961213
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.050000 sec): 2 clusters
  Score: Raw -257351.790429 + Penalty 1857.789723 = -255494.000706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3506.060000 sec): 3 clusters
  Score: Raw -256710.368796 + Penalty 3715.579446 = -252994.789350
  nChanged 543
		SP:Iteration 1F (3506.070000 sec): 3 clusters
  Score: Raw -257112.280154 + Penalty 3715.579446 = -253396.700708
  nChanged 114
		SP:Iteration 2F (3506.070000 sec): 3 clusters
  Score: Raw -257214.868777 + Penalty 3715.579446 = -253499.289330
  nChanged 69
		SP:Iteration 3Q (3506.080000 sec): 3 clusters
  Score: Raw -257264.404490 + Penalty 3715.579446 = -253548.825044
  nChanged 40
		SP:Iteration 4Q (3506.080000 sec): 3 clusters
  Score: Raw -257296.602308 + Penalty 3715.579446 = -253581.022862
  nChanged 33
		SP:Iteration 5Q (3506.090000 sec): 3 clusters
  Score: Raw -257327.430312 + Penalty 3715.579446 = -253611.850865
  nChanged 26
		SP:Iteration 6Q (3506.100000 sec): 3 clusters
  Score: Raw -257344.697808 + Penalty 3715.579446 = -253629.118362
  nChanged 21
		SP:Iteration 7Q (3506.100000 sec): 3 clusters
  Score: Raw -257359.560384 + Penalty 3715.579446 = -253643.980938
  nChanged 18
		SP:Iteration 8Q (3506.110000 sec): 3 clusters
  Score: Raw -257374.790280 + Penalty 3715.579446 = -253659.210833
  nChanged 18
		SP:Iteration 9Q (3506.110000 sec): 3 clusters
  Score: Raw -257386.417682 + Penalty 3715.579446 = -253670.838235
  nChanged 13
		SP:Iteration 10Q (3506.120000 sec): 3 clusters
  Score: Raw -257396.229732 + Penalty 3715.579446 = -253680.650286
  nChanged 9
		SP:Iteration 11Q (3506.130000 sec): 3 clusters
  Score: Raw -257405.952630 + Penalty 3715.579446 = -253690.373184
  nChanged 9
		SP:Iteration 12Q (3506.130000 sec): 3 clusters
  Score: Raw -257411.208475 + Penalty 3715.579446 = -253695.629029
  nChanged 8
		SP:Iteration 13Q (3506.140000 sec): 3 clusters
  Score: Raw -257414.908881 + Penalty 3715.579446 = -253699.329435
  nChanged 7
		SP:Iteration 14Q (3506.150000 sec): 3 clusters
  Score: Raw -257421.033115 + Penalty 3715.579446 = -253705.453669
  nChanged 4
		SP:Iteration 15Q (3506.150000 sec): 3 clusters
  Score: Raw -257424.097084 + Penalty 3715.579446 = -253708.517638
  nChanged 4
		SP:Iteration 16Q (3506.160000 sec): 3 clusters
  Score: Raw -257425.587844 + Penalty 3715.579446 = -253710.008398
  nChanged 4
		SP:Iteration 17Q (3506.170000 sec): 3 clusters
  Score: Raw -257427.811350 + Penalty 3715.579446 = -253712.231904
  nChanged 3
		SP:Iteration 18Q (3506.170000 sec): 3 clusters
  Score: Raw -257430.634980 + Penalty 3715.579446 = -253715.055534
  nChanged 3
		SP:Iteration 19Q (3506.180000 sec): 3 clusters
  Score: Raw -257432.776831 + Penalty 3715.579446 = -253717.197385
  nChanged 4
		SP:Iteration 20F (3506.190000 sec): 3 clusters
  Score: Raw -257436.179748 + Penalty 3715.579446 = -253720.600301
  nChanged 9
		SP:Iteration 21Q (3506.190000 sec): 3 clusters
  Score: Raw -257442.983933 + Penalty 3715.579446 = -253727.404486
  nChanged 11
		SP:Iteration 22Q (3506.200000 sec): 3 clusters
  Score: Raw -257448.053723 + Penalty 3715.579446 = -253732.474277
  nChanged 3
		SP:Iteration 23Q (3506.210000 sec): 3 clusters
  Score: Raw -257449.514683 + Penalty 3715.579446 = -253733.935236
  nChanged 3
		SP:Iteration 24Q (3506.210000 sec): 3 clusters
  Score: Raw -257450.886082 + Penalty 3715.579446 = -253735.306636
  nChanged 2
		SP:Iteration 25Q (3506.220000 sec): 3 clusters
  Score: Raw -257451.567220 + Penalty 3715.579446 = -253735.987773
  nChanged 1
		SP:Iteration 26Q (3506.230000 sec): 3 clusters
  Score: Raw -257451.692958 + Penalty 3715.579446 = -253736.113511
  nChanged 0
		SP:Iteration 27F (3506.230000 sec): 3 clusters
  Score: Raw -257451.692958 + Penalty 3715.579446 = -253736.113511
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.230000 sec): 2 clusters
  Score: Raw -14092.726968 + Penalty 1232.513698 = -12860.213270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3506.230000 sec): 3 clusters
  Score: Raw -14592.446370 + Penalty 2465.027397 = -12127.418973
  nChanged 14
		SP:Iteration 1F (3506.230000 sec): 3 clusters
  Score: Raw -14745.681726 + Penalty 2465.027397 = -12280.654329
  nChanged 3
		SP:Iteration 2Q (3506.240000 sec): 3 clusters
  Score: Raw -14771.487884 + Penalty 2465.027397 = -12306.460487
  nChanged 1
		SP:Iteration 3Q (3506.240000 sec): 3 clusters
  Score: Raw -14789.577018 + Penalty 2465.027397 = -12324.549622
  nChanged 0
		SP:Iteration 4F (3506.240000 sec): 3 clusters
  Score: Raw -14789.577018 + Penalty 2465.027397 = -12324.549622
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.240000 sec): 2 clusters
  Score: Raw -51116.540451 + Penalty 1468.551448 = -49647.989003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3506.240000 sec): 3 clusters
  Score: Raw -51201.696368 + Penalty 2937.102896 = -48264.593472
  nChanged 45
		SP:Iteration 1F (3506.250000 sec): 3 clusters
  Score: Raw -51341.637066 + Penalty 2937.102896 = -48404.534170
  nChanged 18
		SP:Iteration 2Q (3506.250000 sec): 3 clusters
  Score: Raw -51414.084325 + Penalty 2937.102896 = -48476.981428
  nChanged 6
		SP:Iteration 3Q (3506.250000 sec): 3 clusters
  Score: Raw -51455.753503 + Penalty 2937.102896 = -48518.650607
  nChanged 6
		SP:Iteration 4Q (3506.250000 sec): 3 clusters
  Score: Raw -51477.897718 + Penalty 2937.102896 = -48540.794821
  nChanged 5
		SP:Iteration 5Q (3506.250000 sec): 3 clusters
  Score: Raw -51496.003237 + Penalty 2937.102896 = -48558.900341
  nChanged 3
		SP:Iteration 6Q (3506.250000 sec): 3 clusters
  Score: Raw -51505.243390 + Penalty 2937.102896 = -48568.140494
  nChanged 1
		SP:Iteration 7Q (3506.250000 sec): 3 clusters
  Score: Raw -51508.987904 + Penalty 2937.102896 = -48571.885008
  nChanged 1
		SP:Iteration 8Q (3506.250000 sec): 3 clusters
  Score: Raw -51512.052327 + Penalty 2937.102896 = -48574.949431
  nChanged 1
		SP:Iteration 9Q (3506.250000 sec): 3 clusters
  Score: Raw -51512.972637 + Penalty 2937.102896 = -48575.869741
  nChanged 1
		SP:Iteration 10Q (3506.250000 sec): 3 clusters
  Score: Raw -51515.811167 + Penalty 2937.102896 = -48578.708271
  nChanged 1
		SP:Iteration 11Q (3506.260000 sec): 3 clusters
  Score: Raw -51519.907214 + Penalty 2937.102896 = -48582.804318
  nChanged 0
		SP:Iteration 12F (3506.260000 sec): 3 clusters
  Score: Raw -51519.907214 + Penalty 2937.102896 = -48582.804318
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (141251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.750000 sec): 2 clusters
  Score: Raw -20514292.578996 + Penalty 2940.856845 = -20511351.722151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3507.290000 sec): 3 clusters
  Score: Raw -20422566.434940 + Penalty 5881.713689 = -20416684.721250
  nChanged 67533
		SP:Iteration 1F (3507.830000 sec): 3 clusters
  Score: Raw -20462165.612337 + Penalty 5881.713689 = -20456283.898648
  nChanged 4922
		SP:Iteration 2Q (3508.370000 sec): 3 clusters
  Score: Raw -20463540.663758 + Penalty 5881.713689 = -20457658.950068
  nChanged 5397
		SP:Iteration 3Q (3508.930000 sec): 3 clusters
  Score: Raw -20465309.651595 + Penalty 5881.713689 = -20459427.937906
  nChanged 6090
		SP:Iteration 4Q (3509.480000 sec): 3 clusters
  Score: Raw -20467684.734921 + Penalty 5881.713689 = -20461803.021231
  nChanged 7092
		SP:Iteration 5F (3510.020000 sec): 3 clusters
  Score: Raw -20470780.456854 + Penalty 5881.713689 = -20464898.743165
  nChanged 7866
		SP:Iteration 6F (3510.550000 sec): 3 clusters
  Score: Raw -20474619.770995 + Penalty 5881.713689 = -20468738.057305
  nChanged 8269
		SP:Iteration 7F (3511.090000 sec): 3 clusters
  Score: Raw -20478938.030408 + Penalty 5881.713689 = -20473056.316719
  nChanged 8009
		SP:Iteration 8F (3511.630000 sec): 3 clusters
  Score: Raw -20483233.622133 + Penalty 5881.713689 = -20477351.908444
  nChanged 7244
		SP:Iteration 9F (3512.160000 sec): 3 clusters
  Score: Raw -20487372.724520 + Penalty 5881.713689 = -20481491.010831
  nChanged 6378
		SP:Iteration 10Q (3512.710000 sec): 3 clusters
  Score: Raw -20491473.941247 + Penalty 5881.713689 = -20485592.227558
  nChanged 5559
		SP:Iteration 11Q (3513.250000 sec): 3 clusters
  Score: Raw -20495246.550241 + Penalty 5881.713689 = -20489364.836551
  nChanged 4829
		SP:Iteration 12Q (3513.770000 sec): 3 clusters
  Score: Raw -20498356.756677 + Penalty 5881.713689 = -20492475.042988
  nChanged 3893
		SP:Iteration 13Q (3514.290000 sec): 3 clusters
  Score: Raw -20500555.387493 + Penalty 5881.713689 = -20494673.673803
  nChanged 3154
		SP:Iteration 14Q (3514.790000 sec): 3 clusters
  Score: Raw -20502023.376857 + Penalty 5881.713689 = -20496141.663168
  nChanged 2551
		SP:Iteration 15Q (3515.280000 sec): 3 clusters
  Score: Raw -20503105.018074 + Penalty 5881.713689 = -20497223.304384
  nChanged 2383
		SP:Iteration 16Q (3515.750000 sec): 3 clusters
  Score: Raw -20504056.510288 + Penalty 5881.713689 = -20498174.796599
  nChanged 2291
		SP:Iteration 17Q (3516.230000 sec): 3 clusters
  Score: Raw -20504986.485109 + Penalty 5881.713689 = -20499104.771419
  nChanged 2267
		SP:Iteration 18Q (3516.690000 sec): 3 clusters
  Score: Raw -20505933.971509 + Penalty 5881.713689 = -20500052.257819
  nChanged 2240
		SP:Iteration 19Q (3517.150000 sec): 3 clusters
  Score: Raw -20506900.408232 + Penalty 5881.713689 = -20501018.694543
  nChanged 2151
		SP:Iteration 20F (3517.690000 sec): 3 clusters
  Score: Raw -20507831.968452 + Penalty 5881.713689 = -20501950.254763
  nChanged 2015
		SP:Iteration 21Q (3518.140000 sec): 3 clusters
  Score: Raw -20508693.608960 + Penalty 5881.713689 = -20502811.895271
  nChanged 1828
		SP:Iteration 22Q (3518.580000 sec): 3 clusters
  Score: Raw -20509478.439197 + Penalty 5881.713689 = -20503596.725507
  nChanged 1726
		SP:Iteration 23Q (3519.020000 sec): 3 clusters
  Score: Raw -20510225.763633 + Penalty 5881.713689 = -20504344.049944
  nChanged 1533
		SP:Iteration 24Q (3519.450000 sec): 3 clusters
  Score: Raw -20510900.335977 + Penalty 5881.713689 = -20505018.622288
  nChanged 1468
		SP:Iteration 25Q (3519.880000 sec): 3 clusters
  Score: Raw -20511572.855425 + Penalty 5881.713689 = -20505691.141735
  nChanged 1315
		SP:Iteration 26Q (3520.290000 sec): 3 clusters
  Score: Raw -20512185.066589 + Penalty 5881.713689 = -20506303.352900
  nChanged 1110
		SP:Iteration 27Q (3520.710000 sec): 3 clusters
  Score: Raw -20512694.389851 + Penalty 5881.713689 = -20506812.676162
  nChanged 962
		SP:Iteration 28Q (3521.120000 sec): 3 clusters
  Score: Raw -20513132.461933 + Penalty 5881.713689 = -20507250.748244
  nChanged 835
		SP:Iteration 29Q (3521.530000 sec): 3 clusters
  Score: Raw -20513535.171201 + Penalty 5881.713689 = -20507653.457511
  nChanged 674
		SP:Iteration 30Q (3521.930000 sec): 3 clusters
  Score: Raw -20513859.472055 + Penalty 5881.713689 = -20507977.758365
  nChanged 518
		SP:Iteration 31Q (3522.330000 sec): 3 clusters
  Score: Raw -20514098.272292 + Penalty 5881.713689 = -20508216.558602
  nChanged 391
		SP:Iteration 32Q (3522.730000 sec): 3 clusters
  Score: Raw -20514281.820860 + Penalty 5881.713689 = -20508400.107171
  nChanged 321
		SP:Iteration 33Q (3523.120000 sec): 3 clusters
  Score: Raw -20514437.866830 + Penalty 5881.713689 = -20508556.153140
  nChanged 228
		SP:Iteration 34Q (3523.510000 sec): 3 clusters
  Score: Raw -20514551.195677 + Penalty 5881.713689 = -20508669.481988
  nChanged 186
		SP:Iteration 35Q (3523.900000 sec): 3 clusters
  Score: Raw -20514644.277665 + Penalty 5881.713689 = -20508762.563975
  nChanged 134
		SP:Iteration 36Q (3524.290000 sec): 3 clusters
  Score: Raw -20514707.017359 + Penalty 5881.713689 = -20508825.303669
  nChanged 98
		SP:Iteration 37Q (3524.680000 sec): 3 clusters
  Score: Raw -20514746.558186 + Penalty 5881.713689 = -20508864.844496
  nChanged 66
		SP:Iteration 38Q (3525.070000 sec): 3 clusters
  Score: Raw -20514774.142902 + Penalty 5881.713689 = -20508892.429213
  nChanged 56
		SP:Iteration 39Q (3525.460000 sec): 3 clusters
  Score: Raw -20514796.193949 + Penalty 5881.713689 = -20508914.480260
  nChanged 40
		SP:Iteration 40F (3525.980000 sec): 3 clusters
  Score: Raw -20514810.658393 + Penalty 5881.713689 = -20508928.944704
  nChanged 29
		SP:Iteration 41Q (3526.370000 sec): 3 clusters
  Score: Raw -20514823.722664 + Penalty 5881.713689 = -20508942.008974
  nChanged 32
		SP:Iteration 42Q (3526.760000 sec): 3 clusters
  Score: Raw -20514836.950547 + Penalty 5881.713689 = -20508955.236858
  nChanged 26
		SP:Iteration 43Q (3527.140000 sec): 3 clusters
  Score: Raw -20514846.077998 + Penalty 5881.713689 = -20508964.364309
  nChanged 20
		SP:Iteration 44Q (3527.530000 sec): 3 clusters
  Score: Raw -20514852.972603 + Penalty 5881.713689 = -20508971.258914
  nChanged 19
		SP:Iteration 45Q (3527.920000 sec): 3 clusters
  Score: Raw -20514858.463965 + Penalty 5881.713689 = -20508976.750276
  nChanged 15
		SP:Iteration 46Q (3528.310000 sec): 3 clusters
  Score: Raw -20514862.104514 + Penalty 5881.713689 = -20508980.390824
  nChanged 11
		SP:Iteration 47Q (3528.690000 sec): 3 clusters
  Score: Raw -20514865.782674 + Penalty 5881.713689 = -20508984.068984
  nChanged 6
		SP:Iteration 48Q (3529.080000 sec): 3 clusters
  Score: Raw -20514867.375164 + Penalty 5881.713689 = -20508985.661474
  nChanged 2
		SP:Iteration 49Q (3529.460000 sec): 3 clusters
  Score: Raw -20514867.892136 + Penalty 5881.713689 = -20508986.178447
  nChanged 1
		SP:Iteration 50Q (3529.850000 sec): 3 clusters
  Score: Raw -20514868.137742 + Penalty 5881.713689 = -20508986.424053
  nChanged 0
		SP:Iteration 51F (3530.380000 sec): 3 clusters
  Score: Raw -20514868.137742 + Penalty 5881.713689 = -20508986.424053
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3530.440000 sec): 2 clusters
  Score: Raw -19667.259116 + Penalty 1308.972435 = -18358.286681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3530.440000 sec): 3 clusters
  Score: Raw -20091.676471 + Penalty 2617.944871 = -17473.731600
  nChanged 28
		SP:Iteration 1F (3530.440000 sec): 3 clusters
  Score: Raw -20337.807188 + Penalty 2617.944871 = -17719.862317
  nChanged 4
		SP:Iteration 2Q (3530.450000 sec): 3 clusters
  Score: Raw -20373.386797 + Penalty 2617.944871 = -17755.441927
  nChanged 3
		SP:Iteration 3Q (3530.450000 sec): 3 clusters
  Score: Raw -20391.913147 + Penalty 2617.944871 = -17773.968276
  nChanged 4
		SP:Iteration 4Q (3530.450000 sec): 3 clusters
  Score: Raw -20424.397190 + Penalty 2617.944871 = -17806.452319
  nChanged 3
		SP:Iteration 5Q (3530.450000 sec): 3 clusters
  Score: Raw -20441.739449 + Penalty 2617.944871 = -17823.794578
  nChanged 0
		SP:Iteration 6F (3530.450000 sec): 3 clusters
  Score: Raw -20441.739449 + Penalty 2617.944871 = -17823.794578
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 29 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3530.450000 sec): 2 clusters
  Score: Raw -74196.170923 + Penalty 1539.730326 = -72656.440597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3530.460000 sec): 3 clusters
  Score: Raw -74209.912601 + Penalty 3079.460653 = -71130.451948
  nChanged 85
		SP:Iteration 1F (3530.460000 sec): 3 clusters
  Score: Raw -74369.226895 + Penalty 3079.460653 = -71289.766242
  nChanged 27
		SP:Iteration 2F (3530.460000 sec): 3 clusters
  Score: Raw -74437.179510 + Penalty 3079.460653 = -71357.718857
  nChanged 8
		SP:Iteration 3Q (3530.460000 sec): 3 clusters
  Score: Raw -74453.054988 + Penalty 3079.460653 = -71373.594335
  nChanged 4
		SP:Iteration 4Q (3530.460000 sec): 3 clusters
  Score: Raw -74461.668240 + Penalty 3079.460653 = -71382.207587
  nChanged 3
		SP:Iteration 5Q (3530.460000 sec): 3 clusters
  Score: Raw -74469.123965 + Penalty 3079.460653 = -71389.663312
  nChanged 1
		SP:Iteration 6Q (3530.470000 sec): 3 clusters
  Score: Raw -74471.675923 + Penalty 3079.460653 = -71392.215270
  nChanged 1
		SP:Iteration 7Q (3530.470000 sec): 3 clusters
  Score: Raw -74477.366493 + Penalty 3079.460653 = -71397.905840
  nChanged 0
		SP:Iteration 8F (3530.470000 sec): 3 clusters
  Score: Raw -74477.366493 + Penalty 3079.460653 = -71397.905840
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 30 (34695 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3530.590000 sec): 2 clusters
  Score: Raw -5302275.673162 + Penalty 2592.679014 = -5299682.994148
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3530.720000 sec): 3 clusters
  Score: Raw -5281080.537917 + Penalty 5185.358028 = -5275895.179889
  nChanged 15833
		SP:Iteration 1F (3530.850000 sec): 3 clusters
  Score: Raw -5289605.054523 + Penalty 5185.358028 = -5284419.696495
  nChanged 1498
		SP:Iteration 2Q (3530.980000 sec): 3 clusters
  Score: Raw -5290033.516488 + Penalty 5185.358028 = -5284848.158460
  nChanged 1328
		SP:Iteration 3Q (3531.110000 sec): 3 clusters
  Score: Raw -5290394.345954 + Penalty 5185.358028 = -5285208.987926
  nChanged 1200
		SP:Iteration 4Q (3531.240000 sec): 3 clusters
  Score: Raw -5290690.631876 + Penalty 5185.358028 = -5285505.273848
  nChanged 1092
		SP:Iteration 5Q (3531.380000 sec): 3 clusters
  Score: Raw -5290987.767394 + Penalty 5185.358028 = -5285802.409366
  nChanged 1113
		SP:Iteration 6Q (3531.510000 sec): 3 clusters
  Score: Raw -5291327.941811 + Penalty 5185.358028 = -5286142.583783
  nChanged 1233
		SP:Iteration 7Q (3531.640000 sec): 3 clusters
  Score: Raw -5291771.889296 + Penalty 5185.358028 = -5286586.531268
  nChanged 1388
		SP:Iteration 8Q (3531.770000 sec): 3 clusters
  Score: Raw -5292368.214368 + Penalty 5185.358028 = -5287182.856340
  nChanged 1622
		SP:Iteration 9Q (3531.900000 sec): 3 clusters
  Score: Raw -5293235.803337 + Penalty 5185.358028 = -5288050.445308
  nChanged 1900
		SP:Iteration 10F (3532.030000 sec): 3 clusters
  Score: Raw -5294459.978135 + Penalty 5185.358028 = -5289274.620107
  nChanged 2039
		SP:Iteration 11F (3532.160000 sec): 3 clusters
  Score: Raw -5295982.782609 + Penalty 5185.358028 = -5290797.424581
  nChanged 1899
		SP:Iteration 12F (3532.290000 sec): 3 clusters
  Score: Raw -5297542.340043 + Penalty 5185.358028 = -5292356.982015
  nChanged 1662
		SP:Iteration 13Q (3532.420000 sec): 3 clusters
  Score: Raw -5298888.093056 + Penalty 5185.358028 = -5293702.735028
  nChanged 1244
		SP:Iteration 14Q (3532.540000 sec): 3 clusters
  Score: Raw -5299812.803894 + Penalty 5185.358028 = -5294627.445866
  nChanged 879
		SP:Iteration 15Q (3532.660000 sec): 3 clusters
  Score: Raw -5300378.049804 + Penalty 5185.358028 = -5295192.691776
  nChanged 621
		SP:Iteration 16Q (3532.770000 sec): 3 clusters
  Score: Raw -5300721.141142 + Penalty 5185.358028 = -5295535.783114
  nChanged 475
		SP:Iteration 17Q (3532.880000 sec): 3 clusters
  Score: Raw -5300972.718495 + Penalty 5185.358028 = -5295787.360467
  nChanged 402
		SP:Iteration 18Q (3532.990000 sec): 3 clusters
  Score: Raw -5301175.075351 + Penalty 5185.358028 = -5295989.717323
  nChanged 352
		SP:Iteration 19Q (3533.100000 sec): 3 clusters
  Score: Raw -5301351.201143 + Penalty 5185.358028 = -5296165.843115
  nChanged 312
		SP:Iteration 20F (3533.230000 sec): 3 clusters
  Score: Raw -5301505.894105 + Penalty 5185.358028 = -5296320.536077
  nChanged 278
		SP:Iteration 21Q (3533.330000 sec): 3 clusters
  Score: Raw -5301638.485768 + Penalty 5185.358028 = -5296453.127740
  nChanged 256
		SP:Iteration 22Q (3533.440000 sec): 3 clusters
  Score: Raw -5301757.279619 + Penalty 5185.358028 = -5296571.921591
  nChanged 222
		SP:Iteration 23Q (3533.540000 sec): 3 clusters
  Score: Raw -5301854.695941 + Penalty 5185.358028 = -5296669.337913
  nChanged 174
		SP:Iteration 24Q (3533.640000 sec): 3 clusters
  Score: Raw -5301926.009631 + Penalty 5185.358028 = -5296740.651603
  nChanged 165
		SP:Iteration 25Q (3533.740000 sec): 3 clusters
  Score: Raw -5301990.920446 + Penalty 5185.358028 = -5296805.562417
  nChanged 143
		SP:Iteration 26Q (3533.840000 sec): 3 clusters
  Score: Raw -5302049.007248 + Penalty 5185.358028 = -5296863.649219
  nChanged 125
		SP:Iteration 27Q (3533.940000 sec): 3 clusters
  Score: Raw -5302100.932947 + Penalty 5185.358028 = -5296915.574919
  nChanged 139
		SP:Iteration 28Q (3534.040000 sec): 3 clusters
  Score: Raw -5302157.863930 + Penalty 5185.358028 = -5296972.505902
  nChanged 116
		SP:Iteration 29Q (3534.140000 sec): 3 clusters
  Score: Raw -5302207.046509 + Penalty 5185.358028 = -5297021.688481
  nChanged 111
		SP:Iteration 30Q (3534.230000 sec): 3 clusters
  Score: Raw -5302253.344998 + Penalty 5185.358028 = -5297067.986969
  nChanged 94
		SP:Iteration 31Q (3534.330000 sec): 3 clusters
  Score: Raw -5302298.066997 + Penalty 5185.358028 = -5297112.708969
  nChanged 78
		SP:Iteration 32Q (3534.420000 sec): 3 clusters
  Score: Raw -5302334.416698 + Penalty 5185.358028 = -5297149.058670
  nChanged 70
		SP:Iteration 33Q (3534.520000 sec): 3 clusters
  Score: Raw -5302361.577179 + Penalty 5185.358028 = -5297176.219151
  nChanged 49
		SP:Iteration 34Q (3534.610000 sec): 3 clusters
  Score: Raw -5302378.524121 + Penalty 5185.358028 = -5297193.166093
  nChanged 42
		SP:Iteration 35Q (3534.710000 sec): 3 clusters
  Score: Raw -5302394.413495 + Penalty 5185.358028 = -5297209.055467
  nChanged 41
		SP:Iteration 36Q (3534.800000 sec): 3 clusters
  Score: Raw -5302407.759544 + Penalty 5185.358028 = -5297222.401516
  nChanged 39
		SP:Iteration 37Q (3534.900000 sec): 3 clusters
  Score: Raw -5302420.466317 + Penalty 5185.358028 = -5297235.108289
  nChanged 35
		SP:Iteration 38Q (3534.990000 sec): 3 clusters
  Score: Raw -5302434.636049 + Penalty 5185.358028 = -5297249.278020
  nChanged 28
		SP:Iteration 39Q (3535.080000 sec): 3 clusters
  Score: Raw -5302442.297099 + Penalty 5185.358028 = -5297256.939071
  nChanged 19
		SP:Iteration 40F (3535.220000 sec): 3 clusters
  Score: Raw -5302447.714029 + Penalty 5185.358028 = -5297262.356001
  nChanged 19
		SP:Iteration 41Q (3535.310000 sec): 3 clusters
  Score: Raw -5302455.046277 + Penalty 5185.358028 = -5297269.688249
  nChanged 17
		SP:Iteration 42Q (3535.400000 sec): 3 clusters
  Score: Raw -5302460.548768 + Penalty 5185.358028 = -5297275.190740
  nChanged 9
		SP:Iteration 43Q (3535.490000 sec): 3 clusters
  Score: Raw -5302462.893175 + Penalty 5185.358028 = -5297277.535147
  nChanged 7
		SP:Iteration 44Q (3535.580000 sec): 3 clusters
  Score: Raw -5302465.594413 + Penalty 5185.358028 = -5297280.236385
  nChanged 7
		SP:Iteration 45Q (3535.680000 sec): 3 clusters
  Score: Raw -5302467.897662 + Penalty 5185.358028 = -5297282.539634
  nChanged 10
		SP:Iteration 46Q (3535.770000 sec): 3 clusters
  Score: Raw -5302471.491277 + Penalty 5185.358028 = -5297286.133249
  nChanged 7
		SP:Iteration 47Q (3535.860000 sec): 3 clusters
  Score: Raw -5302474.048541 + Penalty 5185.358028 = -5297288.690513
  nChanged 9
		SP:Iteration 48Q (3535.960000 sec): 3 clusters
  Score: Raw -5302477.310720 + Penalty 5185.358028 = -5297291.952692
  nChanged 8
		SP:Iteration 49Q (3536.050000 sec): 3 clusters
  Score: Raw -5302480.001315 + Penalty 5185.358028 = -5297294.643287
  nChanged 11
		SP:Iteration 50Q (3536.140000 sec): 3 clusters
  Score: Raw -5302484.136188 + Penalty 5185.358028 = -5297298.778160
  nChanged 8
		SP:Iteration 51Q (3536.240000 sec): 3 clusters
  Score: Raw -5302487.462207 + Penalty 5185.358028 = -5297302.104178
  nChanged 9
		SP:Iteration 52Q (3536.330000 sec): 3 clusters
  Score: Raw -5302490.089422 + Penalty 5185.358028 = -5297304.731394
  nChanged 6
		SP:Iteration 53Q (3536.420000 sec): 3 clusters
  Score: Raw -5302492.082266 + Penalty 5185.358028 = -5297306.724238
  nChanged 5
		SP:Iteration 54Q (3536.520000 sec): 3 clusters
  Score: Raw -5302493.684020 + Penalty 5185.358028 = -5297308.325992
  nChanged 3
		SP:Iteration 55Q (3536.610000 sec): 3 clusters
  Score: Raw -5302494.820241 + Penalty 5185.358028 = -5297309.462213
  nChanged 5
		SP:Iteration 56Q (3536.700000 sec): 3 clusters
  Score: Raw -5302496.561306 + Penalty 5185.358028 = -5297311.203278
  nChanged 5
		SP:Iteration 57Q (3536.790000 sec): 3 clusters
  Score: Raw -5302498.489650 + Penalty 5185.358028 = -5297313.131622
  nChanged 3
		SP:Iteration 58Q (3536.890000 sec): 3 clusters
  Score: Raw -5302499.019902 + Penalty 5185.358028 = -5297313.661874
  nChanged 0
		SP:Iteration 59F (3537.010000 sec): 3 clusters
  Score: Raw -5302499.019902 + Penalty 5185.358028 = -5297313.661874
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 31 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3537.030000 sec): 2 clusters
  Score: Raw -27088.895071 + Penalty 1372.280593 = -25716.614478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3537.030000 sec): 3 clusters
  Score: Raw -27333.630637 + Penalty 2744.561186 = -24589.069450
  nChanged 41
		SP:Iteration 1F (3537.030000 sec): 3 clusters
  Score: Raw -27490.930305 + Penalty 2744.561186 = -24746.369119
  nChanged 10
		SP:Iteration 2Q (3537.030000 sec): 3 clusters
  Score: Raw -27521.541848 + Penalty 2744.561186 = -24776.980661
  nChanged 2
		SP:Iteration 3Q (3537.030000 sec): 3 clusters
  Score: Raw -27529.778460 + Penalty 2744.561186 = -24785.217273
  nChanged 2
		SP:Iteration 4Q (3537.040000 sec): 3 clusters
  Score: Raw -27544.897538 + Penalty 2744.561186 = -24800.336352
  nChanged 5
		SP:Iteration 5Q (3537.040000 sec): 3 clusters
  Score: Raw -27574.484047 + Penalty 2744.561186 = -24829.922860
  nChanged 4
		SP:Iteration 6Q (3537.040000 sec): 3 clusters
  Score: Raw -27590.651455 + Penalty 2744.561186 = -24846.090268
  nChanged 0
		SP:Iteration 7F (3537.040000 sec): 3 clusters
  Score: Raw -27590.651455 + Penalty 2744.561186 = -24846.090268
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 32 (721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3537.040000 sec): 2 clusters
  Score: Raw -92353.119768 + Penalty 1631.998506 = -90721.121262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3537.040000 sec): 3 clusters
  Score: Raw -92281.274667 + Penalty 3263.997012 = -89017.277655
  nChanged 176
		SP:Iteration 1F (3537.050000 sec): 3 clusters
  Score: Raw -92607.174715 + Penalty 3263.997012 = -89343.177703
  nChanged 73
		SP:Iteration 2F (3537.050000 sec): 3 clusters
  Score: Raw -92840.009766 + Penalty 3263.997012 = -89576.012754
  nChanged 50
		SP:Iteration 3F (3537.050000 sec): 3 clusters
  Score: Raw -93085.582871 + Penalty 3263.997012 = -89821.585858
  nChanged 41
		SP:Iteration 4F (3537.060000 sec): 3 clusters
  Score: Raw -93250.997706 + Penalty 3263.997012 = -89987.000694
  nChanged 33
		SP:Iteration 5Q (3537.060000 sec): 3 clusters
  Score: Raw -93370.370722 + Penalty 3263.997012 = -90106.373710
  nChanged 30
		SP:Iteration 6Q (3537.060000 sec): 3 clusters
  Score: Raw -93474.642209 + Penalty 3263.997012 = -90210.645197
  nChanged 28
		SP:Iteration 7Q (3537.060000 sec): 3 clusters
  Score: Raw -93552.869426 + Penalty 3263.997012 = -90288.872414
  nChanged 17
		SP:Iteration 8Q (3537.060000 sec): 3 clusters
  Score: Raw -93603.339675 + Penalty 3263.997012 = -90339.342663
  nChanged 13
		SP:Iteration 9Q (3537.070000 sec): 3 clusters
  Score: Raw -93637.550941 + Penalty 3263.997012 = -90373.553929
  nChanged 8
		SP:Iteration 10Q (3537.070000 sec): 3 clusters
  Score: Raw -93674.454696 + Penalty 3263.997012 = -90410.457684
  nChanged 8
		SP:Iteration 11Q (3537.070000 sec): 3 clusters
  Score: Raw -93715.796418 + Penalty 3263.997012 = -90451.799406
  nChanged 5
		SP:Iteration 12Q (3537.070000 sec): 3 clusters
  Score: Raw -93747.674826 + Penalty 3263.997012 = -90483.677814
  nChanged 2
		SP:Iteration 13Q (3537.080000 sec): 3 clusters
  Score: Raw -93753.771000 + Penalty 3263.997012 = -90489.773988
  nChanged 1
		SP:Iteration 14Q (3537.080000 sec): 3 clusters
  Score: Raw -93754.785939 + Penalty 3263.997012 = -90490.788927
  nChanged 0
		SP:Iteration 15F (3537.080000 sec): 3 clusters
  Score: Raw -93755.784869 + Penalty 3263.997012 = -90491.787857
  nChanged 1
		SP:Iteration 16Q (3537.080000 sec): 3 clusters
  Score: Raw -93759.701623 + Penalty 3263.997012 = -90495.704611
  nChanged 3
		SP:Iteration 17Q (3537.080000 sec): 3 clusters
  Score: Raw -93766.862521 + Penalty 3263.997012 = -90502.865509
  nChanged 2
		SP:Iteration 18Q (3537.080000 sec): 3 clusters
  Score: Raw -93776.144783 + Penalty 3263.997012 = -90512.147771
  nChanged 2
		SP:Iteration 19Q (3537.090000 sec): 3 clusters
  Score: Raw -93782.312505 + Penalty 3263.997012 = -90518.315493
  nChanged 1
		SP:Iteration 20F (3537.090000 sec): 3 clusters
  Score: Raw -93783.375573 + Penalty 3263.997012 = -90519.378561
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 33 (193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3537.090000 sec): 2 clusters
  Score: Raw -25068.601729 + Penalty 1305.147167 = -23763.454562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3537.100000 sec): 3 clusters
  Score: Raw -25470.422259 + Penalty 2610.294334 = -22860.127925
  nChanged 13
		SP:Iteration 1F (3537.100000 sec): 3 clusters
  Score: Raw -25538.274646 + Penalty 2610.294334 = -22927.980312
  nChanged 4
		SP:Iteration 2Q (3537.100000 sec): 3 clusters
  Score: Raw -25584.555245 + Penalty 2610.294334 = -22974.260911
  nChanged 4
		SP:Iteration 3Q (3537.100000 sec): 3 clusters
  Score: Raw -25625.076853 + Penalty 2610.294334 = -23014.782519
  nChanged 1
		SP:Iteration 4Q (3537.100000 sec): 3 clusters
  Score: Raw -25685.081635 + Penalty 2610.294334 = -23074.787301
  nChanged 4
		SP:Iteration 5Q (3537.100000 sec): 3 clusters
  Score: Raw -25701.019707 + Penalty 2610.294334 = -23090.725373
  nChanged 1
		SP:Iteration 6Q (3537.100000 sec): 3 clusters
  Score: Raw -25703.245500 + Penalty 2610.294334 = -23092.951166
  nChanged 0
		SP:Iteration 7F (3537.100000 sec): 3 clusters
  Score: Raw -25703.245500 + Penalty 2610.294334 = -23092.951166
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 34 (932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3537.100000 sec): 2 clusters
  Score: Raw -123633.679705 + Penalty 1695.658538 = -121938.021167
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3537.110000 sec): 3 clusters
  Score: Raw -123492.657673 + Penalty 3391.317076 = -120101.340597
  nChanged 247
		SP:Iteration 1F (3537.110000 sec): 3 clusters
  Score: Raw -123801.991881 + Penalty 3391.317076 = -120410.674805
  nChanged 61
		SP:Iteration 2F (3537.120000 sec): 3 clusters
  Score: Raw -123897.388079 + Penalty 3391.317076 = -120506.071003
  nChanged 31
		SP:Iteration 3Q (3537.120000 sec): 3 clusters
  Score: Raw -123957.961341 + Penalty 3391.317076 = -120566.644265
  nChanged 19
		SP:Iteration 4Q (3537.120000 sec): 3 clusters
  Score: Raw -123994.147929 + Penalty 3391.317076 = -120602.830853
  nChanged 19
		SP:Iteration 5Q (3537.120000 sec): 3 clusters
  Score: Raw -124028.960445 + Penalty 3391.317076 = -120637.643369
  nChanged 19
		SP:Iteration 6Q (3537.130000 sec): 3 clusters
  Score: Raw -124059.524751 + Penalty 3391.317076 = -120668.207675
  nChanged 18
		SP:Iteration 7Q (3537.130000 sec): 3 clusters
  Score: Raw -124095.683267 + Penalty 3391.317076 = -120704.366191
  nChanged 20
		SP:Iteration 8Q (3537.140000 sec): 3 clusters
  Score: Raw -124139.169278 + Penalty 3391.317076 = -120747.852202
  nChanged 16
		SP:Iteration 9Q (3537.140000 sec): 3 clusters
  Score: Raw -124162.931164 + Penalty 3391.317076 = -120771.614088
  nChanged 5
		SP:Iteration 10Q (3537.140000 sec): 3 clusters
  Score: Raw -124171.090982 + Penalty 3391.317076 = -120779.773906
  nChanged 4
		SP:Iteration 11Q (3537.140000 sec): 3 clusters
  Score: Raw -124175.286646 + Penalty 3391.317076 = -120783.969570
  nChanged 3
		SP:Iteration 12Q (3537.150000 sec): 3 clusters
  Score: Raw -124181.001323 + Penalty 3391.317076 = -120789.684247
  nChanged 4
		SP:Iteration 13Q (3537.150000 sec): 3 clusters
  Score: Raw -124187.120986 + Penalty 3391.317076 = -120795.803910
  nChanged 3
		SP:Iteration 14Q (3537.160000 sec): 3 clusters
  Score: Raw -124189.823656 + Penalty 3391.317076 = -120798.506580
  nChanged 3
		SP:Iteration 15Q (3537.160000 sec): 3 clusters
  Score: Raw -124193.036608 + Penalty 3391.317076 = -120801.719532
  nChanged 2
		SP:Iteration 16Q (3537.160000 sec): 3 clusters
  Score: Raw -124195.704700 + Penalty 3391.317076 = -120804.387624
  nChanged 0
		SP:Iteration 17F (3537.160000 sec): 3 clusters
  Score: Raw -124195.704700 + Penalty 3391.317076 = -120804.387624
  nChanged 0
------ Evaluating fit on full set of 2436854 points ------
  Score: Raw -352816476.147072 + Penalty 124002.833727 = -352692473.313345
Time taken for this iteration:3611.960000 seconds.
 20->35 Clusters: Score -352692473.313345, best is 100000000000000005366162204393472.000000
THE BEST YET!


Starting from 21 clusters...
Memory request: 1.51 GB would take us to total of 6.05 GB.
------ Running on subset of 812284 points ------
	SP: Assigned 21 initial classes randomly.
Deleting Class 11 (5988 points): Lose 1050.762023 but Gain 3374.686117
Iteration 0F (3668.450000 sec): 20 clusters
  Score: Raw -109085892.983005 + Penalty 64119.036229 = -109021773.946777
  nChanged 771082
Iteration 1F (3689.230000 sec): 20 clusters
  Score: Raw -115494546.632043 + Penalty 64119.036229 = -115430427.595814
  nChanged 304128
Iteration 2F (3709.980000 sec): 20 clusters
  Score: Raw -116183551.210142 + Penalty 64119.036229 = -116119432.173913
  nChanged 228801
Iteration 3F (3730.720000 sec): 20 clusters
  Score: Raw -116652827.630807 + Penalty 64119.036229 = -116588708.594578
  nChanged 160119
Iteration 4F (3751.480000 sec): 20 clusters
  Score: Raw -116999749.253840 + Penalty 64119.036229 = -116935630.217611
  nChanged 111472
Iteration 5F (3772.200000 sec): 20 clusters
  Score: Raw -117118067.410929 + Penalty 64119.036229 = -117053948.374701
  nChanged 79079
Deleting Class 4 (2351 points): Lose 2385.924232 but Gain 3374.686117
Iteration 6F (3792.940000 sec): 19 clusters
  Score: Raw -117181740.343890 + Penalty 60744.350111 = -117120995.993779
  nChanged 62795
Iteration 7F (3812.610000 sec): 19 clusters
  Score: Raw -117234931.959242 + Penalty 60744.350111 = -117174187.609131
  nChanged 49806
Iteration 8F (3832.350000 sec): 19 clusters
  Score: Raw -117271437.928023 + Penalty 60744.350111 = -117210693.577911
  nChanged 43246
Iteration 9F (3852.010000 sec): 19 clusters
  Score: Raw -117303021.579595 + Penalty 60744.350111 = -117242277.229484
  nChanged 38409
Iteration 10Q (3860.010000 sec): 19 clusters
  Score: Raw -117333174.280454 + Penalty 60744.350111 = -117272429.930343
  nChanged 34840
Iteration 11Q (3867.720000 sec): 19 clusters
  Score: Raw -117358511.837457 + Penalty 60744.350111 = -117297767.487345
  nChanged 30747
Iteration 12Q (3875.190000 sec): 19 clusters
  Score: Raw -117377923.831248 + Penalty 60744.350111 = -117317179.481137
  nChanged 26382
Iteration 13Q (3882.480000 sec): 19 clusters
  Score: Raw -117393122.323123 + Penalty 60744.350111 = -117332377.973012
  nChanged 21900
Deleting Class 3 (2767 points): Lose 3014.816330 but Gain 3374.686117
Iteration 14Q (3889.610000 sec): 18 clusters
  Score: Raw -117400815.043603 + Penalty 57369.663994 = -117343445.379609
  nChanged 20698
Iteration 15Q (3896.450000 sec): 18 clusters
  Score: Raw -117412377.104331 + Penalty 57369.663994 = -117355007.440337
  nChanged 14967
Iteration 16Q (3903.120000 sec): 18 clusters
  Score: Raw -117417593.408585 + Penalty 57369.663994 = -117360223.744590
  nChanged 12302
Iteration 17Q (3909.660000 sec): 18 clusters
  Score: Raw -117421621.372208 + Penalty 57369.663994 = -117364251.708214
  nChanged 10955
Iteration 18Q (3916.150000 sec): 18 clusters
  Score: Raw -117425226.605719 + Penalty 57369.663994 = -117367856.941725
  nChanged 9873
Iteration 19Q (3922.570000 sec): 18 clusters
  Score: Raw -117428556.456671 + Penalty 57369.663994 = -117371186.792677
  nChanged 9018
Writing temp clu file 
Because OldScore, -117367856.941725, is greater than current (better) Score,-117371186.792677 
 Compute initial score before splitting:   Score: Raw -117428556.456671 + Penalty 57369.663994 = -117371186.792677
Memory request: 0.04 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (21153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3922.800000 sec): 2 clusters
  Score: Raw -3137695.558714 + Penalty 2469.965181 = -3135225.593534
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3922.880000 sec): 3 clusters
  Score: Raw -3125363.036610 + Penalty 4939.930361 = -3120423.106249
  nChanged 9309
		SP:Iteration 1F (3922.950000 sec): 3 clusters
  Score: Raw -3130496.869429 + Penalty 4939.930361 = -3125556.939068
  nChanged 1248
		SP:Iteration 2F (3923.030000 sec): 3 clusters
  Score: Raw -3131456.615789 + Penalty 4939.930361 = -3126516.685428
  nChanged 1570
		SP:Iteration 3F (3923.110000 sec): 3 clusters
  Score: Raw -3133189.981397 + Penalty 4939.930361 = -3128250.051036
  nChanged 2100
		SP:Iteration 4F (3923.190000 sec): 3 clusters
  Score: Raw -3135576.790171 + Penalty 4939.930361 = -3130636.859810
  nChanged 2139
		SP:Iteration 5F (3923.260000 sec): 3 clusters
  Score: Raw -3137831.982004 + Penalty 4939.930361 = -3132892.051643
  nChanged 1648
		SP:Iteration 6F (3923.340000 sec): 3 clusters
  Score: Raw -3139541.706689 + Penalty 4939.930361 = -3134601.776328
  nChanged 1046
		SP:Iteration 7Q (3923.410000 sec): 3 clusters
  Score: Raw -3140793.793308 + Penalty 4939.930361 = -3135853.862947
  nChanged 537
		SP:Iteration 8Q (3923.490000 sec): 3 clusters
  Score: Raw -3141455.521758 + Penalty 4939.930361 = -3136515.591397
  nChanged 314
		SP:Iteration 9Q (3923.550000 sec): 3 clusters
  Score: Raw -3141731.810220 + Penalty 4939.930361 = -3136791.879859
  nChanged 212
		SP:Iteration 10Q (3923.610000 sec): 3 clusters
  Score: Raw -3141866.887950 + Penalty 4939.930361 = -3136926.957589
  nChanged 118
		SP:Iteration 11Q (3923.670000 sec): 3 clusters
  Score: Raw -3141923.081663 + Penalty 4939.930361 = -3136983.151302
  nChanged 77
		SP:Iteration 12Q (3923.730000 sec): 3 clusters
  Score: Raw -3141947.264823 + Penalty 4939.930361 = -3137007.334462
  nChanged 54
		SP:Iteration 13Q (3923.790000 sec): 3 clusters
  Score: Raw -3141960.855829 + Penalty 4939.930361 = -3137020.925467
  nChanged 34
		SP:Iteration 14Q (3923.850000 sec): 3 clusters
  Score: Raw -3141969.385917 + Penalty 4939.930361 = -3137029.455556
  nChanged 17
		SP:Iteration 15Q (3923.910000 sec): 3 clusters
  Score: Raw -3141973.056437 + Penalty 4939.930361 = -3137033.126076
  nChanged 17
		SP:Iteration 16Q (3923.970000 sec): 3 clusters
  Score: Raw -3141976.395076 + Penalty 4939.930361 = -3137036.464715
  nChanged 8
		SP:Iteration 17Q (3924.020000 sec): 3 clusters
  Score: Raw -3141977.918611 + Penalty 4939.930361 = -3137037.988250
  nChanged 5
		SP:Iteration 18Q (3924.080000 sec): 3 clusters
  Score: Raw -3141979.015617 + Penalty 4939.930361 = -3137039.085256
  nChanged 3
		SP:Iteration 19Q (3924.140000 sec): 3 clusters
  Score: Raw -3141979.473123 + Penalty 4939.930361 = -3137039.542762
  nChanged 1
		SP:Iteration 20F (3924.210000 sec): 3 clusters
  Score: Raw -3141979.568230 + Penalty 4939.930361 = -3137039.637869
  nChanged 1
		SP:Iteration 21Q (3924.270000 sec): 3 clusters
  Score: Raw -3141979.688147 + Penalty 4939.930361 = -3137039.757786
  nChanged 1
		SP:Iteration 22Q (3924.330000 sec): 3 clusters
  Score: Raw -3141979.892906 + Penalty 4939.930361 = -3137039.962545
  nChanged 2
		SP:Iteration 23Q (3924.390000 sec): 3 clusters
  Score: Raw -3141980.241548 + Penalty 4939.930361 = -3137040.311187
  nChanged 4
		SP:Iteration 24Q (3924.450000 sec): 3 clusters
  Score: Raw -3141980.597460 + Penalty 4939.930361 = -3137040.667099
  nChanged 3
		SP:Iteration 25Q (3924.510000 sec): 3 clusters
  Score: Raw -3141980.884022 + Penalty 4939.930361 = -3137040.953661
  nChanged 0
		SP:Iteration 26F (3924.590000 sec): 3 clusters
  Score: Raw -3141980.884022 + Penalty 4939.930361 = -3137040.953661
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 3.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (2433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3924.610000 sec): 2 clusters
  Score: Raw -350604.632572 + Penalty 1933.626325 = -348671.006247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3924.620000 sec): 3 clusters
  Score: Raw -349598.721001 + Penalty 3867.252650 = -345731.468351
  nChanged 838
		SP:Iteration 1F (3924.630000 sec): 3 clusters
  Score: Raw -350134.405996 + Penalty 3867.252650 = -346267.153346
  nChanged 175
		SP:Iteration 2F (3924.630000 sec): 3 clusters
  Score: Raw -350273.665589 + Penalty 3867.252650 = -346406.412939
  nChanged 116
		SP:Iteration 3Q (3924.640000 sec): 3 clusters
  Score: Raw -350348.437756 + Penalty 3867.252650 = -346481.185106
  nChanged 59
		SP:Iteration 4Q (3924.650000 sec): 3 clusters
  Score: Raw -350389.296562 + Penalty 3867.252650 = -346522.043912
  nChanged 54
		SP:Iteration 5Q (3924.660000 sec): 3 clusters
  Score: Raw -350424.355866 + Penalty 3867.252650 = -346557.103216
  nChanged 37
		SP:Iteration 6Q (3924.670000 sec): 3 clusters
  Score: Raw -350447.502545 + Penalty 3867.252650 = -346580.249895
  nChanged 39
		SP:Iteration 7Q (3924.680000 sec): 3 clusters
  Score: Raw -350470.015501 + Penalty 3867.252650 = -346602.762851
  nChanged 27
		SP:Iteration 8Q (3924.690000 sec): 3 clusters
  Score: Raw -350486.525957 + Penalty 3867.252650 = -346619.273307
  nChanged 19
		SP:Iteration 9Q (3924.690000 sec): 3 clusters
  Score: Raw -350498.547507 + Penalty 3867.252650 = -346631.294857
  nChanged 17
		SP:Iteration 10Q (3924.710000 sec): 3 clusters
  Score: Raw -350511.090188 + Penalty 3867.252650 = -346643.837538
  nChanged 16
		SP:Iteration 11Q (3924.710000 sec): 3 clusters
  Score: Raw -350520.214105 + Penalty 3867.252650 = -346652.961455
  nChanged 16
		SP:Iteration 12Q (3924.720000 sec): 3 clusters
  Score: Raw -350528.914439 + Penalty 3867.252650 = -346661.661789
  nChanged 13
		SP:Iteration 13Q (3924.730000 sec): 3 clusters
  Score: Raw -350534.781174 + Penalty 3867.252650 = -346667.528524
  nChanged 4
		SP:Iteration 14Q (3924.740000 sec): 3 clusters
  Score: Raw -350537.170723 + Penalty 3867.252650 = -346669.918073
  nChanged 4
		SP:Iteration 15Q (3924.750000 sec): 3 clusters
  Score: Raw -350539.321297 + Penalty 3867.252650 = -346672.068647
  nChanged 3
		SP:Iteration 16Q (3924.760000 sec): 3 clusters
  Score: Raw -350540.839898 + Penalty 3867.252650 = -346673.587248
  nChanged 8
		SP:Iteration 17Q (3924.770000 sec): 3 clusters
  Score: Raw -350545.548326 + Penalty 3867.252650 = -346678.295676
  nChanged 6
		SP:Iteration 18Q (3924.770000 sec): 3 clusters
  Score: Raw -350549.797298 + Penalty 3867.252650 = -346682.544648
  nChanged 4
		SP:Iteration 19Q (3924.780000 sec): 3 clusters
  Score: Raw -350551.461596 + Penalty 3867.252650 = -346684.208946
  nChanged 2
		SP:Iteration 20F (3924.790000 sec): 3 clusters
  Score: Raw -350553.462818 + Penalty 3867.252650 = -346686.210168
  nChanged 6
		SP:Iteration 21Q (3924.800000 sec): 3 clusters
  Score: Raw -350557.943832 + Penalty 3867.252650 = -346690.691182
  nChanged 3
		SP:Iteration 22Q (3924.810000 sec): 3 clusters
  Score: Raw -350559.330020 + Penalty 3867.252650 = -346692.077370
  nChanged 0
		SP:Iteration 23F (3924.820000 sec): 3 clusters
  Score: Raw -350559.330020 + Penalty 3867.252650 = -346692.077370
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (11305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3924.860000 sec): 2 clusters
  Score: Raw -1545194.791189 + Penalty 2314.584095 = -1542880.207093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3924.900000 sec): 3 clusters
  Score: Raw -1539134.616360 + Penalty 4629.168191 = -1534505.448169
  nChanged 4744
		SP:Iteration 1F (3924.940000 sec): 3 clusters
  Score: Raw -1542109.244178 + Penalty 4629.168191 = -1537480.075987
  nChanged 983
		SP:Iteration 2F (3924.980000 sec): 3 clusters
  Score: Raw -1543033.078272 + Penalty 4629.168191 = -1538403.910081
  nChanged 980
		SP:Iteration 3F (3925.020000 sec): 3 clusters
  Score: Raw -1544341.330750 + Penalty 4629.168191 = -1539712.162559
  nChanged 1003
		SP:Iteration 4F (3925.060000 sec): 3 clusters
  Score: Raw -1545813.454198 + Penalty 4629.168191 = -1541184.286007
  nChanged 983
		SP:Iteration 5F (3925.100000 sec): 3 clusters
  Score: Raw -1547201.989752 + Penalty 4629.168191 = -1542572.821561
  nChanged 816
		SP:Iteration 6F (3925.150000 sec): 3 clusters
  Score: Raw -1548180.733891 + Penalty 4629.168191 = -1543551.565700
  nChanged 597
		SP:Iteration 7F (3925.190000 sec): 3 clusters
  Score: Raw -1548894.735745 + Penalty 4629.168191 = -1544265.567555
  nChanged 480
		SP:Iteration 8Q (3925.220000 sec): 3 clusters
  Score: Raw -1549601.830993 + Penalty 4629.168191 = -1544972.662802
  nChanged 363
		SP:Iteration 9Q (3925.260000 sec): 3 clusters
  Score: Raw -1550249.008583 + Penalty 4629.168191 = -1545619.840392
  nChanged 320
		SP:Iteration 10Q (3925.290000 sec): 3 clusters
  Score: Raw -1551112.739429 + Penalty 4629.168191 = -1546483.571238
  nChanged 269
		SP:Iteration 11Q (3925.320000 sec): 3 clusters
  Score: Raw -1551630.118027 + Penalty 4629.168191 = -1547000.949837
  nChanged 166
		SP:Iteration 12Q (3925.350000 sec): 3 clusters
  Score: Raw -1551855.959885 + Penalty 4629.168191 = -1547226.791695
  nChanged 131
		SP:Iteration 13Q (3925.390000 sec): 3 clusters
  Score: Raw -1551968.879562 + Penalty 4629.168191 = -1547339.711372
  nChanged 100
		SP:Iteration 14Q (3925.420000 sec): 3 clusters
  Score: Raw -1552036.060768 + Penalty 4629.168191 = -1547406.892578
  nChanged 62
		SP:Iteration 15Q (3925.450000 sec): 3 clusters
  Score: Raw -1552065.873358 + Penalty 4629.168191 = -1547436.705167
  nChanged 54
		SP:Iteration 16Q (3925.480000 sec): 3 clusters
  Score: Raw -1552088.637097 + Penalty 4629.168191 = -1547459.468907
  nChanged 37
		SP:Iteration 17Q (3925.510000 sec): 3 clusters
  Score: Raw -1552103.864581 + Penalty 4629.168191 = -1547474.696391
  nChanged 27
		SP:Iteration 18Q (3925.540000 sec): 3 clusters
  Score: Raw -1552114.496794 + Penalty 4629.168191 = -1547485.328603
  nChanged 25
		SP:Iteration 19Q (3925.570000 sec): 3 clusters
  Score: Raw -1552122.178162 + Penalty 4629.168191 = -1547493.009971
  nChanged 18
		SP:Iteration 20F (3925.610000 sec): 3 clusters
  Score: Raw -1552130.014371 + Penalty 4629.168191 = -1547500.846181
  nChanged 15
		SP:Iteration 21Q (3925.640000 sec): 3 clusters
  Score: Raw -1552135.581058 + Penalty 4629.168191 = -1547506.412868
  nChanged 20
		SP:Iteration 22Q (3925.670000 sec): 3 clusters
  Score: Raw -1552142.409500 + Penalty 4629.168191 = -1547513.241310
  nChanged 14
		SP:Iteration 23Q (3925.710000 sec): 3 clusters
  Score: Raw -1552147.050683 + Penalty 4629.168191 = -1547517.882492
  nChanged 11
		SP:Iteration 24Q (3925.740000 sec): 3 clusters
  Score: Raw -1552151.598726 + Penalty 4629.168191 = -1547522.430535
  nChanged 11
		SP:Iteration 25Q (3925.770000 sec): 3 clusters
  Score: Raw -1552155.063298 + Penalty 4629.168191 = -1547525.895108
  nChanged 11
		SP:Iteration 26Q (3925.800000 sec): 3 clusters
  Score: Raw -1552157.775017 + Penalty 4629.168191 = -1547528.606826
  nChanged 6
		SP:Iteration 27Q (3925.830000 sec): 3 clusters
  Score: Raw -1552159.158704 + Penalty 4629.168191 = -1547529.990513
  nChanged 4
		SP:Iteration 28Q (3925.860000 sec): 3 clusters
  Score: Raw -1552160.327267 + Penalty 4629.168191 = -1547531.159076
  nChanged 3
		SP:Iteration 29Q (3925.890000 sec): 3 clusters
  Score: Raw -1552161.134544 + Penalty 4629.168191 = -1547531.966353
  nChanged 3
		SP:Iteration 30Q (3925.920000 sec): 3 clusters
  Score: Raw -1552161.616666 + Penalty 4629.168191 = -1547532.448475
  nChanged 1
		SP:Iteration 31Q (3925.950000 sec): 3 clusters
  Score: Raw -1552161.805579 + Penalty 4629.168191 = -1547532.637388
  nChanged 1
		SP:Iteration 32Q (3925.990000 sec): 3 clusters
  Score: Raw -1552161.998404 + Penalty 4629.168191 = -1547532.830213
  nChanged 1
		SP:Iteration 33Q (3926.020000 sec): 3 clusters
  Score: Raw -1552162.207362 + Penalty 4629.168191 = -1547533.039171
  nChanged 0
		SP:Iteration 34F (3926.060000 sec): 3 clusters
  Score: Raw -1552162.207362 + Penalty 4629.168191 = -1547533.039171
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 4.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (1994 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3926.070000 sec): 2 clusters
  Score: Raw -290417.995594 + Penalty 1884.278692 = -288533.716902
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3926.080000 sec): 3 clusters
  Score: Raw -289704.921080 + Penalty 3768.557383 = -285936.363697
  nChanged 618
		SP:Iteration 1F (3926.090000 sec): 3 clusters
  Score: Raw -290382.311142 + Penalty 3768.557383 = -286613.753758
  nChanged 196
		SP:Iteration 2F (3926.090000 sec): 3 clusters
  Score: Raw -290658.531001 + Penalty 3768.557383 = -286889.973618
  nChanged 134
		SP:Iteration 3F (3926.100000 sec): 3 clusters
  Score: Raw -290858.496903 + Penalty 3768.557383 = -287089.939519
  nChanged 113
		SP:Iteration 4F (3926.110000 sec): 3 clusters
  Score: Raw -291089.604171 + Penalty 3768.557383 = -287321.046787
  nChanged 96
		SP:Iteration 5Q (3926.110000 sec): 3 clusters
  Score: Raw -291398.908665 + Penalty 3768.557383 = -287630.351281
  nChanged 98
		SP:Iteration 6Q (3926.120000 sec): 3 clusters
  Score: Raw -291745.237282 + Penalty 3768.557383 = -287976.679899
  nChanged 96
		SP:Iteration 7Q (3926.130000 sec): 3 clusters
  Score: Raw -291948.855219 + Penalty 3768.557383 = -288180.297836
  nChanged 88
		SP:Iteration 8Q (3926.130000 sec): 3 clusters
  Score: Raw -292118.307779 + Penalty 3768.557383 = -288349.750395
  nChanged 76
		SP:Iteration 9Q (3926.140000 sec): 3 clusters
  Score: Raw -292264.368054 + Penalty 3768.557383 = -288495.810670
  nChanged 71
		SP:Iteration 10Q (3926.150000 sec): 3 clusters
  Score: Raw -292510.110058 + Penalty 3768.557383 = -288741.552674
  nChanged 80
		SP:Iteration 11Q (3926.150000 sec): 3 clusters
  Score: Raw -292807.047354 + Penalty 3768.557383 = -289038.489971
  nChanged 60
		SP:Iteration 12Q (3926.160000 sec): 3 clusters
  Score: Raw -292935.197256 + Penalty 3768.557383 = -289166.639873
  nChanged 53
		SP:Iteration 13Q (3926.160000 sec): 3 clusters
  Score: Raw -293018.739800 + Penalty 3768.557383 = -289250.182416
  nChanged 38
		SP:Iteration 14Q (3926.170000 sec): 3 clusters
  Score: Raw -293095.324866 + Penalty 3768.557383 = -289326.767483
  nChanged 33
		SP:Iteration 15Q (3926.170000 sec): 3 clusters
  Score: Raw -293159.044356 + Penalty 3768.557383 = -289390.486973
  nChanged 24
		SP:Iteration 16Q (3926.180000 sec): 3 clusters
  Score: Raw -293195.541739 + Penalty 3768.557383 = -289426.984355
  nChanged 13
		SP:Iteration 17Q (3926.190000 sec): 3 clusters
  Score: Raw -293212.225001 + Penalty 3768.557383 = -289443.667618
  nChanged 6
		SP:Iteration 18Q (3926.190000 sec): 3 clusters
  Score: Raw -293218.902039 + Penalty 3768.557383 = -289450.344656
  nChanged 3
		SP:Iteration 19Q (3926.190000 sec): 3 clusters
  Score: Raw -293220.763216 + Penalty 3768.557383 = -289452.205833
  nChanged 1
		SP:Iteration 20F (3926.200000 sec): 3 clusters
  Score: Raw -293221.428461 + Penalty 3768.557383 = -289452.871078
  nChanged 2
		SP:Iteration 21Q (3926.210000 sec): 3 clusters
  Score: Raw -293222.916853 + Penalty 3768.557383 = -289454.359469
  nChanged 1
		SP:Iteration 22Q (3926.210000 sec): 3 clusters
  Score: Raw -293223.377728 + Penalty 3768.557383 = -289454.820344
  nChanged 1
		SP:Iteration 23Q (3926.220000 sec): 3 clusters
  Score: Raw -293224.948761 + Penalty 3768.557383 = -289456.391377
  nChanged 1
		SP:Iteration 24Q (3926.220000 sec): 3 clusters
  Score: Raw -293225.860814 + Penalty 3768.557383 = -289457.303431
  nChanged 0
		SP:Iteration 25F (3926.230000 sec): 3 clusters
  Score: Raw -293225.860814 + Penalty 3768.557383 = -289457.303431
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 11.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (3781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3926.250000 sec): 2 clusters
  Score: Raw -380112.960133 + Penalty 2042.960463 = -378069.999669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3926.260000 sec): 3 clusters
  Score: Raw -379860.370215 + Penalty 4085.920927 = -375774.449288
  nChanged 1634
		SP:Iteration 1F (3926.270000 sec): 3 clusters
  Score: Raw -394246.494726 + Penalty 4085.920927 = -390160.573799
  nChanged 615
		SP:Iteration 2F (3926.290000 sec): 3 clusters
  Score: Raw -400806.945924 + Penalty 4085.920927 = -396721.024998
  nChanged 135
		SP:Iteration 3Q (3926.300000 sec): 3 clusters
  Score: Raw -402776.340619 + Penalty 4085.920927 = -398690.419692
  nChanged 54
		SP:Iteration 4Q (3926.310000 sec): 3 clusters
  Score: Raw -404124.907882 + Penalty 4085.920927 = -400038.986955
  nChanged 34
		SP:Iteration 5Q (3926.320000 sec): 3 clusters
  Score: Raw -405967.125493 + Penalty 4085.920927 = -401881.204566
  nChanged 20
		SP:Iteration 6Q (3926.330000 sec): 3 clusters
  Score: Raw -406505.659156 + Penalty 4085.920927 = -402419.738229
  nChanged 8
		SP:Iteration 7Q (3926.330000 sec): 3 clusters
  Score: Raw -406526.034443 + Penalty 4085.920927 = -402440.113516
  nChanged 0
		SP:Iteration 8F (3926.350000 sec): 3 clusters
  Score: Raw -406622.108279 + Penalty 4085.920927 = -402536.187352
  nChanged 12
		SP:Iteration 9Q (3926.360000 sec): 3 clusters
  Score: Raw -406788.670156 + Penalty 4085.920927 = -402702.749229
  nChanged 14
		SP:Iteration 10Q (3926.370000 sec): 3 clusters
  Score: Raw -406919.347105 + Penalty 4085.920927 = -402833.426178
  nChanged 7
		SP:Iteration 11Q (3926.380000 sec): 3 clusters
  Score: Raw -406958.858937 + Penalty 4085.920927 = -402872.938011
  nChanged 8
		SP:Iteration 12Q (3926.390000 sec): 3 clusters
  Score: Raw -406980.910827 + Penalty 4085.920927 = -402894.989901
  nChanged 4
		SP:Iteration 13Q (3926.390000 sec): 3 clusters
  Score: Raw -407008.356263 + Penalty 4085.920927 = -402922.435336
  nChanged 5
		SP:Iteration 14Q (3926.410000 sec): 3 clusters
  Score: Raw -407031.390313 + Penalty 4085.920927 = -402945.469386
  nChanged 5
		SP:Iteration 15Q (3926.410000 sec): 3 clusters
  Score: Raw -407071.609596 + Penalty 4085.920927 = -402985.688669
  nChanged 4
		SP:Iteration 16Q (3926.420000 sec): 3 clusters
  Score: Raw -407100.355575 + Penalty 4085.920927 = -403014.434648
  nChanged 5
		SP:Iteration 17Q (3926.430000 sec): 3 clusters
  Score: Raw -407109.007666 + Penalty 4085.920927 = -403023.086739
  nChanged 3
		SP:Iteration 18Q (3926.440000 sec): 3 clusters
  Score: Raw -407111.705697 + Penalty 4085.920927 = -403025.784771
  nChanged 0
		SP:Iteration 19F (3926.450000 sec): 3 clusters
  Score: Raw -407173.217567 + Penalty 4085.920927 = -403087.296641
  nChanged 6
		SP:Iteration 20F (3926.470000 sec): 3 clusters
  Score: Raw -407328.120647 + Penalty 4085.920927 = -403242.199720
  nChanged 9
		SP:Iteration 21Q (3926.480000 sec): 3 clusters
  Score: Raw -407504.700397 + Penalty 4085.920927 = -403418.779470
  nChanged 13
		SP:Iteration 22Q (3926.490000 sec): 3 clusters
  Score: Raw -407590.313264 + Penalty 4085.920927 = -403504.392337
  nChanged 12
		SP:Iteration 23Q (3926.500000 sec): 3 clusters
  Score: Raw -407625.551984 + Penalty 4085.920927 = -403539.631057
  nChanged 8
		SP:Iteration 24Q (3926.510000 sec): 3 clusters
  Score: Raw -407648.825000 + Penalty 4085.920927 = -403562.904073
  nChanged 5
		SP:Iteration 25Q (3926.510000 sec): 3 clusters
  Score: Raw -407658.548692 + Penalty 4085.920927 = -403572.627765
  nChanged 4
		SP:Iteration 26Q (3926.530000 sec): 3 clusters
  Score: Raw -407664.467160 + Penalty 4085.920927 = -403578.546234
  nChanged 3
		SP:Iteration 27Q (3926.530000 sec): 3 clusters
  Score: Raw -407666.681635 + Penalty 4085.920927 = -403580.760708
  nChanged 1
		SP:Iteration 28Q (3926.540000 sec): 3 clusters
  Score: Raw -407667.390686 + Penalty 4085.920927 = -403581.469759
  nChanged 1
		SP:Iteration 29Q (3926.550000 sec): 3 clusters
  Score: Raw -407668.382315 + Penalty 4085.920927 = -403582.461388
  nChanged 1
		SP:Iteration 30Q (3926.560000 sec): 3 clusters
  Score: Raw -407668.993021 + Penalty 4085.920927 = -403583.072094
  nChanged 2
		SP:Iteration 31Q (3926.570000 sec): 3 clusters
  Score: Raw -407670.550146 + Penalty 4085.920927 = -403584.629219
  nChanged 0
		SP:Iteration 32F (3926.590000 sec): 3 clusters
  Score: Raw -407671.515040 + Penalty 4085.920927 = -403585.594113
  nChanged 2
		SP:Iteration 33Q (3926.590000 sec): 3 clusters
  Score: Raw -407676.449014 + Penalty 4085.920927 = -403590.528088
  nChanged 3
		SP:Iteration 34Q (3926.600000 sec): 3 clusters
  Score: Raw -407679.310898 + Penalty 4085.920927 = -403593.389971
  nChanged 0
		SP:Iteration 35F (3926.620000 sec): 3 clusters
  Score: Raw -407679.310898 + Penalty 4085.920927 = -403593.389971
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 21.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (91453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3927.030000 sec): 2 clusters
  Score: Raw -13215397.663374 + Penalty 2833.047954 = -13212564.615420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3927.370000 sec): 3 clusters
  Score: Raw -13157213.911837 + Penalty 5666.095907 = -13151547.815929
  nChanged 43002
		SP:Iteration 1F (3927.710000 sec): 3 clusters
  Score: Raw -13182202.247113 + Penalty 5666.095907 = -13176536.151206
  nChanged 4381
		SP:Iteration 2Q (3928.050000 sec): 3 clusters
  Score: Raw -13184356.358102 + Penalty 5666.095907 = -13178690.262194
  nChanged 5659
		SP:Iteration 3F (3928.390000 sec): 3 clusters
  Score: Raw -13187986.038034 + Penalty 5666.095907 = -13182319.942127
  nChanged 7220
		SP:Iteration 4F (3928.730000 sec): 3 clusters
  Score: Raw -13193553.304074 + Penalty 5666.095907 = -13187887.208167
  nChanged 7933
		SP:Iteration 5F (3929.070000 sec): 3 clusters
  Score: Raw -13199898.414965 + Penalty 5666.095907 = -13194232.319058
  nChanged 6949
		SP:Iteration 6F (3929.410000 sec): 3 clusters
  Score: Raw -13204480.637422 + Penalty 5666.095907 = -13198814.541514
  nChanged 4985
		SP:Iteration 7F (3929.750000 sec): 3 clusters
  Score: Raw -13206957.616404 + Penalty 5666.095907 = -13201291.520497
  nChanged 3305
		SP:Iteration 8Q (3930.090000 sec): 3 clusters
  Score: Raw -13208230.060933 + Penalty 5666.095907 = -13202563.965026
  nChanged 2345
		SP:Iteration 9Q (3930.430000 sec): 3 clusters
  Score: Raw -13208987.941394 + Penalty 5666.095907 = -13203321.845486
  nChanged 1797
		SP:Iteration 10Q (3930.770000 sec): 3 clusters
  Score: Raw -13209541.023296 + Penalty 5666.095907 = -13203874.927389
  nChanged 1509
		SP:Iteration 11Q (3931.110000 sec): 3 clusters
  Score: Raw -13209988.766649 + Penalty 5666.095907 = -13204322.670742
  nChanged 1359
		SP:Iteration 12Q (3931.450000 sec): 3 clusters
  Score: Raw -13210422.501027 + Penalty 5666.095907 = -13204756.405120
  nChanged 1351
		SP:Iteration 13Q (3931.790000 sec): 3 clusters
  Score: Raw -13210895.901214 + Penalty 5666.095907 = -13205229.805307
  nChanged 1289
		SP:Iteration 14Q (3932.130000 sec): 3 clusters
  Score: Raw -13211354.311903 + Penalty 5666.095907 = -13205688.215996
  nChanged 1211
		SP:Iteration 15Q (3932.470000 sec): 3 clusters
  Score: Raw -13211855.106909 + Penalty 5666.095907 = -13206189.011002
  nChanged 1266
		SP:Iteration 16Q (3932.810000 sec): 3 clusters
  Score: Raw -13212419.771033 + Penalty 5666.095907 = -13206753.675125
  nChanged 1254
		SP:Iteration 17Q (3933.140000 sec): 3 clusters
  Score: Raw -13213048.194129 + Penalty 5666.095907 = -13207382.098222
  nChanged 1272
		SP:Iteration 18Q (3933.470000 sec): 3 clusters
  Score: Raw -13213775.569410 + Penalty 5666.095907 = -13208109.473503
  nChanged 1324
		SP:Iteration 19Q (3933.800000 sec): 3 clusters
  Score: Raw -13214586.922290 + Penalty 5666.095907 = -13208920.826383
  nChanged 1366
		SP:Iteration 20F (3934.140000 sec): 3 clusters
  Score: Raw -13215465.883668 + Penalty 5666.095907 = -13209799.787760
  nChanged 1356
		SP:Iteration 21Q (3934.440000 sec): 3 clusters
  Score: Raw -13216272.204612 + Penalty 5666.095907 = -13210606.108704
  nChanged 1266
		SP:Iteration 22Q (3934.750000 sec): 3 clusters
  Score: Raw -13216992.306575 + Penalty 5666.095907 = -13211326.210668
  nChanged 1167
		SP:Iteration 23Q (3935.040000 sec): 3 clusters
  Score: Raw -13217597.072252 + Penalty 5666.095907 = -13211930.976345
  nChanged 975
		SP:Iteration 24Q (3935.340000 sec): 3 clusters
  Score: Raw -13217998.186221 + Penalty 5666.095907 = -13212332.090314
  nChanged 753
		SP:Iteration 25Q (3935.630000 sec): 3 clusters
  Score: Raw -13218264.326056 + Penalty 5666.095907 = -13212598.230149
  nChanged 634
		SP:Iteration 26Q (3935.920000 sec): 3 clusters
  Score: Raw -13218471.978412 + Penalty 5666.095907 = -13212805.882504
  nChanged 566
		SP:Iteration 27Q (3936.210000 sec): 3 clusters
  Score: Raw -13218618.942524 + Penalty 5666.095907 = -13212952.846616
  nChanged 447
		SP:Iteration 28Q (3936.500000 sec): 3 clusters
  Score: Raw -13218716.887477 + Penalty 5666.095907 = -13213050.791570
  nChanged 344
		SP:Iteration 29Q (3936.790000 sec): 3 clusters
  Score: Raw -13218785.818558 + Penalty 5666.095907 = -13213119.722650
  nChanged 292
		SP:Iteration 30Q (3937.070000 sec): 3 clusters
  Score: Raw -13218840.123436 + Penalty 5666.095907 = -13213174.027529
  nChanged 288
		SP:Iteration 31Q (3937.360000 sec): 3 clusters
  Score: Raw -13218890.607394 + Penalty 5666.095907 = -13213224.511487
  nChanged 247
		SP:Iteration 32Q (3937.640000 sec): 3 clusters
  Score: Raw -13218928.116354 + Penalty 5666.095907 = -13213262.020447
  nChanged 221
		SP:Iteration 33Q (3937.920000 sec): 3 clusters
  Score: Raw -13218957.662413 + Penalty 5666.095907 = -13213291.566506
  nChanged 186
		SP:Iteration 34Q (3938.200000 sec): 3 clusters
  Score: Raw -13218981.801844 + Penalty 5666.095907 = -13213315.705937
  nChanged 176
		SP:Iteration 35Q (3938.480000 sec): 3 clusters
  Score: Raw -13219003.574975 + Penalty 5666.095907 = -13213337.479068
  nChanged 159
		SP:Iteration 36Q (3938.770000 sec): 3 clusters
  Score: Raw -13219022.187663 + Penalty 5666.095907 = -13213356.091756
  nChanged 154
		SP:Iteration 37Q (3939.050000 sec): 3 clusters
  Score: Raw -13219040.676394 + Penalty 5666.095907 = -13213374.580487
  nChanged 150
		SP:Iteration 38Q (3939.330000 sec): 3 clusters
  Score: Raw -13219056.310497 + Penalty 5666.095907 = -13213390.214590
  nChanged 120
		SP:Iteration 39Q (3939.610000 sec): 3 clusters
  Score: Raw -13219066.906149 + Penalty 5666.095907 = -13213400.810242
  nChanged 106
		SP:Iteration 40F (3939.950000 sec): 3 clusters
  Score: Raw -13219075.759924 + Penalty 5666.095907 = -13213409.664016
  nChanged 98
		SP:Iteration 41Q (3940.240000 sec): 3 clusters
  Score: Raw -13219084.206903 + Penalty 5666.095907 = -13213418.110995
  nChanged 76
		SP:Iteration 42Q (3940.520000 sec): 3 clusters
  Score: Raw -13219089.167452 + Penalty 5666.095907 = -13213423.071545
  nChanged 60
		SP:Iteration 43Q (3940.800000 sec): 3 clusters
  Score: Raw -13219093.173205 + Penalty 5666.095907 = -13213427.077297
  nChanged 48
		SP:Iteration 44Q (3941.090000 sec): 3 clusters
  Score: Raw -13219095.759392 + Penalty 5666.095907 = -13213429.663485
  nChanged 48
		SP:Iteration 45Q (3941.370000 sec): 3 clusters
  Score: Raw -13219098.307052 + Penalty 5666.095907 = -13213432.211144
  nChanged 48
		SP:Iteration 46Q (3941.650000 sec): 3 clusters
  Score: Raw -13219100.449752 + Penalty 5666.095907 = -13213434.353845
  nChanged 37
		SP:Iteration 47Q (3941.930000 sec): 3 clusters
  Score: Raw -13219102.096914 + Penalty 5666.095907 = -13213436.001007
  nChanged 43
		SP:Iteration 48Q (3942.210000 sec): 3 clusters
  Score: Raw -13219104.339577 + Penalty 5666.095907 = -13213438.243670
  nChanged 42
		SP:Iteration 49Q (3942.500000 sec): 3 clusters
  Score: Raw -13219106.123793 + Penalty 5666.095907 = -13213440.027885
  nChanged 31
		SP:Iteration 50Q (3942.790000 sec): 3 clusters
  Score: Raw -13219107.365737 + Penalty 5666.095907 = -13213441.269830
  nChanged 25
		SP:Iteration 51Q (3943.070000 sec): 3 clusters
  Score: Raw -13219108.240664 + Penalty 5666.095907 = -13213442.144757
  nChanged 22
		SP:Iteration 52Q (3943.350000 sec): 3 clusters
  Score: Raw -13219109.029544 + Penalty 5666.095907 = -13213442.933637
  nChanged 29
		SP:Iteration 53Q (3943.630000 sec): 3 clusters
  Score: Raw -13219110.074525 + Penalty 5666.095907 = -13213443.978618
  nChanged 26
		SP:Iteration 54Q (3943.910000 sec): 3 clusters
  Score: Raw -13219110.899164 + Penalty 5666.095907 = -13213444.803257
  nChanged 24
		SP:Iteration 55Q (3944.190000 sec): 3 clusters
  Score: Raw -13219111.683344 + Penalty 5666.095907 = -13213445.587437
  nChanged 19
		SP:Iteration 56Q (3944.480000 sec): 3 clusters
  Score: Raw -13219112.234706 + Penalty 5666.095907 = -13213446.138799
  nChanged 15
		SP:Iteration 57Q (3944.760000 sec): 3 clusters
  Score: Raw -13219112.727330 + Penalty 5666.095907 = -13213446.631422
  nChanged 9
		SP:Iteration 58Q (3945.040000 sec): 3 clusters
  Score: Raw -13219113.123373 + Penalty 5666.095907 = -13213447.027465
  nChanged 10
		SP:Iteration 59Q (3945.320000 sec): 3 clusters
  Score: Raw -13219113.374180 + Penalty 5666.095907 = -13213447.278273
  nChanged 7
		SP:Iteration 60F (3945.660000 sec): 3 clusters
  Score: Raw -13219113.583521 + Penalty 5666.095907 = -13213447.487614
  nChanged 4
		SP:Iteration 61Q (3945.940000 sec): 3 clusters
  Score: Raw -13219113.658932 + Penalty 5666.095907 = -13213447.563025
  nChanged 2
		SP:Iteration 62Q (3946.220000 sec): 3 clusters
  Score: Raw -13219113.682760 + Penalty 5666.095907 = -13213447.586853
  nChanged 2
		SP:Iteration 63Q (3946.500000 sec): 3 clusters
  Score: Raw -13219113.721047 + Penalty 5666.095907 = -13213447.625140
  nChanged 2
		SP:Iteration 64Q (3946.780000 sec): 3 clusters
  Score: Raw -13219113.752337 + Penalty 5666.095907 = -13213447.656430
  nChanged 2
		SP:Iteration 65Q (3947.060000 sec): 3 clusters
  Score: Raw -13219113.801874 + Penalty 5666.095907 = -13213447.705967
  nChanged 2
		SP:Iteration 66Q (3947.350000 sec): 3 clusters
  Score: Raw -13219113.826004 + Penalty 5666.095907 = -13213447.730097
  nChanged 1
		SP:Iteration 67Q (3947.630000 sec): 3 clusters
  Score: Raw -13219113.857372 + Penalty 5666.095907 = -13213447.761465
  nChanged 1
		SP:Iteration 68Q (3947.910000 sec): 3 clusters
  Score: Raw -13219113.886039 + Penalty 5666.095907 = -13213447.790132
  nChanged 1
		SP:Iteration 69Q (3948.190000 sec): 3 clusters
  Score: Raw -13219113.895902 + Penalty 5666.095907 = -13213447.799995
  nChanged 0
		SP:Iteration 70F (3948.530000 sec): 3 clusters
  Score: Raw -13219113.895902 + Penalty 5666.095907 = -13213447.799995
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 22.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (57595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3948.720000 sec): 2 clusters
  Score: Raw -8438685.958060 + Penalty 2718.375377 = -8435967.582683
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3948.930000 sec): 3 clusters
  Score: Raw -8402701.267967 + Penalty 5436.750755 = -8397264.517213
  nChanged 26837
		SP:Iteration 1F (3949.150000 sec): 3 clusters
  Score: Raw -8417837.807049 + Penalty 5436.750755 = -8412401.056294
  nChanged 2578
		SP:Iteration 2Q (3949.360000 sec): 3 clusters
  Score: Raw -8418714.550452 + Penalty 5436.750755 = -8413277.799697
  nChanged 2660
		SP:Iteration 3Q (3949.580000 sec): 3 clusters
  Score: Raw -8419703.331444 + Penalty 5436.750755 = -8414266.580689
  nChanged 2800
		SP:Iteration 4Q (3949.790000 sec): 3 clusters
  Score: Raw -8420866.110022 + Penalty 5436.750755 = -8415429.359268
  nChanged 2989
		SP:Iteration 5F (3950.010000 sec): 3 clusters
  Score: Raw -8422283.716215 + Penalty 5436.750755 = -8416846.965460
  nChanged 3242
		SP:Iteration 6F (3950.220000 sec): 3 clusters
  Score: Raw -8423955.421721 + Penalty 5436.750755 = -8418518.670967
  nChanged 3311
		SP:Iteration 7F (3950.430000 sec): 3 clusters
  Score: Raw -8425638.041927 + Penalty 5436.750755 = -8420201.291172
  nChanged 3140
		SP:Iteration 8F (3950.650000 sec): 3 clusters
  Score: Raw -8427072.877481 + Penalty 5436.750755 = -8421636.126726
  nChanged 2617
		SP:Iteration 9Q (3950.860000 sec): 3 clusters
  Score: Raw -8428097.476330 + Penalty 5436.750755 = -8422660.725576
  nChanged 2177
		SP:Iteration 10Q (3951.080000 sec): 3 clusters
  Score: Raw -8428845.992336 + Penalty 5436.750755 = -8423409.241581
  nChanged 1747
		SP:Iteration 11Q (3951.300000 sec): 3 clusters
  Score: Raw -8429426.694751 + Penalty 5436.750755 = -8423989.943996
  nChanged 1536
		SP:Iteration 12Q (3951.510000 sec): 3 clusters
  Score: Raw -8429944.324089 + Penalty 5436.750755 = -8424507.573334
  nChanged 1391
		SP:Iteration 13Q (3951.730000 sec): 3 clusters
  Score: Raw -8430458.287468 + Penalty 5436.750755 = -8425021.536713
  nChanged 1442
		SP:Iteration 14Q (3951.950000 sec): 3 clusters
  Score: Raw -8431054.076056 + Penalty 5436.750755 = -8425617.325302
  nChanged 1466
		SP:Iteration 15Q (3952.160000 sec): 3 clusters
  Score: Raw -8431745.542377 + Penalty 5436.750755 = -8426308.791623
  nChanged 1486
		SP:Iteration 16Q (3952.370000 sec): 3 clusters
  Score: Raw -8432526.849208 + Penalty 5436.750755 = -8427090.098453
  nChanged 1475
		SP:Iteration 17Q (3952.590000 sec): 3 clusters
  Score: Raw -8433357.986994 + Penalty 5436.750755 = -8427921.236240
  nChanged 1405
		SP:Iteration 18Q (3952.800000 sec): 3 clusters
  Score: Raw -8434147.131343 + Penalty 5436.750755 = -8428710.380589
  nChanged 1282
		SP:Iteration 19Q (3953.010000 sec): 3 clusters
  Score: Raw -8434852.870878 + Penalty 5436.750755 = -8429416.120124
  nChanged 1164
		SP:Iteration 20F (3953.220000 sec): 3 clusters
  Score: Raw -8435449.246069 + Penalty 5436.750755 = -8430012.495314
  nChanged 1007
		SP:Iteration 21Q (3953.410000 sec): 3 clusters
  Score: Raw -8435930.619944 + Penalty 5436.750755 = -8430493.869189
  nChanged 858
		SP:Iteration 22Q (3953.600000 sec): 3 clusters
  Score: Raw -8436314.340564 + Penalty 5436.750755 = -8430877.589810
  nChanged 780
		SP:Iteration 23Q (3953.790000 sec): 3 clusters
  Score: Raw -8436651.147400 + Penalty 5436.750755 = -8431214.396646
  nChanged 723
		SP:Iteration 24Q (3953.970000 sec): 3 clusters
  Score: Raw -8436959.101450 + Penalty 5436.750755 = -8431522.350696
  nChanged 665
		SP:Iteration 25Q (3954.150000 sec): 3 clusters
  Score: Raw -8437250.467818 + Penalty 5436.750755 = -8431813.717063
  nChanged 579
		SP:Iteration 26Q (3954.320000 sec): 3 clusters
  Score: Raw -8437501.552528 + Penalty 5436.750755 = -8432064.801773
  nChanged 515
		SP:Iteration 27Q (3954.490000 sec): 3 clusters
  Score: Raw -8437724.938838 + Penalty 5436.750755 = -8432288.188083
  nChanged 464
		SP:Iteration 28Q (3954.660000 sec): 3 clusters
  Score: Raw -8437929.163820 + Penalty 5436.750755 = -8432492.413065
  nChanged 389
		SP:Iteration 29Q (3954.830000 sec): 3 clusters
  Score: Raw -8438089.002872 + Penalty 5436.750755 = -8432652.252118
  nChanged 350
		SP:Iteration 30Q (3954.990000 sec): 3 clusters
  Score: Raw -8438237.940908 + Penalty 5436.750755 = -8432801.190154
  nChanged 308
		SP:Iteration 31Q (3955.160000 sec): 3 clusters
  Score: Raw -8438376.286739 + Penalty 5436.750755 = -8432939.535985
  nChanged 281
		SP:Iteration 32Q (3955.320000 sec): 3 clusters
  Score: Raw -8438502.548531 + Penalty 5436.750755 = -8433065.797776
  nChanged 229
		SP:Iteration 33Q (3955.480000 sec): 3 clusters
  Score: Raw -8438612.437170 + Penalty 5436.750755 = -8433175.686416
  nChanged 197
		SP:Iteration 34Q (3955.630000 sec): 3 clusters
  Score: Raw -8438704.865789 + Penalty 5436.750755 = -8433268.115035
  nChanged 138
		SP:Iteration 35Q (3955.790000 sec): 3 clusters
  Score: Raw -8438773.559563 + Penalty 5436.750755 = -8433336.808809
  nChanged 125
		SP:Iteration 36Q (3955.950000 sec): 3 clusters
  Score: Raw -8438831.330461 + Penalty 5436.750755 = -8433394.579707
  nChanged 101
		SP:Iteration 37Q (3956.110000 sec): 3 clusters
  Score: Raw -8438873.951504 + Penalty 5436.750755 = -8433437.200750
  nChanged 79
		SP:Iteration 38Q (3956.260000 sec): 3 clusters
  Score: Raw -8438906.356650 + Penalty 5436.750755 = -8433469.605895
  nChanged 69
		SP:Iteration 39Q (3956.410000 sec): 3 clusters
  Score: Raw -8438931.753259 + Penalty 5436.750755 = -8433495.002505
  nChanged 55
		SP:Iteration 40F (3956.620000 sec): 3 clusters
  Score: Raw -8438955.521434 + Penalty 5436.750755 = -8433518.770679
  nChanged 66
		SP:Iteration 41Q (3956.770000 sec): 3 clusters
  Score: Raw -8438984.089976 + Penalty 5436.750755 = -8433547.339222
  nChanged 60
		SP:Iteration 42Q (3956.920000 sec): 3 clusters
  Score: Raw -8439013.511111 + Penalty 5436.750755 = -8433576.760357
  nChanged 56
		SP:Iteration 43Q (3957.080000 sec): 3 clusters
  Score: Raw -8439040.054364 + Penalty 5436.750755 = -8433603.303609
  nChanged 59
		SP:Iteration 44Q (3957.230000 sec): 3 clusters
  Score: Raw -8439062.074352 + Penalty 5436.750755 = -8433625.323598
  nChanged 49
		SP:Iteration 45Q (3957.380000 sec): 3 clusters
  Score: Raw -8439080.720570 + Penalty 5436.750755 = -8433643.969816
  nChanged 56
		SP:Iteration 46Q (3957.530000 sec): 3 clusters
  Score: Raw -8439102.617665 + Penalty 5436.750755 = -8433665.866911
  nChanged 43
		SP:Iteration 47Q (3957.690000 sec): 3 clusters
  Score: Raw -8439118.887301 + Penalty 5436.750755 = -8433682.136546
  nChanged 34
		SP:Iteration 48Q (3957.840000 sec): 3 clusters
  Score: Raw -8439132.631777 + Penalty 5436.750755 = -8433695.881023
  nChanged 30
		SP:Iteration 49Q (3957.990000 sec): 3 clusters
  Score: Raw -8439145.382269 + Penalty 5436.750755 = -8433708.631514
  nChanged 27
		SP:Iteration 50Q (3958.140000 sec): 3 clusters
  Score: Raw -8439157.903483 + Penalty 5436.750755 = -8433721.152729
  nChanged 27
		SP:Iteration 51Q (3958.290000 sec): 3 clusters
  Score: Raw -8439168.960266 + Penalty 5436.750755 = -8433732.209512
  nChanged 22
		SP:Iteration 52Q (3958.440000 sec): 3 clusters
  Score: Raw -8439177.830256 + Penalty 5436.750755 = -8433741.079501
  nChanged 20
		SP:Iteration 53Q (3958.590000 sec): 3 clusters
  Score: Raw -8439184.933632 + Penalty 5436.750755 = -8433748.182877
  nChanged 20
		SP:Iteration 54Q (3958.730000 sec): 3 clusters
  Score: Raw -8439192.256464 + Penalty 5436.750755 = -8433755.505710
  nChanged 19
		SP:Iteration 55Q (3958.880000 sec): 3 clusters
  Score: Raw -8439201.466253 + Penalty 5436.750755 = -8433764.715499
  nChanged 19
		SP:Iteration 56Q (3959.030000 sec): 3 clusters
  Score: Raw -8439209.570463 + Penalty 5436.750755 = -8433772.819708
  nChanged 15
		SP:Iteration 57Q (3959.180000 sec): 3 clusters
  Score: Raw -8439217.743398 + Penalty 5436.750755 = -8433780.992643
  nChanged 17
		SP:Iteration 58Q (3959.330000 sec): 3 clusters
  Score: Raw -8439224.895124 + Penalty 5436.750755 = -8433788.144370
  nChanged 11
		SP:Iteration 59Q (3959.480000 sec): 3 clusters
  Score: Raw -8439229.750186 + Penalty 5436.750755 = -8433792.999432
  nChanged 10
		SP:Iteration 60F (3959.690000 sec): 3 clusters
  Score: Raw -8439233.631674 + Penalty 5436.750755 = -8433796.880919
  nChanged 8
		SP:Iteration 61Q (3959.830000 sec): 3 clusters
  Score: Raw -8439237.579916 + Penalty 5436.750755 = -8433800.829162
  nChanged 14
		SP:Iteration 62Q (3959.980000 sec): 3 clusters
  Score: Raw -8439245.361228 + Penalty 5436.750755 = -8433808.610473
  nChanged 10
		SP:Iteration 63Q (3960.130000 sec): 3 clusters
  Score: Raw -8439249.760348 + Penalty 5436.750755 = -8433813.009593
  nChanged 15
		SP:Iteration 64Q (3960.280000 sec): 3 clusters
  Score: Raw -8439254.537254 + Penalty 5436.750755 = -8433817.786499
  nChanged 7
		SP:Iteration 65Q (3960.430000 sec): 3 clusters
  Score: Raw -8439256.552483 + Penalty 5436.750755 = -8433819.801728
  nChanged 9
		SP:Iteration 66Q (3960.570000 sec): 3 clusters
  Score: Raw -8439259.013239 + Penalty 5436.750755 = -8433822.262485
  nChanged 2
		SP:Iteration 67Q (3960.720000 sec): 3 clusters
  Score: Raw -8439259.733262 + Penalty 5436.750755 = -8433822.982508
  nChanged 3
		SP:Iteration 68Q (3960.870000 sec): 3 clusters
  Score: Raw -8439260.536891 + Penalty 5436.750755 = -8433823.786136
  nChanged 1
		SP:Iteration 69Q (3961.020000 sec): 3 clusters
  Score: Raw -8439260.748014 + Penalty 5436.750755 = -8433823.997260
  nChanged 1
		SP:Iteration 70Q (3961.170000 sec): 3 clusters
  Score: Raw -8439260.847980 + Penalty 5436.750755 = -8433824.097226
  nChanged 0
		SP:Iteration 71F (3961.370000 sec): 3 clusters
  Score: Raw -8439260.847980 + Penalty 5436.750755 = -8433824.097226
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (3722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3961.410000 sec): 2 clusters
  Score: Raw -522082.777177 + Penalty 2039.060076 = -520043.717100
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3961.430000 sec): 3 clusters
  Score: Raw -520405.480780 + Penalty 4078.120153 = -516327.360627
  nChanged 1304
		SP:Iteration 1F (3961.440000 sec): 3 clusters
  Score: Raw -521211.384949 + Penalty 4078.120153 = -517133.264797
  nChanged 273
		SP:Iteration 2F (3961.450000 sec): 3 clusters
  Score: Raw -521372.435843 + Penalty 4078.120153 = -517294.315690
  nChanged 162
		SP:Iteration 3Q (3961.470000 sec): 3 clusters
  Score: Raw -521467.114234 + Penalty 4078.120153 = -517388.994081
  nChanged 116
		SP:Iteration 4Q (3961.480000 sec): 3 clusters
  Score: Raw -521532.237827 + Penalty 4078.120153 = -517454.117675
  nChanged 101
		SP:Iteration 5Q (3961.490000 sec): 3 clusters
  Score: Raw -521586.427683 + Penalty 4078.120153 = -517508.307530
  nChanged 79
		SP:Iteration 6Q (3961.510000 sec): 3 clusters
  Score: Raw -521622.012019 + Penalty 4078.120153 = -517543.891866
  nChanged 55
		SP:Iteration 7Q (3961.520000 sec): 3 clusters
  Score: Raw -521648.823209 + Penalty 4078.120153 = -517570.703056
  nChanged 50
		SP:Iteration 8Q (3961.530000 sec): 3 clusters
  Score: Raw -521669.596522 + Penalty 4078.120153 = -517591.476370
  nChanged 39
		SP:Iteration 9Q (3961.550000 sec): 3 clusters
  Score: Raw -521687.494058 + Penalty 4078.120153 = -517609.373905
  nChanged 33
		SP:Iteration 10Q (3961.560000 sec): 3 clusters
  Score: Raw -521701.051619 + Penalty 4078.120153 = -517622.931466
  nChanged 28
		SP:Iteration 11Q (3961.570000 sec): 3 clusters
  Score: Raw -521711.536487 + Penalty 4078.120153 = -517633.416335
  nChanged 20
		SP:Iteration 12Q (3961.590000 sec): 3 clusters
  Score: Raw -521722.290283 + Penalty 4078.120153 = -517644.170131
  nChanged 27
		SP:Iteration 13Q (3961.600000 sec): 3 clusters
  Score: Raw -521735.615231 + Penalty 4078.120153 = -517657.495078
  nChanged 29
		SP:Iteration 14Q (3961.610000 sec): 3 clusters
  Score: Raw -521748.576407 + Penalty 4078.120153 = -517670.456255
  nChanged 27
		SP:Iteration 15Q (3961.630000 sec): 3 clusters
  Score: Raw -521758.499636 + Penalty 4078.120153 = -517680.379483
  nChanged 20
		SP:Iteration 16Q (3961.640000 sec): 3 clusters
  Score: Raw -521764.715131 + Penalty 4078.120153 = -517686.594978
  nChanged 12
		SP:Iteration 17Q (3961.650000 sec): 3 clusters
  Score: Raw -521768.170313 + Penalty 4078.120153 = -517690.050160
  nChanged 8
		SP:Iteration 18Q (3961.670000 sec): 3 clusters
  Score: Raw -521771.231420 + Penalty 4078.120153 = -517693.111267
  nChanged 8
		SP:Iteration 19Q (3961.680000 sec): 3 clusters
  Score: Raw -521773.761686 + Penalty 4078.120153 = -517695.641533
  nChanged 11
		SP:Iteration 20F (3961.690000 sec): 3 clusters
  Score: Raw -521778.351327 + Penalty 4078.120153 = -517700.231175
  nChanged 19
		SP:Iteration 21Q (3961.710000 sec): 3 clusters
  Score: Raw -521785.397360 + Penalty 4078.120153 = -517707.277207
  nChanged 19
		SP:Iteration 22Q (3961.720000 sec): 3 clusters
  Score: Raw -521793.424139 + Penalty 4078.120153 = -517715.303986
  nChanged 25
		SP:Iteration 23Q (3961.730000 sec): 3 clusters
  Score: Raw -521803.244406 + Penalty 4078.120153 = -517725.124254
  nChanged 21
		SP:Iteration 24Q (3961.750000 sec): 3 clusters
  Score: Raw -521812.037578 + Penalty 4078.120153 = -517733.917425
  nChanged 23
		SP:Iteration 25Q (3961.760000 sec): 3 clusters
  Score: Raw -521822.312444 + Penalty 4078.120153 = -517744.192291
  nChanged 25
		SP:Iteration 26Q (3961.770000 sec): 3 clusters
  Score: Raw -521831.619215 + Penalty 4078.120153 = -517753.499062
  nChanged 19
		SP:Iteration 27Q (3961.790000 sec): 3 clusters
  Score: Raw -521838.711737 + Penalty 4078.120153 = -517760.591584
  nChanged 15
		SP:Iteration 28Q (3961.800000 sec): 3 clusters
  Score: Raw -521845.854205 + Penalty 4078.120153 = -517767.734052
  nChanged 21
		SP:Iteration 29Q (3961.810000 sec): 3 clusters
  Score: Raw -521855.320844 + Penalty 4078.120153 = -517777.200692
  nChanged 18
		SP:Iteration 30Q (3961.830000 sec): 3 clusters
  Score: Raw -521865.266142 + Penalty 4078.120153 = -517787.145989
  nChanged 28
		SP:Iteration 31Q (3961.840000 sec): 3 clusters
  Score: Raw -521879.772284 + Penalty 4078.120153 = -517801.652131
  nChanged 27
		SP:Iteration 32Q (3961.850000 sec): 3 clusters
  Score: Raw -521891.532581 + Penalty 4078.120153 = -517813.412428
  nChanged 24
		SP:Iteration 33Q (3961.870000 sec): 3 clusters
  Score: Raw -521904.306024 + Penalty 4078.120153 = -517826.185871
  nChanged 31
		SP:Iteration 34Q (3961.880000 sec): 3 clusters
  Score: Raw -521922.222961 + Penalty 4078.120153 = -517844.102808
  nChanged 31
		SP:Iteration 35Q (3961.890000 sec): 3 clusters
  Score: Raw -521943.318002 + Penalty 4078.120153 = -517865.197849
  nChanged 33
		SP:Iteration 36Q (3961.910000 sec): 3 clusters
  Score: Raw -521963.768014 + Penalty 4078.120153 = -517885.647861
  nChanged 31
		SP:Iteration 37Q (3961.920000 sec): 3 clusters
  Score: Raw -521983.533519 + Penalty 4078.120153 = -517905.413366
  nChanged 38
		SP:Iteration 38Q (3961.930000 sec): 3 clusters
  Score: Raw -522009.174578 + Penalty 4078.120153 = -517931.054425
  nChanged 48
		SP:Iteration 39Q (3961.950000 sec): 3 clusters
  Score: Raw -522042.713459 + Penalty 4078.120153 = -517964.593306
  nChanged 52
		SP:Iteration 40F (3961.960000 sec): 3 clusters
  Score: Raw -522079.335606 + Penalty 4078.120153 = -518001.215453
  nChanged 53
		SP:Iteration 41Q (3961.970000 sec): 3 clusters
  Score: Raw -522113.466579 + Penalty 4078.120153 = -518035.346426
  nChanged 42
		SP:Iteration 42Q (3961.990000 sec): 3 clusters
  Score: Raw -522144.716281 + Penalty 4078.120153 = -518066.596128
  nChanged 33
		SP:Iteration 43Q (3962.000000 sec): 3 clusters
  Score: Raw -522173.627992 + Penalty 4078.120153 = -518095.507839
  nChanged 52
		SP:Iteration 44Q (3962.010000 sec): 3 clusters
  Score: Raw -522221.767914 + Penalty 4078.120153 = -518143.647761
  nChanged 45
		SP:Iteration 45Q (3962.030000 sec): 3 clusters
  Score: Raw -522252.300247 + Penalty 4078.120153 = -518174.180094
  nChanged 38
		SP:Iteration 46Q (3962.040000 sec): 3 clusters
  Score: Raw -522275.770161 + Penalty 4078.120153 = -518197.650008
  nChanged 26
		SP:Iteration 47Q (3962.050000 sec): 3 clusters
  Score: Raw -522302.252279 + Penalty 4078.120153 = -518224.132126
  nChanged 33
		SP:Iteration 48Q (3962.060000 sec): 3 clusters
  Score: Raw -522323.167246 + Penalty 4078.120153 = -518245.047094
  nChanged 23
		SP:Iteration 49Q (3962.070000 sec): 3 clusters
  Score: Raw -522338.100745 + Penalty 4078.120153 = -518259.980592
  nChanged 26
		SP:Iteration 50Q (3962.090000 sec): 3 clusters
  Score: Raw -522356.373218 + Penalty 4078.120153 = -518278.253065
  nChanged 26
		SP:Iteration 51Q (3962.100000 sec): 3 clusters
  Score: Raw -522375.737483 + Penalty 4078.120153 = -518297.617330
  nChanged 26
		SP:Iteration 52Q (3962.110000 sec): 3 clusters
  Score: Raw -522396.507522 + Penalty 4078.120153 = -518318.387369
  nChanged 28
		SP:Iteration 53Q (3962.120000 sec): 3 clusters
  Score: Raw -522419.451560 + Penalty 4078.120153 = -518341.331407
  nChanged 30
		SP:Iteration 54Q (3962.130000 sec): 3 clusters
  Score: Raw -522441.701598 + Penalty 4078.120153 = -518363.581446
  nChanged 24
		SP:Iteration 55Q (3962.150000 sec): 3 clusters
  Score: Raw -522457.523091 + Penalty 4078.120153 = -518379.402938
  nChanged 26
		SP:Iteration 56Q (3962.160000 sec): 3 clusters
  Score: Raw -522474.298154 + Penalty 4078.120153 = -518396.178001
  nChanged 27
		SP:Iteration 57Q (3962.170000 sec): 3 clusters
  Score: Raw -522496.748063 + Penalty 4078.120153 = -518418.627910
  nChanged 39
		SP:Iteration 58Q (3962.180000 sec): 3 clusters
  Score: Raw -522538.348238 + Penalty 4078.120153 = -518460.228085
  nChanged 47
		SP:Iteration 59Q (3962.190000 sec): 3 clusters
  Score: Raw -522580.211287 + Penalty 4078.120153 = -518502.091134
  nChanged 42
		SP:Iteration 60F (3962.210000 sec): 3 clusters
  Score: Raw -522617.514493 + Penalty 4078.120153 = -518539.394340
  nChanged 38
		SP:Iteration 61Q (3962.220000 sec): 3 clusters
  Score: Raw -522649.263553 + Penalty 4078.120153 = -518571.143400
  nChanged 41
		SP:Iteration 62Q (3962.230000 sec): 3 clusters
  Score: Raw -522686.876189 + Penalty 4078.120153 = -518608.756036
  nChanged 46
		SP:Iteration 63Q (3962.240000 sec): 3 clusters
  Score: Raw -522729.729142 + Penalty 4078.120153 = -518651.608989
  nChanged 41
		SP:Iteration 64Q (3962.250000 sec): 3 clusters
  Score: Raw -522768.132568 + Penalty 4078.120153 = -518690.012415
  nChanged 39
		SP:Iteration 65Q (3962.270000 sec): 3 clusters
  Score: Raw -522799.575422 + Penalty 4078.120153 = -518721.455269
  nChanged 38
		SP:Iteration 66Q (3962.280000 sec): 3 clusters
  Score: Raw -522824.745934 + Penalty 4078.120153 = -518746.625781
  nChanged 24
		SP:Iteration 67Q (3962.290000 sec): 3 clusters
  Score: Raw -522841.519070 + Penalty 4078.120153 = -518763.398918
  nChanged 19
		SP:Iteration 68Q (3962.300000 sec): 3 clusters
  Score: Raw -522855.725781 + Penalty 4078.120153 = -518777.605628
  nChanged 17
		SP:Iteration 69Q (3962.310000 sec): 3 clusters
  Score: Raw -522867.796558 + Penalty 4078.120153 = -518789.676405
  nChanged 11
		SP:Iteration 70Q (3962.320000 sec): 3 clusters
  Score: Raw -522872.424944 + Penalty 4078.120153 = -518794.304791
  nChanged 8
		SP:Iteration 71Q (3962.330000 sec): 3 clusters
  Score: Raw -522877.188346 + Penalty 4078.120153 = -518799.068193
  nChanged 4
		SP:Iteration 72Q (3962.350000 sec): 3 clusters
  Score: Raw -522880.184579 + Penalty 4078.120153 = -518802.064426
  nChanged 2
		SP:Iteration 73Q (3962.360000 sec): 3 clusters
  Score: Raw -522881.228548 + Penalty 4078.120153 = -518803.108395
  nChanged 1
		SP:Iteration 74Q (3962.370000 sec): 3 clusters
  Score: Raw -522881.696072 + Penalty 4078.120153 = -518803.575919
  nChanged 3
		SP:Iteration 75Q (3962.380000 sec): 3 clusters
  Score: Raw -522883.578477 + Penalty 4078.120153 = -518805.458324
  nChanged 2
		SP:Iteration 76Q (3962.390000 sec): 3 clusters
  Score: Raw -522884.940280 + Penalty 4078.120153 = -518806.820127
  nChanged 2
		SP:Iteration 77Q (3962.400000 sec): 3 clusters
  Score: Raw -522885.736907 + Penalty 4078.120153 = -518807.616754
  nChanged 1
		SP:Iteration 78Q (3962.410000 sec): 3 clusters
  Score: Raw -522886.614413 + Penalty 4078.120153 = -518808.494260
  nChanged 1
		SP:Iteration 79Q (3962.430000 sec): 3 clusters
  Score: Raw -522886.840632 + Penalty 4078.120153 = -518808.720479
  nChanged 2
		SP:Iteration 80F (3962.440000 sec): 3 clusters
  Score: Raw -522887.460433 + Penalty 4078.120153 = -518809.340280
  nChanged 1
		SP:Iteration 81Q (3962.450000 sec): 3 clusters
  Score: Raw -522888.030474 + Penalty 4078.120153 = -518809.910321
  nChanged 1
		SP:Iteration 82Q (3962.460000 sec): 3 clusters
  Score: Raw -522888.613523 + Penalty 4078.120153 = -518810.493370
  nChanged 2
		SP:Iteration 83Q (3962.470000 sec): 3 clusters
  Score: Raw -522889.552479 + Penalty 4078.120153 = -518811.432326
  nChanged 1
		SP:Iteration 84Q (3962.490000 sec): 3 clusters
  Score: Raw -522889.900736 + Penalty 4078.120153 = -518811.780583
  nChanged 1
		SP:Iteration 85Q (3962.490000 sec): 3 clusters
  Score: Raw -522890.651395 + Penalty 4078.120153 = -518812.531242
  nChanged 2
		SP:Iteration 86Q (3962.510000 sec): 3 clusters
  Score: Raw -522891.253041 + Penalty 4078.120153 = -518813.132888
  nChanged 1
		SP:Iteration 87Q (3962.520000 sec): 3 clusters
  Score: Raw -522891.911904 + Penalty 4078.120153 = -518813.791751
  nChanged 0
		SP:Iteration 88F (3962.530000 sec): 3 clusters
  Score: Raw -522891.911904 + Penalty 4078.120153 = -518813.791751
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (2088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3962.540000 sec): 2 clusters
  Score: Raw -279211.497539 + Penalty 1895.702563 = -277315.794976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3962.550000 sec): 3 clusters
  Score: Raw -278635.734363 + Penalty 3791.405127 = -274844.329236
  nChanged 736
		SP:Iteration 1F (3962.560000 sec): 3 clusters
  Score: Raw -280200.896917 + Penalty 3791.405127 = -276409.491791
  nChanged 389
		SP:Iteration 2F (3962.560000 sec): 3 clusters
  Score: Raw -281829.802494 + Penalty 3791.405127 = -278038.397367
  nChanged 212
		SP:Iteration 3F (3962.570000 sec): 3 clusters
  Score: Raw -282532.343953 + Penalty 3791.405127 = -278740.938826
  nChanged 87
		SP:Iteration 4Q (3962.580000 sec): 3 clusters
  Score: Raw -282684.103144 + Penalty 3791.405127 = -278892.698017
  nChanged 29
		SP:Iteration 5Q (3962.580000 sec): 3 clusters
  Score: Raw -282764.838921 + Penalty 3791.405127 = -278973.433794
  nChanged 14
		SP:Iteration 6Q (3962.590000 sec): 3 clusters
  Score: Raw -282885.345154 + Penalty 3791.405127 = -279093.940028
  nChanged 12
		SP:Iteration 7Q (3962.590000 sec): 3 clusters
  Score: Raw -282995.151885 + Penalty 3791.405127 = -279203.746759
  nChanged 6
		SP:Iteration 8Q (3962.600000 sec): 3 clusters
  Score: Raw -283001.708523 + Penalty 3791.405127 = -279210.303397
  nChanged 3
		SP:Iteration 9Q (3962.610000 sec): 3 clusters
  Score: Raw -283004.849328 + Penalty 3791.405127 = -279213.444202
  nChanged 2
		SP:Iteration 10Q (3962.610000 sec): 3 clusters
  Score: Raw -283006.193711 + Penalty 3791.405127 = -279214.788584
  nChanged 0
		SP:Iteration 11F (3962.620000 sec): 3 clusters
  Score: Raw -283006.193711 + Penalty 3791.405127 = -279214.788584
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 23.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (35055 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3962.740000 sec): 2 clusters
  Score: Raw -5255597.260587 + Penalty 2595.239037 = -5253002.021550
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3962.870000 sec): 3 clusters
  Score: Raw -5234329.586042 + Penalty 5190.478074 = -5229139.107968
  nChanged 15869
		SP:Iteration 1F (3963.000000 sec): 3 clusters
  Score: Raw -5243089.225203 + Penalty 5190.478074 = -5237898.747130
  nChanged 1755
		SP:Iteration 2F (3963.130000 sec): 3 clusters
  Score: Raw -5243819.046166 + Penalty 5190.478074 = -5238628.568092
  nChanged 1690
		SP:Iteration 3Q (3963.260000 sec): 3 clusters
  Score: Raw -5244569.797288 + Penalty 5190.478074 = -5239379.319215
  nChanged 1628
		SP:Iteration 4Q (3963.390000 sec): 3 clusters
  Score: Raw -5245334.989599 + Penalty 5190.478074 = -5240144.511525
  nChanged 1650
		SP:Iteration 5Q (3963.520000 sec): 3 clusters
  Score: Raw -5246093.140453 + Penalty 5190.478074 = -5240902.662380
  nChanged 1546
		SP:Iteration 6Q (3963.650000 sec): 3 clusters
  Score: Raw -5246842.437952 + Penalty 5190.478074 = -5241651.959878
  nChanged 1510
		SP:Iteration 7Q (3963.790000 sec): 3 clusters
  Score: Raw -5247582.716216 + Penalty 5190.478074 = -5242392.238142
  nChanged 1547
		SP:Iteration 8Q (3963.910000 sec): 3 clusters
  Score: Raw -5248404.648516 + Penalty 5190.478074 = -5243214.170442
  nChanged 1614
		SP:Iteration 9Q (3964.040000 sec): 3 clusters
  Score: Raw -5249363.957261 + Penalty 5190.478074 = -5244173.479188
  nChanged 1649
		SP:Iteration 10Q (3964.170000 sec): 3 clusters
  Score: Raw -5250505.863870 + Penalty 5190.478074 = -5245315.385797
  nChanged 1634
		SP:Iteration 11Q (3964.300000 sec): 3 clusters
  Score: Raw -5251782.240251 + Penalty 5190.478074 = -5246591.762178
  nChanged 1461
		SP:Iteration 12Q (3964.420000 sec): 3 clusters
  Score: Raw -5252968.545482 + Penalty 5190.478074 = -5247778.067409
  nChanged 1119
		SP:Iteration 13Q (3964.540000 sec): 3 clusters
  Score: Raw -5253826.052951 + Penalty 5190.478074 = -5248635.574877
  nChanged 770
		SP:Iteration 14Q (3964.650000 sec): 3 clusters
  Score: Raw -5254360.181034 + Penalty 5190.478074 = -5249169.702961
  nChanged 576
		SP:Iteration 15Q (3964.760000 sec): 3 clusters
  Score: Raw -5254717.347586 + Penalty 5190.478074 = -5249526.869512
  nChanged 454
		SP:Iteration 16Q (3964.860000 sec): 3 clusters
  Score: Raw -5255000.821694 + Penalty 5190.478074 = -5249810.343620
  nChanged 354
		SP:Iteration 17Q (3964.960000 sec): 3 clusters
  Score: Raw -5255203.063241 + Penalty 5190.478074 = -5250012.585167
  nChanged 289
		SP:Iteration 18Q (3965.060000 sec): 3 clusters
  Score: Raw -5255371.809861 + Penalty 5190.478074 = -5250181.331787
  nChanged 225
		SP:Iteration 19Q (3965.160000 sec): 3 clusters
  Score: Raw -5255510.242670 + Penalty 5190.478074 = -5250319.764597
  nChanged 157
		SP:Iteration 20F (3965.290000 sec): 3 clusters
  Score: Raw -5255601.754460 + Penalty 5190.478074 = -5250411.276386
  nChanged 133
		SP:Iteration 21Q (3965.380000 sec): 3 clusters
  Score: Raw -5255673.522239 + Penalty 5190.478074 = -5250483.044166
  nChanged 77
		SP:Iteration 22Q (3965.480000 sec): 3 clusters
  Score: Raw -5255715.744566 + Penalty 5190.478074 = -5250525.266493
  nChanged 64
		SP:Iteration 23Q (3965.570000 sec): 3 clusters
  Score: Raw -5255749.737844 + Penalty 5190.478074 = -5250559.259770
  nChanged 62
		SP:Iteration 24Q (3965.670000 sec): 3 clusters
  Score: Raw -5255786.415568 + Penalty 5190.478074 = -5250595.937494
  nChanged 48
		SP:Iteration 25Q (3965.760000 sec): 3 clusters
  Score: Raw -5255818.740679 + Penalty 5190.478074 = -5250628.262606
  nChanged 48
		SP:Iteration 26Q (3965.850000 sec): 3 clusters
  Score: Raw -5255844.994109 + Penalty 5190.478074 = -5250654.516035
  nChanged 44
		SP:Iteration 27Q (3965.950000 sec): 3 clusters
  Score: Raw -5255867.700737 + Penalty 5190.478074 = -5250677.222663
  nChanged 34
		SP:Iteration 28Q (3966.040000 sec): 3 clusters
  Score: Raw -5255884.329251 + Penalty 5190.478074 = -5250693.851178
  nChanged 27
		SP:Iteration 29Q (3966.130000 sec): 3 clusters
  Score: Raw -5255898.442269 + Penalty 5190.478074 = -5250707.964196
  nChanged 17
		SP:Iteration 30Q (3966.220000 sec): 3 clusters
  Score: Raw -5255908.170139 + Penalty 5190.478074 = -5250717.692066
  nChanged 15
		SP:Iteration 31Q (3966.310000 sec): 3 clusters
  Score: Raw -5255916.232293 + Penalty 5190.478074 = -5250725.754219
  nChanged 15
		SP:Iteration 32Q (3966.410000 sec): 3 clusters
  Score: Raw -5255924.203029 + Penalty 5190.478074 = -5250733.724955
  nChanged 12
		SP:Iteration 33Q (3966.500000 sec): 3 clusters
  Score: Raw -5255932.330360 + Penalty 5190.478074 = -5250741.852287
  nChanged 16
		SP:Iteration 34Q (3966.590000 sec): 3 clusters
  Score: Raw -5255942.811739 + Penalty 5190.478074 = -5250752.333666
  nChanged 16
		SP:Iteration 35Q (3966.680000 sec): 3 clusters
  Score: Raw -5255952.145354 + Penalty 5190.478074 = -5250761.667280
  nChanged 14
		SP:Iteration 36Q (3966.770000 sec): 3 clusters
  Score: Raw -5255960.830231 + Penalty 5190.478074 = -5250770.352158
  nChanged 13
		SP:Iteration 37Q (3966.860000 sec): 3 clusters
  Score: Raw -5255969.589602 + Penalty 5190.478074 = -5250779.111528
  nChanged 13
		SP:Iteration 38Q (3966.950000 sec): 3 clusters
  Score: Raw -5255981.147772 + Penalty 5190.478074 = -5250790.669698
  nChanged 13
		SP:Iteration 39Q (3967.050000 sec): 3 clusters
  Score: Raw -5255989.026082 + Penalty 5190.478074 = -5250798.548009
  nChanged 9
		SP:Iteration 40F (3967.170000 sec): 3 clusters
  Score: Raw -5255993.328592 + Penalty 5190.478074 = -5250802.850519
  nChanged 3
		SP:Iteration 41Q (3967.260000 sec): 3 clusters
  Score: Raw -5255995.186513 + Penalty 5190.478074 = -5250804.708440
  nChanged 6
		SP:Iteration 42Q (3967.350000 sec): 3 clusters
  Score: Raw -5255999.683762 + Penalty 5190.478074 = -5250809.205689
  nChanged 5
		SP:Iteration 43Q (3967.450000 sec): 3 clusters
  Score: Raw -5256002.417156 + Penalty 5190.478074 = -5250811.939083
  nChanged 2
		SP:Iteration 44Q (3967.540000 sec): 3 clusters
  Score: Raw -5256004.503198 + Penalty 5190.478074 = -5250814.025124
  nChanged 2
		SP:Iteration 45Q (3967.630000 sec): 3 clusters
  Score: Raw -5256005.640412 + Penalty 5190.478074 = -5250815.162338
  nChanged 2
		SP:Iteration 46Q (3967.720000 sec): 3 clusters
  Score: Raw -5256006.499191 + Penalty 5190.478074 = -5250816.021117
  nChanged 1
		SP:Iteration 47Q (3967.810000 sec): 3 clusters
  Score: Raw -5256006.850206 + Penalty 5190.478074 = -5250816.372133
  nChanged 1
		SP:Iteration 48Q (3967.900000 sec): 3 clusters
  Score: Raw -5256007.439681 + Penalty 5190.478074 = -5250816.961607
  nChanged 0
		SP:Iteration 49F (3968.030000 sec): 3 clusters
  Score: Raw -5256007.439681 + Penalty 5190.478074 = -5250816.961607
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (21659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3968.100000 sec): 2 clusters
  Score: Raw -3063377.155095 + Penalty 2475.827735 = -3060901.327360
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3968.180000 sec): 3 clusters
  Score: Raw -3050727.295317 + Penalty 4951.655470 = -3045775.639846
  nChanged 9554
		SP:Iteration 1F (3968.260000 sec): 3 clusters
  Score: Raw -3055903.682020 + Penalty 4951.655470 = -3050952.026549
  nChanged 1195
		SP:Iteration 2F (3968.340000 sec): 3 clusters
  Score: Raw -3056357.063750 + Penalty 4951.655470 = -3051405.408280
  nChanged 1010
		SP:Iteration 3Q (3968.420000 sec): 3 clusters
  Score: Raw -3056718.742096 + Penalty 4951.655470 = -3051767.086626
  nChanged 910
		SP:Iteration 4Q (3968.500000 sec): 3 clusters
  Score: Raw -3057039.772578 + Penalty 4951.655470 = -3052088.117108
  nChanged 843
		SP:Iteration 5Q (3968.580000 sec): 3 clusters
  Score: Raw -3057340.285633 + Penalty 4951.655470 = -3052388.630163
  nChanged 754
		SP:Iteration 6Q (3968.660000 sec): 3 clusters
  Score: Raw -3057593.772328 + Penalty 4951.655470 = -3052642.116858
  nChanged 726
		SP:Iteration 7Q (3968.740000 sec): 3 clusters
  Score: Raw -3057856.896632 + Penalty 4951.655470 = -3052905.241161
  nChanged 716
		SP:Iteration 8Q (3968.830000 sec): 3 clusters
  Score: Raw -3058102.280699 + Penalty 4951.655470 = -3053150.625229
  nChanged 668
		SP:Iteration 9Q (3968.910000 sec): 3 clusters
  Score: Raw -3058338.542045 + Penalty 4951.655470 = -3053386.886575
  nChanged 673
		SP:Iteration 10Q (3968.990000 sec): 3 clusters
  Score: Raw -3058606.987336 + Penalty 4951.655470 = -3053655.331866
  nChanged 699
		SP:Iteration 11Q (3969.070000 sec): 3 clusters
  Score: Raw -3058938.315696 + Penalty 4951.655470 = -3053986.660226
  nChanged 792
		SP:Iteration 12Q (3969.150000 sec): 3 clusters
  Score: Raw -3059362.851395 + Penalty 4951.655470 = -3054411.195925
  nChanged 845
		SP:Iteration 13Q (3969.230000 sec): 3 clusters
  Score: Raw -3059879.333198 + Penalty 4951.655470 = -3054927.677728
  nChanged 896
		SP:Iteration 14Q (3969.310000 sec): 3 clusters
  Score: Raw -3060439.153153 + Penalty 4951.655470 = -3055487.497683
  nChanged 827
		SP:Iteration 15Q (3969.390000 sec): 3 clusters
  Score: Raw -3060906.728349 + Penalty 4951.655470 = -3055955.072879
  nChanged 669
		SP:Iteration 16Q (3969.470000 sec): 3 clusters
  Score: Raw -3061206.254997 + Penalty 4951.655470 = -3056254.599527
  nChanged 484
		SP:Iteration 17Q (3969.550000 sec): 3 clusters
  Score: Raw -3061357.073636 + Penalty 4951.655470 = -3056405.418165
  nChanged 347
		SP:Iteration 18Q (3969.620000 sec): 3 clusters
  Score: Raw -3061449.247057 + Penalty 4951.655470 = -3056497.591586
  nChanged 269
		SP:Iteration 19Q (3969.700000 sec): 3 clusters
  Score: Raw -3061519.289156 + Penalty 4951.655470 = -3056567.633686
  nChanged 232
		SP:Iteration 20F (3969.770000 sec): 3 clusters
  Score: Raw -3061573.367138 + Penalty 4951.655470 = -3056621.711667
  nChanged 184
		SP:Iteration 21Q (3969.850000 sec): 3 clusters
  Score: Raw -3061616.561431 + Penalty 4951.655470 = -3056664.905961
  nChanged 172
		SP:Iteration 22Q (3969.930000 sec): 3 clusters
  Score: Raw -3061647.193155 + Penalty 4951.655470 = -3056695.537685
  nChanged 132
		SP:Iteration 23Q (3970.000000 sec): 3 clusters
  Score: Raw -3061670.346966 + Penalty 4951.655470 = -3056718.691496
  nChanged 132
		SP:Iteration 24Q (3970.080000 sec): 3 clusters
  Score: Raw -3061693.738953 + Penalty 4951.655470 = -3056742.083483
  nChanged 125
		SP:Iteration 25Q (3970.150000 sec): 3 clusters
  Score: Raw -3061713.938744 + Penalty 4951.655470 = -3056762.283274
  nChanged 102
		SP:Iteration 26Q (3970.230000 sec): 3 clusters
  Score: Raw -3061733.509086 + Penalty 4951.655470 = -3056781.853616
  nChanged 112
		SP:Iteration 27Q (3970.300000 sec): 3 clusters
  Score: Raw -3061750.579048 + Penalty 4951.655470 = -3056798.923578
  nChanged 102
		SP:Iteration 28Q (3970.380000 sec): 3 clusters
  Score: Raw -3061765.150205 + Penalty 4951.655470 = -3056813.494735
  nChanged 84
		SP:Iteration 29Q (3970.450000 sec): 3 clusters
  Score: Raw -3061777.953990 + Penalty 4951.655470 = -3056826.298520
  nChanged 86
		SP:Iteration 30Q (3970.530000 sec): 3 clusters
  Score: Raw -3061789.709142 + Penalty 4951.655470 = -3056838.053672
  nChanged 71
		SP:Iteration 31Q (3970.600000 sec): 3 clusters
  Score: Raw -3061798.066154 + Penalty 4951.655470 = -3056846.410683
  nChanged 74
		SP:Iteration 32Q (3970.670000 sec): 3 clusters
  Score: Raw -3061807.230330 + Penalty 4951.655470 = -3056855.574860
  nChanged 79
		SP:Iteration 33Q (3970.750000 sec): 3 clusters
  Score: Raw -3061819.688238 + Penalty 4951.655470 = -3056868.032768
  nChanged 81
		SP:Iteration 34Q (3970.830000 sec): 3 clusters
  Score: Raw -3061831.787273 + Penalty 4951.655470 = -3056880.131803
  nChanged 83
		SP:Iteration 35Q (3970.900000 sec): 3 clusters
  Score: Raw -3061844.631190 + Penalty 4951.655470 = -3056892.975719
  nChanged 99
		SP:Iteration 36Q (3970.980000 sec): 3 clusters
  Score: Raw -3061857.471898 + Penalty 4951.655470 = -3056905.816428
  nChanged 82
		SP:Iteration 37Q (3971.050000 sec): 3 clusters
  Score: Raw -3061869.775728 + Penalty 4951.655470 = -3056918.120258
  nChanged 71
		SP:Iteration 38Q (3971.130000 sec): 3 clusters
  Score: Raw -3061879.709327 + Penalty 4951.655470 = -3056928.053857
  nChanged 74
		SP:Iteration 39Q (3971.210000 sec): 3 clusters
  Score: Raw -3061889.860545 + Penalty 4951.655470 = -3056938.205075
  nChanged 74
		SP:Iteration 40F (3971.280000 sec): 3 clusters
  Score: Raw -3061899.207126 + Penalty 4951.655470 = -3056947.551655
  nChanged 66
		SP:Iteration 41Q (3971.360000 sec): 3 clusters
  Score: Raw -3061907.535368 + Penalty 4951.655470 = -3056955.879897
  nChanged 65
		SP:Iteration 42Q (3971.430000 sec): 3 clusters
  Score: Raw -3061916.013576 + Penalty 4951.655470 = -3056964.358105
  nChanged 64
		SP:Iteration 43Q (3971.510000 sec): 3 clusters
  Score: Raw -3061923.807103 + Penalty 4951.655470 = -3056972.151632
  nChanged 53
		SP:Iteration 44Q (3971.580000 sec): 3 clusters
  Score: Raw -3061929.998254 + Penalty 4951.655470 = -3056978.342783
  nChanged 46
		SP:Iteration 45Q (3971.650000 sec): 3 clusters
  Score: Raw -3061935.303553 + Penalty 4951.655470 = -3056983.648082
  nChanged 49
		SP:Iteration 46Q (3971.730000 sec): 3 clusters
  Score: Raw -3061940.615993 + Penalty 4951.655470 = -3056988.960523
  nChanged 51
		SP:Iteration 47Q (3971.800000 sec): 3 clusters
  Score: Raw -3061945.513590 + Penalty 4951.655470 = -3056993.858120
  nChanged 28
		SP:Iteration 48Q (3971.880000 sec): 3 clusters
  Score: Raw -3061947.977456 + Penalty 4951.655470 = -3056996.321985
  nChanged 21
		SP:Iteration 49Q (3971.950000 sec): 3 clusters
  Score: Raw -3061949.362767 + Penalty 4951.655470 = -3056997.707297
  nChanged 17
		SP:Iteration 50Q (3972.030000 sec): 3 clusters
  Score: Raw -3061950.654355 + Penalty 4951.655470 = -3056998.998885
  nChanged 13
		SP:Iteration 51Q (3972.100000 sec): 3 clusters
  Score: Raw -3061951.747515 + Penalty 4951.655470 = -3057000.092044
  nChanged 15
		SP:Iteration 52Q (3972.170000 sec): 3 clusters
  Score: Raw -3061953.117810 + Penalty 4951.655470 = -3057001.462340
  nChanged 16
		SP:Iteration 53Q (3972.250000 sec): 3 clusters
  Score: Raw -3061954.726495 + Penalty 4951.655470 = -3057003.071024
  nChanged 22
		SP:Iteration 54Q (3972.330000 sec): 3 clusters
  Score: Raw -3061956.386857 + Penalty 4951.655470 = -3057004.731387
  nChanged 22
		SP:Iteration 55Q (3972.400000 sec): 3 clusters
  Score: Raw -3061958.262952 + Penalty 4951.655470 = -3057006.607482
  nChanged 29
		SP:Iteration 56Q (3972.480000 sec): 3 clusters
  Score: Raw -3061961.397077 + Penalty 4951.655470 = -3057009.741607
  nChanged 34
		SP:Iteration 57Q (3972.550000 sec): 3 clusters
  Score: Raw -3061964.954448 + Penalty 4951.655470 = -3057013.298978
  nChanged 36
		SP:Iteration 58Q (3972.630000 sec): 3 clusters
  Score: Raw -3061968.703479 + Penalty 4951.655470 = -3057017.048009
  nChanged 39
		SP:Iteration 59Q (3972.710000 sec): 3 clusters
  Score: Raw -3061972.846775 + Penalty 4951.655470 = -3057021.191304
  nChanged 44
		SP:Iteration 60F (3972.790000 sec): 3 clusters
  Score: Raw -3061978.080481 + Penalty 4951.655470 = -3057026.425010
  nChanged 53
		SP:Iteration 61Q (3972.860000 sec): 3 clusters
  Score: Raw -3061984.858547 + Penalty 4951.655470 = -3057033.203077
  nChanged 63
		SP:Iteration 62Q (3972.940000 sec): 3 clusters
  Score: Raw -3061992.512460 + Penalty 4951.655470 = -3057040.856990
  nChanged 55
		SP:Iteration 63Q (3973.010000 sec): 3 clusters
  Score: Raw -3061998.828686 + Penalty 4951.655470 = -3057047.173216
  nChanged 37
		SP:Iteration 64Q (3973.090000 sec): 3 clusters
  Score: Raw -3062002.081561 + Penalty 4951.655470 = -3057050.426091
  nChanged 30
		SP:Iteration 65Q (3973.160000 sec): 3 clusters
  Score: Raw -3062004.673249 + Penalty 4951.655470 = -3057053.017779
  nChanged 25
		SP:Iteration 66Q (3973.240000 sec): 3 clusters
  Score: Raw -3062007.160775 + Penalty 4951.655470 = -3057055.505305
  nChanged 28
		SP:Iteration 67Q (3973.310000 sec): 3 clusters
  Score: Raw -3062010.084763 + Penalty 4951.655470 = -3057058.429293
  nChanged 33
		SP:Iteration 68Q (3973.390000 sec): 3 clusters
  Score: Raw -3062013.591766 + Penalty 4951.655470 = -3057061.936296
  nChanged 38
		SP:Iteration 69Q (3973.460000 sec): 3 clusters
  Score: Raw -3062016.944407 + Penalty 4951.655470 = -3057065.288937
  nChanged 35
		SP:Iteration 70Q (3973.540000 sec): 3 clusters
  Score: Raw -3062019.772697 + Penalty 4951.655470 = -3057068.117227
  nChanged 31
		SP:Iteration 71Q (3973.610000 sec): 3 clusters
  Score: Raw -3062022.806594 + Penalty 4951.655470 = -3057071.151124
  nChanged 35
		SP:Iteration 72Q (3973.690000 sec): 3 clusters
  Score: Raw -3062026.054383 + Penalty 4951.655470 = -3057074.398912
  nChanged 33
		SP:Iteration 73Q (3973.760000 sec): 3 clusters
  Score: Raw -3062028.869514 + Penalty 4951.655470 = -3057077.214044
  nChanged 31
		SP:Iteration 74Q (3973.840000 sec): 3 clusters
  Score: Raw -3062031.298883 + Penalty 4951.655470 = -3057079.643413
  nChanged 32
		SP:Iteration 75Q (3973.910000 sec): 3 clusters
  Score: Raw -3062033.729651 + Penalty 4951.655470 = -3057082.074181
  nChanged 31
		SP:Iteration 76Q (3973.990000 sec): 3 clusters
  Score: Raw -3062035.869402 + Penalty 4951.655470 = -3057084.213931
  nChanged 26
		SP:Iteration 77Q (3974.060000 sec): 3 clusters
  Score: Raw -3062038.040678 + Penalty 4951.655470 = -3057086.385208
  nChanged 25
		SP:Iteration 78Q (3974.140000 sec): 3 clusters
  Score: Raw -3062040.067446 + Penalty 4951.655470 = -3057088.411976
  nChanged 33
		SP:Iteration 79Q (3974.210000 sec): 3 clusters
  Score: Raw -3062042.902692 + Penalty 4951.655470 = -3057091.247222
  nChanged 30
		SP:Iteration 80F (3974.290000 sec): 3 clusters
  Score: Raw -3062045.496704 + Penalty 4951.655470 = -3057093.841233
  nChanged 26
		SP:Iteration 81Q (3974.370000 sec): 3 clusters
  Score: Raw -3062047.795323 + Penalty 4951.655470 = -3057096.139853
  nChanged 30
		SP:Iteration 82Q (3974.440000 sec): 3 clusters
  Score: Raw -3062051.228853 + Penalty 4951.655470 = -3057099.573383
  nChanged 34
		SP:Iteration 83Q (3974.520000 sec): 3 clusters
  Score: Raw -3062055.092601 + Penalty 4951.655470 = -3057103.437130
  nChanged 39
		SP:Iteration 84Q (3974.600000 sec): 3 clusters
  Score: Raw -3062058.629574 + Penalty 4951.655470 = -3057106.974103
  nChanged 33
		SP:Iteration 85Q (3974.670000 sec): 3 clusters
  Score: Raw -3062061.999454 + Penalty 4951.655470 = -3057110.343984
  nChanged 35
		SP:Iteration 86Q (3974.750000 sec): 3 clusters
  Score: Raw -3062065.744363 + Penalty 4951.655470 = -3057114.088893
  nChanged 36
		SP:Iteration 87Q (3974.820000 sec): 3 clusters
  Score: Raw -3062069.359160 + Penalty 4951.655470 = -3057117.703690
  nChanged 46
		SP:Iteration 88Q (3974.900000 sec): 3 clusters
  Score: Raw -3062074.514134 + Penalty 4951.655470 = -3057122.858664
  nChanged 52
		SP:Iteration 89Q (3974.980000 sec): 3 clusters
  Score: Raw -3062081.340379 + Penalty 4951.655470 = -3057129.684909
  nChanged 61
		SP:Iteration 90Q (3975.050000 sec): 3 clusters
  Score: Raw -3062091.097419 + Penalty 4951.655470 = -3057139.441949
  nChanged 82
		SP:Iteration 91Q (3975.130000 sec): 3 clusters
  Score: Raw -3062103.070735 + Penalty 4951.655470 = -3057151.415265
  nChanged 89
		SP:Iteration 92Q (3975.200000 sec): 3 clusters
  Score: Raw -3062117.022143 + Penalty 4951.655470 = -3057165.366673
  nChanged 102
		SP:Iteration 93Q (3975.280000 sec): 3 clusters
  Score: Raw -3062134.654677 + Penalty 4951.655470 = -3057182.999206
  nChanged 109
		SP:Iteration 94Q (3975.350000 sec): 3 clusters
  Score: Raw -3062153.823554 + Penalty 4951.655470 = -3057202.168083
  nChanged 95
		SP:Iteration 95Q (3975.430000 sec): 3 clusters
  Score: Raw -3062168.769451 + Penalty 4951.655470 = -3057217.113981
  nChanged 88
		SP:Iteration 96Q (3975.500000 sec): 3 clusters
  Score: Raw -3062180.461076 + Penalty 4951.655470 = -3057228.805605
  nChanged 72
		SP:Iteration 97Q (3975.580000 sec): 3 clusters
  Score: Raw -3062192.208858 + Penalty 4951.655470 = -3057240.553388
  nChanged 83
		SP:Iteration 98Q (3975.650000 sec): 3 clusters
  Score: Raw -3062205.162982 + Penalty 4951.655470 = -3057253.507512
  nChanged 87
		SP:Iteration 99Q (3975.730000 sec): 3 clusters
  Score: Raw -3062221.425015 + Penalty 4951.655470 = -3057269.769545
  nChanged 100
		SP:Iteration 100F (3975.810000 sec): 3 clusters
  Score: Raw -3062237.033588 + Penalty 4951.655470 = -3057285.378117
  nChanged 89
		SP:Iteration 101Q (3975.880000 sec): 3 clusters
  Score: Raw -3062249.614445 + Penalty 4951.655470 = -3057297.958975
  nChanged 87
		SP:Iteration 102Q (3975.960000 sec): 3 clusters
  Score: Raw -3062262.987555 + Penalty 4951.655470 = -3057311.332085
  nChanged 86
		SP:Iteration 103Q (3976.030000 sec): 3 clusters
  Score: Raw -3062276.226303 + Penalty 4951.655470 = -3057324.570832
  nChanged 73
		SP:Iteration 104Q (3976.110000 sec): 3 clusters
  Score: Raw -3062288.199574 + Penalty 4951.655470 = -3057336.544104
  nChanged 76
		SP:Iteration 105Q (3976.180000 sec): 3 clusters
  Score: Raw -3062300.962884 + Penalty 4951.655470 = -3057349.307414
  nChanged 79
		SP:Iteration 106Q (3976.260000 sec): 3 clusters
  Score: Raw -3062314.137384 + Penalty 4951.655470 = -3057362.481914
  nChanged 88
		SP:Iteration 107Q (3976.330000 sec): 3 clusters
  Score: Raw -3062330.336776 + Penalty 4951.655470 = -3057378.681306
  nChanged 102
		SP:Iteration 108Q (3976.400000 sec): 3 clusters
  Score: Raw -3062348.676441 + Penalty 4951.655470 = -3057397.020971
  nChanged 99
		SP:Iteration 109Q (3976.480000 sec): 3 clusters
  Score: Raw -3062368.108893 + Penalty 4951.655470 = -3057416.453423
  nChanged 104
		SP:Iteration 110Q (3976.550000 sec): 3 clusters
  Score: Raw -3062388.024637 + Penalty 4951.655470 = -3057436.369166
  nChanged 90
		SP:Iteration 111Q (3976.630000 sec): 3 clusters
  Score: Raw -3062403.598978 + Penalty 4951.655470 = -3057451.943508
  nChanged 84
		SP:Iteration 112Q (3976.700000 sec): 3 clusters
  Score: Raw -3062419.141330 + Penalty 4951.655470 = -3057467.485860
  nChanged 98
		SP:Iteration 113Q (3976.770000 sec): 3 clusters
  Score: Raw -3062441.569025 + Penalty 4951.655470 = -3057489.913555
  nChanged 112
		SP:Iteration 114Q (3976.850000 sec): 3 clusters
  Score: Raw -3062465.052412 + Penalty 4951.655470 = -3057513.396941
  nChanged 108
		SP:Iteration 115Q (3976.920000 sec): 3 clusters
  Score: Raw -3062487.983903 + Penalty 4951.655470 = -3057536.328433
  nChanged 117
		SP:Iteration 116Q (3976.990000 sec): 3 clusters
  Score: Raw -3062511.849769 + Penalty 4951.655470 = -3057560.194299
  nChanged 106
		SP:Iteration 117Q (3977.070000 sec): 3 clusters
  Score: Raw -3062534.531874 + Penalty 4951.655470 = -3057582.876404
  nChanged 119
		SP:Iteration 118Q (3977.140000 sec): 3 clusters
  Score: Raw -3062558.171344 + Penalty 4951.655470 = -3057606.515874
  nChanged 115
		SP:Iteration 119Q (3977.210000 sec): 3 clusters
  Score: Raw -3062582.040065 + Penalty 4951.655470 = -3057630.384595
  nChanged 110
		SP:Iteration 120F (3977.290000 sec): 3 clusters
  Score: Raw -3062607.880259 + Penalty 4951.655470 = -3057656.224788
  nChanged 124
		SP:Iteration 121Q (3977.360000 sec): 3 clusters
  Score: Raw -3062639.568206 + Penalty 4951.655470 = -3057687.912736
  nChanged 107
		SP:Iteration 122Q (3977.440000 sec): 3 clusters
  Score: Raw -3062664.410143 + Penalty 4951.655470 = -3057712.754672
  nChanged 130
		SP:Iteration 123Q (3977.510000 sec): 3 clusters
  Score: Raw -3062694.074945 + Penalty 4951.655470 = -3057742.419475
  nChanged 124
		SP:Iteration 124Q (3977.580000 sec): 3 clusters
  Score: Raw -3062724.092629 + Penalty 4951.655470 = -3057772.437159
  nChanged 126
		SP:Iteration 125Q (3977.660000 sec): 3 clusters
  Score: Raw -3062754.706408 + Penalty 4951.655470 = -3057803.050938
  nChanged 110
		SP:Iteration 126Q (3977.730000 sec): 3 clusters
  Score: Raw -3062783.459759 + Penalty 4951.655470 = -3057831.804289
  nChanged 130
		SP:Iteration 127Q (3977.800000 sec): 3 clusters
  Score: Raw -3062817.165035 + Penalty 4951.655470 = -3057865.509565
  nChanged 139
		SP:Iteration 128Q (3977.880000 sec): 3 clusters
  Score: Raw -3062852.655516 + Penalty 4951.655470 = -3057901.000045
  nChanged 115
		SP:Iteration 129Q (3977.950000 sec): 3 clusters
  Score: Raw -3062882.879438 + Penalty 4951.655470 = -3057931.223968
  nChanged 110
		SP:Iteration 130Q (3978.020000 sec): 3 clusters
  Score: Raw -3062915.804292 + Penalty 4951.655470 = -3057964.148822
  nChanged 110
		SP:Iteration 131Q (3978.090000 sec): 3 clusters
  Score: Raw -3062948.946467 + Penalty 4951.655470 = -3057997.290996
  nChanged 122
		SP:Iteration 132Q (3978.160000 sec): 3 clusters
  Score: Raw -3062982.990768 + Penalty 4951.655470 = -3058031.335298
  nChanged 107
		SP:Iteration 133Q (3978.230000 sec): 3 clusters
  Score: Raw -3063017.825285 + Penalty 4951.655470 = -3058066.169814
  nChanged 108
		SP:Iteration 134Q (3978.300000 sec): 3 clusters
  Score: Raw -3063051.955002 + Penalty 4951.655470 = -3058100.299532
  nChanged 109
		SP:Iteration 135Q (3978.370000 sec): 3 clusters
  Score: Raw -3063081.227143 + Penalty 4951.655470 = -3058129.571673
  nChanged 102
		SP:Iteration 136Q (3978.440000 sec): 3 clusters
  Score: Raw -3063108.938083 + Penalty 4951.655470 = -3058157.282613
  nChanged 102
		SP:Iteration 137Q (3978.510000 sec): 3 clusters
  Score: Raw -3063133.738672 + Penalty 4951.655470 = -3058182.083202
  nChanged 86
		SP:Iteration 138Q (3978.580000 sec): 3 clusters
  Score: Raw -3063153.974025 + Penalty 4951.655470 = -3058202.318555
  nChanged 73
		SP:Iteration 139Q (3978.650000 sec): 3 clusters
  Score: Raw -3063170.415733 + Penalty 4951.655470 = -3058218.760263
  nChanged 69
		SP:Iteration 140F (3978.730000 sec): 3 clusters
  Score: Raw -3063184.485883 + Penalty 4951.655470 = -3058232.830413
  nChanged 67
		SP:Iteration 141Q (3978.800000 sec): 3 clusters
  Score: Raw -3063197.832327 + Penalty 4951.655470 = -3058246.176856
  nChanged 59
		SP:Iteration 142Q (3978.870000 sec): 3 clusters
  Score: Raw -3063209.083088 + Penalty 4951.655470 = -3058257.427618
  nChanged 68
		SP:Iteration 143Q (3978.940000 sec): 3 clusters
  Score: Raw -3063221.442777 + Penalty 4951.655470 = -3058269.787307
  nChanged 65
		SP:Iteration 144Q (3979.010000 sec): 3 clusters
  Score: Raw -3063232.080364 + Penalty 4951.655470 = -3058280.424894
  nChanged 48
		SP:Iteration 145Q (3979.080000 sec): 3 clusters
  Score: Raw -3063238.608861 + Penalty 4951.655470 = -3058286.953391
  nChanged 33
		SP:Iteration 146Q (3979.140000 sec): 3 clusters
  Score: Raw -3063243.398650 + Penalty 4951.655470 = -3058291.743179
  nChanged 30
		SP:Iteration 147Q (3979.210000 sec): 3 clusters
  Score: Raw -3063247.643585 + Penalty 4951.655470 = -3058295.988115
  nChanged 30
		SP:Iteration 148Q (3979.280000 sec): 3 clusters
  Score: Raw -3063252.562054 + Penalty 4951.655470 = -3058300.906583
  nChanged 27
		SP:Iteration 149Q (3979.350000 sec): 3 clusters
  Score: Raw -3063256.471841 + Penalty 4951.655470 = -3058304.816370
  nChanged 25
		SP:Iteration 150Q (3979.420000 sec): 3 clusters
  Score: Raw -3063260.363663 + Penalty 4951.655470 = -3058308.708193
  nChanged 21
		SP:Iteration 151Q (3979.480000 sec): 3 clusters
  Score: Raw -3063265.512431 + Penalty 4951.655470 = -3058313.856961
  nChanged 23
		SP:Iteration 152Q (3979.550000 sec): 3 clusters
  Score: Raw -3063268.948079 + Penalty 4951.655470 = -3058317.292609
  nChanged 32
		SP:Iteration 153Q (3979.620000 sec): 3 clusters
  Score: Raw -3063274.450579 + Penalty 4951.655470 = -3058322.795109
  nChanged 27
		SP:Iteration 154Q (3979.680000 sec): 3 clusters
  Score: Raw -3063278.270000 + Penalty 4951.655470 = -3058326.614530
  nChanged 16
		SP:Iteration 155Q (3979.750000 sec): 3 clusters
  Score: Raw -3063280.497903 + Penalty 4951.655470 = -3058328.842433
  nChanged 21
		SP:Iteration 156Q (3979.820000 sec): 3 clusters
  Score: Raw -3063283.499106 + Penalty 4951.655470 = -3058331.843636
  nChanged 21
		SP:Iteration 157Q (3979.890000 sec): 3 clusters
  Score: Raw -3063286.184678 + Penalty 4951.655470 = -3058334.529207
  nChanged 19
		SP:Iteration 158Q (3979.960000 sec): 3 clusters
  Score: Raw -3063288.770999 + Penalty 4951.655470 = -3058337.115528
  nChanged 17
		SP:Iteration 159Q (3980.020000 sec): 3 clusters
  Score: Raw -3063290.945407 + Penalty 4951.655470 = -3058339.289936
  nChanged 14
		SP:Iteration 160F (3980.100000 sec): 3 clusters
  Score: Raw -3063292.420104 + Penalty 4951.655470 = -3058340.764634
  nChanged 6
		SP:Iteration 161Q (3980.170000 sec): 3 clusters
  Score: Raw -3063293.036941 + Penalty 4951.655470 = -3058341.381471
  nChanged 7
		SP:Iteration 162Q (3980.240000 sec): 3 clusters
  Score: Raw -3063293.552586 + Penalty 4951.655470 = -3058341.897116
  nChanged 5
		SP:Iteration 163Q (3980.300000 sec): 3 clusters
  Score: Raw -3063294.088351 + Penalty 4951.655470 = -3058342.432881
  nChanged 6
		SP:Iteration 164Q (3980.370000 sec): 3 clusters
  Score: Raw -3063294.782812 + Penalty 4951.655470 = -3058343.127342
  nChanged 6
		SP:Iteration 165Q (3980.440000 sec): 3 clusters
  Score: Raw -3063295.529379 + Penalty 4951.655470 = -3058343.873909
  nChanged 4
		SP:Iteration 166Q (3980.510000 sec): 3 clusters
  Score: Raw -3063295.949838 + Penalty 4951.655470 = -3058344.294368
  nChanged 5
		SP:Iteration 167Q (3980.580000 sec): 3 clusters
  Score: Raw -3063296.821999 + Penalty 4951.655470 = -3058345.166529
  nChanged 5
		SP:Iteration 168Q (3980.640000 sec): 3 clusters
  Score: Raw -3063297.448438 + Penalty 4951.655470 = -3058345.792967
  nChanged 12
		SP:Iteration 169Q (3980.710000 sec): 3 clusters
  Score: Raw -3063299.173132 + Penalty 4951.655470 = -3058347.517661
  nChanged 9
		SP:Iteration 170Q (3980.780000 sec): 3 clusters
  Score: Raw -3063300.189094 + Penalty 4951.655470 = -3058348.533624
  nChanged 12
		SP:Iteration 171Q (3980.840000 sec): 3 clusters
  Score: Raw -3063302.251938 + Penalty 4951.655470 = -3058350.596468
  nChanged 15
		SP:Iteration 172Q (3980.910000 sec): 3 clusters
  Score: Raw -3063304.620425 + Penalty 4951.655470 = -3058352.964955
  nChanged 12
		SP:Iteration 173Q (3980.980000 sec): 3 clusters
  Score: Raw -3063305.685327 + Penalty 4951.655470 = -3058354.029857
  nChanged 6
		SP:Iteration 174Q (3981.040000 sec): 3 clusters
  Score: Raw -3063306.386929 + Penalty 4951.655470 = -3058354.731459
  nChanged 6
		SP:Iteration 175Q (3981.110000 sec): 3 clusters
  Score: Raw -3063306.987516 + Penalty 4951.655470 = -3058355.332046
  nChanged 8
		SP:Iteration 176Q (3981.180000 sec): 3 clusters
  Score: Raw -3063307.725889 + Penalty 4951.655470 = -3058356.070419
  nChanged 9
		SP:Iteration 177Q (3981.240000 sec): 3 clusters
  Score: Raw -3063308.631365 + Penalty 4951.655470 = -3058356.975895
  nChanged 8
		SP:Iteration 178Q (3981.310000 sec): 3 clusters
  Score: Raw -3063309.464339 + Penalty 4951.655470 = -3058357.808869
  nChanged 9
		SP:Iteration 179Q (3981.380000 sec): 3 clusters
  Score: Raw -3063310.356434 + Penalty 4951.655470 = -3058358.700964
  nChanged 9
		SP:Iteration 180F (3981.460000 sec): 3 clusters
  Score: Raw -3063311.186140 + Penalty 4951.655470 = -3058359.530669
  nChanged 8
		SP:Iteration 181Q (3981.520000 sec): 3 clusters
  Score: Raw -3063312.221244 + Penalty 4951.655470 = -3058360.565773
  nChanged 6
		SP:Iteration 182Q (3981.590000 sec): 3 clusters
  Score: Raw -3063312.901357 + Penalty 4951.655470 = -3058361.245886
  nChanged 4
		SP:Iteration 183Q (3981.660000 sec): 3 clusters
  Score: Raw -3063313.748513 + Penalty 4951.655470 = -3058362.093042
  nChanged 3
		SP:Iteration 184Q (3981.720000 sec): 3 clusters
  Score: Raw -3063314.191740 + Penalty 4951.655470 = -3058362.536269
  nChanged 5
		SP:Iteration 185Q (3981.790000 sec): 3 clusters
  Score: Raw -3063314.782932 + Penalty 4951.655470 = -3058363.127462
  nChanged 7
		SP:Iteration 186Q (3981.860000 sec): 3 clusters
  Score: Raw -3063315.783853 + Penalty 4951.655470 = -3058364.128383
  nChanged 4
		SP:Iteration 187Q (3981.920000 sec): 3 clusters
  Score: Raw -3063316.074584 + Penalty 4951.655470 = -3058364.419114
  nChanged 6
		SP:Iteration 188Q (3981.990000 sec): 3 clusters
  Score: Raw -3063317.251043 + Penalty 4951.655470 = -3058365.595573
  nChanged 11
		SP:Iteration 189Q (3982.060000 sec): 3 clusters
  Score: Raw -3063319.382895 + Penalty 4951.655470 = -3058367.727424
  nChanged 14
		SP:Iteration 190Q (3982.120000 sec): 3 clusters
  Score: Raw -3063320.896330 + Penalty 4951.655470 = -3058369.240860
  nChanged 14
		SP:Iteration 191Q (3982.190000 sec): 3 clusters
  Score: Raw -3063322.498739 + Penalty 4951.655470 = -3058370.843269
  nChanged 9
		SP:Iteration 192Q (3982.260000 sec): 3 clusters
  Score: Raw -3063323.577188 + Penalty 4951.655470 = -3058371.921718
  nChanged 10
		SP:Iteration 193Q (3982.320000 sec): 3 clusters
  Score: Raw -3063325.101954 + Penalty 4951.655470 = -3058373.446484
  nChanged 11
		SP:Iteration 194Q (3982.390000 sec): 3 clusters
  Score: Raw -3063326.505219 + Penalty 4951.655470 = -3058374.849748
  nChanged 14
		SP:Iteration 195Q (3982.460000 sec): 3 clusters
  Score: Raw -3063328.762380 + Penalty 4951.655470 = -3058377.106909
  nChanged 21
		SP:Iteration 196Q (3982.520000 sec): 3 clusters
  Score: Raw -3063332.398654 + Penalty 4951.655470 = -3058380.743183
  nChanged 23
		SP:Iteration 197Q (3982.590000 sec): 3 clusters
  Score: Raw -3063336.057963 + Penalty 4951.655470 = -3058384.402493
  nChanged 19
		SP:Iteration 198Q (3982.660000 sec): 3 clusters
  Score: Raw -3063338.798149 + Penalty 4951.655470 = -3058387.142679
  nChanged 18
		SP:Iteration 199Q (3982.720000 sec): 3 clusters
  Score: Raw -3063341.222605 + Penalty 4951.655470 = -3058389.567134
  nChanged 18
		SP:Iteration 200F (3982.800000 sec): 3 clusters
  Score: Raw -3063344.409386 + Penalty 4951.655470 = -3058392.753916
  nChanged 22
		SP:Iteration 201Q (3982.870000 sec): 3 clusters
  Score: Raw -3063348.067040 + Penalty 4951.655470 = -3058396.411569
  nChanged 24
		SP:Iteration 202Q (3982.940000 sec): 3 clusters
  Score: Raw -3063351.649536 + Penalty 4951.655470 = -3058399.994066
  nChanged 20
		SP:Iteration 203Q (3983.000000 sec): 3 clusters
  Score: Raw -3063354.146008 + Penalty 4951.655470 = -3058402.490538
  nChanged 17
		SP:Iteration 204Q (3983.070000 sec): 3 clusters
  Score: Raw -3063356.283777 + Penalty 4951.655470 = -3058404.628307
  nChanged 11
		SP:Iteration 205Q (3983.140000 sec): 3 clusters
  Score: Raw -3063357.739701 + Penalty 4951.655470 = -3058406.084230
  nChanged 9
		SP:Iteration 206Q (3983.200000 sec): 3 clusters
  Score: Raw -3063358.845144 + Penalty 4951.655470 = -3058407.189673
  nChanged 9
		SP:Iteration 207Q (3983.270000 sec): 3 clusters
  Score: Raw -3063359.912486 + Penalty 4951.655470 = -3058408.257016
  nChanged 8
		SP:Iteration 208Q (3983.330000 sec): 3 clusters
  Score: Raw -3063361.063754 + Penalty 4951.655470 = -3058409.408284
  nChanged 8
		SP:Iteration 209Q (3983.400000 sec): 3 clusters
  Score: Raw -3063361.900633 + Penalty 4951.655470 = -3058410.245162
  nChanged 7
		SP:Iteration 210Q (3983.470000 sec): 3 clusters
  Score: Raw -3063362.675316 + Penalty 4951.655470 = -3058411.019846
  nChanged 2
		SP:Iteration 211Q (3983.530000 sec): 3 clusters
  Score: Raw -3063362.825955 + Penalty 4951.655470 = -3058411.170485
  nChanged 1
		SP:Iteration 212Q (3983.600000 sec): 3 clusters
  Score: Raw -3063363.011816 + Penalty 4951.655470 = -3058411.356346
  nChanged 2
		SP:Iteration 213Q (3983.670000 sec): 3 clusters
  Score: Raw -3063363.404334 + Penalty 4951.655470 = -3058411.748863
  nChanged 8
		SP:Iteration 214Q (3983.730000 sec): 3 clusters
  Score: Raw -3063364.738602 + Penalty 4951.655470 = -3058413.083132
  nChanged 10
		SP:Iteration 215Q (3983.800000 sec): 3 clusters
  Score: Raw -3063365.641274 + Penalty 4951.655470 = -3058413.985803
  nChanged 5
		SP:Iteration 216Q (3983.860000 sec): 3 clusters
  Score: Raw -3063366.143871 + Penalty 4951.655470 = -3058414.488401
  nChanged 4
		SP:Iteration 217Q (3983.930000 sec): 3 clusters
  Score: Raw -3063366.601257 + Penalty 4951.655470 = -3058414.945787
  nChanged 7
		SP:Iteration 218Q (3984.000000 sec): 3 clusters
  Score: Raw -3063367.611015 + Penalty 4951.655470 = -3058415.955544
  nChanged 6
		SP:Iteration 219Q (3984.060000 sec): 3 clusters
  Score: Raw -3063368.389511 + Penalty 4951.655470 = -3058416.734040
  nChanged 7
		SP:Iteration 220F (3984.140000 sec): 3 clusters
  Score: Raw -3063369.579374 + Penalty 4951.655470 = -3058417.923904
  nChanged 9
		SP:Iteration 221Q (3984.200000 sec): 3 clusters
  Score: Raw -3063370.669171 + Penalty 4951.655470 = -3058419.013700
  nChanged 10
		SP:Iteration 222Q (3984.270000 sec): 3 clusters
  Score: Raw -3063372.036865 + Penalty 4951.655470 = -3058420.381394
  nChanged 10
		SP:Iteration 223Q (3984.340000 sec): 3 clusters
  Score: Raw -3063373.246977 + Penalty 4951.655470 = -3058421.591507
  nChanged 11
		SP:Iteration 224Q (3984.400000 sec): 3 clusters
  Score: Raw -3063374.739209 + Penalty 4951.655470 = -3058423.083738
  nChanged 5
		SP:Iteration 225Q (3984.470000 sec): 3 clusters
  Score: Raw -3063375.340321 + Penalty 4951.655470 = -3058423.684851
  nChanged 5
		SP:Iteration 226Q (3984.540000 sec): 3 clusters
  Score: Raw -3063376.269817 + Penalty 4951.655470 = -3058424.614347
  nChanged 3
		SP:Iteration 227Q (3984.600000 sec): 3 clusters
  Score: Raw -3063376.672202 + Penalty 4951.655470 = -3058425.016732
  nChanged 5
		SP:Iteration 228Q (3984.670000 sec): 3 clusters
  Score: Raw -3063377.341630 + Penalty 4951.655470 = -3058425.686159
  nChanged 7
		SP:Iteration 229Q (3984.730000 sec): 3 clusters
  Score: Raw -3063377.978928 + Penalty 4951.655470 = -3058426.323458
  nChanged 6
		SP:Iteration 230Q (3984.800000 sec): 3 clusters
  Score: Raw -3063378.719538 + Penalty 4951.655470 = -3058427.064067
  nChanged 6
		SP:Iteration 231Q (3984.860000 sec): 3 clusters
  Score: Raw -3063379.330023 + Penalty 4951.655470 = -3058427.674552
  nChanged 3
		SP:Iteration 232Q (3984.930000 sec): 3 clusters
  Score: Raw -3063379.635175 + Penalty 4951.655470 = -3058427.979704
  nChanged 5
		SP:Iteration 233Q (3985.000000 sec): 3 clusters
  Score: Raw -3063380.376385 + Penalty 4951.655470 = -3058428.720915
  nChanged 5
		SP:Iteration 234Q (3985.060000 sec): 3 clusters
  Score: Raw -3063380.963804 + Penalty 4951.655470 = -3058429.308333
  nChanged 6
		SP:Iteration 235Q (3985.120000 sec): 3 clusters
  Score: Raw -3063381.719817 + Penalty 4951.655470 = -3058430.064346
  nChanged 5
		SP:Iteration 236Q (3985.190000 sec): 3 clusters
  Score: Raw -3063382.196371 + Penalty 4951.655470 = -3058430.540901
  nChanged 3
		SP:Iteration 237Q (3985.260000 sec): 3 clusters
  Score: Raw -3063382.511112 + Penalty 4951.655470 = -3058430.855642
  nChanged 3
		SP:Iteration 238Q (3985.320000 sec): 3 clusters
  Score: Raw -3063382.809043 + Penalty 4951.655470 = -3058431.153572
  nChanged 5
		SP:Iteration 239Q (3985.390000 sec): 3 clusters
  Score: Raw -3063383.219434 + Penalty 4951.655470 = -3058431.563963
  nChanged 2
		SP:Iteration 240F (3985.460000 sec): 3 clusters
  Score: Raw -3063383.603043 + Penalty 4951.655470 = -3058431.947572
  nChanged 3
		SP:Iteration 241Q (3985.530000 sec): 3 clusters
  Score: Raw -3063384.029848 + Penalty 4951.655470 = -3058432.374377
  nChanged 6
		SP:Iteration 242Q (3985.600000 sec): 3 clusters
  Score: Raw -3063384.849944 + Penalty 4951.655470 = -3058433.194474
  nChanged 3
		SP:Iteration 243Q (3985.660000 sec): 3 clusters
  Score: Raw -3063385.114859 + Penalty 4951.655470 = -3058433.459389
  nChanged 2
		SP:Iteration 244Q (3985.730000 sec): 3 clusters
  Score: Raw -3063385.299539 + Penalty 4951.655470 = -3058433.644069
  nChanged 2
		SP:Iteration 245Q (3985.800000 sec): 3 clusters
  Score: Raw -3063385.443198 + Penalty 4951.655470 = -3058433.787728
  nChanged 1
		SP:Iteration 246Q (3985.860000 sec): 3 clusters
  Score: Raw -3063385.606173 + Penalty 4951.655470 = -3058433.950702
  nChanged 1
		SP:Iteration 247Q (3985.930000 sec): 3 clusters
  Score: Raw -3063385.721041 + Penalty 4951.655470 = -3058434.065571
  nChanged 1
		SP:Iteration 248Q (3985.990000 sec): 3 clusters
  Score: Raw -3063385.848589 + Penalty 4951.655470 = -3058434.193119
  nChanged 2
		SP:Iteration 249Q (3986.060000 sec): 3 clusters
  Score: Raw -3063386.082947 + Penalty 4951.655470 = -3058434.427477
  nChanged 1
		SP:Iteration 250Q (3986.120000 sec): 3 clusters
  Score: Raw -3063386.186774 + Penalty 4951.655470 = -3058434.531304
  nChanged 0
		SP:Iteration 251F (3986.200000 sec): 3 clusters
  Score: Raw -3063386.186774 + Penalty 4951.655470 = -3058434.531304
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (1090 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3986.220000 sec): 2 clusters
  Score: Raw -150532.910184 + Penalty 1734.495378 = -148798.414806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3986.220000 sec): 3 clusters
  Score: Raw -150336.745879 + Penalty 3468.990756 = -146867.755123
  nChanged 298
		SP:Iteration 1F (3986.220000 sec): 3 clusters
  Score: Raw -150808.676446 + Penalty 3468.990756 = -147339.685690
  nChanged 109
		SP:Iteration 2F (3986.230000 sec): 3 clusters
  Score: Raw -151110.121116 + Penalty 3468.990756 = -147641.130361
  nChanged 74
		SP:Iteration 3F (3986.240000 sec): 3 clusters
  Score: Raw -151358.766574 + Penalty 3468.990756 = -147889.775818
  nChanged 52
		SP:Iteration 4Q (3986.240000 sec): 3 clusters
  Score: Raw -151502.467882 + Penalty 3468.990756 = -148033.477127
  nChanged 41
		SP:Iteration 5Q (3986.240000 sec): 3 clusters
  Score: Raw -151595.216752 + Penalty 3468.990756 = -148126.225996
  nChanged 29
		SP:Iteration 6Q (3986.250000 sec): 3 clusters
  Score: Raw -151644.360325 + Penalty 3468.990756 = -148175.369569
  nChanged 27
		SP:Iteration 7Q (3986.250000 sec): 3 clusters
  Score: Raw -151705.471409 + Penalty 3468.990756 = -148236.480653
  nChanged 32
		SP:Iteration 8Q (3986.250000 sec): 3 clusters
  Score: Raw -151762.474974 + Penalty 3468.990756 = -148293.484218
  nChanged 23
		SP:Iteration 9Q (3986.260000 sec): 3 clusters
  Score: Raw -151811.480889 + Penalty 3468.990756 = -148342.490133
  nChanged 21
		SP:Iteration 10Q (3986.260000 sec): 3 clusters
  Score: Raw -151858.682099 + Penalty 3468.990756 = -148389.691344
  nChanged 24
		SP:Iteration 11Q (3986.260000 sec): 3 clusters
  Score: Raw -151920.114765 + Penalty 3468.990756 = -148451.124009
  nChanged 19
		SP:Iteration 12Q (3986.270000 sec): 3 clusters
  Score: Raw -151971.060065 + Penalty 3468.990756 = -148502.069310
  nChanged 12
		SP:Iteration 13Q (3986.270000 sec): 3 clusters
  Score: Raw -152015.606110 + Penalty 3468.990756 = -148546.615354
  nChanged 14
		SP:Iteration 14Q (3986.270000 sec): 3 clusters
  Score: Raw -152120.459805 + Penalty 3468.990756 = -148651.469049
  nChanged 12
		SP:Iteration 15Q (3986.270000 sec): 3 clusters
  Score: Raw -152232.255220 + Penalty 3468.990756 = -148763.264464
  nChanged 9
		SP:Iteration 16Q (3986.280000 sec): 3 clusters
  Score: Raw -152303.941992 + Penalty 3468.990756 = -148834.951236
  nChanged 7
		SP:Iteration 17Q (3986.280000 sec): 3 clusters
  Score: Raw -152321.081643 + Penalty 3468.990756 = -148852.090887
  nChanged 5
		SP:Iteration 18Q (3986.290000 sec): 3 clusters
  Score: Raw -152327.584758 + Penalty 3468.990756 = -148858.594003
  nChanged 1
		SP:Iteration 19Q (3986.290000 sec): 3 clusters
  Score: Raw -152328.707539 + Penalty 3468.990756 = -148859.716783
  nChanged 1
		SP:Iteration 20F (3986.290000 sec): 3 clusters
  Score: Raw -152330.756869 + Penalty 3468.990756 = -148861.766114
  nChanged 1
		SP:Iteration 21Q (3986.290000 sec): 3 clusters
  Score: Raw -152331.724902 + Penalty 3468.990756 = -148862.734146
  nChanged 1
		SP:Iteration 22Q (3986.300000 sec): 3 clusters
  Score: Raw -152332.938856 + Penalty 3468.990756 = -148863.948100
  nChanged 0
		SP:Iteration 23F (3986.300000 sec): 3 clusters
  Score: Raw -152332.938856 + Penalty 3468.990756 = -148863.948100
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 24.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2436 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3986.310000 sec): 2 clusters
  Score: Raw -341048.277789 + Penalty 1933.931932 = -339114.345857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3986.330000 sec): 3 clusters
  Score: Raw -340103.989390 + Penalty 3867.863864 = -336236.125526
  nChanged 823
		SP:Iteration 1F (3986.330000 sec): 3 clusters
  Score: Raw -340687.521310 + Penalty 3867.863864 = -336819.657446
  nChanged 184
		SP:Iteration 2F (3986.340000 sec): 3 clusters
  Score: Raw -340832.756138 + Penalty 3867.863864 = -336964.892274
  nChanged 115
		SP:Iteration 3Q (3986.350000 sec): 3 clusters
  Score: Raw -340915.608180 + Penalty 3867.863864 = -337047.744316
  nChanged 88
		SP:Iteration 4Q (3986.360000 sec): 3 clusters
  Score: Raw -340990.670369 + Penalty 3867.863864 = -337122.806505
  nChanged 72
		SP:Iteration 5Q (3986.370000 sec): 3 clusters
  Score: Raw -341047.228856 + Penalty 3867.863864 = -337179.364993
  nChanged 65
		SP:Iteration 6Q (3986.380000 sec): 3 clusters
  Score: Raw -341093.163369 + Penalty 3867.863864 = -337225.299505
  nChanged 51
		SP:Iteration 7Q (3986.390000 sec): 3 clusters
  Score: Raw -341138.164008 + Penalty 3867.863864 = -337270.300144
  nChanged 44
		SP:Iteration 8Q (3986.390000 sec): 3 clusters
  Score: Raw -341173.731367 + Penalty 3867.863864 = -337305.867503
  nChanged 35
		SP:Iteration 9Q (3986.400000 sec): 3 clusters
  Score: Raw -341206.680492 + Penalty 3867.863864 = -337338.816628
  nChanged 41
		SP:Iteration 10Q (3986.410000 sec): 3 clusters
  Score: Raw -341246.309625 + Penalty 3867.863864 = -337378.445761
  nChanged 43
		SP:Iteration 11Q (3986.420000 sec): 3 clusters
  Score: Raw -341278.565981 + Penalty 3867.863864 = -337410.702117
  nChanged 31
		SP:Iteration 12Q (3986.430000 sec): 3 clusters
  Score: Raw -341296.027076 + Penalty 3867.863864 = -337428.163212
  nChanged 16
		SP:Iteration 13Q (3986.440000 sec): 3 clusters
  Score: Raw -341306.292633 + Penalty 3867.863864 = -337438.428769
  nChanged 14
		SP:Iteration 14Q (3986.450000 sec): 3 clusters
  Score: Raw -341314.482279 + Penalty 3867.863864 = -337446.618415
  nChanged 13
		SP:Iteration 15Q (3986.450000 sec): 3 clusters
  Score: Raw -341321.001916 + Penalty 3867.863864 = -337453.138052
  nChanged 9
		SP:Iteration 16Q (3986.470000 sec): 3 clusters
  Score: Raw -341326.050954 + Penalty 3867.863864 = -337458.187090
  nChanged 6
		SP:Iteration 17Q (3986.470000 sec): 3 clusters
  Score: Raw -341329.215432 + Penalty 3867.863864 = -337461.351569
  nChanged 6
		SP:Iteration 18Q (3986.480000 sec): 3 clusters
  Score: Raw -341332.712267 + Penalty 3867.863864 = -337464.848403
  nChanged 7
		SP:Iteration 19Q (3986.490000 sec): 3 clusters
  Score: Raw -341336.713715 + Penalty 3867.863864 = -337468.849851
  nChanged 7
		SP:Iteration 20F (3986.500000 sec): 3 clusters
  Score: Raw -341341.499765 + Penalty 3867.863864 = -337473.635901
  nChanged 3
		SP:Iteration 21Q (3986.510000 sec): 3 clusters
  Score: Raw -341343.053301 + Penalty 3867.863864 = -337475.189437
  nChanged 1
		SP:Iteration 22Q (3986.510000 sec): 3 clusters
  Score: Raw -341343.913106 + Penalty 3867.863864 = -337476.049242
  nChanged 1
		SP:Iteration 23Q (3986.530000 sec): 3 clusters
  Score: Raw -341344.226096 + Penalty 3867.863864 = -337476.362232
  nChanged 0
		SP:Iteration 24F (3986.530000 sec): 3 clusters
  Score: Raw -341344.226096 + Penalty 3867.863864 = -337476.362232
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (41480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3986.670000 sec): 2 clusters
  Score: Raw -6044216.585960 + Penalty 2636.975732 = -6041579.610228
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3986.830000 sec): 3 clusters
  Score: Raw -6018853.413692 + Penalty 5273.951465 = -6013579.462227
  nChanged 18942
		SP:Iteration 1F (3986.980000 sec): 3 clusters
  Score: Raw -6029309.678688 + Penalty 5273.951465 = -6024035.727224
  nChanged 1829
		SP:Iteration 2Q (3987.130000 sec): 3 clusters
  Score: Raw -6029984.726491 + Penalty 5273.951465 = -6024710.775026
  nChanged 1786
		SP:Iteration 3Q (3987.290000 sec): 3 clusters
  Score: Raw -6030706.945494 + Penalty 5273.951465 = -6025432.994030
  nChanged 1753
		SP:Iteration 4Q (3987.450000 sec): 3 clusters
  Score: Raw -6031455.536604 + Penalty 5273.951465 = -6026181.585139
  nChanged 1702
		SP:Iteration 5Q (3987.610000 sec): 3 clusters
  Score: Raw -6032193.267351 + Penalty 5273.951465 = -6026919.315887
  nChanged 1659
		SP:Iteration 6Q (3987.760000 sec): 3 clusters
  Score: Raw -6032937.795801 + Penalty 5273.951465 = -6027663.844336
  nChanged 1681
		SP:Iteration 7Q (3987.910000 sec): 3 clusters
  Score: Raw -6033674.976410 + Penalty 5273.951465 = -6028401.024945
  nChanged 1649
		SP:Iteration 8Q (3988.070000 sec): 3 clusters
  Score: Raw -6034436.968645 + Penalty 5273.951465 = -6029163.017181
  nChanged 1712
		SP:Iteration 9Q (3988.220000 sec): 3 clusters
  Score: Raw -6035305.978112 + Penalty 5273.951465 = -6030032.026647
  nChanged 1699
		SP:Iteration 10Q (3988.370000 sec): 3 clusters
  Score: Raw -6036241.180159 + Penalty 5273.951465 = -6030967.228695
  nChanged 1728
		SP:Iteration 11Q (3988.530000 sec): 3 clusters
  Score: Raw -6037197.361830 + Penalty 5273.951465 = -6031923.410365
  nChanged 1715
		SP:Iteration 12Q (3988.680000 sec): 3 clusters
  Score: Raw -6038168.461519 + Penalty 5273.951465 = -6032894.510054
  nChanged 1601
		SP:Iteration 13Q (3988.830000 sec): 3 clusters
  Score: Raw -6039103.282582 + Penalty 5273.951465 = -6033829.331118
  nChanged 1473
		SP:Iteration 14Q (3988.970000 sec): 3 clusters
  Score: Raw -6039995.083758 + Penalty 5273.951465 = -6034721.132294
  nChanged 1392
		SP:Iteration 15Q (3989.120000 sec): 3 clusters
  Score: Raw -6040845.783102 + Penalty 5273.951465 = -6035571.831637
  nChanged 1257
		SP:Iteration 16Q (3989.250000 sec): 3 clusters
  Score: Raw -6041643.465299 + Penalty 5273.951465 = -6036369.513834
  nChanged 1085
		SP:Iteration 17Q (3989.390000 sec): 3 clusters
  Score: Raw -6042394.206097 + Penalty 5273.951465 = -6037120.254632
  nChanged 924
		SP:Iteration 18Q (3989.520000 sec): 3 clusters
  Score: Raw -6043062.711488 + Penalty 5273.951465 = -6037788.760024
  nChanged 739
		SP:Iteration 19Q (3989.640000 sec): 3 clusters
  Score: Raw -6043625.760799 + Penalty 5273.951465 = -6038351.809334
  nChanged 545
		SP:Iteration 20F (3989.790000 sec): 3 clusters
  Score: Raw -6044054.358941 + Penalty 5273.951465 = -6038780.407476
  nChanged 404
		SP:Iteration 21Q (3989.910000 sec): 3 clusters
  Score: Raw -6044389.002336 + Penalty 5273.951465 = -6039115.050871
  nChanged 276
		SP:Iteration 22Q (3990.020000 sec): 3 clusters
  Score: Raw -6044621.173803 + Penalty 5273.951465 = -6039347.222339
  nChanged 165
		SP:Iteration 23Q (3990.130000 sec): 3 clusters
  Score: Raw -6044753.664174 + Penalty 5273.951465 = -6039479.712709
  nChanged 104
		SP:Iteration 24Q (3990.240000 sec): 3 clusters
  Score: Raw -6044836.711792 + Penalty 5273.951465 = -6039562.760328
  nChanged 75
		SP:Iteration 25Q (3990.350000 sec): 3 clusters
  Score: Raw -6044893.066618 + Penalty 5273.951465 = -6039619.115153
  nChanged 55
		SP:Iteration 26Q (3990.460000 sec): 3 clusters
  Score: Raw -6044937.706026 + Penalty 5273.951465 = -6039663.754561
  nChanged 32
		SP:Iteration 27Q (3990.570000 sec): 3 clusters
  Score: Raw -6044961.471886 + Penalty 5273.951465 = -6039687.520422
  nChanged 24
		SP:Iteration 28Q (3990.680000 sec): 3 clusters
  Score: Raw -6044975.708250 + Penalty 5273.951465 = -6039701.756785
  nChanged 15
		SP:Iteration 29Q (3990.780000 sec): 3 clusters
  Score: Raw -6044984.589664 + Penalty 5273.951465 = -6039710.638199
  nChanged 10
		SP:Iteration 30Q (3990.890000 sec): 3 clusters
  Score: Raw -6044992.002428 + Penalty 5273.951465 = -6039718.050963
  nChanged 2
		SP:Iteration 31Q (3991.000000 sec): 3 clusters
  Score: Raw -6044993.423631 + Penalty 5273.951465 = -6039719.472166
  nChanged 3
		SP:Iteration 32Q (3991.100000 sec): 3 clusters
  Score: Raw -6044995.583341 + Penalty 5273.951465 = -6039721.631877
  nChanged 4
		SP:Iteration 33Q (3991.210000 sec): 3 clusters
  Score: Raw -6044996.986100 + Penalty 5273.951465 = -6039723.034636
  nChanged 2
		SP:Iteration 34Q (3991.320000 sec): 3 clusters
  Score: Raw -6044998.147689 + Penalty 5273.951465 = -6039724.196225
  nChanged 2
		SP:Iteration 35Q (3991.420000 sec): 3 clusters
  Score: Raw -6044999.269607 + Penalty 5273.951465 = -6039725.318142
  nChanged 3
		SP:Iteration 36Q (3991.530000 sec): 3 clusters
  Score: Raw -6045001.135536 + Penalty 5273.951465 = -6039727.184072
  nChanged 2
		SP:Iteration 37Q (3991.640000 sec): 3 clusters
  Score: Raw -6045001.844674 + Penalty 5273.951465 = -6039727.893210
  nChanged 1
		SP:Iteration 38Q (3991.740000 sec): 3 clusters
  Score: Raw -6045002.038712 + Penalty 5273.951465 = -6039728.087247
  nChanged 1
		SP:Iteration 39Q (3991.860000 sec): 3 clusters
  Score: Raw -6045002.721982 + Penalty 5273.951465 = -6039728.770517
  nChanged 0
		SP:Iteration 40F (3992.010000 sec): 3 clusters
  Score: Raw -6045005.286108 + Penalty 5273.951465 = -6039731.334643
  nChanged 1
		SP:Iteration 41Q (3992.120000 sec): 3 clusters
  Score: Raw -6045006.313272 + Penalty 5273.951465 = -6039732.361807
  nChanged 0
		SP:Iteration 42F (3992.260000 sec): 3 clusters
  Score: Raw -6045006.313272 + Penalty 5273.951465 = -6039732.361807
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (65664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3992.480000 sec): 2 clusters
  Score: Raw -9455920.363210 + Penalty 2750.891915 = -9453169.471295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3992.730000 sec): 3 clusters
  Score: Raw -9414697.170160 + Penalty 5501.783830 = -9409195.386330
  nChanged 30570
		SP:Iteration 1F (3992.970000 sec): 3 clusters
  Score: Raw -9431823.110412 + Penalty 5501.783830 = -9426321.326582
  nChanged 2742
		SP:Iteration 2Q (3993.220000 sec): 3 clusters
  Score: Raw -9432754.625999 + Penalty 5501.783830 = -9427252.842169
  nChanged 3067
		SP:Iteration 3Q (3993.470000 sec): 3 clusters
  Score: Raw -9434056.832681 + Penalty 5501.783830 = -9428555.048851
  nChanged 3627
		SP:Iteration 4F (3993.710000 sec): 3 clusters
  Score: Raw -9435976.528854 + Penalty 5501.783830 = -9430474.745024
  nChanged 4156
		SP:Iteration 5F (3993.960000 sec): 3 clusters
  Score: Raw -9438598.593171 + Penalty 5501.783830 = -9433096.809341
  nChanged 4484
		SP:Iteration 6F (3994.200000 sec): 3 clusters
  Score: Raw -9441744.903152 + Penalty 5501.783830 = -9436243.119321
  nChanged 4350
		SP:Iteration 7F (3994.450000 sec): 3 clusters
  Score: Raw -9444998.208681 + Penalty 5501.783830 = -9439496.424851
  nChanged 3688
		SP:Iteration 8F (3994.700000 sec): 3 clusters
  Score: Raw -9447727.755909 + Penalty 5501.783830 = -9442225.972079
  nChanged 2871
		SP:Iteration 9Q (3994.930000 sec): 3 clusters
  Score: Raw -9449853.005685 + Penalty 5501.783830 = -9444351.221855
  nChanged 2196
		SP:Iteration 10Q (3995.170000 sec): 3 clusters
  Score: Raw -9451389.888012 + Penalty 5501.783830 = -9445888.104182
  nChanged 1624
		SP:Iteration 11Q (3995.390000 sec): 3 clusters
  Score: Raw -9452481.797028 + Penalty 5501.783830 = -9446980.013198
  nChanged 1286
		SP:Iteration 12Q (3995.600000 sec): 3 clusters
  Score: Raw -9453242.869006 + Penalty 5501.783830 = -9447741.085176
  nChanged 1031
		SP:Iteration 13Q (3995.810000 sec): 3 clusters
  Score: Raw -9453783.971712 + Penalty 5501.783830 = -9448282.187882
  nChanged 860
		SP:Iteration 14Q (3996.010000 sec): 3 clusters
  Score: Raw -9454222.502301 + Penalty 5501.783830 = -9448720.718471
  nChanged 731
		SP:Iteration 15Q (3996.210000 sec): 3 clusters
  Score: Raw -9454609.910770 + Penalty 5501.783830 = -9449108.126940
  nChanged 658
		SP:Iteration 16Q (3996.400000 sec): 3 clusters
  Score: Raw -9454987.922081 + Penalty 5501.783830 = -9449486.138251
  nChanged 581
		SP:Iteration 17Q (3996.590000 sec): 3 clusters
  Score: Raw -9455313.662693 + Penalty 5501.783830 = -9449811.878863
  nChanged 422
		SP:Iteration 18Q (3996.780000 sec): 3 clusters
  Score: Raw -9455562.288390 + Penalty 5501.783830 = -9450060.504560
  nChanged 366
		SP:Iteration 19Q (3996.960000 sec): 3 clusters
  Score: Raw -9455802.485657 + Penalty 5501.783830 = -9450300.701827
  nChanged 279
		SP:Iteration 20F (3997.200000 sec): 3 clusters
  Score: Raw -9455982.739063 + Penalty 5501.783830 = -9450480.955233
  nChanged 206
		SP:Iteration 21Q (3997.380000 sec): 3 clusters
  Score: Raw -9456108.000190 + Penalty 5501.783830 = -9450606.216359
  nChanged 197
		SP:Iteration 22Q (3997.560000 sec): 3 clusters
  Score: Raw -9456229.798285 + Penalty 5501.783830 = -9450728.014455
  nChanged 167
		SP:Iteration 23Q (3997.730000 sec): 3 clusters
  Score: Raw -9456326.203842 + Penalty 5501.783830 = -9450824.420012
  nChanged 133
		SP:Iteration 24Q (3997.900000 sec): 3 clusters
  Score: Raw -9456397.111339 + Penalty 5501.783830 = -9450895.327509
  nChanged 107
		SP:Iteration 25Q (3998.080000 sec): 3 clusters
  Score: Raw -9456455.928477 + Penalty 5501.783830 = -9450954.144647
  nChanged 100
		SP:Iteration 26Q (3998.250000 sec): 3 clusters
  Score: Raw -9456514.371170 + Penalty 5501.783830 = -9451012.587339
  nChanged 85
		SP:Iteration 27Q (3998.420000 sec): 3 clusters
  Score: Raw -9456568.772588 + Penalty 5501.783830 = -9451066.988758
  nChanged 81
		SP:Iteration 28Q (3998.600000 sec): 3 clusters
  Score: Raw -9456608.896839 + Penalty 5501.783830 = -9451107.113009
  nChanged 60
		SP:Iteration 29Q (3998.770000 sec): 3 clusters
  Score: Raw -9456639.631735 + Penalty 5501.783830 = -9451137.847905
  nChanged 50
		SP:Iteration 30Q (3998.940000 sec): 3 clusters
  Score: Raw -9456662.589512 + Penalty 5501.783830 = -9451160.805682
  nChanged 42
		SP:Iteration 31Q (3999.110000 sec): 3 clusters
  Score: Raw -9456686.343404 + Penalty 5501.783830 = -9451184.559574
  nChanged 34
		SP:Iteration 32Q (3999.280000 sec): 3 clusters
  Score: Raw -9456705.712149 + Penalty 5501.783830 = -9451203.928319
  nChanged 35
		SP:Iteration 33Q (3999.450000 sec): 3 clusters
  Score: Raw -9456724.123339 + Penalty 5501.783830 = -9451222.339509
  nChanged 30
		SP:Iteration 34Q (3999.620000 sec): 3 clusters
  Score: Raw -9456739.449276 + Penalty 5501.783830 = -9451237.665446
  nChanged 26
		SP:Iteration 35Q (3999.790000 sec): 3 clusters
  Score: Raw -9456751.340062 + Penalty 5501.783830 = -9451249.556232
  nChanged 20
		SP:Iteration 36Q (3999.960000 sec): 3 clusters
  Score: Raw -9456758.066814 + Penalty 5501.783830 = -9451256.282984
  nChanged 13
		SP:Iteration 37Q (4000.130000 sec): 3 clusters
  Score: Raw -9456761.639803 + Penalty 5501.783830 = -9451259.855973
  nChanged 10
		SP:Iteration 38Q (4000.300000 sec): 3 clusters
  Score: Raw -9456765.514116 + Penalty 5501.783830 = -9451263.730286
  nChanged 9
		SP:Iteration 39Q (4000.470000 sec): 3 clusters
  Score: Raw -9456770.291910 + Penalty 5501.783830 = -9451268.508080
  nChanged 11
		SP:Iteration 40F (4000.710000 sec): 3 clusters
  Score: Raw -9456774.898393 + Penalty 5501.783830 = -9451273.114563
  nChanged 8
		SP:Iteration 41Q (4000.880000 sec): 3 clusters
  Score: Raw -9456777.635990 + Penalty 5501.783830 = -9451275.852159
  nChanged 6
		SP:Iteration 42Q (4001.040000 sec): 3 clusters
  Score: Raw -9456779.156593 + Penalty 5501.783830 = -9451277.372763
  nChanged 4
		SP:Iteration 43Q (4001.210000 sec): 3 clusters
  Score: Raw -9456780.120376 + Penalty 5501.783830 = -9451278.336546
  nChanged 6
		SP:Iteration 44Q (4001.380000 sec): 3 clusters
  Score: Raw -9456782.426824 + Penalty 5501.783830 = -9451280.642994
  nChanged 5
		SP:Iteration 45Q (4001.550000 sec): 3 clusters
  Score: Raw -9456783.896434 + Penalty 5501.783830 = -9451282.112604
  nChanged 5
		SP:Iteration 46Q (4001.720000 sec): 3 clusters
  Score: Raw -9456785.816314 + Penalty 5501.783830 = -9451284.032484
  nChanged 4
		SP:Iteration 47Q (4001.890000 sec): 3 clusters
  Score: Raw -9456786.964952 + Penalty 5501.783830 = -9451285.181121
  nChanged 1
		SP:Iteration 48Q (4002.060000 sec): 3 clusters
  Score: Raw -9456787.262741 + Penalty 5501.783830 = -9451285.478911
  nChanged 3
		SP:Iteration 49Q (4002.220000 sec): 3 clusters
  Score: Raw -9456788.055227 + Penalty 5501.783830 = -9451286.271397
  nChanged 3
		SP:Iteration 50Q (4002.390000 sec): 3 clusters
  Score: Raw -9456788.875335 + Penalty 5501.783830 = -9451287.091505
  nChanged 2
		SP:Iteration 51Q (4002.560000 sec): 3 clusters
  Score: Raw -9456789.267961 + Penalty 5501.783830 = -9451287.484131
  nChanged 2
		SP:Iteration 52Q (4002.730000 sec): 3 clusters
  Score: Raw -9456789.944715 + Penalty 5501.783830 = -9451288.160885
  nChanged 4
		SP:Iteration 53Q (4002.900000 sec): 3 clusters
  Score: Raw -9456791.995941 + Penalty 5501.783830 = -9451290.212111
  nChanged 6
		SP:Iteration 54Q (4003.070000 sec): 3 clusters
  Score: Raw -9456794.607994 + Penalty 5501.783830 = -9451292.824164
  nChanged 8
		SP:Iteration 55Q (4003.240000 sec): 3 clusters
  Score: Raw -9456798.484489 + Penalty 5501.783830 = -9451296.700659
  nChanged 10
		SP:Iteration 56Q (4003.400000 sec): 3 clusters
  Score: Raw -9456802.074961 + Penalty 5501.783830 = -9451300.291131
  nChanged 10
		SP:Iteration 57Q (4003.570000 sec): 3 clusters
  Score: Raw -9456805.642418 + Penalty 5501.783830 = -9451303.858588
  nChanged 9
		SP:Iteration 58Q (4003.740000 sec): 3 clusters
  Score: Raw -9456809.153190 + Penalty 5501.783830 = -9451307.369360
  nChanged 4
		SP:Iteration 59Q (4003.910000 sec): 3 clusters
  Score: Raw -9456812.581173 + Penalty 5501.783830 = -9451310.797343
  nChanged 5
		SP:Iteration 60F (4004.140000 sec): 3 clusters
  Score: Raw -9456814.480006 + Penalty 5501.783830 = -9451312.696176
  nChanged 5
		SP:Iteration 61Q (4004.310000 sec): 3 clusters
  Score: Raw -9456815.757712 + Penalty 5501.783830 = -9451313.973881
  nChanged 1
		SP:Iteration 62Q (4004.480000 sec): 3 clusters
  Score: Raw -9456815.947688 + Penalty 5501.783830 = -9451314.163858
  nChanged 1
		SP:Iteration 63Q (4004.650000 sec): 3 clusters
  Score: Raw -9456816.492976 + Penalty 5501.783830 = -9451314.709146
  nChanged 1
		SP:Iteration 64Q (4004.820000 sec): 3 clusters
  Score: Raw -9456816.622253 + Penalty 5501.783830 = -9451314.838423
  nChanged 0
		SP:Iteration 65F (4005.050000 sec): 3 clusters
  Score: Raw -9456816.622253 + Penalty 5501.783830 = -9451314.838423
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (312482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4006.590000 sec): 2 clusters
  Score: Raw -46366846.089501 + Penalty 3137.770932 = -46363708.318569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4007.750000 sec): 3 clusters
  Score: Raw -46160262.058752 + Penalty 6275.541865 = -46153986.516887
  nChanged 151327
		SP:Iteration 1F (4008.910000 sec): 3 clusters
  Score: Raw -46249929.129061 + Penalty 6275.541865 = -46243653.587197
  nChanged 8515
		SP:Iteration 2Q (4010.090000 sec): 3 clusters
  Score: Raw -46251958.873626 + Penalty 6275.541865 = -46245683.331761
  nChanged 10001
		SP:Iteration 3Q (4011.270000 sec): 3 clusters
  Score: Raw -46255089.781241 + Penalty 6275.541865 = -46248814.239376
  nChanged 12470
		SP:Iteration 4Q (4012.460000 sec): 3 clusters
  Score: Raw -46260417.981432 + Penalty 6275.541865 = -46254142.439567
  nChanged 15390
		SP:Iteration 5Q (4013.630000 sec): 3 clusters
  Score: Raw -46269185.907697 + Penalty 6275.541865 = -46262910.365833
  nChanged 18995
		SP:Iteration 6F (4014.790000 sec): 3 clusters
  Score: Raw -46283231.470552 + Penalty 6275.541865 = -46276955.928687
  nChanged 21589
		SP:Iteration 7F (4015.940000 sec): 3 clusters
  Score: Raw -46302659.908077 + Penalty 6275.541865 = -46296384.366212
  nChanged 21741
		SP:Iteration 8F (4017.100000 sec): 3 clusters
  Score: Raw -46323724.505447 + Penalty 6275.541865 = -46317448.963582
  nChanged 18869
		SP:Iteration 9F (4018.250000 sec): 3 clusters
  Score: Raw -46340485.897239 + Penalty 6275.541865 = -46334210.355375
  nChanged 14805
		SP:Iteration 10Q (4019.330000 sec): 3 clusters
  Score: Raw -46352118.300182 + Penalty 6275.541865 = -46345842.758318
  nChanged 11323
		SP:Iteration 11Q (4020.360000 sec): 3 clusters
  Score: Raw -46360148.180732 + Penalty 6275.541865 = -46353872.638868
  nChanged 8912
		SP:Iteration 12Q (4021.370000 sec): 3 clusters
  Score: Raw -46365818.714719 + Penalty 6275.541865 = -46359543.172854
  nChanged 7192
		SP:Iteration 13Q (4022.350000 sec): 3 clusters
  Score: Raw -46369832.011958 + Penalty 6275.541865 = -46363556.470094
  nChanged 5733
		SP:Iteration 14Q (4023.320000 sec): 3 clusters
  Score: Raw -46372539.340615 + Penalty 6275.541865 = -46366263.798750
  nChanged 4489
		SP:Iteration 15Q (4024.270000 sec): 3 clusters
  Score: Raw -46374280.714214 + Penalty 6275.541865 = -46368005.172350
  nChanged 3432
		SP:Iteration 16Q (4025.200000 sec): 3 clusters
  Score: Raw -46375366.691624 + Penalty 6275.541865 = -46369091.149759
  nChanged 2754
		SP:Iteration 17Q (4026.130000 sec): 3 clusters
  Score: Raw -46376104.522095 + Penalty 6275.541865 = -46369828.980230
  nChanged 2292
		SP:Iteration 18Q (4027.050000 sec): 3 clusters
  Score: Raw -46376633.660264 + Penalty 6275.541865 = -46370358.118399
  nChanged 1961
		SP:Iteration 19Q (4027.980000 sec): 3 clusters
  Score: Raw -46377026.096154 + Penalty 6275.541865 = -46370750.554289
  nChanged 1626
		SP:Iteration 20F (4029.120000 sec): 3 clusters
  Score: Raw -46377307.723237 + Penalty 6275.541865 = -46371032.181372
  nChanged 1406
		SP:Iteration 21Q (4030.020000 sec): 3 clusters
  Score: Raw -46377526.405922 + Penalty 6275.541865 = -46371250.864057
  nChanged 1171
		SP:Iteration 22Q (4030.930000 sec): 3 clusters
  Score: Raw -46377687.289821 + Penalty 6275.541865 = -46371411.747956
  nChanged 963
		SP:Iteration 23Q (4031.830000 sec): 3 clusters
  Score: Raw -46377800.425588 + Penalty 6275.541865 = -46371524.883723
  nChanged 793
		SP:Iteration 24Q (4032.730000 sec): 3 clusters
  Score: Raw -46377883.885426 + Penalty 6275.541865 = -46371608.343562
  nChanged 639
		SP:Iteration 25Q (4033.630000 sec): 3 clusters
  Score: Raw -46377943.041750 + Penalty 6275.541865 = -46371667.499885
  nChanged 546
		SP:Iteration 26Q (4034.520000 sec): 3 clusters
  Score: Raw -46377990.087113 + Penalty 6275.541865 = -46371714.545248
  nChanged 486
		SP:Iteration 27Q (4035.410000 sec): 3 clusters
  Score: Raw -46378030.071956 + Penalty 6275.541865 = -46371754.530091
  nChanged 421
		SP:Iteration 28Q (4036.310000 sec): 3 clusters
  Score: Raw -46378060.694168 + Penalty 6275.541865 = -46371785.152304
  nChanged 332
		SP:Iteration 29Q (4037.210000 sec): 3 clusters
  Score: Raw -46378081.971640 + Penalty 6275.541865 = -46371806.429775
  nChanged 290
		SP:Iteration 30Q (4038.090000 sec): 3 clusters
  Score: Raw -46378099.525120 + Penalty 6275.541865 = -46371823.983256
  nChanged 256
		SP:Iteration 31Q (4038.990000 sec): 3 clusters
  Score: Raw -46378114.552955 + Penalty 6275.541865 = -46371839.011090
  nChanged 231
		SP:Iteration 32Q (4039.870000 sec): 3 clusters
  Score: Raw -46378125.499678 + Penalty 6275.541865 = -46371849.957813
  nChanged 160
		SP:Iteration 33Q (4040.760000 sec): 3 clusters
  Score: Raw -46378131.959993 + Penalty 6275.541865 = -46371856.418129
  nChanged 113
		SP:Iteration 34Q (4041.650000 sec): 3 clusters
  Score: Raw -46378136.289787 + Penalty 6275.541865 = -46371860.747923
  nChanged 97
		SP:Iteration 35Q (4042.540000 sec): 3 clusters
  Score: Raw -46378139.914714 + Penalty 6275.541865 = -46371864.372849
  nChanged 93
		SP:Iteration 36Q (4043.430000 sec): 3 clusters
  Score: Raw -46378143.424208 + Penalty 6275.541865 = -46371867.882344
  nChanged 84
		SP:Iteration 37Q (4044.310000 sec): 3 clusters
  Score: Raw -46378146.879850 + Penalty 6275.541865 = -46371871.337985
  nChanged 72
		SP:Iteration 38Q (4045.210000 sec): 3 clusters
  Score: Raw -46378149.352686 + Penalty 6275.541865 = -46371873.810821
  nChanged 61
		SP:Iteration 39Q (4046.090000 sec): 3 clusters
  Score: Raw -46378151.631709 + Penalty 6275.541865 = -46371876.089845
  nChanged 57
		SP:Iteration 40F (4047.240000 sec): 3 clusters
  Score: Raw -46378153.657975 + Penalty 6275.541865 = -46371878.116111
  nChanged 48
		SP:Iteration 41Q (4048.120000 sec): 3 clusters
  Score: Raw -46378154.959586 + Penalty 6275.541865 = -46371879.417721
  nChanged 41
		SP:Iteration 42Q (4049.010000 sec): 3 clusters
  Score: Raw -46378156.247153 + Penalty 6275.541865 = -46371880.705288
  nChanged 44
		SP:Iteration 43Q (4049.890000 sec): 3 clusters
  Score: Raw -46378157.566196 + Penalty 6275.541865 = -46371882.024331
  nChanged 46
		SP:Iteration 44Q (4050.780000 sec): 3 clusters
  Score: Raw -46378158.963781 + Penalty 6275.541865 = -46371883.421916
  nChanged 43
		SP:Iteration 45Q (4051.670000 sec): 3 clusters
  Score: Raw -46378160.344841 + Penalty 6275.541865 = -46371884.802977
  nChanged 39
		SP:Iteration 46Q (4052.560000 sec): 3 clusters
  Score: Raw -46378161.581303 + Penalty 6275.541865 = -46371886.039438
  nChanged 29
		SP:Iteration 47Q (4053.450000 sec): 3 clusters
  Score: Raw -46378162.553146 + Penalty 6275.541865 = -46371887.011281
  nChanged 44
		SP:Iteration 48Q (4054.340000 sec): 3 clusters
  Score: Raw -46378163.994474 + Penalty 6275.541865 = -46371888.452609
  nChanged 36
		SP:Iteration 49Q (4055.230000 sec): 3 clusters
  Score: Raw -46378165.148041 + Penalty 6275.541865 = -46371889.606176
  nChanged 37
		SP:Iteration 50Q (4056.110000 sec): 3 clusters
  Score: Raw -46378166.346546 + Penalty 6275.541865 = -46371890.804681
  nChanged 39
		SP:Iteration 51Q (4056.990000 sec): 3 clusters
  Score: Raw -46378167.605842 + Penalty 6275.541865 = -46371892.063977
  nChanged 33
		SP:Iteration 52Q (4057.880000 sec): 3 clusters
  Score: Raw -46378168.593740 + Penalty 6275.541865 = -46371893.051876
  nChanged 32
		SP:Iteration 53Q (4058.770000 sec): 3 clusters
  Score: Raw -46378169.530362 + Penalty 6275.541865 = -46371893.988498
  nChanged 26
		SP:Iteration 54Q (4059.660000 sec): 3 clusters
  Score: Raw -46378170.255036 + Penalty 6275.541865 = -46371894.713171
  nChanged 25
		SP:Iteration 55Q (4060.550000 sec): 3 clusters
  Score: Raw -46378170.927818 + Penalty 6275.541865 = -46371895.385954
  nChanged 25
		SP:Iteration 56Q (4061.430000 sec): 3 clusters
  Score: Raw -46378171.577993 + Penalty 6275.541865 = -46371896.036128
  nChanged 23
		SP:Iteration 57Q (4062.320000 sec): 3 clusters
  Score: Raw -46378172.188604 + Penalty 6275.541865 = -46371896.646739
  nChanged 17
		SP:Iteration 58Q (4063.210000 sec): 3 clusters
  Score: Raw -46378172.687837 + Penalty 6275.541865 = -46371897.145973
  nChanged 18
		SP:Iteration 59Q (4064.110000 sec): 3 clusters
  Score: Raw -46378173.243151 + Penalty 6275.541865 = -46371897.701287
  nChanged 23
		SP:Iteration 60F (4065.250000 sec): 3 clusters
  Score: Raw -46378173.857827 + Penalty 6275.541865 = -46371898.315962
  nChanged 18
		SP:Iteration 61Q (4066.140000 sec): 3 clusters
  Score: Raw -46378174.258109 + Penalty 6275.541865 = -46371898.716244
  nChanged 13
		SP:Iteration 62Q (4067.010000 sec): 3 clusters
  Score: Raw -46378174.507657 + Penalty 6275.541865 = -46371898.965792
  nChanged 13
		SP:Iteration 63Q (4067.900000 sec): 3 clusters
  Score: Raw -46378174.863588 + Penalty 6275.541865 = -46371899.321723
  nChanged 11
		SP:Iteration 64Q (4068.790000 sec): 3 clusters
  Score: Raw -46378175.113347 + Penalty 6275.541865 = -46371899.571483
  nChanged 9
		SP:Iteration 65Q (4069.680000 sec): 3 clusters
  Score: Raw -46378175.397360 + Penalty 6275.541865 = -46371899.855495
  nChanged 21
		SP:Iteration 66Q (4070.560000 sec): 3 clusters
  Score: Raw -46378175.958876 + Penalty 6275.541865 = -46371900.417011
  nChanged 12
		SP:Iteration 67Q (4071.450000 sec): 3 clusters
  Score: Raw -46378176.312001 + Penalty 6275.541865 = -46371900.770136
  nChanged 13
		SP:Iteration 68Q (4072.330000 sec): 3 clusters
  Score: Raw -46378176.596850 + Penalty 6275.541865 = -46371901.054985
  nChanged 16
		SP:Iteration 69Q (4073.220000 sec): 3 clusters
  Score: Raw -46378176.966335 + Penalty 6275.541865 = -46371901.424470
  nChanged 12
		SP:Iteration 70Q (4074.100000 sec): 3 clusters
  Score: Raw -46378177.288229 + Penalty 6275.541865 = -46371901.746364
  nChanged 14
		SP:Iteration 71Q (4074.990000 sec): 3 clusters
  Score: Raw -46378177.657724 + Penalty 6275.541865 = -46371902.115860
  nChanged 18
		SP:Iteration 72Q (4075.870000 sec): 3 clusters
  Score: Raw -46378178.117579 + Penalty 6275.541865 = -46371902.575714
  nChanged 16
		SP:Iteration 73Q (4076.760000 sec): 3 clusters
  Score: Raw -46378178.606064 + Penalty 6275.541865 = -46371903.064199
  nChanged 19
		SP:Iteration 74Q (4077.650000 sec): 3 clusters
  Score: Raw -46378179.139034 + Penalty 6275.541865 = -46371903.597169
  nChanged 20
		SP:Iteration 75Q (4078.530000 sec): 3 clusters
  Score: Raw -46378179.740942 + Penalty 6275.541865 = -46371904.199077
  nChanged 20
		SP:Iteration 76Q (4079.420000 sec): 3 clusters
  Score: Raw -46378180.345319 + Penalty 6275.541865 = -46371904.803455
  nChanged 27
		SP:Iteration 77Q (4080.300000 sec): 3 clusters
  Score: Raw -46378181.188967 + Penalty 6275.541865 = -46371905.647102
  nChanged 24
		SP:Iteration 78Q (4081.190000 sec): 3 clusters
  Score: Raw -46378181.795956 + Penalty 6275.541865 = -46371906.254091
  nChanged 22
		SP:Iteration 79Q (4082.080000 sec): 3 clusters
  Score: Raw -46378182.255050 + Penalty 6275.541865 = -46371906.713185
  nChanged 21
		SP:Iteration 80F (4083.220000 sec): 3 clusters
  Score: Raw -46378182.715491 + Penalty 6275.541865 = -46371907.173626
  nChanged 13
		SP:Iteration 81Q (4084.110000 sec): 3 clusters
  Score: Raw -46378182.978285 + Penalty 6275.541865 = -46371907.436421
  nChanged 11
		SP:Iteration 82Q (4084.990000 sec): 3 clusters
  Score: Raw -46378183.231548 + Penalty 6275.541865 = -46371907.689683
  nChanged 13
		SP:Iteration 83Q (4085.880000 sec): 3 clusters
  Score: Raw -46378183.519647 + Penalty 6275.541865 = -46371907.977782
  nChanged 13
		SP:Iteration 84Q (4086.770000 sec): 3 clusters
  Score: Raw -46378183.761568 + Penalty 6275.541865 = -46371908.219703
  nChanged 12
		SP:Iteration 85Q (4087.650000 sec): 3 clusters
  Score: Raw -46378183.986805 + Penalty 6275.541865 = -46371908.444940
  nChanged 11
		SP:Iteration 86Q (4088.540000 sec): 3 clusters
  Score: Raw -46378184.204882 + Penalty 6275.541865 = -46371908.663018
  nChanged 5
		SP:Iteration 87Q (4089.420000 sec): 3 clusters
  Score: Raw -46378184.303517 + Penalty 6275.541865 = -46371908.761652
  nChanged 3
		SP:Iteration 88Q (4090.310000 sec): 3 clusters
  Score: Raw -46378184.343709 + Penalty 6275.541865 = -46371908.801844
  nChanged 0
		SP:Iteration 89F (4091.450000 sec): 3 clusters
  Score: Raw -46378184.343709 + Penalty 6275.541865 = -46371908.801844
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 25.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (135939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4091.940000 sec): 2 clusters
  Score: Raw -20196276.490087 + Penalty 2931.350461 = -20193345.139626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4092.450000 sec): 3 clusters
  Score: Raw -20108555.434849 + Penalty 5862.700921 = -20102692.733928
  nChanged 64824
		SP:Iteration 1F (4092.950000 sec): 3 clusters
  Score: Raw -20147101.921117 + Penalty 5862.700921 = -20141239.220196
  nChanged 6375
		SP:Iteration 2Q (4093.470000 sec): 3 clusters
  Score: Raw -20150077.924288 + Penalty 5862.700921 = -20144215.223367
  nChanged 8229
		SP:Iteration 3F (4093.970000 sec): 3 clusters
  Score: Raw -20155385.669318 + Penalty 5862.700921 = -20149522.968397
  nChanged 10386
		SP:Iteration 4F (4094.470000 sec): 3 clusters
  Score: Raw -20163443.457804 + Penalty 5862.700921 = -20157580.756883
  nChanged 11388
		SP:Iteration 5F (4094.980000 sec): 3 clusters
  Score: Raw -20172412.763498 + Penalty 5862.700921 = -20166550.062577
  nChanged 10071
		SP:Iteration 6F (4095.480000 sec): 3 clusters
  Score: Raw -20179323.193927 + Penalty 5862.700921 = -20173460.493006
  nChanged 7635
		SP:Iteration 7F (4095.980000 sec): 3 clusters
  Score: Raw -20183507.914756 + Penalty 5862.700921 = -20177645.213835
  nChanged 5655
		SP:Iteration 8Q (4096.490000 sec): 3 clusters
  Score: Raw -20185878.385953 + Penalty 5862.700921 = -20180015.685032
  nChanged 4162
		SP:Iteration 9Q (4096.990000 sec): 3 clusters
  Score: Raw -20187354.675757 + Penalty 5862.700921 = -20181491.974836
  nChanged 3398
		SP:Iteration 10Q (4097.500000 sec): 3 clusters
  Score: Raw -20188474.036118 + Penalty 5862.700921 = -20182611.335196
  nChanged 3077
		SP:Iteration 11Q (4098.010000 sec): 3 clusters
  Score: Raw -20189453.419513 + Penalty 5862.700921 = -20183590.718591
  nChanged 3015
		SP:Iteration 12Q (4098.510000 sec): 3 clusters
  Score: Raw -20190411.082568 + Penalty 5862.700921 = -20184548.381647
  nChanged 3068
		SP:Iteration 13Q (4099.010000 sec): 3 clusters
  Score: Raw -20191405.399209 + Penalty 5862.700921 = -20185542.698288
  nChanged 3123
		SP:Iteration 14Q (4099.510000 sec): 3 clusters
  Score: Raw -20192401.197551 + Penalty 5862.700921 = -20186538.496630
  nChanged 3155
		SP:Iteration 15Q (4100.010000 sec): 3 clusters
  Score: Raw -20193381.885400 + Penalty 5862.700921 = -20187519.184479
  nChanged 3224
		SP:Iteration 16Q (4100.500000 sec): 3 clusters
  Score: Raw -20194389.626462 + Penalty 5862.700921 = -20188526.925541
  nChanged 3212
		SP:Iteration 17Q (4100.990000 sec): 3 clusters
  Score: Raw -20195399.866739 + Penalty 5862.700921 = -20189537.165818
  nChanged 3190
		SP:Iteration 18Q (4101.480000 sec): 3 clusters
  Score: Raw -20196411.828495 + Penalty 5862.700921 = -20190549.127574
  nChanged 3187
		SP:Iteration 19Q (4101.960000 sec): 3 clusters
  Score: Raw -20197411.539517 + Penalty 5862.700921 = -20191548.838596
  nChanged 3051
		SP:Iteration 20F (4102.460000 sec): 3 clusters
  Score: Raw -20198344.852221 + Penalty 5862.700921 = -20192482.151300
  nChanged 2868
		SP:Iteration 21Q (4102.930000 sec): 3 clusters
  Score: Raw -20199168.043128 + Penalty 5862.700921 = -20193305.342207
  nChanged 2608
		SP:Iteration 22Q (4103.400000 sec): 3 clusters
  Score: Raw -20199875.961653 + Penalty 5862.700921 = -20194013.260732
  nChanged 2402
		SP:Iteration 23Q (4103.870000 sec): 3 clusters
  Score: Raw -20200502.624642 + Penalty 5862.700921 = -20194639.923721
  nChanged 2232
		SP:Iteration 24Q (4104.330000 sec): 3 clusters
  Score: Raw -20201061.314197 + Penalty 5862.700921 = -20195198.613276
  nChanged 2018
		SP:Iteration 25Q (4104.790000 sec): 3 clusters
  Score: Raw -20201527.549746 + Penalty 5862.700921 = -20195664.848825
  nChanged 1805
		SP:Iteration 26Q (4105.240000 sec): 3 clusters
  Score: Raw -20201906.145293 + Penalty 5862.700921 = -20196043.444372
  nChanged 1543
		SP:Iteration 27Q (4105.690000 sec): 3 clusters
  Score: Raw -20202194.378128 + Penalty 5862.700921 = -20196331.677207
  nChanged 1330
		SP:Iteration 28Q (4106.150000 sec): 3 clusters
  Score: Raw -20202420.078986 + Penalty 5862.700921 = -20196557.378065
  nChanged 1166
		SP:Iteration 29Q (4106.590000 sec): 3 clusters
  Score: Raw -20202597.144739 + Penalty 5862.700921 = -20196734.443818
  nChanged 1019
		SP:Iteration 30Q (4107.040000 sec): 3 clusters
  Score: Raw -20202737.246485 + Penalty 5862.700921 = -20196874.545563
  nChanged 859
		SP:Iteration 31Q (4107.480000 sec): 3 clusters
  Score: Raw -20202846.393890 + Penalty 5862.700921 = -20196983.692969
  nChanged 722
		SP:Iteration 32Q (4107.920000 sec): 3 clusters
  Score: Raw -20202923.610740 + Penalty 5862.700921 = -20197060.909818
  nChanged 620
		SP:Iteration 33Q (4108.360000 sec): 3 clusters
  Score: Raw -20202981.039240 + Penalty 5862.700921 = -20197118.338318
  nChanged 509
		SP:Iteration 34Q (4108.800000 sec): 3 clusters
  Score: Raw -20203023.412881 + Penalty 5862.700921 = -20197160.711960
  nChanged 485
		SP:Iteration 35Q (4109.230000 sec): 3 clusters
  Score: Raw -20203063.073362 + Penalty 5862.700921 = -20197200.372441
  nChanged 444
		SP:Iteration 36Q (4109.670000 sec): 3 clusters
  Score: Raw -20203098.540895 + Penalty 5862.700921 = -20197235.839974
  nChanged 397
		SP:Iteration 37Q (4110.100000 sec): 3 clusters
  Score: Raw -20203126.064089 + Penalty 5862.700921 = -20197263.363168
  nChanged 311
		SP:Iteration 38Q (4110.540000 sec): 3 clusters
  Score: Raw -20203145.247621 + Penalty 5862.700921 = -20197282.546699
  nChanged 277
		SP:Iteration 39Q (4110.970000 sec): 3 clusters
  Score: Raw -20203162.049024 + Penalty 5862.700921 = -20197299.348103
  nChanged 258
		SP:Iteration 40F (4111.470000 sec): 3 clusters
  Score: Raw -20203178.121601 + Penalty 5862.700921 = -20197315.420680
  nChanged 230
		SP:Iteration 41Q (4111.900000 sec): 3 clusters
  Score: Raw -20203190.397276 + Penalty 5862.700921 = -20197327.696355
  nChanged 202
		SP:Iteration 42Q (4112.330000 sec): 3 clusters
  Score: Raw -20203199.862420 + Penalty 5862.700921 = -20197337.161498
  nChanged 184
		SP:Iteration 43Q (4112.770000 sec): 3 clusters
  Score: Raw -20203209.265390 + Penalty 5862.700921 = -20197346.564468
  nChanged 169
		SP:Iteration 44Q (4113.190000 sec): 3 clusters
  Score: Raw -20203218.221228 + Penalty 5862.700921 = -20197355.520307
  nChanged 136
		SP:Iteration 45Q (4113.630000 sec): 3 clusters
  Score: Raw -20203224.119596 + Penalty 5862.700921 = -20197361.418675
  nChanged 118
		SP:Iteration 46Q (4114.050000 sec): 3 clusters
  Score: Raw -20203229.127111 + Penalty 5862.700921 = -20197366.426190
  nChanged 114
		SP:Iteration 47Q (4114.490000 sec): 3 clusters
  Score: Raw -20203233.378205 + Penalty 5862.700921 = -20197370.677284
  nChanged 100
		SP:Iteration 48Q (4114.910000 sec): 3 clusters
  Score: Raw -20203237.043845 + Penalty 5862.700921 = -20197374.342924
  nChanged 101
		SP:Iteration 49Q (4115.340000 sec): 3 clusters
  Score: Raw -20203240.760460 + Penalty 5862.700921 = -20197378.059539
  nChanged 86
		SP:Iteration 50Q (4115.770000 sec): 3 clusters
  Score: Raw -20203243.795103 + Penalty 5862.700921 = -20197381.094182
  nChanged 69
		SP:Iteration 51Q (4116.190000 sec): 3 clusters
  Score: Raw -20203246.099698 + Penalty 5862.700921 = -20197383.398776
  nChanged 67
		SP:Iteration 52Q (4116.630000 sec): 3 clusters
  Score: Raw -20203247.907289 + Penalty 5862.700921 = -20197385.206368
  nChanged 45
		SP:Iteration 53Q (4117.050000 sec): 3 clusters
  Score: Raw -20203249.384944 + Penalty 5862.700921 = -20197386.684023
  nChanged 65
		SP:Iteration 54Q (4117.480000 sec): 3 clusters
  Score: Raw -20203251.884718 + Penalty 5862.700921 = -20197389.183797
  nChanged 70
		SP:Iteration 55Q (4117.910000 sec): 3 clusters
  Score: Raw -20203254.610585 + Penalty 5862.700921 = -20197391.909664
  nChanged 64
		SP:Iteration 56Q (4118.340000 sec): 3 clusters
  Score: Raw -20203256.898920 + Penalty 5862.700921 = -20197394.197999
  nChanged 61
		SP:Iteration 57Q (4118.770000 sec): 3 clusters
  Score: Raw -20203259.374155 + Penalty 5862.700921 = -20197396.673233
  nChanged 60
		SP:Iteration 58Q (4119.200000 sec): 3 clusters
  Score: Raw -20203261.467307 + Penalty 5862.700921 = -20197398.766386
  nChanged 56
		SP:Iteration 59Q (4119.630000 sec): 3 clusters
  Score: Raw -20203263.058484 + Penalty 5862.700921 = -20197400.357562
  nChanged 41
		SP:Iteration 60F (4120.130000 sec): 3 clusters
  Score: Raw -20203264.304902 + Penalty 5862.700921 = -20197401.603981
  nChanged 42
		SP:Iteration 61Q (4120.550000 sec): 3 clusters
  Score: Raw -20203265.547246 + Penalty 5862.700921 = -20197402.846324
  nChanged 39
		SP:Iteration 62Q (4120.980000 sec): 3 clusters
  Score: Raw -20203266.687896 + Penalty 5862.700921 = -20197403.986974
  nChanged 29
		SP:Iteration 63Q (4121.410000 sec): 3 clusters
  Score: Raw -20203267.532461 + Penalty 5862.700921 = -20197404.831540
  nChanged 30
		SP:Iteration 64Q (4121.830000 sec): 3 clusters
  Score: Raw -20203268.261066 + Penalty 5862.700921 = -20197405.560145
  nChanged 26
		SP:Iteration 65Q (4122.260000 sec): 3 clusters
  Score: Raw -20203269.038160 + Penalty 5862.700921 = -20197406.337239
  nChanged 25
		SP:Iteration 66Q (4122.690000 sec): 3 clusters
  Score: Raw -20203269.871895 + Penalty 5862.700921 = -20197407.170974
  nChanged 28
		SP:Iteration 67Q (4123.110000 sec): 3 clusters
  Score: Raw -20203270.638122 + Penalty 5862.700921 = -20197407.937201
  nChanged 23
		SP:Iteration 68Q (4123.530000 sec): 3 clusters
  Score: Raw -20203271.254881 + Penalty 5862.700921 = -20197408.553960
  nChanged 26
		SP:Iteration 69Q (4123.960000 sec): 3 clusters
  Score: Raw -20203272.201924 + Penalty 5862.700921 = -20197409.501002
  nChanged 18
		SP:Iteration 70Q (4124.390000 sec): 3 clusters
  Score: Raw -20203272.613738 + Penalty 5862.700921 = -20197409.912817
  nChanged 13
		SP:Iteration 71Q (4124.810000 sec): 3 clusters
  Score: Raw -20203272.902355 + Penalty 5862.700921 = -20197410.201434
  nChanged 13
		SP:Iteration 72Q (4125.240000 sec): 3 clusters
  Score: Raw -20203273.315355 + Penalty 5862.700921 = -20197410.614434
  nChanged 17
		SP:Iteration 73Q (4125.670000 sec): 3 clusters
  Score: Raw -20203273.796239 + Penalty 5862.700921 = -20197411.095318
  nChanged 10
		SP:Iteration 74Q (4126.100000 sec): 3 clusters
  Score: Raw -20203274.087795 + Penalty 5862.700921 = -20197411.386873
  nChanged 14
		SP:Iteration 75Q (4126.530000 sec): 3 clusters
  Score: Raw -20203274.428622 + Penalty 5862.700921 = -20197411.727701
  nChanged 11
		SP:Iteration 76Q (4126.950000 sec): 3 clusters
  Score: Raw -20203274.629507 + Penalty 5862.700921 = -20197411.928586
  nChanged 12
		SP:Iteration 77Q (4127.380000 sec): 3 clusters
  Score: Raw -20203274.890523 + Penalty 5862.700921 = -20197412.189602
  nChanged 9
		SP:Iteration 78Q (4127.810000 sec): 3 clusters
  Score: Raw -20203275.103952 + Penalty 5862.700921 = -20197412.403031
  nChanged 8
		SP:Iteration 79Q (4128.230000 sec): 3 clusters
  Score: Raw -20203275.282910 + Penalty 5862.700921 = -20197412.581989
  nChanged 11
		SP:Iteration 80F (4128.730000 sec): 3 clusters
  Score: Raw -20203275.527802 + Penalty 5862.700921 = -20197412.826881
  nChanged 8
		SP:Iteration 81Q (4129.160000 sec): 3 clusters
  Score: Raw -20203275.703525 + Penalty 5862.700921 = -20197413.002604
  nChanged 13
		SP:Iteration 82Q (4129.590000 sec): 3 clusters
  Score: Raw -20203275.943156 + Penalty 5862.700921 = -20197413.242234
  nChanged 10
		SP:Iteration 83Q (4130.020000 sec): 3 clusters
  Score: Raw -20203276.139142 + Penalty 5862.700921 = -20197413.438221
  nChanged 8
		SP:Iteration 84Q (4130.450000 sec): 3 clusters
  Score: Raw -20203276.324793 + Penalty 5862.700921 = -20197413.623872
  nChanged 9
		SP:Iteration 85Q (4130.870000 sec): 3 clusters
  Score: Raw -20203276.532439 + Penalty 5862.700921 = -20197413.831518
  nChanged 8
		SP:Iteration 86Q (4131.300000 sec): 3 clusters
  Score: Raw -20203276.720308 + Penalty 5862.700921 = -20197414.019387
  nChanged 4
		SP:Iteration 87Q (4131.730000 sec): 3 clusters
  Score: Raw -20203276.780570 + Penalty 5862.700921 = -20197414.079649
  nChanged 1
		SP:Iteration 88Q (4132.160000 sec): 3 clusters
  Score: Raw -20203276.799413 + Penalty 5862.700921 = -20197414.098492
  nChanged 4
		SP:Iteration 89Q (4132.590000 sec): 3 clusters
  Score: Raw -20203276.891747 + Penalty 5862.700921 = -20197414.190826
  nChanged 3
		SP:Iteration 90Q (4133.010000 sec): 3 clusters
  Score: Raw -20203277.004400 + Penalty 5862.700921 = -20197414.303479
  nChanged 5
		SP:Iteration 91Q (4133.440000 sec): 3 clusters
  Score: Raw -20203277.142379 + Penalty 5862.700921 = -20197414.441457
  nChanged 8
		SP:Iteration 92Q (4133.870000 sec): 3 clusters
  Score: Raw -20203277.276300 + Penalty 5862.700921 = -20197414.575379
  nChanged 2
		SP:Iteration 93Q (4134.290000 sec): 3 clusters
  Score: Raw -20203277.303195 + Penalty 5862.700921 = -20197414.602274
  nChanged 0
		SP:Iteration 94F (4134.790000 sec): 3 clusters
  Score: Raw -20203277.303195 + Penalty 5862.700921 = -20197414.602274
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 26.
Iteration 20F (4163.500000 sec): 27 clusters
  Score: Raw -117515018.376134 + Penalty 87741.839050 = -117427276.537084
  nChanged 23736
Iteration 21Q (4173.240000 sec): 27 clusters
  Score: Raw -117526992.675716 + Penalty 87741.839050 = -117439250.836666
  nChanged 13322
Iteration 22Q (4182.610000 sec): 27 clusters
  Score: Raw -117531289.297978 + Penalty 87741.839050 = -117443547.458928
  nChanged 10481
Iteration 23Q (4191.830000 sec): 27 clusters
  Score: Raw -117534040.002938 + Penalty 87741.839050 = -117446298.163888
  nChanged 8984
Iteration 24Q (4200.890000 sec): 27 clusters
  Score: Raw -117536137.729200 + Penalty 87741.839050 = -117448395.890151
  nChanged 7903
Iteration 25Q (4209.880000 sec): 27 clusters
  Score: Raw -117537788.476618 + Penalty 87741.839050 = -117450046.637568
  nChanged 7107
Iteration 26Q (4218.850000 sec): 27 clusters
  Score: Raw -117539175.808874 + Penalty 87741.839050 = -117451433.969825
  nChanged 6570
Iteration 27Q (4227.780000 sec): 27 clusters
  Score: Raw -117540342.947168 + Penalty 87741.839050 = -117452601.108119
  nChanged 6188
Iteration 28Q (4236.640000 sec): 27 clusters
  Score: Raw -117541352.349118 + Penalty 87741.839050 = -117453610.510068
  nChanged 5581
Iteration 29Q (4245.490000 sec): 27 clusters
  Score: Raw -117542226.913235 + Penalty 87741.839050 = -117454485.074186
  nChanged 5163
Iteration 30Q (4254.310000 sec): 27 clusters
  Score: Raw -117543033.677092 + Penalty 87741.839050 = -117455291.838043
  nChanged 4912
Iteration 31Q (4263.090000 sec): 27 clusters
  Score: Raw -117543786.035840 + Penalty 87741.839050 = -117456044.196790
  nChanged 4677
Iteration 32Q (4271.860000 sec): 27 clusters
  Score: Raw -117544519.219890 + Penalty 87741.839050 = -117456777.380840
  nChanged 4553
Iteration 33Q (4280.620000 sec): 27 clusters
  Score: Raw -117545232.777636 + Penalty 87741.839050 = -117457490.938587
  nChanged 4396
Iteration 34Q (4289.330000 sec): 27 clusters
  Score: Raw -117545921.371581 + Penalty 87741.839050 = -117458179.532531
  nChanged 4189
Iteration 35Q (4298.040000 sec): 27 clusters
  Score: Raw -117546571.144500 + Penalty 87741.839050 = -117458829.305451
  nChanged 4046
Iteration 36Q (4306.730000 sec): 27 clusters
  Score: Raw -117547211.070380 + Penalty 87741.839050 = -117459469.231330
  nChanged 3893
Iteration 37Q (4315.400000 sec): 27 clusters
  Score: Raw -117547837.895581 + Penalty 87741.839050 = -117460096.056531
  nChanged 3825
Iteration 38Q (4324.070000 sec): 27 clusters
  Score: Raw -117548444.158075 + Penalty 87741.839050 = -117460702.319025
  nChanged 3722
Iteration 39Q (4332.710000 sec): 27 clusters
  Score: Raw -117549068.290349 + Penalty 87741.839050 = -117461326.451299
  nChanged 3601
Iteration 40F (4361.270000 sec): 27 clusters
  Score: Raw -117550613.624798 + Penalty 87741.839050 = -117462871.785748
  nChanged 3634
Iteration 41Q (4368.980000 sec): 27 clusters
  Score: Raw -117551999.432836 + Penalty 87741.839050 = -117464257.593786
  nChanged 3591
Iteration 42Q (4376.700000 sec): 27 clusters
  Score: Raw -117552795.670585 + Penalty 87741.839050 = -117465053.831536
  nChanged 3471
Iteration 43Q (4384.410000 sec): 27 clusters
  Score: Raw -117553604.156847 + Penalty 87741.839050 = -117465862.317798
  nChanged 3501
Iteration 44Q (4392.130000 sec): 27 clusters
  Score: Raw -117554540.371334 + Penalty 87741.839050 = -117466798.532285
  nChanged 3536
Iteration 45Q (4399.800000 sec): 27 clusters
  Score: Raw -117555429.831941 + Penalty 87741.839050 = -117467687.992892
  nChanged 3354
Iteration 46Q (4407.460000 sec): 27 clusters
  Score: Raw -117556173.502568 + Penalty 87741.839050 = -117468431.663518
  nChanged 3190
Iteration 47Q (4415.120000 sec): 27 clusters
  Score: Raw -117556814.084308 + Penalty 87741.839050 = -117469072.245258
  nChanged 2908
Iteration 48Q (4422.760000 sec): 27 clusters
  Score: Raw -117557296.910341 + Penalty 87741.839050 = -117469555.071291
  nChanged 2713
Iteration 49Q (4430.370000 sec): 27 clusters
  Score: Raw -117557682.557712 + Penalty 87741.839050 = -117469940.718662
  nChanged 2384
Iteration 50Q (4438.000000 sec): 27 clusters
  Score: Raw -117557973.616671 + Penalty 87741.839050 = -117470231.777622
  nChanged 2090
Iteration 51Q (4445.570000 sec): 27 clusters
  Score: Raw -117558196.734372 + Penalty 87741.839050 = -117470454.895323
  nChanged 1914
Iteration 52Q (4453.140000 sec): 27 clusters
  Score: Raw -117558398.897791 + Penalty 87741.839050 = -117470657.058742
  nChanged 1764
Iteration 53Q (4460.710000 sec): 27 clusters
  Score: Raw -117558575.454784 + Penalty 87741.839050 = -117470833.615734
  nChanged 1707
Iteration 54Q (4468.270000 sec): 27 clusters
  Score: Raw -117558720.019857 + Penalty 87741.839050 = -117470978.180807
  nChanged 1487
Iteration 55Q (4475.820000 sec): 27 clusters
  Score: Raw -117558828.092661 + Penalty 87741.839050 = -117471086.253611
  nChanged 1327
Iteration 56Q (4483.370000 sec): 27 clusters
  Score: Raw -117558914.157613 + Penalty 87741.839050 = -117471172.318563
  nChanged 1190
Iteration 57Q (4490.890000 sec): 27 clusters
  Score: Raw -117558989.605826 + Penalty 87741.839050 = -117471247.766776
  nChanged 1066
Iteration 58Q (4498.410000 sec): 27 clusters
  Score: Raw -117559054.158597 + Penalty 87741.839050 = -117471312.319548
  nChanged 961
Writing temp clu file 
Because OldScore, -117471247.766776, is greater than current (better) Score,-117471312.319548 
 Compute initial score before splitting:   Score: Raw -117559054.158597 + Penalty 87741.839050 = -117471312.319548
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (6966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4498.600000 sec): 2 clusters
  Score: Raw -1022875.581092 + Penalty 2194.501520 = -1020681.079572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4498.630000 sec): 3 clusters
  Score: Raw -1019327.136669 + Penalty 4389.003040 = -1014938.133629
  nChanged 2768
		SP:Iteration 1F (4498.650000 sec): 3 clusters
  Score: Raw -1020824.261544 + Penalty 4389.003040 = -1016435.258504
  nChanged 524
		SP:Iteration 2F (4498.680000 sec): 3 clusters
  Score: Raw -1021105.536121 + Penalty 4389.003040 = -1016716.533081
  nChanged 387
		SP:Iteration 3F (4498.700000 sec): 3 clusters
  Score: Raw -1021307.661710 + Penalty 4389.003040 = -1016918.658671
  nChanged 272
		SP:Iteration 4Q (4498.730000 sec): 3 clusters
  Score: Raw -1021437.234449 + Penalty 4389.003040 = -1017048.231409
  nChanged 245
		SP:Iteration 5Q (4498.750000 sec): 3 clusters
  Score: Raw -1021564.813104 + Penalty 4389.003040 = -1017175.810064
  nChanged 230
		SP:Iteration 6Q (4498.780000 sec): 3 clusters
  Score: Raw -1021681.930461 + Penalty 4389.003040 = -1017292.927421
  nChanged 216
		SP:Iteration 7Q (4498.800000 sec): 3 clusters
  Score: Raw -1021794.879341 + Penalty 4389.003040 = -1017405.876302
  nChanged 184
		SP:Iteration 8Q (4498.830000 sec): 3 clusters
  Score: Raw -1021885.889448 + Penalty 4389.003040 = -1017496.886408
  nChanged 158
		SP:Iteration 9Q (4498.860000 sec): 3 clusters
  Score: Raw -1021956.017819 + Penalty 4389.003040 = -1017567.014779
  nChanged 138
		SP:Iteration 10Q (4498.880000 sec): 3 clusters
  Score: Raw -1022014.863123 + Penalty 4389.003040 = -1017625.860083
  nChanged 134
		SP:Iteration 11Q (4498.900000 sec): 3 clusters
  Score: Raw -1022080.833012 + Penalty 4389.003040 = -1017691.829973
  nChanged 126
		SP:Iteration 12Q (4498.930000 sec): 3 clusters
  Score: Raw -1022136.995511 + Penalty 4389.003040 = -1017747.992471
  nChanged 115
		SP:Iteration 13Q (4498.960000 sec): 3 clusters
  Score: Raw -1022186.902231 + Penalty 4389.003040 = -1017797.899191
  nChanged 92
		SP:Iteration 14Q (4498.980000 sec): 3 clusters
  Score: Raw -1022225.214748 + Penalty 4389.003040 = -1017836.211709
  nChanged 80
		SP:Iteration 15Q (4499.000000 sec): 3 clusters
  Score: Raw -1022262.679708 + Penalty 4389.003040 = -1017873.676668
  nChanged 81
		SP:Iteration 16Q (4499.030000 sec): 3 clusters
  Score: Raw -1022299.285956 + Penalty 4389.003040 = -1017910.282916
  nChanged 73
		SP:Iteration 17Q (4499.060000 sec): 3 clusters
  Score: Raw -1022327.998598 + Penalty 4389.003040 = -1017938.995558
  nChanged 66
		SP:Iteration 18Q (4499.080000 sec): 3 clusters
  Score: Raw -1022355.523782 + Penalty 4389.003040 = -1017966.520743
  nChanged 65
		SP:Iteration 19Q (4499.100000 sec): 3 clusters
  Score: Raw -1022384.713396 + Penalty 4389.003040 = -1017995.710356
  nChanged 71
		SP:Iteration 20F (4499.130000 sec): 3 clusters
  Score: Raw -1022415.354258 + Penalty 4389.003040 = -1018026.351219
  nChanged 66
		SP:Iteration 21Q (4499.160000 sec): 3 clusters
  Score: Raw -1022440.323998 + Penalty 4389.003040 = -1018051.320959
  nChanged 62
		SP:Iteration 22Q (4499.180000 sec): 3 clusters
  Score: Raw -1022462.416104 + Penalty 4389.003040 = -1018073.413064
  nChanged 58
		SP:Iteration 23Q (4499.200000 sec): 3 clusters
  Score: Raw -1022483.395554 + Penalty 4389.003040 = -1018094.392514
  nChanged 60
		SP:Iteration 24Q (4499.230000 sec): 3 clusters
  Score: Raw -1022505.911925 + Penalty 4389.003040 = -1018116.908885
  nChanged 52
		SP:Iteration 25Q (4499.250000 sec): 3 clusters
  Score: Raw -1022526.028625 + Penalty 4389.003040 = -1018137.025585
  nChanged 55
		SP:Iteration 26Q (4499.280000 sec): 3 clusters
  Score: Raw -1022548.892597 + Penalty 4389.003040 = -1018159.889558
  nChanged 58
		SP:Iteration 27Q (4499.300000 sec): 3 clusters
  Score: Raw -1022570.559488 + Penalty 4389.003040 = -1018181.556449
  nChanged 49
		SP:Iteration 28Q (4499.320000 sec): 3 clusters
  Score: Raw -1022586.568963 + Penalty 4389.003040 = -1018197.565923
  nChanged 43
		SP:Iteration 29Q (4499.350000 sec): 3 clusters
  Score: Raw -1022601.851031 + Penalty 4389.003040 = -1018212.847991
  nChanged 40
		SP:Iteration 30Q (4499.370000 sec): 3 clusters
  Score: Raw -1022616.364859 + Penalty 4389.003040 = -1018227.361820
  nChanged 38
		SP:Iteration 31Q (4499.400000 sec): 3 clusters
  Score: Raw -1022629.233900 + Penalty 4389.003040 = -1018240.230861
  nChanged 30
		SP:Iteration 32Q (4499.420000 sec): 3 clusters
  Score: Raw -1022639.615745 + Penalty 4389.003040 = -1018250.612705
  nChanged 37
		SP:Iteration 33Q (4499.440000 sec): 3 clusters
  Score: Raw -1022652.160783 + Penalty 4389.003040 = -1018263.157743
  nChanged 30
		SP:Iteration 34Q (4499.470000 sec): 3 clusters
  Score: Raw -1022665.893821 + Penalty 4389.003040 = -1018276.890781
  nChanged 36
		SP:Iteration 35Q (4499.490000 sec): 3 clusters
  Score: Raw -1022680.411238 + Penalty 4389.003040 = -1018291.408198
  nChanged 37
		SP:Iteration 36Q (4499.520000 sec): 3 clusters
  Score: Raw -1022692.075685 + Penalty 4389.003040 = -1018303.072646
  nChanged 40
		SP:Iteration 37Q (4499.540000 sec): 3 clusters
  Score: Raw -1022704.971311 + Penalty 4389.003040 = -1018315.968271
  nChanged 43
		SP:Iteration 38Q (4499.560000 sec): 3 clusters
  Score: Raw -1022721.131639 + Penalty 4389.003040 = -1018332.128599
  nChanged 42
		SP:Iteration 39Q (4499.590000 sec): 3 clusters
  Score: Raw -1022737.981046 + Penalty 4389.003040 = -1018348.978006
  nChanged 43
		SP:Iteration 40F (4499.610000 sec): 3 clusters
  Score: Raw -1022755.050424 + Penalty 4389.003040 = -1018366.047385
  nChanged 40
		SP:Iteration 41Q (4499.640000 sec): 3 clusters
  Score: Raw -1022771.535032 + Penalty 4389.003040 = -1018382.531992
  nChanged 45
		SP:Iteration 42Q (4499.660000 sec): 3 clusters
  Score: Raw -1022788.975888 + Penalty 4389.003040 = -1018399.972848
  nChanged 41
		SP:Iteration 43Q (4499.680000 sec): 3 clusters
  Score: Raw -1022801.698912 + Penalty 4389.003040 = -1018412.695872
  nChanged 31
		SP:Iteration 44Q (4499.710000 sec): 3 clusters
  Score: Raw -1022811.181123 + Penalty 4389.003040 = -1018422.178083
  nChanged 25
		SP:Iteration 45Q (4499.730000 sec): 3 clusters
  Score: Raw -1022819.323721 + Penalty 4389.003040 = -1018430.320681
  nChanged 26
		SP:Iteration 46Q (4499.750000 sec): 3 clusters
  Score: Raw -1022828.423524 + Penalty 4389.003040 = -1018439.420485
  nChanged 30
		SP:Iteration 47Q (4499.780000 sec): 3 clusters
  Score: Raw -1022839.806759 + Penalty 4389.003040 = -1018450.803719
  nChanged 32
		SP:Iteration 48Q (4499.800000 sec): 3 clusters
  Score: Raw -1022853.018745 + Penalty 4389.003040 = -1018464.015706
  nChanged 35
		SP:Iteration 49Q (4499.820000 sec): 3 clusters
  Score: Raw -1022864.138085 + Penalty 4389.003040 = -1018475.135046
  nChanged 26
		SP:Iteration 50Q (4499.850000 sec): 3 clusters
  Score: Raw -1022873.924535 + Penalty 4389.003040 = -1018484.921496
  nChanged 31
		SP:Iteration 51Q (4499.870000 sec): 3 clusters
  Score: Raw -1022885.328105 + Penalty 4389.003040 = -1018496.325065
  nChanged 29
		SP:Iteration 52Q (4499.890000 sec): 3 clusters
  Score: Raw -1022893.708385 + Penalty 4389.003040 = -1018504.705345
  nChanged 28
		SP:Iteration 53Q (4499.920000 sec): 3 clusters
  Score: Raw -1022902.850430 + Penalty 4389.003040 = -1018513.847390
  nChanged 18
		SP:Iteration 54Q (4499.940000 sec): 3 clusters
  Score: Raw -1022908.890560 + Penalty 4389.003040 = -1018519.887520
  nChanged 16
		SP:Iteration 55Q (4499.960000 sec): 3 clusters
  Score: Raw -1022915.341697 + Penalty 4389.003040 = -1018526.338657
  nChanged 23
		SP:Iteration 56Q (4499.980000 sec): 3 clusters
  Score: Raw -1022923.620136 + Penalty 4389.003040 = -1018534.617097
  nChanged 27
		SP:Iteration 57Q (4500.010000 sec): 3 clusters
  Score: Raw -1022933.170389 + Penalty 4389.003040 = -1018544.167350
  nChanged 20
		SP:Iteration 58Q (4500.030000 sec): 3 clusters
  Score: Raw -1022939.892147 + Penalty 4389.003040 = -1018550.889108
  nChanged 22
		SP:Iteration 59Q (4500.050000 sec): 3 clusters
  Score: Raw -1022947.331037 + Penalty 4389.003040 = -1018558.327997
  nChanged 18
		SP:Iteration 60F (4500.080000 sec): 3 clusters
  Score: Raw -1022954.808984 + Penalty 4389.003040 = -1018565.805944
  nChanged 23
		SP:Iteration 61Q (4500.100000 sec): 3 clusters
  Score: Raw -1022963.524144 + Penalty 4389.003040 = -1018574.521105
  nChanged 24
		SP:Iteration 62Q (4500.120000 sec): 3 clusters
  Score: Raw -1022972.260581 + Penalty 4389.003040 = -1018583.257541
  nChanged 20
		SP:Iteration 63Q (4500.150000 sec): 3 clusters
  Score: Raw -1022978.672405 + Penalty 4389.003040 = -1018589.669365
  nChanged 15
		SP:Iteration 64Q (4500.170000 sec): 3 clusters
  Score: Raw -1022983.531044 + Penalty 4389.003040 = -1018594.528004
  nChanged 17
		SP:Iteration 65Q (4500.190000 sec): 3 clusters
  Score: Raw -1022989.350573 + Penalty 4389.003040 = -1018600.347533
  nChanged 13
		SP:Iteration 66Q (4500.210000 sec): 3 clusters
  Score: Raw -1022994.774391 + Penalty 4389.003040 = -1018605.771352
  nChanged 12
		SP:Iteration 67Q (4500.240000 sec): 3 clusters
  Score: Raw -1022998.394637 + Penalty 4389.003040 = -1018609.391598
  nChanged 10
		SP:Iteration 68Q (4500.260000 sec): 3 clusters
  Score: Raw -1023002.905836 + Penalty 4389.003040 = -1018613.902796
  nChanged 12
		SP:Iteration 69Q (4500.280000 sec): 3 clusters
  Score: Raw -1023007.372833 + Penalty 4389.003040 = -1018618.369793
  nChanged 13
		SP:Iteration 70Q (4500.300000 sec): 3 clusters
  Score: Raw -1023011.732600 + Penalty 4389.003040 = -1018622.729560
  nChanged 15
		SP:Iteration 71Q (4500.320000 sec): 3 clusters
  Score: Raw -1023018.232221 + Penalty 4389.003040 = -1018629.229182
  nChanged 18
		SP:Iteration 72Q (4500.350000 sec): 3 clusters
  Score: Raw -1023026.071510 + Penalty 4389.003040 = -1018637.068471
  nChanged 15
		SP:Iteration 73Q (4500.370000 sec): 3 clusters
  Score: Raw -1023032.632889 + Penalty 4389.003040 = -1018643.629849
  nChanged 10
		SP:Iteration 74Q (4500.390000 sec): 3 clusters
  Score: Raw -1023037.950043 + Penalty 4389.003040 = -1018648.947004
  nChanged 16
		SP:Iteration 75Q (4500.410000 sec): 3 clusters
  Score: Raw -1023045.348249 + Penalty 4389.003040 = -1018656.345209
  nChanged 15
		SP:Iteration 76Q (4500.430000 sec): 3 clusters
  Score: Raw -1023052.619937 + Penalty 4389.003040 = -1018663.616897
  nChanged 17
		SP:Iteration 77Q (4500.460000 sec): 3 clusters
  Score: Raw -1023060.473835 + Penalty 4389.003040 = -1018671.470795
  nChanged 19
		SP:Iteration 78Q (4500.480000 sec): 3 clusters
  Score: Raw -1023067.510259 + Penalty 4389.003040 = -1018678.507219
  nChanged 12
		SP:Iteration 79Q (4500.500000 sec): 3 clusters
  Score: Raw -1023072.783679 + Penalty 4389.003040 = -1018683.780639
  nChanged 11
		SP:Iteration 80F (4500.520000 sec): 3 clusters
  Score: Raw -1023077.732300 + Penalty 4389.003040 = -1018688.729261
  nChanged 9
		SP:Iteration 81Q (4500.550000 sec): 3 clusters
  Score: Raw -1023082.838393 + Penalty 4389.003040 = -1018693.835354
  nChanged 10
		SP:Iteration 82Q (4500.570000 sec): 3 clusters
  Score: Raw -1023087.051368 + Penalty 4389.003040 = -1018698.048328
  nChanged 8
		SP:Iteration 83Q (4500.590000 sec): 3 clusters
  Score: Raw -1023090.856616 + Penalty 4389.003040 = -1018701.853576
  nChanged 6
		SP:Iteration 84Q (4500.610000 sec): 3 clusters
  Score: Raw -1023093.681436 + Penalty 4389.003040 = -1018704.678396
  nChanged 8
		SP:Iteration 85Q (4500.630000 sec): 3 clusters
  Score: Raw -1023097.142716 + Penalty 4389.003040 = -1018708.139676
  nChanged 5
		SP:Iteration 86Q (4500.650000 sec): 3 clusters
  Score: Raw -1023098.876100 + Penalty 4389.003040 = -1018709.873060
  nChanged 5
		SP:Iteration 87Q (4500.680000 sec): 3 clusters
  Score: Raw -1023100.860592 + Penalty 4389.003040 = -1018711.857552
  nChanged 2
		SP:Iteration 88Q (4500.700000 sec): 3 clusters
  Score: Raw -1023101.451592 + Penalty 4389.003040 = -1018712.448552
  nChanged 2
		SP:Iteration 89Q (4500.720000 sec): 3 clusters
  Score: Raw -1023101.941124 + Penalty 4389.003040 = -1018712.938085
  nChanged 1
		SP:Iteration 90Q (4500.740000 sec): 3 clusters
  Score: Raw -1023102.267307 + Penalty 4389.003040 = -1018713.264268
  nChanged 0
		SP:Iteration 91F (4500.760000 sec): 3 clusters
  Score: Raw -1023102.267307 + Penalty 4389.003040 = -1018713.264268
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (6192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4500.780000 sec): 2 clusters
  Score: Raw -895774.247419 + Penalty 2165.291327 = -893608.956092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4500.810000 sec): 3 clusters
  Score: Raw -892611.618694 + Penalty 4330.582654 = -888281.036040
  nChanged 2441
		SP:Iteration 1F (4500.830000 sec): 3 clusters
  Score: Raw -893943.144743 + Penalty 4330.582654 = -889612.562089
  nChanged 456
		SP:Iteration 2F (4500.850000 sec): 3 clusters
  Score: Raw -894191.611700 + Penalty 4330.582654 = -889861.029046
  nChanged 332
		SP:Iteration 3F (4500.880000 sec): 3 clusters
  Score: Raw -894372.070582 + Penalty 4330.582654 = -890041.487928
  nChanged 260
		SP:Iteration 4Q (4500.900000 sec): 3 clusters
  Score: Raw -894518.463670 + Penalty 4330.582654 = -890187.881016
  nChanged 223
		SP:Iteration 5Q (4500.920000 sec): 3 clusters
  Score: Raw -894641.672366 + Penalty 4330.582654 = -890311.089712
  nChanged 186
		SP:Iteration 6Q (4500.940000 sec): 3 clusters
  Score: Raw -894732.402370 + Penalty 4330.582654 = -890401.819716
  nChanged 170
		SP:Iteration 7Q (4500.960000 sec): 3 clusters
  Score: Raw -894820.678290 + Penalty 4330.582654 = -890490.095636
  nChanged 171
		SP:Iteration 8Q (4500.990000 sec): 3 clusters
  Score: Raw -894900.883584 + Penalty 4330.582654 = -890570.300930
  nChanged 148
		SP:Iteration 9Q (4501.010000 sec): 3 clusters
  Score: Raw -894981.419693 + Penalty 4330.582654 = -890650.837039
  nChanged 146
		SP:Iteration 10Q (4501.030000 sec): 3 clusters
  Score: Raw -895058.949088 + Penalty 4330.582654 = -890728.366434
  nChanged 131
		SP:Iteration 11Q (4501.060000 sec): 3 clusters
  Score: Raw -895124.067415 + Penalty 4330.582654 = -890793.484761
  nChanged 142
		SP:Iteration 12Q (4501.080000 sec): 3 clusters
  Score: Raw -895196.599124 + Penalty 4330.582654 = -890866.016470
  nChanged 135
		SP:Iteration 13Q (4501.100000 sec): 3 clusters
  Score: Raw -895264.020415 + Penalty 4330.582654 = -890933.437761
  nChanged 124
		SP:Iteration 14Q (4501.120000 sec): 3 clusters
  Score: Raw -895313.554923 + Penalty 4330.582654 = -890982.972269
  nChanged 100
		SP:Iteration 15Q (4501.140000 sec): 3 clusters
  Score: Raw -895358.109244 + Penalty 4330.582654 = -891027.526590
  nChanged 112
		SP:Iteration 16Q (4501.160000 sec): 3 clusters
  Score: Raw -895411.226021 + Penalty 4330.582654 = -891080.643367
  nChanged 107
		SP:Iteration 17Q (4501.190000 sec): 3 clusters
  Score: Raw -895460.394761 + Penalty 4330.582654 = -891129.812107
  nChanged 90
		SP:Iteration 18Q (4501.210000 sec): 3 clusters
  Score: Raw -895502.736828 + Penalty 4330.582654 = -891172.154174
  nChanged 86
		SP:Iteration 19Q (4501.230000 sec): 3 clusters
  Score: Raw -895538.746043 + Penalty 4330.582654 = -891208.163389
  nChanged 78
		SP:Iteration 20F (4501.260000 sec): 3 clusters
  Score: Raw -895574.209826 + Penalty 4330.582654 = -891243.627172
  nChanged 67
		SP:Iteration 21Q (4501.280000 sec): 3 clusters
  Score: Raw -895602.610846 + Penalty 4330.582654 = -891272.028192
  nChanged 75
		SP:Iteration 22Q (4501.300000 sec): 3 clusters
  Score: Raw -895631.888031 + Penalty 4330.582654 = -891301.305377
  nChanged 62
		SP:Iteration 23Q (4501.320000 sec): 3 clusters
  Score: Raw -895655.527116 + Penalty 4330.582654 = -891324.944462
  nChanged 60
		SP:Iteration 24Q (4501.340000 sec): 3 clusters
  Score: Raw -895674.101507 + Penalty 4330.582654 = -891343.518854
  nChanged 49
		SP:Iteration 25Q (4501.360000 sec): 3 clusters
  Score: Raw -895691.609298 + Penalty 4330.582654 = -891361.026644
  nChanged 39
		SP:Iteration 26Q (4501.380000 sec): 3 clusters
  Score: Raw -895704.633006 + Penalty 4330.582654 = -891374.050352
  nChanged 35
		SP:Iteration 27Q (4501.410000 sec): 3 clusters
  Score: Raw -895718.092034 + Penalty 4330.582654 = -891387.509380
  nChanged 31
		SP:Iteration 28Q (4501.430000 sec): 3 clusters
  Score: Raw -895727.134410 + Penalty 4330.582654 = -891396.551756
  nChanged 26
		SP:Iteration 29Q (4501.450000 sec): 3 clusters
  Score: Raw -895736.998599 + Penalty 4330.582654 = -891406.415945
  nChanged 26
		SP:Iteration 30Q (4501.470000 sec): 3 clusters
  Score: Raw -895745.192873 + Penalty 4330.582654 = -891414.610219
  nChanged 22
		SP:Iteration 31Q (4501.500000 sec): 3 clusters
  Score: Raw -895751.807061 + Penalty 4330.582654 = -891421.224407
  nChanged 18
		SP:Iteration 32Q (4501.520000 sec): 3 clusters
  Score: Raw -895757.216630 + Penalty 4330.582654 = -891426.633976
  nChanged 17
		SP:Iteration 33Q (4501.540000 sec): 3 clusters
  Score: Raw -895761.636618 + Penalty 4330.582654 = -891431.053964
  nChanged 18
		SP:Iteration 34Q (4501.560000 sec): 3 clusters
  Score: Raw -895767.174091 + Penalty 4330.582654 = -891436.591437
  nChanged 16
		SP:Iteration 35Q (4501.580000 sec): 3 clusters
  Score: Raw -895772.475751 + Penalty 4330.582654 = -891441.893097
  nChanged 26
		SP:Iteration 36Q (4501.600000 sec): 3 clusters
  Score: Raw -895780.299836 + Penalty 4330.582654 = -891449.717182
  nChanged 23
		SP:Iteration 37Q (4501.630000 sec): 3 clusters
  Score: Raw -895787.930340 + Penalty 4330.582654 = -891457.347686
  nChanged 31
		SP:Iteration 38Q (4501.650000 sec): 3 clusters
  Score: Raw -895800.219355 + Penalty 4330.582654 = -891469.636701
  nChanged 31
		SP:Iteration 39Q (4501.670000 sec): 3 clusters
  Score: Raw -895810.216268 + Penalty 4330.582654 = -891479.633614
  nChanged 31
		SP:Iteration 40F (4501.700000 sec): 3 clusters
  Score: Raw -895823.536691 + Penalty 4330.582654 = -891492.954037
  nChanged 30
		SP:Iteration 41Q (4501.720000 sec): 3 clusters
  Score: Raw -895834.071831 + Penalty 4330.582654 = -891503.489177
  nChanged 27
		SP:Iteration 42Q (4501.740000 sec): 3 clusters
  Score: Raw -895841.286617 + Penalty 4330.582654 = -891510.703963
  nChanged 18
		SP:Iteration 43Q (4501.760000 sec): 3 clusters
  Score: Raw -895847.700486 + Penalty 4330.582654 = -891517.117832
  nChanged 12
		SP:Iteration 44Q (4501.780000 sec): 3 clusters
  Score: Raw -895852.621659 + Penalty 4330.582654 = -891522.039005
  nChanged 13
		SP:Iteration 45Q (4501.800000 sec): 3 clusters
  Score: Raw -895856.589563 + Penalty 4330.582654 = -891526.006909
  nChanged 16
		SP:Iteration 46Q (4501.820000 sec): 3 clusters
  Score: Raw -895861.384075 + Penalty 4330.582654 = -891530.801421
  nChanged 11
		SP:Iteration 47Q (4501.850000 sec): 3 clusters
  Score: Raw -895864.786448 + Penalty 4330.582654 = -891534.203794
  nChanged 8
		SP:Iteration 48Q (4501.870000 sec): 3 clusters
  Score: Raw -895866.800878 + Penalty 4330.582654 = -891536.218224
  nChanged 9
		SP:Iteration 49Q (4501.890000 sec): 3 clusters
  Score: Raw -895869.187845 + Penalty 4330.582654 = -891538.605191
  nChanged 6
		SP:Iteration 50Q (4501.910000 sec): 3 clusters
  Score: Raw -895870.823739 + Penalty 4330.582654 = -891540.241085
  nChanged 7
		SP:Iteration 51Q (4501.940000 sec): 3 clusters
  Score: Raw -895872.191206 + Penalty 4330.582654 = -891541.608553
  nChanged 4
		SP:Iteration 52Q (4501.960000 sec): 3 clusters
  Score: Raw -895873.067750 + Penalty 4330.582654 = -891542.485096
  nChanged 4
		SP:Iteration 53Q (4501.980000 sec): 3 clusters
  Score: Raw -895874.039457 + Penalty 4330.582654 = -891543.456803
  nChanged 5
		SP:Iteration 54Q (4502.000000 sec): 3 clusters
  Score: Raw -895875.794023 + Penalty 4330.582654 = -891545.211369
  nChanged 8
		SP:Iteration 55Q (4502.030000 sec): 3 clusters
  Score: Raw -895878.453283 + Penalty 4330.582654 = -891547.870629
  nChanged 9
		SP:Iteration 56Q (4502.050000 sec): 3 clusters
  Score: Raw -895880.579128 + Penalty 4330.582654 = -891549.996474
  nChanged 4
		SP:Iteration 57Q (4502.070000 sec): 3 clusters
  Score: Raw -895881.919228 + Penalty 4330.582654 = -891551.336574
  nChanged 4
		SP:Iteration 58Q (4502.090000 sec): 3 clusters
  Score: Raw -895882.890435 + Penalty 4330.582654 = -891552.307781
  nChanged 6
		SP:Iteration 59Q (4502.110000 sec): 3 clusters
  Score: Raw -895884.885106 + Penalty 4330.582654 = -891554.302452
  nChanged 11
		SP:Iteration 60F (4502.130000 sec): 3 clusters
  Score: Raw -895888.139516 + Penalty 4330.582654 = -891557.556862
  nChanged 8
		SP:Iteration 61Q (4502.150000 sec): 3 clusters
  Score: Raw -895890.797327 + Penalty 4330.582654 = -891560.214673
  nChanged 8
		SP:Iteration 62Q (4502.170000 sec): 3 clusters
  Score: Raw -895893.261134 + Penalty 4330.582654 = -891562.678480
  nChanged 9
		SP:Iteration 63Q (4502.190000 sec): 3 clusters
  Score: Raw -895896.237320 + Penalty 4330.582654 = -891565.654666
  nChanged 9
		SP:Iteration 64Q (4502.210000 sec): 3 clusters
  Score: Raw -895899.121357 + Penalty 4330.582654 = -891568.538703
  nChanged 10
		SP:Iteration 65Q (4502.230000 sec): 3 clusters
  Score: Raw -895902.438623 + Penalty 4330.582654 = -891571.855969
  nChanged 9
		SP:Iteration 66Q (4502.260000 sec): 3 clusters
  Score: Raw -895904.860908 + Penalty 4330.582654 = -891574.278254
  nChanged 6
		SP:Iteration 67Q (4502.280000 sec): 3 clusters
  Score: Raw -895906.874822 + Penalty 4330.582654 = -891576.292168
  nChanged 9
		SP:Iteration 68Q (4502.300000 sec): 3 clusters
  Score: Raw -895909.167557 + Penalty 4330.582654 = -891578.584903
  nChanged 3
		SP:Iteration 69Q (4502.320000 sec): 3 clusters
  Score: Raw -895909.944536 + Penalty 4330.582654 = -891579.361882
  nChanged 4
		SP:Iteration 70Q (4502.340000 sec): 3 clusters
  Score: Raw -895911.687322 + Penalty 4330.582654 = -891581.104668
  nChanged 10
		SP:Iteration 71Q (4502.360000 sec): 3 clusters
  Score: Raw -895914.777180 + Penalty 4330.582654 = -891584.194526
  nChanged 8
		SP:Iteration 72Q (4502.380000 sec): 3 clusters
  Score: Raw -895916.801047 + Penalty 4330.582654 = -891586.218393
  nChanged 6
		SP:Iteration 73Q (4502.410000 sec): 3 clusters
  Score: Raw -895918.548783 + Penalty 4330.582654 = -891587.966129
  nChanged 10
		SP:Iteration 74Q (4502.430000 sec): 3 clusters
  Score: Raw -895921.404890 + Penalty 4330.582654 = -891590.822236
  nChanged 12
		SP:Iteration 75Q (4502.450000 sec): 3 clusters
  Score: Raw -895924.408908 + Penalty 4330.582654 = -891593.826254
  nChanged 8
		SP:Iteration 76Q (4502.470000 sec): 3 clusters
  Score: Raw -895926.700590 + Penalty 4330.582654 = -891596.117936
  nChanged 6
		SP:Iteration 77Q (4502.490000 sec): 3 clusters
  Score: Raw -895928.491206 + Penalty 4330.582654 = -891597.908552
  nChanged 4
		SP:Iteration 78Q (4502.510000 sec): 3 clusters
  Score: Raw -895929.532571 + Penalty 4330.582654 = -891598.949917
  nChanged 4
		SP:Iteration 79Q (4502.530000 sec): 3 clusters
  Score: Raw -895930.443917 + Penalty 4330.582654 = -891599.861263
  nChanged 6
		SP:Iteration 80F (4502.550000 sec): 3 clusters
  Score: Raw -895931.807437 + Penalty 4330.582654 = -891601.224783
  nChanged 4
		SP:Iteration 81Q (4502.570000 sec): 3 clusters
  Score: Raw -895932.478185 + Penalty 4330.582654 = -891601.895531
  nChanged 5
		SP:Iteration 82Q (4502.590000 sec): 3 clusters
  Score: Raw -895933.692588 + Penalty 4330.582654 = -891603.109934
  nChanged 5
		SP:Iteration 83Q (4502.610000 sec): 3 clusters
  Score: Raw -895934.852151 + Penalty 4330.582654 = -891604.269497
  nChanged 4
		SP:Iteration 84Q (4502.640000 sec): 3 clusters
  Score: Raw -895935.747264 + Penalty 4330.582654 = -891605.164610
  nChanged 3
		SP:Iteration 85Q (4502.660000 sec): 3 clusters
  Score: Raw -895936.483401 + Penalty 4330.582654 = -891605.900747
  nChanged 2
		SP:Iteration 86Q (4502.680000 sec): 3 clusters
  Score: Raw -895937.150820 + Penalty 4330.582654 = -891606.568166
  nChanged 6
		SP:Iteration 87Q (4502.700000 sec): 3 clusters
  Score: Raw -895938.425654 + Penalty 4330.582654 = -891607.843000
  nChanged 3
		SP:Iteration 88Q (4502.720000 sec): 3 clusters
  Score: Raw -895939.077467 + Penalty 4330.582654 = -891608.494813
  nChanged 5
		SP:Iteration 89Q (4502.740000 sec): 3 clusters
  Score: Raw -895940.461648 + Penalty 4330.582654 = -891609.878994
  nChanged 5
		SP:Iteration 90Q (4502.760000 sec): 3 clusters
  Score: Raw -895941.436325 + Penalty 4330.582654 = -891610.853671
  nChanged 3
		SP:Iteration 91Q (4502.780000 sec): 3 clusters
  Score: Raw -895942.002670 + Penalty 4330.582654 = -891611.420016
  nChanged 1
		SP:Iteration 92Q (4502.800000 sec): 3 clusters
  Score: Raw -895942.550895 + Penalty 4330.582654 = -891611.968241
  nChanged 1
		SP:Iteration 93Q (4502.830000 sec): 3 clusters
  Score: Raw -895942.787938 + Penalty 4330.582654 = -891612.205284
  nChanged 0
		SP:Iteration 94F (4502.850000 sec): 3 clusters
  Score: Raw -895942.787938 + Penalty 4330.582654 = -891612.205284
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (26585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4502.950000 sec): 2 clusters
  Score: Raw -3930311.042638 + Penalty 2526.649402 = -3927784.393237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4503.050000 sec): 3 clusters
  Score: Raw -3914317.832093 + Penalty 5053.298803 = -3909264.533290
  nChanged 11939
		SP:Iteration 1F (4503.150000 sec): 3 clusters
  Score: Raw -3920893.787008 + Penalty 5053.298803 = -3915840.488204
  nChanged 1345
		SP:Iteration 2F (4503.250000 sec): 3 clusters
  Score: Raw -3921297.392068 + Penalty 5053.298803 = -3916244.093265
  nChanged 1081
		SP:Iteration 3Q (4503.360000 sec): 3 clusters
  Score: Raw -3921613.986056 + Penalty 5053.298803 = -3916560.687253
  nChanged 956
		SP:Iteration 4Q (4503.460000 sec): 3 clusters
  Score: Raw -3921897.784880 + Penalty 5053.298803 = -3916844.486077
  nChanged 964
		SP:Iteration 5Q (4503.570000 sec): 3 clusters
  Score: Raw -3922220.055731 + Penalty 5053.298803 = -3917166.756927
  nChanged 1080
		SP:Iteration 6Q (4503.670000 sec): 3 clusters
  Score: Raw -3922635.217915 + Penalty 5053.298803 = -3917581.919112
  nChanged 1194
		SP:Iteration 7Q (4503.780000 sec): 3 clusters
  Score: Raw -3923187.025011 + Penalty 5053.298803 = -3918133.726208
  nChanged 1357
		SP:Iteration 8F (4503.880000 sec): 3 clusters
  Score: Raw -3923908.424964 + Penalty 5053.298803 = -3918855.126161
  nChanged 1480
		SP:Iteration 9F (4503.980000 sec): 3 clusters
  Score: Raw -3924861.568637 + Penalty 5053.298803 = -3919808.269834
  nChanged 1618
		SP:Iteration 10F (4504.080000 sec): 3 clusters
  Score: Raw -3926048.493240 + Penalty 5053.298803 = -3920995.194437
  nChanged 1543
		SP:Iteration 11F (4504.180000 sec): 3 clusters
  Score: Raw -3927295.508287 + Penalty 5053.298803 = -3922242.209484
  nChanged 1328
		SP:Iteration 12Q (4504.280000 sec): 3 clusters
  Score: Raw -3928412.928623 + Penalty 5053.298803 = -3923359.629820
  nChanged 939
		SP:Iteration 13Q (4504.380000 sec): 3 clusters
  Score: Raw -3929248.857178 + Penalty 5053.298803 = -3924195.558375
  nChanged 618
		SP:Iteration 14Q (4504.470000 sec): 3 clusters
  Score: Raw -3929819.823588 + Penalty 5053.298803 = -3924766.524784
  nChanged 367
		SP:Iteration 15Q (4504.560000 sec): 3 clusters
  Score: Raw -3930143.924985 + Penalty 5053.298803 = -3925090.626182
  nChanged 210
		SP:Iteration 16Q (4504.650000 sec): 3 clusters
  Score: Raw -3930331.057333 + Penalty 5053.298803 = -3925277.758530
  nChanged 124
		SP:Iteration 17Q (4504.730000 sec): 3 clusters
  Score: Raw -3930446.240790 + Penalty 5053.298803 = -3925392.941987
  nChanged 85
		SP:Iteration 18Q (4504.800000 sec): 3 clusters
  Score: Raw -3930526.188560 + Penalty 5053.298803 = -3925472.889757
  nChanged 49
		SP:Iteration 19Q (4504.870000 sec): 3 clusters
  Score: Raw -3930569.403440 + Penalty 5053.298803 = -3925516.104637
  nChanged 39
		SP:Iteration 20F (4504.970000 sec): 3 clusters
  Score: Raw -3930602.950481 + Penalty 5053.298803 = -3925549.651677
  nChanged 24
		SP:Iteration 21Q (4505.050000 sec): 3 clusters
  Score: Raw -3930623.670890 + Penalty 5053.298803 = -3925570.372086
  nChanged 20
		SP:Iteration 22Q (4505.130000 sec): 3 clusters
  Score: Raw -3930642.424214 + Penalty 5053.298803 = -3925589.125411
  nChanged 16
		SP:Iteration 23Q (4505.200000 sec): 3 clusters
  Score: Raw -3930658.985934 + Penalty 5053.298803 = -3925605.687131
  nChanged 21
		SP:Iteration 24Q (4505.270000 sec): 3 clusters
  Score: Raw -3930674.175853 + Penalty 5053.298803 = -3925620.877050
  nChanged 14
		SP:Iteration 25Q (4505.340000 sec): 3 clusters
  Score: Raw -3930683.260065 + Penalty 5053.298803 = -3925629.961262
  nChanged 8
		SP:Iteration 26Q (4505.410000 sec): 3 clusters
  Score: Raw -3930692.314118 + Penalty 5053.298803 = -3925639.015314
  nChanged 12
		SP:Iteration 27Q (4505.490000 sec): 3 clusters
  Score: Raw -3930701.984224 + Penalty 5053.298803 = -3925648.685420
  nChanged 3
		SP:Iteration 28Q (4505.560000 sec): 3 clusters
  Score: Raw -3930705.778126 + Penalty 5053.298803 = -3925652.479323
  nChanged 6
		SP:Iteration 29Q (4505.630000 sec): 3 clusters
  Score: Raw -3930709.416797 + Penalty 5053.298803 = -3925656.117994
  nChanged 5
		SP:Iteration 30Q (4505.700000 sec): 3 clusters
  Score: Raw -3930712.995695 + Penalty 5053.298803 = -3925659.696892
  nChanged 3
		SP:Iteration 31Q (4505.780000 sec): 3 clusters
  Score: Raw -3930716.093951 + Penalty 5053.298803 = -3925662.795148
  nChanged 3
		SP:Iteration 32Q (4505.850000 sec): 3 clusters
  Score: Raw -3930719.177766 + Penalty 5053.298803 = -3925665.878963
  nChanged 2
		SP:Iteration 33Q (4505.920000 sec): 3 clusters
  Score: Raw -3930721.217133 + Penalty 5053.298803 = -3925667.918330
  nChanged 5
		SP:Iteration 34Q (4505.990000 sec): 3 clusters
  Score: Raw -3930725.771048 + Penalty 5053.298803 = -3925672.472245
  nChanged 7
		SP:Iteration 35Q (4506.060000 sec): 3 clusters
  Score: Raw -3930732.232212 + Penalty 5053.298803 = -3925678.933409
  nChanged 5
		SP:Iteration 36Q (4506.140000 sec): 3 clusters
  Score: Raw -3930736.161210 + Penalty 5053.298803 = -3925682.862407
  nChanged 1
		SP:Iteration 37Q (4506.210000 sec): 3 clusters
  Score: Raw -3930736.970824 + Penalty 5053.298803 = -3925683.672021
  nChanged 0
		SP:Iteration 38F (4506.310000 sec): 3 clusters
  Score: Raw -3930736.970824 + Penalty 5053.298803 = -3925683.672021
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (20938 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4506.380000 sec): 2 clusters
  Score: Raw -2878376.022279 + Penalty 2467.431600 = -2875908.590678
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4506.460000 sec): 3 clusters
  Score: Raw -2866046.377788 + Penalty 4934.863201 = -2861111.514588
  nChanged 9319
		SP:Iteration 1F (4506.530000 sec): 3 clusters
  Score: Raw -2871333.028442 + Penalty 4934.863201 = -2866398.165241
  nChanged 1345
		SP:Iteration 2F (4506.610000 sec): 3 clusters
  Score: Raw -2871974.246169 + Penalty 4934.863201 = -2867039.382968
  nChanged 1216
		SP:Iteration 3F (4506.690000 sec): 3 clusters
  Score: Raw -2872525.452438 + Penalty 4934.863201 = -2867590.589237
  nChanged 1063
		SP:Iteration 4F (4506.770000 sec): 3 clusters
  Score: Raw -2872976.297334 + Penalty 4934.863201 = -2868041.434133
  nChanged 957
		SP:Iteration 5Q (4506.850000 sec): 3 clusters
  Score: Raw -2873394.176926 + Penalty 4934.863201 = -2868459.313726
  nChanged 923
		SP:Iteration 6Q (4506.930000 sec): 3 clusters
  Score: Raw -2873818.756519 + Penalty 4934.863201 = -2868883.893318
  nChanged 884
		SP:Iteration 7Q (4507.010000 sec): 3 clusters
  Score: Raw -2874283.360081 + Penalty 4934.863201 = -2869348.496880
  nChanged 1012
		SP:Iteration 8Q (4507.080000 sec): 3 clusters
  Score: Raw -2874915.858224 + Penalty 4934.863201 = -2869980.995023
  nChanged 1045
		SP:Iteration 9Q (4507.160000 sec): 3 clusters
  Score: Raw -2875608.603811 + Penalty 4934.863201 = -2870673.740611
  nChanged 1016
		SP:Iteration 10Q (4507.250000 sec): 3 clusters
  Score: Raw -2876297.252167 + Penalty 4934.863201 = -2871362.388967
  nChanged 912
		SP:Iteration 11Q (4507.330000 sec): 3 clusters
  Score: Raw -2876894.801286 + Penalty 4934.863201 = -2871959.938085
  nChanged 758
		SP:Iteration 12Q (4507.400000 sec): 3 clusters
  Score: Raw -2877351.169840 + Penalty 4934.863201 = -2872416.306639
  nChanged 648
		SP:Iteration 13Q (4507.480000 sec): 3 clusters
  Score: Raw -2877753.733484 + Penalty 4934.863201 = -2872818.870284
  nChanged 578
		SP:Iteration 14Q (4507.560000 sec): 3 clusters
  Score: Raw -2878159.474641 + Penalty 4934.863201 = -2873224.611441
  nChanged 541
		SP:Iteration 15Q (4507.630000 sec): 3 clusters
  Score: Raw -2878619.325962 + Penalty 4934.863201 = -2873684.462762
  nChanged 511
		SP:Iteration 16Q (4507.700000 sec): 3 clusters
  Score: Raw -2879123.058334 + Penalty 4934.863201 = -2874188.195134
  nChanged 473
		SP:Iteration 17Q (4507.770000 sec): 3 clusters
  Score: Raw -2879628.427940 + Penalty 4934.863201 = -2874693.564739
  nChanged 372
		SP:Iteration 18Q (4507.840000 sec): 3 clusters
  Score: Raw -2880004.691336 + Penalty 4934.863201 = -2875069.828136
  nChanged 248
		SP:Iteration 19Q (4507.910000 sec): 3 clusters
  Score: Raw -2880241.248856 + Penalty 4934.863201 = -2875306.385656
  nChanged 152
		SP:Iteration 20F (4507.980000 sec): 3 clusters
  Score: Raw -2880587.595740 + Penalty 4934.863201 = -2875652.732539
  nChanged 135
		SP:Iteration 21Q (4508.050000 sec): 3 clusters
  Score: Raw -2880829.125181 + Penalty 4934.863201 = -2875894.261981
  nChanged 98
		SP:Iteration 22Q (4508.110000 sec): 3 clusters
  Score: Raw -2880916.148792 + Penalty 4934.863201 = -2875981.285591
  nChanged 41
		SP:Iteration 23Q (4508.170000 sec): 3 clusters
  Score: Raw -2880939.497578 + Penalty 4934.863201 = -2876004.634377
  nChanged 16
		SP:Iteration 24Q (4508.240000 sec): 3 clusters
  Score: Raw -2880944.674110 + Penalty 4934.863201 = -2876009.810909
  nChanged 6
		SP:Iteration 25Q (4508.300000 sec): 3 clusters
  Score: Raw -2880947.160815 + Penalty 4934.863201 = -2876012.297615
  nChanged 2
		SP:Iteration 26Q (4508.360000 sec): 3 clusters
  Score: Raw -2880947.673901 + Penalty 4934.863201 = -2876012.810701
  nChanged 0
		SP:Iteration 27F (4508.440000 sec): 3 clusters
  Score: Raw -2880947.673901 + Penalty 4934.863201 = -2876012.810701
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 27.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4508.460000 sec): 2 clusters
  Score: Raw -466550.775029 + Penalty 2004.588940 = -464546.186090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4508.470000 sec): 3 clusters
  Score: Raw -465126.629450 + Penalty 4009.177880 = -461117.451570
  nChanged 1146
		SP:Iteration 1F (4508.480000 sec): 3 clusters
  Score: Raw -465824.398498 + Penalty 4009.177880 = -461815.220618
  nChanged 232
		SP:Iteration 2F (4508.500000 sec): 3 clusters
  Score: Raw -465989.938552 + Penalty 4009.177880 = -461980.760672
  nChanged 157
		SP:Iteration 3Q (4508.510000 sec): 3 clusters
  Score: Raw -466095.243594 + Penalty 4009.177880 = -462086.065714
  nChanged 108
		SP:Iteration 4Q (4508.520000 sec): 3 clusters
  Score: Raw -466149.299564 + Penalty 4009.177880 = -462140.121684
  nChanged 69
		SP:Iteration 5Q (4508.530000 sec): 3 clusters
  Score: Raw -466182.818068 + Penalty 4009.177880 = -462173.640188
  nChanged 50
		SP:Iteration 6Q (4508.540000 sec): 3 clusters
  Score: Raw -466204.429770 + Penalty 4009.177880 = -462195.251890
  nChanged 34
		SP:Iteration 7Q (4508.560000 sec): 3 clusters
  Score: Raw -466219.415080 + Penalty 4009.177880 = -462210.237201
  nChanged 32
		SP:Iteration 8Q (4508.570000 sec): 3 clusters
  Score: Raw -466238.375634 + Penalty 4009.177880 = -462229.197754
  nChanged 36
		SP:Iteration 9Q (4508.580000 sec): 3 clusters
  Score: Raw -466263.477177 + Penalty 4009.177880 = -462254.299297
  nChanged 51
		SP:Iteration 10Q (4508.590000 sec): 3 clusters
  Score: Raw -466293.267176 + Penalty 4009.177880 = -462284.089296
  nChanged 56
		SP:Iteration 11Q (4508.600000 sec): 3 clusters
  Score: Raw -466323.351133 + Penalty 4009.177880 = -462314.173253
  nChanged 44
		SP:Iteration 12Q (4508.610000 sec): 3 clusters
  Score: Raw -466345.421639 + Penalty 4009.177880 = -462336.243760
  nChanged 37
		SP:Iteration 13Q (4508.620000 sec): 3 clusters
  Score: Raw -466364.585323 + Penalty 4009.177880 = -462355.407443
  nChanged 40
		SP:Iteration 14Q (4508.640000 sec): 3 clusters
  Score: Raw -466388.615680 + Penalty 4009.177880 = -462379.437800
  nChanged 53
		SP:Iteration 15Q (4508.650000 sec): 3 clusters
  Score: Raw -466422.828121 + Penalty 4009.177880 = -462413.650241
  nChanged 72
		SP:Iteration 16Q (4508.660000 sec): 3 clusters
  Score: Raw -466481.899533 + Penalty 4009.177880 = -462472.721653
  nChanged 84
		SP:Iteration 17Q (4508.670000 sec): 3 clusters
  Score: Raw -466557.569306 + Penalty 4009.177880 = -462548.391426
  nChanged 95
		SP:Iteration 18Q (4508.680000 sec): 3 clusters
  Score: Raw -466639.474702 + Penalty 4009.177880 = -462630.296822
  nChanged 100
		SP:Iteration 19Q (4508.700000 sec): 3 clusters
  Score: Raw -466732.858893 + Penalty 4009.177880 = -462723.681013
  nChanged 122
		SP:Iteration 20F (4508.710000 sec): 3 clusters
  Score: Raw -466848.722406 + Penalty 4009.177880 = -462839.544526
  nChanged 121
		SP:Iteration 21Q (4508.720000 sec): 3 clusters
  Score: Raw -467011.675354 + Penalty 4009.177880 = -463002.497475
  nChanged 136
		SP:Iteration 22Q (4508.730000 sec): 3 clusters
  Score: Raw -467156.996816 + Penalty 4009.177880 = -463147.818936
  nChanged 134
		SP:Iteration 23Q (4508.740000 sec): 3 clusters
  Score: Raw -467301.155884 + Penalty 4009.177880 = -463291.978004
  nChanged 93
		SP:Iteration 24Q (4508.750000 sec): 3 clusters
  Score: Raw -467417.126831 + Penalty 4009.177880 = -463407.948951
  nChanged 85
		SP:Iteration 25Q (4508.760000 sec): 3 clusters
  Score: Raw -467525.456169 + Penalty 4009.177880 = -463516.278289
  nChanged 77
		SP:Iteration 26Q (4508.780000 sec): 3 clusters
  Score: Raw -467622.794764 + Penalty 4009.177880 = -463613.616884
  nChanged 85
		SP:Iteration 27Q (4508.790000 sec): 3 clusters
  Score: Raw -467716.502298 + Penalty 4009.177880 = -463707.324418
  nChanged 72
		SP:Iteration 28Q (4508.800000 sec): 3 clusters
  Score: Raw -467800.311005 + Penalty 4009.177880 = -463791.133125
  nChanged 72
		SP:Iteration 29Q (4508.810000 sec): 3 clusters
  Score: Raw -467878.998676 + Penalty 4009.177880 = -463869.820796
  nChanged 58
		SP:Iteration 30Q (4508.820000 sec): 3 clusters
  Score: Raw -467933.513933 + Penalty 4009.177880 = -463924.336054
  nChanged 50
		SP:Iteration 31Q (4508.830000 sec): 3 clusters
  Score: Raw -467973.615561 + Penalty 4009.177880 = -463964.437681
  nChanged 40
		SP:Iteration 32Q (4508.840000 sec): 3 clusters
  Score: Raw -468001.677415 + Penalty 4009.177880 = -463992.499535
  nChanged 33
		SP:Iteration 33Q (4508.850000 sec): 3 clusters
  Score: Raw -468026.464067 + Penalty 4009.177880 = -464017.286187
  nChanged 32
		SP:Iteration 34Q (4508.860000 sec): 3 clusters
  Score: Raw -468044.565690 + Penalty 4009.177880 = -464035.387811
  nChanged 26
		SP:Iteration 35Q (4508.870000 sec): 3 clusters
  Score: Raw -468060.618280 + Penalty 4009.177880 = -464051.440400
  nChanged 27
		SP:Iteration 36Q (4508.880000 sec): 3 clusters
  Score: Raw -468074.377210 + Penalty 4009.177880 = -464065.199331
  nChanged 21
		SP:Iteration 37Q (4508.890000 sec): 3 clusters
  Score: Raw -468083.811018 + Penalty 4009.177880 = -464074.633138
  nChanged 12
		SP:Iteration 38Q (4508.900000 sec): 3 clusters
  Score: Raw -468090.254376 + Penalty 4009.177880 = -464081.076496
  nChanged 12
		SP:Iteration 39Q (4508.910000 sec): 3 clusters
  Score: Raw -468096.066253 + Penalty 4009.177880 = -464086.888373
  nChanged 15
		SP:Iteration 40F (4508.920000 sec): 3 clusters
  Score: Raw -468103.519192 + Penalty 4009.177880 = -464094.341312
  nChanged 15
		SP:Iteration 41Q (4508.930000 sec): 3 clusters
  Score: Raw -468110.549282 + Penalty 4009.177880 = -464101.371403
  nChanged 16
		SP:Iteration 42Q (4508.940000 sec): 3 clusters
  Score: Raw -468118.573037 + Penalty 4009.177880 = -464109.395157
  nChanged 13
		SP:Iteration 43Q (4508.950000 sec): 3 clusters
  Score: Raw -468123.628592 + Penalty 4009.177880 = -464114.450712
  nChanged 13
		SP:Iteration 44Q (4508.960000 sec): 3 clusters
  Score: Raw -468128.932492 + Penalty 4009.177880 = -464119.754612
  nChanged 6
		SP:Iteration 45Q (4508.970000 sec): 3 clusters
  Score: Raw -468130.685380 + Penalty 4009.177880 = -464121.507501
  nChanged 5
		SP:Iteration 46Q (4508.980000 sec): 3 clusters
  Score: Raw -468132.653409 + Penalty 4009.177880 = -464123.475529
  nChanged 8
		SP:Iteration 47Q (4508.990000 sec): 3 clusters
  Score: Raw -468135.319159 + Penalty 4009.177880 = -464126.141279
  nChanged 2
		SP:Iteration 48Q (4509.000000 sec): 3 clusters
  Score: Raw -468135.791604 + Penalty 4009.177880 = -464126.613724
  nChanged 2
		SP:Iteration 49Q (4509.010000 sec): 3 clusters
  Score: Raw -468137.364405 + Penalty 4009.177880 = -464128.186525
  nChanged 2
		SP:Iteration 50Q (4509.020000 sec): 3 clusters
  Score: Raw -468138.521155 + Penalty 4009.177880 = -464129.343276
  nChanged 3
		SP:Iteration 51Q (4509.030000 sec): 3 clusters
  Score: Raw -468139.677625 + Penalty 4009.177880 = -464130.499745
  nChanged 3
		SP:Iteration 52Q (4509.040000 sec): 3 clusters
  Score: Raw -468140.341134 + Penalty 4009.177880 = -464131.163254
  nChanged 0
		SP:Iteration 53F (4509.060000 sec): 3 clusters
  Score: Raw -468140.341134 + Penalty 4009.177880 = -464131.163254
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4509.060000 sec): 2 clusters
  Score: Raw -126649.122636 + Penalty 1674.273164 = -124974.849472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4509.060000 sec): 3 clusters
  Score: Raw -126494.782935 + Penalty 3348.546329 = -123146.236607
  nChanged 183
		SP:Iteration 1F (4509.070000 sec): 3 clusters
  Score: Raw -126722.586382 + Penalty 3348.546329 = -123374.040053
  nChanged 46
		SP:Iteration 2F (4509.070000 sec): 3 clusters
  Score: Raw -126785.704028 + Penalty 3348.546329 = -123437.157699
  nChanged 23
		SP:Iteration 3Q (4509.070000 sec): 3 clusters
  Score: Raw -126824.290567 + Penalty 3348.546329 = -123475.744238
  nChanged 11
		SP:Iteration 4Q (4509.080000 sec): 3 clusters
  Score: Raw -126841.240612 + Penalty 3348.546329 = -123492.694283
  nChanged 9
		SP:Iteration 5Q (4509.080000 sec): 3 clusters
  Score: Raw -126852.010663 + Penalty 3348.546329 = -123503.464335
  nChanged 2
		SP:Iteration 6Q (4509.080000 sec): 3 clusters
  Score: Raw -126854.666692 + Penalty 3348.546329 = -123506.120364
  nChanged 1
		SP:Iteration 7Q (4509.080000 sec): 3 clusters
  Score: Raw -126855.759574 + Penalty 3348.546329 = -123507.213246
  nChanged 1
		SP:Iteration 8Q (4509.090000 sec): 3 clusters
  Score: Raw -126857.445204 + Penalty 3348.546329 = -123508.898876
  nChanged 1
		SP:Iteration 9Q (4509.090000 sec): 3 clusters
  Score: Raw -126858.031440 + Penalty 3348.546329 = -123509.485112
  nChanged 0
		SP:Iteration 10F (4509.100000 sec): 3 clusters
  Score: Raw -126858.031440 + Penalty 3348.546329 = -123509.485112
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (2373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4509.100000 sec): 2 clusters
  Score: Raw -277845.349964 + Penalty 1927.433744 = -275917.916221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4509.110000 sec): 3 clusters
  Score: Raw -277224.194577 + Penalty 3854.867487 = -273369.327090
  nChanged 892
		SP:Iteration 1F (4509.120000 sec): 3 clusters
  Score: Raw -281033.805491 + Penalty 3854.867487 = -277178.938004
  nChanged 365
		SP:Iteration 2F (4509.130000 sec): 3 clusters
  Score: Raw -284455.813033 + Penalty 3854.867487 = -280600.945545
  nChanged 271
		SP:Iteration 3F (4509.140000 sec): 3 clusters
  Score: Raw -286177.106058 + Penalty 3854.867487 = -282322.238571
  nChanged 184
		SP:Iteration 4F (4509.150000 sec): 3 clusters
  Score: Raw -287708.193891 + Penalty 3854.867487 = -283853.326404
  nChanged 110
		SP:Iteration 5Q (4509.150000 sec): 3 clusters
  Score: Raw -289277.133377 + Penalty 3854.867487 = -285422.265890
  nChanged 52
		SP:Iteration 6Q (4509.160000 sec): 3 clusters
  Score: Raw -291087.619053 + Penalty 3854.867487 = -287232.751565
  nChanged 25
		SP:Iteration 7Q (4509.160000 sec): 3 clusters
  Score: Raw -292505.421666 + Penalty 3854.867487 = -288650.554178
  nChanged 21
		SP:Iteration 8Q (4509.170000 sec): 3 clusters
  Score: Raw -292597.613700 + Penalty 3854.867487 = -288742.746212
  nChanged 11
		SP:Iteration 9Q (4509.180000 sec): 3 clusters
  Score: Raw -292654.563336 + Penalty 3854.867487 = -288799.695848
  nChanged 8
		SP:Iteration 10Q (4509.180000 sec): 3 clusters
  Score: Raw -292684.016263 + Penalty 3854.867487 = -288829.148776
  nChanged 3
		SP:Iteration 11Q (4509.190000 sec): 3 clusters
  Score: Raw -292685.445952 + Penalty 3854.867487 = -288830.578465
  nChanged 0
		SP:Iteration 12F (4509.200000 sec): 3 clusters
  Score: Raw -292924.836876 + Penalty 3854.867487 = -289069.969389
  nChanged 62
		SP:Iteration 13Q (4509.200000 sec): 3 clusters
  Score: Raw -293615.500036 + Penalty 3854.867487 = -289760.632549
  nChanged 38
		SP:Iteration 14Q (4509.210000 sec): 3 clusters
  Score: Raw -293955.172244 + Penalty 3854.867487 = -290100.304757
  nChanged 6
		SP:Iteration 15Q (4509.220000 sec): 3 clusters
  Score: Raw -293987.988425 + Penalty 3854.867487 = -290133.120938
  nChanged 2
		SP:Iteration 16Q (4509.220000 sec): 3 clusters
  Score: Raw -293990.785147 + Penalty 3854.867487 = -290135.917660
  nChanged 0
		SP:Iteration 17F (4509.230000 sec): 3 clusters
  Score: Raw -294028.011367 + Penalty 3854.867487 = -290173.143880
  nChanged 10
		SP:Iteration 18Q (4509.240000 sec): 3 clusters
  Score: Raw -294095.102583 + Penalty 3854.867487 = -290240.235096
  nChanged 12
		SP:Iteration 19Q (4509.240000 sec): 3 clusters
  Score: Raw -294213.818689 + Penalty 3854.867487 = -290358.951201
  nChanged 11
		SP:Iteration 20F (4509.250000 sec): 3 clusters
  Score: Raw -294478.273308 + Penalty 3854.867487 = -290623.405821
  nChanged 31
		SP:Iteration 21Q (4509.260000 sec): 3 clusters
  Score: Raw -295546.755419 + Penalty 3854.867487 = -291691.887932
  nChanged 9
		SP:Iteration 22Q (4509.260000 sec): 3 clusters
  Score: Raw -297202.760678 + Penalty 3854.867487 = -293347.893190
  nChanged 0
		SP:Iteration 23F (4509.270000 sec): 3 clusters
  Score: Raw -297202.760678 + Penalty 3854.867487 = -293347.893190
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 28.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4509.320000 sec): 2 clusters
  Score: Raw -1987856.734643 + Penalty 2355.484765 = -1985501.249878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4509.370000 sec): 3 clusters
  Score: Raw -1980571.747515 + Penalty 4710.969530 = -1975860.777985
  nChanged 5577
		SP:Iteration 1F (4509.420000 sec): 3 clusters
  Score: Raw -1983489.497657 + Penalty 4710.969530 = -1978778.528127
  nChanged 791
		SP:Iteration 2F (4509.470000 sec): 3 clusters
  Score: Raw -1983805.365909 + Penalty 4710.969530 = -1979094.396379
  nChanged 597
		SP:Iteration 3Q (4509.520000 sec): 3 clusters
  Score: Raw -1984013.286099 + Penalty 4710.969530 = -1979302.316570
  nChanged 481
		SP:Iteration 4Q (4509.570000 sec): 3 clusters
  Score: Raw -1984173.969729 + Penalty 4710.969530 = -1979463.000199
  nChanged 467
		SP:Iteration 5Q (4509.620000 sec): 3 clusters
  Score: Raw -1984341.954729 + Penalty 4710.969530 = -1979630.985199
  nChanged 419
		SP:Iteration 6Q (4509.660000 sec): 3 clusters
  Score: Raw -1984497.918945 + Penalty 4710.969530 = -1979786.949415
  nChanged 415
		SP:Iteration 7Q (4509.720000 sec): 3 clusters
  Score: Raw -1984665.366280 + Penalty 4710.969530 = -1979954.396751
  nChanged 463
		SP:Iteration 8Q (4509.760000 sec): 3 clusters
  Score: Raw -1984865.946054 + Penalty 4710.969530 = -1980154.976524
  nChanged 497
		SP:Iteration 9Q (4509.810000 sec): 3 clusters
  Score: Raw -1985125.681780 + Penalty 4710.969530 = -1980414.712250
  nChanged 584
		SP:Iteration 10Q (4509.860000 sec): 3 clusters
  Score: Raw -1985473.917757 + Penalty 4710.969530 = -1980762.948227
  nChanged 638
		SP:Iteration 11Q (4509.910000 sec): 3 clusters
  Score: Raw -1985936.530029 + Penalty 4710.969530 = -1981225.560499
  nChanged 676
		SP:Iteration 12F (4509.960000 sec): 3 clusters
  Score: Raw -1986482.763795 + Penalty 4710.969530 = -1981771.794265
  nChanged 601
		SP:Iteration 13Q (4510.010000 sec): 3 clusters
  Score: Raw -1986983.855314 + Penalty 4710.969530 = -1982272.885784
  nChanged 462
		SP:Iteration 14Q (4510.060000 sec): 3 clusters
  Score: Raw -1987397.584950 + Penalty 4710.969530 = -1982686.615420
  nChanged 291
		SP:Iteration 15Q (4510.100000 sec): 3 clusters
  Score: Raw -1987649.635440 + Penalty 4710.969530 = -1982938.665910
  nChanged 176
		SP:Iteration 16Q (4510.140000 sec): 3 clusters
  Score: Raw -1987803.689215 + Penalty 4710.969530 = -1983092.719685
  nChanged 118
		SP:Iteration 17Q (4510.180000 sec): 3 clusters
  Score: Raw -1987906.056644 + Penalty 4710.969530 = -1983195.087115
  nChanged 75
		SP:Iteration 18Q (4510.220000 sec): 3 clusters
  Score: Raw -1987971.800969 + Penalty 4710.969530 = -1983260.831439
  nChanged 56
		SP:Iteration 19Q (4510.260000 sec): 3 clusters
  Score: Raw -1988021.940244 + Penalty 4710.969530 = -1983310.970714
  nChanged 35
		SP:Iteration 20F (4510.310000 sec): 3 clusters
  Score: Raw -1988059.435864 + Penalty 4710.969530 = -1983348.466334
  nChanged 33
		SP:Iteration 21Q (4510.350000 sec): 3 clusters
  Score: Raw -1988091.111348 + Penalty 4710.969530 = -1983380.141818
  nChanged 20
		SP:Iteration 22Q (4510.390000 sec): 3 clusters
  Score: Raw -1988111.207632 + Penalty 4710.969530 = -1983400.238102
  nChanged 11
		SP:Iteration 23Q (4510.420000 sec): 3 clusters
  Score: Raw -1988120.546764 + Penalty 4710.969530 = -1983409.577234
  nChanged 9
		SP:Iteration 24Q (4510.460000 sec): 3 clusters
  Score: Raw -1988127.610384 + Penalty 4710.969530 = -1983416.640854
  nChanged 9
		SP:Iteration 25Q (4510.500000 sec): 3 clusters
  Score: Raw -1988135.546939 + Penalty 4710.969530 = -1983424.577409
  nChanged 7
		SP:Iteration 26Q (4510.540000 sec): 3 clusters
  Score: Raw -1988142.627573 + Penalty 4710.969530 = -1983431.658043
  nChanged 7
		SP:Iteration 27Q (4510.580000 sec): 3 clusters
  Score: Raw -1988148.085652 + Penalty 4710.969530 = -1983437.116122
  nChanged 3
		SP:Iteration 28Q (4510.610000 sec): 3 clusters
  Score: Raw -1988151.242547 + Penalty 4710.969530 = -1983440.273017
  nChanged 6
		SP:Iteration 29Q (4510.650000 sec): 3 clusters
  Score: Raw -1988157.369879 + Penalty 4710.969530 = -1983446.400349
  nChanged 6
		SP:Iteration 30Q (4510.690000 sec): 3 clusters
  Score: Raw -1988163.990345 + Penalty 4710.969530 = -1983453.020815
  nChanged 5
		SP:Iteration 31Q (4510.720000 sec): 3 clusters
  Score: Raw -1988168.379089 + Penalty 4710.969530 = -1983457.409559
  nChanged 5
		SP:Iteration 32Q (4510.760000 sec): 3 clusters
  Score: Raw -1988173.056232 + Penalty 4710.969530 = -1983462.086702
  nChanged 4
		SP:Iteration 33Q (4510.800000 sec): 3 clusters
  Score: Raw -1988175.162936 + Penalty 4710.969530 = -1983464.193406
  nChanged 1
		SP:Iteration 34Q (4510.840000 sec): 3 clusters
  Score: Raw -1988176.215263 + Penalty 4710.969530 = -1983465.245733
  nChanged 1
		SP:Iteration 35Q (4510.870000 sec): 3 clusters
  Score: Raw -1988176.886167 + Penalty 4710.969530 = -1983465.916637
  nChanged 2
		SP:Iteration 36Q (4510.910000 sec): 3 clusters
  Score: Raw -1988178.046397 + Penalty 4710.969530 = -1983467.076867
  nChanged 1
		SP:Iteration 37Q (4510.940000 sec): 3 clusters
  Score: Raw -1988179.057734 + Penalty 4710.969530 = -1983468.088204
  nChanged 0
		SP:Iteration 38F (4510.990000 sec): 3 clusters
  Score: Raw -1988179.057734 + Penalty 4710.969530 = -1983468.088204
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4511.230000 sec): 2 clusters
  Score: Raw -10134667.084527 + Penalty 2764.214698 = -10131902.869828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4511.500000 sec): 3 clusters
  Score: Raw -10090962.569994 + Penalty 5528.429397 = -10085434.140597
  nChanged 32448
		SP:Iteration 1F (4511.760000 sec): 3 clusters
  Score: Raw -10109324.193396 + Penalty 5528.429397 = -10103795.763999
  nChanged 2748
		SP:Iteration 2Q (4512.040000 sec): 3 clusters
  Score: Raw -10110152.741625 + Penalty 5528.429397 = -10104624.312228
  nChanged 2932
		SP:Iteration 3Q (4512.310000 sec): 3 clusters
  Score: Raw -10111181.079857 + Penalty 5528.429397 = -10105652.650460
  nChanged 3431
		SP:Iteration 4Q (4512.590000 sec): 3 clusters
  Score: Raw -10112727.082472 + Penalty 5528.429397 = -10107198.653075
  nChanged 4373
		SP:Iteration 5F (4512.860000 sec): 3 clusters
  Score: Raw -10115300.738314 + Penalty 5528.429397 = -10109772.308917
  nChanged 5267
		SP:Iteration 6F (4513.120000 sec): 3 clusters
  Score: Raw -10119168.545982 + Penalty 5528.429397 = -10113640.116585
  nChanged 5695
		SP:Iteration 7F (4513.390000 sec): 3 clusters
  Score: Raw -10124129.253058 + Penalty 5528.429397 = -10118600.823661
  nChanged 5072
		SP:Iteration 8F (4513.650000 sec): 3 clusters
  Score: Raw -10128909.051656 + Penalty 5528.429397 = -10123380.622259
  nChanged 3448
		SP:Iteration 9Q (4513.920000 sec): 3 clusters
  Score: Raw -10132218.486967 + Penalty 5528.429397 = -10126690.057570
  nChanged 1713
		SP:Iteration 10Q (4514.170000 sec): 3 clusters
  Score: Raw -10133851.052739 + Penalty 5528.429397 = -10128322.623342
  nChanged 674
		SP:Iteration 11Q (4514.400000 sec): 3 clusters
  Score: Raw -10134521.670844 + Penalty 5528.429397 = -10128993.241447
  nChanged 205
		SP:Iteration 12Q (4514.610000 sec): 3 clusters
  Score: Raw -10134760.300084 + Penalty 5528.429397 = -10129231.870687
  nChanged 78
		SP:Iteration 13Q (4514.800000 sec): 3 clusters
  Score: Raw -10134853.927558 + Penalty 5528.429397 = -10129325.498161
  nChanged 34
		SP:Iteration 14Q (4514.990000 sec): 3 clusters
  Score: Raw -10134893.480930 + Penalty 5528.429397 = -10129365.051533
  nChanged 15
		SP:Iteration 15Q (4515.180000 sec): 3 clusters
  Score: Raw -10134917.154391 + Penalty 5528.429397 = -10129388.724994
  nChanged 6
		SP:Iteration 16Q (4515.370000 sec): 3 clusters
  Score: Raw -10134926.019097 + Penalty 5528.429397 = -10129397.589700
  nChanged 3
		SP:Iteration 17Q (4515.560000 sec): 3 clusters
  Score: Raw -10134928.998549 + Penalty 5528.429397 = -10129400.569152
  nChanged 0
		SP:Iteration 18F (4515.820000 sec): 3 clusters
  Score: Raw -10134928.998549 + Penalty 5528.429397 = -10129400.569152
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4515.870000 sec): 2 clusters
  Score: Raw -399260.942950 + Penalty 1970.146098 = -397290.796853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4515.880000 sec): 3 clusters
  Score: Raw -398107.885620 + Penalty 3940.292196 = -394167.593425
  nChanged 958
		SP:Iteration 1F (4515.890000 sec): 3 clusters
  Score: Raw -398689.485599 + Penalty 3940.292196 = -394749.193403
  nChanged 179
		SP:Iteration 2F (4515.900000 sec): 3 clusters
  Score: Raw -398818.322298 + Penalty 3940.292196 = -394878.030102
  nChanged 102
		SP:Iteration 3Q (4515.910000 sec): 3 clusters
  Score: Raw -398885.250442 + Penalty 3940.292196 = -394944.958246
  nChanged 87
		SP:Iteration 4Q (4515.920000 sec): 3 clusters
  Score: Raw -398944.651199 + Penalty 3940.292196 = -395004.359003
  nChanged 76
		SP:Iteration 5Q (4515.930000 sec): 3 clusters
  Score: Raw -399013.203215 + Penalty 3940.292196 = -395072.911019
  nChanged 60
		SP:Iteration 6Q (4515.940000 sec): 3 clusters
  Score: Raw -399061.414474 + Penalty 3940.292196 = -395121.122278
  nChanged 53
		SP:Iteration 7Q (4515.950000 sec): 3 clusters
  Score: Raw -399099.795109 + Penalty 3940.292196 = -395159.502913
  nChanged 50
		SP:Iteration 8Q (4515.960000 sec): 3 clusters
  Score: Raw -399124.841277 + Penalty 3940.292196 = -395184.549082
  nChanged 29
		SP:Iteration 9Q (4515.970000 sec): 3 clusters
  Score: Raw -399142.723661 + Penalty 3940.292196 = -395202.431466
  nChanged 30
		SP:Iteration 10Q (4515.980000 sec): 3 clusters
  Score: Raw -399161.349600 + Penalty 3940.292196 = -395221.057404
  nChanged 25
		SP:Iteration 11Q (4515.990000 sec): 3 clusters
  Score: Raw -399175.442753 + Penalty 3940.292196 = -395235.150558
  nChanged 22
		SP:Iteration 12Q (4516.000000 sec): 3 clusters
  Score: Raw -399185.146677 + Penalty 3940.292196 = -395244.854482
  nChanged 11
		SP:Iteration 13Q (4516.010000 sec): 3 clusters
  Score: Raw -399189.299163 + Penalty 3940.292196 = -395249.006967
  nChanged 8
		SP:Iteration 14Q (4516.020000 sec): 3 clusters
  Score: Raw -399191.958685 + Penalty 3940.292196 = -395251.666490
  nChanged 3
		SP:Iteration 15Q (4516.030000 sec): 3 clusters
  Score: Raw -399193.267527 + Penalty 3940.292196 = -395252.975331
  nChanged 3
		SP:Iteration 16Q (4516.040000 sec): 3 clusters
  Score: Raw -399194.233029 + Penalty 3940.292196 = -395253.940834
  nChanged 2
		SP:Iteration 17Q (4516.050000 sec): 3 clusters
  Score: Raw -399194.965772 + Penalty 3940.292196 = -395254.673577
  nChanged 3
		SP:Iteration 18Q (4516.060000 sec): 3 clusters
  Score: Raw -399195.429793 + Penalty 3940.292196 = -395255.137598
  nChanged 2
		SP:Iteration 19Q (4516.070000 sec): 3 clusters
  Score: Raw -399196.487189 + Penalty 3940.292196 = -395256.194994
  nChanged 5
		SP:Iteration 20F (4516.080000 sec): 3 clusters
  Score: Raw -399198.785175 + Penalty 3940.292196 = -395258.492979
  nChanged 4
		SP:Iteration 21Q (4516.090000 sec): 3 clusters
  Score: Raw -399200.224530 + Penalty 3940.292196 = -395259.932334
  nChanged 2
		SP:Iteration 22Q (4516.100000 sec): 3 clusters
  Score: Raw -399200.857592 + Penalty 3940.292196 = -395260.565396
  nChanged 1
		SP:Iteration 23Q (4516.120000 sec): 3 clusters
  Score: Raw -399201.181856 + Penalty 3940.292196 = -395260.889661
  nChanged 0
		SP:Iteration 24F (4516.120000 sec): 3 clusters
  Score: Raw -399201.181856 + Penalty 3940.292196 = -395260.889661
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4516.130000 sec): 2 clusters
  Score: Raw -169290.392425 + Penalty 1747.352591 = -167543.039834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4516.140000 sec): 3 clusters
  Score: Raw -168962.277559 + Penalty 3494.705182 = -165467.572377
  nChanged 333
		SP:Iteration 1F (4516.140000 sec): 3 clusters
  Score: Raw -169274.511416 + Penalty 3494.705182 = -165779.806234
  nChanged 68
		SP:Iteration 2F (4516.140000 sec): 3 clusters
  Score: Raw -169350.402985 + Penalty 3494.705182 = -165855.697802
  nChanged 35
		SP:Iteration 3Q (4516.150000 sec): 3 clusters
  Score: Raw -169401.691568 + Penalty 3494.705182 = -165906.986386
  nChanged 27
		SP:Iteration 4Q (4516.150000 sec): 3 clusters
  Score: Raw -169434.697753 + Penalty 3494.705182 = -165939.992571
  nChanged 15
		SP:Iteration 5Q (4516.160000 sec): 3 clusters
  Score: Raw -169453.257785 + Penalty 3494.705182 = -165958.552603
  nChanged 12
		SP:Iteration 6Q (4516.160000 sec): 3 clusters
  Score: Raw -169466.116174 + Penalty 3494.705182 = -165971.410992
  nChanged 11
		SP:Iteration 7Q (4516.160000 sec): 3 clusters
  Score: Raw -169477.278148 + Penalty 3494.705182 = -165982.572966
  nChanged 6
		SP:Iteration 8Q (4516.170000 sec): 3 clusters
  Score: Raw -169483.301837 + Penalty 3494.705182 = -165988.596655
  nChanged 3
		SP:Iteration 9Q (4516.170000 sec): 3 clusters
  Score: Raw -169485.437468 + Penalty 3494.705182 = -165990.732286
  nChanged 1
		SP:Iteration 10Q (4516.180000 sec): 3 clusters
  Score: Raw -169485.861716 + Penalty 3494.705182 = -165991.156534
  nChanged 1
		SP:Iteration 11Q (4516.180000 sec): 3 clusters
  Score: Raw -169486.347307 + Penalty 3494.705182 = -165991.642125
  nChanged 1
		SP:Iteration 12Q (4516.180000 sec): 3 clusters
  Score: Raw -169487.592295 + Penalty 3494.705182 = -165992.887113
  nChanged 1
		SP:Iteration 13Q (4516.190000 sec): 3 clusters
  Score: Raw -169488.324907 + Penalty 3494.705182 = -165993.619724
  nChanged 1
		SP:Iteration 14Q (4516.190000 sec): 3 clusters
  Score: Raw -169488.752879 + Penalty 3494.705182 = -165994.047697
  nChanged 0
		SP:Iteration 15F (4516.200000 sec): 3 clusters
  Score: Raw -169488.752879 + Penalty 3494.705182 = -165994.047697
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4516.200000 sec): 2 clusters
  Score: Raw -262709.167841 + Penalty 1870.205809 = -260838.962032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4516.210000 sec): 3 clusters
  Score: Raw -262251.210727 + Penalty 3740.411618 = -258510.799110
  nChanged 619
		SP:Iteration 1F (4516.220000 sec): 3 clusters
  Score: Raw -263162.517191 + Penalty 3740.411618 = -259422.105574
  nChanged 259
		SP:Iteration 2F (4516.220000 sec): 3 clusters
  Score: Raw -263721.415909 + Penalty 3740.411618 = -259981.004291
  nChanged 189
		SP:Iteration 3F (4516.230000 sec): 3 clusters
  Score: Raw -264042.867809 + Penalty 3740.411618 = -260302.456191
  nChanged 108
		SP:Iteration 4F (4516.240000 sec): 3 clusters
  Score: Raw -264228.807197 + Penalty 3740.411618 = -260488.395579
  nChanged 64
		SP:Iteration 5Q (4516.240000 sec): 3 clusters
  Score: Raw -264332.331203 + Penalty 3740.411618 = -260591.919585
  nChanged 38
		SP:Iteration 6Q (4516.250000 sec): 3 clusters
  Score: Raw -264392.618658 + Penalty 3740.411618 = -260652.207041
  nChanged 13
		SP:Iteration 7Q (4516.260000 sec): 3 clusters
  Score: Raw -264412.583402 + Penalty 3740.411618 = -260672.171784
  nChanged 14
		SP:Iteration 8Q (4516.260000 sec): 3 clusters
  Score: Raw -264436.119709 + Penalty 3740.411618 = -260695.708091
  nChanged 7
		SP:Iteration 9Q (4516.270000 sec): 3 clusters
  Score: Raw -264444.302805 + Penalty 3740.411618 = -260703.891187
  nChanged 6
		SP:Iteration 10Q (4516.270000 sec): 3 clusters
  Score: Raw -264448.373853 + Penalty 3740.411618 = -260707.962235
  nChanged 4
		SP:Iteration 11Q (4516.280000 sec): 3 clusters
  Score: Raw -264452.767153 + Penalty 3740.411618 = -260712.355535
  nChanged 2
		SP:Iteration 12Q (4516.280000 sec): 3 clusters
  Score: Raw -264454.422847 + Penalty 3740.411618 = -260714.011229
  nChanged 1
		SP:Iteration 13Q (4516.290000 sec): 3 clusters
  Score: Raw -264456.485695 + Penalty 3740.411618 = -260716.074077
  nChanged 4
		SP:Iteration 14Q (4516.300000 sec): 3 clusters
  Score: Raw -264462.668898 + Penalty 3740.411618 = -260722.257280
  nChanged 4
		SP:Iteration 15Q (4516.300000 sec): 3 clusters
  Score: Raw -264466.852509 + Penalty 3740.411618 = -260726.440891
  nChanged 0
		SP:Iteration 16F (4516.310000 sec): 3 clusters
  Score: Raw -264466.852509 + Penalty 3740.411618 = -260726.440891
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (14119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4516.360000 sec): 2 clusters
  Score: Raw -2152044.699551 + Penalty 2369.708618 = -2149674.990933
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4516.410000 sec): 3 clusters
  Score: Raw -2144059.649413 + Penalty 4739.417237 = -2139320.232176
  nChanged 6052
		SP:Iteration 1F (4516.460000 sec): 3 clusters
  Score: Raw -2147143.773670 + Penalty 4739.417237 = -2142404.356434
  nChanged 738
		SP:Iteration 2F (4516.520000 sec): 3 clusters
  Score: Raw -2147421.041297 + Penalty 4739.417237 = -2142681.624060
  nChanged 632
		SP:Iteration 3Q (4516.570000 sec): 3 clusters
  Score: Raw -2147640.141404 + Penalty 4739.417237 = -2142900.724167
  nChanged 553
		SP:Iteration 4Q (4516.620000 sec): 3 clusters
  Score: Raw -2147819.651867 + Penalty 4739.417237 = -2143080.234630
  nChanged 501
		SP:Iteration 5Q (4516.670000 sec): 3 clusters
  Score: Raw -2147985.674952 + Penalty 4739.417237 = -2143246.257716
  nChanged 454
		SP:Iteration 6Q (4516.720000 sec): 3 clusters
  Score: Raw -2148142.345449 + Penalty 4739.417237 = -2143402.928213
  nChanged 432
		SP:Iteration 7Q (4516.780000 sec): 3 clusters
  Score: Raw -2148295.321772 + Penalty 4739.417237 = -2143555.904535
  nChanged 434
		SP:Iteration 8Q (4516.830000 sec): 3 clusters
  Score: Raw -2148455.341447 + Penalty 4739.417237 = -2143715.924210
  nChanged 427
		SP:Iteration 9Q (4516.880000 sec): 3 clusters
  Score: Raw -2148638.284381 + Penalty 4739.417237 = -2143898.867144
  nChanged 513
		SP:Iteration 10Q (4516.930000 sec): 3 clusters
  Score: Raw -2148883.179293 + Penalty 4739.417237 = -2144143.762056
  nChanged 597
		SP:Iteration 11Q (4516.980000 sec): 3 clusters
  Score: Raw -2149221.391557 + Penalty 4739.417237 = -2144481.974320
  nChanged 661
		SP:Iteration 12Q (4517.040000 sec): 3 clusters
  Score: Raw -2149662.786635 + Penalty 4739.417237 = -2144923.369398
  nChanged 731
		SP:Iteration 13F (4517.090000 sec): 3 clusters
  Score: Raw -2150237.570133 + Penalty 4739.417237 = -2145498.152896
  nChanged 715
		SP:Iteration 14F (4517.140000 sec): 3 clusters
  Score: Raw -2150856.239905 + Penalty 4739.417237 = -2146116.822669
  nChanged 601
		SP:Iteration 15Q (4517.190000 sec): 3 clusters
  Score: Raw -2151393.609716 + Penalty 4739.417237 = -2146654.192479
  nChanged 469
		SP:Iteration 16Q (4517.240000 sec): 3 clusters
  Score: Raw -2151801.922994 + Penalty 4739.417237 = -2147062.505757
  nChanged 326
		SP:Iteration 17Q (4517.290000 sec): 3 clusters
  Score: Raw -2152053.100525 + Penalty 4739.417237 = -2147313.683288
  nChanged 209
		SP:Iteration 18Q (4517.330000 sec): 3 clusters
  Score: Raw -2152220.186716 + Penalty 4739.417237 = -2147480.769480
  nChanged 131
		SP:Iteration 19Q (4517.380000 sec): 3 clusters
  Score: Raw -2152311.061250 + Penalty 4739.417237 = -2147571.644014
  nChanged 81
		SP:Iteration 20F (4517.430000 sec): 3 clusters
  Score: Raw -2152373.856914 + Penalty 4739.417237 = -2147634.439677
  nChanged 54
		SP:Iteration 21Q (4517.470000 sec): 3 clusters
  Score: Raw -2152412.172615 + Penalty 4739.417237 = -2147672.755378
  nChanged 29
		SP:Iteration 22Q (4517.520000 sec): 3 clusters
  Score: Raw -2152432.124557 + Penalty 4739.417237 = -2147692.707320
  nChanged 30
		SP:Iteration 23Q (4517.560000 sec): 3 clusters
  Score: Raw -2152452.672722 + Penalty 4739.417237 = -2147713.255485
  nChanged 18
		SP:Iteration 24Q (4517.600000 sec): 3 clusters
  Score: Raw -2152466.179837 + Penalty 4739.417237 = -2147726.762600
  nChanged 15
		SP:Iteration 25Q (4517.640000 sec): 3 clusters
  Score: Raw -2152476.132340 + Penalty 4739.417237 = -2147736.715104
  nChanged 16
		SP:Iteration 26Q (4517.680000 sec): 3 clusters
  Score: Raw -2152488.903870 + Penalty 4739.417237 = -2147749.486633
  nChanged 13
		SP:Iteration 27Q (4517.720000 sec): 3 clusters
  Score: Raw -2152496.475543 + Penalty 4739.417237 = -2147757.058306
  nChanged 12
		SP:Iteration 28Q (4517.760000 sec): 3 clusters
  Score: Raw -2152503.325612 + Penalty 4739.417237 = -2147763.908375
  nChanged 6
		SP:Iteration 29Q (4517.800000 sec): 3 clusters
  Score: Raw -2152506.906843 + Penalty 4739.417237 = -2147767.489607
  nChanged 6
		SP:Iteration 30Q (4517.840000 sec): 3 clusters
  Score: Raw -2152511.633418 + Penalty 4739.417237 = -2147772.216182
  nChanged 3
		SP:Iteration 31Q (4517.880000 sec): 3 clusters
  Score: Raw -2152513.525135 + Penalty 4739.417237 = -2147774.107899
  nChanged 1
		SP:Iteration 32Q (4517.920000 sec): 3 clusters
  Score: Raw -2152513.799544 + Penalty 4739.417237 = -2147774.382307
  nChanged 0
		SP:Iteration 33F (4517.970000 sec): 3 clusters
  Score: Raw -2152513.799544 + Penalty 4739.417237 = -2147774.382307
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4518.020000 sec): 2 clusters
  Score: Raw -1978234.382382 + Penalty 2368.670113 = -1975865.712269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4518.070000 sec): 3 clusters
  Score: Raw -1970379.798640 + Penalty 4737.340226 = -1965642.458414
  nChanged 6006
		SP:Iteration 1F (4518.120000 sec): 3 clusters
  Score: Raw -1973560.098660 + Penalty 4737.340226 = -1968822.758434
  nChanged 900
		SP:Iteration 2F (4518.180000 sec): 3 clusters
  Score: Raw -1973992.043187 + Penalty 4737.340226 = -1969254.702961
  nChanged 746
		SP:Iteration 3F (4518.230000 sec): 3 clusters
  Score: Raw -1974306.082431 + Penalty 4737.340226 = -1969568.742205
  nChanged 656
		SP:Iteration 4Q (4518.280000 sec): 3 clusters
  Score: Raw -1974615.696689 + Penalty 4737.340226 = -1969878.356463
  nChanged 670
		SP:Iteration 5Q (4518.330000 sec): 3 clusters
  Score: Raw -1974990.974845 + Penalty 4737.340226 = -1970253.634619
  nChanged 701
		SP:Iteration 6Q (4518.380000 sec): 3 clusters
  Score: Raw -1975429.593822 + Penalty 4737.340226 = -1970692.253596
  nChanged 735
		SP:Iteration 7F (4518.440000 sec): 3 clusters
  Score: Raw -1975933.439908 + Penalty 4737.340226 = -1971196.099682
  nChanged 722
		SP:Iteration 8F (4518.490000 sec): 3 clusters
  Score: Raw -1976434.143002 + Penalty 4737.340226 = -1971696.802776
  nChanged 643
		SP:Iteration 9Q (4518.540000 sec): 3 clusters
  Score: Raw -1976869.219056 + Penalty 4737.340226 = -1972131.878830
  nChanged 552
		SP:Iteration 10Q (4518.590000 sec): 3 clusters
  Score: Raw -1977236.061655 + Penalty 4737.340226 = -1972498.721429
  nChanged 468
		SP:Iteration 11Q (4518.650000 sec): 3 clusters
  Score: Raw -1977516.195754 + Penalty 4737.340226 = -1972778.855528
  nChanged 390
		SP:Iteration 12Q (4518.690000 sec): 3 clusters
  Score: Raw -1977795.185855 + Penalty 4737.340226 = -1973057.845629
  nChanged 346
		SP:Iteration 13Q (4518.750000 sec): 3 clusters
  Score: Raw -1978027.938274 + Penalty 4737.340226 = -1973290.598048
  nChanged 286
		SP:Iteration 14Q (4518.790000 sec): 3 clusters
  Score: Raw -1978205.728762 + Penalty 4737.340226 = -1973468.388536
  nChanged 224
		SP:Iteration 15Q (4518.840000 sec): 3 clusters
  Score: Raw -1978318.525213 + Penalty 4737.340226 = -1973581.184987
  nChanged 147
		SP:Iteration 16Q (4518.890000 sec): 3 clusters
  Score: Raw -1978389.942041 + Penalty 4737.340226 = -1973652.601815
  nChanged 135
		SP:Iteration 17Q (4518.930000 sec): 3 clusters
  Score: Raw -1978449.611849 + Penalty 4737.340226 = -1973712.271623
  nChanged 127
		SP:Iteration 18Q (4518.980000 sec): 3 clusters
  Score: Raw -1978501.824597 + Penalty 4737.340226 = -1973764.484371
  nChanged 87
		SP:Iteration 19Q (4519.030000 sec): 3 clusters
  Score: Raw -1978533.687437 + Penalty 4737.340226 = -1973796.347211
  nChanged 69
		SP:Iteration 20F (4519.080000 sec): 3 clusters
  Score: Raw -1978555.275417 + Penalty 4737.340226 = -1973817.935191
  nChanged 57
		SP:Iteration 21Q (4519.130000 sec): 3 clusters
  Score: Raw -1978574.048599 + Penalty 4737.340226 = -1973836.708372
  nChanged 60
		SP:Iteration 22Q (4519.170000 sec): 3 clusters
  Score: Raw -1978595.229343 + Penalty 4737.340226 = -1973857.889117
  nChanged 57
		SP:Iteration 23Q (4519.210000 sec): 3 clusters
  Score: Raw -1978612.942372 + Penalty 4737.340226 = -1973875.602146
  nChanged 47
		SP:Iteration 24Q (4519.260000 sec): 3 clusters
  Score: Raw -1978623.774842 + Penalty 4737.340226 = -1973886.434616
  nChanged 29
		SP:Iteration 25Q (4519.310000 sec): 3 clusters
  Score: Raw -1978629.758920 + Penalty 4737.340226 = -1973892.418694
  nChanged 24
		SP:Iteration 26Q (4519.350000 sec): 3 clusters
  Score: Raw -1978633.616064 + Penalty 4737.340226 = -1973896.275838
  nChanged 11
		SP:Iteration 27Q (4519.400000 sec): 3 clusters
  Score: Raw -1978635.193531 + Penalty 4737.340226 = -1973897.853305
  nChanged 8
		SP:Iteration 28Q (4519.440000 sec): 3 clusters
  Score: Raw -1978636.541156 + Penalty 4737.340226 = -1973899.200930
  nChanged 8
		SP:Iteration 29Q (4519.490000 sec): 3 clusters
  Score: Raw -1978638.090653 + Penalty 4737.340226 = -1973900.750427
  nChanged 7
		SP:Iteration 30Q (4519.530000 sec): 3 clusters
  Score: Raw -1978639.141174 + Penalty 4737.340226 = -1973901.800948
  nChanged 7
		SP:Iteration 31Q (4519.570000 sec): 3 clusters
  Score: Raw -1978640.253763 + Penalty 4737.340226 = -1973902.913537
  nChanged 4
		SP:Iteration 32Q (4519.620000 sec): 3 clusters
  Score: Raw -1978640.844539 + Penalty 4737.340226 = -1973903.504313
  nChanged 7
		SP:Iteration 33Q (4519.670000 sec): 3 clusters
  Score: Raw -1978642.003350 + Penalty 4737.340226 = -1973904.663124
  nChanged 7
		SP:Iteration 34Q (4519.710000 sec): 3 clusters
  Score: Raw -1978642.761617 + Penalty 4737.340226 = -1973905.421391
  nChanged 4
		SP:Iteration 35Q (4519.750000 sec): 3 clusters
  Score: Raw -1978643.624584 + Penalty 4737.340226 = -1973906.284358
  nChanged 4
		SP:Iteration 36Q (4519.800000 sec): 3 clusters
  Score: Raw -1978644.136253 + Penalty 4737.340226 = -1973906.796027
  nChanged 1
		SP:Iteration 37Q (4519.840000 sec): 3 clusters
  Score: Raw -1978644.331200 + Penalty 4737.340226 = -1973906.990974
  nChanged 1
		SP:Iteration 38Q (4519.890000 sec): 3 clusters
  Score: Raw -1978644.582635 + Penalty 4737.340226 = -1973907.242409
  nChanged 1
		SP:Iteration 39Q (4519.930000 sec): 3 clusters
  Score: Raw -1978644.732239 + Penalty 4737.340226 = -1973907.392013
  nChanged 2
		SP:Iteration 40F (4519.980000 sec): 3 clusters
  Score: Raw -1978644.980450 + Penalty 4737.340226 = -1973907.640224
  nChanged 1
		SP:Iteration 41Q (4520.030000 sec): 3 clusters
  Score: Raw -1978645.108797 + Penalty 4737.340226 = -1973907.768571
  nChanged 1
		SP:Iteration 42Q (4520.070000 sec): 3 clusters
  Score: Raw -1978645.306317 + Penalty 4737.340226 = -1973907.966091
  nChanged 1
		SP:Iteration 43Q (4520.110000 sec): 3 clusters
  Score: Raw -1978645.673516 + Penalty 4737.340226 = -1973908.333290
  nChanged 1
		SP:Iteration 44Q (4520.160000 sec): 3 clusters
  Score: Raw -1978645.956102 + Penalty 4737.340226 = -1973908.615876
  nChanged 1
		SP:Iteration 45Q (4520.200000 sec): 3 clusters
  Score: Raw -1978646.033137 + Penalty 4737.340226 = -1973908.692911
  nChanged 0
		SP:Iteration 46F (4520.250000 sec): 3 clusters
  Score: Raw -1978646.033137 + Penalty 4737.340226 = -1973908.692911
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4520.270000 sec): 2 clusters
  Score: Raw -102555.736499 + Penalty 1634.735086 = -100921.001414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4520.270000 sec): 3 clusters
  Score: Raw -102510.690480 + Penalty 3269.470171 = -99241.220309
  nChanged 182
		SP:Iteration 1F (4520.270000 sec): 3 clusters
  Score: Raw -102745.549109 + Penalty 3269.470171 = -99476.078938
  nChanged 37
		SP:Iteration 2F (4520.270000 sec): 3 clusters
  Score: Raw -102804.596006 + Penalty 3269.470171 = -99535.125835
  nChanged 27
		SP:Iteration 3Q (4520.270000 sec): 3 clusters
  Score: Raw -102873.991840 + Penalty 3269.470171 = -99604.521669
  nChanged 33
		SP:Iteration 4Q (4520.280000 sec): 3 clusters
  Score: Raw -102969.110065 + Penalty 3269.470171 = -99699.639894
  nChanged 34
		SP:Iteration 5Q (4520.280000 sec): 3 clusters
  Score: Raw -103135.737570 + Penalty 3269.470171 = -99866.267399
  nChanged 51
		SP:Iteration 6F (4520.280000 sec): 3 clusters
  Score: Raw -103465.390449 + Penalty 3269.470171 = -100195.920278
  nChanged 75
		SP:Iteration 7F (4520.290000 sec): 3 clusters
  Score: Raw -103810.503349 + Penalty 3269.470171 = -100541.033178
  nChanged 55
		SP:Iteration 8F (4520.290000 sec): 3 clusters
  Score: Raw -104108.283932 + Penalty 3269.470171 = -100838.813761
  nChanged 30
		SP:Iteration 9Q (4520.290000 sec): 3 clusters
  Score: Raw -104329.905004 + Penalty 3269.470171 = -101060.434833
  nChanged 24
		SP:Iteration 10Q (4520.290000 sec): 3 clusters
  Score: Raw -104524.565695 + Penalty 3269.470171 = -101255.095524
  nChanged 18
		SP:Iteration 11Q (4520.290000 sec): 3 clusters
  Score: Raw -104645.132712 + Penalty 3269.470171 = -101375.662541
  nChanged 16
		SP:Iteration 12Q (4520.300000 sec): 3 clusters
  Score: Raw -104753.504933 + Penalty 3269.470171 = -101484.034762
  nChanged 15
		SP:Iteration 13Q (4520.300000 sec): 3 clusters
  Score: Raw -104815.737452 + Penalty 3269.470171 = -101546.267281
  nChanged 6
		SP:Iteration 14Q (4520.300000 sec): 3 clusters
  Score: Raw -104840.311483 + Penalty 3269.470171 = -101570.841312
  nChanged 6
		SP:Iteration 15Q (4520.300000 sec): 3 clusters
  Score: Raw -104857.591020 + Penalty 3269.470171 = -101588.120849
  nChanged 9
		SP:Iteration 16Q (4520.310000 sec): 3 clusters
  Score: Raw -104890.370829 + Penalty 3269.470171 = -101620.900658
  nChanged 12
		SP:Iteration 17Q (4520.310000 sec): 3 clusters
  Score: Raw -104958.076054 + Penalty 3269.470171 = -101688.605883
  nChanged 13
		SP:Iteration 18Q (4520.310000 sec): 3 clusters
  Score: Raw -105080.117402 + Penalty 3269.470171 = -101810.647231
  nChanged 8
		SP:Iteration 19Q (4520.310000 sec): 3 clusters
  Score: Raw -105155.659056 + Penalty 3269.470171 = -101886.188885
  nChanged 1
		SP:Iteration 20F (4520.310000 sec): 3 clusters
  Score: Raw -105158.232775 + Penalty 3269.470171 = -101888.762604
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 29.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4520.330000 sec): 2 clusters
  Score: Raw -307094.127338 + Penalty 1905.712369 = -305188.414969
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4520.330000 sec): 3 clusters
  Score: Raw -306263.501709 + Penalty 3811.424738 = -302452.076971
  nChanged 731
		SP:Iteration 1F (4520.340000 sec): 3 clusters
  Score: Raw -306707.235967 + Penalty 3811.424738 = -302895.811229
  nChanged 136
		SP:Iteration 2F (4520.350000 sec): 3 clusters
  Score: Raw -306813.253939 + Penalty 3811.424738 = -303001.829201
  nChanged 80
		SP:Iteration 3Q (4520.360000 sec): 3 clusters
  Score: Raw -306867.635852 + Penalty 3811.424738 = -303056.211114
  nChanged 52
		SP:Iteration 4Q (4520.360000 sec): 3 clusters
  Score: Raw -306904.933537 + Penalty 3811.424738 = -303093.508800
  nChanged 43
		SP:Iteration 5Q (4520.370000 sec): 3 clusters
  Score: Raw -306928.989576 + Penalty 3811.424738 = -303117.564839
  nChanged 30
		SP:Iteration 6Q (4520.380000 sec): 3 clusters
  Score: Raw -306948.888980 + Penalty 3811.424738 = -303137.464243
  nChanged 27
		SP:Iteration 7Q (4520.390000 sec): 3 clusters
  Score: Raw -306965.911497 + Penalty 3811.424738 = -303154.486759
  nChanged 15
		SP:Iteration 8Q (4520.390000 sec): 3 clusters
  Score: Raw -306976.071022 + Penalty 3811.424738 = -303164.646285
  nChanged 18
		SP:Iteration 9Q (4520.400000 sec): 3 clusters
  Score: Raw -306985.322028 + Penalty 3811.424738 = -303173.897291
  nChanged 16
		SP:Iteration 10Q (4520.410000 sec): 3 clusters
  Score: Raw -306990.481500 + Penalty 3811.424738 = -303179.056763
  nChanged 3
		SP:Iteration 11Q (4520.420000 sec): 3 clusters
  Score: Raw -306993.650433 + Penalty 3811.424738 = -303182.225695
  nChanged 10
		SP:Iteration 12Q (4520.430000 sec): 3 clusters
  Score: Raw -307001.203310 + Penalty 3811.424738 = -303189.778572
  nChanged 11
		SP:Iteration 13Q (4520.430000 sec): 3 clusters
  Score: Raw -307007.858800 + Penalty 3811.424738 = -303196.434062
  nChanged 4
		SP:Iteration 14Q (4520.440000 sec): 3 clusters
  Score: Raw -307010.935434 + Penalty 3811.424738 = -303199.510697
  nChanged 5
		SP:Iteration 15Q (4520.450000 sec): 3 clusters
  Score: Raw -307014.573079 + Penalty 3811.424738 = -303203.148342
  nChanged 7
		SP:Iteration 16Q (4520.460000 sec): 3 clusters
  Score: Raw -307019.013318 + Penalty 3811.424738 = -303207.588580
  nChanged 10
		SP:Iteration 17Q (4520.470000 sec): 3 clusters
  Score: Raw -307023.003701 + Penalty 3811.424738 = -303211.578963
  nChanged 10
		SP:Iteration 18Q (4520.470000 sec): 3 clusters
  Score: Raw -307027.059619 + Penalty 3811.424738 = -303215.634881
  nChanged 6
		SP:Iteration 19Q (4520.480000 sec): 3 clusters
  Score: Raw -307029.322475 + Penalty 3811.424738 = -303217.897737
  nChanged 2
		SP:Iteration 20F (4520.490000 sec): 3 clusters
  Score: Raw -307030.057315 + Penalty 3811.424738 = -303218.632577
  nChanged 4
		SP:Iteration 21Q (4520.500000 sec): 3 clusters
  Score: Raw -307031.422658 + Penalty 3811.424738 = -303219.997921
  nChanged 5
		SP:Iteration 22Q (4520.510000 sec): 3 clusters
  Score: Raw -307033.776568 + Penalty 3811.424738 = -303222.351830
  nChanged 5
		SP:Iteration 23Q (4520.510000 sec): 3 clusters
  Score: Raw -307036.568673 + Penalty 3811.424738 = -303225.143936
  nChanged 3
		SP:Iteration 24Q (4520.520000 sec): 3 clusters
  Score: Raw -307039.292130 + Penalty 3811.424738 = -303227.867392
  nChanged 2
		SP:Iteration 25Q (4520.530000 sec): 3 clusters
  Score: Raw -307040.704890 + Penalty 3811.424738 = -303229.280153
  nChanged 4
		SP:Iteration 26Q (4520.540000 sec): 3 clusters
  Score: Raw -307042.399836 + Penalty 3811.424738 = -303230.975098
  nChanged 2
		SP:Iteration 27Q (4520.550000 sec): 3 clusters
  Score: Raw -307043.693658 + Penalty 3811.424738 = -303232.268920
  nChanged 3
		SP:Iteration 28Q (4520.550000 sec): 3 clusters
  Score: Raw -307044.922171 + Penalty 3811.424738 = -303233.497434
  nChanged 4
		SP:Iteration 29Q (4520.560000 sec): 3 clusters
  Score: Raw -307046.027931 + Penalty 3811.424738 = -303234.603193
  nChanged 0
		SP:Iteration 30F (4520.570000 sec): 3 clusters
  Score: Raw -307046.027931 + Penalty 3811.424738 = -303234.603193
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (32461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4520.690000 sec): 2 clusters
  Score: Raw -4740977.582619 + Penalty 2576.173073 = -4738401.409546
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4520.810000 sec): 3 clusters
  Score: Raw -4721329.513175 + Penalty 5152.346145 = -4716177.167029
  nChanged 14696
		SP:Iteration 1F (4520.930000 sec): 3 clusters
  Score: Raw -4729618.396896 + Penalty 5152.346145 = -4724466.050751
  nChanged 1708
		SP:Iteration 2F (4521.060000 sec): 3 clusters
  Score: Raw -4730384.058583 + Penalty 5152.346145 = -4725231.712437
  nChanged 1808
		SP:Iteration 3F (4521.180000 sec): 3 clusters
  Score: Raw -4731331.665986 + Penalty 5152.346145 = -4726179.319841
  nChanged 1992
		SP:Iteration 4F (4521.310000 sec): 3 clusters
  Score: Raw -4732592.783602 + Penalty 5152.346145 = -4727440.437456
  nChanged 2242
		SP:Iteration 5F (4521.430000 sec): 3 clusters
  Score: Raw -4734145.219330 + Penalty 5152.346145 = -4728992.873185
  nChanged 2228
		SP:Iteration 6F (4521.550000 sec): 3 clusters
  Score: Raw -4735655.667974 + Penalty 5152.346145 = -4730503.321829
  nChanged 1965
		SP:Iteration 7F (4521.670000 sec): 3 clusters
  Score: Raw -4736946.614607 + Penalty 5152.346145 = -4731794.268461
  nChanged 1519
		SP:Iteration 8Q (4521.800000 sec): 3 clusters
  Score: Raw -4737913.092760 + Penalty 5152.346145 = -4732760.746615
  nChanged 1192
		SP:Iteration 9Q (4521.930000 sec): 3 clusters
  Score: Raw -4738652.524938 + Penalty 5152.346145 = -4733500.178792
  nChanged 918
		SP:Iteration 10Q (4522.050000 sec): 3 clusters
  Score: Raw -4739353.822562 + Penalty 5152.346145 = -4734201.476417
  nChanged 849
		SP:Iteration 11Q (4522.170000 sec): 3 clusters
  Score: Raw -4740283.209832 + Penalty 5152.346145 = -4735130.863687
  nChanged 648
		SP:Iteration 12Q (4522.290000 sec): 3 clusters
  Score: Raw -4741254.563626 + Penalty 5152.346145 = -4736102.217481
  nChanged 363
		SP:Iteration 13Q (4522.400000 sec): 3 clusters
  Score: Raw -4741640.356458 + Penalty 5152.346145 = -4736488.010313
  nChanged 237
		SP:Iteration 14Q (4522.510000 sec): 3 clusters
  Score: Raw -4741768.957837 + Penalty 5152.346145 = -4736616.611692
  nChanged 178
		SP:Iteration 15Q (4522.610000 sec): 3 clusters
  Score: Raw -4741835.270224 + Penalty 5152.346145 = -4736682.924079
  nChanged 138
		SP:Iteration 16Q (4522.710000 sec): 3 clusters
  Score: Raw -4741878.899939 + Penalty 5152.346145 = -4736726.553794
  nChanged 110
		SP:Iteration 17Q (4522.810000 sec): 3 clusters
  Score: Raw -4741908.887919 + Penalty 5152.346145 = -4736756.541774
  nChanged 85
		SP:Iteration 18Q (4522.910000 sec): 3 clusters
  Score: Raw -4741931.503044 + Penalty 5152.346145 = -4736779.156899
  nChanged 60
		SP:Iteration 19Q (4523.010000 sec): 3 clusters
  Score: Raw -4741944.671273 + Penalty 5152.346145 = -4736792.325128
  nChanged 44
		SP:Iteration 20F (4523.130000 sec): 3 clusters
  Score: Raw -4741953.920270 + Penalty 5152.346145 = -4736801.574125
  nChanged 41
		SP:Iteration 21Q (4523.220000 sec): 3 clusters
  Score: Raw -4741961.620917 + Penalty 5152.346145 = -4736809.274771
  nChanged 26
		SP:Iteration 22Q (4523.320000 sec): 3 clusters
  Score: Raw -4741965.673593 + Penalty 5152.346145 = -4736813.327447
  nChanged 23
		SP:Iteration 23Q (4523.410000 sec): 3 clusters
  Score: Raw -4741969.773572 + Penalty 5152.346145 = -4736817.427426
  nChanged 18
		SP:Iteration 24Q (4523.510000 sec): 3 clusters
  Score: Raw -4741972.468437 + Penalty 5152.346145 = -4736820.122291
  nChanged 19
		SP:Iteration 25Q (4523.610000 sec): 3 clusters
  Score: Raw -4741976.953456 + Penalty 5152.346145 = -4736824.607311
  nChanged 25
		SP:Iteration 26Q (4523.700000 sec): 3 clusters
  Score: Raw -4741980.428510 + Penalty 5152.346145 = -4736828.082364
  nChanged 13
		SP:Iteration 27Q (4523.800000 sec): 3 clusters
  Score: Raw -4741982.232275 + Penalty 5152.346145 = -4736829.886130
  nChanged 9
		SP:Iteration 28Q (4523.890000 sec): 3 clusters
  Score: Raw -4741983.305336 + Penalty 5152.346145 = -4736830.959191
  nChanged 8
		SP:Iteration 29Q (4523.990000 sec): 3 clusters
  Score: Raw -4741984.355176 + Penalty 5152.346145 = -4736832.009031
  nChanged 10
		SP:Iteration 30Q (4524.080000 sec): 3 clusters
  Score: Raw -4741985.685174 + Penalty 5152.346145 = -4736833.339029
  nChanged 8
		SP:Iteration 31Q (4524.170000 sec): 3 clusters
  Score: Raw -4741986.598901 + Penalty 5152.346145 = -4736834.252756
  nChanged 6
		SP:Iteration 32Q (4524.270000 sec): 3 clusters
  Score: Raw -4741987.217297 + Penalty 5152.346145 = -4736834.871152
  nChanged 7
		SP:Iteration 33Q (4524.370000 sec): 3 clusters
  Score: Raw -4741988.023827 + Penalty 5152.346145 = -4736835.677681
  nChanged 8
		SP:Iteration 34Q (4524.470000 sec): 3 clusters
  Score: Raw -4741989.423066 + Penalty 5152.346145 = -4736837.076920
  nChanged 8
		SP:Iteration 35Q (4524.560000 sec): 3 clusters
  Score: Raw -4741990.693290 + Penalty 5152.346145 = -4736838.347144
  nChanged 8
		SP:Iteration 36Q (4524.650000 sec): 3 clusters
  Score: Raw -4741992.054945 + Penalty 5152.346145 = -4736839.708800
  nChanged 8
		SP:Iteration 37Q (4524.750000 sec): 3 clusters
  Score: Raw -4741993.092523 + Penalty 5152.346145 = -4736840.746378
  nChanged 8
		SP:Iteration 38Q (4524.840000 sec): 3 clusters
  Score: Raw -4741994.024424 + Penalty 5152.346145 = -4736841.678279
  nChanged 4
		SP:Iteration 39Q (4524.940000 sec): 3 clusters
  Score: Raw -4741994.550950 + Penalty 5152.346145 = -4736842.204805
  nChanged 6
		SP:Iteration 40F (4525.060000 sec): 3 clusters
  Score: Raw -4741995.420840 + Penalty 5152.346145 = -4736843.074694
  nChanged 6
		SP:Iteration 41Q (4525.150000 sec): 3 clusters
  Score: Raw -4741996.449966 + Penalty 5152.346145 = -4736844.103821
  nChanged 7
		SP:Iteration 42Q (4525.250000 sec): 3 clusters
  Score: Raw -4741997.698590 + Penalty 5152.346145 = -4736845.352445
  nChanged 5
		SP:Iteration 43Q (4525.340000 sec): 3 clusters
  Score: Raw -4741998.497689 + Penalty 5152.346145 = -4736846.151544
  nChanged 6
		SP:Iteration 44Q (4525.440000 sec): 3 clusters
  Score: Raw -4741999.314213 + Penalty 5152.346145 = -4736846.968068
  nChanged 4
		SP:Iteration 45Q (4525.530000 sec): 3 clusters
  Score: Raw -4741999.795321 + Penalty 5152.346145 = -4736847.449175
  nChanged 1
		SP:Iteration 46Q (4525.630000 sec): 3 clusters
  Score: Raw -4742000.027017 + Penalty 5152.346145 = -4736847.680872
  nChanged 1
		SP:Iteration 47Q (4525.730000 sec): 3 clusters
  Score: Raw -4742000.302813 + Penalty 5152.346145 = -4736847.956668
  nChanged 2
		SP:Iteration 48Q (4525.820000 sec): 3 clusters
  Score: Raw -4742000.492199 + Penalty 5152.346145 = -4736848.146054
  nChanged 2
		SP:Iteration 49Q (4525.910000 sec): 3 clusters
  Score: Raw -4742000.695455 + Penalty 5152.346145 = -4736848.349309
  nChanged 1
		SP:Iteration 50Q (4526.010000 sec): 3 clusters
  Score: Raw -4742000.811491 + Penalty 5152.346145 = -4736848.465345
  nChanged 0
		SP:Iteration 51F (4526.130000 sec): 3 clusters
  Score: Raw -4742000.811491 + Penalty 5152.346145 = -4736848.465345
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (95619 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4526.470000 sec): 2 clusters
  Score: Raw -13877335.761433 + Penalty 2844.095452 = -13874491.665981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4526.850000 sec): 3 clusters
  Score: Raw -13816187.627873 + Penalty 5688.190905 = -13810499.436968
  nChanged 45133
		SP:Iteration 1F (4527.210000 sec): 3 clusters
  Score: Raw -13841718.110155 + Penalty 5688.190905 = -13836029.919250
  nChanged 3410
		SP:Iteration 2Q (4527.600000 sec): 3 clusters
  Score: Raw -13842606.196430 + Penalty 5688.190905 = -13836918.005526
  nChanged 3814
		SP:Iteration 3Q (4527.980000 sec): 3 clusters
  Score: Raw -13843857.396590 + Penalty 5688.190905 = -13838169.205686
  nChanged 4580
		SP:Iteration 4Q (4528.360000 sec): 3 clusters
  Score: Raw -13845869.796591 + Penalty 5688.190905 = -13840181.605686
  nChanged 5877
		SP:Iteration 5F (4528.740000 sec): 3 clusters
  Score: Raw -13849339.892436 + Penalty 5688.190905 = -13843651.701531
  nChanged 7241
		SP:Iteration 6F (4529.110000 sec): 3 clusters
  Score: Raw -13854575.484327 + Penalty 5688.190905 = -13848887.293422
  nChanged 7602
		SP:Iteration 7F (4529.480000 sec): 3 clusters
  Score: Raw -13860745.100210 + Penalty 5688.190905 = -13855056.909305
  nChanged 6815
		SP:Iteration 8F (4529.850000 sec): 3 clusters
  Score: Raw -13866684.271944 + Penalty 5688.190905 = -13860996.081039
  nChanged 5235
		SP:Iteration 9F (4530.210000 sec): 3 clusters
  Score: Raw -13871441.656951 + Penalty 5688.190905 = -13865753.466046
  nChanged 3465
		SP:Iteration 10Q (4530.580000 sec): 3 clusters
  Score: Raw -13874590.799000 + Penalty 5688.190905 = -13868902.608095
  nChanged 1984
		SP:Iteration 11Q (4530.920000 sec): 3 clusters
  Score: Raw -13876331.231596 + Penalty 5688.190905 = -13870643.040691
  nChanged 954
		SP:Iteration 12Q (4531.230000 sec): 3 clusters
  Score: Raw -13877115.506774 + Penalty 5688.190905 = -13871427.315869
  nChanged 412
		SP:Iteration 13Q (4531.530000 sec): 3 clusters
  Score: Raw -13877437.510995 + Penalty 5688.190905 = -13871749.320090
  nChanged 198
		SP:Iteration 14Q (4531.810000 sec): 3 clusters
  Score: Raw -13877606.812451 + Penalty 5688.190905 = -13871918.621547
  nChanged 135
		SP:Iteration 15Q (4532.090000 sec): 3 clusters
  Score: Raw -13877725.505898 + Penalty 5688.190905 = -13872037.314993
  nChanged 91
		SP:Iteration 16Q (4532.360000 sec): 3 clusters
  Score: Raw -13877790.888528 + Penalty 5688.190905 = -13872102.697623
  nChanged 55
		SP:Iteration 17Q (4532.630000 sec): 3 clusters
  Score: Raw -13877822.456272 + Penalty 5688.190905 = -13872134.265367
  nChanged 30
		SP:Iteration 18Q (4532.920000 sec): 3 clusters
  Score: Raw -13877844.411172 + Penalty 5688.190905 = -13872156.220268
  nChanged 27
		SP:Iteration 19Q (4533.190000 sec): 3 clusters
  Score: Raw -13877863.297982 + Penalty 5688.190905 = -13872175.107077
  nChanged 19
		SP:Iteration 20F (4533.550000 sec): 3 clusters
  Score: Raw -13877873.753648 + Penalty 5688.190905 = -13872185.562743
  nChanged 17
		SP:Iteration 21Q (4533.820000 sec): 3 clusters
  Score: Raw -13877882.200005 + Penalty 5688.190905 = -13872194.009100
  nChanged 14
		SP:Iteration 22Q (4534.080000 sec): 3 clusters
  Score: Raw -13877889.873792 + Penalty 5688.190905 = -13872201.682887
  nChanged 12
		SP:Iteration 23Q (4534.350000 sec): 3 clusters
  Score: Raw -13877896.733878 + Penalty 5688.190905 = -13872208.542973
  nChanged 9
		SP:Iteration 24Q (4534.610000 sec): 3 clusters
  Score: Raw -13877905.215215 + Penalty 5688.190905 = -13872217.024310
  nChanged 12
		SP:Iteration 25Q (4534.880000 sec): 3 clusters
  Score: Raw -13877913.854150 + Penalty 5688.190905 = -13872225.663245
  nChanged 4
		SP:Iteration 26Q (4535.150000 sec): 3 clusters
  Score: Raw -13877915.944905 + Penalty 5688.190905 = -13872227.754001
  nChanged 3
		SP:Iteration 27Q (4535.410000 sec): 3 clusters
  Score: Raw -13877919.046879 + Penalty 5688.190905 = -13872230.855975
  nChanged 4
		SP:Iteration 28Q (4535.680000 sec): 3 clusters
  Score: Raw -13877920.666074 + Penalty 5688.190905 = -13872232.475169
  nChanged 2
		SP:Iteration 29Q (4535.950000 sec): 3 clusters
  Score: Raw -13877921.575664 + Penalty 5688.190905 = -13872233.384760
  nChanged 0
		SP:Iteration 30F (4536.310000 sec): 3 clusters
  Score: Raw -13877921.575664 + Penalty 5688.190905 = -13872233.384760
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (33228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4536.460000 sec): 2 clusters
  Score: Raw -5161850.291547 + Penalty 2581.964747 = -5159268.326800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4536.590000 sec): 3 clusters
  Score: Raw -5141753.532024 + Penalty 5163.929494 = -5136589.602530
  nChanged 15134
		SP:Iteration 1F (4536.720000 sec): 3 clusters
  Score: Raw -5149854.881201 + Penalty 5163.929494 = -5144690.951707
  nChanged 1543
		SP:Iteration 2Q (4536.850000 sec): 3 clusters
  Score: Raw -5150392.192788 + Penalty 5163.929494 = -5145228.263294
  nChanged 1435
		SP:Iteration 3Q (4536.980000 sec): 3 clusters
  Score: Raw -5150899.187956 + Penalty 5163.929494 = -5145735.258462
  nChanged 1451
		SP:Iteration 4Q (4537.110000 sec): 3 clusters
  Score: Raw -5151491.680192 + Penalty 5163.929494 = -5146327.750698
  nChanged 1472
		SP:Iteration 5Q (4537.240000 sec): 3 clusters
  Score: Raw -5152204.802953 + Penalty 5163.929494 = -5147040.873460
  nChanged 1719
		SP:Iteration 6F (4537.360000 sec): 3 clusters
  Score: Raw -5153191.254480 + Penalty 5163.929494 = -5148027.324987
  nChanged 2088
		SP:Iteration 7F (4537.490000 sec): 3 clusters
  Score: Raw -5154685.995161 + Penalty 5163.929494 = -5149522.065667
  nChanged 2417
		SP:Iteration 8F (4537.610000 sec): 3 clusters
  Score: Raw -5156700.995527 + Penalty 5163.929494 = -5151537.066033
  nChanged 2301
		SP:Iteration 9F (4537.740000 sec): 3 clusters
  Score: Raw -5158792.127688 + Penalty 5163.929494 = -5153628.198194
  nChanged 1756
		SP:Iteration 10F (4537.860000 sec): 3 clusters
  Score: Raw -5160407.171789 + Penalty 5163.929494 = -5155243.242295
  nChanged 1020
		SP:Iteration 11Q (4537.970000 sec): 3 clusters
  Score: Raw -5161318.258392 + Penalty 5163.929494 = -5156154.328899
  nChanged 446
		SP:Iteration 12Q (4538.080000 sec): 3 clusters
  Score: Raw -5161709.738852 + Penalty 5163.929494 = -5156545.809358
  nChanged 193
		SP:Iteration 13Q (4538.180000 sec): 3 clusters
  Score: Raw -5161907.129001 + Penalty 5163.929494 = -5156743.199507
  nChanged 100
		SP:Iteration 14Q (4538.270000 sec): 3 clusters
  Score: Raw -5162033.247750 + Penalty 5163.929494 = -5156869.318256
  nChanged 53
		SP:Iteration 15Q (4538.360000 sec): 3 clusters
  Score: Raw -5162097.311507 + Penalty 5163.929494 = -5156933.382013
  nChanged 29
		SP:Iteration 16Q (4538.460000 sec): 3 clusters
  Score: Raw -5162135.497432 + Penalty 5163.929494 = -5156971.567938
  nChanged 19
		SP:Iteration 17Q (4538.550000 sec): 3 clusters
  Score: Raw -5162161.926391 + Penalty 5163.929494 = -5156997.996897
  nChanged 10
		SP:Iteration 18Q (4538.640000 sec): 3 clusters
  Score: Raw -5162174.527447 + Penalty 5163.929494 = -5157010.597953
  nChanged 5
		SP:Iteration 19Q (4538.730000 sec): 3 clusters
  Score: Raw -5162182.265357 + Penalty 5163.929494 = -5157018.335863
  nChanged 5
		SP:Iteration 20F (4538.850000 sec): 3 clusters
  Score: Raw -5162187.696102 + Penalty 5163.929494 = -5157023.766608
  nChanged 5
		SP:Iteration 21Q (4538.940000 sec): 3 clusters
  Score: Raw -5162195.349881 + Penalty 5163.929494 = -5157031.420388
  nChanged 2
		SP:Iteration 22Q (4539.020000 sec): 3 clusters
  Score: Raw -5162197.653717 + Penalty 5163.929494 = -5157033.724224
  nChanged 3
		SP:Iteration 23Q (4539.110000 sec): 3 clusters
  Score: Raw -5162202.626156 + Penalty 5163.929494 = -5157038.696662
  nChanged 3
		SP:Iteration 24Q (4539.200000 sec): 3 clusters
  Score: Raw -5162205.560575 + Penalty 5163.929494 = -5157041.631081
  nChanged 1
		SP:Iteration 25Q (4539.290000 sec): 3 clusters
  Score: Raw -5162207.803771 + Penalty 5163.929494 = -5157043.874278
  nChanged 2
		SP:Iteration 26Q (4539.380000 sec): 3 clusters
  Score: Raw -5162210.578373 + Penalty 5163.929494 = -5157046.648879
  nChanged 1
		SP:Iteration 27Q (4539.460000 sec): 3 clusters
  Score: Raw -5162212.161939 + Penalty 5163.929494 = -5157048.232445
  nChanged 0
		SP:Iteration 28F (4539.590000 sec): 3 clusters
  Score: Raw -5162212.161939 + Penalty 5163.929494 = -5157048.232445
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (100259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4539.940000 sec): 2 clusters
  Score: Raw -14811656.064290 + Penalty 2855.847005 = -14808800.217285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4540.320000 sec): 3 clusters
  Score: Raw -14747482.200890 + Penalty 5711.694010 = -14741770.506880
  nChanged 47552
		SP:Iteration 1F (4540.710000 sec): 3 clusters
  Score: Raw -14774339.130877 + Penalty 5711.694010 = -14768627.436868
  nChanged 3239
		SP:Iteration 2Q (4541.100000 sec): 3 clusters
  Score: Raw -14775146.129624 + Penalty 5711.694010 = -14769434.435614
  nChanged 3554
		SP:Iteration 3Q (4541.500000 sec): 3 clusters
  Score: Raw -14776182.503581 + Penalty 5711.694010 = -14770470.809571
  nChanged 4178
		SP:Iteration 4Q (4541.880000 sec): 3 clusters
  Score: Raw -14777711.574374 + Penalty 5711.694010 = -14771999.880364
  nChanged 5195
		SP:Iteration 5F (4542.270000 sec): 3 clusters
  Score: Raw -14780148.847537 + Penalty 5711.694010 = -14774437.153527
  nChanged 6390
		SP:Iteration 6F (4542.650000 sec): 3 clusters
  Score: Raw -14783866.057234 + Penalty 5711.694010 = -14778154.363225
  nChanged 7268
		SP:Iteration 7F (4543.040000 sec): 3 clusters
  Score: Raw -14788894.496582 + Penalty 5711.694010 = -14783182.802572
  nChanged 7426
		SP:Iteration 8F (4543.420000 sec): 3 clusters
  Score: Raw -14794679.676243 + Penalty 5711.694010 = -14788967.982233
  nChanged 6895
		SP:Iteration 9F (4543.800000 sec): 3 clusters
  Score: Raw -14800500.098477 + Penalty 5711.694010 = -14794788.404467
  nChanged 5444
		SP:Iteration 10F (4544.180000 sec): 3 clusters
  Score: Raw -14805212.440099 + Penalty 5711.694010 = -14799500.746089
  nChanged 3730
		SP:Iteration 11Q (4544.560000 sec): 3 clusters
  Score: Raw -14808388.399371 + Penalty 5711.694010 = -14802676.705361
  nChanged 2144
		SP:Iteration 12Q (4544.920000 sec): 3 clusters
  Score: Raw -14810058.130677 + Penalty 5711.694010 = -14804346.436667
  nChanged 1138
		SP:Iteration 13Q (4545.260000 sec): 3 clusters
  Score: Raw -14810903.005625 + Penalty 5711.694010 = -14805191.311615
  nChanged 636
		SP:Iteration 14Q (4545.570000 sec): 3 clusters
  Score: Raw -14811346.534827 + Penalty 5711.694010 = -14805634.840817
  nChanged 346
		SP:Iteration 15Q (4545.870000 sec): 3 clusters
  Score: Raw -14811587.443439 + Penalty 5711.694010 = -14805875.749429
  nChanged 216
		SP:Iteration 16Q (4546.160000 sec): 3 clusters
  Score: Raw -14811744.605937 + Penalty 5711.694010 = -14806032.911928
  nChanged 127
		SP:Iteration 17Q (4546.460000 sec): 3 clusters
  Score: Raw -14811834.864998 + Penalty 5711.694010 = -14806123.170988
  nChanged 73
		SP:Iteration 18Q (4546.750000 sec): 3 clusters
  Score: Raw -14811886.872510 + Penalty 5711.694010 = -14806175.178500
  nChanged 53
		SP:Iteration 19Q (4547.030000 sec): 3 clusters
  Score: Raw -14811919.190476 + Penalty 5711.694010 = -14806207.496467
  nChanged 30
		SP:Iteration 20F (4547.400000 sec): 3 clusters
  Score: Raw -14811940.259519 + Penalty 5711.694010 = -14806228.565510
  nChanged 25
		SP:Iteration 21Q (4547.680000 sec): 3 clusters
  Score: Raw -14811959.232111 + Penalty 5711.694010 = -14806247.538101
  nChanged 23
		SP:Iteration 22Q (4547.960000 sec): 3 clusters
  Score: Raw -14811979.789942 + Penalty 5711.694010 = -14806268.095932
  nChanged 23
		SP:Iteration 23Q (4548.240000 sec): 3 clusters
  Score: Raw -14811996.057167 + Penalty 5711.694010 = -14806284.363157
  nChanged 11
		SP:Iteration 24Q (4548.510000 sec): 3 clusters
  Score: Raw -14812002.473570 + Penalty 5711.694010 = -14806290.779560
  nChanged 11
		SP:Iteration 25Q (4548.790000 sec): 3 clusters
  Score: Raw -14812010.804035 + Penalty 5711.694010 = -14806299.110025
  nChanged 14
		SP:Iteration 26Q (4549.070000 sec): 3 clusters
  Score: Raw -14812020.019707 + Penalty 5711.694010 = -14806308.325697
  nChanged 15
		SP:Iteration 27Q (4549.340000 sec): 3 clusters
  Score: Raw -14812028.422531 + Penalty 5711.694010 = -14806316.728521
  nChanged 10
		SP:Iteration 28Q (4549.620000 sec): 3 clusters
  Score: Raw -14812039.020846 + Penalty 5711.694010 = -14806327.326836
  nChanged 11
		SP:Iteration 29Q (4549.890000 sec): 3 clusters
  Score: Raw -14812047.638863 + Penalty 5711.694010 = -14806335.944853
  nChanged 9
		SP:Iteration 30Q (4550.170000 sec): 3 clusters
  Score: Raw -14812053.688094 + Penalty 5711.694010 = -14806341.994084
  nChanged 7
		SP:Iteration 31Q (4550.440000 sec): 3 clusters
  Score: Raw -14812057.643350 + Penalty 5711.694010 = -14806345.949340
  nChanged 6
		SP:Iteration 32Q (4550.710000 sec): 3 clusters
  Score: Raw -14812062.201498 + Penalty 5711.694010 = -14806350.507488
  nChanged 5
		SP:Iteration 33Q (4550.990000 sec): 3 clusters
  Score: Raw -14812066.132372 + Penalty 5711.694010 = -14806354.438362
  nChanged 5
		SP:Iteration 34Q (4551.260000 sec): 3 clusters
  Score: Raw -14812069.651109 + Penalty 5711.694010 = -14806357.957099
  nChanged 5
		SP:Iteration 35Q (4551.540000 sec): 3 clusters
  Score: Raw -14812073.283628 + Penalty 5711.694010 = -14806361.589618
  nChanged 5
		SP:Iteration 36Q (4551.810000 sec): 3 clusters
  Score: Raw -14812076.409819 + Penalty 5711.694010 = -14806364.715810
  nChanged 2
		SP:Iteration 37Q (4552.090000 sec): 3 clusters
  Score: Raw -14812078.392280 + Penalty 5711.694010 = -14806366.698270
  nChanged 1
		SP:Iteration 38Q (4552.360000 sec): 3 clusters
  Score: Raw -14812078.888765 + Penalty 5711.694010 = -14806367.194755
  nChanged 0
		SP:Iteration 39F (4552.730000 sec): 3 clusters
  Score: Raw -14812078.888765 + Penalty 5711.694010 = -14806367.194755
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (1401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4552.790000 sec): 2 clusters
  Score: Raw -126499.607420 + Penalty 1796.745503 = -124702.861916
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4552.790000 sec): 3 clusters
  Score: Raw -126872.908364 + Penalty 3593.491007 = -123279.417357
  nChanged 568
		SP:Iteration 1F (4552.800000 sec): 3 clusters
  Score: Raw -131599.223130 + Penalty 3593.491007 = -128005.732123
  nChanged 153
		SP:Iteration 2F (4552.800000 sec): 3 clusters
  Score: Raw -133795.433623 + Penalty 3593.491007 = -130201.942616
  nChanged 87
		SP:Iteration 3F (4552.810000 sec): 3 clusters
  Score: Raw -135489.020205 + Penalty 3593.491007 = -131895.529198
  nChanged 61
		SP:Iteration 4Q (4552.810000 sec): 3 clusters
  Score: Raw -136787.454271 + Penalty 3593.491007 = -133193.963264
  nChanged 22
		SP:Iteration 5Q (4552.810000 sec): 3 clusters
  Score: Raw -137471.783834 + Penalty 3593.491007 = -133878.292827
  nChanged 11
		SP:Iteration 6Q (4552.820000 sec): 3 clusters
  Score: Raw -137510.040437 + Penalty 3593.491007 = -133916.549430
  nChanged 4
		SP:Iteration 7Q (4552.820000 sec): 3 clusters
  Score: Raw -137519.985760 + Penalty 3593.491007 = -133926.494753
  nChanged 3
		SP:Iteration 8Q (4552.830000 sec): 3 clusters
  Score: Raw -137526.089312 + Penalty 3593.491007 = -133932.598305
  nChanged 2
		SP:Iteration 9Q (4552.830000 sec): 3 clusters
  Score: Raw -137532.784621 + Penalty 3593.491007 = -133939.293614
  nChanged 2
		SP:Iteration 10Q (4552.830000 sec): 3 clusters
  Score: Raw -137572.502731 + Penalty 3593.491007 = -133979.011724
  nChanged 1
		SP:Iteration 11Q (4552.840000 sec): 3 clusters
  Score: Raw -137575.740496 + Penalty 3593.491007 = -133982.249489
  nChanged 0
		SP:Iteration 12F (4552.840000 sec): 3 clusters
  Score: Raw -137601.815536 + Penalty 3593.491007 = -134008.324529
  nChanged 4
		SP:Iteration 13Q (4552.850000 sec): 3 clusters
  Score: Raw -137793.843006 + Penalty 3593.491007 = -134200.351999
  nChanged 2
		SP:Iteration 14Q (4552.850000 sec): 3 clusters
  Score: Raw -137818.152443 + Penalty 3593.491007 = -134224.661436
  nChanged 1
		SP:Iteration 15Q (4552.850000 sec): 3 clusters
  Score: Raw -137819.362691 + Penalty 3593.491007 = -134225.871684
  nChanged 0
		SP:Iteration 16F (4552.860000 sec): 3 clusters
  Score: Raw -137819.362691 + Penalty 3593.491007 = -134225.871684
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 30.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (54405 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4553.050000 sec): 2 clusters
  Score: Raw -7970574.653514 + Penalty 2704.244412 = -7967870.409101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4553.260000 sec): 3 clusters
  Score: Raw -7936832.667477 + Penalty 5408.488825 = -7931424.178652
  nChanged 25065
		SP:Iteration 1F (4553.470000 sec): 3 clusters
  Score: Raw -7950641.339682 + Penalty 5408.488825 = -7945232.850857
  nChanged 2157
		SP:Iteration 2Q (4553.690000 sec): 3 clusters
  Score: Raw -7951202.370341 + Penalty 5408.488825 = -7945793.881516
  nChanged 1990
		SP:Iteration 3Q (4553.900000 sec): 3 clusters
  Score: Raw -7951731.097092 + Penalty 5408.488825 = -7946322.608267
  nChanged 1825
		SP:Iteration 4Q (4554.110000 sec): 3 clusters
  Score: Raw -7952228.850353 + Penalty 5408.488825 = -7946820.361528
  nChanged 1946
		SP:Iteration 5Q (4554.330000 sec): 3 clusters
  Score: Raw -7952820.735751 + Penalty 5408.488825 = -7947412.246926
  nChanged 2160
		SP:Iteration 6Q (4554.550000 sec): 3 clusters
  Score: Raw -7953627.982733 + Penalty 5408.488825 = -7948219.493908
  nChanged 2538
		SP:Iteration 7Q (4554.760000 sec): 3 clusters
  Score: Raw -7954843.727959 + Penalty 5408.488825 = -7949435.239134
  nChanged 3079
		SP:Iteration 8F (4554.970000 sec): 3 clusters
  Score: Raw -7956706.360942 + Penalty 5408.488825 = -7951297.872117
  nChanged 3584
		SP:Iteration 9F (4555.170000 sec): 3 clusters
  Score: Raw -7959223.603677 + Penalty 5408.488825 = -7953815.114852
  nChanged 3537
		SP:Iteration 10F (4555.380000 sec): 3 clusters
  Score: Raw -7961903.530657 + Penalty 5408.488825 = -7956495.041833
  nChanged 3116
		SP:Iteration 11F (4555.590000 sec): 3 clusters
  Score: Raw -7964253.489430 + Penalty 5408.488825 = -7958845.000606
  nChanged 2379
		SP:Iteration 12Q (4555.800000 sec): 3 clusters
  Score: Raw -7965991.793929 + Penalty 5408.488825 = -7960583.305105
  nChanged 1654
		SP:Iteration 13Q (4556.000000 sec): 3 clusters
  Score: Raw -7967147.659968 + Penalty 5408.488825 = -7961739.171143
  nChanged 1253
		SP:Iteration 14Q (4556.190000 sec): 3 clusters
  Score: Raw -7967965.108178 + Penalty 5408.488825 = -7962556.619353
  nChanged 948
		SP:Iteration 15Q (4556.380000 sec): 3 clusters
  Score: Raw -7968533.701871 + Penalty 5408.488825 = -7963125.213047
  nChanged 749
		SP:Iteration 16Q (4556.550000 sec): 3 clusters
  Score: Raw -7968939.002528 + Penalty 5408.488825 = -7963530.513703
  nChanged 614
		SP:Iteration 17Q (4556.720000 sec): 3 clusters
  Score: Raw -7969259.141189 + Penalty 5408.488825 = -7963850.652364
  nChanged 538
		SP:Iteration 18Q (4556.890000 sec): 3 clusters
  Score: Raw -7969536.699024 + Penalty 5408.488825 = -7964128.210199
  nChanged 426
		SP:Iteration 19Q (4557.050000 sec): 3 clusters
  Score: Raw -7969751.126629 + Penalty 5408.488825 = -7964342.637804
  nChanged 366
		SP:Iteration 20F (4557.260000 sec): 3 clusters
  Score: Raw -7969934.485592 + Penalty 5408.488825 = -7964525.996767
  nChanged 308
		SP:Iteration 21Q (4557.410000 sec): 3 clusters
  Score: Raw -7970107.180469 + Penalty 5408.488825 = -7964698.691644
  nChanged 275
		SP:Iteration 22Q (4557.570000 sec): 3 clusters
  Score: Raw -7970246.054733 + Penalty 5408.488825 = -7964837.565909
  nChanged 193
		SP:Iteration 23Q (4557.720000 sec): 3 clusters
  Score: Raw -7970340.754323 + Penalty 5408.488825 = -7964932.265498
  nChanged 171
		SP:Iteration 24Q (4557.870000 sec): 3 clusters
  Score: Raw -7970423.858066 + Penalty 5408.488825 = -7965015.369241
  nChanged 141
		SP:Iteration 25Q (4558.020000 sec): 3 clusters
  Score: Raw -7970500.002170 + Penalty 5408.488825 = -7965091.513345
  nChanged 131
		SP:Iteration 26Q (4558.170000 sec): 3 clusters
  Score: Raw -7970567.496386 + Penalty 5408.488825 = -7965159.007562
  nChanged 100
		SP:Iteration 27Q (4558.320000 sec): 3 clusters
  Score: Raw -7970619.273547 + Penalty 5408.488825 = -7965210.784722
  nChanged 84
		SP:Iteration 28Q (4558.470000 sec): 3 clusters
  Score: Raw -7970657.782964 + Penalty 5408.488825 = -7965249.294139
  nChanged 55
		SP:Iteration 29Q (4558.620000 sec): 3 clusters
  Score: Raw -7970682.452545 + Penalty 5408.488825 = -7965273.963720
  nChanged 43
		SP:Iteration 30Q (4558.770000 sec): 3 clusters
  Score: Raw -7970706.067367 + Penalty 5408.488825 = -7965297.578542
  nChanged 43
		SP:Iteration 31Q (4558.910000 sec): 3 clusters
  Score: Raw -7970726.622258 + Penalty 5408.488825 = -7965318.133433
  nChanged 33
		SP:Iteration 32Q (4559.060000 sec): 3 clusters
  Score: Raw -7970743.219253 + Penalty 5408.488825 = -7965334.730428
  nChanged 25
		SP:Iteration 33Q (4559.200000 sec): 3 clusters
  Score: Raw -7970756.430484 + Penalty 5408.488825 = -7965347.941659
  nChanged 24
		SP:Iteration 34Q (4559.350000 sec): 3 clusters
  Score: Raw -7970767.691372 + Penalty 5408.488825 = -7965359.202548
  nChanged 22
		SP:Iteration 35Q (4559.500000 sec): 3 clusters
  Score: Raw -7970778.145037 + Penalty 5408.488825 = -7965369.656213
  nChanged 25
		SP:Iteration 36Q (4559.650000 sec): 3 clusters
  Score: Raw -7970790.215609 + Penalty 5408.488825 = -7965381.726784
  nChanged 27
		SP:Iteration 37Q (4559.790000 sec): 3 clusters
  Score: Raw -7970803.821290 + Penalty 5408.488825 = -7965395.332465
  nChanged 25
		SP:Iteration 38Q (4559.940000 sec): 3 clusters
  Score: Raw -7970817.391990 + Penalty 5408.488825 = -7965408.903165
  nChanged 26
		SP:Iteration 39Q (4560.090000 sec): 3 clusters
  Score: Raw -7970833.678068 + Penalty 5408.488825 = -7965425.189243
  nChanged 26
		SP:Iteration 40F (4560.290000 sec): 3 clusters
  Score: Raw -7970847.813071 + Penalty 5408.488825 = -7965439.324247
  nChanged 16
		SP:Iteration 41Q (4560.440000 sec): 3 clusters
  Score: Raw -7970856.910928 + Penalty 5408.488825 = -7965448.422103
  nChanged 12
		SP:Iteration 42Q (4560.580000 sec): 3 clusters
  Score: Raw -7970862.980363 + Penalty 5408.488825 = -7965454.491538
  nChanged 14
		SP:Iteration 43Q (4560.730000 sec): 3 clusters
  Score: Raw -7970869.435516 + Penalty 5408.488825 = -7965460.946691
  nChanged 8
		SP:Iteration 44Q (4560.880000 sec): 3 clusters
  Score: Raw -7970872.487515 + Penalty 5408.488825 = -7965463.998690
  nChanged 8
		SP:Iteration 45Q (4561.030000 sec): 3 clusters
  Score: Raw -7970876.370432 + Penalty 5408.488825 = -7965467.881607
  nChanged 8
		SP:Iteration 46Q (4561.170000 sec): 3 clusters
  Score: Raw -7970880.032546 + Penalty 5408.488825 = -7965471.543721
  nChanged 10
		SP:Iteration 47Q (4561.320000 sec): 3 clusters
  Score: Raw -7970884.626903 + Penalty 5408.488825 = -7965476.138078
  nChanged 8
		SP:Iteration 48Q (4561.470000 sec): 3 clusters
  Score: Raw -7970889.919324 + Penalty 5408.488825 = -7965481.430499
  nChanged 10
		SP:Iteration 49Q (4561.610000 sec): 3 clusters
  Score: Raw -7970895.308059 + Penalty 5408.488825 = -7965486.819234
  nChanged 7
		SP:Iteration 50Q (4561.760000 sec): 3 clusters
  Score: Raw -7970899.655002 + Penalty 5408.488825 = -7965491.166177
  nChanged 9
		SP:Iteration 51Q (4561.900000 sec): 3 clusters
  Score: Raw -7970904.627097 + Penalty 5408.488825 = -7965496.138272
  nChanged 10
		SP:Iteration 52Q (4562.050000 sec): 3 clusters
  Score: Raw -7970909.469982 + Penalty 5408.488825 = -7965500.981158
  nChanged 8
		SP:Iteration 53Q (4562.190000 sec): 3 clusters
  Score: Raw -7970912.661605 + Penalty 5408.488825 = -7965504.172780
  nChanged 5
		SP:Iteration 54Q (4562.340000 sec): 3 clusters
  Score: Raw -7970916.149715 + Penalty 5408.488825 = -7965507.660890
  nChanged 6
		SP:Iteration 55Q (4562.490000 sec): 3 clusters
  Score: Raw -7970919.311924 + Penalty 5408.488825 = -7965510.823099
  nChanged 3
		SP:Iteration 56Q (4562.630000 sec): 3 clusters
  Score: Raw -7970920.542595 + Penalty 5408.488825 = -7965512.053770
  nChanged 3
		SP:Iteration 57Q (4562.780000 sec): 3 clusters
  Score: Raw -7970922.235369 + Penalty 5408.488825 = -7965513.746544
  nChanged 4
		SP:Iteration 58Q (4562.930000 sec): 3 clusters
  Score: Raw -7970923.792728 + Penalty 5408.488825 = -7965515.303903
  nChanged 5
		SP:Iteration 59Q (4563.070000 sec): 3 clusters
  Score: Raw -7970926.557415 + Penalty 5408.488825 = -7965518.068591
  nChanged 4
		SP:Iteration 60F (4563.270000 sec): 3 clusters
  Score: Raw -7970928.382472 + Penalty 5408.488825 = -7965519.893647
  nChanged 2
		SP:Iteration 61Q (4563.420000 sec): 3 clusters
  Score: Raw -7970930.009194 + Penalty 5408.488825 = -7965521.520369
  nChanged 3
		SP:Iteration 62Q (4563.560000 sec): 3 clusters
  Score: Raw -7970931.520248 + Penalty 5408.488825 = -7965523.031423
  nChanged 5
		SP:Iteration 63Q (4563.710000 sec): 3 clusters
  Score: Raw -7970935.437412 + Penalty 5408.488825 = -7965526.948587
  nChanged 8
		SP:Iteration 64Q (4563.850000 sec): 3 clusters
  Score: Raw -7970939.461868 + Penalty 5408.488825 = -7965530.973043
  nChanged 3
		SP:Iteration 65Q (4563.990000 sec): 3 clusters
  Score: Raw -7970940.403074 + Penalty 5408.488825 = -7965531.914249
  nChanged 2
		SP:Iteration 66Q (4564.140000 sec): 3 clusters
  Score: Raw -7970941.135573 + Penalty 5408.488825 = -7965532.646748
  nChanged 2
		SP:Iteration 67Q (4564.280000 sec): 3 clusters
  Score: Raw -7970942.004555 + Penalty 5408.488825 = -7965533.515730
  nChanged 1
		SP:Iteration 68Q (4564.430000 sec): 3 clusters
  Score: Raw -7970942.328941 + Penalty 5408.488825 = -7965533.840116
  nChanged 0
		SP:Iteration 69F (4564.630000 sec): 3 clusters
  Score: Raw -7970942.328941 + Penalty 5408.488825 = -7965533.840116
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4564.650000 sec): 2 clusters
  Score: Raw -59607.770703 + Penalty 1516.741247 = -58091.029455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4564.650000 sec): 3 clusters
  Score: Raw -59917.745090 + Penalty 3033.482494 = -56884.262596
  nChanged 127
		SP:Iteration 1F (4564.660000 sec): 3 clusters
  Score: Raw -60621.829201 + Penalty 3033.482494 = -57588.346707
  nChanged 37
		SP:Iteration 2F (4564.660000 sec): 3 clusters
  Score: Raw -60928.925126 + Penalty 3033.482494 = -57895.442632
  nChanged 14
		SP:Iteration 3Q (4564.660000 sec): 3 clusters
  Score: Raw -61136.821278 + Penalty 3033.482494 = -58103.338783
  nChanged 1
		SP:Iteration 4Q (4564.660000 sec): 3 clusters
  Score: Raw -61146.124135 + Penalty 3033.482494 = -58112.641640
  nChanged 2
		SP:Iteration 5Q (4564.660000 sec): 3 clusters
  Score: Raw -61162.555069 + Penalty 3033.482494 = -58129.072575
  nChanged 1
		SP:Iteration 6Q (4564.670000 sec): 3 clusters
  Score: Raw -61164.189494 + Penalty 3033.482494 = -58130.707000
  nChanged 0
		SP:Iteration 7F (4564.670000 sec): 3 clusters
  Score: Raw -61164.189494 + Penalty 3033.482494 = -58130.707000
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 31.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4564.670000 sec): 2 clusters
  Score: Raw -56979.285957 + Penalty 1490.185670 = -55489.100287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4564.670000 sec): 3 clusters
  Score: Raw -57065.769638 + Penalty 2980.371340 = -54085.398298
  nChanged 72
		SP:Iteration 1F (4564.670000 sec): 3 clusters
  Score: Raw -57335.304741 + Penalty 2980.371340 = -54354.933401
  nChanged 49
		SP:Iteration 2F (4564.680000 sec): 3 clusters
  Score: Raw -57594.818950 + Penalty 2980.371340 = -54614.447610
  nChanged 38
		SP:Iteration 3F (4564.680000 sec): 3 clusters
  Score: Raw -57841.187474 + Penalty 2980.371340 = -54860.816134
  nChanged 20
		SP:Iteration 4Q (4564.680000 sec): 3 clusters
  Score: Raw -57949.883554 + Penalty 2980.371340 = -54969.512214
  nChanged 9
		SP:Iteration 5Q (4564.680000 sec): 3 clusters
  Score: Raw -57992.197737 + Penalty 2980.371340 = -55011.826397
  nChanged 7
		SP:Iteration 6Q (4564.680000 sec): 3 clusters
  Score: Raw -58035.398945 + Penalty 2980.371340 = -55055.027605
  nChanged 4
		SP:Iteration 7Q (4564.680000 sec): 3 clusters
  Score: Raw -58063.268378 + Penalty 2980.371340 = -55082.897038
  nChanged 2
		SP:Iteration 8Q (4564.690000 sec): 3 clusters
  Score: Raw -58074.817551 + Penalty 2980.371340 = -55094.446211
  nChanged 0
		SP:Iteration 9F (4564.690000 sec): 3 clusters
  Score: Raw -58074.817551 + Penalty 2980.371340 = -55094.446211
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (274266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4565.650000 sec): 2 clusters
  Score: Raw -40581780.376121 + Penalty 3105.419722 = -40578674.956399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4566.710000 sec): 3 clusters
  Score: Raw -40400301.150567 + Penalty 6210.839444 = -40394090.311123
  nChanged 132495
		SP:Iteration 1F (4567.750000 sec): 3 clusters
  Score: Raw -40479357.926225 + Penalty 6210.839444 = -40473147.086781
  nChanged 8117
		SP:Iteration 2Q (4568.830000 sec): 3 clusters
  Score: Raw -40481288.297323 + Penalty 6210.839444 = -40475077.457879
  nChanged 9518
		SP:Iteration 3Q (4569.920000 sec): 3 clusters
  Score: Raw -40484177.231566 + Penalty 6210.839444 = -40477966.392122
  nChanged 11820
		SP:Iteration 4Q (4571.010000 sec): 3 clusters
  Score: Raw -40489018.413393 + Penalty 6210.839444 = -40482807.573949
  nChanged 15301
		SP:Iteration 5F (4572.050000 sec): 3 clusters
  Score: Raw -40497472.625488 + Penalty 6210.839444 = -40491261.786044
  nChanged 19443
		SP:Iteration 6F (4573.110000 sec): 3 clusters
  Score: Raw -40511245.008724 + Penalty 6210.839444 = -40505034.169280
  nChanged 22320
		SP:Iteration 7F (4574.170000 sec): 3 clusters
  Score: Raw -40529817.346396 + Penalty 6210.839444 = -40523606.506953
  nChanged 21493
		SP:Iteration 8F (4575.210000 sec): 3 clusters
  Score: Raw -40549480.489863 + Penalty 6210.839444 = -40543269.650419
  nChanged 16719
		SP:Iteration 9F (4576.250000 sec): 3 clusters
  Score: Raw -40565512.002168 + Penalty 6210.839444 = -40559301.162724
  nChanged 10423
		SP:Iteration 10Q (4577.190000 sec): 3 clusters
  Score: Raw -40575533.529032 + Penalty 6210.839444 = -40569322.689588
  nChanged 4721
		SP:Iteration 11Q (4578.050000 sec): 3 clusters
  Score: Raw -40579826.558261 + Penalty 6210.839444 = -40573615.718817
  nChanged 1701
		SP:Iteration 12Q (4578.830000 sec): 3 clusters
  Score: Raw -40581327.810639 + Penalty 6210.839444 = -40575116.971195
  nChanged 521
		SP:Iteration 13Q (4579.590000 sec): 3 clusters
  Score: Raw -40581820.643344 + Penalty 6210.839444 = -40575609.803900
  nChanged 182
		SP:Iteration 14Q (4580.330000 sec): 3 clusters
  Score: Raw -40582006.938986 + Penalty 6210.839444 = -40575796.099543
  nChanged 85
		SP:Iteration 15Q (4581.060000 sec): 3 clusters
  Score: Raw -40582088.583294 + Penalty 6210.839444 = -40575877.743850
  nChanged 37
		SP:Iteration 16Q (4581.810000 sec): 3 clusters
  Score: Raw -40582120.513961 + Penalty 6210.839444 = -40575909.674517
  nChanged 18
		SP:Iteration 17Q (4582.540000 sec): 3 clusters
  Score: Raw -40582137.965105 + Penalty 6210.839444 = -40575927.125661
  nChanged 18
		SP:Iteration 18Q (4583.260000 sec): 3 clusters
  Score: Raw -40582155.461755 + Penalty 6210.839444 = -40575944.622311
  nChanged 11
		SP:Iteration 19Q (4583.990000 sec): 3 clusters
  Score: Raw -40582165.094043 + Penalty 6210.839444 = -40575954.254599
  nChanged 5
		SP:Iteration 20F (4585.010000 sec): 3 clusters
  Score: Raw -40582168.187913 + Penalty 6210.839444 = -40575957.348469
  nChanged 2
		SP:Iteration 21Q (4585.740000 sec): 3 clusters
  Score: Raw -40582170.227296 + Penalty 6210.839444 = -40575959.387852
  nChanged 2
		SP:Iteration 22Q (4586.460000 sec): 3 clusters
  Score: Raw -40582171.873521 + Penalty 6210.839444 = -40575961.034078
  nChanged 3
		SP:Iteration 23Q (4587.200000 sec): 3 clusters
  Score: Raw -40582173.675879 + Penalty 6210.839444 = -40575962.836435
  nChanged 0
		SP:Iteration 24F (4588.220000 sec): 3 clusters
  Score: Raw -40582173.675879 + Penalty 6210.839444 = -40575962.836435
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (32267 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4588.420000 sec): 2 clusters
  Score: Raw -4935727.766312 + Penalty 2574.686478 = -4933153.079834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4588.550000 sec): 3 clusters
  Score: Raw -4916135.504801 + Penalty 5149.372956 = -4910986.131844
  nChanged 14674
		SP:Iteration 1F (4588.670000 sec): 3 clusters
  Score: Raw -4924128.351497 + Penalty 5149.372956 = -4918978.978541
  nChanged 1425
		SP:Iteration 2Q (4588.790000 sec): 3 clusters
  Score: Raw -4924573.484363 + Penalty 5149.372956 = -4919424.111406
  nChanged 1309
		SP:Iteration 3Q (4588.920000 sec): 3 clusters
  Score: Raw -4925005.644021 + Penalty 5149.372956 = -4919856.271065
  nChanged 1355
		SP:Iteration 4Q (4589.040000 sec): 3 clusters
  Score: Raw -4925505.613222 + Penalty 5149.372956 = -4920356.240266
  nChanged 1470
		SP:Iteration 5Q (4589.160000 sec): 3 clusters
  Score: Raw -4926113.734691 + Penalty 5149.372956 = -4920964.361735
  nChanged 1617
		SP:Iteration 6F (4589.280000 sec): 3 clusters
  Score: Raw -4926930.975955 + Penalty 5149.372956 = -4921781.602999
  nChanged 1860
		SP:Iteration 7F (4589.410000 sec): 3 clusters
  Score: Raw -4928066.365312 + Penalty 5149.372956 = -4922916.992355
  nChanged 1976
		SP:Iteration 8F (4589.530000 sec): 3 clusters
  Score: Raw -4929473.270972 + Penalty 5149.372956 = -4924323.898016
  nChanged 1976
		SP:Iteration 9F (4589.650000 sec): 3 clusters
  Score: Raw -4931049.209910 + Penalty 5149.372956 = -4925899.836953
  nChanged 1760
		SP:Iteration 10F (4589.770000 sec): 3 clusters
  Score: Raw -4932510.991221 + Penalty 5149.372956 = -4927361.618264
  nChanged 1396
		SP:Iteration 11Q (4589.890000 sec): 3 clusters
  Score: Raw -4933603.832036 + Penalty 5149.372956 = -4928454.459079
  nChanged 1050
		SP:Iteration 12Q (4590.010000 sec): 3 clusters
  Score: Raw -4934239.123019 + Penalty 5149.372956 = -4929089.750063
  nChanged 663
		SP:Iteration 13Q (4590.120000 sec): 3 clusters
  Score: Raw -4934538.171895 + Penalty 5149.372956 = -4929388.798939
  nChanged 437
		SP:Iteration 14Q (4590.230000 sec): 3 clusters
  Score: Raw -4934711.030765 + Penalty 5149.372956 = -4929561.657808
  nChanged 354
		SP:Iteration 15Q (4590.340000 sec): 3 clusters
  Score: Raw -4934842.729435 + Penalty 5149.372956 = -4929693.356479
  nChanged 324
		SP:Iteration 16Q (4590.440000 sec): 3 clusters
  Score: Raw -4934951.638893 + Penalty 5149.372956 = -4929802.265937
  nChanged 296
		SP:Iteration 17Q (4590.550000 sec): 3 clusters
  Score: Raw -4935051.594504 + Penalty 5149.372956 = -4929902.221548
  nChanged 284
		SP:Iteration 18Q (4590.650000 sec): 3 clusters
  Score: Raw -4935144.818948 + Penalty 5149.372956 = -4929995.445991
  nChanged 239
		SP:Iteration 19Q (4590.750000 sec): 3 clusters
  Score: Raw -4935222.114161 + Penalty 5149.372956 = -4930072.741204
  nChanged 218
		SP:Iteration 20F (4590.870000 sec): 3 clusters
  Score: Raw -4935286.318468 + Penalty 5149.372956 = -4930136.945511
  nChanged 184
		SP:Iteration 21Q (4590.980000 sec): 3 clusters
  Score: Raw -4935336.694493 + Penalty 5149.372956 = -4930187.321536
  nChanged 178
		SP:Iteration 22Q (4591.080000 sec): 3 clusters
  Score: Raw -4935383.227627 + Penalty 5149.372956 = -4930233.854670
  nChanged 143
		SP:Iteration 23Q (4591.180000 sec): 3 clusters
  Score: Raw -4935416.543420 + Penalty 5149.372956 = -4930267.170464
  nChanged 136
		SP:Iteration 24Q (4591.280000 sec): 3 clusters
  Score: Raw -4935448.952071 + Penalty 5149.372956 = -4930299.579114
  nChanged 112
		SP:Iteration 25Q (4591.380000 sec): 3 clusters
  Score: Raw -4935475.938178 + Penalty 5149.372956 = -4930326.565222
  nChanged 95
		SP:Iteration 26Q (4591.480000 sec): 3 clusters
  Score: Raw -4935495.629213 + Penalty 5149.372956 = -4930346.256257
  nChanged 78
		SP:Iteration 27Q (4591.580000 sec): 3 clusters
  Score: Raw -4935511.748064 + Penalty 5149.372956 = -4930362.375108
  nChanged 81
		SP:Iteration 28Q (4591.680000 sec): 3 clusters
  Score: Raw -4935529.380409 + Penalty 5149.372956 = -4930380.007453
  nChanged 78
		SP:Iteration 29Q (4591.780000 sec): 3 clusters
  Score: Raw -4935545.512433 + Penalty 5149.372956 = -4930396.139477
  nChanged 72
		SP:Iteration 30Q (4591.880000 sec): 3 clusters
  Score: Raw -4935561.982671 + Penalty 5149.372956 = -4930412.609714
  nChanged 70
		SP:Iteration 31Q (4591.980000 sec): 3 clusters
  Score: Raw -4935578.296840 + Penalty 5149.372956 = -4930428.923883
  nChanged 67
		SP:Iteration 32Q (4592.070000 sec): 3 clusters
  Score: Raw -4935593.101764 + Penalty 5149.372956 = -4930443.728808
  nChanged 62
		SP:Iteration 33Q (4592.170000 sec): 3 clusters
  Score: Raw -4935608.496570 + Penalty 5149.372956 = -4930459.123614
  nChanged 55
		SP:Iteration 34Q (4592.270000 sec): 3 clusters
  Score: Raw -4935619.648978 + Penalty 5149.372956 = -4930470.276021
  nChanged 49
		SP:Iteration 35Q (4592.360000 sec): 3 clusters
  Score: Raw -4935629.356092 + Penalty 5149.372956 = -4930479.983136
  nChanged 45
		SP:Iteration 36Q (4592.460000 sec): 3 clusters
  Score: Raw -4935638.957174 + Penalty 5149.372956 = -4930489.584218
  nChanged 54
		SP:Iteration 37Q (4592.560000 sec): 3 clusters
  Score: Raw -4935651.875779 + Penalty 5149.372956 = -4930502.502823
  nChanged 57
		SP:Iteration 38Q (4592.660000 sec): 3 clusters
  Score: Raw -4935665.752121 + Penalty 5149.372956 = -4930516.379165
  nChanged 47
		SP:Iteration 39Q (4592.750000 sec): 3 clusters
  Score: Raw -4935675.056040 + Penalty 5149.372956 = -4930525.683083
  nChanged 44
		SP:Iteration 40F (4592.870000 sec): 3 clusters
  Score: Raw -4935684.330919 + Penalty 5149.372956 = -4930534.957963
  nChanged 32
		SP:Iteration 41Q (4592.960000 sec): 3 clusters
  Score: Raw -4935690.372345 + Penalty 5149.372956 = -4930540.999389
  nChanged 28
		SP:Iteration 42Q (4593.060000 sec): 3 clusters
  Score: Raw -4935695.075073 + Penalty 5149.372956 = -4930545.702117
  nChanged 34
		SP:Iteration 43Q (4593.160000 sec): 3 clusters
  Score: Raw -4935700.803839 + Penalty 5149.372956 = -4930551.430883
  nChanged 27
		SP:Iteration 44Q (4593.250000 sec): 3 clusters
  Score: Raw -4935706.021377 + Penalty 5149.372956 = -4930556.648420
  nChanged 27
		SP:Iteration 45Q (4593.350000 sec): 3 clusters
  Score: Raw -4935711.383235 + Penalty 5149.372956 = -4930562.010278
  nChanged 30
		SP:Iteration 46Q (4593.440000 sec): 3 clusters
  Score: Raw -4935718.194339 + Penalty 5149.372956 = -4930568.821383
  nChanged 40
		SP:Iteration 47Q (4593.530000 sec): 3 clusters
  Score: Raw -4935726.241962 + Penalty 5149.372956 = -4930576.869005
  nChanged 33
		SP:Iteration 48Q (4593.620000 sec): 3 clusters
  Score: Raw -4935732.151959 + Penalty 5149.372956 = -4930582.779003
  nChanged 27
		SP:Iteration 49Q (4593.720000 sec): 3 clusters
  Score: Raw -4935737.258867 + Penalty 5149.372956 = -4930587.885911
  nChanged 34
		SP:Iteration 50Q (4593.810000 sec): 3 clusters
  Score: Raw -4935743.729784 + Penalty 5149.372956 = -4930594.356827
  nChanged 31
		SP:Iteration 51Q (4593.900000 sec): 3 clusters
  Score: Raw -4935749.780714 + Penalty 5149.372956 = -4930600.407757
  nChanged 31
		SP:Iteration 52Q (4594.000000 sec): 3 clusters
  Score: Raw -4935755.685073 + Penalty 5149.372956 = -4930606.312117
  nChanged 27
		SP:Iteration 53Q (4594.090000 sec): 3 clusters
  Score: Raw -4935761.938365 + Penalty 5149.372956 = -4930612.565409
  nChanged 34
		SP:Iteration 54Q (4594.180000 sec): 3 clusters
  Score: Raw -4935770.869202 + Penalty 5149.372956 = -4930621.496245
  nChanged 37
		SP:Iteration 55Q (4594.270000 sec): 3 clusters
  Score: Raw -4935780.901533 + Penalty 5149.372956 = -4930631.528577
  nChanged 48
		SP:Iteration 56Q (4594.360000 sec): 3 clusters
  Score: Raw -4935793.205547 + Penalty 5149.372956 = -4930643.832591
  nChanged 41
		SP:Iteration 57Q (4594.450000 sec): 3 clusters
  Score: Raw -4935805.489546 + Penalty 5149.372956 = -4930656.116589
  nChanged 37
		SP:Iteration 58Q (4594.540000 sec): 3 clusters
  Score: Raw -4935815.270996 + Penalty 5149.372956 = -4930665.898039
  nChanged 33
		SP:Iteration 59Q (4594.640000 sec): 3 clusters
  Score: Raw -4935824.375132 + Penalty 5149.372956 = -4930675.002176
  nChanged 35
		SP:Iteration 60F (4594.760000 sec): 3 clusters
  Score: Raw -4935832.907042 + Penalty 5149.372956 = -4930683.534086
  nChanged 26
		SP:Iteration 61Q (4594.850000 sec): 3 clusters
  Score: Raw -4935839.790059 + Penalty 5149.372956 = -4930690.417102
  nChanged 23
		SP:Iteration 62Q (4594.940000 sec): 3 clusters
  Score: Raw -4935846.589250 + Penalty 5149.372956 = -4930697.216294
  nChanged 25
		SP:Iteration 63Q (4595.040000 sec): 3 clusters
  Score: Raw -4935853.048770 + Penalty 5149.372956 = -4930703.675814
  nChanged 26
		SP:Iteration 64Q (4595.130000 sec): 3 clusters
  Score: Raw -4935860.129304 + Penalty 5149.372956 = -4930710.756348
  nChanged 31
		SP:Iteration 65Q (4595.220000 sec): 3 clusters
  Score: Raw -4935871.155059 + Penalty 5149.372956 = -4930721.782103
  nChanged 32
		SP:Iteration 66Q (4595.310000 sec): 3 clusters
  Score: Raw -4935880.028153 + Penalty 5149.372956 = -4930730.655197
  nChanged 26
		SP:Iteration 67Q (4595.400000 sec): 3 clusters
  Score: Raw -4935885.932334 + Penalty 5149.372956 = -4930736.559378
  nChanged 26
		SP:Iteration 68Q (4595.500000 sec): 3 clusters
  Score: Raw -4935892.614107 + Penalty 5149.372956 = -4930743.241151
  nChanged 25
		SP:Iteration 69Q (4595.590000 sec): 3 clusters
  Score: Raw -4935899.643408 + Penalty 5149.372956 = -4930750.270451
  nChanged 22
		SP:Iteration 70Q (4595.680000 sec): 3 clusters
  Score: Raw -4935906.278396 + Penalty 5149.372956 = -4930756.905440
  nChanged 21
		SP:Iteration 71Q (4595.770000 sec): 3 clusters
  Score: Raw -4935912.363207 + Penalty 5149.372956 = -4930762.990250
  nChanged 24
		SP:Iteration 72Q (4595.860000 sec): 3 clusters
  Score: Raw -4935919.898579 + Penalty 5149.372956 = -4930770.525622
  nChanged 26
		SP:Iteration 73Q (4595.960000 sec): 3 clusters
  Score: Raw -4935927.185995 + Penalty 5149.372956 = -4930777.813038
  nChanged 28
		SP:Iteration 74Q (4596.040000 sec): 3 clusters
  Score: Raw -4935936.650415 + Penalty 5149.372956 = -4930787.277459
  nChanged 22
		SP:Iteration 75Q (4596.140000 sec): 3 clusters
  Score: Raw -4935942.505436 + Penalty 5149.372956 = -4930793.132479
  nChanged 23
		SP:Iteration 76Q (4596.230000 sec): 3 clusters
  Score: Raw -4935948.356193 + Penalty 5149.372956 = -4930798.983236
  nChanged 15
		SP:Iteration 77Q (4596.320000 sec): 3 clusters
  Score: Raw -4935953.700177 + Penalty 5149.372956 = -4930804.327221
  nChanged 21
		SP:Iteration 78Q (4596.410000 sec): 3 clusters
  Score: Raw -4935960.494264 + Penalty 5149.372956 = -4930811.121308
  nChanged 26
		SP:Iteration 79Q (4596.500000 sec): 3 clusters
  Score: Raw -4935967.874164 + Penalty 5149.372956 = -4930818.501208
  nChanged 18
		SP:Iteration 80F (4596.620000 sec): 3 clusters
  Score: Raw -4935974.559397 + Penalty 5149.372956 = -4930825.186440
  nChanged 22
		SP:Iteration 81Q (4596.710000 sec): 3 clusters
  Score: Raw -4935980.375705 + Penalty 5149.372956 = -4930831.002749
  nChanged 18
		SP:Iteration 82Q (4596.800000 sec): 3 clusters
  Score: Raw -4935986.087948 + Penalty 5149.372956 = -4930836.714992
  nChanged 18
		SP:Iteration 83Q (4596.890000 sec): 3 clusters
  Score: Raw -4935990.892709 + Penalty 5149.372956 = -4930841.519753
  nChanged 12
		SP:Iteration 84Q (4596.980000 sec): 3 clusters
  Score: Raw -4935995.104140 + Penalty 5149.372956 = -4930845.731184
  nChanged 15
		SP:Iteration 85Q (4597.070000 sec): 3 clusters
  Score: Raw -4935999.598355 + Penalty 5149.372956 = -4930850.225398
  nChanged 14
		SP:Iteration 86Q (4597.160000 sec): 3 clusters
  Score: Raw -4936003.749006 + Penalty 5149.372956 = -4930854.376050
  nChanged 17
		SP:Iteration 87Q (4597.250000 sec): 3 clusters
  Score: Raw -4936009.530709 + Penalty 5149.372956 = -4930860.157753
  nChanged 22
		SP:Iteration 88Q (4597.340000 sec): 3 clusters
  Score: Raw -4936016.609218 + Penalty 5149.372956 = -4930867.236262
  nChanged 20
		SP:Iteration 89Q (4597.430000 sec): 3 clusters
  Score: Raw -4936022.000895 + Penalty 5149.372956 = -4930872.627939
  nChanged 17
		SP:Iteration 90Q (4597.520000 sec): 3 clusters
  Score: Raw -4936025.976463 + Penalty 5149.372956 = -4930876.603506
  nChanged 14
		SP:Iteration 91Q (4597.610000 sec): 3 clusters
  Score: Raw -4936029.692175 + Penalty 5149.372956 = -4930880.319219
  nChanged 12
		SP:Iteration 92Q (4597.700000 sec): 3 clusters
  Score: Raw -4936033.334631 + Penalty 5149.372956 = -4930883.961674
  nChanged 9
		SP:Iteration 93Q (4597.790000 sec): 3 clusters
  Score: Raw -4936035.843798 + Penalty 5149.372956 = -4930886.470841
  nChanged 8
		SP:Iteration 94Q (4597.880000 sec): 3 clusters
  Score: Raw -4936037.549621 + Penalty 5149.372956 = -4930888.176665
  nChanged 6
		SP:Iteration 95Q (4597.970000 sec): 3 clusters
  Score: Raw -4936039.233182 + Penalty 5149.372956 = -4930889.860226
  nChanged 8
		SP:Iteration 96Q (4598.060000 sec): 3 clusters
  Score: Raw -4936041.472825 + Penalty 5149.372956 = -4930892.099869
  nChanged 9
		SP:Iteration 97Q (4598.150000 sec): 3 clusters
  Score: Raw -4936044.476515 + Penalty 5149.372956 = -4930895.103559
  nChanged 8
		SP:Iteration 98Q (4598.240000 sec): 3 clusters
  Score: Raw -4936047.718396 + Penalty 5149.372956 = -4930898.345440
  nChanged 7
		SP:Iteration 99Q (4598.330000 sec): 3 clusters
  Score: Raw -4936050.078788 + Penalty 5149.372956 = -4930900.705831
  nChanged 9
		SP:Iteration 100F (4598.450000 sec): 3 clusters
  Score: Raw -4936052.168162 + Penalty 5149.372956 = -4930902.795206
  nChanged 5
		SP:Iteration 101Q (4598.540000 sec): 3 clusters
  Score: Raw -4936053.206728 + Penalty 5149.372956 = -4930903.833772
  nChanged 2
		SP:Iteration 102Q (4598.620000 sec): 3 clusters
  Score: Raw -4936054.013470 + Penalty 5149.372956 = -4930904.640514
  nChanged 0
		SP:Iteration 103F (4598.740000 sec): 3 clusters
  Score: Raw -4936054.013470 + Penalty 5149.372956 = -4930904.640514
  nChanged 0
Deleting Class 31 (158 points): Lose 1849.396383 but Gain 3374.686117
Iteration 59Q (4606.830000 sec): 31 clusters
  Score: Raw -117596618.312080 + Penalty 101240.583519 = -117495377.728561
  nChanged 2250
Deleting Class 29 (311 points): Lose 3353.489515 but Gain 3374.686117
Iteration 60F (4638.820000 sec): 30 clusters
  Score: Raw -117596041.157344 + Penalty 97865.897402 = -117498175.259942
  nChanged 2214
Iteration 61Q (4646.810000 sec): 30 clusters
  Score: Raw -117598852.871028 + Penalty 97865.897402 = -117500986.973626
  nChanged 1706
Iteration 62Q (4654.810000 sec): 30 clusters
  Score: Raw -117599311.925384 + Penalty 97865.897402 = -117501446.027983
  nChanged 1481
Iteration 63Q (4662.760000 sec): 30 clusters
  Score: Raw -117599549.725556 + Penalty 97865.897402 = -117501683.828154
  nChanged 1229
Iteration 64Q (4670.710000 sec): 30 clusters
  Score: Raw -117599682.507726 + Penalty 97865.897402 = -117501816.610324
  nChanged 1101
Iteration 65Q (4678.640000 sec): 30 clusters
  Score: Raw -117599784.330017 + Penalty 97865.897402 = -117501918.432615
  nChanged 972
Iteration 66Q (4686.580000 sec): 30 clusters
  Score: Raw -117599864.346463 + Penalty 97865.897402 = -117501998.449061
  nChanged 838
Iteration 67Q (4694.510000 sec): 30 clusters
  Score: Raw -117599916.988733 + Penalty 97865.897402 = -117502051.091332
  nChanged 752
Iteration 68Q (4702.430000 sec): 30 clusters
  Score: Raw -117599996.544800 + Penalty 97865.897402 = -117502130.647398
  nChanged 705
Iteration 69Q (4710.380000 sec): 30 clusters
  Score: Raw -117600043.898112 + Penalty 97865.897402 = -117502178.000711
  nChanged 686
Iteration 70Q (4718.280000 sec): 30 clusters
  Score: Raw -117600107.375234 + Penalty 97865.897402 = -117502241.477833
  nChanged 663
Iteration 71Q (4726.200000 sec): 30 clusters
  Score: Raw -117600215.618237 + Penalty 97865.897402 = -117502349.720836
  nChanged 598
Iteration 72Q (4734.100000 sec): 30 clusters
  Score: Raw -117600294.180010 + Penalty 97865.897402 = -117502428.282608
  nChanged 567
Iteration 73Q (4742.000000 sec): 30 clusters
  Score: Raw -117600345.122982 + Penalty 97865.897402 = -117502479.225580
  nChanged 524
Iteration 74Q (4749.890000 sec): 30 clusters
  Score: Raw -117600385.924317 + Penalty 97865.897402 = -117502520.026915
  nChanged 479
Iteration 75Q (4757.770000 sec): 30 clusters
  Score: Raw -117600411.798880 + Penalty 97865.897402 = -117502545.901478
  nChanged 448
Iteration 76Q (4765.670000 sec): 30 clusters
  Score: Raw -117600430.609516 + Penalty 97865.897402 = -117502564.712114
  nChanged 390
Iteration 77Q (4773.560000 sec): 30 clusters
  Score: Raw -117600446.283011 + Penalty 97865.897402 = -117502580.385609
  nChanged 351
Iteration 78Q (4781.450000 sec): 30 clusters
  Score: Raw -117600460.532973 + Penalty 97865.897402 = -117502594.635572
  nChanged 343
Iteration 79Q (4789.340000 sec): 30 clusters
  Score: Raw -117600472.261813 + Penalty 97865.897402 = -117502606.364411
  nChanged 334
Iteration 80F (4820.390000 sec): 30 clusters
  Score: Raw -117600592.053810 + Penalty 97865.897402 = -117502726.156408
  nChanged 319
Iteration 81Q (4828.330000 sec): 30 clusters
  Score: Raw -117600738.497922 + Penalty 97865.897402 = -117502872.600521
  nChanged 286
Iteration 82Q (4836.250000 sec): 30 clusters
  Score: Raw -117600825.963951 + Penalty 97865.897402 = -117502960.066549
  nChanged 290
Iteration 83Q (4844.190000 sec): 30 clusters
  Score: Raw -117600860.914698 + Penalty 97865.897402 = -117502995.017297
  nChanged 286
Iteration 84Q (4852.110000 sec): 30 clusters
  Score: Raw -117600885.634725 + Penalty 97865.897402 = -117503019.737324
  nChanged 257
Iteration 85Q (4860.030000 sec): 30 clusters
  Score: Raw -117600895.221330 + Penalty 97865.897402 = -117503029.323928
  nChanged 227
Iteration 86Q (4867.980000 sec): 30 clusters
  Score: Raw -117600903.061254 + Penalty 97865.897402 = -117503037.163853
  nChanged 210
Iteration 87Q (4875.920000 sec): 30 clusters
  Score: Raw -117600910.587576 + Penalty 97865.897402 = -117503044.690175
  nChanged 181
Iteration 88Q (4883.850000 sec): 30 clusters
  Score: Raw -117600916.390058 + Penalty 97865.897402 = -117503050.492657
  nChanged 179
Iteration 89Q (4891.800000 sec): 30 clusters
  Score: Raw -117600921.514868 + Penalty 97865.897402 = -117503055.617466
  nChanged 169
Iteration 90Q (4899.720000 sec): 30 clusters
  Score: Raw -117600926.794401 + Penalty 97865.897402 = -117503060.896999
  nChanged 140
Iteration 91Q (4907.680000 sec): 30 clusters
  Score: Raw -117600931.595221 + Penalty 97865.897402 = -117503065.697819
  nChanged 150
Iteration 92Q (4915.630000 sec): 30 clusters
  Score: Raw -117600936.204715 + Penalty 97865.897402 = -117503070.307313
  nChanged 140
Iteration 93Q (4923.580000 sec): 30 clusters
  Score: Raw -117600940.816523 + Penalty 97865.897402 = -117503074.919121
  nChanged 140
Iteration 94Q (4931.540000 sec): 30 clusters
  Score: Raw -117600945.659527 + Penalty 97865.897402 = -117503079.762125
  nChanged 123
Iteration 95Q (4939.480000 sec): 30 clusters
  Score: Raw -117600950.073165 + Penalty 97865.897402 = -117503084.175763
  nChanged 103
Iteration 96Q (4947.400000 sec): 30 clusters
  Score: Raw -117600954.316074 + Penalty 97865.897402 = -117503088.418672
  nChanged 101
Iteration 97Q (4955.310000 sec): 30 clusters
  Score: Raw -117600958.277402 + Penalty 97865.897402 = -117503092.380001
  nChanged 107
Iteration 98Q (4963.290000 sec): 30 clusters
  Score: Raw -117600962.997859 + Penalty 97865.897402 = -117503097.100457
  nChanged 101
Writing temp clu file 
Because OldScore, -117503092.380001, is greater than current (better) Score,-117503097.100457 
 Compute initial score before splitting:   Score: Raw -117600962.997859 + Penalty 97865.897402 = -117503097.100457
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4963.450000 sec): 2 clusters
  Score: Raw -1044733.023530 + Penalty 2200.028897 = -1042532.994633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4963.470000 sec): 3 clusters
  Score: Raw -1041102.376651 + Penalty 4400.057795 = -1036702.318856
  nChanged 2803
		SP:Iteration 1F (4963.500000 sec): 3 clusters
  Score: Raw -1042666.443963 + Penalty 4400.057795 = -1038266.386168
  nChanged 470
		SP:Iteration 2F (4963.520000 sec): 3 clusters
  Score: Raw -1042886.605049 + Penalty 4400.057795 = -1038486.547254
  nChanged 325
		SP:Iteration 3Q (4963.550000 sec): 3 clusters
  Score: Raw -1043027.003872 + Penalty 4400.057795 = -1038626.946077
  nChanged 259
		SP:Iteration 4Q (4963.580000 sec): 3 clusters
  Score: Raw -1043144.281213 + Penalty 4400.057795 = -1038744.223418
  nChanged 225
		SP:Iteration 5Q (4963.600000 sec): 3 clusters
  Score: Raw -1043241.242948 + Penalty 4400.057795 = -1038841.185153
  nChanged 177
		SP:Iteration 6Q (4963.630000 sec): 3 clusters
  Score: Raw -1043309.999806 + Penalty 4400.057795 = -1038909.942012
  nChanged 142
		SP:Iteration 7Q (4963.650000 sec): 3 clusters
  Score: Raw -1043368.433676 + Penalty 4400.057795 = -1038968.375881
  nChanged 130
		SP:Iteration 8Q (4963.680000 sec): 3 clusters
  Score: Raw -1043424.487800 + Penalty 4400.057795 = -1039024.430005
  nChanged 135
		SP:Iteration 9Q (4963.700000 sec): 3 clusters
  Score: Raw -1043487.295056 + Penalty 4400.057795 = -1039087.237261
  nChanged 144
		SP:Iteration 10Q (4963.730000 sec): 3 clusters
  Score: Raw -1043553.958211 + Penalty 4400.057795 = -1039153.900416
  nChanged 154
		SP:Iteration 11Q (4963.750000 sec): 3 clusters
  Score: Raw -1043624.042754 + Penalty 4400.057795 = -1039223.984959
  nChanged 146
		SP:Iteration 12Q (4963.780000 sec): 3 clusters
  Score: Raw -1043696.271649 + Penalty 4400.057795 = -1039296.213854
  nChanged 157
		SP:Iteration 13Q (4963.800000 sec): 3 clusters
  Score: Raw -1043785.173803 + Penalty 4400.057795 = -1039385.116008
  nChanged 164
		SP:Iteration 14Q (4963.830000 sec): 3 clusters
  Score: Raw -1043886.265200 + Penalty 4400.057795 = -1039486.207405
  nChanged 177
		SP:Iteration 15Q (4963.860000 sec): 3 clusters
  Score: Raw -1043995.800675 + Penalty 4400.057795 = -1039595.742880
  nChanged 193
		SP:Iteration 16Q (4963.880000 sec): 3 clusters
  Score: Raw -1044110.133372 + Penalty 4400.057795 = -1039710.075577
  nChanged 179
		SP:Iteration 17Q (4963.900000 sec): 3 clusters
  Score: Raw -1044208.298858 + Penalty 4400.057795 = -1039808.241063
  nChanged 161
		SP:Iteration 18Q (4963.930000 sec): 3 clusters
  Score: Raw -1044291.380890 + Penalty 4400.057795 = -1039891.323095
  nChanged 160
		SP:Iteration 19Q (4963.950000 sec): 3 clusters
  Score: Raw -1044382.068280 + Penalty 4400.057795 = -1039982.010485
  nChanged 155
		SP:Iteration 20F (4963.980000 sec): 3 clusters
  Score: Raw -1044461.287800 + Penalty 4400.057795 = -1040061.230005
  nChanged 114
		SP:Iteration 21Q (4964.000000 sec): 3 clusters
  Score: Raw -1044511.917430 + Penalty 4400.057795 = -1040111.859635
  nChanged 94
		SP:Iteration 22Q (4964.020000 sec): 3 clusters
  Score: Raw -1044553.019839 + Penalty 4400.057795 = -1040152.962044
  nChanged 91
		SP:Iteration 23Q (4964.040000 sec): 3 clusters
  Score: Raw -1044588.796925 + Penalty 4400.057795 = -1040188.739130
  nChanged 80
		SP:Iteration 24Q (4964.070000 sec): 3 clusters
  Score: Raw -1044620.546184 + Penalty 4400.057795 = -1040220.488389
  nChanged 66
		SP:Iteration 25Q (4964.090000 sec): 3 clusters
  Score: Raw -1044643.716844 + Penalty 4400.057795 = -1040243.659049
  nChanged 68
		SP:Iteration 26Q (4964.120000 sec): 3 clusters
  Score: Raw -1044667.578828 + Penalty 4400.057795 = -1040267.521033
  nChanged 51
		SP:Iteration 27Q (4964.140000 sec): 3 clusters
  Score: Raw -1044683.042038 + Penalty 4400.057795 = -1040282.984243
  nChanged 44
		SP:Iteration 28Q (4964.160000 sec): 3 clusters
  Score: Raw -1044696.140105 + Penalty 4400.057795 = -1040296.082310
  nChanged 37
		SP:Iteration 29Q (4964.180000 sec): 3 clusters
  Score: Raw -1044708.006601 + Penalty 4400.057795 = -1040307.948806
  nChanged 30
		SP:Iteration 30Q (4964.210000 sec): 3 clusters
  Score: Raw -1044718.531807 + Penalty 4400.057795 = -1040318.474012
  nChanged 30
		SP:Iteration 31Q (4964.230000 sec): 3 clusters
  Score: Raw -1044730.120090 + Penalty 4400.057795 = -1040330.062295
  nChanged 34
		SP:Iteration 32Q (4964.250000 sec): 3 clusters
  Score: Raw -1044740.204715 + Penalty 4400.057795 = -1040340.146920
  nChanged 35
		SP:Iteration 33Q (4964.280000 sec): 3 clusters
  Score: Raw -1044751.366946 + Penalty 4400.057795 = -1040351.309151
  nChanged 33
		SP:Iteration 34Q (4964.300000 sec): 3 clusters
  Score: Raw -1044761.780462 + Penalty 4400.057795 = -1040361.722667
  nChanged 28
		SP:Iteration 35Q (4964.320000 sec): 3 clusters
  Score: Raw -1044771.551721 + Penalty 4400.057795 = -1040371.493926
  nChanged 31
		SP:Iteration 36Q (4964.340000 sec): 3 clusters
  Score: Raw -1044782.733139 + Penalty 4400.057795 = -1040382.675344
  nChanged 30
		SP:Iteration 37Q (4964.360000 sec): 3 clusters
  Score: Raw -1044792.094986 + Penalty 4400.057795 = -1040392.037191
  nChanged 27
		SP:Iteration 38Q (4964.390000 sec): 3 clusters
  Score: Raw -1044800.875533 + Penalty 4400.057795 = -1040400.817738
  nChanged 35
		SP:Iteration 39Q (4964.410000 sec): 3 clusters
  Score: Raw -1044810.770359 + Penalty 4400.057795 = -1040410.712564
  nChanged 24
		SP:Iteration 40F (4964.440000 sec): 3 clusters
  Score: Raw -1044818.577221 + Penalty 4400.057795 = -1040418.519426
  nChanged 27
		SP:Iteration 41Q (4964.460000 sec): 3 clusters
  Score: Raw -1044828.188909 + Penalty 4400.057795 = -1040428.131114
  nChanged 31
		SP:Iteration 42Q (4964.480000 sec): 3 clusters
  Score: Raw -1044840.549439 + Penalty 4400.057795 = -1040440.491644
  nChanged 32
		SP:Iteration 43Q (4964.510000 sec): 3 clusters
  Score: Raw -1044852.968202 + Penalty 4400.057795 = -1040452.910407
  nChanged 31
		SP:Iteration 44Q (4964.530000 sec): 3 clusters
  Score: Raw -1044865.918042 + Penalty 4400.057795 = -1040465.860247
  nChanged 35
		SP:Iteration 45Q (4964.550000 sec): 3 clusters
  Score: Raw -1044879.466691 + Penalty 4400.057795 = -1040479.408896
  nChanged 31
		SP:Iteration 46Q (4964.580000 sec): 3 clusters
  Score: Raw -1044891.578050 + Penalty 4400.057795 = -1040491.520255
  nChanged 30
		SP:Iteration 47Q (4964.600000 sec): 3 clusters
  Score: Raw -1044901.036375 + Penalty 4400.057795 = -1040500.978580
  nChanged 25
		SP:Iteration 48Q (4964.620000 sec): 3 clusters
  Score: Raw -1044908.799873 + Penalty 4400.057795 = -1040508.742078
  nChanged 25
		SP:Iteration 49Q (4964.640000 sec): 3 clusters
  Score: Raw -1044917.070502 + Penalty 4400.057795 = -1040517.012707
  nChanged 20
		SP:Iteration 50Q (4964.670000 sec): 3 clusters
  Score: Raw -1044923.206751 + Penalty 4400.057795 = -1040523.148956
  nChanged 13
		SP:Iteration 51Q (4964.690000 sec): 3 clusters
  Score: Raw -1044928.381089 + Penalty 4400.057795 = -1040528.323294
  nChanged 13
		SP:Iteration 52Q (4964.710000 sec): 3 clusters
  Score: Raw -1044932.613411 + Penalty 4400.057795 = -1040532.555616
  nChanged 8
		SP:Iteration 53Q (4964.730000 sec): 3 clusters
  Score: Raw -1044935.429019 + Penalty 4400.057795 = -1040535.371224
  nChanged 7
		SP:Iteration 54Q (4964.750000 sec): 3 clusters
  Score: Raw -1044937.630326 + Penalty 4400.057795 = -1040537.572532
  nChanged 9
		SP:Iteration 55Q (4964.770000 sec): 3 clusters
  Score: Raw -1044942.648733 + Penalty 4400.057795 = -1040542.590938
  nChanged 10
		SP:Iteration 56Q (4964.790000 sec): 3 clusters
  Score: Raw -1044944.934759 + Penalty 4400.057795 = -1040544.876964
  nChanged 4
		SP:Iteration 57Q (4964.820000 sec): 3 clusters
  Score: Raw -1044945.972970 + Penalty 4400.057795 = -1040545.915175
  nChanged 1
		SP:Iteration 58Q (4964.840000 sec): 3 clusters
  Score: Raw -1044946.336858 + Penalty 4400.057795 = -1040546.279063
  nChanged 0
		SP:Iteration 59F (4964.870000 sec): 3 clusters
  Score: Raw -1044946.336858 + Penalty 4400.057795 = -1040546.279063
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4964.890000 sec): 2 clusters
  Score: Raw -1037330.277472 + Penalty 2201.971013 = -1035128.306458
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4964.910000 sec): 3 clusters
  Score: Raw -1033686.248270 + Penalty 4403.942027 = -1029282.306243
  nChanged 2833
		SP:Iteration 1F (4964.940000 sec): 3 clusters
  Score: Raw -1035214.515235 + Penalty 4403.942027 = -1030810.573208
  nChanged 523
		SP:Iteration 2F (4964.970000 sec): 3 clusters
  Score: Raw -1035535.384742 + Penalty 4403.942027 = -1031131.442715
  nChanged 409
		SP:Iteration 3F (4964.990000 sec): 3 clusters
  Score: Raw -1035743.588208 + Penalty 4403.942027 = -1031339.646181
  nChanged 323
		SP:Iteration 4Q (4965.020000 sec): 3 clusters
  Score: Raw -1035917.995691 + Penalty 4403.942027 = -1031514.053664
  nChanged 280
		SP:Iteration 5Q (4965.050000 sec): 3 clusters
  Score: Raw -1036063.584021 + Penalty 4403.942027 = -1031659.641994
  nChanged 247
		SP:Iteration 6Q (4965.070000 sec): 3 clusters
  Score: Raw -1036188.439368 + Penalty 4403.942027 = -1031784.497341
  nChanged 217
		SP:Iteration 7Q (4965.100000 sec): 3 clusters
  Score: Raw -1036287.339489 + Penalty 4403.942027 = -1031883.397462
  nChanged 185
		SP:Iteration 8Q (4965.120000 sec): 3 clusters
  Score: Raw -1036372.304372 + Penalty 4403.942027 = -1031968.362345
  nChanged 171
		SP:Iteration 9Q (4965.150000 sec): 3 clusters
  Score: Raw -1036459.000126 + Penalty 4403.942027 = -1032055.058099
  nChanged 181
		SP:Iteration 10Q (4965.170000 sec): 3 clusters
  Score: Raw -1036547.813267 + Penalty 4403.942027 = -1032143.871240
  nChanged 172
		SP:Iteration 11Q (4965.200000 sec): 3 clusters
  Score: Raw -1036640.647620 + Penalty 4403.942027 = -1032236.705593
  nChanged 177
		SP:Iteration 12Q (4965.230000 sec): 3 clusters
  Score: Raw -1036733.726208 + Penalty 4403.942027 = -1032329.784182
  nChanged 151
		SP:Iteration 13Q (4965.250000 sec): 3 clusters
  Score: Raw -1036820.347964 + Penalty 4403.942027 = -1032416.405937
  nChanged 166
		SP:Iteration 14Q (4965.280000 sec): 3 clusters
  Score: Raw -1036908.399679 + Penalty 4403.942027 = -1032504.457652
  nChanged 141
		SP:Iteration 15Q (4965.300000 sec): 3 clusters
  Score: Raw -1036973.762324 + Penalty 4403.942027 = -1032569.820297
  nChanged 119
		SP:Iteration 16Q (4965.330000 sec): 3 clusters
  Score: Raw -1037025.809378 + Penalty 4403.942027 = -1032621.867351
  nChanged 110
		SP:Iteration 17Q (4965.350000 sec): 3 clusters
  Score: Raw -1037077.322982 + Penalty 4403.942027 = -1032673.380956
  nChanged 115
		SP:Iteration 18Q (4965.380000 sec): 3 clusters
  Score: Raw -1037134.960494 + Penalty 4403.942027 = -1032731.018468
  nChanged 107
		SP:Iteration 19Q (4965.400000 sec): 3 clusters
  Score: Raw -1037185.084497 + Penalty 4403.942027 = -1032781.142470
  nChanged 78
		SP:Iteration 20F (4965.430000 sec): 3 clusters
  Score: Raw -1037220.384250 + Penalty 4403.942027 = -1032816.442223
  nChanged 86
		SP:Iteration 21Q (4965.450000 sec): 3 clusters
  Score: Raw -1037259.538182 + Penalty 4403.942027 = -1032855.596155
  nChanged 70
		SP:Iteration 22Q (4965.480000 sec): 3 clusters
  Score: Raw -1037288.610726 + Penalty 4403.942027 = -1032884.668699
  nChanged 70
		SP:Iteration 23Q (4965.500000 sec): 3 clusters
  Score: Raw -1037317.222099 + Penalty 4403.942027 = -1032913.280072
  nChanged 63
		SP:Iteration 24Q (4965.530000 sec): 3 clusters
  Score: Raw -1037343.862508 + Penalty 4403.942027 = -1032939.920481
  nChanged 62
		SP:Iteration 25Q (4965.550000 sec): 3 clusters
  Score: Raw -1037368.810738 + Penalty 4403.942027 = -1032964.868711
  nChanged 50
		SP:Iteration 26Q (4965.570000 sec): 3 clusters
  Score: Raw -1037385.158080 + Penalty 4403.942027 = -1032981.216053
  nChanged 37
		SP:Iteration 27Q (4965.600000 sec): 3 clusters
  Score: Raw -1037395.529632 + Penalty 4403.942027 = -1032991.587605
  nChanged 26
		SP:Iteration 28Q (4965.620000 sec): 3 clusters
  Score: Raw -1037404.403926 + Penalty 4403.942027 = -1033000.461899
  nChanged 26
		SP:Iteration 29Q (4965.650000 sec): 3 clusters
  Score: Raw -1037411.261120 + Penalty 4403.942027 = -1033007.319094
  nChanged 18
		SP:Iteration 30Q (4965.670000 sec): 3 clusters
  Score: Raw -1037415.505055 + Penalty 4403.942027 = -1033011.563028
  nChanged 11
		SP:Iteration 31Q (4965.690000 sec): 3 clusters
  Score: Raw -1037418.481281 + Penalty 4403.942027 = -1033014.539254
  nChanged 6
		SP:Iteration 32Q (4965.720000 sec): 3 clusters
  Score: Raw -1037420.004758 + Penalty 4403.942027 = -1033016.062731
  nChanged 4
		SP:Iteration 33Q (4965.740000 sec): 3 clusters
  Score: Raw -1037420.785602 + Penalty 4403.942027 = -1033016.843575
  nChanged 2
		SP:Iteration 34Q (4965.760000 sec): 3 clusters
  Score: Raw -1037421.051070 + Penalty 4403.942027 = -1033017.109043
  nChanged 1
		SP:Iteration 35Q (4965.790000 sec): 3 clusters
  Score: Raw -1037421.151501 + Penalty 4403.942027 = -1033017.209474
  nChanged 1
		SP:Iteration 36Q (4965.810000 sec): 3 clusters
  Score: Raw -1037421.212957 + Penalty 4403.942027 = -1033017.270930
  nChanged 0
		SP:Iteration 37F (4965.840000 sec): 3 clusters
  Score: Raw -1037421.212957 + Penalty 4403.942027 = -1033017.270930
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (26943 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4965.930000 sec): 2 clusters
  Score: Raw -3981165.772078 + Penalty 2529.966743 = -3978635.805335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4966.030000 sec): 3 clusters
  Score: Raw -3965119.575611 + Penalty 5059.933486 = -3960059.642125
  nChanged 11984
		SP:Iteration 1F (4966.130000 sec): 3 clusters
  Score: Raw -3971637.934159 + Penalty 5059.933486 = -3966578.000673
  nChanged 1358
		SP:Iteration 2F (4966.220000 sec): 3 clusters
  Score: Raw -3972101.859885 + Penalty 5059.933486 = -3967041.926399
  nChanged 1250
		SP:Iteration 3Q (4966.320000 sec): 3 clusters
  Score: Raw -3972537.086584 + Penalty 5059.933486 = -3967477.153098
  nChanged 1208
		SP:Iteration 4Q (4966.420000 sec): 3 clusters
  Score: Raw -3972981.763821 + Penalty 5059.933486 = -3967921.830335
  nChanged 1202
		SP:Iteration 5Q (4966.520000 sec): 3 clusters
  Score: Raw -3973480.584275 + Penalty 5059.933486 = -3968420.650789
  nChanged 1290
		SP:Iteration 6Q (4966.620000 sec): 3 clusters
  Score: Raw -3974103.334514 + Penalty 5059.933486 = -3969043.401028
  nChanged 1505
		SP:Iteration 7F (4966.710000 sec): 3 clusters
  Score: Raw -3974984.144797 + Penalty 5059.933486 = -3969924.211311
  nChanged 1612
		SP:Iteration 8F (4966.810000 sec): 3 clusters
  Score: Raw -3976099.678488 + Penalty 5059.933486 = -3971039.745002
  nChanged 1639
		SP:Iteration 9F (4966.910000 sec): 3 clusters
  Score: Raw -3977322.264539 + Penalty 5059.933486 = -3972262.331053
  nChanged 1422
		SP:Iteration 10F (4967.000000 sec): 3 clusters
  Score: Raw -3978488.526807 + Penalty 5059.933486 = -3973428.593321
  nChanged 1142
		SP:Iteration 11Q (4967.100000 sec): 3 clusters
  Score: Raw -3979484.327321 + Penalty 5059.933486 = -3974424.393835
  nChanged 792
		SP:Iteration 12Q (4967.190000 sec): 3 clusters
  Score: Raw -3980165.842174 + Penalty 5059.933486 = -3975105.908688
  nChanged 530
		SP:Iteration 13Q (4967.280000 sec): 3 clusters
  Score: Raw -3980593.478887 + Penalty 5059.933486 = -3975533.545401
  nChanged 374
		SP:Iteration 14Q (4967.360000 sec): 3 clusters
  Score: Raw -3980874.889730 + Penalty 5059.933486 = -3975814.956244
  nChanged 272
		SP:Iteration 15Q (4967.440000 sec): 3 clusters
  Score: Raw -3981055.986332 + Penalty 5059.933486 = -3975996.052846
  nChanged 201
		SP:Iteration 16Q (4967.520000 sec): 3 clusters
  Score: Raw -3981179.888530 + Penalty 5059.933486 = -3976119.955044
  nChanged 172
		SP:Iteration 17Q (4967.590000 sec): 3 clusters
  Score: Raw -3981272.460514 + Penalty 5059.933486 = -3976212.527028
  nChanged 126
		SP:Iteration 18Q (4967.660000 sec): 3 clusters
  Score: Raw -3981329.495660 + Penalty 5059.933486 = -3976269.562174
  nChanged 92
		SP:Iteration 19Q (4967.740000 sec): 3 clusters
  Score: Raw -3981375.130423 + Penalty 5059.933486 = -3976315.196937
  nChanged 72
		SP:Iteration 20F (4967.840000 sec): 3 clusters
  Score: Raw -3981406.612771 + Penalty 5059.933486 = -3976346.679285
  nChanged 63
		SP:Iteration 21Q (4967.910000 sec): 3 clusters
  Score: Raw -3981429.977098 + Penalty 5059.933486 = -3976370.043612
  nChanged 56
		SP:Iteration 22Q (4967.980000 sec): 3 clusters
  Score: Raw -3981448.063907 + Penalty 5059.933486 = -3976388.130421
  nChanged 33
		SP:Iteration 23Q (4968.050000 sec): 3 clusters
  Score: Raw -3981457.735616 + Penalty 5059.933486 = -3976397.802130
  nChanged 24
		SP:Iteration 24Q (4968.120000 sec): 3 clusters
  Score: Raw -3981465.970727 + Penalty 5059.933486 = -3976406.037241
  nChanged 30
		SP:Iteration 25Q (4968.200000 sec): 3 clusters
  Score: Raw -3981476.498315 + Penalty 5059.933486 = -3976416.564829
  nChanged 24
		SP:Iteration 26Q (4968.270000 sec): 3 clusters
  Score: Raw -3981483.844158 + Penalty 5059.933486 = -3976423.910672
  nChanged 26
		SP:Iteration 27Q (4968.340000 sec): 3 clusters
  Score: Raw -3981492.919532 + Penalty 5059.933486 = -3976432.986046
  nChanged 22
		SP:Iteration 28Q (4968.410000 sec): 3 clusters
  Score: Raw -3981500.351982 + Penalty 5059.933486 = -3976440.418496
  nChanged 16
		SP:Iteration 29Q (4968.480000 sec): 3 clusters
  Score: Raw -3981506.181627 + Penalty 5059.933486 = -3976446.248141
  nChanged 18
		SP:Iteration 30Q (4968.560000 sec): 3 clusters
  Score: Raw -3981510.946644 + Penalty 5059.933486 = -3976451.013158
  nChanged 14
		SP:Iteration 31Q (4968.630000 sec): 3 clusters
  Score: Raw -3981515.186101 + Penalty 5059.933486 = -3976455.252615
  nChanged 11
		SP:Iteration 32Q (4968.700000 sec): 3 clusters
  Score: Raw -3981518.157056 + Penalty 5059.933486 = -3976458.223570
  nChanged 14
		SP:Iteration 33Q (4968.770000 sec): 3 clusters
  Score: Raw -3981521.944017 + Penalty 5059.933486 = -3976462.010531
  nChanged 6
		SP:Iteration 34Q (4968.840000 sec): 3 clusters
  Score: Raw -3981523.471351 + Penalty 5059.933486 = -3976463.537865
  nChanged 10
		SP:Iteration 35Q (4968.910000 sec): 3 clusters
  Score: Raw -3981526.374772 + Penalty 5059.933486 = -3976466.441286
  nChanged 6
		SP:Iteration 36Q (4968.980000 sec): 3 clusters
  Score: Raw -3981528.647652 + Penalty 5059.933486 = -3976468.714166
  nChanged 7
		SP:Iteration 37Q (4969.060000 sec): 3 clusters
  Score: Raw -3981531.709647 + Penalty 5059.933486 = -3976471.776161
  nChanged 8
		SP:Iteration 38Q (4969.120000 sec): 3 clusters
  Score: Raw -3981534.220881 + Penalty 5059.933486 = -3976474.287395
  nChanged 6
		SP:Iteration 39Q (4969.200000 sec): 3 clusters
  Score: Raw -3981536.196607 + Penalty 5059.933486 = -3976476.263121
  nChanged 7
		SP:Iteration 40F (4969.290000 sec): 3 clusters
  Score: Raw -3981538.329531 + Penalty 5059.933486 = -3976478.396045
  nChanged 7
		SP:Iteration 41Q (4969.360000 sec): 3 clusters
  Score: Raw -3981539.818556 + Penalty 5059.933486 = -3976479.885070
  nChanged 2
		SP:Iteration 42Q (4969.440000 sec): 3 clusters
  Score: Raw -3981540.460240 + Penalty 5059.933486 = -3976480.526754
  nChanged 2
		SP:Iteration 43Q (4969.500000 sec): 3 clusters
  Score: Raw -3981541.049012 + Penalty 5059.933486 = -3976481.115526
  nChanged 4
		SP:Iteration 44Q (4969.580000 sec): 3 clusters
  Score: Raw -3981541.928637 + Penalty 5059.933486 = -3976481.995151
  nChanged 2
		SP:Iteration 45Q (4969.650000 sec): 3 clusters
  Score: Raw -3981542.161754 + Penalty 5059.933486 = -3976482.228268
  nChanged 2
		SP:Iteration 46Q (4969.720000 sec): 3 clusters
  Score: Raw -3981542.574127 + Penalty 5059.933486 = -3976482.640641
  nChanged 1
		SP:Iteration 47Q (4969.790000 sec): 3 clusters
  Score: Raw -3981542.836466 + Penalty 5059.933486 = -3976482.902980
  nChanged 0
		SP:Iteration 48F (4969.880000 sec): 3 clusters
  Score: Raw -3981542.836466 + Penalty 5059.933486 = -3976482.902980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (23767 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4969.960000 sec): 2 clusters
  Score: Raw -3294358.032165 + Penalty 2498.861229 = -3291859.170936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4970.050000 sec): 3 clusters
  Score: Raw -3280411.202659 + Penalty 4997.722458 = -3275413.480201
  nChanged 10489
		SP:Iteration 1F (4970.130000 sec): 3 clusters
  Score: Raw -3286291.937925 + Penalty 4997.722458 = -3281294.215467
  nChanged 1387
		SP:Iteration 2F (4970.220000 sec): 3 clusters
  Score: Raw -3286874.960406 + Penalty 4997.722458 = -3281877.237948
  nChanged 1253
		SP:Iteration 3F (4970.300000 sec): 3 clusters
  Score: Raw -3287450.167960 + Penalty 4997.722458 = -3282452.445502
  nChanged 1223
		SP:Iteration 4F (4970.390000 sec): 3 clusters
  Score: Raw -3288061.621820 + Penalty 4997.722458 = -3283063.899362
  nChanged 1210
		SP:Iteration 5F (4970.480000 sec): 3 clusters
  Score: Raw -3288697.863088 + Penalty 4997.722458 = -3283700.140630
  nChanged 1212
		SP:Iteration 6F (4970.560000 sec): 3 clusters
  Score: Raw -3289334.378722 + Penalty 4997.722458 = -3284336.656264
  nChanged 1167
		SP:Iteration 7Q (4970.650000 sec): 3 clusters
  Score: Raw -3290010.520889 + Penalty 4997.722458 = -3285012.798430
  nChanged 1120
		SP:Iteration 8Q (4970.740000 sec): 3 clusters
  Score: Raw -3290720.533349 + Penalty 4997.722458 = -3285722.810891
  nChanged 1049
		SP:Iteration 9Q (4970.820000 sec): 3 clusters
  Score: Raw -3291473.662014 + Penalty 4997.722458 = -3286475.939556
  nChanged 1000
		SP:Iteration 10Q (4970.910000 sec): 3 clusters
  Score: Raw -3292137.232188 + Penalty 4997.722458 = -3287139.509730
  nChanged 837
		SP:Iteration 11Q (4971.000000 sec): 3 clusters
  Score: Raw -3292570.676624 + Penalty 4997.722458 = -3287572.954166
  nChanged 597
		SP:Iteration 12Q (4971.080000 sec): 3 clusters
  Score: Raw -3292825.272422 + Penalty 4997.722458 = -3287827.549963
  nChanged 429
		SP:Iteration 13Q (4971.170000 sec): 3 clusters
  Score: Raw -3292981.574280 + Penalty 4997.722458 = -3287983.851822
  nChanged 309
		SP:Iteration 14Q (4971.250000 sec): 3 clusters
  Score: Raw -3293079.874482 + Penalty 4997.722458 = -3288082.152024
  nChanged 248
		SP:Iteration 15Q (4971.330000 sec): 3 clusters
  Score: Raw -3293156.296166 + Penalty 4997.722458 = -3288158.573708
  nChanged 221
		SP:Iteration 16Q (4971.410000 sec): 3 clusters
  Score: Raw -3293217.835515 + Penalty 4997.722458 = -3288220.113057
  nChanged 198
		SP:Iteration 17Q (4971.490000 sec): 3 clusters
  Score: Raw -3293274.322799 + Penalty 4997.722458 = -3288276.600341
  nChanged 199
		SP:Iteration 18Q (4971.570000 sec): 3 clusters
  Score: Raw -3293330.934698 + Penalty 4997.722458 = -3288333.212240
  nChanged 190
		SP:Iteration 19Q (4971.650000 sec): 3 clusters
  Score: Raw -3293379.551605 + Penalty 4997.722458 = -3288381.829147
  nChanged 178
		SP:Iteration 20F (4971.740000 sec): 3 clusters
  Score: Raw -3293427.771725 + Penalty 4997.722458 = -3288430.049267
  nChanged 191
		SP:Iteration 21Q (4971.820000 sec): 3 clusters
  Score: Raw -3293476.841525 + Penalty 4997.722458 = -3288479.119067
  nChanged 176
		SP:Iteration 22Q (4971.890000 sec): 3 clusters
  Score: Raw -3293524.697257 + Penalty 4997.722458 = -3288526.974799
  nChanged 171
		SP:Iteration 23Q (4971.970000 sec): 3 clusters
  Score: Raw -3293573.431634 + Penalty 4997.722458 = -3288575.709176
  nChanged 177
		SP:Iteration 24Q (4972.050000 sec): 3 clusters
  Score: Raw -3293622.391185 + Penalty 4997.722458 = -3288624.668727
  nChanged 185
		SP:Iteration 25Q (4972.120000 sec): 3 clusters
  Score: Raw -3293671.720230 + Penalty 4997.722458 = -3288673.997772
  nChanged 162
		SP:Iteration 26Q (4972.200000 sec): 3 clusters
  Score: Raw -3293714.827341 + Penalty 4997.722458 = -3288717.104883
  nChanged 154
		SP:Iteration 27Q (4972.280000 sec): 3 clusters
  Score: Raw -3293755.558027 + Penalty 4997.722458 = -3288757.835569
  nChanged 156
		SP:Iteration 28Q (4972.360000 sec): 3 clusters
  Score: Raw -3293797.326565 + Penalty 4997.722458 = -3288799.604107
  nChanged 140
		SP:Iteration 29Q (4972.430000 sec): 3 clusters
  Score: Raw -3293837.004945 + Penalty 4997.722458 = -3288839.282487
  nChanged 160
		SP:Iteration 30Q (4972.500000 sec): 3 clusters
  Score: Raw -3293882.947438 + Penalty 4997.722458 = -3288885.224980
  nChanged 147
		SP:Iteration 31Q (4972.580000 sec): 3 clusters
  Score: Raw -3293927.775611 + Penalty 4997.722458 = -3288930.053153
  nChanged 140
		SP:Iteration 32Q (4972.660000 sec): 3 clusters
  Score: Raw -3293972.041375 + Penalty 4997.722458 = -3288974.318917
  nChanged 154
		SP:Iteration 33Q (4972.730000 sec): 3 clusters
  Score: Raw -3294026.539116 + Penalty 4997.722458 = -3289028.816657
  nChanged 148
		SP:Iteration 34Q (4972.800000 sec): 3 clusters
  Score: Raw -3294080.903628 + Penalty 4997.722458 = -3289083.181170
  nChanged 152
		SP:Iteration 35Q (4972.880000 sec): 3 clusters
  Score: Raw -3294131.201053 + Penalty 4997.722458 = -3289133.478595
  nChanged 132
		SP:Iteration 36Q (4972.950000 sec): 3 clusters
  Score: Raw -3294172.272618 + Penalty 4997.722458 = -3289174.550160
  nChanged 142
		SP:Iteration 37Q (4973.020000 sec): 3 clusters
  Score: Raw -3294227.353149 + Penalty 4997.722458 = -3289229.630691
  nChanged 124
		SP:Iteration 38Q (4973.090000 sec): 3 clusters
  Score: Raw -3294273.102184 + Penalty 4997.722458 = -3289275.379726
  nChanged 116
		SP:Iteration 39Q (4973.160000 sec): 3 clusters
  Score: Raw -3294311.716342 + Penalty 4997.722458 = -3289313.993884
  nChanged 117
		SP:Iteration 40F (4973.250000 sec): 3 clusters
  Score: Raw -3294351.650196 + Penalty 4997.722458 = -3289353.927738
  nChanged 116
		SP:Iteration 41Q (4973.320000 sec): 3 clusters
  Score: Raw -3294385.180814 + Penalty 4997.722458 = -3289387.458356
  nChanged 113
		SP:Iteration 42Q (4973.390000 sec): 3 clusters
  Score: Raw -3294418.576447 + Penalty 4997.722458 = -3289420.853989
  nChanged 108
		SP:Iteration 43Q (4973.460000 sec): 3 clusters
  Score: Raw -3294448.237023 + Penalty 4997.722458 = -3289450.514565
  nChanged 97
		SP:Iteration 44Q (4973.530000 sec): 3 clusters
  Score: Raw -3294475.095160 + Penalty 4997.722458 = -3289477.372702
  nChanged 80
		SP:Iteration 45Q (4973.600000 sec): 3 clusters
  Score: Raw -3294496.733304 + Penalty 4997.722458 = -3289499.010845
  nChanged 70
		SP:Iteration 46Q (4973.670000 sec): 3 clusters
  Score: Raw -3294515.991697 + Penalty 4997.722458 = -3289518.269239
  nChanged 69
		SP:Iteration 47Q (4973.740000 sec): 3 clusters
  Score: Raw -3294533.118047 + Penalty 4997.722458 = -3289535.395589
  nChanged 67
		SP:Iteration 48Q (4973.810000 sec): 3 clusters
  Score: Raw -3294550.248669 + Penalty 4997.722458 = -3289552.526211
  nChanged 58
		SP:Iteration 49Q (4973.880000 sec): 3 clusters
  Score: Raw -3294564.419219 + Penalty 4997.722458 = -3289566.696761
  nChanged 50
		SP:Iteration 50Q (4973.950000 sec): 3 clusters
  Score: Raw -3294575.740965 + Penalty 4997.722458 = -3289578.018507
  nChanged 53
		SP:Iteration 51Q (4974.020000 sec): 3 clusters
  Score: Raw -3294587.998768 + Penalty 4997.722458 = -3289590.276310
  nChanged 53
		SP:Iteration 52Q (4974.080000 sec): 3 clusters
  Score: Raw -3294601.112615 + Penalty 4997.722458 = -3289603.390157
  nChanged 51
		SP:Iteration 53Q (4974.160000 sec): 3 clusters
  Score: Raw -3294614.173597 + Penalty 4997.722458 = -3289616.451139
  nChanged 65
		SP:Iteration 54Q (4974.220000 sec): 3 clusters
  Score: Raw -3294634.556834 + Penalty 4997.722458 = -3289636.834375
  nChanged 67
		SP:Iteration 55Q (4974.290000 sec): 3 clusters
  Score: Raw -3294659.220970 + Penalty 4997.722458 = -3289661.498512
  nChanged 63
		SP:Iteration 56Q (4974.360000 sec): 3 clusters
  Score: Raw -3294677.208612 + Penalty 4997.722458 = -3289679.486154
  nChanged 61
		SP:Iteration 57Q (4974.430000 sec): 3 clusters
  Score: Raw -3294695.004947 + Penalty 4997.722458 = -3289697.282489
  nChanged 64
		SP:Iteration 58Q (4974.500000 sec): 3 clusters
  Score: Raw -3294715.950272 + Penalty 4997.722458 = -3289718.227814
  nChanged 66
		SP:Iteration 59Q (4974.560000 sec): 3 clusters
  Score: Raw -3294735.979040 + Penalty 4997.722458 = -3289738.256582
  nChanged 50
		SP:Iteration 60F (4974.650000 sec): 3 clusters
  Score: Raw -3294750.307870 + Penalty 4997.722458 = -3289752.585412
  nChanged 45
		SP:Iteration 61Q (4974.710000 sec): 3 clusters
  Score: Raw -3294762.159205 + Penalty 4997.722458 = -3289764.436747
  nChanged 31
		SP:Iteration 62Q (4974.780000 sec): 3 clusters
  Score: Raw -3294771.152008 + Penalty 4997.722458 = -3289773.429550
  nChanged 38
		SP:Iteration 63Q (4974.850000 sec): 3 clusters
  Score: Raw -3294782.050821 + Penalty 4997.722458 = -3289784.328363
  nChanged 39
		SP:Iteration 64Q (4974.920000 sec): 3 clusters
  Score: Raw -3294793.214363 + Penalty 4997.722458 = -3289795.491905
  nChanged 32
		SP:Iteration 65Q (4974.980000 sec): 3 clusters
  Score: Raw -3294802.742135 + Penalty 4997.722458 = -3289805.019676
  nChanged 37
		SP:Iteration 66Q (4975.050000 sec): 3 clusters
  Score: Raw -3294815.026998 + Penalty 4997.722458 = -3289817.304540
  nChanged 34
		SP:Iteration 67Q (4975.120000 sec): 3 clusters
  Score: Raw -3294826.992978 + Penalty 4997.722458 = -3289829.270520
  nChanged 33
		SP:Iteration 68Q (4975.180000 sec): 3 clusters
  Score: Raw -3294840.027180 + Penalty 4997.722458 = -3289842.304722
  nChanged 41
		SP:Iteration 69Q (4975.250000 sec): 3 clusters
  Score: Raw -3294856.562916 + Penalty 4997.722458 = -3289858.840458
  nChanged 45
		SP:Iteration 70Q (4975.310000 sec): 3 clusters
  Score: Raw -3294874.577941 + Penalty 4997.722458 = -3289876.855483
  nChanged 46
		SP:Iteration 71Q (4975.380000 sec): 3 clusters
  Score: Raw -3294893.351523 + Penalty 4997.722458 = -3289895.629065
  nChanged 46
		SP:Iteration 72Q (4975.440000 sec): 3 clusters
  Score: Raw -3294914.659944 + Penalty 4997.722458 = -3289916.937486
  nChanged 44
		SP:Iteration 73Q (4975.510000 sec): 3 clusters
  Score: Raw -3294932.245097 + Penalty 4997.722458 = -3289934.522639
  nChanged 39
		SP:Iteration 74Q (4975.580000 sec): 3 clusters
  Score: Raw -3294948.911186 + Penalty 4997.722458 = -3289951.188728
  nChanged 41
		SP:Iteration 75Q (4975.640000 sec): 3 clusters
  Score: Raw -3294967.499733 + Penalty 4997.722458 = -3289969.777275
  nChanged 37
		SP:Iteration 76Q (4975.710000 sec): 3 clusters
  Score: Raw -3294986.110763 + Penalty 4997.722458 = -3289988.388305
  nChanged 40
		SP:Iteration 77Q (4975.770000 sec): 3 clusters
  Score: Raw -3295006.301113 + Penalty 4997.722458 = -3290008.578655
  nChanged 38
		SP:Iteration 78Q (4975.840000 sec): 3 clusters
  Score: Raw -3295025.980297 + Penalty 4997.722458 = -3290028.257839
  nChanged 47
		SP:Iteration 79Q (4975.900000 sec): 3 clusters
  Score: Raw -3295044.077367 + Penalty 4997.722458 = -3290046.354909
  nChanged 33
		SP:Iteration 80F (4975.980000 sec): 3 clusters
  Score: Raw -3295055.205056 + Penalty 4997.722458 = -3290057.482598
  nChanged 23
		SP:Iteration 81Q (4976.050000 sec): 3 clusters
  Score: Raw -3295063.019424 + Penalty 4997.722458 = -3290065.296966
  nChanged 13
		SP:Iteration 82Q (4976.110000 sec): 3 clusters
  Score: Raw -3295067.118288 + Penalty 4997.722458 = -3290069.395830
  nChanged 13
		SP:Iteration 83Q (4976.180000 sec): 3 clusters
  Score: Raw -3295071.149739 + Penalty 4997.722458 = -3290073.427280
  nChanged 13
		SP:Iteration 84Q (4976.240000 sec): 3 clusters
  Score: Raw -3295074.656072 + Penalty 4997.722458 = -3290076.933614
  nChanged 14
		SP:Iteration 85Q (4976.300000 sec): 3 clusters
  Score: Raw -3295078.433340 + Penalty 4997.722458 = -3290080.710882
  nChanged 13
		SP:Iteration 86Q (4976.370000 sec): 3 clusters
  Score: Raw -3295081.805953 + Penalty 4997.722458 = -3290084.083495
  nChanged 11
		SP:Iteration 87Q (4976.430000 sec): 3 clusters
  Score: Raw -3295085.081532 + Penalty 4997.722458 = -3290087.359074
  nChanged 9
		SP:Iteration 88Q (4976.500000 sec): 3 clusters
  Score: Raw -3295088.329931 + Penalty 4997.722458 = -3290090.607473
  nChanged 8
		SP:Iteration 89Q (4976.560000 sec): 3 clusters
  Score: Raw -3295090.592209 + Penalty 4997.722458 = -3290092.869751
  nChanged 6
		SP:Iteration 90Q (4976.620000 sec): 3 clusters
  Score: Raw -3295092.435024 + Penalty 4997.722458 = -3290094.712566
  nChanged 9
		SP:Iteration 91Q (4976.690000 sec): 3 clusters
  Score: Raw -3295094.925311 + Penalty 4997.722458 = -3290097.202852
  nChanged 5
		SP:Iteration 92Q (4976.750000 sec): 3 clusters
  Score: Raw -3295095.971536 + Penalty 4997.722458 = -3290098.249078
  nChanged 2
		SP:Iteration 93Q (4976.820000 sec): 3 clusters
  Score: Raw -3295096.388493 + Penalty 4997.722458 = -3290098.666035
  nChanged 6
		SP:Iteration 94Q (4976.880000 sec): 3 clusters
  Score: Raw -3295098.324545 + Penalty 4997.722458 = -3290100.602087
  nChanged 7
		SP:Iteration 95Q (4976.940000 sec): 3 clusters
  Score: Raw -3295100.512167 + Penalty 4997.722458 = -3290102.789709
  nChanged 9
		SP:Iteration 96Q (4977.010000 sec): 3 clusters
  Score: Raw -3295104.352768 + Penalty 4997.722458 = -3290106.630310
  nChanged 7
		SP:Iteration 97Q (4977.070000 sec): 3 clusters
  Score: Raw -3295106.377606 + Penalty 4997.722458 = -3290108.655147
  nChanged 6
		SP:Iteration 98Q (4977.140000 sec): 3 clusters
  Score: Raw -3295107.894823 + Penalty 4997.722458 = -3290110.172365
  nChanged 7
		SP:Iteration 99Q (4977.200000 sec): 3 clusters
  Score: Raw -3295109.368695 + Penalty 4997.722458 = -3290111.646237
  nChanged 5
		SP:Iteration 100F (4977.280000 sec): 3 clusters
  Score: Raw -3295110.792058 + Penalty 4997.722458 = -3290113.069600
  nChanged 8
		SP:Iteration 101Q (4977.350000 sec): 3 clusters
  Score: Raw -3295114.434470 + Penalty 4997.722458 = -3290116.712012
  nChanged 7
		SP:Iteration 102Q (4977.410000 sec): 3 clusters
  Score: Raw -3295116.190876 + Penalty 4997.722458 = -3290118.468418
  nChanged 4
		SP:Iteration 103Q (4977.470000 sec): 3 clusters
  Score: Raw -3295117.052804 + Penalty 4997.722458 = -3290119.330345
  nChanged 2
		SP:Iteration 104Q (4977.540000 sec): 3 clusters
  Score: Raw -3295117.589944 + Penalty 4997.722458 = -3290119.867486
  nChanged 1
		SP:Iteration 105Q (4977.600000 sec): 3 clusters
  Score: Raw -3295117.905964 + Penalty 4997.722458 = -3290120.183506
  nChanged 1
		SP:Iteration 106Q (4977.660000 sec): 3 clusters
  Score: Raw -3295118.487200 + Penalty 4997.722458 = -3290120.764742
  nChanged 3
		SP:Iteration 107Q (4977.730000 sec): 3 clusters
  Score: Raw -3295119.742618 + Penalty 4997.722458 = -3290122.020160
  nChanged 5
		SP:Iteration 108Q (4977.790000 sec): 3 clusters
  Score: Raw -3295120.861566 + Penalty 4997.722458 = -3290123.139108
  nChanged 3
		SP:Iteration 109Q (4977.860000 sec): 3 clusters
  Score: Raw -3295122.083957 + Penalty 4997.722458 = -3290124.361499
  nChanged 7
		SP:Iteration 110Q (4977.920000 sec): 3 clusters
  Score: Raw -3295125.261923 + Penalty 4997.722458 = -3290127.539465
  nChanged 8
		SP:Iteration 111Q (4977.980000 sec): 3 clusters
  Score: Raw -3295128.816742 + Penalty 4997.722458 = -3290131.094284
  nChanged 10
		SP:Iteration 112Q (4978.040000 sec): 3 clusters
  Score: Raw -3295132.360811 + Penalty 4997.722458 = -3290134.638353
  nChanged 5
		SP:Iteration 113Q (4978.110000 sec): 3 clusters
  Score: Raw -3295133.501063 + Penalty 4997.722458 = -3290135.778605
  nChanged 2
		SP:Iteration 114Q (4978.170000 sec): 3 clusters
  Score: Raw -3295133.955315 + Penalty 4997.722458 = -3290136.232857
  nChanged 4
		SP:Iteration 115Q (4978.230000 sec): 3 clusters
  Score: Raw -3295134.917004 + Penalty 4997.722458 = -3290137.194546
  nChanged 2
		SP:Iteration 116Q (4978.300000 sec): 3 clusters
  Score: Raw -3295135.629256 + Penalty 4997.722458 = -3290137.906798
  nChanged 3
		SP:Iteration 117Q (4978.360000 sec): 3 clusters
  Score: Raw -3295136.443314 + Penalty 4997.722458 = -3290138.720856
  nChanged 3
		SP:Iteration 118Q (4978.420000 sec): 3 clusters
  Score: Raw -3295137.262187 + Penalty 4997.722458 = -3290139.539729
  nChanged 1
		SP:Iteration 119Q (4978.490000 sec): 3 clusters
  Score: Raw -3295137.317116 + Penalty 4997.722458 = -3290139.594658
  nChanged 1
		SP:Iteration 120F (4978.570000 sec): 3 clusters
  Score: Raw -3295137.571212 + Penalty 4997.722458 = -3290139.848753
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3440 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4978.590000 sec): 2 clusters
  Score: Raw -495015.663318 + Penalty 2019.520234 = -492996.143084
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4978.600000 sec): 3 clusters
  Score: Raw -493564.526901 + Penalty 4039.040468 = -489525.486433
  nChanged 1214
		SP:Iteration 1F (4978.620000 sec): 3 clusters
  Score: Raw -494373.206059 + Penalty 4039.040468 = -490334.165590
  nChanged 309
		SP:Iteration 2F (4978.630000 sec): 3 clusters
  Score: Raw -494671.088037 + Penalty 4039.040468 = -490632.047569
  nChanged 233
		SP:Iteration 3F (4978.640000 sec): 3 clusters
  Score: Raw -494901.010791 + Penalty 4039.040468 = -490861.970322
  nChanged 201
		SP:Iteration 4F (4978.650000 sec): 3 clusters
  Score: Raw -495126.178213 + Penalty 4039.040468 = -491087.137745
  nChanged 181
		SP:Iteration 5F (4978.660000 sec): 3 clusters
  Score: Raw -495320.197438 + Penalty 4039.040468 = -491281.156970
  nChanged 153
		SP:Iteration 6Q (4978.680000 sec): 3 clusters
  Score: Raw -495502.659402 + Penalty 4039.040468 = -491463.618934
  nChanged 151
		SP:Iteration 7Q (4978.690000 sec): 3 clusters
  Score: Raw -495695.419291 + Penalty 4039.040468 = -491656.378823
  nChanged 134
		SP:Iteration 8Q (4978.700000 sec): 3 clusters
  Score: Raw -495888.823959 + Penalty 4039.040468 = -491849.783490
  nChanged 122
		SP:Iteration 9Q (4978.710000 sec): 3 clusters
  Score: Raw -496039.232978 + Penalty 4039.040468 = -492000.192510
  nChanged 102
		SP:Iteration 10Q (4978.730000 sec): 3 clusters
  Score: Raw -496148.016087 + Penalty 4039.040468 = -492108.975619
  nChanged 95
		SP:Iteration 11Q (4978.740000 sec): 3 clusters
  Score: Raw -496268.706977 + Penalty 4039.040468 = -492229.666509
  nChanged 95
		SP:Iteration 12Q (4978.750000 sec): 3 clusters
  Score: Raw -496377.060915 + Penalty 4039.040468 = -492338.020447
  nChanged 85
		SP:Iteration 13Q (4978.760000 sec): 3 clusters
  Score: Raw -496462.941006 + Penalty 4039.040468 = -492423.900538
  nChanged 64
		SP:Iteration 14Q (4978.770000 sec): 3 clusters
  Score: Raw -496513.591576 + Penalty 4039.040468 = -492474.551108
  nChanged 51
		SP:Iteration 15Q (4978.790000 sec): 3 clusters
  Score: Raw -496555.868961 + Penalty 4039.040468 = -492516.828493
  nChanged 49
		SP:Iteration 16Q (4978.790000 sec): 3 clusters
  Score: Raw -496596.372886 + Penalty 4039.040468 = -492557.332418
  nChanged 44
		SP:Iteration 17Q (4978.810000 sec): 3 clusters
  Score: Raw -496628.074856 + Penalty 4039.040468 = -492589.034388
  nChanged 40
		SP:Iteration 18Q (4978.810000 sec): 3 clusters
  Score: Raw -496658.688903 + Penalty 4039.040468 = -492619.648435
  nChanged 34
		SP:Iteration 19Q (4978.830000 sec): 3 clusters
  Score: Raw -496680.379835 + Penalty 4039.040468 = -492641.339366
  nChanged 26
		SP:Iteration 20F (4978.840000 sec): 3 clusters
  Score: Raw -496697.367928 + Penalty 4039.040468 = -492658.327459
  nChanged 22
		SP:Iteration 21Q (4978.850000 sec): 3 clusters
  Score: Raw -496709.644298 + Penalty 4039.040468 = -492670.603829
  nChanged 14
		SP:Iteration 22Q (4978.860000 sec): 3 clusters
  Score: Raw -496716.145561 + Penalty 4039.040468 = -492677.105093
  nChanged 8
		SP:Iteration 23Q (4978.870000 sec): 3 clusters
  Score: Raw -496718.798669 + Penalty 4039.040468 = -492679.758201
  nChanged 8
		SP:Iteration 24Q (4978.880000 sec): 3 clusters
  Score: Raw -496721.732061 + Penalty 4039.040468 = -492682.691593
  nChanged 4
		SP:Iteration 25Q (4978.890000 sec): 3 clusters
  Score: Raw -496723.069321 + Penalty 4039.040468 = -492684.028852
  nChanged 5
		SP:Iteration 26Q (4978.900000 sec): 3 clusters
  Score: Raw -496725.203948 + Penalty 4039.040468 = -492686.163480
  nChanged 5
		SP:Iteration 27Q (4978.910000 sec): 3 clusters
  Score: Raw -496726.729601 + Penalty 4039.040468 = -492687.689133
  nChanged 2
		SP:Iteration 28Q (4978.920000 sec): 3 clusters
  Score: Raw -496727.489596 + Penalty 4039.040468 = -492688.449128
  nChanged 2
		SP:Iteration 29Q (4978.930000 sec): 3 clusters
  Score: Raw -496727.937324 + Penalty 4039.040468 = -492688.896856
  nChanged 3
		SP:Iteration 30Q (4978.940000 sec): 3 clusters
  Score: Raw -496729.930643 + Penalty 4039.040468 = -492690.890175
  nChanged 5
		SP:Iteration 31Q (4978.950000 sec): 3 clusters
  Score: Raw -496732.170028 + Penalty 4039.040468 = -492693.129560
  nChanged 3
		SP:Iteration 32Q (4978.960000 sec): 3 clusters
  Score: Raw -496733.778527 + Penalty 4039.040468 = -492694.738059
  nChanged 4
		SP:Iteration 33Q (4978.970000 sec): 3 clusters
  Score: Raw -496735.848140 + Penalty 4039.040468 = -492696.807672
  nChanged 3
		SP:Iteration 34Q (4978.980000 sec): 3 clusters
  Score: Raw -496736.813307 + Penalty 4039.040468 = -492697.772839
  nChanged 2
		SP:Iteration 35Q (4978.990000 sec): 3 clusters
  Score: Raw -496738.557477 + Penalty 4039.040468 = -492699.517008
  nChanged 5
		SP:Iteration 36Q (4979.000000 sec): 3 clusters
  Score: Raw -496740.798749 + Penalty 4039.040468 = -492701.758281
  nChanged 5
		SP:Iteration 37Q (4979.010000 sec): 3 clusters
  Score: Raw -496743.192868 + Penalty 4039.040468 = -492704.152400
  nChanged 3
		SP:Iteration 38Q (4979.020000 sec): 3 clusters
  Score: Raw -496744.061429 + Penalty 4039.040468 = -492705.020961
  nChanged 1
		SP:Iteration 39Q (4979.030000 sec): 3 clusters
  Score: Raw -496744.458724 + Penalty 4039.040468 = -492705.418256
  nChanged 4
		SP:Iteration 40F (4979.040000 sec): 3 clusters
  Score: Raw -496746.280666 + Penalty 4039.040468 = -492707.240198
  nChanged 2
		SP:Iteration 41Q (4979.050000 sec): 3 clusters
  Score: Raw -496747.288153 + Penalty 4039.040468 = -492708.247685
  nChanged 1
		SP:Iteration 42Q (4979.060000 sec): 3 clusters
  Score: Raw -496747.493927 + Penalty 4039.040468 = -492708.453459
  nChanged 0
		SP:Iteration 43F (4979.070000 sec): 3 clusters
  Score: Raw -496747.493927 + Penalty 4039.040468 = -492708.453459
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4979.080000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4979.080000 sec): 3 clusters
  Score: Raw -126936.352383 + Penalty 3350.283633 = -123586.068750
  nChanged 203
		SP:Iteration 1F (4979.090000 sec): 3 clusters
  Score: Raw -127170.351304 + Penalty 3350.283633 = -123820.067670
  nChanged 40
		SP:Iteration 2Q (4979.090000 sec): 3 clusters
  Score: Raw -127232.121115 + Penalty 3350.283633 = -123881.837481
  nChanged 12
		SP:Iteration 3Q (4979.090000 sec): 3 clusters
  Score: Raw -127253.771412 + Penalty 3350.283633 = -123903.487779
  nChanged 13
		SP:Iteration 4Q (4979.090000 sec): 3 clusters
  Score: Raw -127288.065498 + Penalty 3350.283633 = -123937.781865
  nChanged 15
		SP:Iteration 5Q (4979.100000 sec): 3 clusters
  Score: Raw -127310.230214 + Penalty 3350.283633 = -123959.946581
  nChanged 11
		SP:Iteration 6Q (4979.100000 sec): 3 clusters
  Score: Raw -127327.741733 + Penalty 3350.283633 = -123977.458099
  nChanged 7
		SP:Iteration 7Q (4979.100000 sec): 3 clusters
  Score: Raw -127337.222490 + Penalty 3350.283633 = -123986.938856
  nChanged 6
		SP:Iteration 8Q (4979.110000 sec): 3 clusters
  Score: Raw -127346.725344 + Penalty 3350.283633 = -123996.441710
  nChanged 3
		SP:Iteration 9Q (4979.110000 sec): 3 clusters
  Score: Raw -127357.589501 + Penalty 3350.283633 = -124007.305868
  nChanged 3
		SP:Iteration 10Q (4979.110000 sec): 3 clusters
  Score: Raw -127360.479592 + Penalty 3350.283633 = -124010.195959
  nChanged 4
		SP:Iteration 11Q (4979.110000 sec): 3 clusters
  Score: Raw -127363.321495 + Penalty 3350.283633 = -124013.037862
  nChanged 4
		SP:Iteration 12Q (4979.120000 sec): 3 clusters
  Score: Raw -127369.410372 + Penalty 3350.283633 = -124019.126738
  nChanged 3
		SP:Iteration 13Q (4979.120000 sec): 3 clusters
  Score: Raw -127372.525024 + Penalty 3350.283633 = -124022.241391
  nChanged 1
		SP:Iteration 14Q (4979.120000 sec): 3 clusters
  Score: Raw -127373.137919 + Penalty 3350.283633 = -124022.854285
  nChanged 0
		SP:Iteration 15F (4979.130000 sec): 3 clusters
  Score: Raw -127373.137919 + Penalty 3350.283633 = -124022.854285
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (1294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4979.130000 sec): 2 clusters
  Score: Raw -159837.689203 + Penalty 1777.042382 = -158060.646821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4979.140000 sec): 3 clusters
  Score: Raw -159576.118687 + Penalty 3554.084764 = -156022.033923
  nChanged 414
		SP:Iteration 1F (4979.140000 sec): 3 clusters
  Score: Raw -161156.956036 + Penalty 3554.084764 = -157602.871273
  nChanged 192
		SP:Iteration 2F (4979.150000 sec): 3 clusters
  Score: Raw -162239.735427 + Penalty 3554.084764 = -158685.650663
  nChanged 149
		SP:Iteration 3F (4979.150000 sec): 3 clusters
  Score: Raw -162842.090553 + Penalty 3554.084764 = -159288.005790
  nChanged 81
		SP:Iteration 4F (4979.160000 sec): 3 clusters
  Score: Raw -163245.808985 + Penalty 3554.084764 = -159691.724221
  nChanged 54
		SP:Iteration 5Q (4979.160000 sec): 3 clusters
  Score: Raw -163444.518127 + Penalty 3554.084764 = -159890.433363
  nChanged 25
		SP:Iteration 6Q (4979.160000 sec): 3 clusters
  Score: Raw -163532.396605 + Penalty 3554.084764 = -159978.311841
  nChanged 15
		SP:Iteration 7Q (4979.170000 sec): 3 clusters
  Score: Raw -163562.807545 + Penalty 3554.084764 = -160008.722781
  nChanged 13
		SP:Iteration 8Q (4979.170000 sec): 3 clusters
  Score: Raw -163605.566429 + Penalty 3554.084764 = -160051.481666
  nChanged 9
		SP:Iteration 9Q (4979.170000 sec): 3 clusters
  Score: Raw -163640.403239 + Penalty 3554.084764 = -160086.318476
  nChanged 8
		SP:Iteration 10Q (4979.180000 sec): 3 clusters
  Score: Raw -163664.865464 + Penalty 3554.084764 = -160110.780700
  nChanged 4
		SP:Iteration 11Q (4979.180000 sec): 3 clusters
  Score: Raw -163679.238912 + Penalty 3554.084764 = -160125.154149
  nChanged 2
		SP:Iteration 12Q (4979.190000 sec): 3 clusters
  Score: Raw -163686.144603 + Penalty 3554.084764 = -160132.059839
  nChanged 2
		SP:Iteration 13Q (4979.190000 sec): 3 clusters
  Score: Raw -163692.174201 + Penalty 3554.084764 = -160138.089437
  nChanged 2
		SP:Iteration 14Q (4979.190000 sec): 3 clusters
  Score: Raw -163695.947425 + Penalty 3554.084764 = -160141.862661
  nChanged 2
		SP:Iteration 15Q (4979.190000 sec): 3 clusters
  Score: Raw -163699.679222 + Penalty 3554.084764 = -160145.594458
  nChanged 2
		SP:Iteration 16Q (4979.200000 sec): 3 clusters
  Score: Raw -163702.863045 + Penalty 3554.084764 = -160148.778282
  nChanged 5
		SP:Iteration 17Q (4979.200000 sec): 3 clusters
  Score: Raw -163715.829199 + Penalty 3554.084764 = -160161.744435
  nChanged 2
		SP:Iteration 18Q (4979.200000 sec): 3 clusters
  Score: Raw -163721.791135 + Penalty 3554.084764 = -160167.706372
  nChanged 3
		SP:Iteration 19Q (4979.210000 sec): 3 clusters
  Score: Raw -163729.378187 + Penalty 3554.084764 = -160175.293423
  nChanged 5
		SP:Iteration 20F (4979.210000 sec): 3 clusters
  Score: Raw -163741.852387 + Penalty 3554.084764 = -160187.767623
  nChanged 5
		SP:Iteration 21Q (4979.210000 sec): 3 clusters
  Score: Raw -163759.005950 + Penalty 3554.084764 = -160204.921186
  nChanged 2
		SP:Iteration 22Q (4979.220000 sec): 3 clusters
  Score: Raw -163766.048000 + Penalty 3554.084764 = -160211.963236
  nChanged 1
		SP:Iteration 23Q (4979.220000 sec): 3 clusters
  Score: Raw -163775.513019 + Penalty 3554.084764 = -160221.428255
  nChanged 1
		SP:Iteration 24Q (4979.230000 sec): 3 clusters
  Score: Raw -163780.737961 + Penalty 3554.084764 = -160226.653197
  nChanged 2
		SP:Iteration 25Q (4979.230000 sec): 3 clusters
  Score: Raw -163802.769114 + Penalty 3554.084764 = -160248.684351
  nChanged 2
		SP:Iteration 26Q (4979.230000 sec): 3 clusters
  Score: Raw -163822.737577 + Penalty 3554.084764 = -160268.652813
  nChanged 0
		SP:Iteration 27F (4979.240000 sec): 3 clusters
  Score: Raw -163822.737577 + Penalty 3554.084764 = -160268.652813
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 29.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4979.290000 sec): 2 clusters
  Score: Raw -2044294.936569 + Penalty 2362.219373 = -2041932.717196
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4979.340000 sec): 3 clusters
  Score: Raw -2036631.300082 + Penalty 4724.438746 = -2031906.861336
  nChanged 5861
		SP:Iteration 1F (4979.390000 sec): 3 clusters
  Score: Raw -2039812.744373 + Penalty 4724.438746 = -2035088.305627
  nChanged 840
		SP:Iteration 2F (4979.430000 sec): 3 clusters
  Score: Raw -2040153.136543 + Penalty 4724.438746 = -2035428.697798
  nChanged 640
		SP:Iteration 3Q (4979.480000 sec): 3 clusters
  Score: Raw -2040404.994843 + Penalty 4724.438746 = -2035680.556097
  nChanged 559
		SP:Iteration 4Q (4979.530000 sec): 3 clusters
  Score: Raw -2040617.003740 + Penalty 4724.438746 = -2035892.564994
  nChanged 474
		SP:Iteration 5Q (4979.580000 sec): 3 clusters
  Score: Raw -2040812.436662 + Penalty 4724.438746 = -2036087.997916
  nChanged 486
		SP:Iteration 6Q (4979.630000 sec): 3 clusters
  Score: Raw -2041036.167934 + Penalty 4724.438746 = -2036311.729188
  nChanged 505
		SP:Iteration 7Q (4979.680000 sec): 3 clusters
  Score: Raw -2041265.266228 + Penalty 4724.438746 = -2036540.827482
  nChanged 518
		SP:Iteration 8Q (4979.730000 sec): 3 clusters
  Score: Raw -2041521.061243 + Penalty 4724.438746 = -2036796.622497
  nChanged 550
		SP:Iteration 9Q (4979.780000 sec): 3 clusters
  Score: Raw -2041799.318985 + Penalty 4724.438746 = -2037074.880239
  nChanged 528
		SP:Iteration 10Q (4979.830000 sec): 3 clusters
  Score: Raw -2042112.816617 + Penalty 4724.438746 = -2037388.377871
  nChanged 597
		SP:Iteration 11Q (4979.880000 sec): 3 clusters
  Score: Raw -2042542.914595 + Penalty 4724.438746 = -2037818.475849
  nChanged 602
		SP:Iteration 12Q (4979.930000 sec): 3 clusters
  Score: Raw -2042999.194838 + Penalty 4724.438746 = -2038274.756092
  nChanged 529
		SP:Iteration 13Q (4979.970000 sec): 3 clusters
  Score: Raw -2043427.434016 + Penalty 4724.438746 = -2038702.995270
  nChanged 402
		SP:Iteration 14Q (4980.020000 sec): 3 clusters
  Score: Raw -2043761.857466 + Penalty 4724.438746 = -2039037.418720
  nChanged 338
		SP:Iteration 15Q (4980.070000 sec): 3 clusters
  Score: Raw -2044045.963214 + Penalty 4724.438746 = -2039321.524468
  nChanged 238
		SP:Iteration 16Q (4980.110000 sec): 3 clusters
  Score: Raw -2044237.404699 + Penalty 4724.438746 = -2039512.965954
  nChanged 175
		SP:Iteration 17Q (4980.150000 sec): 3 clusters
  Score: Raw -2044354.331903 + Penalty 4724.438746 = -2039629.893158
  nChanged 112
		SP:Iteration 18Q (4980.190000 sec): 3 clusters
  Score: Raw -2044412.474121 + Penalty 4724.438746 = -2039688.035375
  nChanged 82
		SP:Iteration 19Q (4980.230000 sec): 3 clusters
  Score: Raw -2044453.067657 + Penalty 4724.438746 = -2039728.628911
  nChanged 81
		SP:Iteration 20F (4980.280000 sec): 3 clusters
  Score: Raw -2044497.491559 + Penalty 4724.438746 = -2039773.052813
  nChanged 49
		SP:Iteration 21Q (4980.320000 sec): 3 clusters
  Score: Raw -2044522.573914 + Penalty 4724.438746 = -2039798.135168
  nChanged 37
		SP:Iteration 22Q (4980.360000 sec): 3 clusters
  Score: Raw -2044536.556901 + Penalty 4724.438746 = -2039812.118156
  nChanged 29
		SP:Iteration 23Q (4980.400000 sec): 3 clusters
  Score: Raw -2044551.556339 + Penalty 4724.438746 = -2039827.117593
  nChanged 23
		SP:Iteration 24Q (4980.430000 sec): 3 clusters
  Score: Raw -2044560.846916 + Penalty 4724.438746 = -2039836.408170
  nChanged 20
		SP:Iteration 25Q (4980.470000 sec): 3 clusters
  Score: Raw -2044569.874336 + Penalty 4724.438746 = -2039845.435590
  nChanged 17
		SP:Iteration 26Q (4980.510000 sec): 3 clusters
  Score: Raw -2044576.679314 + Penalty 4724.438746 = -2039852.240569
  nChanged 11
		SP:Iteration 27Q (4980.550000 sec): 3 clusters
  Score: Raw -2044582.053050 + Penalty 4724.438746 = -2039857.614304
  nChanged 15
		SP:Iteration 28Q (4980.580000 sec): 3 clusters
  Score: Raw -2044588.295135 + Penalty 4724.438746 = -2039863.856389
  nChanged 19
		SP:Iteration 29Q (4980.620000 sec): 3 clusters
  Score: Raw -2044598.825307 + Penalty 4724.438746 = -2039874.386562
  nChanged 18
		SP:Iteration 30Q (4980.660000 sec): 3 clusters
  Score: Raw -2044607.694427 + Penalty 4724.438746 = -2039883.255681
  nChanged 21
		SP:Iteration 31Q (4980.690000 sec): 3 clusters
  Score: Raw -2044618.477521 + Penalty 4724.438746 = -2039894.038776
  nChanged 15
		SP:Iteration 32Q (4980.730000 sec): 3 clusters
  Score: Raw -2044625.220387 + Penalty 4724.438746 = -2039900.781641
  nChanged 4
		SP:Iteration 33Q (4980.770000 sec): 3 clusters
  Score: Raw -2044627.185042 + Penalty 4724.438746 = -2039902.746296
  nChanged 3
		SP:Iteration 34Q (4980.810000 sec): 3 clusters
  Score: Raw -2044628.028515 + Penalty 4724.438746 = -2039903.589769
  nChanged 1
		SP:Iteration 35Q (4980.840000 sec): 3 clusters
  Score: Raw -2044628.310608 + Penalty 4724.438746 = -2039903.871862
  nChanged 1
		SP:Iteration 36Q (4980.880000 sec): 3 clusters
  Score: Raw -2044628.822704 + Penalty 4724.438746 = -2039904.383958
  nChanged 2
		SP:Iteration 37Q (4980.920000 sec): 3 clusters
  Score: Raw -2044629.768628 + Penalty 4724.438746 = -2039905.329882
  nChanged 2
		SP:Iteration 38Q (4980.950000 sec): 3 clusters
  Score: Raw -2044630.921910 + Penalty 4724.438746 = -2039906.483165
  nChanged 5
		SP:Iteration 39Q (4980.990000 sec): 3 clusters
  Score: Raw -2044633.241331 + Penalty 4724.438746 = -2039908.802585
  nChanged 4
		SP:Iteration 40F (4981.040000 sec): 3 clusters
  Score: Raw -2044634.836630 + Penalty 4724.438746 = -2039910.397885
  nChanged 2
		SP:Iteration 41Q (4981.080000 sec): 3 clusters
  Score: Raw -2044635.233679 + Penalty 4724.438746 = -2039910.794933
  nChanged 0
		SP:Iteration 42F (4981.130000 sec): 3 clusters
  Score: Raw -2044635.233679 + Penalty 4724.438746 = -2039910.794933
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69725 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4981.360000 sec): 2 clusters
  Score: Raw -10196498.751899 + Penalty 2765.773925 = -10193732.977974
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4981.620000 sec): 3 clusters
  Score: Raw -10152458.735221 + Penalty 5531.547849 = -10146927.187372
  nChanged 32509
		SP:Iteration 1F (4981.870000 sec): 3 clusters
  Score: Raw -10170896.436588 + Penalty 5531.547849 = -10165364.888738
  nChanged 2706
		SP:Iteration 2Q (4982.130000 sec): 3 clusters
  Score: Raw -10171804.236385 + Penalty 5531.547849 = -10166272.688535
  nChanged 3128
		SP:Iteration 3Q (4982.400000 sec): 3 clusters
  Score: Raw -10173163.519376 + Penalty 5531.547849 = -10167631.971526
  nChanged 3879
		SP:Iteration 4F (4982.650000 sec): 3 clusters
  Score: Raw -10175308.727992 + Penalty 5531.547849 = -10169777.180143
  nChanged 4973
		SP:Iteration 5F (4982.910000 sec): 3 clusters
  Score: Raw -10178849.595869 + Penalty 5531.547849 = -10173318.048019
  nChanged 6004
		SP:Iteration 6F (4983.170000 sec): 3 clusters
  Score: Raw -10184099.453323 + Penalty 5531.547849 = -10178567.905474
  nChanged 5965
		SP:Iteration 7F (4983.420000 sec): 3 clusters
  Score: Raw -10189979.998639 + Penalty 5531.547849 = -10184448.450790
  nChanged 4127
		SP:Iteration 8F (4983.670000 sec): 3 clusters
  Score: Raw -10194037.156254 + Penalty 5531.547849 = -10188505.608404
  nChanged 1848
		SP:Iteration 9Q (4983.890000 sec): 3 clusters
  Score: Raw -10195784.101724 + Penalty 5531.547849 = -10190252.553874
  nChanged 611
		SP:Iteration 10Q (4984.090000 sec): 3 clusters
  Score: Raw -10196366.844247 + Penalty 5531.547849 = -10190835.296397
  nChanged 174
		SP:Iteration 11Q (4984.280000 sec): 3 clusters
  Score: Raw -10196586.940636 + Penalty 5531.547849 = -10191055.392787
  nChanged 72
		SP:Iteration 12Q (4984.450000 sec): 3 clusters
  Score: Raw -10196688.220800 + Penalty 5531.547849 = -10191156.672950
  nChanged 28
		SP:Iteration 13Q (4984.630000 sec): 3 clusters
  Score: Raw -10196729.798630 + Penalty 5531.547849 = -10191198.250780
  nChanged 21
		SP:Iteration 14Q (4984.810000 sec): 3 clusters
  Score: Raw -10196773.710424 + Penalty 5531.547849 = -10191242.162575
  nChanged 17
		SP:Iteration 15Q (4984.990000 sec): 3 clusters
  Score: Raw -10196804.940599 + Penalty 5531.547849 = -10191273.392749
  nChanged 11
		SP:Iteration 16Q (4985.160000 sec): 3 clusters
  Score: Raw -10196828.850173 + Penalty 5531.547849 = -10191297.302323
  nChanged 5
		SP:Iteration 17Q (4985.330000 sec): 3 clusters
  Score: Raw -10196836.491237 + Penalty 5531.547849 = -10191304.943388
  nChanged 2
		SP:Iteration 18Q (4985.510000 sec): 3 clusters
  Score: Raw -10196840.422830 + Penalty 5531.547849 = -10191308.874981
  nChanged 3
		SP:Iteration 19Q (4985.680000 sec): 3 clusters
  Score: Raw -10196843.038520 + Penalty 5531.547849 = -10191311.490671
  nChanged 2
		SP:Iteration 20F (4985.930000 sec): 3 clusters
  Score: Raw -10196847.108049 + Penalty 5531.547849 = -10191315.560200
  nChanged 1
		SP:Iteration 21Q (4986.110000 sec): 3 clusters
  Score: Raw -10196852.058870 + Penalty 5531.547849 = -10191320.511020
  nChanged 2
		SP:Iteration 22Q (4986.280000 sec): 3 clusters
  Score: Raw -10196856.435383 + Penalty 5531.547849 = -10191324.887533
  nChanged 1
		SP:Iteration 23Q (4986.450000 sec): 3 clusters
  Score: Raw -10196856.960204 + Penalty 5531.547849 = -10191325.412354
  nChanged 0
		SP:Iteration 24F (4986.710000 sec): 3 clusters
  Score: Raw -10196856.960204 + Penalty 5531.547849 = -10191325.412354
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2723 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4986.740000 sec): 2 clusters
  Score: Raw -385965.745451 + Penalty 1961.553394 = -384004.192057
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4986.750000 sec): 3 clusters
  Score: Raw -384816.685697 + Penalty 3923.106788 = -380893.578909
  nChanged 954
		SP:Iteration 1F (4986.760000 sec): 3 clusters
  Score: Raw -385406.813058 + Penalty 3923.106788 = -381483.706270
  nChanged 208
		SP:Iteration 2F (4986.770000 sec): 3 clusters
  Score: Raw -385551.340292 + Penalty 3923.106788 = -381628.233503
  nChanged 122
		SP:Iteration 3Q (4986.780000 sec): 3 clusters
  Score: Raw -385630.108511 + Penalty 3923.106788 = -381707.001723
  nChanged 82
		SP:Iteration 4Q (4986.790000 sec): 3 clusters
  Score: Raw -385680.983958 + Penalty 3923.106788 = -381757.877170
  nChanged 58
		SP:Iteration 5Q (4986.800000 sec): 3 clusters
  Score: Raw -385717.108954 + Penalty 3923.106788 = -381794.002165
  nChanged 40
		SP:Iteration 6Q (4986.810000 sec): 3 clusters
  Score: Raw -385739.451602 + Penalty 3923.106788 = -381816.344814
  nChanged 27
		SP:Iteration 7Q (4986.820000 sec): 3 clusters
  Score: Raw -385751.726316 + Penalty 3923.106788 = -381828.619528
  nChanged 19
		SP:Iteration 8Q (4986.830000 sec): 3 clusters
  Score: Raw -385763.787571 + Penalty 3923.106788 = -381840.680783
  nChanged 20
		SP:Iteration 9Q (4986.840000 sec): 3 clusters
  Score: Raw -385774.725267 + Penalty 3923.106788 = -381851.618479
  nChanged 20
		SP:Iteration 10Q (4986.850000 sec): 3 clusters
  Score: Raw -385786.773263 + Penalty 3923.106788 = -381863.666475
  nChanged 20
		SP:Iteration 11Q (4986.860000 sec): 3 clusters
  Score: Raw -385796.701427 + Penalty 3923.106788 = -381873.594638
  nChanged 18
		SP:Iteration 12Q (4986.870000 sec): 3 clusters
  Score: Raw -385806.480442 + Penalty 3923.106788 = -381883.373654
  nChanged 19
		SP:Iteration 13Q (4986.880000 sec): 3 clusters
  Score: Raw -385813.822332 + Penalty 3923.106788 = -381890.715543
  nChanged 8
		SP:Iteration 14Q (4986.890000 sec): 3 clusters
  Score: Raw -385819.127704 + Penalty 3923.106788 = -381896.020915
  nChanged 8
		SP:Iteration 15Q (4986.900000 sec): 3 clusters
  Score: Raw -385821.816028 + Penalty 3923.106788 = -381898.709240
  nChanged 7
		SP:Iteration 16Q (4986.910000 sec): 3 clusters
  Score: Raw -385825.407235 + Penalty 3923.106788 = -381902.300447
  nChanged 9
		SP:Iteration 17Q (4986.920000 sec): 3 clusters
  Score: Raw -385833.312275 + Penalty 3923.106788 = -381910.205486
  nChanged 9
		SP:Iteration 18Q (4986.930000 sec): 3 clusters
  Score: Raw -385839.245816 + Penalty 3923.106788 = -381916.139028
  nChanged 10
		SP:Iteration 19Q (4986.940000 sec): 3 clusters
  Score: Raw -385843.483362 + Penalty 3923.106788 = -381920.376574
  nChanged 7
		SP:Iteration 20F (4986.950000 sec): 3 clusters
  Score: Raw -385845.352271 + Penalty 3923.106788 = -381922.245482
  nChanged 3
		SP:Iteration 21Q (4986.950000 sec): 3 clusters
  Score: Raw -385847.059943 + Penalty 3923.106788 = -381923.953154
  nChanged 4
		SP:Iteration 22Q (4986.970000 sec): 3 clusters
  Score: Raw -385850.525374 + Penalty 3923.106788 = -381927.418586
  nChanged 8
		SP:Iteration 23Q (4986.970000 sec): 3 clusters
  Score: Raw -385854.616168 + Penalty 3923.106788 = -381931.509380
  nChanged 9
		SP:Iteration 24Q (4986.990000 sec): 3 clusters
  Score: Raw -385859.251765 + Penalty 3923.106788 = -381936.144976
  nChanged 8
		SP:Iteration 25Q (4986.990000 sec): 3 clusters
  Score: Raw -385862.519514 + Penalty 3923.106788 = -381939.412725
  nChanged 5
		SP:Iteration 26Q (4987.010000 sec): 3 clusters
  Score: Raw -385864.402532 + Penalty 3923.106788 = -381941.295743
  nChanged 2
		SP:Iteration 27Q (4987.010000 sec): 3 clusters
  Score: Raw -385865.208996 + Penalty 3923.106788 = -381942.102207
  nChanged 5
		SP:Iteration 28Q (4987.020000 sec): 3 clusters
  Score: Raw -385866.779746 + Penalty 3923.106788 = -381943.672958
  nChanged 3
		SP:Iteration 29Q (4987.030000 sec): 3 clusters
  Score: Raw -385867.556692 + Penalty 3923.106788 = -381944.449904
  nChanged 1
		SP:Iteration 30Q (4987.040000 sec): 3 clusters
  Score: Raw -385868.088220 + Penalty 3923.106788 = -381944.981432
  nChanged 0
		SP:Iteration 31F (4987.050000 sec): 3 clusters
  Score: Raw -385868.088220 + Penalty 3923.106788 = -381944.981432
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4987.060000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4987.060000 sec): 3 clusters
  Score: Raw -168819.369741 + Penalty 3494.272938 = -165325.096803
  nChanged 313
		SP:Iteration 1F (4987.060000 sec): 3 clusters
  Score: Raw -169125.170733 + Penalty 3494.272938 = -165630.897795
  nChanged 77
		SP:Iteration 2F (4987.070000 sec): 3 clusters
  Score: Raw -169212.660536 + Penalty 3494.272938 = -165718.387598
  nChanged 35
		SP:Iteration 3Q (4987.070000 sec): 3 clusters
  Score: Raw -169257.229519 + Penalty 3494.272938 = -165762.956581
  nChanged 22
		SP:Iteration 4Q (4987.080000 sec): 3 clusters
  Score: Raw -169277.748120 + Penalty 3494.272938 = -165783.475182
  nChanged 12
		SP:Iteration 5Q (4987.080000 sec): 3 clusters
  Score: Raw -169295.774495 + Penalty 3494.272938 = -165801.501557
  nChanged 7
		SP:Iteration 6Q (4987.090000 sec): 3 clusters
  Score: Raw -169301.491145 + Penalty 3494.272938 = -165807.218207
  nChanged 6
		SP:Iteration 7Q (4987.090000 sec): 3 clusters
  Score: Raw -169308.858274 + Penalty 3494.272938 = -165814.585336
  nChanged 7
		SP:Iteration 8Q (4987.090000 sec): 3 clusters
  Score: Raw -169318.167943 + Penalty 3494.272938 = -165823.895005
  nChanged 5
		SP:Iteration 9Q (4987.100000 sec): 3 clusters
  Score: Raw -169322.496859 + Penalty 3494.272938 = -165828.223921
  nChanged 5
		SP:Iteration 10Q (4987.100000 sec): 3 clusters
  Score: Raw -169326.603870 + Penalty 3494.272938 = -165832.330932
  nChanged 4
		SP:Iteration 11Q (4987.110000 sec): 3 clusters
  Score: Raw -169331.351402 + Penalty 3494.272938 = -165837.078464
  nChanged 3
		SP:Iteration 12Q (4987.110000 sec): 3 clusters
  Score: Raw -169335.533610 + Penalty 3494.272938 = -165841.260672
  nChanged 4
		SP:Iteration 13Q (4987.110000 sec): 3 clusters
  Score: Raw -169340.062748 + Penalty 3494.272938 = -165845.789810
  nChanged 3
		SP:Iteration 14Q (4987.120000 sec): 3 clusters
  Score: Raw -169343.132807 + Penalty 3494.272938 = -165848.859869
  nChanged 3
		SP:Iteration 15Q (4987.120000 sec): 3 clusters
  Score: Raw -169346.532019 + Penalty 3494.272938 = -165852.259081
  nChanged 2
		SP:Iteration 16Q (4987.130000 sec): 3 clusters
  Score: Raw -169348.667348 + Penalty 3494.272938 = -165854.394410
  nChanged 0
		SP:Iteration 17F (4987.130000 sec): 3 clusters
  Score: Raw -169348.667348 + Penalty 3494.272938 = -165854.394410
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1848 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4987.140000 sec): 2 clusters
  Score: Raw -257511.669752 + Penalty 1865.421095 = -255646.248658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4987.140000 sec): 3 clusters
  Score: Raw -257005.599514 + Penalty 3730.842189 = -253274.757325
  nChanged 623
		SP:Iteration 1F (4987.150000 sec): 3 clusters
  Score: Raw -257725.159564 + Penalty 3730.842189 = -253994.317375
  nChanged 194
		SP:Iteration 2F (4987.160000 sec): 3 clusters
  Score: Raw -257968.099157 + Penalty 3730.842189 = -254237.256968
  nChanged 105
		SP:Iteration 3F (4987.160000 sec): 3 clusters
  Score: Raw -258128.918113 + Penalty 3730.842189 = -254398.075924
  nChanged 95
		SP:Iteration 4F (4987.170000 sec): 3 clusters
  Score: Raw -258284.512875 + Penalty 3730.842189 = -254553.670686
  nChanged 74
		SP:Iteration 5Q (4987.180000 sec): 3 clusters
  Score: Raw -258400.228991 + Penalty 3730.842189 = -254669.386802
  nChanged 52
		SP:Iteration 6Q (4987.180000 sec): 3 clusters
  Score: Raw -258458.510645 + Penalty 3730.842189 = -254727.668456
  nChanged 29
		SP:Iteration 7Q (4987.190000 sec): 3 clusters
  Score: Raw -258478.568436 + Penalty 3730.842189 = -254747.726247
  nChanged 16
		SP:Iteration 8Q (4987.190000 sec): 3 clusters
  Score: Raw -258490.493512 + Penalty 3730.842189 = -254759.651323
  nChanged 11
		SP:Iteration 9Q (4987.200000 sec): 3 clusters
  Score: Raw -258500.630080 + Penalty 3730.842189 = -254769.787891
  nChanged 5
		SP:Iteration 10Q (4987.210000 sec): 3 clusters
  Score: Raw -258509.717195 + Penalty 3730.842189 = -254778.875006
  nChanged 4
		SP:Iteration 11Q (4987.210000 sec): 3 clusters
  Score: Raw -258517.354219 + Penalty 3730.842189 = -254786.512030
  nChanged 6
		SP:Iteration 12Q (4987.220000 sec): 3 clusters
  Score: Raw -258522.725178 + Penalty 3730.842189 = -254791.882988
  nChanged 1
		SP:Iteration 13Q (4987.230000 sec): 3 clusters
  Score: Raw -258523.003930 + Penalty 3730.842189 = -254792.161741
  nChanged 2
		SP:Iteration 14Q (4987.230000 sec): 3 clusters
  Score: Raw -258524.098185 + Penalty 3730.842189 = -254793.255996
  nChanged 1
		SP:Iteration 15Q (4987.240000 sec): 3 clusters
  Score: Raw -258524.553641 + Penalty 3730.842189 = -254793.711452
  nChanged 0
		SP:Iteration 16F (4987.250000 sec): 3 clusters
  Score: Raw -258524.553641 + Penalty 3730.842189 = -254793.711452
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (11492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4987.290000 sec): 2 clusters
  Score: Raw -1755432.024497 + Penalty 2318.652792 = -1753113.371705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4987.330000 sec): 3 clusters
  Score: Raw -1749113.672878 + Penalty 4637.305584 = -1744476.367294
  nChanged 4875
		SP:Iteration 1F (4987.370000 sec): 3 clusters
  Score: Raw -1751683.914943 + Penalty 4637.305584 = -1747046.609359
  nChanged 706
		SP:Iteration 2F (4987.410000 sec): 3 clusters
  Score: Raw -1752001.884815 + Penalty 4637.305584 = -1747364.579231
  nChanged 558
		SP:Iteration 3Q (4987.450000 sec): 3 clusters
  Score: Raw -1752224.329278 + Penalty 4637.305584 = -1747587.023694
  nChanged 423
		SP:Iteration 4Q (4987.490000 sec): 3 clusters
  Score: Raw -1752386.213266 + Penalty 4637.305584 = -1747748.907682
  nChanged 399
		SP:Iteration 5Q (4987.530000 sec): 3 clusters
  Score: Raw -1752543.579897 + Penalty 4637.305584 = -1747906.274313
  nChanged 387
		SP:Iteration 6Q (4987.570000 sec): 3 clusters
  Score: Raw -1752692.366839 + Penalty 4637.305584 = -1748055.061255
  nChanged 345
		SP:Iteration 7Q (4987.610000 sec): 3 clusters
  Score: Raw -1752803.509880 + Penalty 4637.305584 = -1748166.204296
  nChanged 285
		SP:Iteration 8Q (4987.650000 sec): 3 clusters
  Score: Raw -1752891.966181 + Penalty 4637.305584 = -1748254.660597
  nChanged 259
		SP:Iteration 9Q (4987.700000 sec): 3 clusters
  Score: Raw -1752967.907865 + Penalty 4637.305584 = -1748330.602281
  nChanged 219
		SP:Iteration 10Q (4987.740000 sec): 3 clusters
  Score: Raw -1753029.689550 + Penalty 4637.305584 = -1748392.383965
  nChanged 203
		SP:Iteration 11Q (4987.780000 sec): 3 clusters
  Score: Raw -1753088.358234 + Penalty 4637.305584 = -1748451.052649
  nChanged 193
		SP:Iteration 12Q (4987.820000 sec): 3 clusters
  Score: Raw -1753143.641614 + Penalty 4637.305584 = -1748506.336029
  nChanged 217
		SP:Iteration 13Q (4987.860000 sec): 3 clusters
  Score: Raw -1753207.833036 + Penalty 4637.305584 = -1748570.527451
  nChanged 214
		SP:Iteration 14Q (4987.900000 sec): 3 clusters
  Score: Raw -1753268.209110 + Penalty 4637.305584 = -1748630.903525
  nChanged 208
		SP:Iteration 15Q (4987.940000 sec): 3 clusters
  Score: Raw -1753334.177663 + Penalty 4637.305584 = -1748696.872078
  nChanged 223
		SP:Iteration 16Q (4987.980000 sec): 3 clusters
  Score: Raw -1753404.593146 + Penalty 4637.305584 = -1748767.287562
  nChanged 246
		SP:Iteration 17Q (4988.030000 sec): 3 clusters
  Score: Raw -1753496.013998 + Penalty 4637.305584 = -1748858.708414
  nChanged 263
		SP:Iteration 18Q (4988.070000 sec): 3 clusters
  Score: Raw -1753600.166183 + Penalty 4637.305584 = -1748962.860599
  nChanged 297
		SP:Iteration 19Q (4988.110000 sec): 3 clusters
  Score: Raw -1753727.877309 + Penalty 4637.305584 = -1749090.571725
  nChanged 326
		SP:Iteration 20F (4988.150000 sec): 3 clusters
  Score: Raw -1753892.485301 + Penalty 4637.305584 = -1749255.179717
  nChanged 347
		SP:Iteration 21Q (4988.190000 sec): 3 clusters
  Score: Raw -1754090.093701 + Penalty 4637.305584 = -1749452.788117
  nChanged 384
		SP:Iteration 22Q (4988.230000 sec): 3 clusters
  Score: Raw -1754315.147694 + Penalty 4637.305584 = -1749677.842110
  nChanged 388
		SP:Iteration 23Q (4988.270000 sec): 3 clusters
  Score: Raw -1754553.022257 + Penalty 4637.305584 = -1749915.716673
  nChanged 373
		SP:Iteration 24Q (4988.310000 sec): 3 clusters
  Score: Raw -1754801.956463 + Penalty 4637.305584 = -1750164.650879
  nChanged 352
		SP:Iteration 25Q (4988.350000 sec): 3 clusters
  Score: Raw -1755034.725071 + Penalty 4637.305584 = -1750397.419487
  nChanged 272
		SP:Iteration 26Q (4988.390000 sec): 3 clusters
  Score: Raw -1755226.054233 + Penalty 4637.305584 = -1750588.748649
  nChanged 213
		SP:Iteration 27Q (4988.430000 sec): 3 clusters
  Score: Raw -1755379.395282 + Penalty 4637.305584 = -1750742.089698
  nChanged 175
		SP:Iteration 28Q (4988.470000 sec): 3 clusters
  Score: Raw -1755514.508830 + Penalty 4637.305584 = -1750877.203246
  nChanged 134
		SP:Iteration 29Q (4988.510000 sec): 3 clusters
  Score: Raw -1755621.817877 + Penalty 4637.305584 = -1750984.512292
  nChanged 94
		SP:Iteration 30Q (4988.550000 sec): 3 clusters
  Score: Raw -1755688.240761 + Penalty 4637.305584 = -1751050.935177
  nChanged 48
		SP:Iteration 31Q (4988.590000 sec): 3 clusters
  Score: Raw -1755717.015182 + Penalty 4637.305584 = -1751079.709598
  nChanged 32
		SP:Iteration 32Q (4988.620000 sec): 3 clusters
  Score: Raw -1755740.702633 + Penalty 4637.305584 = -1751103.397049
  nChanged 27
		SP:Iteration 33Q (4988.660000 sec): 3 clusters
  Score: Raw -1755760.883913 + Penalty 4637.305584 = -1751123.578328
  nChanged 16
		SP:Iteration 34Q (4988.690000 sec): 3 clusters
  Score: Raw -1755772.127029 + Penalty 4637.305584 = -1751134.821444
  nChanged 15
		SP:Iteration 35Q (4988.730000 sec): 3 clusters
  Score: Raw -1755783.193080 + Penalty 4637.305584 = -1751145.887495
  nChanged 13
		SP:Iteration 36Q (4988.760000 sec): 3 clusters
  Score: Raw -1755794.337604 + Penalty 4637.305584 = -1751157.032020
  nChanged 12
		SP:Iteration 37Q (4988.800000 sec): 3 clusters
  Score: Raw -1755803.122585 + Penalty 4637.305584 = -1751165.817001
  nChanged 15
		SP:Iteration 38Q (4988.830000 sec): 3 clusters
  Score: Raw -1755815.918669 + Penalty 4637.305584 = -1751178.613084
  nChanged 12
		SP:Iteration 39Q (4988.870000 sec): 3 clusters
  Score: Raw -1755825.576389 + Penalty 4637.305584 = -1751188.270805
  nChanged 10
		SP:Iteration 40F (4988.910000 sec): 3 clusters
  Score: Raw -1755833.596431 + Penalty 4637.305584 = -1751196.290846
  nChanged 6
		SP:Iteration 41Q (4988.940000 sec): 3 clusters
  Score: Raw -1755839.208075 + Penalty 4637.305584 = -1751201.902490
  nChanged 3
		SP:Iteration 42Q (4988.970000 sec): 3 clusters
  Score: Raw -1755841.677441 + Penalty 4637.305584 = -1751204.371856
  nChanged 4
		SP:Iteration 43Q (4989.010000 sec): 3 clusters
  Score: Raw -1755844.975250 + Penalty 4637.305584 = -1751207.669666
  nChanged 2
		SP:Iteration 44Q (4989.040000 sec): 3 clusters
  Score: Raw -1755845.807666 + Penalty 4637.305584 = -1751208.502082
  nChanged 0
		SP:Iteration 45F (4989.090000 sec): 3 clusters
  Score: Raw -1755845.807666 + Penalty 4637.305584 = -1751208.502082
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4989.130000 sec): 2 clusters
  Score: Raw -1988688.079008 + Penalty 2370.042129 = -1986318.036879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4989.180000 sec): 3 clusters
  Score: Raw -1980695.004697 + Penalty 4740.084257 = -1975954.920440
  nChanged 6029
		SP:Iteration 1F (4989.230000 sec): 3 clusters
  Score: Raw -1984050.730253 + Penalty 4740.084257 = -1979310.645996
  nChanged 899
		SP:Iteration 2F (4989.280000 sec): 3 clusters
  Score: Raw -1984455.450715 + Penalty 4740.084257 = -1979715.366457
  nChanged 722
		SP:Iteration 3F (4989.330000 sec): 3 clusters
  Score: Raw -1984777.838171 + Penalty 4740.084257 = -1980037.753913
  nChanged 651
		SP:Iteration 4Q (4989.380000 sec): 3 clusters
  Score: Raw -1985072.028299 + Penalty 4740.084257 = -1980331.944041
  nChanged 574
		SP:Iteration 5Q (4989.430000 sec): 3 clusters
  Score: Raw -1985338.461961 + Penalty 4740.084257 = -1980598.377703
  nChanged 576
		SP:Iteration 6Q (4989.490000 sec): 3 clusters
  Score: Raw -1985632.334010 + Penalty 4740.084257 = -1980892.249753
  nChanged 591
		SP:Iteration 7Q (4989.530000 sec): 3 clusters
  Score: Raw -1985952.681093 + Penalty 4740.084257 = -1981212.596835
  nChanged 555
		SP:Iteration 8Q (4989.590000 sec): 3 clusters
  Score: Raw -1986274.827167 + Penalty 4740.084257 = -1981534.742910
  nChanged 571
		SP:Iteration 9Q (4989.640000 sec): 3 clusters
  Score: Raw -1986669.101396 + Penalty 4740.084257 = -1981929.017138
  nChanged 591
		SP:Iteration 10Q (4989.690000 sec): 3 clusters
  Score: Raw -1987129.032212 + Penalty 4740.084257 = -1982388.947954
  nChanged 572
		SP:Iteration 11Q (4989.740000 sec): 3 clusters
  Score: Raw -1987644.845261 + Penalty 4740.084257 = -1982904.761003
  nChanged 504
		SP:Iteration 12Q (4989.790000 sec): 3 clusters
  Score: Raw -1988166.942215 + Penalty 4740.084257 = -1983426.857958
  nChanged 384
		SP:Iteration 13Q (4989.830000 sec): 3 clusters
  Score: Raw -1988585.617280 + Penalty 4740.084257 = -1983845.533022
  nChanged 296
		SP:Iteration 14Q (4989.880000 sec): 3 clusters
  Score: Raw -1988869.621474 + Penalty 4740.084257 = -1984129.537216
  nChanged 200
		SP:Iteration 15Q (4989.920000 sec): 3 clusters
  Score: Raw -1989029.846833 + Penalty 4740.084257 = -1984289.762575
  nChanged 141
		SP:Iteration 16Q (4989.960000 sec): 3 clusters
  Score: Raw -1989130.037333 + Penalty 4740.084257 = -1984389.953076
  nChanged 111
		SP:Iteration 17Q (4990.000000 sec): 3 clusters
  Score: Raw -1989203.457766 + Penalty 4740.084257 = -1984463.373509
  nChanged 73
		SP:Iteration 18Q (4990.040000 sec): 3 clusters
  Score: Raw -1989239.706882 + Penalty 4740.084257 = -1984499.622625
  nChanged 54
		SP:Iteration 19Q (4990.080000 sec): 3 clusters
  Score: Raw -1989265.701245 + Penalty 4740.084257 = -1984525.616988
  nChanged 36
		SP:Iteration 20F (4990.130000 sec): 3 clusters
  Score: Raw -1989286.695434 + Penalty 4740.084257 = -1984546.611177
  nChanged 38
		SP:Iteration 21Q (4990.170000 sec): 3 clusters
  Score: Raw -1989301.864197 + Penalty 4740.084257 = -1984561.779939
  nChanged 20
		SP:Iteration 22Q (4990.210000 sec): 3 clusters
  Score: Raw -1989309.784733 + Penalty 4740.084257 = -1984569.700475
  nChanged 12
		SP:Iteration 23Q (4990.250000 sec): 3 clusters
  Score: Raw -1989313.405806 + Penalty 4740.084257 = -1984573.321548
  nChanged 14
		SP:Iteration 24Q (4990.290000 sec): 3 clusters
  Score: Raw -1989318.348446 + Penalty 4740.084257 = -1984578.264189
  nChanged 14
		SP:Iteration 25Q (4990.330000 sec): 3 clusters
  Score: Raw -1989323.524401 + Penalty 4740.084257 = -1984583.440144
  nChanged 18
		SP:Iteration 26Q (4990.370000 sec): 3 clusters
  Score: Raw -1989329.270682 + Penalty 4740.084257 = -1984589.186425
  nChanged 4
		SP:Iteration 27Q (4990.400000 sec): 3 clusters
  Score: Raw -1989330.306552 + Penalty 4740.084257 = -1984590.222295
  nChanged 6
		SP:Iteration 28Q (4990.440000 sec): 3 clusters
  Score: Raw -1989331.499855 + Penalty 4740.084257 = -1984591.415597
  nChanged 3
		SP:Iteration 29Q (4990.480000 sec): 3 clusters
  Score: Raw -1989332.209791 + Penalty 4740.084257 = -1984592.125533
  nChanged 3
		SP:Iteration 30Q (4990.520000 sec): 3 clusters
  Score: Raw -1989333.153252 + Penalty 4740.084257 = -1984593.068995
  nChanged 5
		SP:Iteration 31Q (4990.560000 sec): 3 clusters
  Score: Raw -1989334.368925 + Penalty 4740.084257 = -1984594.284667
  nChanged 3
		SP:Iteration 32Q (4990.590000 sec): 3 clusters
  Score: Raw -1989335.204670 + Penalty 4740.084257 = -1984595.120412
  nChanged 3
		SP:Iteration 33Q (4990.630000 sec): 3 clusters
  Score: Raw -1989335.991535 + Penalty 4740.084257 = -1984595.907278
  nChanged 2
		SP:Iteration 34Q (4990.670000 sec): 3 clusters
  Score: Raw -1989337.008343 + Penalty 4740.084257 = -1984596.924085
  nChanged 1
		SP:Iteration 35Q (4990.710000 sec): 3 clusters
  Score: Raw -1989337.207560 + Penalty 4740.084257 = -1984597.123303
  nChanged 1
		SP:Iteration 36Q (4990.750000 sec): 3 clusters
  Score: Raw -1989337.342316 + Penalty 4740.084257 = -1984597.258058
  nChanged 1
		SP:Iteration 37Q (4990.790000 sec): 3 clusters
  Score: Raw -1989337.840550 + Penalty 4740.084257 = -1984597.756292
  nChanged 0
		SP:Iteration 38F (4990.840000 sec): 3 clusters
  Score: Raw -1989337.840550 + Penalty 4740.084257 = -1984597.756292
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4990.850000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4990.850000 sec): 3 clusters
  Score: Raw -73222.403039 + Penalty 3074.445443 = -70147.957596
  nChanged 89
		SP:Iteration 1F (4990.850000 sec): 3 clusters
  Score: Raw -73407.129548 + Penalty 3074.445443 = -70332.684105
  nChanged 16
		SP:Iteration 2Q (4990.850000 sec): 3 clusters
  Score: Raw -73442.393778 + Penalty 3074.445443 = -70367.948334
  nChanged 5
		SP:Iteration 3Q (4990.850000 sec): 3 clusters
  Score: Raw -73453.962578 + Penalty 3074.445443 = -70379.517135
  nChanged 7
		SP:Iteration 4Q (4990.850000 sec): 3 clusters
  Score: Raw -73471.210405 + Penalty 3074.445443 = -70396.764961
  nChanged 6
		SP:Iteration 5Q (4990.860000 sec): 3 clusters
  Score: Raw -73489.734448 + Penalty 3074.445443 = -70415.289005
  nChanged 5
		SP:Iteration 6Q (4990.860000 sec): 3 clusters
  Score: Raw -73498.387639 + Penalty 3074.445443 = -70423.942196
  nChanged 2
		SP:Iteration 7Q (4990.860000 sec): 3 clusters
  Score: Raw -73500.263298 + Penalty 3074.445443 = -70425.817855
  nChanged 0
		SP:Iteration 8F (4990.860000 sec): 3 clusters
  Score: Raw -73500.263298 + Penalty 3074.445443 = -70425.817855
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2176 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4990.870000 sec): 2 clusters
  Score: Raw -310094.928954 + Penalty 1905.940415 = -308188.988539
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4990.880000 sec): 3 clusters
  Score: Raw -309221.623892 + Penalty 3811.880830 = -305409.743062
  nChanged 723
		SP:Iteration 1F (4990.890000 sec): 3 clusters
  Score: Raw -309753.085646 + Penalty 3811.880830 = -305941.204816
  nChanged 149
		SP:Iteration 2F (4990.890000 sec): 3 clusters
  Score: Raw -309864.752561 + Penalty 3811.880830 = -306052.871731
  nChanged 79
		SP:Iteration 3Q (4990.900000 sec): 3 clusters
  Score: Raw -309928.292774 + Penalty 3811.880830 = -306116.411944
  nChanged 61
		SP:Iteration 4Q (4990.910000 sec): 3 clusters
  Score: Raw -309970.192191 + Penalty 3811.880830 = -306158.311362
  nChanged 37
		SP:Iteration 5Q (4990.920000 sec): 3 clusters
  Score: Raw -309994.461126 + Penalty 3811.880830 = -306182.580297
  nChanged 26
		SP:Iteration 6Q (4990.930000 sec): 3 clusters
  Score: Raw -310010.453705 + Penalty 3811.880830 = -306198.572876
  nChanged 20
		SP:Iteration 7Q (4990.930000 sec): 3 clusters
  Score: Raw -310021.569225 + Penalty 3811.880830 = -306209.688396
  nChanged 13
		SP:Iteration 8Q (4990.940000 sec): 3 clusters
  Score: Raw -310027.590679 + Penalty 3811.880830 = -306215.709849
  nChanged 11
		SP:Iteration 9Q (4990.950000 sec): 3 clusters
  Score: Raw -310032.139570 + Penalty 3811.880830 = -306220.258741
  nChanged 2
		SP:Iteration 10Q (4990.960000 sec): 3 clusters
  Score: Raw -310033.209650 + Penalty 3811.880830 = -306221.328821
  nChanged 1
		SP:Iteration 11Q (4990.970000 sec): 3 clusters
  Score: Raw -310033.519641 + Penalty 3811.880830 = -306221.638812
  nChanged 1
		SP:Iteration 12Q (4990.970000 sec): 3 clusters
  Score: Raw -310033.753728 + Penalty 3811.880830 = -306221.872899
  nChanged 0
		SP:Iteration 13F (4990.980000 sec): 3 clusters
  Score: Raw -310033.753728 + Penalty 3811.880830 = -306221.872899
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4991.090000 sec): 2 clusters
  Score: Raw -4638005.286736 + Penalty 2570.711947 = -4635434.574789
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4991.210000 sec): 3 clusters
  Score: Raw -4618885.159080 + Penalty 5141.423894 = -4613743.735185
  nChanged 14353
		SP:Iteration 1F (4991.320000 sec): 3 clusters
  Score: Raw -4626656.442692 + Penalty 5141.423894 = -4621515.018797
  nChanged 1424
		SP:Iteration 2Q (4991.440000 sec): 3 clusters
  Score: Raw -4627118.224076 + Penalty 5141.423894 = -4621976.800181
  nChanged 1297
		SP:Iteration 3Q (4991.560000 sec): 3 clusters
  Score: Raw -4627591.504881 + Penalty 5141.423894 = -4622450.080987
  nChanged 1329
		SP:Iteration 4Q (4991.680000 sec): 3 clusters
  Score: Raw -4628164.487635 + Penalty 5141.423894 = -4623023.063741
  nChanged 1522
		SP:Iteration 5Q (4991.800000 sec): 3 clusters
  Score: Raw -4628974.761300 + Penalty 5141.423894 = -4623833.337405
  nChanged 1773
		SP:Iteration 6F (4991.910000 sec): 3 clusters
  Score: Raw -4630122.261485 + Penalty 5141.423894 = -4624980.837591
  nChanged 2025
		SP:Iteration 7F (4992.030000 sec): 3 clusters
  Score: Raw -4631659.279152 + Penalty 5141.423894 = -4626517.855258
  nChanged 2106
		SP:Iteration 8F (4992.140000 sec): 3 clusters
  Score: Raw -4633424.593644 + Penalty 5141.423894 = -4628283.169750
  nChanged 1887
		SP:Iteration 9F (4992.260000 sec): 3 clusters
  Score: Raw -4635156.925936 + Penalty 5141.423894 = -4630015.502041
  nChanged 1519
		SP:Iteration 10Q (4992.370000 sec): 3 clusters
  Score: Raw -4636576.021809 + Penalty 5141.423894 = -4631434.597915
  nChanged 914
		SP:Iteration 11Q (4992.470000 sec): 3 clusters
  Score: Raw -4637396.214015 + Penalty 5141.423894 = -4632254.790120
  nChanged 423
		SP:Iteration 12Q (4992.560000 sec): 3 clusters
  Score: Raw -4637757.961986 + Penalty 5141.423894 = -4632616.538091
  nChanged 235
		SP:Iteration 13Q (4992.650000 sec): 3 clusters
  Score: Raw -4637978.304635 + Penalty 5141.423894 = -4632836.880741
  nChanged 137
		SP:Iteration 14Q (4992.730000 sec): 3 clusters
  Score: Raw -4638118.768268 + Penalty 5141.423894 = -4632977.344373
  nChanged 71
		SP:Iteration 15Q (4992.820000 sec): 3 clusters
  Score: Raw -4638194.231168 + Penalty 5141.423894 = -4633052.807274
  nChanged 37
		SP:Iteration 16Q (4992.900000 sec): 3 clusters
  Score: Raw -4638228.498195 + Penalty 5141.423894 = -4633087.074301
  nChanged 25
		SP:Iteration 17Q (4992.980000 sec): 3 clusters
  Score: Raw -4638255.192127 + Penalty 5141.423894 = -4633113.768233
  nChanged 18
		SP:Iteration 18Q (4993.060000 sec): 3 clusters
  Score: Raw -4638272.706849 + Penalty 5141.423894 = -4633131.282955
  nChanged 12
		SP:Iteration 19Q (4993.140000 sec): 3 clusters
  Score: Raw -4638284.423517 + Penalty 5141.423894 = -4633142.999623
  nChanged 11
		SP:Iteration 20F (4993.260000 sec): 3 clusters
  Score: Raw -4638294.326342 + Penalty 5141.423894 = -4633152.902448
  nChanged 5
		SP:Iteration 21Q (4993.340000 sec): 3 clusters
  Score: Raw -4638298.751606 + Penalty 5141.423894 = -4633157.327711
  nChanged 6
		SP:Iteration 22Q (4993.420000 sec): 3 clusters
  Score: Raw -4638303.521003 + Penalty 5141.423894 = -4633162.097109
  nChanged 1
		SP:Iteration 23Q (4993.500000 sec): 3 clusters
  Score: Raw -4638305.484132 + Penalty 5141.423894 = -4633164.060238
  nChanged 2
		SP:Iteration 24Q (4993.590000 sec): 3 clusters
  Score: Raw -4638307.475611 + Penalty 5141.423894 = -4633166.051717
  nChanged 3
		SP:Iteration 25Q (4993.670000 sec): 3 clusters
  Score: Raw -4638310.985385 + Penalty 5141.423894 = -4633169.561490
  nChanged 2
		SP:Iteration 26Q (4993.750000 sec): 3 clusters
  Score: Raw -4638313.119572 + Penalty 5141.423894 = -4633171.695677
  nChanged 1
		SP:Iteration 27Q (4993.830000 sec): 3 clusters
  Score: Raw -4638313.470817 + Penalty 5141.423894 = -4633172.046922
  nChanged 0
		SP:Iteration 28F (4993.940000 sec): 3 clusters
  Score: Raw -4638313.470817 + Penalty 5141.423894 = -4633172.046922
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4994.270000 sec): 2 clusters
  Score: Raw -14271812.684138 + Penalty 2850.668017 = -14268962.016121
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4994.630000 sec): 3 clusters
  Score: Raw -14209194.149512 + Penalty 5701.336035 = -14203492.813477
  nChanged 46207
		SP:Iteration 1F (4995.000000 sec): 3 clusters
  Score: Raw -14235929.844490 + Penalty 5701.336035 = -14230228.508455
  nChanged 3828
		SP:Iteration 2Q (4995.370000 sec): 3 clusters
  Score: Raw -14237183.768875 + Penalty 5701.336035 = -14231482.432841
  nChanged 4508
		SP:Iteration 3Q (4995.740000 sec): 3 clusters
  Score: Raw -14239064.504018 + Penalty 5701.336035 = -14233363.167983
  nChanged 5565
		SP:Iteration 4F (4996.110000 sec): 3 clusters
  Score: Raw -14242016.190886 + Penalty 5701.336035 = -14236314.854851
  nChanged 6726
		SP:Iteration 5F (4996.470000 sec): 3 clusters
  Score: Raw -14246434.469671 + Penalty 5701.336035 = -14240733.133636
  nChanged 7478
		SP:Iteration 6F (4996.830000 sec): 3 clusters
  Score: Raw -14252211.976688 + Penalty 5701.336035 = -14246510.640653
  nChanged 7111
		SP:Iteration 7F (4997.200000 sec): 3 clusters
  Score: Raw -14258299.004500 + Penalty 5701.336035 = -14252597.668465
  nChanged 5621
		SP:Iteration 8F (4997.560000 sec): 3 clusters
  Score: Raw -14263530.787474 + Penalty 5701.336035 = -14257829.451439
  nChanged 3688
		SP:Iteration 9Q (4997.910000 sec): 3 clusters
  Score: Raw -14267381.755241 + Penalty 5701.336035 = -14261680.419206
  nChanged 2179
		SP:Iteration 10Q (4998.230000 sec): 3 clusters
  Score: Raw -14269691.268205 + Penalty 5701.336035 = -14263989.932170
  nChanged 1347
		SP:Iteration 11Q (4998.530000 sec): 3 clusters
  Score: Raw -14270771.326791 + Penalty 5701.336035 = -14265069.990756
  nChanged 864
		SP:Iteration 12Q (4998.810000 sec): 3 clusters
  Score: Raw -14271297.154992 + Penalty 5701.336035 = -14265595.818957
  nChanged 588
		SP:Iteration 13Q (4999.080000 sec): 3 clusters
  Score: Raw -14271586.802413 + Penalty 5701.336035 = -14265885.466378
  nChanged 455
		SP:Iteration 14Q (4999.360000 sec): 3 clusters
  Score: Raw -14271787.772107 + Penalty 5701.336035 = -14266086.436072
  nChanged 404
		SP:Iteration 15Q (4999.630000 sec): 3 clusters
  Score: Raw -14271961.105308 + Penalty 5701.336035 = -14266259.769273
  nChanged 333
		SP:Iteration 16Q (4999.900000 sec): 3 clusters
  Score: Raw -14272082.586586 + Penalty 5701.336035 = -14266381.250551
  nChanged 253
		SP:Iteration 17Q (5000.170000 sec): 3 clusters
  Score: Raw -14272170.755141 + Penalty 5701.336035 = -14266469.419106
  nChanged 236
		SP:Iteration 18Q (5000.430000 sec): 3 clusters
  Score: Raw -14272243.369071 + Penalty 5701.336035 = -14266542.033036
  nChanged 197
		SP:Iteration 19Q (5000.700000 sec): 3 clusters
  Score: Raw -14272299.838996 + Penalty 5701.336035 = -14266598.502961
  nChanged 183
		SP:Iteration 20F (5001.060000 sec): 3 clusters
  Score: Raw -14272349.881877 + Penalty 5701.336035 = -14266648.545842
  nChanged 149
		SP:Iteration 21Q (5001.320000 sec): 3 clusters
  Score: Raw -14272388.106204 + Penalty 5701.336035 = -14266686.770169
  nChanged 122
		SP:Iteration 22Q (5001.590000 sec): 3 clusters
  Score: Raw -14272420.695117 + Penalty 5701.336035 = -14266719.359082
  nChanged 112
		SP:Iteration 23Q (5001.850000 sec): 3 clusters
  Score: Raw -14272450.661881 + Penalty 5701.336035 = -14266749.325846
  nChanged 96
		SP:Iteration 24Q (5002.120000 sec): 3 clusters
  Score: Raw -14272474.890576 + Penalty 5701.336035 = -14266773.554541
  nChanged 92
		SP:Iteration 25Q (5002.380000 sec): 3 clusters
  Score: Raw -14272496.136111 + Penalty 5701.336035 = -14266794.800076
  nChanged 84
		SP:Iteration 26Q (5002.640000 sec): 3 clusters
  Score: Raw -14272516.721647 + Penalty 5701.336035 = -14266815.385612
  nChanged 72
		SP:Iteration 27Q (5002.900000 sec): 3 clusters
  Score: Raw -14272530.416570 + Penalty 5701.336035 = -14266829.080535
  nChanged 49
		SP:Iteration 28Q (5003.160000 sec): 3 clusters
  Score: Raw -14272540.645774 + Penalty 5701.336035 = -14266839.309739
  nChanged 32
		SP:Iteration 29Q (5003.420000 sec): 3 clusters
  Score: Raw -14272547.501021 + Penalty 5701.336035 = -14266846.164986
  nChanged 34
		SP:Iteration 30Q (5003.680000 sec): 3 clusters
  Score: Raw -14272553.404997 + Penalty 5701.336035 = -14266852.068962
  nChanged 33
		SP:Iteration 31Q (5003.940000 sec): 3 clusters
  Score: Raw -14272560.088761 + Penalty 5701.336035 = -14266858.752726
  nChanged 36
		SP:Iteration 32Q (5004.200000 sec): 3 clusters
  Score: Raw -14272566.620564 + Penalty 5701.336035 = -14266865.284529
  nChanged 29
		SP:Iteration 33Q (5004.450000 sec): 3 clusters
  Score: Raw -14272571.070294 + Penalty 5701.336035 = -14266869.734259
  nChanged 22
		SP:Iteration 34Q (5004.710000 sec): 3 clusters
  Score: Raw -14272575.003405 + Penalty 5701.336035 = -14266873.667370
  nChanged 20
		SP:Iteration 35Q (5004.970000 sec): 3 clusters
  Score: Raw -14272578.650489 + Penalty 5701.336035 = -14266877.314454
  nChanged 26
		SP:Iteration 36Q (5005.230000 sec): 3 clusters
  Score: Raw -14272583.350738 + Penalty 5701.336035 = -14266882.014703
  nChanged 18
		SP:Iteration 37Q (5005.490000 sec): 3 clusters
  Score: Raw -14272586.442954 + Penalty 5701.336035 = -14266885.106919
  nChanged 17
		SP:Iteration 38Q (5005.750000 sec): 3 clusters
  Score: Raw -14272588.849993 + Penalty 5701.336035 = -14266887.513958
  nChanged 14
		SP:Iteration 39Q (5006.010000 sec): 3 clusters
  Score: Raw -14272590.653198 + Penalty 5701.336035 = -14266889.317163
  nChanged 7
		SP:Iteration 40F (5006.380000 sec): 3 clusters
  Score: Raw -14272591.576888 + Penalty 5701.336035 = -14266890.240853
  nChanged 5
		SP:Iteration 41Q (5006.640000 sec): 3 clusters
  Score: Raw -14272592.243628 + Penalty 5701.336035 = -14266890.907593
  nChanged 6
		SP:Iteration 42Q (5006.900000 sec): 3 clusters
  Score: Raw -14272593.336620 + Penalty 5701.336035 = -14266892.000585
  nChanged 8
		SP:Iteration 43Q (5007.160000 sec): 3 clusters
  Score: Raw -14272594.609887 + Penalty 5701.336035 = -14266893.273852
  nChanged 8
		SP:Iteration 44Q (5007.410000 sec): 3 clusters
  Score: Raw -14272595.841207 + Penalty 5701.336035 = -14266894.505172
  nChanged 12
		SP:Iteration 45Q (5007.670000 sec): 3 clusters
  Score: Raw -14272597.324659 + Penalty 5701.336035 = -14266895.988624
  nChanged 5
		SP:Iteration 46Q (5007.930000 sec): 3 clusters
  Score: Raw -14272598.359476 + Penalty 5701.336035 = -14266897.023441
  nChanged 5
		SP:Iteration 47Q (5008.190000 sec): 3 clusters
  Score: Raw -14272599.073228 + Penalty 5701.336035 = -14266897.737193
  nChanged 6
		SP:Iteration 48Q (5008.450000 sec): 3 clusters
  Score: Raw -14272600.056831 + Penalty 5701.336035 = -14266898.720796
  nChanged 9
		SP:Iteration 49Q (5008.700000 sec): 3 clusters
  Score: Raw -14272601.620443 + Penalty 5701.336035 = -14266900.284408
  nChanged 11
		SP:Iteration 50Q (5008.960000 sec): 3 clusters
  Score: Raw -14272603.493548 + Penalty 5701.336035 = -14266902.157513
  nChanged 7
		SP:Iteration 51Q (5009.220000 sec): 3 clusters
  Score: Raw -14272604.435925 + Penalty 5701.336035 = -14266903.099890
  nChanged 9
		SP:Iteration 52Q (5009.480000 sec): 3 clusters
  Score: Raw -14272605.713862 + Penalty 5701.336035 = -14266904.377828
  nChanged 10
		SP:Iteration 53Q (5009.740000 sec): 3 clusters
  Score: Raw -14272607.375233 + Penalty 5701.336035 = -14266906.039198
  nChanged 10
		SP:Iteration 54Q (5010.000000 sec): 3 clusters
  Score: Raw -14272609.094195 + Penalty 5701.336035 = -14266907.758160
  nChanged 10
		SP:Iteration 55Q (5010.250000 sec): 3 clusters
  Score: Raw -14272610.877710 + Penalty 5701.336035 = -14266909.541675
  nChanged 11
		SP:Iteration 56Q (5010.510000 sec): 3 clusters
  Score: Raw -14272612.782768 + Penalty 5701.336035 = -14266911.446733
  nChanged 8
		SP:Iteration 57Q (5010.770000 sec): 3 clusters
  Score: Raw -14272614.732496 + Penalty 5701.336035 = -14266913.396461
  nChanged 12
		SP:Iteration 58Q (5011.030000 sec): 3 clusters
  Score: Raw -14272616.977322 + Penalty 5701.336035 = -14266915.641288
  nChanged 15
		SP:Iteration 59Q (5011.280000 sec): 3 clusters
  Score: Raw -14272620.074743 + Penalty 5701.336035 = -14266918.738708
  nChanged 11
		SP:Iteration 60F (5011.660000 sec): 3 clusters
  Score: Raw -14272622.072578 + Penalty 5701.336035 = -14266920.736543
  nChanged 23
		SP:Iteration 61Q (5011.920000 sec): 3 clusters
  Score: Raw -14272626.148629 + Penalty 5701.336035 = -14266924.812594
  nChanged 24
		SP:Iteration 62Q (5012.170000 sec): 3 clusters
  Score: Raw -14272630.053263 + Penalty 5701.336035 = -14266928.717228
  nChanged 24
		SP:Iteration 63Q (5012.430000 sec): 3 clusters
  Score: Raw -14272636.126444 + Penalty 5701.336035 = -14266934.790409
  nChanged 25
		SP:Iteration 64Q (5012.690000 sec): 3 clusters
  Score: Raw -14272641.365543 + Penalty 5701.336035 = -14266940.029508
  nChanged 23
		SP:Iteration 65Q (5012.950000 sec): 3 clusters
  Score: Raw -14272646.190163 + Penalty 5701.336035 = -14266944.854128
  nChanged 17
		SP:Iteration 66Q (5013.200000 sec): 3 clusters
  Score: Raw -14272648.734203 + Penalty 5701.336035 = -14266947.398168
  nChanged 10
		SP:Iteration 67Q (5013.460000 sec): 3 clusters
  Score: Raw -14272650.082240 + Penalty 5701.336035 = -14266948.746205
  nChanged 6
		SP:Iteration 68Q (5013.720000 sec): 3 clusters
  Score: Raw -14272650.933990 + Penalty 5701.336035 = -14266949.597955
  nChanged 3
		SP:Iteration 69Q (5013.980000 sec): 3 clusters
  Score: Raw -14272651.350352 + Penalty 5701.336035 = -14266950.014317
  nChanged 5
		SP:Iteration 70Q (5014.240000 sec): 3 clusters
  Score: Raw -14272652.319471 + Penalty 5701.336035 = -14266950.983436
  nChanged 7
		SP:Iteration 71Q (5014.500000 sec): 3 clusters
  Score: Raw -14272653.450526 + Penalty 5701.336035 = -14266952.114491
  nChanged 6
		SP:Iteration 72Q (5014.750000 sec): 3 clusters
  Score: Raw -14272654.140355 + Penalty 5701.336035 = -14266952.804320
  nChanged 4
		SP:Iteration 73Q (5015.010000 sec): 3 clusters
  Score: Raw -14272654.682338 + Penalty 5701.336035 = -14266953.346303
  nChanged 3
		SP:Iteration 74Q (5015.270000 sec): 3 clusters
  Score: Raw -14272655.149217 + Penalty 5701.336035 = -14266953.813182
  nChanged 2
		SP:Iteration 75Q (5015.530000 sec): 3 clusters
  Score: Raw -14272655.657732 + Penalty 5701.336035 = -14266954.321698
  nChanged 1
		SP:Iteration 76Q (5015.790000 sec): 3 clusters
  Score: Raw -14272656.060657 + Penalty 5701.336035 = -14266954.724622
  nChanged 0
		SP:Iteration 77F (5016.150000 sec): 3 clusters
  Score: Raw -14272656.060657 + Penalty 5701.336035 = -14266954.724622
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (35245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5016.300000 sec): 2 clusters
  Score: Raw -5468772.622828 + Penalty 2596.579581 = -5466176.043248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5016.430000 sec): 3 clusters
  Score: Raw -5447384.159394 + Penalty 5193.159161 = -5442191.000233
  nChanged 16045
		SP:Iteration 1F (5016.560000 sec): 3 clusters
  Score: Raw -5455881.267776 + Penalty 5193.159161 = -5450688.108615
  nChanged 1479
		SP:Iteration 2Q (5016.690000 sec): 3 clusters
  Score: Raw -5456282.433045 + Penalty 5193.159161 = -5451089.273884
  nChanged 1317
		SP:Iteration 3Q (5016.820000 sec): 3 clusters
  Score: Raw -5456642.251879 + Penalty 5193.159161 = -5451449.092718
  nChanged 1235
		SP:Iteration 4Q (5016.960000 sec): 3 clusters
  Score: Raw -5457000.482922 + Penalty 5193.159161 = -5451807.323760
  nChanged 1278
		SP:Iteration 5Q (5017.090000 sec): 3 clusters
  Score: Raw -5457423.441988 + Penalty 5193.159161 = -5452230.282827
  nChanged 1394
		SP:Iteration 6Q (5017.220000 sec): 3 clusters
  Score: Raw -5457956.250445 + Penalty 5193.159161 = -5452763.091284
  nChanged 1604
		SP:Iteration 7Q (5017.360000 sec): 3 clusters
  Score: Raw -5458719.020814 + Penalty 5193.159161 = -5453525.861653
  nChanged 2011
		SP:Iteration 8F (5017.480000 sec): 3 clusters
  Score: Raw -5459925.779529 + Penalty 5193.159161 = -5454732.620367
  nChanged 2395
		SP:Iteration 9F (5017.610000 sec): 3 clusters
  Score: Raw -5461702.655936 + Penalty 5193.159161 = -5456509.496775
  nChanged 2506
		SP:Iteration 10F (5017.740000 sec): 3 clusters
  Score: Raw -5463887.938207 + Penalty 5193.159161 = -5458694.779046
  nChanged 2270
		SP:Iteration 11F (5017.870000 sec): 3 clusters
  Score: Raw -5466056.006291 + Penalty 5193.159161 = -5460862.847130
  nChanged 1566
		SP:Iteration 12Q (5018.000000 sec): 3 clusters
  Score: Raw -5467571.701026 + Penalty 5193.159161 = -5462378.541864
  nChanged 847
		SP:Iteration 13Q (5018.120000 sec): 3 clusters
  Score: Raw -5468330.125624 + Penalty 5193.159161 = -5463136.966463
  nChanged 406
		SP:Iteration 14Q (5018.220000 sec): 3 clusters
  Score: Raw -5468697.726468 + Penalty 5193.159161 = -5463504.567307
  nChanged 190
		SP:Iteration 15Q (5018.320000 sec): 3 clusters
  Score: Raw -5468876.037124 + Penalty 5193.159161 = -5463682.877963
  nChanged 109
		SP:Iteration 16Q (5018.420000 sec): 3 clusters
  Score: Raw -5468989.400144 + Penalty 5193.159161 = -5463796.240983
  nChanged 67
		SP:Iteration 17Q (5018.520000 sec): 3 clusters
  Score: Raw -5469060.245832 + Penalty 5193.159161 = -5463867.086671
  nChanged 29
		SP:Iteration 18Q (5018.610000 sec): 3 clusters
  Score: Raw -5469088.723919 + Penalty 5193.159161 = -5463895.564757
  nChanged 14
		SP:Iteration 19Q (5018.700000 sec): 3 clusters
  Score: Raw -5469102.101650 + Penalty 5193.159161 = -5463908.942488
  nChanged 10
		SP:Iteration 20F (5018.830000 sec): 3 clusters
  Score: Raw -5469111.413850 + Penalty 5193.159161 = -5463918.254688
  nChanged 5
		SP:Iteration 21Q (5018.920000 sec): 3 clusters
  Score: Raw -5469117.162340 + Penalty 5193.159161 = -5463924.003178
  nChanged 5
		SP:Iteration 22Q (5019.020000 sec): 3 clusters
  Score: Raw -5469120.847083 + Penalty 5193.159161 = -5463927.687922
  nChanged 6
		SP:Iteration 23Q (5019.110000 sec): 3 clusters
  Score: Raw -5469126.816195 + Penalty 5193.159161 = -5463933.657034
  nChanged 4
		SP:Iteration 24Q (5019.200000 sec): 3 clusters
  Score: Raw -5469130.662477 + Penalty 5193.159161 = -5463937.503315
  nChanged 6
		SP:Iteration 25Q (5019.290000 sec): 3 clusters
  Score: Raw -5469138.044478 + Penalty 5193.159161 = -5463944.885317
  nChanged 6
		SP:Iteration 26Q (5019.380000 sec): 3 clusters
  Score: Raw -5469143.290070 + Penalty 5193.159161 = -5463950.130908
  nChanged 4
		SP:Iteration 27Q (5019.480000 sec): 3 clusters
  Score: Raw -5469146.537218 + Penalty 5193.159161 = -5463953.378057
  nChanged 0
		SP:Iteration 28F (5019.600000 sec): 3 clusters
  Score: Raw -5469146.537218 + Penalty 5193.159161 = -5463953.378057
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5019.930000 sec): 2 clusters
  Score: Raw -14585300.756965 + Penalty 2852.045792 = -14582448.711173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5020.290000 sec): 3 clusters
  Score: Raw -14522037.953948 + Penalty 5704.091584 = -14516333.862365
  nChanged 46554
		SP:Iteration 1F (5020.660000 sec): 3 clusters
  Score: Raw -14548705.684191 + Penalty 5704.091584 = -14543001.592607
  nChanged 3590
		SP:Iteration 2Q (5021.030000 sec): 3 clusters
  Score: Raw -14549761.678664 + Penalty 5704.091584 = -14544057.587080
  nChanged 3990
		SP:Iteration 3Q (5021.400000 sec): 3 clusters
  Score: Raw -14551194.908211 + Penalty 5704.091584 = -14545490.816627
  nChanged 4802
		SP:Iteration 4Q (5021.780000 sec): 3 clusters
  Score: Raw -14553362.402646 + Penalty 5704.091584 = -14547658.311063
  nChanged 5918
		SP:Iteration 5F (5022.140000 sec): 3 clusters
  Score: Raw -14556770.790376 + Penalty 5704.091584 = -14551066.698793
  nChanged 7069
		SP:Iteration 6F (5022.500000 sec): 3 clusters
  Score: Raw -14561739.414832 + Penalty 5704.091584 = -14556035.323248
  nChanged 7776
		SP:Iteration 7F (5022.870000 sec): 3 clusters
  Score: Raw -14567906.687016 + Penalty 5704.091584 = -14562202.595432
  nChanged 7092
		SP:Iteration 8F (5023.240000 sec): 3 clusters
  Score: Raw -14573936.235107 + Penalty 5704.091584 = -14568232.143524
  nChanged 5641
		SP:Iteration 9F (5023.600000 sec): 3 clusters
  Score: Raw -14578850.308559 + Penalty 5704.091584 = -14573146.216975
  nChanged 3713
		SP:Iteration 10Q (5023.960000 sec): 3 clusters
  Score: Raw -14582041.841932 + Penalty 5704.091584 = -14576337.750348
  nChanged 2138
		SP:Iteration 11Q (5024.310000 sec): 3 clusters
  Score: Raw -14583839.440633 + Penalty 5704.091584 = -14578135.349049
  nChanged 1063
		SP:Iteration 12Q (5024.620000 sec): 3 clusters
  Score: Raw -14584735.637496 + Penalty 5704.091584 = -14579031.545913
  nChanged 549
		SP:Iteration 13Q (5024.910000 sec): 3 clusters
  Score: Raw -14585225.978765 + Penalty 5704.091584 = -14579521.887181
  nChanged 277
		SP:Iteration 14Q (5025.180000 sec): 3 clusters
  Score: Raw -14585472.459346 + Penalty 5704.091584 = -14579768.367762
  nChanged 162
		SP:Iteration 15Q (5025.450000 sec): 3 clusters
  Score: Raw -14585610.810046 + Penalty 5704.091584 = -14579906.718462
  nChanged 99
		SP:Iteration 16Q (5025.710000 sec): 3 clusters
  Score: Raw -14585691.789744 + Penalty 5704.091584 = -14579987.698160
  nChanged 65
		SP:Iteration 17Q (5025.960000 sec): 3 clusters
  Score: Raw -14585748.187523 + Penalty 5704.091584 = -14580044.095940
  nChanged 44
		SP:Iteration 18Q (5026.220000 sec): 3 clusters
  Score: Raw -14585779.511028 + Penalty 5704.091584 = -14580075.419445
  nChanged 25
		SP:Iteration 19Q (5026.470000 sec): 3 clusters
  Score: Raw -14585797.804706 + Penalty 5704.091584 = -14580093.713123
  nChanged 17
		SP:Iteration 20F (5026.830000 sec): 3 clusters
  Score: Raw -14585812.567750 + Penalty 5704.091584 = -14580108.476166
  nChanged 17
		SP:Iteration 21Q (5027.080000 sec): 3 clusters
  Score: Raw -14585825.873523 + Penalty 5704.091584 = -14580121.781939
  nChanged 15
		SP:Iteration 22Q (5027.340000 sec): 3 clusters
  Score: Raw -14585834.275742 + Penalty 5704.091584 = -14580130.184159
  nChanged 10
		SP:Iteration 23Q (5027.590000 sec): 3 clusters
  Score: Raw -14585840.196726 + Penalty 5704.091584 = -14580136.105143
  nChanged 7
		SP:Iteration 24Q (5027.840000 sec): 3 clusters
  Score: Raw -14585843.251361 + Penalty 5704.091584 = -14580139.159778
  nChanged 4
		SP:Iteration 25Q (5028.090000 sec): 3 clusters
  Score: Raw -14585846.127088 + Penalty 5704.091584 = -14580142.035505
  nChanged 6
		SP:Iteration 26Q (5028.340000 sec): 3 clusters
  Score: Raw -14585849.320816 + Penalty 5704.091584 = -14580145.229233
  nChanged 2
		SP:Iteration 27Q (5028.600000 sec): 3 clusters
  Score: Raw -14585849.998568 + Penalty 5704.091584 = -14580145.906984
  nChanged 0
		SP:Iteration 28F (5028.960000 sec): 3 clusters
  Score: Raw -14585849.998568 + Penalty 5704.091584 = -14580145.906984
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5029.000000 sec): 2 clusters
  Score: Raw -74856.291948 + Penalty 1616.382476 = -73239.909472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5029.000000 sec): 3 clusters
  Score: Raw -75115.875612 + Penalty 3232.764951 = -71883.110660
  nChanged 233
		SP:Iteration 1F (5029.000000 sec): 3 clusters
  Score: Raw -77619.641638 + Penalty 3232.764951 = -74386.876686
  nChanged 101
		SP:Iteration 2F (5029.000000 sec): 3 clusters
  Score: Raw -79141.435058 + Penalty 3232.764951 = -75908.670106
  nChanged 23
		SP:Iteration 3Q (5029.000000 sec): 3 clusters
  Score: Raw -79742.237510 + Penalty 3232.764951 = -76509.472558
  nChanged 8
		SP:Iteration 4Q (5029.010000 sec): 3 clusters
  Score: Raw -79800.997213 + Penalty 3232.764951 = -76568.232262
  nChanged 2
		SP:Iteration 5Q (5029.010000 sec): 3 clusters
  Score: Raw -79805.578119 + Penalty 3232.764951 = -76572.813167
  nChanged 1
		SP:Iteration 6Q (5029.010000 sec): 3 clusters
  Score: Raw -79807.169169 + Penalty 3232.764951 = -76574.404218
  nChanged 0
		SP:Iteration 7F (5029.010000 sec): 3 clusters
  Score: Raw -79807.169169 + Penalty 3232.764951 = -76574.404218
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 31.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5029.190000 sec): 2 clusters
  Score: Raw -7518386.432317 + Penalty 2689.191557 = -7515697.240760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5029.380000 sec): 3 clusters
  Score: Raw -7486611.156517 + Penalty 5378.383114 = -7481232.773403
  nChanged 23699
		SP:Iteration 1F (5029.560000 sec): 3 clusters
  Score: Raw -7499612.513508 + Penalty 5378.383114 = -7494234.130394
  nChanged 2027
		SP:Iteration 2Q (5029.760000 sec): 3 clusters
  Score: Raw -7500164.414760 + Penalty 5378.383114 = -7494786.031647
  nChanged 1919
		SP:Iteration 3Q (5029.950000 sec): 3 clusters
  Score: Raw -7500728.462583 + Penalty 5378.383114 = -7495350.079469
  nChanged 1950
		SP:Iteration 4Q (5030.140000 sec): 3 clusters
  Score: Raw -7501332.391914 + Penalty 5378.383114 = -7495954.008800
  nChanged 2013
		SP:Iteration 5Q (5030.340000 sec): 3 clusters
  Score: Raw -7501951.877894 + Penalty 5378.383114 = -7496573.494781
  nChanged 2039
		SP:Iteration 6Q (5030.530000 sec): 3 clusters
  Score: Raw -7502658.197254 + Penalty 5378.383114 = -7497279.814141
  nChanged 2252
		SP:Iteration 7Q (5030.730000 sec): 3 clusters
  Score: Raw -7503518.584425 + Penalty 5378.383114 = -7498140.201312
  nChanged 2352
		SP:Iteration 8Q (5030.920000 sec): 3 clusters
  Score: Raw -7504489.332602 + Penalty 5378.383114 = -7499110.949488
  nChanged 2358
		SP:Iteration 9Q (5031.110000 sec): 3 clusters
  Score: Raw -7505531.563023 + Penalty 5378.383114 = -7500153.179910
  nChanged 2441
		SP:Iteration 10Q (5031.310000 sec): 3 clusters
  Score: Raw -7506677.832525 + Penalty 5378.383114 = -7501299.449411
  nChanged 2375
		SP:Iteration 11Q (5031.500000 sec): 3 clusters
  Score: Raw -7507859.218467 + Penalty 5378.383114 = -7502480.835353
  nChanged 2280
		SP:Iteration 12Q (5031.690000 sec): 3 clusters
  Score: Raw -7509062.536901 + Penalty 5378.383114 = -7503684.153787
  nChanged 2105
		SP:Iteration 13Q (5031.880000 sec): 3 clusters
  Score: Raw -7510290.216784 + Penalty 5378.383114 = -7504911.833671
  nChanged 1935
		SP:Iteration 14Q (5032.070000 sec): 3 clusters
  Score: Raw -7511533.720237 + Penalty 5378.383114 = -7506155.337123
  nChanged 1713
		SP:Iteration 15Q (5032.270000 sec): 3 clusters
  Score: Raw -7512751.663611 + Penalty 5378.383114 = -7507373.280497
  nChanged 1516
		SP:Iteration 16Q (5032.460000 sec): 3 clusters
  Score: Raw -7513925.144643 + Penalty 5378.383114 = -7508546.761529
  nChanged 1309
		SP:Iteration 17Q (5032.640000 sec): 3 clusters
  Score: Raw -7514931.052902 + Penalty 5378.383114 = -7509552.669788
  nChanged 1048
		SP:Iteration 18Q (5032.810000 sec): 3 clusters
  Score: Raw -7515649.354926 + Penalty 5378.383114 = -7510270.971812
  nChanged 815
		SP:Iteration 19Q (5032.970000 sec): 3 clusters
  Score: Raw -7516138.546203 + Penalty 5378.383114 = -7510760.163089
  nChanged 632
		SP:Iteration 20F (5033.160000 sec): 3 clusters
  Score: Raw -7516492.708259 + Penalty 5378.383114 = -7511114.325146
  nChanged 546
		SP:Iteration 21Q (5033.310000 sec): 3 clusters
  Score: Raw -7516777.616510 + Penalty 5378.383114 = -7511399.233396
  nChanged 462
		SP:Iteration 22Q (5033.460000 sec): 3 clusters
  Score: Raw -7517018.450164 + Penalty 5378.383114 = -7511640.067051
  nChanged 393
		SP:Iteration 23Q (5033.610000 sec): 3 clusters
  Score: Raw -7517218.123774 + Penalty 5378.383114 = -7511839.740660
  nChanged 345
		SP:Iteration 24Q (5033.750000 sec): 3 clusters
  Score: Raw -7517390.326543 + Penalty 5378.383114 = -7512011.943429
  nChanged 313
		SP:Iteration 25Q (5033.890000 sec): 3 clusters
  Score: Raw -7517542.396499 + Penalty 5378.383114 = -7512164.013386
  nChanged 273
		SP:Iteration 26Q (5034.040000 sec): 3 clusters
  Score: Raw -7517666.008036 + Penalty 5378.383114 = -7512287.624922
  nChanged 237
		SP:Iteration 27Q (5034.180000 sec): 3 clusters
  Score: Raw -7517779.963347 + Penalty 5378.383114 = -7512401.580233
  nChanged 228
		SP:Iteration 28Q (5034.320000 sec): 3 clusters
  Score: Raw -7517895.373466 + Penalty 5378.383114 = -7512516.990352
  nChanged 193
		SP:Iteration 29Q (5034.450000 sec): 3 clusters
  Score: Raw -7517986.302519 + Penalty 5378.383114 = -7512607.919406
  nChanged 174
		SP:Iteration 30Q (5034.590000 sec): 3 clusters
  Score: Raw -7518064.443255 + Penalty 5378.383114 = -7512686.060141
  nChanged 147
		SP:Iteration 31Q (5034.730000 sec): 3 clusters
  Score: Raw -7518140.121627 + Penalty 5378.383114 = -7512761.738513
  nChanged 135
		SP:Iteration 32Q (5034.870000 sec): 3 clusters
  Score: Raw -7518210.325274 + Penalty 5378.383114 = -7512831.942160
  nChanged 128
		SP:Iteration 33Q (5035.000000 sec): 3 clusters
  Score: Raw -7518281.429895 + Penalty 5378.383114 = -7512903.046782
  nChanged 107
		SP:Iteration 34Q (5035.140000 sec): 3 clusters
  Score: Raw -7518340.279828 + Penalty 5378.383114 = -7512961.896714
  nChanged 99
		SP:Iteration 35Q (5035.270000 sec): 3 clusters
  Score: Raw -7518395.949832 + Penalty 5378.383114 = -7513017.566718
  nChanged 79
		SP:Iteration 36Q (5035.410000 sec): 3 clusters
  Score: Raw -7518446.456500 + Penalty 5378.383114 = -7513068.073386
  nChanged 69
		SP:Iteration 37Q (5035.540000 sec): 3 clusters
  Score: Raw -7518486.445706 + Penalty 5378.383114 = -7513108.062593
  nChanged 59
		SP:Iteration 38Q (5035.670000 sec): 3 clusters
  Score: Raw -7518518.742801 + Penalty 5378.383114 = -7513140.359688
  nChanged 40
		SP:Iteration 39Q (5035.800000 sec): 3 clusters
  Score: Raw -7518540.085493 + Penalty 5378.383114 = -7513161.702379
  nChanged 38
		SP:Iteration 40F (5035.990000 sec): 3 clusters
  Score: Raw -7518560.701626 + Penalty 5378.383114 = -7513182.318513
  nChanged 22
		SP:Iteration 41Q (5036.120000 sec): 3 clusters
  Score: Raw -7518574.797414 + Penalty 5378.383114 = -7513196.414300
  nChanged 23
		SP:Iteration 42Q (5036.250000 sec): 3 clusters
  Score: Raw -7518590.677934 + Penalty 5378.383114 = -7513212.294820
  nChanged 24
		SP:Iteration 43Q (5036.390000 sec): 3 clusters
  Score: Raw -7518605.666478 + Penalty 5378.383114 = -7513227.283365
  nChanged 19
		SP:Iteration 44Q (5036.520000 sec): 3 clusters
  Score: Raw -7518618.670188 + Penalty 5378.383114 = -7513240.287074
  nChanged 17
		SP:Iteration 45Q (5036.650000 sec): 3 clusters
  Score: Raw -7518628.219473 + Penalty 5378.383114 = -7513249.836359
  nChanged 18
		SP:Iteration 46Q (5036.780000 sec): 3 clusters
  Score: Raw -7518638.627996 + Penalty 5378.383114 = -7513260.244883
  nChanged 21
		SP:Iteration 47Q (5036.910000 sec): 3 clusters
  Score: Raw -7518651.679323 + Penalty 5378.383114 = -7513273.296209
  nChanged 20
		SP:Iteration 48Q (5037.040000 sec): 3 clusters
  Score: Raw -7518662.159345 + Penalty 5378.383114 = -7513283.776231
  nChanged 12
		SP:Iteration 49Q (5037.170000 sec): 3 clusters
  Score: Raw -7518669.303734 + Penalty 5378.383114 = -7513290.920620
  nChanged 10
		SP:Iteration 50Q (5037.310000 sec): 3 clusters
  Score: Raw -7518675.204379 + Penalty 5378.383114 = -7513296.821265
  nChanged 8
		SP:Iteration 51Q (5037.440000 sec): 3 clusters
  Score: Raw -7518681.203046 + Penalty 5378.383114 = -7513302.819933
  nChanged 16
		SP:Iteration 52Q (5037.570000 sec): 3 clusters
  Score: Raw -7518691.445834 + Penalty 5378.383114 = -7513313.062721
  nChanged 15
		SP:Iteration 53Q (5037.700000 sec): 3 clusters
  Score: Raw -7518704.401567 + Penalty 5378.383114 = -7513326.018453
  nChanged 10
		SP:Iteration 54Q (5037.830000 sec): 3 clusters
  Score: Raw -7518709.182794 + Penalty 5378.383114 = -7513330.799680
  nChanged 4
		SP:Iteration 55Q (5037.960000 sec): 3 clusters
  Score: Raw -7518712.060359 + Penalty 5378.383114 = -7513333.677246
  nChanged 2
		SP:Iteration 56Q (5038.090000 sec): 3 clusters
  Score: Raw -7518713.100144 + Penalty 5378.383114 = -7513334.717031
  nChanged 2
		SP:Iteration 57Q (5038.220000 sec): 3 clusters
  Score: Raw -7518714.415783 + Penalty 5378.383114 = -7513336.032669
  nChanged 2
		SP:Iteration 58Q (5038.350000 sec): 3 clusters
  Score: Raw -7518715.953410 + Penalty 5378.383114 = -7513337.570296
  nChanged 2
		SP:Iteration 59Q (5038.490000 sec): 3 clusters
  Score: Raw -7518717.159241 + Penalty 5378.383114 = -7513338.776128
  nChanged 1
		SP:Iteration 60F (5038.670000 sec): 3 clusters
  Score: Raw -7518717.520593 + Penalty 5378.383114 = -7513339.137479
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5038.700000 sec): 2 clusters
  Score: Raw -61959.110712 + Penalty 1516.741247 = -60442.369465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5038.700000 sec): 3 clusters
  Score: Raw -62215.975112 + Penalty 3033.482494 = -59182.492618
  nChanged 122
		SP:Iteration 1F (5038.700000 sec): 3 clusters
  Score: Raw -62618.274511 + Penalty 3033.482494 = -59584.792017
  nChanged 32
		SP:Iteration 2F (5038.700000 sec): 3 clusters
  Score: Raw -62781.051617 + Penalty 3033.482494 = -59747.569123
  nChanged 11
		SP:Iteration 3Q (5038.700000 sec): 3 clusters
  Score: Raw -62841.862565 + Penalty 3033.482494 = -59808.380071
  nChanged 6
		SP:Iteration 4Q (5038.710000 sec): 3 clusters
  Score: Raw -62871.995533 + Penalty 3033.482494 = -59838.513039
  nChanged 5
		SP:Iteration 5Q (5038.710000 sec): 3 clusters
  Score: Raw -62924.409954 + Penalty 3033.482494 = -59890.927460
  nChanged 6
		SP:Iteration 6Q (5038.710000 sec): 3 clusters
  Score: Raw -62968.044223 + Penalty 3033.482494 = -59934.561729
  nChanged 5
		SP:Iteration 7Q (5038.710000 sec): 3 clusters
  Score: Raw -62984.313484 + Penalty 3033.482494 = -59950.830989
  nChanged 5
		SP:Iteration 8Q (5038.710000 sec): 3 clusters
  Score: Raw -63005.111276 + Penalty 3033.482494 = -59971.628782
  nChanged 5
		SP:Iteration 9Q (5038.710000 sec): 3 clusters
  Score: Raw -63117.145232 + Penalty 3033.482494 = -60083.662738
  nChanged 5
		SP:Iteration 10Q (5038.710000 sec): 3 clusters
  Score: Raw -63137.873376 + Penalty 3033.482494 = -60104.390882
  nChanged 2
		SP:Iteration 11Q (5038.710000 sec): 3 clusters
  Score: Raw -63151.310793 + Penalty 3033.482494 = -60117.828299
  nChanged 2
		SP:Iteration 12Q (5038.710000 sec): 3 clusters
  Score: Raw -63155.791122 + Penalty 3033.482494 = -60122.308628
  nChanged 0
		SP:Iteration 13F (5038.720000 sec): 3 clusters
  Score: Raw -63155.791122 + Penalty 3033.482494 = -60122.308628
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5038.720000 sec): 2 clusters
  Score: Raw -89509.118693 + Penalty 1606.289146 = -87902.829547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5038.720000 sec): 3 clusters
  Score: Raw -89581.292907 + Penalty 3212.578292 = -86368.714615
  nChanged 154
		SP:Iteration 1F (5038.730000 sec): 3 clusters
  Score: Raw -90012.663123 + Penalty 3212.578292 = -86800.084831
  nChanged 58
		SP:Iteration 2F (5038.730000 sec): 3 clusters
  Score: Raw -90198.685799 + Penalty 3212.578292 = -86986.107507
  nChanged 34
		SP:Iteration 3F (5038.730000 sec): 3 clusters
  Score: Raw -90352.486208 + Penalty 3212.578292 = -87139.907916
  nChanged 31
		SP:Iteration 4Q (5038.730000 sec): 3 clusters
  Score: Raw -90497.045657 + Penalty 3212.578292 = -87284.467365
  nChanged 15
		SP:Iteration 5Q (5038.730000 sec): 3 clusters
  Score: Raw -90549.558495 + Penalty 3212.578292 = -87336.980203
  nChanged 10
		SP:Iteration 6Q (5038.740000 sec): 3 clusters
  Score: Raw -90606.040623 + Penalty 3212.578292 = -87393.462331
  nChanged 14
		SP:Iteration 7Q (5038.740000 sec): 3 clusters
  Score: Raw -90671.469067 + Penalty 3212.578292 = -87458.890775
  nChanged 7
		SP:Iteration 8Q (5038.740000 sec): 3 clusters
  Score: Raw -90714.753716 + Penalty 3212.578292 = -87502.175424
  nChanged 8
		SP:Iteration 9Q (5038.740000 sec): 3 clusters
  Score: Raw -90744.453546 + Penalty 3212.578292 = -87531.875254
  nChanged 4
		SP:Iteration 10Q (5038.750000 sec): 3 clusters
  Score: Raw -90764.009017 + Penalty 3212.578292 = -87551.430725
  nChanged 3
		SP:Iteration 11Q (5038.750000 sec): 3 clusters
  Score: Raw -90774.573601 + Penalty 3212.578292 = -87561.995309
  nChanged 1
		SP:Iteration 12Q (5038.750000 sec): 3 clusters
  Score: Raw -90779.083934 + Penalty 3212.578292 = -87566.505642
  nChanged 1
		SP:Iteration 13Q (5038.750000 sec): 3 clusters
  Score: Raw -90782.636752 + Penalty 3212.578292 = -87570.058460
  nChanged 0
		SP:Iteration 14F (5038.750000 sec): 3 clusters
  Score: Raw -90783.288242 + Penalty 3212.578292 = -87570.709950
  nChanged 2
		SP:Iteration 15Q (5038.750000 sec): 3 clusters
  Score: Raw -90816.431502 + Penalty 3212.578292 = -87603.853210
  nChanged 5
		SP:Iteration 16Q (5038.760000 sec): 3 clusters
  Score: Raw -90835.562164 + Penalty 3212.578292 = -87622.983872
  nChanged 2
		SP:Iteration 17Q (5038.760000 sec): 3 clusters
  Score: Raw -90844.610186 + Penalty 3212.578292 = -87632.031894
  nChanged 1
		SP:Iteration 18Q (5038.760000 sec): 3 clusters
  Score: Raw -90854.523845 + Penalty 3212.578292 = -87641.945553
  nChanged 2
		SP:Iteration 19Q (5038.760000 sec): 3 clusters
  Score: Raw -90869.115316 + Penalty 3212.578292 = -87656.537024
  nChanged 4
		SP:Iteration 20F (5038.770000 sec): 3 clusters
  Score: Raw -90885.932091 + Penalty 3212.578292 = -87673.353799
  nChanged 5
		SP:Iteration 21Q (5038.770000 sec): 3 clusters
  Score: Raw -90965.203045 + Penalty 3212.578292 = -87752.624753
  nChanged 12
		SP:Iteration 22Q (5038.770000 sec): 3 clusters
  Score: Raw -91153.977455 + Penalty 3212.578292 = -87941.399163
  nChanged 4
		SP:Iteration 23Q (5038.770000 sec): 3 clusters
  Score: Raw -91175.301676 + Penalty 3212.578292 = -87962.723384
  nChanged 2
		SP:Iteration 24Q (5038.770000 sec): 3 clusters
  Score: Raw -91179.520705 + Penalty 3212.578292 = -87966.942413
  nChanged 1
		SP:Iteration 25Q (5038.770000 sec): 3 clusters
  Score: Raw -91183.172529 + Penalty 3212.578292 = -87970.594237
  nChanged 0
		SP:Iteration 26F (5038.780000 sec): 3 clusters
  Score: Raw -91183.172529 + Penalty 3212.578292 = -87970.594237
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 32.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (270214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5039.680000 sec): 2 clusters
  Score: Raw -39985991.386586 + Penalty 3101.728440 = -39982889.658146
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5040.680000 sec): 3 clusters
  Score: Raw -39807195.070625 + Penalty 6203.456880 = -39800991.613745
  nChanged 130534
		SP:Iteration 1F (5041.690000 sec): 3 clusters
  Score: Raw -39883668.818350 + Penalty 6203.456880 = -39877465.361470
  nChanged 5140
		SP:Iteration 2Q (5042.710000 sec): 3 clusters
  Score: Raw -39884380.080406 + Penalty 6203.456880 = -39878176.623525
  nChanged 5340
		SP:Iteration 3Q (5043.730000 sec): 3 clusters
  Score: Raw -39885214.015522 + Penalty 6203.456880 = -39879010.558642
  nChanged 6021
		SP:Iteration 4Q (5044.760000 sec): 3 clusters
  Score: Raw -39886393.176763 + Penalty 6203.456880 = -39880189.719883
  nChanged 7530
		SP:Iteration 5Q (5045.790000 sec): 3 clusters
  Score: Raw -39888419.676715 + Penalty 6203.456880 = -39882216.219835
  nChanged 10458
		SP:Iteration 6Q (5046.820000 sec): 3 clusters
  Score: Raw -39892368.842966 + Penalty 6203.456880 = -39886165.386086
  nChanged 14971
		SP:Iteration 7F (5047.810000 sec): 3 clusters
  Score: Raw -39900321.305414 + Penalty 6203.456880 = -39894117.848534
  nChanged 21013
		SP:Iteration 8F (5048.800000 sec): 3 clusters
  Score: Raw -39915633.318684 + Penalty 6203.456880 = -39909429.861804
  nChanged 25931
		SP:Iteration 9F (5049.800000 sec): 3 clusters
  Score: Raw -39939400.881527 + Penalty 6203.456880 = -39933197.424647
  nChanged 24056
		SP:Iteration 10F (5050.800000 sec): 3 clusters
  Score: Raw -39963974.261961 + Penalty 6203.456880 = -39957770.805081
  nChanged 14675
		SP:Iteration 11F (5051.780000 sec): 3 clusters
  Score: Raw -39978945.146073 + Penalty 6203.456880 = -39972741.689193
  nChanged 5636
		SP:Iteration 12Q (5052.640000 sec): 3 clusters
  Score: Raw -39984331.825729 + Penalty 6203.456880 = -39978128.368848
  nChanged 1490
		SP:Iteration 13Q (5053.390000 sec): 3 clusters
  Score: Raw -39985717.055677 + Penalty 6203.456880 = -39979513.598796
  nChanged 333
		SP:Iteration 14Q (5054.100000 sec): 3 clusters
  Score: Raw -39986056.501078 + Penalty 6203.456880 = -39979853.044198
  nChanged 101
		SP:Iteration 15Q (5054.790000 sec): 3 clusters
  Score: Raw -39986176.642160 + Penalty 6203.456880 = -39979973.185280
  nChanged 55
		SP:Iteration 16Q (5055.470000 sec): 3 clusters
  Score: Raw -39986245.375332 + Penalty 6203.456880 = -39980041.918452
  nChanged 29
		SP:Iteration 17Q (5056.160000 sec): 3 clusters
  Score: Raw -39986285.932183 + Penalty 6203.456880 = -39980082.475303
  nChanged 19
		SP:Iteration 18Q (5056.840000 sec): 3 clusters
  Score: Raw -39986313.071881 + Penalty 6203.456880 = -39980109.615001
  nChanged 15
		SP:Iteration 19Q (5057.520000 sec): 3 clusters
  Score: Raw -39986333.491007 + Penalty 6203.456880 = -39980130.034127
  nChanged 9
		SP:Iteration 20F (5058.500000 sec): 3 clusters
  Score: Raw -39986348.705196 + Penalty 6203.456880 = -39980145.248316
  nChanged 4
		SP:Iteration 21Q (5059.190000 sec): 3 clusters
  Score: Raw -39986357.097161 + Penalty 6203.456880 = -39980153.640280
  nChanged 7
		SP:Iteration 22Q (5059.870000 sec): 3 clusters
  Score: Raw -39986371.412054 + Penalty 6203.456880 = -39980167.955174
  nChanged 11
		SP:Iteration 23Q (5060.560000 sec): 3 clusters
  Score: Raw -39986387.239845 + Penalty 6203.456880 = -39980183.782965
  nChanged 3
		SP:Iteration 24Q (5061.230000 sec): 3 clusters
  Score: Raw -39986389.437181 + Penalty 6203.456880 = -39980185.980301
  nChanged 2
		SP:Iteration 25Q (5061.920000 sec): 3 clusters
  Score: Raw -39986392.713258 + Penalty 6203.456880 = -39980189.256378
  nChanged 1
		SP:Iteration 26Q (5062.600000 sec): 3 clusters
  Score: Raw -39986393.202706 + Penalty 6203.456880 = -39980189.745826
  nChanged 0
		SP:Iteration 27F (5063.580000 sec): 3 clusters
  Score: Raw -39986393.202706 + Penalty 6203.456880 = -39980189.745826
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5063.780000 sec): 2 clusters
  Score: Raw -5117737.973293 + Penalty 2583.838474 = -5115154.134819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5063.910000 sec): 3 clusters
  Score: Raw -5097480.229071 + Penalty 5167.676948 = -5092312.552123
  nChanged 15094
		SP:Iteration 1F (5064.030000 sec): 3 clusters
  Score: Raw -5105645.391885 + Penalty 5167.676948 = -5100477.714937
  nChanged 1597
		SP:Iteration 2Q (5064.160000 sec): 3 clusters
  Score: Raw -5106239.773135 + Penalty 5167.676948 = -5101072.096187
  nChanged 1641
		SP:Iteration 3Q (5064.280000 sec): 3 clusters
  Score: Raw -5106954.868854 + Penalty 5167.676948 = -5101787.191906
  nChanged 1905
		SP:Iteration 4F (5064.410000 sec): 3 clusters
  Score: Raw -5108014.276920 + Penalty 5167.676948 = -5102846.599972
  nChanged 2303
		SP:Iteration 5F (5064.530000 sec): 3 clusters
  Score: Raw -5109584.414847 + Penalty 5167.676948 = -5104416.737899
  nChanged 2557
		SP:Iteration 6F (5064.650000 sec): 3 clusters
  Score: Raw -5111711.262778 + Penalty 5167.676948 = -5106543.585830
  nChanged 2535
		SP:Iteration 7F (5064.780000 sec): 3 clusters
  Score: Raw -5114118.887615 + Penalty 5167.676948 = -5108951.210666
  nChanged 1938
		SP:Iteration 8F (5064.900000 sec): 3 clusters
  Score: Raw -5116048.052295 + Penalty 5167.676948 = -5110880.375347
  nChanged 1126
		SP:Iteration 9Q (5065.020000 sec): 3 clusters
  Score: Raw -5117158.732710 + Penalty 5167.676948 = -5111991.055762
  nChanged 486
		SP:Iteration 10Q (5065.130000 sec): 3 clusters
  Score: Raw -5117623.107675 + Penalty 5167.676948 = -5112455.430727
  nChanged 199
		SP:Iteration 11Q (5065.230000 sec): 3 clusters
  Score: Raw -5117830.342664 + Penalty 5167.676948 = -5112662.665716
  nChanged 103
		SP:Iteration 12Q (5065.320000 sec): 3 clusters
  Score: Raw -5117922.816682 + Penalty 5167.676948 = -5112755.139734
  nChanged 46
		SP:Iteration 13Q (5065.410000 sec): 3 clusters
  Score: Raw -5117969.006302 + Penalty 5167.676948 = -5112801.329354
  nChanged 29
		SP:Iteration 14Q (5065.500000 sec): 3 clusters
  Score: Raw -5117996.713676 + Penalty 5167.676948 = -5112829.036727
  nChanged 25
		SP:Iteration 15Q (5065.590000 sec): 3 clusters
  Score: Raw -5118029.538060 + Penalty 5167.676948 = -5112861.861112
  nChanged 20
		SP:Iteration 16Q (5065.680000 sec): 3 clusters
  Score: Raw -5118053.904098 + Penalty 5167.676948 = -5112886.227150
  nChanged 11
		SP:Iteration 17Q (5065.770000 sec): 3 clusters
  Score: Raw -5118067.669081 + Penalty 5167.676948 = -5112899.992133
  nChanged 5
		SP:Iteration 18Q (5065.850000 sec): 3 clusters
  Score: Raw -5118071.572781 + Penalty 5167.676948 = -5112903.895833
  nChanged 1
		SP:Iteration 19Q (5065.940000 sec): 3 clusters
  Score: Raw -5118073.738664 + Penalty 5167.676948 = -5112906.061716
  nChanged 3
		SP:Iteration 20F (5066.070000 sec): 3 clusters
  Score: Raw -5118076.942595 + Penalty 5167.676948 = -5112909.265646
  nChanged 3
		SP:Iteration 21Q (5066.150000 sec): 3 clusters
  Score: Raw -5118080.927316 + Penalty 5167.676948 = -5112913.250367
  nChanged 4
		SP:Iteration 22Q (5066.240000 sec): 3 clusters
  Score: Raw -5118084.408323 + Penalty 5167.676948 = -5112916.731375
  nChanged 1
		SP:Iteration 23Q (5066.330000 sec): 3 clusters
  Score: Raw -5118085.303336 + Penalty 5167.676948 = -5112917.626388
  nChanged 1
		SP:Iteration 24Q (5066.420000 sec): 3 clusters
  Score: Raw -5118085.829450 + Penalty 5167.676948 = -5112918.152502
  nChanged 0
		SP:Iteration 25F (5066.540000 sec): 3 clusters
  Score: Raw -5118085.829450 + Penalty 5167.676948 = -5112918.152502
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1040 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5066.560000 sec): 2 clusters
  Score: Raw -136069.930864 + Penalty 1722.850046 = -134347.080818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5066.560000 sec): 3 clusters
  Score: Raw -135868.484790 + Penalty 3445.700092 = -132422.784698
  nChanged 263
		SP:Iteration 1F (5066.570000 sec): 3 clusters
  Score: Raw -136170.186831 + Penalty 3445.700092 = -132724.486739
  nChanged 80
		SP:Iteration 2F (5066.570000 sec): 3 clusters
  Score: Raw -136276.773611 + Penalty 3445.700092 = -132831.073519
  nChanged 33
		SP:Iteration 3Q (5066.570000 sec): 3 clusters
  Score: Raw -136322.928774 + Penalty 3445.700092 = -132877.228682
  nChanged 19
		SP:Iteration 4Q (5066.580000 sec): 3 clusters
  Score: Raw -136351.560413 + Penalty 3445.700092 = -132905.860321
  nChanged 11
		SP:Iteration 5Q (5066.580000 sec): 3 clusters
  Score: Raw -136368.738330 + Penalty 3445.700092 = -132923.038238
  nChanged 12
		SP:Iteration 6Q (5066.590000 sec): 3 clusters
  Score: Raw -136378.818101 + Penalty 3445.700092 = -132933.118009
  nChanged 11
		SP:Iteration 7Q (5066.590000 sec): 3 clusters
  Score: Raw -136395.285807 + Penalty 3445.700092 = -132949.585715
  nChanged 12
		SP:Iteration 8Q (5066.590000 sec): 3 clusters
  Score: Raw -136411.519637 + Penalty 3445.700092 = -132965.819545
  nChanged 8
		SP:Iteration 9Q (5066.590000 sec): 3 clusters
  Score: Raw -136422.098978 + Penalty 3445.700092 = -132976.398886
  nChanged 7
		SP:Iteration 10Q (5066.600000 sec): 3 clusters
  Score: Raw -136431.034775 + Penalty 3445.700092 = -132985.334683
  nChanged 10
		SP:Iteration 11Q (5066.600000 sec): 3 clusters
  Score: Raw -136446.702524 + Penalty 3445.700092 = -133001.002432
  nChanged 12
		SP:Iteration 12Q (5066.610000 sec): 3 clusters
  Score: Raw -136469.778756 + Penalty 3445.700092 = -133024.078664
  nChanged 12
		SP:Iteration 13Q (5066.610000 sec): 3 clusters
  Score: Raw -136494.643635 + Penalty 3445.700092 = -133048.943543
  nChanged 8
		SP:Iteration 14Q (5066.610000 sec): 3 clusters
  Score: Raw -136503.470707 + Penalty 3445.700092 = -133057.770614
  nChanged 7
		SP:Iteration 15Q (5066.620000 sec): 3 clusters
  Score: Raw -136510.378889 + Penalty 3445.700092 = -133064.678796
  nChanged 4
		SP:Iteration 16Q (5066.620000 sec): 3 clusters
  Score: Raw -136513.742301 + Penalty 3445.700092 = -133068.042209
  nChanged 0
		SP:Iteration 17F (5066.630000 sec): 3 clusters
  Score: Raw -136513.742301 + Penalty 3445.700092 = -133068.042209
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (1144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5066.630000 sec): 2 clusters
  Score: Raw -145614.319752 + Penalty 1746.486971 = -143867.832782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5066.630000 sec): 3 clusters
  Score: Raw -145461.043834 + Penalty 3492.973941 = -141968.069893
  nChanged 349
		SP:Iteration 1F (5066.640000 sec): 3 clusters
  Score: Raw -146382.635907 + Penalty 3492.973941 = -142889.661965
  nChanged 157
		SP:Iteration 2F (5066.640000 sec): 3 clusters
  Score: Raw -147201.433214 + Penalty 3492.973941 = -143708.459273
  nChanged 137
		SP:Iteration 3F (5066.650000 sec): 3 clusters
  Score: Raw -148140.237826 + Penalty 3492.973941 = -144647.263884
  nChanged 76
		SP:Iteration 4F (5066.650000 sec): 3 clusters
  Score: Raw -149593.945254 + Penalty 3492.973941 = -146100.971313
  nChanged 46
		SP:Iteration 5Q (5066.650000 sec): 3 clusters
  Score: Raw -150556.512695 + Penalty 3492.973941 = -147063.538754
  nChanged 37
		SP:Iteration 6Q (5066.660000 sec): 3 clusters
  Score: Raw -150724.420811 + Penalty 3492.973941 = -147231.446870
  nChanged 23
		SP:Iteration 7Q (5066.660000 sec): 3 clusters
  Score: Raw -150825.577812 + Penalty 3492.973941 = -147332.603870
  nChanged 16
		SP:Iteration 8Q (5066.660000 sec): 3 clusters
  Score: Raw -150918.300708 + Penalty 3492.973941 = -147425.326767
  nChanged 19
		SP:Iteration 9Q (5066.670000 sec): 3 clusters
  Score: Raw -151090.219408 + Penalty 3492.973941 = -147597.245466
  nChanged 8
		SP:Iteration 10Q (5066.670000 sec): 3 clusters
  Score: Raw -151155.932487 + Penalty 3492.973941 = -147662.958546
  nChanged 6
		SP:Iteration 11Q (5066.670000 sec): 3 clusters
  Score: Raw -151213.569561 + Penalty 3492.973941 = -147720.595619
  nChanged 5
		SP:Iteration 12Q (5066.670000 sec): 3 clusters
  Score: Raw -151253.072952 + Penalty 3492.973941 = -147760.099011
  nChanged 6
		SP:Iteration 13Q (5066.680000 sec): 3 clusters
  Score: Raw -151303.805796 + Penalty 3492.973941 = -147810.831855
  nChanged 5
		SP:Iteration 14Q (5066.680000 sec): 3 clusters
  Score: Raw -151346.770518 + Penalty 3492.973941 = -147853.796576
  nChanged 3
		SP:Iteration 15Q (5066.680000 sec): 3 clusters
  Score: Raw -151355.556265 + Penalty 3492.973941 = -147862.582324
  nChanged 0
		SP:Iteration 16F (5066.690000 sec): 3 clusters
  Score: Raw -151357.193616 + Penalty 3492.973941 = -147864.219674
  nChanged 2
		SP:Iteration 17Q (5066.690000 sec): 3 clusters
  Score: Raw -151370.549189 + Penalty 3492.973941 = -147877.575248
  nChanged 3
		SP:Iteration 18Q (5066.690000 sec): 3 clusters
  Score: Raw -151386.248287 + Penalty 3492.973941 = -147893.274345
  nChanged 4
		SP:Iteration 19Q (5066.700000 sec): 3 clusters
  Score: Raw -151403.240584 + Penalty 3492.973941 = -147910.266643
  nChanged 2
		SP:Iteration 20F (5066.700000 sec): 3 clusters
  Score: Raw -151413.535013 + Penalty 3492.973941 = -147920.561072
  nChanged 1
		SP:Iteration 21Q (5066.700000 sec): 3 clusters
  Score: Raw -151416.775194 + Penalty 3492.973941 = -147923.801252
  nChanged 0
		SP:Iteration 22F (5066.710000 sec): 3 clusters
  Score: Raw -151416.775194 + Penalty 3492.973941 = -147923.801252
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 33.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5066.710000 sec): 2 clusters
  Score: Raw -59390.796509 + Penalty 1620.739835 = -57770.056674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5066.720000 sec): 3 clusters
  Score: Raw -59677.790028 + Penalty 3241.479670 = -56436.310357
  nChanged 250
		SP:Iteration 1F (5066.720000 sec): 3 clusters
  Score: Raw -61036.846373 + Penalty 3241.479670 = -57795.366702
  nChanged 123
		SP:Iteration 2F (5066.720000 sec): 3 clusters
  Score: Raw -62413.870520 + Penalty 3241.479670 = -59172.390849
  nChanged 45
		SP:Iteration 3F (5066.730000 sec): 3 clusters
  Score: Raw -63481.399773 + Penalty 3241.479670 = -60239.920102
  nChanged 27
		SP:Iteration 4Q (5066.730000 sec): 3 clusters
  Score: Raw -63764.574721 + Penalty 3241.479670 = -60523.095051
  nChanged 11
		SP:Iteration 5Q (5066.730000 sec): 3 clusters
  Score: Raw -63835.687754 + Penalty 3241.479670 = -60594.208084
  nChanged 3
		SP:Iteration 6Q (5066.730000 sec): 3 clusters
  Score: Raw -63844.468050 + Penalty 3241.479670 = -60602.988380
  nChanged 1
		SP:Iteration 7Q (5066.730000 sec): 3 clusters
  Score: Raw -63847.405326 + Penalty 3241.479670 = -60605.925655
  nChanged 1
		SP:Iteration 8Q (5066.730000 sec): 3 clusters
  Score: Raw -63849.655935 + Penalty 3241.479670 = -60608.176264
  nChanged 1
		SP:Iteration 9Q (5066.740000 sec): 3 clusters
  Score: Raw -63851.398440 + Penalty 3241.479670 = -60609.918770
  nChanged 0
		SP:Iteration 10F (5066.740000 sec): 3 clusters
  Score: Raw -63851.398440 + Penalty 3241.479670 = -60609.918770
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 34.
Iteration 99Q (5076.830000 sec): 35 clusters
  Score: Raw -117622239.741133 + Penalty 114739.327988 = -117507500.413145
  nChanged 180
Iteration 100F (5113.820000 sec): 35 clusters
  Score: Raw -117622861.210066 + Penalty 114739.327988 = -117508121.882077
  nChanged 155
Iteration 101Q (5123.820000 sec): 35 clusters
  Score: Raw -117623115.354354 + Penalty 114739.327988 = -117508376.026366
  nChanged 149
Iteration 102Q (5133.820000 sec): 35 clusters
  Score: Raw -117623195.520410 + Penalty 114739.327988 = -117508456.192422
  nChanged 128
Iteration 103Q (5143.800000 sec): 35 clusters
  Score: Raw -117623206.141887 + Penalty 114739.327988 = -117508466.813899
  nChanged 137
Iteration 104Q (5153.780000 sec): 35 clusters
  Score: Raw -117623221.495016 + Penalty 114739.327988 = -117508482.167028
  nChanged 139
Iteration 105Q (5163.760000 sec): 35 clusters
  Score: Raw -117623226.430110 + Penalty 114739.327988 = -117508487.102121
  nChanged 139
Iteration 106Q (5173.730000 sec): 35 clusters
  Score: Raw -117623230.716765 + Penalty 114739.327988 = -117508491.388777
  nChanged 134
Iteration 107Q (5183.770000 sec): 35 clusters
  Score: Raw -117623234.849562 + Penalty 114739.327988 = -117508495.521574
  nChanged 123
Iteration 108Q (5193.740000 sec): 35 clusters
  Score: Raw -117623238.630956 + Penalty 114739.327988 = -117508499.302968
  nChanged 107
Iteration 109Q (5203.720000 sec): 35 clusters
  Score: Raw -117623244.344067 + Penalty 114739.327988 = -117508505.016079
  nChanged 104
Iteration 110Q (5213.690000 sec): 35 clusters
  Score: Raw -117623247.459888 + Penalty 114739.327988 = -117508508.131900
  nChanged 90
Iteration 111Q (5223.720000 sec): 35 clusters
  Score: Raw -117623250.426673 + Penalty 114739.327988 = -117508511.098685
  nChanged 98
Iteration 112Q (5233.690000 sec): 35 clusters
  Score: Raw -117623253.216320 + Penalty 114739.327988 = -117508513.888332
  nChanged 95
Iteration 113Q (5243.680000 sec): 35 clusters
  Score: Raw -117623255.100484 + Penalty 114739.327988 = -117508515.772496
  nChanged 74
Iteration 114Q (5253.640000 sec): 35 clusters
  Score: Raw -117623256.399633 + Penalty 114739.327988 = -117508517.071645
  nChanged 81
Iteration 115Q (5263.620000 sec): 35 clusters
  Score: Raw -117623258.361524 + Penalty 114739.327988 = -117508519.033536
  nChanged 78
Iteration 116Q (5273.610000 sec): 35 clusters
  Score: Raw -117623260.410304 + Penalty 114739.327988 = -117508521.082316
  nChanged 59
Iteration 117Q (5283.580000 sec): 35 clusters
  Score: Raw -117623261.955661 + Penalty 114739.327988 = -117508522.627673
  nChanged 59
Iteration 118Q (5293.530000 sec): 35 clusters
  Score: Raw -117623263.095758 + Penalty 114739.327988 = -117508523.767770
  nChanged 54
Iteration 119Q (5303.490000 sec): 35 clusters
  Score: Raw -117623264.068852 + Penalty 114739.327988 = -117508524.740864
  nChanged 54
Iteration 120F (5340.430000 sec): 35 clusters
  Score: Raw -117623268.575188 + Penalty 114739.327988 = -117508529.247200
  nChanged 55
Iteration 121Q (5350.420000 sec): 35 clusters
  Score: Raw -117623374.608073 + Penalty 114739.327988 = -117508635.280084
  nChanged 62
Iteration 122Q (5360.410000 sec): 35 clusters
  Score: Raw -117623474.840407 + Penalty 114739.327988 = -117508735.512419
  nChanged 44
Iteration 123Q (5370.370000 sec): 35 clusters
  Score: Raw -117623500.457534 + Penalty 114739.327988 = -117508761.129546
  nChanged 43
Iteration 124Q (5380.300000 sec): 35 clusters
  Score: Raw -117623511.667185 + Penalty 114739.327988 = -117508772.339197
  nChanged 42
Iteration 125Q (5390.250000 sec): 35 clusters
  Score: Raw -117623553.364583 + Penalty 114739.327988 = -117508814.036595
  nChanged 46
Iteration 126Q (5400.200000 sec): 35 clusters
  Score: Raw -117623556.931999 + Penalty 114739.327988 = -117508817.604011
  nChanged 34
Iteration 127Q (5410.060000 sec): 35 clusters
  Score: Raw -117623557.643739 + Penalty 114739.327988 = -117508818.315751
  nChanged 28
Iteration 128Q (5419.960000 sec): 35 clusters
  Score: Raw -117623558.643016 + Penalty 114739.327988 = -117508819.315027
  nChanged 26
Iteration 129Q (5429.910000 sec): 35 clusters
  Score: Raw -117623560.151686 + Penalty 114739.327988 = -117508820.823698
  nChanged 21
Iteration 130Q (5439.870000 sec): 35 clusters
  Score: Raw -117623560.842062 + Penalty 114739.327988 = -117508821.514073
  nChanged 32
Iteration 131Q (5449.820000 sec): 35 clusters
  Score: Raw -117623561.565397 + Penalty 114739.327988 = -117508822.237409
  nChanged 31
Iteration 132Q (5459.770000 sec): 35 clusters
  Score: Raw -117623562.211301 + Penalty 114739.327988 = -117508822.883313
  nChanged 35
Iteration 133Q (5469.730000 sec): 35 clusters
  Score: Raw -117623563.058173 + Penalty 114739.327988 = -117508823.730185
  nChanged 29
Iteration 134Q (5479.770000 sec): 35 clusters
  Score: Raw -117623563.764008 + Penalty 114739.327988 = -117508824.436020
  nChanged 27
Iteration 135Q (5489.770000 sec): 35 clusters
  Score: Raw -117623564.382839 + Penalty 114739.327988 = -117508825.054850
  nChanged 31
Iteration 136Q (5499.720000 sec): 35 clusters
  Score: Raw -117623565.191451 + Penalty 114739.327988 = -117508825.863463
  nChanged 36
Iteration 137Q (5509.660000 sec): 35 clusters
  Score: Raw -117623566.061318 + Penalty 114739.327988 = -117508826.733330
  nChanged 24
Iteration 138Q (5519.590000 sec): 35 clusters
  Score: Raw -117623566.608845 + Penalty 114739.327988 = -117508827.280857
  nChanged 20
Writing temp clu file 
Because OldScore, -117508826.733330, is greater than current (better) Score,-117508827.280857 
 Compute initial score before splitting:   Score: Raw -117623566.608845 + Penalty 114739.327988 = -117508827.280857
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5519.750000 sec): 2 clusters
  Score: Raw -1045983.677138 + Penalty 2200.342051 = -1043783.335087
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5519.790000 sec): 3 clusters
  Score: Raw -1042337.449800 + Penalty 4400.684102 = -1037936.765699
  nChanged 2805
		SP:Iteration 1F (5519.820000 sec): 3 clusters
  Score: Raw -1043852.828936 + Penalty 4400.684102 = -1039452.144834
  nChanged 474
		SP:Iteration 2F (5519.840000 sec): 3 clusters
  Score: Raw -1044094.424039 + Penalty 4400.684102 = -1039693.739937
  nChanged 315
		SP:Iteration 3Q (5519.870000 sec): 3 clusters
  Score: Raw -1044240.705574 + Penalty 4400.684102 = -1039840.021473
  nChanged 235
		SP:Iteration 4Q (5519.890000 sec): 3 clusters
  Score: Raw -1044351.975263 + Penalty 4400.684102 = -1039951.291161
  nChanged 215
		SP:Iteration 5Q (5519.920000 sec): 3 clusters
  Score: Raw -1044439.528939 + Penalty 4400.684102 = -1040038.844837
  nChanged 195
		SP:Iteration 6Q (5519.950000 sec): 3 clusters
  Score: Raw -1044519.248032 + Penalty 4400.684102 = -1040118.563930
  nChanged 167
		SP:Iteration 7Q (5519.970000 sec): 3 clusters
  Score: Raw -1044588.979056 + Penalty 4400.684102 = -1040188.294955
  nChanged 158
		SP:Iteration 8Q (5520.000000 sec): 3 clusters
  Score: Raw -1044658.422329 + Penalty 4400.684102 = -1040257.738228
  nChanged 154
		SP:Iteration 9Q (5520.020000 sec): 3 clusters
  Score: Raw -1044725.011727 + Penalty 4400.684102 = -1040324.327625
  nChanged 162
		SP:Iteration 10Q (5520.050000 sec): 3 clusters
  Score: Raw -1044802.816131 + Penalty 4400.684102 = -1040402.132030
  nChanged 182
		SP:Iteration 11Q (5520.070000 sec): 3 clusters
  Score: Raw -1044891.847679 + Penalty 4400.684102 = -1040491.163577
  nChanged 173
		SP:Iteration 12Q (5520.100000 sec): 3 clusters
  Score: Raw -1044976.027665 + Penalty 4400.684102 = -1040575.343563
  nChanged 163
		SP:Iteration 13Q (5520.130000 sec): 3 clusters
  Score: Raw -1045068.430341 + Penalty 4400.684102 = -1040667.746240
  nChanged 172
		SP:Iteration 14Q (5520.150000 sec): 3 clusters
  Score: Raw -1045173.061487 + Penalty 4400.684102 = -1040772.377385
  nChanged 170
		SP:Iteration 15Q (5520.170000 sec): 3 clusters
  Score: Raw -1045274.582365 + Penalty 4400.684102 = -1040873.898263
  nChanged 178
		SP:Iteration 16Q (5520.200000 sec): 3 clusters
  Score: Raw -1045398.336720 + Penalty 4400.684102 = -1040997.652619
  nChanged 178
		SP:Iteration 17Q (5520.220000 sec): 3 clusters
  Score: Raw -1045519.824044 + Penalty 4400.684102 = -1041119.139943
  nChanged 172
		SP:Iteration 18Q (5520.250000 sec): 3 clusters
  Score: Raw -1045638.384595 + Penalty 4400.684102 = -1041237.700493
  nChanged 164
		SP:Iteration 19Q (5520.270000 sec): 3 clusters
  Score: Raw -1045751.271009 + Penalty 4400.684102 = -1041350.586908
  nChanged 142
		SP:Iteration 20F (5520.300000 sec): 3 clusters
  Score: Raw -1045846.641048 + Penalty 4400.684102 = -1041445.956947
  nChanged 113
		SP:Iteration 21Q (5520.320000 sec): 3 clusters
  Score: Raw -1045923.822033 + Penalty 4400.684102 = -1041523.137932
  nChanged 110
		SP:Iteration 22Q (5520.340000 sec): 3 clusters
  Score: Raw -1046002.104151 + Penalty 4400.684102 = -1041601.420049
  nChanged 93
		SP:Iteration 23Q (5520.370000 sec): 3 clusters
  Score: Raw -1046075.275644 + Penalty 4400.684102 = -1041674.591542
  nChanged 80
		SP:Iteration 24Q (5520.390000 sec): 3 clusters
  Score: Raw -1046128.326702 + Penalty 4400.684102 = -1041727.642600
  nChanged 55
		SP:Iteration 25Q (5520.410000 sec): 3 clusters
  Score: Raw -1046171.707720 + Penalty 4400.684102 = -1041771.023618
  nChanged 46
		SP:Iteration 26Q (5520.430000 sec): 3 clusters
  Score: Raw -1046208.746014 + Penalty 4400.684102 = -1041808.061913
  nChanged 42
		SP:Iteration 27Q (5520.450000 sec): 3 clusters
  Score: Raw -1046242.427476 + Penalty 4400.684102 = -1041841.743375
  nChanged 38
		SP:Iteration 28Q (5520.470000 sec): 3 clusters
  Score: Raw -1046270.485639 + Penalty 4400.684102 = -1041869.801537
  nChanged 19
		SP:Iteration 29Q (5520.490000 sec): 3 clusters
  Score: Raw -1046284.321613 + Penalty 4400.684102 = -1041883.637512
  nChanged 12
		SP:Iteration 30Q (5520.510000 sec): 3 clusters
  Score: Raw -1046292.376540 + Penalty 4400.684102 = -1041891.692439
  nChanged 11
		SP:Iteration 31Q (5520.530000 sec): 3 clusters
  Score: Raw -1046300.008912 + Penalty 4400.684102 = -1041899.324810
  nChanged 9
		SP:Iteration 32Q (5520.550000 sec): 3 clusters
  Score: Raw -1046310.219163 + Penalty 4400.684102 = -1041909.535061
  nChanged 12
		SP:Iteration 33Q (5520.570000 sec): 3 clusters
  Score: Raw -1046319.455276 + Penalty 4400.684102 = -1041918.771175
  nChanged 13
		SP:Iteration 34Q (5520.590000 sec): 3 clusters
  Score: Raw -1046328.862623 + Penalty 4400.684102 = -1041928.178522
  nChanged 7
		SP:Iteration 35Q (5520.610000 sec): 3 clusters
  Score: Raw -1046333.012770 + Penalty 4400.684102 = -1041932.328668
  nChanged 3
		SP:Iteration 36Q (5520.630000 sec): 3 clusters
  Score: Raw -1046335.356379 + Penalty 4400.684102 = -1041934.672277
  nChanged 3
		SP:Iteration 37Q (5520.650000 sec): 3 clusters
  Score: Raw -1046338.913265 + Penalty 4400.684102 = -1041938.229163
  nChanged 3
		SP:Iteration 38Q (5520.670000 sec): 3 clusters
  Score: Raw -1046342.050433 + Penalty 4400.684102 = -1041941.366332
  nChanged 2
		SP:Iteration 39Q (5520.690000 sec): 3 clusters
  Score: Raw -1046343.283474 + Penalty 4400.684102 = -1041942.599372
  nChanged 4
		SP:Iteration 40F (5520.720000 sec): 3 clusters
  Score: Raw -1046346.484797 + Penalty 4400.684102 = -1041945.800695
  nChanged 7
		SP:Iteration 41Q (5520.740000 sec): 3 clusters
  Score: Raw -1046353.108981 + Penalty 4400.684102 = -1041952.424879
  nChanged 7
		SP:Iteration 42Q (5520.760000 sec): 3 clusters
  Score: Raw -1046357.834109 + Penalty 4400.684102 = -1041957.150007
  nChanged 3
		SP:Iteration 43Q (5520.780000 sec): 3 clusters
  Score: Raw -1046359.049471 + Penalty 4400.684102 = -1041958.365370
  nChanged 4
		SP:Iteration 44Q (5520.800000 sec): 3 clusters
  Score: Raw -1046361.340824 + Penalty 4400.684102 = -1041960.656722
  nChanged 2
		SP:Iteration 45Q (5520.820000 sec): 3 clusters
  Score: Raw -1046362.617032 + Penalty 4400.684102 = -1041961.932931
  nChanged 2
		SP:Iteration 46Q (5520.850000 sec): 3 clusters
  Score: Raw -1046363.541881 + Penalty 4400.684102 = -1041962.857779
  nChanged 1
		SP:Iteration 47Q (5520.870000 sec): 3 clusters
  Score: Raw -1046363.951103 + Penalty 4400.684102 = -1041963.267001
  nChanged 2
		SP:Iteration 48Q (5520.890000 sec): 3 clusters
  Score: Raw -1046365.460694 + Penalty 4400.684102 = -1041964.776592
  nChanged 3
		SP:Iteration 49Q (5520.910000 sec): 3 clusters
  Score: Raw -1046367.826639 + Penalty 4400.684102 = -1041967.142538
  nChanged 1
		SP:Iteration 50Q (5520.930000 sec): 3 clusters
  Score: Raw -1046368.407776 + Penalty 4400.684102 = -1041967.723674
  nChanged 1
		SP:Iteration 51Q (5520.950000 sec): 3 clusters
  Score: Raw -1046368.873345 + Penalty 4400.684102 = -1041968.189243
  nChanged 1
		SP:Iteration 52Q (5520.970000 sec): 3 clusters
  Score: Raw -1046370.059607 + Penalty 4400.684102 = -1041969.375505
  nChanged 1
		SP:Iteration 53Q (5520.990000 sec): 3 clusters
  Score: Raw -1046370.669111 + Penalty 4400.684102 = -1041969.985010
  nChanged 1
		SP:Iteration 54Q (5521.010000 sec): 3 clusters
  Score: Raw -1046371.155305 + Penalty 4400.684102 = -1041970.471203
  nChanged 1
		SP:Iteration 55Q (5521.030000 sec): 3 clusters
  Score: Raw -1046372.511459 + Penalty 4400.684102 = -1041971.827358
  nChanged 3
		SP:Iteration 56Q (5521.050000 sec): 3 clusters
  Score: Raw -1046374.349523 + Penalty 4400.684102 = -1041973.665422
  nChanged 1
		SP:Iteration 57Q (5521.070000 sec): 3 clusters
  Score: Raw -1046375.736976 + Penalty 4400.684102 = -1041975.052875
  nChanged 1
		SP:Iteration 58Q (5521.090000 sec): 3 clusters
  Score: Raw -1046376.311223 + Penalty 4400.684102 = -1041975.627121
  nChanged 0
		SP:Iteration 59F (5521.110000 sec): 3 clusters
  Score: Raw -1046376.311223 + Penalty 4400.684102 = -1041975.627121
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5521.140000 sec): 2 clusters
  Score: Raw -1056398.542345 + Penalty 2206.523484 = -1054192.018860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5521.170000 sec): 3 clusters
  Score: Raw -1052585.349126 + Penalty 4413.046968 = -1048172.302158
  nChanged 2933
		SP:Iteration 1F (5521.190000 sec): 3 clusters
  Score: Raw -1054216.327450 + Penalty 4413.046968 = -1049803.280482
  nChanged 512
		SP:Iteration 2F (5521.220000 sec): 3 clusters
  Score: Raw -1054502.682011 + Penalty 4413.046968 = -1050089.635043
  nChanged 407
		SP:Iteration 3F (5521.250000 sec): 3 clusters
  Score: Raw -1054737.720025 + Penalty 4413.046968 = -1050324.673057
  nChanged 382
		SP:Iteration 4F (5521.270000 sec): 3 clusters
  Score: Raw -1054970.500324 + Penalty 4413.046968 = -1050557.453356
  nChanged 309
		SP:Iteration 5Q (5521.300000 sec): 3 clusters
  Score: Raw -1055172.804455 + Penalty 4413.046968 = -1050759.757487
  nChanged 307
		SP:Iteration 6Q (5521.330000 sec): 3 clusters
  Score: Raw -1055356.183172 + Penalty 4413.046968 = -1050943.136204
  nChanged 266
		SP:Iteration 7Q (5521.350000 sec): 3 clusters
  Score: Raw -1055514.212067 + Penalty 4413.046968 = -1051101.165099
  nChanged 231
		SP:Iteration 8Q (5521.380000 sec): 3 clusters
  Score: Raw -1055644.536061 + Penalty 4413.046968 = -1051231.489093
  nChanged 220
		SP:Iteration 9Q (5521.410000 sec): 3 clusters
  Score: Raw -1055776.672912 + Penalty 4413.046968 = -1051363.625944
  nChanged 232
		SP:Iteration 10Q (5521.430000 sec): 3 clusters
  Score: Raw -1055929.441043 + Penalty 4413.046968 = -1051516.394075
  nChanged 216
		SP:Iteration 11Q (5521.460000 sec): 3 clusters
  Score: Raw -1056067.380053 + Penalty 4413.046968 = -1051654.333085
  nChanged 212
		SP:Iteration 12Q (5521.490000 sec): 3 clusters
  Score: Raw -1056202.060389 + Penalty 4413.046968 = -1051789.013421
  nChanged 169
		SP:Iteration 13Q (5521.510000 sec): 3 clusters
  Score: Raw -1056305.421068 + Penalty 4413.046968 = -1051892.374099
  nChanged 149
		SP:Iteration 14Q (5521.540000 sec): 3 clusters
  Score: Raw -1056395.841619 + Penalty 4413.046968 = -1051982.794651
  nChanged 123
		SP:Iteration 15Q (5521.560000 sec): 3 clusters
  Score: Raw -1056474.661512 + Penalty 4413.046968 = -1052061.614543
  nChanged 113
		SP:Iteration 16Q (5521.590000 sec): 3 clusters
  Score: Raw -1056532.029515 + Penalty 4413.046968 = -1052118.982547
  nChanged 86
		SP:Iteration 17Q (5521.610000 sec): 3 clusters
  Score: Raw -1056576.723115 + Penalty 4413.046968 = -1052163.676147
  nChanged 86
		SP:Iteration 18Q (5521.640000 sec): 3 clusters
  Score: Raw -1056632.324072 + Penalty 4413.046968 = -1052219.277104
  nChanged 57
		SP:Iteration 19Q (5521.660000 sec): 3 clusters
  Score: Raw -1056662.354407 + Penalty 4413.046968 = -1052249.307439
  nChanged 42
		SP:Iteration 20F (5521.690000 sec): 3 clusters
  Score: Raw -1056680.553671 + Penalty 4413.046968 = -1052267.506702
  nChanged 34
		SP:Iteration 21Q (5521.710000 sec): 3 clusters
  Score: Raw -1056695.150702 + Penalty 4413.046968 = -1052282.103734
  nChanged 27
		SP:Iteration 22Q (5521.730000 sec): 3 clusters
  Score: Raw -1056704.257044 + Penalty 4413.046968 = -1052291.210076
  nChanged 24
		SP:Iteration 23Q (5521.760000 sec): 3 clusters
  Score: Raw -1056712.772819 + Penalty 4413.046968 = -1052299.725851
  nChanged 27
		SP:Iteration 24Q (5521.780000 sec): 3 clusters
  Score: Raw -1056719.729151 + Penalty 4413.046968 = -1052306.682183
  nChanged 13
		SP:Iteration 25Q (5521.810000 sec): 3 clusters
  Score: Raw -1056722.787338 + Penalty 4413.046968 = -1052309.740370
  nChanged 17
		SP:Iteration 26Q (5521.830000 sec): 3 clusters
  Score: Raw -1056726.591472 + Penalty 4413.046968 = -1052313.544503
  nChanged 11
		SP:Iteration 27Q (5521.860000 sec): 3 clusters
  Score: Raw -1056728.714195 + Penalty 4413.046968 = -1052315.667227
  nChanged 7
		SP:Iteration 28Q (5521.880000 sec): 3 clusters
  Score: Raw -1056730.198762 + Penalty 4413.046968 = -1052317.151794
  nChanged 6
		SP:Iteration 29Q (5521.900000 sec): 3 clusters
  Score: Raw -1056732.112267 + Penalty 4413.046968 = -1052319.065299
  nChanged 7
		SP:Iteration 30Q (5521.930000 sec): 3 clusters
  Score: Raw -1056733.743848 + Penalty 4413.046968 = -1052320.696879
  nChanged 5
		SP:Iteration 31Q (5521.950000 sec): 3 clusters
  Score: Raw -1056735.104325 + Penalty 4413.046968 = -1052322.057357
  nChanged 6
		SP:Iteration 32Q (5521.970000 sec): 3 clusters
  Score: Raw -1056736.374714 + Penalty 4413.046968 = -1052323.327746
  nChanged 5
		SP:Iteration 33Q (5522.000000 sec): 3 clusters
  Score: Raw -1056737.816299 + Penalty 4413.046968 = -1052324.769330
  nChanged 3
		SP:Iteration 34Q (5522.020000 sec): 3 clusters
  Score: Raw -1056738.600985 + Penalty 4413.046968 = -1052325.554017
  nChanged 6
		SP:Iteration 35Q (5522.050000 sec): 3 clusters
  Score: Raw -1056739.555627 + Penalty 4413.046968 = -1052326.508659
  nChanged 1
		SP:Iteration 36Q (5522.070000 sec): 3 clusters
  Score: Raw -1056739.722327 + Penalty 4413.046968 = -1052326.675359
  nChanged 1
		SP:Iteration 37Q (5522.090000 sec): 3 clusters
  Score: Raw -1056740.041018 + Penalty 4413.046968 = -1052326.994050
  nChanged 1
		SP:Iteration 38Q (5522.120000 sec): 3 clusters
  Score: Raw -1056740.168108 + Penalty 4413.046968 = -1052327.121140
  nChanged 1
		SP:Iteration 39Q (5522.140000 sec): 3 clusters
  Score: Raw -1056740.544535 + Penalty 4413.046968 = -1052327.497567
  nChanged 1
		SP:Iteration 40F (5522.170000 sec): 3 clusters
  Score: Raw -1056740.731983 + Penalty 4413.046968 = -1052327.685015
  nChanged 2
		SP:Iteration 41Q (5522.190000 sec): 3 clusters
  Score: Raw -1056741.021712 + Penalty 4413.046968 = -1052327.974744
  nChanged 0
		SP:Iteration 42F (5522.220000 sec): 3 clusters
  Score: Raw -1056741.021712 + Penalty 4413.046968 = -1052327.974744
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5522.310000 sec): 2 clusters
  Score: Raw -4004703.146646 + Penalty 2531.462575 = -4002171.684070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5522.410000 sec): 3 clusters
  Score: Raw -3988489.606163 + Penalty 5062.925151 = -3983426.681012
  nChanged 12197
		SP:Iteration 1F (5522.510000 sec): 3 clusters
  Score: Raw -3994928.496415 + Penalty 5062.925151 = -3989865.571264
  nChanged 1280
		SP:Iteration 2Q (5522.610000 sec): 3 clusters
  Score: Raw -3995328.056458 + Penalty 5062.925151 = -3990265.131307
  nChanged 1111
		SP:Iteration 3Q (5522.710000 sec): 3 clusters
  Score: Raw -3995653.470079 + Penalty 5062.925151 = -3990590.544929
  nChanged 968
		SP:Iteration 4Q (5522.810000 sec): 3 clusters
  Score: Raw -3995942.567300 + Penalty 5062.925151 = -3990879.642149
  nChanged 963
		SP:Iteration 5Q (5522.920000 sec): 3 clusters
  Score: Raw -3996245.846728 + Penalty 5062.925151 = -3991182.921578
  nChanged 972
		SP:Iteration 6Q (5523.020000 sec): 3 clusters
  Score: Raw -3996610.678120 + Penalty 5062.925151 = -3991547.752969
  nChanged 1160
		SP:Iteration 7Q (5523.120000 sec): 3 clusters
  Score: Raw -3997144.982272 + Penalty 5062.925151 = -3992082.057121
  nChanged 1352
		SP:Iteration 8Q (5523.220000 sec): 3 clusters
  Score: Raw -3997850.739264 + Penalty 5062.925151 = -3992787.814113
  nChanged 1524
		SP:Iteration 9F (5523.320000 sec): 3 clusters
  Score: Raw -3998782.572053 + Penalty 5062.925151 = -3993719.646902
  nChanged 1600
		SP:Iteration 10F (5523.420000 sec): 3 clusters
  Score: Raw -3999909.338915 + Penalty 5062.925151 = -3994846.413764
  nChanged 1633
		SP:Iteration 11F (5523.520000 sec): 3 clusters
  Score: Raw -4001155.178397 + Penalty 5062.925151 = -3996092.253246
  nChanged 1369
		SP:Iteration 12F (5523.620000 sec): 3 clusters
  Score: Raw -4002272.026308 + Penalty 5062.925151 = -3997209.101158
  nChanged 1053
		SP:Iteration 13Q (5523.720000 sec): 3 clusters
  Score: Raw -4003117.718666 + Penalty 5062.925151 = -3998054.793515
  nChanged 754
		SP:Iteration 14Q (5523.810000 sec): 3 clusters
  Score: Raw -4003680.425365 + Penalty 5062.925151 = -3998617.500215
  nChanged 536
		SP:Iteration 15Q (5523.900000 sec): 3 clusters
  Score: Raw -4004022.552368 + Penalty 5062.925151 = -3998959.627217
  nChanged 367
		SP:Iteration 16Q (5523.990000 sec): 3 clusters
  Score: Raw -4004223.197454 + Penalty 5062.925151 = -3999160.272303
  nChanged 296
		SP:Iteration 17Q (5524.070000 sec): 3 clusters
  Score: Raw -4004380.169816 + Penalty 5062.925151 = -3999317.244665
  nChanged 254
		SP:Iteration 18Q (5524.150000 sec): 3 clusters
  Score: Raw -4004506.802948 + Penalty 5062.925151 = -3999443.877797
  nChanged 212
		SP:Iteration 19Q (5524.230000 sec): 3 clusters
  Score: Raw -4004606.955531 + Penalty 5062.925151 = -3999544.030380
  nChanged 182
		SP:Iteration 20F (5524.330000 sec): 3 clusters
  Score: Raw -4004689.189101 + Penalty 5062.925151 = -3999626.263950
  nChanged 150
		SP:Iteration 21Q (5524.410000 sec): 3 clusters
  Score: Raw -4004755.854028 + Penalty 5062.925151 = -3999692.928877
  nChanged 137
		SP:Iteration 22Q (5524.480000 sec): 3 clusters
  Score: Raw -4004813.217979 + Penalty 5062.925151 = -3999750.292828
  nChanged 117
		SP:Iteration 23Q (5524.560000 sec): 3 clusters
  Score: Raw -4004857.114243 + Penalty 5062.925151 = -3999794.189092
  nChanged 88
		SP:Iteration 24Q (5524.630000 sec): 3 clusters
  Score: Raw -4004887.310603 + Penalty 5062.925151 = -3999824.385452
  nChanged 61
		SP:Iteration 25Q (5524.710000 sec): 3 clusters
  Score: Raw -4004904.899653 + Penalty 5062.925151 = -3999841.974503
  nChanged 52
		SP:Iteration 26Q (5524.790000 sec): 3 clusters
  Score: Raw -4004920.876550 + Penalty 5062.925151 = -3999857.951399
  nChanged 45
		SP:Iteration 27Q (5524.860000 sec): 3 clusters
  Score: Raw -4004932.454268 + Penalty 5062.925151 = -3999869.529117
  nChanged 43
		SP:Iteration 28Q (5524.940000 sec): 3 clusters
  Score: Raw -4004945.134480 + Penalty 5062.925151 = -3999882.209329
  nChanged 33
		SP:Iteration 29Q (5525.010000 sec): 3 clusters
  Score: Raw -4004952.820424 + Penalty 5062.925151 = -3999889.895274
  nChanged 25
		SP:Iteration 30Q (5525.090000 sec): 3 clusters
  Score: Raw -4004960.705528 + Penalty 5062.925151 = -3999897.780377
  nChanged 24
		SP:Iteration 31Q (5525.160000 sec): 3 clusters
  Score: Raw -4004968.566365 + Penalty 5062.925151 = -3999905.641214
  nChanged 22
		SP:Iteration 32Q (5525.230000 sec): 3 clusters
  Score: Raw -4004976.574944 + Penalty 5062.925151 = -3999913.649794
  nChanged 18
		SP:Iteration 33Q (5525.310000 sec): 3 clusters
  Score: Raw -4004980.986506 + Penalty 5062.925151 = -3999918.061355
  nChanged 17
		SP:Iteration 34Q (5525.380000 sec): 3 clusters
  Score: Raw -4004985.801998 + Penalty 5062.925151 = -3999922.876847
  nChanged 21
		SP:Iteration 35Q (5525.450000 sec): 3 clusters
  Score: Raw -4004992.973275 + Penalty 5062.925151 = -3999930.048125
  nChanged 24
		SP:Iteration 36Q (5525.540000 sec): 3 clusters
  Score: Raw -4005000.630822 + Penalty 5062.925151 = -3999937.705672
  nChanged 20
		SP:Iteration 37Q (5525.610000 sec): 3 clusters
  Score: Raw -4005005.894691 + Penalty 5062.925151 = -3999942.969540
  nChanged 15
		SP:Iteration 38Q (5525.680000 sec): 3 clusters
  Score: Raw -4005010.213432 + Penalty 5062.925151 = -3999947.288281
  nChanged 21
		SP:Iteration 39Q (5525.760000 sec): 3 clusters
  Score: Raw -4005016.370939 + Penalty 5062.925151 = -3999953.445788
  nChanged 17
		SP:Iteration 40F (5525.860000 sec): 3 clusters
  Score: Raw -4005021.380640 + Penalty 5062.925151 = -3999958.455489
  nChanged 22
		SP:Iteration 41Q (5525.930000 sec): 3 clusters
  Score: Raw -4005029.371406 + Penalty 5062.925151 = -3999966.446255
  nChanged 28
		SP:Iteration 42Q (5526.010000 sec): 3 clusters
  Score: Raw -4005037.664093 + Penalty 5062.925151 = -3999974.738942
  nChanged 18
		SP:Iteration 43Q (5526.080000 sec): 3 clusters
  Score: Raw -4005041.875077 + Penalty 5062.925151 = -3999978.949926
  nChanged 13
		SP:Iteration 44Q (5526.150000 sec): 3 clusters
  Score: Raw -4005044.908125 + Penalty 5062.925151 = -3999981.982974
  nChanged 10
		SP:Iteration 45Q (5526.220000 sec): 3 clusters
  Score: Raw -4005048.063866 + Penalty 5062.925151 = -3999985.138716
  nChanged 9
		SP:Iteration 46Q (5526.300000 sec): 3 clusters
  Score: Raw -4005050.417558 + Penalty 5062.925151 = -3999987.492407
  nChanged 8
		SP:Iteration 47Q (5526.370000 sec): 3 clusters
  Score: Raw -4005052.129975 + Penalty 5062.925151 = -3999989.204824
  nChanged 8
		SP:Iteration 48Q (5526.440000 sec): 3 clusters
  Score: Raw -4005054.625824 + Penalty 5062.925151 = -3999991.700673
  nChanged 9
		SP:Iteration 49Q (5526.510000 sec): 3 clusters
  Score: Raw -4005056.311360 + Penalty 5062.925151 = -3999993.386210
  nChanged 9
		SP:Iteration 50Q (5526.580000 sec): 3 clusters
  Score: Raw -4005058.442813 + Penalty 5062.925151 = -3999995.517663
  nChanged 13
		SP:Iteration 51Q (5526.660000 sec): 3 clusters
  Score: Raw -4005062.504509 + Penalty 5062.925151 = -3999999.579358
  nChanged 10
		SP:Iteration 52Q (5526.730000 sec): 3 clusters
  Score: Raw -4005064.620533 + Penalty 5062.925151 = -4000001.695382
  nChanged 7
		SP:Iteration 53Q (5526.800000 sec): 3 clusters
  Score: Raw -4005066.272363 + Penalty 5062.925151 = -4000003.347212
  nChanged 5
		SP:Iteration 54Q (5526.880000 sec): 3 clusters
  Score: Raw -4005067.035353 + Penalty 5062.925151 = -4000004.110202
  nChanged 5
		SP:Iteration 55Q (5526.950000 sec): 3 clusters
  Score: Raw -4005067.827433 + Penalty 5062.925151 = -4000004.902282
  nChanged 3
		SP:Iteration 56Q (5527.020000 sec): 3 clusters
  Score: Raw -4005068.181817 + Penalty 5062.925151 = -4000005.256667
  nChanged 1
		SP:Iteration 57Q (5527.100000 sec): 3 clusters
  Score: Raw -4005068.530665 + Penalty 5062.925151 = -4000005.605514
  nChanged 1
		SP:Iteration 58Q (5527.170000 sec): 3 clusters
  Score: Raw -4005068.986040 + Penalty 5062.925151 = -4000006.060889
  nChanged 2
		SP:Iteration 59Q (5527.240000 sec): 3 clusters
  Score: Raw -4005069.674139 + Penalty 5062.925151 = -4000006.748988
  nChanged 1
		SP:Iteration 60F (5527.340000 sec): 3 clusters
  Score: Raw -4005069.943725 + Penalty 5062.925151 = -4000007.018574
  nChanged 1
		SP:Iteration 61Q (5527.410000 sec): 3 clusters
  Score: Raw -4005070.230402 + Penalty 5062.925151 = -4000007.305251
  nChanged 1
		SP:Iteration 62Q (5527.490000 sec): 3 clusters
  Score: Raw -4005070.388292 + Penalty 5062.925151 = -4000007.463141
  nChanged 1
		SP:Iteration 63Q (5527.560000 sec): 3 clusters
  Score: Raw -4005070.552470 + Penalty 5062.925151 = -4000007.627320
  nChanged 0
		SP:Iteration 64F (5527.660000 sec): 3 clusters
  Score: Raw -4005070.552470 + Penalty 5062.925151 = -4000007.627320
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (23972 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5527.730000 sec): 2 clusters
  Score: Raw -3323176.781255 + Penalty 2500.991157 = -3320675.790098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5527.820000 sec): 3 clusters
  Score: Raw -3309040.571811 + Penalty 5001.982314 = -3304038.589497
  nChanged 10679
		SP:Iteration 1F (5527.910000 sec): 3 clusters
  Score: Raw -3315078.332374 + Penalty 5001.982314 = -3310076.350061
  nChanged 1352
		SP:Iteration 2F (5528.000000 sec): 3 clusters
  Score: Raw -3315654.933013 + Penalty 5001.982314 = -3310652.950699
  nChanged 1232
		SP:Iteration 3F (5528.090000 sec): 3 clusters
  Score: Raw -3316170.386489 + Penalty 5001.982314 = -3311168.404176
  nChanged 1133
		SP:Iteration 4Q (5528.180000 sec): 3 clusters
  Score: Raw -3316673.918265 + Penalty 5001.982314 = -3311671.935951
  nChanged 1106
		SP:Iteration 5Q (5528.280000 sec): 3 clusters
  Score: Raw -3317230.944295 + Penalty 5001.982314 = -3312228.961982
  nChanged 1185
		SP:Iteration 6Q (5528.370000 sec): 3 clusters
  Score: Raw -3317931.817016 + Penalty 5001.982314 = -3312929.834703
  nChanged 1275
		SP:Iteration 7F (5528.450000 sec): 3 clusters
  Score: Raw -3318764.409107 + Penalty 5001.982314 = -3313762.426793
  nChanged 1264
		SP:Iteration 8F (5528.540000 sec): 3 clusters
  Score: Raw -3319655.265372 + Penalty 5001.982314 = -3314653.283059
  nChanged 1142
		SP:Iteration 9Q (5528.630000 sec): 3 clusters
  Score: Raw -3320470.144134 + Penalty 5001.982314 = -3315468.161820
  nChanged 1010
		SP:Iteration 10Q (5528.720000 sec): 3 clusters
  Score: Raw -3321206.081298 + Penalty 5001.982314 = -3316204.098984
  nChanged 849
		SP:Iteration 11Q (5528.800000 sec): 3 clusters
  Score: Raw -3321791.728760 + Penalty 5001.982314 = -3316789.746446
  nChanged 664
		SP:Iteration 12Q (5528.880000 sec): 3 clusters
  Score: Raw -3322223.878685 + Penalty 5001.982314 = -3317221.896371
  nChanged 542
		SP:Iteration 13Q (5528.960000 sec): 3 clusters
  Score: Raw -3322582.400807 + Penalty 5001.982314 = -3317580.418493
  nChanged 427
		SP:Iteration 14Q (5529.040000 sec): 3 clusters
  Score: Raw -3322863.439685 + Penalty 5001.982314 = -3317861.457371
  nChanged 352
		SP:Iteration 15Q (5529.110000 sec): 3 clusters
  Score: Raw -3323071.285841 + Penalty 5001.982314 = -3318069.303527
  nChanged 262
		SP:Iteration 16Q (5529.180000 sec): 3 clusters
  Score: Raw -3323211.659987 + Penalty 5001.982314 = -3318209.677673
  nChanged 213
		SP:Iteration 17Q (5529.250000 sec): 3 clusters
  Score: Raw -3323321.299229 + Penalty 5001.982314 = -3318319.316916
  nChanged 161
		SP:Iteration 18Q (5529.320000 sec): 3 clusters
  Score: Raw -3323385.115860 + Penalty 5001.982314 = -3318383.133547
  nChanged 113
		SP:Iteration 19Q (5529.390000 sec): 3 clusters
  Score: Raw -3323427.720873 + Penalty 5001.982314 = -3318425.738560
  nChanged 98
		SP:Iteration 20F (5529.480000 sec): 3 clusters
  Score: Raw -3323461.598256 + Penalty 5001.982314 = -3318459.615942
  nChanged 75
		SP:Iteration 21Q (5529.550000 sec): 3 clusters
  Score: Raw -3323483.559631 + Penalty 5001.982314 = -3318481.577317
  nChanged 61
		SP:Iteration 22Q (5529.610000 sec): 3 clusters
  Score: Raw -3323502.035718 + Penalty 5001.982314 = -3318500.053404
  nChanged 62
		SP:Iteration 23Q (5529.680000 sec): 3 clusters
  Score: Raw -3323521.827243 + Penalty 5001.982314 = -3318519.844929
  nChanged 56
		SP:Iteration 24Q (5529.750000 sec): 3 clusters
  Score: Raw -3323537.084949 + Penalty 5001.982314 = -3318535.102635
  nChanged 42
		SP:Iteration 25Q (5529.810000 sec): 3 clusters
  Score: Raw -3323548.675140 + Penalty 5001.982314 = -3318546.692827
  nChanged 37
		SP:Iteration 26Q (5529.880000 sec): 3 clusters
  Score: Raw -3323558.566401 + Penalty 5001.982314 = -3318556.584087
  nChanged 35
		SP:Iteration 27Q (5529.950000 sec): 3 clusters
  Score: Raw -3323566.986851 + Penalty 5001.982314 = -3318565.004537
  nChanged 26
		SP:Iteration 28Q (5530.010000 sec): 3 clusters
  Score: Raw -3323574.647671 + Penalty 5001.982314 = -3318572.665357
  nChanged 35
		SP:Iteration 29Q (5530.080000 sec): 3 clusters
  Score: Raw -3323587.344292 + Penalty 5001.982314 = -3318585.361978
  nChanged 31
		SP:Iteration 30Q (5530.150000 sec): 3 clusters
  Score: Raw -3323594.529947 + Penalty 5001.982314 = -3318592.547634
  nChanged 23
		SP:Iteration 31Q (5530.210000 sec): 3 clusters
  Score: Raw -3323600.577153 + Penalty 5001.982314 = -3318598.594839
  nChanged 22
		SP:Iteration 32Q (5530.280000 sec): 3 clusters
  Score: Raw -3323605.445074 + Penalty 5001.982314 = -3318603.462760
  nChanged 18
		SP:Iteration 33Q (5530.350000 sec): 3 clusters
  Score: Raw -3323609.973121 + Penalty 5001.982314 = -3318607.990807
  nChanged 19
		SP:Iteration 34Q (5530.410000 sec): 3 clusters
  Score: Raw -3323614.675616 + Penalty 5001.982314 = -3318612.693302
  nChanged 25
		SP:Iteration 35Q (5530.480000 sec): 3 clusters
  Score: Raw -3323622.819141 + Penalty 5001.982314 = -3318620.836828
  nChanged 26
		SP:Iteration 36Q (5530.550000 sec): 3 clusters
  Score: Raw -3323631.000893 + Penalty 5001.982314 = -3318629.018579
  nChanged 29
		SP:Iteration 37Q (5530.610000 sec): 3 clusters
  Score: Raw -3323638.781352 + Penalty 5001.982314 = -3318636.799038
  nChanged 21
		SP:Iteration 38Q (5530.680000 sec): 3 clusters
  Score: Raw -3323644.188561 + Penalty 5001.982314 = -3318642.206247
  nChanged 20
		SP:Iteration 39Q (5530.750000 sec): 3 clusters
  Score: Raw -3323648.598432 + Penalty 5001.982314 = -3318646.616118
  nChanged 17
		SP:Iteration 40F (5530.840000 sec): 3 clusters
  Score: Raw -3323652.915101 + Penalty 5001.982314 = -3318650.932787
  nChanged 25
		SP:Iteration 41Q (5530.900000 sec): 3 clusters
  Score: Raw -3323660.918176 + Penalty 5001.982314 = -3318658.935862
  nChanged 23
		SP:Iteration 42Q (5530.970000 sec): 3 clusters
  Score: Raw -3323667.811631 + Penalty 5001.982314 = -3318665.829317
  nChanged 22
		SP:Iteration 43Q (5531.030000 sec): 3 clusters
  Score: Raw -3323673.063668 + Penalty 5001.982314 = -3318671.081354
  nChanged 20
		SP:Iteration 44Q (5531.100000 sec): 3 clusters
  Score: Raw -3323678.217728 + Penalty 5001.982314 = -3318676.235415
  nChanged 16
		SP:Iteration 45Q (5531.170000 sec): 3 clusters
  Score: Raw -3323682.244941 + Penalty 5001.982314 = -3318680.262627
  nChanged 17
		SP:Iteration 46Q (5531.230000 sec): 3 clusters
  Score: Raw -3323686.440561 + Penalty 5001.982314 = -3318684.458247
  nChanged 10
		SP:Iteration 47Q (5531.300000 sec): 3 clusters
  Score: Raw -3323689.004393 + Penalty 5001.982314 = -3318687.022079
  nChanged 16
		SP:Iteration 48Q (5531.370000 sec): 3 clusters
  Score: Raw -3323693.414434 + Penalty 5001.982314 = -3318691.432120
  nChanged 11
		SP:Iteration 49Q (5531.430000 sec): 3 clusters
  Score: Raw -3323696.353585 + Penalty 5001.982314 = -3318694.371271
  nChanged 11
		SP:Iteration 50Q (5531.500000 sec): 3 clusters
  Score: Raw -3323701.010644 + Penalty 5001.982314 = -3318699.028331
  nChanged 18
		SP:Iteration 51Q (5531.560000 sec): 3 clusters
  Score: Raw -3323705.241305 + Penalty 5001.982314 = -3318703.258991
  nChanged 14
		SP:Iteration 52Q (5531.630000 sec): 3 clusters
  Score: Raw -3323709.615086 + Penalty 5001.982314 = -3318707.632773
  nChanged 12
		SP:Iteration 53Q (5531.690000 sec): 3 clusters
  Score: Raw -3323712.724053 + Penalty 5001.982314 = -3318710.741739
  nChanged 14
		SP:Iteration 54Q (5531.760000 sec): 3 clusters
  Score: Raw -3323717.029886 + Penalty 5001.982314 = -3318715.047573
  nChanged 22
		SP:Iteration 55Q (5531.830000 sec): 3 clusters
  Score: Raw -3323722.826204 + Penalty 5001.982314 = -3318720.843891
  nChanged 16
		SP:Iteration 56Q (5531.890000 sec): 3 clusters
  Score: Raw -3323727.769139 + Penalty 5001.982314 = -3318725.786825
  nChanged 13
		SP:Iteration 57Q (5531.950000 sec): 3 clusters
  Score: Raw -3323731.750721 + Penalty 5001.982314 = -3318729.768407
  nChanged 15
		SP:Iteration 58Q (5532.020000 sec): 3 clusters
  Score: Raw -3323735.825832 + Penalty 5001.982314 = -3318733.843518
  nChanged 18
		SP:Iteration 59Q (5532.090000 sec): 3 clusters
  Score: Raw -3323740.736148 + Penalty 5001.982314 = -3318738.753834
  nChanged 18
		SP:Iteration 60F (5532.170000 sec): 3 clusters
  Score: Raw -3323746.561394 + Penalty 5001.982314 = -3318744.579080
  nChanged 15
		SP:Iteration 61Q (5532.230000 sec): 3 clusters
  Score: Raw -3323750.974505 + Penalty 5001.982314 = -3318748.992191
  nChanged 8
		SP:Iteration 62Q (5532.300000 sec): 3 clusters
  Score: Raw -3323752.888300 + Penalty 5001.982314 = -3318750.905987
  nChanged 3
		SP:Iteration 63Q (5532.370000 sec): 3 clusters
  Score: Raw -3323753.531206 + Penalty 5001.982314 = -3318751.548893
  nChanged 3
		SP:Iteration 64Q (5532.430000 sec): 3 clusters
  Score: Raw -3323754.216512 + Penalty 5001.982314 = -3318752.234198
  nChanged 2
		SP:Iteration 65Q (5532.500000 sec): 3 clusters
  Score: Raw -3323755.052788 + Penalty 5001.982314 = -3318753.070474
  nChanged 3
		SP:Iteration 66Q (5532.560000 sec): 3 clusters
  Score: Raw -3323755.610148 + Penalty 5001.982314 = -3318753.627834
  nChanged 2
		SP:Iteration 67Q (5532.630000 sec): 3 clusters
  Score: Raw -3323755.932685 + Penalty 5001.982314 = -3318753.950371
  nChanged 2
		SP:Iteration 68Q (5532.690000 sec): 3 clusters
  Score: Raw -3323756.284257 + Penalty 5001.982314 = -3318754.301944
  nChanged 1
		SP:Iteration 69Q (5532.760000 sec): 3 clusters
  Score: Raw -3323756.421433 + Penalty 5001.982314 = -3318754.439119
  nChanged 0
		SP:Iteration 70F (5532.850000 sec): 3 clusters
  Score: Raw -3323756.421433 + Penalty 5001.982314 = -3318754.439119
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5532.870000 sec): 2 clusters
  Score: Raw -495297.937820 + Penalty 2019.664378 = -493278.273441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5532.880000 sec): 3 clusters
  Score: Raw -493775.329505 + Penalty 4039.328756 = -489736.000749
  nChanged 1240
		SP:Iteration 1F (5532.890000 sec): 3 clusters
  Score: Raw -494532.492518 + Penalty 4039.328756 = -490493.163762
  nChanged 257
		SP:Iteration 2F (5532.900000 sec): 3 clusters
  Score: Raw -494700.611072 + Penalty 4039.328756 = -490661.282315
  nChanged 167
		SP:Iteration 3Q (5532.910000 sec): 3 clusters
  Score: Raw -494821.997480 + Penalty 4039.328756 = -490782.668724
  nChanged 149
		SP:Iteration 4Q (5532.930000 sec): 3 clusters
  Score: Raw -494936.057761 + Penalty 4039.328756 = -490896.729004
  nChanged 140
		SP:Iteration 5Q (5532.940000 sec): 3 clusters
  Score: Raw -495058.608911 + Penalty 4039.328756 = -491019.280155
  nChanged 153
		SP:Iteration 6Q (5532.950000 sec): 3 clusters
  Score: Raw -495185.876984 + Penalty 4039.328756 = -491146.548227
  nChanged 131
		SP:Iteration 7Q (5532.960000 sec): 3 clusters
  Score: Raw -495291.173546 + Penalty 4039.328756 = -491251.844790
  nChanged 123
		SP:Iteration 8Q (5532.970000 sec): 3 clusters
  Score: Raw -495402.305430 + Penalty 4039.328756 = -491362.976674
  nChanged 113
		SP:Iteration 9Q (5532.990000 sec): 3 clusters
  Score: Raw -495502.151395 + Penalty 4039.328756 = -491462.822639
  nChanged 103
		SP:Iteration 10Q (5533.000000 sec): 3 clusters
  Score: Raw -495591.018531 + Penalty 4039.328756 = -491551.689774
  nChanged 111
		SP:Iteration 11Q (5533.010000 sec): 3 clusters
  Score: Raw -495687.519394 + Penalty 4039.328756 = -491648.190638
  nChanged 84
		SP:Iteration 12Q (5533.030000 sec): 3 clusters
  Score: Raw -495761.225488 + Penalty 4039.328756 = -491721.896732
  nChanged 87
		SP:Iteration 13Q (5533.040000 sec): 3 clusters
  Score: Raw -495842.182626 + Penalty 4039.328756 = -491802.853870
  nChanged 77
		SP:Iteration 14Q (5533.050000 sec): 3 clusters
  Score: Raw -495929.213171 + Penalty 4039.328756 = -491889.884414
  nChanged 88
		SP:Iteration 15Q (5533.060000 sec): 3 clusters
  Score: Raw -496034.219724 + Penalty 4039.328756 = -491994.890967
  nChanged 84
		SP:Iteration 16Q (5533.070000 sec): 3 clusters
  Score: Raw -496128.328558 + Penalty 4039.328756 = -492088.999801
  nChanged 78
		SP:Iteration 17Q (5533.090000 sec): 3 clusters
  Score: Raw -496224.760885 + Penalty 4039.328756 = -492185.432129
  nChanged 92
		SP:Iteration 18Q (5533.100000 sec): 3 clusters
  Score: Raw -496350.790426 + Penalty 4039.328756 = -492311.461670
  nChanged 89
		SP:Iteration 19Q (5533.110000 sec): 3 clusters
  Score: Raw -496469.965906 + Penalty 4039.328756 = -492430.637149
  nChanged 82
		SP:Iteration 20F (5533.120000 sec): 3 clusters
  Score: Raw -496574.370543 + Penalty 4039.328756 = -492535.041787
  nChanged 84
		SP:Iteration 21Q (5533.130000 sec): 3 clusters
  Score: Raw -496672.282227 + Penalty 4039.328756 = -492632.953470
  nChanged 76
		SP:Iteration 22Q (5533.140000 sec): 3 clusters
  Score: Raw -496753.439940 + Penalty 4039.328756 = -492714.111184
  nChanged 63
		SP:Iteration 23Q (5533.150000 sec): 3 clusters
  Score: Raw -496795.925438 + Penalty 4039.328756 = -492756.596682
  nChanged 45
		SP:Iteration 24Q (5533.160000 sec): 3 clusters
  Score: Raw -496825.066625 + Penalty 4039.328756 = -492785.737869
  nChanged 40
		SP:Iteration 25Q (5533.170000 sec): 3 clusters
  Score: Raw -496854.881363 + Penalty 4039.328756 = -492815.552606
  nChanged 40
		SP:Iteration 26Q (5533.180000 sec): 3 clusters
  Score: Raw -496884.168200 + Penalty 4039.328756 = -492844.839444
  nChanged 41
		SP:Iteration 27Q (5533.190000 sec): 3 clusters
  Score: Raw -496910.512343 + Penalty 4039.328756 = -492871.183586
  nChanged 33
		SP:Iteration 28Q (5533.200000 sec): 3 clusters
  Score: Raw -496933.574146 + Penalty 4039.328756 = -492894.245390
  nChanged 36
		SP:Iteration 29Q (5533.210000 sec): 3 clusters
  Score: Raw -496956.744108 + Penalty 4039.328756 = -492917.415352
  nChanged 29
		SP:Iteration 30Q (5533.230000 sec): 3 clusters
  Score: Raw -496974.537998 + Penalty 4039.328756 = -492935.209241
  nChanged 24
		SP:Iteration 31Q (5533.230000 sec): 3 clusters
  Score: Raw -496988.859893 + Penalty 4039.328756 = -492949.531137
  nChanged 20
		SP:Iteration 32Q (5533.250000 sec): 3 clusters
  Score: Raw -496999.094751 + Penalty 4039.328756 = -492959.765995
  nChanged 12
		SP:Iteration 33Q (5533.250000 sec): 3 clusters
  Score: Raw -497002.764086 + Penalty 4039.328756 = -492963.435330
  nChanged 7
		SP:Iteration 34Q (5533.270000 sec): 3 clusters
  Score: Raw -497004.754678 + Penalty 4039.328756 = -492965.425922
  nChanged 3
		SP:Iteration 35Q (5533.270000 sec): 3 clusters
  Score: Raw -497005.721788 + Penalty 4039.328756 = -492966.393032
  nChanged 3
		SP:Iteration 36Q (5533.290000 sec): 3 clusters
  Score: Raw -497006.736873 + Penalty 4039.328756 = -492967.408117
  nChanged 2
		SP:Iteration 37Q (5533.290000 sec): 3 clusters
  Score: Raw -497007.249744 + Penalty 4039.328756 = -492967.920988
  nChanged 1
		SP:Iteration 38Q (5533.310000 sec): 3 clusters
  Score: Raw -497007.433455 + Penalty 4039.328756 = -492968.104699
  nChanged 1
		SP:Iteration 39Q (5533.310000 sec): 3 clusters
  Score: Raw -497007.833969 + Penalty 4039.328756 = -492968.505213
  nChanged 1
		SP:Iteration 40F (5533.330000 sec): 3 clusters
  Score: Raw -497008.018099 + Penalty 4039.328756 = -492968.689343
  nChanged 1
		SP:Iteration 41Q (5533.340000 sec): 3 clusters
  Score: Raw -497008.432371 + Penalty 4039.328756 = -492969.103614
  nChanged 2
		SP:Iteration 42Q (5533.350000 sec): 3 clusters
  Score: Raw -497009.294181 + Penalty 4039.328756 = -492969.965424
  nChanged 3
		SP:Iteration 43Q (5533.360000 sec): 3 clusters
  Score: Raw -497010.757709 + Penalty 4039.328756 = -492971.428953
  nChanged 3
		SP:Iteration 44Q (5533.370000 sec): 3 clusters
  Score: Raw -497011.842954 + Penalty 4039.328756 = -492972.514197
  nChanged 3
		SP:Iteration 45Q (5533.380000 sec): 3 clusters
  Score: Raw -497012.781027 + Penalty 4039.328756 = -492973.452270
  nChanged 3
		SP:Iteration 46Q (5533.390000 sec): 3 clusters
  Score: Raw -497013.598648 + Penalty 4039.328756 = -492974.269892
  nChanged 5
		SP:Iteration 47Q (5533.400000 sec): 3 clusters
  Score: Raw -497015.270103 + Penalty 4039.328756 = -492975.941347
  nChanged 4
		SP:Iteration 48Q (5533.410000 sec): 3 clusters
  Score: Raw -497017.823343 + Penalty 4039.328756 = -492978.494587
  nChanged 3
		SP:Iteration 49Q (5533.420000 sec): 3 clusters
  Score: Raw -497019.348166 + Penalty 4039.328756 = -492980.019409
  nChanged 2
		SP:Iteration 50Q (5533.430000 sec): 3 clusters
  Score: Raw -497020.656597 + Penalty 4039.328756 = -492981.327840
  nChanged 3
		SP:Iteration 51Q (5533.440000 sec): 3 clusters
  Score: Raw -497021.776882 + Penalty 4039.328756 = -492982.448125
  nChanged 4
		SP:Iteration 52Q (5533.450000 sec): 3 clusters
  Score: Raw -497023.715468 + Penalty 4039.328756 = -492984.386712
  nChanged 3
		SP:Iteration 53Q (5533.460000 sec): 3 clusters
  Score: Raw -497025.279414 + Penalty 4039.328756 = -492985.950657
  nChanged 1
		SP:Iteration 54Q (5533.470000 sec): 3 clusters
  Score: Raw -497025.500055 + Penalty 4039.328756 = -492986.171298
  nChanged 2
		SP:Iteration 55Q (5533.480000 sec): 3 clusters
  Score: Raw -497026.101532 + Penalty 4039.328756 = -492986.772776
  nChanged 1
		SP:Iteration 56Q (5533.490000 sec): 3 clusters
  Score: Raw -497026.327584 + Penalty 4039.328756 = -492986.998827
  nChanged 0
		SP:Iteration 57F (5533.500000 sec): 3 clusters
  Score: Raw -497026.327584 + Penalty 4039.328756 = -492986.998827
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5533.510000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5533.510000 sec): 3 clusters
  Score: Raw -126942.556142 + Penalty 3350.283633 = -123592.272508
  nChanged 212
		SP:Iteration 1F (5533.510000 sec): 3 clusters
  Score: Raw -127223.621326 + Penalty 3350.283633 = -123873.337693
  nChanged 36
		SP:Iteration 2Q (5533.510000 sec): 3 clusters
  Score: Raw -127287.757681 + Penalty 3350.283633 = -123937.474047
  nChanged 22
		SP:Iteration 3Q (5533.520000 sec): 3 clusters
  Score: Raw -127320.412288 + Penalty 3350.283633 = -123970.128654
  nChanged 15
		SP:Iteration 4Q (5533.520000 sec): 3 clusters
  Score: Raw -127338.771886 + Penalty 3350.283633 = -123988.488252
  nChanged 8
		SP:Iteration 5Q (5533.520000 sec): 3 clusters
  Score: Raw -127348.623311 + Penalty 3350.283633 = -123998.339678
  nChanged 7
		SP:Iteration 6Q (5533.530000 sec): 3 clusters
  Score: Raw -127356.297809 + Penalty 3350.283633 = -124006.014175
  nChanged 7
		SP:Iteration 7Q (5533.530000 sec): 3 clusters
  Score: Raw -127374.979613 + Penalty 3350.283633 = -124024.695979
  nChanged 7
		SP:Iteration 8Q (5533.530000 sec): 3 clusters
  Score: Raw -127385.596839 + Penalty 3350.283633 = -124035.313206
  nChanged 5
		SP:Iteration 9Q (5533.530000 sec): 3 clusters
  Score: Raw -127391.093778 + Penalty 3350.283633 = -124040.810145
  nChanged 4
		SP:Iteration 10Q (5533.540000 sec): 3 clusters
  Score: Raw -127394.858011 + Penalty 3350.283633 = -124044.574378
  nChanged 0
		SP:Iteration 11F (5533.540000 sec): 3 clusters
  Score: Raw -127394.858011 + Penalty 3350.283633 = -124044.574378
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5533.550000 sec): 2 clusters
  Score: Raw -34077.485412 + Penalty 1384.707085 = -32692.778327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5533.550000 sec): 3 clusters
  Score: Raw -34295.126283 + Penalty 2769.414169 = -31525.712114
  nChanged 38
		SP:Iteration 1F (5533.550000 sec): 3 clusters
  Score: Raw -34422.286280 + Penalty 2769.414169 = -31652.872111
  nChanged 9
		SP:Iteration 2Q (5533.550000 sec): 3 clusters
  Score: Raw -34471.262046 + Penalty 2769.414169 = -31701.847877
  nChanged 10
		SP:Iteration 3Q (5533.550000 sec): 3 clusters
  Score: Raw -34560.781685 + Penalty 2769.414169 = -31791.367515
  nChanged 7
		SP:Iteration 4Q (5533.550000 sec): 3 clusters
  Score: Raw -34635.061404 + Penalty 2769.414169 = -31865.647235
  nChanged 9
		SP:Iteration 5Q (5533.550000 sec): 3 clusters
  Score: Raw -34687.584306 + Penalty 2769.414169 = -31918.170137
  nChanged 2
		SP:Iteration 6Q (5533.550000 sec): 3 clusters
  Score: Raw -34702.647350 + Penalty 2769.414169 = -31933.233181
  nChanged 1
		SP:Iteration 7Q (5533.550000 sec): 3 clusters
  Score: Raw -34713.100210 + Penalty 2769.414169 = -31943.686041
  nChanged 2
		SP:Iteration 8Q (5533.550000 sec): 3 clusters
  Score: Raw -34732.313255 + Penalty 2769.414169 = -31962.899086
  nChanged 0
		SP:Iteration 9F (5533.550000 sec): 3 clusters
  Score: Raw -34732.313255 + Penalty 2769.414169 = -31962.899086
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5533.600000 sec): 2 clusters
  Score: Raw -2041152.166654 + Penalty 2361.802642 = -2038790.364012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5533.650000 sec): 3 clusters
  Score: Raw -2033463.564913 + Penalty 4723.605284 = -2028739.959628
  nChanged 5865
		SP:Iteration 1F (5533.700000 sec): 3 clusters
  Score: Raw -2036761.664507 + Penalty 4723.605284 = -2032038.059222
  nChanged 922
		SP:Iteration 2F (5533.750000 sec): 3 clusters
  Score: Raw -2037241.018155 + Penalty 4723.605284 = -2032517.412871
  nChanged 783
		SP:Iteration 3F (5533.800000 sec): 3 clusters
  Score: Raw -2037654.162667 + Penalty 4723.605284 = -2032930.557383
  nChanged 756
		SP:Iteration 4F (5533.850000 sec): 3 clusters
  Score: Raw -2038120.906085 + Penalty 4723.605284 = -2033397.300800
  nChanged 817
		SP:Iteration 5F (5533.900000 sec): 3 clusters
  Score: Raw -2038679.172700 + Penalty 4723.605284 = -2033955.567416
  nChanged 765
		SP:Iteration 6F (5533.950000 sec): 3 clusters
  Score: Raw -2039260.134690 + Penalty 4723.605284 = -2034536.529405
  nChanged 695
		SP:Iteration 7F (5533.990000 sec): 3 clusters
  Score: Raw -2039819.753603 + Penalty 4723.605284 = -2035096.148319
  nChanged 605
		SP:Iteration 8Q (5534.040000 sec): 3 clusters
  Score: Raw -2040349.057316 + Penalty 4723.605284 = -2035625.452032
  nChanged 429
		SP:Iteration 9Q (5534.090000 sec): 3 clusters
  Score: Raw -2040742.585499 + Penalty 4723.605284 = -2036018.980214
  nChanged 292
		SP:Iteration 10Q (5534.140000 sec): 3 clusters
  Score: Raw -2041029.800757 + Penalty 4723.605284 = -2036306.195472
  nChanged 181
		SP:Iteration 11Q (5534.180000 sec): 3 clusters
  Score: Raw -2041193.238235 + Penalty 4723.605284 = -2036469.632951
  nChanged 87
		SP:Iteration 12Q (5534.220000 sec): 3 clusters
  Score: Raw -2041272.166160 + Penalty 4723.605284 = -2036548.560875
  nChanged 51
		SP:Iteration 13Q (5534.260000 sec): 3 clusters
  Score: Raw -2041325.315974 + Penalty 4723.605284 = -2036601.710689
  nChanged 36
		SP:Iteration 14Q (5534.300000 sec): 3 clusters
  Score: Raw -2041365.103356 + Penalty 4723.605284 = -2036641.498072
  nChanged 26
		SP:Iteration 15Q (5534.340000 sec): 3 clusters
  Score: Raw -2041397.770429 + Penalty 4723.605284 = -2036674.165145
  nChanged 15
		SP:Iteration 16Q (5534.380000 sec): 3 clusters
  Score: Raw -2041414.728480 + Penalty 4723.605284 = -2036691.123196
  nChanged 13
		SP:Iteration 17Q (5534.410000 sec): 3 clusters
  Score: Raw -2041428.841461 + Penalty 4723.605284 = -2036705.236176
  nChanged 11
		SP:Iteration 18Q (5534.450000 sec): 3 clusters
  Score: Raw -2041444.019227 + Penalty 4723.605284 = -2036720.413943
  nChanged 11
		SP:Iteration 19Q (5534.490000 sec): 3 clusters
  Score: Raw -2041455.838716 + Penalty 4723.605284 = -2036732.233432
  nChanged 4
		SP:Iteration 20F (5534.540000 sec): 3 clusters
  Score: Raw -2041458.863129 + Penalty 4723.605284 = -2036735.257845
  nChanged 4
		SP:Iteration 21Q (5534.570000 sec): 3 clusters
  Score: Raw -2041463.062832 + Penalty 4723.605284 = -2036739.457548
  nChanged 3
		SP:Iteration 22Q (5534.610000 sec): 3 clusters
  Score: Raw -2041466.037532 + Penalty 4723.605284 = -2036742.432247
  nChanged 4
		SP:Iteration 23Q (5534.650000 sec): 3 clusters
  Score: Raw -2041471.107412 + Penalty 4723.605284 = -2036747.502128
  nChanged 3
		SP:Iteration 24Q (5534.690000 sec): 3 clusters
  Score: Raw -2041473.279213 + Penalty 4723.605284 = -2036749.673929
  nChanged 0
		SP:Iteration 25F (5534.730000 sec): 3 clusters
  Score: Raw -2041473.279213 + Penalty 4723.605284 = -2036749.673929
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69748 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5534.960000 sec): 2 clusters
  Score: Raw -10199802.743146 + Penalty 2765.855718 = -10197036.887428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5535.220000 sec): 3 clusters
  Score: Raw -10155703.719282 + Penalty 5531.711437 = -10150172.007845
  nChanged 32695
		SP:Iteration 1F (5535.470000 sec): 3 clusters
  Score: Raw -10174061.555212 + Penalty 5531.711437 = -10168529.843775
  nChanged 2376
		SP:Iteration 2Q (5535.730000 sec): 3 clusters
  Score: Raw -10174673.552876 + Penalty 5531.711437 = -10169141.841440
  nChanged 2501
		SP:Iteration 3Q (5536.000000 sec): 3 clusters
  Score: Raw -10175402.040714 + Penalty 5531.711437 = -10169870.329277
  nChanged 2792
		SP:Iteration 4Q (5536.260000 sec): 3 clusters
  Score: Raw -10176418.141939 + Penalty 5531.711437 = -10170886.430502
  nChanged 3532
		SP:Iteration 5F (5536.520000 sec): 3 clusters
  Score: Raw -10178170.656893 + Penalty 5531.711437 = -10172638.945456
  nChanged 4758
		SP:Iteration 6F (5536.770000 sec): 3 clusters
  Score: Raw -10181345.858489 + Penalty 5531.711437 = -10175814.147052
  nChanged 5994
		SP:Iteration 7F (5537.030000 sec): 3 clusters
  Score: Raw -10186432.875351 + Penalty 5531.711437 = -10180901.163914
  nChanged 6138
		SP:Iteration 8F (5537.280000 sec): 3 clusters
  Score: Raw -10192456.662916 + Penalty 5531.711437 = -10186924.951480
  nChanged 4420
		SP:Iteration 9F (5537.530000 sec): 3 clusters
  Score: Raw -10196884.248886 + Penalty 5531.711437 = -10191352.537449
  nChanged 2147
		SP:Iteration 10Q (5537.780000 sec): 3 clusters
  Score: Raw -10198926.713432 + Penalty 5531.711437 = -10193395.001996
  nChanged 744
		SP:Iteration 11Q (5537.990000 sec): 3 clusters
  Score: Raw -10199594.336884 + Penalty 5531.711437 = -10194062.625447
  nChanged 249
		SP:Iteration 12Q (5538.190000 sec): 3 clusters
  Score: Raw -10199832.319754 + Penalty 5531.711437 = -10194300.608317
  nChanged 104
		SP:Iteration 13Q (5538.370000 sec): 3 clusters
  Score: Raw -10199954.809933 + Penalty 5531.711437 = -10194423.098497
  nChanged 40
		SP:Iteration 14Q (5538.560000 sec): 3 clusters
  Score: Raw -10200001.726537 + Penalty 5531.711437 = -10194470.015100
  nChanged 29
		SP:Iteration 15Q (5538.740000 sec): 3 clusters
  Score: Raw -10200033.726623 + Penalty 5531.711437 = -10194502.015186
  nChanged 18
		SP:Iteration 16Q (5538.920000 sec): 3 clusters
  Score: Raw -10200057.075838 + Penalty 5531.711437 = -10194525.364401
  nChanged 14
		SP:Iteration 17Q (5539.100000 sec): 3 clusters
  Score: Raw -10200075.388598 + Penalty 5531.711437 = -10194543.677161
  nChanged 7
		SP:Iteration 18Q (5539.280000 sec): 3 clusters
  Score: Raw -10200087.251392 + Penalty 5531.711437 = -10194555.539955
  nChanged 6
		SP:Iteration 19Q (5539.450000 sec): 3 clusters
  Score: Raw -10200096.132350 + Penalty 5531.711437 = -10194564.420913
  nChanged 4
		SP:Iteration 20F (5539.710000 sec): 3 clusters
  Score: Raw -10200099.197173 + Penalty 5531.711437 = -10194567.485736
  nChanged 1
		SP:Iteration 21Q (5539.890000 sec): 3 clusters
  Score: Raw -10200101.942517 + Penalty 5531.711437 = -10194570.231081
  nChanged 4
		SP:Iteration 22Q (5540.070000 sec): 3 clusters
  Score: Raw -10200110.458346 + Penalty 5531.711437 = -10194578.746910
  nChanged 8
		SP:Iteration 23Q (5540.250000 sec): 3 clusters
  Score: Raw -10200118.677407 + Penalty 5531.711437 = -10194586.965970
  nChanged 7
		SP:Iteration 24Q (5540.420000 sec): 3 clusters
  Score: Raw -10200131.078680 + Penalty 5531.711437 = -10194599.367244
  nChanged 3
		SP:Iteration 25Q (5540.600000 sec): 3 clusters
  Score: Raw -10200136.588272 + Penalty 5531.711437 = -10194604.876835
  nChanged 5
		SP:Iteration 26Q (5540.780000 sec): 3 clusters
  Score: Raw -10200143.436978 + Penalty 5531.711437 = -10194611.725541
  nChanged 5
		SP:Iteration 27Q (5540.960000 sec): 3 clusters
  Score: Raw -10200150.560255 + Penalty 5531.711437 = -10194618.848819
  nChanged 5
		SP:Iteration 28Q (5541.140000 sec): 3 clusters
  Score: Raw -10200158.306205 + Penalty 5531.711437 = -10194626.594768
  nChanged 5
		SP:Iteration 29Q (5541.310000 sec): 3 clusters
  Score: Raw -10200163.528979 + Penalty 5531.711437 = -10194631.817543
  nChanged 2
		SP:Iteration 30Q (5541.490000 sec): 3 clusters
  Score: Raw -10200166.709281 + Penalty 5531.711437 = -10194634.997845
  nChanged 1
		SP:Iteration 31Q (5541.670000 sec): 3 clusters
  Score: Raw -10200168.188768 + Penalty 5531.711437 = -10194636.477332
  nChanged 0
		SP:Iteration 32F (5541.930000 sec): 3 clusters
  Score: Raw -10200168.188768 + Penalty 5531.711437 = -10194636.477332
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5541.960000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5541.970000 sec): 3 clusters
  Score: Raw -385230.567170 + Penalty 3923.652944 = -381306.914227
  nChanged 927
		SP:Iteration 1F (5541.980000 sec): 3 clusters
  Score: Raw -385818.927025 + Penalty 3923.652944 = -381895.274081
  nChanged 202
		SP:Iteration 2F (5541.990000 sec): 3 clusters
  Score: Raw -385970.202543 + Penalty 3923.652944 = -382046.549599
  nChanged 126
		SP:Iteration 3Q (5542.000000 sec): 3 clusters
  Score: Raw -386062.647952 + Penalty 3923.652944 = -382138.995008
  nChanged 78
		SP:Iteration 4Q (5542.010000 sec): 3 clusters
  Score: Raw -386110.175247 + Penalty 3923.652944 = -382186.522303
  nChanged 63
		SP:Iteration 5Q (5542.020000 sec): 3 clusters
  Score: Raw -386152.552667 + Penalty 3923.652944 = -382228.899724
  nChanged 44
		SP:Iteration 6Q (5542.030000 sec): 3 clusters
  Score: Raw -386182.196238 + Penalty 3923.652944 = -382258.543294
  nChanged 38
		SP:Iteration 7Q (5542.040000 sec): 3 clusters
  Score: Raw -386201.202175 + Penalty 3923.652944 = -382277.549231
  nChanged 24
		SP:Iteration 8Q (5542.050000 sec): 3 clusters
  Score: Raw -386218.696275 + Penalty 3923.652944 = -382295.043331
  nChanged 25
		SP:Iteration 9Q (5542.060000 sec): 3 clusters
  Score: Raw -386234.014180 + Penalty 3923.652944 = -382310.361236
  nChanged 21
		SP:Iteration 10Q (5542.070000 sec): 3 clusters
  Score: Raw -386245.816961 + Penalty 3923.652944 = -382322.164017
  nChanged 17
		SP:Iteration 11Q (5542.080000 sec): 3 clusters
  Score: Raw -386253.263394 + Penalty 3923.652944 = -382329.610451
  nChanged 14
		SP:Iteration 12Q (5542.090000 sec): 3 clusters
  Score: Raw -386261.108834 + Penalty 3923.652944 = -382337.455891
  nChanged 10
		SP:Iteration 13Q (5542.100000 sec): 3 clusters
  Score: Raw -386265.360613 + Penalty 3923.652944 = -382341.707669
  nChanged 4
		SP:Iteration 14Q (5542.110000 sec): 3 clusters
  Score: Raw -386267.586481 + Penalty 3923.652944 = -382343.933537
  nChanged 4
		SP:Iteration 15Q (5542.120000 sec): 3 clusters
  Score: Raw -386269.445980 + Penalty 3923.652944 = -382345.793037
  nChanged 6
		SP:Iteration 16Q (5542.130000 sec): 3 clusters
  Score: Raw -386272.719351 + Penalty 3923.652944 = -382349.066408
  nChanged 6
		SP:Iteration 17Q (5542.140000 sec): 3 clusters
  Score: Raw -386275.012920 + Penalty 3923.652944 = -382351.359976
  nChanged 5
		SP:Iteration 18Q (5542.150000 sec): 3 clusters
  Score: Raw -386277.501056 + Penalty 3923.652944 = -382353.848112
  nChanged 6
		SP:Iteration 19Q (5542.160000 sec): 3 clusters
  Score: Raw -386279.996871 + Penalty 3923.652944 = -382356.343927
  nChanged 2
		SP:Iteration 20F (5542.170000 sec): 3 clusters
  Score: Raw -386280.453921 + Penalty 3923.652944 = -382356.800977
  nChanged 2
		SP:Iteration 21Q (5542.180000 sec): 3 clusters
  Score: Raw -386281.477695 + Penalty 3923.652944 = -382357.824752
  nChanged 3
		SP:Iteration 22Q (5542.190000 sec): 3 clusters
  Score: Raw -386283.409230 + Penalty 3923.652944 = -382359.756286
  nChanged 5
		SP:Iteration 23Q (5542.200000 sec): 3 clusters
  Score: Raw -386286.552625 + Penalty 3923.652944 = -382362.899681
  nChanged 6
		SP:Iteration 24Q (5542.210000 sec): 3 clusters
  Score: Raw -386289.670621 + Penalty 3923.652944 = -382366.017677
  nChanged 6
		SP:Iteration 25Q (5542.220000 sec): 3 clusters
  Score: Raw -386291.895850 + Penalty 3923.652944 = -382368.242906
  nChanged 3
		SP:Iteration 26Q (5542.230000 sec): 3 clusters
  Score: Raw -386293.194814 + Penalty 3923.652944 = -382369.541870
  nChanged 5
		SP:Iteration 27Q (5542.240000 sec): 3 clusters
  Score: Raw -386295.510004 + Penalty 3923.652944 = -382371.857060
  nChanged 7
		SP:Iteration 28Q (5542.250000 sec): 3 clusters
  Score: Raw -386297.686315 + Penalty 3923.652944 = -382374.033371
  nChanged 6
		SP:Iteration 29Q (5542.260000 sec): 3 clusters
  Score: Raw -386299.343246 + Penalty 3923.652944 = -382375.690302
  nChanged 3
		SP:Iteration 30Q (5542.270000 sec): 3 clusters
  Score: Raw -386300.195258 + Penalty 3923.652944 = -382376.542314
  nChanged 3
		SP:Iteration 31Q (5542.270000 sec): 3 clusters
  Score: Raw -386302.140913 + Penalty 3923.652944 = -382378.487969
  nChanged 3
		SP:Iteration 32Q (5542.290000 sec): 3 clusters
  Score: Raw -386303.723152 + Penalty 3923.652944 = -382380.070209
  nChanged 4
		SP:Iteration 33Q (5542.290000 sec): 3 clusters
  Score: Raw -386305.356888 + Penalty 3923.652944 = -382381.703945
  nChanged 3
		SP:Iteration 34Q (5542.310000 sec): 3 clusters
  Score: Raw -386306.908026 + Penalty 3923.652944 = -382383.255082
  nChanged 3
		SP:Iteration 35Q (5542.310000 sec): 3 clusters
  Score: Raw -386308.853387 + Penalty 3923.652944 = -382385.200443
  nChanged 3
		SP:Iteration 36Q (5542.330000 sec): 3 clusters
  Score: Raw -386311.062327 + Penalty 3923.652944 = -382387.409383
  nChanged 2
		SP:Iteration 37Q (5542.330000 sec): 3 clusters
  Score: Raw -386311.554683 + Penalty 3923.652944 = -382387.901739
  nChanged 4
		SP:Iteration 38Q (5542.350000 sec): 3 clusters
  Score: Raw -386312.919779 + Penalty 3923.652944 = -382389.266835
  nChanged 3
		SP:Iteration 39Q (5542.350000 sec): 3 clusters
  Score: Raw -386314.360605 + Penalty 3923.652944 = -382390.707661
  nChanged 3
		SP:Iteration 40F (5542.360000 sec): 3 clusters
  Score: Raw -386316.079198 + Penalty 3923.652944 = -382392.426254
  nChanged 3
		SP:Iteration 41Q (5542.370000 sec): 3 clusters
  Score: Raw -386317.264091 + Penalty 3923.652944 = -382393.611147
  nChanged 1
		SP:Iteration 42Q (5542.380000 sec): 3 clusters
  Score: Raw -386317.612272 + Penalty 3923.652944 = -382393.959329
  nChanged 0
		SP:Iteration 43F (5542.390000 sec): 3 clusters
  Score: Raw -386317.612272 + Penalty 3923.652944 = -382393.959329
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5542.400000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5542.400000 sec): 3 clusters
  Score: Raw -168845.205232 + Penalty 3494.272938 = -165350.932294
  nChanged 307
		SP:Iteration 1F (5542.410000 sec): 3 clusters
  Score: Raw -169171.986850 + Penalty 3494.272938 = -165677.713912
  nChanged 82
		SP:Iteration 2F (5542.410000 sec): 3 clusters
  Score: Raw -169287.354524 + Penalty 3494.272938 = -165793.081586
  nChanged 49
		SP:Iteration 3Q (5542.420000 sec): 3 clusters
  Score: Raw -169343.845752 + Penalty 3494.272938 = -165849.572814
  nChanged 21
		SP:Iteration 4Q (5542.420000 sec): 3 clusters
  Score: Raw -169367.672014 + Penalty 3494.272938 = -165873.399076
  nChanged 17
		SP:Iteration 5Q (5542.430000 sec): 3 clusters
  Score: Raw -169393.431998 + Penalty 3494.272938 = -165899.159060
  nChanged 15
		SP:Iteration 6Q (5542.430000 sec): 3 clusters
  Score: Raw -169408.215871 + Penalty 3494.272938 = -165913.942933
  nChanged 9
		SP:Iteration 7Q (5542.430000 sec): 3 clusters
  Score: Raw -169418.807711 + Penalty 3494.272938 = -165924.534773
  nChanged 7
		SP:Iteration 8Q (5542.440000 sec): 3 clusters
  Score: Raw -169425.268641 + Penalty 3494.272938 = -165930.995702
  nChanged 5
		SP:Iteration 9Q (5542.440000 sec): 3 clusters
  Score: Raw -169430.606189 + Penalty 3494.272938 = -165936.333251
  nChanged 2
		SP:Iteration 10Q (5542.450000 sec): 3 clusters
  Score: Raw -169432.006395 + Penalty 3494.272938 = -165937.733457
  nChanged 1
		SP:Iteration 11Q (5542.450000 sec): 3 clusters
  Score: Raw -169432.605253 + Penalty 3494.272938 = -165938.332315
  nChanged 1
		SP:Iteration 12Q (5542.450000 sec): 3 clusters
  Score: Raw -169433.725427 + Penalty 3494.272938 = -165939.452489
  nChanged 0
		SP:Iteration 13F (5542.460000 sec): 3 clusters
  Score: Raw -169433.725427 + Penalty 3494.272938 = -165939.452489
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1848 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5542.470000 sec): 2 clusters
  Score: Raw -257639.147800 + Penalty 1865.421095 = -255773.726705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5542.470000 sec): 3 clusters
  Score: Raw -257045.046079 + Penalty 3730.842189 = -253314.203890
  nChanged 606
		SP:Iteration 1F (5542.480000 sec): 3 clusters
  Score: Raw -257543.515030 + Penalty 3730.842189 = -253812.672841
  nChanged 166
		SP:Iteration 2F (5542.490000 sec): 3 clusters
  Score: Raw -257859.775150 + Penalty 3730.842189 = -254128.932961
  nChanged 142
		SP:Iteration 3F (5542.490000 sec): 3 clusters
  Score: Raw -258066.929000 + Penalty 3730.842189 = -254336.086811
  nChanged 94
		SP:Iteration 4F (5542.500000 sec): 3 clusters
  Score: Raw -258202.456494 + Penalty 3730.842189 = -254471.614305
  nChanged 71
		SP:Iteration 5Q (5542.510000 sec): 3 clusters
  Score: Raw -258285.547432 + Penalty 3730.842189 = -254554.705243
  nChanged 55
		SP:Iteration 6Q (5542.510000 sec): 3 clusters
  Score: Raw -258346.615839 + Penalty 3730.842189 = -254615.773650
  nChanged 44
		SP:Iteration 7Q (5542.520000 sec): 3 clusters
  Score: Raw -258398.699054 + Penalty 3730.842189 = -254667.856865
  nChanged 38
		SP:Iteration 8Q (5542.530000 sec): 3 clusters
  Score: Raw -258434.073508 + Penalty 3730.842189 = -254703.231319
  nChanged 22
		SP:Iteration 9Q (5542.530000 sec): 3 clusters
  Score: Raw -258451.593246 + Penalty 3730.842189 = -254720.751057
  nChanged 20
		SP:Iteration 10Q (5542.540000 sec): 3 clusters
  Score: Raw -258463.880775 + Penalty 3730.842189 = -254733.038585
  nChanged 14
		SP:Iteration 11Q (5542.540000 sec): 3 clusters
  Score: Raw -258473.149011 + Penalty 3730.842189 = -254742.306822
  nChanged 12
		SP:Iteration 12Q (5542.550000 sec): 3 clusters
  Score: Raw -258481.953750 + Penalty 3730.842189 = -254751.111560
  nChanged 11
		SP:Iteration 13Q (5542.560000 sec): 3 clusters
  Score: Raw -258489.392211 + Penalty 3730.842189 = -254758.550022
  nChanged 7
		SP:Iteration 14Q (5542.560000 sec): 3 clusters
  Score: Raw -258493.880160 + Penalty 3730.842189 = -254763.037971
  nChanged 6
		SP:Iteration 15Q (5542.570000 sec): 3 clusters
  Score: Raw -258497.043501 + Penalty 3730.842189 = -254766.201312
  nChanged 5
		SP:Iteration 16Q (5542.570000 sec): 3 clusters
  Score: Raw -258500.879547 + Penalty 3730.842189 = -254770.037357
  nChanged 5
		SP:Iteration 17Q (5542.580000 sec): 3 clusters
  Score: Raw -258504.568556 + Penalty 3730.842189 = -254773.726367
  nChanged 6
		SP:Iteration 18Q (5542.590000 sec): 3 clusters
  Score: Raw -258508.010719 + Penalty 3730.842189 = -254777.168530
  nChanged 4
		SP:Iteration 19Q (5542.590000 sec): 3 clusters
  Score: Raw -258511.209148 + Penalty 3730.842189 = -254780.366959
  nChanged 4
		SP:Iteration 20F (5542.600000 sec): 3 clusters
  Score: Raw -258513.879821 + Penalty 3730.842189 = -254783.037632
  nChanged 2
		SP:Iteration 21Q (5542.610000 sec): 3 clusters
  Score: Raw -258515.733398 + Penalty 3730.842189 = -254784.891209
  nChanged 1
		SP:Iteration 22Q (5542.610000 sec): 3 clusters
  Score: Raw -258516.659124 + Penalty 3730.842189 = -254785.816935
  nChanged 1
		SP:Iteration 23Q (5542.620000 sec): 3 clusters
  Score: Raw -258517.229353 + Penalty 3730.842189 = -254786.387164
  nChanged 1
		SP:Iteration 24Q (5542.630000 sec): 3 clusters
  Score: Raw -258517.637543 + Penalty 3730.842189 = -254786.795354
  nChanged 0
		SP:Iteration 25F (5542.630000 sec): 3 clusters
  Score: Raw -258517.637543 + Penalty 3730.842189 = -254786.795354
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (11081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5542.670000 sec): 2 clusters
  Score: Raw -1693158.875908 + Penalty 2309.620828 = -1690849.255080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5542.710000 sec): 3 clusters
  Score: Raw -1687106.543933 + Penalty 4619.241656 = -1682487.302278
  nChanged 4646
		SP:Iteration 1F (5542.750000 sec): 3 clusters
  Score: Raw -1689524.289351 + Penalty 4619.241656 = -1684905.047696
  nChanged 711
		SP:Iteration 2F (5542.790000 sec): 3 clusters
  Score: Raw -1689853.215390 + Penalty 4619.241656 = -1685233.973734
  nChanged 577
		SP:Iteration 3F (5542.830000 sec): 3 clusters
  Score: Raw -1690113.815163 + Penalty 4619.241656 = -1685494.573508
  nChanged 487
		SP:Iteration 4Q (5542.870000 sec): 3 clusters
  Score: Raw -1690345.004319 + Penalty 4619.241656 = -1685725.762663
  nChanged 468
		SP:Iteration 5Q (5542.910000 sec): 3 clusters
  Score: Raw -1690581.693832 + Penalty 4619.241656 = -1685962.452176
  nChanged 489
		SP:Iteration 6Q (5542.950000 sec): 3 clusters
  Score: Raw -1690857.558688 + Penalty 4619.241656 = -1686238.317032
  nChanged 514
		SP:Iteration 7Q (5542.990000 sec): 3 clusters
  Score: Raw -1691196.377366 + Penalty 4619.241656 = -1686577.135710
  nChanged 542
		SP:Iteration 8Q (5543.030000 sec): 3 clusters
  Score: Raw -1691588.100266 + Penalty 4619.241656 = -1686968.858610
  nChanged 548
		SP:Iteration 9Q (5543.070000 sec): 3 clusters
  Score: Raw -1692018.699115 + Penalty 4619.241656 = -1687399.457459
  nChanged 464
		SP:Iteration 10Q (5543.110000 sec): 3 clusters
  Score: Raw -1692405.726753 + Penalty 4619.241656 = -1687786.485097
  nChanged 368
		SP:Iteration 11Q (5543.150000 sec): 3 clusters
  Score: Raw -1692751.668283 + Penalty 4619.241656 = -1688132.426628
  nChanged 229
		SP:Iteration 12Q (5543.180000 sec): 3 clusters
  Score: Raw -1692967.438566 + Penalty 4619.241656 = -1688348.196911
  nChanged 142
		SP:Iteration 13Q (5543.220000 sec): 3 clusters
  Score: Raw -1693103.180334 + Penalty 4619.241656 = -1688483.938678
  nChanged 101
		SP:Iteration 14Q (5543.250000 sec): 3 clusters
  Score: Raw -1693203.157356 + Penalty 4619.241656 = -1688583.915701
  nChanged 68
		SP:Iteration 15Q (5543.280000 sec): 3 clusters
  Score: Raw -1693274.838453 + Penalty 4619.241656 = -1688655.596797
  nChanged 49
		SP:Iteration 16Q (5543.320000 sec): 3 clusters
  Score: Raw -1693326.419492 + Penalty 4619.241656 = -1688707.177836
  nChanged 29
		SP:Iteration 17Q (5543.350000 sec): 3 clusters
  Score: Raw -1693358.925087 + Penalty 4619.241656 = -1688739.683431
  nChanged 21
		SP:Iteration 18Q (5543.380000 sec): 3 clusters
  Score: Raw -1693381.256705 + Penalty 4619.241656 = -1688762.015050
  nChanged 16
		SP:Iteration 19Q (5543.410000 sec): 3 clusters
  Score: Raw -1693397.601618 + Penalty 4619.241656 = -1688778.359963
  nChanged 13
		SP:Iteration 20F (5543.440000 sec): 3 clusters
  Score: Raw -1693411.646101 + Penalty 4619.241656 = -1688792.404446
  nChanged 9
		SP:Iteration 21Q (5543.480000 sec): 3 clusters
  Score: Raw -1693419.303474 + Penalty 4619.241656 = -1688800.061819
  nChanged 7
		SP:Iteration 22Q (5543.500000 sec): 3 clusters
  Score: Raw -1693426.522283 + Penalty 4619.241656 = -1688807.280628
  nChanged 2
		SP:Iteration 23Q (5543.530000 sec): 3 clusters
  Score: Raw -1693429.190944 + Penalty 4619.241656 = -1688809.949288
  nChanged 3
		SP:Iteration 24Q (5543.560000 sec): 3 clusters
  Score: Raw -1693432.858161 + Penalty 4619.241656 = -1688813.616506
  nChanged 2
		SP:Iteration 25Q (5543.590000 sec): 3 clusters
  Score: Raw -1693433.967545 + Penalty 4619.241656 = -1688814.725890
  nChanged 2
		SP:Iteration 26Q (5543.620000 sec): 3 clusters
  Score: Raw -1693437.185638 + Penalty 4619.241656 = -1688817.943982
  nChanged 7
		SP:Iteration 27Q (5543.650000 sec): 3 clusters
  Score: Raw -1693444.976254 + Penalty 4619.241656 = -1688825.734599
  nChanged 5
		SP:Iteration 28Q (5543.680000 sec): 3 clusters
  Score: Raw -1693451.412933 + Penalty 4619.241656 = -1688832.171277
  nChanged 3
		SP:Iteration 29Q (5543.710000 sec): 3 clusters
  Score: Raw -1693453.768815 + Penalty 4619.241656 = -1688834.527159
  nChanged 0
		SP:Iteration 30F (5543.750000 sec): 3 clusters
  Score: Raw -1693453.768815 + Penalty 4619.241656 = -1688834.527159
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5543.800000 sec): 2 clusters
  Score: Raw -1984426.700428 + Penalty 2369.497749 = -1982057.202679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5543.840000 sec): 3 clusters
  Score: Raw -1976495.242192 + Penalty 4738.995498 = -1971756.246694
  nChanged 6084
		SP:Iteration 1F (5543.900000 sec): 3 clusters
  Score: Raw -1979853.407802 + Penalty 4738.995498 = -1975114.412304
  nChanged 853
		SP:Iteration 2F (5543.950000 sec): 3 clusters
  Score: Raw -1980214.307647 + Penalty 4738.995498 = -1975475.312149
  nChanged 685
		SP:Iteration 3Q (5544.000000 sec): 3 clusters
  Score: Raw -1980502.591724 + Penalty 4738.995498 = -1975763.596226
  nChanged 574
		SP:Iteration 4Q (5544.050000 sec): 3 clusters
  Score: Raw -1980736.409759 + Penalty 4738.995498 = -1975997.414262
  nChanged 524
		SP:Iteration 5Q (5544.110000 sec): 3 clusters
  Score: Raw -1980946.579520 + Penalty 4738.995498 = -1976207.584022
  nChanged 476
		SP:Iteration 6Q (5544.160000 sec): 3 clusters
  Score: Raw -1981131.520639 + Penalty 4738.995498 = -1976392.525141
  nChanged 450
		SP:Iteration 7Q (5544.210000 sec): 3 clusters
  Score: Raw -1981306.153022 + Penalty 4738.995498 = -1976567.157524
  nChanged 402
		SP:Iteration 8Q (5544.260000 sec): 3 clusters
  Score: Raw -1981461.991033 + Penalty 4738.995498 = -1976722.995535
  nChanged 415
		SP:Iteration 9Q (5544.310000 sec): 3 clusters
  Score: Raw -1981633.019372 + Penalty 4738.995498 = -1976894.023874
  nChanged 419
		SP:Iteration 10Q (5544.360000 sec): 3 clusters
  Score: Raw -1981825.966162 + Penalty 4738.995498 = -1977086.970664
  nChanged 421
		SP:Iteration 11Q (5544.410000 sec): 3 clusters
  Score: Raw -1982045.665238 + Penalty 4738.995498 = -1977306.669740
  nChanged 473
		SP:Iteration 12Q (5544.460000 sec): 3 clusters
  Score: Raw -1982303.496335 + Penalty 4738.995498 = -1977564.500837
  nChanged 504
		SP:Iteration 13Q (5544.510000 sec): 3 clusters
  Score: Raw -1982619.036601 + Penalty 4738.995498 = -1977880.041103
  nChanged 530
		SP:Iteration 14Q (5544.560000 sec): 3 clusters
  Score: Raw -1982955.110357 + Penalty 4738.995498 = -1978216.114859
  nChanged 502
		SP:Iteration 15Q (5544.610000 sec): 3 clusters
  Score: Raw -1983307.786392 + Penalty 4738.995498 = -1978568.790894
  nChanged 463
		SP:Iteration 16Q (5544.650000 sec): 3 clusters
  Score: Raw -1983658.293623 + Penalty 4738.995498 = -1978919.298125
  nChanged 398
		SP:Iteration 17Q (5544.700000 sec): 3 clusters
  Score: Raw -1983985.446179 + Penalty 4738.995498 = -1979246.450681
  nChanged 328
		SP:Iteration 18Q (5544.740000 sec): 3 clusters
  Score: Raw -1984270.792027 + Penalty 4738.995498 = -1979531.796529
  nChanged 216
		SP:Iteration 19Q (5544.790000 sec): 3 clusters
  Score: Raw -1984473.929939 + Penalty 4738.995498 = -1979734.934441
  nChanged 163
		SP:Iteration 20F (5544.830000 sec): 3 clusters
  Score: Raw -1984632.947635 + Penalty 4738.995498 = -1979893.952137
  nChanged 116
		SP:Iteration 21Q (5544.880000 sec): 3 clusters
  Score: Raw -1984729.190461 + Penalty 4738.995498 = -1979990.194963
  nChanged 85
		SP:Iteration 22Q (5544.920000 sec): 3 clusters
  Score: Raw -1984791.703996 + Penalty 4738.995498 = -1980052.708498
  nChanged 62
		SP:Iteration 23Q (5544.960000 sec): 3 clusters
  Score: Raw -1984839.578544 + Penalty 4738.995498 = -1980100.583046
  nChanged 56
		SP:Iteration 24Q (5545.000000 sec): 3 clusters
  Score: Raw -1984876.040279 + Penalty 4738.995498 = -1980137.044781
  nChanged 49
		SP:Iteration 25Q (5545.030000 sec): 3 clusters
  Score: Raw -1984909.021256 + Penalty 4738.995498 = -1980170.025758
  nChanged 42
		SP:Iteration 26Q (5545.070000 sec): 3 clusters
  Score: Raw -1984940.033009 + Penalty 4738.995498 = -1980201.037511
  nChanged 39
		SP:Iteration 27Q (5545.110000 sec): 3 clusters
  Score: Raw -1984964.711109 + Penalty 4738.995498 = -1980225.715612
  nChanged 24
		SP:Iteration 28Q (5545.150000 sec): 3 clusters
  Score: Raw -1984979.687888 + Penalty 4738.995498 = -1980240.692390
  nChanged 18
		SP:Iteration 29Q (5545.190000 sec): 3 clusters
  Score: Raw -1984986.853934 + Penalty 4738.995498 = -1980247.858437
  nChanged 11
		SP:Iteration 30Q (5545.230000 sec): 3 clusters
  Score: Raw -1984991.269351 + Penalty 4738.995498 = -1980252.273853
  nChanged 8
		SP:Iteration 31Q (5545.270000 sec): 3 clusters
  Score: Raw -1984995.097352 + Penalty 4738.995498 = -1980256.101855
  nChanged 6
		SP:Iteration 32Q (5545.310000 sec): 3 clusters
  Score: Raw -1984998.642592 + Penalty 4738.995498 = -1980259.647094
  nChanged 8
		SP:Iteration 33Q (5545.350000 sec): 3 clusters
  Score: Raw -1985005.712385 + Penalty 4738.995498 = -1980266.716887
  nChanged 13
		SP:Iteration 34Q (5545.380000 sec): 3 clusters
  Score: Raw -1985012.991390 + Penalty 4738.995498 = -1980273.995893
  nChanged 10
		SP:Iteration 35Q (5545.420000 sec): 3 clusters
  Score: Raw -1985018.608799 + Penalty 4738.995498 = -1980279.613301
  nChanged 19
		SP:Iteration 36Q (5545.460000 sec): 3 clusters
  Score: Raw -1985026.969803 + Penalty 4738.995498 = -1980287.974305
  nChanged 17
		SP:Iteration 37Q (5545.500000 sec): 3 clusters
  Score: Raw -1985036.006180 + Penalty 4738.995498 = -1980297.010682
  nChanged 13
		SP:Iteration 38Q (5545.540000 sec): 3 clusters
  Score: Raw -1985042.902639 + Penalty 4738.995498 = -1980303.907141
  nChanged 16
		SP:Iteration 39Q (5545.570000 sec): 3 clusters
  Score: Raw -1985051.537759 + Penalty 4738.995498 = -1980312.542261
  nChanged 11
		SP:Iteration 40F (5545.630000 sec): 3 clusters
  Score: Raw -1985058.423616 + Penalty 4738.995498 = -1980319.428118
  nChanged 10
		SP:Iteration 41Q (5545.660000 sec): 3 clusters
  Score: Raw -1985064.594263 + Penalty 4738.995498 = -1980325.598765
  nChanged 10
		SP:Iteration 42Q (5545.700000 sec): 3 clusters
  Score: Raw -1985070.632678 + Penalty 4738.995498 = -1980331.637180
  nChanged 8
		SP:Iteration 43Q (5545.740000 sec): 3 clusters
  Score: Raw -1985074.659307 + Penalty 4738.995498 = -1980335.663809
  nChanged 8
		SP:Iteration 44Q (5545.780000 sec): 3 clusters
  Score: Raw -1985080.438892 + Penalty 4738.995498 = -1980341.443394
  nChanged 13
		SP:Iteration 45Q (5545.810000 sec): 3 clusters
  Score: Raw -1985087.419591 + Penalty 4738.995498 = -1980348.424094
  nChanged 13
		SP:Iteration 46Q (5545.850000 sec): 3 clusters
  Score: Raw -1985094.992717 + Penalty 4738.995498 = -1980355.997219
  nChanged 14
		SP:Iteration 47Q (5545.890000 sec): 3 clusters
  Score: Raw -1985101.336959 + Penalty 4738.995498 = -1980362.341461
  nChanged 7
		SP:Iteration 48Q (5545.930000 sec): 3 clusters
  Score: Raw -1985105.086097 + Penalty 4738.995498 = -1980366.090599
  nChanged 12
		SP:Iteration 49Q (5545.970000 sec): 3 clusters
  Score: Raw -1985112.011181 + Penalty 4738.995498 = -1980373.015683
  nChanged 8
		SP:Iteration 50Q (5546.010000 sec): 3 clusters
  Score: Raw -1985114.847095 + Penalty 4738.995498 = -1980375.851597
  nChanged 4
		SP:Iteration 51Q (5546.050000 sec): 3 clusters
  Score: Raw -1985115.992586 + Penalty 4738.995498 = -1980376.997088
  nChanged 5
		SP:Iteration 52Q (5546.080000 sec): 3 clusters
  Score: Raw -1985118.508561 + Penalty 4738.995498 = -1980379.513063
  nChanged 6
		SP:Iteration 53Q (5546.120000 sec): 3 clusters
  Score: Raw -1985121.154598 + Penalty 4738.995498 = -1980382.159100
  nChanged 4
		SP:Iteration 54Q (5546.160000 sec): 3 clusters
  Score: Raw -1985122.734000 + Penalty 4738.995498 = -1980383.738502
  nChanged 2
		SP:Iteration 55Q (5546.200000 sec): 3 clusters
  Score: Raw -1985123.542023 + Penalty 4738.995498 = -1980384.546525
  nChanged 0
		SP:Iteration 56F (5546.250000 sec): 3 clusters
  Score: Raw -1985123.542023 + Penalty 4738.995498 = -1980384.546525
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5546.250000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5546.260000 sec): 3 clusters
  Score: Raw -73225.138210 + Penalty 3074.445443 = -70150.692767
  nChanged 82
		SP:Iteration 1F (5546.260000 sec): 3 clusters
  Score: Raw -73359.440636 + Penalty 3074.445443 = -70284.995193
  nChanged 21
		SP:Iteration 2Q (5546.260000 sec): 3 clusters
  Score: Raw -73395.969574 + Penalty 3074.445443 = -70321.524131
  nChanged 5
		SP:Iteration 3Q (5546.260000 sec): 3 clusters
  Score: Raw -73412.864363 + Penalty 3074.445443 = -70338.418920
  nChanged 4
		SP:Iteration 4Q (5546.260000 sec): 3 clusters
  Score: Raw -73425.870283 + Penalty 3074.445443 = -70351.424840
  nChanged 5
		SP:Iteration 5Q (5546.270000 sec): 3 clusters
  Score: Raw -73435.493311 + Penalty 3074.445443 = -70361.047867
  nChanged 3
		SP:Iteration 6Q (5546.270000 sec): 3 clusters
  Score: Raw -73444.805060 + Penalty 3074.445443 = -70370.359617
  nChanged 5
		SP:Iteration 7Q (5546.270000 sec): 3 clusters
  Score: Raw -73458.671470 + Penalty 3074.445443 = -70384.226026
  nChanged 1
		SP:Iteration 8Q (5546.270000 sec): 3 clusters
  Score: Raw -73459.458087 + Penalty 3074.445443 = -70385.012644
  nChanged 0
		SP:Iteration 9F (5546.270000 sec): 3 clusters
  Score: Raw -73459.458087 + Penalty 3074.445443 = -70385.012644
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5546.280000 sec): 2 clusters
  Score: Raw -310878.010205 + Penalty 1906.509614 = -308971.500591
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5546.290000 sec): 3 clusters
  Score: Raw -310001.729150 + Penalty 3813.019228 = -306188.709922
  nChanged 702
		SP:Iteration 1F (5546.300000 sec): 3 clusters
  Score: Raw -310493.810873 + Penalty 3813.019228 = -306680.791645
  nChanged 176
		SP:Iteration 2F (5546.310000 sec): 3 clusters
  Score: Raw -310637.990836 + Penalty 3813.019228 = -306824.971608
  nChanged 102
		SP:Iteration 3Q (5546.310000 sec): 3 clusters
  Score: Raw -310717.091902 + Penalty 3813.019228 = -306904.072674
  nChanged 64
		SP:Iteration 4Q (5546.320000 sec): 3 clusters
  Score: Raw -310758.424818 + Penalty 3813.019228 = -306945.405590
  nChanged 38
		SP:Iteration 5Q (5546.330000 sec): 3 clusters
  Score: Raw -310786.737287 + Penalty 3813.019228 = -306973.718059
  nChanged 19
		SP:Iteration 6Q (5546.340000 sec): 3 clusters
  Score: Raw -310802.973957 + Penalty 3813.019228 = -306989.954729
  nChanged 19
		SP:Iteration 7Q (5546.350000 sec): 3 clusters
  Score: Raw -310813.981025 + Penalty 3813.019228 = -307000.961797
  nChanged 10
		SP:Iteration 8Q (5546.350000 sec): 3 clusters
  Score: Raw -310821.664400 + Penalty 3813.019228 = -307008.645172
  nChanged 11
		SP:Iteration 9Q (5546.360000 sec): 3 clusters
  Score: Raw -310829.752720 + Penalty 3813.019228 = -307016.733492
  nChanged 11
		SP:Iteration 10Q (5546.370000 sec): 3 clusters
  Score: Raw -310838.064162 + Penalty 3813.019228 = -307025.044934
  nChanged 5
		SP:Iteration 11Q (5546.380000 sec): 3 clusters
  Score: Raw -310840.976494 + Penalty 3813.019228 = -307027.957266
  nChanged 6
		SP:Iteration 12Q (5546.380000 sec): 3 clusters
  Score: Raw -310846.211618 + Penalty 3813.019228 = -307033.192390
  nChanged 7
		SP:Iteration 13Q (5546.390000 sec): 3 clusters
  Score: Raw -310848.913816 + Penalty 3813.019228 = -307035.894588
  nChanged 1
		SP:Iteration 14Q (5546.400000 sec): 3 clusters
  Score: Raw -310849.320081 + Penalty 3813.019228 = -307036.300853
  nChanged 4
		SP:Iteration 15Q (5546.410000 sec): 3 clusters
  Score: Raw -310850.624388 + Penalty 3813.019228 = -307037.605160
  nChanged 6
		SP:Iteration 16Q (5546.410000 sec): 3 clusters
  Score: Raw -310853.468260 + Penalty 3813.019228 = -307040.449032
  nChanged 2
		SP:Iteration 17Q (5546.420000 sec): 3 clusters
  Score: Raw -310855.146776 + Penalty 3813.019228 = -307042.127548
  nChanged 2
		SP:Iteration 18Q (5546.430000 sec): 3 clusters
  Score: Raw -310855.966529 + Penalty 3813.019228 = -307042.947301
  nChanged 1
		SP:Iteration 19Q (5546.440000 sec): 3 clusters
  Score: Raw -310856.287915 + Penalty 3813.019228 = -307043.268687
  nChanged 0
		SP:Iteration 20F (5546.450000 sec): 3 clusters
  Score: Raw -310856.287915 + Penalty 3813.019228 = -307043.268687
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31637 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5546.550000 sec): 2 clusters
  Score: Raw -4620785.613031 + Penalty 2569.796485 = -4618215.816546
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5546.670000 sec): 3 clusters
  Score: Raw -4601631.757045 + Penalty 5139.592970 = -4596492.164075
  nChanged 14336
		SP:Iteration 1F (5546.780000 sec): 3 clusters
  Score: Raw -4609687.371999 + Penalty 5139.592970 = -4604547.779029
  nChanged 1525
		SP:Iteration 2Q (5546.890000 sec): 3 clusters
  Score: Raw -4610314.112355 + Penalty 5139.592970 = -4605174.519385
  nChanged 1518
		SP:Iteration 3Q (5547.010000 sec): 3 clusters
  Score: Raw -4611073.126864 + Penalty 5139.592970 = -4605933.533894
  nChanged 1556
		SP:Iteration 4Q (5547.130000 sec): 3 clusters
  Score: Raw -4612012.854284 + Penalty 5139.592970 = -4606873.261314
  nChanged 1586
		SP:Iteration 5F (5547.250000 sec): 3 clusters
  Score: Raw -4613083.022699 + Penalty 5139.592970 = -4607943.429729
  nChanged 1635
		SP:Iteration 6F (5547.370000 sec): 3 clusters
  Score: Raw -4614184.061441 + Penalty 5139.592970 = -4609044.468471
  nChanged 1596
		SP:Iteration 7F (5547.480000 sec): 3 clusters
  Score: Raw -4615261.987779 + Penalty 5139.592970 = -4610122.394809
  nChanged 1524
		SP:Iteration 8Q (5547.600000 sec): 3 clusters
  Score: Raw -4616306.277800 + Penalty 5139.592970 = -4611166.684830
  nChanged 1394
		SP:Iteration 9Q (5547.710000 sec): 3 clusters
  Score: Raw -4617277.764328 + Penalty 5139.592970 = -4612138.171358
  nChanged 1244
		SP:Iteration 10Q (5547.820000 sec): 3 clusters
  Score: Raw -4618089.832348 + Penalty 5139.592970 = -4612950.239378
  nChanged 1063
		SP:Iteration 11Q (5547.930000 sec): 3 clusters
  Score: Raw -4618766.739980 + Penalty 5139.592970 = -4613627.147010
  nChanged 918
		SP:Iteration 12Q (5548.030000 sec): 3 clusters
  Score: Raw -4619328.114949 + Penalty 5139.592970 = -4614188.521979
  nChanged 724
		SP:Iteration 13Q (5548.130000 sec): 3 clusters
  Score: Raw -4619759.733603 + Penalty 5139.592970 = -4614620.140633
  nChanged 544
		SP:Iteration 14Q (5548.230000 sec): 3 clusters
  Score: Raw -4620072.534919 + Penalty 5139.592970 = -4614932.941949
  nChanged 435
		SP:Iteration 15Q (5548.320000 sec): 3 clusters
  Score: Raw -4620333.424824 + Penalty 5139.592970 = -4615193.831854
  nChanged 334
		SP:Iteration 16Q (5548.410000 sec): 3 clusters
  Score: Raw -4620515.879741 + Penalty 5139.592970 = -4615376.286771
  nChanged 269
		SP:Iteration 17Q (5548.510000 sec): 3 clusters
  Score: Raw -4620670.610995 + Penalty 5139.592970 = -4615531.018025
  nChanged 198
		SP:Iteration 18Q (5548.590000 sec): 3 clusters
  Score: Raw -4620781.669917 + Penalty 5139.592970 = -4615642.076947
  nChanged 133
		SP:Iteration 19Q (5548.680000 sec): 3 clusters
  Score: Raw -4620858.617194 + Penalty 5139.592970 = -4615719.024224
  nChanged 114
		SP:Iteration 20F (5548.800000 sec): 3 clusters
  Score: Raw -4620920.176782 + Penalty 5139.592970 = -4615780.583812
  nChanged 86
		SP:Iteration 21Q (5548.890000 sec): 3 clusters
  Score: Raw -4620963.106801 + Penalty 5139.592970 = -4615823.513831
  nChanged 63
		SP:Iteration 22Q (5548.970000 sec): 3 clusters
  Score: Raw -4620993.555260 + Penalty 5139.592970 = -4615853.962290
  nChanged 53
		SP:Iteration 23Q (5549.050000 sec): 3 clusters
  Score: Raw -4621021.938198 + Penalty 5139.592970 = -4615882.345228
  nChanged 46
		SP:Iteration 24Q (5549.140000 sec): 3 clusters
  Score: Raw -4621044.788922 + Penalty 5139.592970 = -4615905.195952
  nChanged 31
		SP:Iteration 25Q (5549.230000 sec): 3 clusters
  Score: Raw -4621062.051547 + Penalty 5139.592970 = -4615922.458577
  nChanged 33
		SP:Iteration 26Q (5549.310000 sec): 3 clusters
  Score: Raw -4621083.202725 + Penalty 5139.592970 = -4615943.609755
  nChanged 25
		SP:Iteration 27Q (5549.390000 sec): 3 clusters
  Score: Raw -4621096.951580 + Penalty 5139.592970 = -4615957.358610
  nChanged 24
		SP:Iteration 28Q (5549.480000 sec): 3 clusters
  Score: Raw -4621108.884738 + Penalty 5139.592970 = -4615969.291768
  nChanged 20
		SP:Iteration 29Q (5549.560000 sec): 3 clusters
  Score: Raw -4621119.612669 + Penalty 5139.592970 = -4615980.019699
  nChanged 16
		SP:Iteration 30Q (5549.650000 sec): 3 clusters
  Score: Raw -4621126.421774 + Penalty 5139.592970 = -4615986.828804
  nChanged 9
		SP:Iteration 31Q (5549.730000 sec): 3 clusters
  Score: Raw -4621130.284014 + Penalty 5139.592970 = -4615990.691044
  nChanged 6
		SP:Iteration 32Q (5549.820000 sec): 3 clusters
  Score: Raw -4621133.295787 + Penalty 5139.592970 = -4615993.702817
  nChanged 5
		SP:Iteration 33Q (5549.900000 sec): 3 clusters
  Score: Raw -4621135.095754 + Penalty 5139.592970 = -4615995.502784
  nChanged 5
		SP:Iteration 34Q (5549.990000 sec): 3 clusters
  Score: Raw -4621138.267009 + Penalty 5139.592970 = -4615998.674039
  nChanged 5
		SP:Iteration 35Q (5550.070000 sec): 3 clusters
  Score: Raw -4621140.822779 + Penalty 5139.592970 = -4616001.229809
  nChanged 9
		SP:Iteration 36Q (5550.150000 sec): 3 clusters
  Score: Raw -4621145.394465 + Penalty 5139.592970 = -4616005.801495
  nChanged 10
		SP:Iteration 37Q (5550.230000 sec): 3 clusters
  Score: Raw -4621151.926833 + Penalty 5139.592970 = -4616012.333863
  nChanged 6
		SP:Iteration 38Q (5550.310000 sec): 3 clusters
  Score: Raw -4621154.498169 + Penalty 5139.592970 = -4616014.905199
  nChanged 4
		SP:Iteration 39Q (5550.400000 sec): 3 clusters
  Score: Raw -4621156.420821 + Penalty 5139.592970 = -4616016.827852
  nChanged 4
		SP:Iteration 40F (5550.510000 sec): 3 clusters
  Score: Raw -4621158.747278 + Penalty 5139.592970 = -4616019.154308
  nChanged 4
		SP:Iteration 41Q (5550.590000 sec): 3 clusters
  Score: Raw -4621160.990703 + Penalty 5139.592970 = -4616021.397733
  nChanged 2
		SP:Iteration 42Q (5550.670000 sec): 3 clusters
  Score: Raw -4621161.811909 + Penalty 5139.592970 = -4616022.218939
  nChanged 2
		SP:Iteration 43Q (5550.760000 sec): 3 clusters
  Score: Raw -4621162.463548 + Penalty 5139.592970 = -4616022.870578
  nChanged 2
		SP:Iteration 44Q (5550.840000 sec): 3 clusters
  Score: Raw -4621163.786195 + Penalty 5139.592970 = -4616024.193225
  nChanged 3
		SP:Iteration 45Q (5550.920000 sec): 3 clusters
  Score: Raw -4621166.043374 + Penalty 5139.592970 = -4616026.450404
  nChanged 4
		SP:Iteration 46Q (5551.000000 sec): 3 clusters
  Score: Raw -4621169.607377 + Penalty 5139.592970 = -4616030.014407
  nChanged 8
		SP:Iteration 47Q (5551.090000 sec): 3 clusters
  Score: Raw -4621174.936497 + Penalty 5139.592970 = -4616035.343527
  nChanged 9
		SP:Iteration 48Q (5551.170000 sec): 3 clusters
  Score: Raw -4621179.715316 + Penalty 5139.592970 = -4616040.122346
  nChanged 8
		SP:Iteration 49Q (5551.250000 sec): 3 clusters
  Score: Raw -4621185.398599 + Penalty 5139.592970 = -4616045.805629
  nChanged 4
		SP:Iteration 50Q (5551.330000 sec): 3 clusters
  Score: Raw -4621187.204871 + Penalty 5139.592970 = -4616047.611901
  nChanged 1
		SP:Iteration 51Q (5551.410000 sec): 3 clusters
  Score: Raw -4621187.471200 + Penalty 5139.592970 = -4616047.878230
  nChanged 0
		SP:Iteration 52F (5551.530000 sec): 3 clusters
  Score: Raw -4621187.471200 + Penalty 5139.592970 = -4616047.878230
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5551.840000 sec): 2 clusters
  Score: Raw -14347520.959619 + Penalty 2851.907604 = -14344669.052014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5552.210000 sec): 3 clusters
  Score: Raw -14284340.021313 + Penalty 5703.815209 = -14278636.206104
  nChanged 46367
		SP:Iteration 1F (5552.570000 sec): 3 clusters
  Score: Raw -14310997.680260 + Penalty 5703.815209 = -14305293.865051
  nChanged 3866
		SP:Iteration 2Q (5552.940000 sec): 3 clusters
  Score: Raw -14312298.155703 + Penalty 5703.815209 = -14306594.340494
  nChanged 4894
		SP:Iteration 3Q (5553.310000 sec): 3 clusters
  Score: Raw -14314625.447168 + Penalty 5703.815209 = -14308921.631959
  nChanged 6690
		SP:Iteration 4F (5553.680000 sec): 3 clusters
  Score: Raw -14318981.293255 + Penalty 5703.815209 = -14313277.478046
  nChanged 8586
		SP:Iteration 5F (5554.040000 sec): 3 clusters
  Score: Raw -14326094.534902 + Penalty 5703.815209 = -14320390.719694
  nChanged 9045
		SP:Iteration 6F (5554.400000 sec): 3 clusters
  Score: Raw -14334883.700431 + Penalty 5703.815209 = -14329179.885222
  nChanged 7082
		SP:Iteration 7F (5554.760000 sec): 3 clusters
  Score: Raw -14342079.653691 + Penalty 5703.815209 = -14336375.838483
  nChanged 3726
		SP:Iteration 8Q (5555.110000 sec): 3 clusters
  Score: Raw -14345655.730070 + Penalty 5703.815209 = -14339951.914861
  nChanged 1487
		SP:Iteration 9Q (5555.420000 sec): 3 clusters
  Score: Raw -14346990.711775 + Penalty 5703.815209 = -14341286.896566
  nChanged 527
		SP:Iteration 10Q (5555.700000 sec): 3 clusters
  Score: Raw -14347498.529814 + Penalty 5703.815209 = -14341794.714606
  nChanged 210
		SP:Iteration 11Q (5555.970000 sec): 3 clusters
  Score: Raw -14347714.212635 + Penalty 5703.815209 = -14342010.397426
  nChanged 84
		SP:Iteration 12Q (5556.230000 sec): 3 clusters
  Score: Raw -14347811.050082 + Penalty 5703.815209 = -14342107.234873
  nChanged 45
		SP:Iteration 13Q (5556.490000 sec): 3 clusters
  Score: Raw -14347857.876653 + Penalty 5703.815209 = -14342154.061445
  nChanged 24
		SP:Iteration 14Q (5556.740000 sec): 3 clusters
  Score: Raw -14347883.320466 + Penalty 5703.815209 = -14342179.505257
  nChanged 18
		SP:Iteration 15Q (5556.990000 sec): 3 clusters
  Score: Raw -14347910.210923 + Penalty 5703.815209 = -14342206.395714
  nChanged 21
		SP:Iteration 16Q (5557.250000 sec): 3 clusters
  Score: Raw -14347946.727135 + Penalty 5703.815209 = -14342242.911926
  nChanged 17
		SP:Iteration 17Q (5557.500000 sec): 3 clusters
  Score: Raw -14347967.788502 + Penalty 5703.815209 = -14342263.973293
  nChanged 10
		SP:Iteration 18Q (5557.750000 sec): 3 clusters
  Score: Raw -14347980.419327 + Penalty 5703.815209 = -14342276.604118
  nChanged 9
		SP:Iteration 19Q (5558.000000 sec): 3 clusters
  Score: Raw -14347989.375728 + Penalty 5703.815209 = -14342285.560519
  nChanged 5
		SP:Iteration 20F (5558.360000 sec): 3 clusters
  Score: Raw -14347996.073239 + Penalty 5703.815209 = -14342292.258030
  nChanged 3
		SP:Iteration 21Q (5558.610000 sec): 3 clusters
  Score: Raw -14348000.405359 + Penalty 5703.815209 = -14342296.590150
  nChanged 2
		SP:Iteration 22Q (5558.860000 sec): 3 clusters
  Score: Raw -14348002.118232 + Penalty 5703.815209 = -14342298.303023
  nChanged 0
		SP:Iteration 23F (5559.220000 sec): 3 clusters
  Score: Raw -14348002.118232 + Penalty 5703.815209 = -14342298.303023
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (35708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5559.350000 sec): 2 clusters
  Score: Raw -5539356.140882 + Penalty 2599.816248 = -5536756.324634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5559.480000 sec): 3 clusters
  Score: Raw -5517622.802923 + Penalty 5199.632496 = -5512423.170427
  nChanged 16177
		SP:Iteration 1F (5559.610000 sec): 3 clusters
  Score: Raw -5526432.788781 + Penalty 5199.632496 = -5521233.156285
  nChanged 1534
		SP:Iteration 2Q (5559.740000 sec): 3 clusters
  Score: Raw -5526900.937256 + Penalty 5199.632496 = -5521701.304760
  nChanged 1450
		SP:Iteration 3Q (5559.880000 sec): 3 clusters
  Score: Raw -5527350.230815 + Penalty 5199.632496 = -5522150.598319
  nChanged 1365
		SP:Iteration 4Q (5560.010000 sec): 3 clusters
  Score: Raw -5527784.352674 + Penalty 5199.632496 = -5522584.720178
  nChanged 1351
		SP:Iteration 5Q (5560.140000 sec): 3 clusters
  Score: Raw -5528263.556693 + Penalty 5199.632496 = -5523063.924197
  nChanged 1439
		SP:Iteration 6Q (5560.270000 sec): 3 clusters
  Score: Raw -5528878.608415 + Penalty 5199.632496 = -5523678.975919
  nChanged 1623
		SP:Iteration 7Q (5560.400000 sec): 3 clusters
  Score: Raw -5529699.307503 + Penalty 5199.632496 = -5524499.675007
  nChanged 1867
		SP:Iteration 8F (5560.530000 sec): 3 clusters
  Score: Raw -5530808.179337 + Penalty 5199.632496 = -5525608.546841
  nChanged 2230
		SP:Iteration 9F (5560.660000 sec): 3 clusters
  Score: Raw -5532371.116441 + Penalty 5199.632496 = -5527171.483945
  nChanged 2368
		SP:Iteration 10F (5560.790000 sec): 3 clusters
  Score: Raw -5534234.583129 + Penalty 5199.632496 = -5529034.950633
  nChanged 2212
		SP:Iteration 11F (5560.920000 sec): 3 clusters
  Score: Raw -5536113.890914 + Penalty 5199.632496 = -5530914.258418
  nChanged 1758
		SP:Iteration 12Q (5561.040000 sec): 3 clusters
  Score: Raw -5537689.564418 + Penalty 5199.632496 = -5532489.931922
  nChanged 1071
		SP:Iteration 13Q (5561.150000 sec): 3 clusters
  Score: Raw -5538663.195372 + Penalty 5199.632496 = -5533463.562876
  nChanged 561
		SP:Iteration 14Q (5561.260000 sec): 3 clusters
  Score: Raw -5539193.443902 + Penalty 5199.632496 = -5533993.811406
  nChanged 213
		SP:Iteration 15Q (5561.350000 sec): 3 clusters
  Score: Raw -5539397.284663 + Penalty 5199.632496 = -5534197.652167
  nChanged 95
		SP:Iteration 16Q (5561.450000 sec): 3 clusters
  Score: Raw -5539500.209007 + Penalty 5199.632496 = -5534300.576511
  nChanged 45
		SP:Iteration 17Q (5561.540000 sec): 3 clusters
  Score: Raw -5539550.232585 + Penalty 5199.632496 = -5534350.600089
  nChanged 20
		SP:Iteration 18Q (5561.630000 sec): 3 clusters
  Score: Raw -5539572.586162 + Penalty 5199.632496 = -5534372.953666
  nChanged 14
		SP:Iteration 19Q (5561.720000 sec): 3 clusters
  Score: Raw -5539586.174396 + Penalty 5199.632496 = -5534386.541900
  nChanged 9
		SP:Iteration 20F (5561.850000 sec): 3 clusters
  Score: Raw -5539594.961057 + Penalty 5199.632496 = -5534395.328561
  nChanged 7
		SP:Iteration 21Q (5561.940000 sec): 3 clusters
  Score: Raw -5539601.924693 + Penalty 5199.632496 = -5534402.292197
  nChanged 2
		SP:Iteration 22Q (5562.030000 sec): 3 clusters
  Score: Raw -5539604.557863 + Penalty 5199.632496 = -5534404.925367
  nChanged 3
		SP:Iteration 23Q (5562.120000 sec): 3 clusters
  Score: Raw -5539610.479934 + Penalty 5199.632496 = -5534410.847438
  nChanged 1
		SP:Iteration 24Q (5562.210000 sec): 3 clusters
  Score: Raw -5539611.282139 + Penalty 5199.632496 = -5534411.649643
  nChanged 1
		SP:Iteration 25Q (5562.300000 sec): 3 clusters
  Score: Raw -5539612.134669 + Penalty 5199.632496 = -5534412.502173
  nChanged 0
		SP:Iteration 26F (5562.430000 sec): 3 clusters
  Score: Raw -5539612.134669 + Penalty 5199.632496 = -5534412.502173
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5562.750000 sec): 2 clusters
  Score: Raw -14576585.958374 + Penalty 2851.900065 = -14573734.058309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5563.110000 sec): 3 clusters
  Score: Raw -14513267.021653 + Penalty 5703.800129 = -14507563.221524
  nChanged 46753
		SP:Iteration 1F (5563.480000 sec): 3 clusters
  Score: Raw -14539365.165180 + Penalty 5703.800129 = -14533661.365051
  nChanged 2940
		SP:Iteration 2Q (5563.850000 sec): 3 clusters
  Score: Raw -14539950.407804 + Penalty 5703.800129 = -14534246.607675
  nChanged 2805
		SP:Iteration 3Q (5564.230000 sec): 3 clusters
  Score: Raw -14540520.958258 + Penalty 5703.800129 = -14534817.158129
  nChanged 2808
		SP:Iteration 4Q (5564.600000 sec): 3 clusters
  Score: Raw -14541105.276710 + Penalty 5703.800129 = -14535401.476581
  nChanged 2862
		SP:Iteration 5Q (5564.970000 sec): 3 clusters
  Score: Raw -14541729.644260 + Penalty 5703.800129 = -14536025.844131
  nChanged 2962
		SP:Iteration 6Q (5565.340000 sec): 3 clusters
  Score: Raw -14542475.016296 + Penalty 5703.800129 = -14536771.216166
  nChanged 3373
		SP:Iteration 7Q (5565.720000 sec): 3 clusters
  Score: Raw -14543483.387310 + Penalty 5703.800129 = -14537779.587181
  nChanged 3983
		SP:Iteration 8Q (5566.090000 sec): 3 clusters
  Score: Raw -14544911.764356 + Penalty 5703.800129 = -14539207.964226
  nChanged 4687
		SP:Iteration 9Q (5566.470000 sec): 3 clusters
  Score: Raw -14546931.102712 + Penalty 5703.800129 = -14541227.302583
  nChanged 5390
		SP:Iteration 10F (5566.830000 sec): 3 clusters
  Score: Raw -14549744.771288 + Penalty 5703.800129 = -14544040.971159
  nChanged 6171
		SP:Iteration 11F (5567.200000 sec): 3 clusters
  Score: Raw -14553620.240575 + Penalty 5703.800129 = -14547916.440446
  nChanged 6561
		SP:Iteration 12F (5567.560000 sec): 3 clusters
  Score: Raw -14558308.113263 + Penalty 5703.800129 = -14552604.313133
  nChanged 6425
		SP:Iteration 13F (5567.920000 sec): 3 clusters
  Score: Raw -14563417.430685 + Penalty 5703.800129 = -14557713.630556
  nChanged 5630
		SP:Iteration 14F (5568.290000 sec): 3 clusters
  Score: Raw -14568092.583870 + Penalty 5703.800129 = -14562388.783740
  nChanged 4185
		SP:Iteration 15Q (5568.650000 sec): 3 clusters
  Score: Raw -14571650.591505 + Penalty 5703.800129 = -14565946.791375
  nChanged 2766
		SP:Iteration 16Q (5568.980000 sec): 3 clusters
  Score: Raw -14573894.291182 + Penalty 5703.800129 = -14568190.491053
  nChanged 1635
		SP:Iteration 17Q (5569.290000 sec): 3 clusters
  Score: Raw -14575183.296919 + Penalty 5703.800129 = -14569479.496789
  nChanged 973
		SP:Iteration 18Q (5569.590000 sec): 3 clusters
  Score: Raw -14575925.223854 + Penalty 5703.800129 = -14570221.423725
  nChanged 519
		SP:Iteration 19Q (5569.860000 sec): 3 clusters
  Score: Raw -14576304.798627 + Penalty 5703.800129 = -14570600.998498
  nChanged 320
		SP:Iteration 20F (5570.220000 sec): 3 clusters
  Score: Raw -14576525.322507 + Penalty 5703.800129 = -14570821.522378
  nChanged 197
		SP:Iteration 21Q (5570.480000 sec): 3 clusters
  Score: Raw -14576653.730774 + Penalty 5703.800129 = -14570949.930644
  nChanged 147
		SP:Iteration 22Q (5570.740000 sec): 3 clusters
  Score: Raw -14576753.844038 + Penalty 5703.800129 = -14571050.043908
  nChanged 104
		SP:Iteration 23Q (5571.000000 sec): 3 clusters
  Score: Raw -14576830.283573 + Penalty 5703.800129 = -14571126.483444
  nChanged 86
		SP:Iteration 24Q (5571.250000 sec): 3 clusters
  Score: Raw -14576891.368651 + Penalty 5703.800129 = -14571187.568522
  nChanged 59
		SP:Iteration 25Q (5571.510000 sec): 3 clusters
  Score: Raw -14576932.303136 + Penalty 5703.800129 = -14571228.503007
  nChanged 40
		SP:Iteration 26Q (5571.760000 sec): 3 clusters
  Score: Raw -14576958.179955 + Penalty 5703.800129 = -14571254.379826
  nChanged 27
		SP:Iteration 27Q (5572.020000 sec): 3 clusters
  Score: Raw -14576976.128894 + Penalty 5703.800129 = -14571272.328765
  nChanged 18
		SP:Iteration 28Q (5572.270000 sec): 3 clusters
  Score: Raw -14576983.951197 + Penalty 5703.800129 = -14571280.151068
  nChanged 15
		SP:Iteration 29Q (5572.520000 sec): 3 clusters
  Score: Raw -14576992.946160 + Penalty 5703.800129 = -14571289.146031
  nChanged 10
		SP:Iteration 30Q (5572.780000 sec): 3 clusters
  Score: Raw -14576999.101679 + Penalty 5703.800129 = -14571295.301550
  nChanged 13
		SP:Iteration 31Q (5573.030000 sec): 3 clusters
  Score: Raw -14577007.180669 + Penalty 5703.800129 = -14571303.380540
  nChanged 8
		SP:Iteration 32Q (5573.280000 sec): 3 clusters
  Score: Raw -14577011.265119 + Penalty 5703.800129 = -14571307.464989
  nChanged 4
		SP:Iteration 33Q (5573.530000 sec): 3 clusters
  Score: Raw -14577013.474860 + Penalty 5703.800129 = -14571309.674731
  nChanged 7
		SP:Iteration 34Q (5573.780000 sec): 3 clusters
  Score: Raw -14577016.208671 + Penalty 5703.800129 = -14571312.408542
  nChanged 6
		SP:Iteration 35Q (5574.040000 sec): 3 clusters
  Score: Raw -14577020.028401 + Penalty 5703.800129 = -14571316.228272
  nChanged 3
		SP:Iteration 36Q (5574.290000 sec): 3 clusters
  Score: Raw -14577021.768899 + Penalty 5703.800129 = -14571317.968770
  nChanged 3
		SP:Iteration 37Q (5574.540000 sec): 3 clusters
  Score: Raw -14577023.879669 + Penalty 5703.800129 = -14571320.079539
  nChanged 3
		SP:Iteration 38Q (5574.790000 sec): 3 clusters
  Score: Raw -14577025.560538 + Penalty 5703.800129 = -14571321.760408
  nChanged 1
		SP:Iteration 39Q (5575.050000 sec): 3 clusters
  Score: Raw -14577026.836228 + Penalty 5703.800129 = -14571323.036099
  nChanged 1
		SP:Iteration 40F (5575.410000 sec): 3 clusters
  Score: Raw -14577027.469007 + Penalty 5703.800129 = -14571323.668878
  nChanged 3
		SP:Iteration 41Q (5575.660000 sec): 3 clusters
  Score: Raw -14577028.904337 + Penalty 5703.800129 = -14571325.104207
  nChanged 1
		SP:Iteration 42Q (5575.910000 sec): 3 clusters
  Score: Raw -14577029.516146 + Penalty 5703.800129 = -14571325.716017
  nChanged 0
		SP:Iteration 43F (5576.270000 sec): 3 clusters
  Score: Raw -14577029.516146 + Penalty 5703.800129 = -14571325.716017
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5576.310000 sec): 2 clusters
  Score: Raw -45040.769262 + Penalty 1466.548745 = -43574.220517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5576.310000 sec): 3 clusters
  Score: Raw -45342.084219 + Penalty 2933.097491 = -42408.986728
  nChanged 84
		SP:Iteration 1F (5576.310000 sec): 3 clusters
  Score: Raw -45949.879262 + Penalty 2933.097491 = -43016.781771
  nChanged 25
		SP:Iteration 2F (5576.310000 sec): 3 clusters
  Score: Raw -46138.911610 + Penalty 2933.097491 = -43205.814119
  nChanged 14
		SP:Iteration 3Q (5576.310000 sec): 3 clusters
  Score: Raw -46261.473115 + Penalty 2933.097491 = -43328.375624
  nChanged 11
		SP:Iteration 4Q (5576.310000 sec): 3 clusters
  Score: Raw -46394.062419 + Penalty 2933.097491 = -43460.964928
  nChanged 16
		SP:Iteration 5Q (5576.310000 sec): 3 clusters
  Score: Raw -46535.684522 + Penalty 2933.097491 = -43602.587031
  nChanged 17
		SP:Iteration 6Q (5576.310000 sec): 3 clusters
  Score: Raw -46687.848271 + Penalty 2933.097491 = -43754.750780
  nChanged 16
		SP:Iteration 7Q (5576.320000 sec): 3 clusters
  Score: Raw -46968.538605 + Penalty 2933.097491 = -44035.441114
  nChanged 18
		SP:Iteration 8Q (5576.320000 sec): 3 clusters
  Score: Raw -47404.883133 + Penalty 2933.097491 = -44471.785643
  nChanged 12
		SP:Iteration 9Q (5576.320000 sec): 3 clusters
  Score: Raw -47592.057311 + Penalty 2933.097491 = -44658.959820
  nChanged 8
		SP:Iteration 10Q (5576.320000 sec): 3 clusters
  Score: Raw -47729.604431 + Penalty 2933.097491 = -44796.506940
  nChanged 4
		SP:Iteration 11Q (5576.320000 sec): 3 clusters
  Score: Raw -47753.507327 + Penalty 2933.097491 = -44820.409837
  nChanged 2
		SP:Iteration 12Q (5576.320000 sec): 3 clusters
  Score: Raw -47782.186976 + Penalty 2933.097491 = -44849.089485
  nChanged 2
		SP:Iteration 13Q (5576.320000 sec): 3 clusters
  Score: Raw -47823.576062 + Penalty 2933.097491 = -44890.478571
  nChanged 2
		SP:Iteration 14Q (5576.320000 sec): 3 clusters
  Score: Raw -47875.005616 + Penalty 2933.097491 = -44941.908126
  nChanged 0
		SP:Iteration 15F (5576.330000 sec): 3 clusters
  Score: Raw -47875.005616 + Penalty 2933.097491 = -44941.908126
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 35.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5576.500000 sec): 2 clusters
  Score: Raw -7505841.324569 + Penalty 2688.760096 = -7503152.564473
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5576.690000 sec): 3 clusters
  Score: Raw -7474082.290056 + Penalty 5377.520193 = -7468704.769863
  nChanged 23702
		SP:Iteration 1F (5576.870000 sec): 3 clusters
  Score: Raw -7487324.359048 + Penalty 5377.520193 = -7481946.838855
  nChanged 1876
		SP:Iteration 2Q (5577.070000 sec): 3 clusters
  Score: Raw -7487768.682681 + Penalty 5377.520193 = -7482391.162488
  nChanged 1705
		SP:Iteration 3Q (5577.260000 sec): 3 clusters
  Score: Raw -7488152.180893 + Penalty 5377.520193 = -7482774.660700
  nChanged 1563
		SP:Iteration 4Q (5577.450000 sec): 3 clusters
  Score: Raw -7488536.887610 + Penalty 5377.520193 = -7483159.367417
  nChanged 1676
		SP:Iteration 5Q (5577.640000 sec): 3 clusters
  Score: Raw -7489010.284528 + Penalty 5377.520193 = -7483632.764336
  nChanged 1878
		SP:Iteration 6Q (5577.830000 sec): 3 clusters
  Score: Raw -7489643.754053 + Penalty 5377.520193 = -7484266.233860
  nChanged 2213
		SP:Iteration 7Q (5578.020000 sec): 3 clusters
  Score: Raw -7490563.437709 + Penalty 5377.520193 = -7485185.917516
  nChanged 2592
		SP:Iteration 8F (5578.210000 sec): 3 clusters
  Score: Raw -7491822.705812 + Penalty 5377.520193 = -7486445.185619
  nChanged 2888
		SP:Iteration 9F (5578.390000 sec): 3 clusters
  Score: Raw -7493391.002015 + Penalty 5377.520193 = -7488013.481822
  nChanged 3006
		SP:Iteration 10F (5578.580000 sec): 3 clusters
  Score: Raw -7495178.713853 + Penalty 5377.520193 = -7489801.193660
  nChanged 2819
		SP:Iteration 11F (5578.770000 sec): 3 clusters
  Score: Raw -7496968.822439 + Penalty 5377.520193 = -7491591.302246
  nChanged 2586
		SP:Iteration 12F (5578.950000 sec): 3 clusters
  Score: Raw -7498691.582882 + Penalty 5377.520193 = -7493314.062689
  nChanged 2212
		SP:Iteration 13Q (5579.140000 sec): 3 clusters
  Score: Raw -7500285.025408 + Penalty 5377.520193 = -7494907.505215
  nChanged 1869
		SP:Iteration 14Q (5579.330000 sec): 3 clusters
  Score: Raw -7501699.071176 + Penalty 5377.520193 = -7496321.550983
  nChanged 1533
		SP:Iteration 15Q (5579.500000 sec): 3 clusters
  Score: Raw -7502931.575307 + Penalty 5377.520193 = -7497554.055114
  nChanged 1230
		SP:Iteration 16Q (5579.670000 sec): 3 clusters
  Score: Raw -7503889.371681 + Penalty 5377.520193 = -7498511.851489
  nChanged 850
		SP:Iteration 17Q (5579.830000 sec): 3 clusters
  Score: Raw -7504554.039654 + Penalty 5377.520193 = -7499176.519461
  nChanged 609
		SP:Iteration 18Q (5579.980000 sec): 3 clusters
  Score: Raw -7505003.780979 + Penalty 5377.520193 = -7499626.260786
  nChanged 456
		SP:Iteration 19Q (5580.120000 sec): 3 clusters
  Score: Raw -7505351.606051 + Penalty 5377.520193 = -7499974.085858
  nChanged 312
		SP:Iteration 20F (5580.310000 sec): 3 clusters
  Score: Raw -7505583.447943 + Penalty 5377.520193 = -7500205.927750
  nChanged 200
		SP:Iteration 21Q (5580.440000 sec): 3 clusters
  Score: Raw -7505729.773107 + Penalty 5377.520193 = -7500352.252914
  nChanged 150
		SP:Iteration 22Q (5580.570000 sec): 3 clusters
  Score: Raw -7505841.590682 + Penalty 5377.520193 = -7500464.070489
  nChanged 98
		SP:Iteration 23Q (5580.710000 sec): 3 clusters
  Score: Raw -7505925.004877 + Penalty 5377.520193 = -7500547.484684
  nChanged 81
		SP:Iteration 24Q (5580.840000 sec): 3 clusters
  Score: Raw -7505997.085795 + Penalty 5377.520193 = -7500619.565602
  nChanged 63
		SP:Iteration 25Q (5580.970000 sec): 3 clusters
  Score: Raw -7506056.433436 + Penalty 5377.520193 = -7500678.913243
  nChanged 51
		SP:Iteration 26Q (5581.100000 sec): 3 clusters
  Score: Raw -7506108.087972 + Penalty 5377.520193 = -7500730.567779
  nChanged 37
		SP:Iteration 27Q (5581.230000 sec): 3 clusters
  Score: Raw -7506142.329609 + Penalty 5377.520193 = -7500764.809416
  nChanged 26
		SP:Iteration 28Q (5581.360000 sec): 3 clusters
  Score: Raw -7506165.225027 + Penalty 5377.520193 = -7500787.704834
  nChanged 22
		SP:Iteration 29Q (5581.490000 sec): 3 clusters
  Score: Raw -7506184.630316 + Penalty 5377.520193 = -7500807.110123
  nChanged 19
		SP:Iteration 30Q (5581.620000 sec): 3 clusters
  Score: Raw -7506199.835281 + Penalty 5377.520193 = -7500822.315088
  nChanged 16
		SP:Iteration 31Q (5581.750000 sec): 3 clusters
  Score: Raw -7506212.922408 + Penalty 5377.520193 = -7500835.402215
  nChanged 8
		SP:Iteration 32Q (5581.870000 sec): 3 clusters
  Score: Raw -7506222.425650 + Penalty 5377.520193 = -7500844.905457
  nChanged 8
		SP:Iteration 33Q (5582.000000 sec): 3 clusters
  Score: Raw -7506229.376168 + Penalty 5377.520193 = -7500851.855975
  nChanged 4
		SP:Iteration 34Q (5582.130000 sec): 3 clusters
  Score: Raw -7506233.897479 + Penalty 5377.520193 = -7500856.377286
  nChanged 3
		SP:Iteration 35Q (5582.260000 sec): 3 clusters
  Score: Raw -7506238.348181 + Penalty 5377.520193 = -7500860.827988
  nChanged 4
		SP:Iteration 36Q (5582.390000 sec): 3 clusters
  Score: Raw -7506242.740484 + Penalty 5377.520193 = -7500865.220291
  nChanged 5
		SP:Iteration 37Q (5582.510000 sec): 3 clusters
  Score: Raw -7506246.827807 + Penalty 5377.520193 = -7500869.307614
  nChanged 5
		SP:Iteration 38Q (5582.650000 sec): 3 clusters
  Score: Raw -7506251.375368 + Penalty 5377.520193 = -7500873.855175
  nChanged 4
		SP:Iteration 39Q (5582.770000 sec): 3 clusters
  Score: Raw -7506255.422825 + Penalty 5377.520193 = -7500877.902632
  nChanged 2
		SP:Iteration 40F (5582.960000 sec): 3 clusters
  Score: Raw -7506257.038903 + Penalty 5377.520193 = -7500879.518710
  nChanged 2
		SP:Iteration 41Q (5583.090000 sec): 3 clusters
  Score: Raw -7506258.158513 + Penalty 5377.520193 = -7500880.638321
  nChanged 0
		SP:Iteration 42F (5583.270000 sec): 3 clusters
  Score: Raw -7506258.158513 + Penalty 5377.520193 = -7500880.638321
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5583.300000 sec): 2 clusters
  Score: Raw -61642.359494 + Penalty 1516.193181 = -60126.166314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5583.300000 sec): 3 clusters
  Score: Raw -61871.875936 + Penalty 3032.386361 = -58839.489575
  nChanged 90
		SP:Iteration 1F (5583.300000 sec): 3 clusters
  Score: Raw -62117.089762 + Penalty 3032.386361 = -59084.703401
  nChanged 40
		SP:Iteration 2F (5583.300000 sec): 3 clusters
  Score: Raw -62285.622146 + Penalty 3032.386361 = -59253.235785
  nChanged 37
		SP:Iteration 3F (5583.310000 sec): 3 clusters
  Score: Raw -62559.193188 + Penalty 3032.386361 = -59526.806827
  nChanged 30
		SP:Iteration 4F (5583.310000 sec): 3 clusters
  Score: Raw -62774.169856 + Penalty 3032.386361 = -59741.783495
  nChanged 25
		SP:Iteration 5F (5583.310000 sec): 3 clusters
  Score: Raw -63077.791348 + Penalty 3032.386361 = -60045.404987
  nChanged 22
		SP:Iteration 6Q (5583.310000 sec): 3 clusters
  Score: Raw -63295.356317 + Penalty 3032.386361 = -60262.969956
  nChanged 10
		SP:Iteration 7Q (5583.310000 sec): 3 clusters
  Score: Raw -63376.622799 + Penalty 3032.386361 = -60344.236438
  nChanged 5
		SP:Iteration 8Q (5583.310000 sec): 3 clusters
  Score: Raw -63407.272227 + Penalty 3032.386361 = -60374.885866
  nChanged 3
		SP:Iteration 9Q (5583.310000 sec): 3 clusters
  Score: Raw -63436.236551 + Penalty 3032.386361 = -60403.850190
  nChanged 4
		SP:Iteration 10Q (5583.310000 sec): 3 clusters
  Score: Raw -63458.405934 + Penalty 3032.386361 = -60426.019573
  nChanged 1
		SP:Iteration 11Q (5583.310000 sec): 3 clusters
  Score: Raw -63464.777568 + Penalty 3032.386361 = -60432.391207
  nChanged 0
		SP:Iteration 12F (5583.320000 sec): 3 clusters
  Score: Raw -63464.777568 + Penalty 3032.386361 = -60432.391207
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 36.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5583.320000 sec): 2 clusters
  Score: Raw -68373.416664 + Penalty 1528.502071 = -66844.914592
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5583.330000 sec): 3 clusters
  Score: Raw -68397.494779 + Penalty 3057.004143 = -65340.490637
  nChanged 84
		SP:Iteration 1F (5583.330000 sec): 3 clusters
  Score: Raw -68577.554544 + Penalty 3057.004143 = -65520.550401
  nChanged 11
		SP:Iteration 2Q (5583.330000 sec): 3 clusters
  Score: Raw -68600.004070 + Penalty 3057.004143 = -65542.999927
  nChanged 9
		SP:Iteration 3Q (5583.330000 sec): 3 clusters
  Score: Raw -68620.294728 + Penalty 3057.004143 = -65563.290585
  nChanged 4
		SP:Iteration 4Q (5583.330000 sec): 3 clusters
  Score: Raw -68628.885049 + Penalty 3057.004143 = -65571.880906
  nChanged 6
		SP:Iteration 5Q (5583.330000 sec): 3 clusters
  Score: Raw -68642.949135 + Penalty 3057.004143 = -65585.944993
  nChanged 4
		SP:Iteration 6Q (5583.330000 sec): 3 clusters
  Score: Raw -68648.449046 + Penalty 3057.004143 = -65591.444903
  nChanged 2
		SP:Iteration 7Q (5583.340000 sec): 3 clusters
  Score: Raw -68652.812008 + Penalty 3057.004143 = -65595.807865
  nChanged 6
		SP:Iteration 8Q (5583.340000 sec): 3 clusters
  Score: Raw -68666.193177 + Penalty 3057.004143 = -65609.189034
  nChanged 2
		SP:Iteration 9Q (5583.340000 sec): 3 clusters
  Score: Raw -68671.077961 + Penalty 3057.004143 = -65614.073818
  nChanged 1
		SP:Iteration 10Q (5583.340000 sec): 3 clusters
  Score: Raw -68673.403471 + Penalty 3057.004143 = -65616.399328
  nChanged 1
		SP:Iteration 11Q (5583.340000 sec): 3 clusters
  Score: Raw -68675.758332 + Penalty 3057.004143 = -65618.754189
  nChanged 1
		SP:Iteration 12Q (5583.350000 sec): 3 clusters
  Score: Raw -68677.854628 + Penalty 3057.004143 = -65620.850485
  nChanged 0
		SP:Iteration 13F (5583.350000 sec): 3 clusters
  Score: Raw -68677.854628 + Penalty 3057.004143 = -65620.850485
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (269310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5584.230000 sec): 2 clusters
  Score: Raw -39852363.477036 + Penalty 3100.897366 = -39849262.579670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5585.240000 sec): 3 clusters
  Score: Raw -39673833.049547 + Penalty 6201.794732 = -39667631.254815
  nChanged 130432
		SP:Iteration 1F (5586.230000 sec): 3 clusters
  Score: Raw -39750989.861141 + Penalty 6201.794732 = -39744788.066409
  nChanged 6418
		SP:Iteration 2Q (5587.250000 sec): 3 clusters
  Score: Raw -39752197.875728 + Penalty 6201.794732 = -39745996.080996
  nChanged 6875
		SP:Iteration 3Q (5588.270000 sec): 3 clusters
  Score: Raw -39753816.327572 + Penalty 6201.794732 = -39747614.532840
  nChanged 8428
		SP:Iteration 4Q (5589.290000 sec): 3 clusters
  Score: Raw -39756509.607012 + Penalty 6201.794732 = -39750307.812280
  nChanged 11183
		SP:Iteration 5Q (5590.310000 sec): 3 clusters
  Score: Raw -39761523.814849 + Penalty 6201.794732 = -39755322.020117
  nChanged 16114
		SP:Iteration 6F (5591.300000 sec): 3 clusters
  Score: Raw -39771393.119737 + Penalty 6201.794732 = -39765191.325005
  nChanged 21819
		SP:Iteration 7F (5592.290000 sec): 3 clusters
  Score: Raw -39788651.010560 + Penalty 6201.794732 = -39782449.215828
  nChanged 25176
		SP:Iteration 8F (5593.280000 sec): 3 clusters
  Score: Raw -39812176.468335 + Penalty 6201.794732 = -39805974.673603
  nChanged 22025
		SP:Iteration 9F (5594.270000 sec): 3 clusters
  Score: Raw -39834054.649852 + Penalty 6201.794732 = -39827852.855120
  nChanged 12854
		SP:Iteration 10Q (5595.170000 sec): 3 clusters
  Score: Raw -39846452.121233 + Penalty 6201.794732 = -39840250.326501
  nChanged 4868
		SP:Iteration 11Q (5595.970000 sec): 3 clusters
  Score: Raw -39850848.298035 + Penalty 6201.794732 = -39844646.503303
  nChanged 1301
		SP:Iteration 12Q (5596.690000 sec): 3 clusters
  Score: Raw -39852034.920294 + Penalty 6201.794732 = -39845833.125562
  nChanged 351
		SP:Iteration 13Q (5597.390000 sec): 3 clusters
  Score: Raw -39852416.354247 + Penalty 6201.794732 = -39846214.559515
  nChanged 101
		SP:Iteration 14Q (5598.070000 sec): 3 clusters
  Score: Raw -39852549.281097 + Penalty 6201.794732 = -39846347.486365
  nChanged 42
		SP:Iteration 15Q (5598.750000 sec): 3 clusters
  Score: Raw -39852601.392905 + Penalty 6201.794732 = -39846399.598173
  nChanged 17
		SP:Iteration 16Q (5599.430000 sec): 3 clusters
  Score: Raw -39852627.721655 + Penalty 6201.794732 = -39846425.926923
  nChanged 10
		SP:Iteration 17Q (5600.110000 sec): 3 clusters
  Score: Raw -39852644.015816 + Penalty 6201.794732 = -39846442.221084
  nChanged 10
		SP:Iteration 18Q (5600.790000 sec): 3 clusters
  Score: Raw -39852658.888820 + Penalty 6201.794732 = -39846457.094088
  nChanged 9
		SP:Iteration 19Q (5601.470000 sec): 3 clusters
  Score: Raw -39852675.060864 + Penalty 6201.794732 = -39846473.266132
  nChanged 8
		SP:Iteration 20F (5602.440000 sec): 3 clusters
  Score: Raw -39852685.867242 + Penalty 6201.794732 = -39846484.072510
  nChanged 3
		SP:Iteration 21Q (5603.110000 sec): 3 clusters
  Score: Raw -39852692.465577 + Penalty 6201.794732 = -39846490.670845
  nChanged 4
		SP:Iteration 22Q (5603.790000 sec): 3 clusters
  Score: Raw -39852697.867701 + Penalty 6201.794732 = -39846496.072969
  nChanged 2
		SP:Iteration 23Q (5604.460000 sec): 3 clusters
  Score: Raw -39852702.129885 + Penalty 6201.794732 = -39846500.335153
  nChanged 2
		SP:Iteration 24Q (5605.130000 sec): 3 clusters
  Score: Raw -39852704.970302 + Penalty 6201.794732 = -39846503.175570
  nChanged 1
		SP:Iteration 25Q (5605.810000 sec): 3 clusters
  Score: Raw -39852705.606427 + Penalty 6201.794732 = -39846503.811695
  nChanged 0
		SP:Iteration 26F (5606.780000 sec): 3 clusters
  Score: Raw -39852705.606427 + Penalty 6201.794732 = -39846503.811695
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5606.980000 sec): 2 clusters
  Score: Raw -5128971.374178 + Penalty 2584.393408 = -5126386.980770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5607.100000 sec): 3 clusters
  Score: Raw -5108545.873969 + Penalty 5168.786817 = -5103377.087153
  nChanged 15321
		SP:Iteration 1F (5607.220000 sec): 3 clusters
  Score: Raw -5116862.059016 + Penalty 5168.786817 = -5111693.272200
  nChanged 1437
		SP:Iteration 2Q (5607.350000 sec): 3 clusters
  Score: Raw -5117250.592884 + Penalty 5168.786817 = -5112081.806067
  nChanged 1281
		SP:Iteration 3Q (5607.480000 sec): 3 clusters
  Score: Raw -5117565.915115 + Penalty 5168.786817 = -5112397.128298
  nChanged 1049
		SP:Iteration 4Q (5607.600000 sec): 3 clusters
  Score: Raw -5117821.075871 + Penalty 5168.786817 = -5112652.289054
  nChanged 969
		SP:Iteration 5Q (5607.730000 sec): 3 clusters
  Score: Raw -5118054.251192 + Penalty 5168.786817 = -5112885.464375
  nChanged 922
		SP:Iteration 6Q (5607.850000 sec): 3 clusters
  Score: Raw -5118281.325753 + Penalty 5168.786817 = -5113112.538937
  nChanged 930
		SP:Iteration 7Q (5607.980000 sec): 3 clusters
  Score: Raw -5118546.475683 + Penalty 5168.786817 = -5113377.688867
  nChanged 991
		SP:Iteration 8Q (5608.100000 sec): 3 clusters
  Score: Raw -5118832.981255 + Penalty 5168.786817 = -5113664.194439
  nChanged 1101
		SP:Iteration 9Q (5608.230000 sec): 3 clusters
  Score: Raw -5119219.705026 + Penalty 5168.786817 = -5114050.918209
  nChanged 1267
		SP:Iteration 10Q (5608.360000 sec): 3 clusters
  Score: Raw -5119795.250292 + Penalty 5168.786817 = -5114626.463475
  nChanged 1526
		SP:Iteration 11Q (5608.480000 sec): 3 clusters
  Score: Raw -5120631.877847 + Penalty 5168.786817 = -5115463.091030
  nChanged 1737
		SP:Iteration 12F (5608.600000 sec): 3 clusters
  Score: Raw -5121779.332846 + Penalty 5168.786817 = -5116610.546029
  nChanged 1900
		SP:Iteration 13F (5608.730000 sec): 3 clusters
  Score: Raw -5123204.895894 + Penalty 5168.786817 = -5118036.109077
  nChanged 1932
		SP:Iteration 14F (5608.850000 sec): 3 clusters
  Score: Raw -5124653.022472 + Penalty 5168.786817 = -5119484.235655
  nChanged 1589
		SP:Iteration 15Q (5608.970000 sec): 3 clusters
  Score: Raw -5125633.248875 + Penalty 5168.786817 = -5120464.462058
  nChanged 1130
		SP:Iteration 16Q (5609.090000 sec): 3 clusters
  Score: Raw -5126125.921545 + Penalty 5168.786817 = -5120957.134728
  nChanged 682
		SP:Iteration 17Q (5609.210000 sec): 3 clusters
  Score: Raw -5126375.521757 + Penalty 5168.786817 = -5121206.734940
  nChanged 535
		SP:Iteration 18Q (5609.320000 sec): 3 clusters
  Score: Raw -5126575.981066 + Penalty 5168.786817 = -5121407.194250
  nChanged 469
		SP:Iteration 19Q (5609.440000 sec): 3 clusters
  Score: Raw -5126750.173777 + Penalty 5168.786817 = -5121581.386961
  nChanged 471
		SP:Iteration 20F (5609.560000 sec): 3 clusters
  Score: Raw -5126926.108135 + Penalty 5168.786817 = -5121757.321318
  nChanged 469
		SP:Iteration 21Q (5609.680000 sec): 3 clusters
  Score: Raw -5127098.424584 + Penalty 5168.786817 = -5121929.637767
  nChanged 480
		SP:Iteration 22Q (5609.790000 sec): 3 clusters
  Score: Raw -5127290.686073 + Penalty 5168.786817 = -5122121.899256
  nChanged 483
		SP:Iteration 23Q (5609.900000 sec): 3 clusters
  Score: Raw -5127495.264968 + Penalty 5168.786817 = -5122326.478151
  nChanged 449
		SP:Iteration 24Q (5610.010000 sec): 3 clusters
  Score: Raw -5127671.771696 + Penalty 5168.786817 = -5122502.984879
  nChanged 386
		SP:Iteration 25Q (5610.120000 sec): 3 clusters
  Score: Raw -5127809.778813 + Penalty 5168.786817 = -5122640.991996
  nChanged 341
		SP:Iteration 26Q (5610.220000 sec): 3 clusters
  Score: Raw -5127926.546439 + Penalty 5168.786817 = -5122757.759622
  nChanged 337
		SP:Iteration 27Q (5610.330000 sec): 3 clusters
  Score: Raw -5128048.472679 + Penalty 5168.786817 = -5122879.685862
  nChanged 300
		SP:Iteration 28Q (5610.440000 sec): 3 clusters
  Score: Raw -5128158.286113 + Penalty 5168.786817 = -5122989.499296
  nChanged 263
		SP:Iteration 29Q (5610.540000 sec): 3 clusters
  Score: Raw -5128248.931238 + Penalty 5168.786817 = -5123080.144422
  nChanged 261
		SP:Iteration 30Q (5610.640000 sec): 3 clusters
  Score: Raw -5128334.598835 + Penalty 5168.786817 = -5123165.812018
  nChanged 233
		SP:Iteration 31Q (5610.740000 sec): 3 clusters
  Score: Raw -5128412.682325 + Penalty 5168.786817 = -5123243.895508
  nChanged 227
		SP:Iteration 32Q (5610.850000 sec): 3 clusters
  Score: Raw -5128480.872673 + Penalty 5168.786817 = -5123312.085856
  nChanged 203
		SP:Iteration 33Q (5610.950000 sec): 3 clusters
  Score: Raw -5128541.834415 + Penalty 5168.786817 = -5123373.047598
  nChanged 198
		SP:Iteration 34Q (5611.050000 sec): 3 clusters
  Score: Raw -5128600.623598 + Penalty 5168.786817 = -5123431.836781
  nChanged 154
		SP:Iteration 35Q (5611.150000 sec): 3 clusters
  Score: Raw -5128642.170603 + Penalty 5168.786817 = -5123473.383787
  nChanged 128
		SP:Iteration 36Q (5611.240000 sec): 3 clusters
  Score: Raw -5128670.731004 + Penalty 5168.786817 = -5123501.944187
  nChanged 105
		SP:Iteration 37Q (5611.340000 sec): 3 clusters
  Score: Raw -5128694.940298 + Penalty 5168.786817 = -5123526.153482
  nChanged 85
		SP:Iteration 38Q (5611.440000 sec): 3 clusters
  Score: Raw -5128715.471622 + Penalty 5168.786817 = -5123546.684805
  nChanged 82
		SP:Iteration 39Q (5611.540000 sec): 3 clusters
  Score: Raw -5128735.793417 + Penalty 5168.786817 = -5123567.006601
  nChanged 81
		SP:Iteration 40F (5611.660000 sec): 3 clusters
  Score: Raw -5128754.652550 + Penalty 5168.786817 = -5123585.865733
  nChanged 78
		SP:Iteration 41Q (5611.760000 sec): 3 clusters
  Score: Raw -5128770.552584 + Penalty 5168.786817 = -5123601.765768
  nChanged 72
		SP:Iteration 42Q (5611.860000 sec): 3 clusters
  Score: Raw -5128786.312093 + Penalty 5168.786817 = -5123617.525276
  nChanged 62
		SP:Iteration 43Q (5611.950000 sec): 3 clusters
  Score: Raw -5128798.964912 + Penalty 5168.786817 = -5123630.178096
  nChanged 56
		SP:Iteration 44Q (5612.050000 sec): 3 clusters
  Score: Raw -5128811.345697 + Penalty 5168.786817 = -5123642.558880
  nChanged 58
		SP:Iteration 45Q (5612.140000 sec): 3 clusters
  Score: Raw -5128824.119482 + Penalty 5168.786817 = -5123655.332665
  nChanged 55
		SP:Iteration 46Q (5612.240000 sec): 3 clusters
  Score: Raw -5128836.226061 + Penalty 5168.786817 = -5123667.439244
  nChanged 47
		SP:Iteration 47Q (5612.340000 sec): 3 clusters
  Score: Raw -5128845.753863 + Penalty 5168.786817 = -5123676.967046
  nChanged 46
		SP:Iteration 48Q (5612.430000 sec): 3 clusters
  Score: Raw -5128855.507034 + Penalty 5168.786817 = -5123686.720217
  nChanged 51
		SP:Iteration 49Q (5612.520000 sec): 3 clusters
  Score: Raw -5128870.051745 + Penalty 5168.786817 = -5123701.264928
  nChanged 62
		SP:Iteration 50Q (5612.620000 sec): 3 clusters
  Score: Raw -5128887.041077 + Penalty 5168.786817 = -5123718.254260
  nChanged 50
		SP:Iteration 51Q (5612.720000 sec): 3 clusters
  Score: Raw -5128900.853855 + Penalty 5168.786817 = -5123732.067038
  nChanged 52
		SP:Iteration 52Q (5612.810000 sec): 3 clusters
  Score: Raw -5128915.107206 + Penalty 5168.786817 = -5123746.320390
  nChanged 51
		SP:Iteration 53Q (5612.900000 sec): 3 clusters
  Score: Raw -5128930.233974 + Penalty 5168.786817 = -5123761.447157
  nChanged 54
		SP:Iteration 54Q (5613.000000 sec): 3 clusters
  Score: Raw -5128943.908276 + Penalty 5168.786817 = -5123775.121459
  nChanged 43
		SP:Iteration 55Q (5613.090000 sec): 3 clusters
  Score: Raw -5128954.109220 + Penalty 5168.786817 = -5123785.322404
  nChanged 40
		SP:Iteration 56Q (5613.190000 sec): 3 clusters
  Score: Raw -5128963.130598 + Penalty 5168.786817 = -5123794.343782
  nChanged 36
		SP:Iteration 57Q (5613.280000 sec): 3 clusters
  Score: Raw -5128970.785806 + Penalty 5168.786817 = -5123801.998990
  nChanged 39
		SP:Iteration 58Q (5613.380000 sec): 3 clusters
  Score: Raw -5128981.223856 + Penalty 5168.786817 = -5123812.437039
  nChanged 46
		SP:Iteration 59Q (5613.480000 sec): 3 clusters
  Score: Raw -5128992.813696 + Penalty 5168.786817 = -5123824.026879
  nChanged 37
		SP:Iteration 60F (5613.600000 sec): 3 clusters
  Score: Raw -5129002.249753 + Penalty 5168.786817 = -5123833.462936
  nChanged 32
		SP:Iteration 61Q (5613.700000 sec): 3 clusters
  Score: Raw -5129009.639555 + Penalty 5168.786817 = -5123840.852738
  nChanged 33
		SP:Iteration 62Q (5613.790000 sec): 3 clusters
  Score: Raw -5129017.714934 + Penalty 5168.786817 = -5123848.928118
  nChanged 27
		SP:Iteration 63Q (5613.880000 sec): 3 clusters
  Score: Raw -5129025.127107 + Penalty 5168.786817 = -5123856.340290
  nChanged 27
		SP:Iteration 64Q (5613.980000 sec): 3 clusters
  Score: Raw -5129032.044065 + Penalty 5168.786817 = -5123863.257248
  nChanged 20
		SP:Iteration 65Q (5614.070000 sec): 3 clusters
  Score: Raw -5129036.828119 + Penalty 5168.786817 = -5123868.041303
  nChanged 20
		SP:Iteration 66Q (5614.160000 sec): 3 clusters
  Score: Raw -5129042.986118 + Penalty 5168.786817 = -5123874.199301
  nChanged 17
		SP:Iteration 67Q (5614.260000 sec): 3 clusters
  Score: Raw -5129047.777414 + Penalty 5168.786817 = -5123878.990597
  nChanged 18
		SP:Iteration 68Q (5614.350000 sec): 3 clusters
  Score: Raw -5129052.399600 + Penalty 5168.786817 = -5123883.612783
  nChanged 20
		SP:Iteration 69Q (5614.440000 sec): 3 clusters
  Score: Raw -5129056.390195 + Penalty 5168.786817 = -5123887.603378
  nChanged 17
		SP:Iteration 70Q (5614.540000 sec): 3 clusters
  Score: Raw -5129060.683616 + Penalty 5168.786817 = -5123891.896799
  nChanged 12
		SP:Iteration 71Q (5614.630000 sec): 3 clusters
  Score: Raw -5129062.953155 + Penalty 5168.786817 = -5123894.166339
  nChanged 11
		SP:Iteration 72Q (5614.720000 sec): 3 clusters
  Score: Raw -5129065.311358 + Penalty 5168.786817 = -5123896.524541
  nChanged 13
		SP:Iteration 73Q (5614.810000 sec): 3 clusters
  Score: Raw -5129068.330786 + Penalty 5168.786817 = -5123899.543970
  nChanged 14
		SP:Iteration 74Q (5614.900000 sec): 3 clusters
  Score: Raw -5129072.439339 + Penalty 5168.786817 = -5123903.652522
  nChanged 17
		SP:Iteration 75Q (5615.000000 sec): 3 clusters
  Score: Raw -5129076.593760 + Penalty 5168.786817 = -5123907.806944
  nChanged 19
		SP:Iteration 76Q (5615.090000 sec): 3 clusters
  Score: Raw -5129081.430609 + Penalty 5168.786817 = -5123912.643792
  nChanged 17
		SP:Iteration 77Q (5615.180000 sec): 3 clusters
  Score: Raw -5129087.580710 + Penalty 5168.786817 = -5123918.793893
  nChanged 23
		SP:Iteration 78Q (5615.270000 sec): 3 clusters
  Score: Raw -5129094.479121 + Penalty 5168.786817 = -5123925.692304
  nChanged 22
		SP:Iteration 79Q (5615.360000 sec): 3 clusters
  Score: Raw -5129101.110520 + Penalty 5168.786817 = -5123932.323703
  nChanged 21
		SP:Iteration 80F (5615.480000 sec): 3 clusters
  Score: Raw -5129107.090810 + Penalty 5168.786817 = -5123938.303993
  nChanged 24
		SP:Iteration 81Q (5615.580000 sec): 3 clusters
  Score: Raw -5129113.681283 + Penalty 5168.786817 = -5123944.894466
  nChanged 23
		SP:Iteration 82Q (5615.670000 sec): 3 clusters
  Score: Raw -5129118.997422 + Penalty 5168.786817 = -5123950.210605
  nChanged 21
		SP:Iteration 83Q (5615.760000 sec): 3 clusters
  Score: Raw -5129125.088508 + Penalty 5168.786817 = -5123956.301691
  nChanged 23
		SP:Iteration 84Q (5615.850000 sec): 3 clusters
  Score: Raw -5129131.481135 + Penalty 5168.786817 = -5123962.694319
  nChanged 25
		SP:Iteration 85Q (5615.940000 sec): 3 clusters
  Score: Raw -5129139.872721 + Penalty 5168.786817 = -5123971.085905
  nChanged 32
		SP:Iteration 86Q (5616.030000 sec): 3 clusters
  Score: Raw -5129148.743773 + Penalty 5168.786817 = -5123979.956956
  nChanged 19
		SP:Iteration 87Q (5616.120000 sec): 3 clusters
  Score: Raw -5129154.222996 + Penalty 5168.786817 = -5123985.436179
  nChanged 19
		SP:Iteration 88Q (5616.210000 sec): 3 clusters
  Score: Raw -5129158.960477 + Penalty 5168.786817 = -5123990.173661
  nChanged 15
		SP:Iteration 89Q (5616.300000 sec): 3 clusters
  Score: Raw -5129163.565020 + Penalty 5168.786817 = -5123994.778204
  nChanged 12
		SP:Iteration 90Q (5616.400000 sec): 3 clusters
  Score: Raw -5129167.745857 + Penalty 5168.786817 = -5123998.959040
  nChanged 14
		SP:Iteration 91Q (5616.480000 sec): 3 clusters
  Score: Raw -5129172.563398 + Penalty 5168.786817 = -5124003.776581
  nChanged 9
		SP:Iteration 92Q (5616.580000 sec): 3 clusters
  Score: Raw -5129174.633053 + Penalty 5168.786817 = -5124005.846236
  nChanged 6
		SP:Iteration 93Q (5616.660000 sec): 3 clusters
  Score: Raw -5129176.150507 + Penalty 5168.786817 = -5124007.363690
  nChanged 7
		SP:Iteration 94Q (5616.760000 sec): 3 clusters
  Score: Raw -5129177.394184 + Penalty 5168.786817 = -5124008.607367
  nChanged 5
		SP:Iteration 95Q (5616.840000 sec): 3 clusters
  Score: Raw -5129178.366276 + Penalty 5168.786817 = -5124009.579459
  nChanged 5
		SP:Iteration 96Q (5616.940000 sec): 3 clusters
  Score: Raw -5129179.841483 + Penalty 5168.786817 = -5124011.054666
  nChanged 7
		SP:Iteration 97Q (5617.030000 sec): 3 clusters
  Score: Raw -5129181.426553 + Penalty 5168.786817 = -5124012.639736
  nChanged 11
		SP:Iteration 98Q (5617.120000 sec): 3 clusters
  Score: Raw -5129185.938488 + Penalty 5168.786817 = -5124017.151671
  nChanged 9
		SP:Iteration 99Q (5617.210000 sec): 3 clusters
  Score: Raw -5129188.778366 + Penalty 5168.786817 = -5124019.991549
  nChanged 2
		SP:Iteration 100F (5617.330000 sec): 3 clusters
  Score: Raw -5129189.311006 + Penalty 5168.786817 = -5124020.524189
  nChanged 1
		SP:Iteration 101Q (5617.420000 sec): 3 clusters
  Score: Raw -5129189.699534 + Penalty 5168.786817 = -5124020.912717
  nChanged 1
		SP:Iteration 102Q (5617.510000 sec): 3 clusters
  Score: Raw -5129189.890010 + Penalty 5168.786817 = -5124021.103193
  nChanged 2
		SP:Iteration 103Q (5617.600000 sec): 3 clusters
  Score: Raw -5129190.243754 + Penalty 5168.786817 = -5124021.456938
  nChanged 4
		SP:Iteration 104Q (5617.690000 sec): 3 clusters
  Score: Raw -5129191.118388 + Penalty 5168.786817 = -5124022.331571
  nChanged 4
		SP:Iteration 105Q (5617.780000 sec): 3 clusters
  Score: Raw -5129192.444066 + Penalty 5168.786817 = -5124023.657249
  nChanged 2
		SP:Iteration 106Q (5617.870000 sec): 3 clusters
  Score: Raw -5129192.905006 + Penalty 5168.786817 = -5124024.118189
  nChanged 1
		SP:Iteration 107Q (5617.960000 sec): 3 clusters
  Score: Raw -5129193.003048 + Penalty 5168.786817 = -5124024.216232
  nChanged 0
		SP:Iteration 108F (5618.080000 sec): 3 clusters
  Score: Raw -5129193.003048 + Penalty 5168.786817 = -5124024.216232
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.100000 sec): 2 clusters
  Score: Raw -138455.464072 + Penalty 1727.105632 = -136728.358440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.100000 sec): 3 clusters
  Score: Raw -138228.729508 + Penalty 3454.211264 = -134774.518245
  nChanged 291
		SP:Iteration 1F (5618.110000 sec): 3 clusters
  Score: Raw -138607.499087 + Penalty 3454.211264 = -135153.287824
  nChanged 70
		SP:Iteration 2F (5618.110000 sec): 3 clusters
  Score: Raw -138712.302368 + Penalty 3454.211264 = -135258.091104
  nChanged 37
		SP:Iteration 3Q (5618.120000 sec): 3 clusters
  Score: Raw -138764.588917 + Penalty 3454.211264 = -135310.377653
  nChanged 23
		SP:Iteration 4Q (5618.120000 sec): 3 clusters
  Score: Raw -138798.370495 + Penalty 3454.211264 = -135344.159232
  nChanged 14
		SP:Iteration 5Q (5618.120000 sec): 3 clusters
  Score: Raw -138816.957664 + Penalty 3454.211264 = -135362.746400
  nChanged 11
		SP:Iteration 6Q (5618.130000 sec): 3 clusters
  Score: Raw -138832.759707 + Penalty 3454.211264 = -135378.548443
  nChanged 16
		SP:Iteration 7Q (5618.130000 sec): 3 clusters
  Score: Raw -138855.144155 + Penalty 3454.211264 = -135400.932891
  nChanged 6
		SP:Iteration 8Q (5618.130000 sec): 3 clusters
  Score: Raw -138860.524383 + Penalty 3454.211264 = -135406.313119
  nChanged 1
		SP:Iteration 9Q (5618.140000 sec): 3 clusters
  Score: Raw -138863.130751 + Penalty 3454.211264 = -135408.919487
  nChanged 0
		SP:Iteration 10F (5618.140000 sec): 3 clusters
  Score: Raw -138863.130751 + Penalty 3454.211264 = -135408.919487
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.140000 sec): 2 clusters
  Score: Raw -31449.905486 + Penalty 1353.977208 = -30095.928279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.140000 sec): 3 clusters
  Score: Raw -31648.387104 + Penalty 2707.954415 = -28940.432689
  nChanged 17
		SP:Iteration 1F (5618.150000 sec): 3 clusters
  Score: Raw -31700.623306 + Penalty 2707.954415 = -28992.668891
  nChanged 5
		SP:Iteration 2Q (5618.150000 sec): 3 clusters
  Score: Raw -31717.503141 + Penalty 2707.954415 = -29009.548726
  nChanged 3
		SP:Iteration 3Q (5618.150000 sec): 3 clusters
  Score: Raw -31732.688885 + Penalty 2707.954415 = -29024.734470
  nChanged 2
		SP:Iteration 4Q (5618.150000 sec): 3 clusters
  Score: Raw -31739.944130 + Penalty 2707.954415 = -29031.989715
  nChanged 2
		SP:Iteration 5Q (5618.150000 sec): 3 clusters
  Score: Raw -31748.907977 + Penalty 2707.954415 = -29040.953562
  nChanged 4
		SP:Iteration 6Q (5618.150000 sec): 3 clusters
  Score: Raw -31756.654549 + Penalty 2707.954415 = -29048.700134
  nChanged 2
		SP:Iteration 7Q (5618.150000 sec): 3 clusters
  Score: Raw -31761.174084 + Penalty 2707.954415 = -29053.219669
  nChanged 0
		SP:Iteration 8F (5618.150000 sec): 3 clusters
  Score: Raw -31761.174084 + Penalty 2707.954415 = -29053.219669
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (1029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.160000 sec): 2 clusters
  Score: Raw -130575.113848 + Penalty 1720.212998 = -128854.900849
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.160000 sec): 3 clusters
  Score: Raw -130529.027842 + Penalty 3440.425997 = -127088.601845
  nChanged 291
		SP:Iteration 1F (5618.160000 sec): 3 clusters
  Score: Raw -131526.262491 + Penalty 3440.425997 = -128085.836494
  nChanged 114
		SP:Iteration 2F (5618.170000 sec): 3 clusters
  Score: Raw -131883.587331 + Penalty 3440.425997 = -128443.161334
  nChanged 58
		SP:Iteration 3F (5618.170000 sec): 3 clusters
  Score: Raw -132083.801309 + Penalty 3440.425997 = -128643.375312
  nChanged 33
		SP:Iteration 4Q (5618.180000 sec): 3 clusters
  Score: Raw -132171.254782 + Penalty 3440.425997 = -128730.828785
  nChanged 14
		SP:Iteration 5Q (5618.180000 sec): 3 clusters
  Score: Raw -132192.347106 + Penalty 3440.425997 = -128751.921109
  nChanged 13
		SP:Iteration 6Q (5618.180000 sec): 3 clusters
  Score: Raw -132213.102317 + Penalty 3440.425997 = -128772.676320
  nChanged 8
		SP:Iteration 7Q (5618.180000 sec): 3 clusters
  Score: Raw -132223.329378 + Penalty 3440.425997 = -128782.903382
  nChanged 3
		SP:Iteration 8Q (5618.190000 sec): 3 clusters
  Score: Raw -132228.293020 + Penalty 3440.425997 = -128787.867023
  nChanged 5
		SP:Iteration 9Q (5618.190000 sec): 3 clusters
  Score: Raw -132234.678257 + Penalty 3440.425997 = -128794.252260
  nChanged 7
		SP:Iteration 10Q (5618.200000 sec): 3 clusters
  Score: Raw -132243.688455 + Penalty 3440.425997 = -128803.262458
  nChanged 3
		SP:Iteration 11Q (5618.200000 sec): 3 clusters
  Score: Raw -132247.457214 + Penalty 3440.425997 = -128807.031217
  nChanged 4
		SP:Iteration 12Q (5618.200000 sec): 3 clusters
  Score: Raw -132253.042809 + Penalty 3440.425997 = -128812.616812
  nChanged 5
		SP:Iteration 13Q (5618.200000 sec): 3 clusters
  Score: Raw -132260.985275 + Penalty 3440.425997 = -128820.559278
  nChanged 6
		SP:Iteration 14Q (5618.210000 sec): 3 clusters
  Score: Raw -132275.012533 + Penalty 3440.425997 = -128834.586536
  nChanged 12
		SP:Iteration 15Q (5618.210000 sec): 3 clusters
  Score: Raw -132309.594793 + Penalty 3440.425997 = -128869.168796
  nChanged 11
		SP:Iteration 16Q (5618.220000 sec): 3 clusters
  Score: Raw -132335.359118 + Penalty 3440.425997 = -128894.933121
  nChanged 9
		SP:Iteration 17Q (5618.220000 sec): 3 clusters
  Score: Raw -132360.556407 + Penalty 3440.425997 = -128920.130410
  nChanged 8
		SP:Iteration 18Q (5618.220000 sec): 3 clusters
  Score: Raw -132371.182125 + Penalty 3440.425997 = -128930.756128
  nChanged 5
		SP:Iteration 19Q (5618.220000 sec): 3 clusters
  Score: Raw -132388.924237 + Penalty 3440.425997 = -128948.498240
  nChanged 4
		SP:Iteration 20F (5618.230000 sec): 3 clusters
  Score: Raw -132393.633702 + Penalty 3440.425997 = -128953.207705
  nChanged 2
		SP:Iteration 21Q (5618.230000 sec): 3 clusters
  Score: Raw -132395.368425 + Penalty 3440.425997 = -128954.942428
  nChanged 1
		SP:Iteration 22Q (5618.230000 sec): 3 clusters
  Score: Raw -132398.375607 + Penalty 3440.425997 = -128957.949610
  nChanged 3
		SP:Iteration 23Q (5618.240000 sec): 3 clusters
  Score: Raw -132401.956179 + Penalty 3440.425997 = -128961.530182
  nChanged 2
		SP:Iteration 24Q (5618.240000 sec): 3 clusters
  Score: Raw -132403.883102 + Penalty 3440.425997 = -128963.457105
  nChanged 0
		SP:Iteration 25F (5618.240000 sec): 3 clusters
  Score: Raw -132403.883102 + Penalty 3440.425997 = -128963.457105
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 37.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.250000 sec): 2 clusters
  Score: Raw -42097.806542 + Penalty 1496.799395 = -40601.007147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.250000 sec): 3 clusters
  Score: Raw -42471.434218 + Penalty 2993.598791 = -39477.835428
  nChanged 112
		SP:Iteration 1F (5618.250000 sec): 3 clusters
  Score: Raw -43314.257194 + Penalty 2993.598791 = -40320.658403
  nChanged 48
		SP:Iteration 2F (5618.260000 sec): 3 clusters
  Score: Raw -44073.072350 + Penalty 2993.598791 = -41079.473559
  nChanged 23
		SP:Iteration 3F (5618.260000 sec): 3 clusters
  Score: Raw -44477.779339 + Penalty 2993.598791 = -41484.180549
  nChanged 21
		SP:Iteration 4F (5618.260000 sec): 3 clusters
  Score: Raw -44983.647670 + Penalty 2993.598791 = -41990.048880
  nChanged 11
		SP:Iteration 5Q (5618.260000 sec): 3 clusters
  Score: Raw -45347.020993 + Penalty 2993.598791 = -42353.422203
  nChanged 2
		SP:Iteration 6Q (5618.260000 sec): 3 clusters
  Score: Raw -45386.111148 + Penalty 2993.598791 = -42392.512357
  nChanged 1
		SP:Iteration 7Q (5618.260000 sec): 3 clusters
  Score: Raw -45397.959542 + Penalty 2993.598791 = -42404.360751
  nChanged 1
		SP:Iteration 8Q (5618.260000 sec): 3 clusters
  Score: Raw -45439.469466 + Penalty 2993.598791 = -42445.870675
  nChanged 0
		SP:Iteration 9F (5618.260000 sec): 3 clusters
  Score: Raw -45439.469466 + Penalty 2993.598791 = -42445.870675
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 38.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.270000 sec): 2 clusters
  Score: Raw -35366.831667 + Penalty 1421.064746 = -33945.766920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.270000 sec): 3 clusters
  Score: Raw -35680.947370 + Penalty 2842.129492 = -32838.817878
  nChanged 55
		SP:Iteration 1F (5618.270000 sec): 3 clusters
  Score: Raw -36052.147418 + Penalty 2842.129492 = -33210.017926
  nChanged 19
		SP:Iteration 2F (5618.270000 sec): 3 clusters
  Score: Raw -36256.831414 + Penalty 2842.129492 = -33414.701922
  nChanged 10
		SP:Iteration 3Q (5618.280000 sec): 3 clusters
  Score: Raw -36384.292515 + Penalty 2842.129492 = -33542.163023
  nChanged 9
		SP:Iteration 4Q (5618.280000 sec): 3 clusters
  Score: Raw -36460.663984 + Penalty 2842.129492 = -33618.534492
  nChanged 8
		SP:Iteration 5Q (5618.280000 sec): 3 clusters
  Score: Raw -36595.902641 + Penalty 2842.129492 = -33753.773149
  nChanged 7
		SP:Iteration 6Q (5618.280000 sec): 3 clusters
  Score: Raw -36813.133023 + Penalty 2842.129492 = -33971.003531
  nChanged 5
		SP:Iteration 7Q (5618.280000 sec): 3 clusters
  Score: Raw -36827.633584 + Penalty 2842.129492 = -33985.504091
  nChanged 3
		SP:Iteration 8Q (5618.280000 sec): 3 clusters
  Score: Raw -36834.997096 + Penalty 2842.129492 = -33992.867603
  nChanged 4
		SP:Iteration 9Q (5618.280000 sec): 3 clusters
  Score: Raw -36849.431521 + Penalty 2842.129492 = -34007.302029
  nChanged 3
		SP:Iteration 10Q (5618.280000 sec): 3 clusters
  Score: Raw -36856.283194 + Penalty 2842.129492 = -34014.153701
  nChanged 2
		SP:Iteration 11Q (5618.280000 sec): 3 clusters
  Score: Raw -36864.674116 + Penalty 2842.129492 = -34022.544624
  nChanged 3
		SP:Iteration 12Q (5618.280000 sec): 3 clusters
  Score: Raw -36877.630413 + Penalty 2842.129492 = -34035.500920
  nChanged 3
		SP:Iteration 13Q (5618.280000 sec): 3 clusters
  Score: Raw -36893.476041 + Penalty 2842.129492 = -34051.346549
  nChanged 3
		SP:Iteration 14Q (5618.280000 sec): 3 clusters
  Score: Raw -36917.493352 + Penalty 2842.129492 = -34075.363860
  nChanged 1
		SP:Iteration 15Q (5618.280000 sec): 3 clusters
  Score: Raw -36922.654848 + Penalty 2842.129492 = -34080.525356
  nChanged 2
		SP:Iteration 16Q (5618.290000 sec): 3 clusters
  Score: Raw -36931.047958 + Penalty 2842.129492 = -34088.918466
  nChanged 3
		SP:Iteration 17Q (5618.290000 sec): 3 clusters
  Score: Raw -36942.633326 + Penalty 2842.129492 = -34100.503833
  nChanged 3
		SP:Iteration 18Q (5618.290000 sec): 3 clusters
  Score: Raw -36958.402883 + Penalty 2842.129492 = -34116.273390
  nChanged 3
		SP:Iteration 19Q (5618.290000 sec): 3 clusters
  Score: Raw -36983.016072 + Penalty 2842.129492 = -34140.886580
  nChanged 3
		SP:Iteration 20F (5618.290000 sec): 3 clusters
  Score: Raw -37005.112758 + Penalty 2842.129492 = -34162.983266
  nChanged 4
		SP:Iteration 21Q (5618.290000 sec): 3 clusters
  Score: Raw -37034.984735 + Penalty 2842.129492 = -34192.855242
  nChanged 4
		SP:Iteration 22Q (5618.290000 sec): 3 clusters
  Score: Raw -37074.571330 + Penalty 2842.129492 = -34232.441838
  nChanged 1
		SP:Iteration 23Q (5618.290000 sec): 3 clusters
  Score: Raw -37077.862013 + Penalty 2842.129492 = -34235.732521
  nChanged 0
		SP:Iteration 24F (5618.300000 sec): 3 clusters
  Score: Raw -37077.862013 + Penalty 2842.129492 = -34235.732521
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 39.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.300000 sec): 2 clusters
  Score: Raw -29539.068708 + Penalty 1335.354776 = -28203.713932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.300000 sec): 3 clusters
  Score: Raw -29757.630234 + Penalty 2670.709551 = -27086.920683
  nChanged 18
		SP:Iteration 1F (5618.300000 sec): 3 clusters
  Score: Raw -29843.023979 + Penalty 2670.709551 = -27172.314428
  nChanged 7
		SP:Iteration 2Q (5618.300000 sec): 3 clusters
  Score: Raw -29884.453039 + Penalty 2670.709551 = -27213.743488
  nChanged 2
		SP:Iteration 3Q (5618.300000 sec): 3 clusters
  Score: Raw -29893.609922 + Penalty 2670.709551 = -27222.900371
  nChanged 0
		SP:Iteration 4F (5618.300000 sec): 3 clusters
  Score: Raw -29893.609922 + Penalty 2670.709551 = -27222.900371
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.310000 sec): 2 clusters
  Score: Raw -121029.188219 + Penalty 1690.550498 = -119338.637721
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.310000 sec): 3 clusters
  Score: Raw -120938.099758 + Penalty 3381.100997 = -117556.998761
  nChanged 242
		SP:Iteration 1F (5618.320000 sec): 3 clusters
  Score: Raw -121397.996291 + Penalty 3381.100997 = -118016.895294
  nChanged 96
		SP:Iteration 2F (5618.320000 sec): 3 clusters
  Score: Raw -121739.422631 + Penalty 3381.100997 = -118358.321634
  nChanged 66
		SP:Iteration 3F (5618.320000 sec): 3 clusters
  Score: Raw -121950.271960 + Penalty 3381.100997 = -118569.170963
  nChanged 51
		SP:Iteration 4F (5618.330000 sec): 3 clusters
  Score: Raw -122169.805665 + Penalty 3381.100997 = -118788.704668
  nChanged 42
		SP:Iteration 5Q (5618.330000 sec): 3 clusters
  Score: Raw -122365.359410 + Penalty 3381.100997 = -118984.258413
  nChanged 46
		SP:Iteration 6F (5618.330000 sec): 3 clusters
  Score: Raw -122530.989030 + Penalty 3381.100997 = -119149.888033
  nChanged 34
		SP:Iteration 7Q (5618.340000 sec): 3 clusters
  Score: Raw -122659.962048 + Penalty 3381.100997 = -119278.861051
  nChanged 21
		SP:Iteration 8Q (5618.340000 sec): 3 clusters
  Score: Raw -122701.091474 + Penalty 3381.100997 = -119319.990477
  nChanged 13
		SP:Iteration 9Q (5618.340000 sec): 3 clusters
  Score: Raw -122726.888729 + Penalty 3381.100997 = -119345.787732
  nChanged 8
		SP:Iteration 10Q (5618.340000 sec): 3 clusters
  Score: Raw -122737.068853 + Penalty 3381.100997 = -119355.967856
  nChanged 6
		SP:Iteration 11Q (5618.340000 sec): 3 clusters
  Score: Raw -122745.660673 + Penalty 3381.100997 = -119364.559676
  nChanged 2
		SP:Iteration 12Q (5618.350000 sec): 3 clusters
  Score: Raw -122751.152334 + Penalty 3381.100997 = -119370.051337
  nChanged 3
		SP:Iteration 13Q (5618.350000 sec): 3 clusters
  Score: Raw -122755.168595 + Penalty 3381.100997 = -119374.067599
  nChanged 0
		SP:Iteration 14F (5618.360000 sec): 3 clusters
  Score: Raw -122755.168595 + Penalty 3381.100997 = -119374.067599
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 40.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (295 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.360000 sec): 2 clusters
  Score: Raw -22968.678499 + Penalty 1410.369888 = -21558.308610
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.360000 sec): 3 clusters
  Score: Raw -23323.185340 + Penalty 2820.739777 = -20502.445563
  nChanged 74
		SP:Iteration 1F (5618.360000 sec): 3 clusters
  Score: Raw -23708.502466 + Penalty 2820.739777 = -20887.762689
  nChanged 21
		SP:Iteration 2F (5618.360000 sec): 3 clusters
  Score: Raw -23864.668871 + Penalty 2820.739777 = -21043.929094
  nChanged 10
		SP:Iteration 3Q (5618.360000 sec): 3 clusters
  Score: Raw -23931.292702 + Penalty 2820.739777 = -21110.552925
  nChanged 10
		SP:Iteration 4Q (5618.360000 sec): 3 clusters
  Score: Raw -24068.465108 + Penalty 2820.739777 = -21247.725331
  nChanged 4
		SP:Iteration 5Q (5618.370000 sec): 3 clusters
  Score: Raw -24154.548560 + Penalty 2820.739777 = -21333.808783
  nChanged 4
		SP:Iteration 6Q (5618.370000 sec): 3 clusters
  Score: Raw -24166.552819 + Penalty 2820.739777 = -21345.813042
  nChanged 0
		SP:Iteration 7F (5618.370000 sec): 3 clusters
  Score: Raw -24166.552819 + Penalty 2820.739777 = -21345.813042
  nChanged 0
Deleting Class 39 (100 points): Lose 2910.825351 but Gain 3374.686117
Iteration 139Q (5629.300000 sec): 40 clusters
  Score: Raw -117634174.605018 + Penalty 131612.758575 = -117502561.846443
  nChanged 200
Iteration 140F (5671.560000 sec): 40 clusters
  Score: Raw -117636839.511470 + Penalty 131612.758575 = -117505226.752896
  nChanged 136
Iteration 141Q (5682.180000 sec): 40 clusters
  Score: Raw -117638027.944106 + Penalty 131612.758575 = -117506415.185532
  nChanged 109
Iteration 142Q (5692.890000 sec): 40 clusters
  Score: Raw -117638352.890949 + Penalty 131612.758575 = -117506740.132374
  nChanged 82
Iteration 143Q (5703.610000 sec): 40 clusters
  Score: Raw -117638570.855176 + Penalty 131612.758575 = -117506958.096601
  nChanged 56
Iteration 144Q (5714.330000 sec): 40 clusters
  Score: Raw -117638651.134813 + Penalty 131612.758575 = -117507038.376238
  nChanged 44
Iteration 145Q (5725.060000 sec): 40 clusters
  Score: Raw -117638662.588327 + Penalty 131612.758575 = -117507049.829752
  nChanged 50
Iteration 146Q (5735.780000 sec): 40 clusters
  Score: Raw -117638691.612082 + Penalty 131612.758575 = -117507078.853508
  nChanged 44
Iteration 147Q (5746.500000 sec): 40 clusters
  Score: Raw -117638812.279953 + Penalty 131612.758575 = -117507199.521379
  nChanged 46
Iteration 148Q (5757.220000 sec): 40 clusters
  Score: Raw -117639167.428547 + Penalty 131612.758575 = -117507554.669972
  nChanged 62
Iteration 149Q (5767.910000 sec): 40 clusters
  Score: Raw -117639648.518187 + Penalty 131612.758575 = -117508035.759612
  nChanged 93
Iteration 150Q (5778.610000 sec): 40 clusters
  Score: Raw -117639992.995996 + Penalty 131612.758575 = -117508380.237421
  nChanged 81
Iteration 151Q (5789.330000 sec): 40 clusters
  Score: Raw -117640136.263102 + Penalty 131612.758575 = -117508523.504527
  nChanged 37
Iteration 152Q (5800.090000 sec): 40 clusters
  Score: Raw -117640202.203347 + Penalty 131612.758575 = -117508589.444772
  nChanged 33
Iteration 153Q (5810.850000 sec): 40 clusters
  Score: Raw -117640215.002370 + Penalty 131612.758575 = -117508602.243795
  nChanged 20
Iteration 154Q (5821.610000 sec): 40 clusters
  Score: Raw -117640220.864948 + Penalty 131612.758575 = -117508608.106373
  nChanged 17
Iteration 155Q (5832.360000 sec): 40 clusters
  Score: Raw -117640223.380196 + Penalty 131612.758575 = -117508610.621621
  nChanged 11
Iteration 156Q (5843.100000 sec): 40 clusters
  Score: Raw -117640223.786047 + Penalty 131612.758575 = -117508611.027472
  nChanged 10
Iteration 157Q (5853.860000 sec): 40 clusters
  Score: Raw -117640224.063796 + Penalty 131612.758575 = -117508611.305221
  nChanged 10
Iteration 158Q (5864.640000 sec): 40 clusters
  Score: Raw -117640224.337963 + Penalty 131612.758575 = -117508611.579388
  nChanged 6
Iteration 159Q (5875.420000 sec): 40 clusters
  Score: Raw -117640224.479875 + Penalty 131612.758575 = -117508611.721301
  nChanged 3
Iteration 160F (5917.730000 sec): 40 clusters
  Score: Raw -117640514.316777 + Penalty 131612.758575 = -117508901.558203
  nChanged 74
Iteration 161Q (5928.530000 sec): 40 clusters
  Score: Raw -117640749.441349 + Penalty 131612.758575 = -117509136.682775
  nChanged 85
Iteration 162Q (5939.250000 sec): 40 clusters
  Score: Raw -117640866.934566 + Penalty 131612.758575 = -117509254.175991
  nChanged 62
Iteration 163Q (5949.980000 sec): 40 clusters
  Score: Raw -117640921.748344 + Penalty 131612.758575 = -117509308.989769
  nChanged 74
Iteration 164Q (5960.760000 sec): 40 clusters
  Score: Raw -117640943.146004 + Penalty 131612.758575 = -117509330.387429
  nChanged 62
Iteration 165Q (5971.570000 sec): 40 clusters
  Score: Raw -117640963.495135 + Penalty 131612.758575 = -117509350.736560
  nChanged 59
Iteration 166Q (5982.320000 sec): 40 clusters
  Score: Raw -117640966.816524 + Penalty 131612.758575 = -117509354.057949
  nChanged 59
Iteration 167Q (5993.050000 sec): 40 clusters
  Score: Raw -117640968.491235 + Penalty 131612.758575 = -117509355.732661
  nChanged 59
Iteration 168Q (6003.780000 sec): 40 clusters
  Score: Raw -117640969.821096 + Penalty 131612.758575 = -117509357.062521
  nChanged 49
Iteration 169Q (6014.520000 sec): 40 clusters
  Score: Raw -117640971.404943 + Penalty 131612.758575 = -117509358.646368
  nChanged 41
Iteration 170Q (6025.260000 sec): 40 clusters
  Score: Raw -117640972.539765 + Penalty 131612.758575 = -117509359.781190
  nChanged 37
Iteration 171Q (6036.010000 sec): 40 clusters
  Score: Raw -117640973.283781 + Penalty 131612.758575 = -117509360.525207
  nChanged 29
Iteration 172Q (6046.740000 sec): 40 clusters
  Score: Raw -117640973.823509 + Penalty 131612.758575 = -117509361.064934
  nChanged 24
Iteration 173Q (6057.490000 sec): 40 clusters
  Score: Raw -117640974.263961 + Penalty 131612.758575 = -117509361.505387
  nChanged 16
Iteration 174Q (6068.120000 sec): 40 clusters
  Score: Raw -117640974.482271 + Penalty 131612.758575 = -117509361.723697
  nChanged 7
Iteration 175Q (6078.840000 sec): 40 clusters
  Score: Raw -117640974.614666 + Penalty 131612.758575 = -117509361.856092
  nChanged 8
Iteration 176Q (6089.600000 sec): 40 clusters
  Score: Raw -117640974.772350 + Penalty 131612.758575 = -117509362.013776
  nChanged 11
Iteration 177Q (6100.270000 sec): 40 clusters
  Score: Raw -117640974.987046 + Penalty 131612.758575 = -117509362.228471
  nChanged 9
Iteration 178Q (6110.600000 sec): 40 clusters
  Score: Raw -117640975.151769 + Penalty 131612.758575 = -117509362.393195
  nChanged 11
Writing temp clu file 
Because OldScore, -117509362.228471, is greater than current (better) Score,-117509362.393195 
 Compute initial score before splitting:   Score: Raw -117640975.151769 + Penalty 131612.758575 = -117509362.393195
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6110.760000 sec): 2 clusters
  Score: Raw -1047910.549080 + Penalty 2200.793686 = -1045709.755393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6110.790000 sec): 3 clusters
  Score: Raw -1044260.896839 + Penalty 4401.587373 = -1039859.309466
  nChanged 2834
		SP:Iteration 1F (6110.810000 sec): 3 clusters
  Score: Raw -1045749.114167 + Penalty 4401.587373 = -1041347.526795
  nChanged 449
		SP:Iteration 2F (6110.830000 sec): 3 clusters
  Score: Raw -1045943.613135 + Penalty 4401.587373 = -1041542.025762
  nChanged 324
		SP:Iteration 3Q (6110.860000 sec): 3 clusters
  Score: Raw -1046082.108963 + Penalty 4401.587373 = -1041680.521590
  nChanged 236
		SP:Iteration 4Q (6110.890000 sec): 3 clusters
  Score: Raw -1046191.673146 + Penalty 4401.587373 = -1041790.085773
  nChanged 225
		SP:Iteration 5Q (6110.910000 sec): 3 clusters
  Score: Raw -1046301.534739 + Penalty 4401.587373 = -1041899.947367
  nChanged 206
		SP:Iteration 6Q (6110.940000 sec): 3 clusters
  Score: Raw -1046393.492067 + Penalty 4401.587373 = -1041991.904694
  nChanged 201
		SP:Iteration 7Q (6110.970000 sec): 3 clusters
  Score: Raw -1046484.900325 + Penalty 4401.587373 = -1042083.312952
  nChanged 189
		SP:Iteration 8Q (6110.990000 sec): 3 clusters
  Score: Raw -1046566.843985 + Penalty 4401.587373 = -1042165.256612
  nChanged 173
		SP:Iteration 9Q (6111.010000 sec): 3 clusters
  Score: Raw -1046639.756228 + Penalty 4401.587373 = -1042238.168855
  nChanged 183
		SP:Iteration 10Q (6111.040000 sec): 3 clusters
  Score: Raw -1046720.900672 + Penalty 4401.587373 = -1042319.313299
  nChanged 180
		SP:Iteration 11Q (6111.070000 sec): 3 clusters
  Score: Raw -1046809.091865 + Penalty 4401.587373 = -1042407.504492
  nChanged 191
		SP:Iteration 12Q (6111.090000 sec): 3 clusters
  Score: Raw -1046908.411966 + Penalty 4401.587373 = -1042506.824593
  nChanged 219
		SP:Iteration 13Q (6111.120000 sec): 3 clusters
  Score: Raw -1047032.316364 + Penalty 4401.587373 = -1042630.728991
  nChanged 236
		SP:Iteration 14Q (6111.140000 sec): 3 clusters
  Score: Raw -1047184.321618 + Penalty 4401.587373 = -1042782.734245
  nChanged 249
		SP:Iteration 15Q (6111.170000 sec): 3 clusters
  Score: Raw -1047357.570125 + Penalty 4401.587373 = -1042955.982752
  nChanged 240
		SP:Iteration 16Q (6111.190000 sec): 3 clusters
  Score: Raw -1047533.308350 + Penalty 4401.587373 = -1043131.720978
  nChanged 196
		SP:Iteration 17Q (6111.220000 sec): 3 clusters
  Score: Raw -1047666.135842 + Penalty 4401.587373 = -1043264.548469
  nChanged 171
		SP:Iteration 18Q (6111.240000 sec): 3 clusters
  Score: Raw -1047797.896167 + Penalty 4401.587373 = -1043396.308794
  nChanged 164
		SP:Iteration 19Q (6111.270000 sec): 3 clusters
  Score: Raw -1047930.253170 + Penalty 4401.587373 = -1043528.665797
  nChanged 117
		SP:Iteration 20F (6111.290000 sec): 3 clusters
  Score: Raw -1048010.810912 + Penalty 4401.587373 = -1043609.223539
  nChanged 61
		SP:Iteration 21Q (6111.310000 sec): 3 clusters
  Score: Raw -1048052.325687 + Penalty 4401.587373 = -1043650.738314
  nChanged 46
		SP:Iteration 22Q (6111.340000 sec): 3 clusters
  Score: Raw -1048087.927918 + Penalty 4401.587373 = -1043686.340545
  nChanged 28
		SP:Iteration 23Q (6111.360000 sec): 3 clusters
  Score: Raw -1048109.696045 + Penalty 4401.587373 = -1043708.108673
  nChanged 16
		SP:Iteration 24Q (6111.380000 sec): 3 clusters
  Score: Raw -1048124.999400 + Penalty 4401.587373 = -1043723.412027
  nChanged 8
		SP:Iteration 25Q (6111.400000 sec): 3 clusters
  Score: Raw -1048132.880117 + Penalty 4401.587373 = -1043731.292744
  nChanged 10
		SP:Iteration 26Q (6111.430000 sec): 3 clusters
  Score: Raw -1048142.012573 + Penalty 4401.587373 = -1043740.425200
  nChanged 14
		SP:Iteration 27Q (6111.450000 sec): 3 clusters
  Score: Raw -1048154.105927 + Penalty 4401.587373 = -1043752.518554
  nChanged 8
		SP:Iteration 28Q (6111.470000 sec): 3 clusters
  Score: Raw -1048160.065251 + Penalty 4401.587373 = -1043758.477878
  nChanged 5
		SP:Iteration 29Q (6111.490000 sec): 3 clusters
  Score: Raw -1048166.225614 + Penalty 4401.587373 = -1043764.638241
  nChanged 9
		SP:Iteration 30Q (6111.510000 sec): 3 clusters
  Score: Raw -1048174.868745 + Penalty 4401.587373 = -1043773.281372
  nChanged 6
		SP:Iteration 31Q (6111.530000 sec): 3 clusters
  Score: Raw -1048182.531340 + Penalty 4401.587373 = -1043780.943967
  nChanged 7
		SP:Iteration 32Q (6111.550000 sec): 3 clusters
  Score: Raw -1048191.641953 + Penalty 4401.587373 = -1043790.054580
  nChanged 5
		SP:Iteration 33Q (6111.580000 sec): 3 clusters
  Score: Raw -1048195.053316 + Penalty 4401.587373 = -1043793.465943
  nChanged 0
		SP:Iteration 34F (6111.600000 sec): 3 clusters
  Score: Raw -1048195.053316 + Penalty 4401.587373 = -1043793.465943
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7326 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6111.630000 sec): 2 clusters
  Score: Raw -1058531.145520 + Penalty 2206.997866 = -1056324.147654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6111.650000 sec): 3 clusters
  Score: Raw -1054773.204842 + Penalty 4413.995732 = -1050359.209110
  nChanged 2946
		SP:Iteration 1F (6111.680000 sec): 3 clusters
  Score: Raw -1056384.240155 + Penalty 4413.995732 = -1051970.244423
  nChanged 498
		SP:Iteration 2F (6111.710000 sec): 3 clusters
  Score: Raw -1056625.434214 + Penalty 4413.995732 = -1052211.438482
  nChanged 348
		SP:Iteration 3Q (6111.730000 sec): 3 clusters
  Score: Raw -1056778.945193 + Penalty 4413.995732 = -1052364.949461
  nChanged 278
		SP:Iteration 4Q (6111.760000 sec): 3 clusters
  Score: Raw -1056894.641936 + Penalty 4413.995732 = -1052480.646204
  nChanged 207
		SP:Iteration 5Q (6111.790000 sec): 3 clusters
  Score: Raw -1056971.797156 + Penalty 4413.995732 = -1052557.801424
  nChanged 165
		SP:Iteration 6Q (6111.810000 sec): 3 clusters
  Score: Raw -1057033.594197 + Penalty 4413.995732 = -1052619.598465
  nChanged 142
		SP:Iteration 7Q (6111.840000 sec): 3 clusters
  Score: Raw -1057088.873319 + Penalty 4413.995732 = -1052674.877587
  nChanged 134
		SP:Iteration 8Q (6111.870000 sec): 3 clusters
  Score: Raw -1057149.398743 + Penalty 4413.995732 = -1052735.403011
  nChanged 164
		SP:Iteration 9Q (6111.890000 sec): 3 clusters
  Score: Raw -1057224.486543 + Penalty 4413.995732 = -1052810.490811
  nChanged 154
		SP:Iteration 10Q (6111.920000 sec): 3 clusters
  Score: Raw -1057308.050829 + Penalty 4413.995732 = -1052894.055097
  nChanged 184
		SP:Iteration 11Q (6111.950000 sec): 3 clusters
  Score: Raw -1057407.094419 + Penalty 4413.995732 = -1052993.098687
  nChanged 201
		SP:Iteration 12Q (6111.970000 sec): 3 clusters
  Score: Raw -1057518.425832 + Penalty 4413.995732 = -1053104.430100
  nChanged 210
		SP:Iteration 13Q (6112.000000 sec): 3 clusters
  Score: Raw -1057637.102064 + Penalty 4413.995732 = -1053223.106332
  nChanged 204
		SP:Iteration 14Q (6112.030000 sec): 3 clusters
  Score: Raw -1057760.319527 + Penalty 4413.995732 = -1053346.323795
  nChanged 203
		SP:Iteration 15Q (6112.050000 sec): 3 clusters
  Score: Raw -1057870.701905 + Penalty 4413.995732 = -1053456.706174
  nChanged 177
		SP:Iteration 16Q (6112.080000 sec): 3 clusters
  Score: Raw -1057973.756827 + Penalty 4413.995732 = -1053559.761096
  nChanged 192
		SP:Iteration 17Q (6112.110000 sec): 3 clusters
  Score: Raw -1058073.325771 + Penalty 4413.995732 = -1053659.330039
  nChanged 165
		SP:Iteration 18Q (6112.130000 sec): 3 clusters
  Score: Raw -1058153.426431 + Penalty 4413.995732 = -1053739.430699
  nChanged 143
		SP:Iteration 19Q (6112.160000 sec): 3 clusters
  Score: Raw -1058230.928645 + Penalty 4413.995732 = -1053816.932913
  nChanged 138
		SP:Iteration 20F (6112.180000 sec): 3 clusters
  Score: Raw -1058288.599590 + Penalty 4413.995732 = -1053874.603858
  nChanged 114
		SP:Iteration 21Q (6112.210000 sec): 3 clusters
  Score: Raw -1058342.690319 + Penalty 4413.995732 = -1053928.694587
  nChanged 102
		SP:Iteration 22Q (6112.230000 sec): 3 clusters
  Score: Raw -1058389.808635 + Penalty 4413.995732 = -1053975.812903
  nChanged 82
		SP:Iteration 23Q (6112.260000 sec): 3 clusters
  Score: Raw -1058423.274412 + Penalty 4413.995732 = -1054009.278680
  nChanged 64
		SP:Iteration 24Q (6112.290000 sec): 3 clusters
  Score: Raw -1058446.814374 + Penalty 4413.995732 = -1054032.818642
  nChanged 52
		SP:Iteration 25Q (6112.310000 sec): 3 clusters
  Score: Raw -1058464.167309 + Penalty 4413.995732 = -1054050.171577
  nChanged 40
		SP:Iteration 26Q (6112.330000 sec): 3 clusters
  Score: Raw -1058474.184977 + Penalty 4413.995732 = -1054060.189245
  nChanged 26
		SP:Iteration 27Q (6112.360000 sec): 3 clusters
  Score: Raw -1058481.488484 + Penalty 4413.995732 = -1054067.492752
  nChanged 33
		SP:Iteration 28Q (6112.390000 sec): 3 clusters
  Score: Raw -1058490.190543 + Penalty 4413.995732 = -1054076.194811
  nChanged 38
		SP:Iteration 29Q (6112.410000 sec): 3 clusters
  Score: Raw -1058502.430732 + Penalty 4413.995732 = -1054088.435000
  nChanged 36
		SP:Iteration 30Q (6112.430000 sec): 3 clusters
  Score: Raw -1058512.986625 + Penalty 4413.995732 = -1054098.990893
  nChanged 29
		SP:Iteration 31Q (6112.460000 sec): 3 clusters
  Score: Raw -1058520.981939 + Penalty 4413.995732 = -1054106.986207
  nChanged 31
		SP:Iteration 32Q (6112.490000 sec): 3 clusters
  Score: Raw -1058530.503282 + Penalty 4413.995732 = -1054116.507550
  nChanged 27
		SP:Iteration 33Q (6112.510000 sec): 3 clusters
  Score: Raw -1058537.326198 + Penalty 4413.995732 = -1054123.330466
  nChanged 16
		SP:Iteration 34Q (6112.530000 sec): 3 clusters
  Score: Raw -1058541.882916 + Penalty 4413.995732 = -1054127.887184
  nChanged 25
		SP:Iteration 35Q (6112.560000 sec): 3 clusters
  Score: Raw -1058549.860452 + Penalty 4413.995732 = -1054135.864720
  nChanged 27
		SP:Iteration 36Q (6112.580000 sec): 3 clusters
  Score: Raw -1058557.703893 + Penalty 4413.995732 = -1054143.708161
  nChanged 19
		SP:Iteration 37Q (6112.610000 sec): 3 clusters
  Score: Raw -1058562.579034 + Penalty 4413.995732 = -1054148.583303
  nChanged 13
		SP:Iteration 38Q (6112.630000 sec): 3 clusters
  Score: Raw -1058565.691632 + Penalty 4413.995732 = -1054151.695900
  nChanged 12
		SP:Iteration 39Q (6112.660000 sec): 3 clusters
  Score: Raw -1058568.651543 + Penalty 4413.995732 = -1054154.655811
  nChanged 12
		SP:Iteration 40F (6112.690000 sec): 3 clusters
  Score: Raw -1058570.831947 + Penalty 4413.995732 = -1054156.836216
  nChanged 12
		SP:Iteration 41Q (6112.710000 sec): 3 clusters
  Score: Raw -1058573.557041 + Penalty 4413.995732 = -1054159.561309
  nChanged 12
		SP:Iteration 42Q (6112.730000 sec): 3 clusters
  Score: Raw -1058575.806760 + Penalty 4413.995732 = -1054161.811028
  nChanged 7
		SP:Iteration 43Q (6112.760000 sec): 3 clusters
  Score: Raw -1058577.316291 + Penalty 4413.995732 = -1054163.320559
  nChanged 5
		SP:Iteration 44Q (6112.780000 sec): 3 clusters
  Score: Raw -1058578.682123 + Penalty 4413.995732 = -1054164.686391
  nChanged 4
		SP:Iteration 45Q (6112.810000 sec): 3 clusters
  Score: Raw -1058579.497528 + Penalty 4413.995732 = -1054165.501796
  nChanged 6
		SP:Iteration 46Q (6112.830000 sec): 3 clusters
  Score: Raw -1058580.603486 + Penalty 4413.995732 = -1054166.607754
  nChanged 5
		SP:Iteration 47Q (6112.860000 sec): 3 clusters
  Score: Raw -1058581.696578 + Penalty 4413.995732 = -1054167.700846
  nChanged 4
		SP:Iteration 48Q (6112.880000 sec): 3 clusters
  Score: Raw -1058582.263700 + Penalty 4413.995732 = -1054168.267968
  nChanged 5
		SP:Iteration 49Q (6112.910000 sec): 3 clusters
  Score: Raw -1058582.716939 + Penalty 4413.995732 = -1054168.721207
  nChanged 3
		SP:Iteration 50Q (6112.930000 sec): 3 clusters
  Score: Raw -1058583.401106 + Penalty 4413.995732 = -1054169.405374
  nChanged 3
		SP:Iteration 51Q (6112.960000 sec): 3 clusters
  Score: Raw -1058583.768401 + Penalty 4413.995732 = -1054169.772669
  nChanged 2
		SP:Iteration 52Q (6112.980000 sec): 3 clusters
  Score: Raw -1058584.748438 + Penalty 4413.995732 = -1054170.752706
  nChanged 2
		SP:Iteration 53Q (6113.010000 sec): 3 clusters
  Score: Raw -1058585.143695 + Penalty 4413.995732 = -1054171.147963
  nChanged 1
		SP:Iteration 54Q (6113.030000 sec): 3 clusters
  Score: Raw -1058585.292485 + Penalty 4413.995732 = -1054171.296753
  nChanged 1
		SP:Iteration 55Q (6113.050000 sec): 3 clusters
  Score: Raw -1058585.435745 + Penalty 4413.995732 = -1054171.440013
  nChanged 4
		SP:Iteration 56Q (6113.080000 sec): 3 clusters
  Score: Raw -1058586.443629 + Penalty 4413.995732 = -1054172.447897
  nChanged 3
		SP:Iteration 57Q (6113.110000 sec): 3 clusters
  Score: Raw -1058587.044807 + Penalty 4413.995732 = -1054173.049076
  nChanged 3
		SP:Iteration 58Q (6113.130000 sec): 3 clusters
  Score: Raw -1058587.648168 + Penalty 4413.995732 = -1054173.652437
  nChanged 4
		SP:Iteration 59Q (6113.150000 sec): 3 clusters
  Score: Raw -1058588.161569 + Penalty 4413.995732 = -1054174.165837
  nChanged 3
		SP:Iteration 60F (6113.180000 sec): 3 clusters
  Score: Raw -1058588.740970 + Penalty 4413.995732 = -1054174.745238
  nChanged 5
		SP:Iteration 61Q (6113.210000 sec): 3 clusters
  Score: Raw -1058589.428216 + Penalty 4413.995732 = -1054175.432484
  nChanged 2
		SP:Iteration 62Q (6113.230000 sec): 3 clusters
  Score: Raw -1058589.708235 + Penalty 4413.995732 = -1054175.712503
  nChanged 5
		SP:Iteration 63Q (6113.250000 sec): 3 clusters
  Score: Raw -1058591.002370 + Penalty 4413.995732 = -1054177.006638
  nChanged 4
		SP:Iteration 64Q (6113.280000 sec): 3 clusters
  Score: Raw -1058591.875803 + Penalty 4413.995732 = -1054177.880071
  nChanged 2
		SP:Iteration 65Q (6113.300000 sec): 3 clusters
  Score: Raw -1058592.103959 + Penalty 4413.995732 = -1054178.108227
  nChanged 0
		SP:Iteration 66F (6113.330000 sec): 3 clusters
  Score: Raw -1058592.103959 + Penalty 4413.995732 = -1054178.108227
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6113.430000 sec): 2 clusters
  Score: Raw -4011803.400024 + Penalty 2531.919617 = -4009271.480406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6113.530000 sec): 3 clusters
  Score: Raw -3995577.362735 + Penalty 5063.839235 = -3990513.523501
  nChanged 12138
		SP:Iteration 1F (6113.630000 sec): 3 clusters
  Score: Raw -4002113.495928 + Penalty 5063.839235 = -3997049.656693
  nChanged 1349
		SP:Iteration 2Q (6113.730000 sec): 3 clusters
  Score: Raw -4002607.988935 + Penalty 5063.839235 = -3997544.149701
  nChanged 1350
		SP:Iteration 3Q (6113.830000 sec): 3 clusters
  Score: Raw -4003152.432969 + Penalty 5063.839235 = -3998088.593734
  nChanged 1365
		SP:Iteration 4F (6113.930000 sec): 3 clusters
  Score: Raw -4003765.932490 + Penalty 5063.839235 = -3998702.093256
  nChanged 1409
		SP:Iteration 5F (6114.030000 sec): 3 clusters
  Score: Raw -4004463.094949 + Penalty 5063.839235 = -3999399.255715
  nChanged 1487
		SP:Iteration 6F (6114.130000 sec): 3 clusters
  Score: Raw -4005271.320227 + Penalty 5063.839235 = -4000207.480993
  nChanged 1557
		SP:Iteration 7F (6114.230000 sec): 3 clusters
  Score: Raw -4006166.072857 + Penalty 5063.839235 = -4001102.233622
  nChanged 1494
		SP:Iteration 8F (6114.330000 sec): 3 clusters
  Score: Raw -4007066.330538 + Penalty 5063.839235 = -4002002.491303
  nChanged 1309
		SP:Iteration 9Q (6114.430000 sec): 3 clusters
  Score: Raw -4007915.578935 + Penalty 5063.839235 = -4002851.739700
  nChanged 1226
		SP:Iteration 10Q (6114.530000 sec): 3 clusters
  Score: Raw -4008790.737427 + Penalty 5063.839235 = -4003726.898193
  nChanged 1044
		SP:Iteration 11Q (6114.640000 sec): 3 clusters
  Score: Raw -4009587.477146 + Penalty 5063.839235 = -4004523.637911
  nChanged 860
		SP:Iteration 12Q (6114.740000 sec): 3 clusters
  Score: Raw -4010192.745527 + Penalty 5063.839235 = -4005128.906292
  nChanged 648
		SP:Iteration 13Q (6114.830000 sec): 3 clusters
  Score: Raw -4010597.475231 + Penalty 5063.839235 = -4005533.635997
  nChanged 490
		SP:Iteration 14Q (6114.930000 sec): 3 clusters
  Score: Raw -4010860.441364 + Penalty 5063.839235 = -4005796.602130
  nChanged 372
		SP:Iteration 15Q (6115.020000 sec): 3 clusters
  Score: Raw -4011026.331784 + Penalty 5063.839235 = -4005962.492550
  nChanged 288
		SP:Iteration 16Q (6115.110000 sec): 3 clusters
  Score: Raw -4011140.775166 + Penalty 5063.839235 = -4006076.935931
  nChanged 243
		SP:Iteration 17Q (6115.190000 sec): 3 clusters
  Score: Raw -4011225.808577 + Penalty 5063.839235 = -4006161.969343
  nChanged 212
		SP:Iteration 18Q (6115.280000 sec): 3 clusters
  Score: Raw -4011302.705145 + Penalty 5063.839235 = -4006238.865911
  nChanged 212
		SP:Iteration 19Q (6115.370000 sec): 3 clusters
  Score: Raw -4011383.356354 + Penalty 5063.839235 = -4006319.517119
  nChanged 215
		SP:Iteration 20F (6115.470000 sec): 3 clusters
  Score: Raw -4011466.078030 + Penalty 5063.839235 = -4006402.238795
  nChanged 229
		SP:Iteration 21Q (6115.550000 sec): 3 clusters
  Score: Raw -4011552.731124 + Penalty 5063.839235 = -4006488.891889
  nChanged 210
		SP:Iteration 22Q (6115.630000 sec): 3 clusters
  Score: Raw -4011627.852853 + Penalty 5063.839235 = -4006564.013619
  nChanged 182
		SP:Iteration 23Q (6115.710000 sec): 3 clusters
  Score: Raw -4011691.895195 + Penalty 5063.839235 = -4006628.055961
  nChanged 164
		SP:Iteration 24Q (6115.790000 sec): 3 clusters
  Score: Raw -4011748.488840 + Penalty 5063.839235 = -4006684.649606
  nChanged 139
		SP:Iteration 25Q (6115.870000 sec): 3 clusters
  Score: Raw -4011795.851852 + Penalty 5063.839235 = -4006732.012618
  nChanged 131
		SP:Iteration 26Q (6115.950000 sec): 3 clusters
  Score: Raw -4011845.928394 + Penalty 5063.839235 = -4006782.089160
  nChanged 120
		SP:Iteration 27Q (6116.030000 sec): 3 clusters
  Score: Raw -4011886.642308 + Penalty 5063.839235 = -4006822.803074
  nChanged 98
		SP:Iteration 28Q (6116.110000 sec): 3 clusters
  Score: Raw -4011917.439614 + Penalty 5063.839235 = -4006853.600379
  nChanged 81
		SP:Iteration 29Q (6116.180000 sec): 3 clusters
  Score: Raw -4011945.238261 + Penalty 5063.839235 = -4006881.399026
  nChanged 84
		SP:Iteration 30Q (6116.260000 sec): 3 clusters
  Score: Raw -4011972.579876 + Penalty 5063.839235 = -4006908.740641
  nChanged 66
		SP:Iteration 31Q (6116.330000 sec): 3 clusters
  Score: Raw -4011990.197505 + Penalty 5063.839235 = -4006926.358271
  nChanged 49
		SP:Iteration 32Q (6116.410000 sec): 3 clusters
  Score: Raw -4012004.902432 + Penalty 5063.839235 = -4006941.063197
  nChanged 40
		SP:Iteration 33Q (6116.490000 sec): 3 clusters
  Score: Raw -4012015.696580 + Penalty 5063.839235 = -4006951.857346
  nChanged 40
		SP:Iteration 34Q (6116.560000 sec): 3 clusters
  Score: Raw -4012026.265963 + Penalty 5063.839235 = -4006962.426728
  nChanged 31
		SP:Iteration 35Q (6116.640000 sec): 3 clusters
  Score: Raw -4012034.784097 + Penalty 5063.839235 = -4006970.944863
  nChanged 30
		SP:Iteration 36Q (6116.710000 sec): 3 clusters
  Score: Raw -4012044.428146 + Penalty 5063.839235 = -4006980.588912
  nChanged 40
		SP:Iteration 37Q (6116.790000 sec): 3 clusters
  Score: Raw -4012056.639869 + Penalty 5063.839235 = -4006992.800634
  nChanged 36
		SP:Iteration 38Q (6116.870000 sec): 3 clusters
  Score: Raw -4012068.038594 + Penalty 5063.839235 = -4007004.199359
  nChanged 29
		SP:Iteration 39Q (6116.940000 sec): 3 clusters
  Score: Raw -4012075.329974 + Penalty 5063.839235 = -4007011.490739
  nChanged 26
		SP:Iteration 40F (6117.040000 sec): 3 clusters
  Score: Raw -4012082.817746 + Penalty 5063.839235 = -4007018.978511
  nChanged 21
		SP:Iteration 41Q (6117.120000 sec): 3 clusters
  Score: Raw -4012088.913760 + Penalty 5063.839235 = -4007025.074525
  nChanged 25
		SP:Iteration 42Q (6117.190000 sec): 3 clusters
  Score: Raw -4012094.758363 + Penalty 5063.839235 = -4007030.919128
  nChanged 28
		SP:Iteration 43Q (6117.270000 sec): 3 clusters
  Score: Raw -4012101.570284 + Penalty 5063.839235 = -4007037.731050
  nChanged 20
		SP:Iteration 44Q (6117.340000 sec): 3 clusters
  Score: Raw -4012107.557640 + Penalty 5063.839235 = -4007043.718405
  nChanged 21
		SP:Iteration 45Q (6117.410000 sec): 3 clusters
  Score: Raw -4012114.837310 + Penalty 5063.839235 = -4007050.998075
  nChanged 26
		SP:Iteration 46Q (6117.490000 sec): 3 clusters
  Score: Raw -4012123.889378 + Penalty 5063.839235 = -4007060.050144
  nChanged 27
		SP:Iteration 47Q (6117.560000 sec): 3 clusters
  Score: Raw -4012132.634249 + Penalty 5063.839235 = -4007068.795014
  nChanged 24
		SP:Iteration 48Q (6117.640000 sec): 3 clusters
  Score: Raw -4012139.539625 + Penalty 5063.839235 = -4007075.700391
  nChanged 19
		SP:Iteration 49Q (6117.710000 sec): 3 clusters
  Score: Raw -4012144.826903 + Penalty 5063.839235 = -4007080.987669
  nChanged 19
		SP:Iteration 50Q (6117.790000 sec): 3 clusters
  Score: Raw -4012149.449872 + Penalty 5063.839235 = -4007085.610638
  nChanged 7
		SP:Iteration 51Q (6117.860000 sec): 3 clusters
  Score: Raw -4012150.772380 + Penalty 5063.839235 = -4007086.933146
  nChanged 5
		SP:Iteration 52Q (6117.930000 sec): 3 clusters
  Score: Raw -4012151.677780 + Penalty 5063.839235 = -4007087.838545
  nChanged 6
		SP:Iteration 53Q (6118.010000 sec): 3 clusters
  Score: Raw -4012153.314753 + Penalty 5063.839235 = -4007089.475518
  nChanged 5
		SP:Iteration 54Q (6118.080000 sec): 3 clusters
  Score: Raw -4012154.776655 + Penalty 5063.839235 = -4007090.937420
  nChanged 6
		SP:Iteration 55Q (6118.150000 sec): 3 clusters
  Score: Raw -4012157.713900 + Penalty 5063.839235 = -4007093.874666
  nChanged 11
		SP:Iteration 56Q (6118.230000 sec): 3 clusters
  Score: Raw -4012160.894046 + Penalty 5063.839235 = -4007097.054812
  nChanged 12
		SP:Iteration 57Q (6118.300000 sec): 3 clusters
  Score: Raw -4012164.750896 + Penalty 5063.839235 = -4007100.911662
  nChanged 17
		SP:Iteration 58Q (6118.380000 sec): 3 clusters
  Score: Raw -4012169.355222 + Penalty 5063.839235 = -4007105.515988
  nChanged 10
		SP:Iteration 59Q (6118.450000 sec): 3 clusters
  Score: Raw -4012172.187367 + Penalty 5063.839235 = -4007108.348132
  nChanged 7
		SP:Iteration 60F (6118.560000 sec): 3 clusters
  Score: Raw -4012174.467660 + Penalty 5063.839235 = -4007110.628425
  nChanged 7
		SP:Iteration 61Q (6118.630000 sec): 3 clusters
  Score: Raw -4012175.978499 + Penalty 5063.839235 = -4007112.139265
  nChanged 3
		SP:Iteration 62Q (6118.700000 sec): 3 clusters
  Score: Raw -4012176.523925 + Penalty 5063.839235 = -4007112.684691
  nChanged 5
		SP:Iteration 63Q (6118.780000 sec): 3 clusters
  Score: Raw -4012177.330564 + Penalty 5063.839235 = -4007113.491330
  nChanged 3
		SP:Iteration 64Q (6118.850000 sec): 3 clusters
  Score: Raw -4012177.820382 + Penalty 5063.839235 = -4007113.981148
  nChanged 1
		SP:Iteration 65Q (6118.930000 sec): 3 clusters
  Score: Raw -4012178.027687 + Penalty 5063.839235 = -4007114.188452
  nChanged 1
		SP:Iteration 66Q (6119.000000 sec): 3 clusters
  Score: Raw -4012178.375518 + Penalty 5063.839235 = -4007114.536283
  nChanged 2
		SP:Iteration 67Q (6119.070000 sec): 3 clusters
  Score: Raw -4012179.032840 + Penalty 5063.839235 = -4007115.193606
  nChanged 2
		SP:Iteration 68Q (6119.150000 sec): 3 clusters
  Score: Raw -4012179.746279 + Penalty 5063.839235 = -4007115.907045
  nChanged 2
		SP:Iteration 69Q (6119.220000 sec): 3 clusters
  Score: Raw -4012180.056743 + Penalty 5063.839235 = -4007116.217508
  nChanged 2
		SP:Iteration 70Q (6119.290000 sec): 3 clusters
  Score: Raw -4012180.323984 + Penalty 5063.839235 = -4007116.484749
  nChanged 0
		SP:Iteration 71F (6119.390000 sec): 3 clusters
  Score: Raw -4012180.323984 + Penalty 5063.839235 = -4007116.484749
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6119.470000 sec): 2 clusters
  Score: Raw -3327355.762257 + Penalty 2501.290992 = -3324854.471265
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6119.560000 sec): 3 clusters
  Score: Raw -3313252.432437 + Penalty 5002.581984 = -3308249.850453
  nChanged 10600
		SP:Iteration 1F (6119.650000 sec): 3 clusters
  Score: Raw -3319238.594260 + Penalty 5002.581984 = -3314236.012276
  nChanged 1389
		SP:Iteration 2F (6119.730000 sec): 3 clusters
  Score: Raw -3319887.191658 + Penalty 5002.581984 = -3314884.609673
  nChanged 1293
		SP:Iteration 3F (6119.830000 sec): 3 clusters
  Score: Raw -3320544.154269 + Penalty 5002.581984 = -3315541.572285
  nChanged 1289
		SP:Iteration 4F (6119.910000 sec): 3 clusters
  Score: Raw -3321287.597352 + Penalty 5002.581984 = -3316285.015367
  nChanged 1375
		SP:Iteration 5F (6120.000000 sec): 3 clusters
  Score: Raw -3322208.464778 + Penalty 5002.581984 = -3317205.882794
  nChanged 1424
		SP:Iteration 6F (6120.090000 sec): 3 clusters
  Score: Raw -3323216.743912 + Penalty 5002.581984 = -3318214.161927
  nChanged 1379
		SP:Iteration 7F (6120.170000 sec): 3 clusters
  Score: Raw -3324285.385150 + Penalty 5002.581984 = -3319282.803166
  nChanged 1243
		SP:Iteration 8F (6120.260000 sec): 3 clusters
  Score: Raw -3325334.584946 + Penalty 5002.581984 = -3320332.002961
  nChanged 1015
		SP:Iteration 9Q (6120.350000 sec): 3 clusters
  Score: Raw -3326267.236756 + Penalty 5002.581984 = -3321264.654771
  nChanged 689
		SP:Iteration 10Q (6120.430000 sec): 3 clusters
  Score: Raw -3326917.167191 + Penalty 5002.581984 = -3321914.585206
  nChanged 414
		SP:Iteration 11Q (6120.510000 sec): 3 clusters
  Score: Raw -3327313.014398 + Penalty 5002.581984 = -3322310.432414
  nChanged 243
		SP:Iteration 12Q (6120.580000 sec): 3 clusters
  Score: Raw -3327508.203598 + Penalty 5002.581984 = -3322505.621613
  nChanged 136
		SP:Iteration 13Q (6120.650000 sec): 3 clusters
  Score: Raw -3327610.363911 + Penalty 5002.581984 = -3322607.781927
  nChanged 91
		SP:Iteration 14Q (6120.710000 sec): 3 clusters
  Score: Raw -3327671.935464 + Penalty 5002.581984 = -3322669.353479
  nChanged 67
		SP:Iteration 15Q (6120.780000 sec): 3 clusters
  Score: Raw -3327715.837979 + Penalty 5002.581984 = -3322713.255994
  nChanged 45
		SP:Iteration 16Q (6120.840000 sec): 3 clusters
  Score: Raw -3327749.233481 + Penalty 5002.581984 = -3322746.651497
  nChanged 38
		SP:Iteration 17Q (6120.910000 sec): 3 clusters
  Score: Raw -3327778.536003 + Penalty 5002.581984 = -3322775.954019
  nChanged 28
		SP:Iteration 18Q (6120.970000 sec): 3 clusters
  Score: Raw -3327799.448769 + Penalty 5002.581984 = -3322796.866785
  nChanged 18
		SP:Iteration 19Q (6121.040000 sec): 3 clusters
  Score: Raw -3327809.807271 + Penalty 5002.581984 = -3322807.225286
  nChanged 15
		SP:Iteration 20F (6121.120000 sec): 3 clusters
  Score: Raw -3327819.832872 + Penalty 5002.581984 = -3322817.250887
  nChanged 16
		SP:Iteration 21Q (6121.190000 sec): 3 clusters
  Score: Raw -3327828.925962 + Penalty 5002.581984 = -3322826.343977
  nChanged 13
		SP:Iteration 22Q (6121.250000 sec): 3 clusters
  Score: Raw -3327834.517627 + Penalty 5002.581984 = -3322831.935642
  nChanged 8
		SP:Iteration 23Q (6121.310000 sec): 3 clusters
  Score: Raw -3327837.976869 + Penalty 5002.581984 = -3322835.394884
  nChanged 8
		SP:Iteration 24Q (6121.380000 sec): 3 clusters
  Score: Raw -3327843.856858 + Penalty 5002.581984 = -3322841.274874
  nChanged 9
		SP:Iteration 25Q (6121.440000 sec): 3 clusters
  Score: Raw -3327849.320754 + Penalty 5002.581984 = -3322846.738770
  nChanged 9
		SP:Iteration 26Q (6121.510000 sec): 3 clusters
  Score: Raw -3327853.314212 + Penalty 5002.581984 = -3322850.732228
  nChanged 5
		SP:Iteration 27Q (6121.570000 sec): 3 clusters
  Score: Raw -3327857.072402 + Penalty 5002.581984 = -3322854.490417
  nChanged 6
		SP:Iteration 28Q (6121.630000 sec): 3 clusters
  Score: Raw -3327862.961586 + Penalty 5002.581984 = -3322860.379602
  nChanged 5
		SP:Iteration 29Q (6121.700000 sec): 3 clusters
  Score: Raw -3327866.320504 + Penalty 5002.581984 = -3322863.738519
  nChanged 1
		SP:Iteration 30Q (6121.760000 sec): 3 clusters
  Score: Raw -3327866.774944 + Penalty 5002.581984 = -3322864.192960
  nChanged 1
		SP:Iteration 31Q (6121.820000 sec): 3 clusters
  Score: Raw -3327867.162606 + Penalty 5002.581984 = -3322864.580622
  nChanged 0
		SP:Iteration 32F (6121.910000 sec): 3 clusters
  Score: Raw -3327867.162606 + Penalty 5002.581984 = -3322864.580622
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6121.930000 sec): 2 clusters
  Score: Raw -493895.315700 + Penalty 2018.942818 = -491876.372882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6121.940000 sec): 3 clusters
  Score: Raw -492413.116208 + Penalty 4037.885636 = -488375.230572
  nChanged 1210
		SP:Iteration 1F (6121.950000 sec): 3 clusters
  Score: Raw -493189.851311 + Penalty 4037.885636 = -489151.965675
  nChanged 276
		SP:Iteration 2F (6121.970000 sec): 3 clusters
  Score: Raw -493418.601602 + Penalty 4037.885636 = -489380.715965
  nChanged 217
		SP:Iteration 3F (6121.980000 sec): 3 clusters
  Score: Raw -493609.873731 + Penalty 4037.885636 = -489571.988094
  nChanged 169
		SP:Iteration 4Q (6121.990000 sec): 3 clusters
  Score: Raw -493775.857248 + Penalty 4037.885636 = -489737.971611
  nChanged 168
		SP:Iteration 5Q (6122.010000 sec): 3 clusters
  Score: Raw -493958.226517 + Penalty 4037.885636 = -489920.340881
  nChanged 176
		SP:Iteration 6F (6122.020000 sec): 3 clusters
  Score: Raw -494188.752595 + Penalty 4037.885636 = -490150.866959
  nChanged 166
		SP:Iteration 7Q (6122.030000 sec): 3 clusters
  Score: Raw -494379.362782 + Penalty 4037.885636 = -490341.477146
  nChanged 124
		SP:Iteration 8Q (6122.040000 sec): 3 clusters
  Score: Raw -494524.316448 + Penalty 4037.885636 = -490486.430812
  nChanged 107
		SP:Iteration 9Q (6122.050000 sec): 3 clusters
  Score: Raw -494659.077147 + Penalty 4037.885636 = -490621.191510
  nChanged 100
		SP:Iteration 10Q (6122.070000 sec): 3 clusters
  Score: Raw -494803.256283 + Penalty 4037.885636 = -490765.370647
  nChanged 118
		SP:Iteration 11Q (6122.080000 sec): 3 clusters
  Score: Raw -494981.850625 + Penalty 4037.885636 = -490943.964988
  nChanged 116
		SP:Iteration 12Q (6122.090000 sec): 3 clusters
  Score: Raw -495149.370065 + Penalty 4037.885636 = -491111.484428
  nChanged 86
		SP:Iteration 13Q (6122.100000 sec): 3 clusters
  Score: Raw -495250.412727 + Penalty 4037.885636 = -491212.527090
  nChanged 84
		SP:Iteration 14Q (6122.110000 sec): 3 clusters
  Score: Raw -495336.883736 + Penalty 4037.885636 = -491298.998100
  nChanged 61
		SP:Iteration 15Q (6122.120000 sec): 3 clusters
  Score: Raw -495389.117768 + Penalty 4037.885636 = -491351.232132
  nChanged 54
		SP:Iteration 16Q (6122.130000 sec): 3 clusters
  Score: Raw -495430.631750 + Penalty 4037.885636 = -491392.746114
  nChanged 48
		SP:Iteration 17Q (6122.140000 sec): 3 clusters
  Score: Raw -495466.927291 + Penalty 4037.885636 = -491429.041654
  nChanged 48
		SP:Iteration 18Q (6122.150000 sec): 3 clusters
  Score: Raw -495500.255975 + Penalty 4037.885636 = -491462.370339
  nChanged 35
		SP:Iteration 19Q (6122.160000 sec): 3 clusters
  Score: Raw -495522.467478 + Penalty 4037.885636 = -491484.581841
  nChanged 28
		SP:Iteration 20F (6122.170000 sec): 3 clusters
  Score: Raw -495539.915549 + Penalty 4037.885636 = -491502.029913
  nChanged 27
		SP:Iteration 21Q (6122.190000 sec): 3 clusters
  Score: Raw -495556.696236 + Penalty 4037.885636 = -491518.810599
  nChanged 26
		SP:Iteration 22Q (6122.190000 sec): 3 clusters
  Score: Raw -495569.750241 + Penalty 4037.885636 = -491531.864605
  nChanged 15
		SP:Iteration 23Q (6122.210000 sec): 3 clusters
  Score: Raw -495574.995492 + Penalty 4037.885636 = -491537.109856
  nChanged 11
		SP:Iteration 24Q (6122.210000 sec): 3 clusters
  Score: Raw -495580.311330 + Penalty 4037.885636 = -491542.425693
  nChanged 9
		SP:Iteration 25Q (6122.230000 sec): 3 clusters
  Score: Raw -495584.130466 + Penalty 4037.885636 = -491546.244830
  nChanged 8
		SP:Iteration 26Q (6122.230000 sec): 3 clusters
  Score: Raw -495587.494411 + Penalty 4037.885636 = -491549.608774
  nChanged 4
		SP:Iteration 27Q (6122.250000 sec): 3 clusters
  Score: Raw -495588.062259 + Penalty 4037.885636 = -491550.176622
  nChanged 2
		SP:Iteration 28Q (6122.260000 sec): 3 clusters
  Score: Raw -495588.853823 + Penalty 4037.885636 = -491550.968187
  nChanged 5
		SP:Iteration 29Q (6122.270000 sec): 3 clusters
  Score: Raw -495590.900287 + Penalty 4037.885636 = -491553.014651
  nChanged 5
		SP:Iteration 30Q (6122.280000 sec): 3 clusters
  Score: Raw -495593.021256 + Penalty 4037.885636 = -491555.135620
  nChanged 4
		SP:Iteration 31Q (6122.290000 sec): 3 clusters
  Score: Raw -495595.249246 + Penalty 4037.885636 = -491557.363610
  nChanged 3
		SP:Iteration 32Q (6122.300000 sec): 3 clusters
  Score: Raw -495596.464069 + Penalty 4037.885636 = -491558.578432
  nChanged 2
		SP:Iteration 33Q (6122.310000 sec): 3 clusters
  Score: Raw -495597.189820 + Penalty 4037.885636 = -491559.304183
  nChanged 2
		SP:Iteration 34Q (6122.320000 sec): 3 clusters
  Score: Raw -495597.786656 + Penalty 4037.885636 = -491559.901019
  nChanged 1
		SP:Iteration 35Q (6122.330000 sec): 3 clusters
  Score: Raw -495597.970177 + Penalty 4037.885636 = -491560.084541
  nChanged 1
		SP:Iteration 36Q (6122.340000 sec): 3 clusters
  Score: Raw -495598.090189 + Penalty 4037.885636 = -491560.204552
  nChanged 0
		SP:Iteration 37F (6122.350000 sec): 3 clusters
  Score: Raw -495598.090189 + Penalty 4037.885636 = -491560.204552
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6122.350000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6122.360000 sec): 3 clusters
  Score: Raw -126948.035820 + Penalty 3350.283633 = -123597.752187
  nChanged 201
		SP:Iteration 1F (6122.360000 sec): 3 clusters
  Score: Raw -127195.484876 + Penalty 3350.283633 = -123845.201243
  nChanged 38
		SP:Iteration 2Q (6122.370000 sec): 3 clusters
  Score: Raw -127275.347124 + Penalty 3350.283633 = -123925.063490
  nChanged 32
		SP:Iteration 3Q (6122.370000 sec): 3 clusters
  Score: Raw -127334.115570 + Penalty 3350.283633 = -123983.831936
  nChanged 25
		SP:Iteration 4Q (6122.370000 sec): 3 clusters
  Score: Raw -127375.793814 + Penalty 3350.283633 = -124025.510181
  nChanged 9
		SP:Iteration 5Q (6122.370000 sec): 3 clusters
  Score: Raw -127389.531074 + Penalty 3350.283633 = -124039.247440
  nChanged 9
		SP:Iteration 6Q (6122.380000 sec): 3 clusters
  Score: Raw -127407.633008 + Penalty 3350.283633 = -124057.349375
  nChanged 10
		SP:Iteration 7Q (6122.380000 sec): 3 clusters
  Score: Raw -127419.041451 + Penalty 3350.283633 = -124068.757818
  nChanged 4
		SP:Iteration 8Q (6122.380000 sec): 3 clusters
  Score: Raw -127423.685976 + Penalty 3350.283633 = -124073.402343
  nChanged 3
		SP:Iteration 9Q (6122.390000 sec): 3 clusters
  Score: Raw -127427.076206 + Penalty 3350.283633 = -124076.792572
  nChanged 3
		SP:Iteration 10Q (6122.390000 sec): 3 clusters
  Score: Raw -127430.731841 + Penalty 3350.283633 = -124080.448208
  nChanged 3
		SP:Iteration 11Q (6122.390000 sec): 3 clusters
  Score: Raw -127435.819574 + Penalty 3350.283633 = -124085.535941
  nChanged 2
		SP:Iteration 12Q (6122.390000 sec): 3 clusters
  Score: Raw -127439.671705 + Penalty 3350.283633 = -124089.388071
  nChanged 2
		SP:Iteration 13Q (6122.400000 sec): 3 clusters
  Score: Raw -127441.145555 + Penalty 3350.283633 = -124090.861921
  nChanged 1
		SP:Iteration 14Q (6122.400000 sec): 3 clusters
  Score: Raw -127442.033958 + Penalty 3350.283633 = -124091.750325
  nChanged 0
		SP:Iteration 15F (6122.400000 sec): 3 clusters
  Score: Raw -127442.033958 + Penalty 3350.283633 = -124091.750325
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6122.410000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6122.410000 sec): 3 clusters
  Score: Raw -33638.118928 + Penalty 2756.186719 = -30881.932210
  nChanged 37
		SP:Iteration 1F (6122.410000 sec): 3 clusters
  Score: Raw -33759.621078 + Penalty 2756.186719 = -31003.434359
  nChanged 9
		SP:Iteration 2Q (6122.410000 sec): 3 clusters
  Score: Raw -33797.341710 + Penalty 2756.186719 = -31041.154991
  nChanged 4
		SP:Iteration 3Q (6122.410000 sec): 3 clusters
  Score: Raw -33820.702978 + Penalty 2756.186719 = -31064.516260
  nChanged 6
		SP:Iteration 4Q (6122.410000 sec): 3 clusters
  Score: Raw -33844.923068 + Penalty 2756.186719 = -31088.736349
  nChanged 4
		SP:Iteration 5Q (6122.410000 sec): 3 clusters
  Score: Raw -33852.692494 + Penalty 2756.186719 = -31096.505775
  nChanged 1
		SP:Iteration 6Q (6122.410000 sec): 3 clusters
  Score: Raw -33857.638116 + Penalty 2756.186719 = -31101.451397
  nChanged 1
		SP:Iteration 7Q (6122.410000 sec): 3 clusters
  Score: Raw -33861.262424 + Penalty 2756.186719 = -31105.075705
  nChanged 0
		SP:Iteration 8F (6122.410000 sec): 3 clusters
  Score: Raw -33861.262424 + Penalty 2756.186719 = -31105.075705
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13714 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6122.460000 sec): 2 clusters
  Score: Raw -2046937.592083 + Penalty 2362.490777 = -2044575.101306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6122.510000 sec): 3 clusters
  Score: Raw -2039165.030048 + Penalty 4724.981554 = -2034440.048494
  nChanged 5851
		SP:Iteration 1F (6122.560000 sec): 3 clusters
  Score: Raw -2042424.747410 + Penalty 4724.981554 = -2037699.765856
  nChanged 783
		SP:Iteration 2F (6122.610000 sec): 3 clusters
  Score: Raw -2042725.798994 + Penalty 4724.981554 = -2038000.817440
  nChanged 582
		SP:Iteration 3Q (6122.660000 sec): 3 clusters
  Score: Raw -2042935.468689 + Penalty 4724.981554 = -2038210.487135
  nChanged 496
		SP:Iteration 4Q (6122.710000 sec): 3 clusters
  Score: Raw -2043108.314849 + Penalty 4724.981554 = -2038383.333295
  nChanged 446
		SP:Iteration 5Q (6122.760000 sec): 3 clusters
  Score: Raw -2043244.394763 + Penalty 4724.981554 = -2038519.413209
  nChanged 383
		SP:Iteration 6Q (6122.810000 sec): 3 clusters
  Score: Raw -2043380.389673 + Penalty 4724.981554 = -2038655.408119
  nChanged 375
		SP:Iteration 7Q (6122.860000 sec): 3 clusters
  Score: Raw -2043516.994810 + Penalty 4724.981554 = -2038792.013256
  nChanged 392
		SP:Iteration 8Q (6122.910000 sec): 3 clusters
  Score: Raw -2043677.747778 + Penalty 4724.981554 = -2038952.766224
  nChanged 398
		SP:Iteration 9Q (6122.960000 sec): 3 clusters
  Score: Raw -2043844.134427 + Penalty 4724.981554 = -2039119.152873
  nChanged 450
		SP:Iteration 10Q (6123.010000 sec): 3 clusters
  Score: Raw -2044047.835651 + Penalty 4724.981554 = -2039322.854097
  nChanged 509
		SP:Iteration 11Q (6123.050000 sec): 3 clusters
  Score: Raw -2044300.954727 + Penalty 4724.981554 = -2039575.973173
  nChanged 569
		SP:Iteration 12Q (6123.110000 sec): 3 clusters
  Score: Raw -2044638.682609 + Penalty 4724.981554 = -2039913.701055
  nChanged 618
		SP:Iteration 13Q (6123.150000 sec): 3 clusters
  Score: Raw -2045029.819051 + Penalty 4724.981554 = -2040304.837497
  nChanged 591
		SP:Iteration 14Q (6123.200000 sec): 3 clusters
  Score: Raw -2045456.554955 + Penalty 4724.981554 = -2040731.573401
  nChanged 541
		SP:Iteration 15Q (6123.250000 sec): 3 clusters
  Score: Raw -2045833.263711 + Penalty 4724.981554 = -2041108.282157
  nChanged 457
		SP:Iteration 16Q (6123.300000 sec): 3 clusters
  Score: Raw -2046162.538879 + Penalty 4724.981554 = -2041437.557325
  nChanged 373
		SP:Iteration 17Q (6123.340000 sec): 3 clusters
  Score: Raw -2046435.723905 + Penalty 4724.981554 = -2041710.742351
  nChanged 281
		SP:Iteration 18Q (6123.390000 sec): 3 clusters
  Score: Raw -2046652.244528 + Penalty 4724.981554 = -2041927.262974
  nChanged 210
		SP:Iteration 19Q (6123.430000 sec): 3 clusters
  Score: Raw -2046821.292338 + Penalty 4724.981554 = -2042096.310784
  nChanged 148
		SP:Iteration 20F (6123.480000 sec): 3 clusters
  Score: Raw -2046939.849762 + Penalty 4724.981554 = -2042214.868208
  nChanged 104
		SP:Iteration 21Q (6123.520000 sec): 3 clusters
  Score: Raw -2047019.370266 + Penalty 4724.981554 = -2042294.388712
  nChanged 65
		SP:Iteration 22Q (6123.560000 sec): 3 clusters
  Score: Raw -2047071.915318 + Penalty 4724.981554 = -2042346.933764
  nChanged 58
		SP:Iteration 23Q (6123.600000 sec): 3 clusters
  Score: Raw -2047113.278898 + Penalty 4724.981554 = -2042388.297344
  nChanged 33
		SP:Iteration 24Q (6123.630000 sec): 3 clusters
  Score: Raw -2047139.448174 + Penalty 4724.981554 = -2042414.466620
  nChanged 30
		SP:Iteration 25Q (6123.670000 sec): 3 clusters
  Score: Raw -2047167.025315 + Penalty 4724.981554 = -2042442.043761
  nChanged 17
		SP:Iteration 26Q (6123.710000 sec): 3 clusters
  Score: Raw -2047182.827678 + Penalty 4724.981554 = -2042457.846124
  nChanged 23
		SP:Iteration 27Q (6123.750000 sec): 3 clusters
  Score: Raw -2047201.989114 + Penalty 4724.981554 = -2042477.007560
  nChanged 20
		SP:Iteration 28Q (6123.790000 sec): 3 clusters
  Score: Raw -2047220.150546 + Penalty 4724.981554 = -2042495.168992
  nChanged 16
		SP:Iteration 29Q (6123.820000 sec): 3 clusters
  Score: Raw -2047229.632189 + Penalty 4724.981554 = -2042504.650635
  nChanged 13
		SP:Iteration 30Q (6123.860000 sec): 3 clusters
  Score: Raw -2047236.908427 + Penalty 4724.981554 = -2042511.926873
  nChanged 4
		SP:Iteration 31Q (6123.890000 sec): 3 clusters
  Score: Raw -2047239.177171 + Penalty 4724.981554 = -2042514.195617
  nChanged 1
		SP:Iteration 32Q (6123.930000 sec): 3 clusters
  Score: Raw -2047240.579582 + Penalty 4724.981554 = -2042515.598028
  nChanged 4
		SP:Iteration 33Q (6123.970000 sec): 3 clusters
  Score: Raw -2047244.301567 + Penalty 4724.981554 = -2042519.320013
  nChanged 5
		SP:Iteration 34Q (6124.010000 sec): 3 clusters
  Score: Raw -2047249.188246 + Penalty 4724.981554 = -2042524.206692
  nChanged 2
		SP:Iteration 35Q (6124.040000 sec): 3 clusters
  Score: Raw -2047250.860379 + Penalty 4724.981554 = -2042525.878825
  nChanged 3
		SP:Iteration 36Q (6124.080000 sec): 3 clusters
  Score: Raw -2047255.382564 + Penalty 4724.981554 = -2042530.401010
  nChanged 4
		SP:Iteration 37Q (6124.110000 sec): 3 clusters
  Score: Raw -2047258.213771 + Penalty 4724.981554 = -2042533.232217
  nChanged 3
		SP:Iteration 38Q (6124.150000 sec): 3 clusters
  Score: Raw -2047260.260029 + Penalty 4724.981554 = -2042535.278475
  nChanged 6
		SP:Iteration 39Q (6124.190000 sec): 3 clusters
  Score: Raw -2047267.969718 + Penalty 4724.981554 = -2042542.988164
  nChanged 5
		SP:Iteration 40F (6124.240000 sec): 3 clusters
  Score: Raw -2047271.290810 + Penalty 4724.981554 = -2042546.309256
  nChanged 6
		SP:Iteration 41Q (6124.270000 sec): 3 clusters
  Score: Raw -2047274.997764 + Penalty 4724.981554 = -2042550.016210
  nChanged 5
		SP:Iteration 42Q (6124.310000 sec): 3 clusters
  Score: Raw -2047279.466421 + Penalty 4724.981554 = -2042554.484867
  nChanged 2
		SP:Iteration 43Q (6124.350000 sec): 3 clusters
  Score: Raw -2047280.613829 + Penalty 4724.981554 = -2042555.632275
  nChanged 0
		SP:Iteration 44F (6124.390000 sec): 3 clusters
  Score: Raw -2047280.613829 + Penalty 4724.981554 = -2042555.632275
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69755 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6124.630000 sec): 2 clusters
  Score: Raw -10200814.141916 + Penalty 2765.880607 = -10198048.261310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6124.890000 sec): 3 clusters
  Score: Raw -10156667.496323 + Penalty 5531.761213 = -10151135.735109
  nChanged 32657
		SP:Iteration 1F (6125.150000 sec): 3 clusters
  Score: Raw -10174980.251754 + Penalty 5531.761213 = -10169448.490541
  nChanged 2432
		SP:Iteration 2Q (6125.410000 sec): 3 clusters
  Score: Raw -10175554.279123 + Penalty 5531.761213 = -10170022.517910
  nChanged 2234
		SP:Iteration 3Q (6125.670000 sec): 3 clusters
  Score: Raw -10176108.928343 + Penalty 5531.761213 = -10170577.167130
  nChanged 2299
		SP:Iteration 4Q (6125.930000 sec): 3 clusters
  Score: Raw -10176762.725549 + Penalty 5531.761213 = -10171230.964335
  nChanged 2347
		SP:Iteration 5Q (6126.200000 sec): 3 clusters
  Score: Raw -10177524.427397 + Penalty 5531.761213 = -10171992.666183
  nChanged 2600
		SP:Iteration 6Q (6126.470000 sec): 3 clusters
  Score: Raw -10178528.712823 + Penalty 5531.761213 = -10172996.951610
  nChanged 2866
		SP:Iteration 7Q (6126.730000 sec): 3 clusters
  Score: Raw -10179746.702495 + Penalty 5531.761213 = -10174214.941282
  nChanged 3039
		SP:Iteration 8Q (6126.990000 sec): 3 clusters
  Score: Raw -10181198.831075 + Penalty 5531.761213 = -10175667.069862
  nChanged 3238
		SP:Iteration 9Q (6127.250000 sec): 3 clusters
  Score: Raw -10182982.145507 + Penalty 5531.761213 = -10177450.384294
  nChanged 3408
		SP:Iteration 10Q (6127.510000 sec): 3 clusters
  Score: Raw -10184917.408504 + Penalty 5531.761213 = -10179385.647291
  nChanged 3410
		SP:Iteration 11Q (6127.770000 sec): 3 clusters
  Score: Raw -10187033.868553 + Penalty 5531.761213 = -10181502.107340
  nChanged 3508
		SP:Iteration 12F (6128.030000 sec): 3 clusters
  Score: Raw -10189270.833715 + Penalty 5531.761213 = -10183739.072502
  nChanged 3584
		SP:Iteration 13F (6128.300000 sec): 3 clusters
  Score: Raw -10191645.392119 + Penalty 5531.761213 = -10186113.630906
  nChanged 3510
		SP:Iteration 14F (6128.560000 sec): 3 clusters
  Score: Raw -10194020.793652 + Penalty 5531.761213 = -10188489.032438
  nChanged 3222
		SP:Iteration 15Q (6128.800000 sec): 3 clusters
  Score: Raw -10196150.403202 + Penalty 5531.761213 = -10190618.641988
  nChanged 2517
		SP:Iteration 16Q (6129.020000 sec): 3 clusters
  Score: Raw -10197726.945627 + Penalty 5531.761213 = -10192195.184413
  nChanged 1882
		SP:Iteration 17Q (6129.240000 sec): 3 clusters
  Score: Raw -10198874.492013 + Penalty 5531.761213 = -10193342.730799
  nChanged 1328
		SP:Iteration 18Q (6129.450000 sec): 3 clusters
  Score: Raw -10199624.290725 + Penalty 5531.761213 = -10194092.529512
  nChanged 882
		SP:Iteration 19Q (6129.650000 sec): 3 clusters
  Score: Raw -10200132.679013 + Penalty 5531.761213 = -10194600.917800
  nChanged 600
		SP:Iteration 20F (6129.910000 sec): 3 clusters
  Score: Raw -10200485.920839 + Penalty 5531.761213 = -10194954.159626
  nChanged 396
		SP:Iteration 21Q (6130.110000 sec): 3 clusters
  Score: Raw -10200715.634528 + Penalty 5531.761213 = -10195183.873315
  nChanged 275
		SP:Iteration 22Q (6130.300000 sec): 3 clusters
  Score: Raw -10200875.314233 + Penalty 5531.761213 = -10195343.553020
  nChanged 177
		SP:Iteration 23Q (6130.490000 sec): 3 clusters
  Score: Raw -10200976.427606 + Penalty 5531.761213 = -10195444.666392
  nChanged 138
		SP:Iteration 24Q (6130.680000 sec): 3 clusters
  Score: Raw -10201058.056170 + Penalty 5531.761213 = -10195526.294957
  nChanged 101
		SP:Iteration 25Q (6130.860000 sec): 3 clusters
  Score: Raw -10201114.642369 + Penalty 5531.761213 = -10195582.881155
  nChanged 87
		SP:Iteration 26Q (6131.040000 sec): 3 clusters
  Score: Raw -10201159.822561 + Penalty 5531.761213 = -10195628.061348
  nChanged 62
		SP:Iteration 27Q (6131.230000 sec): 3 clusters
  Score: Raw -10201194.820259 + Penalty 5531.761213 = -10195663.059045
  nChanged 43
		SP:Iteration 28Q (6131.410000 sec): 3 clusters
  Score: Raw -10201216.356367 + Penalty 5531.761213 = -10195684.595153
  nChanged 28
		SP:Iteration 29Q (6131.590000 sec): 3 clusters
  Score: Raw -10201231.408449 + Penalty 5531.761213 = -10195699.647236
  nChanged 25
		SP:Iteration 30Q (6131.770000 sec): 3 clusters
  Score: Raw -10201244.072134 + Penalty 5531.761213 = -10195712.310921
  nChanged 18
		SP:Iteration 31Q (6131.950000 sec): 3 clusters
  Score: Raw -10201253.103383 + Penalty 5531.761213 = -10195721.342170
  nChanged 18
		SP:Iteration 32Q (6132.130000 sec): 3 clusters
  Score: Raw -10201261.687663 + Penalty 5531.761213 = -10195729.926449
  nChanged 16
		SP:Iteration 33Q (6132.310000 sec): 3 clusters
  Score: Raw -10201269.934299 + Penalty 5531.761213 = -10195738.173086
  nChanged 12
		SP:Iteration 34Q (6132.500000 sec): 3 clusters
  Score: Raw -10201276.721122 + Penalty 5531.761213 = -10195744.959909
  nChanged 10
		SP:Iteration 35Q (6132.680000 sec): 3 clusters
  Score: Raw -10201281.244970 + Penalty 5531.761213 = -10195749.483757
  nChanged 7
		SP:Iteration 36Q (6132.860000 sec): 3 clusters
  Score: Raw -10201284.049799 + Penalty 5531.761213 = -10195752.288585
  nChanged 3
		SP:Iteration 37Q (6133.040000 sec): 3 clusters
  Score: Raw -10201286.433945 + Penalty 5531.761213 = -10195754.672732
  nChanged 1
		SP:Iteration 38Q (6133.220000 sec): 3 clusters
  Score: Raw -10201286.965287 + Penalty 5531.761213 = -10195755.204073
  nChanged 2
		SP:Iteration 39Q (6133.400000 sec): 3 clusters
  Score: Raw -10201287.746057 + Penalty 5531.761213 = -10195755.984843
  nChanged 3
		SP:Iteration 40F (6133.650000 sec): 3 clusters
  Score: Raw -10201289.054897 + Penalty 5531.761213 = -10195757.293684
  nChanged 2
		SP:Iteration 41Q (6133.830000 sec): 3 clusters
  Score: Raw -10201289.857367 + Penalty 5531.761213 = -10195758.096153
  nChanged 5
		SP:Iteration 42Q (6134.010000 sec): 3 clusters
  Score: Raw -10201293.006110 + Penalty 5531.761213 = -10195761.244897
  nChanged 7
		SP:Iteration 43Q (6134.200000 sec): 3 clusters
  Score: Raw -10201296.951698 + Penalty 5531.761213 = -10195765.190485
  nChanged 5
		SP:Iteration 44Q (6134.380000 sec): 3 clusters
  Score: Raw -10201299.730139 + Penalty 5531.761213 = -10195767.968925
  nChanged 9
		SP:Iteration 45Q (6134.560000 sec): 3 clusters
  Score: Raw -10201304.691067 + Penalty 5531.761213 = -10195772.929854
  nChanged 9
		SP:Iteration 46Q (6134.740000 sec): 3 clusters
  Score: Raw -10201309.060595 + Penalty 5531.761213 = -10195777.299381
  nChanged 1
		SP:Iteration 47Q (6134.920000 sec): 3 clusters
  Score: Raw -10201309.403539 + Penalty 5531.761213 = -10195777.642326
  nChanged 4
		SP:Iteration 48Q (6135.100000 sec): 3 clusters
  Score: Raw -10201311.262325 + Penalty 5531.761213 = -10195779.501112
  nChanged 2
		SP:Iteration 49Q (6135.280000 sec): 3 clusters
  Score: Raw -10201312.555419 + Penalty 5531.761213 = -10195780.794206
  nChanged 1
		SP:Iteration 50Q (6135.460000 sec): 3 clusters
  Score: Raw -10201313.251567 + Penalty 5531.761213 = -10195781.490354
  nChanged 1
		SP:Iteration 51Q (6135.640000 sec): 3 clusters
  Score: Raw -10201313.608756 + Penalty 5531.761213 = -10195781.847542
  nChanged 0
		SP:Iteration 52F (6135.900000 sec): 3 clusters
  Score: Raw -10201313.608756 + Penalty 5531.761213 = -10195781.847542
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6135.940000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6135.950000 sec): 3 clusters
  Score: Raw -385239.402460 + Penalty 3923.652944 = -381315.749517
  nChanged 919
		SP:Iteration 1F (6135.960000 sec): 3 clusters
  Score: Raw -385827.468568 + Penalty 3923.652944 = -381903.815624
  nChanged 215
		SP:Iteration 2F (6135.970000 sec): 3 clusters
  Score: Raw -385988.943601 + Penalty 3923.652944 = -382065.290657
  nChanged 119
		SP:Iteration 3Q (6135.980000 sec): 3 clusters
  Score: Raw -386063.493424 + Penalty 3923.652944 = -382139.840481
  nChanged 71
		SP:Iteration 4Q (6135.990000 sec): 3 clusters
  Score: Raw -386104.270055 + Penalty 3923.652944 = -382180.617111
  nChanged 46
		SP:Iteration 5Q (6136.000000 sec): 3 clusters
  Score: Raw -386131.179312 + Penalty 3923.652944 = -382207.526369
  nChanged 37
		SP:Iteration 6Q (6136.010000 sec): 3 clusters
  Score: Raw -386152.832406 + Penalty 3923.652944 = -382229.179462
  nChanged 38
		SP:Iteration 7Q (6136.020000 sec): 3 clusters
  Score: Raw -386174.882372 + Penalty 3923.652944 = -382251.229428
  nChanged 26
		SP:Iteration 8Q (6136.030000 sec): 3 clusters
  Score: Raw -386186.255580 + Penalty 3923.652944 = -382262.602636
  nChanged 19
		SP:Iteration 9Q (6136.030000 sec): 3 clusters
  Score: Raw -386193.877937 + Penalty 3923.652944 = -382270.224994
  nChanged 7
		SP:Iteration 10Q (6136.050000 sec): 3 clusters
  Score: Raw -386197.339175 + Penalty 3923.652944 = -382273.686232
  nChanged 10
		SP:Iteration 11Q (6136.050000 sec): 3 clusters
  Score: Raw -386200.542710 + Penalty 3923.652944 = -382276.889767
  nChanged 6
		SP:Iteration 12Q (6136.070000 sec): 3 clusters
  Score: Raw -386203.278197 + Penalty 3923.652944 = -382279.625254
  nChanged 5
		SP:Iteration 13Q (6136.070000 sec): 3 clusters
  Score: Raw -386205.280653 + Penalty 3923.652944 = -382281.627709
  nChanged 4
		SP:Iteration 14Q (6136.090000 sec): 3 clusters
  Score: Raw -386206.760268 + Penalty 3923.652944 = -382283.107325
  nChanged 3
		SP:Iteration 15Q (6136.090000 sec): 3 clusters
  Score: Raw -386207.830851 + Penalty 3923.652944 = -382284.177907
  nChanged 2
		SP:Iteration 16Q (6136.110000 sec): 3 clusters
  Score: Raw -386208.625285 + Penalty 3923.652944 = -382284.972342
  nChanged 1
		SP:Iteration 17Q (6136.110000 sec): 3 clusters
  Score: Raw -386210.998212 + Penalty 3923.652944 = -382287.345269
  nChanged 3
		SP:Iteration 18Q (6136.130000 sec): 3 clusters
  Score: Raw -386212.060766 + Penalty 3923.652944 = -382288.407823
  nChanged 2
		SP:Iteration 19Q (6136.130000 sec): 3 clusters
  Score: Raw -386213.141562 + Penalty 3923.652944 = -382289.488618
  nChanged 2
		SP:Iteration 20F (6136.140000 sec): 3 clusters
  Score: Raw -386214.656488 + Penalty 3923.652944 = -382291.003545
  nChanged 5
		SP:Iteration 21Q (6136.150000 sec): 3 clusters
  Score: Raw -386217.394646 + Penalty 3923.652944 = -382293.741703
  nChanged 5
		SP:Iteration 22Q (6136.160000 sec): 3 clusters
  Score: Raw -386219.904182 + Penalty 3923.652944 = -382296.251239
  nChanged 2
		SP:Iteration 23Q (6136.170000 sec): 3 clusters
  Score: Raw -386220.473563 + Penalty 3923.652944 = -382296.820619
  nChanged 1
		SP:Iteration 24Q (6136.180000 sec): 3 clusters
  Score: Raw -386221.008880 + Penalty 3923.652944 = -382297.355936
  nChanged 2
		SP:Iteration 25Q (6136.190000 sec): 3 clusters
  Score: Raw -386222.566151 + Penalty 3923.652944 = -382298.913208
  nChanged 5
		SP:Iteration 26Q (6136.200000 sec): 3 clusters
  Score: Raw -386224.354829 + Penalty 3923.652944 = -382300.701886
  nChanged 1
		SP:Iteration 27Q (6136.210000 sec): 3 clusters
  Score: Raw -386224.717558 + Penalty 3923.652944 = -382301.064614
  nChanged 0
		SP:Iteration 28F (6136.220000 sec): 3 clusters
  Score: Raw -386224.717558 + Penalty 3923.652944 = -382301.064614
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6136.230000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6136.230000 sec): 3 clusters
  Score: Raw -168865.452315 + Penalty 3494.272938 = -165371.179377
  nChanged 287
		SP:Iteration 1F (6136.240000 sec): 3 clusters
  Score: Raw -169157.405127 + Penalty 3494.272938 = -165663.132189
  nChanged 74
		SP:Iteration 2F (6136.240000 sec): 3 clusters
  Score: Raw -169248.439328 + Penalty 3494.272938 = -165754.166390
  nChanged 42
		SP:Iteration 3Q (6136.250000 sec): 3 clusters
  Score: Raw -169306.428432 + Penalty 3494.272938 = -165812.155494
  nChanged 23
		SP:Iteration 4Q (6136.250000 sec): 3 clusters
  Score: Raw -169334.743646 + Penalty 3494.272938 = -165840.470708
  nChanged 11
		SP:Iteration 5Q (6136.250000 sec): 3 clusters
  Score: Raw -169346.790772 + Penalty 3494.272938 = -165852.517834
  nChanged 9
		SP:Iteration 6Q (6136.260000 sec): 3 clusters
  Score: Raw -169354.921827 + Penalty 3494.272938 = -165860.648889
  nChanged 3
		SP:Iteration 7Q (6136.260000 sec): 3 clusters
  Score: Raw -169357.793908 + Penalty 3494.272938 = -165863.520970
  nChanged 3
		SP:Iteration 8Q (6136.270000 sec): 3 clusters
  Score: Raw -169360.076210 + Penalty 3494.272938 = -165865.803271
  nChanged 1
		SP:Iteration 9Q (6136.270000 sec): 3 clusters
  Score: Raw -169360.460339 + Penalty 3494.272938 = -165866.187401
  nChanged 1
		SP:Iteration 10Q (6136.270000 sec): 3 clusters
  Score: Raw -169361.298594 + Penalty 3494.272938 = -165867.025655
  nChanged 2
		SP:Iteration 11Q (6136.280000 sec): 3 clusters
  Score: Raw -169361.999954 + Penalty 3494.272938 = -165867.727016
  nChanged 0
		SP:Iteration 12F (6136.280000 sec): 3 clusters
  Score: Raw -169361.999954 + Penalty 3494.272938 = -165867.727016
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6136.290000 sec): 2 clusters
  Score: Raw -256828.957112 + Penalty 1864.479917 = -254964.477195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6136.300000 sec): 3 clusters
  Score: Raw -256212.341505 + Penalty 3728.959834 = -252483.381671
  nChanged 598
		SP:Iteration 1F (6136.300000 sec): 3 clusters
  Score: Raw -256714.928652 + Penalty 3728.959834 = -252985.968818
  nChanged 124
		SP:Iteration 2F (6136.310000 sec): 3 clusters
  Score: Raw -256851.932478 + Penalty 3728.959834 = -253122.972644
  nChanged 76
		SP:Iteration 3Q (6136.320000 sec): 3 clusters
  Score: Raw -256928.691268 + Penalty 3728.959834 = -253199.731434
  nChanged 40
		SP:Iteration 4Q (6136.320000 sec): 3 clusters
  Score: Raw -256963.335461 + Penalty 3728.959834 = -253234.375628
  nChanged 32
		SP:Iteration 5Q (6136.330000 sec): 3 clusters
  Score: Raw -256987.874023 + Penalty 3728.959834 = -253258.914189
  nChanged 27
		SP:Iteration 6Q (6136.340000 sec): 3 clusters
  Score: Raw -257010.661283 + Penalty 3728.959834 = -253281.701449
  nChanged 21
		SP:Iteration 7Q (6136.340000 sec): 3 clusters
  Score: Raw -257082.466341 + Penalty 3728.959834 = -253353.506507
  nChanged 30
		SP:Iteration 8Q (6136.350000 sec): 3 clusters
  Score: Raw -257199.445533 + Penalty 3728.959834 = -253470.485699
  nChanged 49
		SP:Iteration 9Q (6136.350000 sec): 3 clusters
  Score: Raw -257287.904679 + Penalty 3728.959834 = -253558.944845
  nChanged 48
		SP:Iteration 10Q (6136.360000 sec): 3 clusters
  Score: Raw -257335.741138 + Penalty 3728.959834 = -253606.781305
  nChanged 38
		SP:Iteration 11Q (6136.370000 sec): 3 clusters
  Score: Raw -257373.701017 + Penalty 3728.959834 = -253644.741183
  nChanged 43
		SP:Iteration 12Q (6136.370000 sec): 3 clusters
  Score: Raw -257413.400980 + Penalty 3728.959834 = -253684.441146
  nChanged 40
		SP:Iteration 13Q (6136.380000 sec): 3 clusters
  Score: Raw -257443.259508 + Penalty 3728.959834 = -253714.299674
  nChanged 43
		SP:Iteration 14Q (6136.390000 sec): 3 clusters
  Score: Raw -257482.269726 + Penalty 3728.959834 = -253753.309892
  nChanged 36
		SP:Iteration 15Q (6136.390000 sec): 3 clusters
  Score: Raw -257510.990815 + Penalty 3728.959834 = -253782.030981
  nChanged 33
		SP:Iteration 16Q (6136.400000 sec): 3 clusters
  Score: Raw -257535.472897 + Penalty 3728.959834 = -253806.513063
  nChanged 27
		SP:Iteration 17Q (6136.400000 sec): 3 clusters
  Score: Raw -257558.750792 + Penalty 3728.959834 = -253829.790958
  nChanged 25
		SP:Iteration 18Q (6136.410000 sec): 3 clusters
  Score: Raw -257578.069450 + Penalty 3728.959834 = -253849.109616
  nChanged 21
		SP:Iteration 19Q (6136.420000 sec): 3 clusters
  Score: Raw -257594.455750 + Penalty 3728.959834 = -253865.495916
  nChanged 23
		SP:Iteration 20F (6136.420000 sec): 3 clusters
  Score: Raw -257612.627534 + Penalty 3728.959834 = -253883.667701
  nChanged 21
		SP:Iteration 21Q (6136.430000 sec): 3 clusters
  Score: Raw -257630.875050 + Penalty 3728.959834 = -253901.915216
  nChanged 22
		SP:Iteration 22Q (6136.430000 sec): 3 clusters
  Score: Raw -257647.799288 + Penalty 3728.959834 = -253918.839454
  nChanged 18
		SP:Iteration 23Q (6136.440000 sec): 3 clusters
  Score: Raw -257665.011057 + Penalty 3728.959834 = -253936.051223
  nChanged 18
		SP:Iteration 24Q (6136.450000 sec): 3 clusters
  Score: Raw -257684.030372 + Penalty 3728.959834 = -253955.070538
  nChanged 23
		SP:Iteration 25Q (6136.450000 sec): 3 clusters
  Score: Raw -257709.531332 + Penalty 3728.959834 = -253980.571498
  nChanged 23
		SP:Iteration 26Q (6136.460000 sec): 3 clusters
  Score: Raw -257729.153338 + Penalty 3728.959834 = -254000.193505
  nChanged 21
		SP:Iteration 27Q (6136.470000 sec): 3 clusters
  Score: Raw -257752.583553 + Penalty 3728.959834 = -254023.623720
  nChanged 15
		SP:Iteration 28Q (6136.470000 sec): 3 clusters
  Score: Raw -257766.203748 + Penalty 3728.959834 = -254037.243915
  nChanged 9
		SP:Iteration 29Q (6136.480000 sec): 3 clusters
  Score: Raw -257775.170359 + Penalty 3728.959834 = -254046.210526
  nChanged 10
		SP:Iteration 30Q (6136.490000 sec): 3 clusters
  Score: Raw -257784.169691 + Penalty 3728.959834 = -254055.209857
  nChanged 2
		SP:Iteration 31Q (6136.490000 sec): 3 clusters
  Score: Raw -257785.480151 + Penalty 3728.959834 = -254056.520317
  nChanged 4
		SP:Iteration 32Q (6136.500000 sec): 3 clusters
  Score: Raw -257788.764744 + Penalty 3728.959834 = -254059.804910
  nChanged 4
		SP:Iteration 33Q (6136.510000 sec): 3 clusters
  Score: Raw -257792.193787 + Penalty 3728.959834 = -254063.233953
  nChanged 5
		SP:Iteration 34Q (6136.510000 sec): 3 clusters
  Score: Raw -257795.084727 + Penalty 3728.959834 = -254066.124893
  nChanged 3
		SP:Iteration 35Q (6136.520000 sec): 3 clusters
  Score: Raw -257796.543557 + Penalty 3728.959834 = -254067.583724
  nChanged 1
		SP:Iteration 36Q (6136.530000 sec): 3 clusters
  Score: Raw -257796.771120 + Penalty 3728.959834 = -254067.811286
  nChanged 1
		SP:Iteration 37Q (6136.540000 sec): 3 clusters
  Score: Raw -257797.088002 + Penalty 3728.959834 = -254068.128169
  nChanged 0
		SP:Iteration 38F (6136.540000 sec): 3 clusters
  Score: Raw -257797.088002 + Penalty 3728.959834 = -254068.128169
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10982 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6136.580000 sec): 2 clusters
  Score: Raw -1678114.868052 + Penalty 2307.395186 = -1675807.472866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6136.620000 sec): 3 clusters
  Score: Raw -1672086.046735 + Penalty 4614.790373 = -1667471.256363
  nChanged 4584
		SP:Iteration 1F (6136.660000 sec): 3 clusters
  Score: Raw -1674592.894299 + Penalty 4614.790373 = -1669978.103926
  nChanged 695
		SP:Iteration 2F (6136.700000 sec): 3 clusters
  Score: Raw -1674908.148884 + Penalty 4614.790373 = -1670293.358512
  nChanged 535
		SP:Iteration 3Q (6136.740000 sec): 3 clusters
  Score: Raw -1675153.689302 + Penalty 4614.790373 = -1670538.898929
  nChanged 513
		SP:Iteration 4Q (6136.780000 sec): 3 clusters
  Score: Raw -1675395.827561 + Penalty 4614.790373 = -1670781.037188
  nChanged 516
		SP:Iteration 5Q (6136.820000 sec): 3 clusters
  Score: Raw -1675696.875898 + Penalty 4614.790373 = -1671082.085525
  nChanged 555
		SP:Iteration 6F (6136.860000 sec): 3 clusters
  Score: Raw -1676081.184498 + Penalty 4614.790373 = -1671466.394126
  nChanged 610
		SP:Iteration 7F (6136.900000 sec): 3 clusters
  Score: Raw -1676549.649155 + Penalty 4614.790373 = -1671934.858783
  nChanged 574
		SP:Iteration 8F (6136.940000 sec): 3 clusters
  Score: Raw -1677051.846901 + Penalty 4614.790373 = -1672437.056528
  nChanged 486
		SP:Iteration 9Q (6136.980000 sec): 3 clusters
  Score: Raw -1677479.239122 + Penalty 4614.790373 = -1672864.448749
  nChanged 342
		SP:Iteration 10Q (6137.010000 sec): 3 clusters
  Score: Raw -1677809.633055 + Penalty 4614.790373 = -1673194.842683
  nChanged 237
		SP:Iteration 11Q (6137.050000 sec): 3 clusters
  Score: Raw -1678030.355360 + Penalty 4614.790373 = -1673415.564988
  nChanged 132
		SP:Iteration 12Q (6137.080000 sec): 3 clusters
  Score: Raw -1678176.644898 + Penalty 4614.790373 = -1673561.854525
  nChanged 66
		SP:Iteration 13Q (6137.110000 sec): 3 clusters
  Score: Raw -1678252.125997 + Penalty 4614.790373 = -1673637.335624
  nChanged 44
		SP:Iteration 14Q (6137.140000 sec): 3 clusters
  Score: Raw -1678306.196410 + Penalty 4614.790373 = -1673691.406038
  nChanged 31
		SP:Iteration 15Q (6137.180000 sec): 3 clusters
  Score: Raw -1678342.531258 + Penalty 4614.790373 = -1673727.740886
  nChanged 15
		SP:Iteration 16Q (6137.200000 sec): 3 clusters
  Score: Raw -1678360.184773 + Penalty 4614.790373 = -1673745.394400
  nChanged 10
		SP:Iteration 17Q (6137.240000 sec): 3 clusters
  Score: Raw -1678370.077419 + Penalty 4614.790373 = -1673755.287047
  nChanged 2
		SP:Iteration 18Q (6137.260000 sec): 3 clusters
  Score: Raw -1678372.624046 + Penalty 4614.790373 = -1673757.833674
  nChanged 2
		SP:Iteration 19Q (6137.290000 sec): 3 clusters
  Score: Raw -1678375.376437 + Penalty 4614.790373 = -1673760.586065
  nChanged 4
		SP:Iteration 20F (6137.330000 sec): 3 clusters
  Score: Raw -1678381.694102 + Penalty 4614.790373 = -1673766.903730
  nChanged 1
		SP:Iteration 21Q (6137.360000 sec): 3 clusters
  Score: Raw -1678383.828456 + Penalty 4614.790373 = -1673769.038083
  nChanged 3
		SP:Iteration 22Q (6137.390000 sec): 3 clusters
  Score: Raw -1678386.640938 + Penalty 4614.790373 = -1673771.850565
  nChanged 2
		SP:Iteration 23Q (6137.420000 sec): 3 clusters
  Score: Raw -1678389.390267 + Penalty 4614.790373 = -1673774.599894
  nChanged 2
		SP:Iteration 24Q (6137.450000 sec): 3 clusters
  Score: Raw -1678391.896658 + Penalty 4614.790373 = -1673777.106285
  nChanged 0
		SP:Iteration 25F (6137.490000 sec): 3 clusters
  Score: Raw -1678391.896658 + Penalty 4614.790373 = -1673777.106285
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6137.540000 sec): 2 clusters
  Score: Raw -1982916.566725 + Penalty 2369.286700 = -1980547.280025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6137.580000 sec): 3 clusters
  Score: Raw -1975039.099029 + Penalty 4738.573400 = -1970300.525629
  nChanged 5933
		SP:Iteration 1F (6137.640000 sec): 3 clusters
  Score: Raw -1978238.729919 + Penalty 4738.573400 = -1973500.156519
  nChanged 911
		SP:Iteration 2F (6137.690000 sec): 3 clusters
  Score: Raw -1978648.720993 + Penalty 4738.573400 = -1973910.147593
  nChanged 723
		SP:Iteration 3F (6137.740000 sec): 3 clusters
  Score: Raw -1978955.629837 + Penalty 4738.573400 = -1974217.056437
  nChanged 664
		SP:Iteration 4Q (6137.790000 sec): 3 clusters
  Score: Raw -1979264.268856 + Penalty 4738.573400 = -1974525.695456
  nChanged 603
		SP:Iteration 5Q (6137.840000 sec): 3 clusters
  Score: Raw -1979540.617900 + Penalty 4738.573400 = -1974802.044500
  nChanged 574
		SP:Iteration 6Q (6137.890000 sec): 3 clusters
  Score: Raw -1979823.698970 + Penalty 4738.573400 = -1975085.125569
  nChanged 563
		SP:Iteration 7Q (6137.940000 sec): 3 clusters
  Score: Raw -1980115.043247 + Penalty 4738.573400 = -1975376.469846
  nChanged 514
		SP:Iteration 8Q (6137.990000 sec): 3 clusters
  Score: Raw -1980398.771537 + Penalty 4738.573400 = -1975660.198137
  nChanged 520
		SP:Iteration 9Q (6138.040000 sec): 3 clusters
  Score: Raw -1980739.745567 + Penalty 4738.573400 = -1976001.172167
  nChanged 597
		SP:Iteration 10Q (6138.100000 sec): 3 clusters
  Score: Raw -1981167.506283 + Penalty 4738.573400 = -1976428.932883
  nChanged 593
		SP:Iteration 11Q (6138.140000 sec): 3 clusters
  Score: Raw -1981603.620916 + Penalty 4738.573400 = -1976865.047516
  nChanged 552
		SP:Iteration 12Q (6138.190000 sec): 3 clusters
  Score: Raw -1981987.198239 + Penalty 4738.573400 = -1977248.624839
  nChanged 450
		SP:Iteration 13Q (6138.240000 sec): 3 clusters
  Score: Raw -1982277.034435 + Penalty 4738.573400 = -1977538.461035
  nChanged 374
		SP:Iteration 14Q (6138.290000 sec): 3 clusters
  Score: Raw -1982499.147974 + Penalty 4738.573400 = -1977760.574573
  nChanged 297
		SP:Iteration 15Q (6138.340000 sec): 3 clusters
  Score: Raw -1982669.533995 + Penalty 4738.573400 = -1977930.960595
  nChanged 266
		SP:Iteration 16Q (6138.380000 sec): 3 clusters
  Score: Raw -1982827.160134 + Penalty 4738.573400 = -1978088.586734
  nChanged 251
		SP:Iteration 17Q (6138.430000 sec): 3 clusters
  Score: Raw -1983002.017936 + Penalty 4738.573400 = -1978263.444535
  nChanged 256
		SP:Iteration 18Q (6138.470000 sec): 3 clusters
  Score: Raw -1983183.513373 + Penalty 4738.573400 = -1978444.939973
  nChanged 223
		SP:Iteration 19Q (6138.520000 sec): 3 clusters
  Score: Raw -1983349.579169 + Penalty 4738.573400 = -1978611.005769
  nChanged 198
		SP:Iteration 20F (6138.570000 sec): 3 clusters
  Score: Raw -1983517.321389 + Penalty 4738.573400 = -1978778.747989
  nChanged 202
		SP:Iteration 21Q (6138.610000 sec): 3 clusters
  Score: Raw -1983670.998889 + Penalty 4738.573400 = -1978932.425489
  nChanged 165
		SP:Iteration 22Q (6138.660000 sec): 3 clusters
  Score: Raw -1983780.784426 + Penalty 4738.573400 = -1979042.211026
  nChanged 116
		SP:Iteration 23Q (6138.700000 sec): 3 clusters
  Score: Raw -1983837.410838 + Penalty 4738.573400 = -1979098.837438
  nChanged 93
		SP:Iteration 24Q (6138.740000 sec): 3 clusters
  Score: Raw -1983873.438518 + Penalty 4738.573400 = -1979134.865118
  nChanged 67
		SP:Iteration 25Q (6138.780000 sec): 3 clusters
  Score: Raw -1983899.140626 + Penalty 4738.573400 = -1979160.567226
  nChanged 57
		SP:Iteration 26Q (6138.820000 sec): 3 clusters
  Score: Raw -1983918.637029 + Penalty 4738.573400 = -1979180.063629
  nChanged 38
		SP:Iteration 27Q (6138.860000 sec): 3 clusters
  Score: Raw -1983930.275925 + Penalty 4738.573400 = -1979191.702525
  nChanged 30
		SP:Iteration 28Q (6138.900000 sec): 3 clusters
  Score: Raw -1983936.761488 + Penalty 4738.573400 = -1979198.188087
  nChanged 16
		SP:Iteration 29Q (6138.940000 sec): 3 clusters
  Score: Raw -1983940.803403 + Penalty 4738.573400 = -1979202.230003
  nChanged 15
		SP:Iteration 30Q (6138.980000 sec): 3 clusters
  Score: Raw -1983944.247757 + Penalty 4738.573400 = -1979205.674356
  nChanged 6
		SP:Iteration 31Q (6139.020000 sec): 3 clusters
  Score: Raw -1983946.040266 + Penalty 4738.573400 = -1979207.466866
  nChanged 9
		SP:Iteration 32Q (6139.060000 sec): 3 clusters
  Score: Raw -1983948.583558 + Penalty 4738.573400 = -1979210.010158
  nChanged 7
		SP:Iteration 33Q (6139.100000 sec): 3 clusters
  Score: Raw -1983950.461117 + Penalty 4738.573400 = -1979211.887717
  nChanged 7
		SP:Iteration 34Q (6139.140000 sec): 3 clusters
  Score: Raw -1983952.216218 + Penalty 4738.573400 = -1979213.642818
  nChanged 7
		SP:Iteration 35Q (6139.180000 sec): 3 clusters
  Score: Raw -1983954.038474 + Penalty 4738.573400 = -1979215.465074
  nChanged 11
		SP:Iteration 36Q (6139.220000 sec): 3 clusters
  Score: Raw -1983957.037973 + Penalty 4738.573400 = -1979218.464573
  nChanged 4
		SP:Iteration 37Q (6139.260000 sec): 3 clusters
  Score: Raw -1983958.122558 + Penalty 4738.573400 = -1979219.549158
  nChanged 3
		SP:Iteration 38Q (6139.300000 sec): 3 clusters
  Score: Raw -1983958.904125 + Penalty 4738.573400 = -1979220.330725
  nChanged 4
		SP:Iteration 39Q (6139.350000 sec): 3 clusters
  Score: Raw -1983960.281902 + Penalty 4738.573400 = -1979221.708502
  nChanged 4
		SP:Iteration 40F (6139.400000 sec): 3 clusters
  Score: Raw -1983961.094111 + Penalty 4738.573400 = -1979222.520711
  nChanged 1
		SP:Iteration 41Q (6139.440000 sec): 3 clusters
  Score: Raw -1983961.310739 + Penalty 4738.573400 = -1979222.737339
  nChanged 1
		SP:Iteration 42Q (6139.480000 sec): 3 clusters
  Score: Raw -1983961.425907 + Penalty 4738.573400 = -1979222.852507
  nChanged 0
		SP:Iteration 43F (6139.530000 sec): 3 clusters
  Score: Raw -1983961.425907 + Penalty 4738.573400 = -1979222.852507
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6139.540000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6139.540000 sec): 3 clusters
  Score: Raw -73228.295170 + Penalty 3074.445443 = -70153.849726
  nChanged 77
		SP:Iteration 1F (6139.540000 sec): 3 clusters
  Score: Raw -73396.906994 + Penalty 3074.445443 = -70322.461551
  nChanged 23
		SP:Iteration 2Q (6139.540000 sec): 3 clusters
  Score: Raw -73450.240012 + Penalty 3074.445443 = -70375.794568
  nChanged 7
		SP:Iteration 3Q (6139.540000 sec): 3 clusters
  Score: Raw -73467.843453 + Penalty 3074.445443 = -70393.398010
  nChanged 0
		SP:Iteration 4F (6139.550000 sec): 3 clusters
  Score: Raw -73467.843453 + Penalty 3074.445443 = -70393.398010
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6139.560000 sec): 2 clusters
  Score: Raw -311489.106091 + Penalty 1906.964035 = -309582.142056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6139.560000 sec): 3 clusters
  Score: Raw -310632.275392 + Penalty 3813.928069 = -306818.347322
  nChanged 698
		SP:Iteration 1F (6139.570000 sec): 3 clusters
  Score: Raw -311149.262769 + Penalty 3813.928069 = -307335.334700
  nChanged 172
		SP:Iteration 2F (6139.580000 sec): 3 clusters
  Score: Raw -311293.977171 + Penalty 3813.928069 = -307480.049102
  nChanged 100
		SP:Iteration 3Q (6139.590000 sec): 3 clusters
  Score: Raw -311369.308850 + Penalty 3813.928069 = -307555.380781
  nChanged 54
		SP:Iteration 4Q (6139.600000 sec): 3 clusters
  Score: Raw -311420.954933 + Penalty 3813.928069 = -307607.026864
  nChanged 45
		SP:Iteration 5Q (6139.600000 sec): 3 clusters
  Score: Raw -311458.205838 + Penalty 3813.928069 = -307644.277769
  nChanged 51
		SP:Iteration 6Q (6139.610000 sec): 3 clusters
  Score: Raw -311493.979406 + Penalty 3813.928069 = -307680.051337
  nChanged 36
		SP:Iteration 7Q (6139.620000 sec): 3 clusters
  Score: Raw -311519.137883 + Penalty 3813.928069 = -307705.209814
  nChanged 34
		SP:Iteration 8Q (6139.630000 sec): 3 clusters
  Score: Raw -311547.057429 + Penalty 3813.928069 = -307733.129360
  nChanged 31
		SP:Iteration 9Q (6139.640000 sec): 3 clusters
  Score: Raw -311568.477937 + Penalty 3813.928069 = -307754.549867
  nChanged 24
		SP:Iteration 10Q (6139.640000 sec): 3 clusters
  Score: Raw -311586.449302 + Penalty 3813.928069 = -307772.521233
  nChanged 21
		SP:Iteration 11Q (6139.650000 sec): 3 clusters
  Score: Raw -311600.043255 + Penalty 3813.928069 = -307786.115185
  nChanged 14
		SP:Iteration 12Q (6139.660000 sec): 3 clusters
  Score: Raw -311610.635734 + Penalty 3813.928069 = -307796.707665
  nChanged 16
		SP:Iteration 13Q (6139.670000 sec): 3 clusters
  Score: Raw -311621.339097 + Penalty 3813.928069 = -307807.411028
  nChanged 9
		SP:Iteration 14Q (6139.680000 sec): 3 clusters
  Score: Raw -311627.268888 + Penalty 3813.928069 = -307813.340819
  nChanged 7
		SP:Iteration 15Q (6139.680000 sec): 3 clusters
  Score: Raw -311632.001267 + Penalty 3813.928069 = -307818.073198
  nChanged 9
		SP:Iteration 16Q (6139.690000 sec): 3 clusters
  Score: Raw -311638.534626 + Penalty 3813.928069 = -307824.606557
  nChanged 4
		SP:Iteration 17Q (6139.700000 sec): 3 clusters
  Score: Raw -311640.500436 + Penalty 3813.928069 = -307826.572367
  nChanged 3
		SP:Iteration 18Q (6139.710000 sec): 3 clusters
  Score: Raw -311642.898421 + Penalty 3813.928069 = -307828.970351
  nChanged 8
		SP:Iteration 19Q (6139.710000 sec): 3 clusters
  Score: Raw -311647.220765 + Penalty 3813.928069 = -307833.292696
  nChanged 8
		SP:Iteration 20F (6139.720000 sec): 3 clusters
  Score: Raw -311651.493298 + Penalty 3813.928069 = -307837.565229
  nChanged 6
		SP:Iteration 21Q (6139.730000 sec): 3 clusters
  Score: Raw -311654.539265 + Penalty 3813.928069 = -307840.611196
  nChanged 3
		SP:Iteration 22Q (6139.740000 sec): 3 clusters
  Score: Raw -311656.429103 + Penalty 3813.928069 = -307842.501034
  nChanged 3
		SP:Iteration 23Q (6139.740000 sec): 3 clusters
  Score: Raw -311657.712982 + Penalty 3813.928069 = -307843.784912
  nChanged 2
		SP:Iteration 24Q (6139.750000 sec): 3 clusters
  Score: Raw -311658.726485 + Penalty 3813.928069 = -307844.798416
  nChanged 3
		SP:Iteration 25Q (6139.760000 sec): 3 clusters
  Score: Raw -311660.051641 + Penalty 3813.928069 = -307846.123572
  nChanged 3
		SP:Iteration 26Q (6139.770000 sec): 3 clusters
  Score: Raw -311661.513074 + Penalty 3813.928069 = -307847.585005
  nChanged 2
		SP:Iteration 27Q (6139.780000 sec): 3 clusters
  Score: Raw -311662.232468 + Penalty 3813.928069 = -307848.304398
  nChanged 0
		SP:Iteration 28F (6139.780000 sec): 3 clusters
  Score: Raw -311662.232468 + Penalty 3813.928069 = -307848.304398
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6139.890000 sec): 2 clusters
  Score: Raw -4609956.300480 + Penalty 2569.215725 = -4607387.084755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6140.010000 sec): 3 clusters
  Score: Raw -4590736.269221 + Penalty 5138.431450 = -4585597.837770
  nChanged 14289
		SP:Iteration 1F (6140.120000 sec): 3 clusters
  Score: Raw -4598736.633875 + Penalty 5138.431450 = -4593598.202425
  nChanged 1623
		SP:Iteration 2F (6140.240000 sec): 3 clusters
  Score: Raw -4599469.532734 + Penalty 5138.431450 = -4594331.101284
  nChanged 1631
		SP:Iteration 3F (6140.360000 sec): 3 clusters
  Score: Raw -4600428.624003 + Penalty 5138.431450 = -4595290.192552
  nChanged 1756
		SP:Iteration 4F (6140.470000 sec): 3 clusters
  Score: Raw -4601525.433761 + Penalty 5138.431450 = -4596387.002310
  nChanged 1841
		SP:Iteration 5F (6140.590000 sec): 3 clusters
  Score: Raw -4602621.522285 + Penalty 5138.431450 = -4597483.090834
  nChanged 1780
		SP:Iteration 6F (6140.710000 sec): 3 clusters
  Score: Raw -4603546.382146 + Penalty 5138.431450 = -4598407.950696
  nChanged 1687
		SP:Iteration 7F (6140.830000 sec): 3 clusters
  Score: Raw -4604322.886341 + Penalty 5138.431450 = -4599184.454890
  nChanged 1444
		SP:Iteration 8Q (6140.950000 sec): 3 clusters
  Score: Raw -4604889.543571 + Penalty 5138.431450 = -4599751.112121
  nChanged 1217
		SP:Iteration 9Q (6141.060000 sec): 3 clusters
  Score: Raw -4605364.396417 + Penalty 5138.431450 = -4600225.964966
  nChanged 1031
		SP:Iteration 10Q (6141.190000 sec): 3 clusters
  Score: Raw -4605765.026978 + Penalty 5138.431450 = -4600626.595528
  nChanged 879
		SP:Iteration 11Q (6141.310000 sec): 3 clusters
  Score: Raw -4606098.095004 + Penalty 5138.431450 = -4600959.663554
  nChanged 763
		SP:Iteration 12Q (6141.430000 sec): 3 clusters
  Score: Raw -4606417.703542 + Penalty 5138.431450 = -4601279.272091
  nChanged 675
		SP:Iteration 13Q (6141.540000 sec): 3 clusters
  Score: Raw -4606686.457807 + Penalty 5138.431450 = -4601548.026356
  nChanged 609
		SP:Iteration 14Q (6141.660000 sec): 3 clusters
  Score: Raw -4606906.320565 + Penalty 5138.431450 = -4601767.889115
  nChanged 531
		SP:Iteration 15Q (6141.770000 sec): 3 clusters
  Score: Raw -4607078.370763 + Penalty 5138.431450 = -4601939.939313
  nChanged 514
		SP:Iteration 16Q (6141.890000 sec): 3 clusters
  Score: Raw -4607238.268059 + Penalty 5138.431450 = -4602099.836609
  nChanged 506
		SP:Iteration 17Q (6142.000000 sec): 3 clusters
  Score: Raw -4607402.049624 + Penalty 5138.431450 = -4602263.618174
  nChanged 525
		SP:Iteration 18Q (6142.120000 sec): 3 clusters
  Score: Raw -4607574.869777 + Penalty 5138.431450 = -4602436.438326
  nChanged 509
		SP:Iteration 19Q (6142.230000 sec): 3 clusters
  Score: Raw -4607740.393073 + Penalty 5138.431450 = -4602601.961623
  nChanged 510
		SP:Iteration 20F (6142.350000 sec): 3 clusters
  Score: Raw -4607907.884152 + Penalty 5138.431450 = -4602769.452702
  nChanged 504
		SP:Iteration 21Q (6142.470000 sec): 3 clusters
  Score: Raw -4608080.719805 + Penalty 5138.431450 = -4602942.288355
  nChanged 527
		SP:Iteration 22Q (6142.580000 sec): 3 clusters
  Score: Raw -4608302.526222 + Penalty 5138.431450 = -4603164.094771
  nChanged 557
		SP:Iteration 23Q (6142.690000 sec): 3 clusters
  Score: Raw -4608579.183019 + Penalty 5138.431450 = -4603440.751569
  nChanged 549
		SP:Iteration 24Q (6142.810000 sec): 3 clusters
  Score: Raw -4608994.151204 + Penalty 5138.431450 = -4603855.719754
  nChanged 528
		SP:Iteration 25Q (6142.930000 sec): 3 clusters
  Score: Raw -4609647.449496 + Penalty 5138.431450 = -4604509.018045
  nChanged 497
		SP:Iteration 26Q (6143.030000 sec): 3 clusters
  Score: Raw -4610180.593010 + Penalty 5138.431450 = -4605042.161560
  nChanged 421
		SP:Iteration 27Q (6143.140000 sec): 3 clusters
  Score: Raw -4610427.796515 + Penalty 5138.431450 = -4605289.365065
  nChanged 322
		SP:Iteration 28Q (6143.230000 sec): 3 clusters
  Score: Raw -4610579.694681 + Penalty 5138.431450 = -4605441.263231
  nChanged 254
		SP:Iteration 29Q (6143.330000 sec): 3 clusters
  Score: Raw -4610674.674654 + Penalty 5138.431450 = -4605536.243204
  nChanged 198
		SP:Iteration 30Q (6143.430000 sec): 3 clusters
  Score: Raw -4610739.548633 + Penalty 5138.431450 = -4605601.117182
  nChanged 167
		SP:Iteration 31Q (6143.520000 sec): 3 clusters
  Score: Raw -4610793.338334 + Penalty 5138.431450 = -4605654.906883
  nChanged 131
		SP:Iteration 32Q (6143.610000 sec): 3 clusters
  Score: Raw -4610834.476294 + Penalty 5138.431450 = -4605696.044844
  nChanged 118
		SP:Iteration 33Q (6143.700000 sec): 3 clusters
  Score: Raw -4610866.350207 + Penalty 5138.431450 = -4605727.918757
  nChanged 93
		SP:Iteration 34Q (6143.790000 sec): 3 clusters
  Score: Raw -4610885.982090 + Penalty 5138.431450 = -4605747.550639
  nChanged 68
		SP:Iteration 35Q (6143.880000 sec): 3 clusters
  Score: Raw -4610900.379479 + Penalty 5138.431450 = -4605761.948029
  nChanged 65
		SP:Iteration 36Q (6143.970000 sec): 3 clusters
  Score: Raw -4610914.320099 + Penalty 5138.431450 = -4605775.888649
  nChanged 48
		SP:Iteration 37Q (6144.060000 sec): 3 clusters
  Score: Raw -4610922.972590 + Penalty 5138.431450 = -4605784.541140
  nChanged 43
		SP:Iteration 38Q (6144.150000 sec): 3 clusters
  Score: Raw -4610931.082801 + Penalty 5138.431450 = -4605792.651351
  nChanged 40
		SP:Iteration 39Q (6144.240000 sec): 3 clusters
  Score: Raw -4610936.968660 + Penalty 5138.431450 = -4605798.537209
  nChanged 28
		SP:Iteration 40F (6144.360000 sec): 3 clusters
  Score: Raw -4610940.897680 + Penalty 5138.431450 = -4605802.466230
  nChanged 15
		SP:Iteration 41Q (6144.450000 sec): 3 clusters
  Score: Raw -4610942.659269 + Penalty 5138.431450 = -4605804.227819
  nChanged 19
		SP:Iteration 42Q (6144.530000 sec): 3 clusters
  Score: Raw -4610945.774284 + Penalty 5138.431450 = -4605807.342834
  nChanged 21
		SP:Iteration 43Q (6144.630000 sec): 3 clusters
  Score: Raw -4610948.802869 + Penalty 5138.431450 = -4605810.371418
  nChanged 14
		SP:Iteration 44Q (6144.720000 sec): 3 clusters
  Score: Raw -4610950.898219 + Penalty 5138.431450 = -4605812.466768
  nChanged 13
		SP:Iteration 45Q (6144.810000 sec): 3 clusters
  Score: Raw -4610953.320342 + Penalty 5138.431450 = -4605814.888892
  nChanged 17
		SP:Iteration 46Q (6144.900000 sec): 3 clusters
  Score: Raw -4610956.190403 + Penalty 5138.431450 = -4605817.758953
  nChanged 17
		SP:Iteration 47Q (6144.990000 sec): 3 clusters
  Score: Raw -4610958.635425 + Penalty 5138.431450 = -4605820.203974
  nChanged 12
		SP:Iteration 48Q (6145.070000 sec): 3 clusters
  Score: Raw -4610960.692645 + Penalty 5138.431450 = -4605822.261195
  nChanged 12
		SP:Iteration 49Q (6145.170000 sec): 3 clusters
  Score: Raw -4610962.871174 + Penalty 5138.431450 = -4605824.439724
  nChanged 13
		SP:Iteration 50Q (6145.250000 sec): 3 clusters
  Score: Raw -4610964.864558 + Penalty 5138.431450 = -4605826.433107
  nChanged 11
		SP:Iteration 51Q (6145.350000 sec): 3 clusters
  Score: Raw -4610966.279815 + Penalty 5138.431450 = -4605827.848364
  nChanged 12
		SP:Iteration 52Q (6145.430000 sec): 3 clusters
  Score: Raw -4610968.218808 + Penalty 5138.431450 = -4605829.787358
  nChanged 8
		SP:Iteration 53Q (6145.520000 sec): 3 clusters
  Score: Raw -4610969.086698 + Penalty 5138.431450 = -4605830.655248
  nChanged 8
		SP:Iteration 54Q (6145.610000 sec): 3 clusters
  Score: Raw -4610970.155724 + Penalty 5138.431450 = -4605831.724274
  nChanged 13
		SP:Iteration 55Q (6145.700000 sec): 3 clusters
  Score: Raw -4610972.050076 + Penalty 5138.431450 = -4605833.618625
  nChanged 12
		SP:Iteration 56Q (6145.790000 sec): 3 clusters
  Score: Raw -4610974.028909 + Penalty 5138.431450 = -4605835.597458
  nChanged 13
		SP:Iteration 57Q (6145.880000 sec): 3 clusters
  Score: Raw -4610976.019182 + Penalty 5138.431450 = -4605837.587731
  nChanged 10
		SP:Iteration 58Q (6145.970000 sec): 3 clusters
  Score: Raw -4610976.966267 + Penalty 5138.431450 = -4605838.534816
  nChanged 7
		SP:Iteration 59Q (6146.060000 sec): 3 clusters
  Score: Raw -4610978.380306 + Penalty 5138.431450 = -4605839.948855
  nChanged 5
		SP:Iteration 60F (6146.180000 sec): 3 clusters
  Score: Raw -4610979.178492 + Penalty 5138.431450 = -4605840.747041
  nChanged 2
		SP:Iteration 61Q (6146.270000 sec): 3 clusters
  Score: Raw -4610979.520312 + Penalty 5138.431450 = -4605841.088861
  nChanged 3
		SP:Iteration 62Q (6146.350000 sec): 3 clusters
  Score: Raw -4610980.152672 + Penalty 5138.431450 = -4605841.721221
  nChanged 4
		SP:Iteration 63Q (6146.440000 sec): 3 clusters
  Score: Raw -4610980.616572 + Penalty 5138.431450 = -4605842.185122
  nChanged 0
		SP:Iteration 64F (6146.560000 sec): 3 clusters
  Score: Raw -4610980.616572 + Penalty 5138.431450 = -4605842.185122
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6146.880000 sec): 2 clusters
  Score: Raw -14358984.401597 + Penalty 2852.096023 = -14356132.305574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6147.250000 sec): 3 clusters
  Score: Raw -14295541.318803 + Penalty 5704.192045 = -14289837.126757
  nChanged 46632
		SP:Iteration 1F (6147.620000 sec): 3 clusters
  Score: Raw -14322168.193453 + Penalty 5704.192045 = -14316464.001407
  nChanged 3316
		SP:Iteration 2Q (6147.990000 sec): 3 clusters
  Score: Raw -14323020.240922 + Penalty 5704.192045 = -14317316.048877
  nChanged 3706
		SP:Iteration 3Q (6148.370000 sec): 3 clusters
  Score: Raw -14324241.102240 + Penalty 5704.192045 = -14318536.910194
  nChanged 4661
		SP:Iteration 4Q (6148.740000 sec): 3 clusters
  Score: Raw -14326264.477993 + Penalty 5704.192045 = -14320560.285948
  nChanged 5926
		SP:Iteration 5F (6149.110000 sec): 3 clusters
  Score: Raw -14329647.425954 + Penalty 5704.192045 = -14323943.233909
  nChanged 7268
		SP:Iteration 6F (6149.470000 sec): 3 clusters
  Score: Raw -14334676.928272 + Penalty 5704.192045 = -14328972.736227
  nChanged 7798
		SP:Iteration 7F (6149.840000 sec): 3 clusters
  Score: Raw -14340749.062624 + Penalty 5704.192045 = -14335044.870579
  nChanged 7055
		SP:Iteration 8F (6150.200000 sec): 3 clusters
  Score: Raw -14346598.123043 + Penalty 5704.192045 = -14340893.930997
  nChanged 5590
		SP:Iteration 9F (6150.570000 sec): 3 clusters
  Score: Raw -14351303.870554 + Penalty 5704.192045 = -14345599.678509
  nChanged 3941
		SP:Iteration 10Q (6150.930000 sec): 3 clusters
  Score: Raw -14354640.233301 + Penalty 5704.192045 = -14348936.041255
  nChanged 2628
		SP:Iteration 11Q (6151.270000 sec): 3 clusters
  Score: Raw -14356758.788408 + Penalty 5704.192045 = -14351054.596363
  nChanged 1597
		SP:Iteration 12Q (6151.590000 sec): 3 clusters
  Score: Raw -14357962.324079 + Penalty 5704.192045 = -14352258.132034
  nChanged 991
		SP:Iteration 13Q (6151.890000 sec): 3 clusters
  Score: Raw -14358642.488213 + Penalty 5704.192045 = -14352938.296168
  nChanged 602
		SP:Iteration 14Q (6152.170000 sec): 3 clusters
  Score: Raw -14359021.354807 + Penalty 5704.192045 = -14353317.162762
  nChanged 392
		SP:Iteration 15Q (6152.450000 sec): 3 clusters
  Score: Raw -14359259.644534 + Penalty 5704.192045 = -14353555.452489
  nChanged 270
		SP:Iteration 16Q (6152.720000 sec): 3 clusters
  Score: Raw -14359411.472970 + Penalty 5704.192045 = -14353707.280925
  nChanged 167
		SP:Iteration 17Q (6152.980000 sec): 3 clusters
  Score: Raw -14359491.548245 + Penalty 5704.192045 = -14353787.356199
  nChanged 127
		SP:Iteration 18Q (6153.250000 sec): 3 clusters
  Score: Raw -14359552.601993 + Penalty 5704.192045 = -14353848.409948
  nChanged 87
		SP:Iteration 19Q (6153.510000 sec): 3 clusters
  Score: Raw -14359596.749384 + Penalty 5704.192045 = -14353892.557338
  nChanged 75
		SP:Iteration 20F (6153.870000 sec): 3 clusters
  Score: Raw -14359632.983095 + Penalty 5704.192045 = -14353928.791050
  nChanged 43
		SP:Iteration 21Q (6154.140000 sec): 3 clusters
  Score: Raw -14359651.111886 + Penalty 5704.192045 = -14353946.919841
  nChanged 35
		SP:Iteration 22Q (6154.400000 sec): 3 clusters
  Score: Raw -14359667.146273 + Penalty 5704.192045 = -14353962.954228
  nChanged 30
		SP:Iteration 23Q (6154.660000 sec): 3 clusters
  Score: Raw -14359680.252139 + Penalty 5704.192045 = -14353976.060093
  nChanged 28
		SP:Iteration 24Q (6154.920000 sec): 3 clusters
  Score: Raw -14359692.872795 + Penalty 5704.192045 = -14353988.680749
  nChanged 21
		SP:Iteration 25Q (6155.180000 sec): 3 clusters
  Score: Raw -14359702.954180 + Penalty 5704.192045 = -14353998.762135
  nChanged 22
		SP:Iteration 26Q (6155.440000 sec): 3 clusters
  Score: Raw -14359709.777540 + Penalty 5704.192045 = -14354005.585494
  nChanged 18
		SP:Iteration 27Q (6155.700000 sec): 3 clusters
  Score: Raw -14359715.645779 + Penalty 5704.192045 = -14354011.453734
  nChanged 9
		SP:Iteration 28Q (6155.960000 sec): 3 clusters
  Score: Raw -14359719.155745 + Penalty 5704.192045 = -14354014.963699
  nChanged 6
		SP:Iteration 29Q (6156.220000 sec): 3 clusters
  Score: Raw -14359720.797563 + Penalty 5704.192045 = -14354016.605517
  nChanged 8
		SP:Iteration 30Q (6156.470000 sec): 3 clusters
  Score: Raw -14359722.465552 + Penalty 5704.192045 = -14354018.273507
  nChanged 4
		SP:Iteration 31Q (6156.730000 sec): 3 clusters
  Score: Raw -14359724.041370 + Penalty 5704.192045 = -14354019.849324
  nChanged 7
		SP:Iteration 32Q (6156.990000 sec): 3 clusters
  Score: Raw -14359726.278569 + Penalty 5704.192045 = -14354022.086524
  nChanged 7
		SP:Iteration 33Q (6157.250000 sec): 3 clusters
  Score: Raw -14359728.630977 + Penalty 5704.192045 = -14354024.438932
  nChanged 6
		SP:Iteration 34Q (6157.500000 sec): 3 clusters
  Score: Raw -14359730.446365 + Penalty 5704.192045 = -14354026.254320
  nChanged 5
		SP:Iteration 35Q (6157.760000 sec): 3 clusters
  Score: Raw -14359731.970035 + Penalty 5704.192045 = -14354027.777990
  nChanged 4
		SP:Iteration 36Q (6158.020000 sec): 3 clusters
  Score: Raw -14359733.096226 + Penalty 5704.192045 = -14354028.904181
  nChanged 3
		SP:Iteration 37Q (6158.280000 sec): 3 clusters
  Score: Raw -14359734.488074 + Penalty 5704.192045 = -14354030.296028
  nChanged 4
		SP:Iteration 38Q (6158.540000 sec): 3 clusters
  Score: Raw -14359735.506073 + Penalty 5704.192045 = -14354031.314028
  nChanged 2
		SP:Iteration 39Q (6158.800000 sec): 3 clusters
  Score: Raw -14359735.885172 + Penalty 5704.192045 = -14354031.693126
  nChanged 1
		SP:Iteration 40F (6159.150000 sec): 3 clusters
  Score: Raw -14359736.346249 + Penalty 5704.192045 = -14354032.154204
  nChanged 1
		SP:Iteration 41Q (6159.410000 sec): 3 clusters
  Score: Raw -14359736.452177 + Penalty 5704.192045 = -14354032.260132
  nChanged 0
		SP:Iteration 42F (6159.770000 sec): 3 clusters
  Score: Raw -14359736.452177 + Penalty 5704.192045 = -14354032.260132
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (35958 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6159.900000 sec): 2 clusters
  Score: Raw -5574860.925316 + Penalty 2601.546504 = -5572259.378813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6160.040000 sec): 3 clusters
  Score: Raw -5553046.410932 + Penalty 5203.093007 = -5547843.317924
  nChanged 16210
		SP:Iteration 1F (6160.170000 sec): 3 clusters
  Score: Raw -5561834.573737 + Penalty 5203.093007 = -5556631.480730
  nChanged 1582
		SP:Iteration 2Q (6160.310000 sec): 3 clusters
  Score: Raw -5562330.128823 + Penalty 5203.093007 = -5557127.035816
  nChanged 1506
		SP:Iteration 3Q (6160.440000 sec): 3 clusters
  Score: Raw -5562830.112653 + Penalty 5203.093007 = -5557627.019645
  nChanged 1510
		SP:Iteration 4Q (6160.580000 sec): 3 clusters
  Score: Raw -5563341.323338 + Penalty 5203.093007 = -5558138.230331
  nChanged 1529
		SP:Iteration 5Q (6160.720000 sec): 3 clusters
  Score: Raw -5563936.910547 + Penalty 5203.093007 = -5558733.817539
  nChanged 1684
		SP:Iteration 6Q (6160.850000 sec): 3 clusters
  Score: Raw -5564749.981586 + Penalty 5203.093007 = -5559546.888579
  nChanged 2009
		SP:Iteration 7F (6160.980000 sec): 3 clusters
  Score: Raw -5565932.799465 + Penalty 5203.093007 = -5560729.706457
  nChanged 2346
		SP:Iteration 8F (6161.120000 sec): 3 clusters
  Score: Raw -5567664.837470 + Penalty 5203.093007 = -5562461.744462
  nChanged 2646
		SP:Iteration 9F (6161.250000 sec): 3 clusters
  Score: Raw -5569867.293126 + Penalty 5203.093007 = -5564664.200118
  nChanged 2261
		SP:Iteration 10F (6161.380000 sec): 3 clusters
  Score: Raw -5571824.023278 + Penalty 5203.093007 = -5566620.930271
  nChanged 1709
		SP:Iteration 11Q (6161.510000 sec): 3 clusters
  Score: Raw -5573323.739958 + Penalty 5203.093007 = -5568120.646950
  nChanged 1049
		SP:Iteration 12Q (6161.630000 sec): 3 clusters
  Score: Raw -5574208.938347 + Penalty 5203.093007 = -5569005.845340
  nChanged 551
		SP:Iteration 13Q (6161.740000 sec): 3 clusters
  Score: Raw -5574657.426664 + Penalty 5203.093007 = -5569454.333656
  nChanged 298
		SP:Iteration 14Q (6161.850000 sec): 3 clusters
  Score: Raw -5574903.750802 + Penalty 5203.093007 = -5569700.657794
  nChanged 171
		SP:Iteration 15Q (6161.960000 sec): 3 clusters
  Score: Raw -5575036.661835 + Penalty 5203.093007 = -5569833.568828
  nChanged 96
		SP:Iteration 16Q (6162.060000 sec): 3 clusters
  Score: Raw -5575105.966797 + Penalty 5203.093007 = -5569902.873789
  nChanged 41
		SP:Iteration 17Q (6162.160000 sec): 3 clusters
  Score: Raw -5575141.276316 + Penalty 5203.093007 = -5569938.183309
  nChanged 35
		SP:Iteration 18Q (6162.250000 sec): 3 clusters
  Score: Raw -5575173.873073 + Penalty 5203.093007 = -5569970.780066
  nChanged 31
		SP:Iteration 19Q (6162.350000 sec): 3 clusters
  Score: Raw -5575204.337619 + Penalty 5203.093007 = -5570001.244612
  nChanged 19
		SP:Iteration 20F (6162.480000 sec): 3 clusters
  Score: Raw -5575221.425043 + Penalty 5203.093007 = -5570018.332035
  nChanged 16
		SP:Iteration 21Q (6162.580000 sec): 3 clusters
  Score: Raw -5575234.438600 + Penalty 5203.093007 = -5570031.345593
  nChanged 13
		SP:Iteration 22Q (6162.670000 sec): 3 clusters
  Score: Raw -5575245.749999 + Penalty 5203.093007 = -5570042.656992
  nChanged 8
		SP:Iteration 23Q (6162.770000 sec): 3 clusters
  Score: Raw -5575252.869047 + Penalty 5203.093007 = -5570049.776040
  nChanged 7
		SP:Iteration 24Q (6162.860000 sec): 3 clusters
  Score: Raw -5575257.872443 + Penalty 5203.093007 = -5570054.779436
  nChanged 2
		SP:Iteration 25Q (6162.960000 sec): 3 clusters
  Score: Raw -5575259.244509 + Penalty 5203.093007 = -5570056.151502
  nChanged 1
		SP:Iteration 26Q (6163.060000 sec): 3 clusters
  Score: Raw -5575259.850822 + Penalty 5203.093007 = -5570056.757814
  nChanged 0
		SP:Iteration 27F (6163.180000 sec): 3 clusters
  Score: Raw -5575259.850822 + Penalty 5203.093007 = -5570056.757814
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6163.500000 sec): 2 clusters
  Score: Raw -14571645.785738 + Penalty 2851.814599 = -14568793.971140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6163.870000 sec): 3 clusters
  Score: Raw -14508350.427906 + Penalty 5703.629197 = -14502646.798709
  nChanged 46631
		SP:Iteration 1F (6164.240000 sec): 3 clusters
  Score: Raw -14535039.243784 + Penalty 5703.629197 = -14529335.614587
  nChanged 3606
		SP:Iteration 2Q (6164.610000 sec): 3 clusters
  Score: Raw -14536071.315018 + Penalty 5703.629197 = -14530367.685821
  nChanged 4158
		SP:Iteration 3Q (6164.980000 sec): 3 clusters
  Score: Raw -14537527.152963 + Penalty 5703.629197 = -14531823.523766
  nChanged 4925
		SP:Iteration 4Q (6165.360000 sec): 3 clusters
  Score: Raw -14539613.324783 + Penalty 5703.629197 = -14533909.695585
  nChanged 5749
		SP:Iteration 5F (6165.720000 sec): 3 clusters
  Score: Raw -14542583.617729 + Penalty 5703.629197 = -14536879.988532
  nChanged 6552
		SP:Iteration 6F (6166.090000 sec): 3 clusters
  Score: Raw -14546601.726693 + Penalty 5703.629197 = -14540898.097496
  nChanged 6995
		SP:Iteration 7F (6166.450000 sec): 3 clusters
  Score: Raw -14551461.959012 + Penalty 5703.629197 = -14545758.329815
  nChanged 6813
		SP:Iteration 8F (6166.820000 sec): 3 clusters
  Score: Raw -14556568.810663 + Penalty 5703.629197 = -14550865.181466
  nChanged 6057
		SP:Iteration 9F (6167.180000 sec): 3 clusters
  Score: Raw -14561402.250840 + Penalty 5703.629197 = -14555698.621643
  nChanged 4830
		SP:Iteration 10Q (6167.550000 sec): 3 clusters
  Score: Raw -14565405.455747 + Penalty 5703.629197 = -14559701.826550
  nChanged 3501
		SP:Iteration 11Q (6167.920000 sec): 3 clusters
  Score: Raw -14568327.792099 + Penalty 5703.629197 = -14562624.162902
  nChanged 2188
		SP:Iteration 12Q (6168.280000 sec): 3 clusters
  Score: Raw -14570063.050200 + Penalty 5703.629197 = -14564359.421003
  nChanged 1224
		SP:Iteration 13Q (6168.610000 sec): 3 clusters
  Score: Raw -14570974.625152 + Penalty 5703.629197 = -14565270.995955
  nChanged 671
		SP:Iteration 14Q (6168.910000 sec): 3 clusters
  Score: Raw -14571447.790461 + Penalty 5703.629197 = -14565744.161264
  nChanged 351
		SP:Iteration 15Q (6169.200000 sec): 3 clusters
  Score: Raw -14571694.462921 + Penalty 5703.629197 = -14565990.833724
  nChanged 197
		SP:Iteration 16Q (6169.480000 sec): 3 clusters
  Score: Raw -14571827.529987 + Penalty 5703.629197 = -14566123.900790
  nChanged 118
		SP:Iteration 17Q (6169.740000 sec): 3 clusters
  Score: Raw -14571912.173345 + Penalty 5703.629197 = -14566208.544148
  nChanged 74
		SP:Iteration 18Q (6170.010000 sec): 3 clusters
  Score: Raw -14571963.030696 + Penalty 5703.629197 = -14566259.401499
  nChanged 56
		SP:Iteration 19Q (6170.280000 sec): 3 clusters
  Score: Raw -14572000.885759 + Penalty 5703.629197 = -14566297.256562
  nChanged 40
		SP:Iteration 20F (6170.630000 sec): 3 clusters
  Score: Raw -14572032.039951 + Penalty 5703.629197 = -14566328.410754
  nChanged 35
		SP:Iteration 21Q (6170.900000 sec): 3 clusters
  Score: Raw -14572053.658851 + Penalty 5703.629197 = -14566350.029654
  nChanged 23
		SP:Iteration 22Q (6171.160000 sec): 3 clusters
  Score: Raw -14572065.922534 + Penalty 5703.629197 = -14566362.293337
  nChanged 19
		SP:Iteration 23Q (6171.420000 sec): 3 clusters
  Score: Raw -14572075.402697 + Penalty 5703.629197 = -14566371.773500
  nChanged 4
		SP:Iteration 24Q (6171.680000 sec): 3 clusters
  Score: Raw -14572076.649157 + Penalty 5703.629197 = -14566373.019960
  nChanged 2
		SP:Iteration 25Q (6171.940000 sec): 3 clusters
  Score: Raw -14572077.626648 + Penalty 5703.629197 = -14566373.997451
  nChanged 4
		SP:Iteration 26Q (6172.200000 sec): 3 clusters
  Score: Raw -14572078.759821 + Penalty 5703.629197 = -14566375.130624
  nChanged 1
		SP:Iteration 27Q (6172.460000 sec): 3 clusters
  Score: Raw -14572078.995340 + Penalty 5703.629197 = -14566375.366143
  nChanged 0
		SP:Iteration 28F (6172.820000 sec): 3 clusters
  Score: Raw -14572078.995340 + Penalty 5703.629197 = -14566375.366143
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6172.860000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6172.860000 sec): 3 clusters
  Score: Raw -22166.532876 + Penalty 2547.356025 = -19619.176851
  nChanged 7
		SP:Iteration 1Q (6172.860000 sec): 3 clusters
  Score: Raw -22198.481180 + Penalty 2547.356025 = -19651.125156
  nChanged 1
		SP:Iteration 2Q (6172.860000 sec): 3 clusters
  Score: Raw -22200.578093 + Penalty 2547.356025 = -19653.222068
  nChanged 0
		SP:Iteration 3F (6172.860000 sec): 3 clusters
  Score: Raw -22200.578093 + Penalty 2547.356025 = -19653.222068
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51085 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6173.040000 sec): 2 clusters
  Score: Raw -7502022.996858 + Penalty 2688.629055 = -7499334.367803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6173.230000 sec): 3 clusters
  Score: Raw -7470331.815752 + Penalty 5377.258111 = -7464954.557641
  nChanged 23560
		SP:Iteration 1F (6173.420000 sec): 3 clusters
  Score: Raw -7483317.507514 + Penalty 5377.258111 = -7477940.249403
  nChanged 2374
		SP:Iteration 2Q (6173.610000 sec): 3 clusters
  Score: Raw -7484174.832711 + Penalty 5377.258111 = -7478797.574600
  nChanged 2524
		SP:Iteration 3Q (6173.800000 sec): 3 clusters
  Score: Raw -7485175.902333 + Penalty 5377.258111 = -7479798.644222
  nChanged 2745
		SP:Iteration 4F (6173.990000 sec): 3 clusters
  Score: Raw -7486426.030820 + Penalty 5377.258111 = -7481048.772710
  nChanged 3007
		SP:Iteration 5F (6174.180000 sec): 3 clusters
  Score: Raw -7487970.643032 + Penalty 5377.258111 = -7482593.384921
  nChanged 3055
		SP:Iteration 6F (6174.370000 sec): 3 clusters
  Score: Raw -7489480.728886 + Penalty 5377.258111 = -7484103.470775
  nChanged 2802
		SP:Iteration 7F (6174.560000 sec): 3 clusters
  Score: Raw -7490799.300133 + Penalty 5377.258111 = -7485422.042022
  nChanged 2351
		SP:Iteration 8Q (6174.750000 sec): 3 clusters
  Score: Raw -7491764.114564 + Penalty 5377.258111 = -7486386.856453
  nChanged 1912
		SP:Iteration 9Q (6174.940000 sec): 3 clusters
  Score: Raw -7492545.698577 + Penalty 5377.258111 = -7487168.440466
  nChanged 1664
		SP:Iteration 10Q (6175.130000 sec): 3 clusters
  Score: Raw -7493300.277367 + Penalty 5377.258111 = -7487923.019256
  nChanged 1577
		SP:Iteration 11Q (6175.320000 sec): 3 clusters
  Score: Raw -7494125.076387 + Penalty 5377.258111 = -7488747.818276
  nChanged 1492
		SP:Iteration 12Q (6175.520000 sec): 3 clusters
  Score: Raw -7494998.029229 + Penalty 5377.258111 = -7489620.771118
  nChanged 1423
		SP:Iteration 13Q (6175.710000 sec): 3 clusters
  Score: Raw -7495907.646886 + Penalty 5377.258111 = -7490530.388775
  nChanged 1308
		SP:Iteration 14Q (6175.900000 sec): 3 clusters
  Score: Raw -7496752.201460 + Penalty 5377.258111 = -7491374.943349
  nChanged 1198
		SP:Iteration 15Q (6176.080000 sec): 3 clusters
  Score: Raw -7497437.032714 + Penalty 5377.258111 = -7492059.774603
  nChanged 1002
		SP:Iteration 16Q (6176.260000 sec): 3 clusters
  Score: Raw -7497956.026835 + Penalty 5377.258111 = -7492578.768724
  nChanged 874
		SP:Iteration 17Q (6176.430000 sec): 3 clusters
  Score: Raw -7498391.318715 + Penalty 5377.258111 = -7493014.060604
  nChanged 798
		SP:Iteration 18Q (6176.590000 sec): 3 clusters
  Score: Raw -7498759.716019 + Penalty 5377.258111 = -7493382.457908
  nChanged 748
		SP:Iteration 19Q (6176.750000 sec): 3 clusters
  Score: Raw -7499093.909767 + Penalty 5377.258111 = -7493716.651656
  nChanged 716
		SP:Iteration 20F (6176.940000 sec): 3 clusters
  Score: Raw -7499414.734377 + Penalty 5377.258111 = -7494037.476266
  nChanged 622
		SP:Iteration 21Q (6177.100000 sec): 3 clusters
  Score: Raw -7499682.801425 + Penalty 5377.258111 = -7494305.543314
  nChanged 573
		SP:Iteration 22Q (6177.250000 sec): 3 clusters
  Score: Raw -7499933.296244 + Penalty 5377.258111 = -7494556.038133
  nChanged 537
		SP:Iteration 23Q (6177.410000 sec): 3 clusters
  Score: Raw -7500169.574433 + Penalty 5377.258111 = -7494792.316322
  nChanged 505
		SP:Iteration 24Q (6177.560000 sec): 3 clusters
  Score: Raw -7500399.289445 + Penalty 5377.258111 = -7495022.031334
  nChanged 469
		SP:Iteration 25Q (6177.700000 sec): 3 clusters
  Score: Raw -7500608.316415 + Penalty 5377.258111 = -7495231.058304
  nChanged 394
		SP:Iteration 26Q (6177.850000 sec): 3 clusters
  Score: Raw -7500786.826704 + Penalty 5377.258111 = -7495409.568593
  nChanged 363
		SP:Iteration 27Q (6178.000000 sec): 3 clusters
  Score: Raw -7500947.236175 + Penalty 5377.258111 = -7495569.978064
  nChanged 321
		SP:Iteration 28Q (6178.140000 sec): 3 clusters
  Score: Raw -7501090.988299 + Penalty 5377.258111 = -7495713.730188
  nChanged 290
		SP:Iteration 29Q (6178.280000 sec): 3 clusters
  Score: Raw -7501215.515911 + Penalty 5377.258111 = -7495838.257800
  nChanged 234
		SP:Iteration 30Q (6178.430000 sec): 3 clusters
  Score: Raw -7501316.028067 + Penalty 5377.258111 = -7495938.769956
  nChanged 219
		SP:Iteration 31Q (6178.570000 sec): 3 clusters
  Score: Raw -7501413.074411 + Penalty 5377.258111 = -7496035.816300
  nChanged 186
		SP:Iteration 32Q (6178.710000 sec): 3 clusters
  Score: Raw -7501490.279232 + Penalty 5377.258111 = -7496113.021121
  nChanged 180
		SP:Iteration 33Q (6178.840000 sec): 3 clusters
  Score: Raw -7501570.816014 + Penalty 5377.258111 = -7496193.557903
  nChanged 179
		SP:Iteration 34Q (6178.980000 sec): 3 clusters
  Score: Raw -7501651.611025 + Penalty 5377.258111 = -7496274.352915
  nChanged 160
		SP:Iteration 35Q (6179.120000 sec): 3 clusters
  Score: Raw -7501730.901770 + Penalty 5377.258111 = -7496353.643659
  nChanged 141
		SP:Iteration 36Q (6179.260000 sec): 3 clusters
  Score: Raw -7501807.207797 + Penalty 5377.258111 = -7496429.949686
  nChanged 131
		SP:Iteration 37Q (6179.390000 sec): 3 clusters
  Score: Raw -7501876.345110 + Penalty 5377.258111 = -7496499.087000
  nChanged 111
		SP:Iteration 38Q (6179.530000 sec): 3 clusters
  Score: Raw -7501943.948512 + Penalty 5377.258111 = -7496566.690401
  nChanged 97
		SP:Iteration 39Q (6179.660000 sec): 3 clusters
  Score: Raw -7502000.493434 + Penalty 5377.258111 = -7496623.235324
  nChanged 87
		SP:Iteration 40F (6179.840000 sec): 3 clusters
  Score: Raw -7502055.401569 + Penalty 5377.258111 = -7496678.143459
  nChanged 70
		SP:Iteration 41Q (6179.980000 sec): 3 clusters
  Score: Raw -7502109.324040 + Penalty 5377.258111 = -7496732.065929
  nChanged 60
		SP:Iteration 42Q (6180.110000 sec): 3 clusters
  Score: Raw -7502146.012235 + Penalty 5377.258111 = -7496768.754124
  nChanged 54
		SP:Iteration 43Q (6180.240000 sec): 3 clusters
  Score: Raw -7502175.134511 + Penalty 5377.258111 = -7496797.876401
  nChanged 33
		SP:Iteration 44Q (6180.380000 sec): 3 clusters
  Score: Raw -7502194.474315 + Penalty 5377.258111 = -7496817.216205
  nChanged 29
		SP:Iteration 45Q (6180.510000 sec): 3 clusters
  Score: Raw -7502209.836929 + Penalty 5377.258111 = -7496832.578819
  nChanged 28
		SP:Iteration 46Q (6180.640000 sec): 3 clusters
  Score: Raw -7502227.341599 + Penalty 5377.258111 = -7496850.083488
  nChanged 18
		SP:Iteration 47Q (6180.770000 sec): 3 clusters
  Score: Raw -7502236.797346 + Penalty 5377.258111 = -7496859.539235
  nChanged 16
		SP:Iteration 48Q (6180.900000 sec): 3 clusters
  Score: Raw -7502246.048864 + Penalty 5377.258111 = -7496868.790753
  nChanged 16
		SP:Iteration 49Q (6181.040000 sec): 3 clusters
  Score: Raw -7502256.879518 + Penalty 5377.258111 = -7496879.621407
  nChanged 12
		SP:Iteration 50Q (6181.160000 sec): 3 clusters
  Score: Raw -7502263.293086 + Penalty 5377.258111 = -7496886.034975
  nChanged 3
		SP:Iteration 51Q (6181.300000 sec): 3 clusters
  Score: Raw -7502265.412989 + Penalty 5377.258111 = -7496888.154878
  nChanged 5
		SP:Iteration 52Q (6181.430000 sec): 3 clusters
  Score: Raw -7502269.680169 + Penalty 5377.258111 = -7496892.422058
  nChanged 11
		SP:Iteration 53Q (6181.560000 sec): 3 clusters
  Score: Raw -7502277.602384 + Penalty 5377.258111 = -7496900.344273
  nChanged 11
		SP:Iteration 54Q (6181.700000 sec): 3 clusters
  Score: Raw -7502282.909346 + Penalty 5377.258111 = -7496905.651236
  nChanged 11
		SP:Iteration 55Q (6181.830000 sec): 3 clusters
  Score: Raw -7502289.962826 + Penalty 5377.258111 = -7496912.704715
  nChanged 15
		SP:Iteration 56Q (6181.960000 sec): 3 clusters
  Score: Raw -7502298.522677 + Penalty 5377.258111 = -7496921.264566
  nChanged 9
		SP:Iteration 57Q (6182.100000 sec): 3 clusters
  Score: Raw -7502304.670010 + Penalty 5377.258111 = -7496927.411900
  nChanged 7
		SP:Iteration 58Q (6182.230000 sec): 3 clusters
  Score: Raw -7502308.767494 + Penalty 5377.258111 = -7496931.509383
  nChanged 5
		SP:Iteration 59Q (6182.360000 sec): 3 clusters
  Score: Raw -7502311.925234 + Penalty 5377.258111 = -7496934.667123
  nChanged 7
		SP:Iteration 60F (6182.540000 sec): 3 clusters
  Score: Raw -7502316.443849 + Penalty 5377.258111 = -7496939.185738
  nChanged 5
		SP:Iteration 61Q (6182.670000 sec): 3 clusters
  Score: Raw -7502318.955834 + Penalty 5377.258111 = -7496941.697723
  nChanged 3
		SP:Iteration 62Q (6182.800000 sec): 3 clusters
  Score: Raw -7502320.724549 + Penalty 5377.258111 = -7496943.466438
  nChanged 6
		SP:Iteration 63Q (6182.930000 sec): 3 clusters
  Score: Raw -7502323.543771 + Penalty 5377.258111 = -7496946.285661
  nChanged 6
		SP:Iteration 64Q (6183.070000 sec): 3 clusters
  Score: Raw -7502327.657164 + Penalty 5377.258111 = -7496950.399053
  nChanged 6
		SP:Iteration 65Q (6183.190000 sec): 3 clusters
  Score: Raw -7502332.215304 + Penalty 5377.258111 = -7496954.957193
  nChanged 6
		SP:Iteration 66Q (6183.330000 sec): 3 clusters
  Score: Raw -7502336.821486 + Penalty 5377.258111 = -7496959.563375
  nChanged 5
		SP:Iteration 67Q (6183.450000 sec): 3 clusters
  Score: Raw -7502340.623882 + Penalty 5377.258111 = -7496963.365771
  nChanged 8
		SP:Iteration 68Q (6183.590000 sec): 3 clusters
  Score: Raw -7502346.020322 + Penalty 5377.258111 = -7496968.762212
  nChanged 8
		SP:Iteration 69Q (6183.710000 sec): 3 clusters
  Score: Raw -7502351.423641 + Penalty 5377.258111 = -7496974.165530
  nChanged 5
		SP:Iteration 70Q (6183.840000 sec): 3 clusters
  Score: Raw -7502353.961556 + Penalty 5377.258111 = -7496976.703445
  nChanged 3
		SP:Iteration 71Q (6183.970000 sec): 3 clusters
  Score: Raw -7502355.651872 + Penalty 5377.258111 = -7496978.393761
  nChanged 4
		SP:Iteration 72Q (6184.100000 sec): 3 clusters
  Score: Raw -7502358.098854 + Penalty 5377.258111 = -7496980.840744
  nChanged 5
		SP:Iteration 73Q (6184.230000 sec): 3 clusters
  Score: Raw -7502360.006645 + Penalty 5377.258111 = -7496982.748535
  nChanged 1
		SP:Iteration 74Q (6184.370000 sec): 3 clusters
  Score: Raw -7502360.510682 + Penalty 5377.258111 = -7496983.252571
  nChanged 1
		SP:Iteration 75Q (6184.490000 sec): 3 clusters
  Score: Raw -7502360.916182 + Penalty 5377.258111 = -7496983.658071
  nChanged 2
		SP:Iteration 76Q (6184.630000 sec): 3 clusters
  Score: Raw -7502362.630459 + Penalty 5377.258111 = -7496985.372348
  nChanged 2
		SP:Iteration 77Q (6184.750000 sec): 3 clusters
  Score: Raw -7502364.427600 + Penalty 5377.258111 = -7496987.169489
  nChanged 5
		SP:Iteration 78Q (6184.890000 sec): 3 clusters
  Score: Raw -7502367.644727 + Penalty 5377.258111 = -7496990.386616
  nChanged 1
		SP:Iteration 79Q (6185.020000 sec): 3 clusters
  Score: Raw -7502368.488477 + Penalty 5377.258111 = -7496991.230366
  nChanged 2
		SP:Iteration 80F (6185.200000 sec): 3 clusters
  Score: Raw -7502369.447784 + Penalty 5377.258111 = -7496992.189673
  nChanged 1
		SP:Iteration 81Q (6185.330000 sec): 3 clusters
  Score: Raw -7502370.424937 + Penalty 5377.258111 = -7496993.166826
  nChanged 1
		SP:Iteration 82Q (6185.460000 sec): 3 clusters
  Score: Raw -7502371.038266 + Penalty 5377.258111 = -7496993.780156
  nChanged 0
		SP:Iteration 83F (6185.650000 sec): 3 clusters
  Score: Raw -7502371.038266 + Penalty 5377.258111 = -7496993.780156
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6185.680000 sec): 2 clusters
  Score: Raw -78986.204222 + Penalty 1532.644130 = -77453.560092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6185.690000 sec): 3 clusters
  Score: Raw -79217.831438 + Penalty 3065.288260 = -76152.543177
  nChanged 119
		SP:Iteration 1F (6185.690000 sec): 3 clusters
  Score: Raw -79635.929113 + Penalty 3065.288260 = -76570.640853
  nChanged 63
		SP:Iteration 2F (6185.690000 sec): 3 clusters
  Score: Raw -79893.827447 + Penalty 3065.288260 = -76828.539187
  nChanged 38
		SP:Iteration 3F (6185.690000 sec): 3 clusters
  Score: Raw -80072.279338 + Penalty 3065.288260 = -77006.991078
  nChanged 21
		SP:Iteration 4Q (6185.690000 sec): 3 clusters
  Score: Raw -80226.687993 + Penalty 3065.288260 = -77161.399733
  nChanged 13
		SP:Iteration 5Q (6185.700000 sec): 3 clusters
  Score: Raw -80287.556409 + Penalty 3065.288260 = -77222.268149
  nChanged 7
		SP:Iteration 6Q (6185.700000 sec): 3 clusters
  Score: Raw -80333.474441 + Penalty 3065.288260 = -77268.186181
  nChanged 3
		SP:Iteration 7Q (6185.700000 sec): 3 clusters
  Score: Raw -80360.869048 + Penalty 3065.288260 = -77295.580788
  nChanged 1
		SP:Iteration 8Q (6185.700000 sec): 3 clusters
  Score: Raw -80483.037019 + Penalty 3065.288260 = -77417.748759
  nChanged 0
		SP:Iteration 9F (6185.700000 sec): 3 clusters
  Score: Raw -80489.069462 + Penalty 3065.288260 = -77423.781202
  nChanged 1
		SP:Iteration 10Q (6185.700000 sec): 3 clusters
  Score: Raw -80523.534890 + Penalty 3065.288260 = -77458.246629
  nChanged 1
		SP:Iteration 11Q (6185.700000 sec): 3 clusters
  Score: Raw -80529.838655 + Penalty 3065.288260 = -77464.550395
  nChanged 0
		SP:Iteration 12F (6185.700000 sec): 3 clusters
  Score: Raw -80529.838655 + Penalty 3065.288260 = -77464.550395
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 39.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6185.710000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6185.720000 sec): 3 clusters
  Score: Raw -68237.580717 + Penalty 3055.958832 = -65181.621886
  nChanged 78
		SP:Iteration 1F (6185.720000 sec): 3 clusters
  Score: Raw -68407.692547 + Penalty 3055.958832 = -65351.733715
  nChanged 21
		SP:Iteration 2Q (6185.720000 sec): 3 clusters
  Score: Raw -68456.842693 + Penalty 3055.958832 = -65400.883861
  nChanged 12
		SP:Iteration 3Q (6185.720000 sec): 3 clusters
  Score: Raw -68504.374351 + Penalty 3055.958832 = -65448.415520
  nChanged 5
		SP:Iteration 4Q (6185.720000 sec): 3 clusters
  Score: Raw -68522.188610 + Penalty 3055.958832 = -65466.229778
  nChanged 2
		SP:Iteration 5Q (6185.720000 sec): 3 clusters
  Score: Raw -68524.514256 + Penalty 3055.958832 = -65468.555424
  nChanged 1
		SP:Iteration 6Q (6185.720000 sec): 3 clusters
  Score: Raw -68526.201818 + Penalty 3055.958832 = -65470.242986
  nChanged 1
		SP:Iteration 7Q (6185.730000 sec): 3 clusters
  Score: Raw -68528.865132 + Penalty 3055.958832 = -65472.906300
  nChanged 1
		SP:Iteration 8Q (6185.730000 sec): 3 clusters
  Score: Raw -68529.779011 + Penalty 3055.958832 = -65473.820179
  nChanged 0
		SP:Iteration 9F (6185.730000 sec): 3 clusters
  Score: Raw -68529.779011 + Penalty 3055.958832 = -65473.820179
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (268687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6186.620000 sec): 2 clusters
  Score: Raw -39759824.110697 + Penalty 3100.322998 = -39756723.787699
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6187.620000 sec): 3 clusters
  Score: Raw -39582317.790404 + Penalty 6200.645997 = -39576117.144408
  nChanged 129957
		SP:Iteration 1F (6188.620000 sec): 3 clusters
  Score: Raw -39658759.457768 + Penalty 6200.645997 = -39652558.811772
  nChanged 6659
		SP:Iteration 2Q (6189.660000 sec): 3 clusters
  Score: Raw -39659946.839804 + Penalty 6200.645997 = -39653746.193807
  nChanged 7047
		SP:Iteration 3Q (6190.670000 sec): 3 clusters
  Score: Raw -39661322.880103 + Penalty 6200.645997 = -39655122.234106
  nChanged 7429
		SP:Iteration 4Q (6191.690000 sec): 3 clusters
  Score: Raw -39662904.523588 + Penalty 6200.645997 = -39656703.877592
  nChanged 8079
		SP:Iteration 5Q (6192.710000 sec): 3 clusters
  Score: Raw -39664754.278929 + Penalty 6200.645997 = -39658553.632933
  nChanged 8494
		SP:Iteration 6Q (6193.730000 sec): 3 clusters
  Score: Raw -39666830.185824 + Penalty 6200.645997 = -39660629.539827
  nChanged 9056
		SP:Iteration 7Q (6194.750000 sec): 3 clusters
  Score: Raw -39669073.651718 + Penalty 6200.645997 = -39662873.005721
  nChanged 9149
		SP:Iteration 8Q (6195.760000 sec): 3 clusters
  Score: Raw -39671345.610728 + Penalty 6200.645997 = -39665144.964731
  nChanged 9276
		SP:Iteration 9Q (6196.780000 sec): 3 clusters
  Score: Raw -39673688.847347 + Penalty 6200.645997 = -39667488.201351
  nChanged 9044
		SP:Iteration 10Q (6197.790000 sec): 3 clusters
  Score: Raw -39675929.294174 + Penalty 6200.645997 = -39669728.648177
  nChanged 8793
		SP:Iteration 11Q (6198.810000 sec): 3 clusters
  Score: Raw -39678020.671191 + Penalty 6200.645997 = -39671820.025195
  nChanged 8407
		SP:Iteration 12Q (6199.830000 sec): 3 clusters
  Score: Raw -39680090.089585 + Penalty 6200.645997 = -39673889.443588
  nChanged 8548
		SP:Iteration 13Q (6200.850000 sec): 3 clusters
  Score: Raw -39682401.859178 + Penalty 6200.645997 = -39676201.213182
  nChanged 8986
		SP:Iteration 14Q (6201.860000 sec): 3 clusters
  Score: Raw -39685140.545063 + Penalty 6200.645997 = -39678939.899066
  nChanged 9821
		SP:Iteration 15Q (6202.880000 sec): 3 clusters
  Score: Raw -39688699.426847 + Penalty 6200.645997 = -39682498.780851
  nChanged 11235
		SP:Iteration 16Q (6203.880000 sec): 3 clusters
  Score: Raw -39693664.865328 + Penalty 6200.645997 = -39687464.219331
  nChanged 13261
		SP:Iteration 17Q (6204.900000 sec): 3 clusters
  Score: Raw -39700823.066675 + Penalty 6200.645997 = -39694622.420679
  nChanged 15200
		SP:Iteration 18F (6205.890000 sec): 3 clusters
  Score: Raw -39710583.298954 + Penalty 6200.645997 = -39704382.652957
  nChanged 16240
		SP:Iteration 19F (6206.880000 sec): 3 clusters
  Score: Raw -39722748.375957 + Penalty 6200.645997 = -39716547.729960
  nChanged 15339
		SP:Iteration 20F (6207.860000 sec): 3 clusters
  Score: Raw -39735771.702526 + Penalty 6200.645997 = -39729571.056530
  nChanged 12226
		SP:Iteration 21Q (6208.870000 sec): 3 clusters
  Score: Raw -39747210.845224 + Penalty 6200.645997 = -39741010.199228
  nChanged 7818
		SP:Iteration 22Q (6209.850000 sec): 3 clusters
  Score: Raw -39754764.794792 + Penalty 6200.645997 = -39748564.148795
  nChanged 3665
		SP:Iteration 23Q (6210.710000 sec): 3 clusters
  Score: Raw -39758240.307140 + Penalty 6200.645997 = -39752039.661143
  nChanged 1307
		SP:Iteration 24Q (6211.460000 sec): 3 clusters
  Score: Raw -39759476.101105 + Penalty 6200.645997 = -39753275.455108
  nChanged 378
		SP:Iteration 25Q (6212.150000 sec): 3 clusters
  Score: Raw -39759873.624997 + Penalty 6200.645997 = -39753672.979000
  nChanged 113
		SP:Iteration 26Q (6212.800000 sec): 3 clusters
  Score: Raw -39760020.532350 + Penalty 6200.645997 = -39753819.886353
  nChanged 48
		SP:Iteration 27Q (6213.470000 sec): 3 clusters
  Score: Raw -39760081.348954 + Penalty 6200.645997 = -39753880.702957
  nChanged 26
		SP:Iteration 28Q (6214.170000 sec): 3 clusters
  Score: Raw -39760116.621786 + Penalty 6200.645997 = -39753915.975789
  nChanged 16
		SP:Iteration 29Q (6214.850000 sec): 3 clusters
  Score: Raw -39760134.959247 + Penalty 6200.645997 = -39753934.313250
  nChanged 9
		SP:Iteration 30Q (6215.530000 sec): 3 clusters
  Score: Raw -39760148.255468 + Penalty 6200.645997 = -39753947.609471
  nChanged 14
		SP:Iteration 31Q (6216.210000 sec): 3 clusters
  Score: Raw -39760167.699288 + Penalty 6200.645997 = -39753967.053292
  nChanged 9
		SP:Iteration 32Q (6216.890000 sec): 3 clusters
  Score: Raw -39760179.799529 + Penalty 6200.645997 = -39753979.153533
  nChanged 8
		SP:Iteration 33Q (6217.560000 sec): 3 clusters
  Score: Raw -39760191.950321 + Penalty 6200.645997 = -39753991.304324
  nChanged 6
		SP:Iteration 34Q (6218.240000 sec): 3 clusters
  Score: Raw -39760199.636631 + Penalty 6200.645997 = -39753998.990635
  nChanged 9
		SP:Iteration 35Q (6218.920000 sec): 3 clusters
  Score: Raw -39760208.077561 + Penalty 6200.645997 = -39754007.431564
  nChanged 3
		SP:Iteration 36Q (6219.600000 sec): 3 clusters
  Score: Raw -39760210.756045 + Penalty 6200.645997 = -39754010.110049
  nChanged 1
		SP:Iteration 37Q (6220.270000 sec): 3 clusters
  Score: Raw -39760211.481424 + Penalty 6200.645997 = -39754010.835427
  nChanged 0
		SP:Iteration 38F (6221.250000 sec): 3 clusters
  Score: Raw -39760211.481424 + Penalty 6200.645997 = -39754010.835427
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6221.440000 sec): 2 clusters
  Score: Raw -5134074.891526 + Penalty 2584.644570 = -5131490.246956
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6221.570000 sec): 3 clusters
  Score: Raw -5113799.399414 + Penalty 5169.289140 = -5108630.110274
  nChanged 15125
		SP:Iteration 1F (6221.690000 sec): 3 clusters
  Score: Raw -5122174.879786 + Penalty 5169.289140 = -5117005.590646
  nChanged 1522
		SP:Iteration 2Q (6221.810000 sec): 3 clusters
  Score: Raw -5122663.940296 + Penalty 5169.289140 = -5117494.651156
  nChanged 1430
		SP:Iteration 3Q (6221.940000 sec): 3 clusters
  Score: Raw -5123152.652717 + Penalty 5169.289140 = -5117983.363577
  nChanged 1391
		SP:Iteration 4Q (6222.070000 sec): 3 clusters
  Score: Raw -5123696.593185 + Penalty 5169.289140 = -5118527.304045
  nChanged 1453
		SP:Iteration 5Q (6222.190000 sec): 3 clusters
  Score: Raw -5124327.850207 + Penalty 5169.289140 = -5119158.561067
  nChanged 1616
		SP:Iteration 6Q (6222.320000 sec): 3 clusters
  Score: Raw -5125107.307067 + Penalty 5169.289140 = -5119938.017927
  nChanged 1680
		SP:Iteration 7F (6222.450000 sec): 3 clusters
  Score: Raw -5126015.902550 + Penalty 5169.289140 = -5120846.613410
  nChanged 1828
		SP:Iteration 8F (6222.570000 sec): 3 clusters
  Score: Raw -5127071.340464 + Penalty 5169.289140 = -5121902.051324
  nChanged 1815
		SP:Iteration 9F (6222.690000 sec): 3 clusters
  Score: Raw -5128153.421403 + Penalty 5169.289140 = -5122984.132263
  nChanged 1768
		SP:Iteration 10F (6222.820000 sec): 3 clusters
  Score: Raw -5129191.615709 + Penalty 5169.289140 = -5124022.326569
  nChanged 1516
		SP:Iteration 11Q (6222.950000 sec): 3 clusters
  Score: Raw -5130104.002449 + Penalty 5169.289140 = -5124934.713309
  nChanged 1209
		SP:Iteration 12Q (6223.070000 sec): 3 clusters
  Score: Raw -5130778.941439 + Penalty 5169.289140 = -5125609.652299
  nChanged 889
		SP:Iteration 13Q (6223.190000 sec): 3 clusters
  Score: Raw -5131139.260749 + Penalty 5169.289140 = -5125969.971609
  nChanged 629
		SP:Iteration 14Q (6223.320000 sec): 3 clusters
  Score: Raw -5131346.290054 + Penalty 5169.289140 = -5126177.000914
  nChanged 514
		SP:Iteration 15Q (6223.440000 sec): 3 clusters
  Score: Raw -5131499.153720 + Penalty 5169.289140 = -5126329.864580
  nChanged 453
		SP:Iteration 16Q (6223.560000 sec): 3 clusters
  Score: Raw -5131625.274424 + Penalty 5169.289140 = -5126455.985284
  nChanged 434
		SP:Iteration 17Q (6223.680000 sec): 3 clusters
  Score: Raw -5131736.787959 + Penalty 5169.289140 = -5126567.498819
  nChanged 401
		SP:Iteration 18Q (6223.810000 sec): 3 clusters
  Score: Raw -5131846.911014 + Penalty 5169.289140 = -5126677.621874
  nChanged 416
		SP:Iteration 19Q (6223.920000 sec): 3 clusters
  Score: Raw -5131961.835288 + Penalty 5169.289140 = -5126792.546148
  nChanged 431
		SP:Iteration 20F (6224.050000 sec): 3 clusters
  Score: Raw -5132081.653709 + Penalty 5169.289140 = -5126912.364569
  nChanged 412
		SP:Iteration 21Q (6224.170000 sec): 3 clusters
  Score: Raw -5132190.393868 + Penalty 5169.289140 = -5127021.104728
  nChanged 417
		SP:Iteration 22Q (6224.290000 sec): 3 clusters
  Score: Raw -5132304.578836 + Penalty 5169.289140 = -5127135.289696
  nChanged 437
		SP:Iteration 23Q (6224.400000 sec): 3 clusters
  Score: Raw -5132433.409631 + Penalty 5169.289140 = -5127264.120491
  nChanged 439
		SP:Iteration 24Q (6224.520000 sec): 3 clusters
  Score: Raw -5132563.074124 + Penalty 5169.289140 = -5127393.784984
  nChanged 407
		SP:Iteration 25Q (6224.630000 sec): 3 clusters
  Score: Raw -5132678.956939 + Penalty 5169.289140 = -5127509.667799
  nChanged 368
		SP:Iteration 26Q (6224.750000 sec): 3 clusters
  Score: Raw -5132776.615194 + Penalty 5169.289140 = -5127607.326054
  nChanged 320
		SP:Iteration 27Q (6224.860000 sec): 3 clusters
  Score: Raw -5132860.000871 + Penalty 5169.289140 = -5127690.711731
  nChanged 297
		SP:Iteration 28Q (6224.970000 sec): 3 clusters
  Score: Raw -5132934.542620 + Penalty 5169.289140 = -5127765.253479
  nChanged 289
		SP:Iteration 29Q (6225.080000 sec): 3 clusters
  Score: Raw -5133011.528121 + Penalty 5169.289140 = -5127842.238981
  nChanged 293
		SP:Iteration 30Q (6225.190000 sec): 3 clusters
  Score: Raw -5133086.533706 + Penalty 5169.289140 = -5127917.244566
  nChanged 271
		SP:Iteration 31Q (6225.300000 sec): 3 clusters
  Score: Raw -5133158.692263 + Penalty 5169.289140 = -5127989.403123
  nChanged 260
		SP:Iteration 32Q (6225.410000 sec): 3 clusters
  Score: Raw -5133229.435067 + Penalty 5169.289140 = -5128060.145927
  nChanged 268
		SP:Iteration 33Q (6225.510000 sec): 3 clusters
  Score: Raw -5133301.864504 + Penalty 5169.289140 = -5128132.575364
  nChanged 243
		SP:Iteration 34Q (6225.620000 sec): 3 clusters
  Score: Raw -5133364.565549 + Penalty 5169.289140 = -5128195.276409
  nChanged 230
		SP:Iteration 35Q (6225.730000 sec): 3 clusters
  Score: Raw -5133419.926290 + Penalty 5169.289140 = -5128250.637149
  nChanged 206
		SP:Iteration 36Q (6225.830000 sec): 3 clusters
  Score: Raw -5133467.400723 + Penalty 5169.289140 = -5128298.111583
  nChanged 192
		SP:Iteration 37Q (6225.940000 sec): 3 clusters
  Score: Raw -5133511.620440 + Penalty 5169.289140 = -5128342.331300
  nChanged 163
		SP:Iteration 38Q (6226.040000 sec): 3 clusters
  Score: Raw -5133554.084450 + Penalty 5169.289140 = -5128384.795310
  nChanged 154
		SP:Iteration 39Q (6226.150000 sec): 3 clusters
  Score: Raw -5133592.555293 + Penalty 5169.289140 = -5128423.266153
  nChanged 136
		SP:Iteration 40F (6226.270000 sec): 3 clusters
  Score: Raw -5133623.125959 + Penalty 5169.289140 = -5128453.836819
  nChanged 127
		SP:Iteration 41Q (6226.370000 sec): 3 clusters
  Score: Raw -5133651.249624 + Penalty 5169.289140 = -5128481.960484
  nChanged 107
		SP:Iteration 42Q (6226.470000 sec): 3 clusters
  Score: Raw -5133673.460567 + Penalty 5169.289140 = -5128504.171427
  nChanged 86
		SP:Iteration 43Q (6226.580000 sec): 3 clusters
  Score: Raw -5133691.941910 + Penalty 5169.289140 = -5128522.652770
  nChanged 85
		SP:Iteration 44Q (6226.680000 sec): 3 clusters
  Score: Raw -5133708.306670 + Penalty 5169.289140 = -5128539.017530
  nChanged 81
		SP:Iteration 45Q (6226.780000 sec): 3 clusters
  Score: Raw -5133722.521941 + Penalty 5169.289140 = -5128553.232801
  nChanged 85
		SP:Iteration 46Q (6226.880000 sec): 3 clusters
  Score: Raw -5133740.044569 + Penalty 5169.289140 = -5128570.755429
  nChanged 98
		SP:Iteration 47Q (6226.980000 sec): 3 clusters
  Score: Raw -5133763.346441 + Penalty 5169.289140 = -5128594.057301
  nChanged 97
		SP:Iteration 48Q (6227.080000 sec): 3 clusters
  Score: Raw -5133790.481396 + Penalty 5169.289140 = -5128621.192256
  nChanged 95
		SP:Iteration 49Q (6227.180000 sec): 3 clusters
  Score: Raw -5133815.262451 + Penalty 5169.289140 = -5128645.973311
  nChanged 84
		SP:Iteration 50Q (6227.280000 sec): 3 clusters
  Score: Raw -5133839.232152 + Penalty 5169.289140 = -5128669.943012
  nChanged 70
		SP:Iteration 51Q (6227.370000 sec): 3 clusters
  Score: Raw -5133855.921472 + Penalty 5169.289140 = -5128686.632332
  nChanged 69
		SP:Iteration 52Q (6227.470000 sec): 3 clusters
  Score: Raw -5133870.286580 + Penalty 5169.289140 = -5128700.997440
  nChanged 55
		SP:Iteration 53Q (6227.570000 sec): 3 clusters
  Score: Raw -5133881.574851 + Penalty 5169.289140 = -5128712.285711
  nChanged 54
		SP:Iteration 54Q (6227.670000 sec): 3 clusters
  Score: Raw -5133892.369112 + Penalty 5169.289140 = -5128723.079972
  nChanged 39
		SP:Iteration 55Q (6227.770000 sec): 3 clusters
  Score: Raw -5133900.034144 + Penalty 5169.289140 = -5128730.745003
  nChanged 47
		SP:Iteration 56Q (6227.860000 sec): 3 clusters
  Score: Raw -5133910.106904 + Penalty 5169.289140 = -5128740.817764
  nChanged 42
		SP:Iteration 57Q (6227.960000 sec): 3 clusters
  Score: Raw -5133919.304619 + Penalty 5169.289140 = -5128750.015478
  nChanged 43
		SP:Iteration 58Q (6228.060000 sec): 3 clusters
  Score: Raw -5133929.100592 + Penalty 5169.289140 = -5128759.811451
  nChanged 45
		SP:Iteration 59Q (6228.150000 sec): 3 clusters
  Score: Raw -5133938.088453 + Penalty 5169.289140 = -5128768.799313
  nChanged 33
		SP:Iteration 60F (6228.280000 sec): 3 clusters
  Score: Raw -5133946.454079 + Penalty 5169.289140 = -5128777.164939
  nChanged 40
		SP:Iteration 61Q (6228.380000 sec): 3 clusters
  Score: Raw -5133953.733609 + Penalty 5169.289140 = -5128784.444469
  nChanged 32
		SP:Iteration 62Q (6228.470000 sec): 3 clusters
  Score: Raw -5133959.892222 + Penalty 5169.289140 = -5128790.603082
  nChanged 31
		SP:Iteration 63Q (6228.570000 sec): 3 clusters
  Score: Raw -5133968.630655 + Penalty 5169.289140 = -5128799.341515
  nChanged 37
		SP:Iteration 64Q (6228.660000 sec): 3 clusters
  Score: Raw -5133978.008088 + Penalty 5169.289140 = -5128808.718948
  nChanged 38
		SP:Iteration 65Q (6228.760000 sec): 3 clusters
  Score: Raw -5133986.588773 + Penalty 5169.289140 = -5128817.299633
  nChanged 47
		SP:Iteration 66Q (6228.850000 sec): 3 clusters
  Score: Raw -5134000.351871 + Penalty 5169.289140 = -5128831.062731
  nChanged 48
		SP:Iteration 67Q (6228.950000 sec): 3 clusters
  Score: Raw -5134013.914395 + Penalty 5169.289140 = -5128844.625255
  nChanged 49
		SP:Iteration 68Q (6229.050000 sec): 3 clusters
  Score: Raw -5134026.615647 + Penalty 5169.289140 = -5128857.326507
  nChanged 47
		SP:Iteration 69Q (6229.140000 sec): 3 clusters
  Score: Raw -5134037.477934 + Penalty 5169.289140 = -5128868.188794
  nChanged 42
		SP:Iteration 70Q (6229.230000 sec): 3 clusters
  Score: Raw -5134047.451327 + Penalty 5169.289140 = -5128878.162187
  nChanged 43
		SP:Iteration 71Q (6229.330000 sec): 3 clusters
  Score: Raw -5134057.729143 + Penalty 5169.289140 = -5128888.440003
  nChanged 31
		SP:Iteration 72Q (6229.420000 sec): 3 clusters
  Score: Raw -5134065.679452 + Penalty 5169.289140 = -5128896.390312
  nChanged 32
		SP:Iteration 73Q (6229.510000 sec): 3 clusters
  Score: Raw -5134074.079636 + Penalty 5169.289140 = -5128904.790496
  nChanged 36
		SP:Iteration 74Q (6229.610000 sec): 3 clusters
  Score: Raw -5134082.623168 + Penalty 5169.289140 = -5128913.334028
  nChanged 34
		SP:Iteration 75Q (6229.710000 sec): 3 clusters
  Score: Raw -5134092.171521 + Penalty 5169.289140 = -5128922.882381
  nChanged 27
		SP:Iteration 76Q (6229.800000 sec): 3 clusters
  Score: Raw -5134098.937712 + Penalty 5169.289140 = -5128929.648572
  nChanged 34
		SP:Iteration 77Q (6229.890000 sec): 3 clusters
  Score: Raw -5134107.390434 + Penalty 5169.289140 = -5128938.101294
  nChanged 30
		SP:Iteration 78Q (6229.990000 sec): 3 clusters
  Score: Raw -5134113.455975 + Penalty 5169.289140 = -5128944.166835
  nChanged 21
		SP:Iteration 79Q (6230.080000 sec): 3 clusters
  Score: Raw -5134118.863018 + Penalty 5169.289140 = -5128949.573878
  nChanged 26
		SP:Iteration 80F (6230.210000 sec): 3 clusters
  Score: Raw -5134126.168627 + Penalty 5169.289140 = -5128956.879487
  nChanged 35
		SP:Iteration 81Q (6230.300000 sec): 3 clusters
  Score: Raw -5134136.055066 + Penalty 5169.289140 = -5128966.765926
  nChanged 30
		SP:Iteration 82Q (6230.390000 sec): 3 clusters
  Score: Raw -5134146.153378 + Penalty 5169.289140 = -5128976.864238
  nChanged 37
		SP:Iteration 83Q (6230.490000 sec): 3 clusters
  Score: Raw -5134157.970444 + Penalty 5169.289140 = -5128988.681304
  nChanged 39
		SP:Iteration 84Q (6230.580000 sec): 3 clusters
  Score: Raw -5134170.764037 + Penalty 5169.289140 = -5129001.474897
  nChanged 42
		SP:Iteration 85Q (6230.680000 sec): 3 clusters
  Score: Raw -5134182.599816 + Penalty 5169.289140 = -5129013.310676
  nChanged 32
		SP:Iteration 86Q (6230.770000 sec): 3 clusters
  Score: Raw -5134191.185131 + Penalty 5169.289140 = -5129021.895991
  nChanged 27
		SP:Iteration 87Q (6230.860000 sec): 3 clusters
  Score: Raw -5134198.986069 + Penalty 5169.289140 = -5129029.696929
  nChanged 27
		SP:Iteration 88Q (6230.960000 sec): 3 clusters
  Score: Raw -5134207.144822 + Penalty 5169.289140 = -5129037.855682
  nChanged 32
		SP:Iteration 89Q (6231.050000 sec): 3 clusters
  Score: Raw -5134217.098593 + Penalty 5169.289140 = -5129047.809453
  nChanged 20
		SP:Iteration 90Q (6231.150000 sec): 3 clusters
  Score: Raw -5134222.228228 + Penalty 5169.289140 = -5129052.939088
  nChanged 17
		SP:Iteration 91Q (6231.240000 sec): 3 clusters
  Score: Raw -5134227.930444 + Penalty 5169.289140 = -5129058.641303
  nChanged 25
		SP:Iteration 92Q (6231.330000 sec): 3 clusters
  Score: Raw -5134236.537485 + Penalty 5169.289140 = -5129067.248345
  nChanged 15
		SP:Iteration 93Q (6231.420000 sec): 3 clusters
  Score: Raw -5134241.498028 + Penalty 5169.289140 = -5129072.208888
  nChanged 15
		SP:Iteration 94Q (6231.510000 sec): 3 clusters
  Score: Raw -5134245.650431 + Penalty 5169.289140 = -5129076.361290
  nChanged 19
		SP:Iteration 95Q (6231.610000 sec): 3 clusters
  Score: Raw -5134250.973622 + Penalty 5169.289140 = -5129081.684482
  nChanged 9
		SP:Iteration 96Q (6231.700000 sec): 3 clusters
  Score: Raw -5134253.144734 + Penalty 5169.289140 = -5129083.855594
  nChanged 13
		SP:Iteration 97Q (6231.790000 sec): 3 clusters
  Score: Raw -5134255.637418 + Penalty 5169.289140 = -5129086.348278
  nChanged 11
		SP:Iteration 98Q (6231.880000 sec): 3 clusters
  Score: Raw -5134258.995463 + Penalty 5169.289140 = -5129089.706323
  nChanged 11
		SP:Iteration 99Q (6231.970000 sec): 3 clusters
  Score: Raw -5134262.142460 + Penalty 5169.289140 = -5129092.853320
  nChanged 8
		SP:Iteration 100F (6232.100000 sec): 3 clusters
  Score: Raw -5134263.416508 + Penalty 5169.289140 = -5129094.127368
  nChanged 6
		SP:Iteration 101Q (6232.190000 sec): 3 clusters
  Score: Raw -5134264.273212 + Penalty 5169.289140 = -5129094.984072
  nChanged 2
		SP:Iteration 102Q (6232.280000 sec): 3 clusters
  Score: Raw -5134264.737830 + Penalty 5169.289140 = -5129095.448690
  nChanged 1
		SP:Iteration 103Q (6232.370000 sec): 3 clusters
  Score: Raw -5134264.923988 + Penalty 5169.289140 = -5129095.634848
  nChanged 2
		SP:Iteration 104Q (6232.460000 sec): 3 clusters
  Score: Raw -5134265.214323 + Penalty 5169.289140 = -5129095.925183
  nChanged 0
		SP:Iteration 105F (6232.590000 sec): 3 clusters
  Score: Raw -5134265.214323 + Penalty 5169.289140 = -5129095.925183
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.600000 sec): 2 clusters
  Score: Raw -140086.188840 + Penalty 1729.902654 = -138356.286186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.610000 sec): 3 clusters
  Score: Raw -139870.877243 + Penalty 3459.805308 = -136411.071935
  nChanged 277
		SP:Iteration 1F (6232.610000 sec): 3 clusters
  Score: Raw -140239.341389 + Penalty 3459.805308 = -136779.536081
  nChanged 103
		SP:Iteration 2F (6232.610000 sec): 3 clusters
  Score: Raw -140420.416957 + Penalty 3459.805308 = -136960.611649
  nChanged 55
		SP:Iteration 3F (6232.620000 sec): 3 clusters
  Score: Raw -140513.566924 + Penalty 3459.805308 = -137053.761616
  nChanged 41
		SP:Iteration 4Q (6232.620000 sec): 3 clusters
  Score: Raw -140575.550255 + Penalty 3459.805308 = -137115.744947
  nChanged 25
		SP:Iteration 5Q (6232.630000 sec): 3 clusters
  Score: Raw -140617.407253 + Penalty 3459.805308 = -137157.601945
  nChanged 13
		SP:Iteration 6Q (6232.630000 sec): 3 clusters
  Score: Raw -140631.511139 + Penalty 3459.805308 = -137171.705831
  nChanged 6
		SP:Iteration 7Q (6232.630000 sec): 3 clusters
  Score: Raw -140635.737743 + Penalty 3459.805308 = -137175.932435
  nChanged 2
		SP:Iteration 8Q (6232.640000 sec): 3 clusters
  Score: Raw -140638.632896 + Penalty 3459.805308 = -137178.827588
  nChanged 2
		SP:Iteration 9Q (6232.640000 sec): 3 clusters
  Score: Raw -140642.992765 + Penalty 3459.805308 = -137183.187457
  nChanged 4
		SP:Iteration 10Q (6232.650000 sec): 3 clusters
  Score: Raw -140647.184090 + Penalty 3459.805308 = -137187.378782
  nChanged 4
		SP:Iteration 11Q (6232.650000 sec): 3 clusters
  Score: Raw -140651.030159 + Penalty 3459.805308 = -137191.224851
  nChanged 2
		SP:Iteration 12Q (6232.650000 sec): 3 clusters
  Score: Raw -140653.845529 + Penalty 3459.805308 = -137194.040221
  nChanged 6
		SP:Iteration 13Q (6232.660000 sec): 3 clusters
  Score: Raw -140663.088723 + Penalty 3459.805308 = -137203.283415
  nChanged 1
		SP:Iteration 14Q (6232.660000 sec): 3 clusters
  Score: Raw -140664.583144 + Penalty 3459.805308 = -137204.777836
  nChanged 0
		SP:Iteration 15F (6232.660000 sec): 3 clusters
  Score: Raw -140664.583144 + Penalty 3459.805308 = -137204.777836
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.670000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.670000 sec): 3 clusters
  Score: Raw -31500.908097 + Penalty 2705.839273 = -28795.068824
  nChanged 23
		SP:Iteration 1F (6232.670000 sec): 3 clusters
  Score: Raw -31594.331919 + Penalty 2705.839273 = -28888.492646
  nChanged 5
		SP:Iteration 2Q (6232.670000 sec): 3 clusters
  Score: Raw -31613.004895 + Penalty 2705.839273 = -28907.165621
  nChanged 1
		SP:Iteration 3Q (6232.670000 sec): 3 clusters
  Score: Raw -31614.381126 + Penalty 2705.839273 = -28908.541853
  nChanged 1
		SP:Iteration 4Q (6232.670000 sec): 3 clusters
  Score: Raw -31616.955376 + Penalty 2705.839273 = -28911.116103
  nChanged 0
		SP:Iteration 5F (6232.670000 sec): 3 clusters
  Score: Raw -31616.955376 + Penalty 2705.839273 = -28911.116103
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.680000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.680000 sec): 3 clusters
  Score: Raw -77810.448411 + Penalty 3172.049753 = -74638.398658
  nChanged 140
		SP:Iteration 1F (6232.680000 sec): 3 clusters
  Score: Raw -78065.778629 + Penalty 3172.049753 = -74893.728876
  nChanged 40
		SP:Iteration 2F (6232.680000 sec): 3 clusters
  Score: Raw -78193.379241 + Penalty 3172.049753 = -75021.329488
  nChanged 25
		SP:Iteration 3Q (6232.690000 sec): 3 clusters
  Score: Raw -78268.059515 + Penalty 3172.049753 = -75096.009762
  nChanged 22
		SP:Iteration 4Q (6232.690000 sec): 3 clusters
  Score: Raw -78344.948445 + Penalty 3172.049753 = -75172.898692
  nChanged 20
		SP:Iteration 5Q (6232.690000 sec): 3 clusters
  Score: Raw -78452.028318 + Penalty 3172.049753 = -75279.978565
  nChanged 24
		SP:Iteration 6Q (6232.690000 sec): 3 clusters
  Score: Raw -78515.808832 + Penalty 3172.049753 = -75343.759079
  nChanged 17
		SP:Iteration 7Q (6232.690000 sec): 3 clusters
  Score: Raw -78568.724781 + Penalty 3172.049753 = -75396.675028
  nChanged 10
		SP:Iteration 8Q (6232.690000 sec): 3 clusters
  Score: Raw -78610.693854 + Penalty 3172.049753 = -75438.644101
  nChanged 9
		SP:Iteration 9Q (6232.700000 sec): 3 clusters
  Score: Raw -78637.975246 + Penalty 3172.049753 = -75465.925494
  nChanged 8
		SP:Iteration 10Q (6232.700000 sec): 3 clusters
  Score: Raw -78671.445116 + Penalty 3172.049753 = -75499.395363
  nChanged 7
		SP:Iteration 11Q (6232.700000 sec): 3 clusters
  Score: Raw -78701.182009 + Penalty 3172.049753 = -75529.132257
  nChanged 6
		SP:Iteration 12Q (6232.700000 sec): 3 clusters
  Score: Raw -78711.914194 + Penalty 3172.049753 = -75539.864441
  nChanged 1
		SP:Iteration 13Q (6232.700000 sec): 3 clusters
  Score: Raw -78714.395926 + Penalty 3172.049753 = -75542.346173
  nChanged 1
		SP:Iteration 14Q (6232.710000 sec): 3 clusters
  Score: Raw -78716.766428 + Penalty 3172.049753 = -75544.716675
  nChanged 0
		SP:Iteration 15F (6232.710000 sec): 3 clusters
  Score: Raw -78718.641815 + Penalty 3172.049753 = -75546.592062
  nChanged 1
		SP:Iteration 16Q (6232.710000 sec): 3 clusters
  Score: Raw -78728.663087 + Penalty 3172.049753 = -75556.613335
  nChanged 1
		SP:Iteration 17Q (6232.710000 sec): 3 clusters
  Score: Raw -78731.979907 + Penalty 3172.049753 = -75559.930154
  nChanged 4
		SP:Iteration 18Q (6232.710000 sec): 3 clusters
  Score: Raw -78749.636921 + Penalty 3172.049753 = -75577.587169
  nChanged 3
		SP:Iteration 19Q (6232.710000 sec): 3 clusters
  Score: Raw -78759.523445 + Penalty 3172.049753 = -75587.473693
  nChanged 1
		SP:Iteration 20F (6232.720000 sec): 3 clusters
  Score: Raw -78762.586284 + Penalty 3172.049753 = -75590.536531
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.720000 sec): 2 clusters
  Score: Raw -23101.134561 + Penalty 1344.292680 = -21756.841881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.720000 sec): 3 clusters
  Score: Raw -23460.858100 + Penalty 2688.585360 = -20772.272741
  nChanged 29
		SP:Iteration 1F (6232.720000 sec): 3 clusters
  Score: Raw -23890.270385 + Penalty 2688.585360 = -21201.685026
  nChanged 20
		SP:Iteration 2F (6232.720000 sec): 3 clusters
  Score: Raw -24031.537984 + Penalty 2688.585360 = -21342.952625
  nChanged 10
		SP:Iteration 3Q (6232.720000 sec): 3 clusters
  Score: Raw -24097.997112 + Penalty 2688.585360 = -21409.411752
  nChanged 2
		SP:Iteration 4Q (6232.730000 sec): 3 clusters
  Score: Raw -24107.572161 + Penalty 2688.585360 = -21418.986802
  nChanged 2
		SP:Iteration 5Q (6232.730000 sec): 3 clusters
  Score: Raw -24117.351175 + Penalty 2688.585360 = -21428.765815
  nChanged 1
		SP:Iteration 6Q (6232.730000 sec): 3 clusters
  Score: Raw -24119.734100 + Penalty 2688.585360 = -21431.148740
  nChanged 1
		SP:Iteration 7Q (6232.730000 sec): 3 clusters
  Score: Raw -24124.619875 + Penalty 2688.585360 = -21436.034515
  nChanged 1
		SP:Iteration 8Q (6232.730000 sec): 3 clusters
  Score: Raw -24131.978954 + Penalty 2688.585360 = -21443.393594
  nChanged 1
		SP:Iteration 9Q (6232.730000 sec): 3 clusters
  Score: Raw -24138.261455 + Penalty 2688.585360 = -21449.676096
  nChanged 1
		SP:Iteration 10Q (6232.730000 sec): 3 clusters
  Score: Raw -24146.045342 + Penalty 2688.585360 = -21457.459982
  nChanged 0
		SP:Iteration 11F (6232.730000 sec): 3 clusters
  Score: Raw -24146.045342 + Penalty 2688.585360 = -21457.459982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.730000 sec): 2 clusters
  Score: Raw -33429.954582 + Penalty 1392.055770 = -32037.898812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.730000 sec): 3 clusters
  Score: Raw -33626.373490 + Penalty 2784.111541 = -30842.261949
  nChanged 40
		SP:Iteration 1F (6232.730000 sec): 3 clusters
  Score: Raw -33829.745317 + Penalty 2784.111541 = -31045.633776
  nChanged 15
		SP:Iteration 2F (6232.740000 sec): 3 clusters
  Score: Raw -33979.894397 + Penalty 2784.111541 = -31195.782857
  nChanged 10
		SP:Iteration 3Q (6232.740000 sec): 3 clusters
  Score: Raw -34059.657927 + Penalty 2784.111541 = -31275.546386
  nChanged 14
		SP:Iteration 4F (6232.740000 sec): 3 clusters
  Score: Raw -34223.206581 + Penalty 2784.111541 = -31439.095040
  nChanged 9
		SP:Iteration 5Q (6232.740000 sec): 3 clusters
  Score: Raw -34320.378586 + Penalty 2784.111541 = -31536.267045
  nChanged 5
		SP:Iteration 6Q (6232.740000 sec): 3 clusters
  Score: Raw -34368.176431 + Penalty 2784.111541 = -31584.064890
  nChanged 2
		SP:Iteration 7Q (6232.740000 sec): 3 clusters
  Score: Raw -34381.371411 + Penalty 2784.111541 = -31597.259871
  nChanged 3
		SP:Iteration 8Q (6232.740000 sec): 3 clusters
  Score: Raw -34406.643666 + Penalty 2784.111541 = -31622.532125
  nChanged 1
		SP:Iteration 9Q (6232.740000 sec): 3 clusters
  Score: Raw -34412.973360 + Penalty 2784.111541 = -31628.861819
  nChanged 1
		SP:Iteration 10Q (6232.740000 sec): 3 clusters
  Score: Raw -34417.161115 + Penalty 2784.111541 = -31633.049574
  nChanged 3
		SP:Iteration 11Q (6232.750000 sec): 3 clusters
  Score: Raw -34447.606093 + Penalty 2784.111541 = -31663.494552
  nChanged 5
		SP:Iteration 12Q (6232.750000 sec): 3 clusters
  Score: Raw -34476.704280 + Penalty 2784.111541 = -31692.592739
  nChanged 1
		SP:Iteration 13Q (6232.750000 sec): 3 clusters
  Score: Raw -34480.261058 + Penalty 2784.111541 = -31696.149517
  nChanged 0
		SP:Iteration 14F (6232.750000 sec): 3 clusters
  Score: Raw -34480.261058 + Penalty 2784.111541 = -31696.149517
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.750000 sec): 2 clusters
  Score: Raw -29409.107282 + Penalty 1334.214544 = -28074.892739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.750000 sec): 3 clusters
  Score: Raw -29605.196379 + Penalty 2668.429087 = -26936.767292
  nChanged 15
		SP:Iteration 1F (6232.750000 sec): 3 clusters
  Score: Raw -29681.098528 + Penalty 2668.429087 = -27012.669441
  nChanged 4
		SP:Iteration 2Q (6232.750000 sec): 3 clusters
  Score: Raw -29710.914650 + Penalty 2668.429087 = -27042.485562
  nChanged 3
		SP:Iteration 3Q (6232.750000 sec): 3 clusters
  Score: Raw -29730.898062 + Penalty 2668.429087 = -27062.468974
  nChanged 0
		SP:Iteration 4F (6232.750000 sec): 3 clusters
  Score: Raw -29730.898062 + Penalty 2668.429087 = -27062.468974
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.760000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.760000 sec): 3 clusters
  Score: Raw -55104.189805 + Penalty 2975.472535 = -52128.717271
  nChanged 62
		SP:Iteration 1F (6232.760000 sec): 3 clusters
  Score: Raw -55230.032290 + Penalty 2975.472535 = -52254.559755
  nChanged 7
		SP:Iteration 2Q (6232.760000 sec): 3 clusters
  Score: Raw -55243.557658 + Penalty 2975.472535 = -52268.085123
  nChanged 1
		SP:Iteration 3Q (6232.770000 sec): 3 clusters
  Score: Raw -55245.543943 + Penalty 2975.472535 = -52270.071408
  nChanged 6
		SP:Iteration 4Q (6232.770000 sec): 3 clusters
  Score: Raw -55263.769637 + Penalty 2975.472535 = -52288.297102
  nChanged 4
		SP:Iteration 5Q (6232.770000 sec): 3 clusters
  Score: Raw -55281.299513 + Penalty 2975.472535 = -52305.826978
  nChanged 5
		SP:Iteration 6Q (6232.770000 sec): 3 clusters
  Score: Raw -55292.043205 + Penalty 2975.472535 = -52316.570671
  nChanged 1
		SP:Iteration 7Q (6232.770000 sec): 3 clusters
  Score: Raw -55294.019737 + Penalty 2975.472535 = -52318.547202
  nChanged 1
		SP:Iteration 8Q (6232.770000 sec): 3 clusters
  Score: Raw -55296.031873 + Penalty 2975.472535 = -52320.559339
  nChanged 2
		SP:Iteration 9Q (6232.770000 sec): 3 clusters
  Score: Raw -55299.979438 + Penalty 2975.472535 = -52324.506903
  nChanged 2
		SP:Iteration 10Q (6232.770000 sec): 3 clusters
  Score: Raw -55305.510522 + Penalty 2975.472535 = -52330.037987
  nChanged 2
		SP:Iteration 11Q (6232.770000 sec): 3 clusters
  Score: Raw -55310.081045 + Penalty 2975.472535 = -52334.608511
  nChanged 3
		SP:Iteration 12Q (6232.780000 sec): 3 clusters
  Score: Raw -55318.326304 + Penalty 2975.472535 = -52342.853770
  nChanged 1
		SP:Iteration 13Q (6232.780000 sec): 3 clusters
  Score: Raw -55319.745729 + Penalty 2975.472535 = -52344.273195
  nChanged 0
		SP:Iteration 14F (6232.780000 sec): 3 clusters
  Score: Raw -55319.745729 + Penalty 2975.472535 = -52344.273195
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.780000 sec): 2 clusters
  Score: Raw -22119.283038 + Penalty 1408.682807 = -20710.600231
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.790000 sec): 3 clusters
  Score: Raw -22499.667008 + Penalty 2817.365614 = -19682.301394
  nChanged 80
		SP:Iteration 1F (6232.790000 sec): 3 clusters
  Score: Raw -23032.045235 + Penalty 2817.365614 = -20214.679621
  nChanged 25
		SP:Iteration 2F (6232.790000 sec): 3 clusters
  Score: Raw -23221.937039 + Penalty 2817.365614 = -20404.571425
  nChanged 6
		SP:Iteration 3Q (6232.790000 sec): 3 clusters
  Score: Raw -23311.391313 + Penalty 2817.365614 = -20494.025699
  nChanged 7
		SP:Iteration 4Q (6232.790000 sec): 3 clusters
  Score: Raw -23390.043645 + Penalty 2817.365614 = -20572.678031
  nChanged 3
		SP:Iteration 5Q (6232.790000 sec): 3 clusters
  Score: Raw -23455.933005 + Penalty 2817.365614 = -20638.567391
  nChanged 3
		SP:Iteration 6Q (6232.790000 sec): 3 clusters
  Score: Raw -23495.886013 + Penalty 2817.365614 = -20678.520399
  nChanged 2
		SP:Iteration 7Q (6232.790000 sec): 3 clusters
  Score: Raw -23516.344653 + Penalty 2817.365614 = -20698.979039
  nChanged 1
		SP:Iteration 8Q (6232.790000 sec): 3 clusters
  Score: Raw -23525.858318 + Penalty 2817.365614 = -20708.492704
  nChanged 2
		SP:Iteration 9Q (6232.790000 sec): 3 clusters
  Score: Raw -23532.681445 + Penalty 2817.365614 = -20715.315831
  nChanged 1
		SP:Iteration 10Q (6232.790000 sec): 3 clusters
  Score: Raw -23535.517114 + Penalty 2817.365614 = -20718.151500
  nChanged 0
		SP:Iteration 11F (6232.790000 sec): 3 clusters
  Score: Raw -23535.517114 + Penalty 2817.365614 = -20718.151500
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 41.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.800000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.800000 sec): 3 clusters
  Score: Raw -29589.915498 + Penalty 2686.385799 = -26903.529699
  nChanged 16
		SP:Iteration 1F (6232.800000 sec): 3 clusters
  Score: Raw -29652.604532 + Penalty 2686.385799 = -26966.218732
  nChanged 5
		SP:Iteration 2Q (6232.800000 sec): 3 clusters
  Score: Raw -29679.225946 + Penalty 2686.385799 = -26992.840146
  nChanged 6
		SP:Iteration 3Q (6232.810000 sec): 3 clusters
  Score: Raw -29705.570251 + Penalty 2686.385799 = -27019.184452
  nChanged 1
		SP:Iteration 4Q (6232.810000 sec): 3 clusters
  Score: Raw -29708.190483 + Penalty 2686.385799 = -27021.804683
  nChanged 0
		SP:Iteration 5F (6232.810000 sec): 3 clusters
  Score: Raw -29708.190483 + Penalty 2686.385799 = -27021.804683
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.810000 sec): 2 clusters
  Score: Raw -45032.003494 + Penalty 1441.162966 = -43590.840528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.810000 sec): 3 clusters
  Score: Raw -45213.514455 + Penalty 2882.325933 = -42331.188522
  nChanged 54
		SP:Iteration 1F (6232.810000 sec): 3 clusters
  Score: Raw -45348.361253 + Penalty 2882.325933 = -42466.035320
  nChanged 14
		SP:Iteration 2Q (6232.810000 sec): 3 clusters
  Score: Raw -45404.548575 + Penalty 2882.325933 = -42522.222642
  nChanged 8
		SP:Iteration 3Q (6232.810000 sec): 3 clusters
  Score: Raw -45433.339200 + Penalty 2882.325933 = -42551.013267
  nChanged 3
		SP:Iteration 4Q (6232.810000 sec): 3 clusters
  Score: Raw -45455.442099 + Penalty 2882.325933 = -42573.116167
  nChanged 1
		SP:Iteration 5Q (6232.820000 sec): 3 clusters
  Score: Raw -45459.615095 + Penalty 2882.325933 = -42577.289162
  nChanged 3
		SP:Iteration 6Q (6232.820000 sec): 3 clusters
  Score: Raw -45477.106164 + Penalty 2882.325933 = -42594.780232
  nChanged 4
		SP:Iteration 7Q (6232.820000 sec): 3 clusters
  Score: Raw -45485.319800 + Penalty 2882.325933 = -42602.993867
  nChanged 2
		SP:Iteration 8Q (6232.820000 sec): 3 clusters
  Score: Raw -45492.723504 + Penalty 2882.325933 = -42610.397571
  nChanged 3
		SP:Iteration 9Q (6232.820000 sec): 3 clusters
  Score: Raw -45511.634301 + Penalty 2882.325933 = -42629.308369
  nChanged 2
		SP:Iteration 10Q (6232.820000 sec): 3 clusters
  Score: Raw -45514.336440 + Penalty 2882.325933 = -42632.010507
  nChanged 0
		SP:Iteration 11F (6232.820000 sec): 3 clusters
  Score: Raw -45514.336440 + Penalty 2882.325933 = -42632.010507
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.830000 sec): 2 clusters
  Score: Raw -55273.799370 + Penalty 1503.241316 = -53770.558054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.830000 sec): 3 clusters
  Score: Raw -55361.927155 + Penalty 3006.482632 = -52355.444524
  nChanged 73
		SP:Iteration 1F (6232.830000 sec): 3 clusters
  Score: Raw -55595.698655 + Penalty 3006.482632 = -52589.216024
  nChanged 21
		SP:Iteration 2Q (6232.830000 sec): 3 clusters
  Score: Raw -55672.322763 + Penalty 3006.482632 = -52665.840131
  nChanged 18
		SP:Iteration 3Q (6232.830000 sec): 3 clusters
  Score: Raw -55748.365637 + Penalty 3006.482632 = -52741.883005
  nChanged 8
		SP:Iteration 4Q (6232.830000 sec): 3 clusters
  Score: Raw -55795.896882 + Penalty 3006.482632 = -52789.414251
  nChanged 6
		SP:Iteration 5Q (6232.840000 sec): 3 clusters
  Score: Raw -55829.086493 + Penalty 3006.482632 = -52822.603861
  nChanged 8
		SP:Iteration 6Q (6232.840000 sec): 3 clusters
  Score: Raw -55900.259949 + Penalty 3006.482632 = -52893.777318
  nChanged 5
		SP:Iteration 7Q (6232.840000 sec): 3 clusters
  Score: Raw -55918.871893 + Penalty 3006.482632 = -52912.389261
  nChanged 4
		SP:Iteration 8Q (6232.840000 sec): 3 clusters
  Score: Raw -55937.370723 + Penalty 3006.482632 = -52930.888092
  nChanged 4
		SP:Iteration 9Q (6232.840000 sec): 3 clusters
  Score: Raw -55957.426958 + Penalty 3006.482632 = -52950.944326
  nChanged 2
		SP:Iteration 10Q (6232.840000 sec): 3 clusters
  Score: Raw -55963.205729 + Penalty 3006.482632 = -52956.723097
  nChanged 2
		SP:Iteration 11Q (6232.850000 sec): 3 clusters
  Score: Raw -55967.856955 + Penalty 3006.482632 = -52961.374323
  nChanged 3
		SP:Iteration 12Q (6232.850000 sec): 3 clusters
  Score: Raw -55972.874184 + Penalty 3006.482632 = -52966.391552
  nChanged 0
		SP:Iteration 13F (6232.850000 sec): 3 clusters
  Score: Raw -55972.874184 + Penalty 3006.482632 = -52966.391552
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 38 (221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.850000 sec): 2 clusters
  Score: Raw -26010.390594 + Penalty 1338.744350 = -24671.646244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.850000 sec): 3 clusters
  Score: Raw -26436.133167 + Penalty 2677.488700 = -23758.644467
  nChanged 37
		SP:Iteration 1F (6232.850000 sec): 3 clusters
  Score: Raw -26618.569373 + Penalty 2677.488700 = -23941.080673
  nChanged 9
		SP:Iteration 2Q (6232.850000 sec): 3 clusters
  Score: Raw -26743.668899 + Penalty 2677.488700 = -24066.180199
  nChanged 6
		SP:Iteration 3Q (6232.850000 sec): 3 clusters
  Score: Raw -26761.372577 + Penalty 2677.488700 = -24083.883877
  nChanged 3
		SP:Iteration 4Q (6232.850000 sec): 3 clusters
  Score: Raw -26772.010649 + Penalty 2677.488700 = -24094.521949
  nChanged 3
		SP:Iteration 5Q (6232.860000 sec): 3 clusters
  Score: Raw -26784.744679 + Penalty 2677.488700 = -24107.255979
  nChanged 5
		SP:Iteration 6Q (6232.860000 sec): 3 clusters
  Score: Raw -26804.117320 + Penalty 2677.488700 = -24126.628620
  nChanged 4
		SP:Iteration 7Q (6232.860000 sec): 3 clusters
  Score: Raw -26817.971002 + Penalty 2677.488700 = -24140.482302
  nChanged 3
		SP:Iteration 8Q (6232.860000 sec): 3 clusters
  Score: Raw -26834.917463 + Penalty 2677.488700 = -24157.428763
  nChanged 3
		SP:Iteration 9Q (6232.860000 sec): 3 clusters
  Score: Raw -26854.377079 + Penalty 2677.488700 = -24176.888379
  nChanged 5
		SP:Iteration 10Q (6232.860000 sec): 3 clusters
  Score: Raw -26881.349500 + Penalty 2677.488700 = -24203.860800
  nChanged 7
		SP:Iteration 11Q (6232.860000 sec): 3 clusters
  Score: Raw -26925.429994 + Penalty 2677.488700 = -24247.941294
  nChanged 6
		SP:Iteration 12Q (6232.860000 sec): 3 clusters
  Score: Raw -26965.719961 + Penalty 2677.488700 = -24288.231261
  nChanged 5
		SP:Iteration 13Q (6232.860000 sec): 3 clusters
  Score: Raw -26998.053548 + Penalty 2677.488700 = -24320.564848
  nChanged 1
		SP:Iteration 14Q (6232.860000 sec): 3 clusters
  Score: Raw -27008.866289 + Penalty 2677.488700 = -24331.377589
  nChanged 0
		SP:Iteration 15F (6232.860000 sec): 3 clusters
  Score: Raw -27009.170792 + Penalty 2677.488700 = -24331.682092
  nChanged 1
		SP:Iteration 16Q (6232.870000 sec): 3 clusters
  Score: Raw -27023.723017 + Penalty 2677.488700 = -24346.234318
  nChanged 0
		SP:Iteration 17F (6232.870000 sec): 3 clusters
  Score: Raw -27023.723017 + Penalty 2677.488700 = -24346.234318
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.870000 sec): 2 clusters
  Score: Raw -68776.888008 + Penalty 1547.588410 = -67229.299598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.870000 sec): 3 clusters
  Score: Raw -68861.797514 + Penalty 3095.176819 = -65766.620695
  nChanged 98
		SP:Iteration 1F (6232.870000 sec): 3 clusters
  Score: Raw -69067.284103 + Penalty 3095.176819 = -65972.107284
  nChanged 31
		SP:Iteration 2F (6232.870000 sec): 3 clusters
  Score: Raw -69144.059103 + Penalty 3095.176819 = -66048.882283
  nChanged 10
		SP:Iteration 3Q (6232.880000 sec): 3 clusters
  Score: Raw -69164.290701 + Penalty 3095.176819 = -66069.113882
  nChanged 4
		SP:Iteration 4Q (6232.880000 sec): 3 clusters
  Score: Raw -69173.529039 + Penalty 3095.176819 = -66078.352220
  nChanged 8
		SP:Iteration 5Q (6232.880000 sec): 3 clusters
  Score: Raw -69191.894947 + Penalty 3095.176819 = -66096.718128
  nChanged 5
		SP:Iteration 6Q (6232.880000 sec): 3 clusters
  Score: Raw -69206.843328 + Penalty 3095.176819 = -66111.666509
  nChanged 7
		SP:Iteration 7Q (6232.890000 sec): 3 clusters
  Score: Raw -69239.014275 + Penalty 3095.176819 = -66143.837456
  nChanged 8
		SP:Iteration 8Q (6232.890000 sec): 3 clusters
  Score: Raw -69280.404433 + Penalty 3095.176819 = -66185.227614
  nChanged 8
		SP:Iteration 9Q (6232.890000 sec): 3 clusters
  Score: Raw -69306.836131 + Penalty 3095.176819 = -66211.659311
  nChanged 3
		SP:Iteration 10Q (6232.890000 sec): 3 clusters
  Score: Raw -69312.623882 + Penalty 3095.176819 = -66217.447063
  nChanged 1
		SP:Iteration 11Q (6232.890000 sec): 3 clusters
  Score: Raw -69315.185820 + Penalty 3095.176819 = -66220.009001
  nChanged 1
		SP:Iteration 12Q (6232.890000 sec): 3 clusters
  Score: Raw -69317.842682 + Penalty 3095.176819 = -66222.665862
  nChanged 1
		SP:Iteration 13Q (6232.890000 sec): 3 clusters
  Score: Raw -69322.810721 + Penalty 3095.176819 = -66227.633902
  nChanged 1
		SP:Iteration 14Q (6232.890000 sec): 3 clusters
  Score: Raw -69324.231723 + Penalty 3095.176819 = -66229.054903
  nChanged 1
		SP:Iteration 15Q (6232.900000 sec): 3 clusters
  Score: Raw -69325.278118 + Penalty 3095.176819 = -66230.101299
  nChanged 0
		SP:Iteration 16F (6232.900000 sec): 3 clusters
  Score: Raw -69325.278118 + Penalty 3095.176819 = -66230.101299
  nChanged 0
Deleting Class 39 (359 points): Lose 2997.386500 but Gain 3374.686117
Iteration 179Q (6243.960000 sec): 41 clusters
  Score: Raw -117640985.137258 + Penalty 134987.444692 = -117505997.692566
  nChanged 384
Iteration 180F (6287.450000 sec): 41 clusters
  Score: Raw -117642208.657814 + Penalty 134987.444692 = -117507221.213122
  nChanged 157
Iteration 181Q (6298.410000 sec): 41 clusters
  Score: Raw -117642519.323695 + Penalty 134987.444692 = -117507531.879003
  nChanged 90
Iteration 182Q (6309.310000 sec): 41 clusters
  Score: Raw -117642611.319381 + Penalty 134987.444692 = -117507623.874689
  nChanged 45
Iteration 183Q (6320.200000 sec): 41 clusters
  Score: Raw -117642631.954084 + Penalty 134987.444692 = -117507644.509392
  nChanged 37
Iteration 184Q (6331.120000 sec): 41 clusters
  Score: Raw -117642647.032334 + Penalty 134987.444692 = -117507659.587642
  nChanged 23
Iteration 185Q (6341.810000 sec): 41 clusters
  Score: Raw -117642664.470348 + Penalty 134987.444692 = -117507677.025656
  nChanged 19
Iteration 186Q (6352.330000 sec): 41 clusters
  Score: Raw -117642671.352317 + Penalty 134987.444692 = -117507683.907625
  nChanged 23
Iteration 187Q (6362.890000 sec): 41 clusters
  Score: Raw -117642705.216646 + Penalty 134987.444692 = -117507717.771954
  nChanged 15
Iteration 188Q (6373.430000 sec): 41 clusters
  Score: Raw -117642715.362433 + Penalty 134987.444692 = -117507727.917741
  nChanged 11
Iteration 189Q (6384.000000 sec): 41 clusters
  Score: Raw -117642733.797918 + Penalty 134987.444692 = -117507746.353226
  nChanged 10
Iteration 190Q (6394.540000 sec): 41 clusters
  Score: Raw -117642741.641863 + Penalty 134987.444692 = -117507754.197171
  nChanged 8
Iteration 191Q (6405.080000 sec): 41 clusters
  Score: Raw -117642742.230345 + Penalty 134987.444692 = -117507754.785653
  nChanged 10
Iteration 192Q (6415.660000 sec): 41 clusters
  Score: Raw -117642742.446261 + Penalty 134987.444692 = -117507755.001569
  nChanged 15
Iteration 193Q (6426.210000 sec): 41 clusters
  Score: Raw -117642742.709418 + Penalty 134987.444692 = -117507755.264726
  nChanged 10
Iteration 194Q (6437.040000 sec): 41 clusters
  Score: Raw -117642743.069810 + Penalty 134987.444692 = -117507755.625118
  nChanged 9
Iteration 195Q (6447.970000 sec): 41 clusters
  Score: Raw -117642743.320188 + Penalty 134987.444692 = -117507755.875496
  nChanged 10
Iteration 196Q (6458.890000 sec): 41 clusters
  Score: Raw -117642744.108273 + Penalty 134987.444692 = -117507756.663581
  nChanged 7
Iteration 197Q (6469.780000 sec): 41 clusters
  Score: Raw -117642744.325489 + Penalty 134987.444692 = -117507756.880797
  nChanged 13
Iteration 198Q (6480.700000 sec): 41 clusters
  Score: Raw -117642744.645599 + Penalty 134987.444692 = -117507757.200907
  nChanged 16
Iteration 199Q (6491.590000 sec): 41 clusters
  Score: Raw -117642745.083986 + Penalty 134987.444692 = -117507757.639294
  nChanged 16
Iteration 200F (6535.170000 sec): 41 clusters
  Score: Raw -117642755.816002 + Penalty 134987.444692 = -117507768.371310
  nChanged 23
Iteration 201Q (6546.060000 sec): 41 clusters
  Score: Raw -117642933.444149 + Penalty 134987.444692 = -117507945.999457
  nChanged 31
Iteration 202Q (6556.970000 sec): 41 clusters
  Score: Raw -117643021.135640 + Penalty 134987.444692 = -117508033.690948
  nChanged 28
Iteration 203Q (6567.880000 sec): 41 clusters
  Score: Raw -117643038.994308 + Penalty 134987.444692 = -117508051.549616
  nChanged 24
Iteration 204Q (6578.800000 sec): 41 clusters
  Score: Raw -117643052.902826 + Penalty 134987.444692 = -117508065.458134
  nChanged 16
Iteration 205Q (6589.720000 sec): 41 clusters
  Score: Raw -117643053.199258 + Penalty 134987.444692 = -117508065.754566
  nChanged 19
Iteration 206Q (6600.630000 sec): 41 clusters
  Score: Raw -117643053.518853 + Penalty 134987.444692 = -117508066.074161
  nChanged 22
Iteration 207Q (6611.510000 sec): 41 clusters
  Score: Raw -117643053.876708 + Penalty 134987.444692 = -117508066.432016
  nChanged 23
Iteration 208Q (6622.390000 sec): 41 clusters
  Score: Raw -117643054.116067 + Penalty 134987.444692 = -117508066.671375
  nChanged 16
Iteration 209Q (6633.290000 sec): 41 clusters
  Score: Raw -117643054.358348 + Penalty 134987.444692 = -117508066.913656
  nChanged 12
Iteration 210Q (6644.180000 sec): 41 clusters
  Score: Raw -117643054.683746 + Penalty 134987.444692 = -117508067.239054
  nChanged 21
Iteration 211Q (6655.060000 sec): 41 clusters
  Score: Raw -117643054.984489 + Penalty 134987.444692 = -117508067.539797
  nChanged 15
Iteration 212Q (6665.950000 sec): 41 clusters
  Score: Raw -117643055.281357 + Penalty 134987.444692 = -117508067.836665
  nChanged 11
Iteration 213Q (6676.830000 sec): 41 clusters
  Score: Raw -117643055.428401 + Penalty 134987.444692 = -117508067.983709
  nChanged 7
Iteration 214Q (6687.730000 sec): 41 clusters
  Score: Raw -117643055.603816 + Penalty 134987.444692 = -117508068.159124
  nChanged 7
Iteration 215Q (6698.620000 sec): 41 clusters
  Score: Raw -117643055.712579 + Penalty 134987.444692 = -117508068.267887
  nChanged 5
Iteration 216Q (6709.560000 sec): 41 clusters
  Score: Raw -117643055.802514 + Penalty 134987.444692 = -117508068.357822
  nChanged 1
Iteration 217Q (6720.490000 sec): 41 clusters
  Score: Raw -117643055.817483 + Penalty 134987.444692 = -117508068.372791
  nChanged 2
Iteration 218Q (6731.400000 sec): 41 clusters
  Score: Raw -117643055.830250 + Penalty 134987.444692 = -117508068.385558
  nChanged 2
Writing temp clu file 
Because OldScore, -117508068.372791, is greater than current (better) Score,-117508068.385558 
 Compute initial score before splitting:   Score: Raw -117643055.830250 + Penalty 134987.444692 = -117508068.385558
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6731.540000 sec): 2 clusters
  Score: Raw -1048042.454021 + Penalty 2200.828394 = -1045841.625627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6731.570000 sec): 3 clusters
  Score: Raw -1044424.376365 + Penalty 4401.656787 = -1040022.719578
  nChanged 2820
		SP:Iteration 1F (6731.600000 sec): 3 clusters
  Score: Raw -1045969.885673 + Penalty 4401.656787 = -1041568.228886
  nChanged 532
		SP:Iteration 2F (6731.620000 sec): 3 clusters
  Score: Raw -1046232.869851 + Penalty 4401.656787 = -1041831.213064
  nChanged 357
		SP:Iteration 3Q (6731.650000 sec): 3 clusters
  Score: Raw -1046398.973173 + Penalty 4401.656787 = -1041997.316386
  nChanged 282
		SP:Iteration 4Q (6731.670000 sec): 3 clusters
  Score: Raw -1046536.774422 + Penalty 4401.656787 = -1042135.117635
  nChanged 245
		SP:Iteration 5Q (6731.700000 sec): 3 clusters
  Score: Raw -1046656.449947 + Penalty 4401.656787 = -1042254.793160
  nChanged 215
		SP:Iteration 6Q (6731.730000 sec): 3 clusters
  Score: Raw -1046759.076743 + Penalty 4401.656787 = -1042357.419956
  nChanged 214
		SP:Iteration 7Q (6731.750000 sec): 3 clusters
  Score: Raw -1046852.910694 + Penalty 4401.656787 = -1042451.253907
  nChanged 185
		SP:Iteration 8Q (6731.780000 sec): 3 clusters
  Score: Raw -1046934.153396 + Penalty 4401.656787 = -1042532.496609
  nChanged 169
		SP:Iteration 9Q (6731.800000 sec): 3 clusters
  Score: Raw -1047013.474814 + Penalty 4401.656787 = -1042611.818027
  nChanged 173
		SP:Iteration 10Q (6731.830000 sec): 3 clusters
  Score: Raw -1047090.630725 + Penalty 4401.656787 = -1042688.973938
  nChanged 156
		SP:Iteration 11Q (6731.860000 sec): 3 clusters
  Score: Raw -1047164.152142 + Penalty 4401.656787 = -1042762.495355
  nChanged 170
		SP:Iteration 12Q (6731.880000 sec): 3 clusters
  Score: Raw -1047247.441706 + Penalty 4401.656787 = -1042845.784919
  nChanged 177
		SP:Iteration 13Q (6731.910000 sec): 3 clusters
  Score: Raw -1047328.630348 + Penalty 4401.656787 = -1042926.973561
  nChanged 153
		SP:Iteration 14Q (6731.930000 sec): 3 clusters
  Score: Raw -1047396.727366 + Penalty 4401.656787 = -1042995.070579
  nChanged 148
		SP:Iteration 15Q (6731.960000 sec): 3 clusters
  Score: Raw -1047460.110543 + Penalty 4401.656787 = -1043058.453756
  nChanged 143
		SP:Iteration 16Q (6731.980000 sec): 3 clusters
  Score: Raw -1047517.111252 + Penalty 4401.656787 = -1043115.454465
  nChanged 112
		SP:Iteration 17Q (6732.010000 sec): 3 clusters
  Score: Raw -1047563.002992 + Penalty 4401.656787 = -1043161.346205
  nChanged 100
		SP:Iteration 18Q (6732.040000 sec): 3 clusters
  Score: Raw -1047602.773893 + Penalty 4401.656787 = -1043201.117106
  nChanged 87
		SP:Iteration 19Q (6732.060000 sec): 3 clusters
  Score: Raw -1047640.094305 + Penalty 4401.656787 = -1043238.437518
  nChanged 101
		SP:Iteration 20F (6732.090000 sec): 3 clusters
  Score: Raw -1047679.507276 + Penalty 4401.656787 = -1043277.850488
  nChanged 83
		SP:Iteration 21Q (6732.110000 sec): 3 clusters
  Score: Raw -1047708.090989 + Penalty 4401.656787 = -1043306.434202
  nChanged 78
		SP:Iteration 22Q (6732.140000 sec): 3 clusters
  Score: Raw -1047738.330570 + Penalty 4401.656787 = -1043336.673783
  nChanged 78
		SP:Iteration 23Q (6732.160000 sec): 3 clusters
  Score: Raw -1047767.844403 + Penalty 4401.656787 = -1043366.187616
  nChanged 79
		SP:Iteration 24Q (6732.190000 sec): 3 clusters
  Score: Raw -1047797.041549 + Penalty 4401.656787 = -1043395.384761
  nChanged 69
		SP:Iteration 25Q (6732.220000 sec): 3 clusters
  Score: Raw -1047830.148627 + Penalty 4401.656787 = -1043428.491840
  nChanged 81
		SP:Iteration 26Q (6732.240000 sec): 3 clusters
  Score: Raw -1047864.728482 + Penalty 4401.656787 = -1043463.071695
  nChanged 76
		SP:Iteration 27Q (6732.260000 sec): 3 clusters
  Score: Raw -1047897.906863 + Penalty 4401.656787 = -1043496.250076
  nChanged 64
		SP:Iteration 28Q (6732.290000 sec): 3 clusters
  Score: Raw -1047925.134426 + Penalty 4401.656787 = -1043523.477639
  nChanged 56
		SP:Iteration 29Q (6732.320000 sec): 3 clusters
  Score: Raw -1047946.819003 + Penalty 4401.656787 = -1043545.162216
  nChanged 44
		SP:Iteration 30Q (6732.340000 sec): 3 clusters
  Score: Raw -1047964.038738 + Penalty 4401.656787 = -1043562.381951
  nChanged 49
		SP:Iteration 31Q (6732.370000 sec): 3 clusters
  Score: Raw -1047984.105658 + Penalty 4401.656787 = -1043582.448871
  nChanged 38
		SP:Iteration 32Q (6732.390000 sec): 3 clusters
  Score: Raw -1047997.810285 + Penalty 4401.656787 = -1043596.153498
  nChanged 36
		SP:Iteration 33Q (6732.420000 sec): 3 clusters
  Score: Raw -1048013.421514 + Penalty 4401.656787 = -1043611.764727
  nChanged 29
		SP:Iteration 34Q (6732.440000 sec): 3 clusters
  Score: Raw -1048025.917007 + Penalty 4401.656787 = -1043624.260220
  nChanged 30
		SP:Iteration 35Q (6732.470000 sec): 3 clusters
  Score: Raw -1048038.319348 + Penalty 4401.656787 = -1043636.662561
  nChanged 33
		SP:Iteration 36Q (6732.490000 sec): 3 clusters
  Score: Raw -1048053.504252 + Penalty 4401.656787 = -1043651.847465
  nChanged 31
		SP:Iteration 37Q (6732.520000 sec): 3 clusters
  Score: Raw -1048071.017669 + Penalty 4401.656787 = -1043669.360882
  nChanged 37
		SP:Iteration 38Q (6732.540000 sec): 3 clusters
  Score: Raw -1048088.695756 + Penalty 4401.656787 = -1043687.038969
  nChanged 20
		SP:Iteration 39Q (6732.570000 sec): 3 clusters
  Score: Raw -1048098.199347 + Penalty 4401.656787 = -1043696.542560
  nChanged 21
		SP:Iteration 40F (6732.590000 sec): 3 clusters
  Score: Raw -1048107.637406 + Penalty 4401.656787 = -1043705.980619
  nChanged 18
		SP:Iteration 41Q (6732.620000 sec): 3 clusters
  Score: Raw -1048117.292199 + Penalty 4401.656787 = -1043715.635412
  nChanged 23
		SP:Iteration 42Q (6732.640000 sec): 3 clusters
  Score: Raw -1048129.618312 + Penalty 4401.656787 = -1043727.961525
  nChanged 20
		SP:Iteration 43Q (6732.670000 sec): 3 clusters
  Score: Raw -1048139.342200 + Penalty 4401.656787 = -1043737.685412
  nChanged 14
		SP:Iteration 44Q (6732.690000 sec): 3 clusters
  Score: Raw -1048146.596352 + Penalty 4401.656787 = -1043744.939565
  nChanged 19
		SP:Iteration 45Q (6732.720000 sec): 3 clusters
  Score: Raw -1048156.619165 + Penalty 4401.656787 = -1043754.962377
  nChanged 19
		SP:Iteration 46Q (6732.740000 sec): 3 clusters
  Score: Raw -1048167.850715 + Penalty 4401.656787 = -1043766.193928
  nChanged 21
		SP:Iteration 47Q (6732.770000 sec): 3 clusters
  Score: Raw -1048176.319376 + Penalty 4401.656787 = -1043774.662589
  nChanged 15
		SP:Iteration 48Q (6732.790000 sec): 3 clusters
  Score: Raw -1048183.644873 + Penalty 4401.656787 = -1043781.988085
  nChanged 13
		SP:Iteration 49Q (6732.820000 sec): 3 clusters
  Score: Raw -1048190.344717 + Penalty 4401.656787 = -1043788.687930
  nChanged 12
		SP:Iteration 50Q (6732.840000 sec): 3 clusters
  Score: Raw -1048194.248916 + Penalty 4401.656787 = -1043792.592129
  nChanged 9
		SP:Iteration 51Q (6732.860000 sec): 3 clusters
  Score: Raw -1048197.670111 + Penalty 4401.656787 = -1043796.013324
  nChanged 8
		SP:Iteration 52Q (6732.890000 sec): 3 clusters
  Score: Raw -1048201.176080 + Penalty 4401.656787 = -1043799.519293
  nChanged 5
		SP:Iteration 53Q (6732.910000 sec): 3 clusters
  Score: Raw -1048203.434301 + Penalty 4401.656787 = -1043801.777514
  nChanged 5
		SP:Iteration 54Q (6732.940000 sec): 3 clusters
  Score: Raw -1048204.761159 + Penalty 4401.656787 = -1043803.104372
  nChanged 4
		SP:Iteration 55Q (6732.960000 sec): 3 clusters
  Score: Raw -1048206.690418 + Penalty 4401.656787 = -1043805.033631
  nChanged 9
		SP:Iteration 56Q (6732.990000 sec): 3 clusters
  Score: Raw -1048210.298104 + Penalty 4401.656787 = -1043808.641316
  nChanged 5
		SP:Iteration 57Q (6733.020000 sec): 3 clusters
  Score: Raw -1048212.489329 + Penalty 4401.656787 = -1043810.832542
  nChanged 3
		SP:Iteration 58Q (6733.040000 sec): 3 clusters
  Score: Raw -1048213.993284 + Penalty 4401.656787 = -1043812.336497
  nChanged 1
		SP:Iteration 59Q (6733.070000 sec): 3 clusters
  Score: Raw -1048214.432047 + Penalty 4401.656787 = -1043812.775260
  nChanged 1
		SP:Iteration 60F (6733.090000 sec): 3 clusters
  Score: Raw -1048215.120827 + Penalty 4401.656787 = -1043813.464040
  nChanged 2
		SP:Iteration 61Q (6733.120000 sec): 3 clusters
  Score: Raw -1048216.666163 + Penalty 4401.656787 = -1043815.009375
  nChanged 3
		SP:Iteration 62Q (6733.140000 sec): 3 clusters
  Score: Raw -1048217.699178 + Penalty 4401.656787 = -1043816.042391
  nChanged 1
		SP:Iteration 63Q (6733.170000 sec): 3 clusters
  Score: Raw -1048217.941504 + Penalty 4401.656787 = -1043816.284717
  nChanged 0
		SP:Iteration 64F (6733.190000 sec): 3 clusters
  Score: Raw -1048217.941504 + Penalty 4401.656787 = -1043816.284717
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6733.210000 sec): 2 clusters
  Score: Raw -1060798.668335 + Penalty 2207.505127 = -1058591.163208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6733.240000 sec): 3 clusters
  Score: Raw -1056983.523501 + Penalty 4415.010255 = -1052568.513246
  nChanged 2947
		SP:Iteration 1F (6733.270000 sec): 3 clusters
  Score: Raw -1058596.487159 + Penalty 4415.010255 = -1054181.476904
  nChanged 564
		SP:Iteration 2F (6733.290000 sec): 3 clusters
  Score: Raw -1058898.482465 + Penalty 4415.010255 = -1054483.472210
  nChanged 403
		SP:Iteration 3F (6733.320000 sec): 3 clusters
  Score: Raw -1059091.882028 + Penalty 4415.010255 = -1054676.871773
  nChanged 306
		SP:Iteration 4Q (6733.350000 sec): 3 clusters
  Score: Raw -1059230.663093 + Penalty 4415.010255 = -1054815.652838
  nChanged 254
		SP:Iteration 5Q (6733.370000 sec): 3 clusters
  Score: Raw -1059348.450556 + Penalty 4415.010255 = -1054933.440302
  nChanged 243
		SP:Iteration 6Q (6733.400000 sec): 3 clusters
  Score: Raw -1059456.395922 + Penalty 4415.010255 = -1055041.385667
  nChanged 195
		SP:Iteration 7Q (6733.430000 sec): 3 clusters
  Score: Raw -1059538.857306 + Penalty 4415.010255 = -1055123.847051
  nChanged 172
		SP:Iteration 8Q (6733.450000 sec): 3 clusters
  Score: Raw -1059615.794794 + Penalty 4415.010255 = -1055200.784540
  nChanged 162
		SP:Iteration 9Q (6733.480000 sec): 3 clusters
  Score: Raw -1059686.183634 + Penalty 4415.010255 = -1055271.173379
  nChanged 176
		SP:Iteration 10Q (6733.510000 sec): 3 clusters
  Score: Raw -1059754.621454 + Penalty 4415.010255 = -1055339.611200
  nChanged 147
		SP:Iteration 11Q (6733.530000 sec): 3 clusters
  Score: Raw -1059815.116641 + Penalty 4415.010255 = -1055400.106386
  nChanged 137
		SP:Iteration 12Q (6733.560000 sec): 3 clusters
  Score: Raw -1059869.190460 + Penalty 4415.010255 = -1055454.180206
  nChanged 134
		SP:Iteration 13Q (6733.590000 sec): 3 clusters
  Score: Raw -1059927.900550 + Penalty 4415.010255 = -1055512.890295
  nChanged 139
		SP:Iteration 14Q (6733.610000 sec): 3 clusters
  Score: Raw -1059992.048164 + Penalty 4415.010255 = -1055577.037910
  nChanged 140
		SP:Iteration 15Q (6733.640000 sec): 3 clusters
  Score: Raw -1060056.672469 + Penalty 4415.010255 = -1055641.662215
  nChanged 154
		SP:Iteration 16Q (6733.670000 sec): 3 clusters
  Score: Raw -1060131.401048 + Penalty 4415.010255 = -1055716.390794
  nChanged 168
		SP:Iteration 17Q (6733.690000 sec): 3 clusters
  Score: Raw -1060222.706203 + Penalty 4415.010255 = -1055807.695948
  nChanged 172
		SP:Iteration 18Q (6733.720000 sec): 3 clusters
  Score: Raw -1060325.095348 + Penalty 4415.010255 = -1055910.085093
  nChanged 189
		SP:Iteration 19Q (6733.740000 sec): 3 clusters
  Score: Raw -1060429.284577 + Penalty 4415.010255 = -1056014.274322
  nChanged 140
		SP:Iteration 20F (6733.770000 sec): 3 clusters
  Score: Raw -1060495.409410 + Penalty 4415.010255 = -1056080.399156
  nChanged 126
		SP:Iteration 21Q (6733.790000 sec): 3 clusters
  Score: Raw -1060555.924803 + Penalty 4415.010255 = -1056140.914548
  nChanged 104
		SP:Iteration 22Q (6733.820000 sec): 3 clusters
  Score: Raw -1060611.851760 + Penalty 4415.010255 = -1056196.841506
  nChanged 103
		SP:Iteration 23Q (6733.850000 sec): 3 clusters
  Score: Raw -1060666.618495 + Penalty 4415.010255 = -1056251.608240
  nChanged 88
		SP:Iteration 24Q (6733.870000 sec): 3 clusters
  Score: Raw -1060709.695475 + Penalty 4415.010255 = -1056294.685220
  nChanged 71
		SP:Iteration 25Q (6733.900000 sec): 3 clusters
  Score: Raw -1060736.496224 + Penalty 4415.010255 = -1056321.485969
  nChanged 50
		SP:Iteration 26Q (6733.920000 sec): 3 clusters
  Score: Raw -1060752.710890 + Penalty 4415.010255 = -1056337.700635
  nChanged 43
		SP:Iteration 27Q (6733.950000 sec): 3 clusters
  Score: Raw -1060765.188574 + Penalty 4415.010255 = -1056350.178319
  nChanged 41
		SP:Iteration 28Q (6733.970000 sec): 3 clusters
  Score: Raw -1060781.867593 + Penalty 4415.010255 = -1056366.857338
  nChanged 38
		SP:Iteration 29Q (6734.000000 sec): 3 clusters
  Score: Raw -1060795.563226 + Penalty 4415.010255 = -1056380.552971
  nChanged 38
		SP:Iteration 30Q (6734.020000 sec): 3 clusters
  Score: Raw -1060806.207648 + Penalty 4415.010255 = -1056391.197394
  nChanged 36
		SP:Iteration 31Q (6734.050000 sec): 3 clusters
  Score: Raw -1060818.113047 + Penalty 4415.010255 = -1056403.102793
  nChanged 31
		SP:Iteration 32Q (6734.070000 sec): 3 clusters
  Score: Raw -1060826.610018 + Penalty 4415.010255 = -1056411.599763
  nChanged 25
		SP:Iteration 33Q (6734.100000 sec): 3 clusters
  Score: Raw -1060834.682970 + Penalty 4415.010255 = -1056419.672715
  nChanged 20
		SP:Iteration 34Q (6734.120000 sec): 3 clusters
  Score: Raw -1060842.037837 + Penalty 4415.010255 = -1056427.027583
  nChanged 25
		SP:Iteration 35Q (6734.150000 sec): 3 clusters
  Score: Raw -1060847.958006 + Penalty 4415.010255 = -1056432.947751
  nChanged 20
		SP:Iteration 36Q (6734.170000 sec): 3 clusters
  Score: Raw -1060853.157206 + Penalty 4415.010255 = -1056438.146951
  nChanged 14
		SP:Iteration 37Q (6734.200000 sec): 3 clusters
  Score: Raw -1060856.250444 + Penalty 4415.010255 = -1056441.240189
  nChanged 8
		SP:Iteration 38Q (6734.220000 sec): 3 clusters
  Score: Raw -1060858.007340 + Penalty 4415.010255 = -1056442.997086
  nChanged 3
		SP:Iteration 39Q (6734.250000 sec): 3 clusters
  Score: Raw -1060858.419563 + Penalty 4415.010255 = -1056443.409308
  nChanged 3
		SP:Iteration 40F (6734.270000 sec): 3 clusters
  Score: Raw -1060859.151133 + Penalty 4415.010255 = -1056444.140878
  nChanged 4
		SP:Iteration 41Q (6734.300000 sec): 3 clusters
  Score: Raw -1060860.106253 + Penalty 4415.010255 = -1056445.095998
  nChanged 3
		SP:Iteration 42Q (6734.330000 sec): 3 clusters
  Score: Raw -1060860.431113 + Penalty 4415.010255 = -1056445.420858
  nChanged 1
		SP:Iteration 43Q (6734.350000 sec): 3 clusters
  Score: Raw -1060860.562328 + Penalty 4415.010255 = -1056445.552073
  nChanged 1
		SP:Iteration 44Q (6734.370000 sec): 3 clusters
  Score: Raw -1060860.626349 + Penalty 4415.010255 = -1056445.616094
  nChanged 1
		SP:Iteration 45Q (6734.400000 sec): 3 clusters
  Score: Raw -1060860.686770 + Penalty 4415.010255 = -1056445.676515
  nChanged 1
		SP:Iteration 46Q (6734.420000 sec): 3 clusters
  Score: Raw -1060860.815944 + Penalty 4415.010255 = -1056445.805690
  nChanged 0
		SP:Iteration 47F (6734.450000 sec): 3 clusters
  Score: Raw -1060860.815944 + Penalty 4415.010255 = -1056445.805690
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6734.540000 sec): 2 clusters
  Score: Raw -4013511.325887 + Penalty 2532.029182 = -4010979.296705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6734.640000 sec): 3 clusters
  Score: Raw -3997253.397335 + Penalty 5064.058364 = -3992189.338971
  nChanged 12311
		SP:Iteration 1F (6734.740000 sec): 3 clusters
  Score: Raw -4003771.099468 + Penalty 5064.058364 = -3998707.041104
  nChanged 1250
		SP:Iteration 2Q (6734.850000 sec): 3 clusters
  Score: Raw -4004152.214045 + Penalty 5064.058364 = -3999088.155681
  nChanged 1075
		SP:Iteration 3Q (6734.950000 sec): 3 clusters
  Score: Raw -4004451.324243 + Penalty 5064.058364 = -3999387.265878
  nChanged 929
		SP:Iteration 4Q (6735.050000 sec): 3 clusters
  Score: Raw -4004693.504475 + Penalty 5064.058364 = -3999629.446111
  nChanged 812
		SP:Iteration 5Q (6735.150000 sec): 3 clusters
  Score: Raw -4004887.553128 + Penalty 5064.058364 = -3999823.494764
  nChanged 701
		SP:Iteration 6Q (6735.250000 sec): 3 clusters
  Score: Raw -4005065.149713 + Penalty 5064.058364 = -4000001.091349
  nChanged 681
		SP:Iteration 7Q (6735.350000 sec): 3 clusters
  Score: Raw -4005233.570830 + Penalty 5064.058364 = -4000169.512466
  nChanged 623
		SP:Iteration 8Q (6735.450000 sec): 3 clusters
  Score: Raw -4005399.834173 + Penalty 5064.058364 = -4000335.775809
  nChanged 627
		SP:Iteration 9Q (6735.560000 sec): 3 clusters
  Score: Raw -4005593.519000 + Penalty 5064.058364 = -4000529.460636
  nChanged 683
		SP:Iteration 10Q (6735.660000 sec): 3 clusters
  Score: Raw -4005853.039004 + Penalty 5064.058364 = -4000788.980639
  nChanged 831
		SP:Iteration 11Q (6735.760000 sec): 3 clusters
  Score: Raw -4006227.844146 + Penalty 5064.058364 = -4001163.785781
  nChanged 930
		SP:Iteration 12Q (6735.860000 sec): 3 clusters
  Score: Raw -4006718.627196 + Penalty 5064.058364 = -4001654.568832
  nChanged 1106
		SP:Iteration 13Q (6735.960000 sec): 3 clusters
  Score: Raw -4007406.822955 + Penalty 5064.058364 = -4002342.764590
  nChanged 1207
		SP:Iteration 14Q (6736.060000 sec): 3 clusters
  Score: Raw -4008235.279986 + Penalty 5064.058364 = -4003171.221622
  nChanged 1262
		SP:Iteration 15Q (6736.160000 sec): 3 clusters
  Score: Raw -4009186.673822 + Penalty 5064.058364 = -4004122.615458
  nChanged 1260
		SP:Iteration 16Q (6736.260000 sec): 3 clusters
  Score: Raw -4010176.182686 + Penalty 5064.058364 = -4005112.124322
  nChanged 1160
		SP:Iteration 17Q (6736.350000 sec): 3 clusters
  Score: Raw -4011035.386516 + Penalty 5064.058364 = -4005971.328152
  nChanged 952
		SP:Iteration 18Q (6736.440000 sec): 3 clusters
  Score: Raw -4011713.883775 + Penalty 5064.058364 = -4006649.825411
  nChanged 782
		SP:Iteration 19Q (6736.530000 sec): 3 clusters
  Score: Raw -4012260.889287 + Penalty 5064.058364 = -4007196.830923
  nChanged 617
		SP:Iteration 20F (6736.630000 sec): 3 clusters
  Score: Raw -4012689.941294 + Penalty 5064.058364 = -4007625.882929
  nChanged 476
		SP:Iteration 21Q (6736.710000 sec): 3 clusters
  Score: Raw -4013012.260500 + Penalty 5064.058364 = -4007948.202136
  nChanged 329
		SP:Iteration 22Q (6736.790000 sec): 3 clusters
  Score: Raw -4013229.637773 + Penalty 5064.058364 = -4008165.579409
  nChanged 249
		SP:Iteration 23Q (6736.870000 sec): 3 clusters
  Score: Raw -4013391.213885 + Penalty 5064.058364 = -4008327.155521
  nChanged 163
		SP:Iteration 24Q (6736.950000 sec): 3 clusters
  Score: Raw -4013499.780873 + Penalty 5064.058364 = -4008435.722509
  nChanged 116
		SP:Iteration 25Q (6737.020000 sec): 3 clusters
  Score: Raw -4013580.192415 + Penalty 5064.058364 = -4008516.134051
  nChanged 85
		SP:Iteration 26Q (6737.090000 sec): 3 clusters
  Score: Raw -4013633.859232 + Penalty 5064.058364 = -4008569.800867
  nChanged 51
		SP:Iteration 27Q (6737.170000 sec): 3 clusters
  Score: Raw -4013669.316675 + Penalty 5064.058364 = -4008605.258310
  nChanged 61
		SP:Iteration 28Q (6737.240000 sec): 3 clusters
  Score: Raw -4013718.141502 + Penalty 5064.058364 = -4008654.083138
  nChanged 41
		SP:Iteration 29Q (6737.310000 sec): 3 clusters
  Score: Raw -4013749.452844 + Penalty 5064.058364 = -4008685.394480
  nChanged 31
		SP:Iteration 30Q (6737.380000 sec): 3 clusters
  Score: Raw -4013772.661038 + Penalty 5064.058364 = -4008708.602674
  nChanged 34
		SP:Iteration 31Q (6737.450000 sec): 3 clusters
  Score: Raw -4013796.439405 + Penalty 5064.058364 = -4008732.381041
  nChanged 17
		SP:Iteration 32Q (6737.530000 sec): 3 clusters
  Score: Raw -4013809.064197 + Penalty 5064.058364 = -4008745.005833
  nChanged 11
		SP:Iteration 33Q (6737.590000 sec): 3 clusters
  Score: Raw -4013814.827890 + Penalty 5064.058364 = -4008750.769526
  nChanged 7
		SP:Iteration 34Q (6737.670000 sec): 3 clusters
  Score: Raw -4013819.526828 + Penalty 5064.058364 = -4008755.468464
  nChanged 10
		SP:Iteration 35Q (6737.740000 sec): 3 clusters
  Score: Raw -4013829.344710 + Penalty 5064.058364 = -4008765.286346
  nChanged 14
		SP:Iteration 36Q (6737.810000 sec): 3 clusters
  Score: Raw -4013840.754113 + Penalty 5064.058364 = -4008776.695749
  nChanged 8
		SP:Iteration 37Q (6737.880000 sec): 3 clusters
  Score: Raw -4013847.828905 + Penalty 5064.058364 = -4008783.770541
  nChanged 5
		SP:Iteration 38Q (6737.950000 sec): 3 clusters
  Score: Raw -4013850.701965 + Penalty 5064.058364 = -4008786.643601
  nChanged 5
		SP:Iteration 39Q (6738.020000 sec): 3 clusters
  Score: Raw -4013855.499946 + Penalty 5064.058364 = -4008791.441582
  nChanged 5
		SP:Iteration 40F (6738.110000 sec): 3 clusters
  Score: Raw -4013858.678203 + Penalty 5064.058364 = -4008794.619839
  nChanged 9
		SP:Iteration 41Q (6738.190000 sec): 3 clusters
  Score: Raw -4013864.596741 + Penalty 5064.058364 = -4008800.538376
  nChanged 6
		SP:Iteration 42Q (6738.260000 sec): 3 clusters
  Score: Raw -4013870.201449 + Penalty 5064.058364 = -4008806.143085
  nChanged 7
		SP:Iteration 43Q (6738.330000 sec): 3 clusters
  Score: Raw -4013876.001680 + Penalty 5064.058364 = -4008811.943316
  nChanged 6
		SP:Iteration 44Q (6738.400000 sec): 3 clusters
  Score: Raw -4013880.369217 + Penalty 5064.058364 = -4008816.310853
  nChanged 3
		SP:Iteration 45Q (6738.470000 sec): 3 clusters
  Score: Raw -4013883.151985 + Penalty 5064.058364 = -4008819.093621
  nChanged 5
		SP:Iteration 46Q (6738.540000 sec): 3 clusters
  Score: Raw -4013888.122267 + Penalty 5064.058364 = -4008824.063902
  nChanged 7
		SP:Iteration 47Q (6738.610000 sec): 3 clusters
  Score: Raw -4013893.434485 + Penalty 5064.058364 = -4008829.376121
  nChanged 8
		SP:Iteration 48Q (6738.680000 sec): 3 clusters
  Score: Raw -4013898.957004 + Penalty 5064.058364 = -4008834.898640
  nChanged 4
		SP:Iteration 49Q (6738.750000 sec): 3 clusters
  Score: Raw -4013901.916498 + Penalty 5064.058364 = -4008837.858133
  nChanged 4
		SP:Iteration 50Q (6738.820000 sec): 3 clusters
  Score: Raw -4013904.233402 + Penalty 5064.058364 = -4008840.175038
  nChanged 1
		SP:Iteration 51Q (6738.890000 sec): 3 clusters
  Score: Raw -4013904.645700 + Penalty 5064.058364 = -4008840.587336
  nChanged 0
		SP:Iteration 52F (6738.990000 sec): 3 clusters
  Score: Raw -4013904.645700 + Penalty 5064.058364 = -4008840.587336
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6739.060000 sec): 2 clusters
  Score: Raw -3334787.860779 + Penalty 2501.838032 = -3332286.022746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6739.150000 sec): 3 clusters
  Score: Raw -3320555.265943 + Penalty 5003.676065 = -3315551.589878
  nChanged 10692
		SP:Iteration 1F (6739.240000 sec): 3 clusters
  Score: Raw -3326361.402803 + Penalty 5003.676065 = -3321357.726739
  nChanged 1255
		SP:Iteration 2F (6739.330000 sec): 3 clusters
  Score: Raw -3326828.658046 + Penalty 5003.676065 = -3321824.981981
  nChanged 1119
		SP:Iteration 3Q (6739.420000 sec): 3 clusters
  Score: Raw -3327216.713232 + Penalty 5003.676065 = -3322213.037168
  nChanged 1011
		SP:Iteration 4Q (6739.500000 sec): 3 clusters
  Score: Raw -3327568.832484 + Penalty 5003.676065 = -3322565.156419
  nChanged 926
		SP:Iteration 5Q (6739.600000 sec): 3 clusters
  Score: Raw -3327902.679805 + Penalty 5003.676065 = -3322899.003741
  nChanged 912
		SP:Iteration 6Q (6739.680000 sec): 3 clusters
  Score: Raw -3328234.622215 + Penalty 5003.676065 = -3323230.946151
  nChanged 897
		SP:Iteration 7Q (6739.770000 sec): 3 clusters
  Score: Raw -3328567.129570 + Penalty 5003.676065 = -3323563.453506
  nChanged 891
		SP:Iteration 8Q (6739.860000 sec): 3 clusters
  Score: Raw -3328922.665157 + Penalty 5003.676065 = -3323918.989092
  nChanged 912
		SP:Iteration 9Q (6739.950000 sec): 3 clusters
  Score: Raw -3329334.003587 + Penalty 5003.676065 = -3324330.327522
  nChanged 948
		SP:Iteration 10Q (6740.040000 sec): 3 clusters
  Score: Raw -3329786.233200 + Penalty 5003.676065 = -3324782.557136
  nChanged 962
		SP:Iteration 11Q (6740.130000 sec): 3 clusters
  Score: Raw -3330250.905532 + Penalty 5003.676065 = -3325247.229467
  nChanged 916
		SP:Iteration 12Q (6740.220000 sec): 3 clusters
  Score: Raw -3330730.975100 + Penalty 5003.676065 = -3325727.299036
  nChanged 907
		SP:Iteration 13Q (6740.300000 sec): 3 clusters
  Score: Raw -3331189.359672 + Penalty 5003.676065 = -3326185.683607
  nChanged 796
		SP:Iteration 14Q (6740.390000 sec): 3 clusters
  Score: Raw -3331563.897505 + Penalty 5003.676065 = -3326560.221441
  nChanged 715
		SP:Iteration 15Q (6740.480000 sec): 3 clusters
  Score: Raw -3331865.504108 + Penalty 5003.676065 = -3326861.828043
  nChanged 578
		SP:Iteration 16Q (6740.560000 sec): 3 clusters
  Score: Raw -3332073.054576 + Penalty 5003.676065 = -3327069.378512
  nChanged 464
		SP:Iteration 17Q (6740.650000 sec): 3 clusters
  Score: Raw -3332204.950255 + Penalty 5003.676065 = -3327201.274190
  nChanged 343
		SP:Iteration 18Q (6740.740000 sec): 3 clusters
  Score: Raw -3332296.147490 + Penalty 5003.676065 = -3327292.471425
  nChanged 262
		SP:Iteration 19Q (6740.820000 sec): 3 clusters
  Score: Raw -3332362.356236 + Penalty 5003.676065 = -3327358.680171
  nChanged 235
		SP:Iteration 20F (6740.910000 sec): 3 clusters
  Score: Raw -3332416.850713 + Penalty 5003.676065 = -3327413.174648
  nChanged 203
		SP:Iteration 21Q (6741.000000 sec): 3 clusters
  Score: Raw -3332456.866154 + Penalty 5003.676065 = -3327453.190090
  nChanged 171
		SP:Iteration 22Q (6741.080000 sec): 3 clusters
  Score: Raw -3332487.613296 + Penalty 5003.676065 = -3327483.937232
  nChanged 143
		SP:Iteration 23Q (6741.170000 sec): 3 clusters
  Score: Raw -3332511.061466 + Penalty 5003.676065 = -3327507.385402
  nChanged 132
		SP:Iteration 24Q (6741.250000 sec): 3 clusters
  Score: Raw -3332529.791616 + Penalty 5003.676065 = -3327526.115551
  nChanged 123
		SP:Iteration 25Q (6741.340000 sec): 3 clusters
  Score: Raw -3332550.213614 + Penalty 5003.676065 = -3327546.537549
  nChanged 137
		SP:Iteration 26Q (6741.420000 sec): 3 clusters
  Score: Raw -3332571.546788 + Penalty 5003.676065 = -3327567.870723
  nChanged 124
		SP:Iteration 27Q (6741.500000 sec): 3 clusters
  Score: Raw -3332589.471796 + Penalty 5003.676065 = -3327585.795731
  nChanged 117
		SP:Iteration 28Q (6741.590000 sec): 3 clusters
  Score: Raw -3332611.079779 + Penalty 5003.676065 = -3327607.403715
  nChanged 138
		SP:Iteration 29Q (6741.680000 sec): 3 clusters
  Score: Raw -3332636.790838 + Penalty 5003.676065 = -3327633.114773
  nChanged 143
		SP:Iteration 30Q (6741.760000 sec): 3 clusters
  Score: Raw -3332667.435131 + Penalty 5003.676065 = -3327663.759066
  nChanged 154
		SP:Iteration 31Q (6741.840000 sec): 3 clusters
  Score: Raw -3332704.256612 + Penalty 5003.676065 = -3327700.580548
  nChanged 150
		SP:Iteration 32Q (6741.930000 sec): 3 clusters
  Score: Raw -3332736.753209 + Penalty 5003.676065 = -3327733.077145
  nChanged 162
		SP:Iteration 33Q (6742.010000 sec): 3 clusters
  Score: Raw -3332769.737243 + Penalty 5003.676065 = -3327766.061179
  nChanged 156
		SP:Iteration 34Q (6742.090000 sec): 3 clusters
  Score: Raw -3332800.010662 + Penalty 5003.676065 = -3327796.334597
  nChanged 161
		SP:Iteration 35Q (6742.180000 sec): 3 clusters
  Score: Raw -3332832.241648 + Penalty 5003.676065 = -3327828.565583
  nChanged 160
		SP:Iteration 36Q (6742.260000 sec): 3 clusters
  Score: Raw -3332861.714746 + Penalty 5003.676065 = -3327858.038681
  nChanged 143
		SP:Iteration 37Q (6742.340000 sec): 3 clusters
  Score: Raw -3332888.579453 + Penalty 5003.676065 = -3327884.903388
  nChanged 131
		SP:Iteration 38Q (6742.430000 sec): 3 clusters
  Score: Raw -3332914.029049 + Penalty 5003.676065 = -3327910.352984
  nChanged 136
		SP:Iteration 39Q (6742.510000 sec): 3 clusters
  Score: Raw -3332940.668609 + Penalty 5003.676065 = -3327936.992545
  nChanged 129
		SP:Iteration 40F (6742.600000 sec): 3 clusters
  Score: Raw -3332966.128018 + Penalty 5003.676065 = -3327962.451953
  nChanged 145
		SP:Iteration 41Q (6742.680000 sec): 3 clusters
  Score: Raw -3332998.712147 + Penalty 5003.676065 = -3327995.036082
  nChanged 149
		SP:Iteration 42Q (6742.770000 sec): 3 clusters
  Score: Raw -3333036.049462 + Penalty 5003.676065 = -3328032.373397
  nChanged 155
		SP:Iteration 43Q (6742.850000 sec): 3 clusters
  Score: Raw -3333068.564574 + Penalty 5003.676065 = -3328064.888509
  nChanged 154
		SP:Iteration 44Q (6742.930000 sec): 3 clusters
  Score: Raw -3333099.190369 + Penalty 5003.676065 = -3328095.514304
  nChanged 136
		SP:Iteration 45Q (6743.020000 sec): 3 clusters
  Score: Raw -3333124.021653 + Penalty 5003.676065 = -3328120.345589
  nChanged 133
		SP:Iteration 46Q (6743.100000 sec): 3 clusters
  Score: Raw -3333143.822078 + Penalty 5003.676065 = -3328140.146014
  nChanged 111
		SP:Iteration 47Q (6743.180000 sec): 3 clusters
  Score: Raw -3333161.199217 + Penalty 5003.676065 = -3328157.523152
  nChanged 115
		SP:Iteration 48Q (6743.260000 sec): 3 clusters
  Score: Raw -3333181.256718 + Penalty 5003.676065 = -3328177.580653
  nChanged 123
		SP:Iteration 49Q (6743.340000 sec): 3 clusters
  Score: Raw -3333202.251342 + Penalty 5003.676065 = -3328198.575278
  nChanged 121
		SP:Iteration 50Q (6743.420000 sec): 3 clusters
  Score: Raw -3333226.078959 + Penalty 5003.676065 = -3328222.402895
  nChanged 115
		SP:Iteration 51Q (6743.510000 sec): 3 clusters
  Score: Raw -3333245.827048 + Penalty 5003.676065 = -3328242.150983
  nChanged 101
		SP:Iteration 52Q (6743.590000 sec): 3 clusters
  Score: Raw -3333263.952163 + Penalty 5003.676065 = -3328260.276098
  nChanged 106
		SP:Iteration 53Q (6743.670000 sec): 3 clusters
  Score: Raw -3333283.853170 + Penalty 5003.676065 = -3328280.177105
  nChanged 114
		SP:Iteration 54Q (6743.750000 sec): 3 clusters
  Score: Raw -3333302.620614 + Penalty 5003.676065 = -3328298.944550
  nChanged 109
		SP:Iteration 55Q (6743.830000 sec): 3 clusters
  Score: Raw -3333321.921293 + Penalty 5003.676065 = -3328318.245228
  nChanged 124
		SP:Iteration 56Q (6743.910000 sec): 3 clusters
  Score: Raw -3333341.544120 + Penalty 5003.676065 = -3328337.868055
  nChanged 99
		SP:Iteration 57Q (6743.990000 sec): 3 clusters
  Score: Raw -3333360.166494 + Penalty 5003.676065 = -3328356.490430
  nChanged 95
		SP:Iteration 58Q (6744.070000 sec): 3 clusters
  Score: Raw -3333378.370077 + Penalty 5003.676065 = -3328374.694012
  nChanged 103
		SP:Iteration 59Q (6744.150000 sec): 3 clusters
  Score: Raw -3333399.056891 + Penalty 5003.676065 = -3328395.380826
  nChanged 110
		SP:Iteration 60F (6744.240000 sec): 3 clusters
  Score: Raw -3333416.964090 + Penalty 5003.676065 = -3328413.288025
  nChanged 94
		SP:Iteration 61Q (6744.320000 sec): 3 clusters
  Score: Raw -3333430.607962 + Penalty 5003.676065 = -3328426.931898
  nChanged 81
		SP:Iteration 62Q (6744.400000 sec): 3 clusters
  Score: Raw -3333446.637254 + Penalty 5003.676065 = -3328442.961190
  nChanged 96
		SP:Iteration 63Q (6744.480000 sec): 3 clusters
  Score: Raw -3333466.399231 + Penalty 5003.676065 = -3328462.723167
  nChanged 106
		SP:Iteration 64Q (6744.560000 sec): 3 clusters
  Score: Raw -3333488.931793 + Penalty 5003.676065 = -3328485.255728
  nChanged 120
		SP:Iteration 65Q (6744.640000 sec): 3 clusters
  Score: Raw -3333514.531953 + Penalty 5003.676065 = -3328510.855889
  nChanged 114
		SP:Iteration 66Q (6744.720000 sec): 3 clusters
  Score: Raw -3333537.527894 + Penalty 5003.676065 = -3328533.851829
  nChanged 126
		SP:Iteration 67Q (6744.800000 sec): 3 clusters
  Score: Raw -3333561.110779 + Penalty 5003.676065 = -3328557.434715
  nChanged 119
		SP:Iteration 68Q (6744.880000 sec): 3 clusters
  Score: Raw -3333585.044361 + Penalty 5003.676065 = -3328581.368296
  nChanged 137
		SP:Iteration 69Q (6744.960000 sec): 3 clusters
  Score: Raw -3333612.808110 + Penalty 5003.676065 = -3328609.132045
  nChanged 128
		SP:Iteration 70Q (6745.040000 sec): 3 clusters
  Score: Raw -3333638.254480 + Penalty 5003.676065 = -3328634.578415
  nChanged 128
		SP:Iteration 71Q (6745.110000 sec): 3 clusters
  Score: Raw -3333666.015037 + Penalty 5003.676065 = -3328662.338972
  nChanged 126
		SP:Iteration 72Q (6745.190000 sec): 3 clusters
  Score: Raw -3333693.952870 + Penalty 5003.676065 = -3328690.276805
  nChanged 119
		SP:Iteration 73Q (6745.270000 sec): 3 clusters
  Score: Raw -3333719.701328 + Penalty 5003.676065 = -3328716.025264
  nChanged 128
		SP:Iteration 74Q (6745.350000 sec): 3 clusters
  Score: Raw -3333747.090256 + Penalty 5003.676065 = -3328743.414191
  nChanged 116
		SP:Iteration 75Q (6745.430000 sec): 3 clusters
  Score: Raw -3333770.736105 + Penalty 5003.676065 = -3328767.060040
  nChanged 119
		SP:Iteration 76Q (6745.500000 sec): 3 clusters
  Score: Raw -3333794.795433 + Penalty 5003.676065 = -3328791.119368
  nChanged 119
		SP:Iteration 77Q (6745.580000 sec): 3 clusters
  Score: Raw -3333818.957067 + Penalty 5003.676065 = -3328815.281002
  nChanged 117
		SP:Iteration 78Q (6745.660000 sec): 3 clusters
  Score: Raw -3333841.001102 + Penalty 5003.676065 = -3328837.325038
  nChanged 99
		SP:Iteration 79Q (6745.740000 sec): 3 clusters
  Score: Raw -3333859.155939 + Penalty 5003.676065 = -3328855.479875
  nChanged 96
		SP:Iteration 80F (6745.820000 sec): 3 clusters
  Score: Raw -3333877.829891 + Penalty 5003.676065 = -3328874.153826
  nChanged 111
		SP:Iteration 81Q (6745.900000 sec): 3 clusters
  Score: Raw -3333902.006032 + Penalty 5003.676065 = -3328898.329967
  nChanged 105
		SP:Iteration 82Q (6745.980000 sec): 3 clusters
  Score: Raw -3333922.526426 + Penalty 5003.676065 = -3328918.850361
  nChanged 93
		SP:Iteration 83Q (6746.060000 sec): 3 clusters
  Score: Raw -3333940.749912 + Penalty 5003.676065 = -3328937.073848
  nChanged 95
		SP:Iteration 84Q (6746.130000 sec): 3 clusters
  Score: Raw -3333960.162468 + Penalty 5003.676065 = -3328956.486403
  nChanged 101
		SP:Iteration 85Q (6746.200000 sec): 3 clusters
  Score: Raw -3333979.615518 + Penalty 5003.676065 = -3328975.939453
  nChanged 106
		SP:Iteration 86Q (6746.280000 sec): 3 clusters
  Score: Raw -3334000.227150 + Penalty 5003.676065 = -3328996.551086
  nChanged 102
		SP:Iteration 87Q (6746.360000 sec): 3 clusters
  Score: Raw -3334021.627284 + Penalty 5003.676065 = -3329017.951219
  nChanged 111
		SP:Iteration 88Q (6746.430000 sec): 3 clusters
  Score: Raw -3334047.267877 + Penalty 5003.676065 = -3329043.591812
  nChanged 107
		SP:Iteration 89Q (6746.510000 sec): 3 clusters
  Score: Raw -3334073.187346 + Penalty 5003.676065 = -3329069.511282
  nChanged 116
		SP:Iteration 90Q (6746.580000 sec): 3 clusters
  Score: Raw -3334101.974190 + Penalty 5003.676065 = -3329098.298125
  nChanged 132
		SP:Iteration 91Q (6746.660000 sec): 3 clusters
  Score: Raw -3334138.579536 + Penalty 5003.676065 = -3329134.903471
  nChanged 137
		SP:Iteration 92Q (6746.730000 sec): 3 clusters
  Score: Raw -3334172.684848 + Penalty 5003.676065 = -3329169.008783
  nChanged 129
		SP:Iteration 93Q (6746.800000 sec): 3 clusters
  Score: Raw -3334207.986829 + Penalty 5003.676065 = -3329204.310765
  nChanged 126
		SP:Iteration 94Q (6746.880000 sec): 3 clusters
  Score: Raw -3334242.609207 + Penalty 5003.676065 = -3329238.933142
  nChanged 123
		SP:Iteration 95Q (6746.950000 sec): 3 clusters
  Score: Raw -3334277.058629 + Penalty 5003.676065 = -3329273.382565
  nChanged 134
		SP:Iteration 96Q (6747.020000 sec): 3 clusters
  Score: Raw -3334317.855461 + Penalty 5003.676065 = -3329314.179396
  nChanged 119
		SP:Iteration 97Q (6747.100000 sec): 3 clusters
  Score: Raw -3334350.196220 + Penalty 5003.676065 = -3329346.520155
  nChanged 87
		SP:Iteration 98Q (6747.170000 sec): 3 clusters
  Score: Raw -3334374.006774 + Penalty 5003.676065 = -3329370.330710
  nChanged 83
		SP:Iteration 99Q (6747.240000 sec): 3 clusters
  Score: Raw -3334398.426389 + Penalty 5003.676065 = -3329394.750325
  nChanged 78
		SP:Iteration 100F (6747.330000 sec): 3 clusters
  Score: Raw -3334422.150843 + Penalty 5003.676065 = -3329418.474778
  nChanged 78
		SP:Iteration 101Q (6747.400000 sec): 3 clusters
  Score: Raw -3334443.085944 + Penalty 5003.676065 = -3329439.409879
  nChanged 91
		SP:Iteration 102Q (6747.470000 sec): 3 clusters
  Score: Raw -3334467.049609 + Penalty 5003.676065 = -3329463.373544
  nChanged 85
		SP:Iteration 103Q (6747.540000 sec): 3 clusters
  Score: Raw -3334496.363186 + Penalty 5003.676065 = -3329492.687121
  nChanged 112
		SP:Iteration 104Q (6747.610000 sec): 3 clusters
  Score: Raw -3334538.033959 + Penalty 5003.676065 = -3329534.357895
  nChanged 113
		SP:Iteration 105Q (6747.680000 sec): 3 clusters
  Score: Raw -3334581.477329 + Penalty 5003.676065 = -3329577.801264
  nChanged 110
		SP:Iteration 106Q (6747.750000 sec): 3 clusters
  Score: Raw -3334627.882545 + Penalty 5003.676065 = -3329624.206480
  nChanged 104
		SP:Iteration 107Q (6747.820000 sec): 3 clusters
  Score: Raw -3334667.083084 + Penalty 5003.676065 = -3329663.407020
  nChanged 90
		SP:Iteration 108Q (6747.890000 sec): 3 clusters
  Score: Raw -3334700.163505 + Penalty 5003.676065 = -3329696.487440
  nChanged 88
		SP:Iteration 109Q (6747.960000 sec): 3 clusters
  Score: Raw -3334736.268296 + Penalty 5003.676065 = -3329732.592231
  nChanged 80
		SP:Iteration 110Q (6748.020000 sec): 3 clusters
  Score: Raw -3334765.515094 + Penalty 5003.676065 = -3329761.839030
  nChanged 73
		SP:Iteration 111Q (6748.090000 sec): 3 clusters
  Score: Raw -3334791.751361 + Penalty 5003.676065 = -3329788.075296
  nChanged 63
		SP:Iteration 112Q (6748.160000 sec): 3 clusters
  Score: Raw -3334813.813370 + Penalty 5003.676065 = -3329810.137306
  nChanged 58
		SP:Iteration 113Q (6748.230000 sec): 3 clusters
  Score: Raw -3334838.392528 + Penalty 5003.676065 = -3329834.716464
  nChanged 60
		SP:Iteration 114Q (6748.300000 sec): 3 clusters
  Score: Raw -3334857.493285 + Penalty 5003.676065 = -3329853.817221
  nChanged 57
		SP:Iteration 115Q (6748.370000 sec): 3 clusters
  Score: Raw -3334878.308266 + Penalty 5003.676065 = -3329874.632202
  nChanged 53
		SP:Iteration 116Q (6748.430000 sec): 3 clusters
  Score: Raw -3334895.586925 + Penalty 5003.676065 = -3329891.910860
  nChanged 39
		SP:Iteration 117Q (6748.500000 sec): 3 clusters
  Score: Raw -3334908.445346 + Penalty 5003.676065 = -3329904.769281
  nChanged 39
		SP:Iteration 118Q (6748.570000 sec): 3 clusters
  Score: Raw -3334922.841865 + Penalty 5003.676065 = -3329919.165801
  nChanged 44
		SP:Iteration 119Q (6748.640000 sec): 3 clusters
  Score: Raw -3334942.218956 + Penalty 5003.676065 = -3329938.542891
  nChanged 46
		SP:Iteration 120F (6748.720000 sec): 3 clusters
  Score: Raw -3334967.177555 + Penalty 5003.676065 = -3329963.501490
  nChanged 54
		SP:Iteration 121Q (6748.790000 sec): 3 clusters
  Score: Raw -3334997.793179 + Penalty 5003.676065 = -3329994.117115
  nChanged 55
		SP:Iteration 122Q (6748.860000 sec): 3 clusters
  Score: Raw -3335030.118680 + Penalty 5003.676065 = -3330026.442616
  nChanged 64
		SP:Iteration 123Q (6748.920000 sec): 3 clusters
  Score: Raw -3335067.795539 + Penalty 5003.676065 = -3330064.119474
  nChanged 67
		SP:Iteration 124Q (6748.990000 sec): 3 clusters
  Score: Raw -3335110.461043 + Penalty 5003.676065 = -3330106.784978
  nChanged 53
		SP:Iteration 125Q (6749.050000 sec): 3 clusters
  Score: Raw -3335140.237671 + Penalty 5003.676065 = -3330136.561607
  nChanged 48
		SP:Iteration 126Q (6749.120000 sec): 3 clusters
  Score: Raw -3335163.045617 + Penalty 5003.676065 = -3330159.369552
  nChanged 42
		SP:Iteration 127Q (6749.180000 sec): 3 clusters
  Score: Raw -3335184.604099 + Penalty 5003.676065 = -3330180.928035
  nChanged 32
		SP:Iteration 128Q (6749.250000 sec): 3 clusters
  Score: Raw -3335197.273817 + Penalty 5003.676065 = -3330193.597753
  nChanged 20
		SP:Iteration 129Q (6749.310000 sec): 3 clusters
  Score: Raw -3335205.378762 + Penalty 5003.676065 = -3330201.702697
  nChanged 22
		SP:Iteration 130Q (6749.380000 sec): 3 clusters
  Score: Raw -3335215.400410 + Penalty 5003.676065 = -3330211.724346
  nChanged 20
		SP:Iteration 131Q (6749.440000 sec): 3 clusters
  Score: Raw -3335224.341588 + Penalty 5003.676065 = -3330220.665523
  nChanged 18
		SP:Iteration 132Q (6749.500000 sec): 3 clusters
  Score: Raw -3335231.075416 + Penalty 5003.676065 = -3330227.399352
  nChanged 14
		SP:Iteration 133Q (6749.570000 sec): 3 clusters
  Score: Raw -3335237.413484 + Penalty 5003.676065 = -3330233.737420
  nChanged 18
		SP:Iteration 134Q (6749.630000 sec): 3 clusters
  Score: Raw -3335244.334036 + Penalty 5003.676065 = -3330240.657971
  nChanged 14
		SP:Iteration 135Q (6749.700000 sec): 3 clusters
  Score: Raw -3335251.367941 + Penalty 5003.676065 = -3330247.691876
  nChanged 20
		SP:Iteration 136Q (6749.760000 sec): 3 clusters
  Score: Raw -3335259.240791 + Penalty 5003.676065 = -3330255.564726
  nChanged 19
		SP:Iteration 137Q (6749.830000 sec): 3 clusters
  Score: Raw -3335267.898193 + Penalty 5003.676065 = -3330264.222129
  nChanged 16
		SP:Iteration 138Q (6749.890000 sec): 3 clusters
  Score: Raw -3335274.169397 + Penalty 5003.676065 = -3330270.493332
  nChanged 8
		SP:Iteration 139Q (6749.950000 sec): 3 clusters
  Score: Raw -3335278.036594 + Penalty 5003.676065 = -3330274.360529
  nChanged 8
		SP:Iteration 140F (6750.040000 sec): 3 clusters
  Score: Raw -3335281.652566 + Penalty 5003.676065 = -3330277.976501
  nChanged 7
		SP:Iteration 141Q (6750.100000 sec): 3 clusters
  Score: Raw -3335284.731863 + Penalty 5003.676065 = -3330281.055798
  nChanged 2
		SP:Iteration 142Q (6750.170000 sec): 3 clusters
  Score: Raw -3335285.018506 + Penalty 5003.676065 = -3330281.342441
  nChanged 2
		SP:Iteration 143Q (6750.230000 sec): 3 clusters
  Score: Raw -3335285.558995 + Penalty 5003.676065 = -3330281.882930
  nChanged 1
		SP:Iteration 144Q (6750.300000 sec): 3 clusters
  Score: Raw -3335286.204899 + Penalty 5003.676065 = -3330282.528834
  nChanged 3
		SP:Iteration 145Q (6750.360000 sec): 3 clusters
  Score: Raw -3335286.727771 + Penalty 5003.676065 = -3330283.051707
  nChanged 0
		SP:Iteration 146F (6750.450000 sec): 3 clusters
  Score: Raw -3335286.727771 + Penalty 5003.676065 = -3330283.051707
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6750.470000 sec): 2 clusters
  Score: Raw -493895.315700 + Penalty 2018.942818 = -491876.372882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6750.480000 sec): 3 clusters
  Score: Raw -492353.984760 + Penalty 4037.885636 = -488316.099124
  nChanged 1251
		SP:Iteration 1F (6750.490000 sec): 3 clusters
  Score: Raw -493138.047391 + Penalty 4037.885636 = -489100.161754
  nChanged 268
		SP:Iteration 2F (6750.510000 sec): 3 clusters
  Score: Raw -493339.702077 + Penalty 4037.885636 = -489301.816441
  nChanged 189
		SP:Iteration 3F (6750.520000 sec): 3 clusters
  Score: Raw -493451.552511 + Penalty 4037.885636 = -489413.666875
  nChanged 122
		SP:Iteration 4Q (6750.530000 sec): 3 clusters
  Score: Raw -493555.621988 + Penalty 4037.885636 = -489517.736352
  nChanged 127
		SP:Iteration 5Q (6750.540000 sec): 3 clusters
  Score: Raw -493671.903992 + Penalty 4037.885636 = -489634.018355
  nChanged 142
		SP:Iteration 6Q (6750.560000 sec): 3 clusters
  Score: Raw -493832.125465 + Penalty 4037.885636 = -489794.239828
  nChanged 170
		SP:Iteration 7Q (6750.570000 sec): 3 clusters
  Score: Raw -494022.216092 + Penalty 4037.885636 = -489984.330455
  nChanged 172
		SP:Iteration 8F (6750.580000 sec): 3 clusters
  Score: Raw -494241.454355 + Penalty 4037.885636 = -490203.568718
  nChanged 192
		SP:Iteration 9F (6750.590000 sec): 3 clusters
  Score: Raw -494489.937831 + Penalty 4037.885636 = -490452.052194
  nChanged 162
		SP:Iteration 10Q (6750.600000 sec): 3 clusters
  Score: Raw -494708.385998 + Penalty 4037.885636 = -490670.500362
  nChanged 127
		SP:Iteration 11Q (6750.620000 sec): 3 clusters
  Score: Raw -494880.924567 + Penalty 4037.885636 = -490843.038931
  nChanged 116
		SP:Iteration 12Q (6750.630000 sec): 3 clusters
  Score: Raw -495059.200719 + Penalty 4037.885636 = -491021.315082
  nChanged 102
		SP:Iteration 13Q (6750.640000 sec): 3 clusters
  Score: Raw -495204.355724 + Penalty 4037.885636 = -491166.470088
  nChanged 104
		SP:Iteration 14Q (6750.650000 sec): 3 clusters
  Score: Raw -495336.212848 + Penalty 4037.885636 = -491298.327212
  nChanged 77
		SP:Iteration 15Q (6750.660000 sec): 3 clusters
  Score: Raw -495431.344694 + Penalty 4037.885636 = -491393.459057
  nChanged 69
		SP:Iteration 16Q (6750.670000 sec): 3 clusters
  Score: Raw -495505.792416 + Penalty 4037.885636 = -491467.906780
  nChanged 58
		SP:Iteration 17Q (6750.680000 sec): 3 clusters
  Score: Raw -495554.532135 + Penalty 4037.885636 = -491516.646498
  nChanged 35
		SP:Iteration 18Q (6750.690000 sec): 3 clusters
  Score: Raw -495583.579772 + Penalty 4037.885636 = -491545.694135
  nChanged 27
		SP:Iteration 19Q (6750.700000 sec): 3 clusters
  Score: Raw -495598.010291 + Penalty 4037.885636 = -491560.124655
  nChanged 14
		SP:Iteration 20F (6750.720000 sec): 3 clusters
  Score: Raw -495605.221622 + Penalty 4037.885636 = -491567.335986
  nChanged 10
		SP:Iteration 21Q (6750.720000 sec): 3 clusters
  Score: Raw -495610.869201 + Penalty 4037.885636 = -491572.983564
  nChanged 9
		SP:Iteration 22Q (6750.740000 sec): 3 clusters
  Score: Raw -495614.919690 + Penalty 4037.885636 = -491577.034054
  nChanged 6
		SP:Iteration 23Q (6750.740000 sec): 3 clusters
  Score: Raw -495617.479268 + Penalty 4037.885636 = -491579.593631
  nChanged 5
		SP:Iteration 24Q (6750.760000 sec): 3 clusters
  Score: Raw -495619.741581 + Penalty 4037.885636 = -491581.855945
  nChanged 4
		SP:Iteration 25Q (6750.760000 sec): 3 clusters
  Score: Raw -495621.180683 + Penalty 4037.885636 = -491583.295047
  nChanged 4
		SP:Iteration 26Q (6750.780000 sec): 3 clusters
  Score: Raw -495622.935156 + Penalty 4037.885636 = -491585.049519
  nChanged 3
		SP:Iteration 27Q (6750.780000 sec): 3 clusters
  Score: Raw -495623.923659 + Penalty 4037.885636 = -491586.038023
  nChanged 2
		SP:Iteration 28Q (6750.800000 sec): 3 clusters
  Score: Raw -495624.574853 + Penalty 4037.885636 = -491586.689217
  nChanged 2
		SP:Iteration 29Q (6750.800000 sec): 3 clusters
  Score: Raw -495625.011715 + Penalty 4037.885636 = -491587.126078
  nChanged 0
		SP:Iteration 30F (6750.820000 sec): 3 clusters
  Score: Raw -495625.011715 + Penalty 4037.885636 = -491587.126078
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6750.820000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6750.830000 sec): 3 clusters
  Score: Raw -126906.902978 + Penalty 3350.283633 = -123556.619345
  nChanged 181
		SP:Iteration 1F (6750.830000 sec): 3 clusters
  Score: Raw -127104.355350 + Penalty 3350.283633 = -123754.071716
  nChanged 51
		SP:Iteration 2F (6750.830000 sec): 3 clusters
  Score: Raw -127175.733329 + Penalty 3350.283633 = -123825.449695
  nChanged 18
		SP:Iteration 3Q (6750.840000 sec): 3 clusters
  Score: Raw -127202.015882 + Penalty 3350.283633 = -123851.732248
  nChanged 16
		SP:Iteration 4Q (6750.840000 sec): 3 clusters
  Score: Raw -127226.089994 + Penalty 3350.283633 = -123875.806361
  nChanged 9
		SP:Iteration 5Q (6750.840000 sec): 3 clusters
  Score: Raw -127238.192641 + Penalty 3350.283633 = -123887.909008
  nChanged 7
		SP:Iteration 6Q (6750.840000 sec): 3 clusters
  Score: Raw -127248.960017 + Penalty 3350.283633 = -123898.676383
  nChanged 7
		SP:Iteration 7Q (6750.850000 sec): 3 clusters
  Score: Raw -127257.877323 + Penalty 3350.283633 = -123907.593690
  nChanged 5
		SP:Iteration 8Q (6750.850000 sec): 3 clusters
  Score: Raw -127265.543110 + Penalty 3350.283633 = -123915.259477
  nChanged 7
		SP:Iteration 9Q (6750.860000 sec): 3 clusters
  Score: Raw -127277.161225 + Penalty 3350.283633 = -123926.877591
  nChanged 1
		SP:Iteration 10Q (6750.860000 sec): 3 clusters
  Score: Raw -127279.606141 + Penalty 3350.283633 = -123929.322508
  nChanged 1
		SP:Iteration 11Q (6750.860000 sec): 3 clusters
  Score: Raw -127280.488632 + Penalty 3350.283633 = -123930.204999
  nChanged 0
		SP:Iteration 12F (6750.860000 sec): 3 clusters
  Score: Raw -127280.488632 + Penalty 3350.283633 = -123930.204999
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6750.870000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6750.870000 sec): 3 clusters
  Score: Raw -33692.346992 + Penalty 2756.186719 = -30936.160274
  nChanged 31
		SP:Iteration 1F (6750.870000 sec): 3 clusters
  Score: Raw -33851.144415 + Penalty 2756.186719 = -31094.957697
  nChanged 8
		SP:Iteration 2Q (6750.870000 sec): 3 clusters
  Score: Raw -33959.360274 + Penalty 2756.186719 = -31203.173556
  nChanged 5
		SP:Iteration 3Q (6750.870000 sec): 3 clusters
  Score: Raw -33980.935169 + Penalty 2756.186719 = -31224.748450
  nChanged 2
		SP:Iteration 4Q (6750.870000 sec): 3 clusters
  Score: Raw -33987.760708 + Penalty 2756.186719 = -31231.573990
  nChanged 3
		SP:Iteration 5Q (6750.870000 sec): 3 clusters
  Score: Raw -33997.277113 + Penalty 2756.186719 = -31241.090395
  nChanged 0
		SP:Iteration 6F (6750.880000 sec): 3 clusters
  Score: Raw -33997.277113 + Penalty 2756.186719 = -31241.090395
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6750.920000 sec): 2 clusters
  Score: Raw -2053881.213625 + Penalty 2363.321236 = -2051517.892389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6750.970000 sec): 3 clusters
  Score: Raw -2046162.203402 + Penalty 4726.642471 = -2041435.560931
  nChanged 5862
		SP:Iteration 1F (6751.020000 sec): 3 clusters
  Score: Raw -2049150.730373 + Penalty 4726.642471 = -2044424.087901
  nChanged 828
		SP:Iteration 2F (6751.070000 sec): 3 clusters
  Score: Raw -2049498.059204 + Penalty 4726.642471 = -2044771.416733
  nChanged 660
		SP:Iteration 3Q (6751.120000 sec): 3 clusters
  Score: Raw -2049748.978940 + Penalty 4726.642471 = -2045022.336469
  nChanged 581
		SP:Iteration 4Q (6751.170000 sec): 3 clusters
  Score: Raw -2049946.162085 + Penalty 4726.642471 = -2045219.519614
  nChanged 491
		SP:Iteration 5Q (6751.220000 sec): 3 clusters
  Score: Raw -2050100.607724 + Penalty 4726.642471 = -2045373.965253
  nChanged 414
		SP:Iteration 6Q (6751.270000 sec): 3 clusters
  Score: Raw -2050233.027785 + Penalty 4726.642471 = -2045506.385314
  nChanged 370
		SP:Iteration 7Q (6751.320000 sec): 3 clusters
  Score: Raw -2050350.551988 + Penalty 4726.642471 = -2045623.909516
  nChanged 347
		SP:Iteration 8Q (6751.370000 sec): 3 clusters
  Score: Raw -2050458.078110 + Penalty 4726.642471 = -2045731.435639
  nChanged 338
		SP:Iteration 9Q (6751.420000 sec): 3 clusters
  Score: Raw -2050562.305084 + Penalty 4726.642471 = -2045835.662613
  nChanged 329
		SP:Iteration 10Q (6751.470000 sec): 3 clusters
  Score: Raw -2050661.913634 + Penalty 4726.642471 = -2045935.271163
  nChanged 318
		SP:Iteration 11Q (6751.520000 sec): 3 clusters
  Score: Raw -2050762.639452 + Penalty 4726.642471 = -2046035.996981
  nChanged 307
		SP:Iteration 12Q (6751.570000 sec): 3 clusters
  Score: Raw -2050867.894672 + Penalty 4726.642471 = -2046141.252200
  nChanged 328
		SP:Iteration 13Q (6751.620000 sec): 3 clusters
  Score: Raw -2050986.810673 + Penalty 4726.642471 = -2046260.168201
  nChanged 361
		SP:Iteration 14Q (6751.670000 sec): 3 clusters
  Score: Raw -2051130.800388 + Penalty 4726.642471 = -2046404.157917
  nChanged 389
		SP:Iteration 15Q (6751.720000 sec): 3 clusters
  Score: Raw -2051310.621965 + Penalty 4726.642471 = -2046583.979493
  nChanged 438
		SP:Iteration 16Q (6751.770000 sec): 3 clusters
  Score: Raw -2051525.271220 + Penalty 4726.642471 = -2046798.628749
  nChanged 495
		SP:Iteration 17Q (6751.820000 sec): 3 clusters
  Score: Raw -2051799.156115 + Penalty 4726.642471 = -2047072.513643
  nChanged 545
		SP:Iteration 18Q (6751.870000 sec): 3 clusters
  Score: Raw -2052128.938492 + Penalty 4726.642471 = -2047402.296020
  nChanged 545
		SP:Iteration 19Q (6751.920000 sec): 3 clusters
  Score: Raw -2052483.858370 + Penalty 4726.642471 = -2047757.215898
  nChanged 521
		SP:Iteration 20F (6751.970000 sec): 3 clusters
  Score: Raw -2052845.607924 + Penalty 4726.642471 = -2048118.965452
  nChanged 458
		SP:Iteration 21Q (6752.020000 sec): 3 clusters
  Score: Raw -2053196.973645 + Penalty 4726.642471 = -2048470.331173
  nChanged 357
		SP:Iteration 22Q (6752.060000 sec): 3 clusters
  Score: Raw -2053479.887097 + Penalty 4726.642471 = -2048753.244626
  nChanged 248
		SP:Iteration 23Q (6752.110000 sec): 3 clusters
  Score: Raw -2053672.767364 + Penalty 4726.642471 = -2048946.124893
  nChanged 167
		SP:Iteration 24Q (6752.150000 sec): 3 clusters
  Score: Raw -2053806.646995 + Penalty 4726.642471 = -2049080.004523
  nChanged 136
		SP:Iteration 25Q (6752.200000 sec): 3 clusters
  Score: Raw -2053919.762642 + Penalty 4726.642471 = -2049193.120170
  nChanged 96
		SP:Iteration 26Q (6752.240000 sec): 3 clusters
  Score: Raw -2053989.738420 + Penalty 4726.642471 = -2049263.095948
  nChanged 68
		SP:Iteration 27Q (6752.280000 sec): 3 clusters
  Score: Raw -2054040.400542 + Penalty 4726.642471 = -2049313.758071
  nChanged 45
		SP:Iteration 28Q (6752.320000 sec): 3 clusters
  Score: Raw -2054072.842286 + Penalty 4726.642471 = -2049346.199815
  nChanged 37
		SP:Iteration 29Q (6752.360000 sec): 3 clusters
  Score: Raw -2054101.472774 + Penalty 4726.642471 = -2049374.830302
  nChanged 34
		SP:Iteration 30Q (6752.400000 sec): 3 clusters
  Score: Raw -2054138.149302 + Penalty 4726.642471 = -2049411.506831
  nChanged 33
		SP:Iteration 31Q (6752.430000 sec): 3 clusters
  Score: Raw -2054172.685507 + Penalty 4726.642471 = -2049446.043036
  nChanged 28
		SP:Iteration 32Q (6752.470000 sec): 3 clusters
  Score: Raw -2054200.880458 + Penalty 4726.642471 = -2049474.237986
  nChanged 18
		SP:Iteration 33Q (6752.510000 sec): 3 clusters
  Score: Raw -2054218.510796 + Penalty 4726.642471 = -2049491.868325
  nChanged 11
		SP:Iteration 34Q (6752.550000 sec): 3 clusters
  Score: Raw -2054230.858561 + Penalty 4726.642471 = -2049504.216089
  nChanged 10
		SP:Iteration 35Q (6752.580000 sec): 3 clusters
  Score: Raw -2054243.239565 + Penalty 4726.642471 = -2049516.597094
  nChanged 10
		SP:Iteration 36Q (6752.620000 sec): 3 clusters
  Score: Raw -2054254.030763 + Penalty 4726.642471 = -2049527.388292
  nChanged 5
		SP:Iteration 37Q (6752.660000 sec): 3 clusters
  Score: Raw -2054258.807010 + Penalty 4726.642471 = -2049532.164539
  nChanged 5
		SP:Iteration 38Q (6752.690000 sec): 3 clusters
  Score: Raw -2054262.633595 + Penalty 4726.642471 = -2049535.991124
  nChanged 1
		SP:Iteration 39Q (6752.730000 sec): 3 clusters
  Score: Raw -2054264.597697 + Penalty 4726.642471 = -2049537.955226
  nChanged 4
		SP:Iteration 40F (6752.780000 sec): 3 clusters
  Score: Raw -2054269.095636 + Penalty 4726.642471 = -2049542.453164
  nChanged 1
		SP:Iteration 41Q (6752.820000 sec): 3 clusters
  Score: Raw -2054269.605116 + Penalty 4726.642471 = -2049542.962644
  nChanged 0
		SP:Iteration 42F (6752.860000 sec): 3 clusters
  Score: Raw -2054269.605116 + Penalty 4726.642471 = -2049542.962644
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69763 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6753.100000 sec): 2 clusters
  Score: Raw -10201920.397236 + Penalty 2765.909047 = -10199154.488188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6753.350000 sec): 3 clusters
  Score: Raw -10158072.504041 + Penalty 5531.818095 = -10152540.685946
  nChanged 32523
		SP:Iteration 1F (6753.610000 sec): 3 clusters
  Score: Raw -10175911.567410 + Penalty 5531.818095 = -10170379.749316
  nChanged 2320
		SP:Iteration 2Q (6753.880000 sec): 3 clusters
  Score: Raw -10176466.277836 + Penalty 5531.818095 = -10170934.459741
  nChanged 2240
		SP:Iteration 3Q (6754.140000 sec): 3 clusters
  Score: Raw -10177074.833860 + Penalty 5531.818095 = -10171543.015765
  nChanged 2490
		SP:Iteration 4Q (6754.400000 sec): 3 clusters
  Score: Raw -10177942.711924 + Penalty 5531.818095 = -10172410.893829
  nChanged 2934
		SP:Iteration 5Q (6754.660000 sec): 3 clusters
  Score: Raw -10179219.888162 + Penalty 5531.818095 = -10173688.070067
  nChanged 3783
		SP:Iteration 6F (6754.920000 sec): 3 clusters
  Score: Raw -10181356.282463 + Penalty 5531.818095 = -10175824.464368
  nChanged 5011
		SP:Iteration 7F (6755.180000 sec): 3 clusters
  Score: Raw -10184992.427481 + Penalty 5531.818095 = -10179460.609387
  nChanged 6150
		SP:Iteration 8F (6755.440000 sec): 3 clusters
  Score: Raw -10190470.560502 + Penalty 5531.818095 = -10184938.742407
  nChanged 5800
		SP:Iteration 9F (6755.690000 sec): 3 clusters
  Score: Raw -10196240.697661 + Penalty 5531.818095 = -10190708.879566
  nChanged 3820
		SP:Iteration 10F (6755.950000 sec): 3 clusters
  Score: Raw -10200091.871058 + Penalty 5531.818095 = -10194560.052963
  nChanged 1476
		SP:Iteration 11Q (6756.160000 sec): 3 clusters
  Score: Raw -10201516.835071 + Penalty 5531.818095 = -10195985.016976
  nChanged 392
		SP:Iteration 12Q (6756.360000 sec): 3 clusters
  Score: Raw -10201958.375316 + Penalty 5531.818095 = -10196426.557221
  nChanged 97
		SP:Iteration 13Q (6756.540000 sec): 3 clusters
  Score: Raw -10202111.255118 + Penalty 5531.818095 = -10196579.437023
  nChanged 39
		SP:Iteration 14Q (6756.720000 sec): 3 clusters
  Score: Raw -10202169.376017 + Penalty 5531.818095 = -10196637.557922
  nChanged 16
		SP:Iteration 15Q (6756.900000 sec): 3 clusters
  Score: Raw -10202204.378758 + Penalty 5531.818095 = -10196672.560664
  nChanged 8
		SP:Iteration 16Q (6757.080000 sec): 3 clusters
  Score: Raw -10202215.324661 + Penalty 5531.818095 = -10196683.506566
  nChanged 4
		SP:Iteration 17Q (6757.250000 sec): 3 clusters
  Score: Raw -10202225.975584 + Penalty 5531.818095 = -10196694.157489
  nChanged 3
		SP:Iteration 18Q (6757.430000 sec): 3 clusters
  Score: Raw -10202231.315346 + Penalty 5531.818095 = -10196699.497251
  nChanged 2
		SP:Iteration 19Q (6757.600000 sec): 3 clusters
  Score: Raw -10202233.078643 + Penalty 5531.818095 = -10196701.260548
  nChanged 0
		SP:Iteration 20F (6757.860000 sec): 3 clusters
  Score: Raw -10202233.078643 + Penalty 5531.818095 = -10196701.260548
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6757.890000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6757.900000 sec): 3 clusters
  Score: Raw -385258.417696 + Penalty 3923.652944 = -381334.764752
  nChanged 931
		SP:Iteration 1F (6757.910000 sec): 3 clusters
  Score: Raw -385839.322508 + Penalty 3923.652944 = -381915.669565
  nChanged 183
		SP:Iteration 2F (6757.920000 sec): 3 clusters
  Score: Raw -385954.625459 + Penalty 3923.652944 = -382030.972516
  nChanged 96
		SP:Iteration 3Q (6757.930000 sec): 3 clusters
  Score: Raw -386020.730121 + Penalty 3923.652944 = -382097.077177
  nChanged 79
		SP:Iteration 4Q (6757.940000 sec): 3 clusters
  Score: Raw -386067.952098 + Penalty 3923.652944 = -382144.299155
  nChanged 52
		SP:Iteration 5Q (6757.950000 sec): 3 clusters
  Score: Raw -386099.820590 + Penalty 3923.652944 = -382176.167646
  nChanged 44
		SP:Iteration 6Q (6757.960000 sec): 3 clusters
  Score: Raw -386125.658625 + Penalty 3923.652944 = -382202.005681
  nChanged 46
		SP:Iteration 7Q (6757.970000 sec): 3 clusters
  Score: Raw -386151.195159 + Penalty 3923.652944 = -382227.542215
  nChanged 39
		SP:Iteration 8Q (6757.980000 sec): 3 clusters
  Score: Raw -386172.126639 + Penalty 3923.652944 = -382248.473696
  nChanged 35
		SP:Iteration 9Q (6757.990000 sec): 3 clusters
  Score: Raw -386190.879211 + Penalty 3923.652944 = -382267.226267
  nChanged 34
		SP:Iteration 10Q (6758.000000 sec): 3 clusters
  Score: Raw -386208.044804 + Penalty 3923.652944 = -382284.391860
  nChanged 25
		SP:Iteration 11Q (6758.010000 sec): 3 clusters
  Score: Raw -386221.527283 + Penalty 3923.652944 = -382297.874339
  nChanged 19
		SP:Iteration 12Q (6758.020000 sec): 3 clusters
  Score: Raw -386231.645440 + Penalty 3923.652944 = -382307.992496
  nChanged 13
		SP:Iteration 13Q (6758.030000 sec): 3 clusters
  Score: Raw -386238.298548 + Penalty 3923.652944 = -382314.645604
  nChanged 13
		SP:Iteration 14Q (6758.040000 sec): 3 clusters
  Score: Raw -386244.353069 + Penalty 3923.652944 = -382320.700126
  nChanged 9
		SP:Iteration 15Q (6758.050000 sec): 3 clusters
  Score: Raw -386247.500301 + Penalty 3923.652944 = -382323.847357
  nChanged 9
		SP:Iteration 16Q (6758.060000 sec): 3 clusters
  Score: Raw -386252.320696 + Penalty 3923.652944 = -382328.667753
  nChanged 12
		SP:Iteration 17Q (6758.070000 sec): 3 clusters
  Score: Raw -386258.952717 + Penalty 3923.652944 = -382335.299773
  nChanged 14
		SP:Iteration 18Q (6758.080000 sec): 3 clusters
  Score: Raw -386266.921658 + Penalty 3923.652944 = -382343.268715
  nChanged 17
		SP:Iteration 19Q (6758.090000 sec): 3 clusters
  Score: Raw -386277.121780 + Penalty 3923.652944 = -382353.468836
  nChanged 21
		SP:Iteration 20F (6758.100000 sec): 3 clusters
  Score: Raw -386288.464626 + Penalty 3923.652944 = -382364.811683
  nChanged 21
		SP:Iteration 21Q (6758.110000 sec): 3 clusters
  Score: Raw -386300.715659 + Penalty 3923.652944 = -382377.062716
  nChanged 21
		SP:Iteration 22Q (6758.120000 sec): 3 clusters
  Score: Raw -386311.445059 + Penalty 3923.652944 = -382387.792115
  nChanged 16
		SP:Iteration 23Q (6758.130000 sec): 3 clusters
  Score: Raw -386318.385679 + Penalty 3923.652944 = -382394.732736
  nChanged 11
		SP:Iteration 24Q (6758.140000 sec): 3 clusters
  Score: Raw -386323.694072 + Penalty 3923.652944 = -382400.041128
  nChanged 10
		SP:Iteration 25Q (6758.150000 sec): 3 clusters
  Score: Raw -386327.697390 + Penalty 3923.652944 = -382404.044446
  nChanged 9
		SP:Iteration 26Q (6758.160000 sec): 3 clusters
  Score: Raw -386331.264453 + Penalty 3923.652944 = -382407.611510
  nChanged 12
		SP:Iteration 27Q (6758.170000 sec): 3 clusters
  Score: Raw -386339.278850 + Penalty 3923.652944 = -382415.625907
  nChanged 13
		SP:Iteration 28Q (6758.180000 sec): 3 clusters
  Score: Raw -386346.483413 + Penalty 3923.652944 = -382422.830470
  nChanged 15
		SP:Iteration 29Q (6758.190000 sec): 3 clusters
  Score: Raw -386353.349572 + Penalty 3923.652944 = -382429.696629
  nChanged 20
		SP:Iteration 30Q (6758.200000 sec): 3 clusters
  Score: Raw -386362.594121 + Penalty 3923.652944 = -382438.941178
  nChanged 12
		SP:Iteration 31Q (6758.200000 sec): 3 clusters
  Score: Raw -386367.388473 + Penalty 3923.652944 = -382443.735529
  nChanged 8
		SP:Iteration 32Q (6758.220000 sec): 3 clusters
  Score: Raw -386371.667933 + Penalty 3923.652944 = -382448.014990
  nChanged 16
		SP:Iteration 33Q (6758.220000 sec): 3 clusters
  Score: Raw -386381.149846 + Penalty 3923.652944 = -382457.496902
  nChanged 21
		SP:Iteration 34Q (6758.240000 sec): 3 clusters
  Score: Raw -386393.070322 + Penalty 3923.652944 = -382469.417378
  nChanged 18
		SP:Iteration 35Q (6758.240000 sec): 3 clusters
  Score: Raw -386404.287722 + Penalty 3923.652944 = -382480.634778
  nChanged 11
		SP:Iteration 36Q (6758.250000 sec): 3 clusters
  Score: Raw -386411.373703 + Penalty 3923.652944 = -382487.720760
  nChanged 7
		SP:Iteration 37Q (6758.260000 sec): 3 clusters
  Score: Raw -386414.772019 + Penalty 3923.652944 = -382491.119075
  nChanged 8
		SP:Iteration 38Q (6758.270000 sec): 3 clusters
  Score: Raw -386418.481545 + Penalty 3923.652944 = -382494.828601
  nChanged 9
		SP:Iteration 39Q (6758.280000 sec): 3 clusters
  Score: Raw -386422.743493 + Penalty 3923.652944 = -382499.090549
  nChanged 9
		SP:Iteration 40F (6758.290000 sec): 3 clusters
  Score: Raw -386427.043222 + Penalty 3923.652944 = -382503.390278
  nChanged 10
		SP:Iteration 41Q (6758.300000 sec): 3 clusters
  Score: Raw -386430.781284 + Penalty 3923.652944 = -382507.128341
  nChanged 6
		SP:Iteration 42Q (6758.310000 sec): 3 clusters
  Score: Raw -386434.248987 + Penalty 3923.652944 = -382510.596044
  nChanged 3
		SP:Iteration 43Q (6758.320000 sec): 3 clusters
  Score: Raw -386435.372868 + Penalty 3923.652944 = -382511.719924
  nChanged 4
		SP:Iteration 44Q (6758.330000 sec): 3 clusters
  Score: Raw -386436.515522 + Penalty 3923.652944 = -382512.862579
  nChanged 7
		SP:Iteration 45Q (6758.340000 sec): 3 clusters
  Score: Raw -386438.910950 + Penalty 3923.652944 = -382515.258007
  nChanged 3
		SP:Iteration 46Q (6758.350000 sec): 3 clusters
  Score: Raw -386440.619797 + Penalty 3923.652944 = -382516.966853
  nChanged 4
		SP:Iteration 47Q (6758.360000 sec): 3 clusters
  Score: Raw -386444.219254 + Penalty 3923.652944 = -382520.566311
  nChanged 8
		SP:Iteration 48Q (6758.370000 sec): 3 clusters
  Score: Raw -386448.651401 + Penalty 3923.652944 = -382524.998457
  nChanged 6
		SP:Iteration 49Q (6758.380000 sec): 3 clusters
  Score: Raw -386450.905041 + Penalty 3923.652944 = -382527.252098
  nChanged 6
		SP:Iteration 50Q (6758.390000 sec): 3 clusters
  Score: Raw -386453.143883 + Penalty 3923.652944 = -382529.490939
  nChanged 3
		SP:Iteration 51Q (6758.400000 sec): 3 clusters
  Score: Raw -386455.113017 + Penalty 3923.652944 = -382531.460073
  nChanged 5
		SP:Iteration 52Q (6758.410000 sec): 3 clusters
  Score: Raw -386457.295892 + Penalty 3923.652944 = -382533.642948
  nChanged 5
		SP:Iteration 53Q (6758.420000 sec): 3 clusters
  Score: Raw -386460.615028 + Penalty 3923.652944 = -382536.962084
  nChanged 5
		SP:Iteration 54Q (6758.430000 sec): 3 clusters
  Score: Raw -386462.947495 + Penalty 3923.652944 = -382539.294551
  nChanged 4
		SP:Iteration 55Q (6758.440000 sec): 3 clusters
  Score: Raw -386464.582431 + Penalty 3923.652944 = -382540.929487
  nChanged 2
		SP:Iteration 56Q (6758.440000 sec): 3 clusters
  Score: Raw -386465.046255 + Penalty 3923.652944 = -382541.393311
  nChanged 0
		SP:Iteration 57F (6758.460000 sec): 3 clusters
  Score: Raw -386465.046255 + Penalty 3923.652944 = -382541.393311
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6758.460000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6758.470000 sec): 3 clusters
  Score: Raw -168857.279933 + Penalty 3494.272938 = -165363.006995
  nChanged 295
		SP:Iteration 1F (6758.470000 sec): 3 clusters
  Score: Raw -169141.441301 + Penalty 3494.272938 = -165647.168363
  nChanged 75
		SP:Iteration 2F (6758.480000 sec): 3 clusters
  Score: Raw -169232.728068 + Penalty 3494.272938 = -165738.455130
  nChanged 33
		SP:Iteration 3Q (6758.480000 sec): 3 clusters
  Score: Raw -169270.972611 + Penalty 3494.272938 = -165776.699673
  nChanged 18
		SP:Iteration 4Q (6758.480000 sec): 3 clusters
  Score: Raw -169289.618994 + Penalty 3494.272938 = -165795.346056
  nChanged 19
		SP:Iteration 5Q (6758.490000 sec): 3 clusters
  Score: Raw -169309.441525 + Penalty 3494.272938 = -165815.168587
  nChanged 11
		SP:Iteration 6Q (6758.490000 sec): 3 clusters
  Score: Raw -169319.257481 + Penalty 3494.272938 = -165824.984543
  nChanged 4
		SP:Iteration 7Q (6758.500000 sec): 3 clusters
  Score: Raw -169324.017487 + Penalty 3494.272938 = -165829.744549
  nChanged 4
		SP:Iteration 8Q (6758.500000 sec): 3 clusters
  Score: Raw -169326.137010 + Penalty 3494.272938 = -165831.864072
  nChanged 0
		SP:Iteration 9F (6758.500000 sec): 3 clusters
  Score: Raw -169326.137010 + Penalty 3494.272938 = -165831.864072
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6758.510000 sec): 2 clusters
  Score: Raw -256972.402976 + Penalty 1864.479917 = -255107.923060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6758.520000 sec): 3 clusters
  Score: Raw -256476.876301 + Penalty 3728.959834 = -252747.916467
  nChanged 577
		SP:Iteration 1F (6758.520000 sec): 3 clusters
  Score: Raw -257086.859301 + Penalty 3728.959834 = -253357.899467
  nChanged 199
		SP:Iteration 2F (6758.530000 sec): 3 clusters
  Score: Raw -257473.042636 + Penalty 3728.959834 = -253744.082802
  nChanged 158
		SP:Iteration 3F (6758.540000 sec): 3 clusters
  Score: Raw -257790.298113 + Penalty 3728.959834 = -254061.338279
  nChanged 113
		SP:Iteration 4F (6758.540000 sec): 3 clusters
  Score: Raw -258099.221820 + Penalty 3728.959834 = -254370.261986
  nChanged 74
		SP:Iteration 5Q (6758.550000 sec): 3 clusters
  Score: Raw -258219.892092 + Penalty 3728.959834 = -254490.932259
  nChanged 53
		SP:Iteration 6Q (6758.560000 sec): 3 clusters
  Score: Raw -258276.002396 + Penalty 3728.959834 = -254547.042562
  nChanged 26
		SP:Iteration 7Q (6758.560000 sec): 3 clusters
  Score: Raw -258314.560131 + Penalty 3728.959834 = -254585.600297
  nChanged 19
		SP:Iteration 8Q (6758.570000 sec): 3 clusters
  Score: Raw -258341.792630 + Penalty 3728.959834 = -254612.832796
  nChanged 19
		SP:Iteration 9Q (6758.580000 sec): 3 clusters
  Score: Raw -258366.637936 + Penalty 3728.959834 = -254637.678103
  nChanged 19
		SP:Iteration 10Q (6758.580000 sec): 3 clusters
  Score: Raw -258391.304361 + Penalty 3728.959834 = -254662.344527
  nChanged 12
		SP:Iteration 11Q (6758.590000 sec): 3 clusters
  Score: Raw -258409.451478 + Penalty 3728.959834 = -254680.491644
  nChanged 10
		SP:Iteration 12Q (6758.600000 sec): 3 clusters
  Score: Raw -258430.793505 + Penalty 3728.959834 = -254701.833671
  nChanged 15
		SP:Iteration 13Q (6758.600000 sec): 3 clusters
  Score: Raw -258458.040485 + Penalty 3728.959834 = -254729.080651
  nChanged 13
		SP:Iteration 14Q (6758.610000 sec): 3 clusters
  Score: Raw -258482.476230 + Penalty 3728.959834 = -254753.516396
  nChanged 5
		SP:Iteration 15Q (6758.610000 sec): 3 clusters
  Score: Raw -258491.073558 + Penalty 3728.959834 = -254762.113724
  nChanged 7
		SP:Iteration 16Q (6758.620000 sec): 3 clusters
  Score: Raw -258509.390125 + Penalty 3728.959834 = -254780.430291
  nChanged 4
		SP:Iteration 17Q (6758.620000 sec): 3 clusters
  Score: Raw -258514.418151 + Penalty 3728.959834 = -254785.458317
  nChanged 3
		SP:Iteration 18Q (6758.630000 sec): 3 clusters
  Score: Raw -258518.909506 + Penalty 3728.959834 = -254789.949672
  nChanged 2
		SP:Iteration 19Q (6758.640000 sec): 3 clusters
  Score: Raw -258520.565885 + Penalty 3728.959834 = -254791.606051
  nChanged 2
		SP:Iteration 20F (6758.640000 sec): 3 clusters
  Score: Raw -258531.583363 + Penalty 3728.959834 = -254802.623529
  nChanged 5
		SP:Iteration 21Q (6758.650000 sec): 3 clusters
  Score: Raw -258570.948015 + Penalty 3728.959834 = -254841.988181
  nChanged 2
		SP:Iteration 22Q (6758.650000 sec): 3 clusters
  Score: Raw -258580.472805 + Penalty 3728.959834 = -254851.512971
  nChanged 2
		SP:Iteration 23Q (6758.660000 sec): 3 clusters
  Score: Raw -258589.862520 + Penalty 3728.959834 = -254860.902686
  nChanged 5
		SP:Iteration 24Q (6758.660000 sec): 3 clusters
  Score: Raw -258605.471620 + Penalty 3728.959834 = -254876.511786
  nChanged 8
		SP:Iteration 25Q (6758.670000 sec): 3 clusters
  Score: Raw -258616.617034 + Penalty 3728.959834 = -254887.657200
  nChanged 6
		SP:Iteration 26Q (6758.680000 sec): 3 clusters
  Score: Raw -258624.314097 + Penalty 3728.959834 = -254895.354263
  nChanged 6
		SP:Iteration 27Q (6758.680000 sec): 3 clusters
  Score: Raw -258629.601347 + Penalty 3728.959834 = -254900.641513
  nChanged 4
		SP:Iteration 28Q (6758.680000 sec): 3 clusters
  Score: Raw -258637.897737 + Penalty 3728.959834 = -254908.937903
  nChanged 2
		SP:Iteration 29Q (6758.690000 sec): 3 clusters
  Score: Raw -258639.847967 + Penalty 3728.959834 = -254910.888133
  nChanged 1
		SP:Iteration 30Q (6758.700000 sec): 3 clusters
  Score: Raw -258642.251264 + Penalty 3728.959834 = -254913.291430
  nChanged 2
		SP:Iteration 31Q (6758.700000 sec): 3 clusters
  Score: Raw -258644.406601 + Penalty 3728.959834 = -254915.446767
  nChanged 1
		SP:Iteration 32Q (6758.710000 sec): 3 clusters
  Score: Raw -258645.478547 + Penalty 3728.959834 = -254916.518713
  nChanged 1
		SP:Iteration 33Q (6758.710000 sec): 3 clusters
  Score: Raw -258648.428782 + Penalty 3728.959834 = -254919.468948
  nChanged 3
		SP:Iteration 34Q (6758.720000 sec): 3 clusters
  Score: Raw -258652.730337 + Penalty 3728.959834 = -254923.770503
  nChanged 2
		SP:Iteration 35Q (6758.720000 sec): 3 clusters
  Score: Raw -258654.757166 + Penalty 3728.959834 = -254925.797332
  nChanged 2
		SP:Iteration 36Q (6758.730000 sec): 3 clusters
  Score: Raw -258656.645394 + Penalty 3728.959834 = -254927.685560
  nChanged 2
		SP:Iteration 37Q (6758.740000 sec): 3 clusters
  Score: Raw -258658.412171 + Penalty 3728.959834 = -254929.452338
  nChanged 0
		SP:Iteration 38F (6758.740000 sec): 3 clusters
  Score: Raw -258658.412171 + Penalty 3728.959834 = -254929.452338
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6758.780000 sec): 2 clusters
  Score: Raw -1667596.949553 + Penalty 2305.832084 = -1665291.117469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6758.820000 sec): 3 clusters
  Score: Raw -1661602.429831 + Penalty 4611.664169 = -1656990.765662
  nChanged 4569
		SP:Iteration 1F (6758.860000 sec): 3 clusters
  Score: Raw -1664051.991225 + Penalty 4611.664169 = -1659440.327056
  nChanged 665
		SP:Iteration 2F (6758.900000 sec): 3 clusters
  Score: Raw -1664327.712837 + Penalty 4611.664169 = -1659716.048668
  nChanged 495
		SP:Iteration 3Q (6758.940000 sec): 3 clusters
  Score: Raw -1664526.340107 + Penalty 4611.664169 = -1659914.675938
  nChanged 416
		SP:Iteration 4Q (6758.980000 sec): 3 clusters
  Score: Raw -1664672.947527 + Penalty 4611.664169 = -1660061.283358
  nChanged 338
		SP:Iteration 5Q (6759.020000 sec): 3 clusters
  Score: Raw -1664775.539934 + Penalty 4611.664169 = -1660163.875765
  nChanged 262
		SP:Iteration 6Q (6759.060000 sec): 3 clusters
  Score: Raw -1664848.000772 + Penalty 4611.664169 = -1660236.336603
  nChanged 210
		SP:Iteration 7Q (6759.100000 sec): 3 clusters
  Score: Raw -1664900.573401 + Penalty 4611.664169 = -1660288.909232
  nChanged 169
		SP:Iteration 8Q (6759.140000 sec): 3 clusters
  Score: Raw -1664940.019307 + Penalty 4611.664169 = -1660328.355138
  nChanged 132
		SP:Iteration 9Q (6759.180000 sec): 3 clusters
  Score: Raw -1664969.881179 + Penalty 4611.664169 = -1660358.217010
  nChanged 130
		SP:Iteration 10Q (6759.220000 sec): 3 clusters
  Score: Raw -1665000.771852 + Penalty 4611.664169 = -1660389.107683
  nChanged 138
		SP:Iteration 11Q (6759.260000 sec): 3 clusters
  Score: Raw -1665032.944720 + Penalty 4611.664169 = -1660421.280551
  nChanged 130
		SP:Iteration 12Q (6759.300000 sec): 3 clusters
  Score: Raw -1665062.615743 + Penalty 4611.664169 = -1660450.951574
  nChanged 140
		SP:Iteration 13Q (6759.340000 sec): 3 clusters
  Score: Raw -1665098.304580 + Penalty 4611.664169 = -1660486.640411
  nChanged 147
		SP:Iteration 14Q (6759.380000 sec): 3 clusters
  Score: Raw -1665133.212160 + Penalty 4611.664169 = -1660521.547991
  nChanged 133
		SP:Iteration 15Q (6759.410000 sec): 3 clusters
  Score: Raw -1665165.440818 + Penalty 4611.664169 = -1660553.776649
  nChanged 149
		SP:Iteration 16Q (6759.460000 sec): 3 clusters
  Score: Raw -1665201.440371 + Penalty 4611.664169 = -1660589.776202
  nChanged 153
		SP:Iteration 17Q (6759.500000 sec): 3 clusters
  Score: Raw -1665242.467725 + Penalty 4611.664169 = -1660630.803556
  nChanged 163
		SP:Iteration 18Q (6759.530000 sec): 3 clusters
  Score: Raw -1665282.518319 + Penalty 4611.664169 = -1660670.854150
  nChanged 161
		SP:Iteration 19Q (6759.570000 sec): 3 clusters
  Score: Raw -1665329.701860 + Penalty 4611.664169 = -1660718.037691
  nChanged 183
		SP:Iteration 20F (6759.610000 sec): 3 clusters
  Score: Raw -1665384.676152 + Penalty 4611.664169 = -1660773.011983
  nChanged 210
		SP:Iteration 21Q (6759.650000 sec): 3 clusters
  Score: Raw -1665448.426315 + Penalty 4611.664169 = -1660836.762146
  nChanged 210
		SP:Iteration 22Q (6759.690000 sec): 3 clusters
  Score: Raw -1665516.258145 + Penalty 4611.664169 = -1660904.593976
  nChanged 239
		SP:Iteration 23Q (6759.730000 sec): 3 clusters
  Score: Raw -1665607.938304 + Penalty 4611.664169 = -1660996.274135
  nChanged 295
		SP:Iteration 24Q (6759.770000 sec): 3 clusters
  Score: Raw -1665731.627874 + Penalty 4611.664169 = -1661119.963705
  nChanged 340
		SP:Iteration 25Q (6759.810000 sec): 3 clusters
  Score: Raw -1665885.966776 + Penalty 4611.664169 = -1661274.302607
  nChanged 342
		SP:Iteration 26Q (6759.850000 sec): 3 clusters
  Score: Raw -1666068.650340 + Penalty 4611.664169 = -1661456.986171
  nChanged 383
		SP:Iteration 27Q (6759.890000 sec): 3 clusters
  Score: Raw -1666294.302286 + Penalty 4611.664169 = -1661682.638117
  nChanged 401
		SP:Iteration 28Q (6759.930000 sec): 3 clusters
  Score: Raw -1666560.544755 + Penalty 4611.664169 = -1661948.880586
  nChanged 418
		SP:Iteration 29Q (6759.970000 sec): 3 clusters
  Score: Raw -1666862.446776 + Penalty 4611.664169 = -1662250.782607
  nChanged 373
		SP:Iteration 30Q (6760.010000 sec): 3 clusters
  Score: Raw -1667139.349753 + Penalty 4611.664169 = -1662527.685584
  nChanged 307
		SP:Iteration 31Q (6760.050000 sec): 3 clusters
  Score: Raw -1667377.927309 + Penalty 4611.664169 = -1662766.263140
  nChanged 246
		SP:Iteration 32Q (6760.080000 sec): 3 clusters
  Score: Raw -1667576.507729 + Penalty 4611.664169 = -1662964.843560
  nChanged 166
		SP:Iteration 33Q (6760.120000 sec): 3 clusters
  Score: Raw -1667705.017207 + Penalty 4611.664169 = -1663093.353038
  nChanged 128
		SP:Iteration 34Q (6760.160000 sec): 3 clusters
  Score: Raw -1667802.806046 + Penalty 4611.664169 = -1663191.141877
  nChanged 70
		SP:Iteration 35Q (6760.190000 sec): 3 clusters
  Score: Raw -1667848.973595 + Penalty 4611.664169 = -1663237.309426
  nChanged 42
		SP:Iteration 36Q (6760.230000 sec): 3 clusters
  Score: Raw -1667882.973432 + Penalty 4611.664169 = -1663271.309263
  nChanged 44
		SP:Iteration 37Q (6760.260000 sec): 3 clusters
  Score: Raw -1667913.129503 + Penalty 4611.664169 = -1663301.465334
  nChanged 34
		SP:Iteration 38Q (6760.290000 sec): 3 clusters
  Score: Raw -1667940.748154 + Penalty 4611.664169 = -1663329.083985
  nChanged 29
		SP:Iteration 39Q (6760.330000 sec): 3 clusters
  Score: Raw -1667962.234674 + Penalty 4611.664169 = -1663350.570505
  nChanged 22
		SP:Iteration 40F (6760.370000 sec): 3 clusters
  Score: Raw -1667977.770493 + Penalty 4611.664169 = -1663366.106324
  nChanged 13
		SP:Iteration 41Q (6760.400000 sec): 3 clusters
  Score: Raw -1667989.448685 + Penalty 4611.664169 = -1663377.784516
  nChanged 12
		SP:Iteration 42Q (6760.430000 sec): 3 clusters
  Score: Raw -1667997.585745 + Penalty 4611.664169 = -1663385.921576
  nChanged 5
		SP:Iteration 43Q (6760.460000 sec): 3 clusters
  Score: Raw -1668000.761574 + Penalty 4611.664169 = -1663389.097405
  nChanged 2
		SP:Iteration 44Q (6760.490000 sec): 3 clusters
  Score: Raw -1668001.957422 + Penalty 4611.664169 = -1663390.293253
  nChanged 4
		SP:Iteration 45Q (6760.530000 sec): 3 clusters
  Score: Raw -1668004.289552 + Penalty 4611.664169 = -1663392.625383
  nChanged 0
		SP:Iteration 46F (6760.570000 sec): 3 clusters
  Score: Raw -1668004.289552 + Penalty 4611.664169 = -1663392.625383
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6760.610000 sec): 2 clusters
  Score: Raw -1983394.227559 + Penalty 2369.339479 = -1981024.888080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6760.660000 sec): 3 clusters
  Score: Raw -1975488.502178 + Penalty 4738.678958 = -1970749.823219
  nChanged 6081
		SP:Iteration 1F (6760.710000 sec): 3 clusters
  Score: Raw -1978578.546998 + Penalty 4738.678958 = -1973839.868039
  nChanged 856
		SP:Iteration 2F (6760.770000 sec): 3 clusters
  Score: Raw -1978953.267485 + Penalty 4738.678958 = -1974214.588526
  nChanged 757
		SP:Iteration 3F (6760.810000 sec): 3 clusters
  Score: Raw -1979297.469619 + Penalty 4738.678958 = -1974558.790661
  nChanged 685
		SP:Iteration 4Q (6760.870000 sec): 3 clusters
  Score: Raw -1979612.259800 + Penalty 4738.678958 = -1974873.580842
  nChanged 662
		SP:Iteration 5Q (6760.920000 sec): 3 clusters
  Score: Raw -1979955.425502 + Penalty 4738.678958 = -1975216.746543
  nChanged 610
		SP:Iteration 6Q (6760.970000 sec): 3 clusters
  Score: Raw -1980235.504738 + Penalty 4738.678958 = -1975496.825780
  nChanged 553
		SP:Iteration 7Q (6761.020000 sec): 3 clusters
  Score: Raw -1980499.726416 + Penalty 4738.678958 = -1975761.047458
  nChanged 534
		SP:Iteration 8Q (6761.070000 sec): 3 clusters
  Score: Raw -1980761.028330 + Penalty 4738.678958 = -1976022.349372
  nChanged 506
		SP:Iteration 9Q (6761.120000 sec): 3 clusters
  Score: Raw -1981028.038871 + Penalty 4738.678958 = -1976289.359912
  nChanged 480
		SP:Iteration 10Q (6761.170000 sec): 3 clusters
  Score: Raw -1981252.993334 + Penalty 4738.678958 = -1976514.314376
  nChanged 431
		SP:Iteration 11Q (6761.220000 sec): 3 clusters
  Score: Raw -1981460.355272 + Penalty 4738.678958 = -1976721.676313
  nChanged 406
		SP:Iteration 12Q (6761.270000 sec): 3 clusters
  Score: Raw -1981647.315993 + Penalty 4738.678958 = -1976908.637034
  nChanged 370
		SP:Iteration 13Q (6761.320000 sec): 3 clusters
  Score: Raw -1981829.721838 + Penalty 4738.678958 = -1977091.042880
  nChanged 348
		SP:Iteration 14Q (6761.370000 sec): 3 clusters
  Score: Raw -1982007.630620 + Penalty 4738.678958 = -1977268.951662
  nChanged 341
		SP:Iteration 15Q (6761.420000 sec): 3 clusters
  Score: Raw -1982178.019337 + Penalty 4738.678958 = -1977439.340379
  nChanged 308
		SP:Iteration 16Q (6761.470000 sec): 3 clusters
  Score: Raw -1982346.269922 + Penalty 4738.678958 = -1977607.590964
  nChanged 301
		SP:Iteration 17Q (6761.520000 sec): 3 clusters
  Score: Raw -1982510.257711 + Penalty 4738.678958 = -1977771.578753
  nChanged 293
		SP:Iteration 18Q (6761.570000 sec): 3 clusters
  Score: Raw -1982674.638131 + Penalty 4738.678958 = -1977935.959172
  nChanged 265
		SP:Iteration 19Q (6761.610000 sec): 3 clusters
  Score: Raw -1982817.706767 + Penalty 4738.678958 = -1978079.027809
  nChanged 245
		SP:Iteration 20F (6761.660000 sec): 3 clusters
  Score: Raw -1982940.695953 + Penalty 4738.678958 = -1978202.016995
  nChanged 189
		SP:Iteration 21Q (6761.710000 sec): 3 clusters
  Score: Raw -1983030.863558 + Penalty 4738.678958 = -1978292.184599
  nChanged 162
		SP:Iteration 22Q (6761.750000 sec): 3 clusters
  Score: Raw -1983115.227470 + Penalty 4738.678958 = -1978376.548512
  nChanged 148
		SP:Iteration 23Q (6761.800000 sec): 3 clusters
  Score: Raw -1983191.620088 + Penalty 4738.678958 = -1978452.941130
  nChanged 129
		SP:Iteration 24Q (6761.840000 sec): 3 clusters
  Score: Raw -1983253.945823 + Penalty 4738.678958 = -1978515.266864
  nChanged 116
		SP:Iteration 25Q (6761.890000 sec): 3 clusters
  Score: Raw -1983304.305455 + Penalty 4738.678958 = -1978565.626497
  nChanged 100
		SP:Iteration 26Q (6761.930000 sec): 3 clusters
  Score: Raw -1983350.264555 + Penalty 4738.678958 = -1978611.585597
  nChanged 94
		SP:Iteration 27Q (6761.970000 sec): 3 clusters
  Score: Raw -1983391.428950 + Penalty 4738.678958 = -1978652.749991
  nChanged 85
		SP:Iteration 28Q (6762.010000 sec): 3 clusters
  Score: Raw -1983429.261418 + Penalty 4738.678958 = -1978690.582459
  nChanged 66
		SP:Iteration 29Q (6762.050000 sec): 3 clusters
  Score: Raw -1983454.190543 + Penalty 4738.678958 = -1978715.511585
  nChanged 75
		SP:Iteration 30Q (6762.100000 sec): 3 clusters
  Score: Raw -1983481.699659 + Penalty 4738.678958 = -1978743.020701
  nChanged 65
		SP:Iteration 31Q (6762.140000 sec): 3 clusters
  Score: Raw -1983506.760674 + Penalty 4738.678958 = -1978768.081716
  nChanged 66
		SP:Iteration 32Q (6762.180000 sec): 3 clusters
  Score: Raw -1983534.453816 + Penalty 4738.678958 = -1978795.774858
  nChanged 78
		SP:Iteration 33Q (6762.220000 sec): 3 clusters
  Score: Raw -1983567.569894 + Penalty 4738.678958 = -1978828.890935
  nChanged 79
		SP:Iteration 34Q (6762.260000 sec): 3 clusters
  Score: Raw -1983599.512937 + Penalty 4738.678958 = -1978860.833979
  nChanged 58
		SP:Iteration 35Q (6762.310000 sec): 3 clusters
  Score: Raw -1983627.114224 + Penalty 4738.678958 = -1978888.435266
  nChanged 51
		SP:Iteration 36Q (6762.350000 sec): 3 clusters
  Score: Raw -1983646.574354 + Penalty 4738.678958 = -1978907.895396
  nChanged 42
		SP:Iteration 37Q (6762.390000 sec): 3 clusters
  Score: Raw -1983659.926773 + Penalty 4738.678958 = -1978921.247815
  nChanged 43
		SP:Iteration 38Q (6762.430000 sec): 3 clusters
  Score: Raw -1983672.882981 + Penalty 4738.678958 = -1978934.204023
  nChanged 29
		SP:Iteration 39Q (6762.470000 sec): 3 clusters
  Score: Raw -1983681.266484 + Penalty 4738.678958 = -1978942.587526
  nChanged 37
		SP:Iteration 40F (6762.520000 sec): 3 clusters
  Score: Raw -1983692.979969 + Penalty 4738.678958 = -1978954.301011
  nChanged 29
		SP:Iteration 41Q (6762.560000 sec): 3 clusters
  Score: Raw -1983702.676193 + Penalty 4738.678958 = -1978963.997235
  nChanged 27
		SP:Iteration 42Q (6762.600000 sec): 3 clusters
  Score: Raw -1983710.944417 + Penalty 4738.678958 = -1978972.265459
  nChanged 23
		SP:Iteration 43Q (6762.640000 sec): 3 clusters
  Score: Raw -1983719.679538 + Penalty 4738.678958 = -1978981.000580
  nChanged 25
		SP:Iteration 44Q (6762.680000 sec): 3 clusters
  Score: Raw -1983726.779524 + Penalty 4738.678958 = -1978988.100565
  nChanged 20
		SP:Iteration 45Q (6762.720000 sec): 3 clusters
  Score: Raw -1983731.657144 + Penalty 4738.678958 = -1978992.978185
  nChanged 17
		SP:Iteration 46Q (6762.760000 sec): 3 clusters
  Score: Raw -1983735.907095 + Penalty 4738.678958 = -1978997.228137
  nChanged 16
		SP:Iteration 47Q (6762.800000 sec): 3 clusters
  Score: Raw -1983740.691607 + Penalty 4738.678958 = -1979002.012649
  nChanged 16
		SP:Iteration 48Q (6762.840000 sec): 3 clusters
  Score: Raw -1983744.560451 + Penalty 4738.678958 = -1979005.881493
  nChanged 6
		SP:Iteration 49Q (6762.880000 sec): 3 clusters
  Score: Raw -1983746.069709 + Penalty 4738.678958 = -1979007.390751
  nChanged 8
		SP:Iteration 50Q (6762.920000 sec): 3 clusters
  Score: Raw -1983748.580326 + Penalty 4738.678958 = -1979009.901368
  nChanged 9
		SP:Iteration 51Q (6762.960000 sec): 3 clusters
  Score: Raw -1983751.490642 + Penalty 4738.678958 = -1979012.811684
  nChanged 16
		SP:Iteration 52Q (6763.000000 sec): 3 clusters
  Score: Raw -1983756.014706 + Penalty 4738.678958 = -1979017.335748
  nChanged 11
		SP:Iteration 53Q (6763.040000 sec): 3 clusters
  Score: Raw -1983758.842667 + Penalty 4738.678958 = -1979020.163709
  nChanged 7
		SP:Iteration 54Q (6763.080000 sec): 3 clusters
  Score: Raw -1983760.147524 + Penalty 4738.678958 = -1979021.468566
  nChanged 7
		SP:Iteration 55Q (6763.120000 sec): 3 clusters
  Score: Raw -1983762.043058 + Penalty 4738.678958 = -1979023.364100
  nChanged 7
		SP:Iteration 56Q (6763.160000 sec): 3 clusters
  Score: Raw -1983764.199196 + Penalty 4738.678958 = -1979025.520238
  nChanged 5
		SP:Iteration 57Q (6763.210000 sec): 3 clusters
  Score: Raw -1983765.309701 + Penalty 4738.678958 = -1979026.630742
  nChanged 8
		SP:Iteration 58Q (6763.250000 sec): 3 clusters
  Score: Raw -1983767.664903 + Penalty 4738.678958 = -1979028.985944
  nChanged 11
		SP:Iteration 59Q (6763.290000 sec): 3 clusters
  Score: Raw -1983770.917380 + Penalty 4738.678958 = -1979032.238422
  nChanged 15
		SP:Iteration 60F (6763.330000 sec): 3 clusters
  Score: Raw -1983775.073481 + Penalty 4738.678958 = -1979036.394523
  nChanged 11
		SP:Iteration 61Q (6763.370000 sec): 3 clusters
  Score: Raw -1983778.004083 + Penalty 4738.678958 = -1979039.325125
  nChanged 14
		SP:Iteration 62Q (6763.410000 sec): 3 clusters
  Score: Raw -1983781.546006 + Penalty 4738.678958 = -1979042.867048
  nChanged 9
		SP:Iteration 63Q (6763.450000 sec): 3 clusters
  Score: Raw -1983784.223552 + Penalty 4738.678958 = -1979045.544594
  nChanged 9
		SP:Iteration 64Q (6763.490000 sec): 3 clusters
  Score: Raw -1983786.892846 + Penalty 4738.678958 = -1979048.213887
  nChanged 7
		SP:Iteration 65Q (6763.530000 sec): 3 clusters
  Score: Raw -1983788.806782 + Penalty 4738.678958 = -1979050.127824
  nChanged 10
		SP:Iteration 66Q (6763.570000 sec): 3 clusters
  Score: Raw -1983791.921933 + Penalty 4738.678958 = -1979053.242975
  nChanged 10
		SP:Iteration 67Q (6763.610000 sec): 3 clusters
  Score: Raw -1983794.738675 + Penalty 4738.678958 = -1979056.059717
  nChanged 12
		SP:Iteration 68Q (6763.650000 sec): 3 clusters
  Score: Raw -1983797.552001 + Penalty 4738.678958 = -1979058.873043
  nChanged 6
		SP:Iteration 69Q (6763.690000 sec): 3 clusters
  Score: Raw -1983799.022412 + Penalty 4738.678958 = -1979060.343453
  nChanged 7
		SP:Iteration 70Q (6763.730000 sec): 3 clusters
  Score: Raw -1983801.465322 + Penalty 4738.678958 = -1979062.786364
  nChanged 6
		SP:Iteration 71Q (6763.770000 sec): 3 clusters
  Score: Raw -1983803.098434 + Penalty 4738.678958 = -1979064.419476
  nChanged 6
		SP:Iteration 72Q (6763.810000 sec): 3 clusters
  Score: Raw -1983805.149251 + Penalty 4738.678958 = -1979066.470293
  nChanged 5
		SP:Iteration 73Q (6763.850000 sec): 3 clusters
  Score: Raw -1983806.112413 + Penalty 4738.678958 = -1979067.433454
  nChanged 4
		SP:Iteration 74Q (6763.890000 sec): 3 clusters
  Score: Raw -1983807.588016 + Penalty 4738.678958 = -1979068.909057
  nChanged 11
		SP:Iteration 75Q (6763.930000 sec): 3 clusters
  Score: Raw -1983810.353236 + Penalty 4738.678958 = -1979071.674278
  nChanged 9
		SP:Iteration 76Q (6763.970000 sec): 3 clusters
  Score: Raw -1983812.719609 + Penalty 4738.678958 = -1979074.040650
  nChanged 5
		SP:Iteration 77Q (6764.010000 sec): 3 clusters
  Score: Raw -1983813.713800 + Penalty 4738.678958 = -1979075.034841
  nChanged 4
		SP:Iteration 78Q (6764.050000 sec): 3 clusters
  Score: Raw -1983814.526651 + Penalty 4738.678958 = -1979075.847693
  nChanged 3
		SP:Iteration 79Q (6764.090000 sec): 3 clusters
  Score: Raw -1983815.593691 + Penalty 4738.678958 = -1979076.914733
  nChanged 3
		SP:Iteration 80F (6764.140000 sec): 3 clusters
  Score: Raw -1983816.333897 + Penalty 4738.678958 = -1979077.654938
  nChanged 3
		SP:Iteration 81Q (6764.180000 sec): 3 clusters
  Score: Raw -1983816.848700 + Penalty 4738.678958 = -1979078.169742
  nChanged 3
		SP:Iteration 82Q (6764.220000 sec): 3 clusters
  Score: Raw -1983817.878589 + Penalty 4738.678958 = -1979079.199631
  nChanged 3
		SP:Iteration 83Q (6764.260000 sec): 3 clusters
  Score: Raw -1983819.336060 + Penalty 4738.678958 = -1979080.657101
  nChanged 8
		SP:Iteration 84Q (6764.300000 sec): 3 clusters
  Score: Raw -1983821.239214 + Penalty 4738.678958 = -1979082.560256
  nChanged 4
		SP:Iteration 85Q (6764.340000 sec): 3 clusters
  Score: Raw -1983822.140654 + Penalty 4738.678958 = -1979083.461696
  nChanged 2
		SP:Iteration 86Q (6764.380000 sec): 3 clusters
  Score: Raw -1983822.899260 + Penalty 4738.678958 = -1979084.220301
  nChanged 1
		SP:Iteration 87Q (6764.410000 sec): 3 clusters
  Score: Raw -1983823.119910 + Penalty 4738.678958 = -1979084.440952
  nChanged 2
		SP:Iteration 88Q (6764.450000 sec): 3 clusters
  Score: Raw -1983823.602274 + Penalty 4738.678958 = -1979084.923316
  nChanged 2
		SP:Iteration 89Q (6764.490000 sec): 3 clusters
  Score: Raw -1983824.264251 + Penalty 4738.678958 = -1979085.585293
  nChanged 1
		SP:Iteration 90Q (6764.530000 sec): 3 clusters
  Score: Raw -1983824.532215 + Penalty 4738.678958 = -1979085.853257
  nChanged 0
		SP:Iteration 91F (6764.580000 sec): 3 clusters
  Score: Raw -1983824.532215 + Penalty 4738.678958 = -1979085.853257
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6764.590000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6764.590000 sec): 3 clusters
  Score: Raw -73220.538390 + Penalty 3074.445443 = -70146.092947
  nChanged 94
		SP:Iteration 1F (6764.590000 sec): 3 clusters
  Score: Raw -73398.209333 + Penalty 3074.445443 = -70323.763890
  nChanged 16
		SP:Iteration 2Q (6764.590000 sec): 3 clusters
  Score: Raw -73433.573290 + Penalty 3074.445443 = -70359.127847
  nChanged 9
		SP:Iteration 3Q (6764.590000 sec): 3 clusters
  Score: Raw -73452.700182 + Penalty 3074.445443 = -70378.254738
  nChanged 6
		SP:Iteration 4Q (6764.600000 sec): 3 clusters
  Score: Raw -73465.057632 + Penalty 3074.445443 = -70390.612188
  nChanged 3
		SP:Iteration 5Q (6764.600000 sec): 3 clusters
  Score: Raw -73471.103968 + Penalty 3074.445443 = -70396.658525
  nChanged 3
		SP:Iteration 6Q (6764.600000 sec): 3 clusters
  Score: Raw -73479.319009 + Penalty 3074.445443 = -70404.873566
  nChanged 5
		SP:Iteration 7Q (6764.600000 sec): 3 clusters
  Score: Raw -73490.209662 + Penalty 3074.445443 = -70415.764218
  nChanged 1
		SP:Iteration 8Q (6764.610000 sec): 3 clusters
  Score: Raw -73496.393007 + Penalty 3074.445443 = -70421.947564
  nChanged 2
		SP:Iteration 9Q (6764.610000 sec): 3 clusters
  Score: Raw -73503.490026 + Penalty 3074.445443 = -70429.044583
  nChanged 0
		SP:Iteration 10F (6764.610000 sec): 3 clusters
  Score: Raw -73503.490026 + Penalty 3074.445443 = -70429.044583
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6764.620000 sec): 2 clusters
  Score: Raw -311484.322142 + Penalty 1906.964035 = -309577.358108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6764.630000 sec): 3 clusters
  Score: Raw -310656.079511 + Penalty 3813.928069 = -306842.151442
  nChanged 729
		SP:Iteration 1F (6764.630000 sec): 3 clusters
  Score: Raw -311152.170677 + Penalty 3813.928069 = -307338.242607
  nChanged 157
		SP:Iteration 2F (6764.640000 sec): 3 clusters
  Score: Raw -311282.449021 + Penalty 3813.928069 = -307468.520951
  nChanged 90
		SP:Iteration 3Q (6764.650000 sec): 3 clusters
  Score: Raw -311352.359907 + Penalty 3813.928069 = -307538.431837
  nChanged 49
		SP:Iteration 4Q (6764.660000 sec): 3 clusters
  Score: Raw -311386.187671 + Penalty 3813.928069 = -307572.259601
  nChanged 38
		SP:Iteration 5Q (6764.670000 sec): 3 clusters
  Score: Raw -311416.475118 + Penalty 3813.928069 = -307602.547049
  nChanged 40
		SP:Iteration 6Q (6764.670000 sec): 3 clusters
  Score: Raw -311449.097980 + Penalty 3813.928069 = -307635.169911
  nChanged 46
		SP:Iteration 7Q (6764.680000 sec): 3 clusters
  Score: Raw -311482.686790 + Penalty 3813.928069 = -307668.758720
  nChanged 38
		SP:Iteration 8Q (6764.690000 sec): 3 clusters
  Score: Raw -311510.348326 + Penalty 3813.928069 = -307696.420257
  nChanged 30
		SP:Iteration 9Q (6764.690000 sec): 3 clusters
  Score: Raw -311527.279289 + Penalty 3813.928069 = -307713.351220
  nChanged 19
		SP:Iteration 10Q (6764.700000 sec): 3 clusters
  Score: Raw -311539.333893 + Penalty 3813.928069 = -307725.405824
  nChanged 16
		SP:Iteration 11Q (6764.710000 sec): 3 clusters
  Score: Raw -311550.052665 + Penalty 3813.928069 = -307736.124595
  nChanged 16
		SP:Iteration 12Q (6764.720000 sec): 3 clusters
  Score: Raw -311560.105076 + Penalty 3813.928069 = -307746.177007
  nChanged 16
		SP:Iteration 13Q (6764.730000 sec): 3 clusters
  Score: Raw -311571.840056 + Penalty 3813.928069 = -307757.911986
  nChanged 16
		SP:Iteration 14Q (6764.730000 sec): 3 clusters
  Score: Raw -311581.227877 + Penalty 3813.928069 = -307767.299808
  nChanged 16
		SP:Iteration 15Q (6764.740000 sec): 3 clusters
  Score: Raw -311594.268059 + Penalty 3813.928069 = -307780.339989
  nChanged 22
		SP:Iteration 16Q (6764.750000 sec): 3 clusters
  Score: Raw -311607.377571 + Penalty 3813.928069 = -307793.449502
  nChanged 10
		SP:Iteration 17Q (6764.760000 sec): 3 clusters
  Score: Raw -311613.773229 + Penalty 3813.928069 = -307799.845160
  nChanged 15
		SP:Iteration 18Q (6764.770000 sec): 3 clusters
  Score: Raw -311623.642926 + Penalty 3813.928069 = -307809.714857
  nChanged 16
		SP:Iteration 19Q (6764.770000 sec): 3 clusters
  Score: Raw -311636.161707 + Penalty 3813.928069 = -307822.233638
  nChanged 13
		SP:Iteration 20F (6764.780000 sec): 3 clusters
  Score: Raw -311644.679850 + Penalty 3813.928069 = -307830.751781
  nChanged 3
		SP:Iteration 21Q (6764.790000 sec): 3 clusters
  Score: Raw -311646.477813 + Penalty 3813.928069 = -307832.549743
  nChanged 6
		SP:Iteration 22Q (6764.790000 sec): 3 clusters
  Score: Raw -311650.546971 + Penalty 3813.928069 = -307836.618902
  nChanged 6
		SP:Iteration 23Q (6764.800000 sec): 3 clusters
  Score: Raw -311654.534708 + Penalty 3813.928069 = -307840.606638
  nChanged 4
		SP:Iteration 24Q (6764.810000 sec): 3 clusters
  Score: Raw -311657.026282 + Penalty 3813.928069 = -307843.098213
  nChanged 6
		SP:Iteration 25Q (6764.820000 sec): 3 clusters
  Score: Raw -311660.232410 + Penalty 3813.928069 = -307846.304341
  nChanged 5
		SP:Iteration 26Q (6764.830000 sec): 3 clusters
  Score: Raw -311662.937879 + Penalty 3813.928069 = -307849.009809
  nChanged 2
		SP:Iteration 27Q (6764.830000 sec): 3 clusters
  Score: Raw -311664.278468 + Penalty 3813.928069 = -307850.350398
  nChanged 5
		SP:Iteration 28Q (6764.840000 sec): 3 clusters
  Score: Raw -311666.793381 + Penalty 3813.928069 = -307852.865312
  nChanged 8
		SP:Iteration 29Q (6764.850000 sec): 3 clusters
  Score: Raw -311672.665738 + Penalty 3813.928069 = -307858.737669
  nChanged 5
		SP:Iteration 30Q (6764.860000 sec): 3 clusters
  Score: Raw -311674.894580 + Penalty 3813.928069 = -307860.966511
  nChanged 2
		SP:Iteration 31Q (6764.870000 sec): 3 clusters
  Score: Raw -311676.156869 + Penalty 3813.928069 = -307862.228800
  nChanged 0
		SP:Iteration 32F (6764.870000 sec): 3 clusters
  Score: Raw -311676.156869 + Penalty 3813.928069 = -307862.228800
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31539 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6764.980000 sec): 2 clusters
  Score: Raw -4606417.984295 + Penalty 2569.027078 = -4603848.957217
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6765.090000 sec): 3 clusters
  Score: Raw -4587590.371160 + Penalty 5138.054157 = -4582452.317003
  nChanged 14098
		SP:Iteration 1F (6765.210000 sec): 3 clusters
  Score: Raw -4595363.879552 + Penalty 5138.054157 = -4590225.825396
  nChanged 1411
		SP:Iteration 2Q (6765.330000 sec): 3 clusters
  Score: Raw -4595827.538484 + Penalty 5138.054157 = -4590689.484327
  nChanged 1309
		SP:Iteration 3Q (6765.450000 sec): 3 clusters
  Score: Raw -4596333.557085 + Penalty 5138.054157 = -4591195.502928
  nChanged 1351
		SP:Iteration 4Q (6765.560000 sec): 3 clusters
  Score: Raw -4596924.111497 + Penalty 5138.054157 = -4591786.057341
  nChanged 1463
		SP:Iteration 5Q (6765.680000 sec): 3 clusters
  Score: Raw -4597659.004680 + Penalty 5138.054157 = -4592520.950524
  nChanged 1721
		SP:Iteration 6F (6765.800000 sec): 3 clusters
  Score: Raw -4598658.604662 + Penalty 5138.054157 = -4593520.550505
  nChanged 1936
		SP:Iteration 7F (6765.910000 sec): 3 clusters
  Score: Raw -4599884.037374 + Penalty 5138.054157 = -4594745.983218
  nChanged 2051
		SP:Iteration 8F (6766.030000 sec): 3 clusters
  Score: Raw -4601237.724275 + Penalty 5138.054157 = -4596099.670119
  nChanged 1912
		SP:Iteration 9F (6766.140000 sec): 3 clusters
  Score: Raw -4602587.704283 + Penalty 5138.054157 = -4597449.650126
  nChanged 1646
		SP:Iteration 10F (6766.260000 sec): 3 clusters
  Score: Raw -4603854.163953 + Penalty 5138.054157 = -4598716.109796
  nChanged 1323
		SP:Iteration 11Q (6766.370000 sec): 3 clusters
  Score: Raw -4605158.191847 + Penalty 5138.054157 = -4600020.137691
  nChanged 885
		SP:Iteration 12Q (6766.490000 sec): 3 clusters
  Score: Raw -4606382.740501 + Penalty 5138.054157 = -4601244.686344
  nChanged 538
		SP:Iteration 13Q (6766.590000 sec): 3 clusters
  Score: Raw -4606837.420543 + Penalty 5138.054157 = -4601699.366387
  nChanged 360
		SP:Iteration 14Q (6766.690000 sec): 3 clusters
  Score: Raw -4607003.169028 + Penalty 5138.054157 = -4601865.114871
  nChanged 274
		SP:Iteration 15Q (6766.790000 sec): 3 clusters
  Score: Raw -4607112.150044 + Penalty 5138.054157 = -4601974.095887
  nChanged 218
		SP:Iteration 16Q (6766.880000 sec): 3 clusters
  Score: Raw -4607187.452241 + Penalty 5138.054157 = -4602049.398084
  nChanged 184
		SP:Iteration 17Q (6766.970000 sec): 3 clusters
  Score: Raw -4607247.888041 + Penalty 5138.054157 = -4602109.833884
  nChanged 156
		SP:Iteration 18Q (6767.070000 sec): 3 clusters
  Score: Raw -4607290.300086 + Penalty 5138.054157 = -4602152.245930
  nChanged 104
		SP:Iteration 19Q (6767.160000 sec): 3 clusters
  Score: Raw -4607315.187813 + Penalty 5138.054157 = -4602177.133656
  nChanged 99
		SP:Iteration 20F (6767.280000 sec): 3 clusters
  Score: Raw -4607338.237510 + Penalty 5138.054157 = -4602200.183353
  nChanged 74
		SP:Iteration 21Q (6767.370000 sec): 3 clusters
  Score: Raw -4607354.436363 + Penalty 5138.054157 = -4602216.382206
  nChanged 58
		SP:Iteration 22Q (6767.460000 sec): 3 clusters
  Score: Raw -4607365.993024 + Penalty 5138.054157 = -4602227.938868
  nChanged 55
		SP:Iteration 23Q (6767.550000 sec): 3 clusters
  Score: Raw -4607374.975525 + Penalty 5138.054157 = -4602236.921368
  nChanged 42
		SP:Iteration 24Q (6767.640000 sec): 3 clusters
  Score: Raw -4607381.870250 + Penalty 5138.054157 = -4602243.816093
  nChanged 33
		SP:Iteration 25Q (6767.730000 sec): 3 clusters
  Score: Raw -4607389.149444 + Penalty 5138.054157 = -4602251.095287
  nChanged 31
		SP:Iteration 26Q (6767.820000 sec): 3 clusters
  Score: Raw -4607394.848824 + Penalty 5138.054157 = -4602256.794668
  nChanged 27
		SP:Iteration 27Q (6767.910000 sec): 3 clusters
  Score: Raw -4607399.308017 + Penalty 5138.054157 = -4602261.253860
  nChanged 17
		SP:Iteration 28Q (6768.000000 sec): 3 clusters
  Score: Raw -4607401.798075 + Penalty 5138.054157 = -4602263.743919
  nChanged 15
		SP:Iteration 29Q (6768.090000 sec): 3 clusters
  Score: Raw -4607404.225232 + Penalty 5138.054157 = -4602266.171075
  nChanged 12
		SP:Iteration 30Q (6768.180000 sec): 3 clusters
  Score: Raw -4607406.014037 + Penalty 5138.054157 = -4602267.959880
  nChanged 7
		SP:Iteration 31Q (6768.270000 sec): 3 clusters
  Score: Raw -4607406.965871 + Penalty 5138.054157 = -4602268.911714
  nChanged 9
		SP:Iteration 32Q (6768.360000 sec): 3 clusters
  Score: Raw -4607407.838189 + Penalty 5138.054157 = -4602269.784032
  nChanged 8
		SP:Iteration 33Q (6768.450000 sec): 3 clusters
  Score: Raw -4607408.818829 + Penalty 5138.054157 = -4602270.764672
  nChanged 7
		SP:Iteration 34Q (6768.540000 sec): 3 clusters
  Score: Raw -4607409.676586 + Penalty 5138.054157 = -4602271.622430
  nChanged 9
		SP:Iteration 35Q (6768.630000 sec): 3 clusters
  Score: Raw -4607410.903662 + Penalty 5138.054157 = -4602272.849506
  nChanged 11
		SP:Iteration 36Q (6768.720000 sec): 3 clusters
  Score: Raw -4607412.538161 + Penalty 5138.054157 = -4602274.484005
  nChanged 10
		SP:Iteration 37Q (6768.810000 sec): 3 clusters
  Score: Raw -4607414.168224 + Penalty 5138.054157 = -4602276.114068
  nChanged 9
		SP:Iteration 38Q (6768.900000 sec): 3 clusters
  Score: Raw -4607415.252869 + Penalty 5138.054157 = -4602277.198712
  nChanged 12
		SP:Iteration 39Q (6768.990000 sec): 3 clusters
  Score: Raw -4607416.932157 + Penalty 5138.054157 = -4602278.878001
  nChanged 16
		SP:Iteration 40F (6769.110000 sec): 3 clusters
  Score: Raw -4607419.842734 + Penalty 5138.054157 = -4602281.788578
  nChanged 17
		SP:Iteration 41Q (6769.190000 sec): 3 clusters
  Score: Raw -4607422.132167 + Penalty 5138.054157 = -4602284.078010
  nChanged 10
		SP:Iteration 42Q (6769.290000 sec): 3 clusters
  Score: Raw -4607424.057435 + Penalty 5138.054157 = -4602286.003279
  nChanged 15
		SP:Iteration 43Q (6769.370000 sec): 3 clusters
  Score: Raw -4607427.088275 + Penalty 5138.054157 = -4602289.034118
  nChanged 14
		SP:Iteration 44Q (6769.470000 sec): 3 clusters
  Score: Raw -4607429.173567 + Penalty 5138.054157 = -4602291.119411
  nChanged 10
		SP:Iteration 45Q (6769.550000 sec): 3 clusters
  Score: Raw -4607430.833956 + Penalty 5138.054157 = -4602292.779800
  nChanged 15
		SP:Iteration 46Q (6769.640000 sec): 3 clusters
  Score: Raw -4607434.538720 + Penalty 5138.054157 = -4602296.484563
  nChanged 17
		SP:Iteration 47Q (6769.730000 sec): 3 clusters
  Score: Raw -4607436.762801 + Penalty 5138.054157 = -4602298.708645
  nChanged 9
		SP:Iteration 48Q (6769.820000 sec): 3 clusters
  Score: Raw -4607438.246787 + Penalty 5138.054157 = -4602300.192630
  nChanged 8
		SP:Iteration 49Q (6769.910000 sec): 3 clusters
  Score: Raw -4607439.453876 + Penalty 5138.054157 = -4602301.399719
  nChanged 4
		SP:Iteration 50Q (6770.000000 sec): 3 clusters
  Score: Raw -4607440.090868 + Penalty 5138.054157 = -4602302.036712
  nChanged 6
		SP:Iteration 51Q (6770.090000 sec): 3 clusters
  Score: Raw -4607441.033397 + Penalty 5138.054157 = -4602302.979240
  nChanged 4
		SP:Iteration 52Q (6770.170000 sec): 3 clusters
  Score: Raw -4607441.527089 + Penalty 5138.054157 = -4602303.472933
  nChanged 3
		SP:Iteration 53Q (6770.270000 sec): 3 clusters
  Score: Raw -4607441.922142 + Penalty 5138.054157 = -4602303.867985
  nChanged 1
		SP:Iteration 54Q (6770.350000 sec): 3 clusters
  Score: Raw -4607442.081400 + Penalty 5138.054157 = -4602304.027243
  nChanged 0
		SP:Iteration 55F (6770.470000 sec): 3 clusters
  Score: Raw -4607442.081400 + Penalty 5138.054157 = -4602304.027243
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6770.790000 sec): 2 clusters
  Score: Raw -14358616.355029 + Penalty 2852.078443 = -14355764.276586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6771.150000 sec): 3 clusters
  Score: Raw -14295472.971536 + Penalty 5704.156886 = -14289768.814650
  nChanged 46427
		SP:Iteration 1F (6771.520000 sec): 3 clusters
  Score: Raw -14321884.346806 + Penalty 5704.156886 = -14316180.189920
  nChanged 3452
		SP:Iteration 2Q (6771.890000 sec): 3 clusters
  Score: Raw -14322739.852288 + Penalty 5704.156886 = -14317035.695402
  nChanged 3532
		SP:Iteration 3Q (6772.260000 sec): 3 clusters
  Score: Raw -14323664.137365 + Penalty 5704.156886 = -14317959.980479
  nChanged 3579
		SP:Iteration 4Q (6772.630000 sec): 3 clusters
  Score: Raw -14324686.748479 + Penalty 5704.156886 = -14318982.591592
  nChanged 3680
		SP:Iteration 5Q (6773.000000 sec): 3 clusters
  Score: Raw -14325851.607825 + Penalty 5704.156886 = -14320147.450939
  nChanged 4024
		SP:Iteration 6Q (6773.370000 sec): 3 clusters
  Score: Raw -14327262.255917 + Penalty 5704.156886 = -14321558.099031
  nChanged 4326
		SP:Iteration 7Q (6773.740000 sec): 3 clusters
  Score: Raw -14328887.630766 + Penalty 5704.156886 = -14323183.473880
  nChanged 4459
		SP:Iteration 8Q (6774.110000 sec): 3 clusters
  Score: Raw -14330795.652643 + Penalty 5704.156886 = -14325091.495757
  nChanged 4876
		SP:Iteration 9Q (6774.490000 sec): 3 clusters
  Score: Raw -14333245.055961 + Penalty 5704.156886 = -14327540.899074
  nChanged 5140
		SP:Iteration 10F (6774.850000 sec): 3 clusters
  Score: Raw -14336231.211757 + Penalty 5704.156886 = -14330527.054871
  nChanged 5096
		SP:Iteration 11F (6775.210000 sec): 3 clusters
  Score: Raw -14339544.254035 + Penalty 5704.156886 = -14333840.097149
  nChanged 4860
		SP:Iteration 12Q (6775.580000 sec): 3 clusters
  Score: Raw -14342983.032775 + Penalty 5704.156886 = -14337278.875889
  nChanged 4136
		SP:Iteration 13Q (6775.950000 sec): 3 clusters
  Score: Raw -14345903.263697 + Penalty 5704.156886 = -14340199.106811
  nChanged 3458
		SP:Iteration 14Q (6776.300000 sec): 3 clusters
  Score: Raw -14348125.627640 + Penalty 5704.156886 = -14342421.470754
  nChanged 2897
		SP:Iteration 15Q (6776.640000 sec): 3 clusters
  Score: Raw -14349819.038045 + Penalty 5704.156886 = -14344114.881159
  nChanged 2455
		SP:Iteration 16Q (6776.970000 sec): 3 clusters
  Score: Raw -14351181.775798 + Penalty 5704.156886 = -14345477.618912
  nChanged 2192
		SP:Iteration 17Q (6777.290000 sec): 3 clusters
  Score: Raw -14352399.817738 + Penalty 5704.156886 = -14346695.660852
  nChanged 2086
		SP:Iteration 18Q (6777.600000 sec): 3 clusters
  Score: Raw -14353570.896360 + Penalty 5704.156886 = -14347866.739474
  nChanged 1815
		SP:Iteration 19Q (6777.900000 sec): 3 clusters
  Score: Raw -14354594.898660 + Penalty 5704.156886 = -14348890.741774
  nChanged 1674
		SP:Iteration 20F (6778.260000 sec): 3 clusters
  Score: Raw -14355564.034719 + Penalty 5704.156886 = -14349859.877832
  nChanged 1413
		SP:Iteration 21Q (6778.550000 sec): 3 clusters
  Score: Raw -14356403.307844 + Penalty 5704.156886 = -14350699.150958
  nChanged 1161
		SP:Iteration 22Q (6778.830000 sec): 3 clusters
  Score: Raw -14357103.332793 + Penalty 5704.156886 = -14351399.175907
  nChanged 938
		SP:Iteration 23Q (6779.110000 sec): 3 clusters
  Score: Raw -14357672.320468 + Penalty 5704.156886 = -14351968.163582
  nChanged 746
		SP:Iteration 24Q (6779.380000 sec): 3 clusters
  Score: Raw -14358128.046689 + Penalty 5704.156886 = -14352423.889803
  nChanged 563
		SP:Iteration 25Q (6779.650000 sec): 3 clusters
  Score: Raw -14358457.613295 + Penalty 5704.156886 = -14352753.456409
  nChanged 407
		SP:Iteration 26Q (6779.910000 sec): 3 clusters
  Score: Raw -14358688.118802 + Penalty 5704.156886 = -14352983.961916
  nChanged 269
		SP:Iteration 27Q (6780.170000 sec): 3 clusters
  Score: Raw -14358844.570119 + Penalty 5704.156886 = -14353140.413233
  nChanged 210
		SP:Iteration 28Q (6780.430000 sec): 3 clusters
  Score: Raw -14358959.672029 + Penalty 5704.156886 = -14353255.515143
  nChanged 141
		SP:Iteration 29Q (6780.690000 sec): 3 clusters
  Score: Raw -14359025.881543 + Penalty 5704.156886 = -14353321.724657
  nChanged 83
		SP:Iteration 30Q (6780.950000 sec): 3 clusters
  Score: Raw -14359064.814822 + Penalty 5704.156886 = -14353360.657936
  nChanged 66
		SP:Iteration 31Q (6781.210000 sec): 3 clusters
  Score: Raw -14359094.144037 + Penalty 5704.156886 = -14353389.987151
  nChanged 54
		SP:Iteration 32Q (6781.460000 sec): 3 clusters
  Score: Raw -14359127.129109 + Penalty 5704.156886 = -14353422.972223
  nChanged 49
		SP:Iteration 33Q (6781.710000 sec): 3 clusters
  Score: Raw -14359156.471294 + Penalty 5704.156886 = -14353452.314408
  nChanged 40
		SP:Iteration 34Q (6781.970000 sec): 3 clusters
  Score: Raw -14359175.880289 + Penalty 5704.156886 = -14353471.723403
  nChanged 34
		SP:Iteration 35Q (6782.220000 sec): 3 clusters
  Score: Raw -14359190.917102 + Penalty 5704.156886 = -14353486.760216
  nChanged 19
		SP:Iteration 36Q (6782.480000 sec): 3 clusters
  Score: Raw -14359200.068923 + Penalty 5704.156886 = -14353495.912037
  nChanged 18
		SP:Iteration 37Q (6782.730000 sec): 3 clusters
  Score: Raw -14359208.299898 + Penalty 5704.156886 = -14353504.143012
  nChanged 23
		SP:Iteration 38Q (6782.990000 sec): 3 clusters
  Score: Raw -14359218.569811 + Penalty 5704.156886 = -14353514.412925
  nChanged 17
		SP:Iteration 39Q (6783.240000 sec): 3 clusters
  Score: Raw -14359228.485401 + Penalty 5704.156886 = -14353524.328515
  nChanged 13
		SP:Iteration 40F (6783.590000 sec): 3 clusters
  Score: Raw -14359235.043760 + Penalty 5704.156886 = -14353530.886874
  nChanged 10
		SP:Iteration 41Q (6783.850000 sec): 3 clusters
  Score: Raw -14359239.962116 + Penalty 5704.156886 = -14353535.805230
  nChanged 7
		SP:Iteration 42Q (6784.100000 sec): 3 clusters
  Score: Raw -14359243.678200 + Penalty 5704.156886 = -14353539.521314
  nChanged 6
		SP:Iteration 43Q (6784.360000 sec): 3 clusters
  Score: Raw -14359246.560637 + Penalty 5704.156886 = -14353542.403751
  nChanged 4
		SP:Iteration 44Q (6784.610000 sec): 3 clusters
  Score: Raw -14359247.693260 + Penalty 5704.156886 = -14353543.536374
  nChanged 1
		SP:Iteration 45Q (6784.870000 sec): 3 clusters
  Score: Raw -14359247.858152 + Penalty 5704.156886 = -14353543.701266
  nChanged 0
		SP:Iteration 46F (6785.220000 sec): 3 clusters
  Score: Raw -14359247.858152 + Penalty 5704.156886 = -14353543.701266
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6785.350000 sec): 2 clusters
  Score: Raw -5603362.844415 + Penalty 2602.846611 = -5600759.997804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6785.490000 sec): 3 clusters
  Score: Raw -5581297.617493 + Penalty 5205.693221 = -5576091.924271
  nChanged 16528
		SP:Iteration 1F (6785.620000 sec): 3 clusters
  Score: Raw -5590261.423605 + Penalty 5205.693221 = -5585055.730384
  nChanged 1580
		SP:Iteration 2Q (6785.750000 sec): 3 clusters
  Score: Raw -5590739.403586 + Penalty 5205.693221 = -5585533.710365
  nChanged 1428
		SP:Iteration 3Q (6785.890000 sec): 3 clusters
  Score: Raw -5591179.747081 + Penalty 5205.693221 = -5585974.053860
  nChanged 1366
		SP:Iteration 4Q (6786.020000 sec): 3 clusters
  Score: Raw -5591576.775893 + Penalty 5205.693221 = -5586371.082672
  nChanged 1337
		SP:Iteration 5Q (6786.160000 sec): 3 clusters
  Score: Raw -5591990.059296 + Penalty 5205.693221 = -5586784.366075
  nChanged 1253
		SP:Iteration 6Q (6786.290000 sec): 3 clusters
  Score: Raw -5592385.598713 + Penalty 5205.693221 = -5587179.905492
  nChanged 1285
		SP:Iteration 7Q (6786.430000 sec): 3 clusters
  Score: Raw -5592804.129250 + Penalty 5205.693221 = -5587598.436028
  nChanged 1317
		SP:Iteration 8Q (6786.560000 sec): 3 clusters
  Score: Raw -5593302.638534 + Penalty 5205.693221 = -5588096.945313
  nChanged 1397
		SP:Iteration 9Q (6786.690000 sec): 3 clusters
  Score: Raw -5593956.151942 + Penalty 5205.693221 = -5588750.458721
  nChanged 1585
		SP:Iteration 10Q (6786.830000 sec): 3 clusters
  Score: Raw -5594776.723531 + Penalty 5205.693221 = -5589571.030310
  nChanged 1683
		SP:Iteration 11Q (6786.960000 sec): 3 clusters
  Score: Raw -5595792.112776 + Penalty 5205.693221 = -5590586.419555
  nChanged 1714
		SP:Iteration 12Q (6787.100000 sec): 3 clusters
  Score: Raw -5596950.799350 + Penalty 5205.693221 = -5591745.106129
  nChanged 1603
		SP:Iteration 13Q (6787.230000 sec): 3 clusters
  Score: Raw -5598009.950567 + Penalty 5205.693221 = -5592804.257346
  nChanged 1378
		SP:Iteration 14Q (6787.360000 sec): 3 clusters
  Score: Raw -5598815.761266 + Penalty 5205.693221 = -5593610.068045
  nChanged 1026
		SP:Iteration 15Q (6787.490000 sec): 3 clusters
  Score: Raw -5599357.897946 + Penalty 5205.693221 = -5594152.204724
  nChanged 850
		SP:Iteration 16Q (6787.610000 sec): 3 clusters
  Score: Raw -5599779.437576 + Penalty 5205.693221 = -5594573.744354
  nChanged 736
		SP:Iteration 17Q (6787.730000 sec): 3 clusters
  Score: Raw -5600122.485446 + Penalty 5205.693221 = -5594916.792225
  nChanged 673
		SP:Iteration 18Q (6787.840000 sec): 3 clusters
  Score: Raw -5600432.204287 + Penalty 5205.693221 = -5595226.511066
  nChanged 626
		SP:Iteration 19Q (6787.960000 sec): 3 clusters
  Score: Raw -5600723.390649 + Penalty 5205.693221 = -5595517.697428
  nChanged 611
		SP:Iteration 20F (6788.090000 sec): 3 clusters
  Score: Raw -5601001.419466 + Penalty 5205.693221 = -5595795.726244
  nChanged 529
		SP:Iteration 21Q (6788.190000 sec): 3 clusters
  Score: Raw -5601242.392955 + Penalty 5205.693221 = -5596036.699734
  nChanged 528
		SP:Iteration 22Q (6788.310000 sec): 3 clusters
  Score: Raw -5601502.700330 + Penalty 5205.693221 = -5596297.007109
  nChanged 500
		SP:Iteration 23Q (6788.410000 sec): 3 clusters
  Score: Raw -5601772.857242 + Penalty 5205.693221 = -5596567.164021
  nChanged 483
		SP:Iteration 24Q (6788.520000 sec): 3 clusters
  Score: Raw -5602054.380094 + Penalty 5205.693221 = -5596848.686873
  nChanged 482
		SP:Iteration 25Q (6788.620000 sec): 3 clusters
  Score: Raw -5602351.352170 + Penalty 5205.693221 = -5597145.658948
  nChanged 412
		SP:Iteration 26Q (6788.720000 sec): 3 clusters
  Score: Raw -5602624.573569 + Penalty 5205.693221 = -5597418.880348
  nChanged 365
		SP:Iteration 27Q (6788.820000 sec): 3 clusters
  Score: Raw -5602874.819032 + Penalty 5205.693221 = -5597669.125810
  nChanged 298
		SP:Iteration 28Q (6788.920000 sec): 3 clusters
  Score: Raw -5603075.182230 + Penalty 5205.693221 = -5597869.489009
  nChanged 240
		SP:Iteration 29Q (6789.020000 sec): 3 clusters
  Score: Raw -5603245.789249 + Penalty 5205.693221 = -5598040.096028
  nChanged 167
		SP:Iteration 30Q (6789.110000 sec): 3 clusters
  Score: Raw -5603353.359275 + Penalty 5205.693221 = -5598147.666054
  nChanged 118
		SP:Iteration 31Q (6789.210000 sec): 3 clusters
  Score: Raw -5603434.327403 + Penalty 5205.693221 = -5598228.634182
  nChanged 73
		SP:Iteration 32Q (6789.300000 sec): 3 clusters
  Score: Raw -5603477.765710 + Penalty 5205.693221 = -5598272.072489
  nChanged 57
		SP:Iteration 33Q (6789.400000 sec): 3 clusters
  Score: Raw -5603521.353498 + Penalty 5205.693221 = -5598315.660276
  nChanged 49
		SP:Iteration 34Q (6789.490000 sec): 3 clusters
  Score: Raw -5603565.220219 + Penalty 5205.693221 = -5598359.526997
  nChanged 27
		SP:Iteration 35Q (6789.590000 sec): 3 clusters
  Score: Raw -5603585.116348 + Penalty 5205.693221 = -5598379.423127
  nChanged 25
		SP:Iteration 36Q (6789.680000 sec): 3 clusters
  Score: Raw -5603606.136716 + Penalty 5205.693221 = -5598400.443495
  nChanged 28
		SP:Iteration 37Q (6789.770000 sec): 3 clusters
  Score: Raw -5603626.764386 + Penalty 5205.693221 = -5598421.071164
  nChanged 24
		SP:Iteration 38Q (6789.860000 sec): 3 clusters
  Score: Raw -5603645.093397 + Penalty 5205.693221 = -5598439.400176
  nChanged 14
		SP:Iteration 39Q (6789.950000 sec): 3 clusters
  Score: Raw -5603655.424558 + Penalty 5205.693221 = -5598449.731337
  nChanged 11
		SP:Iteration 40F (6790.080000 sec): 3 clusters
  Score: Raw -5603663.521202 + Penalty 5205.693221 = -5598457.827980
  nChanged 10
		SP:Iteration 41Q (6790.170000 sec): 3 clusters
  Score: Raw -5603671.232691 + Penalty 5205.693221 = -5598465.539470
  nChanged 10
		SP:Iteration 42Q (6790.270000 sec): 3 clusters
  Score: Raw -5603681.057557 + Penalty 5205.693221 = -5598475.364336
  nChanged 11
		SP:Iteration 43Q (6790.360000 sec): 3 clusters
  Score: Raw -5603690.655830 + Penalty 5205.693221 = -5598484.962609
  nChanged 8
		SP:Iteration 44Q (6790.450000 sec): 3 clusters
  Score: Raw -5603696.637420 + Penalty 5205.693221 = -5598490.944199
  nChanged 6
		SP:Iteration 45Q (6790.540000 sec): 3 clusters
  Score: Raw -5603701.242786 + Penalty 5205.693221 = -5598495.549565
  nChanged 2
		SP:Iteration 46Q (6790.630000 sec): 3 clusters
  Score: Raw -5603702.274572 + Penalty 5205.693221 = -5598496.581351
  nChanged 1
		SP:Iteration 47Q (6790.730000 sec): 3 clusters
  Score: Raw -5603703.495009 + Penalty 5205.693221 = -5598497.801788
  nChanged 4
		SP:Iteration 48Q (6790.810000 sec): 3 clusters
  Score: Raw -5603705.551551 + Penalty 5205.693221 = -5598499.858330
  nChanged 2
		SP:Iteration 49Q (6790.910000 sec): 3 clusters
  Score: Raw -5603706.432166 + Penalty 5205.693221 = -5598500.738945
  nChanged 2
		SP:Iteration 50Q (6791.000000 sec): 3 clusters
  Score: Raw -5603707.007473 + Penalty 5205.693221 = -5598501.314252
  nChanged 1
		SP:Iteration 51Q (6791.090000 sec): 3 clusters
  Score: Raw -5603708.085720 + Penalty 5205.693221 = -5598502.392499
  nChanged 1
		SP:Iteration 52Q (6791.180000 sec): 3 clusters
  Score: Raw -5603709.520490 + Penalty 5205.693221 = -5598503.827268
  nChanged 3
		SP:Iteration 53Q (6791.280000 sec): 3 clusters
  Score: Raw -5603713.782699 + Penalty 5205.693221 = -5598508.089478
  nChanged 1
		SP:Iteration 54Q (6791.370000 sec): 3 clusters
  Score: Raw -5603715.168984 + Penalty 5205.693221 = -5598509.475762
  nChanged 3
		SP:Iteration 55Q (6791.460000 sec): 3 clusters
  Score: Raw -5603717.948836 + Penalty 5205.693221 = -5598512.255615
  nChanged 4
		SP:Iteration 56Q (6791.550000 sec): 3 clusters
  Score: Raw -5603720.438225 + Penalty 5205.693221 = -5598514.745004
  nChanged 3
		SP:Iteration 57Q (6791.640000 sec): 3 clusters
  Score: Raw -5603723.100121 + Penalty 5205.693221 = -5598517.406899
  nChanged 4
		SP:Iteration 58Q (6791.730000 sec): 3 clusters
  Score: Raw -5603726.759819 + Penalty 5205.693221 = -5598521.066597
  nChanged 0
		SP:Iteration 59F (6791.860000 sec): 3 clusters
  Score: Raw -5603726.759819 + Penalty 5205.693221 = -5598521.066597
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6792.180000 sec): 2 clusters
  Score: Raw -14573736.013139 + Penalty 2851.849794 = -14570884.163345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6792.540000 sec): 3 clusters
  Score: Raw -14510673.941417 + Penalty 5703.699588 = -14504970.241829
  nChanged 46704
		SP:Iteration 1F (6792.910000 sec): 3 clusters
  Score: Raw -14536918.501620 + Penalty 5703.699588 = -14531214.802032
  nChanged 2965
		SP:Iteration 2Q (6793.280000 sec): 3 clusters
  Score: Raw -14537530.279475 + Penalty 5703.699588 = -14531826.579887
  nChanged 2919
		SP:Iteration 3Q (6793.660000 sec): 3 clusters
  Score: Raw -14538178.682952 + Penalty 5703.699588 = -14532474.983364
  nChanged 3039
		SP:Iteration 4Q (6794.030000 sec): 3 clusters
  Score: Raw -14538902.554430 + Penalty 5703.699588 = -14533198.854842
  nChanged 3219
		SP:Iteration 5Q (6794.400000 sec): 3 clusters
  Score: Raw -14539798.246654 + Penalty 5703.699588 = -14534094.547066
  nChanged 3708
		SP:Iteration 6Q (6794.770000 sec): 3 clusters
  Score: Raw -14541100.024013 + Penalty 5703.699588 = -14535396.324425
  nChanged 4608
		SP:Iteration 7Q (6795.140000 sec): 3 clusters
  Score: Raw -14543182.199749 + Penalty 5703.699588 = -14537478.500161
  nChanged 5645
		SP:Iteration 8F (6795.510000 sec): 3 clusters
  Score: Raw -14546400.209370 + Penalty 5703.699588 = -14540696.509782
  nChanged 6753
		SP:Iteration 9F (6795.870000 sec): 3 clusters
  Score: Raw -14551107.568297 + Penalty 5703.699588 = -14545403.868709
  nChanged 7327
		SP:Iteration 10F (6796.240000 sec): 3 clusters
  Score: Raw -14556995.512361 + Penalty 5703.699588 = -14551291.812773
  nChanged 6908
		SP:Iteration 11F (6796.600000 sec): 3 clusters
  Score: Raw -14562946.361360 + Penalty 5703.699588 = -14557242.661772
  nChanged 5352
		SP:Iteration 12F (6796.960000 sec): 3 clusters
  Score: Raw -14567653.880872 + Penalty 5703.699588 = -14561950.181284
  nChanged 3507
		SP:Iteration 13Q (6797.300000 sec): 3 clusters
  Score: Raw -14570726.335490 + Penalty 5703.699588 = -14565022.635902
  nChanged 1937
		SP:Iteration 14Q (6797.620000 sec): 3 clusters
  Score: Raw -14572376.495988 + Penalty 5703.699588 = -14566672.796400
  nChanged 1018
		SP:Iteration 15Q (6797.920000 sec): 3 clusters
  Score: Raw -14573177.877190 + Penalty 5703.699588 = -14567474.177602
  nChanged 557
		SP:Iteration 16Q (6798.200000 sec): 3 clusters
  Score: Raw -14573606.500942 + Penalty 5703.699588 = -14567902.801354
  nChanged 336
		SP:Iteration 17Q (6798.470000 sec): 3 clusters
  Score: Raw -14573843.625729 + Penalty 5703.699588 = -14568139.926141
  nChanged 195
		SP:Iteration 18Q (6798.730000 sec): 3 clusters
  Score: Raw -14573953.347122 + Penalty 5703.699588 = -14568249.647534
  nChanged 115
		SP:Iteration 19Q (6798.990000 sec): 3 clusters
  Score: Raw -14574013.709287 + Penalty 5703.699588 = -14568310.009699
  nChanged 72
		SP:Iteration 20F (6799.340000 sec): 3 clusters
  Score: Raw -14574050.251879 + Penalty 5703.699588 = -14568346.552291
  nChanged 49
		SP:Iteration 21Q (6799.600000 sec): 3 clusters
  Score: Raw -14574078.681782 + Penalty 5703.699588 = -14568374.982194
  nChanged 44
		SP:Iteration 22Q (6799.860000 sec): 3 clusters
  Score: Raw -14574106.366953 + Penalty 5703.699588 = -14568402.667365
  nChanged 35
		SP:Iteration 23Q (6800.120000 sec): 3 clusters
  Score: Raw -14574126.768344 + Penalty 5703.699588 = -14568423.068756
  nChanged 25
		SP:Iteration 24Q (6800.370000 sec): 3 clusters
  Score: Raw -14574139.139486 + Penalty 5703.699588 = -14568435.439898
  nChanged 18
		SP:Iteration 25Q (6800.630000 sec): 3 clusters
  Score: Raw -14574150.921222 + Penalty 5703.699588 = -14568447.221634
  nChanged 18
		SP:Iteration 26Q (6800.880000 sec): 3 clusters
  Score: Raw -14574161.661284 + Penalty 5703.699588 = -14568457.961696
  nChanged 20
		SP:Iteration 27Q (6801.140000 sec): 3 clusters
  Score: Raw -14574174.344706 + Penalty 5703.699588 = -14568470.645118
  nChanged 21
		SP:Iteration 28Q (6801.400000 sec): 3 clusters
  Score: Raw -14574186.672396 + Penalty 5703.699588 = -14568482.972808
  nChanged 18
		SP:Iteration 29Q (6801.650000 sec): 3 clusters
  Score: Raw -14574195.866740 + Penalty 5703.699588 = -14568492.167152
  nChanged 9
		SP:Iteration 30Q (6801.900000 sec): 3 clusters
  Score: Raw -14574201.418256 + Penalty 5703.699588 = -14568497.718668
  nChanged 9
		SP:Iteration 31Q (6802.160000 sec): 3 clusters
  Score: Raw -14574206.715338 + Penalty 5703.699588 = -14568503.015750
  nChanged 7
		SP:Iteration 32Q (6802.410000 sec): 3 clusters
  Score: Raw -14574209.670813 + Penalty 5703.699588 = -14568505.971225
  nChanged 4
		SP:Iteration 33Q (6802.660000 sec): 3 clusters
  Score: Raw -14574211.385785 + Penalty 5703.699588 = -14568507.686197
  nChanged 1
		SP:Iteration 34Q (6802.920000 sec): 3 clusters
  Score: Raw -14574211.586340 + Penalty 5703.699588 = -14568507.886752
  nChanged 2
		SP:Iteration 35Q (6803.170000 sec): 3 clusters
  Score: Raw -14574212.553307 + Penalty 5703.699588 = -14568508.853719
  nChanged 7
		SP:Iteration 36Q (6803.420000 sec): 3 clusters
  Score: Raw -14574216.921909 + Penalty 5703.699588 = -14568513.222321
  nChanged 5
		SP:Iteration 37Q (6803.680000 sec): 3 clusters
  Score: Raw -14574220.513047 + Penalty 5703.699588 = -14568516.813459
  nChanged 9
		SP:Iteration 38Q (6803.930000 sec): 3 clusters
  Score: Raw -14574227.506316 + Penalty 5703.699588 = -14568523.806728
  nChanged 7
		SP:Iteration 39Q (6804.180000 sec): 3 clusters
  Score: Raw -14574232.200426 + Penalty 5703.699588 = -14568528.500838
  nChanged 9
		SP:Iteration 40F (6804.540000 sec): 3 clusters
  Score: Raw -14574238.357264 + Penalty 5703.699588 = -14568534.657676
  nChanged 11
		SP:Iteration 41Q (6804.800000 sec): 3 clusters
  Score: Raw -14574244.296649 + Penalty 5703.699588 = -14568540.597060
  nChanged 8
		SP:Iteration 42Q (6805.050000 sec): 3 clusters
  Score: Raw -14574248.601186 + Penalty 5703.699588 = -14568544.901598
  nChanged 5
		SP:Iteration 43Q (6805.300000 sec): 3 clusters
  Score: Raw -14574251.444584 + Penalty 5703.699588 = -14568547.744996
  nChanged 4
		SP:Iteration 44Q (6805.560000 sec): 3 clusters
  Score: Raw -14574252.981459 + Penalty 5703.699588 = -14568549.281870
  nChanged 3
		SP:Iteration 45Q (6805.810000 sec): 3 clusters
  Score: Raw -14574254.611907 + Penalty 5703.699588 = -14568550.912318
  nChanged 2
		SP:Iteration 46Q (6806.060000 sec): 3 clusters
  Score: Raw -14574255.415946 + Penalty 5703.699588 = -14568551.716358
  nChanged 0
		SP:Iteration 47F (6806.420000 sec): 3 clusters
  Score: Raw -14574255.415946 + Penalty 5703.699588 = -14568551.716358
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6806.460000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6806.460000 sec): 3 clusters
  Score: Raw -22194.248719 + Penalty 2547.356025 = -19646.892694
  nChanged 11
		SP:Iteration 1F (6806.460000 sec): 3 clusters
  Score: Raw -22258.536074 + Penalty 2547.356025 = -19711.180049
  nChanged 2
		SP:Iteration 2Q (6806.460000 sec): 3 clusters
  Score: Raw -22274.165167 + Penalty 2547.356025 = -19726.809142
  nChanged 2
		SP:Iteration 3Q (6806.460000 sec): 3 clusters
  Score: Raw -22289.870673 + Penalty 2547.356025 = -19742.514648
  nChanged 1
		SP:Iteration 4Q (6806.460000 sec): 3 clusters
  Score: Raw -22297.699492 + Penalty 2547.356025 = -19750.343467
  nChanged 0
		SP:Iteration 5F (6806.460000 sec): 3 clusters
  Score: Raw -22297.699492 + Penalty 2547.356025 = -19750.343467
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6806.630000 sec): 2 clusters
  Score: Raw -7501035.638050 + Penalty 2688.595070 = -7498347.042979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6806.820000 sec): 3 clusters
  Score: Raw -7469264.131559 + Penalty 5377.190141 = -7463886.941419
  nChanged 23704
		SP:Iteration 1F (6807.010000 sec): 3 clusters
  Score: Raw -7482231.490088 + Penalty 5377.190141 = -7476854.299948
  nChanged 1892
		SP:Iteration 2Q (6807.210000 sec): 3 clusters
  Score: Raw -7482743.464461 + Penalty 5377.190141 = -7477366.274321
  nChanged 1824
		SP:Iteration 3Q (6807.400000 sec): 3 clusters
  Score: Raw -7483283.130859 + Penalty 5377.190141 = -7477905.940718
  nChanged 1881
		SP:Iteration 4Q (6807.590000 sec): 3 clusters
  Score: Raw -7483932.315411 + Penalty 5377.190141 = -7478555.125270
  nChanged 2106
		SP:Iteration 5Q (6807.780000 sec): 3 clusters
  Score: Raw -7484742.243937 + Penalty 5377.190141 = -7479365.053796
  nChanged 2288
		SP:Iteration 6Q (6807.970000 sec): 3 clusters
  Score: Raw -7485727.995584 + Penalty 5377.190141 = -7480350.805443
  nChanged 2415
		SP:Iteration 7Q (6808.160000 sec): 3 clusters
  Score: Raw -7486877.804930 + Penalty 5377.190141 = -7481500.614789
  nChanged 2480
		SP:Iteration 8Q (6808.360000 sec): 3 clusters
  Score: Raw -7488160.069664 + Penalty 5377.190141 = -7482782.879523
  nChanged 2552
		SP:Iteration 9Q (6808.540000 sec): 3 clusters
  Score: Raw -7489483.707014 + Penalty 5377.190141 = -7484106.516873
  nChanged 2477
		SP:Iteration 10Q (6808.740000 sec): 3 clusters
  Score: Raw -7490754.563598 + Penalty 5377.190141 = -7485377.373458
  nChanged 2230
		SP:Iteration 11Q (6808.920000 sec): 3 clusters
  Score: Raw -7491843.959350 + Penalty 5377.190141 = -7486466.769209
  nChanged 2067
		SP:Iteration 12Q (6809.110000 sec): 3 clusters
  Score: Raw -7492811.868802 + Penalty 5377.190141 = -7487434.678661
  nChanged 1941
		SP:Iteration 13Q (6809.300000 sec): 3 clusters
  Score: Raw -7493730.234577 + Penalty 5377.190141 = -7488353.044436
  nChanged 1991
		SP:Iteration 14Q (6809.480000 sec): 3 clusters
  Score: Raw -7494689.537806 + Penalty 5377.190141 = -7489312.347665
  nChanged 1929
		SP:Iteration 15Q (6809.660000 sec): 3 clusters
  Score: Raw -7495651.908550 + Penalty 5377.190141 = -7490274.718409
  nChanged 1955
		SP:Iteration 16Q (6809.840000 sec): 3 clusters
  Score: Raw -7496671.851975 + Penalty 5377.190141 = -7491294.661834
  nChanged 1855
		SP:Iteration 17Q (6810.010000 sec): 3 clusters
  Score: Raw -7497660.228744 + Penalty 5377.190141 = -7492283.038603
  nChanged 1607
		SP:Iteration 18Q (6810.180000 sec): 3 clusters
  Score: Raw -7498517.238520 + Penalty 5377.190141 = -7493140.048379
  nChanged 1351
		SP:Iteration 19Q (6810.340000 sec): 3 clusters
  Score: Raw -7499242.288514 + Penalty 5377.190141 = -7493865.098373
  nChanged 1077
		SP:Iteration 20F (6810.530000 sec): 3 clusters
  Score: Raw -7499789.595804 + Penalty 5377.190141 = -7494412.405663
  nChanged 820
		SP:Iteration 21Q (6810.680000 sec): 3 clusters
  Score: Raw -7500192.389483 + Penalty 5377.190141 = -7494815.199342
  nChanged 608
		SP:Iteration 22Q (6810.830000 sec): 3 clusters
  Score: Raw -7500500.910959 + Penalty 5377.190141 = -7495123.720818
  nChanged 454
		SP:Iteration 23Q (6810.980000 sec): 3 clusters
  Score: Raw -7500724.201173 + Penalty 5377.190141 = -7495347.011032
  nChanged 320
		SP:Iteration 24Q (6811.120000 sec): 3 clusters
  Score: Raw -7500889.739657 + Penalty 5377.190141 = -7495512.549516
  nChanged 256
		SP:Iteration 25Q (6811.260000 sec): 3 clusters
  Score: Raw -7501017.728594 + Penalty 5377.190141 = -7495640.538453
  nChanged 195
		SP:Iteration 26Q (6811.400000 sec): 3 clusters
  Score: Raw -7501114.228248 + Penalty 5377.190141 = -7495737.038107
  nChanged 150
		SP:Iteration 27Q (6811.540000 sec): 3 clusters
  Score: Raw -7501192.588386 + Penalty 5377.190141 = -7495815.398245
  nChanged 113
		SP:Iteration 28Q (6811.680000 sec): 3 clusters
  Score: Raw -7501256.240066 + Penalty 5377.190141 = -7495879.049925
  nChanged 95
		SP:Iteration 29Q (6811.820000 sec): 3 clusters
  Score: Raw -7501306.332636 + Penalty 5377.190141 = -7495929.142495
  nChanged 72
		SP:Iteration 30Q (6811.950000 sec): 3 clusters
  Score: Raw -7501346.692690 + Penalty 5377.190141 = -7495969.502549
  nChanged 68
		SP:Iteration 31Q (6812.090000 sec): 3 clusters
  Score: Raw -7501384.246636 + Penalty 5377.190141 = -7496007.056495
  nChanged 47
		SP:Iteration 32Q (6812.220000 sec): 3 clusters
  Score: Raw -7501406.893374 + Penalty 5377.190141 = -7496029.703233
  nChanged 36
		SP:Iteration 33Q (6812.360000 sec): 3 clusters
  Score: Raw -7501426.362364 + Penalty 5377.190141 = -7496049.172223
  nChanged 29
		SP:Iteration 34Q (6812.490000 sec): 3 clusters
  Score: Raw -7501441.138489 + Penalty 5377.190141 = -7496063.948348
  nChanged 31
		SP:Iteration 35Q (6812.630000 sec): 3 clusters
  Score: Raw -7501455.093249 + Penalty 5377.190141 = -7496077.903108
  nChanged 26
		SP:Iteration 36Q (6812.760000 sec): 3 clusters
  Score: Raw -7501467.634327 + Penalty 5377.190141 = -7496090.444186
  nChanged 19
		SP:Iteration 37Q (6812.900000 sec): 3 clusters
  Score: Raw -7501477.543772 + Penalty 5377.190141 = -7496100.353631
  nChanged 21
		SP:Iteration 38Q (6813.030000 sec): 3 clusters
  Score: Raw -7501489.525678 + Penalty 5377.190141 = -7496112.335537
  nChanged 25
		SP:Iteration 39Q (6813.160000 sec): 3 clusters
  Score: Raw -7501503.701750 + Penalty 5377.190141 = -7496126.511609
  nChanged 19
		SP:Iteration 40F (6813.340000 sec): 3 clusters
  Score: Raw -7501510.863273 + Penalty 5377.190141 = -7496133.673132
  nChanged 10
		SP:Iteration 41Q (6813.480000 sec): 3 clusters
  Score: Raw -7501514.875132 + Penalty 5377.190141 = -7496137.684991
  nChanged 7
		SP:Iteration 42Q (6813.610000 sec): 3 clusters
  Score: Raw -7501517.255960 + Penalty 5377.190141 = -7496140.065819
  nChanged 8
		SP:Iteration 43Q (6813.740000 sec): 3 clusters
  Score: Raw -7501520.574535 + Penalty 5377.190141 = -7496143.384394
  nChanged 5
		SP:Iteration 44Q (6813.880000 sec): 3 clusters
  Score: Raw -7501523.203168 + Penalty 5377.190141 = -7496146.013027
  nChanged 6
		SP:Iteration 45Q (6814.010000 sec): 3 clusters
  Score: Raw -7501526.304659 + Penalty 5377.190141 = -7496149.114518
  nChanged 7
		SP:Iteration 46Q (6814.140000 sec): 3 clusters
  Score: Raw -7501529.618687 + Penalty 5377.190141 = -7496152.428546
  nChanged 6
		SP:Iteration 47Q (6814.280000 sec): 3 clusters
  Score: Raw -7501531.958808 + Penalty 5377.190141 = -7496154.768667
  nChanged 3
		SP:Iteration 48Q (6814.420000 sec): 3 clusters
  Score: Raw -7501532.974936 + Penalty 5377.190141 = -7496155.784795
  nChanged 4
		SP:Iteration 49Q (6814.550000 sec): 3 clusters
  Score: Raw -7501534.570816 + Penalty 5377.190141 = -7496157.380675
  nChanged 1
		SP:Iteration 50Q (6814.680000 sec): 3 clusters
  Score: Raw -7501535.051844 + Penalty 5377.190141 = -7496157.861703
  nChanged 1
		SP:Iteration 51Q (6814.810000 sec): 3 clusters
  Score: Raw -7501535.417703 + Penalty 5377.190141 = -7496158.227562
  nChanged 0
		SP:Iteration 52F (6815.000000 sec): 3 clusters
  Score: Raw -7501535.417703 + Penalty 5377.190141 = -7496158.227562
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6815.020000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6815.020000 sec): 3 clusters
  Score: Raw -76072.231751 + Penalty 3043.240186 = -73028.991565
  nChanged 119
		SP:Iteration 1F (6815.020000 sec): 3 clusters
  Score: Raw -76373.076442 + Penalty 3043.240186 = -73329.836256
  nChanged 52
		SP:Iteration 2F (6815.020000 sec): 3 clusters
  Score: Raw -76585.340447 + Penalty 3043.240186 = -73542.100261
  nChanged 36
		SP:Iteration 3F (6815.030000 sec): 3 clusters
  Score: Raw -76749.220912 + Penalty 3043.240186 = -73705.980726
  nChanged 13
		SP:Iteration 4Q (6815.030000 sec): 3 clusters
  Score: Raw -76811.341347 + Penalty 3043.240186 = -73768.101161
  nChanged 2
		SP:Iteration 5Q (6815.030000 sec): 3 clusters
  Score: Raw -76822.668545 + Penalty 3043.240186 = -73779.428359
  nChanged 1
		SP:Iteration 6Q (6815.030000 sec): 3 clusters
  Score: Raw -76832.245035 + Penalty 3043.240186 = -73789.004849
  nChanged 1
		SP:Iteration 7Q (6815.030000 sec): 3 clusters
  Score: Raw -76843.302475 + Penalty 3043.240186 = -73800.062289
  nChanged 2
		SP:Iteration 8Q (6815.030000 sec): 3 clusters
  Score: Raw -76858.296595 + Penalty 3043.240186 = -73815.056409
  nChanged 1
		SP:Iteration 9Q (6815.040000 sec): 3 clusters
  Score: Raw -76862.466949 + Penalty 3043.240186 = -73819.226763
  nChanged 1
		SP:Iteration 10Q (6815.040000 sec): 3 clusters
  Score: Raw -76864.291603 + Penalty 3043.240186 = -73821.051417
  nChanged 0
		SP:Iteration 11F (6815.040000 sec): 3 clusters
  Score: Raw -76864.291603 + Penalty 3043.240186 = -73821.051417
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6815.040000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6815.040000 sec): 3 clusters
  Score: Raw -68267.426771 + Penalty 3055.958832 = -65211.467939
  nChanged 75
		SP:Iteration 1F (6815.040000 sec): 3 clusters
  Score: Raw -68403.500674 + Penalty 3055.958832 = -65347.541842
  nChanged 18
		SP:Iteration 2Q (6815.050000 sec): 3 clusters
  Score: Raw -68448.791101 + Penalty 3055.958832 = -65392.832269
  nChanged 9
		SP:Iteration 3Q (6815.050000 sec): 3 clusters
  Score: Raw -68475.541078 + Penalty 3055.958832 = -65419.582246
  nChanged 8
		SP:Iteration 4Q (6815.050000 sec): 3 clusters
  Score: Raw -68500.355932 + Penalty 3055.958832 = -65444.397101
  nChanged 4
		SP:Iteration 5Q (6815.050000 sec): 3 clusters
  Score: Raw -68509.814912 + Penalty 3055.958832 = -65453.856081
  nChanged 0
		SP:Iteration 6F (6815.060000 sec): 3 clusters
  Score: Raw -68509.814912 + Penalty 3055.958832 = -65453.856081
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (268463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6815.940000 sec): 2 clusters
  Score: Raw -39726690.479392 + Penalty 3100.116158 = -39723590.363233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6816.940000 sec): 3 clusters
  Score: Raw -39549025.115037 + Penalty 6200.232317 = -39542824.882720
  nChanged 130098
		SP:Iteration 1F (6817.930000 sec): 3 clusters
  Score: Raw -39625461.695617 + Penalty 6200.232317 = -39619261.463300
  nChanged 6062
		SP:Iteration 2Q (6818.940000 sec): 3 clusters
  Score: Raw -39626411.481323 + Penalty 6200.232317 = -39620211.249007
  nChanged 6172
		SP:Iteration 3Q (6819.940000 sec): 3 clusters
  Score: Raw -39627443.892669 + Penalty 6200.232317 = -39621243.660352
  nChanged 6395
		SP:Iteration 4Q (6820.950000 sec): 3 clusters
  Score: Raw -39628626.541433 + Penalty 6200.232317 = -39622426.309116
  nChanged 6931
		SP:Iteration 5Q (6821.960000 sec): 3 clusters
  Score: Raw -39630173.714692 + Penalty 6200.232317 = -39623973.482376
  nChanged 8154
		SP:Iteration 6Q (6822.980000 sec): 3 clusters
  Score: Raw -39632423.641772 + Penalty 6200.232317 = -39626223.409455
  nChanged 9919
		SP:Iteration 7Q (6823.980000 sec): 3 clusters
  Score: Raw -39635920.665542 + Penalty 6200.232317 = -39629720.433225
  nChanged 12294
		SP:Iteration 8Q (6824.990000 sec): 3 clusters
  Score: Raw -39641681.124938 + Penalty 6200.232317 = -39635480.892621
  nChanged 15438
		SP:Iteration 9F (6825.980000 sec): 3 clusters
  Score: Raw -39651132.614253 + Penalty 6200.232317 = -39644932.381937
  nChanged 18175
		SP:Iteration 10F (6826.980000 sec): 3 clusters
  Score: Raw -39664835.350464 + Penalty 6200.232317 = -39658635.118147
  nChanged 18204
		SP:Iteration 11F (6827.970000 sec): 3 clusters
  Score: Raw -39680133.579628 + Penalty 6200.232317 = -39673933.347311
  nChanged 15266
		SP:Iteration 12F (6828.960000 sec): 3 clusters
  Score: Raw -39692907.627129 + Penalty 6200.232317 = -39686707.394812
  nChanged 11367
		SP:Iteration 13Q (6829.890000 sec): 3 clusters
  Score: Raw -39702186.959598 + Penalty 6200.232317 = -39695986.727281
  nChanged 8111
		SP:Iteration 14Q (6830.770000 sec): 3 clusters
  Score: Raw -39708332.284670 + Penalty 6200.232317 = -39702132.052353
  nChanged 5875
		SP:Iteration 15Q (6831.590000 sec): 3 clusters
  Score: Raw -39712575.479277 + Penalty 6200.232317 = -39706375.246960
  nChanged 4478
		SP:Iteration 16Q (6832.380000 sec): 3 clusters
  Score: Raw -39715851.842001 + Penalty 6200.232317 = -39709651.609684
  nChanged 3517
		SP:Iteration 17Q (6833.140000 sec): 3 clusters
  Score: Raw -39718434.119285 + Penalty 6200.232317 = -39712233.886968
  nChanged 2715
		SP:Iteration 18Q (6833.890000 sec): 3 clusters
  Score: Raw -39720445.896875 + Penalty 6200.232317 = -39714245.664558
  nChanged 2116
		SP:Iteration 19Q (6834.620000 sec): 3 clusters
  Score: Raw -39722021.332588 + Penalty 6200.232317 = -39715821.100271
  nChanged 1670
		SP:Iteration 20F (6835.600000 sec): 3 clusters
  Score: Raw -39723179.834892 + Penalty 6200.232317 = -39716979.602575
  nChanged 1337
		SP:Iteration 21Q (6836.310000 sec): 3 clusters
  Score: Raw -39724050.556797 + Penalty 6200.232317 = -39717850.324480
  nChanged 1038
		SP:Iteration 22Q (6837.000000 sec): 3 clusters
  Score: Raw -39724678.972628 + Penalty 6200.232317 = -39718478.740311
  nChanged 821
		SP:Iteration 23Q (6837.700000 sec): 3 clusters
  Score: Raw -39725139.581022 + Penalty 6200.232317 = -39718939.348705
  nChanged 674
		SP:Iteration 24Q (6838.390000 sec): 3 clusters
  Score: Raw -39725472.764407 + Penalty 6200.232317 = -39719272.532090
  nChanged 545
		SP:Iteration 25Q (6839.080000 sec): 3 clusters
  Score: Raw -39725727.799939 + Penalty 6200.232317 = -39719527.567622
  nChanged 461
		SP:Iteration 26Q (6839.760000 sec): 3 clusters
  Score: Raw -39725931.209442 + Penalty 6200.232317 = -39719730.977125
  nChanged 388
		SP:Iteration 27Q (6840.450000 sec): 3 clusters
  Score: Raw -39726096.027583 + Penalty 6200.232317 = -39719895.795266
  nChanged 330
		SP:Iteration 28Q (6841.130000 sec): 3 clusters
  Score: Raw -39726235.448596 + Penalty 6200.232317 = -39720035.216279
  nChanged 298
		SP:Iteration 29Q (6841.810000 sec): 3 clusters
  Score: Raw -39726351.205856 + Penalty 6200.232317 = -39720150.973539
  nChanged 241
		SP:Iteration 30Q (6842.490000 sec): 3 clusters
  Score: Raw -39726440.236750 + Penalty 6200.232317 = -39720240.004433
  nChanged 215
		SP:Iteration 31Q (6843.180000 sec): 3 clusters
  Score: Raw -39726518.949241 + Penalty 6200.232317 = -39720318.716924
  nChanged 191
		SP:Iteration 32Q (6843.860000 sec): 3 clusters
  Score: Raw -39726594.742494 + Penalty 6200.232317 = -39720394.510177
  nChanged 168
		SP:Iteration 33Q (6844.540000 sec): 3 clusters
  Score: Raw -39726662.170975 + Penalty 6200.232317 = -39720461.938658
  nChanged 146
		SP:Iteration 34Q (6845.220000 sec): 3 clusters
  Score: Raw -39726713.767073 + Penalty 6200.232317 = -39720513.534756
  nChanged 117
		SP:Iteration 35Q (6845.900000 sec): 3 clusters
  Score: Raw -39726758.342197 + Penalty 6200.232317 = -39720558.109880
  nChanged 106
		SP:Iteration 36Q (6846.580000 sec): 3 clusters
  Score: Raw -39726791.484706 + Penalty 6200.232317 = -39720591.252389
  nChanged 96
		SP:Iteration 37Q (6847.250000 sec): 3 clusters
  Score: Raw -39726820.860802 + Penalty 6200.232317 = -39720620.628485
  nChanged 84
		SP:Iteration 38Q (6847.930000 sec): 3 clusters
  Score: Raw -39726847.220063 + Penalty 6200.232317 = -39720646.987746
  nChanged 74
		SP:Iteration 39Q (6848.610000 sec): 3 clusters
  Score: Raw -39726868.913640 + Penalty 6200.232317 = -39720668.681323
  nChanged 55
		SP:Iteration 40F (6849.590000 sec): 3 clusters
  Score: Raw -39726888.174547 + Penalty 6200.232317 = -39720687.942231
  nChanged 65
		SP:Iteration 41Q (6850.270000 sec): 3 clusters
  Score: Raw -39726910.136509 + Penalty 6200.232317 = -39720709.904192
  nChanged 60
		SP:Iteration 42Q (6850.950000 sec): 3 clusters
  Score: Raw -39726928.918025 + Penalty 6200.232317 = -39720728.685708
  nChanged 43
		SP:Iteration 43Q (6851.620000 sec): 3 clusters
  Score: Raw -39726942.922477 + Penalty 6200.232317 = -39720742.690160
  nChanged 32
		SP:Iteration 44Q (6852.300000 sec): 3 clusters
  Score: Raw -39726954.529413 + Penalty 6200.232317 = -39720754.297096
  nChanged 34
		SP:Iteration 45Q (6852.980000 sec): 3 clusters
  Score: Raw -39726965.246370 + Penalty 6200.232317 = -39720765.014053
  nChanged 26
		SP:Iteration 46Q (6853.650000 sec): 3 clusters
  Score: Raw -39726973.724734 + Penalty 6200.232317 = -39720773.492417
  nChanged 22
		SP:Iteration 47Q (6854.330000 sec): 3 clusters
  Score: Raw -39726980.352732 + Penalty 6200.232317 = -39720780.120416
  nChanged 24
		SP:Iteration 48Q (6855.010000 sec): 3 clusters
  Score: Raw -39726989.020631 + Penalty 6200.232317 = -39720788.788315
  nChanged 22
		SP:Iteration 49Q (6855.680000 sec): 3 clusters
  Score: Raw -39726997.467900 + Penalty 6200.232317 = -39720797.235583
  nChanged 27
		SP:Iteration 50Q (6856.360000 sec): 3 clusters
  Score: Raw -39727008.022483 + Penalty 6200.232317 = -39720807.790167
  nChanged 27
		SP:Iteration 51Q (6857.030000 sec): 3 clusters
  Score: Raw -39727017.333641 + Penalty 6200.232317 = -39720817.101324
  nChanged 29
		SP:Iteration 52Q (6857.710000 sec): 3 clusters
  Score: Raw -39727027.675303 + Penalty 6200.232317 = -39720827.442986
  nChanged 28
		SP:Iteration 53Q (6858.380000 sec): 3 clusters
  Score: Raw -39727036.783221 + Penalty 6200.232317 = -39720836.550905
  nChanged 31
		SP:Iteration 54Q (6859.060000 sec): 3 clusters
  Score: Raw -39727047.196782 + Penalty 6200.232317 = -39720846.964465
  nChanged 17
		SP:Iteration 55Q (6859.730000 sec): 3 clusters
  Score: Raw -39727054.453565 + Penalty 6200.232317 = -39720854.221249
  nChanged 19
		SP:Iteration 56Q (6860.400000 sec): 3 clusters
  Score: Raw -39727062.490011 + Penalty 6200.232317 = -39720862.257694
  nChanged 22
		SP:Iteration 57Q (6861.080000 sec): 3 clusters
  Score: Raw -39727070.858122 + Penalty 6200.232317 = -39720870.625805
  nChanged 25
		SP:Iteration 58Q (6861.760000 sec): 3 clusters
  Score: Raw -39727080.824281 + Penalty 6200.232317 = -39720880.591964
  nChanged 21
		SP:Iteration 59Q (6862.440000 sec): 3 clusters
  Score: Raw -39727086.656731 + Penalty 6200.232317 = -39720886.424414
  nChanged 14
		SP:Iteration 60F (6863.400000 sec): 3 clusters
  Score: Raw -39727090.561587 + Penalty 6200.232317 = -39720890.329271
  nChanged 8
		SP:Iteration 61Q (6864.080000 sec): 3 clusters
  Score: Raw -39727092.921351 + Penalty 6200.232317 = -39720892.689034
  nChanged 8
		SP:Iteration 62Q (6864.760000 sec): 3 clusters
  Score: Raw -39727095.364651 + Penalty 6200.232317 = -39720895.132334
  nChanged 6
		SP:Iteration 63Q (6865.440000 sec): 3 clusters
  Score: Raw -39727097.216116 + Penalty 6200.232317 = -39720896.983799
  nChanged 5
		SP:Iteration 64Q (6866.110000 sec): 3 clusters
  Score: Raw -39727098.935540 + Penalty 6200.232317 = -39720898.703223
  nChanged 4
		SP:Iteration 65Q (6866.790000 sec): 3 clusters
  Score: Raw -39727099.881151 + Penalty 6200.232317 = -39720899.648834
  nChanged 3
		SP:Iteration 66Q (6867.460000 sec): 3 clusters
  Score: Raw -39727100.782555 + Penalty 6200.232317 = -39720900.550238
  nChanged 7
		SP:Iteration 67Q (6868.140000 sec): 3 clusters
  Score: Raw -39727103.603011 + Penalty 6200.232317 = -39720903.370694
  nChanged 11
		SP:Iteration 68Q (6868.810000 sec): 3 clusters
  Score: Raw -39727106.515259 + Penalty 6200.232317 = -39720906.282942
  nChanged 7
		SP:Iteration 69Q (6869.480000 sec): 3 clusters
  Score: Raw -39727108.146641 + Penalty 6200.232317 = -39720907.914324
  nChanged 4
		SP:Iteration 70Q (6870.160000 sec): 3 clusters
  Score: Raw -39727109.295277 + Penalty 6200.232317 = -39720909.062960
  nChanged 5
		SP:Iteration 71Q (6870.830000 sec): 3 clusters
  Score: Raw -39727110.686940 + Penalty 6200.232317 = -39720910.454623
  nChanged 1
		SP:Iteration 72Q (6871.510000 sec): 3 clusters
  Score: Raw -39727111.032000 + Penalty 6200.232317 = -39720910.799684
  nChanged 2
		SP:Iteration 73Q (6872.180000 sec): 3 clusters
  Score: Raw -39727111.339707 + Penalty 6200.232317 = -39720911.107391
  nChanged 1
		SP:Iteration 74Q (6872.860000 sec): 3 clusters
  Score: Raw -39727111.633878 + Penalty 6200.232317 = -39720911.401561
  nChanged 2
		SP:Iteration 75Q (6873.540000 sec): 3 clusters
  Score: Raw -39727112.184277 + Penalty 6200.232317 = -39720911.951960
  nChanged 1
		SP:Iteration 76Q (6874.210000 sec): 3 clusters
  Score: Raw -39727112.415224 + Penalty 6200.232317 = -39720912.182907
  nChanged 0
		SP:Iteration 77F (6875.180000 sec): 3 clusters
  Score: Raw -39727112.415224 + Penalty 6200.232317 = -39720912.182907
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33593 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6875.360000 sec): 2 clusters
  Score: Raw -5134675.926099 + Penalty 2584.674102 = -5132091.251997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6875.490000 sec): 3 clusters
  Score: Raw -5114275.923154 + Penalty 5169.348203 = -5109106.574951
  nChanged 15213
		SP:Iteration 1F (6875.610000 sec): 3 clusters
  Score: Raw -5122587.637729 + Penalty 5169.348203 = -5117418.289526
  nChanged 1432
		SP:Iteration 2Q (6875.740000 sec): 3 clusters
  Score: Raw -5122958.181175 + Penalty 5169.348203 = -5117788.832972
  nChanged 1171
		SP:Iteration 3Q (6875.860000 sec): 3 clusters
  Score: Raw -5123249.098348 + Penalty 5169.348203 = -5118079.750144
  nChanged 1051
		SP:Iteration 4Q (6875.990000 sec): 3 clusters
  Score: Raw -5123508.951716 + Penalty 5169.348203 = -5118339.603512
  nChanged 949
		SP:Iteration 5Q (6876.110000 sec): 3 clusters
  Score: Raw -5123731.237329 + Penalty 5169.348203 = -5118561.889126
  nChanged 902
		SP:Iteration 6Q (6876.240000 sec): 3 clusters
  Score: Raw -5123961.399640 + Penalty 5169.348203 = -5118792.051437
  nChanged 914
		SP:Iteration 7Q (6876.360000 sec): 3 clusters
  Score: Raw -5124232.827802 + Penalty 5169.348203 = -5119063.479598
  nChanged 1017
		SP:Iteration 8Q (6876.490000 sec): 3 clusters
  Score: Raw -5124599.488674 + Penalty 5169.348203 = -5119430.140471
  nChanged 1281
		SP:Iteration 9Q (6876.620000 sec): 3 clusters
  Score: Raw -5125193.094130 + Penalty 5169.348203 = -5120023.745927
  nChanged 1705
		SP:Iteration 10F (6876.740000 sec): 3 clusters
  Score: Raw -5126194.567570 + Penalty 5169.348203 = -5121025.219367
  nChanged 2107
		SP:Iteration 11F (6876.860000 sec): 3 clusters
  Score: Raw -5127688.384783 + Penalty 5169.348203 = -5122519.036580
  nChanged 2340
		SP:Iteration 12F (6876.980000 sec): 3 clusters
  Score: Raw -5129631.991283 + Penalty 5169.348203 = -5124462.643079
  nChanged 2225
		SP:Iteration 13F (6877.110000 sec): 3 clusters
  Score: Raw -5131671.924756 + Penalty 5169.348203 = -5126502.576553
  nChanged 1681
		SP:Iteration 14F (6877.230000 sec): 3 clusters
  Score: Raw -5133250.598599 + Penalty 5169.348203 = -5128081.250396
  nChanged 946
		SP:Iteration 15Q (6877.340000 sec): 3 clusters
  Score: Raw -5134125.144670 + Penalty 5169.348203 = -5128955.796467
  nChanged 425
		SP:Iteration 16Q (6877.440000 sec): 3 clusters
  Score: Raw -5134547.051837 + Penalty 5169.348203 = -5129377.703633
  nChanged 186
		SP:Iteration 17Q (6877.530000 sec): 3 clusters
  Score: Raw -5134754.921113 + Penalty 5169.348203 = -5129585.572909
  nChanged 78
		SP:Iteration 18Q (6877.620000 sec): 3 clusters
  Score: Raw -5134851.683863 + Penalty 5169.348203 = -5129682.335659
  nChanged 32
		SP:Iteration 19Q (6877.710000 sec): 3 clusters
  Score: Raw -5134896.565248 + Penalty 5169.348203 = -5129727.217044
  nChanged 24
		SP:Iteration 20F (6877.840000 sec): 3 clusters
  Score: Raw -5134929.831527 + Penalty 5169.348203 = -5129760.483324
  nChanged 14
		SP:Iteration 21Q (6877.920000 sec): 3 clusters
  Score: Raw -5134945.625739 + Penalty 5169.348203 = -5129776.277535
  nChanged 9
		SP:Iteration 22Q (6878.010000 sec): 3 clusters
  Score: Raw -5134952.303754 + Penalty 5169.348203 = -5129782.955551
  nChanged 3
		SP:Iteration 23Q (6878.090000 sec): 3 clusters
  Score: Raw -5134955.328292 + Penalty 5169.348203 = -5129785.980088
  nChanged 4
		SP:Iteration 24Q (6878.180000 sec): 3 clusters
  Score: Raw -5134962.215748 + Penalty 5169.348203 = -5129792.867544
  nChanged 4
		SP:Iteration 25Q (6878.270000 sec): 3 clusters
  Score: Raw -5134966.353717 + Penalty 5169.348203 = -5129797.005514
  nChanged 1
		SP:Iteration 26Q (6878.350000 sec): 3 clusters
  Score: Raw -5134967.104225 + Penalty 5169.348203 = -5129797.756022
  nChanged 1
		SP:Iteration 27Q (6878.440000 sec): 3 clusters
  Score: Raw -5134967.438407 + Penalty 5169.348203 = -5129798.090204
  nChanged 1
		SP:Iteration 28Q (6878.520000 sec): 3 clusters
  Score: Raw -5134968.642181 + Penalty 5169.348203 = -5129799.293978
  nChanged 0
		SP:Iteration 29F (6878.640000 sec): 3 clusters
  Score: Raw -5134968.642181 + Penalty 5169.348203 = -5129799.293978
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.660000 sec): 2 clusters
  Score: Raw -140086.188840 + Penalty 1729.902654 = -138356.286186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.670000 sec): 3 clusters
  Score: Raw -139857.936079 + Penalty 3459.805308 = -136398.130771
  nChanged 289
		SP:Iteration 1F (6878.670000 sec): 3 clusters
  Score: Raw -140232.342868 + Penalty 3459.805308 = -136772.537560
  nChanged 92
		SP:Iteration 2F (6878.670000 sec): 3 clusters
  Score: Raw -140384.440822 + Penalty 3459.805308 = -136924.635514
  nChanged 48
		SP:Iteration 3Q (6878.680000 sec): 3 clusters
  Score: Raw -140463.877656 + Penalty 3459.805308 = -137004.072348
  nChanged 31
		SP:Iteration 4Q (6878.680000 sec): 3 clusters
  Score: Raw -140509.150425 + Penalty 3459.805308 = -137049.345117
  nChanged 21
		SP:Iteration 5Q (6878.690000 sec): 3 clusters
  Score: Raw -140544.001862 + Penalty 3459.805308 = -137084.196554
  nChanged 14
		SP:Iteration 6Q (6878.690000 sec): 3 clusters
  Score: Raw -140563.324675 + Penalty 3459.805308 = -137103.519367
  nChanged 10
		SP:Iteration 7Q (6878.690000 sec): 3 clusters
  Score: Raw -140577.138806 + Penalty 3459.805308 = -137117.333498
  nChanged 7
		SP:Iteration 8Q (6878.690000 sec): 3 clusters
  Score: Raw -140586.105142 + Penalty 3459.805308 = -137126.299834
  nChanged 6
		SP:Iteration 9Q (6878.700000 sec): 3 clusters
  Score: Raw -140595.542036 + Penalty 3459.805308 = -137135.736728
  nChanged 5
		SP:Iteration 10Q (6878.700000 sec): 3 clusters
  Score: Raw -140598.912696 + Penalty 3459.805308 = -137139.107388
  nChanged 4
		SP:Iteration 11Q (6878.710000 sec): 3 clusters
  Score: Raw -140603.059799 + Penalty 3459.805308 = -137143.254491
  nChanged 6
		SP:Iteration 12Q (6878.710000 sec): 3 clusters
  Score: Raw -140610.342711 + Penalty 3459.805308 = -137150.537403
  nChanged 4
		SP:Iteration 13Q (6878.710000 sec): 3 clusters
  Score: Raw -140614.556024 + Penalty 3459.805308 = -137154.750716
  nChanged 7
		SP:Iteration 14Q (6878.720000 sec): 3 clusters
  Score: Raw -140625.190343 + Penalty 3459.805308 = -137165.385035
  nChanged 2
		SP:Iteration 15Q (6878.720000 sec): 3 clusters
  Score: Raw -140627.313485 + Penalty 3459.805308 = -137167.508177
  nChanged 3
		SP:Iteration 16Q (6878.720000 sec): 3 clusters
  Score: Raw -140631.621102 + Penalty 3459.805308 = -137171.815794
  nChanged 2
		SP:Iteration 17Q (6878.730000 sec): 3 clusters
  Score: Raw -140633.083989 + Penalty 3459.805308 = -137173.278681
  nChanged 2
		SP:Iteration 18Q (6878.730000 sec): 3 clusters
  Score: Raw -140635.051131 + Penalty 3459.805308 = -137175.245823
  nChanged 0
		SP:Iteration 19F (6878.730000 sec): 3 clusters
  Score: Raw -140635.051131 + Penalty 3459.805308 = -137175.245823
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.740000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.740000 sec): 3 clusters
  Score: Raw -31491.523477 + Penalty 2705.839273 = -28785.684203
  nChanged 20
		SP:Iteration 1F (6878.740000 sec): 3 clusters
  Score: Raw -31557.211570 + Penalty 2705.839273 = -28851.372297
  nChanged 7
		SP:Iteration 2Q (6878.740000 sec): 3 clusters
  Score: Raw -31583.857331 + Penalty 2705.839273 = -28878.018058
  nChanged 2
		SP:Iteration 3Q (6878.740000 sec): 3 clusters
  Score: Raw -31596.829487 + Penalty 2705.839273 = -28890.990214
  nChanged 5
		SP:Iteration 4Q (6878.740000 sec): 3 clusters
  Score: Raw -31619.286093 + Penalty 2705.839273 = -28913.446819
  nChanged 2
		SP:Iteration 5Q (6878.740000 sec): 3 clusters
  Score: Raw -31622.722493 + Penalty 2705.839273 = -28916.883220
  nChanged 1
		SP:Iteration 6Q (6878.740000 sec): 3 clusters
  Score: Raw -31624.536182 + Penalty 2705.839273 = -28918.696909
  nChanged 0
		SP:Iteration 7F (6878.750000 sec): 3 clusters
  Score: Raw -31624.536182 + Penalty 2705.839273 = -28918.696909
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.750000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.750000 sec): 3 clusters
  Score: Raw -77788.005225 + Penalty 3172.049753 = -74615.955473
  nChanged 131
		SP:Iteration 1F (6878.750000 sec): 3 clusters
  Score: Raw -78095.354263 + Penalty 3172.049753 = -74923.304510
  nChanged 45
		SP:Iteration 2F (6878.750000 sec): 3 clusters
  Score: Raw -78294.382223 + Penalty 3172.049753 = -75122.332471
  nChanged 44
		SP:Iteration 3F (6878.760000 sec): 3 clusters
  Score: Raw -78467.190552 + Penalty 3172.049753 = -75295.140799
  nChanged 38
		SP:Iteration 4F (6878.760000 sec): 3 clusters
  Score: Raw -78591.758113 + Penalty 3172.049753 = -75419.708361
  nChanged 28
		SP:Iteration 5Q (6878.760000 sec): 3 clusters
  Score: Raw -78705.647677 + Penalty 3172.049753 = -75533.597924
  nChanged 17
		SP:Iteration 6Q (6878.770000 sec): 3 clusters
  Score: Raw -78771.302112 + Penalty 3172.049753 = -75599.252359
  nChanged 11
		SP:Iteration 7Q (6878.770000 sec): 3 clusters
  Score: Raw -78793.238263 + Penalty 3172.049753 = -75621.188510
  nChanged 7
		SP:Iteration 8Q (6878.770000 sec): 3 clusters
  Score: Raw -78811.581183 + Penalty 3172.049753 = -75639.531431
  nChanged 2
		SP:Iteration 9Q (6878.770000 sec): 3 clusters
  Score: Raw -78814.922912 + Penalty 3172.049753 = -75642.873159
  nChanged 4
		SP:Iteration 10Q (6878.770000 sec): 3 clusters
  Score: Raw -78824.668673 + Penalty 3172.049753 = -75652.618920
  nChanged 2
		SP:Iteration 11Q (6878.770000 sec): 3 clusters
  Score: Raw -78829.261739 + Penalty 3172.049753 = -75657.211987
  nChanged 0
		SP:Iteration 12F (6878.770000 sec): 3 clusters
  Score: Raw -78829.261739 + Penalty 3172.049753 = -75657.211987
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.780000 sec): 2 clusters
  Score: Raw -23358.389553 + Penalty 1347.563057 = -22010.826496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.780000 sec): 3 clusters
  Score: Raw -23707.818228 + Penalty 2695.126114 = -21012.692114
  nChanged 35
		SP:Iteration 1F (6878.780000 sec): 3 clusters
  Score: Raw -24170.791126 + Penalty 2695.126114 = -21475.665013
  nChanged 15
		SP:Iteration 2F (6878.780000 sec): 3 clusters
  Score: Raw -24253.421419 + Penalty 2695.126114 = -21558.295305
  nChanged 12
		SP:Iteration 3F (6878.780000 sec): 3 clusters
  Score: Raw -24333.106725 + Penalty 2695.126114 = -21637.980611
  nChanged 9
		SP:Iteration 4Q (6878.780000 sec): 3 clusters
  Score: Raw -24417.047194 + Penalty 2695.126114 = -21721.921080
  nChanged 7
		SP:Iteration 5Q (6878.790000 sec): 3 clusters
  Score: Raw -24530.907989 + Penalty 2695.126114 = -21835.781875
  nChanged 2
		SP:Iteration 6Q (6878.790000 sec): 3 clusters
  Score: Raw -24545.052649 + Penalty 2695.126114 = -21849.926535
  nChanged 0
		SP:Iteration 7F (6878.790000 sec): 3 clusters
  Score: Raw -24545.052649 + Penalty 2695.126114 = -21849.926535
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.790000 sec): 2 clusters
  Score: Raw -33429.954582 + Penalty 1392.055770 = -32037.898812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.790000 sec): 3 clusters
  Score: Raw -33611.620282 + Penalty 2784.111541 = -30827.508742
  nChanged 31
		SP:Iteration 1F (6878.790000 sec): 3 clusters
  Score: Raw -33759.801614 + Penalty 2784.111541 = -30975.690073
  nChanged 8
		SP:Iteration 2Q (6878.790000 sec): 3 clusters
  Score: Raw -33790.861581 + Penalty 2784.111541 = -31006.750040
  nChanged 4
		SP:Iteration 3Q (6878.790000 sec): 3 clusters
  Score: Raw -33813.455786 + Penalty 2784.111541 = -31029.344245
  nChanged 2
		SP:Iteration 4Q (6878.790000 sec): 3 clusters
  Score: Raw -33822.878202 + Penalty 2784.111541 = -31038.766662
  nChanged 1
		SP:Iteration 5Q (6878.790000 sec): 3 clusters
  Score: Raw -33828.573962 + Penalty 2784.111541 = -31044.462421
  nChanged 2
		SP:Iteration 6Q (6878.800000 sec): 3 clusters
  Score: Raw -33844.768733 + Penalty 2784.111541 = -31060.657192
  nChanged 1
		SP:Iteration 7Q (6878.800000 sec): 3 clusters
  Score: Raw -33849.454088 + Penalty 2784.111541 = -31065.342547
  nChanged 1
		SP:Iteration 8Q (6878.800000 sec): 3 clusters
  Score: Raw -33850.845425 + Penalty 2784.111541 = -31066.733884
  nChanged 1
		SP:Iteration 9Q (6878.800000 sec): 3 clusters
  Score: Raw -33852.833021 + Penalty 2784.111541 = -31068.721480
  nChanged 0
		SP:Iteration 10F (6878.800000 sec): 3 clusters
  Score: Raw -33852.833021 + Penalty 2784.111541 = -31068.721480
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.800000 sec): 2 clusters
  Score: Raw -29409.107282 + Penalty 1334.214544 = -28074.892739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.810000 sec): 3 clusters
  Score: Raw -29557.072228 + Penalty 2668.429087 = -26888.643140
  nChanged 26
		SP:Iteration 1F (6878.810000 sec): 3 clusters
  Score: Raw -29672.043033 + Penalty 2668.429087 = -27003.613946
  nChanged 6
		SP:Iteration 2Q (6878.810000 sec): 3 clusters
  Score: Raw -29706.821546 + Penalty 2668.429087 = -27038.392459
  nChanged 4
		SP:Iteration 3Q (6878.810000 sec): 3 clusters
  Score: Raw -29724.647249 + Penalty 2668.429087 = -27056.218162
  nChanged 0
		SP:Iteration 4F (6878.810000 sec): 3 clusters
  Score: Raw -29724.647249 + Penalty 2668.429087 = -27056.218162
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.810000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.810000 sec): 3 clusters
  Score: Raw -55124.107236 + Penalty 2975.472535 = -52148.634701
  nChanged 48
		SP:Iteration 1F (6878.810000 sec): 3 clusters
  Score: Raw -55278.037443 + Penalty 2975.472535 = -52302.564908
  nChanged 22
		SP:Iteration 2F (6878.810000 sec): 3 clusters
  Score: Raw -55350.282821 + Penalty 2975.472535 = -52374.810287
  nChanged 9
		SP:Iteration 3Q (6878.820000 sec): 3 clusters
  Score: Raw -55380.514574 + Penalty 2975.472535 = -52405.042039
  nChanged 3
		SP:Iteration 4Q (6878.820000 sec): 3 clusters
  Score: Raw -55390.687462 + Penalty 2975.472535 = -52415.214927
  nChanged 2
		SP:Iteration 5Q (6878.820000 sec): 3 clusters
  Score: Raw -55392.581236 + Penalty 2975.472535 = -52417.108702
  nChanged 2
		SP:Iteration 6Q (6878.820000 sec): 3 clusters
  Score: Raw -55394.949703 + Penalty 2975.472535 = -52419.477168
  nChanged 1
		SP:Iteration 7Q (6878.820000 sec): 3 clusters
  Score: Raw -55396.483738 + Penalty 2975.472535 = -52421.011203
  nChanged 0
		SP:Iteration 8F (6878.830000 sec): 3 clusters
  Score: Raw -55396.483738 + Penalty 2975.472535 = -52421.011203
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.830000 sec): 2 clusters
  Score: Raw -15668.246963 + Penalty 1297.314937 = -14370.932026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.830000 sec): 3 clusters
  Score: Raw -16105.287801 + Penalty 2594.629874 = -13510.657927
  nChanged 38
		SP:Iteration 1F (6878.830000 sec): 3 clusters
  Score: Raw -16363.269419 + Penalty 2594.629874 = -13768.639545
  nChanged 8
		SP:Iteration 2Q (6878.830000 sec): 3 clusters
  Score: Raw -16429.290905 + Penalty 2594.629874 = -13834.661032
  nChanged 4
		SP:Iteration 3Q (6878.830000 sec): 3 clusters
  Score: Raw -16462.951123 + Penalty 2594.629874 = -13868.321249
  nChanged 2
		SP:Iteration 4Q (6878.830000 sec): 3 clusters
  Score: Raw -16472.849595 + Penalty 2594.629874 = -13878.219721
  nChanged 2
		SP:Iteration 5Q (6878.830000 sec): 3 clusters
  Score: Raw -16479.131685 + Penalty 2594.629874 = -13884.501811
  nChanged 0
		SP:Iteration 6F (6878.830000 sec): 3 clusters
  Score: Raw -16479.131685 + Penalty 2594.629874 = -13884.501811
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.830000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.840000 sec): 3 clusters
  Score: Raw -29582.283201 + Penalty 2686.385799 = -26895.897402
  nChanged 16
		SP:Iteration 1F (6878.840000 sec): 3 clusters
  Score: Raw -29650.240106 + Penalty 2686.385799 = -26963.854307
  nChanged 7
		SP:Iteration 2Q (6878.840000 sec): 3 clusters
  Score: Raw -29685.218771 + Penalty 2686.385799 = -26998.832971
  nChanged 4
		SP:Iteration 3Q (6878.840000 sec): 3 clusters
  Score: Raw -29701.682175 + Penalty 2686.385799 = -27015.296375
  nChanged 2
		SP:Iteration 4Q (6878.840000 sec): 3 clusters
  Score: Raw -29710.982802 + Penalty 2686.385799 = -27024.597003
  nChanged 1
		SP:Iteration 5Q (6878.840000 sec): 3 clusters
  Score: Raw -29715.546681 + Penalty 2686.385799 = -27029.160882
  nChanged 1
		SP:Iteration 6Q (6878.840000 sec): 3 clusters
  Score: Raw -29721.317445 + Penalty 2686.385799 = -27034.931645
  nChanged 3
		SP:Iteration 7Q (6878.840000 sec): 3 clusters
  Score: Raw -29750.545350 + Penalty 2686.385799 = -27064.159551
  nChanged 2
		SP:Iteration 8Q (6878.840000 sec): 3 clusters
  Score: Raw -29800.881745 + Penalty 2686.385799 = -27114.495945
  nChanged 3
		SP:Iteration 9Q (6878.840000 sec): 3 clusters
  Score: Raw -29880.506269 + Penalty 2686.385799 = -27194.120469
  nChanged 3
		SP:Iteration 10Q (6878.850000 sec): 3 clusters
  Score: Raw -29891.463437 + Penalty 2686.385799 = -27205.077637
  nChanged 1
		SP:Iteration 11Q (6878.850000 sec): 3 clusters
  Score: Raw -29896.489125 + Penalty 2686.385799 = -27210.103325
  nChanged 0
		SP:Iteration 12F (6878.850000 sec): 3 clusters
  Score: Raw -29896.489125 + Penalty 2686.385799 = -27210.103325
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (340 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.850000 sec): 2 clusters
  Score: Raw -45830.392090 + Penalty 1445.578513 = -44384.813577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.850000 sec): 3 clusters
  Score: Raw -45981.500172 + Penalty 2891.157026 = -43090.343145
  nChanged 58
		SP:Iteration 1F (6878.850000 sec): 3 clusters
  Score: Raw -46148.597039 + Penalty 2891.157026 = -43257.440013
  nChanged 19
		SP:Iteration 2F (6878.850000 sec): 3 clusters
  Score: Raw -46216.760215 + Penalty 2891.157026 = -43325.603189
  nChanged 9
		SP:Iteration 3Q (6878.850000 sec): 3 clusters
  Score: Raw -46251.162957 + Penalty 2891.157026 = -43360.005931
  nChanged 9
		SP:Iteration 4Q (6878.850000 sec): 3 clusters
  Score: Raw -46281.731856 + Penalty 2891.157026 = -43390.574830
  nChanged 3
		SP:Iteration 5Q (6878.860000 sec): 3 clusters
  Score: Raw -46290.448335 + Penalty 2891.157026 = -43399.291309
  nChanged 0
		SP:Iteration 6F (6878.860000 sec): 3 clusters
  Score: Raw -46290.448335 + Penalty 2891.157026 = -43399.291309
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.860000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.860000 sec): 3 clusters
  Score: Raw -55269.599637 + Penalty 3005.325105 = -52264.274532
  nChanged 80
		SP:Iteration 1F (6878.870000 sec): 3 clusters
  Score: Raw -55459.287361 + Penalty 3005.325105 = -52453.962256
  nChanged 20
		SP:Iteration 2Q (6878.870000 sec): 3 clusters
  Score: Raw -55507.428886 + Penalty 3005.325105 = -52502.103781
  nChanged 5
		SP:Iteration 3Q (6878.870000 sec): 3 clusters
  Score: Raw -55519.514223 + Penalty 3005.325105 = -52514.189118
  nChanged 0
		SP:Iteration 4F (6878.870000 sec): 3 clusters
  Score: Raw -55519.514223 + Penalty 3005.325105 = -52514.189118
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 38 (221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.870000 sec): 2 clusters
  Score: Raw -26010.390594 + Penalty 1338.744350 = -24671.646244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.870000 sec): 3 clusters
  Score: Raw -26576.981537 + Penalty 2677.488700 = -23899.492837
  nChanged 49
		SP:Iteration 1F (6878.870000 sec): 3 clusters
  Score: Raw -27075.006120 + Penalty 2677.488700 = -24397.517420
  nChanged 22
		SP:Iteration 2F (6878.880000 sec): 3 clusters
  Score: Raw -27334.015069 + Penalty 2677.488700 = -24656.526369
  nChanged 4
		SP:Iteration 3Q (6878.880000 sec): 3 clusters
  Score: Raw -27422.391646 + Penalty 2677.488700 = -24744.902946
  nChanged 1
		SP:Iteration 4Q (6878.880000 sec): 3 clusters
  Score: Raw -27474.309489 + Penalty 2677.488700 = -24796.820789
  nChanged 0
		SP:Iteration 5F (6878.880000 sec): 3 clusters
  Score: Raw -27474.309489 + Penalty 2677.488700 = -24796.820789
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 39.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.890000 sec): 2 clusters
  Score: Raw -68776.888008 + Penalty 1547.588410 = -67229.299598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.890000 sec): 3 clusters
  Score: Raw -68815.567442 + Penalty 3095.176819 = -65720.390622
  nChanged 94
		SP:Iteration 1F (6878.890000 sec): 3 clusters
  Score: Raw -69014.725352 + Penalty 3095.176819 = -65919.548533
  nChanged 28
		SP:Iteration 2F (6878.890000 sec): 3 clusters
  Score: Raw -69072.777916 + Penalty 3095.176819 = -65977.601096
  nChanged 9
		SP:Iteration 3Q (6878.890000 sec): 3 clusters
  Score: Raw -69122.073334 + Penalty 3095.176819 = -66026.896515
  nChanged 6
		SP:Iteration 4Q (6878.890000 sec): 3 clusters
  Score: Raw -69151.739974 + Penalty 3095.176819 = -66056.563155
  nChanged 11
		SP:Iteration 5Q (6878.900000 sec): 3 clusters
  Score: Raw -69175.315989 + Penalty 3095.176819 = -66080.139170
  nChanged 6
		SP:Iteration 6Q (6878.900000 sec): 3 clusters
  Score: Raw -69190.877394 + Penalty 3095.176819 = -66095.700575
  nChanged 6
		SP:Iteration 7Q (6878.900000 sec): 3 clusters
  Score: Raw -69207.911336 + Penalty 3095.176819 = -66112.734516
  nChanged 6
		SP:Iteration 8Q (6878.900000 sec): 3 clusters
  Score: Raw -69220.254433 + Penalty 3095.176819 = -66125.077614
  nChanged 3
		SP:Iteration 9Q (6878.900000 sec): 3 clusters
  Score: Raw -69223.813899 + Penalty 3095.176819 = -66128.637080
  nChanged 1
		SP:Iteration 10Q (6878.910000 sec): 3 clusters
  Score: Raw -69225.507556 + Penalty 3095.176819 = -66130.330737
  nChanged 2
		SP:Iteration 11Q (6878.910000 sec): 3 clusters
  Score: Raw -69229.621041 + Penalty 3095.176819 = -66134.444222
  nChanged 2
		SP:Iteration 12Q (6878.910000 sec): 3 clusters
  Score: Raw -69233.711908 + Penalty 3095.176819 = -66138.535088
  nChanged 1
		SP:Iteration 13Q (6878.910000 sec): 3 clusters
  Score: Raw -69235.138960 + Penalty 3095.176819 = -66139.962141
  nChanged 0
		SP:Iteration 14F (6878.910000 sec): 3 clusters
  Score: Raw -69235.138960 + Penalty 3095.176819 = -66139.962141
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.910000 sec): 2 clusters
  Score: Raw -8501.333831 + Penalty 1165.719131 = -7335.614700
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.910000 sec): 3 clusters
  Score: Raw -8965.572607 + Penalty 2331.438261 = -6634.134345
  nChanged 17
		SP:Iteration 1F (6878.910000 sec): 3 clusters
  Score: Raw -9176.263213 + Penalty 2331.438261 = -6844.824952
  nChanged 2
		SP:Iteration 2Q (6878.920000 sec): 3 clusters
  Score: Raw -9183.971930 + Penalty 2331.438261 = -6852.533668
  nChanged 1
		SP:Iteration 3Q (6878.920000 sec): 3 clusters
  Score: Raw -9188.098291 + Penalty 2331.438261 = -6856.660029
  nChanged 0
		SP:Iteration 4F (6878.920000 sec): 3 clusters
  Score: Raw -9188.098291 + Penalty 2331.438261 = -6856.660029
  nChanged 0
Deleting Class 38 (54 points): Lose 1430.415500 but Gain 3374.686117
Iteration 219Q (6889.910000 sec): 41 clusters
  Score: Raw -117643091.178496 + Penalty 134987.444692 = -117508103.733804
  nChanged 55
Iteration 220F (6931.100000 sec): 41 clusters
  Score: Raw -117643727.038848 + Penalty 134987.444692 = -117508739.594156
  nChanged 30
Iteration 221Q (6941.630000 sec): 41 clusters
  Score: Raw -117644800.423385 + Penalty 134987.444692 = -117509812.978693
  nChanged 20
Iteration 222Q (6952.140000 sec): 41 clusters
  Score: Raw -117645034.635454 + Penalty 134987.444692 = -117510047.190762
  nChanged 9
Iteration 223Q (6962.660000 sec): 41 clusters
  Score: Raw -117645118.159082 + Penalty 134987.444692 = -117510130.714390
  nChanged 2
Iteration 224Q (6973.180000 sec): 41 clusters
  Score: Raw -117645124.365396 + Penalty 134987.444692 = -117510136.920704
  nChanged 0
Iteration 225F (7014.180000 sec): 41 clusters
  Score: Raw -117653595.440099 + Penalty 134987.444692 = -117518607.995408
  nChanged 181
Iteration 226Q (7024.740000 sec): 41 clusters
  Score: Raw -117660112.841254 + Penalty 134987.444692 = -117525125.396563
  nChanged 17
Iteration 227Q (7035.290000 sec): 41 clusters
  Score: Raw -117660496.471242 + Penalty 134987.444692 = -117525509.026550
  nChanged 4
Iteration 228Q (7045.840000 sec): 41 clusters
  Score: Raw -117660845.859242 + Penalty 134987.444692 = -117525858.414550
  nChanged 5
Iteration 229Q (7056.380000 sec): 41 clusters
  Score: Raw -117661022.867899 + Penalty 134987.444692 = -117526035.423207
  nChanged 7
Iteration 230Q (7066.930000 sec): 41 clusters
  Score: Raw -117661148.848747 + Penalty 134987.444692 = -117526161.404055
  nChanged 3
Iteration 231Q (7077.500000 sec): 41 clusters
  Score: Raw -117661222.762734 + Penalty 134987.444692 = -117526235.318042
  nChanged 3
Iteration 232Q (7088.110000 sec): 41 clusters
  Score: Raw -117661255.311575 + Penalty 134987.444692 = -117526267.866883
  nChanged 2
Iteration 233Q (7098.660000 sec): 41 clusters
  Score: Raw -117661266.570968 + Penalty 134987.444692 = -117526279.126276
  nChanged 2
Iteration 234Q (7109.200000 sec): 41 clusters
  Score: Raw -117661277.183817 + Penalty 134987.444692 = -117526289.739125
  nChanged 9
Iteration 235Q (7119.720000 sec): 41 clusters
  Score: Raw -117661284.778266 + Penalty 134987.444692 = -117526297.333574
  nChanged 4
Iteration 236Q (7130.270000 sec): 41 clusters
  Score: Raw -117661284.930201 + Penalty 134987.444692 = -117526297.485509
  nChanged 7
Iteration 237Q (7140.810000 sec): 41 clusters
  Score: Raw -117661285.148644 + Penalty 134987.444692 = -117526297.703952
  nChanged 6
Iteration 238Q (7151.350000 sec): 41 clusters
  Score: Raw -117661285.304453 + Penalty 134987.444692 = -117526297.859761
  nChanged 7
Iteration 239Q (7161.890000 sec): 41 clusters
  Score: Raw -117661285.490775 + Penalty 134987.444692 = -117526298.046083
  nChanged 9
Iteration 240F (7203.320000 sec): 41 clusters
  Score: Raw -117662160.994528 + Penalty 134987.444692 = -117527173.549836
  nChanged 33
Iteration 241Q (7213.870000 sec): 41 clusters
  Score: Raw -117663217.850180 + Penalty 134987.444692 = -117528230.405488
  nChanged 15
Iteration 242Q (7224.420000 sec): 41 clusters
  Score: Raw -117663463.083844 + Penalty 134987.444692 = -117528475.639152
  nChanged 11
Iteration 243Q (7234.940000 sec): 41 clusters
  Score: Raw -117663563.737606 + Penalty 134987.444692 = -117528576.292914
  nChanged 16
Iteration 244Q (7245.450000 sec): 41 clusters
  Score: Raw -117663565.774934 + Penalty 134987.444692 = -117528578.330242
  nChanged 12
Iteration 245Q (7255.950000 sec): 41 clusters
  Score: Raw -117663619.412241 + Penalty 134987.444692 = -117528631.967549
  nChanged 14
Iteration 246Q (7266.460000 sec): 41 clusters
  Score: Raw -117663619.848489 + Penalty 134987.444692 = -117528632.403797
  nChanged 12
Iteration 247Q (7276.990000 sec): 41 clusters
  Score: Raw -117663620.247713 + Penalty 134987.444692 = -117528632.803021
  nChanged 17
Iteration 248Q (7287.510000 sec): 41 clusters
  Score: Raw -117663620.869099 + Penalty 134987.444692 = -117528633.424407
  nChanged 12
Iteration 249Q (7298.040000 sec): 41 clusters
  Score: Raw -117663621.234041 + Penalty 134987.444692 = -117528633.789349
  nChanged 8
Iteration 250Q (7308.570000 sec): 41 clusters
  Score: Raw -117663621.638630 + Penalty 134987.444692 = -117528634.193938
  nChanged 13
Iteration 251Q (7319.090000 sec): 41 clusters
  Score: Raw -117663622.137489 + Penalty 134987.444692 = -117528634.692797
  nChanged 11
Iteration 252Q (7329.610000 sec): 41 clusters
  Score: Raw -117663622.593287 + Penalty 134987.444692 = -117528635.148595
  nChanged 15
Iteration 253Q (7340.120000 sec): 41 clusters
  Score: Raw -117663623.107963 + Penalty 134987.444692 = -117528635.663271
  nChanged 19
Iteration 254Q (7350.630000 sec): 41 clusters
  Score: Raw -117663623.637501 + Penalty 134987.444692 = -117528636.192809
  nChanged 16
Iteration 255Q (7361.140000 sec): 41 clusters
  Score: Raw -117663624.096819 + Penalty 134987.444692 = -117528636.652127
  nChanged 23
Iteration 256Q (7371.650000 sec): 41 clusters
  Score: Raw -117663624.687117 + Penalty 134987.444692 = -117528637.242425
  nChanged 29
Iteration 257Q (7382.150000 sec): 41 clusters
  Score: Raw -117663625.532904 + Penalty 134987.444692 = -117528638.088212
  nChanged 37
Iteration 258Q (7392.650000 sec): 41 clusters
  Score: Raw -117663626.720765 + Penalty 134987.444692 = -117528639.276073
  nChanged 25
Writing temp clu file 
Because OldScore, -117528638.088212, is greater than current (better) Score,-117528639.276073 
 Compute initial score before splitting:   Score: Raw -117663626.720765 + Penalty 134987.444692 = -117528639.276073
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7392.810000 sec): 2 clusters
  Score: Raw -1048183.648990 + Penalty 2200.863096 = -1045982.785895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7392.830000 sec): 3 clusters
  Score: Raw -1044459.608100 + Penalty 4401.726192 = -1040057.881908
  nChanged 2869
		SP:Iteration 1F (7392.850000 sec): 3 clusters
  Score: Raw -1046066.972284 + Penalty 4401.726192 = -1041665.246092
  nChanged 545
		SP:Iteration 2F (7392.880000 sec): 3 clusters
  Score: Raw -1046379.492475 + Penalty 4401.726192 = -1041977.766283
  nChanged 383
		SP:Iteration 3F (7392.900000 sec): 3 clusters
  Score: Raw -1046562.269793 + Penalty 4401.726192 = -1042160.543601
  nChanged 270
		SP:Iteration 4Q (7392.930000 sec): 3 clusters
  Score: Raw -1046685.411668 + Penalty 4401.726192 = -1042283.685476
  nChanged 215
		SP:Iteration 5Q (7392.950000 sec): 3 clusters
  Score: Raw -1046775.587833 + Penalty 4401.726192 = -1042373.861642
  nChanged 200
		SP:Iteration 6Q (7392.970000 sec): 3 clusters
  Score: Raw -1046855.496578 + Penalty 4401.726192 = -1042453.770386
  nChanged 165
		SP:Iteration 7Q (7393.000000 sec): 3 clusters
  Score: Raw -1046930.223948 + Penalty 4401.726192 = -1042528.497756
  nChanged 156
		SP:Iteration 8Q (7393.020000 sec): 3 clusters
  Score: Raw -1047006.711285 + Penalty 4401.726192 = -1042604.985093
  nChanged 166
		SP:Iteration 9Q (7393.050000 sec): 3 clusters
  Score: Raw -1047081.667701 + Penalty 4401.726192 = -1042679.941510
  nChanged 162
		SP:Iteration 10Q (7393.070000 sec): 3 clusters
  Score: Raw -1047164.449345 + Penalty 4401.726192 = -1042762.723153
  nChanged 162
		SP:Iteration 11Q (7393.100000 sec): 3 clusters
  Score: Raw -1047253.108422 + Penalty 4401.726192 = -1042851.382231
  nChanged 165
		SP:Iteration 12Q (7393.120000 sec): 3 clusters
  Score: Raw -1047342.895466 + Penalty 4401.726192 = -1042941.169275
  nChanged 182
		SP:Iteration 13Q (7393.140000 sec): 3 clusters
  Score: Raw -1047436.036234 + Penalty 4401.726192 = -1043034.310042
  nChanged 194
		SP:Iteration 14Q (7393.170000 sec): 3 clusters
  Score: Raw -1047535.603100 + Penalty 4401.726192 = -1043133.876908
  nChanged 164
		SP:Iteration 15Q (7393.190000 sec): 3 clusters
  Score: Raw -1047623.850673 + Penalty 4401.726192 = -1043222.124482
  nChanged 182
		SP:Iteration 16Q (7393.210000 sec): 3 clusters
  Score: Raw -1047724.559359 + Penalty 4401.726192 = -1043322.833167
  nChanged 187
		SP:Iteration 17Q (7393.240000 sec): 3 clusters
  Score: Raw -1047816.658251 + Penalty 4401.726192 = -1043414.932059
  nChanged 158
		SP:Iteration 18Q (7393.260000 sec): 3 clusters
  Score: Raw -1047893.983914 + Penalty 4401.726192 = -1043492.257722
  nChanged 130
		SP:Iteration 19Q (7393.290000 sec): 3 clusters
  Score: Raw -1047963.362492 + Penalty 4401.726192 = -1043561.636300
  nChanged 129
		SP:Iteration 20F (7393.310000 sec): 3 clusters
  Score: Raw -1048028.541789 + Penalty 4401.726192 = -1043626.815597
  nChanged 122
		SP:Iteration 21Q (7393.330000 sec): 3 clusters
  Score: Raw -1048088.760701 + Penalty 4401.726192 = -1043687.034509
  nChanged 108
		SP:Iteration 22Q (7393.350000 sec): 3 clusters
  Score: Raw -1048133.044848 + Penalty 4401.726192 = -1043731.318656
  nChanged 89
		SP:Iteration 23Q (7393.380000 sec): 3 clusters
  Score: Raw -1048166.190366 + Penalty 4401.726192 = -1043764.464174
  nChanged 71
		SP:Iteration 24Q (7393.400000 sec): 3 clusters
  Score: Raw -1048194.423077 + Penalty 4401.726192 = -1043792.696885
  nChanged 81
		SP:Iteration 25Q (7393.430000 sec): 3 clusters
  Score: Raw -1048221.852523 + Penalty 4401.726192 = -1043820.126331
  nChanged 62
		SP:Iteration 26Q (7393.450000 sec): 3 clusters
  Score: Raw -1048243.700589 + Penalty 4401.726192 = -1043841.974398
  nChanged 57
		SP:Iteration 27Q (7393.470000 sec): 3 clusters
  Score: Raw -1048262.787840 + Penalty 4401.726192 = -1043861.061648
  nChanged 54
		SP:Iteration 28Q (7393.490000 sec): 3 clusters
  Score: Raw -1048285.462133 + Penalty 4401.726192 = -1043883.735942
  nChanged 55
		SP:Iteration 29Q (7393.510000 sec): 3 clusters
  Score: Raw -1048303.952921 + Penalty 4401.726192 = -1043902.226729
  nChanged 38
		SP:Iteration 30Q (7393.540000 sec): 3 clusters
  Score: Raw -1048320.821833 + Penalty 4401.726192 = -1043919.095642
  nChanged 49
		SP:Iteration 31Q (7393.560000 sec): 3 clusters
  Score: Raw -1048348.275195 + Penalty 4401.726192 = -1043946.549003
  nChanged 62
		SP:Iteration 32Q (7393.580000 sec): 3 clusters
  Score: Raw -1048377.641748 + Penalty 4401.726192 = -1043975.915556
  nChanged 60
		SP:Iteration 33Q (7393.610000 sec): 3 clusters
  Score: Raw -1048405.079214 + Penalty 4401.726192 = -1044003.353022
  nChanged 53
		SP:Iteration 34Q (7393.630000 sec): 3 clusters
  Score: Raw -1048431.328182 + Penalty 4401.726192 = -1044029.601990
  nChanged 62
		SP:Iteration 35Q (7393.650000 sec): 3 clusters
  Score: Raw -1048456.718481 + Penalty 4401.726192 = -1044054.992289
  nChanged 61
		SP:Iteration 36Q (7393.670000 sec): 3 clusters
  Score: Raw -1048482.854201 + Penalty 4401.726192 = -1044081.128009
  nChanged 53
		SP:Iteration 37Q (7393.690000 sec): 3 clusters
  Score: Raw -1048510.235651 + Penalty 4401.726192 = -1044108.509459
  nChanged 47
		SP:Iteration 38Q (7393.720000 sec): 3 clusters
  Score: Raw -1048528.941485 + Penalty 4401.726192 = -1044127.215294
  nChanged 42
		SP:Iteration 39Q (7393.740000 sec): 3 clusters
  Score: Raw -1048545.039166 + Penalty 4401.726192 = -1044143.312974
  nChanged 40
		SP:Iteration 40F (7393.760000 sec): 3 clusters
  Score: Raw -1048559.846699 + Penalty 4401.726192 = -1044158.120508
  nChanged 36
		SP:Iteration 41Q (7393.790000 sec): 3 clusters
  Score: Raw -1048572.266606 + Penalty 4401.726192 = -1044170.540414
  nChanged 39
		SP:Iteration 42Q (7393.810000 sec): 3 clusters
  Score: Raw -1048586.800251 + Penalty 4401.726192 = -1044185.074059
  nChanged 40
		SP:Iteration 43Q (7393.830000 sec): 3 clusters
  Score: Raw -1048604.208298 + Penalty 4401.726192 = -1044202.482106
  nChanged 41
		SP:Iteration 44Q (7393.850000 sec): 3 clusters
  Score: Raw -1048619.825097 + Penalty 4401.726192 = -1044218.098905
  nChanged 42
		SP:Iteration 45Q (7393.870000 sec): 3 clusters
  Score: Raw -1048632.757332 + Penalty 4401.726192 = -1044231.031140
  nChanged 29
		SP:Iteration 46Q (7393.890000 sec): 3 clusters
  Score: Raw -1048645.128812 + Penalty 4401.726192 = -1044243.402621
  nChanged 32
		SP:Iteration 47Q (7393.910000 sec): 3 clusters
  Score: Raw -1048655.072273 + Penalty 4401.726192 = -1044253.346082
  nChanged 29
		SP:Iteration 48Q (7393.940000 sec): 3 clusters
  Score: Raw -1048664.045836 + Penalty 4401.726192 = -1044262.319644
  nChanged 30
		SP:Iteration 49Q (7393.960000 sec): 3 clusters
  Score: Raw -1048673.183209 + Penalty 4401.726192 = -1044271.457017
  nChanged 24
		SP:Iteration 50Q (7393.980000 sec): 3 clusters
  Score: Raw -1048680.016158 + Penalty 4401.726192 = -1044278.289967
  nChanged 17
		SP:Iteration 51Q (7394.000000 sec): 3 clusters
  Score: Raw -1048684.884720 + Penalty 4401.726192 = -1044283.158528
  nChanged 13
		SP:Iteration 52Q (7394.030000 sec): 3 clusters
  Score: Raw -1048688.405899 + Penalty 4401.726192 = -1044286.679708
  nChanged 17
		SP:Iteration 53Q (7394.050000 sec): 3 clusters
  Score: Raw -1048692.305735 + Penalty 4401.726192 = -1044290.579543
  nChanged 10
		SP:Iteration 54Q (7394.070000 sec): 3 clusters
  Score: Raw -1048695.046798 + Penalty 4401.726192 = -1044293.320606
  nChanged 4
		SP:Iteration 55Q (7394.090000 sec): 3 clusters
  Score: Raw -1048695.672596 + Penalty 4401.726192 = -1044293.946405
  nChanged 2
		SP:Iteration 56Q (7394.110000 sec): 3 clusters
  Score: Raw -1048695.873303 + Penalty 4401.726192 = -1044294.147111
  nChanged 2
		SP:Iteration 57Q (7394.130000 sec): 3 clusters
  Score: Raw -1048696.350764 + Penalty 4401.726192 = -1044294.624572
  nChanged 5
		SP:Iteration 58Q (7394.150000 sec): 3 clusters
  Score: Raw -1048697.320298 + Penalty 4401.726192 = -1044295.594107
  nChanged 6
		SP:Iteration 59Q (7394.170000 sec): 3 clusters
  Score: Raw -1048699.118474 + Penalty 4401.726192 = -1044297.392282
  nChanged 10
		SP:Iteration 60F (7394.200000 sec): 3 clusters
  Score: Raw -1048701.419108 + Penalty 4401.726192 = -1044299.692917
  nChanged 9
		SP:Iteration 61Q (7394.220000 sec): 3 clusters
  Score: Raw -1048703.178791 + Penalty 4401.726192 = -1044301.452600
  nChanged 1
		SP:Iteration 62Q (7394.240000 sec): 3 clusters
  Score: Raw -1048703.312462 + Penalty 4401.726192 = -1044301.586270
  nChanged 1
		SP:Iteration 63Q (7394.260000 sec): 3 clusters
  Score: Raw -1048703.472538 + Penalty 4401.726192 = -1044301.746346
  nChanged 1
		SP:Iteration 64Q (7394.290000 sec): 3 clusters
  Score: Raw -1048703.535017 + Penalty 4401.726192 = -1044301.808826
  nChanged 1
		SP:Iteration 65Q (7394.310000 sec): 3 clusters
  Score: Raw -1048703.803615 + Penalty 4401.726192 = -1044302.077423
  nChanged 3
		SP:Iteration 66Q (7394.330000 sec): 3 clusters
  Score: Raw -1048704.323858 + Penalty 4401.726192 = -1044302.597667
  nChanged 3
		SP:Iteration 67Q (7394.350000 sec): 3 clusters
  Score: Raw -1048704.909340 + Penalty 4401.726192 = -1044303.183148
  nChanged 1
		SP:Iteration 68Q (7394.370000 sec): 3 clusters
  Score: Raw -1048705.097189 + Penalty 4401.726192 = -1044303.370997
  nChanged 1
		SP:Iteration 69Q (7394.390000 sec): 3 clusters
  Score: Raw -1048705.208347 + Penalty 4401.726192 = -1044303.482156
  nChanged 2
		SP:Iteration 70Q (7394.410000 sec): 3 clusters
  Score: Raw -1048705.807368 + Penalty 4401.726192 = -1044304.081177
  nChanged 3
		SP:Iteration 71Q (7394.430000 sec): 3 clusters
  Score: Raw -1048706.594998 + Penalty 4401.726192 = -1044304.868806
  nChanged 2
		SP:Iteration 72Q (7394.460000 sec): 3 clusters
  Score: Raw -1048706.861786 + Penalty 4401.726192 = -1044305.135594
  nChanged 2
		SP:Iteration 73Q (7394.480000 sec): 3 clusters
  Score: Raw -1048707.025111 + Penalty 4401.726192 = -1044305.298920
  nChanged 2
		SP:Iteration 74Q (7394.500000 sec): 3 clusters
  Score: Raw -1048707.393918 + Penalty 4401.726192 = -1044305.667726
  nChanged 2
		SP:Iteration 75Q (7394.520000 sec): 3 clusters
  Score: Raw -1048707.889482 + Penalty 4401.726192 = -1044306.163290
  nChanged 2
		SP:Iteration 76Q (7394.540000 sec): 3 clusters
  Score: Raw -1048708.218433 + Penalty 4401.726192 = -1044306.492241
  nChanged 1
		SP:Iteration 77Q (7394.560000 sec): 3 clusters
  Score: Raw -1048708.307141 + Penalty 4401.726192 = -1044306.580949
  nChanged 1
		SP:Iteration 78Q (7394.590000 sec): 3 clusters
  Score: Raw -1048708.496705 + Penalty 4401.726192 = -1044306.770513
  nChanged 0
		SP:Iteration 79F (7394.610000 sec): 3 clusters
  Score: Raw -1048708.496705 + Penalty 4401.726192 = -1044306.770513
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7394.630000 sec): 2 clusters
  Score: Raw -1079020.205459 + Penalty 2211.692436 = -1076808.513024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7394.660000 sec): 3 clusters
  Score: Raw -1075140.122338 + Penalty 4423.384871 = -1070716.737466
  nChanged 3000
		SP:Iteration 1F (7394.690000 sec): 3 clusters
  Score: Raw -1076798.949593 + Penalty 4423.384871 = -1072375.564722
  nChanged 507
		SP:Iteration 2F (7394.710000 sec): 3 clusters
  Score: Raw -1077066.763519 + Penalty 4423.384871 = -1072643.378648
  nChanged 367
		SP:Iteration 3Q (7394.730000 sec): 3 clusters
  Score: Raw -1077264.675119 + Penalty 4423.384871 = -1072841.290248
  nChanged 297
		SP:Iteration 4Q (7394.760000 sec): 3 clusters
  Score: Raw -1077400.206137 + Penalty 4423.384871 = -1072976.821266
  nChanged 211
		SP:Iteration 5Q (7394.790000 sec): 3 clusters
  Score: Raw -1077498.860018 + Penalty 4423.384871 = -1073075.475147
  nChanged 192
		SP:Iteration 6Q (7394.810000 sec): 3 clusters
  Score: Raw -1077587.964384 + Penalty 4423.384871 = -1073164.579513
  nChanged 199
		SP:Iteration 7Q (7394.840000 sec): 3 clusters
  Score: Raw -1077682.434252 + Penalty 4423.384871 = -1073259.049381
  nChanged 209
		SP:Iteration 8Q (7394.860000 sec): 3 clusters
  Score: Raw -1077790.377571 + Penalty 4423.384871 = -1073366.992700
  nChanged 221
		SP:Iteration 9Q (7394.890000 sec): 3 clusters
  Score: Raw -1077898.230467 + Penalty 4423.384871 = -1073474.845596
  nChanged 191
		SP:Iteration 10Q (7394.910000 sec): 3 clusters
  Score: Raw -1077984.253370 + Penalty 4423.384871 = -1073560.868499
  nChanged 178
		SP:Iteration 11Q (7394.940000 sec): 3 clusters
  Score: Raw -1078074.750752 + Penalty 4423.384871 = -1073651.365881
  nChanged 195
		SP:Iteration 12Q (7394.970000 sec): 3 clusters
  Score: Raw -1078186.051737 + Penalty 4423.384871 = -1073762.666866
  nChanged 196
		SP:Iteration 13Q (7394.990000 sec): 3 clusters
  Score: Raw -1078299.937618 + Penalty 4423.384871 = -1073876.552747
  nChanged 206
		SP:Iteration 14Q (7395.010000 sec): 3 clusters
  Score: Raw -1078422.304873 + Penalty 4423.384871 = -1073998.920002
  nChanged 200
		SP:Iteration 15Q (7395.040000 sec): 3 clusters
  Score: Raw -1078523.961117 + Penalty 4423.384871 = -1074100.576245
  nChanged 161
		SP:Iteration 16Q (7395.070000 sec): 3 clusters
  Score: Raw -1078614.561592 + Penalty 4423.384871 = -1074191.176721
  nChanged 171
		SP:Iteration 17Q (7395.090000 sec): 3 clusters
  Score: Raw -1078717.199043 + Penalty 4423.384871 = -1074293.814172
  nChanged 162
		SP:Iteration 18Q (7395.110000 sec): 3 clusters
  Score: Raw -1078813.045410 + Penalty 4423.384871 = -1074389.660539
  nChanged 137
		SP:Iteration 19Q (7395.140000 sec): 3 clusters
  Score: Raw -1078891.047767 + Penalty 4423.384871 = -1074467.662896
  nChanged 129
		SP:Iteration 20F (7395.170000 sec): 3 clusters
  Score: Raw -1078961.751300 + Penalty 4423.384871 = -1074538.366429
  nChanged 112
		SP:Iteration 21Q (7395.190000 sec): 3 clusters
  Score: Raw -1079027.967336 + Penalty 4423.384871 = -1074604.582465
  nChanged 114
		SP:Iteration 22Q (7395.210000 sec): 3 clusters
  Score: Raw -1079089.918630 + Penalty 4423.384871 = -1074666.533759
  nChanged 107
		SP:Iteration 23Q (7395.230000 sec): 3 clusters
  Score: Raw -1079143.342998 + Penalty 4423.384871 = -1074719.958127
  nChanged 88
		SP:Iteration 24Q (7395.260000 sec): 3 clusters
  Score: Raw -1079182.880930 + Penalty 4423.384871 = -1074759.496059
  nChanged 76
		SP:Iteration 25Q (7395.280000 sec): 3 clusters
  Score: Raw -1079213.998541 + Penalty 4423.384871 = -1074790.613670
  nChanged 62
		SP:Iteration 26Q (7395.310000 sec): 3 clusters
  Score: Raw -1079240.194419 + Penalty 4423.384871 = -1074816.809548
  nChanged 57
		SP:Iteration 27Q (7395.330000 sec): 3 clusters
  Score: Raw -1079263.352154 + Penalty 4423.384871 = -1074839.967283
  nChanged 52
		SP:Iteration 28Q (7395.350000 sec): 3 clusters
  Score: Raw -1079284.226465 + Penalty 4423.384871 = -1074860.841594
  nChanged 57
		SP:Iteration 29Q (7395.370000 sec): 3 clusters
  Score: Raw -1079303.449322 + Penalty 4423.384871 = -1074880.064451
  nChanged 44
		SP:Iteration 30Q (7395.390000 sec): 3 clusters
  Score: Raw -1079318.911161 + Penalty 4423.384871 = -1074895.526290
  nChanged 36
		SP:Iteration 31Q (7395.420000 sec): 3 clusters
  Score: Raw -1079331.427787 + Penalty 4423.384871 = -1074908.042916
  nChanged 30
		SP:Iteration 32Q (7395.440000 sec): 3 clusters
  Score: Raw -1079341.779637 + Penalty 4423.384871 = -1074918.394766
  nChanged 24
		SP:Iteration 33Q (7395.460000 sec): 3 clusters
  Score: Raw -1079348.560234 + Penalty 4423.384871 = -1074925.175362
  nChanged 17
		SP:Iteration 34Q (7395.490000 sec): 3 clusters
  Score: Raw -1079353.544463 + Penalty 4423.384871 = -1074930.159592
  nChanged 16
		SP:Iteration 35Q (7395.510000 sec): 3 clusters
  Score: Raw -1079357.264371 + Penalty 4423.384871 = -1074933.879500
  nChanged 12
		SP:Iteration 36Q (7395.530000 sec): 3 clusters
  Score: Raw -1079361.469132 + Penalty 4423.384871 = -1074938.084260
  nChanged 9
		SP:Iteration 37Q (7395.550000 sec): 3 clusters
  Score: Raw -1079363.727732 + Penalty 4423.384871 = -1074940.342861
  nChanged 13
		SP:Iteration 38Q (7395.570000 sec): 3 clusters
  Score: Raw -1079366.886509 + Penalty 4423.384871 = -1074943.501638
  nChanged 9
		SP:Iteration 39Q (7395.590000 sec): 3 clusters
  Score: Raw -1079369.212778 + Penalty 4423.384871 = -1074945.827907
  nChanged 8
		SP:Iteration 40F (7395.620000 sec): 3 clusters
  Score: Raw -1079371.323040 + Penalty 4423.384871 = -1074947.938169
  nChanged 5
		SP:Iteration 41Q (7395.640000 sec): 3 clusters
  Score: Raw -1079372.535563 + Penalty 4423.384871 = -1074949.150692
  nChanged 6
		SP:Iteration 42Q (7395.670000 sec): 3 clusters
  Score: Raw -1079374.142658 + Penalty 4423.384871 = -1074950.757787
  nChanged 7
		SP:Iteration 43Q (7395.690000 sec): 3 clusters
  Score: Raw -1079376.736122 + Penalty 4423.384871 = -1074953.351251
  nChanged 11
		SP:Iteration 44Q (7395.710000 sec): 3 clusters
  Score: Raw -1079380.189473 + Penalty 4423.384871 = -1074956.804602
  nChanged 8
		SP:Iteration 45Q (7395.730000 sec): 3 clusters
  Score: Raw -1079382.549157 + Penalty 4423.384871 = -1074959.164286
  nChanged 4
		SP:Iteration 46Q (7395.750000 sec): 3 clusters
  Score: Raw -1079383.294411 + Penalty 4423.384871 = -1074959.909540
  nChanged 2
		SP:Iteration 47Q (7395.770000 sec): 3 clusters
  Score: Raw -1079383.983647 + Penalty 4423.384871 = -1074960.598776
  nChanged 3
		SP:Iteration 48Q (7395.800000 sec): 3 clusters
  Score: Raw -1079384.698005 + Penalty 4423.384871 = -1074961.313134
  nChanged 3
		SP:Iteration 49Q (7395.820000 sec): 3 clusters
  Score: Raw -1079385.337086 + Penalty 4423.384871 = -1074961.952215
  nChanged 5
		SP:Iteration 50Q (7395.840000 sec): 3 clusters
  Score: Raw -1079386.601701 + Penalty 4423.384871 = -1074963.216830
  nChanged 2
		SP:Iteration 51Q (7395.860000 sec): 3 clusters
  Score: Raw -1079387.445515 + Penalty 4423.384871 = -1074964.060643
  nChanged 5
		SP:Iteration 52Q (7395.890000 sec): 3 clusters
  Score: Raw -1079388.593891 + Penalty 4423.384871 = -1074965.209020
  nChanged 5
		SP:Iteration 53Q (7395.910000 sec): 3 clusters
  Score: Raw -1079390.033928 + Penalty 4423.384871 = -1074966.649057
  nChanged 5
		SP:Iteration 54Q (7395.930000 sec): 3 clusters
  Score: Raw -1079391.123577 + Penalty 4423.384871 = -1074967.738706
  nChanged 2
		SP:Iteration 55Q (7395.950000 sec): 3 clusters
  Score: Raw -1079391.572281 + Penalty 4423.384871 = -1074968.187410
  nChanged 3
		SP:Iteration 56Q (7395.970000 sec): 3 clusters
  Score: Raw -1079392.300906 + Penalty 4423.384871 = -1074968.916035
  nChanged 3
		SP:Iteration 57Q (7395.990000 sec): 3 clusters
  Score: Raw -1079392.775387 + Penalty 4423.384871 = -1074969.390516
  nChanged 1
		SP:Iteration 58Q (7396.020000 sec): 3 clusters
  Score: Raw -1079393.050113 + Penalty 4423.384871 = -1074969.665242
  nChanged 1
		SP:Iteration 59Q (7396.040000 sec): 3 clusters
  Score: Raw -1079393.782342 + Penalty 4423.384871 = -1074970.397471
  nChanged 2
		SP:Iteration 60F (7396.070000 sec): 3 clusters
  Score: Raw -1079394.647477 + Penalty 4423.384871 = -1074971.262606
  nChanged 4
		SP:Iteration 61Q (7396.090000 sec): 3 clusters
  Score: Raw -1079395.406434 + Penalty 4423.384871 = -1074972.021563
  nChanged 1
		SP:Iteration 62Q (7396.110000 sec): 3 clusters
  Score: Raw -1079395.873582 + Penalty 4423.384871 = -1074972.488711
  nChanged 1
		SP:Iteration 63Q (7396.130000 sec): 3 clusters
  Score: Raw -1079396.018865 + Penalty 4423.384871 = -1074972.633994
  nChanged 1
		SP:Iteration 64Q (7396.150000 sec): 3 clusters
  Score: Raw -1079396.143786 + Penalty 4423.384871 = -1074972.758915
  nChanged 1
		SP:Iteration 65Q (7396.170000 sec): 3 clusters
  Score: Raw -1079396.352438 + Penalty 4423.384871 = -1074972.967567
  nChanged 2
		SP:Iteration 66Q (7396.200000 sec): 3 clusters
  Score: Raw -1079396.907347 + Penalty 4423.384871 = -1074973.522476
  nChanged 2
		SP:Iteration 67Q (7396.220000 sec): 3 clusters
  Score: Raw -1079397.534065 + Penalty 4423.384871 = -1074974.149194
  nChanged 3
		SP:Iteration 68Q (7396.240000 sec): 3 clusters
  Score: Raw -1079398.510904 + Penalty 4423.384871 = -1074975.126033
  nChanged 4
		SP:Iteration 69Q (7396.260000 sec): 3 clusters
  Score: Raw -1079399.403904 + Penalty 4423.384871 = -1074976.019033
  nChanged 4
		SP:Iteration 70Q (7396.290000 sec): 3 clusters
  Score: Raw -1079400.783390 + Penalty 4423.384871 = -1074977.398519
  nChanged 3
		SP:Iteration 71Q (7396.310000 sec): 3 clusters
  Score: Raw -1079401.745148 + Penalty 4423.384871 = -1074978.360277
  nChanged 1
		SP:Iteration 72Q (7396.330000 sec): 3 clusters
  Score: Raw -1079401.849958 + Penalty 4423.384871 = -1074978.465087
  nChanged 0
		SP:Iteration 73F (7396.350000 sec): 3 clusters
  Score: Raw -1079401.849958 + Penalty 4423.384871 = -1074978.465087
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7396.440000 sec): 2 clusters
  Score: Raw -4018143.892525 + Penalty 2532.321119 = -4015611.571406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7396.530000 sec): 3 clusters
  Score: Raw -4001860.820349 + Penalty 5064.642237 = -3996796.178111
  nChanged 12119
		SP:Iteration 1F (7396.630000 sec): 3 clusters
  Score: Raw -4008396.377028 + Penalty 5064.642237 = -4003331.734791
  nChanged 1341
		SP:Iteration 2Q (7396.720000 sec): 3 clusters
  Score: Raw -4008897.857818 + Penalty 5064.642237 = -4003833.215581
  nChanged 1281
		SP:Iteration 3Q (7396.810000 sec): 3 clusters
  Score: Raw -4009416.321618 + Penalty 5064.642237 = -4004351.679381
  nChanged 1402
		SP:Iteration 4F (7396.910000 sec): 3 clusters
  Score: Raw -4010082.106597 + Penalty 5064.642237 = -4005017.464360
  nChanged 1622
		SP:Iteration 5F (7397.000000 sec): 3 clusters
  Score: Raw -4011074.571191 + Penalty 5064.642237 = -4006009.928954
  nChanged 1993
		SP:Iteration 6F (7397.090000 sec): 3 clusters
  Score: Raw -4012609.768380 + Penalty 5064.642237 = -4007545.126143
  nChanged 2142
		SP:Iteration 7F (7397.190000 sec): 3 clusters
  Score: Raw -4014519.089994 + Penalty 5064.642237 = -4009454.447757
  nChanged 1771
		SP:Iteration 8F (7397.280000 sec): 3 clusters
  Score: Raw -4016233.113041 + Penalty 5064.642237 = -4011168.470804
  nChanged 1212
		SP:Iteration 9Q (7397.370000 sec): 3 clusters
  Score: Raw -4017455.363947 + Penalty 5064.642237 = -4012390.721710
  nChanged 535
		SP:Iteration 10Q (7397.450000 sec): 3 clusters
  Score: Raw -4018001.451066 + Penalty 5064.642237 = -4012936.808828
  nChanged 202
		SP:Iteration 11Q (7397.520000 sec): 3 clusters
  Score: Raw -4018212.296090 + Penalty 5064.642237 = -4013147.653853
  nChanged 76
		SP:Iteration 12Q (7397.590000 sec): 3 clusters
  Score: Raw -4018317.394284 + Penalty 5064.642237 = -4013252.752047
  nChanged 36
		SP:Iteration 13Q (7397.660000 sec): 3 clusters
  Score: Raw -4018373.537636 + Penalty 5064.642237 = -4013308.895399
  nChanged 18
		SP:Iteration 14Q (7397.730000 sec): 3 clusters
  Score: Raw -4018400.813382 + Penalty 5064.642237 = -4013336.171145
  nChanged 12
		SP:Iteration 15Q (7397.790000 sec): 3 clusters
  Score: Raw -4018421.149462 + Penalty 5064.642237 = -4013356.507225
  nChanged 5
		SP:Iteration 16Q (7397.860000 sec): 3 clusters
  Score: Raw -4018429.934959 + Penalty 5064.642237 = -4013365.292722
  nChanged 4
		SP:Iteration 17Q (7397.930000 sec): 3 clusters
  Score: Raw -4018435.141271 + Penalty 5064.642237 = -4013370.499033
  nChanged 7
		SP:Iteration 18Q (7397.990000 sec): 3 clusters
  Score: Raw -4018444.089549 + Penalty 5064.642237 = -4013379.447312
  nChanged 2
		SP:Iteration 19Q (7398.060000 sec): 3 clusters
  Score: Raw -4018449.326370 + Penalty 5064.642237 = -4013384.684133
  nChanged 4
		SP:Iteration 20F (7398.150000 sec): 3 clusters
  Score: Raw -4018457.947324 + Penalty 5064.642237 = -4013393.305087
  nChanged 4
		SP:Iteration 21Q (7398.210000 sec): 3 clusters
  Score: Raw -4018463.103039 + Penalty 5064.642237 = -4013398.460802
  nChanged 0
		SP:Iteration 22F (7398.300000 sec): 3 clusters
  Score: Raw -4018463.103039 + Penalty 5064.642237 = -4013398.460802
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7398.370000 sec): 2 clusters
  Score: Raw -3335349.450442 + Penalty 2501.879269 = -3332847.571173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7398.460000 sec): 3 clusters
  Score: Raw -3320977.540689 + Penalty 5003.758539 = -3315973.782151
  nChanged 10871
		SP:Iteration 1F (7398.540000 sec): 3 clusters
  Score: Raw -3326815.774331 + Penalty 5003.758539 = -3321812.015792
  nChanged 1283
		SP:Iteration 2F (7398.620000 sec): 3 clusters
  Score: Raw -3327281.353551 + Penalty 5003.758539 = -3322277.595012
  nChanged 1143
		SP:Iteration 3Q (7398.710000 sec): 3 clusters
  Score: Raw -3327656.517964 + Penalty 5003.758539 = -3322652.759425
  nChanged 977
		SP:Iteration 4Q (7398.790000 sec): 3 clusters
  Score: Raw -3327992.960410 + Penalty 5003.758539 = -3322989.201872
  nChanged 935
		SP:Iteration 5Q (7398.870000 sec): 3 clusters
  Score: Raw -3328331.832556 + Penalty 5003.758539 = -3323328.074017
  nChanged 913
		SP:Iteration 6Q (7398.950000 sec): 3 clusters
  Score: Raw -3328719.234235 + Penalty 5003.758539 = -3323715.475696
  nChanged 1030
		SP:Iteration 7Q (7399.040000 sec): 3 clusters
  Score: Raw -3329223.805085 + Penalty 5003.758539 = -3324220.046547
  nChanged 1109
		SP:Iteration 8Q (7399.120000 sec): 3 clusters
  Score: Raw -3329847.212662 + Penalty 5003.758539 = -3324843.454123
  nChanged 1136
		SP:Iteration 9Q (7399.200000 sec): 3 clusters
  Score: Raw -3330575.776874 + Penalty 5003.758539 = -3325572.018335
  nChanged 1235
		SP:Iteration 10F (7399.290000 sec): 3 clusters
  Score: Raw -3331473.450901 + Penalty 5003.758539 = -3326469.692363
  nChanged 1213
		SP:Iteration 11F (7399.370000 sec): 3 clusters
  Score: Raw -3332416.396589 + Penalty 5003.758539 = -3327412.638051
  nChanged 1079
		SP:Iteration 12Q (7399.450000 sec): 3 clusters
  Score: Raw -3333281.842608 + Penalty 5003.758539 = -3328278.084069
  nChanged 951
		SP:Iteration 13Q (7399.530000 sec): 3 clusters
  Score: Raw -3334014.150285 + Penalty 5003.758539 = -3329010.391746
  nChanged 732
		SP:Iteration 14Q (7399.600000 sec): 3 clusters
  Score: Raw -3334596.442615 + Penalty 5003.758539 = -3329592.684077
  nChanged 541
		SP:Iteration 15Q (7399.680000 sec): 3 clusters
  Score: Raw -3335000.214090 + Penalty 5003.758539 = -3329996.455551
  nChanged 402
		SP:Iteration 16Q (7399.750000 sec): 3 clusters
  Score: Raw -3335284.497425 + Penalty 5003.758539 = -3330280.738887
  nChanged 289
		SP:Iteration 17Q (7399.810000 sec): 3 clusters
  Score: Raw -3335462.494908 + Penalty 5003.758539 = -3330458.736369
  nChanged 196
		SP:Iteration 18Q (7399.880000 sec): 3 clusters
  Score: Raw -3335581.875607 + Penalty 5003.758539 = -3330578.117068
  nChanged 153
		SP:Iteration 19Q (7399.940000 sec): 3 clusters
  Score: Raw -3335670.998468 + Penalty 5003.758539 = -3330667.239929
  nChanged 98
		SP:Iteration 20F (7400.030000 sec): 3 clusters
  Score: Raw -3335724.612355 + Penalty 5003.758539 = -3330720.853816
  nChanged 79
		SP:Iteration 21Q (7400.090000 sec): 3 clusters
  Score: Raw -3335769.695753 + Penalty 5003.758539 = -3330765.937214
  nChanged 71
		SP:Iteration 22Q (7400.150000 sec): 3 clusters
  Score: Raw -3335810.504490 + Penalty 5003.758539 = -3330806.745952
  nChanged 58
		SP:Iteration 23Q (7400.220000 sec): 3 clusters
  Score: Raw -3335844.897504 + Penalty 5003.758539 = -3330841.138965
  nChanged 56
		SP:Iteration 24Q (7400.280000 sec): 3 clusters
  Score: Raw -3335878.922659 + Penalty 5003.758539 = -3330875.164120
  nChanged 56
		SP:Iteration 25Q (7400.340000 sec): 3 clusters
  Score: Raw -3335910.929567 + Penalty 5003.758539 = -3330907.171029
  nChanged 41
		SP:Iteration 26Q (7400.400000 sec): 3 clusters
  Score: Raw -3335933.407055 + Penalty 5003.758539 = -3330929.648516
  nChanged 30
		SP:Iteration 27Q (7400.460000 sec): 3 clusters
  Score: Raw -3335946.492546 + Penalty 5003.758539 = -3330942.734008
  nChanged 18
		SP:Iteration 28Q (7400.520000 sec): 3 clusters
  Score: Raw -3335956.909073 + Penalty 5003.758539 = -3330953.150534
  nChanged 23
		SP:Iteration 29Q (7400.580000 sec): 3 clusters
  Score: Raw -3335969.145458 + Penalty 5003.758539 = -3330965.386919
  nChanged 20
		SP:Iteration 30Q (7400.650000 sec): 3 clusters
  Score: Raw -3335978.415527 + Penalty 5003.758539 = -3330974.656988
  nChanged 21
		SP:Iteration 31Q (7400.710000 sec): 3 clusters
  Score: Raw -3335989.197803 + Penalty 5003.758539 = -3330985.439264
  nChanged 17
		SP:Iteration 32Q (7400.770000 sec): 3 clusters
  Score: Raw -3335996.549085 + Penalty 5003.758539 = -3330992.790546
  nChanged 9
		SP:Iteration 33Q (7400.830000 sec): 3 clusters
  Score: Raw -3335999.606981 + Penalty 5003.758539 = -3330995.848442
  nChanged 7
		SP:Iteration 34Q (7400.890000 sec): 3 clusters
  Score: Raw -3336002.462712 + Penalty 5003.758539 = -3330998.704173
  nChanged 7
		SP:Iteration 35Q (7400.950000 sec): 3 clusters
  Score: Raw -3336004.859859 + Penalty 5003.758539 = -3331001.101320
  nChanged 5
		SP:Iteration 36Q (7401.010000 sec): 3 clusters
  Score: Raw -3336008.165619 + Penalty 5003.758539 = -3331004.407080
  nChanged 7
		SP:Iteration 37Q (7401.070000 sec): 3 clusters
  Score: Raw -3336010.443757 + Penalty 5003.758539 = -3331006.685218
  nChanged 0
		SP:Iteration 38F (7401.150000 sec): 3 clusters
  Score: Raw -3336010.443757 + Penalty 5003.758539 = -3331006.685218
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7401.170000 sec): 2 clusters
  Score: Raw -494000.591510 + Penalty 2019.015069 = -491981.576441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7401.180000 sec): 3 clusters
  Score: Raw -492468.189862 + Penalty 4038.030138 = -488430.159725
  nChanged 1255
		SP:Iteration 1F (7401.200000 sec): 3 clusters
  Score: Raw -493247.807078 + Penalty 4038.030138 = -489209.776940
  nChanged 264
		SP:Iteration 2F (7401.210000 sec): 3 clusters
  Score: Raw -493420.478245 + Penalty 4038.030138 = -489382.448107
  nChanged 170
		SP:Iteration 3Q (7401.220000 sec): 3 clusters
  Score: Raw -493541.063814 + Penalty 4038.030138 = -489503.033676
  nChanged 146
		SP:Iteration 4Q (7401.230000 sec): 3 clusters
  Score: Raw -493642.278927 + Penalty 4038.030138 = -489604.248790
  nChanged 122
		SP:Iteration 5Q (7401.240000 sec): 3 clusters
  Score: Raw -493737.752586 + Penalty 4038.030138 = -489699.722448
  nChanged 106
		SP:Iteration 6Q (7401.250000 sec): 3 clusters
  Score: Raw -493808.382370 + Penalty 4038.030138 = -489770.352232
  nChanged 92
		SP:Iteration 7Q (7401.260000 sec): 3 clusters
  Score: Raw -493873.708768 + Penalty 4038.030138 = -489835.678631
  nChanged 78
		SP:Iteration 8Q (7401.280000 sec): 3 clusters
  Score: Raw -493924.701971 + Penalty 4038.030138 = -489886.671834
  nChanged 67
		SP:Iteration 9Q (7401.290000 sec): 3 clusters
  Score: Raw -493967.485140 + Penalty 4038.030138 = -489929.455002
  nChanged 72
		SP:Iteration 10Q (7401.300000 sec): 3 clusters
  Score: Raw -494020.988305 + Penalty 4038.030138 = -489982.958168
  nChanged 68
		SP:Iteration 11Q (7401.310000 sec): 3 clusters
  Score: Raw -494066.579631 + Penalty 4038.030138 = -490028.549494
  nChanged 61
		SP:Iteration 12Q (7401.320000 sec): 3 clusters
  Score: Raw -494111.370241 + Penalty 4038.030138 = -490073.340104
  nChanged 64
		SP:Iteration 13Q (7401.330000 sec): 3 clusters
  Score: Raw -494158.572411 + Penalty 4038.030138 = -490120.542274
  nChanged 54
		SP:Iteration 14Q (7401.340000 sec): 3 clusters
  Score: Raw -494198.258311 + Penalty 4038.030138 = -490160.228174
  nChanged 55
		SP:Iteration 15Q (7401.360000 sec): 3 clusters
  Score: Raw -494229.520856 + Penalty 4038.030138 = -490191.490719
  nChanged 47
		SP:Iteration 16Q (7401.370000 sec): 3 clusters
  Score: Raw -494261.236516 + Penalty 4038.030138 = -490223.206378
  nChanged 43
		SP:Iteration 17Q (7401.380000 sec): 3 clusters
  Score: Raw -494287.852240 + Penalty 4038.030138 = -490249.822102
  nChanged 39
		SP:Iteration 18Q (7401.390000 sec): 3 clusters
  Score: Raw -494311.163979 + Penalty 4038.030138 = -490273.133842
  nChanged 47
		SP:Iteration 19Q (7401.400000 sec): 3 clusters
  Score: Raw -494343.357998 + Penalty 4038.030138 = -490305.327861
  nChanged 52
		SP:Iteration 20F (7401.410000 sec): 3 clusters
  Score: Raw -494392.038058 + Penalty 4038.030138 = -490354.007920
  nChanged 68
		SP:Iteration 21Q (7401.420000 sec): 3 clusters
  Score: Raw -494446.202494 + Penalty 4038.030138 = -490408.172357
  nChanged 68
		SP:Iteration 22Q (7401.430000 sec): 3 clusters
  Score: Raw -494513.026092 + Penalty 4038.030138 = -490474.995954
  nChanged 79
		SP:Iteration 23Q (7401.440000 sec): 3 clusters
  Score: Raw -494610.016721 + Penalty 4038.030138 = -490571.986584
  nChanged 94
		SP:Iteration 24Q (7401.460000 sec): 3 clusters
  Score: Raw -494743.278509 + Penalty 4038.030138 = -490705.248371
  nChanged 114
		SP:Iteration 25Q (7401.460000 sec): 3 clusters
  Score: Raw -494899.006943 + Penalty 4038.030138 = -490860.976806
  nChanged 111
		SP:Iteration 26Q (7401.480000 sec): 3 clusters
  Score: Raw -495073.885658 + Penalty 4038.030138 = -491035.855520
  nChanged 112
		SP:Iteration 27Q (7401.490000 sec): 3 clusters
  Score: Raw -495232.237819 + Penalty 4038.030138 = -491194.207682
  nChanged 98
		SP:Iteration 28Q (7401.500000 sec): 3 clusters
  Score: Raw -495350.915501 + Penalty 4038.030138 = -491312.885363
  nChanged 70
		SP:Iteration 29Q (7401.510000 sec): 3 clusters
  Score: Raw -495452.489582 + Penalty 4038.030138 = -491414.459444
  nChanged 67
		SP:Iteration 30Q (7401.520000 sec): 3 clusters
  Score: Raw -495542.062363 + Penalty 4038.030138 = -491504.032225
  nChanged 57
		SP:Iteration 31Q (7401.520000 sec): 3 clusters
  Score: Raw -495609.544000 + Penalty 4038.030138 = -491571.513862
  nChanged 45
		SP:Iteration 32Q (7401.540000 sec): 3 clusters
  Score: Raw -495658.752949 + Penalty 4038.030138 = -491620.722812
  nChanged 33
		SP:Iteration 33Q (7401.540000 sec): 3 clusters
  Score: Raw -495690.505038 + Penalty 4038.030138 = -491652.474901
  nChanged 22
		SP:Iteration 34Q (7401.560000 sec): 3 clusters
  Score: Raw -495704.063189 + Penalty 4038.030138 = -491666.033052
  nChanged 18
		SP:Iteration 35Q (7401.560000 sec): 3 clusters
  Score: Raw -495716.310829 + Penalty 4038.030138 = -491678.280691
  nChanged 9
		SP:Iteration 36Q (7401.570000 sec): 3 clusters
  Score: Raw -495720.942862 + Penalty 4038.030138 = -491682.912725
  nChanged 7
		SP:Iteration 37Q (7401.580000 sec): 3 clusters
  Score: Raw -495725.602425 + Penalty 4038.030138 = -491687.572288
  nChanged 5
		SP:Iteration 38Q (7401.590000 sec): 3 clusters
  Score: Raw -495728.104802 + Penalty 4038.030138 = -491690.074665
  nChanged 3
		SP:Iteration 39Q (7401.600000 sec): 3 clusters
  Score: Raw -495729.389511 + Penalty 4038.030138 = -491691.359373
  nChanged 3
		SP:Iteration 40F (7401.610000 sec): 3 clusters
  Score: Raw -495729.822240 + Penalty 4038.030138 = -491691.792103
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7401.620000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7401.620000 sec): 3 clusters
  Score: Raw -126908.938655 + Penalty 3350.283633 = -123558.655021
  nChanged 202
		SP:Iteration 1F (7401.620000 sec): 3 clusters
  Score: Raw -127167.017928 + Penalty 3350.283633 = -123816.734295
  nChanged 49
		SP:Iteration 2F (7401.630000 sec): 3 clusters
  Score: Raw -127267.203144 + Penalty 3350.283633 = -123916.919511
  nChanged 40
		SP:Iteration 3Q (7401.630000 sec): 3 clusters
  Score: Raw -127326.146726 + Penalty 3350.283633 = -123975.863093
  nChanged 16
		SP:Iteration 4Q (7401.630000 sec): 3 clusters
  Score: Raw -127354.230787 + Penalty 3350.283633 = -124003.947154
  nChanged 10
		SP:Iteration 5Q (7401.640000 sec): 3 clusters
  Score: Raw -127365.359568 + Penalty 3350.283633 = -124015.075935
  nChanged 6
		SP:Iteration 6Q (7401.640000 sec): 3 clusters
  Score: Raw -127375.111701 + Penalty 3350.283633 = -124024.828067
  nChanged 5
		SP:Iteration 7Q (7401.640000 sec): 3 clusters
  Score: Raw -127380.777215 + Penalty 3350.283633 = -124030.493581
  nChanged 4
		SP:Iteration 8Q (7401.640000 sec): 3 clusters
  Score: Raw -127386.461215 + Penalty 3350.283633 = -124036.177582
  nChanged 4
		SP:Iteration 9Q (7401.650000 sec): 3 clusters
  Score: Raw -127393.651352 + Penalty 3350.283633 = -124043.367719
  nChanged 5
		SP:Iteration 10Q (7401.650000 sec): 3 clusters
  Score: Raw -127404.243821 + Penalty 3350.283633 = -124053.960188
  nChanged 3
		SP:Iteration 11Q (7401.650000 sec): 3 clusters
  Score: Raw -127408.439280 + Penalty 3350.283633 = -124058.155647
  nChanged 2
		SP:Iteration 12Q (7401.660000 sec): 3 clusters
  Score: Raw -127412.697592 + Penalty 3350.283633 = -124062.413959
  nChanged 3
		SP:Iteration 13Q (7401.660000 sec): 3 clusters
  Score: Raw -127415.281578 + Penalty 3350.283633 = -124064.997944
  nChanged 1
		SP:Iteration 14Q (7401.660000 sec): 3 clusters
  Score: Raw -127415.947726 + Penalty 3350.283633 = -124065.664093
  nChanged 0
		SP:Iteration 15F (7401.660000 sec): 3 clusters
  Score: Raw -127415.947726 + Penalty 3350.283633 = -124065.664093
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7401.670000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7401.670000 sec): 3 clusters
  Score: Raw -33629.451889 + Penalty 2756.186719 = -30873.265170
  nChanged 36
		SP:Iteration 1F (7401.670000 sec): 3 clusters
  Score: Raw -33810.126662 + Penalty 2756.186719 = -31053.939943
  nChanged 12
		SP:Iteration 2Q (7401.670000 sec): 3 clusters
  Score: Raw -33927.638551 + Penalty 2756.186719 = -31171.451832
  nChanged 8
		SP:Iteration 3Q (7401.670000 sec): 3 clusters
  Score: Raw -33959.245368 + Penalty 2756.186719 = -31203.058650
  nChanged 3
		SP:Iteration 4Q (7401.670000 sec): 3 clusters
  Score: Raw -33971.210544 + Penalty 2756.186719 = -31215.023825
  nChanged 1
		SP:Iteration 5Q (7401.670000 sec): 3 clusters
  Score: Raw -33975.665985 + Penalty 2756.186719 = -31219.479267
  nChanged 1
		SP:Iteration 6Q (7401.670000 sec): 3 clusters
  Score: Raw -33980.464323 + Penalty 2756.186719 = -31224.277604
  nChanged 1
		SP:Iteration 7Q (7401.680000 sec): 3 clusters
  Score: Raw -33987.513302 + Penalty 2756.186719 = -31231.326583
  nChanged 0
		SP:Iteration 8F (7401.680000 sec): 3 clusters
  Score: Raw -33987.513302 + Penalty 2756.186719 = -31231.326583
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7401.720000 sec): 2 clusters
  Score: Raw -2055519.275499 + Penalty 2363.519412 = -2053155.756086
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7401.770000 sec): 3 clusters
  Score: Raw -2047817.930863 + Penalty 4727.038825 = -2043090.892038
  nChanged 5865
		SP:Iteration 1F (7401.820000 sec): 3 clusters
  Score: Raw -2050879.203695 + Penalty 4727.038825 = -2046152.164871
  nChanged 859
		SP:Iteration 2F (7401.860000 sec): 3 clusters
  Score: Raw -2051237.444232 + Penalty 4727.038825 = -2046510.405408
  nChanged 671
		SP:Iteration 3Q (7401.910000 sec): 3 clusters
  Score: Raw -2051473.175099 + Penalty 4727.038825 = -2046746.136275
  nChanged 496
		SP:Iteration 4Q (7401.960000 sec): 3 clusters
  Score: Raw -2051650.880055 + Penalty 4727.038825 = -2046923.841231
  nChanged 447
		SP:Iteration 5Q (7402.010000 sec): 3 clusters
  Score: Raw -2051804.691383 + Penalty 4727.038825 = -2047077.652559
  nChanged 408
		SP:Iteration 6Q (7402.050000 sec): 3 clusters
  Score: Raw -2051935.260292 + Penalty 4727.038825 = -2047208.221468
  nChanged 361
		SP:Iteration 7Q (7402.100000 sec): 3 clusters
  Score: Raw -2052053.563068 + Penalty 4727.038825 = -2047326.524243
  nChanged 353
		SP:Iteration 8Q (7402.150000 sec): 3 clusters
  Score: Raw -2052188.420837 + Penalty 4727.038825 = -2047461.382012
  nChanged 378
		SP:Iteration 9Q (7402.200000 sec): 3 clusters
  Score: Raw -2052343.107160 + Penalty 4727.038825 = -2047616.068335
  nChanged 387
		SP:Iteration 10Q (7402.240000 sec): 3 clusters
  Score: Raw -2052517.564777 + Penalty 4727.038825 = -2047790.525952
  nChanged 420
		SP:Iteration 11Q (7402.290000 sec): 3 clusters
  Score: Raw -2052726.846680 + Penalty 4727.038825 = -2047999.807855
  nChanged 487
		SP:Iteration 12Q (7402.340000 sec): 3 clusters
  Score: Raw -2052986.928158 + Penalty 4727.038825 = -2048259.889333
  nChanged 467
		SP:Iteration 13Q (7402.380000 sec): 3 clusters
  Score: Raw -2053261.760089 + Penalty 4727.038825 = -2048534.721265
  nChanged 478
		SP:Iteration 14Q (7402.430000 sec): 3 clusters
  Score: Raw -2053580.264251 + Penalty 4727.038825 = -2048853.225427
  nChanged 522
		SP:Iteration 15Q (7402.480000 sec): 3 clusters
  Score: Raw -2053929.824473 + Penalty 4727.038825 = -2049202.785649
  nChanged 478
		SP:Iteration 16Q (7402.520000 sec): 3 clusters
  Score: Raw -2054254.012003 + Penalty 4727.038825 = -2049526.973179
  nChanged 443
		SP:Iteration 17Q (7402.560000 sec): 3 clusters
  Score: Raw -2054559.037628 + Penalty 4727.038825 = -2049831.998803
  nChanged 355
		SP:Iteration 18Q (7402.610000 sec): 3 clusters
  Score: Raw -2054790.663123 + Penalty 4727.038825 = -2050063.624299
  nChanged 296
		SP:Iteration 19Q (7402.650000 sec): 3 clusters
  Score: Raw -2054981.277593 + Penalty 4727.038825 = -2050254.238768
  nChanged 228
		SP:Iteration 20F (7402.700000 sec): 3 clusters
  Score: Raw -2055118.854506 + Penalty 4727.038825 = -2050391.815682
  nChanged 173
		SP:Iteration 21Q (7402.740000 sec): 3 clusters
  Score: Raw -2055224.054618 + Penalty 4727.038825 = -2050497.015794
  nChanged 178
		SP:Iteration 22Q (7402.780000 sec): 3 clusters
  Score: Raw -2055333.895194 + Penalty 4727.038825 = -2050606.856369
  nChanged 134
		SP:Iteration 23Q (7402.820000 sec): 3 clusters
  Score: Raw -2055419.476724 + Penalty 4727.038825 = -2050692.437899
  nChanged 115
		SP:Iteration 24Q (7402.850000 sec): 3 clusters
  Score: Raw -2055486.381160 + Penalty 4727.038825 = -2050759.342336
  nChanged 99
		SP:Iteration 25Q (7402.890000 sec): 3 clusters
  Score: Raw -2055547.085896 + Penalty 4727.038825 = -2050820.047072
  nChanged 87
		SP:Iteration 26Q (7402.930000 sec): 3 clusters
  Score: Raw -2055603.900194 + Penalty 4727.038825 = -2050876.861369
  nChanged 65
		SP:Iteration 27Q (7402.960000 sec): 3 clusters
  Score: Raw -2055648.450003 + Penalty 4727.038825 = -2050921.411178
  nChanged 46
		SP:Iteration 28Q (7403.000000 sec): 3 clusters
  Score: Raw -2055675.763777 + Penalty 4727.038825 = -2050948.724952
  nChanged 34
		SP:Iteration 29Q (7403.040000 sec): 3 clusters
  Score: Raw -2055696.521360 + Penalty 4727.038825 = -2050969.482535
  nChanged 27
		SP:Iteration 30Q (7403.080000 sec): 3 clusters
  Score: Raw -2055710.403137 + Penalty 4727.038825 = -2050983.364313
  nChanged 22
		SP:Iteration 31Q (7403.110000 sec): 3 clusters
  Score: Raw -2055723.396605 + Penalty 4727.038825 = -2050996.357781
  nChanged 13
		SP:Iteration 32Q (7403.150000 sec): 3 clusters
  Score: Raw -2055731.906103 + Penalty 4727.038825 = -2051004.867278
  nChanged 20
		SP:Iteration 33Q (7403.180000 sec): 3 clusters
  Score: Raw -2055740.506922 + Penalty 4727.038825 = -2051013.468097
  nChanged 14
		SP:Iteration 34Q (7403.220000 sec): 3 clusters
  Score: Raw -2055750.721716 + Penalty 4727.038825 = -2051023.682891
  nChanged 16
		SP:Iteration 35Q (7403.250000 sec): 3 clusters
  Score: Raw -2055760.875123 + Penalty 4727.038825 = -2051033.836299
  nChanged 11
		SP:Iteration 36Q (7403.290000 sec): 3 clusters
  Score: Raw -2055767.779528 + Penalty 4727.038825 = -2051040.740704
  nChanged 9
		SP:Iteration 37Q (7403.320000 sec): 3 clusters
  Score: Raw -2055773.751081 + Penalty 4727.038825 = -2051046.712256
  nChanged 6
		SP:Iteration 38Q (7403.360000 sec): 3 clusters
  Score: Raw -2055776.592246 + Penalty 4727.038825 = -2051049.553422
  nChanged 5
		SP:Iteration 39Q (7403.400000 sec): 3 clusters
  Score: Raw -2055778.151187 + Penalty 4727.038825 = -2051051.112362
  nChanged 3
		SP:Iteration 40F (7403.440000 sec): 3 clusters
  Score: Raw -2055779.457554 + Penalty 4727.038825 = -2051052.418729
  nChanged 1
		SP:Iteration 41Q (7403.480000 sec): 3 clusters
  Score: Raw -2055780.184401 + Penalty 4727.038825 = -2051053.145576
  nChanged 1
		SP:Iteration 42Q (7403.510000 sec): 3 clusters
  Score: Raw -2055780.900659 + Penalty 4727.038825 = -2051053.861834
  nChanged 0
		SP:Iteration 43F (7403.560000 sec): 3 clusters
  Score: Raw -2055780.900659 + Penalty 4727.038825 = -2051053.861834
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7403.780000 sec): 2 clusters
  Score: Raw -10201492.613861 + Penalty 2765.898383 = -10198726.715479
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7404.020000 sec): 3 clusters
  Score: Raw -10157386.111365 + Penalty 5531.796765 = -10151854.314600
  nChanged 32620
		SP:Iteration 1F (7404.260000 sec): 3 clusters
  Score: Raw -10175500.827218 + Penalty 5531.796765 = -10169969.030453
  nChanged 2372
		SP:Iteration 2Q (7404.520000 sec): 3 clusters
  Score: Raw -10176069.651286 + Penalty 5531.796765 = -10170537.854521
  nChanged 2380
		SP:Iteration 3Q (7404.760000 sec): 3 clusters
  Score: Raw -10176663.464722 + Penalty 5531.796765 = -10171131.667957
  nChanged 2439
		SP:Iteration 4Q (7405.010000 sec): 3 clusters
  Score: Raw -10177322.006745 + Penalty 5531.796765 = -10171790.209980
  nChanged 2595
		SP:Iteration 5Q (7405.260000 sec): 3 clusters
  Score: Raw -10178092.729463 + Penalty 5531.796765 = -10172560.932698
  nChanged 2819
		SP:Iteration 6Q (7405.510000 sec): 3 clusters
  Score: Raw -10179019.101902 + Penalty 5531.796765 = -10173487.305137
  nChanged 3160
		SP:Iteration 7Q (7405.760000 sec): 3 clusters
  Score: Raw -10180235.881488 + Penalty 5531.796765 = -10174704.084723
  nChanged 3477
		SP:Iteration 8Q (7406.000000 sec): 3 clusters
  Score: Raw -10181695.212723 + Penalty 5531.796765 = -10176163.415958
  nChanged 3650
		SP:Iteration 9F (7406.250000 sec): 3 clusters
  Score: Raw -10183362.720946 + Penalty 5531.796765 = -10177830.924181
  nChanged 3660
		SP:Iteration 10F (7406.490000 sec): 3 clusters
  Score: Raw -10185133.344729 + Penalty 5531.796765 = -10179601.547964
  nChanged 3662
		SP:Iteration 11F (7406.730000 sec): 3 clusters
  Score: Raw -10187020.140733 + Penalty 5531.796765 = -10181488.343968
  nChanged 3479
		SP:Iteration 12Q (7406.980000 sec): 3 clusters
  Score: Raw -10189001.040122 + Penalty 5531.796765 = -10183469.243357
  nChanged 3535
		SP:Iteration 13F (7407.220000 sec): 3 clusters
  Score: Raw -10191305.099065 + Penalty 5531.796765 = -10185773.302300
  nChanged 3443
		SP:Iteration 14Q (7407.470000 sec): 3 clusters
  Score: Raw -10193868.740849 + Penalty 5531.796765 = -10188336.944084
  nChanged 3135
		SP:Iteration 15Q (7407.720000 sec): 3 clusters
  Score: Raw -10196451.066676 + Penalty 5531.796765 = -10190919.269911
  nChanged 2550
		SP:Iteration 16Q (7407.960000 sec): 3 clusters
  Score: Raw -10198705.276147 + Penalty 5531.796765 = -10193173.479382
  nChanged 1733
		SP:Iteration 17Q (7408.200000 sec): 3 clusters
  Score: Raw -10200287.139382 + Penalty 5531.796765 = -10194755.342617
  nChanged 894
		SP:Iteration 18Q (7408.420000 sec): 3 clusters
  Score: Raw -10201112.618852 + Penalty 5531.796765 = -10195580.822087
  nChanged 371
		SP:Iteration 19Q (7408.620000 sec): 3 clusters
  Score: Raw -10201500.372307 + Penalty 5531.796765 = -10195968.575542
  nChanged 152
		SP:Iteration 20F (7408.860000 sec): 3 clusters
  Score: Raw -10201661.444121 + Penalty 5531.796765 = -10196129.647356
  nChanged 64
		SP:Iteration 21Q (7409.040000 sec): 3 clusters
  Score: Raw -10201728.441493 + Penalty 5531.796765 = -10196196.644728
  nChanged 29
		SP:Iteration 22Q (7409.210000 sec): 3 clusters
  Score: Raw -10201763.551615 + Penalty 5531.796765 = -10196231.754850
  nChanged 17
		SP:Iteration 23Q (7409.380000 sec): 3 clusters
  Score: Raw -10201787.207070 + Penalty 5531.796765 = -10196255.410305
  nChanged 12
		SP:Iteration 24Q (7409.550000 sec): 3 clusters
  Score: Raw -10201807.773223 + Penalty 5531.796765 = -10196275.976458
  nChanged 13
		SP:Iteration 25Q (7409.720000 sec): 3 clusters
  Score: Raw -10201825.092850 + Penalty 5531.796765 = -10196293.296085
  nChanged 17
		SP:Iteration 26Q (7409.890000 sec): 3 clusters
  Score: Raw -10201842.108965 + Penalty 5531.796765 = -10196310.312200
  nChanged 10
		SP:Iteration 27Q (7410.060000 sec): 3 clusters
  Score: Raw -10201853.347467 + Penalty 5531.796765 = -10196321.550702
  nChanged 5
		SP:Iteration 28Q (7410.240000 sec): 3 clusters
  Score: Raw -10201861.735399 + Penalty 5531.796765 = -10196329.938634
  nChanged 7
		SP:Iteration 29Q (7410.400000 sec): 3 clusters
  Score: Raw -10201873.120571 + Penalty 5531.796765 = -10196341.323806
  nChanged 4
		SP:Iteration 30Q (7410.570000 sec): 3 clusters
  Score: Raw -10201878.454774 + Penalty 5531.796765 = -10196346.658009
  nChanged 5
		SP:Iteration 31Q (7410.740000 sec): 3 clusters
  Score: Raw -10201882.895076 + Penalty 5531.796765 = -10196351.098311
  nChanged 2
		SP:Iteration 32Q (7410.910000 sec): 3 clusters
  Score: Raw -10201884.916953 + Penalty 5531.796765 = -10196353.120188
  nChanged 4
		SP:Iteration 33Q (7411.080000 sec): 3 clusters
  Score: Raw -10201890.568714 + Penalty 5531.796765 = -10196358.771949
  nChanged 1
		SP:Iteration 34Q (7411.250000 sec): 3 clusters
  Score: Raw -10201891.634990 + Penalty 5531.796765 = -10196359.838225
  nChanged 1
		SP:Iteration 35Q (7411.420000 sec): 3 clusters
  Score: Raw -10201892.380393 + Penalty 5531.796765 = -10196360.583628
  nChanged 0
		SP:Iteration 36F (7411.660000 sec): 3 clusters
  Score: Raw -10201892.380393 + Penalty 5531.796765 = -10196360.583628
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7411.690000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7411.700000 sec): 3 clusters
  Score: Raw -385295.526933 + Penalty 3923.652944 = -381371.873989
  nChanged 893
		SP:Iteration 1F (7411.710000 sec): 3 clusters
  Score: Raw -385867.582007 + Penalty 3923.652944 = -381943.929064
  nChanged 174
		SP:Iteration 2F (7411.720000 sec): 3 clusters
  Score: Raw -385998.667248 + Penalty 3923.652944 = -382075.014304
  nChanged 114
		SP:Iteration 3Q (7411.730000 sec): 3 clusters
  Score: Raw -386082.281085 + Penalty 3923.652944 = -382158.628141
  nChanged 92
		SP:Iteration 4Q (7411.740000 sec): 3 clusters
  Score: Raw -386142.389297 + Penalty 3923.652944 = -382218.736353
  nChanged 60
		SP:Iteration 5Q (7411.740000 sec): 3 clusters
  Score: Raw -386174.866821 + Penalty 3923.652944 = -382251.213877
  nChanged 37
		SP:Iteration 6Q (7411.760000 sec): 3 clusters
  Score: Raw -386201.210833 + Penalty 3923.652944 = -382277.557890
  nChanged 37
		SP:Iteration 7Q (7411.760000 sec): 3 clusters
  Score: Raw -386220.623673 + Penalty 3923.652944 = -382296.970729
  nChanged 31
		SP:Iteration 8Q (7411.770000 sec): 3 clusters
  Score: Raw -386234.100846 + Penalty 3923.652944 = -382310.447902
  nChanged 19
		SP:Iteration 9Q (7411.780000 sec): 3 clusters
  Score: Raw -386243.288833 + Penalty 3923.652944 = -382319.635889
  nChanged 11
		SP:Iteration 10Q (7411.790000 sec): 3 clusters
  Score: Raw -386248.596244 + Penalty 3923.652944 = -382324.943301
  nChanged 10
		SP:Iteration 11Q (7411.800000 sec): 3 clusters
  Score: Raw -386252.000458 + Penalty 3923.652944 = -382328.347514
  nChanged 4
		SP:Iteration 12Q (7411.810000 sec): 3 clusters
  Score: Raw -386254.189225 + Penalty 3923.652944 = -382330.536281
  nChanged 6
		SP:Iteration 13Q (7411.820000 sec): 3 clusters
  Score: Raw -386256.689719 + Penalty 3923.652944 = -382333.036775
  nChanged 4
		SP:Iteration 14Q (7411.830000 sec): 3 clusters
  Score: Raw -386258.446100 + Penalty 3923.652944 = -382334.793157
  nChanged 2
		SP:Iteration 15Q (7411.840000 sec): 3 clusters
  Score: Raw -386260.494710 + Penalty 3923.652944 = -382336.841766
  nChanged 4
		SP:Iteration 16Q (7411.840000 sec): 3 clusters
  Score: Raw -386262.781354 + Penalty 3923.652944 = -382339.128410
  nChanged 5
		SP:Iteration 17Q (7411.860000 sec): 3 clusters
  Score: Raw -386265.317853 + Penalty 3923.652944 = -382341.664909
  nChanged 9
		SP:Iteration 18Q (7411.860000 sec): 3 clusters
  Score: Raw -386269.611351 + Penalty 3923.652944 = -382345.958407
  nChanged 6
		SP:Iteration 19Q (7411.870000 sec): 3 clusters
  Score: Raw -386273.651130 + Penalty 3923.652944 = -382349.998186
  nChanged 6
		SP:Iteration 20F (7411.880000 sec): 3 clusters
  Score: Raw -386276.345677 + Penalty 3923.652944 = -382352.692733
  nChanged 6
		SP:Iteration 21Q (7411.890000 sec): 3 clusters
  Score: Raw -386278.285255 + Penalty 3923.652944 = -382354.632312
  nChanged 6
		SP:Iteration 22Q (7411.900000 sec): 3 clusters
  Score: Raw -386280.903168 + Penalty 3923.652944 = -382357.250224
  nChanged 4
		SP:Iteration 23Q (7411.910000 sec): 3 clusters
  Score: Raw -386282.771490 + Penalty 3923.652944 = -382359.118546
  nChanged 7
		SP:Iteration 24Q (7411.920000 sec): 3 clusters
  Score: Raw -386285.010634 + Penalty 3923.652944 = -382361.357690
  nChanged 1
		SP:Iteration 25Q (7411.930000 sec): 3 clusters
  Score: Raw -386285.354009 + Penalty 3923.652944 = -382361.701066
  nChanged 0
		SP:Iteration 26F (7411.940000 sec): 3 clusters
  Score: Raw -386285.354009 + Penalty 3923.652944 = -382361.701066
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7411.940000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7411.950000 sec): 3 clusters
  Score: Raw -168850.278882 + Penalty 3494.272938 = -165356.005944
  nChanged 302
		SP:Iteration 1F (7411.950000 sec): 3 clusters
  Score: Raw -169143.616171 + Penalty 3494.272938 = -165649.343233
  nChanged 70
		SP:Iteration 2F (7411.960000 sec): 3 clusters
  Score: Raw -169210.632266 + Penalty 3494.272938 = -165716.359327
  nChanged 32
		SP:Iteration 3Q (7411.960000 sec): 3 clusters
  Score: Raw -169241.158232 + Penalty 3494.272938 = -165746.885294
  nChanged 10
		SP:Iteration 4Q (7411.960000 sec): 3 clusters
  Score: Raw -169251.674219 + Penalty 3494.272938 = -165757.401281
  nChanged 12
		SP:Iteration 5Q (7411.970000 sec): 3 clusters
  Score: Raw -169262.434487 + Penalty 3494.272938 = -165768.161549
  nChanged 5
		SP:Iteration 6Q (7411.970000 sec): 3 clusters
  Score: Raw -169266.968930 + Penalty 3494.272938 = -165772.695992
  nChanged 2
		SP:Iteration 7Q (7411.980000 sec): 3 clusters
  Score: Raw -169268.235345 + Penalty 3494.272938 = -165773.962407
  nChanged 1
		SP:Iteration 8Q (7411.980000 sec): 3 clusters
  Score: Raw -169269.364802 + Penalty 3494.272938 = -165775.091864
  nChanged 1
		SP:Iteration 9Q (7411.980000 sec): 3 clusters
  Score: Raw -169270.472169 + Penalty 3494.272938 = -165776.199231
  nChanged 0
		SP:Iteration 10F (7411.990000 sec): 3 clusters
  Score: Raw -169270.472169 + Penalty 3494.272938 = -165776.199231
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7412.000000 sec): 2 clusters
  Score: Raw -257203.131277 + Penalty 1864.614590 = -255338.516687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7412.000000 sec): 3 clusters
  Score: Raw -256703.172306 + Penalty 3729.229180 = -252973.943126
  nChanged 583
		SP:Iteration 1F (7412.010000 sec): 3 clusters
  Score: Raw -257331.157492 + Penalty 3729.229180 = -253601.928313
  nChanged 171
		SP:Iteration 2F (7412.010000 sec): 3 clusters
  Score: Raw -257531.985930 + Penalty 3729.229180 = -253802.756751
  nChanged 104
		SP:Iteration 3F (7412.020000 sec): 3 clusters
  Score: Raw -257656.937809 + Penalty 3729.229180 = -253927.708629
  nChanged 78
		SP:Iteration 4Q (7412.020000 sec): 3 clusters
  Score: Raw -257725.672856 + Penalty 3729.229180 = -253996.443676
  nChanged 45
		SP:Iteration 5Q (7412.030000 sec): 3 clusters
  Score: Raw -257787.972190 + Penalty 3729.229180 = -254058.743010
  nChanged 46
		SP:Iteration 6Q (7412.040000 sec): 3 clusters
  Score: Raw -257888.985157 + Penalty 3729.229180 = -254159.755977
  nChanged 42
		SP:Iteration 7Q (7412.040000 sec): 3 clusters
  Score: Raw -257985.824192 + Penalty 3729.229180 = -254256.595013
  nChanged 32
		SP:Iteration 8Q (7412.050000 sec): 3 clusters
  Score: Raw -258038.692762 + Penalty 3729.229180 = -254309.463582
  nChanged 19
		SP:Iteration 9Q (7412.060000 sec): 3 clusters
  Score: Raw -258068.315079 + Penalty 3729.229180 = -254339.085899
  nChanged 19
		SP:Iteration 10Q (7412.060000 sec): 3 clusters
  Score: Raw -258085.301981 + Penalty 3729.229180 = -254356.072802
  nChanged 12
		SP:Iteration 11Q (7412.070000 sec): 3 clusters
  Score: Raw -258095.545277 + Penalty 3729.229180 = -254366.316097
  nChanged 10
		SP:Iteration 12Q (7412.070000 sec): 3 clusters
  Score: Raw -258103.508105 + Penalty 3729.229180 = -254374.278926
  nChanged 6
		SP:Iteration 13Q (7412.080000 sec): 3 clusters
  Score: Raw -258110.721011 + Penalty 3729.229180 = -254381.491831
  nChanged 9
		SP:Iteration 14Q (7412.080000 sec): 3 clusters
  Score: Raw -258115.189453 + Penalty 3729.229180 = -254385.960274
  nChanged 3
		SP:Iteration 15Q (7412.090000 sec): 3 clusters
  Score: Raw -258116.564053 + Penalty 3729.229180 = -254387.334874
  nChanged 2
		SP:Iteration 16Q (7412.100000 sec): 3 clusters
  Score: Raw -258117.567142 + Penalty 3729.229180 = -254388.337963
  nChanged 2
		SP:Iteration 17Q (7412.100000 sec): 3 clusters
  Score: Raw -258118.710646 + Penalty 3729.229180 = -254389.481466
  nChanged 3
		SP:Iteration 18Q (7412.110000 sec): 3 clusters
  Score: Raw -258120.535995 + Penalty 3729.229180 = -254391.306815
  nChanged 0
		SP:Iteration 19F (7412.120000 sec): 3 clusters
  Score: Raw -258120.535995 + Penalty 3729.229180 = -254391.306815
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7412.150000 sec): 2 clusters
  Score: Raw -1667290.254940 + Penalty 2305.786630 = -1664984.468310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7412.190000 sec): 3 clusters
  Score: Raw -1661406.633680 + Penalty 4611.573260 = -1656795.060420
  nChanged 4545
		SP:Iteration 1F (7412.220000 sec): 3 clusters
  Score: Raw -1663735.207286 + Penalty 4611.573260 = -1659123.634026
  nChanged 630
		SP:Iteration 2F (7412.260000 sec): 3 clusters
  Score: Raw -1663994.073554 + Penalty 4611.573260 = -1659382.500294
  nChanged 471
		SP:Iteration 3Q (7412.300000 sec): 3 clusters
  Score: Raw -1664162.381825 + Penalty 4611.573260 = -1659550.808566
  nChanged 391
		SP:Iteration 4Q (7412.340000 sec): 3 clusters
  Score: Raw -1664310.854540 + Penalty 4611.573260 = -1659699.281280
  nChanged 350
		SP:Iteration 5Q (7412.370000 sec): 3 clusters
  Score: Raw -1664432.573935 + Penalty 4611.573260 = -1659821.000675
  nChanged 324
		SP:Iteration 6Q (7412.410000 sec): 3 clusters
  Score: Raw -1664564.282972 + Penalty 4611.573260 = -1659952.709712
  nChanged 348
		SP:Iteration 7Q (7412.450000 sec): 3 clusters
  Score: Raw -1664696.886319 + Penalty 4611.573260 = -1660085.313059
  nChanged 329
		SP:Iteration 8Q (7412.480000 sec): 3 clusters
  Score: Raw -1664827.393106 + Penalty 4611.573260 = -1660215.819846
  nChanged 341
		SP:Iteration 9Q (7412.520000 sec): 3 clusters
  Score: Raw -1664975.524840 + Penalty 4611.573260 = -1660363.951580
  nChanged 406
		SP:Iteration 10Q (7412.560000 sec): 3 clusters
  Score: Raw -1665171.056070 + Penalty 4611.573260 = -1660559.482811
  nChanged 396
		SP:Iteration 11Q (7412.600000 sec): 3 clusters
  Score: Raw -1665363.873011 + Penalty 4611.573260 = -1660752.299751
  nChanged 397
		SP:Iteration 12Q (7412.630000 sec): 3 clusters
  Score: Raw -1665583.705070 + Penalty 4611.573260 = -1660972.131810
  nChanged 428
		SP:Iteration 13Q (7412.670000 sec): 3 clusters
  Score: Raw -1665823.241997 + Penalty 4611.573260 = -1661211.668737
  nChanged 395
		SP:Iteration 14Q (7412.710000 sec): 3 clusters
  Score: Raw -1666050.561688 + Penalty 4611.573260 = -1661438.988428
  nChanged 374
		SP:Iteration 15Q (7412.740000 sec): 3 clusters
  Score: Raw -1666298.412618 + Penalty 4611.573260 = -1661686.839358
  nChanged 387
		SP:Iteration 16Q (7412.780000 sec): 3 clusters
  Score: Raw -1666560.401943 + Penalty 4611.573260 = -1661948.828683
  nChanged 332
		SP:Iteration 17Q (7412.820000 sec): 3 clusters
  Score: Raw -1666800.946768 + Penalty 4611.573260 = -1662189.373508
  nChanged 306
		SP:Iteration 18Q (7412.850000 sec): 3 clusters
  Score: Raw -1667024.313648 + Penalty 4611.573260 = -1662412.740388
  nChanged 244
		SP:Iteration 19Q (7412.890000 sec): 3 clusters
  Score: Raw -1667199.969459 + Penalty 4611.573260 = -1662588.396199
  nChanged 160
		SP:Iteration 20F (7412.920000 sec): 3 clusters
  Score: Raw -1667305.652883 + Penalty 4611.573260 = -1662694.079623
  nChanged 125
		SP:Iteration 21Q (7412.960000 sec): 3 clusters
  Score: Raw -1667395.370455 + Penalty 4611.573260 = -1662783.797195
  nChanged 99
		SP:Iteration 22Q (7413.000000 sec): 3 clusters
  Score: Raw -1667472.847917 + Penalty 4611.573260 = -1662861.274657
  nChanged 78
		SP:Iteration 23Q (7413.030000 sec): 3 clusters
  Score: Raw -1667535.278390 + Penalty 4611.573260 = -1662923.705130
  nChanged 55
		SP:Iteration 24Q (7413.060000 sec): 3 clusters
  Score: Raw -1667568.554998 + Penalty 4611.573260 = -1662956.981738
  nChanged 35
		SP:Iteration 25Q (7413.090000 sec): 3 clusters
  Score: Raw -1667595.762652 + Penalty 4611.573260 = -1662984.189392
  nChanged 25
		SP:Iteration 26Q (7413.120000 sec): 3 clusters
  Score: Raw -1667609.296506 + Penalty 4611.573260 = -1662997.723246
  nChanged 10
		SP:Iteration 27Q (7413.160000 sec): 3 clusters
  Score: Raw -1667616.247858 + Penalty 4611.573260 = -1663004.674598
  nChanged 17
		SP:Iteration 28Q (7413.180000 sec): 3 clusters
  Score: Raw -1667627.167795 + Penalty 4611.573260 = -1663015.594535
  nChanged 11
		SP:Iteration 29Q (7413.220000 sec): 3 clusters
  Score: Raw -1667634.380489 + Penalty 4611.573260 = -1663022.807229
  nChanged 8
		SP:Iteration 30Q (7413.250000 sec): 3 clusters
  Score: Raw -1667640.394636 + Penalty 4611.573260 = -1663028.821376
  nChanged 10
		SP:Iteration 31Q (7413.280000 sec): 3 clusters
  Score: Raw -1667648.544771 + Penalty 4611.573260 = -1663036.971511
  nChanged 8
		SP:Iteration 32Q (7413.310000 sec): 3 clusters
  Score: Raw -1667653.840489 + Penalty 4611.573260 = -1663042.267229
  nChanged 8
		SP:Iteration 33Q (7413.340000 sec): 3 clusters
  Score: Raw -1667658.730300 + Penalty 4611.573260 = -1663047.157040
  nChanged 3
		SP:Iteration 34Q (7413.370000 sec): 3 clusters
  Score: Raw -1667660.742212 + Penalty 4611.573260 = -1663049.168953
  nChanged 1
		SP:Iteration 35Q (7413.400000 sec): 3 clusters
  Score: Raw -1667661.515371 + Penalty 4611.573260 = -1663049.942111
  nChanged 2
		SP:Iteration 36Q (7413.430000 sec): 3 clusters
  Score: Raw -1667663.468130 + Penalty 4611.573260 = -1663051.894870
  nChanged 4
		SP:Iteration 37Q (7413.460000 sec): 3 clusters
  Score: Raw -1667666.840442 + Penalty 4611.573260 = -1663055.267182
  nChanged 3
		SP:Iteration 38Q (7413.490000 sec): 3 clusters
  Score: Raw -1667670.294944 + Penalty 4611.573260 = -1663058.721684
  nChanged 5
		SP:Iteration 39Q (7413.520000 sec): 3 clusters
  Score: Raw -1667674.407662 + Penalty 4611.573260 = -1663062.834402
  nChanged 2
		SP:Iteration 40F (7413.560000 sec): 3 clusters
  Score: Raw -1667674.993855 + Penalty 4611.573260 = -1663063.420596
  nChanged 1
		SP:Iteration 41Q (7413.580000 sec): 3 clusters
  Score: Raw -1667675.697625 + Penalty 4611.573260 = -1663064.124365
  nChanged 2
		SP:Iteration 42Q (7413.620000 sec): 3 clusters
  Score: Raw -1667676.896717 + Penalty 4611.573260 = -1663065.323457
  nChanged 3
		SP:Iteration 43Q (7413.640000 sec): 3 clusters
  Score: Raw -1667678.258801 + Penalty 4611.573260 = -1663066.685541
  nChanged 1
		SP:Iteration 44Q (7413.680000 sec): 3 clusters
  Score: Raw -1667678.459407 + Penalty 4611.573260 = -1663066.886147
  nChanged 0
		SP:Iteration 45F (7413.710000 sec): 3 clusters
  Score: Raw -1667678.459407 + Penalty 4611.573260 = -1663066.886147
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7413.760000 sec): 2 clusters
  Score: Raw -1983829.703091 + Penalty 2369.392247 = -1981460.310844
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7413.810000 sec): 3 clusters
  Score: Raw -1975905.773820 + Penalty 4738.784494 = -1971166.989326
  nChanged 6034
		SP:Iteration 1F (7413.860000 sec): 3 clusters
  Score: Raw -1978985.633075 + Penalty 4738.784494 = -1974246.848581
  nChanged 835
		SP:Iteration 2F (7413.900000 sec): 3 clusters
  Score: Raw -1979337.208720 + Penalty 4738.784494 = -1974598.424226
  nChanged 726
		SP:Iteration 3F (7413.950000 sec): 3 clusters
  Score: Raw -1979630.127681 + Penalty 4738.784494 = -1974891.343187
  nChanged 603
		SP:Iteration 4Q (7414.000000 sec): 3 clusters
  Score: Raw -1979871.857141 + Penalty 4738.784494 = -1975133.072648
  nChanged 563
		SP:Iteration 5Q (7414.050000 sec): 3 clusters
  Score: Raw -1980112.620914 + Penalty 4738.784494 = -1975373.836420
  nChanged 532
		SP:Iteration 6Q (7414.090000 sec): 3 clusters
  Score: Raw -1980359.892382 + Penalty 4738.784494 = -1975621.107888
  nChanged 526
		SP:Iteration 7Q (7414.140000 sec): 3 clusters
  Score: Raw -1980642.573554 + Penalty 4738.784494 = -1975903.789061
  nChanged 568
		SP:Iteration 8Q (7414.190000 sec): 3 clusters
  Score: Raw -1980979.132793 + Penalty 4738.784494 = -1976240.348299
  nChanged 624
		SP:Iteration 9Q (7414.240000 sec): 3 clusters
  Score: Raw -1981388.393436 + Penalty 4738.784494 = -1976649.608942
  nChanged 704
		SP:Iteration 10Q (7414.280000 sec): 3 clusters
  Score: Raw -1981920.575633 + Penalty 4738.784494 = -1977181.791139
  nChanged 725
		SP:Iteration 11F (7414.330000 sec): 3 clusters
  Score: Raw -1982499.794379 + Penalty 4738.784494 = -1977761.009885
  nChanged 622
		SP:Iteration 12Q (7414.380000 sec): 3 clusters
  Score: Raw -1983022.735586 + Penalty 4738.784494 = -1978283.951092
  nChanged 474
		SP:Iteration 13Q (7414.420000 sec): 3 clusters
  Score: Raw -1983422.385867 + Penalty 4738.784494 = -1978683.601374
  nChanged 333
		SP:Iteration 14Q (7414.460000 sec): 3 clusters
  Score: Raw -1983728.482439 + Penalty 4738.784494 = -1978989.697945
  nChanged 217
		SP:Iteration 15Q (7414.500000 sec): 3 clusters
  Score: Raw -1983927.741065 + Penalty 4738.784494 = -1979188.956571
  nChanged 125
		SP:Iteration 16Q (7414.540000 sec): 3 clusters
  Score: Raw -1984030.850149 + Penalty 4738.784494 = -1979292.065655
  nChanged 105
		SP:Iteration 17Q (7414.580000 sec): 3 clusters
  Score: Raw -1984115.777748 + Penalty 4738.784494 = -1979376.993254
  nChanged 70
		SP:Iteration 18Q (7414.620000 sec): 3 clusters
  Score: Raw -1984172.386231 + Penalty 4738.784494 = -1979433.601737
  nChanged 50
		SP:Iteration 19Q (7414.660000 sec): 3 clusters
  Score: Raw -1984215.800409 + Penalty 4738.784494 = -1979477.015915
  nChanged 31
		SP:Iteration 20F (7414.700000 sec): 3 clusters
  Score: Raw -1984246.424853 + Penalty 4738.784494 = -1979507.640359
  nChanged 26
		SP:Iteration 21Q (7414.740000 sec): 3 clusters
  Score: Raw -1984267.318820 + Penalty 4738.784494 = -1979528.534326
  nChanged 14
		SP:Iteration 22Q (7414.780000 sec): 3 clusters
  Score: Raw -1984277.623227 + Penalty 4738.784494 = -1979538.838733
  nChanged 10
		SP:Iteration 23Q (7414.810000 sec): 3 clusters
  Score: Raw -1984283.917849 + Penalty 4738.784494 = -1979545.133355
  nChanged 5
		SP:Iteration 24Q (7414.840000 sec): 3 clusters
  Score: Raw -1984289.462842 + Penalty 4738.784494 = -1979550.678348
  nChanged 4
		SP:Iteration 25Q (7414.880000 sec): 3 clusters
  Score: Raw -1984292.084188 + Penalty 4738.784494 = -1979553.299694
  nChanged 4
		SP:Iteration 26Q (7414.920000 sec): 3 clusters
  Score: Raw -1984295.385482 + Penalty 4738.784494 = -1979556.600988
  nChanged 2
		SP:Iteration 27Q (7414.950000 sec): 3 clusters
  Score: Raw -1984297.299786 + Penalty 4738.784494 = -1979558.515292
  nChanged 2
		SP:Iteration 28Q (7414.990000 sec): 3 clusters
  Score: Raw -1984298.122592 + Penalty 4738.784494 = -1979559.338098
  nChanged 1
		SP:Iteration 29Q (7415.020000 sec): 3 clusters
  Score: Raw -1984298.627369 + Penalty 4738.784494 = -1979559.842875
  nChanged 0
		SP:Iteration 30F (7415.070000 sec): 3 clusters
  Score: Raw -1984298.627369 + Penalty 4738.784494 = -1979559.842875
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7415.090000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7415.090000 sec): 3 clusters
  Score: Raw -73199.869804 + Penalty 3074.445443 = -70125.424360
  nChanged 93
		SP:Iteration 1F (7415.090000 sec): 3 clusters
  Score: Raw -73378.030615 + Penalty 3074.445443 = -70303.585172
  nChanged 22
		SP:Iteration 2Q (7415.090000 sec): 3 clusters
  Score: Raw -73426.351005 + Penalty 3074.445443 = -70351.905561
  nChanged 10
		SP:Iteration 3Q (7415.090000 sec): 3 clusters
  Score: Raw -73447.738137 + Penalty 3074.445443 = -70373.292694
  nChanged 1
		SP:Iteration 4Q (7415.090000 sec): 3 clusters
  Score: Raw -73448.676940 + Penalty 3074.445443 = -70374.231497
  nChanged 0
		SP:Iteration 5F (7415.090000 sec): 3 clusters
  Score: Raw -73448.676940 + Penalty 3074.445443 = -70374.231497
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7415.100000 sec): 2 clusters
  Score: Raw -311076.517204 + Penalty 1906.623297 = -309169.893907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7415.110000 sec): 3 clusters
  Score: Raw -310225.452283 + Penalty 3813.246595 = -306412.205688
  nChanged 722
		SP:Iteration 1F (7415.120000 sec): 3 clusters
  Score: Raw -310755.886657 + Penalty 3813.246595 = -306942.640062
  nChanged 152
		SP:Iteration 2F (7415.130000 sec): 3 clusters
  Score: Raw -310879.423945 + Penalty 3813.246595 = -307066.177351
  nChanged 87
		SP:Iteration 3Q (7415.130000 sec): 3 clusters
  Score: Raw -310941.523535 + Penalty 3813.246595 = -307128.276940
  nChanged 62
		SP:Iteration 4Q (7415.140000 sec): 3 clusters
  Score: Raw -310986.903661 + Penalty 3813.246595 = -307173.657066
  nChanged 44
		SP:Iteration 5Q (7415.150000 sec): 3 clusters
  Score: Raw -311020.896324 + Penalty 3813.246595 = -307207.649729
  nChanged 39
		SP:Iteration 6Q (7415.160000 sec): 3 clusters
  Score: Raw -311053.485652 + Penalty 3813.246595 = -307240.239057
  nChanged 37
		SP:Iteration 7Q (7415.160000 sec): 3 clusters
  Score: Raw -311079.799324 + Penalty 3813.246595 = -307266.552729
  nChanged 26
		SP:Iteration 8Q (7415.170000 sec): 3 clusters
  Score: Raw -311097.237138 + Penalty 3813.246595 = -307283.990544
  nChanged 25
		SP:Iteration 9Q (7415.180000 sec): 3 clusters
  Score: Raw -311113.068151 + Penalty 3813.246595 = -307299.821556
  nChanged 16
		SP:Iteration 10Q (7415.190000 sec): 3 clusters
  Score: Raw -311121.989862 + Penalty 3813.246595 = -307308.743268
  nChanged 8
		SP:Iteration 11Q (7415.190000 sec): 3 clusters
  Score: Raw -311126.638560 + Penalty 3813.246595 = -307313.391966
  nChanged 5
		SP:Iteration 12Q (7415.200000 sec): 3 clusters
  Score: Raw -311129.146097 + Penalty 3813.246595 = -307315.899503
  nChanged 4
		SP:Iteration 13Q (7415.210000 sec): 3 clusters
  Score: Raw -311131.399016 + Penalty 3813.246595 = -307318.152421
  nChanged 6
		SP:Iteration 14Q (7415.210000 sec): 3 clusters
  Score: Raw -311134.595614 + Penalty 3813.246595 = -307321.349019
  nChanged 2
		SP:Iteration 15Q (7415.220000 sec): 3 clusters
  Score: Raw -311136.669088 + Penalty 3813.246595 = -307323.422494
  nChanged 4
		SP:Iteration 16Q (7415.230000 sec): 3 clusters
  Score: Raw -311138.207065 + Penalty 3813.246595 = -307324.960470
  nChanged 1
		SP:Iteration 17Q (7415.240000 sec): 3 clusters
  Score: Raw -311138.595974 + Penalty 3813.246595 = -307325.349379
  nChanged 2
		SP:Iteration 18Q (7415.250000 sec): 3 clusters
  Score: Raw -311139.824211 + Penalty 3813.246595 = -307326.577616
  nChanged 3
		SP:Iteration 19Q (7415.250000 sec): 3 clusters
  Score: Raw -311141.279502 + Penalty 3813.246595 = -307328.032908
  nChanged 0
		SP:Iteration 20F (7415.260000 sec): 3 clusters
  Score: Raw -311141.279502 + Penalty 3813.246595 = -307328.032908
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7415.360000 sec): 2 clusters
  Score: Raw -4602218.828069 + Penalty 2568.798938 = -4599650.029131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7415.470000 sec): 3 clusters
  Score: Raw -4583222.705837 + Penalty 5137.597876 = -4578085.107961
  nChanged 14252
		SP:Iteration 1F (7415.590000 sec): 3 clusters
  Score: Raw -4591161.919831 + Penalty 5137.597876 = -4586024.321954
  nChanged 1686
		SP:Iteration 2F (7415.700000 sec): 3 clusters
  Score: Raw -4591947.313389 + Penalty 5137.597876 = -4586809.715513
  nChanged 1787
		SP:Iteration 3F (7415.810000 sec): 3 clusters
  Score: Raw -4592920.839725 + Penalty 5137.597876 = -4587783.241849
  nChanged 1911
		SP:Iteration 4F (7415.920000 sec): 3 clusters
  Score: Raw -4594024.840522 + Penalty 5137.597876 = -4588887.242646
  nChanged 1934
		SP:Iteration 5F (7416.030000 sec): 3 clusters
  Score: Raw -4595269.113133 + Penalty 5137.597876 = -4590131.515257
  nChanged 1971
		SP:Iteration 6F (7416.140000 sec): 3 clusters
  Score: Raw -4596506.530685 + Penalty 5137.597876 = -4591368.932808
  nChanged 1810
		SP:Iteration 7F (7416.250000 sec): 3 clusters
  Score: Raw -4597531.498125 + Penalty 5137.597876 = -4592393.900249
  nChanged 1474
		SP:Iteration 8Q (7416.360000 sec): 3 clusters
  Score: Raw -4598222.900194 + Penalty 5137.597876 = -4593085.302317
  nChanged 1109
		SP:Iteration 9Q (7416.470000 sec): 3 clusters
  Score: Raw -4598593.322852 + Penalty 5137.597876 = -4593455.724975
  nChanged 743
		SP:Iteration 10Q (7416.590000 sec): 3 clusters
  Score: Raw -4598776.580499 + Penalty 5137.597876 = -4593638.982622
  nChanged 500
		SP:Iteration 11Q (7416.700000 sec): 3 clusters
  Score: Raw -4598866.564100 + Penalty 5137.597876 = -4593728.966223
  nChanged 323
		SP:Iteration 12Q (7416.810000 sec): 3 clusters
  Score: Raw -4598912.258886 + Penalty 5137.597876 = -4593774.661009
  nChanged 225
		SP:Iteration 13Q (7416.920000 sec): 3 clusters
  Score: Raw -4598941.786310 + Penalty 5137.597876 = -4593804.188433
  nChanged 188
		SP:Iteration 14Q (7417.030000 sec): 3 clusters
  Score: Raw -4598965.008064 + Penalty 5137.597876 = -4593827.410187
  nChanged 160
		SP:Iteration 15Q (7417.140000 sec): 3 clusters
  Score: Raw -4598982.717668 + Penalty 5137.597876 = -4593845.119791
  nChanged 122
		SP:Iteration 16Q (7417.250000 sec): 3 clusters
  Score: Raw -4598998.019337 + Penalty 5137.597876 = -4593860.421460
  nChanged 130
		SP:Iteration 17Q (7417.360000 sec): 3 clusters
  Score: Raw -4599013.694202 + Penalty 5137.597876 = -4593876.096325
  nChanged 100
		SP:Iteration 18Q (7417.470000 sec): 3 clusters
  Score: Raw -4599023.737787 + Penalty 5137.597876 = -4593886.139910
  nChanged 97
		SP:Iteration 19Q (7417.590000 sec): 3 clusters
  Score: Raw -4599033.503789 + Penalty 5137.597876 = -4593895.905912
  nChanged 82
		SP:Iteration 20F (7417.690000 sec): 3 clusters
  Score: Raw -4599040.961414 + Penalty 5137.597876 = -4593903.363537
  nChanged 81
		SP:Iteration 21Q (7417.810000 sec): 3 clusters
  Score: Raw -4599048.638104 + Penalty 5137.597876 = -4593911.040228
  nChanged 76
		SP:Iteration 22Q (7417.920000 sec): 3 clusters
  Score: Raw -4599055.718916 + Penalty 5137.597876 = -4593918.121040
  nChanged 70
		SP:Iteration 23Q (7418.030000 sec): 3 clusters
  Score: Raw -4599061.791775 + Penalty 5137.597876 = -4593924.193899
  nChanged 76
		SP:Iteration 24Q (7418.140000 sec): 3 clusters
  Score: Raw -4599068.069437 + Penalty 5137.597876 = -4593930.471561
  nChanged 61
		SP:Iteration 25Q (7418.250000 sec): 3 clusters
  Score: Raw -4599073.416153 + Penalty 5137.597876 = -4593935.818277
  nChanged 63
		SP:Iteration 26Q (7418.350000 sec): 3 clusters
  Score: Raw -4599078.731880 + Penalty 5137.597876 = -4593941.134003
  nChanged 59
		SP:Iteration 27Q (7418.460000 sec): 3 clusters
  Score: Raw -4599084.839144 + Penalty 5137.597876 = -4593947.241268
  nChanged 57
		SP:Iteration 28Q (7418.570000 sec): 3 clusters
  Score: Raw -4599091.404932 + Penalty 5137.597876 = -4593953.807056
  nChanged 67
		SP:Iteration 29Q (7418.680000 sec): 3 clusters
  Score: Raw -4599096.394880 + Penalty 5137.597876 = -4593958.797004
  nChanged 60
		SP:Iteration 30Q (7418.780000 sec): 3 clusters
  Score: Raw -4599100.572887 + Penalty 5137.597876 = -4593962.975010
  nChanged 55
		SP:Iteration 31Q (7418.890000 sec): 3 clusters
  Score: Raw -4599104.436438 + Penalty 5137.597876 = -4593966.838561
  nChanged 50
		SP:Iteration 32Q (7419.000000 sec): 3 clusters
  Score: Raw -4599107.658225 + Penalty 5137.597876 = -4593970.060349
  nChanged 53
		SP:Iteration 33Q (7419.110000 sec): 3 clusters
  Score: Raw -4599111.595622 + Penalty 5137.597876 = -4593973.997745
  nChanged 45
		SP:Iteration 34Q (7419.210000 sec): 3 clusters
  Score: Raw -4599114.984071 + Penalty 5137.597876 = -4593977.386195
  nChanged 50
		SP:Iteration 35Q (7419.330000 sec): 3 clusters
  Score: Raw -4599118.203438 + Penalty 5137.597876 = -4593980.605562
  nChanged 43
		SP:Iteration 36Q (7419.430000 sec): 3 clusters
  Score: Raw -4599121.373914 + Penalty 5137.597876 = -4593983.776038
  nChanged 40
		SP:Iteration 37Q (7419.550000 sec): 3 clusters
  Score: Raw -4599123.970605 + Penalty 5137.597876 = -4593986.372729
  nChanged 35
		SP:Iteration 38Q (7419.650000 sec): 3 clusters
  Score: Raw -4599126.508595 + Penalty 5137.597876 = -4593988.910719
  nChanged 34
		SP:Iteration 39Q (7419.760000 sec): 3 clusters
  Score: Raw -4599128.940764 + Penalty 5137.597876 = -4593991.342887
  nChanged 40
		SP:Iteration 40F (7419.870000 sec): 3 clusters
  Score: Raw -4599131.689657 + Penalty 5137.597876 = -4593994.091780
  nChanged 44
		SP:Iteration 41Q (7419.980000 sec): 3 clusters
  Score: Raw -4599134.285086 + Penalty 5137.597876 = -4593996.687210
  nChanged 34
		SP:Iteration 42Q (7420.090000 sec): 3 clusters
  Score: Raw -4599136.748911 + Penalty 5137.597876 = -4593999.151035
  nChanged 34
		SP:Iteration 43Q (7420.200000 sec): 3 clusters
  Score: Raw -4599139.139778 + Penalty 5137.597876 = -4594001.541902
  nChanged 30
		SP:Iteration 44Q (7420.310000 sec): 3 clusters
  Score: Raw -4599140.731791 + Penalty 5137.597876 = -4594003.133915
  nChanged 30
		SP:Iteration 45Q (7420.430000 sec): 3 clusters
  Score: Raw -4599142.294403 + Penalty 5137.597876 = -4594004.696526
  nChanged 28
		SP:Iteration 46Q (7420.540000 sec): 3 clusters
  Score: Raw -4599143.785289 + Penalty 5137.597876 = -4594006.187412
  nChanged 26
		SP:Iteration 47Q (7420.650000 sec): 3 clusters
  Score: Raw -4599145.275669 + Penalty 5137.597876 = -4594007.677793
  nChanged 21
		SP:Iteration 48Q (7420.760000 sec): 3 clusters
  Score: Raw -4599146.337697 + Penalty 5137.597876 = -4594008.739820
  nChanged 14
		SP:Iteration 49Q (7420.870000 sec): 3 clusters
  Score: Raw -4599147.103719 + Penalty 5137.597876 = -4594009.505843
  nChanged 17
		SP:Iteration 50Q (7420.980000 sec): 3 clusters
  Score: Raw -4599148.194831 + Penalty 5137.597876 = -4594010.596955
  nChanged 20
		SP:Iteration 51Q (7421.090000 sec): 3 clusters
  Score: Raw -4599149.395956 + Penalty 5137.597876 = -4594011.798079
  nChanged 18
		SP:Iteration 52Q (7421.210000 sec): 3 clusters
  Score: Raw -4599150.443486 + Penalty 5137.597876 = -4594012.845610
  nChanged 18
		SP:Iteration 53Q (7421.310000 sec): 3 clusters
  Score: Raw -4599151.520327 + Penalty 5137.597876 = -4594013.922450
  nChanged 17
		SP:Iteration 54Q (7421.420000 sec): 3 clusters
  Score: Raw -4599152.448699 + Penalty 5137.597876 = -4594014.850823
  nChanged 16
		SP:Iteration 55Q (7421.530000 sec): 3 clusters
  Score: Raw -4599153.094019 + Penalty 5137.597876 = -4594015.496142
  nChanged 14
		SP:Iteration 56Q (7421.650000 sec): 3 clusters
  Score: Raw -4599153.798622 + Penalty 5137.597876 = -4594016.200745
  nChanged 21
		SP:Iteration 57Q (7421.760000 sec): 3 clusters
  Score: Raw -4599154.934539 + Penalty 5137.597876 = -4594017.336663
  nChanged 16
		SP:Iteration 58Q (7421.870000 sec): 3 clusters
  Score: Raw -4599155.902755 + Penalty 5137.597876 = -4594018.304878
  nChanged 15
		SP:Iteration 59Q (7421.980000 sec): 3 clusters
  Score: Raw -4599156.542429 + Penalty 5137.597876 = -4594018.944552
  nChanged 12
		SP:Iteration 60F (7422.090000 sec): 3 clusters
  Score: Raw -4599156.992897 + Penalty 5137.597876 = -4594019.395021
  nChanged 9
		SP:Iteration 61Q (7422.200000 sec): 3 clusters
  Score: Raw -4599157.449637 + Penalty 5137.597876 = -4594019.851761
  nChanged 11
		SP:Iteration 62Q (7422.310000 sec): 3 clusters
  Score: Raw -4599157.970816 + Penalty 5137.597876 = -4594020.372939
  nChanged 10
		SP:Iteration 63Q (7422.430000 sec): 3 clusters
  Score: Raw -4599158.259735 + Penalty 5137.597876 = -4594020.661859
  nChanged 3
		SP:Iteration 64Q (7422.530000 sec): 3 clusters
  Score: Raw -4599158.397948 + Penalty 5137.597876 = -4594020.800072
  nChanged 6
		SP:Iteration 65Q (7422.650000 sec): 3 clusters
  Score: Raw -4599158.674836 + Penalty 5137.597876 = -4594021.076960
  nChanged 11
		SP:Iteration 66Q (7422.760000 sec): 3 clusters
  Score: Raw -4599159.211350 + Penalty 5137.597876 = -4594021.613474
  nChanged 12
		SP:Iteration 67Q (7422.870000 sec): 3 clusters
  Score: Raw -4599159.899523 + Penalty 5137.597876 = -4594022.301647
  nChanged 13
		SP:Iteration 68Q (7422.980000 sec): 3 clusters
  Score: Raw -4599160.517209 + Penalty 5137.597876 = -4594022.919333
  nChanged 12
		SP:Iteration 69Q (7423.090000 sec): 3 clusters
  Score: Raw -4599161.226558 + Penalty 5137.597876 = -4594023.628681
  nChanged 16
		SP:Iteration 70Q (7423.200000 sec): 3 clusters
  Score: Raw -4599162.039448 + Penalty 5137.597876 = -4594024.441572
  nChanged 16
		SP:Iteration 71Q (7423.310000 sec): 3 clusters
  Score: Raw -4599162.867329 + Penalty 5137.597876 = -4594025.269453
  nChanged 17
		SP:Iteration 72Q (7423.430000 sec): 3 clusters
  Score: Raw -4599163.772342 + Penalty 5137.597876 = -4594026.174466
  nChanged 29
		SP:Iteration 73Q (7423.530000 sec): 3 clusters
  Score: Raw -4599165.269845 + Penalty 5137.597876 = -4594027.671969
  nChanged 19
		SP:Iteration 74Q (7423.650000 sec): 3 clusters
  Score: Raw -4599166.172301 + Penalty 5137.597876 = -4594028.574425
  nChanged 16
		SP:Iteration 75Q (7423.760000 sec): 3 clusters
  Score: Raw -4599166.892555 + Penalty 5137.597876 = -4594029.294679
  nChanged 20
		SP:Iteration 76Q (7423.870000 sec): 3 clusters
  Score: Raw -4599167.747248 + Penalty 5137.597876 = -4594030.149372
  nChanged 18
		SP:Iteration 77Q (7423.980000 sec): 3 clusters
  Score: Raw -4599168.415588 + Penalty 5137.597876 = -4594030.817712
  nChanged 12
		SP:Iteration 78Q (7424.090000 sec): 3 clusters
  Score: Raw -4599168.833476 + Penalty 5137.597876 = -4594031.235600
  nChanged 7
		SP:Iteration 79Q (7424.210000 sec): 3 clusters
  Score: Raw -4599169.044897 + Penalty 5137.597876 = -4594031.447020
  nChanged 7
		SP:Iteration 80F (7424.320000 sec): 3 clusters
  Score: Raw -4599169.363569 + Penalty 5137.597876 = -4594031.765692
  nChanged 10
		SP:Iteration 81Q (7424.430000 sec): 3 clusters
  Score: Raw -4599169.727819 + Penalty 5137.597876 = -4594032.129943
  nChanged 6
		SP:Iteration 82Q (7424.540000 sec): 3 clusters
  Score: Raw -4599169.941929 + Penalty 5137.597876 = -4594032.344052
  nChanged 3
		SP:Iteration 83Q (7424.650000 sec): 3 clusters
  Score: Raw -4599170.112030 + Penalty 5137.597876 = -4594032.514154
  nChanged 4
		SP:Iteration 84Q (7424.760000 sec): 3 clusters
  Score: Raw -4599170.360989 + Penalty 5137.597876 = -4594032.763112
  nChanged 11
		SP:Iteration 85Q (7424.870000 sec): 3 clusters
  Score: Raw -4599170.994740 + Penalty 5137.597876 = -4594033.396863
  nChanged 12
		SP:Iteration 86Q (7424.980000 sec): 3 clusters
  Score: Raw -4599171.642530 + Penalty 5137.597876 = -4594034.044654
  nChanged 14
		SP:Iteration 87Q (7425.090000 sec): 3 clusters
  Score: Raw -4599172.301100 + Penalty 5137.597876 = -4594034.703224
  nChanged 10
		SP:Iteration 88Q (7425.210000 sec): 3 clusters
  Score: Raw -4599172.762859 + Penalty 5137.597876 = -4594035.164983
  nChanged 10
		SP:Iteration 89Q (7425.310000 sec): 3 clusters
  Score: Raw -4599173.224138 + Penalty 5137.597876 = -4594035.626262
  nChanged 8
		SP:Iteration 90Q (7425.420000 sec): 3 clusters
  Score: Raw -4599173.632256 + Penalty 5137.597876 = -4594036.034379
  nChanged 11
		SP:Iteration 91Q (7425.530000 sec): 3 clusters
  Score: Raw -4599174.262091 + Penalty 5137.597876 = -4594036.664214
  nChanged 12
		SP:Iteration 92Q (7425.640000 sec): 3 clusters
  Score: Raw -4599174.788477 + Penalty 5137.597876 = -4594037.190601
  nChanged 8
		SP:Iteration 93Q (7425.750000 sec): 3 clusters
  Score: Raw -4599175.170146 + Penalty 5137.597876 = -4594037.572270
  nChanged 8
		SP:Iteration 94Q (7425.850000 sec): 3 clusters
  Score: Raw -4599175.429743 + Penalty 5137.597876 = -4594037.831866
  nChanged 3
		SP:Iteration 95Q (7425.960000 sec): 3 clusters
  Score: Raw -4599175.568501 + Penalty 5137.597876 = -4594037.970624
  nChanged 4
		SP:Iteration 96Q (7426.070000 sec): 3 clusters
  Score: Raw -4599175.770268 + Penalty 5137.597876 = -4594038.172391
  nChanged 5
		SP:Iteration 97Q (7426.180000 sec): 3 clusters
  Score: Raw -4599175.929371 + Penalty 5137.597876 = -4594038.331495
  nChanged 4
		SP:Iteration 98Q (7426.290000 sec): 3 clusters
  Score: Raw -4599176.069123 + Penalty 5137.597876 = -4594038.471246
  nChanged 8
		SP:Iteration 99Q (7426.390000 sec): 3 clusters
  Score: Raw -4599176.476618 + Penalty 5137.597876 = -4594038.878741
  nChanged 7
		SP:Iteration 100F (7426.510000 sec): 3 clusters
  Score: Raw -4599176.737022 + Penalty 5137.597876 = -4594039.139146
  nChanged 5
		SP:Iteration 101Q (7426.610000 sec): 3 clusters
  Score: Raw -4599176.942235 + Penalty 5137.597876 = -4594039.344359
  nChanged 7
		SP:Iteration 102Q (7426.730000 sec): 3 clusters
  Score: Raw -4599177.324041 + Penalty 5137.597876 = -4594039.726165
  nChanged 11
		SP:Iteration 103Q (7426.830000 sec): 3 clusters
  Score: Raw -4599177.751880 + Penalty 5137.597876 = -4594040.154004
  nChanged 7
		SP:Iteration 104Q (7426.940000 sec): 3 clusters
  Score: Raw -4599178.075924 + Penalty 5137.597876 = -4594040.478047
  nChanged 7
		SP:Iteration 105Q (7427.050000 sec): 3 clusters
  Score: Raw -4599178.353440 + Penalty 5137.597876 = -4594040.755563
  nChanged 8
		SP:Iteration 106Q (7427.160000 sec): 3 clusters
  Score: Raw -4599178.568783 + Penalty 5137.597876 = -4594040.970906
  nChanged 6
		SP:Iteration 107Q (7427.270000 sec): 3 clusters
  Score: Raw -4599178.799958 + Penalty 5137.597876 = -4594041.202081
  nChanged 5
		SP:Iteration 108Q (7427.380000 sec): 3 clusters
  Score: Raw -4599179.142433 + Penalty 5137.597876 = -4594041.544556
  nChanged 7
		SP:Iteration 109Q (7427.490000 sec): 3 clusters
  Score: Raw -4599179.609441 + Penalty 5137.597876 = -4594042.011565
  nChanged 13
		SP:Iteration 110Q (7427.610000 sec): 3 clusters
  Score: Raw -4599180.283854 + Penalty 5137.597876 = -4594042.685978
  nChanged 14
		SP:Iteration 111Q (7427.720000 sec): 3 clusters
  Score: Raw -4599180.885853 + Penalty 5137.597876 = -4594043.287977
  nChanged 11
		SP:Iteration 112Q (7427.830000 sec): 3 clusters
  Score: Raw -4599181.357754 + Penalty 5137.597876 = -4594043.759877
  nChanged 14
		SP:Iteration 113Q (7427.940000 sec): 3 clusters
  Score: Raw -4599182.043780 + Penalty 5137.597876 = -4594044.445904
  nChanged 13
		SP:Iteration 114Q (7428.050000 sec): 3 clusters
  Score: Raw -4599182.817493 + Penalty 5137.597876 = -4594045.219616
  nChanged 19
		SP:Iteration 115Q (7428.160000 sec): 3 clusters
  Score: Raw -4599183.784851 + Penalty 5137.597876 = -4594046.186974
  nChanged 21
		SP:Iteration 116Q (7428.270000 sec): 3 clusters
  Score: Raw -4599184.986050 + Penalty 5137.597876 = -4594047.388174
  nChanged 21
		SP:Iteration 117Q (7428.380000 sec): 3 clusters
  Score: Raw -4599186.142552 + Penalty 5137.597876 = -4594048.544676
  nChanged 30
		SP:Iteration 118Q (7428.490000 sec): 3 clusters
  Score: Raw -4599188.106102 + Penalty 5137.597876 = -4594050.508226
  nChanged 36
		SP:Iteration 119Q (7428.600000 sec): 3 clusters
  Score: Raw -4599190.852590 + Penalty 5137.597876 = -4594053.254713
  nChanged 42
		SP:Iteration 120F (7428.710000 sec): 3 clusters
  Score: Raw -4599193.756284 + Penalty 5137.597876 = -4594056.158408
  nChanged 38
		SP:Iteration 121Q (7428.820000 sec): 3 clusters
  Score: Raw -4599196.972306 + Penalty 5137.597876 = -4594059.374430
  nChanged 52
		SP:Iteration 122Q (7428.930000 sec): 3 clusters
  Score: Raw -4599200.873622 + Penalty 5137.597876 = -4594063.275745
  nChanged 53
		SP:Iteration 123Q (7429.050000 sec): 3 clusters
  Score: Raw -4599205.144208 + Penalty 5137.597876 = -4594067.546331
  nChanged 59
		SP:Iteration 124Q (7429.160000 sec): 3 clusters
  Score: Raw -4599210.168300 + Penalty 5137.597876 = -4594072.570423
  nChanged 69
		SP:Iteration 125Q (7429.270000 sec): 3 clusters
  Score: Raw -4599216.142985 + Penalty 5137.597876 = -4594078.545109
  nChanged 74
		SP:Iteration 126Q (7429.380000 sec): 3 clusters
  Score: Raw -4599222.508628 + Penalty 5137.597876 = -4594084.910751
  nChanged 74
		SP:Iteration 127Q (7429.490000 sec): 3 clusters
  Score: Raw -4599229.166773 + Penalty 5137.597876 = -4594091.568896
  nChanged 95
		SP:Iteration 128Q (7429.600000 sec): 3 clusters
  Score: Raw -4599238.694321 + Penalty 5137.597876 = -4594101.096445
  nChanged 115
		SP:Iteration 129Q (7429.710000 sec): 3 clusters
  Score: Raw -4599250.733421 + Penalty 5137.597876 = -4594113.135544
  nChanged 142
		SP:Iteration 130Q (7429.830000 sec): 3 clusters
  Score: Raw -4599268.227501 + Penalty 5137.597876 = -4594130.629625
  nChanged 154
		SP:Iteration 131Q (7429.940000 sec): 3 clusters
  Score: Raw -4599289.753450 + Penalty 5137.597876 = -4594152.155574
  nChanged 191
		SP:Iteration 132Q (7430.050000 sec): 3 clusters
  Score: Raw -4599318.536793 + Penalty 5137.597876 = -4594180.938916
  nChanged 205
		SP:Iteration 133Q (7430.160000 sec): 3 clusters
  Score: Raw -4599351.983412 + Penalty 5137.597876 = -4594214.385536
  nChanged 225
		SP:Iteration 134Q (7430.270000 sec): 3 clusters
  Score: Raw -4599391.814003 + Penalty 5137.597876 = -4594254.216126
  nChanged 250
		SP:Iteration 135Q (7430.380000 sec): 3 clusters
  Score: Raw -4599440.647574 + Penalty 5137.597876 = -4594303.049698
  nChanged 297
		SP:Iteration 136Q (7430.490000 sec): 3 clusters
  Score: Raw -4599508.170684 + Penalty 5137.597876 = -4594370.572807
  nChanged 325
		SP:Iteration 137Q (7430.600000 sec): 3 clusters
  Score: Raw -4599588.158157 + Penalty 5137.597876 = -4594450.560280
  nChanged 349
		SP:Iteration 138Q (7430.710000 sec): 3 clusters
  Score: Raw -4599680.882217 + Penalty 5137.597876 = -4594543.284341
  nChanged 415
		SP:Iteration 139Q (7430.820000 sec): 3 clusters
  Score: Raw -4599811.038461 + Penalty 5137.597876 = -4594673.440584
  nChanged 468
		SP:Iteration 140F (7430.930000 sec): 3 clusters
  Score: Raw -4599993.509988 + Penalty 5137.597876 = -4594855.912112
  nChanged 519
		SP:Iteration 141Q (7431.040000 sec): 3 clusters
  Score: Raw -4600246.857954 + Penalty 5137.597876 = -4595109.260078
  nChanged 583
		SP:Iteration 142Q (7431.150000 sec): 3 clusters
  Score: Raw -4600646.456340 + Penalty 5137.597876 = -4595508.858464
  nChanged 633
		SP:Iteration 143Q (7431.260000 sec): 3 clusters
  Score: Raw -4601310.348418 + Penalty 5137.597876 = -4596172.750542
  nChanged 608
		SP:Iteration 144Q (7431.370000 sec): 3 clusters
  Score: Raw -4602182.353472 + Penalty 5137.597876 = -4597044.755596
  nChanged 426
		SP:Iteration 145Q (7431.470000 sec): 3 clusters
  Score: Raw -4602647.863153 + Penalty 5137.597876 = -4597510.265276
  nChanged 315
		SP:Iteration 146Q (7431.560000 sec): 3 clusters
  Score: Raw -4602858.651002 + Penalty 5137.597876 = -4597721.053126
  nChanged 255
		SP:Iteration 147Q (7431.650000 sec): 3 clusters
  Score: Raw -4602981.369645 + Penalty 5137.597876 = -4597843.771769
  nChanged 190
		SP:Iteration 148Q (7431.740000 sec): 3 clusters
  Score: Raw -4603053.163145 + Penalty 5137.597876 = -4597915.565269
  nChanged 147
		SP:Iteration 149Q (7431.830000 sec): 3 clusters
  Score: Raw -4603104.122237 + Penalty 5137.597876 = -4597966.524360
  nChanged 112
		SP:Iteration 150Q (7431.910000 sec): 3 clusters
  Score: Raw -4603135.995173 + Penalty 5137.597876 = -4597998.397297
  nChanged 99
		SP:Iteration 151Q (7432.000000 sec): 3 clusters
  Score: Raw -4603161.890673 + Penalty 5137.597876 = -4598024.292797
  nChanged 70
		SP:Iteration 152Q (7432.090000 sec): 3 clusters
  Score: Raw -4603177.598465 + Penalty 5137.597876 = -4598040.000588
  nChanged 54
		SP:Iteration 153Q (7432.170000 sec): 3 clusters
  Score: Raw -4603190.063890 + Penalty 5137.597876 = -4598052.466014
  nChanged 42
		SP:Iteration 154Q (7432.260000 sec): 3 clusters
  Score: Raw -4603198.810209 + Penalty 5137.597876 = -4598061.212333
  nChanged 32
		SP:Iteration 155Q (7432.340000 sec): 3 clusters
  Score: Raw -4603204.132463 + Penalty 5137.597876 = -4598066.534586
  nChanged 23
		SP:Iteration 156Q (7432.430000 sec): 3 clusters
  Score: Raw -4603206.988482 + Penalty 5137.597876 = -4598069.390606
  nChanged 18
		SP:Iteration 157Q (7432.510000 sec): 3 clusters
  Score: Raw -4603209.386817 + Penalty 5137.597876 = -4598071.788941
  nChanged 9
		SP:Iteration 158Q (7432.600000 sec): 3 clusters
  Score: Raw -4603210.705892 + Penalty 5137.597876 = -4598073.108016
  nChanged 10
		SP:Iteration 159Q (7432.680000 sec): 3 clusters
  Score: Raw -4603212.215341 + Penalty 5137.597876 = -4598074.617465
  nChanged 12
		SP:Iteration 160F (7432.790000 sec): 3 clusters
  Score: Raw -4603214.147686 + Penalty 5137.597876 = -4598076.549810
  nChanged 14
		SP:Iteration 161Q (7432.870000 sec): 3 clusters
  Score: Raw -4603215.894540 + Penalty 5137.597876 = -4598078.296663
  nChanged 9
		SP:Iteration 162Q (7432.960000 sec): 3 clusters
  Score: Raw -4603217.017009 + Penalty 5137.597876 = -4598079.419133
  nChanged 10
		SP:Iteration 163Q (7433.040000 sec): 3 clusters
  Score: Raw -4603218.995856 + Penalty 5137.597876 = -4598081.397979
  nChanged 11
		SP:Iteration 164Q (7433.120000 sec): 3 clusters
  Score: Raw -4603220.899162 + Penalty 5137.597876 = -4598083.301286
  nChanged 10
		SP:Iteration 165Q (7433.210000 sec): 3 clusters
  Score: Raw -4603222.182109 + Penalty 5137.597876 = -4598084.584233
  nChanged 7
		SP:Iteration 166Q (7433.290000 sec): 3 clusters
  Score: Raw -4603223.342491 + Penalty 5137.597876 = -4598085.744614
  nChanged 4
		SP:Iteration 167Q (7433.380000 sec): 3 clusters
  Score: Raw -4603223.934787 + Penalty 5137.597876 = -4598086.336911
  nChanged 2
		SP:Iteration 168Q (7433.460000 sec): 3 clusters
  Score: Raw -4603224.392028 + Penalty 5137.597876 = -4598086.794152
  nChanged 4
		SP:Iteration 169Q (7433.540000 sec): 3 clusters
  Score: Raw -4603224.964547 + Penalty 5137.597876 = -4598087.366670
  nChanged 6
		SP:Iteration 170Q (7433.620000 sec): 3 clusters
  Score: Raw -4603225.799716 + Penalty 5137.597876 = -4598088.201840
  nChanged 6
		SP:Iteration 171Q (7433.710000 sec): 3 clusters
  Score: Raw -4603226.812707 + Penalty 5137.597876 = -4598089.214830
  nChanged 7
		SP:Iteration 172Q (7433.800000 sec): 3 clusters
  Score: Raw -4603228.048021 + Penalty 5137.597876 = -4598090.450144
  nChanged 9
		SP:Iteration 173Q (7433.880000 sec): 3 clusters
  Score: Raw -4603229.239177 + Penalty 5137.597876 = -4598091.641301
  nChanged 4
		SP:Iteration 174Q (7433.960000 sec): 3 clusters
  Score: Raw -4603229.787337 + Penalty 5137.597876 = -4598092.189461
  nChanged 7
		SP:Iteration 175Q (7434.040000 sec): 3 clusters
  Score: Raw -4603230.421472 + Penalty 5137.597876 = -4598092.823595
  nChanged 5
		SP:Iteration 176Q (7434.120000 sec): 3 clusters
  Score: Raw -4603231.196878 + Penalty 5137.597876 = -4598093.599001
  nChanged 4
		SP:Iteration 177Q (7434.210000 sec): 3 clusters
  Score: Raw -4603231.827628 + Penalty 5137.597876 = -4598094.229752
  nChanged 3
		SP:Iteration 178Q (7434.290000 sec): 3 clusters
  Score: Raw -4603232.401770 + Penalty 5137.597876 = -4598094.803894
  nChanged 6
		SP:Iteration 179Q (7434.380000 sec): 3 clusters
  Score: Raw -4603233.158295 + Penalty 5137.597876 = -4598095.560418
  nChanged 5
		SP:Iteration 180F (7434.490000 sec): 3 clusters
  Score: Raw -4603233.930710 + Penalty 5137.597876 = -4598096.332834
  nChanged 6
		SP:Iteration 181Q (7434.570000 sec): 3 clusters
  Score: Raw -4603234.712669 + Penalty 5137.597876 = -4598097.114793
  nChanged 4
		SP:Iteration 182Q (7434.660000 sec): 3 clusters
  Score: Raw -4603235.316699 + Penalty 5137.597876 = -4598097.718822
  nChanged 6
		SP:Iteration 183Q (7434.740000 sec): 3 clusters
  Score: Raw -4603236.088659 + Penalty 5137.597876 = -4598098.490783
  nChanged 4
		SP:Iteration 184Q (7434.830000 sec): 3 clusters
  Score: Raw -4603236.727833 + Penalty 5137.597876 = -4598099.129957
  nChanged 3
		SP:Iteration 185Q (7434.920000 sec): 3 clusters
  Score: Raw -4603237.299649 + Penalty 5137.597876 = -4598099.701772
  nChanged 5
		SP:Iteration 186Q (7435.000000 sec): 3 clusters
  Score: Raw -4603238.012892 + Penalty 5137.597876 = -4598100.415015
  nChanged 4
		SP:Iteration 187Q (7435.080000 sec): 3 clusters
  Score: Raw -4603238.644080 + Penalty 5137.597876 = -4598101.046203
  nChanged 2
		SP:Iteration 188Q (7435.170000 sec): 3 clusters
  Score: Raw -4603238.878799 + Penalty 5137.597876 = -4598101.280922
  nChanged 4
		SP:Iteration 189Q (7435.260000 sec): 3 clusters
  Score: Raw -4603239.701369 + Penalty 5137.597876 = -4598102.103492
  nChanged 5
		SP:Iteration 190Q (7435.340000 sec): 3 clusters
  Score: Raw -4603240.219379 + Penalty 5137.597876 = -4598102.621503
  nChanged 3
		SP:Iteration 191Q (7435.420000 sec): 3 clusters
  Score: Raw -4603240.791239 + Penalty 5137.597876 = -4598103.193363
  nChanged 7
		SP:Iteration 192Q (7435.500000 sec): 3 clusters
  Score: Raw -4603242.582671 + Penalty 5137.597876 = -4598104.984795
  nChanged 9
		SP:Iteration 193Q (7435.590000 sec): 3 clusters
  Score: Raw -4603244.719930 + Penalty 5137.597876 = -4598107.122054
  nChanged 7
		SP:Iteration 194Q (7435.670000 sec): 3 clusters
  Score: Raw -4603245.873640 + Penalty 5137.597876 = -4598108.275764
  nChanged 8
		SP:Iteration 195Q (7435.760000 sec): 3 clusters
  Score: Raw -4603247.101380 + Penalty 5137.597876 = -4598109.503504
  nChanged 7
		SP:Iteration 196Q (7435.840000 sec): 3 clusters
  Score: Raw -4603248.674142 + Penalty 5137.597876 = -4598111.076266
  nChanged 9
		SP:Iteration 197Q (7435.920000 sec): 3 clusters
  Score: Raw -4603250.408637 + Penalty 5137.597876 = -4598112.810761
  nChanged 10
		SP:Iteration 198Q (7436.010000 sec): 3 clusters
  Score: Raw -4603251.949337 + Penalty 5137.597876 = -4598114.351460
  nChanged 6
		SP:Iteration 199Q (7436.090000 sec): 3 clusters
  Score: Raw -4603253.544116 + Penalty 5137.597876 = -4598115.946239
  nChanged 8
		SP:Iteration 200F (7436.200000 sec): 3 clusters
  Score: Raw -4603254.752426 + Penalty 5137.597876 = -4598117.154549
  nChanged 8
		SP:Iteration 201Q (7436.290000 sec): 3 clusters
  Score: Raw -4603256.190158 + Penalty 5137.597876 = -4598118.592282
  nChanged 12
		SP:Iteration 202Q (7436.370000 sec): 3 clusters
  Score: Raw -4603257.977496 + Penalty 5137.597876 = -4598120.379620
  nChanged 7
		SP:Iteration 203Q (7436.460000 sec): 3 clusters
  Score: Raw -4603258.519877 + Penalty 5137.597876 = -4598120.922000
  nChanged 3
		SP:Iteration 204Q (7436.540000 sec): 3 clusters
  Score: Raw -4603259.093761 + Penalty 5137.597876 = -4598121.495885
  nChanged 5
		SP:Iteration 205Q (7436.620000 sec): 3 clusters
  Score: Raw -4603259.781132 + Penalty 5137.597876 = -4598122.183256
  nChanged 6
		SP:Iteration 206Q (7436.710000 sec): 3 clusters
  Score: Raw -4603260.647331 + Penalty 5137.597876 = -4598123.049455
  nChanged 7
		SP:Iteration 207Q (7436.800000 sec): 3 clusters
  Score: Raw -4603261.822413 + Penalty 5137.597876 = -4598124.224537
  nChanged 4
		SP:Iteration 208Q (7436.880000 sec): 3 clusters
  Score: Raw -4603262.287091 + Penalty 5137.597876 = -4598124.689214
  nChanged 2
		SP:Iteration 209Q (7436.970000 sec): 3 clusters
  Score: Raw -4603262.496870 + Penalty 5137.597876 = -4598124.898994
  nChanged 1
		SP:Iteration 210Q (7437.050000 sec): 3 clusters
  Score: Raw -4603262.573740 + Penalty 5137.597876 = -4598124.975864
  nChanged 1
		SP:Iteration 211Q (7437.140000 sec): 3 clusters
  Score: Raw -4603262.690976 + Penalty 5137.597876 = -4598125.093100
  nChanged 1
		SP:Iteration 212Q (7437.220000 sec): 3 clusters
  Score: Raw -4603262.788687 + Penalty 5137.597876 = -4598125.190811
  nChanged 0
		SP:Iteration 213F (7437.330000 sec): 3 clusters
  Score: Raw -4603262.788687 + Penalty 5137.597876 = -4598125.190811
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7437.640000 sec): 2 clusters
  Score: Raw -14350476.635145 + Penalty 2851.932735 = -14347624.702410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7437.980000 sec): 3 clusters
  Score: Raw -14287389.788243 + Penalty 5703.865470 = -14281685.922773
  nChanged 46534
		SP:Iteration 1F (7438.330000 sec): 3 clusters
  Score: Raw -14314091.250404 + Penalty 5703.865470 = -14308387.384934
  nChanged 3621
		SP:Iteration 2Q (7438.680000 sec): 3 clusters
  Score: Raw -14315059.655146 + Penalty 5703.865470 = -14309355.789676
  nChanged 3825
		SP:Iteration 3Q (7439.040000 sec): 3 clusters
  Score: Raw -14316243.008925 + Penalty 5703.865470 = -14310539.143455
  nChanged 4223
		SP:Iteration 4Q (7439.390000 sec): 3 clusters
  Score: Raw -14317739.221618 + Penalty 5703.865470 = -14312035.356148
  nChanged 4670
		SP:Iteration 5Q (7439.740000 sec): 3 clusters
  Score: Raw -14319620.093866 + Penalty 5703.865470 = -14313916.228395
  nChanged 5177
		SP:Iteration 6F (7440.080000 sec): 3 clusters
  Score: Raw -14322061.777739 + Penalty 5703.865470 = -14316357.912269
  nChanged 5723
		SP:Iteration 7F (7440.430000 sec): 3 clusters
  Score: Raw -14325179.212425 + Penalty 5703.865470 = -14319475.346955
  nChanged 6066
		SP:Iteration 8F (7440.780000 sec): 3 clusters
  Score: Raw -14328997.006882 + Penalty 5703.865470 = -14323293.141411
  nChanged 6096
		SP:Iteration 9F (7441.120000 sec): 3 clusters
  Score: Raw -14333470.071001 + Penalty 5703.865470 = -14327766.205531
  nChanged 5769
		SP:Iteration 10F (7441.470000 sec): 3 clusters
  Score: Raw -14338479.741494 + Penalty 5703.865470 = -14332775.876024
  nChanged 4652
		SP:Iteration 11Q (7441.810000 sec): 3 clusters
  Score: Raw -14342770.489719 + Penalty 5703.865470 = -14337066.624249
  nChanged 3122
		SP:Iteration 12Q (7442.140000 sec): 3 clusters
  Score: Raw -14345682.000765 + Penalty 5703.865470 = -14339978.135295
  nChanged 2091
		SP:Iteration 13Q (7442.440000 sec): 3 clusters
  Score: Raw -14347463.704094 + Penalty 5703.865470 = -14341759.838624
  nChanged 1402
		SP:Iteration 14Q (7442.730000 sec): 3 clusters
  Score: Raw -14348500.625191 + Penalty 5703.865470 = -14342796.759721
  nChanged 950
		SP:Iteration 15Q (7443.000000 sec): 3 clusters
  Score: Raw -14349104.325610 + Penalty 5703.865470 = -14343400.460140
  nChanged 712
		SP:Iteration 16Q (7443.270000 sec): 3 clusters
  Score: Raw -14349469.407788 + Penalty 5703.865470 = -14343765.542318
  nChanged 515
		SP:Iteration 17Q (7443.540000 sec): 3 clusters
  Score: Raw -14349730.654157 + Penalty 5703.865470 = -14344026.788687
  nChanged 469
		SP:Iteration 18Q (7443.800000 sec): 3 clusters
  Score: Raw -14349963.392011 + Penalty 5703.865470 = -14344259.526541
  nChanged 396
		SP:Iteration 19Q (7444.060000 sec): 3 clusters
  Score: Raw -14350148.655669 + Penalty 5703.865470 = -14344444.790199
  nChanged 370
		SP:Iteration 20F (7444.410000 sec): 3 clusters
  Score: Raw -14350313.423423 + Penalty 5703.865470 = -14344609.557952
  nChanged 321
		SP:Iteration 21Q (7444.670000 sec): 3 clusters
  Score: Raw -14350436.651103 + Penalty 5703.865470 = -14344732.785632
  nChanged 283
		SP:Iteration 22Q (7444.920000 sec): 3 clusters
  Score: Raw -14350552.139335 + Penalty 5703.865470 = -14344848.273865
  nChanged 285
		SP:Iteration 23Q (7445.180000 sec): 3 clusters
  Score: Raw -14350662.420871 + Penalty 5703.865470 = -14344958.555400
  nChanged 230
		SP:Iteration 24Q (7445.440000 sec): 3 clusters
  Score: Raw -14350736.027019 + Penalty 5703.865470 = -14345032.161549
  nChanged 181
		SP:Iteration 25Q (7445.700000 sec): 3 clusters
  Score: Raw -14350790.831648 + Penalty 5703.865470 = -14345086.966177
  nChanged 131
		SP:Iteration 26Q (7445.950000 sec): 3 clusters
  Score: Raw -14350831.946696 + Penalty 5703.865470 = -14345128.081226
  nChanged 130
		SP:Iteration 27Q (7446.200000 sec): 3 clusters
  Score: Raw -14350871.200318 + Penalty 5703.865470 = -14345167.334848
  nChanged 115
		SP:Iteration 28Q (7446.450000 sec): 3 clusters
  Score: Raw -14350902.719491 + Penalty 5703.865470 = -14345198.854021
  nChanged 99
		SP:Iteration 29Q (7446.700000 sec): 3 clusters
  Score: Raw -14350930.159277 + Penalty 5703.865470 = -14345226.293807
  nChanged 81
		SP:Iteration 30Q (7446.950000 sec): 3 clusters
  Score: Raw -14350949.621240 + Penalty 5703.865470 = -14345245.755770
  nChanged 74
		SP:Iteration 31Q (7447.200000 sec): 3 clusters
  Score: Raw -14350970.228406 + Penalty 5703.865470 = -14345266.362936
  nChanged 69
		SP:Iteration 32Q (7447.450000 sec): 3 clusters
  Score: Raw -14350990.423488 + Penalty 5703.865470 = -14345286.558018
  nChanged 68
		SP:Iteration 33Q (7447.700000 sec): 3 clusters
  Score: Raw -14351008.450170 + Penalty 5703.865470 = -14345304.584700
  nChanged 69
		SP:Iteration 34Q (7447.950000 sec): 3 clusters
  Score: Raw -14351026.399626 + Penalty 5703.865470 = -14345322.534156
  nChanged 68
		SP:Iteration 35Q (7448.200000 sec): 3 clusters
  Score: Raw -14351042.413957 + Penalty 5703.865470 = -14345338.548487
  nChanged 58
		SP:Iteration 36Q (7448.440000 sec): 3 clusters
  Score: Raw -14351059.080848 + Penalty 5703.865470 = -14345355.215378
  nChanged 54
		SP:Iteration 37Q (7448.690000 sec): 3 clusters
  Score: Raw -14351073.072117 + Penalty 5703.865470 = -14345369.206647
  nChanged 45
		SP:Iteration 38Q (7448.940000 sec): 3 clusters
  Score: Raw -14351084.627220 + Penalty 5703.865470 = -14345380.761750
  nChanged 38
		SP:Iteration 39Q (7449.190000 sec): 3 clusters
  Score: Raw -14351094.525028 + Penalty 5703.865470 = -14345390.659558
  nChanged 46
		SP:Iteration 40F (7449.530000 sec): 3 clusters
  Score: Raw -14351104.740716 + Penalty 5703.865470 = -14345400.875246
  nChanged 32
		SP:Iteration 41Q (7449.780000 sec): 3 clusters
  Score: Raw -14351114.063294 + Penalty 5703.865470 = -14345410.197824
  nChanged 26
		SP:Iteration 42Q (7450.020000 sec): 3 clusters
  Score: Raw -14351120.933941 + Penalty 5703.865470 = -14345417.068471
  nChanged 28
		SP:Iteration 43Q (7450.270000 sec): 3 clusters
  Score: Raw -14351127.158196 + Penalty 5703.865470 = -14345423.292726
  nChanged 24
		SP:Iteration 44Q (7450.520000 sec): 3 clusters
  Score: Raw -14351131.879830 + Penalty 5703.865470 = -14345428.014360
  nChanged 26
		SP:Iteration 45Q (7450.760000 sec): 3 clusters
  Score: Raw -14351137.019322 + Penalty 5703.865470 = -14345433.153852
  nChanged 18
		SP:Iteration 46Q (7451.010000 sec): 3 clusters
  Score: Raw -14351140.897517 + Penalty 5703.865470 = -14345437.032046
  nChanged 15
		SP:Iteration 47Q (7451.260000 sec): 3 clusters
  Score: Raw -14351143.805500 + Penalty 5703.865470 = -14345439.940030
  nChanged 13
		SP:Iteration 48Q (7451.510000 sec): 3 clusters
  Score: Raw -14351146.192025 + Penalty 5703.865470 = -14345442.326555
  nChanged 10
		SP:Iteration 49Q (7451.760000 sec): 3 clusters
  Score: Raw -14351148.102863 + Penalty 5703.865470 = -14345444.237393
  nChanged 6
		SP:Iteration 50Q (7452.000000 sec): 3 clusters
  Score: Raw -14351149.563274 + Penalty 5703.865470 = -14345445.697804
  nChanged 7
		SP:Iteration 51Q (7452.250000 sec): 3 clusters
  Score: Raw -14351150.937677 + Penalty 5703.865470 = -14345447.072207
  nChanged 13
		SP:Iteration 52Q (7452.500000 sec): 3 clusters
  Score: Raw -14351153.103870 + Penalty 5703.865470 = -14345449.238400
  nChanged 6
		SP:Iteration 53Q (7452.740000 sec): 3 clusters
  Score: Raw -14351154.328390 + Penalty 5703.865470 = -14345450.462920
  nChanged 8
		SP:Iteration 54Q (7452.990000 sec): 3 clusters
  Score: Raw -14351156.067025 + Penalty 5703.865470 = -14345452.201555
  nChanged 8
		SP:Iteration 55Q (7453.240000 sec): 3 clusters
  Score: Raw -14351158.102570 + Penalty 5703.865470 = -14345454.237100
  nChanged 17
		SP:Iteration 56Q (7453.480000 sec): 3 clusters
  Score: Raw -14351161.942860 + Penalty 5703.865470 = -14345458.077390
  nChanged 9
		SP:Iteration 57Q (7453.730000 sec): 3 clusters
  Score: Raw -14351163.907296 + Penalty 5703.865470 = -14345460.041826
  nChanged 11
		SP:Iteration 58Q (7453.980000 sec): 3 clusters
  Score: Raw -14351166.350601 + Penalty 5703.865470 = -14345462.485131
  nChanged 13
		SP:Iteration 59Q (7454.220000 sec): 3 clusters
  Score: Raw -14351168.269017 + Penalty 5703.865470 = -14345464.403546
  nChanged 9
		SP:Iteration 60F (7454.560000 sec): 3 clusters
  Score: Raw -14351170.082020 + Penalty 5703.865470 = -14345466.216550
  nChanged 7
		SP:Iteration 61Q (7454.810000 sec): 3 clusters
  Score: Raw -14351171.941731 + Penalty 5703.865470 = -14345468.076261
  nChanged 8
		SP:Iteration 62Q (7455.050000 sec): 3 clusters
  Score: Raw -14351173.670474 + Penalty 5703.865470 = -14345469.805004
  nChanged 5
		SP:Iteration 63Q (7455.300000 sec): 3 clusters
  Score: Raw -14351174.758557 + Penalty 5703.865470 = -14345470.893087
  nChanged 5
		SP:Iteration 64Q (7455.540000 sec): 3 clusters
  Score: Raw -14351175.715598 + Penalty 5703.865470 = -14345471.850128
  nChanged 8
		SP:Iteration 65Q (7455.790000 sec): 3 clusters
  Score: Raw -14351177.336734 + Penalty 5703.865470 = -14345473.471264
  nChanged 8
		SP:Iteration 66Q (7456.040000 sec): 3 clusters
  Score: Raw -14351178.706853 + Penalty 5703.865470 = -14345474.841383
  nChanged 6
		SP:Iteration 67Q (7456.280000 sec): 3 clusters
  Score: Raw -14351179.826686 + Penalty 5703.865470 = -14345475.961216
  nChanged 1
		SP:Iteration 68Q (7456.530000 sec): 3 clusters
  Score: Raw -14351180.072823 + Penalty 5703.865470 = -14345476.207353
  nChanged 3
		SP:Iteration 69Q (7456.780000 sec): 3 clusters
  Score: Raw -14351180.598409 + Penalty 5703.865470 = -14345476.732939
  nChanged 1
		SP:Iteration 70Q (7457.020000 sec): 3 clusters
  Score: Raw -14351181.164036 + Penalty 5703.865470 = -14345477.298565
  nChanged 4
		SP:Iteration 71Q (7457.270000 sec): 3 clusters
  Score: Raw -14351181.855285 + Penalty 5703.865470 = -14345477.989815
  nChanged 5
		SP:Iteration 72Q (7457.510000 sec): 3 clusters
  Score: Raw -14351182.586364 + Penalty 5703.865470 = -14345478.720894
  nChanged 2
		SP:Iteration 73Q (7457.760000 sec): 3 clusters
  Score: Raw -14351183.006832 + Penalty 5703.865470 = -14345479.141361
  nChanged 2
		SP:Iteration 74Q (7458.010000 sec): 3 clusters
  Score: Raw -14351183.412617 + Penalty 5703.865470 = -14345479.547147
  nChanged 3
		SP:Iteration 75Q (7458.250000 sec): 3 clusters
  Score: Raw -14351184.078541 + Penalty 5703.865470 = -14345480.213071
  nChanged 6
		SP:Iteration 76Q (7458.500000 sec): 3 clusters
  Score: Raw -14351185.813472 + Penalty 5703.865470 = -14345481.948002
  nChanged 7
		SP:Iteration 77Q (7458.750000 sec): 3 clusters
  Score: Raw -14351187.128877 + Penalty 5703.865470 = -14345483.263407
  nChanged 6
		SP:Iteration 78Q (7459.000000 sec): 3 clusters
  Score: Raw -14351188.094653 + Penalty 5703.865470 = -14345484.229183
  nChanged 3
		SP:Iteration 79Q (7459.240000 sec): 3 clusters
  Score: Raw -14351188.946561 + Penalty 5703.865470 = -14345485.081091
  nChanged 3
		SP:Iteration 80F (7459.580000 sec): 3 clusters
  Score: Raw -14351189.548635 + Penalty 5703.865470 = -14345485.683165
  nChanged 4
		SP:Iteration 81Q (7459.830000 sec): 3 clusters
  Score: Raw -14351190.879184 + Penalty 5703.865470 = -14345487.013714
  nChanged 7
		SP:Iteration 82Q (7460.070000 sec): 3 clusters
  Score: Raw -14351192.702030 + Penalty 5703.865470 = -14345488.836560
  nChanged 5
		SP:Iteration 83Q (7460.320000 sec): 3 clusters
  Score: Raw -14351193.545474 + Penalty 5703.865470 = -14345489.680003
  nChanged 4
		SP:Iteration 84Q (7460.560000 sec): 3 clusters
  Score: Raw -14351194.217189 + Penalty 5703.865470 = -14345490.351719
  nChanged 4
		SP:Iteration 85Q (7460.810000 sec): 3 clusters
  Score: Raw -14351194.842766 + Penalty 5703.865470 = -14345490.977295
  nChanged 3
		SP:Iteration 86Q (7461.060000 sec): 3 clusters
  Score: Raw -14351195.191387 + Penalty 5703.865470 = -14345491.325916
  nChanged 4
		SP:Iteration 87Q (7461.300000 sec): 3 clusters
  Score: Raw -14351195.788654 + Penalty 5703.865470 = -14345491.923184
  nChanged 2
		SP:Iteration 88Q (7461.540000 sec): 3 clusters
  Score: Raw -14351195.979438 + Penalty 5703.865470 = -14345492.113968
  nChanged 1
		SP:Iteration 89Q (7461.790000 sec): 3 clusters
  Score: Raw -14351196.122130 + Penalty 5703.865470 = -14345492.256660
  nChanged 1
		SP:Iteration 90Q (7462.040000 sec): 3 clusters
  Score: Raw -14351196.215777 + Penalty 5703.865470 = -14345492.350307
  nChanged 1
		SP:Iteration 91Q (7462.280000 sec): 3 clusters
  Score: Raw -14351196.303275 + Penalty 5703.865470 = -14345492.437805
  nChanged 1
		SP:Iteration 92Q (7462.520000 sec): 3 clusters
  Score: Raw -14351196.514000 + Penalty 5703.865470 = -14345492.648530
  nChanged 1
		SP:Iteration 93Q (7462.770000 sec): 3 clusters
  Score: Raw -14351196.654667 + Penalty 5703.865470 = -14345492.789196
  nChanged 1
		SP:Iteration 94Q (7463.020000 sec): 3 clusters
  Score: Raw -14351196.800293 + Penalty 5703.865470 = -14345492.934823
  nChanged 1
		SP:Iteration 95Q (7463.270000 sec): 3 clusters
  Score: Raw -14351196.999516 + Penalty 5703.865470 = -14345493.134045
  nChanged 1
		SP:Iteration 96Q (7463.510000 sec): 3 clusters
  Score: Raw -14351197.160940 + Penalty 5703.865470 = -14345493.295469
  nChanged 2
		SP:Iteration 97Q (7463.750000 sec): 3 clusters
  Score: Raw -14351197.442694 + Penalty 5703.865470 = -14345493.577224
  nChanged 0
		SP:Iteration 98F (7464.090000 sec): 3 clusters
  Score: Raw -14351197.442694 + Penalty 5703.865470 = -14345493.577224
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7464.220000 sec): 2 clusters
  Score: Raw -5609970.362832 + Penalty 2603.148306 = -5607367.214527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7464.350000 sec): 3 clusters
  Score: Raw -5587778.951307 + Penalty 5206.296611 = -5582572.654696
  nChanged 16500
		SP:Iteration 1F (7464.470000 sec): 3 clusters
  Score: Raw -5596740.970702 + Penalty 5206.296611 = -5591534.674091
  nChanged 1591
		SP:Iteration 2Q (7464.600000 sec): 3 clusters
  Score: Raw -5597193.546452 + Penalty 5206.296611 = -5591987.249841
  nChanged 1394
		SP:Iteration 3Q (7464.730000 sec): 3 clusters
  Score: Raw -5597560.329698 + Penalty 5206.296611 = -5592354.033087
  nChanged 1252
		SP:Iteration 4Q (7464.860000 sec): 3 clusters
  Score: Raw -5597871.668835 + Penalty 5206.296611 = -5592665.372224
  nChanged 1148
		SP:Iteration 5Q (7464.990000 sec): 3 clusters
  Score: Raw -5598153.037803 + Penalty 5206.296611 = -5592946.741192
  nChanged 987
		SP:Iteration 6Q (7465.120000 sec): 3 clusters
  Score: Raw -5598379.627086 + Penalty 5206.296611 = -5593173.330475
  nChanged 965
		SP:Iteration 7Q (7465.250000 sec): 3 clusters
  Score: Raw -5598601.167417 + Penalty 5206.296611 = -5593394.870806
  nChanged 914
		SP:Iteration 8Q (7465.380000 sec): 3 clusters
  Score: Raw -5598818.073807 + Penalty 5206.296611 = -5593611.777196
  nChanged 935
		SP:Iteration 9Q (7465.500000 sec): 3 clusters
  Score: Raw -5599064.344956 + Penalty 5206.296611 = -5593858.048345
  nChanged 1048
		SP:Iteration 10Q (7465.630000 sec): 3 clusters
  Score: Raw -5599376.297456 + Penalty 5206.296611 = -5594170.000845
  nChanged 1168
		SP:Iteration 11Q (7465.760000 sec): 3 clusters
  Score: Raw -5599803.420441 + Penalty 5206.296611 = -5594597.123830
  nChanged 1401
		SP:Iteration 12Q (7465.890000 sec): 3 clusters
  Score: Raw -5600439.359698 + Penalty 5206.296611 = -5595233.063086
  nChanged 1731
		SP:Iteration 13Q (7466.020000 sec): 3 clusters
  Score: Raw -5601403.013934 + Penalty 5206.296611 = -5596196.717323
  nChanged 2020
		SP:Iteration 14F (7466.140000 sec): 3 clusters
  Score: Raw -5602738.538650 + Penalty 5206.296611 = -5597532.242039
  nChanged 2153
		SP:Iteration 15F (7466.270000 sec): 3 clusters
  Score: Raw -5604357.405775 + Penalty 5206.296611 = -5599151.109164
  nChanged 2061
		SP:Iteration 16F (7466.400000 sec): 3 clusters
  Score: Raw -5606057.998706 + Penalty 5206.296611 = -5600851.702095
  nChanged 1760
		SP:Iteration 17Q (7466.520000 sec): 3 clusters
  Score: Raw -5607558.311479 + Penalty 5206.296611 = -5602352.014868
  nChanged 1232
		SP:Iteration 18Q (7466.630000 sec): 3 clusters
  Score: Raw -5608628.914252 + Penalty 5206.296611 = -5603422.617640
  nChanged 842
		SP:Iteration 19Q (7466.740000 sec): 3 clusters
  Score: Raw -5609325.806551 + Penalty 5206.296611 = -5604119.509940
  nChanged 507
		SP:Iteration 20F (7466.860000 sec): 3 clusters
  Score: Raw -5609731.179876 + Penalty 5206.296611 = -5604524.883265
  nChanged 275
		SP:Iteration 21Q (7466.960000 sec): 3 clusters
  Score: Raw -5609969.779385 + Penalty 5206.296611 = -5604763.482774
  nChanged 150
		SP:Iteration 22Q (7467.050000 sec): 3 clusters
  Score: Raw -5610096.767354 + Penalty 5206.296611 = -5604890.470743
  nChanged 84
		SP:Iteration 23Q (7467.140000 sec): 3 clusters
  Score: Raw -5610183.137110 + Penalty 5206.296611 = -5604976.840499
  nChanged 60
		SP:Iteration 24Q (7467.230000 sec): 3 clusters
  Score: Raw -5610241.016836 + Penalty 5206.296611 = -5605034.720225
  nChanged 32
		SP:Iteration 25Q (7467.320000 sec): 3 clusters
  Score: Raw -5610270.003295 + Penalty 5206.296611 = -5605063.706684
  nChanged 19
		SP:Iteration 26Q (7467.410000 sec): 3 clusters
  Score: Raw -5610286.043055 + Penalty 5206.296611 = -5605079.746444
  nChanged 8
		SP:Iteration 27Q (7467.500000 sec): 3 clusters
  Score: Raw -5610294.731299 + Penalty 5206.296611 = -5605088.434688
  nChanged 11
		SP:Iteration 28Q (7467.580000 sec): 3 clusters
  Score: Raw -5610304.398509 + Penalty 5206.296611 = -5605098.101898
  nChanged 7
		SP:Iteration 29Q (7467.670000 sec): 3 clusters
  Score: Raw -5610311.296305 + Penalty 5206.296611 = -5605104.999694
  nChanged 6
		SP:Iteration 30Q (7467.760000 sec): 3 clusters
  Score: Raw -5610316.364210 + Penalty 5206.296611 = -5605110.067599
  nChanged 4
		SP:Iteration 31Q (7467.850000 sec): 3 clusters
  Score: Raw -5610318.989535 + Penalty 5206.296611 = -5605112.692924
  nChanged 1
		SP:Iteration 32Q (7467.940000 sec): 3 clusters
  Score: Raw -5610319.609510 + Penalty 5206.296611 = -5605113.312899
  nChanged 0
		SP:Iteration 33F (7468.070000 sec): 3 clusters
  Score: Raw -5610319.609510 + Penalty 5206.296611 = -5605113.312899
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7468.370000 sec): 2 clusters
  Score: Raw -14574617.490066 + Penalty 2851.864876 = -14571765.625190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7468.720000 sec): 3 clusters
  Score: Raw -14511408.834486 + Penalty 5703.729753 = -14505705.104733
  nChanged 46581
		SP:Iteration 1F (7469.070000 sec): 3 clusters
  Score: Raw -14537883.619798 + Penalty 5703.729753 = -14532179.890046
  nChanged 2818
		SP:Iteration 2Q (7469.410000 sec): 3 clusters
  Score: Raw -14538443.391718 + Penalty 5703.729753 = -14532739.661966
  nChanged 2753
		SP:Iteration 3Q (7469.770000 sec): 3 clusters
  Score: Raw -14539030.959644 + Penalty 5703.729753 = -14533327.229892
  nChanged 2790
		SP:Iteration 4Q (7470.120000 sec): 3 clusters
  Score: Raw -14539735.619759 + Penalty 5703.729753 = -14534031.890006
  nChanged 3073
		SP:Iteration 5Q (7470.470000 sec): 3 clusters
  Score: Raw -14540666.715496 + Penalty 5703.729753 = -14534962.985744
  nChanged 3458
		SP:Iteration 6Q (7470.830000 sec): 3 clusters
  Score: Raw -14541945.055915 + Penalty 5703.729753 = -14536241.326163
  nChanged 3996
		SP:Iteration 7Q (7471.180000 sec): 3 clusters
  Score: Raw -14543702.923597 + Penalty 5703.729753 = -14537999.193844
  nChanged 4526
		SP:Iteration 8Q (7471.530000 sec): 3 clusters
  Score: Raw -14545943.109725 + Penalty 5703.729753 = -14540239.379972
  nChanged 4826
		SP:Iteration 9Q (7471.880000 sec): 3 clusters
  Score: Raw -14548458.376088 + Penalty 5703.729753 = -14542754.646335
  nChanged 4983
		SP:Iteration 10F (7472.230000 sec): 3 clusters
  Score: Raw -14551168.851940 + Penalty 5703.729753 = -14545465.122187
  nChanged 4934
		SP:Iteration 11F (7472.570000 sec): 3 clusters
  Score: Raw -14553897.930299 + Penalty 5703.729753 = -14548194.200546
  nChanged 4830
		SP:Iteration 12Q (7472.910000 sec): 3 clusters
  Score: Raw -14556622.474908 + Penalty 5703.729753 = -14550918.745156
  nChanged 4753
		SP:Iteration 13Q (7473.260000 sec): 3 clusters
  Score: Raw -14559337.301875 + Penalty 5703.729753 = -14553633.572122
  nChanged 4692
		SP:Iteration 14Q (7473.590000 sec): 3 clusters
  Score: Raw -14562073.050869 + Penalty 5703.729753 = -14556369.321117
  nChanged 4637
		SP:Iteration 15Q (7473.920000 sec): 3 clusters
  Score: Raw -14564870.410193 + Penalty 5703.729753 = -14559166.680440
  nChanged 4269
		SP:Iteration 16Q (7474.240000 sec): 3 clusters
  Score: Raw -14567445.739690 + Penalty 5703.729753 = -14561742.009938
  nChanged 3681
		SP:Iteration 17Q (7474.550000 sec): 3 clusters
  Score: Raw -14569644.444080 + Penalty 5703.729753 = -14563940.714327
  nChanged 2942
		SP:Iteration 18Q (7474.850000 sec): 3 clusters
  Score: Raw -14571412.361520 + Penalty 5703.729753 = -14565708.631768
  nChanged 2222
		SP:Iteration 19Q (7475.130000 sec): 3 clusters
  Score: Raw -14572724.587020 + Penalty 5703.729753 = -14567020.857268
  nChanged 1552
		SP:Iteration 20F (7475.470000 sec): 3 clusters
  Score: Raw -14573601.373826 + Penalty 5703.729753 = -14567897.644073
  nChanged 1035
		SP:Iteration 21Q (7475.740000 sec): 3 clusters
  Score: Raw -14574151.636814 + Penalty 5703.729753 = -14568447.907061
  nChanged 673
		SP:Iteration 22Q (7476.010000 sec): 3 clusters
  Score: Raw -14574489.795831 + Penalty 5703.729753 = -14568786.066078
  nChanged 448
		SP:Iteration 23Q (7476.270000 sec): 3 clusters
  Score: Raw -14574700.835849 + Penalty 5703.729753 = -14568997.106097
  nChanged 322
		SP:Iteration 24Q (7476.520000 sec): 3 clusters
  Score: Raw -14574842.938638 + Penalty 5703.729753 = -14569139.208885
  nChanged 238
		SP:Iteration 25Q (7476.770000 sec): 3 clusters
  Score: Raw -14574942.652034 + Penalty 5703.729753 = -14569238.922282
  nChanged 166
		SP:Iteration 26Q (7477.020000 sec): 3 clusters
  Score: Raw -14575009.174932 + Penalty 5703.729753 = -14569305.445179
  nChanged 130
		SP:Iteration 27Q (7477.270000 sec): 3 clusters
  Score: Raw -14575065.322514 + Penalty 5703.729753 = -14569361.592761
  nChanged 107
		SP:Iteration 28Q (7477.520000 sec): 3 clusters
  Score: Raw -14575106.518683 + Penalty 5703.729753 = -14569402.788931
  nChanged 74
		SP:Iteration 29Q (7477.770000 sec): 3 clusters
  Score: Raw -14575131.492338 + Penalty 5703.729753 = -14569427.762586
  nChanged 52
		SP:Iteration 30Q (7478.010000 sec): 3 clusters
  Score: Raw -14575149.708173 + Penalty 5703.729753 = -14569445.978421
  nChanged 41
		SP:Iteration 31Q (7478.260000 sec): 3 clusters
  Score: Raw -14575163.236760 + Penalty 5703.729753 = -14569459.507007
  nChanged 32
		SP:Iteration 32Q (7478.510000 sec): 3 clusters
  Score: Raw -14575175.113292 + Penalty 5703.729753 = -14569471.383540
  nChanged 23
		SP:Iteration 33Q (7478.750000 sec): 3 clusters
  Score: Raw -14575181.910407 + Penalty 5703.729753 = -14569478.180654
  nChanged 22
		SP:Iteration 34Q (7479.000000 sec): 3 clusters
  Score: Raw -14575189.121219 + Penalty 5703.729753 = -14569485.391466
  nChanged 21
		SP:Iteration 35Q (7479.250000 sec): 3 clusters
  Score: Raw -14575196.013172 + Penalty 5703.729753 = -14569492.283419
  nChanged 24
		SP:Iteration 36Q (7479.490000 sec): 3 clusters
  Score: Raw -14575203.770989 + Penalty 5703.729753 = -14569500.041237
  nChanged 25
		SP:Iteration 37Q (7479.740000 sec): 3 clusters
  Score: Raw -14575213.393415 + Penalty 5703.729753 = -14569509.663662
  nChanged 21
		SP:Iteration 38Q (7479.980000 sec): 3 clusters
  Score: Raw -14575221.899250 + Penalty 5703.729753 = -14569518.169498
  nChanged 13
		SP:Iteration 39Q (7480.230000 sec): 3 clusters
  Score: Raw -14575226.540864 + Penalty 5703.729753 = -14569522.811111
  nChanged 14
		SP:Iteration 40F (7480.570000 sec): 3 clusters
  Score: Raw -14575230.680927 + Penalty 5703.729753 = -14569526.951174
  nChanged 5
		SP:Iteration 41Q (7480.820000 sec): 3 clusters
  Score: Raw -14575232.861617 + Penalty 5703.729753 = -14569529.131865
  nChanged 10
		SP:Iteration 42Q (7481.070000 sec): 3 clusters
  Score: Raw -14575236.304059 + Penalty 5703.729753 = -14569532.574306
  nChanged 12
		SP:Iteration 43Q (7481.310000 sec): 3 clusters
  Score: Raw -14575239.969292 + Penalty 5703.729753 = -14569536.239540
  nChanged 11
		SP:Iteration 44Q (7481.560000 sec): 3 clusters
  Score: Raw -14575245.301971 + Penalty 5703.729753 = -14569541.572219
  nChanged 12
		SP:Iteration 45Q (7481.800000 sec): 3 clusters
  Score: Raw -14575249.694869 + Penalty 5703.729753 = -14569545.965117
  nChanged 12
		SP:Iteration 46Q (7482.050000 sec): 3 clusters
  Score: Raw -14575253.595583 + Penalty 5703.729753 = -14569549.865830
  nChanged 9
		SP:Iteration 47Q (7482.290000 sec): 3 clusters
  Score: Raw -14575256.931822 + Penalty 5703.729753 = -14569553.202069
  nChanged 10
		SP:Iteration 48Q (7482.530000 sec): 3 clusters
  Score: Raw -14575261.230814 + Penalty 5703.729753 = -14569557.501062
  nChanged 13
		SP:Iteration 49Q (7482.780000 sec): 3 clusters
  Score: Raw -14575266.418633 + Penalty 5703.729753 = -14569562.688881
  nChanged 12
		SP:Iteration 50Q (7483.020000 sec): 3 clusters
  Score: Raw -14575270.230663 + Penalty 5703.729753 = -14569566.500910
  nChanged 10
		SP:Iteration 51Q (7483.270000 sec): 3 clusters
  Score: Raw -14575273.511038 + Penalty 5703.729753 = -14569569.781286
  nChanged 6
		SP:Iteration 52Q (7483.510000 sec): 3 clusters
  Score: Raw -14575275.353594 + Penalty 5703.729753 = -14569571.623842
  nChanged 7
		SP:Iteration 53Q (7483.750000 sec): 3 clusters
  Score: Raw -14575277.034151 + Penalty 5703.729753 = -14569573.304399
  nChanged 3
		SP:Iteration 54Q (7483.990000 sec): 3 clusters
  Score: Raw -14575277.496518 + Penalty 5703.729753 = -14569573.766766
  nChanged 1
		SP:Iteration 55Q (7484.230000 sec): 3 clusters
  Score: Raw -14575277.689605 + Penalty 5703.729753 = -14569573.959853
  nChanged 2
		SP:Iteration 56Q (7484.480000 sec): 3 clusters
  Score: Raw -14575278.142754 + Penalty 5703.729753 = -14569574.413001
  nChanged 0
		SP:Iteration 57F (7484.820000 sec): 3 clusters
  Score: Raw -14575278.142754 + Penalty 5703.729753 = -14569574.413001
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7484.850000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7484.850000 sec): 3 clusters
  Score: Raw -22183.135075 + Penalty 2547.356025 = -19635.779050
  nChanged 4
		SP:Iteration 1Q (7484.860000 sec): 3 clusters
  Score: Raw -22197.507487 + Penalty 2547.356025 = -19650.151462
  nChanged 1
		SP:Iteration 2Q (7484.860000 sec): 3 clusters
  Score: Raw -22200.672045 + Penalty 2547.356025 = -19653.316020
  nChanged 0
		SP:Iteration 3F (7484.860000 sec): 3 clusters
  Score: Raw -22200.672045 + Penalty 2547.356025 = -19653.316020
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51080 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7485.020000 sec): 2 clusters
  Score: Raw -7501320.762395 + Penalty 2688.604781 = -7498632.157614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7485.200000 sec): 3 clusters
  Score: Raw -7469640.610523 + Penalty 5377.209562 = -7464263.400962
  nChanged 23522
		SP:Iteration 1F (7485.370000 sec): 3 clusters
  Score: Raw -7482522.998371 + Penalty 5377.209562 = -7477145.788810
  nChanged 2081
		SP:Iteration 2Q (7485.560000 sec): 3 clusters
  Score: Raw -7483102.366350 + Penalty 5377.209562 = -7477725.156788
  nChanged 2002
		SP:Iteration 3Q (7485.740000 sec): 3 clusters
  Score: Raw -7483692.685192 + Penalty 5377.209562 = -7478315.475630
  nChanged 1961
		SP:Iteration 4Q (7485.920000 sec): 3 clusters
  Score: Raw -7484385.727646 + Penalty 5377.209562 = -7479008.518084
  nChanged 2247
		SP:Iteration 5Q (7486.110000 sec): 3 clusters
  Score: Raw -7485329.483265 + Penalty 5377.209562 = -7479952.273703
  nChanged 2508
		SP:Iteration 6Q (7486.290000 sec): 3 clusters
  Score: Raw -7486585.035219 + Penalty 5377.209562 = -7481207.825657
  nChanged 3060
		SP:Iteration 7F (7486.470000 sec): 3 clusters
  Score: Raw -7488518.744089 + Penalty 5377.209562 = -7483141.534527
  nChanged 3553
		SP:Iteration 8F (7486.640000 sec): 3 clusters
  Score: Raw -7491190.281332 + Penalty 5377.209562 = -7485813.071770
  nChanged 3685
		SP:Iteration 9F (7486.820000 sec): 3 clusters
  Score: Raw -7494320.925799 + Penalty 5377.209562 = -7488943.716237
  nChanged 3203
		SP:Iteration 10F (7487.000000 sec): 3 clusters
  Score: Raw -7497266.511773 + Penalty 5377.209562 = -7491889.302212
  nChanged 2245
		SP:Iteration 11Q (7487.170000 sec): 3 clusters
  Score: Raw -7499378.530095 + Penalty 5377.209562 = -7494001.320533
  nChanged 1224
		SP:Iteration 12Q (7487.320000 sec): 3 clusters
  Score: Raw -7500553.336972 + Penalty 5377.209562 = -7495176.127410
  nChanged 568
		SP:Iteration 13Q (7487.460000 sec): 3 clusters
  Score: Raw -7501111.386800 + Penalty 5377.209562 = -7495734.177238
  nChanged 294
		SP:Iteration 14Q (7487.590000 sec): 3 clusters
  Score: Raw -7501388.557118 + Penalty 5377.209562 = -7496011.347556
  nChanged 168
		SP:Iteration 15Q (7487.730000 sec): 3 clusters
  Score: Raw -7501531.963866 + Penalty 5377.209562 = -7496154.754305
  nChanged 106
		SP:Iteration 16Q (7487.860000 sec): 3 clusters
  Score: Raw -7501607.866346 + Penalty 5377.209562 = -7496230.656784
  nChanged 59
		SP:Iteration 17Q (7487.980000 sec): 3 clusters
  Score: Raw -7501653.273768 + Penalty 5377.209562 = -7496276.064206
  nChanged 38
		SP:Iteration 18Q (7488.110000 sec): 3 clusters
  Score: Raw -7501674.518375 + Penalty 5377.209562 = -7496297.308813
  nChanged 25
		SP:Iteration 19Q (7488.230000 sec): 3 clusters
  Score: Raw -7501687.356088 + Penalty 5377.209562 = -7496310.146526
  nChanged 14
		SP:Iteration 20F (7488.410000 sec): 3 clusters
  Score: Raw -7501694.072371 + Penalty 5377.209562 = -7496316.862809
  nChanged 11
		SP:Iteration 21Q (7488.530000 sec): 3 clusters
  Score: Raw -7501699.433356 + Penalty 5377.209562 = -7496322.223794
  nChanged 10
		SP:Iteration 22Q (7488.650000 sec): 3 clusters
  Score: Raw -7501702.941952 + Penalty 5377.209562 = -7496325.732390
  nChanged 9
		SP:Iteration 23Q (7488.780000 sec): 3 clusters
  Score: Raw -7501707.689572 + Penalty 5377.209562 = -7496330.480010
  nChanged 7
		SP:Iteration 24Q (7488.900000 sec): 3 clusters
  Score: Raw -7501711.746261 + Penalty 5377.209562 = -7496334.536699
  nChanged 7
		SP:Iteration 25Q (7489.030000 sec): 3 clusters
  Score: Raw -7501715.516484 + Penalty 5377.209562 = -7496338.306922
  nChanged 7
		SP:Iteration 26Q (7489.150000 sec): 3 clusters
  Score: Raw -7501719.537173 + Penalty 5377.209562 = -7496342.327612
  nChanged 7
		SP:Iteration 27Q (7489.270000 sec): 3 clusters
  Score: Raw -7501723.513608 + Penalty 5377.209562 = -7496346.304046
  nChanged 8
		SP:Iteration 28Q (7489.400000 sec): 3 clusters
  Score: Raw -7501728.359850 + Penalty 5377.209562 = -7496351.150288
  nChanged 6
		SP:Iteration 29Q (7489.520000 sec): 3 clusters
  Score: Raw -7501732.462690 + Penalty 5377.209562 = -7496355.253128
  nChanged 5
		SP:Iteration 30Q (7489.640000 sec): 3 clusters
  Score: Raw -7501735.625367 + Penalty 5377.209562 = -7496358.415805
  nChanged 5
		SP:Iteration 31Q (7489.770000 sec): 3 clusters
  Score: Raw -7501738.205177 + Penalty 5377.209562 = -7496360.995615
  nChanged 4
		SP:Iteration 32Q (7489.890000 sec): 3 clusters
  Score: Raw -7501739.675480 + Penalty 5377.209562 = -7496362.465918
  nChanged 3
		SP:Iteration 33Q (7490.010000 sec): 3 clusters
  Score: Raw -7501741.773571 + Penalty 5377.209562 = -7496364.564009
  nChanged 3
		SP:Iteration 34Q (7490.140000 sec): 3 clusters
  Score: Raw -7501743.471396 + Penalty 5377.209562 = -7496366.261834
  nChanged 0
		SP:Iteration 35F (7490.310000 sec): 3 clusters
  Score: Raw -7501743.471396 + Penalty 5377.209562 = -7496366.261834
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7490.340000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7490.340000 sec): 3 clusters
  Score: Raw -76027.144068 + Penalty 3043.240186 = -72983.903882
  nChanged 106
		SP:Iteration 1F (7490.340000 sec): 3 clusters
  Score: Raw -76285.306979 + Penalty 3043.240186 = -73242.066793
  nChanged 41
		SP:Iteration 2F (7490.340000 sec): 3 clusters
  Score: Raw -76411.303630 + Penalty 3043.240186 = -73368.063444
  nChanged 32
		SP:Iteration 3F (7490.340000 sec): 3 clusters
  Score: Raw -76523.138475 + Penalty 3043.240186 = -73479.898289
  nChanged 22
		SP:Iteration 4Q (7490.350000 sec): 3 clusters
  Score: Raw -76609.671224 + Penalty 3043.240186 = -73566.431038
  nChanged 16
		SP:Iteration 5Q (7490.350000 sec): 3 clusters
  Score: Raw -76714.644423 + Penalty 3043.240186 = -73671.404237
  nChanged 21
		SP:Iteration 6Q (7490.350000 sec): 3 clusters
  Score: Raw -76784.828829 + Penalty 3043.240186 = -73741.588643
  nChanged 11
		SP:Iteration 7Q (7490.350000 sec): 3 clusters
  Score: Raw -76837.001502 + Penalty 3043.240186 = -73793.761316
  nChanged 8
		SP:Iteration 8Q (7490.350000 sec): 3 clusters
  Score: Raw -76885.279079 + Penalty 3043.240186 = -73842.038893
  nChanged 4
		SP:Iteration 9Q (7490.350000 sec): 3 clusters
  Score: Raw -76901.149602 + Penalty 3043.240186 = -73857.909416
  nChanged 1
		SP:Iteration 10Q (7490.350000 sec): 3 clusters
  Score: Raw -76913.076011 + Penalty 3043.240186 = -73869.835825
  nChanged 1
		SP:Iteration 11Q (7490.350000 sec): 3 clusters
  Score: Raw -76926.115734 + Penalty 3043.240186 = -73882.875548
  nChanged 1
		SP:Iteration 12Q (7490.350000 sec): 3 clusters
  Score: Raw -76934.056745 + Penalty 3043.240186 = -73890.816559
  nChanged 0
		SP:Iteration 13F (7490.360000 sec): 3 clusters
  Score: Raw -76934.056745 + Penalty 3043.240186 = -73890.816559
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7490.360000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7490.360000 sec): 3 clusters
  Score: Raw -68278.900586 + Penalty 3055.958832 = -65222.941754
  nChanged 76
		SP:Iteration 1F (7490.370000 sec): 3 clusters
  Score: Raw -68429.083357 + Penalty 3055.958832 = -65373.124526
  nChanged 18
		SP:Iteration 2Q (7490.370000 sec): 3 clusters
  Score: Raw -68478.231981 + Penalty 3055.958832 = -65422.273149
  nChanged 10
		SP:Iteration 3Q (7490.370000 sec): 3 clusters
  Score: Raw -68498.914966 + Penalty 3055.958832 = -65442.956135
  nChanged 12
		SP:Iteration 4Q (7490.370000 sec): 3 clusters
  Score: Raw -68533.959799 + Penalty 3055.958832 = -65478.000967
  nChanged 11
		SP:Iteration 5Q (7490.370000 sec): 3 clusters
  Score: Raw -68559.433195 + Penalty 3055.958832 = -65503.474364
  nChanged 5
		SP:Iteration 6Q (7490.370000 sec): 3 clusters
  Score: Raw -68567.994017 + Penalty 3055.958832 = -65512.035185
  nChanged 4
		SP:Iteration 7Q (7490.370000 sec): 3 clusters
  Score: Raw -68574.535361 + Penalty 3055.958832 = -65518.576530
  nChanged 2
		SP:Iteration 8Q (7490.370000 sec): 3 clusters
  Score: Raw -68580.367646 + Penalty 3055.958832 = -65524.408814
  nChanged 3
		SP:Iteration 9Q (7490.380000 sec): 3 clusters
  Score: Raw -68586.462242 + Penalty 3055.958832 = -65530.503410
  nChanged 3
		SP:Iteration 10Q (7490.380000 sec): 3 clusters
  Score: Raw -68599.069182 + Penalty 3055.958832 = -65543.110351
  nChanged 5
		SP:Iteration 11Q (7490.380000 sec): 3 clusters
  Score: Raw -68612.789098 + Penalty 3055.958832 = -65556.830266
  nChanged 4
		SP:Iteration 12Q (7490.380000 sec): 3 clusters
  Score: Raw -68620.608761 + Penalty 3055.958832 = -65564.649930
  nChanged 1
		SP:Iteration 13Q (7490.380000 sec): 3 clusters
  Score: Raw -68621.942033 + Penalty 3055.958832 = -65565.983201
  nChanged 0
		SP:Iteration 14F (7490.390000 sec): 3 clusters
  Score: Raw -68621.942033 + Penalty 3055.958832 = -65565.983201
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (268325 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7491.220000 sec): 2 clusters
  Score: Raw -39706691.156725 + Penalty 3099.988644 = -39703591.168080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7492.160000 sec): 3 clusters
  Score: Raw -39529815.965747 + Penalty 6199.977289 = -39523615.988458
  nChanged 129475
		SP:Iteration 1F (7493.100000 sec): 3 clusters
  Score: Raw -39606006.894881 + Penalty 6199.977289 = -39599806.917592
  nChanged 6765
		SP:Iteration 2Q (7494.050000 sec): 3 clusters
  Score: Raw -39607424.505726 + Penalty 6199.977289 = -39601224.528437
  nChanged 7979
		SP:Iteration 3Q (7495.020000 sec): 3 clusters
  Score: Raw -39609605.113202 + Penalty 6199.977289 = -39603405.135913
  nChanged 10298
		SP:Iteration 4Q (7495.980000 sec): 3 clusters
  Score: Raw -39613515.507974 + Penalty 6199.977289 = -39607315.530685
  nChanged 14451
		SP:Iteration 5F (7496.920000 sec): 3 clusters
  Score: Raw -39621059.839661 + Penalty 6199.977289 = -39614859.862372
  nChanged 19971
		SP:Iteration 6F (7497.860000 sec): 3 clusters
  Score: Raw -39634906.238073 + Penalty 6199.977289 = -39628706.260784
  nChanged 24511
		SP:Iteration 7F (7498.790000 sec): 3 clusters
  Score: Raw -39656294.233477 + Penalty 6199.977289 = -39650094.256188
  nChanged 24366
		SP:Iteration 8F (7499.720000 sec): 3 clusters
  Score: Raw -39680524.362777 + Penalty 6199.977289 = -39674324.385489
  nChanged 16671
		SP:Iteration 9F (7500.660000 sec): 3 clusters
  Score: Raw -39697462.250589 + Penalty 6199.977289 = -39691262.273301
  nChanged 7156
		SP:Iteration 10Q (7501.480000 sec): 3 clusters
  Score: Raw -39704442.731286 + Penalty 6199.977289 = -39698242.753997
  nChanged 1986
		SP:Iteration 11Q (7502.220000 sec): 3 clusters
  Score: Raw -39706307.893319 + Penalty 6199.977289 = -39700107.916030
  nChanged 391
		SP:Iteration 12Q (7502.890000 sec): 3 clusters
  Score: Raw -39706731.627242 + Penalty 6199.977289 = -39700531.649953
  nChanged 98
		SP:Iteration 13Q (7503.540000 sec): 3 clusters
  Score: Raw -39706881.984049 + Penalty 6199.977289 = -39700682.006761
  nChanged 37
		SP:Iteration 14Q (7504.180000 sec): 3 clusters
  Score: Raw -39706958.578205 + Penalty 6199.977289 = -39700758.600916
  nChanged 20
		SP:Iteration 15Q (7504.820000 sec): 3 clusters
  Score: Raw -39706999.063640 + Penalty 6199.977289 = -39700799.086351
  nChanged 12
		SP:Iteration 16Q (7505.460000 sec): 3 clusters
  Score: Raw -39707021.775609 + Penalty 6199.977289 = -39700821.798320
  nChanged 5
		SP:Iteration 17Q (7506.100000 sec): 3 clusters
  Score: Raw -39707029.747116 + Penalty 6199.977289 = -39700829.769828
  nChanged 3
		SP:Iteration 18Q (7506.740000 sec): 3 clusters
  Score: Raw -39707037.299693 + Penalty 6199.977289 = -39700837.322404
  nChanged 1
		SP:Iteration 19Q (7507.380000 sec): 3 clusters
  Score: Raw -39707039.030435 + Penalty 6199.977289 = -39700839.053146
  nChanged 0
		SP:Iteration 20F (7508.300000 sec): 3 clusters
  Score: Raw -39707039.030435 + Penalty 6199.977289 = -39700839.053146
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33593 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7508.480000 sec): 2 clusters
  Score: Raw -5134675.926099 + Penalty 2584.674102 = -5132091.251997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7508.600000 sec): 3 clusters
  Score: Raw -5114322.296626 + Penalty 5169.348203 = -5109152.948422
  nChanged 15135
		SP:Iteration 1F (7508.720000 sec): 3 clusters
  Score: Raw -5122651.679313 + Penalty 5169.348203 = -5117482.331110
  nChanged 1414
		SP:Iteration 2Q (7508.840000 sec): 3 clusters
  Score: Raw -5123039.443782 + Penalty 5169.348203 = -5117870.095578
  nChanged 1175
		SP:Iteration 3Q (7508.960000 sec): 3 clusters
  Score: Raw -5123332.876917 + Penalty 5169.348203 = -5118163.528714
  nChanged 1067
		SP:Iteration 4Q (7509.080000 sec): 3 clusters
  Score: Raw -5123593.055838 + Penalty 5169.348203 = -5118423.707635
  nChanged 971
		SP:Iteration 5Q (7509.200000 sec): 3 clusters
  Score: Raw -5123826.886791 + Penalty 5169.348203 = -5118657.538587
  nChanged 918
		SP:Iteration 6Q (7509.320000 sec): 3 clusters
  Score: Raw -5124071.196716 + Penalty 5169.348203 = -5118901.848513
  nChanged 946
		SP:Iteration 7Q (7509.440000 sec): 3 clusters
  Score: Raw -5124361.270231 + Penalty 5169.348203 = -5119191.922028
  nChanged 1072
		SP:Iteration 8Q (7509.560000 sec): 3 clusters
  Score: Raw -5124747.355104 + Penalty 5169.348203 = -5119578.006900
  nChanged 1290
		SP:Iteration 9Q (7509.680000 sec): 3 clusters
  Score: Raw -5125304.452808 + Penalty 5169.348203 = -5120135.104605
  nChanged 1567
		SP:Iteration 10Q (7509.800000 sec): 3 clusters
  Score: Raw -5126140.245510 + Penalty 5169.348203 = -5120970.897306
  nChanged 1959
		SP:Iteration 11F (7509.920000 sec): 3 clusters
  Score: Raw -5127419.830949 + Penalty 5169.348203 = -5122250.482745
  nChanged 2231
		SP:Iteration 12F (7510.030000 sec): 3 clusters
  Score: Raw -5129175.225434 + Penalty 5169.348203 = -5124005.877230
  nChanged 2229
		SP:Iteration 13F (7510.150000 sec): 3 clusters
  Score: Raw -5131146.983473 + Penalty 5169.348203 = -5125977.635270
  nChanged 1804
		SP:Iteration 14F (7510.260000 sec): 3 clusters
  Score: Raw -5132834.594154 + Penalty 5169.348203 = -5127665.245950
  nChanged 1173
		SP:Iteration 15Q (7510.370000 sec): 3 clusters
  Score: Raw -5133956.887753 + Penalty 5169.348203 = -5128787.539549
  nChanged 543
		SP:Iteration 16Q (7510.460000 sec): 3 clusters
  Score: Raw -5134481.850442 + Penalty 5169.348203 = -5129312.502239
  nChanged 232
		SP:Iteration 17Q (7510.560000 sec): 3 clusters
  Score: Raw -5134717.511055 + Penalty 5169.348203 = -5129548.162852
  nChanged 92
		SP:Iteration 18Q (7510.640000 sec): 3 clusters
  Score: Raw -5134826.817195 + Penalty 5169.348203 = -5129657.468991
  nChanged 49
		SP:Iteration 19Q (7510.720000 sec): 3 clusters
  Score: Raw -5134895.236932 + Penalty 5169.348203 = -5129725.888728
  nChanged 27
		SP:Iteration 20F (7510.840000 sec): 3 clusters
  Score: Raw -5134935.183085 + Penalty 5169.348203 = -5129765.834881
  nChanged 17
		SP:Iteration 21Q (7510.920000 sec): 3 clusters
  Score: Raw -5134961.010974 + Penalty 5169.348203 = -5129791.662771
  nChanged 10
		SP:Iteration 22Q (7511.010000 sec): 3 clusters
  Score: Raw -5134981.878092 + Penalty 5169.348203 = -5129812.529889
  nChanged 9
		SP:Iteration 23Q (7511.090000 sec): 3 clusters
  Score: Raw -5134995.389713 + Penalty 5169.348203 = -5129826.041509
  nChanged 4
		SP:Iteration 24Q (7511.170000 sec): 3 clusters
  Score: Raw -5135000.415091 + Penalty 5169.348203 = -5129831.066887
  nChanged 1
		SP:Iteration 25Q (7511.250000 sec): 3 clusters
  Score: Raw -5135001.222325 + Penalty 5169.348203 = -5129831.874121
  nChanged 2
		SP:Iteration 26Q (7511.330000 sec): 3 clusters
  Score: Raw -5135003.334476 + Penalty 5169.348203 = -5129833.986272
  nChanged 1
		SP:Iteration 27Q (7511.410000 sec): 3 clusters
  Score: Raw -5135003.943699 + Penalty 5169.348203 = -5129834.595495
  nChanged 1
		SP:Iteration 28Q (7511.500000 sec): 3 clusters
  Score: Raw -5135005.041789 + Penalty 5169.348203 = -5129835.693586
  nChanged 0
		SP:Iteration 29F (7511.610000 sec): 3 clusters
  Score: Raw -5135005.041789 + Penalty 5169.348203 = -5129835.693586
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.630000 sec): 2 clusters
  Score: Raw -140430.621500 + Penalty 1730.597008 = -138700.024491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.630000 sec): 3 clusters
  Score: Raw -140184.938766 + Penalty 3461.194016 = -136723.744750
  nChanged 272
		SP:Iteration 1F (7511.640000 sec): 3 clusters
  Score: Raw -140498.111655 + Penalty 3461.194016 = -137036.917638
  nChanged 75
		SP:Iteration 2F (7511.640000 sec): 3 clusters
  Score: Raw -140625.367243 + Penalty 3461.194016 = -137164.173227
  nChanged 53
		SP:Iteration 3Q (7511.640000 sec): 3 clusters
  Score: Raw -140713.284176 + Penalty 3461.194016 = -137252.090160
  nChanged 45
		SP:Iteration 4Q (7511.640000 sec): 3 clusters
  Score: Raw -140793.379188 + Penalty 3461.194016 = -137332.185172
  nChanged 37
		SP:Iteration 5Q (7511.650000 sec): 3 clusters
  Score: Raw -140844.855867 + Penalty 3461.194016 = -137383.661851
  nChanged 26
		SP:Iteration 6Q (7511.650000 sec): 3 clusters
  Score: Raw -140884.742459 + Penalty 3461.194016 = -137423.548443
  nChanged 26
		SP:Iteration 7Q (7511.660000 sec): 3 clusters
  Score: Raw -140924.457590 + Penalty 3461.194016 = -137463.263573
  nChanged 15
		SP:Iteration 8Q (7511.660000 sec): 3 clusters
  Score: Raw -140949.474504 + Penalty 3461.194016 = -137488.280488
  nChanged 11
		SP:Iteration 9Q (7511.660000 sec): 3 clusters
  Score: Raw -140966.027550 + Penalty 3461.194016 = -137504.833534
  nChanged 5
		SP:Iteration 10Q (7511.670000 sec): 3 clusters
  Score: Raw -140978.313763 + Penalty 3461.194016 = -137517.119747
  nChanged 11
		SP:Iteration 11Q (7511.670000 sec): 3 clusters
  Score: Raw -140996.127492 + Penalty 3461.194016 = -137534.933475
  nChanged 7
		SP:Iteration 12Q (7511.670000 sec): 3 clusters
  Score: Raw -141006.350854 + Penalty 3461.194016 = -137545.156837
  nChanged 6
		SP:Iteration 13Q (7511.680000 sec): 3 clusters
  Score: Raw -141012.721164 + Penalty 3461.194016 = -137551.527147
  nChanged 0
		SP:Iteration 14F (7511.680000 sec): 3 clusters
  Score: Raw -141012.721164 + Penalty 3461.194016 = -137551.527147
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.680000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.680000 sec): 3 clusters
  Score: Raw -31534.657676 + Penalty 2705.839273 = -28828.818403
  nChanged 24
		SP:Iteration 1F (7511.680000 sec): 3 clusters
  Score: Raw -31632.533304 + Penalty 2705.839273 = -28926.694031
  nChanged 5
		SP:Iteration 2Q (7511.690000 sec): 3 clusters
  Score: Raw -31654.471929 + Penalty 2705.839273 = -28948.632656
  nChanged 1
		SP:Iteration 3Q (7511.690000 sec): 3 clusters
  Score: Raw -31659.447716 + Penalty 2705.839273 = -28953.608443
  nChanged 1
		SP:Iteration 4Q (7511.690000 sec): 3 clusters
  Score: Raw -31662.708962 + Penalty 2705.839273 = -28956.869689
  nChanged 1
		SP:Iteration 5Q (7511.690000 sec): 3 clusters
  Score: Raw -31666.820891 + Penalty 2705.839273 = -28960.981618
  nChanged 0
		SP:Iteration 6F (7511.690000 sec): 3 clusters
  Score: Raw -31666.820891 + Penalty 2705.839273 = -28960.981618
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.690000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.700000 sec): 3 clusters
  Score: Raw -77754.207387 + Penalty 3172.049753 = -74582.157634
  nChanged 127
		SP:Iteration 1F (7511.700000 sec): 3 clusters
  Score: Raw -77996.156089 + Penalty 3172.049753 = -74824.106336
  nChanged 43
		SP:Iteration 2F (7511.700000 sec): 3 clusters
  Score: Raw -78106.479641 + Penalty 3172.049753 = -74934.429889
  nChanged 30
		SP:Iteration 3F (7511.700000 sec): 3 clusters
  Score: Raw -78178.417067 + Penalty 3172.049753 = -75006.367314
  nChanged 17
		SP:Iteration 4Q (7511.700000 sec): 3 clusters
  Score: Raw -78248.247997 + Penalty 3172.049753 = -75076.198244
  nChanged 19
		SP:Iteration 5Q (7511.700000 sec): 3 clusters
  Score: Raw -78321.221185 + Penalty 3172.049753 = -75149.171433
  nChanged 20
		SP:Iteration 6Q (7511.710000 sec): 3 clusters
  Score: Raw -78415.322776 + Penalty 3172.049753 = -75243.273023
  nChanged 21
		SP:Iteration 7Q (7511.710000 sec): 3 clusters
  Score: Raw -78467.060288 + Penalty 3172.049753 = -75295.010535
  nChanged 21
		SP:Iteration 8Q (7511.710000 sec): 3 clusters
  Score: Raw -78528.329524 + Penalty 3172.049753 = -75356.279771
  nChanged 18
		SP:Iteration 9Q (7511.710000 sec): 3 clusters
  Score: Raw -78598.759650 + Penalty 3172.049753 = -75426.709897
  nChanged 11
		SP:Iteration 10Q (7511.720000 sec): 3 clusters
  Score: Raw -78643.792494 + Penalty 3172.049753 = -75471.742742
  nChanged 11
		SP:Iteration 11Q (7511.720000 sec): 3 clusters
  Score: Raw -78692.679584 + Penalty 3172.049753 = -75520.629831
  nChanged 9
		SP:Iteration 12Q (7511.720000 sec): 3 clusters
  Score: Raw -78716.256371 + Penalty 3172.049753 = -75544.206619
  nChanged 6
		SP:Iteration 13Q (7511.720000 sec): 3 clusters
  Score: Raw -78740.876334 + Penalty 3172.049753 = -75568.826581
  nChanged 5
		SP:Iteration 14Q (7511.720000 sec): 3 clusters
  Score: Raw -78758.614704 + Penalty 3172.049753 = -75586.564951
  nChanged 7
		SP:Iteration 15Q (7511.720000 sec): 3 clusters
  Score: Raw -78775.502923 + Penalty 3172.049753 = -75603.453170
  nChanged 3
		SP:Iteration 16Q (7511.720000 sec): 3 clusters
  Score: Raw -78780.297890 + Penalty 3172.049753 = -75608.248138
  nChanged 0
		SP:Iteration 17F (7511.730000 sec): 3 clusters
  Score: Raw -78780.297890 + Penalty 3172.049753 = -75608.248138
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.730000 sec): 2 clusters
  Score: Raw -24891.149195 + Penalty 1367.330329 = -23523.818866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.730000 sec): 3 clusters
  Score: Raw -25372.593443 + Penalty 2734.660658 = -22637.932785
  nChanged 47
		SP:Iteration 1F (7511.730000 sec): 3 clusters
  Score: Raw -25855.372695 + Penalty 2734.660658 = -23120.712037
  nChanged 21
		SP:Iteration 2F (7511.730000 sec): 3 clusters
  Score: Raw -25979.825631 + Penalty 2734.660658 = -23245.164973
  nChanged 9
		SP:Iteration 3Q (7511.730000 sec): 3 clusters
  Score: Raw -26041.330609 + Penalty 2734.660658 = -23306.669951
  nChanged 3
		SP:Iteration 4Q (7511.740000 sec): 3 clusters
  Score: Raw -26080.695045 + Penalty 2734.660658 = -23346.034387
  nChanged 0
		SP:Iteration 5F (7511.740000 sec): 3 clusters
  Score: Raw -26080.695045 + Penalty 2734.660658 = -23346.034387
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.740000 sec): 2 clusters
  Score: Raw -33339.247056 + Penalty 1391.149005 = -31948.098051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.740000 sec): 3 clusters
  Score: Raw -33523.349021 + Penalty 2782.298010 = -30741.051011
  nChanged 34
		SP:Iteration 1F (7511.740000 sec): 3 clusters
  Score: Raw -33746.731507 + Penalty 2782.298010 = -30964.433496
  nChanged 19
		SP:Iteration 2F (7511.740000 sec): 3 clusters
  Score: Raw -33950.751198 + Penalty 2782.298010 = -31168.453188
  nChanged 17
		SP:Iteration 3F (7511.740000 sec): 3 clusters
  Score: Raw -34074.845432 + Penalty 2782.298010 = -31292.547421
  nChanged 11
		SP:Iteration 4Q (7511.740000 sec): 3 clusters
  Score: Raw -34139.543885 + Penalty 2782.298010 = -31357.245874
  nChanged 1
		SP:Iteration 5Q (7511.740000 sec): 3 clusters
  Score: Raw -34144.024419 + Penalty 2782.298010 = -31361.726408
  nChanged 0
		SP:Iteration 6F (7511.740000 sec): 3 clusters
  Score: Raw -34144.024419 + Penalty 2782.298010 = -31361.726408
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.750000 sec): 2 clusters
  Score: Raw -29517.385556 + Penalty 1335.354776 = -28182.030780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.750000 sec): 3 clusters
  Score: Raw -29701.001292 + Penalty 2670.709551 = -27030.291741
  nChanged 13
		SP:Iteration 1F (7511.750000 sec): 3 clusters
  Score: Raw -29744.347538 + Penalty 2670.709551 = -27073.637987
  nChanged 5
		SP:Iteration 2Q (7511.750000 sec): 3 clusters
  Score: Raw -29762.780693 + Penalty 2670.709551 = -27092.071142
  nChanged 1
		SP:Iteration 3Q (7511.750000 sec): 3 clusters
  Score: Raw -29767.724954 + Penalty 2670.709551 = -27097.015403
  nChanged 1
		SP:Iteration 4Q (7511.750000 sec): 3 clusters
  Score: Raw -29771.078360 + Penalty 2670.709551 = -27100.368809
  nChanged 1
		SP:Iteration 5Q (7511.750000 sec): 3 clusters
  Score: Raw -29773.700555 + Penalty 2670.709551 = -27102.991004
  nChanged 0
		SP:Iteration 6F (7511.760000 sec): 3 clusters
  Score: Raw -29773.700555 + Penalty 2670.709551 = -27102.991004
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.760000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.760000 sec): 3 clusters
  Score: Raw -55066.162076 + Penalty 2975.472535 = -52090.689541
  nChanged 60
		SP:Iteration 1F (7511.760000 sec): 3 clusters
  Score: Raw -55202.035112 + Penalty 2975.472535 = -52226.562577
  nChanged 18
		SP:Iteration 2Q (7511.760000 sec): 3 clusters
  Score: Raw -55261.042439 + Penalty 2975.472535 = -52285.569904
  nChanged 8
		SP:Iteration 3Q (7511.760000 sec): 3 clusters
  Score: Raw -55276.929113 + Penalty 2975.472535 = -52301.456578
  nChanged 5
		SP:Iteration 4Q (7511.760000 sec): 3 clusters
  Score: Raw -55290.647867 + Penalty 2975.472535 = -52315.175333
  nChanged 3
		SP:Iteration 5Q (7511.760000 sec): 3 clusters
  Score: Raw -55301.988567 + Penalty 2975.472535 = -52326.516032
  nChanged 1
		SP:Iteration 6Q (7511.770000 sec): 3 clusters
  Score: Raw -55303.137958 + Penalty 2975.472535 = -52327.665423
  nChanged 0
		SP:Iteration 7F (7511.770000 sec): 3 clusters
  Score: Raw -55303.137958 + Penalty 2975.472535 = -52327.665423
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.770000 sec): 2 clusters
  Score: Raw -17715.061371 + Penalty 1316.450389 = -16398.610982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.770000 sec): 3 clusters
  Score: Raw -18207.355556 + Penalty 2632.900778 = -15574.454778
  nChanged 45
		SP:Iteration 1F (7511.770000 sec): 3 clusters
  Score: Raw -18383.355175 + Penalty 2632.900778 = -15750.454397
  nChanged 18
		SP:Iteration 2F (7511.780000 sec): 3 clusters
  Score: Raw -18510.365944 + Penalty 2632.900778 = -15877.465166
  nChanged 11
		SP:Iteration 3F (7511.780000 sec): 3 clusters
  Score: Raw -18580.835896 + Penalty 2632.900778 = -15947.935118
  nChanged 8
		SP:Iteration 4Q (7511.780000 sec): 3 clusters
  Score: Raw -18630.298887 + Penalty 2632.900778 = -15997.398109
  nChanged 7
		SP:Iteration 5Q (7511.780000 sec): 3 clusters
  Score: Raw -18675.995321 + Penalty 2632.900778 = -16043.094543
  nChanged 5
		SP:Iteration 6Q (7511.780000 sec): 3 clusters
  Score: Raw -18697.913326 + Penalty 2632.900778 = -16065.012548
  nChanged 2
		SP:Iteration 7Q (7511.780000 sec): 3 clusters
  Score: Raw -18705.575937 + Penalty 2632.900778 = -16072.675159
  nChanged 1
		SP:Iteration 8Q (7511.780000 sec): 3 clusters
  Score: Raw -18708.468468 + Penalty 2632.900778 = -16075.567691
  nChanged 0
		SP:Iteration 9F (7511.780000 sec): 3 clusters
  Score: Raw -18708.668714 + Penalty 2632.900778 = -16075.767937
  nChanged 1
		SP:Iteration 10Q (7511.780000 sec): 3 clusters
  Score: Raw -18716.774394 + Penalty 2632.900778 = -16083.873616
  nChanged 1
		SP:Iteration 11Q (7511.780000 sec): 3 clusters
  Score: Raw -18732.830356 + Penalty 2632.900778 = -16099.929579
  nChanged 2
		SP:Iteration 12Q (7511.780000 sec): 3 clusters
  Score: Raw -18770.734313 + Penalty 2632.900778 = -16137.833535
  nChanged 0
		SP:Iteration 13F (7511.780000 sec): 3 clusters
  Score: Raw -18770.734313 + Penalty 2632.900778 = -16137.833535
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.780000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.780000 sec): 3 clusters
  Score: Raw -29527.828559 + Penalty 2686.385799 = -26841.442759
  nChanged 16
		SP:Iteration 1F (7511.790000 sec): 3 clusters
  Score: Raw -29587.115260 + Penalty 2686.385799 = -26900.729460
  nChanged 5
		SP:Iteration 2Q (7511.790000 sec): 3 clusters
  Score: Raw -29615.158933 + Penalty 2686.385799 = -26928.773134
  nChanged 1
		SP:Iteration 3Q (7511.790000 sec): 3 clusters
  Score: Raw -29628.346292 + Penalty 2686.385799 = -26941.960493
  nChanged 1
		SP:Iteration 4Q (7511.790000 sec): 3 clusters
  Score: Raw -29647.995901 + Penalty 2686.385799 = -26961.610101
  nChanged 0
		SP:Iteration 5F (7511.790000 sec): 3 clusters
  Score: Raw -29647.995901 + Penalty 2686.385799 = -26961.610101
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.790000 sec): 2 clusters
  Score: Raw -46074.767155 + Penalty 1447.033063 = -44627.734092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.790000 sec): 3 clusters
  Score: Raw -46287.387277 + Penalty 2894.066126 = -43393.321151
  nChanged 64
		SP:Iteration 1F (7511.790000 sec): 3 clusters
  Score: Raw -46487.009721 + Penalty 2894.066126 = -43592.943596
  nChanged 13
		SP:Iteration 2Q (7511.790000 sec): 3 clusters
  Score: Raw -46516.058587 + Penalty 2894.066126 = -43621.992461
  nChanged 4
		SP:Iteration 3Q (7511.800000 sec): 3 clusters
  Score: Raw -46525.474542 + Penalty 2894.066126 = -43631.408416
  nChanged 3
		SP:Iteration 4Q (7511.800000 sec): 3 clusters
  Score: Raw -46532.569606 + Penalty 2894.066126 = -43638.503481
  nChanged 2
		SP:Iteration 5Q (7511.800000 sec): 3 clusters
  Score: Raw -46538.282741 + Penalty 2894.066126 = -43644.216615
  nChanged 1
		SP:Iteration 6Q (7511.800000 sec): 3 clusters
  Score: Raw -46542.881494 + Penalty 2894.066126 = -43648.815368
  nChanged 3
		SP:Iteration 7Q (7511.800000 sec): 3 clusters
  Score: Raw -46549.105587 + Penalty 2894.066126 = -43655.039461
  nChanged 0
		SP:Iteration 8F (7511.800000 sec): 3 clusters
  Score: Raw -46549.105587 + Penalty 2894.066126 = -43655.039461
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.800000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.800000 sec): 3 clusters
  Score: Raw -55270.768102 + Penalty 3005.325105 = -52265.442997
  nChanged 75
		SP:Iteration 1F (7511.810000 sec): 3 clusters
  Score: Raw -55461.765782 + Penalty 3005.325105 = -52456.440677
  nChanged 17
		SP:Iteration 2Q (7511.810000 sec): 3 clusters
  Score: Raw -55534.017645 + Penalty 3005.325105 = -52528.692540
  nChanged 12
		SP:Iteration 3Q (7511.810000 sec): 3 clusters
  Score: Raw -55566.384170 + Penalty 3005.325105 = -52561.059065
  nChanged 10
		SP:Iteration 4Q (7511.810000 sec): 3 clusters
  Score: Raw -55592.331714 + Penalty 3005.325105 = -52587.006609
  nChanged 11
		SP:Iteration 5Q (7511.810000 sec): 3 clusters
  Score: Raw -55624.696163 + Penalty 3005.325105 = -52619.371058
  nChanged 5
		SP:Iteration 6Q (7511.810000 sec): 3 clusters
  Score: Raw -55637.714488 + Penalty 3005.325105 = -52632.389383
  nChanged 8
		SP:Iteration 7Q (7511.810000 sec): 3 clusters
  Score: Raw -55664.048681 + Penalty 3005.325105 = -52658.723576
  nChanged 3
		SP:Iteration 8Q (7511.810000 sec): 3 clusters
  Score: Raw -55670.322582 + Penalty 3005.325105 = -52664.997477
  nChanged 1
		SP:Iteration 9Q (7511.810000 sec): 3 clusters
  Score: Raw -55673.403278 + Penalty 3005.325105 = -52668.078173
  nChanged 1
		SP:Iteration 10Q (7511.820000 sec): 3 clusters
  Score: Raw -55679.275288 + Penalty 3005.325105 = -52673.950183
  nChanged 1
		SP:Iteration 11Q (7511.820000 sec): 3 clusters
  Score: Raw -55680.042553 + Penalty 3005.325105 = -52674.717448
  nChanged 0
		SP:Iteration 12F (7511.820000 sec): 3 clusters
  Score: Raw -55680.042553 + Penalty 3005.325105 = -52674.717448
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 39 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.820000 sec): 2 clusters
  Score: Raw -22896.629861 + Penalty 1287.853299 = -21608.776562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.820000 sec): 3 clusters
  Score: Raw -23226.824906 + Penalty 2575.706598 = -20651.118308
  nChanged 18
		SP:Iteration 1F (7511.820000 sec): 3 clusters
  Score: Raw -23310.342122 + Penalty 2575.706598 = -20734.635524
  nChanged 1
		SP:Iteration 2Q (7511.820000 sec): 3 clusters
  Score: Raw -23314.023961 + Penalty 2575.706598 = -20738.317363
  nChanged 0
		SP:Iteration 3F (7511.820000 sec): 3 clusters
  Score: Raw -23314.023961 + Penalty 2575.706598 = -20738.317363
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.830000 sec): 2 clusters
  Score: Raw -68690.960353 + Penalty 1547.104507 = -67143.855846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.830000 sec): 3 clusters
  Score: Raw -68765.686498 + Penalty 3094.209014 = -65671.477484
  nChanged 93
		SP:Iteration 1F (7511.830000 sec): 3 clusters
  Score: Raw -68931.878144 + Penalty 3094.209014 = -65837.669130
  nChanged 19
		SP:Iteration 2Q (7511.830000 sec): 3 clusters
  Score: Raw -68975.296178 + Penalty 3094.209014 = -65881.087164
  nChanged 6
		SP:Iteration 3Q (7511.840000 sec): 3 clusters
  Score: Raw -68987.010575 + Penalty 3094.209014 = -65892.801561
  nChanged 4
		SP:Iteration 4Q (7511.840000 sec): 3 clusters
  Score: Raw -68994.517449 + Penalty 3094.209014 = -65900.308435
  nChanged 4
		SP:Iteration 5Q (7511.840000 sec): 3 clusters
  Score: Raw -69001.950454 + Penalty 3094.209014 = -65907.741440
  nChanged 5
		SP:Iteration 6Q (7511.840000 sec): 3 clusters
  Score: Raw -69014.650759 + Penalty 3094.209014 = -65920.441745
  nChanged 4
		SP:Iteration 7Q (7511.840000 sec): 3 clusters
  Score: Raw -69025.058251 + Penalty 3094.209014 = -65930.849237
  nChanged 2
		SP:Iteration 8Q (7511.840000 sec): 3 clusters
  Score: Raw -69027.326085 + Penalty 3094.209014 = -65933.117071
  nChanged 0
		SP:Iteration 9F (7511.840000 sec): 3 clusters
  Score: Raw -69027.326085 + Penalty 3094.209014 = -65933.117071
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.850000 sec): 2 clusters
  Score: Raw -28608.723062 + Penalty 1441.162966 = -27167.560096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.850000 sec): 3 clusters
  Score: Raw -29157.744983 + Penalty 2882.325933 = -26275.419051
  nChanged 99
		SP:Iteration 1F (7511.850000 sec): 3 clusters
  Score: Raw -29748.971531 + Penalty 2882.325933 = -26866.645598
  nChanged 47
		SP:Iteration 2F (7511.850000 sec): 3 clusters
  Score: Raw -30489.926411 + Penalty 2882.325933 = -27607.600479
  nChanged 11
		SP:Iteration 3Q (7511.850000 sec): 3 clusters
  Score: Raw -30696.874972 + Penalty 2882.325933 = -27814.549040
  nChanged 5
		SP:Iteration 4Q (7511.860000 sec): 3 clusters
  Score: Raw -30792.592841 + Penalty 2882.325933 = -27910.266909
  nChanged 3
		SP:Iteration 5Q (7511.860000 sec): 3 clusters
  Score: Raw -30969.155534 + Penalty 2882.325933 = -28086.829602
  nChanged 7
		SP:Iteration 6Q (7511.860000 sec): 3 clusters
  Score: Raw -31131.597649 + Penalty 2882.325933 = -28249.271716
  nChanged 3
		SP:Iteration 7Q (7511.860000 sec): 3 clusters
  Score: Raw -31175.342561 + Penalty 2882.325933 = -28293.016628
  nChanged 3
		SP:Iteration 8Q (7511.860000 sec): 3 clusters
  Score: Raw -31207.543003 + Penalty 2882.325933 = -28325.217070
  nChanged 2
		SP:Iteration 9Q (7511.860000 sec): 3 clusters
  Score: Raw -31243.305578 + Penalty 2882.325933 = -28360.979646
  nChanged 3
		SP:Iteration 10Q (7511.860000 sec): 3 clusters
  Score: Raw -31324.259788 + Penalty 2882.325933 = -28441.933855
  nChanged 1
		SP:Iteration 11Q (7511.860000 sec): 3 clusters
  Score: Raw -31380.279170 + Penalty 2882.325933 = -28497.953237
  nChanged 4
		SP:Iteration 12Q (7511.860000 sec): 3 clusters
  Score: Raw -31550.541071 + Penalty 2882.325933 = -28668.215138
  nChanged 2
		SP:Iteration 13Q (7511.860000 sec): 3 clusters
  Score: Raw -31818.493011 + Penalty 2882.325933 = -28936.167078
  nChanged 0
		SP:Iteration 14F (7511.860000 sec): 3 clusters
  Score: Raw -31839.554734 + Penalty 2882.325933 = -28957.228801
  nChanged 1
		SP:Iteration 15Q (7511.860000 sec): 3 clusters
  Score: Raw -32068.194779 + Penalty 2882.325933 = -29185.868846
  nChanged 0
		SP:Iteration 16F (7511.860000 sec): 3 clusters
  Score: Raw -32068.194779 + Penalty 2882.325933 = -29185.868846
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 38.
Iteration 259Q (7522.550000 sec): 42 clusters
  Score: Raw -117667091.712797 + Penalty 138362.130809 = -117528729.581987
  nChanged 28
Iteration 260F (7564.880000 sec): 42 clusters
  Score: Raw -117668588.976669 + Penalty 138362.130809 = -117530226.845859
  nChanged 70
Iteration 261Q (7575.590000 sec): 42 clusters
  Score: Raw -117671400.772321 + Penalty 138362.130809 = -117533038.641512
  nChanged 30
Iteration 262Q (7586.280000 sec): 42 clusters
  Score: Raw -117671480.989010 + Penalty 138362.130809 = -117533118.858200
  nChanged 14
Iteration 263Q (7596.970000 sec): 42 clusters
  Score: Raw -117671556.032335 + Penalty 138362.130809 = -117533193.901525
  nChanged 16
Iteration 264Q (7607.670000 sec): 42 clusters
  Score: Raw -117671613.925892 + Penalty 138362.130809 = -117533251.795083
  nChanged 15
Iteration 265Q (7618.370000 sec): 42 clusters
  Score: Raw -117671677.182348 + Penalty 138362.130809 = -117533315.051539
  nChanged 17
Iteration 266Q (7629.070000 sec): 42 clusters
  Score: Raw -117671677.864963 + Penalty 138362.130809 = -117533315.734154
  nChanged 12
Iteration 267Q (7639.770000 sec): 42 clusters
  Score: Raw -117671678.154537 + Penalty 138362.130809 = -117533316.023727
  nChanged 15
Iteration 268Q (7650.490000 sec): 42 clusters
  Score: Raw -117671678.592360 + Penalty 138362.130809 = -117533316.461551
  nChanged 16
Iteration 269Q (7661.180000 sec): 42 clusters
  Score: Raw -117671679.332671 + Penalty 138362.130809 = -117533317.201862
  nChanged 28
Iteration 270Q (7671.870000 sec): 42 clusters
  Score: Raw -117671680.350651 + Penalty 138362.130809 = -117533318.219842
  nChanged 23
Iteration 271Q (7682.530000 sec): 42 clusters
  Score: Raw -117671681.016140 + Penalty 138362.130809 = -117533318.885330
  nChanged 25
Iteration 272Q (7693.230000 sec): 42 clusters
  Score: Raw -117671681.811877 + Penalty 138362.130809 = -117533319.681067
  nChanged 25
Iteration 273Q (7703.890000 sec): 42 clusters
  Score: Raw -117671682.947622 + Penalty 138362.130809 = -117533320.816813
  nChanged 27
Iteration 274Q (7714.550000 sec): 42 clusters
  Score: Raw -117671684.345218 + Penalty 138362.130809 = -117533322.214409
  nChanged 24
Iteration 275Q (7725.220000 sec): 42 clusters
  Score: Raw -117671685.375230 + Penalty 138362.130809 = -117533323.244421
  nChanged 36
Iteration 276Q (7735.890000 sec): 42 clusters
  Score: Raw -117671686.760076 + Penalty 138362.130809 = -117533324.629266
  nChanged 29
Iteration 277Q (7746.550000 sec): 42 clusters
  Score: Raw -117671687.478451 + Penalty 138362.130809 = -117533325.347641
  nChanged 32
Iteration 278Q (7757.220000 sec): 42 clusters
  Score: Raw -117671688.458532 + Penalty 138362.130809 = -117533326.327723
  nChanged 32
Iteration 279Q (7767.890000 sec): 42 clusters
  Score: Raw -117671689.452096 + Penalty 138362.130809 = -117533327.321287
  nChanged 22
Iteration 280F (7810.120000 sec): 42 clusters
  Score: Raw -117674086.929815 + Penalty 138362.130809 = -117535724.799005
  nChanged 74
Iteration 281Q (7818.960000 sec): 42 clusters
  Score: Raw -117675090.220235 + Penalty 138362.130809 = -117536728.089426
  nChanged 30
Iteration 282Q (7827.780000 sec): 42 clusters
  Score: Raw -117675124.375010 + Penalty 138362.130809 = -117536762.244201
  nChanged 31
Iteration 283Q (7836.530000 sec): 42 clusters
  Score: Raw -117675136.384956 + Penalty 138362.130809 = -117536774.254146
  nChanged 29
Iteration 284Q (7845.290000 sec): 42 clusters
  Score: Raw -117675140.615498 + Penalty 138362.130809 = -117536778.484689
  nChanged 20
Iteration 285Q (7854.050000 sec): 42 clusters
  Score: Raw -117675145.857962 + Penalty 138362.130809 = -117536783.727153
  nChanged 16
Iteration 286Q (7862.840000 sec): 42 clusters
  Score: Raw -117675150.549636 + Penalty 138362.130809 = -117536788.418826
  nChanged 20
Iteration 287Q (7871.610000 sec): 42 clusters
  Score: Raw -117675153.986828 + Penalty 138362.130809 = -117536791.856018
  nChanged 21
Iteration 288Q (7880.410000 sec): 42 clusters
  Score: Raw -117675154.379602 + Penalty 138362.130809 = -117536792.248793
  nChanged 11
Iteration 289Q (7889.190000 sec): 42 clusters
  Score: Raw -117675154.675608 + Penalty 138362.130809 = -117536792.544799
  nChanged 9
Iteration 290Q (7897.960000 sec): 42 clusters
  Score: Raw -117675154.979079 + Penalty 138362.130809 = -117536792.848269
  nChanged 12
Iteration 291Q (7906.730000 sec): 42 clusters
  Score: Raw -117675155.255227 + Penalty 138362.130809 = -117536793.124417
  nChanged 12
Iteration 292Q (7915.490000 sec): 42 clusters
  Score: Raw -117675155.387256 + Penalty 138362.130809 = -117536793.256446
  nChanged 9
Iteration 293Q (7924.240000 sec): 42 clusters
  Score: Raw -117675155.485389 + Penalty 138362.130809 = -117536793.354580
  nChanged 11
Iteration 294Q (7933.000000 sec): 42 clusters
  Score: Raw -117675155.677407 + Penalty 138362.130809 = -117536793.546597
  nChanged 21
Iteration 295Q (7941.760000 sec): 42 clusters
  Score: Raw -117675155.970493 + Penalty 138362.130809 = -117536793.839683
  nChanged 14
Iteration 296Q (7950.520000 sec): 42 clusters
  Score: Raw -117675156.209443 + Penalty 138362.130809 = -117536794.078634
  nChanged 19
Iteration 297Q (7959.270000 sec): 42 clusters
  Score: Raw -117675156.588499 + Penalty 138362.130809 = -117536794.457690
  nChanged 24
Iteration 298Q (7968.030000 sec): 42 clusters
  Score: Raw -117675156.985873 + Penalty 138362.130809 = -117536794.855064
  nChanged 18
Writing temp clu file 
Because OldScore, -117536794.457690, is greater than current (better) Score,-117536794.855064 
 Compute initial score before splitting:   Score: Raw -117675156.985873 + Penalty 138362.130809 = -117536794.855064
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7968.180000 sec): 2 clusters
  Score: Raw -1048183.648990 + Penalty 2200.863096 = -1045982.785895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7968.210000 sec): 3 clusters
  Score: Raw -1044512.237960 + Penalty 4401.726192 = -1040110.511768
  nChanged 2861
		SP:Iteration 1F (7968.240000 sec): 3 clusters
  Score: Raw -1046038.947748 + Penalty 4401.726192 = -1041637.221556
  nChanged 503
		SP:Iteration 2F (7968.260000 sec): 3 clusters
  Score: Raw -1046305.520656 + Penalty 4401.726192 = -1041903.794464
  nChanged 365
		SP:Iteration 3F (7968.280000 sec): 3 clusters
  Score: Raw -1046493.377930 + Penalty 4401.726192 = -1042091.651738
  nChanged 302
		SP:Iteration 4Q (7968.310000 sec): 3 clusters
  Score: Raw -1046639.059824 + Penalty 4401.726192 = -1042237.333632
  nChanged 248
		SP:Iteration 5Q (7968.330000 sec): 3 clusters
  Score: Raw -1046768.455694 + Penalty 4401.726192 = -1042366.729502
  nChanged 242
		SP:Iteration 6Q (7968.360000 sec): 3 clusters
  Score: Raw -1046882.974074 + Penalty 4401.726192 = -1042481.247883
  nChanged 218
		SP:Iteration 7Q (7968.380000 sec): 3 clusters
  Score: Raw -1046998.159067 + Penalty 4401.726192 = -1042596.432876
  nChanged 241
		SP:Iteration 8Q (7968.410000 sec): 3 clusters
  Score: Raw -1047126.638526 + Penalty 4401.726192 = -1042724.912334
  nChanged 235
		SP:Iteration 9Q (7968.430000 sec): 3 clusters
  Score: Raw -1047268.536740 + Penalty 4401.726192 = -1042866.810548
  nChanged 263
		SP:Iteration 10Q (7968.460000 sec): 3 clusters
  Score: Raw -1047422.415621 + Penalty 4401.726192 = -1043020.689429
  nChanged 215
		SP:Iteration 11Q (7968.480000 sec): 3 clusters
  Score: Raw -1047553.230260 + Penalty 4401.726192 = -1043151.504068
  nChanged 205
		SP:Iteration 12Q (7968.500000 sec): 3 clusters
  Score: Raw -1047684.469280 + Penalty 4401.726192 = -1043282.743089
  nChanged 204
		SP:Iteration 13Q (7968.530000 sec): 3 clusters
  Score: Raw -1047825.049007 + Penalty 4401.726192 = -1043423.322816
  nChanged 178
		SP:Iteration 14Q (7968.550000 sec): 3 clusters
  Score: Raw -1047948.121786 + Penalty 4401.726192 = -1043546.395595
  nChanged 135
		SP:Iteration 15Q (7968.570000 sec): 3 clusters
  Score: Raw -1048036.288031 + Penalty 4401.726192 = -1043634.561839
  nChanged 117
		SP:Iteration 16Q (7968.590000 sec): 3 clusters
  Score: Raw -1048129.939541 + Penalty 4401.726192 = -1043728.213349
  nChanged 95
		SP:Iteration 17Q (7968.620000 sec): 3 clusters
  Score: Raw -1048203.015388 + Penalty 4401.726192 = -1043801.289196
  nChanged 63
		SP:Iteration 18Q (7968.640000 sec): 3 clusters
  Score: Raw -1048253.773501 + Penalty 4401.726192 = -1043852.047310
  nChanged 56
		SP:Iteration 19Q (7968.660000 sec): 3 clusters
  Score: Raw -1048300.733671 + Penalty 4401.726192 = -1043899.007479
  nChanged 42
		SP:Iteration 20F (7968.680000 sec): 3 clusters
  Score: Raw -1048339.259086 + Penalty 4401.726192 = -1043937.532894
  nChanged 30
		SP:Iteration 21Q (7968.710000 sec): 3 clusters
  Score: Raw -1048361.035991 + Penalty 4401.726192 = -1043959.309799
  nChanged 11
		SP:Iteration 22Q (7968.730000 sec): 3 clusters
  Score: Raw -1048369.611654 + Penalty 4401.726192 = -1043967.885462
  nChanged 7
		SP:Iteration 23Q (7968.750000 sec): 3 clusters
  Score: Raw -1048375.379065 + Penalty 4401.726192 = -1043973.652873
  nChanged 10
		SP:Iteration 24Q (7968.770000 sec): 3 clusters
  Score: Raw -1048382.628042 + Penalty 4401.726192 = -1043980.901850
  nChanged 8
		SP:Iteration 25Q (7968.790000 sec): 3 clusters
  Score: Raw -1048386.921547 + Penalty 4401.726192 = -1043985.195355
  nChanged 6
		SP:Iteration 26Q (7968.810000 sec): 3 clusters
  Score: Raw -1048390.691209 + Penalty 4401.726192 = -1043988.965017
  nChanged 4
		SP:Iteration 27Q (7968.840000 sec): 3 clusters
  Score: Raw -1048393.296787 + Penalty 4401.726192 = -1043991.570595
  nChanged 2
		SP:Iteration 28Q (7968.860000 sec): 3 clusters
  Score: Raw -1048394.433518 + Penalty 4401.726192 = -1043992.707326
  nChanged 2
		SP:Iteration 29Q (7968.880000 sec): 3 clusters
  Score: Raw -1048395.991155 + Penalty 4401.726192 = -1043994.264963
  nChanged 1
		SP:Iteration 30Q (7968.900000 sec): 3 clusters
  Score: Raw -1048396.494878 + Penalty 4401.726192 = -1043994.768686
  nChanged 0
		SP:Iteration 31F (7968.920000 sec): 3 clusters
  Score: Raw -1048396.494878 + Penalty 4401.726192 = -1043994.768686
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7637 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7968.950000 sec): 2 clusters
  Score: Raw -1103545.830385 + Penalty 2217.308513 = -1101328.521872
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7968.970000 sec): 3 clusters
  Score: Raw -1099539.450587 + Penalty 4434.617027 = -1095104.833560
  nChanged 3069
		SP:Iteration 1F (7969.000000 sec): 3 clusters
  Score: Raw -1101229.212826 + Penalty 4434.617027 = -1096794.595799
  nChanged 555
		SP:Iteration 2F (7969.020000 sec): 3 clusters
  Score: Raw -1101524.819495 + Penalty 4434.617027 = -1097090.202468
  nChanged 435
		SP:Iteration 3F (7969.050000 sec): 3 clusters
  Score: Raw -1101736.245320 + Penalty 4434.617027 = -1097301.628294
  nChanged 332
		SP:Iteration 4Q (7969.080000 sec): 3 clusters
  Score: Raw -1101924.893279 + Penalty 4434.617027 = -1097490.276252
  nChanged 323
		SP:Iteration 5Q (7969.100000 sec): 3 clusters
  Score: Raw -1102111.269164 + Penalty 4434.617027 = -1097676.652137
  nChanged 289
		SP:Iteration 6Q (7969.130000 sec): 3 clusters
  Score: Raw -1102257.306847 + Penalty 4434.617027 = -1097822.689821
  nChanged 243
		SP:Iteration 7Q (7969.160000 sec): 3 clusters
  Score: Raw -1102374.927918 + Penalty 4434.617027 = -1097940.310891
  nChanged 229
		SP:Iteration 8Q (7969.180000 sec): 3 clusters
  Score: Raw -1102483.642684 + Penalty 4434.617027 = -1098049.025657
  nChanged 199
		SP:Iteration 9Q (7969.210000 sec): 3 clusters
  Score: Raw -1102586.706282 + Penalty 4434.617027 = -1098152.089255
  nChanged 227
		SP:Iteration 10Q (7969.240000 sec): 3 clusters
  Score: Raw -1102690.083466 + Penalty 4434.617027 = -1098255.466439
  nChanged 207
		SP:Iteration 11Q (7969.260000 sec): 3 clusters
  Score: Raw -1102783.991874 + Penalty 4434.617027 = -1098349.374847
  nChanged 174
		SP:Iteration 12Q (7969.290000 sec): 3 clusters
  Score: Raw -1102860.944965 + Penalty 4434.617027 = -1098426.327938
  nChanged 157
		SP:Iteration 13Q (7969.310000 sec): 3 clusters
  Score: Raw -1102927.805815 + Penalty 4434.617027 = -1098493.188788
  nChanged 127
		SP:Iteration 14Q (7969.340000 sec): 3 clusters
  Score: Raw -1102972.433342 + Penalty 4434.617027 = -1098537.816316
  nChanged 112
		SP:Iteration 15Q (7969.360000 sec): 3 clusters
  Score: Raw -1103017.411131 + Penalty 4434.617027 = -1098582.794105
  nChanged 108
		SP:Iteration 16Q (7969.390000 sec): 3 clusters
  Score: Raw -1103061.091130 + Penalty 4434.617027 = -1098626.474103
  nChanged 100
		SP:Iteration 17Q (7969.420000 sec): 3 clusters
  Score: Raw -1103097.637558 + Penalty 4434.617027 = -1098663.020531
  nChanged 103
		SP:Iteration 18Q (7969.440000 sec): 3 clusters
  Score: Raw -1103140.762376 + Penalty 4434.617027 = -1098706.145349
  nChanged 85
		SP:Iteration 19Q (7969.470000 sec): 3 clusters
  Score: Raw -1103174.786877 + Penalty 4434.617027 = -1098740.169850
  nChanged 98
		SP:Iteration 20F (7969.500000 sec): 3 clusters
  Score: Raw -1103214.202450 + Penalty 4434.617027 = -1098779.585423
  nChanged 106
		SP:Iteration 21Q (7969.520000 sec): 3 clusters
  Score: Raw -1103259.468708 + Penalty 4434.617027 = -1098824.851681
  nChanged 86
		SP:Iteration 22Q (7969.540000 sec): 3 clusters
  Score: Raw -1103294.851429 + Penalty 4434.617027 = -1098860.234402
  nChanged 89
		SP:Iteration 23Q (7969.570000 sec): 3 clusters
  Score: Raw -1103331.375092 + Penalty 4434.617027 = -1098896.758065
  nChanged 85
		SP:Iteration 24Q (7969.600000 sec): 3 clusters
  Score: Raw -1103366.500775 + Penalty 4434.617027 = -1098931.883748
  nChanged 81
		SP:Iteration 25Q (7969.620000 sec): 3 clusters
  Score: Raw -1103396.670695 + Penalty 4434.617027 = -1098962.053668
  nChanged 69
		SP:Iteration 26Q (7969.640000 sec): 3 clusters
  Score: Raw -1103420.046610 + Penalty 4434.617027 = -1098985.429583
  nChanged 61
		SP:Iteration 27Q (7969.670000 sec): 3 clusters
  Score: Raw -1103442.423353 + Penalty 4434.617027 = -1099007.806326
  nChanged 54
		SP:Iteration 28Q (7969.700000 sec): 3 clusters
  Score: Raw -1103460.036324 + Penalty 4434.617027 = -1099025.419297
  nChanged 42
		SP:Iteration 29Q (7969.720000 sec): 3 clusters
  Score: Raw -1103474.801634 + Penalty 4434.617027 = -1099040.184607
  nChanged 37
		SP:Iteration 30Q (7969.740000 sec): 3 clusters
  Score: Raw -1103486.171202 + Penalty 4434.617027 = -1099051.554175
  nChanged 28
		SP:Iteration 31Q (7969.770000 sec): 3 clusters
  Score: Raw -1103492.815810 + Penalty 4434.617027 = -1099058.198783
  nChanged 12
		SP:Iteration 32Q (7969.790000 sec): 3 clusters
  Score: Raw -1103495.559604 + Penalty 4434.617027 = -1099060.942577
  nChanged 9
		SP:Iteration 33Q (7969.820000 sec): 3 clusters
  Score: Raw -1103497.758296 + Penalty 4434.617027 = -1099063.141269
  nChanged 13
		SP:Iteration 34Q (7969.840000 sec): 3 clusters
  Score: Raw -1103501.135215 + Penalty 4434.617027 = -1099066.518188
  nChanged 12
		SP:Iteration 35Q (7969.870000 sec): 3 clusters
  Score: Raw -1103504.157030 + Penalty 4434.617027 = -1099069.540003
  nChanged 12
		SP:Iteration 36Q (7969.890000 sec): 3 clusters
  Score: Raw -1103507.462469 + Penalty 4434.617027 = -1099072.845442
  nChanged 12
		SP:Iteration 37Q (7969.920000 sec): 3 clusters
  Score: Raw -1103511.022460 + Penalty 4434.617027 = -1099076.405433
  nChanged 14
		SP:Iteration 38Q (7969.940000 sec): 3 clusters
  Score: Raw -1103514.929103 + Penalty 4434.617027 = -1099080.312076
  nChanged 16
		SP:Iteration 39Q (7969.960000 sec): 3 clusters
  Score: Raw -1103519.763330 + Penalty 4434.617027 = -1099085.146303
  nChanged 17
		SP:Iteration 40F (7969.990000 sec): 3 clusters
  Score: Raw -1103522.779808 + Penalty 4434.617027 = -1099088.162781
  nChanged 12
		SP:Iteration 41Q (7970.010000 sec): 3 clusters
  Score: Raw -1103525.239469 + Penalty 4434.617027 = -1099090.622442
  nChanged 11
		SP:Iteration 42Q (7970.040000 sec): 3 clusters
  Score: Raw -1103527.519509 + Penalty 4434.617027 = -1099092.902482
  nChanged 12
		SP:Iteration 43Q (7970.060000 sec): 3 clusters
  Score: Raw -1103529.667135 + Penalty 4434.617027 = -1099095.050108
  nChanged 12
		SP:Iteration 44Q (7970.090000 sec): 3 clusters
  Score: Raw -1103531.927896 + Penalty 4434.617027 = -1099097.310869
  nChanged 9
		SP:Iteration 45Q (7970.110000 sec): 3 clusters
  Score: Raw -1103533.618102 + Penalty 4434.617027 = -1099099.001075
  nChanged 8
		SP:Iteration 46Q (7970.140000 sec): 3 clusters
  Score: Raw -1103534.902322 + Penalty 4434.617027 = -1099100.285295
  nChanged 7
		SP:Iteration 47Q (7970.160000 sec): 3 clusters
  Score: Raw -1103536.522055 + Penalty 4434.617027 = -1099101.905028
  nChanged 6
		SP:Iteration 48Q (7970.180000 sec): 3 clusters
  Score: Raw -1103538.096617 + Penalty 4434.617027 = -1099103.479590
  nChanged 9
		SP:Iteration 49Q (7970.210000 sec): 3 clusters
  Score: Raw -1103539.951068 + Penalty 4434.617027 = -1099105.334041
  nChanged 7
		SP:Iteration 50Q (7970.230000 sec): 3 clusters
  Score: Raw -1103541.398994 + Penalty 4434.617027 = -1099106.781967
  nChanged 5
		SP:Iteration 51Q (7970.260000 sec): 3 clusters
  Score: Raw -1103542.686495 + Penalty 4434.617027 = -1099108.069468
  nChanged 8
		SP:Iteration 52Q (7970.280000 sec): 3 clusters
  Score: Raw -1103544.141791 + Penalty 4434.617027 = -1099109.524764
  nChanged 2
		SP:Iteration 53Q (7970.300000 sec): 3 clusters
  Score: Raw -1103544.783675 + Penalty 4434.617027 = -1099110.166648
  nChanged 4
		SP:Iteration 54Q (7970.330000 sec): 3 clusters
  Score: Raw -1103545.557964 + Penalty 4434.617027 = -1099110.940937
  nChanged 1
		SP:Iteration 55Q (7970.350000 sec): 3 clusters
  Score: Raw -1103545.688737 + Penalty 4434.617027 = -1099111.071710
  nChanged 0
		SP:Iteration 56F (7970.380000 sec): 3 clusters
  Score: Raw -1103545.688737 + Penalty 4434.617027 = -1099111.071710
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7970.480000 sec): 2 clusters
  Score: Raw -4023086.398677 + Penalty 2532.630925 = -4020553.767752
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7970.580000 sec): 3 clusters
  Score: Raw -4006898.325070 + Penalty 5065.261850 = -4001833.063220
  nChanged 12141
		SP:Iteration 1F (7970.670000 sec): 3 clusters
  Score: Raw -4013324.593281 + Penalty 5065.261850 = -4008259.331431
  nChanged 1257
		SP:Iteration 2Q (7970.770000 sec): 3 clusters
  Score: Raw -4013722.237119 + Penalty 5065.261850 = -4008656.975269
  nChanged 1121
		SP:Iteration 3Q (7970.870000 sec): 3 clusters
  Score: Raw -4014075.564604 + Penalty 5065.261850 = -4009010.302754
  nChanged 1038
		SP:Iteration 4Q (7970.970000 sec): 3 clusters
  Score: Raw -4014424.275611 + Penalty 5065.261850 = -4009359.013761
  nChanged 1007
		SP:Iteration 5Q (7971.070000 sec): 3 clusters
  Score: Raw -4014791.582882 + Penalty 5065.261850 = -4009726.321032
  nChanged 985
		SP:Iteration 6Q (7971.170000 sec): 3 clusters
  Score: Raw -4015205.110193 + Penalty 5065.261850 = -4010139.848343
  nChanged 1028
		SP:Iteration 7Q (7971.260000 sec): 3 clusters
  Score: Raw -4015710.742683 + Penalty 5065.261850 = -4010645.480833
  nChanged 1110
		SP:Iteration 8Q (7971.360000 sec): 3 clusters
  Score: Raw -4016309.699975 + Penalty 5065.261850 = -4011244.438125
  nChanged 1159
		SP:Iteration 9Q (7971.460000 sec): 3 clusters
  Score: Raw -4017022.428471 + Penalty 5065.261850 = -4011957.166621
  nChanged 1270
		SP:Iteration 10Q (7971.560000 sec): 3 clusters
  Score: Raw -4017875.352212 + Penalty 5065.261850 = -4012810.090362
  nChanged 1285
		SP:Iteration 11Q (7971.660000 sec): 3 clusters
  Score: Raw -4018731.436293 + Penalty 5065.261850 = -4013666.174443
  nChanged 1221
		SP:Iteration 12Q (7971.750000 sec): 3 clusters
  Score: Raw -4019565.418555 + Penalty 5065.261850 = -4014500.156705
  nChanged 1202
		SP:Iteration 13Q (7971.840000 sec): 3 clusters
  Score: Raw -4020405.574024 + Penalty 5065.261850 = -4015340.312174
  nChanged 1083
		SP:Iteration 14Q (7971.930000 sec): 3 clusters
  Score: Raw -4021135.077576 + Penalty 5065.261850 = -4016069.815726
  nChanged 916
		SP:Iteration 15Q (7972.020000 sec): 3 clusters
  Score: Raw -4021751.480487 + Penalty 5065.261850 = -4016686.218637
  nChanged 724
		SP:Iteration 16Q (7972.100000 sec): 3 clusters
  Score: Raw -4022209.620157 + Penalty 5065.261850 = -4017144.358307
  nChanged 554
		SP:Iteration 17Q (7972.180000 sec): 3 clusters
  Score: Raw -4022547.729038 + Penalty 5065.261850 = -4017482.467188
  nChanged 419
		SP:Iteration 18Q (7972.260000 sec): 3 clusters
  Score: Raw -4022792.862799 + Penalty 5065.261850 = -4017727.600949
  nChanged 291
		SP:Iteration 19Q (7972.340000 sec): 3 clusters
  Score: Raw -4022972.071386 + Penalty 5065.261850 = -4017906.809536
  nChanged 217
		SP:Iteration 20F (7972.440000 sec): 3 clusters
  Score: Raw -4023109.595296 + Penalty 5065.261850 = -4018044.333446
  nChanged 148
		SP:Iteration 21Q (7972.510000 sec): 3 clusters
  Score: Raw -4023191.573051 + Penalty 5065.261850 = -4018126.311201
  nChanged 100
		SP:Iteration 22Q (7972.580000 sec): 3 clusters
  Score: Raw -4023248.561414 + Penalty 5065.261850 = -4018183.299564
  nChanged 84
		SP:Iteration 23Q (7972.660000 sec): 3 clusters
  Score: Raw -4023305.011035 + Penalty 5065.261850 = -4018239.749185
  nChanged 69
		SP:Iteration 24Q (7972.730000 sec): 3 clusters
  Score: Raw -4023343.771859 + Penalty 5065.261850 = -4018278.510009
  nChanged 48
		SP:Iteration 25Q (7972.800000 sec): 3 clusters
  Score: Raw -4023368.164949 + Penalty 5065.261850 = -4018302.903099
  nChanged 39
		SP:Iteration 26Q (7972.880000 sec): 3 clusters
  Score: Raw -4023386.393147 + Penalty 5065.261850 = -4018321.131297
  nChanged 25
		SP:Iteration 27Q (7972.940000 sec): 3 clusters
  Score: Raw -4023401.492317 + Penalty 5065.261850 = -4018336.230467
  nChanged 21
		SP:Iteration 28Q (7973.020000 sec): 3 clusters
  Score: Raw -4023414.109643 + Penalty 5065.261850 = -4018348.847793
  nChanged 20
		SP:Iteration 29Q (7973.090000 sec): 3 clusters
  Score: Raw -4023425.931497 + Penalty 5065.261850 = -4018360.669647
  nChanged 25
		SP:Iteration 30Q (7973.160000 sec): 3 clusters
  Score: Raw -4023441.228873 + Penalty 5065.261850 = -4018375.967023
  nChanged 16
		SP:Iteration 31Q (7973.230000 sec): 3 clusters
  Score: Raw -4023450.595442 + Penalty 5065.261850 = -4018385.333592
  nChanged 18
		SP:Iteration 32Q (7973.300000 sec): 3 clusters
  Score: Raw -4023460.390682 + Penalty 5065.261850 = -4018395.128832
  nChanged 17
		SP:Iteration 33Q (7973.370000 sec): 3 clusters
  Score: Raw -4023470.319086 + Penalty 5065.261850 = -4018405.057236
  nChanged 10
		SP:Iteration 34Q (7973.440000 sec): 3 clusters
  Score: Raw -4023475.304474 + Penalty 5065.261850 = -4018410.042624
  nChanged 10
		SP:Iteration 35Q (7973.510000 sec): 3 clusters
  Score: Raw -4023480.347243 + Penalty 5065.261850 = -4018415.085393
  nChanged 13
		SP:Iteration 36Q (7973.580000 sec): 3 clusters
  Score: Raw -4023486.943458 + Penalty 5065.261850 = -4018421.681608
  nChanged 10
		SP:Iteration 37Q (7973.650000 sec): 3 clusters
  Score: Raw -4023493.305976 + Penalty 5065.261850 = -4018428.044126
  nChanged 12
		SP:Iteration 38Q (7973.720000 sec): 3 clusters
  Score: Raw -4023500.967359 + Penalty 5065.261850 = -4018435.705509
  nChanged 10
		SP:Iteration 39Q (7973.790000 sec): 3 clusters
  Score: Raw -4023508.038482 + Penalty 5065.261850 = -4018442.776632
  nChanged 6
		SP:Iteration 40F (7973.880000 sec): 3 clusters
  Score: Raw -4023512.157354 + Penalty 5065.261850 = -4018446.895504
  nChanged 8
		SP:Iteration 41Q (7973.960000 sec): 3 clusters
  Score: Raw -4023516.287963 + Penalty 5065.261850 = -4018451.026113
  nChanged 6
		SP:Iteration 42Q (7974.020000 sec): 3 clusters
  Score: Raw -4023519.110406 + Penalty 5065.261850 = -4018453.848556
  nChanged 5
		SP:Iteration 43Q (7974.100000 sec): 3 clusters
  Score: Raw -4023521.764549 + Penalty 5065.261850 = -4018456.502699
  nChanged 2
		SP:Iteration 44Q (7974.160000 sec): 3 clusters
  Score: Raw -4023523.302446 + Penalty 5065.261850 = -4018458.040596
  nChanged 2
		SP:Iteration 45Q (7974.240000 sec): 3 clusters
  Score: Raw -4023524.991238 + Penalty 5065.261850 = -4018459.729388
  nChanged 4
		SP:Iteration 46Q (7974.300000 sec): 3 clusters
  Score: Raw -4023527.389270 + Penalty 5065.261850 = -4018462.127421
  nChanged 4
		SP:Iteration 47Q (7974.370000 sec): 3 clusters
  Score: Raw -4023529.024770 + Penalty 5065.261850 = -4018463.762920
  nChanged 3
		SP:Iteration 48Q (7974.440000 sec): 3 clusters
  Score: Raw -4023530.357203 + Penalty 5065.261850 = -4018465.095353
  nChanged 3
		SP:Iteration 49Q (7974.510000 sec): 3 clusters
  Score: Raw -4023531.607727 + Penalty 5065.261850 = -4018466.345877
  nChanged 1
		SP:Iteration 50Q (7974.580000 sec): 3 clusters
  Score: Raw -4023531.873590 + Penalty 5065.261850 = -4018466.611740
  nChanged 1
		SP:Iteration 51Q (7974.650000 sec): 3 clusters
  Score: Raw -4023532.153489 + Penalty 5065.261850 = -4018466.891639
  nChanged 1
		SP:Iteration 52Q (7974.720000 sec): 3 clusters
  Score: Raw -4023532.977591 + Penalty 5065.261850 = -4018467.715741
  nChanged 2
		SP:Iteration 53Q (7974.800000 sec): 3 clusters
  Score: Raw -4023534.184409 + Penalty 5065.261850 = -4018468.922559
  nChanged 4
		SP:Iteration 54Q (7974.870000 sec): 3 clusters
  Score: Raw -4023536.068727 + Penalty 5065.261850 = -4018470.806877
  nChanged 4
		SP:Iteration 55Q (7974.940000 sec): 3 clusters
  Score: Raw -4023539.484230 + Penalty 5065.261850 = -4018474.222380
  nChanged 7
		SP:Iteration 56Q (7975.010000 sec): 3 clusters
  Score: Raw -4023543.481762 + Penalty 5065.261850 = -4018478.219912
  nChanged 6
		SP:Iteration 57Q (7975.080000 sec): 3 clusters
  Score: Raw -4023546.898558 + Penalty 5065.261850 = -4018481.636708
  nChanged 3
		SP:Iteration 58Q (7975.150000 sec): 3 clusters
  Score: Raw -4023548.012340 + Penalty 5065.261850 = -4018482.750490
  nChanged 1
		SP:Iteration 59Q (7975.220000 sec): 3 clusters
  Score: Raw -4023548.620302 + Penalty 5065.261850 = -4018483.358452
  nChanged 2
		SP:Iteration 60F (7975.310000 sec): 3 clusters
  Score: Raw -4023549.743051 + Penalty 5065.261850 = -4018484.481201
  nChanged 2
		SP:Iteration 61Q (7975.380000 sec): 3 clusters
  Score: Raw -4023550.715053 + Penalty 5065.261850 = -4018485.453203
  nChanged 3
		SP:Iteration 62Q (7975.440000 sec): 3 clusters
  Score: Raw -4023552.426725 + Penalty 5065.261850 = -4018487.164875
  nChanged 3
		SP:Iteration 63Q (7975.510000 sec): 3 clusters
  Score: Raw -4023553.705576 + Penalty 5065.261850 = -4018488.443726
  nChanged 1
		SP:Iteration 64Q (7975.580000 sec): 3 clusters
  Score: Raw -4023554.451912 + Penalty 5065.261850 = -4018489.190062
  nChanged 1
		SP:Iteration 65Q (7975.650000 sec): 3 clusters
  Score: Raw -4023554.964278 + Penalty 5065.261850 = -4018489.702428
  nChanged 1
		SP:Iteration 66Q (7975.710000 sec): 3 clusters
  Score: Raw -4023555.232175 + Penalty 5065.261850 = -4018489.970325
  nChanged 0
		SP:Iteration 67F (7975.810000 sec): 3 clusters
  Score: Raw -4023555.232175 + Penalty 5065.261850 = -4018489.970325
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24072 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7975.880000 sec): 2 clusters
  Score: Raw -3337372.617782 + Penalty 2502.023545 = -3334870.594236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7975.960000 sec): 3 clusters
  Score: Raw -3323204.735074 + Penalty 5004.047091 = -3318200.687984
  nChanged 10724
		SP:Iteration 1F (7976.050000 sec): 3 clusters
  Score: Raw -3329018.734431 + Penalty 5004.047091 = -3324014.687340
  nChanged 1321
		SP:Iteration 2F (7976.130000 sec): 3 clusters
  Score: Raw -3329550.962498 + Penalty 5004.047091 = -3324546.915407
  nChanged 1219
		SP:Iteration 3F (7976.210000 sec): 3 clusters
  Score: Raw -3330099.179985 + Penalty 5004.047091 = -3325095.132894
  nChanged 1255
		SP:Iteration 4F (7976.300000 sec): 3 clusters
  Score: Raw -3330719.532039 + Penalty 5004.047091 = -3325715.484948
  nChanged 1250
		SP:Iteration 5F (7976.380000 sec): 3 clusters
  Score: Raw -3331431.797902 + Penalty 5004.047091 = -3326427.750811
  nChanged 1279
		SP:Iteration 6F (7976.460000 sec): 3 clusters
  Score: Raw -3332233.763558 + Penalty 5004.047091 = -3327229.716467
  nChanged 1315
		SP:Iteration 7F (7976.550000 sec): 3 clusters
  Score: Raw -3333167.593723 + Penalty 5004.047091 = -3328163.546633
  nChanged 1320
		SP:Iteration 8F (7976.630000 sec): 3 clusters
  Score: Raw -3334200.490084 + Penalty 5004.047091 = -3329196.442994
  nChanged 1130
		SP:Iteration 9Q (7976.720000 sec): 3 clusters
  Score: Raw -3335085.994669 + Penalty 5004.047091 = -3330081.947578
  nChanged 861
		SP:Iteration 10Q (7976.800000 sec): 3 clusters
  Score: Raw -3335719.368874 + Penalty 5004.047091 = -3330715.321784
  nChanged 656
		SP:Iteration 11Q (7976.880000 sec): 3 clusters
  Score: Raw -3336217.843621 + Penalty 5004.047091 = -3331213.796530
  nChanged 547
		SP:Iteration 12Q (7976.950000 sec): 3 clusters
  Score: Raw -3336592.041134 + Penalty 5004.047091 = -3331587.994043
  nChanged 410
		SP:Iteration 13Q (7977.030000 sec): 3 clusters
  Score: Raw -3336889.597448 + Penalty 5004.047091 = -3331885.550358
  nChanged 313
		SP:Iteration 14Q (7977.100000 sec): 3 clusters
  Score: Raw -3337084.879014 + Penalty 5004.047091 = -3332080.831924
  nChanged 238
		SP:Iteration 15Q (7977.170000 sec): 3 clusters
  Score: Raw -3337259.138502 + Penalty 5004.047091 = -3332255.091412
  nChanged 194
		SP:Iteration 16Q (7977.240000 sec): 3 clusters
  Score: Raw -3337390.485442 + Penalty 5004.047091 = -3332386.438352
  nChanged 162
		SP:Iteration 17Q (7977.300000 sec): 3 clusters
  Score: Raw -3337498.645702 + Penalty 5004.047091 = -3332494.598611
  nChanged 133
		SP:Iteration 18Q (7977.370000 sec): 3 clusters
  Score: Raw -3337596.234801 + Penalty 5004.047091 = -3332592.187711
  nChanged 113
		SP:Iteration 19Q (7977.440000 sec): 3 clusters
  Score: Raw -3337663.557005 + Penalty 5004.047091 = -3332659.509914
  nChanged 84
		SP:Iteration 20F (7977.520000 sec): 3 clusters
  Score: Raw -3337713.213392 + Penalty 5004.047091 = -3332709.166301
  nChanged 77
		SP:Iteration 21Q (7977.580000 sec): 3 clusters
  Score: Raw -3337756.360676 + Penalty 5004.047091 = -3332752.313585
  nChanged 56
		SP:Iteration 22Q (7977.650000 sec): 3 clusters
  Score: Raw -3337789.152845 + Penalty 5004.047091 = -3332785.105754
  nChanged 47
		SP:Iteration 23Q (7977.710000 sec): 3 clusters
  Score: Raw -3337813.951940 + Penalty 5004.047091 = -3332809.904849
  nChanged 32
		SP:Iteration 24Q (7977.770000 sec): 3 clusters
  Score: Raw -3337828.115724 + Penalty 5004.047091 = -3332824.068633
  nChanged 16
		SP:Iteration 25Q (7977.840000 sec): 3 clusters
  Score: Raw -3337837.499775 + Penalty 5004.047091 = -3332833.452684
  nChanged 22
		SP:Iteration 26Q (7977.900000 sec): 3 clusters
  Score: Raw -3337848.315668 + Penalty 5004.047091 = -3332844.268577
  nChanged 16
		SP:Iteration 27Q (7977.960000 sec): 3 clusters
  Score: Raw -3337855.262878 + Penalty 5004.047091 = -3332851.215788
  nChanged 16
		SP:Iteration 28Q (7978.020000 sec): 3 clusters
  Score: Raw -3337859.603497 + Penalty 5004.047091 = -3332855.556406
  nChanged 9
		SP:Iteration 29Q (7978.080000 sec): 3 clusters
  Score: Raw -3337862.946643 + Penalty 5004.047091 = -3332858.899552
  nChanged 5
		SP:Iteration 30Q (7978.150000 sec): 3 clusters
  Score: Raw -3337864.772267 + Penalty 5004.047091 = -3332860.725176
  nChanged 5
		SP:Iteration 31Q (7978.210000 sec): 3 clusters
  Score: Raw -3337867.020844 + Penalty 5004.047091 = -3332862.973754
  nChanged 6
		SP:Iteration 32Q (7978.270000 sec): 3 clusters
  Score: Raw -3337869.512181 + Penalty 5004.047091 = -3332865.465090
  nChanged 5
		SP:Iteration 33Q (7978.340000 sec): 3 clusters
  Score: Raw -3337871.350160 + Penalty 5004.047091 = -3332867.303069
  nChanged 3
		SP:Iteration 34Q (7978.400000 sec): 3 clusters
  Score: Raw -3337872.243576 + Penalty 5004.047091 = -3332868.196485
  nChanged 2
		SP:Iteration 35Q (7978.460000 sec): 3 clusters
  Score: Raw -3337873.616924 + Penalty 5004.047091 = -3332869.569833
  nChanged 4
		SP:Iteration 36Q (7978.520000 sec): 3 clusters
  Score: Raw -3337875.289961 + Penalty 5004.047091 = -3332871.242870
  nChanged 5
		SP:Iteration 37Q (7978.580000 sec): 3 clusters
  Score: Raw -3337877.595258 + Penalty 5004.047091 = -3332873.548167
  nChanged 3
		SP:Iteration 38Q (7978.640000 sec): 3 clusters
  Score: Raw -3337878.255318 + Penalty 5004.047091 = -3332874.208227
  nChanged 0
		SP:Iteration 39F (7978.730000 sec): 3 clusters
  Score: Raw -3337878.255318 + Penalty 5004.047091 = -3332874.208227
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7978.750000 sec): 2 clusters
  Score: Raw -494000.591510 + Penalty 2019.015069 = -491981.576441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7978.760000 sec): 3 clusters
  Score: Raw -492512.029661 + Penalty 4038.030138 = -488473.999523
  nChanged 1211
		SP:Iteration 1F (7978.780000 sec): 3 clusters
  Score: Raw -493299.605743 + Penalty 4038.030138 = -489261.575606
  nChanged 274
		SP:Iteration 2F (7978.790000 sec): 3 clusters
  Score: Raw -493518.479536 + Penalty 4038.030138 = -489480.449399
  nChanged 186
		SP:Iteration 3F (7978.800000 sec): 3 clusters
  Score: Raw -493640.871943 + Penalty 4038.030138 = -489602.841806
  nChanged 143
		SP:Iteration 4Q (7978.810000 sec): 3 clusters
  Score: Raw -493733.089080 + Penalty 4038.030138 = -489695.058943
  nChanged 100
		SP:Iteration 5Q (7978.820000 sec): 3 clusters
  Score: Raw -493797.473230 + Penalty 4038.030138 = -489759.443092
  nChanged 85
		SP:Iteration 6Q (7978.830000 sec): 3 clusters
  Score: Raw -493852.723212 + Penalty 4038.030138 = -489814.693075
  nChanged 74
		SP:Iteration 7Q (7978.840000 sec): 3 clusters
  Score: Raw -493903.689806 + Penalty 4038.030138 = -489865.659669
  nChanged 83
		SP:Iteration 8Q (7978.860000 sec): 3 clusters
  Score: Raw -493960.757923 + Penalty 4038.030138 = -489922.727785
  nChanged 75
		SP:Iteration 9Q (7978.870000 sec): 3 clusters
  Score: Raw -494002.318045 + Penalty 4038.030138 = -489964.287908
  nChanged 67
		SP:Iteration 10Q (7978.880000 sec): 3 clusters
  Score: Raw -494043.004467 + Penalty 4038.030138 = -490004.974329
  nChanged 58
		SP:Iteration 11Q (7978.890000 sec): 3 clusters
  Score: Raw -494077.843080 + Penalty 4038.030138 = -490039.812942
  nChanged 47
		SP:Iteration 12Q (7978.900000 sec): 3 clusters
  Score: Raw -494102.577198 + Penalty 4038.030138 = -490064.547060
  nChanged 41
		SP:Iteration 13Q (7978.920000 sec): 3 clusters
  Score: Raw -494125.985037 + Penalty 4038.030138 = -490087.954900
  nChanged 39
		SP:Iteration 14Q (7978.930000 sec): 3 clusters
  Score: Raw -494153.412600 + Penalty 4038.030138 = -490115.382462
  nChanged 39
		SP:Iteration 15Q (7978.940000 sec): 3 clusters
  Score: Raw -494175.659482 + Penalty 4038.030138 = -490137.629344
  nChanged 36
		SP:Iteration 16Q (7978.950000 sec): 3 clusters
  Score: Raw -494197.514395 + Penalty 4038.030138 = -490159.484257
  nChanged 37
		SP:Iteration 17Q (7978.960000 sec): 3 clusters
  Score: Raw -494222.342804 + Penalty 4038.030138 = -490184.312666
  nChanged 34
		SP:Iteration 18Q (7978.970000 sec): 3 clusters
  Score: Raw -494244.030788 + Penalty 4038.030138 = -490206.000650
  nChanged 35
		SP:Iteration 19Q (7978.980000 sec): 3 clusters
  Score: Raw -494266.088793 + Penalty 4038.030138 = -490228.058656
  nChanged 30
		SP:Iteration 20F (7979.000000 sec): 3 clusters
  Score: Raw -494290.595627 + Penalty 4038.030138 = -490252.565489
  nChanged 27
		SP:Iteration 21Q (7979.010000 sec): 3 clusters
  Score: Raw -494306.617874 + Penalty 4038.030138 = -490268.587737
  nChanged 28
		SP:Iteration 22Q (7979.020000 sec): 3 clusters
  Score: Raw -494322.891088 + Penalty 4038.030138 = -490284.860950
  nChanged 22
		SP:Iteration 23Q (7979.030000 sec): 3 clusters
  Score: Raw -494341.537626 + Penalty 4038.030138 = -490303.507488
  nChanged 31
		SP:Iteration 24Q (7979.040000 sec): 3 clusters
  Score: Raw -494365.245871 + Penalty 4038.030138 = -490327.215734
  nChanged 38
		SP:Iteration 25Q (7979.060000 sec): 3 clusters
  Score: Raw -494393.198306 + Penalty 4038.030138 = -490355.168168
  nChanged 37
		SP:Iteration 26Q (7979.070000 sec): 3 clusters
  Score: Raw -494432.747930 + Penalty 4038.030138 = -490394.717793
  nChanged 54
		SP:Iteration 27Q (7979.080000 sec): 3 clusters
  Score: Raw -494490.495608 + Penalty 4038.030138 = -490452.465470
  nChanged 55
		SP:Iteration 28Q (7979.090000 sec): 3 clusters
  Score: Raw -494555.503098 + Penalty 4038.030138 = -490517.472960
  nChanged 67
		SP:Iteration 29Q (7979.100000 sec): 3 clusters
  Score: Raw -494630.220941 + Penalty 4038.030138 = -490592.190803
  nChanged 71
		SP:Iteration 30Q (7979.110000 sec): 3 clusters
  Score: Raw -494711.420957 + Penalty 4038.030138 = -490673.390820
  nChanged 62
		SP:Iteration 31Q (7979.120000 sec): 3 clusters
  Score: Raw -494770.947646 + Penalty 4038.030138 = -490732.917509
  nChanged 58
		SP:Iteration 32Q (7979.140000 sec): 3 clusters
  Score: Raw -494832.395004 + Penalty 4038.030138 = -490794.364866
  nChanged 64
		SP:Iteration 33Q (7979.140000 sec): 3 clusters
  Score: Raw -494907.699162 + Penalty 4038.030138 = -490869.669025
  nChanged 62
		SP:Iteration 34Q (7979.160000 sec): 3 clusters
  Score: Raw -494970.843734 + Penalty 4038.030138 = -490932.813596
  nChanged 58
		SP:Iteration 35Q (7979.170000 sec): 3 clusters
  Score: Raw -495046.809898 + Penalty 4038.030138 = -491008.779760
  nChanged 60
		SP:Iteration 36Q (7979.180000 sec): 3 clusters
  Score: Raw -495111.757056 + Penalty 4038.030138 = -491073.726919
  nChanged 53
		SP:Iteration 37Q (7979.190000 sec): 3 clusters
  Score: Raw -495170.612524 + Penalty 4038.030138 = -491132.582387
  nChanged 57
		SP:Iteration 38Q (7979.200000 sec): 3 clusters
  Score: Raw -495235.146680 + Penalty 4038.030138 = -491197.116543
  nChanged 54
		SP:Iteration 39Q (7979.210000 sec): 3 clusters
  Score: Raw -495290.329435 + Penalty 4038.030138 = -491252.299297
  nChanged 46
		SP:Iteration 40F (7979.220000 sec): 3 clusters
  Score: Raw -495331.522808 + Penalty 4038.030138 = -491293.492671
  nChanged 36
		SP:Iteration 41Q (7979.230000 sec): 3 clusters
  Score: Raw -495357.020161 + Penalty 4038.030138 = -491318.990023
  nChanged 27
		SP:Iteration 42Q (7979.240000 sec): 3 clusters
  Score: Raw -495378.693271 + Penalty 4038.030138 = -491340.663133
  nChanged 29
		SP:Iteration 43Q (7979.250000 sec): 3 clusters
  Score: Raw -495399.531162 + Penalty 4038.030138 = -491361.501025
  nChanged 24
		SP:Iteration 44Q (7979.260000 sec): 3 clusters
  Score: Raw -495418.122511 + Penalty 4038.030138 = -491380.092374
  nChanged 25
		SP:Iteration 45Q (7979.270000 sec): 3 clusters
  Score: Raw -495432.330966 + Penalty 4038.030138 = -491394.300828
  nChanged 15
		SP:Iteration 46Q (7979.280000 sec): 3 clusters
  Score: Raw -495442.464492 + Penalty 4038.030138 = -491404.434354
  nChanged 15
		SP:Iteration 47Q (7979.290000 sec): 3 clusters
  Score: Raw -495450.143356 + Penalty 4038.030138 = -491412.113219
  nChanged 9
		SP:Iteration 48Q (7979.300000 sec): 3 clusters
  Score: Raw -495455.015617 + Penalty 4038.030138 = -491416.985479
  nChanged 14
		SP:Iteration 49Q (7979.310000 sec): 3 clusters
  Score: Raw -495462.010793 + Penalty 4038.030138 = -491423.980656
  nChanged 16
		SP:Iteration 50Q (7979.320000 sec): 3 clusters
  Score: Raw -495471.198193 + Penalty 4038.030138 = -491433.168055
  nChanged 17
		SP:Iteration 51Q (7979.330000 sec): 3 clusters
  Score: Raw -495481.034828 + Penalty 4038.030138 = -491443.004691
  nChanged 15
		SP:Iteration 52Q (7979.340000 sec): 3 clusters
  Score: Raw -495488.987465 + Penalty 4038.030138 = -491450.957328
  nChanged 15
		SP:Iteration 53Q (7979.350000 sec): 3 clusters
  Score: Raw -495499.555362 + Penalty 4038.030138 = -491461.525224
  nChanged 15
		SP:Iteration 54Q (7979.360000 sec): 3 clusters
  Score: Raw -495510.290041 + Penalty 4038.030138 = -491472.259903
  nChanged 24
		SP:Iteration 55Q (7979.370000 sec): 3 clusters
  Score: Raw -495526.818153 + Penalty 4038.030138 = -491488.788016
  nChanged 23
		SP:Iteration 56Q (7979.380000 sec): 3 clusters
  Score: Raw -495541.455978 + Penalty 4038.030138 = -491503.425840
  nChanged 26
		SP:Iteration 57Q (7979.390000 sec): 3 clusters
  Score: Raw -495559.470269 + Penalty 4038.030138 = -491521.440132
  nChanged 23
		SP:Iteration 58Q (7979.400000 sec): 3 clusters
  Score: Raw -495570.937447 + Penalty 4038.030138 = -491532.907309
  nChanged 25
		SP:Iteration 59Q (7979.400000 sec): 3 clusters
  Score: Raw -495586.927040 + Penalty 4038.030138 = -491548.896902
  nChanged 23
		SP:Iteration 60F (7979.420000 sec): 3 clusters
  Score: Raw -495599.841203 + Penalty 4038.030138 = -491561.811065
  nChanged 21
		SP:Iteration 61Q (7979.430000 sec): 3 clusters
  Score: Raw -495609.467079 + Penalty 4038.030138 = -491571.436941
  nChanged 16
		SP:Iteration 62Q (7979.440000 sec): 3 clusters
  Score: Raw -495619.325031 + Penalty 4038.030138 = -491581.294894
  nChanged 20
		SP:Iteration 63Q (7979.450000 sec): 3 clusters
  Score: Raw -495631.194066 + Penalty 4038.030138 = -491593.163928
  nChanged 20
		SP:Iteration 64Q (7979.460000 sec): 3 clusters
  Score: Raw -495642.172140 + Penalty 4038.030138 = -491604.142003
  nChanged 21
		SP:Iteration 65Q (7979.470000 sec): 3 clusters
  Score: Raw -495656.761016 + Penalty 4038.030138 = -491618.730878
  nChanged 28
		SP:Iteration 66Q (7979.480000 sec): 3 clusters
  Score: Raw -495673.065733 + Penalty 4038.030138 = -491635.035595
  nChanged 13
		SP:Iteration 67Q (7979.480000 sec): 3 clusters
  Score: Raw -495678.199564 + Penalty 4038.030138 = -491640.169427
  nChanged 12
		SP:Iteration 68Q (7979.500000 sec): 3 clusters
  Score: Raw -495683.140682 + Penalty 4038.030138 = -491645.110544
  nChanged 9
		SP:Iteration 69Q (7979.500000 sec): 3 clusters
  Score: Raw -495687.099155 + Penalty 4038.030138 = -491649.069017
  nChanged 11
		SP:Iteration 70Q (7979.520000 sec): 3 clusters
  Score: Raw -495692.923712 + Penalty 4038.030138 = -491654.893574
  nChanged 7
		SP:Iteration 71Q (7979.520000 sec): 3 clusters
  Score: Raw -495695.387123 + Penalty 4038.030138 = -491657.356986
  nChanged 4
		SP:Iteration 72Q (7979.540000 sec): 3 clusters
  Score: Raw -495696.323017 + Penalty 4038.030138 = -491658.292879
  nChanged 4
		SP:Iteration 73Q (7979.540000 sec): 3 clusters
  Score: Raw -495698.653608 + Penalty 4038.030138 = -491660.623471
  nChanged 4
		SP:Iteration 74Q (7979.550000 sec): 3 clusters
  Score: Raw -495699.756626 + Penalty 4038.030138 = -491661.726489
  nChanged 2
		SP:Iteration 75Q (7979.560000 sec): 3 clusters
  Score: Raw -495700.405712 + Penalty 4038.030138 = -491662.375575
  nChanged 1
		SP:Iteration 76Q (7979.570000 sec): 3 clusters
  Score: Raw -495700.791672 + Penalty 4038.030138 = -491662.761535
  nChanged 0
		SP:Iteration 77F (7979.580000 sec): 3 clusters
  Score: Raw -495700.791672 + Penalty 4038.030138 = -491662.761535
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7979.590000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7979.590000 sec): 3 clusters
  Score: Raw -126932.008126 + Penalty 3350.283633 = -123581.724493
  nChanged 196
		SP:Iteration 1F (7979.600000 sec): 3 clusters
  Score: Raw -127170.224296 + Penalty 3350.283633 = -123819.940663
  nChanged 50
		SP:Iteration 2F (7979.600000 sec): 3 clusters
  Score: Raw -127242.146901 + Penalty 3350.283633 = -123891.863268
  nChanged 26
		SP:Iteration 3Q (7979.600000 sec): 3 clusters
  Score: Raw -127278.054173 + Penalty 3350.283633 = -123927.770540
  nChanged 16
		SP:Iteration 4Q (7979.600000 sec): 3 clusters
  Score: Raw -127299.200062 + Penalty 3350.283633 = -123948.916428
  nChanged 5
		SP:Iteration 5Q (7979.610000 sec): 3 clusters
  Score: Raw -127303.721129 + Penalty 3350.283633 = -123953.437495
  nChanged 3
		SP:Iteration 6Q (7979.610000 sec): 3 clusters
  Score: Raw -127308.869344 + Penalty 3350.283633 = -123958.585710
  nChanged 6
		SP:Iteration 7Q (7979.610000 sec): 3 clusters
  Score: Raw -127317.491199 + Penalty 3350.283633 = -123967.207566
  nChanged 3
		SP:Iteration 8Q (7979.620000 sec): 3 clusters
  Score: Raw -127324.951543 + Penalty 3350.283633 = -123974.667910
  nChanged 5
		SP:Iteration 9Q (7979.620000 sec): 3 clusters
  Score: Raw -127348.121852 + Penalty 3350.283633 = -123997.838219
  nChanged 10
		SP:Iteration 10Q (7979.620000 sec): 3 clusters
  Score: Raw -127368.544450 + Penalty 3350.283633 = -124018.260816
  nChanged 9
		SP:Iteration 11Q (7979.620000 sec): 3 clusters
  Score: Raw -127391.534365 + Penalty 3350.283633 = -124041.250732
  nChanged 11
		SP:Iteration 12Q (7979.630000 sec): 3 clusters
  Score: Raw -127409.750023 + Penalty 3350.283633 = -124059.466390
  nChanged 7
		SP:Iteration 13Q (7979.630000 sec): 3 clusters
  Score: Raw -127420.611400 + Penalty 3350.283633 = -124070.327766
  nChanged 3
		SP:Iteration 14Q (7979.630000 sec): 3 clusters
  Score: Raw -127424.359074 + Penalty 3350.283633 = -124074.075440
  nChanged 0
		SP:Iteration 15F (7979.640000 sec): 3 clusters
  Score: Raw -127424.359074 + Penalty 3350.283633 = -124074.075440
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7979.640000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7979.640000 sec): 3 clusters
  Score: Raw -33681.667464 + Penalty 2756.186719 = -30925.480745
  nChanged 29
		SP:Iteration 1F (7979.640000 sec): 3 clusters
  Score: Raw -33893.724015 + Penalty 2756.186719 = -31137.537296
  nChanged 14
		SP:Iteration 2F (7979.640000 sec): 3 clusters
  Score: Raw -33949.642454 + Penalty 2756.186719 = -31193.455736
  nChanged 6
		SP:Iteration 3Q (7979.640000 sec): 3 clusters
  Score: Raw -33990.146112 + Penalty 2756.186719 = -31233.959393
  nChanged 9
		SP:Iteration 4Q (7979.640000 sec): 3 clusters
  Score: Raw -34040.794399 + Penalty 2756.186719 = -31284.607680
  nChanged 6
		SP:Iteration 5Q (7979.640000 sec): 3 clusters
  Score: Raw -34063.077121 + Penalty 2756.186719 = -31306.890402
  nChanged 5
		SP:Iteration 6Q (7979.640000 sec): 3 clusters
  Score: Raw -34084.395105 + Penalty 2756.186719 = -31328.208387
  nChanged 3
		SP:Iteration 7Q (7979.640000 sec): 3 clusters
  Score: Raw -34100.221766 + Penalty 2756.186719 = -31344.035047
  nChanged 3
		SP:Iteration 8Q (7979.650000 sec): 3 clusters
  Score: Raw -34118.080677 + Penalty 2756.186719 = -31361.893958
  nChanged 5
		SP:Iteration 9Q (7979.650000 sec): 3 clusters
  Score: Raw -34167.136285 + Penalty 2756.186719 = -31410.949566
  nChanged 4
		SP:Iteration 10Q (7979.650000 sec): 3 clusters
  Score: Raw -34200.873541 + Penalty 2756.186719 = -31444.686822
  nChanged 1
		SP:Iteration 11Q (7979.650000 sec): 3 clusters
  Score: Raw -34203.403186 + Penalty 2756.186719 = -31447.216467
  nChanged 0
		SP:Iteration 12F (7979.650000 sec): 3 clusters
  Score: Raw -34203.403186 + Penalty 2756.186719 = -31447.216467
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13788 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7979.700000 sec): 2 clusters
  Score: Raw -2058082.362425 + Penalty 2363.825374 = -2055718.537051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7979.740000 sec): 3 clusters
  Score: Raw -2050517.711847 + Penalty 4727.650748 = -2045790.061099
  nChanged 5837
		SP:Iteration 1F (7979.790000 sec): 3 clusters
  Score: Raw -2053649.847205 + Penalty 4727.650748 = -2048922.196457
  nChanged 820
		SP:Iteration 2F (7979.840000 sec): 3 clusters
  Score: Raw -2054000.198635 + Penalty 4727.650748 = -2049272.547887
  nChanged 706
		SP:Iteration 3F (7979.880000 sec): 3 clusters
  Score: Raw -2054297.846905 + Penalty 4727.650748 = -2049570.196156
  nChanged 614
		SP:Iteration 4Q (7979.930000 sec): 3 clusters
  Score: Raw -2054563.275196 + Penalty 4727.650748 = -2049835.624448
  nChanged 583
		SP:Iteration 5Q (7979.980000 sec): 3 clusters
  Score: Raw -2054863.079662 + Penalty 4727.650748 = -2050135.428914
  nChanged 634
		SP:Iteration 6Q (7980.020000 sec): 3 clusters
  Score: Raw -2055218.932458 + Penalty 4727.650748 = -2050491.281710
  nChanged 666
		SP:Iteration 7Q (7980.070000 sec): 3 clusters
  Score: Raw -2055632.445030 + Penalty 4727.650748 = -2050904.794282
  nChanged 691
		SP:Iteration 8F (7980.110000 sec): 3 clusters
  Score: Raw -2056103.346332 + Penalty 4727.650748 = -2051375.695584
  nChanged 690
		SP:Iteration 9F (7980.160000 sec): 3 clusters
  Score: Raw -2056619.512886 + Penalty 4727.650748 = -2051891.862138
  nChanged 609
		SP:Iteration 10Q (7980.200000 sec): 3 clusters
  Score: Raw -2057112.804694 + Penalty 4727.650748 = -2052385.153946
  nChanged 482
		SP:Iteration 11Q (7980.250000 sec): 3 clusters
  Score: Raw -2057519.139396 + Penalty 4727.650748 = -2052791.488648
  nChanged 349
		SP:Iteration 12Q (7980.300000 sec): 3 clusters
  Score: Raw -2057836.661696 + Penalty 4727.650748 = -2053109.010948
  nChanged 226
		SP:Iteration 13Q (7980.340000 sec): 3 clusters
  Score: Raw -2058045.141382 + Penalty 4727.650748 = -2053317.490634
  nChanged 124
		SP:Iteration 14Q (7980.380000 sec): 3 clusters
  Score: Raw -2058160.756316 + Penalty 4727.650748 = -2053433.105568
  nChanged 69
		SP:Iteration 15Q (7980.420000 sec): 3 clusters
  Score: Raw -2058234.925396 + Penalty 4727.650748 = -2053507.274648
  nChanged 55
		SP:Iteration 16Q (7980.450000 sec): 3 clusters
  Score: Raw -2058295.361067 + Penalty 4727.650748 = -2053567.710319
  nChanged 29
		SP:Iteration 17Q (7980.490000 sec): 3 clusters
  Score: Raw -2058336.375175 + Penalty 4727.650748 = -2053608.724427
  nChanged 24
		SP:Iteration 18Q (7980.520000 sec): 3 clusters
  Score: Raw -2058359.418331 + Penalty 4727.650748 = -2053631.767583
  nChanged 13
		SP:Iteration 19Q (7980.560000 sec): 3 clusters
  Score: Raw -2058370.142804 + Penalty 4727.650748 = -2053642.492056
  nChanged 10
		SP:Iteration 20F (7980.600000 sec): 3 clusters
  Score: Raw -2058379.503224 + Penalty 4727.650748 = -2053651.852476
  nChanged 6
		SP:Iteration 21Q (7980.640000 sec): 3 clusters
  Score: Raw -2058383.464023 + Penalty 4727.650748 = -2053655.813275
  nChanged 5
		SP:Iteration 22Q (7980.680000 sec): 3 clusters
  Score: Raw -2058388.666166 + Penalty 4727.650748 = -2053661.015418
  nChanged 2
		SP:Iteration 23Q (7980.710000 sec): 3 clusters
  Score: Raw -2058390.287230 + Penalty 4727.650748 = -2053662.636482
  nChanged 1
		SP:Iteration 24Q (7980.740000 sec): 3 clusters
  Score: Raw -2058390.778407 + Penalty 4727.650748 = -2053663.127659
  nChanged 3
		SP:Iteration 25Q (7980.780000 sec): 3 clusters
  Score: Raw -2058394.105858 + Penalty 4727.650748 = -2053666.455110
  nChanged 3
		SP:Iteration 26Q (7980.820000 sec): 3 clusters
  Score: Raw -2058397.729890 + Penalty 4727.650748 = -2053670.079142
  nChanged 4
		SP:Iteration 27Q (7980.850000 sec): 3 clusters
  Score: Raw -2058404.528737 + Penalty 4727.650748 = -2053676.877989
  nChanged 4
		SP:Iteration 28Q (7980.890000 sec): 3 clusters
  Score: Raw -2058407.324447 + Penalty 4727.650748 = -2053679.673698
  nChanged 4
		SP:Iteration 29Q (7980.920000 sec): 3 clusters
  Score: Raw -2058413.386571 + Penalty 4727.650748 = -2053685.735823
  nChanged 1
		SP:Iteration 30Q (7980.960000 sec): 3 clusters
  Score: Raw -2058413.828581 + Penalty 4727.650748 = -2053686.177833
  nChanged 1
		SP:Iteration 31Q (7980.990000 sec): 3 clusters
  Score: Raw -2058414.531223 + Penalty 4727.650748 = -2053686.880474
  nChanged 0
		SP:Iteration 32F (7981.040000 sec): 3 clusters
  Score: Raw -2058414.531223 + Penalty 4727.650748 = -2053686.880474
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7981.280000 sec): 2 clusters
  Score: Raw -10201194.362927 + Penalty 2765.891272 = -10198428.471655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7981.540000 sec): 3 clusters
  Score: Raw -10156999.761627 + Penalty 5531.782545 = -10151467.979082
  nChanged 32802
		SP:Iteration 1F (7981.800000 sec): 3 clusters
  Score: Raw -10175462.629249 + Penalty 5531.782545 = -10169930.846705
  nChanged 2587
		SP:Iteration 2Q (7982.060000 sec): 3 clusters
  Score: Raw -10176123.660481 + Penalty 5531.782545 = -10170591.877936
  nChanged 2626
		SP:Iteration 3Q (7982.310000 sec): 3 clusters
  Score: Raw -10176941.918741 + Penalty 5531.782545 = -10171410.136197
  nChanged 3085
		SP:Iteration 4Q (7982.560000 sec): 3 clusters
  Score: Raw -10178104.838421 + Penalty 5531.782545 = -10172573.055877
  nChanged 3680
		SP:Iteration 5F (7982.820000 sec): 3 clusters
  Score: Raw -10179885.061797 + Penalty 5531.782545 = -10174353.279252
  nChanged 4361
		SP:Iteration 6F (7983.080000 sec): 3 clusters
  Score: Raw -10182490.198101 + Penalty 5531.782545 = -10176958.415556
  nChanged 4968
		SP:Iteration 7F (7983.330000 sec): 3 clusters
  Score: Raw -10186019.288279 + Penalty 5531.782545 = -10180487.505734
  nChanged 5201
		SP:Iteration 8F (7983.580000 sec): 3 clusters
  Score: Raw -10190222.309229 + Penalty 5531.782545 = -10184690.526684
  nChanged 4614
		SP:Iteration 9F (7983.820000 sec): 3 clusters
  Score: Raw -10194177.932705 + Penalty 5531.782545 = -10188646.150161
  nChanged 3562
		SP:Iteration 10F (7984.070000 sec): 3 clusters
  Score: Raw -10197327.785761 + Penalty 5531.782545 = -10191796.003216
  nChanged 2361
		SP:Iteration 11Q (7984.320000 sec): 3 clusters
  Score: Raw -10199472.106760 + Penalty 5531.782545 = -10193940.324215
  nChanged 1273
		SP:Iteration 12Q (7984.560000 sec): 3 clusters
  Score: Raw -10200568.794043 + Penalty 5531.782545 = -10195037.011498
  nChanged 564
		SP:Iteration 13Q (7984.760000 sec): 3 clusters
  Score: Raw -10201021.674154 + Penalty 5531.782545 = -10195489.891609
  nChanged 266
		SP:Iteration 14Q (7984.960000 sec): 3 clusters
  Score: Raw -10201244.813867 + Penalty 5531.782545 = -10195713.031323
  nChanged 147
		SP:Iteration 15Q (7985.150000 sec): 3 clusters
  Score: Raw -10201367.940779 + Penalty 5531.782545 = -10195836.158234
  nChanged 103
		SP:Iteration 16Q (7985.340000 sec): 3 clusters
  Score: Raw -10201458.425343 + Penalty 5531.782545 = -10195926.642798
  nChanged 64
		SP:Iteration 17Q (7985.520000 sec): 3 clusters
  Score: Raw -10201509.070947 + Penalty 5531.782545 = -10195977.288402
  nChanged 37
		SP:Iteration 18Q (7985.700000 sec): 3 clusters
  Score: Raw -10201537.578247 + Penalty 5531.782545 = -10196005.795703
  nChanged 31
		SP:Iteration 19Q (7985.880000 sec): 3 clusters
  Score: Raw -10201558.055150 + Penalty 5531.782545 = -10196026.272605
  nChanged 15
		SP:Iteration 20F (7986.120000 sec): 3 clusters
  Score: Raw -10201567.094540 + Penalty 5531.782545 = -10196035.311995
  nChanged 10
		SP:Iteration 21Q (7986.300000 sec): 3 clusters
  Score: Raw -10201575.634751 + Penalty 5531.782545 = -10196043.852206
  nChanged 7
		SP:Iteration 22Q (7986.490000 sec): 3 clusters
  Score: Raw -10201581.609152 + Penalty 5531.782545 = -10196049.826607
  nChanged 9
		SP:Iteration 23Q (7986.660000 sec): 3 clusters
  Score: Raw -10201590.509891 + Penalty 5531.782545 = -10196058.727347
  nChanged 10
		SP:Iteration 24Q (7986.840000 sec): 3 clusters
  Score: Raw -10201597.497149 + Penalty 5531.782545 = -10196065.714605
  nChanged 1
		SP:Iteration 25Q (7987.020000 sec): 3 clusters
  Score: Raw -10201598.796791 + Penalty 5531.782545 = -10196067.014247
  nChanged 2
		SP:Iteration 26Q (7987.200000 sec): 3 clusters
  Score: Raw -10201600.593931 + Penalty 5531.782545 = -10196068.811386
  nChanged 3
		SP:Iteration 27Q (7987.380000 sec): 3 clusters
  Score: Raw -10201602.135550 + Penalty 5531.782545 = -10196070.353006
  nChanged 2
		SP:Iteration 28Q (7987.560000 sec): 3 clusters
  Score: Raw -10201605.346746 + Penalty 5531.782545 = -10196073.564201
  nChanged 2
		SP:Iteration 29Q (7987.730000 sec): 3 clusters
  Score: Raw -10201608.136967 + Penalty 5531.782545 = -10196076.354422
  nChanged 2
		SP:Iteration 30Q (7987.910000 sec): 3 clusters
  Score: Raw -10201610.034265 + Penalty 5531.782545 = -10196078.251720
  nChanged 1
		SP:Iteration 31Q (7988.090000 sec): 3 clusters
  Score: Raw -10201610.384964 + Penalty 5531.782545 = -10196078.602419
  nChanged 1
		SP:Iteration 32Q (7988.280000 sec): 3 clusters
  Score: Raw -10201611.102427 + Penalty 5531.782545 = -10196079.319882
  nChanged 2
		SP:Iteration 33Q (7988.450000 sec): 3 clusters
  Score: Raw -10201611.743937 + Penalty 5531.782545 = -10196079.961392
  nChanged 1
		SP:Iteration 34Q (7988.630000 sec): 3 clusters
  Score: Raw -10201612.011507 + Penalty 5531.782545 = -10196080.228962
  nChanged 0
		SP:Iteration 35F (7988.880000 sec): 3 clusters
  Score: Raw -10201612.011507 + Penalty 5531.782545 = -10196080.228962
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7988.920000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7988.930000 sec): 3 clusters
  Score: Raw -385273.985994 + Penalty 3923.652944 = -381350.333050
  nChanged 919
		SP:Iteration 1F (7988.940000 sec): 3 clusters
  Score: Raw -385847.332885 + Penalty 3923.652944 = -381923.679942
  nChanged 176
		SP:Iteration 2F (7988.940000 sec): 3 clusters
  Score: Raw -385963.051473 + Penalty 3923.652944 = -382039.398530
  nChanged 102
		SP:Iteration 3Q (7988.950000 sec): 3 clusters
  Score: Raw -386034.182361 + Penalty 3923.652944 = -382110.529417
  nChanged 71
		SP:Iteration 4Q (7988.960000 sec): 3 clusters
  Score: Raw -386083.912087 + Penalty 3923.652944 = -382160.259143
  nChanged 56
		SP:Iteration 5Q (7988.970000 sec): 3 clusters
  Score: Raw -386109.545980 + Penalty 3923.652944 = -382185.893036
  nChanged 30
		SP:Iteration 6Q (7988.980000 sec): 3 clusters
  Score: Raw -386127.050091 + Penalty 3923.652944 = -382203.397147
  nChanged 31
		SP:Iteration 7Q (7988.990000 sec): 3 clusters
  Score: Raw -386142.066127 + Penalty 3923.652944 = -382218.413184
  nChanged 32
		SP:Iteration 8Q (7989.000000 sec): 3 clusters
  Score: Raw -386162.342609 + Penalty 3923.652944 = -382238.689666
  nChanged 33
		SP:Iteration 9Q (7989.010000 sec): 3 clusters
  Score: Raw -386180.653058 + Penalty 3923.652944 = -382257.000115
  nChanged 24
		SP:Iteration 10Q (7989.020000 sec): 3 clusters
  Score: Raw -386192.968529 + Penalty 3923.652944 = -382269.315586
  nChanged 24
		SP:Iteration 11Q (7989.030000 sec): 3 clusters
  Score: Raw -386208.143214 + Penalty 3923.652944 = -382284.490270
  nChanged 19
		SP:Iteration 12Q (7989.040000 sec): 3 clusters
  Score: Raw -386217.759332 + Penalty 3923.652944 = -382294.106389
  nChanged 17
		SP:Iteration 13Q (7989.050000 sec): 3 clusters
  Score: Raw -386226.629595 + Penalty 3923.652944 = -382302.976651
  nChanged 16
		SP:Iteration 14Q (7989.060000 sec): 3 clusters
  Score: Raw -386235.253919 + Penalty 3923.652944 = -382311.600975
  nChanged 18
		SP:Iteration 15Q (7989.060000 sec): 3 clusters
  Score: Raw -386245.778859 + Penalty 3923.652944 = -382322.125916
  nChanged 20
		SP:Iteration 16Q (7989.070000 sec): 3 clusters
  Score: Raw -386256.302266 + Penalty 3923.652944 = -382332.649323
  nChanged 10
		SP:Iteration 17Q (7989.080000 sec): 3 clusters
  Score: Raw -386262.480460 + Penalty 3923.652944 = -382338.827517
  nChanged 10
		SP:Iteration 18Q (7989.090000 sec): 3 clusters
  Score: Raw -386266.437475 + Penalty 3923.652944 = -382342.784531
  nChanged 8
		SP:Iteration 19Q (7989.100000 sec): 3 clusters
  Score: Raw -386270.150864 + Penalty 3923.652944 = -382346.497920
  nChanged 4
		SP:Iteration 20F (7989.110000 sec): 3 clusters
  Score: Raw -386271.182298 + Penalty 3923.652944 = -382347.529355
  nChanged 5
		SP:Iteration 21Q (7989.120000 sec): 3 clusters
  Score: Raw -386273.461961 + Penalty 3923.652944 = -382349.809017
  nChanged 6
		SP:Iteration 22Q (7989.130000 sec): 3 clusters
  Score: Raw -386275.802899 + Penalty 3923.652944 = -382352.149956
  nChanged 6
		SP:Iteration 23Q (7989.140000 sec): 3 clusters
  Score: Raw -386279.808703 + Penalty 3923.652944 = -382356.155760
  nChanged 6
		SP:Iteration 24Q (7989.150000 sec): 3 clusters
  Score: Raw -386282.812719 + Penalty 3923.652944 = -382359.159775
  nChanged 8
		SP:Iteration 25Q (7989.160000 sec): 3 clusters
  Score: Raw -386287.114139 + Penalty 3923.652944 = -382363.461196
  nChanged 8
		SP:Iteration 26Q (7989.160000 sec): 3 clusters
  Score: Raw -386290.699950 + Penalty 3923.652944 = -382367.047007
  nChanged 6
		SP:Iteration 27Q (7989.180000 sec): 3 clusters
  Score: Raw -386293.151072 + Penalty 3923.652944 = -382369.498129
  nChanged 7
		SP:Iteration 28Q (7989.180000 sec): 3 clusters
  Score: Raw -386297.160893 + Penalty 3923.652944 = -382373.507949
  nChanged 12
		SP:Iteration 29Q (7989.190000 sec): 3 clusters
  Score: Raw -386305.773462 + Penalty 3923.652944 = -382382.120519
  nChanged 11
		SP:Iteration 30Q (7989.200000 sec): 3 clusters
  Score: Raw -386312.855621 + Penalty 3923.652944 = -382389.202677
  nChanged 11
		SP:Iteration 31Q (7989.210000 sec): 3 clusters
  Score: Raw -386319.542888 + Penalty 3923.652944 = -382395.889944
  nChanged 12
		SP:Iteration 32Q (7989.220000 sec): 3 clusters
  Score: Raw -386326.795795 + Penalty 3923.652944 = -382403.142851
  nChanged 7
		SP:Iteration 33Q (7989.230000 sec): 3 clusters
  Score: Raw -386330.148800 + Penalty 3923.652944 = -382406.495856
  nChanged 5
		SP:Iteration 34Q (7989.240000 sec): 3 clusters
  Score: Raw -386333.451203 + Penalty 3923.652944 = -382409.798259
  nChanged 7
		SP:Iteration 35Q (7989.250000 sec): 3 clusters
  Score: Raw -386338.006086 + Penalty 3923.652944 = -382414.353142
  nChanged 6
		SP:Iteration 36Q (7989.260000 sec): 3 clusters
  Score: Raw -386339.737924 + Penalty 3923.652944 = -382416.084980
  nChanged 0
		SP:Iteration 37F (7989.260000 sec): 3 clusters
  Score: Raw -386339.737924 + Penalty 3923.652944 = -382416.084980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7989.270000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7989.280000 sec): 3 clusters
  Score: Raw -168814.713196 + Penalty 3494.272938 = -165320.440258
  nChanged 314
		SP:Iteration 1F (7989.280000 sec): 3 clusters
  Score: Raw -169137.198231 + Penalty 3494.272938 = -165642.925292
  nChanged 76
		SP:Iteration 2F (7989.280000 sec): 3 clusters
  Score: Raw -169225.045796 + Penalty 3494.272938 = -165730.772858
  nChanged 33
		SP:Iteration 3Q (7989.290000 sec): 3 clusters
  Score: Raw -169261.155565 + Penalty 3494.272938 = -165766.882627
  nChanged 19
		SP:Iteration 4Q (7989.290000 sec): 3 clusters
  Score: Raw -169284.663245 + Penalty 3494.272938 = -165790.390307
  nChanged 10
		SP:Iteration 5Q (7989.290000 sec): 3 clusters
  Score: Raw -169298.966679 + Penalty 3494.272938 = -165804.693741
  nChanged 13
		SP:Iteration 6Q (7989.300000 sec): 3 clusters
  Score: Raw -169314.941428 + Penalty 3494.272938 = -165820.668490
  nChanged 3
		SP:Iteration 7Q (7989.300000 sec): 3 clusters
  Score: Raw -169317.233273 + Penalty 3494.272938 = -165822.960335
  nChanged 1
		SP:Iteration 8Q (7989.300000 sec): 3 clusters
  Score: Raw -169318.104373 + Penalty 3494.272938 = -165823.831435
  nChanged 1
		SP:Iteration 9Q (7989.310000 sec): 3 clusters
  Score: Raw -169319.085341 + Penalty 3494.272938 = -165824.812403
  nChanged 3
		SP:Iteration 10Q (7989.310000 sec): 3 clusters
  Score: Raw -169322.218925 + Penalty 3494.272938 = -165827.945987
  nChanged 3
		SP:Iteration 11Q (7989.320000 sec): 3 clusters
  Score: Raw -169325.641208 + Penalty 3494.272938 = -165831.368270
  nChanged 1
		SP:Iteration 12Q (7989.320000 sec): 3 clusters
  Score: Raw -169326.239958 + Penalty 3494.272938 = -165831.967020
  nChanged 1
		SP:Iteration 13Q (7989.320000 sec): 3 clusters
  Score: Raw -169327.132636 + Penalty 3494.272938 = -165832.859698
  nChanged 1
		SP:Iteration 14Q (7989.330000 sec): 3 clusters
  Score: Raw -169328.058997 + Penalty 3494.272938 = -165833.786059
  nChanged 2
		SP:Iteration 15Q (7989.330000 sec): 3 clusters
  Score: Raw -169330.560320 + Penalty 3494.272938 = -165836.287382
  nChanged 2
		SP:Iteration 16Q (7989.340000 sec): 3 clusters
  Score: Raw -169332.690646 + Penalty 3494.272938 = -165838.417707
  nChanged 1
		SP:Iteration 17Q (7989.340000 sec): 3 clusters
  Score: Raw -169333.315918 + Penalty 3494.272938 = -165839.042980
  nChanged 0
		SP:Iteration 18F (7989.340000 sec): 3 clusters
  Score: Raw -169333.315918 + Penalty 3494.272938 = -165839.042980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7989.350000 sec): 2 clusters
  Score: Raw -257203.131277 + Penalty 1864.614590 = -255338.516687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7989.360000 sec): 3 clusters
  Score: Raw -256694.228034 + Penalty 3729.229180 = -252964.998855
  nChanged 622
		SP:Iteration 1F (7989.360000 sec): 3 clusters
  Score: Raw -257621.444510 + Penalty 3729.229180 = -253892.215330
  nChanged 236
		SP:Iteration 2F (7989.370000 sec): 3 clusters
  Score: Raw -258143.303788 + Penalty 3729.229180 = -254414.074609
  nChanged 167
		SP:Iteration 3F (7989.380000 sec): 3 clusters
  Score: Raw -258445.445594 + Penalty 3729.229180 = -254716.216415
  nChanged 107
		SP:Iteration 4F (7989.380000 sec): 3 clusters
  Score: Raw -258610.158495 + Penalty 3729.229180 = -254880.929316
  nChanged 73
		SP:Iteration 5Q (7989.390000 sec): 3 clusters
  Score: Raw -258721.770502 + Penalty 3729.229180 = -254992.541323
  nChanged 38
		SP:Iteration 6Q (7989.390000 sec): 3 clusters
  Score: Raw -258787.300336 + Penalty 3729.229180 = -255058.071157
  nChanged 28
		SP:Iteration 7Q (7989.400000 sec): 3 clusters
  Score: Raw -258838.499784 + Penalty 3729.229180 = -255109.270605
  nChanged 15
		SP:Iteration 8Q (7989.400000 sec): 3 clusters
  Score: Raw -258865.658867 + Penalty 3729.229180 = -255136.429688
  nChanged 15
		SP:Iteration 9Q (7989.410000 sec): 3 clusters
  Score: Raw -258887.348466 + Penalty 3729.229180 = -255158.119287
  nChanged 9
		SP:Iteration 10Q (7989.420000 sec): 3 clusters
  Score: Raw -258895.786035 + Penalty 3729.229180 = -255166.556856
  nChanged 5
		SP:Iteration 11Q (7989.420000 sec): 3 clusters
  Score: Raw -258901.921112 + Penalty 3729.229180 = -255172.691932
  nChanged 4
		SP:Iteration 12Q (7989.430000 sec): 3 clusters
  Score: Raw -258904.558100 + Penalty 3729.229180 = -255175.328921
  nChanged 3
		SP:Iteration 13Q (7989.430000 sec): 3 clusters
  Score: Raw -258909.016185 + Penalty 3729.229180 = -255179.787006
  nChanged 3
		SP:Iteration 14Q (7989.440000 sec): 3 clusters
  Score: Raw -258910.669789 + Penalty 3729.229180 = -255181.440610
  nChanged 1
		SP:Iteration 15Q (7989.440000 sec): 3 clusters
  Score: Raw -258911.485793 + Penalty 3729.229180 = -255182.256613
  nChanged 0
		SP:Iteration 16F (7989.450000 sec): 3 clusters
  Score: Raw -258911.485793 + Penalty 3729.229180 = -255182.256613
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10876 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7989.480000 sec): 2 clusters
  Score: Raw -1661921.867796 + Penalty 2304.989824 = -1659616.877973
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7989.520000 sec): 3 clusters
  Score: Raw -1655923.550001 + Penalty 4609.979648 = -1651313.570353
  nChanged 4579
		SP:Iteration 1F (7989.560000 sec): 3 clusters
  Score: Raw -1658317.625542 + Penalty 4609.979648 = -1653707.645894
  nChanged 691
		SP:Iteration 2F (7989.600000 sec): 3 clusters
  Score: Raw -1658587.145613 + Penalty 4609.979648 = -1653977.165965
  nChanged 481
		SP:Iteration 3Q (7989.640000 sec): 3 clusters
  Score: Raw -1658764.647978 + Penalty 4609.979648 = -1654154.668331
  nChanged 378
		SP:Iteration 4Q (7989.680000 sec): 3 clusters
  Score: Raw -1658908.498848 + Penalty 4609.979648 = -1654298.519200
  nChanged 322
		SP:Iteration 5Q (7989.720000 sec): 3 clusters
  Score: Raw -1659028.802603 + Penalty 4609.979648 = -1654418.822955
  nChanged 289
		SP:Iteration 6Q (7989.750000 sec): 3 clusters
  Score: Raw -1659152.827409 + Penalty 4609.979648 = -1654542.847762
  nChanged 292
		SP:Iteration 7Q (7989.790000 sec): 3 clusters
  Score: Raw -1659288.811065 + Penalty 4609.979648 = -1654678.831418
  nChanged 332
		SP:Iteration 8Q (7989.830000 sec): 3 clusters
  Score: Raw -1659430.351067 + Penalty 4609.979648 = -1654820.371419
  nChanged 326
		SP:Iteration 9Q (7989.870000 sec): 3 clusters
  Score: Raw -1659576.750564 + Penalty 4609.979648 = -1654966.770916
  nChanged 321
		SP:Iteration 10Q (7989.900000 sec): 3 clusters
  Score: Raw -1659732.396567 + Penalty 4609.979648 = -1655122.416919
  nChanged 314
		SP:Iteration 11Q (7989.940000 sec): 3 clusters
  Score: Raw -1659883.401700 + Penalty 4609.979648 = -1655273.422053
  nChanged 310
		SP:Iteration 12Q (7989.980000 sec): 3 clusters
  Score: Raw -1660028.880508 + Penalty 4609.979648 = -1655418.900861
  nChanged 329
		SP:Iteration 13Q (7990.010000 sec): 3 clusters
  Score: Raw -1660196.825528 + Penalty 4609.979648 = -1655586.845880
  nChanged 329
		SP:Iteration 14Q (7990.050000 sec): 3 clusters
  Score: Raw -1660371.300107 + Penalty 4609.979648 = -1655761.320459
  nChanged 340
		SP:Iteration 15Q (7990.090000 sec): 3 clusters
  Score: Raw -1660565.127143 + Penalty 4609.979648 = -1655955.147495
  nChanged 345
		SP:Iteration 16Q (7990.120000 sec): 3 clusters
  Score: Raw -1660786.267180 + Penalty 4609.979648 = -1656176.287532
  nChanged 345
		SP:Iteration 17Q (7990.160000 sec): 3 clusters
  Score: Raw -1661011.739431 + Penalty 4609.979648 = -1656401.759783
  nChanged 311
		SP:Iteration 18Q (7990.190000 sec): 3 clusters
  Score: Raw -1661230.490860 + Penalty 4609.979648 = -1656620.511212
  nChanged 294
		SP:Iteration 19Q (7990.230000 sec): 3 clusters
  Score: Raw -1661437.184403 + Penalty 4609.979648 = -1656827.204755
  nChanged 258
		SP:Iteration 20F (7990.260000 sec): 3 clusters
  Score: Raw -1661631.219221 + Penalty 4609.979648 = -1657021.239574
  nChanged 212
		SP:Iteration 21Q (7990.290000 sec): 3 clusters
  Score: Raw -1661778.049978 + Penalty 4609.979648 = -1657168.070330
  nChanged 146
		SP:Iteration 22Q (7990.330000 sec): 3 clusters
  Score: Raw -1661881.444586 + Penalty 4609.979648 = -1657271.464938
  nChanged 98
		SP:Iteration 23Q (7990.350000 sec): 3 clusters
  Score: Raw -1661946.457022 + Penalty 4609.979648 = -1657336.477375
  nChanged 77
		SP:Iteration 24Q (7990.390000 sec): 3 clusters
  Score: Raw -1662000.028310 + Penalty 4609.979648 = -1657390.048662
  nChanged 64
		SP:Iteration 25Q (7990.410000 sec): 3 clusters
  Score: Raw -1662048.126255 + Penalty 4609.979648 = -1657438.146607
  nChanged 48
		SP:Iteration 26Q (7990.440000 sec): 3 clusters
  Score: Raw -1662083.371688 + Penalty 4609.979648 = -1657473.392041
  nChanged 38
		SP:Iteration 27Q (7990.470000 sec): 3 clusters
  Score: Raw -1662113.592336 + Penalty 4609.979648 = -1657503.612689
  nChanged 38
		SP:Iteration 28Q (7990.500000 sec): 3 clusters
  Score: Raw -1662142.958036 + Penalty 4609.979648 = -1657532.978389
  nChanged 34
		SP:Iteration 29Q (7990.530000 sec): 3 clusters
  Score: Raw -1662172.273522 + Penalty 4609.979648 = -1657562.293874
  nChanged 32
		SP:Iteration 30Q (7990.550000 sec): 3 clusters
  Score: Raw -1662194.432449 + Penalty 4609.979648 = -1657584.452801
  nChanged 22
		SP:Iteration 31Q (7990.580000 sec): 3 clusters
  Score: Raw -1662212.362822 + Penalty 4609.979648 = -1657602.383174
  nChanged 18
		SP:Iteration 32Q (7990.610000 sec): 3 clusters
  Score: Raw -1662228.385526 + Penalty 4609.979648 = -1657618.405878
  nChanged 12
		SP:Iteration 33Q (7990.640000 sec): 3 clusters
  Score: Raw -1662236.214801 + Penalty 4609.979648 = -1657626.235153
  nChanged 6
		SP:Iteration 34Q (7990.670000 sec): 3 clusters
  Score: Raw -1662240.118811 + Penalty 4609.979648 = -1657630.139163
  nChanged 7
		SP:Iteration 35Q (7990.690000 sec): 3 clusters
  Score: Raw -1662246.241401 + Penalty 4609.979648 = -1657636.261754
  nChanged 5
		SP:Iteration 36Q (7990.720000 sec): 3 clusters
  Score: Raw -1662249.639084 + Penalty 4609.979648 = -1657639.659436
  nChanged 4
		SP:Iteration 37Q (7990.750000 sec): 3 clusters
  Score: Raw -1662251.551390 + Penalty 4609.979648 = -1657641.571742
  nChanged 2
		SP:Iteration 38Q (7990.770000 sec): 3 clusters
  Score: Raw -1662252.459603 + Penalty 4609.979648 = -1657642.479956
  nChanged 0
		SP:Iteration 39F (7990.810000 sec): 3 clusters
  Score: Raw -1662252.459603 + Penalty 4609.979648 = -1657642.479956
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7990.850000 sec): 2 clusters
  Score: Raw -1984739.000685 + Penalty 2369.497749 = -1982369.502936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7990.900000 sec): 3 clusters
  Score: Raw -1976818.362714 + Penalty 4738.995498 = -1972079.367216
  nChanged 6020
		SP:Iteration 1F (7990.950000 sec): 3 clusters
  Score: Raw -1979949.235580 + Penalty 4738.995498 = -1975210.240082
  nChanged 810
		SP:Iteration 2F (7991.000000 sec): 3 clusters
  Score: Raw -1980310.222713 + Penalty 4738.995498 = -1975571.227215
  nChanged 745
		SP:Iteration 3F (7991.050000 sec): 3 clusters
  Score: Raw -1980653.142993 + Penalty 4738.995498 = -1975914.147495
  nChanged 684
		SP:Iteration 4Q (7991.090000 sec): 3 clusters
  Score: Raw -1980967.958828 + Penalty 4738.995498 = -1976228.963330
  nChanged 628
		SP:Iteration 5Q (7991.140000 sec): 3 clusters
  Score: Raw -1981252.462712 + Penalty 4738.995498 = -1976513.467214
  nChanged 590
		SP:Iteration 6Q (7991.190000 sec): 3 clusters
  Score: Raw -1981547.591878 + Penalty 4738.995498 = -1976808.596380
  nChanged 587
		SP:Iteration 7Q (7991.240000 sec): 3 clusters
  Score: Raw -1981855.075512 + Penalty 4738.995498 = -1977116.080014
  nChanged 584
		SP:Iteration 8Q (7991.290000 sec): 3 clusters
  Score: Raw -1982169.352336 + Penalty 4738.995498 = -1977430.356838
  nChanged 575
		SP:Iteration 9Q (7991.340000 sec): 3 clusters
  Score: Raw -1982487.870707 + Penalty 4738.995498 = -1977748.875209
  nChanged 556
		SP:Iteration 10Q (7991.390000 sec): 3 clusters
  Score: Raw -1982789.190842 + Penalty 4738.995498 = -1978050.195344
  nChanged 475
		SP:Iteration 11Q (7991.430000 sec): 3 clusters
  Score: Raw -1983037.077846 + Penalty 4738.995498 = -1978298.082348
  nChanged 451
		SP:Iteration 12Q (7991.480000 sec): 3 clusters
  Score: Raw -1983284.792854 + Penalty 4738.995498 = -1978545.797356
  nChanged 405
		SP:Iteration 13Q (7991.530000 sec): 3 clusters
  Score: Raw -1983501.606355 + Penalty 4738.995498 = -1978762.610857
  nChanged 400
		SP:Iteration 14Q (7991.570000 sec): 3 clusters
  Score: Raw -1983761.452231 + Penalty 4738.995498 = -1979022.456733
  nChanged 371
		SP:Iteration 15Q (7991.620000 sec): 3 clusters
  Score: Raw -1983995.699535 + Penalty 4738.995498 = -1979256.704037
  nChanged 305
		SP:Iteration 16Q (7991.660000 sec): 3 clusters
  Score: Raw -1984190.500228 + Penalty 4738.995498 = -1979451.504730
  nChanged 252
		SP:Iteration 17Q (7991.710000 sec): 3 clusters
  Score: Raw -1984323.169831 + Penalty 4738.995498 = -1979584.174333
  nChanged 195
		SP:Iteration 18Q (7991.750000 sec): 3 clusters
  Score: Raw -1984441.306467 + Penalty 4738.995498 = -1979702.310969
  nChanged 163
		SP:Iteration 19Q (7991.790000 sec): 3 clusters
  Score: Raw -1984539.150060 + Penalty 4738.995498 = -1979800.154562
  nChanged 156
		SP:Iteration 20F (7991.840000 sec): 3 clusters
  Score: Raw -1984619.958313 + Penalty 4738.995498 = -1979880.962816
  nChanged 125
		SP:Iteration 21Q (7991.880000 sec): 3 clusters
  Score: Raw -1984688.714075 + Penalty 4738.995498 = -1979949.718577
  nChanged 121
		SP:Iteration 22Q (7991.920000 sec): 3 clusters
  Score: Raw -1984747.525684 + Penalty 4738.995498 = -1980008.530186
  nChanged 90
		SP:Iteration 23Q (7991.960000 sec): 3 clusters
  Score: Raw -1984787.109755 + Penalty 4738.995498 = -1980048.114257
  nChanged 73
		SP:Iteration 24Q (7992.000000 sec): 3 clusters
  Score: Raw -1984821.523277 + Penalty 4738.995498 = -1980082.527779
  nChanged 71
		SP:Iteration 25Q (7992.040000 sec): 3 clusters
  Score: Raw -1984851.764854 + Penalty 4738.995498 = -1980112.769356
  nChanged 68
		SP:Iteration 26Q (7992.080000 sec): 3 clusters
  Score: Raw -1984881.935756 + Penalty 4738.995498 = -1980142.940258
  nChanged 56
		SP:Iteration 27Q (7992.120000 sec): 3 clusters
  Score: Raw -1984903.630187 + Penalty 4738.995498 = -1980164.634689
  nChanged 43
		SP:Iteration 28Q (7992.150000 sec): 3 clusters
  Score: Raw -1984919.327375 + Penalty 4738.995498 = -1980180.331877
  nChanged 39
		SP:Iteration 29Q (7992.190000 sec): 3 clusters
  Score: Raw -1984931.833638 + Penalty 4738.995498 = -1980192.838140
  nChanged 28
		SP:Iteration 30Q (7992.230000 sec): 3 clusters
  Score: Raw -1984941.594662 + Penalty 4738.995498 = -1980202.599165
  nChanged 29
		SP:Iteration 31Q (7992.270000 sec): 3 clusters
  Score: Raw -1984950.825290 + Penalty 4738.995498 = -1980211.829792
  nChanged 37
		SP:Iteration 32Q (7992.310000 sec): 3 clusters
  Score: Raw -1984963.376261 + Penalty 4738.995498 = -1980224.380763
  nChanged 35
		SP:Iteration 33Q (7992.350000 sec): 3 clusters
  Score: Raw -1984974.859845 + Penalty 4738.995498 = -1980235.864348
  nChanged 27
		SP:Iteration 34Q (7992.380000 sec): 3 clusters
  Score: Raw -1984983.818785 + Penalty 4738.995498 = -1980244.823287
  nChanged 22
		SP:Iteration 35Q (7992.420000 sec): 3 clusters
  Score: Raw -1984991.320472 + Penalty 4738.995498 = -1980252.324974
  nChanged 27
		SP:Iteration 36Q (7992.460000 sec): 3 clusters
  Score: Raw -1985000.663944 + Penalty 4738.995498 = -1980261.668446
  nChanged 22
		SP:Iteration 37Q (7992.490000 sec): 3 clusters
  Score: Raw -1985009.535445 + Penalty 4738.995498 = -1980270.539947
  nChanged 18
		SP:Iteration 38Q (7992.530000 sec): 3 clusters
  Score: Raw -1985015.741450 + Penalty 4738.995498 = -1980276.745952
  nChanged 19
		SP:Iteration 39Q (7992.570000 sec): 3 clusters
  Score: Raw -1985021.720003 + Penalty 4738.995498 = -1980282.724505
  nChanged 21
		SP:Iteration 40F (7992.620000 sec): 3 clusters
  Score: Raw -1985028.123422 + Penalty 4738.995498 = -1980289.127924
  nChanged 20
		SP:Iteration 41Q (7992.650000 sec): 3 clusters
  Score: Raw -1985035.678308 + Penalty 4738.995498 = -1980296.682810
  nChanged 18
		SP:Iteration 42Q (7992.690000 sec): 3 clusters
  Score: Raw -1985043.112082 + Penalty 4738.995498 = -1980304.116584
  nChanged 20
		SP:Iteration 43Q (7992.730000 sec): 3 clusters
  Score: Raw -1985050.227921 + Penalty 4738.995498 = -1980311.232423
  nChanged 16
		SP:Iteration 44Q (7992.770000 sec): 3 clusters
  Score: Raw -1985054.803759 + Penalty 4738.995498 = -1980315.808261
  nChanged 19
		SP:Iteration 45Q (7992.810000 sec): 3 clusters
  Score: Raw -1985060.987610 + Penalty 4738.995498 = -1980321.992112
  nChanged 17
		SP:Iteration 46Q (7992.840000 sec): 3 clusters
  Score: Raw -1985067.997670 + Penalty 4738.995498 = -1980329.002172
  nChanged 17
		SP:Iteration 47Q (7992.880000 sec): 3 clusters
  Score: Raw -1985075.022171 + Penalty 4738.995498 = -1980336.026674
  nChanged 18
		SP:Iteration 48Q (7992.910000 sec): 3 clusters
  Score: Raw -1985082.861474 + Penalty 4738.995498 = -1980343.865976
  nChanged 24
		SP:Iteration 49Q (7992.950000 sec): 3 clusters
  Score: Raw -1985091.441146 + Penalty 4738.995498 = -1980352.445648
  nChanged 22
		SP:Iteration 50Q (7992.990000 sec): 3 clusters
  Score: Raw -1985103.346866 + Penalty 4738.995498 = -1980364.351369
  nChanged 26
		SP:Iteration 51Q (7993.030000 sec): 3 clusters
  Score: Raw -1985117.284715 + Penalty 4738.995498 = -1980378.289217
  nChanged 26
		SP:Iteration 52Q (7993.070000 sec): 3 clusters
  Score: Raw -1985126.959333 + Penalty 4738.995498 = -1980387.963835
  nChanged 19
		SP:Iteration 53Q (7993.100000 sec): 3 clusters
  Score: Raw -1985135.658617 + Penalty 4738.995498 = -1980396.663120
  nChanged 16
		SP:Iteration 54Q (7993.140000 sec): 3 clusters
  Score: Raw -1985140.698954 + Penalty 4738.995498 = -1980401.703456
  nChanged 9
		SP:Iteration 55Q (7993.170000 sec): 3 clusters
  Score: Raw -1985145.810298 + Penalty 4738.995498 = -1980406.814800
  nChanged 14
		SP:Iteration 56Q (7993.210000 sec): 3 clusters
  Score: Raw -1985152.959075 + Penalty 4738.995498 = -1980413.963578
  nChanged 10
		SP:Iteration 57Q (7993.250000 sec): 3 clusters
  Score: Raw -1985156.558716 + Penalty 4738.995498 = -1980417.563218
  nChanged 8
		SP:Iteration 58Q (7993.290000 sec): 3 clusters
  Score: Raw -1985160.710870 + Penalty 4738.995498 = -1980421.715372
  nChanged 7
		SP:Iteration 59Q (7993.320000 sec): 3 clusters
  Score: Raw -1985164.425069 + Penalty 4738.995498 = -1980425.429571
  nChanged 3
		SP:Iteration 60F (7993.370000 sec): 3 clusters
  Score: Raw -1985165.609073 + Penalty 4738.995498 = -1980426.613575
  nChanged 2
		SP:Iteration 61Q (7993.410000 sec): 3 clusters
  Score: Raw -1985166.771161 + Penalty 4738.995498 = -1980427.775663
  nChanged 6
		SP:Iteration 62Q (7993.440000 sec): 3 clusters
  Score: Raw -1985169.068021 + Penalty 4738.995498 = -1980430.072523
  nChanged 4
		SP:Iteration 63Q (7993.480000 sec): 3 clusters
  Score: Raw -1985169.969602 + Penalty 4738.995498 = -1980430.974104
  nChanged 1
		SP:Iteration 64Q (7993.520000 sec): 3 clusters
  Score: Raw -1985170.150578 + Penalty 4738.995498 = -1980431.155080
  nChanged 0
		SP:Iteration 65F (7993.560000 sec): 3 clusters
  Score: Raw -1985170.150578 + Penalty 4738.995498 = -1980431.155080
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7993.570000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7993.570000 sec): 3 clusters
  Score: Raw -73222.322890 + Penalty 3074.445443 = -70147.877447
  nChanged 72
		SP:Iteration 1F (7993.580000 sec): 3 clusters
  Score: Raw -73365.413741 + Penalty 3074.445443 = -70290.968298
  nChanged 17
		SP:Iteration 2Q (7993.580000 sec): 3 clusters
  Score: Raw -73404.452581 + Penalty 3074.445443 = -70330.007138
  nChanged 6
		SP:Iteration 3Q (7993.580000 sec): 3 clusters
  Score: Raw -73416.282198 + Penalty 3074.445443 = -70341.836755
  nChanged 2
		SP:Iteration 4Q (7993.580000 sec): 3 clusters
  Score: Raw -73420.205228 + Penalty 3074.445443 = -70345.759785
  nChanged 1
		SP:Iteration 5Q (7993.580000 sec): 3 clusters
  Score: Raw -73422.969099 + Penalty 3074.445443 = -70348.523656
  nChanged 1
		SP:Iteration 6Q (7993.590000 sec): 3 clusters
  Score: Raw -73423.910940 + Penalty 3074.445443 = -70349.465496
  nChanged 0
		SP:Iteration 7F (7993.590000 sec): 3 clusters
  Score: Raw -73423.910940 + Penalty 3074.445443 = -70349.465496
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7993.590000 sec): 2 clusters
  Score: Raw -309960.698442 + Penalty 1905.712369 = -308054.986074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7993.600000 sec): 3 clusters
  Score: Raw -309089.080655 + Penalty 3811.424738 = -305277.655917
  nChanged 714
		SP:Iteration 1F (7993.610000 sec): 3 clusters
  Score: Raw -309564.465783 + Penalty 3811.424738 = -305753.041045
  nChanged 164
		SP:Iteration 2F (7993.620000 sec): 3 clusters
  Score: Raw -309703.264451 + Penalty 3811.424738 = -305891.839713
  nChanged 94
		SP:Iteration 3Q (7993.630000 sec): 3 clusters
  Score: Raw -309779.591675 + Penalty 3811.424738 = -305968.166937
  nChanged 62
		SP:Iteration 4Q (7993.630000 sec): 3 clusters
  Score: Raw -309824.301444 + Penalty 3811.424738 = -306012.876707
  nChanged 45
		SP:Iteration 5Q (7993.640000 sec): 3 clusters
  Score: Raw -309850.693693 + Penalty 3811.424738 = -306039.268956
  nChanged 25
		SP:Iteration 6Q (7993.650000 sec): 3 clusters
  Score: Raw -309869.662746 + Penalty 3811.424738 = -306058.238008
  nChanged 21
		SP:Iteration 7Q (7993.650000 sec): 3 clusters
  Score: Raw -309885.867543 + Penalty 3811.424738 = -306074.442805
  nChanged 17
		SP:Iteration 8Q (7993.660000 sec): 3 clusters
  Score: Raw -309897.897758 + Penalty 3811.424738 = -306086.473020
  nChanged 17
		SP:Iteration 9Q (7993.670000 sec): 3 clusters
  Score: Raw -309908.903093 + Penalty 3811.424738 = -306097.478355
  nChanged 17
		SP:Iteration 10Q (7993.670000 sec): 3 clusters
  Score: Raw -309920.188103 + Penalty 3811.424738 = -306108.763366
  nChanged 15
		SP:Iteration 11Q (7993.680000 sec): 3 clusters
  Score: Raw -309929.252242 + Penalty 3811.424738 = -306117.827505
  nChanged 10
		SP:Iteration 12Q (7993.690000 sec): 3 clusters
  Score: Raw -309934.180842 + Penalty 3811.424738 = -306122.756105
  nChanged 11
		SP:Iteration 13Q (7993.700000 sec): 3 clusters
  Score: Raw -309940.480869 + Penalty 3811.424738 = -306129.056131
  nChanged 6
		SP:Iteration 14Q (7993.710000 sec): 3 clusters
  Score: Raw -309944.520896 + Penalty 3811.424738 = -306133.096158
  nChanged 4
		SP:Iteration 15Q (7993.710000 sec): 3 clusters
  Score: Raw -309946.791394 + Penalty 3811.424738 = -306135.366656
  nChanged 3
		SP:Iteration 16Q (7993.720000 sec): 3 clusters
  Score: Raw -309948.262731 + Penalty 3811.424738 = -306136.837994
  nChanged 3
		SP:Iteration 17Q (7993.730000 sec): 3 clusters
  Score: Raw -309949.987537 + Penalty 3811.424738 = -306138.562800
  nChanged 3
		SP:Iteration 18Q (7993.730000 sec): 3 clusters
  Score: Raw -309952.484343 + Penalty 3811.424738 = -306141.059606
  nChanged 3
		SP:Iteration 19Q (7993.740000 sec): 3 clusters
  Score: Raw -309955.925222 + Penalty 3811.424738 = -306144.500485
  nChanged 5
		SP:Iteration 20F (7993.750000 sec): 3 clusters
  Score: Raw -309959.078814 + Penalty 3811.424738 = -306147.654076
  nChanged 6
		SP:Iteration 21Q (7993.760000 sec): 3 clusters
  Score: Raw -309961.999839 + Penalty 3811.424738 = -306150.575101
  nChanged 4
		SP:Iteration 22Q (7993.760000 sec): 3 clusters
  Score: Raw -309964.973355 + Penalty 3811.424738 = -306153.548617
  nChanged 4
		SP:Iteration 23Q (7993.770000 sec): 3 clusters
  Score: Raw -309966.367989 + Penalty 3811.424738 = -306154.943251
  nChanged 2
		SP:Iteration 24Q (7993.780000 sec): 3 clusters
  Score: Raw -309967.593634 + Penalty 3811.424738 = -306156.168896
  nChanged 0
		SP:Iteration 25F (7993.790000 sec): 3 clusters
  Score: Raw -309967.593634 + Penalty 3811.424738 = -306156.168896
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7993.890000 sec): 2 clusters
  Score: Raw -4594982.282276 + Penalty 2568.412983 = -4592413.869294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7994.000000 sec): 3 clusters
  Score: Raw -4575970.624280 + Penalty 5136.825965 = -4570833.798314
  nChanged 14370
		SP:Iteration 1F (7994.110000 sec): 3 clusters
  Score: Raw -4583830.593971 + Penalty 5136.825965 = -4578693.768006
  nChanged 1468
		SP:Iteration 2Q (7994.220000 sec): 3 clusters
  Score: Raw -4584385.938462 + Penalty 5136.825965 = -4579249.112497
  nChanged 1514
		SP:Iteration 3Q (7994.330000 sec): 3 clusters
  Score: Raw -4585120.697455 + Penalty 5136.825965 = -4579983.871489
  nChanged 1769
		SP:Iteration 4F (7994.430000 sec): 3 clusters
  Score: Raw -4586121.483572 + Penalty 5136.825965 = -4580984.657607
  nChanged 2105
		SP:Iteration 5F (7994.550000 sec): 3 clusters
  Score: Raw -4587476.856546 + Penalty 5136.825965 = -4582340.030580
  nChanged 2322
		SP:Iteration 6F (7994.650000 sec): 3 clusters
  Score: Raw -4589109.398099 + Penalty 5136.825965 = -4583972.572133
  nChanged 2285
		SP:Iteration 7F (7994.770000 sec): 3 clusters
  Score: Raw -4590849.859486 + Penalty 5136.825965 = -4585713.033520
  nChanged 1963
		SP:Iteration 8F (7994.880000 sec): 3 clusters
  Score: Raw -4592417.465453 + Penalty 5136.825965 = -4587280.639487
  nChanged 1386
		SP:Iteration 9Q (7994.990000 sec): 3 clusters
  Score: Raw -4593647.818735 + Penalty 5136.825965 = -4588510.992770
  nChanged 883
		SP:Iteration 10Q (7995.100000 sec): 3 clusters
  Score: Raw -4594855.991029 + Penalty 5136.825965 = -4589719.165063
  nChanged 483
		SP:Iteration 11Q (7995.210000 sec): 3 clusters
  Score: Raw -4595697.509354 + Penalty 5136.825965 = -4590560.683389
  nChanged 265
		SP:Iteration 12Q (7995.300000 sec): 3 clusters
  Score: Raw -4595812.468932 + Penalty 5136.825965 = -4590675.642966
  nChanged 161
		SP:Iteration 13Q (7995.380000 sec): 3 clusters
  Score: Raw -4595868.024595 + Penalty 5136.825965 = -4590731.198630
  nChanged 112
		SP:Iteration 14Q (7995.470000 sec): 3 clusters
  Score: Raw -4595898.779898 + Penalty 5136.825965 = -4590761.953933
  nChanged 83
		SP:Iteration 15Q (7995.550000 sec): 3 clusters
  Score: Raw -4595919.168815 + Penalty 5136.825965 = -4590782.342849
  nChanged 66
		SP:Iteration 16Q (7995.640000 sec): 3 clusters
  Score: Raw -4595932.446027 + Penalty 5136.825965 = -4590795.620061
  nChanged 40
		SP:Iteration 17Q (7995.720000 sec): 3 clusters
  Score: Raw -4595938.401632 + Penalty 5136.825965 = -4590801.575666
  nChanged 31
		SP:Iteration 18Q (7995.810000 sec): 3 clusters
  Score: Raw -4595944.048927 + Penalty 5136.825965 = -4590807.222962
  nChanged 26
		SP:Iteration 19Q (7995.890000 sec): 3 clusters
  Score: Raw -4595948.668365 + Penalty 5136.825965 = -4590811.842399
  nChanged 30
		SP:Iteration 20F (7996.000000 sec): 3 clusters
  Score: Raw -4595954.051673 + Penalty 5136.825965 = -4590817.225707
  nChanged 24
		SP:Iteration 21Q (7996.090000 sec): 3 clusters
  Score: Raw -4595957.968564 + Penalty 5136.825965 = -4590821.142599
  nChanged 16
		SP:Iteration 22Q (7996.170000 sec): 3 clusters
  Score: Raw -4595960.589011 + Penalty 5136.825965 = -4590823.763046
  nChanged 18
		SP:Iteration 23Q (7996.250000 sec): 3 clusters
  Score: Raw -4595964.803887 + Penalty 5136.825965 = -4590827.977921
  nChanged 24
		SP:Iteration 24Q (7996.340000 sec): 3 clusters
  Score: Raw -4595969.999212 + Penalty 5136.825965 = -4590833.173247
  nChanged 20
		SP:Iteration 25Q (7996.430000 sec): 3 clusters
  Score: Raw -4595972.780972 + Penalty 5136.825965 = -4590835.955006
  nChanged 14
		SP:Iteration 26Q (7996.510000 sec): 3 clusters
  Score: Raw -4595974.932097 + Penalty 5136.825965 = -4590838.106132
  nChanged 13
		SP:Iteration 27Q (7996.600000 sec): 3 clusters
  Score: Raw -4595977.036234 + Penalty 5136.825965 = -4590840.210268
  nChanged 15
		SP:Iteration 28Q (7996.680000 sec): 3 clusters
  Score: Raw -4595980.149098 + Penalty 5136.825965 = -4590843.323133
  nChanged 13
		SP:Iteration 29Q (7996.770000 sec): 3 clusters
  Score: Raw -4595982.579849 + Penalty 5136.825965 = -4590845.753884
  nChanged 11
		SP:Iteration 30Q (7996.850000 sec): 3 clusters
  Score: Raw -4595984.509436 + Penalty 5136.825965 = -4590847.683471
  nChanged 9
		SP:Iteration 31Q (7996.940000 sec): 3 clusters
  Score: Raw -4595985.393909 + Penalty 5136.825965 = -4590848.567943
  nChanged 6
		SP:Iteration 32Q (7997.020000 sec): 3 clusters
  Score: Raw -4595986.153621 + Penalty 5136.825965 = -4590849.327656
  nChanged 5
		SP:Iteration 33Q (7997.110000 sec): 3 clusters
  Score: Raw -4595986.655582 + Penalty 5136.825965 = -4590849.829617
  nChanged 4
		SP:Iteration 34Q (7997.190000 sec): 3 clusters
  Score: Raw -4595987.234910 + Penalty 5136.825965 = -4590850.408944
  nChanged 5
		SP:Iteration 35Q (7997.270000 sec): 3 clusters
  Score: Raw -4595987.938218 + Penalty 5136.825965 = -4590851.112252
  nChanged 5
		SP:Iteration 36Q (7997.350000 sec): 3 clusters
  Score: Raw -4595988.608660 + Penalty 5136.825965 = -4590851.782695
  nChanged 3
		SP:Iteration 37Q (7997.440000 sec): 3 clusters
  Score: Raw -4595989.018908 + Penalty 5136.825965 = -4590852.192942
  nChanged 3
		SP:Iteration 38Q (7997.520000 sec): 3 clusters
  Score: Raw -4595989.233455 + Penalty 5136.825965 = -4590852.407489
  nChanged 0
		SP:Iteration 39F (7997.630000 sec): 3 clusters
  Score: Raw -4595989.233455 + Penalty 5136.825965 = -4590852.407489
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98610 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7997.950000 sec): 2 clusters
  Score: Raw -14339891.367177 + Penalty 2851.734133 = -14337039.633044
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7998.320000 sec): 3 clusters
  Score: Raw -14276706.570424 + Penalty 5703.468266 = -14271003.102158
  nChanged 46574
		SP:Iteration 1F (7998.670000 sec): 3 clusters
  Score: Raw -14303002.363773 + Penalty 5703.468266 = -14297298.895507
  nChanged 3143
		SP:Iteration 2Q (7999.040000 sec): 3 clusters
  Score: Raw -14303731.150172 + Penalty 5703.468266 = -14298027.681906
  nChanged 3181
		SP:Iteration 3Q (7999.400000 sec): 3 clusters
  Score: Raw -14304530.984830 + Penalty 5703.468266 = -14298827.516564
  nChanged 3265
		SP:Iteration 4Q (7999.770000 sec): 3 clusters
  Score: Raw -14305462.868553 + Penalty 5703.468266 = -14299759.400287
  nChanged 3604
		SP:Iteration 5Q (8000.130000 sec): 3 clusters
  Score: Raw -14306630.842867 + Penalty 5703.468266 = -14300927.374601
  nChanged 3931
		SP:Iteration 6Q (8000.510000 sec): 3 clusters
  Score: Raw -14308164.056104 + Penalty 5703.468266 = -14302460.587838
  nChanged 4420
		SP:Iteration 7Q (8000.870000 sec): 3 clusters
  Score: Raw -14310157.710111 + Penalty 5703.468266 = -14304454.241845
  nChanged 4828
		SP:Iteration 8Q (8001.240000 sec): 3 clusters
  Score: Raw -14312761.113904 + Penalty 5703.468266 = -14307057.645638
  nChanged 5463
		SP:Iteration 9F (8001.600000 sec): 3 clusters
  Score: Raw -14316030.400703 + Penalty 5703.468266 = -14310326.932437
  nChanged 5522
		SP:Iteration 10F (8001.950000 sec): 3 clusters
  Score: Raw -14319571.301421 + Penalty 5703.468266 = -14313867.833155
  nChanged 5190
		SP:Iteration 11F (8002.310000 sec): 3 clusters
  Score: Raw -14322767.196378 + Penalty 5703.468266 = -14317063.728113
  nChanged 4344
		SP:Iteration 12Q (8002.660000 sec): 3 clusters
  Score: Raw -14324986.144215 + Penalty 5703.468266 = -14319282.675949
  nChanged 3265
		SP:Iteration 13Q (8003.010000 sec): 3 clusters
  Score: Raw -14326353.223712 + Penalty 5703.468266 = -14320649.755446
  nChanged 2544
		SP:Iteration 14Q (8003.350000 sec): 3 clusters
  Score: Raw -14327308.707449 + Penalty 5703.468266 = -14321605.239183
  nChanged 2091
		SP:Iteration 15Q (8003.680000 sec): 3 clusters
  Score: Raw -14328053.597695 + Penalty 5703.468266 = -14322350.129429
  nChanged 1925
		SP:Iteration 16Q (8004.010000 sec): 3 clusters
  Score: Raw -14328767.076561 + Penalty 5703.468266 = -14323063.608295
  nChanged 1898
		SP:Iteration 17Q (8004.340000 sec): 3 clusters
  Score: Raw -14329499.870727 + Penalty 5703.468266 = -14323796.402461
  nChanged 1965
		SP:Iteration 18Q (8004.660000 sec): 3 clusters
  Score: Raw -14330299.504340 + Penalty 5703.468266 = -14324596.036074
  nChanged 1952
		SP:Iteration 19Q (8004.980000 sec): 3 clusters
  Score: Raw -14331134.262552 + Penalty 5703.468266 = -14325430.794286
  nChanged 1931
		SP:Iteration 20F (8005.330000 sec): 3 clusters
  Score: Raw -14331979.512490 + Penalty 5703.468266 = -14326276.044224
  nChanged 1880
		SP:Iteration 21Q (8005.640000 sec): 3 clusters
  Score: Raw -14332858.939975 + Penalty 5703.468266 = -14327155.471709
  nChanged 1851
		SP:Iteration 22Q (8005.940000 sec): 3 clusters
  Score: Raw -14333794.751189 + Penalty 5703.468266 = -14328091.282923
  nChanged 1786
		SP:Iteration 23Q (8006.240000 sec): 3 clusters
  Score: Raw -14334744.431884 + Penalty 5703.468266 = -14329040.963618
  nChanged 1614
		SP:Iteration 24Q (8006.530000 sec): 3 clusters
  Score: Raw -14335646.898859 + Penalty 5703.468266 = -14329943.430594
  nChanged 1549
		SP:Iteration 25Q (8006.820000 sec): 3 clusters
  Score: Raw -14336577.848903 + Penalty 5703.468266 = -14330874.380637
  nChanged 1364
		SP:Iteration 26Q (8007.100000 sec): 3 clusters
  Score: Raw -14337419.070609 + Penalty 5703.468266 = -14331715.602343
  nChanged 1137
		SP:Iteration 27Q (8007.370000 sec): 3 clusters
  Score: Raw -14338111.948492 + Penalty 5703.468266 = -14332408.480226
  nChanged 905
		SP:Iteration 28Q (8007.640000 sec): 3 clusters
  Score: Raw -14338654.940966 + Penalty 5703.468266 = -14332951.472700
  nChanged 704
		SP:Iteration 29Q (8007.910000 sec): 3 clusters
  Score: Raw -14339093.231137 + Penalty 5703.468266 = -14333389.762871
  nChanged 532
		SP:Iteration 30Q (8008.170000 sec): 3 clusters
  Score: Raw -14339425.867531 + Penalty 5703.468266 = -14333722.399265
  nChanged 384
		SP:Iteration 31Q (8008.430000 sec): 3 clusters
  Score: Raw -14339653.741439 + Penalty 5703.468266 = -14333950.273173
  nChanged 254
		SP:Iteration 32Q (8008.680000 sec): 3 clusters
  Score: Raw -14339812.628634 + Penalty 5703.468266 = -14334109.160368
  nChanged 182
		SP:Iteration 33Q (8008.940000 sec): 3 clusters
  Score: Raw -14339929.322155 + Penalty 5703.468266 = -14334225.853889
  nChanged 125
		SP:Iteration 34Q (8009.190000 sec): 3 clusters
  Score: Raw -14340007.526537 + Penalty 5703.468266 = -14334304.058271
  nChanged 81
		SP:Iteration 35Q (8009.440000 sec): 3 clusters
  Score: Raw -14340052.500879 + Penalty 5703.468266 = -14334349.032613
  nChanged 56
		SP:Iteration 36Q (8009.690000 sec): 3 clusters
  Score: Raw -14340086.474209 + Penalty 5703.468266 = -14334383.005944
  nChanged 43
		SP:Iteration 37Q (8009.940000 sec): 3 clusters
  Score: Raw -14340120.226745 + Penalty 5703.468266 = -14334416.758479
  nChanged 46
		SP:Iteration 38Q (8010.190000 sec): 3 clusters
  Score: Raw -14340151.608592 + Penalty 5703.468266 = -14334448.140326
  nChanged 34
		SP:Iteration 39Q (8010.440000 sec): 3 clusters
  Score: Raw -14340173.739401 + Penalty 5703.468266 = -14334470.271135
  nChanged 18
		SP:Iteration 40F (8010.790000 sec): 3 clusters
  Score: Raw -14340183.680377 + Penalty 5703.468266 = -14334480.212111
  nChanged 10
		SP:Iteration 41Q (8011.040000 sec): 3 clusters
  Score: Raw -14340189.245750 + Penalty 5703.468266 = -14334485.777484
  nChanged 9
		SP:Iteration 42Q (8011.280000 sec): 3 clusters
  Score: Raw -14340194.678734 + Penalty 5703.468266 = -14334491.210468
  nChanged 6
		SP:Iteration 43Q (8011.530000 sec): 3 clusters
  Score: Raw -14340199.677363 + Penalty 5703.468266 = -14334496.209097
  nChanged 10
		SP:Iteration 44Q (8011.780000 sec): 3 clusters
  Score: Raw -14340206.876377 + Penalty 5703.468266 = -14334503.408112
  nChanged 10
		SP:Iteration 45Q (8012.040000 sec): 3 clusters
  Score: Raw -14340213.041321 + Penalty 5703.468266 = -14334509.573055
  nChanged 8
		SP:Iteration 46Q (8012.280000 sec): 3 clusters
  Score: Raw -14340218.225179 + Penalty 5703.468266 = -14334514.756914
  nChanged 5
		SP:Iteration 47Q (8012.530000 sec): 3 clusters
  Score: Raw -14340220.893891 + Penalty 5703.468266 = -14334517.425625
  nChanged 3
		SP:Iteration 48Q (8012.780000 sec): 3 clusters
  Score: Raw -14340222.689630 + Penalty 5703.468266 = -14334519.221364
  nChanged 3
		SP:Iteration 49Q (8013.030000 sec): 3 clusters
  Score: Raw -14340224.908377 + Penalty 5703.468266 = -14334521.440111
  nChanged 3
		SP:Iteration 50Q (8013.280000 sec): 3 clusters
  Score: Raw -14340227.570762 + Penalty 5703.468266 = -14334524.102496
  nChanged 2
		SP:Iteration 51Q (8013.530000 sec): 3 clusters
  Score: Raw -14340228.471555 + Penalty 5703.468266 = -14334525.003289
  nChanged 0
		SP:Iteration 52F (8013.880000 sec): 3 clusters
  Score: Raw -14340228.471555 + Penalty 5703.468266 = -14334525.003289
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8014.020000 sec): 2 clusters
  Score: Raw -5638375.688677 + Penalty 2604.440064 = -5635771.248613
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8014.140000 sec): 3 clusters
  Score: Raw -5616364.539931 + Penalty 5208.880128 = -5611155.659803
  nChanged 16468
		SP:Iteration 1F (8014.270000 sec): 3 clusters
  Score: Raw -5625527.414244 + Penalty 5208.880128 = -5620318.534116
  nChanged 1682
		SP:Iteration 2Q (8014.400000 sec): 3 clusters
  Score: Raw -5626117.834340 + Penalty 5208.880128 = -5620908.954212
  nChanged 1692
		SP:Iteration 3Q (8014.530000 sec): 3 clusters
  Score: Raw -5626795.490206 + Penalty 5208.880128 = -5621586.610078
  nChanged 1841
		SP:Iteration 4F (8014.660000 sec): 3 clusters
  Score: Raw -5627711.088987 + Penalty 5208.880128 = -5622502.208859
  nChanged 2131
		SP:Iteration 5F (8014.800000 sec): 3 clusters
  Score: Raw -5629022.063287 + Penalty 5208.880128 = -5623813.183159
  nChanged 2328
		SP:Iteration 6F (8014.930000 sec): 3 clusters
  Score: Raw -5630698.805806 + Penalty 5208.880128 = -5625489.925678
  nChanged 2407
		SP:Iteration 7F (8015.060000 sec): 3 clusters
  Score: Raw -5632651.138461 + Penalty 5208.880128 = -5627442.258333
  nChanged 2194
		SP:Iteration 8F (8015.180000 sec): 3 clusters
  Score: Raw -5634513.869651 + Penalty 5208.880128 = -5629304.989523
  nChanged 1813
		SP:Iteration 9Q (8015.310000 sec): 3 clusters
  Score: Raw -5636086.810439 + Penalty 5208.880128 = -5630877.930311
  nChanged 1278
		SP:Iteration 10Q (8015.430000 sec): 3 clusters
  Score: Raw -5637160.396735 + Penalty 5208.880128 = -5631951.516607
  nChanged 823
		SP:Iteration 11Q (8015.540000 sec): 3 clusters
  Score: Raw -5637846.690665 + Penalty 5208.880128 = -5632637.810536
  nChanged 489
		SP:Iteration 12Q (8015.640000 sec): 3 clusters
  Score: Raw -5638240.763563 + Penalty 5208.880128 = -5633031.883435
  nChanged 250
		SP:Iteration 13Q (8015.740000 sec): 3 clusters
  Score: Raw -5638446.457326 + Penalty 5208.880128 = -5633237.577198
  nChanged 144
		SP:Iteration 14Q (8015.840000 sec): 3 clusters
  Score: Raw -5638562.454772 + Penalty 5208.880128 = -5633353.574644
  nChanged 86
		SP:Iteration 15Q (8015.940000 sec): 3 clusters
  Score: Raw -5638631.159581 + Penalty 5208.880128 = -5633422.279452
  nChanged 48
		SP:Iteration 16Q (8016.040000 sec): 3 clusters
  Score: Raw -5638670.863177 + Penalty 5208.880128 = -5633461.983049
  nChanged 38
		SP:Iteration 17Q (8016.130000 sec): 3 clusters
  Score: Raw -5638697.956264 + Penalty 5208.880128 = -5633489.076136
  nChanged 19
		SP:Iteration 18Q (8016.220000 sec): 3 clusters
  Score: Raw -5638711.959669 + Penalty 5208.880128 = -5633503.079541
  nChanged 11
		SP:Iteration 19Q (8016.320000 sec): 3 clusters
  Score: Raw -5638718.916827 + Penalty 5208.880128 = -5633510.036699
  nChanged 5
		SP:Iteration 20F (8016.440000 sec): 3 clusters
  Score: Raw -5638722.171624 + Penalty 5208.880128 = -5633513.291495
  nChanged 3
		SP:Iteration 21Q (8016.530000 sec): 3 clusters
  Score: Raw -5638724.170496 + Penalty 5208.880128 = -5633515.290367
  nChanged 3
		SP:Iteration 22Q (8016.620000 sec): 3 clusters
  Score: Raw -5638725.780672 + Penalty 5208.880128 = -5633516.900544
  nChanged 0
		SP:Iteration 23F (8016.750000 sec): 3 clusters
  Score: Raw -5638725.780672 + Penalty 5208.880128 = -5633516.900544
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98667 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8017.070000 sec): 2 clusters
  Score: Raw -14575222.912612 + Penalty 2851.877444 = -14572371.035168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8017.420000 sec): 3 clusters
  Score: Raw -14511955.997204 + Penalty 5703.754888 = -14506252.242316
  nChanged 46683
		SP:Iteration 1F (8017.790000 sec): 3 clusters
  Score: Raw -14538677.845076 + Penalty 5703.754888 = -14532974.090188
  nChanged 2857
		SP:Iteration 2Q (8018.150000 sec): 3 clusters
  Score: Raw -14539244.154113 + Penalty 5703.754888 = -14533540.399225
  nChanged 2748
		SP:Iteration 3Q (8018.520000 sec): 3 clusters
  Score: Raw -14539797.829021 + Penalty 5703.754888 = -14534094.074133
  nChanged 2754
		SP:Iteration 4Q (8018.900000 sec): 3 clusters
  Score: Raw -14540381.031682 + Penalty 5703.754888 = -14534677.276794
  nChanged 2774
		SP:Iteration 5Q (8019.260000 sec): 3 clusters
  Score: Raw -14541023.962998 + Penalty 5703.754888 = -14535320.208110
  nChanged 2917
		SP:Iteration 6Q (8019.640000 sec): 3 clusters
  Score: Raw -14541769.277598 + Penalty 5703.754888 = -14536065.522710
  nChanged 3049
		SP:Iteration 7Q (8020.000000 sec): 3 clusters
  Score: Raw -14542633.070520 + Penalty 5703.754888 = -14536929.315632
  nChanged 3283
		SP:Iteration 8Q (8020.370000 sec): 3 clusters
  Score: Raw -14543701.775063 + Penalty 5703.754888 = -14537998.020175
  nChanged 3580
		SP:Iteration 9Q (8020.740000 sec): 3 clusters
  Score: Raw -14544941.711139 + Penalty 5703.754888 = -14539237.956251
  nChanged 3804
		SP:Iteration 10Q (8021.100000 sec): 3 clusters
  Score: Raw -14546419.325388 + Penalty 5703.754888 = -14540715.570500
  nChanged 4056
		SP:Iteration 11Q (8021.460000 sec): 3 clusters
  Score: Raw -14548076.265191 + Penalty 5703.754888 = -14542372.510303
  nChanged 4069
		SP:Iteration 12Q (8021.820000 sec): 3 clusters
  Score: Raw -14549827.724098 + Penalty 5703.754888 = -14544123.969209
  nChanged 4029
		SP:Iteration 13Q (8022.190000 sec): 3 clusters
  Score: Raw -14551618.291005 + Penalty 5703.754888 = -14545914.536117
  nChanged 3999
		SP:Iteration 14Q (8022.560000 sec): 3 clusters
  Score: Raw -14553487.929987 + Penalty 5703.754888 = -14547784.175099
  nChanged 4205
		SP:Iteration 15Q (8022.920000 sec): 3 clusters
  Score: Raw -14555658.251237 + Penalty 5703.754888 = -14549954.496349
  nChanged 4749
		SP:Iteration 16Q (8023.280000 sec): 3 clusters
  Score: Raw -14558336.618708 + Penalty 5703.754888 = -14552632.863820
  nChanged 5199
		SP:Iteration 17F (8023.640000 sec): 3 clusters
  Score: Raw -14561484.700020 + Penalty 5703.754888 = -14555780.945132
  nChanged 5283
		SP:Iteration 18F (8023.990000 sec): 3 clusters
  Score: Raw -14564845.608395 + Penalty 5703.754888 = -14559141.853506
  nChanged 4832
		SP:Iteration 19Q (8024.330000 sec): 3 clusters
  Score: Raw -14568028.220887 + Penalty 5703.754888 = -14562324.465999
  nChanged 4052
		SP:Iteration 20F (8024.690000 sec): 3 clusters
  Score: Raw -14570722.921720 + Penalty 5703.754888 = -14565019.166832
  nChanged 2890
		SP:Iteration 21Q (8025.000000 sec): 3 clusters
  Score: Raw -14572645.288410 + Penalty 5703.754888 = -14566941.533522
  nChanged 1914
		SP:Iteration 22Q (8025.300000 sec): 3 clusters
  Score: Raw -14573873.258087 + Penalty 5703.754888 = -14568169.503199
  nChanged 1172
		SP:Iteration 23Q (8025.590000 sec): 3 clusters
  Score: Raw -14574604.918488 + Penalty 5703.754888 = -14568901.163600
  nChanged 702
		SP:Iteration 24Q (8025.860000 sec): 3 clusters
  Score: Raw -14575034.517180 + Penalty 5703.754888 = -14569330.762292
  nChanged 404
		SP:Iteration 25Q (8026.130000 sec): 3 clusters
  Score: Raw -14575256.445792 + Penalty 5703.754888 = -14569552.690903
  nChanged 253
		SP:Iteration 26Q (8026.390000 sec): 3 clusters
  Score: Raw -14575399.012599 + Penalty 5703.754888 = -14569695.257711
  nChanged 157
		SP:Iteration 27Q (8026.650000 sec): 3 clusters
  Score: Raw -14575485.281316 + Penalty 5703.754888 = -14569781.526428
  nChanged 112
		SP:Iteration 28Q (8026.910000 sec): 3 clusters
  Score: Raw -14575545.825445 + Penalty 5703.754888 = -14569842.070557
  nChanged 85
		SP:Iteration 29Q (8027.170000 sec): 3 clusters
  Score: Raw -14575595.149068 + Penalty 5703.754888 = -14569891.394180
  nChanged 72
		SP:Iteration 30Q (8027.430000 sec): 3 clusters
  Score: Raw -14575642.449538 + Penalty 5703.754888 = -14569938.694650
  nChanged 75
		SP:Iteration 31Q (8027.690000 sec): 3 clusters
  Score: Raw -14575682.865765 + Penalty 5703.754888 = -14569979.110876
  nChanged 54
		SP:Iteration 32Q (8027.960000 sec): 3 clusters
  Score: Raw -14575712.397914 + Penalty 5703.754888 = -14570008.643026
  nChanged 39
		SP:Iteration 33Q (8028.220000 sec): 3 clusters
  Score: Raw -14575732.641001 + Penalty 5703.754888 = -14570028.886113
  nChanged 28
		SP:Iteration 34Q (8028.490000 sec): 3 clusters
  Score: Raw -14575746.462935 + Penalty 5703.754888 = -14570042.708046
  nChanged 20
		SP:Iteration 35Q (8028.760000 sec): 3 clusters
  Score: Raw -14575757.339909 + Penalty 5703.754888 = -14570053.585021
  nChanged 15
		SP:Iteration 36Q (8029.020000 sec): 3 clusters
  Score: Raw -14575765.188027 + Penalty 5703.754888 = -14570061.433139
  nChanged 21
		SP:Iteration 37Q (8029.270000 sec): 3 clusters
  Score: Raw -14575775.825982 + Penalty 5703.754888 = -14570072.071093
  nChanged 16
		SP:Iteration 38Q (8029.530000 sec): 3 clusters
  Score: Raw -14575784.224123 + Penalty 5703.754888 = -14570080.469235
  nChanged 13
		SP:Iteration 39Q (8029.790000 sec): 3 clusters
  Score: Raw -14575790.494299 + Penalty 5703.754888 = -14570086.739411
  nChanged 11
		SP:Iteration 40F (8030.140000 sec): 3 clusters
  Score: Raw -14575795.987780 + Penalty 5703.754888 = -14570092.232892
  nChanged 8
		SP:Iteration 41Q (8030.400000 sec): 3 clusters
  Score: Raw -14575799.136485 + Penalty 5703.754888 = -14570095.381596
  nChanged 5
		SP:Iteration 42Q (8030.660000 sec): 3 clusters
  Score: Raw -14575801.275288 + Penalty 5703.754888 = -14570097.520400
  nChanged 7
		SP:Iteration 43Q (8030.920000 sec): 3 clusters
  Score: Raw -14575805.667135 + Penalty 5703.754888 = -14570101.912247
  nChanged 9
		SP:Iteration 44Q (8031.170000 sec): 3 clusters
  Score: Raw -14575809.405942 + Penalty 5703.754888 = -14570105.651054
  nChanged 6
		SP:Iteration 45Q (8031.430000 sec): 3 clusters
  Score: Raw -14575812.086134 + Penalty 5703.754888 = -14570108.331246
  nChanged 3
		SP:Iteration 46Q (8031.690000 sec): 3 clusters
  Score: Raw -14575813.081983 + Penalty 5703.754888 = -14570109.327095
  nChanged 3
		SP:Iteration 47Q (8031.950000 sec): 3 clusters
  Score: Raw -14575814.508203 + Penalty 5703.754888 = -14570110.753315
  nChanged 1
		SP:Iteration 48Q (8032.200000 sec): 3 clusters
  Score: Raw -14575814.947241 + Penalty 5703.754888 = -14570111.192353
  nChanged 3
		SP:Iteration 49Q (8032.460000 sec): 3 clusters
  Score: Raw -14575816.600720 + Penalty 5703.754888 = -14570112.845832
  nChanged 3
		SP:Iteration 50Q (8032.710000 sec): 3 clusters
  Score: Raw -14575818.199945 + Penalty 5703.754888 = -14570114.445057
  nChanged 4
		SP:Iteration 51Q (8032.970000 sec): 3 clusters
  Score: Raw -14575820.149013 + Penalty 5703.754888 = -14570116.394125
  nChanged 3
		SP:Iteration 52Q (8033.220000 sec): 3 clusters
  Score: Raw -14575821.582643 + Penalty 5703.754888 = -14570117.827755
  nChanged 3
		SP:Iteration 53Q (8033.470000 sec): 3 clusters
  Score: Raw -14575823.232594 + Penalty 5703.754888 = -14570119.477706
  nChanged 2
		SP:Iteration 54Q (8033.730000 sec): 3 clusters
  Score: Raw -14575824.100324 + Penalty 5703.754888 = -14570120.345435
  nChanged 2
		SP:Iteration 55Q (8033.980000 sec): 3 clusters
  Score: Raw -14575825.076438 + Penalty 5703.754888 = -14570121.321550
  nChanged 1
		SP:Iteration 56Q (8034.230000 sec): 3 clusters
  Score: Raw -14575825.404371 + Penalty 5703.754888 = -14570121.649483
  nChanged 2
		SP:Iteration 57Q (8034.490000 sec): 3 clusters
  Score: Raw -14575826.043735 + Penalty 5703.754888 = -14570122.288847
  nChanged 0
		SP:Iteration 58F (8034.830000 sec): 3 clusters
  Score: Raw -14575826.043735 + Penalty 5703.754888 = -14570122.288847
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8034.880000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8034.880000 sec): 3 clusters
  Score: Raw -22446.630264 + Penalty 2547.356025 = -19899.274239
  nChanged 13
		SP:Iteration 1F (8034.880000 sec): 3 clusters
  Score: Raw -22534.737248 + Penalty 2547.356025 = -19987.381223
  nChanged 3
		SP:Iteration 2Q (8034.880000 sec): 3 clusters
  Score: Raw -22556.959129 + Penalty 2547.356025 = -20009.603104
  nChanged 1
		SP:Iteration 3Q (8034.880000 sec): 3 clusters
  Score: Raw -22570.676458 + Penalty 2547.356025 = -20023.320433
  nChanged 0
		SP:Iteration 4F (8034.880000 sec): 3 clusters
  Score: Raw -22570.676458 + Penalty 2547.356025 = -20023.320433
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51083 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8035.050000 sec): 2 clusters
  Score: Raw -7501759.148521 + Penalty 2688.619346 = -7499070.529175
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8035.240000 sec): 3 clusters
  Score: Raw -7469757.755476 + Penalty 5377.238692 = -7464380.516784
  nChanged 23805
		SP:Iteration 1F (8035.420000 sec): 3 clusters
  Score: Raw -7483034.296183 + Penalty 5377.238692 = -7477657.057492
  nChanged 2230
		SP:Iteration 2Q (8035.610000 sec): 3 clusters
  Score: Raw -7483722.573964 + Penalty 5377.238692 = -7478345.335272
  nChanged 2101
		SP:Iteration 3Q (8035.800000 sec): 3 clusters
  Score: Raw -7484426.731310 + Penalty 5377.238692 = -7479049.492618
  nChanged 2223
		SP:Iteration 4Q (8035.980000 sec): 3 clusters
  Score: Raw -7485343.224155 + Penalty 5377.238692 = -7479965.985463
  nChanged 2706
		SP:Iteration 5F (8036.170000 sec): 3 clusters
  Score: Raw -7486772.587673 + Penalty 5377.238692 = -7481395.348981
  nChanged 3395
		SP:Iteration 6F (8036.350000 sec): 3 clusters
  Score: Raw -7489086.077174 + Penalty 5377.238692 = -7483708.838482
  nChanged 4091
		SP:Iteration 7F (8036.530000 sec): 3 clusters
  Score: Raw -7492535.400124 + Penalty 5377.238692 = -7487158.161432
  nChanged 4059
		SP:Iteration 8F (8036.710000 sec): 3 clusters
  Score: Raw -7496380.687632 + Penalty 5377.238692 = -7491003.448940
  nChanged 3096
		SP:Iteration 9F (8036.890000 sec): 3 clusters
  Score: Raw -7499462.621935 + Penalty 5377.238692 = -7494085.383243
  nChanged 1675
		SP:Iteration 10Q (8037.060000 sec): 3 clusters
  Score: Raw -7501064.212226 + Penalty 5377.238692 = -7495686.973534
  nChanged 622
		SP:Iteration 11Q (8037.220000 sec): 3 clusters
  Score: Raw -7501639.367211 + Penalty 5377.238692 = -7496262.128519
  nChanged 233
		SP:Iteration 12Q (8037.360000 sec): 3 clusters
  Score: Raw -7501884.174950 + Penalty 5377.238692 = -7496506.936259
  nChanged 92
		SP:Iteration 13Q (8037.490000 sec): 3 clusters
  Score: Raw -7501986.975332 + Penalty 5377.238692 = -7496609.736641
  nChanged 43
		SP:Iteration 14Q (8037.630000 sec): 3 clusters
  Score: Raw -7502034.621974 + Penalty 5377.238692 = -7496657.383283
  nChanged 26
		SP:Iteration 15Q (8037.760000 sec): 3 clusters
  Score: Raw -7502064.241046 + Penalty 5377.238692 = -7496687.002354
  nChanged 20
		SP:Iteration 16Q (8037.890000 sec): 3 clusters
  Score: Raw -7502082.911114 + Penalty 5377.238692 = -7496705.672422
  nChanged 12
		SP:Iteration 17Q (8038.030000 sec): 3 clusters
  Score: Raw -7502094.994142 + Penalty 5377.238692 = -7496717.755451
  nChanged 7
		SP:Iteration 18Q (8038.150000 sec): 3 clusters
  Score: Raw -7502101.688088 + Penalty 5377.238692 = -7496724.449396
  nChanged 3
		SP:Iteration 19Q (8038.280000 sec): 3 clusters
  Score: Raw -7502106.620021 + Penalty 5377.238692 = -7496729.381330
  nChanged 4
		SP:Iteration 20F (8038.470000 sec): 3 clusters
  Score: Raw -7502109.973160 + Penalty 5377.238692 = -7496732.734468
  nChanged 4
		SP:Iteration 21Q (8038.600000 sec): 3 clusters
  Score: Raw -7502112.786855 + Penalty 5377.238692 = -7496735.548163
  nChanged 1
		SP:Iteration 22Q (8038.730000 sec): 3 clusters
  Score: Raw -7502114.329112 + Penalty 5377.238692 = -7496737.090420
  nChanged 4
		SP:Iteration 23Q (8038.860000 sec): 3 clusters
  Score: Raw -7502118.995743 + Penalty 5377.238692 = -7496741.757052
  nChanged 1
		SP:Iteration 24Q (8038.990000 sec): 3 clusters
  Score: Raw -7502119.339572 + Penalty 5377.238692 = -7496742.100880
  nChanged 0
		SP:Iteration 25F (8039.180000 sec): 3 clusters
  Score: Raw -7502119.339572 + Penalty 5377.238692 = -7496742.100880
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8039.200000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8039.200000 sec): 3 clusters
  Score: Raw -76020.557404 + Penalty 3043.240186 = -72977.317218
  nChanged 103
		SP:Iteration 1F (8039.200000 sec): 3 clusters
  Score: Raw -76289.486162 + Penalty 3043.240186 = -73246.245976
  nChanged 48
		SP:Iteration 2F (8039.200000 sec): 3 clusters
  Score: Raw -76434.945519 + Penalty 3043.240186 = -73391.705333
  nChanged 35
		SP:Iteration 3F (8039.200000 sec): 3 clusters
  Score: Raw -76558.445765 + Penalty 3043.240186 = -73515.205580
  nChanged 23
		SP:Iteration 4Q (8039.210000 sec): 3 clusters
  Score: Raw -76635.403628 + Penalty 3043.240186 = -73592.163442
  nChanged 11
		SP:Iteration 5Q (8039.210000 sec): 3 clusters
  Score: Raw -76674.695227 + Penalty 3043.240186 = -73631.455041
  nChanged 5
		SP:Iteration 6Q (8039.210000 sec): 3 clusters
  Score: Raw -76713.735371 + Penalty 3043.240186 = -73670.495185
  nChanged 4
		SP:Iteration 7Q (8039.210000 sec): 3 clusters
  Score: Raw -76741.807146 + Penalty 3043.240186 = -73698.566960
  nChanged 1
		SP:Iteration 8Q (8039.210000 sec): 3 clusters
  Score: Raw -76743.175658 + Penalty 3043.240186 = -73699.935472
  nChanged 0
		SP:Iteration 9F (8039.210000 sec): 3 clusters
  Score: Raw -76743.175658 + Penalty 3043.240186 = -73699.935472
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8039.220000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8039.220000 sec): 3 clusters
  Score: Raw -68268.315399 + Penalty 3055.958832 = -65212.356568
  nChanged 82
		SP:Iteration 1F (8039.220000 sec): 3 clusters
  Score: Raw -68429.894760 + Penalty 3055.958832 = -65373.935928
  nChanged 22
		SP:Iteration 2Q (8039.220000 sec): 3 clusters
  Score: Raw -68498.023278 + Penalty 3055.958832 = -65442.064447
  nChanged 8
		SP:Iteration 3Q (8039.220000 sec): 3 clusters
  Score: Raw -68523.482875 + Penalty 3055.958832 = -65467.524044
  nChanged 4
		SP:Iteration 4Q (8039.220000 sec): 3 clusters
  Score: Raw -68537.403453 + Penalty 3055.958832 = -65481.444621
  nChanged 2
		SP:Iteration 5Q (8039.230000 sec): 3 clusters
  Score: Raw -68544.813163 + Penalty 3055.958832 = -65488.854331
  nChanged 2
		SP:Iteration 6Q (8039.230000 sec): 3 clusters
  Score: Raw -68551.916429 + Penalty 3055.958832 = -65495.957597
  nChanged 3
		SP:Iteration 7Q (8039.230000 sec): 3 clusters
  Score: Raw -68557.335382 + Penalty 3055.958832 = -65501.376550
  nChanged 2
		SP:Iteration 8Q (8039.230000 sec): 3 clusters
  Score: Raw -68561.310627 + Penalty 3055.958832 = -65505.351795
  nChanged 1
		SP:Iteration 9Q (8039.230000 sec): 3 clusters
  Score: Raw -68563.609326 + Penalty 3055.958832 = -65507.650494
  nChanged 0
		SP:Iteration 10F (8039.240000 sec): 3 clusters
  Score: Raw -68563.609326 + Penalty 3055.958832 = -65507.650494
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (268042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8040.130000 sec): 2 clusters
  Score: Raw -39665434.756976 + Penalty 3099.726943 = -39662335.030033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8041.130000 sec): 3 clusters
  Score: Raw -39488579.077986 + Penalty 6199.453886 = -39482379.624100
  nChanged 129490
		SP:Iteration 1F (8042.120000 sec): 3 clusters
  Score: Raw -39564827.086341 + Penalty 6199.453886 = -39558627.632455
  nChanged 6447
		SP:Iteration 2Q (8043.140000 sec): 3 clusters
  Score: Raw -39566015.464334 + Penalty 6199.453886 = -39559816.010448
  nChanged 6957
		SP:Iteration 3Q (8044.160000 sec): 3 clusters
  Score: Raw -39567484.511776 + Penalty 6199.453886 = -39561285.057890
  nChanged 7685
		SP:Iteration 4Q (8045.180000 sec): 3 clusters
  Score: Raw -39569415.941559 + Penalty 6199.453886 = -39563216.487674
  nChanged 8576
		SP:Iteration 5Q (8046.200000 sec): 3 clusters
  Score: Raw -39572083.266730 + Penalty 6199.453886 = -39565883.812844
  nChanged 9895
		SP:Iteration 6Q (8047.210000 sec): 3 clusters
  Score: Raw -39575774.799216 + Penalty 6199.453886 = -39569575.345330
  nChanged 11351
		SP:Iteration 7Q (8048.230000 sec): 3 clusters
  Score: Raw -39580975.255847 + Penalty 6199.453886 = -39574775.801961
  nChanged 13203
		SP:Iteration 8Q (8049.240000 sec): 3 clusters
  Score: Raw -39588305.421750 + Penalty 6199.453886 = -39582105.967864
  nChanged 15427
		SP:Iteration 9F (8050.220000 sec): 3 clusters
  Score: Raw -39598426.943182 + Penalty 6199.453886 = -39592227.489296
  nChanged 17256
		SP:Iteration 10F (8051.220000 sec): 3 clusters
  Score: Raw -39611002.593299 + Penalty 6199.453886 = -39604803.139414
  nChanged 18161
		SP:Iteration 11F (8052.200000 sec): 3 clusters
  Score: Raw -39624905.190981 + Penalty 6199.453886 = -39618705.737095
  nChanged 16900
		SP:Iteration 12F (8053.170000 sec): 3 clusters
  Score: Raw -39638258.483283 + Penalty 6199.453886 = -39632059.029397
  nChanged 13850
		SP:Iteration 13F (8054.140000 sec): 3 clusters
  Score: Raw -39649363.848191 + Penalty 6199.453886 = -39643164.394305
  nChanged 9750
		SP:Iteration 14Q (8054.970000 sec): 3 clusters
  Score: Raw -39657022.883186 + Penalty 6199.453886 = -39650823.429300
  nChanged 5856
		SP:Iteration 15Q (8055.760000 sec): 3 clusters
  Score: Raw -39661411.554080 + Penalty 6199.453886 = -39655212.100194
  nChanged 3116
		SP:Iteration 16Q (8056.500000 sec): 3 clusters
  Score: Raw -39663631.494659 + Penalty 6199.453886 = -39657432.040773
  nChanged 1524
		SP:Iteration 17Q (8057.220000 sec): 3 clusters
  Score: Raw -39664672.464945 + Penalty 6199.453886 = -39658473.011059
  nChanged 710
		SP:Iteration 18Q (8057.920000 sec): 3 clusters
  Score: Raw -39665138.957831 + Penalty 6199.453886 = -39658939.503945
  nChanged 364
		SP:Iteration 19Q (8058.630000 sec): 3 clusters
  Score: Raw -39665379.037509 + Penalty 6199.453886 = -39659179.583623
  nChanged 224
		SP:Iteration 20F (8059.570000 sec): 3 clusters
  Score: Raw -39665538.762721 + Penalty 6199.453886 = -39659339.308835
  nChanged 163
		SP:Iteration 21Q (8060.260000 sec): 3 clusters
  Score: Raw -39665645.737779 + Penalty 6199.453886 = -39659446.283893
  nChanged 76
		SP:Iteration 22Q (8060.940000 sec): 3 clusters
  Score: Raw -39665693.540650 + Penalty 6199.453886 = -39659494.086764
  nChanged 56
		SP:Iteration 23Q (8061.620000 sec): 3 clusters
  Score: Raw -39665729.380315 + Penalty 6199.453886 = -39659529.926429
  nChanged 38
		SP:Iteration 24Q (8062.300000 sec): 3 clusters
  Score: Raw -39665751.647494 + Penalty 6199.453886 = -39659552.193608
  nChanged 33
		SP:Iteration 25Q (8062.980000 sec): 3 clusters
  Score: Raw -39665773.329181 + Penalty 6199.453886 = -39659573.875295
  nChanged 26
		SP:Iteration 26Q (8063.660000 sec): 3 clusters
  Score: Raw -39665795.174905 + Penalty 6199.453886 = -39659595.721019
  nChanged 24
		SP:Iteration 27Q (8064.340000 sec): 3 clusters
  Score: Raw -39665811.693733 + Penalty 6199.453886 = -39659612.239847
  nChanged 25
		SP:Iteration 28Q (8065.020000 sec): 3 clusters
  Score: Raw -39665826.911718 + Penalty 6199.453886 = -39659627.457832
  nChanged 14
		SP:Iteration 29Q (8065.700000 sec): 3 clusters
  Score: Raw -39665837.234710 + Penalty 6199.453886 = -39659637.780824
  nChanged 13
		SP:Iteration 30Q (8066.380000 sec): 3 clusters
  Score: Raw -39665845.565815 + Penalty 6199.453886 = -39659646.111929
  nChanged 10
		SP:Iteration 31Q (8067.060000 sec): 3 clusters
  Score: Raw -39665854.553892 + Penalty 6199.453886 = -39659655.100006
  nChanged 9
		SP:Iteration 32Q (8067.740000 sec): 3 clusters
  Score: Raw -39665861.111120 + Penalty 6199.453886 = -39659661.657234
  nChanged 8
		SP:Iteration 33Q (8068.420000 sec): 3 clusters
  Score: Raw -39665866.402814 + Penalty 6199.453886 = -39659666.948928
  nChanged 8
		SP:Iteration 34Q (8069.100000 sec): 3 clusters
  Score: Raw -39665871.964216 + Penalty 6199.453886 = -39659672.510330
  nChanged 8
		SP:Iteration 35Q (8069.770000 sec): 3 clusters
  Score: Raw -39665877.924187 + Penalty 6199.453886 = -39659678.470301
  nChanged 6
		SP:Iteration 36Q (8070.450000 sec): 3 clusters
  Score: Raw -39665881.159615 + Penalty 6199.453886 = -39659681.705729
  nChanged 4
		SP:Iteration 37Q (8071.130000 sec): 3 clusters
  Score: Raw -39665884.073572 + Penalty 6199.453886 = -39659684.619686
  nChanged 5
		SP:Iteration 38Q (8071.810000 sec): 3 clusters
  Score: Raw -39665887.906822 + Penalty 6199.453886 = -39659688.452936
  nChanged 4
		SP:Iteration 39Q (8072.480000 sec): 3 clusters
  Score: Raw -39665890.173716 + Penalty 6199.453886 = -39659690.719830
  nChanged 5
		SP:Iteration 40F (8073.430000 sec): 3 clusters
  Score: Raw -39665893.710989 + Penalty 6199.453886 = -39659694.257103
  nChanged 2
		SP:Iteration 41Q (8074.110000 sec): 3 clusters
  Score: Raw -39665895.283037 + Penalty 6199.453886 = -39659695.829151
  nChanged 2
		SP:Iteration 42Q (8074.780000 sec): 3 clusters
  Score: Raw -39665895.989620 + Penalty 6199.453886 = -39659696.535734
  nChanged 1
		SP:Iteration 43Q (8075.470000 sec): 3 clusters
  Score: Raw -39665896.706375 + Penalty 6199.453886 = -39659697.252489
  nChanged 2
		SP:Iteration 44Q (8076.150000 sec): 3 clusters
  Score: Raw -39665898.484199 + Penalty 6199.453886 = -39659699.030314
  nChanged 4
		SP:Iteration 45Q (8076.830000 sec): 3 clusters
  Score: Raw -39665903.799010 + Penalty 6199.453886 = -39659704.345124
  nChanged 3
		SP:Iteration 46Q (8077.510000 sec): 3 clusters
  Score: Raw -39665906.506764 + Penalty 6199.453886 = -39659707.052878
  nChanged 2
		SP:Iteration 47Q (8078.190000 sec): 3 clusters
  Score: Raw -39665908.113635 + Penalty 6199.453886 = -39659708.659749
  nChanged 1
		SP:Iteration 48Q (8078.870000 sec): 3 clusters
  Score: Raw -39665908.669251 + Penalty 6199.453886 = -39659709.215365
  nChanged 2
		SP:Iteration 49Q (8079.540000 sec): 3 clusters
  Score: Raw -39665909.718619 + Penalty 6199.453886 = -39659710.264733
  nChanged 1
		SP:Iteration 50Q (8080.210000 sec): 3 clusters
  Score: Raw -39665910.019955 + Penalty 6199.453886 = -39659710.566069
  nChanged 1
		SP:Iteration 51Q (8080.890000 sec): 3 clusters
  Score: Raw -39665910.241052 + Penalty 6199.453886 = -39659710.787166
  nChanged 0
		SP:Iteration 52F (8081.840000 sec): 3 clusters
  Score: Raw -39665910.241052 + Penalty 6199.453886 = -39659710.787166
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8082.090000 sec): 2 clusters
  Score: Raw -5135724.242631 + Penalty 2584.725774 = -5133139.516857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8082.210000 sec): 3 clusters
  Score: Raw -5115336.244335 + Penalty 5169.451548 = -5110166.792787
  nChanged 15254
		SP:Iteration 1F (8082.330000 sec): 3 clusters
  Score: Raw -5123550.768318 + Penalty 5169.451548 = -5118381.316770
  nChanged 1465
		SP:Iteration 2Q (8082.450000 sec): 3 clusters
  Score: Raw -5123972.002856 + Penalty 5169.451548 = -5118802.551309
  nChanged 1266
		SP:Iteration 3Q (8082.580000 sec): 3 clusters
  Score: Raw -5124313.147098 + Penalty 5169.451548 = -5119143.695550
  nChanged 1135
		SP:Iteration 4Q (8082.700000 sec): 3 clusters
  Score: Raw -5124633.251201 + Penalty 5169.451548 = -5119463.799654
  nChanged 1108
		SP:Iteration 5Q (8082.820000 sec): 3 clusters
  Score: Raw -5124987.016398 + Penalty 5169.451548 = -5119817.564850
  nChanged 1280
		SP:Iteration 6Q (8082.940000 sec): 3 clusters
  Score: Raw -5125492.351534 + Penalty 5169.451548 = -5120322.899987
  nChanged 1562
		SP:Iteration 7Q (8083.060000 sec): 3 clusters
  Score: Raw -5126287.119157 + Penalty 5169.451548 = -5121117.667609
  nChanged 1995
		SP:Iteration 8F (8083.180000 sec): 3 clusters
  Score: Raw -5127585.476916 + Penalty 5169.451548 = -5122416.025368
  nChanged 2356
		SP:Iteration 9F (8083.290000 sec): 3 clusters
  Score: Raw -5129431.465000 + Penalty 5169.451548 = -5124262.013453
  nChanged 2432
		SP:Iteration 10F (8083.410000 sec): 3 clusters
  Score: Raw -5131604.694990 + Penalty 5169.451548 = -5126435.243442
  nChanged 2013
		SP:Iteration 11F (8083.530000 sec): 3 clusters
  Score: Raw -5133422.904832 + Penalty 5169.451548 = -5128253.453285
  nChanged 1314
		SP:Iteration 12Q (8083.640000 sec): 3 clusters
  Score: Raw -5134618.042684 + Penalty 5169.451548 = -5129448.591136
  nChanged 739
		SP:Iteration 13Q (8083.750000 sec): 3 clusters
  Score: Raw -5135256.612360 + Penalty 5169.451548 = -5130087.160812
  nChanged 382
		SP:Iteration 14Q (8083.840000 sec): 3 clusters
  Score: Raw -5135603.064721 + Penalty 5169.451548 = -5130433.613173
  nChanged 211
		SP:Iteration 15Q (8083.930000 sec): 3 clusters
  Score: Raw -5135779.043802 + Penalty 5169.451548 = -5130609.592255
  nChanged 123
		SP:Iteration 16Q (8084.030000 sec): 3 clusters
  Score: Raw -5135869.205390 + Penalty 5169.451548 = -5130699.753842
  nChanged 80
		SP:Iteration 17Q (8084.110000 sec): 3 clusters
  Score: Raw -5135937.610388 + Penalty 5169.451548 = -5130768.158841
  nChanged 61
		SP:Iteration 18Q (8084.200000 sec): 3 clusters
  Score: Raw -5135986.476049 + Penalty 5169.451548 = -5130817.024501
  nChanged 35
		SP:Iteration 19Q (8084.280000 sec): 3 clusters
  Score: Raw -5136012.351851 + Penalty 5169.451548 = -5130842.900304
  nChanged 21
		SP:Iteration 20F (8084.400000 sec): 3 clusters
  Score: Raw -5136026.374251 + Penalty 5169.451548 = -5130856.922704
  nChanged 18
		SP:Iteration 21Q (8084.490000 sec): 3 clusters
  Score: Raw -5136036.669809 + Penalty 5169.451548 = -5130867.218262
  nChanged 9
		SP:Iteration 22Q (8084.580000 sec): 3 clusters
  Score: Raw -5136041.643826 + Penalty 5169.451548 = -5130872.192278
  nChanged 7
		SP:Iteration 23Q (8084.660000 sec): 3 clusters
  Score: Raw -5136047.248867 + Penalty 5169.451548 = -5130877.797319
  nChanged 12
		SP:Iteration 24Q (8084.750000 sec): 3 clusters
  Score: Raw -5136056.667804 + Penalty 5169.451548 = -5130887.216256
  nChanged 11
		SP:Iteration 25Q (8084.840000 sec): 3 clusters
  Score: Raw -5136064.764683 + Penalty 5169.451548 = -5130895.313135
  nChanged 7
		SP:Iteration 26Q (8084.920000 sec): 3 clusters
  Score: Raw -5136068.535724 + Penalty 5169.451548 = -5130899.084176
  nChanged 6
		SP:Iteration 27Q (8085.010000 sec): 3 clusters
  Score: Raw -5136073.056792 + Penalty 5169.451548 = -5130903.605245
  nChanged 5
		SP:Iteration 28Q (8085.090000 sec): 3 clusters
  Score: Raw -5136076.542223 + Penalty 5169.451548 = -5130907.090675
  nChanged 4
		SP:Iteration 29Q (8085.180000 sec): 3 clusters
  Score: Raw -5136078.693033 + Penalty 5169.451548 = -5130909.241486
  nChanged 4
		SP:Iteration 30Q (8085.260000 sec): 3 clusters
  Score: Raw -5136082.238361 + Penalty 5169.451548 = -5130912.786813
  nChanged 5
		SP:Iteration 31Q (8085.350000 sec): 3 clusters
  Score: Raw -5136085.385361 + Penalty 5169.451548 = -5130915.933814
  nChanged 3
		SP:Iteration 32Q (8085.430000 sec): 3 clusters
  Score: Raw -5136086.856557 + Penalty 5169.451548 = -5130917.405009
  nChanged 1
		SP:Iteration 33Q (8085.510000 sec): 3 clusters
  Score: Raw -5136087.115430 + Penalty 5169.451548 = -5130917.663883
  nChanged 1
		SP:Iteration 34Q (8085.600000 sec): 3 clusters
  Score: Raw -5136087.494308 + Penalty 5169.451548 = -5130918.042761
  nChanged 0
		SP:Iteration 35F (8085.710000 sec): 3 clusters
  Score: Raw -5136087.494308 + Penalty 5169.451548 = -5130918.042761
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.730000 sec): 2 clusters
  Score: Raw -141600.058951 + Penalty 1732.439171 = -139867.619780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.740000 sec): 3 clusters
  Score: Raw -141385.178478 + Penalty 3464.878342 = -137920.300136
  nChanged 282
		SP:Iteration 1F (8085.740000 sec): 3 clusters
  Score: Raw -141768.243366 + Penalty 3464.878342 = -138303.365025
  nChanged 80
		SP:Iteration 2F (8085.750000 sec): 3 clusters
  Score: Raw -141888.841639 + Penalty 3464.878342 = -138423.963297
  nChanged 47
		SP:Iteration 3Q (8085.750000 sec): 3 clusters
  Score: Raw -141969.650310 + Penalty 3464.878342 = -138504.771969
  nChanged 40
		SP:Iteration 4Q (8085.750000 sec): 3 clusters
  Score: Raw -142048.354617 + Penalty 3464.878342 = -138583.476276
  nChanged 37
		SP:Iteration 5Q (8085.750000 sec): 3 clusters
  Score: Raw -142109.333427 + Penalty 3464.878342 = -138644.455085
  nChanged 23
		SP:Iteration 6Q (8085.760000 sec): 3 clusters
  Score: Raw -142139.742818 + Penalty 3464.878342 = -138674.864476
  nChanged 21
		SP:Iteration 7Q (8085.760000 sec): 3 clusters
  Score: Raw -142168.240576 + Penalty 3464.878342 = -138703.362234
  nChanged 7
		SP:Iteration 8Q (8085.770000 sec): 3 clusters
  Score: Raw -142174.636624 + Penalty 3464.878342 = -138709.758283
  nChanged 5
		SP:Iteration 9Q (8085.770000 sec): 3 clusters
  Score: Raw -142178.602836 + Penalty 3464.878342 = -138713.724494
  nChanged 0
		SP:Iteration 10F (8085.770000 sec): 3 clusters
  Score: Raw -142178.602836 + Penalty 3464.878342 = -138713.724494
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.770000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.780000 sec): 3 clusters
  Score: Raw -31545.514794 + Penalty 2705.839273 = -28839.675521
  nChanged 28
		SP:Iteration 1F (8085.780000 sec): 3 clusters
  Score: Raw -31687.447700 + Penalty 2705.839273 = -28981.608427
  nChanged 17
		SP:Iteration 2F (8085.780000 sec): 3 clusters
  Score: Raw -31761.235262 + Penalty 2705.839273 = -29055.395989
  nChanged 9
		SP:Iteration 3Q (8085.780000 sec): 3 clusters
  Score: Raw -31826.304856 + Penalty 2705.839273 = -29120.465583
  nChanged 3
		SP:Iteration 4Q (8085.780000 sec): 3 clusters
  Score: Raw -31840.612252 + Penalty 2705.839273 = -29134.772979
  nChanged 4
		SP:Iteration 5Q (8085.780000 sec): 3 clusters
  Score: Raw -31867.899881 + Penalty 2705.839273 = -29162.060607
  nChanged 1
		SP:Iteration 6Q (8085.780000 sec): 3 clusters
  Score: Raw -31884.021299 + Penalty 2705.839273 = -29178.182026
  nChanged 1
		SP:Iteration 7Q (8085.780000 sec): 3 clusters
  Score: Raw -31886.522241 + Penalty 2705.839273 = -29180.682967
  nChanged 0
		SP:Iteration 8F (8085.780000 sec): 3 clusters
  Score: Raw -31886.522241 + Penalty 2705.839273 = -29180.682967
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.790000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.790000 sec): 3 clusters
  Score: Raw -77809.770982 + Penalty 3172.049753 = -74637.721230
  nChanged 119
		SP:Iteration 1F (8085.790000 sec): 3 clusters
  Score: Raw -77996.707449 + Penalty 3172.049753 = -74824.657696
  nChanged 35
		SP:Iteration 2F (8085.790000 sec): 3 clusters
  Score: Raw -78066.909061 + Penalty 3172.049753 = -74894.859308
  nChanged 12
		SP:Iteration 3Q (8085.790000 sec): 3 clusters
  Score: Raw -78094.562015 + Penalty 3172.049753 = -74922.512263
  nChanged 9
		SP:Iteration 4Q (8085.800000 sec): 3 clusters
  Score: Raw -78110.617995 + Penalty 3172.049753 = -74938.568242
  nChanged 4
		SP:Iteration 5Q (8085.800000 sec): 3 clusters
  Score: Raw -78117.183245 + Penalty 3172.049753 = -74945.133493
  nChanged 3
		SP:Iteration 6Q (8085.800000 sec): 3 clusters
  Score: Raw -78121.549257 + Penalty 3172.049753 = -74949.499504
  nChanged 3
		SP:Iteration 7Q (8085.800000 sec): 3 clusters
  Score: Raw -78125.481570 + Penalty 3172.049753 = -74953.431818
  nChanged 3
		SP:Iteration 8Q (8085.800000 sec): 3 clusters
  Score: Raw -78130.094890 + Penalty 3172.049753 = -74958.045137
  nChanged 3
		SP:Iteration 9Q (8085.810000 sec): 3 clusters
  Score: Raw -78137.950386 + Penalty 3172.049753 = -74965.900633
  nChanged 3
		SP:Iteration 10Q (8085.810000 sec): 3 clusters
  Score: Raw -78141.934646 + Penalty 3172.049753 = -74969.884893
  nChanged 2
		SP:Iteration 11Q (8085.810000 sec): 3 clusters
  Score: Raw -78144.547568 + Penalty 3172.049753 = -74972.497815
  nChanged 1
		SP:Iteration 12Q (8085.810000 sec): 3 clusters
  Score: Raw -78146.633796 + Penalty 3172.049753 = -74974.584044
  nChanged 0
		SP:Iteration 13F (8085.810000 sec): 3 clusters
  Score: Raw -78146.633796 + Penalty 3172.049753 = -74974.584044
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.820000 sec): 2 clusters
  Score: Raw -24575.550785 + Penalty 1363.297720 = -23212.253065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.820000 sec): 3 clusters
  Score: Raw -24848.801975 + Penalty 2726.595440 = -22122.206535
  nChanged 42
		SP:Iteration 1F (8085.820000 sec): 3 clusters
  Score: Raw -25069.079967 + Penalty 2726.595440 = -22342.484528
  nChanged 14
		SP:Iteration 2F (8085.820000 sec): 3 clusters
  Score: Raw -25349.344036 + Penalty 2726.595440 = -22622.748597
  nChanged 10
		SP:Iteration 3Q (8085.820000 sec): 3 clusters
  Score: Raw -25431.668373 + Penalty 2726.595440 = -22705.072934
  nChanged 5
		SP:Iteration 4Q (8085.820000 sec): 3 clusters
  Score: Raw -25509.838116 + Penalty 2726.595440 = -22783.242676
  nChanged 2
		SP:Iteration 5Q (8085.820000 sec): 3 clusters
  Score: Raw -25595.067269 + Penalty 2726.595440 = -22868.471829
  nChanged 2
		SP:Iteration 6Q (8085.820000 sec): 3 clusters
  Score: Raw -25753.294347 + Penalty 2726.595440 = -23026.698907
  nChanged 2
		SP:Iteration 7Q (8085.820000 sec): 3 clusters
  Score: Raw -25808.447023 + Penalty 2726.595440 = -23081.851583
  nChanged 0
		SP:Iteration 8F (8085.820000 sec): 3 clusters
  Score: Raw -25808.447023 + Penalty 2726.595440 = -23081.851583
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.830000 sec): 2 clusters
  Score: Raw -33339.247056 + Penalty 1391.149005 = -31948.098051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.830000 sec): 3 clusters
  Score: Raw -33527.670656 + Penalty 2782.298010 = -30745.372645
  nChanged 36
		SP:Iteration 1F (8085.830000 sec): 3 clusters
  Score: Raw -33709.041898 + Penalty 2782.298010 = -30926.743887
  nChanged 23
		SP:Iteration 2F (8085.830000 sec): 3 clusters
  Score: Raw -33852.612059 + Penalty 2782.298010 = -31070.314048
  nChanged 15
		SP:Iteration 3F (8085.830000 sec): 3 clusters
  Score: Raw -34018.276719 + Penalty 2782.298010 = -31235.978709
  nChanged 16
		SP:Iteration 4F (8085.830000 sec): 3 clusters
  Score: Raw -34231.265387 + Penalty 2782.298010 = -31448.967377
  nChanged 8
		SP:Iteration 5Q (8085.830000 sec): 3 clusters
  Score: Raw -34383.450113 + Penalty 2782.298010 = -31601.152103
  nChanged 7
		SP:Iteration 6Q (8085.830000 sec): 3 clusters
  Score: Raw -34468.507099 + Penalty 2782.298010 = -31686.209088
  nChanged 1
		SP:Iteration 7Q (8085.830000 sec): 3 clusters
  Score: Raw -34505.728688 + Penalty 2782.298010 = -31723.430677
  nChanged 1
		SP:Iteration 8Q (8085.830000 sec): 3 clusters
  Score: Raw -34510.156521 + Penalty 2782.298010 = -31727.858510
  nChanged 1
		SP:Iteration 9Q (8085.830000 sec): 3 clusters
  Score: Raw -34514.758625 + Penalty 2782.298010 = -31732.460615
  nChanged 1
		SP:Iteration 10Q (8085.830000 sec): 3 clusters
  Score: Raw -34523.533123 + Penalty 2782.298010 = -31741.235113
  nChanged 0
		SP:Iteration 11F (8085.840000 sec): 3 clusters
  Score: Raw -34523.533123 + Penalty 2782.298010 = -31741.235113
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.840000 sec): 2 clusters
  Score: Raw -29618.592547 + Penalty 1336.489789 = -28282.102758
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.840000 sec): 3 clusters
  Score: Raw -29823.273034 + Penalty 2672.979578 = -27150.293456
  nChanged 13
		SP:Iteration 1F (8085.840000 sec): 3 clusters
  Score: Raw -29882.613540 + Penalty 2672.979578 = -27209.633962
  nChanged 4
		SP:Iteration 2Q (8085.840000 sec): 3 clusters
  Score: Raw -29902.623952 + Penalty 2672.979578 = -27229.644374
  nChanged 0
		SP:Iteration 3F (8085.840000 sec): 3 clusters
  Score: Raw -29902.623952 + Penalty 2672.979578 = -27229.644374
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.850000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.850000 sec): 3 clusters
  Score: Raw -55046.823097 + Penalty 2975.472535 = -52071.350562
  nChanged 64
		SP:Iteration 1F (8085.850000 sec): 3 clusters
  Score: Raw -55205.660609 + Penalty 2975.472535 = -52230.188075
  nChanged 15
		SP:Iteration 2Q (8085.850000 sec): 3 clusters
  Score: Raw -55242.235474 + Penalty 2975.472535 = -52266.762940
  nChanged 3
		SP:Iteration 3Q (8085.850000 sec): 3 clusters
  Score: Raw -55251.740778 + Penalty 2975.472535 = -52276.268244
  nChanged 5
		SP:Iteration 4Q (8085.850000 sec): 3 clusters
  Score: Raw -55262.242797 + Penalty 2975.472535 = -52286.770262
  nChanged 3
		SP:Iteration 5Q (8085.850000 sec): 3 clusters
  Score: Raw -55269.674706 + Penalty 2975.472535 = -52294.202171
  nChanged 1
		SP:Iteration 6Q (8085.850000 sec): 3 clusters
  Score: Raw -55274.225249 + Penalty 2975.472535 = -52298.752714
  nChanged 3
		SP:Iteration 7Q (8085.860000 sec): 3 clusters
  Score: Raw -55283.499066 + Penalty 2975.472535 = -52308.026531
  nChanged 3
		SP:Iteration 8Q (8085.860000 sec): 3 clusters
  Score: Raw -55293.965630 + Penalty 2975.472535 = -52318.493095
  nChanged 2
		SP:Iteration 9Q (8085.860000 sec): 3 clusters
  Score: Raw -55300.313395 + Penalty 2975.472535 = -52324.840860
  nChanged 2
		SP:Iteration 10Q (8085.860000 sec): 3 clusters
  Score: Raw -55305.769867 + Penalty 2975.472535 = -52330.297333
  nChanged 0
		SP:Iteration 11F (8085.860000 sec): 3 clusters
  Score: Raw -55305.769867 + Penalty 2975.472535 = -52330.297333
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.870000 sec): 2 clusters
  Score: Raw -17548.260455 + Penalty 1308.972435 = -16239.288020
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.870000 sec): 3 clusters
  Score: Raw -18184.250656 + Penalty 2617.944871 = -15566.305785
  nChanged 42
		SP:Iteration 1F (8085.870000 sec): 3 clusters
  Score: Raw -18475.088349 + Penalty 2617.944871 = -15857.143478
  nChanged 14
		SP:Iteration 2F (8085.870000 sec): 3 clusters
  Score: Raw -18664.424049 + Penalty 2617.944871 = -16046.479178
  nChanged 7
		SP:Iteration 3Q (8085.870000 sec): 3 clusters
  Score: Raw -18822.934314 + Penalty 2617.944871 = -16204.989443
  nChanged 1
		SP:Iteration 4Q (8085.870000 sec): 3 clusters
  Score: Raw -18837.933889 + Penalty 2617.944871 = -16219.989018
  nChanged 0
		SP:Iteration 5F (8085.870000 sec): 3 clusters
  Score: Raw -18837.933889 + Penalty 2617.944871 = -16219.989018
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.870000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.870000 sec): 3 clusters
  Score: Raw -29470.025829 + Penalty 2686.385799 = -26783.640029
  nChanged 15
		SP:Iteration 1F (8085.870000 sec): 3 clusters
  Score: Raw -29541.581164 + Penalty 2686.385799 = -26855.195364
  nChanged 4
		SP:Iteration 2Q (8085.870000 sec): 3 clusters
  Score: Raw -29556.769204 + Penalty 2686.385799 = -26870.383404
  nChanged 4
		SP:Iteration 3Q (8085.870000 sec): 3 clusters
  Score: Raw -29568.567520 + Penalty 2686.385799 = -26882.181720
  nChanged 0
		SP:Iteration 4F (8085.870000 sec): 3 clusters
  Score: Raw -29568.567520 + Penalty 2686.385799 = -26882.181720
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.880000 sec): 2 clusters
  Score: Raw -46074.767155 + Penalty 1447.033063 = -44627.734092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.880000 sec): 3 clusters
  Score: Raw -46205.557942 + Penalty 2894.066126 = -43311.491817
  nChanged 69
		SP:Iteration 1F (8085.880000 sec): 3 clusters
  Score: Raw -46395.299169 + Penalty 2894.066126 = -43501.233043
  nChanged 12
		SP:Iteration 2Q (8085.880000 sec): 3 clusters
  Score: Raw -46436.661879 + Penalty 2894.066126 = -43542.595754
  nChanged 9
		SP:Iteration 3Q (8085.880000 sec): 3 clusters
  Score: Raw -46459.423704 + Penalty 2894.066126 = -43565.357579
  nChanged 6
		SP:Iteration 4Q (8085.890000 sec): 3 clusters
  Score: Raw -46490.830719 + Penalty 2894.066126 = -43596.764593
  nChanged 4
		SP:Iteration 5Q (8085.890000 sec): 3 clusters
  Score: Raw -46498.822737 + Penalty 2894.066126 = -43604.756612
  nChanged 2
		SP:Iteration 6Q (8085.890000 sec): 3 clusters
  Score: Raw -46504.911569 + Penalty 2894.066126 = -43610.845444
  nChanged 2
		SP:Iteration 7Q (8085.890000 sec): 3 clusters
  Score: Raw -46516.412173 + Penalty 2894.066126 = -43622.346048
  nChanged 2
		SP:Iteration 8Q (8085.890000 sec): 3 clusters
  Score: Raw -46523.881280 + Penalty 2894.066126 = -43629.815154
  nChanged 0
		SP:Iteration 9F (8085.890000 sec): 3 clusters
  Score: Raw -46523.881280 + Penalty 2894.066126 = -43629.815154
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.890000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.890000 sec): 3 clusters
  Score: Raw -55269.105302 + Penalty 3005.325105 = -52263.780197
  nChanged 67
		SP:Iteration 1F (8085.890000 sec): 3 clusters
  Score: Raw -55504.586716 + Penalty 3005.325105 = -52499.261611
  nChanged 23
		SP:Iteration 2F (8085.900000 sec): 3 clusters
  Score: Raw -55628.501727 + Penalty 3005.325105 = -52623.176622
  nChanged 13
		SP:Iteration 3Q (8085.900000 sec): 3 clusters
  Score: Raw -55672.641525 + Penalty 3005.325105 = -52667.316420
  nChanged 5
		SP:Iteration 4Q (8085.900000 sec): 3 clusters
  Score: Raw -55685.928756 + Penalty 3005.325105 = -52680.603651
  nChanged 3
		SP:Iteration 5Q (8085.900000 sec): 3 clusters
  Score: Raw -55693.647469 + Penalty 3005.325105 = -52688.322364
  nChanged 2
		SP:Iteration 6Q (8085.900000 sec): 3 clusters
  Score: Raw -55700.289739 + Penalty 3005.325105 = -52694.964634
  nChanged 2
		SP:Iteration 7Q (8085.910000 sec): 3 clusters
  Score: Raw -55707.839127 + Penalty 3005.325105 = -52702.514022
  nChanged 2
		SP:Iteration 8Q (8085.910000 sec): 3 clusters
  Score: Raw -55713.270319 + Penalty 3005.325105 = -52707.945214
  nChanged 1
		SP:Iteration 9Q (8085.910000 sec): 3 clusters
  Score: Raw -55714.176933 + Penalty 3005.325105 = -52708.851828
  nChanged 0
		SP:Iteration 10F (8085.910000 sec): 3 clusters
  Score: Raw -55714.176933 + Penalty 3005.325105 = -52708.851828
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 38 (242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.910000 sec): 2 clusters
  Score: Raw -24854.945070 + Penalty 1361.256556 = -23493.688514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.910000 sec): 3 clusters
  Score: Raw -25808.661083 + Penalty 2722.513112 = -23086.147970
  nChanged 72
		SP:Iteration 1F (8085.910000 sec): 3 clusters
  Score: Raw -26246.400244 + Penalty 2722.513112 = -23523.887132
  nChanged 11
		SP:Iteration 2Q (8085.910000 sec): 3 clusters
  Score: Raw -26364.437196 + Penalty 2722.513112 = -23641.924084
  nChanged 3
		SP:Iteration 3Q (8085.910000 sec): 3 clusters
  Score: Raw -26401.969612 + Penalty 2722.513112 = -23679.456500
  nChanged 1
		SP:Iteration 4Q (8085.910000 sec): 3 clusters
  Score: Raw -26412.198843 + Penalty 2722.513112 = -23689.685730
  nChanged 0
		SP:Iteration 5F (8085.910000 sec): 3 clusters
  Score: Raw -26412.198843 + Penalty 2722.513112 = -23689.685730
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 42.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 39 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.920000 sec): 2 clusters
  Score: Raw -22896.629861 + Penalty 1287.853299 = -21608.776562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.920000 sec): 3 clusters
  Score: Raw -23177.345993 + Penalty 2575.706598 = -20601.639395
  nChanged 17
		SP:Iteration 1F (8085.920000 sec): 3 clusters
  Score: Raw -23270.387323 + Penalty 2575.706598 = -20694.680724
  nChanged 5
		SP:Iteration 2Q (8085.920000 sec): 3 clusters
  Score: Raw -23312.660267 + Penalty 2575.706598 = -20736.953669
  nChanged 3
		SP:Iteration 3Q (8085.920000 sec): 3 clusters
  Score: Raw -23324.762173 + Penalty 2575.706598 = -20749.055575
  nChanged 1
		SP:Iteration 4Q (8085.920000 sec): 3 clusters
  Score: Raw -23327.758350 + Penalty 2575.706598 = -20752.051752
  nChanged 0
		SP:Iteration 5F (8085.930000 sec): 3 clusters
  Score: Raw -23327.758350 + Penalty 2575.706598 = -20752.051752
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.930000 sec): 2 clusters
  Score: Raw -68690.960353 + Penalty 1547.104507 = -67143.855846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.930000 sec): 3 clusters
  Score: Raw -68719.424150 + Penalty 3094.209014 = -65625.215136
  nChanged 99
		SP:Iteration 1F (8085.930000 sec): 3 clusters
  Score: Raw -68906.028226 + Penalty 3094.209014 = -65811.819212
  nChanged 22
		SP:Iteration 2Q (8085.930000 sec): 3 clusters
  Score: Raw -68976.066819 + Penalty 3094.209014 = -65881.857805
  nChanged 11
		SP:Iteration 3Q (8085.930000 sec): 3 clusters
  Score: Raw -69006.563029 + Penalty 3094.209014 = -65912.354015
  nChanged 8
		SP:Iteration 4Q (8085.940000 sec): 3 clusters
  Score: Raw -69022.089747 + Penalty 3094.209014 = -65927.880733
  nChanged 5
		SP:Iteration 5Q (8085.940000 sec): 3 clusters
  Score: Raw -69033.468680 + Penalty 3094.209014 = -65939.259666
  nChanged 5
		SP:Iteration 6Q (8085.940000 sec): 3 clusters
  Score: Raw -69041.633995 + Penalty 3094.209014 = -65947.424981
  nChanged 4
		SP:Iteration 7Q (8085.940000 sec): 3 clusters
  Score: Raw -69047.023374 + Penalty 3094.209014 = -65952.814360
  nChanged 2
		SP:Iteration 8Q (8085.940000 sec): 3 clusters
  Score: Raw -69052.479550 + Penalty 3094.209014 = -65958.270536
  nChanged 2
		SP:Iteration 9Q (8085.940000 sec): 3 clusters
  Score: Raw -69055.630175 + Penalty 3094.209014 = -65961.421161
  nChanged 1
		SP:Iteration 10Q (8085.940000 sec): 3 clusters
  Score: Raw -69059.909557 + Penalty 3094.209014 = -65965.700543
  nChanged 0
		SP:Iteration 11F (8085.950000 sec): 3 clusters
  Score: Raw -69059.909557 + Penalty 3094.209014 = -65965.700543
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (199 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.950000 sec): 2 clusters
  Score: Raw -16120.972557 + Penalty 1312.739597 = -14808.232960
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.950000 sec): 3 clusters
  Score: Raw -16576.979248 + Penalty 2625.479193 = -13951.500054
  nChanged 39
		SP:Iteration 1F (8085.950000 sec): 3 clusters
  Score: Raw -16893.707112 + Penalty 2625.479193 = -14268.227919
  nChanged 10
		SP:Iteration 2F (8085.950000 sec): 3 clusters
  Score: Raw -16955.060790 + Penalty 2625.479193 = -14329.581597
  nChanged 1
		SP:Iteration 3Q (8085.950000 sec): 3 clusters
  Score: Raw -16959.064965 + Penalty 2625.479193 = -14333.585772
  nChanged 1
		SP:Iteration 4Q (8085.950000 sec): 3 clusters
  Score: Raw -16960.745943 + Penalty 2625.479193 = -14335.266750
  nChanged 0
		SP:Iteration 5F (8085.950000 sec): 3 clusters
  Score: Raw -16960.745943 + Penalty 2625.479193 = -14335.266750
  nChanged 0
Deleting Class 38 (45 points): Lose 2210.725352 but Gain 3374.686117
Iteration 299Q (8094.830000 sec): 42 clusters
  Score: Raw -117674503.803525 + Penalty 138362.130809 = -117536141.672716
  nChanged 63
Iteration 300F (8135.980000 sec): 42 clusters
  Score: Raw -117675489.506304 + Penalty 138362.130809 = -117537127.375495
  nChanged 53
Iteration 301Q (8144.760000 sec): 42 clusters
  Score: Raw -117676277.420979 + Penalty 138362.130809 = -117537915.290170
  nChanged 23
Iteration 302Q (8153.550000 sec): 42 clusters
  Score: Raw -117676365.222097 + Penalty 138362.130809 = -117538003.091288
  nChanged 16
Iteration 303Q (8162.330000 sec): 42 clusters
  Score: Raw -117676503.210541 + Penalty 138362.130809 = -117538141.079732
  nChanged 15
Iteration 304Q (8171.180000 sec): 42 clusters
  Score: Raw -117676856.550826 + Penalty 138362.130809 = -117538494.420016
  nChanged 11
Iteration 305Q (8180.050000 sec): 42 clusters
  Score: Raw -117676880.050025 + Penalty 138362.130809 = -117538517.919216
  nChanged 10
Iteration 306Q (8188.980000 sec): 42 clusters
  Score: Raw -117676880.149573 + Penalty 138362.130809 = -117538518.018764
  nChanged 9
Iteration 307Q (8197.890000 sec): 42 clusters
  Score: Raw -117676880.294483 + Penalty 138362.130809 = -117538518.163673
  nChanged 7
Iteration 308Q (8206.830000 sec): 42 clusters
  Score: Raw -117676880.395627 + Penalty 138362.130809 = -117538518.264818
  nChanged 8
Iteration 309Q (8215.760000 sec): 42 clusters
  Score: Raw -117676880.547469 + Penalty 138362.130809 = -117538518.416660
  nChanged 6
Iteration 310Q (8224.690000 sec): 42 clusters
  Score: Raw -117676880.643961 + Penalty 138362.130809 = -117538518.513152
  nChanged 7
Iteration 311Q (8233.610000 sec): 42 clusters
  Score: Raw -117676880.770957 + Penalty 138362.130809 = -117538518.640148
  nChanged 8
Iteration 312Q (8242.520000 sec): 42 clusters
  Score: Raw -117676880.847235 + Penalty 138362.130809 = -117538518.716426
  nChanged 5
Iteration 313Q (8251.390000 sec): 42 clusters
  Score: Raw -117676880.903637 + Penalty 138362.130809 = -117538518.772828
  nChanged 5
Iteration 314Q (8260.230000 sec): 42 clusters
  Score: Raw -117676880.949994 + Penalty 138362.130809 = -117538518.819185
  nChanged 3
Iteration 315Q (8269.130000 sec): 42 clusters
  Score: Raw -117676881.018926 + Penalty 138362.130809 = -117538518.888116
  nChanged 3
Iteration 316Q (8278.030000 sec): 42 clusters
  Score: Raw -117676881.050322 + Penalty 138362.130809 = -117538518.919512
  nChanged 4
Iteration 317Q (8286.930000 sec): 42 clusters
  Score: Raw -117676881.165092 + Penalty 138362.130809 = -117538519.034283
  nChanged 7
Iteration 318Q (8295.830000 sec): 42 clusters
  Score: Raw -117676881.297373 + Penalty 138362.130809 = -117538519.166563
  nChanged 6
Iteration 319Q (8304.730000 sec): 42 clusters
  Score: Raw -117676881.436379 + Penalty 138362.130809 = -117538519.305569
  nChanged 9
Iteration 320F (8346.060000 sec): 42 clusters
  Score: Raw -117677008.266901 + Penalty 138362.130809 = -117538646.136091
  nChanged 18
Iteration 321Q (8354.960000 sec): 42 clusters
  Score: Raw -117677174.756263 + Penalty 138362.130809 = -117538812.625453
  nChanged 10
Iteration 322Q (8363.860000 sec): 42 clusters
  Score: Raw -117677231.980774 + Penalty 138362.130809 = -117538869.849965
  nChanged 13
Iteration 323Q (8372.770000 sec): 42 clusters
  Score: Raw -117677280.197930 + Penalty 138362.130809 = -117538918.067120
  nChanged 16
Iteration 324Q (8381.530000 sec): 42 clusters
  Score: Raw -117677287.666872 + Penalty 138362.130809 = -117538925.536063
  nChanged 18
Iteration 325Q (8390.300000 sec): 42 clusters
  Score: Raw -117677288.039297 + Penalty 138362.130809 = -117538925.908488
  nChanged 16
Iteration 326Q (8399.060000 sec): 42 clusters
  Score: Raw -117677288.343193 + Penalty 138362.130809 = -117538926.212383
  nChanged 13
Iteration 327Q (8407.960000 sec): 42 clusters
  Score: Raw -117677288.537879 + Penalty 138362.130809 = -117538926.407070
  nChanged 13
Iteration 328Q (8416.870000 sec): 42 clusters
  Score: Raw -117677288.674743 + Penalty 138362.130809 = -117538926.543933
  nChanged 4
Iteration 329Q (8425.740000 sec): 42 clusters
  Score: Raw -117677288.740136 + Penalty 138362.130809 = -117538926.609327
  nChanged 4
Iteration 330Q (8434.630000 sec): 42 clusters
  Score: Raw -117677288.781520 + Penalty 138362.130809 = -117538926.650711
  nChanged 4
Iteration 331Q (8443.540000 sec): 42 clusters
  Score: Raw -117677288.819532 + Penalty 138362.130809 = -117538926.688723
  nChanged 2
Iteration 332Q (8452.450000 sec): 42 clusters
  Score: Raw -117677288.830301 + Penalty 138362.130809 = -117538926.699492
  nChanged 1
Iteration 333Q (8461.350000 sec): 42 clusters
  Score: Raw -117677288.845431 + Penalty 138362.130809 = -117538926.714621
  nChanged 0
Iteration 334F (8502.920000 sec): 42 clusters
  Score: Raw -117677310.571852 + Penalty 138362.130809 = -117538948.441043
  nChanged 2
Iteration 335Q (8511.830000 sec): 42 clusters
  Score: Raw -117677339.408091 + Penalty 138362.130809 = -117538977.277282
  nChanged 1
Iteration 336Q (8520.760000 sec): 42 clusters
  Score: Raw -117677360.731460 + Penalty 138362.130809 = -117538998.600651
  nChanged 0
Iteration 337F (8561.890000 sec): 42 clusters
  Score: Raw -117677390.306012 + Penalty 138362.130809 = -117539028.175203
  nChanged 1
Iteration 338Q (8570.770000 sec): 42 clusters
  Score: Raw -117677402.597731 + Penalty 138362.130809 = -117539040.466922
  nChanged 0
Writing temp clu file 
Because OldScore, -117539028.175203, is greater than current (better) Score,-117539040.466922 
 Compute initial score before splitting:   Score: Raw -117677402.597731 + Penalty 138362.130809 = -117539040.466922
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8570.930000 sec): 2 clusters
  Score: Raw -1048183.648990 + Penalty 2200.863096 = -1045982.785895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8570.960000 sec): 3 clusters
  Score: Raw -1044431.731057 + Penalty 4401.726192 = -1040030.004865
  nChanged 2867
		SP:Iteration 1F (8570.990000 sec): 3 clusters
  Score: Raw -1045901.178262 + Penalty 4401.726192 = -1041499.452070
  nChanged 532
		SP:Iteration 2F (8571.010000 sec): 3 clusters
  Score: Raw -1046168.338734 + Penalty 4401.726192 = -1041766.612542
  nChanged 370
		SP:Iteration 3F (8571.040000 sec): 3 clusters
  Score: Raw -1046331.406856 + Penalty 4401.726192 = -1041929.680664
  nChanged 271
		SP:Iteration 4Q (8571.060000 sec): 3 clusters
  Score: Raw -1046444.101567 + Penalty 4401.726192 = -1042042.375376
  nChanged 232
		SP:Iteration 5Q (8571.090000 sec): 3 clusters
  Score: Raw -1046538.625493 + Penalty 4401.726192 = -1042136.899301
  nChanged 178
		SP:Iteration 6Q (8571.110000 sec): 3 clusters
  Score: Raw -1046601.399918 + Penalty 4401.726192 = -1042199.673726
  nChanged 151
		SP:Iteration 7Q (8571.140000 sec): 3 clusters
  Score: Raw -1046654.008813 + Penalty 4401.726192 = -1042252.282621
  nChanged 126
		SP:Iteration 8Q (8571.170000 sec): 3 clusters
  Score: Raw -1046697.422545 + Penalty 4401.726192 = -1042295.696353
  nChanged 129
		SP:Iteration 9Q (8571.190000 sec): 3 clusters
  Score: Raw -1046742.107163 + Penalty 4401.726192 = -1042340.380971
  nChanged 112
		SP:Iteration 10Q (8571.220000 sec): 3 clusters
  Score: Raw -1046780.359132 + Penalty 4401.726192 = -1042378.632940
  nChanged 118
		SP:Iteration 11Q (8571.240000 sec): 3 clusters
  Score: Raw -1046822.178287 + Penalty 4401.726192 = -1042420.452096
  nChanged 128
		SP:Iteration 12Q (8571.270000 sec): 3 clusters
  Score: Raw -1046866.972658 + Penalty 4401.726192 = -1042465.246467
  nChanged 136
		SP:Iteration 13Q (8571.290000 sec): 3 clusters
  Score: Raw -1046916.283960 + Penalty 4401.726192 = -1042514.557768
  nChanged 146
		SP:Iteration 14Q (8571.320000 sec): 3 clusters
  Score: Raw -1046979.751332 + Penalty 4401.726192 = -1042578.025140
  nChanged 166
		SP:Iteration 15Q (8571.350000 sec): 3 clusters
  Score: Raw -1047056.142941 + Penalty 4401.726192 = -1042654.416750
  nChanged 168
		SP:Iteration 16Q (8571.370000 sec): 3 clusters
  Score: Raw -1047131.535821 + Penalty 4401.726192 = -1042729.809629
  nChanged 178
		SP:Iteration 17Q (8571.400000 sec): 3 clusters
  Score: Raw -1047204.948593 + Penalty 4401.726192 = -1042803.222402
  nChanged 157
		SP:Iteration 18Q (8571.430000 sec): 3 clusters
  Score: Raw -1047272.846932 + Penalty 4401.726192 = -1042871.120741
  nChanged 181
		SP:Iteration 19Q (8571.450000 sec): 3 clusters
  Score: Raw -1047356.392063 + Penalty 4401.726192 = -1042954.665871
  nChanged 180
		SP:Iteration 20F (8571.480000 sec): 3 clusters
  Score: Raw -1047444.630447 + Penalty 4401.726192 = -1043042.904255
  nChanged 177
		SP:Iteration 21Q (8571.500000 sec): 3 clusters
  Score: Raw -1047541.731634 + Penalty 4401.726192 = -1043140.005442
  nChanged 203
		SP:Iteration 22Q (8571.530000 sec): 3 clusters
  Score: Raw -1047654.511753 + Penalty 4401.726192 = -1043252.785561
  nChanged 180
		SP:Iteration 23Q (8571.550000 sec): 3 clusters
  Score: Raw -1047746.520739 + Penalty 4401.726192 = -1043344.794547
  nChanged 159
		SP:Iteration 24Q (8571.580000 sec): 3 clusters
  Score: Raw -1047823.554719 + Penalty 4401.726192 = -1043421.828527
  nChanged 133
		SP:Iteration 25Q (8571.610000 sec): 3 clusters
  Score: Raw -1047886.293779 + Penalty 4401.726192 = -1043484.567587
  nChanged 107
		SP:Iteration 26Q (8571.630000 sec): 3 clusters
  Score: Raw -1047934.806456 + Penalty 4401.726192 = -1043533.080265
  nChanged 94
		SP:Iteration 27Q (8571.660000 sec): 3 clusters
  Score: Raw -1047977.763381 + Penalty 4401.726192 = -1043576.037189
  nChanged 78
		SP:Iteration 28Q (8571.690000 sec): 3 clusters
  Score: Raw -1048011.055905 + Penalty 4401.726192 = -1043609.329713
  nChanged 76
		SP:Iteration 29Q (8571.710000 sec): 3 clusters
  Score: Raw -1048046.093998 + Penalty 4401.726192 = -1043644.367806
  nChanged 59
		SP:Iteration 30Q (8571.730000 sec): 3 clusters
  Score: Raw -1048076.215744 + Penalty 4401.726192 = -1043674.489553
  nChanged 57
		SP:Iteration 31Q (8571.760000 sec): 3 clusters
  Score: Raw -1048106.115473 + Penalty 4401.726192 = -1043704.389281
  nChanged 60
		SP:Iteration 32Q (8571.800000 sec): 3 clusters
  Score: Raw -1048142.786944 + Penalty 4401.726192 = -1043741.060752
  nChanged 62
		SP:Iteration 33Q (8571.830000 sec): 3 clusters
  Score: Raw -1048174.103547 + Penalty 4401.726192 = -1043772.377355
  nChanged 61
		SP:Iteration 34Q (8571.850000 sec): 3 clusters
  Score: Raw -1048203.826423 + Penalty 4401.726192 = -1043802.100231
  nChanged 44
		SP:Iteration 35Q (8571.870000 sec): 3 clusters
  Score: Raw -1048227.961706 + Penalty 4401.726192 = -1043826.235515
  nChanged 40
		SP:Iteration 36Q (8571.900000 sec): 3 clusters
  Score: Raw -1048244.815251 + Penalty 4401.726192 = -1043843.089059
  nChanged 25
		SP:Iteration 37Q (8571.920000 sec): 3 clusters
  Score: Raw -1048257.596238 + Penalty 4401.726192 = -1043855.870046
  nChanged 29
		SP:Iteration 38Q (8571.950000 sec): 3 clusters
  Score: Raw -1048271.984282 + Penalty 4401.726192 = -1043870.258090
  nChanged 18
		SP:Iteration 39Q (8571.970000 sec): 3 clusters
  Score: Raw -1048281.793630 + Penalty 4401.726192 = -1043880.067438
  nChanged 19
		SP:Iteration 40F (8572.000000 sec): 3 clusters
  Score: Raw -1048293.719182 + Penalty 4401.726192 = -1043891.992990
  nChanged 24
		SP:Iteration 41Q (8572.020000 sec): 3 clusters
  Score: Raw -1048309.417334 + Penalty 4401.726192 = -1043907.691142
  nChanged 17
		SP:Iteration 42Q (8572.050000 sec): 3 clusters
  Score: Raw -1048319.874824 + Penalty 4401.726192 = -1043918.148633
  nChanged 12
		SP:Iteration 43Q (8572.070000 sec): 3 clusters
  Score: Raw -1048326.667028 + Penalty 4401.726192 = -1043924.940836
  nChanged 14
		SP:Iteration 44Q (8572.090000 sec): 3 clusters
  Score: Raw -1048336.005817 + Penalty 4401.726192 = -1043934.279626
  nChanged 13
		SP:Iteration 45Q (8572.120000 sec): 3 clusters
  Score: Raw -1048343.787698 + Penalty 4401.726192 = -1043942.061507
  nChanged 11
		SP:Iteration 46Q (8572.140000 sec): 3 clusters
  Score: Raw -1048350.060147 + Penalty 4401.726192 = -1043948.333955
  nChanged 7
		SP:Iteration 47Q (8572.160000 sec): 3 clusters
  Score: Raw -1048353.606226 + Penalty 4401.726192 = -1043951.880035
  nChanged 4
		SP:Iteration 48Q (8572.190000 sec): 3 clusters
  Score: Raw -1048355.413515 + Penalty 4401.726192 = -1043953.687323
  nChanged 4
		SP:Iteration 49Q (8572.210000 sec): 3 clusters
  Score: Raw -1048357.978435 + Penalty 4401.726192 = -1043956.252243
  nChanged 5
		SP:Iteration 50Q (8572.230000 sec): 3 clusters
  Score: Raw -1048361.097943 + Penalty 4401.726192 = -1043959.371752
  nChanged 4
		SP:Iteration 51Q (8572.260000 sec): 3 clusters
  Score: Raw -1048364.192674 + Penalty 4401.726192 = -1043962.466482
  nChanged 7
		SP:Iteration 52Q (8572.280000 sec): 3 clusters
  Score: Raw -1048368.758751 + Penalty 4401.726192 = -1043967.032560
  nChanged 14
		SP:Iteration 53Q (8572.310000 sec): 3 clusters
  Score: Raw -1048378.921182 + Penalty 4401.726192 = -1043977.194990
  nChanged 15
		SP:Iteration 54Q (8572.330000 sec): 3 clusters
  Score: Raw -1048388.036210 + Penalty 4401.726192 = -1043986.310018
  nChanged 10
		SP:Iteration 55Q (8572.350000 sec): 3 clusters
  Score: Raw -1048394.005039 + Penalty 4401.726192 = -1043992.278847
  nChanged 5
		SP:Iteration 56Q (8572.370000 sec): 3 clusters
  Score: Raw -1048397.249611 + Penalty 4401.726192 = -1043995.523419
  nChanged 6
		SP:Iteration 57Q (8572.400000 sec): 3 clusters
  Score: Raw -1048401.645003 + Penalty 4401.726192 = -1043999.918812
  nChanged 8
		SP:Iteration 58Q (8572.420000 sec): 3 clusters
  Score: Raw -1048406.763784 + Penalty 4401.726192 = -1044005.037593
  nChanged 7
		SP:Iteration 59Q (8572.440000 sec): 3 clusters
  Score: Raw -1048413.873521 + Penalty 4401.726192 = -1044012.147329
  nChanged 5
		SP:Iteration 60F (8572.470000 sec): 3 clusters
  Score: Raw -1048416.433002 + Penalty 4401.726192 = -1044014.706811
  nChanged 7
		SP:Iteration 61Q (8572.490000 sec): 3 clusters
  Score: Raw -1048421.994072 + Penalty 4401.726192 = -1044020.267881
  nChanged 6
		SP:Iteration 62Q (8572.510000 sec): 3 clusters
  Score: Raw -1048425.323147 + Penalty 4401.726192 = -1044023.596955
  nChanged 3
		SP:Iteration 63Q (8572.540000 sec): 3 clusters
  Score: Raw -1048427.398584 + Penalty 4401.726192 = -1044025.672393
  nChanged 5
		SP:Iteration 64Q (8572.560000 sec): 3 clusters
  Score: Raw -1048431.615888 + Penalty 4401.726192 = -1044029.889696
  nChanged 6
		SP:Iteration 65Q (8572.580000 sec): 3 clusters
  Score: Raw -1048436.855863 + Penalty 4401.726192 = -1044035.129671
  nChanged 6
		SP:Iteration 66Q (8572.610000 sec): 3 clusters
  Score: Raw -1048441.642292 + Penalty 4401.726192 = -1044039.916100
  nChanged 8
		SP:Iteration 67Q (8572.630000 sec): 3 clusters
  Score: Raw -1048449.116318 + Penalty 4401.726192 = -1044047.390126
  nChanged 7
		SP:Iteration 68Q (8572.650000 sec): 3 clusters
  Score: Raw -1048451.950037 + Penalty 4401.726192 = -1044050.223845
  nChanged 3
		SP:Iteration 69Q (8572.670000 sec): 3 clusters
  Score: Raw -1048453.195340 + Penalty 4401.726192 = -1044051.469148
  nChanged 3
		SP:Iteration 70Q (8572.700000 sec): 3 clusters
  Score: Raw -1048455.736304 + Penalty 4401.726192 = -1044054.010113
  nChanged 5
		SP:Iteration 71Q (8572.720000 sec): 3 clusters
  Score: Raw -1048459.640120 + Penalty 4401.726192 = -1044057.913928
  nChanged 6
		SP:Iteration 72Q (8572.740000 sec): 3 clusters
  Score: Raw -1048463.017348 + Penalty 4401.726192 = -1044061.291156
  nChanged 2
		SP:Iteration 73Q (8572.770000 sec): 3 clusters
  Score: Raw -1048464.978434 + Penalty 4401.726192 = -1044063.252243
  nChanged 4
		SP:Iteration 74Q (8572.790000 sec): 3 clusters
  Score: Raw -1048467.490413 + Penalty 4401.726192 = -1044065.764222
  nChanged 3
		SP:Iteration 75Q (8572.810000 sec): 3 clusters
  Score: Raw -1048468.690737 + Penalty 4401.726192 = -1044066.964545
  nChanged 0
		SP:Iteration 76F (8572.830000 sec): 3 clusters
  Score: Raw -1048468.690737 + Penalty 4401.726192 = -1044066.964545
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8572.860000 sec): 2 clusters
  Score: Raw -1106221.456500 + Penalty 2217.924743 = -1104003.531757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8572.890000 sec): 3 clusters
  Score: Raw -1102246.538105 + Penalty 4435.849487 = -1097810.688618
  nChanged 3103
		SP:Iteration 1F (8572.910000 sec): 3 clusters
  Score: Raw -1103887.081682 + Penalty 4435.849487 = -1099451.232196
  nChanged 586
		SP:Iteration 2F (8572.940000 sec): 3 clusters
  Score: Raw -1104225.015172 + Penalty 4435.849487 = -1099789.165686
  nChanged 458
		SP:Iteration 3F (8572.970000 sec): 3 clusters
  Score: Raw -1104484.592255 + Penalty 4435.849487 = -1100048.742768
  nChanged 354
		SP:Iteration 4Q (8572.990000 sec): 3 clusters
  Score: Raw -1104677.290858 + Penalty 4435.849487 = -1100241.441372
  nChanged 318
		SP:Iteration 5Q (8573.020000 sec): 3 clusters
  Score: Raw -1104829.014360 + Penalty 4435.849487 = -1100393.164873
  nChanged 255
		SP:Iteration 6Q (8573.050000 sec): 3 clusters
  Score: Raw -1104951.309083 + Penalty 4435.849487 = -1100515.459596
  nChanged 222
		SP:Iteration 7Q (8573.070000 sec): 3 clusters
  Score: Raw -1105054.002772 + Penalty 4435.849487 = -1100618.153285
  nChanged 211
		SP:Iteration 8Q (8573.100000 sec): 3 clusters
  Score: Raw -1105155.140271 + Penalty 4435.849487 = -1100719.290784
  nChanged 209
		SP:Iteration 9Q (8573.130000 sec): 3 clusters
  Score: Raw -1105260.103125 + Penalty 4435.849487 = -1100824.253638
  nChanged 200
		SP:Iteration 10Q (8573.150000 sec): 3 clusters
  Score: Raw -1105363.290951 + Penalty 4435.849487 = -1100927.441464
  nChanged 211
		SP:Iteration 11Q (8573.180000 sec): 3 clusters
  Score: Raw -1105471.414152 + Penalty 4435.849487 = -1101035.564665
  nChanged 191
		SP:Iteration 12Q (8573.210000 sec): 3 clusters
  Score: Raw -1105568.840416 + Penalty 4435.849487 = -1101132.990929
  nChanged 176
		SP:Iteration 13Q (8573.230000 sec): 3 clusters
  Score: Raw -1105651.980213 + Penalty 4435.849487 = -1101216.130726
  nChanged 166
		SP:Iteration 14Q (8573.260000 sec): 3 clusters
  Score: Raw -1105737.612345 + Penalty 4435.849487 = -1101301.762858
  nChanged 179
		SP:Iteration 15Q (8573.290000 sec): 3 clusters
  Score: Raw -1105829.150206 + Penalty 4435.849487 = -1101393.300720
  nChanged 155
		SP:Iteration 16Q (8573.310000 sec): 3 clusters
  Score: Raw -1105895.146978 + Penalty 4435.849487 = -1101459.297491
  nChanged 107
		SP:Iteration 17Q (8573.340000 sec): 3 clusters
  Score: Raw -1105941.052978 + Penalty 4435.849487 = -1101505.203492
  nChanged 100
		SP:Iteration 18Q (8573.370000 sec): 3 clusters
  Score: Raw -1105985.337908 + Penalty 4435.849487 = -1101549.488421
  nChanged 98
		SP:Iteration 19Q (8573.390000 sec): 3 clusters
  Score: Raw -1106025.675989 + Penalty 4435.849487 = -1101589.826502
  nChanged 80
		SP:Iteration 20F (8573.420000 sec): 3 clusters
  Score: Raw -1106060.547673 + Penalty 4435.849487 = -1101624.698186
  nChanged 84
		SP:Iteration 21Q (8573.440000 sec): 3 clusters
  Score: Raw -1106093.521777 + Penalty 4435.849487 = -1101657.672291
  nChanged 71
		SP:Iteration 22Q (8573.470000 sec): 3 clusters
  Score: Raw -1106116.702120 + Penalty 4435.849487 = -1101680.852633
  nChanged 61
		SP:Iteration 23Q (8573.490000 sec): 3 clusters
  Score: Raw -1106138.287239 + Penalty 4435.849487 = -1101702.437752
  nChanged 57
		SP:Iteration 24Q (8573.520000 sec): 3 clusters
  Score: Raw -1106157.301640 + Penalty 4435.849487 = -1101721.452153
  nChanged 49
		SP:Iteration 25Q (8573.550000 sec): 3 clusters
  Score: Raw -1106171.849832 + Penalty 4435.849487 = -1101736.000345
  nChanged 41
		SP:Iteration 26Q (8573.570000 sec): 3 clusters
  Score: Raw -1106185.017972 + Penalty 4435.849487 = -1101749.168485
  nChanged 52
		SP:Iteration 27Q (8573.590000 sec): 3 clusters
  Score: Raw -1106200.819244 + Penalty 4435.849487 = -1101764.969757
  nChanged 41
		SP:Iteration 28Q (8573.620000 sec): 3 clusters
  Score: Raw -1106216.231362 + Penalty 4435.849487 = -1101780.381875
  nChanged 45
		SP:Iteration 29Q (8573.650000 sec): 3 clusters
  Score: Raw -1106232.425422 + Penalty 4435.849487 = -1101796.575935
  nChanged 50
		SP:Iteration 30Q (8573.670000 sec): 3 clusters
  Score: Raw -1106254.268676 + Penalty 4435.849487 = -1101818.419189
  nChanged 53
		SP:Iteration 31Q (8573.690000 sec): 3 clusters
  Score: Raw -1106273.112978 + Penalty 4435.849487 = -1101837.263491
  nChanged 40
		SP:Iteration 32Q (8573.720000 sec): 3 clusters
  Score: Raw -1106286.591392 + Penalty 4435.849487 = -1101850.741905
  nChanged 34
		SP:Iteration 33Q (8573.750000 sec): 3 clusters
  Score: Raw -1106296.345783 + Penalty 4435.849487 = -1101860.496296
  nChanged 27
		SP:Iteration 34Q (8573.770000 sec): 3 clusters
  Score: Raw -1106305.902187 + Penalty 4435.849487 = -1101870.052700
  nChanged 34
		SP:Iteration 35Q (8573.790000 sec): 3 clusters
  Score: Raw -1106317.046410 + Penalty 4435.849487 = -1101881.196923
  nChanged 28
		SP:Iteration 36Q (8573.820000 sec): 3 clusters
  Score: Raw -1106325.768581 + Penalty 4435.849487 = -1101889.919094
  nChanged 21
		SP:Iteration 37Q (8573.850000 sec): 3 clusters
  Score: Raw -1106331.991425 + Penalty 4435.849487 = -1101896.141938
  nChanged 27
		SP:Iteration 38Q (8573.870000 sec): 3 clusters
  Score: Raw -1106339.206951 + Penalty 4435.849487 = -1101903.357464
  nChanged 23
		SP:Iteration 39Q (8573.890000 sec): 3 clusters
  Score: Raw -1106346.817645 + Penalty 4435.849487 = -1101910.968159
  nChanged 26
		SP:Iteration 40F (8573.920000 sec): 3 clusters
  Score: Raw -1106354.687404 + Penalty 4435.849487 = -1101918.837917
  nChanged 29
		SP:Iteration 41Q (8573.950000 sec): 3 clusters
  Score: Raw -1106361.686351 + Penalty 4435.849487 = -1101925.836864
  nChanged 32
		SP:Iteration 42Q (8573.970000 sec): 3 clusters
  Score: Raw -1106372.416633 + Penalty 4435.849487 = -1101936.567146
  nChanged 29
		SP:Iteration 43Q (8573.990000 sec): 3 clusters
  Score: Raw -1106380.929139 + Penalty 4435.849487 = -1101945.079652
  nChanged 20
		SP:Iteration 44Q (8574.020000 sec): 3 clusters
  Score: Raw -1106385.724969 + Penalty 4435.849487 = -1101949.875482
  nChanged 18
		SP:Iteration 45Q (8574.040000 sec): 3 clusters
  Score: Raw -1106392.793914 + Penalty 4435.849487 = -1101956.944427
  nChanged 23
		SP:Iteration 46Q (8574.070000 sec): 3 clusters
  Score: Raw -1106399.758324 + Penalty 4435.849487 = -1101963.908837
  nChanged 25
		SP:Iteration 47Q (8574.090000 sec): 3 clusters
  Score: Raw -1106407.427134 + Penalty 4435.849487 = -1101971.577647
  nChanged 28
		SP:Iteration 48Q (8574.110000 sec): 3 clusters
  Score: Raw -1106417.400322 + Penalty 4435.849487 = -1101981.550835
  nChanged 32
		SP:Iteration 49Q (8574.140000 sec): 3 clusters
  Score: Raw -1106428.355474 + Penalty 4435.849487 = -1101992.505987
  nChanged 25
		SP:Iteration 50Q (8574.160000 sec): 3 clusters
  Score: Raw -1106435.379268 + Penalty 4435.849487 = -1101999.529781
  nChanged 22
		SP:Iteration 51Q (8574.190000 sec): 3 clusters
  Score: Raw -1106441.699734 + Penalty 4435.849487 = -1102005.850248
  nChanged 24
		SP:Iteration 52Q (8574.210000 sec): 3 clusters
  Score: Raw -1106450.389318 + Penalty 4435.849487 = -1102014.539831
  nChanged 30
		SP:Iteration 53Q (8574.230000 sec): 3 clusters
  Score: Raw -1106463.336278 + Penalty 4435.849487 = -1102027.486791
  nChanged 33
		SP:Iteration 54Q (8574.260000 sec): 3 clusters
  Score: Raw -1106476.834742 + Penalty 4435.849487 = -1102040.985255
  nChanged 32
		SP:Iteration 55Q (8574.280000 sec): 3 clusters
  Score: Raw -1106489.269682 + Penalty 4435.849487 = -1102053.420195
  nChanged 31
		SP:Iteration 56Q (8574.310000 sec): 3 clusters
  Score: Raw -1106502.674559 + Penalty 4435.849487 = -1102066.825072
  nChanged 30
		SP:Iteration 57Q (8574.330000 sec): 3 clusters
  Score: Raw -1106513.495407 + Penalty 4435.849487 = -1102077.645920
  nChanged 28
		SP:Iteration 58Q (8574.350000 sec): 3 clusters
  Score: Raw -1106525.401234 + Penalty 4435.849487 = -1102089.551747
  nChanged 23
		SP:Iteration 59Q (8574.380000 sec): 3 clusters
  Score: Raw -1106532.343900 + Penalty 4435.849487 = -1102096.494414
  nChanged 21
		SP:Iteration 60F (8574.400000 sec): 3 clusters
  Score: Raw -1106541.816663 + Penalty 4435.849487 = -1102105.967176
  nChanged 26
		SP:Iteration 61Q (8574.430000 sec): 3 clusters
  Score: Raw -1106552.776481 + Penalty 4435.849487 = -1102116.926994
  nChanged 32
		SP:Iteration 62Q (8574.450000 sec): 3 clusters
  Score: Raw -1106566.570172 + Penalty 4435.849487 = -1102130.720685
  nChanged 23
		SP:Iteration 63Q (8574.470000 sec): 3 clusters
  Score: Raw -1106577.531609 + Penalty 4435.849487 = -1102141.682123
  nChanged 25
		SP:Iteration 64Q (8574.500000 sec): 3 clusters
  Score: Raw -1106587.859436 + Penalty 4435.849487 = -1102152.009949
  nChanged 26
		SP:Iteration 65Q (8574.520000 sec): 3 clusters
  Score: Raw -1106600.121168 + Penalty 4435.849487 = -1102164.271682
  nChanged 29
		SP:Iteration 66Q (8574.540000 sec): 3 clusters
  Score: Raw -1106617.359139 + Penalty 4435.849487 = -1102181.509652
  nChanged 39
		SP:Iteration 67Q (8574.570000 sec): 3 clusters
  Score: Raw -1106635.119974 + Penalty 4435.849487 = -1102199.270487
  nChanged 32
		SP:Iteration 68Q (8574.590000 sec): 3 clusters
  Score: Raw -1106653.867330 + Penalty 4435.849487 = -1102218.017843
  nChanged 30
		SP:Iteration 69Q (8574.610000 sec): 3 clusters
  Score: Raw -1106669.216020 + Penalty 4435.849487 = -1102233.366533
  nChanged 27
		SP:Iteration 70Q (8574.630000 sec): 3 clusters
  Score: Raw -1106681.509726 + Penalty 4435.849487 = -1102245.660239
  nChanged 30
		SP:Iteration 71Q (8574.660000 sec): 3 clusters
  Score: Raw -1106697.790979 + Penalty 4435.849487 = -1102261.941492
  nChanged 29
		SP:Iteration 72Q (8574.680000 sec): 3 clusters
  Score: Raw -1106710.109032 + Penalty 4435.849487 = -1102274.259545
  nChanged 24
		SP:Iteration 73Q (8574.700000 sec): 3 clusters
  Score: Raw -1106721.879336 + Penalty 4435.849487 = -1102286.029850
  nChanged 23
		SP:Iteration 74Q (8574.720000 sec): 3 clusters
  Score: Raw -1106732.851793 + Penalty 4435.849487 = -1102297.002307
  nChanged 20
		SP:Iteration 75Q (8574.750000 sec): 3 clusters
  Score: Raw -1106742.176809 + Penalty 4435.849487 = -1102306.327322
  nChanged 20
		SP:Iteration 76Q (8574.770000 sec): 3 clusters
  Score: Raw -1106752.320677 + Penalty 4435.849487 = -1102316.471190
  nChanged 17
		SP:Iteration 77Q (8574.790000 sec): 3 clusters
  Score: Raw -1106758.719699 + Penalty 4435.849487 = -1102322.870212
  nChanged 11
		SP:Iteration 78Q (8574.810000 sec): 3 clusters
  Score: Raw -1106762.511220 + Penalty 4435.849487 = -1102326.661733
  nChanged 13
		SP:Iteration 79Q (8574.830000 sec): 3 clusters
  Score: Raw -1106768.441492 + Penalty 4435.849487 = -1102332.592005
  nChanged 14
		SP:Iteration 80F (8574.860000 sec): 3 clusters
  Score: Raw -1106773.017206 + Penalty 4435.849487 = -1102337.167719
  nChanged 9
		SP:Iteration 81Q (8574.880000 sec): 3 clusters
  Score: Raw -1106777.604436 + Penalty 4435.849487 = -1102341.754949
  nChanged 10
		SP:Iteration 82Q (8574.910000 sec): 3 clusters
  Score: Raw -1106781.503638 + Penalty 4435.849487 = -1102345.654152
  nChanged 5
		SP:Iteration 83Q (8574.930000 sec): 3 clusters
  Score: Raw -1106782.839337 + Penalty 4435.849487 = -1102346.989850
  nChanged 4
		SP:Iteration 84Q (8574.950000 sec): 3 clusters
  Score: Raw -1106784.487160 + Penalty 4435.849487 = -1102348.637673
  nChanged 6
		SP:Iteration 85Q (8574.970000 sec): 3 clusters
  Score: Raw -1106786.974047 + Penalty 4435.849487 = -1102351.124560
  nChanged 6
		SP:Iteration 86Q (8574.990000 sec): 3 clusters
  Score: Raw -1106788.870878 + Penalty 4435.849487 = -1102353.021391
  nChanged 3
		SP:Iteration 87Q (8575.020000 sec): 3 clusters
  Score: Raw -1106789.554410 + Penalty 4435.849487 = -1102353.704923
  nChanged 0
		SP:Iteration 88F (8575.040000 sec): 3 clusters
  Score: Raw -1106789.554410 + Penalty 4435.849487 = -1102353.704923
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8575.130000 sec): 2 clusters
  Score: Raw -4024112.096684 + Penalty 2532.694661 = -4021579.402023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8575.230000 sec): 3 clusters
  Score: Raw -4007901.053187 + Penalty 5065.389321 = -4002835.663866
  nChanged 12271
		SP:Iteration 1F (8575.330000 sec): 3 clusters
  Score: Raw -4014304.484709 + Penalty 5065.389321 = -4009239.095387
  nChanged 1296
		SP:Iteration 2Q (8575.430000 sec): 3 clusters
  Score: Raw -4014704.290940 + Penalty 5065.389321 = -4009638.901618
  nChanged 1129
		SP:Iteration 3Q (8575.530000 sec): 3 clusters
  Score: Raw -4015040.531056 + Penalty 5065.389321 = -4009975.141735
  nChanged 1016
		SP:Iteration 4Q (8575.630000 sec): 3 clusters
  Score: Raw -4015324.939549 + Penalty 5065.389321 = -4010259.550228
  nChanged 894
		SP:Iteration 5Q (8575.740000 sec): 3 clusters
  Score: Raw -4015581.957350 + Penalty 5065.389321 = -4010516.568029
  nChanged 852
		SP:Iteration 6Q (8575.840000 sec): 3 clusters
  Score: Raw -4015844.894236 + Penalty 5065.389321 = -4010779.504915
  nChanged 890
		SP:Iteration 7Q (8575.940000 sec): 3 clusters
  Score: Raw -4016153.517596 + Penalty 5065.389321 = -4011088.128275
  nChanged 986
		SP:Iteration 8Q (8576.040000 sec): 3 clusters
  Score: Raw -4016547.095819 + Penalty 5065.389321 = -4011481.706497
  nChanged 1140
		SP:Iteration 9Q (8576.140000 sec): 3 clusters
  Score: Raw -4017091.384030 + Penalty 5065.389321 = -4012025.994708
  nChanged 1384
		SP:Iteration 10F (8576.230000 sec): 3 clusters
  Score: Raw -4017910.807849 + Penalty 5065.389321 = -4012845.418528
  nChanged 1686
		SP:Iteration 11F (8576.330000 sec): 3 clusters
  Score: Raw -4019122.481658 + Penalty 5065.389321 = -4014057.092337
  nChanged 1766
		SP:Iteration 12F (8576.420000 sec): 3 clusters
  Score: Raw -4020554.104907 + Penalty 5065.389321 = -4015488.715586
  nChanged 1638
		SP:Iteration 13F (8576.510000 sec): 3 clusters
  Score: Raw -4022018.912853 + Penalty 5065.389321 = -4016953.523532
  nChanged 1189
		SP:Iteration 14Q (8576.600000 sec): 3 clusters
  Score: Raw -4023103.117804 + Penalty 5065.389321 = -4018037.728482
  nChanged 691
		SP:Iteration 15Q (8576.690000 sec): 3 clusters
  Score: Raw -4023750.844906 + Penalty 5065.389321 = -4018685.455585
  nChanged 348
		SP:Iteration 16Q (8576.760000 sec): 3 clusters
  Score: Raw -4024071.942234 + Penalty 5065.389321 = -4019006.552913
  nChanged 170
		SP:Iteration 17Q (8576.830000 sec): 3 clusters
  Score: Raw -4024238.268289 + Penalty 5065.389321 = -4019172.878968
  nChanged 96
		SP:Iteration 18Q (8576.900000 sec): 3 clusters
  Score: Raw -4024337.478425 + Penalty 5065.389321 = -4019272.089103
  nChanged 59
		SP:Iteration 19Q (8576.970000 sec): 3 clusters
  Score: Raw -4024396.296202 + Penalty 5065.389321 = -4019330.906881
  nChanged 40
		SP:Iteration 20F (8577.070000 sec): 3 clusters
  Score: Raw -4024432.380105 + Penalty 5065.389321 = -4019366.990784
  nChanged 27
		SP:Iteration 21Q (8577.130000 sec): 3 clusters
  Score: Raw -4024459.321632 + Penalty 5065.389321 = -4019393.932311
  nChanged 23
		SP:Iteration 22Q (8577.200000 sec): 3 clusters
  Score: Raw -4024477.687624 + Penalty 5065.389321 = -4019412.298303
  nChanged 21
		SP:Iteration 23Q (8577.270000 sec): 3 clusters
  Score: Raw -4024493.606450 + Penalty 5065.389321 = -4019428.217128
  nChanged 11
		SP:Iteration 24Q (8577.330000 sec): 3 clusters
  Score: Raw -4024501.707234 + Penalty 5065.389321 = -4019436.317913
  nChanged 8
		SP:Iteration 25Q (8577.400000 sec): 3 clusters
  Score: Raw -4024508.094325 + Penalty 5065.389321 = -4019442.705004
  nChanged 3
		SP:Iteration 26Q (8577.470000 sec): 3 clusters
  Score: Raw -4024510.152543 + Penalty 5065.389321 = -4019444.763222
  nChanged 1
		SP:Iteration 27Q (8577.540000 sec): 3 clusters
  Score: Raw -4024511.333131 + Penalty 5065.389321 = -4019445.943809
  nChanged 0
		SP:Iteration 28F (8577.630000 sec): 3 clusters
  Score: Raw -4024511.333131 + Penalty 5065.389321 = -4019445.943809
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8577.710000 sec): 2 clusters
  Score: Raw -3338101.850046 + Penalty 2502.075052 = -3335599.774994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8577.790000 sec): 3 clusters
  Score: Raw -3324002.424596 + Penalty 5004.150104 = -3318998.274492
  nChanged 10635
		SP:Iteration 1F (8577.880000 sec): 3 clusters
  Score: Raw -3329957.080198 + Penalty 5004.150104 = -3324952.930094
  nChanged 1308
		SP:Iteration 2F (8577.960000 sec): 3 clusters
  Score: Raw -3330495.463546 + Penalty 5004.150104 = -3325491.313442
  nChanged 1207
		SP:Iteration 3F (8578.050000 sec): 3 clusters
  Score: Raw -3331003.770349 + Penalty 5004.150104 = -3325999.620245
  nChanged 1138
		SP:Iteration 4Q (8578.130000 sec): 3 clusters
  Score: Raw -3331471.811964 + Penalty 5004.150104 = -3326467.661860
  nChanged 1035
		SP:Iteration 5Q (8578.220000 sec): 3 clusters
  Score: Raw -3331898.261521 + Penalty 5004.150104 = -3326894.111417
  nChanged 1004
		SP:Iteration 6Q (8578.310000 sec): 3 clusters
  Score: Raw -3332299.940681 + Penalty 5004.150104 = -3327295.790577
  nChanged 925
		SP:Iteration 7Q (8578.390000 sec): 3 clusters
  Score: Raw -3332688.323075 + Penalty 5004.150104 = -3327684.172971
  nChanged 911
		SP:Iteration 8Q (8578.480000 sec): 3 clusters
  Score: Raw -3333111.896710 + Penalty 5004.150104 = -3328107.746606
  nChanged 913
		SP:Iteration 9Q (8578.570000 sec): 3 clusters
  Score: Raw -3333577.601537 + Penalty 5004.150104 = -3328573.451433
  nChanged 901
		SP:Iteration 10Q (8578.660000 sec): 3 clusters
  Score: Raw -3334049.129650 + Penalty 5004.150104 = -3329044.979545
  nChanged 874
		SP:Iteration 11Q (8578.750000 sec): 3 clusters
  Score: Raw -3334566.321731 + Penalty 5004.150104 = -3329562.171626
  nChanged 852
		SP:Iteration 12Q (8578.830000 sec): 3 clusters
  Score: Raw -3335088.454639 + Penalty 5004.150104 = -3330084.304535
  nChanged 831
		SP:Iteration 13Q (8578.920000 sec): 3 clusters
  Score: Raw -3335568.199634 + Penalty 5004.150104 = -3330564.049529
  nChanged 719
		SP:Iteration 14Q (8579.010000 sec): 3 clusters
  Score: Raw -3335933.336871 + Penalty 5004.150104 = -3330929.186767
  nChanged 531
		SP:Iteration 15Q (8579.090000 sec): 3 clusters
  Score: Raw -3336153.020010 + Penalty 5004.150104 = -3331148.869906
  nChanged 437
		SP:Iteration 16Q (8579.170000 sec): 3 clusters
  Score: Raw -3336322.626916 + Penalty 5004.150104 = -3331318.476811
  nChanged 365
		SP:Iteration 17Q (8579.250000 sec): 3 clusters
  Score: Raw -3336467.980366 + Penalty 5004.150104 = -3331463.830262
  nChanged 355
		SP:Iteration 18Q (8579.330000 sec): 3 clusters
  Score: Raw -3336604.553498 + Penalty 5004.150104 = -3331600.403393
  nChanged 351
		SP:Iteration 19Q (8579.410000 sec): 3 clusters
  Score: Raw -3336742.958467 + Penalty 5004.150104 = -3331738.808362
  nChanged 330
		SP:Iteration 20F (8579.490000 sec): 3 clusters
  Score: Raw -3336858.101740 + Penalty 5004.150104 = -3331853.951635
  nChanged 301
		SP:Iteration 21Q (8579.570000 sec): 3 clusters
  Score: Raw -3336960.679839 + Penalty 5004.150104 = -3331956.529735
  nChanged 275
		SP:Iteration 22Q (8579.640000 sec): 3 clusters
  Score: Raw -3337054.662185 + Penalty 5004.150104 = -3332050.512081
  nChanged 274
		SP:Iteration 23Q (8579.720000 sec): 3 clusters
  Score: Raw -3337157.980762 + Penalty 5004.150104 = -3332153.830658
  nChanged 248
		SP:Iteration 24Q (8579.790000 sec): 3 clusters
  Score: Raw -3337243.734430 + Penalty 5004.150104 = -3332239.584326
  nChanged 233
		SP:Iteration 25Q (8579.870000 sec): 3 clusters
  Score: Raw -3337321.060851 + Penalty 5004.150104 = -3332316.910747
  nChanged 245
		SP:Iteration 26Q (8579.950000 sec): 3 clusters
  Score: Raw -3337405.816780 + Penalty 5004.150104 = -3332401.666676
  nChanged 219
		SP:Iteration 27Q (8580.030000 sec): 3 clusters
  Score: Raw -3337472.532096 + Penalty 5004.150104 = -3332468.381991
  nChanged 185
		SP:Iteration 28Q (8580.100000 sec): 3 clusters
  Score: Raw -3337525.394362 + Penalty 5004.150104 = -3332521.244258
  nChanged 179
		SP:Iteration 29Q (8580.170000 sec): 3 clusters
  Score: Raw -3337576.637937 + Penalty 5004.150104 = -3332572.487833
  nChanged 164
		SP:Iteration 30Q (8580.250000 sec): 3 clusters
  Score: Raw -3337619.830796 + Penalty 5004.150104 = -3332615.680692
  nChanged 165
		SP:Iteration 31Q (8580.330000 sec): 3 clusters
  Score: Raw -3337670.569304 + Penalty 5004.150104 = -3332666.419200
  nChanged 166
		SP:Iteration 32Q (8580.400000 sec): 3 clusters
  Score: Raw -3337717.212000 + Penalty 5004.150104 = -3332713.061896
  nChanged 155
		SP:Iteration 33Q (8580.470000 sec): 3 clusters
  Score: Raw -3337760.134413 + Penalty 5004.150104 = -3332755.984309
  nChanged 141
		SP:Iteration 34Q (8580.550000 sec): 3 clusters
  Score: Raw -3337804.666007 + Penalty 5004.150104 = -3332800.515903
  nChanged 166
		SP:Iteration 35Q (8580.620000 sec): 3 clusters
  Score: Raw -3337862.616541 + Penalty 5004.150104 = -3332858.466437
  nChanged 160
		SP:Iteration 36Q (8580.690000 sec): 3 clusters
  Score: Raw -3337917.905978 + Penalty 5004.150104 = -3332913.755873
  nChanged 142
		SP:Iteration 37Q (8580.770000 sec): 3 clusters
  Score: Raw -3337966.640148 + Penalty 5004.150104 = -3332962.490044
  nChanged 142
		SP:Iteration 38Q (8580.840000 sec): 3 clusters
  Score: Raw -3338008.941754 + Penalty 5004.150104 = -3333004.791649
  nChanged 123
		SP:Iteration 39Q (8580.910000 sec): 3 clusters
  Score: Raw -3338049.680167 + Penalty 5004.150104 = -3333045.530063
  nChanged 105
		SP:Iteration 40F (8581.000000 sec): 3 clusters
  Score: Raw -3338082.285901 + Penalty 5004.150104 = -3333078.135797
  nChanged 114
		SP:Iteration 41Q (8581.070000 sec): 3 clusters
  Score: Raw -3338120.519193 + Penalty 5004.150104 = -3333116.369089
  nChanged 89
		SP:Iteration 42Q (8581.140000 sec): 3 clusters
  Score: Raw -3338150.493460 + Penalty 5004.150104 = -3333146.343356
  nChanged 91
		SP:Iteration 43Q (8581.210000 sec): 3 clusters
  Score: Raw -3338183.265680 + Penalty 5004.150104 = -3333179.115576
  nChanged 76
		SP:Iteration 44Q (8581.270000 sec): 3 clusters
  Score: Raw -3338210.204261 + Penalty 5004.150104 = -3333206.054157
  nChanged 75
		SP:Iteration 45Q (8581.340000 sec): 3 clusters
  Score: Raw -3338232.112921 + Penalty 5004.150104 = -3333227.962817
  nChanged 81
		SP:Iteration 46Q (8581.410000 sec): 3 clusters
  Score: Raw -3338259.142424 + Penalty 5004.150104 = -3333254.992320
  nChanged 82
		SP:Iteration 47Q (8581.480000 sec): 3 clusters
  Score: Raw -3338292.482232 + Penalty 5004.150104 = -3333288.332128
  nChanged 82
		SP:Iteration 48Q (8581.550000 sec): 3 clusters
  Score: Raw -3338320.860382 + Penalty 5004.150104 = -3333316.710277
  nChanged 77
		SP:Iteration 49Q (8581.620000 sec): 3 clusters
  Score: Raw -3338341.373924 + Penalty 5004.150104 = -3333337.223820
  nChanged 52
		SP:Iteration 50Q (8581.680000 sec): 3 clusters
  Score: Raw -3338354.668711 + Penalty 5004.150104 = -3333350.518607
  nChanged 41
		SP:Iteration 51Q (8581.750000 sec): 3 clusters
  Score: Raw -3338364.122180 + Penalty 5004.150104 = -3333359.972076
  nChanged 36
		SP:Iteration 52Q (8581.820000 sec): 3 clusters
  Score: Raw -3338372.569597 + Penalty 5004.150104 = -3333368.419493
  nChanged 34
		SP:Iteration 53Q (8581.880000 sec): 3 clusters
  Score: Raw -3338380.103225 + Penalty 5004.150104 = -3333375.953121
  nChanged 36
		SP:Iteration 54Q (8581.950000 sec): 3 clusters
  Score: Raw -3338388.146954 + Penalty 5004.150104 = -3333383.996849
  nChanged 19
		SP:Iteration 55Q (8582.010000 sec): 3 clusters
  Score: Raw -3338392.531027 + Penalty 5004.150104 = -3333388.380922
  nChanged 18
		SP:Iteration 56Q (8582.080000 sec): 3 clusters
  Score: Raw -3338397.729134 + Penalty 5004.150104 = -3333393.579029
  nChanged 22
		SP:Iteration 57Q (8582.140000 sec): 3 clusters
  Score: Raw -3338402.961344 + Penalty 5004.150104 = -3333398.811240
  nChanged 20
		SP:Iteration 58Q (8582.210000 sec): 3 clusters
  Score: Raw -3338407.668865 + Penalty 5004.150104 = -3333403.518760
  nChanged 23
		SP:Iteration 59Q (8582.280000 sec): 3 clusters
  Score: Raw -3338412.253454 + Penalty 5004.150104 = -3333408.103349
  nChanged 16
		SP:Iteration 60F (8582.360000 sec): 3 clusters
  Score: Raw -3338415.188547 + Penalty 5004.150104 = -3333411.038443
  nChanged 13
		SP:Iteration 61Q (8582.420000 sec): 3 clusters
  Score: Raw -3338418.956863 + Penalty 5004.150104 = -3333414.806759
  nChanged 24
		SP:Iteration 62Q (8582.490000 sec): 3 clusters
  Score: Raw -3338425.136702 + Penalty 5004.150104 = -3333420.986598
  nChanged 16
		SP:Iteration 63Q (8582.560000 sec): 3 clusters
  Score: Raw -3338428.787490 + Penalty 5004.150104 = -3333424.637386
  nChanged 10
		SP:Iteration 64Q (8582.620000 sec): 3 clusters
  Score: Raw -3338430.600549 + Penalty 5004.150104 = -3333426.450445
  nChanged 6
		SP:Iteration 65Q (8582.690000 sec): 3 clusters
  Score: Raw -3338431.547169 + Penalty 5004.150104 = -3333427.397065
  nChanged 4
		SP:Iteration 66Q (8582.760000 sec): 3 clusters
  Score: Raw -3338432.073868 + Penalty 5004.150104 = -3333427.923763
  nChanged 3
		SP:Iteration 67Q (8582.820000 sec): 3 clusters
  Score: Raw -3338432.560068 + Penalty 5004.150104 = -3333428.409964
  nChanged 7
		SP:Iteration 68Q (8582.890000 sec): 3 clusters
  Score: Raw -3338433.520561 + Penalty 5004.150104 = -3333429.370457
  nChanged 8
		SP:Iteration 69Q (8582.950000 sec): 3 clusters
  Score: Raw -3338435.131887 + Penalty 5004.150104 = -3333430.981783
  nChanged 13
		SP:Iteration 70Q (8583.020000 sec): 3 clusters
  Score: Raw -3338437.951714 + Penalty 5004.150104 = -3333433.801610
  nChanged 11
		SP:Iteration 71Q (8583.080000 sec): 3 clusters
  Score: Raw -3338439.911761 + Penalty 5004.150104 = -3333435.761657
  nChanged 11
		SP:Iteration 72Q (8583.150000 sec): 3 clusters
  Score: Raw -3338442.703440 + Penalty 5004.150104 = -3333438.553336
  nChanged 9
		SP:Iteration 73Q (8583.210000 sec): 3 clusters
  Score: Raw -3338444.803474 + Penalty 5004.150104 = -3333440.653370
  nChanged 12
		SP:Iteration 74Q (8583.280000 sec): 3 clusters
  Score: Raw -3338447.366291 + Penalty 5004.150104 = -3333443.216187
  nChanged 9
		SP:Iteration 75Q (8583.340000 sec): 3 clusters
  Score: Raw -3338449.806717 + Penalty 5004.150104 = -3333445.656613
  nChanged 12
		SP:Iteration 76Q (8583.410000 sec): 3 clusters
  Score: Raw -3338453.174718 + Penalty 5004.150104 = -3333449.024613
  nChanged 18
		SP:Iteration 77Q (8583.470000 sec): 3 clusters
  Score: Raw -3338458.339263 + Penalty 5004.150104 = -3333454.189158
  nChanged 21
		SP:Iteration 78Q (8583.540000 sec): 3 clusters
  Score: Raw -3338464.092793 + Penalty 5004.150104 = -3333459.942689
  nChanged 23
		SP:Iteration 79Q (8583.600000 sec): 3 clusters
  Score: Raw -3338469.402005 + Penalty 5004.150104 = -3333465.251901
  nChanged 18
		SP:Iteration 80F (8583.680000 sec): 3 clusters
  Score: Raw -3338473.417772 + Penalty 5004.150104 = -3333469.267668
  nChanged 16
		SP:Iteration 81Q (8583.750000 sec): 3 clusters
  Score: Raw -3338477.768317 + Penalty 5004.150104 = -3333473.618213
  nChanged 16
		SP:Iteration 82Q (8583.810000 sec): 3 clusters
  Score: Raw -3338482.787503 + Penalty 5004.150104 = -3333478.637399
  nChanged 18
		SP:Iteration 83Q (8583.880000 sec): 3 clusters
  Score: Raw -3338487.478570 + Penalty 5004.150104 = -3333483.328465
  nChanged 19
		SP:Iteration 84Q (8583.940000 sec): 3 clusters
  Score: Raw -3338492.469956 + Penalty 5004.150104 = -3333488.319852
  nChanged 18
		SP:Iteration 85Q (8584.010000 sec): 3 clusters
  Score: Raw -3338497.162774 + Penalty 5004.150104 = -3333493.012669
  nChanged 21
		SP:Iteration 86Q (8584.070000 sec): 3 clusters
  Score: Raw -3338503.556082 + Penalty 5004.150104 = -3333499.405978
  nChanged 15
		SP:Iteration 87Q (8584.130000 sec): 3 clusters
  Score: Raw -3338507.860307 + Penalty 5004.150104 = -3333503.710203
  nChanged 25
		SP:Iteration 88Q (8584.200000 sec): 3 clusters
  Score: Raw -3338516.374241 + Penalty 5004.150104 = -3333512.224137
  nChanged 27
		SP:Iteration 89Q (8584.260000 sec): 3 clusters
  Score: Raw -3338523.313576 + Penalty 5004.150104 = -3333519.163471
  nChanged 21
		SP:Iteration 90Q (8584.330000 sec): 3 clusters
  Score: Raw -3338529.561751 + Penalty 5004.150104 = -3333525.411647
  nChanged 23
		SP:Iteration 91Q (8584.390000 sec): 3 clusters
  Score: Raw -3338537.689438 + Penalty 5004.150104 = -3333533.539333
  nChanged 28
		SP:Iteration 92Q (8584.460000 sec): 3 clusters
  Score: Raw -3338547.499859 + Penalty 5004.150104 = -3333543.349755
  nChanged 35
		SP:Iteration 93Q (8584.520000 sec): 3 clusters
  Score: Raw -3338560.458597 + Penalty 5004.150104 = -3333556.308493
  nChanged 29
		SP:Iteration 94Q (8584.590000 sec): 3 clusters
  Score: Raw -3338571.861307 + Penalty 5004.150104 = -3333567.711203
  nChanged 39
		SP:Iteration 95Q (8584.650000 sec): 3 clusters
  Score: Raw -3338588.026615 + Penalty 5004.150104 = -3333583.876511
  nChanged 38
		SP:Iteration 96Q (8584.710000 sec): 3 clusters
  Score: Raw -3338602.077880 + Penalty 5004.150104 = -3333597.927776
  nChanged 44
		SP:Iteration 97Q (8584.770000 sec): 3 clusters
  Score: Raw -3338617.341216 + Penalty 5004.150104 = -3333613.191112
  nChanged 40
		SP:Iteration 98Q (8584.840000 sec): 3 clusters
  Score: Raw -3338631.558427 + Penalty 5004.150104 = -3333627.408323
  nChanged 32
		SP:Iteration 99Q (8584.900000 sec): 3 clusters
  Score: Raw -3338642.981750 + Penalty 5004.150104 = -3333638.831646
  nChanged 26
		SP:Iteration 100F (8584.990000 sec): 3 clusters
  Score: Raw -3338653.351452 + Penalty 5004.150104 = -3333649.201348
  nChanged 34
		SP:Iteration 101Q (8585.050000 sec): 3 clusters
  Score: Raw -3338668.671716 + Penalty 5004.150104 = -3333664.521611
  nChanged 39
		SP:Iteration 102Q (8585.110000 sec): 3 clusters
  Score: Raw -3338685.710146 + Penalty 5004.150104 = -3333681.560041
  nChanged 35
		SP:Iteration 103Q (8585.170000 sec): 3 clusters
  Score: Raw -3338701.292211 + Penalty 5004.150104 = -3333697.142107
  nChanged 33
		SP:Iteration 104Q (8585.240000 sec): 3 clusters
  Score: Raw -3338714.327808 + Penalty 5004.150104 = -3333710.177704
  nChanged 25
		SP:Iteration 105Q (8585.300000 sec): 3 clusters
  Score: Raw -3338726.142662 + Penalty 5004.150104 = -3333721.992558
  nChanged 23
		SP:Iteration 106Q (8585.360000 sec): 3 clusters
  Score: Raw -3338735.829541 + Penalty 5004.150104 = -3333731.679436
  nChanged 24
		SP:Iteration 107Q (8585.420000 sec): 3 clusters
  Score: Raw -3338745.103206 + Penalty 5004.150104 = -3333740.953101
  nChanged 27
		SP:Iteration 108Q (8585.490000 sec): 3 clusters
  Score: Raw -3338754.503861 + Penalty 5004.150104 = -3333750.353757
  nChanged 18
		SP:Iteration 109Q (8585.550000 sec): 3 clusters
  Score: Raw -3338762.350560 + Penalty 5004.150104 = -3333758.200456
  nChanged 21
		SP:Iteration 110Q (8585.610000 sec): 3 clusters
  Score: Raw -3338771.531257 + Penalty 5004.150104 = -3333767.381153
  nChanged 24
		SP:Iteration 111Q (8585.670000 sec): 3 clusters
  Score: Raw -3338782.196253 + Penalty 5004.150104 = -3333778.046149
  nChanged 26
		SP:Iteration 112Q (8585.730000 sec): 3 clusters
  Score: Raw -3338796.168530 + Penalty 5004.150104 = -3333792.018425
  nChanged 21
		SP:Iteration 113Q (8585.790000 sec): 3 clusters
  Score: Raw -3338807.356841 + Penalty 5004.150104 = -3333803.206737
  nChanged 21
		SP:Iteration 114Q (8585.850000 sec): 3 clusters
  Score: Raw -3338815.364213 + Penalty 5004.150104 = -3333811.214108
  nChanged 18
		SP:Iteration 115Q (8585.920000 sec): 3 clusters
  Score: Raw -3338821.416663 + Penalty 5004.150104 = -3333817.266559
  nChanged 10
		SP:Iteration 116Q (8585.980000 sec): 3 clusters
  Score: Raw -3338825.426020 + Penalty 5004.150104 = -3333821.275916
  nChanged 15
		SP:Iteration 117Q (8586.040000 sec): 3 clusters
  Score: Raw -3338832.999431 + Penalty 5004.150104 = -3333828.849327
  nChanged 18
		SP:Iteration 118Q (8586.100000 sec): 3 clusters
  Score: Raw -3338840.780903 + Penalty 5004.150104 = -3333836.630799
  nChanged 20
		SP:Iteration 119Q (8586.170000 sec): 3 clusters
  Score: Raw -3338850.704751 + Penalty 5004.150104 = -3333846.554646
  nChanged 17
		SP:Iteration 120F (8586.250000 sec): 3 clusters
  Score: Raw -3338860.103786 + Penalty 5004.150104 = -3333855.953682
  nChanged 19
		SP:Iteration 121Q (8586.310000 sec): 3 clusters
  Score: Raw -3338868.552947 + Penalty 5004.150104 = -3333864.402843
  nChanged 17
		SP:Iteration 122Q (8586.370000 sec): 3 clusters
  Score: Raw -3338874.573905 + Penalty 5004.150104 = -3333870.423801
  nChanged 14
		SP:Iteration 123Q (8586.430000 sec): 3 clusters
  Score: Raw -3338879.034105 + Penalty 5004.150104 = -3333874.884001
  nChanged 8
		SP:Iteration 124Q (8586.490000 sec): 3 clusters
  Score: Raw -3338883.152943 + Penalty 5004.150104 = -3333879.002839
  nChanged 7
		SP:Iteration 125Q (8586.550000 sec): 3 clusters
  Score: Raw -3338886.572060 + Penalty 5004.150104 = -3333882.421956
  nChanged 7
		SP:Iteration 126Q (8586.620000 sec): 3 clusters
  Score: Raw -3338888.891392 + Penalty 5004.150104 = -3333884.741288
  nChanged 8
		SP:Iteration 127Q (8586.680000 sec): 3 clusters
  Score: Raw -3338891.648417 + Penalty 5004.150104 = -3333887.498313
  nChanged 7
		SP:Iteration 128Q (8586.740000 sec): 3 clusters
  Score: Raw -3338894.988945 + Penalty 5004.150104 = -3333890.838840
  nChanged 10
		SP:Iteration 129Q (8586.810000 sec): 3 clusters
  Score: Raw -3338899.402706 + Penalty 5004.150104 = -3333895.252602
  nChanged 6
		SP:Iteration 130Q (8586.870000 sec): 3 clusters
  Score: Raw -3338902.035803 + Penalty 5004.150104 = -3333897.885699
  nChanged 6
		SP:Iteration 131Q (8586.930000 sec): 3 clusters
  Score: Raw -3338904.385971 + Penalty 5004.150104 = -3333900.235867
  nChanged 5
		SP:Iteration 132Q (8586.990000 sec): 3 clusters
  Score: Raw -3338905.733904 + Penalty 5004.150104 = -3333901.583800
  nChanged 3
		SP:Iteration 133Q (8587.060000 sec): 3 clusters
  Score: Raw -3338906.552978 + Penalty 5004.150104 = -3333902.402874
  nChanged 1
		SP:Iteration 134Q (8587.120000 sec): 3 clusters
  Score: Raw -3338906.803688 + Penalty 5004.150104 = -3333902.653584
  nChanged 0
		SP:Iteration 135F (8587.200000 sec): 3 clusters
  Score: Raw -3338906.803688 + Penalty 5004.150104 = -3333902.653584
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8587.230000 sec): 2 clusters
  Score: Raw -494000.591510 + Penalty 2019.015069 = -491981.576441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8587.240000 sec): 3 clusters
  Score: Raw -492470.781522 + Penalty 4038.030138 = -488432.751385
  nChanged 1245
		SP:Iteration 1F (8587.250000 sec): 3 clusters
  Score: Raw -493246.692916 + Penalty 4038.030138 = -489208.662778
  nChanged 255
		SP:Iteration 2F (8587.260000 sec): 3 clusters
  Score: Raw -493456.842410 + Penalty 4038.030138 = -489418.812273
  nChanged 206
		SP:Iteration 3F (8587.270000 sec): 3 clusters
  Score: Raw -493626.102221 + Penalty 4038.030138 = -489588.072083
  nChanged 179
		SP:Iteration 4F (8587.290000 sec): 3 clusters
  Score: Raw -493796.190336 + Penalty 4038.030138 = -489758.160198
  nChanged 166
		SP:Iteration 5Q (8587.300000 sec): 3 clusters
  Score: Raw -493934.117802 + Penalty 4038.030138 = -489896.087665
  nChanged 140
		SP:Iteration 6Q (8587.310000 sec): 3 clusters
  Score: Raw -494085.185822 + Penalty 4038.030138 = -490047.155685
  nChanged 177
		SP:Iteration 7F (8587.320000 sec): 3 clusters
  Score: Raw -494306.542990 + Penalty 4038.030138 = -490268.512853
  nChanged 165
		SP:Iteration 8Q (8587.330000 sec): 3 clusters
  Score: Raw -494531.634873 + Penalty 4038.030138 = -490493.604735
  nChanged 139
		SP:Iteration 9Q (8587.340000 sec): 3 clusters
  Score: Raw -494711.340364 + Penalty 4038.030138 = -490673.310226
  nChanged 122
		SP:Iteration 10Q (8587.350000 sec): 3 clusters
  Score: Raw -494887.204173 + Penalty 4038.030138 = -490849.174036
  nChanged 124
		SP:Iteration 11Q (8587.370000 sec): 3 clusters
  Score: Raw -495050.451550 + Penalty 4038.030138 = -491012.421412
  nChanged 112
		SP:Iteration 12Q (8587.380000 sec): 3 clusters
  Score: Raw -495196.623431 + Penalty 4038.030138 = -491158.593293
  nChanged 93
		SP:Iteration 13Q (8587.390000 sec): 3 clusters
  Score: Raw -495306.758350 + Penalty 4038.030138 = -491268.728213
  nChanged 79
		SP:Iteration 14Q (8587.400000 sec): 3 clusters
  Score: Raw -495394.111139 + Penalty 4038.030138 = -491356.081002
  nChanged 53
		SP:Iteration 15Q (8587.410000 sec): 3 clusters
  Score: Raw -495433.338073 + Penalty 4038.030138 = -491395.307936
  nChanged 37
		SP:Iteration 16Q (8587.420000 sec): 3 clusters
  Score: Raw -495459.562235 + Penalty 4038.030138 = -491421.532098
  nChanged 32
		SP:Iteration 17Q (8587.430000 sec): 3 clusters
  Score: Raw -495480.409705 + Penalty 4038.030138 = -491442.379567
  nChanged 23
		SP:Iteration 18Q (8587.440000 sec): 3 clusters
  Score: Raw -495494.258619 + Penalty 4038.030138 = -491456.228481
  nChanged 27
		SP:Iteration 19Q (8587.450000 sec): 3 clusters
  Score: Raw -495510.911130 + Penalty 4038.030138 = -491472.880992
  nChanged 30
		SP:Iteration 20F (8587.460000 sec): 3 clusters
  Score: Raw -495533.368055 + Penalty 4038.030138 = -491495.337917
  nChanged 36
		SP:Iteration 21Q (8587.470000 sec): 3 clusters
  Score: Raw -495562.961419 + Penalty 4038.030138 = -491524.931281
  nChanged 41
		SP:Iteration 22Q (8587.480000 sec): 3 clusters
  Score: Raw -495593.867202 + Penalty 4038.030138 = -491555.837064
  nChanged 39
		SP:Iteration 23Q (8587.490000 sec): 3 clusters
  Score: Raw -495622.630037 + Penalty 4038.030138 = -491584.599900
  nChanged 33
		SP:Iteration 24Q (8587.500000 sec): 3 clusters
  Score: Raw -495641.344392 + Penalty 4038.030138 = -491603.314255
  nChanged 28
		SP:Iteration 25Q (8587.510000 sec): 3 clusters
  Score: Raw -495657.535815 + Penalty 4038.030138 = -491619.505678
  nChanged 24
		SP:Iteration 26Q (8587.520000 sec): 3 clusters
  Score: Raw -495671.424495 + Penalty 4038.030138 = -491633.394358
  nChanged 20
		SP:Iteration 27Q (8587.530000 sec): 3 clusters
  Score: Raw -495681.539293 + Penalty 4038.030138 = -491643.509156
  nChanged 14
		SP:Iteration 28Q (8587.540000 sec): 3 clusters
  Score: Raw -495687.420896 + Penalty 4038.030138 = -491649.390758
  nChanged 11
		SP:Iteration 29Q (8587.550000 sec): 3 clusters
  Score: Raw -495692.174323 + Penalty 4038.030138 = -491654.144186
  nChanged 9
		SP:Iteration 30Q (8587.560000 sec): 3 clusters
  Score: Raw -495695.754131 + Penalty 4038.030138 = -491657.723993
  nChanged 7
		SP:Iteration 31Q (8587.570000 sec): 3 clusters
  Score: Raw -495697.981841 + Penalty 4038.030138 = -491659.951703
  nChanged 5
		SP:Iteration 32Q (8587.580000 sec): 3 clusters
  Score: Raw -495699.214413 + Penalty 4038.030138 = -491661.184275
  nChanged 4
		SP:Iteration 33Q (8587.590000 sec): 3 clusters
  Score: Raw -495701.819741 + Penalty 4038.030138 = -491663.789603
  nChanged 3
		SP:Iteration 34Q (8587.600000 sec): 3 clusters
  Score: Raw -495702.662594 + Penalty 4038.030138 = -491664.632457
  nChanged 1
		SP:Iteration 35Q (8587.610000 sec): 3 clusters
  Score: Raw -495703.112388 + Penalty 4038.030138 = -491665.082251
  nChanged 1
		SP:Iteration 36Q (8587.610000 sec): 3 clusters
  Score: Raw -495703.386569 + Penalty 4038.030138 = -491665.356431
  nChanged 1
		SP:Iteration 37Q (8587.630000 sec): 3 clusters
  Score: Raw -495703.860958 + Penalty 4038.030138 = -491665.830821
  nChanged 1
		SP:Iteration 38Q (8587.630000 sec): 3 clusters
  Score: Raw -495704.273641 + Penalty 4038.030138 = -491666.243504
  nChanged 0
		SP:Iteration 39F (8587.650000 sec): 3 clusters
  Score: Raw -495704.273641 + Penalty 4038.030138 = -491666.243504
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8587.650000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8587.650000 sec): 3 clusters
  Score: Raw -126894.822179 + Penalty 3350.283633 = -123544.538546
  nChanged 208
		SP:Iteration 1F (8587.660000 sec): 3 clusters
  Score: Raw -127166.168403 + Penalty 3350.283633 = -123815.884770
  nChanged 45
		SP:Iteration 2F (8587.660000 sec): 3 clusters
  Score: Raw -127220.319716 + Penalty 3350.283633 = -123870.036083
  nChanged 22
		SP:Iteration 3Q (8587.660000 sec): 3 clusters
  Score: Raw -127254.405521 + Penalty 3350.283633 = -123904.121887
  nChanged 13
		SP:Iteration 4Q (8587.670000 sec): 3 clusters
  Score: Raw -127272.466345 + Penalty 3350.283633 = -123922.182712
  nChanged 5
		SP:Iteration 5Q (8587.670000 sec): 3 clusters
  Score: Raw -127278.997249 + Penalty 3350.283633 = -123928.713615
  nChanged 7
		SP:Iteration 6Q (8587.670000 sec): 3 clusters
  Score: Raw -127285.026986 + Penalty 3350.283633 = -123934.743352
  nChanged 1
		SP:Iteration 7Q (8587.670000 sec): 3 clusters
  Score: Raw -127288.549965 + Penalty 3350.283633 = -123938.266332
  nChanged 0
		SP:Iteration 8F (8587.680000 sec): 3 clusters
  Score: Raw -127288.549965 + Penalty 3350.283633 = -123938.266332
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8587.680000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8587.680000 sec): 3 clusters
  Score: Raw -33623.531324 + Penalty 2756.186719 = -30867.344606
  nChanged 30
		SP:Iteration 1F (8587.680000 sec): 3 clusters
  Score: Raw -33759.464742 + Penalty 2756.186719 = -31003.278023
  nChanged 12
		SP:Iteration 2Q (8587.690000 sec): 3 clusters
  Score: Raw -33821.167754 + Penalty 2756.186719 = -31064.981035
  nChanged 7
		SP:Iteration 3Q (8587.690000 sec): 3 clusters
  Score: Raw -33861.213082 + Penalty 2756.186719 = -31105.026364
  nChanged 9
		SP:Iteration 4Q (8587.690000 sec): 3 clusters
  Score: Raw -33896.333129 + Penalty 2756.186719 = -31140.146410
  nChanged 2
		SP:Iteration 5Q (8587.690000 sec): 3 clusters
  Score: Raw -33911.002471 + Penalty 2756.186719 = -31154.815752
  nChanged 6
		SP:Iteration 6Q (8587.690000 sec): 3 clusters
  Score: Raw -33936.222224 + Penalty 2756.186719 = -31180.035505
  nChanged 4
		SP:Iteration 7Q (8587.690000 sec): 3 clusters
  Score: Raw -33948.757368 + Penalty 2756.186719 = -31192.570650
  nChanged 2
		SP:Iteration 8Q (8587.690000 sec): 3 clusters
  Score: Raw -33957.143490 + Penalty 2756.186719 = -31200.956772
  nChanged 3
		SP:Iteration 9Q (8587.690000 sec): 3 clusters
  Score: Raw -33970.156980 + Penalty 2756.186719 = -31213.970261
  nChanged 3
		SP:Iteration 10Q (8587.690000 sec): 3 clusters
  Score: Raw -33981.395605 + Penalty 2756.186719 = -31225.208887
  nChanged 3
		SP:Iteration 11Q (8587.690000 sec): 3 clusters
  Score: Raw -33994.441744 + Penalty 2756.186719 = -31238.255026
  nChanged 0
		SP:Iteration 12F (8587.690000 sec): 3 clusters
  Score: Raw -33995.652398 + Penalty 2756.186719 = -31239.465680
  nChanged 1
		SP:Iteration 13Q (8587.690000 sec): 3 clusters
  Score: Raw -34006.221211 + Penalty 2756.186719 = -31250.034492
  nChanged 2
		SP:Iteration 14Q (8587.690000 sec): 3 clusters
  Score: Raw -34021.780442 + Penalty 2756.186719 = -31265.593723
  nChanged 0
		SP:Iteration 15F (8587.690000 sec): 3 clusters
  Score: Raw -34021.780442 + Penalty 2756.186719 = -31265.593723
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8587.750000 sec): 2 clusters
  Score: Raw -2059139.694813 + Penalty 2363.951249 = -2056775.743564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8587.790000 sec): 3 clusters
  Score: Raw -2051414.857019 + Penalty 4727.902497 = -2046686.954522
  nChanged 5911
		SP:Iteration 1F (8587.840000 sec): 3 clusters
  Score: Raw -2054556.059180 + Penalty 4727.902497 = -2049828.156683
  nChanged 763
		SP:Iteration 2F (8587.890000 sec): 3 clusters
  Score: Raw -2054862.578139 + Penalty 4727.902497 = -2050134.675641
  nChanged 599
		SP:Iteration 3Q (8587.940000 sec): 3 clusters
  Score: Raw -2055092.676399 + Penalty 4727.902497 = -2050364.773901
  nChanged 512
		SP:Iteration 4Q (8587.990000 sec): 3 clusters
  Score: Raw -2055269.741995 + Penalty 4727.902497 = -2050541.839497
  nChanged 429
		SP:Iteration 5Q (8588.030000 sec): 3 clusters
  Score: Raw -2055395.793239 + Penalty 4727.902497 = -2050667.890742
  nChanged 367
		SP:Iteration 6Q (8588.090000 sec): 3 clusters
  Score: Raw -2055503.684984 + Penalty 4727.902497 = -2050775.782487
  nChanged 336
		SP:Iteration 7Q (8588.130000 sec): 3 clusters
  Score: Raw -2055609.917008 + Penalty 4727.902497 = -2050882.014510
  nChanged 363
		SP:Iteration 8Q (8588.180000 sec): 3 clusters
  Score: Raw -2055724.992102 + Penalty 4727.902497 = -2050997.089604
  nChanged 338
		SP:Iteration 9Q (8588.230000 sec): 3 clusters
  Score: Raw -2055826.936574 + Penalty 4727.902497 = -2051099.034076
  nChanged 301
		SP:Iteration 10Q (8588.280000 sec): 3 clusters
  Score: Raw -2055912.343172 + Penalty 4727.902497 = -2051184.440674
  nChanged 288
		SP:Iteration 11Q (8588.330000 sec): 3 clusters
  Score: Raw -2055988.468408 + Penalty 4727.902497 = -2051260.565911
  nChanged 285
		SP:Iteration 12Q (8588.380000 sec): 3 clusters
  Score: Raw -2056070.899735 + Penalty 4727.902497 = -2051342.997238
  nChanged 264
		SP:Iteration 13Q (8588.430000 sec): 3 clusters
  Score: Raw -2056155.647050 + Penalty 4727.902497 = -2051427.744552
  nChanged 291
		SP:Iteration 14Q (8588.480000 sec): 3 clusters
  Score: Raw -2056271.932999 + Penalty 4727.902497 = -2051544.030502
  nChanged 344
		SP:Iteration 15Q (8588.530000 sec): 3 clusters
  Score: Raw -2056420.639359 + Penalty 4727.902497 = -2051692.736862
  nChanged 387
		SP:Iteration 16Q (8588.570000 sec): 3 clusters
  Score: Raw -2056603.639357 + Penalty 4727.902497 = -2051875.736859
  nChanged 432
		SP:Iteration 17Q (8588.620000 sec): 3 clusters
  Score: Raw -2056820.720150 + Penalty 4727.902497 = -2052092.817653
  nChanged 491
		SP:Iteration 18Q (8588.670000 sec): 3 clusters
  Score: Raw -2057089.184332 + Penalty 4727.902497 = -2052361.281834
  nChanged 483
		SP:Iteration 19Q (8588.710000 sec): 3 clusters
  Score: Raw -2057390.258465 + Penalty 4727.902497 = -2052662.355968
  nChanged 513
		SP:Iteration 20F (8588.760000 sec): 3 clusters
  Score: Raw -2057725.288731 + Penalty 4727.902497 = -2052997.386233
  nChanged 458
		SP:Iteration 21Q (8588.810000 sec): 3 clusters
  Score: Raw -2058049.781591 + Penalty 4727.902497 = -2053321.879094
  nChanged 408
		SP:Iteration 22Q (8588.850000 sec): 3 clusters
  Score: Raw -2058300.360760 + Penalty 4727.902497 = -2053572.458263
  nChanged 332
		SP:Iteration 23Q (8588.900000 sec): 3 clusters
  Score: Raw -2058476.601752 + Penalty 4727.902497 = -2053748.699254
  nChanged 264
		SP:Iteration 24Q (8588.940000 sec): 3 clusters
  Score: Raw -2058609.761148 + Penalty 4727.902497 = -2053881.858650
  nChanged 202
		SP:Iteration 25Q (8588.990000 sec): 3 clusters
  Score: Raw -2058708.433339 + Penalty 4727.902497 = -2053980.530841
  nChanged 182
		SP:Iteration 26Q (8589.030000 sec): 3 clusters
  Score: Raw -2058797.261984 + Penalty 4727.902497 = -2054069.359487
  nChanged 169
		SP:Iteration 27Q (8589.070000 sec): 3 clusters
  Score: Raw -2058880.314217 + Penalty 4727.902497 = -2054152.411720
  nChanged 137
		SP:Iteration 28Q (8589.110000 sec): 3 clusters
  Score: Raw -2058949.659288 + Penalty 4727.902497 = -2054221.756791
  nChanged 126
		SP:Iteration 29Q (8589.150000 sec): 3 clusters
  Score: Raw -2059011.525045 + Penalty 4727.902497 = -2054283.622548
  nChanged 120
		SP:Iteration 30Q (8589.190000 sec): 3 clusters
  Score: Raw -2059071.645221 + Penalty 4727.902497 = -2054343.742724
  nChanged 116
		SP:Iteration 31Q (8589.220000 sec): 3 clusters
  Score: Raw -2059130.553926 + Penalty 4727.902497 = -2054402.651429
  nChanged 99
		SP:Iteration 32Q (8589.260000 sec): 3 clusters
  Score: Raw -2059178.481240 + Penalty 4727.902497 = -2054450.578743
  nChanged 76
		SP:Iteration 33Q (8589.300000 sec): 3 clusters
  Score: Raw -2059214.305765 + Penalty 4727.902497 = -2054486.403268
  nChanged 69
		SP:Iteration 34Q (8589.340000 sec): 3 clusters
  Score: Raw -2059243.253203 + Penalty 4727.902497 = -2054515.350705
  nChanged 49
		SP:Iteration 35Q (8589.380000 sec): 3 clusters
  Score: Raw -2059263.660985 + Penalty 4727.902497 = -2054535.758487
  nChanged 41
		SP:Iteration 36Q (8589.420000 sec): 3 clusters
  Score: Raw -2059282.199766 + Penalty 4727.902497 = -2054554.297269
  nChanged 35
		SP:Iteration 37Q (8589.450000 sec): 3 clusters
  Score: Raw -2059298.435672 + Penalty 4727.902497 = -2054570.533175
  nChanged 44
		SP:Iteration 38Q (8589.490000 sec): 3 clusters
  Score: Raw -2059316.456866 + Penalty 4727.902497 = -2054588.554369
  nChanged 40
		SP:Iteration 39Q (8589.530000 sec): 3 clusters
  Score: Raw -2059333.536233 + Penalty 4727.902497 = -2054605.633736
  nChanged 45
		SP:Iteration 40F (8589.580000 sec): 3 clusters
  Score: Raw -2059355.156266 + Penalty 4727.902497 = -2054627.253768
  nChanged 45
		SP:Iteration 41Q (8589.610000 sec): 3 clusters
  Score: Raw -2059375.127868 + Penalty 4727.902497 = -2054647.225371
  nChanged 39
		SP:Iteration 42Q (8589.650000 sec): 3 clusters
  Score: Raw -2059396.681860 + Penalty 4727.902497 = -2054668.779362
  nChanged 30
		SP:Iteration 43Q (8589.690000 sec): 3 clusters
  Score: Raw -2059411.580084 + Penalty 4727.902497 = -2054683.677587
  nChanged 37
		SP:Iteration 44Q (8589.730000 sec): 3 clusters
  Score: Raw -2059433.873568 + Penalty 4727.902497 = -2054705.971071
  nChanged 39
		SP:Iteration 45Q (8589.760000 sec): 3 clusters
  Score: Raw -2059456.344112 + Penalty 4727.902497 = -2054728.441614
  nChanged 35
		SP:Iteration 46Q (8589.800000 sec): 3 clusters
  Score: Raw -2059480.434544 + Penalty 4727.902497 = -2054752.532047
  nChanged 32
		SP:Iteration 47Q (8589.830000 sec): 3 clusters
  Score: Raw -2059497.045468 + Penalty 4727.902497 = -2054769.142971
  nChanged 20
		SP:Iteration 48Q (8589.870000 sec): 3 clusters
  Score: Raw -2059506.509397 + Penalty 4727.902497 = -2054778.606900
  nChanged 17
		SP:Iteration 49Q (8589.910000 sec): 3 clusters
  Score: Raw -2059517.284757 + Penalty 4727.902497 = -2054789.382259
  nChanged 17
		SP:Iteration 50Q (8589.950000 sec): 3 clusters
  Score: Raw -2059527.964759 + Penalty 4727.902497 = -2054800.062262
  nChanged 15
		SP:Iteration 51Q (8589.980000 sec): 3 clusters
  Score: Raw -2059537.705818 + Penalty 4727.902497 = -2054809.803320
  nChanged 21
		SP:Iteration 52Q (8590.020000 sec): 3 clusters
  Score: Raw -2059547.955452 + Penalty 4727.902497 = -2054820.052954
  nChanged 10
		SP:Iteration 53Q (8590.050000 sec): 3 clusters
  Score: Raw -2059556.401109 + Penalty 4727.902497 = -2054828.498612
  nChanged 17
		SP:Iteration 54Q (8590.090000 sec): 3 clusters
  Score: Raw -2059567.394529 + Penalty 4727.902497 = -2054839.492032
  nChanged 11
		SP:Iteration 55Q (8590.130000 sec): 3 clusters
  Score: Raw -2059574.266684 + Penalty 4727.902497 = -2054846.364187
  nChanged 12
		SP:Iteration 56Q (8590.160000 sec): 3 clusters
  Score: Raw -2059580.125622 + Penalty 4727.902497 = -2054852.223125
  nChanged 9
		SP:Iteration 57Q (8590.190000 sec): 3 clusters
  Score: Raw -2059584.078786 + Penalty 4727.902497 = -2054856.176288
  nChanged 6
		SP:Iteration 58Q (8590.230000 sec): 3 clusters
  Score: Raw -2059586.426489 + Penalty 4727.902497 = -2054858.523992
  nChanged 4
		SP:Iteration 59Q (8590.270000 sec): 3 clusters
  Score: Raw -2059588.863223 + Penalty 4727.902497 = -2054860.960726
  nChanged 3
		SP:Iteration 60F (8590.310000 sec): 3 clusters
  Score: Raw -2059591.176050 + Penalty 4727.902497 = -2054863.273553
  nChanged 3
		SP:Iteration 61Q (8590.350000 sec): 3 clusters
  Score: Raw -2059594.036011 + Penalty 4727.902497 = -2054866.133514
  nChanged 2
		SP:Iteration 62Q (8590.390000 sec): 3 clusters
  Score: Raw -2059594.895434 + Penalty 4727.902497 = -2054866.992936
  nChanged 1
		SP:Iteration 63Q (8590.420000 sec): 3 clusters
  Score: Raw -2059595.382298 + Penalty 4727.902497 = -2054867.479801
  nChanged 1
		SP:Iteration 64Q (8590.460000 sec): 3 clusters
  Score: Raw -2059595.587965 + Penalty 4727.902497 = -2054867.685468
  nChanged 1
		SP:Iteration 65Q (8590.490000 sec): 3 clusters
  Score: Raw -2059595.776738 + Penalty 4727.902497 = -2054867.874240
  nChanged 0
		SP:Iteration 66F (8590.540000 sec): 3 clusters
  Score: Raw -2059595.776738 + Penalty 4727.902497 = -2054867.874240
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8590.770000 sec): 2 clusters
  Score: Raw -10201756.024203 + Penalty 2765.905493 = -10198990.118710
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8591.030000 sec): 3 clusters
  Score: Raw -10157854.202462 + Penalty 5531.810985 = -10152322.391477
  nChanged 32444
		SP:Iteration 1F (8591.290000 sec): 3 clusters
  Score: Raw -10176084.039863 + Penalty 5531.810985 = -10170552.228878
  nChanged 2464
		SP:Iteration 2Q (8591.550000 sec): 3 clusters
  Score: Raw -10176728.198930 + Penalty 5531.810985 = -10171196.387945
  nChanged 2733
		SP:Iteration 3Q (8591.810000 sec): 3 clusters
  Score: Raw -10177631.598278 + Penalty 5531.810985 = -10172099.787293
  nChanged 3288
		SP:Iteration 4Q (8592.070000 sec): 3 clusters
  Score: Raw -10179028.415766 + Penalty 5531.810985 = -10173496.604781
  nChanged 4030
		SP:Iteration 5F (8592.320000 sec): 3 clusters
  Score: Raw -10181246.491723 + Penalty 5531.810985 = -10175714.680738
  nChanged 4930
		SP:Iteration 6F (8592.570000 sec): 3 clusters
  Score: Raw -10184686.232901 + Penalty 5531.810985 = -10179154.421916
  nChanged 5425
		SP:Iteration 7F (8592.830000 sec): 3 clusters
  Score: Raw -10188995.702806 + Penalty 5531.810985 = -10183463.891821
  nChanged 5131
		SP:Iteration 8F (8593.080000 sec): 3 clusters
  Score: Raw -10193429.902840 + Penalty 5531.810985 = -10187898.091855
  nChanged 4015
		SP:Iteration 9F (8593.330000 sec): 3 clusters
  Score: Raw -10197007.877051 + Penalty 5531.810985 = -10191476.066066
  nChanged 2718
		SP:Iteration 10Q (8593.590000 sec): 3 clusters
  Score: Raw -10199392.780972 + Penalty 5531.810985 = -10193860.969987
  nChanged 1574
		SP:Iteration 11Q (8593.830000 sec): 3 clusters
  Score: Raw -10200747.910781 + Penalty 5531.810985 = -10195216.099796
  nChanged 805
		SP:Iteration 12Q (8594.050000 sec): 3 clusters
  Score: Raw -10201427.676769 + Penalty 5531.810985 = -10195895.865784
  nChanged 382
		SP:Iteration 13Q (8594.250000 sec): 3 clusters
  Score: Raw -10201753.317312 + Penalty 5531.810985 = -10196221.506327
  nChanged 179
		SP:Iteration 14Q (8594.450000 sec): 3 clusters
  Score: Raw -10201914.973291 + Penalty 5531.810985 = -10196383.162306
  nChanged 112
		SP:Iteration 15Q (8594.630000 sec): 3 clusters
  Score: Raw -10202003.662798 + Penalty 5531.810985 = -10196471.851813
  nChanged 50
		SP:Iteration 16Q (8594.820000 sec): 3 clusters
  Score: Raw -10202047.445463 + Penalty 5531.810985 = -10196515.634478
  nChanged 45
		SP:Iteration 17Q (8595.000000 sec): 3 clusters
  Score: Raw -10202081.865760 + Penalty 5531.810985 = -10196550.054775
  nChanged 27
		SP:Iteration 18Q (8595.180000 sec): 3 clusters
  Score: Raw -10202098.465194 + Penalty 5531.810985 = -10196566.654209
  nChanged 19
		SP:Iteration 19Q (8595.360000 sec): 3 clusters
  Score: Raw -10202108.464179 + Penalty 5531.810985 = -10196576.653194
  nChanged 11
		SP:Iteration 20F (8595.610000 sec): 3 clusters
  Score: Raw -10202117.209980 + Penalty 5531.810985 = -10196585.398995
  nChanged 10
		SP:Iteration 21Q (8595.790000 sec): 3 clusters
  Score: Raw -10202127.468344 + Penalty 5531.810985 = -10196595.657359
  nChanged 13
		SP:Iteration 22Q (8595.970000 sec): 3 clusters
  Score: Raw -10202140.736629 + Penalty 5531.810985 = -10196608.925644
  nChanged 10
		SP:Iteration 23Q (8596.150000 sec): 3 clusters
  Score: Raw -10202147.669322 + Penalty 5531.810985 = -10196615.858337
  nChanged 7
		SP:Iteration 24Q (8596.330000 sec): 3 clusters
  Score: Raw -10202151.814264 + Penalty 5531.810985 = -10196620.003279
  nChanged 3
		SP:Iteration 25Q (8596.510000 sec): 3 clusters
  Score: Raw -10202153.922466 + Penalty 5531.810985 = -10196622.111481
  nChanged 6
		SP:Iteration 26Q (8596.700000 sec): 3 clusters
  Score: Raw -10202159.225316 + Penalty 5531.810985 = -10196627.414331
  nChanged 8
		SP:Iteration 27Q (8596.880000 sec): 3 clusters
  Score: Raw -10202165.074745 + Penalty 5531.810985 = -10196633.263760
  nChanged 6
		SP:Iteration 28Q (8597.060000 sec): 3 clusters
  Score: Raw -10202171.516160 + Penalty 5531.810985 = -10196639.705175
  nChanged 8
		SP:Iteration 29Q (8597.240000 sec): 3 clusters
  Score: Raw -10202177.447959 + Penalty 5531.810985 = -10196645.636974
  nChanged 4
		SP:Iteration 30Q (8597.420000 sec): 3 clusters
  Score: Raw -10202180.061173 + Penalty 5531.810985 = -10196648.250188
  nChanged 2
		SP:Iteration 31Q (8597.600000 sec): 3 clusters
  Score: Raw -10202181.474832 + Penalty 5531.810985 = -10196649.663847
  nChanged 4
		SP:Iteration 32Q (8597.780000 sec): 3 clusters
  Score: Raw -10202184.594685 + Penalty 5531.810985 = -10196652.783700
  nChanged 0
		SP:Iteration 33F (8598.030000 sec): 3 clusters
  Score: Raw -10202184.594685 + Penalty 5531.810985 = -10196652.783700
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8598.060000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8598.070000 sec): 3 clusters
  Score: Raw -385262.278581 + Penalty 3923.652944 = -381338.625637
  nChanged 933
		SP:Iteration 1F (8598.080000 sec): 3 clusters
  Score: Raw -385840.639080 + Penalty 3923.652944 = -381916.986137
  nChanged 190
		SP:Iteration 2F (8598.090000 sec): 3 clusters
  Score: Raw -385975.975828 + Penalty 3923.652944 = -382052.322885
  nChanged 118
		SP:Iteration 3Q (8598.100000 sec): 3 clusters
  Score: Raw -386053.642836 + Penalty 3923.652944 = -382129.989892
  nChanged 91
		SP:Iteration 4Q (8598.110000 sec): 3 clusters
  Score: Raw -386113.211520 + Penalty 3923.652944 = -382189.558577
  nChanged 61
		SP:Iteration 5Q (8598.120000 sec): 3 clusters
  Score: Raw -386145.845252 + Penalty 3923.652944 = -382222.192308
  nChanged 40
		SP:Iteration 6Q (8598.130000 sec): 3 clusters
  Score: Raw -386168.207440 + Penalty 3923.652944 = -382244.554497
  nChanged 41
		SP:Iteration 7Q (8598.140000 sec): 3 clusters
  Score: Raw -386188.642950 + Penalty 3923.652944 = -382264.990006
  nChanged 21
		SP:Iteration 8Q (8598.150000 sec): 3 clusters
  Score: Raw -386199.812693 + Penalty 3923.652944 = -382276.159749
  nChanged 18
		SP:Iteration 9Q (8598.160000 sec): 3 clusters
  Score: Raw -386210.812808 + Penalty 3923.652944 = -382287.159865
  nChanged 18
		SP:Iteration 10Q (8598.170000 sec): 3 clusters
  Score: Raw -386221.854952 + Penalty 3923.652944 = -382298.202009
  nChanged 25
		SP:Iteration 11Q (8598.170000 sec): 3 clusters
  Score: Raw -386237.364769 + Penalty 3923.652944 = -382313.711825
  nChanged 21
		SP:Iteration 12Q (8598.190000 sec): 3 clusters
  Score: Raw -386249.350024 + Penalty 3923.652944 = -382325.697080
  nChanged 17
		SP:Iteration 13Q (8598.190000 sec): 3 clusters
  Score: Raw -386256.896187 + Penalty 3923.652944 = -382333.243243
  nChanged 12
		SP:Iteration 14Q (8598.200000 sec): 3 clusters
  Score: Raw -386263.473043 + Penalty 3923.652944 = -382339.820099
  nChanged 15
		SP:Iteration 15Q (8598.210000 sec): 3 clusters
  Score: Raw -386270.538318 + Penalty 3923.652944 = -382346.885374
  nChanged 10
		SP:Iteration 16Q (8598.220000 sec): 3 clusters
  Score: Raw -386274.386155 + Penalty 3923.652944 = -382350.733211
  nChanged 5
		SP:Iteration 17Q (8598.230000 sec): 3 clusters
  Score: Raw -386276.497997 + Penalty 3923.652944 = -382352.845053
  nChanged 3
		SP:Iteration 18Q (8598.240000 sec): 3 clusters
  Score: Raw -386277.542385 + Penalty 3923.652944 = -382353.889441
  nChanged 4
		SP:Iteration 19Q (8598.250000 sec): 3 clusters
  Score: Raw -386279.081406 + Penalty 3923.652944 = -382355.428463
  nChanged 1
		SP:Iteration 20F (8598.260000 sec): 3 clusters
  Score: Raw -386279.291768 + Penalty 3923.652944 = -382355.638824
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8598.260000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8598.270000 sec): 3 clusters
  Score: Raw -168800.411727 + Penalty 3494.272938 = -165306.138789
  nChanged 308
		SP:Iteration 1F (8598.270000 sec): 3 clusters
  Score: Raw -169093.534811 + Penalty 3494.272938 = -165599.261873
  nChanged 65
		SP:Iteration 2F (8598.270000 sec): 3 clusters
  Score: Raw -169162.705115 + Penalty 3494.272938 = -165668.432177
  nChanged 27
		SP:Iteration 3Q (8598.280000 sec): 3 clusters
  Score: Raw -169195.004949 + Penalty 3494.272938 = -165700.732011
  nChanged 26
		SP:Iteration 4Q (8598.280000 sec): 3 clusters
  Score: Raw -169222.442126 + Penalty 3494.272938 = -165728.169188
  nChanged 15
		SP:Iteration 5Q (8598.290000 sec): 3 clusters
  Score: Raw -169239.280673 + Penalty 3494.272938 = -165745.007734
  nChanged 11
		SP:Iteration 6Q (8598.290000 sec): 3 clusters
  Score: Raw -169256.229200 + Penalty 3494.272938 = -165761.956262
  nChanged 9
		SP:Iteration 7Q (8598.290000 sec): 3 clusters
  Score: Raw -169267.634146 + Penalty 3494.272938 = -165773.361208
  nChanged 2
		SP:Iteration 8Q (8598.300000 sec): 3 clusters
  Score: Raw -169269.360561 + Penalty 3494.272938 = -165775.087623
  nChanged 3
		SP:Iteration 9Q (8598.300000 sec): 3 clusters
  Score: Raw -169272.033732 + Penalty 3494.272938 = -165777.760794
  nChanged 1
		SP:Iteration 10Q (8598.310000 sec): 3 clusters
  Score: Raw -169272.604319 + Penalty 3494.272938 = -165778.331381
  nChanged 1
		SP:Iteration 11Q (8598.310000 sec): 3 clusters
  Score: Raw -169273.032109 + Penalty 3494.272938 = -165778.759171
  nChanged 0
		SP:Iteration 12F (8598.310000 sec): 3 clusters
  Score: Raw -169273.032109 + Penalty 3494.272938 = -165778.759171
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8598.320000 sec): 2 clusters
  Score: Raw -257203.131277 + Penalty 1864.614590 = -255338.516687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8598.330000 sec): 3 clusters
  Score: Raw -256687.296937 + Penalty 3729.229180 = -252958.067758
  nChanged 652
		SP:Iteration 1F (8598.330000 sec): 3 clusters
  Score: Raw -257722.443796 + Penalty 3729.229180 = -253993.214617
  nChanged 263
		SP:Iteration 2F (8598.340000 sec): 3 clusters
  Score: Raw -258308.142265 + Penalty 3729.229180 = -254578.913085
  nChanged 157
		SP:Iteration 3F (8598.350000 sec): 3 clusters
  Score: Raw -258580.806836 + Penalty 3729.229180 = -254851.577656
  nChanged 79
		SP:Iteration 4Q (8598.350000 sec): 3 clusters
  Score: Raw -258694.084897 + Penalty 3729.229180 = -254964.855718
  nChanged 38
		SP:Iteration 5Q (8598.360000 sec): 3 clusters
  Score: Raw -258757.292815 + Penalty 3729.229180 = -255028.063636
  nChanged 31
		SP:Iteration 6Q (8598.370000 sec): 3 clusters
  Score: Raw -258803.759150 + Penalty 3729.229180 = -255074.529971
  nChanged 21
		SP:Iteration 7Q (8598.370000 sec): 3 clusters
  Score: Raw -258827.902506 + Penalty 3729.229180 = -255098.673326
  nChanged 13
		SP:Iteration 8Q (8598.370000 sec): 3 clusters
  Score: Raw -258839.240519 + Penalty 3729.229180 = -255110.011340
  nChanged 8
		SP:Iteration 9Q (8598.380000 sec): 3 clusters
  Score: Raw -258847.149915 + Penalty 3729.229180 = -255117.920736
  nChanged 3
		SP:Iteration 10Q (8598.390000 sec): 3 clusters
  Score: Raw -258849.808666 + Penalty 3729.229180 = -255120.579486
  nChanged 0
		SP:Iteration 11F (8598.390000 sec): 3 clusters
  Score: Raw -258849.808666 + Penalty 3729.229180 = -255120.579486
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10860 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8598.430000 sec): 2 clusters
  Score: Raw -1659453.063701 + Penalty 2304.624715 = -1657148.438986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8598.470000 sec): 3 clusters
  Score: Raw -1653496.287335 + Penalty 4609.249430 = -1648887.037905
  nChanged 4548
		SP:Iteration 1F (8598.510000 sec): 3 clusters
  Score: Raw -1655860.141262 + Penalty 4609.249430 = -1651250.891831
  nChanged 652
		SP:Iteration 2F (8598.540000 sec): 3 clusters
  Score: Raw -1656131.319206 + Penalty 4609.249430 = -1651522.069776
  nChanged 513
		SP:Iteration 3Q (8598.580000 sec): 3 clusters
  Score: Raw -1656317.263854 + Penalty 4609.249430 = -1651708.014423
  nChanged 410
		SP:Iteration 4Q (8598.620000 sec): 3 clusters
  Score: Raw -1656468.063191 + Penalty 4609.249430 = -1651858.813761
  nChanged 361
		SP:Iteration 5Q (8598.650000 sec): 3 clusters
  Score: Raw -1656583.993125 + Penalty 4609.249430 = -1651974.743694
  nChanged 305
		SP:Iteration 6Q (8598.690000 sec): 3 clusters
  Score: Raw -1656679.376979 + Penalty 4609.249430 = -1652070.127549
  nChanged 272
		SP:Iteration 7Q (8598.730000 sec): 3 clusters
  Score: Raw -1656770.158969 + Penalty 4609.249430 = -1652160.909539
  nChanged 260
		SP:Iteration 8Q (8598.770000 sec): 3 clusters
  Score: Raw -1656861.794942 + Penalty 4609.249430 = -1652252.545511
  nChanged 288
		SP:Iteration 9Q (8598.800000 sec): 3 clusters
  Score: Raw -1656968.197300 + Penalty 4609.249430 = -1652358.947870
  nChanged 311
		SP:Iteration 10Q (8598.840000 sec): 3 clusters
  Score: Raw -1657100.498875 + Penalty 4609.249430 = -1652491.249444
  nChanged 363
		SP:Iteration 11Q (8598.880000 sec): 3 clusters
  Score: Raw -1657293.174049 + Penalty 4609.249430 = -1652683.924619
  nChanged 440
		SP:Iteration 12Q (8598.910000 sec): 3 clusters
  Score: Raw -1657566.571864 + Penalty 4609.249430 = -1652957.322434
  nChanged 495
		SP:Iteration 13Q (8598.950000 sec): 3 clusters
  Score: Raw -1657886.491401 + Penalty 4609.249430 = -1653277.241970
  nChanged 520
		SP:Iteration 14Q (8598.990000 sec): 3 clusters
  Score: Raw -1658284.756737 + Penalty 4609.249430 = -1653675.507306
  nChanged 491
		SP:Iteration 15Q (8599.030000 sec): 3 clusters
  Score: Raw -1658694.336574 + Penalty 4609.249430 = -1654085.087144
  nChanged 427
		SP:Iteration 16Q (8599.060000 sec): 3 clusters
  Score: Raw -1659059.234368 + Penalty 4609.249430 = -1654449.984938
  nChanged 312
		SP:Iteration 17Q (8599.100000 sec): 3 clusters
  Score: Raw -1659327.544107 + Penalty 4609.249430 = -1654718.294677
  nChanged 212
		SP:Iteration 18Q (8599.130000 sec): 3 clusters
  Score: Raw -1659514.853643 + Penalty 4609.249430 = -1654905.604213
  nChanged 148
		SP:Iteration 19Q (8599.170000 sec): 3 clusters
  Score: Raw -1659643.334861 + Penalty 4609.249430 = -1655034.085430
  nChanged 94
		SP:Iteration 20F (8599.200000 sec): 3 clusters
  Score: Raw -1659732.649335 + Penalty 4609.249430 = -1655123.399905
  nChanged 66
		SP:Iteration 21Q (8599.230000 sec): 3 clusters
  Score: Raw -1659796.644224 + Penalty 4609.249430 = -1655187.394794
  nChanged 35
		SP:Iteration 22Q (8599.270000 sec): 3 clusters
  Score: Raw -1659829.819797 + Penalty 4609.249430 = -1655220.570367
  nChanged 26
		SP:Iteration 23Q (8599.290000 sec): 3 clusters
  Score: Raw -1659848.638191 + Penalty 4609.249430 = -1655239.388760
  nChanged 17
		SP:Iteration 24Q (8599.320000 sec): 3 clusters
  Score: Raw -1659863.155840 + Penalty 4609.249430 = -1655253.906409
  nChanged 11
		SP:Iteration 25Q (8599.350000 sec): 3 clusters
  Score: Raw -1659871.847998 + Penalty 4609.249430 = -1655262.598568
  nChanged 7
		SP:Iteration 26Q (8599.380000 sec): 3 clusters
  Score: Raw -1659876.984061 + Penalty 4609.249430 = -1655267.734631
  nChanged 6
		SP:Iteration 27Q (8599.410000 sec): 3 clusters
  Score: Raw -1659883.922388 + Penalty 4609.249430 = -1655274.672957
  nChanged 3
		SP:Iteration 28Q (8599.440000 sec): 3 clusters
  Score: Raw -1659885.824316 + Penalty 4609.249430 = -1655276.574885
  nChanged 2
		SP:Iteration 29Q (8599.470000 sec): 3 clusters
  Score: Raw -1659887.884473 + Penalty 4609.249430 = -1655278.635043
  nChanged 2
		SP:Iteration 30Q (8599.500000 sec): 3 clusters
  Score: Raw -1659888.990661 + Penalty 4609.249430 = -1655279.741231
  nChanged 1
		SP:Iteration 31Q (8599.530000 sec): 3 clusters
  Score: Raw -1659889.735083 + Penalty 4609.249430 = -1655280.485652
  nChanged 2
		SP:Iteration 32Q (8599.560000 sec): 3 clusters
  Score: Raw -1659890.647790 + Penalty 4609.249430 = -1655281.398359
  nChanged 2
		SP:Iteration 33Q (8599.590000 sec): 3 clusters
  Score: Raw -1659892.314242 + Penalty 4609.249430 = -1655283.064811
  nChanged 3
		SP:Iteration 34Q (8599.610000 sec): 3 clusters
  Score: Raw -1659894.146766 + Penalty 4609.249430 = -1655284.897336
  nChanged 5
		SP:Iteration 35Q (8599.650000 sec): 3 clusters
  Score: Raw -1659898.504226 + Penalty 4609.249430 = -1655289.254795
  nChanged 2
		SP:Iteration 36Q (8599.670000 sec): 3 clusters
  Score: Raw -1659900.204879 + Penalty 4609.249430 = -1655290.955449
  nChanged 0
		SP:Iteration 37F (8599.710000 sec): 3 clusters
  Score: Raw -1659900.204879 + Penalty 4609.249430 = -1655290.955449
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8599.750000 sec): 2 clusters
  Score: Raw -1984877.391907 + Penalty 2369.515328 = -1982507.876579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8599.800000 sec): 3 clusters
  Score: Raw -1976933.298490 + Penalty 4739.030657 = -1972194.267834
  nChanged 6093
		SP:Iteration 1F (8599.850000 sec): 3 clusters
  Score: Raw -1980289.275030 + Penalty 4739.030657 = -1975550.244373
  nChanged 961
		SP:Iteration 2F (8599.900000 sec): 3 clusters
  Score: Raw -1980755.345344 + Penalty 4739.030657 = -1976016.314687
  nChanged 785
		SP:Iteration 3F (8599.950000 sec): 3 clusters
  Score: Raw -1981135.511189 + Penalty 4739.030657 = -1976396.480533
  nChanged 677
		SP:Iteration 4Q (8599.990000 sec): 3 clusters
  Score: Raw -1981444.320879 + Penalty 4739.030657 = -1976705.290223
  nChanged 659
		SP:Iteration 5Q (8600.040000 sec): 3 clusters
  Score: Raw -1981777.875997 + Penalty 4739.030657 = -1977038.845340
  nChanged 655
		SP:Iteration 6Q (8600.090000 sec): 3 clusters
  Score: Raw -1982153.411884 + Penalty 4739.030657 = -1977414.381227
  nChanged 676
		SP:Iteration 7Q (8600.140000 sec): 3 clusters
  Score: Raw -1982563.159795 + Penalty 4739.030657 = -1977824.129138
  nChanged 628
		SP:Iteration 8Q (8600.190000 sec): 3 clusters
  Score: Raw -1982962.218192 + Penalty 4739.030657 = -1978223.187535
  nChanged 586
		SP:Iteration 9Q (8600.240000 sec): 3 clusters
  Score: Raw -1983368.224993 + Penalty 4739.030657 = -1978629.194336
  nChanged 580
		SP:Iteration 10Q (8600.290000 sec): 3 clusters
  Score: Raw -1983764.168499 + Penalty 4739.030657 = -1979025.137842
  nChanged 469
		SP:Iteration 11Q (8600.330000 sec): 3 clusters
  Score: Raw -1984132.656934 + Penalty 4739.030657 = -1979393.626278
  nChanged 429
		SP:Iteration 12Q (8600.380000 sec): 3 clusters
  Score: Raw -1984488.362000 + Penalty 4739.030657 = -1979749.331343
  nChanged 335
		SP:Iteration 13Q (8600.430000 sec): 3 clusters
  Score: Raw -1984763.608832 + Penalty 4739.030657 = -1980024.578175
  nChanged 261
		SP:Iteration 14Q (8600.470000 sec): 3 clusters
  Score: Raw -1984975.711575 + Penalty 4739.030657 = -1980236.680918
  nChanged 189
		SP:Iteration 15Q (8600.510000 sec): 3 clusters
  Score: Raw -1985111.115147 + Penalty 4739.030657 = -1980372.084490
  nChanged 127
		SP:Iteration 16Q (8600.550000 sec): 3 clusters
  Score: Raw -1985188.011308 + Penalty 4739.030657 = -1980448.980652
  nChanged 90
		SP:Iteration 17Q (8600.590000 sec): 3 clusters
  Score: Raw -1985246.067235 + Penalty 4739.030657 = -1980507.036579
  nChanged 60
		SP:Iteration 18Q (8600.630000 sec): 3 clusters
  Score: Raw -1985290.272259 + Penalty 4739.030657 = -1980551.241602
  nChanged 49
		SP:Iteration 19Q (8600.670000 sec): 3 clusters
  Score: Raw -1985324.056351 + Penalty 4739.030657 = -1980585.025694
  nChanged 29
		SP:Iteration 20F (8600.720000 sec): 3 clusters
  Score: Raw -1985346.072236 + Penalty 4739.030657 = -1980607.041580
  nChanged 26
		SP:Iteration 21Q (8600.760000 sec): 3 clusters
  Score: Raw -1985361.636491 + Penalty 4739.030657 = -1980622.605834
  nChanged 16
		SP:Iteration 22Q (8600.790000 sec): 3 clusters
  Score: Raw -1985370.578786 + Penalty 4739.030657 = -1980631.548129
  nChanged 14
		SP:Iteration 23Q (8600.830000 sec): 3 clusters
  Score: Raw -1985379.487256 + Penalty 4739.030657 = -1980640.456599
  nChanged 8
		SP:Iteration 24Q (8600.870000 sec): 3 clusters
  Score: Raw -1985387.592326 + Penalty 4739.030657 = -1980648.561669
  nChanged 11
		SP:Iteration 25Q (8600.910000 sec): 3 clusters
  Score: Raw -1985394.130745 + Penalty 4739.030657 = -1980655.100089
  nChanged 8
		SP:Iteration 26Q (8600.950000 sec): 3 clusters
  Score: Raw -1985401.154989 + Penalty 4739.030657 = -1980662.124332
  nChanged 9
		SP:Iteration 27Q (8600.980000 sec): 3 clusters
  Score: Raw -1985407.139950 + Penalty 4739.030657 = -1980668.109294
  nChanged 14
		SP:Iteration 28Q (8601.020000 sec): 3 clusters
  Score: Raw -1985418.167293 + Penalty 4739.030657 = -1980679.136637
  nChanged 10
		SP:Iteration 29Q (8601.060000 sec): 3 clusters
  Score: Raw -1985426.153509 + Penalty 4739.030657 = -1980687.122852
  nChanged 9
		SP:Iteration 30Q (8601.090000 sec): 3 clusters
  Score: Raw -1985433.075035 + Penalty 4739.030657 = -1980694.044379
  nChanged 8
		SP:Iteration 31Q (8601.130000 sec): 3 clusters
  Score: Raw -1985437.298087 + Penalty 4739.030657 = -1980698.267430
  nChanged 11
		SP:Iteration 32Q (8601.170000 sec): 3 clusters
  Score: Raw -1985443.469799 + Penalty 4739.030657 = -1980704.439143
  nChanged 10
		SP:Iteration 33Q (8601.200000 sec): 3 clusters
  Score: Raw -1985448.473811 + Penalty 4739.030657 = -1980709.443155
  nChanged 10
		SP:Iteration 34Q (8601.240000 sec): 3 clusters
  Score: Raw -1985455.742143 + Penalty 4739.030657 = -1980716.711486
  nChanged 8
		SP:Iteration 35Q (8601.270000 sec): 3 clusters
  Score: Raw -1985461.832307 + Penalty 4739.030657 = -1980722.801650
  nChanged 12
		SP:Iteration 36Q (8601.310000 sec): 3 clusters
  Score: Raw -1985468.761988 + Penalty 4739.030657 = -1980729.731332
  nChanged 9
		SP:Iteration 37Q (8601.350000 sec): 3 clusters
  Score: Raw -1985474.071390 + Penalty 4739.030657 = -1980735.040734
  nChanged 7
		SP:Iteration 38Q (8601.380000 sec): 3 clusters
  Score: Raw -1985478.349347 + Penalty 4739.030657 = -1980739.318690
  nChanged 6
		SP:Iteration 39Q (8601.420000 sec): 3 clusters
  Score: Raw -1985482.720285 + Penalty 4739.030657 = -1980743.689629
  nChanged 4
		SP:Iteration 40F (8601.470000 sec): 3 clusters
  Score: Raw -1985485.204064 + Penalty 4739.030657 = -1980746.173407
  nChanged 5
		SP:Iteration 41Q (8601.500000 sec): 3 clusters
  Score: Raw -1985489.336241 + Penalty 4739.030657 = -1980750.305585
  nChanged 6
		SP:Iteration 42Q (8601.540000 sec): 3 clusters
  Score: Raw -1985492.311321 + Penalty 4739.030657 = -1980753.280664
  nChanged 1
		SP:Iteration 43Q (8601.570000 sec): 3 clusters
  Score: Raw -1985492.765804 + Penalty 4739.030657 = -1980753.735148
  nChanged 0
		SP:Iteration 44F (8601.620000 sec): 3 clusters
  Score: Raw -1985492.765804 + Penalty 4739.030657 = -1980753.735148
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8601.630000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8601.630000 sec): 3 clusters
  Score: Raw -73227.763819 + Penalty 3074.445443 = -70153.318376
  nChanged 81
		SP:Iteration 1F (8601.630000 sec): 3 clusters
  Score: Raw -73379.344680 + Penalty 3074.445443 = -70304.899237
  nChanged 23
		SP:Iteration 2Q (8601.630000 sec): 3 clusters
  Score: Raw -73437.299580 + Penalty 3074.445443 = -70362.854136
  nChanged 7
		SP:Iteration 3Q (8601.640000 sec): 3 clusters
  Score: Raw -73451.297956 + Penalty 3074.445443 = -70376.852513
  nChanged 2
		SP:Iteration 4Q (8601.640000 sec): 3 clusters
  Score: Raw -73454.527155 + Penalty 3074.445443 = -70380.081711
  nChanged 2
		SP:Iteration 5Q (8601.640000 sec): 3 clusters
  Score: Raw -73460.411300 + Penalty 3074.445443 = -70385.965857
  nChanged 2
		SP:Iteration 6Q (8601.640000 sec): 3 clusters
  Score: Raw -73464.247739 + Penalty 3074.445443 = -70389.802295
  nChanged 0
		SP:Iteration 7F (8601.650000 sec): 3 clusters
  Score: Raw -73464.247739 + Penalty 3074.445443 = -70389.802295
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8601.650000 sec): 2 clusters
  Score: Raw -309815.793004 + Penalty 1905.598267 = -307910.194737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8601.660000 sec): 3 clusters
  Score: Raw -308952.565355 + Penalty 3811.196534 = -305141.368821
  nChanged 715
		SP:Iteration 1F (8601.670000 sec): 3 clusters
  Score: Raw -309448.920265 + Penalty 3811.196534 = -305637.723731
  nChanged 167
		SP:Iteration 2F (8601.670000 sec): 3 clusters
  Score: Raw -309589.926420 + Penalty 3811.196534 = -305778.729885
  nChanged 103
		SP:Iteration 3Q (8601.690000 sec): 3 clusters
  Score: Raw -309660.147335 + Penalty 3811.196534 = -305848.950800
  nChanged 54
		SP:Iteration 4Q (8601.700000 sec): 3 clusters
  Score: Raw -309695.942422 + Penalty 3811.196534 = -305884.745888
  nChanged 33
		SP:Iteration 5Q (8601.700000 sec): 3 clusters
  Score: Raw -309722.394840 + Penalty 3811.196534 = -305911.198306
  nChanged 28
		SP:Iteration 6Q (8601.710000 sec): 3 clusters
  Score: Raw -309743.015237 + Penalty 3811.196534 = -305931.818702
  nChanged 24
		SP:Iteration 7Q (8601.720000 sec): 3 clusters
  Score: Raw -309757.423937 + Penalty 3811.196534 = -305946.227403
  nChanged 17
		SP:Iteration 8Q (8601.720000 sec): 3 clusters
  Score: Raw -309766.763061 + Penalty 3811.196534 = -305955.566527
  nChanged 11
		SP:Iteration 9Q (8601.730000 sec): 3 clusters
  Score: Raw -309776.858044 + Penalty 3811.196534 = -305965.661509
  nChanged 14
		SP:Iteration 10Q (8601.740000 sec): 3 clusters
  Score: Raw -309787.611481 + Penalty 3811.196534 = -305976.414947
  nChanged 13
		SP:Iteration 11Q (8601.750000 sec): 3 clusters
  Score: Raw -309795.871439 + Penalty 3811.196534 = -305984.674904
  nChanged 9
		SP:Iteration 12Q (8601.760000 sec): 3 clusters
  Score: Raw -309802.032063 + Penalty 3811.196534 = -305990.835528
  nChanged 6
		SP:Iteration 13Q (8601.760000 sec): 3 clusters
  Score: Raw -309805.484158 + Penalty 3811.196534 = -305994.287623
  nChanged 6
		SP:Iteration 14Q (8601.770000 sec): 3 clusters
  Score: Raw -309808.603318 + Penalty 3811.196534 = -305997.406784
  nChanged 4
		SP:Iteration 15Q (8601.780000 sec): 3 clusters
  Score: Raw -309810.749345 + Penalty 3811.196534 = -305999.552811
  nChanged 1
		SP:Iteration 16Q (8601.780000 sec): 3 clusters
  Score: Raw -309811.150953 + Penalty 3811.196534 = -305999.954419
  nChanged 1
		SP:Iteration 17Q (8601.790000 sec): 3 clusters
  Score: Raw -309811.706402 + Penalty 3811.196534 = -306000.509868
  nChanged 0
		SP:Iteration 18F (8601.800000 sec): 3 clusters
  Score: Raw -309811.706402 + Penalty 3811.196534 = -306000.509868
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8601.900000 sec): 2 clusters
  Score: Raw -4594677.129706 + Penalty 2568.397217 = -4592108.732489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8602.020000 sec): 3 clusters
  Score: Raw -4575743.437567 + Penalty 5136.794433 = -4570606.643133
  nChanged 14263
		SP:Iteration 1F (8602.130000 sec): 3 clusters
  Score: Raw -4583588.080828 + Penalty 5136.794433 = -4578451.286395
  nChanged 1370
		SP:Iteration 2Q (8602.250000 sec): 3 clusters
  Score: Raw -4584017.299867 + Penalty 5136.794433 = -4578880.505434
  nChanged 1216
		SP:Iteration 3Q (8602.360000 sec): 3 clusters
  Score: Raw -4584423.862186 + Penalty 5136.794433 = -4579287.067753
  nChanged 1202
		SP:Iteration 4Q (8602.480000 sec): 3 clusters
  Score: Raw -4584856.041025 + Penalty 5136.794433 = -4579719.246592
  nChanged 1303
		SP:Iteration 5Q (8602.590000 sec): 3 clusters
  Score: Raw -4585401.737416 + Penalty 5136.794433 = -4580264.942983
  nChanged 1410
		SP:Iteration 6Q (8602.710000 sec): 3 clusters
  Score: Raw -4586081.070565 + Penalty 5136.794433 = -4580944.276132
  nChanged 1684
		SP:Iteration 7F (8602.820000 sec): 3 clusters
  Score: Raw -4587003.184490 + Penalty 5136.794433 = -4581866.390057
  nChanged 1906
		SP:Iteration 8F (8602.930000 sec): 3 clusters
  Score: Raw -4588272.801136 + Penalty 5136.794433 = -4583136.006703
  nChanged 2102
		SP:Iteration 9F (8603.050000 sec): 3 clusters
  Score: Raw -4589819.896074 + Penalty 5136.794433 = -4584683.101641
  nChanged 1958
		SP:Iteration 10F (8603.160000 sec): 3 clusters
  Score: Raw -4591333.351924 + Penalty 5136.794433 = -4586196.557490
  nChanged 1561
		SP:Iteration 11Q (8603.270000 sec): 3 clusters
  Score: Raw -4592457.421847 + Penalty 5136.794433 = -4587320.627413
  nChanged 1114
		SP:Iteration 12Q (8603.380000 sec): 3 clusters
  Score: Raw -4593177.565137 + Penalty 5136.794433 = -4588040.770703
  nChanged 799
		SP:Iteration 13Q (8603.500000 sec): 3 clusters
  Score: Raw -4593663.676597 + Penalty 5136.794433 = -4588526.882164
  nChanged 561
		SP:Iteration 14Q (8603.610000 sec): 3 clusters
  Score: Raw -4594070.081107 + Penalty 5136.794433 = -4588933.286674
  nChanged 409
		SP:Iteration 15Q (8603.720000 sec): 3 clusters
  Score: Raw -4594466.363580 + Penalty 5136.794433 = -4589329.569146
  nChanged 295
		SP:Iteration 16Q (8603.820000 sec): 3 clusters
  Score: Raw -4594861.433719 + Penalty 5136.794433 = -4589724.639285
  nChanged 221
		SP:Iteration 17Q (8603.910000 sec): 3 clusters
  Score: Raw -4595172.492986 + Penalty 5136.794433 = -4590035.698553
  nChanged 192
		SP:Iteration 18Q (8604.000000 sec): 3 clusters
  Score: Raw -4595394.146564 + Penalty 5136.794433 = -4590257.352131
  nChanged 140
		SP:Iteration 19Q (8604.090000 sec): 3 clusters
  Score: Raw -4595510.965761 + Penalty 5136.794433 = -4590374.171328
  nChanged 106
		SP:Iteration 20F (8604.200000 sec): 3 clusters
  Score: Raw -4595574.323809 + Penalty 5136.794433 = -4590437.529376
  nChanged 75
		SP:Iteration 21Q (8604.280000 sec): 3 clusters
  Score: Raw -4595611.184668 + Penalty 5136.794433 = -4590474.390234
  nChanged 63
		SP:Iteration 22Q (8604.360000 sec): 3 clusters
  Score: Raw -4595638.429577 + Penalty 5136.794433 = -4590501.635143
  nChanged 54
		SP:Iteration 23Q (8604.450000 sec): 3 clusters
  Score: Raw -4595658.043914 + Penalty 5136.794433 = -4590521.249481
  nChanged 33
		SP:Iteration 24Q (8604.530000 sec): 3 clusters
  Score: Raw -4595670.246551 + Penalty 5136.794433 = -4590533.452117
  nChanged 24
		SP:Iteration 25Q (8604.610000 sec): 3 clusters
  Score: Raw -4595679.386749 + Penalty 5136.794433 = -4590542.592315
  nChanged 29
		SP:Iteration 26Q (8604.700000 sec): 3 clusters
  Score: Raw -4595687.921830 + Penalty 5136.794433 = -4590551.127397
  nChanged 24
		SP:Iteration 27Q (8604.780000 sec): 3 clusters
  Score: Raw -4595695.966250 + Penalty 5136.794433 = -4590559.171816
  nChanged 19
		SP:Iteration 28Q (8604.860000 sec): 3 clusters
  Score: Raw -4595700.040292 + Penalty 5136.794433 = -4590563.245859
  nChanged 10
		SP:Iteration 29Q (8604.940000 sec): 3 clusters
  Score: Raw -4595702.190091 + Penalty 5136.794433 = -4590565.395658
  nChanged 6
		SP:Iteration 30Q (8605.030000 sec): 3 clusters
  Score: Raw -4595703.796355 + Penalty 5136.794433 = -4590567.001922
  nChanged 6
		SP:Iteration 31Q (8605.110000 sec): 3 clusters
  Score: Raw -4595704.940848 + Penalty 5136.794433 = -4590568.146415
  nChanged 6
		SP:Iteration 32Q (8605.190000 sec): 3 clusters
  Score: Raw -4595706.235293 + Penalty 5136.794433 = -4590569.440860
  nChanged 7
		SP:Iteration 33Q (8605.280000 sec): 3 clusters
  Score: Raw -4595707.682862 + Penalty 5136.794433 = -4590570.888428
  nChanged 7
		SP:Iteration 34Q (8605.360000 sec): 3 clusters
  Score: Raw -4595709.796049 + Penalty 5136.794433 = -4590573.001616
  nChanged 5
		SP:Iteration 35Q (8605.440000 sec): 3 clusters
  Score: Raw -4595710.678767 + Penalty 5136.794433 = -4590573.884333
  nChanged 2
		SP:Iteration 36Q (8605.530000 sec): 3 clusters
  Score: Raw -4595711.115328 + Penalty 5136.794433 = -4590574.320895
  nChanged 2
		SP:Iteration 37Q (8605.610000 sec): 3 clusters
  Score: Raw -4595711.399070 + Penalty 5136.794433 = -4590574.604637
  nChanged 4
		SP:Iteration 38Q (8605.700000 sec): 3 clusters
  Score: Raw -4595712.016438 + Penalty 5136.794433 = -4590575.222005
  nChanged 2
		SP:Iteration 39Q (8605.780000 sec): 3 clusters
  Score: Raw -4595712.278905 + Penalty 5136.794433 = -4590575.484472
  nChanged 0
		SP:Iteration 40F (8605.890000 sec): 3 clusters
  Score: Raw -4595712.278905 + Penalty 5136.794433 = -4590575.484472
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8606.210000 sec): 2 clusters
  Score: Raw -14339023.494785 + Penalty 2851.716528 = -14336171.778257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8606.570000 sec): 3 clusters
  Score: Raw -14275811.723985 + Penalty 5703.433055 = -14270108.290929
  nChanged 46563
		SP:Iteration 1F (8606.930000 sec): 3 clusters
  Score: Raw -14302645.951347 + Penalty 5703.433055 = -14296942.518292
  nChanged 3630
		SP:Iteration 2Q (8607.290000 sec): 3 clusters
  Score: Raw -14303693.061976 + Penalty 5703.433055 = -14297989.628921
  nChanged 3967
		SP:Iteration 3Q (8607.660000 sec): 3 clusters
  Score: Raw -14305057.592536 + Penalty 5703.433055 = -14299354.159481
  nChanged 4632
		SP:Iteration 4Q (8608.030000 sec): 3 clusters
  Score: Raw -14306983.557298 + Penalty 5703.433055 = -14301280.124243
  nChanged 5477
		SP:Iteration 5F (8608.390000 sec): 3 clusters
  Score: Raw -14309759.898947 + Penalty 5703.433055 = -14304056.465891
  nChanged 6098
		SP:Iteration 6F (8608.740000 sec): 3 clusters
  Score: Raw -14313156.440742 + Penalty 5703.433055 = -14307453.007686
  nChanged 6139
		SP:Iteration 7F (8609.100000 sec): 3 clusters
  Score: Raw -14316804.315104 + Penalty 5703.433055 = -14311100.882049
  nChanged 5993
		SP:Iteration 8F (8609.460000 sec): 3 clusters
  Score: Raw -14320500.832078 + Penalty 5703.433055 = -14314797.399022
  nChanged 5244
		SP:Iteration 9F (8609.830000 sec): 3 clusters
  Score: Raw -14323808.598458 + Penalty 5703.433055 = -14318105.165403
  nChanged 4484
		SP:Iteration 10Q (8610.200000 sec): 3 clusters
  Score: Raw -14326861.853521 + Penalty 5703.433055 = -14321158.420466
  nChanged 3853
		SP:Iteration 11Q (8610.560000 sec): 3 clusters
  Score: Raw -14329581.821472 + Penalty 5703.433055 = -14323878.388416
  nChanged 3175
		SP:Iteration 12Q (8610.910000 sec): 3 clusters
  Score: Raw -14331882.134597 + Penalty 5703.433055 = -14326178.701542
  nChanged 2535
		SP:Iteration 13Q (8611.250000 sec): 3 clusters
  Score: Raw -14333686.674300 + Penalty 5703.433055 = -14327983.241245
  nChanged 1936
		SP:Iteration 14Q (8611.570000 sec): 3 clusters
  Score: Raw -14335049.050535 + Penalty 5703.433055 = -14329345.617480
  nChanged 1568
		SP:Iteration 15Q (8611.880000 sec): 3 clusters
  Score: Raw -14336152.344728 + Penalty 5703.433055 = -14330448.911673
  nChanged 1218
		SP:Iteration 16Q (8612.170000 sec): 3 clusters
  Score: Raw -14336996.282352 + Penalty 5703.433055 = -14331292.849297
  nChanged 955
		SP:Iteration 17Q (8612.460000 sec): 3 clusters
  Score: Raw -14337643.986877 + Penalty 5703.433055 = -14331940.553822
  nChanged 715
		SP:Iteration 18Q (8612.740000 sec): 3 clusters
  Score: Raw -14338111.028879 + Penalty 5703.433055 = -14332407.595824
  nChanged 593
		SP:Iteration 19Q (8613.020000 sec): 3 clusters
  Score: Raw -14338482.847107 + Penalty 5703.433055 = -14332779.414051
  nChanged 492
		SP:Iteration 20F (8613.370000 sec): 3 clusters
  Score: Raw -14338779.206153 + Penalty 5703.433055 = -14333075.773098
  nChanged 410
		SP:Iteration 21Q (8613.640000 sec): 3 clusters
  Score: Raw -14339000.399805 + Penalty 5703.433055 = -14333296.966750
  nChanged 347
		SP:Iteration 22Q (8613.910000 sec): 3 clusters
  Score: Raw -14339176.786390 + Penalty 5703.433055 = -14333473.353335
  nChanged 273
		SP:Iteration 23Q (8614.170000 sec): 3 clusters
  Score: Raw -14339288.749225 + Penalty 5703.433055 = -14333585.316170
  nChanged 216
		SP:Iteration 24Q (8614.440000 sec): 3 clusters
  Score: Raw -14339383.998943 + Penalty 5703.433055 = -14333680.565888
  nChanged 185
		SP:Iteration 25Q (8614.710000 sec): 3 clusters
  Score: Raw -14339453.118138 + Penalty 5703.433055 = -14333749.685083
  nChanged 156
		SP:Iteration 26Q (8614.970000 sec): 3 clusters
  Score: Raw -14339508.705923 + Penalty 5703.433055 = -14333805.272868
  nChanged 150
		SP:Iteration 27Q (8615.240000 sec): 3 clusters
  Score: Raw -14339560.867351 + Penalty 5703.433055 = -14333857.434295
  nChanged 116
		SP:Iteration 28Q (8615.500000 sec): 3 clusters
  Score: Raw -14339599.875377 + Penalty 5703.433055 = -14333896.442322
  nChanged 113
		SP:Iteration 29Q (8615.760000 sec): 3 clusters
  Score: Raw -14339635.965520 + Penalty 5703.433055 = -14333932.532465
  nChanged 98
		SP:Iteration 30Q (8616.030000 sec): 3 clusters
  Score: Raw -14339669.841919 + Penalty 5703.433055 = -14333966.408864
  nChanged 86
		SP:Iteration 31Q (8616.290000 sec): 3 clusters
  Score: Raw -14339699.123502 + Penalty 5703.433055 = -14333995.690447
  nChanged 84
		SP:Iteration 32Q (8616.550000 sec): 3 clusters
  Score: Raw -14339723.942044 + Penalty 5703.433055 = -14334020.508988
  nChanged 71
		SP:Iteration 33Q (8616.810000 sec): 3 clusters
  Score: Raw -14339742.593057 + Penalty 5703.433055 = -14334039.160002
  nChanged 53
		SP:Iteration 34Q (8617.080000 sec): 3 clusters
  Score: Raw -14339758.635832 + Penalty 5703.433055 = -14334055.202777
  nChanged 54
		SP:Iteration 35Q (8617.340000 sec): 3 clusters
  Score: Raw -14339772.521873 + Penalty 5703.433055 = -14334069.088818
  nChanged 39
		SP:Iteration 36Q (8617.600000 sec): 3 clusters
  Score: Raw -14339783.167948 + Penalty 5703.433055 = -14334079.734892
  nChanged 37
		SP:Iteration 37Q (8617.860000 sec): 3 clusters
  Score: Raw -14339791.472518 + Penalty 5703.433055 = -14334088.039463
  nChanged 31
		SP:Iteration 38Q (8618.120000 sec): 3 clusters
  Score: Raw -14339798.120960 + Penalty 5703.433055 = -14334094.687905
  nChanged 28
		SP:Iteration 39Q (8618.380000 sec): 3 clusters
  Score: Raw -14339805.582755 + Penalty 5703.433055 = -14334102.149700
  nChanged 27
		SP:Iteration 40F (8618.730000 sec): 3 clusters
  Score: Raw -14339811.124812 + Penalty 5703.433055 = -14334107.691756
  nChanged 22
		SP:Iteration 41Q (8618.990000 sec): 3 clusters
  Score: Raw -14339815.574630 + Penalty 5703.433055 = -14334112.141575
  nChanged 23
		SP:Iteration 42Q (8619.250000 sec): 3 clusters
  Score: Raw -14339819.785102 + Penalty 5703.433055 = -14334116.352047
  nChanged 12
		SP:Iteration 43Q (8619.510000 sec): 3 clusters
  Score: Raw -14339822.248392 + Penalty 5703.433055 = -14334118.815337
  nChanged 11
		SP:Iteration 44Q (8619.770000 sec): 3 clusters
  Score: Raw -14339825.003833 + Penalty 5703.433055 = -14334121.570778
  nChanged 13
		SP:Iteration 45Q (8620.030000 sec): 3 clusters
  Score: Raw -14339827.577562 + Penalty 5703.433055 = -14334124.144507
  nChanged 16
		SP:Iteration 46Q (8620.290000 sec): 3 clusters
  Score: Raw -14339831.655601 + Penalty 5703.433055 = -14334128.222546
  nChanged 24
		SP:Iteration 47Q (8620.550000 sec): 3 clusters
  Score: Raw -14339836.185791 + Penalty 5703.433055 = -14334132.752736
  nChanged 11
		SP:Iteration 48Q (8620.810000 sec): 3 clusters
  Score: Raw -14339838.409020 + Penalty 5703.433055 = -14334134.975964
  nChanged 11
		SP:Iteration 49Q (8621.070000 sec): 3 clusters
  Score: Raw -14339841.319578 + Penalty 5703.433055 = -14334137.886523
  nChanged 11
		SP:Iteration 50Q (8621.330000 sec): 3 clusters
  Score: Raw -14339844.448240 + Penalty 5703.433055 = -14334141.015185
  nChanged 12
		SP:Iteration 51Q (8621.590000 sec): 3 clusters
  Score: Raw -14339846.342668 + Penalty 5703.433055 = -14334142.909613
  nChanged 14
		SP:Iteration 52Q (8621.850000 sec): 3 clusters
  Score: Raw -14339851.225659 + Penalty 5703.433055 = -14334147.792604
  nChanged 18
		SP:Iteration 53Q (8622.110000 sec): 3 clusters
  Score: Raw -14339854.537404 + Penalty 5703.433055 = -14334151.104349
  nChanged 11
		SP:Iteration 54Q (8622.370000 sec): 3 clusters
  Score: Raw -14339857.185341 + Penalty 5703.433055 = -14334153.752286
  nChanged 13
		SP:Iteration 55Q (8622.630000 sec): 3 clusters
  Score: Raw -14339859.575232 + Penalty 5703.433055 = -14334156.142177
  nChanged 9
		SP:Iteration 56Q (8622.890000 sec): 3 clusters
  Score: Raw -14339861.281913 + Penalty 5703.433055 = -14334157.848858
  nChanged 10
		SP:Iteration 57Q (8623.150000 sec): 3 clusters
  Score: Raw -14339863.416949 + Penalty 5703.433055 = -14334159.983894
  nChanged 10
		SP:Iteration 58Q (8623.410000 sec): 3 clusters
  Score: Raw -14339865.937296 + Penalty 5703.433055 = -14334162.504241
  nChanged 11
		SP:Iteration 59Q (8623.670000 sec): 3 clusters
  Score: Raw -14339867.824455 + Penalty 5703.433055 = -14334164.391400
  nChanged 9
		SP:Iteration 60F (8624.020000 sec): 3 clusters
  Score: Raw -14339870.297577 + Penalty 5703.433055 = -14334166.864522
  nChanged 7
		SP:Iteration 61Q (8624.280000 sec): 3 clusters
  Score: Raw -14339873.332104 + Penalty 5703.433055 = -14334169.899048
  nChanged 12
		SP:Iteration 62Q (8624.540000 sec): 3 clusters
  Score: Raw -14339875.935633 + Penalty 5703.433055 = -14334172.502578
  nChanged 12
		SP:Iteration 63Q (8624.810000 sec): 3 clusters
  Score: Raw -14339877.866255 + Penalty 5703.433055 = -14334174.433200
  nChanged 9
		SP:Iteration 64Q (8625.070000 sec): 3 clusters
  Score: Raw -14339880.212612 + Penalty 5703.433055 = -14334176.779557
  nChanged 9
		SP:Iteration 65Q (8625.330000 sec): 3 clusters
  Score: Raw -14339883.188916 + Penalty 5703.433055 = -14334179.755861
  nChanged 11
		SP:Iteration 66Q (8625.590000 sec): 3 clusters
  Score: Raw -14339885.338490 + Penalty 5703.433055 = -14334181.905435
  nChanged 6
		SP:Iteration 67Q (8625.860000 sec): 3 clusters
  Score: Raw -14339886.582058 + Penalty 5703.433055 = -14334183.149003
  nChanged 10
		SP:Iteration 68Q (8626.130000 sec): 3 clusters
  Score: Raw -14339888.964068 + Penalty 5703.433055 = -14334185.531013
  nChanged 3
		SP:Iteration 69Q (8626.380000 sec): 3 clusters
  Score: Raw -14339889.903827 + Penalty 5703.433055 = -14334186.470772
  nChanged 6
		SP:Iteration 70Q (8626.650000 sec): 3 clusters
  Score: Raw -14339891.143667 + Penalty 5703.433055 = -14334187.710612
  nChanged 4
		SP:Iteration 71Q (8626.910000 sec): 3 clusters
  Score: Raw -14339891.732183 + Penalty 5703.433055 = -14334188.299127
  nChanged 2
		SP:Iteration 72Q (8627.170000 sec): 3 clusters
  Score: Raw -14339892.018494 + Penalty 5703.433055 = -14334188.585439
  nChanged 1
		SP:Iteration 73Q (8627.440000 sec): 3 clusters
  Score: Raw -14339892.356438 + Penalty 5703.433055 = -14334188.923382
  nChanged 1
		SP:Iteration 74Q (8627.700000 sec): 3 clusters
  Score: Raw -14339892.652568 + Penalty 5703.433055 = -14334189.219512
  nChanged 3
		SP:Iteration 75Q (8627.960000 sec): 3 clusters
  Score: Raw -14339893.271260 + Penalty 5703.433055 = -14334189.838205
  nChanged 2
		SP:Iteration 76Q (8628.230000 sec): 3 clusters
  Score: Raw -14339894.430791 + Penalty 5703.433055 = -14334190.997736
  nChanged 5
		SP:Iteration 77Q (8628.490000 sec): 3 clusters
  Score: Raw -14339896.042511 + Penalty 5703.433055 = -14334192.609456
  nChanged 4
		SP:Iteration 78Q (8628.750000 sec): 3 clusters
  Score: Raw -14339896.769154 + Penalty 5703.433055 = -14334193.336098
  nChanged 3
		SP:Iteration 79Q (8629.010000 sec): 3 clusters
  Score: Raw -14339897.136433 + Penalty 5703.433055 = -14334193.703378
  nChanged 2
		SP:Iteration 80F (8629.370000 sec): 3 clusters
  Score: Raw -14339897.785258 + Penalty 5703.433055 = -14334194.352203
  nChanged 3
		SP:Iteration 81Q (8629.640000 sec): 3 clusters
  Score: Raw -14339898.408915 + Penalty 5703.433055 = -14334194.975860
  nChanged 3
		SP:Iteration 82Q (8629.900000 sec): 3 clusters
  Score: Raw -14339898.726928 + Penalty 5703.433055 = -14334195.293873
  nChanged 2
		SP:Iteration 83Q (8630.170000 sec): 3 clusters
  Score: Raw -14339899.071412 + Penalty 5703.433055 = -14334195.638356
  nChanged 2
		SP:Iteration 84Q (8630.430000 sec): 3 clusters
  Score: Raw -14339899.231520 + Penalty 5703.433055 = -14334195.798465
  nChanged 3
		SP:Iteration 85Q (8630.690000 sec): 3 clusters
  Score: Raw -14339899.613392 + Penalty 5703.433055 = -14334196.180337
  nChanged 3
		SP:Iteration 86Q (8630.960000 sec): 3 clusters
  Score: Raw -14339900.024877 + Penalty 5703.433055 = -14334196.591822
  nChanged 3
		SP:Iteration 87Q (8631.220000 sec): 3 clusters
  Score: Raw -14339900.628882 + Penalty 5703.433055 = -14334197.195827
  nChanged 1
		SP:Iteration 88Q (8631.490000 sec): 3 clusters
  Score: Raw -14339900.746815 + Penalty 5703.433055 = -14334197.313760
  nChanged 0
		SP:Iteration 89F (8631.850000 sec): 3 clusters
  Score: Raw -14339900.746815 + Penalty 5703.433055 = -14334197.313760
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8631.980000 sec): 2 clusters
  Score: Raw -5651717.706007 + Penalty 2605.046030 = -5649112.659977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8632.120000 sec): 3 clusters
  Score: Raw -5629487.393411 + Penalty 5210.092060 = -5624277.301351
  nChanged 16538
		SP:Iteration 1F (8632.250000 sec): 3 clusters
  Score: Raw -5638441.093932 + Penalty 5210.092060 = -5633231.001871
  nChanged 1612
		SP:Iteration 2Q (8632.390000 sec): 3 clusters
  Score: Raw -5638923.754111 + Penalty 5210.092060 = -5633713.662050
  nChanged 1412
		SP:Iteration 3Q (8632.530000 sec): 3 clusters
  Score: Raw -5639359.996841 + Penalty 5210.092060 = -5634149.904781
  nChanged 1362
		SP:Iteration 4Q (8632.660000 sec): 3 clusters
  Score: Raw -5639809.926694 + Penalty 5210.092060 = -5634599.834634
  nChanged 1387
		SP:Iteration 5Q (8632.800000 sec): 3 clusters
  Score: Raw -5640326.116530 + Penalty 5210.092060 = -5635116.024469
  nChanged 1419
		SP:Iteration 6Q (8632.930000 sec): 3 clusters
  Score: Raw -5640942.181279 + Penalty 5210.092060 = -5635732.089219
  nChanged 1610
		SP:Iteration 7Q (8633.070000 sec): 3 clusters
  Score: Raw -5641795.178242 + Penalty 5210.092060 = -5636585.086182
  nChanged 1891
		SP:Iteration 8F (8633.210000 sec): 3 clusters
  Score: Raw -5642975.523426 + Penalty 5210.092060 = -5637765.431365
  nChanged 2135
		SP:Iteration 9F (8633.340000 sec): 3 clusters
  Score: Raw -5644520.872899 + Penalty 5210.092060 = -5639310.780839
  nChanged 2235
		SP:Iteration 10F (8633.470000 sec): 3 clusters
  Score: Raw -5646249.447148 + Penalty 5210.092060 = -5641039.355088
  nChanged 2175
		SP:Iteration 11F (8633.610000 sec): 3 clusters
  Score: Raw -5648045.065111 + Penalty 5210.092060 = -5642834.973051
  nChanged 1862
		SP:Iteration 12F (8633.740000 sec): 3 clusters
  Score: Raw -5649616.656866 + Penalty 5210.092060 = -5644406.564806
  nChanged 1284
		SP:Iteration 13Q (8633.850000 sec): 3 clusters
  Score: Raw -5650682.451671 + Penalty 5210.092060 = -5645472.359610
  nChanged 709
		SP:Iteration 14Q (8633.960000 sec): 3 clusters
  Score: Raw -5651227.230249 + Penalty 5210.092060 = -5646017.138188
  nChanged 379
		SP:Iteration 15Q (8634.070000 sec): 3 clusters
  Score: Raw -5651541.207093 + Penalty 5210.092060 = -5646331.115032
  nChanged 224
		SP:Iteration 16Q (8634.170000 sec): 3 clusters
  Score: Raw -5651731.694070 + Penalty 5210.092060 = -5646521.602010
  nChanged 139
		SP:Iteration 17Q (8634.270000 sec): 3 clusters
  Score: Raw -5651842.725847 + Penalty 5210.092060 = -5646632.633786
  nChanged 84
		SP:Iteration 18Q (8634.360000 sec): 3 clusters
  Score: Raw -5651909.262901 + Penalty 5210.092060 = -5646699.170840
  nChanged 44
		SP:Iteration 19Q (8634.450000 sec): 3 clusters
  Score: Raw -5651942.282982 + Penalty 5210.092060 = -5646732.190922
  nChanged 35
		SP:Iteration 20F (8634.590000 sec): 3 clusters
  Score: Raw -5651980.186626 + Penalty 5210.092060 = -5646770.094565
  nChanged 24
		SP:Iteration 21Q (8634.680000 sec): 3 clusters
  Score: Raw -5652004.361936 + Penalty 5210.092060 = -5646794.269875
  nChanged 19
		SP:Iteration 22Q (8634.770000 sec): 3 clusters
  Score: Raw -5652019.242404 + Penalty 5210.092060 = -5646809.150343
  nChanged 14
		SP:Iteration 23Q (8634.860000 sec): 3 clusters
  Score: Raw -5652030.266318 + Penalty 5210.092060 = -5646820.174258
  nChanged 12
		SP:Iteration 24Q (8634.950000 sec): 3 clusters
  Score: Raw -5652042.184714 + Penalty 5210.092060 = -5646832.092654
  nChanged 9
		SP:Iteration 25Q (8635.040000 sec): 3 clusters
  Score: Raw -5652048.839113 + Penalty 5210.092060 = -5646838.747053
  nChanged 6
		SP:Iteration 26Q (8635.130000 sec): 3 clusters
  Score: Raw -5652054.444652 + Penalty 5210.092060 = -5646844.352592
  nChanged 5
		SP:Iteration 27Q (8635.230000 sec): 3 clusters
  Score: Raw -5652058.357131 + Penalty 5210.092060 = -5646848.265070
  nChanged 5
		SP:Iteration 28Q (8635.310000 sec): 3 clusters
  Score: Raw -5652062.784878 + Penalty 5210.092060 = -5646852.692818
  nChanged 4
		SP:Iteration 29Q (8635.410000 sec): 3 clusters
  Score: Raw -5652066.163243 + Penalty 5210.092060 = -5646856.071183
  nChanged 0
		SP:Iteration 30F (8635.540000 sec): 3 clusters
  Score: Raw -5652066.163243 + Penalty 5210.092060 = -5646856.071183
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8635.860000 sec): 2 clusters
  Score: Raw -14570628.045756 + Penalty 2851.799513 = -14567776.246243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8636.230000 sec): 3 clusters
  Score: Raw -14507459.639684 + Penalty 5703.599026 = -14501756.040658
  nChanged 46767
		SP:Iteration 1F (8636.600000 sec): 3 clusters
  Score: Raw -14534264.046476 + Penalty 5703.599026 = -14528560.447449
  nChanged 3725
		SP:Iteration 2Q (8636.980000 sec): 3 clusters
  Score: Raw -14535406.673586 + Penalty 5703.599026 = -14529703.074559
  nChanged 4399
		SP:Iteration 3Q (8637.350000 sec): 3 clusters
  Score: Raw -14537142.740354 + Penalty 5703.599026 = -14531439.141327
  nChanged 5645
		SP:Iteration 4F (8637.710000 sec): 3 clusters
  Score: Raw -14540086.777781 + Penalty 5703.599026 = -14534383.178754
  nChanged 7116
		SP:Iteration 5F (8638.070000 sec): 3 clusters
  Score: Raw -14544829.776756 + Penalty 5703.599026 = -14539126.177729
  nChanged 8057
		SP:Iteration 6F (8638.440000 sec): 3 clusters
  Score: Raw -14551152.246386 + Penalty 5703.599026 = -14545448.647359
  nChanged 7712
		SP:Iteration 7F (8638.810000 sec): 3 clusters
  Score: Raw -14557661.095999 + Penalty 5703.599026 = -14551957.496973
  nChanged 6112
		SP:Iteration 8F (8639.170000 sec): 3 clusters
  Score: Raw -14562974.002759 + Penalty 5703.599026 = -14557270.403733
  nChanged 4100
		SP:Iteration 9Q (8639.540000 sec): 3 clusters
  Score: Raw -14566494.711574 + Penalty 5703.599026 = -14560791.112547
  nChanged 2471
		SP:Iteration 10Q (8639.900000 sec): 3 clusters
  Score: Raw -14568675.453657 + Penalty 5703.599026 = -14562971.854630
  nChanged 1302
		SP:Iteration 11Q (8640.230000 sec): 3 clusters
  Score: Raw -14569857.910194 + Penalty 5703.599026 = -14564154.311167
  nChanged 642
		SP:Iteration 12Q (8640.530000 sec): 3 clusters
  Score: Raw -14570494.844469 + Penalty 5703.599026 = -14564791.245443
  nChanged 320
		SP:Iteration 13Q (8640.820000 sec): 3 clusters
  Score: Raw -14570786.757800 + Penalty 5703.599026 = -14565083.158774
  nChanged 189
		SP:Iteration 14Q (8641.090000 sec): 3 clusters
  Score: Raw -14570945.253767 + Penalty 5703.599026 = -14565241.654741
  nChanged 104
		SP:Iteration 15Q (8641.350000 sec): 3 clusters
  Score: Raw -14571021.779215 + Penalty 5703.599026 = -14565318.180189
  nChanged 60
		SP:Iteration 16Q (8641.620000 sec): 3 clusters
  Score: Raw -14571065.626552 + Penalty 5703.599026 = -14565362.027526
  nChanged 44
		SP:Iteration 17Q (8641.880000 sec): 3 clusters
  Score: Raw -14571091.898794 + Penalty 5703.599026 = -14565388.299768
  nChanged 23
		SP:Iteration 18Q (8642.140000 sec): 3 clusters
  Score: Raw -14571107.335893 + Penalty 5703.599026 = -14565403.736866
  nChanged 27
		SP:Iteration 19Q (8642.410000 sec): 3 clusters
  Score: Raw -14571120.259586 + Penalty 5703.599026 = -14565416.660559
  nChanged 11
		SP:Iteration 20F (8642.760000 sec): 3 clusters
  Score: Raw -14571126.421567 + Penalty 5703.599026 = -14565422.822541
  nChanged 6
		SP:Iteration 21Q (8643.020000 sec): 3 clusters
  Score: Raw -14571130.291689 + Penalty 5703.599026 = -14565426.692662
  nChanged 6
		SP:Iteration 22Q (8643.280000 sec): 3 clusters
  Score: Raw -14571133.623429 + Penalty 5703.599026 = -14565430.024403
  nChanged 8
		SP:Iteration 23Q (8643.550000 sec): 3 clusters
  Score: Raw -14571138.963341 + Penalty 5703.599026 = -14565435.364314
  nChanged 4
		SP:Iteration 24Q (8643.810000 sec): 3 clusters
  Score: Raw -14571142.237282 + Penalty 5703.599026 = -14565438.638256
  nChanged 4
		SP:Iteration 25Q (8644.060000 sec): 3 clusters
  Score: Raw -14571143.690638 + Penalty 5703.599026 = -14565440.091612
  nChanged 4
		SP:Iteration 26Q (8644.310000 sec): 3 clusters
  Score: Raw -14571145.765479 + Penalty 5703.599026 = -14565442.166453
  nChanged 3
		SP:Iteration 27Q (8644.570000 sec): 3 clusters
  Score: Raw -14571148.112063 + Penalty 5703.599026 = -14565444.513037
  nChanged 3
		SP:Iteration 28Q (8644.830000 sec): 3 clusters
  Score: Raw -14571150.209796 + Penalty 5703.599026 = -14565446.610769
  nChanged 3
		SP:Iteration 29Q (8645.090000 sec): 3 clusters
  Score: Raw -14571151.923637 + Penalty 5703.599026 = -14565448.324611
  nChanged 3
		SP:Iteration 30Q (8645.350000 sec): 3 clusters
  Score: Raw -14571153.698967 + Penalty 5703.599026 = -14565450.099941
  nChanged 3
		SP:Iteration 31Q (8645.610000 sec): 3 clusters
  Score: Raw -14571155.928790 + Penalty 5703.599026 = -14565452.329763
  nChanged 6
		SP:Iteration 32Q (8645.870000 sec): 3 clusters
  Score: Raw -14571158.531318 + Penalty 5703.599026 = -14565454.932291
  nChanged 4
		SP:Iteration 33Q (8646.130000 sec): 3 clusters
  Score: Raw -14571161.009527 + Penalty 5703.599026 = -14565457.410500
  nChanged 5
		SP:Iteration 34Q (8646.390000 sec): 3 clusters
  Score: Raw -14571164.736634 + Penalty 5703.599026 = -14565461.137607
  nChanged 7
		SP:Iteration 35Q (8646.650000 sec): 3 clusters
  Score: Raw -14571168.086575 + Penalty 5703.599026 = -14565464.487549
  nChanged 7
		SP:Iteration 36Q (8646.910000 sec): 3 clusters
  Score: Raw -14571172.766181 + Penalty 5703.599026 = -14565469.167154
  nChanged 5
		SP:Iteration 37Q (8647.180000 sec): 3 clusters
  Score: Raw -14571175.907906 + Penalty 5703.599026 = -14565472.308879
  nChanged 5
		SP:Iteration 38Q (8647.440000 sec): 3 clusters
  Score: Raw -14571178.638211 + Penalty 5703.599026 = -14565475.039185
  nChanged 3
		SP:Iteration 39Q (8647.700000 sec): 3 clusters
  Score: Raw -14571179.975569 + Penalty 5703.599026 = -14565476.376543
  nChanged 3
		SP:Iteration 40F (8648.060000 sec): 3 clusters
  Score: Raw -14571180.760744 + Penalty 5703.599026 = -14565477.161718
  nChanged 1
		SP:Iteration 41Q (8648.320000 sec): 3 clusters
  Score: Raw -14571181.544613 + Penalty 5703.599026 = -14565477.945586
  nChanged 2
		SP:Iteration 42Q (8648.580000 sec): 3 clusters
  Score: Raw -14571182.181317 + Penalty 5703.599026 = -14565478.582290
  nChanged 1
		SP:Iteration 43Q (8648.850000 sec): 3 clusters
  Score: Raw -14571182.696671 + Penalty 5703.599026 = -14565479.097645
  nChanged 2
		SP:Iteration 44Q (8649.110000 sec): 3 clusters
  Score: Raw -14571183.842519 + Penalty 5703.599026 = -14565480.243492
  nChanged 0
		SP:Iteration 45F (8649.460000 sec): 3 clusters
  Score: Raw -14571183.842519 + Penalty 5703.599026 = -14565480.243492
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8649.510000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8649.510000 sec): 3 clusters
  Score: Raw -22168.098003 + Penalty 2547.356025 = -19620.741978
  nChanged 8
		SP:Iteration 1Q (8649.510000 sec): 3 clusters
  Score: Raw -22214.969133 + Penalty 2547.356025 = -19667.613108
  nChanged 4
		SP:Iteration 2Q (8649.510000 sec): 3 clusters
  Score: Raw -22236.807643 + Penalty 2547.356025 = -19689.451618
  nChanged 1
		SP:Iteration 3Q (8649.510000 sec): 3 clusters
  Score: Raw -22244.389392 + Penalty 2547.356025 = -19697.033367
  nChanged 2
		SP:Iteration 4Q (8649.510000 sec): 3 clusters
  Score: Raw -22265.493340 + Penalty 2547.356025 = -19718.137316
  nChanged 3
		SP:Iteration 5Q (8649.510000 sec): 3 clusters
  Score: Raw -22289.297305 + Penalty 2547.356025 = -19741.941281
  nChanged 1
		SP:Iteration 6Q (8649.510000 sec): 3 clusters
  Score: Raw -22298.456302 + Penalty 2547.356025 = -19751.100278
  nChanged 1
		SP:Iteration 7Q (8649.510000 sec): 3 clusters
  Score: Raw -22305.566201 + Penalty 2547.356025 = -19758.210176
  nChanged 0
		SP:Iteration 8F (8649.510000 sec): 3 clusters
  Score: Raw -22305.566201 + Penalty 2547.356025 = -19758.210176
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8649.680000 sec): 2 clusters
  Score: Raw -7501479.168344 + Penalty 2688.609636 = -7498790.558708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8649.870000 sec): 3 clusters
  Score: Raw -7469704.503943 + Penalty 5377.219272 = -7464327.284671
  nChanged 23686
		SP:Iteration 1F (8650.060000 sec): 3 clusters
  Score: Raw -7482916.001551 + Penalty 5377.219272 = -7477538.782279
  nChanged 2040
		SP:Iteration 2Q (8650.250000 sec): 3 clusters
  Score: Raw -7483449.483684 + Penalty 5377.219272 = -7478072.264412
  nChanged 1835
		SP:Iteration 3Q (8650.440000 sec): 3 clusters
  Score: Raw -7483920.677789 + Penalty 5377.219272 = -7478543.458517
  nChanged 1760
		SP:Iteration 4Q (8650.640000 sec): 3 clusters
  Score: Raw -7484383.889441 + Penalty 5377.219272 = -7479006.670169
  nChanged 1687
		SP:Iteration 5Q (8650.830000 sec): 3 clusters
  Score: Raw -7484860.685943 + Penalty 5377.219272 = -7479483.466671
  nChanged 1671
		SP:Iteration 6Q (8651.020000 sec): 3 clusters
  Score: Raw -7485388.994103 + Penalty 5377.219272 = -7480011.774831
  nChanged 1784
		SP:Iteration 7Q (8651.210000 sec): 3 clusters
  Score: Raw -7486069.477179 + Penalty 5377.219272 = -7480692.257907
  nChanged 1958
		SP:Iteration 8Q (8651.400000 sec): 3 clusters
  Score: Raw -7486935.697862 + Penalty 5377.219272 = -7481558.478590
  nChanged 2184
		SP:Iteration 9Q (8651.600000 sec): 3 clusters
  Score: Raw -7488039.390973 + Penalty 5377.219272 = -7482662.171701
  nChanged 2370
		SP:Iteration 10Q (8651.790000 sec): 3 clusters
  Score: Raw -7489371.093301 + Penalty 5377.219272 = -7483993.874029
  nChanged 2510
		SP:Iteration 11Q (8651.980000 sec): 3 clusters
  Score: Raw -7490903.642262 + Penalty 5377.219272 = -7485526.422990
  nChanged 2475
		SP:Iteration 12Q (8652.170000 sec): 3 clusters
  Score: Raw -7492415.246428 + Penalty 5377.219272 = -7487038.027156
  nChanged 2215
		SP:Iteration 13Q (8652.360000 sec): 3 clusters
  Score: Raw -7493524.180831 + Penalty 5377.219272 = -7488146.961559
  nChanged 1681
		SP:Iteration 14Q (8652.540000 sec): 3 clusters
  Score: Raw -7494215.092888 + Penalty 5377.219272 = -7488837.873616
  nChanged 1307
		SP:Iteration 15Q (8652.720000 sec): 3 clusters
  Score: Raw -7494686.537870 + Penalty 5377.219272 = -7489309.318598
  nChanged 1106
		SP:Iteration 16Q (8652.890000 sec): 3 clusters
  Score: Raw -7495077.973389 + Penalty 5377.219272 = -7489700.754117
  nChanged 997
		SP:Iteration 17Q (8653.060000 sec): 3 clusters
  Score: Raw -7495461.868742 + Penalty 5377.219272 = -7490084.649470
  nChanged 1025
		SP:Iteration 18Q (8653.230000 sec): 3 clusters
  Score: Raw -7495855.833530 + Penalty 5377.219272 = -7490478.614258
  nChanged 986
		SP:Iteration 19Q (8653.400000 sec): 3 clusters
  Score: Raw -7496271.336403 + Penalty 5377.219272 = -7490894.117131
  nChanged 986
		SP:Iteration 20F (8653.590000 sec): 3 clusters
  Score: Raw -7496718.124488 + Penalty 5377.219272 = -7491340.905216
  nChanged 985
		SP:Iteration 21Q (8653.750000 sec): 3 clusters
  Score: Raw -7497207.623795 + Penalty 5377.219272 = -7491830.404523
  nChanged 1019
		SP:Iteration 22Q (8653.910000 sec): 3 clusters
  Score: Raw -7497746.080628 + Penalty 5377.219272 = -7492368.861356
  nChanged 999
		SP:Iteration 23Q (8654.070000 sec): 3 clusters
  Score: Raw -7498320.734335 + Penalty 5377.219272 = -7492943.515063
  nChanged 943
		SP:Iteration 24Q (8654.220000 sec): 3 clusters
  Score: Raw -7498889.932936 + Penalty 5377.219272 = -7493512.713664
  nChanged 850
		SP:Iteration 25Q (8654.380000 sec): 3 clusters
  Score: Raw -7499430.034113 + Penalty 5377.219272 = -7494052.814841
  nChanged 770
		SP:Iteration 26Q (8654.520000 sec): 3 clusters
  Score: Raw -7499930.079153 + Penalty 5377.219272 = -7494552.859881
  nChanged 651
		SP:Iteration 27Q (8654.670000 sec): 3 clusters
  Score: Raw -7500353.462462 + Penalty 5377.219272 = -7494976.243190
  nChanged 527
		SP:Iteration 28Q (8654.810000 sec): 3 clusters
  Score: Raw -7500724.173332 + Penalty 5377.219272 = -7495346.954060
  nChanged 382
		SP:Iteration 29Q (8654.950000 sec): 3 clusters
  Score: Raw -7500991.927707 + Penalty 5377.219272 = -7495614.708435
  nChanged 273
		SP:Iteration 30Q (8655.090000 sec): 3 clusters
  Score: Raw -7501181.207575 + Penalty 5377.219272 = -7495803.988303
  nChanged 200
		SP:Iteration 31Q (8655.220000 sec): 3 clusters
  Score: Raw -7501331.544286 + Penalty 5377.219272 = -7495954.325014
  nChanged 174
		SP:Iteration 32Q (8655.360000 sec): 3 clusters
  Score: Raw -7501466.397226 + Penalty 5377.219272 = -7496089.177954
  nChanged 113
		SP:Iteration 33Q (8655.490000 sec): 3 clusters
  Score: Raw -7501552.460752 + Penalty 5377.219272 = -7496175.241480
  nChanged 63
		SP:Iteration 34Q (8655.620000 sec): 3 clusters
  Score: Raw -7501604.272284 + Penalty 5377.219272 = -7496227.053012
  nChanged 51
		SP:Iteration 35Q (8655.760000 sec): 3 clusters
  Score: Raw -7501646.521894 + Penalty 5377.219272 = -7496269.302622
  nChanged 36
		SP:Iteration 36Q (8655.900000 sec): 3 clusters
  Score: Raw -7501675.994176 + Penalty 5377.219272 = -7496298.774904
  nChanged 33
		SP:Iteration 37Q (8656.030000 sec): 3 clusters
  Score: Raw -7501706.369239 + Penalty 5377.219272 = -7496329.149967
  nChanged 26
		SP:Iteration 38Q (8656.160000 sec): 3 clusters
  Score: Raw -7501732.279565 + Penalty 5377.219272 = -7496355.060293
  nChanged 19
		SP:Iteration 39Q (8656.290000 sec): 3 clusters
  Score: Raw -7501747.942328 + Penalty 5377.219272 = -7496370.723056
  nChanged 12
		SP:Iteration 40F (8656.470000 sec): 3 clusters
  Score: Raw -7501758.210813 + Penalty 5377.219272 = -7496380.991541
  nChanged 5
		SP:Iteration 41Q (8656.600000 sec): 3 clusters
  Score: Raw -7501761.303035 + Penalty 5377.219272 = -7496384.083763
  nChanged 2
		SP:Iteration 42Q (8656.730000 sec): 3 clusters
  Score: Raw -7501762.864715 + Penalty 5377.219272 = -7496385.645443
  nChanged 3
		SP:Iteration 43Q (8656.860000 sec): 3 clusters
  Score: Raw -7501765.116705 + Penalty 5377.219272 = -7496387.897433
  nChanged 5
		SP:Iteration 44Q (8656.990000 sec): 3 clusters
  Score: Raw -7501771.769014 + Penalty 5377.219272 = -7496394.549742
  nChanged 6
		SP:Iteration 45Q (8657.120000 sec): 3 clusters
  Score: Raw -7501778.952089 + Penalty 5377.219272 = -7496401.732817
  nChanged 5
		SP:Iteration 46Q (8657.240000 sec): 3 clusters
  Score: Raw -7501783.815686 + Penalty 5377.219272 = -7496406.596414
  nChanged 3
		SP:Iteration 47Q (8657.370000 sec): 3 clusters
  Score: Raw -7501786.412617 + Penalty 5377.219272 = -7496409.193345
  nChanged 4
		SP:Iteration 48Q (8657.500000 sec): 3 clusters
  Score: Raw -7501790.278982 + Penalty 5377.219272 = -7496413.059710
  nChanged 7
		SP:Iteration 49Q (8657.630000 sec): 3 clusters
  Score: Raw -7501796.500405 + Penalty 5377.219272 = -7496419.281133
  nChanged 5
		SP:Iteration 50Q (8657.760000 sec): 3 clusters
  Score: Raw -7501799.792336 + Penalty 5377.219272 = -7496422.573064
  nChanged 1
		SP:Iteration 51Q (8657.890000 sec): 3 clusters
  Score: Raw -7501800.519223 + Penalty 5377.219272 = -7496423.299951
  nChanged 3
		SP:Iteration 52Q (8658.020000 sec): 3 clusters
  Score: Raw -7501802.751342 + Penalty 5377.219272 = -7496425.532070
  nChanged 5
		SP:Iteration 53Q (8658.160000 sec): 3 clusters
  Score: Raw -7501805.887417 + Penalty 5377.219272 = -7496428.668145
  nChanged 3
		SP:Iteration 54Q (8658.300000 sec): 3 clusters
  Score: Raw -7501807.638066 + Penalty 5377.219272 = -7496430.418794
  nChanged 2
		SP:Iteration 55Q (8658.440000 sec): 3 clusters
  Score: Raw -7501810.097307 + Penalty 5377.219272 = -7496432.878035
  nChanged 0
		SP:Iteration 56F (8658.620000 sec): 3 clusters
  Score: Raw -7501810.097307 + Penalty 5377.219272 = -7496432.878035
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8658.650000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8658.650000 sec): 3 clusters
  Score: Raw -76037.979240 + Penalty 3043.240186 = -72994.739054
  nChanged 112
		SP:Iteration 1F (8658.650000 sec): 3 clusters
  Score: Raw -76365.232721 + Penalty 3043.240186 = -73321.992535
  nChanged 47
		SP:Iteration 2F (8658.650000 sec): 3 clusters
  Score: Raw -76519.797325 + Penalty 3043.240186 = -73476.557139
  nChanged 31
		SP:Iteration 3F (8658.660000 sec): 3 clusters
  Score: Raw -76699.297206 + Penalty 3043.240186 = -73656.057020
  nChanged 18
		SP:Iteration 4Q (8658.660000 sec): 3 clusters
  Score: Raw -76848.087164 + Penalty 3043.240186 = -73804.846978
  nChanged 11
		SP:Iteration 5Q (8658.660000 sec): 3 clusters
  Score: Raw -76911.422874 + Penalty 3043.240186 = -73868.182688
  nChanged 2
		SP:Iteration 6Q (8658.660000 sec): 3 clusters
  Score: Raw -76922.325377 + Penalty 3043.240186 = -73879.085191
  nChanged 1
		SP:Iteration 7Q (8658.660000 sec): 3 clusters
  Score: Raw -76923.915824 + Penalty 3043.240186 = -73880.675638
  nChanged 0
		SP:Iteration 8F (8658.660000 sec): 3 clusters
  Score: Raw -76923.915824 + Penalty 3043.240186 = -73880.675638
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8658.660000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8658.660000 sec): 3 clusters
  Score: Raw -68268.770836 + Penalty 3055.958832 = -65212.812004
  nChanged 76
		SP:Iteration 1F (8658.670000 sec): 3 clusters
  Score: Raw -68417.859697 + Penalty 3055.958832 = -65361.900865
  nChanged 17
		SP:Iteration 2Q (8658.670000 sec): 3 clusters
  Score: Raw -68459.917727 + Penalty 3055.958832 = -65403.958896
  nChanged 10
		SP:Iteration 3Q (8658.670000 sec): 3 clusters
  Score: Raw -68486.708473 + Penalty 3055.958832 = -65430.749641
  nChanged 9
		SP:Iteration 4Q (8658.670000 sec): 3 clusters
  Score: Raw -68511.252259 + Penalty 3055.958832 = -65455.293427
  nChanged 7
		SP:Iteration 5Q (8658.670000 sec): 3 clusters
  Score: Raw -68529.152656 + Penalty 3055.958832 = -65473.193825
  nChanged 5
		SP:Iteration 6Q (8658.680000 sec): 3 clusters
  Score: Raw -68546.891647 + Penalty 3055.958832 = -65490.932815
  nChanged 3
		SP:Iteration 7Q (8658.680000 sec): 3 clusters
  Score: Raw -68555.697852 + Penalty 3055.958832 = -65499.739021
  nChanged 4
		SP:Iteration 8Q (8658.680000 sec): 3 clusters
  Score: Raw -68568.920654 + Penalty 3055.958832 = -65512.961822
  nChanged 3
		SP:Iteration 9Q (8658.680000 sec): 3 clusters
  Score: Raw -68576.855528 + Penalty 3055.958832 = -65520.896697
  nChanged 1
		SP:Iteration 10Q (8658.680000 sec): 3 clusters
  Score: Raw -68583.446782 + Penalty 3055.958832 = -65527.487950
  nChanged 1
		SP:Iteration 11Q (8658.680000 sec): 3 clusters
  Score: Raw -68586.523069 + Penalty 3055.958832 = -65530.564238
  nChanged 1
		SP:Iteration 12Q (8658.680000 sec): 3 clusters
  Score: Raw -68587.615747 + Penalty 3055.958832 = -65531.656916
  nChanged 0
		SP:Iteration 13F (8658.690000 sec): 3 clusters
  Score: Raw -68587.615747 + Penalty 3055.958832 = -65531.656916
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (267931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8659.600000 sec): 2 clusters
  Score: Raw -39649162.005962 + Penalty 3099.624221 = -39646062.381741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8660.590000 sec): 3 clusters
  Score: Raw -39472283.643619 + Penalty 6199.248443 = -39466084.395176
  nChanged 129427
		SP:Iteration 1F (8661.580000 sec): 3 clusters
  Score: Raw -39548282.221587 + Penalty 6199.248443 = -39542082.973144
  nChanged 6240
		SP:Iteration 2Q (8662.600000 sec): 3 clusters
  Score: Raw -39549439.930498 + Penalty 6199.248443 = -39543240.682055
  nChanged 7106
		SP:Iteration 3Q (8663.620000 sec): 3 clusters
  Score: Raw -39551142.800925 + Penalty 6199.248443 = -39544943.552482
  nChanged 9040
		SP:Iteration 4Q (8664.630000 sec): 3 clusters
  Score: Raw -39554141.937787 + Penalty 6199.248443 = -39547942.689344
  nChanged 12757
		SP:Iteration 5Q (8665.650000 sec): 3 clusters
  Score: Raw -39560126.937984 + Penalty 6199.248443 = -39553927.689541
  nChanged 18144
		SP:Iteration 6F (8666.640000 sec): 3 clusters
  Score: Raw -39571809.365422 + Penalty 6199.248443 = -39565610.116979
  nChanged 23894
		SP:Iteration 7F (8667.630000 sec): 3 clusters
  Score: Raw -39592056.355370 + Penalty 6199.248443 = -39585857.106928
  nChanged 25532
		SP:Iteration 8F (8668.600000 sec): 3 clusters
  Score: Raw -39617231.414290 + Penalty 6199.248443 = -39611032.165848
  nChanged 18974
		SP:Iteration 9F (8669.580000 sec): 3 clusters
  Score: Raw -39636590.468836 + Penalty 6199.248443 = -39630391.220394
  nChanged 9174
		SP:Iteration 10Q (8670.470000 sec): 3 clusters
  Score: Raw -39645490.946810 + Penalty 6199.248443 = -39639291.698367
  nChanged 3067
		SP:Iteration 11Q (8671.270000 sec): 3 clusters
  Score: Raw -39648302.519193 + Penalty 6199.248443 = -39642103.270750
  nChanged 815
		SP:Iteration 12Q (8672.000000 sec): 3 clusters
  Score: Raw -39649088.101316 + Penalty 6199.248443 = -39642888.852873
  nChanged 194
		SP:Iteration 13Q (8672.700000 sec): 3 clusters
  Score: Raw -39649310.117117 + Penalty 6199.248443 = -39643110.868675
  nChanged 66
		SP:Iteration 14Q (8673.390000 sec): 3 clusters
  Score: Raw -39649393.673988 + Penalty 6199.248443 = -39643194.425545
  nChanged 36
		SP:Iteration 15Q (8674.080000 sec): 3 clusters
  Score: Raw -39649441.189286 + Penalty 6199.248443 = -39643241.940843
  nChanged 12
		SP:Iteration 16Q (8674.770000 sec): 3 clusters
  Score: Raw -39649456.706100 + Penalty 6199.248443 = -39643257.457657
  nChanged 6
		SP:Iteration 17Q (8675.460000 sec): 3 clusters
  Score: Raw -39649463.921557 + Penalty 6199.248443 = -39643264.673114
  nChanged 7
		SP:Iteration 18Q (8676.150000 sec): 3 clusters
  Score: Raw -39649472.962795 + Penalty 6199.248443 = -39643273.714352
  nChanged 6
		SP:Iteration 19Q (8676.840000 sec): 3 clusters
  Score: Raw -39649482.289142 + Penalty 6199.248443 = -39643283.040699
  nChanged 11
		SP:Iteration 20F (8677.800000 sec): 3 clusters
  Score: Raw -39649498.298197 + Penalty 6199.248443 = -39643299.049754
  nChanged 5
		SP:Iteration 21Q (8678.490000 sec): 3 clusters
  Score: Raw -39649504.322648 + Penalty 6199.248443 = -39643305.074206
  nChanged 5
		SP:Iteration 22Q (8679.180000 sec): 3 clusters
  Score: Raw -39649510.487779 + Penalty 6199.248443 = -39643311.239336
  nChanged 7
		SP:Iteration 23Q (8679.870000 sec): 3 clusters
  Score: Raw -39649523.204848 + Penalty 6199.248443 = -39643323.956406
  nChanged 6
		SP:Iteration 24Q (8680.560000 sec): 3 clusters
  Score: Raw -39649534.967002 + Penalty 6199.248443 = -39643335.718559
  nChanged 1
		SP:Iteration 25Q (8681.250000 sec): 3 clusters
  Score: Raw -39649536.490181 + Penalty 6199.248443 = -39643337.241739
  nChanged 0
		SP:Iteration 26F (8682.210000 sec): 3 clusters
  Score: Raw -39649536.490181 + Penalty 6199.248443 = -39643337.241739
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8682.410000 sec): 2 clusters
  Score: Raw -5141379.529753 + Penalty 2585.006092 = -5138794.523661
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8682.540000 sec): 3 clusters
  Score: Raw -5121036.260916 + Penalty 5170.012183 = -5115866.248733
  nChanged 15210
		SP:Iteration 1F (8682.660000 sec): 3 clusters
  Score: Raw -5129242.392378 + Penalty 5170.012183 = -5124072.380195
  nChanged 1544
		SP:Iteration 2Q (8682.790000 sec): 3 clusters
  Score: Raw -5129738.609999 + Penalty 5170.012183 = -5124568.597816
  nChanged 1529
		SP:Iteration 3Q (8682.910000 sec): 3 clusters
  Score: Raw -5130312.807126 + Penalty 5170.012183 = -5125142.794943
  nChanged 1649
		SP:Iteration 4Q (8683.040000 sec): 3 clusters
  Score: Raw -5131069.479767 + Penalty 5170.012183 = -5125899.467584
  nChanged 1943
		SP:Iteration 5F (8683.160000 sec): 3 clusters
  Score: Raw -5132185.663611 + Penalty 5170.012183 = -5127015.651428
  nChanged 2308
		SP:Iteration 6F (8683.290000 sec): 3 clusters
  Score: Raw -5133836.076200 + Penalty 5170.012183 = -5128666.064017
  nChanged 2412
		SP:Iteration 7F (8683.410000 sec): 3 clusters
  Score: Raw -5135843.158846 + Penalty 5170.012183 = -5130673.146663
  nChanged 2209
		SP:Iteration 8F (8683.530000 sec): 3 clusters
  Score: Raw -5137822.805920 + Penalty 5170.012183 = -5132652.793737
  nChanged 1617
		SP:Iteration 9Q (8683.650000 sec): 3 clusters
  Score: Raw -5139279.542612 + Penalty 5170.012183 = -5134109.530429
  nChanged 1072
		SP:Iteration 10Q (8683.770000 sec): 3 clusters
  Score: Raw -5140210.806974 + Penalty 5170.012183 = -5135040.794791
  nChanged 688
		SP:Iteration 11Q (8683.880000 sec): 3 clusters
  Score: Raw -5140694.353092 + Penalty 5170.012183 = -5135524.340909
  nChanged 448
		SP:Iteration 12Q (8683.990000 sec): 3 clusters
  Score: Raw -5140949.681503 + Penalty 5170.012183 = -5135779.669320
  nChanged 312
		SP:Iteration 13Q (8684.080000 sec): 3 clusters
  Score: Raw -5141111.570273 + Penalty 5170.012183 = -5135941.558090
  nChanged 205
		SP:Iteration 14Q (8684.180000 sec): 3 clusters
  Score: Raw -5141215.112527 + Penalty 5170.012183 = -5136045.100344
  nChanged 155
		SP:Iteration 15Q (8684.270000 sec): 3 clusters
  Score: Raw -5141276.324000 + Penalty 5170.012183 = -5136106.311817
  nChanged 111
		SP:Iteration 16Q (8684.370000 sec): 3 clusters
  Score: Raw -5141314.318531 + Penalty 5170.012183 = -5136144.306348
  nChanged 84
		SP:Iteration 17Q (8684.460000 sec): 3 clusters
  Score: Raw -5141340.881698 + Penalty 5170.012183 = -5136170.869515
  nChanged 87
		SP:Iteration 18Q (8684.550000 sec): 3 clusters
  Score: Raw -5141369.674788 + Penalty 5170.012183 = -5136199.662605
  nChanged 71
		SP:Iteration 19Q (8684.640000 sec): 3 clusters
  Score: Raw -5141394.239735 + Penalty 5170.012183 = -5136224.227552
  nChanged 66
		SP:Iteration 20F (8684.760000 sec): 3 clusters
  Score: Raw -5141411.868882 + Penalty 5170.012183 = -5136241.856699
  nChanged 43
		SP:Iteration 21Q (8684.850000 sec): 3 clusters
  Score: Raw -5141424.052706 + Penalty 5170.012183 = -5136254.040523
  nChanged 41
		SP:Iteration 22Q (8684.940000 sec): 3 clusters
  Score: Raw -5141435.484744 + Penalty 5170.012183 = -5136265.472561
  nChanged 45
		SP:Iteration 23Q (8685.030000 sec): 3 clusters
  Score: Raw -5141449.924302 + Penalty 5170.012183 = -5136279.912119
  nChanged 39
		SP:Iteration 24Q (8685.120000 sec): 3 clusters
  Score: Raw -5141459.807337 + Penalty 5170.012183 = -5136289.795154
  nChanged 29
		SP:Iteration 25Q (8685.210000 sec): 3 clusters
  Score: Raw -5141466.209484 + Penalty 5170.012183 = -5136296.197301
  nChanged 22
		SP:Iteration 26Q (8685.310000 sec): 3 clusters
  Score: Raw -5141471.705096 + Penalty 5170.012183 = -5136301.692913
  nChanged 24
		SP:Iteration 27Q (8685.400000 sec): 3 clusters
  Score: Raw -5141478.072028 + Penalty 5170.012183 = -5136308.059845
  nChanged 39
		SP:Iteration 28Q (8685.490000 sec): 3 clusters
  Score: Raw -5141489.684526 + Penalty 5170.012183 = -5136319.672343
  nChanged 38
		SP:Iteration 29Q (8685.580000 sec): 3 clusters
  Score: Raw -5141501.205507 + Penalty 5170.012183 = -5136331.193324
  nChanged 36
		SP:Iteration 30Q (8685.670000 sec): 3 clusters
  Score: Raw -5141512.261174 + Penalty 5170.012183 = -5136342.248991
  nChanged 33
		SP:Iteration 31Q (8685.760000 sec): 3 clusters
  Score: Raw -5141521.729062 + Penalty 5170.012183 = -5136351.716879
  nChanged 35
		SP:Iteration 32Q (8685.850000 sec): 3 clusters
  Score: Raw -5141532.579040 + Penalty 5170.012183 = -5136362.566857
  nChanged 33
		SP:Iteration 33Q (8685.950000 sec): 3 clusters
  Score: Raw -5141541.883257 + Penalty 5170.012183 = -5136371.871074
  nChanged 34
		SP:Iteration 34Q (8686.030000 sec): 3 clusters
  Score: Raw -5141552.485160 + Penalty 5170.012183 = -5136382.472977
  nChanged 33
		SP:Iteration 35Q (8686.130000 sec): 3 clusters
  Score: Raw -5141563.341477 + Penalty 5170.012183 = -5136393.329294
  nChanged 33
		SP:Iteration 36Q (8686.220000 sec): 3 clusters
  Score: Raw -5141572.485714 + Penalty 5170.012183 = -5136402.473531
  nChanged 18
		SP:Iteration 37Q (8686.310000 sec): 3 clusters
  Score: Raw -5141578.316843 + Penalty 5170.012183 = -5136408.304660
  nChanged 22
		SP:Iteration 38Q (8686.400000 sec): 3 clusters
  Score: Raw -5141586.520740 + Penalty 5170.012183 = -5136416.508557
  nChanged 16
		SP:Iteration 39Q (8686.490000 sec): 3 clusters
  Score: Raw -5141591.780934 + Penalty 5170.012183 = -5136421.768751
  nChanged 14
		SP:Iteration 40F (8686.610000 sec): 3 clusters
  Score: Raw -5141595.208614 + Penalty 5170.012183 = -5136425.196431
  nChanged 12
		SP:Iteration 41Q (8686.700000 sec): 3 clusters
  Score: Raw -5141597.720155 + Penalty 5170.012183 = -5136427.707972
  nChanged 8
		SP:Iteration 42Q (8686.790000 sec): 3 clusters
  Score: Raw -5141599.630526 + Penalty 5170.012183 = -5136429.618343
  nChanged 10
		SP:Iteration 43Q (8686.870000 sec): 3 clusters
  Score: Raw -5141601.448971 + Penalty 5170.012183 = -5136431.436788
  nChanged 2
		SP:Iteration 44Q (8686.960000 sec): 3 clusters
  Score: Raw -5141602.043237 + Penalty 5170.012183 = -5136432.031054
  nChanged 5
		SP:Iteration 45Q (8687.050000 sec): 3 clusters
  Score: Raw -5141603.333569 + Penalty 5170.012183 = -5136433.321386
  nChanged 4
		SP:Iteration 46Q (8687.140000 sec): 3 clusters
  Score: Raw -5141604.886500 + Penalty 5170.012183 = -5136434.874317
  nChanged 6
		SP:Iteration 47Q (8687.230000 sec): 3 clusters
  Score: Raw -5141606.380369 + Penalty 5170.012183 = -5136436.368186
  nChanged 1
		SP:Iteration 48Q (8687.320000 sec): 3 clusters
  Score: Raw -5141606.675605 + Penalty 5170.012183 = -5136436.663422
  nChanged 2
		SP:Iteration 49Q (8687.410000 sec): 3 clusters
  Score: Raw -5141607.235511 + Penalty 5170.012183 = -5136437.223328
  nChanged 5
		SP:Iteration 50Q (8687.490000 sec): 3 clusters
  Score: Raw -5141608.990419 + Penalty 5170.012183 = -5136438.978236
  nChanged 4
		SP:Iteration 51Q (8687.590000 sec): 3 clusters
  Score: Raw -5141609.806251 + Penalty 5170.012183 = -5136439.794068
  nChanged 3
		SP:Iteration 52Q (8687.680000 sec): 3 clusters
  Score: Raw -5141610.305652 + Penalty 5170.012183 = -5136440.293469
  nChanged 2
		SP:Iteration 53Q (8687.770000 sec): 3 clusters
  Score: Raw -5141611.654737 + Penalty 5170.012183 = -5136441.642554
  nChanged 3
		SP:Iteration 54Q (8687.860000 sec): 3 clusters
  Score: Raw -5141612.334964 + Penalty 5170.012183 = -5136442.322781
  nChanged 4
		SP:Iteration 55Q (8687.950000 sec): 3 clusters
  Score: Raw -5141613.005098 + Penalty 5170.012183 = -5136442.992914
  nChanged 3
		SP:Iteration 56Q (8688.040000 sec): 3 clusters
  Score: Raw -5141613.443758 + Penalty 5170.012183 = -5136443.431575
  nChanged 2
		SP:Iteration 57Q (8688.130000 sec): 3 clusters
  Score: Raw -5141613.894278 + Penalty 5170.012183 = -5136443.882095
  nChanged 4
		SP:Iteration 58Q (8688.220000 sec): 3 clusters
  Score: Raw -5141614.542116 + Penalty 5170.012183 = -5136444.529933
  nChanged 1
		SP:Iteration 59Q (8688.310000 sec): 3 clusters
  Score: Raw -5141614.680734 + Penalty 5170.012183 = -5136444.668551
  nChanged 0
		SP:Iteration 60F (8688.430000 sec): 3 clusters
  Score: Raw -5141614.680734 + Penalty 5170.012183 = -5136444.668551
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.450000 sec): 2 clusters
  Score: Raw -141751.663836 + Penalty 1732.668482 = -140018.995354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.460000 sec): 3 clusters
  Score: Raw -141509.898211 + Penalty 3465.336964 = -138044.561247
  nChanged 278
		SP:Iteration 1F (8688.460000 sec): 3 clusters
  Score: Raw -141857.898718 + Penalty 3465.336964 = -138392.561754
  nChanged 75
		SP:Iteration 2F (8688.470000 sec): 3 clusters
  Score: Raw -141954.145804 + Penalty 3465.336964 = -138488.808840
  nChanged 40
		SP:Iteration 3Q (8688.470000 sec): 3 clusters
  Score: Raw -142003.226436 + Penalty 3465.336964 = -138537.889472
  nChanged 25
		SP:Iteration 4Q (8688.470000 sec): 3 clusters
  Score: Raw -142036.262862 + Penalty 3465.336964 = -138570.925898
  nChanged 17
		SP:Iteration 5Q (8688.480000 sec): 3 clusters
  Score: Raw -142062.788018 + Penalty 3465.336964 = -138597.451054
  nChanged 18
		SP:Iteration 6Q (8688.480000 sec): 3 clusters
  Score: Raw -142096.004325 + Penalty 3465.336964 = -138630.667361
  nChanged 12
		SP:Iteration 7Q (8688.490000 sec): 3 clusters
  Score: Raw -142115.546916 + Penalty 3465.336964 = -138650.209952
  nChanged 10
		SP:Iteration 8Q (8688.490000 sec): 3 clusters
  Score: Raw -142127.816737 + Penalty 3465.336964 = -138662.479773
  nChanged 8
		SP:Iteration 9Q (8688.490000 sec): 3 clusters
  Score: Raw -142136.965374 + Penalty 3465.336964 = -138671.628410
  nChanged 3
		SP:Iteration 10Q (8688.500000 sec): 3 clusters
  Score: Raw -142141.444131 + Penalty 3465.336964 = -138676.107167
  nChanged 4
		SP:Iteration 11Q (8688.500000 sec): 3 clusters
  Score: Raw -142148.741255 + Penalty 3465.336964 = -138683.404291
  nChanged 4
		SP:Iteration 12Q (8688.500000 sec): 3 clusters
  Score: Raw -142155.241639 + Penalty 3465.336964 = -138689.904676
  nChanged 5
		SP:Iteration 13Q (8688.510000 sec): 3 clusters
  Score: Raw -142160.927360 + Penalty 3465.336964 = -138695.590396
  nChanged 1
		SP:Iteration 14Q (8688.510000 sec): 3 clusters
  Score: Raw -142162.655648 + Penalty 3465.336964 = -138697.318684
  nChanged 1
		SP:Iteration 15Q (8688.510000 sec): 3 clusters
  Score: Raw -142163.585459 + Penalty 3465.336964 = -138698.248495
  nChanged 0
		SP:Iteration 16F (8688.520000 sec): 3 clusters
  Score: Raw -142163.585459 + Penalty 3465.336964 = -138698.248495
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.520000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.520000 sec): 3 clusters
  Score: Raw -31496.399068 + Penalty 2705.839273 = -28790.559795
  nChanged 11
		SP:Iteration 1Q (8688.520000 sec): 3 clusters
  Score: Raw -31541.004249 + Penalty 2705.839273 = -28835.164976
  nChanged 2
		SP:Iteration 2Q (8688.520000 sec): 3 clusters
  Score: Raw -31553.164974 + Penalty 2705.839273 = -28847.325701
  nChanged 3
		SP:Iteration 3Q (8688.530000 sec): 3 clusters
  Score: Raw -31574.534602 + Penalty 2705.839273 = -28868.695329
  nChanged 1
		SP:Iteration 4Q (8688.530000 sec): 3 clusters
  Score: Raw -31576.621387 + Penalty 2705.839273 = -28870.782113
  nChanged 3
		SP:Iteration 5Q (8688.530000 sec): 3 clusters
  Score: Raw -31590.926217 + Penalty 2705.839273 = -28885.086944
  nChanged 1
		SP:Iteration 6Q (8688.530000 sec): 3 clusters
  Score: Raw -31596.035173 + Penalty 2705.839273 = -28890.195900
  nChanged 0
		SP:Iteration 7F (8688.530000 sec): 3 clusters
  Score: Raw -31596.035173 + Penalty 2705.839273 = -28890.195900
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.530000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.530000 sec): 3 clusters
  Score: Raw -77792.552549 + Penalty 3172.049753 = -74620.502796
  nChanged 136
		SP:Iteration 1F (8688.530000 sec): 3 clusters
  Score: Raw -78092.814941 + Penalty 3172.049753 = -74920.765189
  nChanged 39
		SP:Iteration 2F (8688.540000 sec): 3 clusters
  Score: Raw -78288.207756 + Penalty 3172.049753 = -75116.158003
  nChanged 49
		SP:Iteration 3F (8688.540000 sec): 3 clusters
  Score: Raw -78521.380978 + Penalty 3172.049753 = -75349.331226
  nChanged 40
		SP:Iteration 4F (8688.540000 sec): 3 clusters
  Score: Raw -78674.075221 + Penalty 3172.049753 = -75502.025468
  nChanged 30
		SP:Iteration 5F (8688.540000 sec): 3 clusters
  Score: Raw -78763.423867 + Penalty 3172.049753 = -75591.374114
  nChanged 12
		SP:Iteration 6Q (8688.550000 sec): 3 clusters
  Score: Raw -78817.893088 + Penalty 3172.049753 = -75645.843336
  nChanged 15
		SP:Iteration 7Q (8688.550000 sec): 3 clusters
  Score: Raw -78854.154970 + Penalty 3172.049753 = -75682.105217
  nChanged 8
		SP:Iteration 8Q (8688.550000 sec): 3 clusters
  Score: Raw -78883.235889 + Penalty 3172.049753 = -75711.186136
  nChanged 2
		SP:Iteration 9Q (8688.550000 sec): 3 clusters
  Score: Raw -78887.302971 + Penalty 3172.049753 = -75715.253218
  nChanged 1
		SP:Iteration 10Q (8688.550000 sec): 3 clusters
  Score: Raw -78888.695439 + Penalty 3172.049753 = -75716.645686
  nChanged 1
		SP:Iteration 11Q (8688.550000 sec): 3 clusters
  Score: Raw -78890.231293 + Penalty 3172.049753 = -75718.181541
  nChanged 0
		SP:Iteration 12F (8688.560000 sec): 3 clusters
  Score: Raw -78890.231293 + Penalty 3172.049753 = -75718.181541
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.560000 sec): 2 clusters
  Score: Raw -24575.550785 + Penalty 1363.297720 = -23212.253065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.560000 sec): 3 clusters
  Score: Raw -24893.867128 + Penalty 2726.595440 = -22167.271688
  nChanged 49
		SP:Iteration 1F (8688.560000 sec): 3 clusters
  Score: Raw -25230.513301 + Penalty 2726.595440 = -22503.917861
  nChanged 17
		SP:Iteration 2F (8688.560000 sec): 3 clusters
  Score: Raw -25405.014333 + Penalty 2726.595440 = -22678.418893
  nChanged 7
		SP:Iteration 3Q (8688.560000 sec): 3 clusters
  Score: Raw -25430.894765 + Penalty 2726.595440 = -22704.299325
  nChanged 2
		SP:Iteration 4Q (8688.560000 sec): 3 clusters
  Score: Raw -25442.408073 + Penalty 2726.595440 = -22715.812633
  nChanged 4
		SP:Iteration 5Q (8688.570000 sec): 3 clusters
  Score: Raw -25477.403929 + Penalty 2726.595440 = -22750.808490
  nChanged 3
		SP:Iteration 6Q (8688.570000 sec): 3 clusters
  Score: Raw -25533.499647 + Penalty 2726.595440 = -22806.904208
  nChanged 3
		SP:Iteration 7Q (8688.570000 sec): 3 clusters
  Score: Raw -25578.362148 + Penalty 2726.595440 = -22851.766708
  nChanged 3
		SP:Iteration 8Q (8688.570000 sec): 3 clusters
  Score: Raw -25638.705467 + Penalty 2726.595440 = -22912.110027
  nChanged 1
		SP:Iteration 9Q (8688.570000 sec): 3 clusters
  Score: Raw -25663.041401 + Penalty 2726.595440 = -22936.445962
  nChanged 0
		SP:Iteration 10F (8688.570000 sec): 3 clusters
  Score: Raw -25663.041401 + Penalty 2726.595440 = -22936.445962
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.570000 sec): 2 clusters
  Score: Raw -33339.247056 + Penalty 1391.149005 = -31948.098051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.570000 sec): 3 clusters
  Score: Raw -33535.390973 + Penalty 2782.298010 = -30753.092963
  nChanged 37
		SP:Iteration 1F (8688.570000 sec): 3 clusters
  Score: Raw -33691.506394 + Penalty 2782.298010 = -30909.208384
  nChanged 9
		SP:Iteration 2Q (8688.570000 sec): 3 clusters
  Score: Raw -33736.279139 + Penalty 2782.298010 = -30953.981129
  nChanged 7
		SP:Iteration 3Q (8688.570000 sec): 3 clusters
  Score: Raw -33759.061784 + Penalty 2782.298010 = -30976.763773
  nChanged 6
		SP:Iteration 4Q (8688.570000 sec): 3 clusters
  Score: Raw -33791.298611 + Penalty 2782.298010 = -31009.000601
  nChanged 3
		SP:Iteration 5Q (8688.580000 sec): 3 clusters
  Score: Raw -33804.857814 + Penalty 2782.298010 = -31022.559803
  nChanged 3
		SP:Iteration 6Q (8688.580000 sec): 3 clusters
  Score: Raw -33829.099616 + Penalty 2782.298010 = -31046.801606
  nChanged 2
		SP:Iteration 7Q (8688.580000 sec): 3 clusters
  Score: Raw -33836.512054 + Penalty 2782.298010 = -31054.214043
  nChanged 2
		SP:Iteration 8Q (8688.580000 sec): 3 clusters
  Score: Raw -33873.229731 + Penalty 2782.298010 = -31090.931721
  nChanged 4
		SP:Iteration 9Q (8688.580000 sec): 3 clusters
  Score: Raw -33969.285015 + Penalty 2782.298010 = -31186.987004
  nChanged 5
		SP:Iteration 10Q (8688.580000 sec): 3 clusters
  Score: Raw -34032.557931 + Penalty 2782.298010 = -31250.259921
  nChanged 3
		SP:Iteration 11Q (8688.580000 sec): 3 clusters
  Score: Raw -34066.830968 + Penalty 2782.298010 = -31284.532958
  nChanged 5
		SP:Iteration 12Q (8688.580000 sec): 3 clusters
  Score: Raw -34139.889289 + Penalty 2782.298010 = -31357.591278
  nChanged 3
		SP:Iteration 13Q (8688.580000 sec): 3 clusters
  Score: Raw -34167.438407 + Penalty 2782.298010 = -31385.140397
  nChanged 2
		SP:Iteration 14Q (8688.580000 sec): 3 clusters
  Score: Raw -34173.743705 + Penalty 2782.298010 = -31391.445695
  nChanged 1
		SP:Iteration 15Q (8688.590000 sec): 3 clusters
  Score: Raw -34177.682973 + Penalty 2782.298010 = -31395.384962
  nChanged 1
		SP:Iteration 16Q (8688.590000 sec): 3 clusters
  Score: Raw -34184.311353 + Penalty 2782.298010 = -31402.013343
  nChanged 1
		SP:Iteration 17Q (8688.590000 sec): 3 clusters
  Score: Raw -34185.866831 + Penalty 2782.298010 = -31403.568821
  nChanged 0
		SP:Iteration 18F (8688.590000 sec): 3 clusters
  Score: Raw -34185.866831 + Penalty 2782.298010 = -31403.568821
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (220 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.590000 sec): 2 clusters
  Score: Raw -29705.057368 + Penalty 1337.619631 = -28367.437737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.590000 sec): 3 clusters
  Score: Raw -29932.368004 + Penalty 2675.239263 = -27257.128741
  nChanged 17
		SP:Iteration 1F (8688.590000 sec): 3 clusters
  Score: Raw -30026.377147 + Penalty 2675.239263 = -27351.137884
  nChanged 4
		SP:Iteration 2Q (8688.590000 sec): 3 clusters
  Score: Raw -30053.559226 + Penalty 2675.239263 = -27378.319963
  nChanged 1
		SP:Iteration 3Q (8688.590000 sec): 3 clusters
  Score: Raw -30063.364910 + Penalty 2675.239263 = -27388.125647
  nChanged 2
		SP:Iteration 4Q (8688.590000 sec): 3 clusters
  Score: Raw -30073.409625 + Penalty 2675.239263 = -27398.170362
  nChanged 0
		SP:Iteration 5F (8688.590000 sec): 3 clusters
  Score: Raw -30073.409625 + Penalty 2675.239263 = -27398.170362
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.600000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.600000 sec): 3 clusters
  Score: Raw -55040.679547 + Penalty 2975.472535 = -52065.207012
  nChanged 61
		SP:Iteration 1F (8688.600000 sec): 3 clusters
  Score: Raw -55161.695681 + Penalty 2975.472535 = -52186.223146
  nChanged 15
		SP:Iteration 2Q (8688.600000 sec): 3 clusters
  Score: Raw -55198.318179 + Penalty 2975.472535 = -52222.845644
  nChanged 7
		SP:Iteration 3Q (8688.600000 sec): 3 clusters
  Score: Raw -55223.021844 + Penalty 2975.472535 = -52247.549310
  nChanged 7
		SP:Iteration 4Q (8688.610000 sec): 3 clusters
  Score: Raw -55248.385260 + Penalty 2975.472535 = -52272.912726
  nChanged 6
		SP:Iteration 5Q (8688.610000 sec): 3 clusters
  Score: Raw -55261.618471 + Penalty 2975.472535 = -52286.145936
  nChanged 3
		SP:Iteration 6Q (8688.610000 sec): 3 clusters
  Score: Raw -55266.838398 + Penalty 2975.472535 = -52291.365863
  nChanged 3
		SP:Iteration 7Q (8688.610000 sec): 3 clusters
  Score: Raw -55274.956583 + Penalty 2975.472535 = -52299.484048
  nChanged 1
		SP:Iteration 8Q (8688.610000 sec): 3 clusters
  Score: Raw -55278.881949 + Penalty 2975.472535 = -52303.409414
  nChanged 2
		SP:Iteration 9Q (8688.610000 sec): 3 clusters
  Score: Raw -55281.860580 + Penalty 2975.472535 = -52306.388045
  nChanged 0
		SP:Iteration 10F (8688.610000 sec): 3 clusters
  Score: Raw -55281.860580 + Penalty 2975.472535 = -52306.388045
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.610000 sec): 2 clusters
  Score: Raw -17577.559976 + Penalty 1308.972435 = -16268.587541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.620000 sec): 3 clusters
  Score: Raw -18065.067645 + Penalty 2617.944871 = -15447.122774
  nChanged 33
		SP:Iteration 1F (8688.620000 sec): 3 clusters
  Score: Raw -18251.966830 + Penalty 2617.944871 = -15634.021959
  nChanged 14
		SP:Iteration 2F (8688.620000 sec): 3 clusters
  Score: Raw -18330.947827 + Penalty 2617.944871 = -15713.002956
  nChanged 8
		SP:Iteration 3Q (8688.620000 sec): 3 clusters
  Score: Raw -18386.120671 + Penalty 2617.944871 = -15768.175800
  nChanged 8
		SP:Iteration 4Q (8688.620000 sec): 3 clusters
  Score: Raw -18469.409973 + Penalty 2617.944871 = -15851.465102
  nChanged 6
		SP:Iteration 5Q (8688.620000 sec): 3 clusters
  Score: Raw -18509.832764 + Penalty 2617.944871 = -15891.887893
  nChanged 0
		SP:Iteration 6F (8688.620000 sec): 3 clusters
  Score: Raw -18509.832764 + Penalty 2617.944871 = -15891.887893
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.620000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.620000 sec): 3 clusters
  Score: Raw -29565.730316 + Penalty 2686.385799 = -26879.344517
  nChanged 23
		SP:Iteration 1F (8688.630000 sec): 3 clusters
  Score: Raw -29672.656433 + Penalty 2686.385799 = -26986.270633
  nChanged 4
		SP:Iteration 2Q (8688.630000 sec): 3 clusters
  Score: Raw -29699.067070 + Penalty 2686.385799 = -27012.681271
  nChanged 1
		SP:Iteration 3Q (8688.630000 sec): 3 clusters
  Score: Raw -29701.277765 + Penalty 2686.385799 = -27014.891965
  nChanged 0
		SP:Iteration 4F (8688.630000 sec): 3 clusters
  Score: Raw -29701.277765 + Penalty 2686.385799 = -27014.891965
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.630000 sec): 2 clusters
  Score: Raw -46074.767155 + Penalty 1447.033063 = -44627.734092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.630000 sec): 3 clusters
  Score: Raw -46262.080040 + Penalty 2894.066126 = -43368.013915
  nChanged 56
		SP:Iteration 1F (8688.630000 sec): 3 clusters
  Score: Raw -46422.216169 + Penalty 2894.066126 = -43528.150043
  nChanged 21
		SP:Iteration 2F (8688.630000 sec): 3 clusters
  Score: Raw -46486.389777 + Penalty 2894.066126 = -43592.323651
  nChanged 9
		SP:Iteration 3Q (8688.630000 sec): 3 clusters
  Score: Raw -46515.635809 + Penalty 2894.066126 = -43621.569683
  nChanged 4
		SP:Iteration 4Q (8688.640000 sec): 3 clusters
  Score: Raw -46529.994153 + Penalty 2894.066126 = -43635.928027
  nChanged 3
		SP:Iteration 5Q (8688.640000 sec): 3 clusters
  Score: Raw -46541.725407 + Penalty 2894.066126 = -43647.659281
  nChanged 1
		SP:Iteration 6Q (8688.640000 sec): 3 clusters
  Score: Raw -46546.037854 + Penalty 2894.066126 = -43651.971728
  nChanged 1
		SP:Iteration 7Q (8688.640000 sec): 3 clusters
  Score: Raw -46548.213632 + Penalty 2894.066126 = -43654.147506
  nChanged 2
		SP:Iteration 8Q (8688.640000 sec): 3 clusters
  Score: Raw -46558.522561 + Penalty 2894.066126 = -43664.456435
  nChanged 2
		SP:Iteration 9Q (8688.640000 sec): 3 clusters
  Score: Raw -46565.486589 + Penalty 2894.066126 = -43671.420464
  nChanged 0
		SP:Iteration 10F (8688.640000 sec): 3 clusters
  Score: Raw -46565.486589 + Penalty 2894.066126 = -43671.420464
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.650000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.650000 sec): 3 clusters
  Score: Raw -55263.820755 + Penalty 3005.325105 = -52258.495650
  nChanged 74
		SP:Iteration 1F (8688.650000 sec): 3 clusters
  Score: Raw -55476.583553 + Penalty 3005.325105 = -52471.258448
  nChanged 27
		SP:Iteration 2F (8688.650000 sec): 3 clusters
  Score: Raw -55593.604602 + Penalty 3005.325105 = -52588.279497
  nChanged 8
		SP:Iteration 3Q (8688.650000 sec): 3 clusters
  Score: Raw -55609.197847 + Penalty 3005.325105 = -52603.872742
  nChanged 3
		SP:Iteration 4Q (8688.650000 sec): 3 clusters
  Score: Raw -55616.651585 + Penalty 3005.325105 = -52611.326480
  nChanged 5
		SP:Iteration 5Q (8688.650000 sec): 3 clusters
  Score: Raw -55624.985826 + Penalty 3005.325105 = -52619.660721
  nChanged 2
		SP:Iteration 6Q (8688.660000 sec): 3 clusters
  Score: Raw -55639.621825 + Penalty 3005.325105 = -52634.296720
  nChanged 3
		SP:Iteration 7Q (8688.660000 sec): 3 clusters
  Score: Raw -55649.269711 + Penalty 3005.325105 = -52643.944606
  nChanged 2
		SP:Iteration 8Q (8688.660000 sec): 3 clusters
  Score: Raw -55652.668274 + Penalty 3005.325105 = -52647.343169
  nChanged 2
		SP:Iteration 9Q (8688.660000 sec): 3 clusters
  Score: Raw -55655.579099 + Penalty 3005.325105 = -52650.253994
  nChanged 2
		SP:Iteration 10Q (8688.660000 sec): 3 clusters
  Score: Raw -55660.061740 + Penalty 3005.325105 = -52654.736635
  nChanged 0
		SP:Iteration 11F (8688.660000 sec): 3 clusters
  Score: Raw -55660.061740 + Penalty 3005.325105 = -52654.736635
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 39 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.670000 sec): 2 clusters
  Score: Raw -22896.629861 + Penalty 1287.853299 = -21608.776562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.670000 sec): 3 clusters
  Score: Raw -23279.357974 + Penalty 2575.706598 = -20703.651376
  nChanged 14
		SP:Iteration 1F (8688.670000 sec): 3 clusters
  Score: Raw -23361.713792 + Penalty 2575.706598 = -20786.007194
  nChanged 4
		SP:Iteration 2Q (8688.670000 sec): 3 clusters
  Score: Raw -23381.986022 + Penalty 2575.706598 = -20806.279424
  nChanged 5
		SP:Iteration 3Q (8688.670000 sec): 3 clusters
  Score: Raw -23403.551646 + Penalty 2575.706598 = -20827.845048
  nChanged 2
		SP:Iteration 4Q (8688.670000 sec): 3 clusters
  Score: Raw -23418.329386 + Penalty 2575.706598 = -20842.622788
  nChanged 1
		SP:Iteration 5Q (8688.670000 sec): 3 clusters
  Score: Raw -23424.808128 + Penalty 2575.706598 = -20849.101530
  nChanged 2
		SP:Iteration 6Q (8688.670000 sec): 3 clusters
  Score: Raw -23433.516937 + Penalty 2575.706598 = -20857.810339
  nChanged 0
		SP:Iteration 7F (8688.670000 sec): 3 clusters
  Score: Raw -23433.516937 + Penalty 2575.706598 = -20857.810339
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.670000 sec): 2 clusters
  Score: Raw -68690.960353 + Penalty 1547.104507 = -67143.855846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.680000 sec): 3 clusters
  Score: Raw -68739.252975 + Penalty 3094.209014 = -65645.043961
  nChanged 93
		SP:Iteration 1F (8688.680000 sec): 3 clusters
  Score: Raw -68941.393265 + Penalty 3094.209014 = -65847.184251
  nChanged 24
		SP:Iteration 2Q (8688.680000 sec): 3 clusters
  Score: Raw -68987.094214 + Penalty 3094.209014 = -65892.885200
  nChanged 9
		SP:Iteration 3Q (8688.680000 sec): 3 clusters
  Score: Raw -69015.491236 + Penalty 3094.209014 = -65921.282222
  nChanged 4
		SP:Iteration 4Q (8688.680000 sec): 3 clusters
  Score: Raw -69023.494317 + Penalty 3094.209014 = -65929.285303
  nChanged 2
		SP:Iteration 5Q (8688.690000 sec): 3 clusters
  Score: Raw -69026.021264 + Penalty 3094.209014 = -65931.812250
  nChanged 2
		SP:Iteration 6Q (8688.690000 sec): 3 clusters
  Score: Raw -69034.808020 + Penalty 3094.209014 = -65940.599006
  nChanged 2
		SP:Iteration 7Q (8688.690000 sec): 3 clusters
  Score: Raw -69037.390508 + Penalty 3094.209014 = -65943.181494
  nChanged 2
		SP:Iteration 8Q (8688.690000 sec): 3 clusters
  Score: Raw -69040.292960 + Penalty 3094.209014 = -65946.083946
  nChanged 0
		SP:Iteration 9F (8688.690000 sec): 3 clusters
  Score: Raw -69040.292960 + Penalty 3094.209014 = -65946.083946
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.690000 sec): 2 clusters
  Score: Raw -17477.088865 + Penalty 1346.477716 = -16130.611149
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.690000 sec): 3 clusters
  Score: Raw -17832.583873 + Penalty 2692.955432 = -15139.628441
  nChanged 41
		SP:Iteration 1F (8688.690000 sec): 3 clusters
  Score: Raw -18126.614745 + Penalty 2692.955432 = -15433.659313
  nChanged 23
		SP:Iteration 2F (8688.700000 sec): 3 clusters
  Score: Raw -18293.509636 + Penalty 2692.955432 = -15600.554204
  nChanged 12
		SP:Iteration 3F (8688.700000 sec): 3 clusters
  Score: Raw -18392.618504 + Penalty 2692.955432 = -15699.663072
  nChanged 6
		SP:Iteration 4Q (8688.700000 sec): 3 clusters
  Score: Raw -18423.538615 + Penalty 2692.955432 = -15730.583183
  nChanged 3
		SP:Iteration 5Q (8688.700000 sec): 3 clusters
  Score: Raw -18472.812382 + Penalty 2692.955432 = -15779.856950
  nChanged 0
		SP:Iteration 6F (8688.700000 sec): 3 clusters
  Score: Raw -18472.812382 + Penalty 2692.955432 = -15779.856950
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 42 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.700000 sec): 2 clusters
  Score: Raw -25518.930557 + Penalty 1352.919637 = -24166.010921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.700000 sec): 3 clusters
  Score: Raw -25739.713218 + Penalty 2705.839273 = -23033.873944
  nChanged 24
		SP:Iteration 1F (8688.710000 sec): 3 clusters
  Score: Raw -25846.315612 + Penalty 2705.839273 = -23140.476338
  nChanged 9
		SP:Iteration 2Q (8688.710000 sec): 3 clusters
  Score: Raw -25897.706873 + Penalty 2705.839273 = -23191.867600
  nChanged 8
		SP:Iteration 3Q (8688.710000 sec): 3 clusters
  Score: Raw -25983.713106 + Penalty 2705.839273 = -23277.873833
  nChanged 7
		SP:Iteration 4Q (8688.710000 sec): 3 clusters
  Score: Raw -26019.680611 + Penalty 2705.839273 = -23313.841337
  nChanged 5
		SP:Iteration 5Q (8688.710000 sec): 3 clusters
  Score: Raw -26044.134490 + Penalty 2705.839273 = -23338.295217
  nChanged 3
		SP:Iteration 6Q (8688.710000 sec): 3 clusters
  Score: Raw -26061.027115 + Penalty 2705.839273 = -23355.187842
  nChanged 6
		SP:Iteration 7Q (8688.710000 sec): 3 clusters
  Score: Raw -26113.420523 + Penalty 2705.839273 = -23407.581250
  nChanged 1
		SP:Iteration 8Q (8688.710000 sec): 3 clusters
  Score: Raw -26117.239715 + Penalty 2705.839273 = -23411.400441
  nChanged 2
		SP:Iteration 9Q (8688.710000 sec): 3 clusters
  Score: Raw -26136.049368 + Penalty 2705.839273 = -23430.210094
  nChanged 0
		SP:Iteration 10F (8688.710000 sec): 3 clusters
  Score: Raw -26136.049368 + Penalty 2705.839273 = -23430.210094
  nChanged 0
Iteration 339F (8730.580000 sec): 42 clusters
  Score: Raw -117677413.090371 + Penalty 138362.130809 = -117539050.959562
  nChanged 1
Iteration 340F (8772.420000 sec): 42 clusters
  Score: Raw -117677432.554899 + Penalty 138362.130809 = -117539070.424090
  nChanged 0
Writing temp clu file 
Because OldScore, -117539050.959562, is greater than current (better) Score,-117539070.424090 
 Compute initial score before splitting:   Score: Raw -117677432.554899 + Penalty 138362.130809 = -117539070.424090
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8772.570000 sec): 2 clusters
  Score: Raw -1048183.648990 + Penalty 2200.863096 = -1045982.785895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8772.600000 sec): 3 clusters
  Score: Raw -1044477.822123 + Penalty 4401.726192 = -1040076.095932
  nChanged 2872
		SP:Iteration 1F (8772.630000 sec): 3 clusters
  Score: Raw -1046052.953288 + Penalty 4401.726192 = -1041651.227097
  nChanged 497
		SP:Iteration 2F (8772.650000 sec): 3 clusters
  Score: Raw -1046308.184506 + Penalty 4401.726192 = -1041906.458315
  nChanged 361
		SP:Iteration 3F (8772.680000 sec): 3 clusters
  Score: Raw -1046489.625870 + Penalty 4401.726192 = -1042087.899678
  nChanged 293
		SP:Iteration 4Q (8772.700000 sec): 3 clusters
  Score: Raw -1046622.199858 + Penalty 4401.726192 = -1042220.473667
  nChanged 245
		SP:Iteration 5Q (8772.730000 sec): 3 clusters
  Score: Raw -1046722.897186 + Penalty 4401.726192 = -1042321.170994
  nChanged 174
		SP:Iteration 6Q (8772.750000 sec): 3 clusters
  Score: Raw -1046792.071113 + Penalty 4401.726192 = -1042390.344921
  nChanged 148
		SP:Iteration 7Q (8772.780000 sec): 3 clusters
  Score: Raw -1046861.730534 + Penalty 4401.726192 = -1042460.004342
  nChanged 166
		SP:Iteration 8Q (8772.800000 sec): 3 clusters
  Score: Raw -1046941.047179 + Penalty 4401.726192 = -1042539.320988
  nChanged 161
		SP:Iteration 9Q (8772.830000 sec): 3 clusters
  Score: Raw -1047018.091709 + Penalty 4401.726192 = -1042616.365517
  nChanged 152
		SP:Iteration 10Q (8772.850000 sec): 3 clusters
  Score: Raw -1047083.556234 + Penalty 4401.726192 = -1042681.830042
  nChanged 125
		SP:Iteration 11Q (8772.880000 sec): 3 clusters
  Score: Raw -1047139.271054 + Penalty 4401.726192 = -1042737.544862
  nChanged 109
		SP:Iteration 12Q (8772.900000 sec): 3 clusters
  Score: Raw -1047183.438183 + Penalty 4401.726192 = -1042781.711991
  nChanged 107
		SP:Iteration 13Q (8772.930000 sec): 3 clusters
  Score: Raw -1047231.434377 + Penalty 4401.726192 = -1042829.708186
  nChanged 113
		SP:Iteration 14Q (8772.950000 sec): 3 clusters
  Score: Raw -1047278.182593 + Penalty 4401.726192 = -1042876.456401
  nChanged 110
		SP:Iteration 15Q (8772.980000 sec): 3 clusters
  Score: Raw -1047328.695269 + Penalty 4401.726192 = -1042926.969077
  nChanged 128
		SP:Iteration 16Q (8773.000000 sec): 3 clusters
  Score: Raw -1047387.973653 + Penalty 4401.726192 = -1042986.247461
  nChanged 119
		SP:Iteration 17Q (8773.020000 sec): 3 clusters
  Score: Raw -1047446.800970 + Penalty 4401.726192 = -1043045.074778
  nChanged 138
		SP:Iteration 18Q (8773.050000 sec): 3 clusters
  Score: Raw -1047511.630780 + Penalty 4401.726192 = -1043109.904588
  nChanged 130
		SP:Iteration 19Q (8773.070000 sec): 3 clusters
  Score: Raw -1047573.174756 + Penalty 4401.726192 = -1043171.448565
  nChanged 106
		SP:Iteration 20F (8773.100000 sec): 3 clusters
  Score: Raw -1047618.675237 + Penalty 4401.726192 = -1043216.949045
  nChanged 110
		SP:Iteration 21Q (8773.120000 sec): 3 clusters
  Score: Raw -1047668.529640 + Penalty 4401.726192 = -1043266.803448
  nChanged 115
		SP:Iteration 22Q (8773.140000 sec): 3 clusters
  Score: Raw -1047726.215954 + Penalty 4401.726192 = -1043324.489762
  nChanged 123
		SP:Iteration 23Q (8773.170000 sec): 3 clusters
  Score: Raw -1047786.965619 + Penalty 4401.726192 = -1043385.239427
  nChanged 104
		SP:Iteration 24Q (8773.190000 sec): 3 clusters
  Score: Raw -1047839.094215 + Penalty 4401.726192 = -1043437.368024
  nChanged 110
		SP:Iteration 25Q (8773.220000 sec): 3 clusters
  Score: Raw -1047893.076025 + Penalty 4401.726192 = -1043491.349833
  nChanged 94
		SP:Iteration 26Q (8773.240000 sec): 3 clusters
  Score: Raw -1047951.148789 + Penalty 4401.726192 = -1043549.422598
  nChanged 103
		SP:Iteration 27Q (8773.260000 sec): 3 clusters
  Score: Raw -1048023.636281 + Penalty 4401.726192 = -1043621.910089
  nChanged 97
		SP:Iteration 28Q (8773.280000 sec): 3 clusters
  Score: Raw -1048082.572988 + Penalty 4401.726192 = -1043680.846796
  nChanged 95
		SP:Iteration 29Q (8773.300000 sec): 3 clusters
  Score: Raw -1048138.202463 + Penalty 4401.726192 = -1043736.476271
  nChanged 85
		SP:Iteration 30Q (8773.330000 sec): 3 clusters
  Score: Raw -1048195.868058 + Penalty 4401.726192 = -1043794.141866
  nChanged 75
		SP:Iteration 31Q (8773.350000 sec): 3 clusters
  Score: Raw -1048248.523901 + Penalty 4401.726192 = -1043846.797710
  nChanged 61
		SP:Iteration 32Q (8773.370000 sec): 3 clusters
  Score: Raw -1048286.201226 + Penalty 4401.726192 = -1043884.475035
  nChanged 38
		SP:Iteration 33Q (8773.390000 sec): 3 clusters
  Score: Raw -1048307.718565 + Penalty 4401.726192 = -1043905.992373
  nChanged 45
		SP:Iteration 34Q (8773.410000 sec): 3 clusters
  Score: Raw -1048329.637421 + Penalty 4401.726192 = -1043927.911229
  nChanged 31
		SP:Iteration 35Q (8773.430000 sec): 3 clusters
  Score: Raw -1048347.177415 + Penalty 4401.726192 = -1043945.451224
  nChanged 28
		SP:Iteration 36Q (8773.460000 sec): 3 clusters
  Score: Raw -1048362.024891 + Penalty 4401.726192 = -1043960.298699
  nChanged 21
		SP:Iteration 37Q (8773.480000 sec): 3 clusters
  Score: Raw -1048377.741662 + Penalty 4401.726192 = -1043976.015470
  nChanged 19
		SP:Iteration 38Q (8773.500000 sec): 3 clusters
  Score: Raw -1048390.533277 + Penalty 4401.726192 = -1043988.807085
  nChanged 23
		SP:Iteration 39Q (8773.520000 sec): 3 clusters
  Score: Raw -1048403.912248 + Penalty 4401.726192 = -1044002.186056
  nChanged 19
		SP:Iteration 40F (8773.540000 sec): 3 clusters
  Score: Raw -1048413.715380 + Penalty 4401.726192 = -1044011.989189
  nChanged 13
		SP:Iteration 41Q (8773.560000 sec): 3 clusters
  Score: Raw -1048420.019716 + Penalty 4401.726192 = -1044018.293524
  nChanged 11
		SP:Iteration 42Q (8773.580000 sec): 3 clusters
  Score: Raw -1048425.466212 + Penalty 4401.726192 = -1044023.740020
  nChanged 4
		SP:Iteration 43Q (8773.600000 sec): 3 clusters
  Score: Raw -1048428.027111 + Penalty 4401.726192 = -1044026.300919
  nChanged 2
		SP:Iteration 44Q (8773.620000 sec): 3 clusters
  Score: Raw -1048430.165341 + Penalty 4401.726192 = -1044028.439149
  nChanged 1
		SP:Iteration 45Q (8773.640000 sec): 3 clusters
  Score: Raw -1048430.478576 + Penalty 4401.726192 = -1044028.752385
  nChanged 1
		SP:Iteration 46Q (8773.660000 sec): 3 clusters
  Score: Raw -1048431.104152 + Penalty 4401.726192 = -1044029.377960
  nChanged 1
		SP:Iteration 47Q (8773.680000 sec): 3 clusters
  Score: Raw -1048432.795856 + Penalty 4401.726192 = -1044031.069664
  nChanged 2
		SP:Iteration 48Q (8773.700000 sec): 3 clusters
  Score: Raw -1048433.668594 + Penalty 4401.726192 = -1044031.942402
  nChanged 0
		SP:Iteration 49F (8773.730000 sec): 3 clusters
  Score: Raw -1048433.668594 + Penalty 4401.726192 = -1044031.942402
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8773.760000 sec): 2 clusters
  Score: Raw -1106221.456500 + Penalty 2217.924743 = -1104003.531757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8773.780000 sec): 3 clusters
  Score: Raw -1102237.883185 + Penalty 4435.849487 = -1097802.033699
  nChanged 3127
		SP:Iteration 1F (8773.810000 sec): 3 clusters
  Score: Raw -1103980.308116 + Penalty 4435.849487 = -1099544.458629
  nChanged 550
		SP:Iteration 2F (8773.840000 sec): 3 clusters
  Score: Raw -1104289.391978 + Penalty 4435.849487 = -1099853.542491
  nChanged 422
		SP:Iteration 3F (8773.860000 sec): 3 clusters
  Score: Raw -1104521.445124 + Penalty 4435.849487 = -1100085.595638
  nChanged 367
		SP:Iteration 4Q (8773.890000 sec): 3 clusters
  Score: Raw -1104745.513152 + Penalty 4435.849487 = -1100309.663665
  nChanged 342
		SP:Iteration 5Q (8773.920000 sec): 3 clusters
  Score: Raw -1104965.549613 + Penalty 4435.849487 = -1100529.700126
  nChanged 328
		SP:Iteration 6Q (8773.940000 sec): 3 clusters
  Score: Raw -1105162.945232 + Penalty 4435.849487 = -1100727.095745
  nChanged 272
		SP:Iteration 7Q (8773.970000 sec): 3 clusters
  Score: Raw -1105321.766598 + Penalty 4435.849487 = -1100885.917111
  nChanged 243
		SP:Iteration 8Q (8774.000000 sec): 3 clusters
  Score: Raw -1105464.806055 + Penalty 4435.849487 = -1101028.956569
  nChanged 242
		SP:Iteration 9Q (8774.020000 sec): 3 clusters
  Score: Raw -1105614.794279 + Penalty 4435.849487 = -1101178.944792
  nChanged 213
		SP:Iteration 10Q (8774.050000 sec): 3 clusters
  Score: Raw -1105745.377237 + Penalty 4435.849487 = -1101309.527750
  nChanged 181
		SP:Iteration 11Q (8774.080000 sec): 3 clusters
  Score: Raw -1105866.535444 + Penalty 4435.849487 = -1101430.685958
  nChanged 166
		SP:Iteration 12Q (8774.100000 sec): 3 clusters
  Score: Raw -1105978.474114 + Penalty 4435.849487 = -1101542.624628
  nChanged 171
		SP:Iteration 13Q (8774.130000 sec): 3 clusters
  Score: Raw -1106106.036071 + Penalty 4435.849487 = -1101670.186584
  nChanged 162
		SP:Iteration 14Q (8774.150000 sec): 3 clusters
  Score: Raw -1106224.240747 + Penalty 4435.849487 = -1101788.391260
  nChanged 152
		SP:Iteration 15Q (8774.180000 sec): 3 clusters
  Score: Raw -1106335.699194 + Penalty 4435.849487 = -1101899.849707
  nChanged 123
		SP:Iteration 16Q (8774.200000 sec): 3 clusters
  Score: Raw -1106416.558592 + Penalty 4435.849487 = -1101980.709106
  nChanged 99
		SP:Iteration 17Q (8774.230000 sec): 3 clusters
  Score: Raw -1106491.823837 + Penalty 4435.849487 = -1102055.974350
  nChanged 104
		SP:Iteration 18Q (8774.250000 sec): 3 clusters
  Score: Raw -1106584.035180 + Penalty 4435.849487 = -1102148.185693
  nChanged 95
		SP:Iteration 19Q (8774.270000 sec): 3 clusters
  Score: Raw -1106652.829679 + Penalty 4435.849487 = -1102216.980192
  nChanged 65
		SP:Iteration 20F (8774.300000 sec): 3 clusters
  Score: Raw -1106691.440401 + Penalty 4435.849487 = -1102255.590914
  nChanged 59
		SP:Iteration 21Q (8774.320000 sec): 3 clusters
  Score: Raw -1106724.496978 + Penalty 4435.849487 = -1102288.647491
  nChanged 49
		SP:Iteration 22Q (8774.340000 sec): 3 clusters
  Score: Raw -1106747.350806 + Penalty 4435.849487 = -1102311.501319
  nChanged 37
		SP:Iteration 23Q (8774.370000 sec): 3 clusters
  Score: Raw -1106764.677737 + Penalty 4435.849487 = -1102328.828250
  nChanged 34
		SP:Iteration 24Q (8774.390000 sec): 3 clusters
  Score: Raw -1106782.066678 + Penalty 4435.849487 = -1102346.217191
  nChanged 22
		SP:Iteration 25Q (8774.410000 sec): 3 clusters
  Score: Raw -1106792.683073 + Penalty 4435.849487 = -1102356.833586
  nChanged 16
		SP:Iteration 26Q (8774.430000 sec): 3 clusters
  Score: Raw -1106799.020705 + Penalty 4435.849487 = -1102363.171218
  nChanged 15
		SP:Iteration 27Q (8774.460000 sec): 3 clusters
  Score: Raw -1106806.194805 + Penalty 4435.849487 = -1102370.345318
  nChanged 19
		SP:Iteration 28Q (8774.480000 sec): 3 clusters
  Score: Raw -1106815.234368 + Penalty 4435.849487 = -1102379.384882
  nChanged 20
		SP:Iteration 29Q (8774.500000 sec): 3 clusters
  Score: Raw -1106823.200990 + Penalty 4435.849487 = -1102387.351503
  nChanged 14
		SP:Iteration 30Q (8774.520000 sec): 3 clusters
  Score: Raw -1106829.580266 + Penalty 4435.849487 = -1102393.730779
  nChanged 14
		SP:Iteration 31Q (8774.540000 sec): 3 clusters
  Score: Raw -1106835.231290 + Penalty 4435.849487 = -1102399.381803
  nChanged 14
		SP:Iteration 32Q (8774.560000 sec): 3 clusters
  Score: Raw -1106841.907902 + Penalty 4435.849487 = -1102406.058415
  nChanged 12
		SP:Iteration 33Q (8774.590000 sec): 3 clusters
  Score: Raw -1106847.860548 + Penalty 4435.849487 = -1102412.011061
  nChanged 18
		SP:Iteration 34Q (8774.610000 sec): 3 clusters
  Score: Raw -1106856.687505 + Penalty 4435.849487 = -1102420.838018
  nChanged 18
		SP:Iteration 35Q (8774.630000 sec): 3 clusters
  Score: Raw -1106865.992245 + Penalty 4435.849487 = -1102430.142758
  nChanged 25
		SP:Iteration 36Q (8774.650000 sec): 3 clusters
  Score: Raw -1106877.254885 + Penalty 4435.849487 = -1102441.405398
  nChanged 11
		SP:Iteration 37Q (8774.670000 sec): 3 clusters
  Score: Raw -1106881.763981 + Penalty 4435.849487 = -1102445.914495
  nChanged 10
		SP:Iteration 38Q (8774.690000 sec): 3 clusters
  Score: Raw -1106886.144029 + Penalty 4435.849487 = -1102450.294543
  nChanged 7
		SP:Iteration 39Q (8774.720000 sec): 3 clusters
  Score: Raw -1106890.039183 + Penalty 4435.849487 = -1102454.189696
  nChanged 8
		SP:Iteration 40F (8774.740000 sec): 3 clusters
  Score: Raw -1106893.080373 + Penalty 4435.849487 = -1102457.230886
  nChanged 9
		SP:Iteration 41Q (8774.760000 sec): 3 clusters
  Score: Raw -1106897.670117 + Penalty 4435.849487 = -1102461.820631
  nChanged 8
		SP:Iteration 42Q (8774.780000 sec): 3 clusters
  Score: Raw -1106902.075394 + Penalty 4435.849487 = -1102466.225908
  nChanged 9
		SP:Iteration 43Q (8774.800000 sec): 3 clusters
  Score: Raw -1106904.631617 + Penalty 4435.849487 = -1102468.782130
  nChanged 5
		SP:Iteration 44Q (8774.830000 sec): 3 clusters
  Score: Raw -1106907.620693 + Penalty 4435.849487 = -1102471.771207
  nChanged 8
		SP:Iteration 45Q (8774.850000 sec): 3 clusters
  Score: Raw -1106911.760775 + Penalty 4435.849487 = -1102475.911289
  nChanged 6
		SP:Iteration 46Q (8774.870000 sec): 3 clusters
  Score: Raw -1106914.170425 + Penalty 4435.849487 = -1102478.320938
  nChanged 9
		SP:Iteration 47Q (8774.890000 sec): 3 clusters
  Score: Raw -1106918.095378 + Penalty 4435.849487 = -1102482.245891
  nChanged 6
		SP:Iteration 48Q (8774.910000 sec): 3 clusters
  Score: Raw -1106920.561442 + Penalty 4435.849487 = -1102484.711955
  nChanged 3
		SP:Iteration 49Q (8774.930000 sec): 3 clusters
  Score: Raw -1106922.324583 + Penalty 4435.849487 = -1102486.475097
  nChanged 5
		SP:Iteration 50Q (8774.950000 sec): 3 clusters
  Score: Raw -1106924.388570 + Penalty 4435.849487 = -1102488.539083
  nChanged 5
		SP:Iteration 51Q (8774.970000 sec): 3 clusters
  Score: Raw -1106927.604827 + Penalty 4435.849487 = -1102491.755341
  nChanged 4
		SP:Iteration 52Q (8774.990000 sec): 3 clusters
  Score: Raw -1106929.919822 + Penalty 4435.849487 = -1102494.070335
  nChanged 5
		SP:Iteration 53Q (8775.020000 sec): 3 clusters
  Score: Raw -1106933.237766 + Penalty 4435.849487 = -1102497.388279
  nChanged 4
		SP:Iteration 54Q (8775.040000 sec): 3 clusters
  Score: Raw -1106934.867862 + Penalty 4435.849487 = -1102499.018375
  nChanged 1
		SP:Iteration 55Q (8775.060000 sec): 3 clusters
  Score: Raw -1106935.284284 + Penalty 4435.849487 = -1102499.434798
  nChanged 1
		SP:Iteration 56Q (8775.080000 sec): 3 clusters
  Score: Raw -1106935.544542 + Penalty 4435.849487 = -1102499.695055
  nChanged 1
		SP:Iteration 57Q (8775.100000 sec): 3 clusters
  Score: Raw -1106935.860291 + Penalty 4435.849487 = -1102500.010804
  nChanged 0
		SP:Iteration 58F (8775.120000 sec): 3 clusters
  Score: Raw -1106935.860291 + Penalty 4435.849487 = -1102500.010804
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8775.220000 sec): 2 clusters
  Score: Raw -4024112.096684 + Penalty 2532.694661 = -4021579.402023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8775.320000 sec): 3 clusters
  Score: Raw -4007829.248363 + Penalty 5065.389321 = -4002763.859042
  nChanged 12151
		SP:Iteration 1F (8775.420000 sec): 3 clusters
  Score: Raw -4014508.497105 + Penalty 5065.389321 = -4009443.107784
  nChanged 1296
		SP:Iteration 2Q (8775.520000 sec): 3 clusters
  Score: Raw -4014911.015101 + Penalty 5065.389321 = -4009845.625780
  nChanged 1061
		SP:Iteration 3Q (8775.620000 sec): 3 clusters
  Score: Raw -4015229.014858 + Penalty 5065.389321 = -4010163.625536
  nChanged 950
		SP:Iteration 4Q (8775.720000 sec): 3 clusters
  Score: Raw -4015531.023594 + Penalty 5065.389321 = -4010465.634273
  nChanged 917
		SP:Iteration 5Q (8775.820000 sec): 3 clusters
  Score: Raw -4015847.202117 + Penalty 5065.389321 = -4010781.812795
  nChanged 991
		SP:Iteration 6Q (8775.920000 sec): 3 clusters
  Score: Raw -4016231.238435 + Penalty 5065.389321 = -4011165.849114
  nChanged 1155
		SP:Iteration 7Q (8776.020000 sec): 3 clusters
  Score: Raw -4016805.085305 + Penalty 5065.389321 = -4011739.695983
  nChanged 1450
		SP:Iteration 8F (8776.120000 sec): 3 clusters
  Score: Raw -4017658.677048 + Penalty 5065.389321 = -4012593.287726
  nChanged 1691
		SP:Iteration 9F (8776.220000 sec): 3 clusters
  Score: Raw -4018851.735663 + Penalty 5065.389321 = -4013786.346342
  nChanged 1869
		SP:Iteration 10F (8776.320000 sec): 3 clusters
  Score: Raw -4020344.368645 + Penalty 5065.389321 = -4015278.979324
  nChanged 1688
		SP:Iteration 11F (8776.420000 sec): 3 clusters
  Score: Raw -4021794.702534 + Penalty 5065.389321 = -4016729.313213
  nChanged 1286
		SP:Iteration 12Q (8776.510000 sec): 3 clusters
  Score: Raw -4022974.835631 + Penalty 5065.389321 = -4017909.446310
  nChanged 791
		SP:Iteration 13Q (8776.600000 sec): 3 clusters
  Score: Raw -4023701.388123 + Penalty 5065.389321 = -4018635.998802
  nChanged 367
		SP:Iteration 14Q (8776.680000 sec): 3 clusters
  Score: Raw -4024046.912445 + Penalty 5065.389321 = -4018981.523124
  nChanged 164
		SP:Iteration 15Q (8776.760000 sec): 3 clusters
  Score: Raw -4024210.071438 + Penalty 5065.389321 = -4019144.682117
  nChanged 77
		SP:Iteration 16Q (8776.830000 sec): 3 clusters
  Score: Raw -4024300.254263 + Penalty 5065.389321 = -4019234.864942
  nChanged 41
		SP:Iteration 17Q (8776.910000 sec): 3 clusters
  Score: Raw -4024347.813582 + Penalty 5065.389321 = -4019282.424261
  nChanged 21
		SP:Iteration 18Q (8776.980000 sec): 3 clusters
  Score: Raw -4024374.864764 + Penalty 5065.389321 = -4019309.475443
  nChanged 18
		SP:Iteration 19Q (8777.050000 sec): 3 clusters
  Score: Raw -4024398.975936 + Penalty 5065.389321 = -4019333.586615
  nChanged 10
		SP:Iteration 20F (8777.150000 sec): 3 clusters
  Score: Raw -4024413.185596 + Penalty 5065.389321 = -4019347.796275
  nChanged 4
		SP:Iteration 21Q (8777.220000 sec): 3 clusters
  Score: Raw -4024420.007861 + Penalty 5065.389321 = -4019354.618540
  nChanged 6
		SP:Iteration 22Q (8777.290000 sec): 3 clusters
  Score: Raw -4024425.759783 + Penalty 5065.389321 = -4019360.370462
  nChanged 2
		SP:Iteration 23Q (8777.360000 sec): 3 clusters
  Score: Raw -4024427.828713 + Penalty 5065.389321 = -4019362.439392
  nChanged 2
		SP:Iteration 24Q (8777.430000 sec): 3 clusters
  Score: Raw -4024429.877293 + Penalty 5065.389321 = -4019364.487971
  nChanged 1
		SP:Iteration 25Q (8777.500000 sec): 3 clusters
  Score: Raw -4024430.501371 + Penalty 5065.389321 = -4019365.112050
  nChanged 0
		SP:Iteration 26F (8777.600000 sec): 3 clusters
  Score: Raw -4024430.501371 + Penalty 5065.389321 = -4019365.112050
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8777.670000 sec): 2 clusters
  Score: Raw -3338101.850046 + Penalty 2502.075052 = -3335599.774994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8777.760000 sec): 3 clusters
  Score: Raw -3323926.060103 + Penalty 5004.150104 = -3318921.909999
  nChanged 10699
		SP:Iteration 1F (8777.850000 sec): 3 clusters
  Score: Raw -3329823.075892 + Penalty 5004.150104 = -3324818.925788
  nChanged 1327
		SP:Iteration 2F (8777.930000 sec): 3 clusters
  Score: Raw -3330316.255611 + Penalty 5004.150104 = -3325312.105506
  nChanged 1131
		SP:Iteration 3Q (8778.020000 sec): 3 clusters
  Score: Raw -3330725.956990 + Penalty 5004.150104 = -3325721.806886
  nChanged 1030
		SP:Iteration 4Q (8778.110000 sec): 3 clusters
  Score: Raw -3331109.937629 + Penalty 5004.150104 = -3326105.787524
  nChanged 979
		SP:Iteration 5Q (8778.190000 sec): 3 clusters
  Score: Raw -3331471.513803 + Penalty 5004.150104 = -3326467.363698
  nChanged 924
		SP:Iteration 6Q (8778.280000 sec): 3 clusters
  Score: Raw -3331817.521583 + Penalty 5004.150104 = -3326813.371479
  nChanged 923
		SP:Iteration 7Q (8778.360000 sec): 3 clusters
  Score: Raw -3332180.461023 + Penalty 5004.150104 = -3327176.310919
  nChanged 904
		SP:Iteration 8Q (8778.450000 sec): 3 clusters
  Score: Raw -3332562.927972 + Penalty 5004.150104 = -3327558.777868
  nChanged 990
		SP:Iteration 9Q (8778.530000 sec): 3 clusters
  Score: Raw -3333048.394050 + Penalty 5004.150104 = -3328044.243946
  nChanged 1001
		SP:Iteration 10Q (8778.620000 sec): 3 clusters
  Score: Raw -3333524.551045 + Penalty 5004.150104 = -3328520.400940
  nChanged 921
		SP:Iteration 11Q (8778.710000 sec): 3 clusters
  Score: Raw -3333969.449017 + Penalty 5004.150104 = -3328965.298912
  nChanged 876
		SP:Iteration 12Q (8778.790000 sec): 3 clusters
  Score: Raw -3334424.191196 + Penalty 5004.150104 = -3329420.041091
  nChanged 831
		SP:Iteration 13Q (8778.870000 sec): 3 clusters
  Score: Raw -3334849.142076 + Penalty 5004.150104 = -3329844.991972
  nChanged 699
		SP:Iteration 14Q (8778.960000 sec): 3 clusters
  Score: Raw -3335161.558992 + Penalty 5004.150104 = -3330157.408888
  nChanged 581
		SP:Iteration 15Q (8779.050000 sec): 3 clusters
  Score: Raw -3335393.890749 + Penalty 5004.150104 = -3330389.740644
  nChanged 487
		SP:Iteration 16Q (8779.130000 sec): 3 clusters
  Score: Raw -3335568.644323 + Penalty 5004.150104 = -3330564.494219
  nChanged 394
		SP:Iteration 17Q (8779.210000 sec): 3 clusters
  Score: Raw -3335681.768265 + Penalty 5004.150104 = -3330677.618161
  nChanged 358
		SP:Iteration 18Q (8779.290000 sec): 3 clusters
  Score: Raw -3335793.773050 + Penalty 5004.150104 = -3330789.622945
  nChanged 339
		SP:Iteration 19Q (8779.370000 sec): 3 clusters
  Score: Raw -3335912.101874 + Penalty 5004.150104 = -3330907.951770
  nChanged 329
		SP:Iteration 20F (8779.460000 sec): 3 clusters
  Score: Raw -3336019.993229 + Penalty 5004.150104 = -3331015.843125
  nChanged 320
		SP:Iteration 21Q (8779.540000 sec): 3 clusters
  Score: Raw -3336123.950170 + Penalty 5004.150104 = -3331119.800066
  nChanged 308
		SP:Iteration 22Q (8779.630000 sec): 3 clusters
  Score: Raw -3336227.261321 + Penalty 5004.150104 = -3331223.111216
  nChanged 293
		SP:Iteration 23Q (8779.710000 sec): 3 clusters
  Score: Raw -3336319.371907 + Penalty 5004.150104 = -3331315.221802
  nChanged 284
		SP:Iteration 24Q (8779.790000 sec): 3 clusters
  Score: Raw -3336404.707665 + Penalty 5004.150104 = -3331400.557561
  nChanged 301
		SP:Iteration 25Q (8779.870000 sec): 3 clusters
  Score: Raw -3336506.397753 + Penalty 5004.150104 = -3331502.247649
  nChanged 300
		SP:Iteration 26Q (8779.950000 sec): 3 clusters
  Score: Raw -3336607.963082 + Penalty 5004.150104 = -3331603.812978
  nChanged 309
		SP:Iteration 27Q (8780.030000 sec): 3 clusters
  Score: Raw -3336715.021493 + Penalty 5004.150104 = -3331710.871389
  nChanged 307
		SP:Iteration 28Q (8780.110000 sec): 3 clusters
  Score: Raw -3336827.252357 + Penalty 5004.150104 = -3331823.102253
  nChanged 300
		SP:Iteration 29Q (8780.190000 sec): 3 clusters
  Score: Raw -3336946.568316 + Penalty 5004.150104 = -3331942.418212
  nChanged 319
		SP:Iteration 30Q (8780.270000 sec): 3 clusters
  Score: Raw -3337079.909299 + Penalty 5004.150104 = -3332075.759195
  nChanged 318
		SP:Iteration 31Q (8780.340000 sec): 3 clusters
  Score: Raw -3337211.467591 + Penalty 5004.150104 = -3332207.317487
  nChanged 318
		SP:Iteration 32Q (8780.420000 sec): 3 clusters
  Score: Raw -3337345.331173 + Penalty 5004.150104 = -3332341.181069
  nChanged 291
		SP:Iteration 33Q (8780.490000 sec): 3 clusters
  Score: Raw -3337468.040369 + Penalty 5004.150104 = -3332463.890265
  nChanged 257
		SP:Iteration 34Q (8780.570000 sec): 3 clusters
  Score: Raw -3337574.074061 + Penalty 5004.150104 = -3332569.923957
  nChanged 238
		SP:Iteration 35Q (8780.640000 sec): 3 clusters
  Score: Raw -3337667.000052 + Penalty 5004.150104 = -3332662.849947
  nChanged 237
		SP:Iteration 36Q (8780.710000 sec): 3 clusters
  Score: Raw -3337785.737422 + Penalty 5004.150104 = -3332781.587318
  nChanged 215
		SP:Iteration 37Q (8780.790000 sec): 3 clusters
  Score: Raw -3337902.995546 + Penalty 5004.150104 = -3332898.845442
  nChanged 216
		SP:Iteration 38Q (8780.850000 sec): 3 clusters
  Score: Raw -3338006.166053 + Penalty 5004.150104 = -3333002.015949
  nChanged 186
		SP:Iteration 39Q (8780.930000 sec): 3 clusters
  Score: Raw -3338084.265528 + Penalty 5004.150104 = -3333080.115424
  nChanged 152
		SP:Iteration 40F (8781.010000 sec): 3 clusters
  Score: Raw -3338151.989323 + Penalty 5004.150104 = -3333147.839219
  nChanged 127
		SP:Iteration 41Q (8781.080000 sec): 3 clusters
  Score: Raw -3338202.631174 + Penalty 5004.150104 = -3333198.481070
  nChanged 118
		SP:Iteration 42Q (8781.150000 sec): 3 clusters
  Score: Raw -3338249.825499 + Penalty 5004.150104 = -3333245.675395
  nChanged 105
		SP:Iteration 43Q (8781.210000 sec): 3 clusters
  Score: Raw -3338288.676222 + Penalty 5004.150104 = -3333284.526118
  nChanged 95
		SP:Iteration 44Q (8781.280000 sec): 3 clusters
  Score: Raw -3338321.757131 + Penalty 5004.150104 = -3333317.607027
  nChanged 77
		SP:Iteration 45Q (8781.350000 sec): 3 clusters
  Score: Raw -3338353.194794 + Penalty 5004.150104 = -3333349.044690
  nChanged 65
		SP:Iteration 46Q (8781.420000 sec): 3 clusters
  Score: Raw -3338379.688835 + Penalty 5004.150104 = -3333375.538731
  nChanged 70
		SP:Iteration 47Q (8781.480000 sec): 3 clusters
  Score: Raw -3338403.835904 + Penalty 5004.150104 = -3333399.685800
  nChanged 62
		SP:Iteration 48Q (8781.550000 sec): 3 clusters
  Score: Raw -3338426.919947 + Penalty 5004.150104 = -3333422.769843
  nChanged 51
		SP:Iteration 49Q (8781.610000 sec): 3 clusters
  Score: Raw -3338446.392052 + Penalty 5004.150104 = -3333442.241947
  nChanged 52
		SP:Iteration 50Q (8781.680000 sec): 3 clusters
  Score: Raw -3338466.892489 + Penalty 5004.150104 = -3333462.742385
  nChanged 39
		SP:Iteration 51Q (8781.750000 sec): 3 clusters
  Score: Raw -3338480.407164 + Penalty 5004.150104 = -3333476.257060
  nChanged 32
		SP:Iteration 52Q (8781.810000 sec): 3 clusters
  Score: Raw -3338492.133097 + Penalty 5004.150104 = -3333487.982992
  nChanged 34
		SP:Iteration 53Q (8781.870000 sec): 3 clusters
  Score: Raw -3338503.275990 + Penalty 5004.150104 = -3333499.125886
  nChanged 28
		SP:Iteration 54Q (8781.940000 sec): 3 clusters
  Score: Raw -3338512.838177 + Penalty 5004.150104 = -3333508.688073
  nChanged 31
		SP:Iteration 55Q (8782.010000 sec): 3 clusters
  Score: Raw -3338523.620760 + Penalty 5004.150104 = -3333519.470656
  nChanged 27
		SP:Iteration 56Q (8782.070000 sec): 3 clusters
  Score: Raw -3338533.278947 + Penalty 5004.150104 = -3333529.128842
  nChanged 25
		SP:Iteration 57Q (8782.140000 sec): 3 clusters
  Score: Raw -3338542.344653 + Penalty 5004.150104 = -3333538.194549
  nChanged 24
		SP:Iteration 58Q (8782.200000 sec): 3 clusters
  Score: Raw -3338549.209841 + Penalty 5004.150104 = -3333545.059736
  nChanged 15
		SP:Iteration 59Q (8782.270000 sec): 3 clusters
  Score: Raw -3338553.194159 + Penalty 5004.150104 = -3333549.044054
  nChanged 12
		SP:Iteration 60F (8782.350000 sec): 3 clusters
  Score: Raw -3338557.661460 + Penalty 5004.150104 = -3333553.511356
  nChanged 12
		SP:Iteration 61Q (8782.420000 sec): 3 clusters
  Score: Raw -3338560.933218 + Penalty 5004.150104 = -3333556.783114
  nChanged 6
		SP:Iteration 62Q (8782.490000 sec): 3 clusters
  Score: Raw -3338562.388609 + Penalty 5004.150104 = -3333558.238504
  nChanged 5
		SP:Iteration 63Q (8782.550000 sec): 3 clusters
  Score: Raw -3338564.631573 + Penalty 5004.150104 = -3333560.481469
  nChanged 5
		SP:Iteration 64Q (8782.620000 sec): 3 clusters
  Score: Raw -3338567.631151 + Penalty 5004.150104 = -3333563.481047
  nChanged 14
		SP:Iteration 65Q (8782.690000 sec): 3 clusters
  Score: Raw -3338573.700011 + Penalty 5004.150104 = -3333569.549907
  nChanged 13
		SP:Iteration 66Q (8782.760000 sec): 3 clusters
  Score: Raw -3338577.840803 + Penalty 5004.150104 = -3333573.690699
  nChanged 8
		SP:Iteration 67Q (8782.820000 sec): 3 clusters
  Score: Raw -3338581.837539 + Penalty 5004.150104 = -3333577.687435
  nChanged 8
		SP:Iteration 68Q (8782.880000 sec): 3 clusters
  Score: Raw -3338585.272881 + Penalty 5004.150104 = -3333581.122777
  nChanged 6
		SP:Iteration 69Q (8782.950000 sec): 3 clusters
  Score: Raw -3338587.390694 + Penalty 5004.150104 = -3333583.240590
  nChanged 10
		SP:Iteration 70Q (8783.010000 sec): 3 clusters
  Score: Raw -3338591.532977 + Penalty 5004.150104 = -3333587.382873
  nChanged 12
		SP:Iteration 71Q (8783.070000 sec): 3 clusters
  Score: Raw -3338596.568550 + Penalty 5004.150104 = -3333592.418446
  nChanged 10
		SP:Iteration 72Q (8783.140000 sec): 3 clusters
  Score: Raw -3338600.606640 + Penalty 5004.150104 = -3333596.456536
  nChanged 11
		SP:Iteration 73Q (8783.200000 sec): 3 clusters
  Score: Raw -3338603.473369 + Penalty 5004.150104 = -3333599.323265
  nChanged 7
		SP:Iteration 74Q (8783.270000 sec): 3 clusters
  Score: Raw -3338605.149367 + Penalty 5004.150104 = -3333600.999263
  nChanged 6
		SP:Iteration 75Q (8783.330000 sec): 3 clusters
  Score: Raw -3338607.757887 + Penalty 5004.150104 = -3333603.607782
  nChanged 7
		SP:Iteration 76Q (8783.390000 sec): 3 clusters
  Score: Raw -3338610.341317 + Penalty 5004.150104 = -3333606.191212
  nChanged 14
		SP:Iteration 77Q (8783.460000 sec): 3 clusters
  Score: Raw -3338616.669751 + Penalty 5004.150104 = -3333612.519646
  nChanged 17
		SP:Iteration 78Q (8783.520000 sec): 3 clusters
  Score: Raw -3338623.672477 + Penalty 5004.150104 = -3333619.522373
  nChanged 7
		SP:Iteration 79Q (8783.590000 sec): 3 clusters
  Score: Raw -3338626.357524 + Penalty 5004.150104 = -3333622.207420
  nChanged 6
		SP:Iteration 80F (8783.670000 sec): 3 clusters
  Score: Raw -3338628.648394 + Penalty 5004.150104 = -3333624.498289
  nChanged 6
		SP:Iteration 81Q (8783.730000 sec): 3 clusters
  Score: Raw -3338630.155954 + Penalty 5004.150104 = -3333626.005850
  nChanged 6
		SP:Iteration 82Q (8783.790000 sec): 3 clusters
  Score: Raw -3338632.354020 + Penalty 5004.150104 = -3333628.203916
  nChanged 9
		SP:Iteration 83Q (8783.860000 sec): 3 clusters
  Score: Raw -3338635.238618 + Penalty 5004.150104 = -3333631.088514
  nChanged 4
		SP:Iteration 84Q (8783.920000 sec): 3 clusters
  Score: Raw -3338636.273751 + Penalty 5004.150104 = -3333632.123647
  nChanged 6
		SP:Iteration 85Q (8783.990000 sec): 3 clusters
  Score: Raw -3338637.798988 + Penalty 5004.150104 = -3333633.648884
  nChanged 5
		SP:Iteration 86Q (8784.050000 sec): 3 clusters
  Score: Raw -3338639.133402 + Penalty 5004.150104 = -3333634.983298
  nChanged 4
		SP:Iteration 87Q (8784.110000 sec): 3 clusters
  Score: Raw -3338640.518397 + Penalty 5004.150104 = -3333636.368293
  nChanged 5
		SP:Iteration 88Q (8784.180000 sec): 3 clusters
  Score: Raw -3338642.321430 + Penalty 5004.150104 = -3333638.171325
  nChanged 4
		SP:Iteration 89Q (8784.240000 sec): 3 clusters
  Score: Raw -3338643.996222 + Penalty 5004.150104 = -3333639.846118
  nChanged 4
		SP:Iteration 90Q (8784.300000 sec): 3 clusters
  Score: Raw -3338645.358393 + Penalty 5004.150104 = -3333641.208289
  nChanged 2
		SP:Iteration 91Q (8784.370000 sec): 3 clusters
  Score: Raw -3338646.256074 + Penalty 5004.150104 = -3333642.105970
  nChanged 4
		SP:Iteration 92Q (8784.430000 sec): 3 clusters
  Score: Raw -3338647.632550 + Penalty 5004.150104 = -3333643.482446
  nChanged 1
		SP:Iteration 93Q (8784.490000 sec): 3 clusters
  Score: Raw -3338647.835441 + Penalty 5004.150104 = -3333643.685337
  nChanged 1
		SP:Iteration 94Q (8784.560000 sec): 3 clusters
  Score: Raw -3338648.139951 + Penalty 5004.150104 = -3333643.989847
  nChanged 2
		SP:Iteration 95Q (8784.620000 sec): 3 clusters
  Score: Raw -3338648.662753 + Penalty 5004.150104 = -3333644.512649
  nChanged 0
		SP:Iteration 96F (8784.710000 sec): 3 clusters
  Score: Raw -3338648.662753 + Penalty 5004.150104 = -3333644.512649
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8784.730000 sec): 2 clusters
  Score: Raw -494000.591510 + Penalty 2019.015069 = -491981.576441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8784.740000 sec): 3 clusters
  Score: Raw -492534.210758 + Penalty 4038.030138 = -488496.180620
  nChanged 1252
		SP:Iteration 1F (8784.750000 sec): 3 clusters
  Score: Raw -493346.653952 + Penalty 4038.030138 = -489308.623815
  nChanged 258
		SP:Iteration 2F (8784.760000 sec): 3 clusters
  Score: Raw -493552.981891 + Penalty 4038.030138 = -489514.951754
  nChanged 191
		SP:Iteration 3F (8784.770000 sec): 3 clusters
  Score: Raw -493672.547121 + Penalty 4038.030138 = -489634.516983
  nChanged 122
		SP:Iteration 4Q (8784.790000 sec): 3 clusters
  Score: Raw -493746.826355 + Penalty 4038.030138 = -489708.796218
  nChanged 96
		SP:Iteration 5Q (8784.800000 sec): 3 clusters
  Score: Raw -493804.355962 + Penalty 4038.030138 = -489766.325824
  nChanged 91
		SP:Iteration 6Q (8784.810000 sec): 3 clusters
  Score: Raw -493863.279437 + Penalty 4038.030138 = -489825.249299
  nChanged 95
		SP:Iteration 7Q (8784.820000 sec): 3 clusters
  Score: Raw -493933.024863 + Penalty 4038.030138 = -489894.994725
  nChanged 95
		SP:Iteration 8Q (8784.830000 sec): 3 clusters
  Score: Raw -493998.959272 + Penalty 4038.030138 = -489960.929134
  nChanged 84
		SP:Iteration 9Q (8784.850000 sec): 3 clusters
  Score: Raw -494047.340359 + Penalty 4038.030138 = -490009.310222
  nChanged 62
		SP:Iteration 10Q (8784.860000 sec): 3 clusters
  Score: Raw -494084.068247 + Penalty 4038.030138 = -490046.038109
  nChanged 62
		SP:Iteration 11Q (8784.870000 sec): 3 clusters
  Score: Raw -494126.783989 + Penalty 4038.030138 = -490088.753851
  nChanged 63
		SP:Iteration 12Q (8784.880000 sec): 3 clusters
  Score: Raw -494165.913469 + Penalty 4038.030138 = -490127.883331
  nChanged 43
		SP:Iteration 13Q (8784.890000 sec): 3 clusters
  Score: Raw -494192.017255 + Penalty 4038.030138 = -490153.987117
  nChanged 44
		SP:Iteration 14Q (8784.910000 sec): 3 clusters
  Score: Raw -494218.221668 + Penalty 4038.030138 = -490180.191530
  nChanged 36
		SP:Iteration 15Q (8784.910000 sec): 3 clusters
  Score: Raw -494240.977826 + Penalty 4038.030138 = -490202.947688
  nChanged 39
		SP:Iteration 16Q (8784.930000 sec): 3 clusters
  Score: Raw -494264.842940 + Penalty 4038.030138 = -490226.812803
  nChanged 39
		SP:Iteration 17Q (8784.940000 sec): 3 clusters
  Score: Raw -494292.998286 + Penalty 4038.030138 = -490254.968148
  nChanged 47
		SP:Iteration 18Q (8784.950000 sec): 3 clusters
  Score: Raw -494332.364326 + Penalty 4038.030138 = -490294.334188
  nChanged 50
		SP:Iteration 19Q (8784.960000 sec): 3 clusters
  Score: Raw -494369.261491 + Penalty 4038.030138 = -490331.231353
  nChanged 40
		SP:Iteration 20F (8784.970000 sec): 3 clusters
  Score: Raw -494411.364049 + Penalty 4038.030138 = -490373.333912
  nChanged 46
		SP:Iteration 21Q (8784.990000 sec): 3 clusters
  Score: Raw -494451.999749 + Penalty 4038.030138 = -490413.969612
  nChanged 58
		SP:Iteration 22Q (8785.000000 sec): 3 clusters
  Score: Raw -494498.322200 + Penalty 4038.030138 = -490460.292062
  nChanged 65
		SP:Iteration 23Q (8785.010000 sec): 3 clusters
  Score: Raw -494556.417773 + Penalty 4038.030138 = -490518.387636
  nChanged 63
		SP:Iteration 24Q (8785.020000 sec): 3 clusters
  Score: Raw -494628.369917 + Penalty 4038.030138 = -490590.339780
  nChanged 65
		SP:Iteration 25Q (8785.030000 sec): 3 clusters
  Score: Raw -494696.098692 + Penalty 4038.030138 = -490658.068555
  nChanged 62
		SP:Iteration 26Q (8785.050000 sec): 3 clusters
  Score: Raw -494756.338111 + Penalty 4038.030138 = -490718.307973
  nChanged 63
		SP:Iteration 27Q (8785.060000 sec): 3 clusters
  Score: Raw -494821.462962 + Penalty 4038.030138 = -490783.432824
  nChanged 65
		SP:Iteration 28Q (8785.070000 sec): 3 clusters
  Score: Raw -494879.844497 + Penalty 4038.030138 = -490841.814360
  nChanged 54
		SP:Iteration 29Q (8785.080000 sec): 3 clusters
  Score: Raw -494924.118050 + Penalty 4038.030138 = -490886.087912
  nChanged 54
		SP:Iteration 30Q (8785.090000 sec): 3 clusters
  Score: Raw -494964.804519 + Penalty 4038.030138 = -490926.774382
  nChanged 53
		SP:Iteration 31Q (8785.100000 sec): 3 clusters
  Score: Raw -495014.336704 + Penalty 4038.030138 = -490976.306567
  nChanged 67
		SP:Iteration 32Q (8785.110000 sec): 3 clusters
  Score: Raw -495088.494367 + Penalty 4038.030138 = -491050.464230
  nChanged 73
		SP:Iteration 33Q (8785.120000 sec): 3 clusters
  Score: Raw -495173.402346 + Penalty 4038.030138 = -491135.372209
  nChanged 66
		SP:Iteration 34Q (8785.130000 sec): 3 clusters
  Score: Raw -495247.203790 + Penalty 4038.030138 = -491209.173653
  nChanged 69
		SP:Iteration 35Q (8785.150000 sec): 3 clusters
  Score: Raw -495314.428868 + Penalty 4038.030138 = -491276.398731
  nChanged 54
		SP:Iteration 36Q (8785.150000 sec): 3 clusters
  Score: Raw -495360.090227 + Penalty 4038.030138 = -491322.060089
  nChanged 50
		SP:Iteration 37Q (8785.170000 sec): 3 clusters
  Score: Raw -495404.630290 + Penalty 4038.030138 = -491366.600152
  nChanged 37
		SP:Iteration 38Q (8785.170000 sec): 3 clusters
  Score: Raw -495430.527793 + Penalty 4038.030138 = -491392.497655
  nChanged 37
		SP:Iteration 39Q (8785.190000 sec): 3 clusters
  Score: Raw -495462.535915 + Penalty 4038.030138 = -491424.505777
  nChanged 33
		SP:Iteration 40F (8785.200000 sec): 3 clusters
  Score: Raw -495497.049708 + Penalty 4038.030138 = -491459.019570
  nChanged 39
		SP:Iteration 41Q (8785.210000 sec): 3 clusters
  Score: Raw -495524.742768 + Penalty 4038.030138 = -491486.712630
  nChanged 38
		SP:Iteration 42Q (8785.220000 sec): 3 clusters
  Score: Raw -495554.420866 + Penalty 4038.030138 = -491516.390728
  nChanged 33
		SP:Iteration 43Q (8785.230000 sec): 3 clusters
  Score: Raw -495576.148669 + Penalty 4038.030138 = -491538.118532
  nChanged 31
		SP:Iteration 44Q (8785.240000 sec): 3 clusters
  Score: Raw -495593.741651 + Penalty 4038.030138 = -491555.711514
  nChanged 29
		SP:Iteration 45Q (8785.250000 sec): 3 clusters
  Score: Raw -495610.548239 + Penalty 4038.030138 = -491572.518101
  nChanged 31
		SP:Iteration 46Q (8785.260000 sec): 3 clusters
  Score: Raw -495633.381065 + Penalty 4038.030138 = -491595.350928
  nChanged 39
		SP:Iteration 47Q (8785.270000 sec): 3 clusters
  Score: Raw -495661.770294 + Penalty 4038.030138 = -491623.740156
  nChanged 28
		SP:Iteration 48Q (8785.280000 sec): 3 clusters
  Score: Raw -495679.883610 + Penalty 4038.030138 = -491641.853472
  nChanged 21
		SP:Iteration 49Q (8785.290000 sec): 3 clusters
  Score: Raw -495689.617563 + Penalty 4038.030138 = -491651.587426
  nChanged 13
		SP:Iteration 50Q (8785.290000 sec): 3 clusters
  Score: Raw -495696.370054 + Penalty 4038.030138 = -491658.339916
  nChanged 12
		SP:Iteration 51Q (8785.310000 sec): 3 clusters
  Score: Raw -495701.216185 + Penalty 4038.030138 = -491663.186048
  nChanged 7
		SP:Iteration 52Q (8785.310000 sec): 3 clusters
  Score: Raw -495703.901322 + Penalty 4038.030138 = -491665.871185
  nChanged 3
		SP:Iteration 53Q (8785.330000 sec): 3 clusters
  Score: Raw -495704.769359 + Penalty 4038.030138 = -491666.739221
  nChanged 7
		SP:Iteration 54Q (8785.330000 sec): 3 clusters
  Score: Raw -495707.382615 + Penalty 4038.030138 = -491669.352477
  nChanged 3
		SP:Iteration 55Q (8785.340000 sec): 3 clusters
  Score: Raw -495708.757104 + Penalty 4038.030138 = -491670.726967
  nChanged 4
		SP:Iteration 56Q (8785.350000 sec): 3 clusters
  Score: Raw -495710.113213 + Penalty 4038.030138 = -491672.083076
  nChanged 2
		SP:Iteration 57Q (8785.360000 sec): 3 clusters
  Score: Raw -495711.068061 + Penalty 4038.030138 = -491673.037923
  nChanged 2
		SP:Iteration 58Q (8785.370000 sec): 3 clusters
  Score: Raw -495711.896488 + Penalty 4038.030138 = -491673.866350
  nChanged 2
		SP:Iteration 59Q (8785.380000 sec): 3 clusters
  Score: Raw -495712.595184 + Penalty 4038.030138 = -491674.565047
  nChanged 2
		SP:Iteration 60F (8785.390000 sec): 3 clusters
  Score: Raw -495713.767951 + Penalty 4038.030138 = -491675.737813
  nChanged 3
		SP:Iteration 61Q (8785.400000 sec): 3 clusters
  Score: Raw -495714.323988 + Penalty 4038.030138 = -491676.293850
  nChanged 3
		SP:Iteration 62Q (8785.410000 sec): 3 clusters
  Score: Raw -495715.759532 + Penalty 4038.030138 = -491677.729395
  nChanged 2
		SP:Iteration 63Q (8785.420000 sec): 3 clusters
  Score: Raw -495717.069447 + Penalty 4038.030138 = -491679.039310
  nChanged 1
		SP:Iteration 64Q (8785.430000 sec): 3 clusters
  Score: Raw -495717.600718 + Penalty 4038.030138 = -491679.570581
  nChanged 2
		SP:Iteration 65Q (8785.440000 sec): 3 clusters
  Score: Raw -495718.055380 + Penalty 4038.030138 = -491680.025242
  nChanged 3
		SP:Iteration 66Q (8785.450000 sec): 3 clusters
  Score: Raw -495719.581400 + Penalty 4038.030138 = -491681.551262
  nChanged 1
		SP:Iteration 67Q (8785.460000 sec): 3 clusters
  Score: Raw -495720.002440 + Penalty 4038.030138 = -491681.972303
  nChanged 4
		SP:Iteration 68Q (8785.470000 sec): 3 clusters
  Score: Raw -495722.597957 + Penalty 4038.030138 = -491684.567820
  nChanged 7
		SP:Iteration 69Q (8785.480000 sec): 3 clusters
  Score: Raw -495726.421646 + Penalty 4038.030138 = -491688.391508
  nChanged 7
		SP:Iteration 70Q (8785.490000 sec): 3 clusters
  Score: Raw -495729.260885 + Penalty 4038.030138 = -491691.230747
  nChanged 3
		SP:Iteration 71Q (8785.500000 sec): 3 clusters
  Score: Raw -495730.269484 + Penalty 4038.030138 = -491692.239346
  nChanged 2
		SP:Iteration 72Q (8785.510000 sec): 3 clusters
  Score: Raw -495730.660404 + Penalty 4038.030138 = -491692.630267
  nChanged 0
		SP:Iteration 73F (8785.520000 sec): 3 clusters
  Score: Raw -495730.660404 + Penalty 4038.030138 = -491692.630267
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8785.530000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8785.530000 sec): 3 clusters
  Score: Raw -126974.881610 + Penalty 3350.283633 = -123624.597976
  nChanged 197
		SP:Iteration 1F (8785.530000 sec): 3 clusters
  Score: Raw -127257.424839 + Penalty 3350.283633 = -123907.141206
  nChanged 52
		SP:Iteration 2F (8785.530000 sec): 3 clusters
  Score: Raw -127361.262007 + Penalty 3350.283633 = -124010.978374
  nChanged 28
		SP:Iteration 3Q (8785.540000 sec): 3 clusters
  Score: Raw -127402.191591 + Penalty 3350.283633 = -124051.907957
  nChanged 12
		SP:Iteration 4Q (8785.540000 sec): 3 clusters
  Score: Raw -127417.438287 + Penalty 3350.283633 = -124067.154653
  nChanged 9
		SP:Iteration 5Q (8785.550000 sec): 3 clusters
  Score: Raw -127432.737442 + Penalty 3350.283633 = -124082.453809
  nChanged 9
		SP:Iteration 6Q (8785.550000 sec): 3 clusters
  Score: Raw -127443.861294 + Penalty 3350.283633 = -124093.577660
  nChanged 6
		SP:Iteration 7Q (8785.550000 sec): 3 clusters
  Score: Raw -127450.636352 + Penalty 3350.283633 = -124100.352718
  nChanged 5
		SP:Iteration 8Q (8785.550000 sec): 3 clusters
  Score: Raw -127457.555555 + Penalty 3350.283633 = -124107.271921
  nChanged 4
		SP:Iteration 9Q (8785.550000 sec): 3 clusters
  Score: Raw -127461.791984 + Penalty 3350.283633 = -124111.508350
  nChanged 1
		SP:Iteration 10Q (8785.560000 sec): 3 clusters
  Score: Raw -127465.504321 + Penalty 3350.283633 = -124115.220688
  nChanged 1
		SP:Iteration 11Q (8785.560000 sec): 3 clusters
  Score: Raw -127467.010353 + Penalty 3350.283633 = -124116.726720
  nChanged 1
		SP:Iteration 12Q (8785.570000 sec): 3 clusters
  Score: Raw -127470.630910 + Penalty 3350.283633 = -124120.347277
  nChanged 3
		SP:Iteration 13Q (8785.570000 sec): 3 clusters
  Score: Raw -127472.991745 + Penalty 3350.283633 = -124122.708111
  nChanged 0
		SP:Iteration 14F (8785.570000 sec): 3 clusters
  Score: Raw -127472.991745 + Penalty 3350.283633 = -124122.708111
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8785.570000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8785.570000 sec): 3 clusters
  Score: Raw -33646.254566 + Penalty 2756.186719 = -30890.067847
  nChanged 29
		SP:Iteration 1F (8785.570000 sec): 3 clusters
  Score: Raw -33741.567217 + Penalty 2756.186719 = -30985.380498
  nChanged 6
		SP:Iteration 2Q (8785.570000 sec): 3 clusters
  Score: Raw -33767.979039 + Penalty 2756.186719 = -31011.792320
  nChanged 2
		SP:Iteration 3Q (8785.580000 sec): 3 clusters
  Score: Raw -33774.344479 + Penalty 2756.186719 = -31018.157760
  nChanged 2
		SP:Iteration 4Q (8785.580000 sec): 3 clusters
  Score: Raw -33776.935076 + Penalty 2756.186719 = -31020.748357
  nChanged 2
		SP:Iteration 5Q (8785.580000 sec): 3 clusters
  Score: Raw -33782.605085 + Penalty 2756.186719 = -31026.418366
  nChanged 4
		SP:Iteration 6Q (8785.580000 sec): 3 clusters
  Score: Raw -33799.841171 + Penalty 2756.186719 = -31043.654452
  nChanged 4
		SP:Iteration 7Q (8785.580000 sec): 3 clusters
  Score: Raw -33815.151545 + Penalty 2756.186719 = -31058.964827
  nChanged 4
		SP:Iteration 8Q (8785.580000 sec): 3 clusters
  Score: Raw -33852.165753 + Penalty 2756.186719 = -31095.979035
  nChanged 4
		SP:Iteration 9Q (8785.580000 sec): 3 clusters
  Score: Raw -33876.250973 + Penalty 2756.186719 = -31120.064255
  nChanged 2
		SP:Iteration 10Q (8785.580000 sec): 3 clusters
  Score: Raw -33885.805993 + Penalty 2756.186719 = -31129.619275
  nChanged 1
		SP:Iteration 11Q (8785.580000 sec): 3 clusters
  Score: Raw -33890.535885 + Penalty 2756.186719 = -31134.349167
  nChanged 1
		SP:Iteration 12Q (8785.590000 sec): 3 clusters
  Score: Raw -33896.272636 + Penalty 2756.186719 = -31140.085918
  nChanged 0
		SP:Iteration 13F (8785.590000 sec): 3 clusters
  Score: Raw -33896.272636 + Penalty 2756.186719 = -31140.085918
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8785.630000 sec): 2 clusters
  Score: Raw -2059139.694813 + Penalty 2363.951249 = -2056775.743564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8785.680000 sec): 3 clusters
  Score: Raw -2051309.200339 + Penalty 4727.902497 = -2046581.297841
  nChanged 5954
		SP:Iteration 1F (8785.730000 sec): 3 clusters
  Score: Raw -2054533.329156 + Penalty 4727.902497 = -2049805.426658
  nChanged 886
		SP:Iteration 2F (8785.780000 sec): 3 clusters
  Score: Raw -2054911.141550 + Penalty 4727.902497 = -2050183.239053
  nChanged 702
		SP:Iteration 3F (8785.830000 sec): 3 clusters
  Score: Raw -2055201.990665 + Penalty 4727.902497 = -2050474.088168
  nChanged 612
		SP:Iteration 4Q (8785.880000 sec): 3 clusters
  Score: Raw -2055477.292367 + Penalty 4727.902497 = -2050749.389869
  nChanged 576
		SP:Iteration 5Q (8785.930000 sec): 3 clusters
  Score: Raw -2055745.780321 + Penalty 4727.902497 = -2051017.877824
  nChanged 535
		SP:Iteration 6Q (8785.970000 sec): 3 clusters
  Score: Raw -2056021.621163 + Penalty 4727.902497 = -2051293.718666
  nChanged 544
		SP:Iteration 7Q (8786.020000 sec): 3 clusters
  Score: Raw -2056333.586387 + Penalty 4727.902497 = -2051605.683889
  nChanged 583
		SP:Iteration 8Q (8786.070000 sec): 3 clusters
  Score: Raw -2056720.057914 + Penalty 4727.902497 = -2051992.155416
  nChanged 626
		SP:Iteration 9Q (8786.120000 sec): 3 clusters
  Score: Raw -2057167.183606 + Penalty 4727.902497 = -2052439.281108
  nChanged 550
		SP:Iteration 10Q (8786.170000 sec): 3 clusters
  Score: Raw -2057560.533513 + Penalty 4727.902497 = -2052832.631016
  nChanged 516
		SP:Iteration 11Q (8786.210000 sec): 3 clusters
  Score: Raw -2057895.982265 + Penalty 4727.902497 = -2053168.079768
  nChanged 412
		SP:Iteration 12Q (8786.260000 sec): 3 clusters
  Score: Raw -2058171.197006 + Penalty 4727.902497 = -2053443.294508
  nChanged 357
		SP:Iteration 13Q (8786.310000 sec): 3 clusters
  Score: Raw -2058416.374344 + Penalty 4727.902497 = -2053688.471847
  nChanged 293
		SP:Iteration 14Q (8786.350000 sec): 3 clusters
  Score: Raw -2058589.920833 + Penalty 4727.902497 = -2053862.018336
  nChanged 241
		SP:Iteration 15Q (8786.390000 sec): 3 clusters
  Score: Raw -2058730.472864 + Penalty 4727.902497 = -2054002.570366
  nChanged 190
		SP:Iteration 16Q (8786.430000 sec): 3 clusters
  Score: Raw -2058833.070055 + Penalty 4727.902497 = -2054105.167557
  nChanged 158
		SP:Iteration 17Q (8786.480000 sec): 3 clusters
  Score: Raw -2058914.072183 + Penalty 4727.902497 = -2054186.169686
  nChanged 143
		SP:Iteration 18Q (8786.520000 sec): 3 clusters
  Score: Raw -2058981.218198 + Penalty 4727.902497 = -2054253.315701
  nChanged 113
		SP:Iteration 19Q (8786.560000 sec): 3 clusters
  Score: Raw -2059026.190950 + Penalty 4727.902497 = -2054298.288452
  nChanged 91
		SP:Iteration 20F (8786.610000 sec): 3 clusters
  Score: Raw -2059068.544105 + Penalty 4727.902497 = -2054340.641608
  nChanged 96
		SP:Iteration 21Q (8786.650000 sec): 3 clusters
  Score: Raw -2059114.253489 + Penalty 4727.902497 = -2054386.350992
  nChanged 90
		SP:Iteration 22Q (8786.690000 sec): 3 clusters
  Score: Raw -2059158.498326 + Penalty 4727.902497 = -2054430.595828
  nChanged 75
		SP:Iteration 23Q (8786.730000 sec): 3 clusters
  Score: Raw -2059191.960090 + Penalty 4727.902497 = -2054464.057593
  nChanged 73
		SP:Iteration 24Q (8786.770000 sec): 3 clusters
  Score: Raw -2059224.413768 + Penalty 4727.902497 = -2054496.511271
  nChanged 65
		SP:Iteration 25Q (8786.800000 sec): 3 clusters
  Score: Raw -2059255.134376 + Penalty 4727.902497 = -2054527.231879
  nChanged 67
		SP:Iteration 26Q (8786.840000 sec): 3 clusters
  Score: Raw -2059285.129306 + Penalty 4727.902497 = -2054557.226808
  nChanged 56
		SP:Iteration 27Q (8786.880000 sec): 3 clusters
  Score: Raw -2059310.964145 + Penalty 4727.902497 = -2054583.061648
  nChanged 55
		SP:Iteration 28Q (8786.920000 sec): 3 clusters
  Score: Raw -2059335.960878 + Penalty 4727.902497 = -2054608.058380
  nChanged 45
		SP:Iteration 29Q (8786.960000 sec): 3 clusters
  Score: Raw -2059360.284310 + Penalty 4727.902497 = -2054632.381812
  nChanged 33
		SP:Iteration 30Q (8787.000000 sec): 3 clusters
  Score: Raw -2059378.530157 + Penalty 4727.902497 = -2054650.627659
  nChanged 37
		SP:Iteration 31Q (8787.030000 sec): 3 clusters
  Score: Raw -2059397.935423 + Penalty 4727.902497 = -2054670.032925
  nChanged 29
		SP:Iteration 32Q (8787.070000 sec): 3 clusters
  Score: Raw -2059411.796450 + Penalty 4727.902497 = -2054683.893953
  nChanged 23
		SP:Iteration 33Q (8787.110000 sec): 3 clusters
  Score: Raw -2059421.791758 + Penalty 4727.902497 = -2054693.889261
  nChanged 20
		SP:Iteration 34Q (8787.150000 sec): 3 clusters
  Score: Raw -2059430.929208 + Penalty 4727.902497 = -2054703.026710
  nChanged 21
		SP:Iteration 35Q (8787.190000 sec): 3 clusters
  Score: Raw -2059440.387634 + Penalty 4727.902497 = -2054712.485136
  nChanged 23
		SP:Iteration 36Q (8787.220000 sec): 3 clusters
  Score: Raw -2059453.827247 + Penalty 4727.902497 = -2054725.924749
  nChanged 30
		SP:Iteration 37Q (8787.260000 sec): 3 clusters
  Score: Raw -2059468.095807 + Penalty 4727.902497 = -2054740.193310
  nChanged 25
		SP:Iteration 38Q (8787.300000 sec): 3 clusters
  Score: Raw -2059480.015710 + Penalty 4727.902497 = -2054752.113213
  nChanged 22
		SP:Iteration 39Q (8787.330000 sec): 3 clusters
  Score: Raw -2059491.593613 + Penalty 4727.902497 = -2054763.691116
  nChanged 20
		SP:Iteration 40F (8787.380000 sec): 3 clusters
  Score: Raw -2059499.079512 + Penalty 4727.902497 = -2054771.177015
  nChanged 6
		SP:Iteration 41Q (8787.420000 sec): 3 clusters
  Score: Raw -2059501.823225 + Penalty 4727.902497 = -2054773.920727
  nChanged 7
		SP:Iteration 42Q (8787.450000 sec): 3 clusters
  Score: Raw -2059505.367639 + Penalty 4727.902497 = -2054777.465142
  nChanged 6
		SP:Iteration 43Q (8787.490000 sec): 3 clusters
  Score: Raw -2059507.329453 + Penalty 4727.902497 = -2054779.426956
  nChanged 3
		SP:Iteration 44Q (8787.530000 sec): 3 clusters
  Score: Raw -2059508.951512 + Penalty 4727.902497 = -2054781.049014
  nChanged 3
		SP:Iteration 45Q (8787.570000 sec): 3 clusters
  Score: Raw -2059510.053058 + Penalty 4727.902497 = -2054782.150561
  nChanged 1
		SP:Iteration 46Q (8787.610000 sec): 3 clusters
  Score: Raw -2059510.404495 + Penalty 4727.902497 = -2054782.501998
  nChanged 2
		SP:Iteration 47Q (8787.640000 sec): 3 clusters
  Score: Raw -2059511.763002 + Penalty 4727.902497 = -2054783.860505
  nChanged 7
		SP:Iteration 48Q (8787.680000 sec): 3 clusters
  Score: Raw -2059514.279419 + Penalty 4727.902497 = -2054786.376921
  nChanged 9
		SP:Iteration 49Q (8787.720000 sec): 3 clusters
  Score: Raw -2059518.279651 + Penalty 4727.902497 = -2054790.377154
  nChanged 6
		SP:Iteration 50Q (8787.760000 sec): 3 clusters
  Score: Raw -2059520.096848 + Penalty 4727.902497 = -2054792.194351
  nChanged 4
		SP:Iteration 51Q (8787.790000 sec): 3 clusters
  Score: Raw -2059521.824885 + Penalty 4727.902497 = -2054793.922388
  nChanged 3
		SP:Iteration 52Q (8787.830000 sec): 3 clusters
  Score: Raw -2059523.365087 + Penalty 4727.902497 = -2054795.462590
  nChanged 0
		SP:Iteration 53F (8787.880000 sec): 3 clusters
  Score: Raw -2059523.365087 + Penalty 4727.902497 = -2054795.462590
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8788.110000 sec): 2 clusters
  Score: Raw -10201756.024203 + Penalty 2765.905493 = -10198990.118710
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8788.370000 sec): 3 clusters
  Score: Raw -10157738.212453 + Penalty 5531.810985 = -10152206.401468
  nChanged 32596
		SP:Iteration 1F (8788.630000 sec): 3 clusters
  Score: Raw -10176482.837969 + Penalty 5531.810985 = -10170951.026984
  nChanged 3370
		SP:Iteration 2Q (8788.890000 sec): 3 clusters
  Score: Raw -10177850.920492 + Penalty 5531.810985 = -10172319.109507
  nChanged 4080
		SP:Iteration 3F (8789.150000 sec): 3 clusters
  Score: Raw -10179960.765781 + Penalty 5531.810985 = -10174428.954796
  nChanged 4949
		SP:Iteration 4F (8789.410000 sec): 3 clusters
  Score: Raw -10183168.423150 + Penalty 5531.810985 = -10177636.612165
  nChanged 5485
		SP:Iteration 5F (8789.660000 sec): 3 clusters
  Score: Raw -10187374.374758 + Penalty 5531.810985 = -10181842.563773
  nChanged 5310
		SP:Iteration 6F (8789.920000 sec): 3 clusters
  Score: Raw -10191789.336070 + Penalty 5531.810985 = -10186257.525085
  nChanged 4501
		SP:Iteration 7F (8790.180000 sec): 3 clusters
  Score: Raw -10195859.788704 + Penalty 5531.810985 = -10190327.977719
  nChanged 3252
		SP:Iteration 8Q (8790.440000 sec): 3 clusters
  Score: Raw -10198808.637953 + Penalty 5531.810985 = -10193276.826968
  nChanged 1947
		SP:Iteration 9Q (8790.680000 sec): 3 clusters
  Score: Raw -10200535.366965 + Penalty 5531.810985 = -10195003.555980
  nChanged 973
		SP:Iteration 10Q (8790.920000 sec): 3 clusters
  Score: Raw -10201338.905283 + Penalty 5531.810985 = -10195807.094298
  nChanged 424
		SP:Iteration 11Q (8791.130000 sec): 3 clusters
  Score: Raw -10201675.445880 + Penalty 5531.810985 = -10196143.634895
  nChanged 204
		SP:Iteration 12Q (8791.330000 sec): 3 clusters
  Score: Raw -10201855.740596 + Penalty 5531.810985 = -10196323.929611
  nChanged 126
		SP:Iteration 13Q (8791.520000 sec): 3 clusters
  Score: Raw -10201962.738946 + Penalty 5531.810985 = -10196430.927961
  nChanged 63
		SP:Iteration 14Q (8791.710000 sec): 3 clusters
  Score: Raw -10202021.956496 + Penalty 5531.810985 = -10196490.145511
  nChanged 43
		SP:Iteration 15Q (8791.900000 sec): 3 clusters
  Score: Raw -10202065.158021 + Penalty 5531.810985 = -10196533.347036
  nChanged 36
		SP:Iteration 16Q (8792.090000 sec): 3 clusters
  Score: Raw -10202101.349739 + Penalty 5531.810985 = -10196569.538754
  nChanged 19
		SP:Iteration 17Q (8792.270000 sec): 3 clusters
  Score: Raw -10202118.397824 + Penalty 5531.810985 = -10196586.586839
  nChanged 11
		SP:Iteration 18Q (8792.460000 sec): 3 clusters
  Score: Raw -10202126.911164 + Penalty 5531.810985 = -10196595.100179
  nChanged 6
		SP:Iteration 19Q (8792.640000 sec): 3 clusters
  Score: Raw -10202133.042201 + Penalty 5531.810985 = -10196601.231216
  nChanged 5
		SP:Iteration 20F (8792.900000 sec): 3 clusters
  Score: Raw -10202137.807120 + Penalty 5531.810985 = -10196605.996135
  nChanged 7
		SP:Iteration 21Q (8793.080000 sec): 3 clusters
  Score: Raw -10202145.049047 + Penalty 5531.810985 = -10196613.238062
  nChanged 8
		SP:Iteration 22Q (8793.260000 sec): 3 clusters
  Score: Raw -10202151.545614 + Penalty 5531.810985 = -10196619.734629
  nChanged 4
		SP:Iteration 23Q (8793.450000 sec): 3 clusters
  Score: Raw -10202156.473148 + Penalty 5531.810985 = -10196624.662163
  nChanged 6
		SP:Iteration 24Q (8793.640000 sec): 3 clusters
  Score: Raw -10202163.395938 + Penalty 5531.810985 = -10196631.584953
  nChanged 8
		SP:Iteration 25Q (8793.820000 sec): 3 clusters
  Score: Raw -10202175.464932 + Penalty 5531.810985 = -10196643.653947
  nChanged 5
		SP:Iteration 26Q (8794.010000 sec): 3 clusters
  Score: Raw -10202178.417185 + Penalty 5531.810985 = -10196646.606200
  nChanged 5
		SP:Iteration 27Q (8794.190000 sec): 3 clusters
  Score: Raw -10202181.901259 + Penalty 5531.810985 = -10196650.090274
  nChanged 3
		SP:Iteration 28Q (8794.370000 sec): 3 clusters
  Score: Raw -10202183.652035 + Penalty 5531.810985 = -10196651.841050
  nChanged 4
		SP:Iteration 29Q (8794.560000 sec): 3 clusters
  Score: Raw -10202188.759269 + Penalty 5531.810985 = -10196656.948284
  nChanged 1
		SP:Iteration 30Q (8794.740000 sec): 3 clusters
  Score: Raw -10202190.686743 + Penalty 5531.810985 = -10196658.875758
  nChanged 2
		SP:Iteration 31Q (8794.920000 sec): 3 clusters
  Score: Raw -10202193.132178 + Penalty 5531.810985 = -10196661.321193
  nChanged 2
		SP:Iteration 32Q (8795.100000 sec): 3 clusters
  Score: Raw -10202195.471168 + Penalty 5531.810985 = -10196663.660183
  nChanged 1
		SP:Iteration 33Q (8795.290000 sec): 3 clusters
  Score: Raw -10202196.437965 + Penalty 5531.810985 = -10196664.626980
  nChanged 0
		SP:Iteration 34F (8795.540000 sec): 3 clusters
  Score: Raw -10202196.437965 + Penalty 5531.810985 = -10196664.626980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8795.580000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8795.590000 sec): 3 clusters
  Score: Raw -385254.617341 + Penalty 3923.652944 = -381330.964397
  nChanged 926
		SP:Iteration 1F (8795.600000 sec): 3 clusters
  Score: Raw -385876.985708 + Penalty 3923.652944 = -381953.332764
  nChanged 216
		SP:Iteration 2F (8795.600000 sec): 3 clusters
  Score: Raw -386034.419999 + Penalty 3923.652944 = -382110.767055
  nChanged 122
		SP:Iteration 3Q (8795.620000 sec): 3 clusters
  Score: Raw -386110.615252 + Penalty 3923.652944 = -382186.962308
  nChanged 72
		SP:Iteration 4Q (8795.620000 sec): 3 clusters
  Score: Raw -386154.482822 + Penalty 3923.652944 = -382230.829878
  nChanged 55
		SP:Iteration 5Q (8795.630000 sec): 3 clusters
  Score: Raw -386187.274875 + Penalty 3923.652944 = -382263.621931
  nChanged 48
		SP:Iteration 6Q (8795.640000 sec): 3 clusters
  Score: Raw -386213.693904 + Penalty 3923.652944 = -382290.040960
  nChanged 31
		SP:Iteration 7Q (8795.650000 sec): 3 clusters
  Score: Raw -386231.746700 + Penalty 3923.652944 = -382308.093756
  nChanged 25
		SP:Iteration 8Q (8795.660000 sec): 3 clusters
  Score: Raw -386245.506926 + Penalty 3923.652944 = -382321.853982
  nChanged 24
		SP:Iteration 9Q (8795.670000 sec): 3 clusters
  Score: Raw -386257.070471 + Penalty 3923.652944 = -382333.417527
  nChanged 22
		SP:Iteration 10Q (8795.680000 sec): 3 clusters
  Score: Raw -386266.087437 + Penalty 3923.652944 = -382342.434493
  nChanged 20
		SP:Iteration 11Q (8795.690000 sec): 3 clusters
  Score: Raw -386275.875997 + Penalty 3923.652944 = -382352.223054
  nChanged 14
		SP:Iteration 12Q (8795.700000 sec): 3 clusters
  Score: Raw -386283.542043 + Penalty 3923.652944 = -382359.889099
  nChanged 12
		SP:Iteration 13Q (8795.710000 sec): 3 clusters
  Score: Raw -386288.510707 + Penalty 3923.652944 = -382364.857763
  nChanged 7
		SP:Iteration 14Q (8795.720000 sec): 3 clusters
  Score: Raw -386291.970481 + Penalty 3923.652944 = -382368.317537
  nChanged 8
		SP:Iteration 15Q (8795.730000 sec): 3 clusters
  Score: Raw -386295.191934 + Penalty 3923.652944 = -382371.538990
  nChanged 4
		SP:Iteration 16Q (8795.740000 sec): 3 clusters
  Score: Raw -386296.697707 + Penalty 3923.652944 = -382373.044763
  nChanged 5
		SP:Iteration 17Q (8795.740000 sec): 3 clusters
  Score: Raw -386299.661522 + Penalty 3923.652944 = -382376.008578
  nChanged 5
		SP:Iteration 18Q (8795.760000 sec): 3 clusters
  Score: Raw -386302.008586 + Penalty 3923.652944 = -382378.355642
  nChanged 3
		SP:Iteration 19Q (8795.760000 sec): 3 clusters
  Score: Raw -386302.608831 + Penalty 3923.652944 = -382378.955887
  nChanged 2
		SP:Iteration 20F (8795.770000 sec): 3 clusters
  Score: Raw -386303.469331 + Penalty 3923.652944 = -382379.816387
  nChanged 2
		SP:Iteration 21Q (8795.780000 sec): 3 clusters
  Score: Raw -386303.895071 + Penalty 3923.652944 = -382380.242128
  nChanged 1
		SP:Iteration 22Q (8795.790000 sec): 3 clusters
  Score: Raw -386304.159741 + Penalty 3923.652944 = -382380.506798
  nChanged 1
		SP:Iteration 23Q (8795.800000 sec): 3 clusters
  Score: Raw -386304.647081 + Penalty 3923.652944 = -382380.994137
  nChanged 2
		SP:Iteration 24Q (8795.810000 sec): 3 clusters
  Score: Raw -386306.135087 + Penalty 3923.652944 = -382382.482143
  nChanged 5
		SP:Iteration 25Q (8795.820000 sec): 3 clusters
  Score: Raw -386307.697533 + Penalty 3923.652944 = -382384.044589
  nChanged 4
		SP:Iteration 26Q (8795.830000 sec): 3 clusters
  Score: Raw -386308.857542 + Penalty 3923.652944 = -382385.204598
  nChanged 3
		SP:Iteration 27Q (8795.840000 sec): 3 clusters
  Score: Raw -386309.600698 + Penalty 3923.652944 = -382385.947755
  nChanged 1
		SP:Iteration 28Q (8795.850000 sec): 3 clusters
  Score: Raw -386309.914883 + Penalty 3923.652944 = -382386.261939
  nChanged 2
		SP:Iteration 29Q (8795.860000 sec): 3 clusters
  Score: Raw -386310.303185 + Penalty 3923.652944 = -382386.650241
  nChanged 1
		SP:Iteration 30Q (8795.870000 sec): 3 clusters
  Score: Raw -386310.427383 + Penalty 3923.652944 = -382386.774439
  nChanged 1
		SP:Iteration 31Q (8795.880000 sec): 3 clusters
  Score: Raw -386310.753870 + Penalty 3923.652944 = -382387.100927
  nChanged 2
		SP:Iteration 32Q (8795.880000 sec): 3 clusters
  Score: Raw -386311.313692 + Penalty 3923.652944 = -382387.660748
  nChanged 3
		SP:Iteration 33Q (8795.900000 sec): 3 clusters
  Score: Raw -386312.562042 + Penalty 3923.652944 = -382388.909099
  nChanged 2
		SP:Iteration 34Q (8795.900000 sec): 3 clusters
  Score: Raw -386313.948985 + Penalty 3923.652944 = -382390.296041
  nChanged 1
		SP:Iteration 35Q (8795.920000 sec): 3 clusters
  Score: Raw -386314.207139 + Penalty 3923.652944 = -382390.554195
  nChanged 1
		SP:Iteration 36Q (8795.920000 sec): 3 clusters
  Score: Raw -386314.528027 + Penalty 3923.652944 = -382390.875084
  nChanged 1
		SP:Iteration 37Q (8795.930000 sec): 3 clusters
  Score: Raw -386314.637164 + Penalty 3923.652944 = -382390.984221
  nChanged 0
		SP:Iteration 38F (8795.940000 sec): 3 clusters
  Score: Raw -386314.637164 + Penalty 3923.652944 = -382390.984221
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8795.950000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8795.950000 sec): 3 clusters
  Score: Raw -168867.316931 + Penalty 3494.272938 = -165373.043993
  nChanged 302
		SP:Iteration 1F (8795.960000 sec): 3 clusters
  Score: Raw -169139.873561 + Penalty 3494.272938 = -165645.600623
  nChanged 72
		SP:Iteration 2F (8795.960000 sec): 3 clusters
  Score: Raw -169218.171854 + Penalty 3494.272938 = -165723.898916
  nChanged 30
		SP:Iteration 3Q (8795.960000 sec): 3 clusters
  Score: Raw -169251.287913 + Penalty 3494.272938 = -165757.014975
  nChanged 21
		SP:Iteration 4Q (8795.970000 sec): 3 clusters
  Score: Raw -169275.307265 + Penalty 3494.272938 = -165781.034327
  nChanged 14
		SP:Iteration 5Q (8795.970000 sec): 3 clusters
  Score: Raw -169288.309109 + Penalty 3494.272938 = -165794.036171
  nChanged 10
		SP:Iteration 6Q (8795.980000 sec): 3 clusters
  Score: Raw -169299.287511 + Penalty 3494.272938 = -165805.014573
  nChanged 7
		SP:Iteration 7Q (8795.980000 sec): 3 clusters
  Score: Raw -169305.054600 + Penalty 3494.272938 = -165810.781662
  nChanged 3
		SP:Iteration 8Q (8795.980000 sec): 3 clusters
  Score: Raw -169306.151767 + Penalty 3494.272938 = -165811.878829
  nChanged 3
		SP:Iteration 9Q (8795.990000 sec): 3 clusters
  Score: Raw -169309.085449 + Penalty 3494.272938 = -165814.812510
  nChanged 4
		SP:Iteration 10Q (8795.990000 sec): 3 clusters
  Score: Raw -169312.938422 + Penalty 3494.272938 = -165818.665484
  nChanged 4
		SP:Iteration 11Q (8796.000000 sec): 3 clusters
  Score: Raw -169317.103309 + Penalty 3494.272938 = -165822.830371
  nChanged 3
		SP:Iteration 12Q (8796.000000 sec): 3 clusters
  Score: Raw -169319.789874 + Penalty 3494.272938 = -165825.516936
  nChanged 4
		SP:Iteration 13Q (8796.000000 sec): 3 clusters
  Score: Raw -169323.573023 + Penalty 3494.272938 = -165829.300085
  nChanged 4
		SP:Iteration 14Q (8796.010000 sec): 3 clusters
  Score: Raw -169328.358306 + Penalty 3494.272938 = -165834.085368
  nChanged 6
		SP:Iteration 15Q (8796.010000 sec): 3 clusters
  Score: Raw -169334.898745 + Penalty 3494.272938 = -165840.625807
  nChanged 7
		SP:Iteration 16Q (8796.020000 sec): 3 clusters
  Score: Raw -169341.378820 + Penalty 3494.272938 = -165847.105882
  nChanged 2
		SP:Iteration 17Q (8796.020000 sec): 3 clusters
  Score: Raw -169344.272707 + Penalty 3494.272938 = -165849.999769
  nChanged 6
		SP:Iteration 18Q (8796.020000 sec): 3 clusters
  Score: Raw -169350.271734 + Penalty 3494.272938 = -165855.998795
  nChanged 4
		SP:Iteration 19Q (8796.030000 sec): 3 clusters
  Score: Raw -169354.957013 + Penalty 3494.272938 = -165860.684075
  nChanged 3
		SP:Iteration 20F (8796.030000 sec): 3 clusters
  Score: Raw -169359.253638 + Penalty 3494.272938 = -165864.980700
  nChanged 2
		SP:Iteration 21Q (8796.040000 sec): 3 clusters
  Score: Raw -169360.931221 + Penalty 3494.272938 = -165866.658283
  nChanged 3
		SP:Iteration 22Q (8796.040000 sec): 3 clusters
  Score: Raw -169367.023728 + Penalty 3494.272938 = -165872.750790
  nChanged 4
		SP:Iteration 23Q (8796.040000 sec): 3 clusters
  Score: Raw -169372.161867 + Penalty 3494.272938 = -165877.888929
  nChanged 2
		SP:Iteration 24Q (8796.050000 sec): 3 clusters
  Score: Raw -169374.715266 + Penalty 3494.272938 = -165880.442328
  nChanged 1
		SP:Iteration 25Q (8796.050000 sec): 3 clusters
  Score: Raw -169375.207863 + Penalty 3494.272938 = -165880.934925
  nChanged 2
		SP:Iteration 26Q (8796.050000 sec): 3 clusters
  Score: Raw -169378.278404 + Penalty 3494.272938 = -165884.005466
  nChanged 1
		SP:Iteration 27Q (8796.060000 sec): 3 clusters
  Score: Raw -169381.731275 + Penalty 3494.272938 = -165887.458337
  nChanged 6
		SP:Iteration 28Q (8796.060000 sec): 3 clusters
  Score: Raw -169391.372612 + Penalty 3494.272938 = -165897.099674
  nChanged 8
		SP:Iteration 29Q (8796.060000 sec): 3 clusters
  Score: Raw -169401.295888 + Penalty 3494.272938 = -165907.022950
  nChanged 5
		SP:Iteration 30Q (8796.070000 sec): 3 clusters
  Score: Raw -169407.252119 + Penalty 3494.272938 = -165912.979181
  nChanged 3
		SP:Iteration 31Q (8796.070000 sec): 3 clusters
  Score: Raw -169410.978163 + Penalty 3494.272938 = -165916.705225
  nChanged 1
		SP:Iteration 32Q (8796.080000 sec): 3 clusters
  Score: Raw -169412.256325 + Penalty 3494.272938 = -165917.983387
  nChanged 1
		SP:Iteration 33Q (8796.080000 sec): 3 clusters
  Score: Raw -169412.923052 + Penalty 3494.272938 = -165918.650114
  nChanged 1
		SP:Iteration 34Q (8796.080000 sec): 3 clusters
  Score: Raw -169413.499256 + Penalty 3494.272938 = -165919.226318
  nChanged 2
		SP:Iteration 35Q (8796.090000 sec): 3 clusters
  Score: Raw -169414.570655 + Penalty 3494.272938 = -165920.297717
  nChanged 0
		SP:Iteration 36F (8796.090000 sec): 3 clusters
  Score: Raw -169414.570655 + Penalty 3494.272938 = -165920.297717
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8796.100000 sec): 2 clusters
  Score: Raw -257203.131277 + Penalty 1864.614590 = -255338.516687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8796.110000 sec): 3 clusters
  Score: Raw -256611.474326 + Penalty 3729.229180 = -252882.245146
  nChanged 579
		SP:Iteration 1F (8796.110000 sec): 3 clusters
  Score: Raw -257367.294476 + Penalty 3729.229180 = -253638.065296
  nChanged 204
		SP:Iteration 2F (8796.120000 sec): 3 clusters
  Score: Raw -257834.325330 + Penalty 3729.229180 = -254105.096151
  nChanged 169
		SP:Iteration 3F (8796.120000 sec): 3 clusters
  Score: Raw -258119.612108 + Penalty 3729.229180 = -254390.382928
  nChanged 112
		SP:Iteration 4F (8796.130000 sec): 3 clusters
  Score: Raw -258368.136381 + Penalty 3729.229180 = -254638.907201
  nChanged 100
		SP:Iteration 5F (8796.140000 sec): 3 clusters
  Score: Raw -258588.408398 + Penalty 3729.229180 = -254859.179219
  nChanged 59
		SP:Iteration 6Q (8796.140000 sec): 3 clusters
  Score: Raw -258705.536108 + Penalty 3729.229180 = -254976.306928
  nChanged 42
		SP:Iteration 7Q (8796.150000 sec): 3 clusters
  Score: Raw -258784.601748 + Penalty 3729.229180 = -255055.372568
  nChanged 22
		SP:Iteration 8Q (8796.160000 sec): 3 clusters
  Score: Raw -258814.816649 + Penalty 3729.229180 = -255085.587469
  nChanged 10
		SP:Iteration 9Q (8796.160000 sec): 3 clusters
  Score: Raw -258826.729664 + Penalty 3729.229180 = -255097.500485
  nChanged 7
		SP:Iteration 10Q (8796.170000 sec): 3 clusters
  Score: Raw -258831.919522 + Penalty 3729.229180 = -255102.690342
  nChanged 3
		SP:Iteration 11Q (8796.170000 sec): 3 clusters
  Score: Raw -258834.903162 + Penalty 3729.229180 = -255105.673982
  nChanged 0
		SP:Iteration 12F (8796.180000 sec): 3 clusters
  Score: Raw -258834.903162 + Penalty 3729.229180 = -255105.673982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10860 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8796.220000 sec): 2 clusters
  Score: Raw -1659453.063701 + Penalty 2304.624715 = -1657148.438986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8796.250000 sec): 3 clusters
  Score: Raw -1653460.682295 + Penalty 4609.249430 = -1648851.432865
  nChanged 4541
		SP:Iteration 1F (8796.290000 sec): 3 clusters
  Score: Raw -1655827.379096 + Penalty 4609.249430 = -1651218.129666
  nChanged 673
		SP:Iteration 2F (8796.330000 sec): 3 clusters
  Score: Raw -1656111.847427 + Penalty 4609.249430 = -1651502.597997
  nChanged 520
		SP:Iteration 3Q (8796.360000 sec): 3 clusters
  Score: Raw -1656309.260208 + Penalty 4609.249430 = -1651700.010778
  nChanged 397
		SP:Iteration 4Q (8796.400000 sec): 3 clusters
  Score: Raw -1656441.578569 + Penalty 4609.249430 = -1651832.329139
  nChanged 323
		SP:Iteration 5Q (8796.440000 sec): 3 clusters
  Score: Raw -1656556.521437 + Penalty 4609.249430 = -1651947.272007
  nChanged 304
		SP:Iteration 6Q (8796.480000 sec): 3 clusters
  Score: Raw -1656674.777762 + Penalty 4609.249430 = -1652065.528332
  nChanged 334
		SP:Iteration 7Q (8796.510000 sec): 3 clusters
  Score: Raw -1656815.123124 + Penalty 4609.249430 = -1652205.873693
  nChanged 362
		SP:Iteration 8Q (8796.550000 sec): 3 clusters
  Score: Raw -1656976.001582 + Penalty 4609.249430 = -1652366.752151
  nChanged 402
		SP:Iteration 9Q (8796.590000 sec): 3 clusters
  Score: Raw -1657169.728975 + Penalty 4609.249430 = -1652560.479545
  nChanged 422
		SP:Iteration 10Q (8796.630000 sec): 3 clusters
  Score: Raw -1657390.392629 + Penalty 4609.249430 = -1652781.143199
  nChanged 478
		SP:Iteration 11Q (8796.660000 sec): 3 clusters
  Score: Raw -1657694.118152 + Penalty 4609.249430 = -1653084.868722
  nChanged 512
		SP:Iteration 12Q (8796.700000 sec): 3 clusters
  Score: Raw -1658057.694885 + Penalty 4609.249430 = -1653448.445455
  nChanged 483
		SP:Iteration 13Q (8796.740000 sec): 3 clusters
  Score: Raw -1658433.988041 + Penalty 4609.249430 = -1653824.738610
  nChanged 455
		SP:Iteration 14Q (8796.780000 sec): 3 clusters
  Score: Raw -1658825.055687 + Penalty 4609.249430 = -1654215.806257
  nChanged 347
		SP:Iteration 15Q (8796.810000 sec): 3 clusters
  Score: Raw -1659114.521076 + Penalty 4609.249430 = -1654505.271646
  nChanged 250
		SP:Iteration 16Q (8796.840000 sec): 3 clusters
  Score: Raw -1659334.734387 + Penalty 4609.249430 = -1654725.484956
  nChanged 147
		SP:Iteration 17Q (8796.880000 sec): 3 clusters
  Score: Raw -1659476.663842 + Penalty 4609.249430 = -1654867.414412
  nChanged 102
		SP:Iteration 18Q (8796.910000 sec): 3 clusters
  Score: Raw -1659583.365267 + Penalty 4609.249430 = -1654974.115837
  nChanged 58
		SP:Iteration 19Q (8796.940000 sec): 3 clusters
  Score: Raw -1659647.632874 + Penalty 4609.249430 = -1655038.383444
  nChanged 37
		SP:Iteration 20F (8796.980000 sec): 3 clusters
  Score: Raw -1659678.604075 + Penalty 4609.249430 = -1655069.354645
  nChanged 24
		SP:Iteration 21Q (8797.010000 sec): 3 clusters
  Score: Raw -1659707.708300 + Penalty 4609.249430 = -1655098.458869
  nChanged 24
		SP:Iteration 22Q (8797.040000 sec): 3 clusters
  Score: Raw -1659741.554894 + Penalty 4609.249430 = -1655132.305463
  nChanged 19
		SP:Iteration 23Q (8797.070000 sec): 3 clusters
  Score: Raw -1659764.402199 + Penalty 4609.249430 = -1655155.152769
  nChanged 9
		SP:Iteration 24Q (8797.100000 sec): 3 clusters
  Score: Raw -1659775.054851 + Penalty 4609.249430 = -1655165.805420
  nChanged 9
		SP:Iteration 25Q (8797.120000 sec): 3 clusters
  Score: Raw -1659785.345635 + Penalty 4609.249430 = -1655176.096204
  nChanged 7
		SP:Iteration 26Q (8797.150000 sec): 3 clusters
  Score: Raw -1659791.789409 + Penalty 4609.249430 = -1655182.539979
  nChanged 3
		SP:Iteration 27Q (8797.180000 sec): 3 clusters
  Score: Raw -1659795.241990 + Penalty 4609.249430 = -1655185.992560
  nChanged 3
		SP:Iteration 28Q (8797.210000 sec): 3 clusters
  Score: Raw -1659797.985138 + Penalty 4609.249430 = -1655188.735707
  nChanged 3
		SP:Iteration 29Q (8797.240000 sec): 3 clusters
  Score: Raw -1659800.866443 + Penalty 4609.249430 = -1655191.617013
  nChanged 1
		SP:Iteration 30Q (8797.260000 sec): 3 clusters
  Score: Raw -1659801.977626 + Penalty 4609.249430 = -1655192.728196
  nChanged 2
		SP:Iteration 31Q (8797.290000 sec): 3 clusters
  Score: Raw -1659805.007938 + Penalty 4609.249430 = -1655195.758508
  nChanged 3
		SP:Iteration 32Q (8797.320000 sec): 3 clusters
  Score: Raw -1659807.325918 + Penalty 4609.249430 = -1655198.076488
  nChanged 0
		SP:Iteration 33F (8797.360000 sec): 3 clusters
  Score: Raw -1659807.325918 + Penalty 4609.249430 = -1655198.076488
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8797.400000 sec): 2 clusters
  Score: Raw -1984877.391907 + Penalty 2369.515328 = -1982507.876579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8797.450000 sec): 3 clusters
  Score: Raw -1976946.222862 + Penalty 4739.030657 = -1972207.192206
  nChanged 6052
		SP:Iteration 1F (8797.500000 sec): 3 clusters
  Score: Raw -1980292.791211 + Penalty 4739.030657 = -1975553.760555
  nChanged 875
		SP:Iteration 2F (8797.550000 sec): 3 clusters
  Score: Raw -1980708.541175 + Penalty 4739.030657 = -1975969.510519
  nChanged 761
		SP:Iteration 3F (8797.600000 sec): 3 clusters
  Score: Raw -1981056.574484 + Penalty 4739.030657 = -1976317.543827
  nChanged 672
		SP:Iteration 4Q (8797.650000 sec): 3 clusters
  Score: Raw -1981389.600368 + Penalty 4739.030657 = -1976650.569712
  nChanged 665
		SP:Iteration 5Q (8797.700000 sec): 3 clusters
  Score: Raw -1981721.947014 + Penalty 4739.030657 = -1976982.916357
  nChanged 618
		SP:Iteration 6Q (8797.750000 sec): 3 clusters
  Score: Raw -1982047.577211 + Penalty 4739.030657 = -1977308.546555
  nChanged 586
		SP:Iteration 7Q (8797.800000 sec): 3 clusters
  Score: Raw -1982357.455872 + Penalty 4739.030657 = -1977618.425216
  nChanged 527
		SP:Iteration 8Q (8797.840000 sec): 3 clusters
  Score: Raw -1982646.774539 + Penalty 4739.030657 = -1977907.743882
  nChanged 505
		SP:Iteration 9Q (8797.900000 sec): 3 clusters
  Score: Raw -1982939.839371 + Penalty 4739.030657 = -1978200.808715
  nChanged 503
		SP:Iteration 10Q (8797.940000 sec): 3 clusters
  Score: Raw -1983236.835930 + Penalty 4739.030657 = -1978497.805274
  nChanged 455
		SP:Iteration 11Q (8797.990000 sec): 3 clusters
  Score: Raw -1983526.701685 + Penalty 4739.030657 = -1978787.671029
  nChanged 439
		SP:Iteration 12Q (8798.040000 sec): 3 clusters
  Score: Raw -1983812.891406 + Penalty 4739.030657 = -1979073.860749
  nChanged 382
		SP:Iteration 13Q (8798.090000 sec): 3 clusters
  Score: Raw -1984043.650925 + Penalty 4739.030657 = -1979304.620268
  nChanged 311
		SP:Iteration 14Q (8798.130000 sec): 3 clusters
  Score: Raw -1984202.668353 + Penalty 4739.030657 = -1979463.637697
  nChanged 245
		SP:Iteration 15Q (8798.180000 sec): 3 clusters
  Score: Raw -1984329.419591 + Penalty 4739.030657 = -1979590.388935
  nChanged 213
		SP:Iteration 16Q (8798.220000 sec): 3 clusters
  Score: Raw -1984443.149332 + Penalty 4739.030657 = -1979704.118675
  nChanged 195
		SP:Iteration 17Q (8798.270000 sec): 3 clusters
  Score: Raw -1984542.404701 + Penalty 4739.030657 = -1979803.374044
  nChanged 177
		SP:Iteration 18Q (8798.310000 sec): 3 clusters
  Score: Raw -1984622.800484 + Penalty 4739.030657 = -1979883.769827
  nChanged 147
		SP:Iteration 19Q (8798.360000 sec): 3 clusters
  Score: Raw -1984686.194440 + Penalty 4739.030657 = -1979947.163784
  nChanged 122
		SP:Iteration 20F (8798.410000 sec): 3 clusters
  Score: Raw -1984742.613042 + Penalty 4739.030657 = -1980003.582386
  nChanged 135
		SP:Iteration 21Q (8798.450000 sec): 3 clusters
  Score: Raw -1984800.131128 + Penalty 4739.030657 = -1980061.100472
  nChanged 104
		SP:Iteration 22Q (8798.490000 sec): 3 clusters
  Score: Raw -1984845.996738 + Penalty 4739.030657 = -1980106.966081
  nChanged 86
		SP:Iteration 23Q (8798.540000 sec): 3 clusters
  Score: Raw -1984879.152706 + Penalty 4739.030657 = -1980140.122049
  nChanged 73
		SP:Iteration 24Q (8798.580000 sec): 3 clusters
  Score: Raw -1984901.404786 + Penalty 4739.030657 = -1980162.374129
  nChanged 52
		SP:Iteration 25Q (8798.620000 sec): 3 clusters
  Score: Raw -1984919.297436 + Penalty 4739.030657 = -1980180.266779
  nChanged 51
		SP:Iteration 26Q (8798.660000 sec): 3 clusters
  Score: Raw -1984936.306487 + Penalty 4739.030657 = -1980197.275830
  nChanged 52
		SP:Iteration 27Q (8798.700000 sec): 3 clusters
  Score: Raw -1984955.419607 + Penalty 4739.030657 = -1980216.388951
  nChanged 51
		SP:Iteration 28Q (8798.740000 sec): 3 clusters
  Score: Raw -1984976.689477 + Penalty 4739.030657 = -1980237.658821
  nChanged 56
		SP:Iteration 29Q (8798.780000 sec): 3 clusters
  Score: Raw -1984999.065814 + Penalty 4739.030657 = -1980260.035158
  nChanged 56
		SP:Iteration 30Q (8798.820000 sec): 3 clusters
  Score: Raw -1985027.943743 + Penalty 4739.030657 = -1980288.913087
  nChanged 65
		SP:Iteration 31Q (8798.860000 sec): 3 clusters
  Score: Raw -1985061.096629 + Penalty 4739.030657 = -1980322.065972
  nChanged 54
		SP:Iteration 32Q (8798.900000 sec): 3 clusters
  Score: Raw -1985088.121282 + Penalty 4739.030657 = -1980349.090625
  nChanged 49
		SP:Iteration 33Q (8798.940000 sec): 3 clusters
  Score: Raw -1985109.499423 + Penalty 4739.030657 = -1980370.468767
  nChanged 48
		SP:Iteration 34Q (8798.980000 sec): 3 clusters
  Score: Raw -1985131.262517 + Penalty 4739.030657 = -1980392.231861
  nChanged 46
		SP:Iteration 35Q (8799.020000 sec): 3 clusters
  Score: Raw -1985149.351660 + Penalty 4739.030657 = -1980410.321004
  nChanged 28
		SP:Iteration 36Q (8799.060000 sec): 3 clusters
  Score: Raw -1985160.460066 + Penalty 4739.030657 = -1980421.429410
  nChanged 32
		SP:Iteration 37Q (8799.100000 sec): 3 clusters
  Score: Raw -1985172.615250 + Penalty 4739.030657 = -1980433.584593
  nChanged 27
		SP:Iteration 38Q (8799.140000 sec): 3 clusters
  Score: Raw -1985182.775225 + Penalty 4739.030657 = -1980443.744568
  nChanged 24
		SP:Iteration 39Q (8799.180000 sec): 3 clusters
  Score: Raw -1985190.760176 + Penalty 4739.030657 = -1980451.729519
  nChanged 25
		SP:Iteration 40F (8799.220000 sec): 3 clusters
  Score: Raw -1985201.214204 + Penalty 4739.030657 = -1980462.183548
  nChanged 17
		SP:Iteration 41Q (8799.260000 sec): 3 clusters
  Score: Raw -1985206.879101 + Penalty 4739.030657 = -1980467.848444
  nChanged 18
		SP:Iteration 42Q (8799.300000 sec): 3 clusters
  Score: Raw -1985212.263795 + Penalty 4739.030657 = -1980473.233139
  nChanged 14
		SP:Iteration 43Q (8799.340000 sec): 3 clusters
  Score: Raw -1985216.101850 + Penalty 4739.030657 = -1980477.071194
  nChanged 8
		SP:Iteration 44Q (8799.380000 sec): 3 clusters
  Score: Raw -1985219.041586 + Penalty 4739.030657 = -1980480.010930
  nChanged 7
		SP:Iteration 45Q (8799.420000 sec): 3 clusters
  Score: Raw -1985221.091113 + Penalty 4739.030657 = -1980482.060456
  nChanged 3
		SP:Iteration 46Q (8799.460000 sec): 3 clusters
  Score: Raw -1985222.010128 + Penalty 4739.030657 = -1980482.979472
  nChanged 4
		SP:Iteration 47Q (8799.500000 sec): 3 clusters
  Score: Raw -1985222.658256 + Penalty 4739.030657 = -1980483.627599
  nChanged 2
		SP:Iteration 48Q (8799.540000 sec): 3 clusters
  Score: Raw -1985223.398692 + Penalty 4739.030657 = -1980484.368036
  nChanged 2
		SP:Iteration 49Q (8799.580000 sec): 3 clusters
  Score: Raw -1985224.353684 + Penalty 4739.030657 = -1980485.323027
  nChanged 3
		SP:Iteration 50Q (8799.620000 sec): 3 clusters
  Score: Raw -1985225.316059 + Penalty 4739.030657 = -1980486.285403
  nChanged 6
		SP:Iteration 51Q (8799.650000 sec): 3 clusters
  Score: Raw -1985226.992389 + Penalty 4739.030657 = -1980487.961732
  nChanged 7
		SP:Iteration 52Q (8799.690000 sec): 3 clusters
  Score: Raw -1985228.309108 + Penalty 4739.030657 = -1980489.278451
  nChanged 3
		SP:Iteration 53Q (8799.730000 sec): 3 clusters
  Score: Raw -1985228.991858 + Penalty 4739.030657 = -1980489.961202
  nChanged 8
		SP:Iteration 54Q (8799.770000 sec): 3 clusters
  Score: Raw -1985232.405055 + Penalty 4739.030657 = -1980493.374398
  nChanged 9
		SP:Iteration 55Q (8799.810000 sec): 3 clusters
  Score: Raw -1985234.769810 + Penalty 4739.030657 = -1980495.739153
  nChanged 5
		SP:Iteration 56Q (8799.850000 sec): 3 clusters
  Score: Raw -1985236.473662 + Penalty 4739.030657 = -1980497.443006
  nChanged 6
		SP:Iteration 57Q (8799.880000 sec): 3 clusters
  Score: Raw -1985238.023882 + Penalty 4739.030657 = -1980498.993225
  nChanged 6
		SP:Iteration 58Q (8799.920000 sec): 3 clusters
  Score: Raw -1985239.425416 + Penalty 4739.030657 = -1980500.394760
  nChanged 5
		SP:Iteration 59Q (8799.960000 sec): 3 clusters
  Score: Raw -1985240.942775 + Penalty 4739.030657 = -1980501.912118
  nChanged 6
		SP:Iteration 60F (8800.010000 sec): 3 clusters
  Score: Raw -1985243.205900 + Penalty 4739.030657 = -1980504.175243
  nChanged 4
		SP:Iteration 61Q (8800.050000 sec): 3 clusters
  Score: Raw -1985244.570082 + Penalty 4739.030657 = -1980505.539425
  nChanged 4
		SP:Iteration 62Q (8800.090000 sec): 3 clusters
  Score: Raw -1985246.504801 + Penalty 4739.030657 = -1980507.474144
  nChanged 9
		SP:Iteration 63Q (8800.130000 sec): 3 clusters
  Score: Raw -1985250.576142 + Penalty 4739.030657 = -1980511.545485
  nChanged 12
		SP:Iteration 64Q (8800.160000 sec): 3 clusters
  Score: Raw -1985254.320715 + Penalty 4739.030657 = -1980515.290058
  nChanged 11
		SP:Iteration 65Q (8800.200000 sec): 3 clusters
  Score: Raw -1985257.815261 + Penalty 4739.030657 = -1980518.784605
  nChanged 11
		SP:Iteration 66Q (8800.240000 sec): 3 clusters
  Score: Raw -1985262.091146 + Penalty 4739.030657 = -1980523.060490
  nChanged 14
		SP:Iteration 67Q (8800.280000 sec): 3 clusters
  Score: Raw -1985267.364623 + Penalty 4739.030657 = -1980528.333967
  nChanged 14
		SP:Iteration 68Q (8800.320000 sec): 3 clusters
  Score: Raw -1985273.786490 + Penalty 4739.030657 = -1980534.755834
  nChanged 18
		SP:Iteration 69Q (8800.360000 sec): 3 clusters
  Score: Raw -1985279.867654 + Penalty 4739.030657 = -1980540.836997
  nChanged 16
		SP:Iteration 70Q (8800.400000 sec): 3 clusters
  Score: Raw -1985286.827488 + Penalty 4739.030657 = -1980547.796831
  nChanged 22
		SP:Iteration 71Q (8800.440000 sec): 3 clusters
  Score: Raw -1985297.234990 + Penalty 4739.030657 = -1980558.204333
  nChanged 20
		SP:Iteration 72Q (8800.470000 sec): 3 clusters
  Score: Raw -1985305.312897 + Penalty 4739.030657 = -1980566.282240
  nChanged 14
		SP:Iteration 73Q (8800.510000 sec): 3 clusters
  Score: Raw -1985311.033009 + Penalty 4739.030657 = -1980572.002352
  nChanged 16
		SP:Iteration 74Q (8800.550000 sec): 3 clusters
  Score: Raw -1985317.011331 + Penalty 4739.030657 = -1980577.980674
  nChanged 12
		SP:Iteration 75Q (8800.590000 sec): 3 clusters
  Score: Raw -1985320.697211 + Penalty 4739.030657 = -1980581.666554
  nChanged 10
		SP:Iteration 76Q (8800.620000 sec): 3 clusters
  Score: Raw -1985325.230222 + Penalty 4739.030657 = -1980586.199565
  nChanged 6
		SP:Iteration 77Q (8800.660000 sec): 3 clusters
  Score: Raw -1985327.437358 + Penalty 4739.030657 = -1980588.406702
  nChanged 8
		SP:Iteration 78Q (8800.700000 sec): 3 clusters
  Score: Raw -1985332.342767 + Penalty 4739.030657 = -1980593.312111
  nChanged 13
		SP:Iteration 79Q (8800.740000 sec): 3 clusters
  Score: Raw -1985339.558404 + Penalty 4739.030657 = -1980600.527747
  nChanged 14
		SP:Iteration 80F (8800.790000 sec): 3 clusters
  Score: Raw -1985346.994517 + Penalty 4739.030657 = -1980607.963861
  nChanged 11
		SP:Iteration 81Q (8800.820000 sec): 3 clusters
  Score: Raw -1985352.909837 + Penalty 4739.030657 = -1980613.879181
  nChanged 10
		SP:Iteration 82Q (8800.860000 sec): 3 clusters
  Score: Raw -1985356.637198 + Penalty 4739.030657 = -1980617.606541
  nChanged 10
		SP:Iteration 83Q (8800.900000 sec): 3 clusters
  Score: Raw -1985359.929339 + Penalty 4739.030657 = -1980620.898683
  nChanged 9
		SP:Iteration 84Q (8800.940000 sec): 3 clusters
  Score: Raw -1985362.470515 + Penalty 4739.030657 = -1980623.439859
  nChanged 4
		SP:Iteration 85Q (8800.980000 sec): 3 clusters
  Score: Raw -1985363.619775 + Penalty 4739.030657 = -1980624.589119
  nChanged 4
		SP:Iteration 86Q (8801.010000 sec): 3 clusters
  Score: Raw -1985364.554103 + Penalty 4739.030657 = -1980625.523446
  nChanged 3
		SP:Iteration 87Q (8801.050000 sec): 3 clusters
  Score: Raw -1985365.119258 + Penalty 4739.030657 = -1980626.088601
  nChanged 1
		SP:Iteration 88Q (8801.090000 sec): 3 clusters
  Score: Raw -1985366.315817 + Penalty 4739.030657 = -1980627.285161
  nChanged 4
		SP:Iteration 89Q (8801.130000 sec): 3 clusters
  Score: Raw -1985367.803667 + Penalty 4739.030657 = -1980628.773010
  nChanged 3
		SP:Iteration 90Q (8801.160000 sec): 3 clusters
  Score: Raw -1985368.911108 + Penalty 4739.030657 = -1980629.880452
  nChanged 6
		SP:Iteration 91Q (8801.200000 sec): 3 clusters
  Score: Raw -1985370.919896 + Penalty 4739.030657 = -1980631.889239
  nChanged 3
		SP:Iteration 92Q (8801.240000 sec): 3 clusters
  Score: Raw -1985372.431018 + Penalty 4739.030657 = -1980633.400361
  nChanged 2
		SP:Iteration 93Q (8801.280000 sec): 3 clusters
  Score: Raw -1985373.015437 + Penalty 4739.030657 = -1980633.984781
  nChanged 3
		SP:Iteration 94Q (8801.310000 sec): 3 clusters
  Score: Raw -1985373.936427 + Penalty 4739.030657 = -1980634.905770
  nChanged 4
		SP:Iteration 95Q (8801.350000 sec): 3 clusters
  Score: Raw -1985375.059806 + Penalty 4739.030657 = -1980636.029150
  nChanged 3
		SP:Iteration 96Q (8801.390000 sec): 3 clusters
  Score: Raw -1985376.003302 + Penalty 4739.030657 = -1980636.972645
  nChanged 8
		SP:Iteration 97Q (8801.420000 sec): 3 clusters
  Score: Raw -1985379.499601 + Penalty 4739.030657 = -1980640.468945
  nChanged 8
		SP:Iteration 98Q (8801.460000 sec): 3 clusters
  Score: Raw -1985383.417617 + Penalty 4739.030657 = -1980644.386961
  nChanged 9
		SP:Iteration 99Q (8801.500000 sec): 3 clusters
  Score: Raw -1985386.165774 + Penalty 4739.030657 = -1980647.135118
  nChanged 5
		SP:Iteration 100F (8801.550000 sec): 3 clusters
  Score: Raw -1985387.797163 + Penalty 4739.030657 = -1980648.766507
  nChanged 5
		SP:Iteration 101Q (8801.590000 sec): 3 clusters
  Score: Raw -1985389.170595 + Penalty 4739.030657 = -1980650.139939
  nChanged 4
		SP:Iteration 102Q (8801.620000 sec): 3 clusters
  Score: Raw -1985390.472050 + Penalty 4739.030657 = -1980651.441394
  nChanged 1
		SP:Iteration 103Q (8801.660000 sec): 3 clusters
  Score: Raw -1985390.656772 + Penalty 4739.030657 = -1980651.626116
  nChanged 0
		SP:Iteration 104F (8801.710000 sec): 3 clusters
  Score: Raw -1985390.656772 + Penalty 4739.030657 = -1980651.626116
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8801.720000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8801.720000 sec): 3 clusters
  Score: Raw -73224.152800 + Penalty 3074.445443 = -70149.707356
  nChanged 67
		SP:Iteration 1F (8801.720000 sec): 3 clusters
  Score: Raw -73341.640837 + Penalty 3074.445443 = -70267.195394
  nChanged 26
		SP:Iteration 2F (8801.720000 sec): 3 clusters
  Score: Raw -73397.660221 + Penalty 3074.445443 = -70323.214778
  nChanged 7
		SP:Iteration 3Q (8801.720000 sec): 3 clusters
  Score: Raw -73411.538663 + Penalty 3074.445443 = -70337.093219
  nChanged 2
		SP:Iteration 4Q (8801.720000 sec): 3 clusters
  Score: Raw -73415.028553 + Penalty 3074.445443 = -70340.583109
  nChanged 0
		SP:Iteration 5F (8801.730000 sec): 3 clusters
  Score: Raw -73415.028553 + Penalty 3074.445443 = -70340.583109
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8801.740000 sec): 2 clusters
  Score: Raw -309815.793004 + Penalty 1905.598267 = -307910.194737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8801.740000 sec): 3 clusters
  Score: Raw -308960.662548 + Penalty 3811.196534 = -305149.466014
  nChanged 672
		SP:Iteration 1F (8801.750000 sec): 3 clusters
  Score: Raw -309467.734379 + Penalty 3811.196534 = -305656.537844
  nChanged 176
		SP:Iteration 2F (8801.760000 sec): 3 clusters
  Score: Raw -309622.200964 + Penalty 3811.196534 = -305811.004430
  nChanged 86
		SP:Iteration 3Q (8801.770000 sec): 3 clusters
  Score: Raw -309696.238981 + Penalty 3811.196534 = -305885.042446
  nChanged 59
		SP:Iteration 4Q (8801.780000 sec): 3 clusters
  Score: Raw -309744.764805 + Penalty 3811.196534 = -305933.568271
  nChanged 30
		SP:Iteration 5Q (8801.780000 sec): 3 clusters
  Score: Raw -309765.297041 + Penalty 3811.196534 = -305954.100507
  nChanged 17
		SP:Iteration 6Q (8801.790000 sec): 3 clusters
  Score: Raw -309777.057350 + Penalty 3811.196534 = -305965.860815
  nChanged 20
		SP:Iteration 7Q (8801.800000 sec): 3 clusters
  Score: Raw -309788.881019 + Penalty 3811.196534 = -305977.684485
  nChanged 15
		SP:Iteration 8Q (8801.800000 sec): 3 clusters
  Score: Raw -309797.168231 + Penalty 3811.196534 = -305985.971697
  nChanged 11
		SP:Iteration 9Q (8801.810000 sec): 3 clusters
  Score: Raw -309803.264341 + Penalty 3811.196534 = -305992.067807
  nChanged 8
		SP:Iteration 10Q (8801.820000 sec): 3 clusters
  Score: Raw -309809.401779 + Penalty 3811.196534 = -305998.205244
  nChanged 6
		SP:Iteration 11Q (8801.830000 sec): 3 clusters
  Score: Raw -309812.667194 + Penalty 3811.196534 = -306001.470660
  nChanged 8
		SP:Iteration 12Q (8801.840000 sec): 3 clusters
  Score: Raw -309817.353517 + Penalty 3811.196534 = -306006.156982
  nChanged 3
		SP:Iteration 13Q (8801.840000 sec): 3 clusters
  Score: Raw -309818.747941 + Penalty 3811.196534 = -306007.551407
  nChanged 7
		SP:Iteration 14Q (8801.850000 sec): 3 clusters
  Score: Raw -309821.331206 + Penalty 3811.196534 = -306010.134672
  nChanged 2
		SP:Iteration 15Q (8801.860000 sec): 3 clusters
  Score: Raw -309822.456236 + Penalty 3811.196534 = -306011.259702
  nChanged 1
		SP:Iteration 16Q (8801.860000 sec): 3 clusters
  Score: Raw -309823.347362 + Penalty 3811.196534 = -306012.150828
  nChanged 3
		SP:Iteration 17Q (8801.870000 sec): 3 clusters
  Score: Raw -309825.268904 + Penalty 3811.196534 = -306014.072370
  nChanged 2
		SP:Iteration 18Q (8801.880000 sec): 3 clusters
  Score: Raw -309825.906790 + Penalty 3811.196534 = -306014.710256
  nChanged 2
		SP:Iteration 19Q (8801.890000 sec): 3 clusters
  Score: Raw -309826.823297 + Penalty 3811.196534 = -306015.626763
  nChanged 0
		SP:Iteration 20F (8801.900000 sec): 3 clusters
  Score: Raw -309826.823297 + Penalty 3811.196534 = -306015.626763
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8802.000000 sec): 2 clusters
  Score: Raw -4594677.129706 + Penalty 2568.397217 = -4592108.732489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8802.120000 sec): 3 clusters
  Score: Raw -4575748.952228 + Penalty 5136.794433 = -4570612.157794
  nChanged 14264
		SP:Iteration 1F (8802.230000 sec): 3 clusters
  Score: Raw -4583260.507406 + Penalty 5136.794433 = -4578123.712973
  nChanged 1483
		SP:Iteration 2Q (8802.350000 sec): 3 clusters
  Score: Raw -4583777.514095 + Penalty 5136.794433 = -4578640.719661
  nChanged 1419
		SP:Iteration 3Q (8802.460000 sec): 3 clusters
  Score: Raw -4584325.934878 + Penalty 5136.794433 = -4579189.140444
  nChanged 1525
		SP:Iteration 4Q (8802.580000 sec): 3 clusters
  Score: Raw -4584991.133713 + Penalty 5136.794433 = -4579854.339279
  nChanged 1671
		SP:Iteration 5F (8802.700000 sec): 3 clusters
  Score: Raw -4585860.860609 + Penalty 5136.794433 = -4580724.066175
  nChanged 1897
		SP:Iteration 6F (8802.820000 sec): 3 clusters
  Score: Raw -4586984.430191 + Penalty 5136.794433 = -4581847.635757
  nChanged 2083
		SP:Iteration 7F (8802.930000 sec): 3 clusters
  Score: Raw -4588406.983608 + Penalty 5136.794433 = -4583270.189174
  nChanged 2077
		SP:Iteration 8F (8803.040000 sec): 3 clusters
  Score: Raw -4589887.762884 + Penalty 5136.794433 = -4584750.968451
  nChanged 1796
		SP:Iteration 9F (8803.150000 sec): 3 clusters
  Score: Raw -4591098.767757 + Penalty 5136.794433 = -4585961.973323
  nChanged 1429
		SP:Iteration 10Q (8803.270000 sec): 3 clusters
  Score: Raw -4591954.490173 + Penalty 5136.794433 = -4586817.695739
  nChanged 1021
		SP:Iteration 11Q (8803.380000 sec): 3 clusters
  Score: Raw -4592521.550712 + Penalty 5136.794433 = -4587384.756279
  nChanged 827
		SP:Iteration 12Q (8803.490000 sec): 3 clusters
  Score: Raw -4593053.035655 + Penalty 5136.794433 = -4587916.241221
  nChanged 733
		SP:Iteration 13Q (8803.600000 sec): 3 clusters
  Score: Raw -4593741.812110 + Penalty 5136.794433 = -4588605.017677
  nChanged 629
		SP:Iteration 14Q (8803.720000 sec): 3 clusters
  Score: Raw -4594710.104078 + Penalty 5136.794433 = -4589573.309644
  nChanged 382
		SP:Iteration 15Q (8803.820000 sec): 3 clusters
  Score: Raw -4595317.711706 + Penalty 5136.794433 = -4590180.917273
  nChanged 252
		SP:Iteration 16Q (8803.910000 sec): 3 clusters
  Score: Raw -4595485.421473 + Penalty 5136.794433 = -4590348.627040
  nChanged 191
		SP:Iteration 17Q (8804.000000 sec): 3 clusters
  Score: Raw -4595567.967798 + Penalty 5136.794433 = -4590431.173364
  nChanged 136
		SP:Iteration 18Q (8804.090000 sec): 3 clusters
  Score: Raw -4595614.679862 + Penalty 5136.794433 = -4590477.885428
  nChanged 90
		SP:Iteration 19Q (8804.180000 sec): 3 clusters
  Score: Raw -4595641.477192 + Penalty 5136.794433 = -4590504.682758
  nChanged 61
		SP:Iteration 20F (8804.290000 sec): 3 clusters
  Score: Raw -4595657.169145 + Penalty 5136.794433 = -4590520.374711
  nChanged 51
		SP:Iteration 21Q (8804.380000 sec): 3 clusters
  Score: Raw -4595670.329503 + Penalty 5136.794433 = -4590533.535070
  nChanged 47
		SP:Iteration 22Q (8804.470000 sec): 3 clusters
  Score: Raw -4595680.952781 + Penalty 5136.794433 = -4590544.158348
  nChanged 44
		SP:Iteration 23Q (8804.560000 sec): 3 clusters
  Score: Raw -4595690.869306 + Penalty 5136.794433 = -4590554.074873
  nChanged 30
		SP:Iteration 24Q (8804.640000 sec): 3 clusters
  Score: Raw -4595695.128928 + Penalty 5136.794433 = -4590558.334495
  nChanged 17
		SP:Iteration 25Q (8804.730000 sec): 3 clusters
  Score: Raw -4595697.291538 + Penalty 5136.794433 = -4590560.497105
  nChanged 11
		SP:Iteration 26Q (8804.820000 sec): 3 clusters
  Score: Raw -4595698.624839 + Penalty 5136.794433 = -4590561.830406
  nChanged 8
		SP:Iteration 27Q (8804.910000 sec): 3 clusters
  Score: Raw -4595700.205274 + Penalty 5136.794433 = -4590563.410840
  nChanged 7
		SP:Iteration 28Q (8805.000000 sec): 3 clusters
  Score: Raw -4595701.017488 + Penalty 5136.794433 = -4590564.223055
  nChanged 4
		SP:Iteration 29Q (8805.080000 sec): 3 clusters
  Score: Raw -4595701.320891 + Penalty 5136.794433 = -4590564.526458
  nChanged 2
		SP:Iteration 30Q (8805.170000 sec): 3 clusters
  Score: Raw -4595701.608650 + Penalty 5136.794433 = -4590564.814217
  nChanged 4
		SP:Iteration 31Q (8805.260000 sec): 3 clusters
  Score: Raw -4595702.285834 + Penalty 5136.794433 = -4590565.491401
  nChanged 7
		SP:Iteration 32Q (8805.340000 sec): 3 clusters
  Score: Raw -4595703.705937 + Penalty 5136.794433 = -4590566.911504
  nChanged 7
		SP:Iteration 33Q (8805.430000 sec): 3 clusters
  Score: Raw -4595705.596252 + Penalty 5136.794433 = -4590568.801819
  nChanged 7
		SP:Iteration 34Q (8805.520000 sec): 3 clusters
  Score: Raw -4595707.167135 + Penalty 5136.794433 = -4590570.372702
  nChanged 4
		SP:Iteration 35Q (8805.600000 sec): 3 clusters
  Score: Raw -4595707.436067 + Penalty 5136.794433 = -4590570.641634
  nChanged 3
		SP:Iteration 36Q (8805.690000 sec): 3 clusters
  Score: Raw -4595707.823404 + Penalty 5136.794433 = -4590571.028970
  nChanged 5
		SP:Iteration 37Q (8805.780000 sec): 3 clusters
  Score: Raw -4595708.298274 + Penalty 5136.794433 = -4590571.503840
  nChanged 3
		SP:Iteration 38Q (8805.860000 sec): 3 clusters
  Score: Raw -4595708.819002 + Penalty 5136.794433 = -4590572.024569
  nChanged 6
		SP:Iteration 39Q (8805.950000 sec): 3 clusters
  Score: Raw -4595709.567443 + Penalty 5136.794433 = -4590572.773010
  nChanged 3
		SP:Iteration 40F (8806.060000 sec): 3 clusters
  Score: Raw -4595710.158368 + Penalty 5136.794433 = -4590573.363935
  nChanged 4
		SP:Iteration 41Q (8806.150000 sec): 3 clusters
  Score: Raw -4595710.896642 + Penalty 5136.794433 = -4590574.102209
  nChanged 4
		SP:Iteration 42Q (8806.240000 sec): 3 clusters
  Score: Raw -4595711.511861 + Penalty 5136.794433 = -4590574.717427
  nChanged 5
		SP:Iteration 43Q (8806.320000 sec): 3 clusters
  Score: Raw -4595712.722701 + Penalty 5136.794433 = -4590575.928268
  nChanged 6
		SP:Iteration 44Q (8806.410000 sec): 3 clusters
  Score: Raw -4595714.078782 + Penalty 5136.794433 = -4590577.284349
  nChanged 8
		SP:Iteration 45Q (8806.500000 sec): 3 clusters
  Score: Raw -4595715.554944 + Penalty 5136.794433 = -4590578.760510
  nChanged 10
		SP:Iteration 46Q (8806.590000 sec): 3 clusters
  Score: Raw -4595717.594735 + Penalty 5136.794433 = -4590580.800301
  nChanged 10
		SP:Iteration 47Q (8806.680000 sec): 3 clusters
  Score: Raw -4595719.756119 + Penalty 5136.794433 = -4590582.961685
  nChanged 6
		SP:Iteration 48Q (8806.760000 sec): 3 clusters
  Score: Raw -4595721.029320 + Penalty 5136.794433 = -4590584.234886
  nChanged 6
		SP:Iteration 49Q (8806.850000 sec): 3 clusters
  Score: Raw -4595722.245175 + Penalty 5136.794433 = -4590585.450741
  nChanged 4
		SP:Iteration 50Q (8806.940000 sec): 3 clusters
  Score: Raw -4595722.927902 + Penalty 5136.794433 = -4590586.133468
  nChanged 4
		SP:Iteration 51Q (8807.020000 sec): 3 clusters
  Score: Raw -4595723.391910 + Penalty 5136.794433 = -4590586.597476
  nChanged 2
		SP:Iteration 52Q (8807.110000 sec): 3 clusters
  Score: Raw -4595723.882546 + Penalty 5136.794433 = -4590587.088112
  nChanged 3
		SP:Iteration 53Q (8807.200000 sec): 3 clusters
  Score: Raw -4595724.364012 + Penalty 5136.794433 = -4590587.569579
  nChanged 2
		SP:Iteration 54Q (8807.290000 sec): 3 clusters
  Score: Raw -4595725.016886 + Penalty 5136.794433 = -4590588.222453
  nChanged 5
		SP:Iteration 55Q (8807.380000 sec): 3 clusters
  Score: Raw -4595726.122475 + Penalty 5136.794433 = -4590589.328042
  nChanged 6
		SP:Iteration 56Q (8807.460000 sec): 3 clusters
  Score: Raw -4595726.790346 + Penalty 5136.794433 = -4590589.995913
  nChanged 0
		SP:Iteration 57F (8807.580000 sec): 3 clusters
  Score: Raw -4595726.790346 + Penalty 5136.794433 = -4590589.995913
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8807.910000 sec): 2 clusters
  Score: Raw -14339023.494785 + Penalty 2851.716528 = -14336171.778257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8808.280000 sec): 3 clusters
  Score: Raw -14275916.205105 + Penalty 5703.433055 = -14270212.772049
  nChanged 46494
		SP:Iteration 1F (8808.640000 sec): 3 clusters
  Score: Raw -14302223.752182 + Penalty 5703.433055 = -14296520.319127
  nChanged 3156
		SP:Iteration 2Q (8809.020000 sec): 3 clusters
  Score: Raw -14302973.580954 + Penalty 5703.433055 = -14297270.147898
  nChanged 3298
		SP:Iteration 3Q (8809.390000 sec): 3 clusters
  Score: Raw -14303820.217694 + Penalty 5703.433055 = -14298116.784639
  nChanged 3397
		SP:Iteration 4Q (8809.760000 sec): 3 clusters
  Score: Raw -14304776.501051 + Penalty 5703.433055 = -14299073.067996
  nChanged 3575
		SP:Iteration 5Q (8810.140000 sec): 3 clusters
  Score: Raw -14305942.625123 + Penalty 5703.433055 = -14300239.192068
  nChanged 3934
		SP:Iteration 6Q (8810.510000 sec): 3 clusters
  Score: Raw -14307425.824335 + Penalty 5703.433055 = -14301722.391280
  nChanged 4335
		SP:Iteration 7Q (8810.880000 sec): 3 clusters
  Score: Raw -14309413.425500 + Penalty 5703.433055 = -14303709.992444
  nChanged 5023
		SP:Iteration 8F (8811.240000 sec): 3 clusters
  Score: Raw -14312139.522542 + Penalty 5703.433055 = -14306436.089487
  nChanged 5485
		SP:Iteration 9F (8811.600000 sec): 3 clusters
  Score: Raw -14315483.640180 + Penalty 5703.433055 = -14309780.207125
  nChanged 5658
		SP:Iteration 10F (8811.960000 sec): 3 clusters
  Score: Raw -14319149.709038 + Penalty 5703.433055 = -14313446.275983
  nChanged 5278
		SP:Iteration 11F (8812.320000 sec): 3 clusters
  Score: Raw -14322327.694537 + Penalty 5703.433055 = -14316624.261482
  nChanged 4294
		SP:Iteration 12Q (8812.670000 sec): 3 clusters
  Score: Raw -14324452.306649 + Penalty 5703.433055 = -14318748.873594
  nChanged 3265
		SP:Iteration 13Q (8813.020000 sec): 3 clusters
  Score: Raw -14325778.063584 + Penalty 5703.433055 = -14320074.630529
  nChanged 2496
		SP:Iteration 14Q (8813.360000 sec): 3 clusters
  Score: Raw -14326702.644621 + Penalty 5703.433055 = -14320999.211566
  nChanged 2169
		SP:Iteration 15Q (8813.690000 sec): 3 clusters
  Score: Raw -14327526.325616 + Penalty 5703.433055 = -14321822.892561
  nChanged 2118
		SP:Iteration 16Q (8814.030000 sec): 3 clusters
  Score: Raw -14328390.559048 + Penalty 5703.433055 = -14322687.125993
  nChanged 2165
		SP:Iteration 17Q (8814.350000 sec): 3 clusters
  Score: Raw -14329375.195427 + Penalty 5703.433055 = -14323671.762372
  nChanged 2237
		SP:Iteration 18Q (8814.680000 sec): 3 clusters
  Score: Raw -14330454.075720 + Penalty 5703.433055 = -14324750.642665
  nChanged 2137
		SP:Iteration 19Q (8814.990000 sec): 3 clusters
  Score: Raw -14331549.951940 + Penalty 5703.433055 = -14325846.518885
  nChanged 2085
		SP:Iteration 20F (8815.350000 sec): 3 clusters
  Score: Raw -14332651.438966 + Penalty 5703.433055 = -14326948.005911
  nChanged 1925
		SP:Iteration 21Q (8815.660000 sec): 3 clusters
  Score: Raw -14333709.781348 + Penalty 5703.433055 = -14328006.348293
  nChanged 1804
		SP:Iteration 22Q (8815.960000 sec): 3 clusters
  Score: Raw -14334723.619770 + Penalty 5703.433055 = -14329020.186715
  nChanged 1557
		SP:Iteration 23Q (8816.260000 sec): 3 clusters
  Score: Raw -14335613.909800 + Penalty 5703.433055 = -14329910.476744
  nChanged 1405
		SP:Iteration 24Q (8816.540000 sec): 3 clusters
  Score: Raw -14336468.968274 + Penalty 5703.433055 = -14330765.535219
  nChanged 1199
		SP:Iteration 25Q (8816.820000 sec): 3 clusters
  Score: Raw -14337223.735341 + Penalty 5703.433055 = -14331520.302286
  nChanged 993
		SP:Iteration 26Q (8817.100000 sec): 3 clusters
  Score: Raw -14337856.054641 + Penalty 5703.433055 = -14332152.621586
  nChanged 769
		SP:Iteration 27Q (8817.380000 sec): 3 clusters
  Score: Raw -14338329.586045 + Penalty 5703.433055 = -14332626.152990
  nChanged 579
		SP:Iteration 28Q (8817.650000 sec): 3 clusters
  Score: Raw -14338648.672315 + Penalty 5703.433055 = -14332945.239260
  nChanged 420
		SP:Iteration 29Q (8817.910000 sec): 3 clusters
  Score: Raw -14338851.114767 + Penalty 5703.433055 = -14333147.681712
  nChanged 311
		SP:Iteration 30Q (8818.180000 sec): 3 clusters
  Score: Raw -14338984.024211 + Penalty 5703.433055 = -14333280.591156
  nChanged 267
		SP:Iteration 31Q (8818.450000 sec): 3 clusters
  Score: Raw -14339088.206842 + Penalty 5703.433055 = -14333384.773787
  nChanged 202
		SP:Iteration 32Q (8818.710000 sec): 3 clusters
  Score: Raw -14339171.496987 + Penalty 5703.433055 = -14333468.063931
  nChanged 169
		SP:Iteration 33Q (8818.970000 sec): 3 clusters
  Score: Raw -14339244.388382 + Penalty 5703.433055 = -14333540.955327
  nChanged 139
		SP:Iteration 34Q (8819.230000 sec): 3 clusters
  Score: Raw -14339301.043795 + Penalty 5703.433055 = -14333597.610740
  nChanged 108
		SP:Iteration 35Q (8819.490000 sec): 3 clusters
  Score: Raw -14339341.356668 + Penalty 5703.433055 = -14333637.923613
  nChanged 96
		SP:Iteration 36Q (8819.750000 sec): 3 clusters
  Score: Raw -14339380.170972 + Penalty 5703.433055 = -14333676.737917
  nChanged 76
		SP:Iteration 37Q (8820.010000 sec): 3 clusters
  Score: Raw -14339409.320374 + Penalty 5703.433055 = -14333705.887319
  nChanged 63
		SP:Iteration 38Q (8820.260000 sec): 3 clusters
  Score: Raw -14339435.059338 + Penalty 5703.433055 = -14333731.626283
  nChanged 58
		SP:Iteration 39Q (8820.520000 sec): 3 clusters
  Score: Raw -14339454.226491 + Penalty 5703.433055 = -14333750.793436
  nChanged 50
		SP:Iteration 40F (8820.870000 sec): 3 clusters
  Score: Raw -14339476.410660 + Penalty 5703.433055 = -14333772.977605
  nChanged 50
		SP:Iteration 41Q (8821.130000 sec): 3 clusters
  Score: Raw -14339502.785183 + Penalty 5703.433055 = -14333799.352128
  nChanged 53
		SP:Iteration 42Q (8821.380000 sec): 3 clusters
  Score: Raw -14339526.651916 + Penalty 5703.433055 = -14333823.218861
  nChanged 36
		SP:Iteration 43Q (8821.640000 sec): 3 clusters
  Score: Raw -14339543.309258 + Penalty 5703.433055 = -14333839.876203
  nChanged 39
		SP:Iteration 44Q (8821.890000 sec): 3 clusters
  Score: Raw -14339560.985075 + Penalty 5703.433055 = -14333857.552020
  nChanged 36
		SP:Iteration 45Q (8822.150000 sec): 3 clusters
  Score: Raw -14339578.975500 + Penalty 5703.433055 = -14333875.542445
  nChanged 37
		SP:Iteration 46Q (8822.410000 sec): 3 clusters
  Score: Raw -14339596.214698 + Penalty 5703.433055 = -14333892.781643
  nChanged 34
		SP:Iteration 47Q (8822.670000 sec): 3 clusters
  Score: Raw -14339612.511362 + Penalty 5703.433055 = -14333909.078307
  nChanged 26
		SP:Iteration 48Q (8822.920000 sec): 3 clusters
  Score: Raw -14339624.440327 + Penalty 5703.433055 = -14333921.007272
  nChanged 23
		SP:Iteration 49Q (8823.180000 sec): 3 clusters
  Score: Raw -14339634.198911 + Penalty 5703.433055 = -14333930.765856
  nChanged 19
		SP:Iteration 50Q (8823.430000 sec): 3 clusters
  Score: Raw -14339641.589610 + Penalty 5703.433055 = -14333938.156554
  nChanged 16
		SP:Iteration 51Q (8823.690000 sec): 3 clusters
  Score: Raw -14339652.968633 + Penalty 5703.433055 = -14333949.535577
  nChanged 18
		SP:Iteration 52Q (8823.950000 sec): 3 clusters
  Score: Raw -14339661.399945 + Penalty 5703.433055 = -14333957.966890
  nChanged 14
		SP:Iteration 53Q (8824.200000 sec): 3 clusters
  Score: Raw -14339667.077573 + Penalty 5703.433055 = -14333963.644518
  nChanged 9
		SP:Iteration 54Q (8824.450000 sec): 3 clusters
  Score: Raw -14339670.100262 + Penalty 5703.433055 = -14333966.667207
  nChanged 10
		SP:Iteration 55Q (8824.710000 sec): 3 clusters
  Score: Raw -14339675.511158 + Penalty 5703.433055 = -14333972.078103
  nChanged 18
		SP:Iteration 56Q (8824.970000 sec): 3 clusters
  Score: Raw -14339684.136369 + Penalty 5703.433055 = -14333980.703314
  nChanged 23
		SP:Iteration 57Q (8825.220000 sec): 3 clusters
  Score: Raw -14339697.720097 + Penalty 5703.433055 = -14333994.287042
  nChanged 25
		SP:Iteration 58Q (8825.470000 sec): 3 clusters
  Score: Raw -14339711.532119 + Penalty 5703.433055 = -14334008.099063
  nChanged 20
		SP:Iteration 59Q (8825.730000 sec): 3 clusters
  Score: Raw -14339722.039951 + Penalty 5703.433055 = -14334018.606896
  nChanged 30
		SP:Iteration 60F (8826.080000 sec): 3 clusters
  Score: Raw -14339740.058757 + Penalty 5703.433055 = -14334036.625702
  nChanged 32
		SP:Iteration 61Q (8826.330000 sec): 3 clusters
  Score: Raw -14339758.547340 + Penalty 5703.433055 = -14334055.114285
  nChanged 21
		SP:Iteration 62Q (8826.590000 sec): 3 clusters
  Score: Raw -14339768.394362 + Penalty 5703.433055 = -14334064.961307
  nChanged 21
		SP:Iteration 63Q (8826.850000 sec): 3 clusters
  Score: Raw -14339778.885443 + Penalty 5703.433055 = -14334075.452388
  nChanged 20
		SP:Iteration 64Q (8827.100000 sec): 3 clusters
  Score: Raw -14339788.904917 + Penalty 5703.433055 = -14334085.471862
  nChanged 27
		SP:Iteration 65Q (8827.350000 sec): 3 clusters
  Score: Raw -14339801.313790 + Penalty 5703.433055 = -14334097.880735
  nChanged 23
		SP:Iteration 66Q (8827.610000 sec): 3 clusters
  Score: Raw -14339815.597630 + Penalty 5703.433055 = -14334112.164575
  nChanged 24
		SP:Iteration 67Q (8827.860000 sec): 3 clusters
  Score: Raw -14339832.700608 + Penalty 5703.433055 = -14334129.267553
  nChanged 26
		SP:Iteration 68Q (8828.110000 sec): 3 clusters
  Score: Raw -14339847.167532 + Penalty 5703.433055 = -14334143.734477
  nChanged 28
		SP:Iteration 69Q (8828.370000 sec): 3 clusters
  Score: Raw -14339859.397921 + Penalty 5703.433055 = -14334155.964866
  nChanged 21
		SP:Iteration 70Q (8828.620000 sec): 3 clusters
  Score: Raw -14339871.039533 + Penalty 5703.433055 = -14334167.606478
  nChanged 20
		SP:Iteration 71Q (8828.880000 sec): 3 clusters
  Score: Raw -14339879.335637 + Penalty 5703.433055 = -14334175.902582
  nChanged 13
		SP:Iteration 72Q (8829.130000 sec): 3 clusters
  Score: Raw -14339884.355925 + Penalty 5703.433055 = -14334180.922870
  nChanged 13
		SP:Iteration 73Q (8829.380000 sec): 3 clusters
  Score: Raw -14339889.990311 + Penalty 5703.433055 = -14334186.557255
  nChanged 10
		SP:Iteration 74Q (8829.630000 sec): 3 clusters
  Score: Raw -14339894.604917 + Penalty 5703.433055 = -14334191.171862
  nChanged 8
		SP:Iteration 75Q (8829.880000 sec): 3 clusters
  Score: Raw -14339897.288953 + Penalty 5703.433055 = -14334193.855898
  nChanged 4
		SP:Iteration 76Q (8830.130000 sec): 3 clusters
  Score: Raw -14339899.773186 + Penalty 5703.433055 = -14334196.340130
  nChanged 5
		SP:Iteration 77Q (8830.380000 sec): 3 clusters
  Score: Raw -14339902.586366 + Penalty 5703.433055 = -14334199.153311
  nChanged 4
		SP:Iteration 78Q (8830.640000 sec): 3 clusters
  Score: Raw -14339903.977436 + Penalty 5703.433055 = -14334200.544381
  nChanged 0
		SP:Iteration 79F (8830.990000 sec): 3 clusters
  Score: Raw -14339903.977436 + Penalty 5703.433055 = -14334200.544381
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8831.130000 sec): 2 clusters
  Score: Raw -5651717.706007 + Penalty 2605.046030 = -5649112.659977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8831.260000 sec): 3 clusters
  Score: Raw -5629376.653824 + Penalty 5210.092060 = -5624166.561763
  nChanged 16607
		SP:Iteration 1F (8831.390000 sec): 3 clusters
  Score: Raw -5638428.930826 + Penalty 5210.092060 = -5633218.838766
  nChanged 1520
		SP:Iteration 2Q (8831.530000 sec): 3 clusters
  Score: Raw -5638862.207898 + Penalty 5210.092060 = -5633652.115838
  nChanged 1367
		SP:Iteration 3Q (8831.660000 sec): 3 clusters
  Score: Raw -5639245.595169 + Penalty 5210.092060 = -5634035.503109
  nChanged 1277
		SP:Iteration 4Q (8831.800000 sec): 3 clusters
  Score: Raw -5639603.539571 + Penalty 5210.092060 = -5634393.447511
  nChanged 1257
		SP:Iteration 5Q (8831.940000 sec): 3 clusters
  Score: Raw -5639981.678030 + Penalty 5210.092060 = -5634771.585970
  nChanged 1363
		SP:Iteration 6Q (8832.070000 sec): 3 clusters
  Score: Raw -5640478.497603 + Penalty 5210.092060 = -5635268.405542
  nChanged 1632
		SP:Iteration 7Q (8832.200000 sec): 3 clusters
  Score: Raw -5641244.347705 + Penalty 5210.092060 = -5636034.255644
  nChanged 2030
		SP:Iteration 8F (8832.340000 sec): 3 clusters
  Score: Raw -5642447.527455 + Penalty 5210.092060 = -5637237.435395
  nChanged 2414
		SP:Iteration 9F (8832.460000 sec): 3 clusters
  Score: Raw -5644183.977523 + Penalty 5210.092060 = -5638973.885463
  nChanged 2533
		SP:Iteration 10F (8832.600000 sec): 3 clusters
  Score: Raw -5646322.235651 + Penalty 5210.092060 = -5641112.143591
  nChanged 2353
		SP:Iteration 11F (8832.730000 sec): 3 clusters
  Score: Raw -5648456.525142 + Penalty 5210.092060 = -5643246.433082
  nChanged 1712
		SP:Iteration 12Q (8832.860000 sec): 3 clusters
  Score: Raw -5649999.377510 + Penalty 5210.092060 = -5644789.285449
  nChanged 1039
		SP:Iteration 13Q (8832.980000 sec): 3 clusters
  Score: Raw -5650898.776448 + Penalty 5210.092060 = -5645688.684388
  nChanged 608
		SP:Iteration 14Q (8833.100000 sec): 3 clusters
  Score: Raw -5651395.904670 + Penalty 5210.092060 = -5646185.812610
  nChanged 327
		SP:Iteration 15Q (8833.200000 sec): 3 clusters
  Score: Raw -5651643.374424 + Penalty 5210.092060 = -5646433.282364
  nChanged 180
		SP:Iteration 16Q (8833.300000 sec): 3 clusters
  Score: Raw -5651781.784926 + Penalty 5210.092060 = -5646571.692866
  nChanged 118
		SP:Iteration 17Q (8833.400000 sec): 3 clusters
  Score: Raw -5651868.736909 + Penalty 5210.092060 = -5646658.644849
  nChanged 76
		SP:Iteration 18Q (8833.490000 sec): 3 clusters
  Score: Raw -5651931.863505 + Penalty 5210.092060 = -5646721.771445
  nChanged 39
		SP:Iteration 19Q (8833.590000 sec): 3 clusters
  Score: Raw -5651964.334965 + Penalty 5210.092060 = -5646754.242905
  nChanged 27
		SP:Iteration 20F (8833.720000 sec): 3 clusters
  Score: Raw -5651989.808104 + Penalty 5210.092060 = -5646779.716044
  nChanged 17
		SP:Iteration 21Q (8833.810000 sec): 3 clusters
  Score: Raw -5652004.447738 + Penalty 5210.092060 = -5646794.355677
  nChanged 17
		SP:Iteration 22Q (8833.900000 sec): 3 clusters
  Score: Raw -5652018.365399 + Penalty 5210.092060 = -5646808.273339
  nChanged 15
		SP:Iteration 23Q (8834.000000 sec): 3 clusters
  Score: Raw -5652030.915177 + Penalty 5210.092060 = -5646820.823117
  nChanged 13
		SP:Iteration 24Q (8834.090000 sec): 3 clusters
  Score: Raw -5652040.758266 + Penalty 5210.092060 = -5646830.666206
  nChanged 10
		SP:Iteration 25Q (8834.180000 sec): 3 clusters
  Score: Raw -5652047.924737 + Penalty 5210.092060 = -5646837.832677
  nChanged 7
		SP:Iteration 26Q (8834.270000 sec): 3 clusters
  Score: Raw -5652052.720025 + Penalty 5210.092060 = -5646842.627964
  nChanged 4
		SP:Iteration 27Q (8834.360000 sec): 3 clusters
  Score: Raw -5652057.288749 + Penalty 5210.092060 = -5646847.196689
  nChanged 3
		SP:Iteration 28Q (8834.450000 sec): 3 clusters
  Score: Raw -5652060.340397 + Penalty 5210.092060 = -5646850.248337
  nChanged 3
		SP:Iteration 29Q (8834.540000 sec): 3 clusters
  Score: Raw -5652062.372209 + Penalty 5210.092060 = -5646852.280148
  nChanged 2
		SP:Iteration 30Q (8834.640000 sec): 3 clusters
  Score: Raw -5652064.571439 + Penalty 5210.092060 = -5646854.479379
  nChanged 4
		SP:Iteration 31Q (8834.730000 sec): 3 clusters
  Score: Raw -5652068.457303 + Penalty 5210.092060 = -5646858.365243
  nChanged 4
		SP:Iteration 32Q (8834.820000 sec): 3 clusters
  Score: Raw -5652072.528306 + Penalty 5210.092060 = -5646862.436246
  nChanged 1
		SP:Iteration 33Q (8834.910000 sec): 3 clusters
  Score: Raw -5652072.940207 + Penalty 5210.092060 = -5646862.848147
  nChanged 1
		SP:Iteration 34Q (8835.010000 sec): 3 clusters
  Score: Raw -5652073.632153 + Penalty 5210.092060 = -5646863.540093
  nChanged 0
		SP:Iteration 35F (8835.140000 sec): 3 clusters
  Score: Raw -5652073.632153 + Penalty 5210.092060 = -5646863.540093
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8835.460000 sec): 2 clusters
  Score: Raw -14570628.045756 + Penalty 2851.799513 = -14567776.246243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8835.820000 sec): 3 clusters
  Score: Raw -14507162.291878 + Penalty 5703.599026 = -14501458.692852
  nChanged 46733
		SP:Iteration 1F (8836.170000 sec): 3 clusters
  Score: Raw -14534178.141333 + Penalty 5703.599026 = -14528474.542306
  nChanged 3373
		SP:Iteration 2Q (8836.540000 sec): 3 clusters
  Score: Raw -14535047.377303 + Penalty 5703.599026 = -14529343.778276
  nChanged 3622
		SP:Iteration 3Q (8836.900000 sec): 3 clusters
  Score: Raw -14536162.051935 + Penalty 5703.599026 = -14530458.452908
  nChanged 4294
		SP:Iteration 4Q (8837.270000 sec): 3 clusters
  Score: Raw -14537947.469137 + Penalty 5703.599026 = -14532243.870111
  nChanged 5585
		SP:Iteration 5F (8837.630000 sec): 3 clusters
  Score: Raw -14541000.472300 + Penalty 5703.599026 = -14535296.873274
  nChanged 7134
		SP:Iteration 6F (8837.980000 sec): 3 clusters
  Score: Raw -14546077.719069 + Penalty 5703.599026 = -14540374.120042
  nChanged 8428
		SP:Iteration 7F (8838.340000 sec): 3 clusters
  Score: Raw -14553480.666217 + Penalty 5703.599026 = -14547777.067191
  nChanged 7960
		SP:Iteration 8F (8838.700000 sec): 3 clusters
  Score: Raw -14561220.551559 + Penalty 5703.599026 = -14555516.952532
  nChanged 5530
		SP:Iteration 9F (8839.050000 sec): 3 clusters
  Score: Raw -14566568.756608 + Penalty 5703.599026 = -14560865.157582
  nChanged 2823
		SP:Iteration 10Q (8839.390000 sec): 3 clusters
  Score: Raw -14569080.720578 + Penalty 5703.599026 = -14563377.121552
  nChanged 1187
		SP:Iteration 11Q (8839.700000 sec): 3 clusters
  Score: Raw -14570074.798243 + Penalty 5703.599026 = -14564371.199217
  nChanged 508
		SP:Iteration 12Q (8839.980000 sec): 3 clusters
  Score: Raw -14570483.920018 + Penalty 5703.599026 = -14564780.320991
  nChanged 253
		SP:Iteration 13Q (8840.250000 sec): 3 clusters
  Score: Raw -14570707.054114 + Penalty 5703.599026 = -14565003.455088
  nChanged 135
		SP:Iteration 14Q (8840.510000 sec): 3 clusters
  Score: Raw -14570819.610716 + Penalty 5703.599026 = -14565116.011690
  nChanged 64
		SP:Iteration 15Q (8840.770000 sec): 3 clusters
  Score: Raw -14570880.257204 + Penalty 5703.599026 = -14565176.658177
  nChanged 48
		SP:Iteration 16Q (8841.030000 sec): 3 clusters
  Score: Raw -14570924.915548 + Penalty 5703.599026 = -14565221.316521
  nChanged 34
		SP:Iteration 17Q (8841.290000 sec): 3 clusters
  Score: Raw -14570952.401310 + Penalty 5703.599026 = -14565248.802283
  nChanged 20
		SP:Iteration 18Q (8841.540000 sec): 3 clusters
  Score: Raw -14570970.179433 + Penalty 5703.599026 = -14565266.580407
  nChanged 21
		SP:Iteration 19Q (8841.800000 sec): 3 clusters
  Score: Raw -14570990.415600 + Penalty 5703.599026 = -14565286.816574
  nChanged 20
		SP:Iteration 20F (8842.150000 sec): 3 clusters
  Score: Raw -14571003.867833 + Penalty 5703.599026 = -14565300.268807
  nChanged 12
		SP:Iteration 21Q (8842.410000 sec): 3 clusters
  Score: Raw -14571012.295416 + Penalty 5703.599026 = -14565308.696390
  nChanged 6
		SP:Iteration 22Q (8842.670000 sec): 3 clusters
  Score: Raw -14571019.728790 + Penalty 5703.599026 = -14565316.129764
  nChanged 6
		SP:Iteration 23Q (8842.930000 sec): 3 clusters
  Score: Raw -14571026.114677 + Penalty 5703.599026 = -14565322.515651
  nChanged 6
		SP:Iteration 24Q (8843.190000 sec): 3 clusters
  Score: Raw -14571030.671699 + Penalty 5703.599026 = -14565327.072672
  nChanged 4
		SP:Iteration 25Q (8843.450000 sec): 3 clusters
  Score: Raw -14571033.223994 + Penalty 5703.599026 = -14565329.624967
  nChanged 2
		SP:Iteration 26Q (8843.710000 sec): 3 clusters
  Score: Raw -14571035.257400 + Penalty 5703.599026 = -14565331.658374
  nChanged 3
		SP:Iteration 27Q (8843.970000 sec): 3 clusters
  Score: Raw -14571038.267292 + Penalty 5703.599026 = -14565334.668266
  nChanged 3
		SP:Iteration 28Q (8844.220000 sec): 3 clusters
  Score: Raw -14571040.838438 + Penalty 5703.599026 = -14565337.239411
  nChanged 4
		SP:Iteration 29Q (8844.480000 sec): 3 clusters
  Score: Raw -14571044.850630 + Penalty 5703.599026 = -14565341.251603
  nChanged 1
		SP:Iteration 30Q (8844.740000 sec): 3 clusters
  Score: Raw -14571046.570481 + Penalty 5703.599026 = -14565342.971454
  nChanged 3
		SP:Iteration 31Q (8845.000000 sec): 3 clusters
  Score: Raw -14571050.180166 + Penalty 5703.599026 = -14565346.581139
  nChanged 6
		SP:Iteration 32Q (8845.250000 sec): 3 clusters
  Score: Raw -14571057.050465 + Penalty 5703.599026 = -14565353.451438
  nChanged 5
		SP:Iteration 33Q (8845.510000 sec): 3 clusters
  Score: Raw -14571061.421481 + Penalty 5703.599026 = -14565357.822455
  nChanged 3
		SP:Iteration 34Q (8845.770000 sec): 3 clusters
  Score: Raw -14571064.050819 + Penalty 5703.599026 = -14565360.451793
  nChanged 4
		SP:Iteration 35Q (8846.020000 sec): 3 clusters
  Score: Raw -14571066.790006 + Penalty 5703.599026 = -14565363.190980
  nChanged 1
		SP:Iteration 36Q (8846.280000 sec): 3 clusters
  Score: Raw -14571067.304093 + Penalty 5703.599026 = -14565363.705066
  nChanged 1
		SP:Iteration 37Q (8846.530000 sec): 3 clusters
  Score: Raw -14571068.216955 + Penalty 5703.599026 = -14565364.617929
  nChanged 0
		SP:Iteration 38F (8846.890000 sec): 3 clusters
  Score: Raw -14571068.216955 + Penalty 5703.599026 = -14565364.617929
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8846.950000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8846.950000 sec): 3 clusters
  Score: Raw -22215.267866 + Penalty 2547.356025 = -19667.911841
  nChanged 7
		SP:Iteration 1Q (8846.950000 sec): 3 clusters
  Score: Raw -22249.632785 + Penalty 2547.356025 = -19702.276760
  nChanged 0
		SP:Iteration 2F (8846.950000 sec): 3 clusters
  Score: Raw -22249.632785 + Penalty 2547.356025 = -19702.276760
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8847.130000 sec): 2 clusters
  Score: Raw -7501479.168344 + Penalty 2688.609636 = -7498790.558708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8847.320000 sec): 3 clusters
  Score: Raw -7469623.808438 + Penalty 5377.219272 = -7464246.589166
  nChanged 23697
		SP:Iteration 1F (8847.510000 sec): 3 clusters
  Score: Raw -7482721.252559 + Penalty 5377.219272 = -7477344.033287
  nChanged 1801
		SP:Iteration 2Q (8847.710000 sec): 3 clusters
  Score: Raw -7483129.152851 + Penalty 5377.219272 = -7477751.933579
  nChanged 1625
		SP:Iteration 3Q (8847.890000 sec): 3 clusters
  Score: Raw -7483479.508153 + Penalty 5377.219272 = -7478102.288881
  nChanged 1462
		SP:Iteration 4Q (8848.090000 sec): 3 clusters
  Score: Raw -7483807.744028 + Penalty 5377.219272 = -7478430.524756
  nChanged 1460
		SP:Iteration 5Q (8848.280000 sec): 3 clusters
  Score: Raw -7484173.160884 + Penalty 5377.219272 = -7478795.941612
  nChanged 1511
		SP:Iteration 6Q (8848.470000 sec): 3 clusters
  Score: Raw -7484587.184028 + Penalty 5377.219272 = -7479209.964756
  nChanged 1704
		SP:Iteration 7Q (8848.670000 sec): 3 clusters
  Score: Raw -7485143.508324 + Penalty 5377.219272 = -7479766.289052
  nChanged 1975
		SP:Iteration 8Q (8848.860000 sec): 3 clusters
  Score: Raw -7485976.586407 + Penalty 5377.219272 = -7480599.367135
  nChanged 2490
		SP:Iteration 9Q (8849.050000 sec): 3 clusters
  Score: Raw -7487311.279218 + Penalty 5377.219272 = -7481934.059946
  nChanged 3238
		SP:Iteration 10F (8849.250000 sec): 3 clusters
  Score: Raw -7489499.127230 + Penalty 5377.219272 = -7484121.907958
  nChanged 3801
		SP:Iteration 11F (8849.430000 sec): 3 clusters
  Score: Raw -7492605.755294 + Penalty 5377.219272 = -7487228.536022
  nChanged 3889
		SP:Iteration 12F (8849.620000 sec): 3 clusters
  Score: Raw -7496166.907081 + Penalty 5377.219272 = -7490789.687809
  nChanged 2941
		SP:Iteration 13F (8849.810000 sec): 3 clusters
  Score: Raw -7498964.614329 + Penalty 5377.219272 = -7493587.395057
  nChanged 1682
		SP:Iteration 14Q (8849.980000 sec): 3 clusters
  Score: Raw -7500556.393698 + Penalty 5377.219272 = -7495179.174426
  nChanged 754
		SP:Iteration 15Q (8850.130000 sec): 3 clusters
  Score: Raw -7501286.011482 + Penalty 5377.219272 = -7495908.792210
  nChanged 251
		SP:Iteration 16Q (8850.270000 sec): 3 clusters
  Score: Raw -7501535.831521 + Penalty 5377.219272 = -7496158.612249
  nChanged 94
		SP:Iteration 17Q (8850.410000 sec): 3 clusters
  Score: Raw -7501644.925390 + Penalty 5377.219272 = -7496267.706118
  nChanged 39
		SP:Iteration 18Q (8850.550000 sec): 3 clusters
  Score: Raw -7501695.545498 + Penalty 5377.219272 = -7496318.326226
  nChanged 23
		SP:Iteration 19Q (8850.680000 sec): 3 clusters
  Score: Raw -7501728.662106 + Penalty 5377.219272 = -7496351.442834
  nChanged 14
		SP:Iteration 20F (8850.860000 sec): 3 clusters
  Score: Raw -7501749.570921 + Penalty 5377.219272 = -7496372.351649
  nChanged 10
		SP:Iteration 21Q (8850.990000 sec): 3 clusters
  Score: Raw -7501761.812847 + Penalty 5377.219272 = -7496384.593575
  nChanged 8
		SP:Iteration 22Q (8851.130000 sec): 3 clusters
  Score: Raw -7501772.926041 + Penalty 5377.219272 = -7496395.706769
  nChanged 7
		SP:Iteration 23Q (8851.260000 sec): 3 clusters
  Score: Raw -7501785.192547 + Penalty 5377.219272 = -7496407.973275
  nChanged 7
		SP:Iteration 24Q (8851.390000 sec): 3 clusters
  Score: Raw -7501794.796632 + Penalty 5377.219272 = -7496417.577360
  nChanged 3
		SP:Iteration 25Q (8851.520000 sec): 3 clusters
  Score: Raw -7501798.335379 + Penalty 5377.219272 = -7496421.116107
  nChanged 3
		SP:Iteration 26Q (8851.650000 sec): 3 clusters
  Score: Raw -7501801.262703 + Penalty 5377.219272 = -7496424.043431
  nChanged 0
		SP:Iteration 27F (8851.830000 sec): 3 clusters
  Score: Raw -7501801.262703 + Penalty 5377.219272 = -7496424.043431
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8851.860000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8851.860000 sec): 3 clusters
  Score: Raw -76037.211763 + Penalty 3043.240186 = -72993.971577
  nChanged 95
		SP:Iteration 1F (8851.870000 sec): 3 clusters
  Score: Raw -76227.381933 + Penalty 3043.240186 = -73184.141747
  nChanged 24
		SP:Iteration 2F (8851.870000 sec): 3 clusters
  Score: Raw -76286.427653 + Penalty 3043.240186 = -73243.187467
  nChanged 30
		SP:Iteration 3F (8851.870000 sec): 3 clusters
  Score: Raw -76362.380101 + Penalty 3043.240186 = -73319.139915
  nChanged 36
		SP:Iteration 4F (8851.870000 sec): 3 clusters
  Score: Raw -76478.959035 + Penalty 3043.240186 = -73435.718849
  nChanged 34
		SP:Iteration 5F (8851.870000 sec): 3 clusters
  Score: Raw -76614.809908 + Penalty 3043.240186 = -73571.569722
  nChanged 21
		SP:Iteration 6Q (8851.870000 sec): 3 clusters
  Score: Raw -76746.005529 + Penalty 3043.240186 = -73702.765343
  nChanged 13
		SP:Iteration 7Q (8851.870000 sec): 3 clusters
  Score: Raw -76797.172910 + Penalty 3043.240186 = -73753.932724
  nChanged 4
		SP:Iteration 8Q (8851.870000 sec): 3 clusters
  Score: Raw -76821.504700 + Penalty 3043.240186 = -73778.264514
  nChanged 5
		SP:Iteration 9Q (8851.880000 sec): 3 clusters
  Score: Raw -76840.585910 + Penalty 3043.240186 = -73797.345724
  nChanged 3
		SP:Iteration 10Q (8851.880000 sec): 3 clusters
  Score: Raw -76849.965738 + Penalty 3043.240186 = -73806.725552
  nChanged 2
		SP:Iteration 11Q (8851.880000 sec): 3 clusters
  Score: Raw -76855.348298 + Penalty 3043.240186 = -73812.108112
  nChanged 1
		SP:Iteration 12Q (8851.880000 sec): 3 clusters
  Score: Raw -76857.750120 + Penalty 3043.240186 = -73814.509934
  nChanged 0
		SP:Iteration 13F (8851.880000 sec): 3 clusters
  Score: Raw -76857.750120 + Penalty 3043.240186 = -73814.509934
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8851.890000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8851.890000 sec): 3 clusters
  Score: Raw -68273.943869 + Penalty 3055.958832 = -65217.985038
  nChanged 70
		SP:Iteration 1F (8851.890000 sec): 3 clusters
  Score: Raw -68449.685174 + Penalty 3055.958832 = -65393.726342
  nChanged 23
		SP:Iteration 2Q (8851.890000 sec): 3 clusters
  Score: Raw -68515.821433 + Penalty 3055.958832 = -65459.862602
  nChanged 8
		SP:Iteration 3Q (8851.890000 sec): 3 clusters
  Score: Raw -68542.953563 + Penalty 3055.958832 = -65486.994731
  nChanged 10
		SP:Iteration 4Q (8851.890000 sec): 3 clusters
  Score: Raw -68572.610404 + Penalty 3055.958832 = -65516.651572
  nChanged 3
		SP:Iteration 5Q (8851.890000 sec): 3 clusters
  Score: Raw -68586.864107 + Penalty 3055.958832 = -65530.905275
  nChanged 5
		SP:Iteration 6Q (8851.900000 sec): 3 clusters
  Score: Raw -68600.826893 + Penalty 3055.958832 = -65544.868062
  nChanged 4
		SP:Iteration 7Q (8851.900000 sec): 3 clusters
  Score: Raw -68609.908028 + Penalty 3055.958832 = -65553.949196
  nChanged 1
		SP:Iteration 8Q (8851.900000 sec): 3 clusters
  Score: Raw -68610.941408 + Penalty 3055.958832 = -65554.982577
  nChanged 2
		SP:Iteration 9Q (8851.900000 sec): 3 clusters
  Score: Raw -68615.448319 + Penalty 3055.958832 = -65559.489487
  nChanged 1
		SP:Iteration 10Q (8851.900000 sec): 3 clusters
  Score: Raw -68616.041121 + Penalty 3055.958832 = -65560.082289
  nChanged 0
		SP:Iteration 11F (8851.910000 sec): 3 clusters
  Score: Raw -68616.041121 + Penalty 3055.958832 = -65560.082289
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (267931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8852.800000 sec): 2 clusters
  Score: Raw -39649162.005962 + Penalty 3099.624221 = -39646062.381741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8853.800000 sec): 3 clusters
  Score: Raw -39472306.039013 + Penalty 6199.248443 = -39466106.790571
  nChanged 129499
		SP:Iteration 1F (8854.790000 sec): 3 clusters
  Score: Raw -39548698.239311 + Penalty 6199.248443 = -39542498.990869
  nChanged 6681
		SP:Iteration 2Q (8855.810000 sec): 3 clusters
  Score: Raw -39549939.567525 + Penalty 6199.248443 = -39543740.319082
  nChanged 7527
		SP:Iteration 3Q (8856.820000 sec): 3 clusters
  Score: Raw -39551607.243561 + Penalty 6199.248443 = -39545407.995118
  nChanged 8637
		SP:Iteration 4Q (8857.830000 sec): 3 clusters
  Score: Raw -39554088.195211 + Penalty 6199.248443 = -39547888.946768
  nChanged 10843
		SP:Iteration 5Q (8858.840000 sec): 3 clusters
  Score: Raw -39558346.875625 + Penalty 6199.248443 = -39552147.627182
  nChanged 14196
		SP:Iteration 6F (8859.830000 sec): 3 clusters
  Score: Raw -39565900.871504 + Penalty 6199.248443 = -39559701.623061
  nChanged 18323
		SP:Iteration 7F (8860.810000 sec): 3 clusters
  Score: Raw -39578562.460045 + Penalty 6199.248443 = -39572363.211602
  nChanged 21800
		SP:Iteration 8F (8861.800000 sec): 3 clusters
  Score: Raw -39597031.323332 + Penalty 6199.248443 = -39590832.074889
  nChanged 21783
		SP:Iteration 9F (8862.770000 sec): 3 clusters
  Score: Raw -39617746.563510 + Penalty 6199.248443 = -39611547.315067
  nChanged 16863
		SP:Iteration 10F (8863.750000 sec): 3 clusters
  Score: Raw -39634340.148575 + Penalty 6199.248443 = -39628140.900133
  nChanged 9807
		SP:Iteration 11Q (8864.640000 sec): 3 clusters
  Score: Raw -39643828.637403 + Penalty 6199.248443 = -39637629.388961
  nChanged 4160
		SP:Iteration 12Q (8865.440000 sec): 3 clusters
  Score: Raw -39647678.350444 + Penalty 6199.248443 = -39641479.102001
  nChanged 1315
		SP:Iteration 13Q (8866.170000 sec): 3 clusters
  Score: Raw -39648862.894637 + Penalty 6199.248443 = -39642663.646194
  nChanged 328
		SP:Iteration 14Q (8866.870000 sec): 3 clusters
  Score: Raw -39649216.291746 + Penalty 6199.248443 = -39643017.043303
  nChanged 113
		SP:Iteration 15Q (8867.550000 sec): 3 clusters
  Score: Raw -39649346.355242 + Penalty 6199.248443 = -39643147.106800
  nChanged 48
		SP:Iteration 16Q (8868.230000 sec): 3 clusters
  Score: Raw -39649404.313511 + Penalty 6199.248443 = -39643205.065068
  nChanged 24
		SP:Iteration 17Q (8868.910000 sec): 3 clusters
  Score: Raw -39649446.941667 + Penalty 6199.248443 = -39643247.693224
  nChanged 13
		SP:Iteration 18Q (8869.580000 sec): 3 clusters
  Score: Raw -39649463.425200 + Penalty 6199.248443 = -39643264.176757
  nChanged 8
		SP:Iteration 19Q (8870.260000 sec): 3 clusters
  Score: Raw -39649472.168293 + Penalty 6199.248443 = -39643272.919850
  nChanged 5
		SP:Iteration 20F (8871.210000 sec): 3 clusters
  Score: Raw -39649479.291436 + Penalty 6199.248443 = -39643280.042993
  nChanged 2
		SP:Iteration 21Q (8871.890000 sec): 3 clusters
  Score: Raw -39649481.178766 + Penalty 6199.248443 = -39643281.930323
  nChanged 1
		SP:Iteration 22Q (8872.570000 sec): 3 clusters
  Score: Raw -39649482.591863 + Penalty 6199.248443 = -39643283.343420
  nChanged 3
		SP:Iteration 23Q (8873.250000 sec): 3 clusters
  Score: Raw -39649486.705319 + Penalty 6199.248443 = -39643287.456876
  nChanged 1
		SP:Iteration 24Q (8873.920000 sec): 3 clusters
  Score: Raw -39649487.878723 + Penalty 6199.248443 = -39643288.630280
  nChanged 0
		SP:Iteration 25F (8874.870000 sec): 3 clusters
  Score: Raw -39649487.878723 + Penalty 6199.248443 = -39643288.630280
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8875.080000 sec): 2 clusters
  Score: Raw -5141379.529753 + Penalty 2585.006092 = -5138794.523661
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8875.210000 sec): 3 clusters
  Score: Raw -5120865.584183 + Penalty 5170.012183 = -5115695.572000
  nChanged 15393
		SP:Iteration 1F (8875.330000 sec): 3 clusters
  Score: Raw -5129260.402873 + Penalty 5170.012183 = -5124090.390690
  nChanged 1469
		SP:Iteration 2Q (8875.450000 sec): 3 clusters
  Score: Raw -5129677.241994 + Penalty 5170.012183 = -5124507.229811
  nChanged 1304
		SP:Iteration 3Q (8875.580000 sec): 3 clusters
  Score: Raw -5130044.182178 + Penalty 5170.012183 = -5124874.169995
  nChanged 1160
		SP:Iteration 4Q (8875.700000 sec): 3 clusters
  Score: Raw -5130358.976288 + Penalty 5170.012183 = -5125188.964105
  nChanged 1066
		SP:Iteration 5Q (8875.820000 sec): 3 clusters
  Score: Raw -5130648.850410 + Penalty 5170.012183 = -5125478.838227
  nChanged 1030
		SP:Iteration 6Q (8875.950000 sec): 3 clusters
  Score: Raw -5130967.735801 + Penalty 5170.012183 = -5125797.723618
  nChanged 1112
		SP:Iteration 7Q (8876.070000 sec): 3 clusters
  Score: Raw -5131339.289494 + Penalty 5170.012183 = -5126169.277311
  nChanged 1146
		SP:Iteration 8Q (8876.200000 sec): 3 clusters
  Score: Raw -5131766.535948 + Penalty 5170.012183 = -5126596.523765
  nChanged 1343
		SP:Iteration 9Q (8876.320000 sec): 3 clusters
  Score: Raw -5132421.940924 + Penalty 5170.012183 = -5127251.928741
  nChanged 1652
		SP:Iteration 10Q (8876.450000 sec): 3 clusters
  Score: Raw -5133422.438850 + Penalty 5170.012183 = -5128252.426667
  nChanged 1877
		SP:Iteration 11F (8876.570000 sec): 3 clusters
  Score: Raw -5134703.782640 + Penalty 5170.012183 = -5129533.770457
  nChanged 1940
		SP:Iteration 12F (8876.690000 sec): 3 clusters
  Score: Raw -5136041.670573 + Penalty 5170.012183 = -5130871.658390
  nChanged 1630
		SP:Iteration 13Q (8876.820000 sec): 3 clusters
  Score: Raw -5136969.080946 + Penalty 5170.012183 = -5131799.068763
  nChanged 1172
		SP:Iteration 14Q (8876.940000 sec): 3 clusters
  Score: Raw -5137432.601054 + Penalty 5170.012183 = -5132262.588871
  nChanged 767
		SP:Iteration 15Q (8877.060000 sec): 3 clusters
  Score: Raw -5137668.773014 + Penalty 5170.012183 = -5132498.760831
  nChanged 538
		SP:Iteration 16Q (8877.170000 sec): 3 clusters
  Score: Raw -5137826.543423 + Penalty 5170.012183 = -5132656.531240
  nChanged 449
		SP:Iteration 17Q (8877.290000 sec): 3 clusters
  Score: Raw -5137953.193276 + Penalty 5170.012183 = -5132783.181093
  nChanged 436
		SP:Iteration 18Q (8877.410000 sec): 3 clusters
  Score: Raw -5138068.048232 + Penalty 5170.012183 = -5132898.036049
  nChanged 412
		SP:Iteration 19Q (8877.530000 sec): 3 clusters
  Score: Raw -5138180.404380 + Penalty 5170.012183 = -5133010.392197
  nChanged 406
		SP:Iteration 20F (8877.650000 sec): 3 clusters
  Score: Raw -5138287.435765 + Penalty 5170.012183 = -5133117.423582
  nChanged 420
		SP:Iteration 21Q (8877.770000 sec): 3 clusters
  Score: Raw -5138394.385593 + Penalty 5170.012183 = -5133224.373410
  nChanged 395
		SP:Iteration 22Q (8877.880000 sec): 3 clusters
  Score: Raw -5138500.297473 + Penalty 5170.012183 = -5133330.285290
  nChanged 402
		SP:Iteration 23Q (8878.000000 sec): 3 clusters
  Score: Raw -5138614.071799 + Penalty 5170.012183 = -5133444.059616
  nChanged 423
		SP:Iteration 24Q (8878.120000 sec): 3 clusters
  Score: Raw -5138735.277396 + Penalty 5170.012183 = -5133565.265213
  nChanged 415
		SP:Iteration 25Q (8878.230000 sec): 3 clusters
  Score: Raw -5138856.221309 + Penalty 5170.012183 = -5133686.209126
  nChanged 384
		SP:Iteration 26Q (8878.340000 sec): 3 clusters
  Score: Raw -5138964.249974 + Penalty 5170.012183 = -5133794.237791
  nChanged 386
		SP:Iteration 27Q (8878.460000 sec): 3 clusters
  Score: Raw -5139073.285510 + Penalty 5170.012183 = -5133903.273327
  nChanged 371
		SP:Iteration 28Q (8878.570000 sec): 3 clusters
  Score: Raw -5139182.472867 + Penalty 5170.012183 = -5134012.460684
  nChanged 403
		SP:Iteration 29Q (8878.680000 sec): 3 clusters
  Score: Raw -5139316.880700 + Penalty 5170.012183 = -5134146.868517
  nChanged 421
		SP:Iteration 30Q (8878.780000 sec): 3 clusters
  Score: Raw -5139454.113378 + Penalty 5170.012183 = -5134284.101195
  nChanged 386
		SP:Iteration 31Q (8878.890000 sec): 3 clusters
  Score: Raw -5139578.010307 + Penalty 5170.012183 = -5134407.998124
  nChanged 379
		SP:Iteration 32Q (8879.000000 sec): 3 clusters
  Score: Raw -5139700.018122 + Penalty 5170.012183 = -5134530.005939
  nChanged 386
		SP:Iteration 33Q (8879.100000 sec): 3 clusters
  Score: Raw -5139832.770816 + Penalty 5170.012183 = -5134662.758633
  nChanged 376
		SP:Iteration 34Q (8879.200000 sec): 3 clusters
  Score: Raw -5139969.150011 + Penalty 5170.012183 = -5134799.137828
  nChanged 363
		SP:Iteration 35Q (8879.310000 sec): 3 clusters
  Score: Raw -5140103.615958 + Penalty 5170.012183 = -5134933.603775
  nChanged 370
		SP:Iteration 36Q (8879.410000 sec): 3 clusters
  Score: Raw -5140246.629540 + Penalty 5170.012183 = -5135076.617357
  nChanged 330
		SP:Iteration 37Q (8879.520000 sec): 3 clusters
  Score: Raw -5140360.941890 + Penalty 5170.012183 = -5135190.929707
  nChanged 321
		SP:Iteration 38Q (8879.620000 sec): 3 clusters
  Score: Raw -5140469.842378 + Penalty 5170.012183 = -5135299.830195
  nChanged 286
		SP:Iteration 39Q (8879.720000 sec): 3 clusters
  Score: Raw -5140573.597009 + Penalty 5170.012183 = -5135403.584826
  nChanged 280
		SP:Iteration 40F (8879.830000 sec): 3 clusters
  Score: Raw -5140678.962557 + Penalty 5170.012183 = -5135508.950374
  nChanged 267
		SP:Iteration 41Q (8879.930000 sec): 3 clusters
  Score: Raw -5140783.516021 + Penalty 5170.012183 = -5135613.503838
  nChanged 259
		SP:Iteration 42Q (8880.030000 sec): 3 clusters
  Score: Raw -5140876.069589 + Penalty 5170.012183 = -5135706.057406
  nChanged 217
		SP:Iteration 43Q (8880.130000 sec): 3 clusters
  Score: Raw -5140955.468667 + Penalty 5170.012183 = -5135785.456484
  nChanged 185
		SP:Iteration 44Q (8880.240000 sec): 3 clusters
  Score: Raw -5141020.998691 + Penalty 5170.012183 = -5135850.986508
  nChanged 163
		SP:Iteration 45Q (8880.330000 sec): 3 clusters
  Score: Raw -5141074.705196 + Penalty 5170.012183 = -5135904.693013
  nChanged 136
		SP:Iteration 46Q (8880.430000 sec): 3 clusters
  Score: Raw -5141116.940593 + Penalty 5170.012183 = -5135946.928410
  nChanged 118
		SP:Iteration 47Q (8880.530000 sec): 3 clusters
  Score: Raw -5141151.059152 + Penalty 5170.012183 = -5135981.046969
  nChanged 108
		SP:Iteration 48Q (8880.620000 sec): 3 clusters
  Score: Raw -5141180.137882 + Penalty 5170.012183 = -5136010.125699
  nChanged 100
		SP:Iteration 49Q (8880.720000 sec): 3 clusters
  Score: Raw -5141207.674440 + Penalty 5170.012183 = -5136037.662257
  nChanged 93
		SP:Iteration 50Q (8880.810000 sec): 3 clusters
  Score: Raw -5141235.329635 + Penalty 5170.012183 = -5136065.317452
  nChanged 88
		SP:Iteration 51Q (8880.910000 sec): 3 clusters
  Score: Raw -5141260.754151 + Penalty 5170.012183 = -5136090.741968
  nChanged 81
		SP:Iteration 52Q (8881.000000 sec): 3 clusters
  Score: Raw -5141285.776105 + Penalty 5170.012183 = -5136115.763922
  nChanged 77
		SP:Iteration 53Q (8881.100000 sec): 3 clusters
  Score: Raw -5141308.014611 + Penalty 5170.012183 = -5136138.002428
  nChanged 68
		SP:Iteration 54Q (8881.190000 sec): 3 clusters
  Score: Raw -5141324.767893 + Penalty 5170.012183 = -5136154.755710
  nChanged 58
		SP:Iteration 55Q (8881.280000 sec): 3 clusters
  Score: Raw -5141340.902361 + Penalty 5170.012183 = -5136170.890178
  nChanged 53
		SP:Iteration 56Q (8881.370000 sec): 3 clusters
  Score: Raw -5141353.480719 + Penalty 5170.012183 = -5136183.468536
  nChanged 40
		SP:Iteration 57Q (8881.470000 sec): 3 clusters
  Score: Raw -5141364.351727 + Penalty 5170.012183 = -5136194.339544
  nChanged 45
		SP:Iteration 58Q (8881.560000 sec): 3 clusters
  Score: Raw -5141377.600700 + Penalty 5170.012183 = -5136207.588517
  nChanged 47
		SP:Iteration 59Q (8881.650000 sec): 3 clusters
  Score: Raw -5141390.556477 + Penalty 5170.012183 = -5136220.544294
  nChanged 57
		SP:Iteration 60F (8881.770000 sec): 3 clusters
  Score: Raw -5141407.039714 + Penalty 5170.012183 = -5136237.027531
  nChanged 44
		SP:Iteration 61Q (8881.860000 sec): 3 clusters
  Score: Raw -5141420.793940 + Penalty 5170.012183 = -5136250.781757
  nChanged 37
		SP:Iteration 62Q (8881.950000 sec): 3 clusters
  Score: Raw -5141430.557004 + Penalty 5170.012183 = -5136260.544821
  nChanged 36
		SP:Iteration 63Q (8882.050000 sec): 3 clusters
  Score: Raw -5141439.973956 + Penalty 5170.012183 = -5136269.961773
  nChanged 44
		SP:Iteration 64Q (8882.140000 sec): 3 clusters
  Score: Raw -5141450.461630 + Penalty 5170.012183 = -5136280.449447
  nChanged 35
		SP:Iteration 65Q (8882.230000 sec): 3 clusters
  Score: Raw -5141458.733871 + Penalty 5170.012183 = -5136288.721688
  nChanged 34
		SP:Iteration 66Q (8882.320000 sec): 3 clusters
  Score: Raw -5141466.681040 + Penalty 5170.012183 = -5136296.668857
  nChanged 31
		SP:Iteration 67Q (8882.420000 sec): 3 clusters
  Score: Raw -5141475.501919 + Penalty 5170.012183 = -5136305.489736
  nChanged 29
		SP:Iteration 68Q (8882.510000 sec): 3 clusters
  Score: Raw -5141483.039218 + Penalty 5170.012183 = -5136313.027035
  nChanged 15
		SP:Iteration 69Q (8882.610000 sec): 3 clusters
  Score: Raw -5141486.761944 + Penalty 5170.012183 = -5136316.749760
  nChanged 17
		SP:Iteration 70Q (8882.690000 sec): 3 clusters
  Score: Raw -5141491.115748 + Penalty 5170.012183 = -5136321.103565
  nChanged 15
		SP:Iteration 71Q (8882.790000 sec): 3 clusters
  Score: Raw -5141494.267400 + Penalty 5170.012183 = -5136324.255217
  nChanged 20
		SP:Iteration 72Q (8882.880000 sec): 3 clusters
  Score: Raw -5141498.449530 + Penalty 5170.012183 = -5136328.437347
  nChanged 21
		SP:Iteration 73Q (8882.970000 sec): 3 clusters
  Score: Raw -5141502.067434 + Penalty 5170.012183 = -5136332.055251
  nChanged 13
		SP:Iteration 74Q (8883.070000 sec): 3 clusters
  Score: Raw -5141504.981197 + Penalty 5170.012183 = -5136334.969014
  nChanged 11
		SP:Iteration 75Q (8883.150000 sec): 3 clusters
  Score: Raw -5141506.991378 + Penalty 5170.012183 = -5136336.979195
  nChanged 5
		SP:Iteration 76Q (8883.250000 sec): 3 clusters
  Score: Raw -5141507.649281 + Penalty 5170.012183 = -5136337.637098
  nChanged 5
		SP:Iteration 77Q (8883.340000 sec): 3 clusters
  Score: Raw -5141508.530549 + Penalty 5170.012183 = -5136338.518366
  nChanged 3
		SP:Iteration 78Q (8883.430000 sec): 3 clusters
  Score: Raw -5141509.133590 + Penalty 5170.012183 = -5136339.121407
  nChanged 3
		SP:Iteration 79Q (8883.530000 sec): 3 clusters
  Score: Raw -5141509.604751 + Penalty 5170.012183 = -5136339.592568
  nChanged 2
		SP:Iteration 80F (8883.640000 sec): 3 clusters
  Score: Raw -5141509.946288 + Penalty 5170.012183 = -5136339.934105
  nChanged 3
		SP:Iteration 81Q (8883.730000 sec): 3 clusters
  Score: Raw -5141510.393251 + Penalty 5170.012183 = -5136340.381068
  nChanged 1
		SP:Iteration 82Q (8883.820000 sec): 3 clusters
  Score: Raw -5141510.709690 + Penalty 5170.012183 = -5136340.697507
  nChanged 2
		SP:Iteration 83Q (8883.910000 sec): 3 clusters
  Score: Raw -5141511.006975 + Penalty 5170.012183 = -5136340.994792
  nChanged 2
		SP:Iteration 84Q (8884.010000 sec): 3 clusters
  Score: Raw -5141511.678218 + Penalty 5170.012183 = -5136341.666035
  nChanged 4
		SP:Iteration 85Q (8884.090000 sec): 3 clusters
  Score: Raw -5141512.173531 + Penalty 5170.012183 = -5136342.161348
  nChanged 4
		SP:Iteration 86Q (8884.190000 sec): 3 clusters
  Score: Raw -5141512.654371 + Penalty 5170.012183 = -5136342.642188
  nChanged 0
		SP:Iteration 87F (8884.300000 sec): 3 clusters
  Score: Raw -5141512.654371 + Penalty 5170.012183 = -5136342.642188
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.320000 sec): 2 clusters
  Score: Raw -141751.663836 + Penalty 1732.668482 = -140018.995354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.330000 sec): 3 clusters
  Score: Raw -141503.701203 + Penalty 3465.336964 = -138038.364239
  nChanged 311
		SP:Iteration 1F (8884.330000 sec): 3 clusters
  Score: Raw -141861.901028 + Penalty 3465.336964 = -138396.564064
  nChanged 68
		SP:Iteration 2F (8884.330000 sec): 3 clusters
  Score: Raw -141953.747693 + Penalty 3465.336964 = -138488.410729
  nChanged 41
		SP:Iteration 3Q (8884.340000 sec): 3 clusters
  Score: Raw -142016.761911 + Penalty 3465.336964 = -138551.424947
  nChanged 32
		SP:Iteration 4Q (8884.340000 sec): 3 clusters
  Score: Raw -142058.689031 + Penalty 3465.336964 = -138593.352067
  nChanged 25
		SP:Iteration 5Q (8884.350000 sec): 3 clusters
  Score: Raw -142117.567097 + Penalty 3465.336964 = -138652.230133
  nChanged 27
		SP:Iteration 6Q (8884.350000 sec): 3 clusters
  Score: Raw -142163.836216 + Penalty 3465.336964 = -138698.499252
  nChanged 22
		SP:Iteration 7Q (8884.350000 sec): 3 clusters
  Score: Raw -142199.536890 + Penalty 3465.336964 = -138734.199926
  nChanged 21
		SP:Iteration 8Q (8884.350000 sec): 3 clusters
  Score: Raw -142232.754162 + Penalty 3465.336964 = -138767.417198
  nChanged 23
		SP:Iteration 9Q (8884.360000 sec): 3 clusters
  Score: Raw -142275.524751 + Penalty 3465.336964 = -138810.187787
  nChanged 17
		SP:Iteration 10Q (8884.360000 sec): 3 clusters
  Score: Raw -142300.389613 + Penalty 3465.336964 = -138835.052649
  nChanged 7
		SP:Iteration 11Q (8884.370000 sec): 3 clusters
  Score: Raw -142307.494651 + Penalty 3465.336964 = -138842.157687
  nChanged 5
		SP:Iteration 12Q (8884.370000 sec): 3 clusters
  Score: Raw -142313.384500 + Penalty 3465.336964 = -138848.047536
  nChanged 5
		SP:Iteration 13Q (8884.370000 sec): 3 clusters
  Score: Raw -142321.164571 + Penalty 3465.336964 = -138855.827608
  nChanged 5
		SP:Iteration 14Q (8884.370000 sec): 3 clusters
  Score: Raw -142334.072457 + Penalty 3465.336964 = -138868.735493
  nChanged 7
		SP:Iteration 15Q (8884.380000 sec): 3 clusters
  Score: Raw -142354.092159 + Penalty 3465.336964 = -138888.755195
  nChanged 8
		SP:Iteration 16Q (8884.380000 sec): 3 clusters
  Score: Raw -142368.356303 + Penalty 3465.336964 = -138903.019339
  nChanged 4
		SP:Iteration 17Q (8884.390000 sec): 3 clusters
  Score: Raw -142374.496461 + Penalty 3465.336964 = -138909.159498
  nChanged 6
		SP:Iteration 18Q (8884.390000 sec): 3 clusters
  Score: Raw -142381.078459 + Penalty 3465.336964 = -138915.741495
  nChanged 2
		SP:Iteration 19Q (8884.390000 sec): 3 clusters
  Score: Raw -142382.549225 + Penalty 3465.336964 = -138917.212261
  nChanged 2
		SP:Iteration 20F (8884.400000 sec): 3 clusters
  Score: Raw -142384.791994 + Penalty 3465.336964 = -138919.455030
  nChanged 3
		SP:Iteration 21Q (8884.400000 sec): 3 clusters
  Score: Raw -142387.625431 + Penalty 3465.336964 = -138922.288468
  nChanged 1
		SP:Iteration 22Q (8884.400000 sec): 3 clusters
  Score: Raw -142388.895460 + Penalty 3465.336964 = -138923.558496
  nChanged 1
		SP:Iteration 23Q (8884.410000 sec): 3 clusters
  Score: Raw -142389.493575 + Penalty 3465.336964 = -138924.156611
  nChanged 1
		SP:Iteration 24Q (8884.410000 sec): 3 clusters
  Score: Raw -142390.999096 + Penalty 3465.336964 = -138925.662132
  nChanged 3
		SP:Iteration 25Q (8884.410000 sec): 3 clusters
  Score: Raw -142393.123170 + Penalty 3465.336964 = -138927.786206
  nChanged 1
		SP:Iteration 26Q (8884.420000 sec): 3 clusters
  Score: Raw -142394.597599 + Penalty 3465.336964 = -138929.260635
  nChanged 3
		SP:Iteration 27Q (8884.420000 sec): 3 clusters
  Score: Raw -142403.187684 + Penalty 3465.336964 = -138937.850721
  nChanged 3
		SP:Iteration 28Q (8884.420000 sec): 3 clusters
  Score: Raw -142404.745413 + Penalty 3465.336964 = -138939.408449
  nChanged 1
		SP:Iteration 29Q (8884.430000 sec): 3 clusters
  Score: Raw -142405.554360 + Penalty 3465.336964 = -138940.217396
  nChanged 1
		SP:Iteration 30Q (8884.430000 sec): 3 clusters
  Score: Raw -142406.695245 + Penalty 3465.336964 = -138941.358281
  nChanged 1
		SP:Iteration 31Q (8884.430000 sec): 3 clusters
  Score: Raw -142408.727032 + Penalty 3465.336964 = -138943.390068
  nChanged 2
		SP:Iteration 32Q (8884.440000 sec): 3 clusters
  Score: Raw -142411.688265 + Penalty 3465.336964 = -138946.351301
  nChanged 3
		SP:Iteration 33Q (8884.440000 sec): 3 clusters
  Score: Raw -142416.064264 + Penalty 3465.336964 = -138950.727300
  nChanged 4
		SP:Iteration 34Q (8884.440000 sec): 3 clusters
  Score: Raw -142421.052951 + Penalty 3465.336964 = -138955.715987
  nChanged 3
		SP:Iteration 35Q (8884.450000 sec): 3 clusters
  Score: Raw -142423.884320 + Penalty 3465.336964 = -138958.547356
  nChanged 2
		SP:Iteration 36Q (8884.450000 sec): 3 clusters
  Score: Raw -142424.890984 + Penalty 3465.336964 = -138959.554020
  nChanged 1
		SP:Iteration 37Q (8884.450000 sec): 3 clusters
  Score: Raw -142426.072700 + Penalty 3465.336964 = -138960.735736
  nChanged 1
		SP:Iteration 38Q (8884.450000 sec): 3 clusters
  Score: Raw -142426.646306 + Penalty 3465.336964 = -138961.309342
  nChanged 2
		SP:Iteration 39Q (8884.460000 sec): 3 clusters
  Score: Raw -142427.946387 + Penalty 3465.336964 = -138962.609423
  nChanged 1
		SP:Iteration 40F (8884.460000 sec): 3 clusters
  Score: Raw -142428.126218 + Penalty 3465.336964 = -138962.789254
  nChanged 1
		SP:Iteration 41Q (8884.470000 sec): 3 clusters
  Score: Raw -142429.450216 + Penalty 3465.336964 = -138964.113252
  nChanged 0
		SP:Iteration 42F (8884.470000 sec): 3 clusters
  Score: Raw -142429.450216 + Penalty 3465.336964 = -138964.113252
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.470000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.470000 sec): 3 clusters
  Score: Raw -31540.208994 + Penalty 2705.839273 = -28834.369721
  nChanged 27
		SP:Iteration 1F (8884.470000 sec): 3 clusters
  Score: Raw -31665.470840 + Penalty 2705.839273 = -28959.631567
  nChanged 9
		SP:Iteration 2Q (8884.470000 sec): 3 clusters
  Score: Raw -31721.577326 + Penalty 2705.839273 = -29015.738053
  nChanged 4
		SP:Iteration 3Q (8884.480000 sec): 3 clusters
  Score: Raw -31765.121038 + Penalty 2705.839273 = -29059.281765
  nChanged 5
		SP:Iteration 4Q (8884.480000 sec): 3 clusters
  Score: Raw -31799.268846 + Penalty 2705.839273 = -29093.429572
  nChanged 6
		SP:Iteration 5Q (8884.480000 sec): 3 clusters
  Score: Raw -31841.571213 + Penalty 2705.839273 = -29135.731939
  nChanged 3
		SP:Iteration 6Q (8884.480000 sec): 3 clusters
  Score: Raw -31856.589255 + Penalty 2705.839273 = -29150.749982
  nChanged 0
		SP:Iteration 7F (8884.480000 sec): 3 clusters
  Score: Raw -31856.589255 + Penalty 2705.839273 = -29150.749982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.480000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.490000 sec): 3 clusters
  Score: Raw -77806.112013 + Penalty 3172.049753 = -74634.062260
  nChanged 137
		SP:Iteration 1F (8884.490000 sec): 3 clusters
  Score: Raw -78207.810089 + Penalty 3172.049753 = -75035.760337
  nChanged 49
		SP:Iteration 2F (8884.490000 sec): 3 clusters
  Score: Raw -78362.988096 + Penalty 3172.049753 = -75190.938344
  nChanged 30
		SP:Iteration 3F (8884.490000 sec): 3 clusters
  Score: Raw -78461.224149 + Penalty 3172.049753 = -75289.174397
  nChanged 23
		SP:Iteration 4Q (8884.490000 sec): 3 clusters
  Score: Raw -78542.825409 + Penalty 3172.049753 = -75370.775656
  nChanged 16
		SP:Iteration 5Q (8884.490000 sec): 3 clusters
  Score: Raw -78643.817780 + Penalty 3172.049753 = -75471.768028
  nChanged 16
		SP:Iteration 6Q (8884.500000 sec): 3 clusters
  Score: Raw -78704.199928 + Penalty 3172.049753 = -75532.150176
  nChanged 12
		SP:Iteration 7Q (8884.500000 sec): 3 clusters
  Score: Raw -78740.752481 + Penalty 3172.049753 = -75568.702728
  nChanged 7
		SP:Iteration 8Q (8884.500000 sec): 3 clusters
  Score: Raw -78779.711142 + Penalty 3172.049753 = -75607.661389
  nChanged 4
		SP:Iteration 9Q (8884.500000 sec): 3 clusters
  Score: Raw -78792.231129 + Penalty 3172.049753 = -75620.181376
  nChanged 0
		SP:Iteration 10F (8884.500000 sec): 3 clusters
  Score: Raw -78792.231129 + Penalty 3172.049753 = -75620.181376
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.510000 sec): 2 clusters
  Score: Raw -24575.550785 + Penalty 1363.297720 = -23212.253065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.510000 sec): 3 clusters
  Score: Raw -24796.829903 + Penalty 2726.595440 = -22070.234464
  nChanged 29
		SP:Iteration 1F (8884.510000 sec): 3 clusters
  Score: Raw -25052.257997 + Penalty 2726.595440 = -22325.662557
  nChanged 12
		SP:Iteration 2Q (8884.510000 sec): 3 clusters
  Score: Raw -25254.389549 + Penalty 2726.595440 = -22527.794110
  nChanged 6
		SP:Iteration 3Q (8884.510000 sec): 3 clusters
  Score: Raw -25281.744649 + Penalty 2726.595440 = -22555.149209
  nChanged 6
		SP:Iteration 4Q (8884.510000 sec): 3 clusters
  Score: Raw -25327.146646 + Penalty 2726.595440 = -22600.551206
  nChanged 3
		SP:Iteration 5Q (8884.510000 sec): 3 clusters
  Score: Raw -25351.889583 + Penalty 2726.595440 = -22625.294144
  nChanged 5
		SP:Iteration 6Q (8884.510000 sec): 3 clusters
  Score: Raw -25401.595651 + Penalty 2726.595440 = -22675.000211
  nChanged 0
		SP:Iteration 7F (8884.510000 sec): 3 clusters
  Score: Raw -25401.595651 + Penalty 2726.595440 = -22675.000211
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.510000 sec): 2 clusters
  Score: Raw -33339.247056 + Penalty 1391.149005 = -31948.098051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.520000 sec): 3 clusters
  Score: Raw -33576.708366 + Penalty 2782.298010 = -30794.410355
  nChanged 44
		SP:Iteration 1F (8884.520000 sec): 3 clusters
  Score: Raw -33852.980955 + Penalty 2782.298010 = -31070.682945
  nChanged 11
		SP:Iteration 2Q (8884.520000 sec): 3 clusters
  Score: Raw -33899.365862 + Penalty 2782.298010 = -31117.067851
  nChanged 4
		SP:Iteration 3Q (8884.520000 sec): 3 clusters
  Score: Raw -33922.773349 + Penalty 2782.298010 = -31140.475338
  nChanged 3
		SP:Iteration 4Q (8884.520000 sec): 3 clusters
  Score: Raw -33947.356209 + Penalty 2782.298010 = -31165.058198
  nChanged 6
		SP:Iteration 5Q (8884.520000 sec): 3 clusters
  Score: Raw -33976.037060 + Penalty 2782.298010 = -31193.739049
  nChanged 2
		SP:Iteration 6Q (8884.520000 sec): 3 clusters
  Score: Raw -33984.859424 + Penalty 2782.298010 = -31202.561414
  nChanged 2
		SP:Iteration 7Q (8884.520000 sec): 3 clusters
  Score: Raw -34000.674857 + Penalty 2782.298010 = -31218.376847
  nChanged 2
		SP:Iteration 8Q (8884.520000 sec): 3 clusters
  Score: Raw -34021.593083 + Penalty 2782.298010 = -31239.295073
  nChanged 3
		SP:Iteration 9Q (8884.530000 sec): 3 clusters
  Score: Raw -34046.766030 + Penalty 2782.298010 = -31264.468019
  nChanged 2
		SP:Iteration 10Q (8884.530000 sec): 3 clusters
  Score: Raw -34070.893723 + Penalty 2782.298010 = -31288.595712
  nChanged 1
		SP:Iteration 11Q (8884.530000 sec): 3 clusters
  Score: Raw -34076.248803 + Penalty 2782.298010 = -31293.950792
  nChanged 1
		SP:Iteration 12Q (8884.530000 sec): 3 clusters
  Score: Raw -34083.310578 + Penalty 2782.298010 = -31301.012567
  nChanged 0
		SP:Iteration 13F (8884.530000 sec): 3 clusters
  Score: Raw -34083.310578 + Penalty 2782.298010 = -31301.012567
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (220 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.530000 sec): 2 clusters
  Score: Raw -29705.057368 + Penalty 1337.619631 = -28367.437737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.530000 sec): 3 clusters
  Score: Raw -29914.924859 + Penalty 2675.239263 = -27239.685596
  nChanged 23
		SP:Iteration 1F (8884.530000 sec): 3 clusters
  Score: Raw -30008.323905 + Penalty 2675.239263 = -27333.084642
  nChanged 7
		SP:Iteration 2Q (8884.530000 sec): 3 clusters
  Score: Raw -30040.975868 + Penalty 2675.239263 = -27365.736605
  nChanged 1
		SP:Iteration 3Q (8884.530000 sec): 3 clusters
  Score: Raw -30051.040250 + Penalty 2675.239263 = -27375.800987
  nChanged 2
		SP:Iteration 4Q (8884.530000 sec): 3 clusters
  Score: Raw -30067.859326 + Penalty 2675.239263 = -27392.620063
  nChanged 0
		SP:Iteration 5F (8884.530000 sec): 3 clusters
  Score: Raw -30067.859326 + Penalty 2675.239263 = -27392.620063
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.540000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.540000 sec): 3 clusters
  Score: Raw -55091.375993 + Penalty 2975.472535 = -52115.903458
  nChanged 60
		SP:Iteration 1F (8884.540000 sec): 3 clusters
  Score: Raw -55236.171269 + Penalty 2975.472535 = -52260.698734
  nChanged 24
		SP:Iteration 2F (8884.540000 sec): 3 clusters
  Score: Raw -55310.987915 + Penalty 2975.472535 = -52335.515381
  nChanged 14
		SP:Iteration 3Q (8884.540000 sec): 3 clusters
  Score: Raw -55355.184429 + Penalty 2975.472535 = -52379.711894
  nChanged 7
		SP:Iteration 4Q (8884.550000 sec): 3 clusters
  Score: Raw -55374.608150 + Penalty 2975.472535 = -52399.135615
  nChanged 3
		SP:Iteration 5Q (8884.550000 sec): 3 clusters
  Score: Raw -55384.317005 + Penalty 2975.472535 = -52408.844470
  nChanged 1
		SP:Iteration 6Q (8884.550000 sec): 3 clusters
  Score: Raw -55386.613597 + Penalty 2975.472535 = -52411.141062
  nChanged 0
		SP:Iteration 7F (8884.550000 sec): 3 clusters
  Score: Raw -55386.613597 + Penalty 2975.472535 = -52411.141062
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.550000 sec): 2 clusters
  Score: Raw -17577.559976 + Penalty 1308.972435 = -16268.587541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.550000 sec): 3 clusters
  Score: Raw -18116.419310 + Penalty 2617.944871 = -15498.474439
  nChanged 25
		SP:Iteration 1F (8884.550000 sec): 3 clusters
  Score: Raw -18229.842877 + Penalty 2617.944871 = -15611.898006
  nChanged 11
		SP:Iteration 2F (8884.550000 sec): 3 clusters
  Score: Raw -18306.634345 + Penalty 2617.944871 = -15688.689474
  nChanged 4
		SP:Iteration 3Q (8884.550000 sec): 3 clusters
  Score: Raw -18332.667239 + Penalty 2617.944871 = -15714.722368
  nChanged 3
		SP:Iteration 4Q (8884.550000 sec): 3 clusters
  Score: Raw -18343.337190 + Penalty 2617.944871 = -15725.392319
  nChanged 4
		SP:Iteration 5Q (8884.550000 sec): 3 clusters
  Score: Raw -18354.784423 + Penalty 2617.944871 = -15736.839552
  nChanged 3
		SP:Iteration 6Q (8884.560000 sec): 3 clusters
  Score: Raw -18370.396225 + Penalty 2617.944871 = -15752.451354
  nChanged 5
		SP:Iteration 7Q (8884.560000 sec): 3 clusters
  Score: Raw -18395.376031 + Penalty 2617.944871 = -15777.431160
  nChanged 1
		SP:Iteration 8Q (8884.560000 sec): 3 clusters
  Score: Raw -18401.097506 + Penalty 2617.944871 = -15783.152635
  nChanged 1
		SP:Iteration 9Q (8884.560000 sec): 3 clusters
  Score: Raw -18406.665959 + Penalty 2617.944871 = -15788.721088
  nChanged 1
		SP:Iteration 10Q (8884.560000 sec): 3 clusters
  Score: Raw -18414.075544 + Penalty 2617.944871 = -15796.130673
  nChanged 2
		SP:Iteration 11Q (8884.560000 sec): 3 clusters
  Score: Raw -18455.956512 + Penalty 2617.944871 = -15838.011641
  nChanged 0
		SP:Iteration 12F (8884.560000 sec): 3 clusters
  Score: Raw -18458.530363 + Penalty 2617.944871 = -15840.585492
  nChanged 1
		SP:Iteration 13Q (8884.560000 sec): 3 clusters
  Score: Raw -18464.594863 + Penalty 2617.944871 = -15846.649992
  nChanged 0
		SP:Iteration 14F (8884.560000 sec): 3 clusters
  Score: Raw -18464.594863 + Penalty 2617.944871 = -15846.649992
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.560000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.570000 sec): 3 clusters
  Score: Raw -29585.568490 + Penalty 2686.385799 = -26899.182690
  nChanged 20
		SP:Iteration 1F (8884.570000 sec): 3 clusters
  Score: Raw -29684.607558 + Penalty 2686.385799 = -26998.221759
  nChanged 5
		SP:Iteration 2Q (8884.570000 sec): 3 clusters
  Score: Raw -29703.741175 + Penalty 2686.385799 = -27017.355375
  nChanged 1
		SP:Iteration 3Q (8884.570000 sec): 3 clusters
  Score: Raw -29705.315768 + Penalty 2686.385799 = -27018.929969
  nChanged 0
		SP:Iteration 4F (8884.570000 sec): 3 clusters
  Score: Raw -29705.315768 + Penalty 2686.385799 = -27018.929969
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.570000 sec): 2 clusters
  Score: Raw -46074.767155 + Penalty 1447.033063 = -44627.734092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.570000 sec): 3 clusters
  Score: Raw -46272.695384 + Penalty 2894.066126 = -43378.629259
  nChanged 63
		SP:Iteration 1F (8884.570000 sec): 3 clusters
  Score: Raw -46472.451785 + Penalty 2894.066126 = -43578.385660
  nChanged 18
		SP:Iteration 2F (8884.570000 sec): 3 clusters
  Score: Raw -46517.852207 + Penalty 2894.066126 = -43623.786081
  nChanged 8
		SP:Iteration 3Q (8884.570000 sec): 3 clusters
  Score: Raw -46546.351644 + Penalty 2894.066126 = -43652.285518
  nChanged 4
		SP:Iteration 4Q (8884.580000 sec): 3 clusters
  Score: Raw -46578.044619 + Penalty 2894.066126 = -43683.978493
  nChanged 2
		SP:Iteration 5Q (8884.580000 sec): 3 clusters
  Score: Raw -46585.992032 + Penalty 2894.066126 = -43691.925907
  nChanged 0
		SP:Iteration 6F (8884.580000 sec): 3 clusters
  Score: Raw -46585.992032 + Penalty 2894.066126 = -43691.925907
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.580000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.580000 sec): 3 clusters
  Score: Raw -55254.616734 + Penalty 3005.325105 = -52249.291629
  nChanged 75
		SP:Iteration 1F (8884.590000 sec): 3 clusters
  Score: Raw -55434.704833 + Penalty 3005.325105 = -52429.379728
  nChanged 26
		SP:Iteration 2F (8884.590000 sec): 3 clusters
  Score: Raw -55514.275846 + Penalty 3005.325105 = -52508.950741
  nChanged 17
		SP:Iteration 3Q (8884.590000 sec): 3 clusters
  Score: Raw -55609.800749 + Penalty 3005.325105 = -52604.475644
  nChanged 13
		SP:Iteration 4Q (8884.590000 sec): 3 clusters
  Score: Raw -55694.062391 + Penalty 3005.325105 = -52688.737286
  nChanged 17
		SP:Iteration 5Q (8884.590000 sec): 3 clusters
  Score: Raw -55763.096586 + Penalty 3005.325105 = -52757.771481
  nChanged 14
		SP:Iteration 6Q (8884.590000 sec): 3 clusters
  Score: Raw -55817.084732 + Penalty 3005.325105 = -52811.759627
  nChanged 12
		SP:Iteration 7Q (8884.590000 sec): 3 clusters
  Score: Raw -55875.300665 + Penalty 3005.325105 = -52869.975560
  nChanged 10
		SP:Iteration 8Q (8884.590000 sec): 3 clusters
  Score: Raw -55909.943875 + Penalty 3005.325105 = -52904.618770
  nChanged 4
		SP:Iteration 9Q (8884.600000 sec): 3 clusters
  Score: Raw -55927.960670 + Penalty 3005.325105 = -52922.635565
  nChanged 5
		SP:Iteration 10Q (8884.600000 sec): 3 clusters
  Score: Raw -55946.483255 + Penalty 3005.325105 = -52941.158150
  nChanged 5
		SP:Iteration 11Q (8884.600000 sec): 3 clusters
  Score: Raw -55962.929080 + Penalty 3005.325105 = -52957.603975
  nChanged 3
		SP:Iteration 12Q (8884.600000 sec): 3 clusters
  Score: Raw -55970.818807 + Penalty 3005.325105 = -52965.493702
  nChanged 0
		SP:Iteration 13F (8884.600000 sec): 3 clusters
  Score: Raw -55970.818807 + Penalty 3005.325105 = -52965.493702
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 39 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.600000 sec): 2 clusters
  Score: Raw -22896.629861 + Penalty 1287.853299 = -21608.776562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.610000 sec): 3 clusters
  Score: Raw -23174.922207 + Penalty 2575.706598 = -20599.215609
  nChanged 16
		SP:Iteration 1F (8884.610000 sec): 3 clusters
  Score: Raw -23241.219279 + Penalty 2575.706598 = -20665.512681
  nChanged 3
		SP:Iteration 2Q (8884.610000 sec): 3 clusters
  Score: Raw -23252.115778 + Penalty 2575.706598 = -20676.409180
  nChanged 1
		SP:Iteration 3Q (8884.610000 sec): 3 clusters
  Score: Raw -23256.066069 + Penalty 2575.706598 = -20680.359471
  nChanged 0
		SP:Iteration 4F (8884.610000 sec): 3 clusters
  Score: Raw -23256.066069 + Penalty 2575.706598 = -20680.359471
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.610000 sec): 2 clusters
  Score: Raw -68690.960353 + Penalty 1547.104507 = -67143.855846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.610000 sec): 3 clusters
  Score: Raw -68720.639017 + Penalty 3094.209014 = -65626.430003
  nChanged 90
		SP:Iteration 1F (8884.610000 sec): 3 clusters
  Score: Raw -68880.815630 + Penalty 3094.209014 = -65786.606616
  nChanged 28
		SP:Iteration 2F (8884.610000 sec): 3 clusters
  Score: Raw -68943.511037 + Penalty 3094.209014 = -65849.302023
  nChanged 14
		SP:Iteration 3Q (8884.620000 sec): 3 clusters
  Score: Raw -68976.459607 + Penalty 3094.209014 = -65882.250593
  nChanged 19
		SP:Iteration 4Q (8884.620000 sec): 3 clusters
  Score: Raw -69025.518970 + Penalty 3094.209014 = -65931.309956
  nChanged 10
		SP:Iteration 5Q (8884.620000 sec): 3 clusters
  Score: Raw -69049.527111 + Penalty 3094.209014 = -65955.318097
  nChanged 8
		SP:Iteration 6Q (8884.620000 sec): 3 clusters
  Score: Raw -69067.883847 + Penalty 3094.209014 = -65973.674833
  nChanged 6
		SP:Iteration 7Q (8884.630000 sec): 3 clusters
  Score: Raw -69079.671214 + Penalty 3094.209014 = -65985.462200
  nChanged 4
		SP:Iteration 8Q (8884.630000 sec): 3 clusters
  Score: Raw -69086.567879 + Penalty 3094.209014 = -65992.358865
  nChanged 2
		SP:Iteration 9Q (8884.630000 sec): 3 clusters
  Score: Raw -69091.301592 + Penalty 3094.209014 = -65997.092578
  nChanged 4
		SP:Iteration 10Q (8884.630000 sec): 3 clusters
  Score: Raw -69097.756293 + Penalty 3094.209014 = -66003.547279
  nChanged 3
		SP:Iteration 11Q (8884.630000 sec): 3 clusters
  Score: Raw -69103.740277 + Penalty 3094.209014 = -66009.531263
  nChanged 3
		SP:Iteration 12Q (8884.630000 sec): 3 clusters
  Score: Raw -69113.080245 + Penalty 3094.209014 = -66018.871231
  nChanged 0
		SP:Iteration 13F (8884.630000 sec): 3 clusters
  Score: Raw -69113.080245 + Penalty 3094.209014 = -66018.871231
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.630000 sec): 2 clusters
  Score: Raw -17507.566419 + Penalty 1347.563057 = -16160.003362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.630000 sec): 3 clusters
  Score: Raw -18008.907466 + Penalty 2695.126114 = -15313.781353
  nChanged 57
		SP:Iteration 1F (8884.630000 sec): 3 clusters
  Score: Raw -18473.797594 + Penalty 2695.126114 = -15778.671480
  nChanged 14
		SP:Iteration 2F (8884.630000 sec): 3 clusters
  Score: Raw -18691.398484 + Penalty 2695.126114 = -15996.272371
  nChanged 5
		SP:Iteration 3Q (8884.640000 sec): 3 clusters
  Score: Raw -18738.433629 + Penalty 2695.126114 = -16043.307516
  nChanged 3
		SP:Iteration 4Q (8884.640000 sec): 3 clusters
  Score: Raw -18759.225230 + Penalty 2695.126114 = -16064.099116
  nChanged 2
		SP:Iteration 5Q (8884.640000 sec): 3 clusters
  Score: Raw -18808.069482 + Penalty 2695.126114 = -16112.943369
  nChanged 1
		SP:Iteration 6Q (8884.640000 sec): 3 clusters
  Score: Raw -18813.896704 + Penalty 2695.126114 = -16118.770591
  nChanged 0
		SP:Iteration 7F (8884.640000 sec): 3 clusters
  Score: Raw -18813.896704 + Penalty 2695.126114 = -16118.770591
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 42 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.640000 sec): 2 clusters
  Score: Raw -25518.930557 + Penalty 1352.919637 = -24166.010921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.640000 sec): 3 clusters
  Score: Raw -25716.804080 + Penalty 2705.839273 = -23010.964807
  nChanged 28
		SP:Iteration 1F (8884.640000 sec): 3 clusters
  Score: Raw -25817.792405 + Penalty 2705.839273 = -23111.953132
  nChanged 9
		SP:Iteration 2Q (8884.650000 sec): 3 clusters
  Score: Raw -25852.872079 + Penalty 2705.839273 = -23147.032805
  nChanged 4
		SP:Iteration 3Q (8884.650000 sec): 3 clusters
  Score: Raw -25868.637146 + Penalty 2705.839273 = -23162.797872
  nChanged 2
		SP:Iteration 4Q (8884.650000 sec): 3 clusters
  Score: Raw -25877.635149 + Penalty 2705.839273 = -23171.795876
  nChanged 1
		SP:Iteration 5Q (8884.650000 sec): 3 clusters
  Score: Raw -25879.995558 + Penalty 2705.839273 = -23174.156285
  nChanged 2
		SP:Iteration 6Q (8884.650000 sec): 3 clusters
  Score: Raw -25884.621517 + Penalty 2705.839273 = -23178.782243
  nChanged 0
		SP:Iteration 7F (8884.650000 sec): 3 clusters
  Score: Raw -25884.621517 + Penalty 2705.839273 = -23178.782243
  nChanged 0
------ Evaluating fit on full set of 2436854 points ------
  Score: Raw -352963265.928084 + Penalty 149532.828906 = -352813733.099179
Time taken for this iteration:5363.960000 seconds.
 21->42 Clusters: Score -352813733.099179, best is -352692473.313345
THE BEST YET!

Main iterations: 0 (time per iteration =inf ms)
Total iterations: 19262 (time per iteration =470.042381 ms)

Def. Iteration metric 2:
Iteration_metric2 += (scalar)(nDims*nDims)*(scalar)(nPoints)
Iterations metric 2: 1108911224700.000000 (time per metric unit =8.164726ns)

Def. Iteration metric 3:
Iteration_metric3 += (scalar)(nDims*nDims)*(scalar)(nDims*nPoints)
Iterations metric 3: 33267336741000.000000 (time per metric unit=272.157535ps)

That took 9053.956351 seconds.
warning: commands will be executed using /bin/sh
job 5521 at Sun Apr  5 21:03:00 2015
FileBase	/isis1/Yuta/YutaData/YutaMouse32-150319/YutaMouse32-150319
ElecNo	3
UseFeatures	11111111111111111111111111111100000
DropLastNFeatures	0
UseDistributional	0
MaskStarts	500
MinClusters	20
MaxClusters	21
MaxPossibleClusters	200
nStarts	1
StartCluFile	
SplitEvery	40
SplitFirst	20
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
FullStepEvery	20
MaxIter	10000
RandomSeed	1
Debug	0
SplitInfo	1
Verbose	1
DistDump	0
DistThresh	6.907755
ChangedThresh	0.050000
Log	1
SaveTempCluEveryIter	0
Screen	1
PriorPoint	1
SaveSorted	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
RamLimitGB	-1.000000
AlwaysSplitBimodal	1
PointsForClusterMask	10.000000
MinMaskOverlap	0.000000
help	0
WARNING: You have chosen not to set a RAM limit, this may cause problems.
This run is expected to use between 9.08 and 13.62 GB of RAM.
Memory request: 4.54 GB would take us to total of 4.54 GB.
----------------------------------------------------------
Loaded 2436854 data points of dimension 30.
MEMO: A lower score indicates a better clustering 
 
Starting from 20 clusters...
Memory request: 1.51 GB would take us to total of 6.05 GB.
------ Running on subset of 812284 points ------
	SP: Assigned 20 initial classes randomly.
Deleting Class 11 (3160 points): Lose 1018.863460 but Gain 3374.686117
Iteration 0F (55.100000 sec): 19 clusters
  Score: Raw -109271146.625646 + Penalty 60744.350111 = -109210402.275534
  nChanged 768857
Deleting Class 2 (2397 points): Lose 2383.742902 but Gain 3374.686117
Iteration 1F (74.810000 sec): 18 clusters
  Score: Raw -115741614.441580 + Penalty 57369.663994 = -115684244.777586
  nChanged 264186
Deleting Class 3 (1875 points): Lose 2636.347275 but Gain 3374.686117
Iteration 2F (93.430000 sec): 17 clusters
  Score: Raw -116291989.224267 + Penalty 53994.977877 = -116237994.246390
  nChanged 157607
Deleting Class 6 (1877 points): Lose 2025.282323 but Gain 3374.686117
Iteration 3F (111.080000 sec): 16 clusters
  Score: Raw -116540239.590471 + Penalty 50620.291759 = -116489619.298711
  nChanged 99389
Iteration 4F (127.710000 sec): 16 clusters
  Score: Raw -116735699.566980 + Penalty 50620.291759 = -116685079.275221
  nChanged 77577
Iteration 5F (144.310000 sec): 16 clusters
  Score: Raw -117042771.226616 + Penalty 50620.291759 = -116992150.934856
  nChanged 63532
Iteration 6F (160.830000 sec): 16 clusters
  Score: Raw -117150722.424220 + Penalty 50620.291759 = -117100102.132460
  nChanged 51002
Iteration 7F (177.770000 sec): 16 clusters
  Score: Raw -117226441.635106 + Penalty 50620.291759 = -117175821.343347
  nChanged 43721
Iteration 8F (195.430000 sec): 16 clusters
  Score: Raw -117283179.834626 + Penalty 50620.291759 = -117232559.542866
  nChanged 38110
Iteration 9Q (202.220000 sec): 16 clusters
  Score: Raw -117321844.406074 + Penalty 50620.291759 = -117271224.114315
  nChanged 32122
Iteration 10Q (209.200000 sec): 16 clusters
  Score: Raw -117343703.108770 + Penalty 50620.291759 = -117293082.817011
  nChanged 27469
Iteration 11Q (215.480000 sec): 16 clusters
  Score: Raw -117359686.530270 + Penalty 50620.291759 = -117309066.238511
  nChanged 23637
Iteration 12Q (221.400000 sec): 16 clusters
  Score: Raw -117371966.351875 + Penalty 50620.291759 = -117321346.060116
  nChanged 19881
Iteration 13Q (227.240000 sec): 16 clusters
  Score: Raw -117380760.163007 + Penalty 50620.291759 = -117330139.871247
  nChanged 16325
Iteration 14Q (232.970000 sec): 16 clusters
  Score: Raw -117386205.531779 + Penalty 50620.291759 = -117335585.240020
  nChanged 13005
Iteration 15Q (238.630000 sec): 16 clusters
  Score: Raw -117389477.497215 + Penalty 50620.291759 = -117338857.205456
  nChanged 10649
Iteration 16Q (244.230000 sec): 16 clusters
  Score: Raw -117391553.154612 + Penalty 50620.291759 = -117340932.862852
  nChanged 8842
Iteration 17Q (249.820000 sec): 16 clusters
  Score: Raw -117392954.465397 + Penalty 50620.291759 = -117342334.173637
  nChanged 7442
Iteration 18Q (255.380000 sec): 16 clusters
  Score: Raw -117393979.526973 + Penalty 50620.291759 = -117343359.235213
  nChanged 6430
Iteration 19Q (260.940000 sec): 16 clusters
  Score: Raw -117394767.004331 + Penalty 50620.291759 = -117344146.712572
  nChanged 5615
Writing temp clu file 
Because OldScore, -117343359.235213, is greater than current (better) Score,-117344146.712572 
 Compute initial score before splitting:   Score: Raw -117394767.004331 + Penalty 50620.291759 = -117344146.712572
Memory request: 0.01 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (2341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (261.080000 sec): 2 clusters
  Score: Raw -339015.487845 + Penalty 1924.066700 = -337091.421145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (261.090000 sec): 3 clusters
  Score: Raw -338153.813646 + Penalty 3848.133400 = -334305.680246
  nChanged 777
		SP:Iteration 1F (261.090000 sec): 3 clusters
  Score: Raw -338918.802037 + Penalty 3848.133400 = -335070.668638
  nChanged 230
		SP:Iteration 2F (261.110000 sec): 3 clusters
  Score: Raw -339343.151311 + Penalty 3848.133400 = -335495.017911
  nChanged 192
		SP:Iteration 3F (261.110000 sec): 3 clusters
  Score: Raw -339709.805703 + Penalty 3848.133400 = -335861.672303
  nChanged 167
		SP:Iteration 4F (261.120000 sec): 3 clusters
  Score: Raw -340107.716501 + Penalty 3848.133400 = -336259.583101
  nChanged 163
		SP:Iteration 5F (261.130000 sec): 3 clusters
  Score: Raw -340541.137327 + Penalty 3848.133400 = -336693.003927
  nChanged 152
		SP:Iteration 6F (261.150000 sec): 3 clusters
  Score: Raw -340906.040628 + Penalty 3848.133400 = -337057.907228
  nChanged 116
		SP:Iteration 7Q (261.160000 sec): 3 clusters
  Score: Raw -341233.785403 + Penalty 3848.133400 = -337385.652003
  nChanged 75
		SP:Iteration 8Q (261.160000 sec): 3 clusters
  Score: Raw -341430.115429 + Penalty 3848.133400 = -337581.982029
  nChanged 56
		SP:Iteration 9Q (261.170000 sec): 3 clusters
  Score: Raw -341541.970691 + Penalty 3848.133400 = -337693.837291
  nChanged 47
		SP:Iteration 10Q (261.180000 sec): 3 clusters
  Score: Raw -341642.567784 + Penalty 3848.133400 = -337794.434384
  nChanged 59
		SP:Iteration 11Q (261.180000 sec): 3 clusters
  Score: Raw -341842.666046 + Penalty 3848.133400 = -337994.532647
  nChanged 62
		SP:Iteration 12Q (261.190000 sec): 3 clusters
  Score: Raw -342078.229840 + Penalty 3848.133400 = -338230.096440
  nChanged 36
		SP:Iteration 13Q (261.200000 sec): 3 clusters
  Score: Raw -342186.164277 + Penalty 3848.133400 = -338338.030878
  nChanged 27
		SP:Iteration 14Q (261.210000 sec): 3 clusters
  Score: Raw -342256.749863 + Penalty 3848.133400 = -338408.616463
  nChanged 18
		SP:Iteration 15Q (261.210000 sec): 3 clusters
  Score: Raw -342295.663226 + Penalty 3848.133400 = -338447.529826
  nChanged 12
		SP:Iteration 16Q (261.220000 sec): 3 clusters
  Score: Raw -342309.621294 + Penalty 3848.133400 = -338461.487894
  nChanged 3
		SP:Iteration 17Q (261.230000 sec): 3 clusters
  Score: Raw -342311.225041 + Penalty 3848.133400 = -338463.091641
  nChanged 1
		SP:Iteration 18Q (261.240000 sec): 3 clusters
  Score: Raw -342311.403491 + Penalty 3848.133400 = -338463.270091
  nChanged 0
		SP:Iteration 19F (261.240000 sec): 3 clusters
  Score: Raw -342311.403491 + Penalty 3848.133400 = -338463.270091
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 2.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (1873 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (261.260000 sec): 2 clusters
  Score: Raw -275274.500777 + Penalty 1868.753582 = -273405.747195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (261.260000 sec): 3 clusters
  Score: Raw -274618.458286 + Penalty 3737.507164 = -270880.951121
  nChanged 586
		SP:Iteration 1F (261.270000 sec): 3 clusters
  Score: Raw -275048.661034 + Penalty 3737.507164 = -271311.153869
  nChanged 130
		SP:Iteration 2F (261.280000 sec): 3 clusters
  Score: Raw -275182.694701 + Penalty 3737.507164 = -271445.187537
  nChanged 78
		SP:Iteration 3Q (261.280000 sec): 3 clusters
  Score: Raw -275255.410561 + Penalty 3737.507164 = -271517.903397
  nChanged 64
		SP:Iteration 4Q (261.290000 sec): 3 clusters
  Score: Raw -275306.863160 + Penalty 3737.507164 = -271569.355995
  nChanged 38
		SP:Iteration 5Q (261.300000 sec): 3 clusters
  Score: Raw -275337.317416 + Penalty 3737.507164 = -271599.810251
  nChanged 28
		SP:Iteration 6Q (261.310000 sec): 3 clusters
  Score: Raw -275364.194272 + Penalty 3737.507164 = -271626.687108
  nChanged 27
		SP:Iteration 7Q (261.320000 sec): 3 clusters
  Score: Raw -275388.121949 + Penalty 3737.507164 = -271650.614784
  nChanged 27
		SP:Iteration 8Q (261.320000 sec): 3 clusters
  Score: Raw -275412.668300 + Penalty 3737.507164 = -271675.161135
  nChanged 23
		SP:Iteration 9Q (261.330000 sec): 3 clusters
  Score: Raw -275430.586934 + Penalty 3737.507164 = -271693.079770
  nChanged 21
		SP:Iteration 10Q (261.340000 sec): 3 clusters
  Score: Raw -275449.709489 + Penalty 3737.507164 = -271712.202325
  nChanged 20
		SP:Iteration 11Q (261.340000 sec): 3 clusters
  Score: Raw -275465.576054 + Penalty 3737.507164 = -271728.068890
  nChanged 17
		SP:Iteration 12Q (261.350000 sec): 3 clusters
  Score: Raw -275477.840358 + Penalty 3737.507164 = -271740.333194
  nChanged 13
		SP:Iteration 13Q (261.360000 sec): 3 clusters
  Score: Raw -275488.883664 + Penalty 3737.507164 = -271751.376500
  nChanged 10
		SP:Iteration 14Q (261.360000 sec): 3 clusters
  Score: Raw -275501.936207 + Penalty 3737.507164 = -271764.429043
  nChanged 13
		SP:Iteration 15Q (261.370000 sec): 3 clusters
  Score: Raw -275513.492196 + Penalty 3737.507164 = -271775.985032
  nChanged 14
		SP:Iteration 16Q (261.380000 sec): 3 clusters
  Score: Raw -275528.081753 + Penalty 3737.507164 = -271790.574588
  nChanged 20
		SP:Iteration 17Q (261.390000 sec): 3 clusters
  Score: Raw -275543.630995 + Penalty 3737.507164 = -271806.123831
  nChanged 20
		SP:Iteration 18Q (261.400000 sec): 3 clusters
  Score: Raw -275558.213630 + Penalty 3737.507164 = -271820.706466
  nChanged 16
		SP:Iteration 19Q (261.400000 sec): 3 clusters
  Score: Raw -275572.179189 + Penalty 3737.507164 = -271834.672025
  nChanged 11
		SP:Iteration 20F (261.410000 sec): 3 clusters
  Score: Raw -275582.200039 + Penalty 3737.507164 = -271844.692875
  nChanged 11
		SP:Iteration 21Q (261.420000 sec): 3 clusters
  Score: Raw -275589.949826 + Penalty 3737.507164 = -271852.442662
  nChanged 13
		SP:Iteration 22Q (261.420000 sec): 3 clusters
  Score: Raw -275603.593703 + Penalty 3737.507164 = -271866.086538
  nChanged 16
		SP:Iteration 23Q (261.430000 sec): 3 clusters
  Score: Raw -275614.437590 + Penalty 3737.507164 = -271876.930425
  nChanged 10
		SP:Iteration 24Q (261.440000 sec): 3 clusters
  Score: Raw -275622.052220 + Penalty 3737.507164 = -271884.545056
  nChanged 10
		SP:Iteration 25Q (261.440000 sec): 3 clusters
  Score: Raw -275628.605132 + Penalty 3737.507164 = -271891.097968
  nChanged 10
		SP:Iteration 26Q (261.450000 sec): 3 clusters
  Score: Raw -275637.138407 + Penalty 3737.507164 = -271899.631243
  nChanged 7
		SP:Iteration 27Q (261.460000 sec): 3 clusters
  Score: Raw -275642.501594 + Penalty 3737.507164 = -271904.994430
  nChanged 10
		SP:Iteration 28Q (261.470000 sec): 3 clusters
  Score: Raw -275650.682399 + Penalty 3737.507164 = -271913.175235
  nChanged 13
		SP:Iteration 29Q (261.480000 sec): 3 clusters
  Score: Raw -275659.723501 + Penalty 3737.507164 = -271922.216336
  nChanged 8
		SP:Iteration 30Q (261.480000 sec): 3 clusters
  Score: Raw -275666.155082 + Penalty 3737.507164 = -271928.647918
  nChanged 7
		SP:Iteration 31Q (261.490000 sec): 3 clusters
  Score: Raw -275672.748380 + Penalty 3737.507164 = -271935.241216
  nChanged 7
		SP:Iteration 32Q (261.500000 sec): 3 clusters
  Score: Raw -275677.050858 + Penalty 3737.507164 = -271939.543694
  nChanged 2
		SP:Iteration 33Q (261.500000 sec): 3 clusters
  Score: Raw -275678.603235 + Penalty 3737.507164 = -271941.096071
  nChanged 3
		SP:Iteration 34Q (261.510000 sec): 3 clusters
  Score: Raw -275680.250023 + Penalty 3737.507164 = -271942.742858
  nChanged 3
		SP:Iteration 35Q (261.520000 sec): 3 clusters
  Score: Raw -275681.774740 + Penalty 3737.507164 = -271944.267576
  nChanged 3
		SP:Iteration 36Q (261.520000 sec): 3 clusters
  Score: Raw -275682.958548 + Penalty 3737.507164 = -271945.451383
  nChanged 2
		SP:Iteration 37Q (261.530000 sec): 3 clusters
  Score: Raw -275683.988648 + Penalty 3737.507164 = -271946.481483
  nChanged 2
		SP:Iteration 38Q (261.540000 sec): 3 clusters
  Score: Raw -275684.813622 + Penalty 3737.507164 = -271947.306458
  nChanged 0
		SP:Iteration 39F (261.550000 sec): 3 clusters
  Score: Raw -275684.813622 + Penalty 3737.507164 = -271947.306458
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (1175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (261.550000 sec): 2 clusters
  Score: Raw -147026.159700 + Penalty 1753.117810 = -145273.041891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (261.560000 sec): 3 clusters
  Score: Raw -146999.272264 + Penalty 3506.235620 = -143493.036644
  nChanged 397
		SP:Iteration 1F (261.560000 sec): 3 clusters
  Score: Raw -148139.650763 + Penalty 3506.235620 = -144633.415143
  nChanged 175
		SP:Iteration 2F (261.570000 sec): 3 clusters
  Score: Raw -149094.846835 + Penalty 3506.235620 = -145588.611215
  nChanged 109
		SP:Iteration 3F (261.570000 sec): 3 clusters
  Score: Raw -149649.074474 + Penalty 3506.235620 = -146142.838855
  nChanged 55
		SP:Iteration 4Q (261.570000 sec): 3 clusters
  Score: Raw -149954.704709 + Penalty 3506.235620 = -146448.469089
  nChanged 32
		SP:Iteration 5Q (261.580000 sec): 3 clusters
  Score: Raw -150063.219607 + Penalty 3506.235620 = -146556.983988
  nChanged 20
		SP:Iteration 6Q (261.580000 sec): 3 clusters
  Score: Raw -150218.499862 + Penalty 3506.235620 = -146712.264243
  nChanged 9
		SP:Iteration 7Q (261.580000 sec): 3 clusters
  Score: Raw -150280.246367 + Penalty 3506.235620 = -146774.010748
  nChanged 9
		SP:Iteration 8Q (261.590000 sec): 3 clusters
  Score: Raw -150291.257718 + Penalty 3506.235620 = -146785.022099
  nChanged 6
		SP:Iteration 9Q (261.590000 sec): 3 clusters
  Score: Raw -150298.997228 + Penalty 3506.235620 = -146792.761608
  nChanged 6
		SP:Iteration 10Q (261.600000 sec): 3 clusters
  Score: Raw -150309.819104 + Penalty 3506.235620 = -146803.583484
  nChanged 4
		SP:Iteration 11Q (261.600000 sec): 3 clusters
  Score: Raw -150314.993081 + Penalty 3506.235620 = -146808.757461
  nChanged 1
		SP:Iteration 12Q (261.600000 sec): 3 clusters
  Score: Raw -150316.550840 + Penalty 3506.235620 = -146810.315221
  nChanged 1
		SP:Iteration 13Q (261.600000 sec): 3 clusters
  Score: Raw -150317.490984 + Penalty 3506.235620 = -146811.255364
  nChanged 0
		SP:Iteration 14F (261.610000 sec): 3 clusters
  Score: Raw -150317.490984 + Penalty 3506.235620 = -146811.255364
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 3.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (27417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (261.740000 sec): 2 clusters
  Score: Raw -3845299.844555 + Penalty 2534.291797 = -3842765.552758
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (261.850000 sec): 3 clusters
  Score: Raw -3828920.562216 + Penalty 5068.583595 = -3823851.978621
  nChanged 12366
		SP:Iteration 1F (261.970000 sec): 3 clusters
  Score: Raw -3836492.584360 + Penalty 5068.583595 = -3831424.000765
  nChanged 2340
		SP:Iteration 2F (262.070000 sec): 3 clusters
  Score: Raw -3839699.795361 + Penalty 5068.583595 = -3834631.211767
  nChanged 3268
		SP:Iteration 3F (262.180000 sec): 3 clusters
  Score: Raw -3844963.203423 + Penalty 5068.583595 = -3839894.619828
  nChanged 3281
		SP:Iteration 4F (262.290000 sec): 3 clusters
  Score: Raw -3849438.264692 + Penalty 5068.583595 = -3844369.681097
  nChanged 2300
		SP:Iteration 5F (262.400000 sec): 3 clusters
  Score: Raw -3851617.132803 + Penalty 5068.583595 = -3846548.549208
  nChanged 1437
		SP:Iteration 6F (262.500000 sec): 3 clusters
  Score: Raw -3852813.330307 + Penalty 5068.583595 = -3847744.746712
  nChanged 1036
		SP:Iteration 7Q (262.610000 sec): 3 clusters
  Score: Raw -3853641.835507 + Penalty 5068.583595 = -3848573.251913
  nChanged 838
		SP:Iteration 8Q (262.700000 sec): 3 clusters
  Score: Raw -3854259.691183 + Penalty 5068.583595 = -3849191.107588
  nChanged 742
		SP:Iteration 9Q (262.800000 sec): 3 clusters
  Score: Raw -3854803.070644 + Penalty 5068.583595 = -3849734.487049
  nChanged 695
		SP:Iteration 10Q (262.900000 sec): 3 clusters
  Score: Raw -3855305.123194 + Penalty 5068.583595 = -3850236.539599
  nChanged 585
		SP:Iteration 11Q (262.990000 sec): 3 clusters
  Score: Raw -3855669.839340 + Penalty 5068.583595 = -3850601.255745
  nChanged 488
		SP:Iteration 12Q (263.090000 sec): 3 clusters
  Score: Raw -3855896.638323 + Penalty 5068.583595 = -3850828.054729
  nChanged 353
		SP:Iteration 13Q (263.180000 sec): 3 clusters
  Score: Raw -3856019.663145 + Penalty 5068.583595 = -3850951.079550
  nChanged 239
		SP:Iteration 14Q (263.270000 sec): 3 clusters
  Score: Raw -3856081.063700 + Penalty 5068.583595 = -3851012.480105
  nChanged 192
		SP:Iteration 15Q (263.370000 sec): 3 clusters
  Score: Raw -3856122.921033 + Penalty 5068.583595 = -3851054.337439
  nChanged 141
		SP:Iteration 16Q (263.460000 sec): 3 clusters
  Score: Raw -3856150.142102 + Penalty 5068.583595 = -3851081.558507
  nChanged 103
		SP:Iteration 17Q (263.550000 sec): 3 clusters
  Score: Raw -3856166.948326 + Penalty 5068.583595 = -3851098.364731
  nChanged 82
		SP:Iteration 18Q (263.640000 sec): 3 clusters
  Score: Raw -3856178.803865 + Penalty 5068.583595 = -3851110.220270
  nChanged 64
		SP:Iteration 19Q (263.730000 sec): 3 clusters
  Score: Raw -3856188.755617 + Penalty 5068.583595 = -3851120.172022
  nChanged 65
		SP:Iteration 20F (263.840000 sec): 3 clusters
  Score: Raw -3856199.365928 + Penalty 5068.583595 = -3851130.782333
  nChanged 55
		SP:Iteration 21Q (263.930000 sec): 3 clusters
  Score: Raw -3856206.858044 + Penalty 5068.583595 = -3851138.274449
  nChanged 38
		SP:Iteration 22Q (264.020000 sec): 3 clusters
  Score: Raw -3856212.967063 + Penalty 5068.583595 = -3851144.383468
  nChanged 33
		SP:Iteration 23Q (264.110000 sec): 3 clusters
  Score: Raw -3856216.949466 + Penalty 5068.583595 = -3851148.365871
  nChanged 23
		SP:Iteration 24Q (264.200000 sec): 3 clusters
  Score: Raw -3856219.151384 + Penalty 5068.583595 = -3851150.567789
  nChanged 17
		SP:Iteration 25Q (264.290000 sec): 3 clusters
  Score: Raw -3856220.971571 + Penalty 5068.583595 = -3851152.387976
  nChanged 20
		SP:Iteration 26Q (264.390000 sec): 3 clusters
  Score: Raw -3856222.723868 + Penalty 5068.583595 = -3851154.140273
  nChanged 21
		SP:Iteration 27Q (264.480000 sec): 3 clusters
  Score: Raw -3856225.946794 + Penalty 5068.583595 = -3851157.363199
  nChanged 23
		SP:Iteration 28Q (264.570000 sec): 3 clusters
  Score: Raw -3856229.113197 + Penalty 5068.583595 = -3851160.529603
  nChanged 18
		SP:Iteration 29Q (264.660000 sec): 3 clusters
  Score: Raw -3856230.797596 + Penalty 5068.583595 = -3851162.214001
  nChanged 13
		SP:Iteration 30Q (264.750000 sec): 3 clusters
  Score: Raw -3856231.721755 + Penalty 5068.583595 = -3851163.138160
  nChanged 5
		SP:Iteration 31Q (264.850000 sec): 3 clusters
  Score: Raw -3856232.152851 + Penalty 5068.583595 = -3851163.569256
  nChanged 11
		SP:Iteration 32Q (264.940000 sec): 3 clusters
  Score: Raw -3856233.243793 + Penalty 5068.583595 = -3851164.660198
  nChanged 10
		SP:Iteration 33Q (265.030000 sec): 3 clusters
  Score: Raw -3856234.242750 + Penalty 5068.583595 = -3851165.659155
  nChanged 12
		SP:Iteration 34Q (265.120000 sec): 3 clusters
  Score: Raw -3856235.352724 + Penalty 5068.583595 = -3851166.769129
  nChanged 11
		SP:Iteration 35Q (265.210000 sec): 3 clusters
  Score: Raw -3856236.432338 + Penalty 5068.583595 = -3851167.848743
  nChanged 13
		SP:Iteration 36Q (265.310000 sec): 3 clusters
  Score: Raw -3856238.082268 + Penalty 5068.583595 = -3851169.498673
  nChanged 12
		SP:Iteration 37Q (265.400000 sec): 3 clusters
  Score: Raw -3856239.114469 + Penalty 5068.583595 = -3851170.530874
  nChanged 7
		SP:Iteration 38Q (265.490000 sec): 3 clusters
  Score: Raw -3856239.846815 + Penalty 5068.583595 = -3851171.263220
  nChanged 10
		SP:Iteration 39Q (265.590000 sec): 3 clusters
  Score: Raw -3856240.599127 + Penalty 5068.583595 = -3851172.015532
  nChanged 6
		SP:Iteration 40F (265.690000 sec): 3 clusters
  Score: Raw -3856241.221658 + Penalty 5068.583595 = -3851172.638064
  nChanged 10
		SP:Iteration 41Q (265.780000 sec): 3 clusters
  Score: Raw -3856242.095583 + Penalty 5068.583595 = -3851173.511988
  nChanged 8
		SP:Iteration 42Q (265.870000 sec): 3 clusters
  Score: Raw -3856242.612555 + Penalty 5068.583595 = -3851174.028960
  nChanged 6
		SP:Iteration 43Q (265.970000 sec): 3 clusters
  Score: Raw -3856242.965031 + Penalty 5068.583595 = -3851174.381436
  nChanged 1
		SP:Iteration 44Q (266.060000 sec): 3 clusters
  Score: Raw -3856243.045234 + Penalty 5068.583595 = -3851174.461639
  nChanged 1
		SP:Iteration 45Q (266.150000 sec): 3 clusters
  Score: Raw -3856243.096727 + Penalty 5068.583595 = -3851174.513133
  nChanged 1
		SP:Iteration 46Q (266.230000 sec): 3 clusters
  Score: Raw -3856243.155495 + Penalty 5068.583595 = -3851174.571900
  nChanged 0
		SP:Iteration 47F (266.330000 sec): 3 clusters
  Score: Raw -3856243.155495 + Penalty 5068.583595 = -3851174.571900
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 6.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (57693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (266.660000 sec): 2 clusters
  Score: Raw -8726390.859667 + Penalty 2718.797000 = -8723672.062668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (266.880000 sec): 3 clusters
  Score: Raw -8690262.095045 + Penalty 5437.593999 = -8684824.501045
  nChanged 26859
		SP:Iteration 1F (267.090000 sec): 3 clusters
  Score: Raw -8705388.432632 + Penalty 5437.593999 = -8699950.838632
  nChanged 2299
		SP:Iteration 2Q (267.320000 sec): 3 clusters
  Score: Raw -8706087.093495 + Penalty 5437.593999 = -8700649.499496
  nChanged 2231
		SP:Iteration 3Q (267.540000 sec): 3 clusters
  Score: Raw -8706859.245373 + Penalty 5437.593999 = -8701421.651373
  nChanged 2303
		SP:Iteration 4Q (267.760000 sec): 3 clusters
  Score: Raw -8707784.469718 + Penalty 5437.593999 = -8702346.875718
  nChanged 2409
		SP:Iteration 5Q (267.980000 sec): 3 clusters
  Score: Raw -8708892.660917 + Penalty 5437.593999 = -8703455.066918
  nChanged 2579
		SP:Iteration 6Q (268.200000 sec): 3 clusters
  Score: Raw -8710169.173229 + Penalty 5437.593999 = -8704731.579230
  nChanged 2706
		SP:Iteration 7Q (268.420000 sec): 3 clusters
  Score: Raw -8711672.314359 + Penalty 5437.593999 = -8706234.720359
  nChanged 2820
		SP:Iteration 8Q (268.640000 sec): 3 clusters
  Score: Raw -8713360.431500 + Penalty 5437.593999 = -8707922.837501
  nChanged 2768
		SP:Iteration 9Q (268.860000 sec): 3 clusters
  Score: Raw -8715114.794609 + Penalty 5437.593999 = -8709677.200610
  nChanged 2704
		SP:Iteration 10Q (269.070000 sec): 3 clusters
  Score: Raw -8716915.261572 + Penalty 5437.593999 = -8711477.667572
  nChanged 2517
		SP:Iteration 11Q (269.280000 sec): 3 clusters
  Score: Raw -8718582.164297 + Penalty 5437.593999 = -8713144.570298
  nChanged 2098
		SP:Iteration 12Q (269.480000 sec): 3 clusters
  Score: Raw -8719842.865523 + Penalty 5437.593999 = -8714405.271524
  nChanged 1775
		SP:Iteration 13Q (269.680000 sec): 3 clusters
  Score: Raw -8720903.698808 + Penalty 5437.593999 = -8715466.104809
  nChanged 1564
		SP:Iteration 14Q (269.870000 sec): 3 clusters
  Score: Raw -8721805.715203 + Penalty 5437.593999 = -8716368.121203
  nChanged 1357
		SP:Iteration 15Q (270.050000 sec): 3 clusters
  Score: Raw -8722574.637340 + Penalty 5437.593999 = -8717137.043341
  nChanged 1154
		SP:Iteration 16Q (270.240000 sec): 3 clusters
  Score: Raw -8723220.378215 + Penalty 5437.593999 = -8717782.784216
  nChanged 1029
		SP:Iteration 17Q (270.410000 sec): 3 clusters
  Score: Raw -8723801.929869 + Penalty 5437.593999 = -8718364.335870
  nChanged 940
		SP:Iteration 18Q (270.590000 sec): 3 clusters
  Score: Raw -8724343.486748 + Penalty 5437.593999 = -8718905.892749
  nChanged 832
		SP:Iteration 19Q (270.760000 sec): 3 clusters
  Score: Raw -8724832.068343 + Penalty 5437.593999 = -8719394.474343
  nChanged 703
		SP:Iteration 20F (270.970000 sec): 3 clusters
  Score: Raw -8725239.206617 + Penalty 5437.593999 = -8719801.612617
  nChanged 592
		SP:Iteration 21Q (271.140000 sec): 3 clusters
  Score: Raw -8725591.658889 + Penalty 5437.593999 = -8720154.064890
  nChanged 502
		SP:Iteration 22Q (271.300000 sec): 3 clusters
  Score: Raw -8725888.659816 + Penalty 5437.593999 = -8720451.065817
  nChanged 383
		SP:Iteration 23Q (271.460000 sec): 3 clusters
  Score: Raw -8726116.927447 + Penalty 5437.593999 = -8720679.333448
  nChanged 344
		SP:Iteration 24Q (271.620000 sec): 3 clusters
  Score: Raw -8726323.902024 + Penalty 5437.593999 = -8720886.308024
  nChanged 251
		SP:Iteration 25Q (271.780000 sec): 3 clusters
  Score: Raw -8726473.589682 + Penalty 5437.593999 = -8721035.995683
  nChanged 164
		SP:Iteration 26Q (271.940000 sec): 3 clusters
  Score: Raw -8726568.422022 + Penalty 5437.593999 = -8721130.828023
  nChanged 126
		SP:Iteration 27Q (272.100000 sec): 3 clusters
  Score: Raw -8726639.053666 + Penalty 5437.593999 = -8721201.459666
  nChanged 86
		SP:Iteration 28Q (272.250000 sec): 3 clusters
  Score: Raw -8726682.039010 + Penalty 5437.593999 = -8721244.445011
  nChanged 53
		SP:Iteration 29Q (272.400000 sec): 3 clusters
  Score: Raw -8726705.467080 + Penalty 5437.593999 = -8721267.873080
  nChanged 40
		SP:Iteration 30Q (272.560000 sec): 3 clusters
  Score: Raw -8726725.442312 + Penalty 5437.593999 = -8721287.848312
  nChanged 40
		SP:Iteration 31Q (272.710000 sec): 3 clusters
  Score: Raw -8726744.842952 + Penalty 5437.593999 = -8721307.248952
  nChanged 38
		SP:Iteration 32Q (272.860000 sec): 3 clusters
  Score: Raw -8726763.293886 + Penalty 5437.593999 = -8721325.699887
  nChanged 28
		SP:Iteration 33Q (273.010000 sec): 3 clusters
  Score: Raw -8726777.840756 + Penalty 5437.593999 = -8721340.246757
  nChanged 27
		SP:Iteration 34Q (273.160000 sec): 3 clusters
  Score: Raw -8726792.242446 + Penalty 5437.593999 = -8721354.648446
  nChanged 24
		SP:Iteration 35Q (273.320000 sec): 3 clusters
  Score: Raw -8726808.432375 + Penalty 5437.593999 = -8721370.838375
  nChanged 21
		SP:Iteration 36Q (273.470000 sec): 3 clusters
  Score: Raw -8726819.880323 + Penalty 5437.593999 = -8721382.286324
  nChanged 17
		SP:Iteration 37Q (273.620000 sec): 3 clusters
  Score: Raw -8726831.358797 + Penalty 5437.593999 = -8721393.764798
  nChanged 24
		SP:Iteration 38Q (273.780000 sec): 3 clusters
  Score: Raw -8726847.061364 + Penalty 5437.593999 = -8721409.467365
  nChanged 17
		SP:Iteration 39Q (273.930000 sec): 3 clusters
  Score: Raw -8726855.316072 + Penalty 5437.593999 = -8721417.722073
  nChanged 14
		SP:Iteration 40F (274.140000 sec): 3 clusters
  Score: Raw -8726864.204261 + Penalty 5437.593999 = -8721426.610262
  nChanged 16
		SP:Iteration 41Q (274.300000 sec): 3 clusters
  Score: Raw -8726873.704437 + Penalty 5437.593999 = -8721436.110437
  nChanged 14
		SP:Iteration 42Q (274.450000 sec): 3 clusters
  Score: Raw -8726880.504103 + Penalty 5437.593999 = -8721442.910103
  nChanged 9
		SP:Iteration 43Q (274.600000 sec): 3 clusters
  Score: Raw -8726885.297574 + Penalty 5437.593999 = -8721447.703574
  nChanged 9
		SP:Iteration 44Q (274.750000 sec): 3 clusters
  Score: Raw -8726889.154929 + Penalty 5437.593999 = -8721451.560929
  nChanged 5
		SP:Iteration 45Q (274.900000 sec): 3 clusters
  Score: Raw -8726891.016796 + Penalty 5437.593999 = -8721453.422797
  nChanged 2
		SP:Iteration 46Q (275.050000 sec): 3 clusters
  Score: Raw -8726892.299562 + Penalty 5437.593999 = -8721454.705563
  nChanged 2
		SP:Iteration 47Q (275.200000 sec): 3 clusters
  Score: Raw -8726893.130306 + Penalty 5437.593999 = -8721455.536306
  nChanged 3
		SP:Iteration 48Q (275.360000 sec): 3 clusters
  Score: Raw -8726893.970731 + Penalty 5437.593999 = -8721456.376732
  nChanged 0
		SP:Iteration 49F (275.570000 sec): 3 clusters
  Score: Raw -8726893.970731 + Penalty 5437.593999 = -8721456.376732
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (2000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (275.610000 sec): 2 clusters
  Score: Raw -227012.487826 + Penalty 1885.023810 = -225127.464016
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (275.620000 sec): 3 clusters
  Score: Raw -226891.733496 + Penalty 3770.047620 = -223121.685876
  nChanged 757
		SP:Iteration 1F (275.620000 sec): 3 clusters
  Score: Raw -230930.336701 + Penalty 3770.047620 = -227160.289081
  nChanged 380
		SP:Iteration 2F (275.630000 sec): 3 clusters
  Score: Raw -233673.861067 + Penalty 3770.047620 = -229903.813447
  nChanged 215
		SP:Iteration 3F (275.640000 sec): 3 clusters
  Score: Raw -235542.999359 + Penalty 3770.047620 = -231772.951739
  nChanged 68
		SP:Iteration 4Q (275.640000 sec): 3 clusters
  Score: Raw -236098.522500 + Penalty 3770.047620 = -232328.474880
  nChanged 27
		SP:Iteration 5Q (275.650000 sec): 3 clusters
  Score: Raw -236232.483146 + Penalty 3770.047620 = -232462.435526
  nChanged 20
		SP:Iteration 6Q (275.650000 sec): 3 clusters
  Score: Raw -236374.709041 + Penalty 3770.047620 = -232604.661421
  nChanged 21
		SP:Iteration 7Q (275.660000 sec): 3 clusters
  Score: Raw -236459.018833 + Penalty 3770.047620 = -232688.971213
  nChanged 16
		SP:Iteration 8Q (275.660000 sec): 3 clusters
  Score: Raw -236490.031962 + Penalty 3770.047620 = -232719.984342
  nChanged 13
		SP:Iteration 9Q (275.670000 sec): 3 clusters
  Score: Raw -236518.001937 + Penalty 3770.047620 = -232747.954317
  nChanged 13
		SP:Iteration 10Q (275.680000 sec): 3 clusters
  Score: Raw -236543.422457 + Penalty 3770.047620 = -232773.374837
  nChanged 5
		SP:Iteration 11Q (275.680000 sec): 3 clusters
  Score: Raw -236548.951854 + Penalty 3770.047620 = -232778.904234
  nChanged 6
		SP:Iteration 12Q (275.680000 sec): 3 clusters
  Score: Raw -236554.225326 + Penalty 3770.047620 = -232784.177706
  nChanged 5
		SP:Iteration 13Q (275.690000 sec): 3 clusters
  Score: Raw -236557.519428 + Penalty 3770.047620 = -232787.471809
  nChanged 4
		SP:Iteration 14Q (275.700000 sec): 3 clusters
  Score: Raw -236560.909400 + Penalty 3770.047620 = -232790.861780
  nChanged 4
		SP:Iteration 15Q (275.700000 sec): 3 clusters
  Score: Raw -236564.892387 + Penalty 3770.047620 = -232794.844767
  nChanged 3
		SP:Iteration 16Q (275.710000 sec): 3 clusters
  Score: Raw -236566.883158 + Penalty 3770.047620 = -232796.835539
  nChanged 2
		SP:Iteration 17Q (275.710000 sec): 3 clusters
  Score: Raw -236568.311229 + Penalty 3770.047620 = -232798.263609
  nChanged 4
		SP:Iteration 18Q (275.720000 sec): 3 clusters
  Score: Raw -236570.464408 + Penalty 3770.047620 = -232800.416788
  nChanged 2
		SP:Iteration 19Q (275.720000 sec): 3 clusters
  Score: Raw -236572.203064 + Penalty 3770.047620 = -232802.155444
  nChanged 3
		SP:Iteration 20F (275.730000 sec): 3 clusters
  Score: Raw -236595.687975 + Penalty 3770.047620 = -232825.640355
  nChanged 7
		SP:Iteration 21Q (275.740000 sec): 3 clusters
  Score: Raw -236630.728653 + Penalty 3770.047620 = -232860.681033
  nChanged 3
		SP:Iteration 22Q (275.740000 sec): 3 clusters
  Score: Raw -236632.957690 + Penalty 3770.047620 = -232862.910071
  nChanged 2
		SP:Iteration 23Q (275.750000 sec): 3 clusters
  Score: Raw -236634.594560 + Penalty 3770.047620 = -232864.546940
  nChanged 2
		SP:Iteration 24Q (275.750000 sec): 3 clusters
  Score: Raw -236635.634374 + Penalty 3770.047620 = -232865.586754
  nChanged 2
		SP:Iteration 25Q (275.760000 sec): 3 clusters
  Score: Raw -236636.962539 + Penalty 3770.047620 = -232866.914919
  nChanged 3
		SP:Iteration 26Q (275.760000 sec): 3 clusters
  Score: Raw -236639.211665 + Penalty 3770.047620 = -232869.164045
  nChanged 1
		SP:Iteration 27Q (275.770000 sec): 3 clusters
  Score: Raw -236639.699630 + Penalty 3770.047620 = -232869.652010
  nChanged 0
		SP:Iteration 28F (275.780000 sec): 3 clusters
  Score: Raw -236639.699630 + Penalty 3770.047620 = -232869.652010
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 11.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (184344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (276.600000 sec): 2 clusters
  Score: Raw -27315899.172737 + Penalty 3006.890596 = -27312892.282141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (277.300000 sec): 3 clusters
  Score: Raw -27195186.273755 + Penalty 6013.781193 = -27189172.492562
  nChanged 88478
		SP:Iteration 1F (277.990000 sec): 3 clusters
  Score: Raw -27247178.927779 + Penalty 6013.781193 = -27241165.146586
  nChanged 6499
		SP:Iteration 2Q (278.690000 sec): 3 clusters
  Score: Raw -27249048.552343 + Penalty 6013.781193 = -27243034.771151
  nChanged 7849
		SP:Iteration 3Q (279.400000 sec): 3 clusters
  Score: Raw -27252144.584432 + Penalty 6013.781193 = -27246130.803239
  nChanged 10064
		SP:Iteration 4F (280.090000 sec): 3 clusters
  Score: Raw -27257436.632666 + Penalty 6013.781193 = -27251422.851473
  nChanged 12867
		SP:Iteration 5F (280.780000 sec): 3 clusters
  Score: Raw -27265942.739440 + Penalty 6013.781193 = -27259928.958247
  nChanged 14577
		SP:Iteration 6F (281.470000 sec): 3 clusters
  Score: Raw -27277176.301532 + Penalty 6013.781193 = -27271162.520339
  nChanged 13699
		SP:Iteration 7F (282.160000 sec): 3 clusters
  Score: Raw -27288388.519240 + Penalty 6013.781193 = -27282374.738048
  nChanged 10689
		SP:Iteration 8F (282.850000 sec): 3 clusters
  Score: Raw -27297677.446368 + Penalty 6013.781193 = -27291663.665176
  nChanged 7192
		SP:Iteration 9Q (283.530000 sec): 3 clusters
  Score: Raw -27304107.116809 + Penalty 6013.781193 = -27298093.335617
  nChanged 4691
		SP:Iteration 10Q (284.170000 sec): 3 clusters
  Score: Raw -27307609.990957 + Penalty 6013.781193 = -27301596.209764
  nChanged 3162
		SP:Iteration 11Q (284.780000 sec): 3 clusters
  Score: Raw -27309617.857352 + Penalty 6013.781193 = -27303604.076160
  nChanged 2435
		SP:Iteration 12Q (285.360000 sec): 3 clusters
  Score: Raw -27310947.917020 + Penalty 6013.781193 = -27304934.135827
  nChanged 2084
		SP:Iteration 13Q (285.930000 sec): 3 clusters
  Score: Raw -27311953.630550 + Penalty 6013.781193 = -27305939.849357
  nChanged 1793
		SP:Iteration 14Q (286.500000 sec): 3 clusters
  Score: Raw -27312777.636709 + Penalty 6013.781193 = -27306763.855517
  nChanged 1587
		SP:Iteration 15Q (287.050000 sec): 3 clusters
  Score: Raw -27313471.001035 + Penalty 6013.781193 = -27307457.219842
  nChanged 1376
		SP:Iteration 16Q (287.610000 sec): 3 clusters
  Score: Raw -27314011.593741 + Penalty 6013.781193 = -27307997.812548
  nChanged 1157
		SP:Iteration 17Q (288.150000 sec): 3 clusters
  Score: Raw -27314429.792279 + Penalty 6013.781193 = -27308416.011087
  nChanged 1036
		SP:Iteration 18Q (288.690000 sec): 3 clusters
  Score: Raw -27314767.089942 + Penalty 6013.781193 = -27308753.308750
  nChanged 920
		SP:Iteration 19Q (289.230000 sec): 3 clusters
  Score: Raw -27315038.051181 + Penalty 6013.781193 = -27309024.269989
  nChanged 830
		SP:Iteration 20F (289.910000 sec): 3 clusters
  Score: Raw -27315268.797716 + Penalty 6013.781193 = -27309255.016523
  nChanged 764
		SP:Iteration 21Q (290.440000 sec): 3 clusters
  Score: Raw -27315476.310493 + Penalty 6013.781193 = -27309462.529300
  nChanged 669
		SP:Iteration 22Q (290.970000 sec): 3 clusters
  Score: Raw -27315637.955668 + Penalty 6013.781193 = -27309624.174475
  nChanged 551
		SP:Iteration 23Q (291.490000 sec): 3 clusters
  Score: Raw -27315751.828173 + Penalty 6013.781193 = -27309738.046980
  nChanged 480
		SP:Iteration 24Q (292.010000 sec): 3 clusters
  Score: Raw -27315841.524160 + Penalty 6013.781193 = -27309827.742967
  nChanged 417
		SP:Iteration 25Q (292.530000 sec): 3 clusters
  Score: Raw -27315917.737456 + Penalty 6013.781193 = -27309903.956263
  nChanged 420
		SP:Iteration 26Q (293.040000 sec): 3 clusters
  Score: Raw -27315994.440194 + Penalty 6013.781193 = -27309980.659001
  nChanged 364
		SP:Iteration 27Q (293.560000 sec): 3 clusters
  Score: Raw -27316058.140860 + Penalty 6013.781193 = -27310044.359667
  nChanged 360
		SP:Iteration 28Q (294.080000 sec): 3 clusters
  Score: Raw -27316118.703324 + Penalty 6013.781193 = -27310104.922132
  nChanged 320
		SP:Iteration 29Q (294.590000 sec): 3 clusters
  Score: Raw -27316168.217321 + Penalty 6013.781193 = -27310154.436129
  nChanged 279
		SP:Iteration 30Q (295.110000 sec): 3 clusters
  Score: Raw -27316210.081213 + Penalty 6013.781193 = -27310196.300021
  nChanged 283
		SP:Iteration 31Q (295.710000 sec): 3 clusters
  Score: Raw -27316255.613976 + Penalty 6013.781193 = -27310241.832783
  nChanged 281
		SP:Iteration 32Q (296.290000 sec): 3 clusters
  Score: Raw -27316301.862560 + Penalty 6013.781193 = -27310288.081367
  nChanged 290
		SP:Iteration 33Q (296.850000 sec): 3 clusters
  Score: Raw -27316351.381272 + Penalty 6013.781193 = -27310337.600079
  nChanged 264
		SP:Iteration 34Q (297.380000 sec): 3 clusters
  Score: Raw -27316394.878595 + Penalty 6013.781193 = -27310381.097403
  nChanged 236
		SP:Iteration 35Q (297.910000 sec): 3 clusters
  Score: Raw -27316427.744022 + Penalty 6013.781193 = -27310413.962829
  nChanged 205
		SP:Iteration 36Q (298.450000 sec): 3 clusters
  Score: Raw -27316455.223473 + Penalty 6013.781193 = -27310441.442280
  nChanged 193
		SP:Iteration 37Q (298.980000 sec): 3 clusters
  Score: Raw -27316482.898046 + Penalty 6013.781193 = -27310469.116854
  nChanged 198
		SP:Iteration 38Q (299.510000 sec): 3 clusters
  Score: Raw -27316511.475362 + Penalty 6013.781193 = -27310497.694169
  nChanged 186
		SP:Iteration 39Q (300.030000 sec): 3 clusters
  Score: Raw -27316541.231465 + Penalty 6013.781193 = -27310527.450272
  nChanged 189
		SP:Iteration 40F (300.730000 sec): 3 clusters
  Score: Raw -27316570.128953 + Penalty 6013.781193 = -27310556.347760
  nChanged 151
		SP:Iteration 41Q (301.250000 sec): 3 clusters
  Score: Raw -27316590.953282 + Penalty 6013.781193 = -27310577.172089
  nChanged 138
		SP:Iteration 42Q (301.790000 sec): 3 clusters
  Score: Raw -27316608.602782 + Penalty 6013.781193 = -27310594.821589
  nChanged 113
		SP:Iteration 43Q (302.310000 sec): 3 clusters
  Score: Raw -27316622.586883 + Penalty 6013.781193 = -27310608.805690
  nChanged 112
		SP:Iteration 44Q (302.840000 sec): 3 clusters
  Score: Raw -27316635.662312 + Penalty 6013.781193 = -27310621.881119
  nChanged 98
		SP:Iteration 45Q (303.360000 sec): 3 clusters
  Score: Raw -27316645.565172 + Penalty 6013.781193 = -27310631.783979
  nChanged 86
		SP:Iteration 46Q (303.890000 sec): 3 clusters
  Score: Raw -27316654.989541 + Penalty 6013.781193 = -27310641.208348
  nChanged 75
		SP:Iteration 47Q (304.410000 sec): 3 clusters
  Score: Raw -27316663.312861 + Penalty 6013.781193 = -27310649.531668
  nChanged 68
		SP:Iteration 48Q (304.940000 sec): 3 clusters
  Score: Raw -27316670.365014 + Penalty 6013.781193 = -27310656.583821
  nChanged 70
		SP:Iteration 49Q (305.460000 sec): 3 clusters
  Score: Raw -27316677.590460 + Penalty 6013.781193 = -27310663.809267
  nChanged 63
		SP:Iteration 50Q (305.990000 sec): 3 clusters
  Score: Raw -27316682.421749 + Penalty 6013.781193 = -27310668.640557
  nChanged 48
		SP:Iteration 51Q (306.520000 sec): 3 clusters
  Score: Raw -27316685.913073 + Penalty 6013.781193 = -27310672.131880
  nChanged 48
		SP:Iteration 52Q (307.050000 sec): 3 clusters
  Score: Raw -27316689.005145 + Penalty 6013.781193 = -27310675.223952
  nChanged 42
		SP:Iteration 53Q (307.570000 sec): 3 clusters
  Score: Raw -27316691.598672 + Penalty 6013.781193 = -27310677.817480
  nChanged 29
		SP:Iteration 54Q (308.090000 sec): 3 clusters
  Score: Raw -27316693.341737 + Penalty 6013.781193 = -27310679.560544
  nChanged 29
		SP:Iteration 55Q (308.620000 sec): 3 clusters
  Score: Raw -27316695.012883 + Penalty 6013.781193 = -27310681.231690
  nChanged 16
		SP:Iteration 56Q (309.140000 sec): 3 clusters
  Score: Raw -27316695.970031 + Penalty 6013.781193 = -27310682.188839
  nChanged 20
		SP:Iteration 57Q (309.660000 sec): 3 clusters
  Score: Raw -27316697.322223 + Penalty 6013.781193 = -27310683.541030
  nChanged 24
		SP:Iteration 58Q (310.190000 sec): 3 clusters
  Score: Raw -27316698.682551 + Penalty 6013.781193 = -27310684.901359
  nChanged 17
		SP:Iteration 59Q (310.710000 sec): 3 clusters
  Score: Raw -27316699.871890 + Penalty 6013.781193 = -27310686.090697
  nChanged 14
		SP:Iteration 60F (311.410000 sec): 3 clusters
  Score: Raw -27316700.553609 + Penalty 6013.781193 = -27310686.772416
  nChanged 16
		SP:Iteration 61Q (311.920000 sec): 3 clusters
  Score: Raw -27316701.264311 + Penalty 6013.781193 = -27310687.483118
  nChanged 12
		SP:Iteration 62Q (312.440000 sec): 3 clusters
  Score: Raw -27316701.864461 + Penalty 6013.781193 = -27310688.083269
  nChanged 13
		SP:Iteration 63Q (312.970000 sec): 3 clusters
  Score: Raw -27316702.508837 + Penalty 6013.781193 = -27310688.727644
  nChanged 14
		SP:Iteration 64Q (313.500000 sec): 3 clusters
  Score: Raw -27316703.253960 + Penalty 6013.781193 = -27310689.472767
  nChanged 13
		SP:Iteration 65Q (314.020000 sec): 3 clusters
  Score: Raw -27316704.140987 + Penalty 6013.781193 = -27310690.359794
  nChanged 16
		SP:Iteration 66Q (314.540000 sec): 3 clusters
  Score: Raw -27316705.057779 + Penalty 6013.781193 = -27310691.276587
  nChanged 11
		SP:Iteration 67Q (315.070000 sec): 3 clusters
  Score: Raw -27316705.661237 + Penalty 6013.781193 = -27310691.880045
  nChanged 15
		SP:Iteration 68Q (315.590000 sec): 3 clusters
  Score: Raw -27316706.704249 + Penalty 6013.781193 = -27310692.923056
  nChanged 16
		SP:Iteration 69Q (316.110000 sec): 3 clusters
  Score: Raw -27316707.747692 + Penalty 6013.781193 = -27310693.966499
  nChanged 13
		SP:Iteration 70Q (316.630000 sec): 3 clusters
  Score: Raw -27316708.398633 + Penalty 6013.781193 = -27310694.617440
  nChanged 14
		SP:Iteration 71Q (317.160000 sec): 3 clusters
  Score: Raw -27316709.162298 + Penalty 6013.781193 = -27310695.381106
  nChanged 14
		SP:Iteration 72Q (317.680000 sec): 3 clusters
  Score: Raw -27316709.928709 + Penalty 6013.781193 = -27310696.147516
  nChanged 13
		SP:Iteration 73Q (318.210000 sec): 3 clusters
  Score: Raw -27316710.891864 + Penalty 6013.781193 = -27310697.110672
  nChanged 16
		SP:Iteration 74Q (318.730000 sec): 3 clusters
  Score: Raw -27316712.130216 + Penalty 6013.781193 = -27310698.349023
  nChanged 19
		SP:Iteration 75Q (319.250000 sec): 3 clusters
  Score: Raw -27316713.291676 + Penalty 6013.781193 = -27310699.510483
  nChanged 26
		SP:Iteration 76Q (319.770000 sec): 3 clusters
  Score: Raw -27316715.015944 + Penalty 6013.781193 = -27310701.234751
  nChanged 21
		SP:Iteration 77Q (320.310000 sec): 3 clusters
  Score: Raw -27316716.431186 + Penalty 6013.781193 = -27310702.649993
  nChanged 25
		SP:Iteration 78Q (320.830000 sec): 3 clusters
  Score: Raw -27316718.215488 + Penalty 6013.781193 = -27310704.434295
  nChanged 18
		SP:Iteration 79Q (321.350000 sec): 3 clusters
  Score: Raw -27316719.883602 + Penalty 6013.781193 = -27310706.102409
  nChanged 27
		SP:Iteration 80F (322.060000 sec): 3 clusters
  Score: Raw -27316722.363688 + Penalty 6013.781193 = -27310708.582495
  nChanged 31
		SP:Iteration 81Q (322.580000 sec): 3 clusters
  Score: Raw -27316724.791879 + Penalty 6013.781193 = -27310711.010686
  nChanged 30
		SP:Iteration 82Q (323.110000 sec): 3 clusters
  Score: Raw -27316726.758644 + Penalty 6013.781193 = -27310712.977451
  nChanged 18
		SP:Iteration 83Q (323.630000 sec): 3 clusters
  Score: Raw -27316727.891501 + Penalty 6013.781193 = -27310714.110308
  nChanged 17
		SP:Iteration 84Q (324.150000 sec): 3 clusters
  Score: Raw -27316728.965671 + Penalty 6013.781193 = -27310715.184478
  nChanged 15
		SP:Iteration 85Q (324.670000 sec): 3 clusters
  Score: Raw -27316729.905523 + Penalty 6013.781193 = -27310716.124331
  nChanged 14
		SP:Iteration 86Q (325.210000 sec): 3 clusters
  Score: Raw -27316730.618587 + Penalty 6013.781193 = -27310716.837394
  nChanged 12
		SP:Iteration 87Q (325.740000 sec): 3 clusters
  Score: Raw -27316731.271616 + Penalty 6013.781193 = -27310717.490423
  nChanged 9
		SP:Iteration 88Q (326.260000 sec): 3 clusters
  Score: Raw -27316731.659878 + Penalty 6013.781193 = -27310717.878685
  nChanged 13
		SP:Iteration 89Q (326.800000 sec): 3 clusters
  Score: Raw -27316732.521563 + Penalty 6013.781193 = -27310718.740370
  nChanged 19
		SP:Iteration 90Q (327.320000 sec): 3 clusters
  Score: Raw -27316733.725729 + Penalty 6013.781193 = -27310719.944536
  nChanged 16
		SP:Iteration 91Q (327.850000 sec): 3 clusters
  Score: Raw -27316734.820712 + Penalty 6013.781193 = -27310721.039519
  nChanged 16
		SP:Iteration 92Q (328.370000 sec): 3 clusters
  Score: Raw -27316735.900387 + Penalty 6013.781193 = -27310722.119194
  nChanged 16
		SP:Iteration 93Q (328.890000 sec): 3 clusters
  Score: Raw -27316736.852485 + Penalty 6013.781193 = -27310723.071292
  nChanged 12
		SP:Iteration 94Q (329.410000 sec): 3 clusters
  Score: Raw -27316737.648717 + Penalty 6013.781193 = -27310723.867525
  nChanged 9
		SP:Iteration 95Q (329.940000 sec): 3 clusters
  Score: Raw -27316738.245420 + Penalty 6013.781193 = -27310724.464228
  nChanged 12
		SP:Iteration 96Q (330.490000 sec): 3 clusters
  Score: Raw -27316738.962621 + Penalty 6013.781193 = -27310725.181429
  nChanged 11
		SP:Iteration 97Q (331.050000 sec): 3 clusters
  Score: Raw -27316739.575364 + Penalty 6013.781193 = -27310725.794171
  nChanged 5
		SP:Iteration 98Q (331.610000 sec): 3 clusters
  Score: Raw -27316739.950784 + Penalty 6013.781193 = -27310726.169591
  nChanged 9
		SP:Iteration 99Q (332.170000 sec): 3 clusters
  Score: Raw -27316740.483095 + Penalty 6013.781193 = -27310726.701903
  nChanged 11
		SP:Iteration 100F (332.910000 sec): 3 clusters
  Score: Raw -27316741.247701 + Penalty 6013.781193 = -27310727.466508
  nChanged 6
		SP:Iteration 101Q (333.470000 sec): 3 clusters
  Score: Raw -27316741.480714 + Penalty 6013.781193 = -27310727.699521
  nChanged 4
		SP:Iteration 102Q (334.030000 sec): 3 clusters
  Score: Raw -27316741.680267 + Penalty 6013.781193 = -27310727.899074
  nChanged 5
		SP:Iteration 103Q (334.590000 sec): 3 clusters
  Score: Raw -27316741.897224 + Penalty 6013.781193 = -27310728.116031
  nChanged 2
		SP:Iteration 104Q (335.150000 sec): 3 clusters
  Score: Raw -27316742.007016 + Penalty 6013.781193 = -27310728.225823
  nChanged 4
		SP:Iteration 105Q (335.700000 sec): 3 clusters
  Score: Raw -27316742.279635 + Penalty 6013.781193 = -27310728.498442
  nChanged 7
		SP:Iteration 106Q (336.260000 sec): 3 clusters
  Score: Raw -27316742.683628 + Penalty 6013.781193 = -27310728.902435
  nChanged 2
		SP:Iteration 107Q (336.820000 sec): 3 clusters
  Score: Raw -27316742.797405 + Penalty 6013.781193 = -27310729.016213
  nChanged 3
		SP:Iteration 108Q (337.370000 sec): 3 clusters
  Score: Raw -27316742.950501 + Penalty 6013.781193 = -27310729.169308
  nChanged 4
		SP:Iteration 109Q (337.930000 sec): 3 clusters
  Score: Raw -27316743.130579 + Penalty 6013.781193 = -27310729.349386
  nChanged 1
		SP:Iteration 110Q (338.490000 sec): 3 clusters
  Score: Raw -27316743.166616 + Penalty 6013.781193 = -27310729.385423
  nChanged 1
		SP:Iteration 111Q (339.040000 sec): 3 clusters
  Score: Raw -27316743.208819 + Penalty 6013.781193 = -27310729.427626
  nChanged 2
		SP:Iteration 112Q (339.600000 sec): 3 clusters
  Score: Raw -27316743.363115 + Penalty 6013.781193 = -27310729.581922
  nChanged 4
		SP:Iteration 113Q (340.130000 sec): 3 clusters
  Score: Raw -27316743.553830 + Penalty 6013.781193 = -27310729.772637
  nChanged 2
		SP:Iteration 114Q (340.650000 sec): 3 clusters
  Score: Raw -27316743.659519 + Penalty 6013.781193 = -27310729.878327
  nChanged 3
		SP:Iteration 115Q (341.170000 sec): 3 clusters
  Score: Raw -27316743.898376 + Penalty 6013.781193 = -27310730.117183
  nChanged 7
		SP:Iteration 116Q (341.700000 sec): 3 clusters
  Score: Raw -27316744.441341 + Penalty 6013.781193 = -27310730.660148
  nChanged 6
		SP:Iteration 117Q (342.220000 sec): 3 clusters
  Score: Raw -27316744.967336 + Penalty 6013.781193 = -27310731.186143
  nChanged 14
		SP:Iteration 118Q (342.750000 sec): 3 clusters
  Score: Raw -27316745.927497 + Penalty 6013.781193 = -27310732.146304
  nChanged 9
		SP:Iteration 119Q (343.280000 sec): 3 clusters
  Score: Raw -27316746.596600 + Penalty 6013.781193 = -27310732.815408
  nChanged 13
		SP:Iteration 120F (344.010000 sec): 3 clusters
  Score: Raw -27316747.623442 + Penalty 6013.781193 = -27310733.842249
  nChanged 14
		SP:Iteration 121Q (344.530000 sec): 3 clusters
  Score: Raw -27316748.496629 + Penalty 6013.781193 = -27310734.715436
  nChanged 8
		SP:Iteration 122Q (345.050000 sec): 3 clusters
  Score: Raw -27316748.908899 + Penalty 6013.781193 = -27310735.127706
  nChanged 5
		SP:Iteration 123Q (345.570000 sec): 3 clusters
  Score: Raw -27316749.155764 + Penalty 6013.781193 = -27310735.374571
  nChanged 4
		SP:Iteration 124Q (346.090000 sec): 3 clusters
  Score: Raw -27316749.320213 + Penalty 6013.781193 = -27310735.539020
  nChanged 8
		SP:Iteration 125Q (346.620000 sec): 3 clusters
  Score: Raw -27316749.698625 + Penalty 6013.781193 = -27310735.917432
  nChanged 9
		SP:Iteration 126Q (347.140000 sec): 3 clusters
  Score: Raw -27316750.147078 + Penalty 6013.781193 = -27310736.365885
  nChanged 7
		SP:Iteration 127Q (347.670000 sec): 3 clusters
  Score: Raw -27316750.476325 + Penalty 6013.781193 = -27310736.695132
  nChanged 1
		SP:Iteration 128Q (348.200000 sec): 3 clusters
  Score: Raw -27316750.502724 + Penalty 6013.781193 = -27310736.721531
  nChanged 2
		SP:Iteration 129Q (348.720000 sec): 3 clusters
  Score: Raw -27316750.579385 + Penalty 6013.781193 = -27310736.798192
  nChanged 1
		SP:Iteration 130Q (349.250000 sec): 3 clusters
  Score: Raw -27316750.623228 + Penalty 6013.781193 = -27310736.842036
  nChanged 1
		SP:Iteration 131Q (349.790000 sec): 3 clusters
  Score: Raw -27316750.656801 + Penalty 6013.781193 = -27310736.875608
  nChanged 1
		SP:Iteration 132Q (350.300000 sec): 3 clusters
  Score: Raw -27316750.698878 + Penalty 6013.781193 = -27310736.917685
  nChanged 2
		SP:Iteration 133Q (350.820000 sec): 3 clusters
  Score: Raw -27316750.862655 + Penalty 6013.781193 = -27310737.081463
  nChanged 2
		SP:Iteration 134Q (351.330000 sec): 3 clusters
  Score: Raw -27316750.992397 + Penalty 6013.781193 = -27310737.211205
  nChanged 2
		SP:Iteration 135Q (351.850000 sec): 3 clusters
  Score: Raw -27316751.077292 + Penalty 6013.781193 = -27310737.296099
  nChanged 2
		SP:Iteration 136Q (352.360000 sec): 3 clusters
  Score: Raw -27316751.138690 + Penalty 6013.781193 = -27310737.357497
  nChanged 0
		SP:Iteration 137F (353.070000 sec): 3 clusters
  Score: Raw -27316751.138690 + Penalty 6013.781193 = -27310737.357497
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (25354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (353.230000 sec): 2 clusters
  Score: Raw -3627634.156681 + Penalty 2514.891563 = -3625119.265117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (353.320000 sec): 3 clusters
  Score: Raw -3612582.828668 + Penalty 5029.783127 = -3607553.045541
  nChanged 11309
		SP:Iteration 1F (353.420000 sec): 3 clusters
  Score: Raw -3618814.087089 + Penalty 5029.783127 = -3613784.303962
  nChanged 1277
		SP:Iteration 2F (353.510000 sec): 3 clusters
  Score: Raw -3619285.230688 + Penalty 5029.783127 = -3614255.447561
  nChanged 1185
		SP:Iteration 3Q (353.610000 sec): 3 clusters
  Score: Raw -3619753.086859 + Penalty 5029.783127 = -3614723.303732
  nChanged 1127
		SP:Iteration 4Q (353.710000 sec): 3 clusters
  Score: Raw -3620234.739669 + Penalty 5029.783127 = -3615204.956542
  nChanged 1169
		SP:Iteration 5Q (353.810000 sec): 3 clusters
  Score: Raw -3620800.716719 + Penalty 5029.783127 = -3615770.933593
  nChanged 1240
		SP:Iteration 6Q (353.910000 sec): 3 clusters
  Score: Raw -3621469.740212 + Penalty 5029.783127 = -3616439.957086
  nChanged 1316
		SP:Iteration 7F (354.010000 sec): 3 clusters
  Score: Raw -3622286.873143 + Penalty 5029.783127 = -3617257.090017
  nChanged 1357
		SP:Iteration 8F (354.100000 sec): 3 clusters
  Score: Raw -3623161.360427 + Penalty 5029.783127 = -3618131.577301
  nChanged 1331
		SP:Iteration 9F (354.190000 sec): 3 clusters
  Score: Raw -3624062.438805 + Penalty 5029.783127 = -3619032.655678
  nChanged 1235
		SP:Iteration 10Q (354.290000 sec): 3 clusters
  Score: Raw -3624872.530041 + Penalty 5029.783127 = -3619842.746915
  nChanged 993
		SP:Iteration 11Q (354.390000 sec): 3 clusters
  Score: Raw -3625447.475288 + Penalty 5029.783127 = -3620417.692161
  nChanged 803
		SP:Iteration 12Q (354.480000 sec): 3 clusters
  Score: Raw -3625829.584466 + Penalty 5029.783127 = -3620799.801339
  nChanged 600
		SP:Iteration 13Q (354.570000 sec): 3 clusters
  Score: Raw -3626085.785974 + Penalty 5029.783127 = -3621056.002847
  nChanged 449
		SP:Iteration 14Q (354.670000 sec): 3 clusters
  Score: Raw -3626262.409589 + Penalty 5029.783127 = -3621232.626462
  nChanged 353
		SP:Iteration 15Q (354.760000 sec): 3 clusters
  Score: Raw -3626389.597086 + Penalty 5029.783127 = -3621359.813960
  nChanged 322
		SP:Iteration 16Q (354.850000 sec): 3 clusters
  Score: Raw -3626495.999297 + Penalty 5029.783127 = -3621466.216171
  nChanged 292
		SP:Iteration 17Q (354.940000 sec): 3 clusters
  Score: Raw -3626599.728407 + Penalty 5029.783127 = -3621569.945280
  nChanged 247
		SP:Iteration 18Q (355.030000 sec): 3 clusters
  Score: Raw -3626676.007326 + Penalty 5029.783127 = -3621646.224200
  nChanged 216
		SP:Iteration 19Q (355.120000 sec): 3 clusters
  Score: Raw -3626737.336134 + Penalty 5029.783127 = -3621707.553007
  nChanged 212
		SP:Iteration 20F (355.210000 sec): 3 clusters
  Score: Raw -3626794.703999 + Penalty 5029.783127 = -3621764.920873
  nChanged 188
		SP:Iteration 21Q (355.300000 sec): 3 clusters
  Score: Raw -3626839.527705 + Penalty 5029.783127 = -3621809.744578
  nChanged 179
		SP:Iteration 22Q (355.390000 sec): 3 clusters
  Score: Raw -3626890.978748 + Penalty 5029.783127 = -3621861.195622
  nChanged 184
		SP:Iteration 23Q (355.470000 sec): 3 clusters
  Score: Raw -3626942.779330 + Penalty 5029.783127 = -3621912.996204
  nChanged 175
		SP:Iteration 24Q (355.560000 sec): 3 clusters
  Score: Raw -3626993.211837 + Penalty 5029.783127 = -3621963.428711
  nChanged 180
		SP:Iteration 25Q (355.650000 sec): 3 clusters
  Score: Raw -3627048.325301 + Penalty 5029.783127 = -3622018.542174
  nChanged 181
		SP:Iteration 26Q (355.740000 sec): 3 clusters
  Score: Raw -3627095.840998 + Penalty 5029.783127 = -3622066.057871
  nChanged 157
		SP:Iteration 27Q (355.820000 sec): 3 clusters
  Score: Raw -3627136.239055 + Penalty 5029.783127 = -3622106.455928
  nChanged 150
		SP:Iteration 28Q (355.910000 sec): 3 clusters
  Score: Raw -3627174.210723 + Penalty 5029.783127 = -3622144.427596
  nChanged 143
		SP:Iteration 29Q (355.990000 sec): 3 clusters
  Score: Raw -3627215.921914 + Penalty 5029.783127 = -3622186.138787
  nChanged 143
		SP:Iteration 30Q (356.080000 sec): 3 clusters
  Score: Raw -3627260.163613 + Penalty 5029.783127 = -3622230.380486
  nChanged 127
		SP:Iteration 31Q (356.160000 sec): 3 clusters
  Score: Raw -3627290.751766 + Penalty 5029.783127 = -3622260.968640
  nChanged 112
		SP:Iteration 32Q (356.240000 sec): 3 clusters
  Score: Raw -3627316.176899 + Penalty 5029.783127 = -3622286.393772
  nChanged 117
		SP:Iteration 33Q (356.320000 sec): 3 clusters
  Score: Raw -3627342.416434 + Penalty 5029.783127 = -3622312.633307
  nChanged 100
		SP:Iteration 34Q (356.410000 sec): 3 clusters
  Score: Raw -3627365.168578 + Penalty 5029.783127 = -3622335.385451
  nChanged 103
		SP:Iteration 35Q (356.490000 sec): 3 clusters
  Score: Raw -3627386.455494 + Penalty 5029.783127 = -3622356.672367
  nChanged 85
		SP:Iteration 36Q (356.570000 sec): 3 clusters
  Score: Raw -3627406.882957 + Penalty 5029.783127 = -3622377.099830
  nChanged 83
		SP:Iteration 37Q (356.640000 sec): 3 clusters
  Score: Raw -3627425.517337 + Penalty 5029.783127 = -3622395.734210
  nChanged 79
		SP:Iteration 38Q (356.720000 sec): 3 clusters
  Score: Raw -3627441.249399 + Penalty 5029.783127 = -3622411.466273
  nChanged 72
		SP:Iteration 39Q (356.800000 sec): 3 clusters
  Score: Raw -3627455.423358 + Penalty 5029.783127 = -3622425.640232
  nChanged 77
		SP:Iteration 40F (356.900000 sec): 3 clusters
  Score: Raw -3627472.298073 + Penalty 5029.783127 = -3622442.514946
  nChanged 70
		SP:Iteration 41Q (356.980000 sec): 3 clusters
  Score: Raw -3627485.848377 + Penalty 5029.783127 = -3622456.065251
  nChanged 66
		SP:Iteration 42Q (357.060000 sec): 3 clusters
  Score: Raw -3627498.824174 + Penalty 5029.783127 = -3622469.041048
  nChanged 61
		SP:Iteration 43Q (357.140000 sec): 3 clusters
  Score: Raw -3627511.816305 + Penalty 5029.783127 = -3622482.033178
  nChanged 81
		SP:Iteration 44Q (357.220000 sec): 3 clusters
  Score: Raw -3627529.838150 + Penalty 5029.783127 = -3622500.055023
  nChanged 72
		SP:Iteration 45Q (357.300000 sec): 3 clusters
  Score: Raw -3627548.211706 + Penalty 5029.783127 = -3622518.428580
  nChanged 76
		SP:Iteration 46Q (357.380000 sec): 3 clusters
  Score: Raw -3627566.170734 + Penalty 5029.783127 = -3622536.387607
  nChanged 70
		SP:Iteration 47Q (357.460000 sec): 3 clusters
  Score: Raw -3627582.151923 + Penalty 5029.783127 = -3622552.368796
  nChanged 64
		SP:Iteration 48Q (357.540000 sec): 3 clusters
  Score: Raw -3627597.512469 + Penalty 5029.783127 = -3622567.729342
  nChanged 72
		SP:Iteration 49Q (357.620000 sec): 3 clusters
  Score: Raw -3627614.363507 + Penalty 5029.783127 = -3622584.580381
  nChanged 66
		SP:Iteration 50Q (357.700000 sec): 3 clusters
  Score: Raw -3627627.003182 + Penalty 5029.783127 = -3622597.220055
  nChanged 54
		SP:Iteration 51Q (357.770000 sec): 3 clusters
  Score: Raw -3627636.890157 + Penalty 5029.783127 = -3622607.107030
  nChanged 41
		SP:Iteration 52Q (357.850000 sec): 3 clusters
  Score: Raw -3627644.522834 + Penalty 5029.783127 = -3622614.739708
  nChanged 40
		SP:Iteration 53Q (357.930000 sec): 3 clusters
  Score: Raw -3627650.832627 + Penalty 5029.783127 = -3622621.049501
  nChanged 30
		SP:Iteration 54Q (358.010000 sec): 3 clusters
  Score: Raw -3627655.981476 + Penalty 5029.783127 = -3622626.198350
  nChanged 41
		SP:Iteration 55Q (358.090000 sec): 3 clusters
  Score: Raw -3627664.918433 + Penalty 5029.783127 = -3622635.135306
  nChanged 43
		SP:Iteration 56Q (358.170000 sec): 3 clusters
  Score: Raw -3627675.131227 + Penalty 5029.783127 = -3622645.348101
  nChanged 54
		SP:Iteration 57Q (358.250000 sec): 3 clusters
  Score: Raw -3627686.142809 + Penalty 5029.783127 = -3622656.359682
  nChanged 45
		SP:Iteration 58Q (358.330000 sec): 3 clusters
  Score: Raw -3627695.773128 + Penalty 5029.783127 = -3622665.990002
  nChanged 52
		SP:Iteration 59Q (358.410000 sec): 3 clusters
  Score: Raw -3627706.166674 + Penalty 5029.783127 = -3622676.383547
  nChanged 48
		SP:Iteration 60F (358.500000 sec): 3 clusters
  Score: Raw -3627718.240163 + Penalty 5029.783127 = -3622688.457037
  nChanged 47
		SP:Iteration 61Q (358.580000 sec): 3 clusters
  Score: Raw -3627727.506662 + Penalty 5029.783127 = -3622697.723536
  nChanged 35
		SP:Iteration 62Q (358.660000 sec): 3 clusters
  Score: Raw -3627733.692551 + Penalty 5029.783127 = -3622703.909425
  nChanged 32
		SP:Iteration 63Q (358.730000 sec): 3 clusters
  Score: Raw -3627740.262450 + Penalty 5029.783127 = -3622710.479323
  nChanged 33
		SP:Iteration 64Q (358.810000 sec): 3 clusters
  Score: Raw -3627746.881296 + Penalty 5029.783127 = -3622717.098169
  nChanged 28
		SP:Iteration 65Q (358.890000 sec): 3 clusters
  Score: Raw -3627752.683170 + Penalty 5029.783127 = -3622722.900043
  nChanged 29
		SP:Iteration 66Q (358.960000 sec): 3 clusters
  Score: Raw -3627759.167342 + Penalty 5029.783127 = -3622729.384216
  nChanged 31
		SP:Iteration 67Q (359.040000 sec): 3 clusters
  Score: Raw -3627766.167122 + Penalty 5029.783127 = -3622736.383995
  nChanged 37
		SP:Iteration 68Q (359.120000 sec): 3 clusters
  Score: Raw -3627773.839044 + Penalty 5029.783127 = -3622744.055917
  nChanged 28
		SP:Iteration 69Q (359.200000 sec): 3 clusters
  Score: Raw -3627780.279635 + Penalty 5029.783127 = -3622750.496508
  nChanged 32
		SP:Iteration 70Q (359.280000 sec): 3 clusters
  Score: Raw -3627789.601289 + Penalty 5029.783127 = -3622759.818162
  nChanged 43
		SP:Iteration 71Q (359.350000 sec): 3 clusters
  Score: Raw -3627802.691408 + Penalty 5029.783127 = -3622772.908281
  nChanged 41
		SP:Iteration 72Q (359.430000 sec): 3 clusters
  Score: Raw -3627813.167977 + Penalty 5029.783127 = -3622783.384850
  nChanged 30
		SP:Iteration 73Q (359.500000 sec): 3 clusters
  Score: Raw -3627821.284820 + Penalty 5029.783127 = -3622791.501693
  nChanged 43
		SP:Iteration 74Q (359.580000 sec): 3 clusters
  Score: Raw -3627833.885604 + Penalty 5029.783127 = -3622804.102477
  nChanged 54
		SP:Iteration 75Q (359.660000 sec): 3 clusters
  Score: Raw -3627849.392605 + Penalty 5029.783127 = -3622819.609479
  nChanged 49
		SP:Iteration 76Q (359.730000 sec): 3 clusters
  Score: Raw -3627865.952717 + Penalty 5029.783127 = -3622836.169591
  nChanged 51
		SP:Iteration 77Q (359.810000 sec): 3 clusters
  Score: Raw -3627883.900035 + Penalty 5029.783127 = -3622854.116908
  nChanged 38
		SP:Iteration 78Q (359.890000 sec): 3 clusters
  Score: Raw -3627896.170674 + Penalty 5029.783127 = -3622866.387547
  nChanged 40
		SP:Iteration 79Q (359.960000 sec): 3 clusters
  Score: Raw -3627910.511458 + Penalty 5029.783127 = -3622880.728331
  nChanged 53
		SP:Iteration 80F (360.060000 sec): 3 clusters
  Score: Raw -3627927.954712 + Penalty 5029.783127 = -3622898.171585
  nChanged 58
		SP:Iteration 81Q (360.130000 sec): 3 clusters
  Score: Raw -3627945.876657 + Penalty 5029.783127 = -3622916.093530
  nChanged 47
		SP:Iteration 82Q (360.210000 sec): 3 clusters
  Score: Raw -3627962.007113 + Penalty 5029.783127 = -3622932.223986
  nChanged 47
		SP:Iteration 83Q (360.280000 sec): 3 clusters
  Score: Raw -3627977.018709 + Penalty 5029.783127 = -3622947.235583
  nChanged 55
		SP:Iteration 84Q (360.360000 sec): 3 clusters
  Score: Raw -3627994.162152 + Penalty 5029.783127 = -3622964.379025
  nChanged 48
		SP:Iteration 85Q (360.430000 sec): 3 clusters
  Score: Raw -3628009.750848 + Penalty 5029.783127 = -3622979.967721
  nChanged 42
		SP:Iteration 86Q (360.510000 sec): 3 clusters
  Score: Raw -3628024.411633 + Penalty 5029.783127 = -3622994.628506
  nChanged 42
		SP:Iteration 87Q (360.580000 sec): 3 clusters
  Score: Raw -3628037.508992 + Penalty 5029.783127 = -3623007.725866
  nChanged 37
		SP:Iteration 88Q (360.660000 sec): 3 clusters
  Score: Raw -3628047.500871 + Penalty 5029.783127 = -3623017.717744
  nChanged 33
		SP:Iteration 89Q (360.730000 sec): 3 clusters
  Score: Raw -3628057.898485 + Penalty 5029.783127 = -3623028.115358
  nChanged 34
		SP:Iteration 90Q (360.810000 sec): 3 clusters
  Score: Raw -3628065.289520 + Penalty 5029.783127 = -3623035.506393
  nChanged 24
		SP:Iteration 91Q (360.880000 sec): 3 clusters
  Score: Raw -3628072.861630 + Penalty 5029.783127 = -3623043.078504
  nChanged 32
		SP:Iteration 92Q (360.960000 sec): 3 clusters
  Score: Raw -3628084.976466 + Penalty 5029.783127 = -3623055.193339
  nChanged 28
		SP:Iteration 93Q (361.040000 sec): 3 clusters
  Score: Raw -3628094.718167 + Penalty 5029.783127 = -3623064.935041
  nChanged 33
		SP:Iteration 94Q (361.110000 sec): 3 clusters
  Score: Raw -3628107.166795 + Penalty 5029.783127 = -3623077.383668
  nChanged 35
		SP:Iteration 95Q (361.180000 sec): 3 clusters
  Score: Raw -3628118.710100 + Penalty 5029.783127 = -3623088.926973
  nChanged 27
		SP:Iteration 96Q (361.260000 sec): 3 clusters
  Score: Raw -3628124.601873 + Penalty 5029.783127 = -3623094.818746
  nChanged 15
		SP:Iteration 97Q (361.330000 sec): 3 clusters
  Score: Raw -3628128.718224 + Penalty 5029.783127 = -3623098.935097
  nChanged 21
		SP:Iteration 98Q (361.400000 sec): 3 clusters
  Score: Raw -3628134.098263 + Penalty 5029.783127 = -3623104.315136
  nChanged 16
		SP:Iteration 99Q (361.470000 sec): 3 clusters
  Score: Raw -3628138.665820 + Penalty 5029.783127 = -3623108.882693
  nChanged 14
		SP:Iteration 100F (361.570000 sec): 3 clusters
  Score: Raw -3628142.463651 + Penalty 5029.783127 = -3623112.680524
  nChanged 12
		SP:Iteration 101Q (361.640000 sec): 3 clusters
  Score: Raw -3628145.602897 + Penalty 5029.783127 = -3623115.819770
  nChanged 14
		SP:Iteration 102Q (361.720000 sec): 3 clusters
  Score: Raw -3628148.276333 + Penalty 5029.783127 = -3623118.493206
  nChanged 7
		SP:Iteration 103Q (361.790000 sec): 3 clusters
  Score: Raw -3628150.677426 + Penalty 5029.783127 = -3623120.894300
  nChanged 8
		SP:Iteration 104Q (361.860000 sec): 3 clusters
  Score: Raw -3628153.216130 + Penalty 5029.783127 = -3623123.433003
  nChanged 10
		SP:Iteration 105Q (361.940000 sec): 3 clusters
  Score: Raw -3628156.202194 + Penalty 5029.783127 = -3623126.419068
  nChanged 12
		SP:Iteration 106Q (362.010000 sec): 3 clusters
  Score: Raw -3628160.414395 + Penalty 5029.783127 = -3623130.631268
  nChanged 15
		SP:Iteration 107Q (362.080000 sec): 3 clusters
  Score: Raw -3628164.226355 + Penalty 5029.783127 = -3623134.443229
  nChanged 13
		SP:Iteration 108Q (362.160000 sec): 3 clusters
  Score: Raw -3628166.644396 + Penalty 5029.783127 = -3623136.861269
  nChanged 12
		SP:Iteration 109Q (362.230000 sec): 3 clusters
  Score: Raw -3628169.403277 + Penalty 5029.783127 = -3623139.620151
  nChanged 9
		SP:Iteration 110Q (362.300000 sec): 3 clusters
  Score: Raw -3628171.542432 + Penalty 5029.783127 = -3623141.759306
  nChanged 10
		SP:Iteration 111Q (362.380000 sec): 3 clusters
  Score: Raw -3628173.916901 + Penalty 5029.783127 = -3623144.133775
  nChanged 5
		SP:Iteration 112Q (362.450000 sec): 3 clusters
  Score: Raw -3628174.855559 + Penalty 5029.783127 = -3623145.072433
  nChanged 5
		SP:Iteration 113Q (362.520000 sec): 3 clusters
  Score: Raw -3628175.972380 + Penalty 5029.783127 = -3623146.189253
  nChanged 2
		SP:Iteration 114Q (362.600000 sec): 3 clusters
  Score: Raw -3628176.471872 + Penalty 5029.783127 = -3623146.688746
  nChanged 5
		SP:Iteration 115Q (362.670000 sec): 3 clusters
  Score: Raw -3628177.894126 + Penalty 5029.783127 = -3623148.111000
  nChanged 5
		SP:Iteration 116Q (362.740000 sec): 3 clusters
  Score: Raw -3628178.832577 + Penalty 5029.783127 = -3623149.049451
  nChanged 1
		SP:Iteration 117Q (362.820000 sec): 3 clusters
  Score: Raw -3628179.262505 + Penalty 5029.783127 = -3623149.479379
  nChanged 2
		SP:Iteration 118Q (362.890000 sec): 3 clusters
  Score: Raw -3628179.401937 + Penalty 5029.783127 = -3623149.618810
  nChanged 1
		SP:Iteration 119Q (362.970000 sec): 3 clusters
  Score: Raw -3628179.502021 + Penalty 5029.783127 = -3623149.718895
  nChanged 2
		SP:Iteration 120F (363.060000 sec): 3 clusters
  Score: Raw -3628180.073040 + Penalty 5029.783127 = -3623150.289914
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (1621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (363.090000 sec): 2 clusters
  Score: Raw -191784.227621 + Penalty 1832.918033 = -189951.309587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (363.090000 sec): 3 clusters
  Score: Raw -191926.960541 + Penalty 3665.836067 = -188261.124475
  nChanged 617
		SP:Iteration 1F (363.100000 sec): 3 clusters
  Score: Raw -195669.015387 + Penalty 3665.836067 = -192003.179320
  nChanged 320
		SP:Iteration 2F (363.100000 sec): 3 clusters
  Score: Raw -199279.861354 + Penalty 3665.836067 = -195614.025287
  nChanged 83
		SP:Iteration 3F (363.110000 sec): 3 clusters
  Score: Raw -200067.036671 + Penalty 3665.836067 = -196401.200604
  nChanged 22
		SP:Iteration 4Q (363.120000 sec): 3 clusters
  Score: Raw -200200.291117 + Penalty 3665.836067 = -196534.455050
  nChanged 12
		SP:Iteration 5Q (363.120000 sec): 3 clusters
  Score: Raw -200252.754948 + Penalty 3665.836067 = -196586.918881
  nChanged 8
		SP:Iteration 6Q (363.120000 sec): 3 clusters
  Score: Raw -200291.860500 + Penalty 3665.836067 = -196626.024433
  nChanged 4
		SP:Iteration 7Q (363.130000 sec): 3 clusters
  Score: Raw -200304.882409 + Penalty 3665.836067 = -196639.046342
  nChanged 2
		SP:Iteration 8Q (363.130000 sec): 3 clusters
  Score: Raw -200307.472464 + Penalty 3665.836067 = -196641.636398
  nChanged 0
		SP:Iteration 9F (363.140000 sec): 3 clusters
  Score: Raw -200307.472464 + Penalty 3665.836067 = -196641.636398
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 20.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (18167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (363.210000 sec): 2 clusters
  Score: Raw -2619631.643475 + Penalty 2432.225786 = -2617199.417689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (363.280000 sec): 3 clusters
  Score: Raw -2609294.398187 + Penalty 4864.451572 = -2604429.946615
  nChanged 7889
		SP:Iteration 1F (363.350000 sec): 3 clusters
  Score: Raw -2614010.966034 + Penalty 4864.451572 = -2609146.514462
  nChanged 1358
		SP:Iteration 2F (363.410000 sec): 3 clusters
  Score: Raw -2615874.565278 + Penalty 4864.451572 = -2611010.113706
  nChanged 1972
		SP:Iteration 3F (363.480000 sec): 3 clusters
  Score: Raw -2618512.101021 + Penalty 4864.451572 = -2613647.649449
  nChanged 2254
		SP:Iteration 4F (363.550000 sec): 3 clusters
  Score: Raw -2621031.420063 + Penalty 4864.451572 = -2616166.968491
  nChanged 1708
		SP:Iteration 5F (363.610000 sec): 3 clusters
  Score: Raw -2622562.701956 + Penalty 4864.451572 = -2617698.250384
  nChanged 1020
		SP:Iteration 6F (363.680000 sec): 3 clusters
  Score: Raw -2623258.169434 + Penalty 4864.451572 = -2618393.717862
  nChanged 563
		SP:Iteration 7Q (363.750000 sec): 3 clusters
  Score: Raw -2623585.136862 + Penalty 4864.451572 = -2618720.685290
  nChanged 370
		SP:Iteration 8Q (363.820000 sec): 3 clusters
  Score: Raw -2623773.293048 + Penalty 4864.451572 = -2618908.841476
  nChanged 276
		SP:Iteration 9Q (363.880000 sec): 3 clusters
  Score: Raw -2623895.497115 + Penalty 4864.451572 = -2619031.045543
  nChanged 195
		SP:Iteration 10Q (363.950000 sec): 3 clusters
  Score: Raw -2623968.688161 + Penalty 4864.451572 = -2619104.236589
  nChanged 153
		SP:Iteration 11Q (364.020000 sec): 3 clusters
  Score: Raw -2624023.395129 + Penalty 4864.451572 = -2619158.943557
  nChanged 143
		SP:Iteration 12Q (364.080000 sec): 3 clusters
  Score: Raw -2624071.848207 + Penalty 4864.451572 = -2619207.396635
  nChanged 109
		SP:Iteration 13Q (364.150000 sec): 3 clusters
  Score: Raw -2624105.291162 + Penalty 4864.451572 = -2619240.839590
  nChanged 83
		SP:Iteration 14Q (364.210000 sec): 3 clusters
  Score: Raw -2624128.442337 + Penalty 4864.451572 = -2619263.990765
  nChanged 63
		SP:Iteration 15Q (364.280000 sec): 3 clusters
  Score: Raw -2624142.687536 + Penalty 4864.451572 = -2619278.235964
  nChanged 42
		SP:Iteration 16Q (364.340000 sec): 3 clusters
  Score: Raw -2624151.175632 + Penalty 4864.451572 = -2619286.724060
  nChanged 32
		SP:Iteration 17Q (364.410000 sec): 3 clusters
  Score: Raw -2624157.229541 + Penalty 4864.451572 = -2619292.777969
  nChanged 31
		SP:Iteration 18Q (364.480000 sec): 3 clusters
  Score: Raw -2624163.749056 + Penalty 4864.451572 = -2619299.297484
  nChanged 36
		SP:Iteration 19Q (364.550000 sec): 3 clusters
  Score: Raw -2624172.348921 + Penalty 4864.451572 = -2619307.897349
  nChanged 31
		SP:Iteration 20F (364.620000 sec): 3 clusters
  Score: Raw -2624177.844239 + Penalty 4864.451572 = -2619313.392667
  nChanged 24
		SP:Iteration 21Q (364.700000 sec): 3 clusters
  Score: Raw -2624182.255571 + Penalty 4864.451572 = -2619317.803999
  nChanged 24
		SP:Iteration 22Q (364.770000 sec): 3 clusters
  Score: Raw -2624186.192935 + Penalty 4864.451572 = -2619321.741363
  nChanged 19
		SP:Iteration 23Q (364.840000 sec): 3 clusters
  Score: Raw -2624189.123628 + Penalty 4864.451572 = -2619324.672056
  nChanged 19
		SP:Iteration 24Q (364.910000 sec): 3 clusters
  Score: Raw -2624192.946867 + Penalty 4864.451572 = -2619328.495295
  nChanged 13
		SP:Iteration 25Q (364.980000 sec): 3 clusters
  Score: Raw -2624194.843314 + Penalty 4864.451572 = -2619330.391741
  nChanged 8
		SP:Iteration 26Q (365.060000 sec): 3 clusters
  Score: Raw -2624196.049733 + Penalty 4864.451572 = -2619331.598161
  nChanged 7
		SP:Iteration 27Q (365.130000 sec): 3 clusters
  Score: Raw -2624197.009893 + Penalty 4864.451572 = -2619332.558321
  nChanged 4
		SP:Iteration 28Q (365.200000 sec): 3 clusters
  Score: Raw -2624197.557137 + Penalty 4864.451572 = -2619333.105565
  nChanged 5
		SP:Iteration 29Q (365.280000 sec): 3 clusters
  Score: Raw -2624198.460833 + Penalty 4864.451572 = -2619334.009261
  nChanged 4
		SP:Iteration 30Q (365.350000 sec): 3 clusters
  Score: Raw -2624199.084004 + Penalty 4864.451572 = -2619334.632431
  nChanged 3
		SP:Iteration 31Q (365.420000 sec): 3 clusters
  Score: Raw -2624199.538434 + Penalty 4864.451572 = -2619335.086862
  nChanged 5
		SP:Iteration 32Q (365.490000 sec): 3 clusters
  Score: Raw -2624200.395184 + Penalty 4864.451572 = -2619335.943612
  nChanged 3
		SP:Iteration 33Q (365.570000 sec): 3 clusters
  Score: Raw -2624200.751204 + Penalty 4864.451572 = -2619336.299632
  nChanged 5
		SP:Iteration 34Q (365.640000 sec): 3 clusters
  Score: Raw -2624201.610920 + Penalty 4864.451572 = -2619337.159348
  nChanged 5
		SP:Iteration 35Q (365.710000 sec): 3 clusters
  Score: Raw -2624202.754063 + Penalty 4864.451572 = -2619338.302491
  nChanged 7
		SP:Iteration 36Q (365.780000 sec): 3 clusters
  Score: Raw -2624203.886302 + Penalty 4864.451572 = -2619339.434730
  nChanged 4
		SP:Iteration 37Q (365.860000 sec): 3 clusters
  Score: Raw -2624204.703281 + Penalty 4864.451572 = -2619340.251709
  nChanged 5
		SP:Iteration 38Q (365.930000 sec): 3 clusters
  Score: Raw -2624205.647082 + Penalty 4864.451572 = -2619341.195510
  nChanged 6
		SP:Iteration 39Q (366.010000 sec): 3 clusters
  Score: Raw -2624207.072339 + Penalty 4864.451572 = -2619342.620767
  nChanged 5
		SP:Iteration 40F (366.080000 sec): 3 clusters
  Score: Raw -2624207.806266 + Penalty 4864.451572 = -2619343.354694
  nChanged 1
		SP:Iteration 41Q (366.160000 sec): 3 clusters
  Score: Raw -2624208.005365 + Penalty 4864.451572 = -2619343.553793
  nChanged 1
		SP:Iteration 42Q (366.230000 sec): 3 clusters
  Score: Raw -2624208.084485 + Penalty 4864.451572 = -2619343.632913
  nChanged 0
		SP:Iteration 43F (366.310000 sec): 3 clusters
  Score: Raw -2624208.084485 + Penalty 4864.451572 = -2619343.632913
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 21.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (24474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (366.400000 sec): 2 clusters
  Score: Raw -3421711.709242 + Penalty 2506.130919 = -3419205.578324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (366.510000 sec): 3 clusters
  Score: Raw -3407239.417503 + Penalty 5012.261838 = -3402227.155665
  nChanged 10879
		SP:Iteration 1F (366.610000 sec): 3 clusters
  Score: Raw -3413174.102393 + Penalty 5012.261838 = -3408161.840556
  nChanged 1280
		SP:Iteration 2F (366.710000 sec): 3 clusters
  Score: Raw -3413627.085003 + Penalty 5012.261838 = -3408614.823166
  nChanged 1142
		SP:Iteration 3Q (366.820000 sec): 3 clusters
  Score: Raw -3414034.456309 + Penalty 5012.261838 = -3409022.194471
  nChanged 1056
		SP:Iteration 4Q (366.920000 sec): 3 clusters
  Score: Raw -3414425.111003 + Penalty 5012.261838 = -3409412.849165
  nChanged 1024
		SP:Iteration 5Q (367.020000 sec): 3 clusters
  Score: Raw -3414873.117678 + Penalty 5012.261838 = -3409860.855840
  nChanged 1115
		SP:Iteration 6Q (367.120000 sec): 3 clusters
  Score: Raw -3415414.513148 + Penalty 5012.261838 = -3410402.251310
  nChanged 1204
		SP:Iteration 7Q (367.220000 sec): 3 clusters
  Score: Raw -3416052.791024 + Penalty 5012.261838 = -3411040.529186
  nChanged 1224
		SP:Iteration 8F (367.320000 sec): 3 clusters
  Score: Raw -3416779.872670 + Penalty 5012.261838 = -3411767.610833
  nChanged 1305
		SP:Iteration 9F (367.420000 sec): 3 clusters
  Score: Raw -3417637.852214 + Penalty 5012.261838 = -3412625.590376
  nChanged 1321
		SP:Iteration 10F (367.520000 sec): 3 clusters
  Score: Raw -3418541.912740 + Penalty 5012.261838 = -3413529.650903
  nChanged 1212
		SP:Iteration 11Q (367.620000 sec): 3 clusters
  Score: Raw -3419408.399537 + Penalty 5012.261838 = -3414396.137699
  nChanged 1071
		SP:Iteration 12Q (367.720000 sec): 3 clusters
  Score: Raw -3420195.513754 + Penalty 5012.261838 = -3415183.251916
  nChanged 876
		SP:Iteration 13Q (367.820000 sec): 3 clusters
  Score: Raw -3420862.137080 + Penalty 5012.261838 = -3415849.875242
  nChanged 662
		SP:Iteration 14Q (367.910000 sec): 3 clusters
  Score: Raw -3421373.222452 + Penalty 5012.261838 = -3416360.960614
  nChanged 469
		SP:Iteration 15Q (368.000000 sec): 3 clusters
  Score: Raw -3421727.119191 + Penalty 5012.261838 = -3416714.857353
  nChanged 316
		SP:Iteration 16Q (368.090000 sec): 3 clusters
  Score: Raw -3421962.987232 + Penalty 5012.261838 = -3416950.725394
  nChanged 199
		SP:Iteration 17Q (368.180000 sec): 3 clusters
  Score: Raw -3422097.832380 + Penalty 5012.261838 = -3417085.570542
  nChanged 132
		SP:Iteration 18Q (368.270000 sec): 3 clusters
  Score: Raw -3422191.253718 + Penalty 5012.261838 = -3417178.991880
  nChanged 95
		SP:Iteration 19Q (368.360000 sec): 3 clusters
  Score: Raw -3422260.666415 + Penalty 5012.261838 = -3417248.404577
  nChanged 69
		SP:Iteration 20F (368.460000 sec): 3 clusters
  Score: Raw -3422312.157296 + Penalty 5012.261838 = -3417299.895458
  nChanged 44
		SP:Iteration 21Q (368.540000 sec): 3 clusters
  Score: Raw -3422339.290298 + Penalty 5012.261838 = -3417327.028460
  nChanged 33
		SP:Iteration 22Q (368.620000 sec): 3 clusters
  Score: Raw -3422361.886093 + Penalty 5012.261838 = -3417349.624256
  nChanged 24
		SP:Iteration 23Q (368.700000 sec): 3 clusters
  Score: Raw -3422379.792099 + Penalty 5012.261838 = -3417367.530261
  nChanged 23
		SP:Iteration 24Q (368.780000 sec): 3 clusters
  Score: Raw -3422394.842559 + Penalty 5012.261838 = -3417382.580721
  nChanged 25
		SP:Iteration 25Q (368.860000 sec): 3 clusters
  Score: Raw -3422409.422442 + Penalty 5012.261838 = -3417397.160604
  nChanged 14
		SP:Iteration 26Q (368.940000 sec): 3 clusters
  Score: Raw -3422419.279184 + Penalty 5012.261838 = -3417407.017346
  nChanged 9
		SP:Iteration 27Q (369.020000 sec): 3 clusters
  Score: Raw -3422423.926274 + Penalty 5012.261838 = -3417411.664436
  nChanged 7
		SP:Iteration 28Q (369.100000 sec): 3 clusters
  Score: Raw -3422427.853954 + Penalty 5012.261838 = -3417415.592116
  nChanged 10
		SP:Iteration 29Q (369.180000 sec): 3 clusters
  Score: Raw -3422439.037068 + Penalty 5012.261838 = -3417426.775230
  nChanged 11
		SP:Iteration 30Q (369.250000 sec): 3 clusters
  Score: Raw -3422447.001444 + Penalty 5012.261838 = -3417434.739606
  nChanged 5
		SP:Iteration 31Q (369.330000 sec): 3 clusters
  Score: Raw -3422451.389299 + Penalty 5012.261838 = -3417439.127462
  nChanged 9
		SP:Iteration 32Q (369.410000 sec): 3 clusters
  Score: Raw -3422459.594001 + Penalty 5012.261838 = -3417447.332163
  nChanged 13
		SP:Iteration 33Q (369.480000 sec): 3 clusters
  Score: Raw -3422467.209079 + Penalty 5012.261838 = -3417454.947242
  nChanged 5
		SP:Iteration 34Q (369.560000 sec): 3 clusters
  Score: Raw -3422469.830477 + Penalty 5012.261838 = -3417457.568639
  nChanged 5
		SP:Iteration 35Q (369.640000 sec): 3 clusters
  Score: Raw -3422471.776450 + Penalty 5012.261838 = -3417459.514613
  nChanged 1
		SP:Iteration 36Q (369.710000 sec): 3 clusters
  Score: Raw -3422472.336667 + Penalty 5012.261838 = -3417460.074829
  nChanged 1
		SP:Iteration 37Q (369.790000 sec): 3 clusters
  Score: Raw -3422473.261595 + Penalty 5012.261838 = -3417460.999758
  nChanged 0
		SP:Iteration 38F (369.890000 sec): 3 clusters
  Score: Raw -3422473.261595 + Penalty 5012.261838 = -3417460.999758
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (316847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (371.490000 sec): 2 clusters
  Score: Raw -46563141.773936 + Penalty 3141.211223 = -46560000.562713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (372.790000 sec): 3 clusters
  Score: Raw -46353256.878369 + Penalty 6282.422446 = -46346974.455923
  nChanged 153425
		SP:Iteration 1F (374.100000 sec): 3 clusters
  Score: Raw -46446487.030111 + Penalty 6282.422446 = -46440204.607665
  nChanged 12318
		SP:Iteration 2Q (375.420000 sec): 3 clusters
  Score: Raw -46451157.755389 + Penalty 6282.422446 = -46444875.332942
  nChanged 16327
		SP:Iteration 3F (376.720000 sec): 3 clusters
  Score: Raw -46459694.450001 + Penalty 6282.422446 = -46453412.027555
  nChanged 20787
		SP:Iteration 4F (378.020000 sec): 3 clusters
  Score: Raw -46472579.076650 + Penalty 6282.422446 = -46466296.654204
  nChanged 22850
		SP:Iteration 5F (379.300000 sec): 3 clusters
  Score: Raw -46486863.033496 + Penalty 6282.422446 = -46480580.611050
  nChanged 21462
		SP:Iteration 6F (380.590000 sec): 3 clusters
  Score: Raw -46498985.832065 + Penalty 6282.422446 = -46492703.409619
  nChanged 18021
		SP:Iteration 7F (381.840000 sec): 3 clusters
  Score: Raw -46507879.804925 + Penalty 6282.422446 = -46501597.382479
  nChanged 14421
		SP:Iteration 8Q (383.060000 sec): 3 clusters
  Score: Raw -46514509.668733 + Penalty 6282.422446 = -46508227.246286
  nChanged 11746
		SP:Iteration 9Q (384.300000 sec): 3 clusters
  Score: Raw -46520175.266225 + Penalty 6282.422446 = -46513892.843779
  nChanged 10364
		SP:Iteration 10Q (385.530000 sec): 3 clusters
  Score: Raw -46525986.612792 + Penalty 6282.422446 = -46519704.190346
  nChanged 9790
		SP:Iteration 11Q (386.750000 sec): 3 clusters
  Score: Raw -46532293.790350 + Penalty 6282.422446 = -46526011.367904
  nChanged 9169
		SP:Iteration 12Q (387.960000 sec): 3 clusters
  Score: Raw -46538146.979639 + Penalty 6282.422446 = -46531864.557193
  nChanged 7841
		SP:Iteration 13Q (389.130000 sec): 3 clusters
  Score: Raw -46542492.848912 + Penalty 6282.422446 = -46536210.426466
  nChanged 6215
		SP:Iteration 14Q (390.270000 sec): 3 clusters
  Score: Raw -46545423.319535 + Penalty 6282.422446 = -46539140.897088
  nChanged 4922
		SP:Iteration 15Q (391.370000 sec): 3 clusters
  Score: Raw -46547614.720239 + Penalty 6282.422446 = -46541332.297793
  nChanged 4329
		SP:Iteration 16Q (392.460000 sec): 3 clusters
  Score: Raw -46549478.818968 + Penalty 6282.422446 = -46543196.396522
  nChanged 3922
		SP:Iteration 17Q (393.540000 sec): 3 clusters
  Score: Raw -46551125.313311 + Penalty 6282.422446 = -46544842.890865
  nChanged 3674
		SP:Iteration 18Q (394.600000 sec): 3 clusters
  Score: Raw -46552660.468524 + Penalty 6282.422446 = -46546378.046078
  nChanged 3496
		SP:Iteration 19Q (395.650000 sec): 3 clusters
  Score: Raw -46554107.715329 + Penalty 6282.422446 = -46547825.292883
  nChanged 3306
		SP:Iteration 20F (396.850000 sec): 3 clusters
  Score: Raw -46555479.670857 + Penalty 6282.422446 = -46549197.248411
  nChanged 3064
		SP:Iteration 21Q (397.870000 sec): 3 clusters
  Score: Raw -46556749.213405 + Penalty 6282.422446 = -46550466.790959
  nChanged 2854
		SP:Iteration 22Q (398.880000 sec): 3 clusters
  Score: Raw -46557972.604328 + Penalty 6282.422446 = -46551690.181882
  nChanged 2665
		SP:Iteration 23Q (399.880000 sec): 3 clusters
  Score: Raw -46559153.126400 + Penalty 6282.422446 = -46552870.703954
  nChanged 2461
		SP:Iteration 24Q (400.870000 sec): 3 clusters
  Score: Raw -46560197.864847 + Penalty 6282.422446 = -46553915.442401
  nChanged 2207
		SP:Iteration 25Q (401.840000 sec): 3 clusters
  Score: Raw -46561120.618783 + Penalty 6282.422446 = -46554838.196337
  nChanged 1950
		SP:Iteration 26Q (402.820000 sec): 3 clusters
  Score: Raw -46561891.742231 + Penalty 6282.422446 = -46555609.319785
  nChanged 1812
		SP:Iteration 27Q (403.780000 sec): 3 clusters
  Score: Raw -46562607.120534 + Penalty 6282.422446 = -46556324.698087
  nChanged 1632
		SP:Iteration 28Q (404.730000 sec): 3 clusters
  Score: Raw -46563172.427135 + Penalty 6282.422446 = -46556890.004688
  nChanged 1409
		SP:Iteration 29Q (405.680000 sec): 3 clusters
  Score: Raw -46563609.222031 + Penalty 6282.422446 = -46557326.799585
  nChanged 1215
		SP:Iteration 30Q (406.630000 sec): 3 clusters
  Score: Raw -46563979.389029 + Penalty 6282.422446 = -46557696.966583
  nChanged 1148
		SP:Iteration 31Q (407.570000 sec): 3 clusters
  Score: Raw -46564300.584785 + Penalty 6282.422446 = -46558018.162339
  nChanged 994
		SP:Iteration 32Q (408.500000 sec): 3 clusters
  Score: Raw -46564544.005923 + Penalty 6282.422446 = -46558261.583477
  nChanged 832
		SP:Iteration 33Q (409.430000 sec): 3 clusters
  Score: Raw -46564716.640605 + Penalty 6282.422446 = -46558434.218158
  nChanged 735
		SP:Iteration 34Q (410.360000 sec): 3 clusters
  Score: Raw -46564853.364326 + Penalty 6282.422446 = -46558570.941879
  nChanged 648
		SP:Iteration 35Q (411.280000 sec): 3 clusters
  Score: Raw -46564957.763046 + Penalty 6282.422446 = -46558675.340600
  nChanged 561
		SP:Iteration 36Q (412.200000 sec): 3 clusters
  Score: Raw -46565035.680472 + Penalty 6282.422446 = -46558753.258026
  nChanged 500
		SP:Iteration 37Q (413.120000 sec): 3 clusters
  Score: Raw -46565097.421950 + Penalty 6282.422446 = -46558814.999504
  nChanged 464
		SP:Iteration 38Q (414.050000 sec): 3 clusters
  Score: Raw -46565152.535113 + Penalty 6282.422446 = -46558870.112667
  nChanged 438
		SP:Iteration 39Q (414.970000 sec): 3 clusters
  Score: Raw -46565199.169821 + Penalty 6282.422446 = -46558916.747375
  nChanged 365
		SP:Iteration 40F (416.160000 sec): 3 clusters
  Score: Raw -46565234.665052 + Penalty 6282.422446 = -46558952.242605
  nChanged 368
		SP:Iteration 41Q (417.070000 sec): 3 clusters
  Score: Raw -46565273.498869 + Penalty 6282.422446 = -46558991.076423
  nChanged 351
		SP:Iteration 42Q (417.990000 sec): 3 clusters
  Score: Raw -46565309.229325 + Penalty 6282.422446 = -46559026.806879
  nChanged 370
		SP:Iteration 43Q (418.910000 sec): 3 clusters
  Score: Raw -46565351.341733 + Penalty 6282.422446 = -46559068.919286
  nChanged 376
		SP:Iteration 44Q (419.830000 sec): 3 clusters
  Score: Raw -46565394.818922 + Penalty 6282.422446 = -46559112.396476
  nChanged 380
		SP:Iteration 45Q (420.740000 sec): 3 clusters
  Score: Raw -46565438.783563 + Penalty 6282.422446 = -46559156.361117
  nChanged 360
		SP:Iteration 46Q (421.650000 sec): 3 clusters
  Score: Raw -46565480.274641 + Penalty 6282.422446 = -46559197.852194
  nChanged 323
		SP:Iteration 47Q (422.550000 sec): 3 clusters
  Score: Raw -46565514.963947 + Penalty 6282.422446 = -46559232.541501
  nChanged 312
		SP:Iteration 48Q (423.460000 sec): 3 clusters
  Score: Raw -46565544.240333 + Penalty 6282.422446 = -46559261.817887
  nChanged 293
		SP:Iteration 49Q (424.350000 sec): 3 clusters
  Score: Raw -46565574.025930 + Penalty 6282.422446 = -46559291.603484
  nChanged 294
		SP:Iteration 50Q (425.260000 sec): 3 clusters
  Score: Raw -46565606.441089 + Penalty 6282.422446 = -46559324.018643
  nChanged 301
		SP:Iteration 51Q (426.160000 sec): 3 clusters
  Score: Raw -46565638.901285 + Penalty 6282.422446 = -46559356.478839
  nChanged 294
		SP:Iteration 52Q (427.060000 sec): 3 clusters
  Score: Raw -46565669.594055 + Penalty 6282.422446 = -46559387.171609
  nChanged 276
		SP:Iteration 53Q (427.970000 sec): 3 clusters
  Score: Raw -46565697.590570 + Penalty 6282.422446 = -46559415.168124
  nChanged 255
		SP:Iteration 54Q (428.870000 sec): 3 clusters
  Score: Raw -46565721.135902 + Penalty 6282.422446 = -46559438.713456
  nChanged 230
		SP:Iteration 55Q (429.770000 sec): 3 clusters
  Score: Raw -46565741.936868 + Penalty 6282.422446 = -46559459.514422
  nChanged 226
		SP:Iteration 56Q (430.660000 sec): 3 clusters
  Score: Raw -46565762.750004 + Penalty 6282.422446 = -46559480.327558
  nChanged 187
		SP:Iteration 57Q (431.560000 sec): 3 clusters
  Score: Raw -46565778.752512 + Penalty 6282.422446 = -46559496.330066
  nChanged 161
		SP:Iteration 58Q (432.460000 sec): 3 clusters
  Score: Raw -46565791.456630 + Penalty 6282.422446 = -46559509.034184
  nChanged 158
		SP:Iteration 59Q (433.370000 sec): 3 clusters
  Score: Raw -46565803.990249 + Penalty 6282.422446 = -46559521.567803
  nChanged 152
		SP:Iteration 60F (434.560000 sec): 3 clusters
  Score: Raw -46565814.255374 + Penalty 6282.422446 = -46559531.832928
  nChanged 131
		SP:Iteration 61Q (435.460000 sec): 3 clusters
  Score: Raw -46565823.346411 + Penalty 6282.422446 = -46559540.923965
  nChanged 120
		SP:Iteration 62Q (436.350000 sec): 3 clusters
  Score: Raw -46565832.027112 + Penalty 6282.422446 = -46559549.604666
  nChanged 123
		SP:Iteration 63Q (437.240000 sec): 3 clusters
  Score: Raw -46565840.683210 + Penalty 6282.422446 = -46559558.260764
  nChanged 130
		SP:Iteration 64Q (438.140000 sec): 3 clusters
  Score: Raw -46565849.132709 + Penalty 6282.422446 = -46559566.710262
  nChanged 98
		SP:Iteration 65Q (439.020000 sec): 3 clusters
  Score: Raw -46565854.285637 + Penalty 6282.422446 = -46559571.863191
  nChanged 83
		SP:Iteration 66Q (439.910000 sec): 3 clusters
  Score: Raw -46565858.358234 + Penalty 6282.422446 = -46559575.935788
  nChanged 73
		SP:Iteration 67Q (440.800000 sec): 3 clusters
  Score: Raw -46565862.231626 + Penalty 6282.422446 = -46559579.809180
  nChanged 68
		SP:Iteration 68Q (441.700000 sec): 3 clusters
  Score: Raw -46565865.577518 + Penalty 6282.422446 = -46559583.155072
  nChanged 65
		SP:Iteration 69Q (442.590000 sec): 3 clusters
  Score: Raw -46565868.879899 + Penalty 6282.422446 = -46559586.457453
  nChanged 62
		SP:Iteration 70Q (443.490000 sec): 3 clusters
  Score: Raw -46565872.373465 + Penalty 6282.422446 = -46559589.951018
  nChanged 54
		SP:Iteration 71Q (444.380000 sec): 3 clusters
  Score: Raw -46565875.688566 + Penalty 6282.422446 = -46559593.266120
  nChanged 52
		SP:Iteration 72Q (445.260000 sec): 3 clusters
  Score: Raw -46565878.060542 + Penalty 6282.422446 = -46559595.638095
  nChanged 52
		SP:Iteration 73Q (446.150000 sec): 3 clusters
  Score: Raw -46565880.401952 + Penalty 6282.422446 = -46559597.979506
  nChanged 45
		SP:Iteration 74Q (447.050000 sec): 3 clusters
  Score: Raw -46565882.471839 + Penalty 6282.422446 = -46559600.049393
  nChanged 45
		SP:Iteration 75Q (447.950000 sec): 3 clusters
  Score: Raw -46565884.448838 + Penalty 6282.422446 = -46559602.026392
  nChanged 44
		SP:Iteration 76Q (448.830000 sec): 3 clusters
  Score: Raw -46565886.696127 + Penalty 6282.422446 = -46559604.273681
  nChanged 56
		SP:Iteration 77Q (449.730000 sec): 3 clusters
  Score: Raw -46565889.387679 + Penalty 6282.422446 = -46559606.965233
  nChanged 57
		SP:Iteration 78Q (450.630000 sec): 3 clusters
  Score: Raw -46565892.001787 + Penalty 6282.422446 = -46559609.579341
  nChanged 54
		SP:Iteration 79Q (451.520000 sec): 3 clusters
  Score: Raw -46565894.717175 + Penalty 6282.422446 = -46559612.294729
  nChanged 48
		SP:Iteration 80F (452.720000 sec): 3 clusters
  Score: Raw -46565897.123768 + Penalty 6282.422446 = -46559614.701322
  nChanged 43
		SP:Iteration 81Q (453.610000 sec): 3 clusters
  Score: Raw -46565899.113485 + Penalty 6282.422446 = -46559616.691039
  nChanged 41
		SP:Iteration 82Q (454.500000 sec): 3 clusters
  Score: Raw -46565900.738094 + Penalty 6282.422446 = -46559618.315648
  nChanged 38
		SP:Iteration 83Q (455.400000 sec): 3 clusters
  Score: Raw -46565902.375641 + Penalty 6282.422446 = -46559619.953195
  nChanged 34
		SP:Iteration 84Q (456.300000 sec): 3 clusters
  Score: Raw -46565904.015861 + Penalty 6282.422446 = -46559621.593414
  nChanged 37
		SP:Iteration 85Q (457.200000 sec): 3 clusters
  Score: Raw -46565905.405695 + Penalty 6282.422446 = -46559622.983249
  nChanged 32
		SP:Iteration 86Q (458.090000 sec): 3 clusters
  Score: Raw -46565906.923948 + Penalty 6282.422446 = -46559624.501502
  nChanged 36
		SP:Iteration 87Q (458.980000 sec): 3 clusters
  Score: Raw -46565908.571980 + Penalty 6282.422446 = -46559626.149534
  nChanged 38
		SP:Iteration 88Q (459.870000 sec): 3 clusters
  Score: Raw -46565910.697885 + Penalty 6282.422446 = -46559628.275438
  nChanged 39
		SP:Iteration 89Q (460.760000 sec): 3 clusters
  Score: Raw -46565912.793912 + Penalty 6282.422446 = -46559630.371465
  nChanged 50
		SP:Iteration 90Q (461.650000 sec): 3 clusters
  Score: Raw -46565915.558549 + Penalty 6282.422446 = -46559633.136102
  nChanged 51
		SP:Iteration 91Q (462.540000 sec): 3 clusters
  Score: Raw -46565918.115809 + Penalty 6282.422446 = -46559635.693363
  nChanged 44
		SP:Iteration 92Q (463.420000 sec): 3 clusters
  Score: Raw -46565920.072428 + Penalty 6282.422446 = -46559637.649982
  nChanged 27
		SP:Iteration 93Q (464.310000 sec): 3 clusters
  Score: Raw -46565921.369864 + Penalty 6282.422446 = -46559638.947418
  nChanged 29
		SP:Iteration 94Q (465.200000 sec): 3 clusters
  Score: Raw -46565922.458268 + Penalty 6282.422446 = -46559640.035822
  nChanged 28
		SP:Iteration 95Q (466.090000 sec): 3 clusters
  Score: Raw -46565923.870207 + Penalty 6282.422446 = -46559641.447761
  nChanged 36
		SP:Iteration 96Q (466.980000 sec): 3 clusters
  Score: Raw -46565925.532763 + Penalty 6282.422446 = -46559643.110316
  nChanged 39
		SP:Iteration 97Q (467.870000 sec): 3 clusters
  Score: Raw -46565927.347962 + Penalty 6282.422446 = -46559644.925516
  nChanged 41
		SP:Iteration 98Q (468.760000 sec): 3 clusters
  Score: Raw -46565929.322187 + Penalty 6282.422446 = -46559646.899740
  nChanged 33
		SP:Iteration 99Q (469.660000 sec): 3 clusters
  Score: Raw -46565931.070219 + Penalty 6282.422446 = -46559648.647773
  nChanged 37
		SP:Iteration 100F (470.860000 sec): 3 clusters
  Score: Raw -46565932.778372 + Penalty 6282.422446 = -46559650.355925
  nChanged 30
		SP:Iteration 101Q (471.730000 sec): 3 clusters
  Score: Raw -46565933.907512 + Penalty 6282.422446 = -46559651.485065
  nChanged 19
		SP:Iteration 102Q (472.620000 sec): 3 clusters
  Score: Raw -46565934.764723 + Penalty 6282.422446 = -46559652.342277
  nChanged 25
		SP:Iteration 103Q (473.510000 sec): 3 clusters
  Score: Raw -46565935.749414 + Penalty 6282.422446 = -46559653.326968
  nChanged 15
		SP:Iteration 104Q (474.400000 sec): 3 clusters
  Score: Raw -46565936.228464 + Penalty 6282.422446 = -46559653.806018
  nChanged 12
		SP:Iteration 105Q (475.290000 sec): 3 clusters
  Score: Raw -46565936.614719 + Penalty 6282.422446 = -46559654.192273
  nChanged 10
		SP:Iteration 106Q (476.180000 sec): 3 clusters
  Score: Raw -46565936.895384 + Penalty 6282.422446 = -46559654.472938
  nChanged 5
		SP:Iteration 107Q (477.060000 sec): 3 clusters
  Score: Raw -46565937.234989 + Penalty 6282.422446 = -46559654.812542
  nChanged 11
		SP:Iteration 108Q (477.950000 sec): 3 clusters
  Score: Raw -46565937.622743 + Penalty 6282.422446 = -46559655.200297
  nChanged 13
		SP:Iteration 109Q (478.840000 sec): 3 clusters
  Score: Raw -46565937.990906 + Penalty 6282.422446 = -46559655.568460
  nChanged 12
		SP:Iteration 110Q (479.730000 sec): 3 clusters
  Score: Raw -46565938.355872 + Penalty 6282.422446 = -46559655.933426
  nChanged 15
		SP:Iteration 111Q (480.620000 sec): 3 clusters
  Score: Raw -46565938.964447 + Penalty 6282.422446 = -46559656.542001
  nChanged 11
		SP:Iteration 112Q (481.510000 sec): 3 clusters
  Score: Raw -46565939.402442 + Penalty 6282.422446 = -46559656.979996
  nChanged 10
		SP:Iteration 113Q (482.400000 sec): 3 clusters
  Score: Raw -46565939.670813 + Penalty 6282.422446 = -46559657.248367
  nChanged 7
		SP:Iteration 114Q (483.290000 sec): 3 clusters
  Score: Raw -46565939.915211 + Penalty 6282.422446 = -46559657.492765
  nChanged 8
		SP:Iteration 115Q (484.180000 sec): 3 clusters
  Score: Raw -46565940.155384 + Penalty 6282.422446 = -46559657.732938
  nChanged 11
		SP:Iteration 116Q (485.070000 sec): 3 clusters
  Score: Raw -46565940.659763 + Penalty 6282.422446 = -46559658.237316
  nChanged 11
		SP:Iteration 117Q (485.960000 sec): 3 clusters
  Score: Raw -46565941.115805 + Penalty 6282.422446 = -46559658.693359
  nChanged 15
		SP:Iteration 118Q (486.850000 sec): 3 clusters
  Score: Raw -46565941.637398 + Penalty 6282.422446 = -46559659.214952
  nChanged 10
		SP:Iteration 119Q (487.730000 sec): 3 clusters
  Score: Raw -46565941.892567 + Penalty 6282.422446 = -46559659.470121
  nChanged 4
		SP:Iteration 120F (488.930000 sec): 3 clusters
  Score: Raw -46565941.997594 + Penalty 6282.422446 = -46559659.575148
  nChanged 5
		SP:Iteration 121Q (489.810000 sec): 3 clusters
  Score: Raw -46565942.176480 + Penalty 6282.422446 = -46559659.754033
  nChanged 10
		SP:Iteration 122Q (490.700000 sec): 3 clusters
  Score: Raw -46565942.477591 + Penalty 6282.422446 = -46559660.055145
  nChanged 11
		SP:Iteration 123Q (491.580000 sec): 3 clusters
  Score: Raw -46565942.812588 + Penalty 6282.422446 = -46559660.390142
  nChanged 14
		SP:Iteration 124Q (492.460000 sec): 3 clusters
  Score: Raw -46565943.376640 + Penalty 6282.422446 = -46559660.954194
  nChanged 16
		SP:Iteration 125Q (493.360000 sec): 3 clusters
  Score: Raw -46565944.058326 + Penalty 6282.422446 = -46559661.635880
  nChanged 12
		SP:Iteration 126Q (494.250000 sec): 3 clusters
  Score: Raw -46565944.500615 + Penalty 6282.422446 = -46559662.078169
  nChanged 8
		SP:Iteration 127Q (495.150000 sec): 3 clusters
  Score: Raw -46565944.759654 + Penalty 6282.422446 = -46559662.337208
  nChanged 10
		SP:Iteration 128Q (496.050000 sec): 3 clusters
  Score: Raw -46565945.180128 + Penalty 6282.422446 = -46559662.757682
  nChanged 9
		SP:Iteration 129Q (496.940000 sec): 3 clusters
  Score: Raw -46565945.528941 + Penalty 6282.422446 = -46559663.106494
  nChanged 7
		SP:Iteration 130Q (497.840000 sec): 3 clusters
  Score: Raw -46565945.903071 + Penalty 6282.422446 = -46559663.480624
  nChanged 10
		SP:Iteration 131Q (498.730000 sec): 3 clusters
  Score: Raw -46565946.269346 + Penalty 6282.422446 = -46559663.846899
  nChanged 9
		SP:Iteration 132Q (499.620000 sec): 3 clusters
  Score: Raw -46565946.782416 + Penalty 6282.422446 = -46559664.359970
  nChanged 10
		SP:Iteration 133Q (500.510000 sec): 3 clusters
  Score: Raw -46565947.324925 + Penalty 6282.422446 = -46559664.902478
  nChanged 11
		SP:Iteration 134Q (501.390000 sec): 3 clusters
  Score: Raw -46565947.906023 + Penalty 6282.422446 = -46559665.483577
  nChanged 12
		SP:Iteration 135Q (502.280000 sec): 3 clusters
  Score: Raw -46565948.402010 + Penalty 6282.422446 = -46559665.979563
  nChanged 13
		SP:Iteration 136Q (503.170000 sec): 3 clusters
  Score: Raw -46565949.035173 + Penalty 6282.422446 = -46559666.612727
  nChanged 13
		SP:Iteration 137Q (504.060000 sec): 3 clusters
  Score: Raw -46565949.757859 + Penalty 6282.422446 = -46559667.335412
  nChanged 13
		SP:Iteration 138Q (504.950000 sec): 3 clusters
  Score: Raw -46565950.248324 + Penalty 6282.422446 = -46559667.825878
  nChanged 10
		SP:Iteration 139Q (505.840000 sec): 3 clusters
  Score: Raw -46565950.559348 + Penalty 6282.422446 = -46559668.136902
  nChanged 11
		SP:Iteration 140F (507.040000 sec): 3 clusters
  Score: Raw -46565951.066721 + Penalty 6282.422446 = -46559668.644274
  nChanged 13
		SP:Iteration 141Q (507.940000 sec): 3 clusters
  Score: Raw -46565951.511836 + Penalty 6282.422446 = -46559669.089389
  nChanged 8
		SP:Iteration 142Q (508.830000 sec): 3 clusters
  Score: Raw -46565951.789417 + Penalty 6282.422446 = -46559669.366971
  nChanged 13
		SP:Iteration 143Q (509.720000 sec): 3 clusters
  Score: Raw -46565952.184550 + Penalty 6282.422446 = -46559669.762104
  nChanged 9
		SP:Iteration 144Q (510.610000 sec): 3 clusters
  Score: Raw -46565952.606027 + Penalty 6282.422446 = -46559670.183581
  nChanged 13
		SP:Iteration 145Q (511.500000 sec): 3 clusters
  Score: Raw -46565953.123494 + Penalty 6282.422446 = -46559670.701048
  nChanged 13
		SP:Iteration 146Q (512.390000 sec): 3 clusters
  Score: Raw -46565953.582814 + Penalty 6282.422446 = -46559671.160368
  nChanged 10
		SP:Iteration 147Q (513.280000 sec): 3 clusters
  Score: Raw -46565954.034440 + Penalty 6282.422446 = -46559671.611994
  nChanged 7
		SP:Iteration 148Q (514.170000 sec): 3 clusters
  Score: Raw -46565954.334628 + Penalty 6282.422446 = -46559671.912182
  nChanged 9
		SP:Iteration 149Q (515.060000 sec): 3 clusters
  Score: Raw -46565954.613313 + Penalty 6282.422446 = -46559672.190867
  nChanged 7
		SP:Iteration 150Q (515.950000 sec): 3 clusters
  Score: Raw -46565954.869644 + Penalty 6282.422446 = -46559672.447198
  nChanged 7
		SP:Iteration 151Q (516.840000 sec): 3 clusters
  Score: Raw -46565955.120718 + Penalty 6282.422446 = -46559672.698272
  nChanged 7
		SP:Iteration 152Q (517.730000 sec): 3 clusters
  Score: Raw -46565955.387793 + Penalty 6282.422446 = -46559672.965347
  nChanged 13
		SP:Iteration 153Q (518.620000 sec): 3 clusters
  Score: Raw -46565955.829020 + Penalty 6282.422446 = -46559673.406574
  nChanged 5
		SP:Iteration 154Q (519.510000 sec): 3 clusters
  Score: Raw -46565956.061295 + Penalty 6282.422446 = -46559673.638849
  nChanged 5
		SP:Iteration 155Q (520.400000 sec): 3 clusters
  Score: Raw -46565956.221268 + Penalty 6282.422446 = -46559673.798822
  nChanged 5
		SP:Iteration 156Q (521.290000 sec): 3 clusters
  Score: Raw -46565956.376608 + Penalty 6282.422446 = -46559673.954161
  nChanged 5
		SP:Iteration 157Q (522.180000 sec): 3 clusters
  Score: Raw -46565956.533609 + Penalty 6282.422446 = -46559674.111163
  nChanged 2
		SP:Iteration 158Q (523.080000 sec): 3 clusters
  Score: Raw -46565956.605982 + Penalty 6282.422446 = -46559674.183536
  nChanged 2
		SP:Iteration 159Q (523.970000 sec): 3 clusters
  Score: Raw -46565956.678410 + Penalty 6282.422446 = -46559674.255963
  nChanged 3
		SP:Iteration 160F (525.150000 sec): 3 clusters
  Score: Raw -46565956.761136 + Penalty 6282.422446 = -46559674.338690
  nChanged 2
		SP:Iteration 161Q (526.040000 sec): 3 clusters
  Score: Raw -46565956.844401 + Penalty 6282.422446 = -46559674.421955
  nChanged 1
		SP:Iteration 162Q (526.930000 sec): 3 clusters
  Score: Raw -46565956.875352 + Penalty 6282.422446 = -46559674.452906
  nChanged 0
		SP:Iteration 163F (528.120000 sec): 3 clusters
  Score: Raw -46565956.875352 + Penalty 6282.422446 = -46559674.452906
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (121806 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (528.590000 sec): 2 clusters
  Score: Raw -17728994.820269 + Penalty 2904.125854 = -17726090.694415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (529.060000 sec): 3 clusters
  Score: Raw -17650433.527057 + Penalty 5808.251707 = -17644625.275350
  nChanged 57877
		SP:Iteration 1F (529.520000 sec): 3 clusters
  Score: Raw -17683345.588440 + Penalty 5808.251707 = -17677537.336732
  nChanged 3380
		SP:Iteration 2Q (529.990000 sec): 3 clusters
  Score: Raw -17684030.626205 + Penalty 5808.251707 = -17678222.374497
  nChanged 3491
		SP:Iteration 3Q (530.470000 sec): 3 clusters
  Score: Raw -17684830.926463 + Penalty 5808.251707 = -17679022.674755
  nChanged 3739
		SP:Iteration 4Q (530.940000 sec): 3 clusters
  Score: Raw -17685805.810250 + Penalty 5808.251707 = -17679997.558542
  nChanged 4091
		SP:Iteration 5Q (531.410000 sec): 3 clusters
  Score: Raw -17687065.258069 + Penalty 5808.251707 = -17681257.006362
  nChanged 4597
		SP:Iteration 6Q (531.880000 sec): 3 clusters
  Score: Raw -17688736.001558 + Penalty 5808.251707 = -17682927.749851
  nChanged 5276
		SP:Iteration 7Q (532.360000 sec): 3 clusters
  Score: Raw -17691011.427931 + Penalty 5808.251707 = -17685203.176224
  nChanged 6068
		SP:Iteration 8Q (532.840000 sec): 3 clusters
  Score: Raw -17694098.019709 + Penalty 5808.251707 = -17688289.768001
  nChanged 6790
		SP:Iteration 9F (533.300000 sec): 3 clusters
  Score: Raw -17697975.156538 + Penalty 5808.251707 = -17692166.904831
  nChanged 7023
		SP:Iteration 10F (533.760000 sec): 3 clusters
  Score: Raw -17702137.239399 + Penalty 5808.251707 = -17696328.987691
  nChanged 6791
		SP:Iteration 11F (534.220000 sec): 3 clusters
  Score: Raw -17706159.798996 + Penalty 5808.251707 = -17700351.547288
  nChanged 6130
		SP:Iteration 12F (534.690000 sec): 3 clusters
  Score: Raw -17709545.503614 + Penalty 5808.251707 = -17703737.251906
  nChanged 5396
		SP:Iteration 13Q (535.150000 sec): 3 clusters
  Score: Raw -17712381.828915 + Penalty 5808.251707 = -17706573.577208
  nChanged 4503
		SP:Iteration 14Q (535.610000 sec): 3 clusters
  Score: Raw -17714611.125148 + Penalty 5808.251707 = -17708802.873441
  nChanged 3796
		SP:Iteration 15Q (536.070000 sec): 3 clusters
  Score: Raw -17716418.492247 + Penalty 5808.251707 = -17710610.240539
  nChanged 3257
		SP:Iteration 16Q (536.520000 sec): 3 clusters
  Score: Raw -17717940.163026 + Penalty 5808.251707 = -17712131.911319
  nChanged 2934
		SP:Iteration 17Q (536.970000 sec): 3 clusters
  Score: Raw -17719419.102258 + Penalty 5808.251707 = -17713610.850551
  nChanged 2867
		SP:Iteration 18Q (537.420000 sec): 3 clusters
  Score: Raw -17720929.432980 + Penalty 5808.251707 = -17715121.181272
  nChanged 2817
		SP:Iteration 19Q (537.870000 sec): 3 clusters
  Score: Raw -17722468.296408 + Penalty 5808.251707 = -17716660.044701
  nChanged 2793
		SP:Iteration 20F (538.330000 sec): 3 clusters
  Score: Raw -17723910.579266 + Penalty 5808.251707 = -17718102.327559
  nChanged 2639
		SP:Iteration 21Q (538.770000 sec): 3 clusters
  Score: Raw -17725182.948852 + Penalty 5808.251707 = -17719374.697145
  nChanged 2367
		SP:Iteration 22Q (539.210000 sec): 3 clusters
  Score: Raw -17726175.477193 + Penalty 5808.251707 = -17720367.225485
  nChanged 1996
		SP:Iteration 23Q (539.640000 sec): 3 clusters
  Score: Raw -17726968.999549 + Penalty 5808.251707 = -17721160.747841
  nChanged 1783
		SP:Iteration 24Q (540.080000 sec): 3 clusters
  Score: Raw -17727651.484586 + Penalty 5808.251707 = -17721843.232878
  nChanged 1610
		SP:Iteration 25Q (540.520000 sec): 3 clusters
  Score: Raw -17728161.679576 + Penalty 5808.251707 = -17722353.427869
  nChanged 1405
		SP:Iteration 26Q (540.950000 sec): 3 clusters
  Score: Raw -17728531.868764 + Penalty 5808.251707 = -17722723.617057
  nChanged 1164
		SP:Iteration 27Q (541.380000 sec): 3 clusters
  Score: Raw -17728805.646536 + Penalty 5808.251707 = -17722997.394828
  nChanged 1041
		SP:Iteration 28Q (541.810000 sec): 3 clusters
  Score: Raw -17729029.756939 + Penalty 5808.251707 = -17723221.505231
  nChanged 900
		SP:Iteration 29Q (542.240000 sec): 3 clusters
  Score: Raw -17729195.807360 + Penalty 5808.251707 = -17723387.555653
  nChanged 766
		SP:Iteration 30Q (542.670000 sec): 3 clusters
  Score: Raw -17729325.649680 + Penalty 5808.251707 = -17723517.397972
  nChanged 697
		SP:Iteration 31Q (543.100000 sec): 3 clusters
  Score: Raw -17729432.393596 + Penalty 5808.251707 = -17723624.141888
  nChanged 664
		SP:Iteration 32Q (543.530000 sec): 3 clusters
  Score: Raw -17729521.355960 + Penalty 5808.251707 = -17723713.104253
  nChanged 551
		SP:Iteration 33Q (543.950000 sec): 3 clusters
  Score: Raw -17729582.347085 + Penalty 5808.251707 = -17723774.095377
  nChanged 487
		SP:Iteration 34Q (544.380000 sec): 3 clusters
  Score: Raw -17729625.601979 + Penalty 5808.251707 = -17723817.350271
  nChanged 396
		SP:Iteration 35Q (544.800000 sec): 3 clusters
  Score: Raw -17729655.381307 + Penalty 5808.251707 = -17723847.129599
  nChanged 340
		SP:Iteration 36Q (545.220000 sec): 3 clusters
  Score: Raw -17729677.592758 + Penalty 5808.251707 = -17723869.341050
  nChanged 294
		SP:Iteration 37Q (545.650000 sec): 3 clusters
  Score: Raw -17729695.312619 + Penalty 5808.251707 = -17723887.060912
  nChanged 253
		SP:Iteration 38Q (546.070000 sec): 3 clusters
  Score: Raw -17729709.949923 + Penalty 5808.251707 = -17723901.698215
  nChanged 224
		SP:Iteration 39Q (546.490000 sec): 3 clusters
  Score: Raw -17729722.229476 + Penalty 5808.251707 = -17723913.977769
  nChanged 190
		SP:Iteration 40F (546.960000 sec): 3 clusters
  Score: Raw -17729736.099635 + Penalty 5808.251707 = -17723927.847927
  nChanged 194
		SP:Iteration 41Q (547.390000 sec): 3 clusters
  Score: Raw -17729745.573012 + Penalty 5808.251707 = -17723937.321305
  nChanged 183
		SP:Iteration 42Q (547.820000 sec): 3 clusters
  Score: Raw -17729754.503127 + Penalty 5808.251707 = -17723946.251419
  nChanged 203
		SP:Iteration 43Q (548.260000 sec): 3 clusters
  Score: Raw -17729764.937298 + Penalty 5808.251707 = -17723956.685591
  nChanged 183
		SP:Iteration 44Q (548.700000 sec): 3 clusters
  Score: Raw -17729773.200058 + Penalty 5808.251707 = -17723964.948350
  nChanged 168
		SP:Iteration 45Q (549.130000 sec): 3 clusters
  Score: Raw -17729781.188354 + Penalty 5808.251707 = -17723972.936646
  nChanged 154
		SP:Iteration 46Q (549.560000 sec): 3 clusters
  Score: Raw -17729788.491227 + Penalty 5808.251707 = -17723980.239519
  nChanged 155
		SP:Iteration 47Q (549.990000 sec): 3 clusters
  Score: Raw -17729795.517642 + Penalty 5808.251707 = -17723987.265935
  nChanged 149
		SP:Iteration 48Q (550.430000 sec): 3 clusters
  Score: Raw -17729802.022984 + Penalty 5808.251707 = -17723993.771277
  nChanged 129
		SP:Iteration 49Q (550.860000 sec): 3 clusters
  Score: Raw -17729806.443184 + Penalty 5808.251707 = -17723998.191477
  nChanged 110
		SP:Iteration 50Q (551.300000 sec): 3 clusters
  Score: Raw -17729809.910911 + Penalty 5808.251707 = -17724001.659203
  nChanged 95
		SP:Iteration 51Q (551.740000 sec): 3 clusters
  Score: Raw -17729812.525872 + Penalty 5808.251707 = -17724004.274165
  nChanged 74
		SP:Iteration 52Q (552.170000 sec): 3 clusters
  Score: Raw -17729814.334917 + Penalty 5808.251707 = -17724006.083210
  nChanged 70
		SP:Iteration 53Q (552.610000 sec): 3 clusters
  Score: Raw -17729815.840457 + Penalty 5808.251707 = -17724007.588750
  nChanged 53
		SP:Iteration 54Q (553.040000 sec): 3 clusters
  Score: Raw -17729816.886351 + Penalty 5808.251707 = -17724008.634643
  nChanged 53
		SP:Iteration 55Q (553.470000 sec): 3 clusters
  Score: Raw -17729818.053800 + Penalty 5808.251707 = -17724009.802092
  nChanged 53
		SP:Iteration 56Q (553.910000 sec): 3 clusters
  Score: Raw -17729819.365038 + Penalty 5808.251707 = -17724011.113330
  nChanged 46
		SP:Iteration 57Q (554.340000 sec): 3 clusters
  Score: Raw -17729820.664664 + Penalty 5808.251707 = -17724012.412956
  nChanged 46
		SP:Iteration 58Q (554.770000 sec): 3 clusters
  Score: Raw -17729821.956900 + Penalty 5808.251707 = -17724013.705192
  nChanged 48
		SP:Iteration 59Q (555.210000 sec): 3 clusters
  Score: Raw -17729823.223908 + Penalty 5808.251707 = -17724014.972200
  nChanged 45
		SP:Iteration 60F (555.670000 sec): 3 clusters
  Score: Raw -17729824.216736 + Penalty 5808.251707 = -17724015.965028
  nChanged 40
		SP:Iteration 61Q (556.110000 sec): 3 clusters
  Score: Raw -17729825.006767 + Penalty 5808.251707 = -17724016.755060
  nChanged 37
		SP:Iteration 62Q (556.550000 sec): 3 clusters
  Score: Raw -17729825.757417 + Penalty 5808.251707 = -17724017.505709
  nChanged 32
		SP:Iteration 63Q (556.980000 sec): 3 clusters
  Score: Raw -17729826.340538 + Penalty 5808.251707 = -17724018.088831
  nChanged 25
		SP:Iteration 64Q (557.410000 sec): 3 clusters
  Score: Raw -17729826.816499 + Penalty 5808.251707 = -17724018.564791
  nChanged 26
		SP:Iteration 65Q (557.850000 sec): 3 clusters
  Score: Raw -17729827.243687 + Penalty 5808.251707 = -17724018.991980
  nChanged 22
		SP:Iteration 66Q (558.280000 sec): 3 clusters
  Score: Raw -17729827.517084 + Penalty 5808.251707 = -17724019.265377
  nChanged 11
		SP:Iteration 67Q (558.720000 sec): 3 clusters
  Score: Raw -17729827.733236 + Penalty 5808.251707 = -17724019.481529
  nChanged 13
		SP:Iteration 68Q (559.150000 sec): 3 clusters
  Score: Raw -17729827.991146 + Penalty 5808.251707 = -17724019.739438
  nChanged 13
		SP:Iteration 69Q (559.590000 sec): 3 clusters
  Score: Raw -17729828.189840 + Penalty 5808.251707 = -17724019.938133
  nChanged 16
		SP:Iteration 70Q (560.020000 sec): 3 clusters
  Score: Raw -17729828.474643 + Penalty 5808.251707 = -17724020.222936
  nChanged 17
		SP:Iteration 71Q (560.460000 sec): 3 clusters
  Score: Raw -17729828.776259 + Penalty 5808.251707 = -17724020.524552
  nChanged 16
		SP:Iteration 72Q (560.890000 sec): 3 clusters
  Score: Raw -17729829.013342 + Penalty 5808.251707 = -17724020.761634
  nChanged 14
		SP:Iteration 73Q (561.330000 sec): 3 clusters
  Score: Raw -17729829.217574 + Penalty 5808.251707 = -17724020.965866
  nChanged 12
		SP:Iteration 74Q (561.760000 sec): 3 clusters
  Score: Raw -17729829.464785 + Penalty 5808.251707 = -17724021.213077
  nChanged 18
		SP:Iteration 75Q (562.200000 sec): 3 clusters
  Score: Raw -17729829.881418 + Penalty 5808.251707 = -17724021.629711
  nChanged 20
		SP:Iteration 76Q (562.640000 sec): 3 clusters
  Score: Raw -17729830.283526 + Penalty 5808.251707 = -17724022.031818
  nChanged 25
		SP:Iteration 77Q (563.070000 sec): 3 clusters
  Score: Raw -17729830.766265 + Penalty 5808.251707 = -17724022.514558
  nChanged 22
		SP:Iteration 78Q (563.510000 sec): 3 clusters
  Score: Raw -17729831.156484 + Penalty 5808.251707 = -17724022.904777
  nChanged 20
		SP:Iteration 79Q (563.940000 sec): 3 clusters
  Score: Raw -17729831.453461 + Penalty 5808.251707 = -17724023.201754
  nChanged 16
		SP:Iteration 80F (564.400000 sec): 3 clusters
  Score: Raw -17729831.644742 + Penalty 5808.251707 = -17724023.393034
  nChanged 13
		SP:Iteration 81Q (564.840000 sec): 3 clusters
  Score: Raw -17729831.783571 + Penalty 5808.251707 = -17724023.531864
  nChanged 7
		SP:Iteration 82Q (565.270000 sec): 3 clusters
  Score: Raw -17729831.870539 + Penalty 5808.251707 = -17724023.618831
  nChanged 8
		SP:Iteration 83Q (565.710000 sec): 3 clusters
  Score: Raw -17729831.976529 + Penalty 5808.251707 = -17724023.724821
  nChanged 10
		SP:Iteration 84Q (566.140000 sec): 3 clusters
  Score: Raw -17729832.147156 + Penalty 5808.251707 = -17724023.895449
  nChanged 12
		SP:Iteration 85Q (566.580000 sec): 3 clusters
  Score: Raw -17729832.369196 + Penalty 5808.251707 = -17724024.117488
  nChanged 11
		SP:Iteration 86Q (567.020000 sec): 3 clusters
  Score: Raw -17729832.514929 + Penalty 5808.251707 = -17724024.263221
  nChanged 10
		SP:Iteration 87Q (567.450000 sec): 3 clusters
  Score: Raw -17729832.647275 + Penalty 5808.251707 = -17724024.395567
  nChanged 13
		SP:Iteration 88Q (567.890000 sec): 3 clusters
  Score: Raw -17729832.794548 + Penalty 5808.251707 = -17724024.542840
  nChanged 10
		SP:Iteration 89Q (568.320000 sec): 3 clusters
  Score: Raw -17729832.897850 + Penalty 5808.251707 = -17724024.646143
  nChanged 6
		SP:Iteration 90Q (568.760000 sec): 3 clusters
  Score: Raw -17729832.978677 + Penalty 5808.251707 = -17724024.726969
  nChanged 5
		SP:Iteration 91Q (569.190000 sec): 3 clusters
  Score: Raw -17729833.028332 + Penalty 5808.251707 = -17724024.776625
  nChanged 6
		SP:Iteration 92Q (569.630000 sec): 3 clusters
  Score: Raw -17729833.077578 + Penalty 5808.251707 = -17724024.825870
  nChanged 6
		SP:Iteration 93Q (570.070000 sec): 3 clusters
  Score: Raw -17729833.176197 + Penalty 5808.251707 = -17724024.924490
  nChanged 7
		SP:Iteration 94Q (570.500000 sec): 3 clusters
  Score: Raw -17729833.280474 + Penalty 5808.251707 = -17724025.028766
  nChanged 5
		SP:Iteration 95Q (570.940000 sec): 3 clusters
  Score: Raw -17729833.355528 + Penalty 5808.251707 = -17724025.103820
  nChanged 5
		SP:Iteration 96Q (571.370000 sec): 3 clusters
  Score: Raw -17729833.442117 + Penalty 5808.251707 = -17724025.190409
  nChanged 1
		SP:Iteration 97Q (571.800000 sec): 3 clusters
  Score: Raw -17729833.466471 + Penalty 5808.251707 = -17724025.214763
  nChanged 1
		SP:Iteration 98Q (572.230000 sec): 3 clusters
  Score: Raw -17729833.478016 + Penalty 5808.251707 = -17724025.226308
  nChanged 3
		SP:Iteration 99Q (572.670000 sec): 3 clusters
  Score: Raw -17729833.505160 + Penalty 5808.251707 = -17724025.253453
  nChanged 0
		SP:Iteration 100F (573.130000 sec): 3 clusters
  Score: Raw -17729833.505160 + Penalty 5808.251707 = -17724025.253453
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (17754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (573.240000 sec): 2 clusters
  Score: Raw -2677111.127791 + Penalty 2426.522798 = -2674684.604993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (573.300000 sec): 3 clusters
  Score: Raw -2666946.952721 + Penalty 4853.045596 = -2662093.907125
  nChanged 7787
		SP:Iteration 1F (573.370000 sec): 3 clusters
  Score: Raw -2671071.433821 + Penalty 4853.045596 = -2666218.388225
  nChanged 994
		SP:Iteration 2F (573.430000 sec): 3 clusters
  Score: Raw -2671518.730736 + Penalty 4853.045596 = -2666665.685140
  nChanged 907
		SP:Iteration 3F (573.490000 sec): 3 clusters
  Score: Raw -2671914.088464 + Penalty 4853.045596 = -2667061.042868
  nChanged 804
		SP:Iteration 4Q (573.560000 sec): 3 clusters
  Score: Raw -2672305.804589 + Penalty 4853.045596 = -2667452.758992
  nChanged 805
		SP:Iteration 5Q (573.630000 sec): 3 clusters
  Score: Raw -2672775.583382 + Penalty 4853.045596 = -2667922.537786
  nChanged 843
		SP:Iteration 6Q (573.700000 sec): 3 clusters
  Score: Raw -2673265.627126 + Penalty 4853.045596 = -2668412.581530
  nChanged 869
		SP:Iteration 7Q (573.760000 sec): 3 clusters
  Score: Raw -2673832.646636 + Penalty 4853.045596 = -2668979.601040
  nChanged 923
		SP:Iteration 8F (573.820000 sec): 3 clusters
  Score: Raw -2674429.090207 + Penalty 4853.045596 = -2669576.044611
  nChanged 920
		SP:Iteration 9F (573.890000 sec): 3 clusters
  Score: Raw -2675046.607595 + Penalty 4853.045596 = -2670193.561999
  nChanged 826
		SP:Iteration 10Q (573.950000 sec): 3 clusters
  Score: Raw -2675613.630161 + Penalty 4853.045596 = -2670760.584565
  nChanged 723
		SP:Iteration 11Q (574.020000 sec): 3 clusters
  Score: Raw -2676116.171335 + Penalty 4853.045596 = -2671263.125739
  nChanged 620
		SP:Iteration 12Q (574.080000 sec): 3 clusters
  Score: Raw -2676512.448643 + Penalty 4853.045596 = -2671659.403047
  nChanged 502
		SP:Iteration 13Q (574.140000 sec): 3 clusters
  Score: Raw -2676785.869899 + Penalty 4853.045596 = -2671932.824302
  nChanged 368
		SP:Iteration 14Q (574.200000 sec): 3 clusters
  Score: Raw -2676963.313829 + Penalty 4853.045596 = -2672110.268232
  nChanged 285
		SP:Iteration 15Q (574.260000 sec): 3 clusters
  Score: Raw -2677087.337417 + Penalty 4853.045596 = -2672234.291821
  nChanged 237
		SP:Iteration 16Q (574.330000 sec): 3 clusters
  Score: Raw -2677190.552227 + Penalty 4853.045596 = -2672337.506631
  nChanged 217
		SP:Iteration 17Q (574.380000 sec): 3 clusters
  Score: Raw -2677273.774789 + Penalty 4853.045596 = -2672420.729193
  nChanged 169
		SP:Iteration 18Q (574.440000 sec): 3 clusters
  Score: Raw -2677331.750636 + Penalty 4853.045596 = -2672478.705040
  nChanged 134
		SP:Iteration 19Q (574.500000 sec): 3 clusters
  Score: Raw -2677374.268089 + Penalty 4853.045596 = -2672521.222493
  nChanged 117
		SP:Iteration 20F (574.570000 sec): 3 clusters
  Score: Raw -2677410.878292 + Penalty 4853.045596 = -2672557.832695
  nChanged 99
		SP:Iteration 21Q (574.620000 sec): 3 clusters
  Score: Raw -2677435.082940 + Penalty 4853.045596 = -2672582.037344
  nChanged 82
		SP:Iteration 22Q (574.680000 sec): 3 clusters
  Score: Raw -2677454.849279 + Penalty 4853.045596 = -2672601.803682
  nChanged 83
		SP:Iteration 23Q (574.740000 sec): 3 clusters
  Score: Raw -2677474.471722 + Penalty 4853.045596 = -2672621.426126
  nChanged 91
		SP:Iteration 24Q (574.800000 sec): 3 clusters
  Score: Raw -2677498.871935 + Penalty 4853.045596 = -2672645.826339
  nChanged 82
		SP:Iteration 25Q (574.850000 sec): 3 clusters
  Score: Raw -2677517.136901 + Penalty 4853.045596 = -2672664.091304
  nChanged 69
		SP:Iteration 26Q (574.910000 sec): 3 clusters
  Score: Raw -2677529.764117 + Penalty 4853.045596 = -2672676.718521
  nChanged 45
		SP:Iteration 27Q (574.960000 sec): 3 clusters
  Score: Raw -2677538.140500 + Penalty 4853.045596 = -2672685.094903
  nChanged 34
		SP:Iteration 28Q (575.020000 sec): 3 clusters
  Score: Raw -2677544.238718 + Penalty 4853.045596 = -2672691.193122
  nChanged 39
		SP:Iteration 29Q (575.080000 sec): 3 clusters
  Score: Raw -2677550.635490 + Penalty 4853.045596 = -2672697.589894
  nChanged 31
		SP:Iteration 30Q (575.130000 sec): 3 clusters
  Score: Raw -2677556.347483 + Penalty 4853.045596 = -2672703.301887
  nChanged 27
		SP:Iteration 31Q (575.190000 sec): 3 clusters
  Score: Raw -2677560.991120 + Penalty 4853.045596 = -2672707.945523
  nChanged 26
		SP:Iteration 32Q (575.240000 sec): 3 clusters
  Score: Raw -2677564.879454 + Penalty 4853.045596 = -2672711.833858
  nChanged 24
		SP:Iteration 33Q (575.300000 sec): 3 clusters
  Score: Raw -2677568.219503 + Penalty 4853.045596 = -2672715.173906
  nChanged 23
		SP:Iteration 34Q (575.360000 sec): 3 clusters
  Score: Raw -2677571.806700 + Penalty 4853.045596 = -2672718.761104
  nChanged 17
		SP:Iteration 35Q (575.410000 sec): 3 clusters
  Score: Raw -2677574.780436 + Penalty 4853.045596 = -2672721.734839
  nChanged 22
		SP:Iteration 36Q (575.460000 sec): 3 clusters
  Score: Raw -2677578.123710 + Penalty 4853.045596 = -2672725.078113
  nChanged 19
		SP:Iteration 37Q (575.520000 sec): 3 clusters
  Score: Raw -2677581.255895 + Penalty 4853.045596 = -2672728.210299
  nChanged 12
		SP:Iteration 38Q (575.580000 sec): 3 clusters
  Score: Raw -2677582.980868 + Penalty 4853.045596 = -2672729.935272
  nChanged 11
		SP:Iteration 39Q (575.630000 sec): 3 clusters
  Score: Raw -2677584.501760 + Penalty 4853.045596 = -2672731.456164
  nChanged 7
		SP:Iteration 40F (575.700000 sec): 3 clusters
  Score: Raw -2677585.479590 + Penalty 4853.045596 = -2672732.433993
  nChanged 5
		SP:Iteration 41Q (575.750000 sec): 3 clusters
  Score: Raw -2677586.030021 + Penalty 4853.045596 = -2672732.984425
  nChanged 4
		SP:Iteration 42Q (575.810000 sec): 3 clusters
  Score: Raw -2677586.901173 + Penalty 4853.045596 = -2672733.855577
  nChanged 6
		SP:Iteration 43Q (575.860000 sec): 3 clusters
  Score: Raw -2677587.679320 + Penalty 4853.045596 = -2672734.633724
  nChanged 5
		SP:Iteration 44Q (575.920000 sec): 3 clusters
  Score: Raw -2677588.557884 + Penalty 4853.045596 = -2672735.512287
  nChanged 7
		SP:Iteration 45Q (575.970000 sec): 3 clusters
  Score: Raw -2677589.415895 + Penalty 4853.045596 = -2672736.370299
  nChanged 3
		SP:Iteration 46Q (576.030000 sec): 3 clusters
  Score: Raw -2677589.669420 + Penalty 4853.045596 = -2672736.623824
  nChanged 2
		SP:Iteration 47Q (576.080000 sec): 3 clusters
  Score: Raw -2677589.897577 + Penalty 4853.045596 = -2672736.851981
  nChanged 3
		SP:Iteration 48Q (576.140000 sec): 3 clusters
  Score: Raw -2677590.239952 + Penalty 4853.045596 = -2672737.194356
  nChanged 1
		SP:Iteration 49Q (576.200000 sec): 3 clusters
  Score: Raw -2677590.399528 + Penalty 4853.045596 = -2672737.353932
  nChanged 2
		SP:Iteration 50Q (576.250000 sec): 3 clusters
  Score: Raw -2677590.680607 + Penalty 4853.045596 = -2672737.635011
  nChanged 3
		SP:Iteration 51Q (576.300000 sec): 3 clusters
  Score: Raw -2677590.930883 + Penalty 4853.045596 = -2672737.885287
  nChanged 0
		SP:Iteration 52F (576.370000 sec): 3 clusters
  Score: Raw -2677590.930883 + Penalty 4853.045596 = -2672737.885287
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (8108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (576.400000 sec): 2 clusters
  Score: Raw -1148582.462282 + Penalty 2232.150414 = -1146350.311868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (576.430000 sec): 3 clusters
  Score: Raw -1144394.039099 + Penalty 4464.300828 = -1139929.738272
  nChanged 3278
		SP:Iteration 1F (576.460000 sec): 3 clusters
  Score: Raw -1146212.503152 + Penalty 4464.300828 = -1141748.202324
  nChanged 526
		SP:Iteration 2F (576.490000 sec): 3 clusters
  Score: Raw -1146506.745780 + Penalty 4464.300828 = -1142042.444953
  nChanged 419
		SP:Iteration 3F (576.520000 sec): 3 clusters
  Score: Raw -1146711.629413 + Penalty 4464.300828 = -1142247.328585
  nChanged 309
		SP:Iteration 4Q (576.550000 sec): 3 clusters
  Score: Raw -1146856.463754 + Penalty 4464.300828 = -1142392.162926
  nChanged 288
		SP:Iteration 5Q (576.580000 sec): 3 clusters
  Score: Raw -1147008.912079 + Penalty 4464.300828 = -1142544.611252
  nChanged 294
		SP:Iteration 6Q (576.610000 sec): 3 clusters
  Score: Raw -1147167.871315 + Penalty 4464.300828 = -1142703.570488
  nChanged 295
		SP:Iteration 7Q (576.640000 sec): 3 clusters
  Score: Raw -1147341.133813 + Penalty 4464.300828 = -1142876.832985
  nChanged 296
		SP:Iteration 8Q (576.670000 sec): 3 clusters
  Score: Raw -1147525.624012 + Penalty 4464.300828 = -1143061.323184
  nChanged 277
		SP:Iteration 9Q (576.700000 sec): 3 clusters
  Score: Raw -1147710.116162 + Penalty 4464.300828 = -1143245.815334
  nChanged 282
		SP:Iteration 10Q (576.720000 sec): 3 clusters
  Score: Raw -1147912.048845 + Penalty 4464.300828 = -1143447.748017
  nChanged 291
		SP:Iteration 11Q (576.750000 sec): 3 clusters
  Score: Raw -1148148.721251 + Penalty 4464.300828 = -1143684.420423
  nChanged 275
		SP:Iteration 12Q (576.780000 sec): 3 clusters
  Score: Raw -1148370.212639 + Penalty 4464.300828 = -1143905.911811
  nChanged 246
		SP:Iteration 13Q (576.810000 sec): 3 clusters
  Score: Raw -1148580.481976 + Penalty 4464.300828 = -1144116.181148
  nChanged 226
		SP:Iteration 14Q (576.840000 sec): 3 clusters
  Score: Raw -1148782.918388 + Penalty 4464.300828 = -1144318.617561
  nChanged 178
		SP:Iteration 15Q (576.860000 sec): 3 clusters
  Score: Raw -1148944.215112 + Penalty 4464.300828 = -1144479.914284
  nChanged 174
		SP:Iteration 16Q (576.890000 sec): 3 clusters
  Score: Raw -1149117.234292 + Penalty 4464.300828 = -1144652.933464
  nChanged 155
		SP:Iteration 17Q (576.920000 sec): 3 clusters
  Score: Raw -1149260.247078 + Penalty 4464.300828 = -1144795.946250
  nChanged 121
		SP:Iteration 18Q (576.940000 sec): 3 clusters
  Score: Raw -1149370.512756 + Penalty 4464.300828 = -1144906.211928
  nChanged 109
		SP:Iteration 19Q (576.970000 sec): 3 clusters
  Score: Raw -1149487.683965 + Penalty 4464.300828 = -1145023.383138
  nChanged 137
		SP:Iteration 20F (577.000000 sec): 3 clusters
  Score: Raw -1149583.068869 + Penalty 4464.300828 = -1145118.768042
  nChanged 101
		SP:Iteration 21Q (577.020000 sec): 3 clusters
  Score: Raw -1149646.885797 + Penalty 4464.300828 = -1145182.584969
  nChanged 64
		SP:Iteration 22Q (577.050000 sec): 3 clusters
  Score: Raw -1149678.283994 + Penalty 4464.300828 = -1145213.983166
  nChanged 46
		SP:Iteration 23Q (577.070000 sec): 3 clusters
  Score: Raw -1149699.460477 + Penalty 4464.300828 = -1145235.159649
  nChanged 38
		SP:Iteration 24Q (577.100000 sec): 3 clusters
  Score: Raw -1149711.825038 + Penalty 4464.300828 = -1145247.524210
  nChanged 21
		SP:Iteration 25Q (577.120000 sec): 3 clusters
  Score: Raw -1149720.604526 + Penalty 4464.300828 = -1145256.303698
  nChanged 13
		SP:Iteration 26Q (577.150000 sec): 3 clusters
  Score: Raw -1149724.407066 + Penalty 4464.300828 = -1145260.106239
  nChanged 16
		SP:Iteration 27Q (577.170000 sec): 3 clusters
  Score: Raw -1149729.730501 + Penalty 4464.300828 = -1145265.429673
  nChanged 11
		SP:Iteration 28Q (577.200000 sec): 3 clusters
  Score: Raw -1149733.465655 + Penalty 4464.300828 = -1145269.164828
  nChanged 8
		SP:Iteration 29Q (577.220000 sec): 3 clusters
  Score: Raw -1149735.653165 + Penalty 4464.300828 = -1145271.352337
  nChanged 5
		SP:Iteration 30Q (577.240000 sec): 3 clusters
  Score: Raw -1149737.104044 + Penalty 4464.300828 = -1145272.803216
  nChanged 3
		SP:Iteration 31Q (577.270000 sec): 3 clusters
  Score: Raw -1149738.062702 + Penalty 4464.300828 = -1145273.761874
  nChanged 2
		SP:Iteration 32Q (577.300000 sec): 3 clusters
  Score: Raw -1149738.776348 + Penalty 4464.300828 = -1145274.475520
  nChanged 3
		SP:Iteration 33Q (577.320000 sec): 3 clusters
  Score: Raw -1149739.863631 + Penalty 4464.300828 = -1145275.562803
  nChanged 4
		SP:Iteration 34Q (577.340000 sec): 3 clusters
  Score: Raw -1149740.906309 + Penalty 4464.300828 = -1145276.605481
  nChanged 3
		SP:Iteration 35Q (577.370000 sec): 3 clusters
  Score: Raw -1149742.044701 + Penalty 4464.300828 = -1145277.743873
  nChanged 3
		SP:Iteration 36Q (577.390000 sec): 3 clusters
  Score: Raw -1149742.694331 + Penalty 4464.300828 = -1145278.393503
  nChanged 1
		SP:Iteration 37Q (577.420000 sec): 3 clusters
  Score: Raw -1149742.871757 + Penalty 4464.300828 = -1145278.570930
  nChanged 0
		SP:Iteration 38F (577.450000 sec): 3 clusters
  Score: Raw -1149742.871757 + Penalty 4464.300828 = -1145278.570930
  nChanged 0
Iteration 20F (601.380000 sec): 22 clusters
  Score: Raw -117467146.010613 + Penalty 70868.408463 = -117396277.602150
  nChanged 13151
Iteration 21Q (609.330000 sec): 22 clusters
  Score: Raw -117480321.324480 + Penalty 70868.408463 = -117409452.916016
  nChanged 10091
Iteration 22Q (616.910000 sec): 22 clusters
  Score: Raw -117483520.126695 + Penalty 70868.408463 = -117412651.718232
  nChanged 8773
Iteration 23Q (624.380000 sec): 22 clusters
  Score: Raw -117485724.769856 + Penalty 70868.408463 = -117414856.361393
  nChanged 7731
Iteration 24Q (631.830000 sec): 22 clusters
  Score: Raw -117487354.244498 + Penalty 70868.408463 = -117416485.836035
  nChanged 6807
Iteration 25Q (639.250000 sec): 22 clusters
  Score: Raw -117488689.719103 + Penalty 70868.408463 = -117417821.310640
  nChanged 6238
Iteration 26Q (646.640000 sec): 22 clusters
  Score: Raw -117489996.137717 + Penalty 70868.408463 = -117419127.729253
  nChanged 5758
Iteration 27Q (654.040000 sec): 22 clusters
  Score: Raw -117491083.150551 + Penalty 70868.408463 = -117420214.742088
  nChanged 5351
Iteration 28Q (661.420000 sec): 22 clusters
  Score: Raw -117491914.371092 + Penalty 70868.408463 = -117421045.962629
  nChanged 5013
Iteration 29Q (668.770000 sec): 22 clusters
  Score: Raw -117492657.884777 + Penalty 70868.408463 = -117421789.476314
  nChanged 4796
Iteration 30Q (676.110000 sec): 22 clusters
  Score: Raw -117493310.571121 + Penalty 70868.408463 = -117422442.162657
  nChanged 4591
Iteration 31Q (683.420000 sec): 22 clusters
  Score: Raw -117493896.317894 + Penalty 70868.408463 = -117423027.909430
  nChanged 4358
Iteration 32Q (690.720000 sec): 22 clusters
  Score: Raw -117494445.958750 + Penalty 70868.408463 = -117423577.550286
  nChanged 4220
Iteration 33Q (698.040000 sec): 22 clusters
  Score: Raw -117494961.984438 + Penalty 70868.408463 = -117424093.575975
  nChanged 4065
Iteration 34Q (705.380000 sec): 22 clusters
  Score: Raw -117495451.103215 + Penalty 70868.408463 = -117424582.694752
  nChanged 3974
Iteration 35Q (712.680000 sec): 22 clusters
  Score: Raw -117495932.318738 + Penalty 70868.408463 = -117425063.910275
  nChanged 3886
Iteration 36Q (719.970000 sec): 22 clusters
  Score: Raw -117496404.769275 + Penalty 70868.408463 = -117425536.360812
  nChanged 3802
Iteration 37Q (727.250000 sec): 22 clusters
  Score: Raw -117496850.294640 + Penalty 70868.408463 = -117425981.886177
  nChanged 3701
Iteration 38Q (734.540000 sec): 22 clusters
  Score: Raw -117497257.209101 + Penalty 70868.408463 = -117426388.800638
  nChanged 3654
Iteration 39Q (741.800000 sec): 22 clusters
  Score: Raw -117497645.721851 + Penalty 70868.408463 = -117426777.313388
  nChanged 3628
Iteration 40F (765.570000 sec): 22 clusters
  Score: Raw -117503501.555366 + Penalty 70868.408463 = -117432633.146903
  nChanged 3920
Iteration 41Q (773.160000 sec): 22 clusters
  Score: Raw -117508333.066499 + Penalty 70868.408463 = -117437464.658036
  nChanged 3826
Iteration 42Q (780.750000 sec): 22 clusters
  Score: Raw -117509235.778553 + Penalty 70868.408463 = -117438367.370090
  nChanged 3771
Iteration 43Q (788.300000 sec): 22 clusters
  Score: Raw -117509967.189150 + Penalty 70868.408463 = -117439098.780687
  nChanged 3975
Iteration 44Q (795.890000 sec): 22 clusters
  Score: Raw -117510519.043151 + Penalty 70868.408463 = -117439650.634688
  nChanged 4026
Iteration 45Q (803.430000 sec): 22 clusters
  Score: Raw -117511203.263135 + Penalty 70868.408463 = -117440334.854672
  nChanged 3999
Iteration 46Q (810.980000 sec): 22 clusters
  Score: Raw -117511909.685521 + Penalty 70868.408463 = -117441041.277057
  nChanged 3996
Iteration 47Q (818.520000 sec): 22 clusters
  Score: Raw -117512618.958021 + Penalty 70868.408463 = -117441750.549557
  nChanged 3971
Iteration 48Q (826.050000 sec): 22 clusters
  Score: Raw -117513507.374515 + Penalty 70868.408463 = -117442638.966052
  nChanged 4014
Iteration 49Q (833.580000 sec): 22 clusters
  Score: Raw -117513885.656062 + Penalty 70868.408463 = -117443017.247599
  nChanged 4013
Iteration 50Q (841.100000 sec): 22 clusters
  Score: Raw -117514245.912503 + Penalty 70868.408463 = -117443377.504040
  nChanged 4179
Iteration 51Q (848.620000 sec): 22 clusters
  Score: Raw -117514622.420394 + Penalty 70868.408463 = -117443754.011931
  nChanged 4231
Iteration 52Q (856.130000 sec): 22 clusters
  Score: Raw -117515019.218435 + Penalty 70868.408463 = -117444150.809972
  nChanged 4440
Iteration 53Q (863.640000 sec): 22 clusters
  Score: Raw -117515453.117096 + Penalty 70868.408463 = -117444584.708633
  nChanged 4599
Iteration 54Q (871.150000 sec): 22 clusters
  Score: Raw -117515938.834778 + Penalty 70868.408463 = -117445070.426314
  nChanged 4983
Iteration 55Q (878.670000 sec): 22 clusters
  Score: Raw -117516514.705281 + Penalty 70868.408463 = -117445646.296818
  nChanged 5408
Iteration 56Q (886.220000 sec): 22 clusters
  Score: Raw -117517221.106149 + Penalty 70868.408463 = -117446352.697685
  nChanged 5893
Iteration 57Q (893.760000 sec): 22 clusters
  Score: Raw -117518076.207016 + Penalty 70868.408463 = -117447207.798553
  nChanged 6478
Iteration 58Q (901.300000 sec): 22 clusters
  Score: Raw -117519123.596388 + Penalty 70868.408463 = -117448255.187924
  nChanged 7103
Writing temp clu file 
Because OldScore, -117447207.798553, is greater than current (better) Score,-117448255.187924 
 Compute initial score before splitting:   Score: Raw -117519123.596388 + Penalty 70868.408463 = -117448255.187924
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (1300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.460000 sec): 2 clusters
  Score: Raw -189433.906082 + Penalty 1778.189647 = -187655.716435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.470000 sec): 3 clusters
  Score: Raw -189023.702042 + Penalty 3556.379294 = -185467.322748
  nChanged 362
		SP:Iteration 1F (901.480000 sec): 3 clusters
  Score: Raw -189325.263470 + Penalty 3556.379294 = -185768.884176
  nChanged 84
		SP:Iteration 2F (901.480000 sec): 3 clusters
  Score: Raw -189411.472400 + Penalty 3556.379294 = -185855.093106
  nChanged 40
		SP:Iteration 3Q (901.480000 sec): 3 clusters
  Score: Raw -189453.589720 + Penalty 3556.379294 = -185897.210426
  nChanged 24
		SP:Iteration 4Q (901.490000 sec): 3 clusters
  Score: Raw -189484.640767 + Penalty 3556.379294 = -185928.261473
  nChanged 18
		SP:Iteration 5Q (901.500000 sec): 3 clusters
  Score: Raw -189504.428618 + Penalty 3556.379294 = -185948.049324
  nChanged 13
		SP:Iteration 6Q (901.500000 sec): 3 clusters
  Score: Raw -189521.789684 + Penalty 3556.379294 = -185965.410390
  nChanged 20
		SP:Iteration 7Q (901.500000 sec): 3 clusters
  Score: Raw -189539.324066 + Penalty 3556.379294 = -185982.944772
  nChanged 9
		SP:Iteration 8Q (901.510000 sec): 3 clusters
  Score: Raw -189548.663909 + Penalty 3556.379294 = -185992.284616
  nChanged 11
		SP:Iteration 9Q (901.520000 sec): 3 clusters
  Score: Raw -189558.763303 + Penalty 3556.379294 = -186002.384010
  nChanged 13
		SP:Iteration 10Q (901.520000 sec): 3 clusters
  Score: Raw -189570.255187 + Penalty 3556.379294 = -186013.875893
  nChanged 12
		SP:Iteration 11Q (901.520000 sec): 3 clusters
  Score: Raw -189581.442520 + Penalty 3556.379294 = -186025.063226
  nChanged 11
		SP:Iteration 12Q (901.530000 sec): 3 clusters
  Score: Raw -189593.036681 + Penalty 3556.379294 = -186036.657387
  nChanged 8
		SP:Iteration 13Q (901.540000 sec): 3 clusters
  Score: Raw -189598.774900 + Penalty 3556.379294 = -186042.395607
  nChanged 5
		SP:Iteration 14Q (901.540000 sec): 3 clusters
  Score: Raw -189603.066750 + Penalty 3556.379294 = -186046.687457
  nChanged 5
		SP:Iteration 15Q (901.550000 sec): 3 clusters
  Score: Raw -189608.925555 + Penalty 3556.379294 = -186052.546261
  nChanged 5
		SP:Iteration 16Q (901.550000 sec): 3 clusters
  Score: Raw -189617.078012 + Penalty 3556.379294 = -186060.698718
  nChanged 4
		SP:Iteration 17Q (901.560000 sec): 3 clusters
  Score: Raw -189620.544208 + Penalty 3556.379294 = -186064.164914
  nChanged 2
		SP:Iteration 18Q (901.560000 sec): 3 clusters
  Score: Raw -189623.031611 + Penalty 3556.379294 = -186066.652318
  nChanged 0
		SP:Iteration 19F (901.570000 sec): 3 clusters
  Score: Raw -189623.031611 + Penalty 3556.379294 = -186066.652318
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.580000 sec): 2 clusters
  Score: Raw -182124.288917 + Penalty 1765.268019 = -180359.020899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.580000 sec): 3 clusters
  Score: Raw -181784.649686 + Penalty 3530.536037 = -178254.113649
  nChanged 338
		SP:Iteration 1F (901.580000 sec): 3 clusters
  Score: Raw -182137.906601 + Penalty 3530.536037 = -178607.370563
  nChanged 94
		SP:Iteration 2F (901.590000 sec): 3 clusters
  Score: Raw -182286.327721 + Penalty 3530.536037 = -178755.791683
  nChanged 67
		SP:Iteration 3F (901.590000 sec): 3 clusters
  Score: Raw -182359.912015 + Penalty 3530.536037 = -178829.375978
  nChanged 30
		SP:Iteration 4Q (901.600000 sec): 3 clusters
  Score: Raw -182398.244317 + Penalty 3530.536037 = -178867.708280
  nChanged 22
		SP:Iteration 5Q (901.600000 sec): 3 clusters
  Score: Raw -182420.859356 + Penalty 3530.536037 = -178890.323318
  nChanged 13
		SP:Iteration 6Q (901.610000 sec): 3 clusters
  Score: Raw -182436.319545 + Penalty 3530.536037 = -178905.783508
  nChanged 12
		SP:Iteration 7Q (901.610000 sec): 3 clusters
  Score: Raw -182443.885440 + Penalty 3530.536037 = -178913.349402
  nChanged 6
		SP:Iteration 8Q (901.620000 sec): 3 clusters
  Score: Raw -182448.785276 + Penalty 3530.536037 = -178918.249239
  nChanged 5
		SP:Iteration 9Q (901.620000 sec): 3 clusters
  Score: Raw -182456.832323 + Penalty 3530.536037 = -178926.296285
  nChanged 6
		SP:Iteration 10Q (901.630000 sec): 3 clusters
  Score: Raw -182463.285120 + Penalty 3530.536037 = -178932.749083
  nChanged 6
		SP:Iteration 11Q (901.630000 sec): 3 clusters
  Score: Raw -182467.565959 + Penalty 3530.536037 = -178937.029921
  nChanged 2
		SP:Iteration 12Q (901.640000 sec): 3 clusters
  Score: Raw -182469.188512 + Penalty 3530.536037 = -178938.652475
  nChanged 1
		SP:Iteration 13Q (901.640000 sec): 3 clusters
  Score: Raw -182470.944469 + Penalty 3530.536037 = -178940.408432
  nChanged 1
		SP:Iteration 14Q (901.650000 sec): 3 clusters
  Score: Raw -182472.856376 + Penalty 3530.536037 = -178942.320339
  nChanged 1
		SP:Iteration 15Q (901.650000 sec): 3 clusters
  Score: Raw -182473.011040 + Penalty 3530.536037 = -178942.475003
  nChanged 0
		SP:Iteration 16F (901.660000 sec): 3 clusters
  Score: Raw -182473.011040 + Penalty 3530.536037 = -178942.475003
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.660000 sec): 2 clusters
  Score: Raw -57770.450672 + Penalty 1522.156309 = -56248.294363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.660000 sec): 3 clusters
  Score: Raw -58098.531365 + Penalty 3044.312619 = -55054.218746
  nChanged 118
		SP:Iteration 1F (901.660000 sec): 3 clusters
  Score: Raw -58636.489317 + Penalty 3044.312619 = -55592.176698
  nChanged 77
		SP:Iteration 2F (901.670000 sec): 3 clusters
  Score: Raw -59035.564592 + Penalty 3044.312619 = -55991.251974
  nChanged 18
		SP:Iteration 3Q (901.670000 sec): 3 clusters
  Score: Raw -59285.398585 + Penalty 3044.312619 = -56241.085966
  nChanged 12
		SP:Iteration 4Q (901.670000 sec): 3 clusters
  Score: Raw -59389.825130 + Penalty 3044.312619 = -56345.512511
  nChanged 7
		SP:Iteration 5Q (901.670000 sec): 3 clusters
  Score: Raw -59602.271846 + Penalty 3044.312619 = -56557.959227
  nChanged 5
		SP:Iteration 6Q (901.670000 sec): 3 clusters
  Score: Raw -59863.463716 + Penalty 3044.312619 = -56819.151097
  nChanged 5
		SP:Iteration 7Q (901.670000 sec): 3 clusters
  Score: Raw -59930.342886 + Penalty 3044.312619 = -56886.030267
  nChanged 4
		SP:Iteration 8Q (901.680000 sec): 3 clusters
  Score: Raw -59951.841181 + Penalty 3044.312619 = -56907.528562
  nChanged 5
		SP:Iteration 9Q (901.680000 sec): 3 clusters
  Score: Raw -59975.036365 + Penalty 3044.312619 = -56930.723747
  nChanged 1
		SP:Iteration 10Q (901.680000 sec): 3 clusters
  Score: Raw -59977.888359 + Penalty 3044.312619 = -56933.575740
  nChanged 0
		SP:Iteration 11F (901.680000 sec): 3 clusters
  Score: Raw -59982.080228 + Penalty 3044.312619 = -56937.767609
  nChanged 1
		SP:Iteration 12Q (901.680000 sec): 3 clusters
  Score: Raw -59988.372581 + Penalty 3044.312619 = -56944.059963
  nChanged 0
		SP:Iteration 13F (901.680000 sec): 3 clusters
  Score: Raw -59988.372581 + Penalty 3044.312619 = -56944.059963
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 22.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (1654 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.700000 sec): 2 clusters
  Score: Raw -242793.460689 + Penalty 1837.916065 = -240955.544624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.700000 sec): 3 clusters
  Score: Raw -242231.930939 + Penalty 3675.832130 = -238556.098808
  nChanged 486
		SP:Iteration 1F (901.710000 sec): 3 clusters
  Score: Raw -242604.968069 + Penalty 3675.832130 = -238929.135939
  nChanged 112
		SP:Iteration 2F (901.720000 sec): 3 clusters
  Score: Raw -242705.290817 + Penalty 3675.832130 = -239029.458687
  nChanged 67
		SP:Iteration 3Q (901.720000 sec): 3 clusters
  Score: Raw -242754.178928 + Penalty 3675.832130 = -239078.346798
  nChanged 44
		SP:Iteration 4Q (901.730000 sec): 3 clusters
  Score: Raw -242793.461312 + Penalty 3675.832130 = -239117.629182
  nChanged 22
		SP:Iteration 5Q (901.740000 sec): 3 clusters
  Score: Raw -242818.608862 + Penalty 3675.832130 = -239142.776731
  nChanged 23
		SP:Iteration 6Q (901.740000 sec): 3 clusters
  Score: Raw -242845.723048 + Penalty 3675.832130 = -239169.890917
  nChanged 22
		SP:Iteration 7Q (901.750000 sec): 3 clusters
  Score: Raw -242860.306583 + Penalty 3675.832130 = -239184.474453
  nChanged 15
		SP:Iteration 8Q (901.750000 sec): 3 clusters
  Score: Raw -242873.602448 + Penalty 3675.832130 = -239197.770318
  nChanged 9
		SP:Iteration 9Q (901.760000 sec): 3 clusters
  Score: Raw -242880.637985 + Penalty 3675.832130 = -239204.805855
  nChanged 4
		SP:Iteration 10Q (901.770000 sec): 3 clusters
  Score: Raw -242883.827565 + Penalty 3675.832130 = -239207.995435
  nChanged 7
		SP:Iteration 11Q (901.770000 sec): 3 clusters
  Score: Raw -242889.071841 + Penalty 3675.832130 = -239213.239711
  nChanged 3
		SP:Iteration 12Q (901.780000 sec): 3 clusters
  Score: Raw -242891.434703 + Penalty 3675.832130 = -239215.602572
  nChanged 4
		SP:Iteration 13Q (901.780000 sec): 3 clusters
  Score: Raw -242893.591913 + Penalty 3675.832130 = -239217.759782
  nChanged 0
		SP:Iteration 14F (901.790000 sec): 3 clusters
  Score: Raw -242893.591913 + Penalty 3675.832130 = -239217.759782
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (1057 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.800000 sec): 2 clusters
  Score: Raw -137554.486300 + Penalty 1726.871116 = -135827.615183
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.800000 sec): 3 clusters
  Score: Raw -137410.721518 + Penalty 3453.742233 = -133956.979285
  nChanged 326
		SP:Iteration 1F (901.810000 sec): 3 clusters
  Score: Raw -138363.509565 + Penalty 3453.742233 = -134909.767332
  nChanged 143
		SP:Iteration 2F (901.810000 sec): 3 clusters
  Score: Raw -138901.306244 + Penalty 3453.742233 = -135447.564011
  nChanged 62
		SP:Iteration 3F (901.820000 sec): 3 clusters
  Score: Raw -139100.256417 + Penalty 3453.742233 = -135646.514184
  nChanged 36
		SP:Iteration 4Q (901.820000 sec): 3 clusters
  Score: Raw -139190.712807 + Penalty 3453.742233 = -135736.970574
  nChanged 19
		SP:Iteration 5Q (901.820000 sec): 3 clusters
  Score: Raw -139225.419042 + Penalty 3453.742233 = -135771.676809
  nChanged 9
		SP:Iteration 6Q (901.830000 sec): 3 clusters
  Score: Raw -139245.108695 + Penalty 3453.742233 = -135791.366462
  nChanged 8
		SP:Iteration 7Q (901.830000 sec): 3 clusters
  Score: Raw -139278.934716 + Penalty 3453.742233 = -135825.192483
  nChanged 11
		SP:Iteration 8Q (901.830000 sec): 3 clusters
  Score: Raw -139324.994936 + Penalty 3453.742233 = -135871.252703
  nChanged 11
		SP:Iteration 9Q (901.840000 sec): 3 clusters
  Score: Raw -139350.977884 + Penalty 3453.742233 = -135897.235651
  nChanged 13
		SP:Iteration 10Q (901.840000 sec): 3 clusters
  Score: Raw -139393.491184 + Penalty 3453.742233 = -135939.748951
  nChanged 21
		SP:Iteration 11Q (901.840000 sec): 3 clusters
  Score: Raw -139453.475007 + Penalty 3453.742233 = -135999.732774
  nChanged 16
		SP:Iteration 12Q (901.850000 sec): 3 clusters
  Score: Raw -139512.606870 + Penalty 3453.742233 = -136058.864637
  nChanged 22
		SP:Iteration 13Q (901.850000 sec): 3 clusters
  Score: Raw -139592.878732 + Penalty 3453.742233 = -136139.136499
  nChanged 29
		SP:Iteration 14Q (901.850000 sec): 3 clusters
  Score: Raw -139740.368543 + Penalty 3453.742233 = -136286.626310
  nChanged 35
		SP:Iteration 15Q (901.860000 sec): 3 clusters
  Score: Raw -139943.017416 + Penalty 3453.742233 = -136489.275183
  nChanged 28
		SP:Iteration 16Q (901.860000 sec): 3 clusters
  Score: Raw -140116.859103 + Penalty 3453.742233 = -136663.116870
  nChanged 19
		SP:Iteration 17Q (901.860000 sec): 3 clusters
  Score: Raw -140249.355443 + Penalty 3453.742233 = -136795.613210
  nChanged 18
		SP:Iteration 18Q (901.870000 sec): 3 clusters
  Score: Raw -140325.863472 + Penalty 3453.742233 = -136872.121239
  nChanged 9
		SP:Iteration 19Q (901.870000 sec): 3 clusters
  Score: Raw -140348.401601 + Penalty 3453.742233 = -136894.659368
  nChanged 1
		SP:Iteration 20F (901.870000 sec): 3 clusters
  Score: Raw -140354.270873 + Penalty 3453.742233 = -136900.528640
  nChanged 1
		SP:Iteration 21Q (901.880000 sec): 3 clusters
  Score: Raw -140357.736782 + Penalty 3453.742233 = -136903.994549
  nChanged 0
		SP:Iteration 22F (901.880000 sec): 3 clusters
  Score: Raw -140357.736782 + Penalty 3453.742233 = -136903.994549
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 23.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (19609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.960000 sec): 2 clusters
  Score: Raw -2715613.375330 + Penalty 2451.168493 = -2713162.206837
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (902.040000 sec): 3 clusters
  Score: Raw -2704199.277454 + Penalty 4902.336986 = -2699296.940468
  nChanged 8641
		SP:Iteration 1F (902.120000 sec): 3 clusters
  Score: Raw -2708786.040295 + Penalty 4902.336986 = -2703883.703309
  nChanged 1123
		SP:Iteration 2F (902.200000 sec): 3 clusters
  Score: Raw -2709273.003791 + Penalty 4902.336986 = -2704370.666805
  nChanged 1016
		SP:Iteration 3F (902.280000 sec): 3 clusters
  Score: Raw -2709711.972191 + Penalty 4902.336986 = -2704809.635205
  nChanged 948
		SP:Iteration 4Q (902.360000 sec): 3 clusters
  Score: Raw -2710148.334168 + Penalty 4902.336986 = -2705245.997182
  nChanged 883
		SP:Iteration 5Q (902.430000 sec): 3 clusters
  Score: Raw -2710555.944109 + Penalty 4902.336986 = -2705653.607123
  nChanged 867
		SP:Iteration 6Q (902.510000 sec): 3 clusters
  Score: Raw -2710971.298827 + Penalty 4902.336986 = -2706068.961841
  nChanged 856
		SP:Iteration 7Q (902.590000 sec): 3 clusters
  Score: Raw -2711392.741956 + Penalty 4902.336986 = -2706490.404970
  nChanged 805
		SP:Iteration 8Q (902.670000 sec): 3 clusters
  Score: Raw -2711814.362694 + Penalty 4902.336986 = -2706912.025708
  nChanged 800
		SP:Iteration 9Q (902.750000 sec): 3 clusters
  Score: Raw -2712232.303380 + Penalty 4902.336986 = -2707329.966394
  nChanged 773
		SP:Iteration 10Q (902.830000 sec): 3 clusters
  Score: Raw -2712601.498453 + Penalty 4902.336986 = -2707699.161467
  nChanged 651
		SP:Iteration 11Q (902.910000 sec): 3 clusters
  Score: Raw -2712899.102041 + Penalty 4902.336986 = -2707996.765055
  nChanged 619
		SP:Iteration 12Q (902.990000 sec): 3 clusters
  Score: Raw -2713150.949152 + Penalty 4902.336986 = -2708248.612166
  nChanged 499
		SP:Iteration 13Q (903.070000 sec): 3 clusters
  Score: Raw -2713335.084441 + Penalty 4902.336986 = -2708432.747455
  nChanged 403
		SP:Iteration 14Q (903.140000 sec): 3 clusters
  Score: Raw -2713473.516066 + Penalty 4902.336986 = -2708571.179080
  nChanged 335
		SP:Iteration 15Q (903.220000 sec): 3 clusters
  Score: Raw -2713566.243818 + Penalty 4902.336986 = -2708663.906832
  nChanged 275
		SP:Iteration 16Q (903.300000 sec): 3 clusters
  Score: Raw -2713646.145158 + Penalty 4902.336986 = -2708743.808172
  nChanged 248
		SP:Iteration 17Q (903.380000 sec): 3 clusters
  Score: Raw -2713718.443902 + Penalty 4902.336986 = -2708816.106916
  nChanged 231
		SP:Iteration 18Q (903.450000 sec): 3 clusters
  Score: Raw -2713780.007044 + Penalty 4902.336986 = -2708877.670058
  nChanged 220
		SP:Iteration 19Q (903.530000 sec): 3 clusters
  Score: Raw -2713845.837339 + Penalty 4902.336986 = -2708943.500353
  nChanged 231
		SP:Iteration 20F (903.600000 sec): 3 clusters
  Score: Raw -2713928.680976 + Penalty 4902.336986 = -2709026.343990
  nChanged 256
		SP:Iteration 21Q (903.680000 sec): 3 clusters
  Score: Raw -2714013.937100 + Penalty 4902.336986 = -2709111.600114
  nChanged 235
		SP:Iteration 22Q (903.750000 sec): 3 clusters
  Score: Raw -2714081.992791 + Penalty 4902.336986 = -2709179.655805
  nChanged 211
		SP:Iteration 23Q (903.830000 sec): 3 clusters
  Score: Raw -2714148.726577 + Penalty 4902.336986 = -2709246.389590
  nChanged 203
		SP:Iteration 24Q (903.900000 sec): 3 clusters
  Score: Raw -2714210.350450 + Penalty 4902.336986 = -2709308.013464
  nChanged 208
		SP:Iteration 25Q (903.980000 sec): 3 clusters
  Score: Raw -2714273.284171 + Penalty 4902.336986 = -2709370.947185
  nChanged 218
		SP:Iteration 26Q (904.050000 sec): 3 clusters
  Score: Raw -2714335.809337 + Penalty 4902.336986 = -2709433.472351
  nChanged 197
		SP:Iteration 27Q (904.130000 sec): 3 clusters
  Score: Raw -2714385.804597 + Penalty 4902.336986 = -2709483.467611
  nChanged 175
		SP:Iteration 28Q (904.200000 sec): 3 clusters
  Score: Raw -2714436.693163 + Penalty 4902.336986 = -2709534.356177
  nChanged 181
		SP:Iteration 29Q (904.280000 sec): 3 clusters
  Score: Raw -2714489.140869 + Penalty 4902.336986 = -2709586.803883
  nChanged 165
		SP:Iteration 30Q (904.350000 sec): 3 clusters
  Score: Raw -2714534.635920 + Penalty 4902.336986 = -2709632.298934
  nChanged 146
		SP:Iteration 31Q (904.420000 sec): 3 clusters
  Score: Raw -2714577.298208 + Penalty 4902.336986 = -2709674.961222
  nChanged 174
		SP:Iteration 32Q (904.500000 sec): 3 clusters
  Score: Raw -2714633.669376 + Penalty 4902.336986 = -2709731.332390
  nChanged 201
		SP:Iteration 33Q (904.570000 sec): 3 clusters
  Score: Raw -2714711.113579 + Penalty 4902.336986 = -2709808.776593
  nChanged 226
		SP:Iteration 34Q (904.640000 sec): 3 clusters
  Score: Raw -2714798.164633 + Penalty 4902.336986 = -2709895.827647
  nChanged 215
		SP:Iteration 35Q (904.710000 sec): 3 clusters
  Score: Raw -2714879.513736 + Penalty 4902.336986 = -2709977.176750
  nChanged 240
		SP:Iteration 36Q (904.780000 sec): 3 clusters
  Score: Raw -2714979.583488 + Penalty 4902.336986 = -2710077.246502
  nChanged 253
		SP:Iteration 37Q (904.860000 sec): 3 clusters
  Score: Raw -2715090.132148 + Penalty 4902.336986 = -2710187.795162
  nChanged 242
		SP:Iteration 38Q (904.930000 sec): 3 clusters
  Score: Raw -2715205.453597 + Penalty 4902.336986 = -2710303.116611
  nChanged 235
		SP:Iteration 39Q (905.000000 sec): 3 clusters
  Score: Raw -2715314.999941 + Penalty 4902.336986 = -2710412.662955
  nChanged 240
		SP:Iteration 40F (905.080000 sec): 3 clusters
  Score: Raw -2715429.470456 + Penalty 4902.336986 = -2710527.133469
  nChanged 239
		SP:Iteration 41Q (905.150000 sec): 3 clusters
  Score: Raw -2715552.683093 + Penalty 4902.336986 = -2710650.346107
  nChanged 219
		SP:Iteration 42Q (905.220000 sec): 3 clusters
  Score: Raw -2715675.381152 + Penalty 4902.336986 = -2710773.044166
  nChanged 235
		SP:Iteration 43Q (905.290000 sec): 3 clusters
  Score: Raw -2715790.090491 + Penalty 4902.336986 = -2710887.753505
  nChanged 209
		SP:Iteration 44Q (905.360000 sec): 3 clusters
  Score: Raw -2715875.003044 + Penalty 4902.336986 = -2710972.666058
  nChanged 172
		SP:Iteration 45Q (905.420000 sec): 3 clusters
  Score: Raw -2715936.822617 + Penalty 4902.336986 = -2711034.485631
  nChanged 156
		SP:Iteration 46Q (905.490000 sec): 3 clusters
  Score: Raw -2715993.964713 + Penalty 4902.336986 = -2711091.627727
  nChanged 134
		SP:Iteration 47Q (905.560000 sec): 3 clusters
  Score: Raw -2716036.811916 + Penalty 4902.336986 = -2711134.474930
  nChanged 115
		SP:Iteration 48Q (905.630000 sec): 3 clusters
  Score: Raw -2716067.498268 + Penalty 4902.336986 = -2711165.161282
  nChanged 98
		SP:Iteration 49Q (905.700000 sec): 3 clusters
  Score: Raw -2716095.764668 + Penalty 4902.336986 = -2711193.427682
  nChanged 84
		SP:Iteration 50Q (905.760000 sec): 3 clusters
  Score: Raw -2716121.608979 + Penalty 4902.336986 = -2711219.271993
  nChanged 80
		SP:Iteration 51Q (905.830000 sec): 3 clusters
  Score: Raw -2716139.878594 + Penalty 4902.336986 = -2711237.541608
  nChanged 65
		SP:Iteration 52Q (905.890000 sec): 3 clusters
  Score: Raw -2716155.772776 + Penalty 4902.336986 = -2711253.435790
  nChanged 57
		SP:Iteration 53Q (905.960000 sec): 3 clusters
  Score: Raw -2716171.075928 + Penalty 4902.336986 = -2711268.738941
  nChanged 63
		SP:Iteration 54Q (906.020000 sec): 3 clusters
  Score: Raw -2716185.421103 + Penalty 4902.336986 = -2711283.084117
  nChanged 54
		SP:Iteration 55Q (906.090000 sec): 3 clusters
  Score: Raw -2716198.337677 + Penalty 4902.336986 = -2711296.000691
  nChanged 66
		SP:Iteration 56Q (906.160000 sec): 3 clusters
  Score: Raw -2716214.372901 + Penalty 4902.336986 = -2711312.035915
  nChanged 58
		SP:Iteration 57Q (906.220000 sec): 3 clusters
  Score: Raw -2716228.745931 + Penalty 4902.336986 = -2711326.408945
  nChanged 65
		SP:Iteration 58Q (906.280000 sec): 3 clusters
  Score: Raw -2716244.861675 + Penalty 4902.336986 = -2711342.524689
  nChanged 67
		SP:Iteration 59Q (906.350000 sec): 3 clusters
  Score: Raw -2716262.452658 + Penalty 4902.336986 = -2711360.115672
  nChanged 70
		SP:Iteration 60F (906.430000 sec): 3 clusters
  Score: Raw -2716282.561292 + Penalty 4902.336986 = -2711380.224306
  nChanged 80
		SP:Iteration 61Q (906.490000 sec): 3 clusters
  Score: Raw -2716303.857776 + Penalty 4902.336986 = -2711401.520790
  nChanged 70
		SP:Iteration 62Q (906.560000 sec): 3 clusters
  Score: Raw -2716325.305190 + Penalty 4902.336986 = -2711422.968204
  nChanged 73
		SP:Iteration 63Q (906.620000 sec): 3 clusters
  Score: Raw -2716343.366402 + Penalty 4902.336986 = -2711441.029416
  nChanged 55
		SP:Iteration 64Q (906.690000 sec): 3 clusters
  Score: Raw -2716355.385057 + Penalty 4902.336986 = -2711453.048071
  nChanged 40
		SP:Iteration 65Q (906.750000 sec): 3 clusters
  Score: Raw -2716364.599131 + Penalty 4902.336986 = -2711462.262145
  nChanged 36
		SP:Iteration 66Q (906.820000 sec): 3 clusters
  Score: Raw -2716372.708041 + Penalty 4902.336986 = -2711470.371055
  nChanged 27
		SP:Iteration 67Q (906.880000 sec): 3 clusters
  Score: Raw -2716378.331907 + Penalty 4902.336986 = -2711475.994921
  nChanged 26
		SP:Iteration 68Q (906.950000 sec): 3 clusters
  Score: Raw -2716384.679741 + Penalty 4902.336986 = -2711482.342755
  nChanged 21
		SP:Iteration 69Q (907.010000 sec): 3 clusters
  Score: Raw -2716388.003910 + Penalty 4902.336986 = -2711485.666924
  nChanged 15
		SP:Iteration 70Q (907.080000 sec): 3 clusters
  Score: Raw -2716390.634066 + Penalty 4902.336986 = -2711488.297080
  nChanged 14
		SP:Iteration 71Q (907.140000 sec): 3 clusters
  Score: Raw -2716392.690316 + Penalty 4902.336986 = -2711490.353330
  nChanged 17
		SP:Iteration 72Q (907.200000 sec): 3 clusters
  Score: Raw -2716395.107739 + Penalty 4902.336986 = -2711492.770753
  nChanged 18
		SP:Iteration 73Q (907.270000 sec): 3 clusters
  Score: Raw -2716397.939264 + Penalty 4902.336986 = -2711495.602278
  nChanged 14
		SP:Iteration 74Q (907.330000 sec): 3 clusters
  Score: Raw -2716399.987031 + Penalty 4902.336986 = -2711497.650045
  nChanged 10
		SP:Iteration 75Q (907.400000 sec): 3 clusters
  Score: Raw -2716401.437957 + Penalty 4902.336986 = -2711499.100971
  nChanged 12
		SP:Iteration 76Q (907.460000 sec): 3 clusters
  Score: Raw -2716403.674105 + Penalty 4902.336986 = -2711501.337119
  nChanged 12
		SP:Iteration 77Q (907.520000 sec): 3 clusters
  Score: Raw -2716406.021879 + Penalty 4902.336986 = -2711503.684892
  nChanged 16
		SP:Iteration 78Q (907.590000 sec): 3 clusters
  Score: Raw -2716409.232094 + Penalty 4902.336986 = -2711506.895108
  nChanged 15
		SP:Iteration 79Q (907.650000 sec): 3 clusters
  Score: Raw -2716411.614500 + Penalty 4902.336986 = -2711509.277514
  nChanged 11
		SP:Iteration 80F (907.730000 sec): 3 clusters
  Score: Raw -2716413.322199 + Penalty 4902.336986 = -2711510.985213
  nChanged 9
		SP:Iteration 81Q (907.790000 sec): 3 clusters
  Score: Raw -2716415.089172 + Penalty 4902.336986 = -2711512.752186
  nChanged 12
		SP:Iteration 82Q (907.860000 sec): 3 clusters
  Score: Raw -2716417.196301 + Penalty 4902.336986 = -2711514.859315
  nChanged 8
		SP:Iteration 83Q (907.920000 sec): 3 clusters
  Score: Raw -2716418.427475 + Penalty 4902.336986 = -2711516.090489
  nChanged 6
		SP:Iteration 84Q (907.980000 sec): 3 clusters
  Score: Raw -2716419.255269 + Penalty 4902.336986 = -2711516.918283
  nChanged 10
		SP:Iteration 85Q (908.050000 sec): 3 clusters
  Score: Raw -2716420.553038 + Penalty 4902.336986 = -2711518.216052
  nChanged 11
		SP:Iteration 86Q (908.110000 sec): 3 clusters
  Score: Raw -2716422.602254 + Penalty 4902.336986 = -2711520.265268
  nChanged 14
		SP:Iteration 87Q (908.170000 sec): 3 clusters
  Score: Raw -2716425.307239 + Penalty 4902.336986 = -2711522.970253
  nChanged 17
		SP:Iteration 88Q (908.230000 sec): 3 clusters
  Score: Raw -2716428.800278 + Penalty 4902.336986 = -2711526.463292
  nChanged 15
		SP:Iteration 89Q (908.290000 sec): 3 clusters
  Score: Raw -2716432.407934 + Penalty 4902.336986 = -2711530.070948
  nChanged 11
		SP:Iteration 90Q (908.350000 sec): 3 clusters
  Score: Raw -2716434.604119 + Penalty 4902.336986 = -2711532.267133
  nChanged 12
		SP:Iteration 91Q (908.400000 sec): 3 clusters
  Score: Raw -2716437.042684 + Penalty 4902.336986 = -2711534.705698
  nChanged 11
		SP:Iteration 92Q (908.460000 sec): 3 clusters
  Score: Raw -2716439.116177 + Penalty 4902.336986 = -2711536.779191
  nChanged 11
		SP:Iteration 93Q (908.520000 sec): 3 clusters
  Score: Raw -2716440.789247 + Penalty 4902.336986 = -2711538.452261
  nChanged 9
		SP:Iteration 94Q (908.580000 sec): 3 clusters
  Score: Raw -2716442.159326 + Penalty 4902.336986 = -2711539.822340
  nChanged 4
		SP:Iteration 95Q (908.640000 sec): 3 clusters
  Score: Raw -2716442.525351 + Penalty 4902.336986 = -2711540.188365
  nChanged 1
		SP:Iteration 96Q (908.690000 sec): 3 clusters
  Score: Raw -2716442.615826 + Penalty 4902.336986 = -2711540.278840
  nChanged 1
		SP:Iteration 97Q (908.750000 sec): 3 clusters
  Score: Raw -2716442.774762 + Penalty 4902.336986 = -2711540.437776
  nChanged 3
		SP:Iteration 98Q (908.810000 sec): 3 clusters
  Score: Raw -2716443.196502 + Penalty 4902.336986 = -2711540.859516
  nChanged 6
		SP:Iteration 99Q (908.860000 sec): 3 clusters
  Score: Raw -2716444.258735 + Penalty 4902.336986 = -2711541.921749
  nChanged 9
		SP:Iteration 100F (908.940000 sec): 3 clusters
  Score: Raw -2716446.092275 + Penalty 4902.336986 = -2711543.755289
  nChanged 8
		SP:Iteration 101Q (909.000000 sec): 3 clusters
  Score: Raw -2716448.127981 + Penalty 4902.336986 = -2711545.790995
  nChanged 8
		SP:Iteration 102Q (909.060000 sec): 3 clusters
  Score: Raw -2716449.459466 + Penalty 4902.336986 = -2711547.122480
  nChanged 8
		SP:Iteration 103Q (909.110000 sec): 3 clusters
  Score: Raw -2716450.566159 + Penalty 4902.336986 = -2711548.229173
  nChanged 3
		SP:Iteration 104Q (909.170000 sec): 3 clusters
  Score: Raw -2716451.106589 + Penalty 4902.336986 = -2711548.769603
  nChanged 2
		SP:Iteration 105Q (909.230000 sec): 3 clusters
  Score: Raw -2716451.579124 + Penalty 4902.336986 = -2711549.242138
  nChanged 5
		SP:Iteration 106Q (909.290000 sec): 3 clusters
  Score: Raw -2716453.035744 + Penalty 4902.336986 = -2711550.698758
  nChanged 4
		SP:Iteration 107Q (909.340000 sec): 3 clusters
  Score: Raw -2716453.856711 + Penalty 4902.336986 = -2711551.519725
  nChanged 2
		SP:Iteration 108Q (909.400000 sec): 3 clusters
  Score: Raw -2716454.043597 + Penalty 4902.336986 = -2711551.706611
  nChanged 2
		SP:Iteration 109Q (909.460000 sec): 3 clusters
  Score: Raw -2716454.296510 + Penalty 4902.336986 = -2711551.959524
  nChanged 2
		SP:Iteration 110Q (909.520000 sec): 3 clusters
  Score: Raw -2716454.716352 + Penalty 4902.336986 = -2711552.379366
  nChanged 4
		SP:Iteration 111Q (909.580000 sec): 3 clusters
  Score: Raw -2716455.583963 + Penalty 4902.336986 = -2711553.246977
  nChanged 6
		SP:Iteration 112Q (909.630000 sec): 3 clusters
  Score: Raw -2716457.529129 + Penalty 4902.336986 = -2711555.192143
  nChanged 7
		SP:Iteration 113Q (909.690000 sec): 3 clusters
  Score: Raw -2716458.916862 + Penalty 4902.336986 = -2711556.579876
  nChanged 3
		SP:Iteration 114Q (909.740000 sec): 3 clusters
  Score: Raw -2716459.225603 + Penalty 4902.336986 = -2711556.888617
  nChanged 2
		SP:Iteration 115Q (909.800000 sec): 3 clusters
  Score: Raw -2716459.442264 + Penalty 4902.336986 = -2711557.105278
  nChanged 5
		SP:Iteration 116Q (909.860000 sec): 3 clusters
  Score: Raw -2716460.149599 + Penalty 4902.336986 = -2711557.812613
  nChanged 3
		SP:Iteration 117Q (909.920000 sec): 3 clusters
  Score: Raw -2716461.087355 + Penalty 4902.336986 = -2711558.750369
  nChanged 3
		SP:Iteration 118Q (909.970000 sec): 3 clusters
  Score: Raw -2716461.887006 + Penalty 4902.336986 = -2711559.550020
  nChanged 3
		SP:Iteration 119Q (910.030000 sec): 3 clusters
  Score: Raw -2716462.564796 + Penalty 4902.336986 = -2711560.227810
  nChanged 5
		SP:Iteration 120F (910.100000 sec): 3 clusters
  Score: Raw -2716463.455966 + Penalty 4902.336986 = -2711561.118980
  nChanged 1
		SP:Iteration 121Q (910.160000 sec): 3 clusters
  Score: Raw -2716463.628339 + Penalty 4902.336986 = -2711561.291353
  nChanged 0
		SP:Iteration 122F (910.230000 sec): 3 clusters
  Score: Raw -2716463.628339 + Penalty 4902.336986 = -2711561.291353
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (9331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (910.260000 sec): 2 clusters
  Score: Raw -1355092.243905 + Penalty 2266.992172 = -1352825.251732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (910.300000 sec): 3 clusters
  Score: Raw -1350159.442178 + Penalty 4533.984345 = -1345625.457833
  nChanged 3832
		SP:Iteration 1F (910.330000 sec): 3 clusters
  Score: Raw -1352777.664612 + Penalty 4533.984345 = -1348243.680267
  nChanged 1001
		SP:Iteration 2F (910.370000 sec): 3 clusters
  Score: Raw -1354248.311300 + Penalty 4533.984345 = -1349714.326955
  nChanged 1154
		SP:Iteration 3F (910.400000 sec): 3 clusters
  Score: Raw -1355858.844229 + Penalty 4533.984345 = -1351324.859884
  nChanged 951
		SP:Iteration 4F (910.440000 sec): 3 clusters
  Score: Raw -1356886.547506 + Penalty 4533.984345 = -1352352.563162
  nChanged 632
		SP:Iteration 5F (910.470000 sec): 3 clusters
  Score: Raw -1357481.816451 + Penalty 4533.984345 = -1352947.832106
  nChanged 353
		SP:Iteration 6Q (910.500000 sec): 3 clusters
  Score: Raw -1357786.003282 + Penalty 4533.984345 = -1353252.018937
  nChanged 217
		SP:Iteration 7Q (910.530000 sec): 3 clusters
  Score: Raw -1357948.087962 + Penalty 4533.984345 = -1353414.103617
  nChanged 137
		SP:Iteration 8Q (910.570000 sec): 3 clusters
  Score: Raw -1358045.438653 + Penalty 4533.984345 = -1353511.454309
  nChanged 93
		SP:Iteration 9Q (910.600000 sec): 3 clusters
  Score: Raw -1358097.350194 + Penalty 4533.984345 = -1353563.365849
  nChanged 61
		SP:Iteration 10Q (910.630000 sec): 3 clusters
  Score: Raw -1358131.459053 + Penalty 4533.984345 = -1353597.474709
  nChanged 55
		SP:Iteration 11Q (910.660000 sec): 3 clusters
  Score: Raw -1358169.849478 + Penalty 4533.984345 = -1353635.865134
  nChanged 51
		SP:Iteration 12Q (910.690000 sec): 3 clusters
  Score: Raw -1358197.003249 + Penalty 4533.984345 = -1353663.018905
  nChanged 38
		SP:Iteration 13Q (910.720000 sec): 3 clusters
  Score: Raw -1358212.619334 + Penalty 4533.984345 = -1353678.634990
  nChanged 30
		SP:Iteration 14Q (910.750000 sec): 3 clusters
  Score: Raw -1358223.083624 + Penalty 4533.984345 = -1353689.099279
  nChanged 18
		SP:Iteration 15Q (910.780000 sec): 3 clusters
  Score: Raw -1358231.113677 + Penalty 4533.984345 = -1353697.129332
  nChanged 24
		SP:Iteration 16Q (910.810000 sec): 3 clusters
  Score: Raw -1358240.299089 + Penalty 4533.984345 = -1353706.314745
  nChanged 22
		SP:Iteration 17Q (910.840000 sec): 3 clusters
  Score: Raw -1358248.443878 + Penalty 4533.984345 = -1353714.459533
  nChanged 19
		SP:Iteration 18Q (910.870000 sec): 3 clusters
  Score: Raw -1358255.105395 + Penalty 4533.984345 = -1353721.121050
  nChanged 13
		SP:Iteration 19Q (910.900000 sec): 3 clusters
  Score: Raw -1358259.047009 + Penalty 4533.984345 = -1353725.062664
  nChanged 14
		SP:Iteration 20F (910.930000 sec): 3 clusters
  Score: Raw -1358262.990222 + Penalty 4533.984345 = -1353729.005877
  nChanged 3
		SP:Iteration 21Q (910.960000 sec): 3 clusters
  Score: Raw -1358264.074870 + Penalty 4533.984345 = -1353730.090525
  nChanged 2
		SP:Iteration 22Q (910.990000 sec): 3 clusters
  Score: Raw -1358264.395768 + Penalty 4533.984345 = -1353730.411423
  nChanged 1
		SP:Iteration 23Q (911.020000 sec): 3 clusters
  Score: Raw -1358264.466657 + Penalty 4533.984345 = -1353730.482312
  nChanged 0
		SP:Iteration 24F (911.050000 sec): 3 clusters
  Score: Raw -1358264.466657 + Penalty 4533.984345 = -1353730.482312
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 24.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (104488 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (911.430000 sec): 2 clusters
  Score: Raw -15631602.948520 + Penalty 2866.093223 = -15628736.855297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (911.830000 sec): 3 clusters
  Score: Raw -15564538.428353 + Penalty 5732.186446 = -15558806.241907
  nChanged 49567
		SP:Iteration 1F (912.220000 sec): 3 clusters
  Score: Raw -15594086.487916 + Penalty 5732.186446 = -15588354.301470
  nChanged 5533
		SP:Iteration 2F (912.620000 sec): 3 clusters
  Score: Raw -15597273.919552 + Penalty 5732.186446 = -15591541.733106
  nChanged 7271
		SP:Iteration 3F (913.030000 sec): 3 clusters
  Score: Raw -15602900.403479 + Penalty 5732.186446 = -15597168.217033
  nChanged 8585
		SP:Iteration 4F (913.430000 sec): 3 clusters
  Score: Raw -15610124.286115 + Penalty 5732.186446 = -15604392.099670
  nChanged 8252
		SP:Iteration 5F (913.820000 sec): 3 clusters
  Score: Raw -15616443.902828 + Penalty 5732.186446 = -15610711.716382
  nChanged 6387
		SP:Iteration 6F (914.220000 sec): 3 clusters
  Score: Raw -15620250.542723 + Penalty 5732.186446 = -15614518.356277
  nChanged 4470
		SP:Iteration 7Q (914.610000 sec): 3 clusters
  Score: Raw -15622307.934486 + Penalty 5732.186446 = -15616575.748041
  nChanged 3118
		SP:Iteration 8Q (915.010000 sec): 3 clusters
  Score: Raw -15623499.306136 + Penalty 5732.186446 = -15617767.119690
  nChanged 2309
		SP:Iteration 9Q (915.400000 sec): 3 clusters
  Score: Raw -15624335.659472 + Penalty 5732.186446 = -15618603.473027
  nChanged 1993
		SP:Iteration 10Q (915.790000 sec): 3 clusters
  Score: Raw -15625099.333163 + Penalty 5732.186446 = -15619367.146718
  nChanged 1968
		SP:Iteration 11Q (916.180000 sec): 3 clusters
  Score: Raw -15625897.308096 + Penalty 5732.186446 = -15620165.121650
  nChanged 1922
		SP:Iteration 12Q (916.560000 sec): 3 clusters
  Score: Raw -15626747.534050 + Penalty 5732.186446 = -15621015.347604
  nChanged 1855
		SP:Iteration 13Q (916.940000 sec): 3 clusters
  Score: Raw -15627637.598618 + Penalty 5732.186446 = -15621905.412172
  nChanged 1670
		SP:Iteration 14Q (917.310000 sec): 3 clusters
  Score: Raw -15628492.233083 + Penalty 5732.186446 = -15622760.046637
  nChanged 1479
		SP:Iteration 15Q (917.680000 sec): 3 clusters
  Score: Raw -15629276.062691 + Penalty 5732.186446 = -15623543.876245
  nChanged 1220
		SP:Iteration 16Q (918.040000 sec): 3 clusters
  Score: Raw -15629970.556937 + Penalty 5732.186446 = -15624238.370491
  nChanged 940
		SP:Iteration 17Q (918.380000 sec): 3 clusters
  Score: Raw -15630529.416518 + Penalty 5732.186446 = -15624797.230073
  nChanged 711
		SP:Iteration 18Q (918.720000 sec): 3 clusters
  Score: Raw -15630959.376454 + Penalty 5732.186446 = -15625227.190008
  nChanged 488
		SP:Iteration 19Q (919.040000 sec): 3 clusters
  Score: Raw -15631274.446396 + Penalty 5732.186446 = -15625542.259951
  nChanged 326
		SP:Iteration 20F (919.440000 sec): 3 clusters
  Score: Raw -15631483.249604 + Penalty 5732.186446 = -15625751.063159
  nChanged 236
		SP:Iteration 21Q (919.740000 sec): 3 clusters
  Score: Raw -15631646.209353 + Penalty 5732.186446 = -15625914.022908
  nChanged 175
		SP:Iteration 22Q (920.040000 sec): 3 clusters
  Score: Raw -15631759.699428 + Penalty 5732.186446 = -15626027.512982
  nChanged 116
		SP:Iteration 23Q (920.340000 sec): 3 clusters
  Score: Raw -15631835.441626 + Penalty 5732.186446 = -15626103.255180
  nChanged 84
		SP:Iteration 24Q (920.640000 sec): 3 clusters
  Score: Raw -15631893.653472 + Penalty 5732.186446 = -15626161.467026
  nChanged 55
		SP:Iteration 25Q (920.930000 sec): 3 clusters
  Score: Raw -15631931.435669 + Penalty 5732.186446 = -15626199.249223
  nChanged 44
		SP:Iteration 26Q (921.220000 sec): 3 clusters
  Score: Raw -15631962.576373 + Penalty 5732.186446 = -15626230.389928
  nChanged 33
		SP:Iteration 27Q (921.510000 sec): 3 clusters
  Score: Raw -15631983.334418 + Penalty 5732.186446 = -15626251.147972
  nChanged 26
		SP:Iteration 28Q (921.800000 sec): 3 clusters
  Score: Raw -15631999.515597 + Penalty 5732.186446 = -15626267.329151
  nChanged 22
		SP:Iteration 29Q (922.090000 sec): 3 clusters
  Score: Raw -15632012.616163 + Penalty 5732.186446 = -15626280.429718
  nChanged 16
		SP:Iteration 30Q (922.380000 sec): 3 clusters
  Score: Raw -15632022.947481 + Penalty 5732.186446 = -15626290.761035
  nChanged 17
		SP:Iteration 31Q (922.660000 sec): 3 clusters
  Score: Raw -15632033.189105 + Penalty 5732.186446 = -15626301.002659
  nChanged 13
		SP:Iteration 32Q (922.950000 sec): 3 clusters
  Score: Raw -15632041.337058 + Penalty 5732.186446 = -15626309.150613
  nChanged 15
		SP:Iteration 33Q (923.240000 sec): 3 clusters
  Score: Raw -15632050.314391 + Penalty 5732.186446 = -15626318.127946
  nChanged 13
		SP:Iteration 34Q (923.530000 sec): 3 clusters
  Score: Raw -15632057.234343 + Penalty 5732.186446 = -15626325.047898
  nChanged 10
		SP:Iteration 35Q (923.820000 sec): 3 clusters
  Score: Raw -15632063.547285 + Penalty 5732.186446 = -15626331.360839
  nChanged 12
		SP:Iteration 36Q (924.100000 sec): 3 clusters
  Score: Raw -15632068.771646 + Penalty 5732.186446 = -15626336.585200
  nChanged 6
		SP:Iteration 37Q (924.390000 sec): 3 clusters
  Score: Raw -15632073.206029 + Penalty 5732.186446 = -15626341.019584
  nChanged 9
		SP:Iteration 38Q (924.680000 sec): 3 clusters
  Score: Raw -15632078.432936 + Penalty 5732.186446 = -15626346.246490
  nChanged 3
		SP:Iteration 39Q (924.960000 sec): 3 clusters
  Score: Raw -15632081.078504 + Penalty 5732.186446 = -15626348.892058
  nChanged 4
		SP:Iteration 40F (925.350000 sec): 3 clusters
  Score: Raw -15632083.148245 + Penalty 5732.186446 = -15626350.961799
  nChanged 3
		SP:Iteration 41Q (925.640000 sec): 3 clusters
  Score: Raw -15632084.683448 + Penalty 5732.186446 = -15626352.497002
  nChanged 2
		SP:Iteration 42Q (925.930000 sec): 3 clusters
  Score: Raw -15632085.471744 + Penalty 5732.186446 = -15626353.285298
  nChanged 1
		SP:Iteration 43Q (926.210000 sec): 3 clusters
  Score: Raw -15632085.814877 + Penalty 5732.186446 = -15626353.628432
  nChanged 2
		SP:Iteration 44Q (926.500000 sec): 3 clusters
  Score: Raw -15632087.275273 + Penalty 5732.186446 = -15626355.088827
  nChanged 4
		SP:Iteration 45Q (926.790000 sec): 3 clusters
  Score: Raw -15632089.425630 + Penalty 5732.186446 = -15626357.239184
  nChanged 2
		SP:Iteration 46Q (927.080000 sec): 3 clusters
  Score: Raw -15632090.812451 + Penalty 5732.186446 = -15626358.626005
  nChanged 3
		SP:Iteration 47Q (927.360000 sec): 3 clusters
  Score: Raw -15632092.437122 + Penalty 5732.186446 = -15626360.250677
  nChanged 2
		SP:Iteration 48Q (927.650000 sec): 3 clusters
  Score: Raw -15632093.843095 + Penalty 5732.186446 = -15626361.656650
  nChanged 1
		SP:Iteration 49Q (927.930000 sec): 3 clusters
  Score: Raw -15632094.433782 + Penalty 5732.186446 = -15626362.247337
  nChanged 0
		SP:Iteration 50F (928.320000 sec): 3 clusters
  Score: Raw -15632094.433782 + Penalty 5732.186446 = -15626362.247337
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (587 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (928.380000 sec): 2 clusters
  Score: Raw -61215.499427 + Penalty 1581.006155 = -59634.493272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (928.380000 sec): 3 clusters
  Score: Raw -61414.426079 + Penalty 3162.012311 = -58252.413768
  nChanged 183
		SP:Iteration 1F (928.380000 sec): 3 clusters
  Score: Raw -62096.967958 + Penalty 3162.012311 = -58934.955648
  nChanged 62
		SP:Iteration 2F (928.380000 sec): 3 clusters
  Score: Raw -62560.309847 + Penalty 3162.012311 = -59398.297537
  nChanged 67
		SP:Iteration 3F (928.380000 sec): 3 clusters
  Score: Raw -63103.645095 + Penalty 3162.012311 = -59941.632785
  nChanged 55
		SP:Iteration 4F (928.390000 sec): 3 clusters
  Score: Raw -63525.927286 + Penalty 3162.012311 = -60363.914976
  nChanged 23
		SP:Iteration 5Q (928.390000 sec): 3 clusters
  Score: Raw -63695.811519 + Penalty 3162.012311 = -60533.799208
  nChanged 12
		SP:Iteration 6Q (928.390000 sec): 3 clusters
  Score: Raw -63838.733928 + Penalty 3162.012311 = -60676.721617
  nChanged 5
		SP:Iteration 7Q (928.390000 sec): 3 clusters
  Score: Raw -63909.059393 + Penalty 3162.012311 = -60747.047082
  nChanged 5
		SP:Iteration 8Q (928.390000 sec): 3 clusters
  Score: Raw -63977.635864 + Penalty 3162.012311 = -60815.623553
  nChanged 3
		SP:Iteration 9Q (928.400000 sec): 3 clusters
  Score: Raw -63986.725638 + Penalty 3162.012311 = -60824.713328
  nChanged 0
		SP:Iteration 10F (928.400000 sec): 3 clusters
  Score: Raw -63986.725638 + Penalty 3162.012311 = -60824.713328
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 25.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (243364 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (929.260000 sec): 2 clusters
  Score: Raw -36143534.836663 + Penalty 3075.773759 = -36140459.062904
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (930.220000 sec): 3 clusters
  Score: Raw -35983067.815606 + Penalty 6151.547518 = -35976916.268088
  nChanged 117452
		SP:Iteration 1F (931.220000 sec): 3 clusters
  Score: Raw -36051707.574535 + Penalty 6151.547518 = -36045556.027017
  nChanged 6397
		SP:Iteration 2Q (932.210000 sec): 3 clusters
  Score: Raw -36053038.962843 + Penalty 6151.547518 = -36046887.415325
  nChanged 7368
		SP:Iteration 3Q (933.220000 sec): 3 clusters
  Score: Raw -36054982.707671 + Penalty 6151.547518 = -36048831.160153
  nChanged 9176
		SP:Iteration 4Q (934.220000 sec): 3 clusters
  Score: Raw -36058316.326905 + Penalty 6151.547518 = -36052164.779387
  nChanged 12412
		SP:Iteration 5F (935.220000 sec): 3 clusters
  Score: Raw -36064519.759187 + Penalty 6151.547518 = -36058368.211669
  nChanged 16943
		SP:Iteration 6F (936.200000 sec): 3 clusters
  Score: Raw -36075929.893117 + Penalty 6151.547518 = -36069778.345599
  nChanged 21602
		SP:Iteration 7F (937.170000 sec): 3 clusters
  Score: Raw -36094450.733716 + Penalty 6151.547518 = -36088299.186198
  nChanged 22601
		SP:Iteration 8F (938.130000 sec): 3 clusters
  Score: Raw -36116724.595520 + Penalty 6151.547518 = -36110573.048002
  nChanged 16751
		SP:Iteration 9F (939.100000 sec): 3 clusters
  Score: Raw -36133651.831169 + Penalty 6151.547518 = -36127500.283651
  nChanged 7880
		SP:Iteration 10Q (940.040000 sec): 3 clusters
  Score: Raw -36141206.556960 + Penalty 6151.547518 = -36135055.009442
  nChanged 2592
		SP:Iteration 11Q (940.860000 sec): 3 clusters
  Score: Raw -36143658.213426 + Penalty 6151.547518 = -36137506.665908
  nChanged 779
		SP:Iteration 12Q (941.620000 sec): 3 clusters
  Score: Raw -36144463.098298 + Penalty 6151.547518 = -36138311.550780
  nChanged 326
		SP:Iteration 13Q (942.340000 sec): 3 clusters
  Score: Raw -36144790.133205 + Penalty 6151.547518 = -36138638.585687
  nChanged 170
		SP:Iteration 14Q (943.070000 sec): 3 clusters
  Score: Raw -36144926.477226 + Penalty 6151.547518 = -36138774.929708
  nChanged 111
		SP:Iteration 15Q (943.800000 sec): 3 clusters
  Score: Raw -36144999.214534 + Penalty 6151.547518 = -36138847.667016
  nChanged 75
		SP:Iteration 16Q (944.500000 sec): 3 clusters
  Score: Raw -36145043.237935 + Penalty 6151.547518 = -36138891.690418
  nChanged 47
		SP:Iteration 17Q (945.190000 sec): 3 clusters
  Score: Raw -36145065.317433 + Penalty 6151.547518 = -36138913.769915
  nChanged 24
		SP:Iteration 18Q (945.880000 sec): 3 clusters
  Score: Raw -36145077.599157 + Penalty 6151.547518 = -36138926.051639
  nChanged 26
		SP:Iteration 19Q (946.560000 sec): 3 clusters
  Score: Raw -36145089.975562 + Penalty 6151.547518 = -36138938.428044
  nChanged 23
		SP:Iteration 20F (947.530000 sec): 3 clusters
  Score: Raw -36145098.626407 + Penalty 6151.547518 = -36138947.078889
  nChanged 16
		SP:Iteration 21Q (948.260000 sec): 3 clusters
  Score: Raw -36145105.310572 + Penalty 6151.547518 = -36138953.763054
  nChanged 18
		SP:Iteration 22Q (948.950000 sec): 3 clusters
  Score: Raw -36145112.942178 + Penalty 6151.547518 = -36138961.394660
  nChanged 14
		SP:Iteration 23Q (949.650000 sec): 3 clusters
  Score: Raw -36145118.488745 + Penalty 6151.547518 = -36138966.941227
  nChanged 10
		SP:Iteration 24Q (950.340000 sec): 3 clusters
  Score: Raw -36145121.428643 + Penalty 6151.547518 = -36138969.881125
  nChanged 5
		SP:Iteration 25Q (951.050000 sec): 3 clusters
  Score: Raw -36145122.750527 + Penalty 6151.547518 = -36138971.203009
  nChanged 5
		SP:Iteration 26Q (951.770000 sec): 3 clusters
  Score: Raw -36145125.388191 + Penalty 6151.547518 = -36138973.840674
  nChanged 8
		SP:Iteration 27Q (952.480000 sec): 3 clusters
  Score: Raw -36145128.457131 + Penalty 6151.547518 = -36138976.909613
  nChanged 10
		SP:Iteration 28Q (953.170000 sec): 3 clusters
  Score: Raw -36145131.662895 + Penalty 6151.547518 = -36138980.115377
  nChanged 5
		SP:Iteration 29Q (953.850000 sec): 3 clusters
  Score: Raw -36145133.999365 + Penalty 6151.547518 = -36138982.451847
  nChanged 1
		SP:Iteration 30Q (954.530000 sec): 3 clusters
  Score: Raw -36145134.381277 + Penalty 6151.547518 = -36138982.833759
  nChanged 2
		SP:Iteration 31Q (955.210000 sec): 3 clusters
  Score: Raw -36145135.242718 + Penalty 6151.547518 = -36138983.695201
  nChanged 5
		SP:Iteration 32Q (955.910000 sec): 3 clusters
  Score: Raw -36145136.635026 + Penalty 6151.547518 = -36138985.087508
  nChanged 4
		SP:Iteration 33Q (956.630000 sec): 3 clusters
  Score: Raw -36145137.618392 + Penalty 6151.547518 = -36138986.070874
  nChanged 2
		SP:Iteration 34Q (957.320000 sec): 3 clusters
  Score: Raw -36145137.939193 + Penalty 6151.547518 = -36138986.391675
  nChanged 0
		SP:Iteration 35F (958.280000 sec): 3 clusters
  Score: Raw -36145137.939193 + Penalty 6151.547518 = -36138986.391675
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (1156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (958.400000 sec): 2 clusters
  Score: Raw -146941.558592 + Penalty 1749.074820 = -145192.483772
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (958.410000 sec): 3 clusters
  Score: Raw -146750.006823 + Penalty 3498.149640 = -143251.857183
  nChanged 348
		SP:Iteration 1F (958.410000 sec): 3 clusters
  Score: Raw -147399.421136 + Penalty 3498.149640 = -143901.271496
  nChanged 111
		SP:Iteration 2F (958.420000 sec): 3 clusters
  Score: Raw -147716.184333 + Penalty 3498.149640 = -144218.034693
  nChanged 69
		SP:Iteration 3F (958.420000 sec): 3 clusters
  Score: Raw -147885.342299 + Penalty 3498.149640 = -144387.192658
  nChanged 57
		SP:Iteration 4Q (958.430000 sec): 3 clusters
  Score: Raw -148026.793479 + Penalty 3498.149640 = -144528.643838
  nChanged 45
		SP:Iteration 5Q (958.430000 sec): 3 clusters
  Score: Raw -148171.443166 + Penalty 3498.149640 = -144673.293526
  nChanged 40
		SP:Iteration 6Q (958.440000 sec): 3 clusters
  Score: Raw -148279.834991 + Penalty 3498.149640 = -144781.685351
  nChanged 37
		SP:Iteration 7Q (958.440000 sec): 3 clusters
  Score: Raw -148365.559299 + Penalty 3498.149640 = -144867.409659
  nChanged 25
		SP:Iteration 8Q (958.440000 sec): 3 clusters
  Score: Raw -148429.564502 + Penalty 3498.149640 = -144931.414862
  nChanged 16
		SP:Iteration 9Q (958.450000 sec): 3 clusters
  Score: Raw -148464.496657 + Penalty 3498.149640 = -144966.347017
  nChanged 16
		SP:Iteration 10Q (958.450000 sec): 3 clusters
  Score: Raw -148488.065433 + Penalty 3498.149640 = -144989.915793
  nChanged 11
		SP:Iteration 11Q (958.460000 sec): 3 clusters
  Score: Raw -148502.190777 + Penalty 3498.149640 = -145004.041137
  nChanged 7
		SP:Iteration 12Q (958.460000 sec): 3 clusters
  Score: Raw -148509.851376 + Penalty 3498.149640 = -145011.701736
  nChanged 6
		SP:Iteration 13Q (958.460000 sec): 3 clusters
  Score: Raw -148514.207332 + Penalty 3498.149640 = -145016.057692
  nChanged 1
		SP:Iteration 14Q (958.470000 sec): 3 clusters
  Score: Raw -148514.785371 + Penalty 3498.149640 = -145016.635730
  nChanged 1
		SP:Iteration 15Q (958.470000 sec): 3 clusters
  Score: Raw -148515.339381 + Penalty 3498.149640 = -145017.189741
  nChanged 0
		SP:Iteration 16F (958.480000 sec): 3 clusters
  Score: Raw -148515.339381 + Penalty 3498.149640 = -145017.189741
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (15927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (958.540000 sec): 2 clusters
  Score: Raw -2262600.515525 + Penalty 2399.591223 = -2260200.924302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (958.600000 sec): 3 clusters
  Score: Raw -2253608.579203 + Penalty 4799.182446 = -2248809.396757
  nChanged 6910
		SP:Iteration 1F (958.660000 sec): 3 clusters
  Score: Raw -2257275.239027 + Penalty 4799.182446 = -2252476.056581
  nChanged 954
		SP:Iteration 2F (958.720000 sec): 3 clusters
  Score: Raw -2257731.002479 + Penalty 4799.182446 = -2252931.820032
  nChanged 864
		SP:Iteration 3F (958.790000 sec): 3 clusters
  Score: Raw -2258157.565900 + Penalty 4799.182446 = -2253358.383454
  nChanged 831
		SP:Iteration 4F (958.850000 sec): 3 clusters
  Score: Raw -2258580.317826 + Penalty 4799.182446 = -2253781.135380
  nChanged 763
		SP:Iteration 5Q (958.910000 sec): 3 clusters
  Score: Raw -2258962.434981 + Penalty 4799.182446 = -2254163.252535
  nChanged 743
		SP:Iteration 6Q (958.980000 sec): 3 clusters
  Score: Raw -2259343.506973 + Penalty 4799.182446 = -2254544.324527
  nChanged 713
		SP:Iteration 7Q (959.040000 sec): 3 clusters
  Score: Raw -2259731.232729 + Penalty 4799.182446 = -2254932.050282
  nChanged 678
		SP:Iteration 8Q (959.100000 sec): 3 clusters
  Score: Raw -2260160.009198 + Penalty 4799.182446 = -2255360.826751
  nChanged 659
		SP:Iteration 9Q (959.160000 sec): 3 clusters
  Score: Raw -2260641.388234 + Penalty 4799.182446 = -2255842.205788
  nChanged 646
		SP:Iteration 10Q (959.220000 sec): 3 clusters
  Score: Raw -2261138.204390 + Penalty 4799.182446 = -2256339.021944
  nChanged 569
		SP:Iteration 11Q (959.280000 sec): 3 clusters
  Score: Raw -2261532.094522 + Penalty 4799.182446 = -2256732.912075
  nChanged 456
		SP:Iteration 12Q (959.330000 sec): 3 clusters
  Score: Raw -2261799.574065 + Penalty 4799.182446 = -2257000.391619
  nChanged 337
		SP:Iteration 13Q (959.380000 sec): 3 clusters
  Score: Raw -2261943.683389 + Penalty 4799.182446 = -2257144.500943
  nChanged 240
		SP:Iteration 14Q (959.440000 sec): 3 clusters
  Score: Raw -2262036.475397 + Penalty 4799.182446 = -2257237.292950
  nChanged 184
		SP:Iteration 15Q (959.490000 sec): 3 clusters
  Score: Raw -2262104.719855 + Penalty 4799.182446 = -2257305.537409
  nChanged 141
		SP:Iteration 16Q (959.540000 sec): 3 clusters
  Score: Raw -2262152.470699 + Penalty 4799.182446 = -2257353.288253
  nChanged 139
		SP:Iteration 17Q (959.600000 sec): 3 clusters
  Score: Raw -2262200.372121 + Penalty 4799.182446 = -2257401.189675
  nChanged 112
		SP:Iteration 18Q (959.650000 sec): 3 clusters
  Score: Raw -2262238.511980 + Penalty 4799.182446 = -2257439.329533
  nChanged 113
		SP:Iteration 19Q (959.700000 sec): 3 clusters
  Score: Raw -2262278.668628 + Penalty 4799.182446 = -2257479.486181
  nChanged 110
		SP:Iteration 20F (959.760000 sec): 3 clusters
  Score: Raw -2262310.242510 + Penalty 4799.182446 = -2257511.060064
  nChanged 100
		SP:Iteration 21Q (959.810000 sec): 3 clusters
  Score: Raw -2262344.394075 + Penalty 4799.182446 = -2257545.211629
  nChanged 83
		SP:Iteration 22Q (959.860000 sec): 3 clusters
  Score: Raw -2262369.844995 + Penalty 4799.182446 = -2257570.662548
  nChanged 77
		SP:Iteration 23Q (959.910000 sec): 3 clusters
  Score: Raw -2262392.940625 + Penalty 4799.182446 = -2257593.758179
  nChanged 71
		SP:Iteration 24Q (959.960000 sec): 3 clusters
  Score: Raw -2262414.185889 + Penalty 4799.182446 = -2257615.003443
  nChanged 77
		SP:Iteration 25Q (960.010000 sec): 3 clusters
  Score: Raw -2262439.887089 + Penalty 4799.182446 = -2257640.704643
  nChanged 68
		SP:Iteration 26Q (960.060000 sec): 3 clusters
  Score: Raw -2262462.827796 + Penalty 4799.182446 = -2257663.645350
  nChanged 66
		SP:Iteration 27Q (960.110000 sec): 3 clusters
  Score: Raw -2262483.560441 + Penalty 4799.182446 = -2257684.377995
  nChanged 76
		SP:Iteration 28Q (960.160000 sec): 3 clusters
  Score: Raw -2262506.191214 + Penalty 4799.182446 = -2257707.008768
  nChanged 60
		SP:Iteration 29Q (960.200000 sec): 3 clusters
  Score: Raw -2262521.967642 + Penalty 4799.182446 = -2257722.785196
  nChanged 55
		SP:Iteration 30Q (960.250000 sec): 3 clusters
  Score: Raw -2262536.926149 + Penalty 4799.182446 = -2257737.743703
  nChanged 50
		SP:Iteration 31Q (960.300000 sec): 3 clusters
  Score: Raw -2262551.884236 + Penalty 4799.182446 = -2257752.701789
  nChanged 40
		SP:Iteration 32Q (960.350000 sec): 3 clusters
  Score: Raw -2262561.473764 + Penalty 4799.182446 = -2257762.291318
  nChanged 41
		SP:Iteration 33Q (960.400000 sec): 3 clusters
  Score: Raw -2262571.935690 + Penalty 4799.182446 = -2257772.753243
  nChanged 45
		SP:Iteration 34Q (960.450000 sec): 3 clusters
  Score: Raw -2262581.575075 + Penalty 4799.182446 = -2257782.392628
  nChanged 37
		SP:Iteration 35Q (960.500000 sec): 3 clusters
  Score: Raw -2262590.163388 + Penalty 4799.182446 = -2257790.980941
  nChanged 39
		SP:Iteration 36Q (960.540000 sec): 3 clusters
  Score: Raw -2262600.379113 + Penalty 4799.182446 = -2257801.196666
  nChanged 34
		SP:Iteration 37Q (960.600000 sec): 3 clusters
  Score: Raw -2262608.937398 + Penalty 4799.182446 = -2257809.754952
  nChanged 30
		SP:Iteration 38Q (960.640000 sec): 3 clusters
  Score: Raw -2262614.258369 + Penalty 4799.182446 = -2257815.075923
  nChanged 20
		SP:Iteration 39Q (960.690000 sec): 3 clusters
  Score: Raw -2262617.269586 + Penalty 4799.182446 = -2257818.087139
  nChanged 17
		SP:Iteration 40F (960.750000 sec): 3 clusters
  Score: Raw -2262620.327834 + Penalty 4799.182446 = -2257821.145388
  nChanged 15
		SP:Iteration 41Q (960.800000 sec): 3 clusters
  Score: Raw -2262623.088861 + Penalty 4799.182446 = -2257823.906414
  nChanged 15
		SP:Iteration 42Q (960.840000 sec): 3 clusters
  Score: Raw -2262624.938936 + Penalty 4799.182446 = -2257825.756490
  nChanged 8
		SP:Iteration 43Q (960.890000 sec): 3 clusters
  Score: Raw -2262626.532876 + Penalty 4799.182446 = -2257827.350429
  nChanged 12
		SP:Iteration 44Q (960.940000 sec): 3 clusters
  Score: Raw -2262628.244601 + Penalty 4799.182446 = -2257829.062155
  nChanged 9
		SP:Iteration 45Q (960.990000 sec): 3 clusters
  Score: Raw -2262630.274092 + Penalty 4799.182446 = -2257831.091645
  nChanged 17
		SP:Iteration 46Q (961.040000 sec): 3 clusters
  Score: Raw -2262634.559254 + Penalty 4799.182446 = -2257835.376807
  nChanged 25
		SP:Iteration 47Q (961.080000 sec): 3 clusters
  Score: Raw -2262640.460856 + Penalty 4799.182446 = -2257841.278410
  nChanged 33
		SP:Iteration 48Q (961.130000 sec): 3 clusters
  Score: Raw -2262647.783150 + Penalty 4799.182446 = -2257848.600704
  nChanged 28
		SP:Iteration 49Q (961.180000 sec): 3 clusters
  Score: Raw -2262654.485709 + Penalty 4799.182446 = -2257855.303262
  nChanged 27
		SP:Iteration 50Q (961.230000 sec): 3 clusters
  Score: Raw -2262660.038374 + Penalty 4799.182446 = -2257860.855928
  nChanged 26
		SP:Iteration 51Q (961.280000 sec): 3 clusters
  Score: Raw -2262665.547215 + Penalty 4799.182446 = -2257866.364769
  nChanged 23
		SP:Iteration 52Q (961.320000 sec): 3 clusters
  Score: Raw -2262670.625592 + Penalty 4799.182446 = -2257871.443145
  nChanged 20
		SP:Iteration 53Q (961.370000 sec): 3 clusters
  Score: Raw -2262675.933680 + Penalty 4799.182446 = -2257876.751234
  nChanged 27
		SP:Iteration 54Q (961.420000 sec): 3 clusters
  Score: Raw -2262682.873799 + Penalty 4799.182446 = -2257883.691352
  nChanged 24
		SP:Iteration 55Q (961.470000 sec): 3 clusters
  Score: Raw -2262689.206810 + Penalty 4799.182446 = -2257890.024363
  nChanged 23
		SP:Iteration 56Q (961.510000 sec): 3 clusters
  Score: Raw -2262694.384289 + Penalty 4799.182446 = -2257895.201842
  nChanged 21
		SP:Iteration 57Q (961.560000 sec): 3 clusters
  Score: Raw -2262699.703868 + Penalty 4799.182446 = -2257900.521421
  nChanged 28
		SP:Iteration 58Q (961.610000 sec): 3 clusters
  Score: Raw -2262706.228364 + Penalty 4799.182446 = -2257907.045918
  nChanged 34
		SP:Iteration 59Q (961.660000 sec): 3 clusters
  Score: Raw -2262714.984397 + Penalty 4799.182446 = -2257915.801951
  nChanged 30
		SP:Iteration 60F (961.710000 sec): 3 clusters
  Score: Raw -2262722.619574 + Penalty 4799.182446 = -2257923.437127
  nChanged 32
		SP:Iteration 61Q (961.760000 sec): 3 clusters
  Score: Raw -2262730.895538 + Penalty 4799.182446 = -2257931.713091
  nChanged 29
		SP:Iteration 62Q (961.810000 sec): 3 clusters
  Score: Raw -2262738.494745 + Penalty 4799.182446 = -2257939.312298
  nChanged 28
		SP:Iteration 63Q (961.850000 sec): 3 clusters
  Score: Raw -2262744.440469 + Penalty 4799.182446 = -2257945.258022
  nChanged 18
		SP:Iteration 64Q (961.900000 sec): 3 clusters
  Score: Raw -2262747.399957 + Penalty 4799.182446 = -2257948.217511
  nChanged 16
		SP:Iteration 65Q (961.950000 sec): 3 clusters
  Score: Raw -2262750.816737 + Penalty 4799.182446 = -2257951.634291
  nChanged 17
		SP:Iteration 66Q (961.990000 sec): 3 clusters
  Score: Raw -2262754.574864 + Penalty 4799.182446 = -2257955.392417
  nChanged 23
		SP:Iteration 67Q (962.040000 sec): 3 clusters
  Score: Raw -2262759.609775 + Penalty 4799.182446 = -2257960.427329
  nChanged 18
		SP:Iteration 68Q (962.090000 sec): 3 clusters
  Score: Raw -2262763.932460 + Penalty 4799.182446 = -2257964.750014
  nChanged 15
		SP:Iteration 69Q (962.130000 sec): 3 clusters
  Score: Raw -2262767.757796 + Penalty 4799.182446 = -2257968.575350
  nChanged 21
		SP:Iteration 70Q (962.180000 sec): 3 clusters
  Score: Raw -2262773.300632 + Penalty 4799.182446 = -2257974.118186
  nChanged 21
		SP:Iteration 71Q (962.220000 sec): 3 clusters
  Score: Raw -2262778.882213 + Penalty 4799.182446 = -2257979.699766
  nChanged 17
		SP:Iteration 72Q (962.270000 sec): 3 clusters
  Score: Raw -2262782.315973 + Penalty 4799.182446 = -2257983.133526
  nChanged 10
		SP:Iteration 73Q (962.320000 sec): 3 clusters
  Score: Raw -2262784.817729 + Penalty 4799.182446 = -2257985.635283
  nChanged 9
		SP:Iteration 74Q (962.360000 sec): 3 clusters
  Score: Raw -2262786.849712 + Penalty 4799.182446 = -2257987.667265
  nChanged 6
		SP:Iteration 75Q (962.410000 sec): 3 clusters
  Score: Raw -2262787.876969 + Penalty 4799.182446 = -2257988.694523
  nChanged 3
		SP:Iteration 76Q (962.460000 sec): 3 clusters
  Score: Raw -2262788.362352 + Penalty 4799.182446 = -2257989.179906
  nChanged 2
		SP:Iteration 77Q (962.500000 sec): 3 clusters
  Score: Raw -2262788.716616 + Penalty 4799.182446 = -2257989.534169
  nChanged 3
		SP:Iteration 78Q (962.550000 sec): 3 clusters
  Score: Raw -2262789.138699 + Penalty 4799.182446 = -2257989.956253
  nChanged 2
		SP:Iteration 79Q (962.600000 sec): 3 clusters
  Score: Raw -2262789.409559 + Penalty 4799.182446 = -2257990.227113
  nChanged 3
		SP:Iteration 80F (962.650000 sec): 3 clusters
  Score: Raw -2262790.156565 + Penalty 4799.182446 = -2257990.974118
  nChanged 2
		SP:Iteration 81Q (962.700000 sec): 3 clusters
  Score: Raw -2262790.541206 + Penalty 4799.182446 = -2257991.358760
  nChanged 0
		SP:Iteration 82F (962.760000 sec): 3 clusters
  Score: Raw -2262790.541206 + Penalty 4799.182446 = -2257991.358760
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (1314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (962.770000 sec): 2 clusters
  Score: Raw -167067.661982 + Penalty 1780.846137 = -165286.815845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (962.770000 sec): 3 clusters
  Score: Raw -166793.261966 + Penalty 3561.692275 = -163231.569691
  nChanged 391
		SP:Iteration 1F (962.780000 sec): 3 clusters
  Score: Raw -168063.871671 + Penalty 3561.692275 = -164502.179396
  nChanged 204
		SP:Iteration 2F (962.780000 sec): 3 clusters
  Score: Raw -169078.942753 + Penalty 3561.692275 = -165517.250478
  nChanged 185
		SP:Iteration 3F (962.790000 sec): 3 clusters
  Score: Raw -170243.260823 + Penalty 3561.692275 = -166681.568548
  nChanged 108
		SP:Iteration 4F (962.790000 sec): 3 clusters
  Score: Raw -171392.136797 + Penalty 3561.692275 = -167830.444522
  nChanged 29
		SP:Iteration 5Q (962.800000 sec): 3 clusters
  Score: Raw -171724.425357 + Penalty 3561.692275 = -168162.733082
  nChanged 27
		SP:Iteration 6Q (962.800000 sec): 3 clusters
  Score: Raw -172213.183328 + Penalty 3561.692275 = -168651.491053
  nChanged 28
		SP:Iteration 7Q (962.800000 sec): 3 clusters
  Score: Raw -172910.455578 + Penalty 3561.692275 = -169348.763303
  nChanged 10
		SP:Iteration 8Q (962.810000 sec): 3 clusters
  Score: Raw -173476.964905 + Penalty 3561.692275 = -169915.272630
  nChanged 0
		SP:Iteration 9F (962.810000 sec): 3 clusters
  Score: Raw -173476.964905 + Penalty 3561.692275 = -169915.272630
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 26.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2035 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (962.820000 sec): 2 clusters
  Score: Raw -282335.777935 + Penalty 1889.326272 = -280446.451663
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (962.830000 sec): 3 clusters
  Score: Raw -281690.148827 + Penalty 3778.652545 = -277911.496283
  nChanged 695
		SP:Iteration 1F (962.840000 sec): 3 clusters
  Score: Raw -282539.379718 + Penalty 3778.652545 = -278760.727173
  nChanged 229
		SP:Iteration 2F (962.840000 sec): 3 clusters
  Score: Raw -282872.281043 + Penalty 3778.652545 = -279093.628498
  nChanged 131
		SP:Iteration 3F (962.850000 sec): 3 clusters
  Score: Raw -283044.910267 + Penalty 3778.652545 = -279266.257722
  nChanged 81
		SP:Iteration 4Q (962.860000 sec): 3 clusters
  Score: Raw -283121.602877 + Penalty 3778.652545 = -279342.950333
  nChanged 56
		SP:Iteration 5Q (962.870000 sec): 3 clusters
  Score: Raw -283177.981585 + Penalty 3778.652545 = -279399.329040
  nChanged 35
		SP:Iteration 6Q (962.870000 sec): 3 clusters
  Score: Raw -283216.291394 + Penalty 3778.652545 = -279437.638849
  nChanged 30
		SP:Iteration 7Q (962.880000 sec): 3 clusters
  Score: Raw -283260.261030 + Penalty 3778.652545 = -279481.608485
  nChanged 23
		SP:Iteration 8Q (962.890000 sec): 3 clusters
  Score: Raw -283305.451615 + Penalty 3778.652545 = -279526.799071
  nChanged 31
		SP:Iteration 9Q (962.900000 sec): 3 clusters
  Score: Raw -283333.664893 + Penalty 3778.652545 = -279555.012348
  nChanged 31
		SP:Iteration 10Q (962.900000 sec): 3 clusters
  Score: Raw -283350.781165 + Penalty 3778.652545 = -279572.128621
  nChanged 19
		SP:Iteration 11Q (962.910000 sec): 3 clusters
  Score: Raw -283362.325547 + Penalty 3778.652545 = -279583.673003
  nChanged 11
		SP:Iteration 12Q (962.920000 sec): 3 clusters
  Score: Raw -283366.566271 + Penalty 3778.652545 = -279587.913727
  nChanged 4
		SP:Iteration 13Q (962.920000 sec): 3 clusters
  Score: Raw -283369.146741 + Penalty 3778.652545 = -279590.494197
  nChanged 5
		SP:Iteration 14Q (962.930000 sec): 3 clusters
  Score: Raw -283372.686649 + Penalty 3778.652545 = -279594.034104
  nChanged 5
		SP:Iteration 15Q (962.940000 sec): 3 clusters
  Score: Raw -283376.579951 + Penalty 3778.652545 = -279597.927407
  nChanged 3
		SP:Iteration 16Q (962.940000 sec): 3 clusters
  Score: Raw -283377.823977 + Penalty 3778.652545 = -279599.171433
  nChanged 3
		SP:Iteration 17Q (962.950000 sec): 3 clusters
  Score: Raw -283378.950814 + Penalty 3778.652545 = -279600.298270
  nChanged 0
		SP:Iteration 18F (962.960000 sec): 3 clusters
  Score: Raw -283378.950814 + Penalty 3778.652545 = -279600.298270
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (30744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (963.070000 sec): 2 clusters
  Score: Raw -4327227.753279 + Penalty 2562.695633 = -4324665.057647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (963.180000 sec): 3 clusters
  Score: Raw -4308839.161146 + Penalty 5125.391266 = -4303713.769880
  nChanged 13837
		SP:Iteration 1F (963.300000 sec): 3 clusters
  Score: Raw -4316792.448256 + Penalty 5125.391266 = -4311667.056990
  nChanged 1727
		SP:Iteration 2F (963.410000 sec): 3 clusters
  Score: Raw -4317573.429672 + Penalty 5125.391266 = -4312448.038407
  nChanged 1651
		SP:Iteration 3F (963.530000 sec): 3 clusters
  Score: Raw -4318337.317019 + Penalty 5125.391266 = -4313211.925753
  nChanged 1676
		SP:Iteration 4F (963.640000 sec): 3 clusters
  Score: Raw -4319195.654404 + Penalty 5125.391266 = -4314070.263139
  nChanged 1755
		SP:Iteration 5F (963.770000 sec): 3 clusters
  Score: Raw -4320142.582243 + Penalty 5125.391266 = -4315017.190977
  nChanged 1654
		SP:Iteration 6F (963.880000 sec): 3 clusters
  Score: Raw -4321013.537032 + Penalty 5125.391266 = -4315888.145766
  nChanged 1517
		SP:Iteration 7Q (963.990000 sec): 3 clusters
  Score: Raw -4321862.656141 + Penalty 5125.391266 = -4316737.264875
  nChanged 1433
		SP:Iteration 8Q (964.110000 sec): 3 clusters
  Score: Raw -4322732.938248 + Penalty 5125.391266 = -4317607.546982
  nChanged 1324
		SP:Iteration 9Q (964.230000 sec): 3 clusters
  Score: Raw -4323621.101355 + Penalty 5125.391266 = -4318495.710089
  nChanged 1206
		SP:Iteration 10Q (964.340000 sec): 3 clusters
  Score: Raw -4324525.649108 + Penalty 5125.391266 = -4319400.257842
  nChanged 1004
		SP:Iteration 11Q (964.460000 sec): 3 clusters
  Score: Raw -4325310.016345 + Penalty 5125.391266 = -4320184.625079
  nChanged 891
		SP:Iteration 12Q (964.560000 sec): 3 clusters
  Score: Raw -4325967.098174 + Penalty 5125.391266 = -4320841.706909
  nChanged 753
		SP:Iteration 13Q (964.670000 sec): 3 clusters
  Score: Raw -4326477.785524 + Penalty 5125.391266 = -4321352.394258
  nChanged 573
		SP:Iteration 14Q (964.780000 sec): 3 clusters
  Score: Raw -4326836.345304 + Penalty 5125.391266 = -4321710.954038
  nChanged 488
		SP:Iteration 15Q (964.880000 sec): 3 clusters
  Score: Raw -4327118.523112 + Penalty 5125.391266 = -4321993.131846
  nChanged 412
		SP:Iteration 16Q (964.980000 sec): 3 clusters
  Score: Raw -4327331.987660 + Penalty 5125.391266 = -4322206.596394
  nChanged 326
		SP:Iteration 17Q (965.080000 sec): 3 clusters
  Score: Raw -4327488.934893 + Penalty 5125.391266 = -4322363.543627
  nChanged 263
		SP:Iteration 18Q (965.170000 sec): 3 clusters
  Score: Raw -4327602.911984 + Penalty 5125.391266 = -4322477.520719
  nChanged 202
		SP:Iteration 19Q (965.260000 sec): 3 clusters
  Score: Raw -4327663.513654 + Penalty 5125.391266 = -4322538.122388
  nChanged 142
		SP:Iteration 20F (965.380000 sec): 3 clusters
  Score: Raw -4327704.015934 + Penalty 5125.391266 = -4322578.624668
  nChanged 115
		SP:Iteration 21Q (965.470000 sec): 3 clusters
  Score: Raw -4327731.921312 + Penalty 5125.391266 = -4322606.530046
  nChanged 88
		SP:Iteration 22Q (965.560000 sec): 3 clusters
  Score: Raw -4327752.538140 + Penalty 5125.391266 = -4322627.146874
  nChanged 86
		SP:Iteration 23Q (965.660000 sec): 3 clusters
  Score: Raw -4327770.910035 + Penalty 5125.391266 = -4322645.518769
  nChanged 78
		SP:Iteration 24Q (965.750000 sec): 3 clusters
  Score: Raw -4327787.419137 + Penalty 5125.391266 = -4322662.027871
  nChanged 74
		SP:Iteration 25Q (965.840000 sec): 3 clusters
  Score: Raw -4327803.746517 + Penalty 5125.391266 = -4322678.355251
  nChanged 74
		SP:Iteration 26Q (965.930000 sec): 3 clusters
  Score: Raw -4327818.382344 + Penalty 5125.391266 = -4322692.991078
  nChanged 55
		SP:Iteration 27Q (966.020000 sec): 3 clusters
  Score: Raw -4327828.887101 + Penalty 5125.391266 = -4322703.495835
  nChanged 54
		SP:Iteration 28Q (966.110000 sec): 3 clusters
  Score: Raw -4327840.783235 + Penalty 5125.391266 = -4322715.391970
  nChanged 51
		SP:Iteration 29Q (966.200000 sec): 3 clusters
  Score: Raw -4327851.720992 + Penalty 5125.391266 = -4322726.329726
  nChanged 50
		SP:Iteration 30Q (966.300000 sec): 3 clusters
  Score: Raw -4327861.218715 + Penalty 5125.391266 = -4322735.827449
  nChanged 29
		SP:Iteration 31Q (966.380000 sec): 3 clusters
  Score: Raw -4327865.282312 + Penalty 5125.391266 = -4322739.891046
  nChanged 28
		SP:Iteration 32Q (966.480000 sec): 3 clusters
  Score: Raw -4327869.217880 + Penalty 5125.391266 = -4322743.826615
  nChanged 28
		SP:Iteration 33Q (966.570000 sec): 3 clusters
  Score: Raw -4327874.270328 + Penalty 5125.391266 = -4322748.879062
  nChanged 37
		SP:Iteration 34Q (966.660000 sec): 3 clusters
  Score: Raw -4327882.666112 + Penalty 5125.391266 = -4322757.274846
  nChanged 39
		SP:Iteration 35Q (966.750000 sec): 3 clusters
  Score: Raw -4327890.907418 + Penalty 5125.391266 = -4322765.516152
  nChanged 31
		SP:Iteration 36Q (966.840000 sec): 3 clusters
  Score: Raw -4327897.097898 + Penalty 5125.391266 = -4322771.706632
  nChanged 30
		SP:Iteration 37Q (966.930000 sec): 3 clusters
  Score: Raw -4327902.398282 + Penalty 5125.391266 = -4322777.007017
  nChanged 22
		SP:Iteration 38Q (967.020000 sec): 3 clusters
  Score: Raw -4327906.159353 + Penalty 5125.391266 = -4322780.768088
  nChanged 25
		SP:Iteration 39Q (967.110000 sec): 3 clusters
  Score: Raw -4327910.117084 + Penalty 5125.391266 = -4322784.725818
  nChanged 21
		SP:Iteration 40F (967.220000 sec): 3 clusters
  Score: Raw -4327912.995722 + Penalty 5125.391266 = -4322787.604457
  nChanged 14
		SP:Iteration 41Q (967.310000 sec): 3 clusters
  Score: Raw -4327914.467773 + Penalty 5125.391266 = -4322789.076508
  nChanged 12
		SP:Iteration 42Q (967.400000 sec): 3 clusters
  Score: Raw -4327916.247803 + Penalty 5125.391266 = -4322790.856537
  nChanged 13
		SP:Iteration 43Q (967.490000 sec): 3 clusters
  Score: Raw -4327918.054286 + Penalty 5125.391266 = -4322792.663020
  nChanged 10
		SP:Iteration 44Q (967.580000 sec): 3 clusters
  Score: Raw -4327919.547119 + Penalty 5125.391266 = -4322794.155854
  nChanged 10
		SP:Iteration 45Q (967.670000 sec): 3 clusters
  Score: Raw -4327921.083108 + Penalty 5125.391266 = -4322795.691842
  nChanged 12
		SP:Iteration 46Q (967.760000 sec): 3 clusters
  Score: Raw -4327922.936285 + Penalty 5125.391266 = -4322797.545020
  nChanged 14
		SP:Iteration 47Q (967.840000 sec): 3 clusters
  Score: Raw -4327924.334303 + Penalty 5125.391266 = -4322798.943038
  nChanged 10
		SP:Iteration 48Q (967.940000 sec): 3 clusters
  Score: Raw -4327925.781128 + Penalty 5125.391266 = -4322800.389863
  nChanged 12
		SP:Iteration 49Q (968.020000 sec): 3 clusters
  Score: Raw -4327927.251205 + Penalty 5125.391266 = -4322801.859940
  nChanged 13
		SP:Iteration 50Q (968.110000 sec): 3 clusters
  Score: Raw -4327928.739849 + Penalty 5125.391266 = -4322803.348584
  nChanged 17
		SP:Iteration 51Q (968.200000 sec): 3 clusters
  Score: Raw -4327931.189760 + Penalty 5125.391266 = -4322805.798495
  nChanged 15
		SP:Iteration 52Q (968.290000 sec): 3 clusters
  Score: Raw -4327933.082942 + Penalty 5125.391266 = -4322807.691676
  nChanged 12
		SP:Iteration 53Q (968.380000 sec): 3 clusters
  Score: Raw -4327934.617394 + Penalty 5125.391266 = -4322809.226128
  nChanged 14
		SP:Iteration 54Q (968.470000 sec): 3 clusters
  Score: Raw -4327936.710935 + Penalty 5125.391266 = -4322811.319670
  nChanged 18
		SP:Iteration 55Q (968.560000 sec): 3 clusters
  Score: Raw -4327939.220959 + Penalty 5125.391266 = -4322813.829694
  nChanged 13
		SP:Iteration 56Q (968.650000 sec): 3 clusters
  Score: Raw -4327940.516608 + Penalty 5125.391266 = -4322815.125342
  nChanged 9
		SP:Iteration 57Q (968.740000 sec): 3 clusters
  Score: Raw -4327942.012015 + Penalty 5125.391266 = -4322816.620749
  nChanged 8
		SP:Iteration 58Q (968.820000 sec): 3 clusters
  Score: Raw -4327943.100298 + Penalty 5125.391266 = -4322817.709032
  nChanged 9
		SP:Iteration 59Q (968.910000 sec): 3 clusters
  Score: Raw -4327944.098190 + Penalty 5125.391266 = -4322818.706924
  nChanged 5
		SP:Iteration 60F (969.030000 sec): 3 clusters
  Score: Raw -4327944.809775 + Penalty 5125.391266 = -4322819.418509
  nChanged 8
		SP:Iteration 61Q (969.120000 sec): 3 clusters
  Score: Raw -4327945.943886 + Penalty 5125.391266 = -4322820.552621
  nChanged 7
		SP:Iteration 62Q (969.200000 sec): 3 clusters
  Score: Raw -4327946.948471 + Penalty 5125.391266 = -4322821.557206
  nChanged 8
		SP:Iteration 63Q (969.290000 sec): 3 clusters
  Score: Raw -4327948.397845 + Penalty 5125.391266 = -4322823.006579
  nChanged 11
		SP:Iteration 64Q (969.380000 sec): 3 clusters
  Score: Raw -4327950.448103 + Penalty 5125.391266 = -4322825.056838
  nChanged 11
		SP:Iteration 65Q (969.470000 sec): 3 clusters
  Score: Raw -4327951.803538 + Penalty 5125.391266 = -4322826.412273
  nChanged 8
		SP:Iteration 66Q (969.560000 sec): 3 clusters
  Score: Raw -4327953.222300 + Penalty 5125.391266 = -4322827.831034
  nChanged 8
		SP:Iteration 67Q (969.640000 sec): 3 clusters
  Score: Raw -4327954.393724 + Penalty 5125.391266 = -4322829.002459
  nChanged 7
		SP:Iteration 68Q (969.730000 sec): 3 clusters
  Score: Raw -4327955.463101 + Penalty 5125.391266 = -4322830.071836
  nChanged 6
		SP:Iteration 69Q (969.820000 sec): 3 clusters
  Score: Raw -4327956.084433 + Penalty 5125.391266 = -4322830.693168
  nChanged 2
		SP:Iteration 70Q (969.910000 sec): 3 clusters
  Score: Raw -4327956.393249 + Penalty 5125.391266 = -4322831.001984
  nChanged 2
		SP:Iteration 71Q (970.000000 sec): 3 clusters
  Score: Raw -4327956.662289 + Penalty 5125.391266 = -4322831.271023
  nChanged 3
		SP:Iteration 72Q (970.090000 sec): 3 clusters
  Score: Raw -4327957.197034 + Penalty 5125.391266 = -4322831.805768
  nChanged 2
		SP:Iteration 73Q (970.180000 sec): 3 clusters
  Score: Raw -4327957.530705 + Penalty 5125.391266 = -4322832.139440
  nChanged 2
		SP:Iteration 74Q (970.260000 sec): 3 clusters
  Score: Raw -4327957.739530 + Penalty 5125.391266 = -4322832.348265
  nChanged 1
		SP:Iteration 75Q (970.350000 sec): 3 clusters
  Score: Raw -4327957.934704 + Penalty 5125.391266 = -4322832.543438
  nChanged 4
		SP:Iteration 76Q (970.440000 sec): 3 clusters
  Score: Raw -4327958.473389 + Penalty 5125.391266 = -4322833.082123
  nChanged 5
		SP:Iteration 77Q (970.530000 sec): 3 clusters
  Score: Raw -4327959.334354 + Penalty 5125.391266 = -4322833.943088
  nChanged 7
		SP:Iteration 78Q (970.620000 sec): 3 clusters
  Score: Raw -4327960.330728 + Penalty 5125.391266 = -4322834.939463
  nChanged 8
		SP:Iteration 79Q (970.700000 sec): 3 clusters
  Score: Raw -4327961.684489 + Penalty 5125.391266 = -4322836.293223
  nChanged 7
		SP:Iteration 80F (970.820000 sec): 3 clusters
  Score: Raw -4327962.801744 + Penalty 5125.391266 = -4322837.410478
  nChanged 11
		SP:Iteration 81Q (970.900000 sec): 3 clusters
  Score: Raw -4327964.691595 + Penalty 5125.391266 = -4322839.300330
  nChanged 13
		SP:Iteration 82Q (970.990000 sec): 3 clusters
  Score: Raw -4327966.405051 + Penalty 5125.391266 = -4322841.013785
  nChanged 13
		SP:Iteration 83Q (971.080000 sec): 3 clusters
  Score: Raw -4327968.434687 + Penalty 5125.391266 = -4322843.043421
  nChanged 12
		SP:Iteration 84Q (971.160000 sec): 3 clusters
  Score: Raw -4327970.156094 + Penalty 5125.391266 = -4322844.764828
  nChanged 14
		SP:Iteration 85Q (971.260000 sec): 3 clusters
  Score: Raw -4327971.934232 + Penalty 5125.391266 = -4322846.542967
  nChanged 10
		SP:Iteration 86Q (971.340000 sec): 3 clusters
  Score: Raw -4327973.443232 + Penalty 5125.391266 = -4322848.051966
  nChanged 12
		SP:Iteration 87Q (971.430000 sec): 3 clusters
  Score: Raw -4327975.056052 + Penalty 5125.391266 = -4322849.664787
  nChanged 9
		SP:Iteration 88Q (971.520000 sec): 3 clusters
  Score: Raw -4327976.508340 + Penalty 5125.391266 = -4322851.117074
  nChanged 6
		SP:Iteration 89Q (971.610000 sec): 3 clusters
  Score: Raw -4327977.709684 + Penalty 5125.391266 = -4322852.318418
  nChanged 6
		SP:Iteration 90Q (971.700000 sec): 3 clusters
  Score: Raw -4327978.658212 + Penalty 5125.391266 = -4322853.266946
  nChanged 5
		SP:Iteration 91Q (971.780000 sec): 3 clusters
  Score: Raw -4327979.550576 + Penalty 5125.391266 = -4322854.159311
  nChanged 4
		SP:Iteration 92Q (971.870000 sec): 3 clusters
  Score: Raw -4327980.074861 + Penalty 5125.391266 = -4322854.683596
  nChanged 6
		SP:Iteration 93Q (971.960000 sec): 3 clusters
  Score: Raw -4327980.790619 + Penalty 5125.391266 = -4322855.399353
  nChanged 6
		SP:Iteration 94Q (972.050000 sec): 3 clusters
  Score: Raw -4327981.582291 + Penalty 5125.391266 = -4322856.191025
  nChanged 3
		SP:Iteration 95Q (972.140000 sec): 3 clusters
  Score: Raw -4327982.351522 + Penalty 5125.391266 = -4322856.960257
  nChanged 5
		SP:Iteration 96Q (972.220000 sec): 3 clusters
  Score: Raw -4327983.001450 + Penalty 5125.391266 = -4322857.610185
  nChanged 5
		SP:Iteration 97Q (972.310000 sec): 3 clusters
  Score: Raw -4327983.515662 + Penalty 5125.391266 = -4322858.124396
  nChanged 1
		SP:Iteration 98Q (972.400000 sec): 3 clusters
  Score: Raw -4327983.568009 + Penalty 5125.391266 = -4322858.176743
  nChanged 0
		SP:Iteration 99F (972.510000 sec): 3 clusters
  Score: Raw -4327983.568009 + Penalty 5125.391266 = -4322858.176743
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (210928 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (973.260000 sec): 2 clusters
  Score: Raw -30911733.664913 + Penalty 3040.299486 = -30908693.365427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (974.080000 sec): 3 clusters
  Score: Raw -30773150.392367 + Penalty 6080.598973 = -30767069.793395
  nChanged 101469
		SP:Iteration 1F (974.890000 sec): 3 clusters
  Score: Raw -30833936.332535 + Penalty 6080.598973 = -30827855.733563
  nChanged 8315
		SP:Iteration 2Q (975.720000 sec): 3 clusters
  Score: Raw -30836886.085103 + Penalty 6080.598973 = -30830805.486131
  nChanged 10162
		SP:Iteration 3Q (976.550000 sec): 3 clusters
  Score: Raw -30841447.208952 + Penalty 6080.598973 = -30835366.609980
  nChanged 12019
		SP:Iteration 4F (977.360000 sec): 3 clusters
  Score: Raw -30847879.991385 + Penalty 6080.598973 = -30841799.392413
  nChanged 13471
		SP:Iteration 5F (978.160000 sec): 3 clusters
  Score: Raw -30855948.799423 + Penalty 6080.598973 = -30849868.200450
  nChanged 13696
		SP:Iteration 6F (978.970000 sec): 3 clusters
  Score: Raw -30864163.587126 + Penalty 6080.598973 = -30858082.988154
  nChanged 12689
		SP:Iteration 7F (979.810000 sec): 3 clusters
  Score: Raw -30871552.707201 + Penalty 6080.598973 = -30865472.108228
  nChanged 11428
		SP:Iteration 8F (980.680000 sec): 3 clusters
  Score: Raw -30878135.932463 + Penalty 6080.598973 = -30872055.333490
  nChanged 10320
		SP:Iteration 9Q (981.520000 sec): 3 clusters
  Score: Raw -30884182.636081 + Penalty 6080.598973 = -30878102.037109
  nChanged 9881
		SP:Iteration 10Q (982.310000 sec): 3 clusters
  Score: Raw -30890099.232730 + Penalty 6080.598973 = -30884018.633757
  nChanged 9613
		SP:Iteration 11Q (983.100000 sec): 3 clusters
  Score: Raw -30895859.372908 + Penalty 6080.598973 = -30889778.773935
  nChanged 9145
		SP:Iteration 12Q (983.860000 sec): 3 clusters
  Score: Raw -30901436.373773 + Penalty 6080.598973 = -30895355.774800
  nChanged 8557
		SP:Iteration 13Q (984.610000 sec): 3 clusters
  Score: Raw -30906778.363603 + Penalty 6080.598973 = -30900697.764630
  nChanged 7536
		SP:Iteration 14Q (985.340000 sec): 3 clusters
  Score: Raw -30911507.587369 + Penalty 6080.598973 = -30905426.988397
  nChanged 6277
		SP:Iteration 15Q (986.060000 sec): 3 clusters
  Score: Raw -30915288.862682 + Penalty 6080.598973 = -30909208.263710
  nChanged 4953
		SP:Iteration 16Q (986.750000 sec): 3 clusters
  Score: Raw -30917961.693087 + Penalty 6080.598973 = -30911881.094114
  nChanged 3750
		SP:Iteration 17Q (987.420000 sec): 3 clusters
  Score: Raw -30919634.734725 + Penalty 6080.598973 = -30913554.135752
  nChanged 2752
		SP:Iteration 18Q (988.080000 sec): 3 clusters
  Score: Raw -30920588.706205 + Penalty 6080.598973 = -30914508.107232
  nChanged 2100
		SP:Iteration 19Q (988.730000 sec): 3 clusters
  Score: Raw -30921166.721444 + Penalty 6080.598973 = -30915086.122471
  nChanged 1563
		SP:Iteration 20F (989.520000 sec): 3 clusters
  Score: Raw -30921511.630333 + Penalty 6080.598973 = -30915431.031360
  nChanged 1183
		SP:Iteration 21Q (990.160000 sec): 3 clusters
  Score: Raw -30921731.251564 + Penalty 6080.598973 = -30915650.652592
  nChanged 927
		SP:Iteration 22Q (990.790000 sec): 3 clusters
  Score: Raw -30921873.700064 + Penalty 6080.598973 = -30915793.101091
  nChanged 748
		SP:Iteration 23Q (991.430000 sec): 3 clusters
  Score: Raw -30921969.680815 + Penalty 6080.598973 = -30915889.081842
  nChanged 564
		SP:Iteration 24Q (992.060000 sec): 3 clusters
  Score: Raw -30922030.164532 + Penalty 6080.598973 = -30915949.565560
  nChanged 440
		SP:Iteration 25Q (992.700000 sec): 3 clusters
  Score: Raw -30922069.513083 + Penalty 6080.598973 = -30915988.914111
  nChanged 324
		SP:Iteration 26Q (993.320000 sec): 3 clusters
  Score: Raw -30922096.226233 + Penalty 6080.598973 = -30916015.627260
  nChanged 274
		SP:Iteration 27Q (993.940000 sec): 3 clusters
  Score: Raw -30922116.858720 + Penalty 6080.598973 = -30916036.259747
  nChanged 205
		SP:Iteration 28Q (994.560000 sec): 3 clusters
  Score: Raw -30922131.472541 + Penalty 6080.598973 = -30916050.873568
  nChanged 193
		SP:Iteration 29Q (995.190000 sec): 3 clusters
  Score: Raw -30922144.391186 + Penalty 6080.598973 = -30916063.792213
  nChanged 154
		SP:Iteration 30Q (995.810000 sec): 3 clusters
  Score: Raw -30922152.874208 + Penalty 6080.598973 = -30916072.275236
  nChanged 114
		SP:Iteration 31Q (996.430000 sec): 3 clusters
  Score: Raw -30922158.475521 + Penalty 6080.598973 = -30916077.876548
  nChanged 94
		SP:Iteration 32Q (997.050000 sec): 3 clusters
  Score: Raw -30922162.933755 + Penalty 6080.598973 = -30916082.334782
  nChanged 77
		SP:Iteration 33Q (997.670000 sec): 3 clusters
  Score: Raw -30922166.841651 + Penalty 6080.598973 = -30916086.242679
  nChanged 62
		SP:Iteration 34Q (998.300000 sec): 3 clusters
  Score: Raw -30922169.605870 + Penalty 6080.598973 = -30916089.006897
  nChanged 48
		SP:Iteration 35Q (998.920000 sec): 3 clusters
  Score: Raw -30922171.419995 + Penalty 6080.598973 = -30916090.821023
  nChanged 35
		SP:Iteration 36Q (999.540000 sec): 3 clusters
  Score: Raw -30922172.664160 + Penalty 6080.598973 = -30916092.065187
  nChanged 32
		SP:Iteration 37Q (1000.160000 sec): 3 clusters
  Score: Raw -30922173.865338 + Penalty 6080.598973 = -30916093.266366
  nChanged 29
		SP:Iteration 38Q (1000.780000 sec): 3 clusters
  Score: Raw -30922174.915505 + Penalty 6080.598973 = -30916094.316532
  nChanged 26
		SP:Iteration 39Q (1001.390000 sec): 3 clusters
  Score: Raw -30922175.820660 + Penalty 6080.598973 = -30916095.221687
  nChanged 20
		SP:Iteration 40F (1002.180000 sec): 3 clusters
  Score: Raw -30922176.714929 + Penalty 6080.598973 = -30916096.115957
  nChanged 22
		SP:Iteration 41Q (1002.800000 sec): 3 clusters
  Score: Raw -30922177.569686 + Penalty 6080.598973 = -30916096.970713
  nChanged 19
		SP:Iteration 42Q (1003.410000 sec): 3 clusters
  Score: Raw -30922178.349586 + Penalty 6080.598973 = -30916097.750613
  nChanged 16
		SP:Iteration 43Q (1004.030000 sec): 3 clusters
  Score: Raw -30922178.968775 + Penalty 6080.598973 = -30916098.369802
  nChanged 20
		SP:Iteration 44Q (1004.650000 sec): 3 clusters
  Score: Raw -30922179.516672 + Penalty 6080.598973 = -30916098.917699
  nChanged 15
		SP:Iteration 45Q (1005.280000 sec): 3 clusters
  Score: Raw -30922180.039367 + Penalty 6080.598973 = -30916099.440395
  nChanged 11
		SP:Iteration 46Q (1005.900000 sec): 3 clusters
  Score: Raw -30922180.352723 + Penalty 6080.598973 = -30916099.753751
  nChanged 9
		SP:Iteration 47Q (1006.510000 sec): 3 clusters
  Score: Raw -30922180.606613 + Penalty 6080.598973 = -30916100.007640
  nChanged 6
		SP:Iteration 48Q (1007.130000 sec): 3 clusters
  Score: Raw -30922180.746315 + Penalty 6080.598973 = -30916100.147343
  nChanged 3
		SP:Iteration 49Q (1007.750000 sec): 3 clusters
  Score: Raw -30922180.822256 + Penalty 6080.598973 = -30916100.223283
  nChanged 2
		SP:Iteration 50Q (1008.370000 sec): 3 clusters
  Score: Raw -30922180.864883 + Penalty 6080.598973 = -30916100.265911
  nChanged 1
		SP:Iteration 51Q (1008.990000 sec): 3 clusters
  Score: Raw -30922180.886061 + Penalty 6080.598973 = -30916100.287088
  nChanged 0
		SP:Iteration 52F (1009.770000 sec): 3 clusters
  Score: Raw -30922180.886061 + Penalty 6080.598973 = -30916100.287088
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 27.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1010.190000 sec): 2 clusters
  Score: Raw -17489174.565057 + Penalty 2900.322042 = -17486274.243016
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1010.650000 sec): 3 clusters
  Score: Raw -17411870.661440 + Penalty 5800.644083 = -17406070.017357
  nChanged 56987
		SP:Iteration 1F (1011.100000 sec): 3 clusters
  Score: Raw -17445591.858583 + Penalty 5800.644083 = -17439791.214499
  nChanged 5124
		SP:Iteration 2Q (1011.570000 sec): 3 clusters
  Score: Raw -17447588.070919 + Penalty 5800.644083 = -17441787.426835
  nChanged 6381
		SP:Iteration 3F (1012.020000 sec): 3 clusters
  Score: Raw -17450879.646359 + Penalty 5800.644083 = -17445079.002276
  nChanged 8201
		SP:Iteration 4F (1012.470000 sec): 3 clusters
  Score: Raw -17456545.368479 + Penalty 5800.644083 = -17450744.724396
  nChanged 9739
		SP:Iteration 5F (1012.920000 sec): 3 clusters
  Score: Raw -17464840.025769 + Penalty 5800.644083 = -17459039.381686
  nChanged 9603
		SP:Iteration 6F (1013.370000 sec): 3 clusters
  Score: Raw -17474225.800314 + Penalty 5800.644083 = -17468425.156230
  nChanged 7231
		SP:Iteration 7F (1013.820000 sec): 3 clusters
  Score: Raw -17481530.327021 + Penalty 5800.644083 = -17475729.682937
  nChanged 4144
		SP:Iteration 8Q (1014.240000 sec): 3 clusters
  Score: Raw -17485639.370493 + Penalty 5800.644083 = -17479838.726410
  nChanged 2170
		SP:Iteration 9Q (1014.610000 sec): 3 clusters
  Score: Raw -17487560.265828 + Penalty 5800.644083 = -17481759.621745
  nChanged 1259
		SP:Iteration 10Q (1014.970000 sec): 3 clusters
  Score: Raw -17488518.116370 + Penalty 5800.644083 = -17482717.472287
  nChanged 809
		SP:Iteration 11Q (1015.310000 sec): 3 clusters
  Score: Raw -17488970.464581 + Penalty 5800.644083 = -17483169.820498
  nChanged 523
		SP:Iteration 12Q (1015.650000 sec): 3 clusters
  Score: Raw -17489201.555483 + Penalty 5800.644083 = -17483400.911400
  nChanged 374
		SP:Iteration 13Q (1015.990000 sec): 3 clusters
  Score: Raw -17489358.479909 + Penalty 5800.644083 = -17483557.835826
  nChanged 291
		SP:Iteration 14Q (1016.320000 sec): 3 clusters
  Score: Raw -17489469.811294 + Penalty 5800.644083 = -17483669.167210
  nChanged 234
		SP:Iteration 15Q (1016.650000 sec): 3 clusters
  Score: Raw -17489559.552570 + Penalty 5800.644083 = -17483758.908487
  nChanged 187
		SP:Iteration 16Q (1016.980000 sec): 3 clusters
  Score: Raw -17489622.604959 + Penalty 5800.644083 = -17483821.960876
  nChanged 164
		SP:Iteration 17Q (1017.310000 sec): 3 clusters
  Score: Raw -17489679.005159 + Penalty 5800.644083 = -17483878.361076
  nChanged 161
		SP:Iteration 18Q (1017.640000 sec): 3 clusters
  Score: Raw -17489735.022019 + Penalty 5800.644083 = -17483934.377936
  nChanged 132
		SP:Iteration 19Q (1017.970000 sec): 3 clusters
  Score: Raw -17489781.877158 + Penalty 5800.644083 = -17483981.233075
  nChanged 102
		SP:Iteration 20F (1018.410000 sec): 3 clusters
  Score: Raw -17489821.633104 + Penalty 5800.644083 = -17484020.989021
  nChanged 103
		SP:Iteration 21Q (1018.740000 sec): 3 clusters
  Score: Raw -17489856.796423 + Penalty 5800.644083 = -17484056.152340
  nChanged 81
		SP:Iteration 22Q (1019.060000 sec): 3 clusters
  Score: Raw -17489883.052964 + Penalty 5800.644083 = -17484082.408881
  nChanged 56
		SP:Iteration 23Q (1019.390000 sec): 3 clusters
  Score: Raw -17489899.086478 + Penalty 5800.644083 = -17484098.442395
  nChanged 45
		SP:Iteration 24Q (1019.710000 sec): 3 clusters
  Score: Raw -17489909.459480 + Penalty 5800.644083 = -17484108.815396
  nChanged 48
		SP:Iteration 25Q (1020.030000 sec): 3 clusters
  Score: Raw -17489921.603740 + Penalty 5800.644083 = -17484120.959657
  nChanged 45
		SP:Iteration 26Q (1020.360000 sec): 3 clusters
  Score: Raw -17489932.087586 + Penalty 5800.644083 = -17484131.443503
  nChanged 31
		SP:Iteration 27Q (1020.680000 sec): 3 clusters
  Score: Raw -17489938.121798 + Penalty 5800.644083 = -17484137.477715
  nChanged 28
		SP:Iteration 28Q (1021.010000 sec): 3 clusters
  Score: Raw -17489943.452373 + Penalty 5800.644083 = -17484142.808290
  nChanged 27
		SP:Iteration 29Q (1021.330000 sec): 3 clusters
  Score: Raw -17489949.348339 + Penalty 5800.644083 = -17484148.704256
  nChanged 24
		SP:Iteration 30Q (1021.650000 sec): 3 clusters
  Score: Raw -17489955.892801 + Penalty 5800.644083 = -17484155.248718
  nChanged 19
		SP:Iteration 31Q (1021.980000 sec): 3 clusters
  Score: Raw -17489960.196533 + Penalty 5800.644083 = -17484159.552450
  nChanged 22
		SP:Iteration 32Q (1022.300000 sec): 3 clusters
  Score: Raw -17489966.004690 + Penalty 5800.644083 = -17484165.360607
  nChanged 25
		SP:Iteration 33Q (1022.620000 sec): 3 clusters
  Score: Raw -17489971.139641 + Penalty 5800.644083 = -17484170.495558
  nChanged 19
		SP:Iteration 34Q (1022.940000 sec): 3 clusters
  Score: Raw -17489975.874156 + Penalty 5800.644083 = -17484175.230073
  nChanged 20
		SP:Iteration 35Q (1023.270000 sec): 3 clusters
  Score: Raw -17489980.587565 + Penalty 5800.644083 = -17484179.943482
  nChanged 18
		SP:Iteration 36Q (1023.590000 sec): 3 clusters
  Score: Raw -17489984.316913 + Penalty 5800.644083 = -17484183.672830
  nChanged 12
		SP:Iteration 37Q (1023.910000 sec): 3 clusters
  Score: Raw -17489987.009328 + Penalty 5800.644083 = -17484186.365244
  nChanged 19
		SP:Iteration 38Q (1024.230000 sec): 3 clusters
  Score: Raw -17489991.157826 + Penalty 5800.644083 = -17484190.513743
  nChanged 16
		SP:Iteration 39Q (1024.550000 sec): 3 clusters
  Score: Raw -17489994.326258 + Penalty 5800.644083 = -17484193.682175
  nChanged 17
		SP:Iteration 40F (1024.990000 sec): 3 clusters
  Score: Raw -17489998.282308 + Penalty 5800.644083 = -17484197.638225
  nChanged 17
		SP:Iteration 41Q (1025.320000 sec): 3 clusters
  Score: Raw -17490002.259779 + Penalty 5800.644083 = -17484201.615696
  nChanged 15
		SP:Iteration 42Q (1025.640000 sec): 3 clusters
  Score: Raw -17490006.230575 + Penalty 5800.644083 = -17484205.586492
  nChanged 15
		SP:Iteration 43Q (1025.960000 sec): 3 clusters
  Score: Raw -17490010.675220 + Penalty 5800.644083 = -17484210.031137
  nChanged 14
		SP:Iteration 44Q (1026.290000 sec): 3 clusters
  Score: Raw -17490014.201933 + Penalty 5800.644083 = -17484213.557850
  nChanged 16
		SP:Iteration 45Q (1026.610000 sec): 3 clusters
  Score: Raw -17490017.485642 + Penalty 5800.644083 = -17484216.841558
  nChanged 12
		SP:Iteration 46Q (1026.930000 sec): 3 clusters
  Score: Raw -17490020.512579 + Penalty 5800.644083 = -17484219.868496
  nChanged 5
		SP:Iteration 47Q (1027.250000 sec): 3 clusters
  Score: Raw -17490021.311259 + Penalty 5800.644083 = -17484220.667175
  nChanged 4
		SP:Iteration 48Q (1027.570000 sec): 3 clusters
  Score: Raw -17490022.195033 + Penalty 5800.644083 = -17484221.550950
  nChanged 2
		SP:Iteration 49Q (1027.890000 sec): 3 clusters
  Score: Raw -17490022.654489 + Penalty 5800.644083 = -17484222.010406
  nChanged 0
		SP:Iteration 50F (1028.340000 sec): 3 clusters
  Score: Raw -17490022.654489 + Penalty 5800.644083 = -17484222.010406
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (10792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1028.430000 sec): 2 clusters
  Score: Raw -1639774.611211 + Penalty 2303.066979 = -1637471.544232
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1028.470000 sec): 3 clusters
  Score: Raw -1633930.154395 + Penalty 4606.133957 = -1629324.020438
  nChanged 4541
		SP:Iteration 1F (1028.510000 sec): 3 clusters
  Score: Raw -1636217.169758 + Penalty 4606.133957 = -1631611.035800
  nChanged 641
		SP:Iteration 2F (1028.550000 sec): 3 clusters
  Score: Raw -1636497.881593 + Penalty 4606.133957 = -1631891.747636
  nChanged 501
		SP:Iteration 3Q (1028.590000 sec): 3 clusters
  Score: Raw -1636697.580396 + Penalty 4606.133957 = -1632091.446439
  nChanged 405
		SP:Iteration 4Q (1028.630000 sec): 3 clusters
  Score: Raw -1636850.402439 + Penalty 4606.133957 = -1632244.268481
  nChanged 348
		SP:Iteration 5Q (1028.670000 sec): 3 clusters
  Score: Raw -1636979.525335 + Penalty 4606.133957 = -1632373.391378
  nChanged 311
		SP:Iteration 6Q (1028.710000 sec): 3 clusters
  Score: Raw -1637098.315047 + Penalty 4606.133957 = -1632492.181090
  nChanged 322
		SP:Iteration 7Q (1028.750000 sec): 3 clusters
  Score: Raw -1637229.040064 + Penalty 4606.133957 = -1632622.906106
  nChanged 353
		SP:Iteration 8Q (1028.790000 sec): 3 clusters
  Score: Raw -1637382.280159 + Penalty 4606.133957 = -1632776.146202
  nChanged 399
		SP:Iteration 9Q (1028.830000 sec): 3 clusters
  Score: Raw -1637563.585749 + Penalty 4606.133957 = -1632957.451792
  nChanged 427
		SP:Iteration 10Q (1028.870000 sec): 3 clusters
  Score: Raw -1637779.649810 + Penalty 4606.133957 = -1633173.515852
  nChanged 451
		SP:Iteration 11Q (1028.910000 sec): 3 clusters
  Score: Raw -1638017.200565 + Penalty 4606.133957 = -1633411.066608
  nChanged 433
		SP:Iteration 12Q (1028.940000 sec): 3 clusters
  Score: Raw -1638251.172546 + Penalty 4606.133957 = -1633645.038589
  nChanged 428
		SP:Iteration 13Q (1028.980000 sec): 3 clusters
  Score: Raw -1638498.223465 + Penalty 4606.133957 = -1633892.089507
  nChanged 428
		SP:Iteration 14Q (1029.020000 sec): 3 clusters
  Score: Raw -1638759.302151 + Penalty 4606.133957 = -1634153.168193
  nChanged 418
		SP:Iteration 15Q (1029.060000 sec): 3 clusters
  Score: Raw -1639036.831099 + Penalty 4606.133957 = -1634430.697141
  nChanged 387
		SP:Iteration 16Q (1029.100000 sec): 3 clusters
  Score: Raw -1639304.925826 + Penalty 4606.133957 = -1634698.791868
  nChanged 331
		SP:Iteration 17Q (1029.140000 sec): 3 clusters
  Score: Raw -1639533.211153 + Penalty 4606.133957 = -1634927.077196
  nChanged 265
		SP:Iteration 18Q (1029.180000 sec): 3 clusters
  Score: Raw -1639710.768751 + Penalty 4606.133957 = -1635104.634794
  nChanged 205
		SP:Iteration 19Q (1029.220000 sec): 3 clusters
  Score: Raw -1639845.393744 + Penalty 4606.133957 = -1635239.259786
  nChanged 159
		SP:Iteration 20F (1029.260000 sec): 3 clusters
  Score: Raw -1639956.797658 + Penalty 4606.133957 = -1635350.663700
  nChanged 115
		SP:Iteration 21Q (1029.300000 sec): 3 clusters
  Score: Raw -1640032.122933 + Penalty 4606.133957 = -1635425.988976
  nChanged 89
		SP:Iteration 22Q (1029.340000 sec): 3 clusters
  Score: Raw -1640094.350512 + Penalty 4606.133957 = -1635488.216554
  nChanged 73
		SP:Iteration 23Q (1029.380000 sec): 3 clusters
  Score: Raw -1640141.255873 + Penalty 4606.133957 = -1635535.121916
  nChanged 56
		SP:Iteration 24Q (1029.410000 sec): 3 clusters
  Score: Raw -1640173.527020 + Penalty 4606.133957 = -1635567.393063
  nChanged 34
		SP:Iteration 25Q (1029.450000 sec): 3 clusters
  Score: Raw -1640193.092340 + Penalty 4606.133957 = -1635586.958383
  nChanged 19
		SP:Iteration 26Q (1029.480000 sec): 3 clusters
  Score: Raw -1640206.132400 + Penalty 4606.133957 = -1635599.998443
  nChanged 16
		SP:Iteration 27Q (1029.520000 sec): 3 clusters
  Score: Raw -1640214.742127 + Penalty 4606.133957 = -1635608.608170
  nChanged 10
		SP:Iteration 28Q (1029.560000 sec): 3 clusters
  Score: Raw -1640220.776055 + Penalty 4606.133957 = -1635614.642098
  nChanged 15
		SP:Iteration 29Q (1029.590000 sec): 3 clusters
  Score: Raw -1640229.867803 + Penalty 4606.133957 = -1635623.733846
  nChanged 16
		SP:Iteration 30Q (1029.630000 sec): 3 clusters
  Score: Raw -1640238.336400 + Penalty 4606.133957 = -1635632.202442
  nChanged 10
		SP:Iteration 31Q (1029.660000 sec): 3 clusters
  Score: Raw -1640245.660637 + Penalty 4606.133957 = -1635639.526680
  nChanged 10
		SP:Iteration 32Q (1029.700000 sec): 3 clusters
  Score: Raw -1640250.756923 + Penalty 4606.133957 = -1635644.622966
  nChanged 11
		SP:Iteration 33Q (1029.740000 sec): 3 clusters
  Score: Raw -1640256.674118 + Penalty 4606.133957 = -1635650.540160
  nChanged 7
		SP:Iteration 34Q (1029.770000 sec): 3 clusters
  Score: Raw -1640260.354874 + Penalty 4606.133957 = -1635654.220917
  nChanged 3
		SP:Iteration 35Q (1029.810000 sec): 3 clusters
  Score: Raw -1640262.444175 + Penalty 4606.133957 = -1635656.310217
  nChanged 5
		SP:Iteration 36Q (1029.840000 sec): 3 clusters
  Score: Raw -1640265.778209 + Penalty 4606.133957 = -1635659.644252
  nChanged 4
		SP:Iteration 37Q (1029.880000 sec): 3 clusters
  Score: Raw -1640267.528765 + Penalty 4606.133957 = -1635661.394808
  nChanged 5
		SP:Iteration 38Q (1029.910000 sec): 3 clusters
  Score: Raw -1640269.895299 + Penalty 4606.133957 = -1635663.761342
  nChanged 2
		SP:Iteration 39Q (1029.950000 sec): 3 clusters
  Score: Raw -1640271.422188 + Penalty 4606.133957 = -1635665.288231
  nChanged 4
		SP:Iteration 40F (1029.990000 sec): 3 clusters
  Score: Raw -1640273.129200 + Penalty 4606.133957 = -1635666.995243
  nChanged 2
		SP:Iteration 41Q (1030.020000 sec): 3 clusters
  Score: Raw -1640274.361717 + Penalty 4606.133957 = -1635668.227760
  nChanged 2
		SP:Iteration 42Q (1030.060000 sec): 3 clusters
  Score: Raw -1640275.243146 + Penalty 4606.133957 = -1635669.109188
  nChanged 3
		SP:Iteration 43Q (1030.100000 sec): 3 clusters
  Score: Raw -1640276.315075 + Penalty 4606.133957 = -1635670.181118
  nChanged 2
		SP:Iteration 44Q (1030.130000 sec): 3 clusters
  Score: Raw -1640277.405311 + Penalty 4606.133957 = -1635671.271354
  nChanged 1
		SP:Iteration 45Q (1030.170000 sec): 3 clusters
  Score: Raw -1640277.992642 + Penalty 4606.133957 = -1635671.858684
  nChanged 3
		SP:Iteration 46Q (1030.200000 sec): 3 clusters
  Score: Raw -1640279.561101 + Penalty 4606.133957 = -1635673.427143
  nChanged 2
		SP:Iteration 47Q (1030.240000 sec): 3 clusters
  Score: Raw -1640280.436861 + Penalty 4606.133957 = -1635674.302904
  nChanged 1
		SP:Iteration 48Q (1030.270000 sec): 3 clusters
  Score: Raw -1640281.052259 + Penalty 4606.133957 = -1635674.918301
  nChanged 3
		SP:Iteration 49Q (1030.310000 sec): 3 clusters
  Score: Raw -1640282.329681 + Penalty 4606.133957 = -1635676.195724
  nChanged 1
		SP:Iteration 50Q (1030.340000 sec): 3 clusters
  Score: Raw -1640282.620555 + Penalty 4606.133957 = -1635676.486597
  nChanged 0
		SP:Iteration 51F (1030.380000 sec): 3 clusters
  Score: Raw -1640282.620555 + Penalty 4606.133957 = -1635676.486597
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (6669 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1030.410000 sec): 2 clusters
  Score: Raw -949083.746266 + Penalty 2183.695850 = -946900.050416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1030.430000 sec): 3 clusters
  Score: Raw -945634.755525 + Penalty 4367.391701 = -941267.363824
  nChanged 2702
		SP:Iteration 1F (1030.460000 sec): 3 clusters
  Score: Raw -947202.984963 + Penalty 4367.391701 = -942835.593263
  nChanged 542
		SP:Iteration 2F (1030.480000 sec): 3 clusters
  Score: Raw -947577.544328 + Penalty 4367.391701 = -943210.152628
  nChanged 425
		SP:Iteration 3F (1030.500000 sec): 3 clusters
  Score: Raw -947871.305258 + Penalty 4367.391701 = -943503.913558
  nChanged 359
		SP:Iteration 4F (1030.530000 sec): 3 clusters
  Score: Raw -948121.866120 + Penalty 4367.391701 = -943754.474420
  nChanged 310
		SP:Iteration 5Q (1030.550000 sec): 3 clusters
  Score: Raw -948332.786043 + Penalty 4367.391701 = -943965.394342
  nChanged 292
		SP:Iteration 6Q (1030.580000 sec): 3 clusters
  Score: Raw -948504.555897 + Penalty 4367.391701 = -944137.164196
  nChanged 268
		SP:Iteration 7Q (1030.600000 sec): 3 clusters
  Score: Raw -948666.822626 + Penalty 4367.391701 = -944299.430925
  nChanged 241
		SP:Iteration 8Q (1030.620000 sec): 3 clusters
  Score: Raw -948823.630583 + Penalty 4367.391701 = -944456.238882
  nChanged 231
		SP:Iteration 9Q (1030.650000 sec): 3 clusters
  Score: Raw -948976.597729 + Penalty 4367.391701 = -944609.206029
  nChanged 206
		SP:Iteration 10Q (1030.670000 sec): 3 clusters
  Score: Raw -949124.211956 + Penalty 4367.391701 = -944756.820255
  nChanged 198
		SP:Iteration 11Q (1030.700000 sec): 3 clusters
  Score: Raw -949275.566808 + Penalty 4367.391701 = -944908.175107
  nChanged 174
		SP:Iteration 12Q (1030.720000 sec): 3 clusters
  Score: Raw -949398.069128 + Penalty 4367.391701 = -945030.677427
  nChanged 130
		SP:Iteration 13Q (1030.740000 sec): 3 clusters
  Score: Raw -949486.873879 + Penalty 4367.391701 = -945119.482179
  nChanged 111
		SP:Iteration 14Q (1030.770000 sec): 3 clusters
  Score: Raw -949546.920489 + Penalty 4367.391701 = -945179.528788
  nChanged 87
		SP:Iteration 15Q (1030.790000 sec): 3 clusters
  Score: Raw -949590.039740 + Penalty 4367.391701 = -945222.648040
  nChanged 64
		SP:Iteration 16Q (1030.820000 sec): 3 clusters
  Score: Raw -949624.839655 + Penalty 4367.391701 = -945257.447954
  nChanged 57
		SP:Iteration 17Q (1030.840000 sec): 3 clusters
  Score: Raw -949648.349097 + Penalty 4367.391701 = -945280.957397
  nChanged 39
		SP:Iteration 18Q (1030.860000 sec): 3 clusters
  Score: Raw -949662.472092 + Penalty 4367.391701 = -945295.080391
  nChanged 21
		SP:Iteration 19Q (1030.880000 sec): 3 clusters
  Score: Raw -949670.062991 + Penalty 4367.391701 = -945302.671291
  nChanged 21
		SP:Iteration 20F (1030.910000 sec): 3 clusters
  Score: Raw -949677.923633 + Penalty 4367.391701 = -945310.531932
  nChanged 21
		SP:Iteration 21Q (1030.930000 sec): 3 clusters
  Score: Raw -949686.431948 + Penalty 4367.391701 = -945319.040247
  nChanged 20
		SP:Iteration 22Q (1030.950000 sec): 3 clusters
  Score: Raw -949692.788515 + Penalty 4367.391701 = -945325.396814
  nChanged 15
		SP:Iteration 23Q (1030.980000 sec): 3 clusters
  Score: Raw -949697.740718 + Penalty 4367.391701 = -945330.349017
  nChanged 14
		SP:Iteration 24Q (1031.000000 sec): 3 clusters
  Score: Raw -949702.751078 + Penalty 4367.391701 = -945335.359378
  nChanged 14
		SP:Iteration 25Q (1031.020000 sec): 3 clusters
  Score: Raw -949708.227097 + Penalty 4367.391701 = -945340.835396
  nChanged 7
		SP:Iteration 26Q (1031.040000 sec): 3 clusters
  Score: Raw -949710.232586 + Penalty 4367.391701 = -945342.840885
  nChanged 9
		SP:Iteration 27Q (1031.060000 sec): 3 clusters
  Score: Raw -949712.559929 + Penalty 4367.391701 = -945345.168229
  nChanged 8
		SP:Iteration 28Q (1031.090000 sec): 3 clusters
  Score: Raw -949714.472580 + Penalty 4367.391701 = -945347.080879
  nChanged 10
		SP:Iteration 29Q (1031.110000 sec): 3 clusters
  Score: Raw -949718.182230 + Penalty 4367.391701 = -945350.790529
  nChanged 8
		SP:Iteration 30Q (1031.130000 sec): 3 clusters
  Score: Raw -949720.759275 + Penalty 4367.391701 = -945353.367574
  nChanged 12
		SP:Iteration 31Q (1031.150000 sec): 3 clusters
  Score: Raw -949724.148284 + Penalty 4367.391701 = -945356.756584
  nChanged 9
		SP:Iteration 32Q (1031.180000 sec): 3 clusters
  Score: Raw -949727.192195 + Penalty 4367.391701 = -945359.800494
  nChanged 11
		SP:Iteration 33Q (1031.200000 sec): 3 clusters
  Score: Raw -949730.591176 + Penalty 4367.391701 = -945363.199476
  nChanged 5
		SP:Iteration 34Q (1031.220000 sec): 3 clusters
  Score: Raw -949732.139738 + Penalty 4367.391701 = -945364.748038
  nChanged 4
		SP:Iteration 35Q (1031.240000 sec): 3 clusters
  Score: Raw -949733.054056 + Penalty 4367.391701 = -945365.662355
  nChanged 1
		SP:Iteration 36Q (1031.260000 sec): 3 clusters
  Score: Raw -949733.196912 + Penalty 4367.391701 = -945365.805211
  nChanged 0
		SP:Iteration 37F (1031.290000 sec): 3 clusters
  Score: Raw -949733.196912 + Penalty 4367.391701 = -945365.805211
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1031.300000 sec): 2 clusters
  Score: Raw -41717.255406 + Penalty 1485.883208 = -40231.372198
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1031.300000 sec): 3 clusters
  Score: Raw -41885.415095 + Penalty 2971.766415 = -38913.648679
  nChanged 107
		SP:Iteration 1F (1031.300000 sec): 3 clusters
  Score: Raw -42535.135807 + Penalty 2971.766415 = -39563.369392
  nChanged 31
		SP:Iteration 2F (1031.300000 sec): 3 clusters
  Score: Raw -42784.205606 + Penalty 2971.766415 = -39812.439190
  nChanged 23
		SP:Iteration 3F (1031.300000 sec): 3 clusters
  Score: Raw -42979.207181 + Penalty 2971.766415 = -40007.440765
  nChanged 31
		SP:Iteration 4F (1031.300000 sec): 3 clusters
  Score: Raw -43146.320816 + Penalty 2971.766415 = -40174.554401
  nChanged 19
		SP:Iteration 5Q (1031.300000 sec): 3 clusters
  Score: Raw -43314.440042 + Penalty 2971.766415 = -40342.673627
  nChanged 14
		SP:Iteration 6Q (1031.300000 sec): 3 clusters
  Score: Raw -43442.287600 + Penalty 2971.766415 = -40470.521184
  nChanged 12
		SP:Iteration 7Q (1031.300000 sec): 3 clusters
  Score: Raw -43530.590252 + Penalty 2971.766415 = -40558.823836
  nChanged 9
		SP:Iteration 8Q (1031.310000 sec): 3 clusters
  Score: Raw -43579.015651 + Penalty 2971.766415 = -40607.249236
  nChanged 2
		SP:Iteration 9Q (1031.310000 sec): 3 clusters
  Score: Raw -43586.067273 + Penalty 2971.766415 = -40614.300857
  nChanged 1
		SP:Iteration 10Q (1031.310000 sec): 3 clusters
  Score: Raw -43588.360641 + Penalty 2971.766415 = -40616.594226
  nChanged 0
		SP:Iteration 11F (1031.310000 sec): 3 clusters
  Score: Raw -43590.497855 + Penalty 2971.766415 = -40618.731439
  nChanged 2
		SP:Iteration 12Q (1031.310000 sec): 3 clusters
  Score: Raw -43633.111548 + Penalty 2971.766415 = -40661.345133
  nChanged 1
		SP:Iteration 13Q (1031.310000 sec): 3 clusters
  Score: Raw -43651.108789 + Penalty 2971.766415 = -40679.342373
  nChanged 0
		SP:Iteration 14F (1031.320000 sec): 3 clusters
  Score: Raw -43651.108789 + Penalty 2971.766415 = -40679.342373
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 28.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (28374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1031.420000 sec): 2 clusters
  Score: Raw -4137386.225333 + Penalty 2542.800671 = -4134843.424662
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1031.520000 sec): 3 clusters
  Score: Raw -4120539.217975 + Penalty 5085.601342 = -4115453.616633
  nChanged 12714
		SP:Iteration 1F (1031.630000 sec): 3 clusters
  Score: Raw -4128293.282969 + Penalty 5085.601342 = -4123207.681627
  nChanged 1931
		SP:Iteration 2F (1031.740000 sec): 3 clusters
  Score: Raw -4129592.694533 + Penalty 5085.601342 = -4124507.093191
  nChanged 2026
		SP:Iteration 3F (1031.850000 sec): 3 clusters
  Score: Raw -4130965.518058 + Penalty 5085.601342 = -4125879.916717
  nChanged 2101
		SP:Iteration 4F (1031.960000 sec): 3 clusters
  Score: Raw -4132259.506004 + Penalty 5085.601342 = -4127173.904662
  nChanged 1848
		SP:Iteration 5F (1032.060000 sec): 3 clusters
  Score: Raw -4133299.500618 + Penalty 5085.601342 = -4128213.899276
  nChanged 1477
		SP:Iteration 6F (1032.170000 sec): 3 clusters
  Score: Raw -4134103.128340 + Penalty 5085.601342 = -4129017.526998
  nChanged 1132
		SP:Iteration 7Q (1032.280000 sec): 3 clusters
  Score: Raw -4134727.689142 + Penalty 5085.601342 = -4129642.087800
  nChanged 843
		SP:Iteration 8Q (1032.380000 sec): 3 clusters
  Score: Raw -4135152.851837 + Penalty 5085.601342 = -4130067.250496
  nChanged 599
		SP:Iteration 9Q (1032.490000 sec): 3 clusters
  Score: Raw -4135457.897534 + Penalty 5085.601342 = -4130372.296192
  nChanged 509
		SP:Iteration 10Q (1032.600000 sec): 3 clusters
  Score: Raw -4135703.843809 + Penalty 5085.601342 = -4130618.242467
  nChanged 420
		SP:Iteration 11Q (1032.710000 sec): 3 clusters
  Score: Raw -4135885.729538 + Penalty 5085.601342 = -4130800.128196
  nChanged 392
		SP:Iteration 12Q (1032.820000 sec): 3 clusters
  Score: Raw -4136053.281203 + Penalty 5085.601342 = -4130967.679861
  nChanged 368
		SP:Iteration 13Q (1032.920000 sec): 3 clusters
  Score: Raw -4136240.804962 + Penalty 5085.601342 = -4131155.203620
  nChanged 381
		SP:Iteration 14Q (1033.030000 sec): 3 clusters
  Score: Raw -4136507.232930 + Penalty 5085.601342 = -4131421.631588
  nChanged 369
		SP:Iteration 15Q (1033.140000 sec): 3 clusters
  Score: Raw -4136917.418485 + Penalty 5085.601342 = -4131831.817143
  nChanged 311
		SP:Iteration 16Q (1033.240000 sec): 3 clusters
  Score: Raw -4137397.736044 + Penalty 5085.601342 = -4132312.134703
  nChanged 279
		SP:Iteration 17Q (1033.340000 sec): 3 clusters
  Score: Raw -4137761.538767 + Penalty 5085.601342 = -4132675.937425
  nChanged 307
		SP:Iteration 18Q (1033.430000 sec): 3 clusters
  Score: Raw -4137946.335986 + Penalty 5085.601342 = -4132860.734644
  nChanged 233
		SP:Iteration 19Q (1033.520000 sec): 3 clusters
  Score: Raw -4138036.953940 + Penalty 5085.601342 = -4132951.352598
  nChanged 157
		SP:Iteration 20F (1033.630000 sec): 3 clusters
  Score: Raw -4138084.035884 + Penalty 5085.601342 = -4132998.434542
  nChanged 133
		SP:Iteration 21Q (1033.720000 sec): 3 clusters
  Score: Raw -4138125.249890 + Penalty 5085.601342 = -4133039.648548
  nChanged 113
		SP:Iteration 22Q (1033.800000 sec): 3 clusters
  Score: Raw -4138159.013124 + Penalty 5085.601342 = -4133073.411782
  nChanged 111
		SP:Iteration 23Q (1033.890000 sec): 3 clusters
  Score: Raw -4138191.820669 + Penalty 5085.601342 = -4133106.219328
  nChanged 78
		SP:Iteration 24Q (1033.980000 sec): 3 clusters
  Score: Raw -4138210.162135 + Penalty 5085.601342 = -4133124.560793
  nChanged 70
		SP:Iteration 25Q (1034.060000 sec): 3 clusters
  Score: Raw -4138228.530566 + Penalty 5085.601342 = -4133142.929224
  nChanged 71
		SP:Iteration 26Q (1034.150000 sec): 3 clusters
  Score: Raw -4138248.187354 + Penalty 5085.601342 = -4133162.586012
  nChanged 71
		SP:Iteration 27Q (1034.240000 sec): 3 clusters
  Score: Raw -4138265.470918 + Penalty 5085.601342 = -4133179.869576
  nChanged 58
		SP:Iteration 28Q (1034.320000 sec): 3 clusters
  Score: Raw -4138280.584903 + Penalty 5085.601342 = -4133194.983562
  nChanged 54
		SP:Iteration 29Q (1034.410000 sec): 3 clusters
  Score: Raw -4138295.595579 + Penalty 5085.601342 = -4133209.994237
  nChanged 53
		SP:Iteration 30Q (1034.490000 sec): 3 clusters
  Score: Raw -4138306.847802 + Penalty 5085.601342 = -4133221.246461
  nChanged 43
		SP:Iteration 31Q (1034.580000 sec): 3 clusters
  Score: Raw -4138315.888689 + Penalty 5085.601342 = -4133230.287347
  nChanged 30
		SP:Iteration 32Q (1034.660000 sec): 3 clusters
  Score: Raw -4138322.007135 + Penalty 5085.601342 = -4133236.405793
  nChanged 32
		SP:Iteration 33Q (1034.740000 sec): 3 clusters
  Score: Raw -4138329.149252 + Penalty 5085.601342 = -4133243.547910
  nChanged 32
		SP:Iteration 34Q (1034.820000 sec): 3 clusters
  Score: Raw -4138336.361529 + Penalty 5085.601342 = -4133250.760187
  nChanged 23
		SP:Iteration 35Q (1034.910000 sec): 3 clusters
  Score: Raw -4138340.047482 + Penalty 5085.601342 = -4133254.446140
  nChanged 17
		SP:Iteration 36Q (1034.990000 sec): 3 clusters
  Score: Raw -4138343.038358 + Penalty 5085.601342 = -4133257.437016
  nChanged 16
		SP:Iteration 37Q (1035.080000 sec): 3 clusters
  Score: Raw -4138346.369318 + Penalty 5085.601342 = -4133260.767976
  nChanged 20
		SP:Iteration 38Q (1035.160000 sec): 3 clusters
  Score: Raw -4138351.314511 + Penalty 5085.601342 = -4133265.713169
  nChanged 17
		SP:Iteration 39Q (1035.240000 sec): 3 clusters
  Score: Raw -4138354.098946 + Penalty 5085.601342 = -4133268.497604
  nChanged 9
		SP:Iteration 40F (1035.350000 sec): 3 clusters
  Score: Raw -4138355.024861 + Penalty 5085.601342 = -4133269.423519
  nChanged 8
		SP:Iteration 41Q (1035.430000 sec): 3 clusters
  Score: Raw -4138356.638390 + Penalty 5085.601342 = -4133271.037049
  nChanged 11
		SP:Iteration 42Q (1035.510000 sec): 3 clusters
  Score: Raw -4138359.052762 + Penalty 5085.601342 = -4133273.451420
  nChanged 10
		SP:Iteration 43Q (1035.600000 sec): 3 clusters
  Score: Raw -4138360.552267 + Penalty 5085.601342 = -4133274.950925
  nChanged 7
		SP:Iteration 44Q (1035.680000 sec): 3 clusters
  Score: Raw -4138361.514498 + Penalty 5085.601342 = -4133275.913156
  nChanged 6
		SP:Iteration 45Q (1035.760000 sec): 3 clusters
  Score: Raw -4138362.688012 + Penalty 5085.601342 = -4133277.086670
  nChanged 8
		SP:Iteration 46Q (1035.840000 sec): 3 clusters
  Score: Raw -4138364.141075 + Penalty 5085.601342 = -4133278.539733
  nChanged 7
		SP:Iteration 47Q (1035.930000 sec): 3 clusters
  Score: Raw -4138365.599431 + Penalty 5085.601342 = -4133279.998089
  nChanged 9
		SP:Iteration 48Q (1036.010000 sec): 3 clusters
  Score: Raw -4138367.668805 + Penalty 5085.601342 = -4133282.067463
  nChanged 9
		SP:Iteration 49Q (1036.100000 sec): 3 clusters
  Score: Raw -4138370.144768 + Penalty 5085.601342 = -4133284.543427
  nChanged 8
		SP:Iteration 50Q (1036.180000 sec): 3 clusters
  Score: Raw -4138371.595029 + Penalty 5085.601342 = -4133285.993687
  nChanged 7
		SP:Iteration 51Q (1036.260000 sec): 3 clusters
  Score: Raw -4138372.379127 + Penalty 5085.601342 = -4133286.777785
  nChanged 5
		SP:Iteration 52Q (1036.350000 sec): 3 clusters
  Score: Raw -4138373.055749 + Penalty 5085.601342 = -4133287.454407
  nChanged 2
		SP:Iteration 53Q (1036.430000 sec): 3 clusters
  Score: Raw -4138373.303326 + Penalty 5085.601342 = -4133287.701984
  nChanged 2
		SP:Iteration 54Q (1036.510000 sec): 3 clusters
  Score: Raw -4138373.685316 + Penalty 5085.601342 = -4133288.083974
  nChanged 0
		SP:Iteration 55F (1036.620000 sec): 3 clusters
  Score: Raw -4138373.685316 + Penalty 5085.601342 = -4133288.083974
  nChanged 0
Iteration 59Q (1049.730000 sec): 29 clusters
  Score: Raw -117560327.554733 + Penalty 94491.211284 = -117465836.343448
  nChanged 15378
Iteration 60F (1079.730000 sec): 29 clusters
  Score: Raw -117568710.591581 + Penalty 94491.211284 = -117474219.380296
  nChanged 14018
Iteration 61Q (1087.730000 sec): 29 clusters
  Score: Raw -117574471.978560 + Penalty 94491.211284 = -117479980.767276
  nChanged 11135
Iteration 62Q (1095.570000 sec): 29 clusters
  Score: Raw -117577370.981906 + Penalty 94491.211284 = -117482879.770622
  nChanged 9177
Iteration 63Q (1103.300000 sec): 29 clusters
  Score: Raw -117579349.532512 + Penalty 94491.211284 = -117484858.321227
  nChanged 7687
Iteration 64Q (1110.990000 sec): 29 clusters
  Score: Raw -117580765.110500 + Penalty 94491.211284 = -117486273.899215
  nChanged 6572
Iteration 65Q (1118.630000 sec): 29 clusters
  Score: Raw -117581820.518006 + Penalty 94491.211284 = -117487329.306722
  nChanged 5690
Iteration 66Q (1126.210000 sec): 29 clusters
  Score: Raw -117582708.950746 + Penalty 94491.211284 = -117488217.739461
  nChanged 4975
Iteration 67Q (1133.760000 sec): 29 clusters
  Score: Raw -117583326.243905 + Penalty 94491.211284 = -117488835.032621
  nChanged 4348
Iteration 68Q (1141.250000 sec): 29 clusters
  Score: Raw -117583813.433299 + Penalty 94491.211284 = -117489322.222014
  nChanged 3756
Iteration 69Q (1148.730000 sec): 29 clusters
  Score: Raw -117584205.644969 + Penalty 94491.211284 = -117489714.433685
  nChanged 3288
Iteration 70Q (1156.210000 sec): 29 clusters
  Score: Raw -117584529.543453 + Penalty 94491.211284 = -117490038.332169
  nChanged 2932
Iteration 71Q (1163.670000 sec): 29 clusters
  Score: Raw -117584813.784459 + Penalty 94491.211284 = -117490322.573174
  nChanged 2563
Iteration 72Q (1171.210000 sec): 29 clusters
  Score: Raw -117585085.345258 + Penalty 94491.211284 = -117490594.133974
  nChanged 2299
Iteration 73Q (1178.610000 sec): 29 clusters
  Score: Raw -117585312.547409 + Penalty 94491.211284 = -117490821.336124
  nChanged 2029
Iteration 74Q (1186.000000 sec): 29 clusters
  Score: Raw -117585505.335962 + Penalty 94491.211284 = -117491014.124677
  nChanged 1823
Iteration 75Q (1193.390000 sec): 29 clusters
  Score: Raw -117585674.157199 + Penalty 94491.211284 = -117491182.945914
  nChanged 1737
Iteration 76Q (1200.790000 sec): 29 clusters
  Score: Raw -117585826.194799 + Penalty 94491.211284 = -117491334.983514
  nChanged 1465
Iteration 77Q (1208.210000 sec): 29 clusters
  Score: Raw -117585953.764036 + Penalty 94491.211284 = -117491462.552751
  nChanged 1258
Iteration 78Q (1215.540000 sec): 29 clusters
  Score: Raw -117586060.829859 + Penalty 94491.211284 = -117491569.618574
  nChanged 1158
Iteration 79Q (1222.880000 sec): 29 clusters
  Score: Raw -117586148.466487 + Penalty 94491.211284 = -117491657.255203
  nChanged 1036
Iteration 80F (1252.850000 sec): 29 clusters
  Score: Raw -117587159.124496 + Penalty 94491.211284 = -117492667.913211
  nChanged 1022
Iteration 81Q (1260.360000 sec): 29 clusters
  Score: Raw -117588008.326163 + Penalty 94491.211284 = -117493517.114878
  nChanged 1027
Iteration 82Q (1267.860000 sec): 29 clusters
  Score: Raw -117588309.365632 + Penalty 94491.211284 = -117493818.154348
  nChanged 1046
Iteration 83Q (1275.310000 sec): 29 clusters
  Score: Raw -117588494.811194 + Penalty 94491.211284 = -117494003.599910
  nChanged 955
Iteration 84Q (1282.790000 sec): 29 clusters
  Score: Raw -117588650.143193 + Penalty 94491.211284 = -117494158.931909
  nChanged 1003
Iteration 85Q (1290.230000 sec): 29 clusters
  Score: Raw -117588814.518487 + Penalty 94491.211284 = -117494323.307202
  nChanged 992
Iteration 86Q (1297.690000 sec): 29 clusters
  Score: Raw -117588975.546574 + Penalty 94491.211284 = -117494484.335289
  nChanged 967
Iteration 87Q (1305.260000 sec): 29 clusters
  Score: Raw -117589128.399006 + Penalty 94491.211284 = -117494637.187721
  nChanged 998
Iteration 88Q (1312.740000 sec): 29 clusters
  Score: Raw -117589271.220600 + Penalty 94491.211284 = -117494780.009316
  nChanged 1070
Iteration 89Q (1320.200000 sec): 29 clusters
  Score: Raw -117589436.564155 + Penalty 94491.211284 = -117494945.352871
  nChanged 1059
Iteration 90Q (1327.650000 sec): 29 clusters
  Score: Raw -117589591.384997 + Penalty 94491.211284 = -117495100.173713
  nChanged 986
Iteration 91Q (1335.090000 sec): 29 clusters
  Score: Raw -117589703.655741 + Penalty 94491.211284 = -117495212.444457
  nChanged 946
Iteration 92Q (1342.500000 sec): 29 clusters
  Score: Raw -117589797.979246 + Penalty 94491.211284 = -117495306.767961
  nChanged 840
Iteration 93Q (1349.910000 sec): 29 clusters
  Score: Raw -117589872.906237 + Penalty 94491.211284 = -117495381.694953
  nChanged 721
Iteration 94Q (1357.290000 sec): 29 clusters
  Score: Raw -117589937.001479 + Penalty 94491.211284 = -117495445.790195
  nChanged 707
Iteration 95Q (1364.690000 sec): 29 clusters
  Score: Raw -117589998.059168 + Penalty 94491.211284 = -117495506.847884
  nChanged 662
Iteration 96Q (1372.120000 sec): 29 clusters
  Score: Raw -117590050.836933 + Penalty 94491.211284 = -117495559.625648
  nChanged 572
Iteration 97Q (1379.540000 sec): 29 clusters
  Score: Raw -117590097.680638 + Penalty 94491.211284 = -117495606.469354
  nChanged 518
Iteration 98Q (1386.980000 sec): 29 clusters
  Score: Raw -117590134.869576 + Penalty 94491.211284 = -117495643.658291
  nChanged 497
Writing temp clu file 
Because OldScore, -117495606.469354, is greater than current (better) Score,-117495643.658291 
 Compute initial score before splitting:   Score: Raw -117590134.869576 + Penalty 94491.211284 = -117495643.658291
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (1303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.110000 sec): 2 clusters
  Score: Raw -189869.747365 + Penalty 1778.761295 = -188090.986070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.110000 sec): 3 clusters
  Score: Raw -189499.938567 + Penalty 3557.522590 = -185942.415977
  nChanged 364
		SP:Iteration 1F (1387.120000 sec): 3 clusters
  Score: Raw -189838.503375 + Penalty 3557.522590 = -186280.980785
  nChanged 86
		SP:Iteration 2F (1387.130000 sec): 3 clusters
  Score: Raw -189921.097970 + Penalty 3557.522590 = -186363.575380
  nChanged 48
		SP:Iteration 3Q (1387.130000 sec): 3 clusters
  Score: Raw -189972.820468 + Penalty 3557.522590 = -186415.297878
  nChanged 28
		SP:Iteration 4Q (1387.130000 sec): 3 clusters
  Score: Raw -189999.011213 + Penalty 3557.522590 = -186441.488623
  nChanged 21
		SP:Iteration 5Q (1387.140000 sec): 3 clusters
  Score: Raw -190019.040035 + Penalty 3557.522590 = -186461.517445
  nChanged 15
		SP:Iteration 6Q (1387.150000 sec): 3 clusters
  Score: Raw -190037.198032 + Penalty 3557.522590 = -186479.675442
  nChanged 13
		SP:Iteration 7Q (1387.150000 sec): 3 clusters
  Score: Raw -190049.924868 + Penalty 3557.522590 = -186492.402278
  nChanged 8
		SP:Iteration 8Q (1387.150000 sec): 3 clusters
  Score: Raw -190056.912671 + Penalty 3557.522590 = -186499.390081
  nChanged 7
		SP:Iteration 9Q (1387.160000 sec): 3 clusters
  Score: Raw -190064.117087 + Penalty 3557.522590 = -186506.594497
  nChanged 11
		SP:Iteration 10Q (1387.170000 sec): 3 clusters
  Score: Raw -190074.283857 + Penalty 3557.522590 = -186516.761266
  nChanged 7
		SP:Iteration 11Q (1387.170000 sec): 3 clusters
  Score: Raw -190080.536895 + Penalty 3557.522590 = -186523.014305
  nChanged 5
		SP:Iteration 12Q (1387.170000 sec): 3 clusters
  Score: Raw -190085.543397 + Penalty 3557.522590 = -186528.020807
  nChanged 7
		SP:Iteration 13Q (1387.180000 sec): 3 clusters
  Score: Raw -190095.139933 + Penalty 3557.522590 = -186537.617343
  nChanged 11
		SP:Iteration 14Q (1387.190000 sec): 3 clusters
  Score: Raw -190113.360045 + Penalty 3557.522590 = -186555.837454
  nChanged 13
		SP:Iteration 15Q (1387.190000 sec): 3 clusters
  Score: Raw -190128.346708 + Penalty 3557.522590 = -186570.824118
  nChanged 8
		SP:Iteration 16Q (1387.190000 sec): 3 clusters
  Score: Raw -190140.017044 + Penalty 3557.522590 = -186582.494454
  nChanged 16
		SP:Iteration 17Q (1387.200000 sec): 3 clusters
  Score: Raw -190168.485026 + Penalty 3557.522590 = -186610.962436
  nChanged 27
		SP:Iteration 18Q (1387.210000 sec): 3 clusters
  Score: Raw -190220.177614 + Penalty 3557.522590 = -186662.655024
  nChanged 28
		SP:Iteration 19Q (1387.210000 sec): 3 clusters
  Score: Raw -190272.049084 + Penalty 3557.522590 = -186714.526493
  nChanged 28
		SP:Iteration 20F (1387.210000 sec): 3 clusters
  Score: Raw -190325.124876 + Penalty 3557.522590 = -186767.602286
  nChanged 26
		SP:Iteration 21Q (1387.220000 sec): 3 clusters
  Score: Raw -190382.287756 + Penalty 3557.522590 = -186824.765165
  nChanged 34
		SP:Iteration 22Q (1387.230000 sec): 3 clusters
  Score: Raw -190466.451442 + Penalty 3557.522590 = -186908.928852
  nChanged 36
		SP:Iteration 23Q (1387.230000 sec): 3 clusters
  Score: Raw -190535.697299 + Penalty 3557.522590 = -186978.174708
  nChanged 27
		SP:Iteration 24Q (1387.230000 sec): 3 clusters
  Score: Raw -190584.950035 + Penalty 3557.522590 = -187027.427444
  nChanged 34
		SP:Iteration 25Q (1387.240000 sec): 3 clusters
  Score: Raw -190646.957170 + Penalty 3557.522590 = -187089.434579
  nChanged 33
		SP:Iteration 26Q (1387.240000 sec): 3 clusters
  Score: Raw -190739.401991 + Penalty 3557.522590 = -187181.879401
  nChanged 44
		SP:Iteration 27Q (1387.250000 sec): 3 clusters
  Score: Raw -190874.626790 + Penalty 3557.522590 = -187317.104200
  nChanged 58
		SP:Iteration 28Q (1387.250000 sec): 3 clusters
  Score: Raw -191028.914473 + Penalty 3557.522590 = -187471.391883
  nChanged 56
		SP:Iteration 29Q (1387.260000 sec): 3 clusters
  Score: Raw -191237.228230 + Penalty 3557.522590 = -187679.705640
  nChanged 70
		SP:Iteration 30F (1387.260000 sec): 3 clusters
  Score: Raw -191599.045619 + Penalty 3557.522590 = -188041.523028
  nChanged 63
		SP:Iteration 31Q (1387.270000 sec): 3 clusters
  Score: Raw -192004.566554 + Penalty 3557.522590 = -188447.043964
  nChanged 32
		SP:Iteration 32Q (1387.270000 sec): 3 clusters
  Score: Raw -192351.477161 + Penalty 3557.522590 = -188793.954571
  nChanged 6
		SP:Iteration 33Q (1387.270000 sec): 3 clusters
  Score: Raw -192412.185382 + Penalty 3557.522590 = -188854.662792
  nChanged 2
		SP:Iteration 34Q (1387.280000 sec): 3 clusters
  Score: Raw -192418.138025 + Penalty 3557.522590 = -188860.615434
  nChanged 0
		SP:Iteration 35F (1387.280000 sec): 3 clusters
  Score: Raw -192418.138025 + Penalty 3557.522590 = -188860.615434
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 29.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.290000 sec): 2 clusters
  Score: Raw -181238.716590 + Penalty 1764.059243 = -179474.657347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.290000 sec): 3 clusters
  Score: Raw -180948.861045 + Penalty 3528.118486 = -177420.742559
  nChanged 334
		SP:Iteration 1F (1387.300000 sec): 3 clusters
  Score: Raw -181274.710830 + Penalty 3528.118486 = -177746.592344
  nChanged 70
		SP:Iteration 2F (1387.310000 sec): 3 clusters
  Score: Raw -181379.037235 + Penalty 3528.118486 = -177850.918750
  nChanged 38
		SP:Iteration 3Q (1387.310000 sec): 3 clusters
  Score: Raw -181465.133626 + Penalty 3528.118486 = -177937.015140
  nChanged 40
		SP:Iteration 4Q (1387.310000 sec): 3 clusters
  Score: Raw -181538.748813 + Penalty 3528.118486 = -178010.630327
  nChanged 34
		SP:Iteration 5Q (1387.320000 sec): 3 clusters
  Score: Raw -181582.629389 + Penalty 3528.118486 = -178054.510903
  nChanged 29
		SP:Iteration 6Q (1387.330000 sec): 3 clusters
  Score: Raw -181617.175381 + Penalty 3528.118486 = -178089.056895
  nChanged 23
		SP:Iteration 7Q (1387.330000 sec): 3 clusters
  Score: Raw -181646.971327 + Penalty 3528.118486 = -178118.852841
  nChanged 16
		SP:Iteration 8Q (1387.330000 sec): 3 clusters
  Score: Raw -181674.926611 + Penalty 3528.118486 = -178146.808125
  nChanged 24
		SP:Iteration 9Q (1387.340000 sec): 3 clusters
  Score: Raw -181714.363134 + Penalty 3528.118486 = -178186.244648
  nChanged 23
		SP:Iteration 10Q (1387.340000 sec): 3 clusters
  Score: Raw -181744.024096 + Penalty 3528.118486 = -178215.905610
  nChanged 20
		SP:Iteration 11Q (1387.350000 sec): 3 clusters
  Score: Raw -181769.131009 + Penalty 3528.118486 = -178241.012523
  nChanged 17
		SP:Iteration 12Q (1387.350000 sec): 3 clusters
  Score: Raw -181797.693463 + Penalty 3528.118486 = -178269.574977
  nChanged 21
		SP:Iteration 13Q (1387.360000 sec): 3 clusters
  Score: Raw -181824.757306 + Penalty 3528.118486 = -178296.638820
  nChanged 14
		SP:Iteration 14Q (1387.360000 sec): 3 clusters
  Score: Raw -181851.307830 + Penalty 3528.118486 = -178323.189344
  nChanged 16
		SP:Iteration 15Q (1387.370000 sec): 3 clusters
  Score: Raw -181871.053437 + Penalty 3528.118486 = -178342.934951
  nChanged 11
		SP:Iteration 16Q (1387.370000 sec): 3 clusters
  Score: Raw -181883.086884 + Penalty 3528.118486 = -178354.968398
  nChanged 9
		SP:Iteration 17Q (1387.370000 sec): 3 clusters
  Score: Raw -181901.310286 + Penalty 3528.118486 = -178373.191800
  nChanged 11
		SP:Iteration 18Q (1387.380000 sec): 3 clusters
  Score: Raw -181914.367547 + Penalty 3528.118486 = -178386.249061
  nChanged 10
		SP:Iteration 19Q (1387.380000 sec): 3 clusters
  Score: Raw -181925.426423 + Penalty 3528.118486 = -178397.307937
  nChanged 9
		SP:Iteration 20F (1387.390000 sec): 3 clusters
  Score: Raw -181939.280251 + Penalty 3528.118486 = -178411.161765
  nChanged 4
		SP:Iteration 21Q (1387.390000 sec): 3 clusters
  Score: Raw -181945.299972 + Penalty 3528.118486 = -178417.181486
  nChanged 6
		SP:Iteration 22Q (1387.400000 sec): 3 clusters
  Score: Raw -181953.244351 + Penalty 3528.118486 = -178425.125865
  nChanged 6
		SP:Iteration 23Q (1387.400000 sec): 3 clusters
  Score: Raw -181958.056942 + Penalty 3528.118486 = -178429.938456
  nChanged 5
		SP:Iteration 24Q (1387.410000 sec): 3 clusters
  Score: Raw -181964.242981 + Penalty 3528.118486 = -178436.124495
  nChanged 3
		SP:Iteration 25Q (1387.410000 sec): 3 clusters
  Score: Raw -181969.108619 + Penalty 3528.118486 = -178440.990133
  nChanged 3
		SP:Iteration 26Q (1387.410000 sec): 3 clusters
  Score: Raw -181970.989215 + Penalty 3528.118486 = -178442.870729
  nChanged 2
		SP:Iteration 27Q (1387.420000 sec): 3 clusters
  Score: Raw -181972.526174 + Penalty 3528.118486 = -178444.407688
  nChanged 2
		SP:Iteration 28Q (1387.420000 sec): 3 clusters
  Score: Raw -181975.075346 + Penalty 3528.118486 = -178446.956860
  nChanged 2
		SP:Iteration 29Q (1387.430000 sec): 3 clusters
  Score: Raw -181977.244101 + Penalty 3528.118486 = -178449.125615
  nChanged 3
		SP:Iteration 30Q (1387.430000 sec): 3 clusters
  Score: Raw -181981.258141 + Penalty 3528.118486 = -178453.139655
  nChanged 1
		SP:Iteration 31Q (1387.440000 sec): 3 clusters
  Score: Raw -181983.725850 + Penalty 3528.118486 = -178455.607364
  nChanged 2
		SP:Iteration 32Q (1387.440000 sec): 3 clusters
  Score: Raw -181988.164019 + Penalty 3528.118486 = -178460.045533
  nChanged 0
		SP:Iteration 33F (1387.450000 sec): 3 clusters
  Score: Raw -181988.164019 + Penalty 3528.118486 = -178460.045533
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.450000 sec): 2 clusters
  Score: Raw -19657.883103 + Penalty 1261.723891 = -18396.159212
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.450000 sec): 3 clusters
  Score: Raw -20030.423812 + Penalty 2523.447782 = -17506.976030
  nChanged 19
		SP:Iteration 1F (1387.450000 sec): 3 clusters
  Score: Raw -20106.452655 + Penalty 2523.447782 = -17583.004872
  nChanged 1
		SP:Iteration 2Q (1387.450000 sec): 3 clusters
  Score: Raw -20109.585120 + Penalty 2523.447782 = -17586.137338
  nChanged 1
		SP:Iteration 3Q (1387.450000 sec): 3 clusters
  Score: Raw -20111.547756 + Penalty 2523.447782 = -17588.099974
  nChanged 0
		SP:Iteration 4F (1387.450000 sec): 3 clusters
  Score: Raw -20111.547756 + Penalty 2523.447782 = -17588.099974
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (1722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.460000 sec): 2 clusters
  Score: Raw -252801.940712 + Penalty 1847.907938 = -250954.032775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.470000 sec): 3 clusters
  Score: Raw -252197.418165 + Penalty 3695.815876 = -248501.602289
  nChanged 528
		SP:Iteration 1F (1387.470000 sec): 3 clusters
  Score: Raw -252615.265587 + Penalty 3695.815876 = -248919.449711
  nChanged 108
		SP:Iteration 2F (1387.480000 sec): 3 clusters
  Score: Raw -252710.813907 + Penalty 3695.815876 = -249014.998032
  nChanged 66
		SP:Iteration 3Q (1387.490000 sec): 3 clusters
  Score: Raw -252769.012483 + Penalty 3695.815876 = -249073.196607
  nChanged 43
		SP:Iteration 4Q (1387.490000 sec): 3 clusters
  Score: Raw -252811.139535 + Penalty 3695.815876 = -249115.323660
  nChanged 35
		SP:Iteration 5Q (1387.500000 sec): 3 clusters
  Score: Raw -252848.598906 + Penalty 3695.815876 = -249152.783030
  nChanged 30
		SP:Iteration 6Q (1387.510000 sec): 3 clusters
  Score: Raw -252882.185668 + Penalty 3695.815876 = -249186.369792
  nChanged 31
		SP:Iteration 7Q (1387.510000 sec): 3 clusters
  Score: Raw -252905.783035 + Penalty 3695.815876 = -249209.967160
  nChanged 13
		SP:Iteration 8Q (1387.520000 sec): 3 clusters
  Score: Raw -252916.407796 + Penalty 3695.815876 = -249220.591920
  nChanged 7
		SP:Iteration 9Q (1387.530000 sec): 3 clusters
  Score: Raw -252925.394562 + Penalty 3695.815876 = -249229.578687
  nChanged 11
		SP:Iteration 10Q (1387.530000 sec): 3 clusters
  Score: Raw -252935.454040 + Penalty 3695.815876 = -249239.638164
  nChanged 16
		SP:Iteration 11Q (1387.540000 sec): 3 clusters
  Score: Raw -252950.382177 + Penalty 3695.815876 = -249254.566301
  nChanged 12
		SP:Iteration 12Q (1387.550000 sec): 3 clusters
  Score: Raw -252958.858975 + Penalty 3695.815876 = -249263.043099
  nChanged 9
		SP:Iteration 13Q (1387.550000 sec): 3 clusters
  Score: Raw -252966.065100 + Penalty 3695.815876 = -249270.249224
  nChanged 7
		SP:Iteration 14Q (1387.560000 sec): 3 clusters
  Score: Raw -252971.253974 + Penalty 3695.815876 = -249275.438099
  nChanged 9
		SP:Iteration 15Q (1387.570000 sec): 3 clusters
  Score: Raw -252981.353809 + Penalty 3695.815876 = -249285.537933
  nChanged 11
		SP:Iteration 16Q (1387.570000 sec): 3 clusters
  Score: Raw -252990.981509 + Penalty 3695.815876 = -249295.165633
  nChanged 11
		SP:Iteration 17Q (1387.580000 sec): 3 clusters
  Score: Raw -252997.645740 + Penalty 3695.815876 = -249301.829864
  nChanged 8
		SP:Iteration 18Q (1387.590000 sec): 3 clusters
  Score: Raw -253003.991678 + Penalty 3695.815876 = -249308.175802
  nChanged 7
		SP:Iteration 19Q (1387.590000 sec): 3 clusters
  Score: Raw -253009.600149 + Penalty 3695.815876 = -249313.784274
  nChanged 12
		SP:Iteration 20F (1387.600000 sec): 3 clusters
  Score: Raw -253019.782616 + Penalty 3695.815876 = -249323.966740
  nChanged 10
		SP:Iteration 21Q (1387.610000 sec): 3 clusters
  Score: Raw -253030.196745 + Penalty 3695.815876 = -249334.380869
  nChanged 5
		SP:Iteration 22Q (1387.610000 sec): 3 clusters
  Score: Raw -253033.653931 + Penalty 3695.815876 = -249337.838055
  nChanged 6
		SP:Iteration 23Q (1387.620000 sec): 3 clusters
  Score: Raw -253037.052005 + Penalty 3695.815876 = -249341.236129
  nChanged 5
		SP:Iteration 24Q (1387.630000 sec): 3 clusters
  Score: Raw -253039.225459 + Penalty 3695.815876 = -249343.409584
  nChanged 3
		SP:Iteration 25Q (1387.630000 sec): 3 clusters
  Score: Raw -253041.036654 + Penalty 3695.815876 = -249345.220778
  nChanged 1
		SP:Iteration 26Q (1387.640000 sec): 3 clusters
  Score: Raw -253042.384511 + Penalty 3695.815876 = -249346.568635
  nChanged 2
		SP:Iteration 27Q (1387.650000 sec): 3 clusters
  Score: Raw -253045.337257 + Penalty 3695.815876 = -249349.521382
  nChanged 2
		SP:Iteration 28Q (1387.650000 sec): 3 clusters
  Score: Raw -253046.864998 + Penalty 3695.815876 = -249351.049122
  nChanged 3
		SP:Iteration 29Q (1387.660000 sec): 3 clusters
  Score: Raw -253048.162222 + Penalty 3695.815876 = -249352.346346
  nChanged 0
		SP:Iteration 30F (1387.670000 sec): 3 clusters
  Score: Raw -253048.162222 + Penalty 3695.815876 = -249352.346346
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.670000 sec): 2 clusters
  Score: Raw -74732.100178 + Penalty 1557.538168 = -73174.562010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.670000 sec): 3 clusters
  Score: Raw -74765.250823 + Penalty 3115.076336 = -71650.174487
  nChanged 104
		SP:Iteration 1F (1387.680000 sec): 3 clusters
  Score: Raw -75015.226424 + Penalty 3115.076336 = -71900.150088
  nChanged 38
		SP:Iteration 2F (1387.680000 sec): 3 clusters
  Score: Raw -75140.563684 + Penalty 3115.076336 = -72025.487348
  nChanged 28
		SP:Iteration 3F (1387.680000 sec): 3 clusters
  Score: Raw -75269.071244 + Penalty 3115.076336 = -72153.994908
  nChanged 22
		SP:Iteration 4Q (1387.680000 sec): 3 clusters
  Score: Raw -75414.447062 + Penalty 3115.076336 = -72299.370726
  nChanged 16
		SP:Iteration 5Q (1387.690000 sec): 3 clusters
  Score: Raw -75524.450144 + Penalty 3115.076336 = -72409.373808
  nChanged 13
		SP:Iteration 6Q (1387.690000 sec): 3 clusters
  Score: Raw -75574.158085 + Penalty 3115.076336 = -72459.081749
  nChanged 8
		SP:Iteration 7Q (1387.690000 sec): 3 clusters
  Score: Raw -75597.912816 + Penalty 3115.076336 = -72482.836480
  nChanged 6
		SP:Iteration 8Q (1387.690000 sec): 3 clusters
  Score: Raw -75625.671418 + Penalty 3115.076336 = -72510.595082
  nChanged 3
		SP:Iteration 9Q (1387.690000 sec): 3 clusters
  Score: Raw -75637.477559 + Penalty 3115.076336 = -72522.401223
  nChanged 2
		SP:Iteration 10Q (1387.690000 sec): 3 clusters
  Score: Raw -75650.148358 + Penalty 3115.076336 = -72535.072022
  nChanged 1
		SP:Iteration 11Q (1387.690000 sec): 3 clusters
  Score: Raw -75652.201013 + Penalty 3115.076336 = -72537.124677
  nChanged 1
		SP:Iteration 12Q (1387.700000 sec): 3 clusters
  Score: Raw -75653.515292 + Penalty 3115.076336 = -72538.438956
  nChanged 0
		SP:Iteration 13F (1387.700000 sec): 3 clusters
  Score: Raw -75653.515292 + Penalty 3115.076336 = -72538.438956
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.770000 sec): 2 clusters
  Score: Raw -2390839.066219 + Penalty 2420.241833 = -2388418.824387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.830000 sec): 3 clusters
  Score: Raw -2380920.316850 + Penalty 4840.483665 = -2376079.833185
  nChanged 7456
		SP:Iteration 1F (1387.910000 sec): 3 clusters
  Score: Raw -2384977.357231 + Penalty 4840.483665 = -2380136.873565
  nChanged 1113
		SP:Iteration 2F (1387.970000 sec): 3 clusters
  Score: Raw -2385548.319265 + Penalty 4840.483665 = -2380707.835599
  nChanged 1054
		SP:Iteration 3F (1388.050000 sec): 3 clusters
  Score: Raw -2386133.373628 + Penalty 4840.483665 = -2381292.889963
  nChanged 1002
		SP:Iteration 4F (1388.110000 sec): 3 clusters
  Score: Raw -2386717.731660 + Penalty 4840.483665 = -2381877.247994
  nChanged 987
		SP:Iteration 5F (1388.190000 sec): 3 clusters
  Score: Raw -2387319.872669 + Penalty 4840.483665 = -2382479.389003
  nChanged 935
		SP:Iteration 6F (1388.260000 sec): 3 clusters
  Score: Raw -2387922.786038 + Penalty 4840.483665 = -2383082.302372
  nChanged 889
		SP:Iteration 7F (1388.330000 sec): 3 clusters
  Score: Raw -2388493.386732 + Penalty 4840.483665 = -2383652.903066
  nChanged 783
		SP:Iteration 8Q (1388.400000 sec): 3 clusters
  Score: Raw -2388971.319161 + Penalty 4840.483665 = -2384130.835496
  nChanged 673
		SP:Iteration 9Q (1388.470000 sec): 3 clusters
  Score: Raw -2389332.097728 + Penalty 4840.483665 = -2384491.614062
  nChanged 526
		SP:Iteration 10Q (1388.530000 sec): 3 clusters
  Score: Raw -2389548.036670 + Penalty 4840.483665 = -2384707.553004
  nChanged 372
		SP:Iteration 11Q (1388.600000 sec): 3 clusters
  Score: Raw -2389662.046623 + Penalty 4840.483665 = -2384821.562957
  nChanged 259
		SP:Iteration 12Q (1388.670000 sec): 3 clusters
  Score: Raw -2389731.369710 + Penalty 4840.483665 = -2384890.886044
  nChanged 189
		SP:Iteration 13Q (1388.740000 sec): 3 clusters
  Score: Raw -2389775.082432 + Penalty 4840.483665 = -2384934.598767
  nChanged 149
		SP:Iteration 14Q (1388.810000 sec): 3 clusters
  Score: Raw -2389810.192017 + Penalty 4840.483665 = -2384969.708352
  nChanged 136
		SP:Iteration 15Q (1388.870000 sec): 3 clusters
  Score: Raw -2389843.352918 + Penalty 4840.483665 = -2385002.869253
  nChanged 144
		SP:Iteration 16Q (1388.940000 sec): 3 clusters
  Score: Raw -2389874.122006 + Penalty 4840.483665 = -2385033.638341
  nChanged 117
		SP:Iteration 17Q (1389.010000 sec): 3 clusters
  Score: Raw -2389897.679713 + Penalty 4840.483665 = -2385057.196047
  nChanged 111
		SP:Iteration 18Q (1389.080000 sec): 3 clusters
  Score: Raw -2389918.826190 + Penalty 4840.483665 = -2385078.342524
  nChanged 99
		SP:Iteration 19Q (1389.140000 sec): 3 clusters
  Score: Raw -2389936.277049 + Penalty 4840.483665 = -2385095.793383
  nChanged 74
		SP:Iteration 20F (1389.210000 sec): 3 clusters
  Score: Raw -2389949.907647 + Penalty 4840.483665 = -2385109.423982
  nChanged 78
		SP:Iteration 21Q (1389.280000 sec): 3 clusters
  Score: Raw -2389967.380722 + Penalty 4840.483665 = -2385126.897057
  nChanged 95
		SP:Iteration 22Q (1389.350000 sec): 3 clusters
  Score: Raw -2389988.077485 + Penalty 4840.483665 = -2385147.593820
  nChanged 97
		SP:Iteration 23Q (1389.410000 sec): 3 clusters
  Score: Raw -2390008.539236 + Penalty 4840.483665 = -2385168.055571
  nChanged 91
		SP:Iteration 24Q (1389.480000 sec): 3 clusters
  Score: Raw -2390027.267910 + Penalty 4840.483665 = -2385186.784245
  nChanged 88
		SP:Iteration 25Q (1389.550000 sec): 3 clusters
  Score: Raw -2390044.987131 + Penalty 4840.483665 = -2385204.503465
  nChanged 76
		SP:Iteration 26Q (1389.620000 sec): 3 clusters
  Score: Raw -2390061.133324 + Penalty 4840.483665 = -2385220.649658
  nChanged 88
		SP:Iteration 27Q (1389.680000 sec): 3 clusters
  Score: Raw -2390079.859570 + Penalty 4840.483665 = -2385239.375904
  nChanged 87
		SP:Iteration 28Q (1389.750000 sec): 3 clusters
  Score: Raw -2390095.151377 + Penalty 4840.483665 = -2385254.667712
  nChanged 82
		SP:Iteration 29Q (1389.810000 sec): 3 clusters
  Score: Raw -2390110.289886 + Penalty 4840.483665 = -2385269.806221
  nChanged 72
		SP:Iteration 30Q (1389.880000 sec): 3 clusters
  Score: Raw -2390123.836080 + Penalty 4840.483665 = -2385283.352415
  nChanged 76
		SP:Iteration 31Q (1389.950000 sec): 3 clusters
  Score: Raw -2390138.027748 + Penalty 4840.483665 = -2385297.544083
  nChanged 72
		SP:Iteration 32Q (1390.010000 sec): 3 clusters
  Score: Raw -2390151.769153 + Penalty 4840.483665 = -2385311.285488
  nChanged 62
		SP:Iteration 33Q (1390.090000 sec): 3 clusters
  Score: Raw -2390163.417318 + Penalty 4840.483665 = -2385322.933652
  nChanged 61
		SP:Iteration 34Q (1390.150000 sec): 3 clusters
  Score: Raw -2390174.065060 + Penalty 4840.483665 = -2385333.581394
  nChanged 54
		SP:Iteration 35Q (1390.230000 sec): 3 clusters
  Score: Raw -2390180.810446 + Penalty 4840.483665 = -2385340.326780
  nChanged 41
		SP:Iteration 36Q (1390.300000 sec): 3 clusters
  Score: Raw -2390186.463046 + Penalty 4840.483665 = -2385345.979381
  nChanged 45
		SP:Iteration 37Q (1390.370000 sec): 3 clusters
  Score: Raw -2390193.307073 + Penalty 4840.483665 = -2385352.823408
  nChanged 43
		SP:Iteration 38Q (1390.430000 sec): 3 clusters
  Score: Raw -2390199.143659 + Penalty 4840.483665 = -2385358.659994
  nChanged 38
		SP:Iteration 39Q (1390.500000 sec): 3 clusters
  Score: Raw -2390204.645651 + Penalty 4840.483665 = -2385364.161985
  nChanged 38
		SP:Iteration 40F (1390.570000 sec): 3 clusters
  Score: Raw -2390209.927976 + Penalty 4840.483665 = -2385369.444311
  nChanged 32
		SP:Iteration 41Q (1390.640000 sec): 3 clusters
  Score: Raw -2390213.798028 + Penalty 4840.483665 = -2385373.314362
  nChanged 31
		SP:Iteration 42Q (1390.710000 sec): 3 clusters
  Score: Raw -2390217.504390 + Penalty 4840.483665 = -2385377.020725
  nChanged 37
		SP:Iteration 43Q (1390.780000 sec): 3 clusters
  Score: Raw -2390221.767394 + Penalty 4840.483665 = -2385381.283728
  nChanged 28
		SP:Iteration 44Q (1390.850000 sec): 3 clusters
  Score: Raw -2390225.794094 + Penalty 4840.483665 = -2385385.310429
  nChanged 33
		SP:Iteration 45Q (1390.920000 sec): 3 clusters
  Score: Raw -2390231.741895 + Penalty 4840.483665 = -2385391.258229
  nChanged 42
		SP:Iteration 46Q (1390.990000 sec): 3 clusters
  Score: Raw -2390238.967656 + Penalty 4840.483665 = -2385398.483990
  nChanged 34
		SP:Iteration 47Q (1391.060000 sec): 3 clusters
  Score: Raw -2390243.741206 + Penalty 4840.483665 = -2385403.257541
  nChanged 40
		SP:Iteration 48Q (1391.130000 sec): 3 clusters
  Score: Raw -2390251.082021 + Penalty 4840.483665 = -2385410.598355
  nChanged 41
		SP:Iteration 49Q (1391.190000 sec): 3 clusters
  Score: Raw -2390258.005304 + Penalty 4840.483665 = -2385417.521638
  nChanged 42
		SP:Iteration 50Q (1391.260000 sec): 3 clusters
  Score: Raw -2390264.058748 + Penalty 4840.483665 = -2385423.575082
  nChanged 48
		SP:Iteration 51Q (1391.330000 sec): 3 clusters
  Score: Raw -2390271.460172 + Penalty 4840.483665 = -2385430.976506
  nChanged 40
		SP:Iteration 52Q (1391.390000 sec): 3 clusters
  Score: Raw -2390277.159287 + Penalty 4840.483665 = -2385436.675622
  nChanged 36
		SP:Iteration 53Q (1391.460000 sec): 3 clusters
  Score: Raw -2390282.024977 + Penalty 4840.483665 = -2385441.541311
  nChanged 39
		SP:Iteration 54Q (1391.530000 sec): 3 clusters
  Score: Raw -2390288.106479 + Penalty 4840.483665 = -2385447.622813
  nChanged 37
		SP:Iteration 55Q (1391.600000 sec): 3 clusters
  Score: Raw -2390292.615637 + Penalty 4840.483665 = -2385452.131971
  nChanged 29
		SP:Iteration 56Q (1391.670000 sec): 3 clusters
  Score: Raw -2390296.458454 + Penalty 4840.483665 = -2385455.974789
  nChanged 27
		SP:Iteration 57Q (1391.730000 sec): 3 clusters
  Score: Raw -2390299.665157 + Penalty 4840.483665 = -2385459.181491
  nChanged 22
		SP:Iteration 58Q (1391.800000 sec): 3 clusters
  Score: Raw -2390301.885778 + Penalty 4840.483665 = -2385461.402113
  nChanged 15
		SP:Iteration 59Q (1391.870000 sec): 3 clusters
  Score: Raw -2390303.435826 + Penalty 4840.483665 = -2385462.952161
  nChanged 15
		SP:Iteration 60F (1391.930000 sec): 3 clusters
  Score: Raw -2390305.215109 + Penalty 4840.483665 = -2385464.731444
  nChanged 15
		SP:Iteration 61Q (1392.000000 sec): 3 clusters
  Score: Raw -2390306.878635 + Penalty 4840.483665 = -2385466.394970
  nChanged 21
		SP:Iteration 62Q (1392.070000 sec): 3 clusters
  Score: Raw -2390309.268922 + Penalty 4840.483665 = -2385468.785257
  nChanged 22
		SP:Iteration 63Q (1392.130000 sec): 3 clusters
  Score: Raw -2390312.162755 + Penalty 4840.483665 = -2385471.679090
  nChanged 22
		SP:Iteration 64Q (1392.200000 sec): 3 clusters
  Score: Raw -2390314.183551 + Penalty 4840.483665 = -2385473.699885
  nChanged 20
		SP:Iteration 65Q (1392.270000 sec): 3 clusters
  Score: Raw -2390316.041092 + Penalty 4840.483665 = -2385475.557426
  nChanged 20
		SP:Iteration 66Q (1392.330000 sec): 3 clusters
  Score: Raw -2390317.850510 + Penalty 4840.483665 = -2385477.366845
  nChanged 14
		SP:Iteration 67Q (1392.400000 sec): 3 clusters
  Score: Raw -2390319.308549 + Penalty 4840.483665 = -2385478.824883
  nChanged 15
		SP:Iteration 68Q (1392.470000 sec): 3 clusters
  Score: Raw -2390320.417410 + Penalty 4840.483665 = -2385479.933745
  nChanged 11
		SP:Iteration 69Q (1392.540000 sec): 3 clusters
  Score: Raw -2390321.605445 + Penalty 4840.483665 = -2385481.121780
  nChanged 10
		SP:Iteration 70Q (1392.610000 sec): 3 clusters
  Score: Raw -2390323.021065 + Penalty 4840.483665 = -2385482.537400
  nChanged 15
		SP:Iteration 71Q (1392.670000 sec): 3 clusters
  Score: Raw -2390325.155073 + Penalty 4840.483665 = -2385484.671407
  nChanged 23
		SP:Iteration 72Q (1392.740000 sec): 3 clusters
  Score: Raw -2390328.278873 + Penalty 4840.483665 = -2385487.795208
  nChanged 31
		SP:Iteration 73Q (1392.800000 sec): 3 clusters
  Score: Raw -2390332.665312 + Penalty 4840.483665 = -2385492.181646
  nChanged 44
		SP:Iteration 74Q (1392.870000 sec): 3 clusters
  Score: Raw -2390339.636064 + Penalty 4840.483665 = -2385499.152399
  nChanged 50
		SP:Iteration 75Q (1392.940000 sec): 3 clusters
  Score: Raw -2390347.168771 + Penalty 4840.483665 = -2385506.685105
  nChanged 47
		SP:Iteration 76Q (1393.000000 sec): 3 clusters
  Score: Raw -2390354.380578 + Penalty 4840.483665 = -2385513.896913
  nChanged 55
		SP:Iteration 77Q (1393.070000 sec): 3 clusters
  Score: Raw -2390363.303493 + Penalty 4840.483665 = -2385522.819827
  nChanged 56
		SP:Iteration 78Q (1393.140000 sec): 3 clusters
  Score: Raw -2390371.624402 + Penalty 4840.483665 = -2385531.140737
  nChanged 60
		SP:Iteration 79Q (1393.210000 sec): 3 clusters
  Score: Raw -2390381.670565 + Penalty 4840.483665 = -2385541.186899
  nChanged 60
		SP:Iteration 80F (1393.280000 sec): 3 clusters
  Score: Raw -2390393.434924 + Penalty 4840.483665 = -2385552.951258
  nChanged 86
		SP:Iteration 81Q (1393.340000 sec): 3 clusters
  Score: Raw -2390409.737433 + Penalty 4840.483665 = -2385569.253768
  nChanged 87
		SP:Iteration 82Q (1393.410000 sec): 3 clusters
  Score: Raw -2390426.725481 + Penalty 4840.483665 = -2385586.241815
  nChanged 88
		SP:Iteration 83Q (1393.480000 sec): 3 clusters
  Score: Raw -2390443.368880 + Penalty 4840.483665 = -2385602.885215
  nChanged 64
		SP:Iteration 84Q (1393.540000 sec): 3 clusters
  Score: Raw -2390456.772352 + Penalty 4840.483665 = -2385616.288686
  nChanged 69
		SP:Iteration 85Q (1393.610000 sec): 3 clusters
  Score: Raw -2390470.815352 + Penalty 4840.483665 = -2385630.331686
  nChanged 54
		SP:Iteration 86Q (1393.670000 sec): 3 clusters
  Score: Raw -2390479.655954 + Penalty 4840.483665 = -2385639.172289
  nChanged 47
		SP:Iteration 87Q (1393.740000 sec): 3 clusters
  Score: Raw -2390487.099998 + Penalty 4840.483665 = -2385646.616332
  nChanged 43
		SP:Iteration 88Q (1393.810000 sec): 3 clusters
  Score: Raw -2390494.186141 + Penalty 4840.483665 = -2385653.702475
  nChanged 53
		SP:Iteration 89Q (1393.870000 sec): 3 clusters
  Score: Raw -2390504.598099 + Penalty 4840.483665 = -2385664.114434
  nChanged 50
		SP:Iteration 90Q (1393.940000 sec): 3 clusters
  Score: Raw -2390513.982740 + Penalty 4840.483665 = -2385673.499075
  nChanged 54
		SP:Iteration 91Q (1394.010000 sec): 3 clusters
  Score: Raw -2390525.484477 + Penalty 4840.483665 = -2385685.000812
  nChanged 51
		SP:Iteration 92Q (1394.070000 sec): 3 clusters
  Score: Raw -2390534.222279 + Penalty 4840.483665 = -2385693.738614
  nChanged 48
		SP:Iteration 93Q (1394.140000 sec): 3 clusters
  Score: Raw -2390543.205108 + Penalty 4840.483665 = -2385702.721442
  nChanged 54
		SP:Iteration 94Q (1394.210000 sec): 3 clusters
  Score: Raw -2390551.449945 + Penalty 4840.483665 = -2385710.966279
  nChanged 61
		SP:Iteration 95Q (1394.270000 sec): 3 clusters
  Score: Raw -2390561.201465 + Penalty 4840.483665 = -2385720.717799
  nChanged 54
		SP:Iteration 96Q (1394.330000 sec): 3 clusters
  Score: Raw -2390569.298861 + Penalty 4840.483665 = -2385728.815195
  nChanged 45
		SP:Iteration 97Q (1394.400000 sec): 3 clusters
  Score: Raw -2390575.664925 + Penalty 4840.483665 = -2385735.181259
  nChanged 41
		SP:Iteration 98Q (1394.470000 sec): 3 clusters
  Score: Raw -2390580.794318 + Penalty 4840.483665 = -2385740.310652
  nChanged 39
		SP:Iteration 99Q (1394.530000 sec): 3 clusters
  Score: Raw -2390585.723096 + Penalty 4840.483665 = -2385745.239430
  nChanged 28
		SP:Iteration 100F (1394.600000 sec): 3 clusters
  Score: Raw -2390589.052794 + Penalty 4840.483665 = -2385748.569129
  nChanged 26
		SP:Iteration 101Q (1394.670000 sec): 3 clusters
  Score: Raw -2390593.611184 + Penalty 4840.483665 = -2385753.127519
  nChanged 42
		SP:Iteration 102Q (1394.740000 sec): 3 clusters
  Score: Raw -2390602.121208 + Penalty 4840.483665 = -2385761.637543
  nChanged 53
		SP:Iteration 103Q (1394.800000 sec): 3 clusters
  Score: Raw -2390611.321348 + Penalty 4840.483665 = -2385770.837683
  nChanged 56
		SP:Iteration 104Q (1394.870000 sec): 3 clusters
  Score: Raw -2390620.840683 + Penalty 4840.483665 = -2385780.357017
  nChanged 49
		SP:Iteration 105Q (1394.930000 sec): 3 clusters
  Score: Raw -2390628.126224 + Penalty 4840.483665 = -2385787.642558
  nChanged 41
		SP:Iteration 106Q (1395.000000 sec): 3 clusters
  Score: Raw -2390634.124281 + Penalty 4840.483665 = -2385793.640615
  nChanged 38
		SP:Iteration 107Q (1395.070000 sec): 3 clusters
  Score: Raw -2390639.209285 + Penalty 4840.483665 = -2385798.725619
  nChanged 27
		SP:Iteration 108Q (1395.130000 sec): 3 clusters
  Score: Raw -2390642.473042 + Penalty 4840.483665 = -2385801.989377
  nChanged 22
		SP:Iteration 109Q (1395.200000 sec): 3 clusters
  Score: Raw -2390645.310885 + Penalty 4840.483665 = -2385804.827219
  nChanged 27
		SP:Iteration 110Q (1395.270000 sec): 3 clusters
  Score: Raw -2390648.423845 + Penalty 4840.483665 = -2385807.940179
  nChanged 20
		SP:Iteration 111Q (1395.330000 sec): 3 clusters
  Score: Raw -2390650.485546 + Penalty 4840.483665 = -2385810.001880
  nChanged 14
		SP:Iteration 112Q (1395.390000 sec): 3 clusters
  Score: Raw -2390651.742189 + Penalty 4840.483665 = -2385811.258524
  nChanged 11
		SP:Iteration 113Q (1395.460000 sec): 3 clusters
  Score: Raw -2390652.713884 + Penalty 4840.483665 = -2385812.230218
  nChanged 11
		SP:Iteration 114Q (1395.530000 sec): 3 clusters
  Score: Raw -2390654.022556 + Penalty 4840.483665 = -2385813.538890
  nChanged 9
		SP:Iteration 115Q (1395.590000 sec): 3 clusters
  Score: Raw -2390655.220621 + Penalty 4840.483665 = -2385814.736956
  nChanged 16
		SP:Iteration 116Q (1395.660000 sec): 3 clusters
  Score: Raw -2390657.008570 + Penalty 4840.483665 = -2385816.524904
  nChanged 16
		SP:Iteration 117Q (1395.720000 sec): 3 clusters
  Score: Raw -2390658.693336 + Penalty 4840.483665 = -2385818.209670
  nChanged 23
		SP:Iteration 118Q (1395.790000 sec): 3 clusters
  Score: Raw -2390661.710459 + Penalty 4840.483665 = -2385821.226794
  nChanged 37
		SP:Iteration 119Q (1395.850000 sec): 3 clusters
  Score: Raw -2390668.725975 + Penalty 4840.483665 = -2385828.242310
  nChanged 45
		SP:Iteration 120F (1395.920000 sec): 3 clusters
  Score: Raw -2390676.230059 + Penalty 4840.483665 = -2385835.746393
  nChanged 41
		SP:Iteration 121Q (1395.990000 sec): 3 clusters
  Score: Raw -2390682.606235 + Penalty 4840.483665 = -2385842.122569
  nChanged 38
		SP:Iteration 122Q (1396.050000 sec): 3 clusters
  Score: Raw -2390689.076736 + Penalty 4840.483665 = -2385848.593070
  nChanged 51
		SP:Iteration 123Q (1396.120000 sec): 3 clusters
  Score: Raw -2390698.347392 + Penalty 4840.483665 = -2385857.863727
  nChanged 45
		SP:Iteration 124Q (1396.190000 sec): 3 clusters
  Score: Raw -2390707.547016 + Penalty 4840.483665 = -2385867.063351
  nChanged 55
		SP:Iteration 125Q (1396.250000 sec): 3 clusters
  Score: Raw -2390716.555542 + Penalty 4840.483665 = -2385876.071877
  nChanged 50
		SP:Iteration 126Q (1396.310000 sec): 3 clusters
  Score: Raw -2390723.517900 + Penalty 4840.483665 = -2385883.034235
  nChanged 39
		SP:Iteration 127Q (1396.380000 sec): 3 clusters
  Score: Raw -2390728.809282 + Penalty 4840.483665 = -2385888.325616
  nChanged 33
		SP:Iteration 128Q (1396.450000 sec): 3 clusters
  Score: Raw -2390732.266559 + Penalty 4840.483665 = -2385891.782894
  nChanged 22
		SP:Iteration 129Q (1396.510000 sec): 3 clusters
  Score: Raw -2390734.678350 + Penalty 4840.483665 = -2385894.194684
  nChanged 13
		SP:Iteration 130Q (1396.580000 sec): 3 clusters
  Score: Raw -2390736.389783 + Penalty 4840.483665 = -2385895.906117
  nChanged 15
		SP:Iteration 131Q (1396.650000 sec): 3 clusters
  Score: Raw -2390738.113757 + Penalty 4840.483665 = -2385897.630091
  nChanged 12
		SP:Iteration 132Q (1396.710000 sec): 3 clusters
  Score: Raw -2390739.061354 + Penalty 4840.483665 = -2385898.577689
  nChanged 8
		SP:Iteration 133Q (1396.770000 sec): 3 clusters
  Score: Raw -2390739.995961 + Penalty 4840.483665 = -2385899.512296
  nChanged 8
		SP:Iteration 134Q (1396.840000 sec): 3 clusters
  Score: Raw -2390740.620301 + Penalty 4840.483665 = -2385900.136635
  nChanged 6
		SP:Iteration 135Q (1396.910000 sec): 3 clusters
  Score: Raw -2390741.212557 + Penalty 4840.483665 = -2385900.728892
  nChanged 7
		SP:Iteration 136Q (1396.970000 sec): 3 clusters
  Score: Raw -2390741.747810 + Penalty 4840.483665 = -2385901.264144
  nChanged 3
		SP:Iteration 137Q (1397.030000 sec): 3 clusters
  Score: Raw -2390742.003525 + Penalty 4840.483665 = -2385901.519860
  nChanged 3
		SP:Iteration 138Q (1397.100000 sec): 3 clusters
  Score: Raw -2390742.259683 + Penalty 4840.483665 = -2385901.776018
  nChanged 2
		SP:Iteration 139Q (1397.170000 sec): 3 clusters
  Score: Raw -2390742.491834 + Penalty 4840.483665 = -2385902.008169
  nChanged 3
		SP:Iteration 140F (1397.240000 sec): 3 clusters
  Score: Raw -2390742.620840 + Penalty 4840.483665 = -2385902.137174
  nChanged 3
		SP:Iteration 141Q (1397.310000 sec): 3 clusters
  Score: Raw -2390742.936268 + Penalty 4840.483665 = -2385902.452603
  nChanged 7
		SP:Iteration 142Q (1397.380000 sec): 3 clusters
  Score: Raw -2390743.506837 + Penalty 4840.483665 = -2385903.023172
  nChanged 4
		SP:Iteration 143Q (1397.450000 sec): 3 clusters
  Score: Raw -2390743.816186 + Penalty 4840.483665 = -2385903.332521
  nChanged 7
		SP:Iteration 144Q (1397.510000 sec): 3 clusters
  Score: Raw -2390744.387031 + Penalty 4840.483665 = -2385903.903365
  nChanged 3
		SP:Iteration 145Q (1397.580000 sec): 3 clusters
  Score: Raw -2390744.594856 + Penalty 4840.483665 = -2385904.111191
  nChanged 4
		SP:Iteration 146Q (1397.650000 sec): 3 clusters
  Score: Raw -2390744.893778 + Penalty 4840.483665 = -2385904.410113
  nChanged 1
		SP:Iteration 147Q (1397.720000 sec): 3 clusters
  Score: Raw -2390744.962562 + Penalty 4840.483665 = -2385904.478897
  nChanged 3
		SP:Iteration 148Q (1397.780000 sec): 3 clusters
  Score: Raw -2390745.234666 + Penalty 4840.483665 = -2385904.751000
  nChanged 2
		SP:Iteration 149Q (1397.850000 sec): 3 clusters
  Score: Raw -2390745.464360 + Penalty 4840.483665 = -2385904.980694
  nChanged 1
		SP:Iteration 150Q (1397.920000 sec): 3 clusters
  Score: Raw -2390745.569044 + Penalty 4840.483665 = -2385905.085378
  nChanged 2
		SP:Iteration 151Q (1397.990000 sec): 3 clusters
  Score: Raw -2390745.689544 + Penalty 4840.483665 = -2385905.205879
  nChanged 2
		SP:Iteration 152Q (1398.050000 sec): 3 clusters
  Score: Raw -2390745.784966 + Penalty 4840.483665 = -2385905.301301
  nChanged 0
		SP:Iteration 153F (1398.130000 sec): 3 clusters
  Score: Raw -2390745.784966 + Penalty 4840.483665 = -2385905.301301
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1398.160000 sec): 2 clusters
  Score: Raw -1069811.055681 + Penalty 2205.844218 = -1067605.211463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1398.190000 sec): 3 clusters
  Score: Raw -1066013.165850 + Penalty 4411.688435 = -1061601.477414
  nChanged 2971
		SP:Iteration 1F (1398.220000 sec): 3 clusters
  Score: Raw -1067635.668238 + Penalty 4411.688435 = -1063223.979802
  nChanged 527
		SP:Iteration 2F (1398.250000 sec): 3 clusters
  Score: Raw -1067921.261537 + Penalty 4411.688435 = -1063509.573102
  nChanged 416
		SP:Iteration 3F (1398.270000 sec): 3 clusters
  Score: Raw -1068174.624943 + Penalty 4411.688435 = -1063762.936507
  nChanged 388
		SP:Iteration 4F (1398.310000 sec): 3 clusters
  Score: Raw -1068416.927161 + Penalty 4411.688435 = -1064005.238726
  nChanged 347
		SP:Iteration 5Q (1398.330000 sec): 3 clusters
  Score: Raw -1068647.877843 + Penalty 4411.688435 = -1064236.189408
  nChanged 339
		SP:Iteration 6Q (1398.370000 sec): 3 clusters
  Score: Raw -1068863.029773 + Penalty 4411.688435 = -1064451.341338
  nChanged 316
		SP:Iteration 7Q (1398.390000 sec): 3 clusters
  Score: Raw -1069052.208821 + Penalty 4411.688435 = -1064640.520386
  nChanged 267
		SP:Iteration 8Q (1398.420000 sec): 3 clusters
  Score: Raw -1069186.226203 + Penalty 4411.688435 = -1064774.537767
  nChanged 192
		SP:Iteration 9Q (1398.450000 sec): 3 clusters
  Score: Raw -1069273.446119 + Penalty 4411.688435 = -1064861.757683
  nChanged 174
		SP:Iteration 10Q (1398.480000 sec): 3 clusters
  Score: Raw -1069356.823869 + Penalty 4411.688435 = -1064945.135434
  nChanged 148
		SP:Iteration 11Q (1398.510000 sec): 3 clusters
  Score: Raw -1069424.154231 + Penalty 4411.688435 = -1065012.465796
  nChanged 107
		SP:Iteration 12Q (1398.540000 sec): 3 clusters
  Score: Raw -1069472.792632 + Penalty 4411.688435 = -1065061.104197
  nChanged 105
		SP:Iteration 13Q (1398.570000 sec): 3 clusters
  Score: Raw -1069524.620020 + Penalty 4411.688435 = -1065112.931585
  nChanged 94
		SP:Iteration 14Q (1398.600000 sec): 3 clusters
  Score: Raw -1069572.626107 + Penalty 4411.688435 = -1065160.937672
  nChanged 91
		SP:Iteration 15Q (1398.630000 sec): 3 clusters
  Score: Raw -1069614.516290 + Penalty 4411.688435 = -1065202.827855
  nChanged 70
		SP:Iteration 16Q (1398.660000 sec): 3 clusters
  Score: Raw -1069649.288088 + Penalty 4411.688435 = -1065237.599653
  nChanged 73
		SP:Iteration 17Q (1398.690000 sec): 3 clusters
  Score: Raw -1069687.000236 + Penalty 4411.688435 = -1065275.311801
  nChanged 79
		SP:Iteration 18Q (1398.710000 sec): 3 clusters
  Score: Raw -1069725.663951 + Penalty 4411.688435 = -1065313.975516
  nChanged 74
		SP:Iteration 19Q (1398.740000 sec): 3 clusters
  Score: Raw -1069766.414823 + Penalty 4411.688435 = -1065354.726388
  nChanged 76
		SP:Iteration 20F (1398.770000 sec): 3 clusters
  Score: Raw -1069801.787449 + Penalty 4411.688435 = -1065390.099014
  nChanged 59
		SP:Iteration 21Q (1398.800000 sec): 3 clusters
  Score: Raw -1069834.189748 + Penalty 4411.688435 = -1065422.501312
  nChanged 63
		SP:Iteration 22Q (1398.830000 sec): 3 clusters
  Score: Raw -1069870.757042 + Penalty 4411.688435 = -1065459.068606
  nChanged 55
		SP:Iteration 23Q (1398.850000 sec): 3 clusters
  Score: Raw -1069902.938228 + Penalty 4411.688435 = -1065491.249793
  nChanged 53
		SP:Iteration 24Q (1398.880000 sec): 3 clusters
  Score: Raw -1069935.439916 + Penalty 4411.688435 = -1065523.751480
  nChanged 55
		SP:Iteration 25Q (1398.910000 sec): 3 clusters
  Score: Raw -1069974.632091 + Penalty 4411.688435 = -1065562.943656
  nChanged 56
		SP:Iteration 26Q (1398.930000 sec): 3 clusters
  Score: Raw -1070021.470363 + Penalty 4411.688435 = -1065609.781927
  nChanged 62
		SP:Iteration 27Q (1398.960000 sec): 3 clusters
  Score: Raw -1070087.691772 + Penalty 4411.688435 = -1065676.003336
  nChanged 60
		SP:Iteration 28Q (1398.990000 sec): 3 clusters
  Score: Raw -1070132.414826 + Penalty 4411.688435 = -1065720.726391
  nChanged 55
		SP:Iteration 29Q (1399.010000 sec): 3 clusters
  Score: Raw -1070171.389786 + Penalty 4411.688435 = -1065759.701351
  nChanged 41
		SP:Iteration 30Q (1399.040000 sec): 3 clusters
  Score: Raw -1070194.522452 + Penalty 4411.688435 = -1065782.834017
  nChanged 35
		SP:Iteration 31Q (1399.060000 sec): 3 clusters
  Score: Raw -1070220.137484 + Penalty 4411.688435 = -1065808.449049
  nChanged 26
		SP:Iteration 32Q (1399.090000 sec): 3 clusters
  Score: Raw -1070237.309538 + Penalty 4411.688435 = -1065825.621103
  nChanged 22
		SP:Iteration 33Q (1399.110000 sec): 3 clusters
  Score: Raw -1070249.622369 + Penalty 4411.688435 = -1065837.933934
  nChanged 25
		SP:Iteration 34Q (1399.130000 sec): 3 clusters
  Score: Raw -1070264.627783 + Penalty 4411.688435 = -1065852.939348
  nChanged 15
		SP:Iteration 35Q (1399.160000 sec): 3 clusters
  Score: Raw -1070274.489048 + Penalty 4411.688435 = -1065862.800612
  nChanged 21
		SP:Iteration 36Q (1399.180000 sec): 3 clusters
  Score: Raw -1070289.354758 + Penalty 4411.688435 = -1065877.666322
  nChanged 14
		SP:Iteration 37Q (1399.210000 sec): 3 clusters
  Score: Raw -1070295.756439 + Penalty 4411.688435 = -1065884.068004
  nChanged 12
		SP:Iteration 38Q (1399.230000 sec): 3 clusters
  Score: Raw -1070301.206926 + Penalty 4411.688435 = -1065889.518491
  nChanged 14
		SP:Iteration 39Q (1399.250000 sec): 3 clusters
  Score: Raw -1070306.614211 + Penalty 4411.688435 = -1065894.925775
  nChanged 12
		SP:Iteration 40F (1399.280000 sec): 3 clusters
  Score: Raw -1070310.999791 + Penalty 4411.688435 = -1065899.311356
  nChanged 6
		SP:Iteration 41Q (1399.310000 sec): 3 clusters
  Score: Raw -1070314.035361 + Penalty 4411.688435 = -1065902.346925
  nChanged 9
		SP:Iteration 42Q (1399.330000 sec): 3 clusters
  Score: Raw -1070319.100690 + Penalty 4411.688435 = -1065907.412254
  nChanged 11
		SP:Iteration 43Q (1399.350000 sec): 3 clusters
  Score: Raw -1070324.107993 + Penalty 4411.688435 = -1065912.419558
  nChanged 7
		SP:Iteration 44Q (1399.380000 sec): 3 clusters
  Score: Raw -1070328.568632 + Penalty 4411.688435 = -1065916.880196
  nChanged 6
		SP:Iteration 45Q (1399.400000 sec): 3 clusters
  Score: Raw -1070332.856731 + Penalty 4411.688435 = -1065921.168295
  nChanged 11
		SP:Iteration 46Q (1399.430000 sec): 3 clusters
  Score: Raw -1070340.854692 + Penalty 4411.688435 = -1065929.166257
  nChanged 17
		SP:Iteration 47Q (1399.450000 sec): 3 clusters
  Score: Raw -1070351.140235 + Penalty 4411.688435 = -1065939.451800
  nChanged 18
		SP:Iteration 48Q (1399.470000 sec): 3 clusters
  Score: Raw -1070358.707690 + Penalty 4411.688435 = -1065947.019255
  nChanged 9
		SP:Iteration 49Q (1399.500000 sec): 3 clusters
  Score: Raw -1070364.017563 + Penalty 4411.688435 = -1065952.329127
  nChanged 8
		SP:Iteration 50Q (1399.520000 sec): 3 clusters
  Score: Raw -1070368.227487 + Penalty 4411.688435 = -1065956.539052
  nChanged 8
		SP:Iteration 51Q (1399.540000 sec): 3 clusters
  Score: Raw -1070372.173405 + Penalty 4411.688435 = -1065960.484969
  nChanged 5
		SP:Iteration 52Q (1399.570000 sec): 3 clusters
  Score: Raw -1070374.169181 + Penalty 4411.688435 = -1065962.480745
  nChanged 3
		SP:Iteration 53Q (1399.590000 sec): 3 clusters
  Score: Raw -1070375.278623 + Penalty 4411.688435 = -1065963.590188
  nChanged 3
		SP:Iteration 54Q (1399.610000 sec): 3 clusters
  Score: Raw -1070376.795834 + Penalty 4411.688435 = -1065965.107399
  nChanged 4
		SP:Iteration 55Q (1399.640000 sec): 3 clusters
  Score: Raw -1070378.662887 + Penalty 4411.688435 = -1065966.974451
  nChanged 6
		SP:Iteration 56Q (1399.660000 sec): 3 clusters
  Score: Raw -1070382.030517 + Penalty 4411.688435 = -1065970.342081
  nChanged 5
		SP:Iteration 57Q (1399.680000 sec): 3 clusters
  Score: Raw -1070384.314597 + Penalty 4411.688435 = -1065972.626162
  nChanged 5
		SP:Iteration 58Q (1399.710000 sec): 3 clusters
  Score: Raw -1070386.288859 + Penalty 4411.688435 = -1065974.600423
  nChanged 2
		SP:Iteration 59Q (1399.730000 sec): 3 clusters
  Score: Raw -1070387.576103 + Penalty 4411.688435 = -1065975.887667
  nChanged 4
		SP:Iteration 60F (1399.760000 sec): 3 clusters
  Score: Raw -1070388.883792 + Penalty 4411.688435 = -1065977.195357
  nChanged 2
		SP:Iteration 61Q (1399.780000 sec): 3 clusters
  Score: Raw -1070389.738426 + Penalty 4411.688435 = -1065978.049990
  nChanged 0
		SP:Iteration 62F (1399.810000 sec): 3 clusters
  Score: Raw -1070389.738426 + Penalty 4411.688435 = -1065978.049990
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (114663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1400.220000 sec): 2 clusters
  Score: Raw -17118507.355092 + Penalty 2889.138662 = -17115618.216430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1400.680000 sec): 3 clusters
  Score: Raw -17044602.106327 + Penalty 5778.277325 = -17038823.829002
  nChanged 54488
		SP:Iteration 1F (1401.130000 sec): 3 clusters
  Score: Raw -17075767.150182 + Penalty 5778.277325 = -17069988.872858
  nChanged 3489
		SP:Iteration 2Q (1401.590000 sec): 3 clusters
  Score: Raw -17076640.540603 + Penalty 5778.277325 = -17070862.263278
  nChanged 3861
		SP:Iteration 3Q (1402.050000 sec): 3 clusters
  Score: Raw -17078075.021595 + Penalty 5778.277325 = -17072296.744270
  nChanged 5047
		SP:Iteration 4Q (1402.520000 sec): 3 clusters
  Score: Raw -17080943.526094 + Penalty 5778.277325 = -17075165.248769
  nChanged 6847
		SP:Iteration 5F (1402.980000 sec): 3 clusters
  Score: Raw -17086112.586224 + Penalty 5778.277325 = -17080334.308900
  nChanged 8752
		SP:Iteration 6F (1403.430000 sec): 3 clusters
  Score: Raw -17093191.280684 + Penalty 5778.277325 = -17087413.003359
  nChanged 9301
		SP:Iteration 7F (1403.880000 sec): 3 clusters
  Score: Raw -17100161.462742 + Penalty 5778.277325 = -17094383.185418
  nChanged 8189
		SP:Iteration 8F (1404.330000 sec): 3 clusters
  Score: Raw -17105369.600975 + Penalty 5778.277325 = -17099591.323651
  nChanged 6347
		SP:Iteration 9F (1404.800000 sec): 3 clusters
  Score: Raw -17108615.194197 + Penalty 5778.277325 = -17102836.916872
  nChanged 4670
		SP:Iteration 10Q (1405.270000 sec): 3 clusters
  Score: Raw -17110836.283182 + Penalty 5778.277325 = -17105058.005858
  nChanged 3856
		SP:Iteration 11Q (1405.730000 sec): 3 clusters
  Score: Raw -17112629.279441 + Penalty 5778.277325 = -17106851.002116
  nChanged 3474
		SP:Iteration 12Q (1406.170000 sec): 3 clusters
  Score: Raw -17114089.796124 + Penalty 5778.277325 = -17108311.518799
  nChanged 3163
		SP:Iteration 13Q (1406.620000 sec): 3 clusters
  Score: Raw -17115291.143718 + Penalty 5778.277325 = -17109512.866394
  nChanged 2991
		SP:Iteration 14Q (1407.060000 sec): 3 clusters
  Score: Raw -17116370.013461 + Penalty 5778.277325 = -17110591.736136
  nChanged 2659
		SP:Iteration 15Q (1407.490000 sec): 3 clusters
  Score: Raw -17117226.232472 + Penalty 5778.277325 = -17111447.955148
  nChanged 2416
		SP:Iteration 16Q (1407.930000 sec): 3 clusters
  Score: Raw -17117942.529289 + Penalty 5778.277325 = -17112164.251964
  nChanged 2177
		SP:Iteration 17Q (1408.350000 sec): 3 clusters
  Score: Raw -17118519.106902 + Penalty 5778.277325 = -17112740.829577
  nChanged 1905
		SP:Iteration 18Q (1408.770000 sec): 3 clusters
  Score: Raw -17118994.089170 + Penalty 5778.277325 = -17113215.811846
  nChanged 1704
		SP:Iteration 19Q (1409.190000 sec): 3 clusters
  Score: Raw -17119383.970015 + Penalty 5778.277325 = -17113605.692690
  nChanged 1481
		SP:Iteration 20F (1409.650000 sec): 3 clusters
  Score: Raw -17119681.837907 + Penalty 5778.277325 = -17113903.560583
  nChanged 1279
		SP:Iteration 21Q (1410.070000 sec): 3 clusters
  Score: Raw -17119916.029583 + Penalty 5778.277325 = -17114137.752258
  nChanged 1100
		SP:Iteration 22Q (1410.480000 sec): 3 clusters
  Score: Raw -17120104.762380 + Penalty 5778.277325 = -17114326.485055
  nChanged 986
		SP:Iteration 23Q (1410.890000 sec): 3 clusters
  Score: Raw -17120256.948918 + Penalty 5778.277325 = -17114478.671594
  nChanged 872
		SP:Iteration 24Q (1411.300000 sec): 3 clusters
  Score: Raw -17120389.771128 + Penalty 5778.277325 = -17114611.493804
  nChanged 803
		SP:Iteration 25Q (1411.700000 sec): 3 clusters
  Score: Raw -17120510.461969 + Penalty 5778.277325 = -17114732.184644
  nChanged 766
		SP:Iteration 26Q (1412.110000 sec): 3 clusters
  Score: Raw -17120623.014010 + Penalty 5778.277325 = -17114844.736685
  nChanged 666
		SP:Iteration 27Q (1412.530000 sec): 3 clusters
  Score: Raw -17120714.739840 + Penalty 5778.277325 = -17114936.462515
  nChanged 591
		SP:Iteration 28Q (1412.940000 sec): 3 clusters
  Score: Raw -17120789.717265 + Penalty 5778.277325 = -17115011.439941
  nChanged 551
		SP:Iteration 29Q (1413.340000 sec): 3 clusters
  Score: Raw -17120858.355031 + Penalty 5778.277325 = -17115080.077707
  nChanged 538
		SP:Iteration 30Q (1413.740000 sec): 3 clusters
  Score: Raw -17120924.762814 + Penalty 5778.277325 = -17115146.485489
  nChanged 512
		SP:Iteration 31Q (1414.130000 sec): 3 clusters
  Score: Raw -17120985.881841 + Penalty 5778.277325 = -17115207.604517
  nChanged 463
		SP:Iteration 32Q (1414.530000 sec): 3 clusters
  Score: Raw -17121035.855414 + Penalty 5778.277325 = -17115257.578090
  nChanged 371
		SP:Iteration 33Q (1414.920000 sec): 3 clusters
  Score: Raw -17121071.803879 + Penalty 5778.277325 = -17115293.526555
  nChanged 371
		SP:Iteration 34Q (1415.290000 sec): 3 clusters
  Score: Raw -17121110.016766 + Penalty 5778.277325 = -17115331.739441
  nChanged 396
		SP:Iteration 35Q (1415.660000 sec): 3 clusters
  Score: Raw -17121149.897544 + Penalty 5778.277325 = -17115371.620219
  nChanged 376
		SP:Iteration 36Q (1416.030000 sec): 3 clusters
  Score: Raw -17121185.340100 + Penalty 5778.277325 = -17115407.062775
  nChanged 323
		SP:Iteration 37Q (1416.400000 sec): 3 clusters
  Score: Raw -17121212.990342 + Penalty 5778.277325 = -17115434.713018
  nChanged 279
		SP:Iteration 38Q (1416.780000 sec): 3 clusters
  Score: Raw -17121234.978962 + Penalty 5778.277325 = -17115456.701637
  nChanged 268
		SP:Iteration 39Q (1417.140000 sec): 3 clusters
  Score: Raw -17121255.164318 + Penalty 5778.277325 = -17115476.886994
  nChanged 250
		SP:Iteration 40F (1417.570000 sec): 3 clusters
  Score: Raw -17121273.877165 + Penalty 5778.277325 = -17115495.599841
  nChanged 234
		SP:Iteration 41Q (1417.940000 sec): 3 clusters
  Score: Raw -17121291.172697 + Penalty 5778.277325 = -17115512.895372
  nChanged 190
		SP:Iteration 42Q (1418.310000 sec): 3 clusters
  Score: Raw -17121303.220723 + Penalty 5778.277325 = -17115524.943398
  nChanged 171
		SP:Iteration 43Q (1418.680000 sec): 3 clusters
  Score: Raw -17121313.880513 + Penalty 5778.277325 = -17115535.603188
  nChanged 171
		SP:Iteration 44Q (1419.040000 sec): 3 clusters
  Score: Raw -17121324.609908 + Penalty 5778.277325 = -17115546.332584
  nChanged 156
		SP:Iteration 45Q (1419.400000 sec): 3 clusters
  Score: Raw -17121333.081222 + Penalty 5778.277325 = -17115554.803898
  nChanged 130
		SP:Iteration 46Q (1419.770000 sec): 3 clusters
  Score: Raw -17121339.641746 + Penalty 5778.277325 = -17115561.364422
  nChanged 115
		SP:Iteration 47Q (1420.130000 sec): 3 clusters
  Score: Raw -17121347.288161 + Penalty 5778.277325 = -17115569.010836
  nChanged 135
		SP:Iteration 48Q (1420.500000 sec): 3 clusters
  Score: Raw -17121355.631877 + Penalty 5778.277325 = -17115577.354552
  nChanged 129
		SP:Iteration 49Q (1420.860000 sec): 3 clusters
  Score: Raw -17121363.084651 + Penalty 5778.277325 = -17115584.807327
  nChanged 132
		SP:Iteration 50Q (1421.230000 sec): 3 clusters
  Score: Raw -17121371.119482 + Penalty 5778.277325 = -17115592.842157
  nChanged 119
		SP:Iteration 51Q (1421.590000 sec): 3 clusters
  Score: Raw -17121378.598283 + Penalty 5778.277325 = -17115600.320958
  nChanged 122
		SP:Iteration 52Q (1421.960000 sec): 3 clusters
  Score: Raw -17121385.529663 + Penalty 5778.277325 = -17115607.252339
  nChanged 105
		SP:Iteration 53Q (1422.320000 sec): 3 clusters
  Score: Raw -17121391.559976 + Penalty 5778.277325 = -17115613.282652
  nChanged 81
		SP:Iteration 54Q (1422.680000 sec): 3 clusters
  Score: Raw -17121396.380420 + Penalty 5778.277325 = -17115618.103095
  nChanged 82
		SP:Iteration 55Q (1423.040000 sec): 3 clusters
  Score: Raw -17121400.895815 + Penalty 5778.277325 = -17115622.618490
  nChanged 82
		SP:Iteration 56Q (1423.410000 sec): 3 clusters
  Score: Raw -17121404.904111 + Penalty 5778.277325 = -17115626.626786
  nChanged 70
		SP:Iteration 57Q (1423.770000 sec): 3 clusters
  Score: Raw -17121407.744750 + Penalty 5778.277325 = -17115629.467426
  nChanged 64
		SP:Iteration 58Q (1424.140000 sec): 3 clusters
  Score: Raw -17121410.686414 + Penalty 5778.277325 = -17115632.409089
  nChanged 58
		SP:Iteration 59Q (1424.500000 sec): 3 clusters
  Score: Raw -17121413.674842 + Penalty 5778.277325 = -17115635.397517
  nChanged 63
		SP:Iteration 60F (1424.930000 sec): 3 clusters
  Score: Raw -17121417.307594 + Penalty 5778.277325 = -17115639.030269
  nChanged 63
		SP:Iteration 61Q (1425.290000 sec): 3 clusters
  Score: Raw -17121420.809458 + Penalty 5778.277325 = -17115642.532133
  nChanged 67
		SP:Iteration 62Q (1425.650000 sec): 3 clusters
  Score: Raw -17121424.545507 + Penalty 5778.277325 = -17115646.268183
  nChanged 59
		SP:Iteration 63Q (1426.020000 sec): 3 clusters
  Score: Raw -17121427.542469 + Penalty 5778.277325 = -17115649.265144
  nChanged 50
		SP:Iteration 64Q (1426.380000 sec): 3 clusters
  Score: Raw -17121430.191868 + Penalty 5778.277325 = -17115651.914543
  nChanged 56
		SP:Iteration 65Q (1426.740000 sec): 3 clusters
  Score: Raw -17121432.852649 + Penalty 5778.277325 = -17115654.575324
  nChanged 65
		SP:Iteration 66Q (1427.100000 sec): 3 clusters
  Score: Raw -17121436.140022 + Penalty 5778.277325 = -17115657.862697
  nChanged 55
		SP:Iteration 67Q (1427.500000 sec): 3 clusters
  Score: Raw -17121439.071068 + Penalty 5778.277325 = -17115660.793744
  nChanged 60
		SP:Iteration 68Q (1427.890000 sec): 3 clusters
  Score: Raw -17121442.316846 + Penalty 5778.277325 = -17115664.039521
  nChanged 66
		SP:Iteration 69Q (1428.280000 sec): 3 clusters
  Score: Raw -17121445.707181 + Penalty 5778.277325 = -17115667.429856
  nChanged 57
		SP:Iteration 70Q (1428.660000 sec): 3 clusters
  Score: Raw -17121448.287208 + Penalty 5778.277325 = -17115670.009883
  nChanged 49
		SP:Iteration 71Q (1429.050000 sec): 3 clusters
  Score: Raw -17121450.498311 + Penalty 5778.277325 = -17115672.220986
  nChanged 45
		SP:Iteration 72Q (1429.440000 sec): 3 clusters
  Score: Raw -17121452.217879 + Penalty 5778.277325 = -17115673.940554
  nChanged 30
		SP:Iteration 73Q (1429.830000 sec): 3 clusters
  Score: Raw -17121453.263918 + Penalty 5778.277325 = -17115674.986593
  nChanged 17
		SP:Iteration 74Q (1430.220000 sec): 3 clusters
  Score: Raw -17121453.854281 + Penalty 5778.277325 = -17115675.576956
  nChanged 15
		SP:Iteration 75Q (1430.600000 sec): 3 clusters
  Score: Raw -17121454.371641 + Penalty 5778.277325 = -17115676.094316
  nChanged 17
		SP:Iteration 76Q (1431.000000 sec): 3 clusters
  Score: Raw -17121454.929969 + Penalty 5778.277325 = -17115676.652644
  nChanged 13
		SP:Iteration 77Q (1431.390000 sec): 3 clusters
  Score: Raw -17121455.415715 + Penalty 5778.277325 = -17115677.138390
  nChanged 16
		SP:Iteration 78Q (1431.770000 sec): 3 clusters
  Score: Raw -17121455.968497 + Penalty 5778.277325 = -17115677.691172
  nChanged 10
		SP:Iteration 79Q (1432.150000 sec): 3 clusters
  Score: Raw -17121456.255331 + Penalty 5778.277325 = -17115677.978007
  nChanged 12
		SP:Iteration 80F (1432.610000 sec): 3 clusters
  Score: Raw -17121456.604990 + Penalty 5778.277325 = -17115678.327665
  nChanged 6
		SP:Iteration 81Q (1432.990000 sec): 3 clusters
  Score: Raw -17121456.750669 + Penalty 5778.277325 = -17115678.473345
  nChanged 8
		SP:Iteration 82Q (1433.350000 sec): 3 clusters
  Score: Raw -17121457.038502 + Penalty 5778.277325 = -17115678.761178
  nChanged 10
		SP:Iteration 83Q (1433.700000 sec): 3 clusters
  Score: Raw -17121457.332722 + Penalty 5778.277325 = -17115679.055397
  nChanged 9
		SP:Iteration 84Q (1434.060000 sec): 3 clusters
  Score: Raw -17121457.616549 + Penalty 5778.277325 = -17115679.339225
  nChanged 5
		SP:Iteration 85Q (1434.420000 sec): 3 clusters
  Score: Raw -17121457.745839 + Penalty 5778.277325 = -17115679.468514
  nChanged 3
		SP:Iteration 86Q (1434.780000 sec): 3 clusters
  Score: Raw -17121457.817780 + Penalty 5778.277325 = -17115679.540455
  nChanged 5
		SP:Iteration 87Q (1435.140000 sec): 3 clusters
  Score: Raw -17121457.911559 + Penalty 5778.277325 = -17115679.634235
  nChanged 3
		SP:Iteration 88Q (1435.500000 sec): 3 clusters
  Score: Raw -17121457.993297 + Penalty 5778.277325 = -17115679.715973
  nChanged 4
		SP:Iteration 89Q (1435.870000 sec): 3 clusters
  Score: Raw -17121458.123015 + Penalty 5778.277325 = -17115679.845690
  nChanged 2
		SP:Iteration 90Q (1436.260000 sec): 3 clusters
  Score: Raw -17121458.182298 + Penalty 5778.277325 = -17115679.904973
  nChanged 2
		SP:Iteration 91Q (1436.650000 sec): 3 clusters
  Score: Raw -17121458.217123 + Penalty 5778.277325 = -17115679.939799
  nChanged 2
		SP:Iteration 92Q (1437.040000 sec): 3 clusters
  Score: Raw -17121458.244876 + Penalty 5778.277325 = -17115679.967552
  nChanged 2
		SP:Iteration 93Q (1437.420000 sec): 3 clusters
  Score: Raw -17121458.308843 + Penalty 5778.277325 = -17115680.031518
  nChanged 4
		SP:Iteration 94Q (1437.810000 sec): 3 clusters
  Score: Raw -17121458.407222 + Penalty 5778.277325 = -17115680.129897
  nChanged 0
		SP:Iteration 95F (1438.280000 sec): 3 clusters
  Score: Raw -17121458.407222 + Penalty 5778.277325 = -17115680.129897
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 30.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1438.330000 sec): 2 clusters
  Score: Raw -50292.930454 + Penalty 1520.004452 = -48772.926002
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1438.330000 sec): 3 clusters
  Score: Raw -50672.929926 + Penalty 3040.008904 = -47632.921022
  nChanged 127
		SP:Iteration 1F (1438.330000 sec): 3 clusters
  Score: Raw -51278.074469 + Penalty 3040.008904 = -48238.065565
  nChanged 66
		SP:Iteration 2F (1438.340000 sec): 3 clusters
  Score: Raw -51917.642844 + Penalty 3040.008904 = -48877.633939
  nChanged 24
		SP:Iteration 3F (1438.340000 sec): 3 clusters
  Score: Raw -52251.642886 + Penalty 3040.008904 = -49211.633982
  nChanged 21
		SP:Iteration 4Q (1438.340000 sec): 3 clusters
  Score: Raw -52407.297062 + Penalty 3040.008904 = -49367.288158
  nChanged 8
		SP:Iteration 5Q (1438.340000 sec): 3 clusters
  Score: Raw -52475.336299 + Penalty 3040.008904 = -49435.327395
  nChanged 2
		SP:Iteration 6Q (1438.340000 sec): 3 clusters
  Score: Raw -52490.649350 + Penalty 3040.008904 = -49450.640446
  nChanged 3
		SP:Iteration 7Q (1438.340000 sec): 3 clusters
  Score: Raw -52517.125413 + Penalty 3040.008904 = -49477.116508
  nChanged 2
		SP:Iteration 8Q (1438.340000 sec): 3 clusters
  Score: Raw -52525.957374 + Penalty 3040.008904 = -49485.948470
  nChanged 1
		SP:Iteration 9Q (1438.340000 sec): 3 clusters
  Score: Raw -52529.723098 + Penalty 3040.008904 = -49489.714194
  nChanged 0
		SP:Iteration 10F (1438.350000 sec): 3 clusters
  Score: Raw -52541.156438 + Penalty 3040.008904 = -49501.147534
  nChanged 2
		SP:Iteration 11Q (1438.350000 sec): 3 clusters
  Score: Raw -52589.719098 + Penalty 3040.008904 = -49549.710194
  nChanged 3
		SP:Iteration 12Q (1438.350000 sec): 3 clusters
  Score: Raw -52622.588928 + Penalty 3040.008904 = -49582.580024
  nChanged 8
		SP:Iteration 13Q (1438.350000 sec): 3 clusters
  Score: Raw -52672.955956 + Penalty 3040.008904 = -49632.947052
  nChanged 3
		SP:Iteration 14Q (1438.350000 sec): 3 clusters
  Score: Raw -52714.795883 + Penalty 3040.008904 = -49674.786978
  nChanged 4
		SP:Iteration 15Q (1438.360000 sec): 3 clusters
  Score: Raw -52888.056270 + Penalty 3040.008904 = -49848.047366
  nChanged 5
		SP:Iteration 16Q (1438.360000 sec): 3 clusters
  Score: Raw -52923.501324 + Penalty 3040.008904 = -49883.492420
  nChanged 0
		SP:Iteration 17F (1438.360000 sec): 3 clusters
  Score: Raw -52923.501324 + Penalty 3040.008904 = -49883.492420
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 31.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (262174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1439.310000 sec): 2 clusters
  Score: Raw -38793705.361921 + Penalty 3094.237394 = -38790611.124527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1440.390000 sec): 3 clusters
  Score: Raw -38620334.972427 + Penalty 6188.474787 = -38614146.497640
  nChanged 126627
		SP:Iteration 1F (1441.460000 sec): 3 clusters
  Score: Raw -38695478.416244 + Penalty 6188.474787 = -38689289.941456
  nChanged 6752
		SP:Iteration 2Q (1442.540000 sec): 3 clusters
  Score: Raw -38696935.460427 + Penalty 6188.474787 = -38690746.985640
  nChanged 8206
		SP:Iteration 3Q (1443.630000 sec): 3 clusters
  Score: Raw -38699329.709818 + Penalty 6188.474787 = -38693141.235030
  nChanged 11080
		SP:Iteration 4Q (1444.710000 sec): 3 clusters
  Score: Raw -38703882.107487 + Penalty 6188.474787 = -38697693.632699
  nChanged 15473
		SP:Iteration 5F (1445.770000 sec): 3 clusters
  Score: Raw -38712638.403849 + Penalty 6188.474787 = -38706449.929062
  nChanged 20621
		SP:Iteration 6F (1446.820000 sec): 3 clusters
  Score: Raw -38728001.176607 + Penalty 6188.474787 = -38721812.701819
  nChanged 24231
		SP:Iteration 7F (1447.880000 sec): 3 clusters
  Score: Raw -38750103.067854 + Penalty 6188.474787 = -38743914.593066
  nChanged 22115
		SP:Iteration 8F (1448.920000 sec): 3 clusters
  Score: Raw -38772376.786330 + Penalty 6188.474787 = -38766188.311542
  nChanged 13996
		SP:Iteration 9F (1449.970000 sec): 3 clusters
  Score: Raw -38786355.726441 + Penalty 6188.474787 = -38780167.251654
  nChanged 5728
		SP:Iteration 10Q (1450.900000 sec): 3 clusters
  Score: Raw -38791751.836795 + Penalty 6188.474787 = -38785563.362008
  nChanged 1696
		SP:Iteration 11Q (1451.730000 sec): 3 clusters
  Score: Raw -38793290.440380 + Penalty 6188.474787 = -38787101.965593
  nChanged 403
		SP:Iteration 12Q (1452.500000 sec): 3 clusters
  Score: Raw -38793715.473609 + Penalty 6188.474787 = -38787526.998822
  nChanged 112
		SP:Iteration 13Q (1453.250000 sec): 3 clusters
  Score: Raw -38793885.687462 + Penalty 6188.474787 = -38787697.212674
  nChanged 51
		SP:Iteration 14Q (1453.990000 sec): 3 clusters
  Score: Raw -38793952.337011 + Penalty 6188.474787 = -38787763.862223
  nChanged 18
		SP:Iteration 15Q (1454.720000 sec): 3 clusters
  Score: Raw -38793975.546756 + Penalty 6188.474787 = -38787787.071968
  nChanged 9
		SP:Iteration 16Q (1455.460000 sec): 3 clusters
  Score: Raw -38793985.918869 + Penalty 6188.474787 = -38787797.444082
  nChanged 6
		SP:Iteration 17Q (1456.190000 sec): 3 clusters
  Score: Raw -38793998.739163 + Penalty 6188.474787 = -38787810.264375
  nChanged 9
		SP:Iteration 18Q (1456.920000 sec): 3 clusters
  Score: Raw -38794012.960190 + Penalty 6188.474787 = -38787824.485402
  nChanged 8
		SP:Iteration 19Q (1457.660000 sec): 3 clusters
  Score: Raw -38794025.840376 + Penalty 6188.474787 = -38787837.365588
  nChanged 5
		SP:Iteration 20F (1458.690000 sec): 3 clusters
  Score: Raw -38794034.229432 + Penalty 6188.474787 = -38787845.754644
  nChanged 3
		SP:Iteration 21Q (1459.430000 sec): 3 clusters
  Score: Raw -38794039.552829 + Penalty 6188.474787 = -38787851.078041
  nChanged 4
		SP:Iteration 22Q (1460.160000 sec): 3 clusters
  Score: Raw -38794045.029405 + Penalty 6188.474787 = -38787856.554617
  nChanged 1
		SP:Iteration 23Q (1460.890000 sec): 3 clusters
  Score: Raw -38794046.996214 + Penalty 6188.474787 = -38787858.521427
  nChanged 0
		SP:Iteration 24F (1461.930000 sec): 3 clusters
  Score: Raw -38794046.996214 + Penalty 6188.474787 = -38787858.521427
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (1178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1462.030000 sec): 2 clusters
  Score: Raw -149462.884023 + Penalty 1753.750194 = -147709.133828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1462.040000 sec): 3 clusters
  Score: Raw -149273.069209 + Penalty 3507.500389 = -145765.568821
  nChanged 352
		SP:Iteration 1F (1462.050000 sec): 3 clusters
  Score: Raw -150091.069813 + Penalty 3507.500389 = -146583.569425
  nChanged 144
		SP:Iteration 2F (1462.050000 sec): 3 clusters
  Score: Raw -150558.672917 + Penalty 3507.500389 = -147051.172528
  nChanged 91
		SP:Iteration 3F (1462.050000 sec): 3 clusters
  Score: Raw -150865.803710 + Penalty 3507.500389 = -147358.303321
  nChanged 50
		SP:Iteration 4Q (1462.060000 sec): 3 clusters
  Score: Raw -151112.807594 + Penalty 3507.500389 = -147605.307206
  nChanged 48
		SP:Iteration 5Q (1462.060000 sec): 3 clusters
  Score: Raw -151581.317586 + Penalty 3507.500389 = -148073.817197
  nChanged 53
		SP:Iteration 6Q (1462.070000 sec): 3 clusters
  Score: Raw -151861.854288 + Penalty 3507.500389 = -148354.353899
  nChanged 63
		SP:Iteration 7F (1462.070000 sec): 3 clusters
  Score: Raw -152113.952012 + Penalty 3507.500389 = -148606.451623
  nChanged 57
		SP:Iteration 8Q (1462.070000 sec): 3 clusters
  Score: Raw -152342.191556 + Penalty 3507.500389 = -148834.691168
  nChanged 36
		SP:Iteration 9Q (1462.080000 sec): 3 clusters
  Score: Raw -152447.982699 + Penalty 3507.500389 = -148940.482310
  nChanged 25
		SP:Iteration 10Q (1462.080000 sec): 3 clusters
  Score: Raw -152502.600587 + Penalty 3507.500389 = -148995.100198
  nChanged 19
		SP:Iteration 11Q (1462.090000 sec): 3 clusters
  Score: Raw -152530.429985 + Penalty 3507.500389 = -149022.929596
  nChanged 8
		SP:Iteration 12Q (1462.090000 sec): 3 clusters
  Score: Raw -152542.046962 + Penalty 3507.500389 = -149034.546573
  nChanged 6
		SP:Iteration 13Q (1462.090000 sec): 3 clusters
  Score: Raw -152552.655904 + Penalty 3507.500389 = -149045.155515
  nChanged 5
		SP:Iteration 14Q (1462.100000 sec): 3 clusters
  Score: Raw -152559.838029 + Penalty 3507.500389 = -149052.337640
  nChanged 4
		SP:Iteration 15Q (1462.100000 sec): 3 clusters
  Score: Raw -152567.677619 + Penalty 3507.500389 = -149060.177230
  nChanged 3
		SP:Iteration 16Q (1462.100000 sec): 3 clusters
  Score: Raw -152572.003060 + Penalty 3507.500389 = -149064.502671
  nChanged 3
		SP:Iteration 17Q (1462.110000 sec): 3 clusters
  Score: Raw -152575.880741 + Penalty 3507.500389 = -149068.380352
  nChanged 3
		SP:Iteration 18Q (1462.110000 sec): 3 clusters
  Score: Raw -152582.137894 + Penalty 3507.500389 = -149074.637505
  nChanged 4
		SP:Iteration 19Q (1462.110000 sec): 3 clusters
  Score: Raw -152589.479924 + Penalty 3507.500389 = -149081.979536
  nChanged 2
		SP:Iteration 20F (1462.120000 sec): 3 clusters
  Score: Raw -152592.489819 + Penalty 3507.500389 = -149084.989430
  nChanged 1
		SP:Iteration 21Q (1462.120000 sec): 3 clusters
  Score: Raw -152592.846534 + Penalty 3507.500389 = -149085.346145
  nChanged 0
		SP:Iteration 22F (1462.130000 sec): 3 clusters
  Score: Raw -152592.846534 + Penalty 3507.500389 = -149085.346145
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 32.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (6140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1462.160000 sec): 2 clusters
  Score: Raw -878171.154692 + Penalty 2163.199845 = -876007.954847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1462.180000 sec): 3 clusters
  Score: Raw -875036.673732 + Penalty 4326.399690 = -870710.274042
  nChanged 2430
		SP:Iteration 1F (1462.210000 sec): 3 clusters
  Score: Raw -876399.892666 + Penalty 4326.399690 = -872073.492975
  nChanged 443
		SP:Iteration 2F (1462.230000 sec): 3 clusters
  Score: Raw -876621.948808 + Penalty 4326.399690 = -872295.549118
  nChanged 310
		SP:Iteration 3F (1462.250000 sec): 3 clusters
  Score: Raw -876775.277501 + Penalty 4326.399690 = -872448.877810
  nChanged 243
		SP:Iteration 4Q (1462.280000 sec): 3 clusters
  Score: Raw -876885.800287 + Penalty 4326.399690 = -872559.400597
  nChanged 180
		SP:Iteration 5Q (1462.300000 sec): 3 clusters
  Score: Raw -876979.513796 + Penalty 4326.399690 = -872653.114106
  nChanged 191
		SP:Iteration 6Q (1462.330000 sec): 3 clusters
  Score: Raw -877086.420198 + Penalty 4326.399690 = -872760.020508
  nChanged 194
		SP:Iteration 7Q (1462.350000 sec): 3 clusters
  Score: Raw -877195.814250 + Penalty 4326.399690 = -872869.414560
  nChanged 170
		SP:Iteration 8Q (1462.380000 sec): 3 clusters
  Score: Raw -877284.132236 + Penalty 4326.399690 = -872957.732545
  nChanged 167
		SP:Iteration 9Q (1462.400000 sec): 3 clusters
  Score: Raw -877365.748810 + Penalty 4326.399690 = -873039.349119
  nChanged 131
		SP:Iteration 10Q (1462.430000 sec): 3 clusters
  Score: Raw -877424.006373 + Penalty 4326.399690 = -873097.606682
  nChanged 113
		SP:Iteration 11Q (1462.450000 sec): 3 clusters
  Score: Raw -877469.442446 + Penalty 4326.399690 = -873143.042755
  nChanged 94
		SP:Iteration 12Q (1462.470000 sec): 3 clusters
  Score: Raw -877505.813712 + Penalty 4326.399690 = -873179.414021
  nChanged 84
		SP:Iteration 13Q (1462.500000 sec): 3 clusters
  Score: Raw -877536.591541 + Penalty 4326.399690 = -873210.191850
  nChanged 87
		SP:Iteration 14Q (1462.520000 sec): 3 clusters
  Score: Raw -877570.600155 + Penalty 4326.399690 = -873244.200465
  nChanged 91
		SP:Iteration 15Q (1462.550000 sec): 3 clusters
  Score: Raw -877605.339428 + Penalty 4326.399690 = -873278.939737
  nChanged 76
		SP:Iteration 16Q (1462.570000 sec): 3 clusters
  Score: Raw -877632.049792 + Penalty 4326.399690 = -873305.650102
  nChanged 75
		SP:Iteration 17Q (1462.600000 sec): 3 clusters
  Score: Raw -877658.508153 + Penalty 4326.399690 = -873332.108463
  nChanged 62
		SP:Iteration 18Q (1462.620000 sec): 3 clusters
  Score: Raw -877678.372025 + Penalty 4326.399690 = -873351.972335
  nChanged 60
		SP:Iteration 19Q (1462.650000 sec): 3 clusters
  Score: Raw -877698.187784 + Penalty 4326.399690 = -873371.788093
  nChanged 59
		SP:Iteration 20F (1462.670000 sec): 3 clusters
  Score: Raw -877717.505658 + Penalty 4326.399690 = -873391.105967
  nChanged 45
		SP:Iteration 21Q (1462.690000 sec): 3 clusters
  Score: Raw -877732.176132 + Penalty 4326.399690 = -873405.776442
  nChanged 45
		SP:Iteration 22Q (1462.720000 sec): 3 clusters
  Score: Raw -877744.303019 + Penalty 4326.399690 = -873417.903328
  nChanged 44
		SP:Iteration 23Q (1462.750000 sec): 3 clusters
  Score: Raw -877755.621456 + Penalty 4326.399690 = -873429.221765
  nChanged 29
		SP:Iteration 24Q (1462.770000 sec): 3 clusters
  Score: Raw -877762.867996 + Penalty 4326.399690 = -873436.468305
  nChanged 28
		SP:Iteration 25Q (1462.790000 sec): 3 clusters
  Score: Raw -877769.739872 + Penalty 4326.399690 = -873443.340181
  nChanged 20
		SP:Iteration 26Q (1462.820000 sec): 3 clusters
  Score: Raw -877774.934907 + Penalty 4326.399690 = -873448.535216
  nChanged 22
		SP:Iteration 27Q (1462.840000 sec): 3 clusters
  Score: Raw -877779.622285 + Penalty 4326.399690 = -873453.222595
  nChanged 17
		SP:Iteration 28Q (1462.870000 sec): 3 clusters
  Score: Raw -877784.244072 + Penalty 4326.399690 = -873457.844381
  nChanged 20
		SP:Iteration 29Q (1462.890000 sec): 3 clusters
  Score: Raw -877789.565730 + Penalty 4326.399690 = -873463.166040
  nChanged 20
		SP:Iteration 30Q (1462.910000 sec): 3 clusters
  Score: Raw -877795.005778 + Penalty 4326.399690 = -873468.606088
  nChanged 17
		SP:Iteration 31Q (1462.940000 sec): 3 clusters
  Score: Raw -877798.523139 + Penalty 4326.399690 = -873472.123448
  nChanged 14
		SP:Iteration 32Q (1462.960000 sec): 3 clusters
  Score: Raw -877801.361975 + Penalty 4326.399690 = -873474.962284
  nChanged 14
		SP:Iteration 33Q (1462.990000 sec): 3 clusters
  Score: Raw -877804.787043 + Penalty 4326.399690 = -873478.387352
  nChanged 10
		SP:Iteration 34Q (1463.010000 sec): 3 clusters
  Score: Raw -877806.991252 + Penalty 4326.399690 = -873480.591562
  nChanged 6
		SP:Iteration 35Q (1463.030000 sec): 3 clusters
  Score: Raw -877808.179303 + Penalty 4326.399690 = -873481.779612
  nChanged 6
		SP:Iteration 36Q (1463.060000 sec): 3 clusters
  Score: Raw -877809.601490 + Penalty 4326.399690 = -873483.201800
  nChanged 7
		SP:Iteration 37Q (1463.080000 sec): 3 clusters
  Score: Raw -877811.285975 + Penalty 4326.399690 = -873484.886284
  nChanged 9
		SP:Iteration 38Q (1463.110000 sec): 3 clusters
  Score: Raw -877813.279216 + Penalty 4326.399690 = -873486.879526
  nChanged 5
		SP:Iteration 39Q (1463.130000 sec): 3 clusters
  Score: Raw -877814.368036 + Penalty 4326.399690 = -873487.968346
  nChanged 5
		SP:Iteration 40F (1463.150000 sec): 3 clusters
  Score: Raw -877815.301618 + Penalty 4326.399690 = -873488.901928
  nChanged 6
		SP:Iteration 41Q (1463.180000 sec): 3 clusters
  Score: Raw -877816.898875 + Penalty 4326.399690 = -873490.499184
  nChanged 4
		SP:Iteration 42Q (1463.200000 sec): 3 clusters
  Score: Raw -877817.887470 + Penalty 4326.399690 = -873491.487780
  nChanged 6
		SP:Iteration 43Q (1463.230000 sec): 3 clusters
  Score: Raw -877818.919327 + Penalty 4326.399690 = -873492.519637
  nChanged 5
		SP:Iteration 44Q (1463.250000 sec): 3 clusters
  Score: Raw -877820.178258 + Penalty 4326.399690 = -873493.778568
  nChanged 6
		SP:Iteration 45Q (1463.270000 sec): 3 clusters
  Score: Raw -877821.518886 + Penalty 4326.399690 = -873495.119196
  nChanged 7
		SP:Iteration 46Q (1463.300000 sec): 3 clusters
  Score: Raw -877823.127378 + Penalty 4326.399690 = -873496.727687
  nChanged 8
		SP:Iteration 47Q (1463.320000 sec): 3 clusters
  Score: Raw -877825.548628 + Penalty 4326.399690 = -873499.148938
  nChanged 18
		SP:Iteration 48Q (1463.350000 sec): 3 clusters
  Score: Raw -877830.774813 + Penalty 4326.399690 = -873504.375123
  nChanged 15
		SP:Iteration 49Q (1463.370000 sec): 3 clusters
  Score: Raw -877834.151065 + Penalty 4326.399690 = -873507.751374
  nChanged 16
		SP:Iteration 50Q (1463.390000 sec): 3 clusters
  Score: Raw -877838.292235 + Penalty 4326.399690 = -873511.892545
  nChanged 12
		SP:Iteration 51Q (1463.420000 sec): 3 clusters
  Score: Raw -877841.555769 + Penalty 4326.399690 = -873515.156078
  nChanged 10
		SP:Iteration 52Q (1463.440000 sec): 3 clusters
  Score: Raw -877843.730541 + Penalty 4326.399690 = -873517.330850
  nChanged 8
		SP:Iteration 53Q (1463.470000 sec): 3 clusters
  Score: Raw -877845.567541 + Penalty 4326.399690 = -873519.167851
  nChanged 6
		SP:Iteration 54Q (1463.490000 sec): 3 clusters
  Score: Raw -877846.775325 + Penalty 4326.399690 = -873520.375635
  nChanged 7
		SP:Iteration 55Q (1463.510000 sec): 3 clusters
  Score: Raw -877848.151623 + Penalty 4326.399690 = -873521.751933
  nChanged 6
		SP:Iteration 56Q (1463.540000 sec): 3 clusters
  Score: Raw -877849.518070 + Penalty 4326.399690 = -873523.118380
  nChanged 11
		SP:Iteration 57Q (1463.560000 sec): 3 clusters
  Score: Raw -877853.254175 + Penalty 4326.399690 = -873526.854484
  nChanged 11
		SP:Iteration 58Q (1463.590000 sec): 3 clusters
  Score: Raw -877856.380102 + Penalty 4326.399690 = -873529.980412
  nChanged 12
		SP:Iteration 59Q (1463.610000 sec): 3 clusters
  Score: Raw -877858.845081 + Penalty 4326.399690 = -873532.445390
  nChanged 18
		SP:Iteration 60F (1463.640000 sec): 3 clusters
  Score: Raw -877863.948908 + Penalty 4326.399690 = -873537.549217
  nChanged 17
		SP:Iteration 61Q (1463.660000 sec): 3 clusters
  Score: Raw -877866.742773 + Penalty 4326.399690 = -873540.343082
  nChanged 15
		SP:Iteration 62Q (1463.680000 sec): 3 clusters
  Score: Raw -877870.051828 + Penalty 4326.399690 = -873543.652137
  nChanged 13
		SP:Iteration 63Q (1463.710000 sec): 3 clusters
  Score: Raw -877873.568170 + Penalty 4326.399690 = -873547.168480
  nChanged 18
		SP:Iteration 64Q (1463.730000 sec): 3 clusters
  Score: Raw -877877.287425 + Penalty 4326.399690 = -873550.887734
  nChanged 19
		SP:Iteration 65Q (1463.760000 sec): 3 clusters
  Score: Raw -877883.431173 + Penalty 4326.399690 = -873557.031483
  nChanged 19
		SP:Iteration 66Q (1463.780000 sec): 3 clusters
  Score: Raw -877888.251407 + Penalty 4326.399690 = -873561.851716
  nChanged 21
		SP:Iteration 67Q (1463.810000 sec): 3 clusters
  Score: Raw -877893.438547 + Penalty 4326.399690 = -873567.038856
  nChanged 23
		SP:Iteration 68Q (1463.830000 sec): 3 clusters
  Score: Raw -877901.731584 + Penalty 4326.399690 = -873575.331894
  nChanged 31
		SP:Iteration 69Q (1463.850000 sec): 3 clusters
  Score: Raw -877912.470362 + Penalty 4326.399690 = -873586.070672
  nChanged 29
		SP:Iteration 70Q (1463.880000 sec): 3 clusters
  Score: Raw -877923.703525 + Penalty 4326.399690 = -873597.303834
  nChanged 38
		SP:Iteration 71Q (1463.900000 sec): 3 clusters
  Score: Raw -877935.964544 + Penalty 4326.399690 = -873609.564854
  nChanged 42
		SP:Iteration 72Q (1463.930000 sec): 3 clusters
  Score: Raw -877950.774898 + Penalty 4326.399690 = -873624.375207
  nChanged 57
		SP:Iteration 73Q (1463.950000 sec): 3 clusters
  Score: Raw -877970.438762 + Penalty 4326.399690 = -873644.039072
  nChanged 63
		SP:Iteration 74Q (1463.970000 sec): 3 clusters
  Score: Raw -878002.434125 + Penalty 4326.399690 = -873676.034434
  nChanged 72
		SP:Iteration 75Q (1464.000000 sec): 3 clusters
  Score: Raw -878040.315011 + Penalty 4326.399690 = -873713.915321
  nChanged 86
		SP:Iteration 76Q (1464.020000 sec): 3 clusters
  Score: Raw -878078.431390 + Penalty 4326.399690 = -873752.031699
  nChanged 81
		SP:Iteration 77Q (1464.050000 sec): 3 clusters
  Score: Raw -878114.244106 + Penalty 4326.399690 = -873787.844416
  nChanged 81
		SP:Iteration 78Q (1464.070000 sec): 3 clusters
  Score: Raw -878152.833163 + Penalty 4326.399690 = -873826.433472
  nChanged 63
		SP:Iteration 79Q (1464.090000 sec): 3 clusters
  Score: Raw -878182.126632 + Penalty 4326.399690 = -873855.726941
  nChanged 60
		SP:Iteration 80F (1464.120000 sec): 3 clusters
  Score: Raw -878205.696437 + Penalty 4326.399690 = -873879.296747
  nChanged 53
		SP:Iteration 81Q (1464.140000 sec): 3 clusters
  Score: Raw -878224.023518 + Penalty 4326.399690 = -873897.623828
  nChanged 46
		SP:Iteration 82Q (1464.170000 sec): 3 clusters
  Score: Raw -878240.552467 + Penalty 4326.399690 = -873914.152777
  nChanged 46
		SP:Iteration 83Q (1464.190000 sec): 3 clusters
  Score: Raw -878255.562421 + Penalty 4326.399690 = -873929.162730
  nChanged 44
		SP:Iteration 84Q (1464.210000 sec): 3 clusters
  Score: Raw -878270.408247 + Penalty 4326.399690 = -873944.008556
  nChanged 44
		SP:Iteration 85Q (1464.230000 sec): 3 clusters
  Score: Raw -878285.380548 + Penalty 4326.399690 = -873958.980858
  nChanged 35
		SP:Iteration 86Q (1464.260000 sec): 3 clusters
  Score: Raw -878295.334355 + Penalty 4326.399690 = -873968.934665
  nChanged 29
		SP:Iteration 87Q (1464.280000 sec): 3 clusters
  Score: Raw -878304.565911 + Penalty 4326.399690 = -873978.166220
  nChanged 30
		SP:Iteration 88Q (1464.310000 sec): 3 clusters
  Score: Raw -878314.471146 + Penalty 4326.399690 = -873988.071456
  nChanged 27
		SP:Iteration 89Q (1464.330000 sec): 3 clusters
  Score: Raw -878322.965460 + Penalty 4326.399690 = -873996.565769
  nChanged 19
		SP:Iteration 90Q (1464.350000 sec): 3 clusters
  Score: Raw -878329.115422 + Penalty 4326.399690 = -874002.715731
  nChanged 17
		SP:Iteration 91Q (1464.370000 sec): 3 clusters
  Score: Raw -878334.777319 + Penalty 4326.399690 = -874008.377628
  nChanged 16
		SP:Iteration 92Q (1464.400000 sec): 3 clusters
  Score: Raw -878337.939817 + Penalty 4326.399690 = -874011.540126
  nChanged 11
		SP:Iteration 93Q (1464.420000 sec): 3 clusters
  Score: Raw -878339.942432 + Penalty 4326.399690 = -874013.542742
  nChanged 11
		SP:Iteration 94Q (1464.450000 sec): 3 clusters
  Score: Raw -878342.158520 + Penalty 4326.399690 = -874015.758830
  nChanged 5
		SP:Iteration 95Q (1464.470000 sec): 3 clusters
  Score: Raw -878343.924277 + Penalty 4326.399690 = -874017.524586
  nChanged 7
		SP:Iteration 96Q (1464.490000 sec): 3 clusters
  Score: Raw -878345.435671 + Penalty 4326.399690 = -874019.035981
  nChanged 8
		SP:Iteration 97Q (1464.510000 sec): 3 clusters
  Score: Raw -878347.824918 + Penalty 4326.399690 = -874021.425228
  nChanged 9
		SP:Iteration 98Q (1464.530000 sec): 3 clusters
  Score: Raw -878349.880386 + Penalty 4326.399690 = -874023.480696
  nChanged 7
		SP:Iteration 99Q (1464.560000 sec): 3 clusters
  Score: Raw -878351.862211 + Penalty 4326.399690 = -874025.462520
  nChanged 5
		SP:Iteration 100F (1464.580000 sec): 3 clusters
  Score: Raw -878353.612138 + Penalty 4326.399690 = -874027.212448
  nChanged 6
		SP:Iteration 101Q (1464.610000 sec): 3 clusters
  Score: Raw -878355.209284 + Penalty 4326.399690 = -874028.809594
  nChanged 3
		SP:Iteration 102Q (1464.630000 sec): 3 clusters
  Score: Raw -878355.832622 + Penalty 4326.399690 = -874029.432931
  nChanged 2
		SP:Iteration 103Q (1464.650000 sec): 3 clusters
  Score: Raw -878356.470128 + Penalty 4326.399690 = -874030.070438
  nChanged 3
		SP:Iteration 104Q (1464.670000 sec): 3 clusters
  Score: Raw -878357.168064 + Penalty 4326.399690 = -874030.768374
  nChanged 2
		SP:Iteration 105Q (1464.700000 sec): 3 clusters
  Score: Raw -878357.676478 + Penalty 4326.399690 = -874031.276787
  nChanged 3
		SP:Iteration 106Q (1464.720000 sec): 3 clusters
  Score: Raw -878358.332214 + Penalty 4326.399690 = -874031.932524
  nChanged 1
		SP:Iteration 107Q (1464.740000 sec): 3 clusters
  Score: Raw -878358.494057 + Penalty 4326.399690 = -874032.094367
  nChanged 2
		SP:Iteration 108Q (1464.770000 sec): 3 clusters
  Score: Raw -878358.979604 + Penalty 4326.399690 = -874032.579913
  nChanged 4
		SP:Iteration 109Q (1464.790000 sec): 3 clusters
  Score: Raw -878359.885490 + Penalty 4326.399690 = -874033.485799
  nChanged 3
		SP:Iteration 110Q (1464.810000 sec): 3 clusters
  Score: Raw -878360.452008 + Penalty 4326.399690 = -874034.052317
  nChanged 1
		SP:Iteration 111Q (1464.830000 sec): 3 clusters
  Score: Raw -878360.610129 + Penalty 4326.399690 = -874034.210439
  nChanged 0
		SP:Iteration 112F (1464.860000 sec): 3 clusters
  Score: Raw -878360.610129 + Penalty 4326.399690 = -874034.210439
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1464.870000 sec): 2 clusters
  Score: Raw -44550.068075 + Penalty 1442.643568 = -43107.424507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1464.870000 sec): 3 clusters
  Score: Raw -44702.300459 + Penalty 2885.287135 = -41817.013324
  nChanged 43
		SP:Iteration 1F (1464.870000 sec): 3 clusters
  Score: Raw -44831.978339 + Penalty 2885.287135 = -41946.691204
  nChanged 11
		SP:Iteration 2Q (1464.870000 sec): 3 clusters
  Score: Raw -44880.457080 + Penalty 2885.287135 = -41995.169944
  nChanged 11
		SP:Iteration 3Q (1464.870000 sec): 3 clusters
  Score: Raw -44923.103850 + Penalty 2885.287135 = -42037.816715
  nChanged 2
		SP:Iteration 4Q (1464.870000 sec): 3 clusters
  Score: Raw -44931.491762 + Penalty 2885.287135 = -42046.204627
  nChanged 1
		SP:Iteration 5Q (1464.870000 sec): 3 clusters
  Score: Raw -44934.841221 + Penalty 2885.287135 = -42049.554086
  nChanged 1
		SP:Iteration 6Q (1464.870000 sec): 3 clusters
  Score: Raw -44936.060323 + Penalty 2885.287135 = -42050.773187
  nChanged 1
		SP:Iteration 7Q (1464.880000 sec): 3 clusters
  Score: Raw -44937.870721 + Penalty 2885.287135 = -42052.583586
  nChanged 2
		SP:Iteration 8Q (1464.880000 sec): 3 clusters
  Score: Raw -44944.703173 + Penalty 2885.287135 = -42059.416038
  nChanged 4
		SP:Iteration 9Q (1464.880000 sec): 3 clusters
  Score: Raw -44966.731708 + Penalty 2885.287135 = -42081.444572
  nChanged 3
		SP:Iteration 10Q (1464.880000 sec): 3 clusters
  Score: Raw -44988.273505 + Penalty 2885.287135 = -42102.986370
  nChanged 1
		SP:Iteration 11Q (1464.880000 sec): 3 clusters
  Score: Raw -44993.761012 + Penalty 2885.287135 = -42108.473877
  nChanged 1
		SP:Iteration 12Q (1464.880000 sec): 3 clusters
  Score: Raw -44995.577767 + Penalty 2885.287135 = -42110.290631
  nChanged 0
		SP:Iteration 13F (1464.880000 sec): 3 clusters
  Score: Raw -44995.577767 + Penalty 2885.287135 = -42110.290631
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1464.890000 sec): 2 clusters
  Score: Raw -284778.530666 + Penalty 1890.905509 = -282887.625157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1464.900000 sec): 3 clusters
  Score: Raw -284063.829143 + Penalty 3781.811017 = -280282.018126
  nChanged 691
		SP:Iteration 1F (1464.910000 sec): 3 clusters
  Score: Raw -284626.503435 + Penalty 3781.811017 = -280844.692418
  nChanged 188
		SP:Iteration 2F (1464.920000 sec): 3 clusters
  Score: Raw -284819.722706 + Penalty 3781.811017 = -281037.911689
  nChanged 115
		SP:Iteration 3F (1464.930000 sec): 3 clusters
  Score: Raw -284979.129366 + Penalty 3781.811017 = -281197.318349
  nChanged 92
		SP:Iteration 4Q (1464.930000 sec): 3 clusters
  Score: Raw -285090.255522 + Penalty 3781.811017 = -281308.444505
  nChanged 93
		SP:Iteration 5Q (1464.940000 sec): 3 clusters
  Score: Raw -285205.125777 + Penalty 3781.811017 = -281423.314760
  nChanged 85
		SP:Iteration 6Q (1464.950000 sec): 3 clusters
  Score: Raw -285303.101224 + Penalty 3781.811017 = -281521.290207
  nChanged 88
		SP:Iteration 7Q (1464.950000 sec): 3 clusters
  Score: Raw -285414.240487 + Penalty 3781.811017 = -281632.429470
  nChanged 91
		SP:Iteration 8Q (1464.960000 sec): 3 clusters
  Score: Raw -285554.784950 + Penalty 3781.811017 = -281772.973933
  nChanged 86
		SP:Iteration 9Q (1464.970000 sec): 3 clusters
  Score: Raw -285704.617635 + Penalty 3781.811017 = -281922.806617
  nChanged 89
		SP:Iteration 10Q (1464.980000 sec): 3 clusters
  Score: Raw -285886.434620 + Penalty 3781.811017 = -282104.623603
  nChanged 67
		SP:Iteration 11Q (1464.990000 sec): 3 clusters
  Score: Raw -286075.079376 + Penalty 3781.811017 = -282293.268359
  nChanged 72
		SP:Iteration 12Q (1464.990000 sec): 3 clusters
  Score: Raw -286238.594056 + Penalty 3781.811017 = -282456.783038
  nChanged 60
		SP:Iteration 13Q (1465.000000 sec): 3 clusters
  Score: Raw -286330.770668 + Penalty 3781.811017 = -282548.959651
  nChanged 27
		SP:Iteration 14Q (1465.010000 sec): 3 clusters
  Score: Raw -286369.651885 + Penalty 3781.811017 = -282587.840868
  nChanged 25
		SP:Iteration 15Q (1465.020000 sec): 3 clusters
  Score: Raw -286400.464131 + Penalty 3781.811017 = -282618.653113
  nChanged 7
		SP:Iteration 16Q (1465.030000 sec): 3 clusters
  Score: Raw -286411.498000 + Penalty 3781.811017 = -282629.686983
  nChanged 6
		SP:Iteration 17Q (1465.030000 sec): 3 clusters
  Score: Raw -286418.029306 + Penalty 3781.811017 = -282636.218289
  nChanged 8
		SP:Iteration 18Q (1465.040000 sec): 3 clusters
  Score: Raw -286428.532019 + Penalty 3781.811017 = -282646.721001
  nChanged 5
		SP:Iteration 19Q (1465.050000 sec): 3 clusters
  Score: Raw -286435.732089 + Penalty 3781.811017 = -282653.921072
  nChanged 3
		SP:Iteration 20F (1465.050000 sec): 3 clusters
  Score: Raw -286442.239791 + Penalty 3781.811017 = -282660.428774
  nChanged 2
		SP:Iteration 21Q (1465.060000 sec): 3 clusters
  Score: Raw -286446.422391 + Penalty 3781.811017 = -282664.611374
  nChanged 2
		SP:Iteration 22Q (1465.070000 sec): 3 clusters
  Score: Raw -286448.019635 + Penalty 3781.811017 = -282666.208618
  nChanged 0
		SP:Iteration 23F (1465.080000 sec): 3 clusters
  Score: Raw -286448.019635 + Penalty 3781.811017 = -282666.208618
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (23900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1465.170000 sec): 2 clusters
  Score: Raw -3362304.595145 + Penalty 2500.245167 = -3359804.349978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1465.270000 sec): 3 clusters
  Score: Raw -3348263.465918 + Penalty 5000.490334 = -3343262.975584
  nChanged 10610
		SP:Iteration 1F (1465.370000 sec): 3 clusters
  Score: Raw -3354117.138305 + Penalty 5000.490334 = -3349116.647971
  nChanged 1272
		SP:Iteration 2F (1465.460000 sec): 3 clusters
  Score: Raw -3354587.657750 + Penalty 5000.490334 = -3349587.167416
  nChanged 1118
		SP:Iteration 3Q (1465.560000 sec): 3 clusters
  Score: Raw -3355007.728384 + Penalty 5000.490334 = -3350007.238050
  nChanged 1017
		SP:Iteration 4Q (1465.660000 sec): 3 clusters
  Score: Raw -3355385.937603 + Penalty 5000.490334 = -3350385.447269
  nChanged 1013
		SP:Iteration 5Q (1465.760000 sec): 3 clusters
  Score: Raw -3355797.363672 + Penalty 5000.490334 = -3350796.873338
  nChanged 1076
		SP:Iteration 6Q (1465.860000 sec): 3 clusters
  Score: Raw -3356311.007193 + Penalty 5000.490334 = -3351310.516859
  nChanged 1158
		SP:Iteration 7Q (1465.950000 sec): 3 clusters
  Score: Raw -3356945.694783 + Penalty 5000.490334 = -3351945.204449
  nChanged 1281
		SP:Iteration 8F (1466.050000 sec): 3 clusters
  Score: Raw -3357747.842966 + Penalty 5000.490334 = -3352747.352632
  nChanged 1326
		SP:Iteration 9F (1466.150000 sec): 3 clusters
  Score: Raw -3358673.353191 + Penalty 5000.490334 = -3353672.862857
  nChanged 1289
		SP:Iteration 10F (1466.250000 sec): 3 clusters
  Score: Raw -3359657.354391 + Penalty 5000.490334 = -3354656.864057
  nChanged 1119
		SP:Iteration 11Q (1466.340000 sec): 3 clusters
  Score: Raw -3360532.435091 + Penalty 5000.490334 = -3355531.944757
  nChanged 854
		SP:Iteration 12Q (1466.440000 sec): 3 clusters
  Score: Raw -3361223.062372 + Penalty 5000.490334 = -3356222.572038
  nChanged 675
		SP:Iteration 13Q (1466.530000 sec): 3 clusters
  Score: Raw -3361802.715951 + Penalty 5000.490334 = -3356802.225617
  nChanged 446
		SP:Iteration 14Q (1466.620000 sec): 3 clusters
  Score: Raw -3362170.678500 + Penalty 5000.490334 = -3357170.188166
  nChanged 288
		SP:Iteration 15Q (1466.700000 sec): 3 clusters
  Score: Raw -3362407.824187 + Penalty 5000.490334 = -3357407.333853
  nChanged 190
		SP:Iteration 16Q (1466.780000 sec): 3 clusters
  Score: Raw -3362562.537486 + Penalty 5000.490334 = -3357562.047152
  nChanged 128
		SP:Iteration 17Q (1466.870000 sec): 3 clusters
  Score: Raw -3362671.058293 + Penalty 5000.490334 = -3357670.567959
  nChanged 66
		SP:Iteration 18Q (1466.940000 sec): 3 clusters
  Score: Raw -3362720.760230 + Penalty 5000.490334 = -3357720.269896
  nChanged 41
		SP:Iteration 19Q (1467.020000 sec): 3 clusters
  Score: Raw -3362752.000503 + Penalty 5000.490334 = -3357751.510169
  nChanged 38
		SP:Iteration 20F (1467.120000 sec): 3 clusters
  Score: Raw -3362783.457712 + Penalty 5000.490334 = -3357782.967378
  nChanged 23
		SP:Iteration 21Q (1467.190000 sec): 3 clusters
  Score: Raw -3362803.979217 + Penalty 5000.490334 = -3357803.488883
  nChanged 22
		SP:Iteration 22Q (1467.270000 sec): 3 clusters
  Score: Raw -3362823.433298 + Penalty 5000.490334 = -3357822.942964
  nChanged 23
		SP:Iteration 23Q (1467.350000 sec): 3 clusters
  Score: Raw -3362843.897109 + Penalty 5000.490334 = -3357843.406775
  nChanged 22
		SP:Iteration 24Q (1467.430000 sec): 3 clusters
  Score: Raw -3362861.031121 + Penalty 5000.490334 = -3357860.540787
  nChanged 14
		SP:Iteration 25Q (1467.500000 sec): 3 clusters
  Score: Raw -3362874.971018 + Penalty 5000.490334 = -3357874.480684
  nChanged 16
		SP:Iteration 26Q (1467.570000 sec): 3 clusters
  Score: Raw -3362889.047770 + Penalty 5000.490334 = -3357888.557436
  nChanged 15
		SP:Iteration 27Q (1467.650000 sec): 3 clusters
  Score: Raw -3362902.346976 + Penalty 5000.490334 = -3357901.856642
  nChanged 4
		SP:Iteration 28Q (1467.720000 sec): 3 clusters
  Score: Raw -3362904.403101 + Penalty 5000.490334 = -3357903.912767
  nChanged 3
		SP:Iteration 29Q (1467.800000 sec): 3 clusters
  Score: Raw -3362906.813324 + Penalty 5000.490334 = -3357906.322990
  nChanged 3
		SP:Iteration 30Q (1467.870000 sec): 3 clusters
  Score: Raw -3362908.403344 + Penalty 5000.490334 = -3357907.913010
  nChanged 5
		SP:Iteration 31Q (1467.950000 sec): 3 clusters
  Score: Raw -3362912.956969 + Penalty 5000.490334 = -3357912.466635
  nChanged 4
		SP:Iteration 32Q (1468.020000 sec): 3 clusters
  Score: Raw -3362915.823934 + Penalty 5000.490334 = -3357915.333600
  nChanged 1
		SP:Iteration 33Q (1468.090000 sec): 3 clusters
  Score: Raw -3362916.474745 + Penalty 5000.490334 = -3357915.984411
  nChanged 2
		SP:Iteration 34Q (1468.170000 sec): 3 clusters
  Score: Raw -3362917.569697 + Penalty 5000.490334 = -3357917.079363
  nChanged 2
		SP:Iteration 35Q (1468.240000 sec): 3 clusters
  Score: Raw -3362919.606961 + Penalty 5000.490334 = -3357919.116627
  nChanged 2
		SP:Iteration 36Q (1468.310000 sec): 3 clusters
  Score: Raw -3362920.620882 + Penalty 5000.490334 = -3357920.130548
  nChanged 1
		SP:Iteration 37Q (1468.390000 sec): 3 clusters
  Score: Raw -3362921.515893 + Penalty 5000.490334 = -3357921.025559
  nChanged 0
		SP:Iteration 38F (1468.480000 sec): 3 clusters
  Score: Raw -3362921.515893 + Penalty 5000.490334 = -3357921.025559
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (39694 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1468.620000 sec): 2 clusters
  Score: Raw -6139569.057108 + Penalty 2626.060920 = -6136942.996188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1468.790000 sec): 3 clusters
  Score: Raw -6115186.490802 + Penalty 5252.121840 = -6109934.368962
  nChanged 18218
		SP:Iteration 1F (1468.950000 sec): 3 clusters
  Score: Raw -6125159.613316 + Penalty 5252.121840 = -6119907.491476
  nChanged 1796
		SP:Iteration 2Q (1469.120000 sec): 3 clusters
  Score: Raw -6125753.319293 + Penalty 5252.121840 = -6120501.197453
  nChanged 1800
		SP:Iteration 3Q (1469.290000 sec): 3 clusters
  Score: Raw -6126444.814383 + Penalty 5252.121840 = -6121192.692543
  nChanged 2005
		SP:Iteration 4F (1469.450000 sec): 3 clusters
  Score: Raw -6127405.297610 + Penalty 5252.121840 = -6122153.175770
  nChanged 2384
		SP:Iteration 5F (1469.610000 sec): 3 clusters
  Score: Raw -6128763.537882 + Penalty 5252.121840 = -6123511.416042
  nChanged 2709
		SP:Iteration 6F (1469.780000 sec): 3 clusters
  Score: Raw -6130592.221704 + Penalty 5252.121840 = -6125340.099864
  nChanged 2817
		SP:Iteration 7F (1469.940000 sec): 3 clusters
  Score: Raw -6132582.738924 + Penalty 5252.121840 = -6127330.617084
  nChanged 2602
		SP:Iteration 8F (1470.100000 sec): 3 clusters
  Score: Raw -6134520.959920 + Penalty 5252.121840 = -6129268.838081
  nChanged 2175
		SP:Iteration 9F (1470.260000 sec): 3 clusters
  Score: Raw -6136094.314312 + Penalty 5252.121840 = -6130842.192472
  nChanged 1600
		SP:Iteration 10Q (1470.430000 sec): 3 clusters
  Score: Raw -6137225.369950 + Penalty 5252.121840 = -6131973.248110
  nChanged 1160
		SP:Iteration 11Q (1470.590000 sec): 3 clusters
  Score: Raw -6138063.962950 + Penalty 5252.121840 = -6132811.841111
  nChanged 816
		SP:Iteration 12Q (1470.750000 sec): 3 clusters
  Score: Raw -6138660.464343 + Penalty 5252.121840 = -6133408.342503
  nChanged 608
		SP:Iteration 13Q (1470.900000 sec): 3 clusters
  Score: Raw -6139116.514049 + Penalty 5252.121840 = -6133864.392209
  nChanged 474
		SP:Iteration 14Q (1471.040000 sec): 3 clusters
  Score: Raw -6139500.960392 + Penalty 5252.121840 = -6134248.838553
  nChanged 361
		SP:Iteration 15Q (1471.180000 sec): 3 clusters
  Score: Raw -6139792.126058 + Penalty 5252.121840 = -6134540.004219
  nChanged 287
		SP:Iteration 16Q (1471.300000 sec): 3 clusters
  Score: Raw -6140017.636499 + Penalty 5252.121840 = -6134765.514660
  nChanged 199
		SP:Iteration 17Q (1471.440000 sec): 3 clusters
  Score: Raw -6140155.405555 + Penalty 5252.121840 = -6134903.283715
  nChanged 174
		SP:Iteration 18Q (1471.560000 sec): 3 clusters
  Score: Raw -6140231.895068 + Penalty 5252.121840 = -6134979.773228
  nChanged 123
		SP:Iteration 19Q (1471.680000 sec): 3 clusters
  Score: Raw -6140277.200884 + Penalty 5252.121840 = -6135025.079045
  nChanged 88
		SP:Iteration 20F (1471.850000 sec): 3 clusters
  Score: Raw -6140304.589085 + Penalty 5252.121840 = -6135052.467245
  nChanged 66
		SP:Iteration 21Q (1471.970000 sec): 3 clusters
  Score: Raw -6140321.398816 + Penalty 5252.121840 = -6135069.276976
  nChanged 42
		SP:Iteration 22Q (1472.100000 sec): 3 clusters
  Score: Raw -6140331.178586 + Penalty 5252.121840 = -6135079.056746
  nChanged 34
		SP:Iteration 23Q (1472.220000 sec): 3 clusters
  Score: Raw -6140339.135413 + Penalty 5252.121840 = -6135087.013573
  nChanged 28
		SP:Iteration 24Q (1472.340000 sec): 3 clusters
  Score: Raw -6140344.614020 + Penalty 5252.121840 = -6135092.492180
  nChanged 19
		SP:Iteration 25Q (1472.470000 sec): 3 clusters
  Score: Raw -6140348.274986 + Penalty 5252.121840 = -6135096.153147
  nChanged 13
		SP:Iteration 26Q (1472.590000 sec): 3 clusters
  Score: Raw -6140351.198407 + Penalty 5252.121840 = -6135099.076568
  nChanged 15
		SP:Iteration 27Q (1472.710000 sec): 3 clusters
  Score: Raw -6140353.846174 + Penalty 5252.121840 = -6135101.724334
  nChanged 11
		SP:Iteration 28Q (1472.840000 sec): 3 clusters
  Score: Raw -6140355.676912 + Penalty 5252.121840 = -6135103.555072
  nChanged 8
		SP:Iteration 29Q (1472.960000 sec): 3 clusters
  Score: Raw -6140356.749987 + Penalty 5252.121840 = -6135104.628148
  nChanged 8
		SP:Iteration 30Q (1473.080000 sec): 3 clusters
  Score: Raw -6140358.203685 + Penalty 5252.121840 = -6135106.081846
  nChanged 6
		SP:Iteration 31Q (1473.210000 sec): 3 clusters
  Score: Raw -6140359.134836 + Penalty 5252.121840 = -6135107.012997
  nChanged 4
		SP:Iteration 32Q (1473.330000 sec): 3 clusters
  Score: Raw -6140359.773042 + Penalty 5252.121840 = -6135107.651202
  nChanged 3
		SP:Iteration 33Q (1473.440000 sec): 3 clusters
  Score: Raw -6140360.271147 + Penalty 5252.121840 = -6135108.149308
  nChanged 0
		SP:Iteration 34F (1473.600000 sec): 3 clusters
  Score: Raw -6140360.271147 + Penalty 5252.121840 = -6135108.149308
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (121026 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1474.040000 sec): 2 clusters
  Score: Raw -17639833.815477 + Penalty 2902.532648 = -17636931.282829
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1474.530000 sec): 3 clusters
  Score: Raw -17561632.539464 + Penalty 5805.065296 = -17555827.474168
  nChanged 57683
		SP:Iteration 1F (1475.020000 sec): 3 clusters
  Score: Raw -17594671.061823 + Penalty 5805.065296 = -17588865.996527
  nChanged 3764
		SP:Iteration 2Q (1475.520000 sec): 3 clusters
  Score: Raw -17595547.829342 + Penalty 5805.065296 = -17589742.764046
  nChanged 3893
		SP:Iteration 3Q (1476.020000 sec): 3 clusters
  Score: Raw -17596615.190856 + Penalty 5805.065296 = -17590810.125560
  nChanged 4284
		SP:Iteration 4Q (1476.520000 sec): 3 clusters
  Score: Raw -17598039.219645 + Penalty 5805.065296 = -17592234.154349
  nChanged 4999
		SP:Iteration 5Q (1477.020000 sec): 3 clusters
  Score: Raw -17600124.057488 + Penalty 5805.065296 = -17594318.992192
  nChanged 5890
		SP:Iteration 6Q (1477.520000 sec): 3 clusters
  Score: Raw -17603189.955458 + Penalty 5805.065296 = -17597384.890162
  nChanged 6959
		SP:Iteration 7F (1478.010000 sec): 3 clusters
  Score: Raw -17607428.834077 + Penalty 5805.065296 = -17601623.768781
  nChanged 7677
		SP:Iteration 8F (1478.490000 sec): 3 clusters
  Score: Raw -17612738.180375 + Penalty 5805.065296 = -17606933.115079
  nChanged 8292
		SP:Iteration 9F (1478.990000 sec): 3 clusters
  Score: Raw -17619376.135870 + Penalty 5805.065296 = -17613571.070574
  nChanged 8092
		SP:Iteration 10F (1479.480000 sec): 3 clusters
  Score: Raw -17626374.048449 + Penalty 5805.065296 = -17620568.983153
  nChanged 6768
		SP:Iteration 11F (1479.970000 sec): 3 clusters
  Score: Raw -17631903.356880 + Penalty 5805.065296 = -17626098.291584
  nChanged 5221
		SP:Iteration 12Q (1480.450000 sec): 3 clusters
  Score: Raw -17635579.777082 + Penalty 5805.065296 = -17629774.711786
  nChanged 3856
		SP:Iteration 13Q (1480.920000 sec): 3 clusters
  Score: Raw -17638018.052035 + Penalty 5805.065296 = -17632212.986739
  nChanged 3021
		SP:Iteration 14Q (1481.380000 sec): 3 clusters
  Score: Raw -17639618.478059 + Penalty 5805.065296 = -17633813.412763
  nChanged 2294
		SP:Iteration 15Q (1481.840000 sec): 3 clusters
  Score: Raw -17640484.669535 + Penalty 5805.065296 = -17634679.604239
  nChanged 1616
		SP:Iteration 16Q (1482.290000 sec): 3 clusters
  Score: Raw -17640935.647790 + Penalty 5805.065296 = -17635130.582494
  nChanged 1160
		SP:Iteration 17Q (1482.750000 sec): 3 clusters
  Score: Raw -17641160.446933 + Penalty 5805.065296 = -17635355.381637
  nChanged 781
		SP:Iteration 18Q (1483.190000 sec): 3 clusters
  Score: Raw -17641263.103192 + Penalty 5805.065296 = -17635458.037896
  nChanged 513
		SP:Iteration 19Q (1483.650000 sec): 3 clusters
  Score: Raw -17641312.703513 + Penalty 5805.065296 = -17635507.638217
  nChanged 351
		SP:Iteration 20F (1484.180000 sec): 3 clusters
  Score: Raw -17641338.312108 + Penalty 5805.065296 = -17635533.246812
  nChanged 267
		SP:Iteration 21Q (1484.670000 sec): 3 clusters
  Score: Raw -17641354.202872 + Penalty 5805.065296 = -17635549.137576
  nChanged 199
		SP:Iteration 22Q (1485.130000 sec): 3 clusters
  Score: Raw -17641363.654155 + Penalty 5805.065296 = -17635558.588859
  nChanged 151
		SP:Iteration 23Q (1485.590000 sec): 3 clusters
  Score: Raw -17641369.022429 + Penalty 5805.065296 = -17635563.957133
  nChanged 103
		SP:Iteration 24Q (1486.040000 sec): 3 clusters
  Score: Raw -17641372.149456 + Penalty 5805.065296 = -17635567.084160
  nChanged 77
		SP:Iteration 25Q (1486.490000 sec): 3 clusters
  Score: Raw -17641374.735989 + Penalty 5805.065296 = -17635569.670693
  nChanged 72
		SP:Iteration 26Q (1486.950000 sec): 3 clusters
  Score: Raw -17641377.015465 + Penalty 5805.065296 = -17635571.950169
  nChanged 67
		SP:Iteration 27Q (1487.400000 sec): 3 clusters
  Score: Raw -17641378.633214 + Penalty 5805.065296 = -17635573.567918
  nChanged 53
		SP:Iteration 28Q (1487.850000 sec): 3 clusters
  Score: Raw -17641379.888700 + Penalty 5805.065296 = -17635574.823404
  nChanged 39
		SP:Iteration 29Q (1488.310000 sec): 3 clusters
  Score: Raw -17641380.624039 + Penalty 5805.065296 = -17635575.558743
  nChanged 29
		SP:Iteration 30Q (1488.770000 sec): 3 clusters
  Score: Raw -17641381.148293 + Penalty 5805.065296 = -17635576.082997
  nChanged 21
		SP:Iteration 31Q (1489.220000 sec): 3 clusters
  Score: Raw -17641381.443289 + Penalty 5805.065296 = -17635576.377993
  nChanged 13
		SP:Iteration 32Q (1489.680000 sec): 3 clusters
  Score: Raw -17641381.611878 + Penalty 5805.065296 = -17635576.546582
  nChanged 10
		SP:Iteration 33Q (1490.130000 sec): 3 clusters
  Score: Raw -17641381.764141 + Penalty 5805.065296 = -17635576.698845
  nChanged 8
		SP:Iteration 34Q (1490.580000 sec): 3 clusters
  Score: Raw -17641381.913252 + Penalty 5805.065296 = -17635576.847956
  nChanged 9
		SP:Iteration 35Q (1491.040000 sec): 3 clusters
  Score: Raw -17641382.031351 + Penalty 5805.065296 = -17635576.966055
  nChanged 12
		SP:Iteration 36Q (1491.490000 sec): 3 clusters
  Score: Raw -17641382.207357 + Penalty 5805.065296 = -17635577.142061
  nChanged 10
		SP:Iteration 37Q (1491.950000 sec): 3 clusters
  Score: Raw -17641382.338277 + Penalty 5805.065296 = -17635577.272981
  nChanged 11
		SP:Iteration 38Q (1492.400000 sec): 3 clusters
  Score: Raw -17641382.502823 + Penalty 5805.065296 = -17635577.437527
  nChanged 8
		SP:Iteration 39Q (1492.840000 sec): 3 clusters
  Score: Raw -17641382.629041 + Penalty 5805.065296 = -17635577.563745
  nChanged 7
		SP:Iteration 40F (1493.330000 sec): 3 clusters
  Score: Raw -17641382.722275 + Penalty 5805.065296 = -17635577.656979
  nChanged 9
		SP:Iteration 41Q (1493.780000 sec): 3 clusters
  Score: Raw -17641382.846043 + Penalty 5805.065296 = -17635577.780747
  nChanged 7
		SP:Iteration 42Q (1494.230000 sec): 3 clusters
  Score: Raw -17641382.977441 + Penalty 5805.065296 = -17635577.912145
  nChanged 11
		SP:Iteration 43Q (1494.650000 sec): 3 clusters
  Score: Raw -17641383.111510 + Penalty 5805.065296 = -17635578.046214
  nChanged 4
		SP:Iteration 44Q (1495.070000 sec): 3 clusters
  Score: Raw -17641383.158045 + Penalty 5805.065296 = -17635578.092749
  nChanged 3
		SP:Iteration 45Q (1495.490000 sec): 3 clusters
  Score: Raw -17641383.202377 + Penalty 5805.065296 = -17635578.137080
  nChanged 4
		SP:Iteration 46Q (1495.920000 sec): 3 clusters
  Score: Raw -17641383.233064 + Penalty 5805.065296 = -17635578.167768
  nChanged 1
		SP:Iteration 47Q (1496.340000 sec): 3 clusters
  Score: Raw -17641383.238970 + Penalty 5805.065296 = -17635578.173674
  nChanged 1
		SP:Iteration 48Q (1496.760000 sec): 3 clusters
  Score: Raw -17641383.243428 + Penalty 5805.065296 = -17635578.178132
  nChanged 0
		SP:Iteration 49F (1497.210000 sec): 3 clusters
  Score: Raw -17641383.243428 + Penalty 5805.065296 = -17635578.178132
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1497.300000 sec): 2 clusters
  Score: Raw -1791404.319174 + Penalty 2324.095586 = -1789080.223588
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1497.340000 sec): 3 clusters
  Score: Raw -1784942.192884 + Penalty 4648.191171 = -1780294.001712
  nChanged 4979
		SP:Iteration 1F (1497.380000 sec): 3 clusters
  Score: Raw -1787627.299756 + Penalty 4648.191171 = -1782979.108585
  nChanged 686
		SP:Iteration 2F (1497.420000 sec): 3 clusters
  Score: Raw -1787927.007192 + Penalty 4648.191171 = -1783278.816021
  nChanged 579
		SP:Iteration 3Q (1497.470000 sec): 3 clusters
  Score: Raw -1788169.500421 + Penalty 4648.191171 = -1783521.309250
  nChanged 509
		SP:Iteration 4Q (1497.510000 sec): 3 clusters
  Score: Raw -1788384.173887 + Penalty 4648.191171 = -1783735.982716
  nChanged 454
		SP:Iteration 5Q (1497.560000 sec): 3 clusters
  Score: Raw -1788579.110759 + Penalty 4648.191171 = -1783930.919588
  nChanged 463
		SP:Iteration 6Q (1497.600000 sec): 3 clusters
  Score: Raw -1788803.345267 + Penalty 4648.191171 = -1784155.154096
  nChanged 484
		SP:Iteration 7Q (1497.640000 sec): 3 clusters
  Score: Raw -1789060.023621 + Penalty 4648.191171 = -1784411.832450
  nChanged 519
		SP:Iteration 8Q (1497.680000 sec): 3 clusters
  Score: Raw -1789359.765319 + Penalty 4648.191171 = -1784711.574148
  nChanged 550
		SP:Iteration 9Q (1497.730000 sec): 3 clusters
  Score: Raw -1789702.698687 + Penalty 4648.191171 = -1785054.507516
  nChanged 537
		SP:Iteration 10Q (1497.770000 sec): 3 clusters
  Score: Raw -1790069.811563 + Penalty 4648.191171 = -1785421.620392
  nChanged 536
		SP:Iteration 11Q (1497.810000 sec): 3 clusters
  Score: Raw -1790467.927766 + Penalty 4648.191171 = -1785819.736595
  nChanged 453
		SP:Iteration 12Q (1497.860000 sec): 3 clusters
  Score: Raw -1790813.466585 + Penalty 4648.191171 = -1786165.275414
  nChanged 361
		SP:Iteration 13Q (1497.900000 sec): 3 clusters
  Score: Raw -1791107.288928 + Penalty 4648.191171 = -1786459.097757
  nChanged 263
		SP:Iteration 14Q (1497.940000 sec): 3 clusters
  Score: Raw -1791316.062084 + Penalty 4648.191171 = -1786667.870913
  nChanged 200
		SP:Iteration 15Q (1497.980000 sec): 3 clusters
  Score: Raw -1791464.762664 + Penalty 4648.191171 = -1786816.571493
  nChanged 154
		SP:Iteration 16Q (1498.020000 sec): 3 clusters
  Score: Raw -1791576.644201 + Penalty 4648.191171 = -1786928.453030
  nChanged 111
		SP:Iteration 17Q (1498.060000 sec): 3 clusters
  Score: Raw -1791653.658548 + Penalty 4648.191171 = -1787005.467377
  nChanged 81
		SP:Iteration 18Q (1498.090000 sec): 3 clusters
  Score: Raw -1791709.485379 + Penalty 4648.191171 = -1787061.294208
  nChanged 50
		SP:Iteration 19Q (1498.130000 sec): 3 clusters
  Score: Raw -1791744.376991 + Penalty 4648.191171 = -1787096.185820
  nChanged 27
		SP:Iteration 20F (1498.170000 sec): 3 clusters
  Score: Raw -1791767.783475 + Penalty 4648.191171 = -1787119.592304
  nChanged 36
		SP:Iteration 21Q (1498.200000 sec): 3 clusters
  Score: Raw -1791791.039082 + Penalty 4648.191171 = -1787142.847911
  nChanged 26
		SP:Iteration 22Q (1498.240000 sec): 3 clusters
  Score: Raw -1791811.699230 + Penalty 4648.191171 = -1787163.508058
  nChanged 16
		SP:Iteration 23Q (1498.280000 sec): 3 clusters
  Score: Raw -1791826.121781 + Penalty 4648.191171 = -1787177.930609
  nChanged 13
		SP:Iteration 24Q (1498.320000 sec): 3 clusters
  Score: Raw -1791837.778297 + Penalty 4648.191171 = -1787189.587125
  nChanged 10
		SP:Iteration 25Q (1498.360000 sec): 3 clusters
  Score: Raw -1791845.814711 + Penalty 4648.191171 = -1787197.623539
  nChanged 9
		SP:Iteration 26Q (1498.400000 sec): 3 clusters
  Score: Raw -1791851.376920 + Penalty 4648.191171 = -1787203.185749
  nChanged 4
		SP:Iteration 27Q (1498.440000 sec): 3 clusters
  Score: Raw -1791855.246232 + Penalty 4648.191171 = -1787207.055061
  nChanged 7
		SP:Iteration 28Q (1498.480000 sec): 3 clusters
  Score: Raw -1791861.577024 + Penalty 4648.191171 = -1787213.385853
  nChanged 6
		SP:Iteration 29Q (1498.520000 sec): 3 clusters
  Score: Raw -1791866.597075 + Penalty 4648.191171 = -1787218.405903
  nChanged 3
		SP:Iteration 30Q (1498.560000 sec): 3 clusters
  Score: Raw -1791869.182049 + Penalty 4648.191171 = -1787220.990878
  nChanged 4
		SP:Iteration 31Q (1498.600000 sec): 3 clusters
  Score: Raw -1791872.170065 + Penalty 4648.191171 = -1787223.978894
  nChanged 3
		SP:Iteration 32Q (1498.640000 sec): 3 clusters
  Score: Raw -1791873.907808 + Penalty 4648.191171 = -1787225.716637
  nChanged 1
		SP:Iteration 33Q (1498.680000 sec): 3 clusters
  Score: Raw -1791874.353791 + Penalty 4648.191171 = -1787226.162620
  nChanged 2
		SP:Iteration 34Q (1498.720000 sec): 3 clusters
  Score: Raw -1791875.126154 + Penalty 4648.191171 = -1787226.934982
  nChanged 0
		SP:Iteration 35F (1498.760000 sec): 3 clusters
  Score: Raw -1791875.126154 + Penalty 4648.191171 = -1787226.934982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (5231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1498.790000 sec): 2 clusters
  Score: Raw -744859.213134 + Penalty 2123.464720 = -742735.748414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1498.810000 sec): 3 clusters
  Score: Raw -742345.734336 + Penalty 4246.929441 = -738098.804895
  nChanged 1988
		SP:Iteration 1F (1498.830000 sec): 3 clusters
  Score: Raw -743591.787968 + Penalty 4246.929441 = -739344.858527
  nChanged 431
		SP:Iteration 2F (1498.850000 sec): 3 clusters
  Score: Raw -743882.330513 + Penalty 4246.929441 = -739635.401072
  nChanged 314
		SP:Iteration 3F (1498.870000 sec): 3 clusters
  Score: Raw -744097.592662 + Penalty 4246.929441 = -739850.663221
  nChanged 265
		SP:Iteration 4F (1498.890000 sec): 3 clusters
  Score: Raw -744258.261968 + Penalty 4246.929441 = -740011.332527
  nChanged 224
		SP:Iteration 5Q (1498.920000 sec): 3 clusters
  Score: Raw -744417.277359 + Penalty 4246.929441 = -740170.347918
  nChanged 220
		SP:Iteration 6Q (1498.940000 sec): 3 clusters
  Score: Raw -744569.893275 + Penalty 4246.929441 = -740322.963835
  nChanged 193
		SP:Iteration 7Q (1498.960000 sec): 3 clusters
  Score: Raw -744691.464631 + Penalty 4246.929441 = -740444.535190
  nChanged 159
		SP:Iteration 8Q (1498.980000 sec): 3 clusters
  Score: Raw -744796.595280 + Penalty 4246.929441 = -740549.665839
  nChanged 141
		SP:Iteration 9Q (1499.000000 sec): 3 clusters
  Score: Raw -744882.743369 + Penalty 4246.929441 = -740635.813929
  nChanged 113
		SP:Iteration 10Q (1499.020000 sec): 3 clusters
  Score: Raw -744949.266674 + Penalty 4246.929441 = -740702.337233
  nChanged 100
		SP:Iteration 11Q (1499.040000 sec): 3 clusters
  Score: Raw -745011.410234 + Penalty 4246.929441 = -740764.480793
  nChanged 96
		SP:Iteration 12Q (1499.060000 sec): 3 clusters
  Score: Raw -745072.511650 + Penalty 4246.929441 = -740825.582209
  nChanged 89
		SP:Iteration 13Q (1499.080000 sec): 3 clusters
  Score: Raw -745132.058179 + Penalty 4246.929441 = -740885.128738
  nChanged 82
		SP:Iteration 14Q (1499.100000 sec): 3 clusters
  Score: Raw -745187.877105 + Penalty 4246.929441 = -740940.947664
  nChanged 80
		SP:Iteration 15Q (1499.120000 sec): 3 clusters
  Score: Raw -745245.170663 + Penalty 4246.929441 = -740998.241222
  nChanged 72
		SP:Iteration 16Q (1499.140000 sec): 3 clusters
  Score: Raw -745291.347030 + Penalty 4246.929441 = -741044.417590
  nChanged 44
		SP:Iteration 17Q (1499.160000 sec): 3 clusters
  Score: Raw -745315.831273 + Penalty 4246.929441 = -741068.901832
  nChanged 36
		SP:Iteration 18Q (1499.180000 sec): 3 clusters
  Score: Raw -745332.166116 + Penalty 4246.929441 = -741085.236675
  nChanged 28
		SP:Iteration 19Q (1499.200000 sec): 3 clusters
  Score: Raw -745346.969417 + Penalty 4246.929441 = -741100.039976
  nChanged 25
		SP:Iteration 20F (1499.220000 sec): 3 clusters
  Score: Raw -745361.340564 + Penalty 4246.929441 = -741114.411123
  nChanged 21
		SP:Iteration 21Q (1499.240000 sec): 3 clusters
  Score: Raw -745374.715097 + Penalty 4246.929441 = -741127.785656
  nChanged 22
		SP:Iteration 22Q (1499.260000 sec): 3 clusters
  Score: Raw -745387.443461 + Penalty 4246.929441 = -741140.514020
  nChanged 22
		SP:Iteration 23Q (1499.280000 sec): 3 clusters
  Score: Raw -745397.881298 + Penalty 4246.929441 = -741150.951858
  nChanged 15
		SP:Iteration 24Q (1499.300000 sec): 3 clusters
  Score: Raw -745405.958756 + Penalty 4246.929441 = -741159.029315
  nChanged 16
		SP:Iteration 25Q (1499.320000 sec): 3 clusters
  Score: Raw -745414.422149 + Penalty 4246.929441 = -741167.492708
  nChanged 17
		SP:Iteration 26Q (1499.340000 sec): 3 clusters
  Score: Raw -745421.106661 + Penalty 4246.929441 = -741174.177220
  nChanged 8
		SP:Iteration 27Q (1499.360000 sec): 3 clusters
  Score: Raw -745424.857780 + Penalty 4246.929441 = -741177.928340
  nChanged 7
		SP:Iteration 28Q (1499.380000 sec): 3 clusters
  Score: Raw -745428.302178 + Penalty 4246.929441 = -741181.372737
  nChanged 6
		SP:Iteration 29Q (1499.390000 sec): 3 clusters
  Score: Raw -745431.406544 + Penalty 4246.929441 = -741184.477103
  nChanged 6
		SP:Iteration 30Q (1499.410000 sec): 3 clusters
  Score: Raw -745434.196276 + Penalty 4246.929441 = -741187.266836
  nChanged 10
		SP:Iteration 31Q (1499.430000 sec): 3 clusters
  Score: Raw -745440.900583 + Penalty 4246.929441 = -741193.971143
  nChanged 8
		SP:Iteration 32Q (1499.450000 sec): 3 clusters
  Score: Raw -745444.771063 + Penalty 4246.929441 = -741197.841622
  nChanged 6
		SP:Iteration 33Q (1499.470000 sec): 3 clusters
  Score: Raw -745447.236129 + Penalty 4246.929441 = -741200.306688
  nChanged 4
		SP:Iteration 34Q (1499.490000 sec): 3 clusters
  Score: Raw -745449.348340 + Penalty 4246.929441 = -741202.418899
  nChanged 5
		SP:Iteration 35Q (1499.500000 sec): 3 clusters
  Score: Raw -745452.087731 + Penalty 4246.929441 = -741205.158290
  nChanged 5
		SP:Iteration 36Q (1499.520000 sec): 3 clusters
  Score: Raw -745454.784081 + Penalty 4246.929441 = -741207.854640
  nChanged 2
		SP:Iteration 37Q (1499.540000 sec): 3 clusters
  Score: Raw -745456.540867 + Penalty 4246.929441 = -741209.611426
  nChanged 1
		SP:Iteration 38Q (1499.560000 sec): 3 clusters
  Score: Raw -745457.350016 + Penalty 4246.929441 = -741210.420575
  nChanged 3
		SP:Iteration 39Q (1499.580000 sec): 3 clusters
  Score: Raw -745458.598652 + Penalty 4246.929441 = -741211.669211
  nChanged 0
		SP:Iteration 40F (1499.600000 sec): 3 clusters
  Score: Raw -745458.598652 + Penalty 4246.929441 = -741211.669211
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1499.600000 sec): 2 clusters
  Score: Raw -28187.196059 + Penalty 1371.298414 = -26815.897645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1499.600000 sec): 3 clusters
  Score: Raw -28498.329613 + Penalty 2742.596827 = -25755.732785
  nChanged 43
		SP:Iteration 1F (1499.610000 sec): 3 clusters
  Score: Raw -28802.858279 + Penalty 2742.596827 = -26060.261451
  nChanged 24
		SP:Iteration 2F (1499.610000 sec): 3 clusters
  Score: Raw -29034.327009 + Penalty 2742.596827 = -26291.730182
  nChanged 15
		SP:Iteration 3F (1499.610000 sec): 3 clusters
  Score: Raw -29135.634076 + Penalty 2742.596827 = -26393.037248
  nChanged 9
		SP:Iteration 4Q (1499.610000 sec): 3 clusters
  Score: Raw -29360.662608 + Penalty 2742.596827 = -26618.065780
  nChanged 6
		SP:Iteration 5Q (1499.610000 sec): 3 clusters
  Score: Raw -29461.585464 + Penalty 2742.596827 = -26718.988637
  nChanged 7
		SP:Iteration 6Q (1499.610000 sec): 3 clusters
  Score: Raw -29542.929278 + Penalty 2742.596827 = -26800.332451
  nChanged 3
		SP:Iteration 7Q (1499.610000 sec): 3 clusters
  Score: Raw -29570.020356 + Penalty 2742.596827 = -26827.423528
  nChanged 2
		SP:Iteration 8Q (1499.610000 sec): 3 clusters
  Score: Raw -29582.101960 + Penalty 2742.596827 = -26839.505133
  nChanged 1
		SP:Iteration 9Q (1499.610000 sec): 3 clusters
  Score: Raw -29586.759993 + Penalty 2742.596827 = -26844.163165
  nChanged 1
		SP:Iteration 10Q (1499.620000 sec): 3 clusters
  Score: Raw -29593.140613 + Penalty 2742.596827 = -26850.543785
  nChanged 0
		SP:Iteration 11F (1499.620000 sec): 3 clusters
  Score: Raw -29593.284712 + Penalty 2742.596827 = -26850.687885
  nChanged 1
		SP:Iteration 12Q (1499.620000 sec): 3 clusters
  Score: Raw -29611.467650 + Penalty 2742.596827 = -26868.870823
  nChanged 0
		SP:Iteration 13F (1499.620000 sec): 3 clusters
  Score: Raw -29611.467650 + Penalty 2742.596827 = -26868.870823
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 33.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (31290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1499.740000 sec): 2 clusters
  Score: Raw -4567338.807658 + Penalty 2567.061351 = -4564771.746307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1499.870000 sec): 3 clusters
  Score: Raw -4548657.662049 + Penalty 5134.122703 = -4543523.539346
  nChanged 14036
		SP:Iteration 1F (1500.000000 sec): 3 clusters
  Score: Raw -4556401.115939 + Penalty 5134.122703 = -4551266.993236
  nChanged 1513
		SP:Iteration 2Q (1500.130000 sec): 3 clusters
  Score: Raw -4556979.507727 + Penalty 5134.122703 = -4551845.385024
  nChanged 1565
		SP:Iteration 3F (1500.260000 sec): 3 clusters
  Score: Raw -4557767.163005 + Penalty 5134.122703 = -4552633.040302
  nChanged 1731
		SP:Iteration 4F (1500.380000 sec): 3 clusters
  Score: Raw -4558822.227851 + Penalty 5134.122703 = -4553688.105148
  nChanged 1970
		SP:Iteration 5F (1500.510000 sec): 3 clusters
  Score: Raw -4560154.141554 + Penalty 5134.122703 = -4555020.018851
  nChanged 2096
		SP:Iteration 6F (1500.640000 sec): 3 clusters
  Score: Raw -4561558.152117 + Penalty 5134.122703 = -4556424.029414
  nChanged 2070
		SP:Iteration 7F (1500.760000 sec): 3 clusters
  Score: Raw -4562929.855934 + Penalty 5134.122703 = -4557795.733231
  nChanged 1804
		SP:Iteration 8F (1500.890000 sec): 3 clusters
  Score: Raw -4564025.077353 + Penalty 5134.122703 = -4558890.954650
  nChanged 1361
		SP:Iteration 9Q (1501.020000 sec): 3 clusters
  Score: Raw -4564724.291283 + Penalty 5134.122703 = -4559590.168580
  nChanged 959
		SP:Iteration 10Q (1501.150000 sec): 3 clusters
  Score: Raw -4565116.503981 + Penalty 5134.122703 = -4559982.381278
  nChanged 649
		SP:Iteration 11Q (1501.280000 sec): 3 clusters
  Score: Raw -4565332.653532 + Penalty 5134.122703 = -4560198.530829
  nChanged 493
		SP:Iteration 12Q (1501.410000 sec): 3 clusters
  Score: Raw -4565490.087340 + Penalty 5134.122703 = -4560355.964637
  nChanged 433
		SP:Iteration 13Q (1501.540000 sec): 3 clusters
  Score: Raw -4565631.090146 + Penalty 5134.122703 = -4560496.967443
  nChanged 407
		SP:Iteration 14Q (1501.670000 sec): 3 clusters
  Score: Raw -4565761.481666 + Penalty 5134.122703 = -4560627.358963
  nChanged 380
		SP:Iteration 15Q (1501.800000 sec): 3 clusters
  Score: Raw -4565883.879931 + Penalty 5134.122703 = -4560749.757228
  nChanged 385
		SP:Iteration 16Q (1501.920000 sec): 3 clusters
  Score: Raw -4566024.748038 + Penalty 5134.122703 = -4560890.625335
  nChanged 373
		SP:Iteration 17Q (1502.050000 sec): 3 clusters
  Score: Raw -4566191.554037 + Penalty 5134.122703 = -4561057.431334
  nChanged 390
		SP:Iteration 18Q (1502.180000 sec): 3 clusters
  Score: Raw -4566489.067690 + Penalty 5134.122703 = -4561354.944987
  nChanged 411
		SP:Iteration 19Q (1502.300000 sec): 3 clusters
  Score: Raw -4566984.753804 + Penalty 5134.122703 = -4561850.631101
  nChanged 355
		SP:Iteration 20F (1502.430000 sec): 3 clusters
  Score: Raw -4567494.973479 + Penalty 5134.122703 = -4562360.850776
  nChanged 309
		SP:Iteration 21Q (1502.550000 sec): 3 clusters
  Score: Raw -4567854.336573 + Penalty 5134.122703 = -4562720.213870
  nChanged 274
		SP:Iteration 22Q (1502.660000 sec): 3 clusters
  Score: Raw -4568038.061789 + Penalty 5134.122703 = -4562903.939086
  nChanged 231
		SP:Iteration 23Q (1502.760000 sec): 3 clusters
  Score: Raw -4568154.323150 + Penalty 5134.122703 = -4563020.200447
  nChanged 174
		SP:Iteration 24Q (1502.870000 sec): 3 clusters
  Score: Raw -4568214.581324 + Penalty 5134.122703 = -4563080.458621
  nChanged 138
		SP:Iteration 25Q (1502.970000 sec): 3 clusters
  Score: Raw -4568254.138907 + Penalty 5134.122703 = -4563120.016204
  nChanged 124
		SP:Iteration 26Q (1503.070000 sec): 3 clusters
  Score: Raw -4568290.500967 + Penalty 5134.122703 = -4563156.378264
  nChanged 99
		SP:Iteration 27Q (1503.180000 sec): 3 clusters
  Score: Raw -4568316.922295 + Penalty 5134.122703 = -4563182.799592
  nChanged 81
		SP:Iteration 28Q (1503.280000 sec): 3 clusters
  Score: Raw -4568339.690555 + Penalty 5134.122703 = -4563205.567852
  nChanged 66
		SP:Iteration 29Q (1503.380000 sec): 3 clusters
  Score: Raw -4568354.390937 + Penalty 5134.122703 = -4563220.268234
  nChanged 59
		SP:Iteration 30Q (1503.480000 sec): 3 clusters
  Score: Raw -4568367.244669 + Penalty 5134.122703 = -4563233.121966
  nChanged 50
		SP:Iteration 31Q (1503.580000 sec): 3 clusters
  Score: Raw -4568376.733998 + Penalty 5134.122703 = -4563242.611295
  nChanged 44
		SP:Iteration 32Q (1503.680000 sec): 3 clusters
  Score: Raw -4568386.098761 + Penalty 5134.122703 = -4563251.976058
  nChanged 46
		SP:Iteration 33Q (1503.790000 sec): 3 clusters
  Score: Raw -4568396.311898 + Penalty 5134.122703 = -4563262.189195
  nChanged 36
		SP:Iteration 34Q (1503.890000 sec): 3 clusters
  Score: Raw -4568405.921465 + Penalty 5134.122703 = -4563271.798762
  nChanged 35
		SP:Iteration 35Q (1503.990000 sec): 3 clusters
  Score: Raw -4568413.154289 + Penalty 5134.122703 = -4563279.031586
  nChanged 22
		SP:Iteration 36Q (1504.080000 sec): 3 clusters
  Score: Raw -4568416.717683 + Penalty 5134.122703 = -4563282.594980
  nChanged 23
		SP:Iteration 37Q (1504.180000 sec): 3 clusters
  Score: Raw -4568420.544947 + Penalty 5134.122703 = -4563286.422244
  nChanged 19
		SP:Iteration 38Q (1504.280000 sec): 3 clusters
  Score: Raw -4568424.248386 + Penalty 5134.122703 = -4563290.125683
  nChanged 23
		SP:Iteration 39Q (1504.380000 sec): 3 clusters
  Score: Raw -4568428.355294 + Penalty 5134.122703 = -4563294.232591
  nChanged 19
		SP:Iteration 40F (1504.500000 sec): 3 clusters
  Score: Raw -4568431.025702 + Penalty 5134.122703 = -4563296.902999
  nChanged 15
		SP:Iteration 41Q (1504.600000 sec): 3 clusters
  Score: Raw -4568433.470830 + Penalty 5134.122703 = -4563299.348127
  nChanged 10
		SP:Iteration 42Q (1504.700000 sec): 3 clusters
  Score: Raw -4568434.749004 + Penalty 5134.122703 = -4563300.626301
  nChanged 6
		SP:Iteration 43Q (1504.800000 sec): 3 clusters
  Score: Raw -4568435.573426 + Penalty 5134.122703 = -4563301.450723
  nChanged 5
		SP:Iteration 44Q (1504.900000 sec): 3 clusters
  Score: Raw -4568436.469729 + Penalty 5134.122703 = -4563302.347026
  nChanged 8
		SP:Iteration 45Q (1505.000000 sec): 3 clusters
  Score: Raw -4568438.183457 + Penalty 5134.122703 = -4563304.060754
  nChanged 7
		SP:Iteration 46Q (1505.100000 sec): 3 clusters
  Score: Raw -4568439.575979 + Penalty 5134.122703 = -4563305.453276
  nChanged 9
		SP:Iteration 47Q (1505.200000 sec): 3 clusters
  Score: Raw -4568441.043884 + Penalty 5134.122703 = -4563306.921181
  nChanged 11
		SP:Iteration 48Q (1505.300000 sec): 3 clusters
  Score: Raw -4568442.553665 + Penalty 5134.122703 = -4563308.430962
  nChanged 5
		SP:Iteration 49Q (1505.410000 sec): 3 clusters
  Score: Raw -4568443.097508 + Penalty 5134.122703 = -4563308.974805
  nChanged 2
		SP:Iteration 50Q (1505.510000 sec): 3 clusters
  Score: Raw -4568443.265587 + Penalty 5134.122703 = -4563309.142884
  nChanged 0
		SP:Iteration 51F (1505.640000 sec): 3 clusters
  Score: Raw -4568443.265587 + Penalty 5134.122703 = -4563309.142884
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.650000 sec): 2 clusters
  Score: Raw -52879.326026 + Penalty 1478.967677 = -51400.358349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.660000 sec): 3 clusters
  Score: Raw -53107.559135 + Penalty 2957.935354 = -50149.623781
  nChanged 70
		SP:Iteration 1F (1505.660000 sec): 3 clusters
  Score: Raw -53314.957610 + Penalty 2957.935354 = -50357.022255
  nChanged 27
		SP:Iteration 2F (1505.660000 sec): 3 clusters
  Score: Raw -53427.461603 + Penalty 2957.935354 = -50469.526249
  nChanged 14
		SP:Iteration 3Q (1505.660000 sec): 3 clusters
  Score: Raw -53499.386606 + Penalty 2957.935354 = -50541.451251
  nChanged 9
		SP:Iteration 4Q (1505.660000 sec): 3 clusters
  Score: Raw -53543.574960 + Penalty 2957.935354 = -50585.639606
  nChanged 7
		SP:Iteration 5Q (1505.660000 sec): 3 clusters
  Score: Raw -53566.152281 + Penalty 2957.935354 = -50608.216927
  nChanged 3
		SP:Iteration 6Q (1505.660000 sec): 3 clusters
  Score: Raw -53571.084325 + Penalty 2957.935354 = -50613.148970
  nChanged 3
		SP:Iteration 7Q (1505.670000 sec): 3 clusters
  Score: Raw -53579.723107 + Penalty 2957.935354 = -50621.787753
  nChanged 1
		SP:Iteration 8Q (1505.670000 sec): 3 clusters
  Score: Raw -53583.962409 + Penalty 2957.935354 = -50626.027054
  nChanged 2
		SP:Iteration 9Q (1505.670000 sec): 3 clusters
  Score: Raw -53596.004512 + Penalty 2957.935354 = -50638.069158
  nChanged 2
		SP:Iteration 10Q (1505.670000 sec): 3 clusters
  Score: Raw -53599.704008 + Penalty 2957.935354 = -50641.768653
  nChanged 0
		SP:Iteration 11F (1505.670000 sec): 3 clusters
  Score: Raw -53599.704008 + Penalty 2957.935354 = -50641.768653
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 23 (597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.680000 sec): 2 clusters
  Score: Raw -76864.745267 + Penalty 1585.195444 = -75279.549823
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.680000 sec): 3 clusters
  Score: Raw -76870.675729 + Penalty 3170.390888 = -73700.284841
  nChanged 132
		SP:Iteration 1F (1505.680000 sec): 3 clusters
  Score: Raw -77169.395089 + Penalty 3170.390888 = -73999.004201
  nChanged 32
		SP:Iteration 2F (1505.680000 sec): 3 clusters
  Score: Raw -77285.654149 + Penalty 3170.390888 = -74115.263261
  nChanged 18
		SP:Iteration 3Q (1505.690000 sec): 3 clusters
  Score: Raw -77406.885014 + Penalty 3170.390888 = -74236.494126
  nChanged 19
		SP:Iteration 4Q (1505.690000 sec): 3 clusters
  Score: Raw -77457.905943 + Penalty 3170.390888 = -74287.515055
  nChanged 15
		SP:Iteration 5Q (1505.690000 sec): 3 clusters
  Score: Raw -77494.904994 + Penalty 3170.390888 = -74324.514106
  nChanged 10
		SP:Iteration 6Q (1505.690000 sec): 3 clusters
  Score: Raw -77532.721753 + Penalty 3170.390888 = -74362.330865
  nChanged 10
		SP:Iteration 7Q (1505.700000 sec): 3 clusters
  Score: Raw -77589.985971 + Penalty 3170.390888 = -74419.595083
  nChanged 8
		SP:Iteration 8Q (1505.700000 sec): 3 clusters
  Score: Raw -77641.761503 + Penalty 3170.390888 = -74471.370615
  nChanged 9
		SP:Iteration 9Q (1505.700000 sec): 3 clusters
  Score: Raw -77667.056582 + Penalty 3170.390888 = -74496.665693
  nChanged 6
		SP:Iteration 10Q (1505.700000 sec): 3 clusters
  Score: Raw -77711.116417 + Penalty 3170.390888 = -74540.725529
  nChanged 2
		SP:Iteration 11Q (1505.700000 sec): 3 clusters
  Score: Raw -77739.627961 + Penalty 3170.390888 = -74569.237073
  nChanged 3
		SP:Iteration 12Q (1505.710000 sec): 3 clusters
  Score: Raw -77744.232903 + Penalty 3170.390888 = -74573.842015
  nChanged 3
		SP:Iteration 13Q (1505.710000 sec): 3 clusters
  Score: Raw -77748.661213 + Penalty 3170.390888 = -74578.270325
  nChanged 0
		SP:Iteration 14F (1505.710000 sec): 3 clusters
  Score: Raw -77748.661213 + Penalty 3170.390888 = -74578.270325
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1776 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.720000 sec): 2 clusters
  Score: Raw -255120.713604 + Penalty 1855.565493 = -253265.148111
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.730000 sec): 3 clusters
  Score: Raw -254493.197884 + Penalty 3711.130986 = -250782.066898
  nChanged 546
		SP:Iteration 1F (1505.740000 sec): 3 clusters
  Score: Raw -254900.813710 + Penalty 3711.130986 = -251189.682724
  nChanged 127
		SP:Iteration 2F (1505.740000 sec): 3 clusters
  Score: Raw -255014.480262 + Penalty 3711.130986 = -251303.349276
  nChanged 72
		SP:Iteration 3Q (1505.750000 sec): 3 clusters
  Score: Raw -255082.634658 + Penalty 3711.130986 = -251371.503672
  nChanged 52
		SP:Iteration 4Q (1505.760000 sec): 3 clusters
  Score: Raw -255142.203270 + Penalty 3711.130986 = -251431.072284
  nChanged 47
		SP:Iteration 5Q (1505.760000 sec): 3 clusters
  Score: Raw -255192.289717 + Penalty 3711.130986 = -251481.158731
  nChanged 49
		SP:Iteration 6Q (1505.770000 sec): 3 clusters
  Score: Raw -255245.902878 + Penalty 3711.130986 = -251534.771892
  nChanged 56
		SP:Iteration 7Q (1505.780000 sec): 3 clusters
  Score: Raw -255312.911491 + Penalty 3711.130986 = -251601.780505
  nChanged 52
		SP:Iteration 8Q (1505.780000 sec): 3 clusters
  Score: Raw -255371.265475 + Penalty 3711.130986 = -251660.134489
  nChanged 42
		SP:Iteration 9Q (1505.790000 sec): 3 clusters
  Score: Raw -255418.569787 + Penalty 3711.130986 = -251707.438800
  nChanged 44
		SP:Iteration 10Q (1505.800000 sec): 3 clusters
  Score: Raw -255457.816349 + Penalty 3711.130986 = -251746.685363
  nChanged 45
		SP:Iteration 11Q (1505.800000 sec): 3 clusters
  Score: Raw -255504.661164 + Penalty 3711.130986 = -251793.530178
  nChanged 34
		SP:Iteration 12Q (1505.810000 sec): 3 clusters
  Score: Raw -255541.973676 + Penalty 3711.130986 = -251830.842689
  nChanged 25
		SP:Iteration 13Q (1505.820000 sec): 3 clusters
  Score: Raw -255564.549750 + Penalty 3711.130986 = -251853.418763
  nChanged 20
		SP:Iteration 14Q (1505.820000 sec): 3 clusters
  Score: Raw -255588.112825 + Penalty 3711.130986 = -251876.981838
  nChanged 23
		SP:Iteration 15Q (1505.830000 sec): 3 clusters
  Score: Raw -255612.032067 + Penalty 3711.130986 = -251900.901081
  nChanged 34
		SP:Iteration 16Q (1505.840000 sec): 3 clusters
  Score: Raw -255654.115186 + Penalty 3711.130986 = -251942.984200
  nChanged 25
		SP:Iteration 17Q (1505.850000 sec): 3 clusters
  Score: Raw -255686.946759 + Penalty 3711.130986 = -251975.815773
  nChanged 21
		SP:Iteration 18Q (1505.860000 sec): 3 clusters
  Score: Raw -255701.668627 + Penalty 3711.130986 = -251990.537641
  nChanged 8
		SP:Iteration 19Q (1505.860000 sec): 3 clusters
  Score: Raw -255709.961522 + Penalty 3711.130986 = -251998.830536
  nChanged 9
		SP:Iteration 20F (1505.870000 sec): 3 clusters
  Score: Raw -255717.744558 + Penalty 3711.130986 = -252006.613572
  nChanged 7
		SP:Iteration 21Q (1505.880000 sec): 3 clusters
  Score: Raw -255723.186102 + Penalty 3711.130986 = -252012.055116
  nChanged 2
		SP:Iteration 22Q (1505.880000 sec): 3 clusters
  Score: Raw -255726.447307 + Penalty 3711.130986 = -252015.316321
  nChanged 2
		SP:Iteration 23Q (1505.890000 sec): 3 clusters
  Score: Raw -255727.275967 + Penalty 3711.130986 = -252016.144981
  nChanged 1
		SP:Iteration 24Q (1505.900000 sec): 3 clusters
  Score: Raw -255728.098380 + Penalty 3711.130986 = -252016.967394
  nChanged 0
		SP:Iteration 25F (1505.900000 sec): 3 clusters
  Score: Raw -255728.098380 + Penalty 3711.130986 = -252016.967394
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.910000 sec): 2 clusters
  Score: Raw -14653.617785 + Penalty 1235.934442 = -13417.683343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.910000 sec): 3 clusters
  Score: Raw -15106.457535 + Penalty 2471.868884 = -12634.588651
  nChanged 19
		SP:Iteration 1F (1505.910000 sec): 3 clusters
  Score: Raw -15264.622646 + Penalty 2471.868884 = -12792.753762
  nChanged 6
		SP:Iteration 2Q (1505.910000 sec): 3 clusters
  Score: Raw -15345.229421 + Penalty 2471.868884 = -12873.360536
  nChanged 2
		SP:Iteration 3Q (1505.910000 sec): 3 clusters
  Score: Raw -15401.091939 + Penalty 2471.868884 = -12929.223054
  nChanged 0
		SP:Iteration 4F (1505.910000 sec): 3 clusters
  Score: Raw -15401.091939 + Penalty 2471.868884 = -12929.223054
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.920000 sec): 2 clusters
  Score: Raw -129928.921108 + Penalty 1708.113038 = -128220.808070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.920000 sec): 3 clusters
  Score: Raw -129702.610105 + Penalty 3416.226076 = -126286.384029
  nChanged 220
		SP:Iteration 1F (1505.920000 sec): 3 clusters
  Score: Raw -129989.833810 + Penalty 3416.226076 = -126573.607735
  nChanged 81
		SP:Iteration 2F (1505.930000 sec): 3 clusters
  Score: Raw -130120.518913 + Penalty 3416.226076 = -126704.292837
  nChanged 54
		SP:Iteration 3F (1505.930000 sec): 3 clusters
  Score: Raw -130212.599268 + Penalty 3416.226076 = -126796.373193
  nChanged 40
		SP:Iteration 4Q (1505.940000 sec): 3 clusters
  Score: Raw -130280.239762 + Penalty 3416.226076 = -126864.013687
  nChanged 33
		SP:Iteration 5Q (1505.940000 sec): 3 clusters
  Score: Raw -130342.732506 + Penalty 3416.226076 = -126926.506430
  nChanged 34
		SP:Iteration 6Q (1505.940000 sec): 3 clusters
  Score: Raw -130435.636209 + Penalty 3416.226076 = -127019.410133
  nChanged 42
		SP:Iteration 7Q (1505.950000 sec): 3 clusters
  Score: Raw -130576.699801 + Penalty 3416.226076 = -127160.473725
  nChanged 42
		SP:Iteration 8Q (1505.950000 sec): 3 clusters
  Score: Raw -130706.277060 + Penalty 3416.226076 = -127290.050984
  nChanged 44
		SP:Iteration 9Q (1505.960000 sec): 3 clusters
  Score: Raw -130827.902830 + Penalty 3416.226076 = -127411.676755
  nChanged 39
		SP:Iteration 10Q (1505.960000 sec): 3 clusters
  Score: Raw -130977.352186 + Penalty 3416.226076 = -127561.126110
  nChanged 33
		SP:Iteration 11Q (1505.960000 sec): 3 clusters
  Score: Raw -131070.213279 + Penalty 3416.226076 = -127653.987204
  nChanged 27
		SP:Iteration 12Q (1505.960000 sec): 3 clusters
  Score: Raw -131174.882442 + Penalty 3416.226076 = -127758.656366
  nChanged 15
		SP:Iteration 13Q (1505.970000 sec): 3 clusters
  Score: Raw -131240.631434 + Penalty 3416.226076 = -127824.405358
  nChanged 13
		SP:Iteration 14Q (1505.970000 sec): 3 clusters
  Score: Raw -131282.875823 + Penalty 3416.226076 = -127866.649748
  nChanged 9
		SP:Iteration 15Q (1505.980000 sec): 3 clusters
  Score: Raw -131300.773320 + Penalty 3416.226076 = -127884.547245
  nChanged 1
		SP:Iteration 16Q (1505.980000 sec): 3 clusters
  Score: Raw -131301.759803 + Penalty 3416.226076 = -127885.533727
  nChanged 1
		SP:Iteration 17Q (1505.980000 sec): 3 clusters
  Score: Raw -131303.310186 + Penalty 3416.226076 = -127887.084110
  nChanged 1
		SP:Iteration 18Q (1505.980000 sec): 3 clusters
  Score: Raw -131303.845306 + Penalty 3416.226076 = -127887.619230
  nChanged 0
		SP:Iteration 19F (1505.990000 sec): 3 clusters
  Score: Raw -131303.845306 + Penalty 3416.226076 = -127887.619230
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (157701 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1506.580000 sec): 2 clusters
  Score: Raw -22886003.896056 + Penalty 2968.177116 = -22883035.718940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1507.220000 sec): 3 clusters
  Score: Raw -22783547.779910 + Penalty 5936.354233 = -22777611.425678
  nChanged 75483
		SP:Iteration 1F (1507.860000 sec): 3 clusters
  Score: Raw -22827175.381459 + Penalty 5936.354233 = -22821239.027227
  nChanged 5138
		SP:Iteration 2Q (1508.530000 sec): 3 clusters
  Score: Raw -22828580.297710 + Penalty 5936.354233 = -22822643.943478
  nChanged 5855
		SP:Iteration 3Q (1509.190000 sec): 3 clusters
  Score: Raw -22830570.696208 + Penalty 5936.354233 = -22824634.341976
  nChanged 6925
		SP:Iteration 4Q (1509.840000 sec): 3 clusters
  Score: Raw -22833556.737623 + Penalty 5936.354233 = -22827620.383391
  nChanged 8528
		SP:Iteration 5F (1510.470000 sec): 3 clusters
  Score: Raw -22838270.005010 + Penalty 5936.354233 = -22832333.650777
  nChanged 10574
		SP:Iteration 6F (1511.110000 sec): 3 clusters
  Score: Raw -22845647.978851 + Penalty 5936.354233 = -22839711.624618
  nChanged 11962
		SP:Iteration 7F (1511.750000 sec): 3 clusters
  Score: Raw -22855510.097964 + Penalty 5936.354233 = -22849573.743731
  nChanged 11526
		SP:Iteration 8F (1512.390000 sec): 3 clusters
  Score: Raw -22865863.688049 + Penalty 5936.354233 = -22859927.333816
  nChanged 9236
		SP:Iteration 9F (1513.020000 sec): 3 clusters
  Score: Raw -22874336.269916 + Penalty 5936.354233 = -22868399.915683
  nChanged 6186
		SP:Iteration 10Q (1513.600000 sec): 3 clusters
  Score: Raw -22879925.605398 + Penalty 5936.354233 = -22873989.251165
  nChanged 3629
		SP:Iteration 11Q (1514.130000 sec): 3 clusters
  Score: Raw -22883092.416466 + Penalty 5936.354233 = -22877156.062233
  nChanged 1895
		SP:Iteration 12Q (1514.630000 sec): 3 clusters
  Score: Raw -22884697.190996 + Penalty 5936.354233 = -22878760.836764
  nChanged 941
		SP:Iteration 13Q (1515.110000 sec): 3 clusters
  Score: Raw -22885476.453895 + Penalty 5936.354233 = -22879540.099662
  nChanged 468
		SP:Iteration 14Q (1515.580000 sec): 3 clusters
  Score: Raw -22885822.543471 + Penalty 5936.354233 = -22879886.189238
  nChanged 278
		SP:Iteration 15Q (1516.030000 sec): 3 clusters
  Score: Raw -22886016.363948 + Penalty 5936.354233 = -22880080.009715
  nChanged 196
		SP:Iteration 16Q (1516.480000 sec): 3 clusters
  Score: Raw -22886153.659831 + Penalty 5936.354233 = -22880217.305598
  nChanged 145
		SP:Iteration 17Q (1516.930000 sec): 3 clusters
  Score: Raw -22886260.814112 + Penalty 5936.354233 = -22880324.459880
  nChanged 104
		SP:Iteration 18Q (1517.380000 sec): 3 clusters
  Score: Raw -22886332.798499 + Penalty 5936.354233 = -22880396.444267
  nChanged 71
		SP:Iteration 19Q (1517.840000 sec): 3 clusters
  Score: Raw -22886372.708397 + Penalty 5936.354233 = -22880436.354164
  nChanged 55
		SP:Iteration 20F (1518.470000 sec): 3 clusters
  Score: Raw -22886406.971829 + Penalty 5936.354233 = -22880470.617596
  nChanged 40
		SP:Iteration 21Q (1518.920000 sec): 3 clusters
  Score: Raw -22886429.333388 + Penalty 5936.354233 = -22880492.979156
  nChanged 25
		SP:Iteration 22Q (1519.360000 sec): 3 clusters
  Score: Raw -22886446.008472 + Penalty 5936.354233 = -22880509.654239
  nChanged 29
		SP:Iteration 23Q (1519.800000 sec): 3 clusters
  Score: Raw -22886463.552455 + Penalty 5936.354233 = -22880527.198222
  nChanged 21
		SP:Iteration 24Q (1520.250000 sec): 3 clusters
  Score: Raw -22886474.843766 + Penalty 5936.354233 = -22880538.489533
  nChanged 27
		SP:Iteration 25Q (1520.700000 sec): 3 clusters
  Score: Raw -22886488.421475 + Penalty 5936.354233 = -22880552.067242
  nChanged 16
		SP:Iteration 26Q (1521.150000 sec): 3 clusters
  Score: Raw -22886496.118108 + Penalty 5936.354233 = -22880559.763875
  nChanged 14
		SP:Iteration 27Q (1521.600000 sec): 3 clusters
  Score: Raw -22886506.008594 + Penalty 5936.354233 = -22880569.654362
  nChanged 10
		SP:Iteration 28Q (1522.040000 sec): 3 clusters
  Score: Raw -22886510.798218 + Penalty 5936.354233 = -22880574.443985
  nChanged 6
		SP:Iteration 29Q (1522.480000 sec): 3 clusters
  Score: Raw -22886513.522288 + Penalty 5936.354233 = -22880577.168055
  nChanged 6
		SP:Iteration 30Q (1522.930000 sec): 3 clusters
  Score: Raw -22886516.248093 + Penalty 5936.354233 = -22880579.893860
  nChanged 2
		SP:Iteration 31Q (1523.370000 sec): 3 clusters
  Score: Raw -22886517.180878 + Penalty 5936.354233 = -22880580.826645
  nChanged 0
		SP:Iteration 32F (1524.000000 sec): 3 clusters
  Score: Raw -22886517.180878 + Penalty 5936.354233 = -22880580.826645
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1524.070000 sec): 2 clusters
  Score: Raw -19289.578445 + Penalty 1302.563810 = -17987.014635
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1524.070000 sec): 3 clusters
  Score: Raw -19577.041855 + Penalty 2605.127620 = -16971.914234
  nChanged 31
		SP:Iteration 1F (1524.070000 sec): 3 clusters
  Score: Raw -19965.199257 + Penalty 2605.127620 = -17360.071637
  nChanged 8
		SP:Iteration 2Q (1524.070000 sec): 3 clusters
  Score: Raw -20071.261979 + Penalty 2605.127620 = -17466.134359
  nChanged 1
		SP:Iteration 3Q (1524.080000 sec): 3 clusters
  Score: Raw -20149.183370 + Penalty 2605.127620 = -17544.055750
  nChanged 5
		SP:Iteration 4Q (1524.080000 sec): 3 clusters
  Score: Raw -20184.307937 + Penalty 2605.127620 = -17579.180317
  nChanged 3
		SP:Iteration 5Q (1524.080000 sec): 3 clusters
  Score: Raw -20208.847846 + Penalty 2605.127620 = -17603.720226
  nChanged 0
		SP:Iteration 6F (1524.080000 sec): 3 clusters
  Score: Raw -20208.847846 + Penalty 2605.127620 = -17603.720226
  nChanged 0
Deleting Class 33 (55 points): Lose 2524.662799 but Gain 3374.686117
Iteration 99Q (1533.110000 sec): 33 clusters
  Score: Raw -117601335.162607 + Penalty 107989.955754 = -117493345.206853
  nChanged 3654
Iteration 100F (1569.010000 sec): 33 clusters
  Score: Raw -117603633.208219 + Penalty 107989.955754 = -117495643.252466
  nChanged 2855
Iteration 101Q (1578.970000 sec): 33 clusters
  Score: Raw -117604454.468454 + Penalty 107989.955754 = -117496464.512701
  nChanged 2446
Iteration 102Q (1588.870000 sec): 33 clusters
  Score: Raw -117604923.875370 + Penalty 107989.955754 = -117496933.919617
  nChanged 2187
Iteration 103Q (1598.700000 sec): 33 clusters
  Score: Raw -117605229.967103 + Penalty 107989.955754 = -117497240.011349
  nChanged 2038
Iteration 104Q (1608.550000 sec): 33 clusters
  Score: Raw -117605457.366369 + Penalty 107989.955754 = -117497467.410615
  nChanged 1904
Iteration 105Q (1618.400000 sec): 33 clusters
  Score: Raw -117605672.371568 + Penalty 107989.955754 = -117497682.415814
  nChanged 1854
Iteration 106Q (1628.210000 sec): 33 clusters
  Score: Raw -117605898.831567 + Penalty 107989.955754 = -117497908.875814
  nChanged 1882
Iteration 107Q (1638.020000 sec): 33 clusters
  Score: Raw -117606128.637376 + Penalty 107989.955754 = -117498138.681622
  nChanged 1844
Iteration 108Q (1647.460000 sec): 33 clusters
  Score: Raw -117606351.191918 + Penalty 107989.955754 = -117498361.236164
  nChanged 1763
Iteration 109Q (1656.800000 sec): 33 clusters
  Score: Raw -117606549.713768 + Penalty 107989.955754 = -117498559.758014
  nChanged 1720
Iteration 110Q (1666.140000 sec): 33 clusters
  Score: Raw -117606769.691684 + Penalty 107989.955754 = -117498779.735930
  nChanged 1646
Iteration 111Q (1675.540000 sec): 33 clusters
  Score: Raw -117606965.977612 + Penalty 107989.955754 = -117498976.021858
  nChanged 1597
Iteration 112Q (1684.990000 sec): 33 clusters
  Score: Raw -117607181.727067 + Penalty 107989.955754 = -117499191.771314
  nChanged 1608
Iteration 113Q (1694.340000 sec): 33 clusters
  Score: Raw -117607355.826916 + Penalty 107989.955754 = -117499365.871162
  nChanged 1558
Iteration 114Q (1703.760000 sec): 33 clusters
  Score: Raw -117607545.926061 + Penalty 107989.955754 = -117499555.970307
  nChanged 1497
Iteration 115Q (1713.080000 sec): 33 clusters
  Score: Raw -117607713.124950 + Penalty 107989.955754 = -117499723.169196
  nChanged 1435
Iteration 116Q (1722.440000 sec): 33 clusters
  Score: Raw -117607849.237108 + Penalty 107989.955754 = -117499859.281354
  nChanged 1441
Iteration 117Q (1731.760000 sec): 33 clusters
  Score: Raw -117607974.533090 + Penalty 107989.955754 = -117499984.577336
  nChanged 1401
Iteration 118Q (1741.110000 sec): 33 clusters
  Score: Raw -117608089.209063 + Penalty 107989.955754 = -117500099.253310
  nChanged 1357
Iteration 119Q (1750.500000 sec): 33 clusters
  Score: Raw -117608198.541876 + Penalty 107989.955754 = -117500208.586122
  nChanged 1305
Iteration 120F (1785.410000 sec): 33 clusters
  Score: Raw -117608374.855988 + Penalty 107989.955754 = -117500384.900235
  nChanged 1285
Iteration 121Q (1794.810000 sec): 33 clusters
  Score: Raw -117608597.910886 + Penalty 107989.955754 = -117500607.955133
  nChanged 1151
Iteration 122Q (1804.230000 sec): 33 clusters
  Score: Raw -117608709.029788 + Penalty 107989.955754 = -117500719.074034
  nChanged 1172
Iteration 123Q (1813.570000 sec): 33 clusters
  Score: Raw -117608809.040295 + Penalty 107989.955754 = -117500819.084542
  nChanged 1105
Iteration 124Q (1822.900000 sec): 33 clusters
  Score: Raw -117608887.350415 + Penalty 107989.955754 = -117500897.394661
  nChanged 1077
Iteration 125Q (1832.210000 sec): 33 clusters
  Score: Raw -117608958.502484 + Penalty 107989.955754 = -117500968.546731
  nChanged 1033
Iteration 126Q (1841.550000 sec): 33 clusters
  Score: Raw -117609020.491564 + Penalty 107989.955754 = -117501030.535810
  nChanged 984
Iteration 127Q (1850.930000 sec): 33 clusters
  Score: Raw -117609080.320041 + Penalty 107989.955754 = -117501090.364287
  nChanged 901
Iteration 128Q (1860.260000 sec): 33 clusters
  Score: Raw -117609132.583095 + Penalty 107989.955754 = -117501142.627341
  nChanged 849
Iteration 129Q (1869.580000 sec): 33 clusters
  Score: Raw -117609180.870071 + Penalty 107989.955754 = -117501190.914317
  nChanged 819
Iteration 130Q (1878.940000 sec): 33 clusters
  Score: Raw -117609226.201677 + Penalty 107989.955754 = -117501236.245924
  nChanged 821
Iteration 131Q (1888.370000 sec): 33 clusters
  Score: Raw -117609269.381969 + Penalty 107989.955754 = -117501279.426215
  nChanged 765
Iteration 132Q (1898.310000 sec): 33 clusters
  Score: Raw -117609311.155764 + Penalty 107989.955754 = -117501321.200010
  nChanged 741
Iteration 133Q (1908.140000 sec): 33 clusters
  Score: Raw -117609347.469718 + Penalty 107989.955754 = -117501357.513964
  nChanged 686
Iteration 134Q (1916.420000 sec): 33 clusters
  Score: Raw -117609378.767976 + Penalty 107989.955754 = -117501388.812223
  nChanged 653
Iteration 135Q (1924.590000 sec): 33 clusters
  Score: Raw -117609408.107300 + Penalty 107989.955754 = -117501418.151546
  nChanged 630
Iteration 136Q (1932.510000 sec): 33 clusters
  Score: Raw -117609436.485850 + Penalty 107989.955754 = -117501446.530096
  nChanged 599
Iteration 137Q (1940.440000 sec): 33 clusters
  Score: Raw -117609462.687380 + Penalty 107989.955754 = -117501472.731627
  nChanged 572
Iteration 138Q (1948.330000 sec): 33 clusters
  Score: Raw -117609485.500876 + Penalty 107989.955754 = -117501495.545123
  nChanged 546
Writing temp clu file 
Because OldScore, -117501472.731627, is greater than current (better) Score,-117501495.545123 
 Compute initial score before splitting:   Score: Raw -117609485.500876 + Penalty 107989.955754 = -117501495.545123
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.480000 sec): 2 clusters
  Score: Raw -122761.033076 + Penalty 1666.315262 = -121094.717813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.480000 sec): 3 clusters
  Score: Raw -122584.455137 + Penalty 3332.630525 = -119251.824612
  nChanged 191
		SP:Iteration 1F (1948.490000 sec): 3 clusters
  Score: Raw -122830.838139 + Penalty 3332.630525 = -119498.207614
  nChanged 59
		SP:Iteration 2F (1948.490000 sec): 3 clusters
  Score: Raw -122920.339711 + Penalty 3332.630525 = -119587.709187
  nChanged 18
		SP:Iteration 3Q (1948.500000 sec): 3 clusters
  Score: Raw -122947.329868 + Penalty 3332.630525 = -119614.699343
  nChanged 11
		SP:Iteration 4Q (1948.500000 sec): 3 clusters
  Score: Raw -122965.399665 + Penalty 3332.630525 = -119632.769141
  nChanged 2
		SP:Iteration 5Q (1948.500000 sec): 3 clusters
  Score: Raw -122968.075764 + Penalty 3332.630525 = -119635.445239
  nChanged 3
		SP:Iteration 6Q (1948.500000 sec): 3 clusters
  Score: Raw -122973.226766 + Penalty 3332.630525 = -119640.596242
  nChanged 2
		SP:Iteration 7Q (1948.510000 sec): 3 clusters
  Score: Raw -122975.394227 + Penalty 3332.630525 = -119642.763702
  nChanged 1
		SP:Iteration 8Q (1948.510000 sec): 3 clusters
  Score: Raw -122978.285710 + Penalty 3332.630525 = -119645.655186
  nChanged 1
		SP:Iteration 9Q (1948.510000 sec): 3 clusters
  Score: Raw -122979.619761 + Penalty 3332.630525 = -119646.989237
  nChanged 0
		SP:Iteration 10F (1948.520000 sec): 3 clusters
  Score: Raw -122979.619761 + Penalty 3332.630525 = -119646.989237
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.520000 sec): 2 clusters
  Score: Raw -179904.369306 + Penalty 1762.234960 = -178142.134345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.530000 sec): 3 clusters
  Score: Raw -179558.160966 + Penalty 3524.469920 = -176033.691046
  nChanged 339
		SP:Iteration 1F (1948.530000 sec): 3 clusters
  Score: Raw -179955.082612 + Penalty 3524.469920 = -176430.612692
  nChanged 95
		SP:Iteration 2F (1948.540000 sec): 3 clusters
  Score: Raw -180117.788638 + Penalty 3524.469920 = -176593.318718
  nChanged 73
		SP:Iteration 3F (1948.540000 sec): 3 clusters
  Score: Raw -180234.076097 + Penalty 3524.469920 = -176709.606177
  nChanged 55
		SP:Iteration 4Q (1948.550000 sec): 3 clusters
  Score: Raw -180325.891170 + Penalty 3524.469920 = -176801.421250
  nChanged 54
		SP:Iteration 5Q (1948.550000 sec): 3 clusters
  Score: Raw -180434.509505 + Penalty 3524.469920 = -176910.039585
  nChanged 42
		SP:Iteration 6Q (1948.560000 sec): 3 clusters
  Score: Raw -180511.603525 + Penalty 3524.469920 = -176987.133605
  nChanged 31
		SP:Iteration 7Q (1948.560000 sec): 3 clusters
  Score: Raw -180560.030250 + Penalty 3524.469920 = -177035.560330
  nChanged 22
		SP:Iteration 8Q (1948.560000 sec): 3 clusters
  Score: Raw -180590.635345 + Penalty 3524.469920 = -177066.165424
  nChanged 12
		SP:Iteration 9Q (1948.570000 sec): 3 clusters
  Score: Raw -180605.850145 + Penalty 3524.469920 = -177081.380225
  nChanged 4
		SP:Iteration 10Q (1948.580000 sec): 3 clusters
  Score: Raw -180613.314043 + Penalty 3524.469920 = -177088.844122
  nChanged 5
		SP:Iteration 11Q (1948.580000 sec): 3 clusters
  Score: Raw -180618.747225 + Penalty 3524.469920 = -177094.277304
  nChanged 4
		SP:Iteration 12Q (1948.580000 sec): 3 clusters
  Score: Raw -180623.706051 + Penalty 3524.469920 = -177099.236130
  nChanged 3
		SP:Iteration 13Q (1948.590000 sec): 3 clusters
  Score: Raw -180628.356503 + Penalty 3524.469920 = -177103.886583
  nChanged 3
		SP:Iteration 14Q (1948.590000 sec): 3 clusters
  Score: Raw -180631.257036 + Penalty 3524.469920 = -177106.787116
  nChanged 4
		SP:Iteration 15Q (1948.600000 sec): 3 clusters
  Score: Raw -180636.594247 + Penalty 3524.469920 = -177112.124327
  nChanged 2
		SP:Iteration 16Q (1948.600000 sec): 3 clusters
  Score: Raw -180638.301494 + Penalty 3524.469920 = -177113.831574
  nChanged 2
		SP:Iteration 17Q (1948.600000 sec): 3 clusters
  Score: Raw -180639.875530 + Penalty 3524.469920 = -177115.405610
  nChanged 0
		SP:Iteration 18F (1948.610000 sec): 3 clusters
  Score: Raw -180639.875530 + Penalty 3524.469920 = -177115.405610
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.610000 sec): 2 clusters
  Score: Raw -23069.023176 + Penalty 1302.563810 = -21766.459365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.610000 sec): 3 clusters
  Score: Raw -23468.295910 + Penalty 2605.127620 = -20863.168290
  nChanged 30
		SP:Iteration 1F (1948.620000 sec): 3 clusters
  Score: Raw -23660.517092 + Penalty 2605.127620 = -21055.389472
  nChanged 3
		SP:Iteration 2Q (1948.620000 sec): 3 clusters
  Score: Raw -23678.801711 + Penalty 2605.127620 = -21073.674091
  nChanged 3
		SP:Iteration 3Q (1948.620000 sec): 3 clusters
  Score: Raw -23698.415717 + Penalty 2605.127620 = -21093.288097
  nChanged 0
		SP:Iteration 4F (1948.620000 sec): 3 clusters
  Score: Raw -23698.415717 + Penalty 2605.127620 = -21093.288097
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (1799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.620000 sec): 2 clusters
  Score: Raw -263929.950123 + Penalty 1858.756586 = -262071.193537
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.630000 sec): 3 clusters
  Score: Raw -263313.669945 + Penalty 3717.513172 = -259596.156773
  nChanged 566
		SP:Iteration 1F (1948.640000 sec): 3 clusters
  Score: Raw -263730.088507 + Penalty 3717.513172 = -260012.575335
  nChanged 125
		SP:Iteration 2F (1948.650000 sec): 3 clusters
  Score: Raw -263832.817267 + Penalty 3717.513172 = -260115.304095
  nChanged 56
		SP:Iteration 3Q (1948.650000 sec): 3 clusters
  Score: Raw -263875.909010 + Penalty 3717.513172 = -260158.395838
  nChanged 37
		SP:Iteration 4Q (1948.660000 sec): 3 clusters
  Score: Raw -263906.370235 + Penalty 3717.513172 = -260188.857063
  nChanged 24
		SP:Iteration 5Q (1948.670000 sec): 3 clusters
  Score: Raw -263922.328927 + Penalty 3717.513172 = -260204.815755
  nChanged 23
		SP:Iteration 6Q (1948.680000 sec): 3 clusters
  Score: Raw -263940.306797 + Penalty 3717.513172 = -260222.793625
  nChanged 15
		SP:Iteration 7Q (1948.680000 sec): 3 clusters
  Score: Raw -263950.265884 + Penalty 3717.513172 = -260232.752712
  nChanged 12
		SP:Iteration 8Q (1948.690000 sec): 3 clusters
  Score: Raw -263957.777165 + Penalty 3717.513172 = -260240.263993
  nChanged 7
		SP:Iteration 9Q (1948.700000 sec): 3 clusters
  Score: Raw -263964.085277 + Penalty 3717.513172 = -260246.572105
  nChanged 8
		SP:Iteration 10Q (1948.700000 sec): 3 clusters
  Score: Raw -263968.763969 + Penalty 3717.513172 = -260251.250797
  nChanged 9
		SP:Iteration 11Q (1948.710000 sec): 3 clusters
  Score: Raw -263975.964076 + Penalty 3717.513172 = -260258.450904
  nChanged 7
		SP:Iteration 12Q (1948.720000 sec): 3 clusters
  Score: Raw -263980.264560 + Penalty 3717.513172 = -260262.751388
  nChanged 6
		SP:Iteration 13Q (1948.720000 sec): 3 clusters
  Score: Raw -263984.638158 + Penalty 3717.513172 = -260267.124986
  nChanged 9
		SP:Iteration 14Q (1948.730000 sec): 3 clusters
  Score: Raw -263991.788326 + Penalty 3717.513172 = -260274.275154
  nChanged 8
		SP:Iteration 15Q (1948.740000 sec): 3 clusters
  Score: Raw -263997.842809 + Penalty 3717.513172 = -260280.329637
  nChanged 6
		SP:Iteration 16Q (1948.740000 sec): 3 clusters
  Score: Raw -264000.793648 + Penalty 3717.513172 = -260283.280476
  nChanged 3
		SP:Iteration 17Q (1948.750000 sec): 3 clusters
  Score: Raw -264002.307114 + Penalty 3717.513172 = -260284.793942
  nChanged 4
		SP:Iteration 18Q (1948.760000 sec): 3 clusters
  Score: Raw -264004.342043 + Penalty 3717.513172 = -260286.828871
  nChanged 5
		SP:Iteration 19Q (1948.760000 sec): 3 clusters
  Score: Raw -264007.813814 + Penalty 3717.513172 = -260290.300642
  nChanged 5
		SP:Iteration 20F (1948.770000 sec): 3 clusters
  Score: Raw -264011.262733 + Penalty 3717.513172 = -260293.749561
  nChanged 5
		SP:Iteration 21Q (1948.780000 sec): 3 clusters
  Score: Raw -264013.529379 + Penalty 3717.513172 = -260296.016207
  nChanged 0
		SP:Iteration 22F (1948.790000 sec): 3 clusters
  Score: Raw -264013.529379 + Penalty 3717.513172 = -260296.016207
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.790000 sec): 2 clusters
  Score: Raw -74510.919430 + Penalty 1556.607585 = -72954.311845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.790000 sec): 3 clusters
  Score: Raw -74570.559582 + Penalty 3113.215171 = -71457.344411
  nChanged 97
		SP:Iteration 1F (1948.800000 sec): 3 clusters
  Score: Raw -74714.980255 + Penalty 3113.215171 = -71601.765084
  nChanged 13
		SP:Iteration 2Q (1948.800000 sec): 3 clusters
  Score: Raw -74749.455089 + Penalty 3113.215171 = -71636.239918
  nChanged 10
		SP:Iteration 3Q (1948.800000 sec): 3 clusters
  Score: Raw -74776.693986 + Penalty 3113.215171 = -71663.478815
  nChanged 6
		SP:Iteration 4Q (1948.800000 sec): 3 clusters
  Score: Raw -74784.207336 + Penalty 3113.215171 = -71670.992166
  nChanged 0
		SP:Iteration 5F (1948.800000 sec): 3 clusters
  Score: Raw -74784.207336 + Penalty 3113.215171 = -71670.992166
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17742 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.880000 sec): 2 clusters
  Score: Raw -2450377.827892 + Penalty 2426.355117 = -2447951.472775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.950000 sec): 3 clusters
  Score: Raw -2440132.560776 + Penalty 4852.710235 = -2435279.850541
  nChanged 7804
		SP:Iteration 1F (1949.020000 sec): 3 clusters
  Score: Raw -2444488.012558 + Penalty 4852.710235 = -2439635.302323
  nChanged 1085
		SP:Iteration 2F (1949.100000 sec): 3 clusters
  Score: Raw -2445054.433371 + Penalty 4852.710235 = -2440201.723136
  nChanged 1033
		SP:Iteration 3F (1949.170000 sec): 3 clusters
  Score: Raw -2445653.964421 + Penalty 4852.710235 = -2440801.254187
  nChanged 1045
		SP:Iteration 4F (1949.240000 sec): 3 clusters
  Score: Raw -2446366.813202 + Penalty 4852.710235 = -2441514.102968
  nChanged 1094
		SP:Iteration 5F (1949.310000 sec): 3 clusters
  Score: Raw -2447126.813230 + Penalty 4852.710235 = -2442274.102996
  nChanged 1076
		SP:Iteration 6F (1949.380000 sec): 3 clusters
  Score: Raw -2447917.881384 + Penalty 4852.710235 = -2443065.171150
  nChanged 994
		SP:Iteration 7F (1949.460000 sec): 3 clusters
  Score: Raw -2448656.371503 + Penalty 4852.710235 = -2443803.661269
  nChanged 831
		SP:Iteration 8Q (1949.530000 sec): 3 clusters
  Score: Raw -2449293.755412 + Penalty 4852.710235 = -2444441.045177
  nChanged 739
		SP:Iteration 9Q (1949.600000 sec): 3 clusters
  Score: Raw -2449778.258028 + Penalty 4852.710235 = -2444925.547794
  nChanged 565
		SP:Iteration 10Q (1949.670000 sec): 3 clusters
  Score: Raw -2450065.627063 + Penalty 4852.710235 = -2445212.916829
  nChanged 377
		SP:Iteration 11Q (1949.740000 sec): 3 clusters
  Score: Raw -2450212.449090 + Penalty 4852.710235 = -2445359.738855
  nChanged 251
		SP:Iteration 12Q (1949.810000 sec): 3 clusters
  Score: Raw -2450286.251026 + Penalty 4852.710235 = -2445433.540791
  nChanged 170
		SP:Iteration 13Q (1949.880000 sec): 3 clusters
  Score: Raw -2450327.878917 + Penalty 4852.710235 = -2445475.168683
  nChanged 132
		SP:Iteration 14Q (1949.940000 sec): 3 clusters
  Score: Raw -2450360.655961 + Penalty 4852.710235 = -2445507.945727
  nChanged 115
		SP:Iteration 15Q (1950.010000 sec): 3 clusters
  Score: Raw -2450394.167371 + Penalty 4852.710235 = -2445541.457137
  nChanged 122
		SP:Iteration 16Q (1950.070000 sec): 3 clusters
  Score: Raw -2450427.396162 + Penalty 4852.710235 = -2445574.685927
  nChanged 103
		SP:Iteration 17Q (1950.130000 sec): 3 clusters
  Score: Raw -2450451.502585 + Penalty 4852.710235 = -2445598.792350
  nChanged 89
		SP:Iteration 18Q (1950.190000 sec): 3 clusters
  Score: Raw -2450469.420976 + Penalty 4852.710235 = -2445616.710741
  nChanged 86
		SP:Iteration 19Q (1950.250000 sec): 3 clusters
  Score: Raw -2450486.917746 + Penalty 4852.710235 = -2445634.207511
  nChanged 80
		SP:Iteration 20F (1950.310000 sec): 3 clusters
  Score: Raw -2450500.847311 + Penalty 4852.710235 = -2445648.137076
  nChanged 73
		SP:Iteration 21Q (1950.370000 sec): 3 clusters
  Score: Raw -2450513.368525 + Penalty 4852.710235 = -2445660.658290
  nChanged 61
		SP:Iteration 22Q (1950.430000 sec): 3 clusters
  Score: Raw -2450523.910924 + Penalty 4852.710235 = -2445671.200690
  nChanged 54
		SP:Iteration 23Q (1950.490000 sec): 3 clusters
  Score: Raw -2450533.108228 + Penalty 4852.710235 = -2445680.397993
  nChanged 55
		SP:Iteration 24Q (1950.550000 sec): 3 clusters
  Score: Raw -2450543.247808 + Penalty 4852.710235 = -2445690.537573
  nChanged 45
		SP:Iteration 25Q (1950.610000 sec): 3 clusters
  Score: Raw -2450550.686741 + Penalty 4852.710235 = -2445697.976506
  nChanged 34
		SP:Iteration 26Q (1950.670000 sec): 3 clusters
  Score: Raw -2450556.469434 + Penalty 4852.710235 = -2445703.759200
  nChanged 33
		SP:Iteration 27Q (1950.730000 sec): 3 clusters
  Score: Raw -2450561.487419 + Penalty 4852.710235 = -2445708.777184
  nChanged 30
		SP:Iteration 28Q (1950.790000 sec): 3 clusters
  Score: Raw -2450565.572900 + Penalty 4852.710235 = -2445712.862665
  nChanged 27
		SP:Iteration 29Q (1950.840000 sec): 3 clusters
  Score: Raw -2450568.738584 + Penalty 4852.710235 = -2445716.028349
  nChanged 23
		SP:Iteration 30Q (1950.900000 sec): 3 clusters
  Score: Raw -2450571.581164 + Penalty 4852.710235 = -2445718.870929
  nChanged 15
		SP:Iteration 31Q (1950.960000 sec): 3 clusters
  Score: Raw -2450573.261941 + Penalty 4852.710235 = -2445720.551706
  nChanged 17
		SP:Iteration 32Q (1951.020000 sec): 3 clusters
  Score: Raw -2450574.720513 + Penalty 4852.710235 = -2445722.010279
  nChanged 14
		SP:Iteration 33Q (1951.080000 sec): 3 clusters
  Score: Raw -2450575.964278 + Penalty 4852.710235 = -2445723.254043
  nChanged 17
		SP:Iteration 34Q (1951.140000 sec): 3 clusters
  Score: Raw -2450577.696330 + Penalty 4852.710235 = -2445724.986095
  nChanged 16
		SP:Iteration 35Q (1951.200000 sec): 3 clusters
  Score: Raw -2450579.514559 + Penalty 4852.710235 = -2445726.804324
  nChanged 11
		SP:Iteration 36Q (1951.260000 sec): 3 clusters
  Score: Raw -2450580.913396 + Penalty 4852.710235 = -2445728.203161
  nChanged 17
		SP:Iteration 37Q (1951.320000 sec): 3 clusters
  Score: Raw -2450582.930685 + Penalty 4852.710235 = -2445730.220450
  nChanged 16
		SP:Iteration 38Q (1951.380000 sec): 3 clusters
  Score: Raw -2450584.984883 + Penalty 4852.710235 = -2445732.274648
  nChanged 19
		SP:Iteration 39Q (1951.440000 sec): 3 clusters
  Score: Raw -2450587.377420 + Penalty 4852.710235 = -2445734.667186
  nChanged 19
		SP:Iteration 40F (1951.500000 sec): 3 clusters
  Score: Raw -2450590.031585 + Penalty 4852.710235 = -2445737.321350
  nChanged 30
		SP:Iteration 41Q (1951.560000 sec): 3 clusters
  Score: Raw -2450594.200474 + Penalty 4852.710235 = -2445741.490239
  nChanged 32
		SP:Iteration 42Q (1951.620000 sec): 3 clusters
  Score: Raw -2450598.651168 + Penalty 4852.710235 = -2445745.940933
  nChanged 28
		SP:Iteration 43Q (1951.680000 sec): 3 clusters
  Score: Raw -2450602.496432 + Penalty 4852.710235 = -2445749.786197
  nChanged 29
		SP:Iteration 44Q (1951.730000 sec): 3 clusters
  Score: Raw -2450606.729651 + Penalty 4852.710235 = -2445754.019416
  nChanged 24
		SP:Iteration 45Q (1951.790000 sec): 3 clusters
  Score: Raw -2450609.441103 + Penalty 4852.710235 = -2445756.730868
  nChanged 27
		SP:Iteration 46Q (1951.850000 sec): 3 clusters
  Score: Raw -2450613.026077 + Penalty 4852.710235 = -2445760.315843
  nChanged 18
		SP:Iteration 47Q (1951.910000 sec): 3 clusters
  Score: Raw -2450615.332158 + Penalty 4852.710235 = -2445762.621924
  nChanged 24
		SP:Iteration 48Q (1951.970000 sec): 3 clusters
  Score: Raw -2450618.663737 + Penalty 4852.710235 = -2445765.953503
  nChanged 14
		SP:Iteration 49Q (1952.030000 sec): 3 clusters
  Score: Raw -2450620.601976 + Penalty 4852.710235 = -2445767.891741
  nChanged 14
		SP:Iteration 50Q (1952.090000 sec): 3 clusters
  Score: Raw -2450622.128231 + Penalty 4852.710235 = -2445769.417997
  nChanged 10
		SP:Iteration 51Q (1952.150000 sec): 3 clusters
  Score: Raw -2450623.553854 + Penalty 4852.710235 = -2445770.843619
  nChanged 12
		SP:Iteration 52Q (1952.200000 sec): 3 clusters
  Score: Raw -2450625.665676 + Penalty 4852.710235 = -2445772.955442
  nChanged 18
		SP:Iteration 53Q (1952.260000 sec): 3 clusters
  Score: Raw -2450628.807578 + Penalty 4852.710235 = -2445776.097344
  nChanged 16
		SP:Iteration 54Q (1952.320000 sec): 3 clusters
  Score: Raw -2450631.316380 + Penalty 4852.710235 = -2445778.606145
  nChanged 17
		SP:Iteration 55Q (1952.380000 sec): 3 clusters
  Score: Raw -2450633.832652 + Penalty 4852.710235 = -2445781.122417
  nChanged 14
		SP:Iteration 56Q (1952.440000 sec): 3 clusters
  Score: Raw -2450635.568950 + Penalty 4852.710235 = -2445782.858716
  nChanged 14
		SP:Iteration 57Q (1952.500000 sec): 3 clusters
  Score: Raw -2450637.545969 + Penalty 4852.710235 = -2445784.835734
  nChanged 18
		SP:Iteration 58Q (1952.560000 sec): 3 clusters
  Score: Raw -2450639.745101 + Penalty 4852.710235 = -2445787.034866
  nChanged 23
		SP:Iteration 59Q (1952.620000 sec): 3 clusters
  Score: Raw -2450642.123275 + Penalty 4852.710235 = -2445789.413040
  nChanged 24
		SP:Iteration 60F (1952.680000 sec): 3 clusters
  Score: Raw -2450645.014497 + Penalty 4852.710235 = -2445792.304262
  nChanged 21
		SP:Iteration 61Q (1952.740000 sec): 3 clusters
  Score: Raw -2450647.938056 + Penalty 4852.710235 = -2445795.227822
  nChanged 22
		SP:Iteration 62Q (1952.800000 sec): 3 clusters
  Score: Raw -2450651.331196 + Penalty 4852.710235 = -2445798.620961
  nChanged 20
		SP:Iteration 63Q (1952.860000 sec): 3 clusters
  Score: Raw -2450653.792697 + Penalty 4852.710235 = -2445801.082463
  nChanged 14
		SP:Iteration 64Q (1952.920000 sec): 3 clusters
  Score: Raw -2450655.420919 + Penalty 4852.710235 = -2445802.710684
  nChanged 21
		SP:Iteration 65Q (1952.980000 sec): 3 clusters
  Score: Raw -2450657.306683 + Penalty 4852.710235 = -2445804.596448
  nChanged 18
		SP:Iteration 66Q (1953.040000 sec): 3 clusters
  Score: Raw -2450659.135051 + Penalty 4852.710235 = -2445806.424817
  nChanged 18
		SP:Iteration 67Q (1953.100000 sec): 3 clusters
  Score: Raw -2450661.810833 + Penalty 4852.710235 = -2445809.100599
  nChanged 17
		SP:Iteration 68Q (1953.150000 sec): 3 clusters
  Score: Raw -2450664.187777 + Penalty 4852.710235 = -2445811.477543
  nChanged 22
		SP:Iteration 69Q (1953.210000 sec): 3 clusters
  Score: Raw -2450667.483541 + Penalty 4852.710235 = -2445814.773306
  nChanged 24
		SP:Iteration 70Q (1953.270000 sec): 3 clusters
  Score: Raw -2450671.338922 + Penalty 4852.710235 = -2445818.628687
  nChanged 26
		SP:Iteration 71Q (1953.330000 sec): 3 clusters
  Score: Raw -2450675.781209 + Penalty 4852.710235 = -2445823.070975
  nChanged 26
		SP:Iteration 72Q (1953.380000 sec): 3 clusters
  Score: Raw -2450679.687892 + Penalty 4852.710235 = -2445826.977657
  nChanged 21
		SP:Iteration 73Q (1953.440000 sec): 3 clusters
  Score: Raw -2450683.210822 + Penalty 4852.710235 = -2445830.500587
  nChanged 26
		SP:Iteration 74Q (1953.500000 sec): 3 clusters
  Score: Raw -2450687.402034 + Penalty 4852.710235 = -2445834.691799
  nChanged 27
		SP:Iteration 75Q (1953.560000 sec): 3 clusters
  Score: Raw -2450693.735940 + Penalty 4852.710235 = -2445841.025705
  nChanged 31
		SP:Iteration 76Q (1953.620000 sec): 3 clusters
  Score: Raw -2450698.637271 + Penalty 4852.710235 = -2445845.927036
  nChanged 27
		SP:Iteration 77Q (1953.680000 sec): 3 clusters
  Score: Raw -2450702.515893 + Penalty 4852.710235 = -2445849.805658
  nChanged 30
		SP:Iteration 78Q (1953.730000 sec): 3 clusters
  Score: Raw -2450707.550181 + Penalty 4852.710235 = -2445854.839947
  nChanged 26
		SP:Iteration 79Q (1953.790000 sec): 3 clusters
  Score: Raw -2450713.590018 + Penalty 4852.710235 = -2445860.879783
  nChanged 34
		SP:Iteration 80F (1953.850000 sec): 3 clusters
  Score: Raw -2450719.579372 + Penalty 4852.710235 = -2445866.869138
  nChanged 33
		SP:Iteration 81Q (1953.910000 sec): 3 clusters
  Score: Raw -2450725.558360 + Penalty 4852.710235 = -2445872.848125
  nChanged 37
		SP:Iteration 82Q (1953.970000 sec): 3 clusters
  Score: Raw -2450732.581026 + Penalty 4852.710235 = -2445879.870791
  nChanged 39
		SP:Iteration 83Q (1954.030000 sec): 3 clusters
  Score: Raw -2450742.663391 + Penalty 4852.710235 = -2445889.953156
  nChanged 48
		SP:Iteration 84Q (1954.090000 sec): 3 clusters
  Score: Raw -2450751.425428 + Penalty 4852.710235 = -2445898.715193
  nChanged 39
		SP:Iteration 85Q (1954.140000 sec): 3 clusters
  Score: Raw -2450758.334816 + Penalty 4852.710235 = -2445905.624581
  nChanged 29
		SP:Iteration 86Q (1954.200000 sec): 3 clusters
  Score: Raw -2450763.132205 + Penalty 4852.710235 = -2445910.421971
  nChanged 19
		SP:Iteration 87Q (1954.260000 sec): 3 clusters
  Score: Raw -2450765.785210 + Penalty 4852.710235 = -2445913.074976
  nChanged 14
		SP:Iteration 88Q (1954.320000 sec): 3 clusters
  Score: Raw -2450768.206852 + Penalty 4852.710235 = -2445915.496618
  nChanged 16
		SP:Iteration 89Q (1954.370000 sec): 3 clusters
  Score: Raw -2450770.583502 + Penalty 4852.710235 = -2445917.873267
  nChanged 18
		SP:Iteration 90Q (1954.430000 sec): 3 clusters
  Score: Raw -2450773.198764 + Penalty 4852.710235 = -2445920.488530
  nChanged 19
		SP:Iteration 91Q (1954.480000 sec): 3 clusters
  Score: Raw -2450775.576873 + Penalty 4852.710235 = -2445922.866638
  nChanged 20
		SP:Iteration 92Q (1954.540000 sec): 3 clusters
  Score: Raw -2450778.260061 + Penalty 4852.710235 = -2445925.549826
  nChanged 23
		SP:Iteration 93Q (1954.600000 sec): 3 clusters
  Score: Raw -2450782.612515 + Penalty 4852.710235 = -2445929.902280
  nChanged 29
		SP:Iteration 94Q (1954.660000 sec): 3 clusters
  Score: Raw -2450789.051392 + Penalty 4852.710235 = -2445936.341157
  nChanged 28
		SP:Iteration 95Q (1954.720000 sec): 3 clusters
  Score: Raw -2450794.762829 + Penalty 4852.710235 = -2445942.052594
  nChanged 32
		SP:Iteration 96Q (1954.770000 sec): 3 clusters
  Score: Raw -2450799.979352 + Penalty 4852.710235 = -2445947.269117
  nChanged 27
		SP:Iteration 97Q (1954.830000 sec): 3 clusters
  Score: Raw -2450803.517545 + Penalty 4852.710235 = -2445950.807310
  nChanged 33
		SP:Iteration 98Q (1954.880000 sec): 3 clusters
  Score: Raw -2450808.763931 + Penalty 4852.710235 = -2445956.053696
  nChanged 34
		SP:Iteration 99Q (1954.940000 sec): 3 clusters
  Score: Raw -2450814.190214 + Penalty 4852.710235 = -2445961.479980
  nChanged 21
		SP:Iteration 100F (1955.010000 sec): 3 clusters
  Score: Raw -2450817.811420 + Penalty 4852.710235 = -2445965.101186
  nChanged 29
		SP:Iteration 101Q (1955.060000 sec): 3 clusters
  Score: Raw -2450822.706278 + Penalty 4852.710235 = -2445969.996043
  nChanged 31
		SP:Iteration 102Q (1955.120000 sec): 3 clusters
  Score: Raw -2450829.138863 + Penalty 4852.710235 = -2445976.428629
  nChanged 46
		SP:Iteration 103Q (1955.180000 sec): 3 clusters
  Score: Raw -2450837.228489 + Penalty 4852.710235 = -2445984.518254
  nChanged 38
		SP:Iteration 104Q (1955.230000 sec): 3 clusters
  Score: Raw -2450844.898547 + Penalty 4852.710235 = -2445992.188312
  nChanged 37
		SP:Iteration 105Q (1955.290000 sec): 3 clusters
  Score: Raw -2450854.142941 + Penalty 4852.710235 = -2446001.432707
  nChanged 40
		SP:Iteration 106Q (1955.340000 sec): 3 clusters
  Score: Raw -2450861.889256 + Penalty 4852.710235 = -2446009.179021
  nChanged 35
		SP:Iteration 107Q (1955.400000 sec): 3 clusters
  Score: Raw -2450870.011360 + Penalty 4852.710235 = -2446017.301125
  nChanged 42
		SP:Iteration 108Q (1955.460000 sec): 3 clusters
  Score: Raw -2450877.775709 + Penalty 4852.710235 = -2446025.065475
  nChanged 39
		SP:Iteration 109Q (1955.520000 sec): 3 clusters
  Score: Raw -2450885.886414 + Penalty 4852.710235 = -2446033.176179
  nChanged 42
		SP:Iteration 110Q (1955.570000 sec): 3 clusters
  Score: Raw -2450894.244864 + Penalty 4852.710235 = -2446041.534629
  nChanged 43
		SP:Iteration 111Q (1955.630000 sec): 3 clusters
  Score: Raw -2450903.711241 + Penalty 4852.710235 = -2446051.001007
  nChanged 45
		SP:Iteration 112Q (1955.680000 sec): 3 clusters
  Score: Raw -2450917.704137 + Penalty 4852.710235 = -2446064.993902
  nChanged 53
		SP:Iteration 113Q (1955.740000 sec): 3 clusters
  Score: Raw -2450932.751464 + Penalty 4852.710235 = -2446080.041230
  nChanged 63
		SP:Iteration 114Q (1955.800000 sec): 3 clusters
  Score: Raw -2450951.421347 + Penalty 4852.710235 = -2446098.711112
  nChanged 64
		SP:Iteration 115Q (1955.850000 sec): 3 clusters
  Score: Raw -2450969.446023 + Penalty 4852.710235 = -2446116.735788
  nChanged 55
		SP:Iteration 116Q (1955.910000 sec): 3 clusters
  Score: Raw -2450982.926038 + Penalty 4852.710235 = -2446130.215804
  nChanged 44
		SP:Iteration 117Q (1955.960000 sec): 3 clusters
  Score: Raw -2450994.826830 + Penalty 4852.710235 = -2446142.116596
  nChanged 55
		SP:Iteration 118Q (1956.010000 sec): 3 clusters
  Score: Raw -2451008.864392 + Penalty 4852.710235 = -2446156.154157
  nChanged 56
		SP:Iteration 119Q (1956.070000 sec): 3 clusters
  Score: Raw -2451025.099203 + Penalty 4852.710235 = -2446172.388968
  nChanged 62
		SP:Iteration 120F (1956.130000 sec): 3 clusters
  Score: Raw -2451043.893301 + Penalty 4852.710235 = -2446191.183066
  nChanged 62
		SP:Iteration 121Q (1956.190000 sec): 3 clusters
  Score: Raw -2451059.531463 + Penalty 4852.710235 = -2446206.821228
  nChanged 62
		SP:Iteration 122Q (1956.240000 sec): 3 clusters
  Score: Raw -2451077.170006 + Penalty 4852.710235 = -2446224.459771
  nChanged 65
		SP:Iteration 123Q (1956.300000 sec): 3 clusters
  Score: Raw -2451094.597628 + Penalty 4852.710235 = -2446241.887394
  nChanged 57
		SP:Iteration 124Q (1956.350000 sec): 3 clusters
  Score: Raw -2451113.567342 + Penalty 4852.710235 = -2446260.857107
  nChanged 72
		SP:Iteration 125Q (1956.400000 sec): 3 clusters
  Score: Raw -2451134.384605 + Penalty 4852.710235 = -2446281.674370
  nChanged 54
		SP:Iteration 126Q (1956.460000 sec): 3 clusters
  Score: Raw -2451149.226382 + Penalty 4852.710235 = -2446296.516147
  nChanged 47
		SP:Iteration 127Q (1956.510000 sec): 3 clusters
  Score: Raw -2451164.615426 + Penalty 4852.710235 = -2446311.905191
  nChanged 51
		SP:Iteration 128Q (1956.570000 sec): 3 clusters
  Score: Raw -2451180.455974 + Penalty 4852.710235 = -2446327.745739
  nChanged 45
		SP:Iteration 129Q (1956.620000 sec): 3 clusters
  Score: Raw -2451194.131031 + Penalty 4852.710235 = -2446341.420797
  nChanged 44
		SP:Iteration 130Q (1956.670000 sec): 3 clusters
  Score: Raw -2451207.782143 + Penalty 4852.710235 = -2446355.071908
  nChanged 38
		SP:Iteration 131Q (1956.730000 sec): 3 clusters
  Score: Raw -2451219.561254 + Penalty 4852.710235 = -2446366.851019
  nChanged 40
		SP:Iteration 132Q (1956.780000 sec): 3 clusters
  Score: Raw -2451233.692654 + Penalty 4852.710235 = -2446380.982419
  nChanged 44
		SP:Iteration 133Q (1956.830000 sec): 3 clusters
  Score: Raw -2451246.977250 + Penalty 4852.710235 = -2446394.267015
  nChanged 37
		SP:Iteration 134Q (1956.890000 sec): 3 clusters
  Score: Raw -2451258.130372 + Penalty 4852.710235 = -2446405.420137
  nChanged 31
		SP:Iteration 135Q (1956.940000 sec): 3 clusters
  Score: Raw -2451266.334145 + Penalty 4852.710235 = -2446413.623911
  nChanged 26
		SP:Iteration 136Q (1956.990000 sec): 3 clusters
  Score: Raw -2451273.496564 + Penalty 4852.710235 = -2446420.786330
  nChanged 28
		SP:Iteration 137Q (1957.050000 sec): 3 clusters
  Score: Raw -2451280.589981 + Penalty 4852.710235 = -2446427.879746
  nChanged 26
		SP:Iteration 138Q (1957.100000 sec): 3 clusters
  Score: Raw -2451286.237658 + Penalty 4852.710235 = -2446433.527423
  nChanged 29
		SP:Iteration 139Q (1957.150000 sec): 3 clusters
  Score: Raw -2451293.172446 + Penalty 4852.710235 = -2446440.462211
  nChanged 13
		SP:Iteration 140F (1957.220000 sec): 3 clusters
  Score: Raw -2451296.250571 + Penalty 4852.710235 = -2446443.540336
  nChanged 16
		SP:Iteration 141Q (1957.270000 sec): 3 clusters
  Score: Raw -2451299.502801 + Penalty 4852.710235 = -2446446.792566
  nChanged 16
		SP:Iteration 142Q (1957.320000 sec): 3 clusters
  Score: Raw -2451303.613268 + Penalty 4852.710235 = -2446450.903033
  nChanged 14
		SP:Iteration 143Q (1957.370000 sec): 3 clusters
  Score: Raw -2451308.079460 + Penalty 4852.710235 = -2446455.369226
  nChanged 18
		SP:Iteration 144Q (1957.430000 sec): 3 clusters
  Score: Raw -2451313.039585 + Penalty 4852.710235 = -2446460.329350
  nChanged 21
		SP:Iteration 145Q (1957.480000 sec): 3 clusters
  Score: Raw -2451318.185804 + Penalty 4852.710235 = -2446465.475569
  nChanged 10
		SP:Iteration 146Q (1957.530000 sec): 3 clusters
  Score: Raw -2451321.500183 + Penalty 4852.710235 = -2446468.789949
  nChanged 9
		SP:Iteration 147Q (1957.580000 sec): 3 clusters
  Score: Raw -2451323.598755 + Penalty 4852.710235 = -2446470.888520
  nChanged 12
		SP:Iteration 148Q (1957.630000 sec): 3 clusters
  Score: Raw -2451326.065765 + Penalty 4852.710235 = -2446473.355530
  nChanged 7
		SP:Iteration 149Q (1957.690000 sec): 3 clusters
  Score: Raw -2451328.032948 + Penalty 4852.710235 = -2446475.322714
  nChanged 8
		SP:Iteration 150Q (1957.740000 sec): 3 clusters
  Score: Raw -2451329.657193 + Penalty 4852.710235 = -2446476.946958
  nChanged 8
		SP:Iteration 151Q (1957.790000 sec): 3 clusters
  Score: Raw -2451331.526588 + Penalty 4852.710235 = -2446478.816353
  nChanged 12
		SP:Iteration 152Q (1957.840000 sec): 3 clusters
  Score: Raw -2451333.899361 + Penalty 4852.710235 = -2446481.189126
  nChanged 6
		SP:Iteration 153Q (1957.890000 sec): 3 clusters
  Score: Raw -2451335.975525 + Penalty 4852.710235 = -2446483.265290
  nChanged 6
		SP:Iteration 154Q (1957.950000 sec): 3 clusters
  Score: Raw -2451337.933882 + Penalty 4852.710235 = -2446485.223647
  nChanged 10
		SP:Iteration 155Q (1957.990000 sec): 3 clusters
  Score: Raw -2451340.356864 + Penalty 4852.710235 = -2446487.646629
  nChanged 8
		SP:Iteration 156Q (1958.050000 sec): 3 clusters
  Score: Raw -2451342.057869 + Penalty 4852.710235 = -2446489.347635
  nChanged 3
		SP:Iteration 157Q (1958.100000 sec): 3 clusters
  Score: Raw -2451343.269883 + Penalty 4852.710235 = -2446490.559649
  nChanged 6
		SP:Iteration 158Q (1958.150000 sec): 3 clusters
  Score: Raw -2451345.287072 + Penalty 4852.710235 = -2446492.576837
  nChanged 9
		SP:Iteration 159Q (1958.210000 sec): 3 clusters
  Score: Raw -2451347.731074 + Penalty 4852.710235 = -2446495.020839
  nChanged 6
		SP:Iteration 160F (1958.270000 sec): 3 clusters
  Score: Raw -2451348.967480 + Penalty 4852.710235 = -2446496.257246
  nChanged 4
		SP:Iteration 161Q (1958.320000 sec): 3 clusters
  Score: Raw -2451349.466165 + Penalty 4852.710235 = -2446496.755930
  nChanged 2
		SP:Iteration 162Q (1958.370000 sec): 3 clusters
  Score: Raw -2451349.949201 + Penalty 4852.710235 = -2446497.238966
  nChanged 1
		SP:Iteration 163Q (1958.420000 sec): 3 clusters
  Score: Raw -2451350.121986 + Penalty 4852.710235 = -2446497.411752
  nChanged 1
		SP:Iteration 164Q (1958.470000 sec): 3 clusters
  Score: Raw -2451350.513861 + Penalty 4852.710235 = -2446497.803627
  nChanged 1
		SP:Iteration 165Q (1958.530000 sec): 3 clusters
  Score: Raw -2451350.818811 + Penalty 4852.710235 = -2446498.108576
  nChanged 2
		SP:Iteration 166Q (1958.580000 sec): 3 clusters
  Score: Raw -2451351.717830 + Penalty 4852.710235 = -2446499.007595
  nChanged 4
		SP:Iteration 167Q (1958.630000 sec): 3 clusters
  Score: Raw -2451352.442174 + Penalty 4852.710235 = -2446499.731940
  nChanged 5
		SP:Iteration 168Q (1958.680000 sec): 3 clusters
  Score: Raw -2451353.169937 + Penalty 4852.710235 = -2446500.459703
  nChanged 4
		SP:Iteration 169Q (1958.730000 sec): 3 clusters
  Score: Raw -2451353.631135 + Penalty 4852.710235 = -2446500.920900
  nChanged 5
		SP:Iteration 170Q (1958.790000 sec): 3 clusters
  Score: Raw -2451355.291512 + Penalty 4852.710235 = -2446502.581277
  nChanged 2
		SP:Iteration 171Q (1958.840000 sec): 3 clusters
  Score: Raw -2451355.757212 + Penalty 4852.710235 = -2446503.046977
  nChanged 1
		SP:Iteration 172Q (1958.890000 sec): 3 clusters
  Score: Raw -2451355.939438 + Penalty 4852.710235 = -2446503.229203
  nChanged 0
		SP:Iteration 173F (1958.960000 sec): 3 clusters
  Score: Raw -2451355.939438 + Penalty 4852.710235 = -2446503.229203
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1958.990000 sec): 2 clusters
  Score: Raw -1058528.451373 + Penalty 2203.177158 = -1056325.274215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1959.010000 sec): 3 clusters
  Score: Raw -1054830.192629 + Penalty 4406.354315 = -1050423.838314
  nChanged 2906
		SP:Iteration 1F (1959.040000 sec): 3 clusters
  Score: Raw -1056400.408506 + Penalty 4406.354315 = -1051994.054191
  nChanged 500
		SP:Iteration 2F (1959.070000 sec): 3 clusters
  Score: Raw -1056659.245888 + Penalty 4406.354315 = -1052252.891573
  nChanged 354
		SP:Iteration 3Q (1959.090000 sec): 3 clusters
  Score: Raw -1056839.146331 + Penalty 4406.354315 = -1052432.792015
  nChanged 282
		SP:Iteration 4Q (1959.120000 sec): 3 clusters
  Score: Raw -1056953.293057 + Penalty 4406.354315 = -1052546.938741
  nChanged 209
		SP:Iteration 5Q (1959.150000 sec): 3 clusters
  Score: Raw -1057028.325855 + Penalty 4406.354315 = -1052621.971539
  nChanged 170
		SP:Iteration 6Q (1959.170000 sec): 3 clusters
  Score: Raw -1057085.549203 + Penalty 4406.354315 = -1052679.194888
  nChanged 135
		SP:Iteration 7Q (1959.200000 sec): 3 clusters
  Score: Raw -1057131.051251 + Penalty 4406.354315 = -1052724.696936
  nChanged 122
		SP:Iteration 8Q (1959.230000 sec): 3 clusters
  Score: Raw -1057169.723669 + Penalty 4406.354315 = -1052763.369353
  nChanged 94
		SP:Iteration 9Q (1959.250000 sec): 3 clusters
  Score: Raw -1057197.453999 + Penalty 4406.354315 = -1052791.099684
  nChanged 75
		SP:Iteration 10Q (1959.280000 sec): 3 clusters
  Score: Raw -1057218.690600 + Penalty 4406.354315 = -1052812.336285
  nChanged 71
		SP:Iteration 11Q (1959.300000 sec): 3 clusters
  Score: Raw -1057238.180573 + Penalty 4406.354315 = -1052831.826258
  nChanged 69
		SP:Iteration 12Q (1959.330000 sec): 3 clusters
  Score: Raw -1057255.504807 + Penalty 4406.354315 = -1052849.150491
  nChanged 51
		SP:Iteration 13Q (1959.350000 sec): 3 clusters
  Score: Raw -1057269.238076 + Penalty 4406.354315 = -1052862.883761
  nChanged 59
		SP:Iteration 14Q (1959.380000 sec): 3 clusters
  Score: Raw -1057283.660613 + Penalty 4406.354315 = -1052877.306298
  nChanged 53
		SP:Iteration 15Q (1959.410000 sec): 3 clusters
  Score: Raw -1057296.499261 + Penalty 4406.354315 = -1052890.144946
  nChanged 57
		SP:Iteration 16Q (1959.430000 sec): 3 clusters
  Score: Raw -1057313.827047 + Penalty 4406.354315 = -1052907.472732
  nChanged 71
		SP:Iteration 17Q (1959.460000 sec): 3 clusters
  Score: Raw -1057334.137500 + Penalty 4406.354315 = -1052927.783184
  nChanged 65
		SP:Iteration 18Q (1959.490000 sec): 3 clusters
  Score: Raw -1057351.946929 + Penalty 4406.354315 = -1052945.592614
  nChanged 65
		SP:Iteration 19Q (1959.510000 sec): 3 clusters
  Score: Raw -1057372.541275 + Penalty 4406.354315 = -1052966.186960
  nChanged 80
		SP:Iteration 20F (1959.540000 sec): 3 clusters
  Score: Raw -1057400.125555 + Penalty 4406.354315 = -1052993.771240
  nChanged 96
		SP:Iteration 21Q (1959.570000 sec): 3 clusters
  Score: Raw -1057436.131842 + Penalty 4406.354315 = -1053029.777527
  nChanged 104
		SP:Iteration 22Q (1959.590000 sec): 3 clusters
  Score: Raw -1057477.558300 + Penalty 4406.354315 = -1053071.203984
  nChanged 115
		SP:Iteration 23Q (1959.620000 sec): 3 clusters
  Score: Raw -1057524.334284 + Penalty 4406.354315 = -1053117.979969
  nChanged 116
		SP:Iteration 24Q (1959.650000 sec): 3 clusters
  Score: Raw -1057571.767798 + Penalty 4406.354315 = -1053165.413483
  nChanged 128
		SP:Iteration 25Q (1959.670000 sec): 3 clusters
  Score: Raw -1057627.340024 + Penalty 4406.354315 = -1053220.985709
  nChanged 140
		SP:Iteration 26Q (1959.700000 sec): 3 clusters
  Score: Raw -1057706.644406 + Penalty 4406.354315 = -1053300.290091
  nChanged 159
		SP:Iteration 27Q (1959.730000 sec): 3 clusters
  Score: Raw -1057803.161633 + Penalty 4406.354315 = -1053396.807318
  nChanged 187
		SP:Iteration 28Q (1959.750000 sec): 3 clusters
  Score: Raw -1057929.200472 + Penalty 4406.354315 = -1053522.846157
  nChanged 209
		SP:Iteration 29Q (1959.780000 sec): 3 clusters
  Score: Raw -1058071.268159 + Penalty 4406.354315 = -1053664.913844
  nChanged 208
		SP:Iteration 30Q (1959.810000 sec): 3 clusters
  Score: Raw -1058236.821428 + Penalty 4406.354315 = -1053830.467113
  nChanged 211
		SP:Iteration 31Q (1959.830000 sec): 3 clusters
  Score: Raw -1058439.628523 + Penalty 4406.354315 = -1054033.274208
  nChanged 197
		SP:Iteration 32Q (1959.850000 sec): 3 clusters
  Score: Raw -1058630.769120 + Penalty 4406.354315 = -1054224.414805
  nChanged 190
		SP:Iteration 33Q (1959.880000 sec): 3 clusters
  Score: Raw -1058816.406659 + Penalty 4406.354315 = -1054410.052344
  nChanged 160
		SP:Iteration 34Q (1959.910000 sec): 3 clusters
  Score: Raw -1058948.047352 + Penalty 4406.354315 = -1054541.693037
  nChanged 119
		SP:Iteration 35Q (1959.930000 sec): 3 clusters
  Score: Raw -1059048.608004 + Penalty 4406.354315 = -1054642.253688
  nChanged 106
		SP:Iteration 36Q (1959.950000 sec): 3 clusters
  Score: Raw -1059128.980573 + Penalty 4406.354315 = -1054722.626257
  nChanged 97
		SP:Iteration 37Q (1959.970000 sec): 3 clusters
  Score: Raw -1059186.392422 + Penalty 4406.354315 = -1054780.038106
  nChanged 88
		SP:Iteration 38Q (1960.000000 sec): 3 clusters
  Score: Raw -1059235.550373 + Penalty 4406.354315 = -1054829.196058
  nChanged 67
		SP:Iteration 39Q (1960.020000 sec): 3 clusters
  Score: Raw -1059271.156157 + Penalty 4406.354315 = -1054864.801842
  nChanged 55
		SP:Iteration 40F (1960.050000 sec): 3 clusters
  Score: Raw -1059298.642308 + Penalty 4406.354315 = -1054892.287993
  nChanged 43
		SP:Iteration 41Q (1960.070000 sec): 3 clusters
  Score: Raw -1059321.111890 + Penalty 4406.354315 = -1054914.757574
  nChanged 40
		SP:Iteration 42Q (1960.090000 sec): 3 clusters
  Score: Raw -1059338.102743 + Penalty 4406.354315 = -1054931.748428
  nChanged 26
		SP:Iteration 43Q (1960.110000 sec): 3 clusters
  Score: Raw -1059347.638025 + Penalty 4406.354315 = -1054941.283710
  nChanged 23
		SP:Iteration 44Q (1960.130000 sec): 3 clusters
  Score: Raw -1059356.068130 + Penalty 4406.354315 = -1054949.713815
  nChanged 15
		SP:Iteration 45Q (1960.160000 sec): 3 clusters
  Score: Raw -1059360.476913 + Penalty 4406.354315 = -1054954.122598
  nChanged 6
		SP:Iteration 46Q (1960.180000 sec): 3 clusters
  Score: Raw -1059362.946539 + Penalty 4406.354315 = -1054956.592224
  nChanged 9
		SP:Iteration 47Q (1960.200000 sec): 3 clusters
  Score: Raw -1059367.286080 + Penalty 4406.354315 = -1054960.931765
  nChanged 9
		SP:Iteration 48Q (1960.220000 sec): 3 clusters
  Score: Raw -1059370.016366 + Penalty 4406.354315 = -1054963.662051
  nChanged 6
		SP:Iteration 49Q (1960.250000 sec): 3 clusters
  Score: Raw -1059371.636017 + Penalty 4406.354315 = -1054965.281702
  nChanged 4
		SP:Iteration 50Q (1960.270000 sec): 3 clusters
  Score: Raw -1059372.748511 + Penalty 4406.354315 = -1054966.394195
  nChanged 2
		SP:Iteration 51Q (1960.290000 sec): 3 clusters
  Score: Raw -1059373.217174 + Penalty 4406.354315 = -1054966.862858
  nChanged 3
		SP:Iteration 52Q (1960.310000 sec): 3 clusters
  Score: Raw -1059374.235170 + Penalty 4406.354315 = -1054967.880855
  nChanged 1
		SP:Iteration 53Q (1960.330000 sec): 3 clusters
  Score: Raw -1059374.575337 + Penalty 4406.354315 = -1054968.221022
  nChanged 3
		SP:Iteration 54Q (1960.350000 sec): 3 clusters
  Score: Raw -1059375.364356 + Penalty 4406.354315 = -1054969.010041
  nChanged 2
		SP:Iteration 55Q (1960.380000 sec): 3 clusters
  Score: Raw -1059376.065476 + Penalty 4406.354315 = -1054969.711161
  nChanged 1
		SP:Iteration 56Q (1960.400000 sec): 3 clusters
  Score: Raw -1059376.526047 + Penalty 4406.354315 = -1054970.171732
  nChanged 1
		SP:Iteration 57Q (1960.420000 sec): 3 clusters
  Score: Raw -1059376.752800 + Penalty 4406.354315 = -1054970.398485
  nChanged 3
		SP:Iteration 58Q (1960.440000 sec): 3 clusters
  Score: Raw -1059378.146255 + Penalty 4406.354315 = -1054971.791940
  nChanged 1
		SP:Iteration 59Q (1960.470000 sec): 3 clusters
  Score: Raw -1059378.318604 + Penalty 4406.354315 = -1054971.964289
  nChanged 1
		SP:Iteration 60F (1960.490000 sec): 3 clusters
  Score: Raw -1059378.628237 + Penalty 4406.354315 = -1054972.273922
  nChanged 1
		SP:Iteration 61Q (1960.510000 sec): 3 clusters
  Score: Raw -1059378.735753 + Penalty 4406.354315 = -1054972.381438
  nChanged 1
		SP:Iteration 62Q (1960.530000 sec): 3 clusters
  Score: Raw -1059379.157660 + Penalty 4406.354315 = -1054972.803345
  nChanged 1
		SP:Iteration 63Q (1960.560000 sec): 3 clusters
  Score: Raw -1059379.307418 + Penalty 4406.354315 = -1054972.953103
  nChanged 0
		SP:Iteration 64F (1960.580000 sec): 3 clusters
  Score: Raw -1059379.307418 + Penalty 4406.354315 = -1054972.953103
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (100693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1960.930000 sec): 2 clusters
  Score: Raw -14895858.094178 + Penalty 2856.918228 = -14893001.175950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1961.310000 sec): 3 clusters
  Score: Raw -14831372.062873 + Penalty 5713.836455 = -14825658.226418
  nChanged 47597
		SP:Iteration 1F (1961.690000 sec): 3 clusters
  Score: Raw -14858782.137965 + Penalty 5713.836455 = -14853068.301510
  nChanged 3379
		SP:Iteration 2Q (1962.080000 sec): 3 clusters
  Score: Raw -14859612.790111 + Penalty 5713.836455 = -14853898.953655
  nChanged 3610
		SP:Iteration 3Q (1962.470000 sec): 3 clusters
  Score: Raw -14860606.079179 + Penalty 5713.836455 = -14854892.242724
  nChanged 3946
		SP:Iteration 4Q (1962.860000 sec): 3 clusters
  Score: Raw -14861895.962250 + Penalty 5713.836455 = -14856182.125795
  nChanged 4495
		SP:Iteration 5Q (1963.250000 sec): 3 clusters
  Score: Raw -14863652.407255 + Penalty 5713.836455 = -14857938.570800
  nChanged 5284
		SP:Iteration 6F (1963.630000 sec): 3 clusters
  Score: Raw -14866202.351895 + Penalty 5713.836455 = -14860488.515440
  nChanged 6144
		SP:Iteration 7F (1964.010000 sec): 3 clusters
  Score: Raw -14869711.199261 + Penalty 5713.836455 = -14863997.362806
  nChanged 6769
		SP:Iteration 8F (1964.410000 sec): 3 clusters
  Score: Raw -14874139.621988 + Penalty 5713.836455 = -14868425.785533
  nChanged 6831
		SP:Iteration 9F (1964.800000 sec): 3 clusters
  Score: Raw -14879134.374160 + Penalty 5713.836455 = -14873420.537705
  nChanged 6322
		SP:Iteration 10F (1965.210000 sec): 3 clusters
  Score: Raw -14884145.867691 + Penalty 5713.836455 = -14878432.031236
  nChanged 5334
		SP:Iteration 11F (1965.610000 sec): 3 clusters
  Score: Raw -14888630.634755 + Penalty 5713.836455 = -14882916.798300
  nChanged 3857
		SP:Iteration 12Q (1966.010000 sec): 3 clusters
  Score: Raw -14891966.710439 + Penalty 5713.836455 = -14886252.873984
  nChanged 2332
		SP:Iteration 13Q (1966.400000 sec): 3 clusters
  Score: Raw -14894047.923532 + Penalty 5713.836455 = -14888334.087077
  nChanged 1310
		SP:Iteration 14Q (1966.750000 sec): 3 clusters
  Score: Raw -14895243.566616 + Penalty 5713.836455 = -14889529.730161
  nChanged 639
		SP:Iteration 15Q (1967.090000 sec): 3 clusters
  Score: Raw -14895839.592185 + Penalty 5713.836455 = -14890125.755730
  nChanged 312
		SP:Iteration 16Q (1967.400000 sec): 3 clusters
  Score: Raw -14896102.878541 + Penalty 5713.836455 = -14890389.042086
  nChanged 176
		SP:Iteration 17Q (1967.700000 sec): 3 clusters
  Score: Raw -14896247.997238 + Penalty 5713.836455 = -14890534.160783
  nChanged 109
		SP:Iteration 18Q (1967.990000 sec): 3 clusters
  Score: Raw -14896338.409764 + Penalty 5713.836455 = -14890624.573309
  nChanged 87
		SP:Iteration 19Q (1968.310000 sec): 3 clusters
  Score: Raw -14896404.332084 + Penalty 5713.836455 = -14890690.495629
  nChanged 51
		SP:Iteration 20F (1968.720000 sec): 3 clusters
  Score: Raw -14896447.382085 + Penalty 5713.836455 = -14890733.545630
  nChanged 44
		SP:Iteration 21Q (1969.020000 sec): 3 clusters
  Score: Raw -14896472.930135 + Penalty 5713.836455 = -14890759.093680
  nChanged 26
		SP:Iteration 22Q (1969.310000 sec): 3 clusters
  Score: Raw -14896486.891764 + Penalty 5713.836455 = -14890773.055309
  nChanged 14
		SP:Iteration 23Q (1969.600000 sec): 3 clusters
  Score: Raw -14896495.852103 + Penalty 5713.836455 = -14890782.015647
  nChanged 12
		SP:Iteration 24Q (1969.890000 sec): 3 clusters
  Score: Raw -14896502.716220 + Penalty 5713.836455 = -14890788.879765
  nChanged 9
		SP:Iteration 25Q (1970.170000 sec): 3 clusters
  Score: Raw -14896506.855944 + Penalty 5713.836455 = -14890793.019489
  nChanged 6
		SP:Iteration 26Q (1970.460000 sec): 3 clusters
  Score: Raw -14896509.646373 + Penalty 5713.836455 = -14890795.809918
  nChanged 5
		SP:Iteration 27Q (1970.740000 sec): 3 clusters
  Score: Raw -14896510.977997 + Penalty 5713.836455 = -14890797.141542
  nChanged 2
		SP:Iteration 28Q (1971.030000 sec): 3 clusters
  Score: Raw -14896511.395210 + Penalty 5713.836455 = -14890797.558755
  nChanged 1
		SP:Iteration 29Q (1971.310000 sec): 3 clusters
  Score: Raw -14896511.729019 + Penalty 5713.836455 = -14890797.892564
  nChanged 3
		SP:Iteration 30Q (1971.610000 sec): 3 clusters
  Score: Raw -14896512.759566 + Penalty 5713.836455 = -14890798.923111
  nChanged 2
		SP:Iteration 31Q (1971.890000 sec): 3 clusters
  Score: Raw -14896513.713833 + Penalty 5713.836455 = -14890799.877378
  nChanged 1
		SP:Iteration 32Q (1972.180000 sec): 3 clusters
  Score: Raw -14896514.177438 + Penalty 5713.836455 = -14890800.340983
  nChanged 2
		SP:Iteration 33Q (1972.470000 sec): 3 clusters
  Score: Raw -14896515.283914 + Penalty 5713.836455 = -14890801.447459
  nChanged 1
		SP:Iteration 34Q (1972.750000 sec): 3 clusters
  Score: Raw -14896515.577572 + Penalty 5713.836455 = -14890801.741117
  nChanged 1
		SP:Iteration 35Q (1973.040000 sec): 3 clusters
  Score: Raw -14896515.781547 + Penalty 5713.836455 = -14890801.945091
  nChanged 0
		SP:Iteration 36F (1973.440000 sec): 3 clusters
  Score: Raw -14896515.781547 + Penalty 5713.836455 = -14890801.945091
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1973.480000 sec): 2 clusters
  Score: Raw -31826.381350 + Penalty 1381.894200 = -30444.487150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1973.480000 sec): 3 clusters
  Score: Raw -32229.893934 + Penalty 2763.788400 = -29466.105534
  nChanged 59
		SP:Iteration 1F (1973.480000 sec): 3 clusters
  Score: Raw -32492.559244 + Penalty 2763.788400 = -29728.770844
  nChanged 14
		SP:Iteration 2F (1973.480000 sec): 3 clusters
  Score: Raw -32749.686738 + Penalty 2763.788400 = -29985.898338
  nChanged 28
		SP:Iteration 3F (1973.480000 sec): 3 clusters
  Score: Raw -33100.079289 + Penalty 2763.788400 = -30336.290890
  nChanged 9
		SP:Iteration 4Q (1973.490000 sec): 3 clusters
  Score: Raw -33214.082208 + Penalty 2763.788400 = -30450.293809
  nChanged 6
		SP:Iteration 5Q (1973.490000 sec): 3 clusters
  Score: Raw -33334.281318 + Penalty 2763.788400 = -30570.492918
  nChanged 4
		SP:Iteration 6Q (1973.490000 sec): 3 clusters
  Score: Raw -33411.323682 + Penalty 2763.788400 = -30647.535282
  nChanged 2
		SP:Iteration 7Q (1973.490000 sec): 3 clusters
  Score: Raw -33463.808189 + Penalty 2763.788400 = -30700.019789
  nChanged 2
		SP:Iteration 8Q (1973.490000 sec): 3 clusters
  Score: Raw -33480.265127 + Penalty 2763.788400 = -30716.476727
  nChanged 0
		SP:Iteration 9F (1973.490000 sec): 3 clusters
  Score: Raw -33480.265127 + Penalty 2763.788400 = -30716.476727
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 33.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (258709 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1974.400000 sec): 2 clusters
  Score: Raw -38291388.897306 + Penalty 3090.937871 = -38288297.959435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1975.440000 sec): 3 clusters
  Score: Raw -38120605.721041 + Penalty 6181.875742 = -38114423.845299
  nChanged 124845
		SP:Iteration 1F (1976.430000 sec): 3 clusters
  Score: Raw -38194346.825496 + Penalty 6181.875742 = -38188164.949754
  nChanged 7637
		SP:Iteration 2Q (1977.420000 sec): 3 clusters
  Score: Raw -38196242.611422 + Penalty 6181.875742 = -38190060.735680
  nChanged 9777
		SP:Iteration 3Q (1978.410000 sec): 3 clusters
  Score: Raw -38199545.361719 + Penalty 6181.875742 = -38193363.485977
  nChanged 13075
		SP:Iteration 4F (1979.390000 sec): 3 clusters
  Score: Raw -38205592.400142 + Penalty 6181.875742 = -38199410.524400
  nChanged 17482
		SP:Iteration 5F (1980.360000 sec): 3 clusters
  Score: Raw -38216593.078255 + Penalty 6181.875742 = -38210411.202513
  nChanged 22114
		SP:Iteration 6F (1981.330000 sec): 3 clusters
  Score: Raw -38234506.310804 + Penalty 6181.875742 = -38228324.435062
  nChanged 23238
		SP:Iteration 7F (1982.310000 sec): 3 clusters
  Score: Raw -38256520.863503 + Penalty 6181.875742 = -38250338.987761
  nChanged 18741
		SP:Iteration 8F (1983.270000 sec): 3 clusters
  Score: Raw -38275217.999493 + Penalty 6181.875742 = -38269036.123751
  nChanged 10714
		SP:Iteration 9Q (1984.250000 sec): 3 clusters
  Score: Raw -38285748.008862 + Penalty 6181.875742 = -38279566.133120
  nChanged 4427
		SP:Iteration 10Q (1985.130000 sec): 3 clusters
  Score: Raw -38289897.443388 + Penalty 6181.875742 = -38283715.567646
  nChanged 1269
		SP:Iteration 11Q (1985.890000 sec): 3 clusters
  Score: Raw -38291116.789048 + Penalty 6181.875742 = -38284934.913306
  nChanged 319
		SP:Iteration 12Q (1986.620000 sec): 3 clusters
  Score: Raw -38291427.454064 + Penalty 6181.875742 = -38285245.578322
  nChanged 95
		SP:Iteration 13Q (1987.360000 sec): 3 clusters
  Score: Raw -38291563.564094 + Penalty 6181.875742 = -38285381.688352
  nChanged 42
		SP:Iteration 14Q (1988.100000 sec): 3 clusters
  Score: Raw -38291629.336926 + Penalty 6181.875742 = -38285447.461184
  nChanged 23
		SP:Iteration 15Q (1988.830000 sec): 3 clusters
  Score: Raw -38291666.720611 + Penalty 6181.875742 = -38285484.844870
  nChanged 10
		SP:Iteration 16Q (1989.560000 sec): 3 clusters
  Score: Raw -38291676.339257 + Penalty 6181.875742 = -38285494.463516
  nChanged 5
		SP:Iteration 17Q (1990.280000 sec): 3 clusters
  Score: Raw -38291684.296970 + Penalty 6181.875742 = -38285502.421228
  nChanged 4
		SP:Iteration 18Q (1990.980000 sec): 3 clusters
  Score: Raw -38291692.945182 + Penalty 6181.875742 = -38285511.069440
  nChanged 7
		SP:Iteration 19Q (1991.720000 sec): 3 clusters
  Score: Raw -38291705.363893 + Penalty 6181.875742 = -38285523.488151
  nChanged 3
		SP:Iteration 20F (1992.740000 sec): 3 clusters
  Score: Raw -38291709.608561 + Penalty 6181.875742 = -38285527.732819
  nChanged 4
		SP:Iteration 21Q (1993.470000 sec): 3 clusters
  Score: Raw -38291713.972229 + Penalty 6181.875742 = -38285532.096488
  nChanged 3
		SP:Iteration 22Q (1994.190000 sec): 3 clusters
  Score: Raw -38291716.453358 + Penalty 6181.875742 = -38285534.577616
  nChanged 1
		SP:Iteration 23Q (1994.910000 sec): 3 clusters
  Score: Raw -38291718.632814 + Penalty 6181.875742 = -38285536.757073
  nChanged 1
		SP:Iteration 24Q (1995.640000 sec): 3 clusters
  Score: Raw -38291719.439775 + Penalty 6181.875742 = -38285537.564033
  nChanged 0
		SP:Iteration 25F (1996.660000 sec): 3 clusters
  Score: Raw -38291719.439775 + Penalty 6181.875742 = -38285537.564033
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1996.770000 sec): 2 clusters
  Score: Raw -63958.600981 + Penalty 1532.644130 = -62425.956851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1996.770000 sec): 3 clusters
  Score: Raw -63983.818799 + Penalty 3065.288260 = -60918.530539
  nChanged 84
		SP:Iteration 1F (1996.770000 sec): 3 clusters
  Score: Raw -64168.103372 + Penalty 3065.288260 = -61102.815111
  nChanged 18
		SP:Iteration 2Q (1996.770000 sec): 3 clusters
  Score: Raw -64207.971034 + Penalty 3065.288260 = -61142.682774
  nChanged 9
		SP:Iteration 3Q (1996.770000 sec): 3 clusters
  Score: Raw -64247.604451 + Penalty 3065.288260 = -61182.316191
  nChanged 6
		SP:Iteration 4Q (1996.780000 sec): 3 clusters
  Score: Raw -64261.090412 + Penalty 3065.288260 = -61195.802152
  nChanged 4
		SP:Iteration 5Q (1996.780000 sec): 3 clusters
  Score: Raw -64277.341733 + Penalty 3065.288260 = -61212.053472
  nChanged 5
		SP:Iteration 6Q (1996.780000 sec): 3 clusters
  Score: Raw -64291.928165 + Penalty 3065.288260 = -61226.639904
  nChanged 3
		SP:Iteration 7Q (1996.780000 sec): 3 clusters
  Score: Raw -64302.747106 + Penalty 3065.288260 = -61237.458846
  nChanged 2
		SP:Iteration 8Q (1996.780000 sec): 3 clusters
  Score: Raw -64309.881987 + Penalty 3065.288260 = -61244.593727
  nChanged 4
		SP:Iteration 9Q (1996.780000 sec): 3 clusters
  Score: Raw -64338.553094 + Penalty 3065.288260 = -61273.264834
  nChanged 8
		SP:Iteration 10Q (1996.790000 sec): 3 clusters
  Score: Raw -64408.319936 + Penalty 3065.288260 = -61343.031676
  nChanged 2
		SP:Iteration 11Q (1996.790000 sec): 3 clusters
  Score: Raw -64419.302612 + Penalty 3065.288260 = -61354.014351
  nChanged 2
		SP:Iteration 12Q (1996.790000 sec): 3 clusters
  Score: Raw -64422.886808 + Penalty 3065.288260 = -61357.598547
  nChanged 0
		SP:Iteration 13F (1996.790000 sec): 3 clusters
  Score: Raw -64422.886808 + Penalty 3065.288260 = -61357.598547
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (7418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1996.820000 sec): 2 clusters
  Score: Raw -1064373.088989 + Penalty 2210.092860 = -1062162.996129
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1996.850000 sec): 3 clusters
  Score: Raw -1060498.563107 + Penalty 4420.185720 = -1056078.377387
  nChanged 2927
		SP:Iteration 1F (1996.880000 sec): 3 clusters
  Score: Raw -1062056.839149 + Penalty 4420.185720 = -1057636.653429
  nChanged 512
		SP:Iteration 2F (1996.910000 sec): 3 clusters
  Score: Raw -1062315.586179 + Penalty 4420.185720 = -1057895.400459
  nChanged 384
		SP:Iteration 3F (1996.940000 sec): 3 clusters
  Score: Raw -1062512.323579 + Penalty 4420.185720 = -1058092.137859
  nChanged 321
		SP:Iteration 4Q (1996.970000 sec): 3 clusters
  Score: Raw -1062662.798443 + Penalty 4420.185720 = -1058242.612723
  nChanged 289
		SP:Iteration 5Q (1997.000000 sec): 3 clusters
  Score: Raw -1062797.908577 + Penalty 4420.185720 = -1058377.722857
  nChanged 242
		SP:Iteration 6Q (1997.030000 sec): 3 clusters
  Score: Raw -1062908.235224 + Penalty 4420.185720 = -1058488.049504
  nChanged 211
		SP:Iteration 7Q (1997.060000 sec): 3 clusters
  Score: Raw -1062998.081495 + Penalty 4420.185720 = -1058577.895775
  nChanged 180
		SP:Iteration 8Q (1997.090000 sec): 3 clusters
  Score: Raw -1063074.628942 + Penalty 4420.185720 = -1058654.443223
  nChanged 180
		SP:Iteration 9Q (1997.120000 sec): 3 clusters
  Score: Raw -1063154.080215 + Penalty 4420.185720 = -1058733.894495
  nChanged 173
		SP:Iteration 10Q (1997.150000 sec): 3 clusters
  Score: Raw -1063227.153452 + Penalty 4420.185720 = -1058806.967732
  nChanged 180
		SP:Iteration 11Q (1997.180000 sec): 3 clusters
  Score: Raw -1063316.540616 + Penalty 4420.185720 = -1058896.354896
  nChanged 229
		SP:Iteration 12Q (1997.210000 sec): 3 clusters
  Score: Raw -1063457.465658 + Penalty 4420.185720 = -1059037.279938
  nChanged 242
		SP:Iteration 13Q (1997.240000 sec): 3 clusters
  Score: Raw -1063598.855478 + Penalty 4420.185720 = -1059178.669758
  nChanged 249
		SP:Iteration 14Q (1997.270000 sec): 3 clusters
  Score: Raw -1063752.200291 + Penalty 4420.185720 = -1059332.014571
  nChanged 237
		SP:Iteration 15Q (1997.300000 sec): 3 clusters
  Score: Raw -1063907.577752 + Penalty 4420.185720 = -1059487.392032
  nChanged 212
		SP:Iteration 16Q (1997.320000 sec): 3 clusters
  Score: Raw -1064046.691606 + Penalty 4420.185720 = -1059626.505886
  nChanged 193
		SP:Iteration 17Q (1997.360000 sec): 3 clusters
  Score: Raw -1064175.532479 + Penalty 4420.185720 = -1059755.346759
  nChanged 174
		SP:Iteration 18Q (1997.380000 sec): 3 clusters
  Score: Raw -1064289.211307 + Penalty 4420.185720 = -1059869.025587
  nChanged 167
		SP:Iteration 19Q (1997.420000 sec): 3 clusters
  Score: Raw -1064396.425793 + Penalty 4420.185720 = -1059976.240073
  nChanged 145
		SP:Iteration 20F (1997.440000 sec): 3 clusters
  Score: Raw -1064485.607442 + Penalty 4420.185720 = -1060065.421722
  nChanged 143
		SP:Iteration 21Q (1997.470000 sec): 3 clusters
  Score: Raw -1064562.311198 + Penalty 4420.185720 = -1060142.125478
  nChanged 117
		SP:Iteration 22Q (1997.500000 sec): 3 clusters
  Score: Raw -1064615.670689 + Penalty 4420.185720 = -1060195.484969
  nChanged 82
		SP:Iteration 23Q (1997.530000 sec): 3 clusters
  Score: Raw -1064648.537596 + Penalty 4420.185720 = -1060228.351876
  nChanged 69
		SP:Iteration 24Q (1997.560000 sec): 3 clusters
  Score: Raw -1064673.830556 + Penalty 4420.185720 = -1060253.644836
  nChanged 53
		SP:Iteration 25Q (1997.580000 sec): 3 clusters
  Score: Raw -1064692.360823 + Penalty 4420.185720 = -1060272.175103
  nChanged 37
		SP:Iteration 26Q (1997.610000 sec): 3 clusters
  Score: Raw -1064706.376679 + Penalty 4420.185720 = -1060286.190959
  nChanged 33
		SP:Iteration 27Q (1997.640000 sec): 3 clusters
  Score: Raw -1064716.041436 + Penalty 4420.185720 = -1060295.855716
  nChanged 24
		SP:Iteration 28Q (1997.660000 sec): 3 clusters
  Score: Raw -1064722.634955 + Penalty 4420.185720 = -1060302.449235
  nChanged 21
		SP:Iteration 29Q (1997.690000 sec): 3 clusters
  Score: Raw -1064727.739924 + Penalty 4420.185720 = -1060307.554204
  nChanged 11
		SP:Iteration 30Q (1997.720000 sec): 3 clusters
  Score: Raw -1064729.466567 + Penalty 4420.185720 = -1060309.280847
  nChanged 10
		SP:Iteration 31Q (1997.740000 sec): 3 clusters
  Score: Raw -1064731.280864 + Penalty 4420.185720 = -1060311.095144
  nChanged 4
		SP:Iteration 32Q (1997.770000 sec): 3 clusters
  Score: Raw -1064731.921003 + Penalty 4420.185720 = -1060311.735283
  nChanged 3
		SP:Iteration 33Q (1997.800000 sec): 3 clusters
  Score: Raw -1064732.536577 + Penalty 4420.185720 = -1060312.350857
  nChanged 4
		SP:Iteration 34Q (1997.820000 sec): 3 clusters
  Score: Raw -1064733.339951 + Penalty 4420.185720 = -1060313.154231
  nChanged 5
		SP:Iteration 35Q (1997.850000 sec): 3 clusters
  Score: Raw -1064734.241469 + Penalty 4420.185720 = -1060314.055749
  nChanged 8
		SP:Iteration 36Q (1997.880000 sec): 3 clusters
  Score: Raw -1064735.896437 + Penalty 4420.185720 = -1060315.710717
  nChanged 2
		SP:Iteration 37Q (1997.910000 sec): 3 clusters
  Score: Raw -1064736.257178 + Penalty 4420.185720 = -1060316.071458
  nChanged 1
		SP:Iteration 38Q (1997.930000 sec): 3 clusters
  Score: Raw -1064736.415549 + Penalty 4420.185720 = -1060316.229829
  nChanged 2
		SP:Iteration 39Q (1997.960000 sec): 3 clusters
  Score: Raw -1064736.746473 + Penalty 4420.185720 = -1060316.560753
  nChanged 3
		SP:Iteration 40F (1997.990000 sec): 3 clusters
  Score: Raw -1064737.632759 + Penalty 4420.185720 = -1060317.447039
  nChanged 2
		SP:Iteration 41Q (1998.020000 sec): 3 clusters
  Score: Raw -1064738.336293 + Penalty 4420.185720 = -1060318.150573
  nChanged 2
		SP:Iteration 42Q (1998.040000 sec): 3 clusters
  Score: Raw -1064738.582566 + Penalty 4420.185720 = -1060318.396846
  nChanged 2
		SP:Iteration 43Q (1998.070000 sec): 3 clusters
  Score: Raw -1064739.021797 + Penalty 4420.185720 = -1060318.836077
  nChanged 3
		SP:Iteration 44Q (1998.100000 sec): 3 clusters
  Score: Raw -1064739.685437 + Penalty 4420.185720 = -1060319.499717
  nChanged 2
		SP:Iteration 45Q (1998.120000 sec): 3 clusters
  Score: Raw -1064740.254988 + Penalty 4420.185720 = -1060320.069268
  nChanged 1
		SP:Iteration 46Q (1998.150000 sec): 3 clusters
  Score: Raw -1064740.351446 + Penalty 4420.185720 = -1060320.165726
  nChanged 2
		SP:Iteration 47Q (1998.180000 sec): 3 clusters
  Score: Raw -1064740.649621 + Penalty 4420.185720 = -1060320.463901
  nChanged 0
		SP:Iteration 48F (1998.200000 sec): 3 clusters
  Score: Raw -1064740.649621 + Penalty 4420.185720 = -1060320.463901
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1998.210000 sec): 2 clusters
  Score: Raw -44434.578259 + Penalty 1441.904372 = -42992.673887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1998.210000 sec): 3 clusters
  Score: Raw -44591.006584 + Penalty 2883.808744 = -41707.197840
  nChanged 54
		SP:Iteration 1F (1998.220000 sec): 3 clusters
  Score: Raw -44814.961638 + Penalty 2883.808744 = -41931.152894
  nChanged 20
		SP:Iteration 2F (1998.220000 sec): 3 clusters
  Score: Raw -44951.940453 + Penalty 2883.808744 = -42068.131709
  nChanged 13
		SP:Iteration 3Q (1998.220000 sec): 3 clusters
  Score: Raw -45071.722015 + Penalty 2883.808744 = -42187.913271
  nChanged 13
		SP:Iteration 4Q (1998.220000 sec): 3 clusters
  Score: Raw -45219.794848 + Penalty 2883.808744 = -42335.986104
  nChanged 6
		SP:Iteration 5Q (1998.220000 sec): 3 clusters
  Score: Raw -45270.537284 + Penalty 2883.808744 = -42386.728540
  nChanged 7
		SP:Iteration 6Q (1998.220000 sec): 3 clusters
  Score: Raw -45341.812424 + Penalty 2883.808744 = -42458.003680
  nChanged 7
		SP:Iteration 7Q (1998.220000 sec): 3 clusters
  Score: Raw -45499.165322 + Penalty 2883.808744 = -42615.356578
  nChanged 7
		SP:Iteration 8Q (1998.220000 sec): 3 clusters
  Score: Raw -45567.450755 + Penalty 2883.808744 = -42683.642011
  nChanged 2
		SP:Iteration 9Q (1998.220000 sec): 3 clusters
  Score: Raw -45585.912608 + Penalty 2883.808744 = -42702.103864
  nChanged 4
		SP:Iteration 10Q (1998.220000 sec): 3 clusters
  Score: Raw -45718.334339 + Penalty 2883.808744 = -42834.525595
  nChanged 2
		SP:Iteration 11Q (1998.230000 sec): 3 clusters
  Score: Raw -45803.403452 + Penalty 2883.808744 = -42919.594708
  nChanged 1
		SP:Iteration 12Q (1998.230000 sec): 3 clusters
  Score: Raw -45808.698212 + Penalty 2883.808744 = -42924.889469
  nChanged 0
		SP:Iteration 13F (1998.230000 sec): 3 clusters
  Score: Raw -45808.698212 + Penalty 2883.808744 = -42924.889469
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1998.240000 sec): 2 clusters
  Score: Raw -280744.306061 + Penalty 1887.491492 = -278856.814569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1998.240000 sec): 3 clusters
  Score: Raw -280112.897492 + Penalty 3774.982984 = -276337.914508
  nChanged 699
		SP:Iteration 1F (1998.250000 sec): 3 clusters
  Score: Raw -280980.869194 + Penalty 3774.982984 = -277205.886210
  nChanged 261
		SP:Iteration 2F (1998.260000 sec): 3 clusters
  Score: Raw -281398.776364 + Penalty 3774.982984 = -277623.793380
  nChanged 179
		SP:Iteration 3F (1998.270000 sec): 3 clusters
  Score: Raw -281676.538555 + Penalty 3774.982984 = -277901.555571
  nChanged 129
		SP:Iteration 4F (1998.280000 sec): 3 clusters
  Score: Raw -281910.697782 + Penalty 3774.982984 = -278135.714798
  nChanged 94
		SP:Iteration 5Q (1998.280000 sec): 3 clusters
  Score: Raw -282159.394248 + Penalty 3774.982984 = -278384.411264
  nChanged 77
		SP:Iteration 6Q (1998.290000 sec): 3 clusters
  Score: Raw -282356.184432 + Penalty 3774.982984 = -278581.201448
  nChanged 57
		SP:Iteration 7Q (1998.300000 sec): 3 clusters
  Score: Raw -282473.084117 + Penalty 3774.982984 = -278698.101133
  nChanged 36
		SP:Iteration 8Q (1998.310000 sec): 3 clusters
  Score: Raw -282513.930518 + Penalty 3774.982984 = -278738.947534
  nChanged 17
		SP:Iteration 9Q (1998.320000 sec): 3 clusters
  Score: Raw -282534.017632 + Penalty 3774.982984 = -278759.034648
  nChanged 7
		SP:Iteration 10Q (1998.320000 sec): 3 clusters
  Score: Raw -282543.099768 + Penalty 3774.982984 = -278768.116784
  nChanged 1
		SP:Iteration 11Q (1998.330000 sec): 3 clusters
  Score: Raw -282543.437020 + Penalty 3774.982984 = -278768.454036
  nChanged 0
		SP:Iteration 12F (1998.340000 sec): 3 clusters
  Score: Raw -282543.437020 + Penalty 3774.982984 = -278768.454036
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (20609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1998.420000 sec): 2 clusters
  Score: Raw -2892756.496196 + Penalty 2463.503822 = -2890292.992374
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1998.500000 sec): 3 clusters
  Score: Raw -2880775.191641 + Penalty 4927.007644 = -2875848.183997
  nChanged 9077
		SP:Iteration 1F (1998.580000 sec): 3 clusters
  Score: Raw -2885895.824823 + Penalty 4927.007644 = -2880968.817179
  nChanged 1145
		SP:Iteration 2F (1998.670000 sec): 3 clusters
  Score: Raw -2886394.461819 + Penalty 4927.007644 = -2881467.454175
  nChanged 1019
		SP:Iteration 3Q (1998.750000 sec): 3 clusters
  Score: Raw -2886827.653948 + Penalty 4927.007644 = -2881900.646304
  nChanged 928
		SP:Iteration 4Q (1998.840000 sec): 3 clusters
  Score: Raw -2887222.112589 + Penalty 4927.007644 = -2882295.104945
  nChanged 916
		SP:Iteration 5Q (1998.920000 sec): 3 clusters
  Score: Raw -2887640.742239 + Penalty 4927.007644 = -2882713.734595
  nChanged 929
		SP:Iteration 6Q (1999.010000 sec): 3 clusters
  Score: Raw -2888098.523381 + Penalty 4927.007644 = -2883171.515737
  nChanged 948
		SP:Iteration 7Q (1999.090000 sec): 3 clusters
  Score: Raw -2888578.161791 + Penalty 4927.007644 = -2883651.154148
  nChanged 939
		SP:Iteration 8Q (1999.180000 sec): 3 clusters
  Score: Raw -2889080.930773 + Penalty 4927.007644 = -2884153.923129
  nChanged 944
		SP:Iteration 9Q (1999.260000 sec): 3 clusters
  Score: Raw -2889624.904768 + Penalty 4927.007644 = -2884697.897124
  nChanged 865
		SP:Iteration 10Q (1999.350000 sec): 3 clusters
  Score: Raw -2890189.625773 + Penalty 4927.007644 = -2885262.618130
  nChanged 804
		SP:Iteration 11Q (1999.430000 sec): 3 clusters
  Score: Raw -2890889.907447 + Penalty 4927.007644 = -2885962.899804
  nChanged 762
		SP:Iteration 12Q (1999.520000 sec): 3 clusters
  Score: Raw -2891632.310465 + Penalty 4927.007644 = -2886705.302821
  nChanged 654
		SP:Iteration 13Q (1999.600000 sec): 3 clusters
  Score: Raw -2892224.344159 + Penalty 4927.007644 = -2887297.336516
  nChanged 540
		SP:Iteration 14Q (1999.680000 sec): 3 clusters
  Score: Raw -2892577.464525 + Penalty 4927.007644 = -2887650.456881
  nChanged 387
		SP:Iteration 15Q (1999.760000 sec): 3 clusters
  Score: Raw -2892794.860663 + Penalty 4927.007644 = -2887867.853020
  nChanged 312
		SP:Iteration 16Q (1999.830000 sec): 3 clusters
  Score: Raw -2892936.005119 + Penalty 4927.007644 = -2888008.997476
  nChanged 215
		SP:Iteration 17Q (1999.900000 sec): 3 clusters
  Score: Raw -2893017.677920 + Penalty 4927.007644 = -2888090.670276
  nChanged 168
		SP:Iteration 18Q (1999.980000 sec): 3 clusters
  Score: Raw -2893072.753757 + Penalty 4927.007644 = -2888145.746113
  nChanged 129
		SP:Iteration 19Q (2000.050000 sec): 3 clusters
  Score: Raw -2893108.637474 + Penalty 4927.007644 = -2888181.629830
  nChanged 90
		SP:Iteration 20F (2000.130000 sec): 3 clusters
  Score: Raw -2893133.616876 + Penalty 4927.007644 = -2888206.609232
  nChanged 97
		SP:Iteration 21Q (2000.200000 sec): 3 clusters
  Score: Raw -2893156.152147 + Penalty 4927.007644 = -2888229.144503
  nChanged 68
		SP:Iteration 22Q (2000.270000 sec): 3 clusters
  Score: Raw -2893170.233178 + Penalty 4927.007644 = -2888243.225535
  nChanged 66
		SP:Iteration 23Q (2000.340000 sec): 3 clusters
  Score: Raw -2893184.791436 + Penalty 4927.007644 = -2888257.783792
  nChanged 58
		SP:Iteration 24Q (2000.420000 sec): 3 clusters
  Score: Raw -2893196.286492 + Penalty 4927.007644 = -2888269.278848
  nChanged 50
		SP:Iteration 25Q (2000.490000 sec): 3 clusters
  Score: Raw -2893204.217241 + Penalty 4927.007644 = -2888277.209598
  nChanged 25
		SP:Iteration 26Q (2000.560000 sec): 3 clusters
  Score: Raw -2893207.220101 + Penalty 4927.007644 = -2888280.212457
  nChanged 16
		SP:Iteration 27Q (2000.630000 sec): 3 clusters
  Score: Raw -2893209.336548 + Penalty 4927.007644 = -2888282.328905
  nChanged 13
		SP:Iteration 28Q (2000.700000 sec): 3 clusters
  Score: Raw -2893210.990128 + Penalty 4927.007644 = -2888283.982484
  nChanged 14
		SP:Iteration 29Q (2000.770000 sec): 3 clusters
  Score: Raw -2893212.502610 + Penalty 4927.007644 = -2888285.494967
  nChanged 9
		SP:Iteration 30Q (2000.840000 sec): 3 clusters
  Score: Raw -2893213.617271 + Penalty 4927.007644 = -2888286.609627
  nChanged 10
		SP:Iteration 31Q (2000.910000 sec): 3 clusters
  Score: Raw -2893214.754834 + Penalty 4927.007644 = -2888287.747190
  nChanged 6
		SP:Iteration 32Q (2000.980000 sec): 3 clusters
  Score: Raw -2893215.318923 + Penalty 4927.007644 = -2888288.311280
  nChanged 10
		SP:Iteration 33Q (2001.050000 sec): 3 clusters
  Score: Raw -2893216.728161 + Penalty 4927.007644 = -2888289.720518
  nChanged 7
		SP:Iteration 34Q (2001.120000 sec): 3 clusters
  Score: Raw -2893217.567029 + Penalty 4927.007644 = -2888290.559385
  nChanged 8
		SP:Iteration 35Q (2001.190000 sec): 3 clusters
  Score: Raw -2893218.778027 + Penalty 4927.007644 = -2888291.770384
  nChanged 8
		SP:Iteration 36Q (2001.260000 sec): 3 clusters
  Score: Raw -2893219.761094 + Penalty 4927.007644 = -2888292.753450
  nChanged 5
		SP:Iteration 37Q (2001.330000 sec): 3 clusters
  Score: Raw -2893220.315995 + Penalty 4927.007644 = -2888293.308351
  nChanged 7
		SP:Iteration 38Q (2001.400000 sec): 3 clusters
  Score: Raw -2893221.217140 + Penalty 4927.007644 = -2888294.209496
  nChanged 7
		SP:Iteration 39Q (2001.470000 sec): 3 clusters
  Score: Raw -2893222.226703 + Penalty 4927.007644 = -2888295.219059
  nChanged 11
		SP:Iteration 40F (2001.550000 sec): 3 clusters
  Score: Raw -2893223.288068 + Penalty 4927.007644 = -2888296.280424
  nChanged 8
		SP:Iteration 41Q (2001.620000 sec): 3 clusters
  Score: Raw -2893224.495817 + Penalty 4927.007644 = -2888297.488174
  nChanged 9
		SP:Iteration 42Q (2001.690000 sec): 3 clusters
  Score: Raw -2893226.201089 + Penalty 4927.007644 = -2888299.193446
  nChanged 11
		SP:Iteration 43Q (2001.760000 sec): 3 clusters
  Score: Raw -2893227.518603 + Penalty 4927.007644 = -2888300.510959
  nChanged 13
		SP:Iteration 44Q (2001.830000 sec): 3 clusters
  Score: Raw -2893228.874823 + Penalty 4927.007644 = -2888301.867180
  nChanged 7
		SP:Iteration 45Q (2001.900000 sec): 3 clusters
  Score: Raw -2893229.588307 + Penalty 4927.007644 = -2888302.580664
  nChanged 9
		SP:Iteration 46Q (2001.970000 sec): 3 clusters
  Score: Raw -2893230.657190 + Penalty 4927.007644 = -2888303.649546
  nChanged 7
		SP:Iteration 47Q (2002.040000 sec): 3 clusters
  Score: Raw -2893231.351117 + Penalty 4927.007644 = -2888304.343473
  nChanged 2
		SP:Iteration 48Q (2002.110000 sec): 3 clusters
  Score: Raw -2893231.477405 + Penalty 4927.007644 = -2888304.469761
  nChanged 2
		SP:Iteration 49Q (2002.180000 sec): 3 clusters
  Score: Raw -2893231.723631 + Penalty 4927.007644 = -2888304.715987
  nChanged 4
		SP:Iteration 50Q (2002.250000 sec): 3 clusters
  Score: Raw -2893232.603599 + Penalty 4927.007644 = -2888305.595956
  nChanged 7
		SP:Iteration 51Q (2002.320000 sec): 3 clusters
  Score: Raw -2893233.338520 + Penalty 4927.007644 = -2888306.330876
  nChanged 8
		SP:Iteration 52Q (2002.390000 sec): 3 clusters
  Score: Raw -2893234.332365 + Penalty 4927.007644 = -2888307.324721
  nChanged 6
		SP:Iteration 53Q (2002.460000 sec): 3 clusters
  Score: Raw -2893235.163330 + Penalty 4927.007644 = -2888308.155687
  nChanged 4
		SP:Iteration 54Q (2002.530000 sec): 3 clusters
  Score: Raw -2893235.404502 + Penalty 4927.007644 = -2888308.396858
  nChanged 2
		SP:Iteration 55Q (2002.600000 sec): 3 clusters
  Score: Raw -2893235.671173 + Penalty 4927.007644 = -2888308.663530
  nChanged 2
		SP:Iteration 56Q (2002.660000 sec): 3 clusters
  Score: Raw -2893235.794846 + Penalty 4927.007644 = -2888308.787202
  nChanged 1
		SP:Iteration 57Q (2002.730000 sec): 3 clusters
  Score: Raw -2893235.864472 + Penalty 4927.007644 = -2888308.856829
  nChanged 0
		SP:Iteration 58F (2002.820000 sec): 3 clusters
  Score: Raw -2893235.864472 + Penalty 4927.007644 = -2888308.856829
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (42763 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2002.970000 sec): 2 clusters
  Score: Raw -6598290.017478 + Penalty 2644.530273 = -6595645.487205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2003.150000 sec): 3 clusters
  Score: Raw -6571944.341942 + Penalty 5289.060547 = -6566655.281395
  nChanged 19675
		SP:Iteration 1F (2003.320000 sec): 3 clusters
  Score: Raw -6582700.926892 + Penalty 5289.060547 = -6577411.866346
  nChanged 1778
		SP:Iteration 2Q (2003.500000 sec): 3 clusters
  Score: Raw -6583205.305794 + Penalty 5289.060547 = -6577916.245247
  nChanged 1659
		SP:Iteration 3Q (2003.680000 sec): 3 clusters
  Score: Raw -6583679.914402 + Penalty 5289.060547 = -6578390.853855
  nChanged 1579
		SP:Iteration 4Q (2003.860000 sec): 3 clusters
  Score: Raw -6584157.551412 + Penalty 5289.060547 = -6578868.490865
  nChanged 1565
		SP:Iteration 5Q (2004.030000 sec): 3 clusters
  Score: Raw -6584673.784492 + Penalty 5289.060547 = -6579384.723945
  nChanged 1566
		SP:Iteration 6Q (2004.210000 sec): 3 clusters
  Score: Raw -6585233.954647 + Penalty 5289.060547 = -6579944.894101
  nChanged 1607
		SP:Iteration 7Q (2004.390000 sec): 3 clusters
  Score: Raw -6585895.471531 + Penalty 5289.060547 = -6580606.410984
  nChanged 1714
		SP:Iteration 8Q (2004.560000 sec): 3 clusters
  Score: Raw -6586764.909896 + Penalty 5289.060547 = -6581475.849349
  nChanged 1908
		SP:Iteration 9Q (2004.740000 sec): 3 clusters
  Score: Raw -6587839.950793 + Penalty 5289.060547 = -6582550.890246
  nChanged 1998
		SP:Iteration 10Q (2004.920000 sec): 3 clusters
  Score: Raw -6589103.194131 + Penalty 5289.060547 = -6583814.133585
  nChanged 2060
		SP:Iteration 11Q (2005.090000 sec): 3 clusters
  Score: Raw -6590388.947115 + Penalty 5289.060547 = -6585099.886568
  nChanged 1933
		SP:Iteration 12Q (2005.270000 sec): 3 clusters
  Score: Raw -6591483.720005 + Penalty 5289.060547 = -6586194.659458
  nChanged 1717
		SP:Iteration 13Q (2005.440000 sec): 3 clusters
  Score: Raw -6592350.088838 + Penalty 5289.060547 = -6587061.028292
  nChanged 1462
		SP:Iteration 14Q (2005.610000 sec): 3 clusters
  Score: Raw -6593019.056397 + Penalty 5289.060547 = -6587729.995850
  nChanged 1303
		SP:Iteration 15Q (2005.780000 sec): 3 clusters
  Score: Raw -6593603.180668 + Penalty 5289.060547 = -6588314.120121
  nChanged 1266
		SP:Iteration 16Q (2005.940000 sec): 3 clusters
  Score: Raw -6594200.292825 + Penalty 5289.060547 = -6588911.232278
  nChanged 1224
		SP:Iteration 17Q (2006.100000 sec): 3 clusters
  Score: Raw -6594804.239951 + Penalty 5289.060547 = -6589515.179404
  nChanged 1211
		SP:Iteration 18Q (2006.260000 sec): 3 clusters
  Score: Raw -6595428.809880 + Penalty 5289.060547 = -6590139.749333
  nChanged 1137
		SP:Iteration 19Q (2006.420000 sec): 3 clusters
  Score: Raw -6596024.155592 + Penalty 5289.060547 = -6590735.095045
  nChanged 984
		SP:Iteration 20F (2006.590000 sec): 3 clusters
  Score: Raw -6596559.834855 + Penalty 5289.060547 = -6591270.774309
  nChanged 856
		SP:Iteration 21Q (2006.740000 sec): 3 clusters
  Score: Raw -6597044.746906 + Penalty 5289.060547 = -6591755.686359
  nChanged 758
		SP:Iteration 22Q (2006.880000 sec): 3 clusters
  Score: Raw -6597494.822111 + Penalty 5289.060547 = -6592205.761565
  nChanged 580
		SP:Iteration 23Q (2007.020000 sec): 3 clusters
  Score: Raw -6597855.935873 + Penalty 5289.060547 = -6592566.875326
  nChanged 446
		SP:Iteration 24Q (2007.160000 sec): 3 clusters
  Score: Raw -6598137.911724 + Penalty 5289.060547 = -6592848.851177
  nChanged 325
		SP:Iteration 25Q (2007.290000 sec): 3 clusters
  Score: Raw -6598335.725464 + Penalty 5289.060547 = -6593046.664918
  nChanged 240
		SP:Iteration 26Q (2007.420000 sec): 3 clusters
  Score: Raw -6598479.092879 + Penalty 5289.060547 = -6593190.032332
  nChanged 179
		SP:Iteration 27Q (2007.560000 sec): 3 clusters
  Score: Raw -6598584.925115 + Penalty 5289.060547 = -6593295.864568
  nChanged 135
		SP:Iteration 28Q (2007.690000 sec): 3 clusters
  Score: Raw -6598668.711340 + Penalty 5289.060547 = -6593379.650794
  nChanged 104
		SP:Iteration 29Q (2007.820000 sec): 3 clusters
  Score: Raw -6598736.604353 + Penalty 5289.060547 = -6593447.543806
  nChanged 90
		SP:Iteration 30Q (2007.940000 sec): 3 clusters
  Score: Raw -6598797.228736 + Penalty 5289.060547 = -6593508.168190
  nChanged 81
		SP:Iteration 31Q (2008.070000 sec): 3 clusters
  Score: Raw -6598854.059745 + Penalty 5289.060547 = -6593564.999199
  nChanged 62
		SP:Iteration 32Q (2008.200000 sec): 3 clusters
  Score: Raw -6598897.407892 + Penalty 5289.060547 = -6593608.347345
  nChanged 49
		SP:Iteration 33Q (2008.320000 sec): 3 clusters
  Score: Raw -6598940.769489 + Penalty 5289.060547 = -6593651.708943
  nChanged 50
		SP:Iteration 34Q (2008.450000 sec): 3 clusters
  Score: Raw -6598981.093324 + Penalty 5289.060547 = -6593692.032777
  nChanged 49
		SP:Iteration 35Q (2008.570000 sec): 3 clusters
  Score: Raw -6599024.383962 + Penalty 5289.060547 = -6593735.323415
  nChanged 40
		SP:Iteration 36Q (2008.700000 sec): 3 clusters
  Score: Raw -6599058.185340 + Penalty 5289.060547 = -6593769.124794
  nChanged 40
		SP:Iteration 37Q (2008.820000 sec): 3 clusters
  Score: Raw -6599094.347923 + Penalty 5289.060547 = -6593805.287376
  nChanged 47
		SP:Iteration 38Q (2008.940000 sec): 3 clusters
  Score: Raw -6599137.571489 + Penalty 5289.060547 = -6593848.510942
  nChanged 37
		SP:Iteration 39Q (2009.070000 sec): 3 clusters
  Score: Raw -6599170.357837 + Penalty 5289.060547 = -6593881.297290
  nChanged 30
		SP:Iteration 40F (2009.240000 sec): 3 clusters
  Score: Raw -6599221.137070 + Penalty 5289.060547 = -6593932.076523
  nChanged 39
		SP:Iteration 41Q (2009.360000 sec): 3 clusters
  Score: Raw -6599270.476647 + Penalty 5289.060547 = -6593981.416101
  nChanged 43
		SP:Iteration 42Q (2009.480000 sec): 3 clusters
  Score: Raw -6599321.410146 + Penalty 5289.060547 = -6594032.349599
  nChanged 49
		SP:Iteration 43Q (2009.600000 sec): 3 clusters
  Score: Raw -6599387.779736 + Penalty 5289.060547 = -6594098.719190
  nChanged 41
		SP:Iteration 44Q (2009.730000 sec): 3 clusters
  Score: Raw -6599441.201773 + Penalty 5289.060547 = -6594152.141226
  nChanged 30
		SP:Iteration 45Q (2009.850000 sec): 3 clusters
  Score: Raw -6599483.701686 + Penalty 5289.060547 = -6594194.641139
  nChanged 20
		SP:Iteration 46Q (2009.970000 sec): 3 clusters
  Score: Raw -6599512.056741 + Penalty 5289.060547 = -6594222.996194
  nChanged 25
		SP:Iteration 47Q (2010.090000 sec): 3 clusters
  Score: Raw -6599553.742429 + Penalty 5289.060547 = -6594264.681882
  nChanged 23
		SP:Iteration 48Q (2010.210000 sec): 3 clusters
  Score: Raw -6599582.420395 + Penalty 5289.060547 = -6594293.359848
  nChanged 14
		SP:Iteration 49Q (2010.340000 sec): 3 clusters
  Score: Raw -6599603.197650 + Penalty 5289.060547 = -6594314.137103
  nChanged 11
		SP:Iteration 50Q (2010.460000 sec): 3 clusters
  Score: Raw -6599623.568308 + Penalty 5289.060547 = -6594334.507761
  nChanged 5
		SP:Iteration 51Q (2010.580000 sec): 3 clusters
  Score: Raw -6599630.602803 + Penalty 5289.060547 = -6594341.542256
  nChanged 6
		SP:Iteration 52Q (2010.700000 sec): 3 clusters
  Score: Raw -6599636.834646 + Penalty 5289.060547 = -6594347.774099
  nChanged 3
		SP:Iteration 53Q (2010.820000 sec): 3 clusters
  Score: Raw -6599642.749869 + Penalty 5289.060547 = -6594353.689322
  nChanged 2
		SP:Iteration 54Q (2010.940000 sec): 3 clusters
  Score: Raw -6599645.149825 + Penalty 5289.060547 = -6594356.089278
  nChanged 1
		SP:Iteration 55Q (2011.060000 sec): 3 clusters
  Score: Raw -6599646.273200 + Penalty 5289.060547 = -6594357.212654
  nChanged 0
		SP:Iteration 56F (2011.220000 sec): 3 clusters
  Score: Raw -6599647.313885 + Penalty 5289.060547 = -6594358.253338
  nChanged 1
		SP:Iteration 57Q (2011.340000 sec): 3 clusters
  Score: Raw -6599647.953923 + Penalty 5289.060547 = -6594358.893376
  nChanged 0
		SP:Iteration 58F (2011.520000 sec): 3 clusters
  Score: Raw -6599647.953923 + Penalty 5289.060547 = -6594358.893376
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119965 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2011.940000 sec): 2 clusters
  Score: Raw -17483351.979701 + Penalty 2900.348918 = -17480451.630783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2012.430000 sec): 3 clusters
  Score: Raw -17406003.874056 + Penalty 5800.697835 = -17400203.176221
  nChanged 57081
		SP:Iteration 1F (2012.920000 sec): 3 clusters
  Score: Raw -17439752.677004 + Penalty 5800.697835 = -17433951.979169
  nChanged 5138
		SP:Iteration 2Q (2013.410000 sec): 3 clusters
  Score: Raw -17441643.703377 + Penalty 5800.697835 = -17435843.005542
  nChanged 6120
		SP:Iteration 3F (2013.900000 sec): 3 clusters
  Score: Raw -17444439.826962 + Penalty 5800.697835 = -17438639.129127
  nChanged 7106
		SP:Iteration 4F (2014.380000 sec): 3 clusters
  Score: Raw -17448321.318847 + Penalty 5800.697835 = -17442520.621012
  nChanged 7705
		SP:Iteration 5F (2014.860000 sec): 3 clusters
  Score: Raw -17452802.230789 + Penalty 5800.697835 = -17447001.532954
  nChanged 7565
		SP:Iteration 6F (2015.350000 sec): 3 clusters
  Score: Raw -17457365.547453 + Penalty 5800.697835 = -17451564.849618
  nChanged 6942
		SP:Iteration 7F (2015.840000 sec): 3 clusters
  Score: Raw -17461525.591094 + Penalty 5800.697835 = -17455724.893259
  nChanged 5975
		SP:Iteration 8Q (2016.330000 sec): 3 clusters
  Score: Raw -17465136.644304 + Penalty 5800.697835 = -17459335.946469
  nChanged 5185
		SP:Iteration 9Q (2016.810000 sec): 3 clusters
  Score: Raw -17468466.237553 + Penalty 5800.697835 = -17462665.539718
  nChanged 4505
		SP:Iteration 10Q (2017.300000 sec): 3 clusters
  Score: Raw -17471411.625271 + Penalty 5800.697835 = -17465610.927436
  nChanged 3841
		SP:Iteration 11Q (2017.760000 sec): 3 clusters
  Score: Raw -17474051.836169 + Penalty 5800.697835 = -17468251.138334
  nChanged 3256
		SP:Iteration 12Q (2018.210000 sec): 3 clusters
  Score: Raw -17476378.878276 + Penalty 5800.697835 = -17470578.180441
  nChanged 2569
		SP:Iteration 13Q (2018.640000 sec): 3 clusters
  Score: Raw -17478168.762328 + Penalty 5800.697835 = -17472368.064493
  nChanged 2072
		SP:Iteration 14Q (2019.050000 sec): 3 clusters
  Score: Raw -17479619.006711 + Penalty 5800.697835 = -17473818.308876
  nChanged 1656
		SP:Iteration 15Q (2019.440000 sec): 3 clusters
  Score: Raw -17480770.628086 + Penalty 5800.697835 = -17474969.930251
  nChanged 1302
		SP:Iteration 16Q (2019.820000 sec): 3 clusters
  Score: Raw -17481636.220921 + Penalty 5800.697835 = -17475835.523086
  nChanged 900
		SP:Iteration 17Q (2020.190000 sec): 3 clusters
  Score: Raw -17482226.577703 + Penalty 5800.697835 = -17476425.879868
  nChanged 704
		SP:Iteration 18Q (2020.550000 sec): 3 clusters
  Score: Raw -17482703.025290 + Penalty 5800.697835 = -17476902.327455
  nChanged 463
		SP:Iteration 19Q (2020.910000 sec): 3 clusters
  Score: Raw -17483003.985491 + Penalty 5800.697835 = -17477203.287656
  nChanged 329
		SP:Iteration 20F (2021.390000 sec): 3 clusters
  Score: Raw -17483224.493698 + Penalty 5800.697835 = -17477423.795863
  nChanged 237
		SP:Iteration 21Q (2021.740000 sec): 3 clusters
  Score: Raw -17483361.673579 + Penalty 5800.697835 = -17477560.975744
  nChanged 175
		SP:Iteration 22Q (2022.090000 sec): 3 clusters
  Score: Raw -17483462.246049 + Penalty 5800.697835 = -17477661.548214
  nChanged 134
		SP:Iteration 23Q (2022.430000 sec): 3 clusters
  Score: Raw -17483528.041345 + Penalty 5800.697835 = -17477727.343510
  nChanged 92
		SP:Iteration 24Q (2022.780000 sec): 3 clusters
  Score: Raw -17483570.008544 + Penalty 5800.697835 = -17477769.310709
  nChanged 67
		SP:Iteration 25Q (2023.130000 sec): 3 clusters
  Score: Raw -17483600.363486 + Penalty 5800.697835 = -17477799.665651
  nChanged 43
		SP:Iteration 26Q (2023.470000 sec): 3 clusters
  Score: Raw -17483619.456392 + Penalty 5800.697835 = -17477818.758557
  nChanged 38
		SP:Iteration 27Q (2023.820000 sec): 3 clusters
  Score: Raw -17483635.244602 + Penalty 5800.697835 = -17477834.546767
  nChanged 31
		SP:Iteration 28Q (2024.170000 sec): 3 clusters
  Score: Raw -17483648.166992 + Penalty 5800.697835 = -17477847.469157
  nChanged 20
		SP:Iteration 29Q (2024.510000 sec): 3 clusters
  Score: Raw -17483655.650796 + Penalty 5800.697835 = -17477854.952961
  nChanged 24
		SP:Iteration 30Q (2024.850000 sec): 3 clusters
  Score: Raw -17483665.094208 + Penalty 5800.697835 = -17477864.396373
  nChanged 18
		SP:Iteration 31Q (2025.200000 sec): 3 clusters
  Score: Raw -17483671.743267 + Penalty 5800.697835 = -17477871.045432
  nChanged 16
		SP:Iteration 32Q (2025.540000 sec): 3 clusters
  Score: Raw -17483679.097813 + Penalty 5800.697835 = -17477878.399978
  nChanged 19
		SP:Iteration 33Q (2025.890000 sec): 3 clusters
  Score: Raw -17483687.352037 + Penalty 5800.697835 = -17477886.654202
  nChanged 23
		SP:Iteration 34Q (2026.230000 sec): 3 clusters
  Score: Raw -17483698.331721 + Penalty 5800.697835 = -17477897.633886
  nChanged 23
		SP:Iteration 35Q (2026.570000 sec): 3 clusters
  Score: Raw -17483709.070185 + Penalty 5800.697835 = -17477908.372350
  nChanged 26
		SP:Iteration 36Q (2026.910000 sec): 3 clusters
  Score: Raw -17483721.483228 + Penalty 5800.697835 = -17477920.785393
  nChanged 21
		SP:Iteration 37Q (2027.250000 sec): 3 clusters
  Score: Raw -17483731.065161 + Penalty 5800.697835 = -17477930.367326
  nChanged 16
		SP:Iteration 38Q (2027.600000 sec): 3 clusters
  Score: Raw -17483737.627480 + Penalty 5800.697835 = -17477936.929645
  nChanged 10
		SP:Iteration 39Q (2027.940000 sec): 3 clusters
  Score: Raw -17483741.805756 + Penalty 5800.697835 = -17477941.107921
  nChanged 12
		SP:Iteration 40F (2028.420000 sec): 3 clusters
  Score: Raw -17483747.755574 + Penalty 5800.697835 = -17477947.057739
  nChanged 7
		SP:Iteration 41Q (2028.760000 sec): 3 clusters
  Score: Raw -17483751.318942 + Penalty 5800.697835 = -17477950.621107
  nChanged 6
		SP:Iteration 42Q (2029.110000 sec): 3 clusters
  Score: Raw -17483753.445247 + Penalty 5800.697835 = -17477952.747412
  nChanged 5
		SP:Iteration 43Q (2029.450000 sec): 3 clusters
  Score: Raw -17483755.558888 + Penalty 5800.697835 = -17477954.861053
  nChanged 5
		SP:Iteration 44Q (2029.790000 sec): 3 clusters
  Score: Raw -17483757.752075 + Penalty 5800.697835 = -17477957.054240
  nChanged 3
		SP:Iteration 45Q (2030.140000 sec): 3 clusters
  Score: Raw -17483759.729115 + Penalty 5800.697835 = -17477959.031280
  nChanged 3
		SP:Iteration 46Q (2030.480000 sec): 3 clusters
  Score: Raw -17483760.577013 + Penalty 5800.697835 = -17477959.879178
  nChanged 0
		SP:Iteration 47F (2030.960000 sec): 3 clusters
  Score: Raw -17483760.577013 + Penalty 5800.697835 = -17477959.879178
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11717 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2031.040000 sec): 2 clusters
  Score: Raw -1787233.162472 + Penalty 2323.461422 = -1784909.701049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2031.090000 sec): 3 clusters
  Score: Raw -1780792.892654 + Penalty 4646.922845 = -1776145.969810
  nChanged 4910
		SP:Iteration 1F (2031.130000 sec): 3 clusters
  Score: Raw -1783313.337256 + Penalty 4646.922845 = -1778666.414411
  nChanged 736
		SP:Iteration 2F (2031.180000 sec): 3 clusters
  Score: Raw -1783608.925093 + Penalty 4646.922845 = -1778962.002249
  nChanged 539
		SP:Iteration 3Q (2031.230000 sec): 3 clusters
  Score: Raw -1783822.956275 + Penalty 4646.922845 = -1779176.033431
  nChanged 476
		SP:Iteration 4Q (2031.270000 sec): 3 clusters
  Score: Raw -1783988.298296 + Penalty 4646.922845 = -1779341.375452
  nChanged 348
		SP:Iteration 5Q (2031.320000 sec): 3 clusters
  Score: Raw -1784107.756905 + Penalty 4646.922845 = -1779460.834060
  nChanged 330
		SP:Iteration 6Q (2031.360000 sec): 3 clusters
  Score: Raw -1784218.355761 + Penalty 4646.922845 = -1779571.432916
  nChanged 284
		SP:Iteration 7Q (2031.410000 sec): 3 clusters
  Score: Raw -1784322.962813 + Penalty 4646.922845 = -1779676.039968
  nChanged 301
		SP:Iteration 8Q (2031.460000 sec): 3 clusters
  Score: Raw -1784447.676748 + Penalty 4646.922845 = -1779800.753904
  nChanged 306
		SP:Iteration 9Q (2031.500000 sec): 3 clusters
  Score: Raw -1784580.505902 + Penalty 4646.922845 = -1779933.583058
  nChanged 329
		SP:Iteration 10Q (2031.550000 sec): 3 clusters
  Score: Raw -1784728.233290 + Penalty 4646.922845 = -1780081.310446
  nChanged 353
		SP:Iteration 11Q (2031.600000 sec): 3 clusters
  Score: Raw -1784889.587397 + Penalty 4646.922845 = -1780242.664553
  nChanged 370
		SP:Iteration 12Q (2031.640000 sec): 3 clusters
  Score: Raw -1785062.424630 + Penalty 4646.922845 = -1780415.501785
  nChanged 395
		SP:Iteration 13Q (2031.690000 sec): 3 clusters
  Score: Raw -1785276.671115 + Penalty 4646.922845 = -1780629.748271
  nChanged 424
		SP:Iteration 14Q (2031.740000 sec): 3 clusters
  Score: Raw -1785536.103027 + Penalty 4646.922845 = -1780889.180182
  nChanged 455
		SP:Iteration 15Q (2031.780000 sec): 3 clusters
  Score: Raw -1785818.061134 + Penalty 4646.922845 = -1781171.138290
  nChanged 408
		SP:Iteration 16Q (2031.830000 sec): 3 clusters
  Score: Raw -1786095.940801 + Penalty 4646.922845 = -1781449.017957
  nChanged 405
		SP:Iteration 17Q (2031.870000 sec): 3 clusters
  Score: Raw -1786376.274416 + Penalty 4646.922845 = -1781729.351571
  nChanged 355
		SP:Iteration 18Q (2031.910000 sec): 3 clusters
  Score: Raw -1786641.548204 + Penalty 4646.922845 = -1781994.625360
  nChanged 325
		SP:Iteration 19Q (2031.960000 sec): 3 clusters
  Score: Raw -1786883.917799 + Penalty 4646.922845 = -1782236.994955
  nChanged 227
		SP:Iteration 20F (2032.000000 sec): 3 clusters
  Score: Raw -1787055.049647 + Penalty 4646.922845 = -1782408.126802
  nChanged 173
		SP:Iteration 21Q (2032.040000 sec): 3 clusters
  Score: Raw -1787187.723454 + Penalty 4646.922845 = -1782540.800610
  nChanged 114
		SP:Iteration 22Q (2032.080000 sec): 3 clusters
  Score: Raw -1787277.755265 + Penalty 4646.922845 = -1782630.832420
  nChanged 80
		SP:Iteration 23Q (2032.120000 sec): 3 clusters
  Score: Raw -1787340.416124 + Penalty 4646.922845 = -1782693.493279
  nChanged 58
		SP:Iteration 24Q (2032.160000 sec): 3 clusters
  Score: Raw -1787389.387781 + Penalty 4646.922845 = -1782742.464936
  nChanged 39
		SP:Iteration 25Q (2032.190000 sec): 3 clusters
  Score: Raw -1787419.812025 + Penalty 4646.922845 = -1782772.889181
  nChanged 24
		SP:Iteration 26Q (2032.230000 sec): 3 clusters
  Score: Raw -1787446.589230 + Penalty 4646.922845 = -1782799.666385
  nChanged 28
		SP:Iteration 27Q (2032.260000 sec): 3 clusters
  Score: Raw -1787476.882449 + Penalty 4646.922845 = -1782829.959605
  nChanged 13
		SP:Iteration 28Q (2032.300000 sec): 3 clusters
  Score: Raw -1787490.502570 + Penalty 4646.922845 = -1782843.579725
  nChanged 8
		SP:Iteration 29Q (2032.340000 sec): 3 clusters
  Score: Raw -1787497.718937 + Penalty 4646.922845 = -1782850.796092
  nChanged 8
		SP:Iteration 30Q (2032.370000 sec): 3 clusters
  Score: Raw -1787503.827225 + Penalty 4646.922845 = -1782856.904380
  nChanged 3
		SP:Iteration 31Q (2032.410000 sec): 3 clusters
  Score: Raw -1787506.148396 + Penalty 4646.922845 = -1782859.225551
  nChanged 3
		SP:Iteration 32Q (2032.440000 sec): 3 clusters
  Score: Raw -1787508.726134 + Penalty 4646.922845 = -1782861.803290
  nChanged 1
		SP:Iteration 33Q (2032.480000 sec): 3 clusters
  Score: Raw -1787510.088247 + Penalty 4646.922845 = -1782863.165402
  nChanged 2
		SP:Iteration 34Q (2032.510000 sec): 3 clusters
  Score: Raw -1787512.595610 + Penalty 4646.922845 = -1782865.672766
  nChanged 4
		SP:Iteration 35Q (2032.550000 sec): 3 clusters
  Score: Raw -1787515.844406 + Penalty 4646.922845 = -1782868.921562
  nChanged 1
		SP:Iteration 36Q (2032.580000 sec): 3 clusters
  Score: Raw -1787516.977445 + Penalty 4646.922845 = -1782870.054601
  nChanged 2
		SP:Iteration 37Q (2032.620000 sec): 3 clusters
  Score: Raw -1787519.103401 + Penalty 4646.922845 = -1782872.180557
  nChanged 1
		SP:Iteration 38Q (2032.650000 sec): 3 clusters
  Score: Raw -1787519.875302 + Penalty 4646.922845 = -1782872.952458
  nChanged 2
		SP:Iteration 39Q (2032.690000 sec): 3 clusters
  Score: Raw -1787523.079336 + Penalty 4646.922845 = -1782876.156491
  nChanged 3
		SP:Iteration 40F (2032.740000 sec): 3 clusters
  Score: Raw -1787525.248921 + Penalty 4646.922845 = -1782878.326076
  nChanged 1
		SP:Iteration 41Q (2032.770000 sec): 3 clusters
  Score: Raw -1787526.322186 + Penalty 4646.922845 = -1782879.399341
  nChanged 1
		SP:Iteration 42Q (2032.810000 sec): 3 clusters
  Score: Raw -1787526.765907 + Penalty 4646.922845 = -1782879.843062
  nChanged 0
		SP:Iteration 43F (2032.860000 sec): 3 clusters
  Score: Raw -1787526.765907 + Penalty 4646.922845 = -1782879.843062
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (3729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2032.880000 sec): 2 clusters
  Score: Raw -531615.056039 + Penalty 2039.526054 = -529575.529984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2032.900000 sec): 3 clusters
  Score: Raw -529941.489615 + Penalty 4079.052109 = -525862.437506
  nChanged 1328
		SP:Iteration 1F (2032.910000 sec): 3 clusters
  Score: Raw -530687.548154 + Penalty 4079.052109 = -526608.496046
  nChanged 285
		SP:Iteration 2F (2032.930000 sec): 3 clusters
  Score: Raw -530884.158635 + Penalty 4079.052109 = -526805.106526
  nChanged 207
		SP:Iteration 3F (2032.940000 sec): 3 clusters
  Score: Raw -531027.564536 + Penalty 4079.052109 = -526948.512427
  nChanged 152
		SP:Iteration 4Q (2032.960000 sec): 3 clusters
  Score: Raw -531120.543048 + Penalty 4079.052109 = -527041.490940
  nChanged 106
		SP:Iteration 5Q (2032.970000 sec): 3 clusters
  Score: Raw -531190.619971 + Penalty 4079.052109 = -527111.567862
  nChanged 87
		SP:Iteration 6Q (2032.990000 sec): 3 clusters
  Score: Raw -531244.652871 + Penalty 4079.052109 = -527165.600763
  nChanged 91
		SP:Iteration 7Q (2033.000000 sec): 3 clusters
  Score: Raw -531297.944624 + Penalty 4079.052109 = -527218.892515
  nChanged 87
		SP:Iteration 8Q (2033.020000 sec): 3 clusters
  Score: Raw -531355.880868 + Penalty 4079.052109 = -527276.828759
  nChanged 73
		SP:Iteration 9Q (2033.030000 sec): 3 clusters
  Score: Raw -531398.857992 + Penalty 4079.052109 = -527319.805884
  nChanged 65
		SP:Iteration 10Q (2033.050000 sec): 3 clusters
  Score: Raw -531440.377942 + Penalty 4079.052109 = -527361.325833
  nChanged 74
		SP:Iteration 11Q (2033.060000 sec): 3 clusters
  Score: Raw -531493.614400 + Penalty 4079.052109 = -527414.562292
  nChanged 81
		SP:Iteration 12Q (2033.080000 sec): 3 clusters
  Score: Raw -531550.708526 + Penalty 4079.052109 = -527471.656417
  nChanged 69
		SP:Iteration 13Q (2033.090000 sec): 3 clusters
  Score: Raw -531605.011141 + Penalty 4079.052109 = -527525.959032
  nChanged 73
		SP:Iteration 14Q (2033.100000 sec): 3 clusters
  Score: Raw -531657.398148 + Penalty 4079.052109 = -527578.346040
  nChanged 71
		SP:Iteration 15Q (2033.120000 sec): 3 clusters
  Score: Raw -531717.739116 + Penalty 4079.052109 = -527638.687008
  nChanged 74
		SP:Iteration 16Q (2033.140000 sec): 3 clusters
  Score: Raw -531774.979183 + Penalty 4079.052109 = -527695.927074
  nChanged 81
		SP:Iteration 17Q (2033.140000 sec): 3 clusters
  Score: Raw -531837.210845 + Penalty 4079.052109 = -527758.158736
  nChanged 72
		SP:Iteration 18Q (2033.160000 sec): 3 clusters
  Score: Raw -531894.972907 + Penalty 4079.052109 = -527815.920798
  nChanged 56
		SP:Iteration 19Q (2033.170000 sec): 3 clusters
  Score: Raw -531938.971837 + Penalty 4079.052109 = -527859.919728
  nChanged 52
		SP:Iteration 20F (2033.190000 sec): 3 clusters
  Score: Raw -531977.100563 + Penalty 4079.052109 = -527898.048454
  nChanged 49
		SP:Iteration 21Q (2033.200000 sec): 3 clusters
  Score: Raw -532017.213555 + Penalty 4079.052109 = -527938.161447
  nChanged 45
		SP:Iteration 22Q (2033.220000 sec): 3 clusters
  Score: Raw -532050.207209 + Penalty 4079.052109 = -527971.155101
  nChanged 41
		SP:Iteration 23Q (2033.230000 sec): 3 clusters
  Score: Raw -532081.946331 + Penalty 4079.052109 = -528002.894223
  nChanged 36
		SP:Iteration 24Q (2033.240000 sec): 3 clusters
  Score: Raw -532104.771054 + Penalty 4079.052109 = -528025.718945
  nChanged 28
		SP:Iteration 25Q (2033.260000 sec): 3 clusters
  Score: Raw -532122.332898 + Penalty 4079.052109 = -528043.280790
  nChanged 24
		SP:Iteration 26Q (2033.270000 sec): 3 clusters
  Score: Raw -532138.399190 + Penalty 4079.052109 = -528059.347081
  nChanged 26
		SP:Iteration 27Q (2033.280000 sec): 3 clusters
  Score: Raw -532154.656092 + Penalty 4079.052109 = -528075.603983
  nChanged 22
		SP:Iteration 28Q (2033.300000 sec): 3 clusters
  Score: Raw -532169.642623 + Penalty 4079.052109 = -528090.590515
  nChanged 26
		SP:Iteration 29Q (2033.310000 sec): 3 clusters
  Score: Raw -532184.058925 + Penalty 4079.052109 = -528105.006816
  nChanged 12
		SP:Iteration 30Q (2033.320000 sec): 3 clusters
  Score: Raw -532190.663738 + Penalty 4079.052109 = -528111.611630
  nChanged 7
		SP:Iteration 31Q (2033.340000 sec): 3 clusters
  Score: Raw -532195.212577 + Penalty 4079.052109 = -528116.160468
  nChanged 8
		SP:Iteration 32Q (2033.350000 sec): 3 clusters
  Score: Raw -532199.957621 + Penalty 4079.052109 = -528120.905512
  nChanged 10
		SP:Iteration 33Q (2033.360000 sec): 3 clusters
  Score: Raw -532204.639894 + Penalty 4079.052109 = -528125.587785
  nChanged 6
		SP:Iteration 34Q (2033.380000 sec): 3 clusters
  Score: Raw -532207.107071 + Penalty 4079.052109 = -528128.054962
  nChanged 4
		SP:Iteration 35Q (2033.390000 sec): 3 clusters
  Score: Raw -532209.233718 + Penalty 4079.052109 = -528130.181609
  nChanged 4
		SP:Iteration 36Q (2033.400000 sec): 3 clusters
  Score: Raw -532211.630980 + Penalty 4079.052109 = -528132.578872
  nChanged 5
		SP:Iteration 37Q (2033.420000 sec): 3 clusters
  Score: Raw -532213.342846 + Penalty 4079.052109 = -528134.290737
  nChanged 4
		SP:Iteration 38Q (2033.430000 sec): 3 clusters
  Score: Raw -532215.055661 + Penalty 4079.052109 = -528136.003553
  nChanged 1
		SP:Iteration 39Q (2033.440000 sec): 3 clusters
  Score: Raw -532215.377676 + Penalty 4079.052109 = -528136.325567
  nChanged 0
		SP:Iteration 40F (2033.460000 sec): 3 clusters
  Score: Raw -532215.377676 + Penalty 4079.052109 = -528136.325567
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2033.460000 sec): 2 clusters
  Score: Raw -27600.991144 + Penalty 1356.078915 = -26244.912229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2033.460000 sec): 3 clusters
  Score: Raw -27828.194463 + Penalty 2712.157830 = -25116.036633
  nChanged 33
		SP:Iteration 1F (2033.460000 sec): 3 clusters
  Score: Raw -28061.005293 + Penalty 2712.157830 = -25348.847463
  nChanged 12
		SP:Iteration 2F (2033.460000 sec): 3 clusters
  Score: Raw -28198.372559 + Penalty 2712.157830 = -25486.214729
  nChanged 6
		SP:Iteration 3Q (2033.460000 sec): 3 clusters
  Score: Raw -28229.794493 + Penalty 2712.157830 = -25517.636663
  nChanged 3
		SP:Iteration 4Q (2033.460000 sec): 3 clusters
  Score: Raw -28244.614945 + Penalty 2712.157830 = -25532.457115
  nChanged 3
		SP:Iteration 5Q (2033.470000 sec): 3 clusters
  Score: Raw -28257.834662 + Penalty 2712.157830 = -25545.676832
  nChanged 3
		SP:Iteration 6Q (2033.470000 sec): 3 clusters
  Score: Raw -28271.670912 + Penalty 2712.157830 = -25559.513082
  nChanged 3
		SP:Iteration 7Q (2033.470000 sec): 3 clusters
  Score: Raw -28289.498503 + Penalty 2712.157830 = -25577.340673
  nChanged 3
		SP:Iteration 8Q (2033.470000 sec): 3 clusters
  Score: Raw -28303.753013 + Penalty 2712.157830 = -25591.595183
  nChanged 3
		SP:Iteration 9Q (2033.470000 sec): 3 clusters
  Score: Raw -28329.206151 + Penalty 2712.157830 = -25617.048321
  nChanged 2
		SP:Iteration 10Q (2033.470000 sec): 3 clusters
  Score: Raw -28363.013365 + Penalty 2712.157830 = -25650.855535
  nChanged 1
		SP:Iteration 11Q (2033.470000 sec): 3 clusters
  Score: Raw -28371.539522 + Penalty 2712.157830 = -25659.381692
  nChanged 1
		SP:Iteration 12Q (2033.470000 sec): 3 clusters
  Score: Raw -28381.631143 + Penalty 2712.157830 = -25669.473313
  nChanged 0
		SP:Iteration 13F (2033.470000 sec): 3 clusters
  Score: Raw -28381.631143 + Penalty 2712.157830 = -25669.473313
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (31003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2033.590000 sec): 2 clusters
  Score: Raw -4525680.722365 + Penalty 2564.776135 = -4523115.946230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2033.720000 sec): 3 clusters
  Score: Raw -4507083.215395 + Penalty 5129.552269 = -4501953.663125
  nChanged 13972
		SP:Iteration 1F (2033.840000 sec): 3 clusters
  Score: Raw -4514736.128205 + Penalty 5129.552269 = -4509606.575936
  nChanged 1605
		SP:Iteration 2F (2033.960000 sec): 3 clusters
  Score: Raw -4515526.158520 + Penalty 5129.552269 = -4510396.606251
  nChanged 1842
		SP:Iteration 3F (2034.090000 sec): 3 clusters
  Score: Raw -4516573.898890 + Penalty 5129.552269 = -4511444.346621
  nChanged 2057
		SP:Iteration 4F (2034.220000 sec): 3 clusters
  Score: Raw -4517900.036826 + Penalty 5129.552269 = -4512770.484557
  nChanged 2347
		SP:Iteration 5F (2034.340000 sec): 3 clusters
  Score: Raw -4519554.105221 + Penalty 5129.552269 = -4514424.552951
  nChanged 2391
		SP:Iteration 6F (2034.460000 sec): 3 clusters
  Score: Raw -4521311.030166 + Penalty 5129.552269 = -4516181.477896
  nChanged 2087
		SP:Iteration 7F (2034.590000 sec): 3 clusters
  Score: Raw -4522781.221686 + Penalty 5129.552269 = -4517651.669416
  nChanged 1552
		SP:Iteration 8F (2034.710000 sec): 3 clusters
  Score: Raw -4523832.467613 + Penalty 5129.552269 = -4518702.915343
  nChanged 1015
		SP:Iteration 9Q (2034.840000 sec): 3 clusters
  Score: Raw -4524518.763114 + Penalty 5129.552269 = -4519389.210844
  nChanged 643
		SP:Iteration 10Q (2034.960000 sec): 3 clusters
  Score: Raw -4525069.444111 + Penalty 5129.552269 = -4519939.891842
  nChanged 464
		SP:Iteration 11Q (2035.080000 sec): 3 clusters
  Score: Raw -4525966.430853 + Penalty 5129.552269 = -4520836.878584
  nChanged 296
		SP:Iteration 12Q (2035.200000 sec): 3 clusters
  Score: Raw -4526431.084680 + Penalty 5129.552269 = -4521301.532410
  nChanged 236
		SP:Iteration 13Q (2035.300000 sec): 3 clusters
  Score: Raw -4526520.447202 + Penalty 5129.552269 = -4521390.894933
  nChanged 158
		SP:Iteration 14Q (2035.400000 sec): 3 clusters
  Score: Raw -4526569.523787 + Penalty 5129.552269 = -4521439.971517
  nChanged 130
		SP:Iteration 15Q (2035.500000 sec): 3 clusters
  Score: Raw -4526605.157928 + Penalty 5129.552269 = -4521475.605659
  nChanged 121
		SP:Iteration 16Q (2035.600000 sec): 3 clusters
  Score: Raw -4526637.698323 + Penalty 5129.552269 = -4521508.146054
  nChanged 85
		SP:Iteration 17Q (2035.700000 sec): 3 clusters
  Score: Raw -4526657.941612 + Penalty 5129.552269 = -4521528.389342
  nChanged 69
		SP:Iteration 18Q (2035.800000 sec): 3 clusters
  Score: Raw -4526674.079400 + Penalty 5129.552269 = -4521544.527131
  nChanged 69
		SP:Iteration 19Q (2035.900000 sec): 3 clusters
  Score: Raw -4526689.178578 + Penalty 5129.552269 = -4521559.626309
  nChanged 56
		SP:Iteration 20F (2036.020000 sec): 3 clusters
  Score: Raw -4526702.121446 + Penalty 5129.552269 = -4521572.569176
  nChanged 55
		SP:Iteration 21Q (2036.120000 sec): 3 clusters
  Score: Raw -4526714.089609 + Penalty 5129.552269 = -4521584.537339
  nChanged 43
		SP:Iteration 22Q (2036.210000 sec): 3 clusters
  Score: Raw -4526723.839125 + Penalty 5129.552269 = -4521594.286856
  nChanged 44
		SP:Iteration 23Q (2036.300000 sec): 3 clusters
  Score: Raw -4526732.253787 + Penalty 5129.552269 = -4521602.701517
  nChanged 38
		SP:Iteration 24Q (2036.390000 sec): 3 clusters
  Score: Raw -4526740.748940 + Penalty 5129.552269 = -4521611.196670
  nChanged 35
		SP:Iteration 25Q (2036.480000 sec): 3 clusters
  Score: Raw -4526749.209878 + Penalty 5129.552269 = -4521619.657609
  nChanged 29
		SP:Iteration 26Q (2036.570000 sec): 3 clusters
  Score: Raw -4526755.051510 + Penalty 5129.552269 = -4521625.499241
  nChanged 27
		SP:Iteration 27Q (2036.670000 sec): 3 clusters
  Score: Raw -4526759.756813 + Penalty 5129.552269 = -4521630.204544
  nChanged 23
		SP:Iteration 28Q (2036.760000 sec): 3 clusters
  Score: Raw -4526763.944572 + Penalty 5129.552269 = -4521634.392302
  nChanged 15
		SP:Iteration 29Q (2036.850000 sec): 3 clusters
  Score: Raw -4526767.525212 + Penalty 5129.552269 = -4521637.972943
  nChanged 20
		SP:Iteration 30Q (2036.940000 sec): 3 clusters
  Score: Raw -4526771.593804 + Penalty 5129.552269 = -4521642.041535
  nChanged 19
		SP:Iteration 31Q (2037.030000 sec): 3 clusters
  Score: Raw -4526775.312422 + Penalty 5129.552269 = -4521645.760153
  nChanged 20
		SP:Iteration 32Q (2037.120000 sec): 3 clusters
  Score: Raw -4526778.730215 + Penalty 5129.552269 = -4521649.177945
  nChanged 21
		SP:Iteration 33Q (2037.210000 sec): 3 clusters
  Score: Raw -4526782.613912 + Penalty 5129.552269 = -4521653.061643
  nChanged 19
		SP:Iteration 34Q (2037.300000 sec): 3 clusters
  Score: Raw -4526785.617448 + Penalty 5129.552269 = -4521656.065179
  nChanged 26
		SP:Iteration 35Q (2037.400000 sec): 3 clusters
  Score: Raw -4526790.226828 + Penalty 5129.552269 = -4521660.674559
  nChanged 14
		SP:Iteration 36Q (2037.480000 sec): 3 clusters
  Score: Raw -4526792.936681 + Penalty 5129.552269 = -4521663.384412
  nChanged 14
		SP:Iteration 37Q (2037.570000 sec): 3 clusters
  Score: Raw -4526794.915945 + Penalty 5129.552269 = -4521665.363676
  nChanged 12
		SP:Iteration 38Q (2037.660000 sec): 3 clusters
  Score: Raw -4526796.665577 + Penalty 5129.552269 = -4521667.113307
  nChanged 13
		SP:Iteration 39Q (2037.760000 sec): 3 clusters
  Score: Raw -4526798.850799 + Penalty 5129.552269 = -4521669.298530
  nChanged 14
		SP:Iteration 40F (2037.870000 sec): 3 clusters
  Score: Raw -4526800.621316 + Penalty 5129.552269 = -4521671.069046
  nChanged 11
		SP:Iteration 41Q (2037.960000 sec): 3 clusters
  Score: Raw -4526802.323152 + Penalty 5129.552269 = -4521672.770882
  nChanged 13
		SP:Iteration 42Q (2038.050000 sec): 3 clusters
  Score: Raw -4526804.579139 + Penalty 5129.552269 = -4521675.026870
  nChanged 10
		SP:Iteration 43Q (2038.140000 sec): 3 clusters
  Score: Raw -4526806.199727 + Penalty 5129.552269 = -4521676.647458
  nChanged 10
		SP:Iteration 44Q (2038.230000 sec): 3 clusters
  Score: Raw -4526807.701137 + Penalty 5129.552269 = -4521678.148867
  nChanged 7
		SP:Iteration 45Q (2038.320000 sec): 3 clusters
  Score: Raw -4526809.100222 + Penalty 5129.552269 = -4521679.547952
  nChanged 7
		SP:Iteration 46Q (2038.410000 sec): 3 clusters
  Score: Raw -4526810.043467 + Penalty 5129.552269 = -4521680.491198
  nChanged 4
		SP:Iteration 47Q (2038.500000 sec): 3 clusters
  Score: Raw -4526810.895837 + Penalty 5129.552269 = -4521681.343568
  nChanged 7
		SP:Iteration 48Q (2038.590000 sec): 3 clusters
  Score: Raw -4526811.717204 + Penalty 5129.552269 = -4521682.164935
  nChanged 5
		SP:Iteration 49Q (2038.680000 sec): 3 clusters
  Score: Raw -4526812.439194 + Penalty 5129.552269 = -4521682.886925
  nChanged 4
		SP:Iteration 50Q (2038.770000 sec): 3 clusters
  Score: Raw -4526813.064744 + Penalty 5129.552269 = -4521683.512475
  nChanged 3
		SP:Iteration 51Q (2038.860000 sec): 3 clusters
  Score: Raw -4526813.511493 + Penalty 5129.552269 = -4521683.959224
  nChanged 3
		SP:Iteration 52Q (2038.960000 sec): 3 clusters
  Score: Raw -4526813.877301 + Penalty 5129.552269 = -4521684.325032
  nChanged 2
		SP:Iteration 53Q (2039.040000 sec): 3 clusters
  Score: Raw -4526814.108933 + Penalty 5129.552269 = -4521684.556664
  nChanged 3
		SP:Iteration 54Q (2039.140000 sec): 3 clusters
  Score: Raw -4526814.546440 + Penalty 5129.552269 = -4521684.994170
  nChanged 1
		SP:Iteration 55Q (2039.220000 sec): 3 clusters
  Score: Raw -4526814.656603 + Penalty 5129.552269 = -4521685.104334
  nChanged 1
		SP:Iteration 56Q (2039.320000 sec): 3 clusters
  Score: Raw -4526814.753747 + Penalty 5129.552269 = -4521685.201478
  nChanged 3
		SP:Iteration 57Q (2039.400000 sec): 3 clusters
  Score: Raw -4526815.495363 + Penalty 5129.552269 = -4521685.943093
  nChanged 5
		SP:Iteration 58Q (2039.500000 sec): 3 clusters
  Score: Raw -4526816.340051 + Penalty 5129.552269 = -4521686.787782
  nChanged 3
		SP:Iteration 59Q (2039.580000 sec): 3 clusters
  Score: Raw -4526816.829712 + Penalty 5129.552269 = -4521687.277442
  nChanged 1
		SP:Iteration 60F (2039.700000 sec): 3 clusters
  Score: Raw -4526817.014672 + Penalty 5129.552269 = -4521687.462402
  nChanged 2
		SP:Iteration 61Q (2039.790000 sec): 3 clusters
  Score: Raw -4526817.199387 + Penalty 5129.552269 = -4521687.647118
  nChanged 1
		SP:Iteration 62Q (2039.880000 sec): 3 clusters
  Score: Raw -4526817.339111 + Penalty 5129.552269 = -4521687.786842
  nChanged 1
		SP:Iteration 63Q (2039.970000 sec): 3 clusters
  Score: Raw -4526817.438411 + Penalty 5129.552269 = -4521687.886141
  nChanged 0
		SP:Iteration 64F (2040.080000 sec): 3 clusters
  Score: Raw -4526817.438411 + Penalty 5129.552269 = -4521687.886141
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.100000 sec): 2 clusters
  Score: Raw -59140.792012 + Penalty 1506.115044 = -57634.676968
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.100000 sec): 3 clusters
  Score: Raw -59245.037255 + Penalty 3012.230089 = -56232.807166
  nChanged 80
		SP:Iteration 1F (2040.100000 sec): 3 clusters
  Score: Raw -59479.035120 + Penalty 3012.230089 = -56466.805031
  nChanged 35
		SP:Iteration 2F (2040.110000 sec): 3 clusters
  Score: Raw -59634.040719 + Penalty 3012.230089 = -56621.810631
  nChanged 21
		SP:Iteration 3Q (2040.110000 sec): 3 clusters
  Score: Raw -59764.770914 + Penalty 3012.230089 = -56752.540825
  nChanged 14
		SP:Iteration 4Q (2040.110000 sec): 3 clusters
  Score: Raw -59836.393948 + Penalty 3012.230089 = -56824.163859
  nChanged 14
		SP:Iteration 5Q (2040.110000 sec): 3 clusters
  Score: Raw -59906.657090 + Penalty 3012.230089 = -56894.427001
  nChanged 8
		SP:Iteration 6Q (2040.110000 sec): 3 clusters
  Score: Raw -59951.336199 + Penalty 3012.230089 = -56939.106110
  nChanged 6
		SP:Iteration 7Q (2040.110000 sec): 3 clusters
  Score: Raw -59972.270554 + Penalty 3012.230089 = -56960.040465
  nChanged 9
		SP:Iteration 8Q (2040.120000 sec): 3 clusters
  Score: Raw -60007.646881 + Penalty 3012.230089 = -56995.416792
  nChanged 11
		SP:Iteration 9Q (2040.120000 sec): 3 clusters
  Score: Raw -60077.723555 + Penalty 3012.230089 = -57065.493467
  nChanged 18
		SP:Iteration 10Q (2040.120000 sec): 3 clusters
  Score: Raw -60215.621097 + Penalty 3012.230089 = -57203.391008
  nChanged 14
		SP:Iteration 11Q (2040.120000 sec): 3 clusters
  Score: Raw -60303.391456 + Penalty 3012.230089 = -57291.161367
  nChanged 9
		SP:Iteration 12Q (2040.120000 sec): 3 clusters
  Score: Raw -60378.387823 + Penalty 3012.230089 = -57366.157734
  nChanged 10
		SP:Iteration 13Q (2040.120000 sec): 3 clusters
  Score: Raw -60480.320418 + Penalty 3012.230089 = -57468.090329
  nChanged 3
		SP:Iteration 14Q (2040.120000 sec): 3 clusters
  Score: Raw -60519.523733 + Penalty 3012.230089 = -57507.293644
  nChanged 3
		SP:Iteration 15Q (2040.120000 sec): 3 clusters
  Score: Raw -60583.757959 + Penalty 3012.230089 = -57571.527870
  nChanged 0
		SP:Iteration 16F (2040.120000 sec): 3 clusters
  Score: Raw -60596.369537 + Penalty 3012.230089 = -57584.139449
  nChanged 3
		SP:Iteration 17Q (2040.130000 sec): 3 clusters
  Score: Raw -60608.496696 + Penalty 3012.230089 = -57596.266608
  nChanged 2
		SP:Iteration 18Q (2040.130000 sec): 3 clusters
  Score: Raw -60613.386689 + Penalty 3012.230089 = -57601.156600
  nChanged 1
		SP:Iteration 19Q (2040.130000 sec): 3 clusters
  Score: Raw -60632.172779 + Penalty 3012.230089 = -57619.942690
  nChanged 1
		SP:Iteration 20F (2040.130000 sec): 3 clusters
  Score: Raw -60635.084702 + Penalty 3012.230089 = -57622.854613
  nChanged 1
		SP:Iteration 21Q (2040.130000 sec): 3 clusters
  Score: Raw -60641.141386 + Penalty 3012.230089 = -57628.911297
  nChanged 0
		SP:Iteration 22F (2040.130000 sec): 3 clusters
  Score: Raw -60641.141386 + Penalty 3012.230089 = -57628.911297
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 23 (585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.140000 sec): 2 clusters
  Score: Raw -75637.629266 + Penalty 1580.159738 = -74057.469528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.140000 sec): 3 clusters
  Score: Raw -75670.285935 + Penalty 3160.319476 = -72509.966459
  nChanged 125
		SP:Iteration 1F (2040.140000 sec): 3 clusters
  Score: Raw -76172.214478 + Penalty 3160.319476 = -73011.895002
  nChanged 63
		SP:Iteration 2F (2040.140000 sec): 3 clusters
  Score: Raw -76706.359757 + Penalty 3160.319476 = -73546.040281
  nChanged 73
		SP:Iteration 3F (2040.150000 sec): 3 clusters
  Score: Raw -76955.970995 + Penalty 3160.319476 = -73795.651519
  nChanged 43
		SP:Iteration 4F (2040.150000 sec): 3 clusters
  Score: Raw -77115.002169 + Penalty 3160.319476 = -73954.682693
  nChanged 18
		SP:Iteration 5Q (2040.150000 sec): 3 clusters
  Score: Raw -77195.243165 + Penalty 3160.319476 = -74034.923689
  nChanged 9
		SP:Iteration 6Q (2040.150000 sec): 3 clusters
  Score: Raw -77235.981069 + Penalty 3160.319476 = -74075.661593
  nChanged 9
		SP:Iteration 7Q (2040.150000 sec): 3 clusters
  Score: Raw -77284.431136 + Penalty 3160.319476 = -74124.111660
  nChanged 3
		SP:Iteration 8Q (2040.160000 sec): 3 clusters
  Score: Raw -77300.618532 + Penalty 3160.319476 = -74140.299056
  nChanged 3
		SP:Iteration 9Q (2040.160000 sec): 3 clusters
  Score: Raw -77321.791266 + Penalty 3160.319476 = -74161.471789
  nChanged 2
		SP:Iteration 10Q (2040.160000 sec): 3 clusters
  Score: Raw -77334.078974 + Penalty 3160.319476 = -74173.759497
  nChanged 0
		SP:Iteration 11F (2040.160000 sec): 3 clusters
  Score: Raw -77334.078974 + Penalty 3160.319476 = -74173.759497
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 34.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.170000 sec): 2 clusters
  Score: Raw -253922.887501 + Penalty 1854.445852 = -252068.441648
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.180000 sec): 3 clusters
  Score: Raw -253248.859860 + Penalty 3708.891705 = -249539.968156
  nChanged 559
		SP:Iteration 1F (2040.180000 sec): 3 clusters
  Score: Raw -253696.747198 + Penalty 3708.891705 = -249987.855493
  nChanged 152
		SP:Iteration 2F (2040.190000 sec): 3 clusters
  Score: Raw -253841.545164 + Penalty 3708.891705 = -250132.653460
  nChanged 78
		SP:Iteration 3Q (2040.200000 sec): 3 clusters
  Score: Raw -253913.311798 + Penalty 3708.891705 = -250204.420093
  nChanged 55
		SP:Iteration 4Q (2040.200000 sec): 3 clusters
  Score: Raw -253957.488436 + Penalty 3708.891705 = -250248.596731
  nChanged 40
		SP:Iteration 5Q (2040.210000 sec): 3 clusters
  Score: Raw -253992.029745 + Penalty 3708.891705 = -250283.138040
  nChanged 32
		SP:Iteration 6Q (2040.220000 sec): 3 clusters
  Score: Raw -254019.380765 + Penalty 3708.891705 = -250310.489061
  nChanged 25
		SP:Iteration 7Q (2040.220000 sec): 3 clusters
  Score: Raw -254037.211281 + Penalty 3708.891705 = -250328.319576
  nChanged 21
		SP:Iteration 8Q (2040.230000 sec): 3 clusters
  Score: Raw -254056.494430 + Penalty 3708.891705 = -250347.602725
  nChanged 22
		SP:Iteration 9Q (2040.240000 sec): 3 clusters
  Score: Raw -254070.645402 + Penalty 3708.891705 = -250361.753697
  nChanged 14
		SP:Iteration 10Q (2040.240000 sec): 3 clusters
  Score: Raw -254084.541739 + Penalty 3708.891705 = -250375.650035
  nChanged 14
		SP:Iteration 11Q (2040.250000 sec): 3 clusters
  Score: Raw -254092.789515 + Penalty 3708.891705 = -250383.897810
  nChanged 14
		SP:Iteration 12Q (2040.250000 sec): 3 clusters
  Score: Raw -254101.150836 + Penalty 3708.891705 = -250392.259131
  nChanged 9
		SP:Iteration 13Q (2040.260000 sec): 3 clusters
  Score: Raw -254109.211834 + Penalty 3708.891705 = -250400.320130
  nChanged 8
		SP:Iteration 14Q (2040.260000 sec): 3 clusters
  Score: Raw -254115.957562 + Penalty 3708.891705 = -250407.065858
  nChanged 7
		SP:Iteration 15Q (2040.270000 sec): 3 clusters
  Score: Raw -254121.097734 + Penalty 3708.891705 = -250412.206029
  nChanged 5
		SP:Iteration 16Q (2040.280000 sec): 3 clusters
  Score: Raw -254125.015182 + Penalty 3708.891705 = -250416.123477
  nChanged 4
		SP:Iteration 17Q (2040.280000 sec): 3 clusters
  Score: Raw -254128.635093 + Penalty 3708.891705 = -250419.743388
  nChanged 6
		SP:Iteration 18Q (2040.290000 sec): 3 clusters
  Score: Raw -254131.456491 + Penalty 3708.891705 = -250422.564787
  nChanged 3
		SP:Iteration 19Q (2040.300000 sec): 3 clusters
  Score: Raw -254134.021761 + Penalty 3708.891705 = -250425.130057
  nChanged 2
		SP:Iteration 20F (2040.300000 sec): 3 clusters
  Score: Raw -254136.208460 + Penalty 3708.891705 = -250427.316755
  nChanged 4
		SP:Iteration 21Q (2040.310000 sec): 3 clusters
  Score: Raw -254139.228038 + Penalty 3708.891705 = -250430.336334
  nChanged 2
		SP:Iteration 22Q (2040.320000 sec): 3 clusters
  Score: Raw -254140.540635 + Penalty 3708.891705 = -250431.648930
  nChanged 3
		SP:Iteration 23Q (2040.320000 sec): 3 clusters
  Score: Raw -254142.446005 + Penalty 3708.891705 = -250433.554300
  nChanged 5
		SP:Iteration 24Q (2040.330000 sec): 3 clusters
  Score: Raw -254145.650628 + Penalty 3708.891705 = -250436.758924
  nChanged 2
		SP:Iteration 25Q (2040.340000 sec): 3 clusters
  Score: Raw -254147.189108 + Penalty 3708.891705 = -250438.297404
  nChanged 1
		SP:Iteration 26Q (2040.340000 sec): 3 clusters
  Score: Raw -254148.941931 + Penalty 3708.891705 = -250440.050226
  nChanged 2
		SP:Iteration 27Q (2040.350000 sec): 3 clusters
  Score: Raw -254150.431009 + Penalty 3708.891705 = -250441.539304
  nChanged 2
		SP:Iteration 28Q (2040.350000 sec): 3 clusters
  Score: Raw -254151.299329 + Penalty 3708.891705 = -250442.407624
  nChanged 1
		SP:Iteration 29Q (2040.360000 sec): 3 clusters
  Score: Raw -254151.604149 + Penalty 3708.891705 = -250442.712445
  nChanged 0
		SP:Iteration 30F (2040.370000 sec): 3 clusters
  Score: Raw -254151.604149 + Penalty 3708.891705 = -250442.712445
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.370000 sec): 2 clusters
  Score: Raw -13508.053219 + Penalty 1221.958914 = -12286.094305
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.370000 sec): 3 clusters
  Score: Raw -13951.153517 + Penalty 2443.917828 = -11507.235689
  nChanged 17
		SP:Iteration 1F (2040.370000 sec): 3 clusters
  Score: Raw -14096.412210 + Penalty 2443.917828 = -11652.494382
  nChanged 5
		SP:Iteration 2Q (2040.370000 sec): 3 clusters
  Score: Raw -14157.340398 + Penalty 2443.917828 = -11713.422570
  nChanged 4
		SP:Iteration 3Q (2040.370000 sec): 3 clusters
  Score: Raw -14206.566605 + Penalty 2443.917828 = -11762.648778
  nChanged 0
		SP:Iteration 4F (2040.370000 sec): 3 clusters
  Score: Raw -14206.566605 + Penalty 2443.917828 = -11762.648778
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (978 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.380000 sec): 2 clusters
  Score: Raw -129694.040555 + Penalty 1707.606398 = -127986.434157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.380000 sec): 3 clusters
  Score: Raw -129557.833558 + Penalty 3415.212796 = -126142.620762
  nChanged 237
		SP:Iteration 1F (2040.380000 sec): 3 clusters
  Score: Raw -129878.485079 + Penalty 3415.212796 = -126463.272282
  nChanged 72
		SP:Iteration 2F (2040.390000 sec): 3 clusters
  Score: Raw -130053.267731 + Penalty 3415.212796 = -126638.054935
  nChanged 41
		SP:Iteration 3Q (2040.390000 sec): 3 clusters
  Score: Raw -130185.460570 + Penalty 3415.212796 = -126770.247773
  nChanged 40
		SP:Iteration 4Q (2040.400000 sec): 3 clusters
  Score: Raw -130295.899653 + Penalty 3415.212796 = -126880.686856
  nChanged 44
		SP:Iteration 5Q (2040.400000 sec): 3 clusters
  Score: Raw -130394.280368 + Penalty 3415.212796 = -126979.067572
  nChanged 33
		SP:Iteration 6Q (2040.400000 sec): 3 clusters
  Score: Raw -130486.226678 + Penalty 3415.212796 = -127071.013881
  nChanged 40
		SP:Iteration 7Q (2040.410000 sec): 3 clusters
  Score: Raw -130581.435989 + Penalty 3415.212796 = -127166.223192
  nChanged 34
		SP:Iteration 8Q (2040.410000 sec): 3 clusters
  Score: Raw -130666.100583 + Penalty 3415.212796 = -127250.887786
  nChanged 29
		SP:Iteration 9Q (2040.410000 sec): 3 clusters
  Score: Raw -130762.401663 + Penalty 3415.212796 = -127347.188867
  nChanged 30
		SP:Iteration 10Q (2040.420000 sec): 3 clusters
  Score: Raw -130872.885458 + Penalty 3415.212796 = -127457.672661
  nChanged 23
		SP:Iteration 11Q (2040.420000 sec): 3 clusters
  Score: Raw -130956.514465 + Penalty 3415.212796 = -127541.301669
  nChanged 15
		SP:Iteration 12Q (2040.420000 sec): 3 clusters
  Score: Raw -130994.117974 + Penalty 3415.212796 = -127578.905178
  nChanged 16
		SP:Iteration 13Q (2040.420000 sec): 3 clusters
  Score: Raw -131023.755520 + Penalty 3415.212796 = -127608.542723
  nChanged 9
		SP:Iteration 14Q (2040.430000 sec): 3 clusters
  Score: Raw -131046.302291 + Penalty 3415.212796 = -127631.089495
  nChanged 5
		SP:Iteration 15Q (2040.430000 sec): 3 clusters
  Score: Raw -131061.434724 + Penalty 3415.212796 = -127646.221927
  nChanged 3
		SP:Iteration 16Q (2040.440000 sec): 3 clusters
  Score: Raw -131072.639891 + Penalty 3415.212796 = -127657.427095
  nChanged 4
		SP:Iteration 17Q (2040.440000 sec): 3 clusters
  Score: Raw -131079.894552 + Penalty 3415.212796 = -127664.681756
  nChanged 4
		SP:Iteration 18Q (2040.440000 sec): 3 clusters
  Score: Raw -131087.117951 + Penalty 3415.212796 = -127671.905155
  nChanged 0
		SP:Iteration 19F (2040.440000 sec): 3 clusters
  Score: Raw -131088.861048 + Penalty 3415.212796 = -127673.648252
  nChanged 1
		SP:Iteration 20F (2040.450000 sec): 3 clusters
  Score: Raw -131094.624909 + Penalty 3415.212796 = -127679.412113
  nChanged 1
		SP:Iteration 21Q (2040.450000 sec): 3 clusters
  Score: Raw -131097.754341 + Penalty 3415.212796 = -127682.541544
  nChanged 1
		SP:Iteration 22Q (2040.460000 sec): 3 clusters
  Score: Raw -131098.814314 + Penalty 3415.212796 = -127683.601518
  nChanged 0
		SP:Iteration 23F (2040.460000 sec): 3 clusters
  Score: Raw -131098.814314 + Penalty 3415.212796 = -127683.601518
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (145251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.970000 sec): 2 clusters
  Score: Raw -21089183.441606 + Penalty 2947.782203 = -21086235.659403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2041.550000 sec): 3 clusters
  Score: Raw -20994816.898507 + Penalty 5895.564405 = -20988921.334101
  nChanged 69372
		SP:Iteration 1F (2042.130000 sec): 3 clusters
  Score: Raw -21034941.427664 + Penalty 5895.564405 = -21029045.863259
  nChanged 4816
		SP:Iteration 2Q (2042.720000 sec): 3 clusters
  Score: Raw -21036149.222396 + Penalty 5895.564405 = -21030253.657990
  nChanged 5061
		SP:Iteration 3Q (2043.300000 sec): 3 clusters
  Score: Raw -21037652.435304 + Penalty 5895.564405 = -21031756.870898
  nChanged 5785
		SP:Iteration 4Q (2043.880000 sec): 3 clusters
  Score: Raw -21039810.121720 + Penalty 5895.564405 = -21033914.557315
  nChanged 7219
		SP:Iteration 5Q (2044.470000 sec): 3 clusters
  Score: Raw -21043223.924869 + Penalty 5895.564405 = -21037328.360463
  nChanged 8903
		SP:Iteration 6F (2045.060000 sec): 3 clusters
  Score: Raw -21048556.350812 + Penalty 5895.564405 = -21042660.786406
  nChanged 10818
		SP:Iteration 7F (2045.640000 sec): 3 clusters
  Score: Raw -21056614.965807 + Penalty 5895.564405 = -21050719.401401
  nChanged 11583
		SP:Iteration 8F (2046.210000 sec): 3 clusters
  Score: Raw -21066328.220857 + Penalty 5895.564405 = -21060432.656451
  nChanged 10131
		SP:Iteration 9F (2046.780000 sec): 3 clusters
  Score: Raw -21075363.183237 + Penalty 5895.564405 = -21069467.618832
  nChanged 7280
		SP:Iteration 10F (2047.350000 sec): 3 clusters
  Score: Raw -21081854.996599 + Penalty 5895.564405 = -21075959.432194
  nChanged 4434
		SP:Iteration 11Q (2047.880000 sec): 3 clusters
  Score: Raw -21085563.385732 + Penalty 5895.564405 = -21079667.821326
  nChanged 2385
		SP:Iteration 12Q (2048.380000 sec): 3 clusters
  Score: Raw -21087450.098684 + Penalty 5895.564405 = -21081554.534278
  nChanged 1246
		SP:Iteration 13Q (2048.840000 sec): 3 clusters
  Score: Raw -21088404.409161 + Penalty 5895.564405 = -21082508.844755
  nChanged 688
		SP:Iteration 14Q (2049.270000 sec): 3 clusters
  Score: Raw -21088910.294094 + Penalty 5895.564405 = -21083014.729689
  nChanged 388
		SP:Iteration 15Q (2049.700000 sec): 3 clusters
  Score: Raw -21089200.512413 + Penalty 5895.564405 = -21083304.948007
  nChanged 230
		SP:Iteration 16Q (2050.110000 sec): 3 clusters
  Score: Raw -21089389.043976 + Penalty 5895.564405 = -21083493.479570
  nChanged 168
		SP:Iteration 17Q (2050.540000 sec): 3 clusters
  Score: Raw -21089514.171346 + Penalty 5895.564405 = -21083618.606941
  nChanged 103
		SP:Iteration 18Q (2050.950000 sec): 3 clusters
  Score: Raw -21089580.655166 + Penalty 5895.564405 = -21083685.090761
  nChanged 79
		SP:Iteration 19Q (2051.360000 sec): 3 clusters
  Score: Raw -21089625.507836 + Penalty 5895.564405 = -21083729.943431
  nChanged 60
		SP:Iteration 20F (2051.920000 sec): 3 clusters
  Score: Raw -21089656.875751 + Penalty 5895.564405 = -21083761.311346
  nChanged 39
		SP:Iteration 21Q (2052.330000 sec): 3 clusters
  Score: Raw -21089678.745786 + Penalty 5895.564405 = -21083783.181381
  nChanged 29
		SP:Iteration 22Q (2052.730000 sec): 3 clusters
  Score: Raw -21089693.563727 + Penalty 5895.564405 = -21083797.999322
  nChanged 19
		SP:Iteration 23Q (2053.140000 sec): 3 clusters
  Score: Raw -21089701.930166 + Penalty 5895.564405 = -21083806.365761
  nChanged 20
		SP:Iteration 24Q (2053.550000 sec): 3 clusters
  Score: Raw -21089709.617958 + Penalty 5895.564405 = -21083814.053552
  nChanged 10
		SP:Iteration 25Q (2053.950000 sec): 3 clusters
  Score: Raw -21089714.690527 + Penalty 5895.564405 = -21083819.126122
  nChanged 11
		SP:Iteration 26Q (2054.350000 sec): 3 clusters
  Score: Raw -21089721.119067 + Penalty 5895.564405 = -21083825.554661
  nChanged 9
		SP:Iteration 27Q (2054.750000 sec): 3 clusters
  Score: Raw -21089724.949111 + Penalty 5895.564405 = -21083829.384705
  nChanged 3
		SP:Iteration 28Q (2055.150000 sec): 3 clusters
  Score: Raw -21089726.896484 + Penalty 5895.564405 = -21083831.332078
  nChanged 4
		SP:Iteration 29Q (2055.550000 sec): 3 clusters
  Score: Raw -21089728.288297 + Penalty 5895.564405 = -21083832.723891
  nChanged 2
		SP:Iteration 30Q (2055.960000 sec): 3 clusters
  Score: Raw -21089728.814624 + Penalty 5895.564405 = -21083833.250219
  nChanged 2
		SP:Iteration 31Q (2056.390000 sec): 3 clusters
  Score: Raw -21089729.624540 + Penalty 5895.564405 = -21083834.060134
  nChanged 1
		SP:Iteration 32Q (2056.790000 sec): 3 clusters
  Score: Raw -21089730.049322 + Penalty 5895.564405 = -21083834.484916
  nChanged 0
		SP:Iteration 33F (2057.350000 sec): 3 clusters
  Score: Raw -21089730.049322 + Penalty 5895.564405 = -21083834.484916
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2057.410000 sec): 2 clusters
  Score: Raw -19667.259116 + Penalty 1308.972435 = -18358.286681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2057.410000 sec): 3 clusters
  Score: Raw -20032.826422 + Penalty 2617.944871 = -17414.881551
  nChanged 21
		SP:Iteration 1F (2057.410000 sec): 3 clusters
  Score: Raw -20201.073592 + Penalty 2617.944871 = -17583.128721
  nChanged 8
		SP:Iteration 2Q (2057.410000 sec): 3 clusters
  Score: Raw -20261.057999 + Penalty 2617.944871 = -17643.113128
  nChanged 3
		SP:Iteration 3Q (2057.410000 sec): 3 clusters
  Score: Raw -20281.734037 + Penalty 2617.944871 = -17663.789166
  nChanged 0
		SP:Iteration 4F (2057.410000 sec): 3 clusters
  Score: Raw -20281.734037 + Penalty 2617.944871 = -17663.789166
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 29 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2057.420000 sec): 2 clusters
  Score: Raw -74196.170923 + Penalty 1539.730326 = -72656.440597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2057.420000 sec): 3 clusters
  Score: Raw -74223.457997 + Penalty 3079.460653 = -71143.997344
  nChanged 94
		SP:Iteration 1F (2057.420000 sec): 3 clusters
  Score: Raw -74409.169764 + Penalty 3079.460653 = -71329.709111
  nChanged 20
		SP:Iteration 2Q (2057.430000 sec): 3 clusters
  Score: Raw -74445.124384 + Penalty 3079.460653 = -71365.663731
  nChanged 4
		SP:Iteration 3Q (2057.430000 sec): 3 clusters
  Score: Raw -74451.847323 + Penalty 3079.460653 = -71372.386671
  nChanged 1
		SP:Iteration 4Q (2057.430000 sec): 3 clusters
  Score: Raw -74452.734715 + Penalty 3079.460653 = -71373.274062
  nChanged 1
		SP:Iteration 5Q (2057.430000 sec): 3 clusters
  Score: Raw -74454.649929 + Penalty 3079.460653 = -71375.189276
  nChanged 0
		SP:Iteration 6F (2057.430000 sec): 3 clusters
  Score: Raw -74454.649929 + Penalty 3079.460653 = -71375.189276
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 30 (31251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2057.550000 sec): 2 clusters
  Score: Raw -4782408.263394 + Penalty 2566.752050 = -4779841.511344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2057.680000 sec): 3 clusters
  Score: Raw -4763651.363170 + Penalty 5133.504101 = -4758517.859069
  nChanged 14037
		SP:Iteration 1F (2057.810000 sec): 3 clusters
  Score: Raw -4771183.552863 + Penalty 5133.504101 = -4766050.048762
  nChanged 1335
		SP:Iteration 2Q (2057.940000 sec): 3 clusters
  Score: Raw -4771553.841974 + Penalty 5133.504101 = -4766420.337874
  nChanged 1126
		SP:Iteration 3Q (2058.070000 sec): 3 clusters
  Score: Raw -4771852.252841 + Penalty 5133.504101 = -4766718.748741
  nChanged 1000
		SP:Iteration 4Q (2058.190000 sec): 3 clusters
  Score: Raw -4772091.912159 + Penalty 5133.504101 = -4766958.408058
  nChanged 869
		SP:Iteration 5Q (2058.320000 sec): 3 clusters
  Score: Raw -4772277.471387 + Penalty 5133.504101 = -4767143.967286
  nChanged 783
		SP:Iteration 6Q (2058.450000 sec): 3 clusters
  Score: Raw -4772450.917086 + Penalty 5133.504101 = -4767317.412985
  nChanged 714
		SP:Iteration 7Q (2058.580000 sec): 3 clusters
  Score: Raw -4772604.445686 + Penalty 5133.504101 = -4767470.941585
  nChanged 689
		SP:Iteration 8Q (2058.710000 sec): 3 clusters
  Score: Raw -4772756.127414 + Penalty 5133.504101 = -4767622.623313
  nChanged 714
		SP:Iteration 9Q (2058.830000 sec): 3 clusters
  Score: Raw -4772923.748017 + Penalty 5133.504101 = -4767790.243916
  nChanged 724
		SP:Iteration 10Q (2058.970000 sec): 3 clusters
  Score: Raw -4773098.567403 + Penalty 5133.504101 = -4767965.063303
  nChanged 787
		SP:Iteration 11Q (2059.100000 sec): 3 clusters
  Score: Raw -4773312.417774 + Penalty 5133.504101 = -4768178.913674
  nChanged 882
		SP:Iteration 12Q (2059.230000 sec): 3 clusters
  Score: Raw -4773592.762595 + Penalty 5133.504101 = -4768459.258494
  nChanged 1057
		SP:Iteration 13Q (2059.360000 sec): 3 clusters
  Score: Raw -4773996.773498 + Penalty 5133.504101 = -4768863.269398
  nChanged 1285
		SP:Iteration 14Q (2059.480000 sec): 3 clusters
  Score: Raw -4774616.283821 + Penalty 5133.504101 = -4769482.779721
  nChanged 1561
		SP:Iteration 15Q (2059.610000 sec): 3 clusters
  Score: Raw -4775529.082677 + Penalty 5133.504101 = -4770395.578576
  nChanged 1764
		SP:Iteration 16F (2059.740000 sec): 3 clusters
  Score: Raw -4776732.332645 + Penalty 5133.504101 = -4771598.828544
  nChanged 1786
		SP:Iteration 17F (2059.860000 sec): 3 clusters
  Score: Raw -4778206.382600 + Penalty 5133.504101 = -4773072.878499
  nChanged 1688
		SP:Iteration 18F (2059.980000 sec): 3 clusters
  Score: Raw -4779713.698110 + Penalty 5133.504101 = -4774580.194009
  nChanged 1205
		SP:Iteration 19Q (2060.100000 sec): 3 clusters
  Score: Raw -4780818.757986 + Penalty 5133.504101 = -4775685.253886
  nChanged 790
		SP:Iteration 20F (2060.230000 sec): 3 clusters
  Score: Raw -4781516.686499 + Penalty 5133.504101 = -4776383.182398
  nChanged 499
		SP:Iteration 21Q (2060.330000 sec): 3 clusters
  Score: Raw -4781916.233018 + Penalty 5133.504101 = -4776782.728918
  nChanged 340
		SP:Iteration 22Q (2060.430000 sec): 3 clusters
  Score: Raw -4782186.248232 + Penalty 5133.504101 = -4777052.744131
  nChanged 242
		SP:Iteration 23Q (2060.530000 sec): 3 clusters
  Score: Raw -4782345.347704 + Penalty 5133.504101 = -4777211.843603
  nChanged 154
		SP:Iteration 24Q (2060.620000 sec): 3 clusters
  Score: Raw -4782440.352943 + Penalty 5133.504101 = -4777306.848842
  nChanged 97
		SP:Iteration 25Q (2060.720000 sec): 3 clusters
  Score: Raw -4782491.596030 + Penalty 5133.504101 = -4777358.091929
  nChanged 65
		SP:Iteration 26Q (2060.810000 sec): 3 clusters
  Score: Raw -4782528.885566 + Penalty 5133.504101 = -4777395.381465
  nChanged 52
		SP:Iteration 27Q (2060.900000 sec): 3 clusters
  Score: Raw -4782558.318330 + Penalty 5133.504101 = -4777424.814230
  nChanged 37
		SP:Iteration 28Q (2060.990000 sec): 3 clusters
  Score: Raw -4782579.579467 + Penalty 5133.504101 = -4777446.075366
  nChanged 28
		SP:Iteration 29Q (2061.080000 sec): 3 clusters
  Score: Raw -4782594.909021 + Penalty 5133.504101 = -4777461.404920
  nChanged 26
		SP:Iteration 30Q (2061.180000 sec): 3 clusters
  Score: Raw -4782608.634183 + Penalty 5133.504101 = -4777475.130082
  nChanged 29
		SP:Iteration 31Q (2061.270000 sec): 3 clusters
  Score: Raw -4782623.707912 + Penalty 5133.504101 = -4777490.203812
  nChanged 22
		SP:Iteration 32Q (2061.360000 sec): 3 clusters
  Score: Raw -4782635.296128 + Penalty 5133.504101 = -4777501.792027
  nChanged 17
		SP:Iteration 33Q (2061.450000 sec): 3 clusters
  Score: Raw -4782644.057760 + Penalty 5133.504101 = -4777510.553659
  nChanged 12
		SP:Iteration 34Q (2061.540000 sec): 3 clusters
  Score: Raw -4782651.065470 + Penalty 5133.504101 = -4777517.561369
  nChanged 12
		SP:Iteration 35Q (2061.640000 sec): 3 clusters
  Score: Raw -4782658.781177 + Penalty 5133.504101 = -4777525.277076
  nChanged 13
		SP:Iteration 36Q (2061.730000 sec): 3 clusters
  Score: Raw -4782666.546616 + Penalty 5133.504101 = -4777533.042515
  nChanged 16
		SP:Iteration 37Q (2061.830000 sec): 3 clusters
  Score: Raw -4782674.515943 + Penalty 5133.504101 = -4777541.011842
  nChanged 15
		SP:Iteration 38Q (2061.920000 sec): 3 clusters
  Score: Raw -4782681.578118 + Penalty 5133.504101 = -4777548.074017
  nChanged 11
		SP:Iteration 39Q (2062.020000 sec): 3 clusters
  Score: Raw -4782688.808729 + Penalty 5133.504101 = -4777555.304628
  nChanged 8
		SP:Iteration 40F (2062.140000 sec): 3 clusters
  Score: Raw -4782693.547677 + Penalty 5133.504101 = -4777560.043576
  nChanged 2
		SP:Iteration 41Q (2062.240000 sec): 3 clusters
  Score: Raw -4782695.792936 + Penalty 5133.504101 = -4777562.288835
  nChanged 1
		SP:Iteration 42Q (2062.330000 sec): 3 clusters
  Score: Raw -4782696.303956 + Penalty 5133.504101 = -4777562.799855
  nChanged 2
		SP:Iteration 43Q (2062.420000 sec): 3 clusters
  Score: Raw -4782697.887385 + Penalty 5133.504101 = -4777564.383284
  nChanged 5
		SP:Iteration 44Q (2062.510000 sec): 3 clusters
  Score: Raw -4782699.686171 + Penalty 5133.504101 = -4777566.182071
  nChanged 2
		SP:Iteration 45Q (2062.600000 sec): 3 clusters
  Score: Raw -4782700.491093 + Penalty 5133.504101 = -4777566.986992
  nChanged 2
		SP:Iteration 46Q (2062.700000 sec): 3 clusters
  Score: Raw -4782701.501285 + Penalty 5133.504101 = -4777567.997185
  nChanged 3
		SP:Iteration 47Q (2062.780000 sec): 3 clusters
  Score: Raw -4782703.635379 + Penalty 5133.504101 = -4777570.131279
  nChanged 4
		SP:Iteration 48Q (2062.880000 sec): 3 clusters
  Score: Raw -4782708.217949 + Penalty 5133.504101 = -4777574.713848
  nChanged 4
		SP:Iteration 49Q (2062.970000 sec): 3 clusters
  Score: Raw -4782711.059064 + Penalty 5133.504101 = -4777577.554963
  nChanged 3
		SP:Iteration 50Q (2063.060000 sec): 3 clusters
  Score: Raw -4782712.548670 + Penalty 5133.504101 = -4777579.044569
  nChanged 1
		SP:Iteration 51Q (2063.150000 sec): 3 clusters
  Score: Raw -4782713.116584 + Penalty 5133.504101 = -4777579.612483
  nChanged 3
		SP:Iteration 52Q (2063.240000 sec): 3 clusters
  Score: Raw -4782715.205329 + Penalty 5133.504101 = -4777581.701229
  nChanged 4
		SP:Iteration 53Q (2063.330000 sec): 3 clusters
  Score: Raw -4782717.776108 + Penalty 5133.504101 = -4777584.272008
  nChanged 5
		SP:Iteration 54Q (2063.420000 sec): 3 clusters
  Score: Raw -4782720.447723 + Penalty 5133.504101 = -4777586.943622
  nChanged 5
		SP:Iteration 55Q (2063.510000 sec): 3 clusters
  Score: Raw -4782724.927074 + Penalty 5133.504101 = -4777591.422974
  nChanged 7
		SP:Iteration 56Q (2063.600000 sec): 3 clusters
  Score: Raw -4782729.216192 + Penalty 5133.504101 = -4777595.712091
  nChanged 8
		SP:Iteration 57Q (2063.690000 sec): 3 clusters
  Score: Raw -4782733.367785 + Penalty 5133.504101 = -4777599.863684
  nChanged 6
		SP:Iteration 58Q (2063.780000 sec): 3 clusters
  Score: Raw -4782737.164249 + Penalty 5133.504101 = -4777603.660148
  nChanged 5
		SP:Iteration 59Q (2063.870000 sec): 3 clusters
  Score: Raw -4782740.339382 + Penalty 5133.504101 = -4777606.835281
  nChanged 6
		SP:Iteration 60F (2064.000000 sec): 3 clusters
  Score: Raw -4782744.022793 + Penalty 5133.504101 = -4777610.518692
  nChanged 5
		SP:Iteration 61Q (2064.090000 sec): 3 clusters
  Score: Raw -4782746.666823 + Penalty 5133.504101 = -4777613.162723
  nChanged 4
		SP:Iteration 62Q (2064.180000 sec): 3 clusters
  Score: Raw -4782748.877282 + Penalty 5133.504101 = -4777615.373181
  nChanged 5
		SP:Iteration 63Q (2064.270000 sec): 3 clusters
  Score: Raw -4782750.953926 + Penalty 5133.504101 = -4777617.449825
  nChanged 0
		SP:Iteration 64F (2064.390000 sec): 3 clusters
  Score: Raw -4782750.953926 + Penalty 5133.504101 = -4777617.449825
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 31 (192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2064.410000 sec): 2 clusters
  Score: Raw -20677.031799 + Penalty 1303.858852 = -19373.172947
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2064.410000 sec): 3 clusters
  Score: Raw -20975.728340 + Penalty 2607.717705 = -18368.010636
  nChanged 18
		SP:Iteration 1F (2064.410000 sec): 3 clusters
  Score: Raw -21071.366244 + Penalty 2607.717705 = -18463.648540
  nChanged 2
		SP:Iteration 2Q (2064.410000 sec): 3 clusters
  Score: Raw -21078.768329 + Penalty 2607.717705 = -18471.050624
  nChanged 0
		SP:Iteration 3F (2064.410000 sec): 3 clusters
  Score: Raw -21078.768329 + Penalty 2607.717705 = -18471.050624
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 32 (720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2064.420000 sec): 2 clusters
  Score: Raw -92255.349171 + Penalty 1631.654301 = -90623.694871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2064.420000 sec): 3 clusters
  Score: Raw -92221.803109 + Penalty 3263.308601 = -88958.494508
  nChanged 166
		SP:Iteration 1F (2064.420000 sec): 3 clusters
  Score: Raw -92550.537931 + Penalty 3263.308601 = -89287.229330
  nChanged 62
		SP:Iteration 2F (2064.420000 sec): 3 clusters
  Score: Raw -92769.144597 + Penalty 3263.308601 = -89505.835995
  nChanged 47
		SP:Iteration 3F (2064.430000 sec): 3 clusters
  Score: Raw -92894.006390 + Penalty 3263.308601 = -89630.697789
  nChanged 33
		SP:Iteration 4Q (2064.430000 sec): 3 clusters
  Score: Raw -92987.578238 + Penalty 3263.308601 = -89724.269637
  nChanged 27
		SP:Iteration 5Q (2064.430000 sec): 3 clusters
  Score: Raw -93063.699347 + Penalty 3263.308601 = -89800.390746
  nChanged 21
		SP:Iteration 6Q (2064.430000 sec): 3 clusters
  Score: Raw -93119.173562 + Penalty 3263.308601 = -89855.864961
  nChanged 15
		SP:Iteration 7Q (2064.440000 sec): 3 clusters
  Score: Raw -93160.541767 + Penalty 3263.308601 = -89897.233166
  nChanged 7
		SP:Iteration 8Q (2064.440000 sec): 3 clusters
  Score: Raw -93172.996206 + Penalty 3263.308601 = -89909.687604
  nChanged 5
		SP:Iteration 9Q (2064.440000 sec): 3 clusters
  Score: Raw -93187.446194 + Penalty 3263.308601 = -89924.137593
  nChanged 5
		SP:Iteration 10Q (2064.440000 sec): 3 clusters
  Score: Raw -93197.765089 + Penalty 3263.308601 = -89934.456488
  nChanged 2
		SP:Iteration 11Q (2064.440000 sec): 3 clusters
  Score: Raw -93200.882835 + Penalty 3263.308601 = -89937.574234
  nChanged 2
		SP:Iteration 12Q (2064.450000 sec): 3 clusters
  Score: Raw -93202.483516 + Penalty 3263.308601 = -89939.174914
  nChanged 1
		SP:Iteration 13Q (2064.450000 sec): 3 clusters
  Score: Raw -93204.129983 + Penalty 3263.308601 = -89940.821382
  nChanged 1
		SP:Iteration 14Q (2064.450000 sec): 3 clusters
  Score: Raw -93205.834637 + Penalty 3263.308601 = -89942.526036
  nChanged 0
		SP:Iteration 15F (2064.460000 sec): 3 clusters
  Score: Raw -93205.834637 + Penalty 3263.308601 = -89942.526036
  nChanged 0
Deleting Class 9 (83 points): Lose 1816.823748 but Gain 3374.686117
Iteration 139Q (2073.160000 sec): 34 clusters
  Score: Raw -117611060.607727 + Penalty 111364.641871 = -117499695.965856
  nChanged 619
Deleting Class 23 (93 points): Lose 2756.441977 but Gain 3374.686117
Iteration 140F (2109.010000 sec): 33 clusters
  Score: Raw -117609024.063541 + Penalty 107989.955754 = -117501034.107788
  nChanged 793
Iteration 141Q (2116.990000 sec): 33 clusters
  Score: Raw -117611025.297457 + Penalty 107989.955754 = -117503035.341704
  nChanged 678
Iteration 142Q (2124.980000 sec): 33 clusters
  Score: Raw -117611292.514647 + Penalty 107989.955754 = -117503302.558893
  nChanged 610
Iteration 143Q (2132.960000 sec): 33 clusters
  Score: Raw -117611355.178519 + Penalty 107989.955754 = -117503365.222766
  nChanged 566
Iteration 144Q (2140.940000 sec): 33 clusters
  Score: Raw -117611403.585513 + Penalty 107989.955754 = -117503413.629760
  nChanged 546
Iteration 145Q (2148.900000 sec): 33 clusters
  Score: Raw -117611444.446792 + Penalty 107989.955754 = -117503454.491039
  nChanged 522
Iteration 146Q (2156.900000 sec): 33 clusters
  Score: Raw -117611472.440911 + Penalty 107989.955754 = -117503482.485157
  nChanged 513
Iteration 147Q (2164.890000 sec): 33 clusters
  Score: Raw -117611498.146314 + Penalty 107989.955754 = -117503508.190561
  nChanged 459
Iteration 148Q (2172.810000 sec): 33 clusters
  Score: Raw -117611521.491894 + Penalty 107989.955754 = -117503531.536141
  nChanged 437
Iteration 149Q (2180.770000 sec): 33 clusters
  Score: Raw -117611540.370120 + Penalty 107989.955754 = -117503550.414367
  nChanged 378
Iteration 150Q (2188.780000 sec): 33 clusters
  Score: Raw -117611557.770028 + Penalty 107989.955754 = -117503567.814275
  nChanged 391
Iteration 151Q (2196.720000 sec): 33 clusters
  Score: Raw -117611576.798941 + Penalty 107989.955754 = -117503586.843187
  nChanged 366
Iteration 152Q (2204.670000 sec): 33 clusters
  Score: Raw -117611592.555307 + Penalty 107989.955754 = -117503602.599553
  nChanged 328
Iteration 153Q (2212.670000 sec): 33 clusters
  Score: Raw -117611605.090716 + Penalty 107989.955754 = -117503615.134963
  nChanged 306
Iteration 154Q (2220.650000 sec): 33 clusters
  Score: Raw -117611617.236638 + Penalty 107989.955754 = -117503627.280884
  nChanged 299
Iteration 155Q (2228.640000 sec): 33 clusters
  Score: Raw -117611627.674975 + Penalty 107989.955754 = -117503637.719222
  nChanged 250
Iteration 156Q (2236.630000 sec): 33 clusters
  Score: Raw -117611638.622642 + Penalty 107989.955754 = -117503648.666889
  nChanged 249
Iteration 157Q (2244.620000 sec): 33 clusters
  Score: Raw -117611649.309927 + Penalty 107989.955754 = -117503659.354174
  nChanged 220
Iteration 158Q (2252.570000 sec): 33 clusters
  Score: Raw -117611659.865250 + Penalty 107989.955754 = -117503669.909497
  nChanged 209
Iteration 159Q (2260.500000 sec): 33 clusters
  Score: Raw -117611667.910502 + Penalty 107989.955754 = -117503677.954749
  nChanged 171
Iteration 160F (2294.580000 sec): 33 clusters
  Score: Raw -117611681.219438 + Penalty 107989.955754 = -117503691.263685
  nChanged 159
Iteration 161Q (2302.570000 sec): 33 clusters
  Score: Raw -117611719.892122 + Penalty 107989.955754 = -117503729.936368
  nChanged 168
Iteration 162Q (2310.550000 sec): 33 clusters
  Score: Raw -117611724.486598 + Penalty 107989.955754 = -117503734.530845
  nChanged 148
Iteration 163Q (2318.510000 sec): 33 clusters
  Score: Raw -117611729.157745 + Penalty 107989.955754 = -117503739.201992
  nChanged 132
Iteration 164Q (2326.550000 sec): 33 clusters
  Score: Raw -117611733.148508 + Penalty 107989.955754 = -117503743.192755
  nChanged 121
Iteration 165Q (2334.590000 sec): 33 clusters
  Score: Raw -117611737.352858 + Penalty 107989.955754 = -117503747.397105
  nChanged 102
Iteration 166Q (2342.620000 sec): 33 clusters
  Score: Raw -117611741.731981 + Penalty 107989.955754 = -117503751.776227
  nChanged 92
Iteration 167Q (2350.950000 sec): 33 clusters
  Score: Raw -117611745.431811 + Penalty 107989.955754 = -117503755.476057
  nChanged 96
Iteration 168Q (2361.140000 sec): 33 clusters
  Score: Raw -117611749.691875 + Penalty 107989.955754 = -117503759.736122
  nChanged 104
Iteration 169Q (2371.220000 sec): 33 clusters
  Score: Raw -117611753.757183 + Penalty 107989.955754 = -117503763.801430
  nChanged 111
Iteration 170Q (2381.280000 sec): 33 clusters
  Score: Raw -117611759.713895 + Penalty 107989.955754 = -117503769.758142
  nChanged 133
Iteration 171Q (2391.220000 sec): 33 clusters
  Score: Raw -117611767.909132 + Penalty 107989.955754 = -117503777.953378
  nChanged 150
Iteration 172Q (2401.220000 sec): 33 clusters
  Score: Raw -117611778.172613 + Penalty 107989.955754 = -117503788.216860
  nChanged 186
Iteration 173Q (2411.280000 sec): 33 clusters
  Score: Raw -117611792.325389 + Penalty 107989.955754 = -117503802.369636
  nChanged 162
Iteration 174Q (2421.490000 sec): 33 clusters
  Score: Raw -117611808.154810 + Penalty 107989.955754 = -117503818.199057
  nChanged 188
Iteration 175Q (2431.430000 sec): 33 clusters
  Score: Raw -117611828.226851 + Penalty 107989.955754 = -117503838.271098
  nChanged 196
Iteration 176Q (2441.090000 sec): 33 clusters
  Score: Raw -117611845.260921 + Penalty 107989.955754 = -117503855.305168
  nChanged 215
Iteration 177Q (2450.550000 sec): 33 clusters
  Score: Raw -117611864.179846 + Penalty 107989.955754 = -117503874.224092
  nChanged 224
Iteration 178Q (2459.980000 sec): 33 clusters
  Score: Raw -117611884.924980 + Penalty 107989.955754 = -117503894.969227
  nChanged 234
Writing temp clu file 
Because OldScore, -117503874.224092, is greater than current (better) Score,-117503894.969227 
 Compute initial score before splitting:   Score: Raw -117611884.924980 + Penalty 107989.955754 = -117503894.969227
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.130000 sec): 2 clusters
  Score: Raw -122761.033076 + Penalty 1666.315262 = -121094.717813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.140000 sec): 3 clusters
  Score: Raw -122604.486162 + Penalty 3332.630525 = -119271.855637
  nChanged 203
		SP:Iteration 1F (2460.140000 sec): 3 clusters
  Score: Raw -122837.112451 + Penalty 3332.630525 = -119504.481927
  nChanged 46
		SP:Iteration 2F (2460.140000 sec): 3 clusters
  Score: Raw -122907.386232 + Penalty 3332.630525 = -119574.755707
  nChanged 25
		SP:Iteration 3Q (2460.140000 sec): 3 clusters
  Score: Raw -122943.130750 + Penalty 3332.630525 = -119610.500225
  nChanged 13
		SP:Iteration 4Q (2460.150000 sec): 3 clusters
  Score: Raw -122958.133763 + Penalty 3332.630525 = -119625.503239
  nChanged 4
		SP:Iteration 5Q (2460.150000 sec): 3 clusters
  Score: Raw -122964.054220 + Penalty 3332.630525 = -119631.423696
  nChanged 4
		SP:Iteration 6Q (2460.150000 sec): 3 clusters
  Score: Raw -122972.465980 + Penalty 3332.630525 = -119639.835456
  nChanged 3
		SP:Iteration 7Q (2460.160000 sec): 3 clusters
  Score: Raw -122976.172829 + Penalty 3332.630525 = -119643.542304
  nChanged 2
		SP:Iteration 8Q (2460.160000 sec): 3 clusters
  Score: Raw -122979.370161 + Penalty 3332.630525 = -119646.739636
  nChanged 2
		SP:Iteration 9Q (2460.160000 sec): 3 clusters
  Score: Raw -122981.373338 + Penalty 3332.630525 = -119648.742814
  nChanged 2
		SP:Iteration 10Q (2460.170000 sec): 3 clusters
  Score: Raw -122985.085806 + Penalty 3332.630525 = -119652.455282
  nChanged 2
		SP:Iteration 11Q (2460.170000 sec): 3 clusters
  Score: Raw -122987.108039 + Penalty 3332.630525 = -119654.477514
  nChanged 2
		SP:Iteration 12Q (2460.170000 sec): 3 clusters
  Score: Raw -122989.552882 + Penalty 3332.630525 = -119656.922358
  nChanged 0
		SP:Iteration 13F (2460.180000 sec): 3 clusters
  Score: Raw -122989.552882 + Penalty 3332.630525 = -119656.922358
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.180000 sec): 2 clusters
  Score: Raw -179904.369306 + Penalty 1762.234960 = -178142.134345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.190000 sec): 3 clusters
  Score: Raw -179594.187608 + Penalty 3524.469920 = -176069.717688
  nChanged 335
		SP:Iteration 1F (2460.190000 sec): 3 clusters
  Score: Raw -179977.976105 + Penalty 3524.469920 = -176453.506185
  nChanged 93
		SP:Iteration 2F (2460.200000 sec): 3 clusters
  Score: Raw -180141.008259 + Penalty 3524.469920 = -176616.538339
  nChanged 42
		SP:Iteration 3Q (2460.200000 sec): 3 clusters
  Score: Raw -180196.355434 + Penalty 3524.469920 = -176671.885514
  nChanged 30
		SP:Iteration 4Q (2460.210000 sec): 3 clusters
  Score: Raw -180232.687030 + Penalty 3524.469920 = -176708.217110
  nChanged 12
		SP:Iteration 5Q (2460.210000 sec): 3 clusters
  Score: Raw -180247.087137 + Penalty 3524.469920 = -176722.617217
  nChanged 18
		SP:Iteration 6Q (2460.220000 sec): 3 clusters
  Score: Raw -180270.720057 + Penalty 3524.469920 = -176746.250137
  nChanged 12
		SP:Iteration 7Q (2460.220000 sec): 3 clusters
  Score: Raw -180285.989446 + Penalty 3524.469920 = -176761.519526
  nChanged 8
		SP:Iteration 8Q (2460.220000 sec): 3 clusters
  Score: Raw -180293.744744 + Penalty 3524.469920 = -176769.274824
  nChanged 5
		SP:Iteration 9Q (2460.230000 sec): 3 clusters
  Score: Raw -180297.290647 + Penalty 3524.469920 = -176772.820727
  nChanged 2
		SP:Iteration 10Q (2460.230000 sec): 3 clusters
  Score: Raw -180299.926895 + Penalty 3524.469920 = -176775.456975
  nChanged 2
		SP:Iteration 11Q (2460.240000 sec): 3 clusters
  Score: Raw -180303.154465 + Penalty 3524.469920 = -176778.684545
  nChanged 0
		SP:Iteration 12F (2460.240000 sec): 3 clusters
  Score: Raw -180303.154465 + Penalty 3524.469920 = -176778.684545
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.250000 sec): 2 clusters
  Score: Raw -22282.278239 + Penalty 1294.648245 = -20987.629995
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.250000 sec): 3 clusters
  Score: Raw -22605.113678 + Penalty 2589.296489 = -20015.817189
  nChanged 24
		SP:Iteration 1F (2460.250000 sec): 3 clusters
  Score: Raw -22711.338339 + Penalty 2589.296489 = -20122.041849
  nChanged 1
		SP:Iteration 2Q (2460.250000 sec): 3 clusters
  Score: Raw -22718.652269 + Penalty 2589.296489 = -20129.355780
  nChanged 1
		SP:Iteration 3Q (2460.250000 sec): 3 clusters
  Score: Raw -22725.181316 + Penalty 2589.296489 = -20135.884827
  nChanged 3
		SP:Iteration 4Q (2460.250000 sec): 3 clusters
  Score: Raw -22742.668963 + Penalty 2589.296489 = -20153.372474
  nChanged 2
		SP:Iteration 5Q (2460.250000 sec): 3 clusters
  Score: Raw -22749.823885 + Penalty 2589.296489 = -20160.527396
  nChanged 0
		SP:Iteration 6F (2460.250000 sec): 3 clusters
  Score: Raw -22749.823885 + Penalty 2589.296489 = -20160.527396
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (2355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.260000 sec): 2 clusters
  Score: Raw -345170.436905 + Penalty 1925.545410 = -343244.891496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.270000 sec): 3 clusters
  Score: Raw -344272.370654 + Penalty 3851.090819 = -340421.279835
  nChanged 765
		SP:Iteration 1F (2460.280000 sec): 3 clusters
  Score: Raw -344792.588436 + Penalty 3851.090819 = -340941.497617
  nChanged 192
		SP:Iteration 2F (2460.290000 sec): 3 clusters
  Score: Raw -344957.097504 + Penalty 3851.090819 = -341106.006685
  nChanged 115
		SP:Iteration 3Q (2460.300000 sec): 3 clusters
  Score: Raw -345052.651885 + Penalty 3851.090819 = -341201.561066
  nChanged 85
		SP:Iteration 4Q (2460.310000 sec): 3 clusters
  Score: Raw -345113.599546 + Penalty 3851.090819 = -341262.508727
  nChanged 70
		SP:Iteration 5Q (2460.320000 sec): 3 clusters
  Score: Raw -345161.545767 + Penalty 3851.090819 = -341310.454947
  nChanged 49
		SP:Iteration 6Q (2460.330000 sec): 3 clusters
  Score: Raw -345199.524459 + Penalty 3851.090819 = -341348.433640
  nChanged 35
		SP:Iteration 7Q (2460.340000 sec): 3 clusters
  Score: Raw -345221.638757 + Penalty 3851.090819 = -341370.547937
  nChanged 28
		SP:Iteration 8Q (2460.350000 sec): 3 clusters
  Score: Raw -345241.188187 + Penalty 3851.090819 = -341390.097368
  nChanged 34
		SP:Iteration 9Q (2460.360000 sec): 3 clusters
  Score: Raw -345265.009037 + Penalty 3851.090819 = -341413.918217
  nChanged 33
		SP:Iteration 10Q (2460.360000 sec): 3 clusters
  Score: Raw -345293.201676 + Penalty 3851.090819 = -341442.110857
  nChanged 35
		SP:Iteration 11Q (2460.380000 sec): 3 clusters
  Score: Raw -345321.617041 + Penalty 3851.090819 = -341470.526222
  nChanged 36
		SP:Iteration 12Q (2460.380000 sec): 3 clusters
  Score: Raw -345347.245224 + Penalty 3851.090819 = -341496.154405
  nChanged 26
		SP:Iteration 13Q (2460.390000 sec): 3 clusters
  Score: Raw -345365.934449 + Penalty 3851.090819 = -341514.843630
  nChanged 26
		SP:Iteration 14Q (2460.400000 sec): 3 clusters
  Score: Raw -345391.324336 + Penalty 3851.090819 = -341540.233516
  nChanged 32
		SP:Iteration 15Q (2460.410000 sec): 3 clusters
  Score: Raw -345416.960715 + Penalty 3851.090819 = -341565.869896
  nChanged 36
		SP:Iteration 16Q (2460.420000 sec): 3 clusters
  Score: Raw -345450.792094 + Penalty 3851.090819 = -341599.701275
  nChanged 33
		SP:Iteration 17Q (2460.430000 sec): 3 clusters
  Score: Raw -345480.792008 + Penalty 3851.090819 = -341629.701188
  nChanged 35
		SP:Iteration 18Q (2460.440000 sec): 3 clusters
  Score: Raw -345515.955141 + Penalty 3851.090819 = -341664.864322
  nChanged 46
		SP:Iteration 19Q (2460.450000 sec): 3 clusters
  Score: Raw -345550.508882 + Penalty 3851.090819 = -341699.418063
  nChanged 33
		SP:Iteration 20F (2460.460000 sec): 3 clusters
  Score: Raw -345575.229250 + Penalty 3851.090819 = -341724.138431
  nChanged 31
		SP:Iteration 21Q (2460.470000 sec): 3 clusters
  Score: Raw -345601.792079 + Penalty 3851.090819 = -341750.701260
  nChanged 32
		SP:Iteration 22Q (2460.480000 sec): 3 clusters
  Score: Raw -345635.564884 + Penalty 3851.090819 = -341784.474065
  nChanged 41
		SP:Iteration 23Q (2460.480000 sec): 3 clusters
  Score: Raw -345680.426816 + Penalty 3851.090819 = -341829.335996
  nChanged 37
		SP:Iteration 24Q (2460.490000 sec): 3 clusters
  Score: Raw -345722.385852 + Penalty 3851.090819 = -341871.295033
  nChanged 38
		SP:Iteration 25Q (2460.500000 sec): 3 clusters
  Score: Raw -345762.908657 + Penalty 3851.090819 = -341911.817837
  nChanged 30
		SP:Iteration 26Q (2460.510000 sec): 3 clusters
  Score: Raw -345795.520419 + Penalty 3851.090819 = -341944.429600
  nChanged 32
		SP:Iteration 27Q (2460.520000 sec): 3 clusters
  Score: Raw -345822.502841 + Penalty 3851.090819 = -341971.412021
  nChanged 21
		SP:Iteration 28Q (2460.530000 sec): 3 clusters
  Score: Raw -345835.993581 + Penalty 3851.090819 = -341984.902761
  nChanged 17
		SP:Iteration 29Q (2460.540000 sec): 3 clusters
  Score: Raw -345845.778215 + Penalty 3851.090819 = -341994.687395
  nChanged 18
		SP:Iteration 30Q (2460.540000 sec): 3 clusters
  Score: Raw -345860.664185 + Penalty 3851.090819 = -342009.573365
  nChanged 12
		SP:Iteration 31Q (2460.550000 sec): 3 clusters
  Score: Raw -345868.284473 + Penalty 3851.090819 = -342017.193654
  nChanged 9
		SP:Iteration 32Q (2460.560000 sec): 3 clusters
  Score: Raw -345873.569146 + Penalty 3851.090819 = -342022.478326
  nChanged 7
		SP:Iteration 33Q (2460.570000 sec): 3 clusters
  Score: Raw -345876.012430 + Penalty 3851.090819 = -342024.921611
  nChanged 7
		SP:Iteration 34Q (2460.580000 sec): 3 clusters
  Score: Raw -345880.974197 + Penalty 3851.090819 = -342029.883378
  nChanged 7
		SP:Iteration 35Q (2460.590000 sec): 3 clusters
  Score: Raw -345883.556993 + Penalty 3851.090819 = -342032.466173
  nChanged 7
		SP:Iteration 36Q (2460.600000 sec): 3 clusters
  Score: Raw -345888.988780 + Penalty 3851.090819 = -342037.897961
  nChanged 2
		SP:Iteration 37Q (2460.600000 sec): 3 clusters
  Score: Raw -345889.532914 + Penalty 3851.090819 = -342038.442094
  nChanged 0
		SP:Iteration 38F (2460.610000 sec): 3 clusters
  Score: Raw -345889.532914 + Penalty 3851.090819 = -342038.442094
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.620000 sec): 2 clusters
  Score: Raw -77809.852459 + Penalty 1571.093454 = -76238.759005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.620000 sec): 3 clusters
  Score: Raw -77840.518511 + Penalty 3142.186909 = -74698.331602
  nChanged 122
		SP:Iteration 1F (2460.620000 sec): 3 clusters
  Score: Raw -78100.053646 + Penalty 3142.186909 = -74957.866737
  nChanged 23
		SP:Iteration 2Q (2460.620000 sec): 3 clusters
  Score: Raw -78198.640470 + Penalty 3142.186909 = -75056.453562
  nChanged 16
		SP:Iteration 3Q (2460.630000 sec): 3 clusters
  Score: Raw -78274.517664 + Penalty 3142.186909 = -75132.330755
  nChanged 20
		SP:Iteration 4Q (2460.630000 sec): 3 clusters
  Score: Raw -78364.955844 + Penalty 3142.186909 = -75222.768935
  nChanged 24
		SP:Iteration 5Q (2460.630000 sec): 3 clusters
  Score: Raw -78418.990008 + Penalty 3142.186909 = -75276.803099
  nChanged 13
		SP:Iteration 6Q (2460.630000 sec): 3 clusters
  Score: Raw -78451.594584 + Penalty 3142.186909 = -75309.407675
  nChanged 18
		SP:Iteration 7Q (2460.640000 sec): 3 clusters
  Score: Raw -78496.001003 + Penalty 3142.186909 = -75353.814094
  nChanged 22
		SP:Iteration 8Q (2460.640000 sec): 3 clusters
  Score: Raw -78545.478291 + Penalty 3142.186909 = -75403.291382
  nChanged 23
		SP:Iteration 9Q (2460.640000 sec): 3 clusters
  Score: Raw -78596.774121 + Penalty 3142.186909 = -75454.587212
  nChanged 19
		SP:Iteration 10Q (2460.640000 sec): 3 clusters
  Score: Raw -78655.893029 + Penalty 3142.186909 = -75513.706121
  nChanged 17
		SP:Iteration 11Q (2460.640000 sec): 3 clusters
  Score: Raw -78724.793165 + Penalty 3142.186909 = -75582.606257
  nChanged 11
		SP:Iteration 12Q (2460.640000 sec): 3 clusters
  Score: Raw -78776.547913 + Penalty 3142.186909 = -75634.361004
  nChanged 5
		SP:Iteration 13Q (2460.650000 sec): 3 clusters
  Score: Raw -78794.492386 + Penalty 3142.186909 = -75652.305478
  nChanged 1
		SP:Iteration 14Q (2460.650000 sec): 3 clusters
  Score: Raw -78801.517055 + Penalty 3142.186909 = -75659.330147
  nChanged 2
		SP:Iteration 15Q (2460.650000 sec): 3 clusters
  Score: Raw -78808.845555 + Penalty 3142.186909 = -75666.658646
  nChanged 3
		SP:Iteration 16Q (2460.650000 sec): 3 clusters
  Score: Raw -78821.791201 + Penalty 3142.186909 = -75679.604293
  nChanged 2
		SP:Iteration 17Q (2460.660000 sec): 3 clusters
  Score: Raw -78825.329950 + Penalty 3142.186909 = -75683.143041
  nChanged 0
		SP:Iteration 18F (2460.660000 sec): 3 clusters
  Score: Raw -78825.329950 + Penalty 3142.186909 = -75683.143041
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.720000 sec): 2 clusters
  Score: Raw -2459821.203206 + Penalty 2427.025162 = -2457394.178045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.800000 sec): 3 clusters
  Score: Raw -2449576.125086 + Penalty 4854.050323 = -2444722.074763
  nChanged 7748
		SP:Iteration 1F (2460.870000 sec): 3 clusters
  Score: Raw -2453828.786920 + Penalty 4854.050323 = -2448974.736597
  nChanged 983
		SP:Iteration 2F (2460.950000 sec): 3 clusters
  Score: Raw -2454214.024259 + Penalty 4854.050323 = -2449359.973935
  nChanged 828
		SP:Iteration 3Q (2461.020000 sec): 3 clusters
  Score: Raw -2454527.482018 + Penalty 4854.050323 = -2449673.431695
  nChanged 712
		SP:Iteration 4Q (2461.100000 sec): 3 clusters
  Score: Raw -2454811.353151 + Penalty 4854.050323 = -2449957.302828
  nChanged 719
		SP:Iteration 5Q (2461.180000 sec): 3 clusters
  Score: Raw -2455107.366366 + Penalty 4854.050323 = -2450253.316043
  nChanged 711
		SP:Iteration 6Q (2461.250000 sec): 3 clusters
  Score: Raw -2455421.547099 + Penalty 4854.050323 = -2450567.496776
  nChanged 700
		SP:Iteration 7Q (2461.320000 sec): 3 clusters
  Score: Raw -2455755.204115 + Penalty 4854.050323 = -2450901.153792
  nChanged 716
		SP:Iteration 8Q (2461.400000 sec): 3 clusters
  Score: Raw -2456140.857054 + Penalty 4854.050323 = -2451286.806730
  nChanged 744
		SP:Iteration 9Q (2461.460000 sec): 3 clusters
  Score: Raw -2456543.482626 + Penalty 4854.050323 = -2451689.432303
  nChanged 753
		SP:Iteration 10Q (2461.530000 sec): 3 clusters
  Score: Raw -2456941.567754 + Penalty 4854.050323 = -2452087.517431
  nChanged 684
		SP:Iteration 11Q (2461.600000 sec): 3 clusters
  Score: Raw -2457310.890626 + Penalty 4854.050323 = -2452456.840303
  nChanged 611
		SP:Iteration 12Q (2461.660000 sec): 3 clusters
  Score: Raw -2457610.375093 + Penalty 4854.050323 = -2452756.324770
  nChanged 539
		SP:Iteration 13Q (2461.720000 sec): 3 clusters
  Score: Raw -2457860.876031 + Penalty 4854.050323 = -2453006.825708
  nChanged 445
		SP:Iteration 14Q (2461.790000 sec): 3 clusters
  Score: Raw -2458058.437223 + Penalty 4854.050323 = -2453204.386900
  nChanged 382
		SP:Iteration 15Q (2461.850000 sec): 3 clusters
  Score: Raw -2458220.948707 + Penalty 4854.050323 = -2453366.898383
  nChanged 335
		SP:Iteration 16Q (2461.910000 sec): 3 clusters
  Score: Raw -2458355.574494 + Penalty 4854.050323 = -2453501.524171
  nChanged 291
		SP:Iteration 17Q (2461.970000 sec): 3 clusters
  Score: Raw -2458464.472047 + Penalty 4854.050323 = -2453610.421724
  nChanged 267
		SP:Iteration 18Q (2462.040000 sec): 3 clusters
  Score: Raw -2458572.707027 + Penalty 4854.050323 = -2453718.656704
  nChanged 232
		SP:Iteration 19Q (2462.100000 sec): 3 clusters
  Score: Raw -2458660.771126 + Penalty 4854.050323 = -2453806.720803
  nChanged 234
		SP:Iteration 20F (2462.160000 sec): 3 clusters
  Score: Raw -2458736.820717 + Penalty 4854.050323 = -2453882.770394
  nChanged 195
		SP:Iteration 21Q (2462.220000 sec): 3 clusters
  Score: Raw -2458800.070334 + Penalty 4854.050323 = -2453946.020011
  nChanged 215
		SP:Iteration 22Q (2462.280000 sec): 3 clusters
  Score: Raw -2458869.918480 + Penalty 4854.050323 = -2454015.868157
  nChanged 188
		SP:Iteration 23Q (2462.340000 sec): 3 clusters
  Score: Raw -2458931.752319 + Penalty 4854.050323 = -2454077.701996
  nChanged 177
		SP:Iteration 24Q (2462.400000 sec): 3 clusters
  Score: Raw -2458998.799994 + Penalty 4854.050323 = -2454144.749671
  nChanged 187
		SP:Iteration 25Q (2462.450000 sec): 3 clusters
  Score: Raw -2459066.702205 + Penalty 4854.050323 = -2454212.651881
  nChanged 166
		SP:Iteration 26Q (2462.510000 sec): 3 clusters
  Score: Raw -2459127.425675 + Penalty 4854.050323 = -2454273.375352
  nChanged 174
		SP:Iteration 27Q (2462.570000 sec): 3 clusters
  Score: Raw -2459194.583808 + Penalty 4854.050323 = -2454340.533485
  nChanged 173
		SP:Iteration 28Q (2462.620000 sec): 3 clusters
  Score: Raw -2459259.281702 + Penalty 4854.050323 = -2454405.231378
  nChanged 177
		SP:Iteration 29Q (2462.680000 sec): 3 clusters
  Score: Raw -2459327.191554 + Penalty 4854.050323 = -2454473.141231
  nChanged 154
		SP:Iteration 30Q (2462.740000 sec): 3 clusters
  Score: Raw -2459386.594900 + Penalty 4854.050323 = -2454532.544577
  nChanged 159
		SP:Iteration 31Q (2462.790000 sec): 3 clusters
  Score: Raw -2459458.681768 + Penalty 4854.050323 = -2454604.631445
  nChanged 149
		SP:Iteration 32Q (2462.840000 sec): 3 clusters
  Score: Raw -2459527.218068 + Penalty 4854.050323 = -2454673.167745
  nChanged 137
		SP:Iteration 33Q (2462.900000 sec): 3 clusters
  Score: Raw -2459588.977060 + Penalty 4854.050323 = -2454734.926737
  nChanged 148
		SP:Iteration 34Q (2462.950000 sec): 3 clusters
  Score: Raw -2459653.373590 + Penalty 4854.050323 = -2454799.323266
  nChanged 134
		SP:Iteration 35Q (2463.010000 sec): 3 clusters
  Score: Raw -2459720.081801 + Penalty 4854.050323 = -2454866.031478
  nChanged 117
		SP:Iteration 36Q (2463.060000 sec): 3 clusters
  Score: Raw -2459782.256407 + Penalty 4854.050323 = -2454928.206083
  nChanged 125
		SP:Iteration 37Q (2463.110000 sec): 3 clusters
  Score: Raw -2459849.451966 + Penalty 4854.050323 = -2454995.401643
  nChanged 127
		SP:Iteration 38Q (2463.160000 sec): 3 clusters
  Score: Raw -2459905.947852 + Penalty 4854.050323 = -2455051.897528
  nChanged 99
		SP:Iteration 39Q (2463.220000 sec): 3 clusters
  Score: Raw -2459959.676636 + Penalty 4854.050323 = -2455105.626313
  nChanged 102
		SP:Iteration 40F (2463.280000 sec): 3 clusters
  Score: Raw -2460018.159460 + Penalty 4854.050323 = -2455164.109137
  nChanged 88
		SP:Iteration 41Q (2463.340000 sec): 3 clusters
  Score: Raw -2460069.457698 + Penalty 4854.050323 = -2455215.407375
  nChanged 64
		SP:Iteration 42Q (2463.380000 sec): 3 clusters
  Score: Raw -2460109.277147 + Penalty 4854.050323 = -2455255.226824
  nChanged 60
		SP:Iteration 43Q (2463.440000 sec): 3 clusters
  Score: Raw -2460137.064868 + Penalty 4854.050323 = -2455283.014544
  nChanged 48
		SP:Iteration 44Q (2463.490000 sec): 3 clusters
  Score: Raw -2460159.786677 + Penalty 4854.050323 = -2455305.736353
  nChanged 42
		SP:Iteration 45Q (2463.540000 sec): 3 clusters
  Score: Raw -2460181.411001 + Penalty 4854.050323 = -2455327.360678
  nChanged 33
		SP:Iteration 46Q (2463.590000 sec): 3 clusters
  Score: Raw -2460195.762372 + Penalty 4854.050323 = -2455341.712049
  nChanged 23
		SP:Iteration 47Q (2463.640000 sec): 3 clusters
  Score: Raw -2460207.972488 + Penalty 4854.050323 = -2455353.922165
  nChanged 30
		SP:Iteration 48Q (2463.690000 sec): 3 clusters
  Score: Raw -2460223.974241 + Penalty 4854.050323 = -2455369.923918
  nChanged 31
		SP:Iteration 49Q (2463.740000 sec): 3 clusters
  Score: Raw -2460239.788461 + Penalty 4854.050323 = -2455385.738138
  nChanged 32
		SP:Iteration 50Q (2463.790000 sec): 3 clusters
  Score: Raw -2460259.208636 + Penalty 4854.050323 = -2455405.158312
  nChanged 24
		SP:Iteration 51Q (2463.840000 sec): 3 clusters
  Score: Raw -2460274.755355 + Penalty 4854.050323 = -2455420.705032
  nChanged 21
		SP:Iteration 52Q (2463.890000 sec): 3 clusters
  Score: Raw -2460285.812769 + Penalty 4854.050323 = -2455431.762446
  nChanged 18
		SP:Iteration 53Q (2463.940000 sec): 3 clusters
  Score: Raw -2460295.983830 + Penalty 4854.050323 = -2455441.933507
  nChanged 16
		SP:Iteration 54Q (2463.990000 sec): 3 clusters
  Score: Raw -2460304.653251 + Penalty 4854.050323 = -2455450.602928
  nChanged 18
		SP:Iteration 55Q (2464.040000 sec): 3 clusters
  Score: Raw -2460313.522930 + Penalty 4854.050323 = -2455459.472607
  nChanged 12
		SP:Iteration 56Q (2464.090000 sec): 3 clusters
  Score: Raw -2460318.787722 + Penalty 4854.050323 = -2455464.737398
  nChanged 12
		SP:Iteration 57Q (2464.140000 sec): 3 clusters
  Score: Raw -2460325.008095 + Penalty 4854.050323 = -2455470.957772
  nChanged 11
		SP:Iteration 58Q (2464.180000 sec): 3 clusters
  Score: Raw -2460330.357231 + Penalty 4854.050323 = -2455476.306908
  nChanged 9
		SP:Iteration 59Q (2464.230000 sec): 3 clusters
  Score: Raw -2460334.257123 + Penalty 4854.050323 = -2455480.206800
  nChanged 9
		SP:Iteration 60F (2464.300000 sec): 3 clusters
  Score: Raw -2460337.769419 + Penalty 4854.050323 = -2455483.719095
  nChanged 4
		SP:Iteration 61Q (2464.350000 sec): 3 clusters
  Score: Raw -2460340.536719 + Penalty 4854.050323 = -2455486.486396
  nChanged 9
		SP:Iteration 62Q (2464.400000 sec): 3 clusters
  Score: Raw -2460344.370165 + Penalty 4854.050323 = -2455490.319842
  nChanged 4
		SP:Iteration 63Q (2464.450000 sec): 3 clusters
  Score: Raw -2460346.248943 + Penalty 4854.050323 = -2455492.198620
  nChanged 4
		SP:Iteration 64Q (2464.500000 sec): 3 clusters
  Score: Raw -2460348.167786 + Penalty 4854.050323 = -2455494.117463
  nChanged 2
		SP:Iteration 65Q (2464.540000 sec): 3 clusters
  Score: Raw -2460348.961917 + Penalty 4854.050323 = -2455494.911594
  nChanged 1
		SP:Iteration 66Q (2464.590000 sec): 3 clusters
  Score: Raw -2460349.408144 + Penalty 4854.050323 = -2455495.357821
  nChanged 1
		SP:Iteration 67Q (2464.640000 sec): 3 clusters
  Score: Raw -2460349.823461 + Penalty 4854.050323 = -2455495.773138
  nChanged 1
		SP:Iteration 68Q (2464.690000 sec): 3 clusters
  Score: Raw -2460350.147032 + Penalty 4854.050323 = -2455496.096709
  nChanged 0
		SP:Iteration 69F (2464.760000 sec): 3 clusters
  Score: Raw -2460350.147032 + Penalty 4854.050323 = -2455496.096709
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2464.780000 sec): 2 clusters
  Score: Raw -1055292.487816 + Penalty 2202.419695 = -1053090.068122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2464.810000 sec): 3 clusters
  Score: Raw -1051589.137129 + Penalty 4404.839390 = -1047184.297739
  nChanged 2884
		SP:Iteration 1F (2464.840000 sec): 3 clusters
  Score: Raw -1053189.574291 + Penalty 4404.839390 = -1048784.734901
  nChanged 495
		SP:Iteration 2F (2464.860000 sec): 3 clusters
  Score: Raw -1053437.781389 + Penalty 4404.839390 = -1049032.941999
  nChanged 339
		SP:Iteration 3Q (2464.890000 sec): 3 clusters
  Score: Raw -1053599.357947 + Penalty 4404.839390 = -1049194.518558
  nChanged 268
		SP:Iteration 4Q (2464.920000 sec): 3 clusters
  Score: Raw -1053712.777363 + Penalty 4404.839390 = -1049307.937974
  nChanged 224
		SP:Iteration 5Q (2464.940000 sec): 3 clusters
  Score: Raw -1053818.113267 + Penalty 4404.839390 = -1049413.273877
  nChanged 207
		SP:Iteration 6Q (2464.970000 sec): 3 clusters
  Score: Raw -1053903.348703 + Penalty 4404.839390 = -1049498.509313
  nChanged 174
		SP:Iteration 7Q (2465.000000 sec): 3 clusters
  Score: Raw -1053980.709418 + Penalty 4404.839390 = -1049575.870028
  nChanged 175
		SP:Iteration 8Q (2465.020000 sec): 3 clusters
  Score: Raw -1054056.482471 + Penalty 4404.839390 = -1049651.643081
  nChanged 182
		SP:Iteration 9Q (2465.050000 sec): 3 clusters
  Score: Raw -1054161.099858 + Penalty 4404.839390 = -1049756.260468
  nChanged 187
		SP:Iteration 10Q (2465.080000 sec): 3 clusters
  Score: Raw -1054268.368836 + Penalty 4404.839390 = -1049863.529447
  nChanged 188
		SP:Iteration 11Q (2465.100000 sec): 3 clusters
  Score: Raw -1054366.874341 + Penalty 4404.839390 = -1049962.034951
  nChanged 188
		SP:Iteration 12Q (2465.130000 sec): 3 clusters
  Score: Raw -1054471.818837 + Penalty 4404.839390 = -1050066.979447
  nChanged 191
		SP:Iteration 13Q (2465.160000 sec): 3 clusters
  Score: Raw -1054563.158454 + Penalty 4404.839390 = -1050158.319064
  nChanged 154
		SP:Iteration 14Q (2465.180000 sec): 3 clusters
  Score: Raw -1054649.381265 + Penalty 4404.839390 = -1050244.541876
  nChanged 188
		SP:Iteration 15Q (2465.200000 sec): 3 clusters
  Score: Raw -1054740.503172 + Penalty 4404.839390 = -1050335.663782
  nChanged 165
		SP:Iteration 16Q (2465.230000 sec): 3 clusters
  Score: Raw -1054820.744797 + Penalty 4404.839390 = -1050415.905407
  nChanged 140
		SP:Iteration 17Q (2465.260000 sec): 3 clusters
  Score: Raw -1054892.117199 + Penalty 4404.839390 = -1050487.277809
  nChanged 114
		SP:Iteration 18Q (2465.280000 sec): 3 clusters
  Score: Raw -1054953.290858 + Penalty 4404.839390 = -1050548.451468
  nChanged 141
		SP:Iteration 19Q (2465.310000 sec): 3 clusters
  Score: Raw -1055023.018149 + Penalty 4404.839390 = -1050618.178759
  nChanged 129
		SP:Iteration 20F (2465.330000 sec): 3 clusters
  Score: Raw -1055087.036141 + Penalty 4404.839390 = -1050682.196752
  nChanged 111
		SP:Iteration 21Q (2465.360000 sec): 3 clusters
  Score: Raw -1055141.257819 + Penalty 4404.839390 = -1050736.418430
  nChanged 116
		SP:Iteration 22Q (2465.380000 sec): 3 clusters
  Score: Raw -1055191.657275 + Penalty 4404.839390 = -1050786.817885
  nChanged 105
		SP:Iteration 23Q (2465.410000 sec): 3 clusters
  Score: Raw -1055241.617524 + Penalty 4404.839390 = -1050836.778134
  nChanged 94
		SP:Iteration 24Q (2465.430000 sec): 3 clusters
  Score: Raw -1055281.806168 + Penalty 4404.839390 = -1050876.966778
  nChanged 76
		SP:Iteration 25Q (2465.460000 sec): 3 clusters
  Score: Raw -1055314.326813 + Penalty 4404.839390 = -1050909.487423
  nChanged 71
		SP:Iteration 26Q (2465.480000 sec): 3 clusters
  Score: Raw -1055343.333019 + Penalty 4404.839390 = -1050938.493630
  nChanged 72
		SP:Iteration 27Q (2465.500000 sec): 3 clusters
  Score: Raw -1055374.796702 + Penalty 4404.839390 = -1050969.957312
  nChanged 54
		SP:Iteration 28Q (2465.530000 sec): 3 clusters
  Score: Raw -1055395.038564 + Penalty 4404.839390 = -1050990.199175
  nChanged 52
		SP:Iteration 29Q (2465.550000 sec): 3 clusters
  Score: Raw -1055414.696730 + Penalty 4404.839390 = -1051009.857340
  nChanged 42
		SP:Iteration 30Q (2465.580000 sec): 3 clusters
  Score: Raw -1055430.041607 + Penalty 4404.839390 = -1051025.202217
  nChanged 35
		SP:Iteration 31Q (2465.600000 sec): 3 clusters
  Score: Raw -1055440.124832 + Penalty 4404.839390 = -1051035.285442
  nChanged 28
		SP:Iteration 32Q (2465.620000 sec): 3 clusters
  Score: Raw -1055447.185194 + Penalty 4404.839390 = -1051042.345804
  nChanged 23
		SP:Iteration 33Q (2465.650000 sec): 3 clusters
  Score: Raw -1055452.635048 + Penalty 4404.839390 = -1051047.795658
  nChanged 14
		SP:Iteration 34Q (2465.670000 sec): 3 clusters
  Score: Raw -1055456.451870 + Penalty 4404.839390 = -1051051.612480
  nChanged 15
		SP:Iteration 35Q (2465.700000 sec): 3 clusters
  Score: Raw -1055460.053209 + Penalty 4404.839390 = -1051055.213819
  nChanged 8
		SP:Iteration 36Q (2465.720000 sec): 3 clusters
  Score: Raw -1055461.372428 + Penalty 4404.839390 = -1051056.533039
  nChanged 7
		SP:Iteration 37Q (2465.740000 sec): 3 clusters
  Score: Raw -1055462.429931 + Penalty 4404.839390 = -1051057.590542
  nChanged 1
		SP:Iteration 38Q (2465.770000 sec): 3 clusters
  Score: Raw -1055462.513034 + Penalty 4404.839390 = -1051057.673644
  nChanged 3
		SP:Iteration 39Q (2465.790000 sec): 3 clusters
  Score: Raw -1055463.289305 + Penalty 4404.839390 = -1051058.449915
  nChanged 4
		SP:Iteration 40F (2465.820000 sec): 3 clusters
  Score: Raw -1055464.119871 + Penalty 4404.839390 = -1051059.280481
  nChanged 3
		SP:Iteration 41Q (2465.840000 sec): 3 clusters
  Score: Raw -1055464.632871 + Penalty 4404.839390 = -1051059.793481
  nChanged 2
		SP:Iteration 42Q (2465.870000 sec): 3 clusters
  Score: Raw -1055464.918051 + Penalty 4404.839390 = -1051060.078662
  nChanged 0
		SP:Iteration 43F (2465.890000 sec): 3 clusters
  Score: Raw -1055464.918051 + Penalty 4404.839390 = -1051060.078662
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (100023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2466.240000 sec): 2 clusters
  Score: Raw -14781034.940406 + Penalty 2855.262549 = -14778179.677858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2466.620000 sec): 3 clusters
  Score: Raw -14717072.382328 + Penalty 5710.525098 = -14711361.857231
  nChanged 47107
		SP:Iteration 1F (2467.000000 sec): 3 clusters
  Score: Raw -14743432.637807 + Penalty 5710.525098 = -14737722.112710
  nChanged 3237
		SP:Iteration 2Q (2467.380000 sec): 3 clusters
  Score: Raw -14744191.325646 + Penalty 5710.525098 = -14738480.800548
  nChanged 3338
		SP:Iteration 3Q (2467.770000 sec): 3 clusters
  Score: Raw -14745066.514005 + Penalty 5710.525098 = -14739355.988907
  nChanged 3630
		SP:Iteration 4Q (2468.150000 sec): 3 clusters
  Score: Raw -14746217.130465 + Penalty 5710.525098 = -14740506.605367
  nChanged 4348
		SP:Iteration 5Q (2468.530000 sec): 3 clusters
  Score: Raw -14748030.303894 + Penalty 5710.525098 = -14742319.778797
  nChanged 5608
		SP:Iteration 6F (2468.910000 sec): 3 clusters
  Score: Raw -14751141.096314 + Penalty 5710.525098 = -14745430.571216
  nChanged 7093
		SP:Iteration 7F (2469.280000 sec): 3 clusters
  Score: Raw -14756173.380245 + Penalty 5710.525098 = -14750462.855147
  nChanged 8115
		SP:Iteration 8F (2469.660000 sec): 3 clusters
  Score: Raw -14763042.319986 + Penalty 5710.525098 = -14757331.794888
  nChanged 7639
		SP:Iteration 9F (2470.030000 sec): 3 clusters
  Score: Raw -14770124.534967 + Penalty 5710.525098 = -14764414.009870
  nChanged 5830
		SP:Iteration 10F (2470.410000 sec): 3 clusters
  Score: Raw -14775640.553666 + Penalty 5710.525098 = -14769930.028569
  nChanged 3374
		SP:Iteration 11Q (2470.760000 sec): 3 clusters
  Score: Raw -14778721.024325 + Penalty 5710.525098 = -14773010.499228
  nChanged 1675
		SP:Iteration 12Q (2471.080000 sec): 3 clusters
  Score: Raw -14780190.620199 + Penalty 5710.525098 = -14774480.095101
  nChanged 733
		SP:Iteration 13Q (2471.380000 sec): 3 clusters
  Score: Raw -14780806.406346 + Penalty 5710.525098 = -14775095.881249
  nChanged 290
		SP:Iteration 14Q (2471.660000 sec): 3 clusters
  Score: Raw -14781070.659063 + Penalty 5710.525098 = -14775360.133965
  nChanged 152
		SP:Iteration 15Q (2471.930000 sec): 3 clusters
  Score: Raw -14781199.968556 + Penalty 5710.525098 = -14775489.443459
  nChanged 75
		SP:Iteration 16Q (2472.200000 sec): 3 clusters
  Score: Raw -14781264.945925 + Penalty 5710.525098 = -14775554.420828
  nChanged 49
		SP:Iteration 17Q (2472.470000 sec): 3 clusters
  Score: Raw -14781313.412647 + Penalty 5710.525098 = -14775602.887549
  nChanged 27
		SP:Iteration 18Q (2472.740000 sec): 3 clusters
  Score: Raw -14781339.610662 + Penalty 5710.525098 = -14775629.085565
  nChanged 17
		SP:Iteration 19Q (2473.010000 sec): 3 clusters
  Score: Raw -14781355.153864 + Penalty 5710.525098 = -14775644.628767
  nChanged 16
		SP:Iteration 20F (2473.370000 sec): 3 clusters
  Score: Raw -14781369.257370 + Penalty 5710.525098 = -14775658.732272
  nChanged 13
		SP:Iteration 21Q (2473.640000 sec): 3 clusters
  Score: Raw -14781381.470074 + Penalty 5710.525098 = -14775670.944977
  nChanged 9
		SP:Iteration 22Q (2473.910000 sec): 3 clusters
  Score: Raw -14781391.782282 + Penalty 5710.525098 = -14775681.257185
  nChanged 10
		SP:Iteration 23Q (2474.170000 sec): 3 clusters
  Score: Raw -14781405.536957 + Penalty 5710.525098 = -14775695.011859
  nChanged 10
		SP:Iteration 24Q (2474.440000 sec): 3 clusters
  Score: Raw -14781414.150146 + Penalty 5710.525098 = -14775703.625048
  nChanged 10
		SP:Iteration 25Q (2474.700000 sec): 3 clusters
  Score: Raw -14781424.239110 + Penalty 5710.525098 = -14775713.714012
  nChanged 9
		SP:Iteration 26Q (2474.970000 sec): 3 clusters
  Score: Raw -14781431.419405 + Penalty 5710.525098 = -14775720.894308
  nChanged 6
		SP:Iteration 27Q (2475.230000 sec): 3 clusters
  Score: Raw -14781437.004049 + Penalty 5710.525098 = -14775726.478952
  nChanged 7
		SP:Iteration 28Q (2475.490000 sec): 3 clusters
  Score: Raw -14781445.585401 + Penalty 5710.525098 = -14775735.060304
  nChanged 4
		SP:Iteration 29Q (2475.760000 sec): 3 clusters
  Score: Raw -14781449.213386 + Penalty 5710.525098 = -14775738.688288
  nChanged 4
		SP:Iteration 30Q (2476.020000 sec): 3 clusters
  Score: Raw -14781453.479901 + Penalty 5710.525098 = -14775742.954804
  nChanged 5
		SP:Iteration 31Q (2476.290000 sec): 3 clusters
  Score: Raw -14781457.364866 + Penalty 5710.525098 = -14775746.839769
  nChanged 5
		SP:Iteration 32Q (2476.550000 sec): 3 clusters
  Score: Raw -14781461.992698 + Penalty 5710.525098 = -14775751.467601
  nChanged 2
		SP:Iteration 33Q (2476.810000 sec): 3 clusters
  Score: Raw -14781465.368115 + Penalty 5710.525098 = -14775754.843017
  nChanged 4
		SP:Iteration 34Q (2477.080000 sec): 3 clusters
  Score: Raw -14781468.536598 + Penalty 5710.525098 = -14775758.011501
  nChanged 1
		SP:Iteration 35Q (2477.340000 sec): 3 clusters
  Score: Raw -14781469.453504 + Penalty 5710.525098 = -14775758.928407
  nChanged 1
		SP:Iteration 36Q (2477.600000 sec): 3 clusters
  Score: Raw -14781470.213288 + Penalty 5710.525098 = -14775759.688190
  nChanged 0
		SP:Iteration 37F (2477.970000 sec): 3 clusters
  Score: Raw -14781470.213288 + Penalty 5710.525098 = -14775759.688190
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (258745 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2478.810000 sec): 2 clusters
  Score: Raw -38294901.842337 + Penalty 3090.972378 = -38291810.869958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2479.790000 sec): 3 clusters
  Score: Raw -38123989.412410 + Penalty 6181.944757 = -38117807.467653
  nChanged 125301
		SP:Iteration 1F (2480.770000 sec): 3 clusters
  Score: Raw -38197609.122631 + Penalty 6181.944757 = -38191427.177875
  nChanged 6652
		SP:Iteration 2Q (2481.760000 sec): 3 clusters
  Score: Raw -38198854.424568 + Penalty 6181.944757 = -38192672.479812
  nChanged 7129
		SP:Iteration 3Q (2482.760000 sec): 3 clusters
  Score: Raw -38200430.774583 + Penalty 6181.944757 = -38194248.829826
  nChanged 8088
		SP:Iteration 4Q (2483.760000 sec): 3 clusters
  Score: Raw -38202493.283340 + Penalty 6181.944757 = -38196311.338583
  nChanged 9205
		SP:Iteration 5Q (2484.760000 sec): 3 clusters
  Score: Raw -38205318.457073 + Penalty 6181.944757 = -38199136.512316
  nChanged 10523
		SP:Iteration 6Q (2485.750000 sec): 3 clusters
  Score: Raw -38209120.067881 + Penalty 6181.944757 = -38202938.123124
  nChanged 12006
		SP:Iteration 7Q (2486.750000 sec): 3 clusters
  Score: Raw -38214329.978670 + Penalty 6181.944757 = -38208148.033913
  nChanged 13211
		SP:Iteration 8F (2487.720000 sec): 3 clusters
  Score: Raw -38220888.850321 + Penalty 6181.944757 = -38214706.905564
  nChanged 14129
		SP:Iteration 9F (2488.700000 sec): 3 clusters
  Score: Raw -38229033.279151 + Penalty 6181.944757 = -38222851.334394
  nChanged 14169
		SP:Iteration 10F (2489.670000 sec): 3 clusters
  Score: Raw -38238122.215046 + Penalty 6181.944757 = -38231940.270289
  nChanged 13362
		SP:Iteration 11F (2490.640000 sec): 3 clusters
  Score: Raw -38246822.657799 + Penalty 6181.944757 = -38240640.713042
  nChanged 11209
		SP:Iteration 12Q (2491.620000 sec): 3 clusters
  Score: Raw -38252740.952606 + Penalty 6181.944757 = -38246559.007850
  nChanged 7945
		SP:Iteration 13Q (2492.580000 sec): 3 clusters
  Score: Raw -38255783.365908 + Penalty 6181.944757 = -38249601.421152
  nChanged 5419
		SP:Iteration 14Q (2493.520000 sec): 3 clusters
  Score: Raw -38257587.333003 + Penalty 6181.944757 = -38251405.388247
  nChanged 4634
		SP:Iteration 15Q (2494.450000 sec): 3 clusters
  Score: Raw -38259173.546858 + Penalty 6181.944757 = -38252991.602101
  nChanged 4823
		SP:Iteration 16Q (2495.380000 sec): 3 clusters
  Score: Raw -38260899.951502 + Penalty 6181.944757 = -38254718.006745
  nChanged 4958
		SP:Iteration 17Q (2496.310000 sec): 3 clusters
  Score: Raw -38262791.746885 + Penalty 6181.944757 = -38256609.802128
  nChanged 5107
		SP:Iteration 18Q (2497.220000 sec): 3 clusters
  Score: Raw -38264902.441431 + Penalty 6181.944757 = -38258720.496675
  nChanged 5345
		SP:Iteration 19Q (2498.120000 sec): 3 clusters
  Score: Raw -38267275.982186 + Penalty 6181.944757 = -38261094.037429
  nChanged 5407
		SP:Iteration 20F (2499.100000 sec): 3 clusters
  Score: Raw -38269795.537432 + Penalty 6181.944757 = -38263613.592676
  nChanged 5232
		SP:Iteration 21Q (2499.970000 sec): 3 clusters
  Score: Raw -38272325.815828 + Penalty 6181.944757 = -38266143.871072
  nChanged 5043
		SP:Iteration 22Q (2500.820000 sec): 3 clusters
  Score: Raw -38274885.378082 + Penalty 6181.944757 = -38268703.433326
  nChanged 4776
		SP:Iteration 23Q (2501.670000 sec): 3 clusters
  Score: Raw -38277326.002069 + Penalty 6181.944757 = -38271144.057312
  nChanged 4243
		SP:Iteration 24Q (2502.490000 sec): 3 clusters
  Score: Raw -38279499.515449 + Penalty 6181.944757 = -38273317.570692
  nChanged 3837
		SP:Iteration 25Q (2503.300000 sec): 3 clusters
  Score: Raw -38281443.748414 + Penalty 6181.944757 = -38275261.803657
  nChanged 3452
		SP:Iteration 26Q (2504.100000 sec): 3 clusters
  Score: Raw -38283171.261315 + Penalty 6181.944757 = -38276989.316558
  nChanged 3138
		SP:Iteration 27Q (2504.880000 sec): 3 clusters
  Score: Raw -38284707.341059 + Penalty 6181.944757 = -38278525.396302
  nChanged 2723
		SP:Iteration 28Q (2505.650000 sec): 3 clusters
  Score: Raw -38285977.418542 + Penalty 6181.944757 = -38279795.473786
  nChanged 2431
		SP:Iteration 29Q (2506.400000 sec): 3 clusters
  Score: Raw -38287098.371133 + Penalty 6181.944757 = -38280916.426377
  nChanged 2154
		SP:Iteration 30Q (2507.150000 sec): 3 clusters
  Score: Raw -38288087.592552 + Penalty 6181.944757 = -38281905.647796
  nChanged 1941
		SP:Iteration 31Q (2507.880000 sec): 3 clusters
  Score: Raw -38288919.980716 + Penalty 6181.944757 = -38282738.035959
  nChanged 1667
		SP:Iteration 32Q (2508.610000 sec): 3 clusters
  Score: Raw -38289616.465615 + Penalty 6181.944757 = -38283434.520858
  nChanged 1536
		SP:Iteration 33Q (2509.330000 sec): 3 clusters
  Score: Raw -38290231.036140 + Penalty 6181.944757 = -38284049.091384
  nChanged 1345
		SP:Iteration 34Q (2510.050000 sec): 3 clusters
  Score: Raw -38290745.782145 + Penalty 6181.944757 = -38284563.837388
  nChanged 1212
		SP:Iteration 35Q (2510.760000 sec): 3 clusters
  Score: Raw -38291229.841766 + Penalty 6181.944757 = -38285047.897010
  nChanged 1125
		SP:Iteration 36Q (2511.470000 sec): 3 clusters
  Score: Raw -38291680.521829 + Penalty 6181.944757 = -38285498.577073
  nChanged 980
		SP:Iteration 37Q (2512.320000 sec): 3 clusters
  Score: Raw -38292052.604411 + Penalty 6181.944757 = -38285870.659654
  nChanged 875
		SP:Iteration 38Q (2513.090000 sec): 3 clusters
  Score: Raw -38292390.668726 + Penalty 6181.944757 = -38286208.723970
  nChanged 793
		SP:Iteration 39Q (2513.780000 sec): 3 clusters
  Score: Raw -38292703.636168 + Penalty 6181.944757 = -38286521.691411
  nChanged 731
		SP:Iteration 40F (2514.730000 sec): 3 clusters
  Score: Raw -38292988.510031 + Penalty 6181.944757 = -38286806.565274
  nChanged 646
		SP:Iteration 41Q (2515.420000 sec): 3 clusters
  Score: Raw -38293235.897532 + Penalty 6181.944757 = -38287053.952775
  nChanged 600
		SP:Iteration 42Q (2516.100000 sec): 3 clusters
  Score: Raw -38293466.019868 + Penalty 6181.944757 = -38287284.075111
  nChanged 503
		SP:Iteration 43Q (2516.790000 sec): 3 clusters
  Score: Raw -38293651.082881 + Penalty 6181.944757 = -38287469.138124
  nChanged 482
		SP:Iteration 44Q (2517.470000 sec): 3 clusters
  Score: Raw -38293836.392261 + Penalty 6181.944757 = -38287654.447505
  nChanged 441
		SP:Iteration 45Q (2518.150000 sec): 3 clusters
  Score: Raw -38294011.507781 + Penalty 6181.944757 = -38287829.563024
  nChanged 417
		SP:Iteration 46Q (2518.820000 sec): 3 clusters
  Score: Raw -38294185.170954 + Penalty 6181.944757 = -38288003.226198
  nChanged 360
		SP:Iteration 47Q (2519.500000 sec): 3 clusters
  Score: Raw -38294334.382958 + Penalty 6181.944757 = -38288152.438201
  nChanged 351
		SP:Iteration 48Q (2520.180000 sec): 3 clusters
  Score: Raw -38294476.709557 + Penalty 6181.944757 = -38288294.764801
  nChanged 299
		SP:Iteration 49Q (2520.850000 sec): 3 clusters
  Score: Raw -38294600.909053 + Penalty 6181.944757 = -38288418.964297
  nChanged 250
		SP:Iteration 50Q (2521.520000 sec): 3 clusters
  Score: Raw -38294704.255930 + Penalty 6181.944757 = -38288522.311173
  nChanged 222
		SP:Iteration 51Q (2522.200000 sec): 3 clusters
  Score: Raw -38294789.491488 + Penalty 6181.944757 = -38288607.546732
  nChanged 187
		SP:Iteration 52Q (2522.900000 sec): 3 clusters
  Score: Raw -38294861.178228 + Penalty 6181.944757 = -38288679.233472
  nChanged 148
		SP:Iteration 53Q (2523.630000 sec): 3 clusters
  Score: Raw -38294913.594651 + Penalty 6181.944757 = -38288731.649894
  nChanged 117
		SP:Iteration 54Q (2524.350000 sec): 3 clusters
  Score: Raw -38294954.906402 + Penalty 6181.944757 = -38288772.961645
  nChanged 121
		SP:Iteration 55Q (2525.070000 sec): 3 clusters
  Score: Raw -38295000.198658 + Penalty 6181.944757 = -38288818.253902
  nChanged 102
		SP:Iteration 56Q (2525.790000 sec): 3 clusters
  Score: Raw -38295039.543598 + Penalty 6181.944757 = -38288857.598841
  nChanged 93
		SP:Iteration 57Q (2526.510000 sec): 3 clusters
  Score: Raw -38295073.424493 + Penalty 6181.944757 = -38288891.479736
  nChanged 74
		SP:Iteration 58Q (2527.230000 sec): 3 clusters
  Score: Raw -38295100.077896 + Penalty 6181.944757 = -38288918.133139
  nChanged 66
		SP:Iteration 59Q (2527.960000 sec): 3 clusters
  Score: Raw -38295129.382208 + Penalty 6181.944757 = -38288947.437451
  nChanged 65
		SP:Iteration 60F (2528.910000 sec): 3 clusters
  Score: Raw -38295155.045999 + Penalty 6181.944757 = -38288973.101243
  nChanged 54
		SP:Iteration 61Q (2529.580000 sec): 3 clusters
  Score: Raw -38295174.092385 + Penalty 6181.944757 = -38288992.147628
  nChanged 50
		SP:Iteration 62Q (2530.250000 sec): 3 clusters
  Score: Raw -38295190.254272 + Penalty 6181.944757 = -38289008.309515
  nChanged 41
		SP:Iteration 63Q (2530.920000 sec): 3 clusters
  Score: Raw -38295206.498874 + Penalty 6181.944757 = -38289024.554117
  nChanged 34
		SP:Iteration 64Q (2531.590000 sec): 3 clusters
  Score: Raw -38295218.317924 + Penalty 6181.944757 = -38289036.373167
  nChanged 26
		SP:Iteration 65Q (2532.250000 sec): 3 clusters
  Score: Raw -38295226.649995 + Penalty 6181.944757 = -38289044.705238
  nChanged 31
		SP:Iteration 66Q (2532.920000 sec): 3 clusters
  Score: Raw -38295237.443135 + Penalty 6181.944757 = -38289055.498378
  nChanged 30
		SP:Iteration 67Q (2533.590000 sec): 3 clusters
  Score: Raw -38295248.373235 + Penalty 6181.944757 = -38289066.428478
  nChanged 28
		SP:Iteration 68Q (2534.250000 sec): 3 clusters
  Score: Raw -38295257.800990 + Penalty 6181.944757 = -38289075.856234
  nChanged 25
		SP:Iteration 69Q (2534.920000 sec): 3 clusters
  Score: Raw -38295265.876499 + Penalty 6181.944757 = -38289083.931743
  nChanged 23
		SP:Iteration 70Q (2535.590000 sec): 3 clusters
  Score: Raw -38295272.854538 + Penalty 6181.944757 = -38289090.909782
  nChanged 19
		SP:Iteration 71Q (2536.260000 sec): 3 clusters
  Score: Raw -38295281.037926 + Penalty 6181.944757 = -38289099.093170
  nChanged 18
		SP:Iteration 72Q (2536.930000 sec): 3 clusters
  Score: Raw -38295287.907751 + Penalty 6181.944757 = -38289105.962995
  nChanged 8
		SP:Iteration 73Q (2537.600000 sec): 3 clusters
  Score: Raw -38295290.850546 + Penalty 6181.944757 = -38289108.905789
  nChanged 6
		SP:Iteration 74Q (2538.260000 sec): 3 clusters
  Score: Raw -38295292.899049 + Penalty 6181.944757 = -38289110.954293
  nChanged 4
		SP:Iteration 75Q (2538.930000 sec): 3 clusters
  Score: Raw -38295294.318680 + Penalty 6181.944757 = -38289112.373923
  nChanged 3
		SP:Iteration 76Q (2539.590000 sec): 3 clusters
  Score: Raw -38295295.187381 + Penalty 6181.944757 = -38289113.242624
  nChanged 0
		SP:Iteration 77F (2540.540000 sec): 3 clusters
  Score: Raw -38295295.187381 + Penalty 6181.944757 = -38289113.242624
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2540.640000 sec): 2 clusters
  Score: Raw -64181.902047 + Penalty 1533.668925 = -62648.233122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2540.650000 sec): 3 clusters
  Score: Raw -64197.048407 + Penalty 3067.337850 = -61129.710557
  nChanged 90
		SP:Iteration 1F (2540.650000 sec): 3 clusters
  Score: Raw -64407.119896 + Penalty 3067.337850 = -61339.782046
  nChanged 29
		SP:Iteration 2F (2540.650000 sec): 3 clusters
  Score: Raw -64534.082955 + Penalty 3067.337850 = -61466.745106
  nChanged 21
		SP:Iteration 3Q (2540.650000 sec): 3 clusters
  Score: Raw -64617.488174 + Penalty 3067.337850 = -61550.150324
  nChanged 13
		SP:Iteration 4Q (2540.650000 sec): 3 clusters
  Score: Raw -64666.148884 + Penalty 3067.337850 = -61598.811034
  nChanged 8
		SP:Iteration 5Q (2540.660000 sec): 3 clusters
  Score: Raw -64731.553324 + Penalty 3067.337850 = -61664.215474
  nChanged 12
		SP:Iteration 6Q (2540.660000 sec): 3 clusters
  Score: Raw -64781.593651 + Penalty 3067.337850 = -61714.255801
  nChanged 9
		SP:Iteration 7Q (2540.660000 sec): 3 clusters
  Score: Raw -64811.934758 + Penalty 3067.337850 = -61744.596908
  nChanged 7
		SP:Iteration 8Q (2540.660000 sec): 3 clusters
  Score: Raw -64833.935212 + Penalty 3067.337850 = -61766.597362
  nChanged 6
		SP:Iteration 9Q (2540.660000 sec): 3 clusters
  Score: Raw -64847.091803 + Penalty 3067.337850 = -61779.753953
  nChanged 4
		SP:Iteration 10Q (2540.660000 sec): 3 clusters
  Score: Raw -64858.392177 + Penalty 3067.337850 = -61791.054327
  nChanged 5
		SP:Iteration 11Q (2540.660000 sec): 3 clusters
  Score: Raw -64878.434370 + Penalty 3067.337850 = -61811.096520
  nChanged 2
		SP:Iteration 12Q (2540.670000 sec): 3 clusters
  Score: Raw -64883.393551 + Penalty 3067.337850 = -61816.055701
  nChanged 0
		SP:Iteration 13F (2540.670000 sec): 3 clusters
  Score: Raw -64883.393551 + Penalty 3067.337850 = -61816.055701
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (7490 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2540.700000 sec): 2 clusters
  Score: Raw -1075610.939530 + Penalty 2212.488371 = -1073398.451159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2540.720000 sec): 3 clusters
  Score: Raw -1071750.462127 + Penalty 4424.976742 = -1067325.485385
  nChanged 3003
		SP:Iteration 1F (2540.750000 sec): 3 clusters
  Score: Raw -1073411.133473 + Penalty 4424.976742 = -1068986.156732
  nChanged 542
		SP:Iteration 2F (2540.780000 sec): 3 clusters
  Score: Raw -1073712.242606 + Penalty 4424.976742 = -1069287.265864
  nChanged 427
		SP:Iteration 3F (2540.800000 sec): 3 clusters
  Score: Raw -1073942.477076 + Penalty 4424.976742 = -1069517.500334
  nChanged 315
		SP:Iteration 4Q (2540.830000 sec): 3 clusters
  Score: Raw -1074102.851171 + Penalty 4424.976742 = -1069677.874429
  nChanged 262
		SP:Iteration 5Q (2540.860000 sec): 3 clusters
  Score: Raw -1074228.732860 + Penalty 4424.976742 = -1069803.756118
  nChanged 235
		SP:Iteration 6Q (2540.880000 sec): 3 clusters
  Score: Raw -1074352.684275 + Penalty 4424.976742 = -1069927.707533
  nChanged 232
		SP:Iteration 7Q (2540.910000 sec): 3 clusters
  Score: Raw -1074479.931672 + Penalty 4424.976742 = -1070054.954930
  nChanged 221
		SP:Iteration 8Q (2540.940000 sec): 3 clusters
  Score: Raw -1074595.876888 + Penalty 4424.976742 = -1070170.900146
  nChanged 200
		SP:Iteration 9Q (2540.970000 sec): 3 clusters
  Score: Raw -1074722.740845 + Penalty 4424.976742 = -1070297.764103
  nChanged 193
		SP:Iteration 10Q (2541.000000 sec): 3 clusters
  Score: Raw -1074850.696242 + Penalty 4424.976742 = -1070425.719500
  nChanged 205
		SP:Iteration 11Q (2541.020000 sec): 3 clusters
  Score: Raw -1074983.992798 + Penalty 4424.976742 = -1070559.016056
  nChanged 182
		SP:Iteration 12Q (2541.050000 sec): 3 clusters
  Score: Raw -1075100.757508 + Penalty 4424.976742 = -1070675.780766
  nChanged 192
		SP:Iteration 13Q (2541.070000 sec): 3 clusters
  Score: Raw -1075213.781634 + Penalty 4424.976742 = -1070788.804892
  nChanged 166
		SP:Iteration 14Q (2541.100000 sec): 3 clusters
  Score: Raw -1075323.797496 + Penalty 4424.976742 = -1070898.820754
  nChanged 141
		SP:Iteration 15Q (2541.120000 sec): 3 clusters
  Score: Raw -1075425.767193 + Penalty 4424.976742 = -1071000.790451
  nChanged 140
		SP:Iteration 16Q (2541.150000 sec): 3 clusters
  Score: Raw -1075515.354806 + Penalty 4424.976742 = -1071090.378064
  nChanged 144
		SP:Iteration 17Q (2541.180000 sec): 3 clusters
  Score: Raw -1075609.750206 + Penalty 4424.976742 = -1071184.773464
  nChanged 113
		SP:Iteration 18Q (2541.200000 sec): 3 clusters
  Score: Raw -1075683.940433 + Penalty 4424.976742 = -1071258.963691
  nChanged 113
		SP:Iteration 19Q (2541.220000 sec): 3 clusters
  Score: Raw -1075763.091437 + Penalty 4424.976742 = -1071338.114695
  nChanged 94
		SP:Iteration 20F (2541.250000 sec): 3 clusters
  Score: Raw -1075827.360179 + Penalty 4424.976742 = -1071402.383437
  nChanged 73
		SP:Iteration 21Q (2541.280000 sec): 3 clusters
  Score: Raw -1075870.405305 + Penalty 4424.976742 = -1071445.428563
  nChanged 59
		SP:Iteration 22Q (2541.300000 sec): 3 clusters
  Score: Raw -1075913.424821 + Penalty 4424.976742 = -1071488.448079
  nChanged 72
		SP:Iteration 23Q (2541.320000 sec): 3 clusters
  Score: Raw -1075964.438420 + Penalty 4424.976742 = -1071539.461678
  nChanged 55
		SP:Iteration 24Q (2541.350000 sec): 3 clusters
  Score: Raw -1075993.692772 + Penalty 4424.976742 = -1071568.716030
  nChanged 50
		SP:Iteration 25Q (2541.370000 sec): 3 clusters
  Score: Raw -1076029.926301 + Penalty 4424.976742 = -1071604.949560
  nChanged 46
		SP:Iteration 26Q (2541.390000 sec): 3 clusters
  Score: Raw -1076064.084310 + Penalty 4424.976742 = -1071639.107568
  nChanged 39
		SP:Iteration 27Q (2541.420000 sec): 3 clusters
  Score: Raw -1076097.053937 + Penalty 4424.976742 = -1071672.077195
  nChanged 39
		SP:Iteration 28Q (2541.440000 sec): 3 clusters
  Score: Raw -1076126.942379 + Penalty 4424.976742 = -1071701.965637
  nChanged 35
		SP:Iteration 29Q (2541.460000 sec): 3 clusters
  Score: Raw -1076152.019793 + Penalty 4424.976742 = -1071727.043051
  nChanged 27
		SP:Iteration 30Q (2541.480000 sec): 3 clusters
  Score: Raw -1076169.466709 + Penalty 4424.976742 = -1071744.489967
  nChanged 23
		SP:Iteration 31Q (2541.500000 sec): 3 clusters
  Score: Raw -1076183.507614 + Penalty 4424.976742 = -1071758.530872
  nChanged 16
		SP:Iteration 32Q (2541.520000 sec): 3 clusters
  Score: Raw -1076193.576003 + Penalty 4424.976742 = -1071768.599261
  nChanged 14
		SP:Iteration 33Q (2541.550000 sec): 3 clusters
  Score: Raw -1076209.073701 + Penalty 4424.976742 = -1071784.096959
  nChanged 21
		SP:Iteration 34Q (2541.570000 sec): 3 clusters
  Score: Raw -1076226.182315 + Penalty 4424.976742 = -1071801.205573
  nChanged 14
		SP:Iteration 35Q (2541.590000 sec): 3 clusters
  Score: Raw -1076235.893280 + Penalty 4424.976742 = -1071810.916538
  nChanged 11
		SP:Iteration 36Q (2541.610000 sec): 3 clusters
  Score: Raw -1076241.881229 + Penalty 4424.976742 = -1071816.904487
  nChanged 10
		SP:Iteration 37Q (2541.630000 sec): 3 clusters
  Score: Raw -1076248.099464 + Penalty 4424.976742 = -1071823.122722
  nChanged 14
		SP:Iteration 38Q (2541.660000 sec): 3 clusters
  Score: Raw -1076256.586483 + Penalty 4424.976742 = -1071831.609741
  nChanged 4
		SP:Iteration 39Q (2541.680000 sec): 3 clusters
  Score: Raw -1076259.244449 + Penalty 4424.976742 = -1071834.267707
  nChanged 5
		SP:Iteration 40F (2541.700000 sec): 3 clusters
  Score: Raw -1076262.429285 + Penalty 4424.976742 = -1071837.452543
  nChanged 5
		SP:Iteration 41Q (2541.720000 sec): 3 clusters
  Score: Raw -1076264.419646 + Penalty 4424.976742 = -1071839.442904
  nChanged 2
		SP:Iteration 42Q (2541.750000 sec): 3 clusters
  Score: Raw -1076265.733670 + Penalty 4424.976742 = -1071840.756928
  nChanged 0
		SP:Iteration 43F (2541.770000 sec): 3 clusters
  Score: Raw -1076265.733670 + Penalty 4424.976742 = -1071840.756928
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2541.780000 sec): 2 clusters
  Score: Raw -44434.578259 + Penalty 1441.904372 = -42992.673887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2541.780000 sec): 3 clusters
  Score: Raw -44612.963636 + Penalty 2883.808744 = -41729.154892
  nChanged 53
		SP:Iteration 1F (2541.780000 sec): 3 clusters
  Score: Raw -44836.449690 + Penalty 2883.808744 = -41952.640946
  nChanged 17
		SP:Iteration 2F (2541.780000 sec): 3 clusters
  Score: Raw -44905.273484 + Penalty 2883.808744 = -42021.464740
  nChanged 7
		SP:Iteration 3Q (2541.780000 sec): 3 clusters
  Score: Raw -44931.177552 + Penalty 2883.808744 = -42047.368808
  nChanged 6
		SP:Iteration 4Q (2541.780000 sec): 3 clusters
  Score: Raw -44964.541965 + Penalty 2883.808744 = -42080.733221
  nChanged 5
		SP:Iteration 5Q (2541.790000 sec): 3 clusters
  Score: Raw -44986.632943 + Penalty 2883.808744 = -42102.824199
  nChanged 5
		SP:Iteration 6Q (2541.790000 sec): 3 clusters
  Score: Raw -45007.358051 + Penalty 2883.808744 = -42123.549307
  nChanged 2
		SP:Iteration 7Q (2541.790000 sec): 3 clusters
  Score: Raw -45018.303287 + Penalty 2883.808744 = -42134.494543
  nChanged 1
		SP:Iteration 8Q (2541.790000 sec): 3 clusters
  Score: Raw -45022.399891 + Penalty 2883.808744 = -42138.591148
  nChanged 0
		SP:Iteration 9F (2541.790000 sec): 3 clusters
  Score: Raw -45022.399891 + Penalty 2883.808744 = -42138.591148
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2541.800000 sec): 2 clusters
  Score: Raw -280746.321684 + Penalty 1887.491492 = -278858.830192
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2541.810000 sec): 3 clusters
  Score: Raw -280130.144484 + Penalty 3774.982984 = -276355.161500
  nChanged 649
		SP:Iteration 1F (2541.820000 sec): 3 clusters
  Score: Raw -280816.352250 + Penalty 3774.982984 = -277041.369266
  nChanged 204
		SP:Iteration 2F (2541.820000 sec): 3 clusters
  Score: Raw -281292.210143 + Penalty 3774.982984 = -277517.227159
  nChanged 202
		SP:Iteration 3F (2541.830000 sec): 3 clusters
  Score: Raw -281754.188609 + Penalty 3774.982984 = -277979.205625
  nChanged 196
		SP:Iteration 4F (2541.840000 sec): 3 clusters
  Score: Raw -282065.433505 + Penalty 3774.982984 = -278290.450520
  nChanged 142
		SP:Iteration 5F (2541.840000 sec): 3 clusters
  Score: Raw -282254.565925 + Penalty 3774.982984 = -278479.582941
  nChanged 63
		SP:Iteration 6Q (2541.850000 sec): 3 clusters
  Score: Raw -282339.382090 + Penalty 3774.982984 = -278564.399106
  nChanged 39
		SP:Iteration 7Q (2541.860000 sec): 3 clusters
  Score: Raw -282398.053094 + Penalty 3774.982984 = -278623.070110
  nChanged 34
		SP:Iteration 8Q (2541.860000 sec): 3 clusters
  Score: Raw -282452.842416 + Penalty 3774.982984 = -278677.859432
  nChanged 23
		SP:Iteration 9Q (2541.870000 sec): 3 clusters
  Score: Raw -282487.871886 + Penalty 3774.982984 = -278712.888902
  nChanged 14
		SP:Iteration 10Q (2541.880000 sec): 3 clusters
  Score: Raw -282512.592503 + Penalty 3774.982984 = -278737.609519
  nChanged 8
		SP:Iteration 11Q (2541.880000 sec): 3 clusters
  Score: Raw -282524.988985 + Penalty 3774.982984 = -278750.006001
  nChanged 5
		SP:Iteration 12Q (2541.890000 sec): 3 clusters
  Score: Raw -282535.049931 + Penalty 3774.982984 = -278760.066947
  nChanged 3
		SP:Iteration 13Q (2541.900000 sec): 3 clusters
  Score: Raw -282540.562445 + Penalty 3774.982984 = -278765.579461
  nChanged 2
		SP:Iteration 14Q (2541.900000 sec): 3 clusters
  Score: Raw -282543.237617 + Penalty 3774.982984 = -278768.254633
  nChanged 1
		SP:Iteration 15Q (2541.910000 sec): 3 clusters
  Score: Raw -282544.547855 + Penalty 3774.982984 = -278769.564871
  nChanged 0
		SP:Iteration 16F (2541.920000 sec): 3 clusters
  Score: Raw -282544.547855 + Penalty 3774.982984 = -278769.564871
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (20342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2541.990000 sec): 2 clusters
  Score: Raw -2855495.950845 + Penalty 2460.269862 = -2853035.680983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2542.070000 sec): 3 clusters
  Score: Raw -2843678.963396 + Penalty 4920.539725 = -2838758.423671
  nChanged 9010
		SP:Iteration 1F (2542.140000 sec): 3 clusters
  Score: Raw -2848489.989086 + Penalty 4920.539725 = -2843569.449361
  nChanged 1029
		SP:Iteration 2F (2542.220000 sec): 3 clusters
  Score: Raw -2848867.502831 + Penalty 4920.539725 = -2843946.963107
  nChanged 933
		SP:Iteration 3Q (2542.290000 sec): 3 clusters
  Score: Raw -2849223.190317 + Penalty 4920.539725 = -2844302.650593
  nChanged 872
		SP:Iteration 4Q (2542.370000 sec): 3 clusters
  Score: Raw -2849576.098568 + Penalty 4920.539725 = -2844655.558843
  nChanged 833
		SP:Iteration 5Q (2542.440000 sec): 3 clusters
  Score: Raw -2849930.979034 + Penalty 4920.539725 = -2845010.439309
  nChanged 797
		SP:Iteration 6Q (2542.520000 sec): 3 clusters
  Score: Raw -2850292.030842 + Penalty 4920.539725 = -2845371.491118
  nChanged 792
		SP:Iteration 7Q (2542.600000 sec): 3 clusters
  Score: Raw -2850674.056066 + Penalty 4920.539725 = -2845753.516341
  nChanged 857
		SP:Iteration 8Q (2542.670000 sec): 3 clusters
  Score: Raw -2851145.238359 + Penalty 4920.539725 = -2846224.698635
  nChanged 855
		SP:Iteration 9Q (2542.750000 sec): 3 clusters
  Score: Raw -2851673.952961 + Penalty 4920.539725 = -2846753.413236
  nChanged 937
		SP:Iteration 10Q (2542.820000 sec): 3 clusters
  Score: Raw -2852317.746297 + Penalty 4920.539725 = -2847397.206573
  nChanged 947
		SP:Iteration 11Q (2542.900000 sec): 3 clusters
  Score: Raw -2852984.359046 + Penalty 4920.539725 = -2848063.819322
  nChanged 838
		SP:Iteration 12Q (2542.970000 sec): 3 clusters
  Score: Raw -2853602.247741 + Penalty 4920.539725 = -2848681.708016
  nChanged 784
		SP:Iteration 13Q (2543.040000 sec): 3 clusters
  Score: Raw -2854231.927658 + Penalty 4920.539725 = -2849311.387934
  nChanged 633
		SP:Iteration 14Q (2543.110000 sec): 3 clusters
  Score: Raw -2854704.665372 + Penalty 4920.539725 = -2849784.125647
  nChanged 486
		SP:Iteration 15Q (2543.180000 sec): 3 clusters
  Score: Raw -2855017.745347 + Penalty 4920.539725 = -2850097.205623
  nChanged 383
		SP:Iteration 16Q (2543.240000 sec): 3 clusters
  Score: Raw -2855234.640137 + Penalty 4920.539725 = -2850314.100412
  nChanged 305
		SP:Iteration 17Q (2543.310000 sec): 3 clusters
  Score: Raw -2855408.776176 + Penalty 4920.539725 = -2850488.236452
  nChanged 244
		SP:Iteration 18Q (2543.370000 sec): 3 clusters
  Score: Raw -2855528.957094 + Penalty 4920.539725 = -2850608.417370
  nChanged 196
		SP:Iteration 19Q (2543.440000 sec): 3 clusters
  Score: Raw -2855616.235218 + Penalty 4920.539725 = -2850695.695493
  nChanged 164
		SP:Iteration 20F (2543.510000 sec): 3 clusters
  Score: Raw -2855687.751607 + Penalty 4920.539725 = -2850767.211882
  nChanged 146
		SP:Iteration 21Q (2543.570000 sec): 3 clusters
  Score: Raw -2855748.927126 + Penalty 4920.539725 = -2850828.387402
  nChanged 135
		SP:Iteration 22Q (2543.630000 sec): 3 clusters
  Score: Raw -2855800.164776 + Penalty 4920.539725 = -2850879.625051
  nChanged 103
		SP:Iteration 23Q (2543.700000 sec): 3 clusters
  Score: Raw -2855843.019903 + Penalty 4920.539725 = -2850922.480178
  nChanged 99
		SP:Iteration 24Q (2543.760000 sec): 3 clusters
  Score: Raw -2855876.569103 + Penalty 4920.539725 = -2850956.029378
  nChanged 68
		SP:Iteration 25Q (2543.820000 sec): 3 clusters
  Score: Raw -2855900.765801 + Penalty 4920.539725 = -2850980.226076
  nChanged 59
		SP:Iteration 26Q (2543.880000 sec): 3 clusters
  Score: Raw -2855923.375305 + Penalty 4920.539725 = -2851002.835581
  nChanged 57
		SP:Iteration 27Q (2543.940000 sec): 3 clusters
  Score: Raw -2855942.396824 + Penalty 4920.539725 = -2851021.857100
  nChanged 56
		SP:Iteration 28Q (2544.000000 sec): 3 clusters
  Score: Raw -2855961.525245 + Penalty 4920.539725 = -2851040.985520
  nChanged 66
		SP:Iteration 29Q (2544.060000 sec): 3 clusters
  Score: Raw -2855985.139724 + Penalty 4920.539725 = -2851064.600000
  nChanged 59
		SP:Iteration 30Q (2544.120000 sec): 3 clusters
  Score: Raw -2856001.773144 + Penalty 4920.539725 = -2851081.233419
  nChanged 39
		SP:Iteration 31Q (2544.180000 sec): 3 clusters
  Score: Raw -2856012.236054 + Penalty 4920.539725 = -2851091.696329
  nChanged 33
		SP:Iteration 32Q (2544.240000 sec): 3 clusters
  Score: Raw -2856019.646566 + Penalty 4920.539725 = -2851099.106842
  nChanged 19
		SP:Iteration 33Q (2544.300000 sec): 3 clusters
  Score: Raw -2856025.267123 + Penalty 4920.539725 = -2851104.727399
  nChanged 24
		SP:Iteration 34Q (2544.360000 sec): 3 clusters
  Score: Raw -2856031.175057 + Penalty 4920.539725 = -2851110.635332
  nChanged 23
		SP:Iteration 35Q (2544.420000 sec): 3 clusters
  Score: Raw -2856038.529077 + Penalty 4920.539725 = -2851117.989353
  nChanged 25
		SP:Iteration 36Q (2544.480000 sec): 3 clusters
  Score: Raw -2856045.788017 + Penalty 4920.539725 = -2851125.248292
  nChanged 26
		SP:Iteration 37Q (2544.540000 sec): 3 clusters
  Score: Raw -2856052.538299 + Penalty 4920.539725 = -2851131.998574
  nChanged 17
		SP:Iteration 38Q (2544.600000 sec): 3 clusters
  Score: Raw -2856058.057719 + Penalty 4920.539725 = -2851137.517994
  nChanged 23
		SP:Iteration 39Q (2544.660000 sec): 3 clusters
  Score: Raw -2856064.562795 + Penalty 4920.539725 = -2851144.023071
  nChanged 21
		SP:Iteration 40F (2544.730000 sec): 3 clusters
  Score: Raw -2856070.918628 + Penalty 4920.539725 = -2851150.378903
  nChanged 19
		SP:Iteration 41Q (2544.790000 sec): 3 clusters
  Score: Raw -2856074.844899 + Penalty 4920.539725 = -2851154.305174
  nChanged 14
		SP:Iteration 42Q (2544.850000 sec): 3 clusters
  Score: Raw -2856078.054471 + Penalty 4920.539725 = -2851157.514747
  nChanged 10
		SP:Iteration 43Q (2544.910000 sec): 3 clusters
  Score: Raw -2856080.636657 + Penalty 4920.539725 = -2851160.096932
  nChanged 12
		SP:Iteration 44Q (2544.970000 sec): 3 clusters
  Score: Raw -2856084.017043 + Penalty 4920.539725 = -2851163.477318
  nChanged 12
		SP:Iteration 45Q (2545.030000 sec): 3 clusters
  Score: Raw -2856087.162325 + Penalty 4920.539725 = -2851166.622600
  nChanged 12
		SP:Iteration 46Q (2545.080000 sec): 3 clusters
  Score: Raw -2856089.783334 + Penalty 4920.539725 = -2851169.243610
  nChanged 9
		SP:Iteration 47Q (2545.140000 sec): 3 clusters
  Score: Raw -2856091.794490 + Penalty 4920.539725 = -2851171.254765
  nChanged 7
		SP:Iteration 48Q (2545.200000 sec): 3 clusters
  Score: Raw -2856094.046709 + Penalty 4920.539725 = -2851173.506984
  nChanged 8
		SP:Iteration 49Q (2545.260000 sec): 3 clusters
  Score: Raw -2856096.066681 + Penalty 4920.539725 = -2851175.526956
  nChanged 7
		SP:Iteration 50Q (2545.320000 sec): 3 clusters
  Score: Raw -2856098.079820 + Penalty 4920.539725 = -2851177.540095
  nChanged 6
		SP:Iteration 51Q (2545.380000 sec): 3 clusters
  Score: Raw -2856099.758852 + Penalty 4920.539725 = -2851179.219127
  nChanged 6
		SP:Iteration 52Q (2545.440000 sec): 3 clusters
  Score: Raw -2856100.648574 + Penalty 4920.539725 = -2851180.108850
  nChanged 1
		SP:Iteration 53Q (2545.500000 sec): 3 clusters
  Score: Raw -2856100.814609 + Penalty 4920.539725 = -2851180.274885
  nChanged 0
		SP:Iteration 54F (2545.580000 sec): 3 clusters
  Score: Raw -2856100.814609 + Penalty 4920.539725 = -2851180.274885
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (42946 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2545.720000 sec): 2 clusters
  Score: Raw -6627377.884178 + Penalty 2645.589300 = -6624732.294878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2545.880000 sec): 3 clusters
  Score: Raw -6600913.734960 + Penalty 5291.178601 = -6595622.556359
  nChanged 19782
		SP:Iteration 1F (2546.050000 sec): 3 clusters
  Score: Raw -6611843.645698 + Penalty 5291.178601 = -6606552.467097
  nChanged 2066
		SP:Iteration 2Q (2546.220000 sec): 3 clusters
  Score: Raw -6612588.734603 + Penalty 5291.178601 = -6607297.556002
  nChanged 2188
		SP:Iteration 3F (2546.380000 sec): 3 clusters
  Score: Raw -6613617.246153 + Penalty 5291.178601 = -6608326.067552
  nChanged 2637
		SP:Iteration 4F (2546.540000 sec): 3 clusters
  Score: Raw -6615217.619952 + Penalty 5291.178601 = -6609926.441352
  nChanged 3172
		SP:Iteration 5F (2546.700000 sec): 3 clusters
  Score: Raw -6617596.543686 + Penalty 5291.178601 = -6612305.365085
  nChanged 3340
		SP:Iteration 6F (2546.860000 sec): 3 clusters
  Score: Raw -6620378.695609 + Penalty 5291.178601 = -6615087.517009
  nChanged 2923
		SP:Iteration 7F (2547.020000 sec): 3 clusters
  Score: Raw -6622842.261760 + Penalty 5291.178601 = -6617551.083160
  nChanged 2189
		SP:Iteration 8F (2547.190000 sec): 3 clusters
  Score: Raw -6624563.951350 + Penalty 5291.178601 = -6619272.772750
  nChanged 1489
		SP:Iteration 9Q (2547.360000 sec): 3 clusters
  Score: Raw -6625643.517054 + Penalty 5291.178601 = -6620352.338453
  nChanged 950
		SP:Iteration 10Q (2547.510000 sec): 3 clusters
  Score: Raw -6626281.464802 + Penalty 5291.178601 = -6620990.286201
  nChanged 622
		SP:Iteration 11Q (2547.660000 sec): 3 clusters
  Score: Raw -6626721.282611 + Penalty 5291.178601 = -6621430.104010
  nChanged 443
		SP:Iteration 12Q (2547.800000 sec): 3 clusters
  Score: Raw -6627106.191095 + Penalty 5291.178601 = -6621815.012495
  nChanged 298
		SP:Iteration 13Q (2547.940000 sec): 3 clusters
  Score: Raw -6627424.849959 + Penalty 5291.178601 = -6622133.671358
  nChanged 213
		SP:Iteration 14Q (2548.060000 sec): 3 clusters
  Score: Raw -6627603.859764 + Penalty 5291.178601 = -6622312.681164
  nChanged 177
		SP:Iteration 15Q (2548.190000 sec): 3 clusters
  Score: Raw -6627704.338975 + Penalty 5291.178601 = -6622413.160374
  nChanged 137
		SP:Iteration 16Q (2548.310000 sec): 3 clusters
  Score: Raw -6627762.761272 + Penalty 5291.178601 = -6622471.582672
  nChanged 89
		SP:Iteration 17Q (2548.440000 sec): 3 clusters
  Score: Raw -6627800.750327 + Penalty 5291.178601 = -6622509.571726
  nChanged 84
		SP:Iteration 18Q (2548.560000 sec): 3 clusters
  Score: Raw -6627837.915075 + Penalty 5291.178601 = -6622546.736474
  nChanged 73
		SP:Iteration 19Q (2548.680000 sec): 3 clusters
  Score: Raw -6627869.394717 + Penalty 5291.178601 = -6622578.216116
  nChanged 73
		SP:Iteration 20F (2548.840000 sec): 3 clusters
  Score: Raw -6627905.162996 + Penalty 5291.178601 = -6622613.984395
  nChanged 66
		SP:Iteration 21Q (2548.960000 sec): 3 clusters
  Score: Raw -6627929.189901 + Penalty 5291.178601 = -6622638.011300
  nChanged 52
		SP:Iteration 22Q (2549.080000 sec): 3 clusters
  Score: Raw -6627944.687983 + Penalty 5291.178601 = -6622653.509382
  nChanged 42
		SP:Iteration 23Q (2549.190000 sec): 3 clusters
  Score: Raw -6627958.687205 + Penalty 5291.178601 = -6622667.508604
  nChanged 37
		SP:Iteration 24Q (2549.310000 sec): 3 clusters
  Score: Raw -6627970.856772 + Penalty 5291.178601 = -6622679.678172
  nChanged 38
		SP:Iteration 25Q (2549.430000 sec): 3 clusters
  Score: Raw -6627985.196282 + Penalty 5291.178601 = -6622694.017682
  nChanged 39
		SP:Iteration 26Q (2549.540000 sec): 3 clusters
  Score: Raw -6627997.936214 + Penalty 5291.178601 = -6622706.757613
  nChanged 36
		SP:Iteration 27Q (2549.660000 sec): 3 clusters
  Score: Raw -6628008.689562 + Penalty 5291.178601 = -6622717.510962
  nChanged 23
		SP:Iteration 28Q (2549.780000 sec): 3 clusters
  Score: Raw -6628014.907118 + Penalty 5291.178601 = -6622723.728518
  nChanged 22
		SP:Iteration 29Q (2549.890000 sec): 3 clusters
  Score: Raw -6628021.113320 + Penalty 5291.178601 = -6622729.934719
  nChanged 23
		SP:Iteration 30Q (2550.010000 sec): 3 clusters
  Score: Raw -6628027.150645 + Penalty 5291.178601 = -6622735.972044
  nChanged 19
		SP:Iteration 31Q (2550.120000 sec): 3 clusters
  Score: Raw -6628032.190596 + Penalty 5291.178601 = -6622741.011995
  nChanged 12
		SP:Iteration 32Q (2550.240000 sec): 3 clusters
  Score: Raw -6628034.579049 + Penalty 5291.178601 = -6622743.400449
  nChanged 8
		SP:Iteration 33Q (2550.360000 sec): 3 clusters
  Score: Raw -6628036.735825 + Penalty 5291.178601 = -6622745.557225
  nChanged 10
		SP:Iteration 34Q (2550.480000 sec): 3 clusters
  Score: Raw -6628039.011975 + Penalty 5291.178601 = -6622747.833375
  nChanged 9
		SP:Iteration 35Q (2550.600000 sec): 3 clusters
  Score: Raw -6628041.248165 + Penalty 5291.178601 = -6622750.069564
  nChanged 11
		SP:Iteration 36Q (2550.710000 sec): 3 clusters
  Score: Raw -6628043.621048 + Penalty 5291.178601 = -6622752.442447
  nChanged 12
		SP:Iteration 37Q (2550.830000 sec): 3 clusters
  Score: Raw -6628046.213621 + Penalty 5291.178601 = -6622755.035021
  nChanged 9
		SP:Iteration 38Q (2550.950000 sec): 3 clusters
  Score: Raw -6628048.396963 + Penalty 5291.178601 = -6622757.218362
  nChanged 7
		SP:Iteration 39Q (2551.060000 sec): 3 clusters
  Score: Raw -6628049.779584 + Penalty 5291.178601 = -6622758.600983
  nChanged 4
		SP:Iteration 40F (2551.220000 sec): 3 clusters
  Score: Raw -6628050.732138 + Penalty 5291.178601 = -6622759.553537
  nChanged 5
		SP:Iteration 41Q (2551.340000 sec): 3 clusters
  Score: Raw -6628051.648487 + Penalty 5291.178601 = -6622760.469886
  nChanged 5
		SP:Iteration 42Q (2551.460000 sec): 3 clusters
  Score: Raw -6628052.870241 + Penalty 5291.178601 = -6622761.691640
  nChanged 4
		SP:Iteration 43Q (2551.580000 sec): 3 clusters
  Score: Raw -6628053.499619 + Penalty 5291.178601 = -6622762.321019
  nChanged 1
		SP:Iteration 44Q (2551.700000 sec): 3 clusters
  Score: Raw -6628053.529338 + Penalty 5291.178601 = -6622762.350737
  nChanged 0
		SP:Iteration 45F (2551.860000 sec): 3 clusters
  Score: Raw -6628053.529338 + Penalty 5291.178601 = -6622762.350737
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2552.240000 sec): 2 clusters
  Score: Raw -17415139.139412 + Penalty 2899.371242 = -17412239.768170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2552.700000 sec): 3 clusters
  Score: Raw -17338076.553326 + Penalty 5798.742483 = -17332277.810843
  nChanged 56904
		SP:Iteration 1F (2553.150000 sec): 3 clusters
  Score: Raw -17371284.064880 + Penalty 5798.742483 = -17365485.322397
  nChanged 4344
		SP:Iteration 2Q (2553.600000 sec): 3 clusters
  Score: Raw -17372626.339857 + Penalty 5798.742483 = -17366827.597374
  nChanged 4847
		SP:Iteration 3Q (2554.070000 sec): 3 clusters
  Score: Raw -17374472.313142 + Penalty 5798.742483 = -17368673.570658
  nChanged 5516
		SP:Iteration 4Q (2554.530000 sec): 3 clusters
  Score: Raw -17377029.226917 + Penalty 5798.742483 = -17371230.484434
  nChanged 6192
		SP:Iteration 5F (2554.980000 sec): 3 clusters
  Score: Raw -17380363.241329 + Penalty 5798.742483 = -17374564.498845
  nChanged 6757
		SP:Iteration 6F (2555.430000 sec): 3 clusters
  Score: Raw -17384455.075314 + Penalty 5798.742483 = -17378656.332831
  nChanged 7108
		SP:Iteration 7F (2555.880000 sec): 3 clusters
  Score: Raw -17388880.211635 + Penalty 5798.742483 = -17383081.469151
  nChanged 6742
		SP:Iteration 8F (2556.330000 sec): 3 clusters
  Score: Raw -17392873.489705 + Penalty 5798.742483 = -17387074.747222
  nChanged 6096
		SP:Iteration 9F (2556.780000 sec): 3 clusters
  Score: Raw -17396313.769922 + Penalty 5798.742483 = -17390515.027439
  nChanged 5290
		SP:Iteration 10Q (2557.220000 sec): 3 clusters
  Score: Raw -17399082.807971 + Penalty 5798.742483 = -17393284.065488
  nChanged 4365
		SP:Iteration 11Q (2557.650000 sec): 3 clusters
  Score: Raw -17401264.051775 + Penalty 5798.742483 = -17395465.309291
  nChanged 3575
		SP:Iteration 12Q (2558.090000 sec): 3 clusters
  Score: Raw -17402967.819977 + Penalty 5798.742483 = -17397169.077493
  nChanged 2965
		SP:Iteration 13Q (2558.520000 sec): 3 clusters
  Score: Raw -17404505.149486 + Penalty 5798.742483 = -17398706.407003
  nChanged 2682
		SP:Iteration 14Q (2558.940000 sec): 3 clusters
  Score: Raw -17405932.696609 + Penalty 5798.742483 = -17400133.954126
  nChanged 2601
		SP:Iteration 15Q (2559.360000 sec): 3 clusters
  Score: Raw -17407272.048687 + Penalty 5798.742483 = -17401473.306204
  nChanged 2488
		SP:Iteration 16Q (2559.780000 sec): 3 clusters
  Score: Raw -17408358.568274 + Penalty 5798.742483 = -17402559.825791
  nChanged 2383
		SP:Iteration 17Q (2560.200000 sec): 3 clusters
  Score: Raw -17409354.103175 + Penalty 5798.742483 = -17403555.360692
  nChanged 2208
		SP:Iteration 18Q (2560.610000 sec): 3 clusters
  Score: Raw -17410248.673501 + Penalty 5798.742483 = -17404449.931017
  nChanged 2006
		SP:Iteration 19Q (2561.030000 sec): 3 clusters
  Score: Raw -17411038.086562 + Penalty 5798.742483 = -17405239.344078
  nChanged 1830
		SP:Iteration 20F (2561.470000 sec): 3 clusters
  Score: Raw -17411785.700392 + Penalty 5798.742483 = -17405986.957908
  nChanged 1760
		SP:Iteration 21Q (2561.890000 sec): 3 clusters
  Score: Raw -17412526.187226 + Penalty 5798.742483 = -17406727.444742
  nChanged 1707
		SP:Iteration 22Q (2562.300000 sec): 3 clusters
  Score: Raw -17413215.235184 + Penalty 5798.742483 = -17407416.492701
  nChanged 1583
		SP:Iteration 23Q (2562.720000 sec): 3 clusters
  Score: Raw -17413816.215913 + Penalty 5798.742483 = -17408017.473429
  nChanged 1532
		SP:Iteration 24Q (2563.140000 sec): 3 clusters
  Score: Raw -17414341.441511 + Penalty 5798.742483 = -17408542.699028
  nChanged 1433
		SP:Iteration 25Q (2563.590000 sec): 3 clusters
  Score: Raw -17414800.634970 + Penalty 5798.742483 = -17409001.892486
  nChanged 1349
		SP:Iteration 26Q (2564.020000 sec): 3 clusters
  Score: Raw -17415189.583498 + Penalty 5798.742483 = -17409390.841015
  nChanged 1259
		SP:Iteration 27Q (2564.450000 sec): 3 clusters
  Score: Raw -17415505.175156 + Penalty 5798.742483 = -17409706.432673
  nChanged 1101
		SP:Iteration 28Q (2564.890000 sec): 3 clusters
  Score: Raw -17415743.998271 + Penalty 5798.742483 = -17409945.255787
  nChanged 939
		SP:Iteration 29Q (2565.310000 sec): 3 clusters
  Score: Raw -17415909.943398 + Penalty 5798.742483 = -17410111.200915
  nChanged 769
		SP:Iteration 30Q (2565.740000 sec): 3 clusters
  Score: Raw -17416024.883642 + Penalty 5798.742483 = -17410226.141159
  nChanged 701
		SP:Iteration 31Q (2566.170000 sec): 3 clusters
  Score: Raw -17416119.560686 + Penalty 5798.742483 = -17410320.818203
  nChanged 646
		SP:Iteration 32Q (2566.590000 sec): 3 clusters
  Score: Raw -17416200.606340 + Penalty 5798.742483 = -17410401.863857
  nChanged 627
		SP:Iteration 33Q (2567.030000 sec): 3 clusters
  Score: Raw -17416273.944570 + Penalty 5798.742483 = -17410475.202087
  nChanged 558
		SP:Iteration 34Q (2567.470000 sec): 3 clusters
  Score: Raw -17416332.588514 + Penalty 5798.742483 = -17410533.846030
  nChanged 500
		SP:Iteration 35Q (2567.900000 sec): 3 clusters
  Score: Raw -17416380.789719 + Penalty 5798.742483 = -17410582.047235
  nChanged 470
		SP:Iteration 36Q (2568.340000 sec): 3 clusters
  Score: Raw -17416422.310796 + Penalty 5798.742483 = -17410623.568313
  nChanged 413
		SP:Iteration 37Q (2568.770000 sec): 3 clusters
  Score: Raw -17416454.635552 + Penalty 5798.742483 = -17410655.893068
  nChanged 352
		SP:Iteration 38Q (2569.210000 sec): 3 clusters
  Score: Raw -17416479.066632 + Penalty 5798.742483 = -17410680.324148
  nChanged 273
		SP:Iteration 39Q (2569.650000 sec): 3 clusters
  Score: Raw -17416496.276435 + Penalty 5798.742483 = -17410697.533952
  nChanged 260
		SP:Iteration 40F (2570.130000 sec): 3 clusters
  Score: Raw -17416516.968610 + Penalty 5798.742483 = -17410718.226126
  nChanged 228
		SP:Iteration 41Q (2570.590000 sec): 3 clusters
  Score: Raw -17416529.831365 + Penalty 5798.742483 = -17410731.088882
  nChanged 201
		SP:Iteration 42Q (2571.050000 sec): 3 clusters
  Score: Raw -17416539.657135 + Penalty 5798.742483 = -17410740.914651
  nChanged 176
		SP:Iteration 43Q (2571.510000 sec): 3 clusters
  Score: Raw -17416546.991896 + Penalty 5798.742483 = -17410748.249413
  nChanged 130
		SP:Iteration 44Q (2571.970000 sec): 3 clusters
  Score: Raw -17416551.503228 + Penalty 5798.742483 = -17410752.760745
  nChanged 110
		SP:Iteration 45Q (2572.420000 sec): 3 clusters
  Score: Raw -17416555.152758 + Penalty 5798.742483 = -17410756.410275
  nChanged 86
		SP:Iteration 46Q (2572.880000 sec): 3 clusters
  Score: Raw -17416557.675508 + Penalty 5798.742483 = -17410758.933025
  nChanged 88
		SP:Iteration 47Q (2573.330000 sec): 3 clusters
  Score: Raw -17416560.140679 + Penalty 5798.742483 = -17410761.398196
  nChanged 80
		SP:Iteration 48Q (2573.790000 sec): 3 clusters
  Score: Raw -17416562.639107 + Penalty 5798.742483 = -17410763.896623
  nChanged 67
		SP:Iteration 49Q (2574.250000 sec): 3 clusters
  Score: Raw -17416564.656587 + Penalty 5798.742483 = -17410765.914104
  nChanged 60
		SP:Iteration 50Q (2574.690000 sec): 3 clusters
  Score: Raw -17416566.156315 + Penalty 5798.742483 = -17410767.413832
  nChanged 50
		SP:Iteration 51Q (2575.140000 sec): 3 clusters
  Score: Raw -17416567.242991 + Penalty 5798.742483 = -17410768.500507
  nChanged 47
		SP:Iteration 52Q (2575.580000 sec): 3 clusters
  Score: Raw -17416568.182856 + Penalty 5798.742483 = -17410769.440372
  nChanged 42
		SP:Iteration 53Q (2576.010000 sec): 3 clusters
  Score: Raw -17416568.990369 + Penalty 5798.742483 = -17410770.247885
  nChanged 45
		SP:Iteration 54Q (2576.450000 sec): 3 clusters
  Score: Raw -17416569.852148 + Penalty 5798.742483 = -17410771.109665
  nChanged 32
		SP:Iteration 55Q (2576.890000 sec): 3 clusters
  Score: Raw -17416570.404405 + Penalty 5798.742483 = -17410771.661921
  nChanged 23
		SP:Iteration 56Q (2577.330000 sec): 3 clusters
  Score: Raw -17416570.745845 + Penalty 5798.742483 = -17410772.003361
  nChanged 19
		SP:Iteration 57Q (2577.770000 sec): 3 clusters
  Score: Raw -17416570.977122 + Penalty 5798.742483 = -17410772.234639
  nChanged 10
		SP:Iteration 58Q (2578.220000 sec): 3 clusters
  Score: Raw -17416571.119291 + Penalty 5798.742483 = -17410772.376808
  nChanged 6
		SP:Iteration 59Q (2578.660000 sec): 3 clusters
  Score: Raw -17416571.246085 + Penalty 5798.742483 = -17410772.503602
  nChanged 8
		SP:Iteration 60F (2579.130000 sec): 3 clusters
  Score: Raw -17416571.398399 + Penalty 5798.742483 = -17410772.655916
  nChanged 9
		SP:Iteration 61Q (2579.570000 sec): 3 clusters
  Score: Raw -17416571.500629 + Penalty 5798.742483 = -17410772.758146
  nChanged 9
		SP:Iteration 62Q (2580.010000 sec): 3 clusters
  Score: Raw -17416571.594010 + Penalty 5798.742483 = -17410772.851527
  nChanged 7
		SP:Iteration 63Q (2580.450000 sec): 3 clusters
  Score: Raw -17416571.742018 + Penalty 5798.742483 = -17410772.999534
  nChanged 8
		SP:Iteration 64Q (2580.890000 sec): 3 clusters
  Score: Raw -17416571.860155 + Penalty 5798.742483 = -17410773.117672
  nChanged 6
		SP:Iteration 65Q (2581.330000 sec): 3 clusters
  Score: Raw -17416571.915282 + Penalty 5798.742483 = -17410773.172799
  nChanged 4
		SP:Iteration 66Q (2581.780000 sec): 3 clusters
  Score: Raw -17416571.955211 + Penalty 5798.742483 = -17410773.212728
  nChanged 5
		SP:Iteration 67Q (2582.220000 sec): 3 clusters
  Score: Raw -17416572.022831 + Penalty 5798.742483 = -17410773.280348
  nChanged 3
		SP:Iteration 68Q (2582.670000 sec): 3 clusters
  Score: Raw -17416572.039362 + Penalty 5798.742483 = -17410773.296878
  nChanged 1
		SP:Iteration 69Q (2583.100000 sec): 3 clusters
  Score: Raw -17416572.053074 + Penalty 5798.742483 = -17410773.310591
  nChanged 0
		SP:Iteration 70F (2583.570000 sec): 3 clusters
  Score: Raw -17416572.053074 + Penalty 5798.742483 = -17410773.310591
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11678 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2583.650000 sec): 2 clusters
  Score: Raw -1781473.905521 + Penalty 2322.634578 = -1779151.270943
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2583.700000 sec): 3 clusters
  Score: Raw -1775037.519122 + Penalty 4645.269156 = -1770392.249965
  nChanged 4849
		SP:Iteration 1F (2583.750000 sec): 3 clusters
  Score: Raw -1777627.392617 + Penalty 4645.269156 = -1772982.123460
  nChanged 672
		SP:Iteration 2F (2583.790000 sec): 3 clusters
  Score: Raw -1777903.166062 + Penalty 4645.269156 = -1773257.896906
  nChanged 547
		SP:Iteration 3Q (2583.840000 sec): 3 clusters
  Score: Raw -1778116.988361 + Penalty 4645.269156 = -1773471.719205
  nChanged 426
		SP:Iteration 4Q (2583.890000 sec): 3 clusters
  Score: Raw -1778282.932755 + Penalty 4645.269156 = -1773637.663599
  nChanged 372
		SP:Iteration 5Q (2583.940000 sec): 3 clusters
  Score: Raw -1778424.277025 + Penalty 4645.269156 = -1773779.007869
  nChanged 334
		SP:Iteration 6Q (2583.990000 sec): 3 clusters
  Score: Raw -1778540.236583 + Penalty 4645.269156 = -1773894.967426
  nChanged 296
		SP:Iteration 7Q (2584.030000 sec): 3 clusters
  Score: Raw -1778638.128887 + Penalty 4645.269156 = -1773992.859730
  nChanged 279
		SP:Iteration 8Q (2584.080000 sec): 3 clusters
  Score: Raw -1778731.494006 + Penalty 4645.269156 = -1774086.224850
  nChanged 263
		SP:Iteration 9Q (2584.130000 sec): 3 clusters
  Score: Raw -1778809.216759 + Penalty 4645.269156 = -1774163.947603
  nChanged 224
		SP:Iteration 10Q (2584.170000 sec): 3 clusters
  Score: Raw -1778876.289003 + Penalty 4645.269156 = -1774231.019847
  nChanged 214
		SP:Iteration 11Q (2584.220000 sec): 3 clusters
  Score: Raw -1778935.828280 + Penalty 4645.269156 = -1774290.559124
  nChanged 213
		SP:Iteration 12Q (2584.270000 sec): 3 clusters
  Score: Raw -1779000.266748 + Penalty 4645.269156 = -1774354.997591
  nChanged 184
		SP:Iteration 13Q (2584.320000 sec): 3 clusters
  Score: Raw -1779062.455601 + Penalty 4645.269156 = -1774417.186445
  nChanged 193
		SP:Iteration 14Q (2584.370000 sec): 3 clusters
  Score: Raw -1779121.110861 + Penalty 4645.269156 = -1774475.841705
  nChanged 190
		SP:Iteration 15Q (2584.420000 sec): 3 clusters
  Score: Raw -1779183.820157 + Penalty 4645.269156 = -1774538.551001
  nChanged 187
		SP:Iteration 16Q (2584.460000 sec): 3 clusters
  Score: Raw -1779243.659202 + Penalty 4645.269156 = -1774598.390046
  nChanged 194
		SP:Iteration 17Q (2584.510000 sec): 3 clusters
  Score: Raw -1779299.987032 + Penalty 4645.269156 = -1774654.717875
  nChanged 177
		SP:Iteration 18Q (2584.560000 sec): 3 clusters
  Score: Raw -1779351.173182 + Penalty 4645.269156 = -1774705.904025
  nChanged 170
		SP:Iteration 19Q (2584.600000 sec): 3 clusters
  Score: Raw -1779396.555735 + Penalty 4645.269156 = -1774751.286579
  nChanged 154
		SP:Iteration 20F (2584.650000 sec): 3 clusters
  Score: Raw -1779439.739005 + Penalty 4645.269156 = -1774794.469849
  nChanged 171
		SP:Iteration 21Q (2584.700000 sec): 3 clusters
  Score: Raw -1779488.263458 + Penalty 4645.269156 = -1774842.994301
  nChanged 178
		SP:Iteration 22Q (2584.750000 sec): 3 clusters
  Score: Raw -1779544.037702 + Penalty 4645.269156 = -1774898.768546
  nChanged 185
		SP:Iteration 23Q (2584.800000 sec): 3 clusters
  Score: Raw -1779603.218126 + Penalty 4645.269156 = -1774957.948969
  nChanged 175
		SP:Iteration 24Q (2584.850000 sec): 3 clusters
  Score: Raw -1779656.772029 + Penalty 4645.269156 = -1775011.502873
  nChanged 182
		SP:Iteration 25Q (2584.900000 sec): 3 clusters
  Score: Raw -1779716.925788 + Penalty 4645.269156 = -1775071.656632
  nChanged 179
		SP:Iteration 26Q (2584.940000 sec): 3 clusters
  Score: Raw -1779778.062711 + Penalty 4645.269156 = -1775132.793555
  nChanged 196
		SP:Iteration 27Q (2584.990000 sec): 3 clusters
  Score: Raw -1779848.760501 + Penalty 4645.269156 = -1775203.491345
  nChanged 214
		SP:Iteration 28Q (2585.040000 sec): 3 clusters
  Score: Raw -1779923.438633 + Penalty 4645.269156 = -1775278.169477
  nChanged 209
		SP:Iteration 29Q (2585.080000 sec): 3 clusters
  Score: Raw -1780003.570296 + Penalty 4645.269156 = -1775358.301140
  nChanged 218
		SP:Iteration 30Q (2585.130000 sec): 3 clusters
  Score: Raw -1780092.949074 + Penalty 4645.269156 = -1775447.679918
  nChanged 230
		SP:Iteration 31Q (2585.180000 sec): 3 clusters
  Score: Raw -1780185.520384 + Penalty 4645.269156 = -1775540.251227
  nChanged 242
		SP:Iteration 32Q (2585.220000 sec): 3 clusters
  Score: Raw -1780284.786316 + Penalty 4645.269156 = -1775639.517160
  nChanged 228
		SP:Iteration 33Q (2585.270000 sec): 3 clusters
  Score: Raw -1780386.088089 + Penalty 4645.269156 = -1775740.818933
  nChanged 250
		SP:Iteration 34Q (2585.310000 sec): 3 clusters
  Score: Raw -1780506.282598 + Penalty 4645.269156 = -1775861.013442
  nChanged 230
		SP:Iteration 35Q (2585.360000 sec): 3 clusters
  Score: Raw -1780614.626770 + Penalty 4645.269156 = -1775969.357613
  nChanged 195
		SP:Iteration 36Q (2585.400000 sec): 3 clusters
  Score: Raw -1780709.106674 + Penalty 4645.269156 = -1776063.837518
  nChanged 195
		SP:Iteration 37Q (2585.440000 sec): 3 clusters
  Score: Raw -1780809.892176 + Penalty 4645.269156 = -1776164.623020
  nChanged 202
		SP:Iteration 38Q (2585.490000 sec): 3 clusters
  Score: Raw -1780915.849075 + Penalty 4645.269156 = -1776270.579918
  nChanged 185
		SP:Iteration 39Q (2585.530000 sec): 3 clusters
  Score: Raw -1781012.295535 + Penalty 4645.269156 = -1776367.026378
  nChanged 175
		SP:Iteration 40F (2585.580000 sec): 3 clusters
  Score: Raw -1781104.684136 + Penalty 4645.269156 = -1776459.414980
  nChanged 160
		SP:Iteration 41Q (2585.620000 sec): 3 clusters
  Score: Raw -1781193.020329 + Penalty 4645.269156 = -1776547.751173
  nChanged 139
		SP:Iteration 42Q (2585.660000 sec): 3 clusters
  Score: Raw -1781274.927095 + Penalty 4645.269156 = -1776629.657938
  nChanged 122
		SP:Iteration 43Q (2585.700000 sec): 3 clusters
  Score: Raw -1781344.496866 + Penalty 4645.269156 = -1776699.227710
  nChanged 119
		SP:Iteration 44Q (2585.740000 sec): 3 clusters
  Score: Raw -1781411.962524 + Penalty 4645.269156 = -1776766.693368
  nChanged 93
		SP:Iteration 45Q (2585.770000 sec): 3 clusters
  Score: Raw -1781459.669280 + Penalty 4645.269156 = -1776814.400124
  nChanged 73
		SP:Iteration 46Q (2585.810000 sec): 3 clusters
  Score: Raw -1781501.969555 + Penalty 4645.269156 = -1776856.700399
  nChanged 52
		SP:Iteration 47Q (2585.850000 sec): 3 clusters
  Score: Raw -1781528.128938 + Penalty 4645.269156 = -1776882.859781
  nChanged 43
		SP:Iteration 48Q (2585.890000 sec): 3 clusters
  Score: Raw -1781549.467551 + Penalty 4645.269156 = -1776904.198395
  nChanged 47
		SP:Iteration 49Q (2585.920000 sec): 3 clusters
  Score: Raw -1781580.865960 + Penalty 4645.269156 = -1776935.596803
  nChanged 43
		SP:Iteration 50Q (2585.960000 sec): 3 clusters
  Score: Raw -1781608.331466 + Penalty 4645.269156 = -1776963.062309
  nChanged 39
		SP:Iteration 51Q (2586.000000 sec): 3 clusters
  Score: Raw -1781634.295420 + Penalty 4645.269156 = -1776989.026263
  nChanged 31
		SP:Iteration 52Q (2586.040000 sec): 3 clusters
  Score: Raw -1781651.498544 + Penalty 4645.269156 = -1777006.229387
  nChanged 25
		SP:Iteration 53Q (2586.070000 sec): 3 clusters
  Score: Raw -1781665.480699 + Penalty 4645.269156 = -1777020.211543
  nChanged 19
		SP:Iteration 54Q (2586.110000 sec): 3 clusters
  Score: Raw -1781677.824319 + Penalty 4645.269156 = -1777032.555162
  nChanged 17
		SP:Iteration 55Q (2586.140000 sec): 3 clusters
  Score: Raw -1781688.067395 + Penalty 4645.269156 = -1777042.798239
  nChanged 13
		SP:Iteration 56Q (2586.180000 sec): 3 clusters
  Score: Raw -1781698.660094 + Penalty 4645.269156 = -1777053.390938
  nChanged 20
		SP:Iteration 57Q (2586.220000 sec): 3 clusters
  Score: Raw -1781711.216285 + Penalty 4645.269156 = -1777065.947128
  nChanged 19
		SP:Iteration 58Q (2586.250000 sec): 3 clusters
  Score: Raw -1781723.067590 + Penalty 4645.269156 = -1777077.798434
  nChanged 13
		SP:Iteration 59Q (2586.290000 sec): 3 clusters
  Score: Raw -1781731.281036 + Penalty 4645.269156 = -1777086.011880
  nChanged 6
		SP:Iteration 60F (2586.340000 sec): 3 clusters
  Score: Raw -1781733.081372 + Penalty 4645.269156 = -1777087.812216
  nChanged 2
		SP:Iteration 61Q (2586.370000 sec): 3 clusters
  Score: Raw -1781734.328274 + Penalty 4645.269156 = -1777089.059118
  nChanged 2
		SP:Iteration 62Q (2586.410000 sec): 3 clusters
  Score: Raw -1781735.505161 + Penalty 4645.269156 = -1777090.236004
  nChanged 2
		SP:Iteration 63Q (2586.440000 sec): 3 clusters
  Score: Raw -1781736.286358 + Penalty 4645.269156 = -1777091.017202
  nChanged 1
		SP:Iteration 64Q (2586.480000 sec): 3 clusters
  Score: Raw -1781736.571784 + Penalty 4645.269156 = -1777091.302628
  nChanged 0
		SP:Iteration 65F (2586.530000 sec): 3 clusters
  Score: Raw -1781736.571784 + Penalty 4645.269156 = -1777091.302628
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (3734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2586.540000 sec): 2 clusters
  Score: Raw -534219.205866 + Penalty 2039.858360 = -532179.347506
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2586.560000 sec): 3 clusters
  Score: Raw -532528.908765 + Penalty 4079.716721 = -528449.192045
  nChanged 1357
		SP:Iteration 1F (2586.580000 sec): 3 clusters
  Score: Raw -533325.425661 + Penalty 4079.716721 = -529245.708941
  nChanged 265
		SP:Iteration 2F (2586.590000 sec): 3 clusters
  Score: Raw -533499.489188 + Penalty 4079.716721 = -529419.772468
  nChanged 186
		SP:Iteration 3Q (2586.600000 sec): 3 clusters
  Score: Raw -533622.257647 + Penalty 4079.716721 = -529542.540926
  nChanged 130
		SP:Iteration 4Q (2586.620000 sec): 3 clusters
  Score: Raw -533699.428897 + Penalty 4079.716721 = -529619.712177
  nChanged 111
		SP:Iteration 5Q (2586.640000 sec): 3 clusters
  Score: Raw -533761.527350 + Penalty 4079.716721 = -529681.810629
  nChanged 91
		SP:Iteration 6Q (2586.650000 sec): 3 clusters
  Score: Raw -533818.772859 + Penalty 4079.716721 = -529739.056138
  nChanged 92
		SP:Iteration 7Q (2586.660000 sec): 3 clusters
  Score: Raw -533863.693825 + Penalty 4079.716721 = -529783.977105
  nChanged 83
		SP:Iteration 8Q (2586.680000 sec): 3 clusters
  Score: Raw -533908.791690 + Penalty 4079.716721 = -529829.074969
  nChanged 66
		SP:Iteration 9Q (2586.690000 sec): 3 clusters
  Score: Raw -533948.360699 + Penalty 4079.716721 = -529868.643978
  nChanged 63
		SP:Iteration 10Q (2586.710000 sec): 3 clusters
  Score: Raw -533987.591987 + Penalty 4079.716721 = -529907.875266
  nChanged 59
		SP:Iteration 11Q (2586.720000 sec): 3 clusters
  Score: Raw -534018.666221 + Penalty 4079.716721 = -529938.949500
  nChanged 59
		SP:Iteration 12Q (2586.740000 sec): 3 clusters
  Score: Raw -534048.880119 + Penalty 4079.716721 = -529969.163398
  nChanged 58
		SP:Iteration 13Q (2586.750000 sec): 3 clusters
  Score: Raw -534078.766707 + Penalty 4079.716721 = -529999.049987
  nChanged 53
		SP:Iteration 14Q (2586.770000 sec): 3 clusters
  Score: Raw -534107.463079 + Penalty 4079.716721 = -530027.746358
  nChanged 42
		SP:Iteration 15Q (2586.780000 sec): 3 clusters
  Score: Raw -534129.393365 + Penalty 4079.716721 = -530049.676644
  nChanged 39
		SP:Iteration 16Q (2586.800000 sec): 3 clusters
  Score: Raw -534147.328274 + Penalty 4079.716721 = -530067.611553
  nChanged 33
		SP:Iteration 17Q (2586.810000 sec): 3 clusters
  Score: Raw -534162.125428 + Penalty 4079.716721 = -530082.408707
  nChanged 29
		SP:Iteration 18Q (2586.830000 sec): 3 clusters
  Score: Raw -534177.173090 + Penalty 4079.716721 = -530097.456369
  nChanged 31
		SP:Iteration 19Q (2586.840000 sec): 3 clusters
  Score: Raw -534194.280297 + Penalty 4079.716721 = -530114.563576
  nChanged 33
		SP:Iteration 20F (2586.860000 sec): 3 clusters
  Score: Raw -534212.056553 + Penalty 4079.716721 = -530132.339832
  nChanged 31
		SP:Iteration 21Q (2586.870000 sec): 3 clusters
  Score: Raw -534228.954848 + Penalty 4079.716721 = -530149.238127
  nChanged 32
		SP:Iteration 22Q (2586.880000 sec): 3 clusters
  Score: Raw -534246.179300 + Penalty 4079.716721 = -530166.462579
  nChanged 27
		SP:Iteration 23Q (2586.900000 sec): 3 clusters
  Score: Raw -534259.368418 + Penalty 4079.716721 = -530179.651697
  nChanged 23
		SP:Iteration 24Q (2586.920000 sec): 3 clusters
  Score: Raw -534270.288234 + Penalty 4079.716721 = -530190.571514
  nChanged 29
		SP:Iteration 25Q (2586.930000 sec): 3 clusters
  Score: Raw -534282.972130 + Penalty 4079.716721 = -530203.255409
  nChanged 15
		SP:Iteration 26Q (2586.940000 sec): 3 clusters
  Score: Raw -534287.987800 + Penalty 4079.716721 = -530208.271080
  nChanged 10
		SP:Iteration 27Q (2586.960000 sec): 3 clusters
  Score: Raw -534291.773468 + Penalty 4079.716721 = -530212.056748
  nChanged 6
		SP:Iteration 28Q (2586.970000 sec): 3 clusters
  Score: Raw -534294.129895 + Penalty 4079.716721 = -530214.413174
  nChanged 6
		SP:Iteration 29Q (2586.990000 sec): 3 clusters
  Score: Raw -534297.174675 + Penalty 4079.716721 = -530217.457954
  nChanged 7
		SP:Iteration 30Q (2587.000000 sec): 3 clusters
  Score: Raw -534299.970759 + Penalty 4079.716721 = -530220.254039
  nChanged 1
		SP:Iteration 31Q (2587.020000 sec): 3 clusters
  Score: Raw -534300.417937 + Penalty 4079.716721 = -530220.701217
  nChanged 2
		SP:Iteration 32Q (2587.030000 sec): 3 clusters
  Score: Raw -534302.694058 + Penalty 4079.716721 = -530222.977337
  nChanged 5
		SP:Iteration 33Q (2587.040000 sec): 3 clusters
  Score: Raw -534304.489011 + Penalty 4079.716721 = -530224.772291
  nChanged 4
		SP:Iteration 34Q (2587.060000 sec): 3 clusters
  Score: Raw -534306.025158 + Penalty 4079.716721 = -530226.308437
  nChanged 3
		SP:Iteration 35Q (2587.070000 sec): 3 clusters
  Score: Raw -534307.294606 + Penalty 4079.716721 = -530227.577885
  nChanged 3
		SP:Iteration 36Q (2587.090000 sec): 3 clusters
  Score: Raw -534309.117890 + Penalty 4079.716721 = -530229.401170
  nChanged 2
		SP:Iteration 37Q (2587.100000 sec): 3 clusters
  Score: Raw -534310.321192 + Penalty 4079.716721 = -530230.604471
  nChanged 3
		SP:Iteration 38Q (2587.120000 sec): 3 clusters
  Score: Raw -534311.159284 + Penalty 4079.716721 = -530231.442563
  nChanged 3
		SP:Iteration 39Q (2587.130000 sec): 3 clusters
  Score: Raw -534312.704750 + Penalty 4079.716721 = -530232.988029
  nChanged 6
		SP:Iteration 40F (2587.140000 sec): 3 clusters
  Score: Raw -534315.215147 + Penalty 4079.716721 = -530235.498427
  nChanged 8
		SP:Iteration 41Q (2587.160000 sec): 3 clusters
  Score: Raw -534317.924624 + Penalty 4079.716721 = -530238.207903
  nChanged 7
		SP:Iteration 42Q (2587.170000 sec): 3 clusters
  Score: Raw -534320.483637 + Penalty 4079.716721 = -530240.766916
  nChanged 5
		SP:Iteration 43Q (2587.190000 sec): 3 clusters
  Score: Raw -534322.828859 + Penalty 4079.716721 = -530243.112138
  nChanged 9
		SP:Iteration 44Q (2587.200000 sec): 3 clusters
  Score: Raw -534326.233686 + Penalty 4079.716721 = -530246.516965
  nChanged 6
		SP:Iteration 45Q (2587.220000 sec): 3 clusters
  Score: Raw -534328.386339 + Penalty 4079.716721 = -530248.669618
  nChanged 7
		SP:Iteration 46Q (2587.230000 sec): 3 clusters
  Score: Raw -534332.418542 + Penalty 4079.716721 = -530252.701821
  nChanged 8
		SP:Iteration 47Q (2587.240000 sec): 3 clusters
  Score: Raw -534337.871391 + Penalty 4079.716721 = -530258.154671
  nChanged 6
		SP:Iteration 48Q (2587.260000 sec): 3 clusters
  Score: Raw -534341.318139 + Penalty 4079.716721 = -530261.601418
  nChanged 6
		SP:Iteration 49Q (2587.280000 sec): 3 clusters
  Score: Raw -534343.525131 + Penalty 4079.716721 = -530263.808410
  nChanged 5
		SP:Iteration 50Q (2587.290000 sec): 3 clusters
  Score: Raw -534347.409129 + Penalty 4079.716721 = -530267.692408
  nChanged 9
		SP:Iteration 51Q (2587.300000 sec): 3 clusters
  Score: Raw -534353.886708 + Penalty 4079.716721 = -530274.169987
  nChanged 12
		SP:Iteration 52Q (2587.320000 sec): 3 clusters
  Score: Raw -534359.863642 + Penalty 4079.716721 = -530280.146921
  nChanged 8
		SP:Iteration 53Q (2587.330000 sec): 3 clusters
  Score: Raw -534363.224023 + Penalty 4079.716721 = -530283.507302
  nChanged 4
		SP:Iteration 54Q (2587.340000 sec): 3 clusters
  Score: Raw -534365.378125 + Penalty 4079.716721 = -530285.661405
  nChanged 10
		SP:Iteration 55Q (2587.360000 sec): 3 clusters
  Score: Raw -534370.316211 + Penalty 4079.716721 = -530290.599490
  nChanged 8
		SP:Iteration 56Q (2587.380000 sec): 3 clusters
  Score: Raw -534375.942753 + Penalty 4079.716721 = -530296.226032
  nChanged 12
		SP:Iteration 57Q (2587.390000 sec): 3 clusters
  Score: Raw -534381.787161 + Penalty 4079.716721 = -530302.070441
  nChanged 4
		SP:Iteration 58Q (2587.400000 sec): 3 clusters
  Score: Raw -534383.775436 + Penalty 4079.716721 = -530304.058715
  nChanged 9
		SP:Iteration 59Q (2587.420000 sec): 3 clusters
  Score: Raw -534387.978294 + Penalty 4079.716721 = -530308.261574
  nChanged 10
		SP:Iteration 60F (2587.430000 sec): 3 clusters
  Score: Raw -534392.708510 + Penalty 4079.716721 = -530312.991789
  nChanged 7
		SP:Iteration 61Q (2587.440000 sec): 3 clusters
  Score: Raw -534396.150497 + Penalty 4079.716721 = -530316.433776
  nChanged 3
		SP:Iteration 62Q (2587.460000 sec): 3 clusters
  Score: Raw -534397.297123 + Penalty 4079.716721 = -530317.580402
  nChanged 3
		SP:Iteration 63Q (2587.480000 sec): 3 clusters
  Score: Raw -534399.100153 + Penalty 4079.716721 = -530319.383432
  nChanged 3
		SP:Iteration 64Q (2587.490000 sec): 3 clusters
  Score: Raw -534400.447326 + Penalty 4079.716721 = -530320.730605
  nChanged 3
		SP:Iteration 65Q (2587.500000 sec): 3 clusters
  Score: Raw -534401.614353 + Penalty 4079.716721 = -530321.897632
  nChanged 4
		SP:Iteration 66Q (2587.520000 sec): 3 clusters
  Score: Raw -534403.497276 + Penalty 4079.716721 = -530323.780556
  nChanged 6
		SP:Iteration 67Q (2587.530000 sec): 3 clusters
  Score: Raw -534405.807426 + Penalty 4079.716721 = -530326.090705
  nChanged 2
		SP:Iteration 68Q (2587.540000 sec): 3 clusters
  Score: Raw -534406.556619 + Penalty 4079.716721 = -530326.839898
  nChanged 4
		SP:Iteration 69Q (2587.560000 sec): 3 clusters
  Score: Raw -534408.254757 + Penalty 4079.716721 = -530328.538036
  nChanged 6
		SP:Iteration 70Q (2587.570000 sec): 3 clusters
  Score: Raw -534412.730879 + Penalty 4079.716721 = -530333.014159
  nChanged 9
		SP:Iteration 71Q (2587.590000 sec): 3 clusters
  Score: Raw -534419.390871 + Penalty 4079.716721 = -530339.674150
  nChanged 12
		SP:Iteration 72Q (2587.600000 sec): 3 clusters
  Score: Raw -534426.615784 + Penalty 4079.716721 = -530346.899063
  nChanged 7
		SP:Iteration 73Q (2587.620000 sec): 3 clusters
  Score: Raw -534431.071128 + Penalty 4079.716721 = -530351.354408
  nChanged 6
		SP:Iteration 74Q (2587.630000 sec): 3 clusters
  Score: Raw -534434.036000 + Penalty 4079.716721 = -530354.319279
  nChanged 5
		SP:Iteration 75Q (2587.640000 sec): 3 clusters
  Score: Raw -534436.243625 + Penalty 4079.716721 = -530356.526905
  nChanged 2
		SP:Iteration 76Q (2587.660000 sec): 3 clusters
  Score: Raw -534437.639453 + Penalty 4079.716721 = -530357.922732
  nChanged 1
		SP:Iteration 77Q (2587.670000 sec): 3 clusters
  Score: Raw -534437.825513 + Penalty 4079.716721 = -530358.108792
  nChanged 1
		SP:Iteration 78Q (2587.680000 sec): 3 clusters
  Score: Raw -534438.416040 + Penalty 4079.716721 = -530358.699319
  nChanged 2
		SP:Iteration 79Q (2587.700000 sec): 3 clusters
  Score: Raw -534438.940645 + Penalty 4079.716721 = -530359.223924
  nChanged 1
		SP:Iteration 80F (2587.720000 sec): 3 clusters
  Score: Raw -534439.733477 + Penalty 4079.716721 = -530360.016756
  nChanged 1
		SP:Iteration 81Q (2587.730000 sec): 3 clusters
  Score: Raw -534440.202010 + Penalty 4079.716721 = -530360.485289
  nChanged 0
		SP:Iteration 82F (2587.740000 sec): 3 clusters
  Score: Raw -534440.202010 + Penalty 4079.716721 = -530360.485289
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2587.750000 sec): 2 clusters
  Score: Raw -27600.991144 + Penalty 1356.078915 = -26244.912229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2587.750000 sec): 3 clusters
  Score: Raw -27824.338355 + Penalty 2712.157830 = -25112.180525
  nChanged 27
		SP:Iteration 1F (2587.750000 sec): 3 clusters
  Score: Raw -27943.352975 + Penalty 2712.157830 = -25231.195145
  nChanged 6
		SP:Iteration 2Q (2587.750000 sec): 3 clusters
  Score: Raw -27967.105198 + Penalty 2712.157830 = -25254.947368
  nChanged 1
		SP:Iteration 3Q (2587.750000 sec): 3 clusters
  Score: Raw -27975.281818 + Penalty 2712.157830 = -25263.123988
  nChanged 1
		SP:Iteration 4Q (2587.750000 sec): 3 clusters
  Score: Raw -27980.984490 + Penalty 2712.157830 = -25268.826660
  nChanged 0
		SP:Iteration 5F (2587.750000 sec): 3 clusters
  Score: Raw -27980.984490 + Penalty 2712.157830 = -25268.826660
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (30947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2587.860000 sec): 2 clusters
  Score: Raw -4517668.183898 + Penalty 2564.327773 = -4515103.856125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2587.990000 sec): 3 clusters
  Score: Raw -4499006.939135 + Penalty 5128.655546 = -4493878.283588
  nChanged 13954
		SP:Iteration 1F (2588.120000 sec): 3 clusters
  Score: Raw -4506689.952445 + Penalty 5128.655546 = -4501561.296899
  nChanged 1398
		SP:Iteration 2Q (2588.240000 sec): 3 clusters
  Score: Raw -4507124.351432 + Penalty 5128.655546 = -4501995.695886
  nChanged 1263
		SP:Iteration 3Q (2588.380000 sec): 3 clusters
  Score: Raw -4507530.036857 + Penalty 5128.655546 = -4502401.381310
  nChanged 1194
		SP:Iteration 4Q (2588.500000 sec): 3 clusters
  Score: Raw -4507955.729463 + Penalty 5128.655546 = -4502827.073917
  nChanged 1331
		SP:Iteration 5Q (2588.630000 sec): 3 clusters
  Score: Raw -4508518.502269 + Penalty 5128.655546 = -4503389.846723
  nChanged 1544
		SP:Iteration 6Q (2588.760000 sec): 3 clusters
  Score: Raw -4509303.948625 + Penalty 5128.655546 = -4504175.293079
  nChanged 1721
		SP:Iteration 7F (2588.880000 sec): 3 clusters
  Score: Raw -4510349.480695 + Penalty 5128.655546 = -4505220.825149
  nChanged 1946
		SP:Iteration 8F (2589.010000 sec): 3 clusters
  Score: Raw -4511684.214922 + Penalty 5128.655546 = -4506555.559376
  nChanged 2066
		SP:Iteration 9F (2589.130000 sec): 3 clusters
  Score: Raw -4513203.378447 + Penalty 5128.655546 = -4508074.722901
  nChanged 1890
		SP:Iteration 10F (2589.260000 sec): 3 clusters
  Score: Raw -4514532.779068 + Penalty 5128.655546 = -4509404.123522
  nChanged 1509
		SP:Iteration 11Q (2589.380000 sec): 3 clusters
  Score: Raw -4515537.083426 + Penalty 5128.655546 = -4510408.427880
  nChanged 1079
		SP:Iteration 12Q (2589.510000 sec): 3 clusters
  Score: Raw -4516339.528858 + Penalty 5128.655546 = -4511210.873312
  nChanged 839
		SP:Iteration 13Q (2589.630000 sec): 3 clusters
  Score: Raw -4517160.903842 + Penalty 5128.655546 = -4512032.248296
  nChanged 577
		SP:Iteration 14Q (2589.740000 sec): 3 clusters
  Score: Raw -4517942.503849 + Penalty 5128.655546 = -4512813.848303
  nChanged 379
		SP:Iteration 15Q (2589.860000 sec): 3 clusters
  Score: Raw -4518321.535291 + Penalty 5128.655546 = -4513192.879744
  nChanged 272
		SP:Iteration 16Q (2589.960000 sec): 3 clusters
  Score: Raw -4518493.501434 + Penalty 5128.655546 = -4513364.845888
  nChanged 178
		SP:Iteration 17Q (2590.060000 sec): 3 clusters
  Score: Raw -4518575.365912 + Penalty 5128.655546 = -4513446.710366
  nChanged 147
		SP:Iteration 18Q (2590.160000 sec): 3 clusters
  Score: Raw -4518626.596957 + Penalty 5128.655546 = -4513497.941411
  nChanged 121
		SP:Iteration 19Q (2590.260000 sec): 3 clusters
  Score: Raw -4518667.090529 + Penalty 5128.655546 = -4513538.434983
  nChanged 91
		SP:Iteration 20F (2590.380000 sec): 3 clusters
  Score: Raw -4518691.960242 + Penalty 5128.655546 = -4513563.304696
  nChanged 71
		SP:Iteration 21Q (2590.480000 sec): 3 clusters
  Score: Raw -4518711.257325 + Penalty 5128.655546 = -4513582.601779
  nChanged 60
		SP:Iteration 22Q (2590.580000 sec): 3 clusters
  Score: Raw -4518725.419849 + Penalty 5128.655546 = -4513596.764303
  nChanged 44
		SP:Iteration 23Q (2590.680000 sec): 3 clusters
  Score: Raw -4518735.583917 + Penalty 5128.655546 = -4513606.928371
  nChanged 33
		SP:Iteration 24Q (2590.770000 sec): 3 clusters
  Score: Raw -4518743.644739 + Penalty 5128.655546 = -4513614.989193
  nChanged 40
		SP:Iteration 25Q (2590.870000 sec): 3 clusters
  Score: Raw -4518752.779881 + Penalty 5128.655546 = -4513624.124335
  nChanged 31
		SP:Iteration 26Q (2590.970000 sec): 3 clusters
  Score: Raw -4518758.915120 + Penalty 5128.655546 = -4513630.259574
  nChanged 23
		SP:Iteration 27Q (2591.060000 sec): 3 clusters
  Score: Raw -4518763.790522 + Penalty 5128.655546 = -4513635.134976
  nChanged 25
		SP:Iteration 28Q (2591.160000 sec): 3 clusters
  Score: Raw -4518768.546443 + Penalty 5128.655546 = -4513639.890897
  nChanged 19
		SP:Iteration 29Q (2591.260000 sec): 3 clusters
  Score: Raw -4518772.325802 + Penalty 5128.655546 = -4513643.670256
  nChanged 21
		SP:Iteration 30Q (2591.360000 sec): 3 clusters
  Score: Raw -4518776.125490 + Penalty 5128.655546 = -4513647.469944
  nChanged 25
		SP:Iteration 31Q (2591.450000 sec): 3 clusters
  Score: Raw -4518780.441475 + Penalty 5128.655546 = -4513651.785929
  nChanged 18
		SP:Iteration 32Q (2591.550000 sec): 3 clusters
  Score: Raw -4518783.633355 + Penalty 5128.655546 = -4513654.977809
  nChanged 17
		SP:Iteration 33Q (2591.650000 sec): 3 clusters
  Score: Raw -4518786.614349 + Penalty 5128.655546 = -4513657.958803
  nChanged 15
		SP:Iteration 34Q (2591.740000 sec): 3 clusters
  Score: Raw -4518789.312138 + Penalty 5128.655546 = -4513660.656591
  nChanged 11
		SP:Iteration 35Q (2591.840000 sec): 3 clusters
  Score: Raw -4518791.450352 + Penalty 5128.655546 = -4513662.794806
  nChanged 9
		SP:Iteration 36Q (2591.940000 sec): 3 clusters
  Score: Raw -4518792.944918 + Penalty 5128.655546 = -4513664.289372
  nChanged 8
		SP:Iteration 37Q (2592.040000 sec): 3 clusters
  Score: Raw -4518794.079384 + Penalty 5128.655546 = -4513665.423838
  nChanged 6
		SP:Iteration 38Q (2592.140000 sec): 3 clusters
  Score: Raw -4518794.716049 + Penalty 5128.655546 = -4513666.060503
  nChanged 3
		SP:Iteration 39Q (2592.240000 sec): 3 clusters
  Score: Raw -4518795.111150 + Penalty 5128.655546 = -4513666.455604
  nChanged 1
		SP:Iteration 40F (2592.360000 sec): 3 clusters
  Score: Raw -4518795.384372 + Penalty 5128.655546 = -4513666.728826
  nChanged 4
		SP:Iteration 41Q (2592.450000 sec): 3 clusters
  Score: Raw -4518796.052710 + Penalty 5128.655546 = -4513667.397164
  nChanged 3
		SP:Iteration 42Q (2592.550000 sec): 3 clusters
  Score: Raw -4518796.313979 + Penalty 5128.655546 = -4513667.658433
  nChanged 0
		SP:Iteration 43F (2592.670000 sec): 3 clusters
  Score: Raw -4518796.313979 + Penalty 5128.655546 = -4513667.658433
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2592.680000 sec): 2 clusters
  Score: Raw -59143.222450 + Penalty 1506.115044 = -57637.107406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2592.690000 sec): 3 clusters
  Score: Raw -59318.546301 + Penalty 3012.230089 = -56306.316212
  nChanged 82
		SP:Iteration 1F (2592.690000 sec): 3 clusters
  Score: Raw -59584.283669 + Penalty 3012.230089 = -56572.053580
  nChanged 24
		SP:Iteration 2F (2592.690000 sec): 3 clusters
  Score: Raw -59732.119648 + Penalty 3012.230089 = -56719.889559
  nChanged 16
		SP:Iteration 3Q (2592.690000 sec): 3 clusters
  Score: Raw -59796.257864 + Penalty 3012.230089 = -56784.027775
  nChanged 16
		SP:Iteration 4Q (2592.700000 sec): 3 clusters
  Score: Raw -59884.090021 + Penalty 3012.230089 = -56871.859932
  nChanged 20
		SP:Iteration 5Q (2592.700000 sec): 3 clusters
  Score: Raw -59964.460658 + Penalty 3012.230089 = -56952.230570
  nChanged 22
		SP:Iteration 6F (2592.700000 sec): 3 clusters
  Score: Raw -60060.617632 + Penalty 3012.230089 = -57048.387543
  nChanged 26
		SP:Iteration 7F (2592.700000 sec): 3 clusters
  Score: Raw -60214.100254 + Penalty 3012.230089 = -57201.870165
  nChanged 20
		SP:Iteration 8Q (2592.700000 sec): 3 clusters
  Score: Raw -60382.474140 + Penalty 3012.230089 = -57370.244051
  nChanged 12
		SP:Iteration 9Q (2592.700000 sec): 3 clusters
  Score: Raw -60536.057515 + Penalty 3012.230089 = -57523.827426
  nChanged 9
		SP:Iteration 10Q (2592.700000 sec): 3 clusters
  Score: Raw -60680.429021 + Penalty 3012.230089 = -57668.198932
  nChanged 3
		SP:Iteration 11Q (2592.700000 sec): 3 clusters
  Score: Raw -60704.919435 + Penalty 3012.230089 = -57692.689346
  nChanged 2
		SP:Iteration 12Q (2592.710000 sec): 3 clusters
  Score: Raw -60728.772302 + Penalty 3012.230089 = -57716.542213
  nChanged 1
		SP:Iteration 13Q (2592.710000 sec): 3 clusters
  Score: Raw -60732.794064 + Penalty 3012.230089 = -57720.563975
  nChanged 0
		SP:Iteration 14F (2592.710000 sec): 3 clusters
  Score: Raw -60732.794064 + Penalty 3012.230089 = -57720.563975
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 9.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1777 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2592.720000 sec): 2 clusters
  Score: Raw -255255.039351 + Penalty 1855.705093 = -253399.334258
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2592.730000 sec): 3 clusters
  Score: Raw -254633.096128 + Penalty 3711.410187 = -250921.685941
  nChanged 540
		SP:Iteration 1F (2592.740000 sec): 3 clusters
  Score: Raw -255066.428197 + Penalty 3711.410187 = -251355.018010
  nChanged 149
		SP:Iteration 2F (2592.740000 sec): 3 clusters
  Score: Raw -255188.727640 + Penalty 3711.410187 = -251477.317453
  nChanged 72
		SP:Iteration 3Q (2592.750000 sec): 3 clusters
  Score: Raw -255252.145274 + Penalty 3711.410187 = -251540.735087
  nChanged 49
		SP:Iteration 4Q (2592.760000 sec): 3 clusters
  Score: Raw -255292.606087 + Penalty 3711.410187 = -251581.195901
  nChanged 30
		SP:Iteration 5Q (2592.760000 sec): 3 clusters
  Score: Raw -255317.250600 + Penalty 3711.410187 = -251605.840413
  nChanged 21
		SP:Iteration 6Q (2592.770000 sec): 3 clusters
  Score: Raw -255337.387504 + Penalty 3711.410187 = -251625.977318
  nChanged 21
		SP:Iteration 7Q (2592.780000 sec): 3 clusters
  Score: Raw -255354.792647 + Penalty 3711.410187 = -251643.382461
  nChanged 14
		SP:Iteration 8Q (2592.780000 sec): 3 clusters
  Score: Raw -255365.624367 + Penalty 3711.410187 = -251654.214180
  nChanged 11
		SP:Iteration 9Q (2592.790000 sec): 3 clusters
  Score: Raw -255372.633506 + Penalty 3711.410187 = -251661.223319
  nChanged 10
		SP:Iteration 10Q (2592.800000 sec): 3 clusters
  Score: Raw -255378.254752 + Penalty 3711.410187 = -251666.844565
  nChanged 8
		SP:Iteration 11Q (2592.800000 sec): 3 clusters
  Score: Raw -255384.325530 + Penalty 3711.410187 = -251672.915343
  nChanged 3
		SP:Iteration 12Q (2592.810000 sec): 3 clusters
  Score: Raw -255385.976941 + Penalty 3711.410187 = -251674.566754
  nChanged 5
		SP:Iteration 13Q (2592.820000 sec): 3 clusters
  Score: Raw -255389.156257 + Penalty 3711.410187 = -251677.746070
  nChanged 5
		SP:Iteration 14Q (2592.820000 sec): 3 clusters
  Score: Raw -255393.142600 + Penalty 3711.410187 = -251681.732413
  nChanged 4
		SP:Iteration 15Q (2592.830000 sec): 3 clusters
  Score: Raw -255395.134477 + Penalty 3711.410187 = -251683.724290
  nChanged 7
		SP:Iteration 16Q (2592.840000 sec): 3 clusters
  Score: Raw -255400.596765 + Penalty 3711.410187 = -251689.186578
  nChanged 7
		SP:Iteration 17Q (2592.840000 sec): 3 clusters
  Score: Raw -255406.906063 + Penalty 3711.410187 = -251695.495877
  nChanged 8
		SP:Iteration 18Q (2592.850000 sec): 3 clusters
  Score: Raw -255411.207888 + Penalty 3711.410187 = -251699.797701
  nChanged 10
		SP:Iteration 19Q (2592.860000 sec): 3 clusters
  Score: Raw -255417.113600 + Penalty 3711.410187 = -251705.703413
  nChanged 8
		SP:Iteration 20F (2592.860000 sec): 3 clusters
  Score: Raw -255421.176025 + Penalty 3711.410187 = -251709.765838
  nChanged 4
		SP:Iteration 21Q (2592.870000 sec): 3 clusters
  Score: Raw -255423.114593 + Penalty 3711.410187 = -251711.704406
  nChanged 3
		SP:Iteration 22Q (2592.880000 sec): 3 clusters
  Score: Raw -255423.967729 + Penalty 3711.410187 = -251712.557542
  nChanged 2
		SP:Iteration 23Q (2592.890000 sec): 3 clusters
  Score: Raw -255424.474997 + Penalty 3711.410187 = -251713.064810
  nChanged 1
		SP:Iteration 24Q (2592.890000 sec): 3 clusters
  Score: Raw -255425.114405 + Penalty 3711.410187 = -251713.704218
  nChanged 6
		SP:Iteration 25Q (2592.900000 sec): 3 clusters
  Score: Raw -255428.053682 + Penalty 3711.410187 = -251716.643495
  nChanged 4
		SP:Iteration 26Q (2592.910000 sec): 3 clusters
  Score: Raw -255429.941024 + Penalty 3711.410187 = -251718.530837
  nChanged 5
		SP:Iteration 27Q (2592.910000 sec): 3 clusters
  Score: Raw -255434.072584 + Penalty 3711.410187 = -251722.662397
  nChanged 6
		SP:Iteration 28Q (2592.920000 sec): 3 clusters
  Score: Raw -255436.799340 + Penalty 3711.410187 = -251725.389153
  nChanged 4
		SP:Iteration 29Q (2592.930000 sec): 3 clusters
  Score: Raw -255438.582118 + Penalty 3711.410187 = -251727.171931
  nChanged 1
		SP:Iteration 30Q (2592.940000 sec): 3 clusters
  Score: Raw -255438.669070 + Penalty 3711.410187 = -251727.258883
  nChanged 0
		SP:Iteration 31F (2592.940000 sec): 3 clusters
  Score: Raw -255438.669070 + Penalty 3711.410187 = -251727.258883
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2592.940000 sec): 2 clusters
  Score: Raw -14092.726968 + Penalty 1232.513698 = -12860.213270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2592.940000 sec): 3 clusters
  Score: Raw -14517.906649 + Penalty 2465.027397 = -12052.879252
  nChanged 17
		SP:Iteration 1F (2592.940000 sec): 3 clusters
  Score: Raw -14644.711528 + Penalty 2465.027397 = -12179.684131
  nChanged 2
		SP:Iteration 2Q (2592.950000 sec): 3 clusters
  Score: Raw -14671.044637 + Penalty 2465.027397 = -12206.017241
  nChanged 0
		SP:Iteration 3F (2592.950000 sec): 3 clusters
  Score: Raw -14671.044637 + Penalty 2465.027397 = -12206.017241
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (978 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2592.950000 sec): 2 clusters
  Score: Raw -129694.040555 + Penalty 1707.606398 = -127986.434157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2592.960000 sec): 3 clusters
  Score: Raw -129533.672157 + Penalty 3415.212796 = -126118.459361
  nChanged 247
		SP:Iteration 1F (2592.960000 sec): 3 clusters
  Score: Raw -129986.370688 + Penalty 3415.212796 = -126571.157892
  nChanged 84
		SP:Iteration 2F (2592.960000 sec): 3 clusters
  Score: Raw -130193.309765 + Penalty 3415.212796 = -126778.096969
  nChanged 70
		SP:Iteration 3F (2592.970000 sec): 3 clusters
  Score: Raw -130431.102677 + Penalty 3415.212796 = -127015.889881
  nChanged 60
		SP:Iteration 4F (2592.970000 sec): 3 clusters
  Score: Raw -130675.446109 + Penalty 3415.212796 = -127260.233313
  nChanged 51
		SP:Iteration 5F (2592.980000 sec): 3 clusters
  Score: Raw -130928.532295 + Penalty 3415.212796 = -127513.319498
  nChanged 57
		SP:Iteration 6F (2592.980000 sec): 3 clusters
  Score: Raw -131177.658612 + Penalty 3415.212796 = -127762.445816
  nChanged 39
		SP:Iteration 7Q (2592.980000 sec): 3 clusters
  Score: Raw -131323.322175 + Penalty 3415.212796 = -127908.109379
  nChanged 37
		SP:Iteration 8Q (2592.980000 sec): 3 clusters
  Score: Raw -131414.262255 + Penalty 3415.212796 = -127999.049459
  nChanged 24
		SP:Iteration 9Q (2592.990000 sec): 3 clusters
  Score: Raw -131484.399777 + Penalty 3415.212796 = -128069.186980
  nChanged 17
		SP:Iteration 10Q (2592.990000 sec): 3 clusters
  Score: Raw -131531.394663 + Penalty 3415.212796 = -128116.181866
  nChanged 9
		SP:Iteration 11Q (2593.000000 sec): 3 clusters
  Score: Raw -131555.457006 + Penalty 3415.212796 = -128140.244210
  nChanged 5
		SP:Iteration 12Q (2593.000000 sec): 3 clusters
  Score: Raw -131573.273405 + Penalty 3415.212796 = -128158.060609
  nChanged 4
		SP:Iteration 13Q (2593.000000 sec): 3 clusters
  Score: Raw -131583.874741 + Penalty 3415.212796 = -128168.661944
  nChanged 4
		SP:Iteration 14Q (2593.000000 sec): 3 clusters
  Score: Raw -131595.306475 + Penalty 3415.212796 = -128180.093678
  nChanged 2
		SP:Iteration 15Q (2593.010000 sec): 3 clusters
  Score: Raw -131604.221002 + Penalty 3415.212796 = -128189.008206
  nChanged 1
		SP:Iteration 16Q (2593.010000 sec): 3 clusters
  Score: Raw -131608.425839 + Penalty 3415.212796 = -128193.213043
  nChanged 1
		SP:Iteration 17Q (2593.010000 sec): 3 clusters
  Score: Raw -131610.156392 + Penalty 3415.212796 = -128194.943596
  nChanged 1
		SP:Iteration 18Q (2593.020000 sec): 3 clusters
  Score: Raw -131612.500283 + Penalty 3415.212796 = -128197.287487
  nChanged 1
		SP:Iteration 19Q (2593.020000 sec): 3 clusters
  Score: Raw -131614.901164 + Penalty 3415.212796 = -128199.688368
  nChanged 1
		SP:Iteration 20F (2593.020000 sec): 3 clusters
  Score: Raw -131618.807870 + Penalty 3415.212796 = -128203.595073
  nChanged 2
		SP:Iteration 21Q (2593.020000 sec): 3 clusters
  Score: Raw -131634.220299 + Penalty 3415.212796 = -128219.007503
  nChanged 2
		SP:Iteration 22Q (2593.030000 sec): 3 clusters
  Score: Raw -131646.972948 + Penalty 3415.212796 = -128231.760151
  nChanged 2
		SP:Iteration 23Q (2593.030000 sec): 3 clusters
  Score: Raw -131664.586328 + Penalty 3415.212796 = -128249.373531
  nChanged 2
		SP:Iteration 24Q (2593.040000 sec): 3 clusters
  Score: Raw -131679.493471 + Penalty 3415.212796 = -128264.280675
  nChanged 0
		SP:Iteration 25F (2593.040000 sec): 3 clusters
  Score: Raw -131679.493471 + Penalty 3415.212796 = -128264.280675
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 23.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (142306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2593.540000 sec): 2 clusters
  Score: Raw -20666163.101716 + Penalty 2942.702267 = -20663220.399449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2594.120000 sec): 3 clusters
  Score: Raw -20574041.422194 + Penalty 5885.404534 = -20568156.017660
  nChanged 67785
		SP:Iteration 1F (2594.680000 sec): 3 clusters
  Score: Raw -20613047.375471 + Penalty 5885.404534 = -20607161.970937
  nChanged 4562
		SP:Iteration 2Q (2595.250000 sec): 3 clusters
  Score: Raw -20614253.325697 + Penalty 5885.404534 = -20608367.921163
  nChanged 5007
		SP:Iteration 3Q (2595.830000 sec): 3 clusters
  Score: Raw -20615817.082186 + Penalty 5885.404534 = -20609931.677652
  nChanged 5596
		SP:Iteration 4Q (2596.410000 sec): 3 clusters
  Score: Raw -20617956.297378 + Penalty 5885.404534 = -20612070.892844
  nChanged 6444
		SP:Iteration 5Q (2596.990000 sec): 3 clusters
  Score: Raw -20620947.060497 + Penalty 5885.404534 = -20615061.655963
  nChanged 7361
		SP:Iteration 6F (2597.550000 sec): 3 clusters
  Score: Raw -20625061.222836 + Penalty 5885.404534 = -20619175.818302
  nChanged 8313
		SP:Iteration 7F (2598.120000 sec): 3 clusters
  Score: Raw -20630495.784998 + Penalty 5885.404534 = -20624610.380464
  nChanged 8919
		SP:Iteration 8F (2598.680000 sec): 3 clusters
  Score: Raw -20636925.097098 + Penalty 5885.404534 = -20631039.692564
  nChanged 8871
		SP:Iteration 9F (2599.250000 sec): 3 clusters
  Score: Raw -20643557.642080 + Penalty 5885.404534 = -20637672.237546
  nChanged 8003
		SP:Iteration 10F (2599.810000 sec): 3 clusters
  Score: Raw -20649564.825261 + Penalty 5885.404534 = -20643679.420727
  nChanged 6567
		SP:Iteration 11Q (2600.340000 sec): 3 clusters
  Score: Raw -20654368.467154 + Penalty 5885.404534 = -20648483.062620
  nChanged 5141
		SP:Iteration 12Q (2600.860000 sec): 3 clusters
  Score: Raw -20657946.634344 + Penalty 5885.404534 = -20652061.229810
  nChanged 3968
		SP:Iteration 13Q (2601.340000 sec): 3 clusters
  Score: Raw -20660574.324786 + Penalty 5885.404534 = -20654688.920252
  nChanged 3012
		SP:Iteration 14Q (2601.820000 sec): 3 clusters
  Score: Raw -20662499.531641 + Penalty 5885.404534 = -20656614.127107
  nChanged 2262
		SP:Iteration 15Q (2602.270000 sec): 3 clusters
  Score: Raw -20663917.540772 + Penalty 5885.404534 = -20658032.136238
  nChanged 1618
		SP:Iteration 16Q (2602.710000 sec): 3 clusters
  Score: Raw -20664947.321459 + Penalty 5885.404534 = -20659061.916925
  nChanged 1085
		SP:Iteration 17Q (2603.140000 sec): 3 clusters
  Score: Raw -20665649.099831 + Penalty 5885.404534 = -20659763.695297
  nChanged 696
		SP:Iteration 18Q (2603.560000 sec): 3 clusters
  Score: Raw -20666077.837679 + Penalty 5885.404534 = -20660192.433145
  nChanged 514
		SP:Iteration 19Q (2603.980000 sec): 3 clusters
  Score: Raw -20666351.383739 + Penalty 5885.404534 = -20660465.979205
  nChanged 359
		SP:Iteration 20F (2604.540000 sec): 3 clusters
  Score: Raw -20666509.467758 + Penalty 5885.404534 = -20660624.063224
  nChanged 244
		SP:Iteration 21Q (2604.950000 sec): 3 clusters
  Score: Raw -20666613.912329 + Penalty 5885.404534 = -20660728.507795
  nChanged 208
		SP:Iteration 22Q (2605.360000 sec): 3 clusters
  Score: Raw -20666700.818201 + Penalty 5885.404534 = -20660815.413667
  nChanged 175
		SP:Iteration 23Q (2605.780000 sec): 3 clusters
  Score: Raw -20666765.689198 + Penalty 5885.404534 = -20660880.284664
  nChanged 119
		SP:Iteration 24Q (2606.200000 sec): 3 clusters
  Score: Raw -20666808.103706 + Penalty 5885.404534 = -20660922.699172
  nChanged 86
		SP:Iteration 25Q (2606.600000 sec): 3 clusters
  Score: Raw -20666832.322991 + Penalty 5885.404534 = -20660946.918457
  nChanged 61
		SP:Iteration 26Q (2607.010000 sec): 3 clusters
  Score: Raw -20666848.452611 + Penalty 5885.404534 = -20660963.048077
  nChanged 53
		SP:Iteration 27Q (2607.420000 sec): 3 clusters
  Score: Raw -20666862.462918 + Penalty 5885.404534 = -20660977.058384
  nChanged 47
		SP:Iteration 28Q (2607.830000 sec): 3 clusters
  Score: Raw -20666874.415026 + Penalty 5885.404534 = -20660989.010492
  nChanged 40
		SP:Iteration 29Q (2608.230000 sec): 3 clusters
  Score: Raw -20666883.510282 + Penalty 5885.404534 = -20660998.105748
  nChanged 34
		SP:Iteration 30Q (2608.640000 sec): 3 clusters
  Score: Raw -20666893.350386 + Penalty 5885.404534 = -20661007.945852
  nChanged 36
		SP:Iteration 31Q (2609.040000 sec): 3 clusters
  Score: Raw -20666903.407839 + Penalty 5885.404534 = -20661018.003305
  nChanged 40
		SP:Iteration 32Q (2609.440000 sec): 3 clusters
  Score: Raw -20666914.091904 + Penalty 5885.404534 = -20661028.687370
  nChanged 38
		SP:Iteration 33Q (2609.850000 sec): 3 clusters
  Score: Raw -20666923.565953 + Penalty 5885.404534 = -20661038.161419
  nChanged 30
		SP:Iteration 34Q (2610.250000 sec): 3 clusters
  Score: Raw -20666929.995049 + Penalty 5885.404534 = -20661044.590515
  nChanged 23
		SP:Iteration 35Q (2610.660000 sec): 3 clusters
  Score: Raw -20666936.073388 + Penalty 5885.404534 = -20661050.668854
  nChanged 21
		SP:Iteration 36Q (2611.060000 sec): 3 clusters
  Score: Raw -20666940.436700 + Penalty 5885.404534 = -20661055.032166
  nChanged 14
		SP:Iteration 37Q (2611.460000 sec): 3 clusters
  Score: Raw -20666943.529912 + Penalty 5885.404534 = -20661058.125378
  nChanged 15
		SP:Iteration 38Q (2611.860000 sec): 3 clusters
  Score: Raw -20666946.706133 + Penalty 5885.404534 = -20661061.301599
  nChanged 15
		SP:Iteration 39Q (2612.270000 sec): 3 clusters
  Score: Raw -20666950.652126 + Penalty 5885.404534 = -20661065.247592
  nChanged 12
		SP:Iteration 40F (2612.840000 sec): 3 clusters
  Score: Raw -20666953.699808 + Penalty 5885.404534 = -20661068.295274
  nChanged 12
		SP:Iteration 41Q (2613.240000 sec): 3 clusters
  Score: Raw -20666956.228195 + Penalty 5885.404534 = -20661070.823661
  nChanged 10
		SP:Iteration 42Q (2613.640000 sec): 3 clusters
  Score: Raw -20666958.287929 + Penalty 5885.404534 = -20661072.883395
  nChanged 7
		SP:Iteration 43Q (2614.040000 sec): 3 clusters
  Score: Raw -20666959.970981 + Penalty 5885.404534 = -20661074.566446
  nChanged 7
		SP:Iteration 44Q (2614.450000 sec): 3 clusters
  Score: Raw -20666961.547790 + Penalty 5885.404534 = -20661076.143256
  nChanged 5
		SP:Iteration 45Q (2614.860000 sec): 3 clusters
  Score: Raw -20666962.565703 + Penalty 5885.404534 = -20661077.161169
  nChanged 5
		SP:Iteration 46Q (2615.260000 sec): 3 clusters
  Score: Raw -20666963.731931 + Penalty 5885.404534 = -20661078.327397
  nChanged 5
		SP:Iteration 47Q (2615.660000 sec): 3 clusters
  Score: Raw -20666964.731090 + Penalty 5885.404534 = -20661079.326556
  nChanged 4
		SP:Iteration 48Q (2616.080000 sec): 3 clusters
  Score: Raw -20666965.474542 + Penalty 5885.404534 = -20661080.070008
  nChanged 5
		SP:Iteration 49Q (2616.480000 sec): 3 clusters
  Score: Raw -20666966.045600 + Penalty 5885.404534 = -20661080.641066
  nChanged 2
		SP:Iteration 50Q (2616.890000 sec): 3 clusters
  Score: Raw -20666966.447941 + Penalty 5885.404534 = -20661081.043407
  nChanged 1
		SP:Iteration 51Q (2617.300000 sec): 3 clusters
  Score: Raw -20666966.650842 + Penalty 5885.404534 = -20661081.246308
  nChanged 3
		SP:Iteration 52Q (2617.710000 sec): 3 clusters
  Score: Raw -20666967.481753 + Penalty 5885.404534 = -20661082.077219
  nChanged 2
		SP:Iteration 53Q (2618.110000 sec): 3 clusters
  Score: Raw -20666967.918036 + Penalty 5885.404534 = -20661082.513502
  nChanged 2
		SP:Iteration 54Q (2618.510000 sec): 3 clusters
  Score: Raw -20666968.381779 + Penalty 5885.404534 = -20661082.977245
  nChanged 2
		SP:Iteration 55Q (2618.890000 sec): 3 clusters
  Score: Raw -20666968.608960 + Penalty 5885.404534 = -20661083.204426
  nChanged 1
		SP:Iteration 56Q (2619.270000 sec): 3 clusters
  Score: Raw -20666968.784514 + Penalty 5885.404534 = -20661083.379980
  nChanged 0
		SP:Iteration 57F (2619.800000 sec): 3 clusters
  Score: Raw -20666968.784514 + Penalty 5885.404534 = -20661083.379980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2619.870000 sec): 2 clusters
  Score: Raw -19667.259116 + Penalty 1308.972435 = -18358.286681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2619.870000 sec): 3 clusters
  Score: Raw -19934.149704 + Penalty 2617.944871 = -17316.204833
  nChanged 15
		SP:Iteration 1F (2619.870000 sec): 3 clusters
  Score: Raw -20015.993586 + Penalty 2617.944871 = -17398.048715
  nChanged 10
		SP:Iteration 2F (2619.870000 sec): 3 clusters
  Score: Raw -20078.872031 + Penalty 2617.944871 = -17460.927160
  nChanged 6
		SP:Iteration 3Q (2619.870000 sec): 3 clusters
  Score: Raw -20126.845217 + Penalty 2617.944871 = -17508.900346
  nChanged 4
		SP:Iteration 4Q (2619.870000 sec): 3 clusters
  Score: Raw -20151.572029 + Penalty 2617.944871 = -17533.627158
  nChanged 3
		SP:Iteration 5Q (2619.870000 sec): 3 clusters
  Score: Raw -20167.594773 + Penalty 2617.944871 = -17549.649902
  nChanged 1
		SP:Iteration 6Q (2619.880000 sec): 3 clusters
  Score: Raw -20175.470025 + Penalty 2617.944871 = -17557.525154
  nChanged 2
		SP:Iteration 7Q (2619.880000 sec): 3 clusters
  Score: Raw -20191.777814 + Penalty 2617.944871 = -17573.832943
  nChanged 0
		SP:Iteration 8F (2619.880000 sec): 3 clusters
  Score: Raw -20191.777814 + Penalty 2617.944871 = -17573.832943
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 29 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2619.880000 sec): 2 clusters
  Score: Raw -74196.170923 + Penalty 1539.730326 = -72656.440597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2619.880000 sec): 3 clusters
  Score: Raw -74225.403661 + Penalty 3079.460653 = -71145.943009
  nChanged 67
		SP:Iteration 1F (2619.880000 sec): 3 clusters
  Score: Raw -74358.436031 + Penalty 3079.460653 = -71278.975378
  nChanged 16
		SP:Iteration 2Q (2619.880000 sec): 3 clusters
  Score: Raw -74403.016384 + Penalty 3079.460653 = -71323.555731
  nChanged 4
		SP:Iteration 3Q (2619.890000 sec): 3 clusters
  Score: Raw -74409.761309 + Penalty 3079.460653 = -71330.300656
  nChanged 3
		SP:Iteration 4Q (2619.890000 sec): 3 clusters
  Score: Raw -74415.131152 + Penalty 3079.460653 = -71335.670499
  nChanged 2
		SP:Iteration 5Q (2619.890000 sec): 3 clusters
  Score: Raw -74418.268069 + Penalty 3079.460653 = -71338.807416
  nChanged 0
		SP:Iteration 6F (2619.890000 sec): 3 clusters
  Score: Raw -74418.268069 + Penalty 3079.460653 = -71338.807416
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 30 (34446 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2620.020000 sec): 2 clusters
  Score: Raw -5264741.775465 + Penalty 2590.892744 = -5262150.882721
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2620.150000 sec): 3 clusters
  Score: Raw -5243795.893770 + Penalty 5181.785487 = -5238614.108283
  nChanged 15609
		SP:Iteration 1F (2620.280000 sec): 3 clusters
  Score: Raw -5252488.403461 + Penalty 5181.785487 = -5247306.617974
  nChanged 1681
		SP:Iteration 2Q (2620.410000 sec): 3 clusters
  Score: Raw -5253084.720862 + Penalty 5181.785487 = -5247902.935375
  nChanged 1663
		SP:Iteration 3Q (2620.550000 sec): 3 clusters
  Score: Raw -5253777.570569 + Penalty 5181.785487 = -5248595.785082
  nChanged 1826
		SP:Iteration 4F (2620.680000 sec): 3 clusters
  Score: Raw -5254653.869205 + Penalty 5181.785487 = -5249472.083718
  nChanged 2026
		SP:Iteration 5F (2620.810000 sec): 3 clusters
  Score: Raw -5255862.215414 + Penalty 5181.785487 = -5250680.429927
  nChanged 2307
		SP:Iteration 6F (2620.940000 sec): 3 clusters
  Score: Raw -5257517.515160 + Penalty 5181.785487 = -5252335.729673
  nChanged 2269
		SP:Iteration 7F (2621.070000 sec): 3 clusters
  Score: Raw -5259295.387425 + Penalty 5181.785487 = -5254113.601938
  nChanged 2005
		SP:Iteration 8F (2621.200000 sec): 3 clusters
  Score: Raw -5260970.090637 + Penalty 5181.785487 = -5255788.305150
  nChanged 1502
		SP:Iteration 9Q (2621.330000 sec): 3 clusters
  Score: Raw -5262328.632130 + Penalty 5181.785487 = -5257146.846643
  nChanged 1006
		SP:Iteration 10Q (2621.460000 sec): 3 clusters
  Score: Raw -5263168.668025 + Penalty 5181.785487 = -5257986.882538
  nChanged 691
		SP:Iteration 11Q (2621.580000 sec): 3 clusters
  Score: Raw -5263607.599317 + Penalty 5181.785487 = -5258425.813830
  nChanged 494
		SP:Iteration 12Q (2621.690000 sec): 3 clusters
  Score: Raw -5263859.693473 + Penalty 5181.785487 = -5258677.907986
  nChanged 342
		SP:Iteration 13Q (2621.800000 sec): 3 clusters
  Score: Raw -5263996.765493 + Penalty 5181.785487 = -5258814.980006
  nChanged 252
		SP:Iteration 14Q (2621.900000 sec): 3 clusters
  Score: Raw -5264101.809681 + Penalty 5181.785487 = -5258920.024194
  nChanged 205
		SP:Iteration 15Q (2622.010000 sec): 3 clusters
  Score: Raw -5264179.119966 + Penalty 5181.785487 = -5258997.334479
  nChanged 183
		SP:Iteration 16Q (2622.120000 sec): 3 clusters
  Score: Raw -5264245.489773 + Penalty 5181.785487 = -5259063.704286
  nChanged 151
		SP:Iteration 17Q (2622.220000 sec): 3 clusters
  Score: Raw -5264294.610741 + Penalty 5181.785487 = -5259112.825254
  nChanged 146
		SP:Iteration 18Q (2622.320000 sec): 3 clusters
  Score: Raw -5264339.320868 + Penalty 5181.785487 = -5259157.535381
  nChanged 137
		SP:Iteration 19Q (2622.430000 sec): 3 clusters
  Score: Raw -5264385.969741 + Penalty 5181.785487 = -5259204.184254
  nChanged 114
		SP:Iteration 20F (2622.560000 sec): 3 clusters
  Score: Raw -5264424.672095 + Penalty 5181.785487 = -5259242.886608
  nChanged 93
		SP:Iteration 21Q (2622.660000 sec): 3 clusters
  Score: Raw -5264453.395507 + Penalty 5181.785487 = -5259271.610020
  nChanged 98
		SP:Iteration 22Q (2622.760000 sec): 3 clusters
  Score: Raw -5264493.257956 + Penalty 5181.785487 = -5259311.472469
  nChanged 108
		SP:Iteration 23Q (2622.860000 sec): 3 clusters
  Score: Raw -5264531.659287 + Penalty 5181.785487 = -5259349.873800
  nChanged 96
		SP:Iteration 24Q (2622.960000 sec): 3 clusters
  Score: Raw -5264563.325553 + Penalty 5181.785487 = -5259381.540066
  nChanged 77
		SP:Iteration 25Q (2623.060000 sec): 3 clusters
  Score: Raw -5264586.899123 + Penalty 5181.785487 = -5259405.113636
  nChanged 73
		SP:Iteration 26Q (2623.160000 sec): 3 clusters
  Score: Raw -5264612.760105 + Penalty 5181.785487 = -5259430.974618
  nChanged 88
		SP:Iteration 27Q (2623.260000 sec): 3 clusters
  Score: Raw -5264639.011371 + Penalty 5181.785487 = -5259457.225884
  nChanged 76
		SP:Iteration 28Q (2623.370000 sec): 3 clusters
  Score: Raw -5264664.217847 + Penalty 5181.785487 = -5259482.432360
  nChanged 79
		SP:Iteration 29Q (2623.460000 sec): 3 clusters
  Score: Raw -5264688.464895 + Penalty 5181.785487 = -5259506.679408
  nChanged 73
		SP:Iteration 30Q (2623.570000 sec): 3 clusters
  Score: Raw -5264713.625136 + Penalty 5181.785487 = -5259531.839649
  nChanged 62
		SP:Iteration 31Q (2623.660000 sec): 3 clusters
  Score: Raw -5264734.159867 + Penalty 5181.785487 = -5259552.374380
  nChanged 56
		SP:Iteration 32Q (2623.770000 sec): 3 clusters
  Score: Raw -5264754.884778 + Penalty 5181.785487 = -5259573.099291
  nChanged 53
		SP:Iteration 33Q (2623.870000 sec): 3 clusters
  Score: Raw -5264773.343226 + Penalty 5181.785487 = -5259591.557739
  nChanged 42
		SP:Iteration 34Q (2623.960000 sec): 3 clusters
  Score: Raw -5264788.559346 + Penalty 5181.785487 = -5259606.773859
  nChanged 56
		SP:Iteration 35Q (2624.060000 sec): 3 clusters
  Score: Raw -5264810.974799 + Penalty 5181.785487 = -5259629.189312
  nChanged 44
		SP:Iteration 36Q (2624.160000 sec): 3 clusters
  Score: Raw -5264828.710820 + Penalty 5181.785487 = -5259646.925333
  nChanged 39
		SP:Iteration 37Q (2624.260000 sec): 3 clusters
  Score: Raw -5264842.155046 + Penalty 5181.785487 = -5259660.369559
  nChanged 34
		SP:Iteration 38Q (2624.350000 sec): 3 clusters
  Score: Raw -5264853.759834 + Penalty 5181.785487 = -5259671.974347
  nChanged 40
		SP:Iteration 39Q (2624.450000 sec): 3 clusters
  Score: Raw -5264871.301547 + Penalty 5181.785487 = -5259689.516060
  nChanged 50
		SP:Iteration 40F (2624.580000 sec): 3 clusters
  Score: Raw -5264891.654218 + Penalty 5181.785487 = -5259709.868731
  nChanged 36
		SP:Iteration 41Q (2624.680000 sec): 3 clusters
  Score: Raw -5264908.283441 + Penalty 5181.785487 = -5259726.497954
  nChanged 42
		SP:Iteration 42Q (2624.780000 sec): 3 clusters
  Score: Raw -5264927.508747 + Penalty 5181.785487 = -5259745.723260
  nChanged 37
		SP:Iteration 43Q (2624.870000 sec): 3 clusters
  Score: Raw -5264946.316582 + Penalty 5181.785487 = -5259764.531095
  nChanged 38
		SP:Iteration 44Q (2624.960000 sec): 3 clusters
  Score: Raw -5264963.886178 + Penalty 5181.785487 = -5259782.100691
  nChanged 32
		SP:Iteration 45Q (2625.060000 sec): 3 clusters
  Score: Raw -5264977.227059 + Penalty 5181.785487 = -5259795.441572
  nChanged 22
		SP:Iteration 46Q (2625.160000 sec): 3 clusters
  Score: Raw -5264984.170654 + Penalty 5181.785487 = -5259802.385167
  nChanged 24
		SP:Iteration 47Q (2625.250000 sec): 3 clusters
  Score: Raw -5264993.384371 + Penalty 5181.785487 = -5259811.598884
  nChanged 24
		SP:Iteration 48Q (2625.340000 sec): 3 clusters
  Score: Raw -5265005.104433 + Penalty 5181.785487 = -5259823.318946
  nChanged 20
		SP:Iteration 49Q (2625.440000 sec): 3 clusters
  Score: Raw -5265015.562686 + Penalty 5181.785487 = -5259833.777199
  nChanged 19
		SP:Iteration 50Q (2625.540000 sec): 3 clusters
  Score: Raw -5265024.293688 + Penalty 5181.785487 = -5259842.508201
  nChanged 19
		SP:Iteration 51Q (2625.630000 sec): 3 clusters
  Score: Raw -5265032.670965 + Penalty 5181.785487 = -5259850.885478
  nChanged 13
		SP:Iteration 52Q (2625.720000 sec): 3 clusters
  Score: Raw -5265037.632365 + Penalty 5181.785487 = -5259855.846878
  nChanged 14
		SP:Iteration 53Q (2625.820000 sec): 3 clusters
  Score: Raw -5265043.034949 + Penalty 5181.785487 = -5259861.249462
  nChanged 7
		SP:Iteration 54Q (2625.910000 sec): 3 clusters
  Score: Raw -5265045.736064 + Penalty 5181.785487 = -5259863.950577
  nChanged 11
		SP:Iteration 55Q (2626.000000 sec): 3 clusters
  Score: Raw -5265051.083285 + Penalty 5181.785487 = -5259869.297798
  nChanged 10
		SP:Iteration 56Q (2626.100000 sec): 3 clusters
  Score: Raw -5265057.715990 + Penalty 5181.785487 = -5259875.930503
  nChanged 13
		SP:Iteration 57Q (2626.190000 sec): 3 clusters
  Score: Raw -5265064.927594 + Penalty 5181.785487 = -5259883.142107
  nChanged 10
		SP:Iteration 58Q (2626.280000 sec): 3 clusters
  Score: Raw -5265068.025202 + Penalty 5181.785487 = -5259886.239715
  nChanged 11
		SP:Iteration 59Q (2626.380000 sec): 3 clusters
  Score: Raw -5265072.337388 + Penalty 5181.785487 = -5259890.551901
  nChanged 3
		SP:Iteration 60F (2626.510000 sec): 3 clusters
  Score: Raw -5265073.604466 + Penalty 5181.785487 = -5259891.818979
  nChanged 4
		SP:Iteration 61Q (2626.600000 sec): 3 clusters
  Score: Raw -5265075.145330 + Penalty 5181.785487 = -5259893.359843
  nChanged 3
		SP:Iteration 62Q (2626.700000 sec): 3 clusters
  Score: Raw -5265076.011838 + Penalty 5181.785487 = -5259894.226351
  nChanged 2
		SP:Iteration 63Q (2626.790000 sec): 3 clusters
  Score: Raw -5265076.789083 + Penalty 5181.785487 = -5259895.003596
  nChanged 3
		SP:Iteration 64Q (2626.880000 sec): 3 clusters
  Score: Raw -5265078.086761 + Penalty 5181.785487 = -5259896.301274
  nChanged 2
		SP:Iteration 65Q (2626.980000 sec): 3 clusters
  Score: Raw -5265078.765222 + Penalty 5181.785487 = -5259896.979735
  nChanged 2
		SP:Iteration 66Q (2627.070000 sec): 3 clusters
  Score: Raw -5265079.515407 + Penalty 5181.785487 = -5259897.729920
  nChanged 0
		SP:Iteration 67F (2627.200000 sec): 3 clusters
  Score: Raw -5265079.515407 + Penalty 5181.785487 = -5259897.729920
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 31 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2627.220000 sec): 2 clusters
  Score: Raw -27088.895071 + Penalty 1372.280593 = -25716.614478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2627.220000 sec): 3 clusters
  Score: Raw -27317.332098 + Penalty 2744.561186 = -24572.770912
  nChanged 33
		SP:Iteration 1F (2627.220000 sec): 3 clusters
  Score: Raw -27450.090675 + Penalty 2744.561186 = -24705.529488
  nChanged 22
		SP:Iteration 2F (2627.220000 sec): 3 clusters
  Score: Raw -27641.077679 + Penalty 2744.561186 = -24896.516492
  nChanged 9
		SP:Iteration 3Q (2627.220000 sec): 3 clusters
  Score: Raw -27686.033305 + Penalty 2744.561186 = -24941.472118
  nChanged 8
		SP:Iteration 4Q (2627.220000 sec): 3 clusters
  Score: Raw -27748.198124 + Penalty 2744.561186 = -25003.636938
  nChanged 2
		SP:Iteration 5Q (2627.220000 sec): 3 clusters
  Score: Raw -27764.602045 + Penalty 2744.561186 = -25020.040859
  nChanged 0
		SP:Iteration 6F (2627.220000 sec): 3 clusters
  Score: Raw -27764.602045 + Penalty 2744.561186 = -25020.040859
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 32 (721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2627.220000 sec): 2 clusters
  Score: Raw -92353.119768 + Penalty 1631.998506 = -90721.121262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2627.230000 sec): 3 clusters
  Score: Raw -92285.587274 + Penalty 3263.997012 = -89021.590262
  nChanged 165
		SP:Iteration 1F (2627.230000 sec): 3 clusters
  Score: Raw -92574.875198 + Penalty 3263.997012 = -89310.878185
  nChanged 56
		SP:Iteration 2F (2627.230000 sec): 3 clusters
  Score: Raw -92688.165006 + Penalty 3263.997012 = -89424.167994
  nChanged 37
		SP:Iteration 3F (2627.240000 sec): 3 clusters
  Score: Raw -92812.791614 + Penalty 3263.997012 = -89548.794602
  nChanged 29
		SP:Iteration 4Q (2627.240000 sec): 3 clusters
  Score: Raw -92928.986826 + Penalty 3263.997012 = -89664.989814
  nChanged 20
		SP:Iteration 5Q (2627.240000 sec): 3 clusters
  Score: Raw -92988.607720 + Penalty 3263.997012 = -89724.610708
  nChanged 24
		SP:Iteration 6Q (2627.240000 sec): 3 clusters
  Score: Raw -93089.457559 + Penalty 3263.997012 = -89825.460547
  nChanged 16
		SP:Iteration 7Q (2627.240000 sec): 3 clusters
  Score: Raw -93173.197087 + Penalty 3263.997012 = -89909.200075
  nChanged 16
		SP:Iteration 8Q (2627.250000 sec): 3 clusters
  Score: Raw -93227.555237 + Penalty 3263.997012 = -89963.558225
  nChanged 10
		SP:Iteration 9Q (2627.250000 sec): 3 clusters
  Score: Raw -93249.308157 + Penalty 3263.997012 = -89985.311145
  nChanged 9
		SP:Iteration 10Q (2627.250000 sec): 3 clusters
  Score: Raw -93273.859046 + Penalty 3263.997012 = -90009.862034
  nChanged 4
		SP:Iteration 11Q (2627.260000 sec): 3 clusters
  Score: Raw -93285.914432 + Penalty 3263.997012 = -90021.917420
  nChanged 3
		SP:Iteration 12Q (2627.260000 sec): 3 clusters
  Score: Raw -93289.571321 + Penalty 3263.997012 = -90025.574309
  nChanged 4
		SP:Iteration 13Q (2627.260000 sec): 3 clusters
  Score: Raw -93298.656310 + Penalty 3263.997012 = -90034.659297
  nChanged 5
		SP:Iteration 14Q (2627.260000 sec): 3 clusters
  Score: Raw -93307.384198 + Penalty 3263.997012 = -90043.387186
  nChanged 3
		SP:Iteration 15Q (2627.260000 sec): 3 clusters
  Score: Raw -93321.589441 + Penalty 3263.997012 = -90057.592429
  nChanged 3
		SP:Iteration 16Q (2627.260000 sec): 3 clusters
  Score: Raw -93324.209959 + Penalty 3263.997012 = -90060.212947
  nChanged 2
		SP:Iteration 17Q (2627.270000 sec): 3 clusters
  Score: Raw -93327.956730 + Penalty 3263.997012 = -90063.959718
  nChanged 2
		SP:Iteration 18Q (2627.270000 sec): 3 clusters
  Score: Raw -93335.231235 + Penalty 3263.997012 = -90071.234223
  nChanged 3
		SP:Iteration 19Q (2627.270000 sec): 3 clusters
  Score: Raw -93342.538932 + Penalty 3263.997012 = -90078.541920
  nChanged 2
		SP:Iteration 20F (2627.280000 sec): 3 clusters
  Score: Raw -93347.390187 + Penalty 3263.997012 = -90083.393175
  nChanged 2
		SP:Iteration 21Q (2627.280000 sec): 3 clusters
  Score: Raw -93351.631330 + Penalty 3263.997012 = -90087.634318
  nChanged 3
		SP:Iteration 22Q (2627.280000 sec): 3 clusters
  Score: Raw -93357.660847 + Penalty 3263.997012 = -90093.663835
  nChanged 2
		SP:Iteration 23Q (2627.280000 sec): 3 clusters
  Score: Raw -93359.701390 + Penalty 3263.997012 = -90095.704378
  nChanged 0
		SP:Iteration 24F (2627.280000 sec): 3 clusters
  Score: Raw -93359.701390 + Penalty 3263.997012 = -90095.704378
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 33 (193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2627.290000 sec): 2 clusters
  Score: Raw -25068.601729 + Penalty 1305.147167 = -23763.454562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2627.290000 sec): 3 clusters
  Score: Raw -25475.950536 + Penalty 2610.294334 = -22865.656202
  nChanged 22
		SP:Iteration 1F (2627.290000 sec): 3 clusters
  Score: Raw -25588.137643 + Penalty 2610.294334 = -22977.843309
  nChanged 2
		SP:Iteration 2Q (2627.290000 sec): 3 clusters
  Score: Raw -25652.909530 + Penalty 2610.294334 = -23042.615197
  nChanged 2
		SP:Iteration 3Q (2627.290000 sec): 3 clusters
  Score: Raw -25660.072210 + Penalty 2610.294334 = -23049.777877
  nChanged 0
		SP:Iteration 4F (2627.290000 sec): 3 clusters
  Score: Raw -25660.072210 + Penalty 2610.294334 = -23049.777877
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 34 (927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2627.300000 sec): 2 clusters
  Score: Raw -122976.049857 + Penalty 1694.324484 = -121281.725372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2627.300000 sec): 3 clusters
  Score: Raw -122773.358354 + Penalty 3388.648969 = -119384.709386
  nChanged 241
		SP:Iteration 1F (2627.300000 sec): 3 clusters
  Score: Raw -123053.379577 + Penalty 3388.648969 = -119664.730609
  nChanged 44
		SP:Iteration 2Q (2627.310000 sec): 3 clusters
  Score: Raw -123119.802639 + Penalty 3388.648969 = -119731.153670
  nChanged 30
		SP:Iteration 3Q (2627.310000 sec): 3 clusters
  Score: Raw -123160.186479 + Penalty 3388.648969 = -119771.537510
  nChanged 22
		SP:Iteration 4Q (2627.310000 sec): 3 clusters
  Score: Raw -123187.730836 + Penalty 3388.648969 = -119799.081868
  nChanged 10
		SP:Iteration 5Q (2627.320000 sec): 3 clusters
  Score: Raw -123198.626147 + Penalty 3388.648969 = -119809.977179
  nChanged 7
		SP:Iteration 6Q (2627.320000 sec): 3 clusters
  Score: Raw -123205.918087 + Penalty 3388.648969 = -119817.269118
  nChanged 7
		SP:Iteration 7Q (2627.320000 sec): 3 clusters
  Score: Raw -123214.808321 + Penalty 3388.648969 = -119826.159353
  nChanged 5
		SP:Iteration 8Q (2627.330000 sec): 3 clusters
  Score: Raw -123220.046483 + Penalty 3388.648969 = -119831.397514
  nChanged 4
		SP:Iteration 9Q (2627.330000 sec): 3 clusters
  Score: Raw -123225.971073 + Penalty 3388.648969 = -119837.322104
  nChanged 6
		SP:Iteration 10Q (2627.330000 sec): 3 clusters
  Score: Raw -123233.937717 + Penalty 3388.648969 = -119845.288749
  nChanged 6
		SP:Iteration 11Q (2627.340000 sec): 3 clusters
  Score: Raw -123243.941268 + Penalty 3388.648969 = -119855.292300
  nChanged 9
		SP:Iteration 12Q (2627.340000 sec): 3 clusters
  Score: Raw -123264.213262 + Penalty 3388.648969 = -119875.564293
  nChanged 9
		SP:Iteration 13Q (2627.340000 sec): 3 clusters
  Score: Raw -123285.067787 + Penalty 3388.648969 = -119896.418819
  nChanged 8
		SP:Iteration 14Q (2627.350000 sec): 3 clusters
  Score: Raw -123300.287462 + Penalty 3388.648969 = -119911.638493
  nChanged 10
		SP:Iteration 15Q (2627.350000 sec): 3 clusters
  Score: Raw -123317.401246 + Penalty 3388.648969 = -119928.752277
  nChanged 10
		SP:Iteration 16Q (2627.350000 sec): 3 clusters
  Score: Raw -123333.747970 + Penalty 3388.648969 = -119945.099002
  nChanged 9
		SP:Iteration 17Q (2627.360000 sec): 3 clusters
  Score: Raw -123348.519503 + Penalty 3388.648969 = -119959.870534
  nChanged 3
		SP:Iteration 18Q (2627.360000 sec): 3 clusters
  Score: Raw -123351.973882 + Penalty 3388.648969 = -119963.324914
  nChanged 2
		SP:Iteration 19Q (2627.360000 sec): 3 clusters
  Score: Raw -123355.606456 + Penalty 3388.648969 = -119966.957488
  nChanged 4
		SP:Iteration 20F (2627.360000 sec): 3 clusters
  Score: Raw -123363.732834 + Penalty 3388.648969 = -119975.083865
  nChanged 7
		SP:Iteration 21Q (2627.370000 sec): 3 clusters
  Score: Raw -123376.106902 + Penalty 3388.648969 = -119987.457933
  nChanged 7
		SP:Iteration 22Q (2627.370000 sec): 3 clusters
  Score: Raw -123385.826521 + Penalty 3388.648969 = -119997.177553
  nChanged 4
		SP:Iteration 23Q (2627.380000 sec): 3 clusters
  Score: Raw -123391.631077 + Penalty 3388.648969 = -120002.982108
  nChanged 10
		SP:Iteration 24Q (2627.380000 sec): 3 clusters
  Score: Raw -123404.846536 + Penalty 3388.648969 = -120016.197567
  nChanged 4
		SP:Iteration 25Q (2627.380000 sec): 3 clusters
  Score: Raw -123411.000074 + Penalty 3388.648969 = -120022.351105
  nChanged 3
		SP:Iteration 26Q (2627.380000 sec): 3 clusters
  Score: Raw -123414.067471 + Penalty 3388.648969 = -120025.418502
  nChanged 2
		SP:Iteration 27Q (2627.390000 sec): 3 clusters
  Score: Raw -123416.829252 + Penalty 3388.648969 = -120028.180284
  nChanged 2
		SP:Iteration 28Q (2627.390000 sec): 3 clusters
  Score: Raw -123419.057527 + Penalty 3388.648969 = -120030.408559
  nChanged 1
		SP:Iteration 29Q (2627.400000 sec): 3 clusters
  Score: Raw -123419.692140 + Penalty 3388.648969 = -120031.043171
  nChanged 1
		SP:Iteration 30Q (2627.400000 sec): 3 clusters
  Score: Raw -123422.050694 + Penalty 3388.648969 = -120033.401725
  nChanged 1
		SP:Iteration 31Q (2627.400000 sec): 3 clusters
  Score: Raw -123424.930778 + Penalty 3388.648969 = -120036.281809
  nChanged 2
		SP:Iteration 32Q (2627.400000 sec): 3 clusters
  Score: Raw -123428.050845 + Penalty 3388.648969 = -120039.401876
  nChanged 3
		SP:Iteration 33Q (2627.410000 sec): 3 clusters
  Score: Raw -123435.439033 + Penalty 3388.648969 = -120046.790064
  nChanged 6
		SP:Iteration 34Q (2627.410000 sec): 3 clusters
  Score: Raw -123448.817712 + Penalty 3388.648969 = -120060.168744
  nChanged 9
		SP:Iteration 35Q (2627.410000 sec): 3 clusters
  Score: Raw -123467.396514 + Penalty 3388.648969 = -120078.747545
  nChanged 5
		SP:Iteration 36Q (2627.420000 sec): 3 clusters
  Score: Raw -123475.367919 + Penalty 3388.648969 = -120086.718951
  nChanged 0
		SP:Iteration 37F (2627.420000 sec): 3 clusters
  Score: Raw -123475.367919 + Penalty 3388.648969 = -120086.718951
  nChanged 0
Iteration 179Q (2635.600000 sec): 35 clusters
  Score: Raw -117615553.919569 + Penalty 114739.327988 = -117500814.591580
  nChanged 272
Iteration 180F (2671.730000 sec): 35 clusters
  Score: Raw -117615645.547818 + Penalty 114739.327988 = -117500906.219830
  nChanged 224
Iteration 181Q (2679.910000 sec): 35 clusters
  Score: Raw -117615722.600652 + Penalty 114739.327988 = -117500983.272664
  nChanged 205
Iteration 182Q (2688.100000 sec): 35 clusters
  Score: Raw -117615748.115502 + Penalty 114739.327988 = -117501008.787514
  nChanged 186
Iteration 183Q (2696.290000 sec): 35 clusters
  Score: Raw -117615764.956515 + Penalty 114739.327988 = -117501025.628527
  nChanged 173
Iteration 184Q (2704.440000 sec): 35 clusters
  Score: Raw -117615775.472350 + Penalty 114739.327988 = -117501036.144362
  nChanged 158
Iteration 185Q (2712.550000 sec): 35 clusters
  Score: Raw -117615786.373614 + Penalty 114739.327988 = -117501047.045626
  nChanged 134
Iteration 186Q (2720.690000 sec): 35 clusters
  Score: Raw -117615794.451779 + Penalty 114739.327988 = -117501055.123791
  nChanged 140
Iteration 187Q (2728.830000 sec): 35 clusters
  Score: Raw -117615803.265148 + Penalty 114739.327988 = -117501063.937160
  nChanged 145
Iteration 188Q (2736.960000 sec): 35 clusters
  Score: Raw -117615810.688762 + Penalty 114739.327988 = -117501071.360774
  nChanged 120
Iteration 189Q (2745.190000 sec): 35 clusters
  Score: Raw -117615816.073856 + Penalty 114739.327988 = -117501076.745867
  nChanged 107
Iteration 190Q (2753.390000 sec): 35 clusters
  Score: Raw -117615820.470589 + Penalty 114739.327988 = -117501081.142601
  nChanged 84
Iteration 191Q (2761.550000 sec): 35 clusters
  Score: Raw -117615824.001297 + Penalty 114739.327988 = -117501084.673309
  nChanged 77
Iteration 192Q (2769.710000 sec): 35 clusters
  Score: Raw -117615827.683336 + Penalty 114739.327988 = -117501088.355348
  nChanged 98
Iteration 193Q (2777.920000 sec): 35 clusters
  Score: Raw -117615831.601663 + Penalty 114739.327988 = -117501092.273674
  nChanged 90
Iteration 194Q (2786.100000 sec): 35 clusters
  Score: Raw -117615836.985377 + Penalty 114739.327988 = -117501097.657389
  nChanged 86
Iteration 195Q (2794.290000 sec): 35 clusters
  Score: Raw -117615840.794582 + Penalty 114739.327988 = -117501101.466594
  nChanged 91
Iteration 196Q (2802.460000 sec): 35 clusters
  Score: Raw -117615843.654743 + Penalty 114739.327988 = -117501104.326754
  nChanged 82
Iteration 197Q (2810.600000 sec): 35 clusters
  Score: Raw -117615846.322174 + Penalty 114739.327988 = -117501106.994186
  nChanged 72
Iteration 198Q (2818.740000 sec): 35 clusters
  Score: Raw -117615848.291191 + Penalty 114739.327988 = -117501108.963202
  nChanged 59
Iteration 199Q (2826.880000 sec): 35 clusters
  Score: Raw -117615850.692516 + Penalty 114739.327988 = -117501111.364528
  nChanged 52
Iteration 200F (2863.030000 sec): 35 clusters
  Score: Raw -117615853.147531 + Penalty 114739.327988 = -117501113.819543
  nChanged 57
Iteration 201Q (2871.250000 sec): 35 clusters
  Score: Raw -117615855.549404 + Penalty 114739.327988 = -117501116.221416
  nChanged 49
Iteration 202Q (2879.400000 sec): 35 clusters
  Score: Raw -117615857.225171 + Penalty 114739.327988 = -117501117.897183
  nChanged 36
Iteration 203Q (2887.530000 sec): 35 clusters
  Score: Raw -117615858.795139 + Penalty 114739.327988 = -117501119.467151
  nChanged 31
Iteration 204Q (2895.670000 sec): 35 clusters
  Score: Raw -117615860.286702 + Penalty 114739.327988 = -117501120.958714
  nChanged 41
Iteration 205Q (2903.820000 sec): 35 clusters
  Score: Raw -117615861.778098 + Penalty 114739.327988 = -117501122.450110
  nChanged 30
Iteration 206Q (2912.070000 sec): 35 clusters
  Score: Raw -117615862.682446 + Penalty 114739.327988 = -117501123.354458
  nChanged 32
Iteration 207Q (2920.270000 sec): 35 clusters
  Score: Raw -117615863.348063 + Penalty 114739.327988 = -117501124.020074
  nChanged 24
Iteration 208Q (2928.410000 sec): 35 clusters
  Score: Raw -117615863.843794 + Penalty 114739.327988 = -117501124.515806
  nChanged 24
Iteration 209Q (2936.570000 sec): 35 clusters
  Score: Raw -117615864.137778 + Penalty 114739.327988 = -117501124.809789
  nChanged 23
Iteration 210Q (2944.710000 sec): 35 clusters
  Score: Raw -117615864.340904 + Penalty 114739.327988 = -117501125.012915
  nChanged 24
Iteration 211Q (2952.870000 sec): 35 clusters
  Score: Raw -117615864.585704 + Penalty 114739.327988 = -117501125.257716
  nChanged 16
Iteration 212Q (2961.060000 sec): 35 clusters
  Score: Raw -117615864.715477 + Penalty 114739.327988 = -117501125.387489
  nChanged 6
Iteration 213Q (2969.210000 sec): 35 clusters
  Score: Raw -117615864.760206 + Penalty 114739.327988 = -117501125.432218
  nChanged 8
Iteration 214Q (2977.320000 sec): 35 clusters
  Score: Raw -117615864.857426 + Penalty 114739.327988 = -117501125.529438
  nChanged 11
Iteration 215Q (2985.480000 sec): 35 clusters
  Score: Raw -117615865.023168 + Penalty 114739.327988 = -117501125.695180
  nChanged 10
Iteration 216Q (2993.600000 sec): 35 clusters
  Score: Raw -117615865.246423 + Penalty 114739.327988 = -117501125.918435
  nChanged 7
Iteration 217Q (3001.950000 sec): 35 clusters
  Score: Raw -117615865.470095 + Penalty 114739.327988 = -117501126.142107
  nChanged 9
Iteration 218Q (3010.550000 sec): 35 clusters
  Score: Raw -117615865.816945 + Penalty 114739.327988 = -117501126.488957
  nChanged 7
Writing temp clu file 
Because OldScore, -117501126.142107, is greater than current (better) Score,-117501126.488957 
 Compute initial score before splitting:   Score: Raw -117615865.816945 + Penalty 114739.327988 = -117501126.488957
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3010.700000 sec): 2 clusters
  Score: Raw -122761.033076 + Penalty 1666.315262 = -121094.717813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3010.700000 sec): 3 clusters
  Score: Raw -122599.237833 + Penalty 3332.630525 = -119266.607309
  nChanged 186
		SP:Iteration 1F (3010.700000 sec): 3 clusters
  Score: Raw -122809.135008 + Penalty 3332.630525 = -119476.504483
  nChanged 42
		SP:Iteration 2F (3010.710000 sec): 3 clusters
  Score: Raw -122874.541583 + Penalty 3332.630525 = -119541.911058
  nChanged 18
		SP:Iteration 3Q (3010.710000 sec): 3 clusters
  Score: Raw -122910.629772 + Penalty 3332.630525 = -119577.999247
  nChanged 16
		SP:Iteration 4Q (3010.710000 sec): 3 clusters
  Score: Raw -122930.234702 + Penalty 3332.630525 = -119597.604177
  nChanged 4
		SP:Iteration 5Q (3010.720000 sec): 3 clusters
  Score: Raw -122934.051399 + Penalty 3332.630525 = -119601.420875
  nChanged 4
		SP:Iteration 6Q (3010.720000 sec): 3 clusters
  Score: Raw -122936.793869 + Penalty 3332.630525 = -119604.163344
  nChanged 4
		SP:Iteration 7Q (3010.720000 sec): 3 clusters
  Score: Raw -122945.254341 + Penalty 3332.630525 = -119612.623816
  nChanged 7
		SP:Iteration 8Q (3010.730000 sec): 3 clusters
  Score: Raw -122951.196779 + Penalty 3332.630525 = -119618.566254
  nChanged 4
		SP:Iteration 9Q (3010.730000 sec): 3 clusters
  Score: Raw -122954.513815 + Penalty 3332.630525 = -119621.883290
  nChanged 0
		SP:Iteration 10F (3010.730000 sec): 3 clusters
  Score: Raw -122954.513815 + Penalty 3332.630525 = -119621.883290
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3010.740000 sec): 2 clusters
  Score: Raw -179904.369306 + Penalty 1762.234960 = -178142.134345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3010.740000 sec): 3 clusters
  Score: Raw -179550.976430 + Penalty 3524.469920 = -176026.506510
  nChanged 318
		SP:Iteration 1F (3010.750000 sec): 3 clusters
  Score: Raw -179840.285299 + Penalty 3524.469920 = -176315.815378
  nChanged 77
		SP:Iteration 2F (3010.750000 sec): 3 clusters
  Score: Raw -179940.870083 + Penalty 3524.469920 = -176416.400163
  nChanged 52
		SP:Iteration 3Q (3010.760000 sec): 3 clusters
  Score: Raw -180052.597899 + Penalty 3524.469920 = -176528.127979
  nChanged 49
		SP:Iteration 4Q (3010.760000 sec): 3 clusters
  Score: Raw -180139.148989 + Penalty 3524.469920 = -176614.679069
  nChanged 40
		SP:Iteration 5Q (3010.770000 sec): 3 clusters
  Score: Raw -180203.345668 + Penalty 3524.469920 = -176678.875748
  nChanged 40
		SP:Iteration 6Q (3010.770000 sec): 3 clusters
  Score: Raw -180264.988909 + Penalty 3524.469920 = -176740.518989
  nChanged 34
		SP:Iteration 7Q (3010.780000 sec): 3 clusters
  Score: Raw -180306.593399 + Penalty 3524.469920 = -176782.123478
  nChanged 27
		SP:Iteration 8Q (3010.780000 sec): 3 clusters
  Score: Raw -180360.116383 + Penalty 3524.469920 = -176835.646463
  nChanged 22
		SP:Iteration 9Q (3010.790000 sec): 3 clusters
  Score: Raw -180388.766076 + Penalty 3524.469920 = -176864.296155
  nChanged 20
		SP:Iteration 10Q (3010.790000 sec): 3 clusters
  Score: Raw -180421.995615 + Penalty 3524.469920 = -176897.525695
  nChanged 21
		SP:Iteration 11Q (3010.790000 sec): 3 clusters
  Score: Raw -180449.547826 + Penalty 3524.469920 = -176925.077905
  nChanged 19
		SP:Iteration 12Q (3010.800000 sec): 3 clusters
  Score: Raw -180480.141792 + Penalty 3524.469920 = -176955.671872
  nChanged 12
		SP:Iteration 13Q (3010.810000 sec): 3 clusters
  Score: Raw -180495.959215 + Penalty 3524.469920 = -176971.489294
  nChanged 12
		SP:Iteration 14Q (3010.810000 sec): 3 clusters
  Score: Raw -180508.712788 + Penalty 3524.469920 = -176984.242868
  nChanged 16
		SP:Iteration 15Q (3010.810000 sec): 3 clusters
  Score: Raw -180527.084019 + Penalty 3524.469920 = -177002.614099
  nChanged 9
		SP:Iteration 16Q (3010.820000 sec): 3 clusters
  Score: Raw -180537.504647 + Penalty 3524.469920 = -177013.034727
  nChanged 8
		SP:Iteration 17Q (3010.820000 sec): 3 clusters
  Score: Raw -180546.861153 + Penalty 3524.469920 = -177022.391233
  nChanged 5
		SP:Iteration 18Q (3010.830000 sec): 3 clusters
  Score: Raw -180551.449959 + Penalty 3524.469920 = -177026.980039
  nChanged 5
		SP:Iteration 19Q (3010.830000 sec): 3 clusters
  Score: Raw -180558.029417 + Penalty 3524.469920 = -177033.559497
  nChanged 1
		SP:Iteration 20F (3010.840000 sec): 3 clusters
  Score: Raw -180558.829379 + Penalty 3524.469920 = -177034.359459
  nChanged 1
		SP:Iteration 21Q (3010.840000 sec): 3 clusters
  Score: Raw -180559.537263 + Penalty 3524.469920 = -177035.067343
  nChanged 3
		SP:Iteration 22Q (3010.850000 sec): 3 clusters
  Score: Raw -180572.697001 + Penalty 3524.469920 = -177048.227081
  nChanged 3
		SP:Iteration 23Q (3010.850000 sec): 3 clusters
  Score: Raw -180576.252687 + Penalty 3524.469920 = -177051.782767
  nChanged 1
		SP:Iteration 24Q (3010.850000 sec): 3 clusters
  Score: Raw -180578.554696 + Penalty 3524.469920 = -177054.084776
  nChanged 3
		SP:Iteration 25Q (3010.860000 sec): 3 clusters
  Score: Raw -180587.326782 + Penalty 3524.469920 = -177062.856861
  nChanged 4
		SP:Iteration 26Q (3010.860000 sec): 3 clusters
  Score: Raw -180595.191572 + Penalty 3524.469920 = -177070.721652
  nChanged 5
		SP:Iteration 27Q (3010.870000 sec): 3 clusters
  Score: Raw -180601.603918 + Penalty 3524.469920 = -177077.133998
  nChanged 4
		SP:Iteration 28Q (3010.870000 sec): 3 clusters
  Score: Raw -180607.852864 + Penalty 3524.469920 = -177083.382943
  nChanged 4
		SP:Iteration 29Q (3010.870000 sec): 3 clusters
  Score: Raw -180611.599987 + Penalty 3524.469920 = -177087.130067
  nChanged 5
		SP:Iteration 30Q (3010.880000 sec): 3 clusters
  Score: Raw -180615.634516 + Penalty 3524.469920 = -177091.164596
  nChanged 2
		SP:Iteration 31Q (3010.890000 sec): 3 clusters
  Score: Raw -180622.481099 + Penalty 3524.469920 = -177098.011179
  nChanged 2
		SP:Iteration 32Q (3010.890000 sec): 3 clusters
  Score: Raw -180624.496903 + Penalty 3524.469920 = -177100.026983
  nChanged 1
		SP:Iteration 33Q (3010.890000 sec): 3 clusters
  Score: Raw -180625.814827 + Penalty 3524.469920 = -177101.344907
  nChanged 2
		SP:Iteration 34Q (3010.900000 sec): 3 clusters
  Score: Raw -180630.637098 + Penalty 3524.469920 = -177106.167178
  nChanged 3
		SP:Iteration 35Q (3010.900000 sec): 3 clusters
  Score: Raw -180635.915886 + Penalty 3524.469920 = -177111.445965
  nChanged 3
		SP:Iteration 36Q (3010.910000 sec): 3 clusters
  Score: Raw -180639.541183 + Penalty 3524.469920 = -177115.071263
  nChanged 5
		SP:Iteration 37Q (3010.910000 sec): 3 clusters
  Score: Raw -180646.314628 + Penalty 3524.469920 = -177121.844708
  nChanged 5
		SP:Iteration 38Q (3010.910000 sec): 3 clusters
  Score: Raw -180654.169808 + Penalty 3524.469920 = -177129.699887
  nChanged 4
		SP:Iteration 39Q (3010.920000 sec): 3 clusters
  Score: Raw -180660.662659 + Penalty 3524.469920 = -177136.192739
  nChanged 5
		SP:Iteration 40F (3010.920000 sec): 3 clusters
  Score: Raw -180666.365199 + Penalty 3524.469920 = -177141.895279
  nChanged 4
		SP:Iteration 41Q (3010.930000 sec): 3 clusters
  Score: Raw -180669.495774 + Penalty 3524.469920 = -177145.025854
  nChanged 2
		SP:Iteration 42Q (3010.930000 sec): 3 clusters
  Score: Raw -180671.590573 + Penalty 3524.469920 = -177147.120653
  nChanged 1
		SP:Iteration 43Q (3010.940000 sec): 3 clusters
  Score: Raw -180672.035922 + Penalty 3524.469920 = -177147.566002
  nChanged 2
		SP:Iteration 44Q (3010.940000 sec): 3 clusters
  Score: Raw -180674.542113 + Penalty 3524.469920 = -177150.072193
  nChanged 2
		SP:Iteration 45Q (3010.950000 sec): 3 clusters
  Score: Raw -180676.391196 + Penalty 3524.469920 = -177151.921275
  nChanged 0
		SP:Iteration 46F (3010.950000 sec): 3 clusters
  Score: Raw -180676.391196 + Penalty 3524.469920 = -177151.921275
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3010.950000 sec): 2 clusters
  Score: Raw -22540.062065 + Penalty 1297.314937 = -21242.747128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3010.950000 sec): 3 clusters
  Score: Raw -22854.968678 + Penalty 2594.629874 = -20260.338804
  nChanged 26
		SP:Iteration 1F (3010.950000 sec): 3 clusters
  Score: Raw -23003.305228 + Penalty 2594.629874 = -20408.675354
  nChanged 10
		SP:Iteration 2F (3010.950000 sec): 3 clusters
  Score: Raw -23048.037317 + Penalty 2594.629874 = -20453.407443
  nChanged 5
		SP:Iteration 3Q (3010.950000 sec): 3 clusters
  Score: Raw -23077.464398 + Penalty 2594.629874 = -20482.834524
  nChanged 4
		SP:Iteration 4Q (3010.960000 sec): 3 clusters
  Score: Raw -23178.489560 + Penalty 2594.629874 = -20583.859686
  nChanged 3
		SP:Iteration 5Q (3010.960000 sec): 3 clusters
  Score: Raw -23191.996654 + Penalty 2594.629874 = -20597.366780
  nChanged 2
		SP:Iteration 6Q (3010.960000 sec): 3 clusters
  Score: Raw -23203.638441 + Penalty 2594.629874 = -20609.008567
  nChanged 0
		SP:Iteration 7F (3010.960000 sec): 3 clusters
  Score: Raw -23203.638441 + Penalty 2594.629874 = -20609.008567
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (2808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3010.970000 sec): 2 clusters
  Score: Raw -412082.647571 + Penalty 1969.176486 = -410113.471085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3010.980000 sec): 3 clusters
  Score: Raw -410926.325514 + Penalty 3938.352972 = -406987.972543
  nChanged 957
		SP:Iteration 1F (3010.990000 sec): 3 clusters
  Score: Raw -411614.299857 + Penalty 3938.352972 = -407675.946885
  nChanged 224
		SP:Iteration 2F (3011.010000 sec): 3 clusters
  Score: Raw -411825.697696 + Penalty 3938.352972 = -407887.344724
  nChanged 153
		SP:Iteration 3F (3011.010000 sec): 3 clusters
  Score: Raw -411959.481683 + Penalty 3938.352972 = -408021.128711
  nChanged 114
		SP:Iteration 4Q (3011.030000 sec): 3 clusters
  Score: Raw -412075.596595 + Penalty 3938.352972 = -408137.243624
  nChanged 118
		SP:Iteration 5Q (3011.040000 sec): 3 clusters
  Score: Raw -412179.765664 + Penalty 3938.352972 = -408241.412693
  nChanged 110
		SP:Iteration 6Q (3011.050000 sec): 3 clusters
  Score: Raw -412279.978623 + Penalty 3938.352972 = -408341.625651
  nChanged 102
		SP:Iteration 7Q (3011.060000 sec): 3 clusters
  Score: Raw -412388.190535 + Penalty 3938.352972 = -408449.837563
  nChanged 102
		SP:Iteration 8Q (3011.070000 sec): 3 clusters
  Score: Raw -412474.260300 + Penalty 3938.352972 = -408535.907329
  nChanged 67
		SP:Iteration 9Q (3011.080000 sec): 3 clusters
  Score: Raw -412538.301719 + Penalty 3938.352972 = -408599.948747
  nChanged 65
		SP:Iteration 10Q (3011.090000 sec): 3 clusters
  Score: Raw -412595.696514 + Penalty 3938.352972 = -408657.343542
  nChanged 67
		SP:Iteration 11Q (3011.100000 sec): 3 clusters
  Score: Raw -412655.277915 + Penalty 3938.352972 = -408716.924944
  nChanged 57
		SP:Iteration 12Q (3011.110000 sec): 3 clusters
  Score: Raw -412713.104544 + Penalty 3938.352972 = -408774.751572
  nChanged 59
		SP:Iteration 13Q (3011.130000 sec): 3 clusters
  Score: Raw -412779.311291 + Penalty 3938.352972 = -408840.958319
  nChanged 54
		SP:Iteration 14Q (3011.130000 sec): 3 clusters
  Score: Raw -412838.164107 + Penalty 3938.352972 = -408899.811135
  nChanged 37
		SP:Iteration 15Q (3011.150000 sec): 3 clusters
  Score: Raw -412883.158313 + Penalty 3938.352972 = -408944.805341
  nChanged 33
		SP:Iteration 16Q (3011.150000 sec): 3 clusters
  Score: Raw -412913.173834 + Penalty 3938.352972 = -408974.820863
  nChanged 17
		SP:Iteration 17Q (3011.170000 sec): 3 clusters
  Score: Raw -412933.658274 + Penalty 3938.352972 = -408995.305303
  nChanged 12
		SP:Iteration 18Q (3011.170000 sec): 3 clusters
  Score: Raw -412944.666310 + Penalty 3938.352972 = -409006.313338
  nChanged 14
		SP:Iteration 19Q (3011.180000 sec): 3 clusters
  Score: Raw -412955.346695 + Penalty 3938.352972 = -409016.993724
  nChanged 10
		SP:Iteration 20F (3011.190000 sec): 3 clusters
  Score: Raw -412963.831836 + Penalty 3938.352972 = -409025.478865
  nChanged 7
		SP:Iteration 21Q (3011.210000 sec): 3 clusters
  Score: Raw -412968.261543 + Penalty 3938.352972 = -409029.908571
  nChanged 3
		SP:Iteration 22Q (3011.210000 sec): 3 clusters
  Score: Raw -412970.622627 + Penalty 3938.352972 = -409032.269656
  nChanged 5
		SP:Iteration 23Q (3011.220000 sec): 3 clusters
  Score: Raw -412973.343977 + Penalty 3938.352972 = -409034.991005
  nChanged 0
		SP:Iteration 24F (3011.230000 sec): 3 clusters
  Score: Raw -412973.343977 + Penalty 3938.352972 = -409034.991005
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3011.240000 sec): 2 clusters
  Score: Raw -77809.852459 + Penalty 1571.093454 = -76238.759005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3011.240000 sec): 3 clusters
  Score: Raw -77855.282703 + Penalty 3142.186909 = -74713.095795
  nChanged 137
		SP:Iteration 1F (3011.240000 sec): 3 clusters
  Score: Raw -78294.564687 + Penalty 3142.186909 = -75152.377778
  nChanged 64
		SP:Iteration 2F (3011.250000 sec): 3 clusters
  Score: Raw -78655.506074 + Penalty 3142.186909 = -75513.319165
  nChanged 38
		SP:Iteration 3F (3011.250000 sec): 3 clusters
  Score: Raw -78918.512353 + Penalty 3142.186909 = -75776.325444
  nChanged 27
		SP:Iteration 4Q (3011.250000 sec): 3 clusters
  Score: Raw -79029.113579 + Penalty 3142.186909 = -75886.926670
  nChanged 14
		SP:Iteration 5Q (3011.250000 sec): 3 clusters
  Score: Raw -79081.490402 + Penalty 3142.186909 = -75939.303493
  nChanged 12
		SP:Iteration 6Q (3011.250000 sec): 3 clusters
  Score: Raw -79120.829626 + Penalty 3142.186909 = -75978.642717
  nChanged 10
		SP:Iteration 7Q (3011.250000 sec): 3 clusters
  Score: Raw -79156.781079 + Penalty 3142.186909 = -76014.594171
  nChanged 6
		SP:Iteration 8Q (3011.260000 sec): 3 clusters
  Score: Raw -79170.550591 + Penalty 3142.186909 = -76028.363683
  nChanged 1
		SP:Iteration 9Q (3011.260000 sec): 3 clusters
  Score: Raw -79171.348299 + Penalty 3142.186909 = -76029.161390
  nChanged 1
		SP:Iteration 10Q (3011.260000 sec): 3 clusters
  Score: Raw -79178.106151 + Penalty 3142.186909 = -76035.919242
  nChanged 0
		SP:Iteration 11F (3011.260000 sec): 3 clusters
  Score: Raw -79178.106151 + Penalty 3142.186909 = -76035.919242
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3011.330000 sec): 2 clusters
  Score: Raw -2464024.121161 + Penalty 2427.443022 = -2461596.678139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3011.410000 sec): 3 clusters
  Score: Raw -2453763.286573 + Penalty 4854.886044 = -2448908.400530
  nChanged 7740
		SP:Iteration 1F (3011.480000 sec): 3 clusters
  Score: Raw -2458021.881025 + Penalty 4854.886044 = -2453166.994982
  nChanged 1092
		SP:Iteration 2F (3011.550000 sec): 3 clusters
  Score: Raw -2458629.249144 + Penalty 4854.886044 = -2453774.363101
  nChanged 1061
		SP:Iteration 3F (3011.620000 sec): 3 clusters
  Score: Raw -2459196.722173 + Penalty 4854.886044 = -2454341.836130
  nChanged 974
		SP:Iteration 4F (3011.700000 sec): 3 clusters
  Score: Raw -2459710.643503 + Penalty 4854.886044 = -2454855.757459
  nChanged 931
		SP:Iteration 5F (3011.770000 sec): 3 clusters
  Score: Raw -2460184.109908 + Penalty 4854.886044 = -2455329.223864
  nChanged 846
		SP:Iteration 6Q (3011.850000 sec): 3 clusters
  Score: Raw -2460578.623832 + Penalty 4854.886044 = -2455723.737788
  nChanged 722
		SP:Iteration 7Q (3011.920000 sec): 3 clusters
  Score: Raw -2460913.765835 + Penalty 4854.886044 = -2456058.879791
  nChanged 652
		SP:Iteration 8Q (3012.000000 sec): 3 clusters
  Score: Raw -2461197.062001 + Penalty 4854.886044 = -2456342.175958
  nChanged 586
		SP:Iteration 9Q (3012.070000 sec): 3 clusters
  Score: Raw -2461453.233288 + Penalty 4854.886044 = -2456598.347245
  nChanged 545
		SP:Iteration 10Q (3012.150000 sec): 3 clusters
  Score: Raw -2461690.379365 + Penalty 4854.886044 = -2456835.493321
  nChanged 479
		SP:Iteration 11Q (3012.220000 sec): 3 clusters
  Score: Raw -2461896.637871 + Penalty 4854.886044 = -2457041.751828
  nChanged 468
		SP:Iteration 12Q (3012.290000 sec): 3 clusters
  Score: Raw -2462078.870837 + Penalty 4854.886044 = -2457223.984793
  nChanged 375
		SP:Iteration 13Q (3012.370000 sec): 3 clusters
  Score: Raw -2462219.077126 + Penalty 4854.886044 = -2457364.191082
  nChanged 349
		SP:Iteration 14Q (3012.440000 sec): 3 clusters
  Score: Raw -2462330.762838 + Penalty 4854.886044 = -2457475.876794
  nChanged 263
		SP:Iteration 15Q (3012.510000 sec): 3 clusters
  Score: Raw -2462407.446399 + Penalty 4854.886044 = -2457552.560355
  nChanged 250
		SP:Iteration 16Q (3012.580000 sec): 3 clusters
  Score: Raw -2462474.625078 + Penalty 4854.886044 = -2457619.739034
  nChanged 192
		SP:Iteration 17Q (3012.650000 sec): 3 clusters
  Score: Raw -2462522.266373 + Penalty 4854.886044 = -2457667.380329
  nChanged 163
		SP:Iteration 18Q (3012.720000 sec): 3 clusters
  Score: Raw -2462557.974300 + Penalty 4854.886044 = -2457703.088256
  nChanged 120
		SP:Iteration 19Q (3012.800000 sec): 3 clusters
  Score: Raw -2462580.396780 + Penalty 4854.886044 = -2457725.510736
  nChanged 108
		SP:Iteration 20F (3012.870000 sec): 3 clusters
  Score: Raw -2462598.381671 + Penalty 4854.886044 = -2457743.495628
  nChanged 97
		SP:Iteration 21Q (3012.940000 sec): 3 clusters
  Score: Raw -2462616.432680 + Penalty 4854.886044 = -2457761.546636
  nChanged 95
		SP:Iteration 22Q (3013.010000 sec): 3 clusters
  Score: Raw -2462634.022494 + Penalty 4854.886044 = -2457779.136451
  nChanged 101
		SP:Iteration 23Q (3013.080000 sec): 3 clusters
  Score: Raw -2462653.546838 + Penalty 4854.886044 = -2457798.660794
  nChanged 85
		SP:Iteration 24Q (3013.150000 sec): 3 clusters
  Score: Raw -2462668.151598 + Penalty 4854.886044 = -2457813.265554
  nChanged 91
		SP:Iteration 25Q (3013.220000 sec): 3 clusters
  Score: Raw -2462687.143552 + Penalty 4854.886044 = -2457832.257508
  nChanged 115
		SP:Iteration 26Q (3013.280000 sec): 3 clusters
  Score: Raw -2462711.700586 + Penalty 4854.886044 = -2457856.814543
  nChanged 123
		SP:Iteration 27Q (3013.360000 sec): 3 clusters
  Score: Raw -2462742.122350 + Penalty 4854.886044 = -2457887.236307
  nChanged 133
		SP:Iteration 28Q (3013.420000 sec): 3 clusters
  Score: Raw -2462776.665634 + Penalty 4854.886044 = -2457921.779590
  nChanged 133
		SP:Iteration 29Q (3013.490000 sec): 3 clusters
  Score: Raw -2462812.762874 + Penalty 4854.886044 = -2457957.876831
  nChanged 156
		SP:Iteration 30Q (3013.560000 sec): 3 clusters
  Score: Raw -2462861.308112 + Penalty 4854.886044 = -2458006.422069
  nChanged 174
		SP:Iteration 31Q (3013.640000 sec): 3 clusters
  Score: Raw -2462918.697555 + Penalty 4854.886044 = -2458063.811512
  nChanged 184
		SP:Iteration 32Q (3013.710000 sec): 3 clusters
  Score: Raw -2462977.378394 + Penalty 4854.886044 = -2458122.492350
  nChanged 182
		SP:Iteration 33Q (3013.780000 sec): 3 clusters
  Score: Raw -2463035.231268 + Penalty 4854.886044 = -2458180.345224
  nChanged 185
		SP:Iteration 34Q (3013.850000 sec): 3 clusters
  Score: Raw -2463088.052037 + Penalty 4854.886044 = -2458233.165993
  nChanged 180
		SP:Iteration 35Q (3013.920000 sec): 3 clusters
  Score: Raw -2463145.568644 + Penalty 4854.886044 = -2458290.682600
  nChanged 174
		SP:Iteration 36Q (3013.990000 sec): 3 clusters
  Score: Raw -2463201.513908 + Penalty 4854.886044 = -2458346.627865
  nChanged 165
		SP:Iteration 37Q (3014.060000 sec): 3 clusters
  Score: Raw -2463253.405925 + Penalty 4854.886044 = -2458398.519882
  nChanged 173
		SP:Iteration 38Q (3014.130000 sec): 3 clusters
  Score: Raw -2463301.661200 + Penalty 4854.886044 = -2458446.775156
  nChanged 150
		SP:Iteration 39Q (3014.200000 sec): 3 clusters
  Score: Raw -2463341.278415 + Penalty 4854.886044 = -2458486.392371
  nChanged 138
		SP:Iteration 40F (3014.270000 sec): 3 clusters
  Score: Raw -2463376.520192 + Penalty 4854.886044 = -2458521.634148
  nChanged 144
		SP:Iteration 41Q (3014.340000 sec): 3 clusters
  Score: Raw -2463413.259971 + Penalty 4854.886044 = -2458558.373927
  nChanged 136
		SP:Iteration 42Q (3014.400000 sec): 3 clusters
  Score: Raw -2463447.335626 + Penalty 4854.886044 = -2458592.449583
  nChanged 145
		SP:Iteration 43Q (3014.470000 sec): 3 clusters
  Score: Raw -2463484.753487 + Penalty 4854.886044 = -2458629.867444
  nChanged 141
		SP:Iteration 44Q (3014.540000 sec): 3 clusters
  Score: Raw -2463523.515923 + Penalty 4854.886044 = -2458668.629879
  nChanged 143
		SP:Iteration 45Q (3014.600000 sec): 3 clusters
  Score: Raw -2463563.325199 + Penalty 4854.886044 = -2458708.439155
  nChanged 145
		SP:Iteration 46Q (3014.670000 sec): 3 clusters
  Score: Raw -2463605.466930 + Penalty 4854.886044 = -2458750.580886
  nChanged 129
		SP:Iteration 47Q (3014.740000 sec): 3 clusters
  Score: Raw -2463641.091249 + Penalty 4854.886044 = -2458786.205206
  nChanged 122
		SP:Iteration 48Q (3014.800000 sec): 3 clusters
  Score: Raw -2463677.956770 + Penalty 4854.886044 = -2458823.070726
  nChanged 114
		SP:Iteration 49Q (3014.870000 sec): 3 clusters
  Score: Raw -2463709.097069 + Penalty 4854.886044 = -2458854.211025
  nChanged 106
		SP:Iteration 50Q (3014.930000 sec): 3 clusters
  Score: Raw -2463737.477583 + Penalty 4854.886044 = -2458882.591540
  nChanged 100
		SP:Iteration 51Q (3014.990000 sec): 3 clusters
  Score: Raw -2463766.400642 + Penalty 4854.886044 = -2458911.514599
  nChanged 112
		SP:Iteration 52Q (3015.060000 sec): 3 clusters
  Score: Raw -2463799.075403 + Penalty 4854.886044 = -2458944.189359
  nChanged 100
		SP:Iteration 53Q (3015.120000 sec): 3 clusters
  Score: Raw -2463825.051706 + Penalty 4854.886044 = -2458970.165662
  nChanged 102
		SP:Iteration 54Q (3015.180000 sec): 3 clusters
  Score: Raw -2463848.275571 + Penalty 4854.886044 = -2458993.389527
  nChanged 79
		SP:Iteration 55Q (3015.250000 sec): 3 clusters
  Score: Raw -2463868.341904 + Penalty 4854.886044 = -2459013.455860
  nChanged 96
		SP:Iteration 56Q (3015.310000 sec): 3 clusters
  Score: Raw -2463891.092818 + Penalty 4854.886044 = -2459036.206775
  nChanged 87
		SP:Iteration 57Q (3015.380000 sec): 3 clusters
  Score: Raw -2463913.619705 + Penalty 4854.886044 = -2459058.733661
  nChanged 95
		SP:Iteration 58Q (3015.440000 sec): 3 clusters
  Score: Raw -2463940.135628 + Penalty 4854.886044 = -2459085.249585
  nChanged 94
		SP:Iteration 59Q (3015.500000 sec): 3 clusters
  Score: Raw -2463969.888129 + Penalty 4854.886044 = -2459115.002085
  nChanged 90
		SP:Iteration 60F (3015.570000 sec): 3 clusters
  Score: Raw -2463994.466963 + Penalty 4854.886044 = -2459139.580920
  nChanged 87
		SP:Iteration 61Q (3015.640000 sec): 3 clusters
  Score: Raw -2464019.471206 + Penalty 4854.886044 = -2459164.585163
  nChanged 90
		SP:Iteration 62Q (3015.700000 sec): 3 clusters
  Score: Raw -2464044.799957 + Penalty 4854.886044 = -2459189.913913
  nChanged 79
		SP:Iteration 63Q (3015.760000 sec): 3 clusters
  Score: Raw -2464062.682435 + Penalty 4854.886044 = -2459207.796391
  nChanged 63
		SP:Iteration 64Q (3015.830000 sec): 3 clusters
  Score: Raw -2464074.893969 + Penalty 4854.886044 = -2459220.007926
  nChanged 55
		SP:Iteration 65Q (3015.890000 sec): 3 clusters
  Score: Raw -2464087.234008 + Penalty 4854.886044 = -2459232.347965
  nChanged 63
		SP:Iteration 66Q (3015.950000 sec): 3 clusters
  Score: Raw -2464102.447094 + Penalty 4854.886044 = -2459247.561050
  nChanged 56
		SP:Iteration 67Q (3016.020000 sec): 3 clusters
  Score: Raw -2464115.366670 + Penalty 4854.886044 = -2459260.480626
  nChanged 37
		SP:Iteration 68Q (3016.080000 sec): 3 clusters
  Score: Raw -2464123.770331 + Penalty 4854.886044 = -2459268.884287
  nChanged 31
		SP:Iteration 69Q (3016.140000 sec): 3 clusters
  Score: Raw -2464130.814138 + Penalty 4854.886044 = -2459275.928094
  nChanged 31
		SP:Iteration 70Q (3016.200000 sec): 3 clusters
  Score: Raw -2464136.424624 + Penalty 4854.886044 = -2459281.538580
  nChanged 35
		SP:Iteration 71Q (3016.270000 sec): 3 clusters
  Score: Raw -2464144.844959 + Penalty 4854.886044 = -2459289.958916
  nChanged 34
		SP:Iteration 72Q (3016.330000 sec): 3 clusters
  Score: Raw -2464150.887228 + Penalty 4854.886044 = -2459296.001184
  nChanged 29
		SP:Iteration 73Q (3016.390000 sec): 3 clusters
  Score: Raw -2464156.155895 + Penalty 4854.886044 = -2459301.269851
  nChanged 26
		SP:Iteration 74Q (3016.450000 sec): 3 clusters
  Score: Raw -2464160.732015 + Penalty 4854.886044 = -2459305.845971
  nChanged 27
		SP:Iteration 75Q (3016.510000 sec): 3 clusters
  Score: Raw -2464166.774834 + Penalty 4854.886044 = -2459311.888791
  nChanged 33
		SP:Iteration 76Q (3016.570000 sec): 3 clusters
  Score: Raw -2464173.694714 + Penalty 4854.886044 = -2459318.808670
  nChanged 24
		SP:Iteration 77Q (3016.630000 sec): 3 clusters
  Score: Raw -2464178.783961 + Penalty 4854.886044 = -2459323.897917
  nChanged 20
		SP:Iteration 78Q (3016.690000 sec): 3 clusters
  Score: Raw -2464182.114238 + Penalty 4854.886044 = -2459327.228194
  nChanged 23
		SP:Iteration 79Q (3016.750000 sec): 3 clusters
  Score: Raw -2464185.489085 + Penalty 4854.886044 = -2459330.603041
  nChanged 23
		SP:Iteration 80F (3016.820000 sec): 3 clusters
  Score: Raw -2464189.169858 + Penalty 4854.886044 = -2459334.283815
  nChanged 19
		SP:Iteration 81Q (3016.880000 sec): 3 clusters
  Score: Raw -2464192.250782 + Penalty 4854.886044 = -2459337.364738
  nChanged 17
		SP:Iteration 82Q (3016.940000 sec): 3 clusters
  Score: Raw -2464195.468837 + Penalty 4854.886044 = -2459340.582794
  nChanged 19
		SP:Iteration 83Q (3017.000000 sec): 3 clusters
  Score: Raw -2464199.421102 + Penalty 4854.886044 = -2459344.535058
  nChanged 14
		SP:Iteration 84Q (3017.060000 sec): 3 clusters
  Score: Raw -2464201.808884 + Penalty 4854.886044 = -2459346.922841
  nChanged 14
		SP:Iteration 85Q (3017.120000 sec): 3 clusters
  Score: Raw -2464204.798260 + Penalty 4854.886044 = -2459349.912217
  nChanged 18
		SP:Iteration 86Q (3017.170000 sec): 3 clusters
  Score: Raw -2464208.117422 + Penalty 4854.886044 = -2459353.231378
  nChanged 12
		SP:Iteration 87Q (3017.240000 sec): 3 clusters
  Score: Raw -2464210.454049 + Penalty 4854.886044 = -2459355.568005
  nChanged 6
		SP:Iteration 88Q (3017.300000 sec): 3 clusters
  Score: Raw -2464211.659799 + Penalty 4854.886044 = -2459356.773755
  nChanged 8
		SP:Iteration 89Q (3017.360000 sec): 3 clusters
  Score: Raw -2464213.143982 + Penalty 4854.886044 = -2459358.257938
  nChanged 9
		SP:Iteration 90Q (3017.420000 sec): 3 clusters
  Score: Raw -2464215.047706 + Penalty 4854.886044 = -2459360.161662
  nChanged 13
		SP:Iteration 91Q (3017.490000 sec): 3 clusters
  Score: Raw -2464217.230065 + Penalty 4854.886044 = -2459362.344021
  nChanged 8
		SP:Iteration 92Q (3017.550000 sec): 3 clusters
  Score: Raw -2464219.129124 + Penalty 4854.886044 = -2459364.243080
  nChanged 16
		SP:Iteration 93Q (3017.610000 sec): 3 clusters
  Score: Raw -2464222.452040 + Penalty 4854.886044 = -2459367.565996
  nChanged 12
		SP:Iteration 94Q (3017.670000 sec): 3 clusters
  Score: Raw -2464224.397139 + Penalty 4854.886044 = -2459369.511096
  nChanged 9
		SP:Iteration 95Q (3017.730000 sec): 3 clusters
  Score: Raw -2464226.096682 + Penalty 4854.886044 = -2459371.210638
  nChanged 10
		SP:Iteration 96Q (3017.790000 sec): 3 clusters
  Score: Raw -2464227.503896 + Penalty 4854.886044 = -2459372.617852
  nChanged 7
		SP:Iteration 97Q (3017.850000 sec): 3 clusters
  Score: Raw -2464229.028880 + Penalty 4854.886044 = -2459374.142836
  nChanged 9
		SP:Iteration 98Q (3017.910000 sec): 3 clusters
  Score: Raw -2464231.186190 + Penalty 4854.886044 = -2459376.300146
  nChanged 8
		SP:Iteration 99Q (3017.970000 sec): 3 clusters
  Score: Raw -2464232.411819 + Penalty 4854.886044 = -2459377.525775
  nChanged 5
		SP:Iteration 100F (3018.040000 sec): 3 clusters
  Score: Raw -2464232.818144 + Penalty 4854.886044 = -2459377.932100
  nChanged 2
		SP:Iteration 101Q (3018.100000 sec): 3 clusters
  Score: Raw -2464233.111791 + Penalty 4854.886044 = -2459378.225748
  nChanged 2
		SP:Iteration 102Q (3018.160000 sec): 3 clusters
  Score: Raw -2464233.577550 + Penalty 4854.886044 = -2459378.691506
  nChanged 2
		SP:Iteration 103Q (3018.220000 sec): 3 clusters
  Score: Raw -2464233.909984 + Penalty 4854.886044 = -2459379.023940
  nChanged 5
		SP:Iteration 104Q (3018.270000 sec): 3 clusters
  Score: Raw -2464234.331085 + Penalty 4854.886044 = -2459379.445041
  nChanged 2
		SP:Iteration 105Q (3018.330000 sec): 3 clusters
  Score: Raw -2464234.680078 + Penalty 4854.886044 = -2459379.794034
  nChanged 5
		SP:Iteration 106Q (3018.390000 sec): 3 clusters
  Score: Raw -2464236.035582 + Penalty 4854.886044 = -2459381.149538
  nChanged 3
		SP:Iteration 107Q (3018.450000 sec): 3 clusters
  Score: Raw -2464236.478109 + Penalty 4854.886044 = -2459381.592065
  nChanged 0
		SP:Iteration 108F (3018.520000 sec): 3 clusters
  Score: Raw -2464236.478109 + Penalty 4854.886044 = -2459381.592065
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3018.550000 sec): 2 clusters
  Score: Raw -1055727.530065 + Penalty 2202.523122 = -1053525.006944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3018.580000 sec): 3 clusters
  Score: Raw -1052032.042671 + Penalty 4405.046243 = -1047626.996428
  nChanged 2867
		SP:Iteration 1F (3018.610000 sec): 3 clusters
  Score: Raw -1053644.306241 + Penalty 4405.046243 = -1049239.259998
  nChanged 537
		SP:Iteration 2F (3018.640000 sec): 3 clusters
  Score: Raw -1053971.827346 + Penalty 4405.046243 = -1049566.781102
  nChanged 404
		SP:Iteration 3F (3018.670000 sec): 3 clusters
  Score: Raw -1054211.994885 + Penalty 4405.046243 = -1049806.948641
  nChanged 359
		SP:Iteration 4Q (3018.690000 sec): 3 clusters
  Score: Raw -1054425.446296 + Penalty 4405.046243 = -1050020.400053
  nChanged 346
		SP:Iteration 5Q (3018.720000 sec): 3 clusters
  Score: Raw -1054643.045556 + Penalty 4405.046243 = -1050237.999313
  nChanged 298
		SP:Iteration 6Q (3018.750000 sec): 3 clusters
  Score: Raw -1054812.994523 + Penalty 4405.046243 = -1050407.948280
  nChanged 259
		SP:Iteration 7Q (3018.780000 sec): 3 clusters
  Score: Raw -1054978.562927 + Penalty 4405.046243 = -1050573.516683
  nChanged 250
		SP:Iteration 8Q (3018.810000 sec): 3 clusters
  Score: Raw -1055139.845023 + Penalty 4405.046243 = -1050734.798780
  nChanged 228
		SP:Iteration 9Q (3018.840000 sec): 3 clusters
  Score: Raw -1055288.549805 + Penalty 4405.046243 = -1050883.503562
  nChanged 169
		SP:Iteration 10Q (3018.870000 sec): 3 clusters
  Score: Raw -1055401.638513 + Penalty 4405.046243 = -1050996.592270
  nChanged 170
		SP:Iteration 11Q (3018.890000 sec): 3 clusters
  Score: Raw -1055515.579114 + Penalty 4405.046243 = -1051110.532871
  nChanged 152
		SP:Iteration 12Q (3018.920000 sec): 3 clusters
  Score: Raw -1055619.376799 + Penalty 4405.046243 = -1051214.330556
  nChanged 140
		SP:Iteration 13Q (3018.950000 sec): 3 clusters
  Score: Raw -1055735.665381 + Penalty 4405.046243 = -1051330.619137
  nChanged 152
		SP:Iteration 14Q (3018.970000 sec): 3 clusters
  Score: Raw -1055871.897470 + Penalty 4405.046243 = -1051466.851227
  nChanged 128
		SP:Iteration 15Q (3019.000000 sec): 3 clusters
  Score: Raw -1055987.148585 + Penalty 4405.046243 = -1051582.102341
  nChanged 123
		SP:Iteration 16Q (3019.030000 sec): 3 clusters
  Score: Raw -1056093.591671 + Penalty 4405.046243 = -1051688.545428
  nChanged 119
		SP:Iteration 17Q (3019.050000 sec): 3 clusters
  Score: Raw -1056188.084444 + Penalty 4405.046243 = -1051783.038201
  nChanged 93
		SP:Iteration 18Q (3019.080000 sec): 3 clusters
  Score: Raw -1056259.547312 + Penalty 4405.046243 = -1051854.501069
  nChanged 76
		SP:Iteration 19Q (3019.100000 sec): 3 clusters
  Score: Raw -1056313.848865 + Penalty 4405.046243 = -1051908.802622
  nChanged 72
		SP:Iteration 20F (3019.130000 sec): 3 clusters
  Score: Raw -1056355.843133 + Penalty 4405.046243 = -1051950.796890
  nChanged 59
		SP:Iteration 21Q (3019.150000 sec): 3 clusters
  Score: Raw -1056386.553438 + Penalty 4405.046243 = -1051981.507194
  nChanged 55
		SP:Iteration 22Q (3019.180000 sec): 3 clusters
  Score: Raw -1056416.457090 + Penalty 4405.046243 = -1052011.410846
  nChanged 56
		SP:Iteration 23Q (3019.210000 sec): 3 clusters
  Score: Raw -1056442.355946 + Penalty 4405.046243 = -1052037.309703
  nChanged 44
		SP:Iteration 24Q (3019.230000 sec): 3 clusters
  Score: Raw -1056459.589807 + Penalty 4405.046243 = -1052054.543564
  nChanged 32
		SP:Iteration 25Q (3019.260000 sec): 3 clusters
  Score: Raw -1056476.451359 + Penalty 4405.046243 = -1052071.405116
  nChanged 39
		SP:Iteration 26Q (3019.290000 sec): 3 clusters
  Score: Raw -1056493.195009 + Penalty 4405.046243 = -1052088.148766
  nChanged 31
		SP:Iteration 27Q (3019.310000 sec): 3 clusters
  Score: Raw -1056506.782043 + Penalty 4405.046243 = -1052101.735799
  nChanged 25
		SP:Iteration 28Q (3019.330000 sec): 3 clusters
  Score: Raw -1056516.376012 + Penalty 4405.046243 = -1052111.329769
  nChanged 19
		SP:Iteration 29Q (3019.370000 sec): 3 clusters
  Score: Raw -1056524.673228 + Penalty 4405.046243 = -1052119.626985
  nChanged 25
		SP:Iteration 30Q (3019.390000 sec): 3 clusters
  Score: Raw -1056533.821250 + Penalty 4405.046243 = -1052128.775006
  nChanged 23
		SP:Iteration 31Q (3019.410000 sec): 3 clusters
  Score: Raw -1056542.372320 + Penalty 4405.046243 = -1052137.326077
  nChanged 18
		SP:Iteration 32Q (3019.430000 sec): 3 clusters
  Score: Raw -1056549.684027 + Penalty 4405.046243 = -1052144.637784
  nChanged 18
		SP:Iteration 33Q (3019.450000 sec): 3 clusters
  Score: Raw -1056555.590815 + Penalty 4405.046243 = -1052150.544572
  nChanged 12
		SP:Iteration 34Q (3019.470000 sec): 3 clusters
  Score: Raw -1056559.520835 + Penalty 4405.046243 = -1052154.474592
  nChanged 13
		SP:Iteration 35Q (3019.490000 sec): 3 clusters
  Score: Raw -1056563.159637 + Penalty 4405.046243 = -1052158.113394
  nChanged 15
		SP:Iteration 36Q (3019.520000 sec): 3 clusters
  Score: Raw -1056568.731252 + Penalty 4405.046243 = -1052163.685009
  nChanged 11
		SP:Iteration 37Q (3019.540000 sec): 3 clusters
  Score: Raw -1056572.733590 + Penalty 4405.046243 = -1052167.687347
  nChanged 7
		SP:Iteration 38Q (3019.560000 sec): 3 clusters
  Score: Raw -1056574.252878 + Penalty 4405.046243 = -1052169.206635
  nChanged 3
		SP:Iteration 39Q (3019.580000 sec): 3 clusters
  Score: Raw -1056574.770957 + Penalty 4405.046243 = -1052169.724714
  nChanged 2
		SP:Iteration 40F (3019.610000 sec): 3 clusters
  Score: Raw -1056575.678603 + Penalty 4405.046243 = -1052170.632360
  nChanged 1
		SP:Iteration 41Q (3019.630000 sec): 3 clusters
  Score: Raw -1056575.844709 + Penalty 4405.046243 = -1052170.798466
  nChanged 0
		SP:Iteration 42F (3019.650000 sec): 3 clusters
  Score: Raw -1056575.844709 + Penalty 4405.046243 = -1052170.798466
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (100197 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3020.020000 sec): 2 clusters
  Score: Raw -14805464.909092 + Penalty 2855.693595 = -14802609.215497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3020.430000 sec): 3 clusters
  Score: Raw -14741277.289886 + Penalty 5711.387189 = -14735565.902697
  nChanged 47466
		SP:Iteration 1F (3020.800000 sec): 3 clusters
  Score: Raw -14767915.109932 + Penalty 5711.387189 = -14762203.722742
  nChanged 3146
		SP:Iteration 2Q (3021.190000 sec): 3 clusters
  Score: Raw -14768590.218422 + Penalty 5711.387189 = -14762878.831232
  nChanged 3156
		SP:Iteration 3Q (3021.580000 sec): 3 clusters
  Score: Raw -14769337.619807 + Penalty 5711.387189 = -14763626.232618
  nChanged 3395
		SP:Iteration 4Q (3021.970000 sec): 3 clusters
  Score: Raw -14770269.688798 + Penalty 5711.387189 = -14764558.301609
  nChanged 3680
		SP:Iteration 5Q (3022.350000 sec): 3 clusters
  Score: Raw -14771512.990331 + Penalty 5711.387189 = -14765801.603141
  nChanged 4454
		SP:Iteration 6Q (3022.740000 sec): 3 clusters
  Score: Raw -14773373.339783 + Penalty 5711.387189 = -14767661.952593
  nChanged 5384
		SP:Iteration 7F (3023.120000 sec): 3 clusters
  Score: Raw -14776094.818790 + Penalty 5711.387189 = -14770383.431601
  nChanged 6240
		SP:Iteration 8F (3023.490000 sec): 3 clusters
  Score: Raw -14779770.798824 + Penalty 5711.387189 = -14774059.411635
  nChanged 6682
		SP:Iteration 9F (3023.870000 sec): 3 clusters
  Score: Raw -14784247.241068 + Penalty 5711.387189 = -14778535.853878
  nChanged 6550
		SP:Iteration 10F (3024.250000 sec): 3 clusters
  Score: Raw -14789130.973928 + Penalty 5711.387189 = -14783419.586739
  nChanged 6027
		SP:Iteration 11F (3024.660000 sec): 3 clusters
  Score: Raw -14793867.016355 + Penalty 5711.387189 = -14788155.629165
  nChanged 4833
		SP:Iteration 12Q (3025.080000 sec): 3 clusters
  Score: Raw -14797771.170966 + Penalty 5711.387189 = -14792059.783777
  nChanged 3572
		SP:Iteration 13Q (3025.440000 sec): 3 clusters
  Score: Raw -14800629.492879 + Penalty 5711.387189 = -14794918.105690
  nChanged 2447
		SP:Iteration 14Q (3025.780000 sec): 3 clusters
  Score: Raw -14802515.503899 + Penalty 5711.387189 = -14796804.116710
  nChanged 1636
		SP:Iteration 15Q (3026.100000 sec): 3 clusters
  Score: Raw -14803756.865085 + Penalty 5711.387189 = -14798045.477895
  nChanged 1073
		SP:Iteration 16Q (3026.410000 sec): 3 clusters
  Score: Raw -14804588.218361 + Penalty 5711.387189 = -14798876.831172
  nChanged 691
		SP:Iteration 17Q (3026.690000 sec): 3 clusters
  Score: Raw -14805123.413604 + Penalty 5711.387189 = -14799412.026415
  nChanged 418
		SP:Iteration 18Q (3026.970000 sec): 3 clusters
  Score: Raw -14805426.234086 + Penalty 5711.387189 = -14799714.846897
  nChanged 255
		SP:Iteration 19Q (3027.250000 sec): 3 clusters
  Score: Raw -14805610.913600 + Penalty 5711.387189 = -14799899.526410
  nChanged 163
		SP:Iteration 20F (3027.620000 sec): 3 clusters
  Score: Raw -14805731.840069 + Penalty 5711.387189 = -14800020.452879
  nChanged 133
		SP:Iteration 21Q (3027.890000 sec): 3 clusters
  Score: Raw -14805836.819013 + Penalty 5711.387189 = -14800125.431824
  nChanged 106
		SP:Iteration 22Q (3028.160000 sec): 3 clusters
  Score: Raw -14805921.245047 + Penalty 5711.387189 = -14800209.857857
  nChanged 73
		SP:Iteration 23Q (3028.430000 sec): 3 clusters
  Score: Raw -14805971.862631 + Penalty 5711.387189 = -14800260.475442
  nChanged 55
		SP:Iteration 24Q (3028.700000 sec): 3 clusters
  Score: Raw -14806011.081709 + Penalty 5711.387189 = -14800299.694519
  nChanged 33
		SP:Iteration 25Q (3028.970000 sec): 3 clusters
  Score: Raw -14806029.133623 + Penalty 5711.387189 = -14800317.746433
  nChanged 22
		SP:Iteration 26Q (3029.230000 sec): 3 clusters
  Score: Raw -14806039.479977 + Penalty 5711.387189 = -14800328.092787
  nChanged 15
		SP:Iteration 27Q (3029.500000 sec): 3 clusters
  Score: Raw -14806047.086907 + Penalty 5711.387189 = -14800335.699718
  nChanged 11
		SP:Iteration 28Q (3029.760000 sec): 3 clusters
  Score: Raw -14806053.607320 + Penalty 5711.387189 = -14800342.220130
  nChanged 7
		SP:Iteration 29Q (3030.030000 sec): 3 clusters
  Score: Raw -14806057.040285 + Penalty 5711.387189 = -14800345.653096
  nChanged 5
		SP:Iteration 30Q (3030.290000 sec): 3 clusters
  Score: Raw -14806060.148440 + Penalty 5711.387189 = -14800348.761250
  nChanged 6
		SP:Iteration 31Q (3030.560000 sec): 3 clusters
  Score: Raw -14806064.141226 + Penalty 5711.387189 = -14800352.754036
  nChanged 6
		SP:Iteration 32Q (3030.830000 sec): 3 clusters
  Score: Raw -14806068.839245 + Penalty 5711.387189 = -14800357.452055
  nChanged 7
		SP:Iteration 33Q (3031.090000 sec): 3 clusters
  Score: Raw -14806073.610697 + Penalty 5711.387189 = -14800362.223508
  nChanged 7
		SP:Iteration 34Q (3031.360000 sec): 3 clusters
  Score: Raw -14806076.278395 + Penalty 5711.387189 = -14800364.891206
  nChanged 8
		SP:Iteration 35Q (3031.620000 sec): 3 clusters
  Score: Raw -14806080.497278 + Penalty 5711.387189 = -14800369.110089
  nChanged 4
		SP:Iteration 36Q (3031.890000 sec): 3 clusters
  Score: Raw -14806083.063893 + Penalty 5711.387189 = -14800371.676704
  nChanged 4
		SP:Iteration 37Q (3032.150000 sec): 3 clusters
  Score: Raw -14806085.769061 + Penalty 5711.387189 = -14800374.381872
  nChanged 4
		SP:Iteration 38Q (3032.410000 sec): 3 clusters
  Score: Raw -14806087.237561 + Penalty 5711.387189 = -14800375.850372
  nChanged 1
		SP:Iteration 39Q (3032.680000 sec): 3 clusters
  Score: Raw -14806087.638926 + Penalty 5711.387189 = -14800376.251736
  nChanged 0
		SP:Iteration 40F (3033.050000 sec): 3 clusters
  Score: Raw -14806087.638926 + Penalty 5711.387189 = -14800376.251736
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3033.090000 sec): 2 clusters
  Score: Raw -35204.480717 + Penalty 1371.298414 = -33833.182303
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3033.090000 sec): 3 clusters
  Score: Raw -35376.551737 + Penalty 2742.596827 = -32633.954909
  nChanged 15
		SP:Iteration 1F (3033.090000 sec): 3 clusters
  Score: Raw -35417.615390 + Penalty 2742.596827 = -32675.018563
  nChanged 4
		SP:Iteration 2Q (3033.090000 sec): 3 clusters
  Score: Raw -35439.948280 + Penalty 2742.596827 = -32697.351453
  nChanged 4
		SP:Iteration 3Q (3033.090000 sec): 3 clusters
  Score: Raw -35459.508136 + Penalty 2742.596827 = -32716.911309
  nChanged 1
		SP:Iteration 4Q (3033.090000 sec): 3 clusters
  Score: Raw -35461.074896 + Penalty 2742.596827 = -32718.478069
  nChanged 0
		SP:Iteration 5F (3033.090000 sec): 3 clusters
  Score: Raw -35461.074896 + Penalty 2742.596827 = -32718.478069
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (259059 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3033.960000 sec): 2 clusters
  Score: Raw -38340513.913558 + Penalty 3091.273156 = -38337422.640401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3034.940000 sec): 3 clusters
  Score: Raw -38169484.457161 + Penalty 6182.546313 = -38163301.910849
  nChanged 125028
		SP:Iteration 1F (3035.930000 sec): 3 clusters
  Score: Raw -38242767.422981 + Penalty 6182.546313 = -38236584.876668
  nChanged 6033
		SP:Iteration 2Q (3036.940000 sec): 3 clusters
  Score: Raw -38243751.941498 + Penalty 6182.546313 = -38237569.395186
  nChanged 6228
		SP:Iteration 3Q (3037.950000 sec): 3 clusters
  Score: Raw -38244812.687463 + Penalty 6182.546313 = -38238630.141151
  nChanged 6457
		SP:Iteration 4Q (3038.970000 sec): 3 clusters
  Score: Raw -38246052.575136 + Penalty 6182.546313 = -38239870.028823
  nChanged 6938
		SP:Iteration 5Q (3039.990000 sec): 3 clusters
  Score: Raw -38247501.838483 + Penalty 6182.546313 = -38241319.292170
  nChanged 7568
		SP:Iteration 6Q (3041.010000 sec): 3 clusters
  Score: Raw -38249195.974814 + Penalty 6182.546313 = -38243013.428501
  nChanged 8109
		SP:Iteration 7Q (3042.030000 sec): 3 clusters
  Score: Raw -38251183.814306 + Penalty 6182.546313 = -38245001.267994
  nChanged 8392
		SP:Iteration 8Q (3043.030000 sec): 3 clusters
  Score: Raw -38253359.365896 + Penalty 6182.546313 = -38247176.819583
  nChanged 8696
		SP:Iteration 9Q (3044.050000 sec): 3 clusters
  Score: Raw -38255795.438634 + Penalty 6182.546313 = -38249612.892322
  nChanged 8930
		SP:Iteration 10Q (3045.070000 sec): 3 clusters
  Score: Raw -38258439.313025 + Penalty 6182.546313 = -38252256.766713
  nChanged 8933
		SP:Iteration 11Q (3046.080000 sec): 3 clusters
  Score: Raw -38261122.349598 + Penalty 6182.546313 = -38254939.803286
  nChanged 8969
		SP:Iteration 12Q (3047.090000 sec): 3 clusters
  Score: Raw -38263894.524071 + Penalty 6182.546313 = -38257711.977758
  nChanged 8981
		SP:Iteration 13Q (3048.100000 sec): 3 clusters
  Score: Raw -38266803.021149 + Penalty 6182.546313 = -38260620.474836
  nChanged 9294
		SP:Iteration 14Q (3049.120000 sec): 3 clusters
  Score: Raw -38270231.383317 + Penalty 6182.546313 = -38264048.837005
  nChanged 10292
		SP:Iteration 15Q (3050.120000 sec): 3 clusters
  Score: Raw -38274677.901261 + Penalty 6182.546313 = -38268495.354949
  nChanged 11586
		SP:Iteration 16Q (3051.130000 sec): 3 clusters
  Score: Raw -38280548.366140 + Penalty 6182.546313 = -38274365.819828
  nChanged 12599
		SP:Iteration 17Q (3052.140000 sec): 3 clusters
  Score: Raw -38287578.142837 + Penalty 6182.546313 = -38281395.596524
  nChanged 12584
		SP:Iteration 18Q (3053.130000 sec): 3 clusters
  Score: Raw -38295185.795253 + Penalty 6182.546313 = -38289003.248941
  nChanged 11944
		SP:Iteration 19Q (3054.100000 sec): 3 clusters
  Score: Raw -38302699.768691 + Penalty 6182.546313 = -38296517.222379
  nChanged 10504
		SP:Iteration 20F (3055.090000 sec): 3 clusters
  Score: Raw -38309318.422574 + Penalty 6182.546313 = -38303135.876262
  nChanged 8990
		SP:Iteration 21Q (3056.000000 sec): 3 clusters
  Score: Raw -38315039.688948 + Penalty 6182.546313 = -38308857.142635
  nChanged 7790
		SP:Iteration 22Q (3056.860000 sec): 3 clusters
  Score: Raw -38320173.873751 + Penalty 6182.546313 = -38313991.327438
  nChanged 6700
		SP:Iteration 23Q (3057.700000 sec): 3 clusters
  Score: Raw -38324762.264152 + Penalty 6182.546313 = -38318579.717840
  nChanged 5901
		SP:Iteration 24Q (3058.500000 sec): 3 clusters
  Score: Raw -38329032.604730 + Penalty 6182.546313 = -38322850.058417
  nChanged 4906
		SP:Iteration 25Q (3059.280000 sec): 3 clusters
  Score: Raw -38332707.214303 + Penalty 6182.546313 = -38326524.667991
  nChanged 3899
		SP:Iteration 26Q (3060.030000 sec): 3 clusters
  Score: Raw -38335733.101250 + Penalty 6182.546313 = -38329550.554937
  nChanged 2768
		SP:Iteration 27Q (3060.760000 sec): 3 clusters
  Score: Raw -38337912.408378 + Penalty 6182.546313 = -38331729.862065
  nChanged 1767
		SP:Iteration 28Q (3061.480000 sec): 3 clusters
  Score: Raw -38339278.487614 + Penalty 6182.546313 = -38333095.941301
  nChanged 958
		SP:Iteration 29Q (3062.190000 sec): 3 clusters
  Score: Raw -38340015.802398 + Penalty 6182.546313 = -38333833.256085
  nChanged 443
		SP:Iteration 30Q (3062.900000 sec): 3 clusters
  Score: Raw -38340378.264038 + Penalty 6182.546313 = -38334195.717725
  nChanged 219
		SP:Iteration 31Q (3063.590000 sec): 3 clusters
  Score: Raw -38340561.706018 + Penalty 6182.546313 = -38334379.159705
  nChanged 110
		SP:Iteration 32Q (3064.280000 sec): 3 clusters
  Score: Raw -38340662.584567 + Penalty 6182.546313 = -38334480.038254
  nChanged 86
		SP:Iteration 33Q (3064.980000 sec): 3 clusters
  Score: Raw -38340751.010139 + Penalty 6182.546313 = -38334568.463826
  nChanged 53
		SP:Iteration 34Q (3065.670000 sec): 3 clusters
  Score: Raw -38340800.452913 + Penalty 6182.546313 = -38334617.906601
  nChanged 35
		SP:Iteration 35Q (3066.370000 sec): 3 clusters
  Score: Raw -38340828.876196 + Penalty 6182.546313 = -38334646.329884
  nChanged 17
		SP:Iteration 36Q (3067.050000 sec): 3 clusters
  Score: Raw -38340841.656920 + Penalty 6182.546313 = -38334659.110607
  nChanged 10
		SP:Iteration 37Q (3067.740000 sec): 3 clusters
  Score: Raw -38340851.196079 + Penalty 6182.546313 = -38334668.649767
  nChanged 8
		SP:Iteration 38Q (3068.430000 sec): 3 clusters
  Score: Raw -38340859.089050 + Penalty 6182.546313 = -38334676.542737
  nChanged 11
		SP:Iteration 39Q (3069.120000 sec): 3 clusters
  Score: Raw -38340868.967038 + Penalty 6182.546313 = -38334686.420725
  nChanged 7
		SP:Iteration 40F (3070.090000 sec): 3 clusters
  Score: Raw -38340876.114000 + Penalty 6182.546313 = -38334693.567687
  nChanged 13
		SP:Iteration 41Q (3070.780000 sec): 3 clusters
  Score: Raw -38340890.321147 + Penalty 6182.546313 = -38334707.774835
  nChanged 7
		SP:Iteration 42Q (3071.470000 sec): 3 clusters
  Score: Raw -38340896.581774 + Penalty 6182.546313 = -38334714.035461
  nChanged 8
		SP:Iteration 43Q (3072.160000 sec): 3 clusters
  Score: Raw -38340901.073569 + Penalty 6182.546313 = -38334718.527256
  nChanged 5
		SP:Iteration 44Q (3072.850000 sec): 3 clusters
  Score: Raw -38340905.706396 + Penalty 6182.546313 = -38334723.160084
  nChanged 5
		SP:Iteration 45Q (3073.540000 sec): 3 clusters
  Score: Raw -38340908.748541 + Penalty 6182.546313 = -38334726.202229
  nChanged 3
		SP:Iteration 46Q (3074.230000 sec): 3 clusters
  Score: Raw -38340911.388092 + Penalty 6182.546313 = -38334728.841779
  nChanged 1
		SP:Iteration 47Q (3074.920000 sec): 3 clusters
  Score: Raw -38340912.201271 + Penalty 6182.546313 = -38334729.654958
  nChanged 1
		SP:Iteration 48Q (3075.610000 sec): 3 clusters
  Score: Raw -38340912.608136 + Penalty 6182.546313 = -38334730.061824
  nChanged 0
		SP:Iteration 49F (3076.580000 sec): 3 clusters
  Score: Raw -38340912.608136 + Penalty 6182.546313 = -38334730.061824
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3076.700000 sec): 2 clusters
  Score: Raw -64181.902047 + Penalty 1533.668925 = -62648.233122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3076.700000 sec): 3 clusters
  Score: Raw -64219.758546 + Penalty 3067.337850 = -61152.420696
  nChanged 96
		SP:Iteration 1F (3076.700000 sec): 3 clusters
  Score: Raw -64481.459102 + Penalty 3067.337850 = -61414.121252
  nChanged 34
		SP:Iteration 2F (3076.700000 sec): 3 clusters
  Score: Raw -64597.407076 + Penalty 3067.337850 = -61530.069226
  nChanged 16
		SP:Iteration 3Q (3076.710000 sec): 3 clusters
  Score: Raw -64670.695748 + Penalty 3067.337850 = -61603.357898
  nChanged 16
		SP:Iteration 4Q (3076.710000 sec): 3 clusters
  Score: Raw -64839.399649 + Penalty 3067.337850 = -61772.061799
  nChanged 22
		SP:Iteration 5Q (3076.710000 sec): 3 clusters
  Score: Raw -65047.368709 + Penalty 3067.337850 = -61980.030859
  nChanged 21
		SP:Iteration 6Q (3076.710000 sec): 3 clusters
  Score: Raw -65174.163803 + Penalty 3067.337850 = -62106.825953
  nChanged 13
		SP:Iteration 7Q (3076.710000 sec): 3 clusters
  Score: Raw -65218.919827 + Penalty 3067.337850 = -62151.581977
  nChanged 7
		SP:Iteration 8Q (3076.720000 sec): 3 clusters
  Score: Raw -65248.620953 + Penalty 3067.337850 = -62181.283103
  nChanged 5
		SP:Iteration 9Q (3076.720000 sec): 3 clusters
  Score: Raw -65269.476964 + Penalty 3067.337850 = -62202.139114
  nChanged 3
		SP:Iteration 10Q (3076.720000 sec): 3 clusters
  Score: Raw -65282.310552 + Penalty 3067.337850 = -62214.972702
  nChanged 1
		SP:Iteration 11Q (3076.720000 sec): 3 clusters
  Score: Raw -65288.734871 + Penalty 3067.337850 = -62221.397021
  nChanged 4
		SP:Iteration 12Q (3076.720000 sec): 3 clusters
  Score: Raw -65310.314049 + Penalty 3067.337850 = -62242.976199
  nChanged 5
		SP:Iteration 13Q (3076.720000 sec): 3 clusters
  Score: Raw -65337.438856 + Penalty 3067.337850 = -62270.101006
  nChanged 4
		SP:Iteration 14Q (3076.720000 sec): 3 clusters
  Score: Raw -65354.152080 + Penalty 3067.337850 = -62286.814230
  nChanged 1
		SP:Iteration 15Q (3076.720000 sec): 3 clusters
  Score: Raw -65358.067074 + Penalty 3067.337850 = -62290.729224
  nChanged 0
		SP:Iteration 16F (3076.730000 sec): 3 clusters
  Score: Raw -65358.067074 + Penalty 3067.337850 = -62290.729224
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (7607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3076.760000 sec): 2 clusters
  Score: Raw -1092628.849247 + Penalty 2216.332390 = -1090412.516856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3076.780000 sec): 3 clusters
  Score: Raw -1088671.186007 + Penalty 4432.664781 = -1084238.521226
  nChanged 3001
		SP:Iteration 1F (3076.810000 sec): 3 clusters
  Score: Raw -1090306.759567 + Penalty 4432.664781 = -1085874.094787
  nChanged 554
		SP:Iteration 2F (3076.840000 sec): 3 clusters
  Score: Raw -1090590.040976 + Penalty 4432.664781 = -1086157.376195
  nChanged 391
		SP:Iteration 3F (3076.860000 sec): 3 clusters
  Score: Raw -1090780.168076 + Penalty 4432.664781 = -1086347.503295
  nChanged 320
		SP:Iteration 4Q (3076.890000 sec): 3 clusters
  Score: Raw -1090931.108401 + Penalty 4432.664781 = -1086498.443620
  nChanged 288
		SP:Iteration 5Q (3076.920000 sec): 3 clusters
  Score: Raw -1091072.620036 + Penalty 4432.664781 = -1086639.955255
  nChanged 245
		SP:Iteration 6Q (3076.950000 sec): 3 clusters
  Score: Raw -1091202.334294 + Penalty 4432.664781 = -1086769.669513
  nChanged 261
		SP:Iteration 7Q (3076.980000 sec): 3 clusters
  Score: Raw -1091345.805929 + Penalty 4432.664781 = -1086913.141148
  nChanged 247
		SP:Iteration 8Q (3077.000000 sec): 3 clusters
  Score: Raw -1091468.827410 + Penalty 4432.664781 = -1087036.162629
  nChanged 224
		SP:Iteration 9Q (3077.030000 sec): 3 clusters
  Score: Raw -1091570.983721 + Penalty 4432.664781 = -1087138.318940
  nChanged 204
		SP:Iteration 10Q (3077.060000 sec): 3 clusters
  Score: Raw -1091675.022540 + Penalty 4432.664781 = -1087242.357759
  nChanged 195
		SP:Iteration 11Q (3077.090000 sec): 3 clusters
  Score: Raw -1091770.970545 + Penalty 4432.664781 = -1087338.305764
  nChanged 204
		SP:Iteration 12Q (3077.110000 sec): 3 clusters
  Score: Raw -1091860.643465 + Penalty 4432.664781 = -1087427.978684
  nChanged 163
		SP:Iteration 13Q (3077.140000 sec): 3 clusters
  Score: Raw -1091934.288131 + Penalty 4432.664781 = -1087501.623350
  nChanged 173
		SP:Iteration 14Q (3077.170000 sec): 3 clusters
  Score: Raw -1092016.483466 + Penalty 4432.664781 = -1087583.818685
  nChanged 146
		SP:Iteration 15Q (3077.200000 sec): 3 clusters
  Score: Raw -1092088.658144 + Penalty 4432.664781 = -1087655.993364
  nChanged 141
		SP:Iteration 16Q (3077.220000 sec): 3 clusters
  Score: Raw -1092158.531365 + Penalty 4432.664781 = -1087725.866584
  nChanged 147
		SP:Iteration 17Q (3077.250000 sec): 3 clusters
  Score: Raw -1092240.323698 + Penalty 4432.664781 = -1087807.658917
  nChanged 149
		SP:Iteration 18Q (3077.280000 sec): 3 clusters
  Score: Raw -1092325.833492 + Penalty 4432.664781 = -1087893.168711
  nChanged 138
		SP:Iteration 19Q (3077.300000 sec): 3 clusters
  Score: Raw -1092396.665793 + Penalty 4432.664781 = -1087964.001012
  nChanged 116
		SP:Iteration 20F (3077.330000 sec): 3 clusters
  Score: Raw -1092447.253947 + Penalty 4432.664781 = -1088014.589166
  nChanged 87
		SP:Iteration 21Q (3077.360000 sec): 3 clusters
  Score: Raw -1092484.917289 + Penalty 4432.664781 = -1088052.252509
  nChanged 87
		SP:Iteration 22Q (3077.380000 sec): 3 clusters
  Score: Raw -1092519.671629 + Penalty 4432.664781 = -1088087.006848
  nChanged 78
		SP:Iteration 23Q (3077.410000 sec): 3 clusters
  Score: Raw -1092552.103090 + Penalty 4432.664781 = -1088119.438309
  nChanged 72
		SP:Iteration 24Q (3077.440000 sec): 3 clusters
  Score: Raw -1092581.978698 + Penalty 4432.664781 = -1088149.313917
  nChanged 70
		SP:Iteration 25Q (3077.460000 sec): 3 clusters
  Score: Raw -1092609.704144 + Penalty 4432.664781 = -1088177.039363
  nChanged 57
		SP:Iteration 26Q (3077.490000 sec): 3 clusters
  Score: Raw -1092632.247011 + Penalty 4432.664781 = -1088199.582230
  nChanged 48
		SP:Iteration 27Q (3077.520000 sec): 3 clusters
  Score: Raw -1092656.318524 + Penalty 4432.664781 = -1088223.653743
  nChanged 56
		SP:Iteration 28Q (3077.540000 sec): 3 clusters
  Score: Raw -1092679.834382 + Penalty 4432.664781 = -1088247.169602
  nChanged 52
		SP:Iteration 29Q (3077.560000 sec): 3 clusters
  Score: Raw -1092699.341333 + Penalty 4432.664781 = -1088266.676552
  nChanged 53
		SP:Iteration 30Q (3077.590000 sec): 3 clusters
  Score: Raw -1092717.190451 + Penalty 4432.664781 = -1088284.525670
  nChanged 49
		SP:Iteration 31Q (3077.620000 sec): 3 clusters
  Score: Raw -1092738.296293 + Penalty 4432.664781 = -1088305.631512
  nChanged 47
		SP:Iteration 32Q (3077.640000 sec): 3 clusters
  Score: Raw -1092756.615361 + Penalty 4432.664781 = -1088323.950580
  nChanged 52
		SP:Iteration 33Q (3077.670000 sec): 3 clusters
  Score: Raw -1092773.742099 + Penalty 4432.664781 = -1088341.077318
  nChanged 55
		SP:Iteration 34Q (3077.690000 sec): 3 clusters
  Score: Raw -1092791.590174 + Penalty 4432.664781 = -1088358.925394
  nChanged 43
		SP:Iteration 35Q (3077.720000 sec): 3 clusters
  Score: Raw -1092809.430294 + Penalty 4432.664781 = -1088376.765513
  nChanged 43
		SP:Iteration 36Q (3077.740000 sec): 3 clusters
  Score: Raw -1092825.902235 + Penalty 4432.664781 = -1088393.237455
  nChanged 48
		SP:Iteration 37Q (3077.770000 sec): 3 clusters
  Score: Raw -1092841.491292 + Penalty 4432.664781 = -1088408.826511
  nChanged 42
		SP:Iteration 38Q (3077.790000 sec): 3 clusters
  Score: Raw -1092855.934353 + Penalty 4432.664781 = -1088423.269572
  nChanged 28
		SP:Iteration 39Q (3077.820000 sec): 3 clusters
  Score: Raw -1092864.837710 + Penalty 4432.664781 = -1088432.172929
  nChanged 28
		SP:Iteration 40F (3077.840000 sec): 3 clusters
  Score: Raw -1092872.034629 + Penalty 4432.664781 = -1088439.369849
  nChanged 15
		SP:Iteration 41Q (3077.870000 sec): 3 clusters
  Score: Raw -1092875.748568 + Penalty 4432.664781 = -1088443.083787
  nChanged 14
		SP:Iteration 42Q (3077.890000 sec): 3 clusters
  Score: Raw -1092878.767767 + Penalty 4432.664781 = -1088446.102987
  nChanged 12
		SP:Iteration 43Q (3077.920000 sec): 3 clusters
  Score: Raw -1092881.496907 + Penalty 4432.664781 = -1088448.832126
  nChanged 9
		SP:Iteration 44Q (3077.940000 sec): 3 clusters
  Score: Raw -1092883.308577 + Penalty 4432.664781 = -1088450.643796
  nChanged 5
		SP:Iteration 45Q (3077.970000 sec): 3 clusters
  Score: Raw -1092885.286073 + Penalty 4432.664781 = -1088452.621292
  nChanged 7
		SP:Iteration 46Q (3077.990000 sec): 3 clusters
  Score: Raw -1092886.909364 + Penalty 4432.664781 = -1088454.244583
  nChanged 11
		SP:Iteration 47Q (3078.020000 sec): 3 clusters
  Score: Raw -1092890.005226 + Penalty 4432.664781 = -1088457.340445
  nChanged 11
		SP:Iteration 48Q (3078.040000 sec): 3 clusters
  Score: Raw -1092891.880606 + Penalty 4432.664781 = -1088459.215825
  nChanged 6
		SP:Iteration 49Q (3078.070000 sec): 3 clusters
  Score: Raw -1092892.890265 + Penalty 4432.664781 = -1088460.225484
  nChanged 1
		SP:Iteration 50Q (3078.090000 sec): 3 clusters
  Score: Raw -1092892.998506 + Penalty 4432.664781 = -1088460.333725
  nChanged 1
		SP:Iteration 51Q (3078.120000 sec): 3 clusters
  Score: Raw -1092893.213817 + Penalty 4432.664781 = -1088460.549036
  nChanged 1
		SP:Iteration 52Q (3078.140000 sec): 3 clusters
  Score: Raw -1092893.381593 + Penalty 4432.664781 = -1088460.716813
  nChanged 0
		SP:Iteration 53F (3078.170000 sec): 3 clusters
  Score: Raw -1092893.381593 + Penalty 4432.664781 = -1088460.716813
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3078.180000 sec): 2 clusters
  Score: Raw -44434.578259 + Penalty 1441.904372 = -42992.673887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3078.180000 sec): 3 clusters
  Score: Raw -44586.962989 + Penalty 2883.808744 = -41703.154246
  nChanged 42
		SP:Iteration 1F (3078.180000 sec): 3 clusters
  Score: Raw -44702.973384 + Penalty 2883.808744 = -41819.164640
  nChanged 7
		SP:Iteration 2Q (3078.180000 sec): 3 clusters
  Score: Raw -44725.485755 + Penalty 2883.808744 = -41841.677012
  nChanged 1
		SP:Iteration 3Q (3078.180000 sec): 3 clusters
  Score: Raw -44727.988901 + Penalty 2883.808744 = -41844.180157
  nChanged 0
		SP:Iteration 4F (3078.180000 sec): 3 clusters
  Score: Raw -44727.988901 + Penalty 2883.808744 = -41844.180157
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3078.190000 sec): 2 clusters
  Score: Raw -280893.419903 + Penalty 1887.614234 = -279005.805669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3078.200000 sec): 3 clusters
  Score: Raw -280215.018783 + Penalty 3775.228468 = -276439.790316
  nChanged 690
		SP:Iteration 1F (3078.210000 sec): 3 clusters
  Score: Raw -281013.966598 + Penalty 3775.228468 = -277238.738130
  nChanged 232
		SP:Iteration 2F (3078.210000 sec): 3 clusters
  Score: Raw -281389.023260 + Penalty 3775.228468 = -277613.794792
  nChanged 160
		SP:Iteration 3F (3078.220000 sec): 3 clusters
  Score: Raw -281590.758175 + Penalty 3775.228468 = -277815.529707
  nChanged 101
		SP:Iteration 4Q (3078.230000 sec): 3 clusters
  Score: Raw -281701.685901 + Penalty 3775.228468 = -277926.457433
  nChanged 86
		SP:Iteration 5Q (3078.240000 sec): 3 clusters
  Score: Raw -281816.240788 + Penalty 3775.228468 = -278041.012320
  nChanged 73
		SP:Iteration 6Q (3078.240000 sec): 3 clusters
  Score: Raw -281921.913873 + Penalty 3775.228468 = -278146.685406
  nChanged 65
		SP:Iteration 7Q (3078.250000 sec): 3 clusters
  Score: Raw -282001.339565 + Penalty 3775.228468 = -278226.111097
  nChanged 43
		SP:Iteration 8Q (3078.260000 sec): 3 clusters
  Score: Raw -282044.191613 + Penalty 3775.228468 = -278268.963145
  nChanged 31
		SP:Iteration 9Q (3078.260000 sec): 3 clusters
  Score: Raw -282077.675559 + Penalty 3775.228468 = -278302.447092
  nChanged 19
		SP:Iteration 10Q (3078.270000 sec): 3 clusters
  Score: Raw -282099.501097 + Penalty 3775.228468 = -278324.272629
  nChanged 20
		SP:Iteration 11Q (3078.280000 sec): 3 clusters
  Score: Raw -282122.511322 + Penalty 3775.228468 = -278347.282855
  nChanged 12
		SP:Iteration 12Q (3078.280000 sec): 3 clusters
  Score: Raw -282134.163523 + Penalty 3775.228468 = -278358.935055
  nChanged 5
		SP:Iteration 13Q (3078.290000 sec): 3 clusters
  Score: Raw -282138.613413 + Penalty 3775.228468 = -278363.384945
  nChanged 6
		SP:Iteration 14Q (3078.300000 sec): 3 clusters
  Score: Raw -282143.552881 + Penalty 3775.228468 = -278368.324413
  nChanged 0
		SP:Iteration 15F (3078.300000 sec): 3 clusters
  Score: Raw -282143.552881 + Penalty 3775.228468 = -278368.324413
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (20289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3078.380000 sec): 2 clusters
  Score: Raw -2848035.106893 + Penalty 2459.622868 = -2845575.484025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3078.450000 sec): 3 clusters
  Score: Raw -2836191.717337 + Penalty 4919.245737 = -2831272.471601
  nChanged 8931
		SP:Iteration 1F (3078.520000 sec): 3 clusters
  Score: Raw -2841182.539020 + Penalty 4919.245737 = -2836263.293283
  nChanged 1174
		SP:Iteration 2F (3078.600000 sec): 3 clusters
  Score: Raw -2841713.940741 + Penalty 4919.245737 = -2836794.695005
  nChanged 1095
		SP:Iteration 3F (3078.670000 sec): 3 clusters
  Score: Raw -2842228.891024 + Penalty 4919.245737 = -2837309.645287
  nChanged 1068
		SP:Iteration 4F (3078.740000 sec): 3 clusters
  Score: Raw -2842753.158020 + Penalty 4919.245737 = -2837833.912283
  nChanged 1061
		SP:Iteration 5F (3078.820000 sec): 3 clusters
  Score: Raw -2843345.836618 + Penalty 4919.245737 = -2838426.590882
  nChanged 1181
		SP:Iteration 6F (3078.890000 sec): 3 clusters
  Score: Raw -2844155.574650 + Penalty 4919.245737 = -2839236.328914
  nChanged 1276
		SP:Iteration 7F (3078.960000 sec): 3 clusters
  Score: Raw -2845198.645470 + Penalty 4919.245737 = -2840279.399734
  nChanged 1162
		SP:Iteration 8F (3079.040000 sec): 3 clusters
  Score: Raw -2846216.588612 + Penalty 4919.245737 = -2841297.342876
  nChanged 911
		SP:Iteration 9Q (3079.110000 sec): 3 clusters
  Score: Raw -2847137.640976 + Penalty 4919.245737 = -2842218.395239
  nChanged 671
		SP:Iteration 10Q (3079.180000 sec): 3 clusters
  Score: Raw -2847824.338673 + Penalty 4919.245737 = -2842905.092937
  nChanged 462
		SP:Iteration 11Q (3079.250000 sec): 3 clusters
  Score: Raw -2848185.413972 + Penalty 4919.245737 = -2843266.168235
  nChanged 313
		SP:Iteration 12Q (3079.310000 sec): 3 clusters
  Score: Raw -2848375.986525 + Penalty 4919.245737 = -2843456.740789
  nChanged 214
		SP:Iteration 13Q (3079.370000 sec): 3 clusters
  Score: Raw -2848482.467194 + Penalty 4919.245737 = -2843563.221457
  nChanged 144
		SP:Iteration 14Q (3079.430000 sec): 3 clusters
  Score: Raw -2848541.277200 + Penalty 4919.245737 = -2843622.031464
  nChanged 119
		SP:Iteration 15Q (3079.490000 sec): 3 clusters
  Score: Raw -2848588.382909 + Penalty 4919.245737 = -2843669.137173
  nChanged 93
		SP:Iteration 16Q (3079.550000 sec): 3 clusters
  Score: Raw -2848619.541693 + Penalty 4919.245737 = -2843700.295957
  nChanged 57
		SP:Iteration 17Q (3079.600000 sec): 3 clusters
  Score: Raw -2848638.483644 + Penalty 4919.245737 = -2843719.237907
  nChanged 51
		SP:Iteration 18Q (3079.660000 sec): 3 clusters
  Score: Raw -2848653.851428 + Penalty 4919.245737 = -2843734.605691
  nChanged 38
		SP:Iteration 19Q (3079.720000 sec): 3 clusters
  Score: Raw -2848664.911878 + Penalty 4919.245737 = -2843745.666142
  nChanged 28
		SP:Iteration 20F (3079.800000 sec): 3 clusters
  Score: Raw -2848671.640002 + Penalty 4919.245737 = -2843752.394266
  nChanged 19
		SP:Iteration 21Q (3079.850000 sec): 3 clusters
  Score: Raw -2848675.345321 + Penalty 4919.245737 = -2843756.099584
  nChanged 19
		SP:Iteration 22Q (3079.910000 sec): 3 clusters
  Score: Raw -2848680.738044 + Penalty 4919.245737 = -2843761.492307
  nChanged 14
		SP:Iteration 23Q (3079.970000 sec): 3 clusters
  Score: Raw -2848683.659973 + Penalty 4919.245737 = -2843764.414236
  nChanged 9
		SP:Iteration 24Q (3080.020000 sec): 3 clusters
  Score: Raw -2848685.381574 + Penalty 4919.245737 = -2843766.135838
  nChanged 9
		SP:Iteration 25Q (3080.080000 sec): 3 clusters
  Score: Raw -2848687.460054 + Penalty 4919.245737 = -2843768.214317
  nChanged 11
		SP:Iteration 26Q (3080.140000 sec): 3 clusters
  Score: Raw -2848689.666769 + Penalty 4919.245737 = -2843770.421033
  nChanged 10
		SP:Iteration 27Q (3080.200000 sec): 3 clusters
  Score: Raw -2848692.237802 + Penalty 4919.245737 = -2843772.992066
  nChanged 10
		SP:Iteration 28Q (3080.250000 sec): 3 clusters
  Score: Raw -2848694.561978 + Penalty 4919.245737 = -2843775.316242
  nChanged 10
		SP:Iteration 29Q (3080.310000 sec): 3 clusters
  Score: Raw -2848696.689193 + Penalty 4919.245737 = -2843777.443457
  nChanged 9
		SP:Iteration 30Q (3080.360000 sec): 3 clusters
  Score: Raw -2848698.896020 + Penalty 4919.245737 = -2843779.650284
  nChanged 5
		SP:Iteration 31Q (3080.420000 sec): 3 clusters
  Score: Raw -2848699.986428 + Penalty 4919.245737 = -2843780.740692
  nChanged 4
		SP:Iteration 32Q (3080.480000 sec): 3 clusters
  Score: Raw -2848700.618580 + Penalty 4919.245737 = -2843781.372844
  nChanged 3
		SP:Iteration 33Q (3080.540000 sec): 3 clusters
  Score: Raw -2848701.464400 + Penalty 4919.245737 = -2843782.218663
  nChanged 1
		SP:Iteration 34Q (3080.590000 sec): 3 clusters
  Score: Raw -2848701.677649 + Penalty 4919.245737 = -2843782.431913
  nChanged 1
		SP:Iteration 35Q (3080.650000 sec): 3 clusters
  Score: Raw -2848701.901377 + Penalty 4919.245737 = -2843782.655641
  nChanged 1
		SP:Iteration 36Q (3080.710000 sec): 3 clusters
  Score: Raw -2848702.345588 + Penalty 4919.245737 = -2843783.099851
  nChanged 4
		SP:Iteration 37Q (3080.760000 sec): 3 clusters
  Score: Raw -2848703.150916 + Penalty 4919.245737 = -2843783.905179
  nChanged 3
		SP:Iteration 38Q (3080.820000 sec): 3 clusters
  Score: Raw -2848703.415831 + Penalty 4919.245737 = -2843784.170095
  nChanged 0
		SP:Iteration 39F (3080.900000 sec): 3 clusters
  Score: Raw -2848703.415831 + Penalty 4919.245737 = -2843784.170095
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (42690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3081.040000 sec): 2 clusters
  Score: Raw -6589854.113890 + Penalty 2644.106555 = -6587210.007335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3081.200000 sec): 3 clusters
  Score: Raw -6563605.898993 + Penalty 5288.213110 = -6558317.685883
  nChanged 19679
		SP:Iteration 1F (3081.360000 sec): 3 clusters
  Score: Raw -6574434.591361 + Penalty 5288.213110 = -6569146.378251
  nChanged 1734
		SP:Iteration 2Q (3081.530000 sec): 3 clusters
  Score: Raw -6574911.714606 + Penalty 5288.213110 = -6569623.501496
  nChanged 1528
		SP:Iteration 3Q (3081.690000 sec): 3 clusters
  Score: Raw -6575345.896757 + Penalty 5288.213110 = -6570057.683647
  nChanged 1480
		SP:Iteration 4Q (3081.860000 sec): 3 clusters
  Score: Raw -6575773.009014 + Penalty 5288.213110 = -6570484.795904
  nChanged 1480
		SP:Iteration 5Q (3082.020000 sec): 3 clusters
  Score: Raw -6576241.526295 + Penalty 5288.213110 = -6570953.313185
  nChanged 1501
		SP:Iteration 6Q (3082.180000 sec): 3 clusters
  Score: Raw -6576759.606327 + Penalty 5288.213110 = -6571471.393217
  nChanged 1614
		SP:Iteration 7Q (3082.340000 sec): 3 clusters
  Score: Raw -6577397.455929 + Penalty 5288.213110 = -6572109.242819
  nChanged 1693
		SP:Iteration 8Q (3082.500000 sec): 3 clusters
  Score: Raw -6578138.100468 + Penalty 5288.213110 = -6572849.887358
  nChanged 1870
		SP:Iteration 9Q (3082.670000 sec): 3 clusters
  Score: Raw -6579074.421481 + Penalty 5288.213110 = -6573786.208371
  nChanged 2054
		SP:Iteration 10Q (3082.830000 sec): 3 clusters
  Score: Raw -6580085.096921 + Penalty 5288.213110 = -6574796.883811
  nChanged 2007
		SP:Iteration 11Q (3083.000000 sec): 3 clusters
  Score: Raw -6581044.986153 + Penalty 5288.213110 = -6575756.773043
  nChanged 1906
		SP:Iteration 12Q (3083.160000 sec): 3 clusters
  Score: Raw -6581907.811637 + Penalty 5288.213110 = -6576619.598527
  nChanged 1720
		SP:Iteration 13Q (3083.320000 sec): 3 clusters
  Score: Raw -6582622.038245 + Penalty 5288.213110 = -6577333.825135
  nChanged 1454
		SP:Iteration 14Q (3083.480000 sec): 3 clusters
  Score: Raw -6583186.525115 + Penalty 5288.213110 = -6577898.312005
  nChanged 1222
		SP:Iteration 15Q (3083.640000 sec): 3 clusters
  Score: Raw -6583657.773109 + Penalty 5288.213110 = -6578369.559999
  nChanged 1082
		SP:Iteration 16Q (3083.800000 sec): 3 clusters
  Score: Raw -6584028.589148 + Penalty 5288.213110 = -6578740.376038
  nChanged 897
		SP:Iteration 17Q (3083.960000 sec): 3 clusters
  Score: Raw -6584317.796861 + Penalty 5288.213110 = -6579029.583751
  nChanged 769
		SP:Iteration 18Q (3084.120000 sec): 3 clusters
  Score: Raw -6584523.715894 + Penalty 5288.213110 = -6579235.502784
  nChanged 600
		SP:Iteration 19Q (3084.280000 sec): 3 clusters
  Score: Raw -6584664.151744 + Penalty 5288.213110 = -6579375.938634
  nChanged 502
		SP:Iteration 20F (3084.440000 sec): 3 clusters
  Score: Raw -6584775.158209 + Penalty 5288.213110 = -6579486.945099
  nChanged 471
		SP:Iteration 21Q (3084.600000 sec): 3 clusters
  Score: Raw -6584882.370436 + Penalty 5288.213110 = -6579594.157326
  nChanged 474
		SP:Iteration 22Q (3084.760000 sec): 3 clusters
  Score: Raw -6584985.982819 + Penalty 5288.213110 = -6579697.769709
  nChanged 430
		SP:Iteration 23Q (3084.920000 sec): 3 clusters
  Score: Raw -6585082.257985 + Penalty 5288.213110 = -6579794.044875
  nChanged 479
		SP:Iteration 24Q (3085.070000 sec): 3 clusters
  Score: Raw -6585185.259955 + Penalty 5288.213110 = -6579897.046845
  nChanged 460
		SP:Iteration 25Q (3085.230000 sec): 3 clusters
  Score: Raw -6585289.570695 + Penalty 5288.213110 = -6580001.357585
  nChanged 509
		SP:Iteration 26Q (3085.380000 sec): 3 clusters
  Score: Raw -6585405.429878 + Penalty 5288.213110 = -6580117.216768
  nChanged 490
		SP:Iteration 27Q (3085.540000 sec): 3 clusters
  Score: Raw -6585508.108636 + Penalty 5288.213110 = -6580219.895526
  nChanged 464
		SP:Iteration 28Q (3085.700000 sec): 3 clusters
  Score: Raw -6585598.506128 + Penalty 5288.213110 = -6580310.293018
  nChanged 466
		SP:Iteration 29Q (3085.860000 sec): 3 clusters
  Score: Raw -6585695.106626 + Penalty 5288.213110 = -6580406.893516
  nChanged 480
		SP:Iteration 30Q (3086.020000 sec): 3 clusters
  Score: Raw -6585801.054084 + Penalty 5288.213110 = -6580512.840974
  nChanged 496
		SP:Iteration 31Q (3086.190000 sec): 3 clusters
  Score: Raw -6585916.817800 + Penalty 5288.213110 = -6580628.604690
  nChanged 516
		SP:Iteration 32Q (3086.350000 sec): 3 clusters
  Score: Raw -6586054.658724 + Penalty 5288.213110 = -6580766.445614
  nChanged 573
		SP:Iteration 33Q (3086.520000 sec): 3 clusters
  Score: Raw -6586217.334964 + Penalty 5288.213110 = -6580929.121854
  nChanged 573
		SP:Iteration 34Q (3086.680000 sec): 3 clusters
  Score: Raw -6586396.513272 + Penalty 5288.213110 = -6581108.300162
  nChanged 626
		SP:Iteration 35Q (3086.840000 sec): 3 clusters
  Score: Raw -6586599.075125 + Penalty 5288.213110 = -6581310.862015
  nChanged 623
		SP:Iteration 36Q (3087.000000 sec): 3 clusters
  Score: Raw -6586811.206407 + Penalty 5288.213110 = -6581522.993297
  nChanged 651
		SP:Iteration 37Q (3087.160000 sec): 3 clusters
  Score: Raw -6587056.377536 + Penalty 5288.213110 = -6581768.164426
  nChanged 665
		SP:Iteration 38Q (3087.310000 sec): 3 clusters
  Score: Raw -6587327.176808 + Penalty 5288.213110 = -6582038.963698
  nChanged 675
		SP:Iteration 39Q (3087.470000 sec): 3 clusters
  Score: Raw -6587613.975759 + Penalty 5288.213110 = -6582325.762649
  nChanged 630
		SP:Iteration 40F (3087.640000 sec): 3 clusters
  Score: Raw -6587901.216679 + Penalty 5288.213110 = -6582613.003569
  nChanged 595
		SP:Iteration 41Q (3087.790000 sec): 3 clusters
  Score: Raw -6588172.428463 + Penalty 5288.213110 = -6582884.215353
  nChanged 544
		SP:Iteration 42Q (3087.940000 sec): 3 clusters
  Score: Raw -6588432.658902 + Penalty 5288.213110 = -6583144.445792
  nChanged 514
		SP:Iteration 43Q (3088.090000 sec): 3 clusters
  Score: Raw -6588713.366674 + Penalty 5288.213110 = -6583425.153564
  nChanged 482
		SP:Iteration 44Q (3088.230000 sec): 3 clusters
  Score: Raw -6588982.417278 + Penalty 5288.213110 = -6583694.204168
  nChanged 451
		SP:Iteration 45Q (3088.380000 sec): 3 clusters
  Score: Raw -6589237.824693 + Penalty 5288.213110 = -6583949.611583
  nChanged 423
		SP:Iteration 46Q (3088.520000 sec): 3 clusters
  Score: Raw -6589448.888510 + Penalty 5288.213110 = -6584160.675400
  nChanged 354
		SP:Iteration 47Q (3088.660000 sec): 3 clusters
  Score: Raw -6589618.743960 + Penalty 5288.213110 = -6584330.530850
  nChanged 307
		SP:Iteration 48Q (3088.800000 sec): 3 clusters
  Score: Raw -6589764.049815 + Penalty 5288.213110 = -6584475.836705
  nChanged 253
		SP:Iteration 49Q (3088.940000 sec): 3 clusters
  Score: Raw -6589872.024173 + Penalty 5288.213110 = -6584583.811063
  nChanged 240
		SP:Iteration 50Q (3089.070000 sec): 3 clusters
  Score: Raw -6589967.040886 + Penalty 5288.213110 = -6584678.827776
  nChanged 212
		SP:Iteration 51Q (3089.210000 sec): 3 clusters
  Score: Raw -6590042.485289 + Penalty 5288.213110 = -6584754.272179
  nChanged 166
		SP:Iteration 52Q (3089.340000 sec): 3 clusters
  Score: Raw -6590093.888414 + Penalty 5288.213110 = -6584805.675304
  nChanged 141
		SP:Iteration 53Q (3089.470000 sec): 3 clusters
  Score: Raw -6590135.416578 + Penalty 5288.213110 = -6584847.203468
  nChanged 111
		SP:Iteration 54Q (3089.600000 sec): 3 clusters
  Score: Raw -6590168.416343 + Penalty 5288.213110 = -6584880.203233
  nChanged 96
		SP:Iteration 55Q (3089.740000 sec): 3 clusters
  Score: Raw -6590192.117057 + Penalty 5288.213110 = -6584903.903947
  nChanged 71
		SP:Iteration 56Q (3089.860000 sec): 3 clusters
  Score: Raw -6590207.730893 + Penalty 5288.213110 = -6584919.517783
  nChanged 60
		SP:Iteration 57Q (3090.000000 sec): 3 clusters
  Score: Raw -6590218.513500 + Penalty 5288.213110 = -6584930.300390
  nChanged 52
		SP:Iteration 58Q (3090.120000 sec): 3 clusters
  Score: Raw -6590229.131798 + Penalty 5288.213110 = -6584940.918688
  nChanged 39
		SP:Iteration 59Q (3090.260000 sec): 3 clusters
  Score: Raw -6590236.005475 + Penalty 5288.213110 = -6584947.792365
  nChanged 34
		SP:Iteration 60F (3090.420000 sec): 3 clusters
  Score: Raw -6590243.017217 + Penalty 5288.213110 = -6584954.804107
  nChanged 36
		SP:Iteration 61Q (3090.550000 sec): 3 clusters
  Score: Raw -6590250.838266 + Penalty 5288.213110 = -6584962.625156
  nChanged 39
		SP:Iteration 62Q (3090.680000 sec): 3 clusters
  Score: Raw -6590258.461112 + Penalty 5288.213110 = -6584970.248002
  nChanged 25
		SP:Iteration 63Q (3090.810000 sec): 3 clusters
  Score: Raw -6590263.114446 + Penalty 5288.213110 = -6584974.901336
  nChanged 27
		SP:Iteration 64Q (3090.940000 sec): 3 clusters
  Score: Raw -6590267.591471 + Penalty 5288.213110 = -6584979.378361
  nChanged 31
		SP:Iteration 65Q (3091.080000 sec): 3 clusters
  Score: Raw -6590272.760136 + Penalty 5288.213110 = -6584984.547026
  nChanged 28
		SP:Iteration 66Q (3091.200000 sec): 3 clusters
  Score: Raw -6590278.780973 + Penalty 5288.213110 = -6584990.567863
  nChanged 30
		SP:Iteration 67Q (3091.330000 sec): 3 clusters
  Score: Raw -6590285.176550 + Penalty 5288.213110 = -6584996.963440
  nChanged 26
		SP:Iteration 68Q (3091.460000 sec): 3 clusters
  Score: Raw -6590290.442178 + Penalty 5288.213110 = -6585002.229068
  nChanged 18
		SP:Iteration 69Q (3091.590000 sec): 3 clusters
  Score: Raw -6590294.244220 + Penalty 5288.213110 = -6585006.031110
  nChanged 20
		SP:Iteration 70Q (3091.720000 sec): 3 clusters
  Score: Raw -6590297.743995 + Penalty 5288.213110 = -6585009.530885
  nChanged 11
		SP:Iteration 71Q (3091.850000 sec): 3 clusters
  Score: Raw -6590299.554896 + Penalty 5288.213110 = -6585011.341786
  nChanged 10
		SP:Iteration 72Q (3091.980000 sec): 3 clusters
  Score: Raw -6590301.531298 + Penalty 5288.213110 = -6585013.318188
  nChanged 16
		SP:Iteration 73Q (3092.100000 sec): 3 clusters
  Score: Raw -6590304.630977 + Penalty 5288.213110 = -6585016.417867
  nChanged 16
		SP:Iteration 74Q (3092.230000 sec): 3 clusters
  Score: Raw -6590307.983322 + Penalty 5288.213110 = -6585019.770212
  nChanged 13
		SP:Iteration 75Q (3092.360000 sec): 3 clusters
  Score: Raw -6590310.658411 + Penalty 5288.213110 = -6585022.445302
  nChanged 14
		SP:Iteration 76Q (3092.490000 sec): 3 clusters
  Score: Raw -6590312.996893 + Penalty 5288.213110 = -6585024.783783
  nChanged 11
		SP:Iteration 77Q (3092.620000 sec): 3 clusters
  Score: Raw -6590314.474207 + Penalty 5288.213110 = -6585026.261097
  nChanged 9
		SP:Iteration 78Q (3092.740000 sec): 3 clusters
  Score: Raw -6590315.859483 + Penalty 5288.213110 = -6585027.646373
  nChanged 3
		SP:Iteration 79Q (3092.880000 sec): 3 clusters
  Score: Raw -6590316.188892 + Penalty 5288.213110 = -6585027.975782
  nChanged 2
		SP:Iteration 80F (3093.040000 sec): 3 clusters
  Score: Raw -6590316.498792 + Penalty 5288.213110 = -6585028.285682
  nChanged 4
		SP:Iteration 81Q (3093.180000 sec): 3 clusters
  Score: Raw -6590317.219914 + Penalty 5288.213110 = -6585029.006804
  nChanged 3
		SP:Iteration 82Q (3093.300000 sec): 3 clusters
  Score: Raw -6590317.741982 + Penalty 5288.213110 = -6585029.528872
  nChanged 3
		SP:Iteration 83Q (3093.430000 sec): 3 clusters
  Score: Raw -6590318.067621 + Penalty 5288.213110 = -6585029.854511
  nChanged 1
		SP:Iteration 84Q (3093.560000 sec): 3 clusters
  Score: Raw -6590318.246541 + Penalty 5288.213110 = -6585030.033431
  nChanged 3
		SP:Iteration 85Q (3093.680000 sec): 3 clusters
  Score: Raw -6590318.691711 + Penalty 5288.213110 = -6585030.478601
  nChanged 6
		SP:Iteration 86Q (3093.810000 sec): 3 clusters
  Score: Raw -6590319.631042 + Penalty 5288.213110 = -6585031.417932
  nChanged 3
		SP:Iteration 87Q (3093.940000 sec): 3 clusters
  Score: Raw -6590319.948786 + Penalty 5288.213110 = -6585031.735676
  nChanged 4
		SP:Iteration 88Q (3094.070000 sec): 3 clusters
  Score: Raw -6590320.394466 + Penalty 5288.213110 = -6585032.181357
  nChanged 2
		SP:Iteration 89Q (3094.200000 sec): 3 clusters
  Score: Raw -6590320.690575 + Penalty 5288.213110 = -6585032.477465
  nChanged 1
		SP:Iteration 90Q (3094.320000 sec): 3 clusters
  Score: Raw -6590320.796310 + Penalty 5288.213110 = -6585032.583200
  nChanged 0
		SP:Iteration 91F (3094.490000 sec): 3 clusters
  Score: Raw -6590320.796310 + Penalty 5288.213110 = -6585032.583200
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3094.930000 sec): 2 clusters
  Score: Raw -17410225.240605 + Penalty 2899.304819 = -17407325.935786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3095.420000 sec): 3 clusters
  Score: Raw -17333193.034114 + Penalty 5798.609638 = -17327394.424477
  nChanged 56788
		SP:Iteration 1F (3095.910000 sec): 3 clusters
  Score: Raw -17366145.735395 + Penalty 5798.609638 = -17360347.125757
  nChanged 4584
		SP:Iteration 2Q (3096.410000 sec): 3 clusters
  Score: Raw -17367766.741908 + Penalty 5798.609638 = -17361968.132271
  nChanged 5536
		SP:Iteration 3Q (3096.910000 sec): 3 clusters
  Score: Raw -17370478.691704 + Penalty 5798.609638 = -17364680.082066
  nChanged 7008
		SP:Iteration 4F (3097.400000 sec): 3 clusters
  Score: Raw -17375171.843341 + Penalty 5798.609638 = -17369373.233703
  nChanged 8557
		SP:Iteration 5F (3097.890000 sec): 3 clusters
  Score: Raw -17382294.820139 + Penalty 5798.609638 = -17376496.210502
  nChanged 8746
		SP:Iteration 6F (3098.380000 sec): 3 clusters
  Score: Raw -17390098.960103 + Penalty 5798.609638 = -17384300.350465
  nChanged 7408
		SP:Iteration 7F (3098.880000 sec): 3 clusters
  Score: Raw -17395648.583179 + Penalty 5798.609638 = -17389849.973542
  nChanged 5467
		SP:Iteration 8Q (3099.350000 sec): 3 clusters
  Score: Raw -17398658.342493 + Penalty 5798.609638 = -17392859.732856
  nChanged 4111
		SP:Iteration 9Q (3099.800000 sec): 3 clusters
  Score: Raw -17400405.892450 + Penalty 5798.609638 = -17394607.282813
  nChanged 3234
		SP:Iteration 10Q (3100.260000 sec): 3 clusters
  Score: Raw -17401571.251707 + Penalty 5798.609638 = -17395772.642069
  nChanged 2701
		SP:Iteration 11Q (3100.700000 sec): 3 clusters
  Score: Raw -17402439.644242 + Penalty 5798.609638 = -17396641.034605
  nChanged 2315
		SP:Iteration 12Q (3101.140000 sec): 3 clusters
  Score: Raw -17403133.098993 + Penalty 5798.609638 = -17397334.489355
  nChanged 2030
		SP:Iteration 13Q (3101.580000 sec): 3 clusters
  Score: Raw -17403707.456175 + Penalty 5798.609638 = -17397908.846537
  nChanged 1875
		SP:Iteration 14Q (3102.030000 sec): 3 clusters
  Score: Raw -17404230.961606 + Penalty 5798.609638 = -17398432.351968
  nChanged 1687
		SP:Iteration 15Q (3102.460000 sec): 3 clusters
  Score: Raw -17404705.472850 + Penalty 5798.609638 = -17398906.863212
  nChanged 1619
		SP:Iteration 16Q (3102.900000 sec): 3 clusters
  Score: Raw -17405162.834872 + Penalty 5798.609638 = -17399364.225234
  nChanged 1565
		SP:Iteration 17Q (3103.340000 sec): 3 clusters
  Score: Raw -17405597.461790 + Penalty 5798.609638 = -17399798.852153
  nChanged 1577
		SP:Iteration 18Q (3103.780000 sec): 3 clusters
  Score: Raw -17406021.291986 + Penalty 5798.609638 = -17400222.682348
  nChanged 1565
		SP:Iteration 19Q (3104.220000 sec): 3 clusters
  Score: Raw -17406433.122740 + Penalty 5798.609638 = -17400634.513103
  nChanged 1538
		SP:Iteration 20F (3104.690000 sec): 3 clusters
  Score: Raw -17406837.411423 + Penalty 5798.609638 = -17401038.801786
  nChanged 1552
		SP:Iteration 21Q (3105.110000 sec): 3 clusters
  Score: Raw -17407243.615397 + Penalty 5798.609638 = -17401445.005760
  nChanged 1562
		SP:Iteration 22Q (3105.530000 sec): 3 clusters
  Score: Raw -17407658.342549 + Penalty 5798.609638 = -17401859.732912
  nChanged 1583
		SP:Iteration 23Q (3105.950000 sec): 3 clusters
  Score: Raw -17408083.678516 + Penalty 5798.609638 = -17402285.068878
  nChanged 1559
		SP:Iteration 24Q (3106.360000 sec): 3 clusters
  Score: Raw -17408514.643307 + Penalty 5798.609638 = -17402716.033670
  nChanged 1566
		SP:Iteration 25Q (3106.780000 sec): 3 clusters
  Score: Raw -17408955.900017 + Penalty 5798.609638 = -17403157.290379
  nChanged 1558
		SP:Iteration 26Q (3107.200000 sec): 3 clusters
  Score: Raw -17409371.768525 + Penalty 5798.609638 = -17403573.158887
  nChanged 1461
		SP:Iteration 27Q (3107.610000 sec): 3 clusters
  Score: Raw -17409749.516688 + Penalty 5798.609638 = -17403950.907050
  nChanged 1346
		SP:Iteration 28Q (3108.030000 sec): 3 clusters
  Score: Raw -17410078.328317 + Penalty 5798.609638 = -17404279.718679
  nChanged 1236
		SP:Iteration 29Q (3108.440000 sec): 3 clusters
  Score: Raw -17410355.503547 + Penalty 5798.609638 = -17404556.893910
  nChanged 1169
		SP:Iteration 30Q (3108.850000 sec): 3 clusters
  Score: Raw -17410602.792516 + Penalty 5798.609638 = -17404804.182878
  nChanged 1086
		SP:Iteration 31Q (3109.260000 sec): 3 clusters
  Score: Raw -17410813.527017 + Penalty 5798.609638 = -17405014.917379
  nChanged 997
		SP:Iteration 32Q (3109.670000 sec): 3 clusters
  Score: Raw -17410986.582517 + Penalty 5798.609638 = -17405187.972879
  nChanged 830
		SP:Iteration 33Q (3110.070000 sec): 3 clusters
  Score: Raw -17411110.617577 + Penalty 5798.609638 = -17405312.007939
  nChanged 719
		SP:Iteration 34Q (3110.480000 sec): 3 clusters
  Score: Raw -17411201.920885 + Penalty 5798.609638 = -17405403.311247
  nChanged 652
		SP:Iteration 35Q (3110.890000 sec): 3 clusters
  Score: Raw -17411277.800844 + Penalty 5798.609638 = -17405479.191206
  nChanged 562
		SP:Iteration 36Q (3111.290000 sec): 3 clusters
  Score: Raw -17411337.103198 + Penalty 5798.609638 = -17405538.493560
  nChanged 538
		SP:Iteration 37Q (3111.690000 sec): 3 clusters
  Score: Raw -17411392.672840 + Penalty 5798.609638 = -17405594.063202
  nChanged 503
		SP:Iteration 38Q (3112.100000 sec): 3 clusters
  Score: Raw -17411440.453873 + Penalty 5798.609638 = -17405641.844235
  nChanged 458
		SP:Iteration 39Q (3112.510000 sec): 3 clusters
  Score: Raw -17411483.781606 + Penalty 5798.609638 = -17405685.171968
  nChanged 432
		SP:Iteration 40F (3112.950000 sec): 3 clusters
  Score: Raw -17411521.646093 + Penalty 5798.609638 = -17405723.036456
  nChanged 364
		SP:Iteration 41Q (3113.380000 sec): 3 clusters
  Score: Raw -17411548.085305 + Penalty 5798.609638 = -17405749.475667
  nChanged 296
		SP:Iteration 42Q (3113.810000 sec): 3 clusters
  Score: Raw -17411568.095902 + Penalty 5798.609638 = -17405769.486264
  nChanged 276
		SP:Iteration 43Q (3114.230000 sec): 3 clusters
  Score: Raw -17411585.372299 + Penalty 5798.609638 = -17405786.762662
  nChanged 258
		SP:Iteration 44Q (3114.650000 sec): 3 clusters
  Score: Raw -17411599.282734 + Penalty 5798.609638 = -17405800.673097
  nChanged 205
		SP:Iteration 45Q (3115.080000 sec): 3 clusters
  Score: Raw -17411608.826189 + Penalty 5798.609638 = -17405810.216551
  nChanged 157
		SP:Iteration 46Q (3115.500000 sec): 3 clusters
  Score: Raw -17411615.151821 + Penalty 5798.609638 = -17405816.542183
  nChanged 119
		SP:Iteration 47Q (3115.930000 sec): 3 clusters
  Score: Raw -17411619.232039 + Penalty 5798.609638 = -17405820.622402
  nChanged 107
		SP:Iteration 48Q (3116.360000 sec): 3 clusters
  Score: Raw -17411622.674757 + Penalty 5798.609638 = -17405824.065119
  nChanged 100
		SP:Iteration 49Q (3116.780000 sec): 3 clusters
  Score: Raw -17411625.730577 + Penalty 5798.609638 = -17405827.120940
  nChanged 88
		SP:Iteration 50Q (3117.200000 sec): 3 clusters
  Score: Raw -17411628.209325 + Penalty 5798.609638 = -17405829.599687
  nChanged 68
		SP:Iteration 51Q (3117.630000 sec): 3 clusters
  Score: Raw -17411630.191251 + Penalty 5798.609638 = -17405831.581614
  nChanged 59
		SP:Iteration 52Q (3118.050000 sec): 3 clusters
  Score: Raw -17411631.928563 + Penalty 5798.609638 = -17405833.318925
  nChanged 61
		SP:Iteration 53Q (3118.470000 sec): 3 clusters
  Score: Raw -17411633.504613 + Penalty 5798.609638 = -17405834.894975
  nChanged 51
		SP:Iteration 54Q (3118.900000 sec): 3 clusters
  Score: Raw -17411634.535806 + Penalty 5798.609638 = -17405835.926169
  nChanged 54
		SP:Iteration 55Q (3119.320000 sec): 3 clusters
  Score: Raw -17411635.750453 + Penalty 5798.609638 = -17405837.140815
  nChanged 52
		SP:Iteration 56Q (3119.740000 sec): 3 clusters
  Score: Raw -17411636.774013 + Penalty 5798.609638 = -17405838.164375
  nChanged 43
		SP:Iteration 57Q (3120.160000 sec): 3 clusters
  Score: Raw -17411637.618289 + Penalty 5798.609638 = -17405839.008651
  nChanged 40
		SP:Iteration 58Q (3120.620000 sec): 3 clusters
  Score: Raw -17411638.275353 + Penalty 5798.609638 = -17405839.665715
  nChanged 25
		SP:Iteration 59Q (3121.070000 sec): 3 clusters
  Score: Raw -17411638.656347 + Penalty 5798.609638 = -17405840.046709
  nChanged 21
		SP:Iteration 60F (3121.550000 sec): 3 clusters
  Score: Raw -17411638.931656 + Penalty 5798.609638 = -17405840.322019
  nChanged 19
		SP:Iteration 61Q (3122.010000 sec): 3 clusters
  Score: Raw -17411639.244083 + Penalty 5798.609638 = -17405840.634446
  nChanged 9
		SP:Iteration 62Q (3122.470000 sec): 3 clusters
  Score: Raw -17411639.339620 + Penalty 5798.609638 = -17405840.729982
  nChanged 7
		SP:Iteration 63Q (3122.920000 sec): 3 clusters
  Score: Raw -17411639.412224 + Penalty 5798.609638 = -17405840.802586
  nChanged 5
		SP:Iteration 64Q (3123.380000 sec): 3 clusters
  Score: Raw -17411639.460049 + Penalty 5798.609638 = -17405840.850411
  nChanged 3
		SP:Iteration 65Q (3123.830000 sec): 3 clusters
  Score: Raw -17411639.488701 + Penalty 5798.609638 = -17405840.879063
  nChanged 4
		SP:Iteration 66Q (3124.300000 sec): 3 clusters
  Score: Raw -17411639.539637 + Penalty 5798.609638 = -17405840.929999
  nChanged 5
		SP:Iteration 67Q (3124.760000 sec): 3 clusters
  Score: Raw -17411639.616145 + Penalty 5798.609638 = -17405841.006508
  nChanged 4
		SP:Iteration 68Q (3125.210000 sec): 3 clusters
  Score: Raw -17411639.659125 + Penalty 5798.609638 = -17405841.049487
  nChanged 3
		SP:Iteration 69Q (3125.670000 sec): 3 clusters
  Score: Raw -17411639.678397 + Penalty 5798.609638 = -17405841.068760
  nChanged 3
		SP:Iteration 70Q (3126.120000 sec): 3 clusters
  Score: Raw -17411639.708294 + Penalty 5798.609638 = -17405841.098657
  nChanged 2
		SP:Iteration 71Q (3126.580000 sec): 3 clusters
  Score: Raw -17411639.731632 + Penalty 5798.609638 = -17405841.121994
  nChanged 0
		SP:Iteration 72F (3127.070000 sec): 3 clusters
  Score: Raw -17411639.731632 + Penalty 5798.609638 = -17405841.121994
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3127.160000 sec): 2 clusters
  Score: Raw -1775832.895195 + Penalty 2321.847580 = -1773511.047615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3127.200000 sec): 3 clusters
  Score: Raw -1769433.793264 + Penalty 4643.695160 = -1764790.098104
  nChanged 4882
		SP:Iteration 1F (3127.250000 sec): 3 clusters
  Score: Raw -1771978.650812 + Penalty 4643.695160 = -1767334.955653
  nChanged 669
		SP:Iteration 2F (3127.290000 sec): 3 clusters
  Score: Raw -1772240.424033 + Penalty 4643.695160 = -1767596.728874
  nChanged 522
		SP:Iteration 3Q (3127.340000 sec): 3 clusters
  Score: Raw -1772429.559652 + Penalty 4643.695160 = -1767785.864492
  nChanged 409
		SP:Iteration 4Q (3127.390000 sec): 3 clusters
  Score: Raw -1772571.830550 + Penalty 4643.695160 = -1767928.135390
  nChanged 367
		SP:Iteration 5Q (3127.430000 sec): 3 clusters
  Score: Raw -1772695.740866 + Penalty 4643.695160 = -1768052.045706
  nChanged 318
		SP:Iteration 6Q (3127.480000 sec): 3 clusters
  Score: Raw -1772803.082624 + Penalty 4643.695160 = -1768159.387464
  nChanged 267
		SP:Iteration 7Q (3127.530000 sec): 3 clusters
  Score: Raw -1772894.587307 + Penalty 4643.695160 = -1768250.892148
  nChanged 290
		SP:Iteration 8Q (3127.570000 sec): 3 clusters
  Score: Raw -1773007.161354 + Penalty 4643.695160 = -1768363.466194
  nChanged 362
		SP:Iteration 9Q (3127.620000 sec): 3 clusters
  Score: Raw -1773187.886252 + Penalty 4643.695160 = -1768544.191092
  nChanged 420
		SP:Iteration 10Q (3127.670000 sec): 3 clusters
  Score: Raw -1773421.097975 + Penalty 4643.695160 = -1768777.402816
  nChanged 504
		SP:Iteration 11Q (3127.710000 sec): 3 clusters
  Score: Raw -1773722.135430 + Penalty 4643.695160 = -1769078.440271
  nChanged 534
		SP:Iteration 12Q (3127.760000 sec): 3 clusters
  Score: Raw -1774072.126660 + Penalty 4643.695160 = -1769428.431501
  nChanged 544
		SP:Iteration 13Q (3127.810000 sec): 3 clusters
  Score: Raw -1774462.941063 + Penalty 4643.695160 = -1769819.245904
  nChanged 508
		SP:Iteration 14Q (3127.850000 sec): 3 clusters
  Score: Raw -1774871.833321 + Penalty 4643.695160 = -1770228.138162
  nChanged 456
		SP:Iteration 15Q (3127.890000 sec): 3 clusters
  Score: Raw -1775283.458820 + Penalty 4643.695160 = -1770639.763660
  nChanged 326
		SP:Iteration 16Q (3127.940000 sec): 3 clusters
  Score: Raw -1775581.351890 + Penalty 4643.695160 = -1770937.656730
  nChanged 209
		SP:Iteration 17Q (3127.980000 sec): 3 clusters
  Score: Raw -1775782.962534 + Penalty 4643.695160 = -1771139.267374
  nChanged 130
		SP:Iteration 18Q (3128.010000 sec): 3 clusters
  Score: Raw -1775902.630416 + Penalty 4643.695160 = -1771258.935256
  nChanged 70
		SP:Iteration 19Q (3128.050000 sec): 3 clusters
  Score: Raw -1775962.307536 + Penalty 4643.695160 = -1771318.612376
  nChanged 38
		SP:Iteration 20F (3128.100000 sec): 3 clusters
  Score: Raw -1775999.800616 + Penalty 4643.695160 = -1771356.105456
  nChanged 32
		SP:Iteration 21Q (3128.130000 sec): 3 clusters
  Score: Raw -1776039.433934 + Penalty 4643.695160 = -1771395.738774
  nChanged 24
		SP:Iteration 22Q (3128.170000 sec): 3 clusters
  Score: Raw -1776068.421857 + Penalty 4643.695160 = -1771424.726697
  nChanged 17
		SP:Iteration 23Q (3128.210000 sec): 3 clusters
  Score: Raw -1776090.605865 + Penalty 4643.695160 = -1771446.910706
  nChanged 15
		SP:Iteration 24Q (3128.240000 sec): 3 clusters
  Score: Raw -1776111.253945 + Penalty 4643.695160 = -1771467.558785
  nChanged 11
		SP:Iteration 25Q (3128.270000 sec): 3 clusters
  Score: Raw -1776124.928823 + Penalty 4643.695160 = -1771481.233663
  nChanged 4
		SP:Iteration 26Q (3128.310000 sec): 3 clusters
  Score: Raw -1776128.635429 + Penalty 4643.695160 = -1771484.940270
  nChanged 1
		SP:Iteration 27Q (3128.340000 sec): 3 clusters
  Score: Raw -1776129.467082 + Penalty 4643.695160 = -1771485.771922
  nChanged 0
		SP:Iteration 28F (3128.390000 sec): 3 clusters
  Score: Raw -1776129.467082 + Penalty 4643.695160 = -1771485.771922
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (3740 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3128.410000 sec): 2 clusters
  Score: Raw -535244.074278 + Penalty 2040.256541 = -533203.817737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3128.420000 sec): 3 clusters
  Score: Raw -533512.273498 + Penalty 4080.513082 = -529431.760417
  nChanged 1353
		SP:Iteration 1F (3128.430000 sec): 3 clusters
  Score: Raw -534310.146143 + Penalty 4080.513082 = -530229.633061
  nChanged 257
		SP:Iteration 2F (3128.450000 sec): 3 clusters
  Score: Raw -534462.518242 + Penalty 4080.513082 = -530382.005161
  nChanged 170
		SP:Iteration 3Q (3128.470000 sec): 3 clusters
  Score: Raw -534563.369172 + Penalty 4080.513082 = -530482.856090
  nChanged 137
		SP:Iteration 4Q (3128.480000 sec): 3 clusters
  Score: Raw -534642.000747 + Penalty 4080.513082 = -530561.487665
  nChanged 116
		SP:Iteration 5Q (3128.490000 sec): 3 clusters
  Score: Raw -534706.185180 + Penalty 4080.513082 = -530625.672098
  nChanged 85
		SP:Iteration 6Q (3128.510000 sec): 3 clusters
  Score: Raw -534744.671359 + Penalty 4080.513082 = -530664.158277
  nChanged 60
		SP:Iteration 7Q (3128.520000 sec): 3 clusters
  Score: Raw -534770.822004 + Penalty 4080.513082 = -530690.308922
  nChanged 50
		SP:Iteration 8Q (3128.540000 sec): 3 clusters
  Score: Raw -534796.073848 + Penalty 4080.513082 = -530715.560767
  nChanged 46
		SP:Iteration 9Q (3128.550000 sec): 3 clusters
  Score: Raw -534814.667907 + Penalty 4080.513082 = -530734.154825
  nChanged 41
		SP:Iteration 10Q (3128.570000 sec): 3 clusters
  Score: Raw -534834.941591 + Penalty 4080.513082 = -530754.428510
  nChanged 40
		SP:Iteration 11Q (3128.580000 sec): 3 clusters
  Score: Raw -534851.851357 + Penalty 4080.513082 = -530771.338275
  nChanged 33
		SP:Iteration 12Q (3128.600000 sec): 3 clusters
  Score: Raw -534865.215393 + Penalty 4080.513082 = -530784.702312
  nChanged 30
		SP:Iteration 13Q (3128.610000 sec): 3 clusters
  Score: Raw -534877.497734 + Penalty 4080.513082 = -530796.984653
  nChanged 36
		SP:Iteration 14Q (3128.630000 sec): 3 clusters
  Score: Raw -534896.658626 + Penalty 4080.513082 = -530816.145544
  nChanged 47
		SP:Iteration 15Q (3128.640000 sec): 3 clusters
  Score: Raw -534917.084620 + Penalty 4080.513082 = -530836.571539
  nChanged 39
		SP:Iteration 16Q (3128.660000 sec): 3 clusters
  Score: Raw -534935.760165 + Penalty 4080.513082 = -530855.247083
  nChanged 36
		SP:Iteration 17Q (3128.670000 sec): 3 clusters
  Score: Raw -534951.073717 + Penalty 4080.513082 = -530870.560635
  nChanged 32
		SP:Iteration 18Q (3128.690000 sec): 3 clusters
  Score: Raw -534968.585384 + Penalty 4080.513082 = -530888.072302
  nChanged 45
		SP:Iteration 19Q (3128.700000 sec): 3 clusters
  Score: Raw -534992.572601 + Penalty 4080.513082 = -530912.059520
  nChanged 49
		SP:Iteration 20F (3128.710000 sec): 3 clusters
  Score: Raw -535013.829069 + Penalty 4080.513082 = -530933.315987
  nChanged 33
		SP:Iteration 21Q (3128.730000 sec): 3 clusters
  Score: Raw -535027.148718 + Penalty 4080.513082 = -530946.635637
  nChanged 28
		SP:Iteration 22Q (3128.750000 sec): 3 clusters
  Score: Raw -535038.918521 + Penalty 4080.513082 = -530958.405439
  nChanged 29
		SP:Iteration 23Q (3128.760000 sec): 3 clusters
  Score: Raw -535054.759748 + Penalty 4080.513082 = -530974.246666
  nChanged 35
		SP:Iteration 24Q (3128.770000 sec): 3 clusters
  Score: Raw -535071.727651 + Penalty 4080.513082 = -530991.214569
  nChanged 42
		SP:Iteration 25Q (3128.790000 sec): 3 clusters
  Score: Raw -535090.891402 + Penalty 4080.513082 = -531010.378320
  nChanged 32
		SP:Iteration 26Q (3128.800000 sec): 3 clusters
  Score: Raw -535106.116499 + Penalty 4080.513082 = -531025.603418
  nChanged 30
		SP:Iteration 27Q (3128.820000 sec): 3 clusters
  Score: Raw -535118.267046 + Penalty 4080.513082 = -531037.753965
  nChanged 23
		SP:Iteration 28Q (3128.830000 sec): 3 clusters
  Score: Raw -535132.700188 + Penalty 4080.513082 = -531052.187106
  nChanged 26
		SP:Iteration 29Q (3128.850000 sec): 3 clusters
  Score: Raw -535150.496564 + Penalty 4080.513082 = -531069.983483
  nChanged 25
		SP:Iteration 30Q (3128.860000 sec): 3 clusters
  Score: Raw -535165.531637 + Penalty 4080.513082 = -531085.018555
  nChanged 32
		SP:Iteration 31Q (3128.880000 sec): 3 clusters
  Score: Raw -535180.446966 + Penalty 4080.513082 = -531099.933884
  nChanged 22
		SP:Iteration 32Q (3128.890000 sec): 3 clusters
  Score: Raw -535192.592298 + Penalty 4080.513082 = -531112.079216
  nChanged 13
		SP:Iteration 33Q (3128.910000 sec): 3 clusters
  Score: Raw -535197.359707 + Penalty 4080.513082 = -531116.846626
  nChanged 11
		SP:Iteration 34Q (3128.920000 sec): 3 clusters
  Score: Raw -535201.156239 + Penalty 4080.513082 = -531120.643157
  nChanged 8
		SP:Iteration 35Q (3128.930000 sec): 3 clusters
  Score: Raw -535205.572405 + Penalty 4080.513082 = -531125.059323
  nChanged 13
		SP:Iteration 36Q (3128.950000 sec): 3 clusters
  Score: Raw -535210.479030 + Penalty 4080.513082 = -531129.965949
  nChanged 14
		SP:Iteration 37Q (3128.970000 sec): 3 clusters
  Score: Raw -535215.905929 + Penalty 4080.513082 = -531135.392847
  nChanged 8
		SP:Iteration 38Q (3128.980000 sec): 3 clusters
  Score: Raw -535218.200785 + Penalty 4080.513082 = -531137.687703
  nChanged 4
		SP:Iteration 39Q (3128.990000 sec): 3 clusters
  Score: Raw -535219.245857 + Penalty 4080.513082 = -531138.732775
  nChanged 3
		SP:Iteration 40F (3129.010000 sec): 3 clusters
  Score: Raw -535219.772778 + Penalty 4080.513082 = -531139.259696
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3129.010000 sec): 2 clusters
  Score: Raw -27239.942278 + Penalty 1352.919637 = -25887.022641
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3129.010000 sec): 3 clusters
  Score: Raw -27491.737114 + Penalty 2705.839273 = -24785.897841
  nChanged 31
		SP:Iteration 1F (3129.010000 sec): 3 clusters
  Score: Raw -27651.737425 + Penalty 2705.839273 = -24945.898152
  nChanged 11
		SP:Iteration 2Q (3129.020000 sec): 3 clusters
  Score: Raw -27722.041408 + Penalty 2705.839273 = -25016.202135
  nChanged 6
		SP:Iteration 3Q (3129.020000 sec): 3 clusters
  Score: Raw -27792.857037 + Penalty 2705.839273 = -25087.017764
  nChanged 5
		SP:Iteration 4Q (3129.020000 sec): 3 clusters
  Score: Raw -27825.022497 + Penalty 2705.839273 = -25119.183224
  nChanged 5
		SP:Iteration 5Q (3129.020000 sec): 3 clusters
  Score: Raw -27852.433868 + Penalty 2705.839273 = -25146.594594
  nChanged 1
		SP:Iteration 6Q (3129.020000 sec): 3 clusters
  Score: Raw -27866.600349 + Penalty 2705.839273 = -25160.761076
  nChanged 1
		SP:Iteration 7Q (3129.020000 sec): 3 clusters
  Score: Raw -27872.912919 + Penalty 2705.839273 = -25167.073646
  nChanged 1
		SP:Iteration 8Q (3129.020000 sec): 3 clusters
  Score: Raw -27878.356377 + Penalty 2705.839273 = -25172.517104
  nChanged 2
		SP:Iteration 9Q (3129.020000 sec): 3 clusters
  Score: Raw -27895.403663 + Penalty 2705.839273 = -25189.564390
  nChanged 2
		SP:Iteration 10Q (3129.020000 sec): 3 clusters
  Score: Raw -27913.395028 + Penalty 2705.839273 = -25207.555755
  nChanged 0
		SP:Iteration 11F (3129.030000 sec): 3 clusters
  Score: Raw -27913.395028 + Penalty 2705.839273 = -25207.555755
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (30933 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3129.140000 sec): 2 clusters
  Score: Raw -4515764.815052 + Penalty 2564.215556 = -4513200.599496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3129.270000 sec): 3 clusters
  Score: Raw -4497200.262436 + Penalty 5128.431112 = -4492071.831324
  nChanged 13922
		SP:Iteration 1F (3129.390000 sec): 3 clusters
  Score: Raw -4504790.511585 + Penalty 5128.431112 = -4499662.080474
  nChanged 1470
		SP:Iteration 2Q (3129.520000 sec): 3 clusters
  Score: Raw -4505361.247645 + Penalty 5128.431112 = -4500232.816534
  nChanged 1382
		SP:Iteration 3Q (3129.640000 sec): 3 clusters
  Score: Raw -4505965.318743 + Penalty 5128.431112 = -4500836.887632
  nChanged 1320
		SP:Iteration 4Q (3129.770000 sec): 3 clusters
  Score: Raw -4506587.458547 + Penalty 5128.431112 = -4501459.027435
  nChanged 1309
		SP:Iteration 5Q (3129.890000 sec): 3 clusters
  Score: Raw -4507255.606679 + Penalty 5128.431112 = -4502127.175567
  nChanged 1442
		SP:Iteration 6Q (3130.010000 sec): 3 clusters
  Score: Raw -4508019.970294 + Penalty 5128.431112 = -4502891.539182
  nChanged 1589
		SP:Iteration 7F (3130.140000 sec): 3 clusters
  Score: Raw -4508888.361847 + Penalty 5128.431112 = -4503759.930736
  nChanged 1661
		SP:Iteration 8F (3130.260000 sec): 3 clusters
  Score: Raw -4509735.375137 + Penalty 5128.431112 = -4504606.944025
  nChanged 1646
		SP:Iteration 9F (3130.380000 sec): 3 clusters
  Score: Raw -4510488.302768 + Penalty 5128.431112 = -4505359.871657
  nChanged 1399
		SP:Iteration 10Q (3130.510000 sec): 3 clusters
  Score: Raw -4511072.335478 + Penalty 5128.431112 = -4505943.904367
  nChanged 1184
		SP:Iteration 11Q (3130.630000 sec): 3 clusters
  Score: Raw -4511550.351567 + Penalty 5128.431112 = -4506421.920455
  nChanged 965
		SP:Iteration 12Q (3130.750000 sec): 3 clusters
  Score: Raw -4511957.764073 + Penalty 5128.431112 = -4506829.332962
  nChanged 898
		SP:Iteration 13Q (3130.870000 sec): 3 clusters
  Score: Raw -4512318.996297 + Penalty 5128.431112 = -4507190.565185
  nChanged 802
		SP:Iteration 14Q (3130.990000 sec): 3 clusters
  Score: Raw -4512637.281532 + Penalty 5128.431112 = -4507508.850421
  nChanged 754
		SP:Iteration 15Q (3131.120000 sec): 3 clusters
  Score: Raw -4512945.061678 + Penalty 5128.431112 = -4507816.630566
  nChanged 762
		SP:Iteration 16Q (3131.240000 sec): 3 clusters
  Score: Raw -4513265.233131 + Penalty 5128.431112 = -4508136.802019
  nChanged 733
		SP:Iteration 17Q (3131.360000 sec): 3 clusters
  Score: Raw -4513585.717265 + Penalty 5128.431112 = -4508457.286153
  nChanged 689
		SP:Iteration 18Q (3131.480000 sec): 3 clusters
  Score: Raw -4513896.198147 + Penalty 5128.431112 = -4508767.767035
  nChanged 637
		SP:Iteration 19Q (3131.600000 sec): 3 clusters
  Score: Raw -4514206.903948 + Penalty 5128.431112 = -4509078.472836
  nChanged 610
		SP:Iteration 20F (3131.720000 sec): 3 clusters
  Score: Raw -4514604.354084 + Penalty 5128.431112 = -4509475.922972
  nChanged 574
		SP:Iteration 21Q (3131.850000 sec): 3 clusters
  Score: Raw -4515260.582041 + Penalty 5128.431112 = -4510132.150929
  nChanged 514
		SP:Iteration 22Q (3131.970000 sec): 3 clusters
  Score: Raw -4515926.925161 + Penalty 5128.431112 = -4510798.494050
  nChanged 441
		SP:Iteration 23Q (3132.080000 sec): 3 clusters
  Score: Raw -4516135.278057 + Penalty 5128.431112 = -4511006.846945
  nChanged 375
		SP:Iteration 24Q (3132.190000 sec): 3 clusters
  Score: Raw -4516293.063061 + Penalty 5128.431112 = -4511164.631949
  nChanged 331
		SP:Iteration 25Q (3132.300000 sec): 3 clusters
  Score: Raw -4516422.997855 + Penalty 5128.431112 = -4511294.566743
  nChanged 270
		SP:Iteration 26Q (3132.400000 sec): 3 clusters
  Score: Raw -4516517.187511 + Penalty 5128.431112 = -4511388.756399
  nChanged 218
		SP:Iteration 27Q (3132.500000 sec): 3 clusters
  Score: Raw -4516586.290925 + Penalty 5128.431112 = -4511457.859813
  nChanged 153
		SP:Iteration 28Q (3132.600000 sec): 3 clusters
  Score: Raw -4516629.746115 + Penalty 5128.431112 = -4511501.315004
  nChanged 147
		SP:Iteration 29Q (3132.700000 sec): 3 clusters
  Score: Raw -4516668.417314 + Penalty 5128.431112 = -4511539.986203
  nChanged 110
		SP:Iteration 30Q (3132.800000 sec): 3 clusters
  Score: Raw -4516697.506912 + Penalty 5128.431112 = -4511569.075800
  nChanged 96
		SP:Iteration 31Q (3132.900000 sec): 3 clusters
  Score: Raw -4516722.219572 + Penalty 5128.431112 = -4511593.788460
  nChanged 86
		SP:Iteration 32Q (3133.000000 sec): 3 clusters
  Score: Raw -4516742.630078 + Penalty 5128.431112 = -4511614.198966
  nChanged 71
		SP:Iteration 33Q (3133.100000 sec): 3 clusters
  Score: Raw -4516758.483982 + Penalty 5128.431112 = -4511630.052870
  nChanged 61
		SP:Iteration 34Q (3133.190000 sec): 3 clusters
  Score: Raw -4516771.705102 + Penalty 5128.431112 = -4511643.273990
  nChanged 50
		SP:Iteration 35Q (3133.290000 sec): 3 clusters
  Score: Raw -4516784.076992 + Penalty 5128.431112 = -4511655.645881
  nChanged 50
		SP:Iteration 36Q (3133.390000 sec): 3 clusters
  Score: Raw -4516796.042474 + Penalty 5128.431112 = -4511667.611362
  nChanged 50
		SP:Iteration 37Q (3133.480000 sec): 3 clusters
  Score: Raw -4516806.604343 + Penalty 5128.431112 = -4511678.173232
  nChanged 45
		SP:Iteration 38Q (3133.580000 sec): 3 clusters
  Score: Raw -4516814.777007 + Penalty 5128.431112 = -4511686.345895
  nChanged 37
		SP:Iteration 39Q (3133.680000 sec): 3 clusters
  Score: Raw -4516822.877640 + Penalty 5128.431112 = -4511694.446528
  nChanged 36
		SP:Iteration 40F (3133.800000 sec): 3 clusters
  Score: Raw -4516831.567250 + Penalty 5128.431112 = -4511703.136138
  nChanged 36
		SP:Iteration 41Q (3133.900000 sec): 3 clusters
  Score: Raw -4516840.815070 + Penalty 5128.431112 = -4511712.383959
  nChanged 31
		SP:Iteration 42Q (3133.990000 sec): 3 clusters
  Score: Raw -4516846.724069 + Penalty 5128.431112 = -4511718.292957
  nChanged 26
		SP:Iteration 43Q (3134.090000 sec): 3 clusters
  Score: Raw -4516851.932203 + Penalty 5128.431112 = -4511723.501092
  nChanged 22
		SP:Iteration 44Q (3134.180000 sec): 3 clusters
  Score: Raw -4516855.252043 + Penalty 5128.431112 = -4511726.820931
  nChanged 14
		SP:Iteration 45Q (3134.280000 sec): 3 clusters
  Score: Raw -4516857.413943 + Penalty 5128.431112 = -4511728.982831
  nChanged 10
		SP:Iteration 46Q (3134.380000 sec): 3 clusters
  Score: Raw -4516858.978142 + Penalty 5128.431112 = -4511730.547030
  nChanged 11
		SP:Iteration 47Q (3134.470000 sec): 3 clusters
  Score: Raw -4516860.670286 + Penalty 5128.431112 = -4511732.239174
  nChanged 10
		SP:Iteration 48Q (3134.570000 sec): 3 clusters
  Score: Raw -4516861.808344 + Penalty 5128.431112 = -4511733.377232
  nChanged 5
		SP:Iteration 49Q (3134.660000 sec): 3 clusters
  Score: Raw -4516862.375278 + Penalty 5128.431112 = -4511733.944167
  nChanged 4
		SP:Iteration 50Q (3134.760000 sec): 3 clusters
  Score: Raw -4516862.978193 + Penalty 5128.431112 = -4511734.547081
  nChanged 4
		SP:Iteration 51Q (3134.860000 sec): 3 clusters
  Score: Raw -4516863.669732 + Penalty 5128.431112 = -4511735.238620
  nChanged 7
		SP:Iteration 52Q (3134.960000 sec): 3 clusters
  Score: Raw -4516864.998030 + Penalty 5128.431112 = -4511736.566918
  nChanged 13
		SP:Iteration 53Q (3135.050000 sec): 3 clusters
  Score: Raw -4516867.492832 + Penalty 5128.431112 = -4511739.061721
  nChanged 14
		SP:Iteration 54Q (3135.150000 sec): 3 clusters
  Score: Raw -4516870.040539 + Penalty 5128.431112 = -4511741.609427
  nChanged 11
		SP:Iteration 55Q (3135.250000 sec): 3 clusters
  Score: Raw -4516871.613566 + Penalty 5128.431112 = -4511743.182454
  nChanged 10
		SP:Iteration 56Q (3135.340000 sec): 3 clusters
  Score: Raw -4516872.807312 + Penalty 5128.431112 = -4511744.376200
  nChanged 7
		SP:Iteration 57Q (3135.430000 sec): 3 clusters
  Score: Raw -4516873.876358 + Penalty 5128.431112 = -4511745.445246
  nChanged 9
		SP:Iteration 58Q (3135.530000 sec): 3 clusters
  Score: Raw -4516875.254353 + Penalty 5128.431112 = -4511746.823242
  nChanged 9
		SP:Iteration 59Q (3135.630000 sec): 3 clusters
  Score: Raw -4516876.554792 + Penalty 5128.431112 = -4511748.123680
  nChanged 8
		SP:Iteration 60F (3135.750000 sec): 3 clusters
  Score: Raw -4516877.630983 + Penalty 5128.431112 = -4511749.199871
  nChanged 8
		SP:Iteration 61Q (3135.850000 sec): 3 clusters
  Score: Raw -4516878.594070 + Penalty 5128.431112 = -4511750.162958
  nChanged 6
		SP:Iteration 62Q (3135.940000 sec): 3 clusters
  Score: Raw -4516879.327510 + Penalty 5128.431112 = -4511750.896399
  nChanged 4
		SP:Iteration 63Q (3136.040000 sec): 3 clusters
  Score: Raw -4516879.989617 + Penalty 5128.431112 = -4511751.558506
  nChanged 5
		SP:Iteration 64Q (3136.130000 sec): 3 clusters
  Score: Raw -4516880.475377 + Penalty 5128.431112 = -4511752.044265
  nChanged 6
		SP:Iteration 65Q (3136.230000 sec): 3 clusters
  Score: Raw -4516881.324804 + Penalty 5128.431112 = -4511752.893692
  nChanged 3
		SP:Iteration 66Q (3136.330000 sec): 3 clusters
  Score: Raw -4516881.669341 + Penalty 5128.431112 = -4511753.238230
  nChanged 1
		SP:Iteration 67Q (3136.420000 sec): 3 clusters
  Score: Raw -4516881.793241 + Penalty 5128.431112 = -4511753.362129
  nChanged 1
		SP:Iteration 68Q (3136.520000 sec): 3 clusters
  Score: Raw -4516881.894724 + Penalty 5128.431112 = -4511753.463612
  nChanged 2
		SP:Iteration 69Q (3136.610000 sec): 3 clusters
  Score: Raw -4516882.347829 + Penalty 5128.431112 = -4511753.916717
  nChanged 2
		SP:Iteration 70Q (3136.710000 sec): 3 clusters
  Score: Raw -4516882.945699 + Penalty 5128.431112 = -4511754.514587
  nChanged 4
		SP:Iteration 71Q (3136.810000 sec): 3 clusters
  Score: Raw -4516883.486764 + Penalty 5128.431112 = -4511755.055652
  nChanged 6
		SP:Iteration 72Q (3136.900000 sec): 3 clusters
  Score: Raw -4516884.756335 + Penalty 5128.431112 = -4511756.325224
  nChanged 5
		SP:Iteration 73Q (3137.000000 sec): 3 clusters
  Score: Raw -4516885.931705 + Penalty 5128.431112 = -4511757.500593
  nChanged 8
		SP:Iteration 74Q (3137.090000 sec): 3 clusters
  Score: Raw -4516888.014978 + Penalty 5128.431112 = -4511759.583867
  nChanged 10
		SP:Iteration 75Q (3137.190000 sec): 3 clusters
  Score: Raw -4516890.394349 + Penalty 5128.431112 = -4511761.963237
  nChanged 12
		SP:Iteration 76Q (3137.280000 sec): 3 clusters
  Score: Raw -4516892.618557 + Penalty 5128.431112 = -4511764.187445
  nChanged 9
		SP:Iteration 77Q (3137.380000 sec): 3 clusters
  Score: Raw -4516894.033412 + Penalty 5128.431112 = -4511765.602300
  nChanged 10
		SP:Iteration 78Q (3137.470000 sec): 3 clusters
  Score: Raw -4516895.366528 + Penalty 5128.431112 = -4511766.935416
  nChanged 5
		SP:Iteration 79Q (3137.570000 sec): 3 clusters
  Score: Raw -4516895.873646 + Penalty 5128.431112 = -4511767.442534
  nChanged 1
		SP:Iteration 80F (3137.690000 sec): 3 clusters
  Score: Raw -4516896.013767 + Penalty 5128.431112 = -4511767.582655
  nChanged 3
		SP:Iteration 81Q (3137.790000 sec): 3 clusters
  Score: Raw -4516896.840704 + Penalty 5128.431112 = -4511768.409592
  nChanged 4
		SP:Iteration 82Q (3137.880000 sec): 3 clusters
  Score: Raw -4516897.505115 + Penalty 5128.431112 = -4511769.074003
  nChanged 3
		SP:Iteration 83Q (3137.970000 sec): 3 clusters
  Score: Raw -4516897.891612 + Penalty 5128.431112 = -4511769.460500
  nChanged 3
		SP:Iteration 84Q (3138.070000 sec): 3 clusters
  Score: Raw -4516898.243078 + Penalty 5128.431112 = -4511769.811967
  nChanged 2
		SP:Iteration 85Q (3138.160000 sec): 3 clusters
  Score: Raw -4516898.524771 + Penalty 5128.431112 = -4511770.093660
  nChanged 2
		SP:Iteration 86Q (3138.250000 sec): 3 clusters
  Score: Raw -4516898.673308 + Penalty 5128.431112 = -4511770.242196
  nChanged 2
		SP:Iteration 87Q (3138.350000 sec): 3 clusters
  Score: Raw -4516898.923699 + Penalty 5128.431112 = -4511770.492588
  nChanged 0
		SP:Iteration 88F (3138.470000 sec): 3 clusters
  Score: Raw -4516898.923699 + Penalty 5128.431112 = -4511770.492588
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.490000 sec): 2 clusters
  Score: Raw -32701.428481 + Penalty 1345.387604 = -31356.040876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.490000 sec): 3 clusters
  Score: Raw -33173.875499 + Penalty 2690.775209 = -30483.100290
  nChanged 44
		SP:Iteration 1F (3138.490000 sec): 3 clusters
  Score: Raw -33407.173905 + Penalty 2690.775209 = -30716.398697
  nChanged 18
		SP:Iteration 2F (3138.490000 sec): 3 clusters
  Score: Raw -33565.393747 + Penalty 2690.775209 = -30874.618538
  nChanged 11
		SP:Iteration 3Q (3138.490000 sec): 3 clusters
  Score: Raw -33677.319417 + Penalty 2690.775209 = -30986.544208
  nChanged 2
		SP:Iteration 4Q (3138.490000 sec): 3 clusters
  Score: Raw -33698.999758 + Penalty 2690.775209 = -31008.224549
  nChanged 1
		SP:Iteration 5Q (3138.490000 sec): 3 clusters
  Score: Raw -33703.809614 + Penalty 2690.775209 = -31013.034405
  nChanged 0
		SP:Iteration 6F (3138.490000 sec): 3 clusters
  Score: Raw -33703.809614 + Penalty 2690.775209 = -31013.034405
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 23 (608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.500000 sec): 2 clusters
  Score: Raw -81594.403659 + Penalty 1589.723371 = -80004.680288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.500000 sec): 3 clusters
  Score: Raw -81573.656038 + Penalty 3179.446741 = -78394.209296
  nChanged 131
		SP:Iteration 1F (3138.500000 sec): 3 clusters
  Score: Raw -81815.817189 + Penalty 3179.446741 = -78636.370448
  nChanged 24
		SP:Iteration 2Q (3138.510000 sec): 3 clusters
  Score: Raw -81866.108178 + Penalty 3179.446741 = -78686.661437
  nChanged 11
		SP:Iteration 3Q (3138.510000 sec): 3 clusters
  Score: Raw -81889.724714 + Penalty 3179.446741 = -78710.277973
  nChanged 9
		SP:Iteration 4Q (3138.510000 sec): 3 clusters
  Score: Raw -81913.478439 + Penalty 3179.446741 = -78734.031698
  nChanged 8
		SP:Iteration 5Q (3138.510000 sec): 3 clusters
  Score: Raw -81925.507979 + Penalty 3179.446741 = -78746.061238
  nChanged 3
		SP:Iteration 6Q (3138.510000 sec): 3 clusters
  Score: Raw -81937.076228 + Penalty 3179.446741 = -78757.629487
  nChanged 2
		SP:Iteration 7Q (3138.520000 sec): 3 clusters
  Score: Raw -81943.546701 + Penalty 3179.446741 = -78764.099959
  nChanged 3
		SP:Iteration 8Q (3138.520000 sec): 3 clusters
  Score: Raw -81954.604303 + Penalty 3179.446741 = -78775.157562
  nChanged 3
		SP:Iteration 9Q (3138.520000 sec): 3 clusters
  Score: Raw -81963.812411 + Penalty 3179.446741 = -78784.365670
  nChanged 3
		SP:Iteration 10Q (3138.520000 sec): 3 clusters
  Score: Raw -81968.805004 + Penalty 3179.446741 = -78789.358262
  nChanged 0
		SP:Iteration 11F (3138.530000 sec): 3 clusters
  Score: Raw -81968.805004 + Penalty 3179.446741 = -78789.358262
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.530000 sec): 2 clusters
  Score: Raw -257351.790429 + Penalty 1857.789723 = -255494.000706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.540000 sec): 3 clusters
  Score: Raw -256749.717873 + Penalty 3715.579446 = -253034.138427
  nChanged 557
		SP:Iteration 1F (3138.550000 sec): 3 clusters
  Score: Raw -257183.058884 + Penalty 3715.579446 = -253467.479438
  nChanged 131
		SP:Iteration 2F (3138.560000 sec): 3 clusters
  Score: Raw -257289.874861 + Penalty 3715.579446 = -253574.295415
  nChanged 82
		SP:Iteration 3Q (3138.560000 sec): 3 clusters
  Score: Raw -257361.901767 + Penalty 3715.579446 = -253646.322320
  nChanged 44
		SP:Iteration 4Q (3138.570000 sec): 3 clusters
  Score: Raw -257390.724154 + Penalty 3715.579446 = -253675.144707
  nChanged 22
		SP:Iteration 5Q (3138.580000 sec): 3 clusters
  Score: Raw -257401.655463 + Penalty 3715.579446 = -253686.076017
  nChanged 7
		SP:Iteration 6Q (3138.590000 sec): 3 clusters
  Score: Raw -257405.948871 + Penalty 3715.579446 = -253690.369424
  nChanged 5
		SP:Iteration 7Q (3138.590000 sec): 3 clusters
  Score: Raw -257408.380667 + Penalty 3715.579446 = -253692.801221
  nChanged 5
		SP:Iteration 8Q (3138.600000 sec): 3 clusters
  Score: Raw -257411.406586 + Penalty 3715.579446 = -253695.827140
  nChanged 7
		SP:Iteration 9Q (3138.610000 sec): 3 clusters
  Score: Raw -257415.331700 + Penalty 3715.579446 = -253699.752253
  nChanged 7
		SP:Iteration 10Q (3138.610000 sec): 3 clusters
  Score: Raw -257419.489154 + Penalty 3715.579446 = -253703.909707
  nChanged 3
		SP:Iteration 11Q (3138.620000 sec): 3 clusters
  Score: Raw -257421.238346 + Penalty 3715.579446 = -253705.658900
  nChanged 6
		SP:Iteration 12Q (3138.630000 sec): 3 clusters
  Score: Raw -257427.748773 + Penalty 3715.579446 = -253712.169327
  nChanged 8
		SP:Iteration 13Q (3138.630000 sec): 3 clusters
  Score: Raw -257432.478189 + Penalty 3715.579446 = -253716.898743
  nChanged 6
		SP:Iteration 14Q (3138.640000 sec): 3 clusters
  Score: Raw -257438.352688 + Penalty 3715.579446 = -253722.773241
  nChanged 5
		SP:Iteration 15Q (3138.650000 sec): 3 clusters
  Score: Raw -257443.001066 + Penalty 3715.579446 = -253727.421619
  nChanged 5
		SP:Iteration 16Q (3138.650000 sec): 3 clusters
  Score: Raw -257445.816609 + Penalty 3715.579446 = -253730.237163
  nChanged 5
		SP:Iteration 17Q (3138.660000 sec): 3 clusters
  Score: Raw -257447.987807 + Penalty 3715.579446 = -253732.408361
  nChanged 3
		SP:Iteration 18Q (3138.670000 sec): 3 clusters
  Score: Raw -257449.321186 + Penalty 3715.579446 = -253733.741740
  nChanged 3
		SP:Iteration 19Q (3138.670000 sec): 3 clusters
  Score: Raw -257451.012753 + Penalty 3715.579446 = -253735.433307
  nChanged 2
		SP:Iteration 20F (3138.680000 sec): 3 clusters
  Score: Raw -257451.784688 + Penalty 3715.579446 = -253736.205241
  nChanged 1
		SP:Iteration 21Q (3138.690000 sec): 3 clusters
  Score: Raw -257452.552403 + Penalty 3715.579446 = -253736.972957
  nChanged 0
		SP:Iteration 22F (3138.690000 sec): 3 clusters
  Score: Raw -257452.552403 + Penalty 3715.579446 = -253736.972957
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.690000 sec): 2 clusters
  Score: Raw -14092.726968 + Penalty 1232.513698 = -12860.213270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.690000 sec): 3 clusters
  Score: Raw -14477.834217 + Penalty 2465.027397 = -12012.806821
  nChanged 17
		SP:Iteration 1F (3138.700000 sec): 3 clusters
  Score: Raw -14608.437963 + Penalty 2465.027397 = -12143.410566
  nChanged 2
		SP:Iteration 2Q (3138.700000 sec): 3 clusters
  Score: Raw -14637.159225 + Penalty 2465.027397 = -12172.131829
  nChanged 0
		SP:Iteration 3F (3138.700000 sec): 3 clusters
  Score: Raw -14637.159225 + Penalty 2465.027397 = -12172.131829
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.700000 sec): 2 clusters
  Score: Raw -51116.540451 + Penalty 1468.551448 = -49647.989003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.700000 sec): 3 clusters
  Score: Raw -51218.137004 + Penalty 2937.102896 = -48281.034108
  nChanged 56
		SP:Iteration 1F (3138.710000 sec): 3 clusters
  Score: Raw -51346.218527 + Penalty 2937.102896 = -48409.115631
  nChanged 10
		SP:Iteration 2Q (3138.710000 sec): 3 clusters
  Score: Raw -51382.476958 + Penalty 2937.102896 = -48445.374062
  nChanged 7
		SP:Iteration 3Q (3138.710000 sec): 3 clusters
  Score: Raw -51404.555793 + Penalty 2937.102896 = -48467.452896
  nChanged 4
		SP:Iteration 4Q (3138.710000 sec): 3 clusters
  Score: Raw -51413.205893 + Penalty 2937.102896 = -48476.102997
  nChanged 2
		SP:Iteration 5Q (3138.710000 sec): 3 clusters
  Score: Raw -51415.705144 + Penalty 2937.102896 = -48478.602248
  nChanged 2
		SP:Iteration 6Q (3138.710000 sec): 3 clusters
  Score: Raw -51421.156591 + Penalty 2937.102896 = -48484.053695
  nChanged 1
		SP:Iteration 7Q (3138.710000 sec): 3 clusters
  Score: Raw -51422.426868 + Penalty 2937.102896 = -48485.323972
  nChanged 0
		SP:Iteration 8F (3138.710000 sec): 3 clusters
  Score: Raw -51422.426868 + Penalty 2937.102896 = -48485.323972
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (141290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3139.250000 sec): 2 clusters
  Score: Raw -20519933.758847 + Penalty 2940.925309 = -20516992.833538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3139.830000 sec): 3 clusters
  Score: Raw -20428422.437759 + Penalty 5881.850618 = -20422540.587141
  nChanged 67369
		SP:Iteration 1F (3140.400000 sec): 3 clusters
  Score: Raw -20467336.413724 + Penalty 5881.850618 = -20461454.563106
  nChanged 4500
		SP:Iteration 2Q (3140.980000 sec): 3 clusters
  Score: Raw -20468434.464141 + Penalty 5881.850618 = -20462552.613523
  nChanged 4956
		SP:Iteration 3Q (3141.580000 sec): 3 clusters
  Score: Raw -20469860.344062 + Penalty 5881.850618 = -20463978.493444
  nChanged 5505
		SP:Iteration 4Q (3142.180000 sec): 3 clusters
  Score: Raw -20471768.896920 + Penalty 5881.850618 = -20465887.046302
  nChanged 6347
		SP:Iteration 5Q (3142.770000 sec): 3 clusters
  Score: Raw -20474423.038926 + Penalty 5881.850618 = -20468541.188308
  nChanged 7542
		SP:Iteration 6F (3143.350000 sec): 3 clusters
  Score: Raw -20478014.289484 + Penalty 5881.850618 = -20472132.438866
  nChanged 8132
		SP:Iteration 7F (3143.920000 sec): 3 clusters
  Score: Raw -20482288.294644 + Penalty 5881.850618 = -20476406.444025
  nChanged 8296
		SP:Iteration 8F (3144.500000 sec): 3 clusters
  Score: Raw -20486919.015003 + Penalty 5881.850618 = -20481037.164385
  nChanged 7898
		SP:Iteration 9F (3145.070000 sec): 3 clusters
  Score: Raw -20491581.983404 + Penalty 5881.850618 = -20485700.132786
  nChanged 7055
		SP:Iteration 10Q (3145.660000 sec): 3 clusters
  Score: Raw -20495962.741171 + Penalty 5881.850618 = -20490080.890553
  nChanged 5978
		SP:Iteration 11Q (3146.240000 sec): 3 clusters
  Score: Raw -20499695.753288 + Penalty 5881.850618 = -20493813.902670
  nChanged 4920
		SP:Iteration 12Q (3146.810000 sec): 3 clusters
  Score: Raw -20502541.951617 + Penalty 5881.850618 = -20496660.100998
  nChanged 3951
		SP:Iteration 13Q (3147.370000 sec): 3 clusters
  Score: Raw -20504556.539912 + Penalty 5881.850618 = -20498674.689293
  nChanged 3145
		SP:Iteration 14Q (3147.920000 sec): 3 clusters
  Score: Raw -20506080.334205 + Penalty 5881.850618 = -20500198.483587
  nChanged 2884
		SP:Iteration 15Q (3148.450000 sec): 3 clusters
  Score: Raw -20507446.225141 + Penalty 5881.850618 = -20501564.374523
  nChanged 2733
		SP:Iteration 16Q (3148.940000 sec): 3 clusters
  Score: Raw -20508743.811214 + Penalty 5881.850618 = -20502861.960596
  nChanged 2735
		SP:Iteration 17Q (3149.420000 sec): 3 clusters
  Score: Raw -20510025.663105 + Penalty 5881.850618 = -20504143.812487
  nChanged 2665
		SP:Iteration 18Q (3149.900000 sec): 3 clusters
  Score: Raw -20511285.745943 + Penalty 5881.850618 = -20505403.895325
  nChanged 2477
		SP:Iteration 19Q (3150.360000 sec): 3 clusters
  Score: Raw -20512496.341981 + Penalty 5881.850618 = -20506614.491363
  nChanged 2329
		SP:Iteration 20F (3150.900000 sec): 3 clusters
  Score: Raw -20513648.243629 + Penalty 5881.850618 = -20507766.393011
  nChanged 2086
		SP:Iteration 21Q (3151.350000 sec): 3 clusters
  Score: Raw -20514718.602036 + Penalty 5881.850618 = -20508836.751418
  nChanged 1910
		SP:Iteration 22Q (3151.790000 sec): 3 clusters
  Score: Raw -20515732.400706 + Penalty 5881.850618 = -20509850.550088
  nChanged 1721
		SP:Iteration 23Q (3152.220000 sec): 3 clusters
  Score: Raw -20516648.536863 + Penalty 5881.850618 = -20510766.686244
  nChanged 1491
		SP:Iteration 24Q (3152.650000 sec): 3 clusters
  Score: Raw -20517483.962317 + Penalty 5881.850618 = -20511602.111699
  nChanged 1279
		SP:Iteration 25Q (3153.070000 sec): 3 clusters
  Score: Raw -20518240.387667 + Penalty 5881.850618 = -20512358.537048
  nChanged 1040
		SP:Iteration 26Q (3153.480000 sec): 3 clusters
  Score: Raw -20518877.713205 + Penalty 5881.850618 = -20512995.862587
  nChanged 866
		SP:Iteration 27Q (3153.900000 sec): 3 clusters
  Score: Raw -20519431.244036 + Penalty 5881.850618 = -20513549.393418
  nChanged 696
		SP:Iteration 28Q (3154.300000 sec): 3 clusters
  Score: Raw -20519871.015886 + Penalty 5881.850618 = -20513989.165267
  nChanged 572
		SP:Iteration 29Q (3154.710000 sec): 3 clusters
  Score: Raw -20520192.656948 + Penalty 5881.850618 = -20514310.806330
  nChanged 452
		SP:Iteration 30Q (3155.110000 sec): 3 clusters
  Score: Raw -20520434.929349 + Penalty 5881.850618 = -20514553.078731
  nChanged 371
		SP:Iteration 31Q (3155.500000 sec): 3 clusters
  Score: Raw -20520592.710981 + Penalty 5881.850618 = -20514710.860362
  nChanged 289
		SP:Iteration 32Q (3155.900000 sec): 3 clusters
  Score: Raw -20520693.733990 + Penalty 5881.850618 = -20514811.883372
  nChanged 219
		SP:Iteration 33Q (3156.290000 sec): 3 clusters
  Score: Raw -20520763.414255 + Penalty 5881.850618 = -20514881.563637
  nChanged 161
		SP:Iteration 34Q (3156.680000 sec): 3 clusters
  Score: Raw -20520805.440630 + Penalty 5881.850618 = -20514923.590012
  nChanged 121
		SP:Iteration 35Q (3157.080000 sec): 3 clusters
  Score: Raw -20520830.129847 + Penalty 5881.850618 = -20514948.279229
  nChanged 78
		SP:Iteration 36Q (3157.470000 sec): 3 clusters
  Score: Raw -20520846.348697 + Penalty 5881.850618 = -20514964.498079
  nChanged 79
		SP:Iteration 37Q (3157.860000 sec): 3 clusters
  Score: Raw -20520863.309169 + Penalty 5881.850618 = -20514981.458550
  nChanged 68
		SP:Iteration 38Q (3158.250000 sec): 3 clusters
  Score: Raw -20520880.055681 + Penalty 5881.850618 = -20514998.205062
  nChanged 70
		SP:Iteration 39Q (3158.660000 sec): 3 clusters
  Score: Raw -20520895.044207 + Penalty 5881.850618 = -20515013.193589
  nChanged 65
		SP:Iteration 40F (3159.230000 sec): 3 clusters
  Score: Raw -20520910.509823 + Penalty 5881.850618 = -20515028.659205
  nChanged 72
		SP:Iteration 41Q (3159.660000 sec): 3 clusters
  Score: Raw -20520926.667732 + Penalty 5881.850618 = -20515044.817114
  nChanged 63
		SP:Iteration 42Q (3160.080000 sec): 3 clusters
  Score: Raw -20520939.005896 + Penalty 5881.850618 = -20515057.155278
  nChanged 44
		SP:Iteration 43Q (3160.500000 sec): 3 clusters
  Score: Raw -20520948.004806 + Penalty 5881.850618 = -20515066.154188
  nChanged 40
		SP:Iteration 44Q (3160.940000 sec): 3 clusters
  Score: Raw -20520954.761271 + Penalty 5881.850618 = -20515072.910652
  nChanged 28
		SP:Iteration 45Q (3161.370000 sec): 3 clusters
  Score: Raw -20520959.530984 + Penalty 5881.850618 = -20515077.680365
  nChanged 25
		SP:Iteration 46Q (3161.790000 sec): 3 clusters
  Score: Raw -20520963.976143 + Penalty 5881.850618 = -20515082.125525
  nChanged 23
		SP:Iteration 47Q (3162.210000 sec): 3 clusters
  Score: Raw -20520967.600389 + Penalty 5881.850618 = -20515085.749771
  nChanged 23
		SP:Iteration 48Q (3162.630000 sec): 3 clusters
  Score: Raw -20520970.959817 + Penalty 5881.850618 = -20515089.109199
  nChanged 18
		SP:Iteration 49Q (3163.060000 sec): 3 clusters
  Score: Raw -20520973.878687 + Penalty 5881.850618 = -20515092.028069
  nChanged 11
		SP:Iteration 50Q (3163.480000 sec): 3 clusters
  Score: Raw -20520975.614979 + Penalty 5881.850618 = -20515093.764361
  nChanged 13
		SP:Iteration 51Q (3163.900000 sec): 3 clusters
  Score: Raw -20520977.955976 + Penalty 5881.850618 = -20515096.105358
  nChanged 12
		SP:Iteration 52Q (3164.330000 sec): 3 clusters
  Score: Raw -20520979.445869 + Penalty 5881.850618 = -20515097.595251
  nChanged 11
		SP:Iteration 53Q (3164.760000 sec): 3 clusters
  Score: Raw -20520981.412739 + Penalty 5881.850618 = -20515099.562120
  nChanged 16
		SP:Iteration 54Q (3165.180000 sec): 3 clusters
  Score: Raw -20520984.239526 + Penalty 5881.850618 = -20515102.388907
  nChanged 14
		SP:Iteration 55Q (3165.600000 sec): 3 clusters
  Score: Raw -20520986.290396 + Penalty 5881.850618 = -20515104.439777
  nChanged 7
		SP:Iteration 56Q (3166.020000 sec): 3 clusters
  Score: Raw -20520987.267259 + Penalty 5881.850618 = -20515105.416641
  nChanged 7
		SP:Iteration 57Q (3166.440000 sec): 3 clusters
  Score: Raw -20520988.207428 + Penalty 5881.850618 = -20515106.356810
  nChanged 7
		SP:Iteration 58Q (3166.870000 sec): 3 clusters
  Score: Raw -20520988.908562 + Penalty 5881.850618 = -20515107.057944
  nChanged 10
		SP:Iteration 59Q (3167.300000 sec): 3 clusters
  Score: Raw -20520990.364477 + Penalty 5881.850618 = -20515108.513859
  nChanged 9
		SP:Iteration 60F (3167.870000 sec): 3 clusters
  Score: Raw -20520992.168119 + Penalty 5881.850618 = -20515110.317501
  nChanged 6
		SP:Iteration 61Q (3168.290000 sec): 3 clusters
  Score: Raw -20520993.524206 + Penalty 5881.850618 = -20515111.673587
  nChanged 10
		SP:Iteration 62Q (3168.710000 sec): 3 clusters
  Score: Raw -20520995.041406 + Penalty 5881.850618 = -20515113.190788
  nChanged 15
		SP:Iteration 63Q (3169.130000 sec): 3 clusters
  Score: Raw -20520998.282233 + Penalty 5881.850618 = -20515116.431615
  nChanged 17
		SP:Iteration 64Q (3169.550000 sec): 3 clusters
  Score: Raw -20521001.590668 + Penalty 5881.850618 = -20515119.740050
  nChanged 14
		SP:Iteration 65Q (3169.980000 sec): 3 clusters
  Score: Raw -20521003.976071 + Penalty 5881.850618 = -20515122.125453
  nChanged 14
		SP:Iteration 66Q (3170.400000 sec): 3 clusters
  Score: Raw -20521007.352474 + Penalty 5881.850618 = -20515125.501856
  nChanged 16
		SP:Iteration 67Q (3170.830000 sec): 3 clusters
  Score: Raw -20521010.416167 + Penalty 5881.850618 = -20515128.565549
  nChanged 17
		SP:Iteration 68Q (3171.250000 sec): 3 clusters
  Score: Raw -20521013.402556 + Penalty 5881.850618 = -20515131.551938
  nChanged 17
		SP:Iteration 69Q (3171.670000 sec): 3 clusters
  Score: Raw -20521016.114213 + Penalty 5881.850618 = -20515134.263594
  nChanged 13
		SP:Iteration 70Q (3172.080000 sec): 3 clusters
  Score: Raw -20521018.032379 + Penalty 5881.850618 = -20515136.181761
  nChanged 13
		SP:Iteration 71Q (3172.500000 sec): 3 clusters
  Score: Raw -20521020.010689 + Penalty 5881.850618 = -20515138.160071
  nChanged 14
		SP:Iteration 72Q (3172.930000 sec): 3 clusters
  Score: Raw -20521021.839225 + Penalty 5881.850618 = -20515139.988607
  nChanged 13
		SP:Iteration 73Q (3173.360000 sec): 3 clusters
  Score: Raw -20521024.017215 + Penalty 5881.850618 = -20515142.166597
  nChanged 8
		SP:Iteration 74Q (3173.790000 sec): 3 clusters
  Score: Raw -20521025.087145 + Penalty 5881.850618 = -20515143.236527
  nChanged 7
		SP:Iteration 75Q (3174.200000 sec): 3 clusters
  Score: Raw -20521026.313668 + Penalty 5881.850618 = -20515144.463050
  nChanged 7
		SP:Iteration 76Q (3174.620000 sec): 3 clusters
  Score: Raw -20521027.381059 + Penalty 5881.850618 = -20515145.530441
  nChanged 6
		SP:Iteration 77Q (3175.030000 sec): 3 clusters
  Score: Raw -20521028.034723 + Penalty 5881.850618 = -20515146.184105
  nChanged 7
		SP:Iteration 78Q (3175.450000 sec): 3 clusters
  Score: Raw -20521029.125353 + Penalty 5881.850618 = -20515147.274735
  nChanged 7
		SP:Iteration 79Q (3175.880000 sec): 3 clusters
  Score: Raw -20521030.146580 + Penalty 5881.850618 = -20515148.295961
  nChanged 8
		SP:Iteration 80F (3176.460000 sec): 3 clusters
  Score: Raw -20521031.458111 + Penalty 5881.850618 = -20515149.607493
  nChanged 8
		SP:Iteration 81Q (3176.880000 sec): 3 clusters
  Score: Raw -20521032.665543 + Penalty 5881.850618 = -20515150.814925
  nChanged 8
		SP:Iteration 82Q (3177.300000 sec): 3 clusters
  Score: Raw -20521033.765269 + Penalty 5881.850618 = -20515151.914651
  nChanged 5
		SP:Iteration 83Q (3177.720000 sec): 3 clusters
  Score: Raw -20521034.675563 + Penalty 5881.850618 = -20515152.824945
  nChanged 9
		SP:Iteration 84Q (3178.140000 sec): 3 clusters
  Score: Raw -20521036.154674 + Penalty 5881.850618 = -20515154.304056
  nChanged 6
		SP:Iteration 85Q (3178.550000 sec): 3 clusters
  Score: Raw -20521037.139572 + Penalty 5881.850618 = -20515155.288954
  nChanged 7
		SP:Iteration 86Q (3178.990000 sec): 3 clusters
  Score: Raw -20521038.236284 + Penalty 5881.850618 = -20515156.385666
  nChanged 5
		SP:Iteration 87Q (3179.420000 sec): 3 clusters
  Score: Raw -20521038.988977 + Penalty 5881.850618 = -20515157.138359
  nChanged 3
		SP:Iteration 88Q (3179.850000 sec): 3 clusters
  Score: Raw -20521039.337739 + Penalty 5881.850618 = -20515157.487121
  nChanged 2
		SP:Iteration 89Q (3180.270000 sec): 3 clusters
  Score: Raw -20521039.546025 + Penalty 5881.850618 = -20515157.695407
  nChanged 2
		SP:Iteration 90Q (3180.690000 sec): 3 clusters
  Score: Raw -20521039.750757 + Penalty 5881.850618 = -20515157.900138
  nChanged 3
		SP:Iteration 91Q (3181.100000 sec): 3 clusters
  Score: Raw -20521040.057714 + Penalty 5881.850618 = -20515158.207095
  nChanged 3
		SP:Iteration 92Q (3181.520000 sec): 3 clusters
  Score: Raw -20521040.320932 + Penalty 5881.850618 = -20515158.470314
  nChanged 0
		SP:Iteration 93F (3182.100000 sec): 3 clusters
  Score: Raw -20521040.320932 + Penalty 5881.850618 = -20515158.470314
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3182.170000 sec): 2 clusters
  Score: Raw -19667.259116 + Penalty 1308.972435 = -18358.286681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3182.170000 sec): 3 clusters
  Score: Raw -20042.924819 + Penalty 2617.944871 = -17424.979948
  nChanged 32
		SP:Iteration 1F (3182.180000 sec): 3 clusters
  Score: Raw -20293.060479 + Penalty 2617.944871 = -17675.115608
  nChanged 12
		SP:Iteration 2F (3182.180000 sec): 3 clusters
  Score: Raw -20379.497341 + Penalty 2617.944871 = -17761.552470
  nChanged 7
		SP:Iteration 3Q (3182.180000 sec): 3 clusters
  Score: Raw -20412.558461 + Penalty 2617.944871 = -17794.613590
  nChanged 5
		SP:Iteration 4Q (3182.180000 sec): 3 clusters
  Score: Raw -20473.821080 + Penalty 2617.944871 = -17855.876209
  nChanged 2
		SP:Iteration 5Q (3182.180000 sec): 3 clusters
  Score: Raw -20483.272443 + Penalty 2617.944871 = -17865.327572
  nChanged 0
		SP:Iteration 6F (3182.180000 sec): 3 clusters
  Score: Raw -20483.272443 + Penalty 2617.944871 = -17865.327572
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 29 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3182.180000 sec): 2 clusters
  Score: Raw -74196.170923 + Penalty 1539.730326 = -72656.440597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3182.180000 sec): 3 clusters
  Score: Raw -74190.671023 + Penalty 3079.460653 = -71111.210370
  nChanged 79
		SP:Iteration 1F (3182.190000 sec): 3 clusters
  Score: Raw -74348.820861 + Penalty 3079.460653 = -71269.360208
  nChanged 19
		SP:Iteration 2Q (3182.190000 sec): 3 clusters
  Score: Raw -74388.109953 + Penalty 3079.460653 = -71308.649300
  nChanged 6
		SP:Iteration 3Q (3182.190000 sec): 3 clusters
  Score: Raw -74401.662869 + Penalty 3079.460653 = -71322.202216
  nChanged 5
		SP:Iteration 4Q (3182.190000 sec): 3 clusters
  Score: Raw -74415.033528 + Penalty 3079.460653 = -71335.572876
  nChanged 4
		SP:Iteration 5Q (3182.200000 sec): 3 clusters
  Score: Raw -74429.894125 + Penalty 3079.460653 = -71350.433472
  nChanged 0
		SP:Iteration 6F (3182.200000 sec): 3 clusters
  Score: Raw -74429.894125 + Penalty 3079.460653 = -71350.433472
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 30 (34692 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3182.320000 sec): 2 clusters
  Score: Raw -5301833.225367 + Penalty 2592.657569 = -5299240.567798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3182.470000 sec): 3 clusters
  Score: Raw -5280811.685374 + Penalty 5185.315138 = -5275626.370236
  nChanged 15710
		SP:Iteration 1F (3182.610000 sec): 3 clusters
  Score: Raw -5289455.003533 + Penalty 5185.315138 = -5284269.688395
  nChanged 1549
		SP:Iteration 2Q (3182.760000 sec): 3 clusters
  Score: Raw -5289928.322738 + Penalty 5185.315138 = -5284743.007600
  nChanged 1444
		SP:Iteration 3Q (3182.900000 sec): 3 clusters
  Score: Raw -5290390.408846 + Penalty 5185.315138 = -5285205.093707
  nChanged 1463
		SP:Iteration 4Q (3183.040000 sec): 3 clusters
  Score: Raw -5290928.637381 + Penalty 5185.315138 = -5285743.322242
  nChanged 1554
		SP:Iteration 5Q (3183.180000 sec): 3 clusters
  Score: Raw -5291589.909162 + Penalty 5185.315138 = -5286404.594023
  nChanged 1749
		SP:Iteration 6F (3183.320000 sec): 3 clusters
  Score: Raw -5292541.407988 + Penalty 5185.315138 = -5287356.092850
  nChanged 2042
		SP:Iteration 7F (3183.460000 sec): 3 clusters
  Score: Raw -5293809.729044 + Penalty 5185.315138 = -5288624.413905
  nChanged 2195
		SP:Iteration 8F (3183.600000 sec): 3 clusters
  Score: Raw -5295458.678075 + Penalty 5185.315138 = -5290273.362937
  nChanged 2095
		SP:Iteration 9F (3183.740000 sec): 3 clusters
  Score: Raw -5297218.073127 + Penalty 5185.315138 = -5292032.757989
  nChanged 1768
		SP:Iteration 10F (3183.880000 sec): 3 clusters
  Score: Raw -5298722.324211 + Penalty 5185.315138 = -5293537.009073
  nChanged 1257
		SP:Iteration 11Q (3184.020000 sec): 3 clusters
  Score: Raw -5299729.044650 + Penalty 5185.315138 = -5294543.729512
  nChanged 888
		SP:Iteration 12Q (3184.150000 sec): 3 clusters
  Score: Raw -5300300.749778 + Penalty 5185.315138 = -5295115.434639
  nChanged 604
		SP:Iteration 13Q (3184.280000 sec): 3 clusters
  Score: Raw -5300606.462585 + Penalty 5185.315138 = -5295421.147447
  nChanged 405
		SP:Iteration 14Q (3184.400000 sec): 3 clusters
  Score: Raw -5300777.218273 + Penalty 5185.315138 = -5295591.903135
  nChanged 329
		SP:Iteration 15Q (3184.520000 sec): 3 clusters
  Score: Raw -5300906.053288 + Penalty 5185.315138 = -5295720.738149
  nChanged 281
		SP:Iteration 16Q (3184.630000 sec): 3 clusters
  Score: Raw -5301007.398884 + Penalty 5185.315138 = -5295822.083746
  nChanged 233
		SP:Iteration 17Q (3184.750000 sec): 3 clusters
  Score: Raw -5301086.752001 + Penalty 5185.315138 = -5295901.436863
  nChanged 228
		SP:Iteration 18Q (3184.860000 sec): 3 clusters
  Score: Raw -5301163.850597 + Penalty 5185.315138 = -5295978.535459
  nChanged 217
		SP:Iteration 19Q (3184.980000 sec): 3 clusters
  Score: Raw -5301234.931883 + Penalty 5185.315138 = -5296049.616745
  nChanged 197
		SP:Iteration 20F (3185.120000 sec): 3 clusters
  Score: Raw -5301295.537841 + Penalty 5185.315138 = -5296110.222702
  nChanged 160
		SP:Iteration 21Q (3185.240000 sec): 3 clusters
  Score: Raw -5301342.505381 + Penalty 5185.315138 = -5296157.190242
  nChanged 139
		SP:Iteration 22Q (3185.350000 sec): 3 clusters
  Score: Raw -5301386.335779 + Penalty 5185.315138 = -5296201.020640
  nChanged 140
		SP:Iteration 23Q (3185.460000 sec): 3 clusters
  Score: Raw -5301429.245063 + Penalty 5185.315138 = -5296243.929924
  nChanged 135
		SP:Iteration 24Q (3185.580000 sec): 3 clusters
  Score: Raw -5301473.251097 + Penalty 5185.315138 = -5296287.935958
  nChanged 127
		SP:Iteration 25Q (3185.680000 sec): 3 clusters
  Score: Raw -5301520.977728 + Penalty 5185.315138 = -5296335.662589
  nChanged 129
		SP:Iteration 26Q (3185.790000 sec): 3 clusters
  Score: Raw -5301568.901188 + Penalty 5185.315138 = -5296383.586050
  nChanged 120
		SP:Iteration 27Q (3185.900000 sec): 3 clusters
  Score: Raw -5301608.438270 + Penalty 5185.315138 = -5296423.123131
  nChanged 114
		SP:Iteration 28Q (3186.010000 sec): 3 clusters
  Score: Raw -5301645.192272 + Penalty 5185.315138 = -5296459.877134
  nChanged 100
		SP:Iteration 29Q (3186.120000 sec): 3 clusters
  Score: Raw -5301678.370568 + Penalty 5185.315138 = -5296493.055430
  nChanged 88
		SP:Iteration 30Q (3186.230000 sec): 3 clusters
  Score: Raw -5301705.730803 + Penalty 5185.315138 = -5296520.415664
  nChanged 76
		SP:Iteration 31Q (3186.340000 sec): 3 clusters
  Score: Raw -5301727.761544 + Penalty 5185.315138 = -5296542.446406
  nChanged 66
		SP:Iteration 32Q (3186.440000 sec): 3 clusters
  Score: Raw -5301748.802669 + Penalty 5185.315138 = -5296563.487530
  nChanged 66
		SP:Iteration 33Q (3186.550000 sec): 3 clusters
  Score: Raw -5301771.978894 + Penalty 5185.315138 = -5296586.663755
  nChanged 69
		SP:Iteration 34Q (3186.650000 sec): 3 clusters
  Score: Raw -5301795.822299 + Penalty 5185.315138 = -5296610.507161
  nChanged 56
		SP:Iteration 35Q (3186.760000 sec): 3 clusters
  Score: Raw -5301815.853938 + Penalty 5185.315138 = -5296630.538800
  nChanged 67
		SP:Iteration 36Q (3186.860000 sec): 3 clusters
  Score: Raw -5301839.877323 + Penalty 5185.315138 = -5296654.562184
  nChanged 64
		SP:Iteration 37Q (3186.970000 sec): 3 clusters
  Score: Raw -5301866.791800 + Penalty 5185.315138 = -5296681.476661
  nChanged 57
		SP:Iteration 38Q (3187.080000 sec): 3 clusters
  Score: Raw -5301888.634188 + Penalty 5185.315138 = -5296703.319050
  nChanged 56
		SP:Iteration 39Q (3187.180000 sec): 3 clusters
  Score: Raw -5301910.885011 + Penalty 5185.315138 = -5296725.569873
  nChanged 54
		SP:Iteration 40F (3187.320000 sec): 3 clusters
  Score: Raw -5301931.030204 + Penalty 5185.315138 = -5296745.715066
  nChanged 36
		SP:Iteration 41Q (3187.420000 sec): 3 clusters
  Score: Raw -5301944.378877 + Penalty 5185.315138 = -5296759.063739
  nChanged 37
		SP:Iteration 42Q (3187.530000 sec): 3 clusters
  Score: Raw -5301958.439077 + Penalty 5185.315138 = -5296773.123939
  nChanged 33
		SP:Iteration 43Q (3187.630000 sec): 3 clusters
  Score: Raw -5301973.501006 + Penalty 5185.315138 = -5296788.185868
  nChanged 42
		SP:Iteration 44Q (3187.740000 sec): 3 clusters
  Score: Raw -5301989.740710 + Penalty 5185.315138 = -5296804.425572
  nChanged 38
		SP:Iteration 45Q (3187.840000 sec): 3 clusters
  Score: Raw -5302009.269973 + Penalty 5185.315138 = -5296823.954835
  nChanged 36
		SP:Iteration 46Q (3187.950000 sec): 3 clusters
  Score: Raw -5302025.880035 + Penalty 5185.315138 = -5296840.564897
  nChanged 39
		SP:Iteration 47Q (3188.060000 sec): 3 clusters
  Score: Raw -5302041.449389 + Penalty 5185.315138 = -5296856.134250
  nChanged 34
		SP:Iteration 48Q (3188.160000 sec): 3 clusters
  Score: Raw -5302053.643751 + Penalty 5185.315138 = -5296868.328612
  nChanged 27
		SP:Iteration 49Q (3188.260000 sec): 3 clusters
  Score: Raw -5302066.329538 + Penalty 5185.315138 = -5296881.014399
  nChanged 21
		SP:Iteration 50Q (3188.370000 sec): 3 clusters
  Score: Raw -5302074.531908 + Penalty 5185.315138 = -5296889.216770
  nChanged 16
		SP:Iteration 51Q (3188.470000 sec): 3 clusters
  Score: Raw -5302081.262311 + Penalty 5185.315138 = -5296895.947173
  nChanged 11
		SP:Iteration 52Q (3188.580000 sec): 3 clusters
  Score: Raw -5302084.452692 + Penalty 5185.315138 = -5296899.137553
  nChanged 12
		SP:Iteration 53Q (3188.680000 sec): 3 clusters
  Score: Raw -5302089.307391 + Penalty 5185.315138 = -5296903.992253
  nChanged 16
		SP:Iteration 54Q (3188.780000 sec): 3 clusters
  Score: Raw -5302096.278002 + Penalty 5185.315138 = -5296910.962863
  nChanged 11
		SP:Iteration 55Q (3188.880000 sec): 3 clusters
  Score: Raw -5302100.198307 + Penalty 5185.315138 = -5296914.883168
  nChanged 11
		SP:Iteration 56Q (3188.980000 sec): 3 clusters
  Score: Raw -5302104.108764 + Penalty 5185.315138 = -5296918.793625
  nChanged 10
		SP:Iteration 57Q (3189.080000 sec): 3 clusters
  Score: Raw -5302107.891880 + Penalty 5185.315138 = -5296922.576742
  nChanged 7
		SP:Iteration 58Q (3189.190000 sec): 3 clusters
  Score: Raw -5302109.748478 + Penalty 5185.315138 = -5296924.433339
  nChanged 7
		SP:Iteration 59Q (3189.290000 sec): 3 clusters
  Score: Raw -5302112.567483 + Penalty 5185.315138 = -5296927.252344
  nChanged 7
		SP:Iteration 60F (3189.430000 sec): 3 clusters
  Score: Raw -5302114.969164 + Penalty 5185.315138 = -5296929.654025
  nChanged 8
		SP:Iteration 61Q (3189.530000 sec): 3 clusters
  Score: Raw -5302118.383697 + Penalty 5185.315138 = -5296933.068559
  nChanged 6
		SP:Iteration 62Q (3189.630000 sec): 3 clusters
  Score: Raw -5302120.942231 + Penalty 5185.315138 = -5296935.627092
  nChanged 8
		SP:Iteration 63Q (3189.730000 sec): 3 clusters
  Score: Raw -5302123.929802 + Penalty 5185.315138 = -5296938.614663
  nChanged 7
		SP:Iteration 64Q (3189.830000 sec): 3 clusters
  Score: Raw -5302127.257813 + Penalty 5185.315138 = -5296941.942674
  nChanged 8
		SP:Iteration 65Q (3189.940000 sec): 3 clusters
  Score: Raw -5302130.547172 + Penalty 5185.315138 = -5296945.232033
  nChanged 7
		SP:Iteration 66Q (3190.030000 sec): 3 clusters
  Score: Raw -5302133.943778 + Penalty 5185.315138 = -5296948.628640
  nChanged 4
		SP:Iteration 67Q (3190.120000 sec): 3 clusters
  Score: Raw -5302135.795543 + Penalty 5185.315138 = -5296950.480405
  nChanged 8
		SP:Iteration 68Q (3190.210000 sec): 3 clusters
  Score: Raw -5302138.759317 + Penalty 5185.315138 = -5296953.444179
  nChanged 7
		SP:Iteration 69Q (3190.300000 sec): 3 clusters
  Score: Raw -5302141.375355 + Penalty 5185.315138 = -5296956.060216
  nChanged 1
		SP:Iteration 70Q (3190.390000 sec): 3 clusters
  Score: Raw -5302141.714056 + Penalty 5185.315138 = -5296956.398918
  nChanged 1
		SP:Iteration 71Q (3190.480000 sec): 3 clusters
  Score: Raw -5302142.368756 + Penalty 5185.315138 = -5296957.053617
  nChanged 4
		SP:Iteration 72Q (3190.570000 sec): 3 clusters
  Score: Raw -5302144.165403 + Penalty 5185.315138 = -5296958.850264
  nChanged 3
		SP:Iteration 73Q (3190.660000 sec): 3 clusters
  Score: Raw -5302145.287714 + Penalty 5185.315138 = -5296959.972575
  nChanged 2
		SP:Iteration 74Q (3190.760000 sec): 3 clusters
  Score: Raw -5302145.720713 + Penalty 5185.315138 = -5296960.405575
  nChanged 0
		SP:Iteration 75F (3190.880000 sec): 3 clusters
  Score: Raw -5302145.720713 + Penalty 5185.315138 = -5296960.405575
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 31 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3190.900000 sec): 2 clusters
  Score: Raw -27088.895071 + Penalty 1372.280593 = -25716.614478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3190.900000 sec): 3 clusters
  Score: Raw -27319.661017 + Penalty 2744.561186 = -24575.099830
  nChanged 39
		SP:Iteration 1F (3190.900000 sec): 3 clusters
  Score: Raw -27563.432117 + Penalty 2744.561186 = -24818.870931
  nChanged 19
		SP:Iteration 2F (3190.900000 sec): 3 clusters
  Score: Raw -27695.813864 + Penalty 2744.561186 = -24951.252678
  nChanged 5
		SP:Iteration 3Q (3190.900000 sec): 3 clusters
  Score: Raw -27710.591696 + Penalty 2744.561186 = -24966.030510
  nChanged 3
		SP:Iteration 4Q (3190.900000 sec): 3 clusters
  Score: Raw -27728.923722 + Penalty 2744.561186 = -24984.362535
  nChanged 2
		SP:Iteration 5Q (3190.900000 sec): 3 clusters
  Score: Raw -27736.735633 + Penalty 2744.561186 = -24992.174447
  nChanged 1
		SP:Iteration 6Q (3190.910000 sec): 3 clusters
  Score: Raw -27740.831277 + Penalty 2744.561186 = -24996.270091
  nChanged 0
		SP:Iteration 7F (3190.910000 sec): 3 clusters
  Score: Raw -27740.831277 + Penalty 2744.561186 = -24996.270091
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 32 (721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3190.910000 sec): 2 clusters
  Score: Raw -92353.119768 + Penalty 1631.998506 = -90721.121262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3190.920000 sec): 3 clusters
  Score: Raw -92284.702000 + Penalty 3263.997012 = -89020.704988
  nChanged 169
		SP:Iteration 1F (3190.920000 sec): 3 clusters
  Score: Raw -92624.284813 + Penalty 3263.997012 = -89360.287801
  nChanged 62
		SP:Iteration 2F (3190.920000 sec): 3 clusters
  Score: Raw -92810.749203 + Penalty 3263.997012 = -89546.752191
  nChanged 38
		SP:Iteration 3F (3190.920000 sec): 3 clusters
  Score: Raw -92892.832229 + Penalty 3263.997012 = -89628.835217
  nChanged 20
		SP:Iteration 4Q (3190.930000 sec): 3 clusters
  Score: Raw -92928.058061 + Penalty 3263.997012 = -89664.061049
  nChanged 15
		SP:Iteration 5Q (3190.930000 sec): 3 clusters
  Score: Raw -92957.656493 + Penalty 3263.997012 = -89693.659481
  nChanged 12
		SP:Iteration 6Q (3190.930000 sec): 3 clusters
  Score: Raw -92985.710289 + Penalty 3263.997012 = -89721.713277
  nChanged 6
		SP:Iteration 7Q (3190.930000 sec): 3 clusters
  Score: Raw -92998.710782 + Penalty 3263.997012 = -89734.713770
  nChanged 3
		SP:Iteration 8Q (3190.940000 sec): 3 clusters
  Score: Raw -93005.629921 + Penalty 3263.997012 = -89741.632909
  nChanged 4
		SP:Iteration 9Q (3190.940000 sec): 3 clusters
  Score: Raw -93011.680540 + Penalty 3263.997012 = -89747.683528
  nChanged 2
		SP:Iteration 10Q (3190.940000 sec): 3 clusters
  Score: Raw -93013.462410 + Penalty 3263.997012 = -89749.465398
  nChanged 2
		SP:Iteration 11Q (3190.940000 sec): 3 clusters
  Score: Raw -93017.262194 + Penalty 3263.997012 = -89753.265182
  nChanged 3
		SP:Iteration 12Q (3190.940000 sec): 3 clusters
  Score: Raw -93022.677905 + Penalty 3263.997012 = -89758.680893
  nChanged 3
		SP:Iteration 13Q (3190.950000 sec): 3 clusters
  Score: Raw -93032.109372 + Penalty 3263.997012 = -89768.112360
  nChanged 3
		SP:Iteration 14Q (3190.950000 sec): 3 clusters
  Score: Raw -93035.573332 + Penalty 3263.997012 = -89771.576320
  nChanged 0
		SP:Iteration 15F (3190.950000 sec): 3 clusters
  Score: Raw -93035.573332 + Penalty 3263.997012 = -89771.576320
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 33 (193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3190.960000 sec): 2 clusters
  Score: Raw -25068.601729 + Penalty 1305.147167 = -23763.454562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3190.960000 sec): 3 clusters
  Score: Raw -25542.384699 + Penalty 2610.294334 = -22932.090365
  nChanged 33
		SP:Iteration 1F (3190.960000 sec): 3 clusters
  Score: Raw -25756.232773 + Penalty 2610.294334 = -23145.938440
  nChanged 6
		SP:Iteration 2Q (3190.960000 sec): 3 clusters
  Score: Raw -25805.057306 + Penalty 2610.294334 = -23194.762972
  nChanged 2
		SP:Iteration 3Q (3190.960000 sec): 3 clusters
  Score: Raw -25818.917714 + Penalty 2610.294334 = -23208.623380
  nChanged 1
		SP:Iteration 4Q (3190.960000 sec): 3 clusters
  Score: Raw -25828.462665 + Penalty 2610.294334 = -23218.168331
  nChanged 1
		SP:Iteration 5Q (3190.960000 sec): 3 clusters
  Score: Raw -25834.689597 + Penalty 2610.294334 = -23224.395263
  nChanged 0
		SP:Iteration 6F (3190.960000 sec): 3 clusters
  Score: Raw -25834.689597 + Penalty 2610.294334 = -23224.395263
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 34 (929 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3190.970000 sec): 2 clusters
  Score: Raw -123238.451614 + Penalty 1694.858967 = -121543.592647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3190.970000 sec): 3 clusters
  Score: Raw -123052.750853 + Penalty 3389.717934 = -119663.032919
  nChanged 222
		SP:Iteration 1F (3190.970000 sec): 3 clusters
  Score: Raw -123343.614736 + Penalty 3389.717934 = -119953.896802
  nChanged 65
		SP:Iteration 2F (3190.980000 sec): 3 clusters
  Score: Raw -123445.642363 + Penalty 3389.717934 = -120055.924429
  nChanged 38
		SP:Iteration 3Q (3190.980000 sec): 3 clusters
  Score: Raw -123494.881767 + Penalty 3389.717934 = -120105.163833
  nChanged 13
		SP:Iteration 4Q (3190.980000 sec): 3 clusters
  Score: Raw -123509.622411 + Penalty 3389.717934 = -120119.904477
  nChanged 7
		SP:Iteration 5Q (3190.990000 sec): 3 clusters
  Score: Raw -123516.995610 + Penalty 3389.717934 = -120127.277676
  nChanged 4
		SP:Iteration 6Q (3190.990000 sec): 3 clusters
  Score: Raw -123523.908742 + Penalty 3389.717934 = -120134.190807
  nChanged 4
		SP:Iteration 7Q (3190.990000 sec): 3 clusters
  Score: Raw -123532.244862 + Penalty 3389.717934 = -120142.526928
  nChanged 5
		SP:Iteration 8Q (3191.000000 sec): 3 clusters
  Score: Raw -123541.749776 + Penalty 3389.717934 = -120152.031841
  nChanged 5
		SP:Iteration 9Q (3191.000000 sec): 3 clusters
  Score: Raw -123553.486040 + Penalty 3389.717934 = -120163.768106
  nChanged 9
		SP:Iteration 10Q (3191.000000 sec): 3 clusters
  Score: Raw -123567.284150 + Penalty 3389.717934 = -120177.566215
  nChanged 5
		SP:Iteration 11Q (3191.010000 sec): 3 clusters
  Score: Raw -123572.232770 + Penalty 3389.717934 = -120182.514836
  nChanged 1
		SP:Iteration 12Q (3191.010000 sec): 3 clusters
  Score: Raw -123572.664355 + Penalty 3389.717934 = -120182.946421
  nChanged 0
		SP:Iteration 13F (3191.010000 sec): 3 clusters
  Score: Raw -123572.664355 + Penalty 3389.717934 = -120182.946421
  nChanged 0
Iteration 219Q (3200.610000 sec): 35 clusters
  Score: Raw -117615865.977648 + Penalty 114739.327988 = -117501126.649660
  nChanged 7
Iteration 220F (3238.180000 sec): 35 clusters
  Score: Raw -117615866.238660 + Penalty 114739.327988 = -117501126.910672
  nChanged 11
Iteration 221Q (3248.080000 sec): 35 clusters
  Score: Raw -117615866.647276 + Penalty 114739.327988 = -117501127.319287
  nChanged 16
Iteration 222Q (3257.810000 sec): 35 clusters
  Score: Raw -117615867.541445 + Penalty 114739.327988 = -117501128.213457
  nChanged 17
Iteration 223Q (3267.620000 sec): 35 clusters
  Score: Raw -117615868.536285 + Penalty 114739.327988 = -117501129.208296
  nChanged 11
Iteration 224Q (3277.260000 sec): 35 clusters
  Score: Raw -117615868.950194 + Penalty 114739.327988 = -117501129.622206
  nChanged 8
Iteration 225Q (3286.890000 sec): 35 clusters
  Score: Raw -117615869.147456 + Penalty 114739.327988 = -117501129.819468
  nChanged 7
Iteration 226Q (3296.540000 sec): 35 clusters
  Score: Raw -117615869.268701 + Penalty 114739.327988 = -117501129.940713
  nChanged 10
Iteration 227Q (3306.230000 sec): 35 clusters
  Score: Raw -117615869.359701 + Penalty 114739.327988 = -117501130.031713
  nChanged 7
Iteration 228Q (3315.850000 sec): 35 clusters
  Score: Raw -117615869.399397 + Penalty 114739.327988 = -117501130.071409
  nChanged 6
Iteration 229Q (3325.480000 sec): 35 clusters
  Score: Raw -117615869.499726 + Penalty 114739.327988 = -117501130.171738
  nChanged 5
Iteration 230Q (3335.170000 sec): 35 clusters
  Score: Raw -117615869.636780 + Penalty 114739.327988 = -117501130.308792
  nChanged 5
Iteration 231Q (3344.770000 sec): 35 clusters
  Score: Raw -117615869.736357 + Penalty 114739.327988 = -117501130.408369
  nChanged 6
Iteration 232Q (3354.400000 sec): 35 clusters
  Score: Raw -117615869.845007 + Penalty 114739.327988 = -117501130.517019
  nChanged 4
Iteration 233Q (3364.010000 sec): 35 clusters
  Score: Raw -117615869.910864 + Penalty 114739.327988 = -117501130.582876
  nChanged 3
Iteration 234Q (3373.620000 sec): 35 clusters
  Score: Raw -117615869.935736 + Penalty 114739.327988 = -117501130.607748
  nChanged 1
Iteration 235Q (3383.230000 sec): 35 clusters
  Score: Raw -117615869.942608 + Penalty 114739.327988 = -117501130.614620
  nChanged 0
Iteration 236F (3420.140000 sec): 35 clusters
  Score: Raw -117615869.942608 + Penalty 114739.327988 = -117501130.614620
  nChanged 0
Compute initial score before splitting:   Score: Raw -117615869.942608 + Penalty 114739.327988 = -117501130.614620
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.170000 sec): 2 clusters
  Score: Raw -122761.033076 + Penalty 1666.315262 = -121094.717813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.180000 sec): 3 clusters
  Score: Raw -122645.430054 + Penalty 3332.630525 = -119312.799530
  nChanged 173
		SP:Iteration 1F (3420.180000 sec): 3 clusters
  Score: Raw -122877.408113 + Penalty 3332.630525 = -119544.777589
  nChanged 40
		SP:Iteration 2Q (3420.180000 sec): 3 clusters
  Score: Raw -122938.337654 + Penalty 3332.630525 = -119605.707130
  nChanged 15
		SP:Iteration 3Q (3420.180000 sec): 3 clusters
  Score: Raw -122960.065121 + Penalty 3332.630525 = -119627.434596
  nChanged 13
		SP:Iteration 4Q (3420.190000 sec): 3 clusters
  Score: Raw -122974.291775 + Penalty 3332.630525 = -119641.661250
  nChanged 7
		SP:Iteration 5Q (3420.190000 sec): 3 clusters
  Score: Raw -122986.752675 + Penalty 3332.630525 = -119654.122150
  nChanged 4
		SP:Iteration 6Q (3420.200000 sec): 3 clusters
  Score: Raw -122992.269353 + Penalty 3332.630525 = -119659.638829
  nChanged 3
		SP:Iteration 7Q (3420.200000 sec): 3 clusters
  Score: Raw -122995.526778 + Penalty 3332.630525 = -119662.896253
  nChanged 3
		SP:Iteration 8Q (3420.200000 sec): 3 clusters
  Score: Raw -122998.081392 + Penalty 3332.630525 = -119665.450868
  nChanged 1
		SP:Iteration 9Q (3420.200000 sec): 3 clusters
  Score: Raw -122999.362476 + Penalty 3332.630525 = -119666.731952
  nChanged 1
		SP:Iteration 10Q (3420.200000 sec): 3 clusters
  Score: Raw -123001.247659 + Penalty 3332.630525 = -119668.617135
  nChanged 1
		SP:Iteration 11Q (3420.210000 sec): 3 clusters
  Score: Raw -123002.165289 + Penalty 3332.630525 = -119669.534765
  nChanged 0
		SP:Iteration 12F (3420.210000 sec): 3 clusters
  Score: Raw -123002.165289 + Penalty 3332.630525 = -119669.534765
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.220000 sec): 2 clusters
  Score: Raw -179904.369306 + Penalty 1762.234960 = -178142.134345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.220000 sec): 3 clusters
  Score: Raw -179603.323166 + Penalty 3524.469920 = -176078.853246
  nChanged 333
		SP:Iteration 1F (3420.230000 sec): 3 clusters
  Score: Raw -179930.197931 + Penalty 3524.469920 = -176405.728011
  nChanged 75
		SP:Iteration 2F (3420.230000 sec): 3 clusters
  Score: Raw -180025.677266 + Penalty 3524.469920 = -176501.207346
  nChanged 37
		SP:Iteration 3Q (3420.240000 sec): 3 clusters
  Score: Raw -180079.445331 + Penalty 3524.469920 = -176554.975410
  nChanged 43
		SP:Iteration 4Q (3420.240000 sec): 3 clusters
  Score: Raw -180132.666730 + Penalty 3524.469920 = -176608.196809
  nChanged 18
		SP:Iteration 5Q (3420.240000 sec): 3 clusters
  Score: Raw -180151.437099 + Penalty 3524.469920 = -176626.967179
  nChanged 14
		SP:Iteration 6Q (3420.250000 sec): 3 clusters
  Score: Raw -180165.841137 + Penalty 3524.469920 = -176641.371216
  nChanged 12
		SP:Iteration 7Q (3420.250000 sec): 3 clusters
  Score: Raw -180178.096960 + Penalty 3524.469920 = -176653.627040
  nChanged 9
		SP:Iteration 8Q (3420.260000 sec): 3 clusters
  Score: Raw -180187.848037 + Penalty 3524.469920 = -176663.378117
  nChanged 10
		SP:Iteration 9Q (3420.260000 sec): 3 clusters
  Score: Raw -180196.040660 + Penalty 3524.469920 = -176671.570740
  nChanged 6
		SP:Iteration 10Q (3420.270000 sec): 3 clusters
  Score: Raw -180207.125606 + Penalty 3524.469920 = -176682.655686
  nChanged 8
		SP:Iteration 11Q (3420.270000 sec): 3 clusters
  Score: Raw -180214.085657 + Penalty 3524.469920 = -176689.615737
  nChanged 6
		SP:Iteration 12Q (3420.280000 sec): 3 clusters
  Score: Raw -180218.317790 + Penalty 3524.469920 = -176693.847869
  nChanged 4
		SP:Iteration 13Q (3420.280000 sec): 3 clusters
  Score: Raw -180223.737040 + Penalty 3524.469920 = -176699.267119
  nChanged 4
		SP:Iteration 14Q (3420.280000 sec): 3 clusters
  Score: Raw -180226.527400 + Penalty 3524.469920 = -176702.057480
  nChanged 2
		SP:Iteration 15Q (3420.290000 sec): 3 clusters
  Score: Raw -180227.372304 + Penalty 3524.469920 = -176702.902384
  nChanged 0
		SP:Iteration 16F (3420.290000 sec): 3 clusters
  Score: Raw -180227.372304 + Penalty 3524.469920 = -176702.902384
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.300000 sec): 2 clusters
  Score: Raw -22540.062065 + Penalty 1297.314937 = -21242.747128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.300000 sec): 3 clusters
  Score: Raw -22911.189100 + Penalty 2594.629874 = -20316.559226
  nChanged 20
		SP:Iteration 1F (3420.300000 sec): 3 clusters
  Score: Raw -22999.577004 + Penalty 2594.629874 = -20404.947131
  nChanged 11
		SP:Iteration 2F (3420.300000 sec): 3 clusters
  Score: Raw -23078.111543 + Penalty 2594.629874 = -20483.481669
  nChanged 8
		SP:Iteration 3Q (3420.300000 sec): 3 clusters
  Score: Raw -23167.721890 + Penalty 2594.629874 = -20573.092016
  nChanged 5
		SP:Iteration 4Q (3420.300000 sec): 3 clusters
  Score: Raw -23198.952773 + Penalty 2594.629874 = -20604.322899
  nChanged 3
		SP:Iteration 5Q (3420.300000 sec): 3 clusters
  Score: Raw -23240.109481 + Penalty 2594.629874 = -20645.479607
  nChanged 3
		SP:Iteration 6Q (3420.300000 sec): 3 clusters
  Score: Raw -23275.191724 + Penalty 2594.629874 = -20680.561850
  nChanged 1
		SP:Iteration 7Q (3420.300000 sec): 3 clusters
  Score: Raw -23281.837332 + Penalty 2594.629874 = -20687.207458
  nChanged 0
		SP:Iteration 8F (3420.300000 sec): 3 clusters
  Score: Raw -23281.837332 + Penalty 2594.629874 = -20687.207458
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (2808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.320000 sec): 2 clusters
  Score: Raw -412082.647571 + Penalty 1969.176486 = -410113.471085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.320000 sec): 3 clusters
  Score: Raw -410878.962460 + Penalty 3938.352972 = -406940.609489
  nChanged 981
		SP:Iteration 1F (3420.340000 sec): 3 clusters
  Score: Raw -411522.910814 + Penalty 3938.352972 = -407584.557842
  nChanged 217
		SP:Iteration 2F (3420.340000 sec): 3 clusters
  Score: Raw -411674.013899 + Penalty 3938.352972 = -407735.660927
  nChanged 133
		SP:Iteration 3Q (3420.360000 sec): 3 clusters
  Score: Raw -411760.806836 + Penalty 3938.352972 = -407822.453865
  nChanged 90
		SP:Iteration 4Q (3420.360000 sec): 3 clusters
  Score: Raw -411819.373875 + Penalty 3938.352972 = -407881.020904
  nChanged 62
		SP:Iteration 5Q (3420.380000 sec): 3 clusters
  Score: Raw -411863.535215 + Penalty 3938.352972 = -407925.182244
  nChanged 44
		SP:Iteration 6Q (3420.390000 sec): 3 clusters
  Score: Raw -411897.768409 + Penalty 3938.352972 = -407959.415438
  nChanged 60
		SP:Iteration 7Q (3420.400000 sec): 3 clusters
  Score: Raw -411940.816938 + Penalty 3938.352972 = -408002.463967
  nChanged 56
		SP:Iteration 8Q (3420.410000 sec): 3 clusters
  Score: Raw -411985.578471 + Penalty 3938.352972 = -408047.225500
  nChanged 37
		SP:Iteration 9Q (3420.420000 sec): 3 clusters
  Score: Raw -412007.941596 + Penalty 3938.352972 = -408069.588625
  nChanged 32
		SP:Iteration 10Q (3420.430000 sec): 3 clusters
  Score: Raw -412031.947643 + Penalty 3938.352972 = -408093.594671
  nChanged 35
		SP:Iteration 11Q (3420.440000 sec): 3 clusters
  Score: Raw -412056.916125 + Penalty 3938.352972 = -408118.563153
  nChanged 40
		SP:Iteration 12Q (3420.450000 sec): 3 clusters
  Score: Raw -412081.424133 + Penalty 3938.352972 = -408143.071162
  nChanged 28
		SP:Iteration 13Q (3420.460000 sec): 3 clusters
  Score: Raw -412095.988914 + Penalty 3938.352972 = -408157.635942
  nChanged 31
		SP:Iteration 14Q (3420.470000 sec): 3 clusters
  Score: Raw -412113.815815 + Penalty 3938.352972 = -408175.462843
  nChanged 22
		SP:Iteration 15Q (3420.480000 sec): 3 clusters
  Score: Raw -412125.901763 + Penalty 3938.352972 = -408187.548791
  nChanged 20
		SP:Iteration 16Q (3420.490000 sec): 3 clusters
  Score: Raw -412136.466859 + Penalty 3938.352972 = -408198.113887
  nChanged 19
		SP:Iteration 17Q (3420.500000 sec): 3 clusters
  Score: Raw -412147.950317 + Penalty 3938.352972 = -408209.597345
  nChanged 18
		SP:Iteration 18Q (3420.510000 sec): 3 clusters
  Score: Raw -412156.635064 + Penalty 3938.352972 = -408218.282092
  nChanged 19
		SP:Iteration 19Q (3420.520000 sec): 3 clusters
  Score: Raw -412167.338348 + Penalty 3938.352972 = -408228.985376
  nChanged 18
		SP:Iteration 20F (3420.530000 sec): 3 clusters
  Score: Raw -412177.353602 + Penalty 3938.352972 = -408239.000631
  nChanged 21
		SP:Iteration 21Q (3420.540000 sec): 3 clusters
  Score: Raw -412193.851156 + Penalty 3938.352972 = -408255.498185
  nChanged 31
		SP:Iteration 22Q (3420.550000 sec): 3 clusters
  Score: Raw -412216.641018 + Penalty 3938.352972 = -408278.288047
  nChanged 33
		SP:Iteration 23Q (3420.560000 sec): 3 clusters
  Score: Raw -412237.125598 + Penalty 3938.352972 = -408298.772627
  nChanged 33
		SP:Iteration 24Q (3420.570000 sec): 3 clusters
  Score: Raw -412258.900518 + Penalty 3938.352972 = -408320.547547
  nChanged 38
		SP:Iteration 25Q (3420.580000 sec): 3 clusters
  Score: Raw -412285.024765 + Penalty 3938.352972 = -408346.671794
  nChanged 45
		SP:Iteration 26Q (3420.590000 sec): 3 clusters
  Score: Raw -412323.968691 + Penalty 3938.352972 = -408385.615720
  nChanged 47
		SP:Iteration 27Q (3420.600000 sec): 3 clusters
  Score: Raw -412361.811861 + Penalty 3938.352972 = -408423.458890
  nChanged 46
		SP:Iteration 28Q (3420.610000 sec): 3 clusters
  Score: Raw -412399.782033 + Penalty 3938.352972 = -408461.429062
  nChanged 48
		SP:Iteration 29Q (3420.620000 sec): 3 clusters
  Score: Raw -412433.882800 + Penalty 3938.352972 = -408495.529828
  nChanged 47
		SP:Iteration 30Q (3420.630000 sec): 3 clusters
  Score: Raw -412479.151949 + Penalty 3938.352972 = -408540.798977
  nChanged 54
		SP:Iteration 31Q (3420.640000 sec): 3 clusters
  Score: Raw -412538.785790 + Penalty 3938.352972 = -408600.432819
  nChanged 61
		SP:Iteration 32Q (3420.650000 sec): 3 clusters
  Score: Raw -412604.141299 + Penalty 3938.352972 = -408665.788328
  nChanged 49
		SP:Iteration 33Q (3420.660000 sec): 3 clusters
  Score: Raw -412660.192628 + Penalty 3938.352972 = -408721.839656
  nChanged 56
		SP:Iteration 34Q (3420.670000 sec): 3 clusters
  Score: Raw -412732.021070 + Penalty 3938.352972 = -408793.668098
  nChanged 56
		SP:Iteration 35Q (3420.680000 sec): 3 clusters
  Score: Raw -412798.340756 + Penalty 3938.352972 = -408859.987785
  nChanged 48
		SP:Iteration 36Q (3420.690000 sec): 3 clusters
  Score: Raw -412841.298733 + Penalty 3938.352972 = -408902.945761
  nChanged 34
		SP:Iteration 37Q (3420.700000 sec): 3 clusters
  Score: Raw -412879.206992 + Penalty 3938.352972 = -408940.854020
  nChanged 29
		SP:Iteration 38Q (3420.700000 sec): 3 clusters
  Score: Raw -412904.458508 + Penalty 3938.352972 = -408966.105536
  nChanged 27
		SP:Iteration 39Q (3420.710000 sec): 3 clusters
  Score: Raw -412921.171364 + Penalty 3938.352972 = -408982.818392
  nChanged 17
		SP:Iteration 40F (3420.720000 sec): 3 clusters
  Score: Raw -412929.452375 + Penalty 3938.352972 = -408991.099404
  nChanged 10
		SP:Iteration 41Q (3420.730000 sec): 3 clusters
  Score: Raw -412934.361789 + Penalty 3938.352972 = -408996.008817
  nChanged 5
		SP:Iteration 42Q (3420.740000 sec): 3 clusters
  Score: Raw -412937.671397 + Penalty 3938.352972 = -408999.318425
  nChanged 3
		SP:Iteration 43Q (3420.750000 sec): 3 clusters
  Score: Raw -412939.841560 + Penalty 3938.352972 = -409001.488588
  nChanged 1
		SP:Iteration 44Q (3420.760000 sec): 3 clusters
  Score: Raw -412940.511943 + Penalty 3938.352972 = -409002.158972
  nChanged 1
		SP:Iteration 45Q (3420.770000 sec): 3 clusters
  Score: Raw -412940.968939 + Penalty 3938.352972 = -409002.615967
  nChanged 0
		SP:Iteration 46F (3420.780000 sec): 3 clusters
  Score: Raw -412940.968939 + Penalty 3938.352972 = -409002.615967
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.780000 sec): 2 clusters
  Score: Raw -77809.852459 + Penalty 1571.093454 = -76238.759005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.780000 sec): 3 clusters
  Score: Raw -77848.107947 + Penalty 3142.186909 = -74705.921038
  nChanged 114
		SP:Iteration 1F (3420.780000 sec): 3 clusters
  Score: Raw -78089.018923 + Penalty 3142.186909 = -74946.832015
  nChanged 38
		SP:Iteration 2F (3420.790000 sec): 3 clusters
  Score: Raw -78268.120227 + Penalty 3142.186909 = -75125.933318
  nChanged 37
		SP:Iteration 3F (3420.790000 sec): 3 clusters
  Score: Raw -78407.084374 + Penalty 3142.186909 = -75264.897466
  nChanged 33
		SP:Iteration 4F (3420.790000 sec): 3 clusters
  Score: Raw -78599.089868 + Penalty 3142.186909 = -75456.902959
  nChanged 23
		SP:Iteration 5Q (3420.800000 sec): 3 clusters
  Score: Raw -78690.222806 + Penalty 3142.186909 = -75548.035897
  nChanged 19
		SP:Iteration 6Q (3420.800000 sec): 3 clusters
  Score: Raw -78757.835730 + Penalty 3142.186909 = -75615.648821
  nChanged 11
		SP:Iteration 7Q (3420.800000 sec): 3 clusters
  Score: Raw -78801.014146 + Penalty 3142.186909 = -75658.827237
  nChanged 5
		SP:Iteration 8Q (3420.800000 sec): 3 clusters
  Score: Raw -78829.674349 + Penalty 3142.186909 = -75687.487440
  nChanged 7
		SP:Iteration 9Q (3420.800000 sec): 3 clusters
  Score: Raw -78876.170291 + Penalty 3142.186909 = -75733.983383
  nChanged 5
		SP:Iteration 10Q (3420.800000 sec): 3 clusters
  Score: Raw -78905.724082 + Penalty 3142.186909 = -75763.537174
  nChanged 1
		SP:Iteration 11Q (3420.800000 sec): 3 clusters
  Score: Raw -78908.263185 + Penalty 3142.186909 = -75766.076277
  nChanged 0
		SP:Iteration 12F (3420.810000 sec): 3 clusters
  Score: Raw -78908.263185 + Penalty 3142.186909 = -75766.076277
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.870000 sec): 2 clusters
  Score: Raw -2463886.960096 + Penalty 2427.429105 = -2461459.530991
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.930000 sec): 3 clusters
  Score: Raw -2453588.674399 + Penalty 4854.858209 = -2448733.816190
  nChanged 7811
		SP:Iteration 1F (3421.000000 sec): 3 clusters
  Score: Raw -2457773.599292 + Penalty 4854.858209 = -2452918.741083
  nChanged 1167
		SP:Iteration 2F (3421.060000 sec): 3 clusters
  Score: Raw -2458361.645853 + Penalty 4854.858209 = -2453506.787644
  nChanged 1075
		SP:Iteration 3F (3421.130000 sec): 3 clusters
  Score: Raw -2458900.312540 + Penalty 4854.858209 = -2454045.454331
  nChanged 968
		SP:Iteration 4F (3421.190000 sec): 3 clusters
  Score: Raw -2459443.276565 + Penalty 4854.858209 = -2454588.418356
  nChanged 924
		SP:Iteration 5F (3421.260000 sec): 3 clusters
  Score: Raw -2459980.422220 + Penalty 4854.858209 = -2455125.564011
  nChanged 920
		SP:Iteration 6F (3421.320000 sec): 3 clusters
  Score: Raw -2460517.715230 + Penalty 4854.858209 = -2455662.857021
  nChanged 902
		SP:Iteration 7F (3421.380000 sec): 3 clusters
  Score: Raw -2461061.964731 + Penalty 4854.858209 = -2456207.106522
  nChanged 851
		SP:Iteration 8Q (3421.450000 sec): 3 clusters
  Score: Raw -2461562.267829 + Penalty 4854.858209 = -2456707.409620
  nChanged 738
		SP:Iteration 9Q (3421.510000 sec): 3 clusters
  Score: Raw -2461972.363026 + Penalty 4854.858209 = -2457117.504817
  nChanged 669
		SP:Iteration 10Q (3421.580000 sec): 3 clusters
  Score: Raw -2462308.148417 + Penalty 4854.858209 = -2457453.290208
  nChanged 528
		SP:Iteration 11Q (3421.640000 sec): 3 clusters
  Score: Raw -2462553.907843 + Penalty 4854.858209 = -2457699.049634
  nChanged 426
		SP:Iteration 12Q (3421.700000 sec): 3 clusters
  Score: Raw -2462714.232038 + Penalty 4854.858209 = -2457859.373829
  nChanged 336
		SP:Iteration 13Q (3421.760000 sec): 3 clusters
  Score: Raw -2462827.919523 + Penalty 4854.858209 = -2457973.061314
  nChanged 251
		SP:Iteration 14Q (3421.830000 sec): 3 clusters
  Score: Raw -2462907.918345 + Penalty 4854.858209 = -2458053.060136
  nChanged 231
		SP:Iteration 15Q (3421.890000 sec): 3 clusters
  Score: Raw -2462980.741534 + Penalty 4854.858209 = -2458125.883325
  nChanged 206
		SP:Iteration 16Q (3421.950000 sec): 3 clusters
  Score: Raw -2463041.140219 + Penalty 4854.858209 = -2458186.282010
  nChanged 183
		SP:Iteration 17Q (3422.010000 sec): 3 clusters
  Score: Raw -2463091.709847 + Penalty 4854.858209 = -2458236.851638
  nChanged 159
		SP:Iteration 18Q (3422.070000 sec): 3 clusters
  Score: Raw -2463134.158612 + Penalty 4854.858209 = -2458279.300403
  nChanged 151
		SP:Iteration 19Q (3422.140000 sec): 3 clusters
  Score: Raw -2463175.259497 + Penalty 4854.858209 = -2458320.401288
  nChanged 161
		SP:Iteration 20F (3422.200000 sec): 3 clusters
  Score: Raw -2463216.617670 + Penalty 4854.858209 = -2458361.759461
  nChanged 134
		SP:Iteration 21Q (3422.260000 sec): 3 clusters
  Score: Raw -2463252.617665 + Penalty 4854.858209 = -2458397.759456
  nChanged 129
		SP:Iteration 22Q (3422.320000 sec): 3 clusters
  Score: Raw -2463286.020388 + Penalty 4854.858209 = -2458431.162179
  nChanged 139
		SP:Iteration 23Q (3422.380000 sec): 3 clusters
  Score: Raw -2463320.279652 + Penalty 4854.858209 = -2458465.421443
  nChanged 147
		SP:Iteration 24Q (3422.440000 sec): 3 clusters
  Score: Raw -2463360.198395 + Penalty 4854.858209 = -2458505.340186
  nChanged 145
		SP:Iteration 25Q (3422.500000 sec): 3 clusters
  Score: Raw -2463398.983691 + Penalty 4854.858209 = -2458544.125482
  nChanged 140
		SP:Iteration 26Q (3422.560000 sec): 3 clusters
  Score: Raw -2463440.960849 + Penalty 4854.858209 = -2458586.102640
  nChanged 157
		SP:Iteration 27Q (3422.620000 sec): 3 clusters
  Score: Raw -2463489.889908 + Penalty 4854.858209 = -2458635.031699
  nChanged 160
		SP:Iteration 28Q (3422.680000 sec): 3 clusters
  Score: Raw -2463535.389574 + Penalty 4854.858209 = -2458680.531365
  nChanged 147
		SP:Iteration 29Q (3422.740000 sec): 3 clusters
  Score: Raw -2463574.330432 + Penalty 4854.858209 = -2458719.472223
  nChanged 132
		SP:Iteration 30Q (3422.800000 sec): 3 clusters
  Score: Raw -2463609.646370 + Penalty 4854.858209 = -2458754.788161
  nChanged 127
		SP:Iteration 31Q (3422.860000 sec): 3 clusters
  Score: Raw -2463638.715614 + Penalty 4854.858209 = -2458783.857405
  nChanged 98
		SP:Iteration 32Q (3422.920000 sec): 3 clusters
  Score: Raw -2463657.031145 + Penalty 4854.858209 = -2458802.172936
  nChanged 90
		SP:Iteration 33Q (3422.980000 sec): 3 clusters
  Score: Raw -2463675.379151 + Penalty 4854.858209 = -2458820.520942
  nChanged 95
		SP:Iteration 34Q (3423.040000 sec): 3 clusters
  Score: Raw -2463697.442015 + Penalty 4854.858209 = -2458842.583806
  nChanged 106
		SP:Iteration 35Q (3423.100000 sec): 3 clusters
  Score: Raw -2463726.031549 + Penalty 4854.858209 = -2458871.173340
  nChanged 97
		SP:Iteration 36Q (3423.160000 sec): 3 clusters
  Score: Raw -2463750.944884 + Penalty 4854.858209 = -2458896.086675
  nChanged 108
		SP:Iteration 37Q (3423.220000 sec): 3 clusters
  Score: Raw -2463778.055074 + Penalty 4854.858209 = -2458923.196865
  nChanged 94
		SP:Iteration 38Q (3423.270000 sec): 3 clusters
  Score: Raw -2463799.009675 + Penalty 4854.858209 = -2458944.151466
  nChanged 91
		SP:Iteration 39Q (3423.330000 sec): 3 clusters
  Score: Raw -2463816.185228 + Penalty 4854.858209 = -2458961.327019
  nChanged 71
		SP:Iteration 40F (3423.400000 sec): 3 clusters
  Score: Raw -2463831.016840 + Penalty 4854.858209 = -2458976.158631
  nChanged 75
		SP:Iteration 41Q (3423.450000 sec): 3 clusters
  Score: Raw -2463849.383773 + Penalty 4854.858209 = -2458994.525564
  nChanged 87
		SP:Iteration 42Q (3423.510000 sec): 3 clusters
  Score: Raw -2463871.487544 + Penalty 4854.858209 = -2459016.629335
  nChanged 95
		SP:Iteration 43Q (3423.570000 sec): 3 clusters
  Score: Raw -2463894.569074 + Penalty 4854.858209 = -2459039.710865
  nChanged 95
		SP:Iteration 44Q (3423.630000 sec): 3 clusters
  Score: Raw -2463917.920073 + Penalty 4854.858209 = -2459063.061864
  nChanged 88
		SP:Iteration 45Q (3423.680000 sec): 3 clusters
  Score: Raw -2463936.588206 + Penalty 4854.858209 = -2459081.729997
  nChanged 75
		SP:Iteration 46Q (3423.740000 sec): 3 clusters
  Score: Raw -2463953.833448 + Penalty 4854.858209 = -2459098.975239
  nChanged 87
		SP:Iteration 47Q (3423.800000 sec): 3 clusters
  Score: Raw -2463970.889311 + Penalty 4854.858209 = -2459116.031101
  nChanged 69
		SP:Iteration 48Q (3423.860000 sec): 3 clusters
  Score: Raw -2463986.388303 + Penalty 4854.858209 = -2459131.530094
  nChanged 67
		SP:Iteration 49Q (3423.920000 sec): 3 clusters
  Score: Raw -2463999.801935 + Penalty 4854.858209 = -2459144.943725
  nChanged 65
		SP:Iteration 50Q (3423.970000 sec): 3 clusters
  Score: Raw -2464012.454892 + Penalty 4854.858209 = -2459157.596683
  nChanged 57
		SP:Iteration 51Q (3424.030000 sec): 3 clusters
  Score: Raw -2464022.106246 + Penalty 4854.858209 = -2459167.248037
  nChanged 51
		SP:Iteration 52Q (3424.090000 sec): 3 clusters
  Score: Raw -2464031.855153 + Penalty 4854.858209 = -2459176.996944
  nChanged 51
		SP:Iteration 53Q (3424.140000 sec): 3 clusters
  Score: Raw -2464041.214172 + Penalty 4854.858209 = -2459186.355963
  nChanged 54
		SP:Iteration 54Q (3424.200000 sec): 3 clusters
  Score: Raw -2464049.786462 + Penalty 4854.858209 = -2459194.928253
  nChanged 51
		SP:Iteration 55Q (3424.260000 sec): 3 clusters
  Score: Raw -2464060.432182 + Penalty 4854.858209 = -2459205.573973
  nChanged 53
		SP:Iteration 56Q (3424.320000 sec): 3 clusters
  Score: Raw -2464070.377991 + Penalty 4854.858209 = -2459215.519781
  nChanged 51
		SP:Iteration 57Q (3424.370000 sec): 3 clusters
  Score: Raw -2464080.003171 + Penalty 4854.858209 = -2459225.144962
  nChanged 44
		SP:Iteration 58Q (3424.430000 sec): 3 clusters
  Score: Raw -2464087.915686 + Penalty 4854.858209 = -2459233.057477
  nChanged 49
		SP:Iteration 59Q (3424.480000 sec): 3 clusters
  Score: Raw -2464097.157740 + Penalty 4854.858209 = -2459242.299531
  nChanged 51
		SP:Iteration 60F (3424.550000 sec): 3 clusters
  Score: Raw -2464108.724008 + Penalty 4854.858209 = -2459253.865799
  nChanged 55
		SP:Iteration 61Q (3424.600000 sec): 3 clusters
  Score: Raw -2464121.327617 + Penalty 4854.858209 = -2459266.469408
  nChanged 53
		SP:Iteration 62Q (3424.660000 sec): 3 clusters
  Score: Raw -2464131.662131 + Penalty 4854.858209 = -2459276.803922
  nChanged 51
		SP:Iteration 63Q (3424.720000 sec): 3 clusters
  Score: Raw -2464143.570257 + Penalty 4854.858209 = -2459288.712048
  nChanged 60
		SP:Iteration 64Q (3424.770000 sec): 3 clusters
  Score: Raw -2464158.203564 + Penalty 4854.858209 = -2459303.345355
  nChanged 52
		SP:Iteration 65Q (3424.830000 sec): 3 clusters
  Score: Raw -2464172.619893 + Penalty 4854.858209 = -2459317.761684
  nChanged 70
		SP:Iteration 66Q (3424.880000 sec): 3 clusters
  Score: Raw -2464191.133101 + Penalty 4854.858209 = -2459336.274892
  nChanged 63
		SP:Iteration 67Q (3424.940000 sec): 3 clusters
  Score: Raw -2464206.308459 + Penalty 4854.858209 = -2459351.450250
  nChanged 64
		SP:Iteration 68Q (3425.000000 sec): 3 clusters
  Score: Raw -2464219.340297 + Penalty 4854.858209 = -2459364.482088
  nChanged 55
		SP:Iteration 69Q (3425.050000 sec): 3 clusters
  Score: Raw -2464228.984852 + Penalty 4854.858209 = -2459374.126643
  nChanged 46
		SP:Iteration 70Q (3425.110000 sec): 3 clusters
  Score: Raw -2464238.402243 + Penalty 4854.858209 = -2459383.544034
  nChanged 52
		SP:Iteration 71Q (3425.170000 sec): 3 clusters
  Score: Raw -2464249.928425 + Penalty 4854.858209 = -2459395.070216
  nChanged 41
		SP:Iteration 72Q (3425.220000 sec): 3 clusters
  Score: Raw -2464257.934315 + Penalty 4854.858209 = -2459403.076106
  nChanged 40
		SP:Iteration 73Q (3425.280000 sec): 3 clusters
  Score: Raw -2464266.141585 + Penalty 4854.858209 = -2459411.283376
  nChanged 49
		SP:Iteration 74Q (3425.330000 sec): 3 clusters
  Score: Raw -2464279.010354 + Penalty 4854.858209 = -2459424.152145
  nChanged 54
		SP:Iteration 75Q (3425.390000 sec): 3 clusters
  Score: Raw -2464295.342915 + Penalty 4854.858209 = -2459440.484706
  nChanged 63
		SP:Iteration 76Q (3425.440000 sec): 3 clusters
  Score: Raw -2464312.489974 + Penalty 4854.858209 = -2459457.631765
  nChanged 56
		SP:Iteration 77Q (3425.500000 sec): 3 clusters
  Score: Raw -2464327.452248 + Penalty 4854.858209 = -2459472.594039
  nChanged 57
		SP:Iteration 78Q (3425.550000 sec): 3 clusters
  Score: Raw -2464341.498239 + Penalty 4854.858209 = -2459486.640030
  nChanged 58
		SP:Iteration 79Q (3425.610000 sec): 3 clusters
  Score: Raw -2464355.459373 + Penalty 4854.858209 = -2459500.601164
  nChanged 54
		SP:Iteration 80F (3425.670000 sec): 3 clusters
  Score: Raw -2464367.757045 + Penalty 4854.858209 = -2459512.898835
  nChanged 49
		SP:Iteration 81Q (3425.720000 sec): 3 clusters
  Score: Raw -2464380.915800 + Penalty 4854.858209 = -2459526.057591
  nChanged 57
		SP:Iteration 82Q (3425.780000 sec): 3 clusters
  Score: Raw -2464395.155288 + Penalty 4854.858209 = -2459540.297079
  nChanged 56
		SP:Iteration 83Q (3425.830000 sec): 3 clusters
  Score: Raw -2464407.952114 + Penalty 4854.858209 = -2459553.093905
  nChanged 56
		SP:Iteration 84Q (3425.890000 sec): 3 clusters
  Score: Raw -2464420.868008 + Penalty 4854.858209 = -2459566.009799
  nChanged 51
		SP:Iteration 85Q (3425.940000 sec): 3 clusters
  Score: Raw -2464433.877070 + Penalty 4854.858209 = -2459579.018861
  nChanged 53
		SP:Iteration 86Q (3426.000000 sec): 3 clusters
  Score: Raw -2464446.130163 + Penalty 4854.858209 = -2459591.271954
  nChanged 52
		SP:Iteration 87Q (3426.050000 sec): 3 clusters
  Score: Raw -2464458.926104 + Penalty 4854.858209 = -2459604.067894
  nChanged 52
		SP:Iteration 88Q (3426.100000 sec): 3 clusters
  Score: Raw -2464475.717603 + Penalty 4854.858209 = -2459620.859394
  nChanged 76
		SP:Iteration 89Q (3426.160000 sec): 3 clusters
  Score: Raw -2464498.757694 + Penalty 4854.858209 = -2459643.899485
  nChanged 69
		SP:Iteration 90Q (3426.210000 sec): 3 clusters
  Score: Raw -2464518.495308 + Penalty 4854.858209 = -2459663.637099
  nChanged 65
		SP:Iteration 91Q (3426.260000 sec): 3 clusters
  Score: Raw -2464538.074455 + Penalty 4854.858209 = -2459683.216246
  nChanged 69
		SP:Iteration 92Q (3426.320000 sec): 3 clusters
  Score: Raw -2464560.986921 + Penalty 4854.858209 = -2459706.128712
  nChanged 71
		SP:Iteration 93Q (3426.370000 sec): 3 clusters
  Score: Raw -2464582.803571 + Penalty 4854.858209 = -2459727.945362
  nChanged 54
		SP:Iteration 94Q (3426.420000 sec): 3 clusters
  Score: Raw -2464598.040306 + Penalty 4854.858209 = -2459743.182097
  nChanged 59
		SP:Iteration 95Q (3426.480000 sec): 3 clusters
  Score: Raw -2464615.255977 + Penalty 4854.858209 = -2459760.397768
  nChanged 59
		SP:Iteration 96Q (3426.530000 sec): 3 clusters
  Score: Raw -2464631.497402 + Penalty 4854.858209 = -2459776.639193
  nChanged 54
		SP:Iteration 97Q (3426.580000 sec): 3 clusters
  Score: Raw -2464645.390789 + Penalty 4854.858209 = -2459790.532579
  nChanged 47
		SP:Iteration 98Q (3426.640000 sec): 3 clusters
  Score: Raw -2464659.432070 + Penalty 4854.858209 = -2459804.573861
  nChanged 55
		SP:Iteration 99Q (3426.690000 sec): 3 clusters
  Score: Raw -2464674.179313 + Penalty 4854.858209 = -2459819.321104
  nChanged 55
		SP:Iteration 100F (3426.750000 sec): 3 clusters
  Score: Raw -2464688.747474 + Penalty 4854.858209 = -2459833.889264
  nChanged 43
		SP:Iteration 101Q (3426.800000 sec): 3 clusters
  Score: Raw -2464703.330554 + Penalty 4854.858209 = -2459848.472344
  nChanged 41
		SP:Iteration 102Q (3426.860000 sec): 3 clusters
  Score: Raw -2464714.900172 + Penalty 4854.858209 = -2459860.041963
  nChanged 31
		SP:Iteration 103Q (3426.910000 sec): 3 clusters
  Score: Raw -2464722.238837 + Penalty 4854.858209 = -2459867.380628
  nChanged 23
		SP:Iteration 104Q (3426.960000 sec): 3 clusters
  Score: Raw -2464727.379130 + Penalty 4854.858209 = -2459872.520921
  nChanged 27
		SP:Iteration 105Q (3427.010000 sec): 3 clusters
  Score: Raw -2464735.077484 + Penalty 4854.858209 = -2459880.219275
  nChanged 31
		SP:Iteration 106Q (3427.060000 sec): 3 clusters
  Score: Raw -2464744.142391 + Penalty 4854.858209 = -2459889.284182
  nChanged 33
		SP:Iteration 107Q (3427.110000 sec): 3 clusters
  Score: Raw -2464752.825024 + Penalty 4854.858209 = -2459897.966815
  nChanged 28
		SP:Iteration 108Q (3427.160000 sec): 3 clusters
  Score: Raw -2464759.832410 + Penalty 4854.858209 = -2459904.974201
  nChanged 25
		SP:Iteration 109Q (3427.220000 sec): 3 clusters
  Score: Raw -2464768.114426 + Penalty 4854.858209 = -2459913.256217
  nChanged 23
		SP:Iteration 110Q (3427.270000 sec): 3 clusters
  Score: Raw -2464773.939943 + Penalty 4854.858209 = -2459919.081734
  nChanged 21
		SP:Iteration 111Q (3427.320000 sec): 3 clusters
  Score: Raw -2464778.506593 + Penalty 4854.858209 = -2459923.648383
  nChanged 13
		SP:Iteration 112Q (3427.370000 sec): 3 clusters
  Score: Raw -2464781.366139 + Penalty 4854.858209 = -2459926.507930
  nChanged 13
		SP:Iteration 113Q (3427.420000 sec): 3 clusters
  Score: Raw -2464784.803172 + Penalty 4854.858209 = -2459929.944963
  nChanged 13
		SP:Iteration 114Q (3427.470000 sec): 3 clusters
  Score: Raw -2464788.204886 + Penalty 4854.858209 = -2459933.346677
  nChanged 15
		SP:Iteration 115Q (3427.520000 sec): 3 clusters
  Score: Raw -2464790.829382 + Penalty 4854.858209 = -2459935.971172
  nChanged 7
		SP:Iteration 116Q (3427.570000 sec): 3 clusters
  Score: Raw -2464792.319846 + Penalty 4854.858209 = -2459937.461637
  nChanged 9
		SP:Iteration 117Q (3427.620000 sec): 3 clusters
  Score: Raw -2464794.162919 + Penalty 4854.858209 = -2459939.304710
  nChanged 14
		SP:Iteration 118Q (3427.670000 sec): 3 clusters
  Score: Raw -2464797.980539 + Penalty 4854.858209 = -2459943.122330
  nChanged 12
		SP:Iteration 119Q (3427.720000 sec): 3 clusters
  Score: Raw -2464800.694763 + Penalty 4854.858209 = -2459945.836554
  nChanged 9
		SP:Iteration 120F (3427.790000 sec): 3 clusters
  Score: Raw -2464802.107640 + Penalty 4854.858209 = -2459947.249431
  nChanged 5
		SP:Iteration 121Q (3427.840000 sec): 3 clusters
  Score: Raw -2464802.880509 + Penalty 4854.858209 = -2459948.022300
  nChanged 7
		SP:Iteration 122Q (3427.890000 sec): 3 clusters
  Score: Raw -2464803.960904 + Penalty 4854.858209 = -2459949.102695
  nChanged 4
		SP:Iteration 123Q (3427.940000 sec): 3 clusters
  Score: Raw -2464804.475122 + Penalty 4854.858209 = -2459949.616913
  nChanged 5
		SP:Iteration 124Q (3427.990000 sec): 3 clusters
  Score: Raw -2464805.221668 + Penalty 4854.858209 = -2459950.363459
  nChanged 4
		SP:Iteration 125Q (3428.040000 sec): 3 clusters
  Score: Raw -2464806.153092 + Penalty 4854.858209 = -2459951.294883
  nChanged 3
		SP:Iteration 126Q (3428.100000 sec): 3 clusters
  Score: Raw -2464807.200592 + Penalty 4854.858209 = -2459952.342383
  nChanged 5
		SP:Iteration 127Q (3428.140000 sec): 3 clusters
  Score: Raw -2464808.847211 + Penalty 4854.858209 = -2459953.989002
  nChanged 5
		SP:Iteration 128Q (3428.200000 sec): 3 clusters
  Score: Raw -2464809.674428 + Penalty 4854.858209 = -2459954.816219
  nChanged 4
		SP:Iteration 129Q (3428.250000 sec): 3 clusters
  Score: Raw -2464811.296599 + Penalty 4854.858209 = -2459956.438390
  nChanged 7
		SP:Iteration 130Q (3428.300000 sec): 3 clusters
  Score: Raw -2464812.902632 + Penalty 4854.858209 = -2459958.044423
  nChanged 7
		SP:Iteration 131Q (3428.350000 sec): 3 clusters
  Score: Raw -2464814.518844 + Penalty 4854.858209 = -2459959.660635
  nChanged 6
		SP:Iteration 132Q (3428.400000 sec): 3 clusters
  Score: Raw -2464815.560953 + Penalty 4854.858209 = -2459960.702744
  nChanged 5
		SP:Iteration 133Q (3428.450000 sec): 3 clusters
  Score: Raw -2464816.593693 + Penalty 4854.858209 = -2459961.735484
  nChanged 8
		SP:Iteration 134Q (3428.500000 sec): 3 clusters
  Score: Raw -2464818.089175 + Penalty 4854.858209 = -2459963.230966
  nChanged 2
		SP:Iteration 135Q (3428.550000 sec): 3 clusters
  Score: Raw -2464818.283506 + Penalty 4854.858209 = -2459963.425297
  nChanged 2
		SP:Iteration 136Q (3428.600000 sec): 3 clusters
  Score: Raw -2464818.666485 + Penalty 4854.858209 = -2459963.808276
  nChanged 2
		SP:Iteration 137Q (3428.650000 sec): 3 clusters
  Score: Raw -2464819.236051 + Penalty 4854.858209 = -2459964.377842
  nChanged 3
		SP:Iteration 138Q (3428.700000 sec): 3 clusters
  Score: Raw -2464819.760031 + Penalty 4854.858209 = -2459964.901822
  nChanged 2
		SP:Iteration 139Q (3428.750000 sec): 3 clusters
  Score: Raw -2464820.103783 + Penalty 4854.858209 = -2459965.245574
  nChanged 3
		SP:Iteration 140F (3428.820000 sec): 3 clusters
  Score: Raw -2464820.599183 + Penalty 4854.858209 = -2459965.740974
  nChanged 4
		SP:Iteration 141Q (3428.870000 sec): 3 clusters
  Score: Raw -2464821.529321 + Penalty 4854.858209 = -2459966.671112
  nChanged 4
		SP:Iteration 142Q (3428.920000 sec): 3 clusters
  Score: Raw -2464822.297251 + Penalty 4854.858209 = -2459967.439042
  nChanged 3
		SP:Iteration 143Q (3428.970000 sec): 3 clusters
  Score: Raw -2464823.118878 + Penalty 4854.858209 = -2459968.260669
  nChanged 2
		SP:Iteration 144Q (3429.020000 sec): 3 clusters
  Score: Raw -2464823.469783 + Penalty 4854.858209 = -2459968.611574
  nChanged 1
		SP:Iteration 145Q (3429.070000 sec): 3 clusters
  Score: Raw -2464823.592500 + Penalty 4854.858209 = -2459968.734291
  nChanged 1
		SP:Iteration 146Q (3429.120000 sec): 3 clusters
  Score: Raw -2464823.832075 + Penalty 4854.858209 = -2459968.973866
  nChanged 0
		SP:Iteration 147F (3429.190000 sec): 3 clusters
  Score: Raw -2464823.832075 + Penalty 4854.858209 = -2459968.973866
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3429.210000 sec): 2 clusters
  Score: Raw -1055439.629180 + Penalty 2202.454175 = -1053237.175005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3429.240000 sec): 3 clusters
  Score: Raw -1051834.624004 + Penalty 4404.908350 = -1047429.715654
  nChanged 2833
		SP:Iteration 1F (3429.270000 sec): 3 clusters
  Score: Raw -1053338.536097 + Penalty 4404.908350 = -1048933.627747
  nChanged 478
		SP:Iteration 2F (3429.290000 sec): 3 clusters
  Score: Raw -1053576.438278 + Penalty 4404.908350 = -1049171.529928
  nChanged 360
		SP:Iteration 3F (3429.320000 sec): 3 clusters
  Score: Raw -1053750.384130 + Penalty 4404.908350 = -1049345.475779
  nChanged 291
		SP:Iteration 4Q (3429.350000 sec): 3 clusters
  Score: Raw -1053893.618892 + Penalty 4404.908350 = -1049488.710541
  nChanged 245
		SP:Iteration 5Q (3429.370000 sec): 3 clusters
  Score: Raw -1054009.059826 + Penalty 4404.908350 = -1049604.151475
  nChanged 203
		SP:Iteration 6Q (3429.400000 sec): 3 clusters
  Score: Raw -1054094.129438 + Penalty 4404.908350 = -1049689.221087
  nChanged 173
		SP:Iteration 7Q (3429.420000 sec): 3 clusters
  Score: Raw -1054167.479230 + Penalty 4404.908350 = -1049762.570880
  nChanged 155
		SP:Iteration 8Q (3429.450000 sec): 3 clusters
  Score: Raw -1054238.751187 + Penalty 4404.908350 = -1049833.842837
  nChanged 152
		SP:Iteration 9Q (3429.470000 sec): 3 clusters
  Score: Raw -1054311.975660 + Penalty 4404.908350 = -1049907.067309
  nChanged 155
		SP:Iteration 10Q (3429.500000 sec): 3 clusters
  Score: Raw -1054390.788476 + Penalty 4404.908350 = -1049985.880125
  nChanged 154
		SP:Iteration 11Q (3429.530000 sec): 3 clusters
  Score: Raw -1054459.948207 + Penalty 4404.908350 = -1050055.039857
  nChanged 150
		SP:Iteration 12Q (3429.550000 sec): 3 clusters
  Score: Raw -1054528.623375 + Penalty 4404.908350 = -1050123.715025
  nChanged 149
		SP:Iteration 13Q (3429.580000 sec): 3 clusters
  Score: Raw -1054616.491554 + Penalty 4404.908350 = -1050211.583203
  nChanged 169
		SP:Iteration 14Q (3429.600000 sec): 3 clusters
  Score: Raw -1054711.704773 + Penalty 4404.908350 = -1050306.796422
  nChanged 168
		SP:Iteration 15Q (3429.630000 sec): 3 clusters
  Score: Raw -1054800.142007 + Penalty 4404.908350 = -1050395.233656
  nChanged 161
		SP:Iteration 16Q (3429.650000 sec): 3 clusters
  Score: Raw -1054890.810078 + Penalty 4404.908350 = -1050485.901727
  nChanged 162
		SP:Iteration 17Q (3429.680000 sec): 3 clusters
  Score: Raw -1054978.990259 + Penalty 4404.908350 = -1050574.081909
  nChanged 150
		SP:Iteration 18Q (3429.710000 sec): 3 clusters
  Score: Raw -1055049.990547 + Penalty 4404.908350 = -1050645.082197
  nChanged 147
		SP:Iteration 19Q (3429.730000 sec): 3 clusters
  Score: Raw -1055128.561389 + Penalty 4404.908350 = -1050723.653038
  nChanged 143
		SP:Iteration 20F (3429.750000 sec): 3 clusters
  Score: Raw -1055211.032661 + Penalty 4404.908350 = -1050806.124311
  nChanged 132
		SP:Iteration 21Q (3429.780000 sec): 3 clusters
  Score: Raw -1055284.023027 + Penalty 4404.908350 = -1050879.114676
  nChanged 119
		SP:Iteration 22Q (3429.800000 sec): 3 clusters
  Score: Raw -1055349.312360 + Penalty 4404.908350 = -1050944.404010
  nChanged 108
		SP:Iteration 23Q (3429.830000 sec): 3 clusters
  Score: Raw -1055412.626207 + Penalty 4404.908350 = -1051007.717856
  nChanged 98
		SP:Iteration 24Q (3429.850000 sec): 3 clusters
  Score: Raw -1055476.416835 + Penalty 4404.908350 = -1051071.508485
  nChanged 94
		SP:Iteration 25Q (3429.870000 sec): 3 clusters
  Score: Raw -1055538.155422 + Penalty 4404.908350 = -1051133.247072
  nChanged 90
		SP:Iteration 26Q (3429.900000 sec): 3 clusters
  Score: Raw -1055588.425613 + Penalty 4404.908350 = -1051183.517263
  nChanged 72
		SP:Iteration 27Q (3429.920000 sec): 3 clusters
  Score: Raw -1055628.511669 + Penalty 4404.908350 = -1051223.603318
  nChanged 67
		SP:Iteration 28Q (3429.940000 sec): 3 clusters
  Score: Raw -1055667.156135 + Penalty 4404.908350 = -1051262.247785
  nChanged 57
		SP:Iteration 29Q (3429.970000 sec): 3 clusters
  Score: Raw -1055699.269370 + Penalty 4404.908350 = -1051294.361019
  nChanged 43
		SP:Iteration 30Q (3429.990000 sec): 3 clusters
  Score: Raw -1055727.410189 + Penalty 4404.908350 = -1051322.501838
  nChanged 55
		SP:Iteration 31Q (3430.010000 sec): 3 clusters
  Score: Raw -1055765.508843 + Penalty 4404.908350 = -1051360.600492
  nChanged 46
		SP:Iteration 32Q (3430.030000 sec): 3 clusters
  Score: Raw -1055795.329586 + Penalty 4404.908350 = -1051390.421236
  nChanged 29
		SP:Iteration 33Q (3430.050000 sec): 3 clusters
  Score: Raw -1055813.785083 + Penalty 4404.908350 = -1051408.876732
  nChanged 23
		SP:Iteration 34Q (3430.070000 sec): 3 clusters
  Score: Raw -1055831.121077 + Penalty 4404.908350 = -1051426.212727
  nChanged 25
		SP:Iteration 35Q (3430.090000 sec): 3 clusters
  Score: Raw -1055847.163421 + Penalty 4404.908350 = -1051442.255071
  nChanged 21
		SP:Iteration 36Q (3430.110000 sec): 3 clusters
  Score: Raw -1055858.671337 + Penalty 4404.908350 = -1051453.762986
  nChanged 15
		SP:Iteration 37Q (3430.140000 sec): 3 clusters
  Score: Raw -1055867.810206 + Penalty 4404.908350 = -1051462.901855
  nChanged 15
		SP:Iteration 38Q (3430.160000 sec): 3 clusters
  Score: Raw -1055876.471917 + Penalty 4404.908350 = -1051471.563567
  nChanged 9
		SP:Iteration 39Q (3430.180000 sec): 3 clusters
  Score: Raw -1055881.242364 + Penalty 4404.908350 = -1051476.334013
  nChanged 7
		SP:Iteration 40F (3430.210000 sec): 3 clusters
  Score: Raw -1055884.957370 + Penalty 4404.908350 = -1051480.049020
  nChanged 7
		SP:Iteration 41Q (3430.230000 sec): 3 clusters
  Score: Raw -1055889.177022 + Penalty 4404.908350 = -1051484.268671
  nChanged 5
		SP:Iteration 42Q (3430.250000 sec): 3 clusters
  Score: Raw -1055891.416644 + Penalty 4404.908350 = -1051486.508294
  nChanged 5
		SP:Iteration 43Q (3430.270000 sec): 3 clusters
  Score: Raw -1055893.811266 + Penalty 4404.908350 = -1051488.902916
  nChanged 2
		SP:Iteration 44Q (3430.290000 sec): 3 clusters
  Score: Raw -1055895.174641 + Penalty 4404.908350 = -1051490.266290
  nChanged 3
		SP:Iteration 45Q (3430.310000 sec): 3 clusters
  Score: Raw -1055897.038247 + Penalty 4404.908350 = -1051492.129897
  nChanged 1
		SP:Iteration 46Q (3430.330000 sec): 3 clusters
  Score: Raw -1055897.434763 + Penalty 4404.908350 = -1051492.526412
  nChanged 0
		SP:Iteration 47F (3430.360000 sec): 3 clusters
  Score: Raw -1055897.434763 + Penalty 4404.908350 = -1051492.526412
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (100206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3430.710000 sec): 2 clusters
  Score: Raw -14806760.866555 + Penalty 2855.715870 = -14803905.150685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3431.090000 sec): 3 clusters
  Score: Raw -14742802.265160 + Penalty 5711.431740 = -14737090.833421
  nChanged 47284
		SP:Iteration 1F (3431.470000 sec): 3 clusters
  Score: Raw -14770017.240153 + Penalty 5711.431740 = -14764305.808413
  nChanged 3817
		SP:Iteration 2Q (3431.860000 sec): 3 clusters
  Score: Raw -14771167.834244 + Penalty 5711.431740 = -14765456.402504
  nChanged 4323
		SP:Iteration 3Q (3432.250000 sec): 3 clusters
  Score: Raw -14772730.988510 + Penalty 5711.431740 = -14767019.556771
  nChanged 5047
		SP:Iteration 4F (3432.630000 sec): 3 clusters
  Score: Raw -14774994.577154 + Penalty 5711.431740 = -14769283.145414
  nChanged 5888
		SP:Iteration 5F (3433.010000 sec): 3 clusters
  Score: Raw -14778293.135373 + Penalty 5711.431740 = -14772581.703633
  nChanged 6757
		SP:Iteration 6F (3433.390000 sec): 3 clusters
  Score: Raw -14782831.697512 + Penalty 5711.431740 = -14777120.265772
  nChanged 7136
		SP:Iteration 7F (3433.770000 sec): 3 clusters
  Score: Raw -14788297.374774 + Penalty 5711.431740 = -14782585.943035
  nChanged 6793
		SP:Iteration 8F (3434.150000 sec): 3 clusters
  Score: Raw -14793926.440807 + Penalty 5711.431740 = -14788215.009067
  nChanged 5689
		SP:Iteration 9F (3434.530000 sec): 3 clusters
  Score: Raw -14798813.930895 + Penalty 5711.431740 = -14793102.499156
  nChanged 4091
		SP:Iteration 10Q (3434.900000 sec): 3 clusters
  Score: Raw -14802278.856748 + Penalty 5711.431740 = -14796567.425008
  nChanged 2650
		SP:Iteration 11Q (3435.250000 sec): 3 clusters
  Score: Raw -14804530.405349 + Penalty 5711.431740 = -14798818.973609
  nChanged 1489
		SP:Iteration 12Q (3435.580000 sec): 3 clusters
  Score: Raw -14805773.716297 + Penalty 5711.431740 = -14800062.284557
  nChanged 779
		SP:Iteration 13Q (3435.890000 sec): 3 clusters
  Score: Raw -14806415.243916 + Penalty 5711.431740 = -14800703.812176
  nChanged 426
		SP:Iteration 14Q (3436.180000 sec): 3 clusters
  Score: Raw -14806759.506101 + Penalty 5711.431740 = -14801048.074361
  nChanged 249
		SP:Iteration 15Q (3436.470000 sec): 3 clusters
  Score: Raw -14806958.905434 + Penalty 5711.431740 = -14801247.473694
  nChanged 156
		SP:Iteration 16Q (3436.750000 sec): 3 clusters
  Score: Raw -14807086.296260 + Penalty 5711.431740 = -14801374.864521
  nChanged 100
		SP:Iteration 17Q (3437.030000 sec): 3 clusters
  Score: Raw -14807148.723622 + Penalty 5711.431740 = -14801437.291883
  nChanged 62
		SP:Iteration 18Q (3437.300000 sec): 3 clusters
  Score: Raw -14807184.145263 + Penalty 5711.431740 = -14801472.713523
  nChanged 32
		SP:Iteration 19Q (3437.580000 sec): 3 clusters
  Score: Raw -14807203.967599 + Penalty 5711.431740 = -14801492.535859
  nChanged 31
		SP:Iteration 20F (3437.950000 sec): 3 clusters
  Score: Raw -14807224.356472 + Penalty 5711.431740 = -14801512.924732
  nChanged 23
		SP:Iteration 21Q (3438.230000 sec): 3 clusters
  Score: Raw -14807234.671948 + Penalty 5711.431740 = -14801523.240209
  nChanged 12
		SP:Iteration 22Q (3438.500000 sec): 3 clusters
  Score: Raw -14807240.704591 + Penalty 5711.431740 = -14801529.272851
  nChanged 5
		SP:Iteration 23Q (3438.780000 sec): 3 clusters
  Score: Raw -14807242.098777 + Penalty 5711.431740 = -14801530.667038
  nChanged 3
		SP:Iteration 24Q (3439.050000 sec): 3 clusters
  Score: Raw -14807243.059091 + Penalty 5711.431740 = -14801531.627352
  nChanged 0
		SP:Iteration 25F (3439.430000 sec): 3 clusters
  Score: Raw -14807243.059091 + Penalty 5711.431740 = -14801531.627352
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3439.480000 sec): 2 clusters
  Score: Raw -35204.480717 + Penalty 1371.298414 = -33833.182303
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3439.480000 sec): 3 clusters
  Score: Raw -35351.414236 + Penalty 2742.596827 = -32608.817408
  nChanged 30
		SP:Iteration 1F (3439.480000 sec): 3 clusters
  Score: Raw -35471.241305 + Penalty 2742.596827 = -32728.644478
  nChanged 2
		SP:Iteration 2Q (3439.480000 sec): 3 clusters
  Score: Raw -35478.018505 + Penalty 2742.596827 = -32735.421678
  nChanged 1
		SP:Iteration 3Q (3439.480000 sec): 3 clusters
  Score: Raw -35480.787657 + Penalty 2742.596827 = -32738.190830
  nChanged 1
		SP:Iteration 4Q (3439.490000 sec): 3 clusters
  Score: Raw -35486.990630 + Penalty 2742.596827 = -32744.393802
  nChanged 2
		SP:Iteration 5Q (3439.490000 sec): 3 clusters
  Score: Raw -35492.178707 + Penalty 2742.596827 = -32749.581880
  nChanged 0
		SP:Iteration 6F (3439.490000 sec): 3 clusters
  Score: Raw -35492.178707 + Penalty 2742.596827 = -32749.581880
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (259069 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3440.400000 sec): 2 clusters
  Score: Raw -38341964.255141 + Penalty 3091.282729 = -38338872.972412
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3441.390000 sec): 3 clusters
  Score: Raw -38171551.039248 + Penalty 6182.565458 = -38165368.473789
  nChanged 124639
		SP:Iteration 1F (3442.380000 sec): 3 clusters
  Score: Raw -38245687.859371 + Penalty 6182.565458 = -38239505.293913
  nChanged 7469
		SP:Iteration 2Q (3443.390000 sec): 3 clusters
  Score: Raw -38247353.716857 + Penalty 6182.565458 = -38241171.151398
  nChanged 8796
		SP:Iteration 3Q (3444.400000 sec): 3 clusters
  Score: Raw -38249828.007374 + Penalty 6182.565458 = -38243645.441916
  nChanged 10955
		SP:Iteration 4Q (3445.400000 sec): 3 clusters
  Score: Raw -38253955.754235 + Penalty 6182.565458 = -38247773.188777
  nChanged 14465
		SP:Iteration 5F (3446.390000 sec): 3 clusters
  Score: Raw -38261424.487339 + Penalty 6182.565458 = -38255241.921881
  nChanged 18833
		SP:Iteration 6F (3447.390000 sec): 3 clusters
  Score: Raw -38274233.455168 + Penalty 6182.565458 = -38268050.889709
  nChanged 22313
		SP:Iteration 7F (3448.390000 sec): 3 clusters
  Score: Raw -38293204.878013 + Penalty 6182.565458 = -38287022.312555
  nChanged 22080
		SP:Iteration 8F (3449.360000 sec): 3 clusters
  Score: Raw -38314631.746706 + Penalty 6182.565458 = -38308449.181247
  nChanged 16200
		SP:Iteration 9F (3450.350000 sec): 3 clusters
  Score: Raw -38330824.325912 + Penalty 6182.565458 = -38324641.760454
  nChanged 8095
		SP:Iteration 10Q (3451.310000 sec): 3 clusters
  Score: Raw -38338657.764812 + Penalty 6182.565458 = -38332475.199354
  nChanged 2782
		SP:Iteration 11Q (3452.170000 sec): 3 clusters
  Score: Raw -38341178.639629 + Penalty 6182.565458 = -38334996.074170
  nChanged 747
		SP:Iteration 12Q (3452.930000 sec): 3 clusters
  Score: Raw -38341883.167447 + Penalty 6182.565458 = -38335700.601988
  nChanged 173
		SP:Iteration 13Q (3453.640000 sec): 3 clusters
  Score: Raw -38342095.044085 + Penalty 6182.565458 = -38335912.478627
  nChanged 49
		SP:Iteration 14Q (3454.340000 sec): 3 clusters
  Score: Raw -38342181.962848 + Penalty 6182.565458 = -38335999.397390
  nChanged 40
		SP:Iteration 15Q (3455.030000 sec): 3 clusters
  Score: Raw -38342244.463673 + Penalty 6182.565458 = -38336061.898214
  nChanged 19
		SP:Iteration 16Q (3455.730000 sec): 3 clusters
  Score: Raw -38342276.528020 + Penalty 6182.565458 = -38336093.962561
  nChanged 14
		SP:Iteration 17Q (3456.410000 sec): 3 clusters
  Score: Raw -38342300.943641 + Penalty 6182.565458 = -38336118.378183
  nChanged 6
		SP:Iteration 18Q (3457.110000 sec): 3 clusters
  Score: Raw -38342311.201730 + Penalty 6182.565458 = -38336128.636272
  nChanged 0
		SP:Iteration 19F (3458.070000 sec): 3 clusters
  Score: Raw -38342311.201730 + Penalty 6182.565458 = -38336128.636272
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3458.190000 sec): 2 clusters
  Score: Raw -64181.902047 + Penalty 1533.668925 = -62648.233122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3458.190000 sec): 3 clusters
  Score: Raw -64212.122014 + Penalty 3067.337850 = -61144.784164
  nChanged 96
		SP:Iteration 1F (3458.190000 sec): 3 clusters
  Score: Raw -64459.386450 + Penalty 3067.337850 = -61392.048600
  nChanged 27
		SP:Iteration 2F (3458.190000 sec): 3 clusters
  Score: Raw -64548.755786 + Penalty 3067.337850 = -61481.417936
  nChanged 20
		SP:Iteration 3Q (3458.190000 sec): 3 clusters
  Score: Raw -64644.062148 + Penalty 3067.337850 = -61576.724298
  nChanged 15
		SP:Iteration 4Q (3458.190000 sec): 3 clusters
  Score: Raw -64841.685198 + Penalty 3067.337850 = -61774.347348
  nChanged 12
		SP:Iteration 5Q (3458.190000 sec): 3 clusters
  Score: Raw -64903.981397 + Penalty 3067.337850 = -61836.643547
  nChanged 12
		SP:Iteration 6Q (3458.200000 sec): 3 clusters
  Score: Raw -64940.179219 + Penalty 3067.337850 = -61872.841369
  nChanged 12
		SP:Iteration 7Q (3458.200000 sec): 3 clusters
  Score: Raw -64979.210629 + Penalty 3067.337850 = -61911.872779
  nChanged 4
		SP:Iteration 8Q (3458.200000 sec): 3 clusters
  Score: Raw -64989.143590 + Penalty 3067.337850 = -61921.805740
  nChanged 1
		SP:Iteration 9Q (3458.200000 sec): 3 clusters
  Score: Raw -64991.871353 + Penalty 3067.337850 = -61924.533503
  nChanged 1
		SP:Iteration 10Q (3458.200000 sec): 3 clusters
  Score: Raw -64995.345964 + Penalty 3067.337850 = -61928.008114
  nChanged 1
		SP:Iteration 11Q (3458.210000 sec): 3 clusters
  Score: Raw -65001.377335 + Penalty 3067.337850 = -61934.039485
  nChanged 0
		SP:Iteration 12F (3458.210000 sec): 3 clusters
  Score: Raw -65001.377335 + Penalty 3067.337850 = -61934.039485
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (7623 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3458.230000 sec): 2 clusters
  Score: Raw -1095036.858338 + Penalty 2216.853467 = -1092820.004871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3458.260000 sec): 3 clusters
  Score: Raw -1091083.361650 + Penalty 4433.706935 = -1086649.654715
  nChanged 3068
		SP:Iteration 1F (3458.290000 sec): 3 clusters
  Score: Raw -1092653.160822 + Penalty 4433.706935 = -1088219.453887
  nChanged 493
		SP:Iteration 2F (3458.320000 sec): 3 clusters
  Score: Raw -1092884.998440 + Penalty 4433.706935 = -1088451.291505
  nChanged 370
		SP:Iteration 3Q (3458.350000 sec): 3 clusters
  Score: Raw -1093044.105347 + Penalty 4433.706935 = -1088610.398412
  nChanged 297
		SP:Iteration 4Q (3458.370000 sec): 3 clusters
  Score: Raw -1093175.286506 + Penalty 4433.706935 = -1088741.579571
  nChanged 261
		SP:Iteration 5Q (3458.400000 sec): 3 clusters
  Score: Raw -1093283.645675 + Penalty 4433.706935 = -1088849.938740
  nChanged 233
		SP:Iteration 6Q (3458.430000 sec): 3 clusters
  Score: Raw -1093396.803364 + Penalty 4433.706935 = -1088963.096429
  nChanged 222
		SP:Iteration 7Q (3458.460000 sec): 3 clusters
  Score: Raw -1093522.026934 + Penalty 4433.706935 = -1089088.319999
  nChanged 213
		SP:Iteration 8Q (3458.490000 sec): 3 clusters
  Score: Raw -1093637.797108 + Penalty 4433.706935 = -1089204.090173
  nChanged 225
		SP:Iteration 9Q (3458.510000 sec): 3 clusters
  Score: Raw -1093746.647113 + Penalty 4433.706935 = -1089312.940178
  nChanged 223
		SP:Iteration 10Q (3458.540000 sec): 3 clusters
  Score: Raw -1093862.258612 + Penalty 4433.706935 = -1089428.551677
  nChanged 206
		SP:Iteration 11Q (3458.570000 sec): 3 clusters
  Score: Raw -1093968.213679 + Penalty 4433.706935 = -1089534.506744
  nChanged 193
		SP:Iteration 12Q (3458.590000 sec): 3 clusters
  Score: Raw -1094076.835790 + Penalty 4433.706935 = -1089643.128855
  nChanged 201
		SP:Iteration 13Q (3458.620000 sec): 3 clusters
  Score: Raw -1094199.140011 + Penalty 4433.706935 = -1089765.433076
  nChanged 212
		SP:Iteration 14Q (3458.650000 sec): 3 clusters
  Score: Raw -1094320.540874 + Penalty 4433.706935 = -1089886.833939
  nChanged 190
		SP:Iteration 15Q (3458.680000 sec): 3 clusters
  Score: Raw -1094416.083993 + Penalty 4433.706935 = -1089982.377058
  nChanged 173
		SP:Iteration 16Q (3458.710000 sec): 3 clusters
  Score: Raw -1094507.375071 + Penalty 4433.706935 = -1090073.668136
  nChanged 174
		SP:Iteration 17Q (3458.730000 sec): 3 clusters
  Score: Raw -1094607.358263 + Penalty 4433.706935 = -1090173.651328
  nChanged 165
		SP:Iteration 18Q (3458.760000 sec): 3 clusters
  Score: Raw -1094695.211520 + Penalty 4433.706935 = -1090261.504585
  nChanged 152
		SP:Iteration 19Q (3458.790000 sec): 3 clusters
  Score: Raw -1094773.687907 + Penalty 4433.706935 = -1090339.980972
  nChanged 141
		SP:Iteration 20F (3458.810000 sec): 3 clusters
  Score: Raw -1094845.467649 + Penalty 4433.706935 = -1090411.760714
  nChanged 140
		SP:Iteration 21Q (3458.840000 sec): 3 clusters
  Score: Raw -1094917.587972 + Penalty 4433.706935 = -1090483.881037
  nChanged 129
		SP:Iteration 22Q (3458.870000 sec): 3 clusters
  Score: Raw -1094999.587030 + Penalty 4433.706935 = -1090565.880095
  nChanged 124
		SP:Iteration 23Q (3458.890000 sec): 3 clusters
  Score: Raw -1095074.626475 + Penalty 4433.706935 = -1090640.919540
  nChanged 114
		SP:Iteration 24Q (3458.910000 sec): 3 clusters
  Score: Raw -1095148.226228 + Penalty 4433.706935 = -1090714.519293
  nChanged 103
		SP:Iteration 25Q (3458.940000 sec): 3 clusters
  Score: Raw -1095217.363022 + Penalty 4433.706935 = -1090783.656087
  nChanged 95
		SP:Iteration 26Q (3458.970000 sec): 3 clusters
  Score: Raw -1095273.684027 + Penalty 4433.706935 = -1090839.977092
  nChanged 87
		SP:Iteration 27Q (3458.990000 sec): 3 clusters
  Score: Raw -1095321.629760 + Penalty 4433.706935 = -1090887.922825
  nChanged 68
		SP:Iteration 28Q (3459.010000 sec): 3 clusters
  Score: Raw -1095362.880433 + Penalty 4433.706935 = -1090929.173498
  nChanged 59
		SP:Iteration 29Q (3459.040000 sec): 3 clusters
  Score: Raw -1095394.639291 + Penalty 4433.706935 = -1090960.932356
  nChanged 52
		SP:Iteration 30Q (3459.060000 sec): 3 clusters
  Score: Raw -1095423.496511 + Penalty 4433.706935 = -1090989.789576
  nChanged 42
		SP:Iteration 31Q (3459.090000 sec): 3 clusters
  Score: Raw -1095445.953432 + Penalty 4433.706935 = -1091012.246497
  nChanged 46
		SP:Iteration 32Q (3459.110000 sec): 3 clusters
  Score: Raw -1095465.919271 + Penalty 4433.706935 = -1091032.212336
  nChanged 33
		SP:Iteration 33Q (3459.130000 sec): 3 clusters
  Score: Raw -1095481.647949 + Penalty 4433.706935 = -1091047.941014
  nChanged 18
		SP:Iteration 34Q (3459.160000 sec): 3 clusters
  Score: Raw -1095489.509002 + Penalty 4433.706935 = -1091055.802067
  nChanged 12
		SP:Iteration 35Q (3459.180000 sec): 3 clusters
  Score: Raw -1095493.586073 + Penalty 4433.706935 = -1091059.879138
  nChanged 9
		SP:Iteration 36Q (3459.210000 sec): 3 clusters
  Score: Raw -1095496.419432 + Penalty 4433.706935 = -1091062.712497
  nChanged 4
		SP:Iteration 37Q (3459.230000 sec): 3 clusters
  Score: Raw -1095497.568932 + Penalty 4433.706935 = -1091063.861997
  nChanged 6
		SP:Iteration 38Q (3459.250000 sec): 3 clusters
  Score: Raw -1095499.443942 + Penalty 4433.706935 = -1091065.737007
  nChanged 5
		SP:Iteration 39Q (3459.270000 sec): 3 clusters
  Score: Raw -1095501.225649 + Penalty 4433.706935 = -1091067.518714
  nChanged 3
		SP:Iteration 40F (3459.300000 sec): 3 clusters
  Score: Raw -1095502.163123 + Penalty 4433.706935 = -1091068.456188
  nChanged 2
		SP:Iteration 41Q (3459.330000 sec): 3 clusters
  Score: Raw -1095503.134001 + Penalty 4433.706935 = -1091069.427066
  nChanged 3
		SP:Iteration 42Q (3459.350000 sec): 3 clusters
  Score: Raw -1095503.907870 + Penalty 4433.706935 = -1091070.200935
  nChanged 6
		SP:Iteration 43Q (3459.370000 sec): 3 clusters
  Score: Raw -1095505.316678 + Penalty 4433.706935 = -1091071.609743
  nChanged 4
		SP:Iteration 44Q (3459.390000 sec): 3 clusters
  Score: Raw -1095506.749495 + Penalty 4433.706935 = -1091073.042560
  nChanged 3
		SP:Iteration 45Q (3459.420000 sec): 3 clusters
  Score: Raw -1095507.371776 + Penalty 4433.706935 = -1091073.664841
  nChanged 2
		SP:Iteration 46Q (3459.440000 sec): 3 clusters
  Score: Raw -1095507.980855 + Penalty 4433.706935 = -1091074.273921
  nChanged 4
		SP:Iteration 47Q (3459.470000 sec): 3 clusters
  Score: Raw -1095509.277168 + Penalty 4433.706935 = -1091075.570233
  nChanged 2
		SP:Iteration 48Q (3459.490000 sec): 3 clusters
  Score: Raw -1095510.141238 + Penalty 4433.706935 = -1091076.434303
  nChanged 3
		SP:Iteration 49Q (3459.510000 sec): 3 clusters
  Score: Raw -1095511.673465 + Penalty 4433.706935 = -1091077.966530
  nChanged 0
		SP:Iteration 50F (3459.540000 sec): 3 clusters
  Score: Raw -1095511.673465 + Penalty 4433.706935 = -1091077.966530
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3459.550000 sec): 2 clusters
  Score: Raw -44434.578259 + Penalty 1441.904372 = -42992.673887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3459.550000 sec): 3 clusters
  Score: Raw -44545.800123 + Penalty 2883.808744 = -41661.991379
  nChanged 39
		SP:Iteration 1F (3459.550000 sec): 3 clusters
  Score: Raw -44657.974941 + Penalty 2883.808744 = -41774.166197
  nChanged 12
		SP:Iteration 2Q (3459.550000 sec): 3 clusters
  Score: Raw -44696.670837 + Penalty 2883.808744 = -41812.862093
  nChanged 9
		SP:Iteration 3Q (3459.550000 sec): 3 clusters
  Score: Raw -44724.804642 + Penalty 2883.808744 = -41840.995899
  nChanged 3
		SP:Iteration 4Q (3459.550000 sec): 3 clusters
  Score: Raw -44737.438046 + Penalty 2883.808744 = -41853.629302
  nChanged 3
		SP:Iteration 5Q (3459.550000 sec): 3 clusters
  Score: Raw -44757.421343 + Penalty 2883.808744 = -41873.612599
  nChanged 0
		SP:Iteration 6F (3459.550000 sec): 3 clusters
  Score: Raw -44757.421343 + Penalty 2883.808744 = -41873.612599
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3459.570000 sec): 2 clusters
  Score: Raw -280893.419903 + Penalty 1887.614234 = -279005.805669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3459.570000 sec): 3 clusters
  Score: Raw -280273.189042 + Penalty 3775.228468 = -276497.960574
  nChanged 695
		SP:Iteration 1F (3459.580000 sec): 3 clusters
  Score: Raw -281051.548614 + Penalty 3775.228468 = -277276.320146
  nChanged 211
		SP:Iteration 2F (3459.590000 sec): 3 clusters
  Score: Raw -281341.029417 + Penalty 3775.228468 = -277565.800949
  nChanged 164
		SP:Iteration 3F (3459.590000 sec): 3 clusters
  Score: Raw -281606.525333 + Penalty 3775.228468 = -277831.296865
  nChanged 156
		SP:Iteration 4F (3459.600000 sec): 3 clusters
  Score: Raw -281936.590811 + Penalty 3775.228468 = -278161.362343
  nChanged 129
		SP:Iteration 5F (3459.610000 sec): 3 clusters
  Score: Raw -282295.757203 + Penalty 3775.228468 = -278520.528736
  nChanged 111
		SP:Iteration 6F (3459.620000 sec): 3 clusters
  Score: Raw -282544.237282 + Penalty 3775.228468 = -278769.008814
  nChanged 65
		SP:Iteration 7Q (3459.620000 sec): 3 clusters
  Score: Raw -282643.375633 + Penalty 3775.228468 = -278868.147165
  nChanged 31
		SP:Iteration 8Q (3459.630000 sec): 3 clusters
  Score: Raw -282700.735785 + Penalty 3775.228468 = -278925.507317
  nChanged 14
		SP:Iteration 9Q (3459.630000 sec): 3 clusters
  Score: Raw -282722.161589 + Penalty 3775.228468 = -278946.933121
  nChanged 10
		SP:Iteration 10Q (3459.640000 sec): 3 clusters
  Score: Raw -282737.023885 + Penalty 3775.228468 = -278961.795417
  nChanged 6
		SP:Iteration 11Q (3459.650000 sec): 3 clusters
  Score: Raw -282742.185930 + Penalty 3775.228468 = -278966.957462
  nChanged 1
		SP:Iteration 12Q (3459.650000 sec): 3 clusters
  Score: Raw -282742.719717 + Penalty 3775.228468 = -278967.491249
  nChanged 0
		SP:Iteration 13F (3459.660000 sec): 3 clusters
  Score: Raw -282742.719717 + Penalty 3775.228468 = -278967.491249
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (20286 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3459.730000 sec): 2 clusters
  Score: Raw -2847607.670455 + Penalty 2459.586195 = -2845148.084259
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3459.810000 sec): 3 clusters
  Score: Raw -2835704.800548 + Penalty 4919.172391 = -2830785.628157
  nChanged 8968
		SP:Iteration 1F (3459.880000 sec): 3 clusters
  Score: Raw -2840434.307360 + Penalty 4919.172391 = -2835515.134969
  nChanged 1085
		SP:Iteration 2F (3459.950000 sec): 3 clusters
  Score: Raw -2840845.983438 + Penalty 4919.172391 = -2835926.811047
  nChanged 1004
		SP:Iteration 3Q (3460.030000 sec): 3 clusters
  Score: Raw -2841229.019100 + Penalty 4919.172391 = -2836309.846709
  nChanged 917
		SP:Iteration 4Q (3460.110000 sec): 3 clusters
  Score: Raw -2841601.417916 + Penalty 4919.172391 = -2836682.245525
  nChanged 916
		SP:Iteration 5Q (3460.180000 sec): 3 clusters
  Score: Raw -2842000.974492 + Penalty 4919.172391 = -2837081.802101
  nChanged 941
		SP:Iteration 6Q (3460.250000 sec): 3 clusters
  Score: Raw -2842452.239270 + Penalty 4919.172391 = -2837533.066880
  nChanged 1037
		SP:Iteration 7F (3460.330000 sec): 3 clusters
  Score: Raw -2843066.730366 + Penalty 4919.172391 = -2838147.557975
  nChanged 1164
		SP:Iteration 8F (3460.400000 sec): 3 clusters
  Score: Raw -2843908.277637 + Penalty 4919.172391 = -2838989.105246
  nChanged 1200
		SP:Iteration 9F (3460.470000 sec): 3 clusters
  Score: Raw -2844898.850829 + Penalty 4919.172391 = -2839979.678438
  nChanged 1075
		SP:Iteration 10F (3460.550000 sec): 3 clusters
  Score: Raw -2845904.051436 + Penalty 4919.172391 = -2840984.879045
  nChanged 876
		SP:Iteration 11Q (3460.620000 sec): 3 clusters
  Score: Raw -2846734.382307 + Penalty 4919.172391 = -2841815.209916
  nChanged 610
		SP:Iteration 12Q (3460.690000 sec): 3 clusters
  Score: Raw -2847242.730663 + Penalty 4919.172391 = -2842323.558272
  nChanged 450
		SP:Iteration 13Q (3460.750000 sec): 3 clusters
  Score: Raw -2847576.189221 + Penalty 4919.172391 = -2842657.016830
  nChanged 315
		SP:Iteration 14Q (3460.820000 sec): 3 clusters
  Score: Raw -2847782.101497 + Penalty 4919.172391 = -2842862.929106
  nChanged 237
		SP:Iteration 15Q (3460.880000 sec): 3 clusters
  Score: Raw -2847909.711947 + Penalty 4919.172391 = -2842990.539557
  nChanged 173
		SP:Iteration 16Q (3460.940000 sec): 3 clusters
  Score: Raw -2848001.507147 + Penalty 4919.172391 = -2843082.334756
  nChanged 118
		SP:Iteration 17Q (3461.000000 sec): 3 clusters
  Score: Raw -2848055.875234 + Penalty 4919.172391 = -2843136.702843
  nChanged 97
		SP:Iteration 18Q (3461.060000 sec): 3 clusters
  Score: Raw -2848101.181776 + Penalty 4919.172391 = -2843182.009385
  nChanged 92
		SP:Iteration 19Q (3461.120000 sec): 3 clusters
  Score: Raw -2848144.001188 + Penalty 4919.172391 = -2843224.828798
  nChanged 68
		SP:Iteration 20F (3461.190000 sec): 3 clusters
  Score: Raw -2848168.801452 + Penalty 4919.172391 = -2843249.629061
  nChanged 43
		SP:Iteration 21Q (3461.240000 sec): 3 clusters
  Score: Raw -2848185.917689 + Penalty 4919.172391 = -2843266.745298
  nChanged 44
		SP:Iteration 22Q (3461.300000 sec): 3 clusters
  Score: Raw -2848201.459875 + Penalty 4919.172391 = -2843282.287484
  nChanged 36
		SP:Iteration 23Q (3461.360000 sec): 3 clusters
  Score: Raw -2848213.502978 + Penalty 4919.172391 = -2843294.330587
  nChanged 32
		SP:Iteration 24Q (3461.420000 sec): 3 clusters
  Score: Raw -2848221.974016 + Penalty 4919.172391 = -2843302.801625
  nChanged 19
		SP:Iteration 25Q (3461.480000 sec): 3 clusters
  Score: Raw -2848227.490886 + Penalty 4919.172391 = -2843308.318495
  nChanged 11
		SP:Iteration 26Q (3461.540000 sec): 3 clusters
  Score: Raw -2848229.821694 + Penalty 4919.172391 = -2843310.649303
  nChanged 11
		SP:Iteration 27Q (3461.600000 sec): 3 clusters
  Score: Raw -2848233.180209 + Penalty 4919.172391 = -2843314.007818
  nChanged 10
		SP:Iteration 28Q (3461.650000 sec): 3 clusters
  Score: Raw -2848235.957827 + Penalty 4919.172391 = -2843316.785436
  nChanged 9
		SP:Iteration 29Q (3461.710000 sec): 3 clusters
  Score: Raw -2848238.576707 + Penalty 4919.172391 = -2843319.404317
  nChanged 7
		SP:Iteration 30Q (3461.760000 sec): 3 clusters
  Score: Raw -2848240.413500 + Penalty 4919.172391 = -2843321.241109
  nChanged 10
		SP:Iteration 31Q (3461.820000 sec): 3 clusters
  Score: Raw -2848243.624290 + Penalty 4919.172391 = -2843324.451899
  nChanged 10
		SP:Iteration 32Q (3461.880000 sec): 3 clusters
  Score: Raw -2848247.678036 + Penalty 4919.172391 = -2843328.505645
  nChanged 10
		SP:Iteration 33Q (3461.930000 sec): 3 clusters
  Score: Raw -2848250.539421 + Penalty 4919.172391 = -2843331.367031
  nChanged 7
		SP:Iteration 34Q (3461.990000 sec): 3 clusters
  Score: Raw -2848252.525477 + Penalty 4919.172391 = -2843333.353086
  nChanged 8
		SP:Iteration 35Q (3462.040000 sec): 3 clusters
  Score: Raw -2848254.793428 + Penalty 4919.172391 = -2843335.621037
  nChanged 6
		SP:Iteration 36Q (3462.100000 sec): 3 clusters
  Score: Raw -2848255.947434 + Penalty 4919.172391 = -2843336.775043
  nChanged 1
		SP:Iteration 37Q (3462.160000 sec): 3 clusters
  Score: Raw -2848256.570905 + Penalty 4919.172391 = -2843337.398514
  nChanged 2
		SP:Iteration 38Q (3462.210000 sec): 3 clusters
  Score: Raw -2848257.371298 + Penalty 4919.172391 = -2843338.198907
  nChanged 5
		SP:Iteration 39Q (3462.270000 sec): 3 clusters
  Score: Raw -2848259.000579 + Penalty 4919.172391 = -2843339.828188
  nChanged 4
		SP:Iteration 40F (3462.340000 sec): 3 clusters
  Score: Raw -2848260.129223 + Penalty 4919.172391 = -2843340.956832
  nChanged 5
		SP:Iteration 41Q (3462.400000 sec): 3 clusters
  Score: Raw -2848260.918067 + Penalty 4919.172391 = -2843341.745676
  nChanged 4
		SP:Iteration 42Q (3462.450000 sec): 3 clusters
  Score: Raw -2848262.038612 + Penalty 4919.172391 = -2843342.866221
  nChanged 4
		SP:Iteration 43Q (3462.510000 sec): 3 clusters
  Score: Raw -2848262.793116 + Penalty 4919.172391 = -2843343.620726
  nChanged 2
		SP:Iteration 44Q (3462.560000 sec): 3 clusters
  Score: Raw -2848263.358408 + Penalty 4919.172391 = -2843344.186017
  nChanged 3
		SP:Iteration 45Q (3462.620000 sec): 3 clusters
  Score: Raw -2848264.396996 + Penalty 4919.172391 = -2843345.224605
  nChanged 2
		SP:Iteration 46Q (3462.680000 sec): 3 clusters
  Score: Raw -2848264.770359 + Penalty 4919.172391 = -2843345.597968
  nChanged 1
		SP:Iteration 47Q (3462.730000 sec): 3 clusters
  Score: Raw -2848264.876493 + Penalty 4919.172391 = -2843345.704102
  nChanged 1
		SP:Iteration 48Q (3462.790000 sec): 3 clusters
  Score: Raw -2848265.025696 + Penalty 4919.172391 = -2843345.853305
  nChanged 2
		SP:Iteration 49Q (3462.840000 sec): 3 clusters
  Score: Raw -2848265.593026 + Penalty 4919.172391 = -2843346.420635
  nChanged 0
		SP:Iteration 50F (3462.920000 sec): 3 clusters
  Score: Raw -2848265.593026 + Penalty 4919.172391 = -2843346.420635
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (42690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3463.060000 sec): 2 clusters
  Score: Raw -6589858.845337 + Penalty 2644.106555 = -6587214.738782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3463.220000 sec): 3 clusters
  Score: Raw -6563614.668897 + Penalty 5288.213110 = -6558326.455787
  nChanged 19582
		SP:Iteration 1F (3463.380000 sec): 3 clusters
  Score: Raw -6574580.922066 + Penalty 5288.213110 = -6569292.708956
  nChanged 2039
		SP:Iteration 2Q (3463.540000 sec): 3 clusters
  Score: Raw -6575323.829886 + Penalty 5288.213110 = -6570035.616776
  nChanged 2165
		SP:Iteration 3F (3463.700000 sec): 3 clusters
  Score: Raw -6576281.423813 + Penalty 5288.213110 = -6570993.210703
  nChanged 2469
		SP:Iteration 4F (3463.860000 sec): 3 clusters
  Score: Raw -6577594.920121 + Penalty 5288.213110 = -6572306.707011
  nChanged 2731
		SP:Iteration 5F (3464.020000 sec): 3 clusters
  Score: Raw -6579319.955265 + Penalty 5288.213110 = -6574031.742155
  nChanged 2890
		SP:Iteration 6F (3464.180000 sec): 3 clusters
  Score: Raw -6581324.157340 + Penalty 5288.213110 = -6576035.944230
  nChanged 2726
		SP:Iteration 7F (3464.340000 sec): 3 clusters
  Score: Raw -6583246.537168 + Penalty 5288.213110 = -6577958.324058
  nChanged 2339
		SP:Iteration 8F (3464.500000 sec): 3 clusters
  Score: Raw -6584885.453790 + Penalty 5288.213110 = -6579597.240680
  nChanged 1909
		SP:Iteration 9Q (3464.660000 sec): 3 clusters
  Score: Raw -6586188.517243 + Penalty 5288.213110 = -6580900.304133
  nChanged 1483
		SP:Iteration 10Q (3464.820000 sec): 3 clusters
  Score: Raw -6587157.101361 + Penalty 5288.213110 = -6581868.888251
  nChanged 1123
		SP:Iteration 11Q (3464.970000 sec): 3 clusters
  Score: Raw -6587865.701249 + Penalty 5288.213110 = -6582577.488139
  nChanged 861
		SP:Iteration 12Q (3465.120000 sec): 3 clusters
  Score: Raw -6588431.710850 + Penalty 5288.213110 = -6583143.497740
  nChanged 649
		SP:Iteration 13Q (3465.260000 sec): 3 clusters
  Score: Raw -6588840.664065 + Penalty 5288.213110 = -6583552.450955
  nChanged 486
		SP:Iteration 14Q (3465.400000 sec): 3 clusters
  Score: Raw -6589142.779975 + Penalty 5288.213110 = -6583854.566865
  nChanged 374
		SP:Iteration 15Q (3465.540000 sec): 3 clusters
  Score: Raw -6589381.503500 + Penalty 5288.213110 = -6584093.290390
  nChanged 292
		SP:Iteration 16Q (3465.670000 sec): 3 clusters
  Score: Raw -6589568.560294 + Penalty 5288.213110 = -6584280.347184
  nChanged 228
		SP:Iteration 17Q (3465.800000 sec): 3 clusters
  Score: Raw -6589726.691677 + Penalty 5288.213110 = -6584438.478567
  nChanged 192
		SP:Iteration 18Q (3465.920000 sec): 3 clusters
  Score: Raw -6589870.824825 + Penalty 5288.213110 = -6584582.611715
  nChanged 150
		SP:Iteration 19Q (3466.040000 sec): 3 clusters
  Score: Raw -6589990.282461 + Penalty 5288.213110 = -6584702.069351
  nChanged 131
		SP:Iteration 20F (3466.200000 sec): 3 clusters
  Score: Raw -6590080.491181 + Penalty 5288.213110 = -6584792.278071
  nChanged 121
		SP:Iteration 21Q (3466.320000 sec): 3 clusters
  Score: Raw -6590150.495850 + Penalty 5288.213110 = -6584862.282740
  nChanged 92
		SP:Iteration 22Q (3466.440000 sec): 3 clusters
  Score: Raw -6590191.809690 + Penalty 5288.213110 = -6584903.596581
  nChanged 61
		SP:Iteration 23Q (3466.550000 sec): 3 clusters
  Score: Raw -6590218.280867 + Penalty 5288.213110 = -6584930.067757
  nChanged 39
		SP:Iteration 24Q (3466.670000 sec): 3 clusters
  Score: Raw -6590235.493018 + Penalty 5288.213110 = -6584947.279908
  nChanged 47
		SP:Iteration 25Q (3466.790000 sec): 3 clusters
  Score: Raw -6590254.617614 + Penalty 5288.213110 = -6584966.404504
  nChanged 48
		SP:Iteration 26Q (3466.910000 sec): 3 clusters
  Score: Raw -6590274.160029 + Penalty 5288.213110 = -6584985.946919
  nChanged 41
		SP:Iteration 27Q (3467.020000 sec): 3 clusters
  Score: Raw -6590288.795168 + Penalty 5288.213110 = -6585000.582058
  nChanged 37
		SP:Iteration 28Q (3467.140000 sec): 3 clusters
  Score: Raw -6590301.148040 + Penalty 5288.213110 = -6585012.934930
  nChanged 28
		SP:Iteration 29Q (3467.250000 sec): 3 clusters
  Score: Raw -6590309.144645 + Penalty 5288.213110 = -6585020.931535
  nChanged 15
		SP:Iteration 30Q (3467.370000 sec): 3 clusters
  Score: Raw -6590313.490989 + Penalty 5288.213110 = -6585025.277879
  nChanged 21
		SP:Iteration 31Q (3467.480000 sec): 3 clusters
  Score: Raw -6590320.087186 + Penalty 5288.213110 = -6585031.874076
  nChanged 19
		SP:Iteration 32Q (3467.600000 sec): 3 clusters
  Score: Raw -6590326.593304 + Penalty 5288.213110 = -6585038.380194
  nChanged 15
		SP:Iteration 33Q (3467.710000 sec): 3 clusters
  Score: Raw -6590331.901237 + Penalty 5288.213110 = -6585043.688127
  nChanged 15
		SP:Iteration 34Q (3467.820000 sec): 3 clusters
  Score: Raw -6590337.243546 + Penalty 5288.213110 = -6585049.030436
  nChanged 17
		SP:Iteration 35Q (3467.940000 sec): 3 clusters
  Score: Raw -6590342.683830 + Penalty 5288.213110 = -6585054.470720
  nChanged 10
		SP:Iteration 36Q (3468.060000 sec): 3 clusters
  Score: Raw -6590346.060257 + Penalty 5288.213110 = -6585057.847147
  nChanged 9
		SP:Iteration 37Q (3468.170000 sec): 3 clusters
  Score: Raw -6590348.743241 + Penalty 5288.213110 = -6585060.530131
  nChanged 8
		SP:Iteration 38Q (3468.290000 sec): 3 clusters
  Score: Raw -6590351.301937 + Penalty 5288.213110 = -6585063.088827
  nChanged 15
		SP:Iteration 39Q (3468.400000 sec): 3 clusters
  Score: Raw -6590355.866656 + Penalty 5288.213110 = -6585067.653546
  nChanged 12
		SP:Iteration 40F (3468.560000 sec): 3 clusters
  Score: Raw -6590359.556543 + Penalty 5288.213110 = -6585071.343433
  nChanged 9
		SP:Iteration 41Q (3468.680000 sec): 3 clusters
  Score: Raw -6590361.453076 + Penalty 5288.213110 = -6585073.239966
  nChanged 6
		SP:Iteration 42Q (3468.800000 sec): 3 clusters
  Score: Raw -6590363.298086 + Penalty 5288.213110 = -6585075.084976
  nChanged 8
		SP:Iteration 43Q (3468.910000 sec): 3 clusters
  Score: Raw -6590364.831174 + Penalty 5288.213110 = -6585076.618064
  nChanged 5
		SP:Iteration 44Q (3469.020000 sec): 3 clusters
  Score: Raw -6590365.930304 + Penalty 5288.213110 = -6585077.717194
  nChanged 0
		SP:Iteration 45F (3469.180000 sec): 3 clusters
  Score: Raw -6590365.930304 + Penalty 5288.213110 = -6585077.717194
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3469.590000 sec): 2 clusters
  Score: Raw -17411050.269702 + Penalty 2899.317274 = -17408150.952427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3470.050000 sec): 3 clusters
  Score: Raw -17333898.377399 + Penalty 5798.634549 = -17328099.742850
  nChanged 56735
		SP:Iteration 1F (3470.500000 sec): 3 clusters
  Score: Raw -17367072.007229 + Penalty 5798.634549 = -17361273.372681
  nChanged 4683
		SP:Iteration 2Q (3470.970000 sec): 3 clusters
  Score: Raw -17368593.769219 + Penalty 5798.634549 = -17362795.134670
  nChanged 5614
		SP:Iteration 3Q (3471.440000 sec): 3 clusters
  Score: Raw -17370953.855832 + Penalty 5798.634549 = -17365155.221283
  nChanged 6997
		SP:Iteration 4F (3471.890000 sec): 3 clusters
  Score: Raw -17374761.266317 + Penalty 5798.634549 = -17368962.631768
  nChanged 8333
		SP:Iteration 5F (3472.340000 sec): 3 clusters
  Score: Raw -17380197.219043 + Penalty 5798.634549 = -17374398.584494
  nChanged 8614
		SP:Iteration 6F (3472.800000 sec): 3 clusters
  Score: Raw -17386364.021792 + Penalty 5798.634549 = -17380565.387244
  nChanged 7966
		SP:Iteration 7F (3473.250000 sec): 3 clusters
  Score: Raw -17392318.959060 + Penalty 5798.634549 = -17386520.324511
  nChanged 6407
		SP:Iteration 8F (3473.700000 sec): 3 clusters
  Score: Raw -17397276.689867 + Penalty 5798.634549 = -17391478.055318
  nChanged 4836
		SP:Iteration 9Q (3474.160000 sec): 3 clusters
  Score: Raw -17401126.293284 + Penalty 5798.634549 = -17395327.658735
  nChanged 3641
		SP:Iteration 10Q (3474.600000 sec): 3 clusters
  Score: Raw -17404008.757891 + Penalty 5798.634549 = -17398210.123342
  nChanged 2665
		SP:Iteration 11Q (3475.010000 sec): 3 clusters
  Score: Raw -17405883.534940 + Penalty 5798.634549 = -17400084.900391
  nChanged 1909
		SP:Iteration 12Q (3475.400000 sec): 3 clusters
  Score: Raw -17407005.917375 + Penalty 5798.634549 = -17401207.282826
  nChanged 1428
		SP:Iteration 13Q (3475.780000 sec): 3 clusters
  Score: Raw -17407738.434907 + Penalty 5798.634549 = -17401939.800358
  nChanged 1134
		SP:Iteration 14Q (3476.150000 sec): 3 clusters
  Score: Raw -17408247.122844 + Penalty 5798.634549 = -17402448.488295
  nChanged 991
		SP:Iteration 15Q (3476.510000 sec): 3 clusters
  Score: Raw -17408663.206100 + Penalty 5798.634549 = -17402864.571551
  nChanged 909
		SP:Iteration 16Q (3476.870000 sec): 3 clusters
  Score: Raw -17409023.846073 + Penalty 5798.634549 = -17403225.211524
  nChanged 758
		SP:Iteration 17Q (3477.220000 sec): 3 clusters
  Score: Raw -17409301.716267 + Penalty 5798.634549 = -17403503.081718
  nChanged 683
		SP:Iteration 18Q (3477.570000 sec): 3 clusters
  Score: Raw -17409547.248466 + Penalty 5798.634549 = -17403748.613917
  nChanged 600
		SP:Iteration 19Q (3477.920000 sec): 3 clusters
  Score: Raw -17409757.259738 + Penalty 5798.634549 = -17403958.625189
  nChanged 531
		SP:Iteration 20F (3478.380000 sec): 3 clusters
  Score: Raw -17409942.738546 + Penalty 5798.634549 = -17404144.103997
  nChanged 481
		SP:Iteration 21Q (3478.720000 sec): 3 clusters
  Score: Raw -17410098.193684 + Penalty 5798.634549 = -17404299.559135
  nChanged 440
		SP:Iteration 22Q (3479.060000 sec): 3 clusters
  Score: Raw -17410240.247323 + Penalty 5798.634549 = -17404441.612774
  nChanged 392
		SP:Iteration 23Q (3479.400000 sec): 3 clusters
  Score: Raw -17410363.814043 + Penalty 5798.634549 = -17404565.179494
  nChanged 331
		SP:Iteration 24Q (3479.740000 sec): 3 clusters
  Score: Raw -17410470.209577 + Penalty 5798.634549 = -17404671.575028
  nChanged 276
		SP:Iteration 25Q (3480.070000 sec): 3 clusters
  Score: Raw -17410554.378128 + Penalty 5798.634549 = -17404755.743579
  nChanged 239
		SP:Iteration 26Q (3480.410000 sec): 3 clusters
  Score: Raw -17410630.789098 + Penalty 5798.634549 = -17404832.154549
  nChanged 239
		SP:Iteration 27Q (3480.740000 sec): 3 clusters
  Score: Raw -17410712.402628 + Penalty 5798.634549 = -17404913.768079
  nChanged 227
		SP:Iteration 28Q (3481.080000 sec): 3 clusters
  Score: Raw -17410786.923625 + Penalty 5798.634549 = -17404988.289076
  nChanged 205
		SP:Iteration 29Q (3481.410000 sec): 3 clusters
  Score: Raw -17410853.626513 + Penalty 5798.634549 = -17405054.991964
  nChanged 176
		SP:Iteration 30Q (3481.740000 sec): 3 clusters
  Score: Raw -17410913.882839 + Penalty 5798.634549 = -17405115.248290
  nChanged 174
		SP:Iteration 31Q (3482.070000 sec): 3 clusters
  Score: Raw -17410972.728104 + Penalty 5798.634549 = -17405174.093555
  nChanged 154
		SP:Iteration 32Q (3482.400000 sec): 3 clusters
  Score: Raw -17411028.350606 + Penalty 5798.634549 = -17405229.716057
  nChanged 138
		SP:Iteration 33Q (3482.730000 sec): 3 clusters
  Score: Raw -17411081.412546 + Penalty 5798.634549 = -17405282.777998
  nChanged 107
		SP:Iteration 34Q (3483.050000 sec): 3 clusters
  Score: Raw -17411117.664073 + Penalty 5798.634549 = -17405319.029524
  nChanged 83
		SP:Iteration 35Q (3483.380000 sec): 3 clusters
  Score: Raw -17411146.115638 + Penalty 5798.634549 = -17405347.481089
  nChanged 77
		SP:Iteration 36Q (3483.710000 sec): 3 clusters
  Score: Raw -17411172.602702 + Penalty 5798.634549 = -17405373.968153
  nChanged 59
		SP:Iteration 37Q (3484.030000 sec): 3 clusters
  Score: Raw -17411195.447847 + Penalty 5798.634549 = -17405396.813298
  nChanged 64
		SP:Iteration 38Q (3484.350000 sec): 3 clusters
  Score: Raw -17411219.536356 + Penalty 5798.634549 = -17405420.901807
  nChanged 64
		SP:Iteration 39Q (3484.680000 sec): 3 clusters
  Score: Raw -17411247.606792 + Penalty 5798.634549 = -17405448.972243
  nChanged 59
		SP:Iteration 40F (3485.130000 sec): 3 clusters
  Score: Raw -17411272.748860 + Penalty 5798.634549 = -17405474.114311
  nChanged 52
		SP:Iteration 41Q (3485.450000 sec): 3 clusters
  Score: Raw -17411293.870158 + Penalty 5798.634549 = -17405495.235609
  nChanged 59
		SP:Iteration 42Q (3485.780000 sec): 3 clusters
  Score: Raw -17411316.327696 + Penalty 5798.634549 = -17405517.693147
  nChanged 48
		SP:Iteration 43Q (3486.100000 sec): 3 clusters
  Score: Raw -17411334.371430 + Penalty 5798.634549 = -17405535.736881
  nChanged 46
		SP:Iteration 44Q (3486.430000 sec): 3 clusters
  Score: Raw -17411351.982111 + Penalty 5798.634549 = -17405553.347562
  nChanged 45
		SP:Iteration 45Q (3486.750000 sec): 3 clusters
  Score: Raw -17411371.364482 + Penalty 5798.634549 = -17405572.729933
  nChanged 54
		SP:Iteration 46Q (3487.070000 sec): 3 clusters
  Score: Raw -17411398.216691 + Penalty 5798.634549 = -17405599.582142
  nChanged 40
		SP:Iteration 47Q (3487.400000 sec): 3 clusters
  Score: Raw -17411416.682353 + Penalty 5798.634549 = -17405618.047804
  nChanged 37
		SP:Iteration 48Q (3487.720000 sec): 3 clusters
  Score: Raw -17411434.324261 + Penalty 5798.634549 = -17405635.689712
  nChanged 35
		SP:Iteration 49Q (3488.040000 sec): 3 clusters
  Score: Raw -17411450.569817 + Penalty 5798.634549 = -17405651.935268
  nChanged 25
		SP:Iteration 50Q (3488.370000 sec): 3 clusters
  Score: Raw -17411460.396516 + Penalty 5798.634549 = -17405661.761967
  nChanged 19
		SP:Iteration 51Q (3488.690000 sec): 3 clusters
  Score: Raw -17411467.258277 + Penalty 5798.634549 = -17405668.623728
  nChanged 17
		SP:Iteration 52Q (3489.010000 sec): 3 clusters
  Score: Raw -17411475.169441 + Penalty 5798.634549 = -17405676.534892
  nChanged 16
		SP:Iteration 53Q (3489.330000 sec): 3 clusters
  Score: Raw -17411481.001505 + Penalty 5798.634549 = -17405682.366956
  nChanged 12
		SP:Iteration 54Q (3489.650000 sec): 3 clusters
  Score: Raw -17411485.864187 + Penalty 5798.634549 = -17405687.229638
  nChanged 10
		SP:Iteration 55Q (3489.970000 sec): 3 clusters
  Score: Raw -17411489.606670 + Penalty 5798.634549 = -17405690.972121
  nChanged 9
		SP:Iteration 56Q (3490.290000 sec): 3 clusters
  Score: Raw -17411494.121284 + Penalty 5798.634549 = -17405695.486735
  nChanged 8
		SP:Iteration 57Q (3490.620000 sec): 3 clusters
  Score: Raw -17411496.229835 + Penalty 5798.634549 = -17405697.595286
  nChanged 4
		SP:Iteration 58Q (3490.940000 sec): 3 clusters
  Score: Raw -17411497.390591 + Penalty 5798.634549 = -17405698.756043
  nChanged 3
		SP:Iteration 59Q (3491.260000 sec): 3 clusters
  Score: Raw -17411498.987551 + Penalty 5798.634549 = -17405700.353002
  nChanged 3
		SP:Iteration 60F (3491.710000 sec): 3 clusters
  Score: Raw -17411499.867091 + Penalty 5798.634549 = -17405701.232542
  nChanged 3
		SP:Iteration 61Q (3492.030000 sec): 3 clusters
  Score: Raw -17411501.183559 + Penalty 5798.634549 = -17405702.549010
  nChanged 3
		SP:Iteration 62Q (3492.350000 sec): 3 clusters
  Score: Raw -17411503.182274 + Penalty 5798.634549 = -17405704.547725
  nChanged 0
		SP:Iteration 63F (3492.800000 sec): 3 clusters
  Score: Raw -17411503.182274 + Penalty 5798.634549 = -17405704.547725
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3492.880000 sec): 2 clusters
  Score: Raw -1775832.895195 + Penalty 2321.847580 = -1773511.047615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3492.930000 sec): 3 clusters
  Score: Raw -1769415.419817 + Penalty 4643.695160 = -1764771.724658
  nChanged 4846
		SP:Iteration 1F (3492.970000 sec): 3 clusters
  Score: Raw -1771981.821386 + Penalty 4643.695160 = -1767338.126227
  nChanged 728
		SP:Iteration 2F (3493.010000 sec): 3 clusters
  Score: Raw -1772276.380857 + Penalty 4643.695160 = -1767632.685697
  nChanged 550
		SP:Iteration 3Q (3493.050000 sec): 3 clusters
  Score: Raw -1772487.339645 + Penalty 4643.695160 = -1767843.644485
  nChanged 425
		SP:Iteration 4Q (3493.100000 sec): 3 clusters
  Score: Raw -1772650.231521 + Penalty 4643.695160 = -1768006.536361
  nChanged 384
		SP:Iteration 5Q (3493.140000 sec): 3 clusters
  Score: Raw -1772794.487680 + Penalty 4643.695160 = -1768150.792521
  nChanged 360
		SP:Iteration 6Q (3493.180000 sec): 3 clusters
  Score: Raw -1772920.510533 + Penalty 4643.695160 = -1768276.815374
  nChanged 327
		SP:Iteration 7Q (3493.220000 sec): 3 clusters
  Score: Raw -1773027.746272 + Penalty 4643.695160 = -1768384.051113
  nChanged 251
		SP:Iteration 8Q (3493.260000 sec): 3 clusters
  Score: Raw -1773114.918055 + Penalty 4643.695160 = -1768471.222895
  nChanged 253
		SP:Iteration 9Q (3493.310000 sec): 3 clusters
  Score: Raw -1773211.449518 + Penalty 4643.695160 = -1768567.754358
  nChanged 255
		SP:Iteration 10Q (3493.350000 sec): 3 clusters
  Score: Raw -1773298.636447 + Penalty 4643.695160 = -1768654.941287
  nChanged 243
		SP:Iteration 11Q (3493.390000 sec): 3 clusters
  Score: Raw -1773389.457836 + Penalty 4643.695160 = -1768745.762676
  nChanged 252
		SP:Iteration 12Q (3493.430000 sec): 3 clusters
  Score: Raw -1773490.813395 + Penalty 4643.695160 = -1768847.118235
  nChanged 272
		SP:Iteration 13Q (3493.480000 sec): 3 clusters
  Score: Raw -1773612.635856 + Penalty 4643.695160 = -1768968.940696
  nChanged 305
		SP:Iteration 14Q (3493.520000 sec): 3 clusters
  Score: Raw -1773752.111428 + Penalty 4643.695160 = -1769108.416269
  nChanged 312
		SP:Iteration 15Q (3493.560000 sec): 3 clusters
  Score: Raw -1773906.762189 + Penalty 4643.695160 = -1769263.067029
  nChanged 347
		SP:Iteration 16Q (3493.600000 sec): 3 clusters
  Score: Raw -1774090.914432 + Penalty 4643.695160 = -1769447.219272
  nChanged 368
		SP:Iteration 17Q (3493.640000 sec): 3 clusters
  Score: Raw -1774303.593938 + Penalty 4643.695160 = -1769659.898779
  nChanged 397
		SP:Iteration 18Q (3493.680000 sec): 3 clusters
  Score: Raw -1774551.051199 + Penalty 4643.695160 = -1769907.356039
  nChanged 413
		SP:Iteration 19Q (3493.720000 sec): 3 clusters
  Score: Raw -1774831.042586 + Penalty 4643.695160 = -1770187.347426
  nChanged 374
		SP:Iteration 20F (3493.760000 sec): 3 clusters
  Score: Raw -1775084.225818 + Penalty 4643.695160 = -1770440.530659
  nChanged 331
		SP:Iteration 21Q (3493.800000 sec): 3 clusters
  Score: Raw -1775317.644858 + Penalty 4643.695160 = -1770673.949698
  nChanged 264
		SP:Iteration 22Q (3493.840000 sec): 3 clusters
  Score: Raw -1775520.526809 + Penalty 4643.695160 = -1770876.831649
  nChanged 192
		SP:Iteration 23Q (3493.870000 sec): 3 clusters
  Score: Raw -1775667.907503 + Penalty 4643.695160 = -1771024.212344
  nChanged 148
		SP:Iteration 24Q (3493.910000 sec): 3 clusters
  Score: Raw -1775779.000995 + Penalty 4643.695160 = -1771135.305836
  nChanged 117
		SP:Iteration 25Q (3493.940000 sec): 3 clusters
  Score: Raw -1775881.818330 + Penalty 4643.695160 = -1771238.123170
  nChanged 91
		SP:Iteration 26Q (3493.980000 sec): 3 clusters
  Score: Raw -1775970.701474 + Penalty 4643.695160 = -1771327.006314
  nChanged 62
		SP:Iteration 27Q (3494.010000 sec): 3 clusters
  Score: Raw -1776029.212110 + Penalty 4643.695160 = -1771385.516950
  nChanged 42
		SP:Iteration 28Q (3494.040000 sec): 3 clusters
  Score: Raw -1776068.906907 + Penalty 4643.695160 = -1771425.211747
  nChanged 27
		SP:Iteration 29Q (3494.070000 sec): 3 clusters
  Score: Raw -1776094.256872 + Penalty 4643.695160 = -1771450.561712
  nChanged 14
		SP:Iteration 30Q (3494.100000 sec): 3 clusters
  Score: Raw -1776106.207205 + Penalty 4643.695160 = -1771462.512045
  nChanged 6
		SP:Iteration 31Q (3494.140000 sec): 3 clusters
  Score: Raw -1776110.206875 + Penalty 4643.695160 = -1771466.511715
  nChanged 5
		SP:Iteration 32Q (3494.170000 sec): 3 clusters
  Score: Raw -1776113.132645 + Penalty 4643.695160 = -1771469.437485
  nChanged 4
		SP:Iteration 33Q (3494.200000 sec): 3 clusters
  Score: Raw -1776116.326179 + Penalty 4643.695160 = -1771472.631019
  nChanged 4
		SP:Iteration 34Q (3494.230000 sec): 3 clusters
  Score: Raw -1776118.756995 + Penalty 4643.695160 = -1771475.061835
  nChanged 3
		SP:Iteration 35Q (3494.260000 sec): 3 clusters
  Score: Raw -1776121.632799 + Penalty 4643.695160 = -1771477.937639
  nChanged 4
		SP:Iteration 36Q (3494.290000 sec): 3 clusters
  Score: Raw -1776125.087929 + Penalty 4643.695160 = -1771481.392769
  nChanged 5
		SP:Iteration 37Q (3494.320000 sec): 3 clusters
  Score: Raw -1776128.152522 + Penalty 4643.695160 = -1771484.457362
  nChanged 4
		SP:Iteration 38Q (3494.350000 sec): 3 clusters
  Score: Raw -1776131.240667 + Penalty 4643.695160 = -1771487.545507
  nChanged 4
		SP:Iteration 39Q (3494.380000 sec): 3 clusters
  Score: Raw -1776135.311322 + Penalty 4643.695160 = -1771491.616163
  nChanged 8
		SP:Iteration 40F (3494.420000 sec): 3 clusters
  Score: Raw -1776144.341441 + Penalty 4643.695160 = -1771500.646281
  nChanged 7
		SP:Iteration 41Q (3494.460000 sec): 3 clusters
  Score: Raw -1776150.515003 + Penalty 4643.695160 = -1771506.819843
  nChanged 9
		SP:Iteration 42Q (3494.490000 sec): 3 clusters
  Score: Raw -1776159.322617 + Penalty 4643.695160 = -1771515.627457
  nChanged 10
		SP:Iteration 43Q (3494.520000 sec): 3 clusters
  Score: Raw -1776166.142692 + Penalty 4643.695160 = -1771522.447532
  nChanged 9
		SP:Iteration 44Q (3494.550000 sec): 3 clusters
  Score: Raw -1776173.931682 + Penalty 4643.695160 = -1771530.236522
  nChanged 5
		SP:Iteration 45Q (3494.580000 sec): 3 clusters
  Score: Raw -1776178.352019 + Penalty 4643.695160 = -1771534.656860
  nChanged 3
		SP:Iteration 46Q (3494.610000 sec): 3 clusters
  Score: Raw -1776180.801468 + Penalty 4643.695160 = -1771537.106308
  nChanged 2
		SP:Iteration 47Q (3494.640000 sec): 3 clusters
  Score: Raw -1776181.404776 + Penalty 4643.695160 = -1771537.709616
  nChanged 2
		SP:Iteration 48Q (3494.670000 sec): 3 clusters
  Score: Raw -1776182.629039 + Penalty 4643.695160 = -1771538.933880
  nChanged 1
		SP:Iteration 49Q (3494.700000 sec): 3 clusters
  Score: Raw -1776183.107349 + Penalty 4643.695160 = -1771539.412189
  nChanged 0
		SP:Iteration 50F (3494.740000 sec): 3 clusters
  Score: Raw -1776183.107349 + Penalty 4643.695160 = -1771539.412189
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (3739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3494.760000 sec): 2 clusters
  Score: Raw -535116.653320 + Penalty 2040.190222 = -533076.463098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3494.780000 sec): 3 clusters
  Score: Raw -533404.240726 + Penalty 4080.380444 = -529323.860282
  nChanged 1370
		SP:Iteration 1F (3494.790000 sec): 3 clusters
  Score: Raw -534217.766365 + Penalty 4080.380444 = -530137.385921
  nChanged 289
		SP:Iteration 2F (3494.800000 sec): 3 clusters
  Score: Raw -534396.673813 + Penalty 4080.380444 = -530316.293369
  nChanged 183
		SP:Iteration 3Q (3494.820000 sec): 3 clusters
  Score: Raw -534506.882224 + Penalty 4080.380444 = -530426.501780
  nChanged 125
		SP:Iteration 4Q (3494.830000 sec): 3 clusters
  Score: Raw -534589.410770 + Penalty 4080.380444 = -530509.030326
  nChanged 118
		SP:Iteration 5Q (3494.840000 sec): 3 clusters
  Score: Raw -534663.580725 + Penalty 4080.380444 = -530583.200281
  nChanged 91
		SP:Iteration 6Q (3494.860000 sec): 3 clusters
  Score: Raw -534722.845294 + Penalty 4080.380444 = -530642.464850
  nChanged 93
		SP:Iteration 7Q (3494.870000 sec): 3 clusters
  Score: Raw -534778.997496 + Penalty 4080.380444 = -530698.617053
  nChanged 72
		SP:Iteration 8Q (3494.880000 sec): 3 clusters
  Score: Raw -534816.093800 + Penalty 4080.380444 = -530735.713356
  nChanged 65
		SP:Iteration 9Q (3494.900000 sec): 3 clusters
  Score: Raw -534852.733189 + Penalty 4080.380444 = -530772.352746
  nChanged 69
		SP:Iteration 10Q (3494.910000 sec): 3 clusters
  Score: Raw -534886.207484 + Penalty 4080.380444 = -530805.827040
  nChanged 59
		SP:Iteration 11Q (3494.930000 sec): 3 clusters
  Score: Raw -534919.649939 + Penalty 4080.380444 = -530839.269495
  nChanged 57
		SP:Iteration 12Q (3494.940000 sec): 3 clusters
  Score: Raw -534957.747611 + Penalty 4080.380444 = -530877.367167
  nChanged 68
		SP:Iteration 13Q (3494.950000 sec): 3 clusters
  Score: Raw -534993.875328 + Penalty 4080.380444 = -530913.494884
  nChanged 55
		SP:Iteration 14Q (3494.970000 sec): 3 clusters
  Score: Raw -535021.612304 + Penalty 4080.380444 = -530941.231861
  nChanged 46
		SP:Iteration 15Q (3494.980000 sec): 3 clusters
  Score: Raw -535043.650766 + Penalty 4080.380444 = -530963.270322
  nChanged 36
		SP:Iteration 16Q (3495.000000 sec): 3 clusters
  Score: Raw -535061.008065 + Penalty 4080.380444 = -530980.627622
  nChanged 36
		SP:Iteration 17Q (3495.010000 sec): 3 clusters
  Score: Raw -535079.471315 + Penalty 4080.380444 = -530999.090871
  nChanged 41
		SP:Iteration 18Q (3495.020000 sec): 3 clusters
  Score: Raw -535098.762570 + Penalty 4080.380444 = -531018.382127
  nChanged 30
		SP:Iteration 19Q (3495.040000 sec): 3 clusters
  Score: Raw -535114.970664 + Penalty 4080.380444 = -531034.590220
  nChanged 27
		SP:Iteration 20F (3495.050000 sec): 3 clusters
  Score: Raw -535127.106083 + Penalty 4080.380444 = -531046.725639
  nChanged 29
		SP:Iteration 21Q (3495.060000 sec): 3 clusters
  Score: Raw -535138.662411 + Penalty 4080.380444 = -531058.281967
  nChanged 22
		SP:Iteration 22Q (3495.080000 sec): 3 clusters
  Score: Raw -535147.950119 + Penalty 4080.380444 = -531067.569675
  nChanged 18
		SP:Iteration 23Q (3495.090000 sec): 3 clusters
  Score: Raw -535155.515111 + Penalty 4080.380444 = -531075.134667
  nChanged 10
		SP:Iteration 24Q (3495.100000 sec): 3 clusters
  Score: Raw -535159.133394 + Penalty 4080.380444 = -531078.752950
  nChanged 9
		SP:Iteration 25Q (3495.120000 sec): 3 clusters
  Score: Raw -535164.074245 + Penalty 4080.380444 = -531083.693801
  nChanged 14
		SP:Iteration 26Q (3495.130000 sec): 3 clusters
  Score: Raw -535169.985440 + Penalty 4080.380444 = -531089.604996
  nChanged 9
		SP:Iteration 27Q (3495.140000 sec): 3 clusters
  Score: Raw -535173.420759 + Penalty 4080.380444 = -531093.040315
  nChanged 11
		SP:Iteration 28Q (3495.160000 sec): 3 clusters
  Score: Raw -535177.758599 + Penalty 4080.380444 = -531097.378156
  nChanged 10
		SP:Iteration 29Q (3495.170000 sec): 3 clusters
  Score: Raw -535181.917573 + Penalty 4080.380444 = -531101.537129
  nChanged 7
		SP:Iteration 30Q (3495.180000 sec): 3 clusters
  Score: Raw -535183.831558 + Penalty 4080.380444 = -531103.451114
  nChanged 3
		SP:Iteration 31Q (3495.200000 sec): 3 clusters
  Score: Raw -535184.345969 + Penalty 4080.380444 = -531103.965526
  nChanged 2
		SP:Iteration 32Q (3495.210000 sec): 3 clusters
  Score: Raw -535184.864185 + Penalty 4080.380444 = -531104.483741
  nChanged 2
		SP:Iteration 33Q (3495.220000 sec): 3 clusters
  Score: Raw -535185.555318 + Penalty 4080.380444 = -531105.174875
  nChanged 2
		SP:Iteration 34Q (3495.240000 sec): 3 clusters
  Score: Raw -535186.035851 + Penalty 4080.380444 = -531105.655408
  nChanged 2
		SP:Iteration 35Q (3495.250000 sec): 3 clusters
  Score: Raw -535186.519351 + Penalty 4080.380444 = -531106.138908
  nChanged 2
		SP:Iteration 36Q (3495.260000 sec): 3 clusters
  Score: Raw -535187.081459 + Penalty 4080.380444 = -531106.701015
  nChanged 2
		SP:Iteration 37Q (3495.280000 sec): 3 clusters
  Score: Raw -535187.657510 + Penalty 4080.380444 = -531107.277067
  nChanged 2
		SP:Iteration 38Q (3495.290000 sec): 3 clusters
  Score: Raw -535188.147179 + Penalty 4080.380444 = -531107.766735
  nChanged 1
		SP:Iteration 39Q (3495.300000 sec): 3 clusters
  Score: Raw -535188.325544 + Penalty 4080.380444 = -531107.945100
  nChanged 0
		SP:Iteration 40F (3495.320000 sec): 3 clusters
  Score: Raw -535188.325544 + Penalty 4080.380444 = -531107.945100
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3495.320000 sec): 2 clusters
  Score: Raw -27239.942278 + Penalty 1352.919637 = -25887.022641
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3495.320000 sec): 3 clusters
  Score: Raw -27430.504619 + Penalty 2705.839273 = -24724.665346
  nChanged 34
		SP:Iteration 1F (3495.320000 sec): 3 clusters
  Score: Raw -27595.717535 + Penalty 2705.839273 = -24889.878262
  nChanged 9
		SP:Iteration 2Q (3495.330000 sec): 3 clusters
  Score: Raw -27652.306241 + Penalty 2705.839273 = -24946.466968
  nChanged 6
		SP:Iteration 3Q (3495.330000 sec): 3 clusters
  Score: Raw -27696.309533 + Penalty 2705.839273 = -24990.470260
  nChanged 4
		SP:Iteration 4Q (3495.330000 sec): 3 clusters
  Score: Raw -27727.513351 + Penalty 2705.839273 = -25021.674078
  nChanged 4
		SP:Iteration 5Q (3495.330000 sec): 3 clusters
  Score: Raw -27788.116136 + Penalty 2705.839273 = -25082.276862
  nChanged 6
		SP:Iteration 6Q (3495.330000 sec): 3 clusters
  Score: Raw -27858.677525 + Penalty 2705.839273 = -25152.838252
  nChanged 7
		SP:Iteration 7Q (3495.330000 sec): 3 clusters
  Score: Raw -27887.880016 + Penalty 2705.839273 = -25182.040743
  nChanged 4
		SP:Iteration 8Q (3495.330000 sec): 3 clusters
  Score: Raw -27903.923793 + Penalty 2705.839273 = -25198.084520
  nChanged 4
		SP:Iteration 9Q (3495.330000 sec): 3 clusters
  Score: Raw -27931.391665 + Penalty 2705.839273 = -25225.552392
  nChanged 4
		SP:Iteration 10Q (3495.330000 sec): 3 clusters
  Score: Raw -27952.616598 + Penalty 2705.839273 = -25246.777325
  nChanged 3
		SP:Iteration 11Q (3495.330000 sec): 3 clusters
  Score: Raw -27966.692760 + Penalty 2705.839273 = -25260.853487
  nChanged 1
		SP:Iteration 12Q (3495.340000 sec): 3 clusters
  Score: Raw -27970.203400 + Penalty 2705.839273 = -25264.364126
  nChanged 0
		SP:Iteration 13F (3495.340000 sec): 3 clusters
  Score: Raw -27970.746959 + Penalty 2705.839273 = -25264.907686
  nChanged 1
		SP:Iteration 14Q (3495.340000 sec): 3 clusters
  Score: Raw -27976.755456 + Penalty 2705.839273 = -25270.916183
  nChanged 1
		SP:Iteration 15Q (3495.340000 sec): 3 clusters
  Score: Raw -28018.494746 + Penalty 2705.839273 = -25312.655473
  nChanged 2
		SP:Iteration 16Q (3495.340000 sec): 3 clusters
  Score: Raw -28042.882298 + Penalty 2705.839273 = -25337.043025
  nChanged 4
		SP:Iteration 17Q (3495.340000 sec): 3 clusters
  Score: Raw -28122.233077 + Penalty 2705.839273 = -25416.393803
  nChanged 2
		SP:Iteration 18Q (3495.340000 sec): 3 clusters
  Score: Raw -28141.934667 + Penalty 2705.839273 = -25436.095394
  nChanged 2
		SP:Iteration 19Q (3495.340000 sec): 3 clusters
  Score: Raw -28160.883179 + Penalty 2705.839273 = -25455.043906
  nChanged 0
		SP:Iteration 20F (3495.340000 sec): 3 clusters
  Score: Raw -28160.883179 + Penalty 2705.839273 = -25455.043906
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (30932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3495.450000 sec): 2 clusters
  Score: Raw -4515613.196611 + Penalty 2564.207538 = -4513048.989073
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3495.560000 sec): 3 clusters
  Score: Raw -4497035.056717 + Penalty 5128.415077 = -4491906.641641
  nChanged 13959
		SP:Iteration 1F (3495.680000 sec): 3 clusters
  Score: Raw -4504667.602188 + Penalty 5128.415077 = -4499539.187112
  nChanged 1557
		SP:Iteration 2F (3495.790000 sec): 3 clusters
  Score: Raw -4505295.828434 + Penalty 5128.415077 = -4500167.413357
  nChanged 1502
		SP:Iteration 3Q (3495.910000 sec): 3 clusters
  Score: Raw -4506029.809894 + Penalty 5128.415077 = -4500901.394817
  nChanged 1573
		SP:Iteration 4F (3496.030000 sec): 3 clusters
  Score: Raw -4506895.243209 + Penalty 5128.415077 = -4501766.828132
  nChanged 1681
		SP:Iteration 5F (3496.150000 sec): 3 clusters
  Score: Raw -4507902.741103 + Penalty 5128.415077 = -4502774.326027
  nChanged 1727
		SP:Iteration 6F (3496.260000 sec): 3 clusters
  Score: Raw -4508920.344609 + Penalty 5128.415077 = -4503791.929532
  nChanged 1724
		SP:Iteration 7F (3496.370000 sec): 3 clusters
  Score: Raw -4509856.163092 + Penalty 5128.415077 = -4504727.748015
  nChanged 1637
		SP:Iteration 8F (3496.490000 sec): 3 clusters
  Score: Raw -4510704.120384 + Penalty 5128.415077 = -4505575.705307
  nChanged 1380
		SP:Iteration 9Q (3496.600000 sec): 3 clusters
  Score: Raw -4511289.402144 + Penalty 5128.415077 = -4506160.987067
  nChanged 1072
		SP:Iteration 10Q (3496.720000 sec): 3 clusters
  Score: Raw -4511665.086992 + Penalty 5128.415077 = -4506536.671915
  nChanged 839
		SP:Iteration 11Q (3496.830000 sec): 3 clusters
  Score: Raw -4511923.549989 + Penalty 5128.415077 = -4506795.134913
  nChanged 615
		SP:Iteration 12Q (3496.950000 sec): 3 clusters
  Score: Raw -4512088.948762 + Penalty 5128.415077 = -4506960.533686
  nChanged 511
		SP:Iteration 13Q (3497.060000 sec): 3 clusters
  Score: Raw -4512212.668483 + Penalty 5128.415077 = -4507084.253406
  nChanged 402
		SP:Iteration 14Q (3497.170000 sec): 3 clusters
  Score: Raw -4512309.048174 + Penalty 5128.415077 = -4507180.633097
  nChanged 337
		SP:Iteration 15Q (3497.290000 sec): 3 clusters
  Score: Raw -4512399.969655 + Penalty 5128.415077 = -4507271.554578
  nChanged 313
		SP:Iteration 16Q (3497.400000 sec): 3 clusters
  Score: Raw -4512478.519262 + Penalty 5128.415077 = -4507350.104185
  nChanged 285
		SP:Iteration 17Q (3497.510000 sec): 3 clusters
  Score: Raw -4512543.743270 + Penalty 5128.415077 = -4507415.328193
  nChanged 247
		SP:Iteration 18Q (3497.630000 sec): 3 clusters
  Score: Raw -4512588.374477 + Penalty 5128.415077 = -4507459.959400
  nChanged 213
		SP:Iteration 19Q (3497.740000 sec): 3 clusters
  Score: Raw -4512619.563049 + Penalty 5128.415077 = -4507491.147972
  nChanged 165
		SP:Iteration 20F (3497.860000 sec): 3 clusters
  Score: Raw -4512644.388129 + Penalty 5128.415077 = -4507515.973052
  nChanged 155
		SP:Iteration 21Q (3497.970000 sec): 3 clusters
  Score: Raw -4512667.688303 + Penalty 5128.415077 = -4507539.273227
  nChanged 149
		SP:Iteration 22Q (3498.090000 sec): 3 clusters
  Score: Raw -4512688.548813 + Penalty 5128.415077 = -4507560.133736
  nChanged 135
		SP:Iteration 23Q (3498.200000 sec): 3 clusters
  Score: Raw -4512709.837977 + Penalty 5128.415077 = -4507581.422900
  nChanged 141
		SP:Iteration 24Q (3498.310000 sec): 3 clusters
  Score: Raw -4512732.918893 + Penalty 5128.415077 = -4507604.503816
  nChanged 141
		SP:Iteration 25Q (3498.430000 sec): 3 clusters
  Score: Raw -4512755.819892 + Penalty 5128.415077 = -4507627.404815
  nChanged 149
		SP:Iteration 26Q (3498.550000 sec): 3 clusters
  Score: Raw -4512782.546231 + Penalty 5128.415077 = -4507654.131155
  nChanged 146
		SP:Iteration 27Q (3498.660000 sec): 3 clusters
  Score: Raw -4512811.967353 + Penalty 5128.415077 = -4507683.552276
  nChanged 157
		SP:Iteration 28Q (3498.770000 sec): 3 clusters
  Score: Raw -4512840.928580 + Penalty 5128.415077 = -4507712.513503
  nChanged 159
		SP:Iteration 29Q (3498.890000 sec): 3 clusters
  Score: Raw -4512866.780914 + Penalty 5128.415077 = -4507738.365837
  nChanged 154
		SP:Iteration 30Q (3499.000000 sec): 3 clusters
  Score: Raw -4512888.606173 + Penalty 5128.415077 = -4507760.191096
  nChanged 111
		SP:Iteration 31Q (3499.110000 sec): 3 clusters
  Score: Raw -4512901.909881 + Penalty 5128.415077 = -4507773.494805
  nChanged 117
		SP:Iteration 32Q (3499.230000 sec): 3 clusters
  Score: Raw -4512914.577123 + Penalty 5128.415077 = -4507786.162046
  nChanged 101
		SP:Iteration 33Q (3499.340000 sec): 3 clusters
  Score: Raw -4512925.978640 + Penalty 5128.415077 = -4507797.563564
  nChanged 106
		SP:Iteration 34Q (3499.450000 sec): 3 clusters
  Score: Raw -4512938.088433 + Penalty 5128.415077 = -4507809.673356
  nChanged 107
		SP:Iteration 35Q (3499.570000 sec): 3 clusters
  Score: Raw -4512949.409526 + Penalty 5128.415077 = -4507820.994449
  nChanged 105
		SP:Iteration 36Q (3499.680000 sec): 3 clusters
  Score: Raw -4512959.966686 + Penalty 5128.415077 = -4507831.551609
  nChanged 113
		SP:Iteration 37Q (3499.790000 sec): 3 clusters
  Score: Raw -4512972.400492 + Penalty 5128.415077 = -4507843.985416
  nChanged 122
		SP:Iteration 38Q (3499.910000 sec): 3 clusters
  Score: Raw -4512986.035205 + Penalty 5128.415077 = -4507857.620128
  nChanged 130
		SP:Iteration 39Q (3500.020000 sec): 3 clusters
  Score: Raw -4513001.135163 + Penalty 5128.415077 = -4507872.720087
  nChanged 145
		SP:Iteration 40F (3500.130000 sec): 3 clusters
  Score: Raw -4513017.370742 + Penalty 5128.415077 = -4507888.955666
  nChanged 143
		SP:Iteration 41Q (3500.250000 sec): 3 clusters
  Score: Raw -4513034.952572 + Penalty 5128.415077 = -4507906.537495
  nChanged 141
		SP:Iteration 42Q (3500.370000 sec): 3 clusters
  Score: Raw -4513052.834346 + Penalty 5128.415077 = -4507924.419270
  nChanged 134
		SP:Iteration 43Q (3500.480000 sec): 3 clusters
  Score: Raw -4513067.827134 + Penalty 5128.415077 = -4507939.412057
  nChanged 140
		SP:Iteration 44Q (3500.590000 sec): 3 clusters
  Score: Raw -4513084.991961 + Penalty 5128.415077 = -4507956.576885
  nChanged 156
		SP:Iteration 45Q (3500.710000 sec): 3 clusters
  Score: Raw -4513106.054160 + Penalty 5128.415077 = -4507977.639084
  nChanged 173
		SP:Iteration 46Q (3500.820000 sec): 3 clusters
  Score: Raw -4513131.070251 + Penalty 5128.415077 = -4508002.655174
  nChanged 165
		SP:Iteration 47Q (3500.930000 sec): 3 clusters
  Score: Raw -4513155.825232 + Penalty 5128.415077 = -4508027.410156
  nChanged 168
		SP:Iteration 48Q (3501.050000 sec): 3 clusters
  Score: Raw -4513181.713989 + Penalty 5128.415077 = -4508053.298913
  nChanged 189
		SP:Iteration 49Q (3501.170000 sec): 3 clusters
  Score: Raw -4513210.687242 + Penalty 5128.415077 = -4508082.272165
  nChanged 191
		SP:Iteration 50Q (3501.280000 sec): 3 clusters
  Score: Raw -4513241.337849 + Penalty 5128.415077 = -4508112.922773
  nChanged 203
		SP:Iteration 51Q (3501.390000 sec): 3 clusters
  Score: Raw -4513277.973030 + Penalty 5128.415077 = -4508149.557953
  nChanged 246
		SP:Iteration 52Q (3501.510000 sec): 3 clusters
  Score: Raw -4513326.006536 + Penalty 5128.415077 = -4508197.591459
  nChanged 292
		SP:Iteration 53Q (3501.620000 sec): 3 clusters
  Score: Raw -4513394.911454 + Penalty 5128.415077 = -4508266.496378
  nChanged 342
		SP:Iteration 54Q (3501.740000 sec): 3 clusters
  Score: Raw -4513482.344537 + Penalty 5128.415077 = -4508353.929461
  nChanged 388
		SP:Iteration 55Q (3501.850000 sec): 3 clusters
  Score: Raw -4513592.817540 + Penalty 5128.415077 = -4508464.402464
  nChanged 408
		SP:Iteration 56Q (3501.960000 sec): 3 clusters
  Score: Raw -4513718.072979 + Penalty 5128.415077 = -4508589.657902
  nChanged 430
		SP:Iteration 57Q (3502.080000 sec): 3 clusters
  Score: Raw -4513870.634345 + Penalty 5128.415077 = -4508742.219268
  nChanged 439
		SP:Iteration 58Q (3502.190000 sec): 3 clusters
  Score: Raw -4514055.632843 + Penalty 5128.415077 = -4508927.217766
  nChanged 533
		SP:Iteration 59Q (3502.300000 sec): 3 clusters
  Score: Raw -4514351.556912 + Penalty 5128.415077 = -4509223.141835
  nChanged 556
		SP:Iteration 60F (3502.420000 sec): 3 clusters
  Score: Raw -4514786.507611 + Penalty 5128.415077 = -4509658.092534
  nChanged 606
		SP:Iteration 61Q (3502.530000 sec): 3 clusters
  Score: Raw -4515508.250233 + Penalty 5128.415077 = -4510379.835156
  nChanged 424
		SP:Iteration 62Q (3502.630000 sec): 3 clusters
  Score: Raw -4516054.430366 + Penalty 5128.415077 = -4510926.015290
  nChanged 329
		SP:Iteration 63Q (3502.730000 sec): 3 clusters
  Score: Raw -4516329.026877 + Penalty 5128.415077 = -4511200.611800
  nChanged 252
		SP:Iteration 64Q (3502.830000 sec): 3 clusters
  Score: Raw -4516464.164222 + Penalty 5128.415077 = -4511335.749146
  nChanged 164
		SP:Iteration 65Q (3502.920000 sec): 3 clusters
  Score: Raw -4516531.803511 + Penalty 5128.415077 = -4511403.388434
  nChanged 145
		SP:Iteration 66Q (3503.010000 sec): 3 clusters
  Score: Raw -4516580.765057 + Penalty 5128.415077 = -4511452.349980
  nChanged 116
		SP:Iteration 67Q (3503.100000 sec): 3 clusters
  Score: Raw -4516618.250250 + Penalty 5128.415077 = -4511489.835173
  nChanged 91
		SP:Iteration 68Q (3503.190000 sec): 3 clusters
  Score: Raw -4516645.949801 + Penalty 5128.415077 = -4511517.534724
  nChanged 65
		SP:Iteration 69Q (3503.280000 sec): 3 clusters
  Score: Raw -4516661.870453 + Penalty 5128.415077 = -4511533.455376
  nChanged 39
		SP:Iteration 70Q (3503.370000 sec): 3 clusters
  Score: Raw -4516671.246946 + Penalty 5128.415077 = -4511542.831869
  nChanged 40
		SP:Iteration 71Q (3503.460000 sec): 3 clusters
  Score: Raw -4516681.181229 + Penalty 5128.415077 = -4511552.766153
  nChanged 36
		SP:Iteration 72Q (3503.550000 sec): 3 clusters
  Score: Raw -4516688.559816 + Penalty 5128.415077 = -4511560.144739
  nChanged 29
		SP:Iteration 73Q (3503.640000 sec): 3 clusters
  Score: Raw -4516693.594634 + Penalty 5128.415077 = -4511565.179558
  nChanged 21
		SP:Iteration 74Q (3503.730000 sec): 3 clusters
  Score: Raw -4516697.465271 + Penalty 5128.415077 = -4511569.050194
  nChanged 21
		SP:Iteration 75Q (3503.810000 sec): 3 clusters
  Score: Raw -4516701.531499 + Penalty 5128.415077 = -4511573.116422
  nChanged 15
		SP:Iteration 76Q (3503.900000 sec): 3 clusters
  Score: Raw -4516703.238041 + Penalty 5128.415077 = -4511574.822964
  nChanged 9
		SP:Iteration 77Q (3503.990000 sec): 3 clusters
  Score: Raw -4516704.829002 + Penalty 5128.415077 = -4511576.413925
  nChanged 10
		SP:Iteration 78Q (3504.080000 sec): 3 clusters
  Score: Raw -4516707.003528 + Penalty 5128.415077 = -4511578.588451
  nChanged 11
		SP:Iteration 79Q (3504.170000 sec): 3 clusters
  Score: Raw -4516709.188541 + Penalty 5128.415077 = -4511580.773464
  nChanged 13
		SP:Iteration 80F (3504.280000 sec): 3 clusters
  Score: Raw -4516711.777273 + Penalty 5128.415077 = -4511583.362197
  nChanged 21
		SP:Iteration 81Q (3504.370000 sec): 3 clusters
  Score: Raw -4516716.348567 + Penalty 5128.415077 = -4511587.933490
  nChanged 20
		SP:Iteration 82Q (3504.460000 sec): 3 clusters
  Score: Raw -4516720.970894 + Penalty 5128.415077 = -4511592.555817
  nChanged 15
		SP:Iteration 83Q (3504.550000 sec): 3 clusters
  Score: Raw -4516723.326798 + Penalty 5128.415077 = -4511594.911721
  nChanged 13
		SP:Iteration 84Q (3504.630000 sec): 3 clusters
  Score: Raw -4516725.571359 + Penalty 5128.415077 = -4511597.156282
  nChanged 8
		SP:Iteration 85Q (3504.730000 sec): 3 clusters
  Score: Raw -4516726.928192 + Penalty 5128.415077 = -4511598.513115
  nChanged 9
		SP:Iteration 86Q (3504.810000 sec): 3 clusters
  Score: Raw -4516728.492613 + Penalty 5128.415077 = -4511600.077536
  nChanged 12
		SP:Iteration 87Q (3504.900000 sec): 3 clusters
  Score: Raw -4516730.763428 + Penalty 5128.415077 = -4511602.348351
  nChanged 14
		SP:Iteration 88Q (3504.990000 sec): 3 clusters
  Score: Raw -4516733.357804 + Penalty 5128.415077 = -4511604.942727
  nChanged 11
		SP:Iteration 89Q (3505.080000 sec): 3 clusters
  Score: Raw -4516735.475113 + Penalty 5128.415077 = -4511607.060037
  nChanged 17
		SP:Iteration 90Q (3505.170000 sec): 3 clusters
  Score: Raw -4516738.574538 + Penalty 5128.415077 = -4511610.159461
  nChanged 15
		SP:Iteration 91Q (3505.260000 sec): 3 clusters
  Score: Raw -4516741.562490 + Penalty 5128.415077 = -4511613.147413
  nChanged 7
		SP:Iteration 92Q (3505.340000 sec): 3 clusters
  Score: Raw -4516742.703125 + Penalty 5128.415077 = -4511614.288048
  nChanged 8
		SP:Iteration 93Q (3505.430000 sec): 3 clusters
  Score: Raw -4516744.173487 + Penalty 5128.415077 = -4511615.758410
  nChanged 7
		SP:Iteration 94Q (3505.520000 sec): 3 clusters
  Score: Raw -4516745.641447 + Penalty 5128.415077 = -4511617.226370
  nChanged 8
		SP:Iteration 95Q (3505.600000 sec): 3 clusters
  Score: Raw -4516746.830187 + Penalty 5128.415077 = -4511618.415110
  nChanged 5
		SP:Iteration 96Q (3505.690000 sec): 3 clusters
  Score: Raw -4516747.605149 + Penalty 5128.415077 = -4511619.190073
  nChanged 4
		SP:Iteration 97Q (3505.780000 sec): 3 clusters
  Score: Raw -4516748.424346 + Penalty 5128.415077 = -4511620.009269
  nChanged 2
		SP:Iteration 98Q (3505.870000 sec): 3 clusters
  Score: Raw -4516748.579806 + Penalty 5128.415077 = -4511620.164730
  nChanged 0
		SP:Iteration 99F (3505.980000 sec): 3 clusters
  Score: Raw -4516748.579806 + Penalty 5128.415077 = -4511620.164730
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3505.990000 sec): 2 clusters
  Score: Raw -32701.428481 + Penalty 1345.387604 = -31356.040876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3505.990000 sec): 3 clusters
  Score: Raw -33213.393600 + Penalty 2690.775209 = -30522.618392
  nChanged 39
		SP:Iteration 1F (3505.990000 sec): 3 clusters
  Score: Raw -33416.206491 + Penalty 2690.775209 = -30725.431282
  nChanged 18
		SP:Iteration 2F (3505.990000 sec): 3 clusters
  Score: Raw -33503.259242 + Penalty 2690.775209 = -30812.484033
  nChanged 8
		SP:Iteration 3Q (3505.990000 sec): 3 clusters
  Score: Raw -33611.126575 + Penalty 2690.775209 = -30920.351367
  nChanged 5
		SP:Iteration 4Q (3506.000000 sec): 3 clusters
  Score: Raw -33665.492855 + Penalty 2690.775209 = -30974.717647
  nChanged 3
		SP:Iteration 5Q (3506.000000 sec): 3 clusters
  Score: Raw -33739.002657 + Penalty 2690.775209 = -31048.227448
  nChanged 0
		SP:Iteration 6F (3506.000000 sec): 3 clusters
  Score: Raw -33739.002657 + Penalty 2690.775209 = -31048.227448
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 23 (608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.000000 sec): 2 clusters
  Score: Raw -81594.403659 + Penalty 1589.723371 = -80004.680288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3506.010000 sec): 3 clusters
  Score: Raw -81595.408288 + Penalty 3179.446741 = -78415.961546
  nChanged 123
		SP:Iteration 1F (3506.010000 sec): 3 clusters
  Score: Raw -81811.106173 + Penalty 3179.446741 = -78631.659431
  nChanged 26
		SP:Iteration 2Q (3506.010000 sec): 3 clusters
  Score: Raw -81882.378766 + Penalty 3179.446741 = -78702.932024
  nChanged 15
		SP:Iteration 3Q (3506.010000 sec): 3 clusters
  Score: Raw -81912.430906 + Penalty 3179.446741 = -78732.984165
  nChanged 9
		SP:Iteration 4Q (3506.010000 sec): 3 clusters
  Score: Raw -81929.914218 + Penalty 3179.446741 = -78750.467477
  nChanged 8
		SP:Iteration 5Q (3506.010000 sec): 3 clusters
  Score: Raw -81942.595795 + Penalty 3179.446741 = -78763.149053
  nChanged 6
		SP:Iteration 6Q (3506.020000 sec): 3 clusters
  Score: Raw -81949.917834 + Penalty 3179.446741 = -78770.471092
  nChanged 2
		SP:Iteration 7Q (3506.020000 sec): 3 clusters
  Score: Raw -81953.617377 + Penalty 3179.446741 = -78774.170636
  nChanged 1
		SP:Iteration 8Q (3506.020000 sec): 3 clusters
  Score: Raw -81957.008788 + Penalty 3179.446741 = -78777.562046
  nChanged 1
		SP:Iteration 9Q (3506.020000 sec): 3 clusters
  Score: Raw -81958.365739 + Penalty 3179.446741 = -78778.918997
  nChanged 1
		SP:Iteration 10Q (3506.030000 sec): 3 clusters
  Score: Raw -81963.859269 + Penalty 3179.446741 = -78784.412527
  nChanged 4
		SP:Iteration 11Q (3506.030000 sec): 3 clusters
  Score: Raw -81972.604563 + Penalty 3179.446741 = -78793.157822
  nChanged 3
		SP:Iteration 12Q (3506.030000 sec): 3 clusters
  Score: Raw -81981.791416 + Penalty 3179.446741 = -78802.344674
  nChanged 5
		SP:Iteration 13Q (3506.030000 sec): 3 clusters
  Score: Raw -81995.534638 + Penalty 3179.446741 = -78816.087896
  nChanged 6
		SP:Iteration 14Q (3506.030000 sec): 3 clusters
  Score: Raw -82010.293789 + Penalty 3179.446741 = -78830.847047
  nChanged 7
		SP:Iteration 15Q (3506.040000 sec): 3 clusters
  Score: Raw -82024.950957 + Penalty 3179.446741 = -78845.504215
  nChanged 3
		SP:Iteration 16Q (3506.040000 sec): 3 clusters
  Score: Raw -82030.698960 + Penalty 3179.446741 = -78851.252219
  nChanged 1
		SP:Iteration 17Q (3506.040000 sec): 3 clusters
  Score: Raw -82032.407954 + Penalty 3179.446741 = -78852.961213
  nChanged 0
		SP:Iteration 18F (3506.040000 sec): 3 clusters
  Score: Raw -82032.407954 + Penalty 3179.446741 = -78852.961213
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.050000 sec): 2 clusters
  Score: Raw -257351.790429 + Penalty 1857.789723 = -255494.000706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3506.060000 sec): 3 clusters
  Score: Raw -256710.368796 + Penalty 3715.579446 = -252994.789350
  nChanged 543
		SP:Iteration 1F (3506.070000 sec): 3 clusters
  Score: Raw -257112.280154 + Penalty 3715.579446 = -253396.700708
  nChanged 114
		SP:Iteration 2F (3506.070000 sec): 3 clusters
  Score: Raw -257214.868777 + Penalty 3715.579446 = -253499.289330
  nChanged 69
		SP:Iteration 3Q (3506.080000 sec): 3 clusters
  Score: Raw -257264.404490 + Penalty 3715.579446 = -253548.825044
  nChanged 40
		SP:Iteration 4Q (3506.080000 sec): 3 clusters
  Score: Raw -257296.602308 + Penalty 3715.579446 = -253581.022862
  nChanged 33
		SP:Iteration 5Q (3506.090000 sec): 3 clusters
  Score: Raw -257327.430312 + Penalty 3715.579446 = -253611.850865
  nChanged 26
		SP:Iteration 6Q (3506.100000 sec): 3 clusters
  Score: Raw -257344.697808 + Penalty 3715.579446 = -253629.118362
  nChanged 21
		SP:Iteration 7Q (3506.100000 sec): 3 clusters
  Score: Raw -257359.560384 + Penalty 3715.579446 = -253643.980938
  nChanged 18
		SP:Iteration 8Q (3506.110000 sec): 3 clusters
  Score: Raw -257374.790280 + Penalty 3715.579446 = -253659.210833
  nChanged 18
		SP:Iteration 9Q (3506.110000 sec): 3 clusters
  Score: Raw -257386.417682 + Penalty 3715.579446 = -253670.838235
  nChanged 13
		SP:Iteration 10Q (3506.120000 sec): 3 clusters
  Score: Raw -257396.229732 + Penalty 3715.579446 = -253680.650286
  nChanged 9
		SP:Iteration 11Q (3506.130000 sec): 3 clusters
  Score: Raw -257405.952630 + Penalty 3715.579446 = -253690.373184
  nChanged 9
		SP:Iteration 12Q (3506.130000 sec): 3 clusters
  Score: Raw -257411.208475 + Penalty 3715.579446 = -253695.629029
  nChanged 8
		SP:Iteration 13Q (3506.140000 sec): 3 clusters
  Score: Raw -257414.908881 + Penalty 3715.579446 = -253699.329435
  nChanged 7
		SP:Iteration 14Q (3506.150000 sec): 3 clusters
  Score: Raw -257421.033115 + Penalty 3715.579446 = -253705.453669
  nChanged 4
		SP:Iteration 15Q (3506.150000 sec): 3 clusters
  Score: Raw -257424.097084 + Penalty 3715.579446 = -253708.517638
  nChanged 4
		SP:Iteration 16Q (3506.160000 sec): 3 clusters
  Score: Raw -257425.587844 + Penalty 3715.579446 = -253710.008398
  nChanged 4
		SP:Iteration 17Q (3506.170000 sec): 3 clusters
  Score: Raw -257427.811350 + Penalty 3715.579446 = -253712.231904
  nChanged 3
		SP:Iteration 18Q (3506.170000 sec): 3 clusters
  Score: Raw -257430.634980 + Penalty 3715.579446 = -253715.055534
  nChanged 3
		SP:Iteration 19Q (3506.180000 sec): 3 clusters
  Score: Raw -257432.776831 + Penalty 3715.579446 = -253717.197385
  nChanged 4
		SP:Iteration 20F (3506.190000 sec): 3 clusters
  Score: Raw -257436.179748 + Penalty 3715.579446 = -253720.600301
  nChanged 9
		SP:Iteration 21Q (3506.190000 sec): 3 clusters
  Score: Raw -257442.983933 + Penalty 3715.579446 = -253727.404486
  nChanged 11
		SP:Iteration 22Q (3506.200000 sec): 3 clusters
  Score: Raw -257448.053723 + Penalty 3715.579446 = -253732.474277
  nChanged 3
		SP:Iteration 23Q (3506.210000 sec): 3 clusters
  Score: Raw -257449.514683 + Penalty 3715.579446 = -253733.935236
  nChanged 3
		SP:Iteration 24Q (3506.210000 sec): 3 clusters
  Score: Raw -257450.886082 + Penalty 3715.579446 = -253735.306636
  nChanged 2
		SP:Iteration 25Q (3506.220000 sec): 3 clusters
  Score: Raw -257451.567220 + Penalty 3715.579446 = -253735.987773
  nChanged 1
		SP:Iteration 26Q (3506.230000 sec): 3 clusters
  Score: Raw -257451.692958 + Penalty 3715.579446 = -253736.113511
  nChanged 0
		SP:Iteration 27F (3506.230000 sec): 3 clusters
  Score: Raw -257451.692958 + Penalty 3715.579446 = -253736.113511
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.230000 sec): 2 clusters
  Score: Raw -14092.726968 + Penalty 1232.513698 = -12860.213270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3506.230000 sec): 3 clusters
  Score: Raw -14592.446370 + Penalty 2465.027397 = -12127.418973
  nChanged 14
		SP:Iteration 1F (3506.230000 sec): 3 clusters
  Score: Raw -14745.681726 + Penalty 2465.027397 = -12280.654329
  nChanged 3
		SP:Iteration 2Q (3506.240000 sec): 3 clusters
  Score: Raw -14771.487884 + Penalty 2465.027397 = -12306.460487
  nChanged 1
		SP:Iteration 3Q (3506.240000 sec): 3 clusters
  Score: Raw -14789.577018 + Penalty 2465.027397 = -12324.549622
  nChanged 0
		SP:Iteration 4F (3506.240000 sec): 3 clusters
  Score: Raw -14789.577018 + Penalty 2465.027397 = -12324.549622
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.240000 sec): 2 clusters
  Score: Raw -51116.540451 + Penalty 1468.551448 = -49647.989003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3506.240000 sec): 3 clusters
  Score: Raw -51201.696368 + Penalty 2937.102896 = -48264.593472
  nChanged 45
		SP:Iteration 1F (3506.250000 sec): 3 clusters
  Score: Raw -51341.637066 + Penalty 2937.102896 = -48404.534170
  nChanged 18
		SP:Iteration 2Q (3506.250000 sec): 3 clusters
  Score: Raw -51414.084325 + Penalty 2937.102896 = -48476.981428
  nChanged 6
		SP:Iteration 3Q (3506.250000 sec): 3 clusters
  Score: Raw -51455.753503 + Penalty 2937.102896 = -48518.650607
  nChanged 6
		SP:Iteration 4Q (3506.250000 sec): 3 clusters
  Score: Raw -51477.897718 + Penalty 2937.102896 = -48540.794821
  nChanged 5
		SP:Iteration 5Q (3506.250000 sec): 3 clusters
  Score: Raw -51496.003237 + Penalty 2937.102896 = -48558.900341
  nChanged 3
		SP:Iteration 6Q (3506.250000 sec): 3 clusters
  Score: Raw -51505.243390 + Penalty 2937.102896 = -48568.140494
  nChanged 1
		SP:Iteration 7Q (3506.250000 sec): 3 clusters
  Score: Raw -51508.987904 + Penalty 2937.102896 = -48571.885008
  nChanged 1
		SP:Iteration 8Q (3506.250000 sec): 3 clusters
  Score: Raw -51512.052327 + Penalty 2937.102896 = -48574.949431
  nChanged 1
		SP:Iteration 9Q (3506.250000 sec): 3 clusters
  Score: Raw -51512.972637 + Penalty 2937.102896 = -48575.869741
  nChanged 1
		SP:Iteration 10Q (3506.250000 sec): 3 clusters
  Score: Raw -51515.811167 + Penalty 2937.102896 = -48578.708271
  nChanged 1
		SP:Iteration 11Q (3506.260000 sec): 3 clusters
  Score: Raw -51519.907214 + Penalty 2937.102896 = -48582.804318
  nChanged 0
		SP:Iteration 12F (3506.260000 sec): 3 clusters
  Score: Raw -51519.907214 + Penalty 2937.102896 = -48582.804318
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (141251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.750000 sec): 2 clusters
  Score: Raw -20514292.578996 + Penalty 2940.856845 = -20511351.722151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3507.290000 sec): 3 clusters
  Score: Raw -20422566.434940 + Penalty 5881.713689 = -20416684.721250
  nChanged 67533
		SP:Iteration 1F (3507.830000 sec): 3 clusters
  Score: Raw -20462165.612337 + Penalty 5881.713689 = -20456283.898648
  nChanged 4922
		SP:Iteration 2Q (3508.370000 sec): 3 clusters
  Score: Raw -20463540.663758 + Penalty 5881.713689 = -20457658.950068
  nChanged 5397
		SP:Iteration 3Q (3508.930000 sec): 3 clusters
  Score: Raw -20465309.651595 + Penalty 5881.713689 = -20459427.937906
  nChanged 6090
		SP:Iteration 4Q (3509.480000 sec): 3 clusters
  Score: Raw -20467684.734921 + Penalty 5881.713689 = -20461803.021231
  nChanged 7092
		SP:Iteration 5F (3510.020000 sec): 3 clusters
  Score: Raw -20470780.456854 + Penalty 5881.713689 = -20464898.743165
  nChanged 7866
		SP:Iteration 6F (3510.550000 sec): 3 clusters
  Score: Raw -20474619.770995 + Penalty 5881.713689 = -20468738.057305
  nChanged 8269
		SP:Iteration 7F (3511.090000 sec): 3 clusters
  Score: Raw -20478938.030408 + Penalty 5881.713689 = -20473056.316719
  nChanged 8009
		SP:Iteration 8F (3511.630000 sec): 3 clusters
  Score: Raw -20483233.622133 + Penalty 5881.713689 = -20477351.908444
  nChanged 7244
		SP:Iteration 9F (3512.160000 sec): 3 clusters
  Score: Raw -20487372.724520 + Penalty 5881.713689 = -20481491.010831
  nChanged 6378
		SP:Iteration 10Q (3512.710000 sec): 3 clusters
  Score: Raw -20491473.941247 + Penalty 5881.713689 = -20485592.227558
  nChanged 5559
		SP:Iteration 11Q (3513.250000 sec): 3 clusters
  Score: Raw -20495246.550241 + Penalty 5881.713689 = -20489364.836551
  nChanged 4829
		SP:Iteration 12Q (3513.770000 sec): 3 clusters
  Score: Raw -20498356.756677 + Penalty 5881.713689 = -20492475.042988
  nChanged 3893
		SP:Iteration 13Q (3514.290000 sec): 3 clusters
  Score: Raw -20500555.387493 + Penalty 5881.713689 = -20494673.673803
  nChanged 3154
		SP:Iteration 14Q (3514.790000 sec): 3 clusters
  Score: Raw -20502023.376857 + Penalty 5881.713689 = -20496141.663168
  nChanged 2551
		SP:Iteration 15Q (3515.280000 sec): 3 clusters
  Score: Raw -20503105.018074 + Penalty 5881.713689 = -20497223.304384
  nChanged 2383
		SP:Iteration 16Q (3515.750000 sec): 3 clusters
  Score: Raw -20504056.510288 + Penalty 5881.713689 = -20498174.796599
  nChanged 2291
		SP:Iteration 17Q (3516.230000 sec): 3 clusters
  Score: Raw -20504986.485109 + Penalty 5881.713689 = -20499104.771419
  nChanged 2267
		SP:Iteration 18Q (3516.690000 sec): 3 clusters
  Score: Raw -20505933.971509 + Penalty 5881.713689 = -20500052.257819
  nChanged 2240
		SP:Iteration 19Q (3517.150000 sec): 3 clusters
  Score: Raw -20506900.408232 + Penalty 5881.713689 = -20501018.694543
  nChanged 2151
		SP:Iteration 20F (3517.690000 sec): 3 clusters
  Score: Raw -20507831.968452 + Penalty 5881.713689 = -20501950.254763
  nChanged 2015
		SP:Iteration 21Q (3518.140000 sec): 3 clusters
  Score: Raw -20508693.608960 + Penalty 5881.713689 = -20502811.895271
  nChanged 1828
		SP:Iteration 22Q (3518.580000 sec): 3 clusters
  Score: Raw -20509478.439197 + Penalty 5881.713689 = -20503596.725507
  nChanged 1726
		SP:Iteration 23Q (3519.020000 sec): 3 clusters
  Score: Raw -20510225.763633 + Penalty 5881.713689 = -20504344.049944
  nChanged 1533
		SP:Iteration 24Q (3519.450000 sec): 3 clusters
  Score: Raw -20510900.335977 + Penalty 5881.713689 = -20505018.622288
  nChanged 1468
		SP:Iteration 25Q (3519.880000 sec): 3 clusters
  Score: Raw -20511572.855425 + Penalty 5881.713689 = -20505691.141735
  nChanged 1315
		SP:Iteration 26Q (3520.290000 sec): 3 clusters
  Score: Raw -20512185.066589 + Penalty 5881.713689 = -20506303.352900
  nChanged 1110
		SP:Iteration 27Q (3520.710000 sec): 3 clusters
  Score: Raw -20512694.389851 + Penalty 5881.713689 = -20506812.676162
  nChanged 962
		SP:Iteration 28Q (3521.120000 sec): 3 clusters
  Score: Raw -20513132.461933 + Penalty 5881.713689 = -20507250.748244
  nChanged 835
		SP:Iteration 29Q (3521.530000 sec): 3 clusters
  Score: Raw -20513535.171201 + Penalty 5881.713689 = -20507653.457511
  nChanged 674
		SP:Iteration 30Q (3521.930000 sec): 3 clusters
  Score: Raw -20513859.472055 + Penalty 5881.713689 = -20507977.758365
  nChanged 518
		SP:Iteration 31Q (3522.330000 sec): 3 clusters
  Score: Raw -20514098.272292 + Penalty 5881.713689 = -20508216.558602
  nChanged 391
		SP:Iteration 32Q (3522.730000 sec): 3 clusters
  Score: Raw -20514281.820860 + Penalty 5881.713689 = -20508400.107171
  nChanged 321
		SP:Iteration 33Q (3523.120000 sec): 3 clusters
  Score: Raw -20514437.866830 + Penalty 5881.713689 = -20508556.153140
  nChanged 228
		SP:Iteration 34Q (3523.510000 sec): 3 clusters
  Score: Raw -20514551.195677 + Penalty 5881.713689 = -20508669.481988
  nChanged 186
		SP:Iteration 35Q (3523.900000 sec): 3 clusters
  Score: Raw -20514644.277665 + Penalty 5881.713689 = -20508762.563975
  nChanged 134
		SP:Iteration 36Q (3524.290000 sec): 3 clusters
  Score: Raw -20514707.017359 + Penalty 5881.713689 = -20508825.303669
  nChanged 98
		SP:Iteration 37Q (3524.680000 sec): 3 clusters
  Score: Raw -20514746.558186 + Penalty 5881.713689 = -20508864.844496
  nChanged 66
		SP:Iteration 38Q (3525.070000 sec): 3 clusters
  Score: Raw -20514774.142902 + Penalty 5881.713689 = -20508892.429213
  nChanged 56
		SP:Iteration 39Q (3525.460000 sec): 3 clusters
  Score: Raw -20514796.193949 + Penalty 5881.713689 = -20508914.480260
  nChanged 40
		SP:Iteration 40F (3525.980000 sec): 3 clusters
  Score: Raw -20514810.658393 + Penalty 5881.713689 = -20508928.944704
  nChanged 29
		SP:Iteration 41Q (3526.370000 sec): 3 clusters
  Score: Raw -20514823.722664 + Penalty 5881.713689 = -20508942.008974
  nChanged 32
		SP:Iteration 42Q (3526.760000 sec): 3 clusters
  Score: Raw -20514836.950547 + Penalty 5881.713689 = -20508955.236858
  nChanged 26
		SP:Iteration 43Q (3527.140000 sec): 3 clusters
  Score: Raw -20514846.077998 + Penalty 5881.713689 = -20508964.364309
  nChanged 20
		SP:Iteration 44Q (3527.530000 sec): 3 clusters
  Score: Raw -20514852.972603 + Penalty 5881.713689 = -20508971.258914
  nChanged 19
		SP:Iteration 45Q (3527.920000 sec): 3 clusters
  Score: Raw -20514858.463965 + Penalty 5881.713689 = -20508976.750276
  nChanged 15
		SP:Iteration 46Q (3528.310000 sec): 3 clusters
  Score: Raw -20514862.104514 + Penalty 5881.713689 = -20508980.390824
  nChanged 11
		SP:Iteration 47Q (3528.690000 sec): 3 clusters
  Score: Raw -20514865.782674 + Penalty 5881.713689 = -20508984.068984
  nChanged 6
		SP:Iteration 48Q (3529.080000 sec): 3 clusters
  Score: Raw -20514867.375164 + Penalty 5881.713689 = -20508985.661474
  nChanged 2
		SP:Iteration 49Q (3529.460000 sec): 3 clusters
  Score: Raw -20514867.892136 + Penalty 5881.713689 = -20508986.178447
  nChanged 1
		SP:Iteration 50Q (3529.850000 sec): 3 clusters
  Score: Raw -20514868.137742 + Penalty 5881.713689 = -20508986.424053
  nChanged 0
		SP:Iteration 51F (3530.380000 sec): 3 clusters
  Score: Raw -20514868.137742 + Penalty 5881.713689 = -20508986.424053
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3530.440000 sec): 2 clusters
  Score: Raw -19667.259116 + Penalty 1308.972435 = -18358.286681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3530.440000 sec): 3 clusters
  Score: Raw -20091.676471 + Penalty 2617.944871 = -17473.731600
  nChanged 28
		SP:Iteration 1F (3530.440000 sec): 3 clusters
  Score: Raw -20337.807188 + Penalty 2617.944871 = -17719.862317
  nChanged 4
		SP:Iteration 2Q (3530.450000 sec): 3 clusters
  Score: Raw -20373.386797 + Penalty 2617.944871 = -17755.441927
  nChanged 3
		SP:Iteration 3Q (3530.450000 sec): 3 clusters
  Score: Raw -20391.913147 + Penalty 2617.944871 = -17773.968276
  nChanged 4
		SP:Iteration 4Q (3530.450000 sec): 3 clusters
  Score: Raw -20424.397190 + Penalty 2617.944871 = -17806.452319
  nChanged 3
		SP:Iteration 5Q (3530.450000 sec): 3 clusters
  Score: Raw -20441.739449 + Penalty 2617.944871 = -17823.794578
  nChanged 0
		SP:Iteration 6F (3530.450000 sec): 3 clusters
  Score: Raw -20441.739449 + Penalty 2617.944871 = -17823.794578
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 29 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3530.450000 sec): 2 clusters
  Score: Raw -74196.170923 + Penalty 1539.730326 = -72656.440597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3530.460000 sec): 3 clusters
  Score: Raw -74209.912601 + Penalty 3079.460653 = -71130.451948
  nChanged 85
		SP:Iteration 1F (3530.460000 sec): 3 clusters
  Score: Raw -74369.226895 + Penalty 3079.460653 = -71289.766242
  nChanged 27
		SP:Iteration 2F (3530.460000 sec): 3 clusters
  Score: Raw -74437.179510 + Penalty 3079.460653 = -71357.718857
  nChanged 8
		SP:Iteration 3Q (3530.460000 sec): 3 clusters
  Score: Raw -74453.054988 + Penalty 3079.460653 = -71373.594335
  nChanged 4
		SP:Iteration 4Q (3530.460000 sec): 3 clusters
  Score: Raw -74461.668240 + Penalty 3079.460653 = -71382.207587
  nChanged 3
		SP:Iteration 5Q (3530.460000 sec): 3 clusters
  Score: Raw -74469.123965 + Penalty 3079.460653 = -71389.663312
  nChanged 1
		SP:Iteration 6Q (3530.470000 sec): 3 clusters
  Score: Raw -74471.675923 + Penalty 3079.460653 = -71392.215270
  nChanged 1
		SP:Iteration 7Q (3530.470000 sec): 3 clusters
  Score: Raw -74477.366493 + Penalty 3079.460653 = -71397.905840
  nChanged 0
		SP:Iteration 8F (3530.470000 sec): 3 clusters
  Score: Raw -74477.366493 + Penalty 3079.460653 = -71397.905840
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 30 (34695 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3530.590000 sec): 2 clusters
  Score: Raw -5302275.673162 + Penalty 2592.679014 = -5299682.994148
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3530.720000 sec): 3 clusters
  Score: Raw -5281080.537917 + Penalty 5185.358028 = -5275895.179889
  nChanged 15833
		SP:Iteration 1F (3530.850000 sec): 3 clusters
  Score: Raw -5289605.054523 + Penalty 5185.358028 = -5284419.696495
  nChanged 1498
		SP:Iteration 2Q (3530.980000 sec): 3 clusters
  Score: Raw -5290033.516488 + Penalty 5185.358028 = -5284848.158460
  nChanged 1328
		SP:Iteration 3Q (3531.110000 sec): 3 clusters
  Score: Raw -5290394.345954 + Penalty 5185.358028 = -5285208.987926
  nChanged 1200
		SP:Iteration 4Q (3531.240000 sec): 3 clusters
  Score: Raw -5290690.631876 + Penalty 5185.358028 = -5285505.273848
  nChanged 1092
		SP:Iteration 5Q (3531.380000 sec): 3 clusters
  Score: Raw -5290987.767394 + Penalty 5185.358028 = -5285802.409366
  nChanged 1113
		SP:Iteration 6Q (3531.510000 sec): 3 clusters
  Score: Raw -5291327.941811 + Penalty 5185.358028 = -5286142.583783
  nChanged 1233
		SP:Iteration 7Q (3531.640000 sec): 3 clusters
  Score: Raw -5291771.889296 + Penalty 5185.358028 = -5286586.531268
  nChanged 1388
		SP:Iteration 8Q (3531.770000 sec): 3 clusters
  Score: Raw -5292368.214368 + Penalty 5185.358028 = -5287182.856340
  nChanged 1622
		SP:Iteration 9Q (3531.900000 sec): 3 clusters
  Score: Raw -5293235.803337 + Penalty 5185.358028 = -5288050.445308
  nChanged 1900
		SP:Iteration 10F (3532.030000 sec): 3 clusters
  Score: Raw -5294459.978135 + Penalty 5185.358028 = -5289274.620107
  nChanged 2039
		SP:Iteration 11F (3532.160000 sec): 3 clusters
  Score: Raw -5295982.782609 + Penalty 5185.358028 = -5290797.424581
  nChanged 1899
		SP:Iteration 12F (3532.290000 sec): 3 clusters
  Score: Raw -5297542.340043 + Penalty 5185.358028 = -5292356.982015
  nChanged 1662
		SP:Iteration 13Q (3532.420000 sec): 3 clusters
  Score: Raw -5298888.093056 + Penalty 5185.358028 = -5293702.735028
  nChanged 1244
		SP:Iteration 14Q (3532.540000 sec): 3 clusters
  Score: Raw -5299812.803894 + Penalty 5185.358028 = -5294627.445866
  nChanged 879
		SP:Iteration 15Q (3532.660000 sec): 3 clusters
  Score: Raw -5300378.049804 + Penalty 5185.358028 = -5295192.691776
  nChanged 621
		SP:Iteration 16Q (3532.770000 sec): 3 clusters
  Score: Raw -5300721.141142 + Penalty 5185.358028 = -5295535.783114
  nChanged 475
		SP:Iteration 17Q (3532.880000 sec): 3 clusters
  Score: Raw -5300972.718495 + Penalty 5185.358028 = -5295787.360467
  nChanged 402
		SP:Iteration 18Q (3532.990000 sec): 3 clusters
  Score: Raw -5301175.075351 + Penalty 5185.358028 = -5295989.717323
  nChanged 352
		SP:Iteration 19Q (3533.100000 sec): 3 clusters
  Score: Raw -5301351.201143 + Penalty 5185.358028 = -5296165.843115
  nChanged 312
		SP:Iteration 20F (3533.230000 sec): 3 clusters
  Score: Raw -5301505.894105 + Penalty 5185.358028 = -5296320.536077
  nChanged 278
		SP:Iteration 21Q (3533.330000 sec): 3 clusters
  Score: Raw -5301638.485768 + Penalty 5185.358028 = -5296453.127740
  nChanged 256
		SP:Iteration 22Q (3533.440000 sec): 3 clusters
  Score: Raw -5301757.279619 + Penalty 5185.358028 = -5296571.921591
  nChanged 222
		SP:Iteration 23Q (3533.540000 sec): 3 clusters
  Score: Raw -5301854.695941 + Penalty 5185.358028 = -5296669.337913
  nChanged 174
		SP:Iteration 24Q (3533.640000 sec): 3 clusters
  Score: Raw -5301926.009631 + Penalty 5185.358028 = -5296740.651603
  nChanged 165
		SP:Iteration 25Q (3533.740000 sec): 3 clusters
  Score: Raw -5301990.920446 + Penalty 5185.358028 = -5296805.562417
  nChanged 143
		SP:Iteration 26Q (3533.840000 sec): 3 clusters
  Score: Raw -5302049.007248 + Penalty 5185.358028 = -5296863.649219
  nChanged 125
		SP:Iteration 27Q (3533.940000 sec): 3 clusters
  Score: Raw -5302100.932947 + Penalty 5185.358028 = -5296915.574919
  nChanged 139
		SP:Iteration 28Q (3534.040000 sec): 3 clusters
  Score: Raw -5302157.863930 + Penalty 5185.358028 = -5296972.505902
  nChanged 116
		SP:Iteration 29Q (3534.140000 sec): 3 clusters
  Score: Raw -5302207.046509 + Penalty 5185.358028 = -5297021.688481
  nChanged 111
		SP:Iteration 30Q (3534.230000 sec): 3 clusters
  Score: Raw -5302253.344998 + Penalty 5185.358028 = -5297067.986969
  nChanged 94
		SP:Iteration 31Q (3534.330000 sec): 3 clusters
  Score: Raw -5302298.066997 + Penalty 5185.358028 = -5297112.708969
  nChanged 78
		SP:Iteration 32Q (3534.420000 sec): 3 clusters
  Score: Raw -5302334.416698 + Penalty 5185.358028 = -5297149.058670
  nChanged 70
		SP:Iteration 33Q (3534.520000 sec): 3 clusters
  Score: Raw -5302361.577179 + Penalty 5185.358028 = -5297176.219151
  nChanged 49
		SP:Iteration 34Q (3534.610000 sec): 3 clusters
  Score: Raw -5302378.524121 + Penalty 5185.358028 = -5297193.166093
  nChanged 42
		SP:Iteration 35Q (3534.710000 sec): 3 clusters
  Score: Raw -5302394.413495 + Penalty 5185.358028 = -5297209.055467
  nChanged 41
		SP:Iteration 36Q (3534.800000 sec): 3 clusters
  Score: Raw -5302407.759544 + Penalty 5185.358028 = -5297222.401516
  nChanged 39
		SP:Iteration 37Q (3534.900000 sec): 3 clusters
  Score: Raw -5302420.466317 + Penalty 5185.358028 = -5297235.108289
  nChanged 35
		SP:Iteration 38Q (3534.990000 sec): 3 clusters
  Score: Raw -5302434.636049 + Penalty 5185.358028 = -5297249.278020
  nChanged 28
		SP:Iteration 39Q (3535.080000 sec): 3 clusters
  Score: Raw -5302442.297099 + Penalty 5185.358028 = -5297256.939071
  nChanged 19
		SP:Iteration 40F (3535.220000 sec): 3 clusters
  Score: Raw -5302447.714029 + Penalty 5185.358028 = -5297262.356001
  nChanged 19
		SP:Iteration 41Q (3535.310000 sec): 3 clusters
  Score: Raw -5302455.046277 + Penalty 5185.358028 = -5297269.688249
  nChanged 17
		SP:Iteration 42Q (3535.400000 sec): 3 clusters
  Score: Raw -5302460.548768 + Penalty 5185.358028 = -5297275.190740
  nChanged 9
		SP:Iteration 43Q (3535.490000 sec): 3 clusters
  Score: Raw -5302462.893175 + Penalty 5185.358028 = -5297277.535147
  nChanged 7
		SP:Iteration 44Q (3535.580000 sec): 3 clusters
  Score: Raw -5302465.594413 + Penalty 5185.358028 = -5297280.236385
  nChanged 7
		SP:Iteration 45Q (3535.680000 sec): 3 clusters
  Score: Raw -5302467.897662 + Penalty 5185.358028 = -5297282.539634
  nChanged 10
		SP:Iteration 46Q (3535.770000 sec): 3 clusters
  Score: Raw -5302471.491277 + Penalty 5185.358028 = -5297286.133249
  nChanged 7
		SP:Iteration 47Q (3535.860000 sec): 3 clusters
  Score: Raw -5302474.048541 + Penalty 5185.358028 = -5297288.690513
  nChanged 9
		SP:Iteration 48Q (3535.960000 sec): 3 clusters
  Score: Raw -5302477.310720 + Penalty 5185.358028 = -5297291.952692
  nChanged 8
		SP:Iteration 49Q (3536.050000 sec): 3 clusters
  Score: Raw -5302480.001315 + Penalty 5185.358028 = -5297294.643287
  nChanged 11
		SP:Iteration 50Q (3536.140000 sec): 3 clusters
  Score: Raw -5302484.136188 + Penalty 5185.358028 = -5297298.778160
  nChanged 8
		SP:Iteration 51Q (3536.240000 sec): 3 clusters
  Score: Raw -5302487.462207 + Penalty 5185.358028 = -5297302.104178
  nChanged 9
		SP:Iteration 52Q (3536.330000 sec): 3 clusters
  Score: Raw -5302490.089422 + Penalty 5185.358028 = -5297304.731394
  nChanged 6
		SP:Iteration 53Q (3536.420000 sec): 3 clusters
  Score: Raw -5302492.082266 + Penalty 5185.358028 = -5297306.724238
  nChanged 5
		SP:Iteration 54Q (3536.520000 sec): 3 clusters
  Score: Raw -5302493.684020 + Penalty 5185.358028 = -5297308.325992
  nChanged 3
		SP:Iteration 55Q (3536.610000 sec): 3 clusters
  Score: Raw -5302494.820241 + Penalty 5185.358028 = -5297309.462213
  nChanged 5
		SP:Iteration 56Q (3536.700000 sec): 3 clusters
  Score: Raw -5302496.561306 + Penalty 5185.358028 = -5297311.203278
  nChanged 5
		SP:Iteration 57Q (3536.790000 sec): 3 clusters
  Score: Raw -5302498.489650 + Penalty 5185.358028 = -5297313.131622
  nChanged 3
		SP:Iteration 58Q (3536.890000 sec): 3 clusters
  Score: Raw -5302499.019902 + Penalty 5185.358028 = -5297313.661874
  nChanged 0
		SP:Iteration 59F (3537.010000 sec): 3 clusters
  Score: Raw -5302499.019902 + Penalty 5185.358028 = -5297313.661874
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 31 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3537.030000 sec): 2 clusters
  Score: Raw -27088.895071 + Penalty 1372.280593 = -25716.614478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3537.030000 sec): 3 clusters
  Score: Raw -27333.630637 + Penalty 2744.561186 = -24589.069450
  nChanged 41
		SP:Iteration 1F (3537.030000 sec): 3 clusters
  Score: Raw -27490.930305 + Penalty 2744.561186 = -24746.369119
  nChanged 10
		SP:Iteration 2Q (3537.030000 sec): 3 clusters
  Score: Raw -27521.541848 + Penalty 2744.561186 = -24776.980661
  nChanged 2
		SP:Iteration 3Q (3537.030000 sec): 3 clusters
  Score: Raw -27529.778460 + Penalty 2744.561186 = -24785.217273
  nChanged 2
		SP:Iteration 4Q (3537.040000 sec): 3 clusters
  Score: Raw -27544.897538 + Penalty 2744.561186 = -24800.336352
  nChanged 5
		SP:Iteration 5Q (3537.040000 sec): 3 clusters
  Score: Raw -27574.484047 + Penalty 2744.561186 = -24829.922860
  nChanged 4
		SP:Iteration 6Q (3537.040000 sec): 3 clusters
  Score: Raw -27590.651455 + Penalty 2744.561186 = -24846.090268
  nChanged 0
		SP:Iteration 7F (3537.040000 sec): 3 clusters
  Score: Raw -27590.651455 + Penalty 2744.561186 = -24846.090268
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 32 (721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3537.040000 sec): 2 clusters
  Score: Raw -92353.119768 + Penalty 1631.998506 = -90721.121262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3537.040000 sec): 3 clusters
  Score: Raw -92281.274667 + Penalty 3263.997012 = -89017.277655
  nChanged 176
		SP:Iteration 1F (3537.050000 sec): 3 clusters
  Score: Raw -92607.174715 + Penalty 3263.997012 = -89343.177703
  nChanged 73
		SP:Iteration 2F (3537.050000 sec): 3 clusters
  Score: Raw -92840.009766 + Penalty 3263.997012 = -89576.012754
  nChanged 50
		SP:Iteration 3F (3537.050000 sec): 3 clusters
  Score: Raw -93085.582871 + Penalty 3263.997012 = -89821.585858
  nChanged 41
		SP:Iteration 4F (3537.060000 sec): 3 clusters
  Score: Raw -93250.997706 + Penalty 3263.997012 = -89987.000694
  nChanged 33
		SP:Iteration 5Q (3537.060000 sec): 3 clusters
  Score: Raw -93370.370722 + Penalty 3263.997012 = -90106.373710
  nChanged 30
		SP:Iteration 6Q (3537.060000 sec): 3 clusters
  Score: Raw -93474.642209 + Penalty 3263.997012 = -90210.645197
  nChanged 28
		SP:Iteration 7Q (3537.060000 sec): 3 clusters
  Score: Raw -93552.869426 + Penalty 3263.997012 = -90288.872414
  nChanged 17
		SP:Iteration 8Q (3537.060000 sec): 3 clusters
  Score: Raw -93603.339675 + Penalty 3263.997012 = -90339.342663
  nChanged 13
		SP:Iteration 9Q (3537.070000 sec): 3 clusters
  Score: Raw -93637.550941 + Penalty 3263.997012 = -90373.553929
  nChanged 8
		SP:Iteration 10Q (3537.070000 sec): 3 clusters
  Score: Raw -93674.454696 + Penalty 3263.997012 = -90410.457684
  nChanged 8
		SP:Iteration 11Q (3537.070000 sec): 3 clusters
  Score: Raw -93715.796418 + Penalty 3263.997012 = -90451.799406
  nChanged 5
		SP:Iteration 12Q (3537.070000 sec): 3 clusters
  Score: Raw -93747.674826 + Penalty 3263.997012 = -90483.677814
  nChanged 2
		SP:Iteration 13Q (3537.080000 sec): 3 clusters
  Score: Raw -93753.771000 + Penalty 3263.997012 = -90489.773988
  nChanged 1
		SP:Iteration 14Q (3537.080000 sec): 3 clusters
  Score: Raw -93754.785939 + Penalty 3263.997012 = -90490.788927
  nChanged 0
		SP:Iteration 15F (3537.080000 sec): 3 clusters
  Score: Raw -93755.784869 + Penalty 3263.997012 = -90491.787857
  nChanged 1
		SP:Iteration 16Q (3537.080000 sec): 3 clusters
  Score: Raw -93759.701623 + Penalty 3263.997012 = -90495.704611
  nChanged 3
		SP:Iteration 17Q (3537.080000 sec): 3 clusters
  Score: Raw -93766.862521 + Penalty 3263.997012 = -90502.865509
  nChanged 2
		SP:Iteration 18Q (3537.080000 sec): 3 clusters
  Score: Raw -93776.144783 + Penalty 3263.997012 = -90512.147771
  nChanged 2
		SP:Iteration 19Q (3537.090000 sec): 3 clusters
  Score: Raw -93782.312505 + Penalty 3263.997012 = -90518.315493
  nChanged 1
		SP:Iteration 20F (3537.090000 sec): 3 clusters
  Score: Raw -93783.375573 + Penalty 3263.997012 = -90519.378561
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 33 (193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3537.090000 sec): 2 clusters
  Score: Raw -25068.601729 + Penalty 1305.147167 = -23763.454562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3537.100000 sec): 3 clusters
  Score: Raw -25470.422259 + Penalty 2610.294334 = -22860.127925
  nChanged 13
		SP:Iteration 1F (3537.100000 sec): 3 clusters
  Score: Raw -25538.274646 + Penalty 2610.294334 = -22927.980312
  nChanged 4
		SP:Iteration 2Q (3537.100000 sec): 3 clusters
  Score: Raw -25584.555245 + Penalty 2610.294334 = -22974.260911
  nChanged 4
		SP:Iteration 3Q (3537.100000 sec): 3 clusters
  Score: Raw -25625.076853 + Penalty 2610.294334 = -23014.782519
  nChanged 1
		SP:Iteration 4Q (3537.100000 sec): 3 clusters
  Score: Raw -25685.081635 + Penalty 2610.294334 = -23074.787301
  nChanged 4
		SP:Iteration 5Q (3537.100000 sec): 3 clusters
  Score: Raw -25701.019707 + Penalty 2610.294334 = -23090.725373
  nChanged 1
		SP:Iteration 6Q (3537.100000 sec): 3 clusters
  Score: Raw -25703.245500 + Penalty 2610.294334 = -23092.951166
  nChanged 0
		SP:Iteration 7F (3537.100000 sec): 3 clusters
  Score: Raw -25703.245500 + Penalty 2610.294334 = -23092.951166
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 34 (932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3537.100000 sec): 2 clusters
  Score: Raw -123633.679705 + Penalty 1695.658538 = -121938.021167
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3537.110000 sec): 3 clusters
  Score: Raw -123492.657673 + Penalty 3391.317076 = -120101.340597
  nChanged 247
		SP:Iteration 1F (3537.110000 sec): 3 clusters
  Score: Raw -123801.991881 + Penalty 3391.317076 = -120410.674805
  nChanged 61
		SP:Iteration 2F (3537.120000 sec): 3 clusters
  Score: Raw -123897.388079 + Penalty 3391.317076 = -120506.071003
  nChanged 31
		SP:Iteration 3Q (3537.120000 sec): 3 clusters
  Score: Raw -123957.961341 + Penalty 3391.317076 = -120566.644265
  nChanged 19
		SP:Iteration 4Q (3537.120000 sec): 3 clusters
  Score: Raw -123994.147929 + Penalty 3391.317076 = -120602.830853
  nChanged 19
		SP:Iteration 5Q (3537.120000 sec): 3 clusters
  Score: Raw -124028.960445 + Penalty 3391.317076 = -120637.643369
  nChanged 19
		SP:Iteration 6Q (3537.130000 sec): 3 clusters
  Score: Raw -124059.524751 + Penalty 3391.317076 = -120668.207675
  nChanged 18
		SP:Iteration 7Q (3537.130000 sec): 3 clusters
  Score: Raw -124095.683267 + Penalty 3391.317076 = -120704.366191
  nChanged 20
		SP:Iteration 8Q (3537.140000 sec): 3 clusters
  Score: Raw -124139.169278 + Penalty 3391.317076 = -120747.852202
  nChanged 16
		SP:Iteration 9Q (3537.140000 sec): 3 clusters
  Score: Raw -124162.931164 + Penalty 3391.317076 = -120771.614088
  nChanged 5
		SP:Iteration 10Q (3537.140000 sec): 3 clusters
  Score: Raw -124171.090982 + Penalty 3391.317076 = -120779.773906
  nChanged 4
		SP:Iteration 11Q (3537.140000 sec): 3 clusters
  Score: Raw -124175.286646 + Penalty 3391.317076 = -120783.969570
  nChanged 3
		SP:Iteration 12Q (3537.150000 sec): 3 clusters
  Score: Raw -124181.001323 + Penalty 3391.317076 = -120789.684247
  nChanged 4
		SP:Iteration 13Q (3537.150000 sec): 3 clusters
  Score: Raw -124187.120986 + Penalty 3391.317076 = -120795.803910
  nChanged 3
		SP:Iteration 14Q (3537.160000 sec): 3 clusters
  Score: Raw -124189.823656 + Penalty 3391.317076 = -120798.506580
  nChanged 3
		SP:Iteration 15Q (3537.160000 sec): 3 clusters
  Score: Raw -124193.036608 + Penalty 3391.317076 = -120801.719532
  nChanged 2
		SP:Iteration 16Q (3537.160000 sec): 3 clusters
  Score: Raw -124195.704700 + Penalty 3391.317076 = -120804.387624
  nChanged 0
		SP:Iteration 17F (3537.160000 sec): 3 clusters
  Score: Raw -124195.704700 + Penalty 3391.317076 = -120804.387624
  nChanged 0
------ Evaluating fit on full set of 2436854 points ------
  Score: Raw -352816476.147072 + Penalty 124002.833727 = -352692473.313345
Time taken for this iteration:3611.960000 seconds.
 20->35 Clusters: Score -352692473.313345, best is 100000000000000005366162204393472.000000
THE BEST YET!


Starting from 21 clusters...
Memory request: 1.51 GB would take us to total of 6.05 GB.
------ Running on subset of 812284 points ------
	SP: Assigned 21 initial classes randomly.
Deleting Class 11 (5988 points): Lose 1050.762023 but Gain 3374.686117
Iteration 0F (3668.450000 sec): 20 clusters
  Score: Raw -109085892.983005 + Penalty 64119.036229 = -109021773.946777
  nChanged 771082
Iteration 1F (3689.230000 sec): 20 clusters
  Score: Raw -115494546.632043 + Penalty 64119.036229 = -115430427.595814
  nChanged 304128
Iteration 2F (3709.980000 sec): 20 clusters
  Score: Raw -116183551.210142 + Penalty 64119.036229 = -116119432.173913
  nChanged 228801
Iteration 3F (3730.720000 sec): 20 clusters
  Score: Raw -116652827.630807 + Penalty 64119.036229 = -116588708.594578
  nChanged 160119
Iteration 4F (3751.480000 sec): 20 clusters
  Score: Raw -116999749.253840 + Penalty 64119.036229 = -116935630.217611
  nChanged 111472
Iteration 5F (3772.200000 sec): 20 clusters
  Score: Raw -117118067.410929 + Penalty 64119.036229 = -117053948.374701
  nChanged 79079
Deleting Class 4 (2351 points): Lose 2385.924232 but Gain 3374.686117
Iteration 6F (3792.940000 sec): 19 clusters
  Score: Raw -117181740.343890 + Penalty 60744.350111 = -117120995.993779
  nChanged 62795
Iteration 7F (3812.610000 sec): 19 clusters
  Score: Raw -117234931.959242 + Penalty 60744.350111 = -117174187.609131
  nChanged 49806
Iteration 8F (3832.350000 sec): 19 clusters
  Score: Raw -117271437.928023 + Penalty 60744.350111 = -117210693.577911
  nChanged 43246
Iteration 9F (3852.010000 sec): 19 clusters
  Score: Raw -117303021.579595 + Penalty 60744.350111 = -117242277.229484
  nChanged 38409
Iteration 10Q (3860.010000 sec): 19 clusters
  Score: Raw -117333174.280454 + Penalty 60744.350111 = -117272429.930343
  nChanged 34840
Iteration 11Q (3867.720000 sec): 19 clusters
  Score: Raw -117358511.837457 + Penalty 60744.350111 = -117297767.487345
  nChanged 30747
Iteration 12Q (3875.190000 sec): 19 clusters
  Score: Raw -117377923.831248 + Penalty 60744.350111 = -117317179.481137
  nChanged 26382
Iteration 13Q (3882.480000 sec): 19 clusters
  Score: Raw -117393122.323123 + Penalty 60744.350111 = -117332377.973012
  nChanged 21900
Deleting Class 3 (2767 points): Lose 3014.816330 but Gain 3374.686117
Iteration 14Q (3889.610000 sec): 18 clusters
  Score: Raw -117400815.043603 + Penalty 57369.663994 = -117343445.379609
  nChanged 20698
Iteration 15Q (3896.450000 sec): 18 clusters
  Score: Raw -117412377.104331 + Penalty 57369.663994 = -117355007.440337
  nChanged 14967
Iteration 16Q (3903.120000 sec): 18 clusters
  Score: Raw -117417593.408585 + Penalty 57369.663994 = -117360223.744590
  nChanged 12302
Iteration 17Q (3909.660000 sec): 18 clusters
  Score: Raw -117421621.372208 + Penalty 57369.663994 = -117364251.708214
  nChanged 10955
Iteration 18Q (3916.150000 sec): 18 clusters
  Score: Raw -117425226.605719 + Penalty 57369.663994 = -117367856.941725
  nChanged 9873
Iteration 19Q (3922.570000 sec): 18 clusters
  Score: Raw -117428556.456671 + Penalty 57369.663994 = -117371186.792677
  nChanged 9018
Writing temp clu file 
Because OldScore, -117367856.941725, is greater than current (better) Score,-117371186.792677 
 Compute initial score before splitting:   Score: Raw -117428556.456671 + Penalty 57369.663994 = -117371186.792677
Memory request: 0.04 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (21153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3922.800000 sec): 2 clusters
  Score: Raw -3137695.558714 + Penalty 2469.965181 = -3135225.593534
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3922.880000 sec): 3 clusters
  Score: Raw -3125363.036610 + Penalty 4939.930361 = -3120423.106249
  nChanged 9309
		SP:Iteration 1F (3922.950000 sec): 3 clusters
  Score: Raw -3130496.869429 + Penalty 4939.930361 = -3125556.939068
  nChanged 1248
		SP:Iteration 2F (3923.030000 sec): 3 clusters
  Score: Raw -3131456.615789 + Penalty 4939.930361 = -3126516.685428
  nChanged 1570
		SP:Iteration 3F (3923.110000 sec): 3 clusters
  Score: Raw -3133189.981397 + Penalty 4939.930361 = -3128250.051036
  nChanged 2100
		SP:Iteration 4F (3923.190000 sec): 3 clusters
  Score: Raw -3135576.790171 + Penalty 4939.930361 = -3130636.859810
  nChanged 2139
		SP:Iteration 5F (3923.260000 sec): 3 clusters
  Score: Raw -3137831.982004 + Penalty 4939.930361 = -3132892.051643
  nChanged 1648
		SP:Iteration 6F (3923.340000 sec): 3 clusters
  Score: Raw -3139541.706689 + Penalty 4939.930361 = -3134601.776328
  nChanged 1046
		SP:Iteration 7Q (3923.410000 sec): 3 clusters
  Score: Raw -3140793.793308 + Penalty 4939.930361 = -3135853.862947
  nChanged 537
		SP:Iteration 8Q (3923.490000 sec): 3 clusters
  Score: Raw -3141455.521758 + Penalty 4939.930361 = -3136515.591397
  nChanged 314
		SP:Iteration 9Q (3923.550000 sec): 3 clusters
  Score: Raw -3141731.810220 + Penalty 4939.930361 = -3136791.879859
  nChanged 212
		SP:Iteration 10Q (3923.610000 sec): 3 clusters
  Score: Raw -3141866.887950 + Penalty 4939.930361 = -3136926.957589
  nChanged 118
		SP:Iteration 11Q (3923.670000 sec): 3 clusters
  Score: Raw -3141923.081663 + Penalty 4939.930361 = -3136983.151302
  nChanged 77
		SP:Iteration 12Q (3923.730000 sec): 3 clusters
  Score: Raw -3141947.264823 + Penalty 4939.930361 = -3137007.334462
  nChanged 54
		SP:Iteration 13Q (3923.790000 sec): 3 clusters
  Score: Raw -3141960.855829 + Penalty 4939.930361 = -3137020.925467
  nChanged 34
		SP:Iteration 14Q (3923.850000 sec): 3 clusters
  Score: Raw -3141969.385917 + Penalty 4939.930361 = -3137029.455556
  nChanged 17
		SP:Iteration 15Q (3923.910000 sec): 3 clusters
  Score: Raw -3141973.056437 + Penalty 4939.930361 = -3137033.126076
  nChanged 17
		SP:Iteration 16Q (3923.970000 sec): 3 clusters
  Score: Raw -3141976.395076 + Penalty 4939.930361 = -3137036.464715
  nChanged 8
		SP:Iteration 17Q (3924.020000 sec): 3 clusters
  Score: Raw -3141977.918611 + Penalty 4939.930361 = -3137037.988250
  nChanged 5
		SP:Iteration 18Q (3924.080000 sec): 3 clusters
  Score: Raw -3141979.015617 + Penalty 4939.930361 = -3137039.085256
  nChanged 3
		SP:Iteration 19Q (3924.140000 sec): 3 clusters
  Score: Raw -3141979.473123 + Penalty 4939.930361 = -3137039.542762
  nChanged 1
		SP:Iteration 20F (3924.210000 sec): 3 clusters
  Score: Raw -3141979.568230 + Penalty 4939.930361 = -3137039.637869
  nChanged 1
		SP:Iteration 21Q (3924.270000 sec): 3 clusters
  Score: Raw -3141979.688147 + Penalty 4939.930361 = -3137039.757786
  nChanged 1
		SP:Iteration 22Q (3924.330000 sec): 3 clusters
  Score: Raw -3141979.892906 + Penalty 4939.930361 = -3137039.962545
  nChanged 2
		SP:Iteration 23Q (3924.390000 sec): 3 clusters
  Score: Raw -3141980.241548 + Penalty 4939.930361 = -3137040.311187
  nChanged 4
		SP:Iteration 24Q (3924.450000 sec): 3 clusters
  Score: Raw -3141980.597460 + Penalty 4939.930361 = -3137040.667099
  nChanged 3
		SP:Iteration 25Q (3924.510000 sec): 3 clusters
  Score: Raw -3141980.884022 + Penalty 4939.930361 = -3137040.953661
  nChanged 0
		SP:Iteration 26F (3924.590000 sec): 3 clusters
  Score: Raw -3141980.884022 + Penalty 4939.930361 = -3137040.953661
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 3.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (2433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3924.610000 sec): 2 clusters
  Score: Raw -350604.632572 + Penalty 1933.626325 = -348671.006247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3924.620000 sec): 3 clusters
  Score: Raw -349598.721001 + Penalty 3867.252650 = -345731.468351
  nChanged 838
		SP:Iteration 1F (3924.630000 sec): 3 clusters
  Score: Raw -350134.405996 + Penalty 3867.252650 = -346267.153346
  nChanged 175
		SP:Iteration 2F (3924.630000 sec): 3 clusters
  Score: Raw -350273.665589 + Penalty 3867.252650 = -346406.412939
  nChanged 116
		SP:Iteration 3Q (3924.640000 sec): 3 clusters
  Score: Raw -350348.437756 + Penalty 3867.252650 = -346481.185106
  nChanged 59
		SP:Iteration 4Q (3924.650000 sec): 3 clusters
  Score: Raw -350389.296562 + Penalty 3867.252650 = -346522.043912
  nChanged 54
		SP:Iteration 5Q (3924.660000 sec): 3 clusters
  Score: Raw -350424.355866 + Penalty 3867.252650 = -346557.103216
  nChanged 37
		SP:Iteration 6Q (3924.670000 sec): 3 clusters
  Score: Raw -350447.502545 + Penalty 3867.252650 = -346580.249895
  nChanged 39
		SP:Iteration 7Q (3924.680000 sec): 3 clusters
  Score: Raw -350470.015501 + Penalty 3867.252650 = -346602.762851
  nChanged 27
		SP:Iteration 8Q (3924.690000 sec): 3 clusters
  Score: Raw -350486.525957 + Penalty 3867.252650 = -346619.273307
  nChanged 19
		SP:Iteration 9Q (3924.690000 sec): 3 clusters
  Score: Raw -350498.547507 + Penalty 3867.252650 = -346631.294857
  nChanged 17
		SP:Iteration 10Q (3924.710000 sec): 3 clusters
  Score: Raw -350511.090188 + Penalty 3867.252650 = -346643.837538
  nChanged 16
		SP:Iteration 11Q (3924.710000 sec): 3 clusters
  Score: Raw -350520.214105 + Penalty 3867.252650 = -346652.961455
  nChanged 16
		SP:Iteration 12Q (3924.720000 sec): 3 clusters
  Score: Raw -350528.914439 + Penalty 3867.252650 = -346661.661789
  nChanged 13
		SP:Iteration 13Q (3924.730000 sec): 3 clusters
  Score: Raw -350534.781174 + Penalty 3867.252650 = -346667.528524
  nChanged 4
		SP:Iteration 14Q (3924.740000 sec): 3 clusters
  Score: Raw -350537.170723 + Penalty 3867.252650 = -346669.918073
  nChanged 4
		SP:Iteration 15Q (3924.750000 sec): 3 clusters
  Score: Raw -350539.321297 + Penalty 3867.252650 = -346672.068647
  nChanged 3
		SP:Iteration 16Q (3924.760000 sec): 3 clusters
  Score: Raw -350540.839898 + Penalty 3867.252650 = -346673.587248
  nChanged 8
		SP:Iteration 17Q (3924.770000 sec): 3 clusters
  Score: Raw -350545.548326 + Penalty 3867.252650 = -346678.295676
  nChanged 6
		SP:Iteration 18Q (3924.770000 sec): 3 clusters
  Score: Raw -350549.797298 + Penalty 3867.252650 = -346682.544648
  nChanged 4
		SP:Iteration 19Q (3924.780000 sec): 3 clusters
  Score: Raw -350551.461596 + Penalty 3867.252650 = -346684.208946
  nChanged 2
		SP:Iteration 20F (3924.790000 sec): 3 clusters
  Score: Raw -350553.462818 + Penalty 3867.252650 = -346686.210168
  nChanged 6
		SP:Iteration 21Q (3924.800000 sec): 3 clusters
  Score: Raw -350557.943832 + Penalty 3867.252650 = -346690.691182
  nChanged 3
		SP:Iteration 22Q (3924.810000 sec): 3 clusters
  Score: Raw -350559.330020 + Penalty 3867.252650 = -346692.077370
  nChanged 0
		SP:Iteration 23F (3924.820000 sec): 3 clusters
  Score: Raw -350559.330020 + Penalty 3867.252650 = -346692.077370
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (11305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3924.860000 sec): 2 clusters
  Score: Raw -1545194.791189 + Penalty 2314.584095 = -1542880.207093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3924.900000 sec): 3 clusters
  Score: Raw -1539134.616360 + Penalty 4629.168191 = -1534505.448169
  nChanged 4744
		SP:Iteration 1F (3924.940000 sec): 3 clusters
  Score: Raw -1542109.244178 + Penalty 4629.168191 = -1537480.075987
  nChanged 983
		SP:Iteration 2F (3924.980000 sec): 3 clusters
  Score: Raw -1543033.078272 + Penalty 4629.168191 = -1538403.910081
  nChanged 980
		SP:Iteration 3F (3925.020000 sec): 3 clusters
  Score: Raw -1544341.330750 + Penalty 4629.168191 = -1539712.162559
  nChanged 1003
		SP:Iteration 4F (3925.060000 sec): 3 clusters
  Score: Raw -1545813.454198 + Penalty 4629.168191 = -1541184.286007
  nChanged 983
		SP:Iteration 5F (3925.100000 sec): 3 clusters
  Score: Raw -1547201.989752 + Penalty 4629.168191 = -1542572.821561
  nChanged 816
		SP:Iteration 6F (3925.150000 sec): 3 clusters
  Score: Raw -1548180.733891 + Penalty 4629.168191 = -1543551.565700
  nChanged 597
		SP:Iteration 7F (3925.190000 sec): 3 clusters
  Score: Raw -1548894.735745 + Penalty 4629.168191 = -1544265.567555
  nChanged 480
		SP:Iteration 8Q (3925.220000 sec): 3 clusters
  Score: Raw -1549601.830993 + Penalty 4629.168191 = -1544972.662802
  nChanged 363
		SP:Iteration 9Q (3925.260000 sec): 3 clusters
  Score: Raw -1550249.008583 + Penalty 4629.168191 = -1545619.840392
  nChanged 320
		SP:Iteration 10Q (3925.290000 sec): 3 clusters
  Score: Raw -1551112.739429 + Penalty 4629.168191 = -1546483.571238
  nChanged 269
		SP:Iteration 11Q (3925.320000 sec): 3 clusters
  Score: Raw -1551630.118027 + Penalty 4629.168191 = -1547000.949837
  nChanged 166
		SP:Iteration 12Q (3925.350000 sec): 3 clusters
  Score: Raw -1551855.959885 + Penalty 4629.168191 = -1547226.791695
  nChanged 131
		SP:Iteration 13Q (3925.390000 sec): 3 clusters
  Score: Raw -1551968.879562 + Penalty 4629.168191 = -1547339.711372
  nChanged 100
		SP:Iteration 14Q (3925.420000 sec): 3 clusters
  Score: Raw -1552036.060768 + Penalty 4629.168191 = -1547406.892578
  nChanged 62
		SP:Iteration 15Q (3925.450000 sec): 3 clusters
  Score: Raw -1552065.873358 + Penalty 4629.168191 = -1547436.705167
  nChanged 54
		SP:Iteration 16Q (3925.480000 sec): 3 clusters
  Score: Raw -1552088.637097 + Penalty 4629.168191 = -1547459.468907
  nChanged 37
		SP:Iteration 17Q (3925.510000 sec): 3 clusters
  Score: Raw -1552103.864581 + Penalty 4629.168191 = -1547474.696391
  nChanged 27
		SP:Iteration 18Q (3925.540000 sec): 3 clusters
  Score: Raw -1552114.496794 + Penalty 4629.168191 = -1547485.328603
  nChanged 25
		SP:Iteration 19Q (3925.570000 sec): 3 clusters
  Score: Raw -1552122.178162 + Penalty 4629.168191 = -1547493.009971
  nChanged 18
		SP:Iteration 20F (3925.610000 sec): 3 clusters
  Score: Raw -1552130.014371 + Penalty 4629.168191 = -1547500.846181
  nChanged 15
		SP:Iteration 21Q (3925.640000 sec): 3 clusters
  Score: Raw -1552135.581058 + Penalty 4629.168191 = -1547506.412868
  nChanged 20
		SP:Iteration 22Q (3925.670000 sec): 3 clusters
  Score: Raw -1552142.409500 + Penalty 4629.168191 = -1547513.241310
  nChanged 14
		SP:Iteration 23Q (3925.710000 sec): 3 clusters
  Score: Raw -1552147.050683 + Penalty 4629.168191 = -1547517.882492
  nChanged 11
		SP:Iteration 24Q (3925.740000 sec): 3 clusters
  Score: Raw -1552151.598726 + Penalty 4629.168191 = -1547522.430535
  nChanged 11
		SP:Iteration 25Q (3925.770000 sec): 3 clusters
  Score: Raw -1552155.063298 + Penalty 4629.168191 = -1547525.895108
  nChanged 11
		SP:Iteration 26Q (3925.800000 sec): 3 clusters
  Score: Raw -1552157.775017 + Penalty 4629.168191 = -1547528.606826
  nChanged 6
		SP:Iteration 27Q (3925.830000 sec): 3 clusters
  Score: Raw -1552159.158704 + Penalty 4629.168191 = -1547529.990513
  nChanged 4
		SP:Iteration 28Q (3925.860000 sec): 3 clusters
  Score: Raw -1552160.327267 + Penalty 4629.168191 = -1547531.159076
  nChanged 3
		SP:Iteration 29Q (3925.890000 sec): 3 clusters
  Score: Raw -1552161.134544 + Penalty 4629.168191 = -1547531.966353
  nChanged 3
		SP:Iteration 30Q (3925.920000 sec): 3 clusters
  Score: Raw -1552161.616666 + Penalty 4629.168191 = -1547532.448475
  nChanged 1
		SP:Iteration 31Q (3925.950000 sec): 3 clusters
  Score: Raw -1552161.805579 + Penalty 4629.168191 = -1547532.637388
  nChanged 1
		SP:Iteration 32Q (3925.990000 sec): 3 clusters
  Score: Raw -1552161.998404 + Penalty 4629.168191 = -1547532.830213
  nChanged 1
		SP:Iteration 33Q (3926.020000 sec): 3 clusters
  Score: Raw -1552162.207362 + Penalty 4629.168191 = -1547533.039171
  nChanged 0
		SP:Iteration 34F (3926.060000 sec): 3 clusters
  Score: Raw -1552162.207362 + Penalty 4629.168191 = -1547533.039171
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 4.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (1994 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3926.070000 sec): 2 clusters
  Score: Raw -290417.995594 + Penalty 1884.278692 = -288533.716902
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3926.080000 sec): 3 clusters
  Score: Raw -289704.921080 + Penalty 3768.557383 = -285936.363697
  nChanged 618
		SP:Iteration 1F (3926.090000 sec): 3 clusters
  Score: Raw -290382.311142 + Penalty 3768.557383 = -286613.753758
  nChanged 196
		SP:Iteration 2F (3926.090000 sec): 3 clusters
  Score: Raw -290658.531001 + Penalty 3768.557383 = -286889.973618
  nChanged 134
		SP:Iteration 3F (3926.100000 sec): 3 clusters
  Score: Raw -290858.496903 + Penalty 3768.557383 = -287089.939519
  nChanged 113
		SP:Iteration 4F (3926.110000 sec): 3 clusters
  Score: Raw -291089.604171 + Penalty 3768.557383 = -287321.046787
  nChanged 96
		SP:Iteration 5Q (3926.110000 sec): 3 clusters
  Score: Raw -291398.908665 + Penalty 3768.557383 = -287630.351281
  nChanged 98
		SP:Iteration 6Q (3926.120000 sec): 3 clusters
  Score: Raw -291745.237282 + Penalty 3768.557383 = -287976.679899
  nChanged 96
		SP:Iteration 7Q (3926.130000 sec): 3 clusters
  Score: Raw -291948.855219 + Penalty 3768.557383 = -288180.297836
  nChanged 88
		SP:Iteration 8Q (3926.130000 sec): 3 clusters
  Score: Raw -292118.307779 + Penalty 3768.557383 = -288349.750395
  nChanged 76
		SP:Iteration 9Q (3926.140000 sec): 3 clusters
  Score: Raw -292264.368054 + Penalty 3768.557383 = -288495.810670
  nChanged 71
		SP:Iteration 10Q (3926.150000 sec): 3 clusters
  Score: Raw -292510.110058 + Penalty 3768.557383 = -288741.552674
  nChanged 80
		SP:Iteration 11Q (3926.150000 sec): 3 clusters
  Score: Raw -292807.047354 + Penalty 3768.557383 = -289038.489971
  nChanged 60
		SP:Iteration 12Q (3926.160000 sec): 3 clusters
  Score: Raw -292935.197256 + Penalty 3768.557383 = -289166.639873
  nChanged 53
		SP:Iteration 13Q (3926.160000 sec): 3 clusters
  Score: Raw -293018.739800 + Penalty 3768.557383 = -289250.182416
  nChanged 38
		SP:Iteration 14Q (3926.170000 sec): 3 clusters
  Score: Raw -293095.324866 + Penalty 3768.557383 = -289326.767483
  nChanged 33
		SP:Iteration 15Q (3926.170000 sec): 3 clusters
  Score: Raw -293159.044356 + Penalty 3768.557383 = -289390.486973
  nChanged 24
		SP:Iteration 16Q (3926.180000 sec): 3 clusters
  Score: Raw -293195.541739 + Penalty 3768.557383 = -289426.984355
  nChanged 13
		SP:Iteration 17Q (3926.190000 sec): 3 clusters
  Score: Raw -293212.225001 + Penalty 3768.557383 = -289443.667618
  nChanged 6
		SP:Iteration 18Q (3926.190000 sec): 3 clusters
  Score: Raw -293218.902039 + Penalty 3768.557383 = -289450.344656
  nChanged 3
		SP:Iteration 19Q (3926.190000 sec): 3 clusters
  Score: Raw -293220.763216 + Penalty 3768.557383 = -289452.205833
  nChanged 1
		SP:Iteration 20F (3926.200000 sec): 3 clusters
  Score: Raw -293221.428461 + Penalty 3768.557383 = -289452.871078
  nChanged 2
		SP:Iteration 21Q (3926.210000 sec): 3 clusters
  Score: Raw -293222.916853 + Penalty 3768.557383 = -289454.359469
  nChanged 1
		SP:Iteration 22Q (3926.210000 sec): 3 clusters
  Score: Raw -293223.377728 + Penalty 3768.557383 = -289454.820344
  nChanged 1
		SP:Iteration 23Q (3926.220000 sec): 3 clusters
  Score: Raw -293224.948761 + Penalty 3768.557383 = -289456.391377
  nChanged 1
		SP:Iteration 24Q (3926.220000 sec): 3 clusters
  Score: Raw -293225.860814 + Penalty 3768.557383 = -289457.303431
  nChanged 0
		SP:Iteration 25F (3926.230000 sec): 3 clusters
  Score: Raw -293225.860814 + Penalty 3768.557383 = -289457.303431
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 11.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (3781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3926.250000 sec): 2 clusters
  Score: Raw -380112.960133 + Penalty 2042.960463 = -378069.999669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3926.260000 sec): 3 clusters
  Score: Raw -379860.370215 + Penalty 4085.920927 = -375774.449288
  nChanged 1634
		SP:Iteration 1F (3926.270000 sec): 3 clusters
  Score: Raw -394246.494726 + Penalty 4085.920927 = -390160.573799
  nChanged 615
		SP:Iteration 2F (3926.290000 sec): 3 clusters
  Score: Raw -400806.945924 + Penalty 4085.920927 = -396721.024998
  nChanged 135
		SP:Iteration 3Q (3926.300000 sec): 3 clusters
  Score: Raw -402776.340619 + Penalty 4085.920927 = -398690.419692
  nChanged 54
		SP:Iteration 4Q (3926.310000 sec): 3 clusters
  Score: Raw -404124.907882 + Penalty 4085.920927 = -400038.986955
  nChanged 34
		SP:Iteration 5Q (3926.320000 sec): 3 clusters
  Score: Raw -405967.125493 + Penalty 4085.920927 = -401881.204566
  nChanged 20
		SP:Iteration 6Q (3926.330000 sec): 3 clusters
  Score: Raw -406505.659156 + Penalty 4085.920927 = -402419.738229
  nChanged 8
		SP:Iteration 7Q (3926.330000 sec): 3 clusters
  Score: Raw -406526.034443 + Penalty 4085.920927 = -402440.113516
  nChanged 0
		SP:Iteration 8F (3926.350000 sec): 3 clusters
  Score: Raw -406622.108279 + Penalty 4085.920927 = -402536.187352
  nChanged 12
		SP:Iteration 9Q (3926.360000 sec): 3 clusters
  Score: Raw -406788.670156 + Penalty 4085.920927 = -402702.749229
  nChanged 14
		SP:Iteration 10Q (3926.370000 sec): 3 clusters
  Score: Raw -406919.347105 + Penalty 4085.920927 = -402833.426178
  nChanged 7
		SP:Iteration 11Q (3926.380000 sec): 3 clusters
  Score: Raw -406958.858937 + Penalty 4085.920927 = -402872.938011
  nChanged 8
		SP:Iteration 12Q (3926.390000 sec): 3 clusters
  Score: Raw -406980.910827 + Penalty 4085.920927 = -402894.989901
  nChanged 4
		SP:Iteration 13Q (3926.390000 sec): 3 clusters
  Score: Raw -407008.356263 + Penalty 4085.920927 = -402922.435336
  nChanged 5
		SP:Iteration 14Q (3926.410000 sec): 3 clusters
  Score: Raw -407031.390313 + Penalty 4085.920927 = -402945.469386
  nChanged 5
		SP:Iteration 15Q (3926.410000 sec): 3 clusters
  Score: Raw -407071.609596 + Penalty 4085.920927 = -402985.688669
  nChanged 4
		SP:Iteration 16Q (3926.420000 sec): 3 clusters
  Score: Raw -407100.355575 + Penalty 4085.920927 = -403014.434648
  nChanged 5
		SP:Iteration 17Q (3926.430000 sec): 3 clusters
  Score: Raw -407109.007666 + Penalty 4085.920927 = -403023.086739
  nChanged 3
		SP:Iteration 18Q (3926.440000 sec): 3 clusters
  Score: Raw -407111.705697 + Penalty 4085.920927 = -403025.784771
  nChanged 0
		SP:Iteration 19F (3926.450000 sec): 3 clusters
  Score: Raw -407173.217567 + Penalty 4085.920927 = -403087.296641
  nChanged 6
		SP:Iteration 20F (3926.470000 sec): 3 clusters
  Score: Raw -407328.120647 + Penalty 4085.920927 = -403242.199720
  nChanged 9
		SP:Iteration 21Q (3926.480000 sec): 3 clusters
  Score: Raw -407504.700397 + Penalty 4085.920927 = -403418.779470
  nChanged 13
		SP:Iteration 22Q (3926.490000 sec): 3 clusters
  Score: Raw -407590.313264 + Penalty 4085.920927 = -403504.392337
  nChanged 12
		SP:Iteration 23Q (3926.500000 sec): 3 clusters
  Score: Raw -407625.551984 + Penalty 4085.920927 = -403539.631057
  nChanged 8
		SP:Iteration 24Q (3926.510000 sec): 3 clusters
  Score: Raw -407648.825000 + Penalty 4085.920927 = -403562.904073
  nChanged 5
		SP:Iteration 25Q (3926.510000 sec): 3 clusters
  Score: Raw -407658.548692 + Penalty 4085.920927 = -403572.627765
  nChanged 4
		SP:Iteration 26Q (3926.530000 sec): 3 clusters
  Score: Raw -407664.467160 + Penalty 4085.920927 = -403578.546234
  nChanged 3
		SP:Iteration 27Q (3926.530000 sec): 3 clusters
  Score: Raw -407666.681635 + Penalty 4085.920927 = -403580.760708
  nChanged 1
		SP:Iteration 28Q (3926.540000 sec): 3 clusters
  Score: Raw -407667.390686 + Penalty 4085.920927 = -403581.469759
  nChanged 1
		SP:Iteration 29Q (3926.550000 sec): 3 clusters
  Score: Raw -407668.382315 + Penalty 4085.920927 = -403582.461388
  nChanged 1
		SP:Iteration 30Q (3926.560000 sec): 3 clusters
  Score: Raw -407668.993021 + Penalty 4085.920927 = -403583.072094
  nChanged 2
		SP:Iteration 31Q (3926.570000 sec): 3 clusters
  Score: Raw -407670.550146 + Penalty 4085.920927 = -403584.629219
  nChanged 0
		SP:Iteration 32F (3926.590000 sec): 3 clusters
  Score: Raw -407671.515040 + Penalty 4085.920927 = -403585.594113
  nChanged 2
		SP:Iteration 33Q (3926.590000 sec): 3 clusters
  Score: Raw -407676.449014 + Penalty 4085.920927 = -403590.528088
  nChanged 3
		SP:Iteration 34Q (3926.600000 sec): 3 clusters
  Score: Raw -407679.310898 + Penalty 4085.920927 = -403593.389971
  nChanged 0
		SP:Iteration 35F (3926.620000 sec): 3 clusters
  Score: Raw -407679.310898 + Penalty 4085.920927 = -403593.389971
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 21.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (91453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3927.030000 sec): 2 clusters
  Score: Raw -13215397.663374 + Penalty 2833.047954 = -13212564.615420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3927.370000 sec): 3 clusters
  Score: Raw -13157213.911837 + Penalty 5666.095907 = -13151547.815929
  nChanged 43002
		SP:Iteration 1F (3927.710000 sec): 3 clusters
  Score: Raw -13182202.247113 + Penalty 5666.095907 = -13176536.151206
  nChanged 4381
		SP:Iteration 2Q (3928.050000 sec): 3 clusters
  Score: Raw -13184356.358102 + Penalty 5666.095907 = -13178690.262194
  nChanged 5659
		SP:Iteration 3F (3928.390000 sec): 3 clusters
  Score: Raw -13187986.038034 + Penalty 5666.095907 = -13182319.942127
  nChanged 7220
		SP:Iteration 4F (3928.730000 sec): 3 clusters
  Score: Raw -13193553.304074 + Penalty 5666.095907 = -13187887.208167
  nChanged 7933
		SP:Iteration 5F (3929.070000 sec): 3 clusters
  Score: Raw -13199898.414965 + Penalty 5666.095907 = -13194232.319058
  nChanged 6949
		SP:Iteration 6F (3929.410000 sec): 3 clusters
  Score: Raw -13204480.637422 + Penalty 5666.095907 = -13198814.541514
  nChanged 4985
		SP:Iteration 7F (3929.750000 sec): 3 clusters
  Score: Raw -13206957.616404 + Penalty 5666.095907 = -13201291.520497
  nChanged 3305
		SP:Iteration 8Q (3930.090000 sec): 3 clusters
  Score: Raw -13208230.060933 + Penalty 5666.095907 = -13202563.965026
  nChanged 2345
		SP:Iteration 9Q (3930.430000 sec): 3 clusters
  Score: Raw -13208987.941394 + Penalty 5666.095907 = -13203321.845486
  nChanged 1797
		SP:Iteration 10Q (3930.770000 sec): 3 clusters
  Score: Raw -13209541.023296 + Penalty 5666.095907 = -13203874.927389
  nChanged 1509
		SP:Iteration 11Q (3931.110000 sec): 3 clusters
  Score: Raw -13209988.766649 + Penalty 5666.095907 = -13204322.670742
  nChanged 1359
		SP:Iteration 12Q (3931.450000 sec): 3 clusters
  Score: Raw -13210422.501027 + Penalty 5666.095907 = -13204756.405120
  nChanged 1351
		SP:Iteration 13Q (3931.790000 sec): 3 clusters
  Score: Raw -13210895.901214 + Penalty 5666.095907 = -13205229.805307
  nChanged 1289
		SP:Iteration 14Q (3932.130000 sec): 3 clusters
  Score: Raw -13211354.311903 + Penalty 5666.095907 = -13205688.215996
  nChanged 1211
		SP:Iteration 15Q (3932.470000 sec): 3 clusters
  Score: Raw -13211855.106909 + Penalty 5666.095907 = -13206189.011002
  nChanged 1266
		SP:Iteration 16Q (3932.810000 sec): 3 clusters
  Score: Raw -13212419.771033 + Penalty 5666.095907 = -13206753.675125
  nChanged 1254
		SP:Iteration 17Q (3933.140000 sec): 3 clusters
  Score: Raw -13213048.194129 + Penalty 5666.095907 = -13207382.098222
  nChanged 1272
		SP:Iteration 18Q (3933.470000 sec): 3 clusters
  Score: Raw -13213775.569410 + Penalty 5666.095907 = -13208109.473503
  nChanged 1324
		SP:Iteration 19Q (3933.800000 sec): 3 clusters
  Score: Raw -13214586.922290 + Penalty 5666.095907 = -13208920.826383
  nChanged 1366
		SP:Iteration 20F (3934.140000 sec): 3 clusters
  Score: Raw -13215465.883668 + Penalty 5666.095907 = -13209799.787760
  nChanged 1356
		SP:Iteration 21Q (3934.440000 sec): 3 clusters
  Score: Raw -13216272.204612 + Penalty 5666.095907 = -13210606.108704
  nChanged 1266
		SP:Iteration 22Q (3934.750000 sec): 3 clusters
  Score: Raw -13216992.306575 + Penalty 5666.095907 = -13211326.210668
  nChanged 1167
		SP:Iteration 23Q (3935.040000 sec): 3 clusters
  Score: Raw -13217597.072252 + Penalty 5666.095907 = -13211930.976345
  nChanged 975
		SP:Iteration 24Q (3935.340000 sec): 3 clusters
  Score: Raw -13217998.186221 + Penalty 5666.095907 = -13212332.090314
  nChanged 753
		SP:Iteration 25Q (3935.630000 sec): 3 clusters
  Score: Raw -13218264.326056 + Penalty 5666.095907 = -13212598.230149
  nChanged 634
		SP:Iteration 26Q (3935.920000 sec): 3 clusters
  Score: Raw -13218471.978412 + Penalty 5666.095907 = -13212805.882504
  nChanged 566
		SP:Iteration 27Q (3936.210000 sec): 3 clusters
  Score: Raw -13218618.942524 + Penalty 5666.095907 = -13212952.846616
  nChanged 447
		SP:Iteration 28Q (3936.500000 sec): 3 clusters
  Score: Raw -13218716.887477 + Penalty 5666.095907 = -13213050.791570
  nChanged 344
		SP:Iteration 29Q (3936.790000 sec): 3 clusters
  Score: Raw -13218785.818558 + Penalty 5666.095907 = -13213119.722650
  nChanged 292
		SP:Iteration 30Q (3937.070000 sec): 3 clusters
  Score: Raw -13218840.123436 + Penalty 5666.095907 = -13213174.027529
  nChanged 288
		SP:Iteration 31Q (3937.360000 sec): 3 clusters
  Score: Raw -13218890.607394 + Penalty 5666.095907 = -13213224.511487
  nChanged 247
		SP:Iteration 32Q (3937.640000 sec): 3 clusters
  Score: Raw -13218928.116354 + Penalty 5666.095907 = -13213262.020447
  nChanged 221
		SP:Iteration 33Q (3937.920000 sec): 3 clusters
  Score: Raw -13218957.662413 + Penalty 5666.095907 = -13213291.566506
  nChanged 186
		SP:Iteration 34Q (3938.200000 sec): 3 clusters
  Score: Raw -13218981.801844 + Penalty 5666.095907 = -13213315.705937
  nChanged 176
		SP:Iteration 35Q (3938.480000 sec): 3 clusters
  Score: Raw -13219003.574975 + Penalty 5666.095907 = -13213337.479068
  nChanged 159
		SP:Iteration 36Q (3938.770000 sec): 3 clusters
  Score: Raw -13219022.187663 + Penalty 5666.095907 = -13213356.091756
  nChanged 154
		SP:Iteration 37Q (3939.050000 sec): 3 clusters
  Score: Raw -13219040.676394 + Penalty 5666.095907 = -13213374.580487
  nChanged 150
		SP:Iteration 38Q (3939.330000 sec): 3 clusters
  Score: Raw -13219056.310497 + Penalty 5666.095907 = -13213390.214590
  nChanged 120
		SP:Iteration 39Q (3939.610000 sec): 3 clusters
  Score: Raw -13219066.906149 + Penalty 5666.095907 = -13213400.810242
  nChanged 106
		SP:Iteration 40F (3939.950000 sec): 3 clusters
  Score: Raw -13219075.759924 + Penalty 5666.095907 = -13213409.664016
  nChanged 98
		SP:Iteration 41Q (3940.240000 sec): 3 clusters
  Score: Raw -13219084.206903 + Penalty 5666.095907 = -13213418.110995
  nChanged 76
		SP:Iteration 42Q (3940.520000 sec): 3 clusters
  Score: Raw -13219089.167452 + Penalty 5666.095907 = -13213423.071545
  nChanged 60
		SP:Iteration 43Q (3940.800000 sec): 3 clusters
  Score: Raw -13219093.173205 + Penalty 5666.095907 = -13213427.077297
  nChanged 48
		SP:Iteration 44Q (3941.090000 sec): 3 clusters
  Score: Raw -13219095.759392 + Penalty 5666.095907 = -13213429.663485
  nChanged 48
		SP:Iteration 45Q (3941.370000 sec): 3 clusters
  Score: Raw -13219098.307052 + Penalty 5666.095907 = -13213432.211144
  nChanged 48
		SP:Iteration 46Q (3941.650000 sec): 3 clusters
  Score: Raw -13219100.449752 + Penalty 5666.095907 = -13213434.353845
  nChanged 37
		SP:Iteration 47Q (3941.930000 sec): 3 clusters
  Score: Raw -13219102.096914 + Penalty 5666.095907 = -13213436.001007
  nChanged 43
		SP:Iteration 48Q (3942.210000 sec): 3 clusters
  Score: Raw -13219104.339577 + Penalty 5666.095907 = -13213438.243670
  nChanged 42
		SP:Iteration 49Q (3942.500000 sec): 3 clusters
  Score: Raw -13219106.123793 + Penalty 5666.095907 = -13213440.027885
  nChanged 31
		SP:Iteration 50Q (3942.790000 sec): 3 clusters
  Score: Raw -13219107.365737 + Penalty 5666.095907 = -13213441.269830
  nChanged 25
		SP:Iteration 51Q (3943.070000 sec): 3 clusters
  Score: Raw -13219108.240664 + Penalty 5666.095907 = -13213442.144757
  nChanged 22
		SP:Iteration 52Q (3943.350000 sec): 3 clusters
  Score: Raw -13219109.029544 + Penalty 5666.095907 = -13213442.933637
  nChanged 29
		SP:Iteration 53Q (3943.630000 sec): 3 clusters
  Score: Raw -13219110.074525 + Penalty 5666.095907 = -13213443.978618
  nChanged 26
		SP:Iteration 54Q (3943.910000 sec): 3 clusters
  Score: Raw -13219110.899164 + Penalty 5666.095907 = -13213444.803257
  nChanged 24
		SP:Iteration 55Q (3944.190000 sec): 3 clusters
  Score: Raw -13219111.683344 + Penalty 5666.095907 = -13213445.587437
  nChanged 19
		SP:Iteration 56Q (3944.480000 sec): 3 clusters
  Score: Raw -13219112.234706 + Penalty 5666.095907 = -13213446.138799
  nChanged 15
		SP:Iteration 57Q (3944.760000 sec): 3 clusters
  Score: Raw -13219112.727330 + Penalty 5666.095907 = -13213446.631422
  nChanged 9
		SP:Iteration 58Q (3945.040000 sec): 3 clusters
  Score: Raw -13219113.123373 + Penalty 5666.095907 = -13213447.027465
  nChanged 10
		SP:Iteration 59Q (3945.320000 sec): 3 clusters
  Score: Raw -13219113.374180 + Penalty 5666.095907 = -13213447.278273
  nChanged 7
		SP:Iteration 60F (3945.660000 sec): 3 clusters
  Score: Raw -13219113.583521 + Penalty 5666.095907 = -13213447.487614
  nChanged 4
		SP:Iteration 61Q (3945.940000 sec): 3 clusters
  Score: Raw -13219113.658932 + Penalty 5666.095907 = -13213447.563025
  nChanged 2
		SP:Iteration 62Q (3946.220000 sec): 3 clusters
  Score: Raw -13219113.682760 + Penalty 5666.095907 = -13213447.586853
  nChanged 2
		SP:Iteration 63Q (3946.500000 sec): 3 clusters
  Score: Raw -13219113.721047 + Penalty 5666.095907 = -13213447.625140
  nChanged 2
		SP:Iteration 64Q (3946.780000 sec): 3 clusters
  Score: Raw -13219113.752337 + Penalty 5666.095907 = -13213447.656430
  nChanged 2
		SP:Iteration 65Q (3947.060000 sec): 3 clusters
  Score: Raw -13219113.801874 + Penalty 5666.095907 = -13213447.705967
  nChanged 2
		SP:Iteration 66Q (3947.350000 sec): 3 clusters
  Score: Raw -13219113.826004 + Penalty 5666.095907 = -13213447.730097
  nChanged 1
		SP:Iteration 67Q (3947.630000 sec): 3 clusters
  Score: Raw -13219113.857372 + Penalty 5666.095907 = -13213447.761465
  nChanged 1
		SP:Iteration 68Q (3947.910000 sec): 3 clusters
  Score: Raw -13219113.886039 + Penalty 5666.095907 = -13213447.790132
  nChanged 1
		SP:Iteration 69Q (3948.190000 sec): 3 clusters
  Score: Raw -13219113.895902 + Penalty 5666.095907 = -13213447.799995
  nChanged 0
		SP:Iteration 70F (3948.530000 sec): 3 clusters
  Score: Raw -13219113.895902 + Penalty 5666.095907 = -13213447.799995
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 22.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (57595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3948.720000 sec): 2 clusters
  Score: Raw -8438685.958060 + Penalty 2718.375377 = -8435967.582683
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3948.930000 sec): 3 clusters
  Score: Raw -8402701.267967 + Penalty 5436.750755 = -8397264.517213
  nChanged 26837
		SP:Iteration 1F (3949.150000 sec): 3 clusters
  Score: Raw -8417837.807049 + Penalty 5436.750755 = -8412401.056294
  nChanged 2578
		SP:Iteration 2Q (3949.360000 sec): 3 clusters
  Score: Raw -8418714.550452 + Penalty 5436.750755 = -8413277.799697
  nChanged 2660
		SP:Iteration 3Q (3949.580000 sec): 3 clusters
  Score: Raw -8419703.331444 + Penalty 5436.750755 = -8414266.580689
  nChanged 2800
		SP:Iteration 4Q (3949.790000 sec): 3 clusters
  Score: Raw -8420866.110022 + Penalty 5436.750755 = -8415429.359268
  nChanged 2989
		SP:Iteration 5F (3950.010000 sec): 3 clusters
  Score: Raw -8422283.716215 + Penalty 5436.750755 = -8416846.965460
  nChanged 3242
		SP:Iteration 6F (3950.220000 sec): 3 clusters
  Score: Raw -8423955.421721 + Penalty 5436.750755 = -8418518.670967
  nChanged 3311
		SP:Iteration 7F (3950.430000 sec): 3 clusters
  Score: Raw -8425638.041927 + Penalty 5436.750755 = -8420201.291172
  nChanged 3140
		SP:Iteration 8F (3950.650000 sec): 3 clusters
  Score: Raw -8427072.877481 + Penalty 5436.750755 = -8421636.126726
  nChanged 2617
		SP:Iteration 9Q (3950.860000 sec): 3 clusters
  Score: Raw -8428097.476330 + Penalty 5436.750755 = -8422660.725576
  nChanged 2177
		SP:Iteration 10Q (3951.080000 sec): 3 clusters
  Score: Raw -8428845.992336 + Penalty 5436.750755 = -8423409.241581
  nChanged 1747
		SP:Iteration 11Q (3951.300000 sec): 3 clusters
  Score: Raw -8429426.694751 + Penalty 5436.750755 = -8423989.943996
  nChanged 1536
		SP:Iteration 12Q (3951.510000 sec): 3 clusters
  Score: Raw -8429944.324089 + Penalty 5436.750755 = -8424507.573334
  nChanged 1391
		SP:Iteration 13Q (3951.730000 sec): 3 clusters
  Score: Raw -8430458.287468 + Penalty 5436.750755 = -8425021.536713
  nChanged 1442
		SP:Iteration 14Q (3951.950000 sec): 3 clusters
  Score: Raw -8431054.076056 + Penalty 5436.750755 = -8425617.325302
  nChanged 1466
		SP:Iteration 15Q (3952.160000 sec): 3 clusters
  Score: Raw -8431745.542377 + Penalty 5436.750755 = -8426308.791623
  nChanged 1486
		SP:Iteration 16Q (3952.370000 sec): 3 clusters
  Score: Raw -8432526.849208 + Penalty 5436.750755 = -8427090.098453
  nChanged 1475
		SP:Iteration 17Q (3952.590000 sec): 3 clusters
  Score: Raw -8433357.986994 + Penalty 5436.750755 = -8427921.236240
  nChanged 1405
		SP:Iteration 18Q (3952.800000 sec): 3 clusters
  Score: Raw -8434147.131343 + Penalty 5436.750755 = -8428710.380589
  nChanged 1282
		SP:Iteration 19Q (3953.010000 sec): 3 clusters
  Score: Raw -8434852.870878 + Penalty 5436.750755 = -8429416.120124
  nChanged 1164
		SP:Iteration 20F (3953.220000 sec): 3 clusters
  Score: Raw -8435449.246069 + Penalty 5436.750755 = -8430012.495314
  nChanged 1007
		SP:Iteration 21Q (3953.410000 sec): 3 clusters
  Score: Raw -8435930.619944 + Penalty 5436.750755 = -8430493.869189
  nChanged 858
		SP:Iteration 22Q (3953.600000 sec): 3 clusters
  Score: Raw -8436314.340564 + Penalty 5436.750755 = -8430877.589810
  nChanged 780
		SP:Iteration 23Q (3953.790000 sec): 3 clusters
  Score: Raw -8436651.147400 + Penalty 5436.750755 = -8431214.396646
  nChanged 723
		SP:Iteration 24Q (3953.970000 sec): 3 clusters
  Score: Raw -8436959.101450 + Penalty 5436.750755 = -8431522.350696
  nChanged 665
		SP:Iteration 25Q (3954.150000 sec): 3 clusters
  Score: Raw -8437250.467818 + Penalty 5436.750755 = -8431813.717063
  nChanged 579
		SP:Iteration 26Q (3954.320000 sec): 3 clusters
  Score: Raw -8437501.552528 + Penalty 5436.750755 = -8432064.801773
  nChanged 515
		SP:Iteration 27Q (3954.490000 sec): 3 clusters
  Score: Raw -8437724.938838 + Penalty 5436.750755 = -8432288.188083
  nChanged 464
		SP:Iteration 28Q (3954.660000 sec): 3 clusters
  Score: Raw -8437929.163820 + Penalty 5436.750755 = -8432492.413065
  nChanged 389
		SP:Iteration 29Q (3954.830000 sec): 3 clusters
  Score: Raw -8438089.002872 + Penalty 5436.750755 = -8432652.252118
  nChanged 350
		SP:Iteration 30Q (3954.990000 sec): 3 clusters
  Score: Raw -8438237.940908 + Penalty 5436.750755 = -8432801.190154
  nChanged 308
		SP:Iteration 31Q (3955.160000 sec): 3 clusters
  Score: Raw -8438376.286739 + Penalty 5436.750755 = -8432939.535985
  nChanged 281
		SP:Iteration 32Q (3955.320000 sec): 3 clusters
  Score: Raw -8438502.548531 + Penalty 5436.750755 = -8433065.797776
  nChanged 229
		SP:Iteration 33Q (3955.480000 sec): 3 clusters
  Score: Raw -8438612.437170 + Penalty 5436.750755 = -8433175.686416
  nChanged 197
		SP:Iteration 34Q (3955.630000 sec): 3 clusters
  Score: Raw -8438704.865789 + Penalty 5436.750755 = -8433268.115035
  nChanged 138
		SP:Iteration 35Q (3955.790000 sec): 3 clusters
  Score: Raw -8438773.559563 + Penalty 5436.750755 = -8433336.808809
  nChanged 125
		SP:Iteration 36Q (3955.950000 sec): 3 clusters
  Score: Raw -8438831.330461 + Penalty 5436.750755 = -8433394.579707
  nChanged 101
		SP:Iteration 37Q (3956.110000 sec): 3 clusters
  Score: Raw -8438873.951504 + Penalty 5436.750755 = -8433437.200750
  nChanged 79
		SP:Iteration 38Q (3956.260000 sec): 3 clusters
  Score: Raw -8438906.356650 + Penalty 5436.750755 = -8433469.605895
  nChanged 69
		SP:Iteration 39Q (3956.410000 sec): 3 clusters
  Score: Raw -8438931.753259 + Penalty 5436.750755 = -8433495.002505
  nChanged 55
		SP:Iteration 40F (3956.620000 sec): 3 clusters
  Score: Raw -8438955.521434 + Penalty 5436.750755 = -8433518.770679
  nChanged 66
		SP:Iteration 41Q (3956.770000 sec): 3 clusters
  Score: Raw -8438984.089976 + Penalty 5436.750755 = -8433547.339222
  nChanged 60
		SP:Iteration 42Q (3956.920000 sec): 3 clusters
  Score: Raw -8439013.511111 + Penalty 5436.750755 = -8433576.760357
  nChanged 56
		SP:Iteration 43Q (3957.080000 sec): 3 clusters
  Score: Raw -8439040.054364 + Penalty 5436.750755 = -8433603.303609
  nChanged 59
		SP:Iteration 44Q (3957.230000 sec): 3 clusters
  Score: Raw -8439062.074352 + Penalty 5436.750755 = -8433625.323598
  nChanged 49
		SP:Iteration 45Q (3957.380000 sec): 3 clusters
  Score: Raw -8439080.720570 + Penalty 5436.750755 = -8433643.969816
  nChanged 56
		SP:Iteration 46Q (3957.530000 sec): 3 clusters
  Score: Raw -8439102.617665 + Penalty 5436.750755 = -8433665.866911
  nChanged 43
		SP:Iteration 47Q (3957.690000 sec): 3 clusters
  Score: Raw -8439118.887301 + Penalty 5436.750755 = -8433682.136546
  nChanged 34
		SP:Iteration 48Q (3957.840000 sec): 3 clusters
  Score: Raw -8439132.631777 + Penalty 5436.750755 = -8433695.881023
  nChanged 30
		SP:Iteration 49Q (3957.990000 sec): 3 clusters
  Score: Raw -8439145.382269 + Penalty 5436.750755 = -8433708.631514
  nChanged 27
		SP:Iteration 50Q (3958.140000 sec): 3 clusters
  Score: Raw -8439157.903483 + Penalty 5436.750755 = -8433721.152729
  nChanged 27
		SP:Iteration 51Q (3958.290000 sec): 3 clusters
  Score: Raw -8439168.960266 + Penalty 5436.750755 = -8433732.209512
  nChanged 22
		SP:Iteration 52Q (3958.440000 sec): 3 clusters
  Score: Raw -8439177.830256 + Penalty 5436.750755 = -8433741.079501
  nChanged 20
		SP:Iteration 53Q (3958.590000 sec): 3 clusters
  Score: Raw -8439184.933632 + Penalty 5436.750755 = -8433748.182877
  nChanged 20
		SP:Iteration 54Q (3958.730000 sec): 3 clusters
  Score: Raw -8439192.256464 + Penalty 5436.750755 = -8433755.505710
  nChanged 19
		SP:Iteration 55Q (3958.880000 sec): 3 clusters
  Score: Raw -8439201.466253 + Penalty 5436.750755 = -8433764.715499
  nChanged 19
		SP:Iteration 56Q (3959.030000 sec): 3 clusters
  Score: Raw -8439209.570463 + Penalty 5436.750755 = -8433772.819708
  nChanged 15
		SP:Iteration 57Q (3959.180000 sec): 3 clusters
  Score: Raw -8439217.743398 + Penalty 5436.750755 = -8433780.992643
  nChanged 17
		SP:Iteration 58Q (3959.330000 sec): 3 clusters
  Score: Raw -8439224.895124 + Penalty 5436.750755 = -8433788.144370
  nChanged 11
		SP:Iteration 59Q (3959.480000 sec): 3 clusters
  Score: Raw -8439229.750186 + Penalty 5436.750755 = -8433792.999432
  nChanged 10
		SP:Iteration 60F (3959.690000 sec): 3 clusters
  Score: Raw -8439233.631674 + Penalty 5436.750755 = -8433796.880919
  nChanged 8
		SP:Iteration 61Q (3959.830000 sec): 3 clusters
  Score: Raw -8439237.579916 + Penalty 5436.750755 = -8433800.829162
  nChanged 14
		SP:Iteration 62Q (3959.980000 sec): 3 clusters
  Score: Raw -8439245.361228 + Penalty 5436.750755 = -8433808.610473
  nChanged 10
		SP:Iteration 63Q (3960.130000 sec): 3 clusters
  Score: Raw -8439249.760348 + Penalty 5436.750755 = -8433813.009593
  nChanged 15
		SP:Iteration 64Q (3960.280000 sec): 3 clusters
  Score: Raw -8439254.537254 + Penalty 5436.750755 = -8433817.786499
  nChanged 7
		SP:Iteration 65Q (3960.430000 sec): 3 clusters
  Score: Raw -8439256.552483 + Penalty 5436.750755 = -8433819.801728
  nChanged 9
		SP:Iteration 66Q (3960.570000 sec): 3 clusters
  Score: Raw -8439259.013239 + Penalty 5436.750755 = -8433822.262485
  nChanged 2
		SP:Iteration 67Q (3960.720000 sec): 3 clusters
  Score: Raw -8439259.733262 + Penalty 5436.750755 = -8433822.982508
  nChanged 3
		SP:Iteration 68Q (3960.870000 sec): 3 clusters
  Score: Raw -8439260.536891 + Penalty 5436.750755 = -8433823.786136
  nChanged 1
		SP:Iteration 69Q (3961.020000 sec): 3 clusters
  Score: Raw -8439260.748014 + Penalty 5436.750755 = -8433823.997260
  nChanged 1
		SP:Iteration 70Q (3961.170000 sec): 3 clusters
  Score: Raw -8439260.847980 + Penalty 5436.750755 = -8433824.097226
  nChanged 0
		SP:Iteration 71F (3961.370000 sec): 3 clusters
  Score: Raw -8439260.847980 + Penalty 5436.750755 = -8433824.097226
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (3722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3961.410000 sec): 2 clusters
  Score: Raw -522082.777177 + Penalty 2039.060076 = -520043.717100
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3961.430000 sec): 3 clusters
  Score: Raw -520405.480780 + Penalty 4078.120153 = -516327.360627
  nChanged 1304
		SP:Iteration 1F (3961.440000 sec): 3 clusters
  Score: Raw -521211.384949 + Penalty 4078.120153 = -517133.264797
  nChanged 273
		SP:Iteration 2F (3961.450000 sec): 3 clusters
  Score: Raw -521372.435843 + Penalty 4078.120153 = -517294.315690
  nChanged 162
		SP:Iteration 3Q (3961.470000 sec): 3 clusters
  Score: Raw -521467.114234 + Penalty 4078.120153 = -517388.994081
  nChanged 116
		SP:Iteration 4Q (3961.480000 sec): 3 clusters
  Score: Raw -521532.237827 + Penalty 4078.120153 = -517454.117675
  nChanged 101
		SP:Iteration 5Q (3961.490000 sec): 3 clusters
  Score: Raw -521586.427683 + Penalty 4078.120153 = -517508.307530
  nChanged 79
		SP:Iteration 6Q (3961.510000 sec): 3 clusters
  Score: Raw -521622.012019 + Penalty 4078.120153 = -517543.891866
  nChanged 55
		SP:Iteration 7Q (3961.520000 sec): 3 clusters
  Score: Raw -521648.823209 + Penalty 4078.120153 = -517570.703056
  nChanged 50
		SP:Iteration 8Q (3961.530000 sec): 3 clusters
  Score: Raw -521669.596522 + Penalty 4078.120153 = -517591.476370
  nChanged 39
		SP:Iteration 9Q (3961.550000 sec): 3 clusters
  Score: Raw -521687.494058 + Penalty 4078.120153 = -517609.373905
  nChanged 33
		SP:Iteration 10Q (3961.560000 sec): 3 clusters
  Score: Raw -521701.051619 + Penalty 4078.120153 = -517622.931466
  nChanged 28
		SP:Iteration 11Q (3961.570000 sec): 3 clusters
  Score: Raw -521711.536487 + Penalty 4078.120153 = -517633.416335
  nChanged 20
		SP:Iteration 12Q (3961.590000 sec): 3 clusters
  Score: Raw -521722.290283 + Penalty 4078.120153 = -517644.170131
  nChanged 27
		SP:Iteration 13Q (3961.600000 sec): 3 clusters
  Score: Raw -521735.615231 + Penalty 4078.120153 = -517657.495078
  nChanged 29
		SP:Iteration 14Q (3961.610000 sec): 3 clusters
  Score: Raw -521748.576407 + Penalty 4078.120153 = -517670.456255
  nChanged 27
		SP:Iteration 15Q (3961.630000 sec): 3 clusters
  Score: Raw -521758.499636 + Penalty 4078.120153 = -517680.379483
  nChanged 20
		SP:Iteration 16Q (3961.640000 sec): 3 clusters
  Score: Raw -521764.715131 + Penalty 4078.120153 = -517686.594978
  nChanged 12
		SP:Iteration 17Q (3961.650000 sec): 3 clusters
  Score: Raw -521768.170313 + Penalty 4078.120153 = -517690.050160
  nChanged 8
		SP:Iteration 18Q (3961.670000 sec): 3 clusters
  Score: Raw -521771.231420 + Penalty 4078.120153 = -517693.111267
  nChanged 8
		SP:Iteration 19Q (3961.680000 sec): 3 clusters
  Score: Raw -521773.761686 + Penalty 4078.120153 = -517695.641533
  nChanged 11
		SP:Iteration 20F (3961.690000 sec): 3 clusters
  Score: Raw -521778.351327 + Penalty 4078.120153 = -517700.231175
  nChanged 19
		SP:Iteration 21Q (3961.710000 sec): 3 clusters
  Score: Raw -521785.397360 + Penalty 4078.120153 = -517707.277207
  nChanged 19
		SP:Iteration 22Q (3961.720000 sec): 3 clusters
  Score: Raw -521793.424139 + Penalty 4078.120153 = -517715.303986
  nChanged 25
		SP:Iteration 23Q (3961.730000 sec): 3 clusters
  Score: Raw -521803.244406 + Penalty 4078.120153 = -517725.124254
  nChanged 21
		SP:Iteration 24Q (3961.750000 sec): 3 clusters
  Score: Raw -521812.037578 + Penalty 4078.120153 = -517733.917425
  nChanged 23
		SP:Iteration 25Q (3961.760000 sec): 3 clusters
  Score: Raw -521822.312444 + Penalty 4078.120153 = -517744.192291
  nChanged 25
		SP:Iteration 26Q (3961.770000 sec): 3 clusters
  Score: Raw -521831.619215 + Penalty 4078.120153 = -517753.499062
  nChanged 19
		SP:Iteration 27Q (3961.790000 sec): 3 clusters
  Score: Raw -521838.711737 + Penalty 4078.120153 = -517760.591584
  nChanged 15
		SP:Iteration 28Q (3961.800000 sec): 3 clusters
  Score: Raw -521845.854205 + Penalty 4078.120153 = -517767.734052
  nChanged 21
		SP:Iteration 29Q (3961.810000 sec): 3 clusters
  Score: Raw -521855.320844 + Penalty 4078.120153 = -517777.200692
  nChanged 18
		SP:Iteration 30Q (3961.830000 sec): 3 clusters
  Score: Raw -521865.266142 + Penalty 4078.120153 = -517787.145989
  nChanged 28
		SP:Iteration 31Q (3961.840000 sec): 3 clusters
  Score: Raw -521879.772284 + Penalty 4078.120153 = -517801.652131
  nChanged 27
		SP:Iteration 32Q (3961.850000 sec): 3 clusters
  Score: Raw -521891.532581 + Penalty 4078.120153 = -517813.412428
  nChanged 24
		SP:Iteration 33Q (3961.870000 sec): 3 clusters
  Score: Raw -521904.306024 + Penalty 4078.120153 = -517826.185871
  nChanged 31
		SP:Iteration 34Q (3961.880000 sec): 3 clusters
  Score: Raw -521922.222961 + Penalty 4078.120153 = -517844.102808
  nChanged 31
		SP:Iteration 35Q (3961.890000 sec): 3 clusters
  Score: Raw -521943.318002 + Penalty 4078.120153 = -517865.197849
  nChanged 33
		SP:Iteration 36Q (3961.910000 sec): 3 clusters
  Score: Raw -521963.768014 + Penalty 4078.120153 = -517885.647861
  nChanged 31
		SP:Iteration 37Q (3961.920000 sec): 3 clusters
  Score: Raw -521983.533519 + Penalty 4078.120153 = -517905.413366
  nChanged 38
		SP:Iteration 38Q (3961.930000 sec): 3 clusters
  Score: Raw -522009.174578 + Penalty 4078.120153 = -517931.054425
  nChanged 48
		SP:Iteration 39Q (3961.950000 sec): 3 clusters
  Score: Raw -522042.713459 + Penalty 4078.120153 = -517964.593306
  nChanged 52
		SP:Iteration 40F (3961.960000 sec): 3 clusters
  Score: Raw -522079.335606 + Penalty 4078.120153 = -518001.215453
  nChanged 53
		SP:Iteration 41Q (3961.970000 sec): 3 clusters
  Score: Raw -522113.466579 + Penalty 4078.120153 = -518035.346426
  nChanged 42
		SP:Iteration 42Q (3961.990000 sec): 3 clusters
  Score: Raw -522144.716281 + Penalty 4078.120153 = -518066.596128
  nChanged 33
		SP:Iteration 43Q (3962.000000 sec): 3 clusters
  Score: Raw -522173.627992 + Penalty 4078.120153 = -518095.507839
  nChanged 52
		SP:Iteration 44Q (3962.010000 sec): 3 clusters
  Score: Raw -522221.767914 + Penalty 4078.120153 = -518143.647761
  nChanged 45
		SP:Iteration 45Q (3962.030000 sec): 3 clusters
  Score: Raw -522252.300247 + Penalty 4078.120153 = -518174.180094
  nChanged 38
		SP:Iteration 46Q (3962.040000 sec): 3 clusters
  Score: Raw -522275.770161 + Penalty 4078.120153 = -518197.650008
  nChanged 26
		SP:Iteration 47Q (3962.050000 sec): 3 clusters
  Score: Raw -522302.252279 + Penalty 4078.120153 = -518224.132126
  nChanged 33
		SP:Iteration 48Q (3962.060000 sec): 3 clusters
  Score: Raw -522323.167246 + Penalty 4078.120153 = -518245.047094
  nChanged 23
		SP:Iteration 49Q (3962.070000 sec): 3 clusters
  Score: Raw -522338.100745 + Penalty 4078.120153 = -518259.980592
  nChanged 26
		SP:Iteration 50Q (3962.090000 sec): 3 clusters
  Score: Raw -522356.373218 + Penalty 4078.120153 = -518278.253065
  nChanged 26
		SP:Iteration 51Q (3962.100000 sec): 3 clusters
  Score: Raw -522375.737483 + Penalty 4078.120153 = -518297.617330
  nChanged 26
		SP:Iteration 52Q (3962.110000 sec): 3 clusters
  Score: Raw -522396.507522 + Penalty 4078.120153 = -518318.387369
  nChanged 28
		SP:Iteration 53Q (3962.120000 sec): 3 clusters
  Score: Raw -522419.451560 + Penalty 4078.120153 = -518341.331407
  nChanged 30
		SP:Iteration 54Q (3962.130000 sec): 3 clusters
  Score: Raw -522441.701598 + Penalty 4078.120153 = -518363.581446
  nChanged 24
		SP:Iteration 55Q (3962.150000 sec): 3 clusters
  Score: Raw -522457.523091 + Penalty 4078.120153 = -518379.402938
  nChanged 26
		SP:Iteration 56Q (3962.160000 sec): 3 clusters
  Score: Raw -522474.298154 + Penalty 4078.120153 = -518396.178001
  nChanged 27
		SP:Iteration 57Q (3962.170000 sec): 3 clusters
  Score: Raw -522496.748063 + Penalty 4078.120153 = -518418.627910
  nChanged 39
		SP:Iteration 58Q (3962.180000 sec): 3 clusters
  Score: Raw -522538.348238 + Penalty 4078.120153 = -518460.228085
  nChanged 47
		SP:Iteration 59Q (3962.190000 sec): 3 clusters
  Score: Raw -522580.211287 + Penalty 4078.120153 = -518502.091134
  nChanged 42
		SP:Iteration 60F (3962.210000 sec): 3 clusters
  Score: Raw -522617.514493 + Penalty 4078.120153 = -518539.394340
  nChanged 38
		SP:Iteration 61Q (3962.220000 sec): 3 clusters
  Score: Raw -522649.263553 + Penalty 4078.120153 = -518571.143400
  nChanged 41
		SP:Iteration 62Q (3962.230000 sec): 3 clusters
  Score: Raw -522686.876189 + Penalty 4078.120153 = -518608.756036
  nChanged 46
		SP:Iteration 63Q (3962.240000 sec): 3 clusters
  Score: Raw -522729.729142 + Penalty 4078.120153 = -518651.608989
  nChanged 41
		SP:Iteration 64Q (3962.250000 sec): 3 clusters
  Score: Raw -522768.132568 + Penalty 4078.120153 = -518690.012415
  nChanged 39
		SP:Iteration 65Q (3962.270000 sec): 3 clusters
  Score: Raw -522799.575422 + Penalty 4078.120153 = -518721.455269
  nChanged 38
		SP:Iteration 66Q (3962.280000 sec): 3 clusters
  Score: Raw -522824.745934 + Penalty 4078.120153 = -518746.625781
  nChanged 24
		SP:Iteration 67Q (3962.290000 sec): 3 clusters
  Score: Raw -522841.519070 + Penalty 4078.120153 = -518763.398918
  nChanged 19
		SP:Iteration 68Q (3962.300000 sec): 3 clusters
  Score: Raw -522855.725781 + Penalty 4078.120153 = -518777.605628
  nChanged 17
		SP:Iteration 69Q (3962.310000 sec): 3 clusters
  Score: Raw -522867.796558 + Penalty 4078.120153 = -518789.676405
  nChanged 11
		SP:Iteration 70Q (3962.320000 sec): 3 clusters
  Score: Raw -522872.424944 + Penalty 4078.120153 = -518794.304791
  nChanged 8
		SP:Iteration 71Q (3962.330000 sec): 3 clusters
  Score: Raw -522877.188346 + Penalty 4078.120153 = -518799.068193
  nChanged 4
		SP:Iteration 72Q (3962.350000 sec): 3 clusters
  Score: Raw -522880.184579 + Penalty 4078.120153 = -518802.064426
  nChanged 2
		SP:Iteration 73Q (3962.360000 sec): 3 clusters
  Score: Raw -522881.228548 + Penalty 4078.120153 = -518803.108395
  nChanged 1
		SP:Iteration 74Q (3962.370000 sec): 3 clusters
  Score: Raw -522881.696072 + Penalty 4078.120153 = -518803.575919
  nChanged 3
		SP:Iteration 75Q (3962.380000 sec): 3 clusters
  Score: Raw -522883.578477 + Penalty 4078.120153 = -518805.458324
  nChanged 2
		SP:Iteration 76Q (3962.390000 sec): 3 clusters
  Score: Raw -522884.940280 + Penalty 4078.120153 = -518806.820127
  nChanged 2
		SP:Iteration 77Q (3962.400000 sec): 3 clusters
  Score: Raw -522885.736907 + Penalty 4078.120153 = -518807.616754
  nChanged 1
		SP:Iteration 78Q (3962.410000 sec): 3 clusters
  Score: Raw -522886.614413 + Penalty 4078.120153 = -518808.494260
  nChanged 1
		SP:Iteration 79Q (3962.430000 sec): 3 clusters
  Score: Raw -522886.840632 + Penalty 4078.120153 = -518808.720479
  nChanged 2
		SP:Iteration 80F (3962.440000 sec): 3 clusters
  Score: Raw -522887.460433 + Penalty 4078.120153 = -518809.340280
  nChanged 1
		SP:Iteration 81Q (3962.450000 sec): 3 clusters
  Score: Raw -522888.030474 + Penalty 4078.120153 = -518809.910321
  nChanged 1
		SP:Iteration 82Q (3962.460000 sec): 3 clusters
  Score: Raw -522888.613523 + Penalty 4078.120153 = -518810.493370
  nChanged 2
		SP:Iteration 83Q (3962.470000 sec): 3 clusters
  Score: Raw -522889.552479 + Penalty 4078.120153 = -518811.432326
  nChanged 1
		SP:Iteration 84Q (3962.490000 sec): 3 clusters
  Score: Raw -522889.900736 + Penalty 4078.120153 = -518811.780583
  nChanged 1
		SP:Iteration 85Q (3962.490000 sec): 3 clusters
  Score: Raw -522890.651395 + Penalty 4078.120153 = -518812.531242
  nChanged 2
		SP:Iteration 86Q (3962.510000 sec): 3 clusters
  Score: Raw -522891.253041 + Penalty 4078.120153 = -518813.132888
  nChanged 1
		SP:Iteration 87Q (3962.520000 sec): 3 clusters
  Score: Raw -522891.911904 + Penalty 4078.120153 = -518813.791751
  nChanged 0
		SP:Iteration 88F (3962.530000 sec): 3 clusters
  Score: Raw -522891.911904 + Penalty 4078.120153 = -518813.791751
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (2088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3962.540000 sec): 2 clusters
  Score: Raw -279211.497539 + Penalty 1895.702563 = -277315.794976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3962.550000 sec): 3 clusters
  Score: Raw -278635.734363 + Penalty 3791.405127 = -274844.329236
  nChanged 736
		SP:Iteration 1F (3962.560000 sec): 3 clusters
  Score: Raw -280200.896917 + Penalty 3791.405127 = -276409.491791
  nChanged 389
		SP:Iteration 2F (3962.560000 sec): 3 clusters
  Score: Raw -281829.802494 + Penalty 3791.405127 = -278038.397367
  nChanged 212
		SP:Iteration 3F (3962.570000 sec): 3 clusters
  Score: Raw -282532.343953 + Penalty 3791.405127 = -278740.938826
  nChanged 87
		SP:Iteration 4Q (3962.580000 sec): 3 clusters
  Score: Raw -282684.103144 + Penalty 3791.405127 = -278892.698017
  nChanged 29
		SP:Iteration 5Q (3962.580000 sec): 3 clusters
  Score: Raw -282764.838921 + Penalty 3791.405127 = -278973.433794
  nChanged 14
		SP:Iteration 6Q (3962.590000 sec): 3 clusters
  Score: Raw -282885.345154 + Penalty 3791.405127 = -279093.940028
  nChanged 12
		SP:Iteration 7Q (3962.590000 sec): 3 clusters
  Score: Raw -282995.151885 + Penalty 3791.405127 = -279203.746759
  nChanged 6
		SP:Iteration 8Q (3962.600000 sec): 3 clusters
  Score: Raw -283001.708523 + Penalty 3791.405127 = -279210.303397
  nChanged 3
		SP:Iteration 9Q (3962.610000 sec): 3 clusters
  Score: Raw -283004.849328 + Penalty 3791.405127 = -279213.444202
  nChanged 2
		SP:Iteration 10Q (3962.610000 sec): 3 clusters
  Score: Raw -283006.193711 + Penalty 3791.405127 = -279214.788584
  nChanged 0
		SP:Iteration 11F (3962.620000 sec): 3 clusters
  Score: Raw -283006.193711 + Penalty 3791.405127 = -279214.788584
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 23.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (35055 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3962.740000 sec): 2 clusters
  Score: Raw -5255597.260587 + Penalty 2595.239037 = -5253002.021550
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3962.870000 sec): 3 clusters
  Score: Raw -5234329.586042 + Penalty 5190.478074 = -5229139.107968
  nChanged 15869
		SP:Iteration 1F (3963.000000 sec): 3 clusters
  Score: Raw -5243089.225203 + Penalty 5190.478074 = -5237898.747130
  nChanged 1755
		SP:Iteration 2F (3963.130000 sec): 3 clusters
  Score: Raw -5243819.046166 + Penalty 5190.478074 = -5238628.568092
  nChanged 1690
		SP:Iteration 3Q (3963.260000 sec): 3 clusters
  Score: Raw -5244569.797288 + Penalty 5190.478074 = -5239379.319215
  nChanged 1628
		SP:Iteration 4Q (3963.390000 sec): 3 clusters
  Score: Raw -5245334.989599 + Penalty 5190.478074 = -5240144.511525
  nChanged 1650
		SP:Iteration 5Q (3963.520000 sec): 3 clusters
  Score: Raw -5246093.140453 + Penalty 5190.478074 = -5240902.662380
  nChanged 1546
		SP:Iteration 6Q (3963.650000 sec): 3 clusters
  Score: Raw -5246842.437952 + Penalty 5190.478074 = -5241651.959878
  nChanged 1510
		SP:Iteration 7Q (3963.790000 sec): 3 clusters
  Score: Raw -5247582.716216 + Penalty 5190.478074 = -5242392.238142
  nChanged 1547
		SP:Iteration 8Q (3963.910000 sec): 3 clusters
  Score: Raw -5248404.648516 + Penalty 5190.478074 = -5243214.170442
  nChanged 1614
		SP:Iteration 9Q (3964.040000 sec): 3 clusters
  Score: Raw -5249363.957261 + Penalty 5190.478074 = -5244173.479188
  nChanged 1649
		SP:Iteration 10Q (3964.170000 sec): 3 clusters
  Score: Raw -5250505.863870 + Penalty 5190.478074 = -5245315.385797
  nChanged 1634
		SP:Iteration 11Q (3964.300000 sec): 3 clusters
  Score: Raw -5251782.240251 + Penalty 5190.478074 = -5246591.762178
  nChanged 1461
		SP:Iteration 12Q (3964.420000 sec): 3 clusters
  Score: Raw -5252968.545482 + Penalty 5190.478074 = -5247778.067409
  nChanged 1119
		SP:Iteration 13Q (3964.540000 sec): 3 clusters
  Score: Raw -5253826.052951 + Penalty 5190.478074 = -5248635.574877
  nChanged 770
		SP:Iteration 14Q (3964.650000 sec): 3 clusters
  Score: Raw -5254360.181034 + Penalty 5190.478074 = -5249169.702961
  nChanged 576
		SP:Iteration 15Q (3964.760000 sec): 3 clusters
  Score: Raw -5254717.347586 + Penalty 5190.478074 = -5249526.869512
  nChanged 454
		SP:Iteration 16Q (3964.860000 sec): 3 clusters
  Score: Raw -5255000.821694 + Penalty 5190.478074 = -5249810.343620
  nChanged 354
		SP:Iteration 17Q (3964.960000 sec): 3 clusters
  Score: Raw -5255203.063241 + Penalty 5190.478074 = -5250012.585167
  nChanged 289
		SP:Iteration 18Q (3965.060000 sec): 3 clusters
  Score: Raw -5255371.809861 + Penalty 5190.478074 = -5250181.331787
  nChanged 225
		SP:Iteration 19Q (3965.160000 sec): 3 clusters
  Score: Raw -5255510.242670 + Penalty 5190.478074 = -5250319.764597
  nChanged 157
		SP:Iteration 20F (3965.290000 sec): 3 clusters
  Score: Raw -5255601.754460 + Penalty 5190.478074 = -5250411.276386
  nChanged 133
		SP:Iteration 21Q (3965.380000 sec): 3 clusters
  Score: Raw -5255673.522239 + Penalty 5190.478074 = -5250483.044166
  nChanged 77
		SP:Iteration 22Q (3965.480000 sec): 3 clusters
  Score: Raw -5255715.744566 + Penalty 5190.478074 = -5250525.266493
  nChanged 64
		SP:Iteration 23Q (3965.570000 sec): 3 clusters
  Score: Raw -5255749.737844 + Penalty 5190.478074 = -5250559.259770
  nChanged 62
		SP:Iteration 24Q (3965.670000 sec): 3 clusters
  Score: Raw -5255786.415568 + Penalty 5190.478074 = -5250595.937494
  nChanged 48
		SP:Iteration 25Q (3965.760000 sec): 3 clusters
  Score: Raw -5255818.740679 + Penalty 5190.478074 = -5250628.262606
  nChanged 48
		SP:Iteration 26Q (3965.850000 sec): 3 clusters
  Score: Raw -5255844.994109 + Penalty 5190.478074 = -5250654.516035
  nChanged 44
		SP:Iteration 27Q (3965.950000 sec): 3 clusters
  Score: Raw -5255867.700737 + Penalty 5190.478074 = -5250677.222663
  nChanged 34
		SP:Iteration 28Q (3966.040000 sec): 3 clusters
  Score: Raw -5255884.329251 + Penalty 5190.478074 = -5250693.851178
  nChanged 27
		SP:Iteration 29Q (3966.130000 sec): 3 clusters
  Score: Raw -5255898.442269 + Penalty 5190.478074 = -5250707.964196
  nChanged 17
		SP:Iteration 30Q (3966.220000 sec): 3 clusters
  Score: Raw -5255908.170139 + Penalty 5190.478074 = -5250717.692066
  nChanged 15
		SP:Iteration 31Q (3966.310000 sec): 3 clusters
  Score: Raw -5255916.232293 + Penalty 5190.478074 = -5250725.754219
  nChanged 15
		SP:Iteration 32Q (3966.410000 sec): 3 clusters
  Score: Raw -5255924.203029 + Penalty 5190.478074 = -5250733.724955
  nChanged 12
		SP:Iteration 33Q (3966.500000 sec): 3 clusters
  Score: Raw -5255932.330360 + Penalty 5190.478074 = -5250741.852287
  nChanged 16
		SP:Iteration 34Q (3966.590000 sec): 3 clusters
  Score: Raw -5255942.811739 + Penalty 5190.478074 = -5250752.333666
  nChanged 16
		SP:Iteration 35Q (3966.680000 sec): 3 clusters
  Score: Raw -5255952.145354 + Penalty 5190.478074 = -5250761.667280
  nChanged 14
		SP:Iteration 36Q (3966.770000 sec): 3 clusters
  Score: Raw -5255960.830231 + Penalty 5190.478074 = -5250770.352158
  nChanged 13
		SP:Iteration 37Q (3966.860000 sec): 3 clusters
  Score: Raw -5255969.589602 + Penalty 5190.478074 = -5250779.111528
  nChanged 13
		SP:Iteration 38Q (3966.950000 sec): 3 clusters
  Score: Raw -5255981.147772 + Penalty 5190.478074 = -5250790.669698
  nChanged 13
		SP:Iteration 39Q (3967.050000 sec): 3 clusters
  Score: Raw -5255989.026082 + Penalty 5190.478074 = -5250798.548009
  nChanged 9
		SP:Iteration 40F (3967.170000 sec): 3 clusters
  Score: Raw -5255993.328592 + Penalty 5190.478074 = -5250802.850519
  nChanged 3
		SP:Iteration 41Q (3967.260000 sec): 3 clusters
  Score: Raw -5255995.186513 + Penalty 5190.478074 = -5250804.708440
  nChanged 6
		SP:Iteration 42Q (3967.350000 sec): 3 clusters
  Score: Raw -5255999.683762 + Penalty 5190.478074 = -5250809.205689
  nChanged 5
		SP:Iteration 43Q (3967.450000 sec): 3 clusters
  Score: Raw -5256002.417156 + Penalty 5190.478074 = -5250811.939083
  nChanged 2
		SP:Iteration 44Q (3967.540000 sec): 3 clusters
  Score: Raw -5256004.503198 + Penalty 5190.478074 = -5250814.025124
  nChanged 2
		SP:Iteration 45Q (3967.630000 sec): 3 clusters
  Score: Raw -5256005.640412 + Penalty 5190.478074 = -5250815.162338
  nChanged 2
		SP:Iteration 46Q (3967.720000 sec): 3 clusters
  Score: Raw -5256006.499191 + Penalty 5190.478074 = -5250816.021117
  nChanged 1
		SP:Iteration 47Q (3967.810000 sec): 3 clusters
  Score: Raw -5256006.850206 + Penalty 5190.478074 = -5250816.372133
  nChanged 1
		SP:Iteration 48Q (3967.900000 sec): 3 clusters
  Score: Raw -5256007.439681 + Penalty 5190.478074 = -5250816.961607
  nChanged 0
		SP:Iteration 49F (3968.030000 sec): 3 clusters
  Score: Raw -5256007.439681 + Penalty 5190.478074 = -5250816.961607
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (21659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3968.100000 sec): 2 clusters
  Score: Raw -3063377.155095 + Penalty 2475.827735 = -3060901.327360
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3968.180000 sec): 3 clusters
  Score: Raw -3050727.295317 + Penalty 4951.655470 = -3045775.639846
  nChanged 9554
		SP:Iteration 1F (3968.260000 sec): 3 clusters
  Score: Raw -3055903.682020 + Penalty 4951.655470 = -3050952.026549
  nChanged 1195
		SP:Iteration 2F (3968.340000 sec): 3 clusters
  Score: Raw -3056357.063750 + Penalty 4951.655470 = -3051405.408280
  nChanged 1010
		SP:Iteration 3Q (3968.420000 sec): 3 clusters
  Score: Raw -3056718.742096 + Penalty 4951.655470 = -3051767.086626
  nChanged 910
		SP:Iteration 4Q (3968.500000 sec): 3 clusters
  Score: Raw -3057039.772578 + Penalty 4951.655470 = -3052088.117108
  nChanged 843
		SP:Iteration 5Q (3968.580000 sec): 3 clusters
  Score: Raw -3057340.285633 + Penalty 4951.655470 = -3052388.630163
  nChanged 754
		SP:Iteration 6Q (3968.660000 sec): 3 clusters
  Score: Raw -3057593.772328 + Penalty 4951.655470 = -3052642.116858
  nChanged 726
		SP:Iteration 7Q (3968.740000 sec): 3 clusters
  Score: Raw -3057856.896632 + Penalty 4951.655470 = -3052905.241161
  nChanged 716
		SP:Iteration 8Q (3968.830000 sec): 3 clusters
  Score: Raw -3058102.280699 + Penalty 4951.655470 = -3053150.625229
  nChanged 668
		SP:Iteration 9Q (3968.910000 sec): 3 clusters
  Score: Raw -3058338.542045 + Penalty 4951.655470 = -3053386.886575
  nChanged 673
		SP:Iteration 10Q (3968.990000 sec): 3 clusters
  Score: Raw -3058606.987336 + Penalty 4951.655470 = -3053655.331866
  nChanged 699
		SP:Iteration 11Q (3969.070000 sec): 3 clusters
  Score: Raw -3058938.315696 + Penalty 4951.655470 = -3053986.660226
  nChanged 792
		SP:Iteration 12Q (3969.150000 sec): 3 clusters
  Score: Raw -3059362.851395 + Penalty 4951.655470 = -3054411.195925
  nChanged 845
		SP:Iteration 13Q (3969.230000 sec): 3 clusters
  Score: Raw -3059879.333198 + Penalty 4951.655470 = -3054927.677728
  nChanged 896
		SP:Iteration 14Q (3969.310000 sec): 3 clusters
  Score: Raw -3060439.153153 + Penalty 4951.655470 = -3055487.497683
  nChanged 827
		SP:Iteration 15Q (3969.390000 sec): 3 clusters
  Score: Raw -3060906.728349 + Penalty 4951.655470 = -3055955.072879
  nChanged 669
		SP:Iteration 16Q (3969.470000 sec): 3 clusters
  Score: Raw -3061206.254997 + Penalty 4951.655470 = -3056254.599527
  nChanged 484
		SP:Iteration 17Q (3969.550000 sec): 3 clusters
  Score: Raw -3061357.073636 + Penalty 4951.655470 = -3056405.418165
  nChanged 347
		SP:Iteration 18Q (3969.620000 sec): 3 clusters
  Score: Raw -3061449.247057 + Penalty 4951.655470 = -3056497.591586
  nChanged 269
		SP:Iteration 19Q (3969.700000 sec): 3 clusters
  Score: Raw -3061519.289156 + Penalty 4951.655470 = -3056567.633686
  nChanged 232
		SP:Iteration 20F (3969.770000 sec): 3 clusters
  Score: Raw -3061573.367138 + Penalty 4951.655470 = -3056621.711667
  nChanged 184
		SP:Iteration 21Q (3969.850000 sec): 3 clusters
  Score: Raw -3061616.561431 + Penalty 4951.655470 = -3056664.905961
  nChanged 172
		SP:Iteration 22Q (3969.930000 sec): 3 clusters
  Score: Raw -3061647.193155 + Penalty 4951.655470 = -3056695.537685
  nChanged 132
		SP:Iteration 23Q (3970.000000 sec): 3 clusters
  Score: Raw -3061670.346966 + Penalty 4951.655470 = -3056718.691496
  nChanged 132
		SP:Iteration 24Q (3970.080000 sec): 3 clusters
  Score: Raw -3061693.738953 + Penalty 4951.655470 = -3056742.083483
  nChanged 125
		SP:Iteration 25Q (3970.150000 sec): 3 clusters
  Score: Raw -3061713.938744 + Penalty 4951.655470 = -3056762.283274
  nChanged 102
		SP:Iteration 26Q (3970.230000 sec): 3 clusters
  Score: Raw -3061733.509086 + Penalty 4951.655470 = -3056781.853616
  nChanged 112
		SP:Iteration 27Q (3970.300000 sec): 3 clusters
  Score: Raw -3061750.579048 + Penalty 4951.655470 = -3056798.923578
  nChanged 102
		SP:Iteration 28Q (3970.380000 sec): 3 clusters
  Score: Raw -3061765.150205 + Penalty 4951.655470 = -3056813.494735
  nChanged 84
		SP:Iteration 29Q (3970.450000 sec): 3 clusters
  Score: Raw -3061777.953990 + Penalty 4951.655470 = -3056826.298520
  nChanged 86
		SP:Iteration 30Q (3970.530000 sec): 3 clusters
  Score: Raw -3061789.709142 + Penalty 4951.655470 = -3056838.053672
  nChanged 71
		SP:Iteration 31Q (3970.600000 sec): 3 clusters
  Score: Raw -3061798.066154 + Penalty 4951.655470 = -3056846.410683
  nChanged 74
		SP:Iteration 32Q (3970.670000 sec): 3 clusters
  Score: Raw -3061807.230330 + Penalty 4951.655470 = -3056855.574860
  nChanged 79
		SP:Iteration 33Q (3970.750000 sec): 3 clusters
  Score: Raw -3061819.688238 + Penalty 4951.655470 = -3056868.032768
  nChanged 81
		SP:Iteration 34Q (3970.830000 sec): 3 clusters
  Score: Raw -3061831.787273 + Penalty 4951.655470 = -3056880.131803
  nChanged 83
		SP:Iteration 35Q (3970.900000 sec): 3 clusters
  Score: Raw -3061844.631190 + Penalty 4951.655470 = -3056892.975719
  nChanged 99
		SP:Iteration 36Q (3970.980000 sec): 3 clusters
  Score: Raw -3061857.471898 + Penalty 4951.655470 = -3056905.816428
  nChanged 82
		SP:Iteration 37Q (3971.050000 sec): 3 clusters
  Score: Raw -3061869.775728 + Penalty 4951.655470 = -3056918.120258
  nChanged 71
		SP:Iteration 38Q (3971.130000 sec): 3 clusters
  Score: Raw -3061879.709327 + Penalty 4951.655470 = -3056928.053857
  nChanged 74
		SP:Iteration 39Q (3971.210000 sec): 3 clusters
  Score: Raw -3061889.860545 + Penalty 4951.655470 = -3056938.205075
  nChanged 74
		SP:Iteration 40F (3971.280000 sec): 3 clusters
  Score: Raw -3061899.207126 + Penalty 4951.655470 = -3056947.551655
  nChanged 66
		SP:Iteration 41Q (3971.360000 sec): 3 clusters
  Score: Raw -3061907.535368 + Penalty 4951.655470 = -3056955.879897
  nChanged 65
		SP:Iteration 42Q (3971.430000 sec): 3 clusters
  Score: Raw -3061916.013576 + Penalty 4951.655470 = -3056964.358105
  nChanged 64
		SP:Iteration 43Q (3971.510000 sec): 3 clusters
  Score: Raw -3061923.807103 + Penalty 4951.655470 = -3056972.151632
  nChanged 53
		SP:Iteration 44Q (3971.580000 sec): 3 clusters
  Score: Raw -3061929.998254 + Penalty 4951.655470 = -3056978.342783
  nChanged 46
		SP:Iteration 45Q (3971.650000 sec): 3 clusters
  Score: Raw -3061935.303553 + Penalty 4951.655470 = -3056983.648082
  nChanged 49
		SP:Iteration 46Q (3971.730000 sec): 3 clusters
  Score: Raw -3061940.615993 + Penalty 4951.655470 = -3056988.960523
  nChanged 51
		SP:Iteration 47Q (3971.800000 sec): 3 clusters
  Score: Raw -3061945.513590 + Penalty 4951.655470 = -3056993.858120
  nChanged 28
		SP:Iteration 48Q (3971.880000 sec): 3 clusters
  Score: Raw -3061947.977456 + Penalty 4951.655470 = -3056996.321985
  nChanged 21
		SP:Iteration 49Q (3971.950000 sec): 3 clusters
  Score: Raw -3061949.362767 + Penalty 4951.655470 = -3056997.707297
  nChanged 17
		SP:Iteration 50Q (3972.030000 sec): 3 clusters
  Score: Raw -3061950.654355 + Penalty 4951.655470 = -3056998.998885
  nChanged 13
		SP:Iteration 51Q (3972.100000 sec): 3 clusters
  Score: Raw -3061951.747515 + Penalty 4951.655470 = -3057000.092044
  nChanged 15
		SP:Iteration 52Q (3972.170000 sec): 3 clusters
  Score: Raw -3061953.117810 + Penalty 4951.655470 = -3057001.462340
  nChanged 16
		SP:Iteration 53Q (3972.250000 sec): 3 clusters
  Score: Raw -3061954.726495 + Penalty 4951.655470 = -3057003.071024
  nChanged 22
		SP:Iteration 54Q (3972.330000 sec): 3 clusters
  Score: Raw -3061956.386857 + Penalty 4951.655470 = -3057004.731387
  nChanged 22
		SP:Iteration 55Q (3972.400000 sec): 3 clusters
  Score: Raw -3061958.262952 + Penalty 4951.655470 = -3057006.607482
  nChanged 29
		SP:Iteration 56Q (3972.480000 sec): 3 clusters
  Score: Raw -3061961.397077 + Penalty 4951.655470 = -3057009.741607
  nChanged 34
		SP:Iteration 57Q (3972.550000 sec): 3 clusters
  Score: Raw -3061964.954448 + Penalty 4951.655470 = -3057013.298978
  nChanged 36
		SP:Iteration 58Q (3972.630000 sec): 3 clusters
  Score: Raw -3061968.703479 + Penalty 4951.655470 = -3057017.048009
  nChanged 39
		SP:Iteration 59Q (3972.710000 sec): 3 clusters
  Score: Raw -3061972.846775 + Penalty 4951.655470 = -3057021.191304
  nChanged 44
		SP:Iteration 60F (3972.790000 sec): 3 clusters
  Score: Raw -3061978.080481 + Penalty 4951.655470 = -3057026.425010
  nChanged 53
		SP:Iteration 61Q (3972.860000 sec): 3 clusters
  Score: Raw -3061984.858547 + Penalty 4951.655470 = -3057033.203077
  nChanged 63
		SP:Iteration 62Q (3972.940000 sec): 3 clusters
  Score: Raw -3061992.512460 + Penalty 4951.655470 = -3057040.856990
  nChanged 55
		SP:Iteration 63Q (3973.010000 sec): 3 clusters
  Score: Raw -3061998.828686 + Penalty 4951.655470 = -3057047.173216
  nChanged 37
		SP:Iteration 64Q (3973.090000 sec): 3 clusters
  Score: Raw -3062002.081561 + Penalty 4951.655470 = -3057050.426091
  nChanged 30
		SP:Iteration 65Q (3973.160000 sec): 3 clusters
  Score: Raw -3062004.673249 + Penalty 4951.655470 = -3057053.017779
  nChanged 25
		SP:Iteration 66Q (3973.240000 sec): 3 clusters
  Score: Raw -3062007.160775 + Penalty 4951.655470 = -3057055.505305
  nChanged 28
		SP:Iteration 67Q (3973.310000 sec): 3 clusters
  Score: Raw -3062010.084763 + Penalty 4951.655470 = -3057058.429293
  nChanged 33
		SP:Iteration 68Q (3973.390000 sec): 3 clusters
  Score: Raw -3062013.591766 + Penalty 4951.655470 = -3057061.936296
  nChanged 38
		SP:Iteration 69Q (3973.460000 sec): 3 clusters
  Score: Raw -3062016.944407 + Penalty 4951.655470 = -3057065.288937
  nChanged 35
		SP:Iteration 70Q (3973.540000 sec): 3 clusters
  Score: Raw -3062019.772697 + Penalty 4951.655470 = -3057068.117227
  nChanged 31
		SP:Iteration 71Q (3973.610000 sec): 3 clusters
  Score: Raw -3062022.806594 + Penalty 4951.655470 = -3057071.151124
  nChanged 35
		SP:Iteration 72Q (3973.690000 sec): 3 clusters
  Score: Raw -3062026.054383 + Penalty 4951.655470 = -3057074.398912
  nChanged 33
		SP:Iteration 73Q (3973.760000 sec): 3 clusters
  Score: Raw -3062028.869514 + Penalty 4951.655470 = -3057077.214044
  nChanged 31
		SP:Iteration 74Q (3973.840000 sec): 3 clusters
  Score: Raw -3062031.298883 + Penalty 4951.655470 = -3057079.643413
  nChanged 32
		SP:Iteration 75Q (3973.910000 sec): 3 clusters
  Score: Raw -3062033.729651 + Penalty 4951.655470 = -3057082.074181
  nChanged 31
		SP:Iteration 76Q (3973.990000 sec): 3 clusters
  Score: Raw -3062035.869402 + Penalty 4951.655470 = -3057084.213931
  nChanged 26
		SP:Iteration 77Q (3974.060000 sec): 3 clusters
  Score: Raw -3062038.040678 + Penalty 4951.655470 = -3057086.385208
  nChanged 25
		SP:Iteration 78Q (3974.140000 sec): 3 clusters
  Score: Raw -3062040.067446 + Penalty 4951.655470 = -3057088.411976
  nChanged 33
		SP:Iteration 79Q (3974.210000 sec): 3 clusters
  Score: Raw -3062042.902692 + Penalty 4951.655470 = -3057091.247222
  nChanged 30
		SP:Iteration 80F (3974.290000 sec): 3 clusters
  Score: Raw -3062045.496704 + Penalty 4951.655470 = -3057093.841233
  nChanged 26
		SP:Iteration 81Q (3974.370000 sec): 3 clusters
  Score: Raw -3062047.795323 + Penalty 4951.655470 = -3057096.139853
  nChanged 30
		SP:Iteration 82Q (3974.440000 sec): 3 clusters
  Score: Raw -3062051.228853 + Penalty 4951.655470 = -3057099.573383
  nChanged 34
		SP:Iteration 83Q (3974.520000 sec): 3 clusters
  Score: Raw -3062055.092601 + Penalty 4951.655470 = -3057103.437130
  nChanged 39
		SP:Iteration 84Q (3974.600000 sec): 3 clusters
  Score: Raw -3062058.629574 + Penalty 4951.655470 = -3057106.974103
  nChanged 33
		SP:Iteration 85Q (3974.670000 sec): 3 clusters
  Score: Raw -3062061.999454 + Penalty 4951.655470 = -3057110.343984
  nChanged 35
		SP:Iteration 86Q (3974.750000 sec): 3 clusters
  Score: Raw -3062065.744363 + Penalty 4951.655470 = -3057114.088893
  nChanged 36
		SP:Iteration 87Q (3974.820000 sec): 3 clusters
  Score: Raw -3062069.359160 + Penalty 4951.655470 = -3057117.703690
  nChanged 46
		SP:Iteration 88Q (3974.900000 sec): 3 clusters
  Score: Raw -3062074.514134 + Penalty 4951.655470 = -3057122.858664
  nChanged 52
		SP:Iteration 89Q (3974.980000 sec): 3 clusters
  Score: Raw -3062081.340379 + Penalty 4951.655470 = -3057129.684909
  nChanged 61
		SP:Iteration 90Q (3975.050000 sec): 3 clusters
  Score: Raw -3062091.097419 + Penalty 4951.655470 = -3057139.441949
  nChanged 82
		SP:Iteration 91Q (3975.130000 sec): 3 clusters
  Score: Raw -3062103.070735 + Penalty 4951.655470 = -3057151.415265
  nChanged 89
		SP:Iteration 92Q (3975.200000 sec): 3 clusters
  Score: Raw -3062117.022143 + Penalty 4951.655470 = -3057165.366673
  nChanged 102
		SP:Iteration 93Q (3975.280000 sec): 3 clusters
  Score: Raw -3062134.654677 + Penalty 4951.655470 = -3057182.999206
  nChanged 109
		SP:Iteration 94Q (3975.350000 sec): 3 clusters
  Score: Raw -3062153.823554 + Penalty 4951.655470 = -3057202.168083
  nChanged 95
		SP:Iteration 95Q (3975.430000 sec): 3 clusters
  Score: Raw -3062168.769451 + Penalty 4951.655470 = -3057217.113981
  nChanged 88
		SP:Iteration 96Q (3975.500000 sec): 3 clusters
  Score: Raw -3062180.461076 + Penalty 4951.655470 = -3057228.805605
  nChanged 72
		SP:Iteration 97Q (3975.580000 sec): 3 clusters
  Score: Raw -3062192.208858 + Penalty 4951.655470 = -3057240.553388
  nChanged 83
		SP:Iteration 98Q (3975.650000 sec): 3 clusters
  Score: Raw -3062205.162982 + Penalty 4951.655470 = -3057253.507512
  nChanged 87
		SP:Iteration 99Q (3975.730000 sec): 3 clusters
  Score: Raw -3062221.425015 + Penalty 4951.655470 = -3057269.769545
  nChanged 100
		SP:Iteration 100F (3975.810000 sec): 3 clusters
  Score: Raw -3062237.033588 + Penalty 4951.655470 = -3057285.378117
  nChanged 89
		SP:Iteration 101Q (3975.880000 sec): 3 clusters
  Score: Raw -3062249.614445 + Penalty 4951.655470 = -3057297.958975
  nChanged 87
		SP:Iteration 102Q (3975.960000 sec): 3 clusters
  Score: Raw -3062262.987555 + Penalty 4951.655470 = -3057311.332085
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		SP:Iteration 103Q (3976.030000 sec): 3 clusters
  Score: Raw -3062276.226303 + Penalty 4951.655470 = -3057324.570832
  nChanged 73
		SP:Iteration 104Q (3976.110000 sec): 3 clusters
  Score: Raw -3062288.199574 + Penalty 4951.655470 = -3057336.544104
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		SP:Iteration 105Q (3976.180000 sec): 3 clusters
  Score: Raw -3062300.962884 + Penalty 4951.655470 = -3057349.307414
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		SP:Iteration 106Q (3976.260000 sec): 3 clusters
  Score: Raw -3062314.137384 + Penalty 4951.655470 = -3057362.481914
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		SP:Iteration 107Q (3976.330000 sec): 3 clusters
  Score: Raw -3062330.336776 + Penalty 4951.655470 = -3057378.681306
  nChanged 102
		SP:Iteration 108Q (3976.400000 sec): 3 clusters
  Score: Raw -3062348.676441 + Penalty 4951.655470 = -3057397.020971
  nChanged 99
		SP:Iteration 109Q (3976.480000 sec): 3 clusters
  Score: Raw -3062368.108893 + Penalty 4951.655470 = -3057416.453423
  nChanged 104
		SP:Iteration 110Q (3976.550000 sec): 3 clusters
  Score: Raw -3062388.024637 + Penalty 4951.655470 = -3057436.369166
  nChanged 90
		SP:Iteration 111Q (3976.630000 sec): 3 clusters
  Score: Raw -3062403.598978 + Penalty 4951.655470 = -3057451.943508
  nChanged 84
		SP:Iteration 112Q (3976.700000 sec): 3 clusters
  Score: Raw -3062419.141330 + Penalty 4951.655470 = -3057467.485860
  nChanged 98
		SP:Iteration 113Q (3976.770000 sec): 3 clusters
  Score: Raw -3062441.569025 + Penalty 4951.655470 = -3057489.913555
  nChanged 112
		SP:Iteration 114Q (3976.850000 sec): 3 clusters
  Score: Raw -3062465.052412 + Penalty 4951.655470 = -3057513.396941
  nChanged 108
		SP:Iteration 115Q (3976.920000 sec): 3 clusters
  Score: Raw -3062487.983903 + Penalty 4951.655470 = -3057536.328433
  nChanged 117
		SP:Iteration 116Q (3976.990000 sec): 3 clusters
  Score: Raw -3062511.849769 + Penalty 4951.655470 = -3057560.194299
  nChanged 106
		SP:Iteration 117Q (3977.070000 sec): 3 clusters
  Score: Raw -3062534.531874 + Penalty 4951.655470 = -3057582.876404
  nChanged 119
		SP:Iteration 118Q (3977.140000 sec): 3 clusters
  Score: Raw -3062558.171344 + Penalty 4951.655470 = -3057606.515874
  nChanged 115
		SP:Iteration 119Q (3977.210000 sec): 3 clusters
  Score: Raw -3062582.040065 + Penalty 4951.655470 = -3057630.384595
  nChanged 110
		SP:Iteration 120F (3977.290000 sec): 3 clusters
  Score: Raw -3062607.880259 + Penalty 4951.655470 = -3057656.224788
  nChanged 124
		SP:Iteration 121Q (3977.360000 sec): 3 clusters
  Score: Raw -3062639.568206 + Penalty 4951.655470 = -3057687.912736
  nChanged 107
		SP:Iteration 122Q (3977.440000 sec): 3 clusters
  Score: Raw -3062664.410143 + Penalty 4951.655470 = -3057712.754672
  nChanged 130
		SP:Iteration 123Q (3977.510000 sec): 3 clusters
  Score: Raw -3062694.074945 + Penalty 4951.655470 = -3057742.419475
  nChanged 124
		SP:Iteration 124Q (3977.580000 sec): 3 clusters
  Score: Raw -3062724.092629 + Penalty 4951.655470 = -3057772.437159
  nChanged 126
		SP:Iteration 125Q (3977.660000 sec): 3 clusters
  Score: Raw -3062754.706408 + Penalty 4951.655470 = -3057803.050938
  nChanged 110
		SP:Iteration 126Q (3977.730000 sec): 3 clusters
  Score: Raw -3062783.459759 + Penalty 4951.655470 = -3057831.804289
  nChanged 130
		SP:Iteration 127Q (3977.800000 sec): 3 clusters
  Score: Raw -3062817.165035 + Penalty 4951.655470 = -3057865.509565
  nChanged 139
		SP:Iteration 128Q (3977.880000 sec): 3 clusters
  Score: Raw -3062852.655516 + Penalty 4951.655470 = -3057901.000045
  nChanged 115
		SP:Iteration 129Q (3977.950000 sec): 3 clusters
  Score: Raw -3062882.879438 + Penalty 4951.655470 = -3057931.223968
  nChanged 110
		SP:Iteration 130Q (3978.020000 sec): 3 clusters
  Score: Raw -3062915.804292 + Penalty 4951.655470 = -3057964.148822
  nChanged 110
		SP:Iteration 131Q (3978.090000 sec): 3 clusters
  Score: Raw -3062948.946467 + Penalty 4951.655470 = -3057997.290996
  nChanged 122
		SP:Iteration 132Q (3978.160000 sec): 3 clusters
  Score: Raw -3062982.990768 + Penalty 4951.655470 = -3058031.335298
  nChanged 107
		SP:Iteration 133Q (3978.230000 sec): 3 clusters
  Score: Raw -3063017.825285 + Penalty 4951.655470 = -3058066.169814
  nChanged 108
		SP:Iteration 134Q (3978.300000 sec): 3 clusters
  Score: Raw -3063051.955002 + Penalty 4951.655470 = -3058100.299532
  nChanged 109
		SP:Iteration 135Q (3978.370000 sec): 3 clusters
  Score: Raw -3063081.227143 + Penalty 4951.655470 = -3058129.571673
  nChanged 102
		SP:Iteration 136Q (3978.440000 sec): 3 clusters
  Score: Raw -3063108.938083 + Penalty 4951.655470 = -3058157.282613
  nChanged 102
		SP:Iteration 137Q (3978.510000 sec): 3 clusters
  Score: Raw -3063133.738672 + Penalty 4951.655470 = -3058182.083202
  nChanged 86
		SP:Iteration 138Q (3978.580000 sec): 3 clusters
  Score: Raw -3063153.974025 + Penalty 4951.655470 = -3058202.318555
  nChanged 73
		SP:Iteration 139Q (3978.650000 sec): 3 clusters
  Score: Raw -3063170.415733 + Penalty 4951.655470 = -3058218.760263
  nChanged 69
		SP:Iteration 140F (3978.730000 sec): 3 clusters
  Score: Raw -3063184.485883 + Penalty 4951.655470 = -3058232.830413
  nChanged 67
		SP:Iteration 141Q (3978.800000 sec): 3 clusters
  Score: Raw -3063197.832327 + Penalty 4951.655470 = -3058246.176856
  nChanged 59
		SP:Iteration 142Q (3978.870000 sec): 3 clusters
  Score: Raw -3063209.083088 + Penalty 4951.655470 = -3058257.427618
  nChanged 68
		SP:Iteration 143Q (3978.940000 sec): 3 clusters
  Score: Raw -3063221.442777 + Penalty 4951.655470 = -3058269.787307
  nChanged 65
		SP:Iteration 144Q (3979.010000 sec): 3 clusters
  Score: Raw -3063232.080364 + Penalty 4951.655470 = -3058280.424894
  nChanged 48
		SP:Iteration 145Q (3979.080000 sec): 3 clusters
  Score: Raw -3063238.608861 + Penalty 4951.655470 = -3058286.953391
  nChanged 33
		SP:Iteration 146Q (3979.140000 sec): 3 clusters
  Score: Raw -3063243.398650 + Penalty 4951.655470 = -3058291.743179
  nChanged 30
		SP:Iteration 147Q (3979.210000 sec): 3 clusters
  Score: Raw -3063247.643585 + Penalty 4951.655470 = -3058295.988115
  nChanged 30
		SP:Iteration 148Q (3979.280000 sec): 3 clusters
  Score: Raw -3063252.562054 + Penalty 4951.655470 = -3058300.906583
  nChanged 27
		SP:Iteration 149Q (3979.350000 sec): 3 clusters
  Score: Raw -3063256.471841 + Penalty 4951.655470 = -3058304.816370
  nChanged 25
		SP:Iteration 150Q (3979.420000 sec): 3 clusters
  Score: Raw -3063260.363663 + Penalty 4951.655470 = -3058308.708193
  nChanged 21
		SP:Iteration 151Q (3979.480000 sec): 3 clusters
  Score: Raw -3063265.512431 + Penalty 4951.655470 = -3058313.856961
  nChanged 23
		SP:Iteration 152Q (3979.550000 sec): 3 clusters
  Score: Raw -3063268.948079 + Penalty 4951.655470 = -3058317.292609
  nChanged 32
		SP:Iteration 153Q (3979.620000 sec): 3 clusters
  Score: Raw -3063274.450579 + Penalty 4951.655470 = -3058322.795109
  nChanged 27
		SP:Iteration 154Q (3979.680000 sec): 3 clusters
  Score: Raw -3063278.270000 + Penalty 4951.655470 = -3058326.614530
  nChanged 16
		SP:Iteration 155Q (3979.750000 sec): 3 clusters
  Score: Raw -3063280.497903 + Penalty 4951.655470 = -3058328.842433
  nChanged 21
		SP:Iteration 156Q (3979.820000 sec): 3 clusters
  Score: Raw -3063283.499106 + Penalty 4951.655470 = -3058331.843636
  nChanged 21
		SP:Iteration 157Q (3979.890000 sec): 3 clusters
  Score: Raw -3063286.184678 + Penalty 4951.655470 = -3058334.529207
  nChanged 19
		SP:Iteration 158Q (3979.960000 sec): 3 clusters
  Score: Raw -3063288.770999 + Penalty 4951.655470 = -3058337.115528
  nChanged 17
		SP:Iteration 159Q (3980.020000 sec): 3 clusters
  Score: Raw -3063290.945407 + Penalty 4951.655470 = -3058339.289936
  nChanged 14
		SP:Iteration 160F (3980.100000 sec): 3 clusters
  Score: Raw -3063292.420104 + Penalty 4951.655470 = -3058340.764634
  nChanged 6
		SP:Iteration 161Q (3980.170000 sec): 3 clusters
  Score: Raw -3063293.036941 + Penalty 4951.655470 = -3058341.381471
  nChanged 7
		SP:Iteration 162Q (3980.240000 sec): 3 clusters
  Score: Raw -3063293.552586 + Penalty 4951.655470 = -3058341.897116
  nChanged 5
		SP:Iteration 163Q (3980.300000 sec): 3 clusters
  Score: Raw -3063294.088351 + Penalty 4951.655470 = -3058342.432881
  nChanged 6
		SP:Iteration 164Q (3980.370000 sec): 3 clusters
  Score: Raw -3063294.782812 + Penalty 4951.655470 = -3058343.127342
  nChanged 6
		SP:Iteration 165Q (3980.440000 sec): 3 clusters
  Score: Raw -3063295.529379 + Penalty 4951.655470 = -3058343.873909
  nChanged 4
		SP:Iteration 166Q (3980.510000 sec): 3 clusters
  Score: Raw -3063295.949838 + Penalty 4951.655470 = -3058344.294368
  nChanged 5
		SP:Iteration 167Q (3980.580000 sec): 3 clusters
  Score: Raw -3063296.821999 + Penalty 4951.655470 = -3058345.166529
  nChanged 5
		SP:Iteration 168Q (3980.640000 sec): 3 clusters
  Score: Raw -3063297.448438 + Penalty 4951.655470 = -3058345.792967
  nChanged 12
		SP:Iteration 169Q (3980.710000 sec): 3 clusters
  Score: Raw -3063299.173132 + Penalty 4951.655470 = -3058347.517661
  nChanged 9
		SP:Iteration 170Q (3980.780000 sec): 3 clusters
  Score: Raw -3063300.189094 + Penalty 4951.655470 = -3058348.533624
  nChanged 12
		SP:Iteration 171Q (3980.840000 sec): 3 clusters
  Score: Raw -3063302.251938 + Penalty 4951.655470 = -3058350.596468
  nChanged 15
		SP:Iteration 172Q (3980.910000 sec): 3 clusters
  Score: Raw -3063304.620425 + Penalty 4951.655470 = -3058352.964955
  nChanged 12
		SP:Iteration 173Q (3980.980000 sec): 3 clusters
  Score: Raw -3063305.685327 + Penalty 4951.655470 = -3058354.029857
  nChanged 6
		SP:Iteration 174Q (3981.040000 sec): 3 clusters
  Score: Raw -3063306.386929 + Penalty 4951.655470 = -3058354.731459
  nChanged 6
		SP:Iteration 175Q (3981.110000 sec): 3 clusters
  Score: Raw -3063306.987516 + Penalty 4951.655470 = -3058355.332046
  nChanged 8
		SP:Iteration 176Q (3981.180000 sec): 3 clusters
  Score: Raw -3063307.725889 + Penalty 4951.655470 = -3058356.070419
  nChanged 9
		SP:Iteration 177Q (3981.240000 sec): 3 clusters
  Score: Raw -3063308.631365 + Penalty 4951.655470 = -3058356.975895
  nChanged 8
		SP:Iteration 178Q (3981.310000 sec): 3 clusters
  Score: Raw -3063309.464339 + Penalty 4951.655470 = -3058357.808869
  nChanged 9
		SP:Iteration 179Q (3981.380000 sec): 3 clusters
  Score: Raw -3063310.356434 + Penalty 4951.655470 = -3058358.700964
  nChanged 9
		SP:Iteration 180F (3981.460000 sec): 3 clusters
  Score: Raw -3063311.186140 + Penalty 4951.655470 = -3058359.530669
  nChanged 8
		SP:Iteration 181Q (3981.520000 sec): 3 clusters
  Score: Raw -3063312.221244 + Penalty 4951.655470 = -3058360.565773
  nChanged 6
		SP:Iteration 182Q (3981.590000 sec): 3 clusters
  Score: Raw -3063312.901357 + Penalty 4951.655470 = -3058361.245886
  nChanged 4
		SP:Iteration 183Q (3981.660000 sec): 3 clusters
  Score: Raw -3063313.748513 + Penalty 4951.655470 = -3058362.093042
  nChanged 3
		SP:Iteration 184Q (3981.720000 sec): 3 clusters
  Score: Raw -3063314.191740 + Penalty 4951.655470 = -3058362.536269
  nChanged 5
		SP:Iteration 185Q (3981.790000 sec): 3 clusters
  Score: Raw -3063314.782932 + Penalty 4951.655470 = -3058363.127462
  nChanged 7
		SP:Iteration 186Q (3981.860000 sec): 3 clusters
  Score: Raw -3063315.783853 + Penalty 4951.655470 = -3058364.128383
  nChanged 4
		SP:Iteration 187Q (3981.920000 sec): 3 clusters
  Score: Raw -3063316.074584 + Penalty 4951.655470 = -3058364.419114
  nChanged 6
		SP:Iteration 188Q (3981.990000 sec): 3 clusters
  Score: Raw -3063317.251043 + Penalty 4951.655470 = -3058365.595573
  nChanged 11
		SP:Iteration 189Q (3982.060000 sec): 3 clusters
  Score: Raw -3063319.382895 + Penalty 4951.655470 = -3058367.727424
  nChanged 14
		SP:Iteration 190Q (3982.120000 sec): 3 clusters
  Score: Raw -3063320.896330 + Penalty 4951.655470 = -3058369.240860
  nChanged 14
		SP:Iteration 191Q (3982.190000 sec): 3 clusters
  Score: Raw -3063322.498739 + Penalty 4951.655470 = -3058370.843269
  nChanged 9
		SP:Iteration 192Q (3982.260000 sec): 3 clusters
  Score: Raw -3063323.577188 + Penalty 4951.655470 = -3058371.921718
  nChanged 10
		SP:Iteration 193Q (3982.320000 sec): 3 clusters
  Score: Raw -3063325.101954 + Penalty 4951.655470 = -3058373.446484
  nChanged 11
		SP:Iteration 194Q (3982.390000 sec): 3 clusters
  Score: Raw -3063326.505219 + Penalty 4951.655470 = -3058374.849748
  nChanged 14
		SP:Iteration 195Q (3982.460000 sec): 3 clusters
  Score: Raw -3063328.762380 + Penalty 4951.655470 = -3058377.106909
  nChanged 21
		SP:Iteration 196Q (3982.520000 sec): 3 clusters
  Score: Raw -3063332.398654 + Penalty 4951.655470 = -3058380.743183
  nChanged 23
		SP:Iteration 197Q (3982.590000 sec): 3 clusters
  Score: Raw -3063336.057963 + Penalty 4951.655470 = -3058384.402493
  nChanged 19
		SP:Iteration 198Q (3982.660000 sec): 3 clusters
  Score: Raw -3063338.798149 + Penalty 4951.655470 = -3058387.142679
  nChanged 18
		SP:Iteration 199Q (3982.720000 sec): 3 clusters
  Score: Raw -3063341.222605 + Penalty 4951.655470 = -3058389.567134
  nChanged 18
		SP:Iteration 200F (3982.800000 sec): 3 clusters
  Score: Raw -3063344.409386 + Penalty 4951.655470 = -3058392.753916
  nChanged 22
		SP:Iteration 201Q (3982.870000 sec): 3 clusters
  Score: Raw -3063348.067040 + Penalty 4951.655470 = -3058396.411569
  nChanged 24
		SP:Iteration 202Q (3982.940000 sec): 3 clusters
  Score: Raw -3063351.649536 + Penalty 4951.655470 = -3058399.994066
  nChanged 20
		SP:Iteration 203Q (3983.000000 sec): 3 clusters
  Score: Raw -3063354.146008 + Penalty 4951.655470 = -3058402.490538
  nChanged 17
		SP:Iteration 204Q (3983.070000 sec): 3 clusters
  Score: Raw -3063356.283777 + Penalty 4951.655470 = -3058404.628307
  nChanged 11
		SP:Iteration 205Q (3983.140000 sec): 3 clusters
  Score: Raw -3063357.739701 + Penalty 4951.655470 = -3058406.084230
  nChanged 9
		SP:Iteration 206Q (3983.200000 sec): 3 clusters
  Score: Raw -3063358.845144 + Penalty 4951.655470 = -3058407.189673
  nChanged 9
		SP:Iteration 207Q (3983.270000 sec): 3 clusters
  Score: Raw -3063359.912486 + Penalty 4951.655470 = -3058408.257016
  nChanged 8
		SP:Iteration 208Q (3983.330000 sec): 3 clusters
  Score: Raw -3063361.063754 + Penalty 4951.655470 = -3058409.408284
  nChanged 8
		SP:Iteration 209Q (3983.400000 sec): 3 clusters
  Score: Raw -3063361.900633 + Penalty 4951.655470 = -3058410.245162
  nChanged 7
		SP:Iteration 210Q (3983.470000 sec): 3 clusters
  Score: Raw -3063362.675316 + Penalty 4951.655470 = -3058411.019846
  nChanged 2
		SP:Iteration 211Q (3983.530000 sec): 3 clusters
  Score: Raw -3063362.825955 + Penalty 4951.655470 = -3058411.170485
  nChanged 1
		SP:Iteration 212Q (3983.600000 sec): 3 clusters
  Score: Raw -3063363.011816 + Penalty 4951.655470 = -3058411.356346
  nChanged 2
		SP:Iteration 213Q (3983.670000 sec): 3 clusters
  Score: Raw -3063363.404334 + Penalty 4951.655470 = -3058411.748863
  nChanged 8
		SP:Iteration 214Q (3983.730000 sec): 3 clusters
  Score: Raw -3063364.738602 + Penalty 4951.655470 = -3058413.083132
  nChanged 10
		SP:Iteration 215Q (3983.800000 sec): 3 clusters
  Score: Raw -3063365.641274 + Penalty 4951.655470 = -3058413.985803
  nChanged 5
		SP:Iteration 216Q (3983.860000 sec): 3 clusters
  Score: Raw -3063366.143871 + Penalty 4951.655470 = -3058414.488401
  nChanged 4
		SP:Iteration 217Q (3983.930000 sec): 3 clusters
  Score: Raw -3063366.601257 + Penalty 4951.655470 = -3058414.945787
  nChanged 7
		SP:Iteration 218Q (3984.000000 sec): 3 clusters
  Score: Raw -3063367.611015 + Penalty 4951.655470 = -3058415.955544
  nChanged 6
		SP:Iteration 219Q (3984.060000 sec): 3 clusters
  Score: Raw -3063368.389511 + Penalty 4951.655470 = -3058416.734040
  nChanged 7
		SP:Iteration 220F (3984.140000 sec): 3 clusters
  Score: Raw -3063369.579374 + Penalty 4951.655470 = -3058417.923904
  nChanged 9
		SP:Iteration 221Q (3984.200000 sec): 3 clusters
  Score: Raw -3063370.669171 + Penalty 4951.655470 = -3058419.013700
  nChanged 10
		SP:Iteration 222Q (3984.270000 sec): 3 clusters
  Score: Raw -3063372.036865 + Penalty 4951.655470 = -3058420.381394
  nChanged 10
		SP:Iteration 223Q (3984.340000 sec): 3 clusters
  Score: Raw -3063373.246977 + Penalty 4951.655470 = -3058421.591507
  nChanged 11
		SP:Iteration 224Q (3984.400000 sec): 3 clusters
  Score: Raw -3063374.739209 + Penalty 4951.655470 = -3058423.083738
  nChanged 5
		SP:Iteration 225Q (3984.470000 sec): 3 clusters
  Score: Raw -3063375.340321 + Penalty 4951.655470 = -3058423.684851
  nChanged 5
		SP:Iteration 226Q (3984.540000 sec): 3 clusters
  Score: Raw -3063376.269817 + Penalty 4951.655470 = -3058424.614347
  nChanged 3
		SP:Iteration 227Q (3984.600000 sec): 3 clusters
  Score: Raw -3063376.672202 + Penalty 4951.655470 = -3058425.016732
  nChanged 5
		SP:Iteration 228Q (3984.670000 sec): 3 clusters
  Score: Raw -3063377.341630 + Penalty 4951.655470 = -3058425.686159
  nChanged 7
		SP:Iteration 229Q (3984.730000 sec): 3 clusters
  Score: Raw -3063377.978928 + Penalty 4951.655470 = -3058426.323458
  nChanged 6
		SP:Iteration 230Q (3984.800000 sec): 3 clusters
  Score: Raw -3063378.719538 + Penalty 4951.655470 = -3058427.064067
  nChanged 6
		SP:Iteration 231Q (3984.860000 sec): 3 clusters
  Score: Raw -3063379.330023 + Penalty 4951.655470 = -3058427.674552
  nChanged 3
		SP:Iteration 232Q (3984.930000 sec): 3 clusters
  Score: Raw -3063379.635175 + Penalty 4951.655470 = -3058427.979704
  nChanged 5
		SP:Iteration 233Q (3985.000000 sec): 3 clusters
  Score: Raw -3063380.376385 + Penalty 4951.655470 = -3058428.720915
  nChanged 5
		SP:Iteration 234Q (3985.060000 sec): 3 clusters
  Score: Raw -3063380.963804 + Penalty 4951.655470 = -3058429.308333
  nChanged 6
		SP:Iteration 235Q (3985.120000 sec): 3 clusters
  Score: Raw -3063381.719817 + Penalty 4951.655470 = -3058430.064346
  nChanged 5
		SP:Iteration 236Q (3985.190000 sec): 3 clusters
  Score: Raw -3063382.196371 + Penalty 4951.655470 = -3058430.540901
  nChanged 3
		SP:Iteration 237Q (3985.260000 sec): 3 clusters
  Score: Raw -3063382.511112 + Penalty 4951.655470 = -3058430.855642
  nChanged 3
		SP:Iteration 238Q (3985.320000 sec): 3 clusters
  Score: Raw -3063382.809043 + Penalty 4951.655470 = -3058431.153572
  nChanged 5
		SP:Iteration 239Q (3985.390000 sec): 3 clusters
  Score: Raw -3063383.219434 + Penalty 4951.655470 = -3058431.563963
  nChanged 2
		SP:Iteration 240F (3985.460000 sec): 3 clusters
  Score: Raw -3063383.603043 + Penalty 4951.655470 = -3058431.947572
  nChanged 3
		SP:Iteration 241Q (3985.530000 sec): 3 clusters
  Score: Raw -3063384.029848 + Penalty 4951.655470 = -3058432.374377
  nChanged 6
		SP:Iteration 242Q (3985.600000 sec): 3 clusters
  Score: Raw -3063384.849944 + Penalty 4951.655470 = -3058433.194474
  nChanged 3
		SP:Iteration 243Q (3985.660000 sec): 3 clusters
  Score: Raw -3063385.114859 + Penalty 4951.655470 = -3058433.459389
  nChanged 2
		SP:Iteration 244Q (3985.730000 sec): 3 clusters
  Score: Raw -3063385.299539 + Penalty 4951.655470 = -3058433.644069
  nChanged 2
		SP:Iteration 245Q (3985.800000 sec): 3 clusters
  Score: Raw -3063385.443198 + Penalty 4951.655470 = -3058433.787728
  nChanged 1
		SP:Iteration 246Q (3985.860000 sec): 3 clusters
  Score: Raw -3063385.606173 + Penalty 4951.655470 = -3058433.950702
  nChanged 1
		SP:Iteration 247Q (3985.930000 sec): 3 clusters
  Score: Raw -3063385.721041 + Penalty 4951.655470 = -3058434.065571
  nChanged 1
		SP:Iteration 248Q (3985.990000 sec): 3 clusters
  Score: Raw -3063385.848589 + Penalty 4951.655470 = -3058434.193119
  nChanged 2
		SP:Iteration 249Q (3986.060000 sec): 3 clusters
  Score: Raw -3063386.082947 + Penalty 4951.655470 = -3058434.427477
  nChanged 1
		SP:Iteration 250Q (3986.120000 sec): 3 clusters
  Score: Raw -3063386.186774 + Penalty 4951.655470 = -3058434.531304
  nChanged 0
		SP:Iteration 251F (3986.200000 sec): 3 clusters
  Score: Raw -3063386.186774 + Penalty 4951.655470 = -3058434.531304
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (1090 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3986.220000 sec): 2 clusters
  Score: Raw -150532.910184 + Penalty 1734.495378 = -148798.414806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3986.220000 sec): 3 clusters
  Score: Raw -150336.745879 + Penalty 3468.990756 = -146867.755123
  nChanged 298
		SP:Iteration 1F (3986.220000 sec): 3 clusters
  Score: Raw -150808.676446 + Penalty 3468.990756 = -147339.685690
  nChanged 109
		SP:Iteration 2F (3986.230000 sec): 3 clusters
  Score: Raw -151110.121116 + Penalty 3468.990756 = -147641.130361
  nChanged 74
		SP:Iteration 3F (3986.240000 sec): 3 clusters
  Score: Raw -151358.766574 + Penalty 3468.990756 = -147889.775818
  nChanged 52
		SP:Iteration 4Q (3986.240000 sec): 3 clusters
  Score: Raw -151502.467882 + Penalty 3468.990756 = -148033.477127
  nChanged 41
		SP:Iteration 5Q (3986.240000 sec): 3 clusters
  Score: Raw -151595.216752 + Penalty 3468.990756 = -148126.225996
  nChanged 29
		SP:Iteration 6Q (3986.250000 sec): 3 clusters
  Score: Raw -151644.360325 + Penalty 3468.990756 = -148175.369569
  nChanged 27
		SP:Iteration 7Q (3986.250000 sec): 3 clusters
  Score: Raw -151705.471409 + Penalty 3468.990756 = -148236.480653
  nChanged 32
		SP:Iteration 8Q (3986.250000 sec): 3 clusters
  Score: Raw -151762.474974 + Penalty 3468.990756 = -148293.484218
  nChanged 23
		SP:Iteration 9Q (3986.260000 sec): 3 clusters
  Score: Raw -151811.480889 + Penalty 3468.990756 = -148342.490133
  nChanged 21
		SP:Iteration 10Q (3986.260000 sec): 3 clusters
  Score: Raw -151858.682099 + Penalty 3468.990756 = -148389.691344
  nChanged 24
		SP:Iteration 11Q (3986.260000 sec): 3 clusters
  Score: Raw -151920.114765 + Penalty 3468.990756 = -148451.124009
  nChanged 19
		SP:Iteration 12Q (3986.270000 sec): 3 clusters
  Score: Raw -151971.060065 + Penalty 3468.990756 = -148502.069310
  nChanged 12
		SP:Iteration 13Q (3986.270000 sec): 3 clusters
  Score: Raw -152015.606110 + Penalty 3468.990756 = -148546.615354
  nChanged 14
		SP:Iteration 14Q (3986.270000 sec): 3 clusters
  Score: Raw -152120.459805 + Penalty 3468.990756 = -148651.469049
  nChanged 12
		SP:Iteration 15Q (3986.270000 sec): 3 clusters
  Score: Raw -152232.255220 + Penalty 3468.990756 = -148763.264464
  nChanged 9
		SP:Iteration 16Q (3986.280000 sec): 3 clusters
  Score: Raw -152303.941992 + Penalty 3468.990756 = -148834.951236
  nChanged 7
		SP:Iteration 17Q (3986.280000 sec): 3 clusters
  Score: Raw -152321.081643 + Penalty 3468.990756 = -148852.090887
  nChanged 5
		SP:Iteration 18Q (3986.290000 sec): 3 clusters
  Score: Raw -152327.584758 + Penalty 3468.990756 = -148858.594003
  nChanged 1
		SP:Iteration 19Q (3986.290000 sec): 3 clusters
  Score: Raw -152328.707539 + Penalty 3468.990756 = -148859.716783
  nChanged 1
		SP:Iteration 20F (3986.290000 sec): 3 clusters
  Score: Raw -152330.756869 + Penalty 3468.990756 = -148861.766114
  nChanged 1
		SP:Iteration 21Q (3986.290000 sec): 3 clusters
  Score: Raw -152331.724902 + Penalty 3468.990756 = -148862.734146
  nChanged 1
		SP:Iteration 22Q (3986.300000 sec): 3 clusters
  Score: Raw -152332.938856 + Penalty 3468.990756 = -148863.948100
  nChanged 0
		SP:Iteration 23F (3986.300000 sec): 3 clusters
  Score: Raw -152332.938856 + Penalty 3468.990756 = -148863.948100
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 24.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2436 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3986.310000 sec): 2 clusters
  Score: Raw -341048.277789 + Penalty 1933.931932 = -339114.345857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3986.330000 sec): 3 clusters
  Score: Raw -340103.989390 + Penalty 3867.863864 = -336236.125526
  nChanged 823
		SP:Iteration 1F (3986.330000 sec): 3 clusters
  Score: Raw -340687.521310 + Penalty 3867.863864 = -336819.657446
  nChanged 184
		SP:Iteration 2F (3986.340000 sec): 3 clusters
  Score: Raw -340832.756138 + Penalty 3867.863864 = -336964.892274
  nChanged 115
		SP:Iteration 3Q (3986.350000 sec): 3 clusters
  Score: Raw -340915.608180 + Penalty 3867.863864 = -337047.744316
  nChanged 88
		SP:Iteration 4Q (3986.360000 sec): 3 clusters
  Score: Raw -340990.670369 + Penalty 3867.863864 = -337122.806505
  nChanged 72
		SP:Iteration 5Q (3986.370000 sec): 3 clusters
  Score: Raw -341047.228856 + Penalty 3867.863864 = -337179.364993
  nChanged 65
		SP:Iteration 6Q (3986.380000 sec): 3 clusters
  Score: Raw -341093.163369 + Penalty 3867.863864 = -337225.299505
  nChanged 51
		SP:Iteration 7Q (3986.390000 sec): 3 clusters
  Score: Raw -341138.164008 + Penalty 3867.863864 = -337270.300144
  nChanged 44
		SP:Iteration 8Q (3986.390000 sec): 3 clusters
  Score: Raw -341173.731367 + Penalty 3867.863864 = -337305.867503
  nChanged 35
		SP:Iteration 9Q (3986.400000 sec): 3 clusters
  Score: Raw -341206.680492 + Penalty 3867.863864 = -337338.816628
  nChanged 41
		SP:Iteration 10Q (3986.410000 sec): 3 clusters
  Score: Raw -341246.309625 + Penalty 3867.863864 = -337378.445761
  nChanged 43
		SP:Iteration 11Q (3986.420000 sec): 3 clusters
  Score: Raw -341278.565981 + Penalty 3867.863864 = -337410.702117
  nChanged 31
		SP:Iteration 12Q (3986.430000 sec): 3 clusters
  Score: Raw -341296.027076 + Penalty 3867.863864 = -337428.163212
  nChanged 16
		SP:Iteration 13Q (3986.440000 sec): 3 clusters
  Score: Raw -341306.292633 + Penalty 3867.863864 = -337438.428769
  nChanged 14
		SP:Iteration 14Q (3986.450000 sec): 3 clusters
  Score: Raw -341314.482279 + Penalty 3867.863864 = -337446.618415
  nChanged 13
		SP:Iteration 15Q (3986.450000 sec): 3 clusters
  Score: Raw -341321.001916 + Penalty 3867.863864 = -337453.138052
  nChanged 9
		SP:Iteration 16Q (3986.470000 sec): 3 clusters
  Score: Raw -341326.050954 + Penalty 3867.863864 = -337458.187090
  nChanged 6
		SP:Iteration 17Q (3986.470000 sec): 3 clusters
  Score: Raw -341329.215432 + Penalty 3867.863864 = -337461.351569
  nChanged 6
		SP:Iteration 18Q (3986.480000 sec): 3 clusters
  Score: Raw -341332.712267 + Penalty 3867.863864 = -337464.848403
  nChanged 7
		SP:Iteration 19Q (3986.490000 sec): 3 clusters
  Score: Raw -341336.713715 + Penalty 3867.863864 = -337468.849851
  nChanged 7
		SP:Iteration 20F (3986.500000 sec): 3 clusters
  Score: Raw -341341.499765 + Penalty 3867.863864 = -337473.635901
  nChanged 3
		SP:Iteration 21Q (3986.510000 sec): 3 clusters
  Score: Raw -341343.053301 + Penalty 3867.863864 = -337475.189437
  nChanged 1
		SP:Iteration 22Q (3986.510000 sec): 3 clusters
  Score: Raw -341343.913106 + Penalty 3867.863864 = -337476.049242
  nChanged 1
		SP:Iteration 23Q (3986.530000 sec): 3 clusters
  Score: Raw -341344.226096 + Penalty 3867.863864 = -337476.362232
  nChanged 0
		SP:Iteration 24F (3986.530000 sec): 3 clusters
  Score: Raw -341344.226096 + Penalty 3867.863864 = -337476.362232
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (41480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3986.670000 sec): 2 clusters
  Score: Raw -6044216.585960 + Penalty 2636.975732 = -6041579.610228
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3986.830000 sec): 3 clusters
  Score: Raw -6018853.413692 + Penalty 5273.951465 = -6013579.462227
  nChanged 18942
		SP:Iteration 1F (3986.980000 sec): 3 clusters
  Score: Raw -6029309.678688 + Penalty 5273.951465 = -6024035.727224
  nChanged 1829
		SP:Iteration 2Q (3987.130000 sec): 3 clusters
  Score: Raw -6029984.726491 + Penalty 5273.951465 = -6024710.775026
  nChanged 1786
		SP:Iteration 3Q (3987.290000 sec): 3 clusters
  Score: Raw -6030706.945494 + Penalty 5273.951465 = -6025432.994030
  nChanged 1753
		SP:Iteration 4Q (3987.450000 sec): 3 clusters
  Score: Raw -6031455.536604 + Penalty 5273.951465 = -6026181.585139
  nChanged 1702
		SP:Iteration 5Q (3987.610000 sec): 3 clusters
  Score: Raw -6032193.267351 + Penalty 5273.951465 = -6026919.315887
  nChanged 1659
		SP:Iteration 6Q (3987.760000 sec): 3 clusters
  Score: Raw -6032937.795801 + Penalty 5273.951465 = -6027663.844336
  nChanged 1681
		SP:Iteration 7Q (3987.910000 sec): 3 clusters
  Score: Raw -6033674.976410 + Penalty 5273.951465 = -6028401.024945
  nChanged 1649
		SP:Iteration 8Q (3988.070000 sec): 3 clusters
  Score: Raw -6034436.968645 + Penalty 5273.951465 = -6029163.017181
  nChanged 1712
		SP:Iteration 9Q (3988.220000 sec): 3 clusters
  Score: Raw -6035305.978112 + Penalty 5273.951465 = -6030032.026647
  nChanged 1699
		SP:Iteration 10Q (3988.370000 sec): 3 clusters
  Score: Raw -6036241.180159 + Penalty 5273.951465 = -6030967.228695
  nChanged 1728
		SP:Iteration 11Q (3988.530000 sec): 3 clusters
  Score: Raw -6037197.361830 + Penalty 5273.951465 = -6031923.410365
  nChanged 1715
		SP:Iteration 12Q (3988.680000 sec): 3 clusters
  Score: Raw -6038168.461519 + Penalty 5273.951465 = -6032894.510054
  nChanged 1601
		SP:Iteration 13Q (3988.830000 sec): 3 clusters
  Score: Raw -6039103.282582 + Penalty 5273.951465 = -6033829.331118
  nChanged 1473
		SP:Iteration 14Q (3988.970000 sec): 3 clusters
  Score: Raw -6039995.083758 + Penalty 5273.951465 = -6034721.132294
  nChanged 1392
		SP:Iteration 15Q (3989.120000 sec): 3 clusters
  Score: Raw -6040845.783102 + Penalty 5273.951465 = -6035571.831637
  nChanged 1257
		SP:Iteration 16Q (3989.250000 sec): 3 clusters
  Score: Raw -6041643.465299 + Penalty 5273.951465 = -6036369.513834
  nChanged 1085
		SP:Iteration 17Q (3989.390000 sec): 3 clusters
  Score: Raw -6042394.206097 + Penalty 5273.951465 = -6037120.254632
  nChanged 924
		SP:Iteration 18Q (3989.520000 sec): 3 clusters
  Score: Raw -6043062.711488 + Penalty 5273.951465 = -6037788.760024
  nChanged 739
		SP:Iteration 19Q (3989.640000 sec): 3 clusters
  Score: Raw -6043625.760799 + Penalty 5273.951465 = -6038351.809334
  nChanged 545
		SP:Iteration 20F (3989.790000 sec): 3 clusters
  Score: Raw -6044054.358941 + Penalty 5273.951465 = -6038780.407476
  nChanged 404
		SP:Iteration 21Q (3989.910000 sec): 3 clusters
  Score: Raw -6044389.002336 + Penalty 5273.951465 = -6039115.050871
  nChanged 276
		SP:Iteration 22Q (3990.020000 sec): 3 clusters
  Score: Raw -6044621.173803 + Penalty 5273.951465 = -6039347.222339
  nChanged 165
		SP:Iteration 23Q (3990.130000 sec): 3 clusters
  Score: Raw -6044753.664174 + Penalty 5273.951465 = -6039479.712709
  nChanged 104
		SP:Iteration 24Q (3990.240000 sec): 3 clusters
  Score: Raw -6044836.711792 + Penalty 5273.951465 = -6039562.760328
  nChanged 75
		SP:Iteration 25Q (3990.350000 sec): 3 clusters
  Score: Raw -6044893.066618 + Penalty 5273.951465 = -6039619.115153
  nChanged 55
		SP:Iteration 26Q (3990.460000 sec): 3 clusters
  Score: Raw -6044937.706026 + Penalty 5273.951465 = -6039663.754561
  nChanged 32
		SP:Iteration 27Q (3990.570000 sec): 3 clusters
  Score: Raw -6044961.471886 + Penalty 5273.951465 = -6039687.520422
  nChanged 24
		SP:Iteration 28Q (3990.680000 sec): 3 clusters
  Score: Raw -6044975.708250 + Penalty 5273.951465 = -6039701.756785
  nChanged 15
		SP:Iteration 29Q (3990.780000 sec): 3 clusters
  Score: Raw -6044984.589664 + Penalty 5273.951465 = -6039710.638199
  nChanged 10
		SP:Iteration 30Q (3990.890000 sec): 3 clusters
  Score: Raw -6044992.002428 + Penalty 5273.951465 = -6039718.050963
  nChanged 2
		SP:Iteration 31Q (3991.000000 sec): 3 clusters
  Score: Raw -6044993.423631 + Penalty 5273.951465 = -6039719.472166
  nChanged 3
		SP:Iteration 32Q (3991.100000 sec): 3 clusters
  Score: Raw -6044995.583341 + Penalty 5273.951465 = -6039721.631877
  nChanged 4
		SP:Iteration 33Q (3991.210000 sec): 3 clusters
  Score: Raw -6044996.986100 + Penalty 5273.951465 = -6039723.034636
  nChanged 2
		SP:Iteration 34Q (3991.320000 sec): 3 clusters
  Score: Raw -6044998.147689 + Penalty 5273.951465 = -6039724.196225
  nChanged 2
		SP:Iteration 35Q (3991.420000 sec): 3 clusters
  Score: Raw -6044999.269607 + Penalty 5273.951465 = -6039725.318142
  nChanged 3
		SP:Iteration 36Q (3991.530000 sec): 3 clusters
  Score: Raw -6045001.135536 + Penalty 5273.951465 = -6039727.184072
  nChanged 2
		SP:Iteration 37Q (3991.640000 sec): 3 clusters
  Score: Raw -6045001.844674 + Penalty 5273.951465 = -6039727.893210
  nChanged 1
		SP:Iteration 38Q (3991.740000 sec): 3 clusters
  Score: Raw -6045002.038712 + Penalty 5273.951465 = -6039728.087247
  nChanged 1
		SP:Iteration 39Q (3991.860000 sec): 3 clusters
  Score: Raw -6045002.721982 + Penalty 5273.951465 = -6039728.770517
  nChanged 0
		SP:Iteration 40F (3992.010000 sec): 3 clusters
  Score: Raw -6045005.286108 + Penalty 5273.951465 = -6039731.334643
  nChanged 1
		SP:Iteration 41Q (3992.120000 sec): 3 clusters
  Score: Raw -6045006.313272 + Penalty 5273.951465 = -6039732.361807
  nChanged 0
		SP:Iteration 42F (3992.260000 sec): 3 clusters
  Score: Raw -6045006.313272 + Penalty 5273.951465 = -6039732.361807
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (65664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3992.480000 sec): 2 clusters
  Score: Raw -9455920.363210 + Penalty 2750.891915 = -9453169.471295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3992.730000 sec): 3 clusters
  Score: Raw -9414697.170160 + Penalty 5501.783830 = -9409195.386330
  nChanged 30570
		SP:Iteration 1F (3992.970000 sec): 3 clusters
  Score: Raw -9431823.110412 + Penalty 5501.783830 = -9426321.326582
  nChanged 2742
		SP:Iteration 2Q (3993.220000 sec): 3 clusters
  Score: Raw -9432754.625999 + Penalty 5501.783830 = -9427252.842169
  nChanged 3067
		SP:Iteration 3Q (3993.470000 sec): 3 clusters
  Score: Raw -9434056.832681 + Penalty 5501.783830 = -9428555.048851
  nChanged 3627
		SP:Iteration 4F (3993.710000 sec): 3 clusters
  Score: Raw -9435976.528854 + Penalty 5501.783830 = -9430474.745024
  nChanged 4156
		SP:Iteration 5F (3993.960000 sec): 3 clusters
  Score: Raw -9438598.593171 + Penalty 5501.783830 = -9433096.809341
  nChanged 4484
		SP:Iteration 6F (3994.200000 sec): 3 clusters
  Score: Raw -9441744.903152 + Penalty 5501.783830 = -9436243.119321
  nChanged 4350
		SP:Iteration 7F (3994.450000 sec): 3 clusters
  Score: Raw -9444998.208681 + Penalty 5501.783830 = -9439496.424851
  nChanged 3688
		SP:Iteration 8F (3994.700000 sec): 3 clusters
  Score: Raw -9447727.755909 + Penalty 5501.783830 = -9442225.972079
  nChanged 2871
		SP:Iteration 9Q (3994.930000 sec): 3 clusters
  Score: Raw -9449853.005685 + Penalty 5501.783830 = -9444351.221855
  nChanged 2196
		SP:Iteration 10Q (3995.170000 sec): 3 clusters
  Score: Raw -9451389.888012 + Penalty 5501.783830 = -9445888.104182
  nChanged 1624
		SP:Iteration 11Q (3995.390000 sec): 3 clusters
  Score: Raw -9452481.797028 + Penalty 5501.783830 = -9446980.013198
  nChanged 1286
		SP:Iteration 12Q (3995.600000 sec): 3 clusters
  Score: Raw -9453242.869006 + Penalty 5501.783830 = -9447741.085176
  nChanged 1031
		SP:Iteration 13Q (3995.810000 sec): 3 clusters
  Score: Raw -9453783.971712 + Penalty 5501.783830 = -9448282.187882
  nChanged 860
		SP:Iteration 14Q (3996.010000 sec): 3 clusters
  Score: Raw -9454222.502301 + Penalty 5501.783830 = -9448720.718471
  nChanged 731
		SP:Iteration 15Q (3996.210000 sec): 3 clusters
  Score: Raw -9454609.910770 + Penalty 5501.783830 = -9449108.126940
  nChanged 658
		SP:Iteration 16Q (3996.400000 sec): 3 clusters
  Score: Raw -9454987.922081 + Penalty 5501.783830 = -9449486.138251
  nChanged 581
		SP:Iteration 17Q (3996.590000 sec): 3 clusters
  Score: Raw -9455313.662693 + Penalty 5501.783830 = -9449811.878863
  nChanged 422
		SP:Iteration 18Q (3996.780000 sec): 3 clusters
  Score: Raw -9455562.288390 + Penalty 5501.783830 = -9450060.504560
  nChanged 366
		SP:Iteration 19Q (3996.960000 sec): 3 clusters
  Score: Raw -9455802.485657 + Penalty 5501.783830 = -9450300.701827
  nChanged 279
		SP:Iteration 20F (3997.200000 sec): 3 clusters
  Score: Raw -9455982.739063 + Penalty 5501.783830 = -9450480.955233
  nChanged 206
		SP:Iteration 21Q (3997.380000 sec): 3 clusters
  Score: Raw -9456108.000190 + Penalty 5501.783830 = -9450606.216359
  nChanged 197
		SP:Iteration 22Q (3997.560000 sec): 3 clusters
  Score: Raw -9456229.798285 + Penalty 5501.783830 = -9450728.014455
  nChanged 167
		SP:Iteration 23Q (3997.730000 sec): 3 clusters
  Score: Raw -9456326.203842 + Penalty 5501.783830 = -9450824.420012
  nChanged 133
		SP:Iteration 24Q (3997.900000 sec): 3 clusters
  Score: Raw -9456397.111339 + Penalty 5501.783830 = -9450895.327509
  nChanged 107
		SP:Iteration 25Q (3998.080000 sec): 3 clusters
  Score: Raw -9456455.928477 + Penalty 5501.783830 = -9450954.144647
  nChanged 100
		SP:Iteration 26Q (3998.250000 sec): 3 clusters
  Score: Raw -9456514.371170 + Penalty 5501.783830 = -9451012.587339
  nChanged 85
		SP:Iteration 27Q (3998.420000 sec): 3 clusters
  Score: Raw -9456568.772588 + Penalty 5501.783830 = -9451066.988758
  nChanged 81
		SP:Iteration 28Q (3998.600000 sec): 3 clusters
  Score: Raw -9456608.896839 + Penalty 5501.783830 = -9451107.113009
  nChanged 60
		SP:Iteration 29Q (3998.770000 sec): 3 clusters
  Score: Raw -9456639.631735 + Penalty 5501.783830 = -9451137.847905
  nChanged 50
		SP:Iteration 30Q (3998.940000 sec): 3 clusters
  Score: Raw -9456662.589512 + Penalty 5501.783830 = -9451160.805682
  nChanged 42
		SP:Iteration 31Q (3999.110000 sec): 3 clusters
  Score: Raw -9456686.343404 + Penalty 5501.783830 = -9451184.559574
  nChanged 34
		SP:Iteration 32Q (3999.280000 sec): 3 clusters
  Score: Raw -9456705.712149 + Penalty 5501.783830 = -9451203.928319
  nChanged 35
		SP:Iteration 33Q (3999.450000 sec): 3 clusters
  Score: Raw -9456724.123339 + Penalty 5501.783830 = -9451222.339509
  nChanged 30
		SP:Iteration 34Q (3999.620000 sec): 3 clusters
  Score: Raw -9456739.449276 + Penalty 5501.783830 = -9451237.665446
  nChanged 26
		SP:Iteration 35Q (3999.790000 sec): 3 clusters
  Score: Raw -9456751.340062 + Penalty 5501.783830 = -9451249.556232
  nChanged 20
		SP:Iteration 36Q (3999.960000 sec): 3 clusters
  Score: Raw -9456758.066814 + Penalty 5501.783830 = -9451256.282984
  nChanged 13
		SP:Iteration 37Q (4000.130000 sec): 3 clusters
  Score: Raw -9456761.639803 + Penalty 5501.783830 = -9451259.855973
  nChanged 10
		SP:Iteration 38Q (4000.300000 sec): 3 clusters
  Score: Raw -9456765.514116 + Penalty 5501.783830 = -9451263.730286
  nChanged 9
		SP:Iteration 39Q (4000.470000 sec): 3 clusters
  Score: Raw -9456770.291910 + Penalty 5501.783830 = -9451268.508080
  nChanged 11
		SP:Iteration 40F (4000.710000 sec): 3 clusters
  Score: Raw -9456774.898393 + Penalty 5501.783830 = -9451273.114563
  nChanged 8
		SP:Iteration 41Q (4000.880000 sec): 3 clusters
  Score: Raw -9456777.635990 + Penalty 5501.783830 = -9451275.852159
  nChanged 6
		SP:Iteration 42Q (4001.040000 sec): 3 clusters
  Score: Raw -9456779.156593 + Penalty 5501.783830 = -9451277.372763
  nChanged 4
		SP:Iteration 43Q (4001.210000 sec): 3 clusters
  Score: Raw -9456780.120376 + Penalty 5501.783830 = -9451278.336546
  nChanged 6
		SP:Iteration 44Q (4001.380000 sec): 3 clusters
  Score: Raw -9456782.426824 + Penalty 5501.783830 = -9451280.642994
  nChanged 5
		SP:Iteration 45Q (4001.550000 sec): 3 clusters
  Score: Raw -9456783.896434 + Penalty 5501.783830 = -9451282.112604
  nChanged 5
		SP:Iteration 46Q (4001.720000 sec): 3 clusters
  Score: Raw -9456785.816314 + Penalty 5501.783830 = -9451284.032484
  nChanged 4
		SP:Iteration 47Q (4001.890000 sec): 3 clusters
  Score: Raw -9456786.964952 + Penalty 5501.783830 = -9451285.181121
  nChanged 1
		SP:Iteration 48Q (4002.060000 sec): 3 clusters
  Score: Raw -9456787.262741 + Penalty 5501.783830 = -9451285.478911
  nChanged 3
		SP:Iteration 49Q (4002.220000 sec): 3 clusters
  Score: Raw -9456788.055227 + Penalty 5501.783830 = -9451286.271397
  nChanged 3
		SP:Iteration 50Q (4002.390000 sec): 3 clusters
  Score: Raw -9456788.875335 + Penalty 5501.783830 = -9451287.091505
  nChanged 2
		SP:Iteration 51Q (4002.560000 sec): 3 clusters
  Score: Raw -9456789.267961 + Penalty 5501.783830 = -9451287.484131
  nChanged 2
		SP:Iteration 52Q (4002.730000 sec): 3 clusters
  Score: Raw -9456789.944715 + Penalty 5501.783830 = -9451288.160885
  nChanged 4
		SP:Iteration 53Q (4002.900000 sec): 3 clusters
  Score: Raw -9456791.995941 + Penalty 5501.783830 = -9451290.212111
  nChanged 6
		SP:Iteration 54Q (4003.070000 sec): 3 clusters
  Score: Raw -9456794.607994 + Penalty 5501.783830 = -9451292.824164
  nChanged 8
		SP:Iteration 55Q (4003.240000 sec): 3 clusters
  Score: Raw -9456798.484489 + Penalty 5501.783830 = -9451296.700659
  nChanged 10
		SP:Iteration 56Q (4003.400000 sec): 3 clusters
  Score: Raw -9456802.074961 + Penalty 5501.783830 = -9451300.291131
  nChanged 10
		SP:Iteration 57Q (4003.570000 sec): 3 clusters
  Score: Raw -9456805.642418 + Penalty 5501.783830 = -9451303.858588
  nChanged 9
		SP:Iteration 58Q (4003.740000 sec): 3 clusters
  Score: Raw -9456809.153190 + Penalty 5501.783830 = -9451307.369360
  nChanged 4
		SP:Iteration 59Q (4003.910000 sec): 3 clusters
  Score: Raw -9456812.581173 + Penalty 5501.783830 = -9451310.797343
  nChanged 5
		SP:Iteration 60F (4004.140000 sec): 3 clusters
  Score: Raw -9456814.480006 + Penalty 5501.783830 = -9451312.696176
  nChanged 5
		SP:Iteration 61Q (4004.310000 sec): 3 clusters
  Score: Raw -9456815.757712 + Penalty 5501.783830 = -9451313.973881
  nChanged 1
		SP:Iteration 62Q (4004.480000 sec): 3 clusters
  Score: Raw -9456815.947688 + Penalty 5501.783830 = -9451314.163858
  nChanged 1
		SP:Iteration 63Q (4004.650000 sec): 3 clusters
  Score: Raw -9456816.492976 + Penalty 5501.783830 = -9451314.709146
  nChanged 1
		SP:Iteration 64Q (4004.820000 sec): 3 clusters
  Score: Raw -9456816.622253 + Penalty 5501.783830 = -9451314.838423
  nChanged 0
		SP:Iteration 65F (4005.050000 sec): 3 clusters
  Score: Raw -9456816.622253 + Penalty 5501.783830 = -9451314.838423
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (312482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4006.590000 sec): 2 clusters
  Score: Raw -46366846.089501 + Penalty 3137.770932 = -46363708.318569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4007.750000 sec): 3 clusters
  Score: Raw -46160262.058752 + Penalty 6275.541865 = -46153986.516887
  nChanged 151327
		SP:Iteration 1F (4008.910000 sec): 3 clusters
  Score: Raw -46249929.129061 + Penalty 6275.541865 = -46243653.587197
  nChanged 8515
		SP:Iteration 2Q (4010.090000 sec): 3 clusters
  Score: Raw -46251958.873626 + Penalty 6275.541865 = -46245683.331761
  nChanged 10001
		SP:Iteration 3Q (4011.270000 sec): 3 clusters
  Score: Raw -46255089.781241 + Penalty 6275.541865 = -46248814.239376
  nChanged 12470
		SP:Iteration 4Q (4012.460000 sec): 3 clusters
  Score: Raw -46260417.981432 + Penalty 6275.541865 = -46254142.439567
  nChanged 15390
		SP:Iteration 5Q (4013.630000 sec): 3 clusters
  Score: Raw -46269185.907697 + Penalty 6275.541865 = -46262910.365833
  nChanged 18995
		SP:Iteration 6F (4014.790000 sec): 3 clusters
  Score: Raw -46283231.470552 + Penalty 6275.541865 = -46276955.928687
  nChanged 21589
		SP:Iteration 7F (4015.940000 sec): 3 clusters
  Score: Raw -46302659.908077 + Penalty 6275.541865 = -46296384.366212
  nChanged 21741
		SP:Iteration 8F (4017.100000 sec): 3 clusters
  Score: Raw -46323724.505447 + Penalty 6275.541865 = -46317448.963582
  nChanged 18869
		SP:Iteration 9F (4018.250000 sec): 3 clusters
  Score: Raw -46340485.897239 + Penalty 6275.541865 = -46334210.355375
  nChanged 14805
		SP:Iteration 10Q (4019.330000 sec): 3 clusters
  Score: Raw -46352118.300182 + Penalty 6275.541865 = -46345842.758318
  nChanged 11323
		SP:Iteration 11Q (4020.360000 sec): 3 clusters
  Score: Raw -46360148.180732 + Penalty 6275.541865 = -46353872.638868
  nChanged 8912
		SP:Iteration 12Q (4021.370000 sec): 3 clusters
  Score: Raw -46365818.714719 + Penalty 6275.541865 = -46359543.172854
  nChanged 7192
		SP:Iteration 13Q (4022.350000 sec): 3 clusters
  Score: Raw -46369832.011958 + Penalty 6275.541865 = -46363556.470094
  nChanged 5733
		SP:Iteration 14Q (4023.320000 sec): 3 clusters
  Score: Raw -46372539.340615 + Penalty 6275.541865 = -46366263.798750
  nChanged 4489
		SP:Iteration 15Q (4024.270000 sec): 3 clusters
  Score: Raw -46374280.714214 + Penalty 6275.541865 = -46368005.172350
  nChanged 3432
		SP:Iteration 16Q (4025.200000 sec): 3 clusters
  Score: Raw -46375366.691624 + Penalty 6275.541865 = -46369091.149759
  nChanged 2754
		SP:Iteration 17Q (4026.130000 sec): 3 clusters
  Score: Raw -46376104.522095 + Penalty 6275.541865 = -46369828.980230
  nChanged 2292
		SP:Iteration 18Q (4027.050000 sec): 3 clusters
  Score: Raw -46376633.660264 + Penalty 6275.541865 = -46370358.118399
  nChanged 1961
		SP:Iteration 19Q (4027.980000 sec): 3 clusters
  Score: Raw -46377026.096154 + Penalty 6275.541865 = -46370750.554289
  nChanged 1626
		SP:Iteration 20F (4029.120000 sec): 3 clusters
  Score: Raw -46377307.723237 + Penalty 6275.541865 = -46371032.181372
  nChanged 1406
		SP:Iteration 21Q (4030.020000 sec): 3 clusters
  Score: Raw -46377526.405922 + Penalty 6275.541865 = -46371250.864057
  nChanged 1171
		SP:Iteration 22Q (4030.930000 sec): 3 clusters
  Score: Raw -46377687.289821 + Penalty 6275.541865 = -46371411.747956
  nChanged 963
		SP:Iteration 23Q (4031.830000 sec): 3 clusters
  Score: Raw -46377800.425588 + Penalty 6275.541865 = -46371524.883723
  nChanged 793
		SP:Iteration 24Q (4032.730000 sec): 3 clusters
  Score: Raw -46377883.885426 + Penalty 6275.541865 = -46371608.343562
  nChanged 639
		SP:Iteration 25Q (4033.630000 sec): 3 clusters
  Score: Raw -46377943.041750 + Penalty 6275.541865 = -46371667.499885
  nChanged 546
		SP:Iteration 26Q (4034.520000 sec): 3 clusters
  Score: Raw -46377990.087113 + Penalty 6275.541865 = -46371714.545248
  nChanged 486
		SP:Iteration 27Q (4035.410000 sec): 3 clusters
  Score: Raw -46378030.071956 + Penalty 6275.541865 = -46371754.530091
  nChanged 421
		SP:Iteration 28Q (4036.310000 sec): 3 clusters
  Score: Raw -46378060.694168 + Penalty 6275.541865 = -46371785.152304
  nChanged 332
		SP:Iteration 29Q (4037.210000 sec): 3 clusters
  Score: Raw -46378081.971640 + Penalty 6275.541865 = -46371806.429775
  nChanged 290
		SP:Iteration 30Q (4038.090000 sec): 3 clusters
  Score: Raw -46378099.525120 + Penalty 6275.541865 = -46371823.983256
  nChanged 256
		SP:Iteration 31Q (4038.990000 sec): 3 clusters
  Score: Raw -46378114.552955 + Penalty 6275.541865 = -46371839.011090
  nChanged 231
		SP:Iteration 32Q (4039.870000 sec): 3 clusters
  Score: Raw -46378125.499678 + Penalty 6275.541865 = -46371849.957813
  nChanged 160
		SP:Iteration 33Q (4040.760000 sec): 3 clusters
  Score: Raw -46378131.959993 + Penalty 6275.541865 = -46371856.418129
  nChanged 113
		SP:Iteration 34Q (4041.650000 sec): 3 clusters
  Score: Raw -46378136.289787 + Penalty 6275.541865 = -46371860.747923
  nChanged 97
		SP:Iteration 35Q (4042.540000 sec): 3 clusters
  Score: Raw -46378139.914714 + Penalty 6275.541865 = -46371864.372849
  nChanged 93
		SP:Iteration 36Q (4043.430000 sec): 3 clusters
  Score: Raw -46378143.424208 + Penalty 6275.541865 = -46371867.882344
  nChanged 84
		SP:Iteration 37Q (4044.310000 sec): 3 clusters
  Score: Raw -46378146.879850 + Penalty 6275.541865 = -46371871.337985
  nChanged 72
		SP:Iteration 38Q (4045.210000 sec): 3 clusters
  Score: Raw -46378149.352686 + Penalty 6275.541865 = -46371873.810821
  nChanged 61
		SP:Iteration 39Q (4046.090000 sec): 3 clusters
  Score: Raw -46378151.631709 + Penalty 6275.541865 = -46371876.089845
  nChanged 57
		SP:Iteration 40F (4047.240000 sec): 3 clusters
  Score: Raw -46378153.657975 + Penalty 6275.541865 = -46371878.116111
  nChanged 48
		SP:Iteration 41Q (4048.120000 sec): 3 clusters
  Score: Raw -46378154.959586 + Penalty 6275.541865 = -46371879.417721
  nChanged 41
		SP:Iteration 42Q (4049.010000 sec): 3 clusters
  Score: Raw -46378156.247153 + Penalty 6275.541865 = -46371880.705288
  nChanged 44
		SP:Iteration 43Q (4049.890000 sec): 3 clusters
  Score: Raw -46378157.566196 + Penalty 6275.541865 = -46371882.024331
  nChanged 46
		SP:Iteration 44Q (4050.780000 sec): 3 clusters
  Score: Raw -46378158.963781 + Penalty 6275.541865 = -46371883.421916
  nChanged 43
		SP:Iteration 45Q (4051.670000 sec): 3 clusters
  Score: Raw -46378160.344841 + Penalty 6275.541865 = -46371884.802977
  nChanged 39
		SP:Iteration 46Q (4052.560000 sec): 3 clusters
  Score: Raw -46378161.581303 + Penalty 6275.541865 = -46371886.039438
  nChanged 29
		SP:Iteration 47Q (4053.450000 sec): 3 clusters
  Score: Raw -46378162.553146 + Penalty 6275.541865 = -46371887.011281
  nChanged 44
		SP:Iteration 48Q (4054.340000 sec): 3 clusters
  Score: Raw -46378163.994474 + Penalty 6275.541865 = -46371888.452609
  nChanged 36
		SP:Iteration 49Q (4055.230000 sec): 3 clusters
  Score: Raw -46378165.148041 + Penalty 6275.541865 = -46371889.606176
  nChanged 37
		SP:Iteration 50Q (4056.110000 sec): 3 clusters
  Score: Raw -46378166.346546 + Penalty 6275.541865 = -46371890.804681
  nChanged 39
		SP:Iteration 51Q (4056.990000 sec): 3 clusters
  Score: Raw -46378167.605842 + Penalty 6275.541865 = -46371892.063977
  nChanged 33
		SP:Iteration 52Q (4057.880000 sec): 3 clusters
  Score: Raw -46378168.593740 + Penalty 6275.541865 = -46371893.051876
  nChanged 32
		SP:Iteration 53Q (4058.770000 sec): 3 clusters
  Score: Raw -46378169.530362 + Penalty 6275.541865 = -46371893.988498
  nChanged 26
		SP:Iteration 54Q (4059.660000 sec): 3 clusters
  Score: Raw -46378170.255036 + Penalty 6275.541865 = -46371894.713171
  nChanged 25
		SP:Iteration 55Q (4060.550000 sec): 3 clusters
  Score: Raw -46378170.927818 + Penalty 6275.541865 = -46371895.385954
  nChanged 25
		SP:Iteration 56Q (4061.430000 sec): 3 clusters
  Score: Raw -46378171.577993 + Penalty 6275.541865 = -46371896.036128
  nChanged 23
		SP:Iteration 57Q (4062.320000 sec): 3 clusters
  Score: Raw -46378172.188604 + Penalty 6275.541865 = -46371896.646739
  nChanged 17
		SP:Iteration 58Q (4063.210000 sec): 3 clusters
  Score: Raw -46378172.687837 + Penalty 6275.541865 = -46371897.145973
  nChanged 18
		SP:Iteration 59Q (4064.110000 sec): 3 clusters
  Score: Raw -46378173.243151 + Penalty 6275.541865 = -46371897.701287
  nChanged 23
		SP:Iteration 60F (4065.250000 sec): 3 clusters
  Score: Raw -46378173.857827 + Penalty 6275.541865 = -46371898.315962
  nChanged 18
		SP:Iteration 61Q (4066.140000 sec): 3 clusters
  Score: Raw -46378174.258109 + Penalty 6275.541865 = -46371898.716244
  nChanged 13
		SP:Iteration 62Q (4067.010000 sec): 3 clusters
  Score: Raw -46378174.507657 + Penalty 6275.541865 = -46371898.965792
  nChanged 13
		SP:Iteration 63Q (4067.900000 sec): 3 clusters
  Score: Raw -46378174.863588 + Penalty 6275.541865 = -46371899.321723
  nChanged 11
		SP:Iteration 64Q (4068.790000 sec): 3 clusters
  Score: Raw -46378175.113347 + Penalty 6275.541865 = -46371899.571483
  nChanged 9
		SP:Iteration 65Q (4069.680000 sec): 3 clusters
  Score: Raw -46378175.397360 + Penalty 6275.541865 = -46371899.855495
  nChanged 21
		SP:Iteration 66Q (4070.560000 sec): 3 clusters
  Score: Raw -46378175.958876 + Penalty 6275.541865 = -46371900.417011
  nChanged 12
		SP:Iteration 67Q (4071.450000 sec): 3 clusters
  Score: Raw -46378176.312001 + Penalty 6275.541865 = -46371900.770136
  nChanged 13
		SP:Iteration 68Q (4072.330000 sec): 3 clusters
  Score: Raw -46378176.596850 + Penalty 6275.541865 = -46371901.054985
  nChanged 16
		SP:Iteration 69Q (4073.220000 sec): 3 clusters
  Score: Raw -46378176.966335 + Penalty 6275.541865 = -46371901.424470
  nChanged 12
		SP:Iteration 70Q (4074.100000 sec): 3 clusters
  Score: Raw -46378177.288229 + Penalty 6275.541865 = -46371901.746364
  nChanged 14
		SP:Iteration 71Q (4074.990000 sec): 3 clusters
  Score: Raw -46378177.657724 + Penalty 6275.541865 = -46371902.115860
  nChanged 18
		SP:Iteration 72Q (4075.870000 sec): 3 clusters
  Score: Raw -46378178.117579 + Penalty 6275.541865 = -46371902.575714
  nChanged 16
		SP:Iteration 73Q (4076.760000 sec): 3 clusters
  Score: Raw -46378178.606064 + Penalty 6275.541865 = -46371903.064199
  nChanged 19
		SP:Iteration 74Q (4077.650000 sec): 3 clusters
  Score: Raw -46378179.139034 + Penalty 6275.541865 = -46371903.597169
  nChanged 20
		SP:Iteration 75Q (4078.530000 sec): 3 clusters
  Score: Raw -46378179.740942 + Penalty 6275.541865 = -46371904.199077
  nChanged 20
		SP:Iteration 76Q (4079.420000 sec): 3 clusters
  Score: Raw -46378180.345319 + Penalty 6275.541865 = -46371904.803455
  nChanged 27
		SP:Iteration 77Q (4080.300000 sec): 3 clusters
  Score: Raw -46378181.188967 + Penalty 6275.541865 = -46371905.647102
  nChanged 24
		SP:Iteration 78Q (4081.190000 sec): 3 clusters
  Score: Raw -46378181.795956 + Penalty 6275.541865 = -46371906.254091
  nChanged 22
		SP:Iteration 79Q (4082.080000 sec): 3 clusters
  Score: Raw -46378182.255050 + Penalty 6275.541865 = -46371906.713185
  nChanged 21
		SP:Iteration 80F (4083.220000 sec): 3 clusters
  Score: Raw -46378182.715491 + Penalty 6275.541865 = -46371907.173626
  nChanged 13
		SP:Iteration 81Q (4084.110000 sec): 3 clusters
  Score: Raw -46378182.978285 + Penalty 6275.541865 = -46371907.436421
  nChanged 11
		SP:Iteration 82Q (4084.990000 sec): 3 clusters
  Score: Raw -46378183.231548 + Penalty 6275.541865 = -46371907.689683
  nChanged 13
		SP:Iteration 83Q (4085.880000 sec): 3 clusters
  Score: Raw -46378183.519647 + Penalty 6275.541865 = -46371907.977782
  nChanged 13
		SP:Iteration 84Q (4086.770000 sec): 3 clusters
  Score: Raw -46378183.761568 + Penalty 6275.541865 = -46371908.219703
  nChanged 12
		SP:Iteration 85Q (4087.650000 sec): 3 clusters
  Score: Raw -46378183.986805 + Penalty 6275.541865 = -46371908.444940
  nChanged 11
		SP:Iteration 86Q (4088.540000 sec): 3 clusters
  Score: Raw -46378184.204882 + Penalty 6275.541865 = -46371908.663018
  nChanged 5
		SP:Iteration 87Q (4089.420000 sec): 3 clusters
  Score: Raw -46378184.303517 + Penalty 6275.541865 = -46371908.761652
  nChanged 3
		SP:Iteration 88Q (4090.310000 sec): 3 clusters
  Score: Raw -46378184.343709 + Penalty 6275.541865 = -46371908.801844
  nChanged 0
		SP:Iteration 89F (4091.450000 sec): 3 clusters
  Score: Raw -46378184.343709 + Penalty 6275.541865 = -46371908.801844
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 25.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (135939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4091.940000 sec): 2 clusters
  Score: Raw -20196276.490087 + Penalty 2931.350461 = -20193345.139626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4092.450000 sec): 3 clusters
  Score: Raw -20108555.434849 + Penalty 5862.700921 = -20102692.733928
  nChanged 64824
		SP:Iteration 1F (4092.950000 sec): 3 clusters
  Score: Raw -20147101.921117 + Penalty 5862.700921 = -20141239.220196
  nChanged 6375
		SP:Iteration 2Q (4093.470000 sec): 3 clusters
  Score: Raw -20150077.924288 + Penalty 5862.700921 = -20144215.223367
  nChanged 8229
		SP:Iteration 3F (4093.970000 sec): 3 clusters
  Score: Raw -20155385.669318 + Penalty 5862.700921 = -20149522.968397
  nChanged 10386
		SP:Iteration 4F (4094.470000 sec): 3 clusters
  Score: Raw -20163443.457804 + Penalty 5862.700921 = -20157580.756883
  nChanged 11388
		SP:Iteration 5F (4094.980000 sec): 3 clusters
  Score: Raw -20172412.763498 + Penalty 5862.700921 = -20166550.062577
  nChanged 10071
		SP:Iteration 6F (4095.480000 sec): 3 clusters
  Score: Raw -20179323.193927 + Penalty 5862.700921 = -20173460.493006
  nChanged 7635
		SP:Iteration 7F (4095.980000 sec): 3 clusters
  Score: Raw -20183507.914756 + Penalty 5862.700921 = -20177645.213835
  nChanged 5655
		SP:Iteration 8Q (4096.490000 sec): 3 clusters
  Score: Raw -20185878.385953 + Penalty 5862.700921 = -20180015.685032
  nChanged 4162
		SP:Iteration 9Q (4096.990000 sec): 3 clusters
  Score: Raw -20187354.675757 + Penalty 5862.700921 = -20181491.974836
  nChanged 3398
		SP:Iteration 10Q (4097.500000 sec): 3 clusters
  Score: Raw -20188474.036118 + Penalty 5862.700921 = -20182611.335196
  nChanged 3077
		SP:Iteration 11Q (4098.010000 sec): 3 clusters
  Score: Raw -20189453.419513 + Penalty 5862.700921 = -20183590.718591
  nChanged 3015
		SP:Iteration 12Q (4098.510000 sec): 3 clusters
  Score: Raw -20190411.082568 + Penalty 5862.700921 = -20184548.381647
  nChanged 3068
		SP:Iteration 13Q (4099.010000 sec): 3 clusters
  Score: Raw -20191405.399209 + Penalty 5862.700921 = -20185542.698288
  nChanged 3123
		SP:Iteration 14Q (4099.510000 sec): 3 clusters
  Score: Raw -20192401.197551 + Penalty 5862.700921 = -20186538.496630
  nChanged 3155
		SP:Iteration 15Q (4100.010000 sec): 3 clusters
  Score: Raw -20193381.885400 + Penalty 5862.700921 = -20187519.184479
  nChanged 3224
		SP:Iteration 16Q (4100.500000 sec): 3 clusters
  Score: Raw -20194389.626462 + Penalty 5862.700921 = -20188526.925541
  nChanged 3212
		SP:Iteration 17Q (4100.990000 sec): 3 clusters
  Score: Raw -20195399.866739 + Penalty 5862.700921 = -20189537.165818
  nChanged 3190
		SP:Iteration 18Q (4101.480000 sec): 3 clusters
  Score: Raw -20196411.828495 + Penalty 5862.700921 = -20190549.127574
  nChanged 3187
		SP:Iteration 19Q (4101.960000 sec): 3 clusters
  Score: Raw -20197411.539517 + Penalty 5862.700921 = -20191548.838596
  nChanged 3051
		SP:Iteration 20F (4102.460000 sec): 3 clusters
  Score: Raw -20198344.852221 + Penalty 5862.700921 = -20192482.151300
  nChanged 2868
		SP:Iteration 21Q (4102.930000 sec): 3 clusters
  Score: Raw -20199168.043128 + Penalty 5862.700921 = -20193305.342207
  nChanged 2608
		SP:Iteration 22Q (4103.400000 sec): 3 clusters
  Score: Raw -20199875.961653 + Penalty 5862.700921 = -20194013.260732
  nChanged 2402
		SP:Iteration 23Q (4103.870000 sec): 3 clusters
  Score: Raw -20200502.624642 + Penalty 5862.700921 = -20194639.923721
  nChanged 2232
		SP:Iteration 24Q (4104.330000 sec): 3 clusters
  Score: Raw -20201061.314197 + Penalty 5862.700921 = -20195198.613276
  nChanged 2018
		SP:Iteration 25Q (4104.790000 sec): 3 clusters
  Score: Raw -20201527.549746 + Penalty 5862.700921 = -20195664.848825
  nChanged 1805
		SP:Iteration 26Q (4105.240000 sec): 3 clusters
  Score: Raw -20201906.145293 + Penalty 5862.700921 = -20196043.444372
  nChanged 1543
		SP:Iteration 27Q (4105.690000 sec): 3 clusters
  Score: Raw -20202194.378128 + Penalty 5862.700921 = -20196331.677207
  nChanged 1330
		SP:Iteration 28Q (4106.150000 sec): 3 clusters
  Score: Raw -20202420.078986 + Penalty 5862.700921 = -20196557.378065
  nChanged 1166
		SP:Iteration 29Q (4106.590000 sec): 3 clusters
  Score: Raw -20202597.144739 + Penalty 5862.700921 = -20196734.443818
  nChanged 1019
		SP:Iteration 30Q (4107.040000 sec): 3 clusters
  Score: Raw -20202737.246485 + Penalty 5862.700921 = -20196874.545563
  nChanged 859
		SP:Iteration 31Q (4107.480000 sec): 3 clusters
  Score: Raw -20202846.393890 + Penalty 5862.700921 = -20196983.692969
  nChanged 722
		SP:Iteration 32Q (4107.920000 sec): 3 clusters
  Score: Raw -20202923.610740 + Penalty 5862.700921 = -20197060.909818
  nChanged 620
		SP:Iteration 33Q (4108.360000 sec): 3 clusters
  Score: Raw -20202981.039240 + Penalty 5862.700921 = -20197118.338318
  nChanged 509
		SP:Iteration 34Q (4108.800000 sec): 3 clusters
  Score: Raw -20203023.412881 + Penalty 5862.700921 = -20197160.711960
  nChanged 485
		SP:Iteration 35Q (4109.230000 sec): 3 clusters
  Score: Raw -20203063.073362 + Penalty 5862.700921 = -20197200.372441
  nChanged 444
		SP:Iteration 36Q (4109.670000 sec): 3 clusters
  Score: Raw -20203098.540895 + Penalty 5862.700921 = -20197235.839974
  nChanged 397
		SP:Iteration 37Q (4110.100000 sec): 3 clusters
  Score: Raw -20203126.064089 + Penalty 5862.700921 = -20197263.363168
  nChanged 311
		SP:Iteration 38Q (4110.540000 sec): 3 clusters
  Score: Raw -20203145.247621 + Penalty 5862.700921 = -20197282.546699
  nChanged 277
		SP:Iteration 39Q (4110.970000 sec): 3 clusters
  Score: Raw -20203162.049024 + Penalty 5862.700921 = -20197299.348103
  nChanged 258
		SP:Iteration 40F (4111.470000 sec): 3 clusters
  Score: Raw -20203178.121601 + Penalty 5862.700921 = -20197315.420680
  nChanged 230
		SP:Iteration 41Q (4111.900000 sec): 3 clusters
  Score: Raw -20203190.397276 + Penalty 5862.700921 = -20197327.696355
  nChanged 202
		SP:Iteration 42Q (4112.330000 sec): 3 clusters
  Score: Raw -20203199.862420 + Penalty 5862.700921 = -20197337.161498
  nChanged 184
		SP:Iteration 43Q (4112.770000 sec): 3 clusters
  Score: Raw -20203209.265390 + Penalty 5862.700921 = -20197346.564468
  nChanged 169
		SP:Iteration 44Q (4113.190000 sec): 3 clusters
  Score: Raw -20203218.221228 + Penalty 5862.700921 = -20197355.520307
  nChanged 136
		SP:Iteration 45Q (4113.630000 sec): 3 clusters
  Score: Raw -20203224.119596 + Penalty 5862.700921 = -20197361.418675
  nChanged 118
		SP:Iteration 46Q (4114.050000 sec): 3 clusters
  Score: Raw -20203229.127111 + Penalty 5862.700921 = -20197366.426190
  nChanged 114
		SP:Iteration 47Q (4114.490000 sec): 3 clusters
  Score: Raw -20203233.378205 + Penalty 5862.700921 = -20197370.677284
  nChanged 100
		SP:Iteration 48Q (4114.910000 sec): 3 clusters
  Score: Raw -20203237.043845 + Penalty 5862.700921 = -20197374.342924
  nChanged 101
		SP:Iteration 49Q (4115.340000 sec): 3 clusters
  Score: Raw -20203240.760460 + Penalty 5862.700921 = -20197378.059539
  nChanged 86
		SP:Iteration 50Q (4115.770000 sec): 3 clusters
  Score: Raw -20203243.795103 + Penalty 5862.700921 = -20197381.094182
  nChanged 69
		SP:Iteration 51Q (4116.190000 sec): 3 clusters
  Score: Raw -20203246.099698 + Penalty 5862.700921 = -20197383.398776
  nChanged 67
		SP:Iteration 52Q (4116.630000 sec): 3 clusters
  Score: Raw -20203247.907289 + Penalty 5862.700921 = -20197385.206368
  nChanged 45
		SP:Iteration 53Q (4117.050000 sec): 3 clusters
  Score: Raw -20203249.384944 + Penalty 5862.700921 = -20197386.684023
  nChanged 65
		SP:Iteration 54Q (4117.480000 sec): 3 clusters
  Score: Raw -20203251.884718 + Penalty 5862.700921 = -20197389.183797
  nChanged 70
		SP:Iteration 55Q (4117.910000 sec): 3 clusters
  Score: Raw -20203254.610585 + Penalty 5862.700921 = -20197391.909664
  nChanged 64
		SP:Iteration 56Q (4118.340000 sec): 3 clusters
  Score: Raw -20203256.898920 + Penalty 5862.700921 = -20197394.197999
  nChanged 61
		SP:Iteration 57Q (4118.770000 sec): 3 clusters
  Score: Raw -20203259.374155 + Penalty 5862.700921 = -20197396.673233
  nChanged 60
		SP:Iteration 58Q (4119.200000 sec): 3 clusters
  Score: Raw -20203261.467307 + Penalty 5862.700921 = -20197398.766386
  nChanged 56
		SP:Iteration 59Q (4119.630000 sec): 3 clusters
  Score: Raw -20203263.058484 + Penalty 5862.700921 = -20197400.357562
  nChanged 41
		SP:Iteration 60F (4120.130000 sec): 3 clusters
  Score: Raw -20203264.304902 + Penalty 5862.700921 = -20197401.603981
  nChanged 42
		SP:Iteration 61Q (4120.550000 sec): 3 clusters
  Score: Raw -20203265.547246 + Penalty 5862.700921 = -20197402.846324
  nChanged 39
		SP:Iteration 62Q (4120.980000 sec): 3 clusters
  Score: Raw -20203266.687896 + Penalty 5862.700921 = -20197403.986974
  nChanged 29
		SP:Iteration 63Q (4121.410000 sec): 3 clusters
  Score: Raw -20203267.532461 + Penalty 5862.700921 = -20197404.831540
  nChanged 30
		SP:Iteration 64Q (4121.830000 sec): 3 clusters
  Score: Raw -20203268.261066 + Penalty 5862.700921 = -20197405.560145
  nChanged 26
		SP:Iteration 65Q (4122.260000 sec): 3 clusters
  Score: Raw -20203269.038160 + Penalty 5862.700921 = -20197406.337239
  nChanged 25
		SP:Iteration 66Q (4122.690000 sec): 3 clusters
  Score: Raw -20203269.871895 + Penalty 5862.700921 = -20197407.170974
  nChanged 28
		SP:Iteration 67Q (4123.110000 sec): 3 clusters
  Score: Raw -20203270.638122 + Penalty 5862.700921 = -20197407.937201
  nChanged 23
		SP:Iteration 68Q (4123.530000 sec): 3 clusters
  Score: Raw -20203271.254881 + Penalty 5862.700921 = -20197408.553960
  nChanged 26
		SP:Iteration 69Q (4123.960000 sec): 3 clusters
  Score: Raw -20203272.201924 + Penalty 5862.700921 = -20197409.501002
  nChanged 18
		SP:Iteration 70Q (4124.390000 sec): 3 clusters
  Score: Raw -20203272.613738 + Penalty 5862.700921 = -20197409.912817
  nChanged 13
		SP:Iteration 71Q (4124.810000 sec): 3 clusters
  Score: Raw -20203272.902355 + Penalty 5862.700921 = -20197410.201434
  nChanged 13
		SP:Iteration 72Q (4125.240000 sec): 3 clusters
  Score: Raw -20203273.315355 + Penalty 5862.700921 = -20197410.614434
  nChanged 17
		SP:Iteration 73Q (4125.670000 sec): 3 clusters
  Score: Raw -20203273.796239 + Penalty 5862.700921 = -20197411.095318
  nChanged 10
		SP:Iteration 74Q (4126.100000 sec): 3 clusters
  Score: Raw -20203274.087795 + Penalty 5862.700921 = -20197411.386873
  nChanged 14
		SP:Iteration 75Q (4126.530000 sec): 3 clusters
  Score: Raw -20203274.428622 + Penalty 5862.700921 = -20197411.727701
  nChanged 11
		SP:Iteration 76Q (4126.950000 sec): 3 clusters
  Score: Raw -20203274.629507 + Penalty 5862.700921 = -20197411.928586
  nChanged 12
		SP:Iteration 77Q (4127.380000 sec): 3 clusters
  Score: Raw -20203274.890523 + Penalty 5862.700921 = -20197412.189602
  nChanged 9
		SP:Iteration 78Q (4127.810000 sec): 3 clusters
  Score: Raw -20203275.103952 + Penalty 5862.700921 = -20197412.403031
  nChanged 8
		SP:Iteration 79Q (4128.230000 sec): 3 clusters
  Score: Raw -20203275.282910 + Penalty 5862.700921 = -20197412.581989
  nChanged 11
		SP:Iteration 80F (4128.730000 sec): 3 clusters
  Score: Raw -20203275.527802 + Penalty 5862.700921 = -20197412.826881
  nChanged 8
		SP:Iteration 81Q (4129.160000 sec): 3 clusters
  Score: Raw -20203275.703525 + Penalty 5862.700921 = -20197413.002604
  nChanged 13
		SP:Iteration 82Q (4129.590000 sec): 3 clusters
  Score: Raw -20203275.943156 + Penalty 5862.700921 = -20197413.242234
  nChanged 10
		SP:Iteration 83Q (4130.020000 sec): 3 clusters
  Score: Raw -20203276.139142 + Penalty 5862.700921 = -20197413.438221
  nChanged 8
		SP:Iteration 84Q (4130.450000 sec): 3 clusters
  Score: Raw -20203276.324793 + Penalty 5862.700921 = -20197413.623872
  nChanged 9
		SP:Iteration 85Q (4130.870000 sec): 3 clusters
  Score: Raw -20203276.532439 + Penalty 5862.700921 = -20197413.831518
  nChanged 8
		SP:Iteration 86Q (4131.300000 sec): 3 clusters
  Score: Raw -20203276.720308 + Penalty 5862.700921 = -20197414.019387
  nChanged 4
		SP:Iteration 87Q (4131.730000 sec): 3 clusters
  Score: Raw -20203276.780570 + Penalty 5862.700921 = -20197414.079649
  nChanged 1
		SP:Iteration 88Q (4132.160000 sec): 3 clusters
  Score: Raw -20203276.799413 + Penalty 5862.700921 = -20197414.098492
  nChanged 4
		SP:Iteration 89Q (4132.590000 sec): 3 clusters
  Score: Raw -20203276.891747 + Penalty 5862.700921 = -20197414.190826
  nChanged 3
		SP:Iteration 90Q (4133.010000 sec): 3 clusters
  Score: Raw -20203277.004400 + Penalty 5862.700921 = -20197414.303479
  nChanged 5
		SP:Iteration 91Q (4133.440000 sec): 3 clusters
  Score: Raw -20203277.142379 + Penalty 5862.700921 = -20197414.441457
  nChanged 8
		SP:Iteration 92Q (4133.870000 sec): 3 clusters
  Score: Raw -20203277.276300 + Penalty 5862.700921 = -20197414.575379
  nChanged 2
		SP:Iteration 93Q (4134.290000 sec): 3 clusters
  Score: Raw -20203277.303195 + Penalty 5862.700921 = -20197414.602274
  nChanged 0
		SP:Iteration 94F (4134.790000 sec): 3 clusters
  Score: Raw -20203277.303195 + Penalty 5862.700921 = -20197414.602274
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 26.
Iteration 20F (4163.500000 sec): 27 clusters
  Score: Raw -117515018.376134 + Penalty 87741.839050 = -117427276.537084
  nChanged 23736
Iteration 21Q (4173.240000 sec): 27 clusters
  Score: Raw -117526992.675716 + Penalty 87741.839050 = -117439250.836666
  nChanged 13322
Iteration 22Q (4182.610000 sec): 27 clusters
  Score: Raw -117531289.297978 + Penalty 87741.839050 = -117443547.458928
  nChanged 10481
Iteration 23Q (4191.830000 sec): 27 clusters
  Score: Raw -117534040.002938 + Penalty 87741.839050 = -117446298.163888
  nChanged 8984
Iteration 24Q (4200.890000 sec): 27 clusters
  Score: Raw -117536137.729200 + Penalty 87741.839050 = -117448395.890151
  nChanged 7903
Iteration 25Q (4209.880000 sec): 27 clusters
  Score: Raw -117537788.476618 + Penalty 87741.839050 = -117450046.637568
  nChanged 7107
Iteration 26Q (4218.850000 sec): 27 clusters
  Score: Raw -117539175.808874 + Penalty 87741.839050 = -117451433.969825
  nChanged 6570
Iteration 27Q (4227.780000 sec): 27 clusters
  Score: Raw -117540342.947168 + Penalty 87741.839050 = -117452601.108119
  nChanged 6188
Iteration 28Q (4236.640000 sec): 27 clusters
  Score: Raw -117541352.349118 + Penalty 87741.839050 = -117453610.510068
  nChanged 5581
Iteration 29Q (4245.490000 sec): 27 clusters
  Score: Raw -117542226.913235 + Penalty 87741.839050 = -117454485.074186
  nChanged 5163
Iteration 30Q (4254.310000 sec): 27 clusters
  Score: Raw -117543033.677092 + Penalty 87741.839050 = -117455291.838043
  nChanged 4912
Iteration 31Q (4263.090000 sec): 27 clusters
  Score: Raw -117543786.035840 + Penalty 87741.839050 = -117456044.196790
  nChanged 4677
Iteration 32Q (4271.860000 sec): 27 clusters
  Score: Raw -117544519.219890 + Penalty 87741.839050 = -117456777.380840
  nChanged 4553
Iteration 33Q (4280.620000 sec): 27 clusters
  Score: Raw -117545232.777636 + Penalty 87741.839050 = -117457490.938587
  nChanged 4396
Iteration 34Q (4289.330000 sec): 27 clusters
  Score: Raw -117545921.371581 + Penalty 87741.839050 = -117458179.532531
  nChanged 4189
Iteration 35Q (4298.040000 sec): 27 clusters
  Score: Raw -117546571.144500 + Penalty 87741.839050 = -117458829.305451
  nChanged 4046
Iteration 36Q (4306.730000 sec): 27 clusters
  Score: Raw -117547211.070380 + Penalty 87741.839050 = -117459469.231330
  nChanged 3893
Iteration 37Q (4315.400000 sec): 27 clusters
  Score: Raw -117547837.895581 + Penalty 87741.839050 = -117460096.056531
  nChanged 3825
Iteration 38Q (4324.070000 sec): 27 clusters
  Score: Raw -117548444.158075 + Penalty 87741.839050 = -117460702.319025
  nChanged 3722
Iteration 39Q (4332.710000 sec): 27 clusters
  Score: Raw -117549068.290349 + Penalty 87741.839050 = -117461326.451299
  nChanged 3601
Iteration 40F (4361.270000 sec): 27 clusters
  Score: Raw -117550613.624798 + Penalty 87741.839050 = -117462871.785748
  nChanged 3634
Iteration 41Q (4368.980000 sec): 27 clusters
  Score: Raw -117551999.432836 + Penalty 87741.839050 = -117464257.593786
  nChanged 3591
Iteration 42Q (4376.700000 sec): 27 clusters
  Score: Raw -117552795.670585 + Penalty 87741.839050 = -117465053.831536
  nChanged 3471
Iteration 43Q (4384.410000 sec): 27 clusters
  Score: Raw -117553604.156847 + Penalty 87741.839050 = -117465862.317798
  nChanged 3501
Iteration 44Q (4392.130000 sec): 27 clusters
  Score: Raw -117554540.371334 + Penalty 87741.839050 = -117466798.532285
  nChanged 3536
Iteration 45Q (4399.800000 sec): 27 clusters
  Score: Raw -117555429.831941 + Penalty 87741.839050 = -117467687.992892
  nChanged 3354
Iteration 46Q (4407.460000 sec): 27 clusters
  Score: Raw -117556173.502568 + Penalty 87741.839050 = -117468431.663518
  nChanged 3190
Iteration 47Q (4415.120000 sec): 27 clusters
  Score: Raw -117556814.084308 + Penalty 87741.839050 = -117469072.245258
  nChanged 2908
Iteration 48Q (4422.760000 sec): 27 clusters
  Score: Raw -117557296.910341 + Penalty 87741.839050 = -117469555.071291
  nChanged 2713
Iteration 49Q (4430.370000 sec): 27 clusters
  Score: Raw -117557682.557712 + Penalty 87741.839050 = -117469940.718662
  nChanged 2384
Iteration 50Q (4438.000000 sec): 27 clusters
  Score: Raw -117557973.616671 + Penalty 87741.839050 = -117470231.777622
  nChanged 2090
Iteration 51Q (4445.570000 sec): 27 clusters
  Score: Raw -117558196.734372 + Penalty 87741.839050 = -117470454.895323
  nChanged 1914
Iteration 52Q (4453.140000 sec): 27 clusters
  Score: Raw -117558398.897791 + Penalty 87741.839050 = -117470657.058742
  nChanged 1764
Iteration 53Q (4460.710000 sec): 27 clusters
  Score: Raw -117558575.454784 + Penalty 87741.839050 = -117470833.615734
  nChanged 1707
Iteration 54Q (4468.270000 sec): 27 clusters
  Score: Raw -117558720.019857 + Penalty 87741.839050 = -117470978.180807
  nChanged 1487
Iteration 55Q (4475.820000 sec): 27 clusters
  Score: Raw -117558828.092661 + Penalty 87741.839050 = -117471086.253611
  nChanged 1327
Iteration 56Q (4483.370000 sec): 27 clusters
  Score: Raw -117558914.157613 + Penalty 87741.839050 = -117471172.318563
  nChanged 1190
Iteration 57Q (4490.890000 sec): 27 clusters
  Score: Raw -117558989.605826 + Penalty 87741.839050 = -117471247.766776
  nChanged 1066
Iteration 58Q (4498.410000 sec): 27 clusters
  Score: Raw -117559054.158597 + Penalty 87741.839050 = -117471312.319548
  nChanged 961
Writing temp clu file 
Because OldScore, -117471247.766776, is greater than current (better) Score,-117471312.319548 
 Compute initial score before splitting:   Score: Raw -117559054.158597 + Penalty 87741.839050 = -117471312.319548
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (6966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4498.600000 sec): 2 clusters
  Score: Raw -1022875.581092 + Penalty 2194.501520 = -1020681.079572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4498.630000 sec): 3 clusters
  Score: Raw -1019327.136669 + Penalty 4389.003040 = -1014938.133629
  nChanged 2768
		SP:Iteration 1F (4498.650000 sec): 3 clusters
  Score: Raw -1020824.261544 + Penalty 4389.003040 = -1016435.258504
  nChanged 524
		SP:Iteration 2F (4498.680000 sec): 3 clusters
  Score: Raw -1021105.536121 + Penalty 4389.003040 = -1016716.533081
  nChanged 387
		SP:Iteration 3F (4498.700000 sec): 3 clusters
  Score: Raw -1021307.661710 + Penalty 4389.003040 = -1016918.658671
  nChanged 272
		SP:Iteration 4Q (4498.730000 sec): 3 clusters
  Score: Raw -1021437.234449 + Penalty 4389.003040 = -1017048.231409
  nChanged 245
		SP:Iteration 5Q (4498.750000 sec): 3 clusters
  Score: Raw -1021564.813104 + Penalty 4389.003040 = -1017175.810064
  nChanged 230
		SP:Iteration 6Q (4498.780000 sec): 3 clusters
  Score: Raw -1021681.930461 + Penalty 4389.003040 = -1017292.927421
  nChanged 216
		SP:Iteration 7Q (4498.800000 sec): 3 clusters
  Score: Raw -1021794.879341 + Penalty 4389.003040 = -1017405.876302
  nChanged 184
		SP:Iteration 8Q (4498.830000 sec): 3 clusters
  Score: Raw -1021885.889448 + Penalty 4389.003040 = -1017496.886408
  nChanged 158
		SP:Iteration 9Q (4498.860000 sec): 3 clusters
  Score: Raw -1021956.017819 + Penalty 4389.003040 = -1017567.014779
  nChanged 138
		SP:Iteration 10Q (4498.880000 sec): 3 clusters
  Score: Raw -1022014.863123 + Penalty 4389.003040 = -1017625.860083
  nChanged 134
		SP:Iteration 11Q (4498.900000 sec): 3 clusters
  Score: Raw -1022080.833012 + Penalty 4389.003040 = -1017691.829973
  nChanged 126
		SP:Iteration 12Q (4498.930000 sec): 3 clusters
  Score: Raw -1022136.995511 + Penalty 4389.003040 = -1017747.992471
  nChanged 115
		SP:Iteration 13Q (4498.960000 sec): 3 clusters
  Score: Raw -1022186.902231 + Penalty 4389.003040 = -1017797.899191
  nChanged 92
		SP:Iteration 14Q (4498.980000 sec): 3 clusters
  Score: Raw -1022225.214748 + Penalty 4389.003040 = -1017836.211709
  nChanged 80
		SP:Iteration 15Q (4499.000000 sec): 3 clusters
  Score: Raw -1022262.679708 + Penalty 4389.003040 = -1017873.676668
  nChanged 81
		SP:Iteration 16Q (4499.030000 sec): 3 clusters
  Score: Raw -1022299.285956 + Penalty 4389.003040 = -1017910.282916
  nChanged 73
		SP:Iteration 17Q (4499.060000 sec): 3 clusters
  Score: Raw -1022327.998598 + Penalty 4389.003040 = -1017938.995558
  nChanged 66
		SP:Iteration 18Q (4499.080000 sec): 3 clusters
  Score: Raw -1022355.523782 + Penalty 4389.003040 = -1017966.520743
  nChanged 65
		SP:Iteration 19Q (4499.100000 sec): 3 clusters
  Score: Raw -1022384.713396 + Penalty 4389.003040 = -1017995.710356
  nChanged 71
		SP:Iteration 20F (4499.130000 sec): 3 clusters
  Score: Raw -1022415.354258 + Penalty 4389.003040 = -1018026.351219
  nChanged 66
		SP:Iteration 21Q (4499.160000 sec): 3 clusters
  Score: Raw -1022440.323998 + Penalty 4389.003040 = -1018051.320959
  nChanged 62
		SP:Iteration 22Q (4499.180000 sec): 3 clusters
  Score: Raw -1022462.416104 + Penalty 4389.003040 = -1018073.413064
  nChanged 58
		SP:Iteration 23Q (4499.200000 sec): 3 clusters
  Score: Raw -1022483.395554 + Penalty 4389.003040 = -1018094.392514
  nChanged 60
		SP:Iteration 24Q (4499.230000 sec): 3 clusters
  Score: Raw -1022505.911925 + Penalty 4389.003040 = -1018116.908885
  nChanged 52
		SP:Iteration 25Q (4499.250000 sec): 3 clusters
  Score: Raw -1022526.028625 + Penalty 4389.003040 = -1018137.025585
  nChanged 55
		SP:Iteration 26Q (4499.280000 sec): 3 clusters
  Score: Raw -1022548.892597 + Penalty 4389.003040 = -1018159.889558
  nChanged 58
		SP:Iteration 27Q (4499.300000 sec): 3 clusters
  Score: Raw -1022570.559488 + Penalty 4389.003040 = -1018181.556449
  nChanged 49
		SP:Iteration 28Q (4499.320000 sec): 3 clusters
  Score: Raw -1022586.568963 + Penalty 4389.003040 = -1018197.565923
  nChanged 43
		SP:Iteration 29Q (4499.350000 sec): 3 clusters
  Score: Raw -1022601.851031 + Penalty 4389.003040 = -1018212.847991
  nChanged 40
		SP:Iteration 30Q (4499.370000 sec): 3 clusters
  Score: Raw -1022616.364859 + Penalty 4389.003040 = -1018227.361820
  nChanged 38
		SP:Iteration 31Q (4499.400000 sec): 3 clusters
  Score: Raw -1022629.233900 + Penalty 4389.003040 = -1018240.230861
  nChanged 30
		SP:Iteration 32Q (4499.420000 sec): 3 clusters
  Score: Raw -1022639.615745 + Penalty 4389.003040 = -1018250.612705
  nChanged 37
		SP:Iteration 33Q (4499.440000 sec): 3 clusters
  Score: Raw -1022652.160783 + Penalty 4389.003040 = -1018263.157743
  nChanged 30
		SP:Iteration 34Q (4499.470000 sec): 3 clusters
  Score: Raw -1022665.893821 + Penalty 4389.003040 = -1018276.890781
  nChanged 36
		SP:Iteration 35Q (4499.490000 sec): 3 clusters
  Score: Raw -1022680.411238 + Penalty 4389.003040 = -1018291.408198
  nChanged 37
		SP:Iteration 36Q (4499.520000 sec): 3 clusters
  Score: Raw -1022692.075685 + Penalty 4389.003040 = -1018303.072646
  nChanged 40
		SP:Iteration 37Q (4499.540000 sec): 3 clusters
  Score: Raw -1022704.971311 + Penalty 4389.003040 = -1018315.968271
  nChanged 43
		SP:Iteration 38Q (4499.560000 sec): 3 clusters
  Score: Raw -1022721.131639 + Penalty 4389.003040 = -1018332.128599
  nChanged 42
		SP:Iteration 39Q (4499.590000 sec): 3 clusters
  Score: Raw -1022737.981046 + Penalty 4389.003040 = -1018348.978006
  nChanged 43
		SP:Iteration 40F (4499.610000 sec): 3 clusters
  Score: Raw -1022755.050424 + Penalty 4389.003040 = -1018366.047385
  nChanged 40
		SP:Iteration 41Q (4499.640000 sec): 3 clusters
  Score: Raw -1022771.535032 + Penalty 4389.003040 = -1018382.531992
  nChanged 45
		SP:Iteration 42Q (4499.660000 sec): 3 clusters
  Score: Raw -1022788.975888 + Penalty 4389.003040 = -1018399.972848
  nChanged 41
		SP:Iteration 43Q (4499.680000 sec): 3 clusters
  Score: Raw -1022801.698912 + Penalty 4389.003040 = -1018412.695872
  nChanged 31
		SP:Iteration 44Q (4499.710000 sec): 3 clusters
  Score: Raw -1022811.181123 + Penalty 4389.003040 = -1018422.178083
  nChanged 25
		SP:Iteration 45Q (4499.730000 sec): 3 clusters
  Score: Raw -1022819.323721 + Penalty 4389.003040 = -1018430.320681
  nChanged 26
		SP:Iteration 46Q (4499.750000 sec): 3 clusters
  Score: Raw -1022828.423524 + Penalty 4389.003040 = -1018439.420485
  nChanged 30
		SP:Iteration 47Q (4499.780000 sec): 3 clusters
  Score: Raw -1022839.806759 + Penalty 4389.003040 = -1018450.803719
  nChanged 32
		SP:Iteration 48Q (4499.800000 sec): 3 clusters
  Score: Raw -1022853.018745 + Penalty 4389.003040 = -1018464.015706
  nChanged 35
		SP:Iteration 49Q (4499.820000 sec): 3 clusters
  Score: Raw -1022864.138085 + Penalty 4389.003040 = -1018475.135046
  nChanged 26
		SP:Iteration 50Q (4499.850000 sec): 3 clusters
  Score: Raw -1022873.924535 + Penalty 4389.003040 = -1018484.921496
  nChanged 31
		SP:Iteration 51Q (4499.870000 sec): 3 clusters
  Score: Raw -1022885.328105 + Penalty 4389.003040 = -1018496.325065
  nChanged 29
		SP:Iteration 52Q (4499.890000 sec): 3 clusters
  Score: Raw -1022893.708385 + Penalty 4389.003040 = -1018504.705345
  nChanged 28
		SP:Iteration 53Q (4499.920000 sec): 3 clusters
  Score: Raw -1022902.850430 + Penalty 4389.003040 = -1018513.847390
  nChanged 18
		SP:Iteration 54Q (4499.940000 sec): 3 clusters
  Score: Raw -1022908.890560 + Penalty 4389.003040 = -1018519.887520
  nChanged 16
		SP:Iteration 55Q (4499.960000 sec): 3 clusters
  Score: Raw -1022915.341697 + Penalty 4389.003040 = -1018526.338657
  nChanged 23
		SP:Iteration 56Q (4499.980000 sec): 3 clusters
  Score: Raw -1022923.620136 + Penalty 4389.003040 = -1018534.617097
  nChanged 27
		SP:Iteration 57Q (4500.010000 sec): 3 clusters
  Score: Raw -1022933.170389 + Penalty 4389.003040 = -1018544.167350
  nChanged 20
		SP:Iteration 58Q (4500.030000 sec): 3 clusters
  Score: Raw -1022939.892147 + Penalty 4389.003040 = -1018550.889108
  nChanged 22
		SP:Iteration 59Q (4500.050000 sec): 3 clusters
  Score: Raw -1022947.331037 + Penalty 4389.003040 = -1018558.327997
  nChanged 18
		SP:Iteration 60F (4500.080000 sec): 3 clusters
  Score: Raw -1022954.808984 + Penalty 4389.003040 = -1018565.805944
  nChanged 23
		SP:Iteration 61Q (4500.100000 sec): 3 clusters
  Score: Raw -1022963.524144 + Penalty 4389.003040 = -1018574.521105
  nChanged 24
		SP:Iteration 62Q (4500.120000 sec): 3 clusters
  Score: Raw -1022972.260581 + Penalty 4389.003040 = -1018583.257541
  nChanged 20
		SP:Iteration 63Q (4500.150000 sec): 3 clusters
  Score: Raw -1022978.672405 + Penalty 4389.003040 = -1018589.669365
  nChanged 15
		SP:Iteration 64Q (4500.170000 sec): 3 clusters
  Score: Raw -1022983.531044 + Penalty 4389.003040 = -1018594.528004
  nChanged 17
		SP:Iteration 65Q (4500.190000 sec): 3 clusters
  Score: Raw -1022989.350573 + Penalty 4389.003040 = -1018600.347533
  nChanged 13
		SP:Iteration 66Q (4500.210000 sec): 3 clusters
  Score: Raw -1022994.774391 + Penalty 4389.003040 = -1018605.771352
  nChanged 12
		SP:Iteration 67Q (4500.240000 sec): 3 clusters
  Score: Raw -1022998.394637 + Penalty 4389.003040 = -1018609.391598
  nChanged 10
		SP:Iteration 68Q (4500.260000 sec): 3 clusters
  Score: Raw -1023002.905836 + Penalty 4389.003040 = -1018613.902796
  nChanged 12
		SP:Iteration 69Q (4500.280000 sec): 3 clusters
  Score: Raw -1023007.372833 + Penalty 4389.003040 = -1018618.369793
  nChanged 13
		SP:Iteration 70Q (4500.300000 sec): 3 clusters
  Score: Raw -1023011.732600 + Penalty 4389.003040 = -1018622.729560
  nChanged 15
		SP:Iteration 71Q (4500.320000 sec): 3 clusters
  Score: Raw -1023018.232221 + Penalty 4389.003040 = -1018629.229182
  nChanged 18
		SP:Iteration 72Q (4500.350000 sec): 3 clusters
  Score: Raw -1023026.071510 + Penalty 4389.003040 = -1018637.068471
  nChanged 15
		SP:Iteration 73Q (4500.370000 sec): 3 clusters
  Score: Raw -1023032.632889 + Penalty 4389.003040 = -1018643.629849
  nChanged 10
		SP:Iteration 74Q (4500.390000 sec): 3 clusters
  Score: Raw -1023037.950043 + Penalty 4389.003040 = -1018648.947004
  nChanged 16
		SP:Iteration 75Q (4500.410000 sec): 3 clusters
  Score: Raw -1023045.348249 + Penalty 4389.003040 = -1018656.345209
  nChanged 15
		SP:Iteration 76Q (4500.430000 sec): 3 clusters
  Score: Raw -1023052.619937 + Penalty 4389.003040 = -1018663.616897
  nChanged 17
		SP:Iteration 77Q (4500.460000 sec): 3 clusters
  Score: Raw -1023060.473835 + Penalty 4389.003040 = -1018671.470795
  nChanged 19
		SP:Iteration 78Q (4500.480000 sec): 3 clusters
  Score: Raw -1023067.510259 + Penalty 4389.003040 = -1018678.507219
  nChanged 12
		SP:Iteration 79Q (4500.500000 sec): 3 clusters
  Score: Raw -1023072.783679 + Penalty 4389.003040 = -1018683.780639
  nChanged 11
		SP:Iteration 80F (4500.520000 sec): 3 clusters
  Score: Raw -1023077.732300 + Penalty 4389.003040 = -1018688.729261
  nChanged 9
		SP:Iteration 81Q (4500.550000 sec): 3 clusters
  Score: Raw -1023082.838393 + Penalty 4389.003040 = -1018693.835354
  nChanged 10
		SP:Iteration 82Q (4500.570000 sec): 3 clusters
  Score: Raw -1023087.051368 + Penalty 4389.003040 = -1018698.048328
  nChanged 8
		SP:Iteration 83Q (4500.590000 sec): 3 clusters
  Score: Raw -1023090.856616 + Penalty 4389.003040 = -1018701.853576
  nChanged 6
		SP:Iteration 84Q (4500.610000 sec): 3 clusters
  Score: Raw -1023093.681436 + Penalty 4389.003040 = -1018704.678396
  nChanged 8
		SP:Iteration 85Q (4500.630000 sec): 3 clusters
  Score: Raw -1023097.142716 + Penalty 4389.003040 = -1018708.139676
  nChanged 5
		SP:Iteration 86Q (4500.650000 sec): 3 clusters
  Score: Raw -1023098.876100 + Penalty 4389.003040 = -1018709.873060
  nChanged 5
		SP:Iteration 87Q (4500.680000 sec): 3 clusters
  Score: Raw -1023100.860592 + Penalty 4389.003040 = -1018711.857552
  nChanged 2
		SP:Iteration 88Q (4500.700000 sec): 3 clusters
  Score: Raw -1023101.451592 + Penalty 4389.003040 = -1018712.448552
  nChanged 2
		SP:Iteration 89Q (4500.720000 sec): 3 clusters
  Score: Raw -1023101.941124 + Penalty 4389.003040 = -1018712.938085
  nChanged 1
		SP:Iteration 90Q (4500.740000 sec): 3 clusters
  Score: Raw -1023102.267307 + Penalty 4389.003040 = -1018713.264268
  nChanged 0
		SP:Iteration 91F (4500.760000 sec): 3 clusters
  Score: Raw -1023102.267307 + Penalty 4389.003040 = -1018713.264268
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (6192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4500.780000 sec): 2 clusters
  Score: Raw -895774.247419 + Penalty 2165.291327 = -893608.956092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4500.810000 sec): 3 clusters
  Score: Raw -892611.618694 + Penalty 4330.582654 = -888281.036040
  nChanged 2441
		SP:Iteration 1F (4500.830000 sec): 3 clusters
  Score: Raw -893943.144743 + Penalty 4330.582654 = -889612.562089
  nChanged 456
		SP:Iteration 2F (4500.850000 sec): 3 clusters
  Score: Raw -894191.611700 + Penalty 4330.582654 = -889861.029046
  nChanged 332
		SP:Iteration 3F (4500.880000 sec): 3 clusters
  Score: Raw -894372.070582 + Penalty 4330.582654 = -890041.487928
  nChanged 260
		SP:Iteration 4Q (4500.900000 sec): 3 clusters
  Score: Raw -894518.463670 + Penalty 4330.582654 = -890187.881016
  nChanged 223
		SP:Iteration 5Q (4500.920000 sec): 3 clusters
  Score: Raw -894641.672366 + Penalty 4330.582654 = -890311.089712
  nChanged 186
		SP:Iteration 6Q (4500.940000 sec): 3 clusters
  Score: Raw -894732.402370 + Penalty 4330.582654 = -890401.819716
  nChanged 170
		SP:Iteration 7Q (4500.960000 sec): 3 clusters
  Score: Raw -894820.678290 + Penalty 4330.582654 = -890490.095636
  nChanged 171
		SP:Iteration 8Q (4500.990000 sec): 3 clusters
  Score: Raw -894900.883584 + Penalty 4330.582654 = -890570.300930
  nChanged 148
		SP:Iteration 9Q (4501.010000 sec): 3 clusters
  Score: Raw -894981.419693 + Penalty 4330.582654 = -890650.837039
  nChanged 146
		SP:Iteration 10Q (4501.030000 sec): 3 clusters
  Score: Raw -895058.949088 + Penalty 4330.582654 = -890728.366434
  nChanged 131
		SP:Iteration 11Q (4501.060000 sec): 3 clusters
  Score: Raw -895124.067415 + Penalty 4330.582654 = -890793.484761
  nChanged 142
		SP:Iteration 12Q (4501.080000 sec): 3 clusters
  Score: Raw -895196.599124 + Penalty 4330.582654 = -890866.016470
  nChanged 135
		SP:Iteration 13Q (4501.100000 sec): 3 clusters
  Score: Raw -895264.020415 + Penalty 4330.582654 = -890933.437761
  nChanged 124
		SP:Iteration 14Q (4501.120000 sec): 3 clusters
  Score: Raw -895313.554923 + Penalty 4330.582654 = -890982.972269
  nChanged 100
		SP:Iteration 15Q (4501.140000 sec): 3 clusters
  Score: Raw -895358.109244 + Penalty 4330.582654 = -891027.526590
  nChanged 112
		SP:Iteration 16Q (4501.160000 sec): 3 clusters
  Score: Raw -895411.226021 + Penalty 4330.582654 = -891080.643367
  nChanged 107
		SP:Iteration 17Q (4501.190000 sec): 3 clusters
  Score: Raw -895460.394761 + Penalty 4330.582654 = -891129.812107
  nChanged 90
		SP:Iteration 18Q (4501.210000 sec): 3 clusters
  Score: Raw -895502.736828 + Penalty 4330.582654 = -891172.154174
  nChanged 86
		SP:Iteration 19Q (4501.230000 sec): 3 clusters
  Score: Raw -895538.746043 + Penalty 4330.582654 = -891208.163389
  nChanged 78
		SP:Iteration 20F (4501.260000 sec): 3 clusters
  Score: Raw -895574.209826 + Penalty 4330.582654 = -891243.627172
  nChanged 67
		SP:Iteration 21Q (4501.280000 sec): 3 clusters
  Score: Raw -895602.610846 + Penalty 4330.582654 = -891272.028192
  nChanged 75
		SP:Iteration 22Q (4501.300000 sec): 3 clusters
  Score: Raw -895631.888031 + Penalty 4330.582654 = -891301.305377
  nChanged 62
		SP:Iteration 23Q (4501.320000 sec): 3 clusters
  Score: Raw -895655.527116 + Penalty 4330.582654 = -891324.944462
  nChanged 60
		SP:Iteration 24Q (4501.340000 sec): 3 clusters
  Score: Raw -895674.101507 + Penalty 4330.582654 = -891343.518854
  nChanged 49
		SP:Iteration 25Q (4501.360000 sec): 3 clusters
  Score: Raw -895691.609298 + Penalty 4330.582654 = -891361.026644
  nChanged 39
		SP:Iteration 26Q (4501.380000 sec): 3 clusters
  Score: Raw -895704.633006 + Penalty 4330.582654 = -891374.050352
  nChanged 35
		SP:Iteration 27Q (4501.410000 sec): 3 clusters
  Score: Raw -895718.092034 + Penalty 4330.582654 = -891387.509380
  nChanged 31
		SP:Iteration 28Q (4501.430000 sec): 3 clusters
  Score: Raw -895727.134410 + Penalty 4330.582654 = -891396.551756
  nChanged 26
		SP:Iteration 29Q (4501.450000 sec): 3 clusters
  Score: Raw -895736.998599 + Penalty 4330.582654 = -891406.415945
  nChanged 26
		SP:Iteration 30Q (4501.470000 sec): 3 clusters
  Score: Raw -895745.192873 + Penalty 4330.582654 = -891414.610219
  nChanged 22
		SP:Iteration 31Q (4501.500000 sec): 3 clusters
  Score: Raw -895751.807061 + Penalty 4330.582654 = -891421.224407
  nChanged 18
		SP:Iteration 32Q (4501.520000 sec): 3 clusters
  Score: Raw -895757.216630 + Penalty 4330.582654 = -891426.633976
  nChanged 17
		SP:Iteration 33Q (4501.540000 sec): 3 clusters
  Score: Raw -895761.636618 + Penalty 4330.582654 = -891431.053964
  nChanged 18
		SP:Iteration 34Q (4501.560000 sec): 3 clusters
  Score: Raw -895767.174091 + Penalty 4330.582654 = -891436.591437
  nChanged 16
		SP:Iteration 35Q (4501.580000 sec): 3 clusters
  Score: Raw -895772.475751 + Penalty 4330.582654 = -891441.893097
  nChanged 26
		SP:Iteration 36Q (4501.600000 sec): 3 clusters
  Score: Raw -895780.299836 + Penalty 4330.582654 = -891449.717182
  nChanged 23
		SP:Iteration 37Q (4501.630000 sec): 3 clusters
  Score: Raw -895787.930340 + Penalty 4330.582654 = -891457.347686
  nChanged 31
		SP:Iteration 38Q (4501.650000 sec): 3 clusters
  Score: Raw -895800.219355 + Penalty 4330.582654 = -891469.636701
  nChanged 31
		SP:Iteration 39Q (4501.670000 sec): 3 clusters
  Score: Raw -895810.216268 + Penalty 4330.582654 = -891479.633614
  nChanged 31
		SP:Iteration 40F (4501.700000 sec): 3 clusters
  Score: Raw -895823.536691 + Penalty 4330.582654 = -891492.954037
  nChanged 30
		SP:Iteration 41Q (4501.720000 sec): 3 clusters
  Score: Raw -895834.071831 + Penalty 4330.582654 = -891503.489177
  nChanged 27
		SP:Iteration 42Q (4501.740000 sec): 3 clusters
  Score: Raw -895841.286617 + Penalty 4330.582654 = -891510.703963
  nChanged 18
		SP:Iteration 43Q (4501.760000 sec): 3 clusters
  Score: Raw -895847.700486 + Penalty 4330.582654 = -891517.117832
  nChanged 12
		SP:Iteration 44Q (4501.780000 sec): 3 clusters
  Score: Raw -895852.621659 + Penalty 4330.582654 = -891522.039005
  nChanged 13
		SP:Iteration 45Q (4501.800000 sec): 3 clusters
  Score: Raw -895856.589563 + Penalty 4330.582654 = -891526.006909
  nChanged 16
		SP:Iteration 46Q (4501.820000 sec): 3 clusters
  Score: Raw -895861.384075 + Penalty 4330.582654 = -891530.801421
  nChanged 11
		SP:Iteration 47Q (4501.850000 sec): 3 clusters
  Score: Raw -895864.786448 + Penalty 4330.582654 = -891534.203794
  nChanged 8
		SP:Iteration 48Q (4501.870000 sec): 3 clusters
  Score: Raw -895866.800878 + Penalty 4330.582654 = -891536.218224
  nChanged 9
		SP:Iteration 49Q (4501.890000 sec): 3 clusters
  Score: Raw -895869.187845 + Penalty 4330.582654 = -891538.605191
  nChanged 6
		SP:Iteration 50Q (4501.910000 sec): 3 clusters
  Score: Raw -895870.823739 + Penalty 4330.582654 = -891540.241085
  nChanged 7
		SP:Iteration 51Q (4501.940000 sec): 3 clusters
  Score: Raw -895872.191206 + Penalty 4330.582654 = -891541.608553
  nChanged 4
		SP:Iteration 52Q (4501.960000 sec): 3 clusters
  Score: Raw -895873.067750 + Penalty 4330.582654 = -891542.485096
  nChanged 4
		SP:Iteration 53Q (4501.980000 sec): 3 clusters
  Score: Raw -895874.039457 + Penalty 4330.582654 = -891543.456803
  nChanged 5
		SP:Iteration 54Q (4502.000000 sec): 3 clusters
  Score: Raw -895875.794023 + Penalty 4330.582654 = -891545.211369
  nChanged 8
		SP:Iteration 55Q (4502.030000 sec): 3 clusters
  Score: Raw -895878.453283 + Penalty 4330.582654 = -891547.870629
  nChanged 9
		SP:Iteration 56Q (4502.050000 sec): 3 clusters
  Score: Raw -895880.579128 + Penalty 4330.582654 = -891549.996474
  nChanged 4
		SP:Iteration 57Q (4502.070000 sec): 3 clusters
  Score: Raw -895881.919228 + Penalty 4330.582654 = -891551.336574
  nChanged 4
		SP:Iteration 58Q (4502.090000 sec): 3 clusters
  Score: Raw -895882.890435 + Penalty 4330.582654 = -891552.307781
  nChanged 6
		SP:Iteration 59Q (4502.110000 sec): 3 clusters
  Score: Raw -895884.885106 + Penalty 4330.582654 = -891554.302452
  nChanged 11
		SP:Iteration 60F (4502.130000 sec): 3 clusters
  Score: Raw -895888.139516 + Penalty 4330.582654 = -891557.556862
  nChanged 8
		SP:Iteration 61Q (4502.150000 sec): 3 clusters
  Score: Raw -895890.797327 + Penalty 4330.582654 = -891560.214673
  nChanged 8
		SP:Iteration 62Q (4502.170000 sec): 3 clusters
  Score: Raw -895893.261134 + Penalty 4330.582654 = -891562.678480
  nChanged 9
		SP:Iteration 63Q (4502.190000 sec): 3 clusters
  Score: Raw -895896.237320 + Penalty 4330.582654 = -891565.654666
  nChanged 9
		SP:Iteration 64Q (4502.210000 sec): 3 clusters
  Score: Raw -895899.121357 + Penalty 4330.582654 = -891568.538703
  nChanged 10
		SP:Iteration 65Q (4502.230000 sec): 3 clusters
  Score: Raw -895902.438623 + Penalty 4330.582654 = -891571.855969
  nChanged 9
		SP:Iteration 66Q (4502.260000 sec): 3 clusters
  Score: Raw -895904.860908 + Penalty 4330.582654 = -891574.278254
  nChanged 6
		SP:Iteration 67Q (4502.280000 sec): 3 clusters
  Score: Raw -895906.874822 + Penalty 4330.582654 = -891576.292168
  nChanged 9
		SP:Iteration 68Q (4502.300000 sec): 3 clusters
  Score: Raw -895909.167557 + Penalty 4330.582654 = -891578.584903
  nChanged 3
		SP:Iteration 69Q (4502.320000 sec): 3 clusters
  Score: Raw -895909.944536 + Penalty 4330.582654 = -891579.361882
  nChanged 4
		SP:Iteration 70Q (4502.340000 sec): 3 clusters
  Score: Raw -895911.687322 + Penalty 4330.582654 = -891581.104668
  nChanged 10
		SP:Iteration 71Q (4502.360000 sec): 3 clusters
  Score: Raw -895914.777180 + Penalty 4330.582654 = -891584.194526
  nChanged 8
		SP:Iteration 72Q (4502.380000 sec): 3 clusters
  Score: Raw -895916.801047 + Penalty 4330.582654 = -891586.218393
  nChanged 6
		SP:Iteration 73Q (4502.410000 sec): 3 clusters
  Score: Raw -895918.548783 + Penalty 4330.582654 = -891587.966129
  nChanged 10
		SP:Iteration 74Q (4502.430000 sec): 3 clusters
  Score: Raw -895921.404890 + Penalty 4330.582654 = -891590.822236
  nChanged 12
		SP:Iteration 75Q (4502.450000 sec): 3 clusters
  Score: Raw -895924.408908 + Penalty 4330.582654 = -891593.826254
  nChanged 8
		SP:Iteration 76Q (4502.470000 sec): 3 clusters
  Score: Raw -895926.700590 + Penalty 4330.582654 = -891596.117936
  nChanged 6
		SP:Iteration 77Q (4502.490000 sec): 3 clusters
  Score: Raw -895928.491206 + Penalty 4330.582654 = -891597.908552
  nChanged 4
		SP:Iteration 78Q (4502.510000 sec): 3 clusters
  Score: Raw -895929.532571 + Penalty 4330.582654 = -891598.949917
  nChanged 4
		SP:Iteration 79Q (4502.530000 sec): 3 clusters
  Score: Raw -895930.443917 + Penalty 4330.582654 = -891599.861263
  nChanged 6
		SP:Iteration 80F (4502.550000 sec): 3 clusters
  Score: Raw -895931.807437 + Penalty 4330.582654 = -891601.224783
  nChanged 4
		SP:Iteration 81Q (4502.570000 sec): 3 clusters
  Score: Raw -895932.478185 + Penalty 4330.582654 = -891601.895531
  nChanged 5
		SP:Iteration 82Q (4502.590000 sec): 3 clusters
  Score: Raw -895933.692588 + Penalty 4330.582654 = -891603.109934
  nChanged 5
		SP:Iteration 83Q (4502.610000 sec): 3 clusters
  Score: Raw -895934.852151 + Penalty 4330.582654 = -891604.269497
  nChanged 4
		SP:Iteration 84Q (4502.640000 sec): 3 clusters
  Score: Raw -895935.747264 + Penalty 4330.582654 = -891605.164610
  nChanged 3
		SP:Iteration 85Q (4502.660000 sec): 3 clusters
  Score: Raw -895936.483401 + Penalty 4330.582654 = -891605.900747
  nChanged 2
		SP:Iteration 86Q (4502.680000 sec): 3 clusters
  Score: Raw -895937.150820 + Penalty 4330.582654 = -891606.568166
  nChanged 6
		SP:Iteration 87Q (4502.700000 sec): 3 clusters
  Score: Raw -895938.425654 + Penalty 4330.582654 = -891607.843000
  nChanged 3
		SP:Iteration 88Q (4502.720000 sec): 3 clusters
  Score: Raw -895939.077467 + Penalty 4330.582654 = -891608.494813
  nChanged 5
		SP:Iteration 89Q (4502.740000 sec): 3 clusters
  Score: Raw -895940.461648 + Penalty 4330.582654 = -891609.878994
  nChanged 5
		SP:Iteration 90Q (4502.760000 sec): 3 clusters
  Score: Raw -895941.436325 + Penalty 4330.582654 = -891610.853671
  nChanged 3
		SP:Iteration 91Q (4502.780000 sec): 3 clusters
  Score: Raw -895942.002670 + Penalty 4330.582654 = -891611.420016
  nChanged 1
		SP:Iteration 92Q (4502.800000 sec): 3 clusters
  Score: Raw -895942.550895 + Penalty 4330.582654 = -891611.968241
  nChanged 1
		SP:Iteration 93Q (4502.830000 sec): 3 clusters
  Score: Raw -895942.787938 + Penalty 4330.582654 = -891612.205284
  nChanged 0
		SP:Iteration 94F (4502.850000 sec): 3 clusters
  Score: Raw -895942.787938 + Penalty 4330.582654 = -891612.205284
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (26585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4502.950000 sec): 2 clusters
  Score: Raw -3930311.042638 + Penalty 2526.649402 = -3927784.393237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4503.050000 sec): 3 clusters
  Score: Raw -3914317.832093 + Penalty 5053.298803 = -3909264.533290
  nChanged 11939
		SP:Iteration 1F (4503.150000 sec): 3 clusters
  Score: Raw -3920893.787008 + Penalty 5053.298803 = -3915840.488204
  nChanged 1345
		SP:Iteration 2F (4503.250000 sec): 3 clusters
  Score: Raw -3921297.392068 + Penalty 5053.298803 = -3916244.093265
  nChanged 1081
		SP:Iteration 3Q (4503.360000 sec): 3 clusters
  Score: Raw -3921613.986056 + Penalty 5053.298803 = -3916560.687253
  nChanged 956
		SP:Iteration 4Q (4503.460000 sec): 3 clusters
  Score: Raw -3921897.784880 + Penalty 5053.298803 = -3916844.486077
  nChanged 964
		SP:Iteration 5Q (4503.570000 sec): 3 clusters
  Score: Raw -3922220.055731 + Penalty 5053.298803 = -3917166.756927
  nChanged 1080
		SP:Iteration 6Q (4503.670000 sec): 3 clusters
  Score: Raw -3922635.217915 + Penalty 5053.298803 = -3917581.919112
  nChanged 1194
		SP:Iteration 7Q (4503.780000 sec): 3 clusters
  Score: Raw -3923187.025011 + Penalty 5053.298803 = -3918133.726208
  nChanged 1357
		SP:Iteration 8F (4503.880000 sec): 3 clusters
  Score: Raw -3923908.424964 + Penalty 5053.298803 = -3918855.126161
  nChanged 1480
		SP:Iteration 9F (4503.980000 sec): 3 clusters
  Score: Raw -3924861.568637 + Penalty 5053.298803 = -3919808.269834
  nChanged 1618
		SP:Iteration 10F (4504.080000 sec): 3 clusters
  Score: Raw -3926048.493240 + Penalty 5053.298803 = -3920995.194437
  nChanged 1543
		SP:Iteration 11F (4504.180000 sec): 3 clusters
  Score: Raw -3927295.508287 + Penalty 5053.298803 = -3922242.209484
  nChanged 1328
		SP:Iteration 12Q (4504.280000 sec): 3 clusters
  Score: Raw -3928412.928623 + Penalty 5053.298803 = -3923359.629820
  nChanged 939
		SP:Iteration 13Q (4504.380000 sec): 3 clusters
  Score: Raw -3929248.857178 + Penalty 5053.298803 = -3924195.558375
  nChanged 618
		SP:Iteration 14Q (4504.470000 sec): 3 clusters
  Score: Raw -3929819.823588 + Penalty 5053.298803 = -3924766.524784
  nChanged 367
		SP:Iteration 15Q (4504.560000 sec): 3 clusters
  Score: Raw -3930143.924985 + Penalty 5053.298803 = -3925090.626182
  nChanged 210
		SP:Iteration 16Q (4504.650000 sec): 3 clusters
  Score: Raw -3930331.057333 + Penalty 5053.298803 = -3925277.758530
  nChanged 124
		SP:Iteration 17Q (4504.730000 sec): 3 clusters
  Score: Raw -3930446.240790 + Penalty 5053.298803 = -3925392.941987
  nChanged 85
		SP:Iteration 18Q (4504.800000 sec): 3 clusters
  Score: Raw -3930526.188560 + Penalty 5053.298803 = -3925472.889757
  nChanged 49
		SP:Iteration 19Q (4504.870000 sec): 3 clusters
  Score: Raw -3930569.403440 + Penalty 5053.298803 = -3925516.104637
  nChanged 39
		SP:Iteration 20F (4504.970000 sec): 3 clusters
  Score: Raw -3930602.950481 + Penalty 5053.298803 = -3925549.651677
  nChanged 24
		SP:Iteration 21Q (4505.050000 sec): 3 clusters
  Score: Raw -3930623.670890 + Penalty 5053.298803 = -3925570.372086
  nChanged 20
		SP:Iteration 22Q (4505.130000 sec): 3 clusters
  Score: Raw -3930642.424214 + Penalty 5053.298803 = -3925589.125411
  nChanged 16
		SP:Iteration 23Q (4505.200000 sec): 3 clusters
  Score: Raw -3930658.985934 + Penalty 5053.298803 = -3925605.687131
  nChanged 21
		SP:Iteration 24Q (4505.270000 sec): 3 clusters
  Score: Raw -3930674.175853 + Penalty 5053.298803 = -3925620.877050
  nChanged 14
		SP:Iteration 25Q (4505.340000 sec): 3 clusters
  Score: Raw -3930683.260065 + Penalty 5053.298803 = -3925629.961262
  nChanged 8
		SP:Iteration 26Q (4505.410000 sec): 3 clusters
  Score: Raw -3930692.314118 + Penalty 5053.298803 = -3925639.015314
  nChanged 12
		SP:Iteration 27Q (4505.490000 sec): 3 clusters
  Score: Raw -3930701.984224 + Penalty 5053.298803 = -3925648.685420
  nChanged 3
		SP:Iteration 28Q (4505.560000 sec): 3 clusters
  Score: Raw -3930705.778126 + Penalty 5053.298803 = -3925652.479323
  nChanged 6
		SP:Iteration 29Q (4505.630000 sec): 3 clusters
  Score: Raw -3930709.416797 + Penalty 5053.298803 = -3925656.117994
  nChanged 5
		SP:Iteration 30Q (4505.700000 sec): 3 clusters
  Score: Raw -3930712.995695 + Penalty 5053.298803 = -3925659.696892
  nChanged 3
		SP:Iteration 31Q (4505.780000 sec): 3 clusters
  Score: Raw -3930716.093951 + Penalty 5053.298803 = -3925662.795148
  nChanged 3
		SP:Iteration 32Q (4505.850000 sec): 3 clusters
  Score: Raw -3930719.177766 + Penalty 5053.298803 = -3925665.878963
  nChanged 2
		SP:Iteration 33Q (4505.920000 sec): 3 clusters
  Score: Raw -3930721.217133 + Penalty 5053.298803 = -3925667.918330
  nChanged 5
		SP:Iteration 34Q (4505.990000 sec): 3 clusters
  Score: Raw -3930725.771048 + Penalty 5053.298803 = -3925672.472245
  nChanged 7
		SP:Iteration 35Q (4506.060000 sec): 3 clusters
  Score: Raw -3930732.232212 + Penalty 5053.298803 = -3925678.933409
  nChanged 5
		SP:Iteration 36Q (4506.140000 sec): 3 clusters
  Score: Raw -3930736.161210 + Penalty 5053.298803 = -3925682.862407
  nChanged 1
		SP:Iteration 37Q (4506.210000 sec): 3 clusters
  Score: Raw -3930736.970824 + Penalty 5053.298803 = -3925683.672021
  nChanged 0
		SP:Iteration 38F (4506.310000 sec): 3 clusters
  Score: Raw -3930736.970824 + Penalty 5053.298803 = -3925683.672021
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (20938 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4506.380000 sec): 2 clusters
  Score: Raw -2878376.022279 + Penalty 2467.431600 = -2875908.590678
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4506.460000 sec): 3 clusters
  Score: Raw -2866046.377788 + Penalty 4934.863201 = -2861111.514588
  nChanged 9319
		SP:Iteration 1F (4506.530000 sec): 3 clusters
  Score: Raw -2871333.028442 + Penalty 4934.863201 = -2866398.165241
  nChanged 1345
		SP:Iteration 2F (4506.610000 sec): 3 clusters
  Score: Raw -2871974.246169 + Penalty 4934.863201 = -2867039.382968
  nChanged 1216
		SP:Iteration 3F (4506.690000 sec): 3 clusters
  Score: Raw -2872525.452438 + Penalty 4934.863201 = -2867590.589237
  nChanged 1063
		SP:Iteration 4F (4506.770000 sec): 3 clusters
  Score: Raw -2872976.297334 + Penalty 4934.863201 = -2868041.434133
  nChanged 957
		SP:Iteration 5Q (4506.850000 sec): 3 clusters
  Score: Raw -2873394.176926 + Penalty 4934.863201 = -2868459.313726
  nChanged 923
		SP:Iteration 6Q (4506.930000 sec): 3 clusters
  Score: Raw -2873818.756519 + Penalty 4934.863201 = -2868883.893318
  nChanged 884
		SP:Iteration 7Q (4507.010000 sec): 3 clusters
  Score: Raw -2874283.360081 + Penalty 4934.863201 = -2869348.496880
  nChanged 1012
		SP:Iteration 8Q (4507.080000 sec): 3 clusters
  Score: Raw -2874915.858224 + Penalty 4934.863201 = -2869980.995023
  nChanged 1045
		SP:Iteration 9Q (4507.160000 sec): 3 clusters
  Score: Raw -2875608.603811 + Penalty 4934.863201 = -2870673.740611
  nChanged 1016
		SP:Iteration 10Q (4507.250000 sec): 3 clusters
  Score: Raw -2876297.252167 + Penalty 4934.863201 = -2871362.388967
  nChanged 912
		SP:Iteration 11Q (4507.330000 sec): 3 clusters
  Score: Raw -2876894.801286 + Penalty 4934.863201 = -2871959.938085
  nChanged 758
		SP:Iteration 12Q (4507.400000 sec): 3 clusters
  Score: Raw -2877351.169840 + Penalty 4934.863201 = -2872416.306639
  nChanged 648
		SP:Iteration 13Q (4507.480000 sec): 3 clusters
  Score: Raw -2877753.733484 + Penalty 4934.863201 = -2872818.870284
  nChanged 578
		SP:Iteration 14Q (4507.560000 sec): 3 clusters
  Score: Raw -2878159.474641 + Penalty 4934.863201 = -2873224.611441
  nChanged 541
		SP:Iteration 15Q (4507.630000 sec): 3 clusters
  Score: Raw -2878619.325962 + Penalty 4934.863201 = -2873684.462762
  nChanged 511
		SP:Iteration 16Q (4507.700000 sec): 3 clusters
  Score: Raw -2879123.058334 + Penalty 4934.863201 = -2874188.195134
  nChanged 473
		SP:Iteration 17Q (4507.770000 sec): 3 clusters
  Score: Raw -2879628.427940 + Penalty 4934.863201 = -2874693.564739
  nChanged 372
		SP:Iteration 18Q (4507.840000 sec): 3 clusters
  Score: Raw -2880004.691336 + Penalty 4934.863201 = -2875069.828136
  nChanged 248
		SP:Iteration 19Q (4507.910000 sec): 3 clusters
  Score: Raw -2880241.248856 + Penalty 4934.863201 = -2875306.385656
  nChanged 152
		SP:Iteration 20F (4507.980000 sec): 3 clusters
  Score: Raw -2880587.595740 + Penalty 4934.863201 = -2875652.732539
  nChanged 135
		SP:Iteration 21Q (4508.050000 sec): 3 clusters
  Score: Raw -2880829.125181 + Penalty 4934.863201 = -2875894.261981
  nChanged 98
		SP:Iteration 22Q (4508.110000 sec): 3 clusters
  Score: Raw -2880916.148792 + Penalty 4934.863201 = -2875981.285591
  nChanged 41
		SP:Iteration 23Q (4508.170000 sec): 3 clusters
  Score: Raw -2880939.497578 + Penalty 4934.863201 = -2876004.634377
  nChanged 16
		SP:Iteration 24Q (4508.240000 sec): 3 clusters
  Score: Raw -2880944.674110 + Penalty 4934.863201 = -2876009.810909
  nChanged 6
		SP:Iteration 25Q (4508.300000 sec): 3 clusters
  Score: Raw -2880947.160815 + Penalty 4934.863201 = -2876012.297615
  nChanged 2
		SP:Iteration 26Q (4508.360000 sec): 3 clusters
  Score: Raw -2880947.673901 + Penalty 4934.863201 = -2876012.810701
  nChanged 0
		SP:Iteration 27F (4508.440000 sec): 3 clusters
  Score: Raw -2880947.673901 + Penalty 4934.863201 = -2876012.810701
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 27.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4508.460000 sec): 2 clusters
  Score: Raw -466550.775029 + Penalty 2004.588940 = -464546.186090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4508.470000 sec): 3 clusters
  Score: Raw -465126.629450 + Penalty 4009.177880 = -461117.451570
  nChanged 1146
		SP:Iteration 1F (4508.480000 sec): 3 clusters
  Score: Raw -465824.398498 + Penalty 4009.177880 = -461815.220618
  nChanged 232
		SP:Iteration 2F (4508.500000 sec): 3 clusters
  Score: Raw -465989.938552 + Penalty 4009.177880 = -461980.760672
  nChanged 157
		SP:Iteration 3Q (4508.510000 sec): 3 clusters
  Score: Raw -466095.243594 + Penalty 4009.177880 = -462086.065714
  nChanged 108
		SP:Iteration 4Q (4508.520000 sec): 3 clusters
  Score: Raw -466149.299564 + Penalty 4009.177880 = -462140.121684
  nChanged 69
		SP:Iteration 5Q (4508.530000 sec): 3 clusters
  Score: Raw -466182.818068 + Penalty 4009.177880 = -462173.640188
  nChanged 50
		SP:Iteration 6Q (4508.540000 sec): 3 clusters
  Score: Raw -466204.429770 + Penalty 4009.177880 = -462195.251890
  nChanged 34
		SP:Iteration 7Q (4508.560000 sec): 3 clusters
  Score: Raw -466219.415080 + Penalty 4009.177880 = -462210.237201
  nChanged 32
		SP:Iteration 8Q (4508.570000 sec): 3 clusters
  Score: Raw -466238.375634 + Penalty 4009.177880 = -462229.197754
  nChanged 36
		SP:Iteration 9Q (4508.580000 sec): 3 clusters
  Score: Raw -466263.477177 + Penalty 4009.177880 = -462254.299297
  nChanged 51
		SP:Iteration 10Q (4508.590000 sec): 3 clusters
  Score: Raw -466293.267176 + Penalty 4009.177880 = -462284.089296
  nChanged 56
		SP:Iteration 11Q (4508.600000 sec): 3 clusters
  Score: Raw -466323.351133 + Penalty 4009.177880 = -462314.173253
  nChanged 44
		SP:Iteration 12Q (4508.610000 sec): 3 clusters
  Score: Raw -466345.421639 + Penalty 4009.177880 = -462336.243760
  nChanged 37
		SP:Iteration 13Q (4508.620000 sec): 3 clusters
  Score: Raw -466364.585323 + Penalty 4009.177880 = -462355.407443
  nChanged 40
		SP:Iteration 14Q (4508.640000 sec): 3 clusters
  Score: Raw -466388.615680 + Penalty 4009.177880 = -462379.437800
  nChanged 53
		SP:Iteration 15Q (4508.650000 sec): 3 clusters
  Score: Raw -466422.828121 + Penalty 4009.177880 = -462413.650241
  nChanged 72
		SP:Iteration 16Q (4508.660000 sec): 3 clusters
  Score: Raw -466481.899533 + Penalty 4009.177880 = -462472.721653
  nChanged 84
		SP:Iteration 17Q (4508.670000 sec): 3 clusters
  Score: Raw -466557.569306 + Penalty 4009.177880 = -462548.391426
  nChanged 95
		SP:Iteration 18Q (4508.680000 sec): 3 clusters
  Score: Raw -466639.474702 + Penalty 4009.177880 = -462630.296822
  nChanged 100
		SP:Iteration 19Q (4508.700000 sec): 3 clusters
  Score: Raw -466732.858893 + Penalty 4009.177880 = -462723.681013
  nChanged 122
		SP:Iteration 20F (4508.710000 sec): 3 clusters
  Score: Raw -466848.722406 + Penalty 4009.177880 = -462839.544526
  nChanged 121
		SP:Iteration 21Q (4508.720000 sec): 3 clusters
  Score: Raw -467011.675354 + Penalty 4009.177880 = -463002.497475
  nChanged 136
		SP:Iteration 22Q (4508.730000 sec): 3 clusters
  Score: Raw -467156.996816 + Penalty 4009.177880 = -463147.818936
  nChanged 134
		SP:Iteration 23Q (4508.740000 sec): 3 clusters
  Score: Raw -467301.155884 + Penalty 4009.177880 = -463291.978004
  nChanged 93
		SP:Iteration 24Q (4508.750000 sec): 3 clusters
  Score: Raw -467417.126831 + Penalty 4009.177880 = -463407.948951
  nChanged 85
		SP:Iteration 25Q (4508.760000 sec): 3 clusters
  Score: Raw -467525.456169 + Penalty 4009.177880 = -463516.278289
  nChanged 77
		SP:Iteration 26Q (4508.780000 sec): 3 clusters
  Score: Raw -467622.794764 + Penalty 4009.177880 = -463613.616884
  nChanged 85
		SP:Iteration 27Q (4508.790000 sec): 3 clusters
  Score: Raw -467716.502298 + Penalty 4009.177880 = -463707.324418
  nChanged 72
		SP:Iteration 28Q (4508.800000 sec): 3 clusters
  Score: Raw -467800.311005 + Penalty 4009.177880 = -463791.133125
  nChanged 72
		SP:Iteration 29Q (4508.810000 sec): 3 clusters
  Score: Raw -467878.998676 + Penalty 4009.177880 = -463869.820796
  nChanged 58
		SP:Iteration 30Q (4508.820000 sec): 3 clusters
  Score: Raw -467933.513933 + Penalty 4009.177880 = -463924.336054
  nChanged 50
		SP:Iteration 31Q (4508.830000 sec): 3 clusters
  Score: Raw -467973.615561 + Penalty 4009.177880 = -463964.437681
  nChanged 40
		SP:Iteration 32Q (4508.840000 sec): 3 clusters
  Score: Raw -468001.677415 + Penalty 4009.177880 = -463992.499535
  nChanged 33
		SP:Iteration 33Q (4508.850000 sec): 3 clusters
  Score: Raw -468026.464067 + Penalty 4009.177880 = -464017.286187
  nChanged 32
		SP:Iteration 34Q (4508.860000 sec): 3 clusters
  Score: Raw -468044.565690 + Penalty 4009.177880 = -464035.387811
  nChanged 26
		SP:Iteration 35Q (4508.870000 sec): 3 clusters
  Score: Raw -468060.618280 + Penalty 4009.177880 = -464051.440400
  nChanged 27
		SP:Iteration 36Q (4508.880000 sec): 3 clusters
  Score: Raw -468074.377210 + Penalty 4009.177880 = -464065.199331
  nChanged 21
		SP:Iteration 37Q (4508.890000 sec): 3 clusters
  Score: Raw -468083.811018 + Penalty 4009.177880 = -464074.633138
  nChanged 12
		SP:Iteration 38Q (4508.900000 sec): 3 clusters
  Score: Raw -468090.254376 + Penalty 4009.177880 = -464081.076496
  nChanged 12
		SP:Iteration 39Q (4508.910000 sec): 3 clusters
  Score: Raw -468096.066253 + Penalty 4009.177880 = -464086.888373
  nChanged 15
		SP:Iteration 40F (4508.920000 sec): 3 clusters
  Score: Raw -468103.519192 + Penalty 4009.177880 = -464094.341312
  nChanged 15
		SP:Iteration 41Q (4508.930000 sec): 3 clusters
  Score: Raw -468110.549282 + Penalty 4009.177880 = -464101.371403
  nChanged 16
		SP:Iteration 42Q (4508.940000 sec): 3 clusters
  Score: Raw -468118.573037 + Penalty 4009.177880 = -464109.395157
  nChanged 13
		SP:Iteration 43Q (4508.950000 sec): 3 clusters
  Score: Raw -468123.628592 + Penalty 4009.177880 = -464114.450712
  nChanged 13
		SP:Iteration 44Q (4508.960000 sec): 3 clusters
  Score: Raw -468128.932492 + Penalty 4009.177880 = -464119.754612
  nChanged 6
		SP:Iteration 45Q (4508.970000 sec): 3 clusters
  Score: Raw -468130.685380 + Penalty 4009.177880 = -464121.507501
  nChanged 5
		SP:Iteration 46Q (4508.980000 sec): 3 clusters
  Score: Raw -468132.653409 + Penalty 4009.177880 = -464123.475529
  nChanged 8
		SP:Iteration 47Q (4508.990000 sec): 3 clusters
  Score: Raw -468135.319159 + Penalty 4009.177880 = -464126.141279
  nChanged 2
		SP:Iteration 48Q (4509.000000 sec): 3 clusters
  Score: Raw -468135.791604 + Penalty 4009.177880 = -464126.613724
  nChanged 2
		SP:Iteration 49Q (4509.010000 sec): 3 clusters
  Score: Raw -468137.364405 + Penalty 4009.177880 = -464128.186525
  nChanged 2
		SP:Iteration 50Q (4509.020000 sec): 3 clusters
  Score: Raw -468138.521155 + Penalty 4009.177880 = -464129.343276
  nChanged 3
		SP:Iteration 51Q (4509.030000 sec): 3 clusters
  Score: Raw -468139.677625 + Penalty 4009.177880 = -464130.499745
  nChanged 3
		SP:Iteration 52Q (4509.040000 sec): 3 clusters
  Score: Raw -468140.341134 + Penalty 4009.177880 = -464131.163254
  nChanged 0
		SP:Iteration 53F (4509.060000 sec): 3 clusters
  Score: Raw -468140.341134 + Penalty 4009.177880 = -464131.163254
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4509.060000 sec): 2 clusters
  Score: Raw -126649.122636 + Penalty 1674.273164 = -124974.849472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4509.060000 sec): 3 clusters
  Score: Raw -126494.782935 + Penalty 3348.546329 = -123146.236607
  nChanged 183
		SP:Iteration 1F (4509.070000 sec): 3 clusters
  Score: Raw -126722.586382 + Penalty 3348.546329 = -123374.040053
  nChanged 46
		SP:Iteration 2F (4509.070000 sec): 3 clusters
  Score: Raw -126785.704028 + Penalty 3348.546329 = -123437.157699
  nChanged 23
		SP:Iteration 3Q (4509.070000 sec): 3 clusters
  Score: Raw -126824.290567 + Penalty 3348.546329 = -123475.744238
  nChanged 11
		SP:Iteration 4Q (4509.080000 sec): 3 clusters
  Score: Raw -126841.240612 + Penalty 3348.546329 = -123492.694283
  nChanged 9
		SP:Iteration 5Q (4509.080000 sec): 3 clusters
  Score: Raw -126852.010663 + Penalty 3348.546329 = -123503.464335
  nChanged 2
		SP:Iteration 6Q (4509.080000 sec): 3 clusters
  Score: Raw -126854.666692 + Penalty 3348.546329 = -123506.120364
  nChanged 1
		SP:Iteration 7Q (4509.080000 sec): 3 clusters
  Score: Raw -126855.759574 + Penalty 3348.546329 = -123507.213246
  nChanged 1
		SP:Iteration 8Q (4509.090000 sec): 3 clusters
  Score: Raw -126857.445204 + Penalty 3348.546329 = -123508.898876
  nChanged 1
		SP:Iteration 9Q (4509.090000 sec): 3 clusters
  Score: Raw -126858.031440 + Penalty 3348.546329 = -123509.485112
  nChanged 0
		SP:Iteration 10F (4509.100000 sec): 3 clusters
  Score: Raw -126858.031440 + Penalty 3348.546329 = -123509.485112
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (2373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4509.100000 sec): 2 clusters
  Score: Raw -277845.349964 + Penalty 1927.433744 = -275917.916221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4509.110000 sec): 3 clusters
  Score: Raw -277224.194577 + Penalty 3854.867487 = -273369.327090
  nChanged 892
		SP:Iteration 1F (4509.120000 sec): 3 clusters
  Score: Raw -281033.805491 + Penalty 3854.867487 = -277178.938004
  nChanged 365
		SP:Iteration 2F (4509.130000 sec): 3 clusters
  Score: Raw -284455.813033 + Penalty 3854.867487 = -280600.945545
  nChanged 271
		SP:Iteration 3F (4509.140000 sec): 3 clusters
  Score: Raw -286177.106058 + Penalty 3854.867487 = -282322.238571
  nChanged 184
		SP:Iteration 4F (4509.150000 sec): 3 clusters
  Score: Raw -287708.193891 + Penalty 3854.867487 = -283853.326404
  nChanged 110
		SP:Iteration 5Q (4509.150000 sec): 3 clusters
  Score: Raw -289277.133377 + Penalty 3854.867487 = -285422.265890
  nChanged 52
		SP:Iteration 6Q (4509.160000 sec): 3 clusters
  Score: Raw -291087.619053 + Penalty 3854.867487 = -287232.751565
  nChanged 25
		SP:Iteration 7Q (4509.160000 sec): 3 clusters
  Score: Raw -292505.421666 + Penalty 3854.867487 = -288650.554178
  nChanged 21
		SP:Iteration 8Q (4509.170000 sec): 3 clusters
  Score: Raw -292597.613700 + Penalty 3854.867487 = -288742.746212
  nChanged 11
		SP:Iteration 9Q (4509.180000 sec): 3 clusters
  Score: Raw -292654.563336 + Penalty 3854.867487 = -288799.695848
  nChanged 8
		SP:Iteration 10Q (4509.180000 sec): 3 clusters
  Score: Raw -292684.016263 + Penalty 3854.867487 = -288829.148776
  nChanged 3
		SP:Iteration 11Q (4509.190000 sec): 3 clusters
  Score: Raw -292685.445952 + Penalty 3854.867487 = -288830.578465
  nChanged 0
		SP:Iteration 12F (4509.200000 sec): 3 clusters
  Score: Raw -292924.836876 + Penalty 3854.867487 = -289069.969389
  nChanged 62
		SP:Iteration 13Q (4509.200000 sec): 3 clusters
  Score: Raw -293615.500036 + Penalty 3854.867487 = -289760.632549
  nChanged 38
		SP:Iteration 14Q (4509.210000 sec): 3 clusters
  Score: Raw -293955.172244 + Penalty 3854.867487 = -290100.304757
  nChanged 6
		SP:Iteration 15Q (4509.220000 sec): 3 clusters
  Score: Raw -293987.988425 + Penalty 3854.867487 = -290133.120938
  nChanged 2
		SP:Iteration 16Q (4509.220000 sec): 3 clusters
  Score: Raw -293990.785147 + Penalty 3854.867487 = -290135.917660
  nChanged 0
		SP:Iteration 17F (4509.230000 sec): 3 clusters
  Score: Raw -294028.011367 + Penalty 3854.867487 = -290173.143880
  nChanged 10
		SP:Iteration 18Q (4509.240000 sec): 3 clusters
  Score: Raw -294095.102583 + Penalty 3854.867487 = -290240.235096
  nChanged 12
		SP:Iteration 19Q (4509.240000 sec): 3 clusters
  Score: Raw -294213.818689 + Penalty 3854.867487 = -290358.951201
  nChanged 11
		SP:Iteration 20F (4509.250000 sec): 3 clusters
  Score: Raw -294478.273308 + Penalty 3854.867487 = -290623.405821
  nChanged 31
		SP:Iteration 21Q (4509.260000 sec): 3 clusters
  Score: Raw -295546.755419 + Penalty 3854.867487 = -291691.887932
  nChanged 9
		SP:Iteration 22Q (4509.260000 sec): 3 clusters
  Score: Raw -297202.760678 + Penalty 3854.867487 = -293347.893190
  nChanged 0
		SP:Iteration 23F (4509.270000 sec): 3 clusters
  Score: Raw -297202.760678 + Penalty 3854.867487 = -293347.893190
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 28.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4509.320000 sec): 2 clusters
  Score: Raw -1987856.734643 + Penalty 2355.484765 = -1985501.249878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4509.370000 sec): 3 clusters
  Score: Raw -1980571.747515 + Penalty 4710.969530 = -1975860.777985
  nChanged 5577
		SP:Iteration 1F (4509.420000 sec): 3 clusters
  Score: Raw -1983489.497657 + Penalty 4710.969530 = -1978778.528127
  nChanged 791
		SP:Iteration 2F (4509.470000 sec): 3 clusters
  Score: Raw -1983805.365909 + Penalty 4710.969530 = -1979094.396379
  nChanged 597
		SP:Iteration 3Q (4509.520000 sec): 3 clusters
  Score: Raw -1984013.286099 + Penalty 4710.969530 = -1979302.316570
  nChanged 481
		SP:Iteration 4Q (4509.570000 sec): 3 clusters
  Score: Raw -1984173.969729 + Penalty 4710.969530 = -1979463.000199
  nChanged 467
		SP:Iteration 5Q (4509.620000 sec): 3 clusters
  Score: Raw -1984341.954729 + Penalty 4710.969530 = -1979630.985199
  nChanged 419
		SP:Iteration 6Q (4509.660000 sec): 3 clusters
  Score: Raw -1984497.918945 + Penalty 4710.969530 = -1979786.949415
  nChanged 415
		SP:Iteration 7Q (4509.720000 sec): 3 clusters
  Score: Raw -1984665.366280 + Penalty 4710.969530 = -1979954.396751
  nChanged 463
		SP:Iteration 8Q (4509.760000 sec): 3 clusters
  Score: Raw -1984865.946054 + Penalty 4710.969530 = -1980154.976524
  nChanged 497
		SP:Iteration 9Q (4509.810000 sec): 3 clusters
  Score: Raw -1985125.681780 + Penalty 4710.969530 = -1980414.712250
  nChanged 584
		SP:Iteration 10Q (4509.860000 sec): 3 clusters
  Score: Raw -1985473.917757 + Penalty 4710.969530 = -1980762.948227
  nChanged 638
		SP:Iteration 11Q (4509.910000 sec): 3 clusters
  Score: Raw -1985936.530029 + Penalty 4710.969530 = -1981225.560499
  nChanged 676
		SP:Iteration 12F (4509.960000 sec): 3 clusters
  Score: Raw -1986482.763795 + Penalty 4710.969530 = -1981771.794265
  nChanged 601
		SP:Iteration 13Q (4510.010000 sec): 3 clusters
  Score: Raw -1986983.855314 + Penalty 4710.969530 = -1982272.885784
  nChanged 462
		SP:Iteration 14Q (4510.060000 sec): 3 clusters
  Score: Raw -1987397.584950 + Penalty 4710.969530 = -1982686.615420
  nChanged 291
		SP:Iteration 15Q (4510.100000 sec): 3 clusters
  Score: Raw -1987649.635440 + Penalty 4710.969530 = -1982938.665910
  nChanged 176
		SP:Iteration 16Q (4510.140000 sec): 3 clusters
  Score: Raw -1987803.689215 + Penalty 4710.969530 = -1983092.719685
  nChanged 118
		SP:Iteration 17Q (4510.180000 sec): 3 clusters
  Score: Raw -1987906.056644 + Penalty 4710.969530 = -1983195.087115
  nChanged 75
		SP:Iteration 18Q (4510.220000 sec): 3 clusters
  Score: Raw -1987971.800969 + Penalty 4710.969530 = -1983260.831439
  nChanged 56
		SP:Iteration 19Q (4510.260000 sec): 3 clusters
  Score: Raw -1988021.940244 + Penalty 4710.969530 = -1983310.970714
  nChanged 35
		SP:Iteration 20F (4510.310000 sec): 3 clusters
  Score: Raw -1988059.435864 + Penalty 4710.969530 = -1983348.466334
  nChanged 33
		SP:Iteration 21Q (4510.350000 sec): 3 clusters
  Score: Raw -1988091.111348 + Penalty 4710.969530 = -1983380.141818
  nChanged 20
		SP:Iteration 22Q (4510.390000 sec): 3 clusters
  Score: Raw -1988111.207632 + Penalty 4710.969530 = -1983400.238102
  nChanged 11
		SP:Iteration 23Q (4510.420000 sec): 3 clusters
  Score: Raw -1988120.546764 + Penalty 4710.969530 = -1983409.577234
  nChanged 9
		SP:Iteration 24Q (4510.460000 sec): 3 clusters
  Score: Raw -1988127.610384 + Penalty 4710.969530 = -1983416.640854
  nChanged 9
		SP:Iteration 25Q (4510.500000 sec): 3 clusters
  Score: Raw -1988135.546939 + Penalty 4710.969530 = -1983424.577409
  nChanged 7
		SP:Iteration 26Q (4510.540000 sec): 3 clusters
  Score: Raw -1988142.627573 + Penalty 4710.969530 = -1983431.658043
  nChanged 7
		SP:Iteration 27Q (4510.580000 sec): 3 clusters
  Score: Raw -1988148.085652 + Penalty 4710.969530 = -1983437.116122
  nChanged 3
		SP:Iteration 28Q (4510.610000 sec): 3 clusters
  Score: Raw -1988151.242547 + Penalty 4710.969530 = -1983440.273017
  nChanged 6
		SP:Iteration 29Q (4510.650000 sec): 3 clusters
  Score: Raw -1988157.369879 + Penalty 4710.969530 = -1983446.400349
  nChanged 6
		SP:Iteration 30Q (4510.690000 sec): 3 clusters
  Score: Raw -1988163.990345 + Penalty 4710.969530 = -1983453.020815
  nChanged 5
		SP:Iteration 31Q (4510.720000 sec): 3 clusters
  Score: Raw -1988168.379089 + Penalty 4710.969530 = -1983457.409559
  nChanged 5
		SP:Iteration 32Q (4510.760000 sec): 3 clusters
  Score: Raw -1988173.056232 + Penalty 4710.969530 = -1983462.086702
  nChanged 4
		SP:Iteration 33Q (4510.800000 sec): 3 clusters
  Score: Raw -1988175.162936 + Penalty 4710.969530 = -1983464.193406
  nChanged 1
		SP:Iteration 34Q (4510.840000 sec): 3 clusters
  Score: Raw -1988176.215263 + Penalty 4710.969530 = -1983465.245733
  nChanged 1
		SP:Iteration 35Q (4510.870000 sec): 3 clusters
  Score: Raw -1988176.886167 + Penalty 4710.969530 = -1983465.916637
  nChanged 2
		SP:Iteration 36Q (4510.910000 sec): 3 clusters
  Score: Raw -1988178.046397 + Penalty 4710.969530 = -1983467.076867
  nChanged 1
		SP:Iteration 37Q (4510.940000 sec): 3 clusters
  Score: Raw -1988179.057734 + Penalty 4710.969530 = -1983468.088204
  nChanged 0
		SP:Iteration 38F (4510.990000 sec): 3 clusters
  Score: Raw -1988179.057734 + Penalty 4710.969530 = -1983468.088204
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4511.230000 sec): 2 clusters
  Score: Raw -10134667.084527 + Penalty 2764.214698 = -10131902.869828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4511.500000 sec): 3 clusters
  Score: Raw -10090962.569994 + Penalty 5528.429397 = -10085434.140597
  nChanged 32448
		SP:Iteration 1F (4511.760000 sec): 3 clusters
  Score: Raw -10109324.193396 + Penalty 5528.429397 = -10103795.763999
  nChanged 2748
		SP:Iteration 2Q (4512.040000 sec): 3 clusters
  Score: Raw -10110152.741625 + Penalty 5528.429397 = -10104624.312228
  nChanged 2932
		SP:Iteration 3Q (4512.310000 sec): 3 clusters
  Score: Raw -10111181.079857 + Penalty 5528.429397 = -10105652.650460
  nChanged 3431
		SP:Iteration 4Q (4512.590000 sec): 3 clusters
  Score: Raw -10112727.082472 + Penalty 5528.429397 = -10107198.653075
  nChanged 4373
		SP:Iteration 5F (4512.860000 sec): 3 clusters
  Score: Raw -10115300.738314 + Penalty 5528.429397 = -10109772.308917
  nChanged 5267
		SP:Iteration 6F (4513.120000 sec): 3 clusters
  Score: Raw -10119168.545982 + Penalty 5528.429397 = -10113640.116585
  nChanged 5695
		SP:Iteration 7F (4513.390000 sec): 3 clusters
  Score: Raw -10124129.253058 + Penalty 5528.429397 = -10118600.823661
  nChanged 5072
		SP:Iteration 8F (4513.650000 sec): 3 clusters
  Score: Raw -10128909.051656 + Penalty 5528.429397 = -10123380.622259
  nChanged 3448
		SP:Iteration 9Q (4513.920000 sec): 3 clusters
  Score: Raw -10132218.486967 + Penalty 5528.429397 = -10126690.057570
  nChanged 1713
		SP:Iteration 10Q (4514.170000 sec): 3 clusters
  Score: Raw -10133851.052739 + Penalty 5528.429397 = -10128322.623342
  nChanged 674
		SP:Iteration 11Q (4514.400000 sec): 3 clusters
  Score: Raw -10134521.670844 + Penalty 5528.429397 = -10128993.241447
  nChanged 205
		SP:Iteration 12Q (4514.610000 sec): 3 clusters
  Score: Raw -10134760.300084 + Penalty 5528.429397 = -10129231.870687
  nChanged 78
		SP:Iteration 13Q (4514.800000 sec): 3 clusters
  Score: Raw -10134853.927558 + Penalty 5528.429397 = -10129325.498161
  nChanged 34
		SP:Iteration 14Q (4514.990000 sec): 3 clusters
  Score: Raw -10134893.480930 + Penalty 5528.429397 = -10129365.051533
  nChanged 15
		SP:Iteration 15Q (4515.180000 sec): 3 clusters
  Score: Raw -10134917.154391 + Penalty 5528.429397 = -10129388.724994
  nChanged 6
		SP:Iteration 16Q (4515.370000 sec): 3 clusters
  Score: Raw -10134926.019097 + Penalty 5528.429397 = -10129397.589700
  nChanged 3
		SP:Iteration 17Q (4515.560000 sec): 3 clusters
  Score: Raw -10134928.998549 + Penalty 5528.429397 = -10129400.569152
  nChanged 0
		SP:Iteration 18F (4515.820000 sec): 3 clusters
  Score: Raw -10134928.998549 + Penalty 5528.429397 = -10129400.569152
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4515.870000 sec): 2 clusters
  Score: Raw -399260.942950 + Penalty 1970.146098 = -397290.796853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4515.880000 sec): 3 clusters
  Score: Raw -398107.885620 + Penalty 3940.292196 = -394167.593425
  nChanged 958
		SP:Iteration 1F (4515.890000 sec): 3 clusters
  Score: Raw -398689.485599 + Penalty 3940.292196 = -394749.193403
  nChanged 179
		SP:Iteration 2F (4515.900000 sec): 3 clusters
  Score: Raw -398818.322298 + Penalty 3940.292196 = -394878.030102
  nChanged 102
		SP:Iteration 3Q (4515.910000 sec): 3 clusters
  Score: Raw -398885.250442 + Penalty 3940.292196 = -394944.958246
  nChanged 87
		SP:Iteration 4Q (4515.920000 sec): 3 clusters
  Score: Raw -398944.651199 + Penalty 3940.292196 = -395004.359003
  nChanged 76
		SP:Iteration 5Q (4515.930000 sec): 3 clusters
  Score: Raw -399013.203215 + Penalty 3940.292196 = -395072.911019
  nChanged 60
		SP:Iteration 6Q (4515.940000 sec): 3 clusters
  Score: Raw -399061.414474 + Penalty 3940.292196 = -395121.122278
  nChanged 53
		SP:Iteration 7Q (4515.950000 sec): 3 clusters
  Score: Raw -399099.795109 + Penalty 3940.292196 = -395159.502913
  nChanged 50
		SP:Iteration 8Q (4515.960000 sec): 3 clusters
  Score: Raw -399124.841277 + Penalty 3940.292196 = -395184.549082
  nChanged 29
		SP:Iteration 9Q (4515.970000 sec): 3 clusters
  Score: Raw -399142.723661 + Penalty 3940.292196 = -395202.431466
  nChanged 30
		SP:Iteration 10Q (4515.980000 sec): 3 clusters
  Score: Raw -399161.349600 + Penalty 3940.292196 = -395221.057404
  nChanged 25
		SP:Iteration 11Q (4515.990000 sec): 3 clusters
  Score: Raw -399175.442753 + Penalty 3940.292196 = -395235.150558
  nChanged 22
		SP:Iteration 12Q (4516.000000 sec): 3 clusters
  Score: Raw -399185.146677 + Penalty 3940.292196 = -395244.854482
  nChanged 11
		SP:Iteration 13Q (4516.010000 sec): 3 clusters
  Score: Raw -399189.299163 + Penalty 3940.292196 = -395249.006967
  nChanged 8
		SP:Iteration 14Q (4516.020000 sec): 3 clusters
  Score: Raw -399191.958685 + Penalty 3940.292196 = -395251.666490
  nChanged 3
		SP:Iteration 15Q (4516.030000 sec): 3 clusters
  Score: Raw -399193.267527 + Penalty 3940.292196 = -395252.975331
  nChanged 3
		SP:Iteration 16Q (4516.040000 sec): 3 clusters
  Score: Raw -399194.233029 + Penalty 3940.292196 = -395253.940834
  nChanged 2
		SP:Iteration 17Q (4516.050000 sec): 3 clusters
  Score: Raw -399194.965772 + Penalty 3940.292196 = -395254.673577
  nChanged 3
		SP:Iteration 18Q (4516.060000 sec): 3 clusters
  Score: Raw -399195.429793 + Penalty 3940.292196 = -395255.137598
  nChanged 2
		SP:Iteration 19Q (4516.070000 sec): 3 clusters
  Score: Raw -399196.487189 + Penalty 3940.292196 = -395256.194994
  nChanged 5
		SP:Iteration 20F (4516.080000 sec): 3 clusters
  Score: Raw -399198.785175 + Penalty 3940.292196 = -395258.492979
  nChanged 4
		SP:Iteration 21Q (4516.090000 sec): 3 clusters
  Score: Raw -399200.224530 + Penalty 3940.292196 = -395259.932334
  nChanged 2
		SP:Iteration 22Q (4516.100000 sec): 3 clusters
  Score: Raw -399200.857592 + Penalty 3940.292196 = -395260.565396
  nChanged 1
		SP:Iteration 23Q (4516.120000 sec): 3 clusters
  Score: Raw -399201.181856 + Penalty 3940.292196 = -395260.889661
  nChanged 0
		SP:Iteration 24F (4516.120000 sec): 3 clusters
  Score: Raw -399201.181856 + Penalty 3940.292196 = -395260.889661
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4516.130000 sec): 2 clusters
  Score: Raw -169290.392425 + Penalty 1747.352591 = -167543.039834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4516.140000 sec): 3 clusters
  Score: Raw -168962.277559 + Penalty 3494.705182 = -165467.572377
  nChanged 333
		SP:Iteration 1F (4516.140000 sec): 3 clusters
  Score: Raw -169274.511416 + Penalty 3494.705182 = -165779.806234
  nChanged 68
		SP:Iteration 2F (4516.140000 sec): 3 clusters
  Score: Raw -169350.402985 + Penalty 3494.705182 = -165855.697802
  nChanged 35
		SP:Iteration 3Q (4516.150000 sec): 3 clusters
  Score: Raw -169401.691568 + Penalty 3494.705182 = -165906.986386
  nChanged 27
		SP:Iteration 4Q (4516.150000 sec): 3 clusters
  Score: Raw -169434.697753 + Penalty 3494.705182 = -165939.992571
  nChanged 15
		SP:Iteration 5Q (4516.160000 sec): 3 clusters
  Score: Raw -169453.257785 + Penalty 3494.705182 = -165958.552603
  nChanged 12
		SP:Iteration 6Q (4516.160000 sec): 3 clusters
  Score: Raw -169466.116174 + Penalty 3494.705182 = -165971.410992
  nChanged 11
		SP:Iteration 7Q (4516.160000 sec): 3 clusters
  Score: Raw -169477.278148 + Penalty 3494.705182 = -165982.572966
  nChanged 6
		SP:Iteration 8Q (4516.170000 sec): 3 clusters
  Score: Raw -169483.301837 + Penalty 3494.705182 = -165988.596655
  nChanged 3
		SP:Iteration 9Q (4516.170000 sec): 3 clusters
  Score: Raw -169485.437468 + Penalty 3494.705182 = -165990.732286
  nChanged 1
		SP:Iteration 10Q (4516.180000 sec): 3 clusters
  Score: Raw -169485.861716 + Penalty 3494.705182 = -165991.156534
  nChanged 1
		SP:Iteration 11Q (4516.180000 sec): 3 clusters
  Score: Raw -169486.347307 + Penalty 3494.705182 = -165991.642125
  nChanged 1
		SP:Iteration 12Q (4516.180000 sec): 3 clusters
  Score: Raw -169487.592295 + Penalty 3494.705182 = -165992.887113
  nChanged 1
		SP:Iteration 13Q (4516.190000 sec): 3 clusters
  Score: Raw -169488.324907 + Penalty 3494.705182 = -165993.619724
  nChanged 1
		SP:Iteration 14Q (4516.190000 sec): 3 clusters
  Score: Raw -169488.752879 + Penalty 3494.705182 = -165994.047697
  nChanged 0
		SP:Iteration 15F (4516.200000 sec): 3 clusters
  Score: Raw -169488.752879 + Penalty 3494.705182 = -165994.047697
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4516.200000 sec): 2 clusters
  Score: Raw -262709.167841 + Penalty 1870.205809 = -260838.962032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4516.210000 sec): 3 clusters
  Score: Raw -262251.210727 + Penalty 3740.411618 = -258510.799110
  nChanged 619
		SP:Iteration 1F (4516.220000 sec): 3 clusters
  Score: Raw -263162.517191 + Penalty 3740.411618 = -259422.105574
  nChanged 259
		SP:Iteration 2F (4516.220000 sec): 3 clusters
  Score: Raw -263721.415909 + Penalty 3740.411618 = -259981.004291
  nChanged 189
		SP:Iteration 3F (4516.230000 sec): 3 clusters
  Score: Raw -264042.867809 + Penalty 3740.411618 = -260302.456191
  nChanged 108
		SP:Iteration 4F (4516.240000 sec): 3 clusters
  Score: Raw -264228.807197 + Penalty 3740.411618 = -260488.395579
  nChanged 64
		SP:Iteration 5Q (4516.240000 sec): 3 clusters
  Score: Raw -264332.331203 + Penalty 3740.411618 = -260591.919585
  nChanged 38
		SP:Iteration 6Q (4516.250000 sec): 3 clusters
  Score: Raw -264392.618658 + Penalty 3740.411618 = -260652.207041
  nChanged 13
		SP:Iteration 7Q (4516.260000 sec): 3 clusters
  Score: Raw -264412.583402 + Penalty 3740.411618 = -260672.171784
  nChanged 14
		SP:Iteration 8Q (4516.260000 sec): 3 clusters
  Score: Raw -264436.119709 + Penalty 3740.411618 = -260695.708091
  nChanged 7
		SP:Iteration 9Q (4516.270000 sec): 3 clusters
  Score: Raw -264444.302805 + Penalty 3740.411618 = -260703.891187
  nChanged 6
		SP:Iteration 10Q (4516.270000 sec): 3 clusters
  Score: Raw -264448.373853 + Penalty 3740.411618 = -260707.962235
  nChanged 4
		SP:Iteration 11Q (4516.280000 sec): 3 clusters
  Score: Raw -264452.767153 + Penalty 3740.411618 = -260712.355535
  nChanged 2
		SP:Iteration 12Q (4516.280000 sec): 3 clusters
  Score: Raw -264454.422847 + Penalty 3740.411618 = -260714.011229
  nChanged 1
		SP:Iteration 13Q (4516.290000 sec): 3 clusters
  Score: Raw -264456.485695 + Penalty 3740.411618 = -260716.074077
  nChanged 4
		SP:Iteration 14Q (4516.300000 sec): 3 clusters
  Score: Raw -264462.668898 + Penalty 3740.411618 = -260722.257280
  nChanged 4
		SP:Iteration 15Q (4516.300000 sec): 3 clusters
  Score: Raw -264466.852509 + Penalty 3740.411618 = -260726.440891
  nChanged 0
		SP:Iteration 16F (4516.310000 sec): 3 clusters
  Score: Raw -264466.852509 + Penalty 3740.411618 = -260726.440891
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (14119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4516.360000 sec): 2 clusters
  Score: Raw -2152044.699551 + Penalty 2369.708618 = -2149674.990933
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4516.410000 sec): 3 clusters
  Score: Raw -2144059.649413 + Penalty 4739.417237 = -2139320.232176
  nChanged 6052
		SP:Iteration 1F (4516.460000 sec): 3 clusters
  Score: Raw -2147143.773670 + Penalty 4739.417237 = -2142404.356434
  nChanged 738
		SP:Iteration 2F (4516.520000 sec): 3 clusters
  Score: Raw -2147421.041297 + Penalty 4739.417237 = -2142681.624060
  nChanged 632
		SP:Iteration 3Q (4516.570000 sec): 3 clusters
  Score: Raw -2147640.141404 + Penalty 4739.417237 = -2142900.724167
  nChanged 553
		SP:Iteration 4Q (4516.620000 sec): 3 clusters
  Score: Raw -2147819.651867 + Penalty 4739.417237 = -2143080.234630
  nChanged 501
		SP:Iteration 5Q (4516.670000 sec): 3 clusters
  Score: Raw -2147985.674952 + Penalty 4739.417237 = -2143246.257716
  nChanged 454
		SP:Iteration 6Q (4516.720000 sec): 3 clusters
  Score: Raw -2148142.345449 + Penalty 4739.417237 = -2143402.928213
  nChanged 432
		SP:Iteration 7Q (4516.780000 sec): 3 clusters
  Score: Raw -2148295.321772 + Penalty 4739.417237 = -2143555.904535
  nChanged 434
		SP:Iteration 8Q (4516.830000 sec): 3 clusters
  Score: Raw -2148455.341447 + Penalty 4739.417237 = -2143715.924210
  nChanged 427
		SP:Iteration 9Q (4516.880000 sec): 3 clusters
  Score: Raw -2148638.284381 + Penalty 4739.417237 = -2143898.867144
  nChanged 513
		SP:Iteration 10Q (4516.930000 sec): 3 clusters
  Score: Raw -2148883.179293 + Penalty 4739.417237 = -2144143.762056
  nChanged 597
		SP:Iteration 11Q (4516.980000 sec): 3 clusters
  Score: Raw -2149221.391557 + Penalty 4739.417237 = -2144481.974320
  nChanged 661
		SP:Iteration 12Q (4517.040000 sec): 3 clusters
  Score: Raw -2149662.786635 + Penalty 4739.417237 = -2144923.369398
  nChanged 731
		SP:Iteration 13F (4517.090000 sec): 3 clusters
  Score: Raw -2150237.570133 + Penalty 4739.417237 = -2145498.152896
  nChanged 715
		SP:Iteration 14F (4517.140000 sec): 3 clusters
  Score: Raw -2150856.239905 + Penalty 4739.417237 = -2146116.822669
  nChanged 601
		SP:Iteration 15Q (4517.190000 sec): 3 clusters
  Score: Raw -2151393.609716 + Penalty 4739.417237 = -2146654.192479
  nChanged 469
		SP:Iteration 16Q (4517.240000 sec): 3 clusters
  Score: Raw -2151801.922994 + Penalty 4739.417237 = -2147062.505757
  nChanged 326
		SP:Iteration 17Q (4517.290000 sec): 3 clusters
  Score: Raw -2152053.100525 + Penalty 4739.417237 = -2147313.683288
  nChanged 209
		SP:Iteration 18Q (4517.330000 sec): 3 clusters
  Score: Raw -2152220.186716 + Penalty 4739.417237 = -2147480.769480
  nChanged 131
		SP:Iteration 19Q (4517.380000 sec): 3 clusters
  Score: Raw -2152311.061250 + Penalty 4739.417237 = -2147571.644014
  nChanged 81
		SP:Iteration 20F (4517.430000 sec): 3 clusters
  Score: Raw -2152373.856914 + Penalty 4739.417237 = -2147634.439677
  nChanged 54
		SP:Iteration 21Q (4517.470000 sec): 3 clusters
  Score: Raw -2152412.172615 + Penalty 4739.417237 = -2147672.755378
  nChanged 29
		SP:Iteration 22Q (4517.520000 sec): 3 clusters
  Score: Raw -2152432.124557 + Penalty 4739.417237 = -2147692.707320
  nChanged 30
		SP:Iteration 23Q (4517.560000 sec): 3 clusters
  Score: Raw -2152452.672722 + Penalty 4739.417237 = -2147713.255485
  nChanged 18
		SP:Iteration 24Q (4517.600000 sec): 3 clusters
  Score: Raw -2152466.179837 + Penalty 4739.417237 = -2147726.762600
  nChanged 15
		SP:Iteration 25Q (4517.640000 sec): 3 clusters
  Score: Raw -2152476.132340 + Penalty 4739.417237 = -2147736.715104
  nChanged 16
		SP:Iteration 26Q (4517.680000 sec): 3 clusters
  Score: Raw -2152488.903870 + Penalty 4739.417237 = -2147749.486633
  nChanged 13
		SP:Iteration 27Q (4517.720000 sec): 3 clusters
  Score: Raw -2152496.475543 + Penalty 4739.417237 = -2147757.058306
  nChanged 12
		SP:Iteration 28Q (4517.760000 sec): 3 clusters
  Score: Raw -2152503.325612 + Penalty 4739.417237 = -2147763.908375
  nChanged 6
		SP:Iteration 29Q (4517.800000 sec): 3 clusters
  Score: Raw -2152506.906843 + Penalty 4739.417237 = -2147767.489607
  nChanged 6
		SP:Iteration 30Q (4517.840000 sec): 3 clusters
  Score: Raw -2152511.633418 + Penalty 4739.417237 = -2147772.216182
  nChanged 3
		SP:Iteration 31Q (4517.880000 sec): 3 clusters
  Score: Raw -2152513.525135 + Penalty 4739.417237 = -2147774.107899
  nChanged 1
		SP:Iteration 32Q (4517.920000 sec): 3 clusters
  Score: Raw -2152513.799544 + Penalty 4739.417237 = -2147774.382307
  nChanged 0
		SP:Iteration 33F (4517.970000 sec): 3 clusters
  Score: Raw -2152513.799544 + Penalty 4739.417237 = -2147774.382307
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4518.020000 sec): 2 clusters
  Score: Raw -1978234.382382 + Penalty 2368.670113 = -1975865.712269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4518.070000 sec): 3 clusters
  Score: Raw -1970379.798640 + Penalty 4737.340226 = -1965642.458414
  nChanged 6006
		SP:Iteration 1F (4518.120000 sec): 3 clusters
  Score: Raw -1973560.098660 + Penalty 4737.340226 = -1968822.758434
  nChanged 900
		SP:Iteration 2F (4518.180000 sec): 3 clusters
  Score: Raw -1973992.043187 + Penalty 4737.340226 = -1969254.702961
  nChanged 746
		SP:Iteration 3F (4518.230000 sec): 3 clusters
  Score: Raw -1974306.082431 + Penalty 4737.340226 = -1969568.742205
  nChanged 656
		SP:Iteration 4Q (4518.280000 sec): 3 clusters
  Score: Raw -1974615.696689 + Penalty 4737.340226 = -1969878.356463
  nChanged 670
		SP:Iteration 5Q (4518.330000 sec): 3 clusters
  Score: Raw -1974990.974845 + Penalty 4737.340226 = -1970253.634619
  nChanged 701
		SP:Iteration 6Q (4518.380000 sec): 3 clusters
  Score: Raw -1975429.593822 + Penalty 4737.340226 = -1970692.253596
  nChanged 735
		SP:Iteration 7F (4518.440000 sec): 3 clusters
  Score: Raw -1975933.439908 + Penalty 4737.340226 = -1971196.099682
  nChanged 722
		SP:Iteration 8F (4518.490000 sec): 3 clusters
  Score: Raw -1976434.143002 + Penalty 4737.340226 = -1971696.802776
  nChanged 643
		SP:Iteration 9Q (4518.540000 sec): 3 clusters
  Score: Raw -1976869.219056 + Penalty 4737.340226 = -1972131.878830
  nChanged 552
		SP:Iteration 10Q (4518.590000 sec): 3 clusters
  Score: Raw -1977236.061655 + Penalty 4737.340226 = -1972498.721429
  nChanged 468
		SP:Iteration 11Q (4518.650000 sec): 3 clusters
  Score: Raw -1977516.195754 + Penalty 4737.340226 = -1972778.855528
  nChanged 390
		SP:Iteration 12Q (4518.690000 sec): 3 clusters
  Score: Raw -1977795.185855 + Penalty 4737.340226 = -1973057.845629
  nChanged 346
		SP:Iteration 13Q (4518.750000 sec): 3 clusters
  Score: Raw -1978027.938274 + Penalty 4737.340226 = -1973290.598048
  nChanged 286
		SP:Iteration 14Q (4518.790000 sec): 3 clusters
  Score: Raw -1978205.728762 + Penalty 4737.340226 = -1973468.388536
  nChanged 224
		SP:Iteration 15Q (4518.840000 sec): 3 clusters
  Score: Raw -1978318.525213 + Penalty 4737.340226 = -1973581.184987
  nChanged 147
		SP:Iteration 16Q (4518.890000 sec): 3 clusters
  Score: Raw -1978389.942041 + Penalty 4737.340226 = -1973652.601815
  nChanged 135
		SP:Iteration 17Q (4518.930000 sec): 3 clusters
  Score: Raw -1978449.611849 + Penalty 4737.340226 = -1973712.271623
  nChanged 127
		SP:Iteration 18Q (4518.980000 sec): 3 clusters
  Score: Raw -1978501.824597 + Penalty 4737.340226 = -1973764.484371
  nChanged 87
		SP:Iteration 19Q (4519.030000 sec): 3 clusters
  Score: Raw -1978533.687437 + Penalty 4737.340226 = -1973796.347211
  nChanged 69
		SP:Iteration 20F (4519.080000 sec): 3 clusters
  Score: Raw -1978555.275417 + Penalty 4737.340226 = -1973817.935191
  nChanged 57
		SP:Iteration 21Q (4519.130000 sec): 3 clusters
  Score: Raw -1978574.048599 + Penalty 4737.340226 = -1973836.708372
  nChanged 60
		SP:Iteration 22Q (4519.170000 sec): 3 clusters
  Score: Raw -1978595.229343 + Penalty 4737.340226 = -1973857.889117
  nChanged 57
		SP:Iteration 23Q (4519.210000 sec): 3 clusters
  Score: Raw -1978612.942372 + Penalty 4737.340226 = -1973875.602146
  nChanged 47
		SP:Iteration 24Q (4519.260000 sec): 3 clusters
  Score: Raw -1978623.774842 + Penalty 4737.340226 = -1973886.434616
  nChanged 29
		SP:Iteration 25Q (4519.310000 sec): 3 clusters
  Score: Raw -1978629.758920 + Penalty 4737.340226 = -1973892.418694
  nChanged 24
		SP:Iteration 26Q (4519.350000 sec): 3 clusters
  Score: Raw -1978633.616064 + Penalty 4737.340226 = -1973896.275838
  nChanged 11
		SP:Iteration 27Q (4519.400000 sec): 3 clusters
  Score: Raw -1978635.193531 + Penalty 4737.340226 = -1973897.853305
  nChanged 8
		SP:Iteration 28Q (4519.440000 sec): 3 clusters
  Score: Raw -1978636.541156 + Penalty 4737.340226 = -1973899.200930
  nChanged 8
		SP:Iteration 29Q (4519.490000 sec): 3 clusters
  Score: Raw -1978638.090653 + Penalty 4737.340226 = -1973900.750427
  nChanged 7
		SP:Iteration 30Q (4519.530000 sec): 3 clusters
  Score: Raw -1978639.141174 + Penalty 4737.340226 = -1973901.800948
  nChanged 7
		SP:Iteration 31Q (4519.570000 sec): 3 clusters
  Score: Raw -1978640.253763 + Penalty 4737.340226 = -1973902.913537
  nChanged 4
		SP:Iteration 32Q (4519.620000 sec): 3 clusters
  Score: Raw -1978640.844539 + Penalty 4737.340226 = -1973903.504313
  nChanged 7
		SP:Iteration 33Q (4519.670000 sec): 3 clusters
  Score: Raw -1978642.003350 + Penalty 4737.340226 = -1973904.663124
  nChanged 7
		SP:Iteration 34Q (4519.710000 sec): 3 clusters
  Score: Raw -1978642.761617 + Penalty 4737.340226 = -1973905.421391
  nChanged 4
		SP:Iteration 35Q (4519.750000 sec): 3 clusters
  Score: Raw -1978643.624584 + Penalty 4737.340226 = -1973906.284358
  nChanged 4
		SP:Iteration 36Q (4519.800000 sec): 3 clusters
  Score: Raw -1978644.136253 + Penalty 4737.340226 = -1973906.796027
  nChanged 1
		SP:Iteration 37Q (4519.840000 sec): 3 clusters
  Score: Raw -1978644.331200 + Penalty 4737.340226 = -1973906.990974
  nChanged 1
		SP:Iteration 38Q (4519.890000 sec): 3 clusters
  Score: Raw -1978644.582635 + Penalty 4737.340226 = -1973907.242409
  nChanged 1
		SP:Iteration 39Q (4519.930000 sec): 3 clusters
  Score: Raw -1978644.732239 + Penalty 4737.340226 = -1973907.392013
  nChanged 2
		SP:Iteration 40F (4519.980000 sec): 3 clusters
  Score: Raw -1978644.980450 + Penalty 4737.340226 = -1973907.640224
  nChanged 1
		SP:Iteration 41Q (4520.030000 sec): 3 clusters
  Score: Raw -1978645.108797 + Penalty 4737.340226 = -1973907.768571
  nChanged 1
		SP:Iteration 42Q (4520.070000 sec): 3 clusters
  Score: Raw -1978645.306317 + Penalty 4737.340226 = -1973907.966091
  nChanged 1
		SP:Iteration 43Q (4520.110000 sec): 3 clusters
  Score: Raw -1978645.673516 + Penalty 4737.340226 = -1973908.333290
  nChanged 1
		SP:Iteration 44Q (4520.160000 sec): 3 clusters
  Score: Raw -1978645.956102 + Penalty 4737.340226 = -1973908.615876
  nChanged 1
		SP:Iteration 45Q (4520.200000 sec): 3 clusters
  Score: Raw -1978646.033137 + Penalty 4737.340226 = -1973908.692911
  nChanged 0
		SP:Iteration 46F (4520.250000 sec): 3 clusters
  Score: Raw -1978646.033137 + Penalty 4737.340226 = -1973908.692911
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4520.270000 sec): 2 clusters
  Score: Raw -102555.736499 + Penalty 1634.735086 = -100921.001414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4520.270000 sec): 3 clusters
  Score: Raw -102510.690480 + Penalty 3269.470171 = -99241.220309
  nChanged 182
		SP:Iteration 1F (4520.270000 sec): 3 clusters
  Score: Raw -102745.549109 + Penalty 3269.470171 = -99476.078938
  nChanged 37
		SP:Iteration 2F (4520.270000 sec): 3 clusters
  Score: Raw -102804.596006 + Penalty 3269.470171 = -99535.125835
  nChanged 27
		SP:Iteration 3Q (4520.270000 sec): 3 clusters
  Score: Raw -102873.991840 + Penalty 3269.470171 = -99604.521669
  nChanged 33
		SP:Iteration 4Q (4520.280000 sec): 3 clusters
  Score: Raw -102969.110065 + Penalty 3269.470171 = -99699.639894
  nChanged 34
		SP:Iteration 5Q (4520.280000 sec): 3 clusters
  Score: Raw -103135.737570 + Penalty 3269.470171 = -99866.267399
  nChanged 51
		SP:Iteration 6F (4520.280000 sec): 3 clusters
  Score: Raw -103465.390449 + Penalty 3269.470171 = -100195.920278
  nChanged 75
		SP:Iteration 7F (4520.290000 sec): 3 clusters
  Score: Raw -103810.503349 + Penalty 3269.470171 = -100541.033178
  nChanged 55
		SP:Iteration 8F (4520.290000 sec): 3 clusters
  Score: Raw -104108.283932 + Penalty 3269.470171 = -100838.813761
  nChanged 30
		SP:Iteration 9Q (4520.290000 sec): 3 clusters
  Score: Raw -104329.905004 + Penalty 3269.470171 = -101060.434833
  nChanged 24
		SP:Iteration 10Q (4520.290000 sec): 3 clusters
  Score: Raw -104524.565695 + Penalty 3269.470171 = -101255.095524
  nChanged 18
		SP:Iteration 11Q (4520.290000 sec): 3 clusters
  Score: Raw -104645.132712 + Penalty 3269.470171 = -101375.662541
  nChanged 16
		SP:Iteration 12Q (4520.300000 sec): 3 clusters
  Score: Raw -104753.504933 + Penalty 3269.470171 = -101484.034762
  nChanged 15
		SP:Iteration 13Q (4520.300000 sec): 3 clusters
  Score: Raw -104815.737452 + Penalty 3269.470171 = -101546.267281
  nChanged 6
		SP:Iteration 14Q (4520.300000 sec): 3 clusters
  Score: Raw -104840.311483 + Penalty 3269.470171 = -101570.841312
  nChanged 6
		SP:Iteration 15Q (4520.300000 sec): 3 clusters
  Score: Raw -104857.591020 + Penalty 3269.470171 = -101588.120849
  nChanged 9
		SP:Iteration 16Q (4520.310000 sec): 3 clusters
  Score: Raw -104890.370829 + Penalty 3269.470171 = -101620.900658
  nChanged 12
		SP:Iteration 17Q (4520.310000 sec): 3 clusters
  Score: Raw -104958.076054 + Penalty 3269.470171 = -101688.605883
  nChanged 13
		SP:Iteration 18Q (4520.310000 sec): 3 clusters
  Score: Raw -105080.117402 + Penalty 3269.470171 = -101810.647231
  nChanged 8
		SP:Iteration 19Q (4520.310000 sec): 3 clusters
  Score: Raw -105155.659056 + Penalty 3269.470171 = -101886.188885
  nChanged 1
		SP:Iteration 20F (4520.310000 sec): 3 clusters
  Score: Raw -105158.232775 + Penalty 3269.470171 = -101888.762604
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 29.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4520.330000 sec): 2 clusters
  Score: Raw -307094.127338 + Penalty 1905.712369 = -305188.414969
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4520.330000 sec): 3 clusters
  Score: Raw -306263.501709 + Penalty 3811.424738 = -302452.076971
  nChanged 731
		SP:Iteration 1F (4520.340000 sec): 3 clusters
  Score: Raw -306707.235967 + Penalty 3811.424738 = -302895.811229
  nChanged 136
		SP:Iteration 2F (4520.350000 sec): 3 clusters
  Score: Raw -306813.253939 + Penalty 3811.424738 = -303001.829201
  nChanged 80
		SP:Iteration 3Q (4520.360000 sec): 3 clusters
  Score: Raw -306867.635852 + Penalty 3811.424738 = -303056.211114
  nChanged 52
		SP:Iteration 4Q (4520.360000 sec): 3 clusters
  Score: Raw -306904.933537 + Penalty 3811.424738 = -303093.508800
  nChanged 43
		SP:Iteration 5Q (4520.370000 sec): 3 clusters
  Score: Raw -306928.989576 + Penalty 3811.424738 = -303117.564839
  nChanged 30
		SP:Iteration 6Q (4520.380000 sec): 3 clusters
  Score: Raw -306948.888980 + Penalty 3811.424738 = -303137.464243
  nChanged 27
		SP:Iteration 7Q (4520.390000 sec): 3 clusters
  Score: Raw -306965.911497 + Penalty 3811.424738 = -303154.486759
  nChanged 15
		SP:Iteration 8Q (4520.390000 sec): 3 clusters
  Score: Raw -306976.071022 + Penalty 3811.424738 = -303164.646285
  nChanged 18
		SP:Iteration 9Q (4520.400000 sec): 3 clusters
  Score: Raw -306985.322028 + Penalty 3811.424738 = -303173.897291
  nChanged 16
		SP:Iteration 10Q (4520.410000 sec): 3 clusters
  Score: Raw -306990.481500 + Penalty 3811.424738 = -303179.056763
  nChanged 3
		SP:Iteration 11Q (4520.420000 sec): 3 clusters
  Score: Raw -306993.650433 + Penalty 3811.424738 = -303182.225695
  nChanged 10
		SP:Iteration 12Q (4520.430000 sec): 3 clusters
  Score: Raw -307001.203310 + Penalty 3811.424738 = -303189.778572
  nChanged 11
		SP:Iteration 13Q (4520.430000 sec): 3 clusters
  Score: Raw -307007.858800 + Penalty 3811.424738 = -303196.434062
  nChanged 4
		SP:Iteration 14Q (4520.440000 sec): 3 clusters
  Score: Raw -307010.935434 + Penalty 3811.424738 = -303199.510697
  nChanged 5
		SP:Iteration 15Q (4520.450000 sec): 3 clusters
  Score: Raw -307014.573079 + Penalty 3811.424738 = -303203.148342
  nChanged 7
		SP:Iteration 16Q (4520.460000 sec): 3 clusters
  Score: Raw -307019.013318 + Penalty 3811.424738 = -303207.588580
  nChanged 10
		SP:Iteration 17Q (4520.470000 sec): 3 clusters
  Score: Raw -307023.003701 + Penalty 3811.424738 = -303211.578963
  nChanged 10
		SP:Iteration 18Q (4520.470000 sec): 3 clusters
  Score: Raw -307027.059619 + Penalty 3811.424738 = -303215.634881
  nChanged 6
		SP:Iteration 19Q (4520.480000 sec): 3 clusters
  Score: Raw -307029.322475 + Penalty 3811.424738 = -303217.897737
  nChanged 2
		SP:Iteration 20F (4520.490000 sec): 3 clusters
  Score: Raw -307030.057315 + Penalty 3811.424738 = -303218.632577
  nChanged 4
		SP:Iteration 21Q (4520.500000 sec): 3 clusters
  Score: Raw -307031.422658 + Penalty 3811.424738 = -303219.997921
  nChanged 5
		SP:Iteration 22Q (4520.510000 sec): 3 clusters
  Score: Raw -307033.776568 + Penalty 3811.424738 = -303222.351830
  nChanged 5
		SP:Iteration 23Q (4520.510000 sec): 3 clusters
  Score: Raw -307036.568673 + Penalty 3811.424738 = -303225.143936
  nChanged 3
		SP:Iteration 24Q (4520.520000 sec): 3 clusters
  Score: Raw -307039.292130 + Penalty 3811.424738 = -303227.867392
  nChanged 2
		SP:Iteration 25Q (4520.530000 sec): 3 clusters
  Score: Raw -307040.704890 + Penalty 3811.424738 = -303229.280153
  nChanged 4
		SP:Iteration 26Q (4520.540000 sec): 3 clusters
  Score: Raw -307042.399836 + Penalty 3811.424738 = -303230.975098
  nChanged 2
		SP:Iteration 27Q (4520.550000 sec): 3 clusters
  Score: Raw -307043.693658 + Penalty 3811.424738 = -303232.268920
  nChanged 3
		SP:Iteration 28Q (4520.550000 sec): 3 clusters
  Score: Raw -307044.922171 + Penalty 3811.424738 = -303233.497434
  nChanged 4
		SP:Iteration 29Q (4520.560000 sec): 3 clusters
  Score: Raw -307046.027931 + Penalty 3811.424738 = -303234.603193
  nChanged 0
		SP:Iteration 30F (4520.570000 sec): 3 clusters
  Score: Raw -307046.027931 + Penalty 3811.424738 = -303234.603193
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (32461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4520.690000 sec): 2 clusters
  Score: Raw -4740977.582619 + Penalty 2576.173073 = -4738401.409546
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4520.810000 sec): 3 clusters
  Score: Raw -4721329.513175 + Penalty 5152.346145 = -4716177.167029
  nChanged 14696
		SP:Iteration 1F (4520.930000 sec): 3 clusters
  Score: Raw -4729618.396896 + Penalty 5152.346145 = -4724466.050751
  nChanged 1708
		SP:Iteration 2F (4521.060000 sec): 3 clusters
  Score: Raw -4730384.058583 + Penalty 5152.346145 = -4725231.712437
  nChanged 1808
		SP:Iteration 3F (4521.180000 sec): 3 clusters
  Score: Raw -4731331.665986 + Penalty 5152.346145 = -4726179.319841
  nChanged 1992
		SP:Iteration 4F (4521.310000 sec): 3 clusters
  Score: Raw -4732592.783602 + Penalty 5152.346145 = -4727440.437456
  nChanged 2242
		SP:Iteration 5F (4521.430000 sec): 3 clusters
  Score: Raw -4734145.219330 + Penalty 5152.346145 = -4728992.873185
  nChanged 2228
		SP:Iteration 6F (4521.550000 sec): 3 clusters
  Score: Raw -4735655.667974 + Penalty 5152.346145 = -4730503.321829
  nChanged 1965
		SP:Iteration 7F (4521.670000 sec): 3 clusters
  Score: Raw -4736946.614607 + Penalty 5152.346145 = -4731794.268461
  nChanged 1519
		SP:Iteration 8Q (4521.800000 sec): 3 clusters
  Score: Raw -4737913.092760 + Penalty 5152.346145 = -4732760.746615
  nChanged 1192
		SP:Iteration 9Q (4521.930000 sec): 3 clusters
  Score: Raw -4738652.524938 + Penalty 5152.346145 = -4733500.178792
  nChanged 918
		SP:Iteration 10Q (4522.050000 sec): 3 clusters
  Score: Raw -4739353.822562 + Penalty 5152.346145 = -4734201.476417
  nChanged 849
		SP:Iteration 11Q (4522.170000 sec): 3 clusters
  Score: Raw -4740283.209832 + Penalty 5152.346145 = -4735130.863687
  nChanged 648
		SP:Iteration 12Q (4522.290000 sec): 3 clusters
  Score: Raw -4741254.563626 + Penalty 5152.346145 = -4736102.217481
  nChanged 363
		SP:Iteration 13Q (4522.400000 sec): 3 clusters
  Score: Raw -4741640.356458 + Penalty 5152.346145 = -4736488.010313
  nChanged 237
		SP:Iteration 14Q (4522.510000 sec): 3 clusters
  Score: Raw -4741768.957837 + Penalty 5152.346145 = -4736616.611692
  nChanged 178
		SP:Iteration 15Q (4522.610000 sec): 3 clusters
  Score: Raw -4741835.270224 + Penalty 5152.346145 = -4736682.924079
  nChanged 138
		SP:Iteration 16Q (4522.710000 sec): 3 clusters
  Score: Raw -4741878.899939 + Penalty 5152.346145 = -4736726.553794
  nChanged 110
		SP:Iteration 17Q (4522.810000 sec): 3 clusters
  Score: Raw -4741908.887919 + Penalty 5152.346145 = -4736756.541774
  nChanged 85
		SP:Iteration 18Q (4522.910000 sec): 3 clusters
  Score: Raw -4741931.503044 + Penalty 5152.346145 = -4736779.156899
  nChanged 60
		SP:Iteration 19Q (4523.010000 sec): 3 clusters
  Score: Raw -4741944.671273 + Penalty 5152.346145 = -4736792.325128
  nChanged 44
		SP:Iteration 20F (4523.130000 sec): 3 clusters
  Score: Raw -4741953.920270 + Penalty 5152.346145 = -4736801.574125
  nChanged 41
		SP:Iteration 21Q (4523.220000 sec): 3 clusters
  Score: Raw -4741961.620917 + Penalty 5152.346145 = -4736809.274771
  nChanged 26
		SP:Iteration 22Q (4523.320000 sec): 3 clusters
  Score: Raw -4741965.673593 + Penalty 5152.346145 = -4736813.327447
  nChanged 23
		SP:Iteration 23Q (4523.410000 sec): 3 clusters
  Score: Raw -4741969.773572 + Penalty 5152.346145 = -4736817.427426
  nChanged 18
		SP:Iteration 24Q (4523.510000 sec): 3 clusters
  Score: Raw -4741972.468437 + Penalty 5152.346145 = -4736820.122291
  nChanged 19
		SP:Iteration 25Q (4523.610000 sec): 3 clusters
  Score: Raw -4741976.953456 + Penalty 5152.346145 = -4736824.607311
  nChanged 25
		SP:Iteration 26Q (4523.700000 sec): 3 clusters
  Score: Raw -4741980.428510 + Penalty 5152.346145 = -4736828.082364
  nChanged 13
		SP:Iteration 27Q (4523.800000 sec): 3 clusters
  Score: Raw -4741982.232275 + Penalty 5152.346145 = -4736829.886130
  nChanged 9
		SP:Iteration 28Q (4523.890000 sec): 3 clusters
  Score: Raw -4741983.305336 + Penalty 5152.346145 = -4736830.959191
  nChanged 8
		SP:Iteration 29Q (4523.990000 sec): 3 clusters
  Score: Raw -4741984.355176 + Penalty 5152.346145 = -4736832.009031
  nChanged 10
		SP:Iteration 30Q (4524.080000 sec): 3 clusters
  Score: Raw -4741985.685174 + Penalty 5152.346145 = -4736833.339029
  nChanged 8
		SP:Iteration 31Q (4524.170000 sec): 3 clusters
  Score: Raw -4741986.598901 + Penalty 5152.346145 = -4736834.252756
  nChanged 6
		SP:Iteration 32Q (4524.270000 sec): 3 clusters
  Score: Raw -4741987.217297 + Penalty 5152.346145 = -4736834.871152
  nChanged 7
		SP:Iteration 33Q (4524.370000 sec): 3 clusters
  Score: Raw -4741988.023827 + Penalty 5152.346145 = -4736835.677681
  nChanged 8
		SP:Iteration 34Q (4524.470000 sec): 3 clusters
  Score: Raw -4741989.423066 + Penalty 5152.346145 = -4736837.076920
  nChanged 8
		SP:Iteration 35Q (4524.560000 sec): 3 clusters
  Score: Raw -4741990.693290 + Penalty 5152.346145 = -4736838.347144
  nChanged 8
		SP:Iteration 36Q (4524.650000 sec): 3 clusters
  Score: Raw -4741992.054945 + Penalty 5152.346145 = -4736839.708800
  nChanged 8
		SP:Iteration 37Q (4524.750000 sec): 3 clusters
  Score: Raw -4741993.092523 + Penalty 5152.346145 = -4736840.746378
  nChanged 8
		SP:Iteration 38Q (4524.840000 sec): 3 clusters
  Score: Raw -4741994.024424 + Penalty 5152.346145 = -4736841.678279
  nChanged 4
		SP:Iteration 39Q (4524.940000 sec): 3 clusters
  Score: Raw -4741994.550950 + Penalty 5152.346145 = -4736842.204805
  nChanged 6
		SP:Iteration 40F (4525.060000 sec): 3 clusters
  Score: Raw -4741995.420840 + Penalty 5152.346145 = -4736843.074694
  nChanged 6
		SP:Iteration 41Q (4525.150000 sec): 3 clusters
  Score: Raw -4741996.449966 + Penalty 5152.346145 = -4736844.103821
  nChanged 7
		SP:Iteration 42Q (4525.250000 sec): 3 clusters
  Score: Raw -4741997.698590 + Penalty 5152.346145 = -4736845.352445
  nChanged 5
		SP:Iteration 43Q (4525.340000 sec): 3 clusters
  Score: Raw -4741998.497689 + Penalty 5152.346145 = -4736846.151544
  nChanged 6
		SP:Iteration 44Q (4525.440000 sec): 3 clusters
  Score: Raw -4741999.314213 + Penalty 5152.346145 = -4736846.968068
  nChanged 4
		SP:Iteration 45Q (4525.530000 sec): 3 clusters
  Score: Raw -4741999.795321 + Penalty 5152.346145 = -4736847.449175
  nChanged 1
		SP:Iteration 46Q (4525.630000 sec): 3 clusters
  Score: Raw -4742000.027017 + Penalty 5152.346145 = -4736847.680872
  nChanged 1
		SP:Iteration 47Q (4525.730000 sec): 3 clusters
  Score: Raw -4742000.302813 + Penalty 5152.346145 = -4736847.956668
  nChanged 2
		SP:Iteration 48Q (4525.820000 sec): 3 clusters
  Score: Raw -4742000.492199 + Penalty 5152.346145 = -4736848.146054
  nChanged 2
		SP:Iteration 49Q (4525.910000 sec): 3 clusters
  Score: Raw -4742000.695455 + Penalty 5152.346145 = -4736848.349309
  nChanged 1
		SP:Iteration 50Q (4526.010000 sec): 3 clusters
  Score: Raw -4742000.811491 + Penalty 5152.346145 = -4736848.465345
  nChanged 0
		SP:Iteration 51F (4526.130000 sec): 3 clusters
  Score: Raw -4742000.811491 + Penalty 5152.346145 = -4736848.465345
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (95619 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4526.470000 sec): 2 clusters
  Score: Raw -13877335.761433 + Penalty 2844.095452 = -13874491.665981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4526.850000 sec): 3 clusters
  Score: Raw -13816187.627873 + Penalty 5688.190905 = -13810499.436968
  nChanged 45133
		SP:Iteration 1F (4527.210000 sec): 3 clusters
  Score: Raw -13841718.110155 + Penalty 5688.190905 = -13836029.919250
  nChanged 3410
		SP:Iteration 2Q (4527.600000 sec): 3 clusters
  Score: Raw -13842606.196430 + Penalty 5688.190905 = -13836918.005526
  nChanged 3814
		SP:Iteration 3Q (4527.980000 sec): 3 clusters
  Score: Raw -13843857.396590 + Penalty 5688.190905 = -13838169.205686
  nChanged 4580
		SP:Iteration 4Q (4528.360000 sec): 3 clusters
  Score: Raw -13845869.796591 + Penalty 5688.190905 = -13840181.605686
  nChanged 5877
		SP:Iteration 5F (4528.740000 sec): 3 clusters
  Score: Raw -13849339.892436 + Penalty 5688.190905 = -13843651.701531
  nChanged 7241
		SP:Iteration 6F (4529.110000 sec): 3 clusters
  Score: Raw -13854575.484327 + Penalty 5688.190905 = -13848887.293422
  nChanged 7602
		SP:Iteration 7F (4529.480000 sec): 3 clusters
  Score: Raw -13860745.100210 + Penalty 5688.190905 = -13855056.909305
  nChanged 6815
		SP:Iteration 8F (4529.850000 sec): 3 clusters
  Score: Raw -13866684.271944 + Penalty 5688.190905 = -13860996.081039
  nChanged 5235
		SP:Iteration 9F (4530.210000 sec): 3 clusters
  Score: Raw -13871441.656951 + Penalty 5688.190905 = -13865753.466046
  nChanged 3465
		SP:Iteration 10Q (4530.580000 sec): 3 clusters
  Score: Raw -13874590.799000 + Penalty 5688.190905 = -13868902.608095
  nChanged 1984
		SP:Iteration 11Q (4530.920000 sec): 3 clusters
  Score: Raw -13876331.231596 + Penalty 5688.190905 = -13870643.040691
  nChanged 954
		SP:Iteration 12Q (4531.230000 sec): 3 clusters
  Score: Raw -13877115.506774 + Penalty 5688.190905 = -13871427.315869
  nChanged 412
		SP:Iteration 13Q (4531.530000 sec): 3 clusters
  Score: Raw -13877437.510995 + Penalty 5688.190905 = -13871749.320090
  nChanged 198
		SP:Iteration 14Q (4531.810000 sec): 3 clusters
  Score: Raw -13877606.812451 + Penalty 5688.190905 = -13871918.621547
  nChanged 135
		SP:Iteration 15Q (4532.090000 sec): 3 clusters
  Score: Raw -13877725.505898 + Penalty 5688.190905 = -13872037.314993
  nChanged 91
		SP:Iteration 16Q (4532.360000 sec): 3 clusters
  Score: Raw -13877790.888528 + Penalty 5688.190905 = -13872102.697623
  nChanged 55
		SP:Iteration 17Q (4532.630000 sec): 3 clusters
  Score: Raw -13877822.456272 + Penalty 5688.190905 = -13872134.265367
  nChanged 30
		SP:Iteration 18Q (4532.920000 sec): 3 clusters
  Score: Raw -13877844.411172 + Penalty 5688.190905 = -13872156.220268
  nChanged 27
		SP:Iteration 19Q (4533.190000 sec): 3 clusters
  Score: Raw -13877863.297982 + Penalty 5688.190905 = -13872175.107077
  nChanged 19
		SP:Iteration 20F (4533.550000 sec): 3 clusters
  Score: Raw -13877873.753648 + Penalty 5688.190905 = -13872185.562743
  nChanged 17
		SP:Iteration 21Q (4533.820000 sec): 3 clusters
  Score: Raw -13877882.200005 + Penalty 5688.190905 = -13872194.009100
  nChanged 14
		SP:Iteration 22Q (4534.080000 sec): 3 clusters
  Score: Raw -13877889.873792 + Penalty 5688.190905 = -13872201.682887
  nChanged 12
		SP:Iteration 23Q (4534.350000 sec): 3 clusters
  Score: Raw -13877896.733878 + Penalty 5688.190905 = -13872208.542973
  nChanged 9
		SP:Iteration 24Q (4534.610000 sec): 3 clusters
  Score: Raw -13877905.215215 + Penalty 5688.190905 = -13872217.024310
  nChanged 12
		SP:Iteration 25Q (4534.880000 sec): 3 clusters
  Score: Raw -13877913.854150 + Penalty 5688.190905 = -13872225.663245
  nChanged 4
		SP:Iteration 26Q (4535.150000 sec): 3 clusters
  Score: Raw -13877915.944905 + Penalty 5688.190905 = -13872227.754001
  nChanged 3
		SP:Iteration 27Q (4535.410000 sec): 3 clusters
  Score: Raw -13877919.046879 + Penalty 5688.190905 = -13872230.855975
  nChanged 4
		SP:Iteration 28Q (4535.680000 sec): 3 clusters
  Score: Raw -13877920.666074 + Penalty 5688.190905 = -13872232.475169
  nChanged 2
		SP:Iteration 29Q (4535.950000 sec): 3 clusters
  Score: Raw -13877921.575664 + Penalty 5688.190905 = -13872233.384760
  nChanged 0
		SP:Iteration 30F (4536.310000 sec): 3 clusters
  Score: Raw -13877921.575664 + Penalty 5688.190905 = -13872233.384760
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (33228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4536.460000 sec): 2 clusters
  Score: Raw -5161850.291547 + Penalty 2581.964747 = -5159268.326800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4536.590000 sec): 3 clusters
  Score: Raw -5141753.532024 + Penalty 5163.929494 = -5136589.602530
  nChanged 15134
		SP:Iteration 1F (4536.720000 sec): 3 clusters
  Score: Raw -5149854.881201 + Penalty 5163.929494 = -5144690.951707
  nChanged 1543
		SP:Iteration 2Q (4536.850000 sec): 3 clusters
  Score: Raw -5150392.192788 + Penalty 5163.929494 = -5145228.263294
  nChanged 1435
		SP:Iteration 3Q (4536.980000 sec): 3 clusters
  Score: Raw -5150899.187956 + Penalty 5163.929494 = -5145735.258462
  nChanged 1451
		SP:Iteration 4Q (4537.110000 sec): 3 clusters
  Score: Raw -5151491.680192 + Penalty 5163.929494 = -5146327.750698
  nChanged 1472
		SP:Iteration 5Q (4537.240000 sec): 3 clusters
  Score: Raw -5152204.802953 + Penalty 5163.929494 = -5147040.873460
  nChanged 1719
		SP:Iteration 6F (4537.360000 sec): 3 clusters
  Score: Raw -5153191.254480 + Penalty 5163.929494 = -5148027.324987
  nChanged 2088
		SP:Iteration 7F (4537.490000 sec): 3 clusters
  Score: Raw -5154685.995161 + Penalty 5163.929494 = -5149522.065667
  nChanged 2417
		SP:Iteration 8F (4537.610000 sec): 3 clusters
  Score: Raw -5156700.995527 + Penalty 5163.929494 = -5151537.066033
  nChanged 2301
		SP:Iteration 9F (4537.740000 sec): 3 clusters
  Score: Raw -5158792.127688 + Penalty 5163.929494 = -5153628.198194
  nChanged 1756
		SP:Iteration 10F (4537.860000 sec): 3 clusters
  Score: Raw -5160407.171789 + Penalty 5163.929494 = -5155243.242295
  nChanged 1020
		SP:Iteration 11Q (4537.970000 sec): 3 clusters
  Score: Raw -5161318.258392 + Penalty 5163.929494 = -5156154.328899
  nChanged 446
		SP:Iteration 12Q (4538.080000 sec): 3 clusters
  Score: Raw -5161709.738852 + Penalty 5163.929494 = -5156545.809358
  nChanged 193
		SP:Iteration 13Q (4538.180000 sec): 3 clusters
  Score: Raw -5161907.129001 + Penalty 5163.929494 = -5156743.199507
  nChanged 100
		SP:Iteration 14Q (4538.270000 sec): 3 clusters
  Score: Raw -5162033.247750 + Penalty 5163.929494 = -5156869.318256
  nChanged 53
		SP:Iteration 15Q (4538.360000 sec): 3 clusters
  Score: Raw -5162097.311507 + Penalty 5163.929494 = -5156933.382013
  nChanged 29
		SP:Iteration 16Q (4538.460000 sec): 3 clusters
  Score: Raw -5162135.497432 + Penalty 5163.929494 = -5156971.567938
  nChanged 19
		SP:Iteration 17Q (4538.550000 sec): 3 clusters
  Score: Raw -5162161.926391 + Penalty 5163.929494 = -5156997.996897
  nChanged 10
		SP:Iteration 18Q (4538.640000 sec): 3 clusters
  Score: Raw -5162174.527447 + Penalty 5163.929494 = -5157010.597953
  nChanged 5
		SP:Iteration 19Q (4538.730000 sec): 3 clusters
  Score: Raw -5162182.265357 + Penalty 5163.929494 = -5157018.335863
  nChanged 5
		SP:Iteration 20F (4538.850000 sec): 3 clusters
  Score: Raw -5162187.696102 + Penalty 5163.929494 = -5157023.766608
  nChanged 5
		SP:Iteration 21Q (4538.940000 sec): 3 clusters
  Score: Raw -5162195.349881 + Penalty 5163.929494 = -5157031.420388
  nChanged 2
		SP:Iteration 22Q (4539.020000 sec): 3 clusters
  Score: Raw -5162197.653717 + Penalty 5163.929494 = -5157033.724224
  nChanged 3
		SP:Iteration 23Q (4539.110000 sec): 3 clusters
  Score: Raw -5162202.626156 + Penalty 5163.929494 = -5157038.696662
  nChanged 3
		SP:Iteration 24Q (4539.200000 sec): 3 clusters
  Score: Raw -5162205.560575 + Penalty 5163.929494 = -5157041.631081
  nChanged 1
		SP:Iteration 25Q (4539.290000 sec): 3 clusters
  Score: Raw -5162207.803771 + Penalty 5163.929494 = -5157043.874278
  nChanged 2
		SP:Iteration 26Q (4539.380000 sec): 3 clusters
  Score: Raw -5162210.578373 + Penalty 5163.929494 = -5157046.648879
  nChanged 1
		SP:Iteration 27Q (4539.460000 sec): 3 clusters
  Score: Raw -5162212.161939 + Penalty 5163.929494 = -5157048.232445
  nChanged 0
		SP:Iteration 28F (4539.590000 sec): 3 clusters
  Score: Raw -5162212.161939 + Penalty 5163.929494 = -5157048.232445
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (100259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4539.940000 sec): 2 clusters
  Score: Raw -14811656.064290 + Penalty 2855.847005 = -14808800.217285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4540.320000 sec): 3 clusters
  Score: Raw -14747482.200890 + Penalty 5711.694010 = -14741770.506880
  nChanged 47552
		SP:Iteration 1F (4540.710000 sec): 3 clusters
  Score: Raw -14774339.130877 + Penalty 5711.694010 = -14768627.436868
  nChanged 3239
		SP:Iteration 2Q (4541.100000 sec): 3 clusters
  Score: Raw -14775146.129624 + Penalty 5711.694010 = -14769434.435614
  nChanged 3554
		SP:Iteration 3Q (4541.500000 sec): 3 clusters
  Score: Raw -14776182.503581 + Penalty 5711.694010 = -14770470.809571
  nChanged 4178
		SP:Iteration 4Q (4541.880000 sec): 3 clusters
  Score: Raw -14777711.574374 + Penalty 5711.694010 = -14771999.880364
  nChanged 5195
		SP:Iteration 5F (4542.270000 sec): 3 clusters
  Score: Raw -14780148.847537 + Penalty 5711.694010 = -14774437.153527
  nChanged 6390
		SP:Iteration 6F (4542.650000 sec): 3 clusters
  Score: Raw -14783866.057234 + Penalty 5711.694010 = -14778154.363225
  nChanged 7268
		SP:Iteration 7F (4543.040000 sec): 3 clusters
  Score: Raw -14788894.496582 + Penalty 5711.694010 = -14783182.802572
  nChanged 7426
		SP:Iteration 8F (4543.420000 sec): 3 clusters
  Score: Raw -14794679.676243 + Penalty 5711.694010 = -14788967.982233
  nChanged 6895
		SP:Iteration 9F (4543.800000 sec): 3 clusters
  Score: Raw -14800500.098477 + Penalty 5711.694010 = -14794788.404467
  nChanged 5444
		SP:Iteration 10F (4544.180000 sec): 3 clusters
  Score: Raw -14805212.440099 + Penalty 5711.694010 = -14799500.746089
  nChanged 3730
		SP:Iteration 11Q (4544.560000 sec): 3 clusters
  Score: Raw -14808388.399371 + Penalty 5711.694010 = -14802676.705361
  nChanged 2144
		SP:Iteration 12Q (4544.920000 sec): 3 clusters
  Score: Raw -14810058.130677 + Penalty 5711.694010 = -14804346.436667
  nChanged 1138
		SP:Iteration 13Q (4545.260000 sec): 3 clusters
  Score: Raw -14810903.005625 + Penalty 5711.694010 = -14805191.311615
  nChanged 636
		SP:Iteration 14Q (4545.570000 sec): 3 clusters
  Score: Raw -14811346.534827 + Penalty 5711.694010 = -14805634.840817
  nChanged 346
		SP:Iteration 15Q (4545.870000 sec): 3 clusters
  Score: Raw -14811587.443439 + Penalty 5711.694010 = -14805875.749429
  nChanged 216
		SP:Iteration 16Q (4546.160000 sec): 3 clusters
  Score: Raw -14811744.605937 + Penalty 5711.694010 = -14806032.911928
  nChanged 127
		SP:Iteration 17Q (4546.460000 sec): 3 clusters
  Score: Raw -14811834.864998 + Penalty 5711.694010 = -14806123.170988
  nChanged 73
		SP:Iteration 18Q (4546.750000 sec): 3 clusters
  Score: Raw -14811886.872510 + Penalty 5711.694010 = -14806175.178500
  nChanged 53
		SP:Iteration 19Q (4547.030000 sec): 3 clusters
  Score: Raw -14811919.190476 + Penalty 5711.694010 = -14806207.496467
  nChanged 30
		SP:Iteration 20F (4547.400000 sec): 3 clusters
  Score: Raw -14811940.259519 + Penalty 5711.694010 = -14806228.565510
  nChanged 25
		SP:Iteration 21Q (4547.680000 sec): 3 clusters
  Score: Raw -14811959.232111 + Penalty 5711.694010 = -14806247.538101
  nChanged 23
		SP:Iteration 22Q (4547.960000 sec): 3 clusters
  Score: Raw -14811979.789942 + Penalty 5711.694010 = -14806268.095932
  nChanged 23
		SP:Iteration 23Q (4548.240000 sec): 3 clusters
  Score: Raw -14811996.057167 + Penalty 5711.694010 = -14806284.363157
  nChanged 11
		SP:Iteration 24Q (4548.510000 sec): 3 clusters
  Score: Raw -14812002.473570 + Penalty 5711.694010 = -14806290.779560
  nChanged 11
		SP:Iteration 25Q (4548.790000 sec): 3 clusters
  Score: Raw -14812010.804035 + Penalty 5711.694010 = -14806299.110025
  nChanged 14
		SP:Iteration 26Q (4549.070000 sec): 3 clusters
  Score: Raw -14812020.019707 + Penalty 5711.694010 = -14806308.325697
  nChanged 15
		SP:Iteration 27Q (4549.340000 sec): 3 clusters
  Score: Raw -14812028.422531 + Penalty 5711.694010 = -14806316.728521
  nChanged 10
		SP:Iteration 28Q (4549.620000 sec): 3 clusters
  Score: Raw -14812039.020846 + Penalty 5711.694010 = -14806327.326836
  nChanged 11
		SP:Iteration 29Q (4549.890000 sec): 3 clusters
  Score: Raw -14812047.638863 + Penalty 5711.694010 = -14806335.944853
  nChanged 9
		SP:Iteration 30Q (4550.170000 sec): 3 clusters
  Score: Raw -14812053.688094 + Penalty 5711.694010 = -14806341.994084
  nChanged 7
		SP:Iteration 31Q (4550.440000 sec): 3 clusters
  Score: Raw -14812057.643350 + Penalty 5711.694010 = -14806345.949340
  nChanged 6
		SP:Iteration 32Q (4550.710000 sec): 3 clusters
  Score: Raw -14812062.201498 + Penalty 5711.694010 = -14806350.507488
  nChanged 5
		SP:Iteration 33Q (4550.990000 sec): 3 clusters
  Score: Raw -14812066.132372 + Penalty 5711.694010 = -14806354.438362
  nChanged 5
		SP:Iteration 34Q (4551.260000 sec): 3 clusters
  Score: Raw -14812069.651109 + Penalty 5711.694010 = -14806357.957099
  nChanged 5
		SP:Iteration 35Q (4551.540000 sec): 3 clusters
  Score: Raw -14812073.283628 + Penalty 5711.694010 = -14806361.589618
  nChanged 5
		SP:Iteration 36Q (4551.810000 sec): 3 clusters
  Score: Raw -14812076.409819 + Penalty 5711.694010 = -14806364.715810
  nChanged 2
		SP:Iteration 37Q (4552.090000 sec): 3 clusters
  Score: Raw -14812078.392280 + Penalty 5711.694010 = -14806366.698270
  nChanged 1
		SP:Iteration 38Q (4552.360000 sec): 3 clusters
  Score: Raw -14812078.888765 + Penalty 5711.694010 = -14806367.194755
  nChanged 0
		SP:Iteration 39F (4552.730000 sec): 3 clusters
  Score: Raw -14812078.888765 + Penalty 5711.694010 = -14806367.194755
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (1401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4552.790000 sec): 2 clusters
  Score: Raw -126499.607420 + Penalty 1796.745503 = -124702.861916
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4552.790000 sec): 3 clusters
  Score: Raw -126872.908364 + Penalty 3593.491007 = -123279.417357
  nChanged 568
		SP:Iteration 1F (4552.800000 sec): 3 clusters
  Score: Raw -131599.223130 + Penalty 3593.491007 = -128005.732123
  nChanged 153
		SP:Iteration 2F (4552.800000 sec): 3 clusters
  Score: Raw -133795.433623 + Penalty 3593.491007 = -130201.942616
  nChanged 87
		SP:Iteration 3F (4552.810000 sec): 3 clusters
  Score: Raw -135489.020205 + Penalty 3593.491007 = -131895.529198
  nChanged 61
		SP:Iteration 4Q (4552.810000 sec): 3 clusters
  Score: Raw -136787.454271 + Penalty 3593.491007 = -133193.963264
  nChanged 22
		SP:Iteration 5Q (4552.810000 sec): 3 clusters
  Score: Raw -137471.783834 + Penalty 3593.491007 = -133878.292827
  nChanged 11
		SP:Iteration 6Q (4552.820000 sec): 3 clusters
  Score: Raw -137510.040437 + Penalty 3593.491007 = -133916.549430
  nChanged 4
		SP:Iteration 7Q (4552.820000 sec): 3 clusters
  Score: Raw -137519.985760 + Penalty 3593.491007 = -133926.494753
  nChanged 3
		SP:Iteration 8Q (4552.830000 sec): 3 clusters
  Score: Raw -137526.089312 + Penalty 3593.491007 = -133932.598305
  nChanged 2
		SP:Iteration 9Q (4552.830000 sec): 3 clusters
  Score: Raw -137532.784621 + Penalty 3593.491007 = -133939.293614
  nChanged 2
		SP:Iteration 10Q (4552.830000 sec): 3 clusters
  Score: Raw -137572.502731 + Penalty 3593.491007 = -133979.011724
  nChanged 1
		SP:Iteration 11Q (4552.840000 sec): 3 clusters
  Score: Raw -137575.740496 + Penalty 3593.491007 = -133982.249489
  nChanged 0
		SP:Iteration 12F (4552.840000 sec): 3 clusters
  Score: Raw -137601.815536 + Penalty 3593.491007 = -134008.324529
  nChanged 4
		SP:Iteration 13Q (4552.850000 sec): 3 clusters
  Score: Raw -137793.843006 + Penalty 3593.491007 = -134200.351999
  nChanged 2
		SP:Iteration 14Q (4552.850000 sec): 3 clusters
  Score: Raw -137818.152443 + Penalty 3593.491007 = -134224.661436
  nChanged 1
		SP:Iteration 15Q (4552.850000 sec): 3 clusters
  Score: Raw -137819.362691 + Penalty 3593.491007 = -134225.871684
  nChanged 0
		SP:Iteration 16F (4552.860000 sec): 3 clusters
  Score: Raw -137819.362691 + Penalty 3593.491007 = -134225.871684
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 30.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (54405 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4553.050000 sec): 2 clusters
  Score: Raw -7970574.653514 + Penalty 2704.244412 = -7967870.409101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4553.260000 sec): 3 clusters
  Score: Raw -7936832.667477 + Penalty 5408.488825 = -7931424.178652
  nChanged 25065
		SP:Iteration 1F (4553.470000 sec): 3 clusters
  Score: Raw -7950641.339682 + Penalty 5408.488825 = -7945232.850857
  nChanged 2157
		SP:Iteration 2Q (4553.690000 sec): 3 clusters
  Score: Raw -7951202.370341 + Penalty 5408.488825 = -7945793.881516
  nChanged 1990
		SP:Iteration 3Q (4553.900000 sec): 3 clusters
  Score: Raw -7951731.097092 + Penalty 5408.488825 = -7946322.608267
  nChanged 1825
		SP:Iteration 4Q (4554.110000 sec): 3 clusters
  Score: Raw -7952228.850353 + Penalty 5408.488825 = -7946820.361528
  nChanged 1946
		SP:Iteration 5Q (4554.330000 sec): 3 clusters
  Score: Raw -7952820.735751 + Penalty 5408.488825 = -7947412.246926
  nChanged 2160
		SP:Iteration 6Q (4554.550000 sec): 3 clusters
  Score: Raw -7953627.982733 + Penalty 5408.488825 = -7948219.493908
  nChanged 2538
		SP:Iteration 7Q (4554.760000 sec): 3 clusters
  Score: Raw -7954843.727959 + Penalty 5408.488825 = -7949435.239134
  nChanged 3079
		SP:Iteration 8F (4554.970000 sec): 3 clusters
  Score: Raw -7956706.360942 + Penalty 5408.488825 = -7951297.872117
  nChanged 3584
		SP:Iteration 9F (4555.170000 sec): 3 clusters
  Score: Raw -7959223.603677 + Penalty 5408.488825 = -7953815.114852
  nChanged 3537
		SP:Iteration 10F (4555.380000 sec): 3 clusters
  Score: Raw -7961903.530657 + Penalty 5408.488825 = -7956495.041833
  nChanged 3116
		SP:Iteration 11F (4555.590000 sec): 3 clusters
  Score: Raw -7964253.489430 + Penalty 5408.488825 = -7958845.000606
  nChanged 2379
		SP:Iteration 12Q (4555.800000 sec): 3 clusters
  Score: Raw -7965991.793929 + Penalty 5408.488825 = -7960583.305105
  nChanged 1654
		SP:Iteration 13Q (4556.000000 sec): 3 clusters
  Score: Raw -7967147.659968 + Penalty 5408.488825 = -7961739.171143
  nChanged 1253
		SP:Iteration 14Q (4556.190000 sec): 3 clusters
  Score: Raw -7967965.108178 + Penalty 5408.488825 = -7962556.619353
  nChanged 948
		SP:Iteration 15Q (4556.380000 sec): 3 clusters
  Score: Raw -7968533.701871 + Penalty 5408.488825 = -7963125.213047
  nChanged 749
		SP:Iteration 16Q (4556.550000 sec): 3 clusters
  Score: Raw -7968939.002528 + Penalty 5408.488825 = -7963530.513703
  nChanged 614
		SP:Iteration 17Q (4556.720000 sec): 3 clusters
  Score: Raw -7969259.141189 + Penalty 5408.488825 = -7963850.652364
  nChanged 538
		SP:Iteration 18Q (4556.890000 sec): 3 clusters
  Score: Raw -7969536.699024 + Penalty 5408.488825 = -7964128.210199
  nChanged 426
		SP:Iteration 19Q (4557.050000 sec): 3 clusters
  Score: Raw -7969751.126629 + Penalty 5408.488825 = -7964342.637804
  nChanged 366
		SP:Iteration 20F (4557.260000 sec): 3 clusters
  Score: Raw -7969934.485592 + Penalty 5408.488825 = -7964525.996767
  nChanged 308
		SP:Iteration 21Q (4557.410000 sec): 3 clusters
  Score: Raw -7970107.180469 + Penalty 5408.488825 = -7964698.691644
  nChanged 275
		SP:Iteration 22Q (4557.570000 sec): 3 clusters
  Score: Raw -7970246.054733 + Penalty 5408.488825 = -7964837.565909
  nChanged 193
		SP:Iteration 23Q (4557.720000 sec): 3 clusters
  Score: Raw -7970340.754323 + Penalty 5408.488825 = -7964932.265498
  nChanged 171
		SP:Iteration 24Q (4557.870000 sec): 3 clusters
  Score: Raw -7970423.858066 + Penalty 5408.488825 = -7965015.369241
  nChanged 141
		SP:Iteration 25Q (4558.020000 sec): 3 clusters
  Score: Raw -7970500.002170 + Penalty 5408.488825 = -7965091.513345
  nChanged 131
		SP:Iteration 26Q (4558.170000 sec): 3 clusters
  Score: Raw -7970567.496386 + Penalty 5408.488825 = -7965159.007562
  nChanged 100
		SP:Iteration 27Q (4558.320000 sec): 3 clusters
  Score: Raw -7970619.273547 + Penalty 5408.488825 = -7965210.784722
  nChanged 84
		SP:Iteration 28Q (4558.470000 sec): 3 clusters
  Score: Raw -7970657.782964 + Penalty 5408.488825 = -7965249.294139
  nChanged 55
		SP:Iteration 29Q (4558.620000 sec): 3 clusters
  Score: Raw -7970682.452545 + Penalty 5408.488825 = -7965273.963720
  nChanged 43
		SP:Iteration 30Q (4558.770000 sec): 3 clusters
  Score: Raw -7970706.067367 + Penalty 5408.488825 = -7965297.578542
  nChanged 43
		SP:Iteration 31Q (4558.910000 sec): 3 clusters
  Score: Raw -7970726.622258 + Penalty 5408.488825 = -7965318.133433
  nChanged 33
		SP:Iteration 32Q (4559.060000 sec): 3 clusters
  Score: Raw -7970743.219253 + Penalty 5408.488825 = -7965334.730428
  nChanged 25
		SP:Iteration 33Q (4559.200000 sec): 3 clusters
  Score: Raw -7970756.430484 + Penalty 5408.488825 = -7965347.941659
  nChanged 24
		SP:Iteration 34Q (4559.350000 sec): 3 clusters
  Score: Raw -7970767.691372 + Penalty 5408.488825 = -7965359.202548
  nChanged 22
		SP:Iteration 35Q (4559.500000 sec): 3 clusters
  Score: Raw -7970778.145037 + Penalty 5408.488825 = -7965369.656213
  nChanged 25
		SP:Iteration 36Q (4559.650000 sec): 3 clusters
  Score: Raw -7970790.215609 + Penalty 5408.488825 = -7965381.726784
  nChanged 27
		SP:Iteration 37Q (4559.790000 sec): 3 clusters
  Score: Raw -7970803.821290 + Penalty 5408.488825 = -7965395.332465
  nChanged 25
		SP:Iteration 38Q (4559.940000 sec): 3 clusters
  Score: Raw -7970817.391990 + Penalty 5408.488825 = -7965408.903165
  nChanged 26
		SP:Iteration 39Q (4560.090000 sec): 3 clusters
  Score: Raw -7970833.678068 + Penalty 5408.488825 = -7965425.189243
  nChanged 26
		SP:Iteration 40F (4560.290000 sec): 3 clusters
  Score: Raw -7970847.813071 + Penalty 5408.488825 = -7965439.324247
  nChanged 16
		SP:Iteration 41Q (4560.440000 sec): 3 clusters
  Score: Raw -7970856.910928 + Penalty 5408.488825 = -7965448.422103
  nChanged 12
		SP:Iteration 42Q (4560.580000 sec): 3 clusters
  Score: Raw -7970862.980363 + Penalty 5408.488825 = -7965454.491538
  nChanged 14
		SP:Iteration 43Q (4560.730000 sec): 3 clusters
  Score: Raw -7970869.435516 + Penalty 5408.488825 = -7965460.946691
  nChanged 8
		SP:Iteration 44Q (4560.880000 sec): 3 clusters
  Score: Raw -7970872.487515 + Penalty 5408.488825 = -7965463.998690
  nChanged 8
		SP:Iteration 45Q (4561.030000 sec): 3 clusters
  Score: Raw -7970876.370432 + Penalty 5408.488825 = -7965467.881607
  nChanged 8
		SP:Iteration 46Q (4561.170000 sec): 3 clusters
  Score: Raw -7970880.032546 + Penalty 5408.488825 = -7965471.543721
  nChanged 10
		SP:Iteration 47Q (4561.320000 sec): 3 clusters
  Score: Raw -7970884.626903 + Penalty 5408.488825 = -7965476.138078
  nChanged 8
		SP:Iteration 48Q (4561.470000 sec): 3 clusters
  Score: Raw -7970889.919324 + Penalty 5408.488825 = -7965481.430499
  nChanged 10
		SP:Iteration 49Q (4561.610000 sec): 3 clusters
  Score: Raw -7970895.308059 + Penalty 5408.488825 = -7965486.819234
  nChanged 7
		SP:Iteration 50Q (4561.760000 sec): 3 clusters
  Score: Raw -7970899.655002 + Penalty 5408.488825 = -7965491.166177
  nChanged 9
		SP:Iteration 51Q (4561.900000 sec): 3 clusters
  Score: Raw -7970904.627097 + Penalty 5408.488825 = -7965496.138272
  nChanged 10
		SP:Iteration 52Q (4562.050000 sec): 3 clusters
  Score: Raw -7970909.469982 + Penalty 5408.488825 = -7965500.981158
  nChanged 8
		SP:Iteration 53Q (4562.190000 sec): 3 clusters
  Score: Raw -7970912.661605 + Penalty 5408.488825 = -7965504.172780
  nChanged 5
		SP:Iteration 54Q (4562.340000 sec): 3 clusters
  Score: Raw -7970916.149715 + Penalty 5408.488825 = -7965507.660890
  nChanged 6
		SP:Iteration 55Q (4562.490000 sec): 3 clusters
  Score: Raw -7970919.311924 + Penalty 5408.488825 = -7965510.823099
  nChanged 3
		SP:Iteration 56Q (4562.630000 sec): 3 clusters
  Score: Raw -7970920.542595 + Penalty 5408.488825 = -7965512.053770
  nChanged 3
		SP:Iteration 57Q (4562.780000 sec): 3 clusters
  Score: Raw -7970922.235369 + Penalty 5408.488825 = -7965513.746544
  nChanged 4
		SP:Iteration 58Q (4562.930000 sec): 3 clusters
  Score: Raw -7970923.792728 + Penalty 5408.488825 = -7965515.303903
  nChanged 5
		SP:Iteration 59Q (4563.070000 sec): 3 clusters
  Score: Raw -7970926.557415 + Penalty 5408.488825 = -7965518.068591
  nChanged 4
		SP:Iteration 60F (4563.270000 sec): 3 clusters
  Score: Raw -7970928.382472 + Penalty 5408.488825 = -7965519.893647
  nChanged 2
		SP:Iteration 61Q (4563.420000 sec): 3 clusters
  Score: Raw -7970930.009194 + Penalty 5408.488825 = -7965521.520369
  nChanged 3
		SP:Iteration 62Q (4563.560000 sec): 3 clusters
  Score: Raw -7970931.520248 + Penalty 5408.488825 = -7965523.031423
  nChanged 5
		SP:Iteration 63Q (4563.710000 sec): 3 clusters
  Score: Raw -7970935.437412 + Penalty 5408.488825 = -7965526.948587
  nChanged 8
		SP:Iteration 64Q (4563.850000 sec): 3 clusters
  Score: Raw -7970939.461868 + Penalty 5408.488825 = -7965530.973043
  nChanged 3
		SP:Iteration 65Q (4563.990000 sec): 3 clusters
  Score: Raw -7970940.403074 + Penalty 5408.488825 = -7965531.914249
  nChanged 2
		SP:Iteration 66Q (4564.140000 sec): 3 clusters
  Score: Raw -7970941.135573 + Penalty 5408.488825 = -7965532.646748
  nChanged 2
		SP:Iteration 67Q (4564.280000 sec): 3 clusters
  Score: Raw -7970942.004555 + Penalty 5408.488825 = -7965533.515730
  nChanged 1
		SP:Iteration 68Q (4564.430000 sec): 3 clusters
  Score: Raw -7970942.328941 + Penalty 5408.488825 = -7965533.840116
  nChanged 0
		SP:Iteration 69F (4564.630000 sec): 3 clusters
  Score: Raw -7970942.328941 + Penalty 5408.488825 = -7965533.840116
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4564.650000 sec): 2 clusters
  Score: Raw -59607.770703 + Penalty 1516.741247 = -58091.029455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4564.650000 sec): 3 clusters
  Score: Raw -59917.745090 + Penalty 3033.482494 = -56884.262596
  nChanged 127
		SP:Iteration 1F (4564.660000 sec): 3 clusters
  Score: Raw -60621.829201 + Penalty 3033.482494 = -57588.346707
  nChanged 37
		SP:Iteration 2F (4564.660000 sec): 3 clusters
  Score: Raw -60928.925126 + Penalty 3033.482494 = -57895.442632
  nChanged 14
		SP:Iteration 3Q (4564.660000 sec): 3 clusters
  Score: Raw -61136.821278 + Penalty 3033.482494 = -58103.338783
  nChanged 1
		SP:Iteration 4Q (4564.660000 sec): 3 clusters
  Score: Raw -61146.124135 + Penalty 3033.482494 = -58112.641640
  nChanged 2
		SP:Iteration 5Q (4564.660000 sec): 3 clusters
  Score: Raw -61162.555069 + Penalty 3033.482494 = -58129.072575
  nChanged 1
		SP:Iteration 6Q (4564.670000 sec): 3 clusters
  Score: Raw -61164.189494 + Penalty 3033.482494 = -58130.707000
  nChanged 0
		SP:Iteration 7F (4564.670000 sec): 3 clusters
  Score: Raw -61164.189494 + Penalty 3033.482494 = -58130.707000
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 31.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4564.670000 sec): 2 clusters
  Score: Raw -56979.285957 + Penalty 1490.185670 = -55489.100287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4564.670000 sec): 3 clusters
  Score: Raw -57065.769638 + Penalty 2980.371340 = -54085.398298
  nChanged 72
		SP:Iteration 1F (4564.670000 sec): 3 clusters
  Score: Raw -57335.304741 + Penalty 2980.371340 = -54354.933401
  nChanged 49
		SP:Iteration 2F (4564.680000 sec): 3 clusters
  Score: Raw -57594.818950 + Penalty 2980.371340 = -54614.447610
  nChanged 38
		SP:Iteration 3F (4564.680000 sec): 3 clusters
  Score: Raw -57841.187474 + Penalty 2980.371340 = -54860.816134
  nChanged 20
		SP:Iteration 4Q (4564.680000 sec): 3 clusters
  Score: Raw -57949.883554 + Penalty 2980.371340 = -54969.512214
  nChanged 9
		SP:Iteration 5Q (4564.680000 sec): 3 clusters
  Score: Raw -57992.197737 + Penalty 2980.371340 = -55011.826397
  nChanged 7
		SP:Iteration 6Q (4564.680000 sec): 3 clusters
  Score: Raw -58035.398945 + Penalty 2980.371340 = -55055.027605
  nChanged 4
		SP:Iteration 7Q (4564.680000 sec): 3 clusters
  Score: Raw -58063.268378 + Penalty 2980.371340 = -55082.897038
  nChanged 2
		SP:Iteration 8Q (4564.690000 sec): 3 clusters
  Score: Raw -58074.817551 + Penalty 2980.371340 = -55094.446211
  nChanged 0
		SP:Iteration 9F (4564.690000 sec): 3 clusters
  Score: Raw -58074.817551 + Penalty 2980.371340 = -55094.446211
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (274266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4565.650000 sec): 2 clusters
  Score: Raw -40581780.376121 + Penalty 3105.419722 = -40578674.956399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4566.710000 sec): 3 clusters
  Score: Raw -40400301.150567 + Penalty 6210.839444 = -40394090.311123
  nChanged 132495
		SP:Iteration 1F (4567.750000 sec): 3 clusters
  Score: Raw -40479357.926225 + Penalty 6210.839444 = -40473147.086781
  nChanged 8117
		SP:Iteration 2Q (4568.830000 sec): 3 clusters
  Score: Raw -40481288.297323 + Penalty 6210.839444 = -40475077.457879
  nChanged 9518
		SP:Iteration 3Q (4569.920000 sec): 3 clusters
  Score: Raw -40484177.231566 + Penalty 6210.839444 = -40477966.392122
  nChanged 11820
		SP:Iteration 4Q (4571.010000 sec): 3 clusters
  Score: Raw -40489018.413393 + Penalty 6210.839444 = -40482807.573949
  nChanged 15301
		SP:Iteration 5F (4572.050000 sec): 3 clusters
  Score: Raw -40497472.625488 + Penalty 6210.839444 = -40491261.786044
  nChanged 19443
		SP:Iteration 6F (4573.110000 sec): 3 clusters
  Score: Raw -40511245.008724 + Penalty 6210.839444 = -40505034.169280
  nChanged 22320
		SP:Iteration 7F (4574.170000 sec): 3 clusters
  Score: Raw -40529817.346396 + Penalty 6210.839444 = -40523606.506953
  nChanged 21493
		SP:Iteration 8F (4575.210000 sec): 3 clusters
  Score: Raw -40549480.489863 + Penalty 6210.839444 = -40543269.650419
  nChanged 16719
		SP:Iteration 9F (4576.250000 sec): 3 clusters
  Score: Raw -40565512.002168 + Penalty 6210.839444 = -40559301.162724
  nChanged 10423
		SP:Iteration 10Q (4577.190000 sec): 3 clusters
  Score: Raw -40575533.529032 + Penalty 6210.839444 = -40569322.689588
  nChanged 4721
		SP:Iteration 11Q (4578.050000 sec): 3 clusters
  Score: Raw -40579826.558261 + Penalty 6210.839444 = -40573615.718817
  nChanged 1701
		SP:Iteration 12Q (4578.830000 sec): 3 clusters
  Score: Raw -40581327.810639 + Penalty 6210.839444 = -40575116.971195
  nChanged 521
		SP:Iteration 13Q (4579.590000 sec): 3 clusters
  Score: Raw -40581820.643344 + Penalty 6210.839444 = -40575609.803900
  nChanged 182
		SP:Iteration 14Q (4580.330000 sec): 3 clusters
  Score: Raw -40582006.938986 + Penalty 6210.839444 = -40575796.099543
  nChanged 85
		SP:Iteration 15Q (4581.060000 sec): 3 clusters
  Score: Raw -40582088.583294 + Penalty 6210.839444 = -40575877.743850
  nChanged 37
		SP:Iteration 16Q (4581.810000 sec): 3 clusters
  Score: Raw -40582120.513961 + Penalty 6210.839444 = -40575909.674517
  nChanged 18
		SP:Iteration 17Q (4582.540000 sec): 3 clusters
  Score: Raw -40582137.965105 + Penalty 6210.839444 = -40575927.125661
  nChanged 18
		SP:Iteration 18Q (4583.260000 sec): 3 clusters
  Score: Raw -40582155.461755 + Penalty 6210.839444 = -40575944.622311
  nChanged 11
		SP:Iteration 19Q (4583.990000 sec): 3 clusters
  Score: Raw -40582165.094043 + Penalty 6210.839444 = -40575954.254599
  nChanged 5
		SP:Iteration 20F (4585.010000 sec): 3 clusters
  Score: Raw -40582168.187913 + Penalty 6210.839444 = -40575957.348469
  nChanged 2
		SP:Iteration 21Q (4585.740000 sec): 3 clusters
  Score: Raw -40582170.227296 + Penalty 6210.839444 = -40575959.387852
  nChanged 2
		SP:Iteration 22Q (4586.460000 sec): 3 clusters
  Score: Raw -40582171.873521 + Penalty 6210.839444 = -40575961.034078
  nChanged 3
		SP:Iteration 23Q (4587.200000 sec): 3 clusters
  Score: Raw -40582173.675879 + Penalty 6210.839444 = -40575962.836435
  nChanged 0
		SP:Iteration 24F (4588.220000 sec): 3 clusters
  Score: Raw -40582173.675879 + Penalty 6210.839444 = -40575962.836435
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (32267 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4588.420000 sec): 2 clusters
  Score: Raw -4935727.766312 + Penalty 2574.686478 = -4933153.079834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4588.550000 sec): 3 clusters
  Score: Raw -4916135.504801 + Penalty 5149.372956 = -4910986.131844
  nChanged 14674
		SP:Iteration 1F (4588.670000 sec): 3 clusters
  Score: Raw -4924128.351497 + Penalty 5149.372956 = -4918978.978541
  nChanged 1425
		SP:Iteration 2Q (4588.790000 sec): 3 clusters
  Score: Raw -4924573.484363 + Penalty 5149.372956 = -4919424.111406
  nChanged 1309
		SP:Iteration 3Q (4588.920000 sec): 3 clusters
  Score: Raw -4925005.644021 + Penalty 5149.372956 = -4919856.271065
  nChanged 1355
		SP:Iteration 4Q (4589.040000 sec): 3 clusters
  Score: Raw -4925505.613222 + Penalty 5149.372956 = -4920356.240266
  nChanged 1470
		SP:Iteration 5Q (4589.160000 sec): 3 clusters
  Score: Raw -4926113.734691 + Penalty 5149.372956 = -4920964.361735
  nChanged 1617
		SP:Iteration 6F (4589.280000 sec): 3 clusters
  Score: Raw -4926930.975955 + Penalty 5149.372956 = -4921781.602999
  nChanged 1860
		SP:Iteration 7F (4589.410000 sec): 3 clusters
  Score: Raw -4928066.365312 + Penalty 5149.372956 = -4922916.992355
  nChanged 1976
		SP:Iteration 8F (4589.530000 sec): 3 clusters
  Score: Raw -4929473.270972 + Penalty 5149.372956 = -4924323.898016
  nChanged 1976
		SP:Iteration 9F (4589.650000 sec): 3 clusters
  Score: Raw -4931049.209910 + Penalty 5149.372956 = -4925899.836953
  nChanged 1760
		SP:Iteration 10F (4589.770000 sec): 3 clusters
  Score: Raw -4932510.991221 + Penalty 5149.372956 = -4927361.618264
  nChanged 1396
		SP:Iteration 11Q (4589.890000 sec): 3 clusters
  Score: Raw -4933603.832036 + Penalty 5149.372956 = -4928454.459079
  nChanged 1050
		SP:Iteration 12Q (4590.010000 sec): 3 clusters
  Score: Raw -4934239.123019 + Penalty 5149.372956 = -4929089.750063
  nChanged 663
		SP:Iteration 13Q (4590.120000 sec): 3 clusters
  Score: Raw -4934538.171895 + Penalty 5149.372956 = -4929388.798939
  nChanged 437
		SP:Iteration 14Q (4590.230000 sec): 3 clusters
  Score: Raw -4934711.030765 + Penalty 5149.372956 = -4929561.657808
  nChanged 354
		SP:Iteration 15Q (4590.340000 sec): 3 clusters
  Score: Raw -4934842.729435 + Penalty 5149.372956 = -4929693.356479
  nChanged 324
		SP:Iteration 16Q (4590.440000 sec): 3 clusters
  Score: Raw -4934951.638893 + Penalty 5149.372956 = -4929802.265937
  nChanged 296
		SP:Iteration 17Q (4590.550000 sec): 3 clusters
  Score: Raw -4935051.594504 + Penalty 5149.372956 = -4929902.221548
  nChanged 284
		SP:Iteration 18Q (4590.650000 sec): 3 clusters
  Score: Raw -4935144.818948 + Penalty 5149.372956 = -4929995.445991
  nChanged 239
		SP:Iteration 19Q (4590.750000 sec): 3 clusters
  Score: Raw -4935222.114161 + Penalty 5149.372956 = -4930072.741204
  nChanged 218
		SP:Iteration 20F (4590.870000 sec): 3 clusters
  Score: Raw -4935286.318468 + Penalty 5149.372956 = -4930136.945511
  nChanged 184
		SP:Iteration 21Q (4590.980000 sec): 3 clusters
  Score: Raw -4935336.694493 + Penalty 5149.372956 = -4930187.321536
  nChanged 178
		SP:Iteration 22Q (4591.080000 sec): 3 clusters
  Score: Raw -4935383.227627 + Penalty 5149.372956 = -4930233.854670
  nChanged 143
		SP:Iteration 23Q (4591.180000 sec): 3 clusters
  Score: Raw -4935416.543420 + Penalty 5149.372956 = -4930267.170464
  nChanged 136
		SP:Iteration 24Q (4591.280000 sec): 3 clusters
  Score: Raw -4935448.952071 + Penalty 5149.372956 = -4930299.579114
  nChanged 112
		SP:Iteration 25Q (4591.380000 sec): 3 clusters
  Score: Raw -4935475.938178 + Penalty 5149.372956 = -4930326.565222
  nChanged 95
		SP:Iteration 26Q (4591.480000 sec): 3 clusters
  Score: Raw -4935495.629213 + Penalty 5149.372956 = -4930346.256257
  nChanged 78
		SP:Iteration 27Q (4591.580000 sec): 3 clusters
  Score: Raw -4935511.748064 + Penalty 5149.372956 = -4930362.375108
  nChanged 81
		SP:Iteration 28Q (4591.680000 sec): 3 clusters
  Score: Raw -4935529.380409 + Penalty 5149.372956 = -4930380.007453
  nChanged 78
		SP:Iteration 29Q (4591.780000 sec): 3 clusters
  Score: Raw -4935545.512433 + Penalty 5149.372956 = -4930396.139477
  nChanged 72
		SP:Iteration 30Q (4591.880000 sec): 3 clusters
  Score: Raw -4935561.982671 + Penalty 5149.372956 = -4930412.609714
  nChanged 70
		SP:Iteration 31Q (4591.980000 sec): 3 clusters
  Score: Raw -4935578.296840 + Penalty 5149.372956 = -4930428.923883
  nChanged 67
		SP:Iteration 32Q (4592.070000 sec): 3 clusters
  Score: Raw -4935593.101764 + Penalty 5149.372956 = -4930443.728808
  nChanged 62
		SP:Iteration 33Q (4592.170000 sec): 3 clusters
  Score: Raw -4935608.496570 + Penalty 5149.372956 = -4930459.123614
  nChanged 55
		SP:Iteration 34Q (4592.270000 sec): 3 clusters
  Score: Raw -4935619.648978 + Penalty 5149.372956 = -4930470.276021
  nChanged 49
		SP:Iteration 35Q (4592.360000 sec): 3 clusters
  Score: Raw -4935629.356092 + Penalty 5149.372956 = -4930479.983136
  nChanged 45
		SP:Iteration 36Q (4592.460000 sec): 3 clusters
  Score: Raw -4935638.957174 + Penalty 5149.372956 = -4930489.584218
  nChanged 54
		SP:Iteration 37Q (4592.560000 sec): 3 clusters
  Score: Raw -4935651.875779 + Penalty 5149.372956 = -4930502.502823
  nChanged 57
		SP:Iteration 38Q (4592.660000 sec): 3 clusters
  Score: Raw -4935665.752121 + Penalty 5149.372956 = -4930516.379165
  nChanged 47
		SP:Iteration 39Q (4592.750000 sec): 3 clusters
  Score: Raw -4935675.056040 + Penalty 5149.372956 = -4930525.683083
  nChanged 44
		SP:Iteration 40F (4592.870000 sec): 3 clusters
  Score: Raw -4935684.330919 + Penalty 5149.372956 = -4930534.957963
  nChanged 32
		SP:Iteration 41Q (4592.960000 sec): 3 clusters
  Score: Raw -4935690.372345 + Penalty 5149.372956 = -4930540.999389
  nChanged 28
		SP:Iteration 42Q (4593.060000 sec): 3 clusters
  Score: Raw -4935695.075073 + Penalty 5149.372956 = -4930545.702117
  nChanged 34
		SP:Iteration 43Q (4593.160000 sec): 3 clusters
  Score: Raw -4935700.803839 + Penalty 5149.372956 = -4930551.430883
  nChanged 27
		SP:Iteration 44Q (4593.250000 sec): 3 clusters
  Score: Raw -4935706.021377 + Penalty 5149.372956 = -4930556.648420
  nChanged 27
		SP:Iteration 45Q (4593.350000 sec): 3 clusters
  Score: Raw -4935711.383235 + Penalty 5149.372956 = -4930562.010278
  nChanged 30
		SP:Iteration 46Q (4593.440000 sec): 3 clusters
  Score: Raw -4935718.194339 + Penalty 5149.372956 = -4930568.821383
  nChanged 40
		SP:Iteration 47Q (4593.530000 sec): 3 clusters
  Score: Raw -4935726.241962 + Penalty 5149.372956 = -4930576.869005
  nChanged 33
		SP:Iteration 48Q (4593.620000 sec): 3 clusters
  Score: Raw -4935732.151959 + Penalty 5149.372956 = -4930582.779003
  nChanged 27
		SP:Iteration 49Q (4593.720000 sec): 3 clusters
  Score: Raw -4935737.258867 + Penalty 5149.372956 = -4930587.885911
  nChanged 34
		SP:Iteration 50Q (4593.810000 sec): 3 clusters
  Score: Raw -4935743.729784 + Penalty 5149.372956 = -4930594.356827
  nChanged 31
		SP:Iteration 51Q (4593.900000 sec): 3 clusters
  Score: Raw -4935749.780714 + Penalty 5149.372956 = -4930600.407757
  nChanged 31
		SP:Iteration 52Q (4594.000000 sec): 3 clusters
  Score: Raw -4935755.685073 + Penalty 5149.372956 = -4930606.312117
  nChanged 27
		SP:Iteration 53Q (4594.090000 sec): 3 clusters
  Score: Raw -4935761.938365 + Penalty 5149.372956 = -4930612.565409
  nChanged 34
		SP:Iteration 54Q (4594.180000 sec): 3 clusters
  Score: Raw -4935770.869202 + Penalty 5149.372956 = -4930621.496245
  nChanged 37
		SP:Iteration 55Q (4594.270000 sec): 3 clusters
  Score: Raw -4935780.901533 + Penalty 5149.372956 = -4930631.528577
  nChanged 48
		SP:Iteration 56Q (4594.360000 sec): 3 clusters
  Score: Raw -4935793.205547 + Penalty 5149.372956 = -4930643.832591
  nChanged 41
		SP:Iteration 57Q (4594.450000 sec): 3 clusters
  Score: Raw -4935805.489546 + Penalty 5149.372956 = -4930656.116589
  nChanged 37
		SP:Iteration 58Q (4594.540000 sec): 3 clusters
  Score: Raw -4935815.270996 + Penalty 5149.372956 = -4930665.898039
  nChanged 33
		SP:Iteration 59Q (4594.640000 sec): 3 clusters
  Score: Raw -4935824.375132 + Penalty 5149.372956 = -4930675.002176
  nChanged 35
		SP:Iteration 60F (4594.760000 sec): 3 clusters
  Score: Raw -4935832.907042 + Penalty 5149.372956 = -4930683.534086
  nChanged 26
		SP:Iteration 61Q (4594.850000 sec): 3 clusters
  Score: Raw -4935839.790059 + Penalty 5149.372956 = -4930690.417102
  nChanged 23
		SP:Iteration 62Q (4594.940000 sec): 3 clusters
  Score: Raw -4935846.589250 + Penalty 5149.372956 = -4930697.216294
  nChanged 25
		SP:Iteration 63Q (4595.040000 sec): 3 clusters
  Score: Raw -4935853.048770 + Penalty 5149.372956 = -4930703.675814
  nChanged 26
		SP:Iteration 64Q (4595.130000 sec): 3 clusters
  Score: Raw -4935860.129304 + Penalty 5149.372956 = -4930710.756348
  nChanged 31
		SP:Iteration 65Q (4595.220000 sec): 3 clusters
  Score: Raw -4935871.155059 + Penalty 5149.372956 = -4930721.782103
  nChanged 32
		SP:Iteration 66Q (4595.310000 sec): 3 clusters
  Score: Raw -4935880.028153 + Penalty 5149.372956 = -4930730.655197
  nChanged 26
		SP:Iteration 67Q (4595.400000 sec): 3 clusters
  Score: Raw -4935885.932334 + Penalty 5149.372956 = -4930736.559378
  nChanged 26
		SP:Iteration 68Q (4595.500000 sec): 3 clusters
  Score: Raw -4935892.614107 + Penalty 5149.372956 = -4930743.241151
  nChanged 25
		SP:Iteration 69Q (4595.590000 sec): 3 clusters
  Score: Raw -4935899.643408 + Penalty 5149.372956 = -4930750.270451
  nChanged 22
		SP:Iteration 70Q (4595.680000 sec): 3 clusters
  Score: Raw -4935906.278396 + Penalty 5149.372956 = -4930756.905440
  nChanged 21
		SP:Iteration 71Q (4595.770000 sec): 3 clusters
  Score: Raw -4935912.363207 + Penalty 5149.372956 = -4930762.990250
  nChanged 24
		SP:Iteration 72Q (4595.860000 sec): 3 clusters
  Score: Raw -4935919.898579 + Penalty 5149.372956 = -4930770.525622
  nChanged 26
		SP:Iteration 73Q (4595.960000 sec): 3 clusters
  Score: Raw -4935927.185995 + Penalty 5149.372956 = -4930777.813038
  nChanged 28
		SP:Iteration 74Q (4596.040000 sec): 3 clusters
  Score: Raw -4935936.650415 + Penalty 5149.372956 = -4930787.277459
  nChanged 22
		SP:Iteration 75Q (4596.140000 sec): 3 clusters
  Score: Raw -4935942.505436 + Penalty 5149.372956 = -4930793.132479
  nChanged 23
		SP:Iteration 76Q (4596.230000 sec): 3 clusters
  Score: Raw -4935948.356193 + Penalty 5149.372956 = -4930798.983236
  nChanged 15
		SP:Iteration 77Q (4596.320000 sec): 3 clusters
  Score: Raw -4935953.700177 + Penalty 5149.372956 = -4930804.327221
  nChanged 21
		SP:Iteration 78Q (4596.410000 sec): 3 clusters
  Score: Raw -4935960.494264 + Penalty 5149.372956 = -4930811.121308
  nChanged 26
		SP:Iteration 79Q (4596.500000 sec): 3 clusters
  Score: Raw -4935967.874164 + Penalty 5149.372956 = -4930818.501208
  nChanged 18
		SP:Iteration 80F (4596.620000 sec): 3 clusters
  Score: Raw -4935974.559397 + Penalty 5149.372956 = -4930825.186440
  nChanged 22
		SP:Iteration 81Q (4596.710000 sec): 3 clusters
  Score: Raw -4935980.375705 + Penalty 5149.372956 = -4930831.002749
  nChanged 18
		SP:Iteration 82Q (4596.800000 sec): 3 clusters
  Score: Raw -4935986.087948 + Penalty 5149.372956 = -4930836.714992
  nChanged 18
		SP:Iteration 83Q (4596.890000 sec): 3 clusters
  Score: Raw -4935990.892709 + Penalty 5149.372956 = -4930841.519753
  nChanged 12
		SP:Iteration 84Q (4596.980000 sec): 3 clusters
  Score: Raw -4935995.104140 + Penalty 5149.372956 = -4930845.731184
  nChanged 15
		SP:Iteration 85Q (4597.070000 sec): 3 clusters
  Score: Raw -4935999.598355 + Penalty 5149.372956 = -4930850.225398
  nChanged 14
		SP:Iteration 86Q (4597.160000 sec): 3 clusters
  Score: Raw -4936003.749006 + Penalty 5149.372956 = -4930854.376050
  nChanged 17
		SP:Iteration 87Q (4597.250000 sec): 3 clusters
  Score: Raw -4936009.530709 + Penalty 5149.372956 = -4930860.157753
  nChanged 22
		SP:Iteration 88Q (4597.340000 sec): 3 clusters
  Score: Raw -4936016.609218 + Penalty 5149.372956 = -4930867.236262
  nChanged 20
		SP:Iteration 89Q (4597.430000 sec): 3 clusters
  Score: Raw -4936022.000895 + Penalty 5149.372956 = -4930872.627939
  nChanged 17
		SP:Iteration 90Q (4597.520000 sec): 3 clusters
  Score: Raw -4936025.976463 + Penalty 5149.372956 = -4930876.603506
  nChanged 14
		SP:Iteration 91Q (4597.610000 sec): 3 clusters
  Score: Raw -4936029.692175 + Penalty 5149.372956 = -4930880.319219
  nChanged 12
		SP:Iteration 92Q (4597.700000 sec): 3 clusters
  Score: Raw -4936033.334631 + Penalty 5149.372956 = -4930883.961674
  nChanged 9
		SP:Iteration 93Q (4597.790000 sec): 3 clusters
  Score: Raw -4936035.843798 + Penalty 5149.372956 = -4930886.470841
  nChanged 8
		SP:Iteration 94Q (4597.880000 sec): 3 clusters
  Score: Raw -4936037.549621 + Penalty 5149.372956 = -4930888.176665
  nChanged 6
		SP:Iteration 95Q (4597.970000 sec): 3 clusters
  Score: Raw -4936039.233182 + Penalty 5149.372956 = -4930889.860226
  nChanged 8
		SP:Iteration 96Q (4598.060000 sec): 3 clusters
  Score: Raw -4936041.472825 + Penalty 5149.372956 = -4930892.099869
  nChanged 9
		SP:Iteration 97Q (4598.150000 sec): 3 clusters
  Score: Raw -4936044.476515 + Penalty 5149.372956 = -4930895.103559
  nChanged 8
		SP:Iteration 98Q (4598.240000 sec): 3 clusters
  Score: Raw -4936047.718396 + Penalty 5149.372956 = -4930898.345440
  nChanged 7
		SP:Iteration 99Q (4598.330000 sec): 3 clusters
  Score: Raw -4936050.078788 + Penalty 5149.372956 = -4930900.705831
  nChanged 9
		SP:Iteration 100F (4598.450000 sec): 3 clusters
  Score: Raw -4936052.168162 + Penalty 5149.372956 = -4930902.795206
  nChanged 5
		SP:Iteration 101Q (4598.540000 sec): 3 clusters
  Score: Raw -4936053.206728 + Penalty 5149.372956 = -4930903.833772
  nChanged 2
		SP:Iteration 102Q (4598.620000 sec): 3 clusters
  Score: Raw -4936054.013470 + Penalty 5149.372956 = -4930904.640514
  nChanged 0
		SP:Iteration 103F (4598.740000 sec): 3 clusters
  Score: Raw -4936054.013470 + Penalty 5149.372956 = -4930904.640514
  nChanged 0
Deleting Class 31 (158 points): Lose 1849.396383 but Gain 3374.686117
Iteration 59Q (4606.830000 sec): 31 clusters
  Score: Raw -117596618.312080 + Penalty 101240.583519 = -117495377.728561
  nChanged 2250
Deleting Class 29 (311 points): Lose 3353.489515 but Gain 3374.686117
Iteration 60F (4638.820000 sec): 30 clusters
  Score: Raw -117596041.157344 + Penalty 97865.897402 = -117498175.259942
  nChanged 2214
Iteration 61Q (4646.810000 sec): 30 clusters
  Score: Raw -117598852.871028 + Penalty 97865.897402 = -117500986.973626
  nChanged 1706
Iteration 62Q (4654.810000 sec): 30 clusters
  Score: Raw -117599311.925384 + Penalty 97865.897402 = -117501446.027983
  nChanged 1481
Iteration 63Q (4662.760000 sec): 30 clusters
  Score: Raw -117599549.725556 + Penalty 97865.897402 = -117501683.828154
  nChanged 1229
Iteration 64Q (4670.710000 sec): 30 clusters
  Score: Raw -117599682.507726 + Penalty 97865.897402 = -117501816.610324
  nChanged 1101
Iteration 65Q (4678.640000 sec): 30 clusters
  Score: Raw -117599784.330017 + Penalty 97865.897402 = -117501918.432615
  nChanged 972
Iteration 66Q (4686.580000 sec): 30 clusters
  Score: Raw -117599864.346463 + Penalty 97865.897402 = -117501998.449061
  nChanged 838
Iteration 67Q (4694.510000 sec): 30 clusters
  Score: Raw -117599916.988733 + Penalty 97865.897402 = -117502051.091332
  nChanged 752
Iteration 68Q (4702.430000 sec): 30 clusters
  Score: Raw -117599996.544800 + Penalty 97865.897402 = -117502130.647398
  nChanged 705
Iteration 69Q (4710.380000 sec): 30 clusters
  Score: Raw -117600043.898112 + Penalty 97865.897402 = -117502178.000711
  nChanged 686
Iteration 70Q (4718.280000 sec): 30 clusters
  Score: Raw -117600107.375234 + Penalty 97865.897402 = -117502241.477833
  nChanged 663
Iteration 71Q (4726.200000 sec): 30 clusters
  Score: Raw -117600215.618237 + Penalty 97865.897402 = -117502349.720836
  nChanged 598
Iteration 72Q (4734.100000 sec): 30 clusters
  Score: Raw -117600294.180010 + Penalty 97865.897402 = -117502428.282608
  nChanged 567
Iteration 73Q (4742.000000 sec): 30 clusters
  Score: Raw -117600345.122982 + Penalty 97865.897402 = -117502479.225580
  nChanged 524
Iteration 74Q (4749.890000 sec): 30 clusters
  Score: Raw -117600385.924317 + Penalty 97865.897402 = -117502520.026915
  nChanged 479
Iteration 75Q (4757.770000 sec): 30 clusters
  Score: Raw -117600411.798880 + Penalty 97865.897402 = -117502545.901478
  nChanged 448
Iteration 76Q (4765.670000 sec): 30 clusters
  Score: Raw -117600430.609516 + Penalty 97865.897402 = -117502564.712114
  nChanged 390
Iteration 77Q (4773.560000 sec): 30 clusters
  Score: Raw -117600446.283011 + Penalty 97865.897402 = -117502580.385609
  nChanged 351
Iteration 78Q (4781.450000 sec): 30 clusters
  Score: Raw -117600460.532973 + Penalty 97865.897402 = -117502594.635572
  nChanged 343
Iteration 79Q (4789.340000 sec): 30 clusters
  Score: Raw -117600472.261813 + Penalty 97865.897402 = -117502606.364411
  nChanged 334
Iteration 80F (4820.390000 sec): 30 clusters
  Score: Raw -117600592.053810 + Penalty 97865.897402 = -117502726.156408
  nChanged 319
Iteration 81Q (4828.330000 sec): 30 clusters
  Score: Raw -117600738.497922 + Penalty 97865.897402 = -117502872.600521
  nChanged 286
Iteration 82Q (4836.250000 sec): 30 clusters
  Score: Raw -117600825.963951 + Penalty 97865.897402 = -117502960.066549
  nChanged 290
Iteration 83Q (4844.190000 sec): 30 clusters
  Score: Raw -117600860.914698 + Penalty 97865.897402 = -117502995.017297
  nChanged 286
Iteration 84Q (4852.110000 sec): 30 clusters
  Score: Raw -117600885.634725 + Penalty 97865.897402 = -117503019.737324
  nChanged 257
Iteration 85Q (4860.030000 sec): 30 clusters
  Score: Raw -117600895.221330 + Penalty 97865.897402 = -117503029.323928
  nChanged 227
Iteration 86Q (4867.980000 sec): 30 clusters
  Score: Raw -117600903.061254 + Penalty 97865.897402 = -117503037.163853
  nChanged 210
Iteration 87Q (4875.920000 sec): 30 clusters
  Score: Raw -117600910.587576 + Penalty 97865.897402 = -117503044.690175
  nChanged 181
Iteration 88Q (4883.850000 sec): 30 clusters
  Score: Raw -117600916.390058 + Penalty 97865.897402 = -117503050.492657
  nChanged 179
Iteration 89Q (4891.800000 sec): 30 clusters
  Score: Raw -117600921.514868 + Penalty 97865.897402 = -117503055.617466
  nChanged 169
Iteration 90Q (4899.720000 sec): 30 clusters
  Score: Raw -117600926.794401 + Penalty 97865.897402 = -117503060.896999
  nChanged 140
Iteration 91Q (4907.680000 sec): 30 clusters
  Score: Raw -117600931.595221 + Penalty 97865.897402 = -117503065.697819
  nChanged 150
Iteration 92Q (4915.630000 sec): 30 clusters
  Score: Raw -117600936.204715 + Penalty 97865.897402 = -117503070.307313
  nChanged 140
Iteration 93Q (4923.580000 sec): 30 clusters
  Score: Raw -117600940.816523 + Penalty 97865.897402 = -117503074.919121
  nChanged 140
Iteration 94Q (4931.540000 sec): 30 clusters
  Score: Raw -117600945.659527 + Penalty 97865.897402 = -117503079.762125
  nChanged 123
Iteration 95Q (4939.480000 sec): 30 clusters
  Score: Raw -117600950.073165 + Penalty 97865.897402 = -117503084.175763
  nChanged 103
Iteration 96Q (4947.400000 sec): 30 clusters
  Score: Raw -117600954.316074 + Penalty 97865.897402 = -117503088.418672
  nChanged 101
Iteration 97Q (4955.310000 sec): 30 clusters
  Score: Raw -117600958.277402 + Penalty 97865.897402 = -117503092.380001
  nChanged 107
Iteration 98Q (4963.290000 sec): 30 clusters
  Score: Raw -117600962.997859 + Penalty 97865.897402 = -117503097.100457
  nChanged 101
Writing temp clu file 
Because OldScore, -117503092.380001, is greater than current (better) Score,-117503097.100457 
 Compute initial score before splitting:   Score: Raw -117600962.997859 + Penalty 97865.897402 = -117503097.100457
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4963.450000 sec): 2 clusters
  Score: Raw -1044733.023530 + Penalty 2200.028897 = -1042532.994633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4963.470000 sec): 3 clusters
  Score: Raw -1041102.376651 + Penalty 4400.057795 = -1036702.318856
  nChanged 2803
		SP:Iteration 1F (4963.500000 sec): 3 clusters
  Score: Raw -1042666.443963 + Penalty 4400.057795 = -1038266.386168
  nChanged 470
		SP:Iteration 2F (4963.520000 sec): 3 clusters
  Score: Raw -1042886.605049 + Penalty 4400.057795 = -1038486.547254
  nChanged 325
		SP:Iteration 3Q (4963.550000 sec): 3 clusters
  Score: Raw -1043027.003872 + Penalty 4400.057795 = -1038626.946077
  nChanged 259
		SP:Iteration 4Q (4963.580000 sec): 3 clusters
  Score: Raw -1043144.281213 + Penalty 4400.057795 = -1038744.223418
  nChanged 225
		SP:Iteration 5Q (4963.600000 sec): 3 clusters
  Score: Raw -1043241.242948 + Penalty 4400.057795 = -1038841.185153
  nChanged 177
		SP:Iteration 6Q (4963.630000 sec): 3 clusters
  Score: Raw -1043309.999806 + Penalty 4400.057795 = -1038909.942012
  nChanged 142
		SP:Iteration 7Q (4963.650000 sec): 3 clusters
  Score: Raw -1043368.433676 + Penalty 4400.057795 = -1038968.375881
  nChanged 130
		SP:Iteration 8Q (4963.680000 sec): 3 clusters
  Score: Raw -1043424.487800 + Penalty 4400.057795 = -1039024.430005
  nChanged 135
		SP:Iteration 9Q (4963.700000 sec): 3 clusters
  Score: Raw -1043487.295056 + Penalty 4400.057795 = -1039087.237261
  nChanged 144
		SP:Iteration 10Q (4963.730000 sec): 3 clusters
  Score: Raw -1043553.958211 + Penalty 4400.057795 = -1039153.900416
  nChanged 154
		SP:Iteration 11Q (4963.750000 sec): 3 clusters
  Score: Raw -1043624.042754 + Penalty 4400.057795 = -1039223.984959
  nChanged 146
		SP:Iteration 12Q (4963.780000 sec): 3 clusters
  Score: Raw -1043696.271649 + Penalty 4400.057795 = -1039296.213854
  nChanged 157
		SP:Iteration 13Q (4963.800000 sec): 3 clusters
  Score: Raw -1043785.173803 + Penalty 4400.057795 = -1039385.116008
  nChanged 164
		SP:Iteration 14Q (4963.830000 sec): 3 clusters
  Score: Raw -1043886.265200 + Penalty 4400.057795 = -1039486.207405
  nChanged 177
		SP:Iteration 15Q (4963.860000 sec): 3 clusters
  Score: Raw -1043995.800675 + Penalty 4400.057795 = -1039595.742880
  nChanged 193
		SP:Iteration 16Q (4963.880000 sec): 3 clusters
  Score: Raw -1044110.133372 + Penalty 4400.057795 = -1039710.075577
  nChanged 179
		SP:Iteration 17Q (4963.900000 sec): 3 clusters
  Score: Raw -1044208.298858 + Penalty 4400.057795 = -1039808.241063
  nChanged 161
		SP:Iteration 18Q (4963.930000 sec): 3 clusters
  Score: Raw -1044291.380890 + Penalty 4400.057795 = -1039891.323095
  nChanged 160
		SP:Iteration 19Q (4963.950000 sec): 3 clusters
  Score: Raw -1044382.068280 + Penalty 4400.057795 = -1039982.010485
  nChanged 155
		SP:Iteration 20F (4963.980000 sec): 3 clusters
  Score: Raw -1044461.287800 + Penalty 4400.057795 = -1040061.230005
  nChanged 114
		SP:Iteration 21Q (4964.000000 sec): 3 clusters
  Score: Raw -1044511.917430 + Penalty 4400.057795 = -1040111.859635
  nChanged 94
		SP:Iteration 22Q (4964.020000 sec): 3 clusters
  Score: Raw -1044553.019839 + Penalty 4400.057795 = -1040152.962044
  nChanged 91
		SP:Iteration 23Q (4964.040000 sec): 3 clusters
  Score: Raw -1044588.796925 + Penalty 4400.057795 = -1040188.739130
  nChanged 80
		SP:Iteration 24Q (4964.070000 sec): 3 clusters
  Score: Raw -1044620.546184 + Penalty 4400.057795 = -1040220.488389
  nChanged 66
		SP:Iteration 25Q (4964.090000 sec): 3 clusters
  Score: Raw -1044643.716844 + Penalty 4400.057795 = -1040243.659049
  nChanged 68
		SP:Iteration 26Q (4964.120000 sec): 3 clusters
  Score: Raw -1044667.578828 + Penalty 4400.057795 = -1040267.521033
  nChanged 51
		SP:Iteration 27Q (4964.140000 sec): 3 clusters
  Score: Raw -1044683.042038 + Penalty 4400.057795 = -1040282.984243
  nChanged 44
		SP:Iteration 28Q (4964.160000 sec): 3 clusters
  Score: Raw -1044696.140105 + Penalty 4400.057795 = -1040296.082310
  nChanged 37
		SP:Iteration 29Q (4964.180000 sec): 3 clusters
  Score: Raw -1044708.006601 + Penalty 4400.057795 = -1040307.948806
  nChanged 30
		SP:Iteration 30Q (4964.210000 sec): 3 clusters
  Score: Raw -1044718.531807 + Penalty 4400.057795 = -1040318.474012
  nChanged 30
		SP:Iteration 31Q (4964.230000 sec): 3 clusters
  Score: Raw -1044730.120090 + Penalty 4400.057795 = -1040330.062295
  nChanged 34
		SP:Iteration 32Q (4964.250000 sec): 3 clusters
  Score: Raw -1044740.204715 + Penalty 4400.057795 = -1040340.146920
  nChanged 35
		SP:Iteration 33Q (4964.280000 sec): 3 clusters
  Score: Raw -1044751.366946 + Penalty 4400.057795 = -1040351.309151
  nChanged 33
		SP:Iteration 34Q (4964.300000 sec): 3 clusters
  Score: Raw -1044761.780462 + Penalty 4400.057795 = -1040361.722667
  nChanged 28
		SP:Iteration 35Q (4964.320000 sec): 3 clusters
  Score: Raw -1044771.551721 + Penalty 4400.057795 = -1040371.493926
  nChanged 31
		SP:Iteration 36Q (4964.340000 sec): 3 clusters
  Score: Raw -1044782.733139 + Penalty 4400.057795 = -1040382.675344
  nChanged 30
		SP:Iteration 37Q (4964.360000 sec): 3 clusters
  Score: Raw -1044792.094986 + Penalty 4400.057795 = -1040392.037191
  nChanged 27
		SP:Iteration 38Q (4964.390000 sec): 3 clusters
  Score: Raw -1044800.875533 + Penalty 4400.057795 = -1040400.817738
  nChanged 35
		SP:Iteration 39Q (4964.410000 sec): 3 clusters
  Score: Raw -1044810.770359 + Penalty 4400.057795 = -1040410.712564
  nChanged 24
		SP:Iteration 40F (4964.440000 sec): 3 clusters
  Score: Raw -1044818.577221 + Penalty 4400.057795 = -1040418.519426
  nChanged 27
		SP:Iteration 41Q (4964.460000 sec): 3 clusters
  Score: Raw -1044828.188909 + Penalty 4400.057795 = -1040428.131114
  nChanged 31
		SP:Iteration 42Q (4964.480000 sec): 3 clusters
  Score: Raw -1044840.549439 + Penalty 4400.057795 = -1040440.491644
  nChanged 32
		SP:Iteration 43Q (4964.510000 sec): 3 clusters
  Score: Raw -1044852.968202 + Penalty 4400.057795 = -1040452.910407
  nChanged 31
		SP:Iteration 44Q (4964.530000 sec): 3 clusters
  Score: Raw -1044865.918042 + Penalty 4400.057795 = -1040465.860247
  nChanged 35
		SP:Iteration 45Q (4964.550000 sec): 3 clusters
  Score: Raw -1044879.466691 + Penalty 4400.057795 = -1040479.408896
  nChanged 31
		SP:Iteration 46Q (4964.580000 sec): 3 clusters
  Score: Raw -1044891.578050 + Penalty 4400.057795 = -1040491.520255
  nChanged 30
		SP:Iteration 47Q (4964.600000 sec): 3 clusters
  Score: Raw -1044901.036375 + Penalty 4400.057795 = -1040500.978580
  nChanged 25
		SP:Iteration 48Q (4964.620000 sec): 3 clusters
  Score: Raw -1044908.799873 + Penalty 4400.057795 = -1040508.742078
  nChanged 25
		SP:Iteration 49Q (4964.640000 sec): 3 clusters
  Score: Raw -1044917.070502 + Penalty 4400.057795 = -1040517.012707
  nChanged 20
		SP:Iteration 50Q (4964.670000 sec): 3 clusters
  Score: Raw -1044923.206751 + Penalty 4400.057795 = -1040523.148956
  nChanged 13
		SP:Iteration 51Q (4964.690000 sec): 3 clusters
  Score: Raw -1044928.381089 + Penalty 4400.057795 = -1040528.323294
  nChanged 13
		SP:Iteration 52Q (4964.710000 sec): 3 clusters
  Score: Raw -1044932.613411 + Penalty 4400.057795 = -1040532.555616
  nChanged 8
		SP:Iteration 53Q (4964.730000 sec): 3 clusters
  Score: Raw -1044935.429019 + Penalty 4400.057795 = -1040535.371224
  nChanged 7
		SP:Iteration 54Q (4964.750000 sec): 3 clusters
  Score: Raw -1044937.630326 + Penalty 4400.057795 = -1040537.572532
  nChanged 9
		SP:Iteration 55Q (4964.770000 sec): 3 clusters
  Score: Raw -1044942.648733 + Penalty 4400.057795 = -1040542.590938
  nChanged 10
		SP:Iteration 56Q (4964.790000 sec): 3 clusters
  Score: Raw -1044944.934759 + Penalty 4400.057795 = -1040544.876964
  nChanged 4
		SP:Iteration 57Q (4964.820000 sec): 3 clusters
  Score: Raw -1044945.972970 + Penalty 4400.057795 = -1040545.915175
  nChanged 1
		SP:Iteration 58Q (4964.840000 sec): 3 clusters
  Score: Raw -1044946.336858 + Penalty 4400.057795 = -1040546.279063
  nChanged 0
		SP:Iteration 59F (4964.870000 sec): 3 clusters
  Score: Raw -1044946.336858 + Penalty 4400.057795 = -1040546.279063
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4964.890000 sec): 2 clusters
  Score: Raw -1037330.277472 + Penalty 2201.971013 = -1035128.306458
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4964.910000 sec): 3 clusters
  Score: Raw -1033686.248270 + Penalty 4403.942027 = -1029282.306243
  nChanged 2833
		SP:Iteration 1F (4964.940000 sec): 3 clusters
  Score: Raw -1035214.515235 + Penalty 4403.942027 = -1030810.573208
  nChanged 523
		SP:Iteration 2F (4964.970000 sec): 3 clusters
  Score: Raw -1035535.384742 + Penalty 4403.942027 = -1031131.442715
  nChanged 409
		SP:Iteration 3F (4964.990000 sec): 3 clusters
  Score: Raw -1035743.588208 + Penalty 4403.942027 = -1031339.646181
  nChanged 323
		SP:Iteration 4Q (4965.020000 sec): 3 clusters
  Score: Raw -1035917.995691 + Penalty 4403.942027 = -1031514.053664
  nChanged 280
		SP:Iteration 5Q (4965.050000 sec): 3 clusters
  Score: Raw -1036063.584021 + Penalty 4403.942027 = -1031659.641994
  nChanged 247
		SP:Iteration 6Q (4965.070000 sec): 3 clusters
  Score: Raw -1036188.439368 + Penalty 4403.942027 = -1031784.497341
  nChanged 217
		SP:Iteration 7Q (4965.100000 sec): 3 clusters
  Score: Raw -1036287.339489 + Penalty 4403.942027 = -1031883.397462
  nChanged 185
		SP:Iteration 8Q (4965.120000 sec): 3 clusters
  Score: Raw -1036372.304372 + Penalty 4403.942027 = -1031968.362345
  nChanged 171
		SP:Iteration 9Q (4965.150000 sec): 3 clusters
  Score: Raw -1036459.000126 + Penalty 4403.942027 = -1032055.058099
  nChanged 181
		SP:Iteration 10Q (4965.170000 sec): 3 clusters
  Score: Raw -1036547.813267 + Penalty 4403.942027 = -1032143.871240
  nChanged 172
		SP:Iteration 11Q (4965.200000 sec): 3 clusters
  Score: Raw -1036640.647620 + Penalty 4403.942027 = -1032236.705593
  nChanged 177
		SP:Iteration 12Q (4965.230000 sec): 3 clusters
  Score: Raw -1036733.726208 + Penalty 4403.942027 = -1032329.784182
  nChanged 151
		SP:Iteration 13Q (4965.250000 sec): 3 clusters
  Score: Raw -1036820.347964 + Penalty 4403.942027 = -1032416.405937
  nChanged 166
		SP:Iteration 14Q (4965.280000 sec): 3 clusters
  Score: Raw -1036908.399679 + Penalty 4403.942027 = -1032504.457652
  nChanged 141
		SP:Iteration 15Q (4965.300000 sec): 3 clusters
  Score: Raw -1036973.762324 + Penalty 4403.942027 = -1032569.820297
  nChanged 119
		SP:Iteration 16Q (4965.330000 sec): 3 clusters
  Score: Raw -1037025.809378 + Penalty 4403.942027 = -1032621.867351
  nChanged 110
		SP:Iteration 17Q (4965.350000 sec): 3 clusters
  Score: Raw -1037077.322982 + Penalty 4403.942027 = -1032673.380956
  nChanged 115
		SP:Iteration 18Q (4965.380000 sec): 3 clusters
  Score: Raw -1037134.960494 + Penalty 4403.942027 = -1032731.018468
  nChanged 107
		SP:Iteration 19Q (4965.400000 sec): 3 clusters
  Score: Raw -1037185.084497 + Penalty 4403.942027 = -1032781.142470
  nChanged 78
		SP:Iteration 20F (4965.430000 sec): 3 clusters
  Score: Raw -1037220.384250 + Penalty 4403.942027 = -1032816.442223
  nChanged 86
		SP:Iteration 21Q (4965.450000 sec): 3 clusters
  Score: Raw -1037259.538182 + Penalty 4403.942027 = -1032855.596155
  nChanged 70
		SP:Iteration 22Q (4965.480000 sec): 3 clusters
  Score: Raw -1037288.610726 + Penalty 4403.942027 = -1032884.668699
  nChanged 70
		SP:Iteration 23Q (4965.500000 sec): 3 clusters
  Score: Raw -1037317.222099 + Penalty 4403.942027 = -1032913.280072
  nChanged 63
		SP:Iteration 24Q (4965.530000 sec): 3 clusters
  Score: Raw -1037343.862508 + Penalty 4403.942027 = -1032939.920481
  nChanged 62
		SP:Iteration 25Q (4965.550000 sec): 3 clusters
  Score: Raw -1037368.810738 + Penalty 4403.942027 = -1032964.868711
  nChanged 50
		SP:Iteration 26Q (4965.570000 sec): 3 clusters
  Score: Raw -1037385.158080 + Penalty 4403.942027 = -1032981.216053
  nChanged 37
		SP:Iteration 27Q (4965.600000 sec): 3 clusters
  Score: Raw -1037395.529632 + Penalty 4403.942027 = -1032991.587605
  nChanged 26
		SP:Iteration 28Q (4965.620000 sec): 3 clusters
  Score: Raw -1037404.403926 + Penalty 4403.942027 = -1033000.461899
  nChanged 26
		SP:Iteration 29Q (4965.650000 sec): 3 clusters
  Score: Raw -1037411.261120 + Penalty 4403.942027 = -1033007.319094
  nChanged 18
		SP:Iteration 30Q (4965.670000 sec): 3 clusters
  Score: Raw -1037415.505055 + Penalty 4403.942027 = -1033011.563028
  nChanged 11
		SP:Iteration 31Q (4965.690000 sec): 3 clusters
  Score: Raw -1037418.481281 + Penalty 4403.942027 = -1033014.539254
  nChanged 6
		SP:Iteration 32Q (4965.720000 sec): 3 clusters
  Score: Raw -1037420.004758 + Penalty 4403.942027 = -1033016.062731
  nChanged 4
		SP:Iteration 33Q (4965.740000 sec): 3 clusters
  Score: Raw -1037420.785602 + Penalty 4403.942027 = -1033016.843575
  nChanged 2
		SP:Iteration 34Q (4965.760000 sec): 3 clusters
  Score: Raw -1037421.051070 + Penalty 4403.942027 = -1033017.109043
  nChanged 1
		SP:Iteration 35Q (4965.790000 sec): 3 clusters
  Score: Raw -1037421.151501 + Penalty 4403.942027 = -1033017.209474
  nChanged 1
		SP:Iteration 36Q (4965.810000 sec): 3 clusters
  Score: Raw -1037421.212957 + Penalty 4403.942027 = -1033017.270930
  nChanged 0
		SP:Iteration 37F (4965.840000 sec): 3 clusters
  Score: Raw -1037421.212957 + Penalty 4403.942027 = -1033017.270930
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (26943 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4965.930000 sec): 2 clusters
  Score: Raw -3981165.772078 + Penalty 2529.966743 = -3978635.805335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4966.030000 sec): 3 clusters
  Score: Raw -3965119.575611 + Penalty 5059.933486 = -3960059.642125
  nChanged 11984
		SP:Iteration 1F (4966.130000 sec): 3 clusters
  Score: Raw -3971637.934159 + Penalty 5059.933486 = -3966578.000673
  nChanged 1358
		SP:Iteration 2F (4966.220000 sec): 3 clusters
  Score: Raw -3972101.859885 + Penalty 5059.933486 = -3967041.926399
  nChanged 1250
		SP:Iteration 3Q (4966.320000 sec): 3 clusters
  Score: Raw -3972537.086584 + Penalty 5059.933486 = -3967477.153098
  nChanged 1208
		SP:Iteration 4Q (4966.420000 sec): 3 clusters
  Score: Raw -3972981.763821 + Penalty 5059.933486 = -3967921.830335
  nChanged 1202
		SP:Iteration 5Q (4966.520000 sec): 3 clusters
  Score: Raw -3973480.584275 + Penalty 5059.933486 = -3968420.650789
  nChanged 1290
		SP:Iteration 6Q (4966.620000 sec): 3 clusters
  Score: Raw -3974103.334514 + Penalty 5059.933486 = -3969043.401028
  nChanged 1505
		SP:Iteration 7F (4966.710000 sec): 3 clusters
  Score: Raw -3974984.144797 + Penalty 5059.933486 = -3969924.211311
  nChanged 1612
		SP:Iteration 8F (4966.810000 sec): 3 clusters
  Score: Raw -3976099.678488 + Penalty 5059.933486 = -3971039.745002
  nChanged 1639
		SP:Iteration 9F (4966.910000 sec): 3 clusters
  Score: Raw -3977322.264539 + Penalty 5059.933486 = -3972262.331053
  nChanged 1422
		SP:Iteration 10F (4967.000000 sec): 3 clusters
  Score: Raw -3978488.526807 + Penalty 5059.933486 = -3973428.593321
  nChanged 1142
		SP:Iteration 11Q (4967.100000 sec): 3 clusters
  Score: Raw -3979484.327321 + Penalty 5059.933486 = -3974424.393835
  nChanged 792
		SP:Iteration 12Q (4967.190000 sec): 3 clusters
  Score: Raw -3980165.842174 + Penalty 5059.933486 = -3975105.908688
  nChanged 530
		SP:Iteration 13Q (4967.280000 sec): 3 clusters
  Score: Raw -3980593.478887 + Penalty 5059.933486 = -3975533.545401
  nChanged 374
		SP:Iteration 14Q (4967.360000 sec): 3 clusters
  Score: Raw -3980874.889730 + Penalty 5059.933486 = -3975814.956244
  nChanged 272
		SP:Iteration 15Q (4967.440000 sec): 3 clusters
  Score: Raw -3981055.986332 + Penalty 5059.933486 = -3975996.052846
  nChanged 201
		SP:Iteration 16Q (4967.520000 sec): 3 clusters
  Score: Raw -3981179.888530 + Penalty 5059.933486 = -3976119.955044
  nChanged 172
		SP:Iteration 17Q (4967.590000 sec): 3 clusters
  Score: Raw -3981272.460514 + Penalty 5059.933486 = -3976212.527028
  nChanged 126
		SP:Iteration 18Q (4967.660000 sec): 3 clusters
  Score: Raw -3981329.495660 + Penalty 5059.933486 = -3976269.562174
  nChanged 92
		SP:Iteration 19Q (4967.740000 sec): 3 clusters
  Score: Raw -3981375.130423 + Penalty 5059.933486 = -3976315.196937
  nChanged 72
		SP:Iteration 20F (4967.840000 sec): 3 clusters
  Score: Raw -3981406.612771 + Penalty 5059.933486 = -3976346.679285
  nChanged 63
		SP:Iteration 21Q (4967.910000 sec): 3 clusters
  Score: Raw -3981429.977098 + Penalty 5059.933486 = -3976370.043612
  nChanged 56
		SP:Iteration 22Q (4967.980000 sec): 3 clusters
  Score: Raw -3981448.063907 + Penalty 5059.933486 = -3976388.130421
  nChanged 33
		SP:Iteration 23Q (4968.050000 sec): 3 clusters
  Score: Raw -3981457.735616 + Penalty 5059.933486 = -3976397.802130
  nChanged 24
		SP:Iteration 24Q (4968.120000 sec): 3 clusters
  Score: Raw -3981465.970727 + Penalty 5059.933486 = -3976406.037241
  nChanged 30
		SP:Iteration 25Q (4968.200000 sec): 3 clusters
  Score: Raw -3981476.498315 + Penalty 5059.933486 = -3976416.564829
  nChanged 24
		SP:Iteration 26Q (4968.270000 sec): 3 clusters
  Score: Raw -3981483.844158 + Penalty 5059.933486 = -3976423.910672
  nChanged 26
		SP:Iteration 27Q (4968.340000 sec): 3 clusters
  Score: Raw -3981492.919532 + Penalty 5059.933486 = -3976432.986046
  nChanged 22
		SP:Iteration 28Q (4968.410000 sec): 3 clusters
  Score: Raw -3981500.351982 + Penalty 5059.933486 = -3976440.418496
  nChanged 16
		SP:Iteration 29Q (4968.480000 sec): 3 clusters
  Score: Raw -3981506.181627 + Penalty 5059.933486 = -3976446.248141
  nChanged 18
		SP:Iteration 30Q (4968.560000 sec): 3 clusters
  Score: Raw -3981510.946644 + Penalty 5059.933486 = -3976451.013158
  nChanged 14
		SP:Iteration 31Q (4968.630000 sec): 3 clusters
  Score: Raw -3981515.186101 + Penalty 5059.933486 = -3976455.252615
  nChanged 11
		SP:Iteration 32Q (4968.700000 sec): 3 clusters
  Score: Raw -3981518.157056 + Penalty 5059.933486 = -3976458.223570
  nChanged 14
		SP:Iteration 33Q (4968.770000 sec): 3 clusters
  Score: Raw -3981521.944017 + Penalty 5059.933486 = -3976462.010531
  nChanged 6
		SP:Iteration 34Q (4968.840000 sec): 3 clusters
  Score: Raw -3981523.471351 + Penalty 5059.933486 = -3976463.537865
  nChanged 10
		SP:Iteration 35Q (4968.910000 sec): 3 clusters
  Score: Raw -3981526.374772 + Penalty 5059.933486 = -3976466.441286
  nChanged 6
		SP:Iteration 36Q (4968.980000 sec): 3 clusters
  Score: Raw -3981528.647652 + Penalty 5059.933486 = -3976468.714166
  nChanged 7
		SP:Iteration 37Q (4969.060000 sec): 3 clusters
  Score: Raw -3981531.709647 + Penalty 5059.933486 = -3976471.776161
  nChanged 8
		SP:Iteration 38Q (4969.120000 sec): 3 clusters
  Score: Raw -3981534.220881 + Penalty 5059.933486 = -3976474.287395
  nChanged 6
		SP:Iteration 39Q (4969.200000 sec): 3 clusters
  Score: Raw -3981536.196607 + Penalty 5059.933486 = -3976476.263121
  nChanged 7
		SP:Iteration 40F (4969.290000 sec): 3 clusters
  Score: Raw -3981538.329531 + Penalty 5059.933486 = -3976478.396045
  nChanged 7
		SP:Iteration 41Q (4969.360000 sec): 3 clusters
  Score: Raw -3981539.818556 + Penalty 5059.933486 = -3976479.885070
  nChanged 2
		SP:Iteration 42Q (4969.440000 sec): 3 clusters
  Score: Raw -3981540.460240 + Penalty 5059.933486 = -3976480.526754
  nChanged 2
		SP:Iteration 43Q (4969.500000 sec): 3 clusters
  Score: Raw -3981541.049012 + Penalty 5059.933486 = -3976481.115526
  nChanged 4
		SP:Iteration 44Q (4969.580000 sec): 3 clusters
  Score: Raw -3981541.928637 + Penalty 5059.933486 = -3976481.995151
  nChanged 2
		SP:Iteration 45Q (4969.650000 sec): 3 clusters
  Score: Raw -3981542.161754 + Penalty 5059.933486 = -3976482.228268
  nChanged 2
		SP:Iteration 46Q (4969.720000 sec): 3 clusters
  Score: Raw -3981542.574127 + Penalty 5059.933486 = -3976482.640641
  nChanged 1
		SP:Iteration 47Q (4969.790000 sec): 3 clusters
  Score: Raw -3981542.836466 + Penalty 5059.933486 = -3976482.902980
  nChanged 0
		SP:Iteration 48F (4969.880000 sec): 3 clusters
  Score: Raw -3981542.836466 + Penalty 5059.933486 = -3976482.902980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (23767 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4969.960000 sec): 2 clusters
  Score: Raw -3294358.032165 + Penalty 2498.861229 = -3291859.170936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4970.050000 sec): 3 clusters
  Score: Raw -3280411.202659 + Penalty 4997.722458 = -3275413.480201
  nChanged 10489
		SP:Iteration 1F (4970.130000 sec): 3 clusters
  Score: Raw -3286291.937925 + Penalty 4997.722458 = -3281294.215467
  nChanged 1387
		SP:Iteration 2F (4970.220000 sec): 3 clusters
  Score: Raw -3286874.960406 + Penalty 4997.722458 = -3281877.237948
  nChanged 1253
		SP:Iteration 3F (4970.300000 sec): 3 clusters
  Score: Raw -3287450.167960 + Penalty 4997.722458 = -3282452.445502
  nChanged 1223
		SP:Iteration 4F (4970.390000 sec): 3 clusters
  Score: Raw -3288061.621820 + Penalty 4997.722458 = -3283063.899362
  nChanged 1210
		SP:Iteration 5F (4970.480000 sec): 3 clusters
  Score: Raw -3288697.863088 + Penalty 4997.722458 = -3283700.140630
  nChanged 1212
		SP:Iteration 6F (4970.560000 sec): 3 clusters
  Score: Raw -3289334.378722 + Penalty 4997.722458 = -3284336.656264
  nChanged 1167
		SP:Iteration 7Q (4970.650000 sec): 3 clusters
  Score: Raw -3290010.520889 + Penalty 4997.722458 = -3285012.798430
  nChanged 1120
		SP:Iteration 8Q (4970.740000 sec): 3 clusters
  Score: Raw -3290720.533349 + Penalty 4997.722458 = -3285722.810891
  nChanged 1049
		SP:Iteration 9Q (4970.820000 sec): 3 clusters
  Score: Raw -3291473.662014 + Penalty 4997.722458 = -3286475.939556
  nChanged 1000
		SP:Iteration 10Q (4970.910000 sec): 3 clusters
  Score: Raw -3292137.232188 + Penalty 4997.722458 = -3287139.509730
  nChanged 837
		SP:Iteration 11Q (4971.000000 sec): 3 clusters
  Score: Raw -3292570.676624 + Penalty 4997.722458 = -3287572.954166
  nChanged 597
		SP:Iteration 12Q (4971.080000 sec): 3 clusters
  Score: Raw -3292825.272422 + Penalty 4997.722458 = -3287827.549963
  nChanged 429
		SP:Iteration 13Q (4971.170000 sec): 3 clusters
  Score: Raw -3292981.574280 + Penalty 4997.722458 = -3287983.851822
  nChanged 309
		SP:Iteration 14Q (4971.250000 sec): 3 clusters
  Score: Raw -3293079.874482 + Penalty 4997.722458 = -3288082.152024
  nChanged 248
		SP:Iteration 15Q (4971.330000 sec): 3 clusters
  Score: Raw -3293156.296166 + Penalty 4997.722458 = -3288158.573708
  nChanged 221
		SP:Iteration 16Q (4971.410000 sec): 3 clusters
  Score: Raw -3293217.835515 + Penalty 4997.722458 = -3288220.113057
  nChanged 198
		SP:Iteration 17Q (4971.490000 sec): 3 clusters
  Score: Raw -3293274.322799 + Penalty 4997.722458 = -3288276.600341
  nChanged 199
		SP:Iteration 18Q (4971.570000 sec): 3 clusters
  Score: Raw -3293330.934698 + Penalty 4997.722458 = -3288333.212240
  nChanged 190
		SP:Iteration 19Q (4971.650000 sec): 3 clusters
  Score: Raw -3293379.551605 + Penalty 4997.722458 = -3288381.829147
  nChanged 178
		SP:Iteration 20F (4971.740000 sec): 3 clusters
  Score: Raw -3293427.771725 + Penalty 4997.722458 = -3288430.049267
  nChanged 191
		SP:Iteration 21Q (4971.820000 sec): 3 clusters
  Score: Raw -3293476.841525 + Penalty 4997.722458 = -3288479.119067
  nChanged 176
		SP:Iteration 22Q (4971.890000 sec): 3 clusters
  Score: Raw -3293524.697257 + Penalty 4997.722458 = -3288526.974799
  nChanged 171
		SP:Iteration 23Q (4971.970000 sec): 3 clusters
  Score: Raw -3293573.431634 + Penalty 4997.722458 = -3288575.709176
  nChanged 177
		SP:Iteration 24Q (4972.050000 sec): 3 clusters
  Score: Raw -3293622.391185 + Penalty 4997.722458 = -3288624.668727
  nChanged 185
		SP:Iteration 25Q (4972.120000 sec): 3 clusters
  Score: Raw -3293671.720230 + Penalty 4997.722458 = -3288673.997772
  nChanged 162
		SP:Iteration 26Q (4972.200000 sec): 3 clusters
  Score: Raw -3293714.827341 + Penalty 4997.722458 = -3288717.104883
  nChanged 154
		SP:Iteration 27Q (4972.280000 sec): 3 clusters
  Score: Raw -3293755.558027 + Penalty 4997.722458 = -3288757.835569
  nChanged 156
		SP:Iteration 28Q (4972.360000 sec): 3 clusters
  Score: Raw -3293797.326565 + Penalty 4997.722458 = -3288799.604107
  nChanged 140
		SP:Iteration 29Q (4972.430000 sec): 3 clusters
  Score: Raw -3293837.004945 + Penalty 4997.722458 = -3288839.282487
  nChanged 160
		SP:Iteration 30Q (4972.500000 sec): 3 clusters
  Score: Raw -3293882.947438 + Penalty 4997.722458 = -3288885.224980
  nChanged 147
		SP:Iteration 31Q (4972.580000 sec): 3 clusters
  Score: Raw -3293927.775611 + Penalty 4997.722458 = -3288930.053153
  nChanged 140
		SP:Iteration 32Q (4972.660000 sec): 3 clusters
  Score: Raw -3293972.041375 + Penalty 4997.722458 = -3288974.318917
  nChanged 154
		SP:Iteration 33Q (4972.730000 sec): 3 clusters
  Score: Raw -3294026.539116 + Penalty 4997.722458 = -3289028.816657
  nChanged 148
		SP:Iteration 34Q (4972.800000 sec): 3 clusters
  Score: Raw -3294080.903628 + Penalty 4997.722458 = -3289083.181170
  nChanged 152
		SP:Iteration 35Q (4972.880000 sec): 3 clusters
  Score: Raw -3294131.201053 + Penalty 4997.722458 = -3289133.478595
  nChanged 132
		SP:Iteration 36Q (4972.950000 sec): 3 clusters
  Score: Raw -3294172.272618 + Penalty 4997.722458 = -3289174.550160
  nChanged 142
		SP:Iteration 37Q (4973.020000 sec): 3 clusters
  Score: Raw -3294227.353149 + Penalty 4997.722458 = -3289229.630691
  nChanged 124
		SP:Iteration 38Q (4973.090000 sec): 3 clusters
  Score: Raw -3294273.102184 + Penalty 4997.722458 = -3289275.379726
  nChanged 116
		SP:Iteration 39Q (4973.160000 sec): 3 clusters
  Score: Raw -3294311.716342 + Penalty 4997.722458 = -3289313.993884
  nChanged 117
		SP:Iteration 40F (4973.250000 sec): 3 clusters
  Score: Raw -3294351.650196 + Penalty 4997.722458 = -3289353.927738
  nChanged 116
		SP:Iteration 41Q (4973.320000 sec): 3 clusters
  Score: Raw -3294385.180814 + Penalty 4997.722458 = -3289387.458356
  nChanged 113
		SP:Iteration 42Q (4973.390000 sec): 3 clusters
  Score: Raw -3294418.576447 + Penalty 4997.722458 = -3289420.853989
  nChanged 108
		SP:Iteration 43Q (4973.460000 sec): 3 clusters
  Score: Raw -3294448.237023 + Penalty 4997.722458 = -3289450.514565
  nChanged 97
		SP:Iteration 44Q (4973.530000 sec): 3 clusters
  Score: Raw -3294475.095160 + Penalty 4997.722458 = -3289477.372702
  nChanged 80
		SP:Iteration 45Q (4973.600000 sec): 3 clusters
  Score: Raw -3294496.733304 + Penalty 4997.722458 = -3289499.010845
  nChanged 70
		SP:Iteration 46Q (4973.670000 sec): 3 clusters
  Score: Raw -3294515.991697 + Penalty 4997.722458 = -3289518.269239
  nChanged 69
		SP:Iteration 47Q (4973.740000 sec): 3 clusters
  Score: Raw -3294533.118047 + Penalty 4997.722458 = -3289535.395589
  nChanged 67
		SP:Iteration 48Q (4973.810000 sec): 3 clusters
  Score: Raw -3294550.248669 + Penalty 4997.722458 = -3289552.526211
  nChanged 58
		SP:Iteration 49Q (4973.880000 sec): 3 clusters
  Score: Raw -3294564.419219 + Penalty 4997.722458 = -3289566.696761
  nChanged 50
		SP:Iteration 50Q (4973.950000 sec): 3 clusters
  Score: Raw -3294575.740965 + Penalty 4997.722458 = -3289578.018507
  nChanged 53
		SP:Iteration 51Q (4974.020000 sec): 3 clusters
  Score: Raw -3294587.998768 + Penalty 4997.722458 = -3289590.276310
  nChanged 53
		SP:Iteration 52Q (4974.080000 sec): 3 clusters
  Score: Raw -3294601.112615 + Penalty 4997.722458 = -3289603.390157
  nChanged 51
		SP:Iteration 53Q (4974.160000 sec): 3 clusters
  Score: Raw -3294614.173597 + Penalty 4997.722458 = -3289616.451139
  nChanged 65
		SP:Iteration 54Q (4974.220000 sec): 3 clusters
  Score: Raw -3294634.556834 + Penalty 4997.722458 = -3289636.834375
  nChanged 67
		SP:Iteration 55Q (4974.290000 sec): 3 clusters
  Score: Raw -3294659.220970 + Penalty 4997.722458 = -3289661.498512
  nChanged 63
		SP:Iteration 56Q (4974.360000 sec): 3 clusters
  Score: Raw -3294677.208612 + Penalty 4997.722458 = -3289679.486154
  nChanged 61
		SP:Iteration 57Q (4974.430000 sec): 3 clusters
  Score: Raw -3294695.004947 + Penalty 4997.722458 = -3289697.282489
  nChanged 64
		SP:Iteration 58Q (4974.500000 sec): 3 clusters
  Score: Raw -3294715.950272 + Penalty 4997.722458 = -3289718.227814
  nChanged 66
		SP:Iteration 59Q (4974.560000 sec): 3 clusters
  Score: Raw -3294735.979040 + Penalty 4997.722458 = -3289738.256582
  nChanged 50
		SP:Iteration 60F (4974.650000 sec): 3 clusters
  Score: Raw -3294750.307870 + Penalty 4997.722458 = -3289752.585412
  nChanged 45
		SP:Iteration 61Q (4974.710000 sec): 3 clusters
  Score: Raw -3294762.159205 + Penalty 4997.722458 = -3289764.436747
  nChanged 31
		SP:Iteration 62Q (4974.780000 sec): 3 clusters
  Score: Raw -3294771.152008 + Penalty 4997.722458 = -3289773.429550
  nChanged 38
		SP:Iteration 63Q (4974.850000 sec): 3 clusters
  Score: Raw -3294782.050821 + Penalty 4997.722458 = -3289784.328363
  nChanged 39
		SP:Iteration 64Q (4974.920000 sec): 3 clusters
  Score: Raw -3294793.214363 + Penalty 4997.722458 = -3289795.491905
  nChanged 32
		SP:Iteration 65Q (4974.980000 sec): 3 clusters
  Score: Raw -3294802.742135 + Penalty 4997.722458 = -3289805.019676
  nChanged 37
		SP:Iteration 66Q (4975.050000 sec): 3 clusters
  Score: Raw -3294815.026998 + Penalty 4997.722458 = -3289817.304540
  nChanged 34
		SP:Iteration 67Q (4975.120000 sec): 3 clusters
  Score: Raw -3294826.992978 + Penalty 4997.722458 = -3289829.270520
  nChanged 33
		SP:Iteration 68Q (4975.180000 sec): 3 clusters
  Score: Raw -3294840.027180 + Penalty 4997.722458 = -3289842.304722
  nChanged 41
		SP:Iteration 69Q (4975.250000 sec): 3 clusters
  Score: Raw -3294856.562916 + Penalty 4997.722458 = -3289858.840458
  nChanged 45
		SP:Iteration 70Q (4975.310000 sec): 3 clusters
  Score: Raw -3294874.577941 + Penalty 4997.722458 = -3289876.855483
  nChanged 46
		SP:Iteration 71Q (4975.380000 sec): 3 clusters
  Score: Raw -3294893.351523 + Penalty 4997.722458 = -3289895.629065
  nChanged 46
		SP:Iteration 72Q (4975.440000 sec): 3 clusters
  Score: Raw -3294914.659944 + Penalty 4997.722458 = -3289916.937486
  nChanged 44
		SP:Iteration 73Q (4975.510000 sec): 3 clusters
  Score: Raw -3294932.245097 + Penalty 4997.722458 = -3289934.522639
  nChanged 39
		SP:Iteration 74Q (4975.580000 sec): 3 clusters
  Score: Raw -3294948.911186 + Penalty 4997.722458 = -3289951.188728
  nChanged 41
		SP:Iteration 75Q (4975.640000 sec): 3 clusters
  Score: Raw -3294967.499733 + Penalty 4997.722458 = -3289969.777275
  nChanged 37
		SP:Iteration 76Q (4975.710000 sec): 3 clusters
  Score: Raw -3294986.110763 + Penalty 4997.722458 = -3289988.388305
  nChanged 40
		SP:Iteration 77Q (4975.770000 sec): 3 clusters
  Score: Raw -3295006.301113 + Penalty 4997.722458 = -3290008.578655
  nChanged 38
		SP:Iteration 78Q (4975.840000 sec): 3 clusters
  Score: Raw -3295025.980297 + Penalty 4997.722458 = -3290028.257839
  nChanged 47
		SP:Iteration 79Q (4975.900000 sec): 3 clusters
  Score: Raw -3295044.077367 + Penalty 4997.722458 = -3290046.354909
  nChanged 33
		SP:Iteration 80F (4975.980000 sec): 3 clusters
  Score: Raw -3295055.205056 + Penalty 4997.722458 = -3290057.482598
  nChanged 23
		SP:Iteration 81Q (4976.050000 sec): 3 clusters
  Score: Raw -3295063.019424 + Penalty 4997.722458 = -3290065.296966
  nChanged 13
		SP:Iteration 82Q (4976.110000 sec): 3 clusters
  Score: Raw -3295067.118288 + Penalty 4997.722458 = -3290069.395830
  nChanged 13
		SP:Iteration 83Q (4976.180000 sec): 3 clusters
  Score: Raw -3295071.149739 + Penalty 4997.722458 = -3290073.427280
  nChanged 13
		SP:Iteration 84Q (4976.240000 sec): 3 clusters
  Score: Raw -3295074.656072 + Penalty 4997.722458 = -3290076.933614
  nChanged 14
		SP:Iteration 85Q (4976.300000 sec): 3 clusters
  Score: Raw -3295078.433340 + Penalty 4997.722458 = -3290080.710882
  nChanged 13
		SP:Iteration 86Q (4976.370000 sec): 3 clusters
  Score: Raw -3295081.805953 + Penalty 4997.722458 = -3290084.083495
  nChanged 11
		SP:Iteration 87Q (4976.430000 sec): 3 clusters
  Score: Raw -3295085.081532 + Penalty 4997.722458 = -3290087.359074
  nChanged 9
		SP:Iteration 88Q (4976.500000 sec): 3 clusters
  Score: Raw -3295088.329931 + Penalty 4997.722458 = -3290090.607473
  nChanged 8
		SP:Iteration 89Q (4976.560000 sec): 3 clusters
  Score: Raw -3295090.592209 + Penalty 4997.722458 = -3290092.869751
  nChanged 6
		SP:Iteration 90Q (4976.620000 sec): 3 clusters
  Score: Raw -3295092.435024 + Penalty 4997.722458 = -3290094.712566
  nChanged 9
		SP:Iteration 91Q (4976.690000 sec): 3 clusters
  Score: Raw -3295094.925311 + Penalty 4997.722458 = -3290097.202852
  nChanged 5
		SP:Iteration 92Q (4976.750000 sec): 3 clusters
  Score: Raw -3295095.971536 + Penalty 4997.722458 = -3290098.249078
  nChanged 2
		SP:Iteration 93Q (4976.820000 sec): 3 clusters
  Score: Raw -3295096.388493 + Penalty 4997.722458 = -3290098.666035
  nChanged 6
		SP:Iteration 94Q (4976.880000 sec): 3 clusters
  Score: Raw -3295098.324545 + Penalty 4997.722458 = -3290100.602087
  nChanged 7
		SP:Iteration 95Q (4976.940000 sec): 3 clusters
  Score: Raw -3295100.512167 + Penalty 4997.722458 = -3290102.789709
  nChanged 9
		SP:Iteration 96Q (4977.010000 sec): 3 clusters
  Score: Raw -3295104.352768 + Penalty 4997.722458 = -3290106.630310
  nChanged 7
		SP:Iteration 97Q (4977.070000 sec): 3 clusters
  Score: Raw -3295106.377606 + Penalty 4997.722458 = -3290108.655147
  nChanged 6
		SP:Iteration 98Q (4977.140000 sec): 3 clusters
  Score: Raw -3295107.894823 + Penalty 4997.722458 = -3290110.172365
  nChanged 7
		SP:Iteration 99Q (4977.200000 sec): 3 clusters
  Score: Raw -3295109.368695 + Penalty 4997.722458 = -3290111.646237
  nChanged 5
		SP:Iteration 100F (4977.280000 sec): 3 clusters
  Score: Raw -3295110.792058 + Penalty 4997.722458 = -3290113.069600
  nChanged 8
		SP:Iteration 101Q (4977.350000 sec): 3 clusters
  Score: Raw -3295114.434470 + Penalty 4997.722458 = -3290116.712012
  nChanged 7
		SP:Iteration 102Q (4977.410000 sec): 3 clusters
  Score: Raw -3295116.190876 + Penalty 4997.722458 = -3290118.468418
  nChanged 4
		SP:Iteration 103Q (4977.470000 sec): 3 clusters
  Score: Raw -3295117.052804 + Penalty 4997.722458 = -3290119.330345
  nChanged 2
		SP:Iteration 104Q (4977.540000 sec): 3 clusters
  Score: Raw -3295117.589944 + Penalty 4997.722458 = -3290119.867486
  nChanged 1
		SP:Iteration 105Q (4977.600000 sec): 3 clusters
  Score: Raw -3295117.905964 + Penalty 4997.722458 = -3290120.183506
  nChanged 1
		SP:Iteration 106Q (4977.660000 sec): 3 clusters
  Score: Raw -3295118.487200 + Penalty 4997.722458 = -3290120.764742
  nChanged 3
		SP:Iteration 107Q (4977.730000 sec): 3 clusters
  Score: Raw -3295119.742618 + Penalty 4997.722458 = -3290122.020160
  nChanged 5
		SP:Iteration 108Q (4977.790000 sec): 3 clusters
  Score: Raw -3295120.861566 + Penalty 4997.722458 = -3290123.139108
  nChanged 3
		SP:Iteration 109Q (4977.860000 sec): 3 clusters
  Score: Raw -3295122.083957 + Penalty 4997.722458 = -3290124.361499
  nChanged 7
		SP:Iteration 110Q (4977.920000 sec): 3 clusters
  Score: Raw -3295125.261923 + Penalty 4997.722458 = -3290127.539465
  nChanged 8
		SP:Iteration 111Q (4977.980000 sec): 3 clusters
  Score: Raw -3295128.816742 + Penalty 4997.722458 = -3290131.094284
  nChanged 10
		SP:Iteration 112Q (4978.040000 sec): 3 clusters
  Score: Raw -3295132.360811 + Penalty 4997.722458 = -3290134.638353
  nChanged 5
		SP:Iteration 113Q (4978.110000 sec): 3 clusters
  Score: Raw -3295133.501063 + Penalty 4997.722458 = -3290135.778605
  nChanged 2
		SP:Iteration 114Q (4978.170000 sec): 3 clusters
  Score: Raw -3295133.955315 + Penalty 4997.722458 = -3290136.232857
  nChanged 4
		SP:Iteration 115Q (4978.230000 sec): 3 clusters
  Score: Raw -3295134.917004 + Penalty 4997.722458 = -3290137.194546
  nChanged 2
		SP:Iteration 116Q (4978.300000 sec): 3 clusters
  Score: Raw -3295135.629256 + Penalty 4997.722458 = -3290137.906798
  nChanged 3
		SP:Iteration 117Q (4978.360000 sec): 3 clusters
  Score: Raw -3295136.443314 + Penalty 4997.722458 = -3290138.720856
  nChanged 3
		SP:Iteration 118Q (4978.420000 sec): 3 clusters
  Score: Raw -3295137.262187 + Penalty 4997.722458 = -3290139.539729
  nChanged 1
		SP:Iteration 119Q (4978.490000 sec): 3 clusters
  Score: Raw -3295137.317116 + Penalty 4997.722458 = -3290139.594658
  nChanged 1
		SP:Iteration 120F (4978.570000 sec): 3 clusters
  Score: Raw -3295137.571212 + Penalty 4997.722458 = -3290139.848753
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3440 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4978.590000 sec): 2 clusters
  Score: Raw -495015.663318 + Penalty 2019.520234 = -492996.143084
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4978.600000 sec): 3 clusters
  Score: Raw -493564.526901 + Penalty 4039.040468 = -489525.486433
  nChanged 1214
		SP:Iteration 1F (4978.620000 sec): 3 clusters
  Score: Raw -494373.206059 + Penalty 4039.040468 = -490334.165590
  nChanged 309
		SP:Iteration 2F (4978.630000 sec): 3 clusters
  Score: Raw -494671.088037 + Penalty 4039.040468 = -490632.047569
  nChanged 233
		SP:Iteration 3F (4978.640000 sec): 3 clusters
  Score: Raw -494901.010791 + Penalty 4039.040468 = -490861.970322
  nChanged 201
		SP:Iteration 4F (4978.650000 sec): 3 clusters
  Score: Raw -495126.178213 + Penalty 4039.040468 = -491087.137745
  nChanged 181
		SP:Iteration 5F (4978.660000 sec): 3 clusters
  Score: Raw -495320.197438 + Penalty 4039.040468 = -491281.156970
  nChanged 153
		SP:Iteration 6Q (4978.680000 sec): 3 clusters
  Score: Raw -495502.659402 + Penalty 4039.040468 = -491463.618934
  nChanged 151
		SP:Iteration 7Q (4978.690000 sec): 3 clusters
  Score: Raw -495695.419291 + Penalty 4039.040468 = -491656.378823
  nChanged 134
		SP:Iteration 8Q (4978.700000 sec): 3 clusters
  Score: Raw -495888.823959 + Penalty 4039.040468 = -491849.783490
  nChanged 122
		SP:Iteration 9Q (4978.710000 sec): 3 clusters
  Score: Raw -496039.232978 + Penalty 4039.040468 = -492000.192510
  nChanged 102
		SP:Iteration 10Q (4978.730000 sec): 3 clusters
  Score: Raw -496148.016087 + Penalty 4039.040468 = -492108.975619
  nChanged 95
		SP:Iteration 11Q (4978.740000 sec): 3 clusters
  Score: Raw -496268.706977 + Penalty 4039.040468 = -492229.666509
  nChanged 95
		SP:Iteration 12Q (4978.750000 sec): 3 clusters
  Score: Raw -496377.060915 + Penalty 4039.040468 = -492338.020447
  nChanged 85
		SP:Iteration 13Q (4978.760000 sec): 3 clusters
  Score: Raw -496462.941006 + Penalty 4039.040468 = -492423.900538
  nChanged 64
		SP:Iteration 14Q (4978.770000 sec): 3 clusters
  Score: Raw -496513.591576 + Penalty 4039.040468 = -492474.551108
  nChanged 51
		SP:Iteration 15Q (4978.790000 sec): 3 clusters
  Score: Raw -496555.868961 + Penalty 4039.040468 = -492516.828493
  nChanged 49
		SP:Iteration 16Q (4978.790000 sec): 3 clusters
  Score: Raw -496596.372886 + Penalty 4039.040468 = -492557.332418
  nChanged 44
		SP:Iteration 17Q (4978.810000 sec): 3 clusters
  Score: Raw -496628.074856 + Penalty 4039.040468 = -492589.034388
  nChanged 40
		SP:Iteration 18Q (4978.810000 sec): 3 clusters
  Score: Raw -496658.688903 + Penalty 4039.040468 = -492619.648435
  nChanged 34
		SP:Iteration 19Q (4978.830000 sec): 3 clusters
  Score: Raw -496680.379835 + Penalty 4039.040468 = -492641.339366
  nChanged 26
		SP:Iteration 20F (4978.840000 sec): 3 clusters
  Score: Raw -496697.367928 + Penalty 4039.040468 = -492658.327459
  nChanged 22
		SP:Iteration 21Q (4978.850000 sec): 3 clusters
  Score: Raw -496709.644298 + Penalty 4039.040468 = -492670.603829
  nChanged 14
		SP:Iteration 22Q (4978.860000 sec): 3 clusters
  Score: Raw -496716.145561 + Penalty 4039.040468 = -492677.105093
  nChanged 8
		SP:Iteration 23Q (4978.870000 sec): 3 clusters
  Score: Raw -496718.798669 + Penalty 4039.040468 = -492679.758201
  nChanged 8
		SP:Iteration 24Q (4978.880000 sec): 3 clusters
  Score: Raw -496721.732061 + Penalty 4039.040468 = -492682.691593
  nChanged 4
		SP:Iteration 25Q (4978.890000 sec): 3 clusters
  Score: Raw -496723.069321 + Penalty 4039.040468 = -492684.028852
  nChanged 5
		SP:Iteration 26Q (4978.900000 sec): 3 clusters
  Score: Raw -496725.203948 + Penalty 4039.040468 = -492686.163480
  nChanged 5
		SP:Iteration 27Q (4978.910000 sec): 3 clusters
  Score: Raw -496726.729601 + Penalty 4039.040468 = -492687.689133
  nChanged 2
		SP:Iteration 28Q (4978.920000 sec): 3 clusters
  Score: Raw -496727.489596 + Penalty 4039.040468 = -492688.449128
  nChanged 2
		SP:Iteration 29Q (4978.930000 sec): 3 clusters
  Score: Raw -496727.937324 + Penalty 4039.040468 = -492688.896856
  nChanged 3
		SP:Iteration 30Q (4978.940000 sec): 3 clusters
  Score: Raw -496729.930643 + Penalty 4039.040468 = -492690.890175
  nChanged 5
		SP:Iteration 31Q (4978.950000 sec): 3 clusters
  Score: Raw -496732.170028 + Penalty 4039.040468 = -492693.129560
  nChanged 3
		SP:Iteration 32Q (4978.960000 sec): 3 clusters
  Score: Raw -496733.778527 + Penalty 4039.040468 = -492694.738059
  nChanged 4
		SP:Iteration 33Q (4978.970000 sec): 3 clusters
  Score: Raw -496735.848140 + Penalty 4039.040468 = -492696.807672
  nChanged 3
		SP:Iteration 34Q (4978.980000 sec): 3 clusters
  Score: Raw -496736.813307 + Penalty 4039.040468 = -492697.772839
  nChanged 2
		SP:Iteration 35Q (4978.990000 sec): 3 clusters
  Score: Raw -496738.557477 + Penalty 4039.040468 = -492699.517008
  nChanged 5
		SP:Iteration 36Q (4979.000000 sec): 3 clusters
  Score: Raw -496740.798749 + Penalty 4039.040468 = -492701.758281
  nChanged 5
		SP:Iteration 37Q (4979.010000 sec): 3 clusters
  Score: Raw -496743.192868 + Penalty 4039.040468 = -492704.152400
  nChanged 3
		SP:Iteration 38Q (4979.020000 sec): 3 clusters
  Score: Raw -496744.061429 + Penalty 4039.040468 = -492705.020961
  nChanged 1
		SP:Iteration 39Q (4979.030000 sec): 3 clusters
  Score: Raw -496744.458724 + Penalty 4039.040468 = -492705.418256
  nChanged 4
		SP:Iteration 40F (4979.040000 sec): 3 clusters
  Score: Raw -496746.280666 + Penalty 4039.040468 = -492707.240198
  nChanged 2
		SP:Iteration 41Q (4979.050000 sec): 3 clusters
  Score: Raw -496747.288153 + Penalty 4039.040468 = -492708.247685
  nChanged 1
		SP:Iteration 42Q (4979.060000 sec): 3 clusters
  Score: Raw -496747.493927 + Penalty 4039.040468 = -492708.453459
  nChanged 0
		SP:Iteration 43F (4979.070000 sec): 3 clusters
  Score: Raw -496747.493927 + Penalty 4039.040468 = -492708.453459
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4979.080000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4979.080000 sec): 3 clusters
  Score: Raw -126936.352383 + Penalty 3350.283633 = -123586.068750
  nChanged 203
		SP:Iteration 1F (4979.090000 sec): 3 clusters
  Score: Raw -127170.351304 + Penalty 3350.283633 = -123820.067670
  nChanged 40
		SP:Iteration 2Q (4979.090000 sec): 3 clusters
  Score: Raw -127232.121115 + Penalty 3350.283633 = -123881.837481
  nChanged 12
		SP:Iteration 3Q (4979.090000 sec): 3 clusters
  Score: Raw -127253.771412 + Penalty 3350.283633 = -123903.487779
  nChanged 13
		SP:Iteration 4Q (4979.090000 sec): 3 clusters
  Score: Raw -127288.065498 + Penalty 3350.283633 = -123937.781865
  nChanged 15
		SP:Iteration 5Q (4979.100000 sec): 3 clusters
  Score: Raw -127310.230214 + Penalty 3350.283633 = -123959.946581
  nChanged 11
		SP:Iteration 6Q (4979.100000 sec): 3 clusters
  Score: Raw -127327.741733 + Penalty 3350.283633 = -123977.458099
  nChanged 7
		SP:Iteration 7Q (4979.100000 sec): 3 clusters
  Score: Raw -127337.222490 + Penalty 3350.283633 = -123986.938856
  nChanged 6
		SP:Iteration 8Q (4979.110000 sec): 3 clusters
  Score: Raw -127346.725344 + Penalty 3350.283633 = -123996.441710
  nChanged 3
		SP:Iteration 9Q (4979.110000 sec): 3 clusters
  Score: Raw -127357.589501 + Penalty 3350.283633 = -124007.305868
  nChanged 3
		SP:Iteration 10Q (4979.110000 sec): 3 clusters
  Score: Raw -127360.479592 + Penalty 3350.283633 = -124010.195959
  nChanged 4
		SP:Iteration 11Q (4979.110000 sec): 3 clusters
  Score: Raw -127363.321495 + Penalty 3350.283633 = -124013.037862
  nChanged 4
		SP:Iteration 12Q (4979.120000 sec): 3 clusters
  Score: Raw -127369.410372 + Penalty 3350.283633 = -124019.126738
  nChanged 3
		SP:Iteration 13Q (4979.120000 sec): 3 clusters
  Score: Raw -127372.525024 + Penalty 3350.283633 = -124022.241391
  nChanged 1
		SP:Iteration 14Q (4979.120000 sec): 3 clusters
  Score: Raw -127373.137919 + Penalty 3350.283633 = -124022.854285
  nChanged 0
		SP:Iteration 15F (4979.130000 sec): 3 clusters
  Score: Raw -127373.137919 + Penalty 3350.283633 = -124022.854285
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (1294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4979.130000 sec): 2 clusters
  Score: Raw -159837.689203 + Penalty 1777.042382 = -158060.646821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4979.140000 sec): 3 clusters
  Score: Raw -159576.118687 + Penalty 3554.084764 = -156022.033923
  nChanged 414
		SP:Iteration 1F (4979.140000 sec): 3 clusters
  Score: Raw -161156.956036 + Penalty 3554.084764 = -157602.871273
  nChanged 192
		SP:Iteration 2F (4979.150000 sec): 3 clusters
  Score: Raw -162239.735427 + Penalty 3554.084764 = -158685.650663
  nChanged 149
		SP:Iteration 3F (4979.150000 sec): 3 clusters
  Score: Raw -162842.090553 + Penalty 3554.084764 = -159288.005790
  nChanged 81
		SP:Iteration 4F (4979.160000 sec): 3 clusters
  Score: Raw -163245.808985 + Penalty 3554.084764 = -159691.724221
  nChanged 54
		SP:Iteration 5Q (4979.160000 sec): 3 clusters
  Score: Raw -163444.518127 + Penalty 3554.084764 = -159890.433363
  nChanged 25
		SP:Iteration 6Q (4979.160000 sec): 3 clusters
  Score: Raw -163532.396605 + Penalty 3554.084764 = -159978.311841
  nChanged 15
		SP:Iteration 7Q (4979.170000 sec): 3 clusters
  Score: Raw -163562.807545 + Penalty 3554.084764 = -160008.722781
  nChanged 13
		SP:Iteration 8Q (4979.170000 sec): 3 clusters
  Score: Raw -163605.566429 + Penalty 3554.084764 = -160051.481666
  nChanged 9
		SP:Iteration 9Q (4979.170000 sec): 3 clusters
  Score: Raw -163640.403239 + Penalty 3554.084764 = -160086.318476
  nChanged 8
		SP:Iteration 10Q (4979.180000 sec): 3 clusters
  Score: Raw -163664.865464 + Penalty 3554.084764 = -160110.780700
  nChanged 4
		SP:Iteration 11Q (4979.180000 sec): 3 clusters
  Score: Raw -163679.238912 + Penalty 3554.084764 = -160125.154149
  nChanged 2
		SP:Iteration 12Q (4979.190000 sec): 3 clusters
  Score: Raw -163686.144603 + Penalty 3554.084764 = -160132.059839
  nChanged 2
		SP:Iteration 13Q (4979.190000 sec): 3 clusters
  Score: Raw -163692.174201 + Penalty 3554.084764 = -160138.089437
  nChanged 2
		SP:Iteration 14Q (4979.190000 sec): 3 clusters
  Score: Raw -163695.947425 + Penalty 3554.084764 = -160141.862661
  nChanged 2
		SP:Iteration 15Q (4979.190000 sec): 3 clusters
  Score: Raw -163699.679222 + Penalty 3554.084764 = -160145.594458
  nChanged 2
		SP:Iteration 16Q (4979.200000 sec): 3 clusters
  Score: Raw -163702.863045 + Penalty 3554.084764 = -160148.778282
  nChanged 5
		SP:Iteration 17Q (4979.200000 sec): 3 clusters
  Score: Raw -163715.829199 + Penalty 3554.084764 = -160161.744435
  nChanged 2
		SP:Iteration 18Q (4979.200000 sec): 3 clusters
  Score: Raw -163721.791135 + Penalty 3554.084764 = -160167.706372
  nChanged 3
		SP:Iteration 19Q (4979.210000 sec): 3 clusters
  Score: Raw -163729.378187 + Penalty 3554.084764 = -160175.293423
  nChanged 5
		SP:Iteration 20F (4979.210000 sec): 3 clusters
  Score: Raw -163741.852387 + Penalty 3554.084764 = -160187.767623
  nChanged 5
		SP:Iteration 21Q (4979.210000 sec): 3 clusters
  Score: Raw -163759.005950 + Penalty 3554.084764 = -160204.921186
  nChanged 2
		SP:Iteration 22Q (4979.220000 sec): 3 clusters
  Score: Raw -163766.048000 + Penalty 3554.084764 = -160211.963236
  nChanged 1
		SP:Iteration 23Q (4979.220000 sec): 3 clusters
  Score: Raw -163775.513019 + Penalty 3554.084764 = -160221.428255
  nChanged 1
		SP:Iteration 24Q (4979.230000 sec): 3 clusters
  Score: Raw -163780.737961 + Penalty 3554.084764 = -160226.653197
  nChanged 2
		SP:Iteration 25Q (4979.230000 sec): 3 clusters
  Score: Raw -163802.769114 + Penalty 3554.084764 = -160248.684351
  nChanged 2
		SP:Iteration 26Q (4979.230000 sec): 3 clusters
  Score: Raw -163822.737577 + Penalty 3554.084764 = -160268.652813
  nChanged 0
		SP:Iteration 27F (4979.240000 sec): 3 clusters
  Score: Raw -163822.737577 + Penalty 3554.084764 = -160268.652813
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 29.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4979.290000 sec): 2 clusters
  Score: Raw -2044294.936569 + Penalty 2362.219373 = -2041932.717196
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4979.340000 sec): 3 clusters
  Score: Raw -2036631.300082 + Penalty 4724.438746 = -2031906.861336
  nChanged 5861
		SP:Iteration 1F (4979.390000 sec): 3 clusters
  Score: Raw -2039812.744373 + Penalty 4724.438746 = -2035088.305627
  nChanged 840
		SP:Iteration 2F (4979.430000 sec): 3 clusters
  Score: Raw -2040153.136543 + Penalty 4724.438746 = -2035428.697798
  nChanged 640
		SP:Iteration 3Q (4979.480000 sec): 3 clusters
  Score: Raw -2040404.994843 + Penalty 4724.438746 = -2035680.556097
  nChanged 559
		SP:Iteration 4Q (4979.530000 sec): 3 clusters
  Score: Raw -2040617.003740 + Penalty 4724.438746 = -2035892.564994
  nChanged 474
		SP:Iteration 5Q (4979.580000 sec): 3 clusters
  Score: Raw -2040812.436662 + Penalty 4724.438746 = -2036087.997916
  nChanged 486
		SP:Iteration 6Q (4979.630000 sec): 3 clusters
  Score: Raw -2041036.167934 + Penalty 4724.438746 = -2036311.729188
  nChanged 505
		SP:Iteration 7Q (4979.680000 sec): 3 clusters
  Score: Raw -2041265.266228 + Penalty 4724.438746 = -2036540.827482
  nChanged 518
		SP:Iteration 8Q (4979.730000 sec): 3 clusters
  Score: Raw -2041521.061243 + Penalty 4724.438746 = -2036796.622497
  nChanged 550
		SP:Iteration 9Q (4979.780000 sec): 3 clusters
  Score: Raw -2041799.318985 + Penalty 4724.438746 = -2037074.880239
  nChanged 528
		SP:Iteration 10Q (4979.830000 sec): 3 clusters
  Score: Raw -2042112.816617 + Penalty 4724.438746 = -2037388.377871
  nChanged 597
		SP:Iteration 11Q (4979.880000 sec): 3 clusters
  Score: Raw -2042542.914595 + Penalty 4724.438746 = -2037818.475849
  nChanged 602
		SP:Iteration 12Q (4979.930000 sec): 3 clusters
  Score: Raw -2042999.194838 + Penalty 4724.438746 = -2038274.756092
  nChanged 529
		SP:Iteration 13Q (4979.970000 sec): 3 clusters
  Score: Raw -2043427.434016 + Penalty 4724.438746 = -2038702.995270
  nChanged 402
		SP:Iteration 14Q (4980.020000 sec): 3 clusters
  Score: Raw -2043761.857466 + Penalty 4724.438746 = -2039037.418720
  nChanged 338
		SP:Iteration 15Q (4980.070000 sec): 3 clusters
  Score: Raw -2044045.963214 + Penalty 4724.438746 = -2039321.524468
  nChanged 238
		SP:Iteration 16Q (4980.110000 sec): 3 clusters
  Score: Raw -2044237.404699 + Penalty 4724.438746 = -2039512.965954
  nChanged 175
		SP:Iteration 17Q (4980.150000 sec): 3 clusters
  Score: Raw -2044354.331903 + Penalty 4724.438746 = -2039629.893158
  nChanged 112
		SP:Iteration 18Q (4980.190000 sec): 3 clusters
  Score: Raw -2044412.474121 + Penalty 4724.438746 = -2039688.035375
  nChanged 82
		SP:Iteration 19Q (4980.230000 sec): 3 clusters
  Score: Raw -2044453.067657 + Penalty 4724.438746 = -2039728.628911
  nChanged 81
		SP:Iteration 20F (4980.280000 sec): 3 clusters
  Score: Raw -2044497.491559 + Penalty 4724.438746 = -2039773.052813
  nChanged 49
		SP:Iteration 21Q (4980.320000 sec): 3 clusters
  Score: Raw -2044522.573914 + Penalty 4724.438746 = -2039798.135168
  nChanged 37
		SP:Iteration 22Q (4980.360000 sec): 3 clusters
  Score: Raw -2044536.556901 + Penalty 4724.438746 = -2039812.118156
  nChanged 29
		SP:Iteration 23Q (4980.400000 sec): 3 clusters
  Score: Raw -2044551.556339 + Penalty 4724.438746 = -2039827.117593
  nChanged 23
		SP:Iteration 24Q (4980.430000 sec): 3 clusters
  Score: Raw -2044560.846916 + Penalty 4724.438746 = -2039836.408170
  nChanged 20
		SP:Iteration 25Q (4980.470000 sec): 3 clusters
  Score: Raw -2044569.874336 + Penalty 4724.438746 = -2039845.435590
  nChanged 17
		SP:Iteration 26Q (4980.510000 sec): 3 clusters
  Score: Raw -2044576.679314 + Penalty 4724.438746 = -2039852.240569
  nChanged 11
		SP:Iteration 27Q (4980.550000 sec): 3 clusters
  Score: Raw -2044582.053050 + Penalty 4724.438746 = -2039857.614304
  nChanged 15
		SP:Iteration 28Q (4980.580000 sec): 3 clusters
  Score: Raw -2044588.295135 + Penalty 4724.438746 = -2039863.856389
  nChanged 19
		SP:Iteration 29Q (4980.620000 sec): 3 clusters
  Score: Raw -2044598.825307 + Penalty 4724.438746 = -2039874.386562
  nChanged 18
		SP:Iteration 30Q (4980.660000 sec): 3 clusters
  Score: Raw -2044607.694427 + Penalty 4724.438746 = -2039883.255681
  nChanged 21
		SP:Iteration 31Q (4980.690000 sec): 3 clusters
  Score: Raw -2044618.477521 + Penalty 4724.438746 = -2039894.038776
  nChanged 15
		SP:Iteration 32Q (4980.730000 sec): 3 clusters
  Score: Raw -2044625.220387 + Penalty 4724.438746 = -2039900.781641
  nChanged 4
		SP:Iteration 33Q (4980.770000 sec): 3 clusters
  Score: Raw -2044627.185042 + Penalty 4724.438746 = -2039902.746296
  nChanged 3
		SP:Iteration 34Q (4980.810000 sec): 3 clusters
  Score: Raw -2044628.028515 + Penalty 4724.438746 = -2039903.589769
  nChanged 1
		SP:Iteration 35Q (4980.840000 sec): 3 clusters
  Score: Raw -2044628.310608 + Penalty 4724.438746 = -2039903.871862
  nChanged 1
		SP:Iteration 36Q (4980.880000 sec): 3 clusters
  Score: Raw -2044628.822704 + Penalty 4724.438746 = -2039904.383958
  nChanged 2
		SP:Iteration 37Q (4980.920000 sec): 3 clusters
  Score: Raw -2044629.768628 + Penalty 4724.438746 = -2039905.329882
  nChanged 2
		SP:Iteration 38Q (4980.950000 sec): 3 clusters
  Score: Raw -2044630.921910 + Penalty 4724.438746 = -2039906.483165
  nChanged 5
		SP:Iteration 39Q (4980.990000 sec): 3 clusters
  Score: Raw -2044633.241331 + Penalty 4724.438746 = -2039908.802585
  nChanged 4
		SP:Iteration 40F (4981.040000 sec): 3 clusters
  Score: Raw -2044634.836630 + Penalty 4724.438746 = -2039910.397885
  nChanged 2
		SP:Iteration 41Q (4981.080000 sec): 3 clusters
  Score: Raw -2044635.233679 + Penalty 4724.438746 = -2039910.794933
  nChanged 0
		SP:Iteration 42F (4981.130000 sec): 3 clusters
  Score: Raw -2044635.233679 + Penalty 4724.438746 = -2039910.794933
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69725 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4981.360000 sec): 2 clusters
  Score: Raw -10196498.751899 + Penalty 2765.773925 = -10193732.977974
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4981.620000 sec): 3 clusters
  Score: Raw -10152458.735221 + Penalty 5531.547849 = -10146927.187372
  nChanged 32509
		SP:Iteration 1F (4981.870000 sec): 3 clusters
  Score: Raw -10170896.436588 + Penalty 5531.547849 = -10165364.888738
  nChanged 2706
		SP:Iteration 2Q (4982.130000 sec): 3 clusters
  Score: Raw -10171804.236385 + Penalty 5531.547849 = -10166272.688535
  nChanged 3128
		SP:Iteration 3Q (4982.400000 sec): 3 clusters
  Score: Raw -10173163.519376 + Penalty 5531.547849 = -10167631.971526
  nChanged 3879
		SP:Iteration 4F (4982.650000 sec): 3 clusters
  Score: Raw -10175308.727992 + Penalty 5531.547849 = -10169777.180143
  nChanged 4973
		SP:Iteration 5F (4982.910000 sec): 3 clusters
  Score: Raw -10178849.595869 + Penalty 5531.547849 = -10173318.048019
  nChanged 6004
		SP:Iteration 6F (4983.170000 sec): 3 clusters
  Score: Raw -10184099.453323 + Penalty 5531.547849 = -10178567.905474
  nChanged 5965
		SP:Iteration 7F (4983.420000 sec): 3 clusters
  Score: Raw -10189979.998639 + Penalty 5531.547849 = -10184448.450790
  nChanged 4127
		SP:Iteration 8F (4983.670000 sec): 3 clusters
  Score: Raw -10194037.156254 + Penalty 5531.547849 = -10188505.608404
  nChanged 1848
		SP:Iteration 9Q (4983.890000 sec): 3 clusters
  Score: Raw -10195784.101724 + Penalty 5531.547849 = -10190252.553874
  nChanged 611
		SP:Iteration 10Q (4984.090000 sec): 3 clusters
  Score: Raw -10196366.844247 + Penalty 5531.547849 = -10190835.296397
  nChanged 174
		SP:Iteration 11Q (4984.280000 sec): 3 clusters
  Score: Raw -10196586.940636 + Penalty 5531.547849 = -10191055.392787
  nChanged 72
		SP:Iteration 12Q (4984.450000 sec): 3 clusters
  Score: Raw -10196688.220800 + Penalty 5531.547849 = -10191156.672950
  nChanged 28
		SP:Iteration 13Q (4984.630000 sec): 3 clusters
  Score: Raw -10196729.798630 + Penalty 5531.547849 = -10191198.250780
  nChanged 21
		SP:Iteration 14Q (4984.810000 sec): 3 clusters
  Score: Raw -10196773.710424 + Penalty 5531.547849 = -10191242.162575
  nChanged 17
		SP:Iteration 15Q (4984.990000 sec): 3 clusters
  Score: Raw -10196804.940599 + Penalty 5531.547849 = -10191273.392749
  nChanged 11
		SP:Iteration 16Q (4985.160000 sec): 3 clusters
  Score: Raw -10196828.850173 + Penalty 5531.547849 = -10191297.302323
  nChanged 5
		SP:Iteration 17Q (4985.330000 sec): 3 clusters
  Score: Raw -10196836.491237 + Penalty 5531.547849 = -10191304.943388
  nChanged 2
		SP:Iteration 18Q (4985.510000 sec): 3 clusters
  Score: Raw -10196840.422830 + Penalty 5531.547849 = -10191308.874981
  nChanged 3
		SP:Iteration 19Q (4985.680000 sec): 3 clusters
  Score: Raw -10196843.038520 + Penalty 5531.547849 = -10191311.490671
  nChanged 2
		SP:Iteration 20F (4985.930000 sec): 3 clusters
  Score: Raw -10196847.108049 + Penalty 5531.547849 = -10191315.560200
  nChanged 1
		SP:Iteration 21Q (4986.110000 sec): 3 clusters
  Score: Raw -10196852.058870 + Penalty 5531.547849 = -10191320.511020
  nChanged 2
		SP:Iteration 22Q (4986.280000 sec): 3 clusters
  Score: Raw -10196856.435383 + Penalty 5531.547849 = -10191324.887533
  nChanged 1
		SP:Iteration 23Q (4986.450000 sec): 3 clusters
  Score: Raw -10196856.960204 + Penalty 5531.547849 = -10191325.412354
  nChanged 0
		SP:Iteration 24F (4986.710000 sec): 3 clusters
  Score: Raw -10196856.960204 + Penalty 5531.547849 = -10191325.412354
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2723 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4986.740000 sec): 2 clusters
  Score: Raw -385965.745451 + Penalty 1961.553394 = -384004.192057
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4986.750000 sec): 3 clusters
  Score: Raw -384816.685697 + Penalty 3923.106788 = -380893.578909
  nChanged 954
		SP:Iteration 1F (4986.760000 sec): 3 clusters
  Score: Raw -385406.813058 + Penalty 3923.106788 = -381483.706270
  nChanged 208
		SP:Iteration 2F (4986.770000 sec): 3 clusters
  Score: Raw -385551.340292 + Penalty 3923.106788 = -381628.233503
  nChanged 122
		SP:Iteration 3Q (4986.780000 sec): 3 clusters
  Score: Raw -385630.108511 + Penalty 3923.106788 = -381707.001723
  nChanged 82
		SP:Iteration 4Q (4986.790000 sec): 3 clusters
  Score: Raw -385680.983958 + Penalty 3923.106788 = -381757.877170
  nChanged 58
		SP:Iteration 5Q (4986.800000 sec): 3 clusters
  Score: Raw -385717.108954 + Penalty 3923.106788 = -381794.002165
  nChanged 40
		SP:Iteration 6Q (4986.810000 sec): 3 clusters
  Score: Raw -385739.451602 + Penalty 3923.106788 = -381816.344814
  nChanged 27
		SP:Iteration 7Q (4986.820000 sec): 3 clusters
  Score: Raw -385751.726316 + Penalty 3923.106788 = -381828.619528
  nChanged 19
		SP:Iteration 8Q (4986.830000 sec): 3 clusters
  Score: Raw -385763.787571 + Penalty 3923.106788 = -381840.680783
  nChanged 20
		SP:Iteration 9Q (4986.840000 sec): 3 clusters
  Score: Raw -385774.725267 + Penalty 3923.106788 = -381851.618479
  nChanged 20
		SP:Iteration 10Q (4986.850000 sec): 3 clusters
  Score: Raw -385786.773263 + Penalty 3923.106788 = -381863.666475
  nChanged 20
		SP:Iteration 11Q (4986.860000 sec): 3 clusters
  Score: Raw -385796.701427 + Penalty 3923.106788 = -381873.594638
  nChanged 18
		SP:Iteration 12Q (4986.870000 sec): 3 clusters
  Score: Raw -385806.480442 + Penalty 3923.106788 = -381883.373654
  nChanged 19
		SP:Iteration 13Q (4986.880000 sec): 3 clusters
  Score: Raw -385813.822332 + Penalty 3923.106788 = -381890.715543
  nChanged 8
		SP:Iteration 14Q (4986.890000 sec): 3 clusters
  Score: Raw -385819.127704 + Penalty 3923.106788 = -381896.020915
  nChanged 8
		SP:Iteration 15Q (4986.900000 sec): 3 clusters
  Score: Raw -385821.816028 + Penalty 3923.106788 = -381898.709240
  nChanged 7
		SP:Iteration 16Q (4986.910000 sec): 3 clusters
  Score: Raw -385825.407235 + Penalty 3923.106788 = -381902.300447
  nChanged 9
		SP:Iteration 17Q (4986.920000 sec): 3 clusters
  Score: Raw -385833.312275 + Penalty 3923.106788 = -381910.205486
  nChanged 9
		SP:Iteration 18Q (4986.930000 sec): 3 clusters
  Score: Raw -385839.245816 + Penalty 3923.106788 = -381916.139028
  nChanged 10
		SP:Iteration 19Q (4986.940000 sec): 3 clusters
  Score: Raw -385843.483362 + Penalty 3923.106788 = -381920.376574
  nChanged 7
		SP:Iteration 20F (4986.950000 sec): 3 clusters
  Score: Raw -385845.352271 + Penalty 3923.106788 = -381922.245482
  nChanged 3
		SP:Iteration 21Q (4986.950000 sec): 3 clusters
  Score: Raw -385847.059943 + Penalty 3923.106788 = -381923.953154
  nChanged 4
		SP:Iteration 22Q (4986.970000 sec): 3 clusters
  Score: Raw -385850.525374 + Penalty 3923.106788 = -381927.418586
  nChanged 8
		SP:Iteration 23Q (4986.970000 sec): 3 clusters
  Score: Raw -385854.616168 + Penalty 3923.106788 = -381931.509380
  nChanged 9
		SP:Iteration 24Q (4986.990000 sec): 3 clusters
  Score: Raw -385859.251765 + Penalty 3923.106788 = -381936.144976
  nChanged 8
		SP:Iteration 25Q (4986.990000 sec): 3 clusters
  Score: Raw -385862.519514 + Penalty 3923.106788 = -381939.412725
  nChanged 5
		SP:Iteration 26Q (4987.010000 sec): 3 clusters
  Score: Raw -385864.402532 + Penalty 3923.106788 = -381941.295743
  nChanged 2
		SP:Iteration 27Q (4987.010000 sec): 3 clusters
  Score: Raw -385865.208996 + Penalty 3923.106788 = -381942.102207
  nChanged 5
		SP:Iteration 28Q (4987.020000 sec): 3 clusters
  Score: Raw -385866.779746 + Penalty 3923.106788 = -381943.672958
  nChanged 3
		SP:Iteration 29Q (4987.030000 sec): 3 clusters
  Score: Raw -385867.556692 + Penalty 3923.106788 = -381944.449904
  nChanged 1
		SP:Iteration 30Q (4987.040000 sec): 3 clusters
  Score: Raw -385868.088220 + Penalty 3923.106788 = -381944.981432
  nChanged 0
		SP:Iteration 31F (4987.050000 sec): 3 clusters
  Score: Raw -385868.088220 + Penalty 3923.106788 = -381944.981432
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4987.060000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4987.060000 sec): 3 clusters
  Score: Raw -168819.369741 + Penalty 3494.272938 = -165325.096803
  nChanged 313
		SP:Iteration 1F (4987.060000 sec): 3 clusters
  Score: Raw -169125.170733 + Penalty 3494.272938 = -165630.897795
  nChanged 77
		SP:Iteration 2F (4987.070000 sec): 3 clusters
  Score: Raw -169212.660536 + Penalty 3494.272938 = -165718.387598
  nChanged 35
		SP:Iteration 3Q (4987.070000 sec): 3 clusters
  Score: Raw -169257.229519 + Penalty 3494.272938 = -165762.956581
  nChanged 22
		SP:Iteration 4Q (4987.080000 sec): 3 clusters
  Score: Raw -169277.748120 + Penalty 3494.272938 = -165783.475182
  nChanged 12
		SP:Iteration 5Q (4987.080000 sec): 3 clusters
  Score: Raw -169295.774495 + Penalty 3494.272938 = -165801.501557
  nChanged 7
		SP:Iteration 6Q (4987.090000 sec): 3 clusters
  Score: Raw -169301.491145 + Penalty 3494.272938 = -165807.218207
  nChanged 6
		SP:Iteration 7Q (4987.090000 sec): 3 clusters
  Score: Raw -169308.858274 + Penalty 3494.272938 = -165814.585336
  nChanged 7
		SP:Iteration 8Q (4987.090000 sec): 3 clusters
  Score: Raw -169318.167943 + Penalty 3494.272938 = -165823.895005
  nChanged 5
		SP:Iteration 9Q (4987.100000 sec): 3 clusters
  Score: Raw -169322.496859 + Penalty 3494.272938 = -165828.223921
  nChanged 5
		SP:Iteration 10Q (4987.100000 sec): 3 clusters
  Score: Raw -169326.603870 + Penalty 3494.272938 = -165832.330932
  nChanged 4
		SP:Iteration 11Q (4987.110000 sec): 3 clusters
  Score: Raw -169331.351402 + Penalty 3494.272938 = -165837.078464
  nChanged 3
		SP:Iteration 12Q (4987.110000 sec): 3 clusters
  Score: Raw -169335.533610 + Penalty 3494.272938 = -165841.260672
  nChanged 4
		SP:Iteration 13Q (4987.110000 sec): 3 clusters
  Score: Raw -169340.062748 + Penalty 3494.272938 = -165845.789810
  nChanged 3
		SP:Iteration 14Q (4987.120000 sec): 3 clusters
  Score: Raw -169343.132807 + Penalty 3494.272938 = -165848.859869
  nChanged 3
		SP:Iteration 15Q (4987.120000 sec): 3 clusters
  Score: Raw -169346.532019 + Penalty 3494.272938 = -165852.259081
  nChanged 2
		SP:Iteration 16Q (4987.130000 sec): 3 clusters
  Score: Raw -169348.667348 + Penalty 3494.272938 = -165854.394410
  nChanged 0
		SP:Iteration 17F (4987.130000 sec): 3 clusters
  Score: Raw -169348.667348 + Penalty 3494.272938 = -165854.394410
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1848 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4987.140000 sec): 2 clusters
  Score: Raw -257511.669752 + Penalty 1865.421095 = -255646.248658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4987.140000 sec): 3 clusters
  Score: Raw -257005.599514 + Penalty 3730.842189 = -253274.757325
  nChanged 623
		SP:Iteration 1F (4987.150000 sec): 3 clusters
  Score: Raw -257725.159564 + Penalty 3730.842189 = -253994.317375
  nChanged 194
		SP:Iteration 2F (4987.160000 sec): 3 clusters
  Score: Raw -257968.099157 + Penalty 3730.842189 = -254237.256968
  nChanged 105
		SP:Iteration 3F (4987.160000 sec): 3 clusters
  Score: Raw -258128.918113 + Penalty 3730.842189 = -254398.075924
  nChanged 95
		SP:Iteration 4F (4987.170000 sec): 3 clusters
  Score: Raw -258284.512875 + Penalty 3730.842189 = -254553.670686
  nChanged 74
		SP:Iteration 5Q (4987.180000 sec): 3 clusters
  Score: Raw -258400.228991 + Penalty 3730.842189 = -254669.386802
  nChanged 52
		SP:Iteration 6Q (4987.180000 sec): 3 clusters
  Score: Raw -258458.510645 + Penalty 3730.842189 = -254727.668456
  nChanged 29
		SP:Iteration 7Q (4987.190000 sec): 3 clusters
  Score: Raw -258478.568436 + Penalty 3730.842189 = -254747.726247
  nChanged 16
		SP:Iteration 8Q (4987.190000 sec): 3 clusters
  Score: Raw -258490.493512 + Penalty 3730.842189 = -254759.651323
  nChanged 11
		SP:Iteration 9Q (4987.200000 sec): 3 clusters
  Score: Raw -258500.630080 + Penalty 3730.842189 = -254769.787891
  nChanged 5
		SP:Iteration 10Q (4987.210000 sec): 3 clusters
  Score: Raw -258509.717195 + Penalty 3730.842189 = -254778.875006
  nChanged 4
		SP:Iteration 11Q (4987.210000 sec): 3 clusters
  Score: Raw -258517.354219 + Penalty 3730.842189 = -254786.512030
  nChanged 6
		SP:Iteration 12Q (4987.220000 sec): 3 clusters
  Score: Raw -258522.725178 + Penalty 3730.842189 = -254791.882988
  nChanged 1
		SP:Iteration 13Q (4987.230000 sec): 3 clusters
  Score: Raw -258523.003930 + Penalty 3730.842189 = -254792.161741
  nChanged 2
		SP:Iteration 14Q (4987.230000 sec): 3 clusters
  Score: Raw -258524.098185 + Penalty 3730.842189 = -254793.255996
  nChanged 1
		SP:Iteration 15Q (4987.240000 sec): 3 clusters
  Score: Raw -258524.553641 + Penalty 3730.842189 = -254793.711452
  nChanged 0
		SP:Iteration 16F (4987.250000 sec): 3 clusters
  Score: Raw -258524.553641 + Penalty 3730.842189 = -254793.711452
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (11492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4987.290000 sec): 2 clusters
  Score: Raw -1755432.024497 + Penalty 2318.652792 = -1753113.371705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4987.330000 sec): 3 clusters
  Score: Raw -1749113.672878 + Penalty 4637.305584 = -1744476.367294
  nChanged 4875
		SP:Iteration 1F (4987.370000 sec): 3 clusters
  Score: Raw -1751683.914943 + Penalty 4637.305584 = -1747046.609359
  nChanged 706
		SP:Iteration 2F (4987.410000 sec): 3 clusters
  Score: Raw -1752001.884815 + Penalty 4637.305584 = -1747364.579231
  nChanged 558
		SP:Iteration 3Q (4987.450000 sec): 3 clusters
  Score: Raw -1752224.329278 + Penalty 4637.305584 = -1747587.023694
  nChanged 423
		SP:Iteration 4Q (4987.490000 sec): 3 clusters
  Score: Raw -1752386.213266 + Penalty 4637.305584 = -1747748.907682
  nChanged 399
		SP:Iteration 5Q (4987.530000 sec): 3 clusters
  Score: Raw -1752543.579897 + Penalty 4637.305584 = -1747906.274313
  nChanged 387
		SP:Iteration 6Q (4987.570000 sec): 3 clusters
  Score: Raw -1752692.366839 + Penalty 4637.305584 = -1748055.061255
  nChanged 345
		SP:Iteration 7Q (4987.610000 sec): 3 clusters
  Score: Raw -1752803.509880 + Penalty 4637.305584 = -1748166.204296
  nChanged 285
		SP:Iteration 8Q (4987.650000 sec): 3 clusters
  Score: Raw -1752891.966181 + Penalty 4637.305584 = -1748254.660597
  nChanged 259
		SP:Iteration 9Q (4987.700000 sec): 3 clusters
  Score: Raw -1752967.907865 + Penalty 4637.305584 = -1748330.602281
  nChanged 219
		SP:Iteration 10Q (4987.740000 sec): 3 clusters
  Score: Raw -1753029.689550 + Penalty 4637.305584 = -1748392.383965
  nChanged 203
		SP:Iteration 11Q (4987.780000 sec): 3 clusters
  Score: Raw -1753088.358234 + Penalty 4637.305584 = -1748451.052649
  nChanged 193
		SP:Iteration 12Q (4987.820000 sec): 3 clusters
  Score: Raw -1753143.641614 + Penalty 4637.305584 = -1748506.336029
  nChanged 217
		SP:Iteration 13Q (4987.860000 sec): 3 clusters
  Score: Raw -1753207.833036 + Penalty 4637.305584 = -1748570.527451
  nChanged 214
		SP:Iteration 14Q (4987.900000 sec): 3 clusters
  Score: Raw -1753268.209110 + Penalty 4637.305584 = -1748630.903525
  nChanged 208
		SP:Iteration 15Q (4987.940000 sec): 3 clusters
  Score: Raw -1753334.177663 + Penalty 4637.305584 = -1748696.872078
  nChanged 223
		SP:Iteration 16Q (4987.980000 sec): 3 clusters
  Score: Raw -1753404.593146 + Penalty 4637.305584 = -1748767.287562
  nChanged 246
		SP:Iteration 17Q (4988.030000 sec): 3 clusters
  Score: Raw -1753496.013998 + Penalty 4637.305584 = -1748858.708414
  nChanged 263
		SP:Iteration 18Q (4988.070000 sec): 3 clusters
  Score: Raw -1753600.166183 + Penalty 4637.305584 = -1748962.860599
  nChanged 297
		SP:Iteration 19Q (4988.110000 sec): 3 clusters
  Score: Raw -1753727.877309 + Penalty 4637.305584 = -1749090.571725
  nChanged 326
		SP:Iteration 20F (4988.150000 sec): 3 clusters
  Score: Raw -1753892.485301 + Penalty 4637.305584 = -1749255.179717
  nChanged 347
		SP:Iteration 21Q (4988.190000 sec): 3 clusters
  Score: Raw -1754090.093701 + Penalty 4637.305584 = -1749452.788117
  nChanged 384
		SP:Iteration 22Q (4988.230000 sec): 3 clusters
  Score: Raw -1754315.147694 + Penalty 4637.305584 = -1749677.842110
  nChanged 388
		SP:Iteration 23Q (4988.270000 sec): 3 clusters
  Score: Raw -1754553.022257 + Penalty 4637.305584 = -1749915.716673
  nChanged 373
		SP:Iteration 24Q (4988.310000 sec): 3 clusters
  Score: Raw -1754801.956463 + Penalty 4637.305584 = -1750164.650879
  nChanged 352
		SP:Iteration 25Q (4988.350000 sec): 3 clusters
  Score: Raw -1755034.725071 + Penalty 4637.305584 = -1750397.419487
  nChanged 272
		SP:Iteration 26Q (4988.390000 sec): 3 clusters
  Score: Raw -1755226.054233 + Penalty 4637.305584 = -1750588.748649
  nChanged 213
		SP:Iteration 27Q (4988.430000 sec): 3 clusters
  Score: Raw -1755379.395282 + Penalty 4637.305584 = -1750742.089698
  nChanged 175
		SP:Iteration 28Q (4988.470000 sec): 3 clusters
  Score: Raw -1755514.508830 + Penalty 4637.305584 = -1750877.203246
  nChanged 134
		SP:Iteration 29Q (4988.510000 sec): 3 clusters
  Score: Raw -1755621.817877 + Penalty 4637.305584 = -1750984.512292
  nChanged 94
		SP:Iteration 30Q (4988.550000 sec): 3 clusters
  Score: Raw -1755688.240761 + Penalty 4637.305584 = -1751050.935177
  nChanged 48
		SP:Iteration 31Q (4988.590000 sec): 3 clusters
  Score: Raw -1755717.015182 + Penalty 4637.305584 = -1751079.709598
  nChanged 32
		SP:Iteration 32Q (4988.620000 sec): 3 clusters
  Score: Raw -1755740.702633 + Penalty 4637.305584 = -1751103.397049
  nChanged 27
		SP:Iteration 33Q (4988.660000 sec): 3 clusters
  Score: Raw -1755760.883913 + Penalty 4637.305584 = -1751123.578328
  nChanged 16
		SP:Iteration 34Q (4988.690000 sec): 3 clusters
  Score: Raw -1755772.127029 + Penalty 4637.305584 = -1751134.821444
  nChanged 15
		SP:Iteration 35Q (4988.730000 sec): 3 clusters
  Score: Raw -1755783.193080 + Penalty 4637.305584 = -1751145.887495
  nChanged 13
		SP:Iteration 36Q (4988.760000 sec): 3 clusters
  Score: Raw -1755794.337604 + Penalty 4637.305584 = -1751157.032020
  nChanged 12
		SP:Iteration 37Q (4988.800000 sec): 3 clusters
  Score: Raw -1755803.122585 + Penalty 4637.305584 = -1751165.817001
  nChanged 15
		SP:Iteration 38Q (4988.830000 sec): 3 clusters
  Score: Raw -1755815.918669 + Penalty 4637.305584 = -1751178.613084
  nChanged 12
		SP:Iteration 39Q (4988.870000 sec): 3 clusters
  Score: Raw -1755825.576389 + Penalty 4637.305584 = -1751188.270805
  nChanged 10
		SP:Iteration 40F (4988.910000 sec): 3 clusters
  Score: Raw -1755833.596431 + Penalty 4637.305584 = -1751196.290846
  nChanged 6
		SP:Iteration 41Q (4988.940000 sec): 3 clusters
  Score: Raw -1755839.208075 + Penalty 4637.305584 = -1751201.902490
  nChanged 3
		SP:Iteration 42Q (4988.970000 sec): 3 clusters
  Score: Raw -1755841.677441 + Penalty 4637.305584 = -1751204.371856
  nChanged 4
		SP:Iteration 43Q (4989.010000 sec): 3 clusters
  Score: Raw -1755844.975250 + Penalty 4637.305584 = -1751207.669666
  nChanged 2
		SP:Iteration 44Q (4989.040000 sec): 3 clusters
  Score: Raw -1755845.807666 + Penalty 4637.305584 = -1751208.502082
  nChanged 0
		SP:Iteration 45F (4989.090000 sec): 3 clusters
  Score: Raw -1755845.807666 + Penalty 4637.305584 = -1751208.502082
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4989.130000 sec): 2 clusters
  Score: Raw -1988688.079008 + Penalty 2370.042129 = -1986318.036879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4989.180000 sec): 3 clusters
  Score: Raw -1980695.004697 + Penalty 4740.084257 = -1975954.920440
  nChanged 6029
		SP:Iteration 1F (4989.230000 sec): 3 clusters
  Score: Raw -1984050.730253 + Penalty 4740.084257 = -1979310.645996
  nChanged 899
		SP:Iteration 2F (4989.280000 sec): 3 clusters
  Score: Raw -1984455.450715 + Penalty 4740.084257 = -1979715.366457
  nChanged 722
		SP:Iteration 3F (4989.330000 sec): 3 clusters
  Score: Raw -1984777.838171 + Penalty 4740.084257 = -1980037.753913
  nChanged 651
		SP:Iteration 4Q (4989.380000 sec): 3 clusters
  Score: Raw -1985072.028299 + Penalty 4740.084257 = -1980331.944041
  nChanged 574
		SP:Iteration 5Q (4989.430000 sec): 3 clusters
  Score: Raw -1985338.461961 + Penalty 4740.084257 = -1980598.377703
  nChanged 576
		SP:Iteration 6Q (4989.490000 sec): 3 clusters
  Score: Raw -1985632.334010 + Penalty 4740.084257 = -1980892.249753
  nChanged 591
		SP:Iteration 7Q (4989.530000 sec): 3 clusters
  Score: Raw -1985952.681093 + Penalty 4740.084257 = -1981212.596835
  nChanged 555
		SP:Iteration 8Q (4989.590000 sec): 3 clusters
  Score: Raw -1986274.827167 + Penalty 4740.084257 = -1981534.742910
  nChanged 571
		SP:Iteration 9Q (4989.640000 sec): 3 clusters
  Score: Raw -1986669.101396 + Penalty 4740.084257 = -1981929.017138
  nChanged 591
		SP:Iteration 10Q (4989.690000 sec): 3 clusters
  Score: Raw -1987129.032212 + Penalty 4740.084257 = -1982388.947954
  nChanged 572
		SP:Iteration 11Q (4989.740000 sec): 3 clusters
  Score: Raw -1987644.845261 + Penalty 4740.084257 = -1982904.761003
  nChanged 504
		SP:Iteration 12Q (4989.790000 sec): 3 clusters
  Score: Raw -1988166.942215 + Penalty 4740.084257 = -1983426.857958
  nChanged 384
		SP:Iteration 13Q (4989.830000 sec): 3 clusters
  Score: Raw -1988585.617280 + Penalty 4740.084257 = -1983845.533022
  nChanged 296
		SP:Iteration 14Q (4989.880000 sec): 3 clusters
  Score: Raw -1988869.621474 + Penalty 4740.084257 = -1984129.537216
  nChanged 200
		SP:Iteration 15Q (4989.920000 sec): 3 clusters
  Score: Raw -1989029.846833 + Penalty 4740.084257 = -1984289.762575
  nChanged 141
		SP:Iteration 16Q (4989.960000 sec): 3 clusters
  Score: Raw -1989130.037333 + Penalty 4740.084257 = -1984389.953076
  nChanged 111
		SP:Iteration 17Q (4990.000000 sec): 3 clusters
  Score: Raw -1989203.457766 + Penalty 4740.084257 = -1984463.373509
  nChanged 73
		SP:Iteration 18Q (4990.040000 sec): 3 clusters
  Score: Raw -1989239.706882 + Penalty 4740.084257 = -1984499.622625
  nChanged 54
		SP:Iteration 19Q (4990.080000 sec): 3 clusters
  Score: Raw -1989265.701245 + Penalty 4740.084257 = -1984525.616988
  nChanged 36
		SP:Iteration 20F (4990.130000 sec): 3 clusters
  Score: Raw -1989286.695434 + Penalty 4740.084257 = -1984546.611177
  nChanged 38
		SP:Iteration 21Q (4990.170000 sec): 3 clusters
  Score: Raw -1989301.864197 + Penalty 4740.084257 = -1984561.779939
  nChanged 20
		SP:Iteration 22Q (4990.210000 sec): 3 clusters
  Score: Raw -1989309.784733 + Penalty 4740.084257 = -1984569.700475
  nChanged 12
		SP:Iteration 23Q (4990.250000 sec): 3 clusters
  Score: Raw -1989313.405806 + Penalty 4740.084257 = -1984573.321548
  nChanged 14
		SP:Iteration 24Q (4990.290000 sec): 3 clusters
  Score: Raw -1989318.348446 + Penalty 4740.084257 = -1984578.264189
  nChanged 14
		SP:Iteration 25Q (4990.330000 sec): 3 clusters
  Score: Raw -1989323.524401 + Penalty 4740.084257 = -1984583.440144
  nChanged 18
		SP:Iteration 26Q (4990.370000 sec): 3 clusters
  Score: Raw -1989329.270682 + Penalty 4740.084257 = -1984589.186425
  nChanged 4
		SP:Iteration 27Q (4990.400000 sec): 3 clusters
  Score: Raw -1989330.306552 + Penalty 4740.084257 = -1984590.222295
  nChanged 6
		SP:Iteration 28Q (4990.440000 sec): 3 clusters
  Score: Raw -1989331.499855 + Penalty 4740.084257 = -1984591.415597
  nChanged 3
		SP:Iteration 29Q (4990.480000 sec): 3 clusters
  Score: Raw -1989332.209791 + Penalty 4740.084257 = -1984592.125533
  nChanged 3
		SP:Iteration 30Q (4990.520000 sec): 3 clusters
  Score: Raw -1989333.153252 + Penalty 4740.084257 = -1984593.068995
  nChanged 5
		SP:Iteration 31Q (4990.560000 sec): 3 clusters
  Score: Raw -1989334.368925 + Penalty 4740.084257 = -1984594.284667
  nChanged 3
		SP:Iteration 32Q (4990.590000 sec): 3 clusters
  Score: Raw -1989335.204670 + Penalty 4740.084257 = -1984595.120412
  nChanged 3
		SP:Iteration 33Q (4990.630000 sec): 3 clusters
  Score: Raw -1989335.991535 + Penalty 4740.084257 = -1984595.907278
  nChanged 2
		SP:Iteration 34Q (4990.670000 sec): 3 clusters
  Score: Raw -1989337.008343 + Penalty 4740.084257 = -1984596.924085
  nChanged 1
		SP:Iteration 35Q (4990.710000 sec): 3 clusters
  Score: Raw -1989337.207560 + Penalty 4740.084257 = -1984597.123303
  nChanged 1
		SP:Iteration 36Q (4990.750000 sec): 3 clusters
  Score: Raw -1989337.342316 + Penalty 4740.084257 = -1984597.258058
  nChanged 1
		SP:Iteration 37Q (4990.790000 sec): 3 clusters
  Score: Raw -1989337.840550 + Penalty 4740.084257 = -1984597.756292
  nChanged 0
		SP:Iteration 38F (4990.840000 sec): 3 clusters
  Score: Raw -1989337.840550 + Penalty 4740.084257 = -1984597.756292
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4990.850000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4990.850000 sec): 3 clusters
  Score: Raw -73222.403039 + Penalty 3074.445443 = -70147.957596
  nChanged 89
		SP:Iteration 1F (4990.850000 sec): 3 clusters
  Score: Raw -73407.129548 + Penalty 3074.445443 = -70332.684105
  nChanged 16
		SP:Iteration 2Q (4990.850000 sec): 3 clusters
  Score: Raw -73442.393778 + Penalty 3074.445443 = -70367.948334
  nChanged 5
		SP:Iteration 3Q (4990.850000 sec): 3 clusters
  Score: Raw -73453.962578 + Penalty 3074.445443 = -70379.517135
  nChanged 7
		SP:Iteration 4Q (4990.850000 sec): 3 clusters
  Score: Raw -73471.210405 + Penalty 3074.445443 = -70396.764961
  nChanged 6
		SP:Iteration 5Q (4990.860000 sec): 3 clusters
  Score: Raw -73489.734448 + Penalty 3074.445443 = -70415.289005
  nChanged 5
		SP:Iteration 6Q (4990.860000 sec): 3 clusters
  Score: Raw -73498.387639 + Penalty 3074.445443 = -70423.942196
  nChanged 2
		SP:Iteration 7Q (4990.860000 sec): 3 clusters
  Score: Raw -73500.263298 + Penalty 3074.445443 = -70425.817855
  nChanged 0
		SP:Iteration 8F (4990.860000 sec): 3 clusters
  Score: Raw -73500.263298 + Penalty 3074.445443 = -70425.817855
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2176 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4990.870000 sec): 2 clusters
  Score: Raw -310094.928954 + Penalty 1905.940415 = -308188.988539
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4990.880000 sec): 3 clusters
  Score: Raw -309221.623892 + Penalty 3811.880830 = -305409.743062
  nChanged 723
		SP:Iteration 1F (4990.890000 sec): 3 clusters
  Score: Raw -309753.085646 + Penalty 3811.880830 = -305941.204816
  nChanged 149
		SP:Iteration 2F (4990.890000 sec): 3 clusters
  Score: Raw -309864.752561 + Penalty 3811.880830 = -306052.871731
  nChanged 79
		SP:Iteration 3Q (4990.900000 sec): 3 clusters
  Score: Raw -309928.292774 + Penalty 3811.880830 = -306116.411944
  nChanged 61
		SP:Iteration 4Q (4990.910000 sec): 3 clusters
  Score: Raw -309970.192191 + Penalty 3811.880830 = -306158.311362
  nChanged 37
		SP:Iteration 5Q (4990.920000 sec): 3 clusters
  Score: Raw -309994.461126 + Penalty 3811.880830 = -306182.580297
  nChanged 26
		SP:Iteration 6Q (4990.930000 sec): 3 clusters
  Score: Raw -310010.453705 + Penalty 3811.880830 = -306198.572876
  nChanged 20
		SP:Iteration 7Q (4990.930000 sec): 3 clusters
  Score: Raw -310021.569225 + Penalty 3811.880830 = -306209.688396
  nChanged 13
		SP:Iteration 8Q (4990.940000 sec): 3 clusters
  Score: Raw -310027.590679 + Penalty 3811.880830 = -306215.709849
  nChanged 11
		SP:Iteration 9Q (4990.950000 sec): 3 clusters
  Score: Raw -310032.139570 + Penalty 3811.880830 = -306220.258741
  nChanged 2
		SP:Iteration 10Q (4990.960000 sec): 3 clusters
  Score: Raw -310033.209650 + Penalty 3811.880830 = -306221.328821
  nChanged 1
		SP:Iteration 11Q (4990.970000 sec): 3 clusters
  Score: Raw -310033.519641 + Penalty 3811.880830 = -306221.638812
  nChanged 1
		SP:Iteration 12Q (4990.970000 sec): 3 clusters
  Score: Raw -310033.753728 + Penalty 3811.880830 = -306221.872899
  nChanged 0
		SP:Iteration 13F (4990.980000 sec): 3 clusters
  Score: Raw -310033.753728 + Penalty 3811.880830 = -306221.872899
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4991.090000 sec): 2 clusters
  Score: Raw -4638005.286736 + Penalty 2570.711947 = -4635434.574789
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4991.210000 sec): 3 clusters
  Score: Raw -4618885.159080 + Penalty 5141.423894 = -4613743.735185
  nChanged 14353
		SP:Iteration 1F (4991.320000 sec): 3 clusters
  Score: Raw -4626656.442692 + Penalty 5141.423894 = -4621515.018797
  nChanged 1424
		SP:Iteration 2Q (4991.440000 sec): 3 clusters
  Score: Raw -4627118.224076 + Penalty 5141.423894 = -4621976.800181
  nChanged 1297
		SP:Iteration 3Q (4991.560000 sec): 3 clusters
  Score: Raw -4627591.504881 + Penalty 5141.423894 = -4622450.080987
  nChanged 1329
		SP:Iteration 4Q (4991.680000 sec): 3 clusters
  Score: Raw -4628164.487635 + Penalty 5141.423894 = -4623023.063741
  nChanged 1522
		SP:Iteration 5Q (4991.800000 sec): 3 clusters
  Score: Raw -4628974.761300 + Penalty 5141.423894 = -4623833.337405
  nChanged 1773
		SP:Iteration 6F (4991.910000 sec): 3 clusters
  Score: Raw -4630122.261485 + Penalty 5141.423894 = -4624980.837591
  nChanged 2025
		SP:Iteration 7F (4992.030000 sec): 3 clusters
  Score: Raw -4631659.279152 + Penalty 5141.423894 = -4626517.855258
  nChanged 2106
		SP:Iteration 8F (4992.140000 sec): 3 clusters
  Score: Raw -4633424.593644 + Penalty 5141.423894 = -4628283.169750
  nChanged 1887
		SP:Iteration 9F (4992.260000 sec): 3 clusters
  Score: Raw -4635156.925936 + Penalty 5141.423894 = -4630015.502041
  nChanged 1519
		SP:Iteration 10Q (4992.370000 sec): 3 clusters
  Score: Raw -4636576.021809 + Penalty 5141.423894 = -4631434.597915
  nChanged 914
		SP:Iteration 11Q (4992.470000 sec): 3 clusters
  Score: Raw -4637396.214015 + Penalty 5141.423894 = -4632254.790120
  nChanged 423
		SP:Iteration 12Q (4992.560000 sec): 3 clusters
  Score: Raw -4637757.961986 + Penalty 5141.423894 = -4632616.538091
  nChanged 235
		SP:Iteration 13Q (4992.650000 sec): 3 clusters
  Score: Raw -4637978.304635 + Penalty 5141.423894 = -4632836.880741
  nChanged 137
		SP:Iteration 14Q (4992.730000 sec): 3 clusters
  Score: Raw -4638118.768268 + Penalty 5141.423894 = -4632977.344373
  nChanged 71
		SP:Iteration 15Q (4992.820000 sec): 3 clusters
  Score: Raw -4638194.231168 + Penalty 5141.423894 = -4633052.807274
  nChanged 37
		SP:Iteration 16Q (4992.900000 sec): 3 clusters
  Score: Raw -4638228.498195 + Penalty 5141.423894 = -4633087.074301
  nChanged 25
		SP:Iteration 17Q (4992.980000 sec): 3 clusters
  Score: Raw -4638255.192127 + Penalty 5141.423894 = -4633113.768233
  nChanged 18
		SP:Iteration 18Q (4993.060000 sec): 3 clusters
  Score: Raw -4638272.706849 + Penalty 5141.423894 = -4633131.282955
  nChanged 12
		SP:Iteration 19Q (4993.140000 sec): 3 clusters
  Score: Raw -4638284.423517 + Penalty 5141.423894 = -4633142.999623
  nChanged 11
		SP:Iteration 20F (4993.260000 sec): 3 clusters
  Score: Raw -4638294.326342 + Penalty 5141.423894 = -4633152.902448
  nChanged 5
		SP:Iteration 21Q (4993.340000 sec): 3 clusters
  Score: Raw -4638298.751606 + Penalty 5141.423894 = -4633157.327711
  nChanged 6
		SP:Iteration 22Q (4993.420000 sec): 3 clusters
  Score: Raw -4638303.521003 + Penalty 5141.423894 = -4633162.097109
  nChanged 1
		SP:Iteration 23Q (4993.500000 sec): 3 clusters
  Score: Raw -4638305.484132 + Penalty 5141.423894 = -4633164.060238
  nChanged 2
		SP:Iteration 24Q (4993.590000 sec): 3 clusters
  Score: Raw -4638307.475611 + Penalty 5141.423894 = -4633166.051717
  nChanged 3
		SP:Iteration 25Q (4993.670000 sec): 3 clusters
  Score: Raw -4638310.985385 + Penalty 5141.423894 = -4633169.561490
  nChanged 2
		SP:Iteration 26Q (4993.750000 sec): 3 clusters
  Score: Raw -4638313.119572 + Penalty 5141.423894 = -4633171.695677
  nChanged 1
		SP:Iteration 27Q (4993.830000 sec): 3 clusters
  Score: Raw -4638313.470817 + Penalty 5141.423894 = -4633172.046922
  nChanged 0
		SP:Iteration 28F (4993.940000 sec): 3 clusters
  Score: Raw -4638313.470817 + Penalty 5141.423894 = -4633172.046922
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4994.270000 sec): 2 clusters
  Score: Raw -14271812.684138 + Penalty 2850.668017 = -14268962.016121
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4994.630000 sec): 3 clusters
  Score: Raw -14209194.149512 + Penalty 5701.336035 = -14203492.813477
  nChanged 46207
		SP:Iteration 1F (4995.000000 sec): 3 clusters
  Score: Raw -14235929.844490 + Penalty 5701.336035 = -14230228.508455
  nChanged 3828
		SP:Iteration 2Q (4995.370000 sec): 3 clusters
  Score: Raw -14237183.768875 + Penalty 5701.336035 = -14231482.432841
  nChanged 4508
		SP:Iteration 3Q (4995.740000 sec): 3 clusters
  Score: Raw -14239064.504018 + Penalty 5701.336035 = -14233363.167983
  nChanged 5565
		SP:Iteration 4F (4996.110000 sec): 3 clusters
  Score: Raw -14242016.190886 + Penalty 5701.336035 = -14236314.854851
  nChanged 6726
		SP:Iteration 5F (4996.470000 sec): 3 clusters
  Score: Raw -14246434.469671 + Penalty 5701.336035 = -14240733.133636
  nChanged 7478
		SP:Iteration 6F (4996.830000 sec): 3 clusters
  Score: Raw -14252211.976688 + Penalty 5701.336035 = -14246510.640653
  nChanged 7111
		SP:Iteration 7F (4997.200000 sec): 3 clusters
  Score: Raw -14258299.004500 + Penalty 5701.336035 = -14252597.668465
  nChanged 5621
		SP:Iteration 8F (4997.560000 sec): 3 clusters
  Score: Raw -14263530.787474 + Penalty 5701.336035 = -14257829.451439
  nChanged 3688
		SP:Iteration 9Q (4997.910000 sec): 3 clusters
  Score: Raw -14267381.755241 + Penalty 5701.336035 = -14261680.419206
  nChanged 2179
		SP:Iteration 10Q (4998.230000 sec): 3 clusters
  Score: Raw -14269691.268205 + Penalty 5701.336035 = -14263989.932170
  nChanged 1347
		SP:Iteration 11Q (4998.530000 sec): 3 clusters
  Score: Raw -14270771.326791 + Penalty 5701.336035 = -14265069.990756
  nChanged 864
		SP:Iteration 12Q (4998.810000 sec): 3 clusters
  Score: Raw -14271297.154992 + Penalty 5701.336035 = -14265595.818957
  nChanged 588
		SP:Iteration 13Q (4999.080000 sec): 3 clusters
  Score: Raw -14271586.802413 + Penalty 5701.336035 = -14265885.466378
  nChanged 455
		SP:Iteration 14Q (4999.360000 sec): 3 clusters
  Score: Raw -14271787.772107 + Penalty 5701.336035 = -14266086.436072
  nChanged 404
		SP:Iteration 15Q (4999.630000 sec): 3 clusters
  Score: Raw -14271961.105308 + Penalty 5701.336035 = -14266259.769273
  nChanged 333
		SP:Iteration 16Q (4999.900000 sec): 3 clusters
  Score: Raw -14272082.586586 + Penalty 5701.336035 = -14266381.250551
  nChanged 253
		SP:Iteration 17Q (5000.170000 sec): 3 clusters
  Score: Raw -14272170.755141 + Penalty 5701.336035 = -14266469.419106
  nChanged 236
		SP:Iteration 18Q (5000.430000 sec): 3 clusters
  Score: Raw -14272243.369071 + Penalty 5701.336035 = -14266542.033036
  nChanged 197
		SP:Iteration 19Q (5000.700000 sec): 3 clusters
  Score: Raw -14272299.838996 + Penalty 5701.336035 = -14266598.502961
  nChanged 183
		SP:Iteration 20F (5001.060000 sec): 3 clusters
  Score: Raw -14272349.881877 + Penalty 5701.336035 = -14266648.545842
  nChanged 149
		SP:Iteration 21Q (5001.320000 sec): 3 clusters
  Score: Raw -14272388.106204 + Penalty 5701.336035 = -14266686.770169
  nChanged 122
		SP:Iteration 22Q (5001.590000 sec): 3 clusters
  Score: Raw -14272420.695117 + Penalty 5701.336035 = -14266719.359082
  nChanged 112
		SP:Iteration 23Q (5001.850000 sec): 3 clusters
  Score: Raw -14272450.661881 + Penalty 5701.336035 = -14266749.325846
  nChanged 96
		SP:Iteration 24Q (5002.120000 sec): 3 clusters
  Score: Raw -14272474.890576 + Penalty 5701.336035 = -14266773.554541
  nChanged 92
		SP:Iteration 25Q (5002.380000 sec): 3 clusters
  Score: Raw -14272496.136111 + Penalty 5701.336035 = -14266794.800076
  nChanged 84
		SP:Iteration 26Q (5002.640000 sec): 3 clusters
  Score: Raw -14272516.721647 + Penalty 5701.336035 = -14266815.385612
  nChanged 72
		SP:Iteration 27Q (5002.900000 sec): 3 clusters
  Score: Raw -14272530.416570 + Penalty 5701.336035 = -14266829.080535
  nChanged 49
		SP:Iteration 28Q (5003.160000 sec): 3 clusters
  Score: Raw -14272540.645774 + Penalty 5701.336035 = -14266839.309739
  nChanged 32
		SP:Iteration 29Q (5003.420000 sec): 3 clusters
  Score: Raw -14272547.501021 + Penalty 5701.336035 = -14266846.164986
  nChanged 34
		SP:Iteration 30Q (5003.680000 sec): 3 clusters
  Score: Raw -14272553.404997 + Penalty 5701.336035 = -14266852.068962
  nChanged 33
		SP:Iteration 31Q (5003.940000 sec): 3 clusters
  Score: Raw -14272560.088761 + Penalty 5701.336035 = -14266858.752726
  nChanged 36
		SP:Iteration 32Q (5004.200000 sec): 3 clusters
  Score: Raw -14272566.620564 + Penalty 5701.336035 = -14266865.284529
  nChanged 29
		SP:Iteration 33Q (5004.450000 sec): 3 clusters
  Score: Raw -14272571.070294 + Penalty 5701.336035 = -14266869.734259
  nChanged 22
		SP:Iteration 34Q (5004.710000 sec): 3 clusters
  Score: Raw -14272575.003405 + Penalty 5701.336035 = -14266873.667370
  nChanged 20
		SP:Iteration 35Q (5004.970000 sec): 3 clusters
  Score: Raw -14272578.650489 + Penalty 5701.336035 = -14266877.314454
  nChanged 26
		SP:Iteration 36Q (5005.230000 sec): 3 clusters
  Score: Raw -14272583.350738 + Penalty 5701.336035 = -14266882.014703
  nChanged 18
		SP:Iteration 37Q (5005.490000 sec): 3 clusters
  Score: Raw -14272586.442954 + Penalty 5701.336035 = -14266885.106919
  nChanged 17
		SP:Iteration 38Q (5005.750000 sec): 3 clusters
  Score: Raw -14272588.849993 + Penalty 5701.336035 = -14266887.513958
  nChanged 14
		SP:Iteration 39Q (5006.010000 sec): 3 clusters
  Score: Raw -14272590.653198 + Penalty 5701.336035 = -14266889.317163
  nChanged 7
		SP:Iteration 40F (5006.380000 sec): 3 clusters
  Score: Raw -14272591.576888 + Penalty 5701.336035 = -14266890.240853
  nChanged 5
		SP:Iteration 41Q (5006.640000 sec): 3 clusters
  Score: Raw -14272592.243628 + Penalty 5701.336035 = -14266890.907593
  nChanged 6
		SP:Iteration 42Q (5006.900000 sec): 3 clusters
  Score: Raw -14272593.336620 + Penalty 5701.336035 = -14266892.000585
  nChanged 8
		SP:Iteration 43Q (5007.160000 sec): 3 clusters
  Score: Raw -14272594.609887 + Penalty 5701.336035 = -14266893.273852
  nChanged 8
		SP:Iteration 44Q (5007.410000 sec): 3 clusters
  Score: Raw -14272595.841207 + Penalty 5701.336035 = -14266894.505172
  nChanged 12
		SP:Iteration 45Q (5007.670000 sec): 3 clusters
  Score: Raw -14272597.324659 + Penalty 5701.336035 = -14266895.988624
  nChanged 5
		SP:Iteration 46Q (5007.930000 sec): 3 clusters
  Score: Raw -14272598.359476 + Penalty 5701.336035 = -14266897.023441
  nChanged 5
		SP:Iteration 47Q (5008.190000 sec): 3 clusters
  Score: Raw -14272599.073228 + Penalty 5701.336035 = -14266897.737193
  nChanged 6
		SP:Iteration 48Q (5008.450000 sec): 3 clusters
  Score: Raw -14272600.056831 + Penalty 5701.336035 = -14266898.720796
  nChanged 9
		SP:Iteration 49Q (5008.700000 sec): 3 clusters
  Score: Raw -14272601.620443 + Penalty 5701.336035 = -14266900.284408
  nChanged 11
		SP:Iteration 50Q (5008.960000 sec): 3 clusters
  Score: Raw -14272603.493548 + Penalty 5701.336035 = -14266902.157513
  nChanged 7
		SP:Iteration 51Q (5009.220000 sec): 3 clusters
  Score: Raw -14272604.435925 + Penalty 5701.336035 = -14266903.099890
  nChanged 9
		SP:Iteration 52Q (5009.480000 sec): 3 clusters
  Score: Raw -14272605.713862 + Penalty 5701.336035 = -14266904.377828
  nChanged 10
		SP:Iteration 53Q (5009.740000 sec): 3 clusters
  Score: Raw -14272607.375233 + Penalty 5701.336035 = -14266906.039198
  nChanged 10
		SP:Iteration 54Q (5010.000000 sec): 3 clusters
  Score: Raw -14272609.094195 + Penalty 5701.336035 = -14266907.758160
  nChanged 10
		SP:Iteration 55Q (5010.250000 sec): 3 clusters
  Score: Raw -14272610.877710 + Penalty 5701.336035 = -14266909.541675
  nChanged 11
		SP:Iteration 56Q (5010.510000 sec): 3 clusters
  Score: Raw -14272612.782768 + Penalty 5701.336035 = -14266911.446733
  nChanged 8
		SP:Iteration 57Q (5010.770000 sec): 3 clusters
  Score: Raw -14272614.732496 + Penalty 5701.336035 = -14266913.396461
  nChanged 12
		SP:Iteration 58Q (5011.030000 sec): 3 clusters
  Score: Raw -14272616.977322 + Penalty 5701.336035 = -14266915.641288
  nChanged 15
		SP:Iteration 59Q (5011.280000 sec): 3 clusters
  Score: Raw -14272620.074743 + Penalty 5701.336035 = -14266918.738708
  nChanged 11
		SP:Iteration 60F (5011.660000 sec): 3 clusters
  Score: Raw -14272622.072578 + Penalty 5701.336035 = -14266920.736543
  nChanged 23
		SP:Iteration 61Q (5011.920000 sec): 3 clusters
  Score: Raw -14272626.148629 + Penalty 5701.336035 = -14266924.812594
  nChanged 24
		SP:Iteration 62Q (5012.170000 sec): 3 clusters
  Score: Raw -14272630.053263 + Penalty 5701.336035 = -14266928.717228
  nChanged 24
		SP:Iteration 63Q (5012.430000 sec): 3 clusters
  Score: Raw -14272636.126444 + Penalty 5701.336035 = -14266934.790409
  nChanged 25
		SP:Iteration 64Q (5012.690000 sec): 3 clusters
  Score: Raw -14272641.365543 + Penalty 5701.336035 = -14266940.029508
  nChanged 23
		SP:Iteration 65Q (5012.950000 sec): 3 clusters
  Score: Raw -14272646.190163 + Penalty 5701.336035 = -14266944.854128
  nChanged 17
		SP:Iteration 66Q (5013.200000 sec): 3 clusters
  Score: Raw -14272648.734203 + Penalty 5701.336035 = -14266947.398168
  nChanged 10
		SP:Iteration 67Q (5013.460000 sec): 3 clusters
  Score: Raw -14272650.082240 + Penalty 5701.336035 = -14266948.746205
  nChanged 6
		SP:Iteration 68Q (5013.720000 sec): 3 clusters
  Score: Raw -14272650.933990 + Penalty 5701.336035 = -14266949.597955
  nChanged 3
		SP:Iteration 69Q (5013.980000 sec): 3 clusters
  Score: Raw -14272651.350352 + Penalty 5701.336035 = -14266950.014317
  nChanged 5
		SP:Iteration 70Q (5014.240000 sec): 3 clusters
  Score: Raw -14272652.319471 + Penalty 5701.336035 = -14266950.983436
  nChanged 7
		SP:Iteration 71Q (5014.500000 sec): 3 clusters
  Score: Raw -14272653.450526 + Penalty 5701.336035 = -14266952.114491
  nChanged 6
		SP:Iteration 72Q (5014.750000 sec): 3 clusters
  Score: Raw -14272654.140355 + Penalty 5701.336035 = -14266952.804320
  nChanged 4
		SP:Iteration 73Q (5015.010000 sec): 3 clusters
  Score: Raw -14272654.682338 + Penalty 5701.336035 = -14266953.346303
  nChanged 3
		SP:Iteration 74Q (5015.270000 sec): 3 clusters
  Score: Raw -14272655.149217 + Penalty 5701.336035 = -14266953.813182
  nChanged 2
		SP:Iteration 75Q (5015.530000 sec): 3 clusters
  Score: Raw -14272655.657732 + Penalty 5701.336035 = -14266954.321698
  nChanged 1
		SP:Iteration 76Q (5015.790000 sec): 3 clusters
  Score: Raw -14272656.060657 + Penalty 5701.336035 = -14266954.724622
  nChanged 0
		SP:Iteration 77F (5016.150000 sec): 3 clusters
  Score: Raw -14272656.060657 + Penalty 5701.336035 = -14266954.724622
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (35245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5016.300000 sec): 2 clusters
  Score: Raw -5468772.622828 + Penalty 2596.579581 = -5466176.043248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5016.430000 sec): 3 clusters
  Score: Raw -5447384.159394 + Penalty 5193.159161 = -5442191.000233
  nChanged 16045
		SP:Iteration 1F (5016.560000 sec): 3 clusters
  Score: Raw -5455881.267776 + Penalty 5193.159161 = -5450688.108615
  nChanged 1479
		SP:Iteration 2Q (5016.690000 sec): 3 clusters
  Score: Raw -5456282.433045 + Penalty 5193.159161 = -5451089.273884
  nChanged 1317
		SP:Iteration 3Q (5016.820000 sec): 3 clusters
  Score: Raw -5456642.251879 + Penalty 5193.159161 = -5451449.092718
  nChanged 1235
		SP:Iteration 4Q (5016.960000 sec): 3 clusters
  Score: Raw -5457000.482922 + Penalty 5193.159161 = -5451807.323760
  nChanged 1278
		SP:Iteration 5Q (5017.090000 sec): 3 clusters
  Score: Raw -5457423.441988 + Penalty 5193.159161 = -5452230.282827
  nChanged 1394
		SP:Iteration 6Q (5017.220000 sec): 3 clusters
  Score: Raw -5457956.250445 + Penalty 5193.159161 = -5452763.091284
  nChanged 1604
		SP:Iteration 7Q (5017.360000 sec): 3 clusters
  Score: Raw -5458719.020814 + Penalty 5193.159161 = -5453525.861653
  nChanged 2011
		SP:Iteration 8F (5017.480000 sec): 3 clusters
  Score: Raw -5459925.779529 + Penalty 5193.159161 = -5454732.620367
  nChanged 2395
		SP:Iteration 9F (5017.610000 sec): 3 clusters
  Score: Raw -5461702.655936 + Penalty 5193.159161 = -5456509.496775
  nChanged 2506
		SP:Iteration 10F (5017.740000 sec): 3 clusters
  Score: Raw -5463887.938207 + Penalty 5193.159161 = -5458694.779046
  nChanged 2270
		SP:Iteration 11F (5017.870000 sec): 3 clusters
  Score: Raw -5466056.006291 + Penalty 5193.159161 = -5460862.847130
  nChanged 1566
		SP:Iteration 12Q (5018.000000 sec): 3 clusters
  Score: Raw -5467571.701026 + Penalty 5193.159161 = -5462378.541864
  nChanged 847
		SP:Iteration 13Q (5018.120000 sec): 3 clusters
  Score: Raw -5468330.125624 + Penalty 5193.159161 = -5463136.966463
  nChanged 406
		SP:Iteration 14Q (5018.220000 sec): 3 clusters
  Score: Raw -5468697.726468 + Penalty 5193.159161 = -5463504.567307
  nChanged 190
		SP:Iteration 15Q (5018.320000 sec): 3 clusters
  Score: Raw -5468876.037124 + Penalty 5193.159161 = -5463682.877963
  nChanged 109
		SP:Iteration 16Q (5018.420000 sec): 3 clusters
  Score: Raw -5468989.400144 + Penalty 5193.159161 = -5463796.240983
  nChanged 67
		SP:Iteration 17Q (5018.520000 sec): 3 clusters
  Score: Raw -5469060.245832 + Penalty 5193.159161 = -5463867.086671
  nChanged 29
		SP:Iteration 18Q (5018.610000 sec): 3 clusters
  Score: Raw -5469088.723919 + Penalty 5193.159161 = -5463895.564757
  nChanged 14
		SP:Iteration 19Q (5018.700000 sec): 3 clusters
  Score: Raw -5469102.101650 + Penalty 5193.159161 = -5463908.942488
  nChanged 10
		SP:Iteration 20F (5018.830000 sec): 3 clusters
  Score: Raw -5469111.413850 + Penalty 5193.159161 = -5463918.254688
  nChanged 5
		SP:Iteration 21Q (5018.920000 sec): 3 clusters
  Score: Raw -5469117.162340 + Penalty 5193.159161 = -5463924.003178
  nChanged 5
		SP:Iteration 22Q (5019.020000 sec): 3 clusters
  Score: Raw -5469120.847083 + Penalty 5193.159161 = -5463927.687922
  nChanged 6
		SP:Iteration 23Q (5019.110000 sec): 3 clusters
  Score: Raw -5469126.816195 + Penalty 5193.159161 = -5463933.657034
  nChanged 4
		SP:Iteration 24Q (5019.200000 sec): 3 clusters
  Score: Raw -5469130.662477 + Penalty 5193.159161 = -5463937.503315
  nChanged 6
		SP:Iteration 25Q (5019.290000 sec): 3 clusters
  Score: Raw -5469138.044478 + Penalty 5193.159161 = -5463944.885317
  nChanged 6
		SP:Iteration 26Q (5019.380000 sec): 3 clusters
  Score: Raw -5469143.290070 + Penalty 5193.159161 = -5463950.130908
  nChanged 4
		SP:Iteration 27Q (5019.480000 sec): 3 clusters
  Score: Raw -5469146.537218 + Penalty 5193.159161 = -5463953.378057
  nChanged 0
		SP:Iteration 28F (5019.600000 sec): 3 clusters
  Score: Raw -5469146.537218 + Penalty 5193.159161 = -5463953.378057
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5019.930000 sec): 2 clusters
  Score: Raw -14585300.756965 + Penalty 2852.045792 = -14582448.711173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5020.290000 sec): 3 clusters
  Score: Raw -14522037.953948 + Penalty 5704.091584 = -14516333.862365
  nChanged 46554
		SP:Iteration 1F (5020.660000 sec): 3 clusters
  Score: Raw -14548705.684191 + Penalty 5704.091584 = -14543001.592607
  nChanged 3590
		SP:Iteration 2Q (5021.030000 sec): 3 clusters
  Score: Raw -14549761.678664 + Penalty 5704.091584 = -14544057.587080
  nChanged 3990
		SP:Iteration 3Q (5021.400000 sec): 3 clusters
  Score: Raw -14551194.908211 + Penalty 5704.091584 = -14545490.816627
  nChanged 4802
		SP:Iteration 4Q (5021.780000 sec): 3 clusters
  Score: Raw -14553362.402646 + Penalty 5704.091584 = -14547658.311063
  nChanged 5918
		SP:Iteration 5F (5022.140000 sec): 3 clusters
  Score: Raw -14556770.790376 + Penalty 5704.091584 = -14551066.698793
  nChanged 7069
		SP:Iteration 6F (5022.500000 sec): 3 clusters
  Score: Raw -14561739.414832 + Penalty 5704.091584 = -14556035.323248
  nChanged 7776
		SP:Iteration 7F (5022.870000 sec): 3 clusters
  Score: Raw -14567906.687016 + Penalty 5704.091584 = -14562202.595432
  nChanged 7092
		SP:Iteration 8F (5023.240000 sec): 3 clusters
  Score: Raw -14573936.235107 + Penalty 5704.091584 = -14568232.143524
  nChanged 5641
		SP:Iteration 9F (5023.600000 sec): 3 clusters
  Score: Raw -14578850.308559 + Penalty 5704.091584 = -14573146.216975
  nChanged 3713
		SP:Iteration 10Q (5023.960000 sec): 3 clusters
  Score: Raw -14582041.841932 + Penalty 5704.091584 = -14576337.750348
  nChanged 2138
		SP:Iteration 11Q (5024.310000 sec): 3 clusters
  Score: Raw -14583839.440633 + Penalty 5704.091584 = -14578135.349049
  nChanged 1063
		SP:Iteration 12Q (5024.620000 sec): 3 clusters
  Score: Raw -14584735.637496 + Penalty 5704.091584 = -14579031.545913
  nChanged 549
		SP:Iteration 13Q (5024.910000 sec): 3 clusters
  Score: Raw -14585225.978765 + Penalty 5704.091584 = -14579521.887181
  nChanged 277
		SP:Iteration 14Q (5025.180000 sec): 3 clusters
  Score: Raw -14585472.459346 + Penalty 5704.091584 = -14579768.367762
  nChanged 162
		SP:Iteration 15Q (5025.450000 sec): 3 clusters
  Score: Raw -14585610.810046 + Penalty 5704.091584 = -14579906.718462
  nChanged 99
		SP:Iteration 16Q (5025.710000 sec): 3 clusters
  Score: Raw -14585691.789744 + Penalty 5704.091584 = -14579987.698160
  nChanged 65
		SP:Iteration 17Q (5025.960000 sec): 3 clusters
  Score: Raw -14585748.187523 + Penalty 5704.091584 = -14580044.095940
  nChanged 44
		SP:Iteration 18Q (5026.220000 sec): 3 clusters
  Score: Raw -14585779.511028 + Penalty 5704.091584 = -14580075.419445
  nChanged 25
		SP:Iteration 19Q (5026.470000 sec): 3 clusters
  Score: Raw -14585797.804706 + Penalty 5704.091584 = -14580093.713123
  nChanged 17
		SP:Iteration 20F (5026.830000 sec): 3 clusters
  Score: Raw -14585812.567750 + Penalty 5704.091584 = -14580108.476166
  nChanged 17
		SP:Iteration 21Q (5027.080000 sec): 3 clusters
  Score: Raw -14585825.873523 + Penalty 5704.091584 = -14580121.781939
  nChanged 15
		SP:Iteration 22Q (5027.340000 sec): 3 clusters
  Score: Raw -14585834.275742 + Penalty 5704.091584 = -14580130.184159
  nChanged 10
		SP:Iteration 23Q (5027.590000 sec): 3 clusters
  Score: Raw -14585840.196726 + Penalty 5704.091584 = -14580136.105143
  nChanged 7
		SP:Iteration 24Q (5027.840000 sec): 3 clusters
  Score: Raw -14585843.251361 + Penalty 5704.091584 = -14580139.159778
  nChanged 4
		SP:Iteration 25Q (5028.090000 sec): 3 clusters
  Score: Raw -14585846.127088 + Penalty 5704.091584 = -14580142.035505
  nChanged 6
		SP:Iteration 26Q (5028.340000 sec): 3 clusters
  Score: Raw -14585849.320816 + Penalty 5704.091584 = -14580145.229233
  nChanged 2
		SP:Iteration 27Q (5028.600000 sec): 3 clusters
  Score: Raw -14585849.998568 + Penalty 5704.091584 = -14580145.906984
  nChanged 0
		SP:Iteration 28F (5028.960000 sec): 3 clusters
  Score: Raw -14585849.998568 + Penalty 5704.091584 = -14580145.906984
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5029.000000 sec): 2 clusters
  Score: Raw -74856.291948 + Penalty 1616.382476 = -73239.909472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5029.000000 sec): 3 clusters
  Score: Raw -75115.875612 + Penalty 3232.764951 = -71883.110660
  nChanged 233
		SP:Iteration 1F (5029.000000 sec): 3 clusters
  Score: Raw -77619.641638 + Penalty 3232.764951 = -74386.876686
  nChanged 101
		SP:Iteration 2F (5029.000000 sec): 3 clusters
  Score: Raw -79141.435058 + Penalty 3232.764951 = -75908.670106
  nChanged 23
		SP:Iteration 3Q (5029.000000 sec): 3 clusters
  Score: Raw -79742.237510 + Penalty 3232.764951 = -76509.472558
  nChanged 8
		SP:Iteration 4Q (5029.010000 sec): 3 clusters
  Score: Raw -79800.997213 + Penalty 3232.764951 = -76568.232262
  nChanged 2
		SP:Iteration 5Q (5029.010000 sec): 3 clusters
  Score: Raw -79805.578119 + Penalty 3232.764951 = -76572.813167
  nChanged 1
		SP:Iteration 6Q (5029.010000 sec): 3 clusters
  Score: Raw -79807.169169 + Penalty 3232.764951 = -76574.404218
  nChanged 0
		SP:Iteration 7F (5029.010000 sec): 3 clusters
  Score: Raw -79807.169169 + Penalty 3232.764951 = -76574.404218
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 31.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5029.190000 sec): 2 clusters
  Score: Raw -7518386.432317 + Penalty 2689.191557 = -7515697.240760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5029.380000 sec): 3 clusters
  Score: Raw -7486611.156517 + Penalty 5378.383114 = -7481232.773403
  nChanged 23699
		SP:Iteration 1F (5029.560000 sec): 3 clusters
  Score: Raw -7499612.513508 + Penalty 5378.383114 = -7494234.130394
  nChanged 2027
		SP:Iteration 2Q (5029.760000 sec): 3 clusters
  Score: Raw -7500164.414760 + Penalty 5378.383114 = -7494786.031647
  nChanged 1919
		SP:Iteration 3Q (5029.950000 sec): 3 clusters
  Score: Raw -7500728.462583 + Penalty 5378.383114 = -7495350.079469
  nChanged 1950
		SP:Iteration 4Q (5030.140000 sec): 3 clusters
  Score: Raw -7501332.391914 + Penalty 5378.383114 = -7495954.008800
  nChanged 2013
		SP:Iteration 5Q (5030.340000 sec): 3 clusters
  Score: Raw -7501951.877894 + Penalty 5378.383114 = -7496573.494781
  nChanged 2039
		SP:Iteration 6Q (5030.530000 sec): 3 clusters
  Score: Raw -7502658.197254 + Penalty 5378.383114 = -7497279.814141
  nChanged 2252
		SP:Iteration 7Q (5030.730000 sec): 3 clusters
  Score: Raw -7503518.584425 + Penalty 5378.383114 = -7498140.201312
  nChanged 2352
		SP:Iteration 8Q (5030.920000 sec): 3 clusters
  Score: Raw -7504489.332602 + Penalty 5378.383114 = -7499110.949488
  nChanged 2358
		SP:Iteration 9Q (5031.110000 sec): 3 clusters
  Score: Raw -7505531.563023 + Penalty 5378.383114 = -7500153.179910
  nChanged 2441
		SP:Iteration 10Q (5031.310000 sec): 3 clusters
  Score: Raw -7506677.832525 + Penalty 5378.383114 = -7501299.449411
  nChanged 2375
		SP:Iteration 11Q (5031.500000 sec): 3 clusters
  Score: Raw -7507859.218467 + Penalty 5378.383114 = -7502480.835353
  nChanged 2280
		SP:Iteration 12Q (5031.690000 sec): 3 clusters
  Score: Raw -7509062.536901 + Penalty 5378.383114 = -7503684.153787
  nChanged 2105
		SP:Iteration 13Q (5031.880000 sec): 3 clusters
  Score: Raw -7510290.216784 + Penalty 5378.383114 = -7504911.833671
  nChanged 1935
		SP:Iteration 14Q (5032.070000 sec): 3 clusters
  Score: Raw -7511533.720237 + Penalty 5378.383114 = -7506155.337123
  nChanged 1713
		SP:Iteration 15Q (5032.270000 sec): 3 clusters
  Score: Raw -7512751.663611 + Penalty 5378.383114 = -7507373.280497
  nChanged 1516
		SP:Iteration 16Q (5032.460000 sec): 3 clusters
  Score: Raw -7513925.144643 + Penalty 5378.383114 = -7508546.761529
  nChanged 1309
		SP:Iteration 17Q (5032.640000 sec): 3 clusters
  Score: Raw -7514931.052902 + Penalty 5378.383114 = -7509552.669788
  nChanged 1048
		SP:Iteration 18Q (5032.810000 sec): 3 clusters
  Score: Raw -7515649.354926 + Penalty 5378.383114 = -7510270.971812
  nChanged 815
		SP:Iteration 19Q (5032.970000 sec): 3 clusters
  Score: Raw -7516138.546203 + Penalty 5378.383114 = -7510760.163089
  nChanged 632
		SP:Iteration 20F (5033.160000 sec): 3 clusters
  Score: Raw -7516492.708259 + Penalty 5378.383114 = -7511114.325146
  nChanged 546
		SP:Iteration 21Q (5033.310000 sec): 3 clusters
  Score: Raw -7516777.616510 + Penalty 5378.383114 = -7511399.233396
  nChanged 462
		SP:Iteration 22Q (5033.460000 sec): 3 clusters
  Score: Raw -7517018.450164 + Penalty 5378.383114 = -7511640.067051
  nChanged 393
		SP:Iteration 23Q (5033.610000 sec): 3 clusters
  Score: Raw -7517218.123774 + Penalty 5378.383114 = -7511839.740660
  nChanged 345
		SP:Iteration 24Q (5033.750000 sec): 3 clusters
  Score: Raw -7517390.326543 + Penalty 5378.383114 = -7512011.943429
  nChanged 313
		SP:Iteration 25Q (5033.890000 sec): 3 clusters
  Score: Raw -7517542.396499 + Penalty 5378.383114 = -7512164.013386
  nChanged 273
		SP:Iteration 26Q (5034.040000 sec): 3 clusters
  Score: Raw -7517666.008036 + Penalty 5378.383114 = -7512287.624922
  nChanged 237
		SP:Iteration 27Q (5034.180000 sec): 3 clusters
  Score: Raw -7517779.963347 + Penalty 5378.383114 = -7512401.580233
  nChanged 228
		SP:Iteration 28Q (5034.320000 sec): 3 clusters
  Score: Raw -7517895.373466 + Penalty 5378.383114 = -7512516.990352
  nChanged 193
		SP:Iteration 29Q (5034.450000 sec): 3 clusters
  Score: Raw -7517986.302519 + Penalty 5378.383114 = -7512607.919406
  nChanged 174
		SP:Iteration 30Q (5034.590000 sec): 3 clusters
  Score: Raw -7518064.443255 + Penalty 5378.383114 = -7512686.060141
  nChanged 147
		SP:Iteration 31Q (5034.730000 sec): 3 clusters
  Score: Raw -7518140.121627 + Penalty 5378.383114 = -7512761.738513
  nChanged 135
		SP:Iteration 32Q (5034.870000 sec): 3 clusters
  Score: Raw -7518210.325274 + Penalty 5378.383114 = -7512831.942160
  nChanged 128
		SP:Iteration 33Q (5035.000000 sec): 3 clusters
  Score: Raw -7518281.429895 + Penalty 5378.383114 = -7512903.046782
  nChanged 107
		SP:Iteration 34Q (5035.140000 sec): 3 clusters
  Score: Raw -7518340.279828 + Penalty 5378.383114 = -7512961.896714
  nChanged 99
		SP:Iteration 35Q (5035.270000 sec): 3 clusters
  Score: Raw -7518395.949832 + Penalty 5378.383114 = -7513017.566718
  nChanged 79
		SP:Iteration 36Q (5035.410000 sec): 3 clusters
  Score: Raw -7518446.456500 + Penalty 5378.383114 = -7513068.073386
  nChanged 69
		SP:Iteration 37Q (5035.540000 sec): 3 clusters
  Score: Raw -7518486.445706 + Penalty 5378.383114 = -7513108.062593
  nChanged 59
		SP:Iteration 38Q (5035.670000 sec): 3 clusters
  Score: Raw -7518518.742801 + Penalty 5378.383114 = -7513140.359688
  nChanged 40
		SP:Iteration 39Q (5035.800000 sec): 3 clusters
  Score: Raw -7518540.085493 + Penalty 5378.383114 = -7513161.702379
  nChanged 38
		SP:Iteration 40F (5035.990000 sec): 3 clusters
  Score: Raw -7518560.701626 + Penalty 5378.383114 = -7513182.318513
  nChanged 22
		SP:Iteration 41Q (5036.120000 sec): 3 clusters
  Score: Raw -7518574.797414 + Penalty 5378.383114 = -7513196.414300
  nChanged 23
		SP:Iteration 42Q (5036.250000 sec): 3 clusters
  Score: Raw -7518590.677934 + Penalty 5378.383114 = -7513212.294820
  nChanged 24
		SP:Iteration 43Q (5036.390000 sec): 3 clusters
  Score: Raw -7518605.666478 + Penalty 5378.383114 = -7513227.283365
  nChanged 19
		SP:Iteration 44Q (5036.520000 sec): 3 clusters
  Score: Raw -7518618.670188 + Penalty 5378.383114 = -7513240.287074
  nChanged 17
		SP:Iteration 45Q (5036.650000 sec): 3 clusters
  Score: Raw -7518628.219473 + Penalty 5378.383114 = -7513249.836359
  nChanged 18
		SP:Iteration 46Q (5036.780000 sec): 3 clusters
  Score: Raw -7518638.627996 + Penalty 5378.383114 = -7513260.244883
  nChanged 21
		SP:Iteration 47Q (5036.910000 sec): 3 clusters
  Score: Raw -7518651.679323 + Penalty 5378.383114 = -7513273.296209
  nChanged 20
		SP:Iteration 48Q (5037.040000 sec): 3 clusters
  Score: Raw -7518662.159345 + Penalty 5378.383114 = -7513283.776231
  nChanged 12
		SP:Iteration 49Q (5037.170000 sec): 3 clusters
  Score: Raw -7518669.303734 + Penalty 5378.383114 = -7513290.920620
  nChanged 10
		SP:Iteration 50Q (5037.310000 sec): 3 clusters
  Score: Raw -7518675.204379 + Penalty 5378.383114 = -7513296.821265
  nChanged 8
		SP:Iteration 51Q (5037.440000 sec): 3 clusters
  Score: Raw -7518681.203046 + Penalty 5378.383114 = -7513302.819933
  nChanged 16
		SP:Iteration 52Q (5037.570000 sec): 3 clusters
  Score: Raw -7518691.445834 + Penalty 5378.383114 = -7513313.062721
  nChanged 15
		SP:Iteration 53Q (5037.700000 sec): 3 clusters
  Score: Raw -7518704.401567 + Penalty 5378.383114 = -7513326.018453
  nChanged 10
		SP:Iteration 54Q (5037.830000 sec): 3 clusters
  Score: Raw -7518709.182794 + Penalty 5378.383114 = -7513330.799680
  nChanged 4
		SP:Iteration 55Q (5037.960000 sec): 3 clusters
  Score: Raw -7518712.060359 + Penalty 5378.383114 = -7513333.677246
  nChanged 2
		SP:Iteration 56Q (5038.090000 sec): 3 clusters
  Score: Raw -7518713.100144 + Penalty 5378.383114 = -7513334.717031
  nChanged 2
		SP:Iteration 57Q (5038.220000 sec): 3 clusters
  Score: Raw -7518714.415783 + Penalty 5378.383114 = -7513336.032669
  nChanged 2
		SP:Iteration 58Q (5038.350000 sec): 3 clusters
  Score: Raw -7518715.953410 + Penalty 5378.383114 = -7513337.570296
  nChanged 2
		SP:Iteration 59Q (5038.490000 sec): 3 clusters
  Score: Raw -7518717.159241 + Penalty 5378.383114 = -7513338.776128
  nChanged 1
		SP:Iteration 60F (5038.670000 sec): 3 clusters
  Score: Raw -7518717.520593 + Penalty 5378.383114 = -7513339.137479
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5038.700000 sec): 2 clusters
  Score: Raw -61959.110712 + Penalty 1516.741247 = -60442.369465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5038.700000 sec): 3 clusters
  Score: Raw -62215.975112 + Penalty 3033.482494 = -59182.492618
  nChanged 122
		SP:Iteration 1F (5038.700000 sec): 3 clusters
  Score: Raw -62618.274511 + Penalty 3033.482494 = -59584.792017
  nChanged 32
		SP:Iteration 2F (5038.700000 sec): 3 clusters
  Score: Raw -62781.051617 + Penalty 3033.482494 = -59747.569123
  nChanged 11
		SP:Iteration 3Q (5038.700000 sec): 3 clusters
  Score: Raw -62841.862565 + Penalty 3033.482494 = -59808.380071
  nChanged 6
		SP:Iteration 4Q (5038.710000 sec): 3 clusters
  Score: Raw -62871.995533 + Penalty 3033.482494 = -59838.513039
  nChanged 5
		SP:Iteration 5Q (5038.710000 sec): 3 clusters
  Score: Raw -62924.409954 + Penalty 3033.482494 = -59890.927460
  nChanged 6
		SP:Iteration 6Q (5038.710000 sec): 3 clusters
  Score: Raw -62968.044223 + Penalty 3033.482494 = -59934.561729
  nChanged 5
		SP:Iteration 7Q (5038.710000 sec): 3 clusters
  Score: Raw -62984.313484 + Penalty 3033.482494 = -59950.830989
  nChanged 5
		SP:Iteration 8Q (5038.710000 sec): 3 clusters
  Score: Raw -63005.111276 + Penalty 3033.482494 = -59971.628782
  nChanged 5
		SP:Iteration 9Q (5038.710000 sec): 3 clusters
  Score: Raw -63117.145232 + Penalty 3033.482494 = -60083.662738
  nChanged 5
		SP:Iteration 10Q (5038.710000 sec): 3 clusters
  Score: Raw -63137.873376 + Penalty 3033.482494 = -60104.390882
  nChanged 2
		SP:Iteration 11Q (5038.710000 sec): 3 clusters
  Score: Raw -63151.310793 + Penalty 3033.482494 = -60117.828299
  nChanged 2
		SP:Iteration 12Q (5038.710000 sec): 3 clusters
  Score: Raw -63155.791122 + Penalty 3033.482494 = -60122.308628
  nChanged 0
		SP:Iteration 13F (5038.720000 sec): 3 clusters
  Score: Raw -63155.791122 + Penalty 3033.482494 = -60122.308628
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5038.720000 sec): 2 clusters
  Score: Raw -89509.118693 + Penalty 1606.289146 = -87902.829547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5038.720000 sec): 3 clusters
  Score: Raw -89581.292907 + Penalty 3212.578292 = -86368.714615
  nChanged 154
		SP:Iteration 1F (5038.730000 sec): 3 clusters
  Score: Raw -90012.663123 + Penalty 3212.578292 = -86800.084831
  nChanged 58
		SP:Iteration 2F (5038.730000 sec): 3 clusters
  Score: Raw -90198.685799 + Penalty 3212.578292 = -86986.107507
  nChanged 34
		SP:Iteration 3F (5038.730000 sec): 3 clusters
  Score: Raw -90352.486208 + Penalty 3212.578292 = -87139.907916
  nChanged 31
		SP:Iteration 4Q (5038.730000 sec): 3 clusters
  Score: Raw -90497.045657 + Penalty 3212.578292 = -87284.467365
  nChanged 15
		SP:Iteration 5Q (5038.730000 sec): 3 clusters
  Score: Raw -90549.558495 + Penalty 3212.578292 = -87336.980203
  nChanged 10
		SP:Iteration 6Q (5038.740000 sec): 3 clusters
  Score: Raw -90606.040623 + Penalty 3212.578292 = -87393.462331
  nChanged 14
		SP:Iteration 7Q (5038.740000 sec): 3 clusters
  Score: Raw -90671.469067 + Penalty 3212.578292 = -87458.890775
  nChanged 7
		SP:Iteration 8Q (5038.740000 sec): 3 clusters
  Score: Raw -90714.753716 + Penalty 3212.578292 = -87502.175424
  nChanged 8
		SP:Iteration 9Q (5038.740000 sec): 3 clusters
  Score: Raw -90744.453546 + Penalty 3212.578292 = -87531.875254
  nChanged 4
		SP:Iteration 10Q (5038.750000 sec): 3 clusters
  Score: Raw -90764.009017 + Penalty 3212.578292 = -87551.430725
  nChanged 3
		SP:Iteration 11Q (5038.750000 sec): 3 clusters
  Score: Raw -90774.573601 + Penalty 3212.578292 = -87561.995309
  nChanged 1
		SP:Iteration 12Q (5038.750000 sec): 3 clusters
  Score: Raw -90779.083934 + Penalty 3212.578292 = -87566.505642
  nChanged 1
		SP:Iteration 13Q (5038.750000 sec): 3 clusters
  Score: Raw -90782.636752 + Penalty 3212.578292 = -87570.058460
  nChanged 0
		SP:Iteration 14F (5038.750000 sec): 3 clusters
  Score: Raw -90783.288242 + Penalty 3212.578292 = -87570.709950
  nChanged 2
		SP:Iteration 15Q (5038.750000 sec): 3 clusters
  Score: Raw -90816.431502 + Penalty 3212.578292 = -87603.853210
  nChanged 5
		SP:Iteration 16Q (5038.760000 sec): 3 clusters
  Score: Raw -90835.562164 + Penalty 3212.578292 = -87622.983872
  nChanged 2
		SP:Iteration 17Q (5038.760000 sec): 3 clusters
  Score: Raw -90844.610186 + Penalty 3212.578292 = -87632.031894
  nChanged 1
		SP:Iteration 18Q (5038.760000 sec): 3 clusters
  Score: Raw -90854.523845 + Penalty 3212.578292 = -87641.945553
  nChanged 2
		SP:Iteration 19Q (5038.760000 sec): 3 clusters
  Score: Raw -90869.115316 + Penalty 3212.578292 = -87656.537024
  nChanged 4
		SP:Iteration 20F (5038.770000 sec): 3 clusters
  Score: Raw -90885.932091 + Penalty 3212.578292 = -87673.353799
  nChanged 5
		SP:Iteration 21Q (5038.770000 sec): 3 clusters
  Score: Raw -90965.203045 + Penalty 3212.578292 = -87752.624753
  nChanged 12
		SP:Iteration 22Q (5038.770000 sec): 3 clusters
  Score: Raw -91153.977455 + Penalty 3212.578292 = -87941.399163
  nChanged 4
		SP:Iteration 23Q (5038.770000 sec): 3 clusters
  Score: Raw -91175.301676 + Penalty 3212.578292 = -87962.723384
  nChanged 2
		SP:Iteration 24Q (5038.770000 sec): 3 clusters
  Score: Raw -91179.520705 + Penalty 3212.578292 = -87966.942413
  nChanged 1
		SP:Iteration 25Q (5038.770000 sec): 3 clusters
  Score: Raw -91183.172529 + Penalty 3212.578292 = -87970.594237
  nChanged 0
		SP:Iteration 26F (5038.780000 sec): 3 clusters
  Score: Raw -91183.172529 + Penalty 3212.578292 = -87970.594237
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 32.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (270214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5039.680000 sec): 2 clusters
  Score: Raw -39985991.386586 + Penalty 3101.728440 = -39982889.658146
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5040.680000 sec): 3 clusters
  Score: Raw -39807195.070625 + Penalty 6203.456880 = -39800991.613745
  nChanged 130534
		SP:Iteration 1F (5041.690000 sec): 3 clusters
  Score: Raw -39883668.818350 + Penalty 6203.456880 = -39877465.361470
  nChanged 5140
		SP:Iteration 2Q (5042.710000 sec): 3 clusters
  Score: Raw -39884380.080406 + Penalty 6203.456880 = -39878176.623525
  nChanged 5340
		SP:Iteration 3Q (5043.730000 sec): 3 clusters
  Score: Raw -39885214.015522 + Penalty 6203.456880 = -39879010.558642
  nChanged 6021
		SP:Iteration 4Q (5044.760000 sec): 3 clusters
  Score: Raw -39886393.176763 + Penalty 6203.456880 = -39880189.719883
  nChanged 7530
		SP:Iteration 5Q (5045.790000 sec): 3 clusters
  Score: Raw -39888419.676715 + Penalty 6203.456880 = -39882216.219835
  nChanged 10458
		SP:Iteration 6Q (5046.820000 sec): 3 clusters
  Score: Raw -39892368.842966 + Penalty 6203.456880 = -39886165.386086
  nChanged 14971
		SP:Iteration 7F (5047.810000 sec): 3 clusters
  Score: Raw -39900321.305414 + Penalty 6203.456880 = -39894117.848534
  nChanged 21013
		SP:Iteration 8F (5048.800000 sec): 3 clusters
  Score: Raw -39915633.318684 + Penalty 6203.456880 = -39909429.861804
  nChanged 25931
		SP:Iteration 9F (5049.800000 sec): 3 clusters
  Score: Raw -39939400.881527 + Penalty 6203.456880 = -39933197.424647
  nChanged 24056
		SP:Iteration 10F (5050.800000 sec): 3 clusters
  Score: Raw -39963974.261961 + Penalty 6203.456880 = -39957770.805081
  nChanged 14675
		SP:Iteration 11F (5051.780000 sec): 3 clusters
  Score: Raw -39978945.146073 + Penalty 6203.456880 = -39972741.689193
  nChanged 5636
		SP:Iteration 12Q (5052.640000 sec): 3 clusters
  Score: Raw -39984331.825729 + Penalty 6203.456880 = -39978128.368848
  nChanged 1490
		SP:Iteration 13Q (5053.390000 sec): 3 clusters
  Score: Raw -39985717.055677 + Penalty 6203.456880 = -39979513.598796
  nChanged 333
		SP:Iteration 14Q (5054.100000 sec): 3 clusters
  Score: Raw -39986056.501078 + Penalty 6203.456880 = -39979853.044198
  nChanged 101
		SP:Iteration 15Q (5054.790000 sec): 3 clusters
  Score: Raw -39986176.642160 + Penalty 6203.456880 = -39979973.185280
  nChanged 55
		SP:Iteration 16Q (5055.470000 sec): 3 clusters
  Score: Raw -39986245.375332 + Penalty 6203.456880 = -39980041.918452
  nChanged 29
		SP:Iteration 17Q (5056.160000 sec): 3 clusters
  Score: Raw -39986285.932183 + Penalty 6203.456880 = -39980082.475303
  nChanged 19
		SP:Iteration 18Q (5056.840000 sec): 3 clusters
  Score: Raw -39986313.071881 + Penalty 6203.456880 = -39980109.615001
  nChanged 15
		SP:Iteration 19Q (5057.520000 sec): 3 clusters
  Score: Raw -39986333.491007 + Penalty 6203.456880 = -39980130.034127
  nChanged 9
		SP:Iteration 20F (5058.500000 sec): 3 clusters
  Score: Raw -39986348.705196 + Penalty 6203.456880 = -39980145.248316
  nChanged 4
		SP:Iteration 21Q (5059.190000 sec): 3 clusters
  Score: Raw -39986357.097161 + Penalty 6203.456880 = -39980153.640280
  nChanged 7
		SP:Iteration 22Q (5059.870000 sec): 3 clusters
  Score: Raw -39986371.412054 + Penalty 6203.456880 = -39980167.955174
  nChanged 11
		SP:Iteration 23Q (5060.560000 sec): 3 clusters
  Score: Raw -39986387.239845 + Penalty 6203.456880 = -39980183.782965
  nChanged 3
		SP:Iteration 24Q (5061.230000 sec): 3 clusters
  Score: Raw -39986389.437181 + Penalty 6203.456880 = -39980185.980301
  nChanged 2
		SP:Iteration 25Q (5061.920000 sec): 3 clusters
  Score: Raw -39986392.713258 + Penalty 6203.456880 = -39980189.256378
  nChanged 1
		SP:Iteration 26Q (5062.600000 sec): 3 clusters
  Score: Raw -39986393.202706 + Penalty 6203.456880 = -39980189.745826
  nChanged 0
		SP:Iteration 27F (5063.580000 sec): 3 clusters
  Score: Raw -39986393.202706 + Penalty 6203.456880 = -39980189.745826
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5063.780000 sec): 2 clusters
  Score: Raw -5117737.973293 + Penalty 2583.838474 = -5115154.134819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5063.910000 sec): 3 clusters
  Score: Raw -5097480.229071 + Penalty 5167.676948 = -5092312.552123
  nChanged 15094
		SP:Iteration 1F (5064.030000 sec): 3 clusters
  Score: Raw -5105645.391885 + Penalty 5167.676948 = -5100477.714937
  nChanged 1597
		SP:Iteration 2Q (5064.160000 sec): 3 clusters
  Score: Raw -5106239.773135 + Penalty 5167.676948 = -5101072.096187
  nChanged 1641
		SP:Iteration 3Q (5064.280000 sec): 3 clusters
  Score: Raw -5106954.868854 + Penalty 5167.676948 = -5101787.191906
  nChanged 1905
		SP:Iteration 4F (5064.410000 sec): 3 clusters
  Score: Raw -5108014.276920 + Penalty 5167.676948 = -5102846.599972
  nChanged 2303
		SP:Iteration 5F (5064.530000 sec): 3 clusters
  Score: Raw -5109584.414847 + Penalty 5167.676948 = -5104416.737899
  nChanged 2557
		SP:Iteration 6F (5064.650000 sec): 3 clusters
  Score: Raw -5111711.262778 + Penalty 5167.676948 = -5106543.585830
  nChanged 2535
		SP:Iteration 7F (5064.780000 sec): 3 clusters
  Score: Raw -5114118.887615 + Penalty 5167.676948 = -5108951.210666
  nChanged 1938
		SP:Iteration 8F (5064.900000 sec): 3 clusters
  Score: Raw -5116048.052295 + Penalty 5167.676948 = -5110880.375347
  nChanged 1126
		SP:Iteration 9Q (5065.020000 sec): 3 clusters
  Score: Raw -5117158.732710 + Penalty 5167.676948 = -5111991.055762
  nChanged 486
		SP:Iteration 10Q (5065.130000 sec): 3 clusters
  Score: Raw -5117623.107675 + Penalty 5167.676948 = -5112455.430727
  nChanged 199
		SP:Iteration 11Q (5065.230000 sec): 3 clusters
  Score: Raw -5117830.342664 + Penalty 5167.676948 = -5112662.665716
  nChanged 103
		SP:Iteration 12Q (5065.320000 sec): 3 clusters
  Score: Raw -5117922.816682 + Penalty 5167.676948 = -5112755.139734
  nChanged 46
		SP:Iteration 13Q (5065.410000 sec): 3 clusters
  Score: Raw -5117969.006302 + Penalty 5167.676948 = -5112801.329354
  nChanged 29
		SP:Iteration 14Q (5065.500000 sec): 3 clusters
  Score: Raw -5117996.713676 + Penalty 5167.676948 = -5112829.036727
  nChanged 25
		SP:Iteration 15Q (5065.590000 sec): 3 clusters
  Score: Raw -5118029.538060 + Penalty 5167.676948 = -5112861.861112
  nChanged 20
		SP:Iteration 16Q (5065.680000 sec): 3 clusters
  Score: Raw -5118053.904098 + Penalty 5167.676948 = -5112886.227150
  nChanged 11
		SP:Iteration 17Q (5065.770000 sec): 3 clusters
  Score: Raw -5118067.669081 + Penalty 5167.676948 = -5112899.992133
  nChanged 5
		SP:Iteration 18Q (5065.850000 sec): 3 clusters
  Score: Raw -5118071.572781 + Penalty 5167.676948 = -5112903.895833
  nChanged 1
		SP:Iteration 19Q (5065.940000 sec): 3 clusters
  Score: Raw -5118073.738664 + Penalty 5167.676948 = -5112906.061716
  nChanged 3
		SP:Iteration 20F (5066.070000 sec): 3 clusters
  Score: Raw -5118076.942595 + Penalty 5167.676948 = -5112909.265646
  nChanged 3
		SP:Iteration 21Q (5066.150000 sec): 3 clusters
  Score: Raw -5118080.927316 + Penalty 5167.676948 = -5112913.250367
  nChanged 4
		SP:Iteration 22Q (5066.240000 sec): 3 clusters
  Score: Raw -5118084.408323 + Penalty 5167.676948 = -5112916.731375
  nChanged 1
		SP:Iteration 23Q (5066.330000 sec): 3 clusters
  Score: Raw -5118085.303336 + Penalty 5167.676948 = -5112917.626388
  nChanged 1
		SP:Iteration 24Q (5066.420000 sec): 3 clusters
  Score: Raw -5118085.829450 + Penalty 5167.676948 = -5112918.152502
  nChanged 0
		SP:Iteration 25F (5066.540000 sec): 3 clusters
  Score: Raw -5118085.829450 + Penalty 5167.676948 = -5112918.152502
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1040 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5066.560000 sec): 2 clusters
  Score: Raw -136069.930864 + Penalty 1722.850046 = -134347.080818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5066.560000 sec): 3 clusters
  Score: Raw -135868.484790 + Penalty 3445.700092 = -132422.784698
  nChanged 263
		SP:Iteration 1F (5066.570000 sec): 3 clusters
  Score: Raw -136170.186831 + Penalty 3445.700092 = -132724.486739
  nChanged 80
		SP:Iteration 2F (5066.570000 sec): 3 clusters
  Score: Raw -136276.773611 + Penalty 3445.700092 = -132831.073519
  nChanged 33
		SP:Iteration 3Q (5066.570000 sec): 3 clusters
  Score: Raw -136322.928774 + Penalty 3445.700092 = -132877.228682
  nChanged 19
		SP:Iteration 4Q (5066.580000 sec): 3 clusters
  Score: Raw -136351.560413 + Penalty 3445.700092 = -132905.860321
  nChanged 11
		SP:Iteration 5Q (5066.580000 sec): 3 clusters
  Score: Raw -136368.738330 + Penalty 3445.700092 = -132923.038238
  nChanged 12
		SP:Iteration 6Q (5066.590000 sec): 3 clusters
  Score: Raw -136378.818101 + Penalty 3445.700092 = -132933.118009
  nChanged 11
		SP:Iteration 7Q (5066.590000 sec): 3 clusters
  Score: Raw -136395.285807 + Penalty 3445.700092 = -132949.585715
  nChanged 12
		SP:Iteration 8Q (5066.590000 sec): 3 clusters
  Score: Raw -136411.519637 + Penalty 3445.700092 = -132965.819545
  nChanged 8
		SP:Iteration 9Q (5066.590000 sec): 3 clusters
  Score: Raw -136422.098978 + Penalty 3445.700092 = -132976.398886
  nChanged 7
		SP:Iteration 10Q (5066.600000 sec): 3 clusters
  Score: Raw -136431.034775 + Penalty 3445.700092 = -132985.334683
  nChanged 10
		SP:Iteration 11Q (5066.600000 sec): 3 clusters
  Score: Raw -136446.702524 + Penalty 3445.700092 = -133001.002432
  nChanged 12
		SP:Iteration 12Q (5066.610000 sec): 3 clusters
  Score: Raw -136469.778756 + Penalty 3445.700092 = -133024.078664
  nChanged 12
		SP:Iteration 13Q (5066.610000 sec): 3 clusters
  Score: Raw -136494.643635 + Penalty 3445.700092 = -133048.943543
  nChanged 8
		SP:Iteration 14Q (5066.610000 sec): 3 clusters
  Score: Raw -136503.470707 + Penalty 3445.700092 = -133057.770614
  nChanged 7
		SP:Iteration 15Q (5066.620000 sec): 3 clusters
  Score: Raw -136510.378889 + Penalty 3445.700092 = -133064.678796
  nChanged 4
		SP:Iteration 16Q (5066.620000 sec): 3 clusters
  Score: Raw -136513.742301 + Penalty 3445.700092 = -133068.042209
  nChanged 0
		SP:Iteration 17F (5066.630000 sec): 3 clusters
  Score: Raw -136513.742301 + Penalty 3445.700092 = -133068.042209
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (1144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5066.630000 sec): 2 clusters
  Score: Raw -145614.319752 + Penalty 1746.486971 = -143867.832782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5066.630000 sec): 3 clusters
  Score: Raw -145461.043834 + Penalty 3492.973941 = -141968.069893
  nChanged 349
		SP:Iteration 1F (5066.640000 sec): 3 clusters
  Score: Raw -146382.635907 + Penalty 3492.973941 = -142889.661965
  nChanged 157
		SP:Iteration 2F (5066.640000 sec): 3 clusters
  Score: Raw -147201.433214 + Penalty 3492.973941 = -143708.459273
  nChanged 137
		SP:Iteration 3F (5066.650000 sec): 3 clusters
  Score: Raw -148140.237826 + Penalty 3492.973941 = -144647.263884
  nChanged 76
		SP:Iteration 4F (5066.650000 sec): 3 clusters
  Score: Raw -149593.945254 + Penalty 3492.973941 = -146100.971313
  nChanged 46
		SP:Iteration 5Q (5066.650000 sec): 3 clusters
  Score: Raw -150556.512695 + Penalty 3492.973941 = -147063.538754
  nChanged 37
		SP:Iteration 6Q (5066.660000 sec): 3 clusters
  Score: Raw -150724.420811 + Penalty 3492.973941 = -147231.446870
  nChanged 23
		SP:Iteration 7Q (5066.660000 sec): 3 clusters
  Score: Raw -150825.577812 + Penalty 3492.973941 = -147332.603870
  nChanged 16
		SP:Iteration 8Q (5066.660000 sec): 3 clusters
  Score: Raw -150918.300708 + Penalty 3492.973941 = -147425.326767
  nChanged 19
		SP:Iteration 9Q (5066.670000 sec): 3 clusters
  Score: Raw -151090.219408 + Penalty 3492.973941 = -147597.245466
  nChanged 8
		SP:Iteration 10Q (5066.670000 sec): 3 clusters
  Score: Raw -151155.932487 + Penalty 3492.973941 = -147662.958546
  nChanged 6
		SP:Iteration 11Q (5066.670000 sec): 3 clusters
  Score: Raw -151213.569561 + Penalty 3492.973941 = -147720.595619
  nChanged 5
		SP:Iteration 12Q (5066.670000 sec): 3 clusters
  Score: Raw -151253.072952 + Penalty 3492.973941 = -147760.099011
  nChanged 6
		SP:Iteration 13Q (5066.680000 sec): 3 clusters
  Score: Raw -151303.805796 + Penalty 3492.973941 = -147810.831855
  nChanged 5
		SP:Iteration 14Q (5066.680000 sec): 3 clusters
  Score: Raw -151346.770518 + Penalty 3492.973941 = -147853.796576
  nChanged 3
		SP:Iteration 15Q (5066.680000 sec): 3 clusters
  Score: Raw -151355.556265 + Penalty 3492.973941 = -147862.582324
  nChanged 0
		SP:Iteration 16F (5066.690000 sec): 3 clusters
  Score: Raw -151357.193616 + Penalty 3492.973941 = -147864.219674
  nChanged 2
		SP:Iteration 17Q (5066.690000 sec): 3 clusters
  Score: Raw -151370.549189 + Penalty 3492.973941 = -147877.575248
  nChanged 3
		SP:Iteration 18Q (5066.690000 sec): 3 clusters
  Score: Raw -151386.248287 + Penalty 3492.973941 = -147893.274345
  nChanged 4
		SP:Iteration 19Q (5066.700000 sec): 3 clusters
  Score: Raw -151403.240584 + Penalty 3492.973941 = -147910.266643
  nChanged 2
		SP:Iteration 20F (5066.700000 sec): 3 clusters
  Score: Raw -151413.535013 + Penalty 3492.973941 = -147920.561072
  nChanged 1
		SP:Iteration 21Q (5066.700000 sec): 3 clusters
  Score: Raw -151416.775194 + Penalty 3492.973941 = -147923.801252
  nChanged 0
		SP:Iteration 22F (5066.710000 sec): 3 clusters
  Score: Raw -151416.775194 + Penalty 3492.973941 = -147923.801252
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 33.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5066.710000 sec): 2 clusters
  Score: Raw -59390.796509 + Penalty 1620.739835 = -57770.056674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5066.720000 sec): 3 clusters
  Score: Raw -59677.790028 + Penalty 3241.479670 = -56436.310357
  nChanged 250
		SP:Iteration 1F (5066.720000 sec): 3 clusters
  Score: Raw -61036.846373 + Penalty 3241.479670 = -57795.366702
  nChanged 123
		SP:Iteration 2F (5066.720000 sec): 3 clusters
  Score: Raw -62413.870520 + Penalty 3241.479670 = -59172.390849
  nChanged 45
		SP:Iteration 3F (5066.730000 sec): 3 clusters
  Score: Raw -63481.399773 + Penalty 3241.479670 = -60239.920102
  nChanged 27
		SP:Iteration 4Q (5066.730000 sec): 3 clusters
  Score: Raw -63764.574721 + Penalty 3241.479670 = -60523.095051
  nChanged 11
		SP:Iteration 5Q (5066.730000 sec): 3 clusters
  Score: Raw -63835.687754 + Penalty 3241.479670 = -60594.208084
  nChanged 3
		SP:Iteration 6Q (5066.730000 sec): 3 clusters
  Score: Raw -63844.468050 + Penalty 3241.479670 = -60602.988380
  nChanged 1
		SP:Iteration 7Q (5066.730000 sec): 3 clusters
  Score: Raw -63847.405326 + Penalty 3241.479670 = -60605.925655
  nChanged 1
		SP:Iteration 8Q (5066.730000 sec): 3 clusters
  Score: Raw -63849.655935 + Penalty 3241.479670 = -60608.176264
  nChanged 1
		SP:Iteration 9Q (5066.740000 sec): 3 clusters
  Score: Raw -63851.398440 + Penalty 3241.479670 = -60609.918770
  nChanged 0
		SP:Iteration 10F (5066.740000 sec): 3 clusters
  Score: Raw -63851.398440 + Penalty 3241.479670 = -60609.918770
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 34.
Iteration 99Q (5076.830000 sec): 35 clusters
  Score: Raw -117622239.741133 + Penalty 114739.327988 = -117507500.413145
  nChanged 180
Iteration 100F (5113.820000 sec): 35 clusters
  Score: Raw -117622861.210066 + Penalty 114739.327988 = -117508121.882077
  nChanged 155
Iteration 101Q (5123.820000 sec): 35 clusters
  Score: Raw -117623115.354354 + Penalty 114739.327988 = -117508376.026366
  nChanged 149
Iteration 102Q (5133.820000 sec): 35 clusters
  Score: Raw -117623195.520410 + Penalty 114739.327988 = -117508456.192422
  nChanged 128
Iteration 103Q (5143.800000 sec): 35 clusters
  Score: Raw -117623206.141887 + Penalty 114739.327988 = -117508466.813899
  nChanged 137
Iteration 104Q (5153.780000 sec): 35 clusters
  Score: Raw -117623221.495016 + Penalty 114739.327988 = -117508482.167028
  nChanged 139
Iteration 105Q (5163.760000 sec): 35 clusters
  Score: Raw -117623226.430110 + Penalty 114739.327988 = -117508487.102121
  nChanged 139
Iteration 106Q (5173.730000 sec): 35 clusters
  Score: Raw -117623230.716765 + Penalty 114739.327988 = -117508491.388777
  nChanged 134
Iteration 107Q (5183.770000 sec): 35 clusters
  Score: Raw -117623234.849562 + Penalty 114739.327988 = -117508495.521574
  nChanged 123
Iteration 108Q (5193.740000 sec): 35 clusters
  Score: Raw -117623238.630956 + Penalty 114739.327988 = -117508499.302968
  nChanged 107
Iteration 109Q (5203.720000 sec): 35 clusters
  Score: Raw -117623244.344067 + Penalty 114739.327988 = -117508505.016079
  nChanged 104
Iteration 110Q (5213.690000 sec): 35 clusters
  Score: Raw -117623247.459888 + Penalty 114739.327988 = -117508508.131900
  nChanged 90
Iteration 111Q (5223.720000 sec): 35 clusters
  Score: Raw -117623250.426673 + Penalty 114739.327988 = -117508511.098685
  nChanged 98
Iteration 112Q (5233.690000 sec): 35 clusters
  Score: Raw -117623253.216320 + Penalty 114739.327988 = -117508513.888332
  nChanged 95
Iteration 113Q (5243.680000 sec): 35 clusters
  Score: Raw -117623255.100484 + Penalty 114739.327988 = -117508515.772496
  nChanged 74
Iteration 114Q (5253.640000 sec): 35 clusters
  Score: Raw -117623256.399633 + Penalty 114739.327988 = -117508517.071645
  nChanged 81
Iteration 115Q (5263.620000 sec): 35 clusters
  Score: Raw -117623258.361524 + Penalty 114739.327988 = -117508519.033536
  nChanged 78
Iteration 116Q (5273.610000 sec): 35 clusters
  Score: Raw -117623260.410304 + Penalty 114739.327988 = -117508521.082316
  nChanged 59
Iteration 117Q (5283.580000 sec): 35 clusters
  Score: Raw -117623261.955661 + Penalty 114739.327988 = -117508522.627673
  nChanged 59
Iteration 118Q (5293.530000 sec): 35 clusters
  Score: Raw -117623263.095758 + Penalty 114739.327988 = -117508523.767770
  nChanged 54
Iteration 119Q (5303.490000 sec): 35 clusters
  Score: Raw -117623264.068852 + Penalty 114739.327988 = -117508524.740864
  nChanged 54
Iteration 120F (5340.430000 sec): 35 clusters
  Score: Raw -117623268.575188 + Penalty 114739.327988 = -117508529.247200
  nChanged 55
Iteration 121Q (5350.420000 sec): 35 clusters
  Score: Raw -117623374.608073 + Penalty 114739.327988 = -117508635.280084
  nChanged 62
Iteration 122Q (5360.410000 sec): 35 clusters
  Score: Raw -117623474.840407 + Penalty 114739.327988 = -117508735.512419
  nChanged 44
Iteration 123Q (5370.370000 sec): 35 clusters
  Score: Raw -117623500.457534 + Penalty 114739.327988 = -117508761.129546
  nChanged 43
Iteration 124Q (5380.300000 sec): 35 clusters
  Score: Raw -117623511.667185 + Penalty 114739.327988 = -117508772.339197
  nChanged 42
Iteration 125Q (5390.250000 sec): 35 clusters
  Score: Raw -117623553.364583 + Penalty 114739.327988 = -117508814.036595
  nChanged 46
Iteration 126Q (5400.200000 sec): 35 clusters
  Score: Raw -117623556.931999 + Penalty 114739.327988 = -117508817.604011
  nChanged 34
Iteration 127Q (5410.060000 sec): 35 clusters
  Score: Raw -117623557.643739 + Penalty 114739.327988 = -117508818.315751
  nChanged 28
Iteration 128Q (5419.960000 sec): 35 clusters
  Score: Raw -117623558.643016 + Penalty 114739.327988 = -117508819.315027
  nChanged 26
Iteration 129Q (5429.910000 sec): 35 clusters
  Score: Raw -117623560.151686 + Penalty 114739.327988 = -117508820.823698
  nChanged 21
Iteration 130Q (5439.870000 sec): 35 clusters
  Score: Raw -117623560.842062 + Penalty 114739.327988 = -117508821.514073
  nChanged 32
Iteration 131Q (5449.820000 sec): 35 clusters
  Score: Raw -117623561.565397 + Penalty 114739.327988 = -117508822.237409
  nChanged 31
Iteration 132Q (5459.770000 sec): 35 clusters
  Score: Raw -117623562.211301 + Penalty 114739.327988 = -117508822.883313
  nChanged 35
Iteration 133Q (5469.730000 sec): 35 clusters
  Score: Raw -117623563.058173 + Penalty 114739.327988 = -117508823.730185
  nChanged 29
Iteration 134Q (5479.770000 sec): 35 clusters
  Score: Raw -117623563.764008 + Penalty 114739.327988 = -117508824.436020
  nChanged 27
Iteration 135Q (5489.770000 sec): 35 clusters
  Score: Raw -117623564.382839 + Penalty 114739.327988 = -117508825.054850
  nChanged 31
Iteration 136Q (5499.720000 sec): 35 clusters
  Score: Raw -117623565.191451 + Penalty 114739.327988 = -117508825.863463
  nChanged 36
Iteration 137Q (5509.660000 sec): 35 clusters
  Score: Raw -117623566.061318 + Penalty 114739.327988 = -117508826.733330
  nChanged 24
Iteration 138Q (5519.590000 sec): 35 clusters
  Score: Raw -117623566.608845 + Penalty 114739.327988 = -117508827.280857
  nChanged 20
Writing temp clu file 
Because OldScore, -117508826.733330, is greater than current (better) Score,-117508827.280857 
 Compute initial score before splitting:   Score: Raw -117623566.608845 + Penalty 114739.327988 = -117508827.280857
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5519.750000 sec): 2 clusters
  Score: Raw -1045983.677138 + Penalty 2200.342051 = -1043783.335087
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5519.790000 sec): 3 clusters
  Score: Raw -1042337.449800 + Penalty 4400.684102 = -1037936.765699
  nChanged 2805
		SP:Iteration 1F (5519.820000 sec): 3 clusters
  Score: Raw -1043852.828936 + Penalty 4400.684102 = -1039452.144834
  nChanged 474
		SP:Iteration 2F (5519.840000 sec): 3 clusters
  Score: Raw -1044094.424039 + Penalty 4400.684102 = -1039693.739937
  nChanged 315
		SP:Iteration 3Q (5519.870000 sec): 3 clusters
  Score: Raw -1044240.705574 + Penalty 4400.684102 = -1039840.021473
  nChanged 235
		SP:Iteration 4Q (5519.890000 sec): 3 clusters
  Score: Raw -1044351.975263 + Penalty 4400.684102 = -1039951.291161
  nChanged 215
		SP:Iteration 5Q (5519.920000 sec): 3 clusters
  Score: Raw -1044439.528939 + Penalty 4400.684102 = -1040038.844837
  nChanged 195
		SP:Iteration 6Q (5519.950000 sec): 3 clusters
  Score: Raw -1044519.248032 + Penalty 4400.684102 = -1040118.563930
  nChanged 167
		SP:Iteration 7Q (5519.970000 sec): 3 clusters
  Score: Raw -1044588.979056 + Penalty 4400.684102 = -1040188.294955
  nChanged 158
		SP:Iteration 8Q (5520.000000 sec): 3 clusters
  Score: Raw -1044658.422329 + Penalty 4400.684102 = -1040257.738228
  nChanged 154
		SP:Iteration 9Q (5520.020000 sec): 3 clusters
  Score: Raw -1044725.011727 + Penalty 4400.684102 = -1040324.327625
  nChanged 162
		SP:Iteration 10Q (5520.050000 sec): 3 clusters
  Score: Raw -1044802.816131 + Penalty 4400.684102 = -1040402.132030
  nChanged 182
		SP:Iteration 11Q (5520.070000 sec): 3 clusters
  Score: Raw -1044891.847679 + Penalty 4400.684102 = -1040491.163577
  nChanged 173
		SP:Iteration 12Q (5520.100000 sec): 3 clusters
  Score: Raw -1044976.027665 + Penalty 4400.684102 = -1040575.343563
  nChanged 163
		SP:Iteration 13Q (5520.130000 sec): 3 clusters
  Score: Raw -1045068.430341 + Penalty 4400.684102 = -1040667.746240
  nChanged 172
		SP:Iteration 14Q (5520.150000 sec): 3 clusters
  Score: Raw -1045173.061487 + Penalty 4400.684102 = -1040772.377385
  nChanged 170
		SP:Iteration 15Q (5520.170000 sec): 3 clusters
  Score: Raw -1045274.582365 + Penalty 4400.684102 = -1040873.898263
  nChanged 178
		SP:Iteration 16Q (5520.200000 sec): 3 clusters
  Score: Raw -1045398.336720 + Penalty 4400.684102 = -1040997.652619
  nChanged 178
		SP:Iteration 17Q (5520.220000 sec): 3 clusters
  Score: Raw -1045519.824044 + Penalty 4400.684102 = -1041119.139943
  nChanged 172
		SP:Iteration 18Q (5520.250000 sec): 3 clusters
  Score: Raw -1045638.384595 + Penalty 4400.684102 = -1041237.700493
  nChanged 164
		SP:Iteration 19Q (5520.270000 sec): 3 clusters
  Score: Raw -1045751.271009 + Penalty 4400.684102 = -1041350.586908
  nChanged 142
		SP:Iteration 20F (5520.300000 sec): 3 clusters
  Score: Raw -1045846.641048 + Penalty 4400.684102 = -1041445.956947
  nChanged 113
		SP:Iteration 21Q (5520.320000 sec): 3 clusters
  Score: Raw -1045923.822033 + Penalty 4400.684102 = -1041523.137932
  nChanged 110
		SP:Iteration 22Q (5520.340000 sec): 3 clusters
  Score: Raw -1046002.104151 + Penalty 4400.684102 = -1041601.420049
  nChanged 93
		SP:Iteration 23Q (5520.370000 sec): 3 clusters
  Score: Raw -1046075.275644 + Penalty 4400.684102 = -1041674.591542
  nChanged 80
		SP:Iteration 24Q (5520.390000 sec): 3 clusters
  Score: Raw -1046128.326702 + Penalty 4400.684102 = -1041727.642600
  nChanged 55
		SP:Iteration 25Q (5520.410000 sec): 3 clusters
  Score: Raw -1046171.707720 + Penalty 4400.684102 = -1041771.023618
  nChanged 46
		SP:Iteration 26Q (5520.430000 sec): 3 clusters
  Score: Raw -1046208.746014 + Penalty 4400.684102 = -1041808.061913
  nChanged 42
		SP:Iteration 27Q (5520.450000 sec): 3 clusters
  Score: Raw -1046242.427476 + Penalty 4400.684102 = -1041841.743375
  nChanged 38
		SP:Iteration 28Q (5520.470000 sec): 3 clusters
  Score: Raw -1046270.485639 + Penalty 4400.684102 = -1041869.801537
  nChanged 19
		SP:Iteration 29Q (5520.490000 sec): 3 clusters
  Score: Raw -1046284.321613 + Penalty 4400.684102 = -1041883.637512
  nChanged 12
		SP:Iteration 30Q (5520.510000 sec): 3 clusters
  Score: Raw -1046292.376540 + Penalty 4400.684102 = -1041891.692439
  nChanged 11
		SP:Iteration 31Q (5520.530000 sec): 3 clusters
  Score: Raw -1046300.008912 + Penalty 4400.684102 = -1041899.324810
  nChanged 9
		SP:Iteration 32Q (5520.550000 sec): 3 clusters
  Score: Raw -1046310.219163 + Penalty 4400.684102 = -1041909.535061
  nChanged 12
		SP:Iteration 33Q (5520.570000 sec): 3 clusters
  Score: Raw -1046319.455276 + Penalty 4400.684102 = -1041918.771175
  nChanged 13
		SP:Iteration 34Q (5520.590000 sec): 3 clusters
  Score: Raw -1046328.862623 + Penalty 4400.684102 = -1041928.178522
  nChanged 7
		SP:Iteration 35Q (5520.610000 sec): 3 clusters
  Score: Raw -1046333.012770 + Penalty 4400.684102 = -1041932.328668
  nChanged 3
		SP:Iteration 36Q (5520.630000 sec): 3 clusters
  Score: Raw -1046335.356379 + Penalty 4400.684102 = -1041934.672277
  nChanged 3
		SP:Iteration 37Q (5520.650000 sec): 3 clusters
  Score: Raw -1046338.913265 + Penalty 4400.684102 = -1041938.229163
  nChanged 3
		SP:Iteration 38Q (5520.670000 sec): 3 clusters
  Score: Raw -1046342.050433 + Penalty 4400.684102 = -1041941.366332
  nChanged 2
		SP:Iteration 39Q (5520.690000 sec): 3 clusters
  Score: Raw -1046343.283474 + Penalty 4400.684102 = -1041942.599372
  nChanged 4
		SP:Iteration 40F (5520.720000 sec): 3 clusters
  Score: Raw -1046346.484797 + Penalty 4400.684102 = -1041945.800695
  nChanged 7
		SP:Iteration 41Q (5520.740000 sec): 3 clusters
  Score: Raw -1046353.108981 + Penalty 4400.684102 = -1041952.424879
  nChanged 7
		SP:Iteration 42Q (5520.760000 sec): 3 clusters
  Score: Raw -1046357.834109 + Penalty 4400.684102 = -1041957.150007
  nChanged 3
		SP:Iteration 43Q (5520.780000 sec): 3 clusters
  Score: Raw -1046359.049471 + Penalty 4400.684102 = -1041958.365370
  nChanged 4
		SP:Iteration 44Q (5520.800000 sec): 3 clusters
  Score: Raw -1046361.340824 + Penalty 4400.684102 = -1041960.656722
  nChanged 2
		SP:Iteration 45Q (5520.820000 sec): 3 clusters
  Score: Raw -1046362.617032 + Penalty 4400.684102 = -1041961.932931
  nChanged 2
		SP:Iteration 46Q (5520.850000 sec): 3 clusters
  Score: Raw -1046363.541881 + Penalty 4400.684102 = -1041962.857779
  nChanged 1
		SP:Iteration 47Q (5520.870000 sec): 3 clusters
  Score: Raw -1046363.951103 + Penalty 4400.684102 = -1041963.267001
  nChanged 2
		SP:Iteration 48Q (5520.890000 sec): 3 clusters
  Score: Raw -1046365.460694 + Penalty 4400.684102 = -1041964.776592
  nChanged 3
		SP:Iteration 49Q (5520.910000 sec): 3 clusters
  Score: Raw -1046367.826639 + Penalty 4400.684102 = -1041967.142538
  nChanged 1
		SP:Iteration 50Q (5520.930000 sec): 3 clusters
  Score: Raw -1046368.407776 + Penalty 4400.684102 = -1041967.723674
  nChanged 1
		SP:Iteration 51Q (5520.950000 sec): 3 clusters
  Score: Raw -1046368.873345 + Penalty 4400.684102 = -1041968.189243
  nChanged 1
		SP:Iteration 52Q (5520.970000 sec): 3 clusters
  Score: Raw -1046370.059607 + Penalty 4400.684102 = -1041969.375505
  nChanged 1
		SP:Iteration 53Q (5520.990000 sec): 3 clusters
  Score: Raw -1046370.669111 + Penalty 4400.684102 = -1041969.985010
  nChanged 1
		SP:Iteration 54Q (5521.010000 sec): 3 clusters
  Score: Raw -1046371.155305 + Penalty 4400.684102 = -1041970.471203
  nChanged 1
		SP:Iteration 55Q (5521.030000 sec): 3 clusters
  Score: Raw -1046372.511459 + Penalty 4400.684102 = -1041971.827358
  nChanged 3
		SP:Iteration 56Q (5521.050000 sec): 3 clusters
  Score: Raw -1046374.349523 + Penalty 4400.684102 = -1041973.665422
  nChanged 1
		SP:Iteration 57Q (5521.070000 sec): 3 clusters
  Score: Raw -1046375.736976 + Penalty 4400.684102 = -1041975.052875
  nChanged 1
		SP:Iteration 58Q (5521.090000 sec): 3 clusters
  Score: Raw -1046376.311223 + Penalty 4400.684102 = -1041975.627121
  nChanged 0
		SP:Iteration 59F (5521.110000 sec): 3 clusters
  Score: Raw -1046376.311223 + Penalty 4400.684102 = -1041975.627121
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5521.140000 sec): 2 clusters
  Score: Raw -1056398.542345 + Penalty 2206.523484 = -1054192.018860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5521.170000 sec): 3 clusters
  Score: Raw -1052585.349126 + Penalty 4413.046968 = -1048172.302158
  nChanged 2933
		SP:Iteration 1F (5521.190000 sec): 3 clusters
  Score: Raw -1054216.327450 + Penalty 4413.046968 = -1049803.280482
  nChanged 512
		SP:Iteration 2F (5521.220000 sec): 3 clusters
  Score: Raw -1054502.682011 + Penalty 4413.046968 = -1050089.635043
  nChanged 407
		SP:Iteration 3F (5521.250000 sec): 3 clusters
  Score: Raw -1054737.720025 + Penalty 4413.046968 = -1050324.673057
  nChanged 382
		SP:Iteration 4F (5521.270000 sec): 3 clusters
  Score: Raw -1054970.500324 + Penalty 4413.046968 = -1050557.453356
  nChanged 309
		SP:Iteration 5Q (5521.300000 sec): 3 clusters
  Score: Raw -1055172.804455 + Penalty 4413.046968 = -1050759.757487
  nChanged 307
		SP:Iteration 6Q (5521.330000 sec): 3 clusters
  Score: Raw -1055356.183172 + Penalty 4413.046968 = -1050943.136204
  nChanged 266
		SP:Iteration 7Q (5521.350000 sec): 3 clusters
  Score: Raw -1055514.212067 + Penalty 4413.046968 = -1051101.165099
  nChanged 231
		SP:Iteration 8Q (5521.380000 sec): 3 clusters
  Score: Raw -1055644.536061 + Penalty 4413.046968 = -1051231.489093
  nChanged 220
		SP:Iteration 9Q (5521.410000 sec): 3 clusters
  Score: Raw -1055776.672912 + Penalty 4413.046968 = -1051363.625944
  nChanged 232
		SP:Iteration 10Q (5521.430000 sec): 3 clusters
  Score: Raw -1055929.441043 + Penalty 4413.046968 = -1051516.394075
  nChanged 216
		SP:Iteration 11Q (5521.460000 sec): 3 clusters
  Score: Raw -1056067.380053 + Penalty 4413.046968 = -1051654.333085
  nChanged 212
		SP:Iteration 12Q (5521.490000 sec): 3 clusters
  Score: Raw -1056202.060389 + Penalty 4413.046968 = -1051789.013421
  nChanged 169
		SP:Iteration 13Q (5521.510000 sec): 3 clusters
  Score: Raw -1056305.421068 + Penalty 4413.046968 = -1051892.374099
  nChanged 149
		SP:Iteration 14Q (5521.540000 sec): 3 clusters
  Score: Raw -1056395.841619 + Penalty 4413.046968 = -1051982.794651
  nChanged 123
		SP:Iteration 15Q (5521.560000 sec): 3 clusters
  Score: Raw -1056474.661512 + Penalty 4413.046968 = -1052061.614543
  nChanged 113
		SP:Iteration 16Q (5521.590000 sec): 3 clusters
  Score: Raw -1056532.029515 + Penalty 4413.046968 = -1052118.982547
  nChanged 86
		SP:Iteration 17Q (5521.610000 sec): 3 clusters
  Score: Raw -1056576.723115 + Penalty 4413.046968 = -1052163.676147
  nChanged 86
		SP:Iteration 18Q (5521.640000 sec): 3 clusters
  Score: Raw -1056632.324072 + Penalty 4413.046968 = -1052219.277104
  nChanged 57
		SP:Iteration 19Q (5521.660000 sec): 3 clusters
  Score: Raw -1056662.354407 + Penalty 4413.046968 = -1052249.307439
  nChanged 42
		SP:Iteration 20F (5521.690000 sec): 3 clusters
  Score: Raw -1056680.553671 + Penalty 4413.046968 = -1052267.506702
  nChanged 34
		SP:Iteration 21Q (5521.710000 sec): 3 clusters
  Score: Raw -1056695.150702 + Penalty 4413.046968 = -1052282.103734
  nChanged 27
		SP:Iteration 22Q (5521.730000 sec): 3 clusters
  Score: Raw -1056704.257044 + Penalty 4413.046968 = -1052291.210076
  nChanged 24
		SP:Iteration 23Q (5521.760000 sec): 3 clusters
  Score: Raw -1056712.772819 + Penalty 4413.046968 = -1052299.725851
  nChanged 27
		SP:Iteration 24Q (5521.780000 sec): 3 clusters
  Score: Raw -1056719.729151 + Penalty 4413.046968 = -1052306.682183
  nChanged 13
		SP:Iteration 25Q (5521.810000 sec): 3 clusters
  Score: Raw -1056722.787338 + Penalty 4413.046968 = -1052309.740370
  nChanged 17
		SP:Iteration 26Q (5521.830000 sec): 3 clusters
  Score: Raw -1056726.591472 + Penalty 4413.046968 = -1052313.544503
  nChanged 11
		SP:Iteration 27Q (5521.860000 sec): 3 clusters
  Score: Raw -1056728.714195 + Penalty 4413.046968 = -1052315.667227
  nChanged 7
		SP:Iteration 28Q (5521.880000 sec): 3 clusters
  Score: Raw -1056730.198762 + Penalty 4413.046968 = -1052317.151794
  nChanged 6
		SP:Iteration 29Q (5521.900000 sec): 3 clusters
  Score: Raw -1056732.112267 + Penalty 4413.046968 = -1052319.065299
  nChanged 7
		SP:Iteration 30Q (5521.930000 sec): 3 clusters
  Score: Raw -1056733.743848 + Penalty 4413.046968 = -1052320.696879
  nChanged 5
		SP:Iteration 31Q (5521.950000 sec): 3 clusters
  Score: Raw -1056735.104325 + Penalty 4413.046968 = -1052322.057357
  nChanged 6
		SP:Iteration 32Q (5521.970000 sec): 3 clusters
  Score: Raw -1056736.374714 + Penalty 4413.046968 = -1052323.327746
  nChanged 5
		SP:Iteration 33Q (5522.000000 sec): 3 clusters
  Score: Raw -1056737.816299 + Penalty 4413.046968 = -1052324.769330
  nChanged 3
		SP:Iteration 34Q (5522.020000 sec): 3 clusters
  Score: Raw -1056738.600985 + Penalty 4413.046968 = -1052325.554017
  nChanged 6
		SP:Iteration 35Q (5522.050000 sec): 3 clusters
  Score: Raw -1056739.555627 + Penalty 4413.046968 = -1052326.508659
  nChanged 1
		SP:Iteration 36Q (5522.070000 sec): 3 clusters
  Score: Raw -1056739.722327 + Penalty 4413.046968 = -1052326.675359
  nChanged 1
		SP:Iteration 37Q (5522.090000 sec): 3 clusters
  Score: Raw -1056740.041018 + Penalty 4413.046968 = -1052326.994050
  nChanged 1
		SP:Iteration 38Q (5522.120000 sec): 3 clusters
  Score: Raw -1056740.168108 + Penalty 4413.046968 = -1052327.121140
  nChanged 1
		SP:Iteration 39Q (5522.140000 sec): 3 clusters
  Score: Raw -1056740.544535 + Penalty 4413.046968 = -1052327.497567
  nChanged 1
		SP:Iteration 40F (5522.170000 sec): 3 clusters
  Score: Raw -1056740.731983 + Penalty 4413.046968 = -1052327.685015
  nChanged 2
		SP:Iteration 41Q (5522.190000 sec): 3 clusters
  Score: Raw -1056741.021712 + Penalty 4413.046968 = -1052327.974744
  nChanged 0
		SP:Iteration 42F (5522.220000 sec): 3 clusters
  Score: Raw -1056741.021712 + Penalty 4413.046968 = -1052327.974744
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5522.310000 sec): 2 clusters
  Score: Raw -4004703.146646 + Penalty 2531.462575 = -4002171.684070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5522.410000 sec): 3 clusters
  Score: Raw -3988489.606163 + Penalty 5062.925151 = -3983426.681012
  nChanged 12197
		SP:Iteration 1F (5522.510000 sec): 3 clusters
  Score: Raw -3994928.496415 + Penalty 5062.925151 = -3989865.571264
  nChanged 1280
		SP:Iteration 2Q (5522.610000 sec): 3 clusters
  Score: Raw -3995328.056458 + Penalty 5062.925151 = -3990265.131307
  nChanged 1111
		SP:Iteration 3Q (5522.710000 sec): 3 clusters
  Score: Raw -3995653.470079 + Penalty 5062.925151 = -3990590.544929
  nChanged 968
		SP:Iteration 4Q (5522.810000 sec): 3 clusters
  Score: Raw -3995942.567300 + Penalty 5062.925151 = -3990879.642149
  nChanged 963
		SP:Iteration 5Q (5522.920000 sec): 3 clusters
  Score: Raw -3996245.846728 + Penalty 5062.925151 = -3991182.921578
  nChanged 972
		SP:Iteration 6Q (5523.020000 sec): 3 clusters
  Score: Raw -3996610.678120 + Penalty 5062.925151 = -3991547.752969
  nChanged 1160
		SP:Iteration 7Q (5523.120000 sec): 3 clusters
  Score: Raw -3997144.982272 + Penalty 5062.925151 = -3992082.057121
  nChanged 1352
		SP:Iteration 8Q (5523.220000 sec): 3 clusters
  Score: Raw -3997850.739264 + Penalty 5062.925151 = -3992787.814113
  nChanged 1524
		SP:Iteration 9F (5523.320000 sec): 3 clusters
  Score: Raw -3998782.572053 + Penalty 5062.925151 = -3993719.646902
  nChanged 1600
		SP:Iteration 10F (5523.420000 sec): 3 clusters
  Score: Raw -3999909.338915 + Penalty 5062.925151 = -3994846.413764
  nChanged 1633
		SP:Iteration 11F (5523.520000 sec): 3 clusters
  Score: Raw -4001155.178397 + Penalty 5062.925151 = -3996092.253246
  nChanged 1369
		SP:Iteration 12F (5523.620000 sec): 3 clusters
  Score: Raw -4002272.026308 + Penalty 5062.925151 = -3997209.101158
  nChanged 1053
		SP:Iteration 13Q (5523.720000 sec): 3 clusters
  Score: Raw -4003117.718666 + Penalty 5062.925151 = -3998054.793515
  nChanged 754
		SP:Iteration 14Q (5523.810000 sec): 3 clusters
  Score: Raw -4003680.425365 + Penalty 5062.925151 = -3998617.500215
  nChanged 536
		SP:Iteration 15Q (5523.900000 sec): 3 clusters
  Score: Raw -4004022.552368 + Penalty 5062.925151 = -3998959.627217
  nChanged 367
		SP:Iteration 16Q (5523.990000 sec): 3 clusters
  Score: Raw -4004223.197454 + Penalty 5062.925151 = -3999160.272303
  nChanged 296
		SP:Iteration 17Q (5524.070000 sec): 3 clusters
  Score: Raw -4004380.169816 + Penalty 5062.925151 = -3999317.244665
  nChanged 254
		SP:Iteration 18Q (5524.150000 sec): 3 clusters
  Score: Raw -4004506.802948 + Penalty 5062.925151 = -3999443.877797
  nChanged 212
		SP:Iteration 19Q (5524.230000 sec): 3 clusters
  Score: Raw -4004606.955531 + Penalty 5062.925151 = -3999544.030380
  nChanged 182
		SP:Iteration 20F (5524.330000 sec): 3 clusters
  Score: Raw -4004689.189101 + Penalty 5062.925151 = -3999626.263950
  nChanged 150
		SP:Iteration 21Q (5524.410000 sec): 3 clusters
  Score: Raw -4004755.854028 + Penalty 5062.925151 = -3999692.928877
  nChanged 137
		SP:Iteration 22Q (5524.480000 sec): 3 clusters
  Score: Raw -4004813.217979 + Penalty 5062.925151 = -3999750.292828
  nChanged 117
		SP:Iteration 23Q (5524.560000 sec): 3 clusters
  Score: Raw -4004857.114243 + Penalty 5062.925151 = -3999794.189092
  nChanged 88
		SP:Iteration 24Q (5524.630000 sec): 3 clusters
  Score: Raw -4004887.310603 + Penalty 5062.925151 = -3999824.385452
  nChanged 61
		SP:Iteration 25Q (5524.710000 sec): 3 clusters
  Score: Raw -4004904.899653 + Penalty 5062.925151 = -3999841.974503
  nChanged 52
		SP:Iteration 26Q (5524.790000 sec): 3 clusters
  Score: Raw -4004920.876550 + Penalty 5062.925151 = -3999857.951399
  nChanged 45
		SP:Iteration 27Q (5524.860000 sec): 3 clusters
  Score: Raw -4004932.454268 + Penalty 5062.925151 = -3999869.529117
  nChanged 43
		SP:Iteration 28Q (5524.940000 sec): 3 clusters
  Score: Raw -4004945.134480 + Penalty 5062.925151 = -3999882.209329
  nChanged 33
		SP:Iteration 29Q (5525.010000 sec): 3 clusters
  Score: Raw -4004952.820424 + Penalty 5062.925151 = -3999889.895274
  nChanged 25
		SP:Iteration 30Q (5525.090000 sec): 3 clusters
  Score: Raw -4004960.705528 + Penalty 5062.925151 = -3999897.780377
  nChanged 24
		SP:Iteration 31Q (5525.160000 sec): 3 clusters
  Score: Raw -4004968.566365 + Penalty 5062.925151 = -3999905.641214
  nChanged 22
		SP:Iteration 32Q (5525.230000 sec): 3 clusters
  Score: Raw -4004976.574944 + Penalty 5062.925151 = -3999913.649794
  nChanged 18
		SP:Iteration 33Q (5525.310000 sec): 3 clusters
  Score: Raw -4004980.986506 + Penalty 5062.925151 = -3999918.061355
  nChanged 17
		SP:Iteration 34Q (5525.380000 sec): 3 clusters
  Score: Raw -4004985.801998 + Penalty 5062.925151 = -3999922.876847
  nChanged 21
		SP:Iteration 35Q (5525.450000 sec): 3 clusters
  Score: Raw -4004992.973275 + Penalty 5062.925151 = -3999930.048125
  nChanged 24
		SP:Iteration 36Q (5525.540000 sec): 3 clusters
  Score: Raw -4005000.630822 + Penalty 5062.925151 = -3999937.705672
  nChanged 20
		SP:Iteration 37Q (5525.610000 sec): 3 clusters
  Score: Raw -4005005.894691 + Penalty 5062.925151 = -3999942.969540
  nChanged 15
		SP:Iteration 38Q (5525.680000 sec): 3 clusters
  Score: Raw -4005010.213432 + Penalty 5062.925151 = -3999947.288281
  nChanged 21
		SP:Iteration 39Q (5525.760000 sec): 3 clusters
  Score: Raw -4005016.370939 + Penalty 5062.925151 = -3999953.445788
  nChanged 17
		SP:Iteration 40F (5525.860000 sec): 3 clusters
  Score: Raw -4005021.380640 + Penalty 5062.925151 = -3999958.455489
  nChanged 22
		SP:Iteration 41Q (5525.930000 sec): 3 clusters
  Score: Raw -4005029.371406 + Penalty 5062.925151 = -3999966.446255
  nChanged 28
		SP:Iteration 42Q (5526.010000 sec): 3 clusters
  Score: Raw -4005037.664093 + Penalty 5062.925151 = -3999974.738942
  nChanged 18
		SP:Iteration 43Q (5526.080000 sec): 3 clusters
  Score: Raw -4005041.875077 + Penalty 5062.925151 = -3999978.949926
  nChanged 13
		SP:Iteration 44Q (5526.150000 sec): 3 clusters
  Score: Raw -4005044.908125 + Penalty 5062.925151 = -3999981.982974
  nChanged 10
		SP:Iteration 45Q (5526.220000 sec): 3 clusters
  Score: Raw -4005048.063866 + Penalty 5062.925151 = -3999985.138716
  nChanged 9
		SP:Iteration 46Q (5526.300000 sec): 3 clusters
  Score: Raw -4005050.417558 + Penalty 5062.925151 = -3999987.492407
  nChanged 8
		SP:Iteration 47Q (5526.370000 sec): 3 clusters
  Score: Raw -4005052.129975 + Penalty 5062.925151 = -3999989.204824
  nChanged 8
		SP:Iteration 48Q (5526.440000 sec): 3 clusters
  Score: Raw -4005054.625824 + Penalty 5062.925151 = -3999991.700673
  nChanged 9
		SP:Iteration 49Q (5526.510000 sec): 3 clusters
  Score: Raw -4005056.311360 + Penalty 5062.925151 = -3999993.386210
  nChanged 9
		SP:Iteration 50Q (5526.580000 sec): 3 clusters
  Score: Raw -4005058.442813 + Penalty 5062.925151 = -3999995.517663
  nChanged 13
		SP:Iteration 51Q (5526.660000 sec): 3 clusters
  Score: Raw -4005062.504509 + Penalty 5062.925151 = -3999999.579358
  nChanged 10
		SP:Iteration 52Q (5526.730000 sec): 3 clusters
  Score: Raw -4005064.620533 + Penalty 5062.925151 = -4000001.695382
  nChanged 7
		SP:Iteration 53Q (5526.800000 sec): 3 clusters
  Score: Raw -4005066.272363 + Penalty 5062.925151 = -4000003.347212
  nChanged 5
		SP:Iteration 54Q (5526.880000 sec): 3 clusters
  Score: Raw -4005067.035353 + Penalty 5062.925151 = -4000004.110202
  nChanged 5
		SP:Iteration 55Q (5526.950000 sec): 3 clusters
  Score: Raw -4005067.827433 + Penalty 5062.925151 = -4000004.902282
  nChanged 3
		SP:Iteration 56Q (5527.020000 sec): 3 clusters
  Score: Raw -4005068.181817 + Penalty 5062.925151 = -4000005.256667
  nChanged 1
		SP:Iteration 57Q (5527.100000 sec): 3 clusters
  Score: Raw -4005068.530665 + Penalty 5062.925151 = -4000005.605514
  nChanged 1
		SP:Iteration 58Q (5527.170000 sec): 3 clusters
  Score: Raw -4005068.986040 + Penalty 5062.925151 = -4000006.060889
  nChanged 2
		SP:Iteration 59Q (5527.240000 sec): 3 clusters
  Score: Raw -4005069.674139 + Penalty 5062.925151 = -4000006.748988
  nChanged 1
		SP:Iteration 60F (5527.340000 sec): 3 clusters
  Score: Raw -4005069.943725 + Penalty 5062.925151 = -4000007.018574
  nChanged 1
		SP:Iteration 61Q (5527.410000 sec): 3 clusters
  Score: Raw -4005070.230402 + Penalty 5062.925151 = -4000007.305251
  nChanged 1
		SP:Iteration 62Q (5527.490000 sec): 3 clusters
  Score: Raw -4005070.388292 + Penalty 5062.925151 = -4000007.463141
  nChanged 1
		SP:Iteration 63Q (5527.560000 sec): 3 clusters
  Score: Raw -4005070.552470 + Penalty 5062.925151 = -4000007.627320
  nChanged 0
		SP:Iteration 64F (5527.660000 sec): 3 clusters
  Score: Raw -4005070.552470 + Penalty 5062.925151 = -4000007.627320
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (23972 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5527.730000 sec): 2 clusters
  Score: Raw -3323176.781255 + Penalty 2500.991157 = -3320675.790098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5527.820000 sec): 3 clusters
  Score: Raw -3309040.571811 + Penalty 5001.982314 = -3304038.589497
  nChanged 10679
		SP:Iteration 1F (5527.910000 sec): 3 clusters
  Score: Raw -3315078.332374 + Penalty 5001.982314 = -3310076.350061
  nChanged 1352
		SP:Iteration 2F (5528.000000 sec): 3 clusters
  Score: Raw -3315654.933013 + Penalty 5001.982314 = -3310652.950699
  nChanged 1232
		SP:Iteration 3F (5528.090000 sec): 3 clusters
  Score: Raw -3316170.386489 + Penalty 5001.982314 = -3311168.404176
  nChanged 1133
		SP:Iteration 4Q (5528.180000 sec): 3 clusters
  Score: Raw -3316673.918265 + Penalty 5001.982314 = -3311671.935951
  nChanged 1106
		SP:Iteration 5Q (5528.280000 sec): 3 clusters
  Score: Raw -3317230.944295 + Penalty 5001.982314 = -3312228.961982
  nChanged 1185
		SP:Iteration 6Q (5528.370000 sec): 3 clusters
  Score: Raw -3317931.817016 + Penalty 5001.982314 = -3312929.834703
  nChanged 1275
		SP:Iteration 7F (5528.450000 sec): 3 clusters
  Score: Raw -3318764.409107 + Penalty 5001.982314 = -3313762.426793
  nChanged 1264
		SP:Iteration 8F (5528.540000 sec): 3 clusters
  Score: Raw -3319655.265372 + Penalty 5001.982314 = -3314653.283059
  nChanged 1142
		SP:Iteration 9Q (5528.630000 sec): 3 clusters
  Score: Raw -3320470.144134 + Penalty 5001.982314 = -3315468.161820
  nChanged 1010
		SP:Iteration 10Q (5528.720000 sec): 3 clusters
  Score: Raw -3321206.081298 + Penalty 5001.982314 = -3316204.098984
  nChanged 849
		SP:Iteration 11Q (5528.800000 sec): 3 clusters
  Score: Raw -3321791.728760 + Penalty 5001.982314 = -3316789.746446
  nChanged 664
		SP:Iteration 12Q (5528.880000 sec): 3 clusters
  Score: Raw -3322223.878685 + Penalty 5001.982314 = -3317221.896371
  nChanged 542
		SP:Iteration 13Q (5528.960000 sec): 3 clusters
  Score: Raw -3322582.400807 + Penalty 5001.982314 = -3317580.418493
  nChanged 427
		SP:Iteration 14Q (5529.040000 sec): 3 clusters
  Score: Raw -3322863.439685 + Penalty 5001.982314 = -3317861.457371
  nChanged 352
		SP:Iteration 15Q (5529.110000 sec): 3 clusters
  Score: Raw -3323071.285841 + Penalty 5001.982314 = -3318069.303527
  nChanged 262
		SP:Iteration 16Q (5529.180000 sec): 3 clusters
  Score: Raw -3323211.659987 + Penalty 5001.982314 = -3318209.677673
  nChanged 213
		SP:Iteration 17Q (5529.250000 sec): 3 clusters
  Score: Raw -3323321.299229 + Penalty 5001.982314 = -3318319.316916
  nChanged 161
		SP:Iteration 18Q (5529.320000 sec): 3 clusters
  Score: Raw -3323385.115860 + Penalty 5001.982314 = -3318383.133547
  nChanged 113
		SP:Iteration 19Q (5529.390000 sec): 3 clusters
  Score: Raw -3323427.720873 + Penalty 5001.982314 = -3318425.738560
  nChanged 98
		SP:Iteration 20F (5529.480000 sec): 3 clusters
  Score: Raw -3323461.598256 + Penalty 5001.982314 = -3318459.615942
  nChanged 75
		SP:Iteration 21Q (5529.550000 sec): 3 clusters
  Score: Raw -3323483.559631 + Penalty 5001.982314 = -3318481.577317
  nChanged 61
		SP:Iteration 22Q (5529.610000 sec): 3 clusters
  Score: Raw -3323502.035718 + Penalty 5001.982314 = -3318500.053404
  nChanged 62
		SP:Iteration 23Q (5529.680000 sec): 3 clusters
  Score: Raw -3323521.827243 + Penalty 5001.982314 = -3318519.844929
  nChanged 56
		SP:Iteration 24Q (5529.750000 sec): 3 clusters
  Score: Raw -3323537.084949 + Penalty 5001.982314 = -3318535.102635
  nChanged 42
		SP:Iteration 25Q (5529.810000 sec): 3 clusters
  Score: Raw -3323548.675140 + Penalty 5001.982314 = -3318546.692827
  nChanged 37
		SP:Iteration 26Q (5529.880000 sec): 3 clusters
  Score: Raw -3323558.566401 + Penalty 5001.982314 = -3318556.584087
  nChanged 35
		SP:Iteration 27Q (5529.950000 sec): 3 clusters
  Score: Raw -3323566.986851 + Penalty 5001.982314 = -3318565.004537
  nChanged 26
		SP:Iteration 28Q (5530.010000 sec): 3 clusters
  Score: Raw -3323574.647671 + Penalty 5001.982314 = -3318572.665357
  nChanged 35
		SP:Iteration 29Q (5530.080000 sec): 3 clusters
  Score: Raw -3323587.344292 + Penalty 5001.982314 = -3318585.361978
  nChanged 31
		SP:Iteration 30Q (5530.150000 sec): 3 clusters
  Score: Raw -3323594.529947 + Penalty 5001.982314 = -3318592.547634
  nChanged 23
		SP:Iteration 31Q (5530.210000 sec): 3 clusters
  Score: Raw -3323600.577153 + Penalty 5001.982314 = -3318598.594839
  nChanged 22
		SP:Iteration 32Q (5530.280000 sec): 3 clusters
  Score: Raw -3323605.445074 + Penalty 5001.982314 = -3318603.462760
  nChanged 18
		SP:Iteration 33Q (5530.350000 sec): 3 clusters
  Score: Raw -3323609.973121 + Penalty 5001.982314 = -3318607.990807
  nChanged 19
		SP:Iteration 34Q (5530.410000 sec): 3 clusters
  Score: Raw -3323614.675616 + Penalty 5001.982314 = -3318612.693302
  nChanged 25
		SP:Iteration 35Q (5530.480000 sec): 3 clusters
  Score: Raw -3323622.819141 + Penalty 5001.982314 = -3318620.836828
  nChanged 26
		SP:Iteration 36Q (5530.550000 sec): 3 clusters
  Score: Raw -3323631.000893 + Penalty 5001.982314 = -3318629.018579
  nChanged 29
		SP:Iteration 37Q (5530.610000 sec): 3 clusters
  Score: Raw -3323638.781352 + Penalty 5001.982314 = -3318636.799038
  nChanged 21
		SP:Iteration 38Q (5530.680000 sec): 3 clusters
  Score: Raw -3323644.188561 + Penalty 5001.982314 = -3318642.206247
  nChanged 20
		SP:Iteration 39Q (5530.750000 sec): 3 clusters
  Score: Raw -3323648.598432 + Penalty 5001.982314 = -3318646.616118
  nChanged 17
		SP:Iteration 40F (5530.840000 sec): 3 clusters
  Score: Raw -3323652.915101 + Penalty 5001.982314 = -3318650.932787
  nChanged 25
		SP:Iteration 41Q (5530.900000 sec): 3 clusters
  Score: Raw -3323660.918176 + Penalty 5001.982314 = -3318658.935862
  nChanged 23
		SP:Iteration 42Q (5530.970000 sec): 3 clusters
  Score: Raw -3323667.811631 + Penalty 5001.982314 = -3318665.829317
  nChanged 22
		SP:Iteration 43Q (5531.030000 sec): 3 clusters
  Score: Raw -3323673.063668 + Penalty 5001.982314 = -3318671.081354
  nChanged 20
		SP:Iteration 44Q (5531.100000 sec): 3 clusters
  Score: Raw -3323678.217728 + Penalty 5001.982314 = -3318676.235415
  nChanged 16
		SP:Iteration 45Q (5531.170000 sec): 3 clusters
  Score: Raw -3323682.244941 + Penalty 5001.982314 = -3318680.262627
  nChanged 17
		SP:Iteration 46Q (5531.230000 sec): 3 clusters
  Score: Raw -3323686.440561 + Penalty 5001.982314 = -3318684.458247
  nChanged 10
		SP:Iteration 47Q (5531.300000 sec): 3 clusters
  Score: Raw -3323689.004393 + Penalty 5001.982314 = -3318687.022079
  nChanged 16
		SP:Iteration 48Q (5531.370000 sec): 3 clusters
  Score: Raw -3323693.414434 + Penalty 5001.982314 = -3318691.432120
  nChanged 11
		SP:Iteration 49Q (5531.430000 sec): 3 clusters
  Score: Raw -3323696.353585 + Penalty 5001.982314 = -3318694.371271
  nChanged 11
		SP:Iteration 50Q (5531.500000 sec): 3 clusters
  Score: Raw -3323701.010644 + Penalty 5001.982314 = -3318699.028331
  nChanged 18
		SP:Iteration 51Q (5531.560000 sec): 3 clusters
  Score: Raw -3323705.241305 + Penalty 5001.982314 = -3318703.258991
  nChanged 14
		SP:Iteration 52Q (5531.630000 sec): 3 clusters
  Score: Raw -3323709.615086 + Penalty 5001.982314 = -3318707.632773
  nChanged 12
		SP:Iteration 53Q (5531.690000 sec): 3 clusters
  Score: Raw -3323712.724053 + Penalty 5001.982314 = -3318710.741739
  nChanged 14
		SP:Iteration 54Q (5531.760000 sec): 3 clusters
  Score: Raw -3323717.029886 + Penalty 5001.982314 = -3318715.047573
  nChanged 22
		SP:Iteration 55Q (5531.830000 sec): 3 clusters
  Score: Raw -3323722.826204 + Penalty 5001.982314 = -3318720.843891
  nChanged 16
		SP:Iteration 56Q (5531.890000 sec): 3 clusters
  Score: Raw -3323727.769139 + Penalty 5001.982314 = -3318725.786825
  nChanged 13
		SP:Iteration 57Q (5531.950000 sec): 3 clusters
  Score: Raw -3323731.750721 + Penalty 5001.982314 = -3318729.768407
  nChanged 15
		SP:Iteration 58Q (5532.020000 sec): 3 clusters
  Score: Raw -3323735.825832 + Penalty 5001.982314 = -3318733.843518
  nChanged 18
		SP:Iteration 59Q (5532.090000 sec): 3 clusters
  Score: Raw -3323740.736148 + Penalty 5001.982314 = -3318738.753834
  nChanged 18
		SP:Iteration 60F (5532.170000 sec): 3 clusters
  Score: Raw -3323746.561394 + Penalty 5001.982314 = -3318744.579080
  nChanged 15
		SP:Iteration 61Q (5532.230000 sec): 3 clusters
  Score: Raw -3323750.974505 + Penalty 5001.982314 = -3318748.992191
  nChanged 8
		SP:Iteration 62Q (5532.300000 sec): 3 clusters
  Score: Raw -3323752.888300 + Penalty 5001.982314 = -3318750.905987
  nChanged 3
		SP:Iteration 63Q (5532.370000 sec): 3 clusters
  Score: Raw -3323753.531206 + Penalty 5001.982314 = -3318751.548893
  nChanged 3
		SP:Iteration 64Q (5532.430000 sec): 3 clusters
  Score: Raw -3323754.216512 + Penalty 5001.982314 = -3318752.234198
  nChanged 2
		SP:Iteration 65Q (5532.500000 sec): 3 clusters
  Score: Raw -3323755.052788 + Penalty 5001.982314 = -3318753.070474
  nChanged 3
		SP:Iteration 66Q (5532.560000 sec): 3 clusters
  Score: Raw -3323755.610148 + Penalty 5001.982314 = -3318753.627834
  nChanged 2
		SP:Iteration 67Q (5532.630000 sec): 3 clusters
  Score: Raw -3323755.932685 + Penalty 5001.982314 = -3318753.950371
  nChanged 2
		SP:Iteration 68Q (5532.690000 sec): 3 clusters
  Score: Raw -3323756.284257 + Penalty 5001.982314 = -3318754.301944
  nChanged 1
		SP:Iteration 69Q (5532.760000 sec): 3 clusters
  Score: Raw -3323756.421433 + Penalty 5001.982314 = -3318754.439119
  nChanged 0
		SP:Iteration 70F (5532.850000 sec): 3 clusters
  Score: Raw -3323756.421433 + Penalty 5001.982314 = -3318754.439119
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5532.870000 sec): 2 clusters
  Score: Raw -495297.937820 + Penalty 2019.664378 = -493278.273441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5532.880000 sec): 3 clusters
  Score: Raw -493775.329505 + Penalty 4039.328756 = -489736.000749
  nChanged 1240
		SP:Iteration 1F (5532.890000 sec): 3 clusters
  Score: Raw -494532.492518 + Penalty 4039.328756 = -490493.163762
  nChanged 257
		SP:Iteration 2F (5532.900000 sec): 3 clusters
  Score: Raw -494700.611072 + Penalty 4039.328756 = -490661.282315
  nChanged 167
		SP:Iteration 3Q (5532.910000 sec): 3 clusters
  Score: Raw -494821.997480 + Penalty 4039.328756 = -490782.668724
  nChanged 149
		SP:Iteration 4Q (5532.930000 sec): 3 clusters
  Score: Raw -494936.057761 + Penalty 4039.328756 = -490896.729004
  nChanged 140
		SP:Iteration 5Q (5532.940000 sec): 3 clusters
  Score: Raw -495058.608911 + Penalty 4039.328756 = -491019.280155
  nChanged 153
		SP:Iteration 6Q (5532.950000 sec): 3 clusters
  Score: Raw -495185.876984 + Penalty 4039.328756 = -491146.548227
  nChanged 131
		SP:Iteration 7Q (5532.960000 sec): 3 clusters
  Score: Raw -495291.173546 + Penalty 4039.328756 = -491251.844790
  nChanged 123
		SP:Iteration 8Q (5532.970000 sec): 3 clusters
  Score: Raw -495402.305430 + Penalty 4039.328756 = -491362.976674
  nChanged 113
		SP:Iteration 9Q (5532.990000 sec): 3 clusters
  Score: Raw -495502.151395 + Penalty 4039.328756 = -491462.822639
  nChanged 103
		SP:Iteration 10Q (5533.000000 sec): 3 clusters
  Score: Raw -495591.018531 + Penalty 4039.328756 = -491551.689774
  nChanged 111
		SP:Iteration 11Q (5533.010000 sec): 3 clusters
  Score: Raw -495687.519394 + Penalty 4039.328756 = -491648.190638
  nChanged 84
		SP:Iteration 12Q (5533.030000 sec): 3 clusters
  Score: Raw -495761.225488 + Penalty 4039.328756 = -491721.896732
  nChanged 87
		SP:Iteration 13Q (5533.040000 sec): 3 clusters
  Score: Raw -495842.182626 + Penalty 4039.328756 = -491802.853870
  nChanged 77
		SP:Iteration 14Q (5533.050000 sec): 3 clusters
  Score: Raw -495929.213171 + Penalty 4039.328756 = -491889.884414
  nChanged 88
		SP:Iteration 15Q (5533.060000 sec): 3 clusters
  Score: Raw -496034.219724 + Penalty 4039.328756 = -491994.890967
  nChanged 84
		SP:Iteration 16Q (5533.070000 sec): 3 clusters
  Score: Raw -496128.328558 + Penalty 4039.328756 = -492088.999801
  nChanged 78
		SP:Iteration 17Q (5533.090000 sec): 3 clusters
  Score: Raw -496224.760885 + Penalty 4039.328756 = -492185.432129
  nChanged 92
		SP:Iteration 18Q (5533.100000 sec): 3 clusters
  Score: Raw -496350.790426 + Penalty 4039.328756 = -492311.461670
  nChanged 89
		SP:Iteration 19Q (5533.110000 sec): 3 clusters
  Score: Raw -496469.965906 + Penalty 4039.328756 = -492430.637149
  nChanged 82
		SP:Iteration 20F (5533.120000 sec): 3 clusters
  Score: Raw -496574.370543 + Penalty 4039.328756 = -492535.041787
  nChanged 84
		SP:Iteration 21Q (5533.130000 sec): 3 clusters
  Score: Raw -496672.282227 + Penalty 4039.328756 = -492632.953470
  nChanged 76
		SP:Iteration 22Q (5533.140000 sec): 3 clusters
  Score: Raw -496753.439940 + Penalty 4039.328756 = -492714.111184
  nChanged 63
		SP:Iteration 23Q (5533.150000 sec): 3 clusters
  Score: Raw -496795.925438 + Penalty 4039.328756 = -492756.596682
  nChanged 45
		SP:Iteration 24Q (5533.160000 sec): 3 clusters
  Score: Raw -496825.066625 + Penalty 4039.328756 = -492785.737869
  nChanged 40
		SP:Iteration 25Q (5533.170000 sec): 3 clusters
  Score: Raw -496854.881363 + Penalty 4039.328756 = -492815.552606
  nChanged 40
		SP:Iteration 26Q (5533.180000 sec): 3 clusters
  Score: Raw -496884.168200 + Penalty 4039.328756 = -492844.839444
  nChanged 41
		SP:Iteration 27Q (5533.190000 sec): 3 clusters
  Score: Raw -496910.512343 + Penalty 4039.328756 = -492871.183586
  nChanged 33
		SP:Iteration 28Q (5533.200000 sec): 3 clusters
  Score: Raw -496933.574146 + Penalty 4039.328756 = -492894.245390
  nChanged 36
		SP:Iteration 29Q (5533.210000 sec): 3 clusters
  Score: Raw -496956.744108 + Penalty 4039.328756 = -492917.415352
  nChanged 29
		SP:Iteration 30Q (5533.230000 sec): 3 clusters
  Score: Raw -496974.537998 + Penalty 4039.328756 = -492935.209241
  nChanged 24
		SP:Iteration 31Q (5533.230000 sec): 3 clusters
  Score: Raw -496988.859893 + Penalty 4039.328756 = -492949.531137
  nChanged 20
		SP:Iteration 32Q (5533.250000 sec): 3 clusters
  Score: Raw -496999.094751 + Penalty 4039.328756 = -492959.765995
  nChanged 12
		SP:Iteration 33Q (5533.250000 sec): 3 clusters
  Score: Raw -497002.764086 + Penalty 4039.328756 = -492963.435330
  nChanged 7
		SP:Iteration 34Q (5533.270000 sec): 3 clusters
  Score: Raw -497004.754678 + Penalty 4039.328756 = -492965.425922
  nChanged 3
		SP:Iteration 35Q (5533.270000 sec): 3 clusters
  Score: Raw -497005.721788 + Penalty 4039.328756 = -492966.393032
  nChanged 3
		SP:Iteration 36Q (5533.290000 sec): 3 clusters
  Score: Raw -497006.736873 + Penalty 4039.328756 = -492967.408117
  nChanged 2
		SP:Iteration 37Q (5533.290000 sec): 3 clusters
  Score: Raw -497007.249744 + Penalty 4039.328756 = -492967.920988
  nChanged 1
		SP:Iteration 38Q (5533.310000 sec): 3 clusters
  Score: Raw -497007.433455 + Penalty 4039.328756 = -492968.104699
  nChanged 1
		SP:Iteration 39Q (5533.310000 sec): 3 clusters
  Score: Raw -497007.833969 + Penalty 4039.328756 = -492968.505213
  nChanged 1
		SP:Iteration 40F (5533.330000 sec): 3 clusters
  Score: Raw -497008.018099 + Penalty 4039.328756 = -492968.689343
  nChanged 1
		SP:Iteration 41Q (5533.340000 sec): 3 clusters
  Score: Raw -497008.432371 + Penalty 4039.328756 = -492969.103614
  nChanged 2
		SP:Iteration 42Q (5533.350000 sec): 3 clusters
  Score: Raw -497009.294181 + Penalty 4039.328756 = -492969.965424
  nChanged 3
		SP:Iteration 43Q (5533.360000 sec): 3 clusters
  Score: Raw -497010.757709 + Penalty 4039.328756 = -492971.428953
  nChanged 3
		SP:Iteration 44Q (5533.370000 sec): 3 clusters
  Score: Raw -497011.842954 + Penalty 4039.328756 = -492972.514197
  nChanged 3
		SP:Iteration 45Q (5533.380000 sec): 3 clusters
  Score: Raw -497012.781027 + Penalty 4039.328756 = -492973.452270
  nChanged 3
		SP:Iteration 46Q (5533.390000 sec): 3 clusters
  Score: Raw -497013.598648 + Penalty 4039.328756 = -492974.269892
  nChanged 5
		SP:Iteration 47Q (5533.400000 sec): 3 clusters
  Score: Raw -497015.270103 + Penalty 4039.328756 = -492975.941347
  nChanged 4
		SP:Iteration 48Q (5533.410000 sec): 3 clusters
  Score: Raw -497017.823343 + Penalty 4039.328756 = -492978.494587
  nChanged 3
		SP:Iteration 49Q (5533.420000 sec): 3 clusters
  Score: Raw -497019.348166 + Penalty 4039.328756 = -492980.019409
  nChanged 2
		SP:Iteration 50Q (5533.430000 sec): 3 clusters
  Score: Raw -497020.656597 + Penalty 4039.328756 = -492981.327840
  nChanged 3
		SP:Iteration 51Q (5533.440000 sec): 3 clusters
  Score: Raw -497021.776882 + Penalty 4039.328756 = -492982.448125
  nChanged 4
		SP:Iteration 52Q (5533.450000 sec): 3 clusters
  Score: Raw -497023.715468 + Penalty 4039.328756 = -492984.386712
  nChanged 3
		SP:Iteration 53Q (5533.460000 sec): 3 clusters
  Score: Raw -497025.279414 + Penalty 4039.328756 = -492985.950657
  nChanged 1
		SP:Iteration 54Q (5533.470000 sec): 3 clusters
  Score: Raw -497025.500055 + Penalty 4039.328756 = -492986.171298
  nChanged 2
		SP:Iteration 55Q (5533.480000 sec): 3 clusters
  Score: Raw -497026.101532 + Penalty 4039.328756 = -492986.772776
  nChanged 1
		SP:Iteration 56Q (5533.490000 sec): 3 clusters
  Score: Raw -497026.327584 + Penalty 4039.328756 = -492986.998827
  nChanged 0
		SP:Iteration 57F (5533.500000 sec): 3 clusters
  Score: Raw -497026.327584 + Penalty 4039.328756 = -492986.998827
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5533.510000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5533.510000 sec): 3 clusters
  Score: Raw -126942.556142 + Penalty 3350.283633 = -123592.272508
  nChanged 212
		SP:Iteration 1F (5533.510000 sec): 3 clusters
  Score: Raw -127223.621326 + Penalty 3350.283633 = -123873.337693
  nChanged 36
		SP:Iteration 2Q (5533.510000 sec): 3 clusters
  Score: Raw -127287.757681 + Penalty 3350.283633 = -123937.474047
  nChanged 22
		SP:Iteration 3Q (5533.520000 sec): 3 clusters
  Score: Raw -127320.412288 + Penalty 3350.283633 = -123970.128654
  nChanged 15
		SP:Iteration 4Q (5533.520000 sec): 3 clusters
  Score: Raw -127338.771886 + Penalty 3350.283633 = -123988.488252
  nChanged 8
		SP:Iteration 5Q (5533.520000 sec): 3 clusters
  Score: Raw -127348.623311 + Penalty 3350.283633 = -123998.339678
  nChanged 7
		SP:Iteration 6Q (5533.530000 sec): 3 clusters
  Score: Raw -127356.297809 + Penalty 3350.283633 = -124006.014175
  nChanged 7
		SP:Iteration 7Q (5533.530000 sec): 3 clusters
  Score: Raw -127374.979613 + Penalty 3350.283633 = -124024.695979
  nChanged 7
		SP:Iteration 8Q (5533.530000 sec): 3 clusters
  Score: Raw -127385.596839 + Penalty 3350.283633 = -124035.313206
  nChanged 5
		SP:Iteration 9Q (5533.530000 sec): 3 clusters
  Score: Raw -127391.093778 + Penalty 3350.283633 = -124040.810145
  nChanged 4
		SP:Iteration 10Q (5533.540000 sec): 3 clusters
  Score: Raw -127394.858011 + Penalty 3350.283633 = -124044.574378
  nChanged 0
		SP:Iteration 11F (5533.540000 sec): 3 clusters
  Score: Raw -127394.858011 + Penalty 3350.283633 = -124044.574378
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5533.550000 sec): 2 clusters
  Score: Raw -34077.485412 + Penalty 1384.707085 = -32692.778327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5533.550000 sec): 3 clusters
  Score: Raw -34295.126283 + Penalty 2769.414169 = -31525.712114
  nChanged 38
		SP:Iteration 1F (5533.550000 sec): 3 clusters
  Score: Raw -34422.286280 + Penalty 2769.414169 = -31652.872111
  nChanged 9
		SP:Iteration 2Q (5533.550000 sec): 3 clusters
  Score: Raw -34471.262046 + Penalty 2769.414169 = -31701.847877
  nChanged 10
		SP:Iteration 3Q (5533.550000 sec): 3 clusters
  Score: Raw -34560.781685 + Penalty 2769.414169 = -31791.367515
  nChanged 7
		SP:Iteration 4Q (5533.550000 sec): 3 clusters
  Score: Raw -34635.061404 + Penalty 2769.414169 = -31865.647235
  nChanged 9
		SP:Iteration 5Q (5533.550000 sec): 3 clusters
  Score: Raw -34687.584306 + Penalty 2769.414169 = -31918.170137
  nChanged 2
		SP:Iteration 6Q (5533.550000 sec): 3 clusters
  Score: Raw -34702.647350 + Penalty 2769.414169 = -31933.233181
  nChanged 1
		SP:Iteration 7Q (5533.550000 sec): 3 clusters
  Score: Raw -34713.100210 + Penalty 2769.414169 = -31943.686041
  nChanged 2
		SP:Iteration 8Q (5533.550000 sec): 3 clusters
  Score: Raw -34732.313255 + Penalty 2769.414169 = -31962.899086
  nChanged 0
		SP:Iteration 9F (5533.550000 sec): 3 clusters
  Score: Raw -34732.313255 + Penalty 2769.414169 = -31962.899086
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5533.600000 sec): 2 clusters
  Score: Raw -2041152.166654 + Penalty 2361.802642 = -2038790.364012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5533.650000 sec): 3 clusters
  Score: Raw -2033463.564913 + Penalty 4723.605284 = -2028739.959628
  nChanged 5865
		SP:Iteration 1F (5533.700000 sec): 3 clusters
  Score: Raw -2036761.664507 + Penalty 4723.605284 = -2032038.059222
  nChanged 922
		SP:Iteration 2F (5533.750000 sec): 3 clusters
  Score: Raw -2037241.018155 + Penalty 4723.605284 = -2032517.412871
  nChanged 783
		SP:Iteration 3F (5533.800000 sec): 3 clusters
  Score: Raw -2037654.162667 + Penalty 4723.605284 = -2032930.557383
  nChanged 756
		SP:Iteration 4F (5533.850000 sec): 3 clusters
  Score: Raw -2038120.906085 + Penalty 4723.605284 = -2033397.300800
  nChanged 817
		SP:Iteration 5F (5533.900000 sec): 3 clusters
  Score: Raw -2038679.172700 + Penalty 4723.605284 = -2033955.567416
  nChanged 765
		SP:Iteration 6F (5533.950000 sec): 3 clusters
  Score: Raw -2039260.134690 + Penalty 4723.605284 = -2034536.529405
  nChanged 695
		SP:Iteration 7F (5533.990000 sec): 3 clusters
  Score: Raw -2039819.753603 + Penalty 4723.605284 = -2035096.148319
  nChanged 605
		SP:Iteration 8Q (5534.040000 sec): 3 clusters
  Score: Raw -2040349.057316 + Penalty 4723.605284 = -2035625.452032
  nChanged 429
		SP:Iteration 9Q (5534.090000 sec): 3 clusters
  Score: Raw -2040742.585499 + Penalty 4723.605284 = -2036018.980214
  nChanged 292
		SP:Iteration 10Q (5534.140000 sec): 3 clusters
  Score: Raw -2041029.800757 + Penalty 4723.605284 = -2036306.195472
  nChanged 181
		SP:Iteration 11Q (5534.180000 sec): 3 clusters
  Score: Raw -2041193.238235 + Penalty 4723.605284 = -2036469.632951
  nChanged 87
		SP:Iteration 12Q (5534.220000 sec): 3 clusters
  Score: Raw -2041272.166160 + Penalty 4723.605284 = -2036548.560875
  nChanged 51
		SP:Iteration 13Q (5534.260000 sec): 3 clusters
  Score: Raw -2041325.315974 + Penalty 4723.605284 = -2036601.710689
  nChanged 36
		SP:Iteration 14Q (5534.300000 sec): 3 clusters
  Score: Raw -2041365.103356 + Penalty 4723.605284 = -2036641.498072
  nChanged 26
		SP:Iteration 15Q (5534.340000 sec): 3 clusters
  Score: Raw -2041397.770429 + Penalty 4723.605284 = -2036674.165145
  nChanged 15
		SP:Iteration 16Q (5534.380000 sec): 3 clusters
  Score: Raw -2041414.728480 + Penalty 4723.605284 = -2036691.123196
  nChanged 13
		SP:Iteration 17Q (5534.410000 sec): 3 clusters
  Score: Raw -2041428.841461 + Penalty 4723.605284 = -2036705.236176
  nChanged 11
		SP:Iteration 18Q (5534.450000 sec): 3 clusters
  Score: Raw -2041444.019227 + Penalty 4723.605284 = -2036720.413943
  nChanged 11
		SP:Iteration 19Q (5534.490000 sec): 3 clusters
  Score: Raw -2041455.838716 + Penalty 4723.605284 = -2036732.233432
  nChanged 4
		SP:Iteration 20F (5534.540000 sec): 3 clusters
  Score: Raw -2041458.863129 + Penalty 4723.605284 = -2036735.257845
  nChanged 4
		SP:Iteration 21Q (5534.570000 sec): 3 clusters
  Score: Raw -2041463.062832 + Penalty 4723.605284 = -2036739.457548
  nChanged 3
		SP:Iteration 22Q (5534.610000 sec): 3 clusters
  Score: Raw -2041466.037532 + Penalty 4723.605284 = -2036742.432247
  nChanged 4
		SP:Iteration 23Q (5534.650000 sec): 3 clusters
  Score: Raw -2041471.107412 + Penalty 4723.605284 = -2036747.502128
  nChanged 3
		SP:Iteration 24Q (5534.690000 sec): 3 clusters
  Score: Raw -2041473.279213 + Penalty 4723.605284 = -2036749.673929
  nChanged 0
		SP:Iteration 25F (5534.730000 sec): 3 clusters
  Score: Raw -2041473.279213 + Penalty 4723.605284 = -2036749.673929
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69748 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5534.960000 sec): 2 clusters
  Score: Raw -10199802.743146 + Penalty 2765.855718 = -10197036.887428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5535.220000 sec): 3 clusters
  Score: Raw -10155703.719282 + Penalty 5531.711437 = -10150172.007845
  nChanged 32695
		SP:Iteration 1F (5535.470000 sec): 3 clusters
  Score: Raw -10174061.555212 + Penalty 5531.711437 = -10168529.843775
  nChanged 2376
		SP:Iteration 2Q (5535.730000 sec): 3 clusters
  Score: Raw -10174673.552876 + Penalty 5531.711437 = -10169141.841440
  nChanged 2501
		SP:Iteration 3Q (5536.000000 sec): 3 clusters
  Score: Raw -10175402.040714 + Penalty 5531.711437 = -10169870.329277
  nChanged 2792
		SP:Iteration 4Q (5536.260000 sec): 3 clusters
  Score: Raw -10176418.141939 + Penalty 5531.711437 = -10170886.430502
  nChanged 3532
		SP:Iteration 5F (5536.520000 sec): 3 clusters
  Score: Raw -10178170.656893 + Penalty 5531.711437 = -10172638.945456
  nChanged 4758
		SP:Iteration 6F (5536.770000 sec): 3 clusters
  Score: Raw -10181345.858489 + Penalty 5531.711437 = -10175814.147052
  nChanged 5994
		SP:Iteration 7F (5537.030000 sec): 3 clusters
  Score: Raw -10186432.875351 + Penalty 5531.711437 = -10180901.163914
  nChanged 6138
		SP:Iteration 8F (5537.280000 sec): 3 clusters
  Score: Raw -10192456.662916 + Penalty 5531.711437 = -10186924.951480
  nChanged 4420
		SP:Iteration 9F (5537.530000 sec): 3 clusters
  Score: Raw -10196884.248886 + Penalty 5531.711437 = -10191352.537449
  nChanged 2147
		SP:Iteration 10Q (5537.780000 sec): 3 clusters
  Score: Raw -10198926.713432 + Penalty 5531.711437 = -10193395.001996
  nChanged 744
		SP:Iteration 11Q (5537.990000 sec): 3 clusters
  Score: Raw -10199594.336884 + Penalty 5531.711437 = -10194062.625447
  nChanged 249
		SP:Iteration 12Q (5538.190000 sec): 3 clusters
  Score: Raw -10199832.319754 + Penalty 5531.711437 = -10194300.608317
  nChanged 104
		SP:Iteration 13Q (5538.370000 sec): 3 clusters
  Score: Raw -10199954.809933 + Penalty 5531.711437 = -10194423.098497
  nChanged 40
		SP:Iteration 14Q (5538.560000 sec): 3 clusters
  Score: Raw -10200001.726537 + Penalty 5531.711437 = -10194470.015100
  nChanged 29
		SP:Iteration 15Q (5538.740000 sec): 3 clusters
  Score: Raw -10200033.726623 + Penalty 5531.711437 = -10194502.015186
  nChanged 18
		SP:Iteration 16Q (5538.920000 sec): 3 clusters
  Score: Raw -10200057.075838 + Penalty 5531.711437 = -10194525.364401
  nChanged 14
		SP:Iteration 17Q (5539.100000 sec): 3 clusters
  Score: Raw -10200075.388598 + Penalty 5531.711437 = -10194543.677161
  nChanged 7
		SP:Iteration 18Q (5539.280000 sec): 3 clusters
  Score: Raw -10200087.251392 + Penalty 5531.711437 = -10194555.539955
  nChanged 6
		SP:Iteration 19Q (5539.450000 sec): 3 clusters
  Score: Raw -10200096.132350 + Penalty 5531.711437 = -10194564.420913
  nChanged 4
		SP:Iteration 20F (5539.710000 sec): 3 clusters
  Score: Raw -10200099.197173 + Penalty 5531.711437 = -10194567.485736
  nChanged 1
		SP:Iteration 21Q (5539.890000 sec): 3 clusters
  Score: Raw -10200101.942517 + Penalty 5531.711437 = -10194570.231081
  nChanged 4
		SP:Iteration 22Q (5540.070000 sec): 3 clusters
  Score: Raw -10200110.458346 + Penalty 5531.711437 = -10194578.746910
  nChanged 8
		SP:Iteration 23Q (5540.250000 sec): 3 clusters
  Score: Raw -10200118.677407 + Penalty 5531.711437 = -10194586.965970
  nChanged 7
		SP:Iteration 24Q (5540.420000 sec): 3 clusters
  Score: Raw -10200131.078680 + Penalty 5531.711437 = -10194599.367244
  nChanged 3
		SP:Iteration 25Q (5540.600000 sec): 3 clusters
  Score: Raw -10200136.588272 + Penalty 5531.711437 = -10194604.876835
  nChanged 5
		SP:Iteration 26Q (5540.780000 sec): 3 clusters
  Score: Raw -10200143.436978 + Penalty 5531.711437 = -10194611.725541
  nChanged 5
		SP:Iteration 27Q (5540.960000 sec): 3 clusters
  Score: Raw -10200150.560255 + Penalty 5531.711437 = -10194618.848819
  nChanged 5
		SP:Iteration 28Q (5541.140000 sec): 3 clusters
  Score: Raw -10200158.306205 + Penalty 5531.711437 = -10194626.594768
  nChanged 5
		SP:Iteration 29Q (5541.310000 sec): 3 clusters
  Score: Raw -10200163.528979 + Penalty 5531.711437 = -10194631.817543
  nChanged 2
		SP:Iteration 30Q (5541.490000 sec): 3 clusters
  Score: Raw -10200166.709281 + Penalty 5531.711437 = -10194634.997845
  nChanged 1
		SP:Iteration 31Q (5541.670000 sec): 3 clusters
  Score: Raw -10200168.188768 + Penalty 5531.711437 = -10194636.477332
  nChanged 0
		SP:Iteration 32F (5541.930000 sec): 3 clusters
  Score: Raw -10200168.188768 + Penalty 5531.711437 = -10194636.477332
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5541.960000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5541.970000 sec): 3 clusters
  Score: Raw -385230.567170 + Penalty 3923.652944 = -381306.914227
  nChanged 927
		SP:Iteration 1F (5541.980000 sec): 3 clusters
  Score: Raw -385818.927025 + Penalty 3923.652944 = -381895.274081
  nChanged 202
		SP:Iteration 2F (5541.990000 sec): 3 clusters
  Score: Raw -385970.202543 + Penalty 3923.652944 = -382046.549599
  nChanged 126
		SP:Iteration 3Q (5542.000000 sec): 3 clusters
  Score: Raw -386062.647952 + Penalty 3923.652944 = -382138.995008
  nChanged 78
		SP:Iteration 4Q (5542.010000 sec): 3 clusters
  Score: Raw -386110.175247 + Penalty 3923.652944 = -382186.522303
  nChanged 63
		SP:Iteration 5Q (5542.020000 sec): 3 clusters
  Score: Raw -386152.552667 + Penalty 3923.652944 = -382228.899724
  nChanged 44
		SP:Iteration 6Q (5542.030000 sec): 3 clusters
  Score: Raw -386182.196238 + Penalty 3923.652944 = -382258.543294
  nChanged 38
		SP:Iteration 7Q (5542.040000 sec): 3 clusters
  Score: Raw -386201.202175 + Penalty 3923.652944 = -382277.549231
  nChanged 24
		SP:Iteration 8Q (5542.050000 sec): 3 clusters
  Score: Raw -386218.696275 + Penalty 3923.652944 = -382295.043331
  nChanged 25
		SP:Iteration 9Q (5542.060000 sec): 3 clusters
  Score: Raw -386234.014180 + Penalty 3923.652944 = -382310.361236
  nChanged 21
		SP:Iteration 10Q (5542.070000 sec): 3 clusters
  Score: Raw -386245.816961 + Penalty 3923.652944 = -382322.164017
  nChanged 17
		SP:Iteration 11Q (5542.080000 sec): 3 clusters
  Score: Raw -386253.263394 + Penalty 3923.652944 = -382329.610451
  nChanged 14
		SP:Iteration 12Q (5542.090000 sec): 3 clusters
  Score: Raw -386261.108834 + Penalty 3923.652944 = -382337.455891
  nChanged 10
		SP:Iteration 13Q (5542.100000 sec): 3 clusters
  Score: Raw -386265.360613 + Penalty 3923.652944 = -382341.707669
  nChanged 4
		SP:Iteration 14Q (5542.110000 sec): 3 clusters
  Score: Raw -386267.586481 + Penalty 3923.652944 = -382343.933537
  nChanged 4
		SP:Iteration 15Q (5542.120000 sec): 3 clusters
  Score: Raw -386269.445980 + Penalty 3923.652944 = -382345.793037
  nChanged 6
		SP:Iteration 16Q (5542.130000 sec): 3 clusters
  Score: Raw -386272.719351 + Penalty 3923.652944 = -382349.066408
  nChanged 6
		SP:Iteration 17Q (5542.140000 sec): 3 clusters
  Score: Raw -386275.012920 + Penalty 3923.652944 = -382351.359976
  nChanged 5
		SP:Iteration 18Q (5542.150000 sec): 3 clusters
  Score: Raw -386277.501056 + Penalty 3923.652944 = -382353.848112
  nChanged 6
		SP:Iteration 19Q (5542.160000 sec): 3 clusters
  Score: Raw -386279.996871 + Penalty 3923.652944 = -382356.343927
  nChanged 2
		SP:Iteration 20F (5542.170000 sec): 3 clusters
  Score: Raw -386280.453921 + Penalty 3923.652944 = -382356.800977
  nChanged 2
		SP:Iteration 21Q (5542.180000 sec): 3 clusters
  Score: Raw -386281.477695 + Penalty 3923.652944 = -382357.824752
  nChanged 3
		SP:Iteration 22Q (5542.190000 sec): 3 clusters
  Score: Raw -386283.409230 + Penalty 3923.652944 = -382359.756286
  nChanged 5
		SP:Iteration 23Q (5542.200000 sec): 3 clusters
  Score: Raw -386286.552625 + Penalty 3923.652944 = -382362.899681
  nChanged 6
		SP:Iteration 24Q (5542.210000 sec): 3 clusters
  Score: Raw -386289.670621 + Penalty 3923.652944 = -382366.017677
  nChanged 6
		SP:Iteration 25Q (5542.220000 sec): 3 clusters
  Score: Raw -386291.895850 + Penalty 3923.652944 = -382368.242906
  nChanged 3
		SP:Iteration 26Q (5542.230000 sec): 3 clusters
  Score: Raw -386293.194814 + Penalty 3923.652944 = -382369.541870
  nChanged 5
		SP:Iteration 27Q (5542.240000 sec): 3 clusters
  Score: Raw -386295.510004 + Penalty 3923.652944 = -382371.857060
  nChanged 7
		SP:Iteration 28Q (5542.250000 sec): 3 clusters
  Score: Raw -386297.686315 + Penalty 3923.652944 = -382374.033371
  nChanged 6
		SP:Iteration 29Q (5542.260000 sec): 3 clusters
  Score: Raw -386299.343246 + Penalty 3923.652944 = -382375.690302
  nChanged 3
		SP:Iteration 30Q (5542.270000 sec): 3 clusters
  Score: Raw -386300.195258 + Penalty 3923.652944 = -382376.542314
  nChanged 3
		SP:Iteration 31Q (5542.270000 sec): 3 clusters
  Score: Raw -386302.140913 + Penalty 3923.652944 = -382378.487969
  nChanged 3
		SP:Iteration 32Q (5542.290000 sec): 3 clusters
  Score: Raw -386303.723152 + Penalty 3923.652944 = -382380.070209
  nChanged 4
		SP:Iteration 33Q (5542.290000 sec): 3 clusters
  Score: Raw -386305.356888 + Penalty 3923.652944 = -382381.703945
  nChanged 3
		SP:Iteration 34Q (5542.310000 sec): 3 clusters
  Score: Raw -386306.908026 + Penalty 3923.652944 = -382383.255082
  nChanged 3
		SP:Iteration 35Q (5542.310000 sec): 3 clusters
  Score: Raw -386308.853387 + Penalty 3923.652944 = -382385.200443
  nChanged 3
		SP:Iteration 36Q (5542.330000 sec): 3 clusters
  Score: Raw -386311.062327 + Penalty 3923.652944 = -382387.409383
  nChanged 2
		SP:Iteration 37Q (5542.330000 sec): 3 clusters
  Score: Raw -386311.554683 + Penalty 3923.652944 = -382387.901739
  nChanged 4
		SP:Iteration 38Q (5542.350000 sec): 3 clusters
  Score: Raw -386312.919779 + Penalty 3923.652944 = -382389.266835
  nChanged 3
		SP:Iteration 39Q (5542.350000 sec): 3 clusters
  Score: Raw -386314.360605 + Penalty 3923.652944 = -382390.707661
  nChanged 3
		SP:Iteration 40F (5542.360000 sec): 3 clusters
  Score: Raw -386316.079198 + Penalty 3923.652944 = -382392.426254
  nChanged 3
		SP:Iteration 41Q (5542.370000 sec): 3 clusters
  Score: Raw -386317.264091 + Penalty 3923.652944 = -382393.611147
  nChanged 1
		SP:Iteration 42Q (5542.380000 sec): 3 clusters
  Score: Raw -386317.612272 + Penalty 3923.652944 = -382393.959329
  nChanged 0
		SP:Iteration 43F (5542.390000 sec): 3 clusters
  Score: Raw -386317.612272 + Penalty 3923.652944 = -382393.959329
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5542.400000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5542.400000 sec): 3 clusters
  Score: Raw -168845.205232 + Penalty 3494.272938 = -165350.932294
  nChanged 307
		SP:Iteration 1F (5542.410000 sec): 3 clusters
  Score: Raw -169171.986850 + Penalty 3494.272938 = -165677.713912
  nChanged 82
		SP:Iteration 2F (5542.410000 sec): 3 clusters
  Score: Raw -169287.354524 + Penalty 3494.272938 = -165793.081586
  nChanged 49
		SP:Iteration 3Q (5542.420000 sec): 3 clusters
  Score: Raw -169343.845752 + Penalty 3494.272938 = -165849.572814
  nChanged 21
		SP:Iteration 4Q (5542.420000 sec): 3 clusters
  Score: Raw -169367.672014 + Penalty 3494.272938 = -165873.399076
  nChanged 17
		SP:Iteration 5Q (5542.430000 sec): 3 clusters
  Score: Raw -169393.431998 + Penalty 3494.272938 = -165899.159060
  nChanged 15
		SP:Iteration 6Q (5542.430000 sec): 3 clusters
  Score: Raw -169408.215871 + Penalty 3494.272938 = -165913.942933
  nChanged 9
		SP:Iteration 7Q (5542.430000 sec): 3 clusters
  Score: Raw -169418.807711 + Penalty 3494.272938 = -165924.534773
  nChanged 7
		SP:Iteration 8Q (5542.440000 sec): 3 clusters
  Score: Raw -169425.268641 + Penalty 3494.272938 = -165930.995702
  nChanged 5
		SP:Iteration 9Q (5542.440000 sec): 3 clusters
  Score: Raw -169430.606189 + Penalty 3494.272938 = -165936.333251
  nChanged 2
		SP:Iteration 10Q (5542.450000 sec): 3 clusters
  Score: Raw -169432.006395 + Penalty 3494.272938 = -165937.733457
  nChanged 1
		SP:Iteration 11Q (5542.450000 sec): 3 clusters
  Score: Raw -169432.605253 + Penalty 3494.272938 = -165938.332315
  nChanged 1
		SP:Iteration 12Q (5542.450000 sec): 3 clusters
  Score: Raw -169433.725427 + Penalty 3494.272938 = -165939.452489
  nChanged 0
		SP:Iteration 13F (5542.460000 sec): 3 clusters
  Score: Raw -169433.725427 + Penalty 3494.272938 = -165939.452489
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1848 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5542.470000 sec): 2 clusters
  Score: Raw -257639.147800 + Penalty 1865.421095 = -255773.726705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5542.470000 sec): 3 clusters
  Score: Raw -257045.046079 + Penalty 3730.842189 = -253314.203890
  nChanged 606
		SP:Iteration 1F (5542.480000 sec): 3 clusters
  Score: Raw -257543.515030 + Penalty 3730.842189 = -253812.672841
  nChanged 166
		SP:Iteration 2F (5542.490000 sec): 3 clusters
  Score: Raw -257859.775150 + Penalty 3730.842189 = -254128.932961
  nChanged 142
		SP:Iteration 3F (5542.490000 sec): 3 clusters
  Score: Raw -258066.929000 + Penalty 3730.842189 = -254336.086811
  nChanged 94
		SP:Iteration 4F (5542.500000 sec): 3 clusters
  Score: Raw -258202.456494 + Penalty 3730.842189 = -254471.614305
  nChanged 71
		SP:Iteration 5Q (5542.510000 sec): 3 clusters
  Score: Raw -258285.547432 + Penalty 3730.842189 = -254554.705243
  nChanged 55
		SP:Iteration 6Q (5542.510000 sec): 3 clusters
  Score: Raw -258346.615839 + Penalty 3730.842189 = -254615.773650
  nChanged 44
		SP:Iteration 7Q (5542.520000 sec): 3 clusters
  Score: Raw -258398.699054 + Penalty 3730.842189 = -254667.856865
  nChanged 38
		SP:Iteration 8Q (5542.530000 sec): 3 clusters
  Score: Raw -258434.073508 + Penalty 3730.842189 = -254703.231319
  nChanged 22
		SP:Iteration 9Q (5542.530000 sec): 3 clusters
  Score: Raw -258451.593246 + Penalty 3730.842189 = -254720.751057
  nChanged 20
		SP:Iteration 10Q (5542.540000 sec): 3 clusters
  Score: Raw -258463.880775 + Penalty 3730.842189 = -254733.038585
  nChanged 14
		SP:Iteration 11Q (5542.540000 sec): 3 clusters
  Score: Raw -258473.149011 + Penalty 3730.842189 = -254742.306822
  nChanged 12
		SP:Iteration 12Q (5542.550000 sec): 3 clusters
  Score: Raw -258481.953750 + Penalty 3730.842189 = -254751.111560
  nChanged 11
		SP:Iteration 13Q (5542.560000 sec): 3 clusters
  Score: Raw -258489.392211 + Penalty 3730.842189 = -254758.550022
  nChanged 7
		SP:Iteration 14Q (5542.560000 sec): 3 clusters
  Score: Raw -258493.880160 + Penalty 3730.842189 = -254763.037971
  nChanged 6
		SP:Iteration 15Q (5542.570000 sec): 3 clusters
  Score: Raw -258497.043501 + Penalty 3730.842189 = -254766.201312
  nChanged 5
		SP:Iteration 16Q (5542.570000 sec): 3 clusters
  Score: Raw -258500.879547 + Penalty 3730.842189 = -254770.037357
  nChanged 5
		SP:Iteration 17Q (5542.580000 sec): 3 clusters
  Score: Raw -258504.568556 + Penalty 3730.842189 = -254773.726367
  nChanged 6
		SP:Iteration 18Q (5542.590000 sec): 3 clusters
  Score: Raw -258508.010719 + Penalty 3730.842189 = -254777.168530
  nChanged 4
		SP:Iteration 19Q (5542.590000 sec): 3 clusters
  Score: Raw -258511.209148 + Penalty 3730.842189 = -254780.366959
  nChanged 4
		SP:Iteration 20F (5542.600000 sec): 3 clusters
  Score: Raw -258513.879821 + Penalty 3730.842189 = -254783.037632
  nChanged 2
		SP:Iteration 21Q (5542.610000 sec): 3 clusters
  Score: Raw -258515.733398 + Penalty 3730.842189 = -254784.891209
  nChanged 1
		SP:Iteration 22Q (5542.610000 sec): 3 clusters
  Score: Raw -258516.659124 + Penalty 3730.842189 = -254785.816935
  nChanged 1
		SP:Iteration 23Q (5542.620000 sec): 3 clusters
  Score: Raw -258517.229353 + Penalty 3730.842189 = -254786.387164
  nChanged 1
		SP:Iteration 24Q (5542.630000 sec): 3 clusters
  Score: Raw -258517.637543 + Penalty 3730.842189 = -254786.795354
  nChanged 0
		SP:Iteration 25F (5542.630000 sec): 3 clusters
  Score: Raw -258517.637543 + Penalty 3730.842189 = -254786.795354
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (11081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5542.670000 sec): 2 clusters
  Score: Raw -1693158.875908 + Penalty 2309.620828 = -1690849.255080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5542.710000 sec): 3 clusters
  Score: Raw -1687106.543933 + Penalty 4619.241656 = -1682487.302278
  nChanged 4646
		SP:Iteration 1F (5542.750000 sec): 3 clusters
  Score: Raw -1689524.289351 + Penalty 4619.241656 = -1684905.047696
  nChanged 711
		SP:Iteration 2F (5542.790000 sec): 3 clusters
  Score: Raw -1689853.215390 + Penalty 4619.241656 = -1685233.973734
  nChanged 577
		SP:Iteration 3F (5542.830000 sec): 3 clusters
  Score: Raw -1690113.815163 + Penalty 4619.241656 = -1685494.573508
  nChanged 487
		SP:Iteration 4Q (5542.870000 sec): 3 clusters
  Score: Raw -1690345.004319 + Penalty 4619.241656 = -1685725.762663
  nChanged 468
		SP:Iteration 5Q (5542.910000 sec): 3 clusters
  Score: Raw -1690581.693832 + Penalty 4619.241656 = -1685962.452176
  nChanged 489
		SP:Iteration 6Q (5542.950000 sec): 3 clusters
  Score: Raw -1690857.558688 + Penalty 4619.241656 = -1686238.317032
  nChanged 514
		SP:Iteration 7Q (5542.990000 sec): 3 clusters
  Score: Raw -1691196.377366 + Penalty 4619.241656 = -1686577.135710
  nChanged 542
		SP:Iteration 8Q (5543.030000 sec): 3 clusters
  Score: Raw -1691588.100266 + Penalty 4619.241656 = -1686968.858610
  nChanged 548
		SP:Iteration 9Q (5543.070000 sec): 3 clusters
  Score: Raw -1692018.699115 + Penalty 4619.241656 = -1687399.457459
  nChanged 464
		SP:Iteration 10Q (5543.110000 sec): 3 clusters
  Score: Raw -1692405.726753 + Penalty 4619.241656 = -1687786.485097
  nChanged 368
		SP:Iteration 11Q (5543.150000 sec): 3 clusters
  Score: Raw -1692751.668283 + Penalty 4619.241656 = -1688132.426628
  nChanged 229
		SP:Iteration 12Q (5543.180000 sec): 3 clusters
  Score: Raw -1692967.438566 + Penalty 4619.241656 = -1688348.196911
  nChanged 142
		SP:Iteration 13Q (5543.220000 sec): 3 clusters
  Score: Raw -1693103.180334 + Penalty 4619.241656 = -1688483.938678
  nChanged 101
		SP:Iteration 14Q (5543.250000 sec): 3 clusters
  Score: Raw -1693203.157356 + Penalty 4619.241656 = -1688583.915701
  nChanged 68
		SP:Iteration 15Q (5543.280000 sec): 3 clusters
  Score: Raw -1693274.838453 + Penalty 4619.241656 = -1688655.596797
  nChanged 49
		SP:Iteration 16Q (5543.320000 sec): 3 clusters
  Score: Raw -1693326.419492 + Penalty 4619.241656 = -1688707.177836
  nChanged 29
		SP:Iteration 17Q (5543.350000 sec): 3 clusters
  Score: Raw -1693358.925087 + Penalty 4619.241656 = -1688739.683431
  nChanged 21
		SP:Iteration 18Q (5543.380000 sec): 3 clusters
  Score: Raw -1693381.256705 + Penalty 4619.241656 = -1688762.015050
  nChanged 16
		SP:Iteration 19Q (5543.410000 sec): 3 clusters
  Score: Raw -1693397.601618 + Penalty 4619.241656 = -1688778.359963
  nChanged 13
		SP:Iteration 20F (5543.440000 sec): 3 clusters
  Score: Raw -1693411.646101 + Penalty 4619.241656 = -1688792.404446
  nChanged 9
		SP:Iteration 21Q (5543.480000 sec): 3 clusters
  Score: Raw -1693419.303474 + Penalty 4619.241656 = -1688800.061819
  nChanged 7
		SP:Iteration 22Q (5543.500000 sec): 3 clusters
  Score: Raw -1693426.522283 + Penalty 4619.241656 = -1688807.280628
  nChanged 2
		SP:Iteration 23Q (5543.530000 sec): 3 clusters
  Score: Raw -1693429.190944 + Penalty 4619.241656 = -1688809.949288
  nChanged 3
		SP:Iteration 24Q (5543.560000 sec): 3 clusters
  Score: Raw -1693432.858161 + Penalty 4619.241656 = -1688813.616506
  nChanged 2
		SP:Iteration 25Q (5543.590000 sec): 3 clusters
  Score: Raw -1693433.967545 + Penalty 4619.241656 = -1688814.725890
  nChanged 2
		SP:Iteration 26Q (5543.620000 sec): 3 clusters
  Score: Raw -1693437.185638 + Penalty 4619.241656 = -1688817.943982
  nChanged 7
		SP:Iteration 27Q (5543.650000 sec): 3 clusters
  Score: Raw -1693444.976254 + Penalty 4619.241656 = -1688825.734599
  nChanged 5
		SP:Iteration 28Q (5543.680000 sec): 3 clusters
  Score: Raw -1693451.412933 + Penalty 4619.241656 = -1688832.171277
  nChanged 3
		SP:Iteration 29Q (5543.710000 sec): 3 clusters
  Score: Raw -1693453.768815 + Penalty 4619.241656 = -1688834.527159
  nChanged 0
		SP:Iteration 30F (5543.750000 sec): 3 clusters
  Score: Raw -1693453.768815 + Penalty 4619.241656 = -1688834.527159
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5543.800000 sec): 2 clusters
  Score: Raw -1984426.700428 + Penalty 2369.497749 = -1982057.202679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5543.840000 sec): 3 clusters
  Score: Raw -1976495.242192 + Penalty 4738.995498 = -1971756.246694
  nChanged 6084
		SP:Iteration 1F (5543.900000 sec): 3 clusters
  Score: Raw -1979853.407802 + Penalty 4738.995498 = -1975114.412304
  nChanged 853
		SP:Iteration 2F (5543.950000 sec): 3 clusters
  Score: Raw -1980214.307647 + Penalty 4738.995498 = -1975475.312149
  nChanged 685
		SP:Iteration 3Q (5544.000000 sec): 3 clusters
  Score: Raw -1980502.591724 + Penalty 4738.995498 = -1975763.596226
  nChanged 574
		SP:Iteration 4Q (5544.050000 sec): 3 clusters
  Score: Raw -1980736.409759 + Penalty 4738.995498 = -1975997.414262
  nChanged 524
		SP:Iteration 5Q (5544.110000 sec): 3 clusters
  Score: Raw -1980946.579520 + Penalty 4738.995498 = -1976207.584022
  nChanged 476
		SP:Iteration 6Q (5544.160000 sec): 3 clusters
  Score: Raw -1981131.520639 + Penalty 4738.995498 = -1976392.525141
  nChanged 450
		SP:Iteration 7Q (5544.210000 sec): 3 clusters
  Score: Raw -1981306.153022 + Penalty 4738.995498 = -1976567.157524
  nChanged 402
		SP:Iteration 8Q (5544.260000 sec): 3 clusters
  Score: Raw -1981461.991033 + Penalty 4738.995498 = -1976722.995535
  nChanged 415
		SP:Iteration 9Q (5544.310000 sec): 3 clusters
  Score: Raw -1981633.019372 + Penalty 4738.995498 = -1976894.023874
  nChanged 419
		SP:Iteration 10Q (5544.360000 sec): 3 clusters
  Score: Raw -1981825.966162 + Penalty 4738.995498 = -1977086.970664
  nChanged 421
		SP:Iteration 11Q (5544.410000 sec): 3 clusters
  Score: Raw -1982045.665238 + Penalty 4738.995498 = -1977306.669740
  nChanged 473
		SP:Iteration 12Q (5544.460000 sec): 3 clusters
  Score: Raw -1982303.496335 + Penalty 4738.995498 = -1977564.500837
  nChanged 504
		SP:Iteration 13Q (5544.510000 sec): 3 clusters
  Score: Raw -1982619.036601 + Penalty 4738.995498 = -1977880.041103
  nChanged 530
		SP:Iteration 14Q (5544.560000 sec): 3 clusters
  Score: Raw -1982955.110357 + Penalty 4738.995498 = -1978216.114859
  nChanged 502
		SP:Iteration 15Q (5544.610000 sec): 3 clusters
  Score: Raw -1983307.786392 + Penalty 4738.995498 = -1978568.790894
  nChanged 463
		SP:Iteration 16Q (5544.650000 sec): 3 clusters
  Score: Raw -1983658.293623 + Penalty 4738.995498 = -1978919.298125
  nChanged 398
		SP:Iteration 17Q (5544.700000 sec): 3 clusters
  Score: Raw -1983985.446179 + Penalty 4738.995498 = -1979246.450681
  nChanged 328
		SP:Iteration 18Q (5544.740000 sec): 3 clusters
  Score: Raw -1984270.792027 + Penalty 4738.995498 = -1979531.796529
  nChanged 216
		SP:Iteration 19Q (5544.790000 sec): 3 clusters
  Score: Raw -1984473.929939 + Penalty 4738.995498 = -1979734.934441
  nChanged 163
		SP:Iteration 20F (5544.830000 sec): 3 clusters
  Score: Raw -1984632.947635 + Penalty 4738.995498 = -1979893.952137
  nChanged 116
		SP:Iteration 21Q (5544.880000 sec): 3 clusters
  Score: Raw -1984729.190461 + Penalty 4738.995498 = -1979990.194963
  nChanged 85
		SP:Iteration 22Q (5544.920000 sec): 3 clusters
  Score: Raw -1984791.703996 + Penalty 4738.995498 = -1980052.708498
  nChanged 62
		SP:Iteration 23Q (5544.960000 sec): 3 clusters
  Score: Raw -1984839.578544 + Penalty 4738.995498 = -1980100.583046
  nChanged 56
		SP:Iteration 24Q (5545.000000 sec): 3 clusters
  Score: Raw -1984876.040279 + Penalty 4738.995498 = -1980137.044781
  nChanged 49
		SP:Iteration 25Q (5545.030000 sec): 3 clusters
  Score: Raw -1984909.021256 + Penalty 4738.995498 = -1980170.025758
  nChanged 42
		SP:Iteration 26Q (5545.070000 sec): 3 clusters
  Score: Raw -1984940.033009 + Penalty 4738.995498 = -1980201.037511
  nChanged 39
		SP:Iteration 27Q (5545.110000 sec): 3 clusters
  Score: Raw -1984964.711109 + Penalty 4738.995498 = -1980225.715612
  nChanged 24
		SP:Iteration 28Q (5545.150000 sec): 3 clusters
  Score: Raw -1984979.687888 + Penalty 4738.995498 = -1980240.692390
  nChanged 18
		SP:Iteration 29Q (5545.190000 sec): 3 clusters
  Score: Raw -1984986.853934 + Penalty 4738.995498 = -1980247.858437
  nChanged 11
		SP:Iteration 30Q (5545.230000 sec): 3 clusters
  Score: Raw -1984991.269351 + Penalty 4738.995498 = -1980252.273853
  nChanged 8
		SP:Iteration 31Q (5545.270000 sec): 3 clusters
  Score: Raw -1984995.097352 + Penalty 4738.995498 = -1980256.101855
  nChanged 6
		SP:Iteration 32Q (5545.310000 sec): 3 clusters
  Score: Raw -1984998.642592 + Penalty 4738.995498 = -1980259.647094
  nChanged 8
		SP:Iteration 33Q (5545.350000 sec): 3 clusters
  Score: Raw -1985005.712385 + Penalty 4738.995498 = -1980266.716887
  nChanged 13
		SP:Iteration 34Q (5545.380000 sec): 3 clusters
  Score: Raw -1985012.991390 + Penalty 4738.995498 = -1980273.995893
  nChanged 10
		SP:Iteration 35Q (5545.420000 sec): 3 clusters
  Score: Raw -1985018.608799 + Penalty 4738.995498 = -1980279.613301
  nChanged 19
		SP:Iteration 36Q (5545.460000 sec): 3 clusters
  Score: Raw -1985026.969803 + Penalty 4738.995498 = -1980287.974305
  nChanged 17
		SP:Iteration 37Q (5545.500000 sec): 3 clusters
  Score: Raw -1985036.006180 + Penalty 4738.995498 = -1980297.010682
  nChanged 13
		SP:Iteration 38Q (5545.540000 sec): 3 clusters
  Score: Raw -1985042.902639 + Penalty 4738.995498 = -1980303.907141
  nChanged 16
		SP:Iteration 39Q (5545.570000 sec): 3 clusters
  Score: Raw -1985051.537759 + Penalty 4738.995498 = -1980312.542261
  nChanged 11
		SP:Iteration 40F (5545.630000 sec): 3 clusters
  Score: Raw -1985058.423616 + Penalty 4738.995498 = -1980319.428118
  nChanged 10
		SP:Iteration 41Q (5545.660000 sec): 3 clusters
  Score: Raw -1985064.594263 + Penalty 4738.995498 = -1980325.598765
  nChanged 10
		SP:Iteration 42Q (5545.700000 sec): 3 clusters
  Score: Raw -1985070.632678 + Penalty 4738.995498 = -1980331.637180
  nChanged 8
		SP:Iteration 43Q (5545.740000 sec): 3 clusters
  Score: Raw -1985074.659307 + Penalty 4738.995498 = -1980335.663809
  nChanged 8
		SP:Iteration 44Q (5545.780000 sec): 3 clusters
  Score: Raw -1985080.438892 + Penalty 4738.995498 = -1980341.443394
  nChanged 13
		SP:Iteration 45Q (5545.810000 sec): 3 clusters
  Score: Raw -1985087.419591 + Penalty 4738.995498 = -1980348.424094
  nChanged 13
		SP:Iteration 46Q (5545.850000 sec): 3 clusters
  Score: Raw -1985094.992717 + Penalty 4738.995498 = -1980355.997219
  nChanged 14
		SP:Iteration 47Q (5545.890000 sec): 3 clusters
  Score: Raw -1985101.336959 + Penalty 4738.995498 = -1980362.341461
  nChanged 7
		SP:Iteration 48Q (5545.930000 sec): 3 clusters
  Score: Raw -1985105.086097 + Penalty 4738.995498 = -1980366.090599
  nChanged 12
		SP:Iteration 49Q (5545.970000 sec): 3 clusters
  Score: Raw -1985112.011181 + Penalty 4738.995498 = -1980373.015683
  nChanged 8
		SP:Iteration 50Q (5546.010000 sec): 3 clusters
  Score: Raw -1985114.847095 + Penalty 4738.995498 = -1980375.851597
  nChanged 4
		SP:Iteration 51Q (5546.050000 sec): 3 clusters
  Score: Raw -1985115.992586 + Penalty 4738.995498 = -1980376.997088
  nChanged 5
		SP:Iteration 52Q (5546.080000 sec): 3 clusters
  Score: Raw -1985118.508561 + Penalty 4738.995498 = -1980379.513063
  nChanged 6
		SP:Iteration 53Q (5546.120000 sec): 3 clusters
  Score: Raw -1985121.154598 + Penalty 4738.995498 = -1980382.159100
  nChanged 4
		SP:Iteration 54Q (5546.160000 sec): 3 clusters
  Score: Raw -1985122.734000 + Penalty 4738.995498 = -1980383.738502
  nChanged 2
		SP:Iteration 55Q (5546.200000 sec): 3 clusters
  Score: Raw -1985123.542023 + Penalty 4738.995498 = -1980384.546525
  nChanged 0
		SP:Iteration 56F (5546.250000 sec): 3 clusters
  Score: Raw -1985123.542023 + Penalty 4738.995498 = -1980384.546525
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5546.250000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5546.260000 sec): 3 clusters
  Score: Raw -73225.138210 + Penalty 3074.445443 = -70150.692767
  nChanged 82
		SP:Iteration 1F (5546.260000 sec): 3 clusters
  Score: Raw -73359.440636 + Penalty 3074.445443 = -70284.995193
  nChanged 21
		SP:Iteration 2Q (5546.260000 sec): 3 clusters
  Score: Raw -73395.969574 + Penalty 3074.445443 = -70321.524131
  nChanged 5
		SP:Iteration 3Q (5546.260000 sec): 3 clusters
  Score: Raw -73412.864363 + Penalty 3074.445443 = -70338.418920
  nChanged 4
		SP:Iteration 4Q (5546.260000 sec): 3 clusters
  Score: Raw -73425.870283 + Penalty 3074.445443 = -70351.424840
  nChanged 5
		SP:Iteration 5Q (5546.270000 sec): 3 clusters
  Score: Raw -73435.493311 + Penalty 3074.445443 = -70361.047867
  nChanged 3
		SP:Iteration 6Q (5546.270000 sec): 3 clusters
  Score: Raw -73444.805060 + Penalty 3074.445443 = -70370.359617
  nChanged 5
		SP:Iteration 7Q (5546.270000 sec): 3 clusters
  Score: Raw -73458.671470 + Penalty 3074.445443 = -70384.226026
  nChanged 1
		SP:Iteration 8Q (5546.270000 sec): 3 clusters
  Score: Raw -73459.458087 + Penalty 3074.445443 = -70385.012644
  nChanged 0
		SP:Iteration 9F (5546.270000 sec): 3 clusters
  Score: Raw -73459.458087 + Penalty 3074.445443 = -70385.012644
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5546.280000 sec): 2 clusters
  Score: Raw -310878.010205 + Penalty 1906.509614 = -308971.500591
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5546.290000 sec): 3 clusters
  Score: Raw -310001.729150 + Penalty 3813.019228 = -306188.709922
  nChanged 702
		SP:Iteration 1F (5546.300000 sec): 3 clusters
  Score: Raw -310493.810873 + Penalty 3813.019228 = -306680.791645
  nChanged 176
		SP:Iteration 2F (5546.310000 sec): 3 clusters
  Score: Raw -310637.990836 + Penalty 3813.019228 = -306824.971608
  nChanged 102
		SP:Iteration 3Q (5546.310000 sec): 3 clusters
  Score: Raw -310717.091902 + Penalty 3813.019228 = -306904.072674
  nChanged 64
		SP:Iteration 4Q (5546.320000 sec): 3 clusters
  Score: Raw -310758.424818 + Penalty 3813.019228 = -306945.405590
  nChanged 38
		SP:Iteration 5Q (5546.330000 sec): 3 clusters
  Score: Raw -310786.737287 + Penalty 3813.019228 = -306973.718059
  nChanged 19
		SP:Iteration 6Q (5546.340000 sec): 3 clusters
  Score: Raw -310802.973957 + Penalty 3813.019228 = -306989.954729
  nChanged 19
		SP:Iteration 7Q (5546.350000 sec): 3 clusters
  Score: Raw -310813.981025 + Penalty 3813.019228 = -307000.961797
  nChanged 10
		SP:Iteration 8Q (5546.350000 sec): 3 clusters
  Score: Raw -310821.664400 + Penalty 3813.019228 = -307008.645172
  nChanged 11
		SP:Iteration 9Q (5546.360000 sec): 3 clusters
  Score: Raw -310829.752720 + Penalty 3813.019228 = -307016.733492
  nChanged 11
		SP:Iteration 10Q (5546.370000 sec): 3 clusters
  Score: Raw -310838.064162 + Penalty 3813.019228 = -307025.044934
  nChanged 5
		SP:Iteration 11Q (5546.380000 sec): 3 clusters
  Score: Raw -310840.976494 + Penalty 3813.019228 = -307027.957266
  nChanged 6
		SP:Iteration 12Q (5546.380000 sec): 3 clusters
  Score: Raw -310846.211618 + Penalty 3813.019228 = -307033.192390
  nChanged 7
		SP:Iteration 13Q (5546.390000 sec): 3 clusters
  Score: Raw -310848.913816 + Penalty 3813.019228 = -307035.894588
  nChanged 1
		SP:Iteration 14Q (5546.400000 sec): 3 clusters
  Score: Raw -310849.320081 + Penalty 3813.019228 = -307036.300853
  nChanged 4
		SP:Iteration 15Q (5546.410000 sec): 3 clusters
  Score: Raw -310850.624388 + Penalty 3813.019228 = -307037.605160
  nChanged 6
		SP:Iteration 16Q (5546.410000 sec): 3 clusters
  Score: Raw -310853.468260 + Penalty 3813.019228 = -307040.449032
  nChanged 2
		SP:Iteration 17Q (5546.420000 sec): 3 clusters
  Score: Raw -310855.146776 + Penalty 3813.019228 = -307042.127548
  nChanged 2
		SP:Iteration 18Q (5546.430000 sec): 3 clusters
  Score: Raw -310855.966529 + Penalty 3813.019228 = -307042.947301
  nChanged 1
		SP:Iteration 19Q (5546.440000 sec): 3 clusters
  Score: Raw -310856.287915 + Penalty 3813.019228 = -307043.268687
  nChanged 0
		SP:Iteration 20F (5546.450000 sec): 3 clusters
  Score: Raw -310856.287915 + Penalty 3813.019228 = -307043.268687
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31637 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5546.550000 sec): 2 clusters
  Score: Raw -4620785.613031 + Penalty 2569.796485 = -4618215.816546
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5546.670000 sec): 3 clusters
  Score: Raw -4601631.757045 + Penalty 5139.592970 = -4596492.164075
  nChanged 14336
		SP:Iteration 1F (5546.780000 sec): 3 clusters
  Score: Raw -4609687.371999 + Penalty 5139.592970 = -4604547.779029
  nChanged 1525
		SP:Iteration 2Q (5546.890000 sec): 3 clusters
  Score: Raw -4610314.112355 + Penalty 5139.592970 = -4605174.519385
  nChanged 1518
		SP:Iteration 3Q (5547.010000 sec): 3 clusters
  Score: Raw -4611073.126864 + Penalty 5139.592970 = -4605933.533894
  nChanged 1556
		SP:Iteration 4Q (5547.130000 sec): 3 clusters
  Score: Raw -4612012.854284 + Penalty 5139.592970 = -4606873.261314
  nChanged 1586
		SP:Iteration 5F (5547.250000 sec): 3 clusters
  Score: Raw -4613083.022699 + Penalty 5139.592970 = -4607943.429729
  nChanged 1635
		SP:Iteration 6F (5547.370000 sec): 3 clusters
  Score: Raw -4614184.061441 + Penalty 5139.592970 = -4609044.468471
  nChanged 1596
		SP:Iteration 7F (5547.480000 sec): 3 clusters
  Score: Raw -4615261.987779 + Penalty 5139.592970 = -4610122.394809
  nChanged 1524
		SP:Iteration 8Q (5547.600000 sec): 3 clusters
  Score: Raw -4616306.277800 + Penalty 5139.592970 = -4611166.684830
  nChanged 1394
		SP:Iteration 9Q (5547.710000 sec): 3 clusters
  Score: Raw -4617277.764328 + Penalty 5139.592970 = -4612138.171358
  nChanged 1244
		SP:Iteration 10Q (5547.820000 sec): 3 clusters
  Score: Raw -4618089.832348 + Penalty 5139.592970 = -4612950.239378
  nChanged 1063
		SP:Iteration 11Q (5547.930000 sec): 3 clusters
  Score: Raw -4618766.739980 + Penalty 5139.592970 = -4613627.147010
  nChanged 918
		SP:Iteration 12Q (5548.030000 sec): 3 clusters
  Score: Raw -4619328.114949 + Penalty 5139.592970 = -4614188.521979
  nChanged 724
		SP:Iteration 13Q (5548.130000 sec): 3 clusters
  Score: Raw -4619759.733603 + Penalty 5139.592970 = -4614620.140633
  nChanged 544
		SP:Iteration 14Q (5548.230000 sec): 3 clusters
  Score: Raw -4620072.534919 + Penalty 5139.592970 = -4614932.941949
  nChanged 435
		SP:Iteration 15Q (5548.320000 sec): 3 clusters
  Score: Raw -4620333.424824 + Penalty 5139.592970 = -4615193.831854
  nChanged 334
		SP:Iteration 16Q (5548.410000 sec): 3 clusters
  Score: Raw -4620515.879741 + Penalty 5139.592970 = -4615376.286771
  nChanged 269
		SP:Iteration 17Q (5548.510000 sec): 3 clusters
  Score: Raw -4620670.610995 + Penalty 5139.592970 = -4615531.018025
  nChanged 198
		SP:Iteration 18Q (5548.590000 sec): 3 clusters
  Score: Raw -4620781.669917 + Penalty 5139.592970 = -4615642.076947
  nChanged 133
		SP:Iteration 19Q (5548.680000 sec): 3 clusters
  Score: Raw -4620858.617194 + Penalty 5139.592970 = -4615719.024224
  nChanged 114
		SP:Iteration 20F (5548.800000 sec): 3 clusters
  Score: Raw -4620920.176782 + Penalty 5139.592970 = -4615780.583812
  nChanged 86
		SP:Iteration 21Q (5548.890000 sec): 3 clusters
  Score: Raw -4620963.106801 + Penalty 5139.592970 = -4615823.513831
  nChanged 63
		SP:Iteration 22Q (5548.970000 sec): 3 clusters
  Score: Raw -4620993.555260 + Penalty 5139.592970 = -4615853.962290
  nChanged 53
		SP:Iteration 23Q (5549.050000 sec): 3 clusters
  Score: Raw -4621021.938198 + Penalty 5139.592970 = -4615882.345228
  nChanged 46
		SP:Iteration 24Q (5549.140000 sec): 3 clusters
  Score: Raw -4621044.788922 + Penalty 5139.592970 = -4615905.195952
  nChanged 31
		SP:Iteration 25Q (5549.230000 sec): 3 clusters
  Score: Raw -4621062.051547 + Penalty 5139.592970 = -4615922.458577
  nChanged 33
		SP:Iteration 26Q (5549.310000 sec): 3 clusters
  Score: Raw -4621083.202725 + Penalty 5139.592970 = -4615943.609755
  nChanged 25
		SP:Iteration 27Q (5549.390000 sec): 3 clusters
  Score: Raw -4621096.951580 + Penalty 5139.592970 = -4615957.358610
  nChanged 24
		SP:Iteration 28Q (5549.480000 sec): 3 clusters
  Score: Raw -4621108.884738 + Penalty 5139.592970 = -4615969.291768
  nChanged 20
		SP:Iteration 29Q (5549.560000 sec): 3 clusters
  Score: Raw -4621119.612669 + Penalty 5139.592970 = -4615980.019699
  nChanged 16
		SP:Iteration 30Q (5549.650000 sec): 3 clusters
  Score: Raw -4621126.421774 + Penalty 5139.592970 = -4615986.828804
  nChanged 9
		SP:Iteration 31Q (5549.730000 sec): 3 clusters
  Score: Raw -4621130.284014 + Penalty 5139.592970 = -4615990.691044
  nChanged 6
		SP:Iteration 32Q (5549.820000 sec): 3 clusters
  Score: Raw -4621133.295787 + Penalty 5139.592970 = -4615993.702817
  nChanged 5
		SP:Iteration 33Q (5549.900000 sec): 3 clusters
  Score: Raw -4621135.095754 + Penalty 5139.592970 = -4615995.502784
  nChanged 5
		SP:Iteration 34Q (5549.990000 sec): 3 clusters
  Score: Raw -4621138.267009 + Penalty 5139.592970 = -4615998.674039
  nChanged 5
		SP:Iteration 35Q (5550.070000 sec): 3 clusters
  Score: Raw -4621140.822779 + Penalty 5139.592970 = -4616001.229809
  nChanged 9
		SP:Iteration 36Q (5550.150000 sec): 3 clusters
  Score: Raw -4621145.394465 + Penalty 5139.592970 = -4616005.801495
  nChanged 10
		SP:Iteration 37Q (5550.230000 sec): 3 clusters
  Score: Raw -4621151.926833 + Penalty 5139.592970 = -4616012.333863
  nChanged 6
		SP:Iteration 38Q (5550.310000 sec): 3 clusters
  Score: Raw -4621154.498169 + Penalty 5139.592970 = -4616014.905199
  nChanged 4
		SP:Iteration 39Q (5550.400000 sec): 3 clusters
  Score: Raw -4621156.420821 + Penalty 5139.592970 = -4616016.827852
  nChanged 4
		SP:Iteration 40F (5550.510000 sec): 3 clusters
  Score: Raw -4621158.747278 + Penalty 5139.592970 = -4616019.154308
  nChanged 4
		SP:Iteration 41Q (5550.590000 sec): 3 clusters
  Score: Raw -4621160.990703 + Penalty 5139.592970 = -4616021.397733
  nChanged 2
		SP:Iteration 42Q (5550.670000 sec): 3 clusters
  Score: Raw -4621161.811909 + Penalty 5139.592970 = -4616022.218939
  nChanged 2
		SP:Iteration 43Q (5550.760000 sec): 3 clusters
  Score: Raw -4621162.463548 + Penalty 5139.592970 = -4616022.870578
  nChanged 2
		SP:Iteration 44Q (5550.840000 sec): 3 clusters
  Score: Raw -4621163.786195 + Penalty 5139.592970 = -4616024.193225
  nChanged 3
		SP:Iteration 45Q (5550.920000 sec): 3 clusters
  Score: Raw -4621166.043374 + Penalty 5139.592970 = -4616026.450404
  nChanged 4
		SP:Iteration 46Q (5551.000000 sec): 3 clusters
  Score: Raw -4621169.607377 + Penalty 5139.592970 = -4616030.014407
  nChanged 8
		SP:Iteration 47Q (5551.090000 sec): 3 clusters
  Score: Raw -4621174.936497 + Penalty 5139.592970 = -4616035.343527
  nChanged 9
		SP:Iteration 48Q (5551.170000 sec): 3 clusters
  Score: Raw -4621179.715316 + Penalty 5139.592970 = -4616040.122346
  nChanged 8
		SP:Iteration 49Q (5551.250000 sec): 3 clusters
  Score: Raw -4621185.398599 + Penalty 5139.592970 = -4616045.805629
  nChanged 4
		SP:Iteration 50Q (5551.330000 sec): 3 clusters
  Score: Raw -4621187.204871 + Penalty 5139.592970 = -4616047.611901
  nChanged 1
		SP:Iteration 51Q (5551.410000 sec): 3 clusters
  Score: Raw -4621187.471200 + Penalty 5139.592970 = -4616047.878230
  nChanged 0
		SP:Iteration 52F (5551.530000 sec): 3 clusters
  Score: Raw -4621187.471200 + Penalty 5139.592970 = -4616047.878230
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5551.840000 sec): 2 clusters
  Score: Raw -14347520.959619 + Penalty 2851.907604 = -14344669.052014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5552.210000 sec): 3 clusters
  Score: Raw -14284340.021313 + Penalty 5703.815209 = -14278636.206104
  nChanged 46367
		SP:Iteration 1F (5552.570000 sec): 3 clusters
  Score: Raw -14310997.680260 + Penalty 5703.815209 = -14305293.865051
  nChanged 3866
		SP:Iteration 2Q (5552.940000 sec): 3 clusters
  Score: Raw -14312298.155703 + Penalty 5703.815209 = -14306594.340494
  nChanged 4894
		SP:Iteration 3Q (5553.310000 sec): 3 clusters
  Score: Raw -14314625.447168 + Penalty 5703.815209 = -14308921.631959
  nChanged 6690
		SP:Iteration 4F (5553.680000 sec): 3 clusters
  Score: Raw -14318981.293255 + Penalty 5703.815209 = -14313277.478046
  nChanged 8586
		SP:Iteration 5F (5554.040000 sec): 3 clusters
  Score: Raw -14326094.534902 + Penalty 5703.815209 = -14320390.719694
  nChanged 9045
		SP:Iteration 6F (5554.400000 sec): 3 clusters
  Score: Raw -14334883.700431 + Penalty 5703.815209 = -14329179.885222
  nChanged 7082
		SP:Iteration 7F (5554.760000 sec): 3 clusters
  Score: Raw -14342079.653691 + Penalty 5703.815209 = -14336375.838483
  nChanged 3726
		SP:Iteration 8Q (5555.110000 sec): 3 clusters
  Score: Raw -14345655.730070 + Penalty 5703.815209 = -14339951.914861
  nChanged 1487
		SP:Iteration 9Q (5555.420000 sec): 3 clusters
  Score: Raw -14346990.711775 + Penalty 5703.815209 = -14341286.896566
  nChanged 527
		SP:Iteration 10Q (5555.700000 sec): 3 clusters
  Score: Raw -14347498.529814 + Penalty 5703.815209 = -14341794.714606
  nChanged 210
		SP:Iteration 11Q (5555.970000 sec): 3 clusters
  Score: Raw -14347714.212635 + Penalty 5703.815209 = -14342010.397426
  nChanged 84
		SP:Iteration 12Q (5556.230000 sec): 3 clusters
  Score: Raw -14347811.050082 + Penalty 5703.815209 = -14342107.234873
  nChanged 45
		SP:Iteration 13Q (5556.490000 sec): 3 clusters
  Score: Raw -14347857.876653 + Penalty 5703.815209 = -14342154.061445
  nChanged 24
		SP:Iteration 14Q (5556.740000 sec): 3 clusters
  Score: Raw -14347883.320466 + Penalty 5703.815209 = -14342179.505257
  nChanged 18
		SP:Iteration 15Q (5556.990000 sec): 3 clusters
  Score: Raw -14347910.210923 + Penalty 5703.815209 = -14342206.395714
  nChanged 21
		SP:Iteration 16Q (5557.250000 sec): 3 clusters
  Score: Raw -14347946.727135 + Penalty 5703.815209 = -14342242.911926
  nChanged 17
		SP:Iteration 17Q (5557.500000 sec): 3 clusters
  Score: Raw -14347967.788502 + Penalty 5703.815209 = -14342263.973293
  nChanged 10
		SP:Iteration 18Q (5557.750000 sec): 3 clusters
  Score: Raw -14347980.419327 + Penalty 5703.815209 = -14342276.604118
  nChanged 9
		SP:Iteration 19Q (5558.000000 sec): 3 clusters
  Score: Raw -14347989.375728 + Penalty 5703.815209 = -14342285.560519
  nChanged 5
		SP:Iteration 20F (5558.360000 sec): 3 clusters
  Score: Raw -14347996.073239 + Penalty 5703.815209 = -14342292.258030
  nChanged 3
		SP:Iteration 21Q (5558.610000 sec): 3 clusters
  Score: Raw -14348000.405359 + Penalty 5703.815209 = -14342296.590150
  nChanged 2
		SP:Iteration 22Q (5558.860000 sec): 3 clusters
  Score: Raw -14348002.118232 + Penalty 5703.815209 = -14342298.303023
  nChanged 0
		SP:Iteration 23F (5559.220000 sec): 3 clusters
  Score: Raw -14348002.118232 + Penalty 5703.815209 = -14342298.303023
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (35708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5559.350000 sec): 2 clusters
  Score: Raw -5539356.140882 + Penalty 2599.816248 = -5536756.324634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5559.480000 sec): 3 clusters
  Score: Raw -5517622.802923 + Penalty 5199.632496 = -5512423.170427
  nChanged 16177
		SP:Iteration 1F (5559.610000 sec): 3 clusters
  Score: Raw -5526432.788781 + Penalty 5199.632496 = -5521233.156285
  nChanged 1534
		SP:Iteration 2Q (5559.740000 sec): 3 clusters
  Score: Raw -5526900.937256 + Penalty 5199.632496 = -5521701.304760
  nChanged 1450
		SP:Iteration 3Q (5559.880000 sec): 3 clusters
  Score: Raw -5527350.230815 + Penalty 5199.632496 = -5522150.598319
  nChanged 1365
		SP:Iteration 4Q (5560.010000 sec): 3 clusters
  Score: Raw -5527784.352674 + Penalty 5199.632496 = -5522584.720178
  nChanged 1351
		SP:Iteration 5Q (5560.140000 sec): 3 clusters
  Score: Raw -5528263.556693 + Penalty 5199.632496 = -5523063.924197
  nChanged 1439
		SP:Iteration 6Q (5560.270000 sec): 3 clusters
  Score: Raw -5528878.608415 + Penalty 5199.632496 = -5523678.975919
  nChanged 1623
		SP:Iteration 7Q (5560.400000 sec): 3 clusters
  Score: Raw -5529699.307503 + Penalty 5199.632496 = -5524499.675007
  nChanged 1867
		SP:Iteration 8F (5560.530000 sec): 3 clusters
  Score: Raw -5530808.179337 + Penalty 5199.632496 = -5525608.546841
  nChanged 2230
		SP:Iteration 9F (5560.660000 sec): 3 clusters
  Score: Raw -5532371.116441 + Penalty 5199.632496 = -5527171.483945
  nChanged 2368
		SP:Iteration 10F (5560.790000 sec): 3 clusters
  Score: Raw -5534234.583129 + Penalty 5199.632496 = -5529034.950633
  nChanged 2212
		SP:Iteration 11F (5560.920000 sec): 3 clusters
  Score: Raw -5536113.890914 + Penalty 5199.632496 = -5530914.258418
  nChanged 1758
		SP:Iteration 12Q (5561.040000 sec): 3 clusters
  Score: Raw -5537689.564418 + Penalty 5199.632496 = -5532489.931922
  nChanged 1071
		SP:Iteration 13Q (5561.150000 sec): 3 clusters
  Score: Raw -5538663.195372 + Penalty 5199.632496 = -5533463.562876
  nChanged 561
		SP:Iteration 14Q (5561.260000 sec): 3 clusters
  Score: Raw -5539193.443902 + Penalty 5199.632496 = -5533993.811406
  nChanged 213
		SP:Iteration 15Q (5561.350000 sec): 3 clusters
  Score: Raw -5539397.284663 + Penalty 5199.632496 = -5534197.652167
  nChanged 95
		SP:Iteration 16Q (5561.450000 sec): 3 clusters
  Score: Raw -5539500.209007 + Penalty 5199.632496 = -5534300.576511
  nChanged 45
		SP:Iteration 17Q (5561.540000 sec): 3 clusters
  Score: Raw -5539550.232585 + Penalty 5199.632496 = -5534350.600089
  nChanged 20
		SP:Iteration 18Q (5561.630000 sec): 3 clusters
  Score: Raw -5539572.586162 + Penalty 5199.632496 = -5534372.953666
  nChanged 14
		SP:Iteration 19Q (5561.720000 sec): 3 clusters
  Score: Raw -5539586.174396 + Penalty 5199.632496 = -5534386.541900
  nChanged 9
		SP:Iteration 20F (5561.850000 sec): 3 clusters
  Score: Raw -5539594.961057 + Penalty 5199.632496 = -5534395.328561
  nChanged 7
		SP:Iteration 21Q (5561.940000 sec): 3 clusters
  Score: Raw -5539601.924693 + Penalty 5199.632496 = -5534402.292197
  nChanged 2
		SP:Iteration 22Q (5562.030000 sec): 3 clusters
  Score: Raw -5539604.557863 + Penalty 5199.632496 = -5534404.925367
  nChanged 3
		SP:Iteration 23Q (5562.120000 sec): 3 clusters
  Score: Raw -5539610.479934 + Penalty 5199.632496 = -5534410.847438
  nChanged 1
		SP:Iteration 24Q (5562.210000 sec): 3 clusters
  Score: Raw -5539611.282139 + Penalty 5199.632496 = -5534411.649643
  nChanged 1
		SP:Iteration 25Q (5562.300000 sec): 3 clusters
  Score: Raw -5539612.134669 + Penalty 5199.632496 = -5534412.502173
  nChanged 0
		SP:Iteration 26F (5562.430000 sec): 3 clusters
  Score: Raw -5539612.134669 + Penalty 5199.632496 = -5534412.502173
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5562.750000 sec): 2 clusters
  Score: Raw -14576585.958374 + Penalty 2851.900065 = -14573734.058309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5563.110000 sec): 3 clusters
  Score: Raw -14513267.021653 + Penalty 5703.800129 = -14507563.221524
  nChanged 46753
		SP:Iteration 1F (5563.480000 sec): 3 clusters
  Score: Raw -14539365.165180 + Penalty 5703.800129 = -14533661.365051
  nChanged 2940
		SP:Iteration 2Q (5563.850000 sec): 3 clusters
  Score: Raw -14539950.407804 + Penalty 5703.800129 = -14534246.607675
  nChanged 2805
		SP:Iteration 3Q (5564.230000 sec): 3 clusters
  Score: Raw -14540520.958258 + Penalty 5703.800129 = -14534817.158129
  nChanged 2808
		SP:Iteration 4Q (5564.600000 sec): 3 clusters
  Score: Raw -14541105.276710 + Penalty 5703.800129 = -14535401.476581
  nChanged 2862
		SP:Iteration 5Q (5564.970000 sec): 3 clusters
  Score: Raw -14541729.644260 + Penalty 5703.800129 = -14536025.844131
  nChanged 2962
		SP:Iteration 6Q (5565.340000 sec): 3 clusters
  Score: Raw -14542475.016296 + Penalty 5703.800129 = -14536771.216166
  nChanged 3373
		SP:Iteration 7Q (5565.720000 sec): 3 clusters
  Score: Raw -14543483.387310 + Penalty 5703.800129 = -14537779.587181
  nChanged 3983
		SP:Iteration 8Q (5566.090000 sec): 3 clusters
  Score: Raw -14544911.764356 + Penalty 5703.800129 = -14539207.964226
  nChanged 4687
		SP:Iteration 9Q (5566.470000 sec): 3 clusters
  Score: Raw -14546931.102712 + Penalty 5703.800129 = -14541227.302583
  nChanged 5390
		SP:Iteration 10F (5566.830000 sec): 3 clusters
  Score: Raw -14549744.771288 + Penalty 5703.800129 = -14544040.971159
  nChanged 6171
		SP:Iteration 11F (5567.200000 sec): 3 clusters
  Score: Raw -14553620.240575 + Penalty 5703.800129 = -14547916.440446
  nChanged 6561
		SP:Iteration 12F (5567.560000 sec): 3 clusters
  Score: Raw -14558308.113263 + Penalty 5703.800129 = -14552604.313133
  nChanged 6425
		SP:Iteration 13F (5567.920000 sec): 3 clusters
  Score: Raw -14563417.430685 + Penalty 5703.800129 = -14557713.630556
  nChanged 5630
		SP:Iteration 14F (5568.290000 sec): 3 clusters
  Score: Raw -14568092.583870 + Penalty 5703.800129 = -14562388.783740
  nChanged 4185
		SP:Iteration 15Q (5568.650000 sec): 3 clusters
  Score: Raw -14571650.591505 + Penalty 5703.800129 = -14565946.791375
  nChanged 2766
		SP:Iteration 16Q (5568.980000 sec): 3 clusters
  Score: Raw -14573894.291182 + Penalty 5703.800129 = -14568190.491053
  nChanged 1635
		SP:Iteration 17Q (5569.290000 sec): 3 clusters
  Score: Raw -14575183.296919 + Penalty 5703.800129 = -14569479.496789
  nChanged 973
		SP:Iteration 18Q (5569.590000 sec): 3 clusters
  Score: Raw -14575925.223854 + Penalty 5703.800129 = -14570221.423725
  nChanged 519
		SP:Iteration 19Q (5569.860000 sec): 3 clusters
  Score: Raw -14576304.798627 + Penalty 5703.800129 = -14570600.998498
  nChanged 320
		SP:Iteration 20F (5570.220000 sec): 3 clusters
  Score: Raw -14576525.322507 + Penalty 5703.800129 = -14570821.522378
  nChanged 197
		SP:Iteration 21Q (5570.480000 sec): 3 clusters
  Score: Raw -14576653.730774 + Penalty 5703.800129 = -14570949.930644
  nChanged 147
		SP:Iteration 22Q (5570.740000 sec): 3 clusters
  Score: Raw -14576753.844038 + Penalty 5703.800129 = -14571050.043908
  nChanged 104
		SP:Iteration 23Q (5571.000000 sec): 3 clusters
  Score: Raw -14576830.283573 + Penalty 5703.800129 = -14571126.483444
  nChanged 86
		SP:Iteration 24Q (5571.250000 sec): 3 clusters
  Score: Raw -14576891.368651 + Penalty 5703.800129 = -14571187.568522
  nChanged 59
		SP:Iteration 25Q (5571.510000 sec): 3 clusters
  Score: Raw -14576932.303136 + Penalty 5703.800129 = -14571228.503007
  nChanged 40
		SP:Iteration 26Q (5571.760000 sec): 3 clusters
  Score: Raw -14576958.179955 + Penalty 5703.800129 = -14571254.379826
  nChanged 27
		SP:Iteration 27Q (5572.020000 sec): 3 clusters
  Score: Raw -14576976.128894 + Penalty 5703.800129 = -14571272.328765
  nChanged 18
		SP:Iteration 28Q (5572.270000 sec): 3 clusters
  Score: Raw -14576983.951197 + Penalty 5703.800129 = -14571280.151068
  nChanged 15
		SP:Iteration 29Q (5572.520000 sec): 3 clusters
  Score: Raw -14576992.946160 + Penalty 5703.800129 = -14571289.146031
  nChanged 10
		SP:Iteration 30Q (5572.780000 sec): 3 clusters
  Score: Raw -14576999.101679 + Penalty 5703.800129 = -14571295.301550
  nChanged 13
		SP:Iteration 31Q (5573.030000 sec): 3 clusters
  Score: Raw -14577007.180669 + Penalty 5703.800129 = -14571303.380540
  nChanged 8
		SP:Iteration 32Q (5573.280000 sec): 3 clusters
  Score: Raw -14577011.265119 + Penalty 5703.800129 = -14571307.464989
  nChanged 4
		SP:Iteration 33Q (5573.530000 sec): 3 clusters
  Score: Raw -14577013.474860 + Penalty 5703.800129 = -14571309.674731
  nChanged 7
		SP:Iteration 34Q (5573.780000 sec): 3 clusters
  Score: Raw -14577016.208671 + Penalty 5703.800129 = -14571312.408542
  nChanged 6
		SP:Iteration 35Q (5574.040000 sec): 3 clusters
  Score: Raw -14577020.028401 + Penalty 5703.800129 = -14571316.228272
  nChanged 3
		SP:Iteration 36Q (5574.290000 sec): 3 clusters
  Score: Raw -14577021.768899 + Penalty 5703.800129 = -14571317.968770
  nChanged 3
		SP:Iteration 37Q (5574.540000 sec): 3 clusters
  Score: Raw -14577023.879669 + Penalty 5703.800129 = -14571320.079539
  nChanged 3
		SP:Iteration 38Q (5574.790000 sec): 3 clusters
  Score: Raw -14577025.560538 + Penalty 5703.800129 = -14571321.760408
  nChanged 1
		SP:Iteration 39Q (5575.050000 sec): 3 clusters
  Score: Raw -14577026.836228 + Penalty 5703.800129 = -14571323.036099
  nChanged 1
		SP:Iteration 40F (5575.410000 sec): 3 clusters
  Score: Raw -14577027.469007 + Penalty 5703.800129 = -14571323.668878
  nChanged 3
		SP:Iteration 41Q (5575.660000 sec): 3 clusters
  Score: Raw -14577028.904337 + Penalty 5703.800129 = -14571325.104207
  nChanged 1
		SP:Iteration 42Q (5575.910000 sec): 3 clusters
  Score: Raw -14577029.516146 + Penalty 5703.800129 = -14571325.716017
  nChanged 0
		SP:Iteration 43F (5576.270000 sec): 3 clusters
  Score: Raw -14577029.516146 + Penalty 5703.800129 = -14571325.716017
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5576.310000 sec): 2 clusters
  Score: Raw -45040.769262 + Penalty 1466.548745 = -43574.220517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5576.310000 sec): 3 clusters
  Score: Raw -45342.084219 + Penalty 2933.097491 = -42408.986728
  nChanged 84
		SP:Iteration 1F (5576.310000 sec): 3 clusters
  Score: Raw -45949.879262 + Penalty 2933.097491 = -43016.781771
  nChanged 25
		SP:Iteration 2F (5576.310000 sec): 3 clusters
  Score: Raw -46138.911610 + Penalty 2933.097491 = -43205.814119
  nChanged 14
		SP:Iteration 3Q (5576.310000 sec): 3 clusters
  Score: Raw -46261.473115 + Penalty 2933.097491 = -43328.375624
  nChanged 11
		SP:Iteration 4Q (5576.310000 sec): 3 clusters
  Score: Raw -46394.062419 + Penalty 2933.097491 = -43460.964928
  nChanged 16
		SP:Iteration 5Q (5576.310000 sec): 3 clusters
  Score: Raw -46535.684522 + Penalty 2933.097491 = -43602.587031
  nChanged 17
		SP:Iteration 6Q (5576.310000 sec): 3 clusters
  Score: Raw -46687.848271 + Penalty 2933.097491 = -43754.750780
  nChanged 16
		SP:Iteration 7Q (5576.320000 sec): 3 clusters
  Score: Raw -46968.538605 + Penalty 2933.097491 = -44035.441114
  nChanged 18
		SP:Iteration 8Q (5576.320000 sec): 3 clusters
  Score: Raw -47404.883133 + Penalty 2933.097491 = -44471.785643
  nChanged 12
		SP:Iteration 9Q (5576.320000 sec): 3 clusters
  Score: Raw -47592.057311 + Penalty 2933.097491 = -44658.959820
  nChanged 8
		SP:Iteration 10Q (5576.320000 sec): 3 clusters
  Score: Raw -47729.604431 + Penalty 2933.097491 = -44796.506940
  nChanged 4
		SP:Iteration 11Q (5576.320000 sec): 3 clusters
  Score: Raw -47753.507327 + Penalty 2933.097491 = -44820.409837
  nChanged 2
		SP:Iteration 12Q (5576.320000 sec): 3 clusters
  Score: Raw -47782.186976 + Penalty 2933.097491 = -44849.089485
  nChanged 2
		SP:Iteration 13Q (5576.320000 sec): 3 clusters
  Score: Raw -47823.576062 + Penalty 2933.097491 = -44890.478571
  nChanged 2
		SP:Iteration 14Q (5576.320000 sec): 3 clusters
  Score: Raw -47875.005616 + Penalty 2933.097491 = -44941.908126
  nChanged 0
		SP:Iteration 15F (5576.330000 sec): 3 clusters
  Score: Raw -47875.005616 + Penalty 2933.097491 = -44941.908126
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 35.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5576.500000 sec): 2 clusters
  Score: Raw -7505841.324569 + Penalty 2688.760096 = -7503152.564473
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5576.690000 sec): 3 clusters
  Score: Raw -7474082.290056 + Penalty 5377.520193 = -7468704.769863
  nChanged 23702
		SP:Iteration 1F (5576.870000 sec): 3 clusters
  Score: Raw -7487324.359048 + Penalty 5377.520193 = -7481946.838855
  nChanged 1876
		SP:Iteration 2Q (5577.070000 sec): 3 clusters
  Score: Raw -7487768.682681 + Penalty 5377.520193 = -7482391.162488
  nChanged 1705
		SP:Iteration 3Q (5577.260000 sec): 3 clusters
  Score: Raw -7488152.180893 + Penalty 5377.520193 = -7482774.660700
  nChanged 1563
		SP:Iteration 4Q (5577.450000 sec): 3 clusters
  Score: Raw -7488536.887610 + Penalty 5377.520193 = -7483159.367417
  nChanged 1676
		SP:Iteration 5Q (5577.640000 sec): 3 clusters
  Score: Raw -7489010.284528 + Penalty 5377.520193 = -7483632.764336
  nChanged 1878
		SP:Iteration 6Q (5577.830000 sec): 3 clusters
  Score: Raw -7489643.754053 + Penalty 5377.520193 = -7484266.233860
  nChanged 2213
		SP:Iteration 7Q (5578.020000 sec): 3 clusters
  Score: Raw -7490563.437709 + Penalty 5377.520193 = -7485185.917516
  nChanged 2592
		SP:Iteration 8F (5578.210000 sec): 3 clusters
  Score: Raw -7491822.705812 + Penalty 5377.520193 = -7486445.185619
  nChanged 2888
		SP:Iteration 9F (5578.390000 sec): 3 clusters
  Score: Raw -7493391.002015 + Penalty 5377.520193 = -7488013.481822
  nChanged 3006
		SP:Iteration 10F (5578.580000 sec): 3 clusters
  Score: Raw -7495178.713853 + Penalty 5377.520193 = -7489801.193660
  nChanged 2819
		SP:Iteration 11F (5578.770000 sec): 3 clusters
  Score: Raw -7496968.822439 + Penalty 5377.520193 = -7491591.302246
  nChanged 2586
		SP:Iteration 12F (5578.950000 sec): 3 clusters
  Score: Raw -7498691.582882 + Penalty 5377.520193 = -7493314.062689
  nChanged 2212
		SP:Iteration 13Q (5579.140000 sec): 3 clusters
  Score: Raw -7500285.025408 + Penalty 5377.520193 = -7494907.505215
  nChanged 1869
		SP:Iteration 14Q (5579.330000 sec): 3 clusters
  Score: Raw -7501699.071176 + Penalty 5377.520193 = -7496321.550983
  nChanged 1533
		SP:Iteration 15Q (5579.500000 sec): 3 clusters
  Score: Raw -7502931.575307 + Penalty 5377.520193 = -7497554.055114
  nChanged 1230
		SP:Iteration 16Q (5579.670000 sec): 3 clusters
  Score: Raw -7503889.371681 + Penalty 5377.520193 = -7498511.851489
  nChanged 850
		SP:Iteration 17Q (5579.830000 sec): 3 clusters
  Score: Raw -7504554.039654 + Penalty 5377.520193 = -7499176.519461
  nChanged 609
		SP:Iteration 18Q (5579.980000 sec): 3 clusters
  Score: Raw -7505003.780979 + Penalty 5377.520193 = -7499626.260786
  nChanged 456
		SP:Iteration 19Q (5580.120000 sec): 3 clusters
  Score: Raw -7505351.606051 + Penalty 5377.520193 = -7499974.085858
  nChanged 312
		SP:Iteration 20F (5580.310000 sec): 3 clusters
  Score: Raw -7505583.447943 + Penalty 5377.520193 = -7500205.927750
  nChanged 200
		SP:Iteration 21Q (5580.440000 sec): 3 clusters
  Score: Raw -7505729.773107 + Penalty 5377.520193 = -7500352.252914
  nChanged 150
		SP:Iteration 22Q (5580.570000 sec): 3 clusters
  Score: Raw -7505841.590682 + Penalty 5377.520193 = -7500464.070489
  nChanged 98
		SP:Iteration 23Q (5580.710000 sec): 3 clusters
  Score: Raw -7505925.004877 + Penalty 5377.520193 = -7500547.484684
  nChanged 81
		SP:Iteration 24Q (5580.840000 sec): 3 clusters
  Score: Raw -7505997.085795 + Penalty 5377.520193 = -7500619.565602
  nChanged 63
		SP:Iteration 25Q (5580.970000 sec): 3 clusters
  Score: Raw -7506056.433436 + Penalty 5377.520193 = -7500678.913243
  nChanged 51
		SP:Iteration 26Q (5581.100000 sec): 3 clusters
  Score: Raw -7506108.087972 + Penalty 5377.520193 = -7500730.567779
  nChanged 37
		SP:Iteration 27Q (5581.230000 sec): 3 clusters
  Score: Raw -7506142.329609 + Penalty 5377.520193 = -7500764.809416
  nChanged 26
		SP:Iteration 28Q (5581.360000 sec): 3 clusters
  Score: Raw -7506165.225027 + Penalty 5377.520193 = -7500787.704834
  nChanged 22
		SP:Iteration 29Q (5581.490000 sec): 3 clusters
  Score: Raw -7506184.630316 + Penalty 5377.520193 = -7500807.110123
  nChanged 19
		SP:Iteration 30Q (5581.620000 sec): 3 clusters
  Score: Raw -7506199.835281 + Penalty 5377.520193 = -7500822.315088
  nChanged 16
		SP:Iteration 31Q (5581.750000 sec): 3 clusters
  Score: Raw -7506212.922408 + Penalty 5377.520193 = -7500835.402215
  nChanged 8
		SP:Iteration 32Q (5581.870000 sec): 3 clusters
  Score: Raw -7506222.425650 + Penalty 5377.520193 = -7500844.905457
  nChanged 8
		SP:Iteration 33Q (5582.000000 sec): 3 clusters
  Score: Raw -7506229.376168 + Penalty 5377.520193 = -7500851.855975
  nChanged 4
		SP:Iteration 34Q (5582.130000 sec): 3 clusters
  Score: Raw -7506233.897479 + Penalty 5377.520193 = -7500856.377286
  nChanged 3
		SP:Iteration 35Q (5582.260000 sec): 3 clusters
  Score: Raw -7506238.348181 + Penalty 5377.520193 = -7500860.827988
  nChanged 4
		SP:Iteration 36Q (5582.390000 sec): 3 clusters
  Score: Raw -7506242.740484 + Penalty 5377.520193 = -7500865.220291
  nChanged 5
		SP:Iteration 37Q (5582.510000 sec): 3 clusters
  Score: Raw -7506246.827807 + Penalty 5377.520193 = -7500869.307614
  nChanged 5
		SP:Iteration 38Q (5582.650000 sec): 3 clusters
  Score: Raw -7506251.375368 + Penalty 5377.520193 = -7500873.855175
  nChanged 4
		SP:Iteration 39Q (5582.770000 sec): 3 clusters
  Score: Raw -7506255.422825 + Penalty 5377.520193 = -7500877.902632
  nChanged 2
		SP:Iteration 40F (5582.960000 sec): 3 clusters
  Score: Raw -7506257.038903 + Penalty 5377.520193 = -7500879.518710
  nChanged 2
		SP:Iteration 41Q (5583.090000 sec): 3 clusters
  Score: Raw -7506258.158513 + Penalty 5377.520193 = -7500880.638321
  nChanged 0
		SP:Iteration 42F (5583.270000 sec): 3 clusters
  Score: Raw -7506258.158513 + Penalty 5377.520193 = -7500880.638321
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5583.300000 sec): 2 clusters
  Score: Raw -61642.359494 + Penalty 1516.193181 = -60126.166314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5583.300000 sec): 3 clusters
  Score: Raw -61871.875936 + Penalty 3032.386361 = -58839.489575
  nChanged 90
		SP:Iteration 1F (5583.300000 sec): 3 clusters
  Score: Raw -62117.089762 + Penalty 3032.386361 = -59084.703401
  nChanged 40
		SP:Iteration 2F (5583.300000 sec): 3 clusters
  Score: Raw -62285.622146 + Penalty 3032.386361 = -59253.235785
  nChanged 37
		SP:Iteration 3F (5583.310000 sec): 3 clusters
  Score: Raw -62559.193188 + Penalty 3032.386361 = -59526.806827
  nChanged 30
		SP:Iteration 4F (5583.310000 sec): 3 clusters
  Score: Raw -62774.169856 + Penalty 3032.386361 = -59741.783495
  nChanged 25
		SP:Iteration 5F (5583.310000 sec): 3 clusters
  Score: Raw -63077.791348 + Penalty 3032.386361 = -60045.404987
  nChanged 22
		SP:Iteration 6Q (5583.310000 sec): 3 clusters
  Score: Raw -63295.356317 + Penalty 3032.386361 = -60262.969956
  nChanged 10
		SP:Iteration 7Q (5583.310000 sec): 3 clusters
  Score: Raw -63376.622799 + Penalty 3032.386361 = -60344.236438
  nChanged 5
		SP:Iteration 8Q (5583.310000 sec): 3 clusters
  Score: Raw -63407.272227 + Penalty 3032.386361 = -60374.885866
  nChanged 3
		SP:Iteration 9Q (5583.310000 sec): 3 clusters
  Score: Raw -63436.236551 + Penalty 3032.386361 = -60403.850190
  nChanged 4
		SP:Iteration 10Q (5583.310000 sec): 3 clusters
  Score: Raw -63458.405934 + Penalty 3032.386361 = -60426.019573
  nChanged 1
		SP:Iteration 11Q (5583.310000 sec): 3 clusters
  Score: Raw -63464.777568 + Penalty 3032.386361 = -60432.391207
  nChanged 0
		SP:Iteration 12F (5583.320000 sec): 3 clusters
  Score: Raw -63464.777568 + Penalty 3032.386361 = -60432.391207
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 36.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5583.320000 sec): 2 clusters
  Score: Raw -68373.416664 + Penalty 1528.502071 = -66844.914592
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5583.330000 sec): 3 clusters
  Score: Raw -68397.494779 + Penalty 3057.004143 = -65340.490637
  nChanged 84
		SP:Iteration 1F (5583.330000 sec): 3 clusters
  Score: Raw -68577.554544 + Penalty 3057.004143 = -65520.550401
  nChanged 11
		SP:Iteration 2Q (5583.330000 sec): 3 clusters
  Score: Raw -68600.004070 + Penalty 3057.004143 = -65542.999927
  nChanged 9
		SP:Iteration 3Q (5583.330000 sec): 3 clusters
  Score: Raw -68620.294728 + Penalty 3057.004143 = -65563.290585
  nChanged 4
		SP:Iteration 4Q (5583.330000 sec): 3 clusters
  Score: Raw -68628.885049 + Penalty 3057.004143 = -65571.880906
  nChanged 6
		SP:Iteration 5Q (5583.330000 sec): 3 clusters
  Score: Raw -68642.949135 + Penalty 3057.004143 = -65585.944993
  nChanged 4
		SP:Iteration 6Q (5583.330000 sec): 3 clusters
  Score: Raw -68648.449046 + Penalty 3057.004143 = -65591.444903
  nChanged 2
		SP:Iteration 7Q (5583.340000 sec): 3 clusters
  Score: Raw -68652.812008 + Penalty 3057.004143 = -65595.807865
  nChanged 6
		SP:Iteration 8Q (5583.340000 sec): 3 clusters
  Score: Raw -68666.193177 + Penalty 3057.004143 = -65609.189034
  nChanged 2
		SP:Iteration 9Q (5583.340000 sec): 3 clusters
  Score: Raw -68671.077961 + Penalty 3057.004143 = -65614.073818
  nChanged 1
		SP:Iteration 10Q (5583.340000 sec): 3 clusters
  Score: Raw -68673.403471 + Penalty 3057.004143 = -65616.399328
  nChanged 1
		SP:Iteration 11Q (5583.340000 sec): 3 clusters
  Score: Raw -68675.758332 + Penalty 3057.004143 = -65618.754189
  nChanged 1
		SP:Iteration 12Q (5583.350000 sec): 3 clusters
  Score: Raw -68677.854628 + Penalty 3057.004143 = -65620.850485
  nChanged 0
		SP:Iteration 13F (5583.350000 sec): 3 clusters
  Score: Raw -68677.854628 + Penalty 3057.004143 = -65620.850485
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (269310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5584.230000 sec): 2 clusters
  Score: Raw -39852363.477036 + Penalty 3100.897366 = -39849262.579670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5585.240000 sec): 3 clusters
  Score: Raw -39673833.049547 + Penalty 6201.794732 = -39667631.254815
  nChanged 130432
		SP:Iteration 1F (5586.230000 sec): 3 clusters
  Score: Raw -39750989.861141 + Penalty 6201.794732 = -39744788.066409
  nChanged 6418
		SP:Iteration 2Q (5587.250000 sec): 3 clusters
  Score: Raw -39752197.875728 + Penalty 6201.794732 = -39745996.080996
  nChanged 6875
		SP:Iteration 3Q (5588.270000 sec): 3 clusters
  Score: Raw -39753816.327572 + Penalty 6201.794732 = -39747614.532840
  nChanged 8428
		SP:Iteration 4Q (5589.290000 sec): 3 clusters
  Score: Raw -39756509.607012 + Penalty 6201.794732 = -39750307.812280
  nChanged 11183
		SP:Iteration 5Q (5590.310000 sec): 3 clusters
  Score: Raw -39761523.814849 + Penalty 6201.794732 = -39755322.020117
  nChanged 16114
		SP:Iteration 6F (5591.300000 sec): 3 clusters
  Score: Raw -39771393.119737 + Penalty 6201.794732 = -39765191.325005
  nChanged 21819
		SP:Iteration 7F (5592.290000 sec): 3 clusters
  Score: Raw -39788651.010560 + Penalty 6201.794732 = -39782449.215828
  nChanged 25176
		SP:Iteration 8F (5593.280000 sec): 3 clusters
  Score: Raw -39812176.468335 + Penalty 6201.794732 = -39805974.673603
  nChanged 22025
		SP:Iteration 9F (5594.270000 sec): 3 clusters
  Score: Raw -39834054.649852 + Penalty 6201.794732 = -39827852.855120
  nChanged 12854
		SP:Iteration 10Q (5595.170000 sec): 3 clusters
  Score: Raw -39846452.121233 + Penalty 6201.794732 = -39840250.326501
  nChanged 4868
		SP:Iteration 11Q (5595.970000 sec): 3 clusters
  Score: Raw -39850848.298035 + Penalty 6201.794732 = -39844646.503303
  nChanged 1301
		SP:Iteration 12Q (5596.690000 sec): 3 clusters
  Score: Raw -39852034.920294 + Penalty 6201.794732 = -39845833.125562
  nChanged 351
		SP:Iteration 13Q (5597.390000 sec): 3 clusters
  Score: Raw -39852416.354247 + Penalty 6201.794732 = -39846214.559515
  nChanged 101
		SP:Iteration 14Q (5598.070000 sec): 3 clusters
  Score: Raw -39852549.281097 + Penalty 6201.794732 = -39846347.486365
  nChanged 42
		SP:Iteration 15Q (5598.750000 sec): 3 clusters
  Score: Raw -39852601.392905 + Penalty 6201.794732 = -39846399.598173
  nChanged 17
		SP:Iteration 16Q (5599.430000 sec): 3 clusters
  Score: Raw -39852627.721655 + Penalty 6201.794732 = -39846425.926923
  nChanged 10
		SP:Iteration 17Q (5600.110000 sec): 3 clusters
  Score: Raw -39852644.015816 + Penalty 6201.794732 = -39846442.221084
  nChanged 10
		SP:Iteration 18Q (5600.790000 sec): 3 clusters
  Score: Raw -39852658.888820 + Penalty 6201.794732 = -39846457.094088
  nChanged 9
		SP:Iteration 19Q (5601.470000 sec): 3 clusters
  Score: Raw -39852675.060864 + Penalty 6201.794732 = -39846473.266132
  nChanged 8
		SP:Iteration 20F (5602.440000 sec): 3 clusters
  Score: Raw -39852685.867242 + Penalty 6201.794732 = -39846484.072510
  nChanged 3
		SP:Iteration 21Q (5603.110000 sec): 3 clusters
  Score: Raw -39852692.465577 + Penalty 6201.794732 = -39846490.670845
  nChanged 4
		SP:Iteration 22Q (5603.790000 sec): 3 clusters
  Score: Raw -39852697.867701 + Penalty 6201.794732 = -39846496.072969
  nChanged 2
		SP:Iteration 23Q (5604.460000 sec): 3 clusters
  Score: Raw -39852702.129885 + Penalty 6201.794732 = -39846500.335153
  nChanged 2
		SP:Iteration 24Q (5605.130000 sec): 3 clusters
  Score: Raw -39852704.970302 + Penalty 6201.794732 = -39846503.175570
  nChanged 1
		SP:Iteration 25Q (5605.810000 sec): 3 clusters
  Score: Raw -39852705.606427 + Penalty 6201.794732 = -39846503.811695
  nChanged 0
		SP:Iteration 26F (5606.780000 sec): 3 clusters
  Score: Raw -39852705.606427 + Penalty 6201.794732 = -39846503.811695
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5606.980000 sec): 2 clusters
  Score: Raw -5128971.374178 + Penalty 2584.393408 = -5126386.980770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5607.100000 sec): 3 clusters
  Score: Raw -5108545.873969 + Penalty 5168.786817 = -5103377.087153
  nChanged 15321
		SP:Iteration 1F (5607.220000 sec): 3 clusters
  Score: Raw -5116862.059016 + Penalty 5168.786817 = -5111693.272200
  nChanged 1437
		SP:Iteration 2Q (5607.350000 sec): 3 clusters
  Score: Raw -5117250.592884 + Penalty 5168.786817 = -5112081.806067
  nChanged 1281
		SP:Iteration 3Q (5607.480000 sec): 3 clusters
  Score: Raw -5117565.915115 + Penalty 5168.786817 = -5112397.128298
  nChanged 1049
		SP:Iteration 4Q (5607.600000 sec): 3 clusters
  Score: Raw -5117821.075871 + Penalty 5168.786817 = -5112652.289054
  nChanged 969
		SP:Iteration 5Q (5607.730000 sec): 3 clusters
  Score: Raw -5118054.251192 + Penalty 5168.786817 = -5112885.464375
  nChanged 922
		SP:Iteration 6Q (5607.850000 sec): 3 clusters
  Score: Raw -5118281.325753 + Penalty 5168.786817 = -5113112.538937
  nChanged 930
		SP:Iteration 7Q (5607.980000 sec): 3 clusters
  Score: Raw -5118546.475683 + Penalty 5168.786817 = -5113377.688867
  nChanged 991
		SP:Iteration 8Q (5608.100000 sec): 3 clusters
  Score: Raw -5118832.981255 + Penalty 5168.786817 = -5113664.194439
  nChanged 1101
		SP:Iteration 9Q (5608.230000 sec): 3 clusters
  Score: Raw -5119219.705026 + Penalty 5168.786817 = -5114050.918209
  nChanged 1267
		SP:Iteration 10Q (5608.360000 sec): 3 clusters
  Score: Raw -5119795.250292 + Penalty 5168.786817 = -5114626.463475
  nChanged 1526
		SP:Iteration 11Q (5608.480000 sec): 3 clusters
  Score: Raw -5120631.877847 + Penalty 5168.786817 = -5115463.091030
  nChanged 1737
		SP:Iteration 12F (5608.600000 sec): 3 clusters
  Score: Raw -5121779.332846 + Penalty 5168.786817 = -5116610.546029
  nChanged 1900
		SP:Iteration 13F (5608.730000 sec): 3 clusters
  Score: Raw -5123204.895894 + Penalty 5168.786817 = -5118036.109077
  nChanged 1932
		SP:Iteration 14F (5608.850000 sec): 3 clusters
  Score: Raw -5124653.022472 + Penalty 5168.786817 = -5119484.235655
  nChanged 1589
		SP:Iteration 15Q (5608.970000 sec): 3 clusters
  Score: Raw -5125633.248875 + Penalty 5168.786817 = -5120464.462058
  nChanged 1130
		SP:Iteration 16Q (5609.090000 sec): 3 clusters
  Score: Raw -5126125.921545 + Penalty 5168.786817 = -5120957.134728
  nChanged 682
		SP:Iteration 17Q (5609.210000 sec): 3 clusters
  Score: Raw -5126375.521757 + Penalty 5168.786817 = -5121206.734940
  nChanged 535
		SP:Iteration 18Q (5609.320000 sec): 3 clusters
  Score: Raw -5126575.981066 + Penalty 5168.786817 = -5121407.194250
  nChanged 469
		SP:Iteration 19Q (5609.440000 sec): 3 clusters
  Score: Raw -5126750.173777 + Penalty 5168.786817 = -5121581.386961
  nChanged 471
		SP:Iteration 20F (5609.560000 sec): 3 clusters
  Score: Raw -5126926.108135 + Penalty 5168.786817 = -5121757.321318
  nChanged 469
		SP:Iteration 21Q (5609.680000 sec): 3 clusters
  Score: Raw -5127098.424584 + Penalty 5168.786817 = -5121929.637767
  nChanged 480
		SP:Iteration 22Q (5609.790000 sec): 3 clusters
  Score: Raw -5127290.686073 + Penalty 5168.786817 = -5122121.899256
  nChanged 483
		SP:Iteration 23Q (5609.900000 sec): 3 clusters
  Score: Raw -5127495.264968 + Penalty 5168.786817 = -5122326.478151
  nChanged 449
		SP:Iteration 24Q (5610.010000 sec): 3 clusters
  Score: Raw -5127671.771696 + Penalty 5168.786817 = -5122502.984879
  nChanged 386
		SP:Iteration 25Q (5610.120000 sec): 3 clusters
  Score: Raw -5127809.778813 + Penalty 5168.786817 = -5122640.991996
  nChanged 341
		SP:Iteration 26Q (5610.220000 sec): 3 clusters
  Score: Raw -5127926.546439 + Penalty 5168.786817 = -5122757.759622
  nChanged 337
		SP:Iteration 27Q (5610.330000 sec): 3 clusters
  Score: Raw -5128048.472679 + Penalty 5168.786817 = -5122879.685862
  nChanged 300
		SP:Iteration 28Q (5610.440000 sec): 3 clusters
  Score: Raw -5128158.286113 + Penalty 5168.786817 = -5122989.499296
  nChanged 263
		SP:Iteration 29Q (5610.540000 sec): 3 clusters
  Score: Raw -5128248.931238 + Penalty 5168.786817 = -5123080.144422
  nChanged 261
		SP:Iteration 30Q (5610.640000 sec): 3 clusters
  Score: Raw -5128334.598835 + Penalty 5168.786817 = -5123165.812018
  nChanged 233
		SP:Iteration 31Q (5610.740000 sec): 3 clusters
  Score: Raw -5128412.682325 + Penalty 5168.786817 = -5123243.895508
  nChanged 227
		SP:Iteration 32Q (5610.850000 sec): 3 clusters
  Score: Raw -5128480.872673 + Penalty 5168.786817 = -5123312.085856
  nChanged 203
		SP:Iteration 33Q (5610.950000 sec): 3 clusters
  Score: Raw -5128541.834415 + Penalty 5168.786817 = -5123373.047598
  nChanged 198
		SP:Iteration 34Q (5611.050000 sec): 3 clusters
  Score: Raw -5128600.623598 + Penalty 5168.786817 = -5123431.836781
  nChanged 154
		SP:Iteration 35Q (5611.150000 sec): 3 clusters
  Score: Raw -5128642.170603 + Penalty 5168.786817 = -5123473.383787
  nChanged 128
		SP:Iteration 36Q (5611.240000 sec): 3 clusters
  Score: Raw -5128670.731004 + Penalty 5168.786817 = -5123501.944187
  nChanged 105
		SP:Iteration 37Q (5611.340000 sec): 3 clusters
  Score: Raw -5128694.940298 + Penalty 5168.786817 = -5123526.153482
  nChanged 85
		SP:Iteration 38Q (5611.440000 sec): 3 clusters
  Score: Raw -5128715.471622 + Penalty 5168.786817 = -5123546.684805
  nChanged 82
		SP:Iteration 39Q (5611.540000 sec): 3 clusters
  Score: Raw -5128735.793417 + Penalty 5168.786817 = -5123567.006601
  nChanged 81
		SP:Iteration 40F (5611.660000 sec): 3 clusters
  Score: Raw -5128754.652550 + Penalty 5168.786817 = -5123585.865733
  nChanged 78
		SP:Iteration 41Q (5611.760000 sec): 3 clusters
  Score: Raw -5128770.552584 + Penalty 5168.786817 = -5123601.765768
  nChanged 72
		SP:Iteration 42Q (5611.860000 sec): 3 clusters
  Score: Raw -5128786.312093 + Penalty 5168.786817 = -5123617.525276
  nChanged 62
		SP:Iteration 43Q (5611.950000 sec): 3 clusters
  Score: Raw -5128798.964912 + Penalty 5168.786817 = -5123630.178096
  nChanged 56
		SP:Iteration 44Q (5612.050000 sec): 3 clusters
  Score: Raw -5128811.345697 + Penalty 5168.786817 = -5123642.558880
  nChanged 58
		SP:Iteration 45Q (5612.140000 sec): 3 clusters
  Score: Raw -5128824.119482 + Penalty 5168.786817 = -5123655.332665
  nChanged 55
		SP:Iteration 46Q (5612.240000 sec): 3 clusters
  Score: Raw -5128836.226061 + Penalty 5168.786817 = -5123667.439244
  nChanged 47
		SP:Iteration 47Q (5612.340000 sec): 3 clusters
  Score: Raw -5128845.753863 + Penalty 5168.786817 = -5123676.967046
  nChanged 46
		SP:Iteration 48Q (5612.430000 sec): 3 clusters
  Score: Raw -5128855.507034 + Penalty 5168.786817 = -5123686.720217
  nChanged 51
		SP:Iteration 49Q (5612.520000 sec): 3 clusters
  Score: Raw -5128870.051745 + Penalty 5168.786817 = -5123701.264928
  nChanged 62
		SP:Iteration 50Q (5612.620000 sec): 3 clusters
  Score: Raw -5128887.041077 + Penalty 5168.786817 = -5123718.254260
  nChanged 50
		SP:Iteration 51Q (5612.720000 sec): 3 clusters
  Score: Raw -5128900.853855 + Penalty 5168.786817 = -5123732.067038
  nChanged 52
		SP:Iteration 52Q (5612.810000 sec): 3 clusters
  Score: Raw -5128915.107206 + Penalty 5168.786817 = -5123746.320390
  nChanged 51
		SP:Iteration 53Q (5612.900000 sec): 3 clusters
  Score: Raw -5128930.233974 + Penalty 5168.786817 = -5123761.447157
  nChanged 54
		SP:Iteration 54Q (5613.000000 sec): 3 clusters
  Score: Raw -5128943.908276 + Penalty 5168.786817 = -5123775.121459
  nChanged 43
		SP:Iteration 55Q (5613.090000 sec): 3 clusters
  Score: Raw -5128954.109220 + Penalty 5168.786817 = -5123785.322404
  nChanged 40
		SP:Iteration 56Q (5613.190000 sec): 3 clusters
  Score: Raw -5128963.130598 + Penalty 5168.786817 = -5123794.343782
  nChanged 36
		SP:Iteration 57Q (5613.280000 sec): 3 clusters
  Score: Raw -5128970.785806 + Penalty 5168.786817 = -5123801.998990
  nChanged 39
		SP:Iteration 58Q (5613.380000 sec): 3 clusters
  Score: Raw -5128981.223856 + Penalty 5168.786817 = -5123812.437039
  nChanged 46
		SP:Iteration 59Q (5613.480000 sec): 3 clusters
  Score: Raw -5128992.813696 + Penalty 5168.786817 = -5123824.026879
  nChanged 37
		SP:Iteration 60F (5613.600000 sec): 3 clusters
  Score: Raw -5129002.249753 + Penalty 5168.786817 = -5123833.462936
  nChanged 32
		SP:Iteration 61Q (5613.700000 sec): 3 clusters
  Score: Raw -5129009.639555 + Penalty 5168.786817 = -5123840.852738
  nChanged 33
		SP:Iteration 62Q (5613.790000 sec): 3 clusters
  Score: Raw -5129017.714934 + Penalty 5168.786817 = -5123848.928118
  nChanged 27
		SP:Iteration 63Q (5613.880000 sec): 3 clusters
  Score: Raw -5129025.127107 + Penalty 5168.786817 = -5123856.340290
  nChanged 27
		SP:Iteration 64Q (5613.980000 sec): 3 clusters
  Score: Raw -5129032.044065 + Penalty 5168.786817 = -5123863.257248
  nChanged 20
		SP:Iteration 65Q (5614.070000 sec): 3 clusters
  Score: Raw -5129036.828119 + Penalty 5168.786817 = -5123868.041303
  nChanged 20
		SP:Iteration 66Q (5614.160000 sec): 3 clusters
  Score: Raw -5129042.986118 + Penalty 5168.786817 = -5123874.199301
  nChanged 17
		SP:Iteration 67Q (5614.260000 sec): 3 clusters
  Score: Raw -5129047.777414 + Penalty 5168.786817 = -5123878.990597
  nChanged 18
		SP:Iteration 68Q (5614.350000 sec): 3 clusters
  Score: Raw -5129052.399600 + Penalty 5168.786817 = -5123883.612783
  nChanged 20
		SP:Iteration 69Q (5614.440000 sec): 3 clusters
  Score: Raw -5129056.390195 + Penalty 5168.786817 = -5123887.603378
  nChanged 17
		SP:Iteration 70Q (5614.540000 sec): 3 clusters
  Score: Raw -5129060.683616 + Penalty 5168.786817 = -5123891.896799
  nChanged 12
		SP:Iteration 71Q (5614.630000 sec): 3 clusters
  Score: Raw -5129062.953155 + Penalty 5168.786817 = -5123894.166339
  nChanged 11
		SP:Iteration 72Q (5614.720000 sec): 3 clusters
  Score: Raw -5129065.311358 + Penalty 5168.786817 = -5123896.524541
  nChanged 13
		SP:Iteration 73Q (5614.810000 sec): 3 clusters
  Score: Raw -5129068.330786 + Penalty 5168.786817 = -5123899.543970
  nChanged 14
		SP:Iteration 74Q (5614.900000 sec): 3 clusters
  Score: Raw -5129072.439339 + Penalty 5168.786817 = -5123903.652522
  nChanged 17
		SP:Iteration 75Q (5615.000000 sec): 3 clusters
  Score: Raw -5129076.593760 + Penalty 5168.786817 = -5123907.806944
  nChanged 19
		SP:Iteration 76Q (5615.090000 sec): 3 clusters
  Score: Raw -5129081.430609 + Penalty 5168.786817 = -5123912.643792
  nChanged 17
		SP:Iteration 77Q (5615.180000 sec): 3 clusters
  Score: Raw -5129087.580710 + Penalty 5168.786817 = -5123918.793893
  nChanged 23
		SP:Iteration 78Q (5615.270000 sec): 3 clusters
  Score: Raw -5129094.479121 + Penalty 5168.786817 = -5123925.692304
  nChanged 22
		SP:Iteration 79Q (5615.360000 sec): 3 clusters
  Score: Raw -5129101.110520 + Penalty 5168.786817 = -5123932.323703
  nChanged 21
		SP:Iteration 80F (5615.480000 sec): 3 clusters
  Score: Raw -5129107.090810 + Penalty 5168.786817 = -5123938.303993
  nChanged 24
		SP:Iteration 81Q (5615.580000 sec): 3 clusters
  Score: Raw -5129113.681283 + Penalty 5168.786817 = -5123944.894466
  nChanged 23
		SP:Iteration 82Q (5615.670000 sec): 3 clusters
  Score: Raw -5129118.997422 + Penalty 5168.786817 = -5123950.210605
  nChanged 21
		SP:Iteration 83Q (5615.760000 sec): 3 clusters
  Score: Raw -5129125.088508 + Penalty 5168.786817 = -5123956.301691
  nChanged 23
		SP:Iteration 84Q (5615.850000 sec): 3 clusters
  Score: Raw -5129131.481135 + Penalty 5168.786817 = -5123962.694319
  nChanged 25
		SP:Iteration 85Q (5615.940000 sec): 3 clusters
  Score: Raw -5129139.872721 + Penalty 5168.786817 = -5123971.085905
  nChanged 32
		SP:Iteration 86Q (5616.030000 sec): 3 clusters
  Score: Raw -5129148.743773 + Penalty 5168.786817 = -5123979.956956
  nChanged 19
		SP:Iteration 87Q (5616.120000 sec): 3 clusters
  Score: Raw -5129154.222996 + Penalty 5168.786817 = -5123985.436179
  nChanged 19
		SP:Iteration 88Q (5616.210000 sec): 3 clusters
  Score: Raw -5129158.960477 + Penalty 5168.786817 = -5123990.173661
  nChanged 15
		SP:Iteration 89Q (5616.300000 sec): 3 clusters
  Score: Raw -5129163.565020 + Penalty 5168.786817 = -5123994.778204
  nChanged 12
		SP:Iteration 90Q (5616.400000 sec): 3 clusters
  Score: Raw -5129167.745857 + Penalty 5168.786817 = -5123998.959040
  nChanged 14
		SP:Iteration 91Q (5616.480000 sec): 3 clusters
  Score: Raw -5129172.563398 + Penalty 5168.786817 = -5124003.776581
  nChanged 9
		SP:Iteration 92Q (5616.580000 sec): 3 clusters
  Score: Raw -5129174.633053 + Penalty 5168.786817 = -5124005.846236
  nChanged 6
		SP:Iteration 93Q (5616.660000 sec): 3 clusters
  Score: Raw -5129176.150507 + Penalty 5168.786817 = -5124007.363690
  nChanged 7
		SP:Iteration 94Q (5616.760000 sec): 3 clusters
  Score: Raw -5129177.394184 + Penalty 5168.786817 = -5124008.607367
  nChanged 5
		SP:Iteration 95Q (5616.840000 sec): 3 clusters
  Score: Raw -5129178.366276 + Penalty 5168.786817 = -5124009.579459
  nChanged 5
		SP:Iteration 96Q (5616.940000 sec): 3 clusters
  Score: Raw -5129179.841483 + Penalty 5168.786817 = -5124011.054666
  nChanged 7
		SP:Iteration 97Q (5617.030000 sec): 3 clusters
  Score: Raw -5129181.426553 + Penalty 5168.786817 = -5124012.639736
  nChanged 11
		SP:Iteration 98Q (5617.120000 sec): 3 clusters
  Score: Raw -5129185.938488 + Penalty 5168.786817 = -5124017.151671
  nChanged 9
		SP:Iteration 99Q (5617.210000 sec): 3 clusters
  Score: Raw -5129188.778366 + Penalty 5168.786817 = -5124019.991549
  nChanged 2
		SP:Iteration 100F (5617.330000 sec): 3 clusters
  Score: Raw -5129189.311006 + Penalty 5168.786817 = -5124020.524189
  nChanged 1
		SP:Iteration 101Q (5617.420000 sec): 3 clusters
  Score: Raw -5129189.699534 + Penalty 5168.786817 = -5124020.912717
  nChanged 1
		SP:Iteration 102Q (5617.510000 sec): 3 clusters
  Score: Raw -5129189.890010 + Penalty 5168.786817 = -5124021.103193
  nChanged 2
		SP:Iteration 103Q (5617.600000 sec): 3 clusters
  Score: Raw -5129190.243754 + Penalty 5168.786817 = -5124021.456938
  nChanged 4
		SP:Iteration 104Q (5617.690000 sec): 3 clusters
  Score: Raw -5129191.118388 + Penalty 5168.786817 = -5124022.331571
  nChanged 4
		SP:Iteration 105Q (5617.780000 sec): 3 clusters
  Score: Raw -5129192.444066 + Penalty 5168.786817 = -5124023.657249
  nChanged 2
		SP:Iteration 106Q (5617.870000 sec): 3 clusters
  Score: Raw -5129192.905006 + Penalty 5168.786817 = -5124024.118189
  nChanged 1
		SP:Iteration 107Q (5617.960000 sec): 3 clusters
  Score: Raw -5129193.003048 + Penalty 5168.786817 = -5124024.216232
  nChanged 0
		SP:Iteration 108F (5618.080000 sec): 3 clusters
  Score: Raw -5129193.003048 + Penalty 5168.786817 = -5124024.216232
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.100000 sec): 2 clusters
  Score: Raw -138455.464072 + Penalty 1727.105632 = -136728.358440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.100000 sec): 3 clusters
  Score: Raw -138228.729508 + Penalty 3454.211264 = -134774.518245
  nChanged 291
		SP:Iteration 1F (5618.110000 sec): 3 clusters
  Score: Raw -138607.499087 + Penalty 3454.211264 = -135153.287824
  nChanged 70
		SP:Iteration 2F (5618.110000 sec): 3 clusters
  Score: Raw -138712.302368 + Penalty 3454.211264 = -135258.091104
  nChanged 37
		SP:Iteration 3Q (5618.120000 sec): 3 clusters
  Score: Raw -138764.588917 + Penalty 3454.211264 = -135310.377653
  nChanged 23
		SP:Iteration 4Q (5618.120000 sec): 3 clusters
  Score: Raw -138798.370495 + Penalty 3454.211264 = -135344.159232
  nChanged 14
		SP:Iteration 5Q (5618.120000 sec): 3 clusters
  Score: Raw -138816.957664 + Penalty 3454.211264 = -135362.746400
  nChanged 11
		SP:Iteration 6Q (5618.130000 sec): 3 clusters
  Score: Raw -138832.759707 + Penalty 3454.211264 = -135378.548443
  nChanged 16
		SP:Iteration 7Q (5618.130000 sec): 3 clusters
  Score: Raw -138855.144155 + Penalty 3454.211264 = -135400.932891
  nChanged 6
		SP:Iteration 8Q (5618.130000 sec): 3 clusters
  Score: Raw -138860.524383 + Penalty 3454.211264 = -135406.313119
  nChanged 1
		SP:Iteration 9Q (5618.140000 sec): 3 clusters
  Score: Raw -138863.130751 + Penalty 3454.211264 = -135408.919487
  nChanged 0
		SP:Iteration 10F (5618.140000 sec): 3 clusters
  Score: Raw -138863.130751 + Penalty 3454.211264 = -135408.919487
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.140000 sec): 2 clusters
  Score: Raw -31449.905486 + Penalty 1353.977208 = -30095.928279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.140000 sec): 3 clusters
  Score: Raw -31648.387104 + Penalty 2707.954415 = -28940.432689
  nChanged 17
		SP:Iteration 1F (5618.150000 sec): 3 clusters
  Score: Raw -31700.623306 + Penalty 2707.954415 = -28992.668891
  nChanged 5
		SP:Iteration 2Q (5618.150000 sec): 3 clusters
  Score: Raw -31717.503141 + Penalty 2707.954415 = -29009.548726
  nChanged 3
		SP:Iteration 3Q (5618.150000 sec): 3 clusters
  Score: Raw -31732.688885 + Penalty 2707.954415 = -29024.734470
  nChanged 2
		SP:Iteration 4Q (5618.150000 sec): 3 clusters
  Score: Raw -31739.944130 + Penalty 2707.954415 = -29031.989715
  nChanged 2
		SP:Iteration 5Q (5618.150000 sec): 3 clusters
  Score: Raw -31748.907977 + Penalty 2707.954415 = -29040.953562
  nChanged 4
		SP:Iteration 6Q (5618.150000 sec): 3 clusters
  Score: Raw -31756.654549 + Penalty 2707.954415 = -29048.700134
  nChanged 2
		SP:Iteration 7Q (5618.150000 sec): 3 clusters
  Score: Raw -31761.174084 + Penalty 2707.954415 = -29053.219669
  nChanged 0
		SP:Iteration 8F (5618.150000 sec): 3 clusters
  Score: Raw -31761.174084 + Penalty 2707.954415 = -29053.219669
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (1029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.160000 sec): 2 clusters
  Score: Raw -130575.113848 + Penalty 1720.212998 = -128854.900849
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.160000 sec): 3 clusters
  Score: Raw -130529.027842 + Penalty 3440.425997 = -127088.601845
  nChanged 291
		SP:Iteration 1F (5618.160000 sec): 3 clusters
  Score: Raw -131526.262491 + Penalty 3440.425997 = -128085.836494
  nChanged 114
		SP:Iteration 2F (5618.170000 sec): 3 clusters
  Score: Raw -131883.587331 + Penalty 3440.425997 = -128443.161334
  nChanged 58
		SP:Iteration 3F (5618.170000 sec): 3 clusters
  Score: Raw -132083.801309 + Penalty 3440.425997 = -128643.375312
  nChanged 33
		SP:Iteration 4Q (5618.180000 sec): 3 clusters
  Score: Raw -132171.254782 + Penalty 3440.425997 = -128730.828785
  nChanged 14
		SP:Iteration 5Q (5618.180000 sec): 3 clusters
  Score: Raw -132192.347106 + Penalty 3440.425997 = -128751.921109
  nChanged 13
		SP:Iteration 6Q (5618.180000 sec): 3 clusters
  Score: Raw -132213.102317 + Penalty 3440.425997 = -128772.676320
  nChanged 8
		SP:Iteration 7Q (5618.180000 sec): 3 clusters
  Score: Raw -132223.329378 + Penalty 3440.425997 = -128782.903382
  nChanged 3
		SP:Iteration 8Q (5618.190000 sec): 3 clusters
  Score: Raw -132228.293020 + Penalty 3440.425997 = -128787.867023
  nChanged 5
		SP:Iteration 9Q (5618.190000 sec): 3 clusters
  Score: Raw -132234.678257 + Penalty 3440.425997 = -128794.252260
  nChanged 7
		SP:Iteration 10Q (5618.200000 sec): 3 clusters
  Score: Raw -132243.688455 + Penalty 3440.425997 = -128803.262458
  nChanged 3
		SP:Iteration 11Q (5618.200000 sec): 3 clusters
  Score: Raw -132247.457214 + Penalty 3440.425997 = -128807.031217
  nChanged 4
		SP:Iteration 12Q (5618.200000 sec): 3 clusters
  Score: Raw -132253.042809 + Penalty 3440.425997 = -128812.616812
  nChanged 5
		SP:Iteration 13Q (5618.200000 sec): 3 clusters
  Score: Raw -132260.985275 + Penalty 3440.425997 = -128820.559278
  nChanged 6
		SP:Iteration 14Q (5618.210000 sec): 3 clusters
  Score: Raw -132275.012533 + Penalty 3440.425997 = -128834.586536
  nChanged 12
		SP:Iteration 15Q (5618.210000 sec): 3 clusters
  Score: Raw -132309.594793 + Penalty 3440.425997 = -128869.168796
  nChanged 11
		SP:Iteration 16Q (5618.220000 sec): 3 clusters
  Score: Raw -132335.359118 + Penalty 3440.425997 = -128894.933121
  nChanged 9
		SP:Iteration 17Q (5618.220000 sec): 3 clusters
  Score: Raw -132360.556407 + Penalty 3440.425997 = -128920.130410
  nChanged 8
		SP:Iteration 18Q (5618.220000 sec): 3 clusters
  Score: Raw -132371.182125 + Penalty 3440.425997 = -128930.756128
  nChanged 5
		SP:Iteration 19Q (5618.220000 sec): 3 clusters
  Score: Raw -132388.924237 + Penalty 3440.425997 = -128948.498240
  nChanged 4
		SP:Iteration 20F (5618.230000 sec): 3 clusters
  Score: Raw -132393.633702 + Penalty 3440.425997 = -128953.207705
  nChanged 2
		SP:Iteration 21Q (5618.230000 sec): 3 clusters
  Score: Raw -132395.368425 + Penalty 3440.425997 = -128954.942428
  nChanged 1
		SP:Iteration 22Q (5618.230000 sec): 3 clusters
  Score: Raw -132398.375607 + Penalty 3440.425997 = -128957.949610
  nChanged 3
		SP:Iteration 23Q (5618.240000 sec): 3 clusters
  Score: Raw -132401.956179 + Penalty 3440.425997 = -128961.530182
  nChanged 2
		SP:Iteration 24Q (5618.240000 sec): 3 clusters
  Score: Raw -132403.883102 + Penalty 3440.425997 = -128963.457105
  nChanged 0
		SP:Iteration 25F (5618.240000 sec): 3 clusters
  Score: Raw -132403.883102 + Penalty 3440.425997 = -128963.457105
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 37.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.250000 sec): 2 clusters
  Score: Raw -42097.806542 + Penalty 1496.799395 = -40601.007147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.250000 sec): 3 clusters
  Score: Raw -42471.434218 + Penalty 2993.598791 = -39477.835428
  nChanged 112
		SP:Iteration 1F (5618.250000 sec): 3 clusters
  Score: Raw -43314.257194 + Penalty 2993.598791 = -40320.658403
  nChanged 48
		SP:Iteration 2F (5618.260000 sec): 3 clusters
  Score: Raw -44073.072350 + Penalty 2993.598791 = -41079.473559
  nChanged 23
		SP:Iteration 3F (5618.260000 sec): 3 clusters
  Score: Raw -44477.779339 + Penalty 2993.598791 = -41484.180549
  nChanged 21
		SP:Iteration 4F (5618.260000 sec): 3 clusters
  Score: Raw -44983.647670 + Penalty 2993.598791 = -41990.048880
  nChanged 11
		SP:Iteration 5Q (5618.260000 sec): 3 clusters
  Score: Raw -45347.020993 + Penalty 2993.598791 = -42353.422203
  nChanged 2
		SP:Iteration 6Q (5618.260000 sec): 3 clusters
  Score: Raw -45386.111148 + Penalty 2993.598791 = -42392.512357
  nChanged 1
		SP:Iteration 7Q (5618.260000 sec): 3 clusters
  Score: Raw -45397.959542 + Penalty 2993.598791 = -42404.360751
  nChanged 1
		SP:Iteration 8Q (5618.260000 sec): 3 clusters
  Score: Raw -45439.469466 + Penalty 2993.598791 = -42445.870675
  nChanged 0
		SP:Iteration 9F (5618.260000 sec): 3 clusters
  Score: Raw -45439.469466 + Penalty 2993.598791 = -42445.870675
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 38.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.270000 sec): 2 clusters
  Score: Raw -35366.831667 + Penalty 1421.064746 = -33945.766920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.270000 sec): 3 clusters
  Score: Raw -35680.947370 + Penalty 2842.129492 = -32838.817878
  nChanged 55
		SP:Iteration 1F (5618.270000 sec): 3 clusters
  Score: Raw -36052.147418 + Penalty 2842.129492 = -33210.017926
  nChanged 19
		SP:Iteration 2F (5618.270000 sec): 3 clusters
  Score: Raw -36256.831414 + Penalty 2842.129492 = -33414.701922
  nChanged 10
		SP:Iteration 3Q (5618.280000 sec): 3 clusters
  Score: Raw -36384.292515 + Penalty 2842.129492 = -33542.163023
  nChanged 9
		SP:Iteration 4Q (5618.280000 sec): 3 clusters
  Score: Raw -36460.663984 + Penalty 2842.129492 = -33618.534492
  nChanged 8
		SP:Iteration 5Q (5618.280000 sec): 3 clusters
  Score: Raw -36595.902641 + Penalty 2842.129492 = -33753.773149
  nChanged 7
		SP:Iteration 6Q (5618.280000 sec): 3 clusters
  Score: Raw -36813.133023 + Penalty 2842.129492 = -33971.003531
  nChanged 5
		SP:Iteration 7Q (5618.280000 sec): 3 clusters
  Score: Raw -36827.633584 + Penalty 2842.129492 = -33985.504091
  nChanged 3
		SP:Iteration 8Q (5618.280000 sec): 3 clusters
  Score: Raw -36834.997096 + Penalty 2842.129492 = -33992.867603
  nChanged 4
		SP:Iteration 9Q (5618.280000 sec): 3 clusters
  Score: Raw -36849.431521 + Penalty 2842.129492 = -34007.302029
  nChanged 3
		SP:Iteration 10Q (5618.280000 sec): 3 clusters
  Score: Raw -36856.283194 + Penalty 2842.129492 = -34014.153701
  nChanged 2
		SP:Iteration 11Q (5618.280000 sec): 3 clusters
  Score: Raw -36864.674116 + Penalty 2842.129492 = -34022.544624
  nChanged 3
		SP:Iteration 12Q (5618.280000 sec): 3 clusters
  Score: Raw -36877.630413 + Penalty 2842.129492 = -34035.500920
  nChanged 3
		SP:Iteration 13Q (5618.280000 sec): 3 clusters
  Score: Raw -36893.476041 + Penalty 2842.129492 = -34051.346549
  nChanged 3
		SP:Iteration 14Q (5618.280000 sec): 3 clusters
  Score: Raw -36917.493352 + Penalty 2842.129492 = -34075.363860
  nChanged 1
		SP:Iteration 15Q (5618.280000 sec): 3 clusters
  Score: Raw -36922.654848 + Penalty 2842.129492 = -34080.525356
  nChanged 2
		SP:Iteration 16Q (5618.290000 sec): 3 clusters
  Score: Raw -36931.047958 + Penalty 2842.129492 = -34088.918466
  nChanged 3
		SP:Iteration 17Q (5618.290000 sec): 3 clusters
  Score: Raw -36942.633326 + Penalty 2842.129492 = -34100.503833
  nChanged 3
		SP:Iteration 18Q (5618.290000 sec): 3 clusters
  Score: Raw -36958.402883 + Penalty 2842.129492 = -34116.273390
  nChanged 3
		SP:Iteration 19Q (5618.290000 sec): 3 clusters
  Score: Raw -36983.016072 + Penalty 2842.129492 = -34140.886580
  nChanged 3
		SP:Iteration 20F (5618.290000 sec): 3 clusters
  Score: Raw -37005.112758 + Penalty 2842.129492 = -34162.983266
  nChanged 4
		SP:Iteration 21Q (5618.290000 sec): 3 clusters
  Score: Raw -37034.984735 + Penalty 2842.129492 = -34192.855242
  nChanged 4
		SP:Iteration 22Q (5618.290000 sec): 3 clusters
  Score: Raw -37074.571330 + Penalty 2842.129492 = -34232.441838
  nChanged 1
		SP:Iteration 23Q (5618.290000 sec): 3 clusters
  Score: Raw -37077.862013 + Penalty 2842.129492 = -34235.732521
  nChanged 0
		SP:Iteration 24F (5618.300000 sec): 3 clusters
  Score: Raw -37077.862013 + Penalty 2842.129492 = -34235.732521
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 39.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.300000 sec): 2 clusters
  Score: Raw -29539.068708 + Penalty 1335.354776 = -28203.713932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.300000 sec): 3 clusters
  Score: Raw -29757.630234 + Penalty 2670.709551 = -27086.920683
  nChanged 18
		SP:Iteration 1F (5618.300000 sec): 3 clusters
  Score: Raw -29843.023979 + Penalty 2670.709551 = -27172.314428
  nChanged 7
		SP:Iteration 2Q (5618.300000 sec): 3 clusters
  Score: Raw -29884.453039 + Penalty 2670.709551 = -27213.743488
  nChanged 2
		SP:Iteration 3Q (5618.300000 sec): 3 clusters
  Score: Raw -29893.609922 + Penalty 2670.709551 = -27222.900371
  nChanged 0
		SP:Iteration 4F (5618.300000 sec): 3 clusters
  Score: Raw -29893.609922 + Penalty 2670.709551 = -27222.900371
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.310000 sec): 2 clusters
  Score: Raw -121029.188219 + Penalty 1690.550498 = -119338.637721
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.310000 sec): 3 clusters
  Score: Raw -120938.099758 + Penalty 3381.100997 = -117556.998761
  nChanged 242
		SP:Iteration 1F (5618.320000 sec): 3 clusters
  Score: Raw -121397.996291 + Penalty 3381.100997 = -118016.895294
  nChanged 96
		SP:Iteration 2F (5618.320000 sec): 3 clusters
  Score: Raw -121739.422631 + Penalty 3381.100997 = -118358.321634
  nChanged 66
		SP:Iteration 3F (5618.320000 sec): 3 clusters
  Score: Raw -121950.271960 + Penalty 3381.100997 = -118569.170963
  nChanged 51
		SP:Iteration 4F (5618.330000 sec): 3 clusters
  Score: Raw -122169.805665 + Penalty 3381.100997 = -118788.704668
  nChanged 42
		SP:Iteration 5Q (5618.330000 sec): 3 clusters
  Score: Raw -122365.359410 + Penalty 3381.100997 = -118984.258413
  nChanged 46
		SP:Iteration 6F (5618.330000 sec): 3 clusters
  Score: Raw -122530.989030 + Penalty 3381.100997 = -119149.888033
  nChanged 34
		SP:Iteration 7Q (5618.340000 sec): 3 clusters
  Score: Raw -122659.962048 + Penalty 3381.100997 = -119278.861051
  nChanged 21
		SP:Iteration 8Q (5618.340000 sec): 3 clusters
  Score: Raw -122701.091474 + Penalty 3381.100997 = -119319.990477
  nChanged 13
		SP:Iteration 9Q (5618.340000 sec): 3 clusters
  Score: Raw -122726.888729 + Penalty 3381.100997 = -119345.787732
  nChanged 8
		SP:Iteration 10Q (5618.340000 sec): 3 clusters
  Score: Raw -122737.068853 + Penalty 3381.100997 = -119355.967856
  nChanged 6
		SP:Iteration 11Q (5618.340000 sec): 3 clusters
  Score: Raw -122745.660673 + Penalty 3381.100997 = -119364.559676
  nChanged 2
		SP:Iteration 12Q (5618.350000 sec): 3 clusters
  Score: Raw -122751.152334 + Penalty 3381.100997 = -119370.051337
  nChanged 3
		SP:Iteration 13Q (5618.350000 sec): 3 clusters
  Score: Raw -122755.168595 + Penalty 3381.100997 = -119374.067599
  nChanged 0
		SP:Iteration 14F (5618.360000 sec): 3 clusters
  Score: Raw -122755.168595 + Penalty 3381.100997 = -119374.067599
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 40.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (295 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.360000 sec): 2 clusters
  Score: Raw -22968.678499 + Penalty 1410.369888 = -21558.308610
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.360000 sec): 3 clusters
  Score: Raw -23323.185340 + Penalty 2820.739777 = -20502.445563
  nChanged 74
		SP:Iteration 1F (5618.360000 sec): 3 clusters
  Score: Raw -23708.502466 + Penalty 2820.739777 = -20887.762689
  nChanged 21
		SP:Iteration 2F (5618.360000 sec): 3 clusters
  Score: Raw -23864.668871 + Penalty 2820.739777 = -21043.929094
  nChanged 10
		SP:Iteration 3Q (5618.360000 sec): 3 clusters
  Score: Raw -23931.292702 + Penalty 2820.739777 = -21110.552925
  nChanged 10
		SP:Iteration 4Q (5618.360000 sec): 3 clusters
  Score: Raw -24068.465108 + Penalty 2820.739777 = -21247.725331
  nChanged 4
		SP:Iteration 5Q (5618.370000 sec): 3 clusters
  Score: Raw -24154.548560 + Penalty 2820.739777 = -21333.808783
  nChanged 4
		SP:Iteration 6Q (5618.370000 sec): 3 clusters
  Score: Raw -24166.552819 + Penalty 2820.739777 = -21345.813042
  nChanged 0
		SP:Iteration 7F (5618.370000 sec): 3 clusters
  Score: Raw -24166.552819 + Penalty 2820.739777 = -21345.813042
  nChanged 0
Deleting Class 39 (100 points): Lose 2910.825351 but Gain 3374.686117
Iteration 139Q (5629.300000 sec): 40 clusters
  Score: Raw -117634174.605018 + Penalty 131612.758575 = -117502561.846443
  nChanged 200
Iteration 140F (5671.560000 sec): 40 clusters
  Score: Raw -117636839.511470 + Penalty 131612.758575 = -117505226.752896
  nChanged 136
Iteration 141Q (5682.180000 sec): 40 clusters
  Score: Raw -117638027.944106 + Penalty 131612.758575 = -117506415.185532
  nChanged 109
Iteration 142Q (5692.890000 sec): 40 clusters
  Score: Raw -117638352.890949 + Penalty 131612.758575 = -117506740.132374
  nChanged 82
Iteration 143Q (5703.610000 sec): 40 clusters
  Score: Raw -117638570.855176 + Penalty 131612.758575 = -117506958.096601
  nChanged 56
Iteration 144Q (5714.330000 sec): 40 clusters
  Score: Raw -117638651.134813 + Penalty 131612.758575 = -117507038.376238
  nChanged 44
Iteration 145Q (5725.060000 sec): 40 clusters
  Score: Raw -117638662.588327 + Penalty 131612.758575 = -117507049.829752
  nChanged 50
Iteration 146Q (5735.780000 sec): 40 clusters
  Score: Raw -117638691.612082 + Penalty 131612.758575 = -117507078.853508
  nChanged 44
Iteration 147Q (5746.500000 sec): 40 clusters
  Score: Raw -117638812.279953 + Penalty 131612.758575 = -117507199.521379
  nChanged 46
Iteration 148Q (5757.220000 sec): 40 clusters
  Score: Raw -117639167.428547 + Penalty 131612.758575 = -117507554.669972
  nChanged 62
Iteration 149Q (5767.910000 sec): 40 clusters
  Score: Raw -117639648.518187 + Penalty 131612.758575 = -117508035.759612
  nChanged 93
Iteration 150Q (5778.610000 sec): 40 clusters
  Score: Raw -117639992.995996 + Penalty 131612.758575 = -117508380.237421
  nChanged 81
Iteration 151Q (5789.330000 sec): 40 clusters
  Score: Raw -117640136.263102 + Penalty 131612.758575 = -117508523.504527
  nChanged 37
Iteration 152Q (5800.090000 sec): 40 clusters
  Score: Raw -117640202.203347 + Penalty 131612.758575 = -117508589.444772
  nChanged 33
Iteration 153Q (5810.850000 sec): 40 clusters
  Score: Raw -117640215.002370 + Penalty 131612.758575 = -117508602.243795
  nChanged 20
Iteration 154Q (5821.610000 sec): 40 clusters
  Score: Raw -117640220.864948 + Penalty 131612.758575 = -117508608.106373
  nChanged 17
Iteration 155Q (5832.360000 sec): 40 clusters
  Score: Raw -117640223.380196 + Penalty 131612.758575 = -117508610.621621
  nChanged 11
Iteration 156Q (5843.100000 sec): 40 clusters
  Score: Raw -117640223.786047 + Penalty 131612.758575 = -117508611.027472
  nChanged 10
Iteration 157Q (5853.860000 sec): 40 clusters
  Score: Raw -117640224.063796 + Penalty 131612.758575 = -117508611.305221
  nChanged 10
Iteration 158Q (5864.640000 sec): 40 clusters
  Score: Raw -117640224.337963 + Penalty 131612.758575 = -117508611.579388
  nChanged 6
Iteration 159Q (5875.420000 sec): 40 clusters
  Score: Raw -117640224.479875 + Penalty 131612.758575 = -117508611.721301
  nChanged 3
Iteration 160F (5917.730000 sec): 40 clusters
  Score: Raw -117640514.316777 + Penalty 131612.758575 = -117508901.558203
  nChanged 74
Iteration 161Q (5928.530000 sec): 40 clusters
  Score: Raw -117640749.441349 + Penalty 131612.758575 = -117509136.682775
  nChanged 85
Iteration 162Q (5939.250000 sec): 40 clusters
  Score: Raw -117640866.934566 + Penalty 131612.758575 = -117509254.175991
  nChanged 62
Iteration 163Q (5949.980000 sec): 40 clusters
  Score: Raw -117640921.748344 + Penalty 131612.758575 = -117509308.989769
  nChanged 74
Iteration 164Q (5960.760000 sec): 40 clusters
  Score: Raw -117640943.146004 + Penalty 131612.758575 = -117509330.387429
  nChanged 62
Iteration 165Q (5971.570000 sec): 40 clusters
  Score: Raw -117640963.495135 + Penalty 131612.758575 = -117509350.736560
  nChanged 59
Iteration 166Q (5982.320000 sec): 40 clusters
  Score: Raw -117640966.816524 + Penalty 131612.758575 = -117509354.057949
  nChanged 59
Iteration 167Q (5993.050000 sec): 40 clusters
  Score: Raw -117640968.491235 + Penalty 131612.758575 = -117509355.732661
  nChanged 59
Iteration 168Q (6003.780000 sec): 40 clusters
  Score: Raw -117640969.821096 + Penalty 131612.758575 = -117509357.062521
  nChanged 49
Iteration 169Q (6014.520000 sec): 40 clusters
  Score: Raw -117640971.404943 + Penalty 131612.758575 = -117509358.646368
  nChanged 41
Iteration 170Q (6025.260000 sec): 40 clusters
  Score: Raw -117640972.539765 + Penalty 131612.758575 = -117509359.781190
  nChanged 37
Iteration 171Q (6036.010000 sec): 40 clusters
  Score: Raw -117640973.283781 + Penalty 131612.758575 = -117509360.525207
  nChanged 29
Iteration 172Q (6046.740000 sec): 40 clusters
  Score: Raw -117640973.823509 + Penalty 131612.758575 = -117509361.064934
  nChanged 24
Iteration 173Q (6057.490000 sec): 40 clusters
  Score: Raw -117640974.263961 + Penalty 131612.758575 = -117509361.505387
  nChanged 16
Iteration 174Q (6068.120000 sec): 40 clusters
  Score: Raw -117640974.482271 + Penalty 131612.758575 = -117509361.723697
  nChanged 7
Iteration 175Q (6078.840000 sec): 40 clusters
  Score: Raw -117640974.614666 + Penalty 131612.758575 = -117509361.856092
  nChanged 8
Iteration 176Q (6089.600000 sec): 40 clusters
  Score: Raw -117640974.772350 + Penalty 131612.758575 = -117509362.013776
  nChanged 11
Iteration 177Q (6100.270000 sec): 40 clusters
  Score: Raw -117640974.987046 + Penalty 131612.758575 = -117509362.228471
  nChanged 9
Iteration 178Q (6110.600000 sec): 40 clusters
  Score: Raw -117640975.151769 + Penalty 131612.758575 = -117509362.393195
  nChanged 11
Writing temp clu file 
Because OldScore, -117509362.228471, is greater than current (better) Score,-117509362.393195 
 Compute initial score before splitting:   Score: Raw -117640975.151769 + Penalty 131612.758575 = -117509362.393195
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6110.760000 sec): 2 clusters
  Score: Raw -1047910.549080 + Penalty 2200.793686 = -1045709.755393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6110.790000 sec): 3 clusters
  Score: Raw -1044260.896839 + Penalty 4401.587373 = -1039859.309466
  nChanged 2834
		SP:Iteration 1F (6110.810000 sec): 3 clusters
  Score: Raw -1045749.114167 + Penalty 4401.587373 = -1041347.526795
  nChanged 449
		SP:Iteration 2F (6110.830000 sec): 3 clusters
  Score: Raw -1045943.613135 + Penalty 4401.587373 = -1041542.025762
  nChanged 324
		SP:Iteration 3Q (6110.860000 sec): 3 clusters
  Score: Raw -1046082.108963 + Penalty 4401.587373 = -1041680.521590
  nChanged 236
		SP:Iteration 4Q (6110.890000 sec): 3 clusters
  Score: Raw -1046191.673146 + Penalty 4401.587373 = -1041790.085773
  nChanged 225
		SP:Iteration 5Q (6110.910000 sec): 3 clusters
  Score: Raw -1046301.534739 + Penalty 4401.587373 = -1041899.947367
  nChanged 206
		SP:Iteration 6Q (6110.940000 sec): 3 clusters
  Score: Raw -1046393.492067 + Penalty 4401.587373 = -1041991.904694
  nChanged 201
		SP:Iteration 7Q (6110.970000 sec): 3 clusters
  Score: Raw -1046484.900325 + Penalty 4401.587373 = -1042083.312952
  nChanged 189
		SP:Iteration 8Q (6110.990000 sec): 3 clusters
  Score: Raw -1046566.843985 + Penalty 4401.587373 = -1042165.256612
  nChanged 173
		SP:Iteration 9Q (6111.010000 sec): 3 clusters
  Score: Raw -1046639.756228 + Penalty 4401.587373 = -1042238.168855
  nChanged 183
		SP:Iteration 10Q (6111.040000 sec): 3 clusters
  Score: Raw -1046720.900672 + Penalty 4401.587373 = -1042319.313299
  nChanged 180
		SP:Iteration 11Q (6111.070000 sec): 3 clusters
  Score: Raw -1046809.091865 + Penalty 4401.587373 = -1042407.504492
  nChanged 191
		SP:Iteration 12Q (6111.090000 sec): 3 clusters
  Score: Raw -1046908.411966 + Penalty 4401.587373 = -1042506.824593
  nChanged 219
		SP:Iteration 13Q (6111.120000 sec): 3 clusters
  Score: Raw -1047032.316364 + Penalty 4401.587373 = -1042630.728991
  nChanged 236
		SP:Iteration 14Q (6111.140000 sec): 3 clusters
  Score: Raw -1047184.321618 + Penalty 4401.587373 = -1042782.734245
  nChanged 249
		SP:Iteration 15Q (6111.170000 sec): 3 clusters
  Score: Raw -1047357.570125 + Penalty 4401.587373 = -1042955.982752
  nChanged 240
		SP:Iteration 16Q (6111.190000 sec): 3 clusters
  Score: Raw -1047533.308350 + Penalty 4401.587373 = -1043131.720978
  nChanged 196
		SP:Iteration 17Q (6111.220000 sec): 3 clusters
  Score: Raw -1047666.135842 + Penalty 4401.587373 = -1043264.548469
  nChanged 171
		SP:Iteration 18Q (6111.240000 sec): 3 clusters
  Score: Raw -1047797.896167 + Penalty 4401.587373 = -1043396.308794
  nChanged 164
		SP:Iteration 19Q (6111.270000 sec): 3 clusters
  Score: Raw -1047930.253170 + Penalty 4401.587373 = -1043528.665797
  nChanged 117
		SP:Iteration 20F (6111.290000 sec): 3 clusters
  Score: Raw -1048010.810912 + Penalty 4401.587373 = -1043609.223539
  nChanged 61
		SP:Iteration 21Q (6111.310000 sec): 3 clusters
  Score: Raw -1048052.325687 + Penalty 4401.587373 = -1043650.738314
  nChanged 46
		SP:Iteration 22Q (6111.340000 sec): 3 clusters
  Score: Raw -1048087.927918 + Penalty 4401.587373 = -1043686.340545
  nChanged 28
		SP:Iteration 23Q (6111.360000 sec): 3 clusters
  Score: Raw -1048109.696045 + Penalty 4401.587373 = -1043708.108673
  nChanged 16
		SP:Iteration 24Q (6111.380000 sec): 3 clusters
  Score: Raw -1048124.999400 + Penalty 4401.587373 = -1043723.412027
  nChanged 8
		SP:Iteration 25Q (6111.400000 sec): 3 clusters
  Score: Raw -1048132.880117 + Penalty 4401.587373 = -1043731.292744
  nChanged 10
		SP:Iteration 26Q (6111.430000 sec): 3 clusters
  Score: Raw -1048142.012573 + Penalty 4401.587373 = -1043740.425200
  nChanged 14
		SP:Iteration 27Q (6111.450000 sec): 3 clusters
  Score: Raw -1048154.105927 + Penalty 4401.587373 = -1043752.518554
  nChanged 8
		SP:Iteration 28Q (6111.470000 sec): 3 clusters
  Score: Raw -1048160.065251 + Penalty 4401.587373 = -1043758.477878
  nChanged 5
		SP:Iteration 29Q (6111.490000 sec): 3 clusters
  Score: Raw -1048166.225614 + Penalty 4401.587373 = -1043764.638241
  nChanged 9
		SP:Iteration 30Q (6111.510000 sec): 3 clusters
  Score: Raw -1048174.868745 + Penalty 4401.587373 = -1043773.281372
  nChanged 6
		SP:Iteration 31Q (6111.530000 sec): 3 clusters
  Score: Raw -1048182.531340 + Penalty 4401.587373 = -1043780.943967
  nChanged 7
		SP:Iteration 32Q (6111.550000 sec): 3 clusters
  Score: Raw -1048191.641953 + Penalty 4401.587373 = -1043790.054580
  nChanged 5
		SP:Iteration 33Q (6111.580000 sec): 3 clusters
  Score: Raw -1048195.053316 + Penalty 4401.587373 = -1043793.465943
  nChanged 0
		SP:Iteration 34F (6111.600000 sec): 3 clusters
  Score: Raw -1048195.053316 + Penalty 4401.587373 = -1043793.465943
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7326 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6111.630000 sec): 2 clusters
  Score: Raw -1058531.145520 + Penalty 2206.997866 = -1056324.147654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6111.650000 sec): 3 clusters
  Score: Raw -1054773.204842 + Penalty 4413.995732 = -1050359.209110
  nChanged 2946
		SP:Iteration 1F (6111.680000 sec): 3 clusters
  Score: Raw -1056384.240155 + Penalty 4413.995732 = -1051970.244423
  nChanged 498
		SP:Iteration 2F (6111.710000 sec): 3 clusters
  Score: Raw -1056625.434214 + Penalty 4413.995732 = -1052211.438482
  nChanged 348
		SP:Iteration 3Q (6111.730000 sec): 3 clusters
  Score: Raw -1056778.945193 + Penalty 4413.995732 = -1052364.949461
  nChanged 278
		SP:Iteration 4Q (6111.760000 sec): 3 clusters
  Score: Raw -1056894.641936 + Penalty 4413.995732 = -1052480.646204
  nChanged 207
		SP:Iteration 5Q (6111.790000 sec): 3 clusters
  Score: Raw -1056971.797156 + Penalty 4413.995732 = -1052557.801424
  nChanged 165
		SP:Iteration 6Q (6111.810000 sec): 3 clusters
  Score: Raw -1057033.594197 + Penalty 4413.995732 = -1052619.598465
  nChanged 142
		SP:Iteration 7Q (6111.840000 sec): 3 clusters
  Score: Raw -1057088.873319 + Penalty 4413.995732 = -1052674.877587
  nChanged 134
		SP:Iteration 8Q (6111.870000 sec): 3 clusters
  Score: Raw -1057149.398743 + Penalty 4413.995732 = -1052735.403011
  nChanged 164
		SP:Iteration 9Q (6111.890000 sec): 3 clusters
  Score: Raw -1057224.486543 + Penalty 4413.995732 = -1052810.490811
  nChanged 154
		SP:Iteration 10Q (6111.920000 sec): 3 clusters
  Score: Raw -1057308.050829 + Penalty 4413.995732 = -1052894.055097
  nChanged 184
		SP:Iteration 11Q (6111.950000 sec): 3 clusters
  Score: Raw -1057407.094419 + Penalty 4413.995732 = -1052993.098687
  nChanged 201
		SP:Iteration 12Q (6111.970000 sec): 3 clusters
  Score: Raw -1057518.425832 + Penalty 4413.995732 = -1053104.430100
  nChanged 210
		SP:Iteration 13Q (6112.000000 sec): 3 clusters
  Score: Raw -1057637.102064 + Penalty 4413.995732 = -1053223.106332
  nChanged 204
		SP:Iteration 14Q (6112.030000 sec): 3 clusters
  Score: Raw -1057760.319527 + Penalty 4413.995732 = -1053346.323795
  nChanged 203
		SP:Iteration 15Q (6112.050000 sec): 3 clusters
  Score: Raw -1057870.701905 + Penalty 4413.995732 = -1053456.706174
  nChanged 177
		SP:Iteration 16Q (6112.080000 sec): 3 clusters
  Score: Raw -1057973.756827 + Penalty 4413.995732 = -1053559.761096
  nChanged 192
		SP:Iteration 17Q (6112.110000 sec): 3 clusters
  Score: Raw -1058073.325771 + Penalty 4413.995732 = -1053659.330039
  nChanged 165
		SP:Iteration 18Q (6112.130000 sec): 3 clusters
  Score: Raw -1058153.426431 + Penalty 4413.995732 = -1053739.430699
  nChanged 143
		SP:Iteration 19Q (6112.160000 sec): 3 clusters
  Score: Raw -1058230.928645 + Penalty 4413.995732 = -1053816.932913
  nChanged 138
		SP:Iteration 20F (6112.180000 sec): 3 clusters
  Score: Raw -1058288.599590 + Penalty 4413.995732 = -1053874.603858
  nChanged 114
		SP:Iteration 21Q (6112.210000 sec): 3 clusters
  Score: Raw -1058342.690319 + Penalty 4413.995732 = -1053928.694587
  nChanged 102
		SP:Iteration 22Q (6112.230000 sec): 3 clusters
  Score: Raw -1058389.808635 + Penalty 4413.995732 = -1053975.812903
  nChanged 82
		SP:Iteration 23Q (6112.260000 sec): 3 clusters
  Score: Raw -1058423.274412 + Penalty 4413.995732 = -1054009.278680
  nChanged 64
		SP:Iteration 24Q (6112.290000 sec): 3 clusters
  Score: Raw -1058446.814374 + Penalty 4413.995732 = -1054032.818642
  nChanged 52
		SP:Iteration 25Q (6112.310000 sec): 3 clusters
  Score: Raw -1058464.167309 + Penalty 4413.995732 = -1054050.171577
  nChanged 40
		SP:Iteration 26Q (6112.330000 sec): 3 clusters
  Score: Raw -1058474.184977 + Penalty 4413.995732 = -1054060.189245
  nChanged 26
		SP:Iteration 27Q (6112.360000 sec): 3 clusters
  Score: Raw -1058481.488484 + Penalty 4413.995732 = -1054067.492752
  nChanged 33
		SP:Iteration 28Q (6112.390000 sec): 3 clusters
  Score: Raw -1058490.190543 + Penalty 4413.995732 = -1054076.194811
  nChanged 38
		SP:Iteration 29Q (6112.410000 sec): 3 clusters
  Score: Raw -1058502.430732 + Penalty 4413.995732 = -1054088.435000
  nChanged 36
		SP:Iteration 30Q (6112.430000 sec): 3 clusters
  Score: Raw -1058512.986625 + Penalty 4413.995732 = -1054098.990893
  nChanged 29
		SP:Iteration 31Q (6112.460000 sec): 3 clusters
  Score: Raw -1058520.981939 + Penalty 4413.995732 = -1054106.986207
  nChanged 31
		SP:Iteration 32Q (6112.490000 sec): 3 clusters
  Score: Raw -1058530.503282 + Penalty 4413.995732 = -1054116.507550
  nChanged 27
		SP:Iteration 33Q (6112.510000 sec): 3 clusters
  Score: Raw -1058537.326198 + Penalty 4413.995732 = -1054123.330466
  nChanged 16
		SP:Iteration 34Q (6112.530000 sec): 3 clusters
  Score: Raw -1058541.882916 + Penalty 4413.995732 = -1054127.887184
  nChanged 25
		SP:Iteration 35Q (6112.560000 sec): 3 clusters
  Score: Raw -1058549.860452 + Penalty 4413.995732 = -1054135.864720
  nChanged 27
		SP:Iteration 36Q (6112.580000 sec): 3 clusters
  Score: Raw -1058557.703893 + Penalty 4413.995732 = -1054143.708161
  nChanged 19
		SP:Iteration 37Q (6112.610000 sec): 3 clusters
  Score: Raw -1058562.579034 + Penalty 4413.995732 = -1054148.583303
  nChanged 13
		SP:Iteration 38Q (6112.630000 sec): 3 clusters
  Score: Raw -1058565.691632 + Penalty 4413.995732 = -1054151.695900
  nChanged 12
		SP:Iteration 39Q (6112.660000 sec): 3 clusters
  Score: Raw -1058568.651543 + Penalty 4413.995732 = -1054154.655811
  nChanged 12
		SP:Iteration 40F (6112.690000 sec): 3 clusters
  Score: Raw -1058570.831947 + Penalty 4413.995732 = -1054156.836216
  nChanged 12
		SP:Iteration 41Q (6112.710000 sec): 3 clusters
  Score: Raw -1058573.557041 + Penalty 4413.995732 = -1054159.561309
  nChanged 12
		SP:Iteration 42Q (6112.730000 sec): 3 clusters
  Score: Raw -1058575.806760 + Penalty 4413.995732 = -1054161.811028
  nChanged 7
		SP:Iteration 43Q (6112.760000 sec): 3 clusters
  Score: Raw -1058577.316291 + Penalty 4413.995732 = -1054163.320559
  nChanged 5
		SP:Iteration 44Q (6112.780000 sec): 3 clusters
  Score: Raw -1058578.682123 + Penalty 4413.995732 = -1054164.686391
  nChanged 4
		SP:Iteration 45Q (6112.810000 sec): 3 clusters
  Score: Raw -1058579.497528 + Penalty 4413.995732 = -1054165.501796
  nChanged 6
		SP:Iteration 46Q (6112.830000 sec): 3 clusters
  Score: Raw -1058580.603486 + Penalty 4413.995732 = -1054166.607754
  nChanged 5
		SP:Iteration 47Q (6112.860000 sec): 3 clusters
  Score: Raw -1058581.696578 + Penalty 4413.995732 = -1054167.700846
  nChanged 4
		SP:Iteration 48Q (6112.880000 sec): 3 clusters
  Score: Raw -1058582.263700 + Penalty 4413.995732 = -1054168.267968
  nChanged 5
		SP:Iteration 49Q (6112.910000 sec): 3 clusters
  Score: Raw -1058582.716939 + Penalty 4413.995732 = -1054168.721207
  nChanged 3
		SP:Iteration 50Q (6112.930000 sec): 3 clusters
  Score: Raw -1058583.401106 + Penalty 4413.995732 = -1054169.405374
  nChanged 3
		SP:Iteration 51Q (6112.960000 sec): 3 clusters
  Score: Raw -1058583.768401 + Penalty 4413.995732 = -1054169.772669
  nChanged 2
		SP:Iteration 52Q (6112.980000 sec): 3 clusters
  Score: Raw -1058584.748438 + Penalty 4413.995732 = -1054170.752706
  nChanged 2
		SP:Iteration 53Q (6113.010000 sec): 3 clusters
  Score: Raw -1058585.143695 + Penalty 4413.995732 = -1054171.147963
  nChanged 1
		SP:Iteration 54Q (6113.030000 sec): 3 clusters
  Score: Raw -1058585.292485 + Penalty 4413.995732 = -1054171.296753
  nChanged 1
		SP:Iteration 55Q (6113.050000 sec): 3 clusters
  Score: Raw -1058585.435745 + Penalty 4413.995732 = -1054171.440013
  nChanged 4
		SP:Iteration 56Q (6113.080000 sec): 3 clusters
  Score: Raw -1058586.443629 + Penalty 4413.995732 = -1054172.447897
  nChanged 3
		SP:Iteration 57Q (6113.110000 sec): 3 clusters
  Score: Raw -1058587.044807 + Penalty 4413.995732 = -1054173.049076
  nChanged 3
		SP:Iteration 58Q (6113.130000 sec): 3 clusters
  Score: Raw -1058587.648168 + Penalty 4413.995732 = -1054173.652437
  nChanged 4
		SP:Iteration 59Q (6113.150000 sec): 3 clusters
  Score: Raw -1058588.161569 + Penalty 4413.995732 = -1054174.165837
  nChanged 3
		SP:Iteration 60F (6113.180000 sec): 3 clusters
  Score: Raw -1058588.740970 + Penalty 4413.995732 = -1054174.745238
  nChanged 5
		SP:Iteration 61Q (6113.210000 sec): 3 clusters
  Score: Raw -1058589.428216 + Penalty 4413.995732 = -1054175.432484
  nChanged 2
		SP:Iteration 62Q (6113.230000 sec): 3 clusters
  Score: Raw -1058589.708235 + Penalty 4413.995732 = -1054175.712503
  nChanged 5
		SP:Iteration 63Q (6113.250000 sec): 3 clusters
  Score: Raw -1058591.002370 + Penalty 4413.995732 = -1054177.006638
  nChanged 4
		SP:Iteration 64Q (6113.280000 sec): 3 clusters
  Score: Raw -1058591.875803 + Penalty 4413.995732 = -1054177.880071
  nChanged 2
		SP:Iteration 65Q (6113.300000 sec): 3 clusters
  Score: Raw -1058592.103959 + Penalty 4413.995732 = -1054178.108227
  nChanged 0
		SP:Iteration 66F (6113.330000 sec): 3 clusters
  Score: Raw -1058592.103959 + Penalty 4413.995732 = -1054178.108227
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6113.430000 sec): 2 clusters
  Score: Raw -4011803.400024 + Penalty 2531.919617 = -4009271.480406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6113.530000 sec): 3 clusters
  Score: Raw -3995577.362735 + Penalty 5063.839235 = -3990513.523501
  nChanged 12138
		SP:Iteration 1F (6113.630000 sec): 3 clusters
  Score: Raw -4002113.495928 + Penalty 5063.839235 = -3997049.656693
  nChanged 1349
		SP:Iteration 2Q (6113.730000 sec): 3 clusters
  Score: Raw -4002607.988935 + Penalty 5063.839235 = -3997544.149701
  nChanged 1350
		SP:Iteration 3Q (6113.830000 sec): 3 clusters
  Score: Raw -4003152.432969 + Penalty 5063.839235 = -3998088.593734
  nChanged 1365
		SP:Iteration 4F (6113.930000 sec): 3 clusters
  Score: Raw -4003765.932490 + Penalty 5063.839235 = -3998702.093256
  nChanged 1409
		SP:Iteration 5F (6114.030000 sec): 3 clusters
  Score: Raw -4004463.094949 + Penalty 5063.839235 = -3999399.255715
  nChanged 1487
		SP:Iteration 6F (6114.130000 sec): 3 clusters
  Score: Raw -4005271.320227 + Penalty 5063.839235 = -4000207.480993
  nChanged 1557
		SP:Iteration 7F (6114.230000 sec): 3 clusters
  Score: Raw -4006166.072857 + Penalty 5063.839235 = -4001102.233622
  nChanged 1494
		SP:Iteration 8F (6114.330000 sec): 3 clusters
  Score: Raw -4007066.330538 + Penalty 5063.839235 = -4002002.491303
  nChanged 1309
		SP:Iteration 9Q (6114.430000 sec): 3 clusters
  Score: Raw -4007915.578935 + Penalty 5063.839235 = -4002851.739700
  nChanged 1226
		SP:Iteration 10Q (6114.530000 sec): 3 clusters
  Score: Raw -4008790.737427 + Penalty 5063.839235 = -4003726.898193
  nChanged 1044
		SP:Iteration 11Q (6114.640000 sec): 3 clusters
  Score: Raw -4009587.477146 + Penalty 5063.839235 = -4004523.637911
  nChanged 860
		SP:Iteration 12Q (6114.740000 sec): 3 clusters
  Score: Raw -4010192.745527 + Penalty 5063.839235 = -4005128.906292
  nChanged 648
		SP:Iteration 13Q (6114.830000 sec): 3 clusters
  Score: Raw -4010597.475231 + Penalty 5063.839235 = -4005533.635997
  nChanged 490
		SP:Iteration 14Q (6114.930000 sec): 3 clusters
  Score: Raw -4010860.441364 + Penalty 5063.839235 = -4005796.602130
  nChanged 372
		SP:Iteration 15Q (6115.020000 sec): 3 clusters
  Score: Raw -4011026.331784 + Penalty 5063.839235 = -4005962.492550
  nChanged 288
		SP:Iteration 16Q (6115.110000 sec): 3 clusters
  Score: Raw -4011140.775166 + Penalty 5063.839235 = -4006076.935931
  nChanged 243
		SP:Iteration 17Q (6115.190000 sec): 3 clusters
  Score: Raw -4011225.808577 + Penalty 5063.839235 = -4006161.969343
  nChanged 212
		SP:Iteration 18Q (6115.280000 sec): 3 clusters
  Score: Raw -4011302.705145 + Penalty 5063.839235 = -4006238.865911
  nChanged 212
		SP:Iteration 19Q (6115.370000 sec): 3 clusters
  Score: Raw -4011383.356354 + Penalty 5063.839235 = -4006319.517119
  nChanged 215
		SP:Iteration 20F (6115.470000 sec): 3 clusters
  Score: Raw -4011466.078030 + Penalty 5063.839235 = -4006402.238795
  nChanged 229
		SP:Iteration 21Q (6115.550000 sec): 3 clusters
  Score: Raw -4011552.731124 + Penalty 5063.839235 = -4006488.891889
  nChanged 210
		SP:Iteration 22Q (6115.630000 sec): 3 clusters
  Score: Raw -4011627.852853 + Penalty 5063.839235 = -4006564.013619
  nChanged 182
		SP:Iteration 23Q (6115.710000 sec): 3 clusters
  Score: Raw -4011691.895195 + Penalty 5063.839235 = -4006628.055961
  nChanged 164
		SP:Iteration 24Q (6115.790000 sec): 3 clusters
  Score: Raw -4011748.488840 + Penalty 5063.839235 = -4006684.649606
  nChanged 139
		SP:Iteration 25Q (6115.870000 sec): 3 clusters
  Score: Raw -4011795.851852 + Penalty 5063.839235 = -4006732.012618
  nChanged 131
		SP:Iteration 26Q (6115.950000 sec): 3 clusters
  Score: Raw -4011845.928394 + Penalty 5063.839235 = -4006782.089160
  nChanged 120
		SP:Iteration 27Q (6116.030000 sec): 3 clusters
  Score: Raw -4011886.642308 + Penalty 5063.839235 = -4006822.803074
  nChanged 98
		SP:Iteration 28Q (6116.110000 sec): 3 clusters
  Score: Raw -4011917.439614 + Penalty 5063.839235 = -4006853.600379
  nChanged 81
		SP:Iteration 29Q (6116.180000 sec): 3 clusters
  Score: Raw -4011945.238261 + Penalty 5063.839235 = -4006881.399026
  nChanged 84
		SP:Iteration 30Q (6116.260000 sec): 3 clusters
  Score: Raw -4011972.579876 + Penalty 5063.839235 = -4006908.740641
  nChanged 66
		SP:Iteration 31Q (6116.330000 sec): 3 clusters
  Score: Raw -4011990.197505 + Penalty 5063.839235 = -4006926.358271
  nChanged 49
		SP:Iteration 32Q (6116.410000 sec): 3 clusters
  Score: Raw -4012004.902432 + Penalty 5063.839235 = -4006941.063197
  nChanged 40
		SP:Iteration 33Q (6116.490000 sec): 3 clusters
  Score: Raw -4012015.696580 + Penalty 5063.839235 = -4006951.857346
  nChanged 40
		SP:Iteration 34Q (6116.560000 sec): 3 clusters
  Score: Raw -4012026.265963 + Penalty 5063.839235 = -4006962.426728
  nChanged 31
		SP:Iteration 35Q (6116.640000 sec): 3 clusters
  Score: Raw -4012034.784097 + Penalty 5063.839235 = -4006970.944863
  nChanged 30
		SP:Iteration 36Q (6116.710000 sec): 3 clusters
  Score: Raw -4012044.428146 + Penalty 5063.839235 = -4006980.588912
  nChanged 40
		SP:Iteration 37Q (6116.790000 sec): 3 clusters
  Score: Raw -4012056.639869 + Penalty 5063.839235 = -4006992.800634
  nChanged 36
		SP:Iteration 38Q (6116.870000 sec): 3 clusters
  Score: Raw -4012068.038594 + Penalty 5063.839235 = -4007004.199359
  nChanged 29
		SP:Iteration 39Q (6116.940000 sec): 3 clusters
  Score: Raw -4012075.329974 + Penalty 5063.839235 = -4007011.490739
  nChanged 26
		SP:Iteration 40F (6117.040000 sec): 3 clusters
  Score: Raw -4012082.817746 + Penalty 5063.839235 = -4007018.978511
  nChanged 21
		SP:Iteration 41Q (6117.120000 sec): 3 clusters
  Score: Raw -4012088.913760 + Penalty 5063.839235 = -4007025.074525
  nChanged 25
		SP:Iteration 42Q (6117.190000 sec): 3 clusters
  Score: Raw -4012094.758363 + Penalty 5063.839235 = -4007030.919128
  nChanged 28
		SP:Iteration 43Q (6117.270000 sec): 3 clusters
  Score: Raw -4012101.570284 + Penalty 5063.839235 = -4007037.731050
  nChanged 20
		SP:Iteration 44Q (6117.340000 sec): 3 clusters
  Score: Raw -4012107.557640 + Penalty 5063.839235 = -4007043.718405
  nChanged 21
		SP:Iteration 45Q (6117.410000 sec): 3 clusters
  Score: Raw -4012114.837310 + Penalty 5063.839235 = -4007050.998075
  nChanged 26
		SP:Iteration 46Q (6117.490000 sec): 3 clusters
  Score: Raw -4012123.889378 + Penalty 5063.839235 = -4007060.050144
  nChanged 27
		SP:Iteration 47Q (6117.560000 sec): 3 clusters
  Score: Raw -4012132.634249 + Penalty 5063.839235 = -4007068.795014
  nChanged 24
		SP:Iteration 48Q (6117.640000 sec): 3 clusters
  Score: Raw -4012139.539625 + Penalty 5063.839235 = -4007075.700391
  nChanged 19
		SP:Iteration 49Q (6117.710000 sec): 3 clusters
  Score: Raw -4012144.826903 + Penalty 5063.839235 = -4007080.987669
  nChanged 19
		SP:Iteration 50Q (6117.790000 sec): 3 clusters
  Score: Raw -4012149.449872 + Penalty 5063.839235 = -4007085.610638
  nChanged 7
		SP:Iteration 51Q (6117.860000 sec): 3 clusters
  Score: Raw -4012150.772380 + Penalty 5063.839235 = -4007086.933146
  nChanged 5
		SP:Iteration 52Q (6117.930000 sec): 3 clusters
  Score: Raw -4012151.677780 + Penalty 5063.839235 = -4007087.838545
  nChanged 6
		SP:Iteration 53Q (6118.010000 sec): 3 clusters
  Score: Raw -4012153.314753 + Penalty 5063.839235 = -4007089.475518
  nChanged 5
		SP:Iteration 54Q (6118.080000 sec): 3 clusters
  Score: Raw -4012154.776655 + Penalty 5063.839235 = -4007090.937420
  nChanged 6
		SP:Iteration 55Q (6118.150000 sec): 3 clusters
  Score: Raw -4012157.713900 + Penalty 5063.839235 = -4007093.874666
  nChanged 11
		SP:Iteration 56Q (6118.230000 sec): 3 clusters
  Score: Raw -4012160.894046 + Penalty 5063.839235 = -4007097.054812
  nChanged 12
		SP:Iteration 57Q (6118.300000 sec): 3 clusters
  Score: Raw -4012164.750896 + Penalty 5063.839235 = -4007100.911662
  nChanged 17
		SP:Iteration 58Q (6118.380000 sec): 3 clusters
  Score: Raw -4012169.355222 + Penalty 5063.839235 = -4007105.515988
  nChanged 10
		SP:Iteration 59Q (6118.450000 sec): 3 clusters
  Score: Raw -4012172.187367 + Penalty 5063.839235 = -4007108.348132
  nChanged 7
		SP:Iteration 60F (6118.560000 sec): 3 clusters
  Score: Raw -4012174.467660 + Penalty 5063.839235 = -4007110.628425
  nChanged 7
		SP:Iteration 61Q (6118.630000 sec): 3 clusters
  Score: Raw -4012175.978499 + Penalty 5063.839235 = -4007112.139265
  nChanged 3
		SP:Iteration 62Q (6118.700000 sec): 3 clusters
  Score: Raw -4012176.523925 + Penalty 5063.839235 = -4007112.684691
  nChanged 5
		SP:Iteration 63Q (6118.780000 sec): 3 clusters
  Score: Raw -4012177.330564 + Penalty 5063.839235 = -4007113.491330
  nChanged 3
		SP:Iteration 64Q (6118.850000 sec): 3 clusters
  Score: Raw -4012177.820382 + Penalty 5063.839235 = -4007113.981148
  nChanged 1
		SP:Iteration 65Q (6118.930000 sec): 3 clusters
  Score: Raw -4012178.027687 + Penalty 5063.839235 = -4007114.188452
  nChanged 1
		SP:Iteration 66Q (6119.000000 sec): 3 clusters
  Score: Raw -4012178.375518 + Penalty 5063.839235 = -4007114.536283
  nChanged 2
		SP:Iteration 67Q (6119.070000 sec): 3 clusters
  Score: Raw -4012179.032840 + Penalty 5063.839235 = -4007115.193606
  nChanged 2
		SP:Iteration 68Q (6119.150000 sec): 3 clusters
  Score: Raw -4012179.746279 + Penalty 5063.839235 = -4007115.907045
  nChanged 2
		SP:Iteration 69Q (6119.220000 sec): 3 clusters
  Score: Raw -4012180.056743 + Penalty 5063.839235 = -4007116.217508
  nChanged 2
		SP:Iteration 70Q (6119.290000 sec): 3 clusters
  Score: Raw -4012180.323984 + Penalty 5063.839235 = -4007116.484749
  nChanged 0
		SP:Iteration 71F (6119.390000 sec): 3 clusters
  Score: Raw -4012180.323984 + Penalty 5063.839235 = -4007116.484749
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6119.470000 sec): 2 clusters
  Score: Raw -3327355.762257 + Penalty 2501.290992 = -3324854.471265
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6119.560000 sec): 3 clusters
  Score: Raw -3313252.432437 + Penalty 5002.581984 = -3308249.850453
  nChanged 10600
		SP:Iteration 1F (6119.650000 sec): 3 clusters
  Score: Raw -3319238.594260 + Penalty 5002.581984 = -3314236.012276
  nChanged 1389
		SP:Iteration 2F (6119.730000 sec): 3 clusters
  Score: Raw -3319887.191658 + Penalty 5002.581984 = -3314884.609673
  nChanged 1293
		SP:Iteration 3F (6119.830000 sec): 3 clusters
  Score: Raw -3320544.154269 + Penalty 5002.581984 = -3315541.572285
  nChanged 1289
		SP:Iteration 4F (6119.910000 sec): 3 clusters
  Score: Raw -3321287.597352 + Penalty 5002.581984 = -3316285.015367
  nChanged 1375
		SP:Iteration 5F (6120.000000 sec): 3 clusters
  Score: Raw -3322208.464778 + Penalty 5002.581984 = -3317205.882794
  nChanged 1424
		SP:Iteration 6F (6120.090000 sec): 3 clusters
  Score: Raw -3323216.743912 + Penalty 5002.581984 = -3318214.161927
  nChanged 1379
		SP:Iteration 7F (6120.170000 sec): 3 clusters
  Score: Raw -3324285.385150 + Penalty 5002.581984 = -3319282.803166
  nChanged 1243
		SP:Iteration 8F (6120.260000 sec): 3 clusters
  Score: Raw -3325334.584946 + Penalty 5002.581984 = -3320332.002961
  nChanged 1015
		SP:Iteration 9Q (6120.350000 sec): 3 clusters
  Score: Raw -3326267.236756 + Penalty 5002.581984 = -3321264.654771
  nChanged 689
		SP:Iteration 10Q (6120.430000 sec): 3 clusters
  Score: Raw -3326917.167191 + Penalty 5002.581984 = -3321914.585206
  nChanged 414
		SP:Iteration 11Q (6120.510000 sec): 3 clusters
  Score: Raw -3327313.014398 + Penalty 5002.581984 = -3322310.432414
  nChanged 243
		SP:Iteration 12Q (6120.580000 sec): 3 clusters
  Score: Raw -3327508.203598 + Penalty 5002.581984 = -3322505.621613
  nChanged 136
		SP:Iteration 13Q (6120.650000 sec): 3 clusters
  Score: Raw -3327610.363911 + Penalty 5002.581984 = -3322607.781927
  nChanged 91
		SP:Iteration 14Q (6120.710000 sec): 3 clusters
  Score: Raw -3327671.935464 + Penalty 5002.581984 = -3322669.353479
  nChanged 67
		SP:Iteration 15Q (6120.780000 sec): 3 clusters
  Score: Raw -3327715.837979 + Penalty 5002.581984 = -3322713.255994
  nChanged 45
		SP:Iteration 16Q (6120.840000 sec): 3 clusters
  Score: Raw -3327749.233481 + Penalty 5002.581984 = -3322746.651497
  nChanged 38
		SP:Iteration 17Q (6120.910000 sec): 3 clusters
  Score: Raw -3327778.536003 + Penalty 5002.581984 = -3322775.954019
  nChanged 28
		SP:Iteration 18Q (6120.970000 sec): 3 clusters
  Score: Raw -3327799.448769 + Penalty 5002.581984 = -3322796.866785
  nChanged 18
		SP:Iteration 19Q (6121.040000 sec): 3 clusters
  Score: Raw -3327809.807271 + Penalty 5002.581984 = -3322807.225286
  nChanged 15
		SP:Iteration 20F (6121.120000 sec): 3 clusters
  Score: Raw -3327819.832872 + Penalty 5002.581984 = -3322817.250887
  nChanged 16
		SP:Iteration 21Q (6121.190000 sec): 3 clusters
  Score: Raw -3327828.925962 + Penalty 5002.581984 = -3322826.343977
  nChanged 13
		SP:Iteration 22Q (6121.250000 sec): 3 clusters
  Score: Raw -3327834.517627 + Penalty 5002.581984 = -3322831.935642
  nChanged 8
		SP:Iteration 23Q (6121.310000 sec): 3 clusters
  Score: Raw -3327837.976869 + Penalty 5002.581984 = -3322835.394884
  nChanged 8
		SP:Iteration 24Q (6121.380000 sec): 3 clusters
  Score: Raw -3327843.856858 + Penalty 5002.581984 = -3322841.274874
  nChanged 9
		SP:Iteration 25Q (6121.440000 sec): 3 clusters
  Score: Raw -3327849.320754 + Penalty 5002.581984 = -3322846.738770
  nChanged 9
		SP:Iteration 26Q (6121.510000 sec): 3 clusters
  Score: Raw -3327853.314212 + Penalty 5002.581984 = -3322850.732228
  nChanged 5
		SP:Iteration 27Q (6121.570000 sec): 3 clusters
  Score: Raw -3327857.072402 + Penalty 5002.581984 = -3322854.490417
  nChanged 6
		SP:Iteration 28Q (6121.630000 sec): 3 clusters
  Score: Raw -3327862.961586 + Penalty 5002.581984 = -3322860.379602
  nChanged 5
		SP:Iteration 29Q (6121.700000 sec): 3 clusters
  Score: Raw -3327866.320504 + Penalty 5002.581984 = -3322863.738519
  nChanged 1
		SP:Iteration 30Q (6121.760000 sec): 3 clusters
  Score: Raw -3327866.774944 + Penalty 5002.581984 = -3322864.192960
  nChanged 1
		SP:Iteration 31Q (6121.820000 sec): 3 clusters
  Score: Raw -3327867.162606 + Penalty 5002.581984 = -3322864.580622
  nChanged 0
		SP:Iteration 32F (6121.910000 sec): 3 clusters
  Score: Raw -3327867.162606 + Penalty 5002.581984 = -3322864.580622
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6121.930000 sec): 2 clusters
  Score: Raw -493895.315700 + Penalty 2018.942818 = -491876.372882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6121.940000 sec): 3 clusters
  Score: Raw -492413.116208 + Penalty 4037.885636 = -488375.230572
  nChanged 1210
		SP:Iteration 1F (6121.950000 sec): 3 clusters
  Score: Raw -493189.851311 + Penalty 4037.885636 = -489151.965675
  nChanged 276
		SP:Iteration 2F (6121.970000 sec): 3 clusters
  Score: Raw -493418.601602 + Penalty 4037.885636 = -489380.715965
  nChanged 217
		SP:Iteration 3F (6121.980000 sec): 3 clusters
  Score: Raw -493609.873731 + Penalty 4037.885636 = -489571.988094
  nChanged 169
		SP:Iteration 4Q (6121.990000 sec): 3 clusters
  Score: Raw -493775.857248 + Penalty 4037.885636 = -489737.971611
  nChanged 168
		SP:Iteration 5Q (6122.010000 sec): 3 clusters
  Score: Raw -493958.226517 + Penalty 4037.885636 = -489920.340881
  nChanged 176
		SP:Iteration 6F (6122.020000 sec): 3 clusters
  Score: Raw -494188.752595 + Penalty 4037.885636 = -490150.866959
  nChanged 166
		SP:Iteration 7Q (6122.030000 sec): 3 clusters
  Score: Raw -494379.362782 + Penalty 4037.885636 = -490341.477146
  nChanged 124
		SP:Iteration 8Q (6122.040000 sec): 3 clusters
  Score: Raw -494524.316448 + Penalty 4037.885636 = -490486.430812
  nChanged 107
		SP:Iteration 9Q (6122.050000 sec): 3 clusters
  Score: Raw -494659.077147 + Penalty 4037.885636 = -490621.191510
  nChanged 100
		SP:Iteration 10Q (6122.070000 sec): 3 clusters
  Score: Raw -494803.256283 + Penalty 4037.885636 = -490765.370647
  nChanged 118
		SP:Iteration 11Q (6122.080000 sec): 3 clusters
  Score: Raw -494981.850625 + Penalty 4037.885636 = -490943.964988
  nChanged 116
		SP:Iteration 12Q (6122.090000 sec): 3 clusters
  Score: Raw -495149.370065 + Penalty 4037.885636 = -491111.484428
  nChanged 86
		SP:Iteration 13Q (6122.100000 sec): 3 clusters
  Score: Raw -495250.412727 + Penalty 4037.885636 = -491212.527090
  nChanged 84
		SP:Iteration 14Q (6122.110000 sec): 3 clusters
  Score: Raw -495336.883736 + Penalty 4037.885636 = -491298.998100
  nChanged 61
		SP:Iteration 15Q (6122.120000 sec): 3 clusters
  Score: Raw -495389.117768 + Penalty 4037.885636 = -491351.232132
  nChanged 54
		SP:Iteration 16Q (6122.130000 sec): 3 clusters
  Score: Raw -495430.631750 + Penalty 4037.885636 = -491392.746114
  nChanged 48
		SP:Iteration 17Q (6122.140000 sec): 3 clusters
  Score: Raw -495466.927291 + Penalty 4037.885636 = -491429.041654
  nChanged 48
		SP:Iteration 18Q (6122.150000 sec): 3 clusters
  Score: Raw -495500.255975 + Penalty 4037.885636 = -491462.370339
  nChanged 35
		SP:Iteration 19Q (6122.160000 sec): 3 clusters
  Score: Raw -495522.467478 + Penalty 4037.885636 = -491484.581841
  nChanged 28
		SP:Iteration 20F (6122.170000 sec): 3 clusters
  Score: Raw -495539.915549 + Penalty 4037.885636 = -491502.029913
  nChanged 27
		SP:Iteration 21Q (6122.190000 sec): 3 clusters
  Score: Raw -495556.696236 + Penalty 4037.885636 = -491518.810599
  nChanged 26
		SP:Iteration 22Q (6122.190000 sec): 3 clusters
  Score: Raw -495569.750241 + Penalty 4037.885636 = -491531.864605
  nChanged 15
		SP:Iteration 23Q (6122.210000 sec): 3 clusters
  Score: Raw -495574.995492 + Penalty 4037.885636 = -491537.109856
  nChanged 11
		SP:Iteration 24Q (6122.210000 sec): 3 clusters
  Score: Raw -495580.311330 + Penalty 4037.885636 = -491542.425693
  nChanged 9
		SP:Iteration 25Q (6122.230000 sec): 3 clusters
  Score: Raw -495584.130466 + Penalty 4037.885636 = -491546.244830
  nChanged 8
		SP:Iteration 26Q (6122.230000 sec): 3 clusters
  Score: Raw -495587.494411 + Penalty 4037.885636 = -491549.608774
  nChanged 4
		SP:Iteration 27Q (6122.250000 sec): 3 clusters
  Score: Raw -495588.062259 + Penalty 4037.885636 = -491550.176622
  nChanged 2
		SP:Iteration 28Q (6122.260000 sec): 3 clusters
  Score: Raw -495588.853823 + Penalty 4037.885636 = -491550.968187
  nChanged 5
		SP:Iteration 29Q (6122.270000 sec): 3 clusters
  Score: Raw -495590.900287 + Penalty 4037.885636 = -491553.014651
  nChanged 5
		SP:Iteration 30Q (6122.280000 sec): 3 clusters
  Score: Raw -495593.021256 + Penalty 4037.885636 = -491555.135620
  nChanged 4
		SP:Iteration 31Q (6122.290000 sec): 3 clusters
  Score: Raw -495595.249246 + Penalty 4037.885636 = -491557.363610
  nChanged 3
		SP:Iteration 32Q (6122.300000 sec): 3 clusters
  Score: Raw -495596.464069 + Penalty 4037.885636 = -491558.578432
  nChanged 2
		SP:Iteration 33Q (6122.310000 sec): 3 clusters
  Score: Raw -495597.189820 + Penalty 4037.885636 = -491559.304183
  nChanged 2
		SP:Iteration 34Q (6122.320000 sec): 3 clusters
  Score: Raw -495597.786656 + Penalty 4037.885636 = -491559.901019
  nChanged 1
		SP:Iteration 35Q (6122.330000 sec): 3 clusters
  Score: Raw -495597.970177 + Penalty 4037.885636 = -491560.084541
  nChanged 1
		SP:Iteration 36Q (6122.340000 sec): 3 clusters
  Score: Raw -495598.090189 + Penalty 4037.885636 = -491560.204552
  nChanged 0
		SP:Iteration 37F (6122.350000 sec): 3 clusters
  Score: Raw -495598.090189 + Penalty 4037.885636 = -491560.204552
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6122.350000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6122.360000 sec): 3 clusters
  Score: Raw -126948.035820 + Penalty 3350.283633 = -123597.752187
  nChanged 201
		SP:Iteration 1F (6122.360000 sec): 3 clusters
  Score: Raw -127195.484876 + Penalty 3350.283633 = -123845.201243
  nChanged 38
		SP:Iteration 2Q (6122.370000 sec): 3 clusters
  Score: Raw -127275.347124 + Penalty 3350.283633 = -123925.063490
  nChanged 32
		SP:Iteration 3Q (6122.370000 sec): 3 clusters
  Score: Raw -127334.115570 + Penalty 3350.283633 = -123983.831936
  nChanged 25
		SP:Iteration 4Q (6122.370000 sec): 3 clusters
  Score: Raw -127375.793814 + Penalty 3350.283633 = -124025.510181
  nChanged 9
		SP:Iteration 5Q (6122.370000 sec): 3 clusters
  Score: Raw -127389.531074 + Penalty 3350.283633 = -124039.247440
  nChanged 9
		SP:Iteration 6Q (6122.380000 sec): 3 clusters
  Score: Raw -127407.633008 + Penalty 3350.283633 = -124057.349375
  nChanged 10
		SP:Iteration 7Q (6122.380000 sec): 3 clusters
  Score: Raw -127419.041451 + Penalty 3350.283633 = -124068.757818
  nChanged 4
		SP:Iteration 8Q (6122.380000 sec): 3 clusters
  Score: Raw -127423.685976 + Penalty 3350.283633 = -124073.402343
  nChanged 3
		SP:Iteration 9Q (6122.390000 sec): 3 clusters
  Score: Raw -127427.076206 + Penalty 3350.283633 = -124076.792572
  nChanged 3
		SP:Iteration 10Q (6122.390000 sec): 3 clusters
  Score: Raw -127430.731841 + Penalty 3350.283633 = -124080.448208
  nChanged 3
		SP:Iteration 11Q (6122.390000 sec): 3 clusters
  Score: Raw -127435.819574 + Penalty 3350.283633 = -124085.535941
  nChanged 2
		SP:Iteration 12Q (6122.390000 sec): 3 clusters
  Score: Raw -127439.671705 + Penalty 3350.283633 = -124089.388071
  nChanged 2
		SP:Iteration 13Q (6122.400000 sec): 3 clusters
  Score: Raw -127441.145555 + Penalty 3350.283633 = -124090.861921
  nChanged 1
		SP:Iteration 14Q (6122.400000 sec): 3 clusters
  Score: Raw -127442.033958 + Penalty 3350.283633 = -124091.750325
  nChanged 0
		SP:Iteration 15F (6122.400000 sec): 3 clusters
  Score: Raw -127442.033958 + Penalty 3350.283633 = -124091.750325
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6122.410000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6122.410000 sec): 3 clusters
  Score: Raw -33638.118928 + Penalty 2756.186719 = -30881.932210
  nChanged 37
		SP:Iteration 1F (6122.410000 sec): 3 clusters
  Score: Raw -33759.621078 + Penalty 2756.186719 = -31003.434359
  nChanged 9
		SP:Iteration 2Q (6122.410000 sec): 3 clusters
  Score: Raw -33797.341710 + Penalty 2756.186719 = -31041.154991
  nChanged 4
		SP:Iteration 3Q (6122.410000 sec): 3 clusters
  Score: Raw -33820.702978 + Penalty 2756.186719 = -31064.516260
  nChanged 6
		SP:Iteration 4Q (6122.410000 sec): 3 clusters
  Score: Raw -33844.923068 + Penalty 2756.186719 = -31088.736349
  nChanged 4
		SP:Iteration 5Q (6122.410000 sec): 3 clusters
  Score: Raw -33852.692494 + Penalty 2756.186719 = -31096.505775
  nChanged 1
		SP:Iteration 6Q (6122.410000 sec): 3 clusters
  Score: Raw -33857.638116 + Penalty 2756.186719 = -31101.451397
  nChanged 1
		SP:Iteration 7Q (6122.410000 sec): 3 clusters
  Score: Raw -33861.262424 + Penalty 2756.186719 = -31105.075705
  nChanged 0
		SP:Iteration 8F (6122.410000 sec): 3 clusters
  Score: Raw -33861.262424 + Penalty 2756.186719 = -31105.075705
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13714 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6122.460000 sec): 2 clusters
  Score: Raw -2046937.592083 + Penalty 2362.490777 = -2044575.101306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6122.510000 sec): 3 clusters
  Score: Raw -2039165.030048 + Penalty 4724.981554 = -2034440.048494
  nChanged 5851
		SP:Iteration 1F (6122.560000 sec): 3 clusters
  Score: Raw -2042424.747410 + Penalty 4724.981554 = -2037699.765856
  nChanged 783
		SP:Iteration 2F (6122.610000 sec): 3 clusters
  Score: Raw -2042725.798994 + Penalty 4724.981554 = -2038000.817440
  nChanged 582
		SP:Iteration 3Q (6122.660000 sec): 3 clusters
  Score: Raw -2042935.468689 + Penalty 4724.981554 = -2038210.487135
  nChanged 496
		SP:Iteration 4Q (6122.710000 sec): 3 clusters
  Score: Raw -2043108.314849 + Penalty 4724.981554 = -2038383.333295
  nChanged 446
		SP:Iteration 5Q (6122.760000 sec): 3 clusters
  Score: Raw -2043244.394763 + Penalty 4724.981554 = -2038519.413209
  nChanged 383
		SP:Iteration 6Q (6122.810000 sec): 3 clusters
  Score: Raw -2043380.389673 + Penalty 4724.981554 = -2038655.408119
  nChanged 375
		SP:Iteration 7Q (6122.860000 sec): 3 clusters
  Score: Raw -2043516.994810 + Penalty 4724.981554 = -2038792.013256
  nChanged 392
		SP:Iteration 8Q (6122.910000 sec): 3 clusters
  Score: Raw -2043677.747778 + Penalty 4724.981554 = -2038952.766224
  nChanged 398
		SP:Iteration 9Q (6122.960000 sec): 3 clusters
  Score: Raw -2043844.134427 + Penalty 4724.981554 = -2039119.152873
  nChanged 450
		SP:Iteration 10Q (6123.010000 sec): 3 clusters
  Score: Raw -2044047.835651 + Penalty 4724.981554 = -2039322.854097
  nChanged 509
		SP:Iteration 11Q (6123.050000 sec): 3 clusters
  Score: Raw -2044300.954727 + Penalty 4724.981554 = -2039575.973173
  nChanged 569
		SP:Iteration 12Q (6123.110000 sec): 3 clusters
  Score: Raw -2044638.682609 + Penalty 4724.981554 = -2039913.701055
  nChanged 618
		SP:Iteration 13Q (6123.150000 sec): 3 clusters
  Score: Raw -2045029.819051 + Penalty 4724.981554 = -2040304.837497
  nChanged 591
		SP:Iteration 14Q (6123.200000 sec): 3 clusters
  Score: Raw -2045456.554955 + Penalty 4724.981554 = -2040731.573401
  nChanged 541
		SP:Iteration 15Q (6123.250000 sec): 3 clusters
  Score: Raw -2045833.263711 + Penalty 4724.981554 = -2041108.282157
  nChanged 457
		SP:Iteration 16Q (6123.300000 sec): 3 clusters
  Score: Raw -2046162.538879 + Penalty 4724.981554 = -2041437.557325
  nChanged 373
		SP:Iteration 17Q (6123.340000 sec): 3 clusters
  Score: Raw -2046435.723905 + Penalty 4724.981554 = -2041710.742351
  nChanged 281
		SP:Iteration 18Q (6123.390000 sec): 3 clusters
  Score: Raw -2046652.244528 + Penalty 4724.981554 = -2041927.262974
  nChanged 210
		SP:Iteration 19Q (6123.430000 sec): 3 clusters
  Score: Raw -2046821.292338 + Penalty 4724.981554 = -2042096.310784
  nChanged 148
		SP:Iteration 20F (6123.480000 sec): 3 clusters
  Score: Raw -2046939.849762 + Penalty 4724.981554 = -2042214.868208
  nChanged 104
		SP:Iteration 21Q (6123.520000 sec): 3 clusters
  Score: Raw -2047019.370266 + Penalty 4724.981554 = -2042294.388712
  nChanged 65
		SP:Iteration 22Q (6123.560000 sec): 3 clusters
  Score: Raw -2047071.915318 + Penalty 4724.981554 = -2042346.933764
  nChanged 58
		SP:Iteration 23Q (6123.600000 sec): 3 clusters
  Score: Raw -2047113.278898 + Penalty 4724.981554 = -2042388.297344
  nChanged 33
		SP:Iteration 24Q (6123.630000 sec): 3 clusters
  Score: Raw -2047139.448174 + Penalty 4724.981554 = -2042414.466620
  nChanged 30
		SP:Iteration 25Q (6123.670000 sec): 3 clusters
  Score: Raw -2047167.025315 + Penalty 4724.981554 = -2042442.043761
  nChanged 17
		SP:Iteration 26Q (6123.710000 sec): 3 clusters
  Score: Raw -2047182.827678 + Penalty 4724.981554 = -2042457.846124
  nChanged 23
		SP:Iteration 27Q (6123.750000 sec): 3 clusters
  Score: Raw -2047201.989114 + Penalty 4724.981554 = -2042477.007560
  nChanged 20
		SP:Iteration 28Q (6123.790000 sec): 3 clusters
  Score: Raw -2047220.150546 + Penalty 4724.981554 = -2042495.168992
  nChanged 16
		SP:Iteration 29Q (6123.820000 sec): 3 clusters
  Score: Raw -2047229.632189 + Penalty 4724.981554 = -2042504.650635
  nChanged 13
		SP:Iteration 30Q (6123.860000 sec): 3 clusters
  Score: Raw -2047236.908427 + Penalty 4724.981554 = -2042511.926873
  nChanged 4
		SP:Iteration 31Q (6123.890000 sec): 3 clusters
  Score: Raw -2047239.177171 + Penalty 4724.981554 = -2042514.195617
  nChanged 1
		SP:Iteration 32Q (6123.930000 sec): 3 clusters
  Score: Raw -2047240.579582 + Penalty 4724.981554 = -2042515.598028
  nChanged 4
		SP:Iteration 33Q (6123.970000 sec): 3 clusters
  Score: Raw -2047244.301567 + Penalty 4724.981554 = -2042519.320013
  nChanged 5
		SP:Iteration 34Q (6124.010000 sec): 3 clusters
  Score: Raw -2047249.188246 + Penalty 4724.981554 = -2042524.206692
  nChanged 2
		SP:Iteration 35Q (6124.040000 sec): 3 clusters
  Score: Raw -2047250.860379 + Penalty 4724.981554 = -2042525.878825
  nChanged 3
		SP:Iteration 36Q (6124.080000 sec): 3 clusters
  Score: Raw -2047255.382564 + Penalty 4724.981554 = -2042530.401010
  nChanged 4
		SP:Iteration 37Q (6124.110000 sec): 3 clusters
  Score: Raw -2047258.213771 + Penalty 4724.981554 = -2042533.232217
  nChanged 3
		SP:Iteration 38Q (6124.150000 sec): 3 clusters
  Score: Raw -2047260.260029 + Penalty 4724.981554 = -2042535.278475
  nChanged 6
		SP:Iteration 39Q (6124.190000 sec): 3 clusters
  Score: Raw -2047267.969718 + Penalty 4724.981554 = -2042542.988164
  nChanged 5
		SP:Iteration 40F (6124.240000 sec): 3 clusters
  Score: Raw -2047271.290810 + Penalty 4724.981554 = -2042546.309256
  nChanged 6
		SP:Iteration 41Q (6124.270000 sec): 3 clusters
  Score: Raw -2047274.997764 + Penalty 4724.981554 = -2042550.016210
  nChanged 5
		SP:Iteration 42Q (6124.310000 sec): 3 clusters
  Score: Raw -2047279.466421 + Penalty 4724.981554 = -2042554.484867
  nChanged 2
		SP:Iteration 43Q (6124.350000 sec): 3 clusters
  Score: Raw -2047280.613829 + Penalty 4724.981554 = -2042555.632275
  nChanged 0
		SP:Iteration 44F (6124.390000 sec): 3 clusters
  Score: Raw -2047280.613829 + Penalty 4724.981554 = -2042555.632275
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69755 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6124.630000 sec): 2 clusters
  Score: Raw -10200814.141916 + Penalty 2765.880607 = -10198048.261310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6124.890000 sec): 3 clusters
  Score: Raw -10156667.496323 + Penalty 5531.761213 = -10151135.735109
  nChanged 32657
		SP:Iteration 1F (6125.150000 sec): 3 clusters
  Score: Raw -10174980.251754 + Penalty 5531.761213 = -10169448.490541
  nChanged 2432
		SP:Iteration 2Q (6125.410000 sec): 3 clusters
  Score: Raw -10175554.279123 + Penalty 5531.761213 = -10170022.517910
  nChanged 2234
		SP:Iteration 3Q (6125.670000 sec): 3 clusters
  Score: Raw -10176108.928343 + Penalty 5531.761213 = -10170577.167130
  nChanged 2299
		SP:Iteration 4Q (6125.930000 sec): 3 clusters
  Score: Raw -10176762.725549 + Penalty 5531.761213 = -10171230.964335
  nChanged 2347
		SP:Iteration 5Q (6126.200000 sec): 3 clusters
  Score: Raw -10177524.427397 + Penalty 5531.761213 = -10171992.666183
  nChanged 2600
		SP:Iteration 6Q (6126.470000 sec): 3 clusters
  Score: Raw -10178528.712823 + Penalty 5531.761213 = -10172996.951610
  nChanged 2866
		SP:Iteration 7Q (6126.730000 sec): 3 clusters
  Score: Raw -10179746.702495 + Penalty 5531.761213 = -10174214.941282
  nChanged 3039
		SP:Iteration 8Q (6126.990000 sec): 3 clusters
  Score: Raw -10181198.831075 + Penalty 5531.761213 = -10175667.069862
  nChanged 3238
		SP:Iteration 9Q (6127.250000 sec): 3 clusters
  Score: Raw -10182982.145507 + Penalty 5531.761213 = -10177450.384294
  nChanged 3408
		SP:Iteration 10Q (6127.510000 sec): 3 clusters
  Score: Raw -10184917.408504 + Penalty 5531.761213 = -10179385.647291
  nChanged 3410
		SP:Iteration 11Q (6127.770000 sec): 3 clusters
  Score: Raw -10187033.868553 + Penalty 5531.761213 = -10181502.107340
  nChanged 3508
		SP:Iteration 12F (6128.030000 sec): 3 clusters
  Score: Raw -10189270.833715 + Penalty 5531.761213 = -10183739.072502
  nChanged 3584
		SP:Iteration 13F (6128.300000 sec): 3 clusters
  Score: Raw -10191645.392119 + Penalty 5531.761213 = -10186113.630906
  nChanged 3510
		SP:Iteration 14F (6128.560000 sec): 3 clusters
  Score: Raw -10194020.793652 + Penalty 5531.761213 = -10188489.032438
  nChanged 3222
		SP:Iteration 15Q (6128.800000 sec): 3 clusters
  Score: Raw -10196150.403202 + Penalty 5531.761213 = -10190618.641988
  nChanged 2517
		SP:Iteration 16Q (6129.020000 sec): 3 clusters
  Score: Raw -10197726.945627 + Penalty 5531.761213 = -10192195.184413
  nChanged 1882
		SP:Iteration 17Q (6129.240000 sec): 3 clusters
  Score: Raw -10198874.492013 + Penalty 5531.761213 = -10193342.730799
  nChanged 1328
		SP:Iteration 18Q (6129.450000 sec): 3 clusters
  Score: Raw -10199624.290725 + Penalty 5531.761213 = -10194092.529512
  nChanged 882
		SP:Iteration 19Q (6129.650000 sec): 3 clusters
  Score: Raw -10200132.679013 + Penalty 5531.761213 = -10194600.917800
  nChanged 600
		SP:Iteration 20F (6129.910000 sec): 3 clusters
  Score: Raw -10200485.920839 + Penalty 5531.761213 = -10194954.159626
  nChanged 396
		SP:Iteration 21Q (6130.110000 sec): 3 clusters
  Score: Raw -10200715.634528 + Penalty 5531.761213 = -10195183.873315
  nChanged 275
		SP:Iteration 22Q (6130.300000 sec): 3 clusters
  Score: Raw -10200875.314233 + Penalty 5531.761213 = -10195343.553020
  nChanged 177
		SP:Iteration 23Q (6130.490000 sec): 3 clusters
  Score: Raw -10200976.427606 + Penalty 5531.761213 = -10195444.666392
  nChanged 138
		SP:Iteration 24Q (6130.680000 sec): 3 clusters
  Score: Raw -10201058.056170 + Penalty 5531.761213 = -10195526.294957
  nChanged 101
		SP:Iteration 25Q (6130.860000 sec): 3 clusters
  Score: Raw -10201114.642369 + Penalty 5531.761213 = -10195582.881155
  nChanged 87
		SP:Iteration 26Q (6131.040000 sec): 3 clusters
  Score: Raw -10201159.822561 + Penalty 5531.761213 = -10195628.061348
  nChanged 62
		SP:Iteration 27Q (6131.230000 sec): 3 clusters
  Score: Raw -10201194.820259 + Penalty 5531.761213 = -10195663.059045
  nChanged 43
		SP:Iteration 28Q (6131.410000 sec): 3 clusters
  Score: Raw -10201216.356367 + Penalty 5531.761213 = -10195684.595153
  nChanged 28
		SP:Iteration 29Q (6131.590000 sec): 3 clusters
  Score: Raw -10201231.408449 + Penalty 5531.761213 = -10195699.647236
  nChanged 25
		SP:Iteration 30Q (6131.770000 sec): 3 clusters
  Score: Raw -10201244.072134 + Penalty 5531.761213 = -10195712.310921
  nChanged 18
		SP:Iteration 31Q (6131.950000 sec): 3 clusters
  Score: Raw -10201253.103383 + Penalty 5531.761213 = -10195721.342170
  nChanged 18
		SP:Iteration 32Q (6132.130000 sec): 3 clusters
  Score: Raw -10201261.687663 + Penalty 5531.761213 = -10195729.926449
  nChanged 16
		SP:Iteration 33Q (6132.310000 sec): 3 clusters
  Score: Raw -10201269.934299 + Penalty 5531.761213 = -10195738.173086
  nChanged 12
		SP:Iteration 34Q (6132.500000 sec): 3 clusters
  Score: Raw -10201276.721122 + Penalty 5531.761213 = -10195744.959909
  nChanged 10
		SP:Iteration 35Q (6132.680000 sec): 3 clusters
  Score: Raw -10201281.244970 + Penalty 5531.761213 = -10195749.483757
  nChanged 7
		SP:Iteration 36Q (6132.860000 sec): 3 clusters
  Score: Raw -10201284.049799 + Penalty 5531.761213 = -10195752.288585
  nChanged 3
		SP:Iteration 37Q (6133.040000 sec): 3 clusters
  Score: Raw -10201286.433945 + Penalty 5531.761213 = -10195754.672732
  nChanged 1
		SP:Iteration 38Q (6133.220000 sec): 3 clusters
  Score: Raw -10201286.965287 + Penalty 5531.761213 = -10195755.204073
  nChanged 2
		SP:Iteration 39Q (6133.400000 sec): 3 clusters
  Score: Raw -10201287.746057 + Penalty 5531.761213 = -10195755.984843
  nChanged 3
		SP:Iteration 40F (6133.650000 sec): 3 clusters
  Score: Raw -10201289.054897 + Penalty 5531.761213 = -10195757.293684
  nChanged 2
		SP:Iteration 41Q (6133.830000 sec): 3 clusters
  Score: Raw -10201289.857367 + Penalty 5531.761213 = -10195758.096153
  nChanged 5
		SP:Iteration 42Q (6134.010000 sec): 3 clusters
  Score: Raw -10201293.006110 + Penalty 5531.761213 = -10195761.244897
  nChanged 7
		SP:Iteration 43Q (6134.200000 sec): 3 clusters
  Score: Raw -10201296.951698 + Penalty 5531.761213 = -10195765.190485
  nChanged 5
		SP:Iteration 44Q (6134.380000 sec): 3 clusters
  Score: Raw -10201299.730139 + Penalty 5531.761213 = -10195767.968925
  nChanged 9
		SP:Iteration 45Q (6134.560000 sec): 3 clusters
  Score: Raw -10201304.691067 + Penalty 5531.761213 = -10195772.929854
  nChanged 9
		SP:Iteration 46Q (6134.740000 sec): 3 clusters
  Score: Raw -10201309.060595 + Penalty 5531.761213 = -10195777.299381
  nChanged 1
		SP:Iteration 47Q (6134.920000 sec): 3 clusters
  Score: Raw -10201309.403539 + Penalty 5531.761213 = -10195777.642326
  nChanged 4
		SP:Iteration 48Q (6135.100000 sec): 3 clusters
  Score: Raw -10201311.262325 + Penalty 5531.761213 = -10195779.501112
  nChanged 2
		SP:Iteration 49Q (6135.280000 sec): 3 clusters
  Score: Raw -10201312.555419 + Penalty 5531.761213 = -10195780.794206
  nChanged 1
		SP:Iteration 50Q (6135.460000 sec): 3 clusters
  Score: Raw -10201313.251567 + Penalty 5531.761213 = -10195781.490354
  nChanged 1
		SP:Iteration 51Q (6135.640000 sec): 3 clusters
  Score: Raw -10201313.608756 + Penalty 5531.761213 = -10195781.847542
  nChanged 0
		SP:Iteration 52F (6135.900000 sec): 3 clusters
  Score: Raw -10201313.608756 + Penalty 5531.761213 = -10195781.847542
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6135.940000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6135.950000 sec): 3 clusters
  Score: Raw -385239.402460 + Penalty 3923.652944 = -381315.749517
  nChanged 919
		SP:Iteration 1F (6135.960000 sec): 3 clusters
  Score: Raw -385827.468568 + Penalty 3923.652944 = -381903.815624
  nChanged 215
		SP:Iteration 2F (6135.970000 sec): 3 clusters
  Score: Raw -385988.943601 + Penalty 3923.652944 = -382065.290657
  nChanged 119
		SP:Iteration 3Q (6135.980000 sec): 3 clusters
  Score: Raw -386063.493424 + Penalty 3923.652944 = -382139.840481
  nChanged 71
		SP:Iteration 4Q (6135.990000 sec): 3 clusters
  Score: Raw -386104.270055 + Penalty 3923.652944 = -382180.617111
  nChanged 46
		SP:Iteration 5Q (6136.000000 sec): 3 clusters
  Score: Raw -386131.179312 + Penalty 3923.652944 = -382207.526369
  nChanged 37
		SP:Iteration 6Q (6136.010000 sec): 3 clusters
  Score: Raw -386152.832406 + Penalty 3923.652944 = -382229.179462
  nChanged 38
		SP:Iteration 7Q (6136.020000 sec): 3 clusters
  Score: Raw -386174.882372 + Penalty 3923.652944 = -382251.229428
  nChanged 26
		SP:Iteration 8Q (6136.030000 sec): 3 clusters
  Score: Raw -386186.255580 + Penalty 3923.652944 = -382262.602636
  nChanged 19
		SP:Iteration 9Q (6136.030000 sec): 3 clusters
  Score: Raw -386193.877937 + Penalty 3923.652944 = -382270.224994
  nChanged 7
		SP:Iteration 10Q (6136.050000 sec): 3 clusters
  Score: Raw -386197.339175 + Penalty 3923.652944 = -382273.686232
  nChanged 10
		SP:Iteration 11Q (6136.050000 sec): 3 clusters
  Score: Raw -386200.542710 + Penalty 3923.652944 = -382276.889767
  nChanged 6
		SP:Iteration 12Q (6136.070000 sec): 3 clusters
  Score: Raw -386203.278197 + Penalty 3923.652944 = -382279.625254
  nChanged 5
		SP:Iteration 13Q (6136.070000 sec): 3 clusters
  Score: Raw -386205.280653 + Penalty 3923.652944 = -382281.627709
  nChanged 4
		SP:Iteration 14Q (6136.090000 sec): 3 clusters
  Score: Raw -386206.760268 + Penalty 3923.652944 = -382283.107325
  nChanged 3
		SP:Iteration 15Q (6136.090000 sec): 3 clusters
  Score: Raw -386207.830851 + Penalty 3923.652944 = -382284.177907
  nChanged 2
		SP:Iteration 16Q (6136.110000 sec): 3 clusters
  Score: Raw -386208.625285 + Penalty 3923.652944 = -382284.972342
  nChanged 1
		SP:Iteration 17Q (6136.110000 sec): 3 clusters
  Score: Raw -386210.998212 + Penalty 3923.652944 = -382287.345269
  nChanged 3
		SP:Iteration 18Q (6136.130000 sec): 3 clusters
  Score: Raw -386212.060766 + Penalty 3923.652944 = -382288.407823
  nChanged 2
		SP:Iteration 19Q (6136.130000 sec): 3 clusters
  Score: Raw -386213.141562 + Penalty 3923.652944 = -382289.488618
  nChanged 2
		SP:Iteration 20F (6136.140000 sec): 3 clusters
  Score: Raw -386214.656488 + Penalty 3923.652944 = -382291.003545
  nChanged 5
		SP:Iteration 21Q (6136.150000 sec): 3 clusters
  Score: Raw -386217.394646 + Penalty 3923.652944 = -382293.741703
  nChanged 5
		SP:Iteration 22Q (6136.160000 sec): 3 clusters
  Score: Raw -386219.904182 + Penalty 3923.652944 = -382296.251239
  nChanged 2
		SP:Iteration 23Q (6136.170000 sec): 3 clusters
  Score: Raw -386220.473563 + Penalty 3923.652944 = -382296.820619
  nChanged 1
		SP:Iteration 24Q (6136.180000 sec): 3 clusters
  Score: Raw -386221.008880 + Penalty 3923.652944 = -382297.355936
  nChanged 2
		SP:Iteration 25Q (6136.190000 sec): 3 clusters
  Score: Raw -386222.566151 + Penalty 3923.652944 = -382298.913208
  nChanged 5
		SP:Iteration 26Q (6136.200000 sec): 3 clusters
  Score: Raw -386224.354829 + Penalty 3923.652944 = -382300.701886
  nChanged 1
		SP:Iteration 27Q (6136.210000 sec): 3 clusters
  Score: Raw -386224.717558 + Penalty 3923.652944 = -382301.064614
  nChanged 0
		SP:Iteration 28F (6136.220000 sec): 3 clusters
  Score: Raw -386224.717558 + Penalty 3923.652944 = -382301.064614
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6136.230000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6136.230000 sec): 3 clusters
  Score: Raw -168865.452315 + Penalty 3494.272938 = -165371.179377
  nChanged 287
		SP:Iteration 1F (6136.240000 sec): 3 clusters
  Score: Raw -169157.405127 + Penalty 3494.272938 = -165663.132189
  nChanged 74
		SP:Iteration 2F (6136.240000 sec): 3 clusters
  Score: Raw -169248.439328 + Penalty 3494.272938 = -165754.166390
  nChanged 42
		SP:Iteration 3Q (6136.250000 sec): 3 clusters
  Score: Raw -169306.428432 + Penalty 3494.272938 = -165812.155494
  nChanged 23
		SP:Iteration 4Q (6136.250000 sec): 3 clusters
  Score: Raw -169334.743646 + Penalty 3494.272938 = -165840.470708
  nChanged 11
		SP:Iteration 5Q (6136.250000 sec): 3 clusters
  Score: Raw -169346.790772 + Penalty 3494.272938 = -165852.517834
  nChanged 9
		SP:Iteration 6Q (6136.260000 sec): 3 clusters
  Score: Raw -169354.921827 + Penalty 3494.272938 = -165860.648889
  nChanged 3
		SP:Iteration 7Q (6136.260000 sec): 3 clusters
  Score: Raw -169357.793908 + Penalty 3494.272938 = -165863.520970
  nChanged 3
		SP:Iteration 8Q (6136.270000 sec): 3 clusters
  Score: Raw -169360.076210 + Penalty 3494.272938 = -165865.803271
  nChanged 1
		SP:Iteration 9Q (6136.270000 sec): 3 clusters
  Score: Raw -169360.460339 + Penalty 3494.272938 = -165866.187401
  nChanged 1
		SP:Iteration 10Q (6136.270000 sec): 3 clusters
  Score: Raw -169361.298594 + Penalty 3494.272938 = -165867.025655
  nChanged 2
		SP:Iteration 11Q (6136.280000 sec): 3 clusters
  Score: Raw -169361.999954 + Penalty 3494.272938 = -165867.727016
  nChanged 0
		SP:Iteration 12F (6136.280000 sec): 3 clusters
  Score: Raw -169361.999954 + Penalty 3494.272938 = -165867.727016
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6136.290000 sec): 2 clusters
  Score: Raw -256828.957112 + Penalty 1864.479917 = -254964.477195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6136.300000 sec): 3 clusters
  Score: Raw -256212.341505 + Penalty 3728.959834 = -252483.381671
  nChanged 598
		SP:Iteration 1F (6136.300000 sec): 3 clusters
  Score: Raw -256714.928652 + Penalty 3728.959834 = -252985.968818
  nChanged 124
		SP:Iteration 2F (6136.310000 sec): 3 clusters
  Score: Raw -256851.932478 + Penalty 3728.959834 = -253122.972644
  nChanged 76
		SP:Iteration 3Q (6136.320000 sec): 3 clusters
  Score: Raw -256928.691268 + Penalty 3728.959834 = -253199.731434
  nChanged 40
		SP:Iteration 4Q (6136.320000 sec): 3 clusters
  Score: Raw -256963.335461 + Penalty 3728.959834 = -253234.375628
  nChanged 32
		SP:Iteration 5Q (6136.330000 sec): 3 clusters
  Score: Raw -256987.874023 + Penalty 3728.959834 = -253258.914189
  nChanged 27
		SP:Iteration 6Q (6136.340000 sec): 3 clusters
  Score: Raw -257010.661283 + Penalty 3728.959834 = -253281.701449
  nChanged 21
		SP:Iteration 7Q (6136.340000 sec): 3 clusters
  Score: Raw -257082.466341 + Penalty 3728.959834 = -253353.506507
  nChanged 30
		SP:Iteration 8Q (6136.350000 sec): 3 clusters
  Score: Raw -257199.445533 + Penalty 3728.959834 = -253470.485699
  nChanged 49
		SP:Iteration 9Q (6136.350000 sec): 3 clusters
  Score: Raw -257287.904679 + Penalty 3728.959834 = -253558.944845
  nChanged 48
		SP:Iteration 10Q (6136.360000 sec): 3 clusters
  Score: Raw -257335.741138 + Penalty 3728.959834 = -253606.781305
  nChanged 38
		SP:Iteration 11Q (6136.370000 sec): 3 clusters
  Score: Raw -257373.701017 + Penalty 3728.959834 = -253644.741183
  nChanged 43
		SP:Iteration 12Q (6136.370000 sec): 3 clusters
  Score: Raw -257413.400980 + Penalty 3728.959834 = -253684.441146
  nChanged 40
		SP:Iteration 13Q (6136.380000 sec): 3 clusters
  Score: Raw -257443.259508 + Penalty 3728.959834 = -253714.299674
  nChanged 43
		SP:Iteration 14Q (6136.390000 sec): 3 clusters
  Score: Raw -257482.269726 + Penalty 3728.959834 = -253753.309892
  nChanged 36
		SP:Iteration 15Q (6136.390000 sec): 3 clusters
  Score: Raw -257510.990815 + Penalty 3728.959834 = -253782.030981
  nChanged 33
		SP:Iteration 16Q (6136.400000 sec): 3 clusters
  Score: Raw -257535.472897 + Penalty 3728.959834 = -253806.513063
  nChanged 27
		SP:Iteration 17Q (6136.400000 sec): 3 clusters
  Score: Raw -257558.750792 + Penalty 3728.959834 = -253829.790958
  nChanged 25
		SP:Iteration 18Q (6136.410000 sec): 3 clusters
  Score: Raw -257578.069450 + Penalty 3728.959834 = -253849.109616
  nChanged 21
		SP:Iteration 19Q (6136.420000 sec): 3 clusters
  Score: Raw -257594.455750 + Penalty 3728.959834 = -253865.495916
  nChanged 23
		SP:Iteration 20F (6136.420000 sec): 3 clusters
  Score: Raw -257612.627534 + Penalty 3728.959834 = -253883.667701
  nChanged 21
		SP:Iteration 21Q (6136.430000 sec): 3 clusters
  Score: Raw -257630.875050 + Penalty 3728.959834 = -253901.915216
  nChanged 22
		SP:Iteration 22Q (6136.430000 sec): 3 clusters
  Score: Raw -257647.799288 + Penalty 3728.959834 = -253918.839454
  nChanged 18
		SP:Iteration 23Q (6136.440000 sec): 3 clusters
  Score: Raw -257665.011057 + Penalty 3728.959834 = -253936.051223
  nChanged 18
		SP:Iteration 24Q (6136.450000 sec): 3 clusters
  Score: Raw -257684.030372 + Penalty 3728.959834 = -253955.070538
  nChanged 23
		SP:Iteration 25Q (6136.450000 sec): 3 clusters
  Score: Raw -257709.531332 + Penalty 3728.959834 = -253980.571498
  nChanged 23
		SP:Iteration 26Q (6136.460000 sec): 3 clusters
  Score: Raw -257729.153338 + Penalty 3728.959834 = -254000.193505
  nChanged 21
		SP:Iteration 27Q (6136.470000 sec): 3 clusters
  Score: Raw -257752.583553 + Penalty 3728.959834 = -254023.623720
  nChanged 15
		SP:Iteration 28Q (6136.470000 sec): 3 clusters
  Score: Raw -257766.203748 + Penalty 3728.959834 = -254037.243915
  nChanged 9
		SP:Iteration 29Q (6136.480000 sec): 3 clusters
  Score: Raw -257775.170359 + Penalty 3728.959834 = -254046.210526
  nChanged 10
		SP:Iteration 30Q (6136.490000 sec): 3 clusters
  Score: Raw -257784.169691 + Penalty 3728.959834 = -254055.209857
  nChanged 2
		SP:Iteration 31Q (6136.490000 sec): 3 clusters
  Score: Raw -257785.480151 + Penalty 3728.959834 = -254056.520317
  nChanged 4
		SP:Iteration 32Q (6136.500000 sec): 3 clusters
  Score: Raw -257788.764744 + Penalty 3728.959834 = -254059.804910
  nChanged 4
		SP:Iteration 33Q (6136.510000 sec): 3 clusters
  Score: Raw -257792.193787 + Penalty 3728.959834 = -254063.233953
  nChanged 5
		SP:Iteration 34Q (6136.510000 sec): 3 clusters
  Score: Raw -257795.084727 + Penalty 3728.959834 = -254066.124893
  nChanged 3
		SP:Iteration 35Q (6136.520000 sec): 3 clusters
  Score: Raw -257796.543557 + Penalty 3728.959834 = -254067.583724
  nChanged 1
		SP:Iteration 36Q (6136.530000 sec): 3 clusters
  Score: Raw -257796.771120 + Penalty 3728.959834 = -254067.811286
  nChanged 1
		SP:Iteration 37Q (6136.540000 sec): 3 clusters
  Score: Raw -257797.088002 + Penalty 3728.959834 = -254068.128169
  nChanged 0
		SP:Iteration 38F (6136.540000 sec): 3 clusters
  Score: Raw -257797.088002 + Penalty 3728.959834 = -254068.128169
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10982 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6136.580000 sec): 2 clusters
  Score: Raw -1678114.868052 + Penalty 2307.395186 = -1675807.472866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6136.620000 sec): 3 clusters
  Score: Raw -1672086.046735 + Penalty 4614.790373 = -1667471.256363
  nChanged 4584
		SP:Iteration 1F (6136.660000 sec): 3 clusters
  Score: Raw -1674592.894299 + Penalty 4614.790373 = -1669978.103926
  nChanged 695
		SP:Iteration 2F (6136.700000 sec): 3 clusters
  Score: Raw -1674908.148884 + Penalty 4614.790373 = -1670293.358512
  nChanged 535
		SP:Iteration 3Q (6136.740000 sec): 3 clusters
  Score: Raw -1675153.689302 + Penalty 4614.790373 = -1670538.898929
  nChanged 513
		SP:Iteration 4Q (6136.780000 sec): 3 clusters
  Score: Raw -1675395.827561 + Penalty 4614.790373 = -1670781.037188
  nChanged 516
		SP:Iteration 5Q (6136.820000 sec): 3 clusters
  Score: Raw -1675696.875898 + Penalty 4614.790373 = -1671082.085525
  nChanged 555
		SP:Iteration 6F (6136.860000 sec): 3 clusters
  Score: Raw -1676081.184498 + Penalty 4614.790373 = -1671466.394126
  nChanged 610
		SP:Iteration 7F (6136.900000 sec): 3 clusters
  Score: Raw -1676549.649155 + Penalty 4614.790373 = -1671934.858783
  nChanged 574
		SP:Iteration 8F (6136.940000 sec): 3 clusters
  Score: Raw -1677051.846901 + Penalty 4614.790373 = -1672437.056528
  nChanged 486
		SP:Iteration 9Q (6136.980000 sec): 3 clusters
  Score: Raw -1677479.239122 + Penalty 4614.790373 = -1672864.448749
  nChanged 342
		SP:Iteration 10Q (6137.010000 sec): 3 clusters
  Score: Raw -1677809.633055 + Penalty 4614.790373 = -1673194.842683
  nChanged 237
		SP:Iteration 11Q (6137.050000 sec): 3 clusters
  Score: Raw -1678030.355360 + Penalty 4614.790373 = -1673415.564988
  nChanged 132
		SP:Iteration 12Q (6137.080000 sec): 3 clusters
  Score: Raw -1678176.644898 + Penalty 4614.790373 = -1673561.854525
  nChanged 66
		SP:Iteration 13Q (6137.110000 sec): 3 clusters
  Score: Raw -1678252.125997 + Penalty 4614.790373 = -1673637.335624
  nChanged 44
		SP:Iteration 14Q (6137.140000 sec): 3 clusters
  Score: Raw -1678306.196410 + Penalty 4614.790373 = -1673691.406038
  nChanged 31
		SP:Iteration 15Q (6137.180000 sec): 3 clusters
  Score: Raw -1678342.531258 + Penalty 4614.790373 = -1673727.740886
  nChanged 15
		SP:Iteration 16Q (6137.200000 sec): 3 clusters
  Score: Raw -1678360.184773 + Penalty 4614.790373 = -1673745.394400
  nChanged 10
		SP:Iteration 17Q (6137.240000 sec): 3 clusters
  Score: Raw -1678370.077419 + Penalty 4614.790373 = -1673755.287047
  nChanged 2
		SP:Iteration 18Q (6137.260000 sec): 3 clusters
  Score: Raw -1678372.624046 + Penalty 4614.790373 = -1673757.833674
  nChanged 2
		SP:Iteration 19Q (6137.290000 sec): 3 clusters
  Score: Raw -1678375.376437 + Penalty 4614.790373 = -1673760.586065
  nChanged 4
		SP:Iteration 20F (6137.330000 sec): 3 clusters
  Score: Raw -1678381.694102 + Penalty 4614.790373 = -1673766.903730
  nChanged 1
		SP:Iteration 21Q (6137.360000 sec): 3 clusters
  Score: Raw -1678383.828456 + Penalty 4614.790373 = -1673769.038083
  nChanged 3
		SP:Iteration 22Q (6137.390000 sec): 3 clusters
  Score: Raw -1678386.640938 + Penalty 4614.790373 = -1673771.850565
  nChanged 2
		SP:Iteration 23Q (6137.420000 sec): 3 clusters
  Score: Raw -1678389.390267 + Penalty 4614.790373 = -1673774.599894
  nChanged 2
		SP:Iteration 24Q (6137.450000 sec): 3 clusters
  Score: Raw -1678391.896658 + Penalty 4614.790373 = -1673777.106285
  nChanged 0
		SP:Iteration 25F (6137.490000 sec): 3 clusters
  Score: Raw -1678391.896658 + Penalty 4614.790373 = -1673777.106285
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6137.540000 sec): 2 clusters
  Score: Raw -1982916.566725 + Penalty 2369.286700 = -1980547.280025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6137.580000 sec): 3 clusters
  Score: Raw -1975039.099029 + Penalty 4738.573400 = -1970300.525629
  nChanged 5933
		SP:Iteration 1F (6137.640000 sec): 3 clusters
  Score: Raw -1978238.729919 + Penalty 4738.573400 = -1973500.156519
  nChanged 911
		SP:Iteration 2F (6137.690000 sec): 3 clusters
  Score: Raw -1978648.720993 + Penalty 4738.573400 = -1973910.147593
  nChanged 723
		SP:Iteration 3F (6137.740000 sec): 3 clusters
  Score: Raw -1978955.629837 + Penalty 4738.573400 = -1974217.056437
  nChanged 664
		SP:Iteration 4Q (6137.790000 sec): 3 clusters
  Score: Raw -1979264.268856 + Penalty 4738.573400 = -1974525.695456
  nChanged 603
		SP:Iteration 5Q (6137.840000 sec): 3 clusters
  Score: Raw -1979540.617900 + Penalty 4738.573400 = -1974802.044500
  nChanged 574
		SP:Iteration 6Q (6137.890000 sec): 3 clusters
  Score: Raw -1979823.698970 + Penalty 4738.573400 = -1975085.125569
  nChanged 563
		SP:Iteration 7Q (6137.940000 sec): 3 clusters
  Score: Raw -1980115.043247 + Penalty 4738.573400 = -1975376.469846
  nChanged 514
		SP:Iteration 8Q (6137.990000 sec): 3 clusters
  Score: Raw -1980398.771537 + Penalty 4738.573400 = -1975660.198137
  nChanged 520
		SP:Iteration 9Q (6138.040000 sec): 3 clusters
  Score: Raw -1980739.745567 + Penalty 4738.573400 = -1976001.172167
  nChanged 597
		SP:Iteration 10Q (6138.100000 sec): 3 clusters
  Score: Raw -1981167.506283 + Penalty 4738.573400 = -1976428.932883
  nChanged 593
		SP:Iteration 11Q (6138.140000 sec): 3 clusters
  Score: Raw -1981603.620916 + Penalty 4738.573400 = -1976865.047516
  nChanged 552
		SP:Iteration 12Q (6138.190000 sec): 3 clusters
  Score: Raw -1981987.198239 + Penalty 4738.573400 = -1977248.624839
  nChanged 450
		SP:Iteration 13Q (6138.240000 sec): 3 clusters
  Score: Raw -1982277.034435 + Penalty 4738.573400 = -1977538.461035
  nChanged 374
		SP:Iteration 14Q (6138.290000 sec): 3 clusters
  Score: Raw -1982499.147974 + Penalty 4738.573400 = -1977760.574573
  nChanged 297
		SP:Iteration 15Q (6138.340000 sec): 3 clusters
  Score: Raw -1982669.533995 + Penalty 4738.573400 = -1977930.960595
  nChanged 266
		SP:Iteration 16Q (6138.380000 sec): 3 clusters
  Score: Raw -1982827.160134 + Penalty 4738.573400 = -1978088.586734
  nChanged 251
		SP:Iteration 17Q (6138.430000 sec): 3 clusters
  Score: Raw -1983002.017936 + Penalty 4738.573400 = -1978263.444535
  nChanged 256
		SP:Iteration 18Q (6138.470000 sec): 3 clusters
  Score: Raw -1983183.513373 + Penalty 4738.573400 = -1978444.939973
  nChanged 223
		SP:Iteration 19Q (6138.520000 sec): 3 clusters
  Score: Raw -1983349.579169 + Penalty 4738.573400 = -1978611.005769
  nChanged 198
		SP:Iteration 20F (6138.570000 sec): 3 clusters
  Score: Raw -1983517.321389 + Penalty 4738.573400 = -1978778.747989
  nChanged 202
		SP:Iteration 21Q (6138.610000 sec): 3 clusters
  Score: Raw -1983670.998889 + Penalty 4738.573400 = -1978932.425489
  nChanged 165
		SP:Iteration 22Q (6138.660000 sec): 3 clusters
  Score: Raw -1983780.784426 + Penalty 4738.573400 = -1979042.211026
  nChanged 116
		SP:Iteration 23Q (6138.700000 sec): 3 clusters
  Score: Raw -1983837.410838 + Penalty 4738.573400 = -1979098.837438
  nChanged 93
		SP:Iteration 24Q (6138.740000 sec): 3 clusters
  Score: Raw -1983873.438518 + Penalty 4738.573400 = -1979134.865118
  nChanged 67
		SP:Iteration 25Q (6138.780000 sec): 3 clusters
  Score: Raw -1983899.140626 + Penalty 4738.573400 = -1979160.567226
  nChanged 57
		SP:Iteration 26Q (6138.820000 sec): 3 clusters
  Score: Raw -1983918.637029 + Penalty 4738.573400 = -1979180.063629
  nChanged 38
		SP:Iteration 27Q (6138.860000 sec): 3 clusters
  Score: Raw -1983930.275925 + Penalty 4738.573400 = -1979191.702525
  nChanged 30
		SP:Iteration 28Q (6138.900000 sec): 3 clusters
  Score: Raw -1983936.761488 + Penalty 4738.573400 = -1979198.188087
  nChanged 16
		SP:Iteration 29Q (6138.940000 sec): 3 clusters
  Score: Raw -1983940.803403 + Penalty 4738.573400 = -1979202.230003
  nChanged 15
		SP:Iteration 30Q (6138.980000 sec): 3 clusters
  Score: Raw -1983944.247757 + Penalty 4738.573400 = -1979205.674356
  nChanged 6
		SP:Iteration 31Q (6139.020000 sec): 3 clusters
  Score: Raw -1983946.040266 + Penalty 4738.573400 = -1979207.466866
  nChanged 9
		SP:Iteration 32Q (6139.060000 sec): 3 clusters
  Score: Raw -1983948.583558 + Penalty 4738.573400 = -1979210.010158
  nChanged 7
		SP:Iteration 33Q (6139.100000 sec): 3 clusters
  Score: Raw -1983950.461117 + Penalty 4738.573400 = -1979211.887717
  nChanged 7
		SP:Iteration 34Q (6139.140000 sec): 3 clusters
  Score: Raw -1983952.216218 + Penalty 4738.573400 = -1979213.642818
  nChanged 7
		SP:Iteration 35Q (6139.180000 sec): 3 clusters
  Score: Raw -1983954.038474 + Penalty 4738.573400 = -1979215.465074
  nChanged 11
		SP:Iteration 36Q (6139.220000 sec): 3 clusters
  Score: Raw -1983957.037973 + Penalty 4738.573400 = -1979218.464573
  nChanged 4
		SP:Iteration 37Q (6139.260000 sec): 3 clusters
  Score: Raw -1983958.122558 + Penalty 4738.573400 = -1979219.549158
  nChanged 3
		SP:Iteration 38Q (6139.300000 sec): 3 clusters
  Score: Raw -1983958.904125 + Penalty 4738.573400 = -1979220.330725
  nChanged 4
		SP:Iteration 39Q (6139.350000 sec): 3 clusters
  Score: Raw -1983960.281902 + Penalty 4738.573400 = -1979221.708502
  nChanged 4
		SP:Iteration 40F (6139.400000 sec): 3 clusters
  Score: Raw -1983961.094111 + Penalty 4738.573400 = -1979222.520711
  nChanged 1
		SP:Iteration 41Q (6139.440000 sec): 3 clusters
  Score: Raw -1983961.310739 + Penalty 4738.573400 = -1979222.737339
  nChanged 1
		SP:Iteration 42Q (6139.480000 sec): 3 clusters
  Score: Raw -1983961.425907 + Penalty 4738.573400 = -1979222.852507
  nChanged 0
		SP:Iteration 43F (6139.530000 sec): 3 clusters
  Score: Raw -1983961.425907 + Penalty 4738.573400 = -1979222.852507
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6139.540000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6139.540000 sec): 3 clusters
  Score: Raw -73228.295170 + Penalty 3074.445443 = -70153.849726
  nChanged 77
		SP:Iteration 1F (6139.540000 sec): 3 clusters
  Score: Raw -73396.906994 + Penalty 3074.445443 = -70322.461551
  nChanged 23
		SP:Iteration 2Q (6139.540000 sec): 3 clusters
  Score: Raw -73450.240012 + Penalty 3074.445443 = -70375.794568
  nChanged 7
		SP:Iteration 3Q (6139.540000 sec): 3 clusters
  Score: Raw -73467.843453 + Penalty 3074.445443 = -70393.398010
  nChanged 0
		SP:Iteration 4F (6139.550000 sec): 3 clusters
  Score: Raw -73467.843453 + Penalty 3074.445443 = -70393.398010
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6139.560000 sec): 2 clusters
  Score: Raw -311489.106091 + Penalty 1906.964035 = -309582.142056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6139.560000 sec): 3 clusters
  Score: Raw -310632.275392 + Penalty 3813.928069 = -306818.347322
  nChanged 698
		SP:Iteration 1F (6139.570000 sec): 3 clusters
  Score: Raw -311149.262769 + Penalty 3813.928069 = -307335.334700
  nChanged 172
		SP:Iteration 2F (6139.580000 sec): 3 clusters
  Score: Raw -311293.977171 + Penalty 3813.928069 = -307480.049102
  nChanged 100
		SP:Iteration 3Q (6139.590000 sec): 3 clusters
  Score: Raw -311369.308850 + Penalty 3813.928069 = -307555.380781
  nChanged 54
		SP:Iteration 4Q (6139.600000 sec): 3 clusters
  Score: Raw -311420.954933 + Penalty 3813.928069 = -307607.026864
  nChanged 45
		SP:Iteration 5Q (6139.600000 sec): 3 clusters
  Score: Raw -311458.205838 + Penalty 3813.928069 = -307644.277769
  nChanged 51
		SP:Iteration 6Q (6139.610000 sec): 3 clusters
  Score: Raw -311493.979406 + Penalty 3813.928069 = -307680.051337
  nChanged 36
		SP:Iteration 7Q (6139.620000 sec): 3 clusters
  Score: Raw -311519.137883 + Penalty 3813.928069 = -307705.209814
  nChanged 34
		SP:Iteration 8Q (6139.630000 sec): 3 clusters
  Score: Raw -311547.057429 + Penalty 3813.928069 = -307733.129360
  nChanged 31
		SP:Iteration 9Q (6139.640000 sec): 3 clusters
  Score: Raw -311568.477937 + Penalty 3813.928069 = -307754.549867
  nChanged 24
		SP:Iteration 10Q (6139.640000 sec): 3 clusters
  Score: Raw -311586.449302 + Penalty 3813.928069 = -307772.521233
  nChanged 21
		SP:Iteration 11Q (6139.650000 sec): 3 clusters
  Score: Raw -311600.043255 + Penalty 3813.928069 = -307786.115185
  nChanged 14
		SP:Iteration 12Q (6139.660000 sec): 3 clusters
  Score: Raw -311610.635734 + Penalty 3813.928069 = -307796.707665
  nChanged 16
		SP:Iteration 13Q (6139.670000 sec): 3 clusters
  Score: Raw -311621.339097 + Penalty 3813.928069 = -307807.411028
  nChanged 9
		SP:Iteration 14Q (6139.680000 sec): 3 clusters
  Score: Raw -311627.268888 + Penalty 3813.928069 = -307813.340819
  nChanged 7
		SP:Iteration 15Q (6139.680000 sec): 3 clusters
  Score: Raw -311632.001267 + Penalty 3813.928069 = -307818.073198
  nChanged 9
		SP:Iteration 16Q (6139.690000 sec): 3 clusters
  Score: Raw -311638.534626 + Penalty 3813.928069 = -307824.606557
  nChanged 4
		SP:Iteration 17Q (6139.700000 sec): 3 clusters
  Score: Raw -311640.500436 + Penalty 3813.928069 = -307826.572367
  nChanged 3
		SP:Iteration 18Q (6139.710000 sec): 3 clusters
  Score: Raw -311642.898421 + Penalty 3813.928069 = -307828.970351
  nChanged 8
		SP:Iteration 19Q (6139.710000 sec): 3 clusters
  Score: Raw -311647.220765 + Penalty 3813.928069 = -307833.292696
  nChanged 8
		SP:Iteration 20F (6139.720000 sec): 3 clusters
  Score: Raw -311651.493298 + Penalty 3813.928069 = -307837.565229
  nChanged 6
		SP:Iteration 21Q (6139.730000 sec): 3 clusters
  Score: Raw -311654.539265 + Penalty 3813.928069 = -307840.611196
  nChanged 3
		SP:Iteration 22Q (6139.740000 sec): 3 clusters
  Score: Raw -311656.429103 + Penalty 3813.928069 = -307842.501034
  nChanged 3
		SP:Iteration 23Q (6139.740000 sec): 3 clusters
  Score: Raw -311657.712982 + Penalty 3813.928069 = -307843.784912
  nChanged 2
		SP:Iteration 24Q (6139.750000 sec): 3 clusters
  Score: Raw -311658.726485 + Penalty 3813.928069 = -307844.798416
  nChanged 3
		SP:Iteration 25Q (6139.760000 sec): 3 clusters
  Score: Raw -311660.051641 + Penalty 3813.928069 = -307846.123572
  nChanged 3
		SP:Iteration 26Q (6139.770000 sec): 3 clusters
  Score: Raw -311661.513074 + Penalty 3813.928069 = -307847.585005
  nChanged 2
		SP:Iteration 27Q (6139.780000 sec): 3 clusters
  Score: Raw -311662.232468 + Penalty 3813.928069 = -307848.304398
  nChanged 0
		SP:Iteration 28F (6139.780000 sec): 3 clusters
  Score: Raw -311662.232468 + Penalty 3813.928069 = -307848.304398
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6139.890000 sec): 2 clusters
  Score: Raw -4609956.300480 + Penalty 2569.215725 = -4607387.084755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6140.010000 sec): 3 clusters
  Score: Raw -4590736.269221 + Penalty 5138.431450 = -4585597.837770
  nChanged 14289
		SP:Iteration 1F (6140.120000 sec): 3 clusters
  Score: Raw -4598736.633875 + Penalty 5138.431450 = -4593598.202425
  nChanged 1623
		SP:Iteration 2F (6140.240000 sec): 3 clusters
  Score: Raw -4599469.532734 + Penalty 5138.431450 = -4594331.101284
  nChanged 1631
		SP:Iteration 3F (6140.360000 sec): 3 clusters
  Score: Raw -4600428.624003 + Penalty 5138.431450 = -4595290.192552
  nChanged 1756
		SP:Iteration 4F (6140.470000 sec): 3 clusters
  Score: Raw -4601525.433761 + Penalty 5138.431450 = -4596387.002310
  nChanged 1841
		SP:Iteration 5F (6140.590000 sec): 3 clusters
  Score: Raw -4602621.522285 + Penalty 5138.431450 = -4597483.090834
  nChanged 1780
		SP:Iteration 6F (6140.710000 sec): 3 clusters
  Score: Raw -4603546.382146 + Penalty 5138.431450 = -4598407.950696
  nChanged 1687
		SP:Iteration 7F (6140.830000 sec): 3 clusters
  Score: Raw -4604322.886341 + Penalty 5138.431450 = -4599184.454890
  nChanged 1444
		SP:Iteration 8Q (6140.950000 sec): 3 clusters
  Score: Raw -4604889.543571 + Penalty 5138.431450 = -4599751.112121
  nChanged 1217
		SP:Iteration 9Q (6141.060000 sec): 3 clusters
  Score: Raw -4605364.396417 + Penalty 5138.431450 = -4600225.964966
  nChanged 1031
		SP:Iteration 10Q (6141.190000 sec): 3 clusters
  Score: Raw -4605765.026978 + Penalty 5138.431450 = -4600626.595528
  nChanged 879
		SP:Iteration 11Q (6141.310000 sec): 3 clusters
  Score: Raw -4606098.095004 + Penalty 5138.431450 = -4600959.663554
  nChanged 763
		SP:Iteration 12Q (6141.430000 sec): 3 clusters
  Score: Raw -4606417.703542 + Penalty 5138.431450 = -4601279.272091
  nChanged 675
		SP:Iteration 13Q (6141.540000 sec): 3 clusters
  Score: Raw -4606686.457807 + Penalty 5138.431450 = -4601548.026356
  nChanged 609
		SP:Iteration 14Q (6141.660000 sec): 3 clusters
  Score: Raw -4606906.320565 + Penalty 5138.431450 = -4601767.889115
  nChanged 531
		SP:Iteration 15Q (6141.770000 sec): 3 clusters
  Score: Raw -4607078.370763 + Penalty 5138.431450 = -4601939.939313
  nChanged 514
		SP:Iteration 16Q (6141.890000 sec): 3 clusters
  Score: Raw -4607238.268059 + Penalty 5138.431450 = -4602099.836609
  nChanged 506
		SP:Iteration 17Q (6142.000000 sec): 3 clusters
  Score: Raw -4607402.049624 + Penalty 5138.431450 = -4602263.618174
  nChanged 525
		SP:Iteration 18Q (6142.120000 sec): 3 clusters
  Score: Raw -4607574.869777 + Penalty 5138.431450 = -4602436.438326
  nChanged 509
		SP:Iteration 19Q (6142.230000 sec): 3 clusters
  Score: Raw -4607740.393073 + Penalty 5138.431450 = -4602601.961623
  nChanged 510
		SP:Iteration 20F (6142.350000 sec): 3 clusters
  Score: Raw -4607907.884152 + Penalty 5138.431450 = -4602769.452702
  nChanged 504
		SP:Iteration 21Q (6142.470000 sec): 3 clusters
  Score: Raw -4608080.719805 + Penalty 5138.431450 = -4602942.288355
  nChanged 527
		SP:Iteration 22Q (6142.580000 sec): 3 clusters
  Score: Raw -4608302.526222 + Penalty 5138.431450 = -4603164.094771
  nChanged 557
		SP:Iteration 23Q (6142.690000 sec): 3 clusters
  Score: Raw -4608579.183019 + Penalty 5138.431450 = -4603440.751569
  nChanged 549
		SP:Iteration 24Q (6142.810000 sec): 3 clusters
  Score: Raw -4608994.151204 + Penalty 5138.431450 = -4603855.719754
  nChanged 528
		SP:Iteration 25Q (6142.930000 sec): 3 clusters
  Score: Raw -4609647.449496 + Penalty 5138.431450 = -4604509.018045
  nChanged 497
		SP:Iteration 26Q (6143.030000 sec): 3 clusters
  Score: Raw -4610180.593010 + Penalty 5138.431450 = -4605042.161560
  nChanged 421
		SP:Iteration 27Q (6143.140000 sec): 3 clusters
  Score: Raw -4610427.796515 + Penalty 5138.431450 = -4605289.365065
  nChanged 322
		SP:Iteration 28Q (6143.230000 sec): 3 clusters
  Score: Raw -4610579.694681 + Penalty 5138.431450 = -4605441.263231
  nChanged 254
		SP:Iteration 29Q (6143.330000 sec): 3 clusters
  Score: Raw -4610674.674654 + Penalty 5138.431450 = -4605536.243204
  nChanged 198
		SP:Iteration 30Q (6143.430000 sec): 3 clusters
  Score: Raw -4610739.548633 + Penalty 5138.431450 = -4605601.117182
  nChanged 167
		SP:Iteration 31Q (6143.520000 sec): 3 clusters
  Score: Raw -4610793.338334 + Penalty 5138.431450 = -4605654.906883
  nChanged 131
		SP:Iteration 32Q (6143.610000 sec): 3 clusters
  Score: Raw -4610834.476294 + Penalty 5138.431450 = -4605696.044844
  nChanged 118
		SP:Iteration 33Q (6143.700000 sec): 3 clusters
  Score: Raw -4610866.350207 + Penalty 5138.431450 = -4605727.918757
  nChanged 93
		SP:Iteration 34Q (6143.790000 sec): 3 clusters
  Score: Raw -4610885.982090 + Penalty 5138.431450 = -4605747.550639
  nChanged 68
		SP:Iteration 35Q (6143.880000 sec): 3 clusters
  Score: Raw -4610900.379479 + Penalty 5138.431450 = -4605761.948029
  nChanged 65
		SP:Iteration 36Q (6143.970000 sec): 3 clusters
  Score: Raw -4610914.320099 + Penalty 5138.431450 = -4605775.888649
  nChanged 48
		SP:Iteration 37Q (6144.060000 sec): 3 clusters
  Score: Raw -4610922.972590 + Penalty 5138.431450 = -4605784.541140
  nChanged 43
		SP:Iteration 38Q (6144.150000 sec): 3 clusters
  Score: Raw -4610931.082801 + Penalty 5138.431450 = -4605792.651351
  nChanged 40
		SP:Iteration 39Q (6144.240000 sec): 3 clusters
  Score: Raw -4610936.968660 + Penalty 5138.431450 = -4605798.537209
  nChanged 28
		SP:Iteration 40F (6144.360000 sec): 3 clusters
  Score: Raw -4610940.897680 + Penalty 5138.431450 = -4605802.466230
  nChanged 15
		SP:Iteration 41Q (6144.450000 sec): 3 clusters
  Score: Raw -4610942.659269 + Penalty 5138.431450 = -4605804.227819
  nChanged 19
		SP:Iteration 42Q (6144.530000 sec): 3 clusters
  Score: Raw -4610945.774284 + Penalty 5138.431450 = -4605807.342834
  nChanged 21
		SP:Iteration 43Q (6144.630000 sec): 3 clusters
  Score: Raw -4610948.802869 + Penalty 5138.431450 = -4605810.371418
  nChanged 14
		SP:Iteration 44Q (6144.720000 sec): 3 clusters
  Score: Raw -4610950.898219 + Penalty 5138.431450 = -4605812.466768
  nChanged 13
		SP:Iteration 45Q (6144.810000 sec): 3 clusters
  Score: Raw -4610953.320342 + Penalty 5138.431450 = -4605814.888892
  nChanged 17
		SP:Iteration 46Q (6144.900000 sec): 3 clusters
  Score: Raw -4610956.190403 + Penalty 5138.431450 = -4605817.758953
  nChanged 17
		SP:Iteration 47Q (6144.990000 sec): 3 clusters
  Score: Raw -4610958.635425 + Penalty 5138.431450 = -4605820.203974
  nChanged 12
		SP:Iteration 48Q (6145.070000 sec): 3 clusters
  Score: Raw -4610960.692645 + Penalty 5138.431450 = -4605822.261195
  nChanged 12
		SP:Iteration 49Q (6145.170000 sec): 3 clusters
  Score: Raw -4610962.871174 + Penalty 5138.431450 = -4605824.439724
  nChanged 13
		SP:Iteration 50Q (6145.250000 sec): 3 clusters
  Score: Raw -4610964.864558 + Penalty 5138.431450 = -4605826.433107
  nChanged 11
		SP:Iteration 51Q (6145.350000 sec): 3 clusters
  Score: Raw -4610966.279815 + Penalty 5138.431450 = -4605827.848364
  nChanged 12
		SP:Iteration 52Q (6145.430000 sec): 3 clusters
  Score: Raw -4610968.218808 + Penalty 5138.431450 = -4605829.787358
  nChanged 8
		SP:Iteration 53Q (6145.520000 sec): 3 clusters
  Score: Raw -4610969.086698 + Penalty 5138.431450 = -4605830.655248
  nChanged 8
		SP:Iteration 54Q (6145.610000 sec): 3 clusters
  Score: Raw -4610970.155724 + Penalty 5138.431450 = -4605831.724274
  nChanged 13
		SP:Iteration 55Q (6145.700000 sec): 3 clusters
  Score: Raw -4610972.050076 + Penalty 5138.431450 = -4605833.618625
  nChanged 12
		SP:Iteration 56Q (6145.790000 sec): 3 clusters
  Score: Raw -4610974.028909 + Penalty 5138.431450 = -4605835.597458
  nChanged 13
		SP:Iteration 57Q (6145.880000 sec): 3 clusters
  Score: Raw -4610976.019182 + Penalty 5138.431450 = -4605837.587731
  nChanged 10
		SP:Iteration 58Q (6145.970000 sec): 3 clusters
  Score: Raw -4610976.966267 + Penalty 5138.431450 = -4605838.534816
  nChanged 7
		SP:Iteration 59Q (6146.060000 sec): 3 clusters
  Score: Raw -4610978.380306 + Penalty 5138.431450 = -4605839.948855
  nChanged 5
		SP:Iteration 60F (6146.180000 sec): 3 clusters
  Score: Raw -4610979.178492 + Penalty 5138.431450 = -4605840.747041
  nChanged 2
		SP:Iteration 61Q (6146.270000 sec): 3 clusters
  Score: Raw -4610979.520312 + Penalty 5138.431450 = -4605841.088861
  nChanged 3
		SP:Iteration 62Q (6146.350000 sec): 3 clusters
  Score: Raw -4610980.152672 + Penalty 5138.431450 = -4605841.721221
  nChanged 4
		SP:Iteration 63Q (6146.440000 sec): 3 clusters
  Score: Raw -4610980.616572 + Penalty 5138.431450 = -4605842.185122
  nChanged 0
		SP:Iteration 64F (6146.560000 sec): 3 clusters
  Score: Raw -4610980.616572 + Penalty 5138.431450 = -4605842.185122
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6146.880000 sec): 2 clusters
  Score: Raw -14358984.401597 + Penalty 2852.096023 = -14356132.305574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6147.250000 sec): 3 clusters
  Score: Raw -14295541.318803 + Penalty 5704.192045 = -14289837.126757
  nChanged 46632
		SP:Iteration 1F (6147.620000 sec): 3 clusters
  Score: Raw -14322168.193453 + Penalty 5704.192045 = -14316464.001407
  nChanged 3316
		SP:Iteration 2Q (6147.990000 sec): 3 clusters
  Score: Raw -14323020.240922 + Penalty 5704.192045 = -14317316.048877
  nChanged 3706
		SP:Iteration 3Q (6148.370000 sec): 3 clusters
  Score: Raw -14324241.102240 + Penalty 5704.192045 = -14318536.910194
  nChanged 4661
		SP:Iteration 4Q (6148.740000 sec): 3 clusters
  Score: Raw -14326264.477993 + Penalty 5704.192045 = -14320560.285948
  nChanged 5926
		SP:Iteration 5F (6149.110000 sec): 3 clusters
  Score: Raw -14329647.425954 + Penalty 5704.192045 = -14323943.233909
  nChanged 7268
		SP:Iteration 6F (6149.470000 sec): 3 clusters
  Score: Raw -14334676.928272 + Penalty 5704.192045 = -14328972.736227
  nChanged 7798
		SP:Iteration 7F (6149.840000 sec): 3 clusters
  Score: Raw -14340749.062624 + Penalty 5704.192045 = -14335044.870579
  nChanged 7055
		SP:Iteration 8F (6150.200000 sec): 3 clusters
  Score: Raw -14346598.123043 + Penalty 5704.192045 = -14340893.930997
  nChanged 5590
		SP:Iteration 9F (6150.570000 sec): 3 clusters
  Score: Raw -14351303.870554 + Penalty 5704.192045 = -14345599.678509
  nChanged 3941
		SP:Iteration 10Q (6150.930000 sec): 3 clusters
  Score: Raw -14354640.233301 + Penalty 5704.192045 = -14348936.041255
  nChanged 2628
		SP:Iteration 11Q (6151.270000 sec): 3 clusters
  Score: Raw -14356758.788408 + Penalty 5704.192045 = -14351054.596363
  nChanged 1597
		SP:Iteration 12Q (6151.590000 sec): 3 clusters
  Score: Raw -14357962.324079 + Penalty 5704.192045 = -14352258.132034
  nChanged 991
		SP:Iteration 13Q (6151.890000 sec): 3 clusters
  Score: Raw -14358642.488213 + Penalty 5704.192045 = -14352938.296168
  nChanged 602
		SP:Iteration 14Q (6152.170000 sec): 3 clusters
  Score: Raw -14359021.354807 + Penalty 5704.192045 = -14353317.162762
  nChanged 392
		SP:Iteration 15Q (6152.450000 sec): 3 clusters
  Score: Raw -14359259.644534 + Penalty 5704.192045 = -14353555.452489
  nChanged 270
		SP:Iteration 16Q (6152.720000 sec): 3 clusters
  Score: Raw -14359411.472970 + Penalty 5704.192045 = -14353707.280925
  nChanged 167
		SP:Iteration 17Q (6152.980000 sec): 3 clusters
  Score: Raw -14359491.548245 + Penalty 5704.192045 = -14353787.356199
  nChanged 127
		SP:Iteration 18Q (6153.250000 sec): 3 clusters
  Score: Raw -14359552.601993 + Penalty 5704.192045 = -14353848.409948
  nChanged 87
		SP:Iteration 19Q (6153.510000 sec): 3 clusters
  Score: Raw -14359596.749384 + Penalty 5704.192045 = -14353892.557338
  nChanged 75
		SP:Iteration 20F (6153.870000 sec): 3 clusters
  Score: Raw -14359632.983095 + Penalty 5704.192045 = -14353928.791050
  nChanged 43
		SP:Iteration 21Q (6154.140000 sec): 3 clusters
  Score: Raw -14359651.111886 + Penalty 5704.192045 = -14353946.919841
  nChanged 35
		SP:Iteration 22Q (6154.400000 sec): 3 clusters
  Score: Raw -14359667.146273 + Penalty 5704.192045 = -14353962.954228
  nChanged 30
		SP:Iteration 23Q (6154.660000 sec): 3 clusters
  Score: Raw -14359680.252139 + Penalty 5704.192045 = -14353976.060093
  nChanged 28
		SP:Iteration 24Q (6154.920000 sec): 3 clusters
  Score: Raw -14359692.872795 + Penalty 5704.192045 = -14353988.680749
  nChanged 21
		SP:Iteration 25Q (6155.180000 sec): 3 clusters
  Score: Raw -14359702.954180 + Penalty 5704.192045 = -14353998.762135
  nChanged 22
		SP:Iteration 26Q (6155.440000 sec): 3 clusters
  Score: Raw -14359709.777540 + Penalty 5704.192045 = -14354005.585494
  nChanged 18
		SP:Iteration 27Q (6155.700000 sec): 3 clusters
  Score: Raw -14359715.645779 + Penalty 5704.192045 = -14354011.453734
  nChanged 9
		SP:Iteration 28Q (6155.960000 sec): 3 clusters
  Score: Raw -14359719.155745 + Penalty 5704.192045 = -14354014.963699
  nChanged 6
		SP:Iteration 29Q (6156.220000 sec): 3 clusters
  Score: Raw -14359720.797563 + Penalty 5704.192045 = -14354016.605517
  nChanged 8
		SP:Iteration 30Q (6156.470000 sec): 3 clusters
  Score: Raw -14359722.465552 + Penalty 5704.192045 = -14354018.273507
  nChanged 4
		SP:Iteration 31Q (6156.730000 sec): 3 clusters
  Score: Raw -14359724.041370 + Penalty 5704.192045 = -14354019.849324
  nChanged 7
		SP:Iteration 32Q (6156.990000 sec): 3 clusters
  Score: Raw -14359726.278569 + Penalty 5704.192045 = -14354022.086524
  nChanged 7
		SP:Iteration 33Q (6157.250000 sec): 3 clusters
  Score: Raw -14359728.630977 + Penalty 5704.192045 = -14354024.438932
  nChanged 6
		SP:Iteration 34Q (6157.500000 sec): 3 clusters
  Score: Raw -14359730.446365 + Penalty 5704.192045 = -14354026.254320
  nChanged 5
		SP:Iteration 35Q (6157.760000 sec): 3 clusters
  Score: Raw -14359731.970035 + Penalty 5704.192045 = -14354027.777990
  nChanged 4
		SP:Iteration 36Q (6158.020000 sec): 3 clusters
  Score: Raw -14359733.096226 + Penalty 5704.192045 = -14354028.904181
  nChanged 3
		SP:Iteration 37Q (6158.280000 sec): 3 clusters
  Score: Raw -14359734.488074 + Penalty 5704.192045 = -14354030.296028
  nChanged 4
		SP:Iteration 38Q (6158.540000 sec): 3 clusters
  Score: Raw -14359735.506073 + Penalty 5704.192045 = -14354031.314028
  nChanged 2
		SP:Iteration 39Q (6158.800000 sec): 3 clusters
  Score: Raw -14359735.885172 + Penalty 5704.192045 = -14354031.693126
  nChanged 1
		SP:Iteration 40F (6159.150000 sec): 3 clusters
  Score: Raw -14359736.346249 + Penalty 5704.192045 = -14354032.154204
  nChanged 1
		SP:Iteration 41Q (6159.410000 sec): 3 clusters
  Score: Raw -14359736.452177 + Penalty 5704.192045 = -14354032.260132
  nChanged 0
		SP:Iteration 42F (6159.770000 sec): 3 clusters
  Score: Raw -14359736.452177 + Penalty 5704.192045 = -14354032.260132
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (35958 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6159.900000 sec): 2 clusters
  Score: Raw -5574860.925316 + Penalty 2601.546504 = -5572259.378813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6160.040000 sec): 3 clusters
  Score: Raw -5553046.410932 + Penalty 5203.093007 = -5547843.317924
  nChanged 16210
		SP:Iteration 1F (6160.170000 sec): 3 clusters
  Score: Raw -5561834.573737 + Penalty 5203.093007 = -5556631.480730
  nChanged 1582
		SP:Iteration 2Q (6160.310000 sec): 3 clusters
  Score: Raw -5562330.128823 + Penalty 5203.093007 = -5557127.035816
  nChanged 1506
		SP:Iteration 3Q (6160.440000 sec): 3 clusters
  Score: Raw -5562830.112653 + Penalty 5203.093007 = -5557627.019645
  nChanged 1510
		SP:Iteration 4Q (6160.580000 sec): 3 clusters
  Score: Raw -5563341.323338 + Penalty 5203.093007 = -5558138.230331
  nChanged 1529
		SP:Iteration 5Q (6160.720000 sec): 3 clusters
  Score: Raw -5563936.910547 + Penalty 5203.093007 = -5558733.817539
  nChanged 1684
		SP:Iteration 6Q (6160.850000 sec): 3 clusters
  Score: Raw -5564749.981586 + Penalty 5203.093007 = -5559546.888579
  nChanged 2009
		SP:Iteration 7F (6160.980000 sec): 3 clusters
  Score: Raw -5565932.799465 + Penalty 5203.093007 = -5560729.706457
  nChanged 2346
		SP:Iteration 8F (6161.120000 sec): 3 clusters
  Score: Raw -5567664.837470 + Penalty 5203.093007 = -5562461.744462
  nChanged 2646
		SP:Iteration 9F (6161.250000 sec): 3 clusters
  Score: Raw -5569867.293126 + Penalty 5203.093007 = -5564664.200118
  nChanged 2261
		SP:Iteration 10F (6161.380000 sec): 3 clusters
  Score: Raw -5571824.023278 + Penalty 5203.093007 = -5566620.930271
  nChanged 1709
		SP:Iteration 11Q (6161.510000 sec): 3 clusters
  Score: Raw -5573323.739958 + Penalty 5203.093007 = -5568120.646950
  nChanged 1049
		SP:Iteration 12Q (6161.630000 sec): 3 clusters
  Score: Raw -5574208.938347 + Penalty 5203.093007 = -5569005.845340
  nChanged 551
		SP:Iteration 13Q (6161.740000 sec): 3 clusters
  Score: Raw -5574657.426664 + Penalty 5203.093007 = -5569454.333656
  nChanged 298
		SP:Iteration 14Q (6161.850000 sec): 3 clusters
  Score: Raw -5574903.750802 + Penalty 5203.093007 = -5569700.657794
  nChanged 171
		SP:Iteration 15Q (6161.960000 sec): 3 clusters
  Score: Raw -5575036.661835 + Penalty 5203.093007 = -5569833.568828
  nChanged 96
		SP:Iteration 16Q (6162.060000 sec): 3 clusters
  Score: Raw -5575105.966797 + Penalty 5203.093007 = -5569902.873789
  nChanged 41
		SP:Iteration 17Q (6162.160000 sec): 3 clusters
  Score: Raw -5575141.276316 + Penalty 5203.093007 = -5569938.183309
  nChanged 35
		SP:Iteration 18Q (6162.250000 sec): 3 clusters
  Score: Raw -5575173.873073 + Penalty 5203.093007 = -5569970.780066
  nChanged 31
		SP:Iteration 19Q (6162.350000 sec): 3 clusters
  Score: Raw -5575204.337619 + Penalty 5203.093007 = -5570001.244612
  nChanged 19
		SP:Iteration 20F (6162.480000 sec): 3 clusters
  Score: Raw -5575221.425043 + Penalty 5203.093007 = -5570018.332035
  nChanged 16
		SP:Iteration 21Q (6162.580000 sec): 3 clusters
  Score: Raw -5575234.438600 + Penalty 5203.093007 = -5570031.345593
  nChanged 13
		SP:Iteration 22Q (6162.670000 sec): 3 clusters
  Score: Raw -5575245.749999 + Penalty 5203.093007 = -5570042.656992
  nChanged 8
		SP:Iteration 23Q (6162.770000 sec): 3 clusters
  Score: Raw -5575252.869047 + Penalty 5203.093007 = -5570049.776040
  nChanged 7
		SP:Iteration 24Q (6162.860000 sec): 3 clusters
  Score: Raw -5575257.872443 + Penalty 5203.093007 = -5570054.779436
  nChanged 2
		SP:Iteration 25Q (6162.960000 sec): 3 clusters
  Score: Raw -5575259.244509 + Penalty 5203.093007 = -5570056.151502
  nChanged 1
		SP:Iteration 26Q (6163.060000 sec): 3 clusters
  Score: Raw -5575259.850822 + Penalty 5203.093007 = -5570056.757814
  nChanged 0
		SP:Iteration 27F (6163.180000 sec): 3 clusters
  Score: Raw -5575259.850822 + Penalty 5203.093007 = -5570056.757814
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6163.500000 sec): 2 clusters
  Score: Raw -14571645.785738 + Penalty 2851.814599 = -14568793.971140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6163.870000 sec): 3 clusters
  Score: Raw -14508350.427906 + Penalty 5703.629197 = -14502646.798709
  nChanged 46631
		SP:Iteration 1F (6164.240000 sec): 3 clusters
  Score: Raw -14535039.243784 + Penalty 5703.629197 = -14529335.614587
  nChanged 3606
		SP:Iteration 2Q (6164.610000 sec): 3 clusters
  Score: Raw -14536071.315018 + Penalty 5703.629197 = -14530367.685821
  nChanged 4158
		SP:Iteration 3Q (6164.980000 sec): 3 clusters
  Score: Raw -14537527.152963 + Penalty 5703.629197 = -14531823.523766
  nChanged 4925
		SP:Iteration 4Q (6165.360000 sec): 3 clusters
  Score: Raw -14539613.324783 + Penalty 5703.629197 = -14533909.695585
  nChanged 5749
		SP:Iteration 5F (6165.720000 sec): 3 clusters
  Score: Raw -14542583.617729 + Penalty 5703.629197 = -14536879.988532
  nChanged 6552
		SP:Iteration 6F (6166.090000 sec): 3 clusters
  Score: Raw -14546601.726693 + Penalty 5703.629197 = -14540898.097496
  nChanged 6995
		SP:Iteration 7F (6166.450000 sec): 3 clusters
  Score: Raw -14551461.959012 + Penalty 5703.629197 = -14545758.329815
  nChanged 6813
		SP:Iteration 8F (6166.820000 sec): 3 clusters
  Score: Raw -14556568.810663 + Penalty 5703.629197 = -14550865.181466
  nChanged 6057
		SP:Iteration 9F (6167.180000 sec): 3 clusters
  Score: Raw -14561402.250840 + Penalty 5703.629197 = -14555698.621643
  nChanged 4830
		SP:Iteration 10Q (6167.550000 sec): 3 clusters
  Score: Raw -14565405.455747 + Penalty 5703.629197 = -14559701.826550
  nChanged 3501
		SP:Iteration 11Q (6167.920000 sec): 3 clusters
  Score: Raw -14568327.792099 + Penalty 5703.629197 = -14562624.162902
  nChanged 2188
		SP:Iteration 12Q (6168.280000 sec): 3 clusters
  Score: Raw -14570063.050200 + Penalty 5703.629197 = -14564359.421003
  nChanged 1224
		SP:Iteration 13Q (6168.610000 sec): 3 clusters
  Score: Raw -14570974.625152 + Penalty 5703.629197 = -14565270.995955
  nChanged 671
		SP:Iteration 14Q (6168.910000 sec): 3 clusters
  Score: Raw -14571447.790461 + Penalty 5703.629197 = -14565744.161264
  nChanged 351
		SP:Iteration 15Q (6169.200000 sec): 3 clusters
  Score: Raw -14571694.462921 + Penalty 5703.629197 = -14565990.833724
  nChanged 197
		SP:Iteration 16Q (6169.480000 sec): 3 clusters
  Score: Raw -14571827.529987 + Penalty 5703.629197 = -14566123.900790
  nChanged 118
		SP:Iteration 17Q (6169.740000 sec): 3 clusters
  Score: Raw -14571912.173345 + Penalty 5703.629197 = -14566208.544148
  nChanged 74
		SP:Iteration 18Q (6170.010000 sec): 3 clusters
  Score: Raw -14571963.030696 + Penalty 5703.629197 = -14566259.401499
  nChanged 56
		SP:Iteration 19Q (6170.280000 sec): 3 clusters
  Score: Raw -14572000.885759 + Penalty 5703.629197 = -14566297.256562
  nChanged 40
		SP:Iteration 20F (6170.630000 sec): 3 clusters
  Score: Raw -14572032.039951 + Penalty 5703.629197 = -14566328.410754
  nChanged 35
		SP:Iteration 21Q (6170.900000 sec): 3 clusters
  Score: Raw -14572053.658851 + Penalty 5703.629197 = -14566350.029654
  nChanged 23
		SP:Iteration 22Q (6171.160000 sec): 3 clusters
  Score: Raw -14572065.922534 + Penalty 5703.629197 = -14566362.293337
  nChanged 19
		SP:Iteration 23Q (6171.420000 sec): 3 clusters
  Score: Raw -14572075.402697 + Penalty 5703.629197 = -14566371.773500
  nChanged 4
		SP:Iteration 24Q (6171.680000 sec): 3 clusters
  Score: Raw -14572076.649157 + Penalty 5703.629197 = -14566373.019960
  nChanged 2
		SP:Iteration 25Q (6171.940000 sec): 3 clusters
  Score: Raw -14572077.626648 + Penalty 5703.629197 = -14566373.997451
  nChanged 4
		SP:Iteration 26Q (6172.200000 sec): 3 clusters
  Score: Raw -14572078.759821 + Penalty 5703.629197 = -14566375.130624
  nChanged 1
		SP:Iteration 27Q (6172.460000 sec): 3 clusters
  Score: Raw -14572078.995340 + Penalty 5703.629197 = -14566375.366143
  nChanged 0
		SP:Iteration 28F (6172.820000 sec): 3 clusters
  Score: Raw -14572078.995340 + Penalty 5703.629197 = -14566375.366143
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6172.860000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6172.860000 sec): 3 clusters
  Score: Raw -22166.532876 + Penalty 2547.356025 = -19619.176851
  nChanged 7
		SP:Iteration 1Q (6172.860000 sec): 3 clusters
  Score: Raw -22198.481180 + Penalty 2547.356025 = -19651.125156
  nChanged 1
		SP:Iteration 2Q (6172.860000 sec): 3 clusters
  Score: Raw -22200.578093 + Penalty 2547.356025 = -19653.222068
  nChanged 0
		SP:Iteration 3F (6172.860000 sec): 3 clusters
  Score: Raw -22200.578093 + Penalty 2547.356025 = -19653.222068
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51085 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6173.040000 sec): 2 clusters
  Score: Raw -7502022.996858 + Penalty 2688.629055 = -7499334.367803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6173.230000 sec): 3 clusters
  Score: Raw -7470331.815752 + Penalty 5377.258111 = -7464954.557641
  nChanged 23560
		SP:Iteration 1F (6173.420000 sec): 3 clusters
  Score: Raw -7483317.507514 + Penalty 5377.258111 = -7477940.249403
  nChanged 2374
		SP:Iteration 2Q (6173.610000 sec): 3 clusters
  Score: Raw -7484174.832711 + Penalty 5377.258111 = -7478797.574600
  nChanged 2524
		SP:Iteration 3Q (6173.800000 sec): 3 clusters
  Score: Raw -7485175.902333 + Penalty 5377.258111 = -7479798.644222
  nChanged 2745
		SP:Iteration 4F (6173.990000 sec): 3 clusters
  Score: Raw -7486426.030820 + Penalty 5377.258111 = -7481048.772710
  nChanged 3007
		SP:Iteration 5F (6174.180000 sec): 3 clusters
  Score: Raw -7487970.643032 + Penalty 5377.258111 = -7482593.384921
  nChanged 3055
		SP:Iteration 6F (6174.370000 sec): 3 clusters
  Score: Raw -7489480.728886 + Penalty 5377.258111 = -7484103.470775
  nChanged 2802
		SP:Iteration 7F (6174.560000 sec): 3 clusters
  Score: Raw -7490799.300133 + Penalty 5377.258111 = -7485422.042022
  nChanged 2351
		SP:Iteration 8Q (6174.750000 sec): 3 clusters
  Score: Raw -7491764.114564 + Penalty 5377.258111 = -7486386.856453
  nChanged 1912
		SP:Iteration 9Q (6174.940000 sec): 3 clusters
  Score: Raw -7492545.698577 + Penalty 5377.258111 = -7487168.440466
  nChanged 1664
		SP:Iteration 10Q (6175.130000 sec): 3 clusters
  Score: Raw -7493300.277367 + Penalty 5377.258111 = -7487923.019256
  nChanged 1577
		SP:Iteration 11Q (6175.320000 sec): 3 clusters
  Score: Raw -7494125.076387 + Penalty 5377.258111 = -7488747.818276
  nChanged 1492
		SP:Iteration 12Q (6175.520000 sec): 3 clusters
  Score: Raw -7494998.029229 + Penalty 5377.258111 = -7489620.771118
  nChanged 1423
		SP:Iteration 13Q (6175.710000 sec): 3 clusters
  Score: Raw -7495907.646886 + Penalty 5377.258111 = -7490530.388775
  nChanged 1308
		SP:Iteration 14Q (6175.900000 sec): 3 clusters
  Score: Raw -7496752.201460 + Penalty 5377.258111 = -7491374.943349
  nChanged 1198
		SP:Iteration 15Q (6176.080000 sec): 3 clusters
  Score: Raw -7497437.032714 + Penalty 5377.258111 = -7492059.774603
  nChanged 1002
		SP:Iteration 16Q (6176.260000 sec): 3 clusters
  Score: Raw -7497956.026835 + Penalty 5377.258111 = -7492578.768724
  nChanged 874
		SP:Iteration 17Q (6176.430000 sec): 3 clusters
  Score: Raw -7498391.318715 + Penalty 5377.258111 = -7493014.060604
  nChanged 798
		SP:Iteration 18Q (6176.590000 sec): 3 clusters
  Score: Raw -7498759.716019 + Penalty 5377.258111 = -7493382.457908
  nChanged 748
		SP:Iteration 19Q (6176.750000 sec): 3 clusters
  Score: Raw -7499093.909767 + Penalty 5377.258111 = -7493716.651656
  nChanged 716
		SP:Iteration 20F (6176.940000 sec): 3 clusters
  Score: Raw -7499414.734377 + Penalty 5377.258111 = -7494037.476266
  nChanged 622
		SP:Iteration 21Q (6177.100000 sec): 3 clusters
  Score: Raw -7499682.801425 + Penalty 5377.258111 = -7494305.543314
  nChanged 573
		SP:Iteration 22Q (6177.250000 sec): 3 clusters
  Score: Raw -7499933.296244 + Penalty 5377.258111 = -7494556.038133
  nChanged 537
		SP:Iteration 23Q (6177.410000 sec): 3 clusters
  Score: Raw -7500169.574433 + Penalty 5377.258111 = -7494792.316322
  nChanged 505
		SP:Iteration 24Q (6177.560000 sec): 3 clusters
  Score: Raw -7500399.289445 + Penalty 5377.258111 = -7495022.031334
  nChanged 469
		SP:Iteration 25Q (6177.700000 sec): 3 clusters
  Score: Raw -7500608.316415 + Penalty 5377.258111 = -7495231.058304
  nChanged 394
		SP:Iteration 26Q (6177.850000 sec): 3 clusters
  Score: Raw -7500786.826704 + Penalty 5377.258111 = -7495409.568593
  nChanged 363
		SP:Iteration 27Q (6178.000000 sec): 3 clusters
  Score: Raw -7500947.236175 + Penalty 5377.258111 = -7495569.978064
  nChanged 321
		SP:Iteration 28Q (6178.140000 sec): 3 clusters
  Score: Raw -7501090.988299 + Penalty 5377.258111 = -7495713.730188
  nChanged 290
		SP:Iteration 29Q (6178.280000 sec): 3 clusters
  Score: Raw -7501215.515911 + Penalty 5377.258111 = -7495838.257800
  nChanged 234
		SP:Iteration 30Q (6178.430000 sec): 3 clusters
  Score: Raw -7501316.028067 + Penalty 5377.258111 = -7495938.769956
  nChanged 219
		SP:Iteration 31Q (6178.570000 sec): 3 clusters
  Score: Raw -7501413.074411 + Penalty 5377.258111 = -7496035.816300
  nChanged 186
		SP:Iteration 32Q (6178.710000 sec): 3 clusters
  Score: Raw -7501490.279232 + Penalty 5377.258111 = -7496113.021121
  nChanged 180
		SP:Iteration 33Q (6178.840000 sec): 3 clusters
  Score: Raw -7501570.816014 + Penalty 5377.258111 = -7496193.557903
  nChanged 179
		SP:Iteration 34Q (6178.980000 sec): 3 clusters
  Score: Raw -7501651.611025 + Penalty 5377.258111 = -7496274.352915
  nChanged 160
		SP:Iteration 35Q (6179.120000 sec): 3 clusters
  Score: Raw -7501730.901770 + Penalty 5377.258111 = -7496353.643659
  nChanged 141
		SP:Iteration 36Q (6179.260000 sec): 3 clusters
  Score: Raw -7501807.207797 + Penalty 5377.258111 = -7496429.949686
  nChanged 131
		SP:Iteration 37Q (6179.390000 sec): 3 clusters
  Score: Raw -7501876.345110 + Penalty 5377.258111 = -7496499.087000
  nChanged 111
		SP:Iteration 38Q (6179.530000 sec): 3 clusters
  Score: Raw -7501943.948512 + Penalty 5377.258111 = -7496566.690401
  nChanged 97
		SP:Iteration 39Q (6179.660000 sec): 3 clusters
  Score: Raw -7502000.493434 + Penalty 5377.258111 = -7496623.235324
  nChanged 87
		SP:Iteration 40F (6179.840000 sec): 3 clusters
  Score: Raw -7502055.401569 + Penalty 5377.258111 = -7496678.143459
  nChanged 70
		SP:Iteration 41Q (6179.980000 sec): 3 clusters
  Score: Raw -7502109.324040 + Penalty 5377.258111 = -7496732.065929
  nChanged 60
		SP:Iteration 42Q (6180.110000 sec): 3 clusters
  Score: Raw -7502146.012235 + Penalty 5377.258111 = -7496768.754124
  nChanged 54
		SP:Iteration 43Q (6180.240000 sec): 3 clusters
  Score: Raw -7502175.134511 + Penalty 5377.258111 = -7496797.876401
  nChanged 33
		SP:Iteration 44Q (6180.380000 sec): 3 clusters
  Score: Raw -7502194.474315 + Penalty 5377.258111 = -7496817.216205
  nChanged 29
		SP:Iteration 45Q (6180.510000 sec): 3 clusters
  Score: Raw -7502209.836929 + Penalty 5377.258111 = -7496832.578819
  nChanged 28
		SP:Iteration 46Q (6180.640000 sec): 3 clusters
  Score: Raw -7502227.341599 + Penalty 5377.258111 = -7496850.083488
  nChanged 18
		SP:Iteration 47Q (6180.770000 sec): 3 clusters
  Score: Raw -7502236.797346 + Penalty 5377.258111 = -7496859.539235
  nChanged 16
		SP:Iteration 48Q (6180.900000 sec): 3 clusters
  Score: Raw -7502246.048864 + Penalty 5377.258111 = -7496868.790753
  nChanged 16
		SP:Iteration 49Q (6181.040000 sec): 3 clusters
  Score: Raw -7502256.879518 + Penalty 5377.258111 = -7496879.621407
  nChanged 12
		SP:Iteration 50Q (6181.160000 sec): 3 clusters
  Score: Raw -7502263.293086 + Penalty 5377.258111 = -7496886.034975
  nChanged 3
		SP:Iteration 51Q (6181.300000 sec): 3 clusters
  Score: Raw -7502265.412989 + Penalty 5377.258111 = -7496888.154878
  nChanged 5
		SP:Iteration 52Q (6181.430000 sec): 3 clusters
  Score: Raw -7502269.680169 + Penalty 5377.258111 = -7496892.422058
  nChanged 11
		SP:Iteration 53Q (6181.560000 sec): 3 clusters
  Score: Raw -7502277.602384 + Penalty 5377.258111 = -7496900.344273
  nChanged 11
		SP:Iteration 54Q (6181.700000 sec): 3 clusters
  Score: Raw -7502282.909346 + Penalty 5377.258111 = -7496905.651236
  nChanged 11
		SP:Iteration 55Q (6181.830000 sec): 3 clusters
  Score: Raw -7502289.962826 + Penalty 5377.258111 = -7496912.704715
  nChanged 15
		SP:Iteration 56Q (6181.960000 sec): 3 clusters
  Score: Raw -7502298.522677 + Penalty 5377.258111 = -7496921.264566
  nChanged 9
		SP:Iteration 57Q (6182.100000 sec): 3 clusters
  Score: Raw -7502304.670010 + Penalty 5377.258111 = -7496927.411900
  nChanged 7
		SP:Iteration 58Q (6182.230000 sec): 3 clusters
  Score: Raw -7502308.767494 + Penalty 5377.258111 = -7496931.509383
  nChanged 5
		SP:Iteration 59Q (6182.360000 sec): 3 clusters
  Score: Raw -7502311.925234 + Penalty 5377.258111 = -7496934.667123
  nChanged 7
		SP:Iteration 60F (6182.540000 sec): 3 clusters
  Score: Raw -7502316.443849 + Penalty 5377.258111 = -7496939.185738
  nChanged 5
		SP:Iteration 61Q (6182.670000 sec): 3 clusters
  Score: Raw -7502318.955834 + Penalty 5377.258111 = -7496941.697723
  nChanged 3
		SP:Iteration 62Q (6182.800000 sec): 3 clusters
  Score: Raw -7502320.724549 + Penalty 5377.258111 = -7496943.466438
  nChanged 6
		SP:Iteration 63Q (6182.930000 sec): 3 clusters
  Score: Raw -7502323.543771 + Penalty 5377.258111 = -7496946.285661
  nChanged 6
		SP:Iteration 64Q (6183.070000 sec): 3 clusters
  Score: Raw -7502327.657164 + Penalty 5377.258111 = -7496950.399053
  nChanged 6
		SP:Iteration 65Q (6183.190000 sec): 3 clusters
  Score: Raw -7502332.215304 + Penalty 5377.258111 = -7496954.957193
  nChanged 6
		SP:Iteration 66Q (6183.330000 sec): 3 clusters
  Score: Raw -7502336.821486 + Penalty 5377.258111 = -7496959.563375
  nChanged 5
		SP:Iteration 67Q (6183.450000 sec): 3 clusters
  Score: Raw -7502340.623882 + Penalty 5377.258111 = -7496963.365771
  nChanged 8
		SP:Iteration 68Q (6183.590000 sec): 3 clusters
  Score: Raw -7502346.020322 + Penalty 5377.258111 = -7496968.762212
  nChanged 8
		SP:Iteration 69Q (6183.710000 sec): 3 clusters
  Score: Raw -7502351.423641 + Penalty 5377.258111 = -7496974.165530
  nChanged 5
		SP:Iteration 70Q (6183.840000 sec): 3 clusters
  Score: Raw -7502353.961556 + Penalty 5377.258111 = -7496976.703445
  nChanged 3
		SP:Iteration 71Q (6183.970000 sec): 3 clusters
  Score: Raw -7502355.651872 + Penalty 5377.258111 = -7496978.393761
  nChanged 4
		SP:Iteration 72Q (6184.100000 sec): 3 clusters
  Score: Raw -7502358.098854 + Penalty 5377.258111 = -7496980.840744
  nChanged 5
		SP:Iteration 73Q (6184.230000 sec): 3 clusters
  Score: Raw -7502360.006645 + Penalty 5377.258111 = -7496982.748535
  nChanged 1
		SP:Iteration 74Q (6184.370000 sec): 3 clusters
  Score: Raw -7502360.510682 + Penalty 5377.258111 = -7496983.252571
  nChanged 1
		SP:Iteration 75Q (6184.490000 sec): 3 clusters
  Score: Raw -7502360.916182 + Penalty 5377.258111 = -7496983.658071
  nChanged 2
		SP:Iteration 76Q (6184.630000 sec): 3 clusters
  Score: Raw -7502362.630459 + Penalty 5377.258111 = -7496985.372348
  nChanged 2
		SP:Iteration 77Q (6184.750000 sec): 3 clusters
  Score: Raw -7502364.427600 + Penalty 5377.258111 = -7496987.169489
  nChanged 5
		SP:Iteration 78Q (6184.890000 sec): 3 clusters
  Score: Raw -7502367.644727 + Penalty 5377.258111 = -7496990.386616
  nChanged 1
		SP:Iteration 79Q (6185.020000 sec): 3 clusters
  Score: Raw -7502368.488477 + Penalty 5377.258111 = -7496991.230366
  nChanged 2
		SP:Iteration 80F (6185.200000 sec): 3 clusters
  Score: Raw -7502369.447784 + Penalty 5377.258111 = -7496992.189673
  nChanged 1
		SP:Iteration 81Q (6185.330000 sec): 3 clusters
  Score: Raw -7502370.424937 + Penalty 5377.258111 = -7496993.166826
  nChanged 1
		SP:Iteration 82Q (6185.460000 sec): 3 clusters
  Score: Raw -7502371.038266 + Penalty 5377.258111 = -7496993.780156
  nChanged 0
		SP:Iteration 83F (6185.650000 sec): 3 clusters
  Score: Raw -7502371.038266 + Penalty 5377.258111 = -7496993.780156
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6185.680000 sec): 2 clusters
  Score: Raw -78986.204222 + Penalty 1532.644130 = -77453.560092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6185.690000 sec): 3 clusters
  Score: Raw -79217.831438 + Penalty 3065.288260 = -76152.543177
  nChanged 119
		SP:Iteration 1F (6185.690000 sec): 3 clusters
  Score: Raw -79635.929113 + Penalty 3065.288260 = -76570.640853
  nChanged 63
		SP:Iteration 2F (6185.690000 sec): 3 clusters
  Score: Raw -79893.827447 + Penalty 3065.288260 = -76828.539187
  nChanged 38
		SP:Iteration 3F (6185.690000 sec): 3 clusters
  Score: Raw -80072.279338 + Penalty 3065.288260 = -77006.991078
  nChanged 21
		SP:Iteration 4Q (6185.690000 sec): 3 clusters
  Score: Raw -80226.687993 + Penalty 3065.288260 = -77161.399733
  nChanged 13
		SP:Iteration 5Q (6185.700000 sec): 3 clusters
  Score: Raw -80287.556409 + Penalty 3065.288260 = -77222.268149
  nChanged 7
		SP:Iteration 6Q (6185.700000 sec): 3 clusters
  Score: Raw -80333.474441 + Penalty 3065.288260 = -77268.186181
  nChanged 3
		SP:Iteration 7Q (6185.700000 sec): 3 clusters
  Score: Raw -80360.869048 + Penalty 3065.288260 = -77295.580788
  nChanged 1
		SP:Iteration 8Q (6185.700000 sec): 3 clusters
  Score: Raw -80483.037019 + Penalty 3065.288260 = -77417.748759
  nChanged 0
		SP:Iteration 9F (6185.700000 sec): 3 clusters
  Score: Raw -80489.069462 + Penalty 3065.288260 = -77423.781202
  nChanged 1
		SP:Iteration 10Q (6185.700000 sec): 3 clusters
  Score: Raw -80523.534890 + Penalty 3065.288260 = -77458.246629
  nChanged 1
		SP:Iteration 11Q (6185.700000 sec): 3 clusters
  Score: Raw -80529.838655 + Penalty 3065.288260 = -77464.550395
  nChanged 0
		SP:Iteration 12F (6185.700000 sec): 3 clusters
  Score: Raw -80529.838655 + Penalty 3065.288260 = -77464.550395
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 39.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6185.710000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6185.720000 sec): 3 clusters
  Score: Raw -68237.580717 + Penalty 3055.958832 = -65181.621886
  nChanged 78
		SP:Iteration 1F (6185.720000 sec): 3 clusters
  Score: Raw -68407.692547 + Penalty 3055.958832 = -65351.733715
  nChanged 21
		SP:Iteration 2Q (6185.720000 sec): 3 clusters
  Score: Raw -68456.842693 + Penalty 3055.958832 = -65400.883861
  nChanged 12
		SP:Iteration 3Q (6185.720000 sec): 3 clusters
  Score: Raw -68504.374351 + Penalty 3055.958832 = -65448.415520
  nChanged 5
		SP:Iteration 4Q (6185.720000 sec): 3 clusters
  Score: Raw -68522.188610 + Penalty 3055.958832 = -65466.229778
  nChanged 2
		SP:Iteration 5Q (6185.720000 sec): 3 clusters
  Score: Raw -68524.514256 + Penalty 3055.958832 = -65468.555424
  nChanged 1
		SP:Iteration 6Q (6185.720000 sec): 3 clusters
  Score: Raw -68526.201818 + Penalty 3055.958832 = -65470.242986
  nChanged 1
		SP:Iteration 7Q (6185.730000 sec): 3 clusters
  Score: Raw -68528.865132 + Penalty 3055.958832 = -65472.906300
  nChanged 1
		SP:Iteration 8Q (6185.730000 sec): 3 clusters
  Score: Raw -68529.779011 + Penalty 3055.958832 = -65473.820179
  nChanged 0
		SP:Iteration 9F (6185.730000 sec): 3 clusters
  Score: Raw -68529.779011 + Penalty 3055.958832 = -65473.820179
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (268687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6186.620000 sec): 2 clusters
  Score: Raw -39759824.110697 + Penalty 3100.322998 = -39756723.787699
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6187.620000 sec): 3 clusters
  Score: Raw -39582317.790404 + Penalty 6200.645997 = -39576117.144408
  nChanged 129957
		SP:Iteration 1F (6188.620000 sec): 3 clusters
  Score: Raw -39658759.457768 + Penalty 6200.645997 = -39652558.811772
  nChanged 6659
		SP:Iteration 2Q (6189.660000 sec): 3 clusters
  Score: Raw -39659946.839804 + Penalty 6200.645997 = -39653746.193807
  nChanged 7047
		SP:Iteration 3Q (6190.670000 sec): 3 clusters
  Score: Raw -39661322.880103 + Penalty 6200.645997 = -39655122.234106
  nChanged 7429
		SP:Iteration 4Q (6191.690000 sec): 3 clusters
  Score: Raw -39662904.523588 + Penalty 6200.645997 = -39656703.877592
  nChanged 8079
		SP:Iteration 5Q (6192.710000 sec): 3 clusters
  Score: Raw -39664754.278929 + Penalty 6200.645997 = -39658553.632933
  nChanged 8494
		SP:Iteration 6Q (6193.730000 sec): 3 clusters
  Score: Raw -39666830.185824 + Penalty 6200.645997 = -39660629.539827
  nChanged 9056
		SP:Iteration 7Q (6194.750000 sec): 3 clusters
  Score: Raw -39669073.651718 + Penalty 6200.645997 = -39662873.005721
  nChanged 9149
		SP:Iteration 8Q (6195.760000 sec): 3 clusters
  Score: Raw -39671345.610728 + Penalty 6200.645997 = -39665144.964731
  nChanged 9276
		SP:Iteration 9Q (6196.780000 sec): 3 clusters
  Score: Raw -39673688.847347 + Penalty 6200.645997 = -39667488.201351
  nChanged 9044
		SP:Iteration 10Q (6197.790000 sec): 3 clusters
  Score: Raw -39675929.294174 + Penalty 6200.645997 = -39669728.648177
  nChanged 8793
		SP:Iteration 11Q (6198.810000 sec): 3 clusters
  Score: Raw -39678020.671191 + Penalty 6200.645997 = -39671820.025195
  nChanged 8407
		SP:Iteration 12Q (6199.830000 sec): 3 clusters
  Score: Raw -39680090.089585 + Penalty 6200.645997 = -39673889.443588
  nChanged 8548
		SP:Iteration 13Q (6200.850000 sec): 3 clusters
  Score: Raw -39682401.859178 + Penalty 6200.645997 = -39676201.213182
  nChanged 8986
		SP:Iteration 14Q (6201.860000 sec): 3 clusters
  Score: Raw -39685140.545063 + Penalty 6200.645997 = -39678939.899066
  nChanged 9821
		SP:Iteration 15Q (6202.880000 sec): 3 clusters
  Score: Raw -39688699.426847 + Penalty 6200.645997 = -39682498.780851
  nChanged 11235
		SP:Iteration 16Q (6203.880000 sec): 3 clusters
  Score: Raw -39693664.865328 + Penalty 6200.645997 = -39687464.219331
  nChanged 13261
		SP:Iteration 17Q (6204.900000 sec): 3 clusters
  Score: Raw -39700823.066675 + Penalty 6200.645997 = -39694622.420679
  nChanged 15200
		SP:Iteration 18F (6205.890000 sec): 3 clusters
  Score: Raw -39710583.298954 + Penalty 6200.645997 = -39704382.652957
  nChanged 16240
		SP:Iteration 19F (6206.880000 sec): 3 clusters
  Score: Raw -39722748.375957 + Penalty 6200.645997 = -39716547.729960
  nChanged 15339
		SP:Iteration 20F (6207.860000 sec): 3 clusters
  Score: Raw -39735771.702526 + Penalty 6200.645997 = -39729571.056530
  nChanged 12226
		SP:Iteration 21Q (6208.870000 sec): 3 clusters
  Score: Raw -39747210.845224 + Penalty 6200.645997 = -39741010.199228
  nChanged 7818
		SP:Iteration 22Q (6209.850000 sec): 3 clusters
  Score: Raw -39754764.794792 + Penalty 6200.645997 = -39748564.148795
  nChanged 3665
		SP:Iteration 23Q (6210.710000 sec): 3 clusters
  Score: Raw -39758240.307140 + Penalty 6200.645997 = -39752039.661143
  nChanged 1307
		SP:Iteration 24Q (6211.460000 sec): 3 clusters
  Score: Raw -39759476.101105 + Penalty 6200.645997 = -39753275.455108
  nChanged 378
		SP:Iteration 25Q (6212.150000 sec): 3 clusters
  Score: Raw -39759873.624997 + Penalty 6200.645997 = -39753672.979000
  nChanged 113
		SP:Iteration 26Q (6212.800000 sec): 3 clusters
  Score: Raw -39760020.532350 + Penalty 6200.645997 = -39753819.886353
  nChanged 48
		SP:Iteration 27Q (6213.470000 sec): 3 clusters
  Score: Raw -39760081.348954 + Penalty 6200.645997 = -39753880.702957
  nChanged 26
		SP:Iteration 28Q (6214.170000 sec): 3 clusters
  Score: Raw -39760116.621786 + Penalty 6200.645997 = -39753915.975789
  nChanged 16
		SP:Iteration 29Q (6214.850000 sec): 3 clusters
  Score: Raw -39760134.959247 + Penalty 6200.645997 = -39753934.313250
  nChanged 9
		SP:Iteration 30Q (6215.530000 sec): 3 clusters
  Score: Raw -39760148.255468 + Penalty 6200.645997 = -39753947.609471
  nChanged 14
		SP:Iteration 31Q (6216.210000 sec): 3 clusters
  Score: Raw -39760167.699288 + Penalty 6200.645997 = -39753967.053292
  nChanged 9
		SP:Iteration 32Q (6216.890000 sec): 3 clusters
  Score: Raw -39760179.799529 + Penalty 6200.645997 = -39753979.153533
  nChanged 8
		SP:Iteration 33Q (6217.560000 sec): 3 clusters
  Score: Raw -39760191.950321 + Penalty 6200.645997 = -39753991.304324
  nChanged 6
		SP:Iteration 34Q (6218.240000 sec): 3 clusters
  Score: Raw -39760199.636631 + Penalty 6200.645997 = -39753998.990635
  nChanged 9
		SP:Iteration 35Q (6218.920000 sec): 3 clusters
  Score: Raw -39760208.077561 + Penalty 6200.645997 = -39754007.431564
  nChanged 3
		SP:Iteration 36Q (6219.600000 sec): 3 clusters
  Score: Raw -39760210.756045 + Penalty 6200.645997 = -39754010.110049
  nChanged 1
		SP:Iteration 37Q (6220.270000 sec): 3 clusters
  Score: Raw -39760211.481424 + Penalty 6200.645997 = -39754010.835427
  nChanged 0
		SP:Iteration 38F (6221.250000 sec): 3 clusters
  Score: Raw -39760211.481424 + Penalty 6200.645997 = -39754010.835427
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6221.440000 sec): 2 clusters
  Score: Raw -5134074.891526 + Penalty 2584.644570 = -5131490.246956
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6221.570000 sec): 3 clusters
  Score: Raw -5113799.399414 + Penalty 5169.289140 = -5108630.110274
  nChanged 15125
		SP:Iteration 1F (6221.690000 sec): 3 clusters
  Score: Raw -5122174.879786 + Penalty 5169.289140 = -5117005.590646
  nChanged 1522
		SP:Iteration 2Q (6221.810000 sec): 3 clusters
  Score: Raw -5122663.940296 + Penalty 5169.289140 = -5117494.651156
  nChanged 1430
		SP:Iteration 3Q (6221.940000 sec): 3 clusters
  Score: Raw -5123152.652717 + Penalty 5169.289140 = -5117983.363577
  nChanged 1391
		SP:Iteration 4Q (6222.070000 sec): 3 clusters
  Score: Raw -5123696.593185 + Penalty 5169.289140 = -5118527.304045
  nChanged 1453
		SP:Iteration 5Q (6222.190000 sec): 3 clusters
  Score: Raw -5124327.850207 + Penalty 5169.289140 = -5119158.561067
  nChanged 1616
		SP:Iteration 6Q (6222.320000 sec): 3 clusters
  Score: Raw -5125107.307067 + Penalty 5169.289140 = -5119938.017927
  nChanged 1680
		SP:Iteration 7F (6222.450000 sec): 3 clusters
  Score: Raw -5126015.902550 + Penalty 5169.289140 = -5120846.613410
  nChanged 1828
		SP:Iteration 8F (6222.570000 sec): 3 clusters
  Score: Raw -5127071.340464 + Penalty 5169.289140 = -5121902.051324
  nChanged 1815
		SP:Iteration 9F (6222.690000 sec): 3 clusters
  Score: Raw -5128153.421403 + Penalty 5169.289140 = -5122984.132263
  nChanged 1768
		SP:Iteration 10F (6222.820000 sec): 3 clusters
  Score: Raw -5129191.615709 + Penalty 5169.289140 = -5124022.326569
  nChanged 1516
		SP:Iteration 11Q (6222.950000 sec): 3 clusters
  Score: Raw -5130104.002449 + Penalty 5169.289140 = -5124934.713309
  nChanged 1209
		SP:Iteration 12Q (6223.070000 sec): 3 clusters
  Score: Raw -5130778.941439 + Penalty 5169.289140 = -5125609.652299
  nChanged 889
		SP:Iteration 13Q (6223.190000 sec): 3 clusters
  Score: Raw -5131139.260749 + Penalty 5169.289140 = -5125969.971609
  nChanged 629
		SP:Iteration 14Q (6223.320000 sec): 3 clusters
  Score: Raw -5131346.290054 + Penalty 5169.289140 = -5126177.000914
  nChanged 514
		SP:Iteration 15Q (6223.440000 sec): 3 clusters
  Score: Raw -5131499.153720 + Penalty 5169.289140 = -5126329.864580
  nChanged 453
		SP:Iteration 16Q (6223.560000 sec): 3 clusters
  Score: Raw -5131625.274424 + Penalty 5169.289140 = -5126455.985284
  nChanged 434
		SP:Iteration 17Q (6223.680000 sec): 3 clusters
  Score: Raw -5131736.787959 + Penalty 5169.289140 = -5126567.498819
  nChanged 401
		SP:Iteration 18Q (6223.810000 sec): 3 clusters
  Score: Raw -5131846.911014 + Penalty 5169.289140 = -5126677.621874
  nChanged 416
		SP:Iteration 19Q (6223.920000 sec): 3 clusters
  Score: Raw -5131961.835288 + Penalty 5169.289140 = -5126792.546148
  nChanged 431
		SP:Iteration 20F (6224.050000 sec): 3 clusters
  Score: Raw -5132081.653709 + Penalty 5169.289140 = -5126912.364569
  nChanged 412
		SP:Iteration 21Q (6224.170000 sec): 3 clusters
  Score: Raw -5132190.393868 + Penalty 5169.289140 = -5127021.104728
  nChanged 417
		SP:Iteration 22Q (6224.290000 sec): 3 clusters
  Score: Raw -5132304.578836 + Penalty 5169.289140 = -5127135.289696
  nChanged 437
		SP:Iteration 23Q (6224.400000 sec): 3 clusters
  Score: Raw -5132433.409631 + Penalty 5169.289140 = -5127264.120491
  nChanged 439
		SP:Iteration 24Q (6224.520000 sec): 3 clusters
  Score: Raw -5132563.074124 + Penalty 5169.289140 = -5127393.784984
  nChanged 407
		SP:Iteration 25Q (6224.630000 sec): 3 clusters
  Score: Raw -5132678.956939 + Penalty 5169.289140 = -5127509.667799
  nChanged 368
		SP:Iteration 26Q (6224.750000 sec): 3 clusters
  Score: Raw -5132776.615194 + Penalty 5169.289140 = -5127607.326054
  nChanged 320
		SP:Iteration 27Q (6224.860000 sec): 3 clusters
  Score: Raw -5132860.000871 + Penalty 5169.289140 = -5127690.711731
  nChanged 297
		SP:Iteration 28Q (6224.970000 sec): 3 clusters
  Score: Raw -5132934.542620 + Penalty 5169.289140 = -5127765.253479
  nChanged 289
		SP:Iteration 29Q (6225.080000 sec): 3 clusters
  Score: Raw -5133011.528121 + Penalty 5169.289140 = -5127842.238981
  nChanged 293
		SP:Iteration 30Q (6225.190000 sec): 3 clusters
  Score: Raw -5133086.533706 + Penalty 5169.289140 = -5127917.244566
  nChanged 271
		SP:Iteration 31Q (6225.300000 sec): 3 clusters
  Score: Raw -5133158.692263 + Penalty 5169.289140 = -5127989.403123
  nChanged 260
		SP:Iteration 32Q (6225.410000 sec): 3 clusters
  Score: Raw -5133229.435067 + Penalty 5169.289140 = -5128060.145927
  nChanged 268
		SP:Iteration 33Q (6225.510000 sec): 3 clusters
  Score: Raw -5133301.864504 + Penalty 5169.289140 = -5128132.575364
  nChanged 243
		SP:Iteration 34Q (6225.620000 sec): 3 clusters
  Score: Raw -5133364.565549 + Penalty 5169.289140 = -5128195.276409
  nChanged 230
		SP:Iteration 35Q (6225.730000 sec): 3 clusters
  Score: Raw -5133419.926290 + Penalty 5169.289140 = -5128250.637149
  nChanged 206
		SP:Iteration 36Q (6225.830000 sec): 3 clusters
  Score: Raw -5133467.400723 + Penalty 5169.289140 = -5128298.111583
  nChanged 192
		SP:Iteration 37Q (6225.940000 sec): 3 clusters
  Score: Raw -5133511.620440 + Penalty 5169.289140 = -5128342.331300
  nChanged 163
		SP:Iteration 38Q (6226.040000 sec): 3 clusters
  Score: Raw -5133554.084450 + Penalty 5169.289140 = -5128384.795310
  nChanged 154
		SP:Iteration 39Q (6226.150000 sec): 3 clusters
  Score: Raw -5133592.555293 + Penalty 5169.289140 = -5128423.266153
  nChanged 136
		SP:Iteration 40F (6226.270000 sec): 3 clusters
  Score: Raw -5133623.125959 + Penalty 5169.289140 = -5128453.836819
  nChanged 127
		SP:Iteration 41Q (6226.370000 sec): 3 clusters
  Score: Raw -5133651.249624 + Penalty 5169.289140 = -5128481.960484
  nChanged 107
		SP:Iteration 42Q (6226.470000 sec): 3 clusters
  Score: Raw -5133673.460567 + Penalty 5169.289140 = -5128504.171427
  nChanged 86
		SP:Iteration 43Q (6226.580000 sec): 3 clusters
  Score: Raw -5133691.941910 + Penalty 5169.289140 = -5128522.652770
  nChanged 85
		SP:Iteration 44Q (6226.680000 sec): 3 clusters
  Score: Raw -5133708.306670 + Penalty 5169.289140 = -5128539.017530
  nChanged 81
		SP:Iteration 45Q (6226.780000 sec): 3 clusters
  Score: Raw -5133722.521941 + Penalty 5169.289140 = -5128553.232801
  nChanged 85
		SP:Iteration 46Q (6226.880000 sec): 3 clusters
  Score: Raw -5133740.044569 + Penalty 5169.289140 = -5128570.755429
  nChanged 98
		SP:Iteration 47Q (6226.980000 sec): 3 clusters
  Score: Raw -5133763.346441 + Penalty 5169.289140 = -5128594.057301
  nChanged 97
		SP:Iteration 48Q (6227.080000 sec): 3 clusters
  Score: Raw -5133790.481396 + Penalty 5169.289140 = -5128621.192256
  nChanged 95
		SP:Iteration 49Q (6227.180000 sec): 3 clusters
  Score: Raw -5133815.262451 + Penalty 5169.289140 = -5128645.973311
  nChanged 84
		SP:Iteration 50Q (6227.280000 sec): 3 clusters
  Score: Raw -5133839.232152 + Penalty 5169.289140 = -5128669.943012
  nChanged 70
		SP:Iteration 51Q (6227.370000 sec): 3 clusters
  Score: Raw -5133855.921472 + Penalty 5169.289140 = -5128686.632332
  nChanged 69
		SP:Iteration 52Q (6227.470000 sec): 3 clusters
  Score: Raw -5133870.286580 + Penalty 5169.289140 = -5128700.997440
  nChanged 55
		SP:Iteration 53Q (6227.570000 sec): 3 clusters
  Score: Raw -5133881.574851 + Penalty 5169.289140 = -5128712.285711
  nChanged 54
		SP:Iteration 54Q (6227.670000 sec): 3 clusters
  Score: Raw -5133892.369112 + Penalty 5169.289140 = -5128723.079972
  nChanged 39
		SP:Iteration 55Q (6227.770000 sec): 3 clusters
  Score: Raw -5133900.034144 + Penalty 5169.289140 = -5128730.745003
  nChanged 47
		SP:Iteration 56Q (6227.860000 sec): 3 clusters
  Score: Raw -5133910.106904 + Penalty 5169.289140 = -5128740.817764
  nChanged 42
		SP:Iteration 57Q (6227.960000 sec): 3 clusters
  Score: Raw -5133919.304619 + Penalty 5169.289140 = -5128750.015478
  nChanged 43
		SP:Iteration 58Q (6228.060000 sec): 3 clusters
  Score: Raw -5133929.100592 + Penalty 5169.289140 = -5128759.811451
  nChanged 45
		SP:Iteration 59Q (6228.150000 sec): 3 clusters
  Score: Raw -5133938.088453 + Penalty 5169.289140 = -5128768.799313
  nChanged 33
		SP:Iteration 60F (6228.280000 sec): 3 clusters
  Score: Raw -5133946.454079 + Penalty 5169.289140 = -5128777.164939
  nChanged 40
		SP:Iteration 61Q (6228.380000 sec): 3 clusters
  Score: Raw -5133953.733609 + Penalty 5169.289140 = -5128784.444469
  nChanged 32
		SP:Iteration 62Q (6228.470000 sec): 3 clusters
  Score: Raw -5133959.892222 + Penalty 5169.289140 = -5128790.603082
  nChanged 31
		SP:Iteration 63Q (6228.570000 sec): 3 clusters
  Score: Raw -5133968.630655 + Penalty 5169.289140 = -5128799.341515
  nChanged 37
		SP:Iteration 64Q (6228.660000 sec): 3 clusters
  Score: Raw -5133978.008088 + Penalty 5169.289140 = -5128808.718948
  nChanged 38
		SP:Iteration 65Q (6228.760000 sec): 3 clusters
  Score: Raw -5133986.588773 + Penalty 5169.289140 = -5128817.299633
  nChanged 47
		SP:Iteration 66Q (6228.850000 sec): 3 clusters
  Score: Raw -5134000.351871 + Penalty 5169.289140 = -5128831.062731
  nChanged 48
		SP:Iteration 67Q (6228.950000 sec): 3 clusters
  Score: Raw -5134013.914395 + Penalty 5169.289140 = -5128844.625255
  nChanged 49
		SP:Iteration 68Q (6229.050000 sec): 3 clusters
  Score: Raw -5134026.615647 + Penalty 5169.289140 = -5128857.326507
  nChanged 47
		SP:Iteration 69Q (6229.140000 sec): 3 clusters
  Score: Raw -5134037.477934 + Penalty 5169.289140 = -5128868.188794
  nChanged 42
		SP:Iteration 70Q (6229.230000 sec): 3 clusters
  Score: Raw -5134047.451327 + Penalty 5169.289140 = -5128878.162187
  nChanged 43
		SP:Iteration 71Q (6229.330000 sec): 3 clusters
  Score: Raw -5134057.729143 + Penalty 5169.289140 = -5128888.440003
  nChanged 31
		SP:Iteration 72Q (6229.420000 sec): 3 clusters
  Score: Raw -5134065.679452 + Penalty 5169.289140 = -5128896.390312
  nChanged 32
		SP:Iteration 73Q (6229.510000 sec): 3 clusters
  Score: Raw -5134074.079636 + Penalty 5169.289140 = -5128904.790496
  nChanged 36
		SP:Iteration 74Q (6229.610000 sec): 3 clusters
  Score: Raw -5134082.623168 + Penalty 5169.289140 = -5128913.334028
  nChanged 34
		SP:Iteration 75Q (6229.710000 sec): 3 clusters
  Score: Raw -5134092.171521 + Penalty 5169.289140 = -5128922.882381
  nChanged 27
		SP:Iteration 76Q (6229.800000 sec): 3 clusters
  Score: Raw -5134098.937712 + Penalty 5169.289140 = -5128929.648572
  nChanged 34
		SP:Iteration 77Q (6229.890000 sec): 3 clusters
  Score: Raw -5134107.390434 + Penalty 5169.289140 = -5128938.101294
  nChanged 30
		SP:Iteration 78Q (6229.990000 sec): 3 clusters
  Score: Raw -5134113.455975 + Penalty 5169.289140 = -5128944.166835
  nChanged 21
		SP:Iteration 79Q (6230.080000 sec): 3 clusters
  Score: Raw -5134118.863018 + Penalty 5169.289140 = -5128949.573878
  nChanged 26
		SP:Iteration 80F (6230.210000 sec): 3 clusters
  Score: Raw -5134126.168627 + Penalty 5169.289140 = -5128956.879487
  nChanged 35
		SP:Iteration 81Q (6230.300000 sec): 3 clusters
  Score: Raw -5134136.055066 + Penalty 5169.289140 = -5128966.765926
  nChanged 30
		SP:Iteration 82Q (6230.390000 sec): 3 clusters
  Score: Raw -5134146.153378 + Penalty 5169.289140 = -5128976.864238
  nChanged 37
		SP:Iteration 83Q (6230.490000 sec): 3 clusters
  Score: Raw -5134157.970444 + Penalty 5169.289140 = -5128988.681304
  nChanged 39
		SP:Iteration 84Q (6230.580000 sec): 3 clusters
  Score: Raw -5134170.764037 + Penalty 5169.289140 = -5129001.474897
  nChanged 42
		SP:Iteration 85Q (6230.680000 sec): 3 clusters
  Score: Raw -5134182.599816 + Penalty 5169.289140 = -5129013.310676
  nChanged 32
		SP:Iteration 86Q (6230.770000 sec): 3 clusters
  Score: Raw -5134191.185131 + Penalty 5169.289140 = -5129021.895991
  nChanged 27
		SP:Iteration 87Q (6230.860000 sec): 3 clusters
  Score: Raw -5134198.986069 + Penalty 5169.289140 = -5129029.696929
  nChanged 27
		SP:Iteration 88Q (6230.960000 sec): 3 clusters
  Score: Raw -5134207.144822 + Penalty 5169.289140 = -5129037.855682
  nChanged 32
		SP:Iteration 89Q (6231.050000 sec): 3 clusters
  Score: Raw -5134217.098593 + Penalty 5169.289140 = -5129047.809453
  nChanged 20
		SP:Iteration 90Q (6231.150000 sec): 3 clusters
  Score: Raw -5134222.228228 + Penalty 5169.289140 = -5129052.939088
  nChanged 17
		SP:Iteration 91Q (6231.240000 sec): 3 clusters
  Score: Raw -5134227.930444 + Penalty 5169.289140 = -5129058.641303
  nChanged 25
		SP:Iteration 92Q (6231.330000 sec): 3 clusters
  Score: Raw -5134236.537485 + Penalty 5169.289140 = -5129067.248345
  nChanged 15
		SP:Iteration 93Q (6231.420000 sec): 3 clusters
  Score: Raw -5134241.498028 + Penalty 5169.289140 = -5129072.208888
  nChanged 15
		SP:Iteration 94Q (6231.510000 sec): 3 clusters
  Score: Raw -5134245.650431 + Penalty 5169.289140 = -5129076.361290
  nChanged 19
		SP:Iteration 95Q (6231.610000 sec): 3 clusters
  Score: Raw -5134250.973622 + Penalty 5169.289140 = -5129081.684482
  nChanged 9
		SP:Iteration 96Q (6231.700000 sec): 3 clusters
  Score: Raw -5134253.144734 + Penalty 5169.289140 = -5129083.855594
  nChanged 13
		SP:Iteration 97Q (6231.790000 sec): 3 clusters
  Score: Raw -5134255.637418 + Penalty 5169.289140 = -5129086.348278
  nChanged 11
		SP:Iteration 98Q (6231.880000 sec): 3 clusters
  Score: Raw -5134258.995463 + Penalty 5169.289140 = -5129089.706323
  nChanged 11
		SP:Iteration 99Q (6231.970000 sec): 3 clusters
  Score: Raw -5134262.142460 + Penalty 5169.289140 = -5129092.853320
  nChanged 8
		SP:Iteration 100F (6232.100000 sec): 3 clusters
  Score: Raw -5134263.416508 + Penalty 5169.289140 = -5129094.127368
  nChanged 6
		SP:Iteration 101Q (6232.190000 sec): 3 clusters
  Score: Raw -5134264.273212 + Penalty 5169.289140 = -5129094.984072
  nChanged 2
		SP:Iteration 102Q (6232.280000 sec): 3 clusters
  Score: Raw -5134264.737830 + Penalty 5169.289140 = -5129095.448690
  nChanged 1
		SP:Iteration 103Q (6232.370000 sec): 3 clusters
  Score: Raw -5134264.923988 + Penalty 5169.289140 = -5129095.634848
  nChanged 2
		SP:Iteration 104Q (6232.460000 sec): 3 clusters
  Score: Raw -5134265.214323 + Penalty 5169.289140 = -5129095.925183
  nChanged 0
		SP:Iteration 105F (6232.590000 sec): 3 clusters
  Score: Raw -5134265.214323 + Penalty 5169.289140 = -5129095.925183
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.600000 sec): 2 clusters
  Score: Raw -140086.188840 + Penalty 1729.902654 = -138356.286186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.610000 sec): 3 clusters
  Score: Raw -139870.877243 + Penalty 3459.805308 = -136411.071935
  nChanged 277
		SP:Iteration 1F (6232.610000 sec): 3 clusters
  Score: Raw -140239.341389 + Penalty 3459.805308 = -136779.536081
  nChanged 103
		SP:Iteration 2F (6232.610000 sec): 3 clusters
  Score: Raw -140420.416957 + Penalty 3459.805308 = -136960.611649
  nChanged 55
		SP:Iteration 3F (6232.620000 sec): 3 clusters
  Score: Raw -140513.566924 + Penalty 3459.805308 = -137053.761616
  nChanged 41
		SP:Iteration 4Q (6232.620000 sec): 3 clusters
  Score: Raw -140575.550255 + Penalty 3459.805308 = -137115.744947
  nChanged 25
		SP:Iteration 5Q (6232.630000 sec): 3 clusters
  Score: Raw -140617.407253 + Penalty 3459.805308 = -137157.601945
  nChanged 13
		SP:Iteration 6Q (6232.630000 sec): 3 clusters
  Score: Raw -140631.511139 + Penalty 3459.805308 = -137171.705831
  nChanged 6
		SP:Iteration 7Q (6232.630000 sec): 3 clusters
  Score: Raw -140635.737743 + Penalty 3459.805308 = -137175.932435
  nChanged 2
		SP:Iteration 8Q (6232.640000 sec): 3 clusters
  Score: Raw -140638.632896 + Penalty 3459.805308 = -137178.827588
  nChanged 2
		SP:Iteration 9Q (6232.640000 sec): 3 clusters
  Score: Raw -140642.992765 + Penalty 3459.805308 = -137183.187457
  nChanged 4
		SP:Iteration 10Q (6232.650000 sec): 3 clusters
  Score: Raw -140647.184090 + Penalty 3459.805308 = -137187.378782
  nChanged 4
		SP:Iteration 11Q (6232.650000 sec): 3 clusters
  Score: Raw -140651.030159 + Penalty 3459.805308 = -137191.224851
  nChanged 2
		SP:Iteration 12Q (6232.650000 sec): 3 clusters
  Score: Raw -140653.845529 + Penalty 3459.805308 = -137194.040221
  nChanged 6
		SP:Iteration 13Q (6232.660000 sec): 3 clusters
  Score: Raw -140663.088723 + Penalty 3459.805308 = -137203.283415
  nChanged 1
		SP:Iteration 14Q (6232.660000 sec): 3 clusters
  Score: Raw -140664.583144 + Penalty 3459.805308 = -137204.777836
  nChanged 0
		SP:Iteration 15F (6232.660000 sec): 3 clusters
  Score: Raw -140664.583144 + Penalty 3459.805308 = -137204.777836
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.670000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.670000 sec): 3 clusters
  Score: Raw -31500.908097 + Penalty 2705.839273 = -28795.068824
  nChanged 23
		SP:Iteration 1F (6232.670000 sec): 3 clusters
  Score: Raw -31594.331919 + Penalty 2705.839273 = -28888.492646
  nChanged 5
		SP:Iteration 2Q (6232.670000 sec): 3 clusters
  Score: Raw -31613.004895 + Penalty 2705.839273 = -28907.165621
  nChanged 1
		SP:Iteration 3Q (6232.670000 sec): 3 clusters
  Score: Raw -31614.381126 + Penalty 2705.839273 = -28908.541853
  nChanged 1
		SP:Iteration 4Q (6232.670000 sec): 3 clusters
  Score: Raw -31616.955376 + Penalty 2705.839273 = -28911.116103
  nChanged 0
		SP:Iteration 5F (6232.670000 sec): 3 clusters
  Score: Raw -31616.955376 + Penalty 2705.839273 = -28911.116103
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.680000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.680000 sec): 3 clusters
  Score: Raw -77810.448411 + Penalty 3172.049753 = -74638.398658
  nChanged 140
		SP:Iteration 1F (6232.680000 sec): 3 clusters
  Score: Raw -78065.778629 + Penalty 3172.049753 = -74893.728876
  nChanged 40
		SP:Iteration 2F (6232.680000 sec): 3 clusters
  Score: Raw -78193.379241 + Penalty 3172.049753 = -75021.329488
  nChanged 25
		SP:Iteration 3Q (6232.690000 sec): 3 clusters
  Score: Raw -78268.059515 + Penalty 3172.049753 = -75096.009762
  nChanged 22
		SP:Iteration 4Q (6232.690000 sec): 3 clusters
  Score: Raw -78344.948445 + Penalty 3172.049753 = -75172.898692
  nChanged 20
		SP:Iteration 5Q (6232.690000 sec): 3 clusters
  Score: Raw -78452.028318 + Penalty 3172.049753 = -75279.978565
  nChanged 24
		SP:Iteration 6Q (6232.690000 sec): 3 clusters
  Score: Raw -78515.808832 + Penalty 3172.049753 = -75343.759079
  nChanged 17
		SP:Iteration 7Q (6232.690000 sec): 3 clusters
  Score: Raw -78568.724781 + Penalty 3172.049753 = -75396.675028
  nChanged 10
		SP:Iteration 8Q (6232.690000 sec): 3 clusters
  Score: Raw -78610.693854 + Penalty 3172.049753 = -75438.644101
  nChanged 9
		SP:Iteration 9Q (6232.700000 sec): 3 clusters
  Score: Raw -78637.975246 + Penalty 3172.049753 = -75465.925494
  nChanged 8
		SP:Iteration 10Q (6232.700000 sec): 3 clusters
  Score: Raw -78671.445116 + Penalty 3172.049753 = -75499.395363
  nChanged 7
		SP:Iteration 11Q (6232.700000 sec): 3 clusters
  Score: Raw -78701.182009 + Penalty 3172.049753 = -75529.132257
  nChanged 6
		SP:Iteration 12Q (6232.700000 sec): 3 clusters
  Score: Raw -78711.914194 + Penalty 3172.049753 = -75539.864441
  nChanged 1
		SP:Iteration 13Q (6232.700000 sec): 3 clusters
  Score: Raw -78714.395926 + Penalty 3172.049753 = -75542.346173
  nChanged 1
		SP:Iteration 14Q (6232.710000 sec): 3 clusters
  Score: Raw -78716.766428 + Penalty 3172.049753 = -75544.716675
  nChanged 0
		SP:Iteration 15F (6232.710000 sec): 3 clusters
  Score: Raw -78718.641815 + Penalty 3172.049753 = -75546.592062
  nChanged 1
		SP:Iteration 16Q (6232.710000 sec): 3 clusters
  Score: Raw -78728.663087 + Penalty 3172.049753 = -75556.613335
  nChanged 1
		SP:Iteration 17Q (6232.710000 sec): 3 clusters
  Score: Raw -78731.979907 + Penalty 3172.049753 = -75559.930154
  nChanged 4
		SP:Iteration 18Q (6232.710000 sec): 3 clusters
  Score: Raw -78749.636921 + Penalty 3172.049753 = -75577.587169
  nChanged 3
		SP:Iteration 19Q (6232.710000 sec): 3 clusters
  Score: Raw -78759.523445 + Penalty 3172.049753 = -75587.473693
  nChanged 1
		SP:Iteration 20F (6232.720000 sec): 3 clusters
  Score: Raw -78762.586284 + Penalty 3172.049753 = -75590.536531
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.720000 sec): 2 clusters
  Score: Raw -23101.134561 + Penalty 1344.292680 = -21756.841881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.720000 sec): 3 clusters
  Score: Raw -23460.858100 + Penalty 2688.585360 = -20772.272741
  nChanged 29
		SP:Iteration 1F (6232.720000 sec): 3 clusters
  Score: Raw -23890.270385 + Penalty 2688.585360 = -21201.685026
  nChanged 20
		SP:Iteration 2F (6232.720000 sec): 3 clusters
  Score: Raw -24031.537984 + Penalty 2688.585360 = -21342.952625
  nChanged 10
		SP:Iteration 3Q (6232.720000 sec): 3 clusters
  Score: Raw -24097.997112 + Penalty 2688.585360 = -21409.411752
  nChanged 2
		SP:Iteration 4Q (6232.730000 sec): 3 clusters
  Score: Raw -24107.572161 + Penalty 2688.585360 = -21418.986802
  nChanged 2
		SP:Iteration 5Q (6232.730000 sec): 3 clusters
  Score: Raw -24117.351175 + Penalty 2688.585360 = -21428.765815
  nChanged 1
		SP:Iteration 6Q (6232.730000 sec): 3 clusters
  Score: Raw -24119.734100 + Penalty 2688.585360 = -21431.148740
  nChanged 1
		SP:Iteration 7Q (6232.730000 sec): 3 clusters
  Score: Raw -24124.619875 + Penalty 2688.585360 = -21436.034515
  nChanged 1
		SP:Iteration 8Q (6232.730000 sec): 3 clusters
  Score: Raw -24131.978954 + Penalty 2688.585360 = -21443.393594
  nChanged 1
		SP:Iteration 9Q (6232.730000 sec): 3 clusters
  Score: Raw -24138.261455 + Penalty 2688.585360 = -21449.676096
  nChanged 1
		SP:Iteration 10Q (6232.730000 sec): 3 clusters
  Score: Raw -24146.045342 + Penalty 2688.585360 = -21457.459982
  nChanged 0
		SP:Iteration 11F (6232.730000 sec): 3 clusters
  Score: Raw -24146.045342 + Penalty 2688.585360 = -21457.459982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.730000 sec): 2 clusters
  Score: Raw -33429.954582 + Penalty 1392.055770 = -32037.898812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.730000 sec): 3 clusters
  Score: Raw -33626.373490 + Penalty 2784.111541 = -30842.261949
  nChanged 40
		SP:Iteration 1F (6232.730000 sec): 3 clusters
  Score: Raw -33829.745317 + Penalty 2784.111541 = -31045.633776
  nChanged 15
		SP:Iteration 2F (6232.740000 sec): 3 clusters
  Score: Raw -33979.894397 + Penalty 2784.111541 = -31195.782857
  nChanged 10
		SP:Iteration 3Q (6232.740000 sec): 3 clusters
  Score: Raw -34059.657927 + Penalty 2784.111541 = -31275.546386
  nChanged 14
		SP:Iteration 4F (6232.740000 sec): 3 clusters
  Score: Raw -34223.206581 + Penalty 2784.111541 = -31439.095040
  nChanged 9
		SP:Iteration 5Q (6232.740000 sec): 3 clusters
  Score: Raw -34320.378586 + Penalty 2784.111541 = -31536.267045
  nChanged 5
		SP:Iteration 6Q (6232.740000 sec): 3 clusters
  Score: Raw -34368.176431 + Penalty 2784.111541 = -31584.064890
  nChanged 2
		SP:Iteration 7Q (6232.740000 sec): 3 clusters
  Score: Raw -34381.371411 + Penalty 2784.111541 = -31597.259871
  nChanged 3
		SP:Iteration 8Q (6232.740000 sec): 3 clusters
  Score: Raw -34406.643666 + Penalty 2784.111541 = -31622.532125
  nChanged 1
		SP:Iteration 9Q (6232.740000 sec): 3 clusters
  Score: Raw -34412.973360 + Penalty 2784.111541 = -31628.861819
  nChanged 1
		SP:Iteration 10Q (6232.740000 sec): 3 clusters
  Score: Raw -34417.161115 + Penalty 2784.111541 = -31633.049574
  nChanged 3
		SP:Iteration 11Q (6232.750000 sec): 3 clusters
  Score: Raw -34447.606093 + Penalty 2784.111541 = -31663.494552
  nChanged 5
		SP:Iteration 12Q (6232.750000 sec): 3 clusters
  Score: Raw -34476.704280 + Penalty 2784.111541 = -31692.592739
  nChanged 1
		SP:Iteration 13Q (6232.750000 sec): 3 clusters
  Score: Raw -34480.261058 + Penalty 2784.111541 = -31696.149517
  nChanged 0
		SP:Iteration 14F (6232.750000 sec): 3 clusters
  Score: Raw -34480.261058 + Penalty 2784.111541 = -31696.149517
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.750000 sec): 2 clusters
  Score: Raw -29409.107282 + Penalty 1334.214544 = -28074.892739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.750000 sec): 3 clusters
  Score: Raw -29605.196379 + Penalty 2668.429087 = -26936.767292
  nChanged 15
		SP:Iteration 1F (6232.750000 sec): 3 clusters
  Score: Raw -29681.098528 + Penalty 2668.429087 = -27012.669441
  nChanged 4
		SP:Iteration 2Q (6232.750000 sec): 3 clusters
  Score: Raw -29710.914650 + Penalty 2668.429087 = -27042.485562
  nChanged 3
		SP:Iteration 3Q (6232.750000 sec): 3 clusters
  Score: Raw -29730.898062 + Penalty 2668.429087 = -27062.468974
  nChanged 0
		SP:Iteration 4F (6232.750000 sec): 3 clusters
  Score: Raw -29730.898062 + Penalty 2668.429087 = -27062.468974
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.760000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.760000 sec): 3 clusters
  Score: Raw -55104.189805 + Penalty 2975.472535 = -52128.717271
  nChanged 62
		SP:Iteration 1F (6232.760000 sec): 3 clusters
  Score: Raw -55230.032290 + Penalty 2975.472535 = -52254.559755
  nChanged 7
		SP:Iteration 2Q (6232.760000 sec): 3 clusters
  Score: Raw -55243.557658 + Penalty 2975.472535 = -52268.085123
  nChanged 1
		SP:Iteration 3Q (6232.770000 sec): 3 clusters
  Score: Raw -55245.543943 + Penalty 2975.472535 = -52270.071408
  nChanged 6
		SP:Iteration 4Q (6232.770000 sec): 3 clusters
  Score: Raw -55263.769637 + Penalty 2975.472535 = -52288.297102
  nChanged 4
		SP:Iteration 5Q (6232.770000 sec): 3 clusters
  Score: Raw -55281.299513 + Penalty 2975.472535 = -52305.826978
  nChanged 5
		SP:Iteration 6Q (6232.770000 sec): 3 clusters
  Score: Raw -55292.043205 + Penalty 2975.472535 = -52316.570671
  nChanged 1
		SP:Iteration 7Q (6232.770000 sec): 3 clusters
  Score: Raw -55294.019737 + Penalty 2975.472535 = -52318.547202
  nChanged 1
		SP:Iteration 8Q (6232.770000 sec): 3 clusters
  Score: Raw -55296.031873 + Penalty 2975.472535 = -52320.559339
  nChanged 2
		SP:Iteration 9Q (6232.770000 sec): 3 clusters
  Score: Raw -55299.979438 + Penalty 2975.472535 = -52324.506903
  nChanged 2
		SP:Iteration 10Q (6232.770000 sec): 3 clusters
  Score: Raw -55305.510522 + Penalty 2975.472535 = -52330.037987
  nChanged 2
		SP:Iteration 11Q (6232.770000 sec): 3 clusters
  Score: Raw -55310.081045 + Penalty 2975.472535 = -52334.608511
  nChanged 3
		SP:Iteration 12Q (6232.780000 sec): 3 clusters
  Score: Raw -55318.326304 + Penalty 2975.472535 = -52342.853770
  nChanged 1
		SP:Iteration 13Q (6232.780000 sec): 3 clusters
  Score: Raw -55319.745729 + Penalty 2975.472535 = -52344.273195
  nChanged 0
		SP:Iteration 14F (6232.780000 sec): 3 clusters
  Score: Raw -55319.745729 + Penalty 2975.472535 = -52344.273195
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.780000 sec): 2 clusters
  Score: Raw -22119.283038 + Penalty 1408.682807 = -20710.600231
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.790000 sec): 3 clusters
  Score: Raw -22499.667008 + Penalty 2817.365614 = -19682.301394
  nChanged 80
		SP:Iteration 1F (6232.790000 sec): 3 clusters
  Score: Raw -23032.045235 + Penalty 2817.365614 = -20214.679621
  nChanged 25
		SP:Iteration 2F (6232.790000 sec): 3 clusters
  Score: Raw -23221.937039 + Penalty 2817.365614 = -20404.571425
  nChanged 6
		SP:Iteration 3Q (6232.790000 sec): 3 clusters
  Score: Raw -23311.391313 + Penalty 2817.365614 = -20494.025699
  nChanged 7
		SP:Iteration 4Q (6232.790000 sec): 3 clusters
  Score: Raw -23390.043645 + Penalty 2817.365614 = -20572.678031
  nChanged 3
		SP:Iteration 5Q (6232.790000 sec): 3 clusters
  Score: Raw -23455.933005 + Penalty 2817.365614 = -20638.567391
  nChanged 3
		SP:Iteration 6Q (6232.790000 sec): 3 clusters
  Score: Raw -23495.886013 + Penalty 2817.365614 = -20678.520399
  nChanged 2
		SP:Iteration 7Q (6232.790000 sec): 3 clusters
  Score: Raw -23516.344653 + Penalty 2817.365614 = -20698.979039
  nChanged 1
		SP:Iteration 8Q (6232.790000 sec): 3 clusters
  Score: Raw -23525.858318 + Penalty 2817.365614 = -20708.492704
  nChanged 2
		SP:Iteration 9Q (6232.790000 sec): 3 clusters
  Score: Raw -23532.681445 + Penalty 2817.365614 = -20715.315831
  nChanged 1
		SP:Iteration 10Q (6232.790000 sec): 3 clusters
  Score: Raw -23535.517114 + Penalty 2817.365614 = -20718.151500
  nChanged 0
		SP:Iteration 11F (6232.790000 sec): 3 clusters
  Score: Raw -23535.517114 + Penalty 2817.365614 = -20718.151500
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 41.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.800000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.800000 sec): 3 clusters
  Score: Raw -29589.915498 + Penalty 2686.385799 = -26903.529699
  nChanged 16
		SP:Iteration 1F (6232.800000 sec): 3 clusters
  Score: Raw -29652.604532 + Penalty 2686.385799 = -26966.218732
  nChanged 5
		SP:Iteration 2Q (6232.800000 sec): 3 clusters
  Score: Raw -29679.225946 + Penalty 2686.385799 = -26992.840146
  nChanged 6
		SP:Iteration 3Q (6232.810000 sec): 3 clusters
  Score: Raw -29705.570251 + Penalty 2686.385799 = -27019.184452
  nChanged 1
		SP:Iteration 4Q (6232.810000 sec): 3 clusters
  Score: Raw -29708.190483 + Penalty 2686.385799 = -27021.804683
  nChanged 0
		SP:Iteration 5F (6232.810000 sec): 3 clusters
  Score: Raw -29708.190483 + Penalty 2686.385799 = -27021.804683
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.810000 sec): 2 clusters
  Score: Raw -45032.003494 + Penalty 1441.162966 = -43590.840528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.810000 sec): 3 clusters
  Score: Raw -45213.514455 + Penalty 2882.325933 = -42331.188522
  nChanged 54
		SP:Iteration 1F (6232.810000 sec): 3 clusters
  Score: Raw -45348.361253 + Penalty 2882.325933 = -42466.035320
  nChanged 14
		SP:Iteration 2Q (6232.810000 sec): 3 clusters
  Score: Raw -45404.548575 + Penalty 2882.325933 = -42522.222642
  nChanged 8
		SP:Iteration 3Q (6232.810000 sec): 3 clusters
  Score: Raw -45433.339200 + Penalty 2882.325933 = -42551.013267
  nChanged 3
		SP:Iteration 4Q (6232.810000 sec): 3 clusters
  Score: Raw -45455.442099 + Penalty 2882.325933 = -42573.116167
  nChanged 1
		SP:Iteration 5Q (6232.820000 sec): 3 clusters
  Score: Raw -45459.615095 + Penalty 2882.325933 = -42577.289162
  nChanged 3
		SP:Iteration 6Q (6232.820000 sec): 3 clusters
  Score: Raw -45477.106164 + Penalty 2882.325933 = -42594.780232
  nChanged 4
		SP:Iteration 7Q (6232.820000 sec): 3 clusters
  Score: Raw -45485.319800 + Penalty 2882.325933 = -42602.993867
  nChanged 2
		SP:Iteration 8Q (6232.820000 sec): 3 clusters
  Score: Raw -45492.723504 + Penalty 2882.325933 = -42610.397571
  nChanged 3
		SP:Iteration 9Q (6232.820000 sec): 3 clusters
  Score: Raw -45511.634301 + Penalty 2882.325933 = -42629.308369
  nChanged 2
		SP:Iteration 10Q (6232.820000 sec): 3 clusters
  Score: Raw -45514.336440 + Penalty 2882.325933 = -42632.010507
  nChanged 0
		SP:Iteration 11F (6232.820000 sec): 3 clusters
  Score: Raw -45514.336440 + Penalty 2882.325933 = -42632.010507
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.830000 sec): 2 clusters
  Score: Raw -55273.799370 + Penalty 1503.241316 = -53770.558054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.830000 sec): 3 clusters
  Score: Raw -55361.927155 + Penalty 3006.482632 = -52355.444524
  nChanged 73
		SP:Iteration 1F (6232.830000 sec): 3 clusters
  Score: Raw -55595.698655 + Penalty 3006.482632 = -52589.216024
  nChanged 21
		SP:Iteration 2Q (6232.830000 sec): 3 clusters
  Score: Raw -55672.322763 + Penalty 3006.482632 = -52665.840131
  nChanged 18
		SP:Iteration 3Q (6232.830000 sec): 3 clusters
  Score: Raw -55748.365637 + Penalty 3006.482632 = -52741.883005
  nChanged 8
		SP:Iteration 4Q (6232.830000 sec): 3 clusters
  Score: Raw -55795.896882 + Penalty 3006.482632 = -52789.414251
  nChanged 6
		SP:Iteration 5Q (6232.840000 sec): 3 clusters
  Score: Raw -55829.086493 + Penalty 3006.482632 = -52822.603861
  nChanged 8
		SP:Iteration 6Q (6232.840000 sec): 3 clusters
  Score: Raw -55900.259949 + Penalty 3006.482632 = -52893.777318
  nChanged 5
		SP:Iteration 7Q (6232.840000 sec): 3 clusters
  Score: Raw -55918.871893 + Penalty 3006.482632 = -52912.389261
  nChanged 4
		SP:Iteration 8Q (6232.840000 sec): 3 clusters
  Score: Raw -55937.370723 + Penalty 3006.482632 = -52930.888092
  nChanged 4
		SP:Iteration 9Q (6232.840000 sec): 3 clusters
  Score: Raw -55957.426958 + Penalty 3006.482632 = -52950.944326
  nChanged 2
		SP:Iteration 10Q (6232.840000 sec): 3 clusters
  Score: Raw -55963.205729 + Penalty 3006.482632 = -52956.723097
  nChanged 2
		SP:Iteration 11Q (6232.850000 sec): 3 clusters
  Score: Raw -55967.856955 + Penalty 3006.482632 = -52961.374323
  nChanged 3
		SP:Iteration 12Q (6232.850000 sec): 3 clusters
  Score: Raw -55972.874184 + Penalty 3006.482632 = -52966.391552
  nChanged 0
		SP:Iteration 13F (6232.850000 sec): 3 clusters
  Score: Raw -55972.874184 + Penalty 3006.482632 = -52966.391552
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 38 (221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.850000 sec): 2 clusters
  Score: Raw -26010.390594 + Penalty 1338.744350 = -24671.646244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.850000 sec): 3 clusters
  Score: Raw -26436.133167 + Penalty 2677.488700 = -23758.644467
  nChanged 37
		SP:Iteration 1F (6232.850000 sec): 3 clusters
  Score: Raw -26618.569373 + Penalty 2677.488700 = -23941.080673
  nChanged 9
		SP:Iteration 2Q (6232.850000 sec): 3 clusters
  Score: Raw -26743.668899 + Penalty 2677.488700 = -24066.180199
  nChanged 6
		SP:Iteration 3Q (6232.850000 sec): 3 clusters
  Score: Raw -26761.372577 + Penalty 2677.488700 = -24083.883877
  nChanged 3
		SP:Iteration 4Q (6232.850000 sec): 3 clusters
  Score: Raw -26772.010649 + Penalty 2677.488700 = -24094.521949
  nChanged 3
		SP:Iteration 5Q (6232.860000 sec): 3 clusters
  Score: Raw -26784.744679 + Penalty 2677.488700 = -24107.255979
  nChanged 5
		SP:Iteration 6Q (6232.860000 sec): 3 clusters
  Score: Raw -26804.117320 + Penalty 2677.488700 = -24126.628620
  nChanged 4
		SP:Iteration 7Q (6232.860000 sec): 3 clusters
  Score: Raw -26817.971002 + Penalty 2677.488700 = -24140.482302
  nChanged 3
		SP:Iteration 8Q (6232.860000 sec): 3 clusters
  Score: Raw -26834.917463 + Penalty 2677.488700 = -24157.428763
  nChanged 3
		SP:Iteration 9Q (6232.860000 sec): 3 clusters
  Score: Raw -26854.377079 + Penalty 2677.488700 = -24176.888379
  nChanged 5
		SP:Iteration 10Q (6232.860000 sec): 3 clusters
  Score: Raw -26881.349500 + Penalty 2677.488700 = -24203.860800
  nChanged 7
		SP:Iteration 11Q (6232.860000 sec): 3 clusters
  Score: Raw -26925.429994 + Penalty 2677.488700 = -24247.941294
  nChanged 6
		SP:Iteration 12Q (6232.860000 sec): 3 clusters
  Score: Raw -26965.719961 + Penalty 2677.488700 = -24288.231261
  nChanged 5
		SP:Iteration 13Q (6232.860000 sec): 3 clusters
  Score: Raw -26998.053548 + Penalty 2677.488700 = -24320.564848
  nChanged 1
		SP:Iteration 14Q (6232.860000 sec): 3 clusters
  Score: Raw -27008.866289 + Penalty 2677.488700 = -24331.377589
  nChanged 0
		SP:Iteration 15F (6232.860000 sec): 3 clusters
  Score: Raw -27009.170792 + Penalty 2677.488700 = -24331.682092
  nChanged 1
		SP:Iteration 16Q (6232.870000 sec): 3 clusters
  Score: Raw -27023.723017 + Penalty 2677.488700 = -24346.234318
  nChanged 0
		SP:Iteration 17F (6232.870000 sec): 3 clusters
  Score: Raw -27023.723017 + Penalty 2677.488700 = -24346.234318
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.870000 sec): 2 clusters
  Score: Raw -68776.888008 + Penalty 1547.588410 = -67229.299598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.870000 sec): 3 clusters
  Score: Raw -68861.797514 + Penalty 3095.176819 = -65766.620695
  nChanged 98
		SP:Iteration 1F (6232.870000 sec): 3 clusters
  Score: Raw -69067.284103 + Penalty 3095.176819 = -65972.107284
  nChanged 31
		SP:Iteration 2F (6232.870000 sec): 3 clusters
  Score: Raw -69144.059103 + Penalty 3095.176819 = -66048.882283
  nChanged 10
		SP:Iteration 3Q (6232.880000 sec): 3 clusters
  Score: Raw -69164.290701 + Penalty 3095.176819 = -66069.113882
  nChanged 4
		SP:Iteration 4Q (6232.880000 sec): 3 clusters
  Score: Raw -69173.529039 + Penalty 3095.176819 = -66078.352220
  nChanged 8
		SP:Iteration 5Q (6232.880000 sec): 3 clusters
  Score: Raw -69191.894947 + Penalty 3095.176819 = -66096.718128
  nChanged 5
		SP:Iteration 6Q (6232.880000 sec): 3 clusters
  Score: Raw -69206.843328 + Penalty 3095.176819 = -66111.666509
  nChanged 7
		SP:Iteration 7Q (6232.890000 sec): 3 clusters
  Score: Raw -69239.014275 + Penalty 3095.176819 = -66143.837456
  nChanged 8
		SP:Iteration 8Q (6232.890000 sec): 3 clusters
  Score: Raw -69280.404433 + Penalty 3095.176819 = -66185.227614
  nChanged 8
		SP:Iteration 9Q (6232.890000 sec): 3 clusters
  Score: Raw -69306.836131 + Penalty 3095.176819 = -66211.659311
  nChanged 3
		SP:Iteration 10Q (6232.890000 sec): 3 clusters
  Score: Raw -69312.623882 + Penalty 3095.176819 = -66217.447063
  nChanged 1
		SP:Iteration 11Q (6232.890000 sec): 3 clusters
  Score: Raw -69315.185820 + Penalty 3095.176819 = -66220.009001
  nChanged 1
		SP:Iteration 12Q (6232.890000 sec): 3 clusters
  Score: Raw -69317.842682 + Penalty 3095.176819 = -66222.665862
  nChanged 1
		SP:Iteration 13Q (6232.890000 sec): 3 clusters
  Score: Raw -69322.810721 + Penalty 3095.176819 = -66227.633902
  nChanged 1
		SP:Iteration 14Q (6232.890000 sec): 3 clusters
  Score: Raw -69324.231723 + Penalty 3095.176819 = -66229.054903
  nChanged 1
		SP:Iteration 15Q (6232.900000 sec): 3 clusters
  Score: Raw -69325.278118 + Penalty 3095.176819 = -66230.101299
  nChanged 0
		SP:Iteration 16F (6232.900000 sec): 3 clusters
  Score: Raw -69325.278118 + Penalty 3095.176819 = -66230.101299
  nChanged 0
Deleting Class 39 (359 points): Lose 2997.386500 but Gain 3374.686117
Iteration 179Q (6243.960000 sec): 41 clusters
  Score: Raw -117640985.137258 + Penalty 134987.444692 = -117505997.692566
  nChanged 384
Iteration 180F (6287.450000 sec): 41 clusters
  Score: Raw -117642208.657814 + Penalty 134987.444692 = -117507221.213122
  nChanged 157
Iteration 181Q (6298.410000 sec): 41 clusters
  Score: Raw -117642519.323695 + Penalty 134987.444692 = -117507531.879003
  nChanged 90
Iteration 182Q (6309.310000 sec): 41 clusters
  Score: Raw -117642611.319381 + Penalty 134987.444692 = -117507623.874689
  nChanged 45
Iteration 183Q (6320.200000 sec): 41 clusters
  Score: Raw -117642631.954084 + Penalty 134987.444692 = -117507644.509392
  nChanged 37
Iteration 184Q (6331.120000 sec): 41 clusters
  Score: Raw -117642647.032334 + Penalty 134987.444692 = -117507659.587642
  nChanged 23
Iteration 185Q (6341.810000 sec): 41 clusters
  Score: Raw -117642664.470348 + Penalty 134987.444692 = -117507677.025656
  nChanged 19
Iteration 186Q (6352.330000 sec): 41 clusters
  Score: Raw -117642671.352317 + Penalty 134987.444692 = -117507683.907625
  nChanged 23
Iteration 187Q (6362.890000 sec): 41 clusters
  Score: Raw -117642705.216646 + Penalty 134987.444692 = -117507717.771954
  nChanged 15
Iteration 188Q (6373.430000 sec): 41 clusters
  Score: Raw -117642715.362433 + Penalty 134987.444692 = -117507727.917741
  nChanged 11
Iteration 189Q (6384.000000 sec): 41 clusters
  Score: Raw -117642733.797918 + Penalty 134987.444692 = -117507746.353226
  nChanged 10
Iteration 190Q (6394.540000 sec): 41 clusters
  Score: Raw -117642741.641863 + Penalty 134987.444692 = -117507754.197171
  nChanged 8
Iteration 191Q (6405.080000 sec): 41 clusters
  Score: Raw -117642742.230345 + Penalty 134987.444692 = -117507754.785653
  nChanged 10
Iteration 192Q (6415.660000 sec): 41 clusters
  Score: Raw -117642742.446261 + Penalty 134987.444692 = -117507755.001569
  nChanged 15
Iteration 193Q (6426.210000 sec): 41 clusters
  Score: Raw -117642742.709418 + Penalty 134987.444692 = -117507755.264726
  nChanged 10
Iteration 194Q (6437.040000 sec): 41 clusters
  Score: Raw -117642743.069810 + Penalty 134987.444692 = -117507755.625118
  nChanged 9
Iteration 195Q (6447.970000 sec): 41 clusters
  Score: Raw -117642743.320188 + Penalty 134987.444692 = -117507755.875496
  nChanged 10
Iteration 196Q (6458.890000 sec): 41 clusters
  Score: Raw -117642744.108273 + Penalty 134987.444692 = -117507756.663581
  nChanged 7
Iteration 197Q (6469.780000 sec): 41 clusters
  Score: Raw -117642744.325489 + Penalty 134987.444692 = -117507756.880797
  nChanged 13
Iteration 198Q (6480.700000 sec): 41 clusters
  Score: Raw -117642744.645599 + Penalty 134987.444692 = -117507757.200907
  nChanged 16
Iteration 199Q (6491.590000 sec): 41 clusters
  Score: Raw -117642745.083986 + Penalty 134987.444692 = -117507757.639294
  nChanged 16
Iteration 200F (6535.170000 sec): 41 clusters
  Score: Raw -117642755.816002 + Penalty 134987.444692 = -117507768.371310
  nChanged 23
Iteration 201Q (6546.060000 sec): 41 clusters
  Score: Raw -117642933.444149 + Penalty 134987.444692 = -117507945.999457
  nChanged 31
Iteration 202Q (6556.970000 sec): 41 clusters
  Score: Raw -117643021.135640 + Penalty 134987.444692 = -117508033.690948
  nChanged 28
Iteration 203Q (6567.880000 sec): 41 clusters
  Score: Raw -117643038.994308 + Penalty 134987.444692 = -117508051.549616
  nChanged 24
Iteration 204Q (6578.800000 sec): 41 clusters
  Score: Raw -117643052.902826 + Penalty 134987.444692 = -117508065.458134
  nChanged 16
Iteration 205Q (6589.720000 sec): 41 clusters
  Score: Raw -117643053.199258 + Penalty 134987.444692 = -117508065.754566
  nChanged 19
Iteration 206Q (6600.630000 sec): 41 clusters
  Score: Raw -117643053.518853 + Penalty 134987.444692 = -117508066.074161
  nChanged 22
Iteration 207Q (6611.510000 sec): 41 clusters
  Score: Raw -117643053.876708 + Penalty 134987.444692 = -117508066.432016
  nChanged 23
Iteration 208Q (6622.390000 sec): 41 clusters
  Score: Raw -117643054.116067 + Penalty 134987.444692 = -117508066.671375
  nChanged 16
Iteration 209Q (6633.290000 sec): 41 clusters
  Score: Raw -117643054.358348 + Penalty 134987.444692 = -117508066.913656
  nChanged 12
Iteration 210Q (6644.180000 sec): 41 clusters
  Score: Raw -117643054.683746 + Penalty 134987.444692 = -117508067.239054
  nChanged 21
Iteration 211Q (6655.060000 sec): 41 clusters
  Score: Raw -117643054.984489 + Penalty 134987.444692 = -117508067.539797
  nChanged 15
Iteration 212Q (6665.950000 sec): 41 clusters
  Score: Raw -117643055.281357 + Penalty 134987.444692 = -117508067.836665
  nChanged 11
Iteration 213Q (6676.830000 sec): 41 clusters
  Score: Raw -117643055.428401 + Penalty 134987.444692 = -117508067.983709
  nChanged 7
Iteration 214Q (6687.730000 sec): 41 clusters
  Score: Raw -117643055.603816 + Penalty 134987.444692 = -117508068.159124
  nChanged 7
Iteration 215Q (6698.620000 sec): 41 clusters
  Score: Raw -117643055.712579 + Penalty 134987.444692 = -117508068.267887
  nChanged 5
Iteration 216Q (6709.560000 sec): 41 clusters
  Score: Raw -117643055.802514 + Penalty 134987.444692 = -117508068.357822
  nChanged 1
Iteration 217Q (6720.490000 sec): 41 clusters
  Score: Raw -117643055.817483 + Penalty 134987.444692 = -117508068.372791
  nChanged 2
Iteration 218Q (6731.400000 sec): 41 clusters
  Score: Raw -117643055.830250 + Penalty 134987.444692 = -117508068.385558
  nChanged 2
Writing temp clu file 
Because OldScore, -117508068.372791, is greater than current (better) Score,-117508068.385558 
 Compute initial score before splitting:   Score: Raw -117643055.830250 + Penalty 134987.444692 = -117508068.385558
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6731.540000 sec): 2 clusters
  Score: Raw -1048042.454021 + Penalty 2200.828394 = -1045841.625627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6731.570000 sec): 3 clusters
  Score: Raw -1044424.376365 + Penalty 4401.656787 = -1040022.719578
  nChanged 2820
		SP:Iteration 1F (6731.600000 sec): 3 clusters
  Score: Raw -1045969.885673 + Penalty 4401.656787 = -1041568.228886
  nChanged 532
		SP:Iteration 2F (6731.620000 sec): 3 clusters
  Score: Raw -1046232.869851 + Penalty 4401.656787 = -1041831.213064
  nChanged 357
		SP:Iteration 3Q (6731.650000 sec): 3 clusters
  Score: Raw -1046398.973173 + Penalty 4401.656787 = -1041997.316386
  nChanged 282
		SP:Iteration 4Q (6731.670000 sec): 3 clusters
  Score: Raw -1046536.774422 + Penalty 4401.656787 = -1042135.117635
  nChanged 245
		SP:Iteration 5Q (6731.700000 sec): 3 clusters
  Score: Raw -1046656.449947 + Penalty 4401.656787 = -1042254.793160
  nChanged 215
		SP:Iteration 6Q (6731.730000 sec): 3 clusters
  Score: Raw -1046759.076743 + Penalty 4401.656787 = -1042357.419956
  nChanged 214
		SP:Iteration 7Q (6731.750000 sec): 3 clusters
  Score: Raw -1046852.910694 + Penalty 4401.656787 = -1042451.253907
  nChanged 185
		SP:Iteration 8Q (6731.780000 sec): 3 clusters
  Score: Raw -1046934.153396 + Penalty 4401.656787 = -1042532.496609
  nChanged 169
		SP:Iteration 9Q (6731.800000 sec): 3 clusters
  Score: Raw -1047013.474814 + Penalty 4401.656787 = -1042611.818027
  nChanged 173
		SP:Iteration 10Q (6731.830000 sec): 3 clusters
  Score: Raw -1047090.630725 + Penalty 4401.656787 = -1042688.973938
  nChanged 156
		SP:Iteration 11Q (6731.860000 sec): 3 clusters
  Score: Raw -1047164.152142 + Penalty 4401.656787 = -1042762.495355
  nChanged 170
		SP:Iteration 12Q (6731.880000 sec): 3 clusters
  Score: Raw -1047247.441706 + Penalty 4401.656787 = -1042845.784919
  nChanged 177
		SP:Iteration 13Q (6731.910000 sec): 3 clusters
  Score: Raw -1047328.630348 + Penalty 4401.656787 = -1042926.973561
  nChanged 153
		SP:Iteration 14Q (6731.930000 sec): 3 clusters
  Score: Raw -1047396.727366 + Penalty 4401.656787 = -1042995.070579
  nChanged 148
		SP:Iteration 15Q (6731.960000 sec): 3 clusters
  Score: Raw -1047460.110543 + Penalty 4401.656787 = -1043058.453756
  nChanged 143
		SP:Iteration 16Q (6731.980000 sec): 3 clusters
  Score: Raw -1047517.111252 + Penalty 4401.656787 = -1043115.454465
  nChanged 112
		SP:Iteration 17Q (6732.010000 sec): 3 clusters
  Score: Raw -1047563.002992 + Penalty 4401.656787 = -1043161.346205
  nChanged 100
		SP:Iteration 18Q (6732.040000 sec): 3 clusters
  Score: Raw -1047602.773893 + Penalty 4401.656787 = -1043201.117106
  nChanged 87
		SP:Iteration 19Q (6732.060000 sec): 3 clusters
  Score: Raw -1047640.094305 + Penalty 4401.656787 = -1043238.437518
  nChanged 101
		SP:Iteration 20F (6732.090000 sec): 3 clusters
  Score: Raw -1047679.507276 + Penalty 4401.656787 = -1043277.850488
  nChanged 83
		SP:Iteration 21Q (6732.110000 sec): 3 clusters
  Score: Raw -1047708.090989 + Penalty 4401.656787 = -1043306.434202
  nChanged 78
		SP:Iteration 22Q (6732.140000 sec): 3 clusters
  Score: Raw -1047738.330570 + Penalty 4401.656787 = -1043336.673783
  nChanged 78
		SP:Iteration 23Q (6732.160000 sec): 3 clusters
  Score: Raw -1047767.844403 + Penalty 4401.656787 = -1043366.187616
  nChanged 79
		SP:Iteration 24Q (6732.190000 sec): 3 clusters
  Score: Raw -1047797.041549 + Penalty 4401.656787 = -1043395.384761
  nChanged 69
		SP:Iteration 25Q (6732.220000 sec): 3 clusters
  Score: Raw -1047830.148627 + Penalty 4401.656787 = -1043428.491840
  nChanged 81
		SP:Iteration 26Q (6732.240000 sec): 3 clusters
  Score: Raw -1047864.728482 + Penalty 4401.656787 = -1043463.071695
  nChanged 76
		SP:Iteration 27Q (6732.260000 sec): 3 clusters
  Score: Raw -1047897.906863 + Penalty 4401.656787 = -1043496.250076
  nChanged 64
		SP:Iteration 28Q (6732.290000 sec): 3 clusters
  Score: Raw -1047925.134426 + Penalty 4401.656787 = -1043523.477639
  nChanged 56
		SP:Iteration 29Q (6732.320000 sec): 3 clusters
  Score: Raw -1047946.819003 + Penalty 4401.656787 = -1043545.162216
  nChanged 44
		SP:Iteration 30Q (6732.340000 sec): 3 clusters
  Score: Raw -1047964.038738 + Penalty 4401.656787 = -1043562.381951
  nChanged 49
		SP:Iteration 31Q (6732.370000 sec): 3 clusters
  Score: Raw -1047984.105658 + Penalty 4401.656787 = -1043582.448871
  nChanged 38
		SP:Iteration 32Q (6732.390000 sec): 3 clusters
  Score: Raw -1047997.810285 + Penalty 4401.656787 = -1043596.153498
  nChanged 36
		SP:Iteration 33Q (6732.420000 sec): 3 clusters
  Score: Raw -1048013.421514 + Penalty 4401.656787 = -1043611.764727
  nChanged 29
		SP:Iteration 34Q (6732.440000 sec): 3 clusters
  Score: Raw -1048025.917007 + Penalty 4401.656787 = -1043624.260220
  nChanged 30
		SP:Iteration 35Q (6732.470000 sec): 3 clusters
  Score: Raw -1048038.319348 + Penalty 4401.656787 = -1043636.662561
  nChanged 33
		SP:Iteration 36Q (6732.490000 sec): 3 clusters
  Score: Raw -1048053.504252 + Penalty 4401.656787 = -1043651.847465
  nChanged 31
		SP:Iteration 37Q (6732.520000 sec): 3 clusters
  Score: Raw -1048071.017669 + Penalty 4401.656787 = -1043669.360882
  nChanged 37
		SP:Iteration 38Q (6732.540000 sec): 3 clusters
  Score: Raw -1048088.695756 + Penalty 4401.656787 = -1043687.038969
  nChanged 20
		SP:Iteration 39Q (6732.570000 sec): 3 clusters
  Score: Raw -1048098.199347 + Penalty 4401.656787 = -1043696.542560
  nChanged 21
		SP:Iteration 40F (6732.590000 sec): 3 clusters
  Score: Raw -1048107.637406 + Penalty 4401.656787 = -1043705.980619
  nChanged 18
		SP:Iteration 41Q (6732.620000 sec): 3 clusters
  Score: Raw -1048117.292199 + Penalty 4401.656787 = -1043715.635412
  nChanged 23
		SP:Iteration 42Q (6732.640000 sec): 3 clusters
  Score: Raw -1048129.618312 + Penalty 4401.656787 = -1043727.961525
  nChanged 20
		SP:Iteration 43Q (6732.670000 sec): 3 clusters
  Score: Raw -1048139.342200 + Penalty 4401.656787 = -1043737.685412
  nChanged 14
		SP:Iteration 44Q (6732.690000 sec): 3 clusters
  Score: Raw -1048146.596352 + Penalty 4401.656787 = -1043744.939565
  nChanged 19
		SP:Iteration 45Q (6732.720000 sec): 3 clusters
  Score: Raw -1048156.619165 + Penalty 4401.656787 = -1043754.962377
  nChanged 19
		SP:Iteration 46Q (6732.740000 sec): 3 clusters
  Score: Raw -1048167.850715 + Penalty 4401.656787 = -1043766.193928
  nChanged 21
		SP:Iteration 47Q (6732.770000 sec): 3 clusters
  Score: Raw -1048176.319376 + Penalty 4401.656787 = -1043774.662589
  nChanged 15
		SP:Iteration 48Q (6732.790000 sec): 3 clusters
  Score: Raw -1048183.644873 + Penalty 4401.656787 = -1043781.988085
  nChanged 13
		SP:Iteration 49Q (6732.820000 sec): 3 clusters
  Score: Raw -1048190.344717 + Penalty 4401.656787 = -1043788.687930
  nChanged 12
		SP:Iteration 50Q (6732.840000 sec): 3 clusters
  Score: Raw -1048194.248916 + Penalty 4401.656787 = -1043792.592129
  nChanged 9
		SP:Iteration 51Q (6732.860000 sec): 3 clusters
  Score: Raw -1048197.670111 + Penalty 4401.656787 = -1043796.013324
  nChanged 8
		SP:Iteration 52Q (6732.890000 sec): 3 clusters
  Score: Raw -1048201.176080 + Penalty 4401.656787 = -1043799.519293
  nChanged 5
		SP:Iteration 53Q (6732.910000 sec): 3 clusters
  Score: Raw -1048203.434301 + Penalty 4401.656787 = -1043801.777514
  nChanged 5
		SP:Iteration 54Q (6732.940000 sec): 3 clusters
  Score: Raw -1048204.761159 + Penalty 4401.656787 = -1043803.104372
  nChanged 4
		SP:Iteration 55Q (6732.960000 sec): 3 clusters
  Score: Raw -1048206.690418 + Penalty 4401.656787 = -1043805.033631
  nChanged 9
		SP:Iteration 56Q (6732.990000 sec): 3 clusters
  Score: Raw -1048210.298104 + Penalty 4401.656787 = -1043808.641316
  nChanged 5
		SP:Iteration 57Q (6733.020000 sec): 3 clusters
  Score: Raw -1048212.489329 + Penalty 4401.656787 = -1043810.832542
  nChanged 3
		SP:Iteration 58Q (6733.040000 sec): 3 clusters
  Score: Raw -1048213.993284 + Penalty 4401.656787 = -1043812.336497
  nChanged 1
		SP:Iteration 59Q (6733.070000 sec): 3 clusters
  Score: Raw -1048214.432047 + Penalty 4401.656787 = -1043812.775260
  nChanged 1
		SP:Iteration 60F (6733.090000 sec): 3 clusters
  Score: Raw -1048215.120827 + Penalty 4401.656787 = -1043813.464040
  nChanged 2
		SP:Iteration 61Q (6733.120000 sec): 3 clusters
  Score: Raw -1048216.666163 + Penalty 4401.656787 = -1043815.009375
  nChanged 3
		SP:Iteration 62Q (6733.140000 sec): 3 clusters
  Score: Raw -1048217.699178 + Penalty 4401.656787 = -1043816.042391
  nChanged 1
		SP:Iteration 63Q (6733.170000 sec): 3 clusters
  Score: Raw -1048217.941504 + Penalty 4401.656787 = -1043816.284717
  nChanged 0
		SP:Iteration 64F (6733.190000 sec): 3 clusters
  Score: Raw -1048217.941504 + Penalty 4401.656787 = -1043816.284717
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6733.210000 sec): 2 clusters
  Score: Raw -1060798.668335 + Penalty 2207.505127 = -1058591.163208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6733.240000 sec): 3 clusters
  Score: Raw -1056983.523501 + Penalty 4415.010255 = -1052568.513246
  nChanged 2947
		SP:Iteration 1F (6733.270000 sec): 3 clusters
  Score: Raw -1058596.487159 + Penalty 4415.010255 = -1054181.476904
  nChanged 564
		SP:Iteration 2F (6733.290000 sec): 3 clusters
  Score: Raw -1058898.482465 + Penalty 4415.010255 = -1054483.472210
  nChanged 403
		SP:Iteration 3F (6733.320000 sec): 3 clusters
  Score: Raw -1059091.882028 + Penalty 4415.010255 = -1054676.871773
  nChanged 306
		SP:Iteration 4Q (6733.350000 sec): 3 clusters
  Score: Raw -1059230.663093 + Penalty 4415.010255 = -1054815.652838
  nChanged 254
		SP:Iteration 5Q (6733.370000 sec): 3 clusters
  Score: Raw -1059348.450556 + Penalty 4415.010255 = -1054933.440302
  nChanged 243
		SP:Iteration 6Q (6733.400000 sec): 3 clusters
  Score: Raw -1059456.395922 + Penalty 4415.010255 = -1055041.385667
  nChanged 195
		SP:Iteration 7Q (6733.430000 sec): 3 clusters
  Score: Raw -1059538.857306 + Penalty 4415.010255 = -1055123.847051
  nChanged 172
		SP:Iteration 8Q (6733.450000 sec): 3 clusters
  Score: Raw -1059615.794794 + Penalty 4415.010255 = -1055200.784540
  nChanged 162
		SP:Iteration 9Q (6733.480000 sec): 3 clusters
  Score: Raw -1059686.183634 + Penalty 4415.010255 = -1055271.173379
  nChanged 176
		SP:Iteration 10Q (6733.510000 sec): 3 clusters
  Score: Raw -1059754.621454 + Penalty 4415.010255 = -1055339.611200
  nChanged 147
		SP:Iteration 11Q (6733.530000 sec): 3 clusters
  Score: Raw -1059815.116641 + Penalty 4415.010255 = -1055400.106386
  nChanged 137
		SP:Iteration 12Q (6733.560000 sec): 3 clusters
  Score: Raw -1059869.190460 + Penalty 4415.010255 = -1055454.180206
  nChanged 134
		SP:Iteration 13Q (6733.590000 sec): 3 clusters
  Score: Raw -1059927.900550 + Penalty 4415.010255 = -1055512.890295
  nChanged 139
		SP:Iteration 14Q (6733.610000 sec): 3 clusters
  Score: Raw -1059992.048164 + Penalty 4415.010255 = -1055577.037910
  nChanged 140
		SP:Iteration 15Q (6733.640000 sec): 3 clusters
  Score: Raw -1060056.672469 + Penalty 4415.010255 = -1055641.662215
  nChanged 154
		SP:Iteration 16Q (6733.670000 sec): 3 clusters
  Score: Raw -1060131.401048 + Penalty 4415.010255 = -1055716.390794
  nChanged 168
		SP:Iteration 17Q (6733.690000 sec): 3 clusters
  Score: Raw -1060222.706203 + Penalty 4415.010255 = -1055807.695948
  nChanged 172
		SP:Iteration 18Q (6733.720000 sec): 3 clusters
  Score: Raw -1060325.095348 + Penalty 4415.010255 = -1055910.085093
  nChanged 189
		SP:Iteration 19Q (6733.740000 sec): 3 clusters
  Score: Raw -1060429.284577 + Penalty 4415.010255 = -1056014.274322
  nChanged 140
		SP:Iteration 20F (6733.770000 sec): 3 clusters
  Score: Raw -1060495.409410 + Penalty 4415.010255 = -1056080.399156
  nChanged 126
		SP:Iteration 21Q (6733.790000 sec): 3 clusters
  Score: Raw -1060555.924803 + Penalty 4415.010255 = -1056140.914548
  nChanged 104
		SP:Iteration 22Q (6733.820000 sec): 3 clusters
  Score: Raw -1060611.851760 + Penalty 4415.010255 = -1056196.841506
  nChanged 103
		SP:Iteration 23Q (6733.850000 sec): 3 clusters
  Score: Raw -1060666.618495 + Penalty 4415.010255 = -1056251.608240
  nChanged 88
		SP:Iteration 24Q (6733.870000 sec): 3 clusters
  Score: Raw -1060709.695475 + Penalty 4415.010255 = -1056294.685220
  nChanged 71
		SP:Iteration 25Q (6733.900000 sec): 3 clusters
  Score: Raw -1060736.496224 + Penalty 4415.010255 = -1056321.485969
  nChanged 50
		SP:Iteration 26Q (6733.920000 sec): 3 clusters
  Score: Raw -1060752.710890 + Penalty 4415.010255 = -1056337.700635
  nChanged 43
		SP:Iteration 27Q (6733.950000 sec): 3 clusters
  Score: Raw -1060765.188574 + Penalty 4415.010255 = -1056350.178319
  nChanged 41
		SP:Iteration 28Q (6733.970000 sec): 3 clusters
  Score: Raw -1060781.867593 + Penalty 4415.010255 = -1056366.857338
  nChanged 38
		SP:Iteration 29Q (6734.000000 sec): 3 clusters
  Score: Raw -1060795.563226 + Penalty 4415.010255 = -1056380.552971
  nChanged 38
		SP:Iteration 30Q (6734.020000 sec): 3 clusters
  Score: Raw -1060806.207648 + Penalty 4415.010255 = -1056391.197394
  nChanged 36
		SP:Iteration 31Q (6734.050000 sec): 3 clusters
  Score: Raw -1060818.113047 + Penalty 4415.010255 = -1056403.102793
  nChanged 31
		SP:Iteration 32Q (6734.070000 sec): 3 clusters
  Score: Raw -1060826.610018 + Penalty 4415.010255 = -1056411.599763
  nChanged 25
		SP:Iteration 33Q (6734.100000 sec): 3 clusters
  Score: Raw -1060834.682970 + Penalty 4415.010255 = -1056419.672715
  nChanged 20
		SP:Iteration 34Q (6734.120000 sec): 3 clusters
  Score: Raw -1060842.037837 + Penalty 4415.010255 = -1056427.027583
  nChanged 25
		SP:Iteration 35Q (6734.150000 sec): 3 clusters
  Score: Raw -1060847.958006 + Penalty 4415.010255 = -1056432.947751
  nChanged 20
		SP:Iteration 36Q (6734.170000 sec): 3 clusters
  Score: Raw -1060853.157206 + Penalty 4415.010255 = -1056438.146951
  nChanged 14
		SP:Iteration 37Q (6734.200000 sec): 3 clusters
  Score: Raw -1060856.250444 + Penalty 4415.010255 = -1056441.240189
  nChanged 8
		SP:Iteration 38Q (6734.220000 sec): 3 clusters
  Score: Raw -1060858.007340 + Penalty 4415.010255 = -1056442.997086
  nChanged 3
		SP:Iteration 39Q (6734.250000 sec): 3 clusters
  Score: Raw -1060858.419563 + Penalty 4415.010255 = -1056443.409308
  nChanged 3
		SP:Iteration 40F (6734.270000 sec): 3 clusters
  Score: Raw -1060859.151133 + Penalty 4415.010255 = -1056444.140878
  nChanged 4
		SP:Iteration 41Q (6734.300000 sec): 3 clusters
  Score: Raw -1060860.106253 + Penalty 4415.010255 = -1056445.095998
  nChanged 3
		SP:Iteration 42Q (6734.330000 sec): 3 clusters
  Score: Raw -1060860.431113 + Penalty 4415.010255 = -1056445.420858
  nChanged 1
		SP:Iteration 43Q (6734.350000 sec): 3 clusters
  Score: Raw -1060860.562328 + Penalty 4415.010255 = -1056445.552073
  nChanged 1
		SP:Iteration 44Q (6734.370000 sec): 3 clusters
  Score: Raw -1060860.626349 + Penalty 4415.010255 = -1056445.616094
  nChanged 1
		SP:Iteration 45Q (6734.400000 sec): 3 clusters
  Score: Raw -1060860.686770 + Penalty 4415.010255 = -1056445.676515
  nChanged 1
		SP:Iteration 46Q (6734.420000 sec): 3 clusters
  Score: Raw -1060860.815944 + Penalty 4415.010255 = -1056445.805690
  nChanged 0
		SP:Iteration 47F (6734.450000 sec): 3 clusters
  Score: Raw -1060860.815944 + Penalty 4415.010255 = -1056445.805690
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6734.540000 sec): 2 clusters
  Score: Raw -4013511.325887 + Penalty 2532.029182 = -4010979.296705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6734.640000 sec): 3 clusters
  Score: Raw -3997253.397335 + Penalty 5064.058364 = -3992189.338971
  nChanged 12311
		SP:Iteration 1F (6734.740000 sec): 3 clusters
  Score: Raw -4003771.099468 + Penalty 5064.058364 = -3998707.041104
  nChanged 1250
		SP:Iteration 2Q (6734.850000 sec): 3 clusters
  Score: Raw -4004152.214045 + Penalty 5064.058364 = -3999088.155681
  nChanged 1075
		SP:Iteration 3Q (6734.950000 sec): 3 clusters
  Score: Raw -4004451.324243 + Penalty 5064.058364 = -3999387.265878
  nChanged 929
		SP:Iteration 4Q (6735.050000 sec): 3 clusters
  Score: Raw -4004693.504475 + Penalty 5064.058364 = -3999629.446111
  nChanged 812
		SP:Iteration 5Q (6735.150000 sec): 3 clusters
  Score: Raw -4004887.553128 + Penalty 5064.058364 = -3999823.494764
  nChanged 701
		SP:Iteration 6Q (6735.250000 sec): 3 clusters
  Score: Raw -4005065.149713 + Penalty 5064.058364 = -4000001.091349
  nChanged 681
		SP:Iteration 7Q (6735.350000 sec): 3 clusters
  Score: Raw -4005233.570830 + Penalty 5064.058364 = -4000169.512466
  nChanged 623
		SP:Iteration 8Q (6735.450000 sec): 3 clusters
  Score: Raw -4005399.834173 + Penalty 5064.058364 = -4000335.775809
  nChanged 627
		SP:Iteration 9Q (6735.560000 sec): 3 clusters
  Score: Raw -4005593.519000 + Penalty 5064.058364 = -4000529.460636
  nChanged 683
		SP:Iteration 10Q (6735.660000 sec): 3 clusters
  Score: Raw -4005853.039004 + Penalty 5064.058364 = -4000788.980639
  nChanged 831
		SP:Iteration 11Q (6735.760000 sec): 3 clusters
  Score: Raw -4006227.844146 + Penalty 5064.058364 = -4001163.785781
  nChanged 930
		SP:Iteration 12Q (6735.860000 sec): 3 clusters
  Score: Raw -4006718.627196 + Penalty 5064.058364 = -4001654.568832
  nChanged 1106
		SP:Iteration 13Q (6735.960000 sec): 3 clusters
  Score: Raw -4007406.822955 + Penalty 5064.058364 = -4002342.764590
  nChanged 1207
		SP:Iteration 14Q (6736.060000 sec): 3 clusters
  Score: Raw -4008235.279986 + Penalty 5064.058364 = -4003171.221622
  nChanged 1262
		SP:Iteration 15Q (6736.160000 sec): 3 clusters
  Score: Raw -4009186.673822 + Penalty 5064.058364 = -4004122.615458
  nChanged 1260
		SP:Iteration 16Q (6736.260000 sec): 3 clusters
  Score: Raw -4010176.182686 + Penalty 5064.058364 = -4005112.124322
  nChanged 1160
		SP:Iteration 17Q (6736.350000 sec): 3 clusters
  Score: Raw -4011035.386516 + Penalty 5064.058364 = -4005971.328152
  nChanged 952
		SP:Iteration 18Q (6736.440000 sec): 3 clusters
  Score: Raw -4011713.883775 + Penalty 5064.058364 = -4006649.825411
  nChanged 782
		SP:Iteration 19Q (6736.530000 sec): 3 clusters
  Score: Raw -4012260.889287 + Penalty 5064.058364 = -4007196.830923
  nChanged 617
		SP:Iteration 20F (6736.630000 sec): 3 clusters
  Score: Raw -4012689.941294 + Penalty 5064.058364 = -4007625.882929
  nChanged 476
		SP:Iteration 21Q (6736.710000 sec): 3 clusters
  Score: Raw -4013012.260500 + Penalty 5064.058364 = -4007948.202136
  nChanged 329
		SP:Iteration 22Q (6736.790000 sec): 3 clusters
  Score: Raw -4013229.637773 + Penalty 5064.058364 = -4008165.579409
  nChanged 249
		SP:Iteration 23Q (6736.870000 sec): 3 clusters
  Score: Raw -4013391.213885 + Penalty 5064.058364 = -4008327.155521
  nChanged 163
		SP:Iteration 24Q (6736.950000 sec): 3 clusters
  Score: Raw -4013499.780873 + Penalty 5064.058364 = -4008435.722509
  nChanged 116
		SP:Iteration 25Q (6737.020000 sec): 3 clusters
  Score: Raw -4013580.192415 + Penalty 5064.058364 = -4008516.134051
  nChanged 85
		SP:Iteration 26Q (6737.090000 sec): 3 clusters
  Score: Raw -4013633.859232 + Penalty 5064.058364 = -4008569.800867
  nChanged 51
		SP:Iteration 27Q (6737.170000 sec): 3 clusters
  Score: Raw -4013669.316675 + Penalty 5064.058364 = -4008605.258310
  nChanged 61
		SP:Iteration 28Q (6737.240000 sec): 3 clusters
  Score: Raw -4013718.141502 + Penalty 5064.058364 = -4008654.083138
  nChanged 41
		SP:Iteration 29Q (6737.310000 sec): 3 clusters
  Score: Raw -4013749.452844 + Penalty 5064.058364 = -4008685.394480
  nChanged 31
		SP:Iteration 30Q (6737.380000 sec): 3 clusters
  Score: Raw -4013772.661038 + Penalty 5064.058364 = -4008708.602674
  nChanged 34
		SP:Iteration 31Q (6737.450000 sec): 3 clusters
  Score: Raw -4013796.439405 + Penalty 5064.058364 = -4008732.381041
  nChanged 17
		SP:Iteration 32Q (6737.530000 sec): 3 clusters
  Score: Raw -4013809.064197 + Penalty 5064.058364 = -4008745.005833
  nChanged 11
		SP:Iteration 33Q (6737.590000 sec): 3 clusters
  Score: Raw -4013814.827890 + Penalty 5064.058364 = -4008750.769526
  nChanged 7
		SP:Iteration 34Q (6737.670000 sec): 3 clusters
  Score: Raw -4013819.526828 + Penalty 5064.058364 = -4008755.468464
  nChanged 10
		SP:Iteration 35Q (6737.740000 sec): 3 clusters
  Score: Raw -4013829.344710 + Penalty 5064.058364 = -4008765.286346
  nChanged 14
		SP:Iteration 36Q (6737.810000 sec): 3 clusters
  Score: Raw -4013840.754113 + Penalty 5064.058364 = -4008776.695749
  nChanged 8
		SP:Iteration 37Q (6737.880000 sec): 3 clusters
  Score: Raw -4013847.828905 + Penalty 5064.058364 = -4008783.770541
  nChanged 5
		SP:Iteration 38Q (6737.950000 sec): 3 clusters
  Score: Raw -4013850.701965 + Penalty 5064.058364 = -4008786.643601
  nChanged 5
		SP:Iteration 39Q (6738.020000 sec): 3 clusters
  Score: Raw -4013855.499946 + Penalty 5064.058364 = -4008791.441582
  nChanged 5
		SP:Iteration 40F (6738.110000 sec): 3 clusters
  Score: Raw -4013858.678203 + Penalty 5064.058364 = -4008794.619839
  nChanged 9
		SP:Iteration 41Q (6738.190000 sec): 3 clusters
  Score: Raw -4013864.596741 + Penalty 5064.058364 = -4008800.538376
  nChanged 6
		SP:Iteration 42Q (6738.260000 sec): 3 clusters
  Score: Raw -4013870.201449 + Penalty 5064.058364 = -4008806.143085
  nChanged 7
		SP:Iteration 43Q (6738.330000 sec): 3 clusters
  Score: Raw -4013876.001680 + Penalty 5064.058364 = -4008811.943316
  nChanged 6
		SP:Iteration 44Q (6738.400000 sec): 3 clusters
  Score: Raw -4013880.369217 + Penalty 5064.058364 = -4008816.310853
  nChanged 3
		SP:Iteration 45Q (6738.470000 sec): 3 clusters
  Score: Raw -4013883.151985 + Penalty 5064.058364 = -4008819.093621
  nChanged 5
		SP:Iteration 46Q (6738.540000 sec): 3 clusters
  Score: Raw -4013888.122267 + Penalty 5064.058364 = -4008824.063902
  nChanged 7
		SP:Iteration 47Q (6738.610000 sec): 3 clusters
  Score: Raw -4013893.434485 + Penalty 5064.058364 = -4008829.376121
  nChanged 8
		SP:Iteration 48Q (6738.680000 sec): 3 clusters
  Score: Raw -4013898.957004 + Penalty 5064.058364 = -4008834.898640
  nChanged 4
		SP:Iteration 49Q (6738.750000 sec): 3 clusters
  Score: Raw -4013901.916498 + Penalty 5064.058364 = -4008837.858133
  nChanged 4
		SP:Iteration 50Q (6738.820000 sec): 3 clusters
  Score: Raw -4013904.233402 + Penalty 5064.058364 = -4008840.175038
  nChanged 1
		SP:Iteration 51Q (6738.890000 sec): 3 clusters
  Score: Raw -4013904.645700 + Penalty 5064.058364 = -4008840.587336
  nChanged 0
		SP:Iteration 52F (6738.990000 sec): 3 clusters
  Score: Raw -4013904.645700 + Penalty 5064.058364 = -4008840.587336
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6739.060000 sec): 2 clusters
  Score: Raw -3334787.860779 + Penalty 2501.838032 = -3332286.022746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6739.150000 sec): 3 clusters
  Score: Raw -3320555.265943 + Penalty 5003.676065 = -3315551.589878
  nChanged 10692
		SP:Iteration 1F (6739.240000 sec): 3 clusters
  Score: Raw -3326361.402803 + Penalty 5003.676065 = -3321357.726739
  nChanged 1255
		SP:Iteration 2F (6739.330000 sec): 3 clusters
  Score: Raw -3326828.658046 + Penalty 5003.676065 = -3321824.981981
  nChanged 1119
		SP:Iteration 3Q (6739.420000 sec): 3 clusters
  Score: Raw -3327216.713232 + Penalty 5003.676065 = -3322213.037168
  nChanged 1011
		SP:Iteration 4Q (6739.500000 sec): 3 clusters
  Score: Raw -3327568.832484 + Penalty 5003.676065 = -3322565.156419
  nChanged 926
		SP:Iteration 5Q (6739.600000 sec): 3 clusters
  Score: Raw -3327902.679805 + Penalty 5003.676065 = -3322899.003741
  nChanged 912
		SP:Iteration 6Q (6739.680000 sec): 3 clusters
  Score: Raw -3328234.622215 + Penalty 5003.676065 = -3323230.946151
  nChanged 897
		SP:Iteration 7Q (6739.770000 sec): 3 clusters
  Score: Raw -3328567.129570 + Penalty 5003.676065 = -3323563.453506
  nChanged 891
		SP:Iteration 8Q (6739.860000 sec): 3 clusters
  Score: Raw -3328922.665157 + Penalty 5003.676065 = -3323918.989092
  nChanged 912
		SP:Iteration 9Q (6739.950000 sec): 3 clusters
  Score: Raw -3329334.003587 + Penalty 5003.676065 = -3324330.327522
  nChanged 948
		SP:Iteration 10Q (6740.040000 sec): 3 clusters
  Score: Raw -3329786.233200 + Penalty 5003.676065 = -3324782.557136
  nChanged 962
		SP:Iteration 11Q (6740.130000 sec): 3 clusters
  Score: Raw -3330250.905532 + Penalty 5003.676065 = -3325247.229467
  nChanged 916
		SP:Iteration 12Q (6740.220000 sec): 3 clusters
  Score: Raw -3330730.975100 + Penalty 5003.676065 = -3325727.299036
  nChanged 907
		SP:Iteration 13Q (6740.300000 sec): 3 clusters
  Score: Raw -3331189.359672 + Penalty 5003.676065 = -3326185.683607
  nChanged 796
		SP:Iteration 14Q (6740.390000 sec): 3 clusters
  Score: Raw -3331563.897505 + Penalty 5003.676065 = -3326560.221441
  nChanged 715
		SP:Iteration 15Q (6740.480000 sec): 3 clusters
  Score: Raw -3331865.504108 + Penalty 5003.676065 = -3326861.828043
  nChanged 578
		SP:Iteration 16Q (6740.560000 sec): 3 clusters
  Score: Raw -3332073.054576 + Penalty 5003.676065 = -3327069.378512
  nChanged 464
		SP:Iteration 17Q (6740.650000 sec): 3 clusters
  Score: Raw -3332204.950255 + Penalty 5003.676065 = -3327201.274190
  nChanged 343
		SP:Iteration 18Q (6740.740000 sec): 3 clusters
  Score: Raw -3332296.147490 + Penalty 5003.676065 = -3327292.471425
  nChanged 262
		SP:Iteration 19Q (6740.820000 sec): 3 clusters
  Score: Raw -3332362.356236 + Penalty 5003.676065 = -3327358.680171
  nChanged 235
		SP:Iteration 20F (6740.910000 sec): 3 clusters
  Score: Raw -3332416.850713 + Penalty 5003.676065 = -3327413.174648
  nChanged 203
		SP:Iteration 21Q (6741.000000 sec): 3 clusters
  Score: Raw -3332456.866154 + Penalty 5003.676065 = -3327453.190090
  nChanged 171
		SP:Iteration 22Q (6741.080000 sec): 3 clusters
  Score: Raw -3332487.613296 + Penalty 5003.676065 = -3327483.937232
  nChanged 143
		SP:Iteration 23Q (6741.170000 sec): 3 clusters
  Score: Raw -3332511.061466 + Penalty 5003.676065 = -3327507.385402
  nChanged 132
		SP:Iteration 24Q (6741.250000 sec): 3 clusters
  Score: Raw -3332529.791616 + Penalty 5003.676065 = -3327526.115551
  nChanged 123
		SP:Iteration 25Q (6741.340000 sec): 3 clusters
  Score: Raw -3332550.213614 + Penalty 5003.676065 = -3327546.537549
  nChanged 137
		SP:Iteration 26Q (6741.420000 sec): 3 clusters
  Score: Raw -3332571.546788 + Penalty 5003.676065 = -3327567.870723
  nChanged 124
		SP:Iteration 27Q (6741.500000 sec): 3 clusters
  Score: Raw -3332589.471796 + Penalty 5003.676065 = -3327585.795731
  nChanged 117
		SP:Iteration 28Q (6741.590000 sec): 3 clusters
  Score: Raw -3332611.079779 + Penalty 5003.676065 = -3327607.403715
  nChanged 138
		SP:Iteration 29Q (6741.680000 sec): 3 clusters
  Score: Raw -3332636.790838 + Penalty 5003.676065 = -3327633.114773
  nChanged 143
		SP:Iteration 30Q (6741.760000 sec): 3 clusters
  Score: Raw -3332667.435131 + Penalty 5003.676065 = -3327663.759066
  nChanged 154
		SP:Iteration 31Q (6741.840000 sec): 3 clusters
  Score: Raw -3332704.256612 + Penalty 5003.676065 = -3327700.580548
  nChanged 150
		SP:Iteration 32Q (6741.930000 sec): 3 clusters
  Score: Raw -3332736.753209 + Penalty 5003.676065 = -3327733.077145
  nChanged 162
		SP:Iteration 33Q (6742.010000 sec): 3 clusters
  Score: Raw -3332769.737243 + Penalty 5003.676065 = -3327766.061179
  nChanged 156
		SP:Iteration 34Q (6742.090000 sec): 3 clusters
  Score: Raw -3332800.010662 + Penalty 5003.676065 = -3327796.334597
  nChanged 161
		SP:Iteration 35Q (6742.180000 sec): 3 clusters
  Score: Raw -3332832.241648 + Penalty 5003.676065 = -3327828.565583
  nChanged 160
		SP:Iteration 36Q (6742.260000 sec): 3 clusters
  Score: Raw -3332861.714746 + Penalty 5003.676065 = -3327858.038681
  nChanged 143
		SP:Iteration 37Q (6742.340000 sec): 3 clusters
  Score: Raw -3332888.579453 + Penalty 5003.676065 = -3327884.903388
  nChanged 131
		SP:Iteration 38Q (6742.430000 sec): 3 clusters
  Score: Raw -3332914.029049 + Penalty 5003.676065 = -3327910.352984
  nChanged 136
		SP:Iteration 39Q (6742.510000 sec): 3 clusters
  Score: Raw -3332940.668609 + Penalty 5003.676065 = -3327936.992545
  nChanged 129
		SP:Iteration 40F (6742.600000 sec): 3 clusters
  Score: Raw -3332966.128018 + Penalty 5003.676065 = -3327962.451953
  nChanged 145
		SP:Iteration 41Q (6742.680000 sec): 3 clusters
  Score: Raw -3332998.712147 + Penalty 5003.676065 = -3327995.036082
  nChanged 149
		SP:Iteration 42Q (6742.770000 sec): 3 clusters
  Score: Raw -3333036.049462 + Penalty 5003.676065 = -3328032.373397
  nChanged 155
		SP:Iteration 43Q (6742.850000 sec): 3 clusters
  Score: Raw -3333068.564574 + Penalty 5003.676065 = -3328064.888509
  nChanged 154
		SP:Iteration 44Q (6742.930000 sec): 3 clusters
  Score: Raw -3333099.190369 + Penalty 5003.676065 = -3328095.514304
  nChanged 136
		SP:Iteration 45Q (6743.020000 sec): 3 clusters
  Score: Raw -3333124.021653 + Penalty 5003.676065 = -3328120.345589
  nChanged 133
		SP:Iteration 46Q (6743.100000 sec): 3 clusters
  Score: Raw -3333143.822078 + Penalty 5003.676065 = -3328140.146014
  nChanged 111
		SP:Iteration 47Q (6743.180000 sec): 3 clusters
  Score: Raw -3333161.199217 + Penalty 5003.676065 = -3328157.523152
  nChanged 115
		SP:Iteration 48Q (6743.260000 sec): 3 clusters
  Score: Raw -3333181.256718 + Penalty 5003.676065 = -3328177.580653
  nChanged 123
		SP:Iteration 49Q (6743.340000 sec): 3 clusters
  Score: Raw -3333202.251342 + Penalty 5003.676065 = -3328198.575278
  nChanged 121
		SP:Iteration 50Q (6743.420000 sec): 3 clusters
  Score: Raw -3333226.078959 + Penalty 5003.676065 = -3328222.402895
  nChanged 115
		SP:Iteration 51Q (6743.510000 sec): 3 clusters
  Score: Raw -3333245.827048 + Penalty 5003.676065 = -3328242.150983
  nChanged 101
		SP:Iteration 52Q (6743.590000 sec): 3 clusters
  Score: Raw -3333263.952163 + Penalty 5003.676065 = -3328260.276098
  nChanged 106
		SP:Iteration 53Q (6743.670000 sec): 3 clusters
  Score: Raw -3333283.853170 + Penalty 5003.676065 = -3328280.177105
  nChanged 114
		SP:Iteration 54Q (6743.750000 sec): 3 clusters
  Score: Raw -3333302.620614 + Penalty 5003.676065 = -3328298.944550
  nChanged 109
		SP:Iteration 55Q (6743.830000 sec): 3 clusters
  Score: Raw -3333321.921293 + Penalty 5003.676065 = -3328318.245228
  nChanged 124
		SP:Iteration 56Q (6743.910000 sec): 3 clusters
  Score: Raw -3333341.544120 + Penalty 5003.676065 = -3328337.868055
  nChanged 99
		SP:Iteration 57Q (6743.990000 sec): 3 clusters
  Score: Raw -3333360.166494 + Penalty 5003.676065 = -3328356.490430
  nChanged 95
		SP:Iteration 58Q (6744.070000 sec): 3 clusters
  Score: Raw -3333378.370077 + Penalty 5003.676065 = -3328374.694012
  nChanged 103
		SP:Iteration 59Q (6744.150000 sec): 3 clusters
  Score: Raw -3333399.056891 + Penalty 5003.676065 = -3328395.380826
  nChanged 110
		SP:Iteration 60F (6744.240000 sec): 3 clusters
  Score: Raw -3333416.964090 + Penalty 5003.676065 = -3328413.288025
  nChanged 94
		SP:Iteration 61Q (6744.320000 sec): 3 clusters
  Score: Raw -3333430.607962 + Penalty 5003.676065 = -3328426.931898
  nChanged 81
		SP:Iteration 62Q (6744.400000 sec): 3 clusters
  Score: Raw -3333446.637254 + Penalty 5003.676065 = -3328442.961190
  nChanged 96
		SP:Iteration 63Q (6744.480000 sec): 3 clusters
  Score: Raw -3333466.399231 + Penalty 5003.676065 = -3328462.723167
  nChanged 106
		SP:Iteration 64Q (6744.560000 sec): 3 clusters
  Score: Raw -3333488.931793 + Penalty 5003.676065 = -3328485.255728
  nChanged 120
		SP:Iteration 65Q (6744.640000 sec): 3 clusters
  Score: Raw -3333514.531953 + Penalty 5003.676065 = -3328510.855889
  nChanged 114
		SP:Iteration 66Q (6744.720000 sec): 3 clusters
  Score: Raw -3333537.527894 + Penalty 5003.676065 = -3328533.851829
  nChanged 126
		SP:Iteration 67Q (6744.800000 sec): 3 clusters
  Score: Raw -3333561.110779 + Penalty 5003.676065 = -3328557.434715
  nChanged 119
		SP:Iteration 68Q (6744.880000 sec): 3 clusters
  Score: Raw -3333585.044361 + Penalty 5003.676065 = -3328581.368296
  nChanged 137
		SP:Iteration 69Q (6744.960000 sec): 3 clusters
  Score: Raw -3333612.808110 + Penalty 5003.676065 = -3328609.132045
  nChanged 128
		SP:Iteration 70Q (6745.040000 sec): 3 clusters
  Score: Raw -3333638.254480 + Penalty 5003.676065 = -3328634.578415
  nChanged 128
		SP:Iteration 71Q (6745.110000 sec): 3 clusters
  Score: Raw -3333666.015037 + Penalty 5003.676065 = -3328662.338972
  nChanged 126
		SP:Iteration 72Q (6745.190000 sec): 3 clusters
  Score: Raw -3333693.952870 + Penalty 5003.676065 = -3328690.276805
  nChanged 119
		SP:Iteration 73Q (6745.270000 sec): 3 clusters
  Score: Raw -3333719.701328 + Penalty 5003.676065 = -3328716.025264
  nChanged 128
		SP:Iteration 74Q (6745.350000 sec): 3 clusters
  Score: Raw -3333747.090256 + Penalty 5003.676065 = -3328743.414191
  nChanged 116
		SP:Iteration 75Q (6745.430000 sec): 3 clusters
  Score: Raw -3333770.736105 + Penalty 5003.676065 = -3328767.060040
  nChanged 119
		SP:Iteration 76Q (6745.500000 sec): 3 clusters
  Score: Raw -3333794.795433 + Penalty 5003.676065 = -3328791.119368
  nChanged 119
		SP:Iteration 77Q (6745.580000 sec): 3 clusters
  Score: Raw -3333818.957067 + Penalty 5003.676065 = -3328815.281002
  nChanged 117
		SP:Iteration 78Q (6745.660000 sec): 3 clusters
  Score: Raw -3333841.001102 + Penalty 5003.676065 = -3328837.325038
  nChanged 99
		SP:Iteration 79Q (6745.740000 sec): 3 clusters
  Score: Raw -3333859.155939 + Penalty 5003.676065 = -3328855.479875
  nChanged 96
		SP:Iteration 80F (6745.820000 sec): 3 clusters
  Score: Raw -3333877.829891 + Penalty 5003.676065 = -3328874.153826
  nChanged 111
		SP:Iteration 81Q (6745.900000 sec): 3 clusters
  Score: Raw -3333902.006032 + Penalty 5003.676065 = -3328898.329967
  nChanged 105
		SP:Iteration 82Q (6745.980000 sec): 3 clusters
  Score: Raw -3333922.526426 + Penalty 5003.676065 = -3328918.850361
  nChanged 93
		SP:Iteration 83Q (6746.060000 sec): 3 clusters
  Score: Raw -3333940.749912 + Penalty 5003.676065 = -3328937.073848
  nChanged 95
		SP:Iteration 84Q (6746.130000 sec): 3 clusters
  Score: Raw -3333960.162468 + Penalty 5003.676065 = -3328956.486403
  nChanged 101
		SP:Iteration 85Q (6746.200000 sec): 3 clusters
  Score: Raw -3333979.615518 + Penalty 5003.676065 = -3328975.939453
  nChanged 106
		SP:Iteration 86Q (6746.280000 sec): 3 clusters
  Score: Raw -3334000.227150 + Penalty 5003.676065 = -3328996.551086
  nChanged 102
		SP:Iteration 87Q (6746.360000 sec): 3 clusters
  Score: Raw -3334021.627284 + Penalty 5003.676065 = -3329017.951219
  nChanged 111
		SP:Iteration 88Q (6746.430000 sec): 3 clusters
  Score: Raw -3334047.267877 + Penalty 5003.676065 = -3329043.591812
  nChanged 107
		SP:Iteration 89Q (6746.510000 sec): 3 clusters
  Score: Raw -3334073.187346 + Penalty 5003.676065 = -3329069.511282
  nChanged 116
		SP:Iteration 90Q (6746.580000 sec): 3 clusters
  Score: Raw -3334101.974190 + Penalty 5003.676065 = -3329098.298125
  nChanged 132
		SP:Iteration 91Q (6746.660000 sec): 3 clusters
  Score: Raw -3334138.579536 + Penalty 5003.676065 = -3329134.903471
  nChanged 137
		SP:Iteration 92Q (6746.730000 sec): 3 clusters
  Score: Raw -3334172.684848 + Penalty 5003.676065 = -3329169.008783
  nChanged 129
		SP:Iteration 93Q (6746.800000 sec): 3 clusters
  Score: Raw -3334207.986829 + Penalty 5003.676065 = -3329204.310765
  nChanged 126
		SP:Iteration 94Q (6746.880000 sec): 3 clusters
  Score: Raw -3334242.609207 + Penalty 5003.676065 = -3329238.933142
  nChanged 123
		SP:Iteration 95Q (6746.950000 sec): 3 clusters
  Score: Raw -3334277.058629 + Penalty 5003.676065 = -3329273.382565
  nChanged 134
		SP:Iteration 96Q (6747.020000 sec): 3 clusters
  Score: Raw -3334317.855461 + Penalty 5003.676065 = -3329314.179396
  nChanged 119
		SP:Iteration 97Q (6747.100000 sec): 3 clusters
  Score: Raw -3334350.196220 + Penalty 5003.676065 = -3329346.520155
  nChanged 87
		SP:Iteration 98Q (6747.170000 sec): 3 clusters
  Score: Raw -3334374.006774 + Penalty 5003.676065 = -3329370.330710
  nChanged 83
		SP:Iteration 99Q (6747.240000 sec): 3 clusters
  Score: Raw -3334398.426389 + Penalty 5003.676065 = -3329394.750325
  nChanged 78
		SP:Iteration 100F (6747.330000 sec): 3 clusters
  Score: Raw -3334422.150843 + Penalty 5003.676065 = -3329418.474778
  nChanged 78
		SP:Iteration 101Q (6747.400000 sec): 3 clusters
  Score: Raw -3334443.085944 + Penalty 5003.676065 = -3329439.409879
  nChanged 91
		SP:Iteration 102Q (6747.470000 sec): 3 clusters
  Score: Raw -3334467.049609 + Penalty 5003.676065 = -3329463.373544
  nChanged 85
		SP:Iteration 103Q (6747.540000 sec): 3 clusters
  Score: Raw -3334496.363186 + Penalty 5003.676065 = -3329492.687121
  nChanged 112
		SP:Iteration 104Q (6747.610000 sec): 3 clusters
  Score: Raw -3334538.033959 + Penalty 5003.676065 = -3329534.357895
  nChanged 113
		SP:Iteration 105Q (6747.680000 sec): 3 clusters
  Score: Raw -3334581.477329 + Penalty 5003.676065 = -3329577.801264
  nChanged 110
		SP:Iteration 106Q (6747.750000 sec): 3 clusters
  Score: Raw -3334627.882545 + Penalty 5003.676065 = -3329624.206480
  nChanged 104
		SP:Iteration 107Q (6747.820000 sec): 3 clusters
  Score: Raw -3334667.083084 + Penalty 5003.676065 = -3329663.407020
  nChanged 90
		SP:Iteration 108Q (6747.890000 sec): 3 clusters
  Score: Raw -3334700.163505 + Penalty 5003.676065 = -3329696.487440
  nChanged 88
		SP:Iteration 109Q (6747.960000 sec): 3 clusters
  Score: Raw -3334736.268296 + Penalty 5003.676065 = -3329732.592231
  nChanged 80
		SP:Iteration 110Q (6748.020000 sec): 3 clusters
  Score: Raw -3334765.515094 + Penalty 5003.676065 = -3329761.839030
  nChanged 73
		SP:Iteration 111Q (6748.090000 sec): 3 clusters
  Score: Raw -3334791.751361 + Penalty 5003.676065 = -3329788.075296
  nChanged 63
		SP:Iteration 112Q (6748.160000 sec): 3 clusters
  Score: Raw -3334813.813370 + Penalty 5003.676065 = -3329810.137306
  nChanged 58
		SP:Iteration 113Q (6748.230000 sec): 3 clusters
  Score: Raw -3334838.392528 + Penalty 5003.676065 = -3329834.716464
  nChanged 60
		SP:Iteration 114Q (6748.300000 sec): 3 clusters
  Score: Raw -3334857.493285 + Penalty 5003.676065 = -3329853.817221
  nChanged 57
		SP:Iteration 115Q (6748.370000 sec): 3 clusters
  Score: Raw -3334878.308266 + Penalty 5003.676065 = -3329874.632202
  nChanged 53
		SP:Iteration 116Q (6748.430000 sec): 3 clusters
  Score: Raw -3334895.586925 + Penalty 5003.676065 = -3329891.910860
  nChanged 39
		SP:Iteration 117Q (6748.500000 sec): 3 clusters
  Score: Raw -3334908.445346 + Penalty 5003.676065 = -3329904.769281
  nChanged 39
		SP:Iteration 118Q (6748.570000 sec): 3 clusters
  Score: Raw -3334922.841865 + Penalty 5003.676065 = -3329919.165801
  nChanged 44
		SP:Iteration 119Q (6748.640000 sec): 3 clusters
  Score: Raw -3334942.218956 + Penalty 5003.676065 = -3329938.542891
  nChanged 46
		SP:Iteration 120F (6748.720000 sec): 3 clusters
  Score: Raw -3334967.177555 + Penalty 5003.676065 = -3329963.501490
  nChanged 54
		SP:Iteration 121Q (6748.790000 sec): 3 clusters
  Score: Raw -3334997.793179 + Penalty 5003.676065 = -3329994.117115
  nChanged 55
		SP:Iteration 122Q (6748.860000 sec): 3 clusters
  Score: Raw -3335030.118680 + Penalty 5003.676065 = -3330026.442616
  nChanged 64
		SP:Iteration 123Q (6748.920000 sec): 3 clusters
  Score: Raw -3335067.795539 + Penalty 5003.676065 = -3330064.119474
  nChanged 67
		SP:Iteration 124Q (6748.990000 sec): 3 clusters
  Score: Raw -3335110.461043 + Penalty 5003.676065 = -3330106.784978
  nChanged 53
		SP:Iteration 125Q (6749.050000 sec): 3 clusters
  Score: Raw -3335140.237671 + Penalty 5003.676065 = -3330136.561607
  nChanged 48
		SP:Iteration 126Q (6749.120000 sec): 3 clusters
  Score: Raw -3335163.045617 + Penalty 5003.676065 = -3330159.369552
  nChanged 42
		SP:Iteration 127Q (6749.180000 sec): 3 clusters
  Score: Raw -3335184.604099 + Penalty 5003.676065 = -3330180.928035
  nChanged 32
		SP:Iteration 128Q (6749.250000 sec): 3 clusters
  Score: Raw -3335197.273817 + Penalty 5003.676065 = -3330193.597753
  nChanged 20
		SP:Iteration 129Q (6749.310000 sec): 3 clusters
  Score: Raw -3335205.378762 + Penalty 5003.676065 = -3330201.702697
  nChanged 22
		SP:Iteration 130Q (6749.380000 sec): 3 clusters
  Score: Raw -3335215.400410 + Penalty 5003.676065 = -3330211.724346
  nChanged 20
		SP:Iteration 131Q (6749.440000 sec): 3 clusters
  Score: Raw -3335224.341588 + Penalty 5003.676065 = -3330220.665523
  nChanged 18
		SP:Iteration 132Q (6749.500000 sec): 3 clusters
  Score: Raw -3335231.075416 + Penalty 5003.676065 = -3330227.399352
  nChanged 14
		SP:Iteration 133Q (6749.570000 sec): 3 clusters
  Score: Raw -3335237.413484 + Penalty 5003.676065 = -3330233.737420
  nChanged 18
		SP:Iteration 134Q (6749.630000 sec): 3 clusters
  Score: Raw -3335244.334036 + Penalty 5003.676065 = -3330240.657971
  nChanged 14
		SP:Iteration 135Q (6749.700000 sec): 3 clusters
  Score: Raw -3335251.367941 + Penalty 5003.676065 = -3330247.691876
  nChanged 20
		SP:Iteration 136Q (6749.760000 sec): 3 clusters
  Score: Raw -3335259.240791 + Penalty 5003.676065 = -3330255.564726
  nChanged 19
		SP:Iteration 137Q (6749.830000 sec): 3 clusters
  Score: Raw -3335267.898193 + Penalty 5003.676065 = -3330264.222129
  nChanged 16
		SP:Iteration 138Q (6749.890000 sec): 3 clusters
  Score: Raw -3335274.169397 + Penalty 5003.676065 = -3330270.493332
  nChanged 8
		SP:Iteration 139Q (6749.950000 sec): 3 clusters
  Score: Raw -3335278.036594 + Penalty 5003.676065 = -3330274.360529
  nChanged 8
		SP:Iteration 140F (6750.040000 sec): 3 clusters
  Score: Raw -3335281.652566 + Penalty 5003.676065 = -3330277.976501
  nChanged 7
		SP:Iteration 141Q (6750.100000 sec): 3 clusters
  Score: Raw -3335284.731863 + Penalty 5003.676065 = -3330281.055798
  nChanged 2
		SP:Iteration 142Q (6750.170000 sec): 3 clusters
  Score: Raw -3335285.018506 + Penalty 5003.676065 = -3330281.342441
  nChanged 2
		SP:Iteration 143Q (6750.230000 sec): 3 clusters
  Score: Raw -3335285.558995 + Penalty 5003.676065 = -3330281.882930
  nChanged 1
		SP:Iteration 144Q (6750.300000 sec): 3 clusters
  Score: Raw -3335286.204899 + Penalty 5003.676065 = -3330282.528834
  nChanged 3
		SP:Iteration 145Q (6750.360000 sec): 3 clusters
  Score: Raw -3335286.727771 + Penalty 5003.676065 = -3330283.051707
  nChanged 0
		SP:Iteration 146F (6750.450000 sec): 3 clusters
  Score: Raw -3335286.727771 + Penalty 5003.676065 = -3330283.051707
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6750.470000 sec): 2 clusters
  Score: Raw -493895.315700 + Penalty 2018.942818 = -491876.372882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6750.480000 sec): 3 clusters
  Score: Raw -492353.984760 + Penalty 4037.885636 = -488316.099124
  nChanged 1251
		SP:Iteration 1F (6750.490000 sec): 3 clusters
  Score: Raw -493138.047391 + Penalty 4037.885636 = -489100.161754
  nChanged 268
		SP:Iteration 2F (6750.510000 sec): 3 clusters
  Score: Raw -493339.702077 + Penalty 4037.885636 = -489301.816441
  nChanged 189
		SP:Iteration 3F (6750.520000 sec): 3 clusters
  Score: Raw -493451.552511 + Penalty 4037.885636 = -489413.666875
  nChanged 122
		SP:Iteration 4Q (6750.530000 sec): 3 clusters
  Score: Raw -493555.621988 + Penalty 4037.885636 = -489517.736352
  nChanged 127
		SP:Iteration 5Q (6750.540000 sec): 3 clusters
  Score: Raw -493671.903992 + Penalty 4037.885636 = -489634.018355
  nChanged 142
		SP:Iteration 6Q (6750.560000 sec): 3 clusters
  Score: Raw -493832.125465 + Penalty 4037.885636 = -489794.239828
  nChanged 170
		SP:Iteration 7Q (6750.570000 sec): 3 clusters
  Score: Raw -494022.216092 + Penalty 4037.885636 = -489984.330455
  nChanged 172
		SP:Iteration 8F (6750.580000 sec): 3 clusters
  Score: Raw -494241.454355 + Penalty 4037.885636 = -490203.568718
  nChanged 192
		SP:Iteration 9F (6750.590000 sec): 3 clusters
  Score: Raw -494489.937831 + Penalty 4037.885636 = -490452.052194
  nChanged 162
		SP:Iteration 10Q (6750.600000 sec): 3 clusters
  Score: Raw -494708.385998 + Penalty 4037.885636 = -490670.500362
  nChanged 127
		SP:Iteration 11Q (6750.620000 sec): 3 clusters
  Score: Raw -494880.924567 + Penalty 4037.885636 = -490843.038931
  nChanged 116
		SP:Iteration 12Q (6750.630000 sec): 3 clusters
  Score: Raw -495059.200719 + Penalty 4037.885636 = -491021.315082
  nChanged 102
		SP:Iteration 13Q (6750.640000 sec): 3 clusters
  Score: Raw -495204.355724 + Penalty 4037.885636 = -491166.470088
  nChanged 104
		SP:Iteration 14Q (6750.650000 sec): 3 clusters
  Score: Raw -495336.212848 + Penalty 4037.885636 = -491298.327212
  nChanged 77
		SP:Iteration 15Q (6750.660000 sec): 3 clusters
  Score: Raw -495431.344694 + Penalty 4037.885636 = -491393.459057
  nChanged 69
		SP:Iteration 16Q (6750.670000 sec): 3 clusters
  Score: Raw -495505.792416 + Penalty 4037.885636 = -491467.906780
  nChanged 58
		SP:Iteration 17Q (6750.680000 sec): 3 clusters
  Score: Raw -495554.532135 + Penalty 4037.885636 = -491516.646498
  nChanged 35
		SP:Iteration 18Q (6750.690000 sec): 3 clusters
  Score: Raw -495583.579772 + Penalty 4037.885636 = -491545.694135
  nChanged 27
		SP:Iteration 19Q (6750.700000 sec): 3 clusters
  Score: Raw -495598.010291 + Penalty 4037.885636 = -491560.124655
  nChanged 14
		SP:Iteration 20F (6750.720000 sec): 3 clusters
  Score: Raw -495605.221622 + Penalty 4037.885636 = -491567.335986
  nChanged 10
		SP:Iteration 21Q (6750.720000 sec): 3 clusters
  Score: Raw -495610.869201 + Penalty 4037.885636 = -491572.983564
  nChanged 9
		SP:Iteration 22Q (6750.740000 sec): 3 clusters
  Score: Raw -495614.919690 + Penalty 4037.885636 = -491577.034054
  nChanged 6
		SP:Iteration 23Q (6750.740000 sec): 3 clusters
  Score: Raw -495617.479268 + Penalty 4037.885636 = -491579.593631
  nChanged 5
		SP:Iteration 24Q (6750.760000 sec): 3 clusters
  Score: Raw -495619.741581 + Penalty 4037.885636 = -491581.855945
  nChanged 4
		SP:Iteration 25Q (6750.760000 sec): 3 clusters
  Score: Raw -495621.180683 + Penalty 4037.885636 = -491583.295047
  nChanged 4
		SP:Iteration 26Q (6750.780000 sec): 3 clusters
  Score: Raw -495622.935156 + Penalty 4037.885636 = -491585.049519
  nChanged 3
		SP:Iteration 27Q (6750.780000 sec): 3 clusters
  Score: Raw -495623.923659 + Penalty 4037.885636 = -491586.038023
  nChanged 2
		SP:Iteration 28Q (6750.800000 sec): 3 clusters
  Score: Raw -495624.574853 + Penalty 4037.885636 = -491586.689217
  nChanged 2
		SP:Iteration 29Q (6750.800000 sec): 3 clusters
  Score: Raw -495625.011715 + Penalty 4037.885636 = -491587.126078
  nChanged 0
		SP:Iteration 30F (6750.820000 sec): 3 clusters
  Score: Raw -495625.011715 + Penalty 4037.885636 = -491587.126078
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6750.820000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6750.830000 sec): 3 clusters
  Score: Raw -126906.902978 + Penalty 3350.283633 = -123556.619345
  nChanged 181
		SP:Iteration 1F (6750.830000 sec): 3 clusters
  Score: Raw -127104.355350 + Penalty 3350.283633 = -123754.071716
  nChanged 51
		SP:Iteration 2F (6750.830000 sec): 3 clusters
  Score: Raw -127175.733329 + Penalty 3350.283633 = -123825.449695
  nChanged 18
		SP:Iteration 3Q (6750.840000 sec): 3 clusters
  Score: Raw -127202.015882 + Penalty 3350.283633 = -123851.732248
  nChanged 16
		SP:Iteration 4Q (6750.840000 sec): 3 clusters
  Score: Raw -127226.089994 + Penalty 3350.283633 = -123875.806361
  nChanged 9
		SP:Iteration 5Q (6750.840000 sec): 3 clusters
  Score: Raw -127238.192641 + Penalty 3350.283633 = -123887.909008
  nChanged 7
		SP:Iteration 6Q (6750.840000 sec): 3 clusters
  Score: Raw -127248.960017 + Penalty 3350.283633 = -123898.676383
  nChanged 7
		SP:Iteration 7Q (6750.850000 sec): 3 clusters
  Score: Raw -127257.877323 + Penalty 3350.283633 = -123907.593690
  nChanged 5
		SP:Iteration 8Q (6750.850000 sec): 3 clusters
  Score: Raw -127265.543110 + Penalty 3350.283633 = -123915.259477
  nChanged 7
		SP:Iteration 9Q (6750.860000 sec): 3 clusters
  Score: Raw -127277.161225 + Penalty 3350.283633 = -123926.877591
  nChanged 1
		SP:Iteration 10Q (6750.860000 sec): 3 clusters
  Score: Raw -127279.606141 + Penalty 3350.283633 = -123929.322508
  nChanged 1
		SP:Iteration 11Q (6750.860000 sec): 3 clusters
  Score: Raw -127280.488632 + Penalty 3350.283633 = -123930.204999
  nChanged 0
		SP:Iteration 12F (6750.860000 sec): 3 clusters
  Score: Raw -127280.488632 + Penalty 3350.283633 = -123930.204999
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6750.870000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6750.870000 sec): 3 clusters
  Score: Raw -33692.346992 + Penalty 2756.186719 = -30936.160274
  nChanged 31
		SP:Iteration 1F (6750.870000 sec): 3 clusters
  Score: Raw -33851.144415 + Penalty 2756.186719 = -31094.957697
  nChanged 8
		SP:Iteration 2Q (6750.870000 sec): 3 clusters
  Score: Raw -33959.360274 + Penalty 2756.186719 = -31203.173556
  nChanged 5
		SP:Iteration 3Q (6750.870000 sec): 3 clusters
  Score: Raw -33980.935169 + Penalty 2756.186719 = -31224.748450
  nChanged 2
		SP:Iteration 4Q (6750.870000 sec): 3 clusters
  Score: Raw -33987.760708 + Penalty 2756.186719 = -31231.573990
  nChanged 3
		SP:Iteration 5Q (6750.870000 sec): 3 clusters
  Score: Raw -33997.277113 + Penalty 2756.186719 = -31241.090395
  nChanged 0
		SP:Iteration 6F (6750.880000 sec): 3 clusters
  Score: Raw -33997.277113 + Penalty 2756.186719 = -31241.090395
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6750.920000 sec): 2 clusters
  Score: Raw -2053881.213625 + Penalty 2363.321236 = -2051517.892389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6750.970000 sec): 3 clusters
  Score: Raw -2046162.203402 + Penalty 4726.642471 = -2041435.560931
  nChanged 5862
		SP:Iteration 1F (6751.020000 sec): 3 clusters
  Score: Raw -2049150.730373 + Penalty 4726.642471 = -2044424.087901
  nChanged 828
		SP:Iteration 2F (6751.070000 sec): 3 clusters
  Score: Raw -2049498.059204 + Penalty 4726.642471 = -2044771.416733
  nChanged 660
		SP:Iteration 3Q (6751.120000 sec): 3 clusters
  Score: Raw -2049748.978940 + Penalty 4726.642471 = -2045022.336469
  nChanged 581
		SP:Iteration 4Q (6751.170000 sec): 3 clusters
  Score: Raw -2049946.162085 + Penalty 4726.642471 = -2045219.519614
  nChanged 491
		SP:Iteration 5Q (6751.220000 sec): 3 clusters
  Score: Raw -2050100.607724 + Penalty 4726.642471 = -2045373.965253
  nChanged 414
		SP:Iteration 6Q (6751.270000 sec): 3 clusters
  Score: Raw -2050233.027785 + Penalty 4726.642471 = -2045506.385314
  nChanged 370
		SP:Iteration 7Q (6751.320000 sec): 3 clusters
  Score: Raw -2050350.551988 + Penalty 4726.642471 = -2045623.909516
  nChanged 347
		SP:Iteration 8Q (6751.370000 sec): 3 clusters
  Score: Raw -2050458.078110 + Penalty 4726.642471 = -2045731.435639
  nChanged 338
		SP:Iteration 9Q (6751.420000 sec): 3 clusters
  Score: Raw -2050562.305084 + Penalty 4726.642471 = -2045835.662613
  nChanged 329
		SP:Iteration 10Q (6751.470000 sec): 3 clusters
  Score: Raw -2050661.913634 + Penalty 4726.642471 = -2045935.271163
  nChanged 318
		SP:Iteration 11Q (6751.520000 sec): 3 clusters
  Score: Raw -2050762.639452 + Penalty 4726.642471 = -2046035.996981
  nChanged 307
		SP:Iteration 12Q (6751.570000 sec): 3 clusters
  Score: Raw -2050867.894672 + Penalty 4726.642471 = -2046141.252200
  nChanged 328
		SP:Iteration 13Q (6751.620000 sec): 3 clusters
  Score: Raw -2050986.810673 + Penalty 4726.642471 = -2046260.168201
  nChanged 361
		SP:Iteration 14Q (6751.670000 sec): 3 clusters
  Score: Raw -2051130.800388 + Penalty 4726.642471 = -2046404.157917
  nChanged 389
		SP:Iteration 15Q (6751.720000 sec): 3 clusters
  Score: Raw -2051310.621965 + Penalty 4726.642471 = -2046583.979493
  nChanged 438
		SP:Iteration 16Q (6751.770000 sec): 3 clusters
  Score: Raw -2051525.271220 + Penalty 4726.642471 = -2046798.628749
  nChanged 495
		SP:Iteration 17Q (6751.820000 sec): 3 clusters
  Score: Raw -2051799.156115 + Penalty 4726.642471 = -2047072.513643
  nChanged 545
		SP:Iteration 18Q (6751.870000 sec): 3 clusters
  Score: Raw -2052128.938492 + Penalty 4726.642471 = -2047402.296020
  nChanged 545
		SP:Iteration 19Q (6751.920000 sec): 3 clusters
  Score: Raw -2052483.858370 + Penalty 4726.642471 = -2047757.215898
  nChanged 521
		SP:Iteration 20F (6751.970000 sec): 3 clusters
  Score: Raw -2052845.607924 + Penalty 4726.642471 = -2048118.965452
  nChanged 458
		SP:Iteration 21Q (6752.020000 sec): 3 clusters
  Score: Raw -2053196.973645 + Penalty 4726.642471 = -2048470.331173
  nChanged 357
		SP:Iteration 22Q (6752.060000 sec): 3 clusters
  Score: Raw -2053479.887097 + Penalty 4726.642471 = -2048753.244626
  nChanged 248
		SP:Iteration 23Q (6752.110000 sec): 3 clusters
  Score: Raw -2053672.767364 + Penalty 4726.642471 = -2048946.124893
  nChanged 167
		SP:Iteration 24Q (6752.150000 sec): 3 clusters
  Score: Raw -2053806.646995 + Penalty 4726.642471 = -2049080.004523
  nChanged 136
		SP:Iteration 25Q (6752.200000 sec): 3 clusters
  Score: Raw -2053919.762642 + Penalty 4726.642471 = -2049193.120170
  nChanged 96
		SP:Iteration 26Q (6752.240000 sec): 3 clusters
  Score: Raw -2053989.738420 + Penalty 4726.642471 = -2049263.095948
  nChanged 68
		SP:Iteration 27Q (6752.280000 sec): 3 clusters
  Score: Raw -2054040.400542 + Penalty 4726.642471 = -2049313.758071
  nChanged 45
		SP:Iteration 28Q (6752.320000 sec): 3 clusters
  Score: Raw -2054072.842286 + Penalty 4726.642471 = -2049346.199815
  nChanged 37
		SP:Iteration 29Q (6752.360000 sec): 3 clusters
  Score: Raw -2054101.472774 + Penalty 4726.642471 = -2049374.830302
  nChanged 34
		SP:Iteration 30Q (6752.400000 sec): 3 clusters
  Score: Raw -2054138.149302 + Penalty 4726.642471 = -2049411.506831
  nChanged 33
		SP:Iteration 31Q (6752.430000 sec): 3 clusters
  Score: Raw -2054172.685507 + Penalty 4726.642471 = -2049446.043036
  nChanged 28
		SP:Iteration 32Q (6752.470000 sec): 3 clusters
  Score: Raw -2054200.880458 + Penalty 4726.642471 = -2049474.237986
  nChanged 18
		SP:Iteration 33Q (6752.510000 sec): 3 clusters
  Score: Raw -2054218.510796 + Penalty 4726.642471 = -2049491.868325
  nChanged 11
		SP:Iteration 34Q (6752.550000 sec): 3 clusters
  Score: Raw -2054230.858561 + Penalty 4726.642471 = -2049504.216089
  nChanged 10
		SP:Iteration 35Q (6752.580000 sec): 3 clusters
  Score: Raw -2054243.239565 + Penalty 4726.642471 = -2049516.597094
  nChanged 10
		SP:Iteration 36Q (6752.620000 sec): 3 clusters
  Score: Raw -2054254.030763 + Penalty 4726.642471 = -2049527.388292
  nChanged 5
		SP:Iteration 37Q (6752.660000 sec): 3 clusters
  Score: Raw -2054258.807010 + Penalty 4726.642471 = -2049532.164539
  nChanged 5
		SP:Iteration 38Q (6752.690000 sec): 3 clusters
  Score: Raw -2054262.633595 + Penalty 4726.642471 = -2049535.991124
  nChanged 1
		SP:Iteration 39Q (6752.730000 sec): 3 clusters
  Score: Raw -2054264.597697 + Penalty 4726.642471 = -2049537.955226
  nChanged 4
		SP:Iteration 40F (6752.780000 sec): 3 clusters
  Score: Raw -2054269.095636 + Penalty 4726.642471 = -2049542.453164
  nChanged 1
		SP:Iteration 41Q (6752.820000 sec): 3 clusters
  Score: Raw -2054269.605116 + Penalty 4726.642471 = -2049542.962644
  nChanged 0
		SP:Iteration 42F (6752.860000 sec): 3 clusters
  Score: Raw -2054269.605116 + Penalty 4726.642471 = -2049542.962644
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69763 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6753.100000 sec): 2 clusters
  Score: Raw -10201920.397236 + Penalty 2765.909047 = -10199154.488188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6753.350000 sec): 3 clusters
  Score: Raw -10158072.504041 + Penalty 5531.818095 = -10152540.685946
  nChanged 32523
		SP:Iteration 1F (6753.610000 sec): 3 clusters
  Score: Raw -10175911.567410 + Penalty 5531.818095 = -10170379.749316
  nChanged 2320
		SP:Iteration 2Q (6753.880000 sec): 3 clusters
  Score: Raw -10176466.277836 + Penalty 5531.818095 = -10170934.459741
  nChanged 2240
		SP:Iteration 3Q (6754.140000 sec): 3 clusters
  Score: Raw -10177074.833860 + Penalty 5531.818095 = -10171543.015765
  nChanged 2490
		SP:Iteration 4Q (6754.400000 sec): 3 clusters
  Score: Raw -10177942.711924 + Penalty 5531.818095 = -10172410.893829
  nChanged 2934
		SP:Iteration 5Q (6754.660000 sec): 3 clusters
  Score: Raw -10179219.888162 + Penalty 5531.818095 = -10173688.070067
  nChanged 3783
		SP:Iteration 6F (6754.920000 sec): 3 clusters
  Score: Raw -10181356.282463 + Penalty 5531.818095 = -10175824.464368
  nChanged 5011
		SP:Iteration 7F (6755.180000 sec): 3 clusters
  Score: Raw -10184992.427481 + Penalty 5531.818095 = -10179460.609387
  nChanged 6150
		SP:Iteration 8F (6755.440000 sec): 3 clusters
  Score: Raw -10190470.560502 + Penalty 5531.818095 = -10184938.742407
  nChanged 5800
		SP:Iteration 9F (6755.690000 sec): 3 clusters
  Score: Raw -10196240.697661 + Penalty 5531.818095 = -10190708.879566
  nChanged 3820
		SP:Iteration 10F (6755.950000 sec): 3 clusters
  Score: Raw -10200091.871058 + Penalty 5531.818095 = -10194560.052963
  nChanged 1476
		SP:Iteration 11Q (6756.160000 sec): 3 clusters
  Score: Raw -10201516.835071 + Penalty 5531.818095 = -10195985.016976
  nChanged 392
		SP:Iteration 12Q (6756.360000 sec): 3 clusters
  Score: Raw -10201958.375316 + Penalty 5531.818095 = -10196426.557221
  nChanged 97
		SP:Iteration 13Q (6756.540000 sec): 3 clusters
  Score: Raw -10202111.255118 + Penalty 5531.818095 = -10196579.437023
  nChanged 39
		SP:Iteration 14Q (6756.720000 sec): 3 clusters
  Score: Raw -10202169.376017 + Penalty 5531.818095 = -10196637.557922
  nChanged 16
		SP:Iteration 15Q (6756.900000 sec): 3 clusters
  Score: Raw -10202204.378758 + Penalty 5531.818095 = -10196672.560664
  nChanged 8
		SP:Iteration 16Q (6757.080000 sec): 3 clusters
  Score: Raw -10202215.324661 + Penalty 5531.818095 = -10196683.506566
  nChanged 4
		SP:Iteration 17Q (6757.250000 sec): 3 clusters
  Score: Raw -10202225.975584 + Penalty 5531.818095 = -10196694.157489
  nChanged 3
		SP:Iteration 18Q (6757.430000 sec): 3 clusters
  Score: Raw -10202231.315346 + Penalty 5531.818095 = -10196699.497251
  nChanged 2
		SP:Iteration 19Q (6757.600000 sec): 3 clusters
  Score: Raw -10202233.078643 + Penalty 5531.818095 = -10196701.260548
  nChanged 0
		SP:Iteration 20F (6757.860000 sec): 3 clusters
  Score: Raw -10202233.078643 + Penalty 5531.818095 = -10196701.260548
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6757.890000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6757.900000 sec): 3 clusters
  Score: Raw -385258.417696 + Penalty 3923.652944 = -381334.764752
  nChanged 931
		SP:Iteration 1F (6757.910000 sec): 3 clusters
  Score: Raw -385839.322508 + Penalty 3923.652944 = -381915.669565
  nChanged 183
		SP:Iteration 2F (6757.920000 sec): 3 clusters
  Score: Raw -385954.625459 + Penalty 3923.652944 = -382030.972516
  nChanged 96
		SP:Iteration 3Q (6757.930000 sec): 3 clusters
  Score: Raw -386020.730121 + Penalty 3923.652944 = -382097.077177
  nChanged 79
		SP:Iteration 4Q (6757.940000 sec): 3 clusters
  Score: Raw -386067.952098 + Penalty 3923.652944 = -382144.299155
  nChanged 52
		SP:Iteration 5Q (6757.950000 sec): 3 clusters
  Score: Raw -386099.820590 + Penalty 3923.652944 = -382176.167646
  nChanged 44
		SP:Iteration 6Q (6757.960000 sec): 3 clusters
  Score: Raw -386125.658625 + Penalty 3923.652944 = -382202.005681
  nChanged 46
		SP:Iteration 7Q (6757.970000 sec): 3 clusters
  Score: Raw -386151.195159 + Penalty 3923.652944 = -382227.542215
  nChanged 39
		SP:Iteration 8Q (6757.980000 sec): 3 clusters
  Score: Raw -386172.126639 + Penalty 3923.652944 = -382248.473696
  nChanged 35
		SP:Iteration 9Q (6757.990000 sec): 3 clusters
  Score: Raw -386190.879211 + Penalty 3923.652944 = -382267.226267
  nChanged 34
		SP:Iteration 10Q (6758.000000 sec): 3 clusters
  Score: Raw -386208.044804 + Penalty 3923.652944 = -382284.391860
  nChanged 25
		SP:Iteration 11Q (6758.010000 sec): 3 clusters
  Score: Raw -386221.527283 + Penalty 3923.652944 = -382297.874339
  nChanged 19
		SP:Iteration 12Q (6758.020000 sec): 3 clusters
  Score: Raw -386231.645440 + Penalty 3923.652944 = -382307.992496
  nChanged 13
		SP:Iteration 13Q (6758.030000 sec): 3 clusters
  Score: Raw -386238.298548 + Penalty 3923.652944 = -382314.645604
  nChanged 13
		SP:Iteration 14Q (6758.040000 sec): 3 clusters
  Score: Raw -386244.353069 + Penalty 3923.652944 = -382320.700126
  nChanged 9
		SP:Iteration 15Q (6758.050000 sec): 3 clusters
  Score: Raw -386247.500301 + Penalty 3923.652944 = -382323.847357
  nChanged 9
		SP:Iteration 16Q (6758.060000 sec): 3 clusters
  Score: Raw -386252.320696 + Penalty 3923.652944 = -382328.667753
  nChanged 12
		SP:Iteration 17Q (6758.070000 sec): 3 clusters
  Score: Raw -386258.952717 + Penalty 3923.652944 = -382335.299773
  nChanged 14
		SP:Iteration 18Q (6758.080000 sec): 3 clusters
  Score: Raw -386266.921658 + Penalty 3923.652944 = -382343.268715
  nChanged 17
		SP:Iteration 19Q (6758.090000 sec): 3 clusters
  Score: Raw -386277.121780 + Penalty 3923.652944 = -382353.468836
  nChanged 21
		SP:Iteration 20F (6758.100000 sec): 3 clusters
  Score: Raw -386288.464626 + Penalty 3923.652944 = -382364.811683
  nChanged 21
		SP:Iteration 21Q (6758.110000 sec): 3 clusters
  Score: Raw -386300.715659 + Penalty 3923.652944 = -382377.062716
  nChanged 21
		SP:Iteration 22Q (6758.120000 sec): 3 clusters
  Score: Raw -386311.445059 + Penalty 3923.652944 = -382387.792115
  nChanged 16
		SP:Iteration 23Q (6758.130000 sec): 3 clusters
  Score: Raw -386318.385679 + Penalty 3923.652944 = -382394.732736
  nChanged 11
		SP:Iteration 24Q (6758.140000 sec): 3 clusters
  Score: Raw -386323.694072 + Penalty 3923.652944 = -382400.041128
  nChanged 10
		SP:Iteration 25Q (6758.150000 sec): 3 clusters
  Score: Raw -386327.697390 + Penalty 3923.652944 = -382404.044446
  nChanged 9
		SP:Iteration 26Q (6758.160000 sec): 3 clusters
  Score: Raw -386331.264453 + Penalty 3923.652944 = -382407.611510
  nChanged 12
		SP:Iteration 27Q (6758.170000 sec): 3 clusters
  Score: Raw -386339.278850 + Penalty 3923.652944 = -382415.625907
  nChanged 13
		SP:Iteration 28Q (6758.180000 sec): 3 clusters
  Score: Raw -386346.483413 + Penalty 3923.652944 = -382422.830470
  nChanged 15
		SP:Iteration 29Q (6758.190000 sec): 3 clusters
  Score: Raw -386353.349572 + Penalty 3923.652944 = -382429.696629
  nChanged 20
		SP:Iteration 30Q (6758.200000 sec): 3 clusters
  Score: Raw -386362.594121 + Penalty 3923.652944 = -382438.941178
  nChanged 12
		SP:Iteration 31Q (6758.200000 sec): 3 clusters
  Score: Raw -386367.388473 + Penalty 3923.652944 = -382443.735529
  nChanged 8
		SP:Iteration 32Q (6758.220000 sec): 3 clusters
  Score: Raw -386371.667933 + Penalty 3923.652944 = -382448.014990
  nChanged 16
		SP:Iteration 33Q (6758.220000 sec): 3 clusters
  Score: Raw -386381.149846 + Penalty 3923.652944 = -382457.496902
  nChanged 21
		SP:Iteration 34Q (6758.240000 sec): 3 clusters
  Score: Raw -386393.070322 + Penalty 3923.652944 = -382469.417378
  nChanged 18
		SP:Iteration 35Q (6758.240000 sec): 3 clusters
  Score: Raw -386404.287722 + Penalty 3923.652944 = -382480.634778
  nChanged 11
		SP:Iteration 36Q (6758.250000 sec): 3 clusters
  Score: Raw -386411.373703 + Penalty 3923.652944 = -382487.720760
  nChanged 7
		SP:Iteration 37Q (6758.260000 sec): 3 clusters
  Score: Raw -386414.772019 + Penalty 3923.652944 = -382491.119075
  nChanged 8
		SP:Iteration 38Q (6758.270000 sec): 3 clusters
  Score: Raw -386418.481545 + Penalty 3923.652944 = -382494.828601
  nChanged 9
		SP:Iteration 39Q (6758.280000 sec): 3 clusters
  Score: Raw -386422.743493 + Penalty 3923.652944 = -382499.090549
  nChanged 9
		SP:Iteration 40F (6758.290000 sec): 3 clusters
  Score: Raw -386427.043222 + Penalty 3923.652944 = -382503.390278
  nChanged 10
		SP:Iteration 41Q (6758.300000 sec): 3 clusters
  Score: Raw -386430.781284 + Penalty 3923.652944 = -382507.128341
  nChanged 6
		SP:Iteration 42Q (6758.310000 sec): 3 clusters
  Score: Raw -386434.248987 + Penalty 3923.652944 = -382510.596044
  nChanged 3
		SP:Iteration 43Q (6758.320000 sec): 3 clusters
  Score: Raw -386435.372868 + Penalty 3923.652944 = -382511.719924
  nChanged 4
		SP:Iteration 44Q (6758.330000 sec): 3 clusters
  Score: Raw -386436.515522 + Penalty 3923.652944 = -382512.862579
  nChanged 7
		SP:Iteration 45Q (6758.340000 sec): 3 clusters
  Score: Raw -386438.910950 + Penalty 3923.652944 = -382515.258007
  nChanged 3
		SP:Iteration 46Q (6758.350000 sec): 3 clusters
  Score: Raw -386440.619797 + Penalty 3923.652944 = -382516.966853
  nChanged 4
		SP:Iteration 47Q (6758.360000 sec): 3 clusters
  Score: Raw -386444.219254 + Penalty 3923.652944 = -382520.566311
  nChanged 8
		SP:Iteration 48Q (6758.370000 sec): 3 clusters
  Score: Raw -386448.651401 + Penalty 3923.652944 = -382524.998457
  nChanged 6
		SP:Iteration 49Q (6758.380000 sec): 3 clusters
  Score: Raw -386450.905041 + Penalty 3923.652944 = -382527.252098
  nChanged 6
		SP:Iteration 50Q (6758.390000 sec): 3 clusters
  Score: Raw -386453.143883 + Penalty 3923.652944 = -382529.490939
  nChanged 3
		SP:Iteration 51Q (6758.400000 sec): 3 clusters
  Score: Raw -386455.113017 + Penalty 3923.652944 = -382531.460073
  nChanged 5
		SP:Iteration 52Q (6758.410000 sec): 3 clusters
  Score: Raw -386457.295892 + Penalty 3923.652944 = -382533.642948
  nChanged 5
		SP:Iteration 53Q (6758.420000 sec): 3 clusters
  Score: Raw -386460.615028 + Penalty 3923.652944 = -382536.962084
  nChanged 5
		SP:Iteration 54Q (6758.430000 sec): 3 clusters
  Score: Raw -386462.947495 + Penalty 3923.652944 = -382539.294551
  nChanged 4
		SP:Iteration 55Q (6758.440000 sec): 3 clusters
  Score: Raw -386464.582431 + Penalty 3923.652944 = -382540.929487
  nChanged 2
		SP:Iteration 56Q (6758.440000 sec): 3 clusters
  Score: Raw -386465.046255 + Penalty 3923.652944 = -382541.393311
  nChanged 0
		SP:Iteration 57F (6758.460000 sec): 3 clusters
  Score: Raw -386465.046255 + Penalty 3923.652944 = -382541.393311
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6758.460000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6758.470000 sec): 3 clusters
  Score: Raw -168857.279933 + Penalty 3494.272938 = -165363.006995
  nChanged 295
		SP:Iteration 1F (6758.470000 sec): 3 clusters
  Score: Raw -169141.441301 + Penalty 3494.272938 = -165647.168363
  nChanged 75
		SP:Iteration 2F (6758.480000 sec): 3 clusters
  Score: Raw -169232.728068 + Penalty 3494.272938 = -165738.455130
  nChanged 33
		SP:Iteration 3Q (6758.480000 sec): 3 clusters
  Score: Raw -169270.972611 + Penalty 3494.272938 = -165776.699673
  nChanged 18
		SP:Iteration 4Q (6758.480000 sec): 3 clusters
  Score: Raw -169289.618994 + Penalty 3494.272938 = -165795.346056
  nChanged 19
		SP:Iteration 5Q (6758.490000 sec): 3 clusters
  Score: Raw -169309.441525 + Penalty 3494.272938 = -165815.168587
  nChanged 11
		SP:Iteration 6Q (6758.490000 sec): 3 clusters
  Score: Raw -169319.257481 + Penalty 3494.272938 = -165824.984543
  nChanged 4
		SP:Iteration 7Q (6758.500000 sec): 3 clusters
  Score: Raw -169324.017487 + Penalty 3494.272938 = -165829.744549
  nChanged 4
		SP:Iteration 8Q (6758.500000 sec): 3 clusters
  Score: Raw -169326.137010 + Penalty 3494.272938 = -165831.864072
  nChanged 0
		SP:Iteration 9F (6758.500000 sec): 3 clusters
  Score: Raw -169326.137010 + Penalty 3494.272938 = -165831.864072
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6758.510000 sec): 2 clusters
  Score: Raw -256972.402976 + Penalty 1864.479917 = -255107.923060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6758.520000 sec): 3 clusters
  Score: Raw -256476.876301 + Penalty 3728.959834 = -252747.916467
  nChanged 577
		SP:Iteration 1F (6758.520000 sec): 3 clusters
  Score: Raw -257086.859301 + Penalty 3728.959834 = -253357.899467
  nChanged 199
		SP:Iteration 2F (6758.530000 sec): 3 clusters
  Score: Raw -257473.042636 + Penalty 3728.959834 = -253744.082802
  nChanged 158
		SP:Iteration 3F (6758.540000 sec): 3 clusters
  Score: Raw -257790.298113 + Penalty 3728.959834 = -254061.338279
  nChanged 113
		SP:Iteration 4F (6758.540000 sec): 3 clusters
  Score: Raw -258099.221820 + Penalty 3728.959834 = -254370.261986
  nChanged 74
		SP:Iteration 5Q (6758.550000 sec): 3 clusters
  Score: Raw -258219.892092 + Penalty 3728.959834 = -254490.932259
  nChanged 53
		SP:Iteration 6Q (6758.560000 sec): 3 clusters
  Score: Raw -258276.002396 + Penalty 3728.959834 = -254547.042562
  nChanged 26
		SP:Iteration 7Q (6758.560000 sec): 3 clusters
  Score: Raw -258314.560131 + Penalty 3728.959834 = -254585.600297
  nChanged 19
		SP:Iteration 8Q (6758.570000 sec): 3 clusters
  Score: Raw -258341.792630 + Penalty 3728.959834 = -254612.832796
  nChanged 19
		SP:Iteration 9Q (6758.580000 sec): 3 clusters
  Score: Raw -258366.637936 + Penalty 3728.959834 = -254637.678103
  nChanged 19
		SP:Iteration 10Q (6758.580000 sec): 3 clusters
  Score: Raw -258391.304361 + Penalty 3728.959834 = -254662.344527
  nChanged 12
		SP:Iteration 11Q (6758.590000 sec): 3 clusters
  Score: Raw -258409.451478 + Penalty 3728.959834 = -254680.491644
  nChanged 10
		SP:Iteration 12Q (6758.600000 sec): 3 clusters
  Score: Raw -258430.793505 + Penalty 3728.959834 = -254701.833671
  nChanged 15
		SP:Iteration 13Q (6758.600000 sec): 3 clusters
  Score: Raw -258458.040485 + Penalty 3728.959834 = -254729.080651
  nChanged 13
		SP:Iteration 14Q (6758.610000 sec): 3 clusters
  Score: Raw -258482.476230 + Penalty 3728.959834 = -254753.516396
  nChanged 5
		SP:Iteration 15Q (6758.610000 sec): 3 clusters
  Score: Raw -258491.073558 + Penalty 3728.959834 = -254762.113724
  nChanged 7
		SP:Iteration 16Q (6758.620000 sec): 3 clusters
  Score: Raw -258509.390125 + Penalty 3728.959834 = -254780.430291
  nChanged 4
		SP:Iteration 17Q (6758.620000 sec): 3 clusters
  Score: Raw -258514.418151 + Penalty 3728.959834 = -254785.458317
  nChanged 3
		SP:Iteration 18Q (6758.630000 sec): 3 clusters
  Score: Raw -258518.909506 + Penalty 3728.959834 = -254789.949672
  nChanged 2
		SP:Iteration 19Q (6758.640000 sec): 3 clusters
  Score: Raw -258520.565885 + Penalty 3728.959834 = -254791.606051
  nChanged 2
		SP:Iteration 20F (6758.640000 sec): 3 clusters
  Score: Raw -258531.583363 + Penalty 3728.959834 = -254802.623529
  nChanged 5
		SP:Iteration 21Q (6758.650000 sec): 3 clusters
  Score: Raw -258570.948015 + Penalty 3728.959834 = -254841.988181
  nChanged 2
		SP:Iteration 22Q (6758.650000 sec): 3 clusters
  Score: Raw -258580.472805 + Penalty 3728.959834 = -254851.512971
  nChanged 2
		SP:Iteration 23Q (6758.660000 sec): 3 clusters
  Score: Raw -258589.862520 + Penalty 3728.959834 = -254860.902686
  nChanged 5
		SP:Iteration 24Q (6758.660000 sec): 3 clusters
  Score: Raw -258605.471620 + Penalty 3728.959834 = -254876.511786
  nChanged 8
		SP:Iteration 25Q (6758.670000 sec): 3 clusters
  Score: Raw -258616.617034 + Penalty 3728.959834 = -254887.657200
  nChanged 6
		SP:Iteration 26Q (6758.680000 sec): 3 clusters
  Score: Raw -258624.314097 + Penalty 3728.959834 = -254895.354263
  nChanged 6
		SP:Iteration 27Q (6758.680000 sec): 3 clusters
  Score: Raw -258629.601347 + Penalty 3728.959834 = -254900.641513
  nChanged 4
		SP:Iteration 28Q (6758.680000 sec): 3 clusters
  Score: Raw -258637.897737 + Penalty 3728.959834 = -254908.937903
  nChanged 2
		SP:Iteration 29Q (6758.690000 sec): 3 clusters
  Score: Raw -258639.847967 + Penalty 3728.959834 = -254910.888133
  nChanged 1
		SP:Iteration 30Q (6758.700000 sec): 3 clusters
  Score: Raw -258642.251264 + Penalty 3728.959834 = -254913.291430
  nChanged 2
		SP:Iteration 31Q (6758.700000 sec): 3 clusters
  Score: Raw -258644.406601 + Penalty 3728.959834 = -254915.446767
  nChanged 1
		SP:Iteration 32Q (6758.710000 sec): 3 clusters
  Score: Raw -258645.478547 + Penalty 3728.959834 = -254916.518713
  nChanged 1
		SP:Iteration 33Q (6758.710000 sec): 3 clusters
  Score: Raw -258648.428782 + Penalty 3728.959834 = -254919.468948
  nChanged 3
		SP:Iteration 34Q (6758.720000 sec): 3 clusters
  Score: Raw -258652.730337 + Penalty 3728.959834 = -254923.770503
  nChanged 2
		SP:Iteration 35Q (6758.720000 sec): 3 clusters
  Score: Raw -258654.757166 + Penalty 3728.959834 = -254925.797332
  nChanged 2
		SP:Iteration 36Q (6758.730000 sec): 3 clusters
  Score: Raw -258656.645394 + Penalty 3728.959834 = -254927.685560
  nChanged 2
		SP:Iteration 37Q (6758.740000 sec): 3 clusters
  Score: Raw -258658.412171 + Penalty 3728.959834 = -254929.452338
  nChanged 0
		SP:Iteration 38F (6758.740000 sec): 3 clusters
  Score: Raw -258658.412171 + Penalty 3728.959834 = -254929.452338
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6758.780000 sec): 2 clusters
  Score: Raw -1667596.949553 + Penalty 2305.832084 = -1665291.117469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6758.820000 sec): 3 clusters
  Score: Raw -1661602.429831 + Penalty 4611.664169 = -1656990.765662
  nChanged 4569
		SP:Iteration 1F (6758.860000 sec): 3 clusters
  Score: Raw -1664051.991225 + Penalty 4611.664169 = -1659440.327056
  nChanged 665
		SP:Iteration 2F (6758.900000 sec): 3 clusters
  Score: Raw -1664327.712837 + Penalty 4611.664169 = -1659716.048668
  nChanged 495
		SP:Iteration 3Q (6758.940000 sec): 3 clusters
  Score: Raw -1664526.340107 + Penalty 4611.664169 = -1659914.675938
  nChanged 416
		SP:Iteration 4Q (6758.980000 sec): 3 clusters
  Score: Raw -1664672.947527 + Penalty 4611.664169 = -1660061.283358
  nChanged 338
		SP:Iteration 5Q (6759.020000 sec): 3 clusters
  Score: Raw -1664775.539934 + Penalty 4611.664169 = -1660163.875765
  nChanged 262
		SP:Iteration 6Q (6759.060000 sec): 3 clusters
  Score: Raw -1664848.000772 + Penalty 4611.664169 = -1660236.336603
  nChanged 210
		SP:Iteration 7Q (6759.100000 sec): 3 clusters
  Score: Raw -1664900.573401 + Penalty 4611.664169 = -1660288.909232
  nChanged 169
		SP:Iteration 8Q (6759.140000 sec): 3 clusters
  Score: Raw -1664940.019307 + Penalty 4611.664169 = -1660328.355138
  nChanged 132
		SP:Iteration 9Q (6759.180000 sec): 3 clusters
  Score: Raw -1664969.881179 + Penalty 4611.664169 = -1660358.217010
  nChanged 130
		SP:Iteration 10Q (6759.220000 sec): 3 clusters
  Score: Raw -1665000.771852 + Penalty 4611.664169 = -1660389.107683
  nChanged 138
		SP:Iteration 11Q (6759.260000 sec): 3 clusters
  Score: Raw -1665032.944720 + Penalty 4611.664169 = -1660421.280551
  nChanged 130
		SP:Iteration 12Q (6759.300000 sec): 3 clusters
  Score: Raw -1665062.615743 + Penalty 4611.664169 = -1660450.951574
  nChanged 140
		SP:Iteration 13Q (6759.340000 sec): 3 clusters
  Score: Raw -1665098.304580 + Penalty 4611.664169 = -1660486.640411
  nChanged 147
		SP:Iteration 14Q (6759.380000 sec): 3 clusters
  Score: Raw -1665133.212160 + Penalty 4611.664169 = -1660521.547991
  nChanged 133
		SP:Iteration 15Q (6759.410000 sec): 3 clusters
  Score: Raw -1665165.440818 + Penalty 4611.664169 = -1660553.776649
  nChanged 149
		SP:Iteration 16Q (6759.460000 sec): 3 clusters
  Score: Raw -1665201.440371 + Penalty 4611.664169 = -1660589.776202
  nChanged 153
		SP:Iteration 17Q (6759.500000 sec): 3 clusters
  Score: Raw -1665242.467725 + Penalty 4611.664169 = -1660630.803556
  nChanged 163
		SP:Iteration 18Q (6759.530000 sec): 3 clusters
  Score: Raw -1665282.518319 + Penalty 4611.664169 = -1660670.854150
  nChanged 161
		SP:Iteration 19Q (6759.570000 sec): 3 clusters
  Score: Raw -1665329.701860 + Penalty 4611.664169 = -1660718.037691
  nChanged 183
		SP:Iteration 20F (6759.610000 sec): 3 clusters
  Score: Raw -1665384.676152 + Penalty 4611.664169 = -1660773.011983
  nChanged 210
		SP:Iteration 21Q (6759.650000 sec): 3 clusters
  Score: Raw -1665448.426315 + Penalty 4611.664169 = -1660836.762146
  nChanged 210
		SP:Iteration 22Q (6759.690000 sec): 3 clusters
  Score: Raw -1665516.258145 + Penalty 4611.664169 = -1660904.593976
  nChanged 239
		SP:Iteration 23Q (6759.730000 sec): 3 clusters
  Score: Raw -1665607.938304 + Penalty 4611.664169 = -1660996.274135
  nChanged 295
		SP:Iteration 24Q (6759.770000 sec): 3 clusters
  Score: Raw -1665731.627874 + Penalty 4611.664169 = -1661119.963705
  nChanged 340
		SP:Iteration 25Q (6759.810000 sec): 3 clusters
  Score: Raw -1665885.966776 + Penalty 4611.664169 = -1661274.302607
  nChanged 342
		SP:Iteration 26Q (6759.850000 sec): 3 clusters
  Score: Raw -1666068.650340 + Penalty 4611.664169 = -1661456.986171
  nChanged 383
		SP:Iteration 27Q (6759.890000 sec): 3 clusters
  Score: Raw -1666294.302286 + Penalty 4611.664169 = -1661682.638117
  nChanged 401
		SP:Iteration 28Q (6759.930000 sec): 3 clusters
  Score: Raw -1666560.544755 + Penalty 4611.664169 = -1661948.880586
  nChanged 418
		SP:Iteration 29Q (6759.970000 sec): 3 clusters
  Score: Raw -1666862.446776 + Penalty 4611.664169 = -1662250.782607
  nChanged 373
		SP:Iteration 30Q (6760.010000 sec): 3 clusters
  Score: Raw -1667139.349753 + Penalty 4611.664169 = -1662527.685584
  nChanged 307
		SP:Iteration 31Q (6760.050000 sec): 3 clusters
  Score: Raw -1667377.927309 + Penalty 4611.664169 = -1662766.263140
  nChanged 246
		SP:Iteration 32Q (6760.080000 sec): 3 clusters
  Score: Raw -1667576.507729 + Penalty 4611.664169 = -1662964.843560
  nChanged 166
		SP:Iteration 33Q (6760.120000 sec): 3 clusters
  Score: Raw -1667705.017207 + Penalty 4611.664169 = -1663093.353038
  nChanged 128
		SP:Iteration 34Q (6760.160000 sec): 3 clusters
  Score: Raw -1667802.806046 + Penalty 4611.664169 = -1663191.141877
  nChanged 70
		SP:Iteration 35Q (6760.190000 sec): 3 clusters
  Score: Raw -1667848.973595 + Penalty 4611.664169 = -1663237.309426
  nChanged 42
		SP:Iteration 36Q (6760.230000 sec): 3 clusters
  Score: Raw -1667882.973432 + Penalty 4611.664169 = -1663271.309263
  nChanged 44
		SP:Iteration 37Q (6760.260000 sec): 3 clusters
  Score: Raw -1667913.129503 + Penalty 4611.664169 = -1663301.465334
  nChanged 34
		SP:Iteration 38Q (6760.290000 sec): 3 clusters
  Score: Raw -1667940.748154 + Penalty 4611.664169 = -1663329.083985
  nChanged 29
		SP:Iteration 39Q (6760.330000 sec): 3 clusters
  Score: Raw -1667962.234674 + Penalty 4611.664169 = -1663350.570505
  nChanged 22
		SP:Iteration 40F (6760.370000 sec): 3 clusters
  Score: Raw -1667977.770493 + Penalty 4611.664169 = -1663366.106324
  nChanged 13
		SP:Iteration 41Q (6760.400000 sec): 3 clusters
  Score: Raw -1667989.448685 + Penalty 4611.664169 = -1663377.784516
  nChanged 12
		SP:Iteration 42Q (6760.430000 sec): 3 clusters
  Score: Raw -1667997.585745 + Penalty 4611.664169 = -1663385.921576
  nChanged 5
		SP:Iteration 43Q (6760.460000 sec): 3 clusters
  Score: Raw -1668000.761574 + Penalty 4611.664169 = -1663389.097405
  nChanged 2
		SP:Iteration 44Q (6760.490000 sec): 3 clusters
  Score: Raw -1668001.957422 + Penalty 4611.664169 = -1663390.293253
  nChanged 4
		SP:Iteration 45Q (6760.530000 sec): 3 clusters
  Score: Raw -1668004.289552 + Penalty 4611.664169 = -1663392.625383
  nChanged 0
		SP:Iteration 46F (6760.570000 sec): 3 clusters
  Score: Raw -1668004.289552 + Penalty 4611.664169 = -1663392.625383
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6760.610000 sec): 2 clusters
  Score: Raw -1983394.227559 + Penalty 2369.339479 = -1981024.888080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6760.660000 sec): 3 clusters
  Score: Raw -1975488.502178 + Penalty 4738.678958 = -1970749.823219
  nChanged 6081
		SP:Iteration 1F (6760.710000 sec): 3 clusters
  Score: Raw -1978578.546998 + Penalty 4738.678958 = -1973839.868039
  nChanged 856
		SP:Iteration 2F (6760.770000 sec): 3 clusters
  Score: Raw -1978953.267485 + Penalty 4738.678958 = -1974214.588526
  nChanged 757
		SP:Iteration 3F (6760.810000 sec): 3 clusters
  Score: Raw -1979297.469619 + Penalty 4738.678958 = -1974558.790661
  nChanged 685
		SP:Iteration 4Q (6760.870000 sec): 3 clusters
  Score: Raw -1979612.259800 + Penalty 4738.678958 = -1974873.580842
  nChanged 662
		SP:Iteration 5Q (6760.920000 sec): 3 clusters
  Score: Raw -1979955.425502 + Penalty 4738.678958 = -1975216.746543
  nChanged 610
		SP:Iteration 6Q (6760.970000 sec): 3 clusters
  Score: Raw -1980235.504738 + Penalty 4738.678958 = -1975496.825780
  nChanged 553
		SP:Iteration 7Q (6761.020000 sec): 3 clusters
  Score: Raw -1980499.726416 + Penalty 4738.678958 = -1975761.047458
  nChanged 534
		SP:Iteration 8Q (6761.070000 sec): 3 clusters
  Score: Raw -1980761.028330 + Penalty 4738.678958 = -1976022.349372
  nChanged 506
		SP:Iteration 9Q (6761.120000 sec): 3 clusters
  Score: Raw -1981028.038871 + Penalty 4738.678958 = -1976289.359912
  nChanged 480
		SP:Iteration 10Q (6761.170000 sec): 3 clusters
  Score: Raw -1981252.993334 + Penalty 4738.678958 = -1976514.314376
  nChanged 431
		SP:Iteration 11Q (6761.220000 sec): 3 clusters
  Score: Raw -1981460.355272 + Penalty 4738.678958 = -1976721.676313
  nChanged 406
		SP:Iteration 12Q (6761.270000 sec): 3 clusters
  Score: Raw -1981647.315993 + Penalty 4738.678958 = -1976908.637034
  nChanged 370
		SP:Iteration 13Q (6761.320000 sec): 3 clusters
  Score: Raw -1981829.721838 + Penalty 4738.678958 = -1977091.042880
  nChanged 348
		SP:Iteration 14Q (6761.370000 sec): 3 clusters
  Score: Raw -1982007.630620 + Penalty 4738.678958 = -1977268.951662
  nChanged 341
		SP:Iteration 15Q (6761.420000 sec): 3 clusters
  Score: Raw -1982178.019337 + Penalty 4738.678958 = -1977439.340379
  nChanged 308
		SP:Iteration 16Q (6761.470000 sec): 3 clusters
  Score: Raw -1982346.269922 + Penalty 4738.678958 = -1977607.590964
  nChanged 301
		SP:Iteration 17Q (6761.520000 sec): 3 clusters
  Score: Raw -1982510.257711 + Penalty 4738.678958 = -1977771.578753
  nChanged 293
		SP:Iteration 18Q (6761.570000 sec): 3 clusters
  Score: Raw -1982674.638131 + Penalty 4738.678958 = -1977935.959172
  nChanged 265
		SP:Iteration 19Q (6761.610000 sec): 3 clusters
  Score: Raw -1982817.706767 + Penalty 4738.678958 = -1978079.027809
  nChanged 245
		SP:Iteration 20F (6761.660000 sec): 3 clusters
  Score: Raw -1982940.695953 + Penalty 4738.678958 = -1978202.016995
  nChanged 189
		SP:Iteration 21Q (6761.710000 sec): 3 clusters
  Score: Raw -1983030.863558 + Penalty 4738.678958 = -1978292.184599
  nChanged 162
		SP:Iteration 22Q (6761.750000 sec): 3 clusters
  Score: Raw -1983115.227470 + Penalty 4738.678958 = -1978376.548512
  nChanged 148
		SP:Iteration 23Q (6761.800000 sec): 3 clusters
  Score: Raw -1983191.620088 + Penalty 4738.678958 = -1978452.941130
  nChanged 129
		SP:Iteration 24Q (6761.840000 sec): 3 clusters
  Score: Raw -1983253.945823 + Penalty 4738.678958 = -1978515.266864
  nChanged 116
		SP:Iteration 25Q (6761.890000 sec): 3 clusters
  Score: Raw -1983304.305455 + Penalty 4738.678958 = -1978565.626497
  nChanged 100
		SP:Iteration 26Q (6761.930000 sec): 3 clusters
  Score: Raw -1983350.264555 + Penalty 4738.678958 = -1978611.585597
  nChanged 94
		SP:Iteration 27Q (6761.970000 sec): 3 clusters
  Score: Raw -1983391.428950 + Penalty 4738.678958 = -1978652.749991
  nChanged 85
		SP:Iteration 28Q (6762.010000 sec): 3 clusters
  Score: Raw -1983429.261418 + Penalty 4738.678958 = -1978690.582459
  nChanged 66
		SP:Iteration 29Q (6762.050000 sec): 3 clusters
  Score: Raw -1983454.190543 + Penalty 4738.678958 = -1978715.511585
  nChanged 75
		SP:Iteration 30Q (6762.100000 sec): 3 clusters
  Score: Raw -1983481.699659 + Penalty 4738.678958 = -1978743.020701
  nChanged 65
		SP:Iteration 31Q (6762.140000 sec): 3 clusters
  Score: Raw -1983506.760674 + Penalty 4738.678958 = -1978768.081716
  nChanged 66
		SP:Iteration 32Q (6762.180000 sec): 3 clusters
  Score: Raw -1983534.453816 + Penalty 4738.678958 = -1978795.774858
  nChanged 78
		SP:Iteration 33Q (6762.220000 sec): 3 clusters
  Score: Raw -1983567.569894 + Penalty 4738.678958 = -1978828.890935
  nChanged 79
		SP:Iteration 34Q (6762.260000 sec): 3 clusters
  Score: Raw -1983599.512937 + Penalty 4738.678958 = -1978860.833979
  nChanged 58
		SP:Iteration 35Q (6762.310000 sec): 3 clusters
  Score: Raw -1983627.114224 + Penalty 4738.678958 = -1978888.435266
  nChanged 51
		SP:Iteration 36Q (6762.350000 sec): 3 clusters
  Score: Raw -1983646.574354 + Penalty 4738.678958 = -1978907.895396
  nChanged 42
		SP:Iteration 37Q (6762.390000 sec): 3 clusters
  Score: Raw -1983659.926773 + Penalty 4738.678958 = -1978921.247815
  nChanged 43
		SP:Iteration 38Q (6762.430000 sec): 3 clusters
  Score: Raw -1983672.882981 + Penalty 4738.678958 = -1978934.204023
  nChanged 29
		SP:Iteration 39Q (6762.470000 sec): 3 clusters
  Score: Raw -1983681.266484 + Penalty 4738.678958 = -1978942.587526
  nChanged 37
		SP:Iteration 40F (6762.520000 sec): 3 clusters
  Score: Raw -1983692.979969 + Penalty 4738.678958 = -1978954.301011
  nChanged 29
		SP:Iteration 41Q (6762.560000 sec): 3 clusters
  Score: Raw -1983702.676193 + Penalty 4738.678958 = -1978963.997235
  nChanged 27
		SP:Iteration 42Q (6762.600000 sec): 3 clusters
  Score: Raw -1983710.944417 + Penalty 4738.678958 = -1978972.265459
  nChanged 23
		SP:Iteration 43Q (6762.640000 sec): 3 clusters
  Score: Raw -1983719.679538 + Penalty 4738.678958 = -1978981.000580
  nChanged 25
		SP:Iteration 44Q (6762.680000 sec): 3 clusters
  Score: Raw -1983726.779524 + Penalty 4738.678958 = -1978988.100565
  nChanged 20
		SP:Iteration 45Q (6762.720000 sec): 3 clusters
  Score: Raw -1983731.657144 + Penalty 4738.678958 = -1978992.978185
  nChanged 17
		SP:Iteration 46Q (6762.760000 sec): 3 clusters
  Score: Raw -1983735.907095 + Penalty 4738.678958 = -1978997.228137
  nChanged 16
		SP:Iteration 47Q (6762.800000 sec): 3 clusters
  Score: Raw -1983740.691607 + Penalty 4738.678958 = -1979002.012649
  nChanged 16
		SP:Iteration 48Q (6762.840000 sec): 3 clusters
  Score: Raw -1983744.560451 + Penalty 4738.678958 = -1979005.881493
  nChanged 6
		SP:Iteration 49Q (6762.880000 sec): 3 clusters
  Score: Raw -1983746.069709 + Penalty 4738.678958 = -1979007.390751
  nChanged 8
		SP:Iteration 50Q (6762.920000 sec): 3 clusters
  Score: Raw -1983748.580326 + Penalty 4738.678958 = -1979009.901368
  nChanged 9
		SP:Iteration 51Q (6762.960000 sec): 3 clusters
  Score: Raw -1983751.490642 + Penalty 4738.678958 = -1979012.811684
  nChanged 16
		SP:Iteration 52Q (6763.000000 sec): 3 clusters
  Score: Raw -1983756.014706 + Penalty 4738.678958 = -1979017.335748
  nChanged 11
		SP:Iteration 53Q (6763.040000 sec): 3 clusters
  Score: Raw -1983758.842667 + Penalty 4738.678958 = -1979020.163709
  nChanged 7
		SP:Iteration 54Q (6763.080000 sec): 3 clusters
  Score: Raw -1983760.147524 + Penalty 4738.678958 = -1979021.468566
  nChanged 7
		SP:Iteration 55Q (6763.120000 sec): 3 clusters
  Score: Raw -1983762.043058 + Penalty 4738.678958 = -1979023.364100
  nChanged 7
		SP:Iteration 56Q (6763.160000 sec): 3 clusters
  Score: Raw -1983764.199196 + Penalty 4738.678958 = -1979025.520238
  nChanged 5
		SP:Iteration 57Q (6763.210000 sec): 3 clusters
  Score: Raw -1983765.309701 + Penalty 4738.678958 = -1979026.630742
  nChanged 8
		SP:Iteration 58Q (6763.250000 sec): 3 clusters
  Score: Raw -1983767.664903 + Penalty 4738.678958 = -1979028.985944
  nChanged 11
		SP:Iteration 59Q (6763.290000 sec): 3 clusters
  Score: Raw -1983770.917380 + Penalty 4738.678958 = -1979032.238422
  nChanged 15
		SP:Iteration 60F (6763.330000 sec): 3 clusters
  Score: Raw -1983775.073481 + Penalty 4738.678958 = -1979036.394523
  nChanged 11
		SP:Iteration 61Q (6763.370000 sec): 3 clusters
  Score: Raw -1983778.004083 + Penalty 4738.678958 = -1979039.325125
  nChanged 14
		SP:Iteration 62Q (6763.410000 sec): 3 clusters
  Score: Raw -1983781.546006 + Penalty 4738.678958 = -1979042.867048
  nChanged 9
		SP:Iteration 63Q (6763.450000 sec): 3 clusters
  Score: Raw -1983784.223552 + Penalty 4738.678958 = -1979045.544594
  nChanged 9
		SP:Iteration 64Q (6763.490000 sec): 3 clusters
  Score: Raw -1983786.892846 + Penalty 4738.678958 = -1979048.213887
  nChanged 7
		SP:Iteration 65Q (6763.530000 sec): 3 clusters
  Score: Raw -1983788.806782 + Penalty 4738.678958 = -1979050.127824
  nChanged 10
		SP:Iteration 66Q (6763.570000 sec): 3 clusters
  Score: Raw -1983791.921933 + Penalty 4738.678958 = -1979053.242975
  nChanged 10
		SP:Iteration 67Q (6763.610000 sec): 3 clusters
  Score: Raw -1983794.738675 + Penalty 4738.678958 = -1979056.059717
  nChanged 12
		SP:Iteration 68Q (6763.650000 sec): 3 clusters
  Score: Raw -1983797.552001 + Penalty 4738.678958 = -1979058.873043
  nChanged 6
		SP:Iteration 69Q (6763.690000 sec): 3 clusters
  Score: Raw -1983799.022412 + Penalty 4738.678958 = -1979060.343453
  nChanged 7
		SP:Iteration 70Q (6763.730000 sec): 3 clusters
  Score: Raw -1983801.465322 + Penalty 4738.678958 = -1979062.786364
  nChanged 6
		SP:Iteration 71Q (6763.770000 sec): 3 clusters
  Score: Raw -1983803.098434 + Penalty 4738.678958 = -1979064.419476
  nChanged 6
		SP:Iteration 72Q (6763.810000 sec): 3 clusters
  Score: Raw -1983805.149251 + Penalty 4738.678958 = -1979066.470293
  nChanged 5
		SP:Iteration 73Q (6763.850000 sec): 3 clusters
  Score: Raw -1983806.112413 + Penalty 4738.678958 = -1979067.433454
  nChanged 4
		SP:Iteration 74Q (6763.890000 sec): 3 clusters
  Score: Raw -1983807.588016 + Penalty 4738.678958 = -1979068.909057
  nChanged 11
		SP:Iteration 75Q (6763.930000 sec): 3 clusters
  Score: Raw -1983810.353236 + Penalty 4738.678958 = -1979071.674278
  nChanged 9
		SP:Iteration 76Q (6763.970000 sec): 3 clusters
  Score: Raw -1983812.719609 + Penalty 4738.678958 = -1979074.040650
  nChanged 5
		SP:Iteration 77Q (6764.010000 sec): 3 clusters
  Score: Raw -1983813.713800 + Penalty 4738.678958 = -1979075.034841
  nChanged 4
		SP:Iteration 78Q (6764.050000 sec): 3 clusters
  Score: Raw -1983814.526651 + Penalty 4738.678958 = -1979075.847693
  nChanged 3
		SP:Iteration 79Q (6764.090000 sec): 3 clusters
  Score: Raw -1983815.593691 + Penalty 4738.678958 = -1979076.914733
  nChanged 3
		SP:Iteration 80F (6764.140000 sec): 3 clusters
  Score: Raw -1983816.333897 + Penalty 4738.678958 = -1979077.654938
  nChanged 3
		SP:Iteration 81Q (6764.180000 sec): 3 clusters
  Score: Raw -1983816.848700 + Penalty 4738.678958 = -1979078.169742
  nChanged 3
		SP:Iteration 82Q (6764.220000 sec): 3 clusters
  Score: Raw -1983817.878589 + Penalty 4738.678958 = -1979079.199631
  nChanged 3
		SP:Iteration 83Q (6764.260000 sec): 3 clusters
  Score: Raw -1983819.336060 + Penalty 4738.678958 = -1979080.657101
  nChanged 8
		SP:Iteration 84Q (6764.300000 sec): 3 clusters
  Score: Raw -1983821.239214 + Penalty 4738.678958 = -1979082.560256
  nChanged 4
		SP:Iteration 85Q (6764.340000 sec): 3 clusters
  Score: Raw -1983822.140654 + Penalty 4738.678958 = -1979083.461696
  nChanged 2
		SP:Iteration 86Q (6764.380000 sec): 3 clusters
  Score: Raw -1983822.899260 + Penalty 4738.678958 = -1979084.220301
  nChanged 1
		SP:Iteration 87Q (6764.410000 sec): 3 clusters
  Score: Raw -1983823.119910 + Penalty 4738.678958 = -1979084.440952
  nChanged 2
		SP:Iteration 88Q (6764.450000 sec): 3 clusters
  Score: Raw -1983823.602274 + Penalty 4738.678958 = -1979084.923316
  nChanged 2
		SP:Iteration 89Q (6764.490000 sec): 3 clusters
  Score: Raw -1983824.264251 + Penalty 4738.678958 = -1979085.585293
  nChanged 1
		SP:Iteration 90Q (6764.530000 sec): 3 clusters
  Score: Raw -1983824.532215 + Penalty 4738.678958 = -1979085.853257
  nChanged 0
		SP:Iteration 91F (6764.580000 sec): 3 clusters
  Score: Raw -1983824.532215 + Penalty 4738.678958 = -1979085.853257
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6764.590000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6764.590000 sec): 3 clusters
  Score: Raw -73220.538390 + Penalty 3074.445443 = -70146.092947
  nChanged 94
		SP:Iteration 1F (6764.590000 sec): 3 clusters
  Score: Raw -73398.209333 + Penalty 3074.445443 = -70323.763890
  nChanged 16
		SP:Iteration 2Q (6764.590000 sec): 3 clusters
  Score: Raw -73433.573290 + Penalty 3074.445443 = -70359.127847
  nChanged 9
		SP:Iteration 3Q (6764.590000 sec): 3 clusters
  Score: Raw -73452.700182 + Penalty 3074.445443 = -70378.254738
  nChanged 6
		SP:Iteration 4Q (6764.600000 sec): 3 clusters
  Score: Raw -73465.057632 + Penalty 3074.445443 = -70390.612188
  nChanged 3
		SP:Iteration 5Q (6764.600000 sec): 3 clusters
  Score: Raw -73471.103968 + Penalty 3074.445443 = -70396.658525
  nChanged 3
		SP:Iteration 6Q (6764.600000 sec): 3 clusters
  Score: Raw -73479.319009 + Penalty 3074.445443 = -70404.873566
  nChanged 5
		SP:Iteration 7Q (6764.600000 sec): 3 clusters
  Score: Raw -73490.209662 + Penalty 3074.445443 = -70415.764218
  nChanged 1
		SP:Iteration 8Q (6764.610000 sec): 3 clusters
  Score: Raw -73496.393007 + Penalty 3074.445443 = -70421.947564
  nChanged 2
		SP:Iteration 9Q (6764.610000 sec): 3 clusters
  Score: Raw -73503.490026 + Penalty 3074.445443 = -70429.044583
  nChanged 0
		SP:Iteration 10F (6764.610000 sec): 3 clusters
  Score: Raw -73503.490026 + Penalty 3074.445443 = -70429.044583
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6764.620000 sec): 2 clusters
  Score: Raw -311484.322142 + Penalty 1906.964035 = -309577.358108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6764.630000 sec): 3 clusters
  Score: Raw -310656.079511 + Penalty 3813.928069 = -306842.151442
  nChanged 729
		SP:Iteration 1F (6764.630000 sec): 3 clusters
  Score: Raw -311152.170677 + Penalty 3813.928069 = -307338.242607
  nChanged 157
		SP:Iteration 2F (6764.640000 sec): 3 clusters
  Score: Raw -311282.449021 + Penalty 3813.928069 = -307468.520951
  nChanged 90
		SP:Iteration 3Q (6764.650000 sec): 3 clusters
  Score: Raw -311352.359907 + Penalty 3813.928069 = -307538.431837
  nChanged 49
		SP:Iteration 4Q (6764.660000 sec): 3 clusters
  Score: Raw -311386.187671 + Penalty 3813.928069 = -307572.259601
  nChanged 38
		SP:Iteration 5Q (6764.670000 sec): 3 clusters
  Score: Raw -311416.475118 + Penalty 3813.928069 = -307602.547049
  nChanged 40
		SP:Iteration 6Q (6764.670000 sec): 3 clusters
  Score: Raw -311449.097980 + Penalty 3813.928069 = -307635.169911
  nChanged 46
		SP:Iteration 7Q (6764.680000 sec): 3 clusters
  Score: Raw -311482.686790 + Penalty 3813.928069 = -307668.758720
  nChanged 38
		SP:Iteration 8Q (6764.690000 sec): 3 clusters
  Score: Raw -311510.348326 + Penalty 3813.928069 = -307696.420257
  nChanged 30
		SP:Iteration 9Q (6764.690000 sec): 3 clusters
  Score: Raw -311527.279289 + Penalty 3813.928069 = -307713.351220
  nChanged 19
		SP:Iteration 10Q (6764.700000 sec): 3 clusters
  Score: Raw -311539.333893 + Penalty 3813.928069 = -307725.405824
  nChanged 16
		SP:Iteration 11Q (6764.710000 sec): 3 clusters
  Score: Raw -311550.052665 + Penalty 3813.928069 = -307736.124595
  nChanged 16
		SP:Iteration 12Q (6764.720000 sec): 3 clusters
  Score: Raw -311560.105076 + Penalty 3813.928069 = -307746.177007
  nChanged 16
		SP:Iteration 13Q (6764.730000 sec): 3 clusters
  Score: Raw -311571.840056 + Penalty 3813.928069 = -307757.911986
  nChanged 16
		SP:Iteration 14Q (6764.730000 sec): 3 clusters
  Score: Raw -311581.227877 + Penalty 3813.928069 = -307767.299808
  nChanged 16
		SP:Iteration 15Q (6764.740000 sec): 3 clusters
  Score: Raw -311594.268059 + Penalty 3813.928069 = -307780.339989
  nChanged 22
		SP:Iteration 16Q (6764.750000 sec): 3 clusters
  Score: Raw -311607.377571 + Penalty 3813.928069 = -307793.449502
  nChanged 10
		SP:Iteration 17Q (6764.760000 sec): 3 clusters
  Score: Raw -311613.773229 + Penalty 3813.928069 = -307799.845160
  nChanged 15
		SP:Iteration 18Q (6764.770000 sec): 3 clusters
  Score: Raw -311623.642926 + Penalty 3813.928069 = -307809.714857
  nChanged 16
		SP:Iteration 19Q (6764.770000 sec): 3 clusters
  Score: Raw -311636.161707 + Penalty 3813.928069 = -307822.233638
  nChanged 13
		SP:Iteration 20F (6764.780000 sec): 3 clusters
  Score: Raw -311644.679850 + Penalty 3813.928069 = -307830.751781
  nChanged 3
		SP:Iteration 21Q (6764.790000 sec): 3 clusters
  Score: Raw -311646.477813 + Penalty 3813.928069 = -307832.549743
  nChanged 6
		SP:Iteration 22Q (6764.790000 sec): 3 clusters
  Score: Raw -311650.546971 + Penalty 3813.928069 = -307836.618902
  nChanged 6
		SP:Iteration 23Q (6764.800000 sec): 3 clusters
  Score: Raw -311654.534708 + Penalty 3813.928069 = -307840.606638
  nChanged 4
		SP:Iteration 24Q (6764.810000 sec): 3 clusters
  Score: Raw -311657.026282 + Penalty 3813.928069 = -307843.098213
  nChanged 6
		SP:Iteration 25Q (6764.820000 sec): 3 clusters
  Score: Raw -311660.232410 + Penalty 3813.928069 = -307846.304341
  nChanged 5
		SP:Iteration 26Q (6764.830000 sec): 3 clusters
  Score: Raw -311662.937879 + Penalty 3813.928069 = -307849.009809
  nChanged 2
		SP:Iteration 27Q (6764.830000 sec): 3 clusters
  Score: Raw -311664.278468 + Penalty 3813.928069 = -307850.350398
  nChanged 5
		SP:Iteration 28Q (6764.840000 sec): 3 clusters
  Score: Raw -311666.793381 + Penalty 3813.928069 = -307852.865312
  nChanged 8
		SP:Iteration 29Q (6764.850000 sec): 3 clusters
  Score: Raw -311672.665738 + Penalty 3813.928069 = -307858.737669
  nChanged 5
		SP:Iteration 30Q (6764.860000 sec): 3 clusters
  Score: Raw -311674.894580 + Penalty 3813.928069 = -307860.966511
  nChanged 2
		SP:Iteration 31Q (6764.870000 sec): 3 clusters
  Score: Raw -311676.156869 + Penalty 3813.928069 = -307862.228800
  nChanged 0
		SP:Iteration 32F (6764.870000 sec): 3 clusters
  Score: Raw -311676.156869 + Penalty 3813.928069 = -307862.228800
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31539 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6764.980000 sec): 2 clusters
  Score: Raw -4606417.984295 + Penalty 2569.027078 = -4603848.957217
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6765.090000 sec): 3 clusters
  Score: Raw -4587590.371160 + Penalty 5138.054157 = -4582452.317003
  nChanged 14098
		SP:Iteration 1F (6765.210000 sec): 3 clusters
  Score: Raw -4595363.879552 + Penalty 5138.054157 = -4590225.825396
  nChanged 1411
		SP:Iteration 2Q (6765.330000 sec): 3 clusters
  Score: Raw -4595827.538484 + Penalty 5138.054157 = -4590689.484327
  nChanged 1309
		SP:Iteration 3Q (6765.450000 sec): 3 clusters
  Score: Raw -4596333.557085 + Penalty 5138.054157 = -4591195.502928
  nChanged 1351
		SP:Iteration 4Q (6765.560000 sec): 3 clusters
  Score: Raw -4596924.111497 + Penalty 5138.054157 = -4591786.057341
  nChanged 1463
		SP:Iteration 5Q (6765.680000 sec): 3 clusters
  Score: Raw -4597659.004680 + Penalty 5138.054157 = -4592520.950524
  nChanged 1721
		SP:Iteration 6F (6765.800000 sec): 3 clusters
  Score: Raw -4598658.604662 + Penalty 5138.054157 = -4593520.550505
  nChanged 1936
		SP:Iteration 7F (6765.910000 sec): 3 clusters
  Score: Raw -4599884.037374 + Penalty 5138.054157 = -4594745.983218
  nChanged 2051
		SP:Iteration 8F (6766.030000 sec): 3 clusters
  Score: Raw -4601237.724275 + Penalty 5138.054157 = -4596099.670119
  nChanged 1912
		SP:Iteration 9F (6766.140000 sec): 3 clusters
  Score: Raw -4602587.704283 + Penalty 5138.054157 = -4597449.650126
  nChanged 1646
		SP:Iteration 10F (6766.260000 sec): 3 clusters
  Score: Raw -4603854.163953 + Penalty 5138.054157 = -4598716.109796
  nChanged 1323
		SP:Iteration 11Q (6766.370000 sec): 3 clusters
  Score: Raw -4605158.191847 + Penalty 5138.054157 = -4600020.137691
  nChanged 885
		SP:Iteration 12Q (6766.490000 sec): 3 clusters
  Score: Raw -4606382.740501 + Penalty 5138.054157 = -4601244.686344
  nChanged 538
		SP:Iteration 13Q (6766.590000 sec): 3 clusters
  Score: Raw -4606837.420543 + Penalty 5138.054157 = -4601699.366387
  nChanged 360
		SP:Iteration 14Q (6766.690000 sec): 3 clusters
  Score: Raw -4607003.169028 + Penalty 5138.054157 = -4601865.114871
  nChanged 274
		SP:Iteration 15Q (6766.790000 sec): 3 clusters
  Score: Raw -4607112.150044 + Penalty 5138.054157 = -4601974.095887
  nChanged 218
		SP:Iteration 16Q (6766.880000 sec): 3 clusters
  Score: Raw -4607187.452241 + Penalty 5138.054157 = -4602049.398084
  nChanged 184
		SP:Iteration 17Q (6766.970000 sec): 3 clusters
  Score: Raw -4607247.888041 + Penalty 5138.054157 = -4602109.833884
  nChanged 156
		SP:Iteration 18Q (6767.070000 sec): 3 clusters
  Score: Raw -4607290.300086 + Penalty 5138.054157 = -4602152.245930
  nChanged 104
		SP:Iteration 19Q (6767.160000 sec): 3 clusters
  Score: Raw -4607315.187813 + Penalty 5138.054157 = -4602177.133656
  nChanged 99
		SP:Iteration 20F (6767.280000 sec): 3 clusters
  Score: Raw -4607338.237510 + Penalty 5138.054157 = -4602200.183353
  nChanged 74
		SP:Iteration 21Q (6767.370000 sec): 3 clusters
  Score: Raw -4607354.436363 + Penalty 5138.054157 = -4602216.382206
  nChanged 58
		SP:Iteration 22Q (6767.460000 sec): 3 clusters
  Score: Raw -4607365.993024 + Penalty 5138.054157 = -4602227.938868
  nChanged 55
		SP:Iteration 23Q (6767.550000 sec): 3 clusters
  Score: Raw -4607374.975525 + Penalty 5138.054157 = -4602236.921368
  nChanged 42
		SP:Iteration 24Q (6767.640000 sec): 3 clusters
  Score: Raw -4607381.870250 + Penalty 5138.054157 = -4602243.816093
  nChanged 33
		SP:Iteration 25Q (6767.730000 sec): 3 clusters
  Score: Raw -4607389.149444 + Penalty 5138.054157 = -4602251.095287
  nChanged 31
		SP:Iteration 26Q (6767.820000 sec): 3 clusters
  Score: Raw -4607394.848824 + Penalty 5138.054157 = -4602256.794668
  nChanged 27
		SP:Iteration 27Q (6767.910000 sec): 3 clusters
  Score: Raw -4607399.308017 + Penalty 5138.054157 = -4602261.253860
  nChanged 17
		SP:Iteration 28Q (6768.000000 sec): 3 clusters
  Score: Raw -4607401.798075 + Penalty 5138.054157 = -4602263.743919
  nChanged 15
		SP:Iteration 29Q (6768.090000 sec): 3 clusters
  Score: Raw -4607404.225232 + Penalty 5138.054157 = -4602266.171075
  nChanged 12
		SP:Iteration 30Q (6768.180000 sec): 3 clusters
  Score: Raw -4607406.014037 + Penalty 5138.054157 = -4602267.959880
  nChanged 7
		SP:Iteration 31Q (6768.270000 sec): 3 clusters
  Score: Raw -4607406.965871 + Penalty 5138.054157 = -4602268.911714
  nChanged 9
		SP:Iteration 32Q (6768.360000 sec): 3 clusters
  Score: Raw -4607407.838189 + Penalty 5138.054157 = -4602269.784032
  nChanged 8
		SP:Iteration 33Q (6768.450000 sec): 3 clusters
  Score: Raw -4607408.818829 + Penalty 5138.054157 = -4602270.764672
  nChanged 7
		SP:Iteration 34Q (6768.540000 sec): 3 clusters
  Score: Raw -4607409.676586 + Penalty 5138.054157 = -4602271.622430
  nChanged 9
		SP:Iteration 35Q (6768.630000 sec): 3 clusters
  Score: Raw -4607410.903662 + Penalty 5138.054157 = -4602272.849506
  nChanged 11
		SP:Iteration 36Q (6768.720000 sec): 3 clusters
  Score: Raw -4607412.538161 + Penalty 5138.054157 = -4602274.484005
  nChanged 10
		SP:Iteration 37Q (6768.810000 sec): 3 clusters
  Score: Raw -4607414.168224 + Penalty 5138.054157 = -4602276.114068
  nChanged 9
		SP:Iteration 38Q (6768.900000 sec): 3 clusters
  Score: Raw -4607415.252869 + Penalty 5138.054157 = -4602277.198712
  nChanged 12
		SP:Iteration 39Q (6768.990000 sec): 3 clusters
  Score: Raw -4607416.932157 + Penalty 5138.054157 = -4602278.878001
  nChanged 16
		SP:Iteration 40F (6769.110000 sec): 3 clusters
  Score: Raw -4607419.842734 + Penalty 5138.054157 = -4602281.788578
  nChanged 17
		SP:Iteration 41Q (6769.190000 sec): 3 clusters
  Score: Raw -4607422.132167 + Penalty 5138.054157 = -4602284.078010
  nChanged 10
		SP:Iteration 42Q (6769.290000 sec): 3 clusters
  Score: Raw -4607424.057435 + Penalty 5138.054157 = -4602286.003279
  nChanged 15
		SP:Iteration 43Q (6769.370000 sec): 3 clusters
  Score: Raw -4607427.088275 + Penalty 5138.054157 = -4602289.034118
  nChanged 14
		SP:Iteration 44Q (6769.470000 sec): 3 clusters
  Score: Raw -4607429.173567 + Penalty 5138.054157 = -4602291.119411
  nChanged 10
		SP:Iteration 45Q (6769.550000 sec): 3 clusters
  Score: Raw -4607430.833956 + Penalty 5138.054157 = -4602292.779800
  nChanged 15
		SP:Iteration 46Q (6769.640000 sec): 3 clusters
  Score: Raw -4607434.538720 + Penalty 5138.054157 = -4602296.484563
  nChanged 17
		SP:Iteration 47Q (6769.730000 sec): 3 clusters
  Score: Raw -4607436.762801 + Penalty 5138.054157 = -4602298.708645
  nChanged 9
		SP:Iteration 48Q (6769.820000 sec): 3 clusters
  Score: Raw -4607438.246787 + Penalty 5138.054157 = -4602300.192630
  nChanged 8
		SP:Iteration 49Q (6769.910000 sec): 3 clusters
  Score: Raw -4607439.453876 + Penalty 5138.054157 = -4602301.399719
  nChanged 4
		SP:Iteration 50Q (6770.000000 sec): 3 clusters
  Score: Raw -4607440.090868 + Penalty 5138.054157 = -4602302.036712
  nChanged 6
		SP:Iteration 51Q (6770.090000 sec): 3 clusters
  Score: Raw -4607441.033397 + Penalty 5138.054157 = -4602302.979240
  nChanged 4
		SP:Iteration 52Q (6770.170000 sec): 3 clusters
  Score: Raw -4607441.527089 + Penalty 5138.054157 = -4602303.472933
  nChanged 3
		SP:Iteration 53Q (6770.270000 sec): 3 clusters
  Score: Raw -4607441.922142 + Penalty 5138.054157 = -4602303.867985
  nChanged 1
		SP:Iteration 54Q (6770.350000 sec): 3 clusters
  Score: Raw -4607442.081400 + Penalty 5138.054157 = -4602304.027243
  nChanged 0
		SP:Iteration 55F (6770.470000 sec): 3 clusters
  Score: Raw -4607442.081400 + Penalty 5138.054157 = -4602304.027243
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6770.790000 sec): 2 clusters
  Score: Raw -14358616.355029 + Penalty 2852.078443 = -14355764.276586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6771.150000 sec): 3 clusters
  Score: Raw -14295472.971536 + Penalty 5704.156886 = -14289768.814650
  nChanged 46427
		SP:Iteration 1F (6771.520000 sec): 3 clusters
  Score: Raw -14321884.346806 + Penalty 5704.156886 = -14316180.189920
  nChanged 3452
		SP:Iteration 2Q (6771.890000 sec): 3 clusters
  Score: Raw -14322739.852288 + Penalty 5704.156886 = -14317035.695402
  nChanged 3532
		SP:Iteration 3Q (6772.260000 sec): 3 clusters
  Score: Raw -14323664.137365 + Penalty 5704.156886 = -14317959.980479
  nChanged 3579
		SP:Iteration 4Q (6772.630000 sec): 3 clusters
  Score: Raw -14324686.748479 + Penalty 5704.156886 = -14318982.591592
  nChanged 3680
		SP:Iteration 5Q (6773.000000 sec): 3 clusters
  Score: Raw -14325851.607825 + Penalty 5704.156886 = -14320147.450939
  nChanged 4024
		SP:Iteration 6Q (6773.370000 sec): 3 clusters
  Score: Raw -14327262.255917 + Penalty 5704.156886 = -14321558.099031
  nChanged 4326
		SP:Iteration 7Q (6773.740000 sec): 3 clusters
  Score: Raw -14328887.630766 + Penalty 5704.156886 = -14323183.473880
  nChanged 4459
		SP:Iteration 8Q (6774.110000 sec): 3 clusters
  Score: Raw -14330795.652643 + Penalty 5704.156886 = -14325091.495757
  nChanged 4876
		SP:Iteration 9Q (6774.490000 sec): 3 clusters
  Score: Raw -14333245.055961 + Penalty 5704.156886 = -14327540.899074
  nChanged 5140
		SP:Iteration 10F (6774.850000 sec): 3 clusters
  Score: Raw -14336231.211757 + Penalty 5704.156886 = -14330527.054871
  nChanged 5096
		SP:Iteration 11F (6775.210000 sec): 3 clusters
  Score: Raw -14339544.254035 + Penalty 5704.156886 = -14333840.097149
  nChanged 4860
		SP:Iteration 12Q (6775.580000 sec): 3 clusters
  Score: Raw -14342983.032775 + Penalty 5704.156886 = -14337278.875889
  nChanged 4136
		SP:Iteration 13Q (6775.950000 sec): 3 clusters
  Score: Raw -14345903.263697 + Penalty 5704.156886 = -14340199.106811
  nChanged 3458
		SP:Iteration 14Q (6776.300000 sec): 3 clusters
  Score: Raw -14348125.627640 + Penalty 5704.156886 = -14342421.470754
  nChanged 2897
		SP:Iteration 15Q (6776.640000 sec): 3 clusters
  Score: Raw -14349819.038045 + Penalty 5704.156886 = -14344114.881159
  nChanged 2455
		SP:Iteration 16Q (6776.970000 sec): 3 clusters
  Score: Raw -14351181.775798 + Penalty 5704.156886 = -14345477.618912
  nChanged 2192
		SP:Iteration 17Q (6777.290000 sec): 3 clusters
  Score: Raw -14352399.817738 + Penalty 5704.156886 = -14346695.660852
  nChanged 2086
		SP:Iteration 18Q (6777.600000 sec): 3 clusters
  Score: Raw -14353570.896360 + Penalty 5704.156886 = -14347866.739474
  nChanged 1815
		SP:Iteration 19Q (6777.900000 sec): 3 clusters
  Score: Raw -14354594.898660 + Penalty 5704.156886 = -14348890.741774
  nChanged 1674
		SP:Iteration 20F (6778.260000 sec): 3 clusters
  Score: Raw -14355564.034719 + Penalty 5704.156886 = -14349859.877832
  nChanged 1413
		SP:Iteration 21Q (6778.550000 sec): 3 clusters
  Score: Raw -14356403.307844 + Penalty 5704.156886 = -14350699.150958
  nChanged 1161
		SP:Iteration 22Q (6778.830000 sec): 3 clusters
  Score: Raw -14357103.332793 + Penalty 5704.156886 = -14351399.175907
  nChanged 938
		SP:Iteration 23Q (6779.110000 sec): 3 clusters
  Score: Raw -14357672.320468 + Penalty 5704.156886 = -14351968.163582
  nChanged 746
		SP:Iteration 24Q (6779.380000 sec): 3 clusters
  Score: Raw -14358128.046689 + Penalty 5704.156886 = -14352423.889803
  nChanged 563
		SP:Iteration 25Q (6779.650000 sec): 3 clusters
  Score: Raw -14358457.613295 + Penalty 5704.156886 = -14352753.456409
  nChanged 407
		SP:Iteration 26Q (6779.910000 sec): 3 clusters
  Score: Raw -14358688.118802 + Penalty 5704.156886 = -14352983.961916
  nChanged 269
		SP:Iteration 27Q (6780.170000 sec): 3 clusters
  Score: Raw -14358844.570119 + Penalty 5704.156886 = -14353140.413233
  nChanged 210
		SP:Iteration 28Q (6780.430000 sec): 3 clusters
  Score: Raw -14358959.672029 + Penalty 5704.156886 = -14353255.515143
  nChanged 141
		SP:Iteration 29Q (6780.690000 sec): 3 clusters
  Score: Raw -14359025.881543 + Penalty 5704.156886 = -14353321.724657
  nChanged 83
		SP:Iteration 30Q (6780.950000 sec): 3 clusters
  Score: Raw -14359064.814822 + Penalty 5704.156886 = -14353360.657936
  nChanged 66
		SP:Iteration 31Q (6781.210000 sec): 3 clusters
  Score: Raw -14359094.144037 + Penalty 5704.156886 = -14353389.987151
  nChanged 54
		SP:Iteration 32Q (6781.460000 sec): 3 clusters
  Score: Raw -14359127.129109 + Penalty 5704.156886 = -14353422.972223
  nChanged 49
		SP:Iteration 33Q (6781.710000 sec): 3 clusters
  Score: Raw -14359156.471294 + Penalty 5704.156886 = -14353452.314408
  nChanged 40
		SP:Iteration 34Q (6781.970000 sec): 3 clusters
  Score: Raw -14359175.880289 + Penalty 5704.156886 = -14353471.723403
  nChanged 34
		SP:Iteration 35Q (6782.220000 sec): 3 clusters
  Score: Raw -14359190.917102 + Penalty 5704.156886 = -14353486.760216
  nChanged 19
		SP:Iteration 36Q (6782.480000 sec): 3 clusters
  Score: Raw -14359200.068923 + Penalty 5704.156886 = -14353495.912037
  nChanged 18
		SP:Iteration 37Q (6782.730000 sec): 3 clusters
  Score: Raw -14359208.299898 + Penalty 5704.156886 = -14353504.143012
  nChanged 23
		SP:Iteration 38Q (6782.990000 sec): 3 clusters
  Score: Raw -14359218.569811 + Penalty 5704.156886 = -14353514.412925
  nChanged 17
		SP:Iteration 39Q (6783.240000 sec): 3 clusters
  Score: Raw -14359228.485401 + Penalty 5704.156886 = -14353524.328515
  nChanged 13
		SP:Iteration 40F (6783.590000 sec): 3 clusters
  Score: Raw -14359235.043760 + Penalty 5704.156886 = -14353530.886874
  nChanged 10
		SP:Iteration 41Q (6783.850000 sec): 3 clusters
  Score: Raw -14359239.962116 + Penalty 5704.156886 = -14353535.805230
  nChanged 7
		SP:Iteration 42Q (6784.100000 sec): 3 clusters
  Score: Raw -14359243.678200 + Penalty 5704.156886 = -14353539.521314
  nChanged 6
		SP:Iteration 43Q (6784.360000 sec): 3 clusters
  Score: Raw -14359246.560637 + Penalty 5704.156886 = -14353542.403751
  nChanged 4
		SP:Iteration 44Q (6784.610000 sec): 3 clusters
  Score: Raw -14359247.693260 + Penalty 5704.156886 = -14353543.536374
  nChanged 1
		SP:Iteration 45Q (6784.870000 sec): 3 clusters
  Score: Raw -14359247.858152 + Penalty 5704.156886 = -14353543.701266
  nChanged 0
		SP:Iteration 46F (6785.220000 sec): 3 clusters
  Score: Raw -14359247.858152 + Penalty 5704.156886 = -14353543.701266
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6785.350000 sec): 2 clusters
  Score: Raw -5603362.844415 + Penalty 2602.846611 = -5600759.997804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6785.490000 sec): 3 clusters
  Score: Raw -5581297.617493 + Penalty 5205.693221 = -5576091.924271
  nChanged 16528
		SP:Iteration 1F (6785.620000 sec): 3 clusters
  Score: Raw -5590261.423605 + Penalty 5205.693221 = -5585055.730384
  nChanged 1580
		SP:Iteration 2Q (6785.750000 sec): 3 clusters
  Score: Raw -5590739.403586 + Penalty 5205.693221 = -5585533.710365
  nChanged 1428
		SP:Iteration 3Q (6785.890000 sec): 3 clusters
  Score: Raw -5591179.747081 + Penalty 5205.693221 = -5585974.053860
  nChanged 1366
		SP:Iteration 4Q (6786.020000 sec): 3 clusters
  Score: Raw -5591576.775893 + Penalty 5205.693221 = -5586371.082672
  nChanged 1337
		SP:Iteration 5Q (6786.160000 sec): 3 clusters
  Score: Raw -5591990.059296 + Penalty 5205.693221 = -5586784.366075
  nChanged 1253
		SP:Iteration 6Q (6786.290000 sec): 3 clusters
  Score: Raw -5592385.598713 + Penalty 5205.693221 = -5587179.905492
  nChanged 1285
		SP:Iteration 7Q (6786.430000 sec): 3 clusters
  Score: Raw -5592804.129250 + Penalty 5205.693221 = -5587598.436028
  nChanged 1317
		SP:Iteration 8Q (6786.560000 sec): 3 clusters
  Score: Raw -5593302.638534 + Penalty 5205.693221 = -5588096.945313
  nChanged 1397
		SP:Iteration 9Q (6786.690000 sec): 3 clusters
  Score: Raw -5593956.151942 + Penalty 5205.693221 = -5588750.458721
  nChanged 1585
		SP:Iteration 10Q (6786.830000 sec): 3 clusters
  Score: Raw -5594776.723531 + Penalty 5205.693221 = -5589571.030310
  nChanged 1683
		SP:Iteration 11Q (6786.960000 sec): 3 clusters
  Score: Raw -5595792.112776 + Penalty 5205.693221 = -5590586.419555
  nChanged 1714
		SP:Iteration 12Q (6787.100000 sec): 3 clusters
  Score: Raw -5596950.799350 + Penalty 5205.693221 = -5591745.106129
  nChanged 1603
		SP:Iteration 13Q (6787.230000 sec): 3 clusters
  Score: Raw -5598009.950567 + Penalty 5205.693221 = -5592804.257346
  nChanged 1378
		SP:Iteration 14Q (6787.360000 sec): 3 clusters
  Score: Raw -5598815.761266 + Penalty 5205.693221 = -5593610.068045
  nChanged 1026
		SP:Iteration 15Q (6787.490000 sec): 3 clusters
  Score: Raw -5599357.897946 + Penalty 5205.693221 = -5594152.204724
  nChanged 850
		SP:Iteration 16Q (6787.610000 sec): 3 clusters
  Score: Raw -5599779.437576 + Penalty 5205.693221 = -5594573.744354
  nChanged 736
		SP:Iteration 17Q (6787.730000 sec): 3 clusters
  Score: Raw -5600122.485446 + Penalty 5205.693221 = -5594916.792225
  nChanged 673
		SP:Iteration 18Q (6787.840000 sec): 3 clusters
  Score: Raw -5600432.204287 + Penalty 5205.693221 = -5595226.511066
  nChanged 626
		SP:Iteration 19Q (6787.960000 sec): 3 clusters
  Score: Raw -5600723.390649 + Penalty 5205.693221 = -5595517.697428
  nChanged 611
		SP:Iteration 20F (6788.090000 sec): 3 clusters
  Score: Raw -5601001.419466 + Penalty 5205.693221 = -5595795.726244
  nChanged 529
		SP:Iteration 21Q (6788.190000 sec): 3 clusters
  Score: Raw -5601242.392955 + Penalty 5205.693221 = -5596036.699734
  nChanged 528
		SP:Iteration 22Q (6788.310000 sec): 3 clusters
  Score: Raw -5601502.700330 + Penalty 5205.693221 = -5596297.007109
  nChanged 500
		SP:Iteration 23Q (6788.410000 sec): 3 clusters
  Score: Raw -5601772.857242 + Penalty 5205.693221 = -5596567.164021
  nChanged 483
		SP:Iteration 24Q (6788.520000 sec): 3 clusters
  Score: Raw -5602054.380094 + Penalty 5205.693221 = -5596848.686873
  nChanged 482
		SP:Iteration 25Q (6788.620000 sec): 3 clusters
  Score: Raw -5602351.352170 + Penalty 5205.693221 = -5597145.658948
  nChanged 412
		SP:Iteration 26Q (6788.720000 sec): 3 clusters
  Score: Raw -5602624.573569 + Penalty 5205.693221 = -5597418.880348
  nChanged 365
		SP:Iteration 27Q (6788.820000 sec): 3 clusters
  Score: Raw -5602874.819032 + Penalty 5205.693221 = -5597669.125810
  nChanged 298
		SP:Iteration 28Q (6788.920000 sec): 3 clusters
  Score: Raw -5603075.182230 + Penalty 5205.693221 = -5597869.489009
  nChanged 240
		SP:Iteration 29Q (6789.020000 sec): 3 clusters
  Score: Raw -5603245.789249 + Penalty 5205.693221 = -5598040.096028
  nChanged 167
		SP:Iteration 30Q (6789.110000 sec): 3 clusters
  Score: Raw -5603353.359275 + Penalty 5205.693221 = -5598147.666054
  nChanged 118
		SP:Iteration 31Q (6789.210000 sec): 3 clusters
  Score: Raw -5603434.327403 + Penalty 5205.693221 = -5598228.634182
  nChanged 73
		SP:Iteration 32Q (6789.300000 sec): 3 clusters
  Score: Raw -5603477.765710 + Penalty 5205.693221 = -5598272.072489
  nChanged 57
		SP:Iteration 33Q (6789.400000 sec): 3 clusters
  Score: Raw -5603521.353498 + Penalty 5205.693221 = -5598315.660276
  nChanged 49
		SP:Iteration 34Q (6789.490000 sec): 3 clusters
  Score: Raw -5603565.220219 + Penalty 5205.693221 = -5598359.526997
  nChanged 27
		SP:Iteration 35Q (6789.590000 sec): 3 clusters
  Score: Raw -5603585.116348 + Penalty 5205.693221 = -5598379.423127
  nChanged 25
		SP:Iteration 36Q (6789.680000 sec): 3 clusters
  Score: Raw -5603606.136716 + Penalty 5205.693221 = -5598400.443495
  nChanged 28
		SP:Iteration 37Q (6789.770000 sec): 3 clusters
  Score: Raw -5603626.764386 + Penalty 5205.693221 = -5598421.071164
  nChanged 24
		SP:Iteration 38Q (6789.860000 sec): 3 clusters
  Score: Raw -5603645.093397 + Penalty 5205.693221 = -5598439.400176
  nChanged 14
		SP:Iteration 39Q (6789.950000 sec): 3 clusters
  Score: Raw -5603655.424558 + Penalty 5205.693221 = -5598449.731337
  nChanged 11
		SP:Iteration 40F (6790.080000 sec): 3 clusters
  Score: Raw -5603663.521202 + Penalty 5205.693221 = -5598457.827980
  nChanged 10
		SP:Iteration 41Q (6790.170000 sec): 3 clusters
  Score: Raw -5603671.232691 + Penalty 5205.693221 = -5598465.539470
  nChanged 10
		SP:Iteration 42Q (6790.270000 sec): 3 clusters
  Score: Raw -5603681.057557 + Penalty 5205.693221 = -5598475.364336
  nChanged 11
		SP:Iteration 43Q (6790.360000 sec): 3 clusters
  Score: Raw -5603690.655830 + Penalty 5205.693221 = -5598484.962609
  nChanged 8
		SP:Iteration 44Q (6790.450000 sec): 3 clusters
  Score: Raw -5603696.637420 + Penalty 5205.693221 = -5598490.944199
  nChanged 6
		SP:Iteration 45Q (6790.540000 sec): 3 clusters
  Score: Raw -5603701.242786 + Penalty 5205.693221 = -5598495.549565
  nChanged 2
		SP:Iteration 46Q (6790.630000 sec): 3 clusters
  Score: Raw -5603702.274572 + Penalty 5205.693221 = -5598496.581351
  nChanged 1
		SP:Iteration 47Q (6790.730000 sec): 3 clusters
  Score: Raw -5603703.495009 + Penalty 5205.693221 = -5598497.801788
  nChanged 4
		SP:Iteration 48Q (6790.810000 sec): 3 clusters
  Score: Raw -5603705.551551 + Penalty 5205.693221 = -5598499.858330
  nChanged 2
		SP:Iteration 49Q (6790.910000 sec): 3 clusters
  Score: Raw -5603706.432166 + Penalty 5205.693221 = -5598500.738945
  nChanged 2
		SP:Iteration 50Q (6791.000000 sec): 3 clusters
  Score: Raw -5603707.007473 + Penalty 5205.693221 = -5598501.314252
  nChanged 1
		SP:Iteration 51Q (6791.090000 sec): 3 clusters
  Score: Raw -5603708.085720 + Penalty 5205.693221 = -5598502.392499
  nChanged 1
		SP:Iteration 52Q (6791.180000 sec): 3 clusters
  Score: Raw -5603709.520490 + Penalty 5205.693221 = -5598503.827268
  nChanged 3
		SP:Iteration 53Q (6791.280000 sec): 3 clusters
  Score: Raw -5603713.782699 + Penalty 5205.693221 = -5598508.089478
  nChanged 1
		SP:Iteration 54Q (6791.370000 sec): 3 clusters
  Score: Raw -5603715.168984 + Penalty 5205.693221 = -5598509.475762
  nChanged 3
		SP:Iteration 55Q (6791.460000 sec): 3 clusters
  Score: Raw -5603717.948836 + Penalty 5205.693221 = -5598512.255615
  nChanged 4
		SP:Iteration 56Q (6791.550000 sec): 3 clusters
  Score: Raw -5603720.438225 + Penalty 5205.693221 = -5598514.745004
  nChanged 3
		SP:Iteration 57Q (6791.640000 sec): 3 clusters
  Score: Raw -5603723.100121 + Penalty 5205.693221 = -5598517.406899
  nChanged 4
		SP:Iteration 58Q (6791.730000 sec): 3 clusters
  Score: Raw -5603726.759819 + Penalty 5205.693221 = -5598521.066597
  nChanged 0
		SP:Iteration 59F (6791.860000 sec): 3 clusters
  Score: Raw -5603726.759819 + Penalty 5205.693221 = -5598521.066597
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6792.180000 sec): 2 clusters
  Score: Raw -14573736.013139 + Penalty 2851.849794 = -14570884.163345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6792.540000 sec): 3 clusters
  Score: Raw -14510673.941417 + Penalty 5703.699588 = -14504970.241829
  nChanged 46704
		SP:Iteration 1F (6792.910000 sec): 3 clusters
  Score: Raw -14536918.501620 + Penalty 5703.699588 = -14531214.802032
  nChanged 2965
		SP:Iteration 2Q (6793.280000 sec): 3 clusters
  Score: Raw -14537530.279475 + Penalty 5703.699588 = -14531826.579887
  nChanged 2919
		SP:Iteration 3Q (6793.660000 sec): 3 clusters
  Score: Raw -14538178.682952 + Penalty 5703.699588 = -14532474.983364
  nChanged 3039
		SP:Iteration 4Q (6794.030000 sec): 3 clusters
  Score: Raw -14538902.554430 + Penalty 5703.699588 = -14533198.854842
  nChanged 3219
		SP:Iteration 5Q (6794.400000 sec): 3 clusters
  Score: Raw -14539798.246654 + Penalty 5703.699588 = -14534094.547066
  nChanged 3708
		SP:Iteration 6Q (6794.770000 sec): 3 clusters
  Score: Raw -14541100.024013 + Penalty 5703.699588 = -14535396.324425
  nChanged 4608
		SP:Iteration 7Q (6795.140000 sec): 3 clusters
  Score: Raw -14543182.199749 + Penalty 5703.699588 = -14537478.500161
  nChanged 5645
		SP:Iteration 8F (6795.510000 sec): 3 clusters
  Score: Raw -14546400.209370 + Penalty 5703.699588 = -14540696.509782
  nChanged 6753
		SP:Iteration 9F (6795.870000 sec): 3 clusters
  Score: Raw -14551107.568297 + Penalty 5703.699588 = -14545403.868709
  nChanged 7327
		SP:Iteration 10F (6796.240000 sec): 3 clusters
  Score: Raw -14556995.512361 + Penalty 5703.699588 = -14551291.812773
  nChanged 6908
		SP:Iteration 11F (6796.600000 sec): 3 clusters
  Score: Raw -14562946.361360 + Penalty 5703.699588 = -14557242.661772
  nChanged 5352
		SP:Iteration 12F (6796.960000 sec): 3 clusters
  Score: Raw -14567653.880872 + Penalty 5703.699588 = -14561950.181284
  nChanged 3507
		SP:Iteration 13Q (6797.300000 sec): 3 clusters
  Score: Raw -14570726.335490 + Penalty 5703.699588 = -14565022.635902
  nChanged 1937
		SP:Iteration 14Q (6797.620000 sec): 3 clusters
  Score: Raw -14572376.495988 + Penalty 5703.699588 = -14566672.796400
  nChanged 1018
		SP:Iteration 15Q (6797.920000 sec): 3 clusters
  Score: Raw -14573177.877190 + Penalty 5703.699588 = -14567474.177602
  nChanged 557
		SP:Iteration 16Q (6798.200000 sec): 3 clusters
  Score: Raw -14573606.500942 + Penalty 5703.699588 = -14567902.801354
  nChanged 336
		SP:Iteration 17Q (6798.470000 sec): 3 clusters
  Score: Raw -14573843.625729 + Penalty 5703.699588 = -14568139.926141
  nChanged 195
		SP:Iteration 18Q (6798.730000 sec): 3 clusters
  Score: Raw -14573953.347122 + Penalty 5703.699588 = -14568249.647534
  nChanged 115
		SP:Iteration 19Q (6798.990000 sec): 3 clusters
  Score: Raw -14574013.709287 + Penalty 5703.699588 = -14568310.009699
  nChanged 72
		SP:Iteration 20F (6799.340000 sec): 3 clusters
  Score: Raw -14574050.251879 + Penalty 5703.699588 = -14568346.552291
  nChanged 49
		SP:Iteration 21Q (6799.600000 sec): 3 clusters
  Score: Raw -14574078.681782 + Penalty 5703.699588 = -14568374.982194
  nChanged 44
		SP:Iteration 22Q (6799.860000 sec): 3 clusters
  Score: Raw -14574106.366953 + Penalty 5703.699588 = -14568402.667365
  nChanged 35
		SP:Iteration 23Q (6800.120000 sec): 3 clusters
  Score: Raw -14574126.768344 + Penalty 5703.699588 = -14568423.068756
  nChanged 25
		SP:Iteration 24Q (6800.370000 sec): 3 clusters
  Score: Raw -14574139.139486 + Penalty 5703.699588 = -14568435.439898
  nChanged 18
		SP:Iteration 25Q (6800.630000 sec): 3 clusters
  Score: Raw -14574150.921222 + Penalty 5703.699588 = -14568447.221634
  nChanged 18
		SP:Iteration 26Q (6800.880000 sec): 3 clusters
  Score: Raw -14574161.661284 + Penalty 5703.699588 = -14568457.961696
  nChanged 20
		SP:Iteration 27Q (6801.140000 sec): 3 clusters
  Score: Raw -14574174.344706 + Penalty 5703.699588 = -14568470.645118
  nChanged 21
		SP:Iteration 28Q (6801.400000 sec): 3 clusters
  Score: Raw -14574186.672396 + Penalty 5703.699588 = -14568482.972808
  nChanged 18
		SP:Iteration 29Q (6801.650000 sec): 3 clusters
  Score: Raw -14574195.866740 + Penalty 5703.699588 = -14568492.167152
  nChanged 9
		SP:Iteration 30Q (6801.900000 sec): 3 clusters
  Score: Raw -14574201.418256 + Penalty 5703.699588 = -14568497.718668
  nChanged 9
		SP:Iteration 31Q (6802.160000 sec): 3 clusters
  Score: Raw -14574206.715338 + Penalty 5703.699588 = -14568503.015750
  nChanged 7
		SP:Iteration 32Q (6802.410000 sec): 3 clusters
  Score: Raw -14574209.670813 + Penalty 5703.699588 = -14568505.971225
  nChanged 4
		SP:Iteration 33Q (6802.660000 sec): 3 clusters
  Score: Raw -14574211.385785 + Penalty 5703.699588 = -14568507.686197
  nChanged 1
		SP:Iteration 34Q (6802.920000 sec): 3 clusters
  Score: Raw -14574211.586340 + Penalty 5703.699588 = -14568507.886752
  nChanged 2
		SP:Iteration 35Q (6803.170000 sec): 3 clusters
  Score: Raw -14574212.553307 + Penalty 5703.699588 = -14568508.853719
  nChanged 7
		SP:Iteration 36Q (6803.420000 sec): 3 clusters
  Score: Raw -14574216.921909 + Penalty 5703.699588 = -14568513.222321
  nChanged 5
		SP:Iteration 37Q (6803.680000 sec): 3 clusters
  Score: Raw -14574220.513047 + Penalty 5703.699588 = -14568516.813459
  nChanged 9
		SP:Iteration 38Q (6803.930000 sec): 3 clusters
  Score: Raw -14574227.506316 + Penalty 5703.699588 = -14568523.806728
  nChanged 7
		SP:Iteration 39Q (6804.180000 sec): 3 clusters
  Score: Raw -14574232.200426 + Penalty 5703.699588 = -14568528.500838
  nChanged 9
		SP:Iteration 40F (6804.540000 sec): 3 clusters
  Score: Raw -14574238.357264 + Penalty 5703.699588 = -14568534.657676
  nChanged 11
		SP:Iteration 41Q (6804.800000 sec): 3 clusters
  Score: Raw -14574244.296649 + Penalty 5703.699588 = -14568540.597060
  nChanged 8
		SP:Iteration 42Q (6805.050000 sec): 3 clusters
  Score: Raw -14574248.601186 + Penalty 5703.699588 = -14568544.901598
  nChanged 5
		SP:Iteration 43Q (6805.300000 sec): 3 clusters
  Score: Raw -14574251.444584 + Penalty 5703.699588 = -14568547.744996
  nChanged 4
		SP:Iteration 44Q (6805.560000 sec): 3 clusters
  Score: Raw -14574252.981459 + Penalty 5703.699588 = -14568549.281870
  nChanged 3
		SP:Iteration 45Q (6805.810000 sec): 3 clusters
  Score: Raw -14574254.611907 + Penalty 5703.699588 = -14568550.912318
  nChanged 2
		SP:Iteration 46Q (6806.060000 sec): 3 clusters
  Score: Raw -14574255.415946 + Penalty 5703.699588 = -14568551.716358
  nChanged 0
		SP:Iteration 47F (6806.420000 sec): 3 clusters
  Score: Raw -14574255.415946 + Penalty 5703.699588 = -14568551.716358
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6806.460000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6806.460000 sec): 3 clusters
  Score: Raw -22194.248719 + Penalty 2547.356025 = -19646.892694
  nChanged 11
		SP:Iteration 1F (6806.460000 sec): 3 clusters
  Score: Raw -22258.536074 + Penalty 2547.356025 = -19711.180049
  nChanged 2
		SP:Iteration 2Q (6806.460000 sec): 3 clusters
  Score: Raw -22274.165167 + Penalty 2547.356025 = -19726.809142
  nChanged 2
		SP:Iteration 3Q (6806.460000 sec): 3 clusters
  Score: Raw -22289.870673 + Penalty 2547.356025 = -19742.514648
  nChanged 1
		SP:Iteration 4Q (6806.460000 sec): 3 clusters
  Score: Raw -22297.699492 + Penalty 2547.356025 = -19750.343467
  nChanged 0
		SP:Iteration 5F (6806.460000 sec): 3 clusters
  Score: Raw -22297.699492 + Penalty 2547.356025 = -19750.343467
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6806.630000 sec): 2 clusters
  Score: Raw -7501035.638050 + Penalty 2688.595070 = -7498347.042979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6806.820000 sec): 3 clusters
  Score: Raw -7469264.131559 + Penalty 5377.190141 = -7463886.941419
  nChanged 23704
		SP:Iteration 1F (6807.010000 sec): 3 clusters
  Score: Raw -7482231.490088 + Penalty 5377.190141 = -7476854.299948
  nChanged 1892
		SP:Iteration 2Q (6807.210000 sec): 3 clusters
  Score: Raw -7482743.464461 + Penalty 5377.190141 = -7477366.274321
  nChanged 1824
		SP:Iteration 3Q (6807.400000 sec): 3 clusters
  Score: Raw -7483283.130859 + Penalty 5377.190141 = -7477905.940718
  nChanged 1881
		SP:Iteration 4Q (6807.590000 sec): 3 clusters
  Score: Raw -7483932.315411 + Penalty 5377.190141 = -7478555.125270
  nChanged 2106
		SP:Iteration 5Q (6807.780000 sec): 3 clusters
  Score: Raw -7484742.243937 + Penalty 5377.190141 = -7479365.053796
  nChanged 2288
		SP:Iteration 6Q (6807.970000 sec): 3 clusters
  Score: Raw -7485727.995584 + Penalty 5377.190141 = -7480350.805443
  nChanged 2415
		SP:Iteration 7Q (6808.160000 sec): 3 clusters
  Score: Raw -7486877.804930 + Penalty 5377.190141 = -7481500.614789
  nChanged 2480
		SP:Iteration 8Q (6808.360000 sec): 3 clusters
  Score: Raw -7488160.069664 + Penalty 5377.190141 = -7482782.879523
  nChanged 2552
		SP:Iteration 9Q (6808.540000 sec): 3 clusters
  Score: Raw -7489483.707014 + Penalty 5377.190141 = -7484106.516873
  nChanged 2477
		SP:Iteration 10Q (6808.740000 sec): 3 clusters
  Score: Raw -7490754.563598 + Penalty 5377.190141 = -7485377.373458
  nChanged 2230
		SP:Iteration 11Q (6808.920000 sec): 3 clusters
  Score: Raw -7491843.959350 + Penalty 5377.190141 = -7486466.769209
  nChanged 2067
		SP:Iteration 12Q (6809.110000 sec): 3 clusters
  Score: Raw -7492811.868802 + Penalty 5377.190141 = -7487434.678661
  nChanged 1941
		SP:Iteration 13Q (6809.300000 sec): 3 clusters
  Score: Raw -7493730.234577 + Penalty 5377.190141 = -7488353.044436
  nChanged 1991
		SP:Iteration 14Q (6809.480000 sec): 3 clusters
  Score: Raw -7494689.537806 + Penalty 5377.190141 = -7489312.347665
  nChanged 1929
		SP:Iteration 15Q (6809.660000 sec): 3 clusters
  Score: Raw -7495651.908550 + Penalty 5377.190141 = -7490274.718409
  nChanged 1955
		SP:Iteration 16Q (6809.840000 sec): 3 clusters
  Score: Raw -7496671.851975 + Penalty 5377.190141 = -7491294.661834
  nChanged 1855
		SP:Iteration 17Q (6810.010000 sec): 3 clusters
  Score: Raw -7497660.228744 + Penalty 5377.190141 = -7492283.038603
  nChanged 1607
		SP:Iteration 18Q (6810.180000 sec): 3 clusters
  Score: Raw -7498517.238520 + Penalty 5377.190141 = -7493140.048379
  nChanged 1351
		SP:Iteration 19Q (6810.340000 sec): 3 clusters
  Score: Raw -7499242.288514 + Penalty 5377.190141 = -7493865.098373
  nChanged 1077
		SP:Iteration 20F (6810.530000 sec): 3 clusters
  Score: Raw -7499789.595804 + Penalty 5377.190141 = -7494412.405663
  nChanged 820
		SP:Iteration 21Q (6810.680000 sec): 3 clusters
  Score: Raw -7500192.389483 + Penalty 5377.190141 = -7494815.199342
  nChanged 608
		SP:Iteration 22Q (6810.830000 sec): 3 clusters
  Score: Raw -7500500.910959 + Penalty 5377.190141 = -7495123.720818
  nChanged 454
		SP:Iteration 23Q (6810.980000 sec): 3 clusters
  Score: Raw -7500724.201173 + Penalty 5377.190141 = -7495347.011032
  nChanged 320
		SP:Iteration 24Q (6811.120000 sec): 3 clusters
  Score: Raw -7500889.739657 + Penalty 5377.190141 = -7495512.549516
  nChanged 256
		SP:Iteration 25Q (6811.260000 sec): 3 clusters
  Score: Raw -7501017.728594 + Penalty 5377.190141 = -7495640.538453
  nChanged 195
		SP:Iteration 26Q (6811.400000 sec): 3 clusters
  Score: Raw -7501114.228248 + Penalty 5377.190141 = -7495737.038107
  nChanged 150
		SP:Iteration 27Q (6811.540000 sec): 3 clusters
  Score: Raw -7501192.588386 + Penalty 5377.190141 = -7495815.398245
  nChanged 113
		SP:Iteration 28Q (6811.680000 sec): 3 clusters
  Score: Raw -7501256.240066 + Penalty 5377.190141 = -7495879.049925
  nChanged 95
		SP:Iteration 29Q (6811.820000 sec): 3 clusters
  Score: Raw -7501306.332636 + Penalty 5377.190141 = -7495929.142495
  nChanged 72
		SP:Iteration 30Q (6811.950000 sec): 3 clusters
  Score: Raw -7501346.692690 + Penalty 5377.190141 = -7495969.502549
  nChanged 68
		SP:Iteration 31Q (6812.090000 sec): 3 clusters
  Score: Raw -7501384.246636 + Penalty 5377.190141 = -7496007.056495
  nChanged 47
		SP:Iteration 32Q (6812.220000 sec): 3 clusters
  Score: Raw -7501406.893374 + Penalty 5377.190141 = -7496029.703233
  nChanged 36
		SP:Iteration 33Q (6812.360000 sec): 3 clusters
  Score: Raw -7501426.362364 + Penalty 5377.190141 = -7496049.172223
  nChanged 29
		SP:Iteration 34Q (6812.490000 sec): 3 clusters
  Score: Raw -7501441.138489 + Penalty 5377.190141 = -7496063.948348
  nChanged 31
		SP:Iteration 35Q (6812.630000 sec): 3 clusters
  Score: Raw -7501455.093249 + Penalty 5377.190141 = -7496077.903108
  nChanged 26
		SP:Iteration 36Q (6812.760000 sec): 3 clusters
  Score: Raw -7501467.634327 + Penalty 5377.190141 = -7496090.444186
  nChanged 19
		SP:Iteration 37Q (6812.900000 sec): 3 clusters
  Score: Raw -7501477.543772 + Penalty 5377.190141 = -7496100.353631
  nChanged 21
		SP:Iteration 38Q (6813.030000 sec): 3 clusters
  Score: Raw -7501489.525678 + Penalty 5377.190141 = -7496112.335537
  nChanged 25
		SP:Iteration 39Q (6813.160000 sec): 3 clusters
  Score: Raw -7501503.701750 + Penalty 5377.190141 = -7496126.511609
  nChanged 19
		SP:Iteration 40F (6813.340000 sec): 3 clusters
  Score: Raw -7501510.863273 + Penalty 5377.190141 = -7496133.673132
  nChanged 10
		SP:Iteration 41Q (6813.480000 sec): 3 clusters
  Score: Raw -7501514.875132 + Penalty 5377.190141 = -7496137.684991
  nChanged 7
		SP:Iteration 42Q (6813.610000 sec): 3 clusters
  Score: Raw -7501517.255960 + Penalty 5377.190141 = -7496140.065819
  nChanged 8
		SP:Iteration 43Q (6813.740000 sec): 3 clusters
  Score: Raw -7501520.574535 + Penalty 5377.190141 = -7496143.384394
  nChanged 5
		SP:Iteration 44Q (6813.880000 sec): 3 clusters
  Score: Raw -7501523.203168 + Penalty 5377.190141 = -7496146.013027
  nChanged 6
		SP:Iteration 45Q (6814.010000 sec): 3 clusters
  Score: Raw -7501526.304659 + Penalty 5377.190141 = -7496149.114518
  nChanged 7
		SP:Iteration 46Q (6814.140000 sec): 3 clusters
  Score: Raw -7501529.618687 + Penalty 5377.190141 = -7496152.428546
  nChanged 6
		SP:Iteration 47Q (6814.280000 sec): 3 clusters
  Score: Raw -7501531.958808 + Penalty 5377.190141 = -7496154.768667
  nChanged 3
		SP:Iteration 48Q (6814.420000 sec): 3 clusters
  Score: Raw -7501532.974936 + Penalty 5377.190141 = -7496155.784795
  nChanged 4
		SP:Iteration 49Q (6814.550000 sec): 3 clusters
  Score: Raw -7501534.570816 + Penalty 5377.190141 = -7496157.380675
  nChanged 1
		SP:Iteration 50Q (6814.680000 sec): 3 clusters
  Score: Raw -7501535.051844 + Penalty 5377.190141 = -7496157.861703
  nChanged 1
		SP:Iteration 51Q (6814.810000 sec): 3 clusters
  Score: Raw -7501535.417703 + Penalty 5377.190141 = -7496158.227562
  nChanged 0
		SP:Iteration 52F (6815.000000 sec): 3 clusters
  Score: Raw -7501535.417703 + Penalty 5377.190141 = -7496158.227562
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6815.020000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6815.020000 sec): 3 clusters
  Score: Raw -76072.231751 + Penalty 3043.240186 = -73028.991565
  nChanged 119
		SP:Iteration 1F (6815.020000 sec): 3 clusters
  Score: Raw -76373.076442 + Penalty 3043.240186 = -73329.836256
  nChanged 52
		SP:Iteration 2F (6815.020000 sec): 3 clusters
  Score: Raw -76585.340447 + Penalty 3043.240186 = -73542.100261
  nChanged 36
		SP:Iteration 3F (6815.030000 sec): 3 clusters
  Score: Raw -76749.220912 + Penalty 3043.240186 = -73705.980726
  nChanged 13
		SP:Iteration 4Q (6815.030000 sec): 3 clusters
  Score: Raw -76811.341347 + Penalty 3043.240186 = -73768.101161
  nChanged 2
		SP:Iteration 5Q (6815.030000 sec): 3 clusters
  Score: Raw -76822.668545 + Penalty 3043.240186 = -73779.428359
  nChanged 1
		SP:Iteration 6Q (6815.030000 sec): 3 clusters
  Score: Raw -76832.245035 + Penalty 3043.240186 = -73789.004849
  nChanged 1
		SP:Iteration 7Q (6815.030000 sec): 3 clusters
  Score: Raw -76843.302475 + Penalty 3043.240186 = -73800.062289
  nChanged 2
		SP:Iteration 8Q (6815.030000 sec): 3 clusters
  Score: Raw -76858.296595 + Penalty 3043.240186 = -73815.056409
  nChanged 1
		SP:Iteration 9Q (6815.040000 sec): 3 clusters
  Score: Raw -76862.466949 + Penalty 3043.240186 = -73819.226763
  nChanged 1
		SP:Iteration 10Q (6815.040000 sec): 3 clusters
  Score: Raw -76864.291603 + Penalty 3043.240186 = -73821.051417
  nChanged 0
		SP:Iteration 11F (6815.040000 sec): 3 clusters
  Score: Raw -76864.291603 + Penalty 3043.240186 = -73821.051417
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6815.040000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6815.040000 sec): 3 clusters
  Score: Raw -68267.426771 + Penalty 3055.958832 = -65211.467939
  nChanged 75
		SP:Iteration 1F (6815.040000 sec): 3 clusters
  Score: Raw -68403.500674 + Penalty 3055.958832 = -65347.541842
  nChanged 18
		SP:Iteration 2Q (6815.050000 sec): 3 clusters
  Score: Raw -68448.791101 + Penalty 3055.958832 = -65392.832269
  nChanged 9
		SP:Iteration 3Q (6815.050000 sec): 3 clusters
  Score: Raw -68475.541078 + Penalty 3055.958832 = -65419.582246
  nChanged 8
		SP:Iteration 4Q (6815.050000 sec): 3 clusters
  Score: Raw -68500.355932 + Penalty 3055.958832 = -65444.397101
  nChanged 4
		SP:Iteration 5Q (6815.050000 sec): 3 clusters
  Score: Raw -68509.814912 + Penalty 3055.958832 = -65453.856081
  nChanged 0
		SP:Iteration 6F (6815.060000 sec): 3 clusters
  Score: Raw -68509.814912 + Penalty 3055.958832 = -65453.856081
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (268463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6815.940000 sec): 2 clusters
  Score: Raw -39726690.479392 + Penalty 3100.116158 = -39723590.363233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6816.940000 sec): 3 clusters
  Score: Raw -39549025.115037 + Penalty 6200.232317 = -39542824.882720
  nChanged 130098
		SP:Iteration 1F (6817.930000 sec): 3 clusters
  Score: Raw -39625461.695617 + Penalty 6200.232317 = -39619261.463300
  nChanged 6062
		SP:Iteration 2Q (6818.940000 sec): 3 clusters
  Score: Raw -39626411.481323 + Penalty 6200.232317 = -39620211.249007
  nChanged 6172
		SP:Iteration 3Q (6819.940000 sec): 3 clusters
  Score: Raw -39627443.892669 + Penalty 6200.232317 = -39621243.660352
  nChanged 6395
		SP:Iteration 4Q (6820.950000 sec): 3 clusters
  Score: Raw -39628626.541433 + Penalty 6200.232317 = -39622426.309116
  nChanged 6931
		SP:Iteration 5Q (6821.960000 sec): 3 clusters
  Score: Raw -39630173.714692 + Penalty 6200.232317 = -39623973.482376
  nChanged 8154
		SP:Iteration 6Q (6822.980000 sec): 3 clusters
  Score: Raw -39632423.641772 + Penalty 6200.232317 = -39626223.409455
  nChanged 9919
		SP:Iteration 7Q (6823.980000 sec): 3 clusters
  Score: Raw -39635920.665542 + Penalty 6200.232317 = -39629720.433225
  nChanged 12294
		SP:Iteration 8Q (6824.990000 sec): 3 clusters
  Score: Raw -39641681.124938 + Penalty 6200.232317 = -39635480.892621
  nChanged 15438
		SP:Iteration 9F (6825.980000 sec): 3 clusters
  Score: Raw -39651132.614253 + Penalty 6200.232317 = -39644932.381937
  nChanged 18175
		SP:Iteration 10F (6826.980000 sec): 3 clusters
  Score: Raw -39664835.350464 + Penalty 6200.232317 = -39658635.118147
  nChanged 18204
		SP:Iteration 11F (6827.970000 sec): 3 clusters
  Score: Raw -39680133.579628 + Penalty 6200.232317 = -39673933.347311
  nChanged 15266
		SP:Iteration 12F (6828.960000 sec): 3 clusters
  Score: Raw -39692907.627129 + Penalty 6200.232317 = -39686707.394812
  nChanged 11367
		SP:Iteration 13Q (6829.890000 sec): 3 clusters
  Score: Raw -39702186.959598 + Penalty 6200.232317 = -39695986.727281
  nChanged 8111
		SP:Iteration 14Q (6830.770000 sec): 3 clusters
  Score: Raw -39708332.284670 + Penalty 6200.232317 = -39702132.052353
  nChanged 5875
		SP:Iteration 15Q (6831.590000 sec): 3 clusters
  Score: Raw -39712575.479277 + Penalty 6200.232317 = -39706375.246960
  nChanged 4478
		SP:Iteration 16Q (6832.380000 sec): 3 clusters
  Score: Raw -39715851.842001 + Penalty 6200.232317 = -39709651.609684
  nChanged 3517
		SP:Iteration 17Q (6833.140000 sec): 3 clusters
  Score: Raw -39718434.119285 + Penalty 6200.232317 = -39712233.886968
  nChanged 2715
		SP:Iteration 18Q (6833.890000 sec): 3 clusters
  Score: Raw -39720445.896875 + Penalty 6200.232317 = -39714245.664558
  nChanged 2116
		SP:Iteration 19Q (6834.620000 sec): 3 clusters
  Score: Raw -39722021.332588 + Penalty 6200.232317 = -39715821.100271
  nChanged 1670
		SP:Iteration 20F (6835.600000 sec): 3 clusters
  Score: Raw -39723179.834892 + Penalty 6200.232317 = -39716979.602575
  nChanged 1337
		SP:Iteration 21Q (6836.310000 sec): 3 clusters
  Score: Raw -39724050.556797 + Penalty 6200.232317 = -39717850.324480
  nChanged 1038
		SP:Iteration 22Q (6837.000000 sec): 3 clusters
  Score: Raw -39724678.972628 + Penalty 6200.232317 = -39718478.740311
  nChanged 821
		SP:Iteration 23Q (6837.700000 sec): 3 clusters
  Score: Raw -39725139.581022 + Penalty 6200.232317 = -39718939.348705
  nChanged 674
		SP:Iteration 24Q (6838.390000 sec): 3 clusters
  Score: Raw -39725472.764407 + Penalty 6200.232317 = -39719272.532090
  nChanged 545
		SP:Iteration 25Q (6839.080000 sec): 3 clusters
  Score: Raw -39725727.799939 + Penalty 6200.232317 = -39719527.567622
  nChanged 461
		SP:Iteration 26Q (6839.760000 sec): 3 clusters
  Score: Raw -39725931.209442 + Penalty 6200.232317 = -39719730.977125
  nChanged 388
		SP:Iteration 27Q (6840.450000 sec): 3 clusters
  Score: Raw -39726096.027583 + Penalty 6200.232317 = -39719895.795266
  nChanged 330
		SP:Iteration 28Q (6841.130000 sec): 3 clusters
  Score: Raw -39726235.448596 + Penalty 6200.232317 = -39720035.216279
  nChanged 298
		SP:Iteration 29Q (6841.810000 sec): 3 clusters
  Score: Raw -39726351.205856 + Penalty 6200.232317 = -39720150.973539
  nChanged 241
		SP:Iteration 30Q (6842.490000 sec): 3 clusters
  Score: Raw -39726440.236750 + Penalty 6200.232317 = -39720240.004433
  nChanged 215
		SP:Iteration 31Q (6843.180000 sec): 3 clusters
  Score: Raw -39726518.949241 + Penalty 6200.232317 = -39720318.716924
  nChanged 191
		SP:Iteration 32Q (6843.860000 sec): 3 clusters
  Score: Raw -39726594.742494 + Penalty 6200.232317 = -39720394.510177
  nChanged 168
		SP:Iteration 33Q (6844.540000 sec): 3 clusters
  Score: Raw -39726662.170975 + Penalty 6200.232317 = -39720461.938658
  nChanged 146
		SP:Iteration 34Q (6845.220000 sec): 3 clusters
  Score: Raw -39726713.767073 + Penalty 6200.232317 = -39720513.534756
  nChanged 117
		SP:Iteration 35Q (6845.900000 sec): 3 clusters
  Score: Raw -39726758.342197 + Penalty 6200.232317 = -39720558.109880
  nChanged 106
		SP:Iteration 36Q (6846.580000 sec): 3 clusters
  Score: Raw -39726791.484706 + Penalty 6200.232317 = -39720591.252389
  nChanged 96
		SP:Iteration 37Q (6847.250000 sec): 3 clusters
  Score: Raw -39726820.860802 + Penalty 6200.232317 = -39720620.628485
  nChanged 84
		SP:Iteration 38Q (6847.930000 sec): 3 clusters
  Score: Raw -39726847.220063 + Penalty 6200.232317 = -39720646.987746
  nChanged 74
		SP:Iteration 39Q (6848.610000 sec): 3 clusters
  Score: Raw -39726868.913640 + Penalty 6200.232317 = -39720668.681323
  nChanged 55
		SP:Iteration 40F (6849.590000 sec): 3 clusters
  Score: Raw -39726888.174547 + Penalty 6200.232317 = -39720687.942231
  nChanged 65
		SP:Iteration 41Q (6850.270000 sec): 3 clusters
  Score: Raw -39726910.136509 + Penalty 6200.232317 = -39720709.904192
  nChanged 60
		SP:Iteration 42Q (6850.950000 sec): 3 clusters
  Score: Raw -39726928.918025 + Penalty 6200.232317 = -39720728.685708
  nChanged 43
		SP:Iteration 43Q (6851.620000 sec): 3 clusters
  Score: Raw -39726942.922477 + Penalty 6200.232317 = -39720742.690160
  nChanged 32
		SP:Iteration 44Q (6852.300000 sec): 3 clusters
  Score: Raw -39726954.529413 + Penalty 6200.232317 = -39720754.297096
  nChanged 34
		SP:Iteration 45Q (6852.980000 sec): 3 clusters
  Score: Raw -39726965.246370 + Penalty 6200.232317 = -39720765.014053
  nChanged 26
		SP:Iteration 46Q (6853.650000 sec): 3 clusters
  Score: Raw -39726973.724734 + Penalty 6200.232317 = -39720773.492417
  nChanged 22
		SP:Iteration 47Q (6854.330000 sec): 3 clusters
  Score: Raw -39726980.352732 + Penalty 6200.232317 = -39720780.120416
  nChanged 24
		SP:Iteration 48Q (6855.010000 sec): 3 clusters
  Score: Raw -39726989.020631 + Penalty 6200.232317 = -39720788.788315
  nChanged 22
		SP:Iteration 49Q (6855.680000 sec): 3 clusters
  Score: Raw -39726997.467900 + Penalty 6200.232317 = -39720797.235583
  nChanged 27
		SP:Iteration 50Q (6856.360000 sec): 3 clusters
  Score: Raw -39727008.022483 + Penalty 6200.232317 = -39720807.790167
  nChanged 27
		SP:Iteration 51Q (6857.030000 sec): 3 clusters
  Score: Raw -39727017.333641 + Penalty 6200.232317 = -39720817.101324
  nChanged 29
		SP:Iteration 52Q (6857.710000 sec): 3 clusters
  Score: Raw -39727027.675303 + Penalty 6200.232317 = -39720827.442986
  nChanged 28
		SP:Iteration 53Q (6858.380000 sec): 3 clusters
  Score: Raw -39727036.783221 + Penalty 6200.232317 = -39720836.550905
  nChanged 31
		SP:Iteration 54Q (6859.060000 sec): 3 clusters
  Score: Raw -39727047.196782 + Penalty 6200.232317 = -39720846.964465
  nChanged 17
		SP:Iteration 55Q (6859.730000 sec): 3 clusters
  Score: Raw -39727054.453565 + Penalty 6200.232317 = -39720854.221249
  nChanged 19
		SP:Iteration 56Q (6860.400000 sec): 3 clusters
  Score: Raw -39727062.490011 + Penalty 6200.232317 = -39720862.257694
  nChanged 22
		SP:Iteration 57Q (6861.080000 sec): 3 clusters
  Score: Raw -39727070.858122 + Penalty 6200.232317 = -39720870.625805
  nChanged 25
		SP:Iteration 58Q (6861.760000 sec): 3 clusters
  Score: Raw -39727080.824281 + Penalty 6200.232317 = -39720880.591964
  nChanged 21
		SP:Iteration 59Q (6862.440000 sec): 3 clusters
  Score: Raw -39727086.656731 + Penalty 6200.232317 = -39720886.424414
  nChanged 14
		SP:Iteration 60F (6863.400000 sec): 3 clusters
  Score: Raw -39727090.561587 + Penalty 6200.232317 = -39720890.329271
  nChanged 8
		SP:Iteration 61Q (6864.080000 sec): 3 clusters
  Score: Raw -39727092.921351 + Penalty 6200.232317 = -39720892.689034
  nChanged 8
		SP:Iteration 62Q (6864.760000 sec): 3 clusters
  Score: Raw -39727095.364651 + Penalty 6200.232317 = -39720895.132334
  nChanged 6
		SP:Iteration 63Q (6865.440000 sec): 3 clusters
  Score: Raw -39727097.216116 + Penalty 6200.232317 = -39720896.983799
  nChanged 5
		SP:Iteration 64Q (6866.110000 sec): 3 clusters
  Score: Raw -39727098.935540 + Penalty 6200.232317 = -39720898.703223
  nChanged 4
		SP:Iteration 65Q (6866.790000 sec): 3 clusters
  Score: Raw -39727099.881151 + Penalty 6200.232317 = -39720899.648834
  nChanged 3
		SP:Iteration 66Q (6867.460000 sec): 3 clusters
  Score: Raw -39727100.782555 + Penalty 6200.232317 = -39720900.550238
  nChanged 7
		SP:Iteration 67Q (6868.140000 sec): 3 clusters
  Score: Raw -39727103.603011 + Penalty 6200.232317 = -39720903.370694
  nChanged 11
		SP:Iteration 68Q (6868.810000 sec): 3 clusters
  Score: Raw -39727106.515259 + Penalty 6200.232317 = -39720906.282942
  nChanged 7
		SP:Iteration 69Q (6869.480000 sec): 3 clusters
  Score: Raw -39727108.146641 + Penalty 6200.232317 = -39720907.914324
  nChanged 4
		SP:Iteration 70Q (6870.160000 sec): 3 clusters
  Score: Raw -39727109.295277 + Penalty 6200.232317 = -39720909.062960
  nChanged 5
		SP:Iteration 71Q (6870.830000 sec): 3 clusters
  Score: Raw -39727110.686940 + Penalty 6200.232317 = -39720910.454623
  nChanged 1
		SP:Iteration 72Q (6871.510000 sec): 3 clusters
  Score: Raw -39727111.032000 + Penalty 6200.232317 = -39720910.799684
  nChanged 2
		SP:Iteration 73Q (6872.180000 sec): 3 clusters
  Score: Raw -39727111.339707 + Penalty 6200.232317 = -39720911.107391
  nChanged 1
		SP:Iteration 74Q (6872.860000 sec): 3 clusters
  Score: Raw -39727111.633878 + Penalty 6200.232317 = -39720911.401561
  nChanged 2
		SP:Iteration 75Q (6873.540000 sec): 3 clusters
  Score: Raw -39727112.184277 + Penalty 6200.232317 = -39720911.951960
  nChanged 1
		SP:Iteration 76Q (6874.210000 sec): 3 clusters
  Score: Raw -39727112.415224 + Penalty 6200.232317 = -39720912.182907
  nChanged 0
		SP:Iteration 77F (6875.180000 sec): 3 clusters
  Score: Raw -39727112.415224 + Penalty 6200.232317 = -39720912.182907
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33593 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6875.360000 sec): 2 clusters
  Score: Raw -5134675.926099 + Penalty 2584.674102 = -5132091.251997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6875.490000 sec): 3 clusters
  Score: Raw -5114275.923154 + Penalty 5169.348203 = -5109106.574951
  nChanged 15213
		SP:Iteration 1F (6875.610000 sec): 3 clusters
  Score: Raw -5122587.637729 + Penalty 5169.348203 = -5117418.289526
  nChanged 1432
		SP:Iteration 2Q (6875.740000 sec): 3 clusters
  Score: Raw -5122958.181175 + Penalty 5169.348203 = -5117788.832972
  nChanged 1171
		SP:Iteration 3Q (6875.860000 sec): 3 clusters
  Score: Raw -5123249.098348 + Penalty 5169.348203 = -5118079.750144
  nChanged 1051
		SP:Iteration 4Q (6875.990000 sec): 3 clusters
  Score: Raw -5123508.951716 + Penalty 5169.348203 = -5118339.603512
  nChanged 949
		SP:Iteration 5Q (6876.110000 sec): 3 clusters
  Score: Raw -5123731.237329 + Penalty 5169.348203 = -5118561.889126
  nChanged 902
		SP:Iteration 6Q (6876.240000 sec): 3 clusters
  Score: Raw -5123961.399640 + Penalty 5169.348203 = -5118792.051437
  nChanged 914
		SP:Iteration 7Q (6876.360000 sec): 3 clusters
  Score: Raw -5124232.827802 + Penalty 5169.348203 = -5119063.479598
  nChanged 1017
		SP:Iteration 8Q (6876.490000 sec): 3 clusters
  Score: Raw -5124599.488674 + Penalty 5169.348203 = -5119430.140471
  nChanged 1281
		SP:Iteration 9Q (6876.620000 sec): 3 clusters
  Score: Raw -5125193.094130 + Penalty 5169.348203 = -5120023.745927
  nChanged 1705
		SP:Iteration 10F (6876.740000 sec): 3 clusters
  Score: Raw -5126194.567570 + Penalty 5169.348203 = -5121025.219367
  nChanged 2107
		SP:Iteration 11F (6876.860000 sec): 3 clusters
  Score: Raw -5127688.384783 + Penalty 5169.348203 = -5122519.036580
  nChanged 2340
		SP:Iteration 12F (6876.980000 sec): 3 clusters
  Score: Raw -5129631.991283 + Penalty 5169.348203 = -5124462.643079
  nChanged 2225
		SP:Iteration 13F (6877.110000 sec): 3 clusters
  Score: Raw -5131671.924756 + Penalty 5169.348203 = -5126502.576553
  nChanged 1681
		SP:Iteration 14F (6877.230000 sec): 3 clusters
  Score: Raw -5133250.598599 + Penalty 5169.348203 = -5128081.250396
  nChanged 946
		SP:Iteration 15Q (6877.340000 sec): 3 clusters
  Score: Raw -5134125.144670 + Penalty 5169.348203 = -5128955.796467
  nChanged 425
		SP:Iteration 16Q (6877.440000 sec): 3 clusters
  Score: Raw -5134547.051837 + Penalty 5169.348203 = -5129377.703633
  nChanged 186
		SP:Iteration 17Q (6877.530000 sec): 3 clusters
  Score: Raw -5134754.921113 + Penalty 5169.348203 = -5129585.572909
  nChanged 78
		SP:Iteration 18Q (6877.620000 sec): 3 clusters
  Score: Raw -5134851.683863 + Penalty 5169.348203 = -5129682.335659
  nChanged 32
		SP:Iteration 19Q (6877.710000 sec): 3 clusters
  Score: Raw -5134896.565248 + Penalty 5169.348203 = -5129727.217044
  nChanged 24
		SP:Iteration 20F (6877.840000 sec): 3 clusters
  Score: Raw -5134929.831527 + Penalty 5169.348203 = -5129760.483324
  nChanged 14
		SP:Iteration 21Q (6877.920000 sec): 3 clusters
  Score: Raw -5134945.625739 + Penalty 5169.348203 = -5129776.277535
  nChanged 9
		SP:Iteration 22Q (6878.010000 sec): 3 clusters
  Score: Raw -5134952.303754 + Penalty 5169.348203 = -5129782.955551
  nChanged 3
		SP:Iteration 23Q (6878.090000 sec): 3 clusters
  Score: Raw -5134955.328292 + Penalty 5169.348203 = -5129785.980088
  nChanged 4
		SP:Iteration 24Q (6878.180000 sec): 3 clusters
  Score: Raw -5134962.215748 + Penalty 5169.348203 = -5129792.867544
  nChanged 4
		SP:Iteration 25Q (6878.270000 sec): 3 clusters
  Score: Raw -5134966.353717 + Penalty 5169.348203 = -5129797.005514
  nChanged 1
		SP:Iteration 26Q (6878.350000 sec): 3 clusters
  Score: Raw -5134967.104225 + Penalty 5169.348203 = -5129797.756022
  nChanged 1
		SP:Iteration 27Q (6878.440000 sec): 3 clusters
  Score: Raw -5134967.438407 + Penalty 5169.348203 = -5129798.090204
  nChanged 1
		SP:Iteration 28Q (6878.520000 sec): 3 clusters
  Score: Raw -5134968.642181 + Penalty 5169.348203 = -5129799.293978
  nChanged 0
		SP:Iteration 29F (6878.640000 sec): 3 clusters
  Score: Raw -5134968.642181 + Penalty 5169.348203 = -5129799.293978
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.660000 sec): 2 clusters
  Score: Raw -140086.188840 + Penalty 1729.902654 = -138356.286186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.670000 sec): 3 clusters
  Score: Raw -139857.936079 + Penalty 3459.805308 = -136398.130771
  nChanged 289
		SP:Iteration 1F (6878.670000 sec): 3 clusters
  Score: Raw -140232.342868 + Penalty 3459.805308 = -136772.537560
  nChanged 92
		SP:Iteration 2F (6878.670000 sec): 3 clusters
  Score: Raw -140384.440822 + Penalty 3459.805308 = -136924.635514
  nChanged 48
		SP:Iteration 3Q (6878.680000 sec): 3 clusters
  Score: Raw -140463.877656 + Penalty 3459.805308 = -137004.072348
  nChanged 31
		SP:Iteration 4Q (6878.680000 sec): 3 clusters
  Score: Raw -140509.150425 + Penalty 3459.805308 = -137049.345117
  nChanged 21
		SP:Iteration 5Q (6878.690000 sec): 3 clusters
  Score: Raw -140544.001862 + Penalty 3459.805308 = -137084.196554
  nChanged 14
		SP:Iteration 6Q (6878.690000 sec): 3 clusters
  Score: Raw -140563.324675 + Penalty 3459.805308 = -137103.519367
  nChanged 10
		SP:Iteration 7Q (6878.690000 sec): 3 clusters
  Score: Raw -140577.138806 + Penalty 3459.805308 = -137117.333498
  nChanged 7
		SP:Iteration 8Q (6878.690000 sec): 3 clusters
  Score: Raw -140586.105142 + Penalty 3459.805308 = -137126.299834
  nChanged 6
		SP:Iteration 9Q (6878.700000 sec): 3 clusters
  Score: Raw -140595.542036 + Penalty 3459.805308 = -137135.736728
  nChanged 5
		SP:Iteration 10Q (6878.700000 sec): 3 clusters
  Score: Raw -140598.912696 + Penalty 3459.805308 = -137139.107388
  nChanged 4
		SP:Iteration 11Q (6878.710000 sec): 3 clusters
  Score: Raw -140603.059799 + Penalty 3459.805308 = -137143.254491
  nChanged 6
		SP:Iteration 12Q (6878.710000 sec): 3 clusters
  Score: Raw -140610.342711 + Penalty 3459.805308 = -137150.537403
  nChanged 4
		SP:Iteration 13Q (6878.710000 sec): 3 clusters
  Score: Raw -140614.556024 + Penalty 3459.805308 = -137154.750716
  nChanged 7
		SP:Iteration 14Q (6878.720000 sec): 3 clusters
  Score: Raw -140625.190343 + Penalty 3459.805308 = -137165.385035
  nChanged 2
		SP:Iteration 15Q (6878.720000 sec): 3 clusters
  Score: Raw -140627.313485 + Penalty 3459.805308 = -137167.508177
  nChanged 3
		SP:Iteration 16Q (6878.720000 sec): 3 clusters
  Score: Raw -140631.621102 + Penalty 3459.805308 = -137171.815794
  nChanged 2
		SP:Iteration 17Q (6878.730000 sec): 3 clusters
  Score: Raw -140633.083989 + Penalty 3459.805308 = -137173.278681
  nChanged 2
		SP:Iteration 18Q (6878.730000 sec): 3 clusters
  Score: Raw -140635.051131 + Penalty 3459.805308 = -137175.245823
  nChanged 0
		SP:Iteration 19F (6878.730000 sec): 3 clusters
  Score: Raw -140635.051131 + Penalty 3459.805308 = -137175.245823
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.740000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.740000 sec): 3 clusters
  Score: Raw -31491.523477 + Penalty 2705.839273 = -28785.684203
  nChanged 20
		SP:Iteration 1F (6878.740000 sec): 3 clusters
  Score: Raw -31557.211570 + Penalty 2705.839273 = -28851.372297
  nChanged 7
		SP:Iteration 2Q (6878.740000 sec): 3 clusters
  Score: Raw -31583.857331 + Penalty 2705.839273 = -28878.018058
  nChanged 2
		SP:Iteration 3Q (6878.740000 sec): 3 clusters
  Score: Raw -31596.829487 + Penalty 2705.839273 = -28890.990214
  nChanged 5
		SP:Iteration 4Q (6878.740000 sec): 3 clusters
  Score: Raw -31619.286093 + Penalty 2705.839273 = -28913.446819
  nChanged 2
		SP:Iteration 5Q (6878.740000 sec): 3 clusters
  Score: Raw -31622.722493 + Penalty 2705.839273 = -28916.883220
  nChanged 1
		SP:Iteration 6Q (6878.740000 sec): 3 clusters
  Score: Raw -31624.536182 + Penalty 2705.839273 = -28918.696909
  nChanged 0
		SP:Iteration 7F (6878.750000 sec): 3 clusters
  Score: Raw -31624.536182 + Penalty 2705.839273 = -28918.696909
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.750000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.750000 sec): 3 clusters
  Score: Raw -77788.005225 + Penalty 3172.049753 = -74615.955473
  nChanged 131
		SP:Iteration 1F (6878.750000 sec): 3 clusters
  Score: Raw -78095.354263 + Penalty 3172.049753 = -74923.304510
  nChanged 45
		SP:Iteration 2F (6878.750000 sec): 3 clusters
  Score: Raw -78294.382223 + Penalty 3172.049753 = -75122.332471
  nChanged 44
		SP:Iteration 3F (6878.760000 sec): 3 clusters
  Score: Raw -78467.190552 + Penalty 3172.049753 = -75295.140799
  nChanged 38
		SP:Iteration 4F (6878.760000 sec): 3 clusters
  Score: Raw -78591.758113 + Penalty 3172.049753 = -75419.708361
  nChanged 28
		SP:Iteration 5Q (6878.760000 sec): 3 clusters
  Score: Raw -78705.647677 + Penalty 3172.049753 = -75533.597924
  nChanged 17
		SP:Iteration 6Q (6878.770000 sec): 3 clusters
  Score: Raw -78771.302112 + Penalty 3172.049753 = -75599.252359
  nChanged 11
		SP:Iteration 7Q (6878.770000 sec): 3 clusters
  Score: Raw -78793.238263 + Penalty 3172.049753 = -75621.188510
  nChanged 7
		SP:Iteration 8Q (6878.770000 sec): 3 clusters
  Score: Raw -78811.581183 + Penalty 3172.049753 = -75639.531431
  nChanged 2
		SP:Iteration 9Q (6878.770000 sec): 3 clusters
  Score: Raw -78814.922912 + Penalty 3172.049753 = -75642.873159
  nChanged 4
		SP:Iteration 10Q (6878.770000 sec): 3 clusters
  Score: Raw -78824.668673 + Penalty 3172.049753 = -75652.618920
  nChanged 2
		SP:Iteration 11Q (6878.770000 sec): 3 clusters
  Score: Raw -78829.261739 + Penalty 3172.049753 = -75657.211987
  nChanged 0
		SP:Iteration 12F (6878.770000 sec): 3 clusters
  Score: Raw -78829.261739 + Penalty 3172.049753 = -75657.211987
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.780000 sec): 2 clusters
  Score: Raw -23358.389553 + Penalty 1347.563057 = -22010.826496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.780000 sec): 3 clusters
  Score: Raw -23707.818228 + Penalty 2695.126114 = -21012.692114
  nChanged 35
		SP:Iteration 1F (6878.780000 sec): 3 clusters
  Score: Raw -24170.791126 + Penalty 2695.126114 = -21475.665013
  nChanged 15
		SP:Iteration 2F (6878.780000 sec): 3 clusters
  Score: Raw -24253.421419 + Penalty 2695.126114 = -21558.295305
  nChanged 12
		SP:Iteration 3F (6878.780000 sec): 3 clusters
  Score: Raw -24333.106725 + Penalty 2695.126114 = -21637.980611
  nChanged 9
		SP:Iteration 4Q (6878.780000 sec): 3 clusters
  Score: Raw -24417.047194 + Penalty 2695.126114 = -21721.921080
  nChanged 7
		SP:Iteration 5Q (6878.790000 sec): 3 clusters
  Score: Raw -24530.907989 + Penalty 2695.126114 = -21835.781875
  nChanged 2
		SP:Iteration 6Q (6878.790000 sec): 3 clusters
  Score: Raw -24545.052649 + Penalty 2695.126114 = -21849.926535
  nChanged 0
		SP:Iteration 7F (6878.790000 sec): 3 clusters
  Score: Raw -24545.052649 + Penalty 2695.126114 = -21849.926535
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.790000 sec): 2 clusters
  Score: Raw -33429.954582 + Penalty 1392.055770 = -32037.898812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.790000 sec): 3 clusters
  Score: Raw -33611.620282 + Penalty 2784.111541 = -30827.508742
  nChanged 31
		SP:Iteration 1F (6878.790000 sec): 3 clusters
  Score: Raw -33759.801614 + Penalty 2784.111541 = -30975.690073
  nChanged 8
		SP:Iteration 2Q (6878.790000 sec): 3 clusters
  Score: Raw -33790.861581 + Penalty 2784.111541 = -31006.750040
  nChanged 4
		SP:Iteration 3Q (6878.790000 sec): 3 clusters
  Score: Raw -33813.455786 + Penalty 2784.111541 = -31029.344245
  nChanged 2
		SP:Iteration 4Q (6878.790000 sec): 3 clusters
  Score: Raw -33822.878202 + Penalty 2784.111541 = -31038.766662
  nChanged 1
		SP:Iteration 5Q (6878.790000 sec): 3 clusters
  Score: Raw -33828.573962 + Penalty 2784.111541 = -31044.462421
  nChanged 2
		SP:Iteration 6Q (6878.800000 sec): 3 clusters
  Score: Raw -33844.768733 + Penalty 2784.111541 = -31060.657192
  nChanged 1
		SP:Iteration 7Q (6878.800000 sec): 3 clusters
  Score: Raw -33849.454088 + Penalty 2784.111541 = -31065.342547
  nChanged 1
		SP:Iteration 8Q (6878.800000 sec): 3 clusters
  Score: Raw -33850.845425 + Penalty 2784.111541 = -31066.733884
  nChanged 1
		SP:Iteration 9Q (6878.800000 sec): 3 clusters
  Score: Raw -33852.833021 + Penalty 2784.111541 = -31068.721480
  nChanged 0
		SP:Iteration 10F (6878.800000 sec): 3 clusters
  Score: Raw -33852.833021 + Penalty 2784.111541 = -31068.721480
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.800000 sec): 2 clusters
  Score: Raw -29409.107282 + Penalty 1334.214544 = -28074.892739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.810000 sec): 3 clusters
  Score: Raw -29557.072228 + Penalty 2668.429087 = -26888.643140
  nChanged 26
		SP:Iteration 1F (6878.810000 sec): 3 clusters
  Score: Raw -29672.043033 + Penalty 2668.429087 = -27003.613946
  nChanged 6
		SP:Iteration 2Q (6878.810000 sec): 3 clusters
  Score: Raw -29706.821546 + Penalty 2668.429087 = -27038.392459
  nChanged 4
		SP:Iteration 3Q (6878.810000 sec): 3 clusters
  Score: Raw -29724.647249 + Penalty 2668.429087 = -27056.218162
  nChanged 0
		SP:Iteration 4F (6878.810000 sec): 3 clusters
  Score: Raw -29724.647249 + Penalty 2668.429087 = -27056.218162
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.810000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.810000 sec): 3 clusters
  Score: Raw -55124.107236 + Penalty 2975.472535 = -52148.634701
  nChanged 48
		SP:Iteration 1F (6878.810000 sec): 3 clusters
  Score: Raw -55278.037443 + Penalty 2975.472535 = -52302.564908
  nChanged 22
		SP:Iteration 2F (6878.810000 sec): 3 clusters
  Score: Raw -55350.282821 + Penalty 2975.472535 = -52374.810287
  nChanged 9
		SP:Iteration 3Q (6878.820000 sec): 3 clusters
  Score: Raw -55380.514574 + Penalty 2975.472535 = -52405.042039
  nChanged 3
		SP:Iteration 4Q (6878.820000 sec): 3 clusters
  Score: Raw -55390.687462 + Penalty 2975.472535 = -52415.214927
  nChanged 2
		SP:Iteration 5Q (6878.820000 sec): 3 clusters
  Score: Raw -55392.581236 + Penalty 2975.472535 = -52417.108702
  nChanged 2
		SP:Iteration 6Q (6878.820000 sec): 3 clusters
  Score: Raw -55394.949703 + Penalty 2975.472535 = -52419.477168
  nChanged 1
		SP:Iteration 7Q (6878.820000 sec): 3 clusters
  Score: Raw -55396.483738 + Penalty 2975.472535 = -52421.011203
  nChanged 0
		SP:Iteration 8F (6878.830000 sec): 3 clusters
  Score: Raw -55396.483738 + Penalty 2975.472535 = -52421.011203
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.830000 sec): 2 clusters
  Score: Raw -15668.246963 + Penalty 1297.314937 = -14370.932026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.830000 sec): 3 clusters
  Score: Raw -16105.287801 + Penalty 2594.629874 = -13510.657927
  nChanged 38
		SP:Iteration 1F (6878.830000 sec): 3 clusters
  Score: Raw -16363.269419 + Penalty 2594.629874 = -13768.639545
  nChanged 8
		SP:Iteration 2Q (6878.830000 sec): 3 clusters
  Score: Raw -16429.290905 + Penalty 2594.629874 = -13834.661032
  nChanged 4
		SP:Iteration 3Q (6878.830000 sec): 3 clusters
  Score: Raw -16462.951123 + Penalty 2594.629874 = -13868.321249
  nChanged 2
		SP:Iteration 4Q (6878.830000 sec): 3 clusters
  Score: Raw -16472.849595 + Penalty 2594.629874 = -13878.219721
  nChanged 2
		SP:Iteration 5Q (6878.830000 sec): 3 clusters
  Score: Raw -16479.131685 + Penalty 2594.629874 = -13884.501811
  nChanged 0
		SP:Iteration 6F (6878.830000 sec): 3 clusters
  Score: Raw -16479.131685 + Penalty 2594.629874 = -13884.501811
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.830000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.840000 sec): 3 clusters
  Score: Raw -29582.283201 + Penalty 2686.385799 = -26895.897402
  nChanged 16
		SP:Iteration 1F (6878.840000 sec): 3 clusters
  Score: Raw -29650.240106 + Penalty 2686.385799 = -26963.854307
  nChanged 7
		SP:Iteration 2Q (6878.840000 sec): 3 clusters
  Score: Raw -29685.218771 + Penalty 2686.385799 = -26998.832971
  nChanged 4
		SP:Iteration 3Q (6878.840000 sec): 3 clusters
  Score: Raw -29701.682175 + Penalty 2686.385799 = -27015.296375
  nChanged 2
		SP:Iteration 4Q (6878.840000 sec): 3 clusters
  Score: Raw -29710.982802 + Penalty 2686.385799 = -27024.597003
  nChanged 1
		SP:Iteration 5Q (6878.840000 sec): 3 clusters
  Score: Raw -29715.546681 + Penalty 2686.385799 = -27029.160882
  nChanged 1
		SP:Iteration 6Q (6878.840000 sec): 3 clusters
  Score: Raw -29721.317445 + Penalty 2686.385799 = -27034.931645
  nChanged 3
		SP:Iteration 7Q (6878.840000 sec): 3 clusters
  Score: Raw -29750.545350 + Penalty 2686.385799 = -27064.159551
  nChanged 2
		SP:Iteration 8Q (6878.840000 sec): 3 clusters
  Score: Raw -29800.881745 + Penalty 2686.385799 = -27114.495945
  nChanged 3
		SP:Iteration 9Q (6878.840000 sec): 3 clusters
  Score: Raw -29880.506269 + Penalty 2686.385799 = -27194.120469
  nChanged 3
		SP:Iteration 10Q (6878.850000 sec): 3 clusters
  Score: Raw -29891.463437 + Penalty 2686.385799 = -27205.077637
  nChanged 1
		SP:Iteration 11Q (6878.850000 sec): 3 clusters
  Score: Raw -29896.489125 + Penalty 2686.385799 = -27210.103325
  nChanged 0
		SP:Iteration 12F (6878.850000 sec): 3 clusters
  Score: Raw -29896.489125 + Penalty 2686.385799 = -27210.103325
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (340 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.850000 sec): 2 clusters
  Score: Raw -45830.392090 + Penalty 1445.578513 = -44384.813577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.850000 sec): 3 clusters
  Score: Raw -45981.500172 + Penalty 2891.157026 = -43090.343145
  nChanged 58
		SP:Iteration 1F (6878.850000 sec): 3 clusters
  Score: Raw -46148.597039 + Penalty 2891.157026 = -43257.440013
  nChanged 19
		SP:Iteration 2F (6878.850000 sec): 3 clusters
  Score: Raw -46216.760215 + Penalty 2891.157026 = -43325.603189
  nChanged 9
		SP:Iteration 3Q (6878.850000 sec): 3 clusters
  Score: Raw -46251.162957 + Penalty 2891.157026 = -43360.005931
  nChanged 9
		SP:Iteration 4Q (6878.850000 sec): 3 clusters
  Score: Raw -46281.731856 + Penalty 2891.157026 = -43390.574830
  nChanged 3
		SP:Iteration 5Q (6878.860000 sec): 3 clusters
  Score: Raw -46290.448335 + Penalty 2891.157026 = -43399.291309
  nChanged 0
		SP:Iteration 6F (6878.860000 sec): 3 clusters
  Score: Raw -46290.448335 + Penalty 2891.157026 = -43399.291309
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.860000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.860000 sec): 3 clusters
  Score: Raw -55269.599637 + Penalty 3005.325105 = -52264.274532
  nChanged 80
		SP:Iteration 1F (6878.870000 sec): 3 clusters
  Score: Raw -55459.287361 + Penalty 3005.325105 = -52453.962256
  nChanged 20
		SP:Iteration 2Q (6878.870000 sec): 3 clusters
  Score: Raw -55507.428886 + Penalty 3005.325105 = -52502.103781
  nChanged 5
		SP:Iteration 3Q (6878.870000 sec): 3 clusters
  Score: Raw -55519.514223 + Penalty 3005.325105 = -52514.189118
  nChanged 0
		SP:Iteration 4F (6878.870000 sec): 3 clusters
  Score: Raw -55519.514223 + Penalty 3005.325105 = -52514.189118
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 38 (221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.870000 sec): 2 clusters
  Score: Raw -26010.390594 + Penalty 1338.744350 = -24671.646244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.870000 sec): 3 clusters
  Score: Raw -26576.981537 + Penalty 2677.488700 = -23899.492837
  nChanged 49
		SP:Iteration 1F (6878.870000 sec): 3 clusters
  Score: Raw -27075.006120 + Penalty 2677.488700 = -24397.517420
  nChanged 22
		SP:Iteration 2F (6878.880000 sec): 3 clusters
  Score: Raw -27334.015069 + Penalty 2677.488700 = -24656.526369
  nChanged 4
		SP:Iteration 3Q (6878.880000 sec): 3 clusters
  Score: Raw -27422.391646 + Penalty 2677.488700 = -24744.902946
  nChanged 1
		SP:Iteration 4Q (6878.880000 sec): 3 clusters
  Score: Raw -27474.309489 + Penalty 2677.488700 = -24796.820789
  nChanged 0
		SP:Iteration 5F (6878.880000 sec): 3 clusters
  Score: Raw -27474.309489 + Penalty 2677.488700 = -24796.820789
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 39.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.890000 sec): 2 clusters
  Score: Raw -68776.888008 + Penalty 1547.588410 = -67229.299598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.890000 sec): 3 clusters
  Score: Raw -68815.567442 + Penalty 3095.176819 = -65720.390622
  nChanged 94
		SP:Iteration 1F (6878.890000 sec): 3 clusters
  Score: Raw -69014.725352 + Penalty 3095.176819 = -65919.548533
  nChanged 28
		SP:Iteration 2F (6878.890000 sec): 3 clusters
  Score: Raw -69072.777916 + Penalty 3095.176819 = -65977.601096
  nChanged 9
		SP:Iteration 3Q (6878.890000 sec): 3 clusters
  Score: Raw -69122.073334 + Penalty 3095.176819 = -66026.896515
  nChanged 6
		SP:Iteration 4Q (6878.890000 sec): 3 clusters
  Score: Raw -69151.739974 + Penalty 3095.176819 = -66056.563155
  nChanged 11
		SP:Iteration 5Q (6878.900000 sec): 3 clusters
  Score: Raw -69175.315989 + Penalty 3095.176819 = -66080.139170
  nChanged 6
		SP:Iteration 6Q (6878.900000 sec): 3 clusters
  Score: Raw -69190.877394 + Penalty 3095.176819 = -66095.700575
  nChanged 6
		SP:Iteration 7Q (6878.900000 sec): 3 clusters
  Score: Raw -69207.911336 + Penalty 3095.176819 = -66112.734516
  nChanged 6
		SP:Iteration 8Q (6878.900000 sec): 3 clusters
  Score: Raw -69220.254433 + Penalty 3095.176819 = -66125.077614
  nChanged 3
		SP:Iteration 9Q (6878.900000 sec): 3 clusters
  Score: Raw -69223.813899 + Penalty 3095.176819 = -66128.637080
  nChanged 1
		SP:Iteration 10Q (6878.910000 sec): 3 clusters
  Score: Raw -69225.507556 + Penalty 3095.176819 = -66130.330737
  nChanged 2
		SP:Iteration 11Q (6878.910000 sec): 3 clusters
  Score: Raw -69229.621041 + Penalty 3095.176819 = -66134.444222
  nChanged 2
		SP:Iteration 12Q (6878.910000 sec): 3 clusters
  Score: Raw -69233.711908 + Penalty 3095.176819 = -66138.535088
  nChanged 1
		SP:Iteration 13Q (6878.910000 sec): 3 clusters
  Score: Raw -69235.138960 + Penalty 3095.176819 = -66139.962141
  nChanged 0
		SP:Iteration 14F (6878.910000 sec): 3 clusters
  Score: Raw -69235.138960 + Penalty 3095.176819 = -66139.962141
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.910000 sec): 2 clusters
  Score: Raw -8501.333831 + Penalty 1165.719131 = -7335.614700
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.910000 sec): 3 clusters
  Score: Raw -8965.572607 + Penalty 2331.438261 = -6634.134345
  nChanged 17
		SP:Iteration 1F (6878.910000 sec): 3 clusters
  Score: Raw -9176.263213 + Penalty 2331.438261 = -6844.824952
  nChanged 2
		SP:Iteration 2Q (6878.920000 sec): 3 clusters
  Score: Raw -9183.971930 + Penalty 2331.438261 = -6852.533668
  nChanged 1
		SP:Iteration 3Q (6878.920000 sec): 3 clusters
  Score: Raw -9188.098291 + Penalty 2331.438261 = -6856.660029
  nChanged 0
		SP:Iteration 4F (6878.920000 sec): 3 clusters
  Score: Raw -9188.098291 + Penalty 2331.438261 = -6856.660029
  nChanged 0
Deleting Class 38 (54 points): Lose 1430.415500 but Gain 3374.686117
Iteration 219Q (6889.910000 sec): 41 clusters
  Score: Raw -117643091.178496 + Penalty 134987.444692 = -117508103.733804
  nChanged 55
Iteration 220F (6931.100000 sec): 41 clusters
  Score: Raw -117643727.038848 + Penalty 134987.444692 = -117508739.594156
  nChanged 30
Iteration 221Q (6941.630000 sec): 41 clusters
  Score: Raw -117644800.423385 + Penalty 134987.444692 = -117509812.978693
  nChanged 20
Iteration 222Q (6952.140000 sec): 41 clusters
  Score: Raw -117645034.635454 + Penalty 134987.444692 = -117510047.190762
  nChanged 9
Iteration 223Q (6962.660000 sec): 41 clusters
  Score: Raw -117645118.159082 + Penalty 134987.444692 = -117510130.714390
  nChanged 2
Iteration 224Q (6973.180000 sec): 41 clusters
  Score: Raw -117645124.365396 + Penalty 134987.444692 = -117510136.920704
  nChanged 0
Iteration 225F (7014.180000 sec): 41 clusters
  Score: Raw -117653595.440099 + Penalty 134987.444692 = -117518607.995408
  nChanged 181
Iteration 226Q (7024.740000 sec): 41 clusters
  Score: Raw -117660112.841254 + Penalty 134987.444692 = -117525125.396563
  nChanged 17
Iteration 227Q (7035.290000 sec): 41 clusters
  Score: Raw -117660496.471242 + Penalty 134987.444692 = -117525509.026550
  nChanged 4
Iteration 228Q (7045.840000 sec): 41 clusters
  Score: Raw -117660845.859242 + Penalty 134987.444692 = -117525858.414550
  nChanged 5
Iteration 229Q (7056.380000 sec): 41 clusters
  Score: Raw -117661022.867899 + Penalty 134987.444692 = -117526035.423207
  nChanged 7
Iteration 230Q (7066.930000 sec): 41 clusters
  Score: Raw -117661148.848747 + Penalty 134987.444692 = -117526161.404055
  nChanged 3
Iteration 231Q (7077.500000 sec): 41 clusters
  Score: Raw -117661222.762734 + Penalty 134987.444692 = -117526235.318042
  nChanged 3
Iteration 232Q (7088.110000 sec): 41 clusters
  Score: Raw -117661255.311575 + Penalty 134987.444692 = -117526267.866883
  nChanged 2
Iteration 233Q (7098.660000 sec): 41 clusters
  Score: Raw -117661266.570968 + Penalty 134987.444692 = -117526279.126276
  nChanged 2
Iteration 234Q (7109.200000 sec): 41 clusters
  Score: Raw -117661277.183817 + Penalty 134987.444692 = -117526289.739125
  nChanged 9
Iteration 235Q (7119.720000 sec): 41 clusters
  Score: Raw -117661284.778266 + Penalty 134987.444692 = -117526297.333574
  nChanged 4
Iteration 236Q (7130.270000 sec): 41 clusters
  Score: Raw -117661284.930201 + Penalty 134987.444692 = -117526297.485509
  nChanged 7
Iteration 237Q (7140.810000 sec): 41 clusters
  Score: Raw -117661285.148644 + Penalty 134987.444692 = -117526297.703952
  nChanged 6
Iteration 238Q (7151.350000 sec): 41 clusters
  Score: Raw -117661285.304453 + Penalty 134987.444692 = -117526297.859761
  nChanged 7
Iteration 239Q (7161.890000 sec): 41 clusters
  Score: Raw -117661285.490775 + Penalty 134987.444692 = -117526298.046083
  nChanged 9
Iteration 240F (7203.320000 sec): 41 clusters
  Score: Raw -117662160.994528 + Penalty 134987.444692 = -117527173.549836
  nChanged 33
Iteration 241Q (7213.870000 sec): 41 clusters
  Score: Raw -117663217.850180 + Penalty 134987.444692 = -117528230.405488
  nChanged 15
Iteration 242Q (7224.420000 sec): 41 clusters
  Score: Raw -117663463.083844 + Penalty 134987.444692 = -117528475.639152
  nChanged 11
Iteration 243Q (7234.940000 sec): 41 clusters
  Score: Raw -117663563.737606 + Penalty 134987.444692 = -117528576.292914
  nChanged 16
Iteration 244Q (7245.450000 sec): 41 clusters
  Score: Raw -117663565.774934 + Penalty 134987.444692 = -117528578.330242
  nChanged 12
Iteration 245Q (7255.950000 sec): 41 clusters
  Score: Raw -117663619.412241 + Penalty 134987.444692 = -117528631.967549
  nChanged 14
Iteration 246Q (7266.460000 sec): 41 clusters
  Score: Raw -117663619.848489 + Penalty 134987.444692 = -117528632.403797
  nChanged 12
Iteration 247Q (7276.990000 sec): 41 clusters
  Score: Raw -117663620.247713 + Penalty 134987.444692 = -117528632.803021
  nChanged 17
Iteration 248Q (7287.510000 sec): 41 clusters
  Score: Raw -117663620.869099 + Penalty 134987.444692 = -117528633.424407
  nChanged 12
Iteration 249Q (7298.040000 sec): 41 clusters
  Score: Raw -117663621.234041 + Penalty 134987.444692 = -117528633.789349
  nChanged 8
Iteration 250Q (7308.570000 sec): 41 clusters
  Score: Raw -117663621.638630 + Penalty 134987.444692 = -117528634.193938
  nChanged 13
Iteration 251Q (7319.090000 sec): 41 clusters
  Score: Raw -117663622.137489 + Penalty 134987.444692 = -117528634.692797
  nChanged 11
Iteration 252Q (7329.610000 sec): 41 clusters
  Score: Raw -117663622.593287 + Penalty 134987.444692 = -117528635.148595
  nChanged 15
Iteration 253Q (7340.120000 sec): 41 clusters
  Score: Raw -117663623.107963 + Penalty 134987.444692 = -117528635.663271
  nChanged 19
Iteration 254Q (7350.630000 sec): 41 clusters
  Score: Raw -117663623.637501 + Penalty 134987.444692 = -117528636.192809
  nChanged 16
Iteration 255Q (7361.140000 sec): 41 clusters
  Score: Raw -117663624.096819 + Penalty 134987.444692 = -117528636.652127
  nChanged 23
Iteration 256Q (7371.650000 sec): 41 clusters
  Score: Raw -117663624.687117 + Penalty 134987.444692 = -117528637.242425
  nChanged 29
Iteration 257Q (7382.150000 sec): 41 clusters
  Score: Raw -117663625.532904 + Penalty 134987.444692 = -117528638.088212
  nChanged 37
Iteration 258Q (7392.650000 sec): 41 clusters
  Score: Raw -117663626.720765 + Penalty 134987.444692 = -117528639.276073
  nChanged 25
Writing temp clu file 
Because OldScore, -117528638.088212, is greater than current (better) Score,-117528639.276073 
 Compute initial score before splitting:   Score: Raw -117663626.720765 + Penalty 134987.444692 = -117528639.276073
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7392.810000 sec): 2 clusters
  Score: Raw -1048183.648990 + Penalty 2200.863096 = -1045982.785895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7392.830000 sec): 3 clusters
  Score: Raw -1044459.608100 + Penalty 4401.726192 = -1040057.881908
  nChanged 2869
		SP:Iteration 1F (7392.850000 sec): 3 clusters
  Score: Raw -1046066.972284 + Penalty 4401.726192 = -1041665.246092
  nChanged 545
		SP:Iteration 2F (7392.880000 sec): 3 clusters
  Score: Raw -1046379.492475 + Penalty 4401.726192 = -1041977.766283
  nChanged 383
		SP:Iteration 3F (7392.900000 sec): 3 clusters
  Score: Raw -1046562.269793 + Penalty 4401.726192 = -1042160.543601
  nChanged 270
		SP:Iteration 4Q (7392.930000 sec): 3 clusters
  Score: Raw -1046685.411668 + Penalty 4401.726192 = -1042283.685476
  nChanged 215
		SP:Iteration 5Q (7392.950000 sec): 3 clusters
  Score: Raw -1046775.587833 + Penalty 4401.726192 = -1042373.861642
  nChanged 200
		SP:Iteration 6Q (7392.970000 sec): 3 clusters
  Score: Raw -1046855.496578 + Penalty 4401.726192 = -1042453.770386
  nChanged 165
		SP:Iteration 7Q (7393.000000 sec): 3 clusters
  Score: Raw -1046930.223948 + Penalty 4401.726192 = -1042528.497756
  nChanged 156
		SP:Iteration 8Q (7393.020000 sec): 3 clusters
  Score: Raw -1047006.711285 + Penalty 4401.726192 = -1042604.985093
  nChanged 166
		SP:Iteration 9Q (7393.050000 sec): 3 clusters
  Score: Raw -1047081.667701 + Penalty 4401.726192 = -1042679.941510
  nChanged 162
		SP:Iteration 10Q (7393.070000 sec): 3 clusters
  Score: Raw -1047164.449345 + Penalty 4401.726192 = -1042762.723153
  nChanged 162
		SP:Iteration 11Q (7393.100000 sec): 3 clusters
  Score: Raw -1047253.108422 + Penalty 4401.726192 = -1042851.382231
  nChanged 165
		SP:Iteration 12Q (7393.120000 sec): 3 clusters
  Score: Raw -1047342.895466 + Penalty 4401.726192 = -1042941.169275
  nChanged 182
		SP:Iteration 13Q (7393.140000 sec): 3 clusters
  Score: Raw -1047436.036234 + Penalty 4401.726192 = -1043034.310042
  nChanged 194
		SP:Iteration 14Q (7393.170000 sec): 3 clusters
  Score: Raw -1047535.603100 + Penalty 4401.726192 = -1043133.876908
  nChanged 164
		SP:Iteration 15Q (7393.190000 sec): 3 clusters
  Score: Raw -1047623.850673 + Penalty 4401.726192 = -1043222.124482
  nChanged 182
		SP:Iteration 16Q (7393.210000 sec): 3 clusters
  Score: Raw -1047724.559359 + Penalty 4401.726192 = -1043322.833167
  nChanged 187
		SP:Iteration 17Q (7393.240000 sec): 3 clusters
  Score: Raw -1047816.658251 + Penalty 4401.726192 = -1043414.932059
  nChanged 158
		SP:Iteration 18Q (7393.260000 sec): 3 clusters
  Score: Raw -1047893.983914 + Penalty 4401.726192 = -1043492.257722
  nChanged 130
		SP:Iteration 19Q (7393.290000 sec): 3 clusters
  Score: Raw -1047963.362492 + Penalty 4401.726192 = -1043561.636300
  nChanged 129
		SP:Iteration 20F (7393.310000 sec): 3 clusters
  Score: Raw -1048028.541789 + Penalty 4401.726192 = -1043626.815597
  nChanged 122
		SP:Iteration 21Q (7393.330000 sec): 3 clusters
  Score: Raw -1048088.760701 + Penalty 4401.726192 = -1043687.034509
  nChanged 108
		SP:Iteration 22Q (7393.350000 sec): 3 clusters
  Score: Raw -1048133.044848 + Penalty 4401.726192 = -1043731.318656
  nChanged 89
		SP:Iteration 23Q (7393.380000 sec): 3 clusters
  Score: Raw -1048166.190366 + Penalty 4401.726192 = -1043764.464174
  nChanged 71
		SP:Iteration 24Q (7393.400000 sec): 3 clusters
  Score: Raw -1048194.423077 + Penalty 4401.726192 = -1043792.696885
  nChanged 81
		SP:Iteration 25Q (7393.430000 sec): 3 clusters
  Score: Raw -1048221.852523 + Penalty 4401.726192 = -1043820.126331
  nChanged 62
		SP:Iteration 26Q (7393.450000 sec): 3 clusters
  Score: Raw -1048243.700589 + Penalty 4401.726192 = -1043841.974398
  nChanged 57
		SP:Iteration 27Q (7393.470000 sec): 3 clusters
  Score: Raw -1048262.787840 + Penalty 4401.726192 = -1043861.061648
  nChanged 54
		SP:Iteration 28Q (7393.490000 sec): 3 clusters
  Score: Raw -1048285.462133 + Penalty 4401.726192 = -1043883.735942
  nChanged 55
		SP:Iteration 29Q (7393.510000 sec): 3 clusters
  Score: Raw -1048303.952921 + Penalty 4401.726192 = -1043902.226729
  nChanged 38
		SP:Iteration 30Q (7393.540000 sec): 3 clusters
  Score: Raw -1048320.821833 + Penalty 4401.726192 = -1043919.095642
  nChanged 49
		SP:Iteration 31Q (7393.560000 sec): 3 clusters
  Score: Raw -1048348.275195 + Penalty 4401.726192 = -1043946.549003
  nChanged 62
		SP:Iteration 32Q (7393.580000 sec): 3 clusters
  Score: Raw -1048377.641748 + Penalty 4401.726192 = -1043975.915556
  nChanged 60
		SP:Iteration 33Q (7393.610000 sec): 3 clusters
  Score: Raw -1048405.079214 + Penalty 4401.726192 = -1044003.353022
  nChanged 53
		SP:Iteration 34Q (7393.630000 sec): 3 clusters
  Score: Raw -1048431.328182 + Penalty 4401.726192 = -1044029.601990
  nChanged 62
		SP:Iteration 35Q (7393.650000 sec): 3 clusters
  Score: Raw -1048456.718481 + Penalty 4401.726192 = -1044054.992289
  nChanged 61
		SP:Iteration 36Q (7393.670000 sec): 3 clusters
  Score: Raw -1048482.854201 + Penalty 4401.726192 = -1044081.128009
  nChanged 53
		SP:Iteration 37Q (7393.690000 sec): 3 clusters
  Score: Raw -1048510.235651 + Penalty 4401.726192 = -1044108.509459
  nChanged 47
		SP:Iteration 38Q (7393.720000 sec): 3 clusters
  Score: Raw -1048528.941485 + Penalty 4401.726192 = -1044127.215294
  nChanged 42
		SP:Iteration 39Q (7393.740000 sec): 3 clusters
  Score: Raw -1048545.039166 + Penalty 4401.726192 = -1044143.312974
  nChanged 40
		SP:Iteration 40F (7393.760000 sec): 3 clusters
  Score: Raw -1048559.846699 + Penalty 4401.726192 = -1044158.120508
  nChanged 36
		SP:Iteration 41Q (7393.790000 sec): 3 clusters
  Score: Raw -1048572.266606 + Penalty 4401.726192 = -1044170.540414
  nChanged 39
		SP:Iteration 42Q (7393.810000 sec): 3 clusters
  Score: Raw -1048586.800251 + Penalty 4401.726192 = -1044185.074059
  nChanged 40
		SP:Iteration 43Q (7393.830000 sec): 3 clusters
  Score: Raw -1048604.208298 + Penalty 4401.726192 = -1044202.482106
  nChanged 41
		SP:Iteration 44Q (7393.850000 sec): 3 clusters
  Score: Raw -1048619.825097 + Penalty 4401.726192 = -1044218.098905
  nChanged 42
		SP:Iteration 45Q (7393.870000 sec): 3 clusters
  Score: Raw -1048632.757332 + Penalty 4401.726192 = -1044231.031140
  nChanged 29
		SP:Iteration 46Q (7393.890000 sec): 3 clusters
  Score: Raw -1048645.128812 + Penalty 4401.726192 = -1044243.402621
  nChanged 32
		SP:Iteration 47Q (7393.910000 sec): 3 clusters
  Score: Raw -1048655.072273 + Penalty 4401.726192 = -1044253.346082
  nChanged 29
		SP:Iteration 48Q (7393.940000 sec): 3 clusters
  Score: Raw -1048664.045836 + Penalty 4401.726192 = -1044262.319644
  nChanged 30
		SP:Iteration 49Q (7393.960000 sec): 3 clusters
  Score: Raw -1048673.183209 + Penalty 4401.726192 = -1044271.457017
  nChanged 24
		SP:Iteration 50Q (7393.980000 sec): 3 clusters
  Score: Raw -1048680.016158 + Penalty 4401.726192 = -1044278.289967
  nChanged 17
		SP:Iteration 51Q (7394.000000 sec): 3 clusters
  Score: Raw -1048684.884720 + Penalty 4401.726192 = -1044283.158528
  nChanged 13
		SP:Iteration 52Q (7394.030000 sec): 3 clusters
  Score: Raw -1048688.405899 + Penalty 4401.726192 = -1044286.679708
  nChanged 17
		SP:Iteration 53Q (7394.050000 sec): 3 clusters
  Score: Raw -1048692.305735 + Penalty 4401.726192 = -1044290.579543
  nChanged 10
		SP:Iteration 54Q (7394.070000 sec): 3 clusters
  Score: Raw -1048695.046798 + Penalty 4401.726192 = -1044293.320606
  nChanged 4
		SP:Iteration 55Q (7394.090000 sec): 3 clusters
  Score: Raw -1048695.672596 + Penalty 4401.726192 = -1044293.946405
  nChanged 2
		SP:Iteration 56Q (7394.110000 sec): 3 clusters
  Score: Raw -1048695.873303 + Penalty 4401.726192 = -1044294.147111
  nChanged 2
		SP:Iteration 57Q (7394.130000 sec): 3 clusters
  Score: Raw -1048696.350764 + Penalty 4401.726192 = -1044294.624572
  nChanged 5
		SP:Iteration 58Q (7394.150000 sec): 3 clusters
  Score: Raw -1048697.320298 + Penalty 4401.726192 = -1044295.594107
  nChanged 6
		SP:Iteration 59Q (7394.170000 sec): 3 clusters
  Score: Raw -1048699.118474 + Penalty 4401.726192 = -1044297.392282
  nChanged 10
		SP:Iteration 60F (7394.200000 sec): 3 clusters
  Score: Raw -1048701.419108 + Penalty 4401.726192 = -1044299.692917
  nChanged 9
		SP:Iteration 61Q (7394.220000 sec): 3 clusters
  Score: Raw -1048703.178791 + Penalty 4401.726192 = -1044301.452600
  nChanged 1
		SP:Iteration 62Q (7394.240000 sec): 3 clusters
  Score: Raw -1048703.312462 + Penalty 4401.726192 = -1044301.586270
  nChanged 1
		SP:Iteration 63Q (7394.260000 sec): 3 clusters
  Score: Raw -1048703.472538 + Penalty 4401.726192 = -1044301.746346
  nChanged 1
		SP:Iteration 64Q (7394.290000 sec): 3 clusters
  Score: Raw -1048703.535017 + Penalty 4401.726192 = -1044301.808826
  nChanged 1
		SP:Iteration 65Q (7394.310000 sec): 3 clusters
  Score: Raw -1048703.803615 + Penalty 4401.726192 = -1044302.077423
  nChanged 3
		SP:Iteration 66Q (7394.330000 sec): 3 clusters
  Score: Raw -1048704.323858 + Penalty 4401.726192 = -1044302.597667
  nChanged 3
		SP:Iteration 67Q (7394.350000 sec): 3 clusters
  Score: Raw -1048704.909340 + Penalty 4401.726192 = -1044303.183148
  nChanged 1
		SP:Iteration 68Q (7394.370000 sec): 3 clusters
  Score: Raw -1048705.097189 + Penalty 4401.726192 = -1044303.370997
  nChanged 1
		SP:Iteration 69Q (7394.390000 sec): 3 clusters
  Score: Raw -1048705.208347 + Penalty 4401.726192 = -1044303.482156
  nChanged 2
		SP:Iteration 70Q (7394.410000 sec): 3 clusters
  Score: Raw -1048705.807368 + Penalty 4401.726192 = -1044304.081177
  nChanged 3
		SP:Iteration 71Q (7394.430000 sec): 3 clusters
  Score: Raw -1048706.594998 + Penalty 4401.726192 = -1044304.868806
  nChanged 2
		SP:Iteration 72Q (7394.460000 sec): 3 clusters
  Score: Raw -1048706.861786 + Penalty 4401.726192 = -1044305.135594
  nChanged 2
		SP:Iteration 73Q (7394.480000 sec): 3 clusters
  Score: Raw -1048707.025111 + Penalty 4401.726192 = -1044305.298920
  nChanged 2
		SP:Iteration 74Q (7394.500000 sec): 3 clusters
  Score: Raw -1048707.393918 + Penalty 4401.726192 = -1044305.667726
  nChanged 2
		SP:Iteration 75Q (7394.520000 sec): 3 clusters
  Score: Raw -1048707.889482 + Penalty 4401.726192 = -1044306.163290
  nChanged 2
		SP:Iteration 76Q (7394.540000 sec): 3 clusters
  Score: Raw -1048708.218433 + Penalty 4401.726192 = -1044306.492241
  nChanged 1
		SP:Iteration 77Q (7394.560000 sec): 3 clusters
  Score: Raw -1048708.307141 + Penalty 4401.726192 = -1044306.580949
  nChanged 1
		SP:Iteration 78Q (7394.590000 sec): 3 clusters
  Score: Raw -1048708.496705 + Penalty 4401.726192 = -1044306.770513
  nChanged 0
		SP:Iteration 79F (7394.610000 sec): 3 clusters
  Score: Raw -1048708.496705 + Penalty 4401.726192 = -1044306.770513
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7394.630000 sec): 2 clusters
  Score: Raw -1079020.205459 + Penalty 2211.692436 = -1076808.513024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7394.660000 sec): 3 clusters
  Score: Raw -1075140.122338 + Penalty 4423.384871 = -1070716.737466
  nChanged 3000
		SP:Iteration 1F (7394.690000 sec): 3 clusters
  Score: Raw -1076798.949593 + Penalty 4423.384871 = -1072375.564722
  nChanged 507
		SP:Iteration 2F (7394.710000 sec): 3 clusters
  Score: Raw -1077066.763519 + Penalty 4423.384871 = -1072643.378648
  nChanged 367
		SP:Iteration 3Q (7394.730000 sec): 3 clusters
  Score: Raw -1077264.675119 + Penalty 4423.384871 = -1072841.290248
  nChanged 297
		SP:Iteration 4Q (7394.760000 sec): 3 clusters
  Score: Raw -1077400.206137 + Penalty 4423.384871 = -1072976.821266
  nChanged 211
		SP:Iteration 5Q (7394.790000 sec): 3 clusters
  Score: Raw -1077498.860018 + Penalty 4423.384871 = -1073075.475147
  nChanged 192
		SP:Iteration 6Q (7394.810000 sec): 3 clusters
  Score: Raw -1077587.964384 + Penalty 4423.384871 = -1073164.579513
  nChanged 199
		SP:Iteration 7Q (7394.840000 sec): 3 clusters
  Score: Raw -1077682.434252 + Penalty 4423.384871 = -1073259.049381
  nChanged 209
		SP:Iteration 8Q (7394.860000 sec): 3 clusters
  Score: Raw -1077790.377571 + Penalty 4423.384871 = -1073366.992700
  nChanged 221
		SP:Iteration 9Q (7394.890000 sec): 3 clusters
  Score: Raw -1077898.230467 + Penalty 4423.384871 = -1073474.845596
  nChanged 191
		SP:Iteration 10Q (7394.910000 sec): 3 clusters
  Score: Raw -1077984.253370 + Penalty 4423.384871 = -1073560.868499
  nChanged 178
		SP:Iteration 11Q (7394.940000 sec): 3 clusters
  Score: Raw -1078074.750752 + Penalty 4423.384871 = -1073651.365881
  nChanged 195
		SP:Iteration 12Q (7394.970000 sec): 3 clusters
  Score: Raw -1078186.051737 + Penalty 4423.384871 = -1073762.666866
  nChanged 196
		SP:Iteration 13Q (7394.990000 sec): 3 clusters
  Score: Raw -1078299.937618 + Penalty 4423.384871 = -1073876.552747
  nChanged 206
		SP:Iteration 14Q (7395.010000 sec): 3 clusters
  Score: Raw -1078422.304873 + Penalty 4423.384871 = -1073998.920002
  nChanged 200
		SP:Iteration 15Q (7395.040000 sec): 3 clusters
  Score: Raw -1078523.961117 + Penalty 4423.384871 = -1074100.576245
  nChanged 161
		SP:Iteration 16Q (7395.070000 sec): 3 clusters
  Score: Raw -1078614.561592 + Penalty 4423.384871 = -1074191.176721
  nChanged 171
		SP:Iteration 17Q (7395.090000 sec): 3 clusters
  Score: Raw -1078717.199043 + Penalty 4423.384871 = -1074293.814172
  nChanged 162
		SP:Iteration 18Q (7395.110000 sec): 3 clusters
  Score: Raw -1078813.045410 + Penalty 4423.384871 = -1074389.660539
  nChanged 137
		SP:Iteration 19Q (7395.140000 sec): 3 clusters
  Score: Raw -1078891.047767 + Penalty 4423.384871 = -1074467.662896
  nChanged 129
		SP:Iteration 20F (7395.170000 sec): 3 clusters
  Score: Raw -1078961.751300 + Penalty 4423.384871 = -1074538.366429
  nChanged 112
		SP:Iteration 21Q (7395.190000 sec): 3 clusters
  Score: Raw -1079027.967336 + Penalty 4423.384871 = -1074604.582465
  nChanged 114
		SP:Iteration 22Q (7395.210000 sec): 3 clusters
  Score: Raw -1079089.918630 + Penalty 4423.384871 = -1074666.533759
  nChanged 107
		SP:Iteration 23Q (7395.230000 sec): 3 clusters
  Score: Raw -1079143.342998 + Penalty 4423.384871 = -1074719.958127
  nChanged 88
		SP:Iteration 24Q (7395.260000 sec): 3 clusters
  Score: Raw -1079182.880930 + Penalty 4423.384871 = -1074759.496059
  nChanged 76
		SP:Iteration 25Q (7395.280000 sec): 3 clusters
  Score: Raw -1079213.998541 + Penalty 4423.384871 = -1074790.613670
  nChanged 62
		SP:Iteration 26Q (7395.310000 sec): 3 clusters
  Score: Raw -1079240.194419 + Penalty 4423.384871 = -1074816.809548
  nChanged 57
		SP:Iteration 27Q (7395.330000 sec): 3 clusters
  Score: Raw -1079263.352154 + Penalty 4423.384871 = -1074839.967283
  nChanged 52
		SP:Iteration 28Q (7395.350000 sec): 3 clusters
  Score: Raw -1079284.226465 + Penalty 4423.384871 = -1074860.841594
  nChanged 57
		SP:Iteration 29Q (7395.370000 sec): 3 clusters
  Score: Raw -1079303.449322 + Penalty 4423.384871 = -1074880.064451
  nChanged 44
		SP:Iteration 30Q (7395.390000 sec): 3 clusters
  Score: Raw -1079318.911161 + Penalty 4423.384871 = -1074895.526290
  nChanged 36
		SP:Iteration 31Q (7395.420000 sec): 3 clusters
  Score: Raw -1079331.427787 + Penalty 4423.384871 = -1074908.042916
  nChanged 30
		SP:Iteration 32Q (7395.440000 sec): 3 clusters
  Score: Raw -1079341.779637 + Penalty 4423.384871 = -1074918.394766
  nChanged 24
		SP:Iteration 33Q (7395.460000 sec): 3 clusters
  Score: Raw -1079348.560234 + Penalty 4423.384871 = -1074925.175362
  nChanged 17
		SP:Iteration 34Q (7395.490000 sec): 3 clusters
  Score: Raw -1079353.544463 + Penalty 4423.384871 = -1074930.159592
  nChanged 16
		SP:Iteration 35Q (7395.510000 sec): 3 clusters
  Score: Raw -1079357.264371 + Penalty 4423.384871 = -1074933.879500
  nChanged 12
		SP:Iteration 36Q (7395.530000 sec): 3 clusters
  Score: Raw -1079361.469132 + Penalty 4423.384871 = -1074938.084260
  nChanged 9
		SP:Iteration 37Q (7395.550000 sec): 3 clusters
  Score: Raw -1079363.727732 + Penalty 4423.384871 = -1074940.342861
  nChanged 13
		SP:Iteration 38Q (7395.570000 sec): 3 clusters
  Score: Raw -1079366.886509 + Penalty 4423.384871 = -1074943.501638
  nChanged 9
		SP:Iteration 39Q (7395.590000 sec): 3 clusters
  Score: Raw -1079369.212778 + Penalty 4423.384871 = -1074945.827907
  nChanged 8
		SP:Iteration 40F (7395.620000 sec): 3 clusters
  Score: Raw -1079371.323040 + Penalty 4423.384871 = -1074947.938169
  nChanged 5
		SP:Iteration 41Q (7395.640000 sec): 3 clusters
  Score: Raw -1079372.535563 + Penalty 4423.384871 = -1074949.150692
  nChanged 6
		SP:Iteration 42Q (7395.670000 sec): 3 clusters
  Score: Raw -1079374.142658 + Penalty 4423.384871 = -1074950.757787
  nChanged 7
		SP:Iteration 43Q (7395.690000 sec): 3 clusters
  Score: Raw -1079376.736122 + Penalty 4423.384871 = -1074953.351251
  nChanged 11
		SP:Iteration 44Q (7395.710000 sec): 3 clusters
  Score: Raw -1079380.189473 + Penalty 4423.384871 = -1074956.804602
  nChanged 8
		SP:Iteration 45Q (7395.730000 sec): 3 clusters
  Score: Raw -1079382.549157 + Penalty 4423.384871 = -1074959.164286
  nChanged 4
		SP:Iteration 46Q (7395.750000 sec): 3 clusters
  Score: Raw -1079383.294411 + Penalty 4423.384871 = -1074959.909540
  nChanged 2
		SP:Iteration 47Q (7395.770000 sec): 3 clusters
  Score: Raw -1079383.983647 + Penalty 4423.384871 = -1074960.598776
  nChanged 3
		SP:Iteration 48Q (7395.800000 sec): 3 clusters
  Score: Raw -1079384.698005 + Penalty 4423.384871 = -1074961.313134
  nChanged 3
		SP:Iteration 49Q (7395.820000 sec): 3 clusters
  Score: Raw -1079385.337086 + Penalty 4423.384871 = -1074961.952215
  nChanged 5
		SP:Iteration 50Q (7395.840000 sec): 3 clusters
  Score: Raw -1079386.601701 + Penalty 4423.384871 = -1074963.216830
  nChanged 2
		SP:Iteration 51Q (7395.860000 sec): 3 clusters
  Score: Raw -1079387.445515 + Penalty 4423.384871 = -1074964.060643
  nChanged 5
		SP:Iteration 52Q (7395.890000 sec): 3 clusters
  Score: Raw -1079388.593891 + Penalty 4423.384871 = -1074965.209020
  nChanged 5
		SP:Iteration 53Q (7395.910000 sec): 3 clusters
  Score: Raw -1079390.033928 + Penalty 4423.384871 = -1074966.649057
  nChanged 5
		SP:Iteration 54Q (7395.930000 sec): 3 clusters
  Score: Raw -1079391.123577 + Penalty 4423.384871 = -1074967.738706
  nChanged 2
		SP:Iteration 55Q (7395.950000 sec): 3 clusters
  Score: Raw -1079391.572281 + Penalty 4423.384871 = -1074968.187410
  nChanged 3
		SP:Iteration 56Q (7395.970000 sec): 3 clusters
  Score: Raw -1079392.300906 + Penalty 4423.384871 = -1074968.916035
  nChanged 3
		SP:Iteration 57Q (7395.990000 sec): 3 clusters
  Score: Raw -1079392.775387 + Penalty 4423.384871 = -1074969.390516
  nChanged 1
		SP:Iteration 58Q (7396.020000 sec): 3 clusters
  Score: Raw -1079393.050113 + Penalty 4423.384871 = -1074969.665242
  nChanged 1
		SP:Iteration 59Q (7396.040000 sec): 3 clusters
  Score: Raw -1079393.782342 + Penalty 4423.384871 = -1074970.397471
  nChanged 2
		SP:Iteration 60F (7396.070000 sec): 3 clusters
  Score: Raw -1079394.647477 + Penalty 4423.384871 = -1074971.262606
  nChanged 4
		SP:Iteration 61Q (7396.090000 sec): 3 clusters
  Score: Raw -1079395.406434 + Penalty 4423.384871 = -1074972.021563
  nChanged 1
		SP:Iteration 62Q (7396.110000 sec): 3 clusters
  Score: Raw -1079395.873582 + Penalty 4423.384871 = -1074972.488711
  nChanged 1
		SP:Iteration 63Q (7396.130000 sec): 3 clusters
  Score: Raw -1079396.018865 + Penalty 4423.384871 = -1074972.633994
  nChanged 1
		SP:Iteration 64Q (7396.150000 sec): 3 clusters
  Score: Raw -1079396.143786 + Penalty 4423.384871 = -1074972.758915
  nChanged 1
		SP:Iteration 65Q (7396.170000 sec): 3 clusters
  Score: Raw -1079396.352438 + Penalty 4423.384871 = -1074972.967567
  nChanged 2
		SP:Iteration 66Q (7396.200000 sec): 3 clusters
  Score: Raw -1079396.907347 + Penalty 4423.384871 = -1074973.522476
  nChanged 2
		SP:Iteration 67Q (7396.220000 sec): 3 clusters
  Score: Raw -1079397.534065 + Penalty 4423.384871 = -1074974.149194
  nChanged 3
		SP:Iteration 68Q (7396.240000 sec): 3 clusters
  Score: Raw -1079398.510904 + Penalty 4423.384871 = -1074975.126033
  nChanged 4
		SP:Iteration 69Q (7396.260000 sec): 3 clusters
  Score: Raw -1079399.403904 + Penalty 4423.384871 = -1074976.019033
  nChanged 4
		SP:Iteration 70Q (7396.290000 sec): 3 clusters
  Score: Raw -1079400.783390 + Penalty 4423.384871 = -1074977.398519
  nChanged 3
		SP:Iteration 71Q (7396.310000 sec): 3 clusters
  Score: Raw -1079401.745148 + Penalty 4423.384871 = -1074978.360277
  nChanged 1
		SP:Iteration 72Q (7396.330000 sec): 3 clusters
  Score: Raw -1079401.849958 + Penalty 4423.384871 = -1074978.465087
  nChanged 0
		SP:Iteration 73F (7396.350000 sec): 3 clusters
  Score: Raw -1079401.849958 + Penalty 4423.384871 = -1074978.465087
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7396.440000 sec): 2 clusters
  Score: Raw -4018143.892525 + Penalty 2532.321119 = -4015611.571406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7396.530000 sec): 3 clusters
  Score: Raw -4001860.820349 + Penalty 5064.642237 = -3996796.178111
  nChanged 12119
		SP:Iteration 1F (7396.630000 sec): 3 clusters
  Score: Raw -4008396.377028 + Penalty 5064.642237 = -4003331.734791
  nChanged 1341
		SP:Iteration 2Q (7396.720000 sec): 3 clusters
  Score: Raw -4008897.857818 + Penalty 5064.642237 = -4003833.215581
  nChanged 1281
		SP:Iteration 3Q (7396.810000 sec): 3 clusters
  Score: Raw -4009416.321618 + Penalty 5064.642237 = -4004351.679381
  nChanged 1402
		SP:Iteration 4F (7396.910000 sec): 3 clusters
  Score: Raw -4010082.106597 + Penalty 5064.642237 = -4005017.464360
  nChanged 1622
		SP:Iteration 5F (7397.000000 sec): 3 clusters
  Score: Raw -4011074.571191 + Penalty 5064.642237 = -4006009.928954
  nChanged 1993
		SP:Iteration 6F (7397.090000 sec): 3 clusters
  Score: Raw -4012609.768380 + Penalty 5064.642237 = -4007545.126143
  nChanged 2142
		SP:Iteration 7F (7397.190000 sec): 3 clusters
  Score: Raw -4014519.089994 + Penalty 5064.642237 = -4009454.447757
  nChanged 1771
		SP:Iteration 8F (7397.280000 sec): 3 clusters
  Score: Raw -4016233.113041 + Penalty 5064.642237 = -4011168.470804
  nChanged 1212
		SP:Iteration 9Q (7397.370000 sec): 3 clusters
  Score: Raw -4017455.363947 + Penalty 5064.642237 = -4012390.721710
  nChanged 535
		SP:Iteration 10Q (7397.450000 sec): 3 clusters
  Score: Raw -4018001.451066 + Penalty 5064.642237 = -4012936.808828
  nChanged 202
		SP:Iteration 11Q (7397.520000 sec): 3 clusters
  Score: Raw -4018212.296090 + Penalty 5064.642237 = -4013147.653853
  nChanged 76
		SP:Iteration 12Q (7397.590000 sec): 3 clusters
  Score: Raw -4018317.394284 + Penalty 5064.642237 = -4013252.752047
  nChanged 36
		SP:Iteration 13Q (7397.660000 sec): 3 clusters
  Score: Raw -4018373.537636 + Penalty 5064.642237 = -4013308.895399
  nChanged 18
		SP:Iteration 14Q (7397.730000 sec): 3 clusters
  Score: Raw -4018400.813382 + Penalty 5064.642237 = -4013336.171145
  nChanged 12
		SP:Iteration 15Q (7397.790000 sec): 3 clusters
  Score: Raw -4018421.149462 + Penalty 5064.642237 = -4013356.507225
  nChanged 5
		SP:Iteration 16Q (7397.860000 sec): 3 clusters
  Score: Raw -4018429.934959 + Penalty 5064.642237 = -4013365.292722
  nChanged 4
		SP:Iteration 17Q (7397.930000 sec): 3 clusters
  Score: Raw -4018435.141271 + Penalty 5064.642237 = -4013370.499033
  nChanged 7
		SP:Iteration 18Q (7397.990000 sec): 3 clusters
  Score: Raw -4018444.089549 + Penalty 5064.642237 = -4013379.447312
  nChanged 2
		SP:Iteration 19Q (7398.060000 sec): 3 clusters
  Score: Raw -4018449.326370 + Penalty 5064.642237 = -4013384.684133
  nChanged 4
		SP:Iteration 20F (7398.150000 sec): 3 clusters
  Score: Raw -4018457.947324 + Penalty 5064.642237 = -4013393.305087
  nChanged 4
		SP:Iteration 21Q (7398.210000 sec): 3 clusters
  Score: Raw -4018463.103039 + Penalty 5064.642237 = -4013398.460802
  nChanged 0
		SP:Iteration 22F (7398.300000 sec): 3 clusters
  Score: Raw -4018463.103039 + Penalty 5064.642237 = -4013398.460802
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7398.370000 sec): 2 clusters
  Score: Raw -3335349.450442 + Penalty 2501.879269 = -3332847.571173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7398.460000 sec): 3 clusters
  Score: Raw -3320977.540689 + Penalty 5003.758539 = -3315973.782151
  nChanged 10871
		SP:Iteration 1F (7398.540000 sec): 3 clusters
  Score: Raw -3326815.774331 + Penalty 5003.758539 = -3321812.015792
  nChanged 1283
		SP:Iteration 2F (7398.620000 sec): 3 clusters
  Score: Raw -3327281.353551 + Penalty 5003.758539 = -3322277.595012
  nChanged 1143
		SP:Iteration 3Q (7398.710000 sec): 3 clusters
  Score: Raw -3327656.517964 + Penalty 5003.758539 = -3322652.759425
  nChanged 977
		SP:Iteration 4Q (7398.790000 sec): 3 clusters
  Score: Raw -3327992.960410 + Penalty 5003.758539 = -3322989.201872
  nChanged 935
		SP:Iteration 5Q (7398.870000 sec): 3 clusters
  Score: Raw -3328331.832556 + Penalty 5003.758539 = -3323328.074017
  nChanged 913
		SP:Iteration 6Q (7398.950000 sec): 3 clusters
  Score: Raw -3328719.234235 + Penalty 5003.758539 = -3323715.475696
  nChanged 1030
		SP:Iteration 7Q (7399.040000 sec): 3 clusters
  Score: Raw -3329223.805085 + Penalty 5003.758539 = -3324220.046547
  nChanged 1109
		SP:Iteration 8Q (7399.120000 sec): 3 clusters
  Score: Raw -3329847.212662 + Penalty 5003.758539 = -3324843.454123
  nChanged 1136
		SP:Iteration 9Q (7399.200000 sec): 3 clusters
  Score: Raw -3330575.776874 + Penalty 5003.758539 = -3325572.018335
  nChanged 1235
		SP:Iteration 10F (7399.290000 sec): 3 clusters
  Score: Raw -3331473.450901 + Penalty 5003.758539 = -3326469.692363
  nChanged 1213
		SP:Iteration 11F (7399.370000 sec): 3 clusters
  Score: Raw -3332416.396589 + Penalty 5003.758539 = -3327412.638051
  nChanged 1079
		SP:Iteration 12Q (7399.450000 sec): 3 clusters
  Score: Raw -3333281.842608 + Penalty 5003.758539 = -3328278.084069
  nChanged 951
		SP:Iteration 13Q (7399.530000 sec): 3 clusters
  Score: Raw -3334014.150285 + Penalty 5003.758539 = -3329010.391746
  nChanged 732
		SP:Iteration 14Q (7399.600000 sec): 3 clusters
  Score: Raw -3334596.442615 + Penalty 5003.758539 = -3329592.684077
  nChanged 541
		SP:Iteration 15Q (7399.680000 sec): 3 clusters
  Score: Raw -3335000.214090 + Penalty 5003.758539 = -3329996.455551
  nChanged 402
		SP:Iteration 16Q (7399.750000 sec): 3 clusters
  Score: Raw -3335284.497425 + Penalty 5003.758539 = -3330280.738887
  nChanged 289
		SP:Iteration 17Q (7399.810000 sec): 3 clusters
  Score: Raw -3335462.494908 + Penalty 5003.758539 = -3330458.736369
  nChanged 196
		SP:Iteration 18Q (7399.880000 sec): 3 clusters
  Score: Raw -3335581.875607 + Penalty 5003.758539 = -3330578.117068
  nChanged 153
		SP:Iteration 19Q (7399.940000 sec): 3 clusters
  Score: Raw -3335670.998468 + Penalty 5003.758539 = -3330667.239929
  nChanged 98
		SP:Iteration 20F (7400.030000 sec): 3 clusters
  Score: Raw -3335724.612355 + Penalty 5003.758539 = -3330720.853816
  nChanged 79
		SP:Iteration 21Q (7400.090000 sec): 3 clusters
  Score: Raw -3335769.695753 + Penalty 5003.758539 = -3330765.937214
  nChanged 71
		SP:Iteration 22Q (7400.150000 sec): 3 clusters
  Score: Raw -3335810.504490 + Penalty 5003.758539 = -3330806.745952
  nChanged 58
		SP:Iteration 23Q (7400.220000 sec): 3 clusters
  Score: Raw -3335844.897504 + Penalty 5003.758539 = -3330841.138965
  nChanged 56
		SP:Iteration 24Q (7400.280000 sec): 3 clusters
  Score: Raw -3335878.922659 + Penalty 5003.758539 = -3330875.164120
  nChanged 56
		SP:Iteration 25Q (7400.340000 sec): 3 clusters
  Score: Raw -3335910.929567 + Penalty 5003.758539 = -3330907.171029
  nChanged 41
		SP:Iteration 26Q (7400.400000 sec): 3 clusters
  Score: Raw -3335933.407055 + Penalty 5003.758539 = -3330929.648516
  nChanged 30
		SP:Iteration 27Q (7400.460000 sec): 3 clusters
  Score: Raw -3335946.492546 + Penalty 5003.758539 = -3330942.734008
  nChanged 18
		SP:Iteration 28Q (7400.520000 sec): 3 clusters
  Score: Raw -3335956.909073 + Penalty 5003.758539 = -3330953.150534
  nChanged 23
		SP:Iteration 29Q (7400.580000 sec): 3 clusters
  Score: Raw -3335969.145458 + Penalty 5003.758539 = -3330965.386919
  nChanged 20
		SP:Iteration 30Q (7400.650000 sec): 3 clusters
  Score: Raw -3335978.415527 + Penalty 5003.758539 = -3330974.656988
  nChanged 21
		SP:Iteration 31Q (7400.710000 sec): 3 clusters
  Score: Raw -3335989.197803 + Penalty 5003.758539 = -3330985.439264
  nChanged 17
		SP:Iteration 32Q (7400.770000 sec): 3 clusters
  Score: Raw -3335996.549085 + Penalty 5003.758539 = -3330992.790546
  nChanged 9
		SP:Iteration 33Q (7400.830000 sec): 3 clusters
  Score: Raw -3335999.606981 + Penalty 5003.758539 = -3330995.848442
  nChanged 7
		SP:Iteration 34Q (7400.890000 sec): 3 clusters
  Score: Raw -3336002.462712 + Penalty 5003.758539 = -3330998.704173
  nChanged 7
		SP:Iteration 35Q (7400.950000 sec): 3 clusters
  Score: Raw -3336004.859859 + Penalty 5003.758539 = -3331001.101320
  nChanged 5
		SP:Iteration 36Q (7401.010000 sec): 3 clusters
  Score: Raw -3336008.165619 + Penalty 5003.758539 = -3331004.407080
  nChanged 7
		SP:Iteration 37Q (7401.070000 sec): 3 clusters
  Score: Raw -3336010.443757 + Penalty 5003.758539 = -3331006.685218
  nChanged 0
		SP:Iteration 38F (7401.150000 sec): 3 clusters
  Score: Raw -3336010.443757 + Penalty 5003.758539 = -3331006.685218
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7401.170000 sec): 2 clusters
  Score: Raw -494000.591510 + Penalty 2019.015069 = -491981.576441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7401.180000 sec): 3 clusters
  Score: Raw -492468.189862 + Penalty 4038.030138 = -488430.159725
  nChanged 1255
		SP:Iteration 1F (7401.200000 sec): 3 clusters
  Score: Raw -493247.807078 + Penalty 4038.030138 = -489209.776940
  nChanged 264
		SP:Iteration 2F (7401.210000 sec): 3 clusters
  Score: Raw -493420.478245 + Penalty 4038.030138 = -489382.448107
  nChanged 170
		SP:Iteration 3Q (7401.220000 sec): 3 clusters
  Score: Raw -493541.063814 + Penalty 4038.030138 = -489503.033676
  nChanged 146
		SP:Iteration 4Q (7401.230000 sec): 3 clusters
  Score: Raw -493642.278927 + Penalty 4038.030138 = -489604.248790
  nChanged 122
		SP:Iteration 5Q (7401.240000 sec): 3 clusters
  Score: Raw -493737.752586 + Penalty 4038.030138 = -489699.722448
  nChanged 106
		SP:Iteration 6Q (7401.250000 sec): 3 clusters
  Score: Raw -493808.382370 + Penalty 4038.030138 = -489770.352232
  nChanged 92
		SP:Iteration 7Q (7401.260000 sec): 3 clusters
  Score: Raw -493873.708768 + Penalty 4038.030138 = -489835.678631
  nChanged 78
		SP:Iteration 8Q (7401.280000 sec): 3 clusters
  Score: Raw -493924.701971 + Penalty 4038.030138 = -489886.671834
  nChanged 67
		SP:Iteration 9Q (7401.290000 sec): 3 clusters
  Score: Raw -493967.485140 + Penalty 4038.030138 = -489929.455002
  nChanged 72
		SP:Iteration 10Q (7401.300000 sec): 3 clusters
  Score: Raw -494020.988305 + Penalty 4038.030138 = -489982.958168
  nChanged 68
		SP:Iteration 11Q (7401.310000 sec): 3 clusters
  Score: Raw -494066.579631 + Penalty 4038.030138 = -490028.549494
  nChanged 61
		SP:Iteration 12Q (7401.320000 sec): 3 clusters
  Score: Raw -494111.370241 + Penalty 4038.030138 = -490073.340104
  nChanged 64
		SP:Iteration 13Q (7401.330000 sec): 3 clusters
  Score: Raw -494158.572411 + Penalty 4038.030138 = -490120.542274
  nChanged 54
		SP:Iteration 14Q (7401.340000 sec): 3 clusters
  Score: Raw -494198.258311 + Penalty 4038.030138 = -490160.228174
  nChanged 55
		SP:Iteration 15Q (7401.360000 sec): 3 clusters
  Score: Raw -494229.520856 + Penalty 4038.030138 = -490191.490719
  nChanged 47
		SP:Iteration 16Q (7401.370000 sec): 3 clusters
  Score: Raw -494261.236516 + Penalty 4038.030138 = -490223.206378
  nChanged 43
		SP:Iteration 17Q (7401.380000 sec): 3 clusters
  Score: Raw -494287.852240 + Penalty 4038.030138 = -490249.822102
  nChanged 39
		SP:Iteration 18Q (7401.390000 sec): 3 clusters
  Score: Raw -494311.163979 + Penalty 4038.030138 = -490273.133842
  nChanged 47
		SP:Iteration 19Q (7401.400000 sec): 3 clusters
  Score: Raw -494343.357998 + Penalty 4038.030138 = -490305.327861
  nChanged 52
		SP:Iteration 20F (7401.410000 sec): 3 clusters
  Score: Raw -494392.038058 + Penalty 4038.030138 = -490354.007920
  nChanged 68
		SP:Iteration 21Q (7401.420000 sec): 3 clusters
  Score: Raw -494446.202494 + Penalty 4038.030138 = -490408.172357
  nChanged 68
		SP:Iteration 22Q (7401.430000 sec): 3 clusters
  Score: Raw -494513.026092 + Penalty 4038.030138 = -490474.995954
  nChanged 79
		SP:Iteration 23Q (7401.440000 sec): 3 clusters
  Score: Raw -494610.016721 + Penalty 4038.030138 = -490571.986584
  nChanged 94
		SP:Iteration 24Q (7401.460000 sec): 3 clusters
  Score: Raw -494743.278509 + Penalty 4038.030138 = -490705.248371
  nChanged 114
		SP:Iteration 25Q (7401.460000 sec): 3 clusters
  Score: Raw -494899.006943 + Penalty 4038.030138 = -490860.976806
  nChanged 111
		SP:Iteration 26Q (7401.480000 sec): 3 clusters
  Score: Raw -495073.885658 + Penalty 4038.030138 = -491035.855520
  nChanged 112
		SP:Iteration 27Q (7401.490000 sec): 3 clusters
  Score: Raw -495232.237819 + Penalty 4038.030138 = -491194.207682
  nChanged 98
		SP:Iteration 28Q (7401.500000 sec): 3 clusters
  Score: Raw -495350.915501 + Penalty 4038.030138 = -491312.885363
  nChanged 70
		SP:Iteration 29Q (7401.510000 sec): 3 clusters
  Score: Raw -495452.489582 + Penalty 4038.030138 = -491414.459444
  nChanged 67
		SP:Iteration 30Q (7401.520000 sec): 3 clusters
  Score: Raw -495542.062363 + Penalty 4038.030138 = -491504.032225
  nChanged 57
		SP:Iteration 31Q (7401.520000 sec): 3 clusters
  Score: Raw -495609.544000 + Penalty 4038.030138 = -491571.513862
  nChanged 45
		SP:Iteration 32Q (7401.540000 sec): 3 clusters
  Score: Raw -495658.752949 + Penalty 4038.030138 = -491620.722812
  nChanged 33
		SP:Iteration 33Q (7401.540000 sec): 3 clusters
  Score: Raw -495690.505038 + Penalty 4038.030138 = -491652.474901
  nChanged 22
		SP:Iteration 34Q (7401.560000 sec): 3 clusters
  Score: Raw -495704.063189 + Penalty 4038.030138 = -491666.033052
  nChanged 18
		SP:Iteration 35Q (7401.560000 sec): 3 clusters
  Score: Raw -495716.310829 + Penalty 4038.030138 = -491678.280691
  nChanged 9
		SP:Iteration 36Q (7401.570000 sec): 3 clusters
  Score: Raw -495720.942862 + Penalty 4038.030138 = -491682.912725
  nChanged 7
		SP:Iteration 37Q (7401.580000 sec): 3 clusters
  Score: Raw -495725.602425 + Penalty 4038.030138 = -491687.572288
  nChanged 5
		SP:Iteration 38Q (7401.590000 sec): 3 clusters
  Score: Raw -495728.104802 + Penalty 4038.030138 = -491690.074665
  nChanged 3
		SP:Iteration 39Q (7401.600000 sec): 3 clusters
  Score: Raw -495729.389511 + Penalty 4038.030138 = -491691.359373
  nChanged 3
		SP:Iteration 40F (7401.610000 sec): 3 clusters
  Score: Raw -495729.822240 + Penalty 4038.030138 = -491691.792103
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7401.620000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7401.620000 sec): 3 clusters
  Score: Raw -126908.938655 + Penalty 3350.283633 = -123558.655021
  nChanged 202
		SP:Iteration 1F (7401.620000 sec): 3 clusters
  Score: Raw -127167.017928 + Penalty 3350.283633 = -123816.734295
  nChanged 49
		SP:Iteration 2F (7401.630000 sec): 3 clusters
  Score: Raw -127267.203144 + Penalty 3350.283633 = -123916.919511
  nChanged 40
		SP:Iteration 3Q (7401.630000 sec): 3 clusters
  Score: Raw -127326.146726 + Penalty 3350.283633 = -123975.863093
  nChanged 16
		SP:Iteration 4Q (7401.630000 sec): 3 clusters
  Score: Raw -127354.230787 + Penalty 3350.283633 = -124003.947154
  nChanged 10
		SP:Iteration 5Q (7401.640000 sec): 3 clusters
  Score: Raw -127365.359568 + Penalty 3350.283633 = -124015.075935
  nChanged 6
		SP:Iteration 6Q (7401.640000 sec): 3 clusters
  Score: Raw -127375.111701 + Penalty 3350.283633 = -124024.828067
  nChanged 5
		SP:Iteration 7Q (7401.640000 sec): 3 clusters
  Score: Raw -127380.777215 + Penalty 3350.283633 = -124030.493581
  nChanged 4
		SP:Iteration 8Q (7401.640000 sec): 3 clusters
  Score: Raw -127386.461215 + Penalty 3350.283633 = -124036.177582
  nChanged 4
		SP:Iteration 9Q (7401.650000 sec): 3 clusters
  Score: Raw -127393.651352 + Penalty 3350.283633 = -124043.367719
  nChanged 5
		SP:Iteration 10Q (7401.650000 sec): 3 clusters
  Score: Raw -127404.243821 + Penalty 3350.283633 = -124053.960188
  nChanged 3
		SP:Iteration 11Q (7401.650000 sec): 3 clusters
  Score: Raw -127408.439280 + Penalty 3350.283633 = -124058.155647
  nChanged 2
		SP:Iteration 12Q (7401.660000 sec): 3 clusters
  Score: Raw -127412.697592 + Penalty 3350.283633 = -124062.413959
  nChanged 3
		SP:Iteration 13Q (7401.660000 sec): 3 clusters
  Score: Raw -127415.281578 + Penalty 3350.283633 = -124064.997944
  nChanged 1
		SP:Iteration 14Q (7401.660000 sec): 3 clusters
  Score: Raw -127415.947726 + Penalty 3350.283633 = -124065.664093
  nChanged 0
		SP:Iteration 15F (7401.660000 sec): 3 clusters
  Score: Raw -127415.947726 + Penalty 3350.283633 = -124065.664093
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7401.670000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7401.670000 sec): 3 clusters
  Score: Raw -33629.451889 + Penalty 2756.186719 = -30873.265170
  nChanged 36
		SP:Iteration 1F (7401.670000 sec): 3 clusters
  Score: Raw -33810.126662 + Penalty 2756.186719 = -31053.939943
  nChanged 12
		SP:Iteration 2Q (7401.670000 sec): 3 clusters
  Score: Raw -33927.638551 + Penalty 2756.186719 = -31171.451832
  nChanged 8
		SP:Iteration 3Q (7401.670000 sec): 3 clusters
  Score: Raw -33959.245368 + Penalty 2756.186719 = -31203.058650
  nChanged 3
		SP:Iteration 4Q (7401.670000 sec): 3 clusters
  Score: Raw -33971.210544 + Penalty 2756.186719 = -31215.023825
  nChanged 1
		SP:Iteration 5Q (7401.670000 sec): 3 clusters
  Score: Raw -33975.665985 + Penalty 2756.186719 = -31219.479267
  nChanged 1
		SP:Iteration 6Q (7401.670000 sec): 3 clusters
  Score: Raw -33980.464323 + Penalty 2756.186719 = -31224.277604
  nChanged 1
		SP:Iteration 7Q (7401.680000 sec): 3 clusters
  Score: Raw -33987.513302 + Penalty 2756.186719 = -31231.326583
  nChanged 0
		SP:Iteration 8F (7401.680000 sec): 3 clusters
  Score: Raw -33987.513302 + Penalty 2756.186719 = -31231.326583
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7401.720000 sec): 2 clusters
  Score: Raw -2055519.275499 + Penalty 2363.519412 = -2053155.756086
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7401.770000 sec): 3 clusters
  Score: Raw -2047817.930863 + Penalty 4727.038825 = -2043090.892038
  nChanged 5865
		SP:Iteration 1F (7401.820000 sec): 3 clusters
  Score: Raw -2050879.203695 + Penalty 4727.038825 = -2046152.164871
  nChanged 859
		SP:Iteration 2F (7401.860000 sec): 3 clusters
  Score: Raw -2051237.444232 + Penalty 4727.038825 = -2046510.405408
  nChanged 671
		SP:Iteration 3Q (7401.910000 sec): 3 clusters
  Score: Raw -2051473.175099 + Penalty 4727.038825 = -2046746.136275
  nChanged 496
		SP:Iteration 4Q (7401.960000 sec): 3 clusters
  Score: Raw -2051650.880055 + Penalty 4727.038825 = -2046923.841231
  nChanged 447
		SP:Iteration 5Q (7402.010000 sec): 3 clusters
  Score: Raw -2051804.691383 + Penalty 4727.038825 = -2047077.652559
  nChanged 408
		SP:Iteration 6Q (7402.050000 sec): 3 clusters
  Score: Raw -2051935.260292 + Penalty 4727.038825 = -2047208.221468
  nChanged 361
		SP:Iteration 7Q (7402.100000 sec): 3 clusters
  Score: Raw -2052053.563068 + Penalty 4727.038825 = -2047326.524243
  nChanged 353
		SP:Iteration 8Q (7402.150000 sec): 3 clusters
  Score: Raw -2052188.420837 + Penalty 4727.038825 = -2047461.382012
  nChanged 378
		SP:Iteration 9Q (7402.200000 sec): 3 clusters
  Score: Raw -2052343.107160 + Penalty 4727.038825 = -2047616.068335
  nChanged 387
		SP:Iteration 10Q (7402.240000 sec): 3 clusters
  Score: Raw -2052517.564777 + Penalty 4727.038825 = -2047790.525952
  nChanged 420
		SP:Iteration 11Q (7402.290000 sec): 3 clusters
  Score: Raw -2052726.846680 + Penalty 4727.038825 = -2047999.807855
  nChanged 487
		SP:Iteration 12Q (7402.340000 sec): 3 clusters
  Score: Raw -2052986.928158 + Penalty 4727.038825 = -2048259.889333
  nChanged 467
		SP:Iteration 13Q (7402.380000 sec): 3 clusters
  Score: Raw -2053261.760089 + Penalty 4727.038825 = -2048534.721265
  nChanged 478
		SP:Iteration 14Q (7402.430000 sec): 3 clusters
  Score: Raw -2053580.264251 + Penalty 4727.038825 = -2048853.225427
  nChanged 522
		SP:Iteration 15Q (7402.480000 sec): 3 clusters
  Score: Raw -2053929.824473 + Penalty 4727.038825 = -2049202.785649
  nChanged 478
		SP:Iteration 16Q (7402.520000 sec): 3 clusters
  Score: Raw -2054254.012003 + Penalty 4727.038825 = -2049526.973179
  nChanged 443
		SP:Iteration 17Q (7402.560000 sec): 3 clusters
  Score: Raw -2054559.037628 + Penalty 4727.038825 = -2049831.998803
  nChanged 355
		SP:Iteration 18Q (7402.610000 sec): 3 clusters
  Score: Raw -2054790.663123 + Penalty 4727.038825 = -2050063.624299
  nChanged 296
		SP:Iteration 19Q (7402.650000 sec): 3 clusters
  Score: Raw -2054981.277593 + Penalty 4727.038825 = -2050254.238768
  nChanged 228
		SP:Iteration 20F (7402.700000 sec): 3 clusters
  Score: Raw -2055118.854506 + Penalty 4727.038825 = -2050391.815682
  nChanged 173
		SP:Iteration 21Q (7402.740000 sec): 3 clusters
  Score: Raw -2055224.054618 + Penalty 4727.038825 = -2050497.015794
  nChanged 178
		SP:Iteration 22Q (7402.780000 sec): 3 clusters
  Score: Raw -2055333.895194 + Penalty 4727.038825 = -2050606.856369
  nChanged 134
		SP:Iteration 23Q (7402.820000 sec): 3 clusters
  Score: Raw -2055419.476724 + Penalty 4727.038825 = -2050692.437899
  nChanged 115
		SP:Iteration 24Q (7402.850000 sec): 3 clusters
  Score: Raw -2055486.381160 + Penalty 4727.038825 = -2050759.342336
  nChanged 99
		SP:Iteration 25Q (7402.890000 sec): 3 clusters
  Score: Raw -2055547.085896 + Penalty 4727.038825 = -2050820.047072
  nChanged 87
		SP:Iteration 26Q (7402.930000 sec): 3 clusters
  Score: Raw -2055603.900194 + Penalty 4727.038825 = -2050876.861369
  nChanged 65
		SP:Iteration 27Q (7402.960000 sec): 3 clusters
  Score: Raw -2055648.450003 + Penalty 4727.038825 = -2050921.411178
  nChanged 46
		SP:Iteration 28Q (7403.000000 sec): 3 clusters
  Score: Raw -2055675.763777 + Penalty 4727.038825 = -2050948.724952
  nChanged 34
		SP:Iteration 29Q (7403.040000 sec): 3 clusters
  Score: Raw -2055696.521360 + Penalty 4727.038825 = -2050969.482535
  nChanged 27
		SP:Iteration 30Q (7403.080000 sec): 3 clusters
  Score: Raw -2055710.403137 + Penalty 4727.038825 = -2050983.364313
  nChanged 22
		SP:Iteration 31Q (7403.110000 sec): 3 clusters
  Score: Raw -2055723.396605 + Penalty 4727.038825 = -2050996.357781
  nChanged 13
		SP:Iteration 32Q (7403.150000 sec): 3 clusters
  Score: Raw -2055731.906103 + Penalty 4727.038825 = -2051004.867278
  nChanged 20
		SP:Iteration 33Q (7403.180000 sec): 3 clusters
  Score: Raw -2055740.506922 + Penalty 4727.038825 = -2051013.468097
  nChanged 14
		SP:Iteration 34Q (7403.220000 sec): 3 clusters
  Score: Raw -2055750.721716 + Penalty 4727.038825 = -2051023.682891
  nChanged 16
		SP:Iteration 35Q (7403.250000 sec): 3 clusters
  Score: Raw -2055760.875123 + Penalty 4727.038825 = -2051033.836299
  nChanged 11
		SP:Iteration 36Q (7403.290000 sec): 3 clusters
  Score: Raw -2055767.779528 + Penalty 4727.038825 = -2051040.740704
  nChanged 9
		SP:Iteration 37Q (7403.320000 sec): 3 clusters
  Score: Raw -2055773.751081 + Penalty 4727.038825 = -2051046.712256
  nChanged 6
		SP:Iteration 38Q (7403.360000 sec): 3 clusters
  Score: Raw -2055776.592246 + Penalty 4727.038825 = -2051049.553422
  nChanged 5
		SP:Iteration 39Q (7403.400000 sec): 3 clusters
  Score: Raw -2055778.151187 + Penalty 4727.038825 = -2051051.112362
  nChanged 3
		SP:Iteration 40F (7403.440000 sec): 3 clusters
  Score: Raw -2055779.457554 + Penalty 4727.038825 = -2051052.418729
  nChanged 1
		SP:Iteration 41Q (7403.480000 sec): 3 clusters
  Score: Raw -2055780.184401 + Penalty 4727.038825 = -2051053.145576
  nChanged 1
		SP:Iteration 42Q (7403.510000 sec): 3 clusters
  Score: Raw -2055780.900659 + Penalty 4727.038825 = -2051053.861834
  nChanged 0
		SP:Iteration 43F (7403.560000 sec): 3 clusters
  Score: Raw -2055780.900659 + Penalty 4727.038825 = -2051053.861834
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7403.780000 sec): 2 clusters
  Score: Raw -10201492.613861 + Penalty 2765.898383 = -10198726.715479
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7404.020000 sec): 3 clusters
  Score: Raw -10157386.111365 + Penalty 5531.796765 = -10151854.314600
  nChanged 32620
		SP:Iteration 1F (7404.260000 sec): 3 clusters
  Score: Raw -10175500.827218 + Penalty 5531.796765 = -10169969.030453
  nChanged 2372
		SP:Iteration 2Q (7404.520000 sec): 3 clusters
  Score: Raw -10176069.651286 + Penalty 5531.796765 = -10170537.854521
  nChanged 2380
		SP:Iteration 3Q (7404.760000 sec): 3 clusters
  Score: Raw -10176663.464722 + Penalty 5531.796765 = -10171131.667957
  nChanged 2439
		SP:Iteration 4Q (7405.010000 sec): 3 clusters
  Score: Raw -10177322.006745 + Penalty 5531.796765 = -10171790.209980
  nChanged 2595
		SP:Iteration 5Q (7405.260000 sec): 3 clusters
  Score: Raw -10178092.729463 + Penalty 5531.796765 = -10172560.932698
  nChanged 2819
		SP:Iteration 6Q (7405.510000 sec): 3 clusters
  Score: Raw -10179019.101902 + Penalty 5531.796765 = -10173487.305137
  nChanged 3160
		SP:Iteration 7Q (7405.760000 sec): 3 clusters
  Score: Raw -10180235.881488 + Penalty 5531.796765 = -10174704.084723
  nChanged 3477
		SP:Iteration 8Q (7406.000000 sec): 3 clusters
  Score: Raw -10181695.212723 + Penalty 5531.796765 = -10176163.415958
  nChanged 3650
		SP:Iteration 9F (7406.250000 sec): 3 clusters
  Score: Raw -10183362.720946 + Penalty 5531.796765 = -10177830.924181
  nChanged 3660
		SP:Iteration 10F (7406.490000 sec): 3 clusters
  Score: Raw -10185133.344729 + Penalty 5531.796765 = -10179601.547964
  nChanged 3662
		SP:Iteration 11F (7406.730000 sec): 3 clusters
  Score: Raw -10187020.140733 + Penalty 5531.796765 = -10181488.343968
  nChanged 3479
		SP:Iteration 12Q (7406.980000 sec): 3 clusters
  Score: Raw -10189001.040122 + Penalty 5531.796765 = -10183469.243357
  nChanged 3535
		SP:Iteration 13F (7407.220000 sec): 3 clusters
  Score: Raw -10191305.099065 + Penalty 5531.796765 = -10185773.302300
  nChanged 3443
		SP:Iteration 14Q (7407.470000 sec): 3 clusters
  Score: Raw -10193868.740849 + Penalty 5531.796765 = -10188336.944084
  nChanged 3135
		SP:Iteration 15Q (7407.720000 sec): 3 clusters
  Score: Raw -10196451.066676 + Penalty 5531.796765 = -10190919.269911
  nChanged 2550
		SP:Iteration 16Q (7407.960000 sec): 3 clusters
  Score: Raw -10198705.276147 + Penalty 5531.796765 = -10193173.479382
  nChanged 1733
		SP:Iteration 17Q (7408.200000 sec): 3 clusters
  Score: Raw -10200287.139382 + Penalty 5531.796765 = -10194755.342617
  nChanged 894
		SP:Iteration 18Q (7408.420000 sec): 3 clusters
  Score: Raw -10201112.618852 + Penalty 5531.796765 = -10195580.822087
  nChanged 371
		SP:Iteration 19Q (7408.620000 sec): 3 clusters
  Score: Raw -10201500.372307 + Penalty 5531.796765 = -10195968.575542
  nChanged 152
		SP:Iteration 20F (7408.860000 sec): 3 clusters
  Score: Raw -10201661.444121 + Penalty 5531.796765 = -10196129.647356
  nChanged 64
		SP:Iteration 21Q (7409.040000 sec): 3 clusters
  Score: Raw -10201728.441493 + Penalty 5531.796765 = -10196196.644728
  nChanged 29
		SP:Iteration 22Q (7409.210000 sec): 3 clusters
  Score: Raw -10201763.551615 + Penalty 5531.796765 = -10196231.754850
  nChanged 17
		SP:Iteration 23Q (7409.380000 sec): 3 clusters
  Score: Raw -10201787.207070 + Penalty 5531.796765 = -10196255.410305
  nChanged 12
		SP:Iteration 24Q (7409.550000 sec): 3 clusters
  Score: Raw -10201807.773223 + Penalty 5531.796765 = -10196275.976458
  nChanged 13
		SP:Iteration 25Q (7409.720000 sec): 3 clusters
  Score: Raw -10201825.092850 + Penalty 5531.796765 = -10196293.296085
  nChanged 17
		SP:Iteration 26Q (7409.890000 sec): 3 clusters
  Score: Raw -10201842.108965 + Penalty 5531.796765 = -10196310.312200
  nChanged 10
		SP:Iteration 27Q (7410.060000 sec): 3 clusters
  Score: Raw -10201853.347467 + Penalty 5531.796765 = -10196321.550702
  nChanged 5
		SP:Iteration 28Q (7410.240000 sec): 3 clusters
  Score: Raw -10201861.735399 + Penalty 5531.796765 = -10196329.938634
  nChanged 7
		SP:Iteration 29Q (7410.400000 sec): 3 clusters
  Score: Raw -10201873.120571 + Penalty 5531.796765 = -10196341.323806
  nChanged 4
		SP:Iteration 30Q (7410.570000 sec): 3 clusters
  Score: Raw -10201878.454774 + Penalty 5531.796765 = -10196346.658009
  nChanged 5
		SP:Iteration 31Q (7410.740000 sec): 3 clusters
  Score: Raw -10201882.895076 + Penalty 5531.796765 = -10196351.098311
  nChanged 2
		SP:Iteration 32Q (7410.910000 sec): 3 clusters
  Score: Raw -10201884.916953 + Penalty 5531.796765 = -10196353.120188
  nChanged 4
		SP:Iteration 33Q (7411.080000 sec): 3 clusters
  Score: Raw -10201890.568714 + Penalty 5531.796765 = -10196358.771949
  nChanged 1
		SP:Iteration 34Q (7411.250000 sec): 3 clusters
  Score: Raw -10201891.634990 + Penalty 5531.796765 = -10196359.838225
  nChanged 1
		SP:Iteration 35Q (7411.420000 sec): 3 clusters
  Score: Raw -10201892.380393 + Penalty 5531.796765 = -10196360.583628
  nChanged 0
		SP:Iteration 36F (7411.660000 sec): 3 clusters
  Score: Raw -10201892.380393 + Penalty 5531.796765 = -10196360.583628
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7411.690000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7411.700000 sec): 3 clusters
  Score: Raw -385295.526933 + Penalty 3923.652944 = -381371.873989
  nChanged 893
		SP:Iteration 1F (7411.710000 sec): 3 clusters
  Score: Raw -385867.582007 + Penalty 3923.652944 = -381943.929064
  nChanged 174
		SP:Iteration 2F (7411.720000 sec): 3 clusters
  Score: Raw -385998.667248 + Penalty 3923.652944 = -382075.014304
  nChanged 114
		SP:Iteration 3Q (7411.730000 sec): 3 clusters
  Score: Raw -386082.281085 + Penalty 3923.652944 = -382158.628141
  nChanged 92
		SP:Iteration 4Q (7411.740000 sec): 3 clusters
  Score: Raw -386142.389297 + Penalty 3923.652944 = -382218.736353
  nChanged 60
		SP:Iteration 5Q (7411.740000 sec): 3 clusters
  Score: Raw -386174.866821 + Penalty 3923.652944 = -382251.213877
  nChanged 37
		SP:Iteration 6Q (7411.760000 sec): 3 clusters
  Score: Raw -386201.210833 + Penalty 3923.652944 = -382277.557890
  nChanged 37
		SP:Iteration 7Q (7411.760000 sec): 3 clusters
  Score: Raw -386220.623673 + Penalty 3923.652944 = -382296.970729
  nChanged 31
		SP:Iteration 8Q (7411.770000 sec): 3 clusters
  Score: Raw -386234.100846 + Penalty 3923.652944 = -382310.447902
  nChanged 19
		SP:Iteration 9Q (7411.780000 sec): 3 clusters
  Score: Raw -386243.288833 + Penalty 3923.652944 = -382319.635889
  nChanged 11
		SP:Iteration 10Q (7411.790000 sec): 3 clusters
  Score: Raw -386248.596244 + Penalty 3923.652944 = -382324.943301
  nChanged 10
		SP:Iteration 11Q (7411.800000 sec): 3 clusters
  Score: Raw -386252.000458 + Penalty 3923.652944 = -382328.347514
  nChanged 4
		SP:Iteration 12Q (7411.810000 sec): 3 clusters
  Score: Raw -386254.189225 + Penalty 3923.652944 = -382330.536281
  nChanged 6
		SP:Iteration 13Q (7411.820000 sec): 3 clusters
  Score: Raw -386256.689719 + Penalty 3923.652944 = -382333.036775
  nChanged 4
		SP:Iteration 14Q (7411.830000 sec): 3 clusters
  Score: Raw -386258.446100 + Penalty 3923.652944 = -382334.793157
  nChanged 2
		SP:Iteration 15Q (7411.840000 sec): 3 clusters
  Score: Raw -386260.494710 + Penalty 3923.652944 = -382336.841766
  nChanged 4
		SP:Iteration 16Q (7411.840000 sec): 3 clusters
  Score: Raw -386262.781354 + Penalty 3923.652944 = -382339.128410
  nChanged 5
		SP:Iteration 17Q (7411.860000 sec): 3 clusters
  Score: Raw -386265.317853 + Penalty 3923.652944 = -382341.664909
  nChanged 9
		SP:Iteration 18Q (7411.860000 sec): 3 clusters
  Score: Raw -386269.611351 + Penalty 3923.652944 = -382345.958407
  nChanged 6
		SP:Iteration 19Q (7411.870000 sec): 3 clusters
  Score: Raw -386273.651130 + Penalty 3923.652944 = -382349.998186
  nChanged 6
		SP:Iteration 20F (7411.880000 sec): 3 clusters
  Score: Raw -386276.345677 + Penalty 3923.652944 = -382352.692733
  nChanged 6
		SP:Iteration 21Q (7411.890000 sec): 3 clusters
  Score: Raw -386278.285255 + Penalty 3923.652944 = -382354.632312
  nChanged 6
		SP:Iteration 22Q (7411.900000 sec): 3 clusters
  Score: Raw -386280.903168 + Penalty 3923.652944 = -382357.250224
  nChanged 4
		SP:Iteration 23Q (7411.910000 sec): 3 clusters
  Score: Raw -386282.771490 + Penalty 3923.652944 = -382359.118546
  nChanged 7
		SP:Iteration 24Q (7411.920000 sec): 3 clusters
  Score: Raw -386285.010634 + Penalty 3923.652944 = -382361.357690
  nChanged 1
		SP:Iteration 25Q (7411.930000 sec): 3 clusters
  Score: Raw -386285.354009 + Penalty 3923.652944 = -382361.701066
  nChanged 0
		SP:Iteration 26F (7411.940000 sec): 3 clusters
  Score: Raw -386285.354009 + Penalty 3923.652944 = -382361.701066
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7411.940000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7411.950000 sec): 3 clusters
  Score: Raw -168850.278882 + Penalty 3494.272938 = -165356.005944
  nChanged 302
		SP:Iteration 1F (7411.950000 sec): 3 clusters
  Score: Raw -169143.616171 + Penalty 3494.272938 = -165649.343233
  nChanged 70
		SP:Iteration 2F (7411.960000 sec): 3 clusters
  Score: Raw -169210.632266 + Penalty 3494.272938 = -165716.359327
  nChanged 32
		SP:Iteration 3Q (7411.960000 sec): 3 clusters
  Score: Raw -169241.158232 + Penalty 3494.272938 = -165746.885294
  nChanged 10
		SP:Iteration 4Q (7411.960000 sec): 3 clusters
  Score: Raw -169251.674219 + Penalty 3494.272938 = -165757.401281
  nChanged 12
		SP:Iteration 5Q (7411.970000 sec): 3 clusters
  Score: Raw -169262.434487 + Penalty 3494.272938 = -165768.161549
  nChanged 5
		SP:Iteration 6Q (7411.970000 sec): 3 clusters
  Score: Raw -169266.968930 + Penalty 3494.272938 = -165772.695992
  nChanged 2
		SP:Iteration 7Q (7411.980000 sec): 3 clusters
  Score: Raw -169268.235345 + Penalty 3494.272938 = -165773.962407
  nChanged 1
		SP:Iteration 8Q (7411.980000 sec): 3 clusters
  Score: Raw -169269.364802 + Penalty 3494.272938 = -165775.091864
  nChanged 1
		SP:Iteration 9Q (7411.980000 sec): 3 clusters
  Score: Raw -169270.472169 + Penalty 3494.272938 = -165776.199231
  nChanged 0
		SP:Iteration 10F (7411.990000 sec): 3 clusters
  Score: Raw -169270.472169 + Penalty 3494.272938 = -165776.199231
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7412.000000 sec): 2 clusters
  Score: Raw -257203.131277 + Penalty 1864.614590 = -255338.516687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7412.000000 sec): 3 clusters
  Score: Raw -256703.172306 + Penalty 3729.229180 = -252973.943126
  nChanged 583
		SP:Iteration 1F (7412.010000 sec): 3 clusters
  Score: Raw -257331.157492 + Penalty 3729.229180 = -253601.928313
  nChanged 171
		SP:Iteration 2F (7412.010000 sec): 3 clusters
  Score: Raw -257531.985930 + Penalty 3729.229180 = -253802.756751
  nChanged 104
		SP:Iteration 3F (7412.020000 sec): 3 clusters
  Score: Raw -257656.937809 + Penalty 3729.229180 = -253927.708629
  nChanged 78
		SP:Iteration 4Q (7412.020000 sec): 3 clusters
  Score: Raw -257725.672856 + Penalty 3729.229180 = -253996.443676
  nChanged 45
		SP:Iteration 5Q (7412.030000 sec): 3 clusters
  Score: Raw -257787.972190 + Penalty 3729.229180 = -254058.743010
  nChanged 46
		SP:Iteration 6Q (7412.040000 sec): 3 clusters
  Score: Raw -257888.985157 + Penalty 3729.229180 = -254159.755977
  nChanged 42
		SP:Iteration 7Q (7412.040000 sec): 3 clusters
  Score: Raw -257985.824192 + Penalty 3729.229180 = -254256.595013
  nChanged 32
		SP:Iteration 8Q (7412.050000 sec): 3 clusters
  Score: Raw -258038.692762 + Penalty 3729.229180 = -254309.463582
  nChanged 19
		SP:Iteration 9Q (7412.060000 sec): 3 clusters
  Score: Raw -258068.315079 + Penalty 3729.229180 = -254339.085899
  nChanged 19
		SP:Iteration 10Q (7412.060000 sec): 3 clusters
  Score: Raw -258085.301981 + Penalty 3729.229180 = -254356.072802
  nChanged 12
		SP:Iteration 11Q (7412.070000 sec): 3 clusters
  Score: Raw -258095.545277 + Penalty 3729.229180 = -254366.316097
  nChanged 10
		SP:Iteration 12Q (7412.070000 sec): 3 clusters
  Score: Raw -258103.508105 + Penalty 3729.229180 = -254374.278926
  nChanged 6
		SP:Iteration 13Q (7412.080000 sec): 3 clusters
  Score: Raw -258110.721011 + Penalty 3729.229180 = -254381.491831
  nChanged 9
		SP:Iteration 14Q (7412.080000 sec): 3 clusters
  Score: Raw -258115.189453 + Penalty 3729.229180 = -254385.960274
  nChanged 3
		SP:Iteration 15Q (7412.090000 sec): 3 clusters
  Score: Raw -258116.564053 + Penalty 3729.229180 = -254387.334874
  nChanged 2
		SP:Iteration 16Q (7412.100000 sec): 3 clusters
  Score: Raw -258117.567142 + Penalty 3729.229180 = -254388.337963
  nChanged 2
		SP:Iteration 17Q (7412.100000 sec): 3 clusters
  Score: Raw -258118.710646 + Penalty 3729.229180 = -254389.481466
  nChanged 3
		SP:Iteration 18Q (7412.110000 sec): 3 clusters
  Score: Raw -258120.535995 + Penalty 3729.229180 = -254391.306815
  nChanged 0
		SP:Iteration 19F (7412.120000 sec): 3 clusters
  Score: Raw -258120.535995 + Penalty 3729.229180 = -254391.306815
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7412.150000 sec): 2 clusters
  Score: Raw -1667290.254940 + Penalty 2305.786630 = -1664984.468310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7412.190000 sec): 3 clusters
  Score: Raw -1661406.633680 + Penalty 4611.573260 = -1656795.060420
  nChanged 4545
		SP:Iteration 1F (7412.220000 sec): 3 clusters
  Score: Raw -1663735.207286 + Penalty 4611.573260 = -1659123.634026
  nChanged 630
		SP:Iteration 2F (7412.260000 sec): 3 clusters
  Score: Raw -1663994.073554 + Penalty 4611.573260 = -1659382.500294
  nChanged 471
		SP:Iteration 3Q (7412.300000 sec): 3 clusters
  Score: Raw -1664162.381825 + Penalty 4611.573260 = -1659550.808566
  nChanged 391
		SP:Iteration 4Q (7412.340000 sec): 3 clusters
  Score: Raw -1664310.854540 + Penalty 4611.573260 = -1659699.281280
  nChanged 350
		SP:Iteration 5Q (7412.370000 sec): 3 clusters
  Score: Raw -1664432.573935 + Penalty 4611.573260 = -1659821.000675
  nChanged 324
		SP:Iteration 6Q (7412.410000 sec): 3 clusters
  Score: Raw -1664564.282972 + Penalty 4611.573260 = -1659952.709712
  nChanged 348
		SP:Iteration 7Q (7412.450000 sec): 3 clusters
  Score: Raw -1664696.886319 + Penalty 4611.573260 = -1660085.313059
  nChanged 329
		SP:Iteration 8Q (7412.480000 sec): 3 clusters
  Score: Raw -1664827.393106 + Penalty 4611.573260 = -1660215.819846
  nChanged 341
		SP:Iteration 9Q (7412.520000 sec): 3 clusters
  Score: Raw -1664975.524840 + Penalty 4611.573260 = -1660363.951580
  nChanged 406
		SP:Iteration 10Q (7412.560000 sec): 3 clusters
  Score: Raw -1665171.056070 + Penalty 4611.573260 = -1660559.482811
  nChanged 396
		SP:Iteration 11Q (7412.600000 sec): 3 clusters
  Score: Raw -1665363.873011 + Penalty 4611.573260 = -1660752.299751
  nChanged 397
		SP:Iteration 12Q (7412.630000 sec): 3 clusters
  Score: Raw -1665583.705070 + Penalty 4611.573260 = -1660972.131810
  nChanged 428
		SP:Iteration 13Q (7412.670000 sec): 3 clusters
  Score: Raw -1665823.241997 + Penalty 4611.573260 = -1661211.668737
  nChanged 395
		SP:Iteration 14Q (7412.710000 sec): 3 clusters
  Score: Raw -1666050.561688 + Penalty 4611.573260 = -1661438.988428
  nChanged 374
		SP:Iteration 15Q (7412.740000 sec): 3 clusters
  Score: Raw -1666298.412618 + Penalty 4611.573260 = -1661686.839358
  nChanged 387
		SP:Iteration 16Q (7412.780000 sec): 3 clusters
  Score: Raw -1666560.401943 + Penalty 4611.573260 = -1661948.828683
  nChanged 332
		SP:Iteration 17Q (7412.820000 sec): 3 clusters
  Score: Raw -1666800.946768 + Penalty 4611.573260 = -1662189.373508
  nChanged 306
		SP:Iteration 18Q (7412.850000 sec): 3 clusters
  Score: Raw -1667024.313648 + Penalty 4611.573260 = -1662412.740388
  nChanged 244
		SP:Iteration 19Q (7412.890000 sec): 3 clusters
  Score: Raw -1667199.969459 + Penalty 4611.573260 = -1662588.396199
  nChanged 160
		SP:Iteration 20F (7412.920000 sec): 3 clusters
  Score: Raw -1667305.652883 + Penalty 4611.573260 = -1662694.079623
  nChanged 125
		SP:Iteration 21Q (7412.960000 sec): 3 clusters
  Score: Raw -1667395.370455 + Penalty 4611.573260 = -1662783.797195
  nChanged 99
		SP:Iteration 22Q (7413.000000 sec): 3 clusters
  Score: Raw -1667472.847917 + Penalty 4611.573260 = -1662861.274657
  nChanged 78
		SP:Iteration 23Q (7413.030000 sec): 3 clusters
  Score: Raw -1667535.278390 + Penalty 4611.573260 = -1662923.705130
  nChanged 55
		SP:Iteration 24Q (7413.060000 sec): 3 clusters
  Score: Raw -1667568.554998 + Penalty 4611.573260 = -1662956.981738
  nChanged 35
		SP:Iteration 25Q (7413.090000 sec): 3 clusters
  Score: Raw -1667595.762652 + Penalty 4611.573260 = -1662984.189392
  nChanged 25
		SP:Iteration 26Q (7413.120000 sec): 3 clusters
  Score: Raw -1667609.296506 + Penalty 4611.573260 = -1662997.723246
  nChanged 10
		SP:Iteration 27Q (7413.160000 sec): 3 clusters
  Score: Raw -1667616.247858 + Penalty 4611.573260 = -1663004.674598
  nChanged 17
		SP:Iteration 28Q (7413.180000 sec): 3 clusters
  Score: Raw -1667627.167795 + Penalty 4611.573260 = -1663015.594535
  nChanged 11
		SP:Iteration 29Q (7413.220000 sec): 3 clusters
  Score: Raw -1667634.380489 + Penalty 4611.573260 = -1663022.807229
  nChanged 8
		SP:Iteration 30Q (7413.250000 sec): 3 clusters
  Score: Raw -1667640.394636 + Penalty 4611.573260 = -1663028.821376
  nChanged 10
		SP:Iteration 31Q (7413.280000 sec): 3 clusters
  Score: Raw -1667648.544771 + Penalty 4611.573260 = -1663036.971511
  nChanged 8
		SP:Iteration 32Q (7413.310000 sec): 3 clusters
  Score: Raw -1667653.840489 + Penalty 4611.573260 = -1663042.267229
  nChanged 8
		SP:Iteration 33Q (7413.340000 sec): 3 clusters
  Score: Raw -1667658.730300 + Penalty 4611.573260 = -1663047.157040
  nChanged 3
		SP:Iteration 34Q (7413.370000 sec): 3 clusters
  Score: Raw -1667660.742212 + Penalty 4611.573260 = -1663049.168953
  nChanged 1
		SP:Iteration 35Q (7413.400000 sec): 3 clusters
  Score: Raw -1667661.515371 + Penalty 4611.573260 = -1663049.942111
  nChanged 2
		SP:Iteration 36Q (7413.430000 sec): 3 clusters
  Score: Raw -1667663.468130 + Penalty 4611.573260 = -1663051.894870
  nChanged 4
		SP:Iteration 37Q (7413.460000 sec): 3 clusters
  Score: Raw -1667666.840442 + Penalty 4611.573260 = -1663055.267182
  nChanged 3
		SP:Iteration 38Q (7413.490000 sec): 3 clusters
  Score: Raw -1667670.294944 + Penalty 4611.573260 = -1663058.721684
  nChanged 5
		SP:Iteration 39Q (7413.520000 sec): 3 clusters
  Score: Raw -1667674.407662 + Penalty 4611.573260 = -1663062.834402
  nChanged 2
		SP:Iteration 40F (7413.560000 sec): 3 clusters
  Score: Raw -1667674.993855 + Penalty 4611.573260 = -1663063.420596
  nChanged 1
		SP:Iteration 41Q (7413.580000 sec): 3 clusters
  Score: Raw -1667675.697625 + Penalty 4611.573260 = -1663064.124365
  nChanged 2
		SP:Iteration 42Q (7413.620000 sec): 3 clusters
  Score: Raw -1667676.896717 + Penalty 4611.573260 = -1663065.323457
  nChanged 3
		SP:Iteration 43Q (7413.640000 sec): 3 clusters
  Score: Raw -1667678.258801 + Penalty 4611.573260 = -1663066.685541
  nChanged 1
		SP:Iteration 44Q (7413.680000 sec): 3 clusters
  Score: Raw -1667678.459407 + Penalty 4611.573260 = -1663066.886147
  nChanged 0
		SP:Iteration 45F (7413.710000 sec): 3 clusters
  Score: Raw -1667678.459407 + Penalty 4611.573260 = -1663066.886147
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7413.760000 sec): 2 clusters
  Score: Raw -1983829.703091 + Penalty 2369.392247 = -1981460.310844
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7413.810000 sec): 3 clusters
  Score: Raw -1975905.773820 + Penalty 4738.784494 = -1971166.989326
  nChanged 6034
		SP:Iteration 1F (7413.860000 sec): 3 clusters
  Score: Raw -1978985.633075 + Penalty 4738.784494 = -1974246.848581
  nChanged 835
		SP:Iteration 2F (7413.900000 sec): 3 clusters
  Score: Raw -1979337.208720 + Penalty 4738.784494 = -1974598.424226
  nChanged 726
		SP:Iteration 3F (7413.950000 sec): 3 clusters
  Score: Raw -1979630.127681 + Penalty 4738.784494 = -1974891.343187
  nChanged 603
		SP:Iteration 4Q (7414.000000 sec): 3 clusters
  Score: Raw -1979871.857141 + Penalty 4738.784494 = -1975133.072648
  nChanged 563
		SP:Iteration 5Q (7414.050000 sec): 3 clusters
  Score: Raw -1980112.620914 + Penalty 4738.784494 = -1975373.836420
  nChanged 532
		SP:Iteration 6Q (7414.090000 sec): 3 clusters
  Score: Raw -1980359.892382 + Penalty 4738.784494 = -1975621.107888
  nChanged 526
		SP:Iteration 7Q (7414.140000 sec): 3 clusters
  Score: Raw -1980642.573554 + Penalty 4738.784494 = -1975903.789061
  nChanged 568
		SP:Iteration 8Q (7414.190000 sec): 3 clusters
  Score: Raw -1980979.132793 + Penalty 4738.784494 = -1976240.348299
  nChanged 624
		SP:Iteration 9Q (7414.240000 sec): 3 clusters
  Score: Raw -1981388.393436 + Penalty 4738.784494 = -1976649.608942
  nChanged 704
		SP:Iteration 10Q (7414.280000 sec): 3 clusters
  Score: Raw -1981920.575633 + Penalty 4738.784494 = -1977181.791139
  nChanged 725
		SP:Iteration 11F (7414.330000 sec): 3 clusters
  Score: Raw -1982499.794379 + Penalty 4738.784494 = -1977761.009885
  nChanged 622
		SP:Iteration 12Q (7414.380000 sec): 3 clusters
  Score: Raw -1983022.735586 + Penalty 4738.784494 = -1978283.951092
  nChanged 474
		SP:Iteration 13Q (7414.420000 sec): 3 clusters
  Score: Raw -1983422.385867 + Penalty 4738.784494 = -1978683.601374
  nChanged 333
		SP:Iteration 14Q (7414.460000 sec): 3 clusters
  Score: Raw -1983728.482439 + Penalty 4738.784494 = -1978989.697945
  nChanged 217
		SP:Iteration 15Q (7414.500000 sec): 3 clusters
  Score: Raw -1983927.741065 + Penalty 4738.784494 = -1979188.956571
  nChanged 125
		SP:Iteration 16Q (7414.540000 sec): 3 clusters
  Score: Raw -1984030.850149 + Penalty 4738.784494 = -1979292.065655
  nChanged 105
		SP:Iteration 17Q (7414.580000 sec): 3 clusters
  Score: Raw -1984115.777748 + Penalty 4738.784494 = -1979376.993254
  nChanged 70
		SP:Iteration 18Q (7414.620000 sec): 3 clusters
  Score: Raw -1984172.386231 + Penalty 4738.784494 = -1979433.601737
  nChanged 50
		SP:Iteration 19Q (7414.660000 sec): 3 clusters
  Score: Raw -1984215.800409 + Penalty 4738.784494 = -1979477.015915
  nChanged 31
		SP:Iteration 20F (7414.700000 sec): 3 clusters
  Score: Raw -1984246.424853 + Penalty 4738.784494 = -1979507.640359
  nChanged 26
		SP:Iteration 21Q (7414.740000 sec): 3 clusters
  Score: Raw -1984267.318820 + Penalty 4738.784494 = -1979528.534326
  nChanged 14
		SP:Iteration 22Q (7414.780000 sec): 3 clusters
  Score: Raw -1984277.623227 + Penalty 4738.784494 = -1979538.838733
  nChanged 10
		SP:Iteration 23Q (7414.810000 sec): 3 clusters
  Score: Raw -1984283.917849 + Penalty 4738.784494 = -1979545.133355
  nChanged 5
		SP:Iteration 24Q (7414.840000 sec): 3 clusters
  Score: Raw -1984289.462842 + Penalty 4738.784494 = -1979550.678348
  nChanged 4
		SP:Iteration 25Q (7414.880000 sec): 3 clusters
  Score: Raw -1984292.084188 + Penalty 4738.784494 = -1979553.299694
  nChanged 4
		SP:Iteration 26Q (7414.920000 sec): 3 clusters
  Score: Raw -1984295.385482 + Penalty 4738.784494 = -1979556.600988
  nChanged 2
		SP:Iteration 27Q (7414.950000 sec): 3 clusters
  Score: Raw -1984297.299786 + Penalty 4738.784494 = -1979558.515292
  nChanged 2
		SP:Iteration 28Q (7414.990000 sec): 3 clusters
  Score: Raw -1984298.122592 + Penalty 4738.784494 = -1979559.338098
  nChanged 1
		SP:Iteration 29Q (7415.020000 sec): 3 clusters
  Score: Raw -1984298.627369 + Penalty 4738.784494 = -1979559.842875
  nChanged 0
		SP:Iteration 30F (7415.070000 sec): 3 clusters
  Score: Raw -1984298.627369 + Penalty 4738.784494 = -1979559.842875
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7415.090000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7415.090000 sec): 3 clusters
  Score: Raw -73199.869804 + Penalty 3074.445443 = -70125.424360
  nChanged 93
		SP:Iteration 1F (7415.090000 sec): 3 clusters
  Score: Raw -73378.030615 + Penalty 3074.445443 = -70303.585172
  nChanged 22
		SP:Iteration 2Q (7415.090000 sec): 3 clusters
  Score: Raw -73426.351005 + Penalty 3074.445443 = -70351.905561
  nChanged 10
		SP:Iteration 3Q (7415.090000 sec): 3 clusters
  Score: Raw -73447.738137 + Penalty 3074.445443 = -70373.292694
  nChanged 1
		SP:Iteration 4Q (7415.090000 sec): 3 clusters
  Score: Raw -73448.676940 + Penalty 3074.445443 = -70374.231497
  nChanged 0
		SP:Iteration 5F (7415.090000 sec): 3 clusters
  Score: Raw -73448.676940 + Penalty 3074.445443 = -70374.231497
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7415.100000 sec): 2 clusters
  Score: Raw -311076.517204 + Penalty 1906.623297 = -309169.893907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7415.110000 sec): 3 clusters
  Score: Raw -310225.452283 + Penalty 3813.246595 = -306412.205688
  nChanged 722
		SP:Iteration 1F (7415.120000 sec): 3 clusters
  Score: Raw -310755.886657 + Penalty 3813.246595 = -306942.640062
  nChanged 152
		SP:Iteration 2F (7415.130000 sec): 3 clusters
  Score: Raw -310879.423945 + Penalty 3813.246595 = -307066.177351
  nChanged 87
		SP:Iteration 3Q (7415.130000 sec): 3 clusters
  Score: Raw -310941.523535 + Penalty 3813.246595 = -307128.276940
  nChanged 62
		SP:Iteration 4Q (7415.140000 sec): 3 clusters
  Score: Raw -310986.903661 + Penalty 3813.246595 = -307173.657066
  nChanged 44
		SP:Iteration 5Q (7415.150000 sec): 3 clusters
  Score: Raw -311020.896324 + Penalty 3813.246595 = -307207.649729
  nChanged 39
		SP:Iteration 6Q (7415.160000 sec): 3 clusters
  Score: Raw -311053.485652 + Penalty 3813.246595 = -307240.239057
  nChanged 37
		SP:Iteration 7Q (7415.160000 sec): 3 clusters
  Score: Raw -311079.799324 + Penalty 3813.246595 = -307266.552729
  nChanged 26
		SP:Iteration 8Q (7415.170000 sec): 3 clusters
  Score: Raw -311097.237138 + Penalty 3813.246595 = -307283.990544
  nChanged 25
		SP:Iteration 9Q (7415.180000 sec): 3 clusters
  Score: Raw -311113.068151 + Penalty 3813.246595 = -307299.821556
  nChanged 16
		SP:Iteration 10Q (7415.190000 sec): 3 clusters
  Score: Raw -311121.989862 + Penalty 3813.246595 = -307308.743268
  nChanged 8
		SP:Iteration 11Q (7415.190000 sec): 3 clusters
  Score: Raw -311126.638560 + Penalty 3813.246595 = -307313.391966
  nChanged 5
		SP:Iteration 12Q (7415.200000 sec): 3 clusters
  Score: Raw -311129.146097 + Penalty 3813.246595 = -307315.899503
  nChanged 4
		SP:Iteration 13Q (7415.210000 sec): 3 clusters
  Score: Raw -311131.399016 + Penalty 3813.246595 = -307318.152421
  nChanged 6
		SP:Iteration 14Q (7415.210000 sec): 3 clusters
  Score: Raw -311134.595614 + Penalty 3813.246595 = -307321.349019
  nChanged 2
		SP:Iteration 15Q (7415.220000 sec): 3 clusters
  Score: Raw -311136.669088 + Penalty 3813.246595 = -307323.422494
  nChanged 4
		SP:Iteration 16Q (7415.230000 sec): 3 clusters
  Score: Raw -311138.207065 + Penalty 3813.246595 = -307324.960470
  nChanged 1
		SP:Iteration 17Q (7415.240000 sec): 3 clusters
  Score: Raw -311138.595974 + Penalty 3813.246595 = -307325.349379
  nChanged 2
		SP:Iteration 18Q (7415.250000 sec): 3 clusters
  Score: Raw -311139.824211 + Penalty 3813.246595 = -307326.577616
  nChanged 3
		SP:Iteration 19Q (7415.250000 sec): 3 clusters
  Score: Raw -311141.279502 + Penalty 3813.246595 = -307328.032908
  nChanged 0
		SP:Iteration 20F (7415.260000 sec): 3 clusters
  Score: Raw -311141.279502 + Penalty 3813.246595 = -307328.032908
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7415.360000 sec): 2 clusters
  Score: Raw -4602218.828069 + Penalty 2568.798938 = -4599650.029131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7415.470000 sec): 3 clusters
  Score: Raw -4583222.705837 + Penalty 5137.597876 = -4578085.107961
  nChanged 14252
		SP:Iteration 1F (7415.590000 sec): 3 clusters
  Score: Raw -4591161.919831 + Penalty 5137.597876 = -4586024.321954
  nChanged 1686
		SP:Iteration 2F (7415.700000 sec): 3 clusters
  Score: Raw -4591947.313389 + Penalty 5137.597876 = -4586809.715513
  nChanged 1787
		SP:Iteration 3F (7415.810000 sec): 3 clusters
  Score: Raw -4592920.839725 + Penalty 5137.597876 = -4587783.241849
  nChanged 1911
		SP:Iteration 4F (7415.920000 sec): 3 clusters
  Score: Raw -4594024.840522 + Penalty 5137.597876 = -4588887.242646
  nChanged 1934
		SP:Iteration 5F (7416.030000 sec): 3 clusters
  Score: Raw -4595269.113133 + Penalty 5137.597876 = -4590131.515257
  nChanged 1971
		SP:Iteration 6F (7416.140000 sec): 3 clusters
  Score: Raw -4596506.530685 + Penalty 5137.597876 = -4591368.932808
  nChanged 1810
		SP:Iteration 7F (7416.250000 sec): 3 clusters
  Score: Raw -4597531.498125 + Penalty 5137.597876 = -4592393.900249
  nChanged 1474
		SP:Iteration 8Q (7416.360000 sec): 3 clusters
  Score: Raw -4598222.900194 + Penalty 5137.597876 = -4593085.302317
  nChanged 1109
		SP:Iteration 9Q (7416.470000 sec): 3 clusters
  Score: Raw -4598593.322852 + Penalty 5137.597876 = -4593455.724975
  nChanged 743
		SP:Iteration 10Q (7416.590000 sec): 3 clusters
  Score: Raw -4598776.580499 + Penalty 5137.597876 = -4593638.982622
  nChanged 500
		SP:Iteration 11Q (7416.700000 sec): 3 clusters
  Score: Raw -4598866.564100 + Penalty 5137.597876 = -4593728.966223
  nChanged 323
		SP:Iteration 12Q (7416.810000 sec): 3 clusters
  Score: Raw -4598912.258886 + Penalty 5137.597876 = -4593774.661009
  nChanged 225
		SP:Iteration 13Q (7416.920000 sec): 3 clusters
  Score: Raw -4598941.786310 + Penalty 5137.597876 = -4593804.188433
  nChanged 188
		SP:Iteration 14Q (7417.030000 sec): 3 clusters
  Score: Raw -4598965.008064 + Penalty 5137.597876 = -4593827.410187
  nChanged 160
		SP:Iteration 15Q (7417.140000 sec): 3 clusters
  Score: Raw -4598982.717668 + Penalty 5137.597876 = -4593845.119791
  nChanged 122
		SP:Iteration 16Q (7417.250000 sec): 3 clusters
  Score: Raw -4598998.019337 + Penalty 5137.597876 = -4593860.421460
  nChanged 130
		SP:Iteration 17Q (7417.360000 sec): 3 clusters
  Score: Raw -4599013.694202 + Penalty 5137.597876 = -4593876.096325
  nChanged 100
		SP:Iteration 18Q (7417.470000 sec): 3 clusters
  Score: Raw -4599023.737787 + Penalty 5137.597876 = -4593886.139910
  nChanged 97
		SP:Iteration 19Q (7417.590000 sec): 3 clusters
  Score: Raw -4599033.503789 + Penalty 5137.597876 = -4593895.905912
  nChanged 82
		SP:Iteration 20F (7417.690000 sec): 3 clusters
  Score: Raw -4599040.961414 + Penalty 5137.597876 = -4593903.363537
  nChanged 81
		SP:Iteration 21Q (7417.810000 sec): 3 clusters
  Score: Raw -4599048.638104 + Penalty 5137.597876 = -4593911.040228
  nChanged 76
		SP:Iteration 22Q (7417.920000 sec): 3 clusters
  Score: Raw -4599055.718916 + Penalty 5137.597876 = -4593918.121040
  nChanged 70
		SP:Iteration 23Q (7418.030000 sec): 3 clusters
  Score: Raw -4599061.791775 + Penalty 5137.597876 = -4593924.193899
  nChanged 76
		SP:Iteration 24Q (7418.140000 sec): 3 clusters
  Score: Raw -4599068.069437 + Penalty 5137.597876 = -4593930.471561
  nChanged 61
		SP:Iteration 25Q (7418.250000 sec): 3 clusters
  Score: Raw -4599073.416153 + Penalty 5137.597876 = -4593935.818277
  nChanged 63
		SP:Iteration 26Q (7418.350000 sec): 3 clusters
  Score: Raw -4599078.731880 + Penalty 5137.597876 = -4593941.134003
  nChanged 59
		SP:Iteration 27Q (7418.460000 sec): 3 clusters
  Score: Raw -4599084.839144 + Penalty 5137.597876 = -4593947.241268
  nChanged 57
		SP:Iteration 28Q (7418.570000 sec): 3 clusters
  Score: Raw -4599091.404932 + Penalty 5137.597876 = -4593953.807056
  nChanged 67
		SP:Iteration 29Q (7418.680000 sec): 3 clusters
  Score: Raw -4599096.394880 + Penalty 5137.597876 = -4593958.797004
  nChanged 60
		SP:Iteration 30Q (7418.780000 sec): 3 clusters
  Score: Raw -4599100.572887 + Penalty 5137.597876 = -4593962.975010
  nChanged 55
		SP:Iteration 31Q (7418.890000 sec): 3 clusters
  Score: Raw -4599104.436438 + Penalty 5137.597876 = -4593966.838561
  nChanged 50
		SP:Iteration 32Q (7419.000000 sec): 3 clusters
  Score: Raw -4599107.658225 + Penalty 5137.597876 = -4593970.060349
  nChanged 53
		SP:Iteration 33Q (7419.110000 sec): 3 clusters
  Score: Raw -4599111.595622 + Penalty 5137.597876 = -4593973.997745
  nChanged 45
		SP:Iteration 34Q (7419.210000 sec): 3 clusters
  Score: Raw -4599114.984071 + Penalty 5137.597876 = -4593977.386195
  nChanged 50
		SP:Iteration 35Q (7419.330000 sec): 3 clusters
  Score: Raw -4599118.203438 + Penalty 5137.597876 = -4593980.605562
  nChanged 43
		SP:Iteration 36Q (7419.430000 sec): 3 clusters
  Score: Raw -4599121.373914 + Penalty 5137.597876 = -4593983.776038
  nChanged 40
		SP:Iteration 37Q (7419.550000 sec): 3 clusters
  Score: Raw -4599123.970605 + Penalty 5137.597876 = -4593986.372729
  nChanged 35
		SP:Iteration 38Q (7419.650000 sec): 3 clusters
  Score: Raw -4599126.508595 + Penalty 5137.597876 = -4593988.910719
  nChanged 34
		SP:Iteration 39Q (7419.760000 sec): 3 clusters
  Score: Raw -4599128.940764 + Penalty 5137.597876 = -4593991.342887
  nChanged 40
		SP:Iteration 40F (7419.870000 sec): 3 clusters
  Score: Raw -4599131.689657 + Penalty 5137.597876 = -4593994.091780
  nChanged 44
		SP:Iteration 41Q (7419.980000 sec): 3 clusters
  Score: Raw -4599134.285086 + Penalty 5137.597876 = -4593996.687210
  nChanged 34
		SP:Iteration 42Q (7420.090000 sec): 3 clusters
  Score: Raw -4599136.748911 + Penalty 5137.597876 = -4593999.151035
  nChanged 34
		SP:Iteration 43Q (7420.200000 sec): 3 clusters
  Score: Raw -4599139.139778 + Penalty 5137.597876 = -4594001.541902
  nChanged 30
		SP:Iteration 44Q (7420.310000 sec): 3 clusters
  Score: Raw -4599140.731791 + Penalty 5137.597876 = -4594003.133915
  nChanged 30
		SP:Iteration 45Q (7420.430000 sec): 3 clusters
  Score: Raw -4599142.294403 + Penalty 5137.597876 = -4594004.696526
  nChanged 28
		SP:Iteration 46Q (7420.540000 sec): 3 clusters
  Score: Raw -4599143.785289 + Penalty 5137.597876 = -4594006.187412
  nChanged 26
		SP:Iteration 47Q (7420.650000 sec): 3 clusters
  Score: Raw -4599145.275669 + Penalty 5137.597876 = -4594007.677793
  nChanged 21
		SP:Iteration 48Q (7420.760000 sec): 3 clusters
  Score: Raw -4599146.337697 + Penalty 5137.597876 = -4594008.739820
  nChanged 14
		SP:Iteration 49Q (7420.870000 sec): 3 clusters
  Score: Raw -4599147.103719 + Penalty 5137.597876 = -4594009.505843
  nChanged 17
		SP:Iteration 50Q (7420.980000 sec): 3 clusters
  Score: Raw -4599148.194831 + Penalty 5137.597876 = -4594010.596955
  nChanged 20
		SP:Iteration 51Q (7421.090000 sec): 3 clusters
  Score: Raw -4599149.395956 + Penalty 5137.597876 = -4594011.798079
  nChanged 18
		SP:Iteration 52Q (7421.210000 sec): 3 clusters
  Score: Raw -4599150.443486 + Penalty 5137.597876 = -4594012.845610
  nChanged 18
		SP:Iteration 53Q (7421.310000 sec): 3 clusters
  Score: Raw -4599151.520327 + Penalty 5137.597876 = -4594013.922450
  nChanged 17
		SP:Iteration 54Q (7421.420000 sec): 3 clusters
  Score: Raw -4599152.448699 + Penalty 5137.597876 = -4594014.850823
  nChanged 16
		SP:Iteration 55Q (7421.530000 sec): 3 clusters
  Score: Raw -4599153.094019 + Penalty 5137.597876 = -4594015.496142
  nChanged 14
		SP:Iteration 56Q (7421.650000 sec): 3 clusters
  Score: Raw -4599153.798622 + Penalty 5137.597876 = -4594016.200745
  nChanged 21
		SP:Iteration 57Q (7421.760000 sec): 3 clusters
  Score: Raw -4599154.934539 + Penalty 5137.597876 = -4594017.336663
  nChanged 16
		SP:Iteration 58Q (7421.870000 sec): 3 clusters
  Score: Raw -4599155.902755 + Penalty 5137.597876 = -4594018.304878
  nChanged 15
		SP:Iteration 59Q (7421.980000 sec): 3 clusters
  Score: Raw -4599156.542429 + Penalty 5137.597876 = -4594018.944552
  nChanged 12
		SP:Iteration 60F (7422.090000 sec): 3 clusters
  Score: Raw -4599156.992897 + Penalty 5137.597876 = -4594019.395021
  nChanged 9
		SP:Iteration 61Q (7422.200000 sec): 3 clusters
  Score: Raw -4599157.449637 + Penalty 5137.597876 = -4594019.851761
  nChanged 11
		SP:Iteration 62Q (7422.310000 sec): 3 clusters
  Score: Raw -4599157.970816 + Penalty 5137.597876 = -4594020.372939
  nChanged 10
		SP:Iteration 63Q (7422.430000 sec): 3 clusters
  Score: Raw -4599158.259735 + Penalty 5137.597876 = -4594020.661859
  nChanged 3
		SP:Iteration 64Q (7422.530000 sec): 3 clusters
  Score: Raw -4599158.397948 + Penalty 5137.597876 = -4594020.800072
  nChanged 6
		SP:Iteration 65Q (7422.650000 sec): 3 clusters
  Score: Raw -4599158.674836 + Penalty 5137.597876 = -4594021.076960
  nChanged 11
		SP:Iteration 66Q (7422.760000 sec): 3 clusters
  Score: Raw -4599159.211350 + Penalty 5137.597876 = -4594021.613474
  nChanged 12
		SP:Iteration 67Q (7422.870000 sec): 3 clusters
  Score: Raw -4599159.899523 + Penalty 5137.597876 = -4594022.301647
  nChanged 13
		SP:Iteration 68Q (7422.980000 sec): 3 clusters
  Score: Raw -4599160.517209 + Penalty 5137.597876 = -4594022.919333
  nChanged 12
		SP:Iteration 69Q (7423.090000 sec): 3 clusters
  Score: Raw -4599161.226558 + Penalty 5137.597876 = -4594023.628681
  nChanged 16
		SP:Iteration 70Q (7423.200000 sec): 3 clusters
  Score: Raw -4599162.039448 + Penalty 5137.597876 = -4594024.441572
  nChanged 16
		SP:Iteration 71Q (7423.310000 sec): 3 clusters
  Score: Raw -4599162.867329 + Penalty 5137.597876 = -4594025.269453
  nChanged 17
		SP:Iteration 72Q (7423.430000 sec): 3 clusters
  Score: Raw -4599163.772342 + Penalty 5137.597876 = -4594026.174466
  nChanged 29
		SP:Iteration 73Q (7423.530000 sec): 3 clusters
  Score: Raw -4599165.269845 + Penalty 5137.597876 = -4594027.671969
  nChanged 19
		SP:Iteration 74Q (7423.650000 sec): 3 clusters
  Score: Raw -4599166.172301 + Penalty 5137.597876 = -4594028.574425
  nChanged 16
		SP:Iteration 75Q (7423.760000 sec): 3 clusters
  Score: Raw -4599166.892555 + Penalty 5137.597876 = -4594029.294679
  nChanged 20
		SP:Iteration 76Q (7423.870000 sec): 3 clusters
  Score: Raw -4599167.747248 + Penalty 5137.597876 = -4594030.149372
  nChanged 18
		SP:Iteration 77Q (7423.980000 sec): 3 clusters
  Score: Raw -4599168.415588 + Penalty 5137.597876 = -4594030.817712
  nChanged 12
		SP:Iteration 78Q (7424.090000 sec): 3 clusters
  Score: Raw -4599168.833476 + Penalty 5137.597876 = -4594031.235600
  nChanged 7
		SP:Iteration 79Q (7424.210000 sec): 3 clusters
  Score: Raw -4599169.044897 + Penalty 5137.597876 = -4594031.447020
  nChanged 7
		SP:Iteration 80F (7424.320000 sec): 3 clusters
  Score: Raw -4599169.363569 + Penalty 5137.597876 = -4594031.765692
  nChanged 10
		SP:Iteration 81Q (7424.430000 sec): 3 clusters
  Score: Raw -4599169.727819 + Penalty 5137.597876 = -4594032.129943
  nChanged 6
		SP:Iteration 82Q (7424.540000 sec): 3 clusters
  Score: Raw -4599169.941929 + Penalty 5137.597876 = -4594032.344052
  nChanged 3
		SP:Iteration 83Q (7424.650000 sec): 3 clusters
  Score: Raw -4599170.112030 + Penalty 5137.597876 = -4594032.514154
  nChanged 4
		SP:Iteration 84Q (7424.760000 sec): 3 clusters
  Score: Raw -4599170.360989 + Penalty 5137.597876 = -4594032.763112
  nChanged 11
		SP:Iteration 85Q (7424.870000 sec): 3 clusters
  Score: Raw -4599170.994740 + Penalty 5137.597876 = -4594033.396863
  nChanged 12
		SP:Iteration 86Q (7424.980000 sec): 3 clusters
  Score: Raw -4599171.642530 + Penalty 5137.597876 = -4594034.044654
  nChanged 14
		SP:Iteration 87Q (7425.090000 sec): 3 clusters
  Score: Raw -4599172.301100 + Penalty 5137.597876 = -4594034.703224
  nChanged 10
		SP:Iteration 88Q (7425.210000 sec): 3 clusters
  Score: Raw -4599172.762859 + Penalty 5137.597876 = -4594035.164983
  nChanged 10
		SP:Iteration 89Q (7425.310000 sec): 3 clusters
  Score: Raw -4599173.224138 + Penalty 5137.597876 = -4594035.626262
  nChanged 8
		SP:Iteration 90Q (7425.420000 sec): 3 clusters
  Score: Raw -4599173.632256 + Penalty 5137.597876 = -4594036.034379
  nChanged 11
		SP:Iteration 91Q (7425.530000 sec): 3 clusters
  Score: Raw -4599174.262091 + Penalty 5137.597876 = -4594036.664214
  nChanged 12
		SP:Iteration 92Q (7425.640000 sec): 3 clusters
  Score: Raw -4599174.788477 + Penalty 5137.597876 = -4594037.190601
  nChanged 8
		SP:Iteration 93Q (7425.750000 sec): 3 clusters
  Score: Raw -4599175.170146 + Penalty 5137.597876 = -4594037.572270
  nChanged 8
		SP:Iteration 94Q (7425.850000 sec): 3 clusters
  Score: Raw -4599175.429743 + Penalty 5137.597876 = -4594037.831866
  nChanged 3
		SP:Iteration 95Q (7425.960000 sec): 3 clusters
  Score: Raw -4599175.568501 + Penalty 5137.597876 = -4594037.970624
  nChanged 4
		SP:Iteration 96Q (7426.070000 sec): 3 clusters
  Score: Raw -4599175.770268 + Penalty 5137.597876 = -4594038.172391
  nChanged 5
		SP:Iteration 97Q (7426.180000 sec): 3 clusters
  Score: Raw -4599175.929371 + Penalty 5137.597876 = -4594038.331495
  nChanged 4
		SP:Iteration 98Q (7426.290000 sec): 3 clusters
  Score: Raw -4599176.069123 + Penalty 5137.597876 = -4594038.471246
  nChanged 8
		SP:Iteration 99Q (7426.390000 sec): 3 clusters
  Score: Raw -4599176.476618 + Penalty 5137.597876 = -4594038.878741
  nChanged 7
		SP:Iteration 100F (7426.510000 sec): 3 clusters
  Score: Raw -4599176.737022 + Penalty 5137.597876 = -4594039.139146
  nChanged 5
		SP:Iteration 101Q (7426.610000 sec): 3 clusters
  Score: Raw -4599176.942235 + Penalty 5137.597876 = -4594039.344359
  nChanged 7
		SP:Iteration 102Q (7426.730000 sec): 3 clusters
  Score: Raw -4599177.324041 + Penalty 5137.597876 = -4594039.726165
  nChanged 11
		SP:Iteration 103Q (7426.830000 sec): 3 clusters
  Score: Raw -4599177.751880 + Penalty 5137.597876 = -4594040.154004
  nChanged 7
		SP:Iteration 104Q (7426.940000 sec): 3 clusters
  Score: Raw -4599178.075924 + Penalty 5137.597876 = -4594040.478047
  nChanged 7
		SP:Iteration 105Q (7427.050000 sec): 3 clusters
  Score: Raw -4599178.353440 + Penalty 5137.597876 = -4594040.755563
  nChanged 8
		SP:Iteration 106Q (7427.160000 sec): 3 clusters
  Score: Raw -4599178.568783 + Penalty 5137.597876 = -4594040.970906
  nChanged 6
		SP:Iteration 107Q (7427.270000 sec): 3 clusters
  Score: Raw -4599178.799958 + Penalty 5137.597876 = -4594041.202081
  nChanged 5
		SP:Iteration 108Q (7427.380000 sec): 3 clusters
  Score: Raw -4599179.142433 + Penalty 5137.597876 = -4594041.544556
  nChanged 7
		SP:Iteration 109Q (7427.490000 sec): 3 clusters
  Score: Raw -4599179.609441 + Penalty 5137.597876 = -4594042.011565
  nChanged 13
		SP:Iteration 110Q (7427.610000 sec): 3 clusters
  Score: Raw -4599180.283854 + Penalty 5137.597876 = -4594042.685978
  nChanged 14
		SP:Iteration 111Q (7427.720000 sec): 3 clusters
  Score: Raw -4599180.885853 + Penalty 5137.597876 = -4594043.287977
  nChanged 11
		SP:Iteration 112Q (7427.830000 sec): 3 clusters
  Score: Raw -4599181.357754 + Penalty 5137.597876 = -4594043.759877
  nChanged 14
		SP:Iteration 113Q (7427.940000 sec): 3 clusters
  Score: Raw -4599182.043780 + Penalty 5137.597876 = -4594044.445904
  nChanged 13
		SP:Iteration 114Q (7428.050000 sec): 3 clusters
  Score: Raw -4599182.817493 + Penalty 5137.597876 = -4594045.219616
  nChanged 19
		SP:Iteration 115Q (7428.160000 sec): 3 clusters
  Score: Raw -4599183.784851 + Penalty 5137.597876 = -4594046.186974
  nChanged 21
		SP:Iteration 116Q (7428.270000 sec): 3 clusters
  Score: Raw -4599184.986050 + Penalty 5137.597876 = -4594047.388174
  nChanged 21
		SP:Iteration 117Q (7428.380000 sec): 3 clusters
  Score: Raw -4599186.142552 + Penalty 5137.597876 = -4594048.544676
  nChanged 30
		SP:Iteration 118Q (7428.490000 sec): 3 clusters
  Score: Raw -4599188.106102 + Penalty 5137.597876 = -4594050.508226
  nChanged 36
		SP:Iteration 119Q (7428.600000 sec): 3 clusters
  Score: Raw -4599190.852590 + Penalty 5137.597876 = -4594053.254713
  nChanged 42
		SP:Iteration 120F (7428.710000 sec): 3 clusters
  Score: Raw -4599193.756284 + Penalty 5137.597876 = -4594056.158408
  nChanged 38
		SP:Iteration 121Q (7428.820000 sec): 3 clusters
  Score: Raw -4599196.972306 + Penalty 5137.597876 = -4594059.374430
  nChanged 52
		SP:Iteration 122Q (7428.930000 sec): 3 clusters
  Score: Raw -4599200.873622 + Penalty 5137.597876 = -4594063.275745
  nChanged 53
		SP:Iteration 123Q (7429.050000 sec): 3 clusters
  Score: Raw -4599205.144208 + Penalty 5137.597876 = -4594067.546331
  nChanged 59
		SP:Iteration 124Q (7429.160000 sec): 3 clusters
  Score: Raw -4599210.168300 + Penalty 5137.597876 = -4594072.570423
  nChanged 69
		SP:Iteration 125Q (7429.270000 sec): 3 clusters
  Score: Raw -4599216.142985 + Penalty 5137.597876 = -4594078.545109
  nChanged 74
		SP:Iteration 126Q (7429.380000 sec): 3 clusters
  Score: Raw -4599222.508628 + Penalty 5137.597876 = -4594084.910751
  nChanged 74
		SP:Iteration 127Q (7429.490000 sec): 3 clusters
  Score: Raw -4599229.166773 + Penalty 5137.597876 = -4594091.568896
  nChanged 95
		SP:Iteration 128Q (7429.600000 sec): 3 clusters
  Score: Raw -4599238.694321 + Penalty 5137.597876 = -4594101.096445
  nChanged 115
		SP:Iteration 129Q (7429.710000 sec): 3 clusters
  Score: Raw -4599250.733421 + Penalty 5137.597876 = -4594113.135544
  nChanged 142
		SP:Iteration 130Q (7429.830000 sec): 3 clusters
  Score: Raw -4599268.227501 + Penalty 5137.597876 = -4594130.629625
  nChanged 154
		SP:Iteration 131Q (7429.940000 sec): 3 clusters
  Score: Raw -4599289.753450 + Penalty 5137.597876 = -4594152.155574
  nChanged 191
		SP:Iteration 132Q (7430.050000 sec): 3 clusters
  Score: Raw -4599318.536793 + Penalty 5137.597876 = -4594180.938916
  nChanged 205
		SP:Iteration 133Q (7430.160000 sec): 3 clusters
  Score: Raw -4599351.983412 + Penalty 5137.597876 = -4594214.385536
  nChanged 225
		SP:Iteration 134Q (7430.270000 sec): 3 clusters
  Score: Raw -4599391.814003 + Penalty 5137.597876 = -4594254.216126
  nChanged 250
		SP:Iteration 135Q (7430.380000 sec): 3 clusters
  Score: Raw -4599440.647574 + Penalty 5137.597876 = -4594303.049698
  nChanged 297
		SP:Iteration 136Q (7430.490000 sec): 3 clusters
  Score: Raw -4599508.170684 + Penalty 5137.597876 = -4594370.572807
  nChanged 325
		SP:Iteration 137Q (7430.600000 sec): 3 clusters
  Score: Raw -4599588.158157 + Penalty 5137.597876 = -4594450.560280
  nChanged 349
		SP:Iteration 138Q (7430.710000 sec): 3 clusters
  Score: Raw -4599680.882217 + Penalty 5137.597876 = -4594543.284341
  nChanged 415
		SP:Iteration 139Q (7430.820000 sec): 3 clusters
  Score: Raw -4599811.038461 + Penalty 5137.597876 = -4594673.440584
  nChanged 468
		SP:Iteration 140F (7430.930000 sec): 3 clusters
  Score: Raw -4599993.509988 + Penalty 5137.597876 = -4594855.912112
  nChanged 519
		SP:Iteration 141Q (7431.040000 sec): 3 clusters
  Score: Raw -4600246.857954 + Penalty 5137.597876 = -4595109.260078
  nChanged 583
		SP:Iteration 142Q (7431.150000 sec): 3 clusters
  Score: Raw -4600646.456340 + Penalty 5137.597876 = -4595508.858464
  nChanged 633
		SP:Iteration 143Q (7431.260000 sec): 3 clusters
  Score: Raw -4601310.348418 + Penalty 5137.597876 = -4596172.750542
  nChanged 608
		SP:Iteration 144Q (7431.370000 sec): 3 clusters
  Score: Raw -4602182.353472 + Penalty 5137.597876 = -4597044.755596
  nChanged 426
		SP:Iteration 145Q (7431.470000 sec): 3 clusters
  Score: Raw -4602647.863153 + Penalty 5137.597876 = -4597510.265276
  nChanged 315
		SP:Iteration 146Q (7431.560000 sec): 3 clusters
  Score: Raw -4602858.651002 + Penalty 5137.597876 = -4597721.053126
  nChanged 255
		SP:Iteration 147Q (7431.650000 sec): 3 clusters
  Score: Raw -4602981.369645 + Penalty 5137.597876 = -4597843.771769
  nChanged 190
		SP:Iteration 148Q (7431.740000 sec): 3 clusters
  Score: Raw -4603053.163145 + Penalty 5137.597876 = -4597915.565269
  nChanged 147
		SP:Iteration 149Q (7431.830000 sec): 3 clusters
  Score: Raw -4603104.122237 + Penalty 5137.597876 = -4597966.524360
  nChanged 112
		SP:Iteration 150Q (7431.910000 sec): 3 clusters
  Score: Raw -4603135.995173 + Penalty 5137.597876 = -4597998.397297
  nChanged 99
		SP:Iteration 151Q (7432.000000 sec): 3 clusters
  Score: Raw -4603161.890673 + Penalty 5137.597876 = -4598024.292797
  nChanged 70
		SP:Iteration 152Q (7432.090000 sec): 3 clusters
  Score: Raw -4603177.598465 + Penalty 5137.597876 = -4598040.000588
  nChanged 54
		SP:Iteration 153Q (7432.170000 sec): 3 clusters
  Score: Raw -4603190.063890 + Penalty 5137.597876 = -4598052.466014
  nChanged 42
		SP:Iteration 154Q (7432.260000 sec): 3 clusters
  Score: Raw -4603198.810209 + Penalty 5137.597876 = -4598061.212333
  nChanged 32
		SP:Iteration 155Q (7432.340000 sec): 3 clusters
  Score: Raw -4603204.132463 + Penalty 5137.597876 = -4598066.534586
  nChanged 23
		SP:Iteration 156Q (7432.430000 sec): 3 clusters
  Score: Raw -4603206.988482 + Penalty 5137.597876 = -4598069.390606
  nChanged 18
		SP:Iteration 157Q (7432.510000 sec): 3 clusters
  Score: Raw -4603209.386817 + Penalty 5137.597876 = -4598071.788941
  nChanged 9
		SP:Iteration 158Q (7432.600000 sec): 3 clusters
  Score: Raw -4603210.705892 + Penalty 5137.597876 = -4598073.108016
  nChanged 10
		SP:Iteration 159Q (7432.680000 sec): 3 clusters
  Score: Raw -4603212.215341 + Penalty 5137.597876 = -4598074.617465
  nChanged 12
		SP:Iteration 160F (7432.790000 sec): 3 clusters
  Score: Raw -4603214.147686 + Penalty 5137.597876 = -4598076.549810
  nChanged 14
		SP:Iteration 161Q (7432.870000 sec): 3 clusters
  Score: Raw -4603215.894540 + Penalty 5137.597876 = -4598078.296663
  nChanged 9
		SP:Iteration 162Q (7432.960000 sec): 3 clusters
  Score: Raw -4603217.017009 + Penalty 5137.597876 = -4598079.419133
  nChanged 10
		SP:Iteration 163Q (7433.040000 sec): 3 clusters
  Score: Raw -4603218.995856 + Penalty 5137.597876 = -4598081.397979
  nChanged 11
		SP:Iteration 164Q (7433.120000 sec): 3 clusters
  Score: Raw -4603220.899162 + Penalty 5137.597876 = -4598083.301286
  nChanged 10
		SP:Iteration 165Q (7433.210000 sec): 3 clusters
  Score: Raw -4603222.182109 + Penalty 5137.597876 = -4598084.584233
  nChanged 7
		SP:Iteration 166Q (7433.290000 sec): 3 clusters
  Score: Raw -4603223.342491 + Penalty 5137.597876 = -4598085.744614
  nChanged 4
		SP:Iteration 167Q (7433.380000 sec): 3 clusters
  Score: Raw -4603223.934787 + Penalty 5137.597876 = -4598086.336911
  nChanged 2
		SP:Iteration 168Q (7433.460000 sec): 3 clusters
  Score: Raw -4603224.392028 + Penalty 5137.597876 = -4598086.794152
  nChanged 4
		SP:Iteration 169Q (7433.540000 sec): 3 clusters
  Score: Raw -4603224.964547 + Penalty 5137.597876 = -4598087.366670
  nChanged 6
		SP:Iteration 170Q (7433.620000 sec): 3 clusters
  Score: Raw -4603225.799716 + Penalty 5137.597876 = -4598088.201840
  nChanged 6
		SP:Iteration 171Q (7433.710000 sec): 3 clusters
  Score: Raw -4603226.812707 + Penalty 5137.597876 = -4598089.214830
  nChanged 7
		SP:Iteration 172Q (7433.800000 sec): 3 clusters
  Score: Raw -4603228.048021 + Penalty 5137.597876 = -4598090.450144
  nChanged 9
		SP:Iteration 173Q (7433.880000 sec): 3 clusters
  Score: Raw -4603229.239177 + Penalty 5137.597876 = -4598091.641301
  nChanged 4
		SP:Iteration 174Q (7433.960000 sec): 3 clusters
  Score: Raw -4603229.787337 + Penalty 5137.597876 = -4598092.189461
  nChanged 7
		SP:Iteration 175Q (7434.040000 sec): 3 clusters
  Score: Raw -4603230.421472 + Penalty 5137.597876 = -4598092.823595
  nChanged 5
		SP:Iteration 176Q (7434.120000 sec): 3 clusters
  Score: Raw -4603231.196878 + Penalty 5137.597876 = -4598093.599001
  nChanged 4
		SP:Iteration 177Q (7434.210000 sec): 3 clusters
  Score: Raw -4603231.827628 + Penalty 5137.597876 = -4598094.229752
  nChanged 3
		SP:Iteration 178Q (7434.290000 sec): 3 clusters
  Score: Raw -4603232.401770 + Penalty 5137.597876 = -4598094.803894
  nChanged 6
		SP:Iteration 179Q (7434.380000 sec): 3 clusters
  Score: Raw -4603233.158295 + Penalty 5137.597876 = -4598095.560418
  nChanged 5
		SP:Iteration 180F (7434.490000 sec): 3 clusters
  Score: Raw -4603233.930710 + Penalty 5137.597876 = -4598096.332834
  nChanged 6
		SP:Iteration 181Q (7434.570000 sec): 3 clusters
  Score: Raw -4603234.712669 + Penalty 5137.597876 = -4598097.114793
  nChanged 4
		SP:Iteration 182Q (7434.660000 sec): 3 clusters
  Score: Raw -4603235.316699 + Penalty 5137.597876 = -4598097.718822
  nChanged 6
		SP:Iteration 183Q (7434.740000 sec): 3 clusters
  Score: Raw -4603236.088659 + Penalty 5137.597876 = -4598098.490783
  nChanged 4
		SP:Iteration 184Q (7434.830000 sec): 3 clusters
  Score: Raw -4603236.727833 + Penalty 5137.597876 = -4598099.129957
  nChanged 3
		SP:Iteration 185Q (7434.920000 sec): 3 clusters
  Score: Raw -4603237.299649 + Penalty 5137.597876 = -4598099.701772
  nChanged 5
		SP:Iteration 186Q (7435.000000 sec): 3 clusters
  Score: Raw -4603238.012892 + Penalty 5137.597876 = -4598100.415015
  nChanged 4
		SP:Iteration 187Q (7435.080000 sec): 3 clusters
  Score: Raw -4603238.644080 + Penalty 5137.597876 = -4598101.046203
  nChanged 2
		SP:Iteration 188Q (7435.170000 sec): 3 clusters
  Score: Raw -4603238.878799 + Penalty 5137.597876 = -4598101.280922
  nChanged 4
		SP:Iteration 189Q (7435.260000 sec): 3 clusters
  Score: Raw -4603239.701369 + Penalty 5137.597876 = -4598102.103492
  nChanged 5
		SP:Iteration 190Q (7435.340000 sec): 3 clusters
  Score: Raw -4603240.219379 + Penalty 5137.597876 = -4598102.621503
  nChanged 3
		SP:Iteration 191Q (7435.420000 sec): 3 clusters
  Score: Raw -4603240.791239 + Penalty 5137.597876 = -4598103.193363
  nChanged 7
		SP:Iteration 192Q (7435.500000 sec): 3 clusters
  Score: Raw -4603242.582671 + Penalty 5137.597876 = -4598104.984795
  nChanged 9
		SP:Iteration 193Q (7435.590000 sec): 3 clusters
  Score: Raw -4603244.719930 + Penalty 5137.597876 = -4598107.122054
  nChanged 7
		SP:Iteration 194Q (7435.670000 sec): 3 clusters
  Score: Raw -4603245.873640 + Penalty 5137.597876 = -4598108.275764
  nChanged 8
		SP:Iteration 195Q (7435.760000 sec): 3 clusters
  Score: Raw -4603247.101380 + Penalty 5137.597876 = -4598109.503504
  nChanged 7
		SP:Iteration 196Q (7435.840000 sec): 3 clusters
  Score: Raw -4603248.674142 + Penalty 5137.597876 = -4598111.076266
  nChanged 9
		SP:Iteration 197Q (7435.920000 sec): 3 clusters
  Score: Raw -4603250.408637 + Penalty 5137.597876 = -4598112.810761
  nChanged 10
		SP:Iteration 198Q (7436.010000 sec): 3 clusters
  Score: Raw -4603251.949337 + Penalty 5137.597876 = -4598114.351460
  nChanged 6
		SP:Iteration 199Q (7436.090000 sec): 3 clusters
  Score: Raw -4603253.544116 + Penalty 5137.597876 = -4598115.946239
  nChanged 8
		SP:Iteration 200F (7436.200000 sec): 3 clusters
  Score: Raw -4603254.752426 + Penalty 5137.597876 = -4598117.154549
  nChanged 8
		SP:Iteration 201Q (7436.290000 sec): 3 clusters
  Score: Raw -4603256.190158 + Penalty 5137.597876 = -4598118.592282
  nChanged 12
		SP:Iteration 202Q (7436.370000 sec): 3 clusters
  Score: Raw -4603257.977496 + Penalty 5137.597876 = -4598120.379620
  nChanged 7
		SP:Iteration 203Q (7436.460000 sec): 3 clusters
  Score: Raw -4603258.519877 + Penalty 5137.597876 = -4598120.922000
  nChanged 3
		SP:Iteration 204Q (7436.540000 sec): 3 clusters
  Score: Raw -4603259.093761 + Penalty 5137.597876 = -4598121.495885
  nChanged 5
		SP:Iteration 205Q (7436.620000 sec): 3 clusters
  Score: Raw -4603259.781132 + Penalty 5137.597876 = -4598122.183256
  nChanged 6
		SP:Iteration 206Q (7436.710000 sec): 3 clusters
  Score: Raw -4603260.647331 + Penalty 5137.597876 = -4598123.049455
  nChanged 7
		SP:Iteration 207Q (7436.800000 sec): 3 clusters
  Score: Raw -4603261.822413 + Penalty 5137.597876 = -4598124.224537
  nChanged 4
		SP:Iteration 208Q (7436.880000 sec): 3 clusters
  Score: Raw -4603262.287091 + Penalty 5137.597876 = -4598124.689214
  nChanged 2
		SP:Iteration 209Q (7436.970000 sec): 3 clusters
  Score: Raw -4603262.496870 + Penalty 5137.597876 = -4598124.898994
  nChanged 1
		SP:Iteration 210Q (7437.050000 sec): 3 clusters
  Score: Raw -4603262.573740 + Penalty 5137.597876 = -4598124.975864
  nChanged 1
		SP:Iteration 211Q (7437.140000 sec): 3 clusters
  Score: Raw -4603262.690976 + Penalty 5137.597876 = -4598125.093100
  nChanged 1
		SP:Iteration 212Q (7437.220000 sec): 3 clusters
  Score: Raw -4603262.788687 + Penalty 5137.597876 = -4598125.190811
  nChanged 0
		SP:Iteration 213F (7437.330000 sec): 3 clusters
  Score: Raw -4603262.788687 + Penalty 5137.597876 = -4598125.190811
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7437.640000 sec): 2 clusters
  Score: Raw -14350476.635145 + Penalty 2851.932735 = -14347624.702410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7437.980000 sec): 3 clusters
  Score: Raw -14287389.788243 + Penalty 5703.865470 = -14281685.922773
  nChanged 46534
		SP:Iteration 1F (7438.330000 sec): 3 clusters
  Score: Raw -14314091.250404 + Penalty 5703.865470 = -14308387.384934
  nChanged 3621
		SP:Iteration 2Q (7438.680000 sec): 3 clusters
  Score: Raw -14315059.655146 + Penalty 5703.865470 = -14309355.789676
  nChanged 3825
		SP:Iteration 3Q (7439.040000 sec): 3 clusters
  Score: Raw -14316243.008925 + Penalty 5703.865470 = -14310539.143455
  nChanged 4223
		SP:Iteration 4Q (7439.390000 sec): 3 clusters
  Score: Raw -14317739.221618 + Penalty 5703.865470 = -14312035.356148
  nChanged 4670
		SP:Iteration 5Q (7439.740000 sec): 3 clusters
  Score: Raw -14319620.093866 + Penalty 5703.865470 = -14313916.228395
  nChanged 5177
		SP:Iteration 6F (7440.080000 sec): 3 clusters
  Score: Raw -14322061.777739 + Penalty 5703.865470 = -14316357.912269
  nChanged 5723
		SP:Iteration 7F (7440.430000 sec): 3 clusters
  Score: Raw -14325179.212425 + Penalty 5703.865470 = -14319475.346955
  nChanged 6066
		SP:Iteration 8F (7440.780000 sec): 3 clusters
  Score: Raw -14328997.006882 + Penalty 5703.865470 = -14323293.141411
  nChanged 6096
		SP:Iteration 9F (7441.120000 sec): 3 clusters
  Score: Raw -14333470.071001 + Penalty 5703.865470 = -14327766.205531
  nChanged 5769
		SP:Iteration 10F (7441.470000 sec): 3 clusters
  Score: Raw -14338479.741494 + Penalty 5703.865470 = -14332775.876024
  nChanged 4652
		SP:Iteration 11Q (7441.810000 sec): 3 clusters
  Score: Raw -14342770.489719 + Penalty 5703.865470 = -14337066.624249
  nChanged 3122
		SP:Iteration 12Q (7442.140000 sec): 3 clusters
  Score: Raw -14345682.000765 + Penalty 5703.865470 = -14339978.135295
  nChanged 2091
		SP:Iteration 13Q (7442.440000 sec): 3 clusters
  Score: Raw -14347463.704094 + Penalty 5703.865470 = -14341759.838624
  nChanged 1402
		SP:Iteration 14Q (7442.730000 sec): 3 clusters
  Score: Raw -14348500.625191 + Penalty 5703.865470 = -14342796.759721
  nChanged 950
		SP:Iteration 15Q (7443.000000 sec): 3 clusters
  Score: Raw -14349104.325610 + Penalty 5703.865470 = -14343400.460140
  nChanged 712
		SP:Iteration 16Q (7443.270000 sec): 3 clusters
  Score: Raw -14349469.407788 + Penalty 5703.865470 = -14343765.542318
  nChanged 515
		SP:Iteration 17Q (7443.540000 sec): 3 clusters
  Score: Raw -14349730.654157 + Penalty 5703.865470 = -14344026.788687
  nChanged 469
		SP:Iteration 18Q (7443.800000 sec): 3 clusters
  Score: Raw -14349963.392011 + Penalty 5703.865470 = -14344259.526541
  nChanged 396
		SP:Iteration 19Q (7444.060000 sec): 3 clusters
  Score: Raw -14350148.655669 + Penalty 5703.865470 = -14344444.790199
  nChanged 370
		SP:Iteration 20F (7444.410000 sec): 3 clusters
  Score: Raw -14350313.423423 + Penalty 5703.865470 = -14344609.557952
  nChanged 321
		SP:Iteration 21Q (7444.670000 sec): 3 clusters
  Score: Raw -14350436.651103 + Penalty 5703.865470 = -14344732.785632
  nChanged 283
		SP:Iteration 22Q (7444.920000 sec): 3 clusters
  Score: Raw -14350552.139335 + Penalty 5703.865470 = -14344848.273865
  nChanged 285
		SP:Iteration 23Q (7445.180000 sec): 3 clusters
  Score: Raw -14350662.420871 + Penalty 5703.865470 = -14344958.555400
  nChanged 230
		SP:Iteration 24Q (7445.440000 sec): 3 clusters
  Score: Raw -14350736.027019 + Penalty 5703.865470 = -14345032.161549
  nChanged 181
		SP:Iteration 25Q (7445.700000 sec): 3 clusters
  Score: Raw -14350790.831648 + Penalty 5703.865470 = -14345086.966177
  nChanged 131
		SP:Iteration 26Q (7445.950000 sec): 3 clusters
  Score: Raw -14350831.946696 + Penalty 5703.865470 = -14345128.081226
  nChanged 130
		SP:Iteration 27Q (7446.200000 sec): 3 clusters
  Score: Raw -14350871.200318 + Penalty 5703.865470 = -14345167.334848
  nChanged 115
		SP:Iteration 28Q (7446.450000 sec): 3 clusters
  Score: Raw -14350902.719491 + Penalty 5703.865470 = -14345198.854021
  nChanged 99
		SP:Iteration 29Q (7446.700000 sec): 3 clusters
  Score: Raw -14350930.159277 + Penalty 5703.865470 = -14345226.293807
  nChanged 81
		SP:Iteration 30Q (7446.950000 sec): 3 clusters
  Score: Raw -14350949.621240 + Penalty 5703.865470 = -14345245.755770
  nChanged 74
		SP:Iteration 31Q (7447.200000 sec): 3 clusters
  Score: Raw -14350970.228406 + Penalty 5703.865470 = -14345266.362936
  nChanged 69
		SP:Iteration 32Q (7447.450000 sec): 3 clusters
  Score: Raw -14350990.423488 + Penalty 5703.865470 = -14345286.558018
  nChanged 68
		SP:Iteration 33Q (7447.700000 sec): 3 clusters
  Score: Raw -14351008.450170 + Penalty 5703.865470 = -14345304.584700
  nChanged 69
		SP:Iteration 34Q (7447.950000 sec): 3 clusters
  Score: Raw -14351026.399626 + Penalty 5703.865470 = -14345322.534156
  nChanged 68
		SP:Iteration 35Q (7448.200000 sec): 3 clusters
  Score: Raw -14351042.413957 + Penalty 5703.865470 = -14345338.548487
  nChanged 58
		SP:Iteration 36Q (7448.440000 sec): 3 clusters
  Score: Raw -14351059.080848 + Penalty 5703.865470 = -14345355.215378
  nChanged 54
		SP:Iteration 37Q (7448.690000 sec): 3 clusters
  Score: Raw -14351073.072117 + Penalty 5703.865470 = -14345369.206647
  nChanged 45
		SP:Iteration 38Q (7448.940000 sec): 3 clusters
  Score: Raw -14351084.627220 + Penalty 5703.865470 = -14345380.761750
  nChanged 38
		SP:Iteration 39Q (7449.190000 sec): 3 clusters
  Score: Raw -14351094.525028 + Penalty 5703.865470 = -14345390.659558
  nChanged 46
		SP:Iteration 40F (7449.530000 sec): 3 clusters
  Score: Raw -14351104.740716 + Penalty 5703.865470 = -14345400.875246
  nChanged 32
		SP:Iteration 41Q (7449.780000 sec): 3 clusters
  Score: Raw -14351114.063294 + Penalty 5703.865470 = -14345410.197824
  nChanged 26
		SP:Iteration 42Q (7450.020000 sec): 3 clusters
  Score: Raw -14351120.933941 + Penalty 5703.865470 = -14345417.068471
  nChanged 28
		SP:Iteration 43Q (7450.270000 sec): 3 clusters
  Score: Raw -14351127.158196 + Penalty 5703.865470 = -14345423.292726
  nChanged 24
		SP:Iteration 44Q (7450.520000 sec): 3 clusters
  Score: Raw -14351131.879830 + Penalty 5703.865470 = -14345428.014360
  nChanged 26
		SP:Iteration 45Q (7450.760000 sec): 3 clusters
  Score: Raw -14351137.019322 + Penalty 5703.865470 = -14345433.153852
  nChanged 18
		SP:Iteration 46Q (7451.010000 sec): 3 clusters
  Score: Raw -14351140.897517 + Penalty 5703.865470 = -14345437.032046
  nChanged 15
		SP:Iteration 47Q (7451.260000 sec): 3 clusters
  Score: Raw -14351143.805500 + Penalty 5703.865470 = -14345439.940030
  nChanged 13
		SP:Iteration 48Q (7451.510000 sec): 3 clusters
  Score: Raw -14351146.192025 + Penalty 5703.865470 = -14345442.326555
  nChanged 10
		SP:Iteration 49Q (7451.760000 sec): 3 clusters
  Score: Raw -14351148.102863 + Penalty 5703.865470 = -14345444.237393
  nChanged 6
		SP:Iteration 50Q (7452.000000 sec): 3 clusters
  Score: Raw -14351149.563274 + Penalty 5703.865470 = -14345445.697804
  nChanged 7
		SP:Iteration 51Q (7452.250000 sec): 3 clusters
  Score: Raw -14351150.937677 + Penalty 5703.865470 = -14345447.072207
  nChanged 13
		SP:Iteration 52Q (7452.500000 sec): 3 clusters
  Score: Raw -14351153.103870 + Penalty 5703.865470 = -14345449.238400
  nChanged 6
		SP:Iteration 53Q (7452.740000 sec): 3 clusters
  Score: Raw -14351154.328390 + Penalty 5703.865470 = -14345450.462920
  nChanged 8
		SP:Iteration 54Q (7452.990000 sec): 3 clusters
  Score: Raw -14351156.067025 + Penalty 5703.865470 = -14345452.201555
  nChanged 8
		SP:Iteration 55Q (7453.240000 sec): 3 clusters
  Score: Raw -14351158.102570 + Penalty 5703.865470 = -14345454.237100
  nChanged 17
		SP:Iteration 56Q (7453.480000 sec): 3 clusters
  Score: Raw -14351161.942860 + Penalty 5703.865470 = -14345458.077390
  nChanged 9
		SP:Iteration 57Q (7453.730000 sec): 3 clusters
  Score: Raw -14351163.907296 + Penalty 5703.865470 = -14345460.041826
  nChanged 11
		SP:Iteration 58Q (7453.980000 sec): 3 clusters
  Score: Raw -14351166.350601 + Penalty 5703.865470 = -14345462.485131
  nChanged 13
		SP:Iteration 59Q (7454.220000 sec): 3 clusters
  Score: Raw -14351168.269017 + Penalty 5703.865470 = -14345464.403546
  nChanged 9
		SP:Iteration 60F (7454.560000 sec): 3 clusters
  Score: Raw -14351170.082020 + Penalty 5703.865470 = -14345466.216550
  nChanged 7
		SP:Iteration 61Q (7454.810000 sec): 3 clusters
  Score: Raw -14351171.941731 + Penalty 5703.865470 = -14345468.076261
  nChanged 8
		SP:Iteration 62Q (7455.050000 sec): 3 clusters
  Score: Raw -14351173.670474 + Penalty 5703.865470 = -14345469.805004
  nChanged 5
		SP:Iteration 63Q (7455.300000 sec): 3 clusters
  Score: Raw -14351174.758557 + Penalty 5703.865470 = -14345470.893087
  nChanged 5
		SP:Iteration 64Q (7455.540000 sec): 3 clusters
  Score: Raw -14351175.715598 + Penalty 5703.865470 = -14345471.850128
  nChanged 8
		SP:Iteration 65Q (7455.790000 sec): 3 clusters
  Score: Raw -14351177.336734 + Penalty 5703.865470 = -14345473.471264
  nChanged 8
		SP:Iteration 66Q (7456.040000 sec): 3 clusters
  Score: Raw -14351178.706853 + Penalty 5703.865470 = -14345474.841383
  nChanged 6
		SP:Iteration 67Q (7456.280000 sec): 3 clusters
  Score: Raw -14351179.826686 + Penalty 5703.865470 = -14345475.961216
  nChanged 1
		SP:Iteration 68Q (7456.530000 sec): 3 clusters
  Score: Raw -14351180.072823 + Penalty 5703.865470 = -14345476.207353
  nChanged 3
		SP:Iteration 69Q (7456.780000 sec): 3 clusters
  Score: Raw -14351180.598409 + Penalty 5703.865470 = -14345476.732939
  nChanged 1
		SP:Iteration 70Q (7457.020000 sec): 3 clusters
  Score: Raw -14351181.164036 + Penalty 5703.865470 = -14345477.298565
  nChanged 4
		SP:Iteration 71Q (7457.270000 sec): 3 clusters
  Score: Raw -14351181.855285 + Penalty 5703.865470 = -14345477.989815
  nChanged 5
		SP:Iteration 72Q (7457.510000 sec): 3 clusters
  Score: Raw -14351182.586364 + Penalty 5703.865470 = -14345478.720894
  nChanged 2
		SP:Iteration 73Q (7457.760000 sec): 3 clusters
  Score: Raw -14351183.006832 + Penalty 5703.865470 = -14345479.141361
  nChanged 2
		SP:Iteration 74Q (7458.010000 sec): 3 clusters
  Score: Raw -14351183.412617 + Penalty 5703.865470 = -14345479.547147
  nChanged 3
		SP:Iteration 75Q (7458.250000 sec): 3 clusters
  Score: Raw -14351184.078541 + Penalty 5703.865470 = -14345480.213071
  nChanged 6
		SP:Iteration 76Q (7458.500000 sec): 3 clusters
  Score: Raw -14351185.813472 + Penalty 5703.865470 = -14345481.948002
  nChanged 7
		SP:Iteration 77Q (7458.750000 sec): 3 clusters
  Score: Raw -14351187.128877 + Penalty 5703.865470 = -14345483.263407
  nChanged 6
		SP:Iteration 78Q (7459.000000 sec): 3 clusters
  Score: Raw -14351188.094653 + Penalty 5703.865470 = -14345484.229183
  nChanged 3
		SP:Iteration 79Q (7459.240000 sec): 3 clusters
  Score: Raw -14351188.946561 + Penalty 5703.865470 = -14345485.081091
  nChanged 3
		SP:Iteration 80F (7459.580000 sec): 3 clusters
  Score: Raw -14351189.548635 + Penalty 5703.865470 = -14345485.683165
  nChanged 4
		SP:Iteration 81Q (7459.830000 sec): 3 clusters
  Score: Raw -14351190.879184 + Penalty 5703.865470 = -14345487.013714
  nChanged 7
		SP:Iteration 82Q (7460.070000 sec): 3 clusters
  Score: Raw -14351192.702030 + Penalty 5703.865470 = -14345488.836560
  nChanged 5
		SP:Iteration 83Q (7460.320000 sec): 3 clusters
  Score: Raw -14351193.545474 + Penalty 5703.865470 = -14345489.680003
  nChanged 4
		SP:Iteration 84Q (7460.560000 sec): 3 clusters
  Score: Raw -14351194.217189 + Penalty 5703.865470 = -14345490.351719
  nChanged 4
		SP:Iteration 85Q (7460.810000 sec): 3 clusters
  Score: Raw -14351194.842766 + Penalty 5703.865470 = -14345490.977295
  nChanged 3
		SP:Iteration 86Q (7461.060000 sec): 3 clusters
  Score: Raw -14351195.191387 + Penalty 5703.865470 = -14345491.325916
  nChanged 4
		SP:Iteration 87Q (7461.300000 sec): 3 clusters
  Score: Raw -14351195.788654 + Penalty 5703.865470 = -14345491.923184
  nChanged 2
		SP:Iteration 88Q (7461.540000 sec): 3 clusters
  Score: Raw -14351195.979438 + Penalty 5703.865470 = -14345492.113968
  nChanged 1
		SP:Iteration 89Q (7461.790000 sec): 3 clusters
  Score: Raw -14351196.122130 + Penalty 5703.865470 = -14345492.256660
  nChanged 1
		SP:Iteration 90Q (7462.040000 sec): 3 clusters
  Score: Raw -14351196.215777 + Penalty 5703.865470 = -14345492.350307
  nChanged 1
		SP:Iteration 91Q (7462.280000 sec): 3 clusters
  Score: Raw -14351196.303275 + Penalty 5703.865470 = -14345492.437805
  nChanged 1
		SP:Iteration 92Q (7462.520000 sec): 3 clusters
  Score: Raw -14351196.514000 + Penalty 5703.865470 = -14345492.648530
  nChanged 1
		SP:Iteration 93Q (7462.770000 sec): 3 clusters
  Score: Raw -14351196.654667 + Penalty 5703.865470 = -14345492.789196
  nChanged 1
		SP:Iteration 94Q (7463.020000 sec): 3 clusters
  Score: Raw -14351196.800293 + Penalty 5703.865470 = -14345492.934823
  nChanged 1
		SP:Iteration 95Q (7463.270000 sec): 3 clusters
  Score: Raw -14351196.999516 + Penalty 5703.865470 = -14345493.134045
  nChanged 1
		SP:Iteration 96Q (7463.510000 sec): 3 clusters
  Score: Raw -14351197.160940 + Penalty 5703.865470 = -14345493.295469
  nChanged 2
		SP:Iteration 97Q (7463.750000 sec): 3 clusters
  Score: Raw -14351197.442694 + Penalty 5703.865470 = -14345493.577224
  nChanged 0
		SP:Iteration 98F (7464.090000 sec): 3 clusters
  Score: Raw -14351197.442694 + Penalty 5703.865470 = -14345493.577224
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7464.220000 sec): 2 clusters
  Score: Raw -5609970.362832 + Penalty 2603.148306 = -5607367.214527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7464.350000 sec): 3 clusters
  Score: Raw -5587778.951307 + Penalty 5206.296611 = -5582572.654696
  nChanged 16500
		SP:Iteration 1F (7464.470000 sec): 3 clusters
  Score: Raw -5596740.970702 + Penalty 5206.296611 = -5591534.674091
  nChanged 1591
		SP:Iteration 2Q (7464.600000 sec): 3 clusters
  Score: Raw -5597193.546452 + Penalty 5206.296611 = -5591987.249841
  nChanged 1394
		SP:Iteration 3Q (7464.730000 sec): 3 clusters
  Score: Raw -5597560.329698 + Penalty 5206.296611 = -5592354.033087
  nChanged 1252
		SP:Iteration 4Q (7464.860000 sec): 3 clusters
  Score: Raw -5597871.668835 + Penalty 5206.296611 = -5592665.372224
  nChanged 1148
		SP:Iteration 5Q (7464.990000 sec): 3 clusters
  Score: Raw -5598153.037803 + Penalty 5206.296611 = -5592946.741192
  nChanged 987
		SP:Iteration 6Q (7465.120000 sec): 3 clusters
  Score: Raw -5598379.627086 + Penalty 5206.296611 = -5593173.330475
  nChanged 965
		SP:Iteration 7Q (7465.250000 sec): 3 clusters
  Score: Raw -5598601.167417 + Penalty 5206.296611 = -5593394.870806
  nChanged 914
		SP:Iteration 8Q (7465.380000 sec): 3 clusters
  Score: Raw -5598818.073807 + Penalty 5206.296611 = -5593611.777196
  nChanged 935
		SP:Iteration 9Q (7465.500000 sec): 3 clusters
  Score: Raw -5599064.344956 + Penalty 5206.296611 = -5593858.048345
  nChanged 1048
		SP:Iteration 10Q (7465.630000 sec): 3 clusters
  Score: Raw -5599376.297456 + Penalty 5206.296611 = -5594170.000845
  nChanged 1168
		SP:Iteration 11Q (7465.760000 sec): 3 clusters
  Score: Raw -5599803.420441 + Penalty 5206.296611 = -5594597.123830
  nChanged 1401
		SP:Iteration 12Q (7465.890000 sec): 3 clusters
  Score: Raw -5600439.359698 + Penalty 5206.296611 = -5595233.063086
  nChanged 1731
		SP:Iteration 13Q (7466.020000 sec): 3 clusters
  Score: Raw -5601403.013934 + Penalty 5206.296611 = -5596196.717323
  nChanged 2020
		SP:Iteration 14F (7466.140000 sec): 3 clusters
  Score: Raw -5602738.538650 + Penalty 5206.296611 = -5597532.242039
  nChanged 2153
		SP:Iteration 15F (7466.270000 sec): 3 clusters
  Score: Raw -5604357.405775 + Penalty 5206.296611 = -5599151.109164
  nChanged 2061
		SP:Iteration 16F (7466.400000 sec): 3 clusters
  Score: Raw -5606057.998706 + Penalty 5206.296611 = -5600851.702095
  nChanged 1760
		SP:Iteration 17Q (7466.520000 sec): 3 clusters
  Score: Raw -5607558.311479 + Penalty 5206.296611 = -5602352.014868
  nChanged 1232
		SP:Iteration 18Q (7466.630000 sec): 3 clusters
  Score: Raw -5608628.914252 + Penalty 5206.296611 = -5603422.617640
  nChanged 842
		SP:Iteration 19Q (7466.740000 sec): 3 clusters
  Score: Raw -5609325.806551 + Penalty 5206.296611 = -5604119.509940
  nChanged 507
		SP:Iteration 20F (7466.860000 sec): 3 clusters
  Score: Raw -5609731.179876 + Penalty 5206.296611 = -5604524.883265
  nChanged 275
		SP:Iteration 21Q (7466.960000 sec): 3 clusters
  Score: Raw -5609969.779385 + Penalty 5206.296611 = -5604763.482774
  nChanged 150
		SP:Iteration 22Q (7467.050000 sec): 3 clusters
  Score: Raw -5610096.767354 + Penalty 5206.296611 = -5604890.470743
  nChanged 84
		SP:Iteration 23Q (7467.140000 sec): 3 clusters
  Score: Raw -5610183.137110 + Penalty 5206.296611 = -5604976.840499
  nChanged 60
		SP:Iteration 24Q (7467.230000 sec): 3 clusters
  Score: Raw -5610241.016836 + Penalty 5206.296611 = -5605034.720225
  nChanged 32
		SP:Iteration 25Q (7467.320000 sec): 3 clusters
  Score: Raw -5610270.003295 + Penalty 5206.296611 = -5605063.706684
  nChanged 19
		SP:Iteration 26Q (7467.410000 sec): 3 clusters
  Score: Raw -5610286.043055 + Penalty 5206.296611 = -5605079.746444
  nChanged 8
		SP:Iteration 27Q (7467.500000 sec): 3 clusters
  Score: Raw -5610294.731299 + Penalty 5206.296611 = -5605088.434688
  nChanged 11
		SP:Iteration 28Q (7467.580000 sec): 3 clusters
  Score: Raw -5610304.398509 + Penalty 5206.296611 = -5605098.101898
  nChanged 7
		SP:Iteration 29Q (7467.670000 sec): 3 clusters
  Score: Raw -5610311.296305 + Penalty 5206.296611 = -5605104.999694
  nChanged 6
		SP:Iteration 30Q (7467.760000 sec): 3 clusters
  Score: Raw -5610316.364210 + Penalty 5206.296611 = -5605110.067599
  nChanged 4
		SP:Iteration 31Q (7467.850000 sec): 3 clusters
  Score: Raw -5610318.989535 + Penalty 5206.296611 = -5605112.692924
  nChanged 1
		SP:Iteration 32Q (7467.940000 sec): 3 clusters
  Score: Raw -5610319.609510 + Penalty 5206.296611 = -5605113.312899
  nChanged 0
		SP:Iteration 33F (7468.070000 sec): 3 clusters
  Score: Raw -5610319.609510 + Penalty 5206.296611 = -5605113.312899
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7468.370000 sec): 2 clusters
  Score: Raw -14574617.490066 + Penalty 2851.864876 = -14571765.625190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7468.720000 sec): 3 clusters
  Score: Raw -14511408.834486 + Penalty 5703.729753 = -14505705.104733
  nChanged 46581
		SP:Iteration 1F (7469.070000 sec): 3 clusters
  Score: Raw -14537883.619798 + Penalty 5703.729753 = -14532179.890046
  nChanged 2818
		SP:Iteration 2Q (7469.410000 sec): 3 clusters
  Score: Raw -14538443.391718 + Penalty 5703.729753 = -14532739.661966
  nChanged 2753
		SP:Iteration 3Q (7469.770000 sec): 3 clusters
  Score: Raw -14539030.959644 + Penalty 5703.729753 = -14533327.229892
  nChanged 2790
		SP:Iteration 4Q (7470.120000 sec): 3 clusters
  Score: Raw -14539735.619759 + Penalty 5703.729753 = -14534031.890006
  nChanged 3073
		SP:Iteration 5Q (7470.470000 sec): 3 clusters
  Score: Raw -14540666.715496 + Penalty 5703.729753 = -14534962.985744
  nChanged 3458
		SP:Iteration 6Q (7470.830000 sec): 3 clusters
  Score: Raw -14541945.055915 + Penalty 5703.729753 = -14536241.326163
  nChanged 3996
		SP:Iteration 7Q (7471.180000 sec): 3 clusters
  Score: Raw -14543702.923597 + Penalty 5703.729753 = -14537999.193844
  nChanged 4526
		SP:Iteration 8Q (7471.530000 sec): 3 clusters
  Score: Raw -14545943.109725 + Penalty 5703.729753 = -14540239.379972
  nChanged 4826
		SP:Iteration 9Q (7471.880000 sec): 3 clusters
  Score: Raw -14548458.376088 + Penalty 5703.729753 = -14542754.646335
  nChanged 4983
		SP:Iteration 10F (7472.230000 sec): 3 clusters
  Score: Raw -14551168.851940 + Penalty 5703.729753 = -14545465.122187
  nChanged 4934
		SP:Iteration 11F (7472.570000 sec): 3 clusters
  Score: Raw -14553897.930299 + Penalty 5703.729753 = -14548194.200546
  nChanged 4830
		SP:Iteration 12Q (7472.910000 sec): 3 clusters
  Score: Raw -14556622.474908 + Penalty 5703.729753 = -14550918.745156
  nChanged 4753
		SP:Iteration 13Q (7473.260000 sec): 3 clusters
  Score: Raw -14559337.301875 + Penalty 5703.729753 = -14553633.572122
  nChanged 4692
		SP:Iteration 14Q (7473.590000 sec): 3 clusters
  Score: Raw -14562073.050869 + Penalty 5703.729753 = -14556369.321117
  nChanged 4637
		SP:Iteration 15Q (7473.920000 sec): 3 clusters
  Score: Raw -14564870.410193 + Penalty 5703.729753 = -14559166.680440
  nChanged 4269
		SP:Iteration 16Q (7474.240000 sec): 3 clusters
  Score: Raw -14567445.739690 + Penalty 5703.729753 = -14561742.009938
  nChanged 3681
		SP:Iteration 17Q (7474.550000 sec): 3 clusters
  Score: Raw -14569644.444080 + Penalty 5703.729753 = -14563940.714327
  nChanged 2942
		SP:Iteration 18Q (7474.850000 sec): 3 clusters
  Score: Raw -14571412.361520 + Penalty 5703.729753 = -14565708.631768
  nChanged 2222
		SP:Iteration 19Q (7475.130000 sec): 3 clusters
  Score: Raw -14572724.587020 + Penalty 5703.729753 = -14567020.857268
  nChanged 1552
		SP:Iteration 20F (7475.470000 sec): 3 clusters
  Score: Raw -14573601.373826 + Penalty 5703.729753 = -14567897.644073
  nChanged 1035
		SP:Iteration 21Q (7475.740000 sec): 3 clusters
  Score: Raw -14574151.636814 + Penalty 5703.729753 = -14568447.907061
  nChanged 673
		SP:Iteration 22Q (7476.010000 sec): 3 clusters
  Score: Raw -14574489.795831 + Penalty 5703.729753 = -14568786.066078
  nChanged 448
		SP:Iteration 23Q (7476.270000 sec): 3 clusters
  Score: Raw -14574700.835849 + Penalty 5703.729753 = -14568997.106097
  nChanged 322
		SP:Iteration 24Q (7476.520000 sec): 3 clusters
  Score: Raw -14574842.938638 + Penalty 5703.729753 = -14569139.208885
  nChanged 238
		SP:Iteration 25Q (7476.770000 sec): 3 clusters
  Score: Raw -14574942.652034 + Penalty 5703.729753 = -14569238.922282
  nChanged 166
		SP:Iteration 26Q (7477.020000 sec): 3 clusters
  Score: Raw -14575009.174932 + Penalty 5703.729753 = -14569305.445179
  nChanged 130
		SP:Iteration 27Q (7477.270000 sec): 3 clusters
  Score: Raw -14575065.322514 + Penalty 5703.729753 = -14569361.592761
  nChanged 107
		SP:Iteration 28Q (7477.520000 sec): 3 clusters
  Score: Raw -14575106.518683 + Penalty 5703.729753 = -14569402.788931
  nChanged 74
		SP:Iteration 29Q (7477.770000 sec): 3 clusters
  Score: Raw -14575131.492338 + Penalty 5703.729753 = -14569427.762586
  nChanged 52
		SP:Iteration 30Q (7478.010000 sec): 3 clusters
  Score: Raw -14575149.708173 + Penalty 5703.729753 = -14569445.978421
  nChanged 41
		SP:Iteration 31Q (7478.260000 sec): 3 clusters
  Score: Raw -14575163.236760 + Penalty 5703.729753 = -14569459.507007
  nChanged 32
		SP:Iteration 32Q (7478.510000 sec): 3 clusters
  Score: Raw -14575175.113292 + Penalty 5703.729753 = -14569471.383540
  nChanged 23
		SP:Iteration 33Q (7478.750000 sec): 3 clusters
  Score: Raw -14575181.910407 + Penalty 5703.729753 = -14569478.180654
  nChanged 22
		SP:Iteration 34Q (7479.000000 sec): 3 clusters
  Score: Raw -14575189.121219 + Penalty 5703.729753 = -14569485.391466
  nChanged 21
		SP:Iteration 35Q (7479.250000 sec): 3 clusters
  Score: Raw -14575196.013172 + Penalty 5703.729753 = -14569492.283419
  nChanged 24
		SP:Iteration 36Q (7479.490000 sec): 3 clusters
  Score: Raw -14575203.770989 + Penalty 5703.729753 = -14569500.041237
  nChanged 25
		SP:Iteration 37Q (7479.740000 sec): 3 clusters
  Score: Raw -14575213.393415 + Penalty 5703.729753 = -14569509.663662
  nChanged 21
		SP:Iteration 38Q (7479.980000 sec): 3 clusters
  Score: Raw -14575221.899250 + Penalty 5703.729753 = -14569518.169498
  nChanged 13
		SP:Iteration 39Q (7480.230000 sec): 3 clusters
  Score: Raw -14575226.540864 + Penalty 5703.729753 = -14569522.811111
  nChanged 14
		SP:Iteration 40F (7480.570000 sec): 3 clusters
  Score: Raw -14575230.680927 + Penalty 5703.729753 = -14569526.951174
  nChanged 5
		SP:Iteration 41Q (7480.820000 sec): 3 clusters
  Score: Raw -14575232.861617 + Penalty 5703.729753 = -14569529.131865
  nChanged 10
		SP:Iteration 42Q (7481.070000 sec): 3 clusters
  Score: Raw -14575236.304059 + Penalty 5703.729753 = -14569532.574306
  nChanged 12
		SP:Iteration 43Q (7481.310000 sec): 3 clusters
  Score: Raw -14575239.969292 + Penalty 5703.729753 = -14569536.239540
  nChanged 11
		SP:Iteration 44Q (7481.560000 sec): 3 clusters
  Score: Raw -14575245.301971 + Penalty 5703.729753 = -14569541.572219
  nChanged 12
		SP:Iteration 45Q (7481.800000 sec): 3 clusters
  Score: Raw -14575249.694869 + Penalty 5703.729753 = -14569545.965117
  nChanged 12
		SP:Iteration 46Q (7482.050000 sec): 3 clusters
  Score: Raw -14575253.595583 + Penalty 5703.729753 = -14569549.865830
  nChanged 9
		SP:Iteration 47Q (7482.290000 sec): 3 clusters
  Score: Raw -14575256.931822 + Penalty 5703.729753 = -14569553.202069
  nChanged 10
		SP:Iteration 48Q (7482.530000 sec): 3 clusters
  Score: Raw -14575261.230814 + Penalty 5703.729753 = -14569557.501062
  nChanged 13
		SP:Iteration 49Q (7482.780000 sec): 3 clusters
  Score: Raw -14575266.418633 + Penalty 5703.729753 = -14569562.688881
  nChanged 12
		SP:Iteration 50Q (7483.020000 sec): 3 clusters
  Score: Raw -14575270.230663 + Penalty 5703.729753 = -14569566.500910
  nChanged 10
		SP:Iteration 51Q (7483.270000 sec): 3 clusters
  Score: Raw -14575273.511038 + Penalty 5703.729753 = -14569569.781286
  nChanged 6
		SP:Iteration 52Q (7483.510000 sec): 3 clusters
  Score: Raw -14575275.353594 + Penalty 5703.729753 = -14569571.623842
  nChanged 7
		SP:Iteration 53Q (7483.750000 sec): 3 clusters
  Score: Raw -14575277.034151 + Penalty 5703.729753 = -14569573.304399
  nChanged 3
		SP:Iteration 54Q (7483.990000 sec): 3 clusters
  Score: Raw -14575277.496518 + Penalty 5703.729753 = -14569573.766766
  nChanged 1
		SP:Iteration 55Q (7484.230000 sec): 3 clusters
  Score: Raw -14575277.689605 + Penalty 5703.729753 = -14569573.959853
  nChanged 2
		SP:Iteration 56Q (7484.480000 sec): 3 clusters
  Score: Raw -14575278.142754 + Penalty 5703.729753 = -14569574.413001
  nChanged 0
		SP:Iteration 57F (7484.820000 sec): 3 clusters
  Score: Raw -14575278.142754 + Penalty 5703.729753 = -14569574.413001
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7484.850000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7484.850000 sec): 3 clusters
  Score: Raw -22183.135075 + Penalty 2547.356025 = -19635.779050
  nChanged 4
		SP:Iteration 1Q (7484.860000 sec): 3 clusters
  Score: Raw -22197.507487 + Penalty 2547.356025 = -19650.151462
  nChanged 1
		SP:Iteration 2Q (7484.860000 sec): 3 clusters
  Score: Raw -22200.672045 + Penalty 2547.356025 = -19653.316020
  nChanged 0
		SP:Iteration 3F (7484.860000 sec): 3 clusters
  Score: Raw -22200.672045 + Penalty 2547.356025 = -19653.316020
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51080 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7485.020000 sec): 2 clusters
  Score: Raw -7501320.762395 + Penalty 2688.604781 = -7498632.157614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7485.200000 sec): 3 clusters
  Score: Raw -7469640.610523 + Penalty 5377.209562 = -7464263.400962
  nChanged 23522
		SP:Iteration 1F (7485.370000 sec): 3 clusters
  Score: Raw -7482522.998371 + Penalty 5377.209562 = -7477145.788810
  nChanged 2081
		SP:Iteration 2Q (7485.560000 sec): 3 clusters
  Score: Raw -7483102.366350 + Penalty 5377.209562 = -7477725.156788
  nChanged 2002
		SP:Iteration 3Q (7485.740000 sec): 3 clusters
  Score: Raw -7483692.685192 + Penalty 5377.209562 = -7478315.475630
  nChanged 1961
		SP:Iteration 4Q (7485.920000 sec): 3 clusters
  Score: Raw -7484385.727646 + Penalty 5377.209562 = -7479008.518084
  nChanged 2247
		SP:Iteration 5Q (7486.110000 sec): 3 clusters
  Score: Raw -7485329.483265 + Penalty 5377.209562 = -7479952.273703
  nChanged 2508
		SP:Iteration 6Q (7486.290000 sec): 3 clusters
  Score: Raw -7486585.035219 + Penalty 5377.209562 = -7481207.825657
  nChanged 3060
		SP:Iteration 7F (7486.470000 sec): 3 clusters
  Score: Raw -7488518.744089 + Penalty 5377.209562 = -7483141.534527
  nChanged 3553
		SP:Iteration 8F (7486.640000 sec): 3 clusters
  Score: Raw -7491190.281332 + Penalty 5377.209562 = -7485813.071770
  nChanged 3685
		SP:Iteration 9F (7486.820000 sec): 3 clusters
  Score: Raw -7494320.925799 + Penalty 5377.209562 = -7488943.716237
  nChanged 3203
		SP:Iteration 10F (7487.000000 sec): 3 clusters
  Score: Raw -7497266.511773 + Penalty 5377.209562 = -7491889.302212
  nChanged 2245
		SP:Iteration 11Q (7487.170000 sec): 3 clusters
  Score: Raw -7499378.530095 + Penalty 5377.209562 = -7494001.320533
  nChanged 1224
		SP:Iteration 12Q (7487.320000 sec): 3 clusters
  Score: Raw -7500553.336972 + Penalty 5377.209562 = -7495176.127410
  nChanged 568
		SP:Iteration 13Q (7487.460000 sec): 3 clusters
  Score: Raw -7501111.386800 + Penalty 5377.209562 = -7495734.177238
  nChanged 294
		SP:Iteration 14Q (7487.590000 sec): 3 clusters
  Score: Raw -7501388.557118 + Penalty 5377.209562 = -7496011.347556
  nChanged 168
		SP:Iteration 15Q (7487.730000 sec): 3 clusters
  Score: Raw -7501531.963866 + Penalty 5377.209562 = -7496154.754305
  nChanged 106
		SP:Iteration 16Q (7487.860000 sec): 3 clusters
  Score: Raw -7501607.866346 + Penalty 5377.209562 = -7496230.656784
  nChanged 59
		SP:Iteration 17Q (7487.980000 sec): 3 clusters
  Score: Raw -7501653.273768 + Penalty 5377.209562 = -7496276.064206
  nChanged 38
		SP:Iteration 18Q (7488.110000 sec): 3 clusters
  Score: Raw -7501674.518375 + Penalty 5377.209562 = -7496297.308813
  nChanged 25
		SP:Iteration 19Q (7488.230000 sec): 3 clusters
  Score: Raw -7501687.356088 + Penalty 5377.209562 = -7496310.146526
  nChanged 14
		SP:Iteration 20F (7488.410000 sec): 3 clusters
  Score: Raw -7501694.072371 + Penalty 5377.209562 = -7496316.862809
  nChanged 11
		SP:Iteration 21Q (7488.530000 sec): 3 clusters
  Score: Raw -7501699.433356 + Penalty 5377.209562 = -7496322.223794
  nChanged 10
		SP:Iteration 22Q (7488.650000 sec): 3 clusters
  Score: Raw -7501702.941952 + Penalty 5377.209562 = -7496325.732390
  nChanged 9
		SP:Iteration 23Q (7488.780000 sec): 3 clusters
  Score: Raw -7501707.689572 + Penalty 5377.209562 = -7496330.480010
  nChanged 7
		SP:Iteration 24Q (7488.900000 sec): 3 clusters
  Score: Raw -7501711.746261 + Penalty 5377.209562 = -7496334.536699
  nChanged 7
		SP:Iteration 25Q (7489.030000 sec): 3 clusters
  Score: Raw -7501715.516484 + Penalty 5377.209562 = -7496338.306922
  nChanged 7
		SP:Iteration 26Q (7489.150000 sec): 3 clusters
  Score: Raw -7501719.537173 + Penalty 5377.209562 = -7496342.327612
  nChanged 7
		SP:Iteration 27Q (7489.270000 sec): 3 clusters
  Score: Raw -7501723.513608 + Penalty 5377.209562 = -7496346.304046
  nChanged 8
		SP:Iteration 28Q (7489.400000 sec): 3 clusters
  Score: Raw -7501728.359850 + Penalty 5377.209562 = -7496351.150288
  nChanged 6
		SP:Iteration 29Q (7489.520000 sec): 3 clusters
  Score: Raw -7501732.462690 + Penalty 5377.209562 = -7496355.253128
  nChanged 5
		SP:Iteration 30Q (7489.640000 sec): 3 clusters
  Score: Raw -7501735.625367 + Penalty 5377.209562 = -7496358.415805
  nChanged 5
		SP:Iteration 31Q (7489.770000 sec): 3 clusters
  Score: Raw -7501738.205177 + Penalty 5377.209562 = -7496360.995615
  nChanged 4
		SP:Iteration 32Q (7489.890000 sec): 3 clusters
  Score: Raw -7501739.675480 + Penalty 5377.209562 = -7496362.465918
  nChanged 3
		SP:Iteration 33Q (7490.010000 sec): 3 clusters
  Score: Raw -7501741.773571 + Penalty 5377.209562 = -7496364.564009
  nChanged 3
		SP:Iteration 34Q (7490.140000 sec): 3 clusters
  Score: Raw -7501743.471396 + Penalty 5377.209562 = -7496366.261834
  nChanged 0
		SP:Iteration 35F (7490.310000 sec): 3 clusters
  Score: Raw -7501743.471396 + Penalty 5377.209562 = -7496366.261834
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7490.340000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7490.340000 sec): 3 clusters
  Score: Raw -76027.144068 + Penalty 3043.240186 = -72983.903882
  nChanged 106
		SP:Iteration 1F (7490.340000 sec): 3 clusters
  Score: Raw -76285.306979 + Penalty 3043.240186 = -73242.066793
  nChanged 41
		SP:Iteration 2F (7490.340000 sec): 3 clusters
  Score: Raw -76411.303630 + Penalty 3043.240186 = -73368.063444
  nChanged 32
		SP:Iteration 3F (7490.340000 sec): 3 clusters
  Score: Raw -76523.138475 + Penalty 3043.240186 = -73479.898289
  nChanged 22
		SP:Iteration 4Q (7490.350000 sec): 3 clusters
  Score: Raw -76609.671224 + Penalty 3043.240186 = -73566.431038
  nChanged 16
		SP:Iteration 5Q (7490.350000 sec): 3 clusters
  Score: Raw -76714.644423 + Penalty 3043.240186 = -73671.404237
  nChanged 21
		SP:Iteration 6Q (7490.350000 sec): 3 clusters
  Score: Raw -76784.828829 + Penalty 3043.240186 = -73741.588643
  nChanged 11
		SP:Iteration 7Q (7490.350000 sec): 3 clusters
  Score: Raw -76837.001502 + Penalty 3043.240186 = -73793.761316
  nChanged 8
		SP:Iteration 8Q (7490.350000 sec): 3 clusters
  Score: Raw -76885.279079 + Penalty 3043.240186 = -73842.038893
  nChanged 4
		SP:Iteration 9Q (7490.350000 sec): 3 clusters
  Score: Raw -76901.149602 + Penalty 3043.240186 = -73857.909416
  nChanged 1
		SP:Iteration 10Q (7490.350000 sec): 3 clusters
  Score: Raw -76913.076011 + Penalty 3043.240186 = -73869.835825
  nChanged 1
		SP:Iteration 11Q (7490.350000 sec): 3 clusters
  Score: Raw -76926.115734 + Penalty 3043.240186 = -73882.875548
  nChanged 1
		SP:Iteration 12Q (7490.350000 sec): 3 clusters
  Score: Raw -76934.056745 + Penalty 3043.240186 = -73890.816559
  nChanged 0
		SP:Iteration 13F (7490.360000 sec): 3 clusters
  Score: Raw -76934.056745 + Penalty 3043.240186 = -73890.816559
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7490.360000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7490.360000 sec): 3 clusters
  Score: Raw -68278.900586 + Penalty 3055.958832 = -65222.941754
  nChanged 76
		SP:Iteration 1F (7490.370000 sec): 3 clusters
  Score: Raw -68429.083357 + Penalty 3055.958832 = -65373.124526
  nChanged 18
		SP:Iteration 2Q (7490.370000 sec): 3 clusters
  Score: Raw -68478.231981 + Penalty 3055.958832 = -65422.273149
  nChanged 10
		SP:Iteration 3Q (7490.370000 sec): 3 clusters
  Score: Raw -68498.914966 + Penalty 3055.958832 = -65442.956135
  nChanged 12
		SP:Iteration 4Q (7490.370000 sec): 3 clusters
  Score: Raw -68533.959799 + Penalty 3055.958832 = -65478.000967
  nChanged 11
		SP:Iteration 5Q (7490.370000 sec): 3 clusters
  Score: Raw -68559.433195 + Penalty 3055.958832 = -65503.474364
  nChanged 5
		SP:Iteration 6Q (7490.370000 sec): 3 clusters
  Score: Raw -68567.994017 + Penalty 3055.958832 = -65512.035185
  nChanged 4
		SP:Iteration 7Q (7490.370000 sec): 3 clusters
  Score: Raw -68574.535361 + Penalty 3055.958832 = -65518.576530
  nChanged 2
		SP:Iteration 8Q (7490.370000 sec): 3 clusters
  Score: Raw -68580.367646 + Penalty 3055.958832 = -65524.408814
  nChanged 3
		SP:Iteration 9Q (7490.380000 sec): 3 clusters
  Score: Raw -68586.462242 + Penalty 3055.958832 = -65530.503410
  nChanged 3
		SP:Iteration 10Q (7490.380000 sec): 3 clusters
  Score: Raw -68599.069182 + Penalty 3055.958832 = -65543.110351
  nChanged 5
		SP:Iteration 11Q (7490.380000 sec): 3 clusters
  Score: Raw -68612.789098 + Penalty 3055.958832 = -65556.830266
  nChanged 4
		SP:Iteration 12Q (7490.380000 sec): 3 clusters
  Score: Raw -68620.608761 + Penalty 3055.958832 = -65564.649930
  nChanged 1
		SP:Iteration 13Q (7490.380000 sec): 3 clusters
  Score: Raw -68621.942033 + Penalty 3055.958832 = -65565.983201
  nChanged 0
		SP:Iteration 14F (7490.390000 sec): 3 clusters
  Score: Raw -68621.942033 + Penalty 3055.958832 = -65565.983201
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (268325 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7491.220000 sec): 2 clusters
  Score: Raw -39706691.156725 + Penalty 3099.988644 = -39703591.168080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7492.160000 sec): 3 clusters
  Score: Raw -39529815.965747 + Penalty 6199.977289 = -39523615.988458
  nChanged 129475
		SP:Iteration 1F (7493.100000 sec): 3 clusters
  Score: Raw -39606006.894881 + Penalty 6199.977289 = -39599806.917592
  nChanged 6765
		SP:Iteration 2Q (7494.050000 sec): 3 clusters
  Score: Raw -39607424.505726 + Penalty 6199.977289 = -39601224.528437
  nChanged 7979
		SP:Iteration 3Q (7495.020000 sec): 3 clusters
  Score: Raw -39609605.113202 + Penalty 6199.977289 = -39603405.135913
  nChanged 10298
		SP:Iteration 4Q (7495.980000 sec): 3 clusters
  Score: Raw -39613515.507974 + Penalty 6199.977289 = -39607315.530685
  nChanged 14451
		SP:Iteration 5F (7496.920000 sec): 3 clusters
  Score: Raw -39621059.839661 + Penalty 6199.977289 = -39614859.862372
  nChanged 19971
		SP:Iteration 6F (7497.860000 sec): 3 clusters
  Score: Raw -39634906.238073 + Penalty 6199.977289 = -39628706.260784
  nChanged 24511
		SP:Iteration 7F (7498.790000 sec): 3 clusters
  Score: Raw -39656294.233477 + Penalty 6199.977289 = -39650094.256188
  nChanged 24366
		SP:Iteration 8F (7499.720000 sec): 3 clusters
  Score: Raw -39680524.362777 + Penalty 6199.977289 = -39674324.385489
  nChanged 16671
		SP:Iteration 9F (7500.660000 sec): 3 clusters
  Score: Raw -39697462.250589 + Penalty 6199.977289 = -39691262.273301
  nChanged 7156
		SP:Iteration 10Q (7501.480000 sec): 3 clusters
  Score: Raw -39704442.731286 + Penalty 6199.977289 = -39698242.753997
  nChanged 1986
		SP:Iteration 11Q (7502.220000 sec): 3 clusters
  Score: Raw -39706307.893319 + Penalty 6199.977289 = -39700107.916030
  nChanged 391
		SP:Iteration 12Q (7502.890000 sec): 3 clusters
  Score: Raw -39706731.627242 + Penalty 6199.977289 = -39700531.649953
  nChanged 98
		SP:Iteration 13Q (7503.540000 sec): 3 clusters
  Score: Raw -39706881.984049 + Penalty 6199.977289 = -39700682.006761
  nChanged 37
		SP:Iteration 14Q (7504.180000 sec): 3 clusters
  Score: Raw -39706958.578205 + Penalty 6199.977289 = -39700758.600916
  nChanged 20
		SP:Iteration 15Q (7504.820000 sec): 3 clusters
  Score: Raw -39706999.063640 + Penalty 6199.977289 = -39700799.086351
  nChanged 12
		SP:Iteration 16Q (7505.460000 sec): 3 clusters
  Score: Raw -39707021.775609 + Penalty 6199.977289 = -39700821.798320
  nChanged 5
		SP:Iteration 17Q (7506.100000 sec): 3 clusters
  Score: Raw -39707029.747116 + Penalty 6199.977289 = -39700829.769828
  nChanged 3
		SP:Iteration 18Q (7506.740000 sec): 3 clusters
  Score: Raw -39707037.299693 + Penalty 6199.977289 = -39700837.322404
  nChanged 1
		SP:Iteration 19Q (7507.380000 sec): 3 clusters
  Score: Raw -39707039.030435 + Penalty 6199.977289 = -39700839.053146
  nChanged 0
		SP:Iteration 20F (7508.300000 sec): 3 clusters
  Score: Raw -39707039.030435 + Penalty 6199.977289 = -39700839.053146
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33593 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7508.480000 sec): 2 clusters
  Score: Raw -5134675.926099 + Penalty 2584.674102 = -5132091.251997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7508.600000 sec): 3 clusters
  Score: Raw -5114322.296626 + Penalty 5169.348203 = -5109152.948422
  nChanged 15135
		SP:Iteration 1F (7508.720000 sec): 3 clusters
  Score: Raw -5122651.679313 + Penalty 5169.348203 = -5117482.331110
  nChanged 1414
		SP:Iteration 2Q (7508.840000 sec): 3 clusters
  Score: Raw -5123039.443782 + Penalty 5169.348203 = -5117870.095578
  nChanged 1175
		SP:Iteration 3Q (7508.960000 sec): 3 clusters
  Score: Raw -5123332.876917 + Penalty 5169.348203 = -5118163.528714
  nChanged 1067
		SP:Iteration 4Q (7509.080000 sec): 3 clusters
  Score: Raw -5123593.055838 + Penalty 5169.348203 = -5118423.707635
  nChanged 971
		SP:Iteration 5Q (7509.200000 sec): 3 clusters
  Score: Raw -5123826.886791 + Penalty 5169.348203 = -5118657.538587
  nChanged 918
		SP:Iteration 6Q (7509.320000 sec): 3 clusters
  Score: Raw -5124071.196716 + Penalty 5169.348203 = -5118901.848513
  nChanged 946
		SP:Iteration 7Q (7509.440000 sec): 3 clusters
  Score: Raw -5124361.270231 + Penalty 5169.348203 = -5119191.922028
  nChanged 1072
		SP:Iteration 8Q (7509.560000 sec): 3 clusters
  Score: Raw -5124747.355104 + Penalty 5169.348203 = -5119578.006900
  nChanged 1290
		SP:Iteration 9Q (7509.680000 sec): 3 clusters
  Score: Raw -5125304.452808 + Penalty 5169.348203 = -5120135.104605
  nChanged 1567
		SP:Iteration 10Q (7509.800000 sec): 3 clusters
  Score: Raw -5126140.245510 + Penalty 5169.348203 = -5120970.897306
  nChanged 1959
		SP:Iteration 11F (7509.920000 sec): 3 clusters
  Score: Raw -5127419.830949 + Penalty 5169.348203 = -5122250.482745
  nChanged 2231
		SP:Iteration 12F (7510.030000 sec): 3 clusters
  Score: Raw -5129175.225434 + Penalty 5169.348203 = -5124005.877230
  nChanged 2229
		SP:Iteration 13F (7510.150000 sec): 3 clusters
  Score: Raw -5131146.983473 + Penalty 5169.348203 = -5125977.635270
  nChanged 1804
		SP:Iteration 14F (7510.260000 sec): 3 clusters
  Score: Raw -5132834.594154 + Penalty 5169.348203 = -5127665.245950
  nChanged 1173
		SP:Iteration 15Q (7510.370000 sec): 3 clusters
  Score: Raw -5133956.887753 + Penalty 5169.348203 = -5128787.539549
  nChanged 543
		SP:Iteration 16Q (7510.460000 sec): 3 clusters
  Score: Raw -5134481.850442 + Penalty 5169.348203 = -5129312.502239
  nChanged 232
		SP:Iteration 17Q (7510.560000 sec): 3 clusters
  Score: Raw -5134717.511055 + Penalty 5169.348203 = -5129548.162852
  nChanged 92
		SP:Iteration 18Q (7510.640000 sec): 3 clusters
  Score: Raw -5134826.817195 + Penalty 5169.348203 = -5129657.468991
  nChanged 49
		SP:Iteration 19Q (7510.720000 sec): 3 clusters
  Score: Raw -5134895.236932 + Penalty 5169.348203 = -5129725.888728
  nChanged 27
		SP:Iteration 20F (7510.840000 sec): 3 clusters
  Score: Raw -5134935.183085 + Penalty 5169.348203 = -5129765.834881
  nChanged 17
		SP:Iteration 21Q (7510.920000 sec): 3 clusters
  Score: Raw -5134961.010974 + Penalty 5169.348203 = -5129791.662771
  nChanged 10
		SP:Iteration 22Q (7511.010000 sec): 3 clusters
  Score: Raw -5134981.878092 + Penalty 5169.348203 = -5129812.529889
  nChanged 9
		SP:Iteration 23Q (7511.090000 sec): 3 clusters
  Score: Raw -5134995.389713 + Penalty 5169.348203 = -5129826.041509
  nChanged 4
		SP:Iteration 24Q (7511.170000 sec): 3 clusters
  Score: Raw -5135000.415091 + Penalty 5169.348203 = -5129831.066887
  nChanged 1
		SP:Iteration 25Q (7511.250000 sec): 3 clusters
  Score: Raw -5135001.222325 + Penalty 5169.348203 = -5129831.874121
  nChanged 2
		SP:Iteration 26Q (7511.330000 sec): 3 clusters
  Score: Raw -5135003.334476 + Penalty 5169.348203 = -5129833.986272
  nChanged 1
		SP:Iteration 27Q (7511.410000 sec): 3 clusters
  Score: Raw -5135003.943699 + Penalty 5169.348203 = -5129834.595495
  nChanged 1
		SP:Iteration 28Q (7511.500000 sec): 3 clusters
  Score: Raw -5135005.041789 + Penalty 5169.348203 = -5129835.693586
  nChanged 0
		SP:Iteration 29F (7511.610000 sec): 3 clusters
  Score: Raw -5135005.041789 + Penalty 5169.348203 = -5129835.693586
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.630000 sec): 2 clusters
  Score: Raw -140430.621500 + Penalty 1730.597008 = -138700.024491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.630000 sec): 3 clusters
  Score: Raw -140184.938766 + Penalty 3461.194016 = -136723.744750
  nChanged 272
		SP:Iteration 1F (7511.640000 sec): 3 clusters
  Score: Raw -140498.111655 + Penalty 3461.194016 = -137036.917638
  nChanged 75
		SP:Iteration 2F (7511.640000 sec): 3 clusters
  Score: Raw -140625.367243 + Penalty 3461.194016 = -137164.173227
  nChanged 53
		SP:Iteration 3Q (7511.640000 sec): 3 clusters
  Score: Raw -140713.284176 + Penalty 3461.194016 = -137252.090160
  nChanged 45
		SP:Iteration 4Q (7511.640000 sec): 3 clusters
  Score: Raw -140793.379188 + Penalty 3461.194016 = -137332.185172
  nChanged 37
		SP:Iteration 5Q (7511.650000 sec): 3 clusters
  Score: Raw -140844.855867 + Penalty 3461.194016 = -137383.661851
  nChanged 26
		SP:Iteration 6Q (7511.650000 sec): 3 clusters
  Score: Raw -140884.742459 + Penalty 3461.194016 = -137423.548443
  nChanged 26
		SP:Iteration 7Q (7511.660000 sec): 3 clusters
  Score: Raw -140924.457590 + Penalty 3461.194016 = -137463.263573
  nChanged 15
		SP:Iteration 8Q (7511.660000 sec): 3 clusters
  Score: Raw -140949.474504 + Penalty 3461.194016 = -137488.280488
  nChanged 11
		SP:Iteration 9Q (7511.660000 sec): 3 clusters
  Score: Raw -140966.027550 + Penalty 3461.194016 = -137504.833534
  nChanged 5
		SP:Iteration 10Q (7511.670000 sec): 3 clusters
  Score: Raw -140978.313763 + Penalty 3461.194016 = -137517.119747
  nChanged 11
		SP:Iteration 11Q (7511.670000 sec): 3 clusters
  Score: Raw -140996.127492 + Penalty 3461.194016 = -137534.933475
  nChanged 7
		SP:Iteration 12Q (7511.670000 sec): 3 clusters
  Score: Raw -141006.350854 + Penalty 3461.194016 = -137545.156837
  nChanged 6
		SP:Iteration 13Q (7511.680000 sec): 3 clusters
  Score: Raw -141012.721164 + Penalty 3461.194016 = -137551.527147
  nChanged 0
		SP:Iteration 14F (7511.680000 sec): 3 clusters
  Score: Raw -141012.721164 + Penalty 3461.194016 = -137551.527147
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.680000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.680000 sec): 3 clusters
  Score: Raw -31534.657676 + Penalty 2705.839273 = -28828.818403
  nChanged 24
		SP:Iteration 1F (7511.680000 sec): 3 clusters
  Score: Raw -31632.533304 + Penalty 2705.839273 = -28926.694031
  nChanged 5
		SP:Iteration 2Q (7511.690000 sec): 3 clusters
  Score: Raw -31654.471929 + Penalty 2705.839273 = -28948.632656
  nChanged 1
		SP:Iteration 3Q (7511.690000 sec): 3 clusters
  Score: Raw -31659.447716 + Penalty 2705.839273 = -28953.608443
  nChanged 1
		SP:Iteration 4Q (7511.690000 sec): 3 clusters
  Score: Raw -31662.708962 + Penalty 2705.839273 = -28956.869689
  nChanged 1
		SP:Iteration 5Q (7511.690000 sec): 3 clusters
  Score: Raw -31666.820891 + Penalty 2705.839273 = -28960.981618
  nChanged 0
		SP:Iteration 6F (7511.690000 sec): 3 clusters
  Score: Raw -31666.820891 + Penalty 2705.839273 = -28960.981618
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.690000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.700000 sec): 3 clusters
  Score: Raw -77754.207387 + Penalty 3172.049753 = -74582.157634
  nChanged 127
		SP:Iteration 1F (7511.700000 sec): 3 clusters
  Score: Raw -77996.156089 + Penalty 3172.049753 = -74824.106336
  nChanged 43
		SP:Iteration 2F (7511.700000 sec): 3 clusters
  Score: Raw -78106.479641 + Penalty 3172.049753 = -74934.429889
  nChanged 30
		SP:Iteration 3F (7511.700000 sec): 3 clusters
  Score: Raw -78178.417067 + Penalty 3172.049753 = -75006.367314
  nChanged 17
		SP:Iteration 4Q (7511.700000 sec): 3 clusters
  Score: Raw -78248.247997 + Penalty 3172.049753 = -75076.198244
  nChanged 19
		SP:Iteration 5Q (7511.700000 sec): 3 clusters
  Score: Raw -78321.221185 + Penalty 3172.049753 = -75149.171433
  nChanged 20
		SP:Iteration 6Q (7511.710000 sec): 3 clusters
  Score: Raw -78415.322776 + Penalty 3172.049753 = -75243.273023
  nChanged 21
		SP:Iteration 7Q (7511.710000 sec): 3 clusters
  Score: Raw -78467.060288 + Penalty 3172.049753 = -75295.010535
  nChanged 21
		SP:Iteration 8Q (7511.710000 sec): 3 clusters
  Score: Raw -78528.329524 + Penalty 3172.049753 = -75356.279771
  nChanged 18
		SP:Iteration 9Q (7511.710000 sec): 3 clusters
  Score: Raw -78598.759650 + Penalty 3172.049753 = -75426.709897
  nChanged 11
		SP:Iteration 10Q (7511.720000 sec): 3 clusters
  Score: Raw -78643.792494 + Penalty 3172.049753 = -75471.742742
  nChanged 11
		SP:Iteration 11Q (7511.720000 sec): 3 clusters
  Score: Raw -78692.679584 + Penalty 3172.049753 = -75520.629831
  nChanged 9
		SP:Iteration 12Q (7511.720000 sec): 3 clusters
  Score: Raw -78716.256371 + Penalty 3172.049753 = -75544.206619
  nChanged 6
		SP:Iteration 13Q (7511.720000 sec): 3 clusters
  Score: Raw -78740.876334 + Penalty 3172.049753 = -75568.826581
  nChanged 5
		SP:Iteration 14Q (7511.720000 sec): 3 clusters
  Score: Raw -78758.614704 + Penalty 3172.049753 = -75586.564951
  nChanged 7
		SP:Iteration 15Q (7511.720000 sec): 3 clusters
  Score: Raw -78775.502923 + Penalty 3172.049753 = -75603.453170
  nChanged 3
		SP:Iteration 16Q (7511.720000 sec): 3 clusters
  Score: Raw -78780.297890 + Penalty 3172.049753 = -75608.248138
  nChanged 0
		SP:Iteration 17F (7511.730000 sec): 3 clusters
  Score: Raw -78780.297890 + Penalty 3172.049753 = -75608.248138
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.730000 sec): 2 clusters
  Score: Raw -24891.149195 + Penalty 1367.330329 = -23523.818866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.730000 sec): 3 clusters
  Score: Raw -25372.593443 + Penalty 2734.660658 = -22637.932785
  nChanged 47
		SP:Iteration 1F (7511.730000 sec): 3 clusters
  Score: Raw -25855.372695 + Penalty 2734.660658 = -23120.712037
  nChanged 21
		SP:Iteration 2F (7511.730000 sec): 3 clusters
  Score: Raw -25979.825631 + Penalty 2734.660658 = -23245.164973
  nChanged 9
		SP:Iteration 3Q (7511.730000 sec): 3 clusters
  Score: Raw -26041.330609 + Penalty 2734.660658 = -23306.669951
  nChanged 3
		SP:Iteration 4Q (7511.740000 sec): 3 clusters
  Score: Raw -26080.695045 + Penalty 2734.660658 = -23346.034387
  nChanged 0
		SP:Iteration 5F (7511.740000 sec): 3 clusters
  Score: Raw -26080.695045 + Penalty 2734.660658 = -23346.034387
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.740000 sec): 2 clusters
  Score: Raw -33339.247056 + Penalty 1391.149005 = -31948.098051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.740000 sec): 3 clusters
  Score: Raw -33523.349021 + Penalty 2782.298010 = -30741.051011
  nChanged 34
		SP:Iteration 1F (7511.740000 sec): 3 clusters
  Score: Raw -33746.731507 + Penalty 2782.298010 = -30964.433496
  nChanged 19
		SP:Iteration 2F (7511.740000 sec): 3 clusters
  Score: Raw -33950.751198 + Penalty 2782.298010 = -31168.453188
  nChanged 17
		SP:Iteration 3F (7511.740000 sec): 3 clusters
  Score: Raw -34074.845432 + Penalty 2782.298010 = -31292.547421
  nChanged 11
		SP:Iteration 4Q (7511.740000 sec): 3 clusters
  Score: Raw -34139.543885 + Penalty 2782.298010 = -31357.245874
  nChanged 1
		SP:Iteration 5Q (7511.740000 sec): 3 clusters
  Score: Raw -34144.024419 + Penalty 2782.298010 = -31361.726408
  nChanged 0
		SP:Iteration 6F (7511.740000 sec): 3 clusters
  Score: Raw -34144.024419 + Penalty 2782.298010 = -31361.726408
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.750000 sec): 2 clusters
  Score: Raw -29517.385556 + Penalty 1335.354776 = -28182.030780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.750000 sec): 3 clusters
  Score: Raw -29701.001292 + Penalty 2670.709551 = -27030.291741
  nChanged 13
		SP:Iteration 1F (7511.750000 sec): 3 clusters
  Score: Raw -29744.347538 + Penalty 2670.709551 = -27073.637987
  nChanged 5
		SP:Iteration 2Q (7511.750000 sec): 3 clusters
  Score: Raw -29762.780693 + Penalty 2670.709551 = -27092.071142
  nChanged 1
		SP:Iteration 3Q (7511.750000 sec): 3 clusters
  Score: Raw -29767.724954 + Penalty 2670.709551 = -27097.015403
  nChanged 1
		SP:Iteration 4Q (7511.750000 sec): 3 clusters
  Score: Raw -29771.078360 + Penalty 2670.709551 = -27100.368809
  nChanged 1
		SP:Iteration 5Q (7511.750000 sec): 3 clusters
  Score: Raw -29773.700555 + Penalty 2670.709551 = -27102.991004
  nChanged 0
		SP:Iteration 6F (7511.760000 sec): 3 clusters
  Score: Raw -29773.700555 + Penalty 2670.709551 = -27102.991004
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.760000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.760000 sec): 3 clusters
  Score: Raw -55066.162076 + Penalty 2975.472535 = -52090.689541
  nChanged 60
		SP:Iteration 1F (7511.760000 sec): 3 clusters
  Score: Raw -55202.035112 + Penalty 2975.472535 = -52226.562577
  nChanged 18
		SP:Iteration 2Q (7511.760000 sec): 3 clusters
  Score: Raw -55261.042439 + Penalty 2975.472535 = -52285.569904
  nChanged 8
		SP:Iteration 3Q (7511.760000 sec): 3 clusters
  Score: Raw -55276.929113 + Penalty 2975.472535 = -52301.456578
  nChanged 5
		SP:Iteration 4Q (7511.760000 sec): 3 clusters
  Score: Raw -55290.647867 + Penalty 2975.472535 = -52315.175333
  nChanged 3
		SP:Iteration 5Q (7511.760000 sec): 3 clusters
  Score: Raw -55301.988567 + Penalty 2975.472535 = -52326.516032
  nChanged 1
		SP:Iteration 6Q (7511.770000 sec): 3 clusters
  Score: Raw -55303.137958 + Penalty 2975.472535 = -52327.665423
  nChanged 0
		SP:Iteration 7F (7511.770000 sec): 3 clusters
  Score: Raw -55303.137958 + Penalty 2975.472535 = -52327.665423
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.770000 sec): 2 clusters
  Score: Raw -17715.061371 + Penalty 1316.450389 = -16398.610982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.770000 sec): 3 clusters
  Score: Raw -18207.355556 + Penalty 2632.900778 = -15574.454778
  nChanged 45
		SP:Iteration 1F (7511.770000 sec): 3 clusters
  Score: Raw -18383.355175 + Penalty 2632.900778 = -15750.454397
  nChanged 18
		SP:Iteration 2F (7511.780000 sec): 3 clusters
  Score: Raw -18510.365944 + Penalty 2632.900778 = -15877.465166
  nChanged 11
		SP:Iteration 3F (7511.780000 sec): 3 clusters
  Score: Raw -18580.835896 + Penalty 2632.900778 = -15947.935118
  nChanged 8
		SP:Iteration 4Q (7511.780000 sec): 3 clusters
  Score: Raw -18630.298887 + Penalty 2632.900778 = -15997.398109
  nChanged 7
		SP:Iteration 5Q (7511.780000 sec): 3 clusters
  Score: Raw -18675.995321 + Penalty 2632.900778 = -16043.094543
  nChanged 5
		SP:Iteration 6Q (7511.780000 sec): 3 clusters
  Score: Raw -18697.913326 + Penalty 2632.900778 = -16065.012548
  nChanged 2
		SP:Iteration 7Q (7511.780000 sec): 3 clusters
  Score: Raw -18705.575937 + Penalty 2632.900778 = -16072.675159
  nChanged 1
		SP:Iteration 8Q (7511.780000 sec): 3 clusters
  Score: Raw -18708.468468 + Penalty 2632.900778 = -16075.567691
  nChanged 0
		SP:Iteration 9F (7511.780000 sec): 3 clusters
  Score: Raw -18708.668714 + Penalty 2632.900778 = -16075.767937
  nChanged 1
		SP:Iteration 10Q (7511.780000 sec): 3 clusters
  Score: Raw -18716.774394 + Penalty 2632.900778 = -16083.873616
  nChanged 1
		SP:Iteration 11Q (7511.780000 sec): 3 clusters
  Score: Raw -18732.830356 + Penalty 2632.900778 = -16099.929579
  nChanged 2
		SP:Iteration 12Q (7511.780000 sec): 3 clusters
  Score: Raw -18770.734313 + Penalty 2632.900778 = -16137.833535
  nChanged 0
		SP:Iteration 13F (7511.780000 sec): 3 clusters
  Score: Raw -18770.734313 + Penalty 2632.900778 = -16137.833535
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.780000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.780000 sec): 3 clusters
  Score: Raw -29527.828559 + Penalty 2686.385799 = -26841.442759
  nChanged 16
		SP:Iteration 1F (7511.790000 sec): 3 clusters
  Score: Raw -29587.115260 + Penalty 2686.385799 = -26900.729460
  nChanged 5
		SP:Iteration 2Q (7511.790000 sec): 3 clusters
  Score: Raw -29615.158933 + Penalty 2686.385799 = -26928.773134
  nChanged 1
		SP:Iteration 3Q (7511.790000 sec): 3 clusters
  Score: Raw -29628.346292 + Penalty 2686.385799 = -26941.960493
  nChanged 1
		SP:Iteration 4Q (7511.790000 sec): 3 clusters
  Score: Raw -29647.995901 + Penalty 2686.385799 = -26961.610101
  nChanged 0
		SP:Iteration 5F (7511.790000 sec): 3 clusters
  Score: Raw -29647.995901 + Penalty 2686.385799 = -26961.610101
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.790000 sec): 2 clusters
  Score: Raw -46074.767155 + Penalty 1447.033063 = -44627.734092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.790000 sec): 3 clusters
  Score: Raw -46287.387277 + Penalty 2894.066126 = -43393.321151
  nChanged 64
		SP:Iteration 1F (7511.790000 sec): 3 clusters
  Score: Raw -46487.009721 + Penalty 2894.066126 = -43592.943596
  nChanged 13
		SP:Iteration 2Q (7511.790000 sec): 3 clusters
  Score: Raw -46516.058587 + Penalty 2894.066126 = -43621.992461
  nChanged 4
		SP:Iteration 3Q (7511.800000 sec): 3 clusters
  Score: Raw -46525.474542 + Penalty 2894.066126 = -43631.408416
  nChanged 3
		SP:Iteration 4Q (7511.800000 sec): 3 clusters
  Score: Raw -46532.569606 + Penalty 2894.066126 = -43638.503481
  nChanged 2
		SP:Iteration 5Q (7511.800000 sec): 3 clusters
  Score: Raw -46538.282741 + Penalty 2894.066126 = -43644.216615
  nChanged 1
		SP:Iteration 6Q (7511.800000 sec): 3 clusters
  Score: Raw -46542.881494 + Penalty 2894.066126 = -43648.815368
  nChanged 3
		SP:Iteration 7Q (7511.800000 sec): 3 clusters
  Score: Raw -46549.105587 + Penalty 2894.066126 = -43655.039461
  nChanged 0
		SP:Iteration 8F (7511.800000 sec): 3 clusters
  Score: Raw -46549.105587 + Penalty 2894.066126 = -43655.039461
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.800000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.800000 sec): 3 clusters
  Score: Raw -55270.768102 + Penalty 3005.325105 = -52265.442997
  nChanged 75
		SP:Iteration 1F (7511.810000 sec): 3 clusters
  Score: Raw -55461.765782 + Penalty 3005.325105 = -52456.440677
  nChanged 17
		SP:Iteration 2Q (7511.810000 sec): 3 clusters
  Score: Raw -55534.017645 + Penalty 3005.325105 = -52528.692540
  nChanged 12
		SP:Iteration 3Q (7511.810000 sec): 3 clusters
  Score: Raw -55566.384170 + Penalty 3005.325105 = -52561.059065
  nChanged 10
		SP:Iteration 4Q (7511.810000 sec): 3 clusters
  Score: Raw -55592.331714 + Penalty 3005.325105 = -52587.006609
  nChanged 11
		SP:Iteration 5Q (7511.810000 sec): 3 clusters
  Score: Raw -55624.696163 + Penalty 3005.325105 = -52619.371058
  nChanged 5
		SP:Iteration 6Q (7511.810000 sec): 3 clusters
  Score: Raw -55637.714488 + Penalty 3005.325105 = -52632.389383
  nChanged 8
		SP:Iteration 7Q (7511.810000 sec): 3 clusters
  Score: Raw -55664.048681 + Penalty 3005.325105 = -52658.723576
  nChanged 3
		SP:Iteration 8Q (7511.810000 sec): 3 clusters
  Score: Raw -55670.322582 + Penalty 3005.325105 = -52664.997477
  nChanged 1
		SP:Iteration 9Q (7511.810000 sec): 3 clusters
  Score: Raw -55673.403278 + Penalty 3005.325105 = -52668.078173
  nChanged 1
		SP:Iteration 10Q (7511.820000 sec): 3 clusters
  Score: Raw -55679.275288 + Penalty 3005.325105 = -52673.950183
  nChanged 1
		SP:Iteration 11Q (7511.820000 sec): 3 clusters
  Score: Raw -55680.042553 + Penalty 3005.325105 = -52674.717448
  nChanged 0
		SP:Iteration 12F (7511.820000 sec): 3 clusters
  Score: Raw -55680.042553 + Penalty 3005.325105 = -52674.717448
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 39 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.820000 sec): 2 clusters
  Score: Raw -22896.629861 + Penalty 1287.853299 = -21608.776562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.820000 sec): 3 clusters
  Score: Raw -23226.824906 + Penalty 2575.706598 = -20651.118308
  nChanged 18
		SP:Iteration 1F (7511.820000 sec): 3 clusters
  Score: Raw -23310.342122 + Penalty 2575.706598 = -20734.635524
  nChanged 1
		SP:Iteration 2Q (7511.820000 sec): 3 clusters
  Score: Raw -23314.023961 + Penalty 2575.706598 = -20738.317363
  nChanged 0
		SP:Iteration 3F (7511.820000 sec): 3 clusters
  Score: Raw -23314.023961 + Penalty 2575.706598 = -20738.317363
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.830000 sec): 2 clusters
  Score: Raw -68690.960353 + Penalty 1547.104507 = -67143.855846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.830000 sec): 3 clusters
  Score: Raw -68765.686498 + Penalty 3094.209014 = -65671.477484
  nChanged 93
		SP:Iteration 1F (7511.830000 sec): 3 clusters
  Score: Raw -68931.878144 + Penalty 3094.209014 = -65837.669130
  nChanged 19
		SP:Iteration 2Q (7511.830000 sec): 3 clusters
  Score: Raw -68975.296178 + Penalty 3094.209014 = -65881.087164
  nChanged 6
		SP:Iteration 3Q (7511.840000 sec): 3 clusters
  Score: Raw -68987.010575 + Penalty 3094.209014 = -65892.801561
  nChanged 4
		SP:Iteration 4Q (7511.840000 sec): 3 clusters
  Score: Raw -68994.517449 + Penalty 3094.209014 = -65900.308435
  nChanged 4
		SP:Iteration 5Q (7511.840000 sec): 3 clusters
  Score: Raw -69001.950454 + Penalty 3094.209014 = -65907.741440
  nChanged 5
		SP:Iteration 6Q (7511.840000 sec): 3 clusters
  Score: Raw -69014.650759 + Penalty 3094.209014 = -65920.441745
  nChanged 4
		SP:Iteration 7Q (7511.840000 sec): 3 clusters
  Score: Raw -69025.058251 + Penalty 3094.209014 = -65930.849237
  nChanged 2
		SP:Iteration 8Q (7511.840000 sec): 3 clusters
  Score: Raw -69027.326085 + Penalty 3094.209014 = -65933.117071
  nChanged 0
		SP:Iteration 9F (7511.840000 sec): 3 clusters
  Score: Raw -69027.326085 + Penalty 3094.209014 = -65933.117071
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.850000 sec): 2 clusters
  Score: Raw -28608.723062 + Penalty 1441.162966 = -27167.560096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.850000 sec): 3 clusters
  Score: Raw -29157.744983 + Penalty 2882.325933 = -26275.419051
  nChanged 99
		SP:Iteration 1F (7511.850000 sec): 3 clusters
  Score: Raw -29748.971531 + Penalty 2882.325933 = -26866.645598
  nChanged 47
		SP:Iteration 2F (7511.850000 sec): 3 clusters
  Score: Raw -30489.926411 + Penalty 2882.325933 = -27607.600479
  nChanged 11
		SP:Iteration 3Q (7511.850000 sec): 3 clusters
  Score: Raw -30696.874972 + Penalty 2882.325933 = -27814.549040
  nChanged 5
		SP:Iteration 4Q (7511.860000 sec): 3 clusters
  Score: Raw -30792.592841 + Penalty 2882.325933 = -27910.266909
  nChanged 3
		SP:Iteration 5Q (7511.860000 sec): 3 clusters
  Score: Raw -30969.155534 + Penalty 2882.325933 = -28086.829602
  nChanged 7
		SP:Iteration 6Q (7511.860000 sec): 3 clusters
  Score: Raw -31131.597649 + Penalty 2882.325933 = -28249.271716
  nChanged 3
		SP:Iteration 7Q (7511.860000 sec): 3 clusters
  Score: Raw -31175.342561 + Penalty 2882.325933 = -28293.016628
  nChanged 3
		SP:Iteration 8Q (7511.860000 sec): 3 clusters
  Score: Raw -31207.543003 + Penalty 2882.325933 = -28325.217070
  nChanged 2
		SP:Iteration 9Q (7511.860000 sec): 3 clusters
  Score: Raw -31243.305578 + Penalty 2882.325933 = -28360.979646
  nChanged 3
		SP:Iteration 10Q (7511.860000 sec): 3 clusters
  Score: Raw -31324.259788 + Penalty 2882.325933 = -28441.933855
  nChanged 1
		SP:Iteration 11Q (7511.860000 sec): 3 clusters
  Score: Raw -31380.279170 + Penalty 2882.325933 = -28497.953237
  nChanged 4
		SP:Iteration 12Q (7511.860000 sec): 3 clusters
  Score: Raw -31550.541071 + Penalty 2882.325933 = -28668.215138
  nChanged 2
		SP:Iteration 13Q (7511.860000 sec): 3 clusters
  Score: Raw -31818.493011 + Penalty 2882.325933 = -28936.167078
  nChanged 0
		SP:Iteration 14F (7511.860000 sec): 3 clusters
  Score: Raw -31839.554734 + Penalty 2882.325933 = -28957.228801
  nChanged 1
		SP:Iteration 15Q (7511.860000 sec): 3 clusters
  Score: Raw -32068.194779 + Penalty 2882.325933 = -29185.868846
  nChanged 0
		SP:Iteration 16F (7511.860000 sec): 3 clusters
  Score: Raw -32068.194779 + Penalty 2882.325933 = -29185.868846
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 38.
Iteration 259Q (7522.550000 sec): 42 clusters
  Score: Raw -117667091.712797 + Penalty 138362.130809 = -117528729.581987
  nChanged 28
Iteration 260F (7564.880000 sec): 42 clusters
  Score: Raw -117668588.976669 + Penalty 138362.130809 = -117530226.845859
  nChanged 70
Iteration 261Q (7575.590000 sec): 42 clusters
  Score: Raw -117671400.772321 + Penalty 138362.130809 = -117533038.641512
  nChanged 30
Iteration 262Q (7586.280000 sec): 42 clusters
  Score: Raw -117671480.989010 + Penalty 138362.130809 = -117533118.858200
  nChanged 14
Iteration 263Q (7596.970000 sec): 42 clusters
  Score: Raw -117671556.032335 + Penalty 138362.130809 = -117533193.901525
  nChanged 16
Iteration 264Q (7607.670000 sec): 42 clusters
  Score: Raw -117671613.925892 + Penalty 138362.130809 = -117533251.795083
  nChanged 15
Iteration 265Q (7618.370000 sec): 42 clusters
  Score: Raw -117671677.182348 + Penalty 138362.130809 = -117533315.051539
  nChanged 17
Iteration 266Q (7629.070000 sec): 42 clusters
  Score: Raw -117671677.864963 + Penalty 138362.130809 = -117533315.734154
  nChanged 12
Iteration 267Q (7639.770000 sec): 42 clusters
  Score: Raw -117671678.154537 + Penalty 138362.130809 = -117533316.023727
  nChanged 15
Iteration 268Q (7650.490000 sec): 42 clusters
  Score: Raw -117671678.592360 + Penalty 138362.130809 = -117533316.461551
  nChanged 16
Iteration 269Q (7661.180000 sec): 42 clusters
  Score: Raw -117671679.332671 + Penalty 138362.130809 = -117533317.201862
  nChanged 28
Iteration 270Q (7671.870000 sec): 42 clusters
  Score: Raw -117671680.350651 + Penalty 138362.130809 = -117533318.219842
  nChanged 23
Iteration 271Q (7682.530000 sec): 42 clusters
  Score: Raw -117671681.016140 + Penalty 138362.130809 = -117533318.885330
  nChanged 25
Iteration 272Q (7693.230000 sec): 42 clusters
  Score: Raw -117671681.811877 + Penalty 138362.130809 = -117533319.681067
  nChanged 25
Iteration 273Q (7703.890000 sec): 42 clusters
  Score: Raw -117671682.947622 + Penalty 138362.130809 = -117533320.816813
  nChanged 27
Iteration 274Q (7714.550000 sec): 42 clusters
  Score: Raw -117671684.345218 + Penalty 138362.130809 = -117533322.214409
  nChanged 24
Iteration 275Q (7725.220000 sec): 42 clusters
  Score: Raw -117671685.375230 + Penalty 138362.130809 = -117533323.244421
  nChanged 36
Iteration 276Q (7735.890000 sec): 42 clusters
  Score: Raw -117671686.760076 + Penalty 138362.130809 = -117533324.629266
  nChanged 29
Iteration 277Q (7746.550000 sec): 42 clusters
  Score: Raw -117671687.478451 + Penalty 138362.130809 = -117533325.347641
  nChanged 32
Iteration 278Q (7757.220000 sec): 42 clusters
  Score: Raw -117671688.458532 + Penalty 138362.130809 = -117533326.327723
  nChanged 32
Iteration 279Q (7767.890000 sec): 42 clusters
  Score: Raw -117671689.452096 + Penalty 138362.130809 = -117533327.321287
  nChanged 22
Iteration 280F (7810.120000 sec): 42 clusters
  Score: Raw -117674086.929815 + Penalty 138362.130809 = -117535724.799005
  nChanged 74
Iteration 281Q (7818.960000 sec): 42 clusters
  Score: Raw -117675090.220235 + Penalty 138362.130809 = -117536728.089426
  nChanged 30
Iteration 282Q (7827.780000 sec): 42 clusters
  Score: Raw -117675124.375010 + Penalty 138362.130809 = -117536762.244201
  nChanged 31
Iteration 283Q (7836.530000 sec): 42 clusters
  Score: Raw -117675136.384956 + Penalty 138362.130809 = -117536774.254146
  nChanged 29
Iteration 284Q (7845.290000 sec): 42 clusters
  Score: Raw -117675140.615498 + Penalty 138362.130809 = -117536778.484689
  nChanged 20
Iteration 285Q (7854.050000 sec): 42 clusters
  Score: Raw -117675145.857962 + Penalty 138362.130809 = -117536783.727153
  nChanged 16
Iteration 286Q (7862.840000 sec): 42 clusters
  Score: Raw -117675150.549636 + Penalty 138362.130809 = -117536788.418826
  nChanged 20
Iteration 287Q (7871.610000 sec): 42 clusters
  Score: Raw -117675153.986828 + Penalty 138362.130809 = -117536791.856018
  nChanged 21
Iteration 288Q (7880.410000 sec): 42 clusters
  Score: Raw -117675154.379602 + Penalty 138362.130809 = -117536792.248793
  nChanged 11
Iteration 289Q (7889.190000 sec): 42 clusters
  Score: Raw -117675154.675608 + Penalty 138362.130809 = -117536792.544799
  nChanged 9
Iteration 290Q (7897.960000 sec): 42 clusters
  Score: Raw -117675154.979079 + Penalty 138362.130809 = -117536792.848269
  nChanged 12
Iteration 291Q (7906.730000 sec): 42 clusters
  Score: Raw -117675155.255227 + Penalty 138362.130809 = -117536793.124417
  nChanged 12
Iteration 292Q (7915.490000 sec): 42 clusters
  Score: Raw -117675155.387256 + Penalty 138362.130809 = -117536793.256446
  nChanged 9
Iteration 293Q (7924.240000 sec): 42 clusters
  Score: Raw -117675155.485389 + Penalty 138362.130809 = -117536793.354580
  nChanged 11
Iteration 294Q (7933.000000 sec): 42 clusters
  Score: Raw -117675155.677407 + Penalty 138362.130809 = -117536793.546597
  nChanged 21
Iteration 295Q (7941.760000 sec): 42 clusters
  Score: Raw -117675155.970493 + Penalty 138362.130809 = -117536793.839683
  nChanged 14
Iteration 296Q (7950.520000 sec): 42 clusters
  Score: Raw -117675156.209443 + Penalty 138362.130809 = -117536794.078634
  nChanged 19
Iteration 297Q (7959.270000 sec): 42 clusters
  Score: Raw -117675156.588499 + Penalty 138362.130809 = -117536794.457690
  nChanged 24
Iteration 298Q (7968.030000 sec): 42 clusters
  Score: Raw -117675156.985873 + Penalty 138362.130809 = -117536794.855064
  nChanged 18
Writing temp clu file 
Because OldScore, -117536794.457690, is greater than current (better) Score,-117536794.855064 
 Compute initial score before splitting:   Score: Raw -117675156.985873 + Penalty 138362.130809 = -117536794.855064
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7968.180000 sec): 2 clusters
  Score: Raw -1048183.648990 + Penalty 2200.863096 = -1045982.785895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7968.210000 sec): 3 clusters
  Score: Raw -1044512.237960 + Penalty 4401.726192 = -1040110.511768
  nChanged 2861
		SP:Iteration 1F (7968.240000 sec): 3 clusters
  Score: Raw -1046038.947748 + Penalty 4401.726192 = -1041637.221556
  nChanged 503
		SP:Iteration 2F (7968.260000 sec): 3 clusters
  Score: Raw -1046305.520656 + Penalty 4401.726192 = -1041903.794464
  nChanged 365
		SP:Iteration 3F (7968.280000 sec): 3 clusters
  Score: Raw -1046493.377930 + Penalty 4401.726192 = -1042091.651738
  nChanged 302
		SP:Iteration 4Q (7968.310000 sec): 3 clusters
  Score: Raw -1046639.059824 + Penalty 4401.726192 = -1042237.333632
  nChanged 248
		SP:Iteration 5Q (7968.330000 sec): 3 clusters
  Score: Raw -1046768.455694 + Penalty 4401.726192 = -1042366.729502
  nChanged 242
		SP:Iteration 6Q (7968.360000 sec): 3 clusters
  Score: Raw -1046882.974074 + Penalty 4401.726192 = -1042481.247883
  nChanged 218
		SP:Iteration 7Q (7968.380000 sec): 3 clusters
  Score: Raw -1046998.159067 + Penalty 4401.726192 = -1042596.432876
  nChanged 241
		SP:Iteration 8Q (7968.410000 sec): 3 clusters
  Score: Raw -1047126.638526 + Penalty 4401.726192 = -1042724.912334
  nChanged 235
		SP:Iteration 9Q (7968.430000 sec): 3 clusters
  Score: Raw -1047268.536740 + Penalty 4401.726192 = -1042866.810548
  nChanged 263
		SP:Iteration 10Q (7968.460000 sec): 3 clusters
  Score: Raw -1047422.415621 + Penalty 4401.726192 = -1043020.689429
  nChanged 215
		SP:Iteration 11Q (7968.480000 sec): 3 clusters
  Score: Raw -1047553.230260 + Penalty 4401.726192 = -1043151.504068
  nChanged 205
		SP:Iteration 12Q (7968.500000 sec): 3 clusters
  Score: Raw -1047684.469280 + Penalty 4401.726192 = -1043282.743089
  nChanged 204
		SP:Iteration 13Q (7968.530000 sec): 3 clusters
  Score: Raw -1047825.049007 + Penalty 4401.726192 = -1043423.322816
  nChanged 178
		SP:Iteration 14Q (7968.550000 sec): 3 clusters
  Score: Raw -1047948.121786 + Penalty 4401.726192 = -1043546.395595
  nChanged 135
		SP:Iteration 15Q (7968.570000 sec): 3 clusters
  Score: Raw -1048036.288031 + Penalty 4401.726192 = -1043634.561839
  nChanged 117
		SP:Iteration 16Q (7968.590000 sec): 3 clusters
  Score: Raw -1048129.939541 + Penalty 4401.726192 = -1043728.213349
  nChanged 95
		SP:Iteration 17Q (7968.620000 sec): 3 clusters
  Score: Raw -1048203.015388 + Penalty 4401.726192 = -1043801.289196
  nChanged 63
		SP:Iteration 18Q (7968.640000 sec): 3 clusters
  Score: Raw -1048253.773501 + Penalty 4401.726192 = -1043852.047310
  nChanged 56
		SP:Iteration 19Q (7968.660000 sec): 3 clusters
  Score: Raw -1048300.733671 + Penalty 4401.726192 = -1043899.007479
  nChanged 42
		SP:Iteration 20F (7968.680000 sec): 3 clusters
  Score: Raw -1048339.259086 + Penalty 4401.726192 = -1043937.532894
  nChanged 30
		SP:Iteration 21Q (7968.710000 sec): 3 clusters
  Score: Raw -1048361.035991 + Penalty 4401.726192 = -1043959.309799
  nChanged 11
		SP:Iteration 22Q (7968.730000 sec): 3 clusters
  Score: Raw -1048369.611654 + Penalty 4401.726192 = -1043967.885462
  nChanged 7
		SP:Iteration 23Q (7968.750000 sec): 3 clusters
  Score: Raw -1048375.379065 + Penalty 4401.726192 = -1043973.652873
  nChanged 10
		SP:Iteration 24Q (7968.770000 sec): 3 clusters
  Score: Raw -1048382.628042 + Penalty 4401.726192 = -1043980.901850
  nChanged 8
		SP:Iteration 25Q (7968.790000 sec): 3 clusters
  Score: Raw -1048386.921547 + Penalty 4401.726192 = -1043985.195355
  nChanged 6
		SP:Iteration 26Q (7968.810000 sec): 3 clusters
  Score: Raw -1048390.691209 + Penalty 4401.726192 = -1043988.965017
  nChanged 4
		SP:Iteration 27Q (7968.840000 sec): 3 clusters
  Score: Raw -1048393.296787 + Penalty 4401.726192 = -1043991.570595
  nChanged 2
		SP:Iteration 28Q (7968.860000 sec): 3 clusters
  Score: Raw -1048394.433518 + Penalty 4401.726192 = -1043992.707326
  nChanged 2
		SP:Iteration 29Q (7968.880000 sec): 3 clusters
  Score: Raw -1048395.991155 + Penalty 4401.726192 = -1043994.264963
  nChanged 1
		SP:Iteration 30Q (7968.900000 sec): 3 clusters
  Score: Raw -1048396.494878 + Penalty 4401.726192 = -1043994.768686
  nChanged 0
		SP:Iteration 31F (7968.920000 sec): 3 clusters
  Score: Raw -1048396.494878 + Penalty 4401.726192 = -1043994.768686
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7637 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7968.950000 sec): 2 clusters
  Score: Raw -1103545.830385 + Penalty 2217.308513 = -1101328.521872
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7968.970000 sec): 3 clusters
  Score: Raw -1099539.450587 + Penalty 4434.617027 = -1095104.833560
  nChanged 3069
		SP:Iteration 1F (7969.000000 sec): 3 clusters
  Score: Raw -1101229.212826 + Penalty 4434.617027 = -1096794.595799
  nChanged 555
		SP:Iteration 2F (7969.020000 sec): 3 clusters
  Score: Raw -1101524.819495 + Penalty 4434.617027 = -1097090.202468
  nChanged 435
		SP:Iteration 3F (7969.050000 sec): 3 clusters
  Score: Raw -1101736.245320 + Penalty 4434.617027 = -1097301.628294
  nChanged 332
		SP:Iteration 4Q (7969.080000 sec): 3 clusters
  Score: Raw -1101924.893279 + Penalty 4434.617027 = -1097490.276252
  nChanged 323
		SP:Iteration 5Q (7969.100000 sec): 3 clusters
  Score: Raw -1102111.269164 + Penalty 4434.617027 = -1097676.652137
  nChanged 289
		SP:Iteration 6Q (7969.130000 sec): 3 clusters
  Score: Raw -1102257.306847 + Penalty 4434.617027 = -1097822.689821
  nChanged 243
		SP:Iteration 7Q (7969.160000 sec): 3 clusters
  Score: Raw -1102374.927918 + Penalty 4434.617027 = -1097940.310891
  nChanged 229
		SP:Iteration 8Q (7969.180000 sec): 3 clusters
  Score: Raw -1102483.642684 + Penalty 4434.617027 = -1098049.025657
  nChanged 199
		SP:Iteration 9Q (7969.210000 sec): 3 clusters
  Score: Raw -1102586.706282 + Penalty 4434.617027 = -1098152.089255
  nChanged 227
		SP:Iteration 10Q (7969.240000 sec): 3 clusters
  Score: Raw -1102690.083466 + Penalty 4434.617027 = -1098255.466439
  nChanged 207
		SP:Iteration 11Q (7969.260000 sec): 3 clusters
  Score: Raw -1102783.991874 + Penalty 4434.617027 = -1098349.374847
  nChanged 174
		SP:Iteration 12Q (7969.290000 sec): 3 clusters
  Score: Raw -1102860.944965 + Penalty 4434.617027 = -1098426.327938
  nChanged 157
		SP:Iteration 13Q (7969.310000 sec): 3 clusters
  Score: Raw -1102927.805815 + Penalty 4434.617027 = -1098493.188788
  nChanged 127
		SP:Iteration 14Q (7969.340000 sec): 3 clusters
  Score: Raw -1102972.433342 + Penalty 4434.617027 = -1098537.816316
  nChanged 112
		SP:Iteration 15Q (7969.360000 sec): 3 clusters
  Score: Raw -1103017.411131 + Penalty 4434.617027 = -1098582.794105
  nChanged 108
		SP:Iteration 16Q (7969.390000 sec): 3 clusters
  Score: Raw -1103061.091130 + Penalty 4434.617027 = -1098626.474103
  nChanged 100
		SP:Iteration 17Q (7969.420000 sec): 3 clusters
  Score: Raw -1103097.637558 + Penalty 4434.617027 = -1098663.020531
  nChanged 103
		SP:Iteration 18Q (7969.440000 sec): 3 clusters
  Score: Raw -1103140.762376 + Penalty 4434.617027 = -1098706.145349
  nChanged 85
		SP:Iteration 19Q (7969.470000 sec): 3 clusters
  Score: Raw -1103174.786877 + Penalty 4434.617027 = -1098740.169850
  nChanged 98
		SP:Iteration 20F (7969.500000 sec): 3 clusters
  Score: Raw -1103214.202450 + Penalty 4434.617027 = -1098779.585423
  nChanged 106
		SP:Iteration 21Q (7969.520000 sec): 3 clusters
  Score: Raw -1103259.468708 + Penalty 4434.617027 = -1098824.851681
  nChanged 86
		SP:Iteration 22Q (7969.540000 sec): 3 clusters
  Score: Raw -1103294.851429 + Penalty 4434.617027 = -1098860.234402
  nChanged 89
		SP:Iteration 23Q (7969.570000 sec): 3 clusters
  Score: Raw -1103331.375092 + Penalty 4434.617027 = -1098896.758065
  nChanged 85
		SP:Iteration 24Q (7969.600000 sec): 3 clusters
  Score: Raw -1103366.500775 + Penalty 4434.617027 = -1098931.883748
  nChanged 81
		SP:Iteration 25Q (7969.620000 sec): 3 clusters
  Score: Raw -1103396.670695 + Penalty 4434.617027 = -1098962.053668
  nChanged 69
		SP:Iteration 26Q (7969.640000 sec): 3 clusters
  Score: Raw -1103420.046610 + Penalty 4434.617027 = -1098985.429583
  nChanged 61
		SP:Iteration 27Q (7969.670000 sec): 3 clusters
  Score: Raw -1103442.423353 + Penalty 4434.617027 = -1099007.806326
  nChanged 54
		SP:Iteration 28Q (7969.700000 sec): 3 clusters
  Score: Raw -1103460.036324 + Penalty 4434.617027 = -1099025.419297
  nChanged 42
		SP:Iteration 29Q (7969.720000 sec): 3 clusters
  Score: Raw -1103474.801634 + Penalty 4434.617027 = -1099040.184607
  nChanged 37
		SP:Iteration 30Q (7969.740000 sec): 3 clusters
  Score: Raw -1103486.171202 + Penalty 4434.617027 = -1099051.554175
  nChanged 28
		SP:Iteration 31Q (7969.770000 sec): 3 clusters
  Score: Raw -1103492.815810 + Penalty 4434.617027 = -1099058.198783
  nChanged 12
		SP:Iteration 32Q (7969.790000 sec): 3 clusters
  Score: Raw -1103495.559604 + Penalty 4434.617027 = -1099060.942577
  nChanged 9
		SP:Iteration 33Q (7969.820000 sec): 3 clusters
  Score: Raw -1103497.758296 + Penalty 4434.617027 = -1099063.141269
  nChanged 13
		SP:Iteration 34Q (7969.840000 sec): 3 clusters
  Score: Raw -1103501.135215 + Penalty 4434.617027 = -1099066.518188
  nChanged 12
		SP:Iteration 35Q (7969.870000 sec): 3 clusters
  Score: Raw -1103504.157030 + Penalty 4434.617027 = -1099069.540003
  nChanged 12
		SP:Iteration 36Q (7969.890000 sec): 3 clusters
  Score: Raw -1103507.462469 + Penalty 4434.617027 = -1099072.845442
  nChanged 12
		SP:Iteration 37Q (7969.920000 sec): 3 clusters
  Score: Raw -1103511.022460 + Penalty 4434.617027 = -1099076.405433
  nChanged 14
		SP:Iteration 38Q (7969.940000 sec): 3 clusters
  Score: Raw -1103514.929103 + Penalty 4434.617027 = -1099080.312076
  nChanged 16
		SP:Iteration 39Q (7969.960000 sec): 3 clusters
  Score: Raw -1103519.763330 + Penalty 4434.617027 = -1099085.146303
  nChanged 17
		SP:Iteration 40F (7969.990000 sec): 3 clusters
  Score: Raw -1103522.779808 + Penalty 4434.617027 = -1099088.162781
  nChanged 12
		SP:Iteration 41Q (7970.010000 sec): 3 clusters
  Score: Raw -1103525.239469 + Penalty 4434.617027 = -1099090.622442
  nChanged 11
		SP:Iteration 42Q (7970.040000 sec): 3 clusters
  Score: Raw -1103527.519509 + Penalty 4434.617027 = -1099092.902482
  nChanged 12
		SP:Iteration 43Q (7970.060000 sec): 3 clusters
  Score: Raw -1103529.667135 + Penalty 4434.617027 = -1099095.050108
  nChanged 12
		SP:Iteration 44Q (7970.090000 sec): 3 clusters
  Score: Raw -1103531.927896 + Penalty 4434.617027 = -1099097.310869
  nChanged 9
		SP:Iteration 45Q (7970.110000 sec): 3 clusters
  Score: Raw -1103533.618102 + Penalty 4434.617027 = -1099099.001075
  nChanged 8
		SP:Iteration 46Q (7970.140000 sec): 3 clusters
  Score: Raw -1103534.902322 + Penalty 4434.617027 = -1099100.285295
  nChanged 7
		SP:Iteration 47Q (7970.160000 sec): 3 clusters
  Score: Raw -1103536.522055 + Penalty 4434.617027 = -1099101.905028
  nChanged 6
		SP:Iteration 48Q (7970.180000 sec): 3 clusters
  Score: Raw -1103538.096617 + Penalty 4434.617027 = -1099103.479590
  nChanged 9
		SP:Iteration 49Q (7970.210000 sec): 3 clusters
  Score: Raw -1103539.951068 + Penalty 4434.617027 = -1099105.334041
  nChanged 7
		SP:Iteration 50Q (7970.230000 sec): 3 clusters
  Score: Raw -1103541.398994 + Penalty 4434.617027 = -1099106.781967
  nChanged 5
		SP:Iteration 51Q (7970.260000 sec): 3 clusters
  Score: Raw -1103542.686495 + Penalty 4434.617027 = -1099108.069468
  nChanged 8
		SP:Iteration 52Q (7970.280000 sec): 3 clusters
  Score: Raw -1103544.141791 + Penalty 4434.617027 = -1099109.524764
  nChanged 2
		SP:Iteration 53Q (7970.300000 sec): 3 clusters
  Score: Raw -1103544.783675 + Penalty 4434.617027 = -1099110.166648
  nChanged 4
		SP:Iteration 54Q (7970.330000 sec): 3 clusters
  Score: Raw -1103545.557964 + Penalty 4434.617027 = -1099110.940937
  nChanged 1
		SP:Iteration 55Q (7970.350000 sec): 3 clusters
  Score: Raw -1103545.688737 + Penalty 4434.617027 = -1099111.071710
  nChanged 0
		SP:Iteration 56F (7970.380000 sec): 3 clusters
  Score: Raw -1103545.688737 + Penalty 4434.617027 = -1099111.071710
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7970.480000 sec): 2 clusters
  Score: Raw -4023086.398677 + Penalty 2532.630925 = -4020553.767752
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7970.580000 sec): 3 clusters
  Score: Raw -4006898.325070 + Penalty 5065.261850 = -4001833.063220
  nChanged 12141
		SP:Iteration 1F (7970.670000 sec): 3 clusters
  Score: Raw -4013324.593281 + Penalty 5065.261850 = -4008259.331431
  nChanged 1257
		SP:Iteration 2Q (7970.770000 sec): 3 clusters
  Score: Raw -4013722.237119 + Penalty 5065.261850 = -4008656.975269
  nChanged 1121
		SP:Iteration 3Q (7970.870000 sec): 3 clusters
  Score: Raw -4014075.564604 + Penalty 5065.261850 = -4009010.302754
  nChanged 1038
		SP:Iteration 4Q (7970.970000 sec): 3 clusters
  Score: Raw -4014424.275611 + Penalty 5065.261850 = -4009359.013761
  nChanged 1007
		SP:Iteration 5Q (7971.070000 sec): 3 clusters
  Score: Raw -4014791.582882 + Penalty 5065.261850 = -4009726.321032
  nChanged 985
		SP:Iteration 6Q (7971.170000 sec): 3 clusters
  Score: Raw -4015205.110193 + Penalty 5065.261850 = -4010139.848343
  nChanged 1028
		SP:Iteration 7Q (7971.260000 sec): 3 clusters
  Score: Raw -4015710.742683 + Penalty 5065.261850 = -4010645.480833
  nChanged 1110
		SP:Iteration 8Q (7971.360000 sec): 3 clusters
  Score: Raw -4016309.699975 + Penalty 5065.261850 = -4011244.438125
  nChanged 1159
		SP:Iteration 9Q (7971.460000 sec): 3 clusters
  Score: Raw -4017022.428471 + Penalty 5065.261850 = -4011957.166621
  nChanged 1270
		SP:Iteration 10Q (7971.560000 sec): 3 clusters
  Score: Raw -4017875.352212 + Penalty 5065.261850 = -4012810.090362
  nChanged 1285
		SP:Iteration 11Q (7971.660000 sec): 3 clusters
  Score: Raw -4018731.436293 + Penalty 5065.261850 = -4013666.174443
  nChanged 1221
		SP:Iteration 12Q (7971.750000 sec): 3 clusters
  Score: Raw -4019565.418555 + Penalty 5065.261850 = -4014500.156705
  nChanged 1202
		SP:Iteration 13Q (7971.840000 sec): 3 clusters
  Score: Raw -4020405.574024 + Penalty 5065.261850 = -4015340.312174
  nChanged 1083
		SP:Iteration 14Q (7971.930000 sec): 3 clusters
  Score: Raw -4021135.077576 + Penalty 5065.261850 = -4016069.815726
  nChanged 916
		SP:Iteration 15Q (7972.020000 sec): 3 clusters
  Score: Raw -4021751.480487 + Penalty 5065.261850 = -4016686.218637
  nChanged 724
		SP:Iteration 16Q (7972.100000 sec): 3 clusters
  Score: Raw -4022209.620157 + Penalty 5065.261850 = -4017144.358307
  nChanged 554
		SP:Iteration 17Q (7972.180000 sec): 3 clusters
  Score: Raw -4022547.729038 + Penalty 5065.261850 = -4017482.467188
  nChanged 419
		SP:Iteration 18Q (7972.260000 sec): 3 clusters
  Score: Raw -4022792.862799 + Penalty 5065.261850 = -4017727.600949
  nChanged 291
		SP:Iteration 19Q (7972.340000 sec): 3 clusters
  Score: Raw -4022972.071386 + Penalty 5065.261850 = -4017906.809536
  nChanged 217
		SP:Iteration 20F (7972.440000 sec): 3 clusters
  Score: Raw -4023109.595296 + Penalty 5065.261850 = -4018044.333446
  nChanged 148
		SP:Iteration 21Q (7972.510000 sec): 3 clusters
  Score: Raw -4023191.573051 + Penalty 5065.261850 = -4018126.311201
  nChanged 100
		SP:Iteration 22Q (7972.580000 sec): 3 clusters
  Score: Raw -4023248.561414 + Penalty 5065.261850 = -4018183.299564
  nChanged 84
		SP:Iteration 23Q (7972.660000 sec): 3 clusters
  Score: Raw -4023305.011035 + Penalty 5065.261850 = -4018239.749185
  nChanged 69
		SP:Iteration 24Q (7972.730000 sec): 3 clusters
  Score: Raw -4023343.771859 + Penalty 5065.261850 = -4018278.510009
  nChanged 48
		SP:Iteration 25Q (7972.800000 sec): 3 clusters
  Score: Raw -4023368.164949 + Penalty 5065.261850 = -4018302.903099
  nChanged 39
		SP:Iteration 26Q (7972.880000 sec): 3 clusters
  Score: Raw -4023386.393147 + Penalty 5065.261850 = -4018321.131297
  nChanged 25
		SP:Iteration 27Q (7972.940000 sec): 3 clusters
  Score: Raw -4023401.492317 + Penalty 5065.261850 = -4018336.230467
  nChanged 21
		SP:Iteration 28Q (7973.020000 sec): 3 clusters
  Score: Raw -4023414.109643 + Penalty 5065.261850 = -4018348.847793
  nChanged 20
		SP:Iteration 29Q (7973.090000 sec): 3 clusters
  Score: Raw -4023425.931497 + Penalty 5065.261850 = -4018360.669647
  nChanged 25
		SP:Iteration 30Q (7973.160000 sec): 3 clusters
  Score: Raw -4023441.228873 + Penalty 5065.261850 = -4018375.967023
  nChanged 16
		SP:Iteration 31Q (7973.230000 sec): 3 clusters
  Score: Raw -4023450.595442 + Penalty 5065.261850 = -4018385.333592
  nChanged 18
		SP:Iteration 32Q (7973.300000 sec): 3 clusters
  Score: Raw -4023460.390682 + Penalty 5065.261850 = -4018395.128832
  nChanged 17
		SP:Iteration 33Q (7973.370000 sec): 3 clusters
  Score: Raw -4023470.319086 + Penalty 5065.261850 = -4018405.057236
  nChanged 10
		SP:Iteration 34Q (7973.440000 sec): 3 clusters
  Score: Raw -4023475.304474 + Penalty 5065.261850 = -4018410.042624
  nChanged 10
		SP:Iteration 35Q (7973.510000 sec): 3 clusters
  Score: Raw -4023480.347243 + Penalty 5065.261850 = -4018415.085393
  nChanged 13
		SP:Iteration 36Q (7973.580000 sec): 3 clusters
  Score: Raw -4023486.943458 + Penalty 5065.261850 = -4018421.681608
  nChanged 10
		SP:Iteration 37Q (7973.650000 sec): 3 clusters
  Score: Raw -4023493.305976 + Penalty 5065.261850 = -4018428.044126
  nChanged 12
		SP:Iteration 38Q (7973.720000 sec): 3 clusters
  Score: Raw -4023500.967359 + Penalty 5065.261850 = -4018435.705509
  nChanged 10
		SP:Iteration 39Q (7973.790000 sec): 3 clusters
  Score: Raw -4023508.038482 + Penalty 5065.261850 = -4018442.776632
  nChanged 6
		SP:Iteration 40F (7973.880000 sec): 3 clusters
  Score: Raw -4023512.157354 + Penalty 5065.261850 = -4018446.895504
  nChanged 8
		SP:Iteration 41Q (7973.960000 sec): 3 clusters
  Score: Raw -4023516.287963 + Penalty 5065.261850 = -4018451.026113
  nChanged 6
		SP:Iteration 42Q (7974.020000 sec): 3 clusters
  Score: Raw -4023519.110406 + Penalty 5065.261850 = -4018453.848556
  nChanged 5
		SP:Iteration 43Q (7974.100000 sec): 3 clusters
  Score: Raw -4023521.764549 + Penalty 5065.261850 = -4018456.502699
  nChanged 2
		SP:Iteration 44Q (7974.160000 sec): 3 clusters
  Score: Raw -4023523.302446 + Penalty 5065.261850 = -4018458.040596
  nChanged 2
		SP:Iteration 45Q (7974.240000 sec): 3 clusters
  Score: Raw -4023524.991238 + Penalty 5065.261850 = -4018459.729388
  nChanged 4
		SP:Iteration 46Q (7974.300000 sec): 3 clusters
  Score: Raw -4023527.389270 + Penalty 5065.261850 = -4018462.127421
  nChanged 4
		SP:Iteration 47Q (7974.370000 sec): 3 clusters
  Score: Raw -4023529.024770 + Penalty 5065.261850 = -4018463.762920
  nChanged 3
		SP:Iteration 48Q (7974.440000 sec): 3 clusters
  Score: Raw -4023530.357203 + Penalty 5065.261850 = -4018465.095353
  nChanged 3
		SP:Iteration 49Q (7974.510000 sec): 3 clusters
  Score: Raw -4023531.607727 + Penalty 5065.261850 = -4018466.345877
  nChanged 1
		SP:Iteration 50Q (7974.580000 sec): 3 clusters
  Score: Raw -4023531.873590 + Penalty 5065.261850 = -4018466.611740
  nChanged 1
		SP:Iteration 51Q (7974.650000 sec): 3 clusters
  Score: Raw -4023532.153489 + Penalty 5065.261850 = -4018466.891639
  nChanged 1
		SP:Iteration 52Q (7974.720000 sec): 3 clusters
  Score: Raw -4023532.977591 + Penalty 5065.261850 = -4018467.715741
  nChanged 2
		SP:Iteration 53Q (7974.800000 sec): 3 clusters
  Score: Raw -4023534.184409 + Penalty 5065.261850 = -4018468.922559
  nChanged 4
		SP:Iteration 54Q (7974.870000 sec): 3 clusters
  Score: Raw -4023536.068727 + Penalty 5065.261850 = -4018470.806877
  nChanged 4
		SP:Iteration 55Q (7974.940000 sec): 3 clusters
  Score: Raw -4023539.484230 + Penalty 5065.261850 = -4018474.222380
  nChanged 7
		SP:Iteration 56Q (7975.010000 sec): 3 clusters
  Score: Raw -4023543.481762 + Penalty 5065.261850 = -4018478.219912
  nChanged 6
		SP:Iteration 57Q (7975.080000 sec): 3 clusters
  Score: Raw -4023546.898558 + Penalty 5065.261850 = -4018481.636708
  nChanged 3
		SP:Iteration 58Q (7975.150000 sec): 3 clusters
  Score: Raw -4023548.012340 + Penalty 5065.261850 = -4018482.750490
  nChanged 1
		SP:Iteration 59Q (7975.220000 sec): 3 clusters
  Score: Raw -4023548.620302 + Penalty 5065.261850 = -4018483.358452
  nChanged 2
		SP:Iteration 60F (7975.310000 sec): 3 clusters
  Score: Raw -4023549.743051 + Penalty 5065.261850 = -4018484.481201
  nChanged 2
		SP:Iteration 61Q (7975.380000 sec): 3 clusters
  Score: Raw -4023550.715053 + Penalty 5065.261850 = -4018485.453203
  nChanged 3
		SP:Iteration 62Q (7975.440000 sec): 3 clusters
  Score: Raw -4023552.426725 + Penalty 5065.261850 = -4018487.164875
  nChanged 3
		SP:Iteration 63Q (7975.510000 sec): 3 clusters
  Score: Raw -4023553.705576 + Penalty 5065.261850 = -4018488.443726
  nChanged 1
		SP:Iteration 64Q (7975.580000 sec): 3 clusters
  Score: Raw -4023554.451912 + Penalty 5065.261850 = -4018489.190062
  nChanged 1
		SP:Iteration 65Q (7975.650000 sec): 3 clusters
  Score: Raw -4023554.964278 + Penalty 5065.261850 = -4018489.702428
  nChanged 1
		SP:Iteration 66Q (7975.710000 sec): 3 clusters
  Score: Raw -4023555.232175 + Penalty 5065.261850 = -4018489.970325
  nChanged 0
		SP:Iteration 67F (7975.810000 sec): 3 clusters
  Score: Raw -4023555.232175 + Penalty 5065.261850 = -4018489.970325
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24072 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7975.880000 sec): 2 clusters
  Score: Raw -3337372.617782 + Penalty 2502.023545 = -3334870.594236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7975.960000 sec): 3 clusters
  Score: Raw -3323204.735074 + Penalty 5004.047091 = -3318200.687984
  nChanged 10724
		SP:Iteration 1F (7976.050000 sec): 3 clusters
  Score: Raw -3329018.734431 + Penalty 5004.047091 = -3324014.687340
  nChanged 1321
		SP:Iteration 2F (7976.130000 sec): 3 clusters
  Score: Raw -3329550.962498 + Penalty 5004.047091 = -3324546.915407
  nChanged 1219
		SP:Iteration 3F (7976.210000 sec): 3 clusters
  Score: Raw -3330099.179985 + Penalty 5004.047091 = -3325095.132894
  nChanged 1255
		SP:Iteration 4F (7976.300000 sec): 3 clusters
  Score: Raw -3330719.532039 + Penalty 5004.047091 = -3325715.484948
  nChanged 1250
		SP:Iteration 5F (7976.380000 sec): 3 clusters
  Score: Raw -3331431.797902 + Penalty 5004.047091 = -3326427.750811
  nChanged 1279
		SP:Iteration 6F (7976.460000 sec): 3 clusters
  Score: Raw -3332233.763558 + Penalty 5004.047091 = -3327229.716467
  nChanged 1315
		SP:Iteration 7F (7976.550000 sec): 3 clusters
  Score: Raw -3333167.593723 + Penalty 5004.047091 = -3328163.546633
  nChanged 1320
		SP:Iteration 8F (7976.630000 sec): 3 clusters
  Score: Raw -3334200.490084 + Penalty 5004.047091 = -3329196.442994
  nChanged 1130
		SP:Iteration 9Q (7976.720000 sec): 3 clusters
  Score: Raw -3335085.994669 + Penalty 5004.047091 = -3330081.947578
  nChanged 861
		SP:Iteration 10Q (7976.800000 sec): 3 clusters
  Score: Raw -3335719.368874 + Penalty 5004.047091 = -3330715.321784
  nChanged 656
		SP:Iteration 11Q (7976.880000 sec): 3 clusters
  Score: Raw -3336217.843621 + Penalty 5004.047091 = -3331213.796530
  nChanged 547
		SP:Iteration 12Q (7976.950000 sec): 3 clusters
  Score: Raw -3336592.041134 + Penalty 5004.047091 = -3331587.994043
  nChanged 410
		SP:Iteration 13Q (7977.030000 sec): 3 clusters
  Score: Raw -3336889.597448 + Penalty 5004.047091 = -3331885.550358
  nChanged 313
		SP:Iteration 14Q (7977.100000 sec): 3 clusters
  Score: Raw -3337084.879014 + Penalty 5004.047091 = -3332080.831924
  nChanged 238
		SP:Iteration 15Q (7977.170000 sec): 3 clusters
  Score: Raw -3337259.138502 + Penalty 5004.047091 = -3332255.091412
  nChanged 194
		SP:Iteration 16Q (7977.240000 sec): 3 clusters
  Score: Raw -3337390.485442 + Penalty 5004.047091 = -3332386.438352
  nChanged 162
		SP:Iteration 17Q (7977.300000 sec): 3 clusters
  Score: Raw -3337498.645702 + Penalty 5004.047091 = -3332494.598611
  nChanged 133
		SP:Iteration 18Q (7977.370000 sec): 3 clusters
  Score: Raw -3337596.234801 + Penalty 5004.047091 = -3332592.187711
  nChanged 113
		SP:Iteration 19Q (7977.440000 sec): 3 clusters
  Score: Raw -3337663.557005 + Penalty 5004.047091 = -3332659.509914
  nChanged 84
		SP:Iteration 20F (7977.520000 sec): 3 clusters
  Score: Raw -3337713.213392 + Penalty 5004.047091 = -3332709.166301
  nChanged 77
		SP:Iteration 21Q (7977.580000 sec): 3 clusters
  Score: Raw -3337756.360676 + Penalty 5004.047091 = -3332752.313585
  nChanged 56
		SP:Iteration 22Q (7977.650000 sec): 3 clusters
  Score: Raw -3337789.152845 + Penalty 5004.047091 = -3332785.105754
  nChanged 47
		SP:Iteration 23Q (7977.710000 sec): 3 clusters
  Score: Raw -3337813.951940 + Penalty 5004.047091 = -3332809.904849
  nChanged 32
		SP:Iteration 24Q (7977.770000 sec): 3 clusters
  Score: Raw -3337828.115724 + Penalty 5004.047091 = -3332824.068633
  nChanged 16
		SP:Iteration 25Q (7977.840000 sec): 3 clusters
  Score: Raw -3337837.499775 + Penalty 5004.047091 = -3332833.452684
  nChanged 22
		SP:Iteration 26Q (7977.900000 sec): 3 clusters
  Score: Raw -3337848.315668 + Penalty 5004.047091 = -3332844.268577
  nChanged 16
		SP:Iteration 27Q (7977.960000 sec): 3 clusters
  Score: Raw -3337855.262878 + Penalty 5004.047091 = -3332851.215788
  nChanged 16
		SP:Iteration 28Q (7978.020000 sec): 3 clusters
  Score: Raw -3337859.603497 + Penalty 5004.047091 = -3332855.556406
  nChanged 9
		SP:Iteration 29Q (7978.080000 sec): 3 clusters
  Score: Raw -3337862.946643 + Penalty 5004.047091 = -3332858.899552
  nChanged 5
		SP:Iteration 30Q (7978.150000 sec): 3 clusters
  Score: Raw -3337864.772267 + Penalty 5004.047091 = -3332860.725176
  nChanged 5
		SP:Iteration 31Q (7978.210000 sec): 3 clusters
  Score: Raw -3337867.020844 + Penalty 5004.047091 = -3332862.973754
  nChanged 6
		SP:Iteration 32Q (7978.270000 sec): 3 clusters
  Score: Raw -3337869.512181 + Penalty 5004.047091 = -3332865.465090
  nChanged 5
		SP:Iteration 33Q (7978.340000 sec): 3 clusters
  Score: Raw -3337871.350160 + Penalty 5004.047091 = -3332867.303069
  nChanged 3
		SP:Iteration 34Q (7978.400000 sec): 3 clusters
  Score: Raw -3337872.243576 + Penalty 5004.047091 = -3332868.196485
  nChanged 2
		SP:Iteration 35Q (7978.460000 sec): 3 clusters
  Score: Raw -3337873.616924 + Penalty 5004.047091 = -3332869.569833
  nChanged 4
		SP:Iteration 36Q (7978.520000 sec): 3 clusters
  Score: Raw -3337875.289961 + Penalty 5004.047091 = -3332871.242870
  nChanged 5
		SP:Iteration 37Q (7978.580000 sec): 3 clusters
  Score: Raw -3337877.595258 + Penalty 5004.047091 = -3332873.548167
  nChanged 3
		SP:Iteration 38Q (7978.640000 sec): 3 clusters
  Score: Raw -3337878.255318 + Penalty 5004.047091 = -3332874.208227
  nChanged 0
		SP:Iteration 39F (7978.730000 sec): 3 clusters
  Score: Raw -3337878.255318 + Penalty 5004.047091 = -3332874.208227
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7978.750000 sec): 2 clusters
  Score: Raw -494000.591510 + Penalty 2019.015069 = -491981.576441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7978.760000 sec): 3 clusters
  Score: Raw -492512.029661 + Penalty 4038.030138 = -488473.999523
  nChanged 1211
		SP:Iteration 1F (7978.780000 sec): 3 clusters
  Score: Raw -493299.605743 + Penalty 4038.030138 = -489261.575606
  nChanged 274
		SP:Iteration 2F (7978.790000 sec): 3 clusters
  Score: Raw -493518.479536 + Penalty 4038.030138 = -489480.449399
  nChanged 186
		SP:Iteration 3F (7978.800000 sec): 3 clusters
  Score: Raw -493640.871943 + Penalty 4038.030138 = -489602.841806
  nChanged 143
		SP:Iteration 4Q (7978.810000 sec): 3 clusters
  Score: Raw -493733.089080 + Penalty 4038.030138 = -489695.058943
  nChanged 100
		SP:Iteration 5Q (7978.820000 sec): 3 clusters
  Score: Raw -493797.473230 + Penalty 4038.030138 = -489759.443092
  nChanged 85
		SP:Iteration 6Q (7978.830000 sec): 3 clusters
  Score: Raw -493852.723212 + Penalty 4038.030138 = -489814.693075
  nChanged 74
		SP:Iteration 7Q (7978.840000 sec): 3 clusters
  Score: Raw -493903.689806 + Penalty 4038.030138 = -489865.659669
  nChanged 83
		SP:Iteration 8Q (7978.860000 sec): 3 clusters
  Score: Raw -493960.757923 + Penalty 4038.030138 = -489922.727785
  nChanged 75
		SP:Iteration 9Q (7978.870000 sec): 3 clusters
  Score: Raw -494002.318045 + Penalty 4038.030138 = -489964.287908
  nChanged 67
		SP:Iteration 10Q (7978.880000 sec): 3 clusters
  Score: Raw -494043.004467 + Penalty 4038.030138 = -490004.974329
  nChanged 58
		SP:Iteration 11Q (7978.890000 sec): 3 clusters
  Score: Raw -494077.843080 + Penalty 4038.030138 = -490039.812942
  nChanged 47
		SP:Iteration 12Q (7978.900000 sec): 3 clusters
  Score: Raw -494102.577198 + Penalty 4038.030138 = -490064.547060
  nChanged 41
		SP:Iteration 13Q (7978.920000 sec): 3 clusters
  Score: Raw -494125.985037 + Penalty 4038.030138 = -490087.954900
  nChanged 39
		SP:Iteration 14Q (7978.930000 sec): 3 clusters
  Score: Raw -494153.412600 + Penalty 4038.030138 = -490115.382462
  nChanged 39
		SP:Iteration 15Q (7978.940000 sec): 3 clusters
  Score: Raw -494175.659482 + Penalty 4038.030138 = -490137.629344
  nChanged 36
		SP:Iteration 16Q (7978.950000 sec): 3 clusters
  Score: Raw -494197.514395 + Penalty 4038.030138 = -490159.484257
  nChanged 37
		SP:Iteration 17Q (7978.960000 sec): 3 clusters
  Score: Raw -494222.342804 + Penalty 4038.030138 = -490184.312666
  nChanged 34
		SP:Iteration 18Q (7978.970000 sec): 3 clusters
  Score: Raw -494244.030788 + Penalty 4038.030138 = -490206.000650
  nChanged 35
		SP:Iteration 19Q (7978.980000 sec): 3 clusters
  Score: Raw -494266.088793 + Penalty 4038.030138 = -490228.058656
  nChanged 30
		SP:Iteration 20F (7979.000000 sec): 3 clusters
  Score: Raw -494290.595627 + Penalty 4038.030138 = -490252.565489
  nChanged 27
		SP:Iteration 21Q (7979.010000 sec): 3 clusters
  Score: Raw -494306.617874 + Penalty 4038.030138 = -490268.587737
  nChanged 28
		SP:Iteration 22Q (7979.020000 sec): 3 clusters
  Score: Raw -494322.891088 + Penalty 4038.030138 = -490284.860950
  nChanged 22
		SP:Iteration 23Q (7979.030000 sec): 3 clusters
  Score: Raw -494341.537626 + Penalty 4038.030138 = -490303.507488
  nChanged 31
		SP:Iteration 24Q (7979.040000 sec): 3 clusters
  Score: Raw -494365.245871 + Penalty 4038.030138 = -490327.215734
  nChanged 38
		SP:Iteration 25Q (7979.060000 sec): 3 clusters
  Score: Raw -494393.198306 + Penalty 4038.030138 = -490355.168168
  nChanged 37
		SP:Iteration 26Q (7979.070000 sec): 3 clusters
  Score: Raw -494432.747930 + Penalty 4038.030138 = -490394.717793
  nChanged 54
		SP:Iteration 27Q (7979.080000 sec): 3 clusters
  Score: Raw -494490.495608 + Penalty 4038.030138 = -490452.465470
  nChanged 55
		SP:Iteration 28Q (7979.090000 sec): 3 clusters
  Score: Raw -494555.503098 + Penalty 4038.030138 = -490517.472960
  nChanged 67
		SP:Iteration 29Q (7979.100000 sec): 3 clusters
  Score: Raw -494630.220941 + Penalty 4038.030138 = -490592.190803
  nChanged 71
		SP:Iteration 30Q (7979.110000 sec): 3 clusters
  Score: Raw -494711.420957 + Penalty 4038.030138 = -490673.390820
  nChanged 62
		SP:Iteration 31Q (7979.120000 sec): 3 clusters
  Score: Raw -494770.947646 + Penalty 4038.030138 = -490732.917509
  nChanged 58
		SP:Iteration 32Q (7979.140000 sec): 3 clusters
  Score: Raw -494832.395004 + Penalty 4038.030138 = -490794.364866
  nChanged 64
		SP:Iteration 33Q (7979.140000 sec): 3 clusters
  Score: Raw -494907.699162 + Penalty 4038.030138 = -490869.669025
  nChanged 62
		SP:Iteration 34Q (7979.160000 sec): 3 clusters
  Score: Raw -494970.843734 + Penalty 4038.030138 = -490932.813596
  nChanged 58
		SP:Iteration 35Q (7979.170000 sec): 3 clusters
  Score: Raw -495046.809898 + Penalty 4038.030138 = -491008.779760
  nChanged 60
		SP:Iteration 36Q (7979.180000 sec): 3 clusters
  Score: Raw -495111.757056 + Penalty 4038.030138 = -491073.726919
  nChanged 53
		SP:Iteration 37Q (7979.190000 sec): 3 clusters
  Score: Raw -495170.612524 + Penalty 4038.030138 = -491132.582387
  nChanged 57
		SP:Iteration 38Q (7979.200000 sec): 3 clusters
  Score: Raw -495235.146680 + Penalty 4038.030138 = -491197.116543
  nChanged 54
		SP:Iteration 39Q (7979.210000 sec): 3 clusters
  Score: Raw -495290.329435 + Penalty 4038.030138 = -491252.299297
  nChanged 46
		SP:Iteration 40F (7979.220000 sec): 3 clusters
  Score: Raw -495331.522808 + Penalty 4038.030138 = -491293.492671
  nChanged 36
		SP:Iteration 41Q (7979.230000 sec): 3 clusters
  Score: Raw -495357.020161 + Penalty 4038.030138 = -491318.990023
  nChanged 27
		SP:Iteration 42Q (7979.240000 sec): 3 clusters
  Score: Raw -495378.693271 + Penalty 4038.030138 = -491340.663133
  nChanged 29
		SP:Iteration 43Q (7979.250000 sec): 3 clusters
  Score: Raw -495399.531162 + Penalty 4038.030138 = -491361.501025
  nChanged 24
		SP:Iteration 44Q (7979.260000 sec): 3 clusters
  Score: Raw -495418.122511 + Penalty 4038.030138 = -491380.092374
  nChanged 25
		SP:Iteration 45Q (7979.270000 sec): 3 clusters
  Score: Raw -495432.330966 + Penalty 4038.030138 = -491394.300828
  nChanged 15
		SP:Iteration 46Q (7979.280000 sec): 3 clusters
  Score: Raw -495442.464492 + Penalty 4038.030138 = -491404.434354
  nChanged 15
		SP:Iteration 47Q (7979.290000 sec): 3 clusters
  Score: Raw -495450.143356 + Penalty 4038.030138 = -491412.113219
  nChanged 9
		SP:Iteration 48Q (7979.300000 sec): 3 clusters
  Score: Raw -495455.015617 + Penalty 4038.030138 = -491416.985479
  nChanged 14
		SP:Iteration 49Q (7979.310000 sec): 3 clusters
  Score: Raw -495462.010793 + Penalty 4038.030138 = -491423.980656
  nChanged 16
		SP:Iteration 50Q (7979.320000 sec): 3 clusters
  Score: Raw -495471.198193 + Penalty 4038.030138 = -491433.168055
  nChanged 17
		SP:Iteration 51Q (7979.330000 sec): 3 clusters
  Score: Raw -495481.034828 + Penalty 4038.030138 = -491443.004691
  nChanged 15
		SP:Iteration 52Q (7979.340000 sec): 3 clusters
  Score: Raw -495488.987465 + Penalty 4038.030138 = -491450.957328
  nChanged 15
		SP:Iteration 53Q (7979.350000 sec): 3 clusters
  Score: Raw -495499.555362 + Penalty 4038.030138 = -491461.525224
  nChanged 15
		SP:Iteration 54Q (7979.360000 sec): 3 clusters
  Score: Raw -495510.290041 + Penalty 4038.030138 = -491472.259903
  nChanged 24
		SP:Iteration 55Q (7979.370000 sec): 3 clusters
  Score: Raw -495526.818153 + Penalty 4038.030138 = -491488.788016
  nChanged 23
		SP:Iteration 56Q (7979.380000 sec): 3 clusters
  Score: Raw -495541.455978 + Penalty 4038.030138 = -491503.425840
  nChanged 26
		SP:Iteration 57Q (7979.390000 sec): 3 clusters
  Score: Raw -495559.470269 + Penalty 4038.030138 = -491521.440132
  nChanged 23
		SP:Iteration 58Q (7979.400000 sec): 3 clusters
  Score: Raw -495570.937447 + Penalty 4038.030138 = -491532.907309
  nChanged 25
		SP:Iteration 59Q (7979.400000 sec): 3 clusters
  Score: Raw -495586.927040 + Penalty 4038.030138 = -491548.896902
  nChanged 23
		SP:Iteration 60F (7979.420000 sec): 3 clusters
  Score: Raw -495599.841203 + Penalty 4038.030138 = -491561.811065
  nChanged 21
		SP:Iteration 61Q (7979.430000 sec): 3 clusters
  Score: Raw -495609.467079 + Penalty 4038.030138 = -491571.436941
  nChanged 16
		SP:Iteration 62Q (7979.440000 sec): 3 clusters
  Score: Raw -495619.325031 + Penalty 4038.030138 = -491581.294894
  nChanged 20
		SP:Iteration 63Q (7979.450000 sec): 3 clusters
  Score: Raw -495631.194066 + Penalty 4038.030138 = -491593.163928
  nChanged 20
		SP:Iteration 64Q (7979.460000 sec): 3 clusters
  Score: Raw -495642.172140 + Penalty 4038.030138 = -491604.142003
  nChanged 21
		SP:Iteration 65Q (7979.470000 sec): 3 clusters
  Score: Raw -495656.761016 + Penalty 4038.030138 = -491618.730878
  nChanged 28
		SP:Iteration 66Q (7979.480000 sec): 3 clusters
  Score: Raw -495673.065733 + Penalty 4038.030138 = -491635.035595
  nChanged 13
		SP:Iteration 67Q (7979.480000 sec): 3 clusters
  Score: Raw -495678.199564 + Penalty 4038.030138 = -491640.169427
  nChanged 12
		SP:Iteration 68Q (7979.500000 sec): 3 clusters
  Score: Raw -495683.140682 + Penalty 4038.030138 = -491645.110544
  nChanged 9
		SP:Iteration 69Q (7979.500000 sec): 3 clusters
  Score: Raw -495687.099155 + Penalty 4038.030138 = -491649.069017
  nChanged 11
		SP:Iteration 70Q (7979.520000 sec): 3 clusters
  Score: Raw -495692.923712 + Penalty 4038.030138 = -491654.893574
  nChanged 7
		SP:Iteration 71Q (7979.520000 sec): 3 clusters
  Score: Raw -495695.387123 + Penalty 4038.030138 = -491657.356986
  nChanged 4
		SP:Iteration 72Q (7979.540000 sec): 3 clusters
  Score: Raw -495696.323017 + Penalty 4038.030138 = -491658.292879
  nChanged 4
		SP:Iteration 73Q (7979.540000 sec): 3 clusters
  Score: Raw -495698.653608 + Penalty 4038.030138 = -491660.623471
  nChanged 4
		SP:Iteration 74Q (7979.550000 sec): 3 clusters
  Score: Raw -495699.756626 + Penalty 4038.030138 = -491661.726489
  nChanged 2
		SP:Iteration 75Q (7979.560000 sec): 3 clusters
  Score: Raw -495700.405712 + Penalty 4038.030138 = -491662.375575
  nChanged 1
		SP:Iteration 76Q (7979.570000 sec): 3 clusters
  Score: Raw -495700.791672 + Penalty 4038.030138 = -491662.761535
  nChanged 0
		SP:Iteration 77F (7979.580000 sec): 3 clusters
  Score: Raw -495700.791672 + Penalty 4038.030138 = -491662.761535
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7979.590000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7979.590000 sec): 3 clusters
  Score: Raw -126932.008126 + Penalty 3350.283633 = -123581.724493
  nChanged 196
		SP:Iteration 1F (7979.600000 sec): 3 clusters
  Score: Raw -127170.224296 + Penalty 3350.283633 = -123819.940663
  nChanged 50
		SP:Iteration 2F (7979.600000 sec): 3 clusters
  Score: Raw -127242.146901 + Penalty 3350.283633 = -123891.863268
  nChanged 26
		SP:Iteration 3Q (7979.600000 sec): 3 clusters
  Score: Raw -127278.054173 + Penalty 3350.283633 = -123927.770540
  nChanged 16
		SP:Iteration 4Q (7979.600000 sec): 3 clusters
  Score: Raw -127299.200062 + Penalty 3350.283633 = -123948.916428
  nChanged 5
		SP:Iteration 5Q (7979.610000 sec): 3 clusters
  Score: Raw -127303.721129 + Penalty 3350.283633 = -123953.437495
  nChanged 3
		SP:Iteration 6Q (7979.610000 sec): 3 clusters
  Score: Raw -127308.869344 + Penalty 3350.283633 = -123958.585710
  nChanged 6
		SP:Iteration 7Q (7979.610000 sec): 3 clusters
  Score: Raw -127317.491199 + Penalty 3350.283633 = -123967.207566
  nChanged 3
		SP:Iteration 8Q (7979.620000 sec): 3 clusters
  Score: Raw -127324.951543 + Penalty 3350.283633 = -123974.667910
  nChanged 5
		SP:Iteration 9Q (7979.620000 sec): 3 clusters
  Score: Raw -127348.121852 + Penalty 3350.283633 = -123997.838219
  nChanged 10
		SP:Iteration 10Q (7979.620000 sec): 3 clusters
  Score: Raw -127368.544450 + Penalty 3350.283633 = -124018.260816
  nChanged 9
		SP:Iteration 11Q (7979.620000 sec): 3 clusters
  Score: Raw -127391.534365 + Penalty 3350.283633 = -124041.250732
  nChanged 11
		SP:Iteration 12Q (7979.630000 sec): 3 clusters
  Score: Raw -127409.750023 + Penalty 3350.283633 = -124059.466390
  nChanged 7
		SP:Iteration 13Q (7979.630000 sec): 3 clusters
  Score: Raw -127420.611400 + Penalty 3350.283633 = -124070.327766
  nChanged 3
		SP:Iteration 14Q (7979.630000 sec): 3 clusters
  Score: Raw -127424.359074 + Penalty 3350.283633 = -124074.075440
  nChanged 0
		SP:Iteration 15F (7979.640000 sec): 3 clusters
  Score: Raw -127424.359074 + Penalty 3350.283633 = -124074.075440
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7979.640000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7979.640000 sec): 3 clusters
  Score: Raw -33681.667464 + Penalty 2756.186719 = -30925.480745
  nChanged 29
		SP:Iteration 1F (7979.640000 sec): 3 clusters
  Score: Raw -33893.724015 + Penalty 2756.186719 = -31137.537296
  nChanged 14
		SP:Iteration 2F (7979.640000 sec): 3 clusters
  Score: Raw -33949.642454 + Penalty 2756.186719 = -31193.455736
  nChanged 6
		SP:Iteration 3Q (7979.640000 sec): 3 clusters
  Score: Raw -33990.146112 + Penalty 2756.186719 = -31233.959393
  nChanged 9
		SP:Iteration 4Q (7979.640000 sec): 3 clusters
  Score: Raw -34040.794399 + Penalty 2756.186719 = -31284.607680
  nChanged 6
		SP:Iteration 5Q (7979.640000 sec): 3 clusters
  Score: Raw -34063.077121 + Penalty 2756.186719 = -31306.890402
  nChanged 5
		SP:Iteration 6Q (7979.640000 sec): 3 clusters
  Score: Raw -34084.395105 + Penalty 2756.186719 = -31328.208387
  nChanged 3
		SP:Iteration 7Q (7979.640000 sec): 3 clusters
  Score: Raw -34100.221766 + Penalty 2756.186719 = -31344.035047
  nChanged 3
		SP:Iteration 8Q (7979.650000 sec): 3 clusters
  Score: Raw -34118.080677 + Penalty 2756.186719 = -31361.893958
  nChanged 5
		SP:Iteration 9Q (7979.650000 sec): 3 clusters
  Score: Raw -34167.136285 + Penalty 2756.186719 = -31410.949566
  nChanged 4
		SP:Iteration 10Q (7979.650000 sec): 3 clusters
  Score: Raw -34200.873541 + Penalty 2756.186719 = -31444.686822
  nChanged 1
		SP:Iteration 11Q (7979.650000 sec): 3 clusters
  Score: Raw -34203.403186 + Penalty 2756.186719 = -31447.216467
  nChanged 0
		SP:Iteration 12F (7979.650000 sec): 3 clusters
  Score: Raw -34203.403186 + Penalty 2756.186719 = -31447.216467
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13788 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7979.700000 sec): 2 clusters
  Score: Raw -2058082.362425 + Penalty 2363.825374 = -2055718.537051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7979.740000 sec): 3 clusters
  Score: Raw -2050517.711847 + Penalty 4727.650748 = -2045790.061099
  nChanged 5837
		SP:Iteration 1F (7979.790000 sec): 3 clusters
  Score: Raw -2053649.847205 + Penalty 4727.650748 = -2048922.196457
  nChanged 820
		SP:Iteration 2F (7979.840000 sec): 3 clusters
  Score: Raw -2054000.198635 + Penalty 4727.650748 = -2049272.547887
  nChanged 706
		SP:Iteration 3F (7979.880000 sec): 3 clusters
  Score: Raw -2054297.846905 + Penalty 4727.650748 = -2049570.196156
  nChanged 614
		SP:Iteration 4Q (7979.930000 sec): 3 clusters
  Score: Raw -2054563.275196 + Penalty 4727.650748 = -2049835.624448
  nChanged 583
		SP:Iteration 5Q (7979.980000 sec): 3 clusters
  Score: Raw -2054863.079662 + Penalty 4727.650748 = -2050135.428914
  nChanged 634
		SP:Iteration 6Q (7980.020000 sec): 3 clusters
  Score: Raw -2055218.932458 + Penalty 4727.650748 = -2050491.281710
  nChanged 666
		SP:Iteration 7Q (7980.070000 sec): 3 clusters
  Score: Raw -2055632.445030 + Penalty 4727.650748 = -2050904.794282
  nChanged 691
		SP:Iteration 8F (7980.110000 sec): 3 clusters
  Score: Raw -2056103.346332 + Penalty 4727.650748 = -2051375.695584
  nChanged 690
		SP:Iteration 9F (7980.160000 sec): 3 clusters
  Score: Raw -2056619.512886 + Penalty 4727.650748 = -2051891.862138
  nChanged 609
		SP:Iteration 10Q (7980.200000 sec): 3 clusters
  Score: Raw -2057112.804694 + Penalty 4727.650748 = -2052385.153946
  nChanged 482
		SP:Iteration 11Q (7980.250000 sec): 3 clusters
  Score: Raw -2057519.139396 + Penalty 4727.650748 = -2052791.488648
  nChanged 349
		SP:Iteration 12Q (7980.300000 sec): 3 clusters
  Score: Raw -2057836.661696 + Penalty 4727.650748 = -2053109.010948
  nChanged 226
		SP:Iteration 13Q (7980.340000 sec): 3 clusters
  Score: Raw -2058045.141382 + Penalty 4727.650748 = -2053317.490634
  nChanged 124
		SP:Iteration 14Q (7980.380000 sec): 3 clusters
  Score: Raw -2058160.756316 + Penalty 4727.650748 = -2053433.105568
  nChanged 69
		SP:Iteration 15Q (7980.420000 sec): 3 clusters
  Score: Raw -2058234.925396 + Penalty 4727.650748 = -2053507.274648
  nChanged 55
		SP:Iteration 16Q (7980.450000 sec): 3 clusters
  Score: Raw -2058295.361067 + Penalty 4727.650748 = -2053567.710319
  nChanged 29
		SP:Iteration 17Q (7980.490000 sec): 3 clusters
  Score: Raw -2058336.375175 + Penalty 4727.650748 = -2053608.724427
  nChanged 24
		SP:Iteration 18Q (7980.520000 sec): 3 clusters
  Score: Raw -2058359.418331 + Penalty 4727.650748 = -2053631.767583
  nChanged 13
		SP:Iteration 19Q (7980.560000 sec): 3 clusters
  Score: Raw -2058370.142804 + Penalty 4727.650748 = -2053642.492056
  nChanged 10
		SP:Iteration 20F (7980.600000 sec): 3 clusters
  Score: Raw -2058379.503224 + Penalty 4727.650748 = -2053651.852476
  nChanged 6
		SP:Iteration 21Q (7980.640000 sec): 3 clusters
  Score: Raw -2058383.464023 + Penalty 4727.650748 = -2053655.813275
  nChanged 5
		SP:Iteration 22Q (7980.680000 sec): 3 clusters
  Score: Raw -2058388.666166 + Penalty 4727.650748 = -2053661.015418
  nChanged 2
		SP:Iteration 23Q (7980.710000 sec): 3 clusters
  Score: Raw -2058390.287230 + Penalty 4727.650748 = -2053662.636482
  nChanged 1
		SP:Iteration 24Q (7980.740000 sec): 3 clusters
  Score: Raw -2058390.778407 + Penalty 4727.650748 = -2053663.127659
  nChanged 3
		SP:Iteration 25Q (7980.780000 sec): 3 clusters
  Score: Raw -2058394.105858 + Penalty 4727.650748 = -2053666.455110
  nChanged 3
		SP:Iteration 26Q (7980.820000 sec): 3 clusters
  Score: Raw -2058397.729890 + Penalty 4727.650748 = -2053670.079142
  nChanged 4
		SP:Iteration 27Q (7980.850000 sec): 3 clusters
  Score: Raw -2058404.528737 + Penalty 4727.650748 = -2053676.877989
  nChanged 4
		SP:Iteration 28Q (7980.890000 sec): 3 clusters
  Score: Raw -2058407.324447 + Penalty 4727.650748 = -2053679.673698
  nChanged 4
		SP:Iteration 29Q (7980.920000 sec): 3 clusters
  Score: Raw -2058413.386571 + Penalty 4727.650748 = -2053685.735823
  nChanged 1
		SP:Iteration 30Q (7980.960000 sec): 3 clusters
  Score: Raw -2058413.828581 + Penalty 4727.650748 = -2053686.177833
  nChanged 1
		SP:Iteration 31Q (7980.990000 sec): 3 clusters
  Score: Raw -2058414.531223 + Penalty 4727.650748 = -2053686.880474
  nChanged 0
		SP:Iteration 32F (7981.040000 sec): 3 clusters
  Score: Raw -2058414.531223 + Penalty 4727.650748 = -2053686.880474
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7981.280000 sec): 2 clusters
  Score: Raw -10201194.362927 + Penalty 2765.891272 = -10198428.471655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7981.540000 sec): 3 clusters
  Score: Raw -10156999.761627 + Penalty 5531.782545 = -10151467.979082
  nChanged 32802
		SP:Iteration 1F (7981.800000 sec): 3 clusters
  Score: Raw -10175462.629249 + Penalty 5531.782545 = -10169930.846705
  nChanged 2587
		SP:Iteration 2Q (7982.060000 sec): 3 clusters
  Score: Raw -10176123.660481 + Penalty 5531.782545 = -10170591.877936
  nChanged 2626
		SP:Iteration 3Q (7982.310000 sec): 3 clusters
  Score: Raw -10176941.918741 + Penalty 5531.782545 = -10171410.136197
  nChanged 3085
		SP:Iteration 4Q (7982.560000 sec): 3 clusters
  Score: Raw -10178104.838421 + Penalty 5531.782545 = -10172573.055877
  nChanged 3680
		SP:Iteration 5F (7982.820000 sec): 3 clusters
  Score: Raw -10179885.061797 + Penalty 5531.782545 = -10174353.279252
  nChanged 4361
		SP:Iteration 6F (7983.080000 sec): 3 clusters
  Score: Raw -10182490.198101 + Penalty 5531.782545 = -10176958.415556
  nChanged 4968
		SP:Iteration 7F (7983.330000 sec): 3 clusters
  Score: Raw -10186019.288279 + Penalty 5531.782545 = -10180487.505734
  nChanged 5201
		SP:Iteration 8F (7983.580000 sec): 3 clusters
  Score: Raw -10190222.309229 + Penalty 5531.782545 = -10184690.526684
  nChanged 4614
		SP:Iteration 9F (7983.820000 sec): 3 clusters
  Score: Raw -10194177.932705 + Penalty 5531.782545 = -10188646.150161
  nChanged 3562
		SP:Iteration 10F (7984.070000 sec): 3 clusters
  Score: Raw -10197327.785761 + Penalty 5531.782545 = -10191796.003216
  nChanged 2361
		SP:Iteration 11Q (7984.320000 sec): 3 clusters
  Score: Raw -10199472.106760 + Penalty 5531.782545 = -10193940.324215
  nChanged 1273
		SP:Iteration 12Q (7984.560000 sec): 3 clusters
  Score: Raw -10200568.794043 + Penalty 5531.782545 = -10195037.011498
  nChanged 564
		SP:Iteration 13Q (7984.760000 sec): 3 clusters
  Score: Raw -10201021.674154 + Penalty 5531.782545 = -10195489.891609
  nChanged 266
		SP:Iteration 14Q (7984.960000 sec): 3 clusters
  Score: Raw -10201244.813867 + Penalty 5531.782545 = -10195713.031323
  nChanged 147
		SP:Iteration 15Q (7985.150000 sec): 3 clusters
  Score: Raw -10201367.940779 + Penalty 5531.782545 = -10195836.158234
  nChanged 103
		SP:Iteration 16Q (7985.340000 sec): 3 clusters
  Score: Raw -10201458.425343 + Penalty 5531.782545 = -10195926.642798
  nChanged 64
		SP:Iteration 17Q (7985.520000 sec): 3 clusters
  Score: Raw -10201509.070947 + Penalty 5531.782545 = -10195977.288402
  nChanged 37
		SP:Iteration 18Q (7985.700000 sec): 3 clusters
  Score: Raw -10201537.578247 + Penalty 5531.782545 = -10196005.795703
  nChanged 31
		SP:Iteration 19Q (7985.880000 sec): 3 clusters
  Score: Raw -10201558.055150 + Penalty 5531.782545 = -10196026.272605
  nChanged 15
		SP:Iteration 20F (7986.120000 sec): 3 clusters
  Score: Raw -10201567.094540 + Penalty 5531.782545 = -10196035.311995
  nChanged 10
		SP:Iteration 21Q (7986.300000 sec): 3 clusters
  Score: Raw -10201575.634751 + Penalty 5531.782545 = -10196043.852206
  nChanged 7
		SP:Iteration 22Q (7986.490000 sec): 3 clusters
  Score: Raw -10201581.609152 + Penalty 5531.782545 = -10196049.826607
  nChanged 9
		SP:Iteration 23Q (7986.660000 sec): 3 clusters
  Score: Raw -10201590.509891 + Penalty 5531.782545 = -10196058.727347
  nChanged 10
		SP:Iteration 24Q (7986.840000 sec): 3 clusters
  Score: Raw -10201597.497149 + Penalty 5531.782545 = -10196065.714605
  nChanged 1
		SP:Iteration 25Q (7987.020000 sec): 3 clusters
  Score: Raw -10201598.796791 + Penalty 5531.782545 = -10196067.014247
  nChanged 2
		SP:Iteration 26Q (7987.200000 sec): 3 clusters
  Score: Raw -10201600.593931 + Penalty 5531.782545 = -10196068.811386
  nChanged 3
		SP:Iteration 27Q (7987.380000 sec): 3 clusters
  Score: Raw -10201602.135550 + Penalty 5531.782545 = -10196070.353006
  nChanged 2
		SP:Iteration 28Q (7987.560000 sec): 3 clusters
  Score: Raw -10201605.346746 + Penalty 5531.782545 = -10196073.564201
  nChanged 2
		SP:Iteration 29Q (7987.730000 sec): 3 clusters
  Score: Raw -10201608.136967 + Penalty 5531.782545 = -10196076.354422
  nChanged 2
		SP:Iteration 30Q (7987.910000 sec): 3 clusters
  Score: Raw -10201610.034265 + Penalty 5531.782545 = -10196078.251720
  nChanged 1
		SP:Iteration 31Q (7988.090000 sec): 3 clusters
  Score: Raw -10201610.384964 + Penalty 5531.782545 = -10196078.602419
  nChanged 1
		SP:Iteration 32Q (7988.280000 sec): 3 clusters
  Score: Raw -10201611.102427 + Penalty 5531.782545 = -10196079.319882
  nChanged 2
		SP:Iteration 33Q (7988.450000 sec): 3 clusters
  Score: Raw -10201611.743937 + Penalty 5531.782545 = -10196079.961392
  nChanged 1
		SP:Iteration 34Q (7988.630000 sec): 3 clusters
  Score: Raw -10201612.011507 + Penalty 5531.782545 = -10196080.228962
  nChanged 0
		SP:Iteration 35F (7988.880000 sec): 3 clusters
  Score: Raw -10201612.011507 + Penalty 5531.782545 = -10196080.228962
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7988.920000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7988.930000 sec): 3 clusters
  Score: Raw -385273.985994 + Penalty 3923.652944 = -381350.333050
  nChanged 919
		SP:Iteration 1F (7988.940000 sec): 3 clusters
  Score: Raw -385847.332885 + Penalty 3923.652944 = -381923.679942
  nChanged 176
		SP:Iteration 2F (7988.940000 sec): 3 clusters
  Score: Raw -385963.051473 + Penalty 3923.652944 = -382039.398530
  nChanged 102
		SP:Iteration 3Q (7988.950000 sec): 3 clusters
  Score: Raw -386034.182361 + Penalty 3923.652944 = -382110.529417
  nChanged 71
		SP:Iteration 4Q (7988.960000 sec): 3 clusters
  Score: Raw -386083.912087 + Penalty 3923.652944 = -382160.259143
  nChanged 56
		SP:Iteration 5Q (7988.970000 sec): 3 clusters
  Score: Raw -386109.545980 + Penalty 3923.652944 = -382185.893036
  nChanged 30
		SP:Iteration 6Q (7988.980000 sec): 3 clusters
  Score: Raw -386127.050091 + Penalty 3923.652944 = -382203.397147
  nChanged 31
		SP:Iteration 7Q (7988.990000 sec): 3 clusters
  Score: Raw -386142.066127 + Penalty 3923.652944 = -382218.413184
  nChanged 32
		SP:Iteration 8Q (7989.000000 sec): 3 clusters
  Score: Raw -386162.342609 + Penalty 3923.652944 = -382238.689666
  nChanged 33
		SP:Iteration 9Q (7989.010000 sec): 3 clusters
  Score: Raw -386180.653058 + Penalty 3923.652944 = -382257.000115
  nChanged 24
		SP:Iteration 10Q (7989.020000 sec): 3 clusters
  Score: Raw -386192.968529 + Penalty 3923.652944 = -382269.315586
  nChanged 24
		SP:Iteration 11Q (7989.030000 sec): 3 clusters
  Score: Raw -386208.143214 + Penalty 3923.652944 = -382284.490270
  nChanged 19
		SP:Iteration 12Q (7989.040000 sec): 3 clusters
  Score: Raw -386217.759332 + Penalty 3923.652944 = -382294.106389
  nChanged 17
		SP:Iteration 13Q (7989.050000 sec): 3 clusters
  Score: Raw -386226.629595 + Penalty 3923.652944 = -382302.976651
  nChanged 16
		SP:Iteration 14Q (7989.060000 sec): 3 clusters
  Score: Raw -386235.253919 + Penalty 3923.652944 = -382311.600975
  nChanged 18
		SP:Iteration 15Q (7989.060000 sec): 3 clusters
  Score: Raw -386245.778859 + Penalty 3923.652944 = -382322.125916
  nChanged 20
		SP:Iteration 16Q (7989.070000 sec): 3 clusters
  Score: Raw -386256.302266 + Penalty 3923.652944 = -382332.649323
  nChanged 10
		SP:Iteration 17Q (7989.080000 sec): 3 clusters
  Score: Raw -386262.480460 + Penalty 3923.652944 = -382338.827517
  nChanged 10
		SP:Iteration 18Q (7989.090000 sec): 3 clusters
  Score: Raw -386266.437475 + Penalty 3923.652944 = -382342.784531
  nChanged 8
		SP:Iteration 19Q (7989.100000 sec): 3 clusters
  Score: Raw -386270.150864 + Penalty 3923.652944 = -382346.497920
  nChanged 4
		SP:Iteration 20F (7989.110000 sec): 3 clusters
  Score: Raw -386271.182298 + Penalty 3923.652944 = -382347.529355
  nChanged 5
		SP:Iteration 21Q (7989.120000 sec): 3 clusters
  Score: Raw -386273.461961 + Penalty 3923.652944 = -382349.809017
  nChanged 6
		SP:Iteration 22Q (7989.130000 sec): 3 clusters
  Score: Raw -386275.802899 + Penalty 3923.652944 = -382352.149956
  nChanged 6
		SP:Iteration 23Q (7989.140000 sec): 3 clusters
  Score: Raw -386279.808703 + Penalty 3923.652944 = -382356.155760
  nChanged 6
		SP:Iteration 24Q (7989.150000 sec): 3 clusters
  Score: Raw -386282.812719 + Penalty 3923.652944 = -382359.159775
  nChanged 8
		SP:Iteration 25Q (7989.160000 sec): 3 clusters
  Score: Raw -386287.114139 + Penalty 3923.652944 = -382363.461196
  nChanged 8
		SP:Iteration 26Q (7989.160000 sec): 3 clusters
  Score: Raw -386290.699950 + Penalty 3923.652944 = -382367.047007
  nChanged 6
		SP:Iteration 27Q (7989.180000 sec): 3 clusters
  Score: Raw -386293.151072 + Penalty 3923.652944 = -382369.498129
  nChanged 7
		SP:Iteration 28Q (7989.180000 sec): 3 clusters
  Score: Raw -386297.160893 + Penalty 3923.652944 = -382373.507949
  nChanged 12
		SP:Iteration 29Q (7989.190000 sec): 3 clusters
  Score: Raw -386305.773462 + Penalty 3923.652944 = -382382.120519
  nChanged 11
		SP:Iteration 30Q (7989.200000 sec): 3 clusters
  Score: Raw -386312.855621 + Penalty 3923.652944 = -382389.202677
  nChanged 11
		SP:Iteration 31Q (7989.210000 sec): 3 clusters
  Score: Raw -386319.542888 + Penalty 3923.652944 = -382395.889944
  nChanged 12
		SP:Iteration 32Q (7989.220000 sec): 3 clusters
  Score: Raw -386326.795795 + Penalty 3923.652944 = -382403.142851
  nChanged 7
		SP:Iteration 33Q (7989.230000 sec): 3 clusters
  Score: Raw -386330.148800 + Penalty 3923.652944 = -382406.495856
  nChanged 5
		SP:Iteration 34Q (7989.240000 sec): 3 clusters
  Score: Raw -386333.451203 + Penalty 3923.652944 = -382409.798259
  nChanged 7
		SP:Iteration 35Q (7989.250000 sec): 3 clusters
  Score: Raw -386338.006086 + Penalty 3923.652944 = -382414.353142
  nChanged 6
		SP:Iteration 36Q (7989.260000 sec): 3 clusters
  Score: Raw -386339.737924 + Penalty 3923.652944 = -382416.084980
  nChanged 0
		SP:Iteration 37F (7989.260000 sec): 3 clusters
  Score: Raw -386339.737924 + Penalty 3923.652944 = -382416.084980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7989.270000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7989.280000 sec): 3 clusters
  Score: Raw -168814.713196 + Penalty 3494.272938 = -165320.440258
  nChanged 314
		SP:Iteration 1F (7989.280000 sec): 3 clusters
  Score: Raw -169137.198231 + Penalty 3494.272938 = -165642.925292
  nChanged 76
		SP:Iteration 2F (7989.280000 sec): 3 clusters
  Score: Raw -169225.045796 + Penalty 3494.272938 = -165730.772858
  nChanged 33
		SP:Iteration 3Q (7989.290000 sec): 3 clusters
  Score: Raw -169261.155565 + Penalty 3494.272938 = -165766.882627
  nChanged 19
		SP:Iteration 4Q (7989.290000 sec): 3 clusters
  Score: Raw -169284.663245 + Penalty 3494.272938 = -165790.390307
  nChanged 10
		SP:Iteration 5Q (7989.290000 sec): 3 clusters
  Score: Raw -169298.966679 + Penalty 3494.272938 = -165804.693741
  nChanged 13
		SP:Iteration 6Q (7989.300000 sec): 3 clusters
  Score: Raw -169314.941428 + Penalty 3494.272938 = -165820.668490
  nChanged 3
		SP:Iteration 7Q (7989.300000 sec): 3 clusters
  Score: Raw -169317.233273 + Penalty 3494.272938 = -165822.960335
  nChanged 1
		SP:Iteration 8Q (7989.300000 sec): 3 clusters
  Score: Raw -169318.104373 + Penalty 3494.272938 = -165823.831435
  nChanged 1
		SP:Iteration 9Q (7989.310000 sec): 3 clusters
  Score: Raw -169319.085341 + Penalty 3494.272938 = -165824.812403
  nChanged 3
		SP:Iteration 10Q (7989.310000 sec): 3 clusters
  Score: Raw -169322.218925 + Penalty 3494.272938 = -165827.945987
  nChanged 3
		SP:Iteration 11Q (7989.320000 sec): 3 clusters
  Score: Raw -169325.641208 + Penalty 3494.272938 = -165831.368270
  nChanged 1
		SP:Iteration 12Q (7989.320000 sec): 3 clusters
  Score: Raw -169326.239958 + Penalty 3494.272938 = -165831.967020
  nChanged 1
		SP:Iteration 13Q (7989.320000 sec): 3 clusters
  Score: Raw -169327.132636 + Penalty 3494.272938 = -165832.859698
  nChanged 1
		SP:Iteration 14Q (7989.330000 sec): 3 clusters
  Score: Raw -169328.058997 + Penalty 3494.272938 = -165833.786059
  nChanged 2
		SP:Iteration 15Q (7989.330000 sec): 3 clusters
  Score: Raw -169330.560320 + Penalty 3494.272938 = -165836.287382
  nChanged 2
		SP:Iteration 16Q (7989.340000 sec): 3 clusters
  Score: Raw -169332.690646 + Penalty 3494.272938 = -165838.417707
  nChanged 1
		SP:Iteration 17Q (7989.340000 sec): 3 clusters
  Score: Raw -169333.315918 + Penalty 3494.272938 = -165839.042980
  nChanged 0
		SP:Iteration 18F (7989.340000 sec): 3 clusters
  Score: Raw -169333.315918 + Penalty 3494.272938 = -165839.042980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7989.350000 sec): 2 clusters
  Score: Raw -257203.131277 + Penalty 1864.614590 = -255338.516687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7989.360000 sec): 3 clusters
  Score: Raw -256694.228034 + Penalty 3729.229180 = -252964.998855
  nChanged 622
		SP:Iteration 1F (7989.360000 sec): 3 clusters
  Score: Raw -257621.444510 + Penalty 3729.229180 = -253892.215330
  nChanged 236
		SP:Iteration 2F (7989.370000 sec): 3 clusters
  Score: Raw -258143.303788 + Penalty 3729.229180 = -254414.074609
  nChanged 167
		SP:Iteration 3F (7989.380000 sec): 3 clusters
  Score: Raw -258445.445594 + Penalty 3729.229180 = -254716.216415
  nChanged 107
		SP:Iteration 4F (7989.380000 sec): 3 clusters
  Score: Raw -258610.158495 + Penalty 3729.229180 = -254880.929316
  nChanged 73
		SP:Iteration 5Q (7989.390000 sec): 3 clusters
  Score: Raw -258721.770502 + Penalty 3729.229180 = -254992.541323
  nChanged 38
		SP:Iteration 6Q (7989.390000 sec): 3 clusters
  Score: Raw -258787.300336 + Penalty 3729.229180 = -255058.071157
  nChanged 28
		SP:Iteration 7Q (7989.400000 sec): 3 clusters
  Score: Raw -258838.499784 + Penalty 3729.229180 = -255109.270605
  nChanged 15
		SP:Iteration 8Q (7989.400000 sec): 3 clusters
  Score: Raw -258865.658867 + Penalty 3729.229180 = -255136.429688
  nChanged 15
		SP:Iteration 9Q (7989.410000 sec): 3 clusters
  Score: Raw -258887.348466 + Penalty 3729.229180 = -255158.119287
  nChanged 9
		SP:Iteration 10Q (7989.420000 sec): 3 clusters
  Score: Raw -258895.786035 + Penalty 3729.229180 = -255166.556856
  nChanged 5
		SP:Iteration 11Q (7989.420000 sec): 3 clusters
  Score: Raw -258901.921112 + Penalty 3729.229180 = -255172.691932
  nChanged 4
		SP:Iteration 12Q (7989.430000 sec): 3 clusters
  Score: Raw -258904.558100 + Penalty 3729.229180 = -255175.328921
  nChanged 3
		SP:Iteration 13Q (7989.430000 sec): 3 clusters
  Score: Raw -258909.016185 + Penalty 3729.229180 = -255179.787006
  nChanged 3
		SP:Iteration 14Q (7989.440000 sec): 3 clusters
  Score: Raw -258910.669789 + Penalty 3729.229180 = -255181.440610
  nChanged 1
		SP:Iteration 15Q (7989.440000 sec): 3 clusters
  Score: Raw -258911.485793 + Penalty 3729.229180 = -255182.256613
  nChanged 0
		SP:Iteration 16F (7989.450000 sec): 3 clusters
  Score: Raw -258911.485793 + Penalty 3729.229180 = -255182.256613
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10876 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7989.480000 sec): 2 clusters
  Score: Raw -1661921.867796 + Penalty 2304.989824 = -1659616.877973
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7989.520000 sec): 3 clusters
  Score: Raw -1655923.550001 + Penalty 4609.979648 = -1651313.570353
  nChanged 4579
		SP:Iteration 1F (7989.560000 sec): 3 clusters
  Score: Raw -1658317.625542 + Penalty 4609.979648 = -1653707.645894
  nChanged 691
		SP:Iteration 2F (7989.600000 sec): 3 clusters
  Score: Raw -1658587.145613 + Penalty 4609.979648 = -1653977.165965
  nChanged 481
		SP:Iteration 3Q (7989.640000 sec): 3 clusters
  Score: Raw -1658764.647978 + Penalty 4609.979648 = -1654154.668331
  nChanged 378
		SP:Iteration 4Q (7989.680000 sec): 3 clusters
  Score: Raw -1658908.498848 + Penalty 4609.979648 = -1654298.519200
  nChanged 322
		SP:Iteration 5Q (7989.720000 sec): 3 clusters
  Score: Raw -1659028.802603 + Penalty 4609.979648 = -1654418.822955
  nChanged 289
		SP:Iteration 6Q (7989.750000 sec): 3 clusters
  Score: Raw -1659152.827409 + Penalty 4609.979648 = -1654542.847762
  nChanged 292
		SP:Iteration 7Q (7989.790000 sec): 3 clusters
  Score: Raw -1659288.811065 + Penalty 4609.979648 = -1654678.831418
  nChanged 332
		SP:Iteration 8Q (7989.830000 sec): 3 clusters
  Score: Raw -1659430.351067 + Penalty 4609.979648 = -1654820.371419
  nChanged 326
		SP:Iteration 9Q (7989.870000 sec): 3 clusters
  Score: Raw -1659576.750564 + Penalty 4609.979648 = -1654966.770916
  nChanged 321
		SP:Iteration 10Q (7989.900000 sec): 3 clusters
  Score: Raw -1659732.396567 + Penalty 4609.979648 = -1655122.416919
  nChanged 314
		SP:Iteration 11Q (7989.940000 sec): 3 clusters
  Score: Raw -1659883.401700 + Penalty 4609.979648 = -1655273.422053
  nChanged 310
		SP:Iteration 12Q (7989.980000 sec): 3 clusters
  Score: Raw -1660028.880508 + Penalty 4609.979648 = -1655418.900861
  nChanged 329
		SP:Iteration 13Q (7990.010000 sec): 3 clusters
  Score: Raw -1660196.825528 + Penalty 4609.979648 = -1655586.845880
  nChanged 329
		SP:Iteration 14Q (7990.050000 sec): 3 clusters
  Score: Raw -1660371.300107 + Penalty 4609.979648 = -1655761.320459
  nChanged 340
		SP:Iteration 15Q (7990.090000 sec): 3 clusters
  Score: Raw -1660565.127143 + Penalty 4609.979648 = -1655955.147495
  nChanged 345
		SP:Iteration 16Q (7990.120000 sec): 3 clusters
  Score: Raw -1660786.267180 + Penalty 4609.979648 = -1656176.287532
  nChanged 345
		SP:Iteration 17Q (7990.160000 sec): 3 clusters
  Score: Raw -1661011.739431 + Penalty 4609.979648 = -1656401.759783
  nChanged 311
		SP:Iteration 18Q (7990.190000 sec): 3 clusters
  Score: Raw -1661230.490860 + Penalty 4609.979648 = -1656620.511212
  nChanged 294
		SP:Iteration 19Q (7990.230000 sec): 3 clusters
  Score: Raw -1661437.184403 + Penalty 4609.979648 = -1656827.204755
  nChanged 258
		SP:Iteration 20F (7990.260000 sec): 3 clusters
  Score: Raw -1661631.219221 + Penalty 4609.979648 = -1657021.239574
  nChanged 212
		SP:Iteration 21Q (7990.290000 sec): 3 clusters
  Score: Raw -1661778.049978 + Penalty 4609.979648 = -1657168.070330
  nChanged 146
		SP:Iteration 22Q (7990.330000 sec): 3 clusters
  Score: Raw -1661881.444586 + Penalty 4609.979648 = -1657271.464938
  nChanged 98
		SP:Iteration 23Q (7990.350000 sec): 3 clusters
  Score: Raw -1661946.457022 + Penalty 4609.979648 = -1657336.477375
  nChanged 77
		SP:Iteration 24Q (7990.390000 sec): 3 clusters
  Score: Raw -1662000.028310 + Penalty 4609.979648 = -1657390.048662
  nChanged 64
		SP:Iteration 25Q (7990.410000 sec): 3 clusters
  Score: Raw -1662048.126255 + Penalty 4609.979648 = -1657438.146607
  nChanged 48
		SP:Iteration 26Q (7990.440000 sec): 3 clusters
  Score: Raw -1662083.371688 + Penalty 4609.979648 = -1657473.392041
  nChanged 38
		SP:Iteration 27Q (7990.470000 sec): 3 clusters
  Score: Raw -1662113.592336 + Penalty 4609.979648 = -1657503.612689
  nChanged 38
		SP:Iteration 28Q (7990.500000 sec): 3 clusters
  Score: Raw -1662142.958036 + Penalty 4609.979648 = -1657532.978389
  nChanged 34
		SP:Iteration 29Q (7990.530000 sec): 3 clusters
  Score: Raw -1662172.273522 + Penalty 4609.979648 = -1657562.293874
  nChanged 32
		SP:Iteration 30Q (7990.550000 sec): 3 clusters
  Score: Raw -1662194.432449 + Penalty 4609.979648 = -1657584.452801
  nChanged 22
		SP:Iteration 31Q (7990.580000 sec): 3 clusters
  Score: Raw -1662212.362822 + Penalty 4609.979648 = -1657602.383174
  nChanged 18
		SP:Iteration 32Q (7990.610000 sec): 3 clusters
  Score: Raw -1662228.385526 + Penalty 4609.979648 = -1657618.405878
  nChanged 12
		SP:Iteration 33Q (7990.640000 sec): 3 clusters
  Score: Raw -1662236.214801 + Penalty 4609.979648 = -1657626.235153
  nChanged 6
		SP:Iteration 34Q (7990.670000 sec): 3 clusters
  Score: Raw -1662240.118811 + Penalty 4609.979648 = -1657630.139163
  nChanged 7
		SP:Iteration 35Q (7990.690000 sec): 3 clusters
  Score: Raw -1662246.241401 + Penalty 4609.979648 = -1657636.261754
  nChanged 5
		SP:Iteration 36Q (7990.720000 sec): 3 clusters
  Score: Raw -1662249.639084 + Penalty 4609.979648 = -1657639.659436
  nChanged 4
		SP:Iteration 37Q (7990.750000 sec): 3 clusters
  Score: Raw -1662251.551390 + Penalty 4609.979648 = -1657641.571742
  nChanged 2
		SP:Iteration 38Q (7990.770000 sec): 3 clusters
  Score: Raw -1662252.459603 + Penalty 4609.979648 = -1657642.479956
  nChanged 0
		SP:Iteration 39F (7990.810000 sec): 3 clusters
  Score: Raw -1662252.459603 + Penalty 4609.979648 = -1657642.479956
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7990.850000 sec): 2 clusters
  Score: Raw -1984739.000685 + Penalty 2369.497749 = -1982369.502936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7990.900000 sec): 3 clusters
  Score: Raw -1976818.362714 + Penalty 4738.995498 = -1972079.367216
  nChanged 6020
		SP:Iteration 1F (7990.950000 sec): 3 clusters
  Score: Raw -1979949.235580 + Penalty 4738.995498 = -1975210.240082
  nChanged 810
		SP:Iteration 2F (7991.000000 sec): 3 clusters
  Score: Raw -1980310.222713 + Penalty 4738.995498 = -1975571.227215
  nChanged 745
		SP:Iteration 3F (7991.050000 sec): 3 clusters
  Score: Raw -1980653.142993 + Penalty 4738.995498 = -1975914.147495
  nChanged 684
		SP:Iteration 4Q (7991.090000 sec): 3 clusters
  Score: Raw -1980967.958828 + Penalty 4738.995498 = -1976228.963330
  nChanged 628
		SP:Iteration 5Q (7991.140000 sec): 3 clusters
  Score: Raw -1981252.462712 + Penalty 4738.995498 = -1976513.467214
  nChanged 590
		SP:Iteration 6Q (7991.190000 sec): 3 clusters
  Score: Raw -1981547.591878 + Penalty 4738.995498 = -1976808.596380
  nChanged 587
		SP:Iteration 7Q (7991.240000 sec): 3 clusters
  Score: Raw -1981855.075512 + Penalty 4738.995498 = -1977116.080014
  nChanged 584
		SP:Iteration 8Q (7991.290000 sec): 3 clusters
  Score: Raw -1982169.352336 + Penalty 4738.995498 = -1977430.356838
  nChanged 575
		SP:Iteration 9Q (7991.340000 sec): 3 clusters
  Score: Raw -1982487.870707 + Penalty 4738.995498 = -1977748.875209
  nChanged 556
		SP:Iteration 10Q (7991.390000 sec): 3 clusters
  Score: Raw -1982789.190842 + Penalty 4738.995498 = -1978050.195344
  nChanged 475
		SP:Iteration 11Q (7991.430000 sec): 3 clusters
  Score: Raw -1983037.077846 + Penalty 4738.995498 = -1978298.082348
  nChanged 451
		SP:Iteration 12Q (7991.480000 sec): 3 clusters
  Score: Raw -1983284.792854 + Penalty 4738.995498 = -1978545.797356
  nChanged 405
		SP:Iteration 13Q (7991.530000 sec): 3 clusters
  Score: Raw -1983501.606355 + Penalty 4738.995498 = -1978762.610857
  nChanged 400
		SP:Iteration 14Q (7991.570000 sec): 3 clusters
  Score: Raw -1983761.452231 + Penalty 4738.995498 = -1979022.456733
  nChanged 371
		SP:Iteration 15Q (7991.620000 sec): 3 clusters
  Score: Raw -1983995.699535 + Penalty 4738.995498 = -1979256.704037
  nChanged 305
		SP:Iteration 16Q (7991.660000 sec): 3 clusters
  Score: Raw -1984190.500228 + Penalty 4738.995498 = -1979451.504730
  nChanged 252
		SP:Iteration 17Q (7991.710000 sec): 3 clusters
  Score: Raw -1984323.169831 + Penalty 4738.995498 = -1979584.174333
  nChanged 195
		SP:Iteration 18Q (7991.750000 sec): 3 clusters
  Score: Raw -1984441.306467 + Penalty 4738.995498 = -1979702.310969
  nChanged 163
		SP:Iteration 19Q (7991.790000 sec): 3 clusters
  Score: Raw -1984539.150060 + Penalty 4738.995498 = -1979800.154562
  nChanged 156
		SP:Iteration 20F (7991.840000 sec): 3 clusters
  Score: Raw -1984619.958313 + Penalty 4738.995498 = -1979880.962816
  nChanged 125
		SP:Iteration 21Q (7991.880000 sec): 3 clusters
  Score: Raw -1984688.714075 + Penalty 4738.995498 = -1979949.718577
  nChanged 121
		SP:Iteration 22Q (7991.920000 sec): 3 clusters
  Score: Raw -1984747.525684 + Penalty 4738.995498 = -1980008.530186
  nChanged 90
		SP:Iteration 23Q (7991.960000 sec): 3 clusters
  Score: Raw -1984787.109755 + Penalty 4738.995498 = -1980048.114257
  nChanged 73
		SP:Iteration 24Q (7992.000000 sec): 3 clusters
  Score: Raw -1984821.523277 + Penalty 4738.995498 = -1980082.527779
  nChanged 71
		SP:Iteration 25Q (7992.040000 sec): 3 clusters
  Score: Raw -1984851.764854 + Penalty 4738.995498 = -1980112.769356
  nChanged 68
		SP:Iteration 26Q (7992.080000 sec): 3 clusters
  Score: Raw -1984881.935756 + Penalty 4738.995498 = -1980142.940258
  nChanged 56
		SP:Iteration 27Q (7992.120000 sec): 3 clusters
  Score: Raw -1984903.630187 + Penalty 4738.995498 = -1980164.634689
  nChanged 43
		SP:Iteration 28Q (7992.150000 sec): 3 clusters
  Score: Raw -1984919.327375 + Penalty 4738.995498 = -1980180.331877
  nChanged 39
		SP:Iteration 29Q (7992.190000 sec): 3 clusters
  Score: Raw -1984931.833638 + Penalty 4738.995498 = -1980192.838140
  nChanged 28
		SP:Iteration 30Q (7992.230000 sec): 3 clusters
  Score: Raw -1984941.594662 + Penalty 4738.995498 = -1980202.599165
  nChanged 29
		SP:Iteration 31Q (7992.270000 sec): 3 clusters
  Score: Raw -1984950.825290 + Penalty 4738.995498 = -1980211.829792
  nChanged 37
		SP:Iteration 32Q (7992.310000 sec): 3 clusters
  Score: Raw -1984963.376261 + Penalty 4738.995498 = -1980224.380763
  nChanged 35
		SP:Iteration 33Q (7992.350000 sec): 3 clusters
  Score: Raw -1984974.859845 + Penalty 4738.995498 = -1980235.864348
  nChanged 27
		SP:Iteration 34Q (7992.380000 sec): 3 clusters
  Score: Raw -1984983.818785 + Penalty 4738.995498 = -1980244.823287
  nChanged 22
		SP:Iteration 35Q (7992.420000 sec): 3 clusters
  Score: Raw -1984991.320472 + Penalty 4738.995498 = -1980252.324974
  nChanged 27
		SP:Iteration 36Q (7992.460000 sec): 3 clusters
  Score: Raw -1985000.663944 + Penalty 4738.995498 = -1980261.668446
  nChanged 22
		SP:Iteration 37Q (7992.490000 sec): 3 clusters
  Score: Raw -1985009.535445 + Penalty 4738.995498 = -1980270.539947
  nChanged 18
		SP:Iteration 38Q (7992.530000 sec): 3 clusters
  Score: Raw -1985015.741450 + Penalty 4738.995498 = -1980276.745952
  nChanged 19
		SP:Iteration 39Q (7992.570000 sec): 3 clusters
  Score: Raw -1985021.720003 + Penalty 4738.995498 = -1980282.724505
  nChanged 21
		SP:Iteration 40F (7992.620000 sec): 3 clusters
  Score: Raw -1985028.123422 + Penalty 4738.995498 = -1980289.127924
  nChanged 20
		SP:Iteration 41Q (7992.650000 sec): 3 clusters
  Score: Raw -1985035.678308 + Penalty 4738.995498 = -1980296.682810
  nChanged 18
		SP:Iteration 42Q (7992.690000 sec): 3 clusters
  Score: Raw -1985043.112082 + Penalty 4738.995498 = -1980304.116584
  nChanged 20
		SP:Iteration 43Q (7992.730000 sec): 3 clusters
  Score: Raw -1985050.227921 + Penalty 4738.995498 = -1980311.232423
  nChanged 16
		SP:Iteration 44Q (7992.770000 sec): 3 clusters
  Score: Raw -1985054.803759 + Penalty 4738.995498 = -1980315.808261
  nChanged 19
		SP:Iteration 45Q (7992.810000 sec): 3 clusters
  Score: Raw -1985060.987610 + Penalty 4738.995498 = -1980321.992112
  nChanged 17
		SP:Iteration 46Q (7992.840000 sec): 3 clusters
  Score: Raw -1985067.997670 + Penalty 4738.995498 = -1980329.002172
  nChanged 17
		SP:Iteration 47Q (7992.880000 sec): 3 clusters
  Score: Raw -1985075.022171 + Penalty 4738.995498 = -1980336.026674
  nChanged 18
		SP:Iteration 48Q (7992.910000 sec): 3 clusters
  Score: Raw -1985082.861474 + Penalty 4738.995498 = -1980343.865976
  nChanged 24
		SP:Iteration 49Q (7992.950000 sec): 3 clusters
  Score: Raw -1985091.441146 + Penalty 4738.995498 = -1980352.445648
  nChanged 22
		SP:Iteration 50Q (7992.990000 sec): 3 clusters
  Score: Raw -1985103.346866 + Penalty 4738.995498 = -1980364.351369
  nChanged 26
		SP:Iteration 51Q (7993.030000 sec): 3 clusters
  Score: Raw -1985117.284715 + Penalty 4738.995498 = -1980378.289217
  nChanged 26
		SP:Iteration 52Q (7993.070000 sec): 3 clusters
  Score: Raw -1985126.959333 + Penalty 4738.995498 = -1980387.963835
  nChanged 19
		SP:Iteration 53Q (7993.100000 sec): 3 clusters
  Score: Raw -1985135.658617 + Penalty 4738.995498 = -1980396.663120
  nChanged 16
		SP:Iteration 54Q (7993.140000 sec): 3 clusters
  Score: Raw -1985140.698954 + Penalty 4738.995498 = -1980401.703456
  nChanged 9
		SP:Iteration 55Q (7993.170000 sec): 3 clusters
  Score: Raw -1985145.810298 + Penalty 4738.995498 = -1980406.814800
  nChanged 14
		SP:Iteration 56Q (7993.210000 sec): 3 clusters
  Score: Raw -1985152.959075 + Penalty 4738.995498 = -1980413.963578
  nChanged 10
		SP:Iteration 57Q (7993.250000 sec): 3 clusters
  Score: Raw -1985156.558716 + Penalty 4738.995498 = -1980417.563218
  nChanged 8
		SP:Iteration 58Q (7993.290000 sec): 3 clusters
  Score: Raw -1985160.710870 + Penalty 4738.995498 = -1980421.715372
  nChanged 7
		SP:Iteration 59Q (7993.320000 sec): 3 clusters
  Score: Raw -1985164.425069 + Penalty 4738.995498 = -1980425.429571
  nChanged 3
		SP:Iteration 60F (7993.370000 sec): 3 clusters
  Score: Raw -1985165.609073 + Penalty 4738.995498 = -1980426.613575
  nChanged 2
		SP:Iteration 61Q (7993.410000 sec): 3 clusters
  Score: Raw -1985166.771161 + Penalty 4738.995498 = -1980427.775663
  nChanged 6
		SP:Iteration 62Q (7993.440000 sec): 3 clusters
  Score: Raw -1985169.068021 + Penalty 4738.995498 = -1980430.072523
  nChanged 4
		SP:Iteration 63Q (7993.480000 sec): 3 clusters
  Score: Raw -1985169.969602 + Penalty 4738.995498 = -1980430.974104
  nChanged 1
		SP:Iteration 64Q (7993.520000 sec): 3 clusters
  Score: Raw -1985170.150578 + Penalty 4738.995498 = -1980431.155080
  nChanged 0
		SP:Iteration 65F (7993.560000 sec): 3 clusters
  Score: Raw -1985170.150578 + Penalty 4738.995498 = -1980431.155080
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7993.570000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7993.570000 sec): 3 clusters
  Score: Raw -73222.322890 + Penalty 3074.445443 = -70147.877447
  nChanged 72
		SP:Iteration 1F (7993.580000 sec): 3 clusters
  Score: Raw -73365.413741 + Penalty 3074.445443 = -70290.968298
  nChanged 17
		SP:Iteration 2Q (7993.580000 sec): 3 clusters
  Score: Raw -73404.452581 + Penalty 3074.445443 = -70330.007138
  nChanged 6
		SP:Iteration 3Q (7993.580000 sec): 3 clusters
  Score: Raw -73416.282198 + Penalty 3074.445443 = -70341.836755
  nChanged 2
		SP:Iteration 4Q (7993.580000 sec): 3 clusters
  Score: Raw -73420.205228 + Penalty 3074.445443 = -70345.759785
  nChanged 1
		SP:Iteration 5Q (7993.580000 sec): 3 clusters
  Score: Raw -73422.969099 + Penalty 3074.445443 = -70348.523656
  nChanged 1
		SP:Iteration 6Q (7993.590000 sec): 3 clusters
  Score: Raw -73423.910940 + Penalty 3074.445443 = -70349.465496
  nChanged 0
		SP:Iteration 7F (7993.590000 sec): 3 clusters
  Score: Raw -73423.910940 + Penalty 3074.445443 = -70349.465496
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7993.590000 sec): 2 clusters
  Score: Raw -309960.698442 + Penalty 1905.712369 = -308054.986074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7993.600000 sec): 3 clusters
  Score: Raw -309089.080655 + Penalty 3811.424738 = -305277.655917
  nChanged 714
		SP:Iteration 1F (7993.610000 sec): 3 clusters
  Score: Raw -309564.465783 + Penalty 3811.424738 = -305753.041045
  nChanged 164
		SP:Iteration 2F (7993.620000 sec): 3 clusters
  Score: Raw -309703.264451 + Penalty 3811.424738 = -305891.839713
  nChanged 94
		SP:Iteration 3Q (7993.630000 sec): 3 clusters
  Score: Raw -309779.591675 + Penalty 3811.424738 = -305968.166937
  nChanged 62
		SP:Iteration 4Q (7993.630000 sec): 3 clusters
  Score: Raw -309824.301444 + Penalty 3811.424738 = -306012.876707
  nChanged 45
		SP:Iteration 5Q (7993.640000 sec): 3 clusters
  Score: Raw -309850.693693 + Penalty 3811.424738 = -306039.268956
  nChanged 25
		SP:Iteration 6Q (7993.650000 sec): 3 clusters
  Score: Raw -309869.662746 + Penalty 3811.424738 = -306058.238008
  nChanged 21
		SP:Iteration 7Q (7993.650000 sec): 3 clusters
  Score: Raw -309885.867543 + Penalty 3811.424738 = -306074.442805
  nChanged 17
		SP:Iteration 8Q (7993.660000 sec): 3 clusters
  Score: Raw -309897.897758 + Penalty 3811.424738 = -306086.473020
  nChanged 17
		SP:Iteration 9Q (7993.670000 sec): 3 clusters
  Score: Raw -309908.903093 + Penalty 3811.424738 = -306097.478355
  nChanged 17
		SP:Iteration 10Q (7993.670000 sec): 3 clusters
  Score: Raw -309920.188103 + Penalty 3811.424738 = -306108.763366
  nChanged 15
		SP:Iteration 11Q (7993.680000 sec): 3 clusters
  Score: Raw -309929.252242 + Penalty 3811.424738 = -306117.827505
  nChanged 10
		SP:Iteration 12Q (7993.690000 sec): 3 clusters
  Score: Raw -309934.180842 + Penalty 3811.424738 = -306122.756105
  nChanged 11
		SP:Iteration 13Q (7993.700000 sec): 3 clusters
  Score: Raw -309940.480869 + Penalty 3811.424738 = -306129.056131
  nChanged 6
		SP:Iteration 14Q (7993.710000 sec): 3 clusters
  Score: Raw -309944.520896 + Penalty 3811.424738 = -306133.096158
  nChanged 4
		SP:Iteration 15Q (7993.710000 sec): 3 clusters
  Score: Raw -309946.791394 + Penalty 3811.424738 = -306135.366656
  nChanged 3
		SP:Iteration 16Q (7993.720000 sec): 3 clusters
  Score: Raw -309948.262731 + Penalty 3811.424738 = -306136.837994
  nChanged 3
		SP:Iteration 17Q (7993.730000 sec): 3 clusters
  Score: Raw -309949.987537 + Penalty 3811.424738 = -306138.562800
  nChanged 3
		SP:Iteration 18Q (7993.730000 sec): 3 clusters
  Score: Raw -309952.484343 + Penalty 3811.424738 = -306141.059606
  nChanged 3
		SP:Iteration 19Q (7993.740000 sec): 3 clusters
  Score: Raw -309955.925222 + Penalty 3811.424738 = -306144.500485
  nChanged 5
		SP:Iteration 20F (7993.750000 sec): 3 clusters
  Score: Raw -309959.078814 + Penalty 3811.424738 = -306147.654076
  nChanged 6
		SP:Iteration 21Q (7993.760000 sec): 3 clusters
  Score: Raw -309961.999839 + Penalty 3811.424738 = -306150.575101
  nChanged 4
		SP:Iteration 22Q (7993.760000 sec): 3 clusters
  Score: Raw -309964.973355 + Penalty 3811.424738 = -306153.548617
  nChanged 4
		SP:Iteration 23Q (7993.770000 sec): 3 clusters
  Score: Raw -309966.367989 + Penalty 3811.424738 = -306154.943251
  nChanged 2
		SP:Iteration 24Q (7993.780000 sec): 3 clusters
  Score: Raw -309967.593634 + Penalty 3811.424738 = -306156.168896
  nChanged 0
		SP:Iteration 25F (7993.790000 sec): 3 clusters
  Score: Raw -309967.593634 + Penalty 3811.424738 = -306156.168896
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7993.890000 sec): 2 clusters
  Score: Raw -4594982.282276 + Penalty 2568.412983 = -4592413.869294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7994.000000 sec): 3 clusters
  Score: Raw -4575970.624280 + Penalty 5136.825965 = -4570833.798314
  nChanged 14370
		SP:Iteration 1F (7994.110000 sec): 3 clusters
  Score: Raw -4583830.593971 + Penalty 5136.825965 = -4578693.768006
  nChanged 1468
		SP:Iteration 2Q (7994.220000 sec): 3 clusters
  Score: Raw -4584385.938462 + Penalty 5136.825965 = -4579249.112497
  nChanged 1514
		SP:Iteration 3Q (7994.330000 sec): 3 clusters
  Score: Raw -4585120.697455 + Penalty 5136.825965 = -4579983.871489
  nChanged 1769
		SP:Iteration 4F (7994.430000 sec): 3 clusters
  Score: Raw -4586121.483572 + Penalty 5136.825965 = -4580984.657607
  nChanged 2105
		SP:Iteration 5F (7994.550000 sec): 3 clusters
  Score: Raw -4587476.856546 + Penalty 5136.825965 = -4582340.030580
  nChanged 2322
		SP:Iteration 6F (7994.650000 sec): 3 clusters
  Score: Raw -4589109.398099 + Penalty 5136.825965 = -4583972.572133
  nChanged 2285
		SP:Iteration 7F (7994.770000 sec): 3 clusters
  Score: Raw -4590849.859486 + Penalty 5136.825965 = -4585713.033520
  nChanged 1963
		SP:Iteration 8F (7994.880000 sec): 3 clusters
  Score: Raw -4592417.465453 + Penalty 5136.825965 = -4587280.639487
  nChanged 1386
		SP:Iteration 9Q (7994.990000 sec): 3 clusters
  Score: Raw -4593647.818735 + Penalty 5136.825965 = -4588510.992770
  nChanged 883
		SP:Iteration 10Q (7995.100000 sec): 3 clusters
  Score: Raw -4594855.991029 + Penalty 5136.825965 = -4589719.165063
  nChanged 483
		SP:Iteration 11Q (7995.210000 sec): 3 clusters
  Score: Raw -4595697.509354 + Penalty 5136.825965 = -4590560.683389
  nChanged 265
		SP:Iteration 12Q (7995.300000 sec): 3 clusters
  Score: Raw -4595812.468932 + Penalty 5136.825965 = -4590675.642966
  nChanged 161
		SP:Iteration 13Q (7995.380000 sec): 3 clusters
  Score: Raw -4595868.024595 + Penalty 5136.825965 = -4590731.198630
  nChanged 112
		SP:Iteration 14Q (7995.470000 sec): 3 clusters
  Score: Raw -4595898.779898 + Penalty 5136.825965 = -4590761.953933
  nChanged 83
		SP:Iteration 15Q (7995.550000 sec): 3 clusters
  Score: Raw -4595919.168815 + Penalty 5136.825965 = -4590782.342849
  nChanged 66
		SP:Iteration 16Q (7995.640000 sec): 3 clusters
  Score: Raw -4595932.446027 + Penalty 5136.825965 = -4590795.620061
  nChanged 40
		SP:Iteration 17Q (7995.720000 sec): 3 clusters
  Score: Raw -4595938.401632 + Penalty 5136.825965 = -4590801.575666
  nChanged 31
		SP:Iteration 18Q (7995.810000 sec): 3 clusters
  Score: Raw -4595944.048927 + Penalty 5136.825965 = -4590807.222962
  nChanged 26
		SP:Iteration 19Q (7995.890000 sec): 3 clusters
  Score: Raw -4595948.668365 + Penalty 5136.825965 = -4590811.842399
  nChanged 30
		SP:Iteration 20F (7996.000000 sec): 3 clusters
  Score: Raw -4595954.051673 + Penalty 5136.825965 = -4590817.225707
  nChanged 24
		SP:Iteration 21Q (7996.090000 sec): 3 clusters
  Score: Raw -4595957.968564 + Penalty 5136.825965 = -4590821.142599
  nChanged 16
		SP:Iteration 22Q (7996.170000 sec): 3 clusters
  Score: Raw -4595960.589011 + Penalty 5136.825965 = -4590823.763046
  nChanged 18
		SP:Iteration 23Q (7996.250000 sec): 3 clusters
  Score: Raw -4595964.803887 + Penalty 5136.825965 = -4590827.977921
  nChanged 24
		SP:Iteration 24Q (7996.340000 sec): 3 clusters
  Score: Raw -4595969.999212 + Penalty 5136.825965 = -4590833.173247
  nChanged 20
		SP:Iteration 25Q (7996.430000 sec): 3 clusters
  Score: Raw -4595972.780972 + Penalty 5136.825965 = -4590835.955006
  nChanged 14
		SP:Iteration 26Q (7996.510000 sec): 3 clusters
  Score: Raw -4595974.932097 + Penalty 5136.825965 = -4590838.106132
  nChanged 13
		SP:Iteration 27Q (7996.600000 sec): 3 clusters
  Score: Raw -4595977.036234 + Penalty 5136.825965 = -4590840.210268
  nChanged 15
		SP:Iteration 28Q (7996.680000 sec): 3 clusters
  Score: Raw -4595980.149098 + Penalty 5136.825965 = -4590843.323133
  nChanged 13
		SP:Iteration 29Q (7996.770000 sec): 3 clusters
  Score: Raw -4595982.579849 + Penalty 5136.825965 = -4590845.753884
  nChanged 11
		SP:Iteration 30Q (7996.850000 sec): 3 clusters
  Score: Raw -4595984.509436 + Penalty 5136.825965 = -4590847.683471
  nChanged 9
		SP:Iteration 31Q (7996.940000 sec): 3 clusters
  Score: Raw -4595985.393909 + Penalty 5136.825965 = -4590848.567943
  nChanged 6
		SP:Iteration 32Q (7997.020000 sec): 3 clusters
  Score: Raw -4595986.153621 + Penalty 5136.825965 = -4590849.327656
  nChanged 5
		SP:Iteration 33Q (7997.110000 sec): 3 clusters
  Score: Raw -4595986.655582 + Penalty 5136.825965 = -4590849.829617
  nChanged 4
		SP:Iteration 34Q (7997.190000 sec): 3 clusters
  Score: Raw -4595987.234910 + Penalty 5136.825965 = -4590850.408944
  nChanged 5
		SP:Iteration 35Q (7997.270000 sec): 3 clusters
  Score: Raw -4595987.938218 + Penalty 5136.825965 = -4590851.112252
  nChanged 5
		SP:Iteration 36Q (7997.350000 sec): 3 clusters
  Score: Raw -4595988.608660 + Penalty 5136.825965 = -4590851.782695
  nChanged 3
		SP:Iteration 37Q (7997.440000 sec): 3 clusters
  Score: Raw -4595989.018908 + Penalty 5136.825965 = -4590852.192942
  nChanged 3
		SP:Iteration 38Q (7997.520000 sec): 3 clusters
  Score: Raw -4595989.233455 + Penalty 5136.825965 = -4590852.407489
  nChanged 0
		SP:Iteration 39F (7997.630000 sec): 3 clusters
  Score: Raw -4595989.233455 + Penalty 5136.825965 = -4590852.407489
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98610 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7997.950000 sec): 2 clusters
  Score: Raw -14339891.367177 + Penalty 2851.734133 = -14337039.633044
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7998.320000 sec): 3 clusters
  Score: Raw -14276706.570424 + Penalty 5703.468266 = -14271003.102158
  nChanged 46574
		SP:Iteration 1F (7998.670000 sec): 3 clusters
  Score: Raw -14303002.363773 + Penalty 5703.468266 = -14297298.895507
  nChanged 3143
		SP:Iteration 2Q (7999.040000 sec): 3 clusters
  Score: Raw -14303731.150172 + Penalty 5703.468266 = -14298027.681906
  nChanged 3181
		SP:Iteration 3Q (7999.400000 sec): 3 clusters
  Score: Raw -14304530.984830 + Penalty 5703.468266 = -14298827.516564
  nChanged 3265
		SP:Iteration 4Q (7999.770000 sec): 3 clusters
  Score: Raw -14305462.868553 + Penalty 5703.468266 = -14299759.400287
  nChanged 3604
		SP:Iteration 5Q (8000.130000 sec): 3 clusters
  Score: Raw -14306630.842867 + Penalty 5703.468266 = -14300927.374601
  nChanged 3931
		SP:Iteration 6Q (8000.510000 sec): 3 clusters
  Score: Raw -14308164.056104 + Penalty 5703.468266 = -14302460.587838
  nChanged 4420
		SP:Iteration 7Q (8000.870000 sec): 3 clusters
  Score: Raw -14310157.710111 + Penalty 5703.468266 = -14304454.241845
  nChanged 4828
		SP:Iteration 8Q (8001.240000 sec): 3 clusters
  Score: Raw -14312761.113904 + Penalty 5703.468266 = -14307057.645638
  nChanged 5463
		SP:Iteration 9F (8001.600000 sec): 3 clusters
  Score: Raw -14316030.400703 + Penalty 5703.468266 = -14310326.932437
  nChanged 5522
		SP:Iteration 10F (8001.950000 sec): 3 clusters
  Score: Raw -14319571.301421 + Penalty 5703.468266 = -14313867.833155
  nChanged 5190
		SP:Iteration 11F (8002.310000 sec): 3 clusters
  Score: Raw -14322767.196378 + Penalty 5703.468266 = -14317063.728113
  nChanged 4344
		SP:Iteration 12Q (8002.660000 sec): 3 clusters
  Score: Raw -14324986.144215 + Penalty 5703.468266 = -14319282.675949
  nChanged 3265
		SP:Iteration 13Q (8003.010000 sec): 3 clusters
  Score: Raw -14326353.223712 + Penalty 5703.468266 = -14320649.755446
  nChanged 2544
		SP:Iteration 14Q (8003.350000 sec): 3 clusters
  Score: Raw -14327308.707449 + Penalty 5703.468266 = -14321605.239183
  nChanged 2091
		SP:Iteration 15Q (8003.680000 sec): 3 clusters
  Score: Raw -14328053.597695 + Penalty 5703.468266 = -14322350.129429
  nChanged 1925
		SP:Iteration 16Q (8004.010000 sec): 3 clusters
  Score: Raw -14328767.076561 + Penalty 5703.468266 = -14323063.608295
  nChanged 1898
		SP:Iteration 17Q (8004.340000 sec): 3 clusters
  Score: Raw -14329499.870727 + Penalty 5703.468266 = -14323796.402461
  nChanged 1965
		SP:Iteration 18Q (8004.660000 sec): 3 clusters
  Score: Raw -14330299.504340 + Penalty 5703.468266 = -14324596.036074
  nChanged 1952
		SP:Iteration 19Q (8004.980000 sec): 3 clusters
  Score: Raw -14331134.262552 + Penalty 5703.468266 = -14325430.794286
  nChanged 1931
		SP:Iteration 20F (8005.330000 sec): 3 clusters
  Score: Raw -14331979.512490 + Penalty 5703.468266 = -14326276.044224
  nChanged 1880
		SP:Iteration 21Q (8005.640000 sec): 3 clusters
  Score: Raw -14332858.939975 + Penalty 5703.468266 = -14327155.471709
  nChanged 1851
		SP:Iteration 22Q (8005.940000 sec): 3 clusters
  Score: Raw -14333794.751189 + Penalty 5703.468266 = -14328091.282923
  nChanged 1786
		SP:Iteration 23Q (8006.240000 sec): 3 clusters
  Score: Raw -14334744.431884 + Penalty 5703.468266 = -14329040.963618
  nChanged 1614
		SP:Iteration 24Q (8006.530000 sec): 3 clusters
  Score: Raw -14335646.898859 + Penalty 5703.468266 = -14329943.430594
  nChanged 1549
		SP:Iteration 25Q (8006.820000 sec): 3 clusters
  Score: Raw -14336577.848903 + Penalty 5703.468266 = -14330874.380637
  nChanged 1364
		SP:Iteration 26Q (8007.100000 sec): 3 clusters
  Score: Raw -14337419.070609 + Penalty 5703.468266 = -14331715.602343
  nChanged 1137
		SP:Iteration 27Q (8007.370000 sec): 3 clusters
  Score: Raw -14338111.948492 + Penalty 5703.468266 = -14332408.480226
  nChanged 905
		SP:Iteration 28Q (8007.640000 sec): 3 clusters
  Score: Raw -14338654.940966 + Penalty 5703.468266 = -14332951.472700
  nChanged 704
		SP:Iteration 29Q (8007.910000 sec): 3 clusters
  Score: Raw -14339093.231137 + Penalty 5703.468266 = -14333389.762871
  nChanged 532
		SP:Iteration 30Q (8008.170000 sec): 3 clusters
  Score: Raw -14339425.867531 + Penalty 5703.468266 = -14333722.399265
  nChanged 384
		SP:Iteration 31Q (8008.430000 sec): 3 clusters
  Score: Raw -14339653.741439 + Penalty 5703.468266 = -14333950.273173
  nChanged 254
		SP:Iteration 32Q (8008.680000 sec): 3 clusters
  Score: Raw -14339812.628634 + Penalty 5703.468266 = -14334109.160368
  nChanged 182
		SP:Iteration 33Q (8008.940000 sec): 3 clusters
  Score: Raw -14339929.322155 + Penalty 5703.468266 = -14334225.853889
  nChanged 125
		SP:Iteration 34Q (8009.190000 sec): 3 clusters
  Score: Raw -14340007.526537 + Penalty 5703.468266 = -14334304.058271
  nChanged 81
		SP:Iteration 35Q (8009.440000 sec): 3 clusters
  Score: Raw -14340052.500879 + Penalty 5703.468266 = -14334349.032613
  nChanged 56
		SP:Iteration 36Q (8009.690000 sec): 3 clusters
  Score: Raw -14340086.474209 + Penalty 5703.468266 = -14334383.005944
  nChanged 43
		SP:Iteration 37Q (8009.940000 sec): 3 clusters
  Score: Raw -14340120.226745 + Penalty 5703.468266 = -14334416.758479
  nChanged 46
		SP:Iteration 38Q (8010.190000 sec): 3 clusters
  Score: Raw -14340151.608592 + Penalty 5703.468266 = -14334448.140326
  nChanged 34
		SP:Iteration 39Q (8010.440000 sec): 3 clusters
  Score: Raw -14340173.739401 + Penalty 5703.468266 = -14334470.271135
  nChanged 18
		SP:Iteration 40F (8010.790000 sec): 3 clusters
  Score: Raw -14340183.680377 + Penalty 5703.468266 = -14334480.212111
  nChanged 10
		SP:Iteration 41Q (8011.040000 sec): 3 clusters
  Score: Raw -14340189.245750 + Penalty 5703.468266 = -14334485.777484
  nChanged 9
		SP:Iteration 42Q (8011.280000 sec): 3 clusters
  Score: Raw -14340194.678734 + Penalty 5703.468266 = -14334491.210468
  nChanged 6
		SP:Iteration 43Q (8011.530000 sec): 3 clusters
  Score: Raw -14340199.677363 + Penalty 5703.468266 = -14334496.209097
  nChanged 10
		SP:Iteration 44Q (8011.780000 sec): 3 clusters
  Score: Raw -14340206.876377 + Penalty 5703.468266 = -14334503.408112
  nChanged 10
		SP:Iteration 45Q (8012.040000 sec): 3 clusters
  Score: Raw -14340213.041321 + Penalty 5703.468266 = -14334509.573055
  nChanged 8
		SP:Iteration 46Q (8012.280000 sec): 3 clusters
  Score: Raw -14340218.225179 + Penalty 5703.468266 = -14334514.756914
  nChanged 5
		SP:Iteration 47Q (8012.530000 sec): 3 clusters
  Score: Raw -14340220.893891 + Penalty 5703.468266 = -14334517.425625
  nChanged 3
		SP:Iteration 48Q (8012.780000 sec): 3 clusters
  Score: Raw -14340222.689630 + Penalty 5703.468266 = -14334519.221364
  nChanged 3
		SP:Iteration 49Q (8013.030000 sec): 3 clusters
  Score: Raw -14340224.908377 + Penalty 5703.468266 = -14334521.440111
  nChanged 3
		SP:Iteration 50Q (8013.280000 sec): 3 clusters
  Score: Raw -14340227.570762 + Penalty 5703.468266 = -14334524.102496
  nChanged 2
		SP:Iteration 51Q (8013.530000 sec): 3 clusters
  Score: Raw -14340228.471555 + Penalty 5703.468266 = -14334525.003289
  nChanged 0
		SP:Iteration 52F (8013.880000 sec): 3 clusters
  Score: Raw -14340228.471555 + Penalty 5703.468266 = -14334525.003289
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8014.020000 sec): 2 clusters
  Score: Raw -5638375.688677 + Penalty 2604.440064 = -5635771.248613
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8014.140000 sec): 3 clusters
  Score: Raw -5616364.539931 + Penalty 5208.880128 = -5611155.659803
  nChanged 16468
		SP:Iteration 1F (8014.270000 sec): 3 clusters
  Score: Raw -5625527.414244 + Penalty 5208.880128 = -5620318.534116
  nChanged 1682
		SP:Iteration 2Q (8014.400000 sec): 3 clusters
  Score: Raw -5626117.834340 + Penalty 5208.880128 = -5620908.954212
  nChanged 1692
		SP:Iteration 3Q (8014.530000 sec): 3 clusters
  Score: Raw -5626795.490206 + Penalty 5208.880128 = -5621586.610078
  nChanged 1841
		SP:Iteration 4F (8014.660000 sec): 3 clusters
  Score: Raw -5627711.088987 + Penalty 5208.880128 = -5622502.208859
  nChanged 2131
		SP:Iteration 5F (8014.800000 sec): 3 clusters
  Score: Raw -5629022.063287 + Penalty 5208.880128 = -5623813.183159
  nChanged 2328
		SP:Iteration 6F (8014.930000 sec): 3 clusters
  Score: Raw -5630698.805806 + Penalty 5208.880128 = -5625489.925678
  nChanged 2407
		SP:Iteration 7F (8015.060000 sec): 3 clusters
  Score: Raw -5632651.138461 + Penalty 5208.880128 = -5627442.258333
  nChanged 2194
		SP:Iteration 8F (8015.180000 sec): 3 clusters
  Score: Raw -5634513.869651 + Penalty 5208.880128 = -5629304.989523
  nChanged 1813
		SP:Iteration 9Q (8015.310000 sec): 3 clusters
  Score: Raw -5636086.810439 + Penalty 5208.880128 = -5630877.930311
  nChanged 1278
		SP:Iteration 10Q (8015.430000 sec): 3 clusters
  Score: Raw -5637160.396735 + Penalty 5208.880128 = -5631951.516607
  nChanged 823
		SP:Iteration 11Q (8015.540000 sec): 3 clusters
  Score: Raw -5637846.690665 + Penalty 5208.880128 = -5632637.810536
  nChanged 489
		SP:Iteration 12Q (8015.640000 sec): 3 clusters
  Score: Raw -5638240.763563 + Penalty 5208.880128 = -5633031.883435
  nChanged 250
		SP:Iteration 13Q (8015.740000 sec): 3 clusters
  Score: Raw -5638446.457326 + Penalty 5208.880128 = -5633237.577198
  nChanged 144
		SP:Iteration 14Q (8015.840000 sec): 3 clusters
  Score: Raw -5638562.454772 + Penalty 5208.880128 = -5633353.574644
  nChanged 86
		SP:Iteration 15Q (8015.940000 sec): 3 clusters
  Score: Raw -5638631.159581 + Penalty 5208.880128 = -5633422.279452
  nChanged 48
		SP:Iteration 16Q (8016.040000 sec): 3 clusters
  Score: Raw -5638670.863177 + Penalty 5208.880128 = -5633461.983049
  nChanged 38
		SP:Iteration 17Q (8016.130000 sec): 3 clusters
  Score: Raw -5638697.956264 + Penalty 5208.880128 = -5633489.076136
  nChanged 19
		SP:Iteration 18Q (8016.220000 sec): 3 clusters
  Score: Raw -5638711.959669 + Penalty 5208.880128 = -5633503.079541
  nChanged 11
		SP:Iteration 19Q (8016.320000 sec): 3 clusters
  Score: Raw -5638718.916827 + Penalty 5208.880128 = -5633510.036699
  nChanged 5
		SP:Iteration 20F (8016.440000 sec): 3 clusters
  Score: Raw -5638722.171624 + Penalty 5208.880128 = -5633513.291495
  nChanged 3
		SP:Iteration 21Q (8016.530000 sec): 3 clusters
  Score: Raw -5638724.170496 + Penalty 5208.880128 = -5633515.290367
  nChanged 3
		SP:Iteration 22Q (8016.620000 sec): 3 clusters
  Score: Raw -5638725.780672 + Penalty 5208.880128 = -5633516.900544
  nChanged 0
		SP:Iteration 23F (8016.750000 sec): 3 clusters
  Score: Raw -5638725.780672 + Penalty 5208.880128 = -5633516.900544
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98667 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8017.070000 sec): 2 clusters
  Score: Raw -14575222.912612 + Penalty 2851.877444 = -14572371.035168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8017.420000 sec): 3 clusters
  Score: Raw -14511955.997204 + Penalty 5703.754888 = -14506252.242316
  nChanged 46683
		SP:Iteration 1F (8017.790000 sec): 3 clusters
  Score: Raw -14538677.845076 + Penalty 5703.754888 = -14532974.090188
  nChanged 2857
		SP:Iteration 2Q (8018.150000 sec): 3 clusters
  Score: Raw -14539244.154113 + Penalty 5703.754888 = -14533540.399225
  nChanged 2748
		SP:Iteration 3Q (8018.520000 sec): 3 clusters
  Score: Raw -14539797.829021 + Penalty 5703.754888 = -14534094.074133
  nChanged 2754
		SP:Iteration 4Q (8018.900000 sec): 3 clusters
  Score: Raw -14540381.031682 + Penalty 5703.754888 = -14534677.276794
  nChanged 2774
		SP:Iteration 5Q (8019.260000 sec): 3 clusters
  Score: Raw -14541023.962998 + Penalty 5703.754888 = -14535320.208110
  nChanged 2917
		SP:Iteration 6Q (8019.640000 sec): 3 clusters
  Score: Raw -14541769.277598 + Penalty 5703.754888 = -14536065.522710
  nChanged 3049
		SP:Iteration 7Q (8020.000000 sec): 3 clusters
  Score: Raw -14542633.070520 + Penalty 5703.754888 = -14536929.315632
  nChanged 3283
		SP:Iteration 8Q (8020.370000 sec): 3 clusters
  Score: Raw -14543701.775063 + Penalty 5703.754888 = -14537998.020175
  nChanged 3580
		SP:Iteration 9Q (8020.740000 sec): 3 clusters
  Score: Raw -14544941.711139 + Penalty 5703.754888 = -14539237.956251
  nChanged 3804
		SP:Iteration 10Q (8021.100000 sec): 3 clusters
  Score: Raw -14546419.325388 + Penalty 5703.754888 = -14540715.570500
  nChanged 4056
		SP:Iteration 11Q (8021.460000 sec): 3 clusters
  Score: Raw -14548076.265191 + Penalty 5703.754888 = -14542372.510303
  nChanged 4069
		SP:Iteration 12Q (8021.820000 sec): 3 clusters
  Score: Raw -14549827.724098 + Penalty 5703.754888 = -14544123.969209
  nChanged 4029
		SP:Iteration 13Q (8022.190000 sec): 3 clusters
  Score: Raw -14551618.291005 + Penalty 5703.754888 = -14545914.536117
  nChanged 3999
		SP:Iteration 14Q (8022.560000 sec): 3 clusters
  Score: Raw -14553487.929987 + Penalty 5703.754888 = -14547784.175099
  nChanged 4205
		SP:Iteration 15Q (8022.920000 sec): 3 clusters
  Score: Raw -14555658.251237 + Penalty 5703.754888 = -14549954.496349
  nChanged 4749
		SP:Iteration 16Q (8023.280000 sec): 3 clusters
  Score: Raw -14558336.618708 + Penalty 5703.754888 = -14552632.863820
  nChanged 5199
		SP:Iteration 17F (8023.640000 sec): 3 clusters
  Score: Raw -14561484.700020 + Penalty 5703.754888 = -14555780.945132
  nChanged 5283
		SP:Iteration 18F (8023.990000 sec): 3 clusters
  Score: Raw -14564845.608395 + Penalty 5703.754888 = -14559141.853506
  nChanged 4832
		SP:Iteration 19Q (8024.330000 sec): 3 clusters
  Score: Raw -14568028.220887 + Penalty 5703.754888 = -14562324.465999
  nChanged 4052
		SP:Iteration 20F (8024.690000 sec): 3 clusters
  Score: Raw -14570722.921720 + Penalty 5703.754888 = -14565019.166832
  nChanged 2890
		SP:Iteration 21Q (8025.000000 sec): 3 clusters
  Score: Raw -14572645.288410 + Penalty 5703.754888 = -14566941.533522
  nChanged 1914
		SP:Iteration 22Q (8025.300000 sec): 3 clusters
  Score: Raw -14573873.258087 + Penalty 5703.754888 = -14568169.503199
  nChanged 1172
		SP:Iteration 23Q (8025.590000 sec): 3 clusters
  Score: Raw -14574604.918488 + Penalty 5703.754888 = -14568901.163600
  nChanged 702
		SP:Iteration 24Q (8025.860000 sec): 3 clusters
  Score: Raw -14575034.517180 + Penalty 5703.754888 = -14569330.762292
  nChanged 404
		SP:Iteration 25Q (8026.130000 sec): 3 clusters
  Score: Raw -14575256.445792 + Penalty 5703.754888 = -14569552.690903
  nChanged 253
		SP:Iteration 26Q (8026.390000 sec): 3 clusters
  Score: Raw -14575399.012599 + Penalty 5703.754888 = -14569695.257711
  nChanged 157
		SP:Iteration 27Q (8026.650000 sec): 3 clusters
  Score: Raw -14575485.281316 + Penalty 5703.754888 = -14569781.526428
  nChanged 112
		SP:Iteration 28Q (8026.910000 sec): 3 clusters
  Score: Raw -14575545.825445 + Penalty 5703.754888 = -14569842.070557
  nChanged 85
		SP:Iteration 29Q (8027.170000 sec): 3 clusters
  Score: Raw -14575595.149068 + Penalty 5703.754888 = -14569891.394180
  nChanged 72
		SP:Iteration 30Q (8027.430000 sec): 3 clusters
  Score: Raw -14575642.449538 + Penalty 5703.754888 = -14569938.694650
  nChanged 75
		SP:Iteration 31Q (8027.690000 sec): 3 clusters
  Score: Raw -14575682.865765 + Penalty 5703.754888 = -14569979.110876
  nChanged 54
		SP:Iteration 32Q (8027.960000 sec): 3 clusters
  Score: Raw -14575712.397914 + Penalty 5703.754888 = -14570008.643026
  nChanged 39
		SP:Iteration 33Q (8028.220000 sec): 3 clusters
  Score: Raw -14575732.641001 + Penalty 5703.754888 = -14570028.886113
  nChanged 28
		SP:Iteration 34Q (8028.490000 sec): 3 clusters
  Score: Raw -14575746.462935 + Penalty 5703.754888 = -14570042.708046
  nChanged 20
		SP:Iteration 35Q (8028.760000 sec): 3 clusters
  Score: Raw -14575757.339909 + Penalty 5703.754888 = -14570053.585021
  nChanged 15
		SP:Iteration 36Q (8029.020000 sec): 3 clusters
  Score: Raw -14575765.188027 + Penalty 5703.754888 = -14570061.433139
  nChanged 21
		SP:Iteration 37Q (8029.270000 sec): 3 clusters
  Score: Raw -14575775.825982 + Penalty 5703.754888 = -14570072.071093
  nChanged 16
		SP:Iteration 38Q (8029.530000 sec): 3 clusters
  Score: Raw -14575784.224123 + Penalty 5703.754888 = -14570080.469235
  nChanged 13
		SP:Iteration 39Q (8029.790000 sec): 3 clusters
  Score: Raw -14575790.494299 + Penalty 5703.754888 = -14570086.739411
  nChanged 11
		SP:Iteration 40F (8030.140000 sec): 3 clusters
  Score: Raw -14575795.987780 + Penalty 5703.754888 = -14570092.232892
  nChanged 8
		SP:Iteration 41Q (8030.400000 sec): 3 clusters
  Score: Raw -14575799.136485 + Penalty 5703.754888 = -14570095.381596
  nChanged 5
		SP:Iteration 42Q (8030.660000 sec): 3 clusters
  Score: Raw -14575801.275288 + Penalty 5703.754888 = -14570097.520400
  nChanged 7
		SP:Iteration 43Q (8030.920000 sec): 3 clusters
  Score: Raw -14575805.667135 + Penalty 5703.754888 = -14570101.912247
  nChanged 9
		SP:Iteration 44Q (8031.170000 sec): 3 clusters
  Score: Raw -14575809.405942 + Penalty 5703.754888 = -14570105.651054
  nChanged 6
		SP:Iteration 45Q (8031.430000 sec): 3 clusters
  Score: Raw -14575812.086134 + Penalty 5703.754888 = -14570108.331246
  nChanged 3
		SP:Iteration 46Q (8031.690000 sec): 3 clusters
  Score: Raw -14575813.081983 + Penalty 5703.754888 = -14570109.327095
  nChanged 3
		SP:Iteration 47Q (8031.950000 sec): 3 clusters
  Score: Raw -14575814.508203 + Penalty 5703.754888 = -14570110.753315
  nChanged 1
		SP:Iteration 48Q (8032.200000 sec): 3 clusters
  Score: Raw -14575814.947241 + Penalty 5703.754888 = -14570111.192353
  nChanged 3
		SP:Iteration 49Q (8032.460000 sec): 3 clusters
  Score: Raw -14575816.600720 + Penalty 5703.754888 = -14570112.845832
  nChanged 3
		SP:Iteration 50Q (8032.710000 sec): 3 clusters
  Score: Raw -14575818.199945 + Penalty 5703.754888 = -14570114.445057
  nChanged 4
		SP:Iteration 51Q (8032.970000 sec): 3 clusters
  Score: Raw -14575820.149013 + Penalty 5703.754888 = -14570116.394125
  nChanged 3
		SP:Iteration 52Q (8033.220000 sec): 3 clusters
  Score: Raw -14575821.582643 + Penalty 5703.754888 = -14570117.827755
  nChanged 3
		SP:Iteration 53Q (8033.470000 sec): 3 clusters
  Score: Raw -14575823.232594 + Penalty 5703.754888 = -14570119.477706
  nChanged 2
		SP:Iteration 54Q (8033.730000 sec): 3 clusters
  Score: Raw -14575824.100324 + Penalty 5703.754888 = -14570120.345435
  nChanged 2
		SP:Iteration 55Q (8033.980000 sec): 3 clusters
  Score: Raw -14575825.076438 + Penalty 5703.754888 = -14570121.321550
  nChanged 1
		SP:Iteration 56Q (8034.230000 sec): 3 clusters
  Score: Raw -14575825.404371 + Penalty 5703.754888 = -14570121.649483
  nChanged 2
		SP:Iteration 57Q (8034.490000 sec): 3 clusters
  Score: Raw -14575826.043735 + Penalty 5703.754888 = -14570122.288847
  nChanged 0
		SP:Iteration 58F (8034.830000 sec): 3 clusters
  Score: Raw -14575826.043735 + Penalty 5703.754888 = -14570122.288847
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8034.880000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8034.880000 sec): 3 clusters
  Score: Raw -22446.630264 + Penalty 2547.356025 = -19899.274239
  nChanged 13
		SP:Iteration 1F (8034.880000 sec): 3 clusters
  Score: Raw -22534.737248 + Penalty 2547.356025 = -19987.381223
  nChanged 3
		SP:Iteration 2Q (8034.880000 sec): 3 clusters
  Score: Raw -22556.959129 + Penalty 2547.356025 = -20009.603104
  nChanged 1
		SP:Iteration 3Q (8034.880000 sec): 3 clusters
  Score: Raw -22570.676458 + Penalty 2547.356025 = -20023.320433
  nChanged 0
		SP:Iteration 4F (8034.880000 sec): 3 clusters
  Score: Raw -22570.676458 + Penalty 2547.356025 = -20023.320433
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51083 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8035.050000 sec): 2 clusters
  Score: Raw -7501759.148521 + Penalty 2688.619346 = -7499070.529175
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8035.240000 sec): 3 clusters
  Score: Raw -7469757.755476 + Penalty 5377.238692 = -7464380.516784
  nChanged 23805
		SP:Iteration 1F (8035.420000 sec): 3 clusters
  Score: Raw -7483034.296183 + Penalty 5377.238692 = -7477657.057492
  nChanged 2230
		SP:Iteration 2Q (8035.610000 sec): 3 clusters
  Score: Raw -7483722.573964 + Penalty 5377.238692 = -7478345.335272
  nChanged 2101
		SP:Iteration 3Q (8035.800000 sec): 3 clusters
  Score: Raw -7484426.731310 + Penalty 5377.238692 = -7479049.492618
  nChanged 2223
		SP:Iteration 4Q (8035.980000 sec): 3 clusters
  Score: Raw -7485343.224155 + Penalty 5377.238692 = -7479965.985463
  nChanged 2706
		SP:Iteration 5F (8036.170000 sec): 3 clusters
  Score: Raw -7486772.587673 + Penalty 5377.238692 = -7481395.348981
  nChanged 3395
		SP:Iteration 6F (8036.350000 sec): 3 clusters
  Score: Raw -7489086.077174 + Penalty 5377.238692 = -7483708.838482
  nChanged 4091
		SP:Iteration 7F (8036.530000 sec): 3 clusters
  Score: Raw -7492535.400124 + Penalty 5377.238692 = -7487158.161432
  nChanged 4059
		SP:Iteration 8F (8036.710000 sec): 3 clusters
  Score: Raw -7496380.687632 + Penalty 5377.238692 = -7491003.448940
  nChanged 3096
		SP:Iteration 9F (8036.890000 sec): 3 clusters
  Score: Raw -7499462.621935 + Penalty 5377.238692 = -7494085.383243
  nChanged 1675
		SP:Iteration 10Q (8037.060000 sec): 3 clusters
  Score: Raw -7501064.212226 + Penalty 5377.238692 = -7495686.973534
  nChanged 622
		SP:Iteration 11Q (8037.220000 sec): 3 clusters
  Score: Raw -7501639.367211 + Penalty 5377.238692 = -7496262.128519
  nChanged 233
		SP:Iteration 12Q (8037.360000 sec): 3 clusters
  Score: Raw -7501884.174950 + Penalty 5377.238692 = -7496506.936259
  nChanged 92
		SP:Iteration 13Q (8037.490000 sec): 3 clusters
  Score: Raw -7501986.975332 + Penalty 5377.238692 = -7496609.736641
  nChanged 43
		SP:Iteration 14Q (8037.630000 sec): 3 clusters
  Score: Raw -7502034.621974 + Penalty 5377.238692 = -7496657.383283
  nChanged 26
		SP:Iteration 15Q (8037.760000 sec): 3 clusters
  Score: Raw -7502064.241046 + Penalty 5377.238692 = -7496687.002354
  nChanged 20
		SP:Iteration 16Q (8037.890000 sec): 3 clusters
  Score: Raw -7502082.911114 + Penalty 5377.238692 = -7496705.672422
  nChanged 12
		SP:Iteration 17Q (8038.030000 sec): 3 clusters
  Score: Raw -7502094.994142 + Penalty 5377.238692 = -7496717.755451
  nChanged 7
		SP:Iteration 18Q (8038.150000 sec): 3 clusters
  Score: Raw -7502101.688088 + Penalty 5377.238692 = -7496724.449396
  nChanged 3
		SP:Iteration 19Q (8038.280000 sec): 3 clusters
  Score: Raw -7502106.620021 + Penalty 5377.238692 = -7496729.381330
  nChanged 4
		SP:Iteration 20F (8038.470000 sec): 3 clusters
  Score: Raw -7502109.973160 + Penalty 5377.238692 = -7496732.734468
  nChanged 4
		SP:Iteration 21Q (8038.600000 sec): 3 clusters
  Score: Raw -7502112.786855 + Penalty 5377.238692 = -7496735.548163
  nChanged 1
		SP:Iteration 22Q (8038.730000 sec): 3 clusters
  Score: Raw -7502114.329112 + Penalty 5377.238692 = -7496737.090420
  nChanged 4
		SP:Iteration 23Q (8038.860000 sec): 3 clusters
  Score: Raw -7502118.995743 + Penalty 5377.238692 = -7496741.757052
  nChanged 1
		SP:Iteration 24Q (8038.990000 sec): 3 clusters
  Score: Raw -7502119.339572 + Penalty 5377.238692 = -7496742.100880
  nChanged 0
		SP:Iteration 25F (8039.180000 sec): 3 clusters
  Score: Raw -7502119.339572 + Penalty 5377.238692 = -7496742.100880
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8039.200000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8039.200000 sec): 3 clusters
  Score: Raw -76020.557404 + Penalty 3043.240186 = -72977.317218
  nChanged 103
		SP:Iteration 1F (8039.200000 sec): 3 clusters
  Score: Raw -76289.486162 + Penalty 3043.240186 = -73246.245976
  nChanged 48
		SP:Iteration 2F (8039.200000 sec): 3 clusters
  Score: Raw -76434.945519 + Penalty 3043.240186 = -73391.705333
  nChanged 35
		SP:Iteration 3F (8039.200000 sec): 3 clusters
  Score: Raw -76558.445765 + Penalty 3043.240186 = -73515.205580
  nChanged 23
		SP:Iteration 4Q (8039.210000 sec): 3 clusters
  Score: Raw -76635.403628 + Penalty 3043.240186 = -73592.163442
  nChanged 11
		SP:Iteration 5Q (8039.210000 sec): 3 clusters
  Score: Raw -76674.695227 + Penalty 3043.240186 = -73631.455041
  nChanged 5
		SP:Iteration 6Q (8039.210000 sec): 3 clusters
  Score: Raw -76713.735371 + Penalty 3043.240186 = -73670.495185
  nChanged 4
		SP:Iteration 7Q (8039.210000 sec): 3 clusters
  Score: Raw -76741.807146 + Penalty 3043.240186 = -73698.566960
  nChanged 1
		SP:Iteration 8Q (8039.210000 sec): 3 clusters
  Score: Raw -76743.175658 + Penalty 3043.240186 = -73699.935472
  nChanged 0
		SP:Iteration 9F (8039.210000 sec): 3 clusters
  Score: Raw -76743.175658 + Penalty 3043.240186 = -73699.935472
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8039.220000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8039.220000 sec): 3 clusters
  Score: Raw -68268.315399 + Penalty 3055.958832 = -65212.356568
  nChanged 82
		SP:Iteration 1F (8039.220000 sec): 3 clusters
  Score: Raw -68429.894760 + Penalty 3055.958832 = -65373.935928
  nChanged 22
		SP:Iteration 2Q (8039.220000 sec): 3 clusters
  Score: Raw -68498.023278 + Penalty 3055.958832 = -65442.064447
  nChanged 8
		SP:Iteration 3Q (8039.220000 sec): 3 clusters
  Score: Raw -68523.482875 + Penalty 3055.958832 = -65467.524044
  nChanged 4
		SP:Iteration 4Q (8039.220000 sec): 3 clusters
  Score: Raw -68537.403453 + Penalty 3055.958832 = -65481.444621
  nChanged 2
		SP:Iteration 5Q (8039.230000 sec): 3 clusters
  Score: Raw -68544.813163 + Penalty 3055.958832 = -65488.854331
  nChanged 2
		SP:Iteration 6Q (8039.230000 sec): 3 clusters
  Score: Raw -68551.916429 + Penalty 3055.958832 = -65495.957597
  nChanged 3
		SP:Iteration 7Q (8039.230000 sec): 3 clusters
  Score: Raw -68557.335382 + Penalty 3055.958832 = -65501.376550
  nChanged 2
		SP:Iteration 8Q (8039.230000 sec): 3 clusters
  Score: Raw -68561.310627 + Penalty 3055.958832 = -65505.351795
  nChanged 1
		SP:Iteration 9Q (8039.230000 sec): 3 clusters
  Score: Raw -68563.609326 + Penalty 3055.958832 = -65507.650494
  nChanged 0
		SP:Iteration 10F (8039.240000 sec): 3 clusters
  Score: Raw -68563.609326 + Penalty 3055.958832 = -65507.650494
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (268042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8040.130000 sec): 2 clusters
  Score: Raw -39665434.756976 + Penalty 3099.726943 = -39662335.030033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8041.130000 sec): 3 clusters
  Score: Raw -39488579.077986 + Penalty 6199.453886 = -39482379.624100
  nChanged 129490
		SP:Iteration 1F (8042.120000 sec): 3 clusters
  Score: Raw -39564827.086341 + Penalty 6199.453886 = -39558627.632455
  nChanged 6447
		SP:Iteration 2Q (8043.140000 sec): 3 clusters
  Score: Raw -39566015.464334 + Penalty 6199.453886 = -39559816.010448
  nChanged 6957
		SP:Iteration 3Q (8044.160000 sec): 3 clusters
  Score: Raw -39567484.511776 + Penalty 6199.453886 = -39561285.057890
  nChanged 7685
		SP:Iteration 4Q (8045.180000 sec): 3 clusters
  Score: Raw -39569415.941559 + Penalty 6199.453886 = -39563216.487674
  nChanged 8576
		SP:Iteration 5Q (8046.200000 sec): 3 clusters
  Score: Raw -39572083.266730 + Penalty 6199.453886 = -39565883.812844
  nChanged 9895
		SP:Iteration 6Q (8047.210000 sec): 3 clusters
  Score: Raw -39575774.799216 + Penalty 6199.453886 = -39569575.345330
  nChanged 11351
		SP:Iteration 7Q (8048.230000 sec): 3 clusters
  Score: Raw -39580975.255847 + Penalty 6199.453886 = -39574775.801961
  nChanged 13203
		SP:Iteration 8Q (8049.240000 sec): 3 clusters
  Score: Raw -39588305.421750 + Penalty 6199.453886 = -39582105.967864
  nChanged 15427
		SP:Iteration 9F (8050.220000 sec): 3 clusters
  Score: Raw -39598426.943182 + Penalty 6199.453886 = -39592227.489296
  nChanged 17256
		SP:Iteration 10F (8051.220000 sec): 3 clusters
  Score: Raw -39611002.593299 + Penalty 6199.453886 = -39604803.139414
  nChanged 18161
		SP:Iteration 11F (8052.200000 sec): 3 clusters
  Score: Raw -39624905.190981 + Penalty 6199.453886 = -39618705.737095
  nChanged 16900
		SP:Iteration 12F (8053.170000 sec): 3 clusters
  Score: Raw -39638258.483283 + Penalty 6199.453886 = -39632059.029397
  nChanged 13850
		SP:Iteration 13F (8054.140000 sec): 3 clusters
  Score: Raw -39649363.848191 + Penalty 6199.453886 = -39643164.394305
  nChanged 9750
		SP:Iteration 14Q (8054.970000 sec): 3 clusters
  Score: Raw -39657022.883186 + Penalty 6199.453886 = -39650823.429300
  nChanged 5856
		SP:Iteration 15Q (8055.760000 sec): 3 clusters
  Score: Raw -39661411.554080 + Penalty 6199.453886 = -39655212.100194
  nChanged 3116
		SP:Iteration 16Q (8056.500000 sec): 3 clusters
  Score: Raw -39663631.494659 + Penalty 6199.453886 = -39657432.040773
  nChanged 1524
		SP:Iteration 17Q (8057.220000 sec): 3 clusters
  Score: Raw -39664672.464945 + Penalty 6199.453886 = -39658473.011059
  nChanged 710
		SP:Iteration 18Q (8057.920000 sec): 3 clusters
  Score: Raw -39665138.957831 + Penalty 6199.453886 = -39658939.503945
  nChanged 364
		SP:Iteration 19Q (8058.630000 sec): 3 clusters
  Score: Raw -39665379.037509 + Penalty 6199.453886 = -39659179.583623
  nChanged 224
		SP:Iteration 20F (8059.570000 sec): 3 clusters
  Score: Raw -39665538.762721 + Penalty 6199.453886 = -39659339.308835
  nChanged 163
		SP:Iteration 21Q (8060.260000 sec): 3 clusters
  Score: Raw -39665645.737779 + Penalty 6199.453886 = -39659446.283893
  nChanged 76
		SP:Iteration 22Q (8060.940000 sec): 3 clusters
  Score: Raw -39665693.540650 + Penalty 6199.453886 = -39659494.086764
  nChanged 56
		SP:Iteration 23Q (8061.620000 sec): 3 clusters
  Score: Raw -39665729.380315 + Penalty 6199.453886 = -39659529.926429
  nChanged 38
		SP:Iteration 24Q (8062.300000 sec): 3 clusters
  Score: Raw -39665751.647494 + Penalty 6199.453886 = -39659552.193608
  nChanged 33
		SP:Iteration 25Q (8062.980000 sec): 3 clusters
  Score: Raw -39665773.329181 + Penalty 6199.453886 = -39659573.875295
  nChanged 26
		SP:Iteration 26Q (8063.660000 sec): 3 clusters
  Score: Raw -39665795.174905 + Penalty 6199.453886 = -39659595.721019
  nChanged 24
		SP:Iteration 27Q (8064.340000 sec): 3 clusters
  Score: Raw -39665811.693733 + Penalty 6199.453886 = -39659612.239847
  nChanged 25
		SP:Iteration 28Q (8065.020000 sec): 3 clusters
  Score: Raw -39665826.911718 + Penalty 6199.453886 = -39659627.457832
  nChanged 14
		SP:Iteration 29Q (8065.700000 sec): 3 clusters
  Score: Raw -39665837.234710 + Penalty 6199.453886 = -39659637.780824
  nChanged 13
		SP:Iteration 30Q (8066.380000 sec): 3 clusters
  Score: Raw -39665845.565815 + Penalty 6199.453886 = -39659646.111929
  nChanged 10
		SP:Iteration 31Q (8067.060000 sec): 3 clusters
  Score: Raw -39665854.553892 + Penalty 6199.453886 = -39659655.100006
  nChanged 9
		SP:Iteration 32Q (8067.740000 sec): 3 clusters
  Score: Raw -39665861.111120 + Penalty 6199.453886 = -39659661.657234
  nChanged 8
		SP:Iteration 33Q (8068.420000 sec): 3 clusters
  Score: Raw -39665866.402814 + Penalty 6199.453886 = -39659666.948928
  nChanged 8
		SP:Iteration 34Q (8069.100000 sec): 3 clusters
  Score: Raw -39665871.964216 + Penalty 6199.453886 = -39659672.510330
  nChanged 8
		SP:Iteration 35Q (8069.770000 sec): 3 clusters
  Score: Raw -39665877.924187 + Penalty 6199.453886 = -39659678.470301
  nChanged 6
		SP:Iteration 36Q (8070.450000 sec): 3 clusters
  Score: Raw -39665881.159615 + Penalty 6199.453886 = -39659681.705729
  nChanged 4
		SP:Iteration 37Q (8071.130000 sec): 3 clusters
  Score: Raw -39665884.073572 + Penalty 6199.453886 = -39659684.619686
  nChanged 5
		SP:Iteration 38Q (8071.810000 sec): 3 clusters
  Score: Raw -39665887.906822 + Penalty 6199.453886 = -39659688.452936
  nChanged 4
		SP:Iteration 39Q (8072.480000 sec): 3 clusters
  Score: Raw -39665890.173716 + Penalty 6199.453886 = -39659690.719830
  nChanged 5
		SP:Iteration 40F (8073.430000 sec): 3 clusters
  Score: Raw -39665893.710989 + Penalty 6199.453886 = -39659694.257103
  nChanged 2
		SP:Iteration 41Q (8074.110000 sec): 3 clusters
  Score: Raw -39665895.283037 + Penalty 6199.453886 = -39659695.829151
  nChanged 2
		SP:Iteration 42Q (8074.780000 sec): 3 clusters
  Score: Raw -39665895.989620 + Penalty 6199.453886 = -39659696.535734
  nChanged 1
		SP:Iteration 43Q (8075.470000 sec): 3 clusters
  Score: Raw -39665896.706375 + Penalty 6199.453886 = -39659697.252489
  nChanged 2
		SP:Iteration 44Q (8076.150000 sec): 3 clusters
  Score: Raw -39665898.484199 + Penalty 6199.453886 = -39659699.030314
  nChanged 4
		SP:Iteration 45Q (8076.830000 sec): 3 clusters
  Score: Raw -39665903.799010 + Penalty 6199.453886 = -39659704.345124
  nChanged 3
		SP:Iteration 46Q (8077.510000 sec): 3 clusters
  Score: Raw -39665906.506764 + Penalty 6199.453886 = -39659707.052878
  nChanged 2
		SP:Iteration 47Q (8078.190000 sec): 3 clusters
  Score: Raw -39665908.113635 + Penalty 6199.453886 = -39659708.659749
  nChanged 1
		SP:Iteration 48Q (8078.870000 sec): 3 clusters
  Score: Raw -39665908.669251 + Penalty 6199.453886 = -39659709.215365
  nChanged 2
		SP:Iteration 49Q (8079.540000 sec): 3 clusters
  Score: Raw -39665909.718619 + Penalty 6199.453886 = -39659710.264733
  nChanged 1
		SP:Iteration 50Q (8080.210000 sec): 3 clusters
  Score: Raw -39665910.019955 + Penalty 6199.453886 = -39659710.566069
  nChanged 1
		SP:Iteration 51Q (8080.890000 sec): 3 clusters
  Score: Raw -39665910.241052 + Penalty 6199.453886 = -39659710.787166
  nChanged 0
		SP:Iteration 52F (8081.840000 sec): 3 clusters
  Score: Raw -39665910.241052 + Penalty 6199.453886 = -39659710.787166
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8082.090000 sec): 2 clusters
  Score: Raw -5135724.242631 + Penalty 2584.725774 = -5133139.516857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8082.210000 sec): 3 clusters
  Score: Raw -5115336.244335 + Penalty 5169.451548 = -5110166.792787
  nChanged 15254
		SP:Iteration 1F (8082.330000 sec): 3 clusters
  Score: Raw -5123550.768318 + Penalty 5169.451548 = -5118381.316770
  nChanged 1465
		SP:Iteration 2Q (8082.450000 sec): 3 clusters
  Score: Raw -5123972.002856 + Penalty 5169.451548 = -5118802.551309
  nChanged 1266
		SP:Iteration 3Q (8082.580000 sec): 3 clusters
  Score: Raw -5124313.147098 + Penalty 5169.451548 = -5119143.695550
  nChanged 1135
		SP:Iteration 4Q (8082.700000 sec): 3 clusters
  Score: Raw -5124633.251201 + Penalty 5169.451548 = -5119463.799654
  nChanged 1108
		SP:Iteration 5Q (8082.820000 sec): 3 clusters
  Score: Raw -5124987.016398 + Penalty 5169.451548 = -5119817.564850
  nChanged 1280
		SP:Iteration 6Q (8082.940000 sec): 3 clusters
  Score: Raw -5125492.351534 + Penalty 5169.451548 = -5120322.899987
  nChanged 1562
		SP:Iteration 7Q (8083.060000 sec): 3 clusters
  Score: Raw -5126287.119157 + Penalty 5169.451548 = -5121117.667609
  nChanged 1995
		SP:Iteration 8F (8083.180000 sec): 3 clusters
  Score: Raw -5127585.476916 + Penalty 5169.451548 = -5122416.025368
  nChanged 2356
		SP:Iteration 9F (8083.290000 sec): 3 clusters
  Score: Raw -5129431.465000 + Penalty 5169.451548 = -5124262.013453
  nChanged 2432
		SP:Iteration 10F (8083.410000 sec): 3 clusters
  Score: Raw -5131604.694990 + Penalty 5169.451548 = -5126435.243442
  nChanged 2013
		SP:Iteration 11F (8083.530000 sec): 3 clusters
  Score: Raw -5133422.904832 + Penalty 5169.451548 = -5128253.453285
  nChanged 1314
		SP:Iteration 12Q (8083.640000 sec): 3 clusters
  Score: Raw -5134618.042684 + Penalty 5169.451548 = -5129448.591136
  nChanged 739
		SP:Iteration 13Q (8083.750000 sec): 3 clusters
  Score: Raw -5135256.612360 + Penalty 5169.451548 = -5130087.160812
  nChanged 382
		SP:Iteration 14Q (8083.840000 sec): 3 clusters
  Score: Raw -5135603.064721 + Penalty 5169.451548 = -5130433.613173
  nChanged 211
		SP:Iteration 15Q (8083.930000 sec): 3 clusters
  Score: Raw -5135779.043802 + Penalty 5169.451548 = -5130609.592255
  nChanged 123
		SP:Iteration 16Q (8084.030000 sec): 3 clusters
  Score: Raw -5135869.205390 + Penalty 5169.451548 = -5130699.753842
  nChanged 80
		SP:Iteration 17Q (8084.110000 sec): 3 clusters
  Score: Raw -5135937.610388 + Penalty 5169.451548 = -5130768.158841
  nChanged 61
		SP:Iteration 18Q (8084.200000 sec): 3 clusters
  Score: Raw -5135986.476049 + Penalty 5169.451548 = -5130817.024501
  nChanged 35
		SP:Iteration 19Q (8084.280000 sec): 3 clusters
  Score: Raw -5136012.351851 + Penalty 5169.451548 = -5130842.900304
  nChanged 21
		SP:Iteration 20F (8084.400000 sec): 3 clusters
  Score: Raw -5136026.374251 + Penalty 5169.451548 = -5130856.922704
  nChanged 18
		SP:Iteration 21Q (8084.490000 sec): 3 clusters
  Score: Raw -5136036.669809 + Penalty 5169.451548 = -5130867.218262
  nChanged 9
		SP:Iteration 22Q (8084.580000 sec): 3 clusters
  Score: Raw -5136041.643826 + Penalty 5169.451548 = -5130872.192278
  nChanged 7
		SP:Iteration 23Q (8084.660000 sec): 3 clusters
  Score: Raw -5136047.248867 + Penalty 5169.451548 = -5130877.797319
  nChanged 12
		SP:Iteration 24Q (8084.750000 sec): 3 clusters
  Score: Raw -5136056.667804 + Penalty 5169.451548 = -5130887.216256
  nChanged 11
		SP:Iteration 25Q (8084.840000 sec): 3 clusters
  Score: Raw -5136064.764683 + Penalty 5169.451548 = -5130895.313135
  nChanged 7
		SP:Iteration 26Q (8084.920000 sec): 3 clusters
  Score: Raw -5136068.535724 + Penalty 5169.451548 = -5130899.084176
  nChanged 6
		SP:Iteration 27Q (8085.010000 sec): 3 clusters
  Score: Raw -5136073.056792 + Penalty 5169.451548 = -5130903.605245
  nChanged 5
		SP:Iteration 28Q (8085.090000 sec): 3 clusters
  Score: Raw -5136076.542223 + Penalty 5169.451548 = -5130907.090675
  nChanged 4
		SP:Iteration 29Q (8085.180000 sec): 3 clusters
  Score: Raw -5136078.693033 + Penalty 5169.451548 = -5130909.241486
  nChanged 4
		SP:Iteration 30Q (8085.260000 sec): 3 clusters
  Score: Raw -5136082.238361 + Penalty 5169.451548 = -5130912.786813
  nChanged 5
		SP:Iteration 31Q (8085.350000 sec): 3 clusters
  Score: Raw -5136085.385361 + Penalty 5169.451548 = -5130915.933814
  nChanged 3
		SP:Iteration 32Q (8085.430000 sec): 3 clusters
  Score: Raw -5136086.856557 + Penalty 5169.451548 = -5130917.405009
  nChanged 1
		SP:Iteration 33Q (8085.510000 sec): 3 clusters
  Score: Raw -5136087.115430 + Penalty 5169.451548 = -5130917.663883
  nChanged 1
		SP:Iteration 34Q (8085.600000 sec): 3 clusters
  Score: Raw -5136087.494308 + Penalty 5169.451548 = -5130918.042761
  nChanged 0
		SP:Iteration 35F (8085.710000 sec): 3 clusters
  Score: Raw -5136087.494308 + Penalty 5169.451548 = -5130918.042761
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.730000 sec): 2 clusters
  Score: Raw -141600.058951 + Penalty 1732.439171 = -139867.619780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.740000 sec): 3 clusters
  Score: Raw -141385.178478 + Penalty 3464.878342 = -137920.300136
  nChanged 282
		SP:Iteration 1F (8085.740000 sec): 3 clusters
  Score: Raw -141768.243366 + Penalty 3464.878342 = -138303.365025
  nChanged 80
		SP:Iteration 2F (8085.750000 sec): 3 clusters
  Score: Raw -141888.841639 + Penalty 3464.878342 = -138423.963297
  nChanged 47
		SP:Iteration 3Q (8085.750000 sec): 3 clusters
  Score: Raw -141969.650310 + Penalty 3464.878342 = -138504.771969
  nChanged 40
		SP:Iteration 4Q (8085.750000 sec): 3 clusters
  Score: Raw -142048.354617 + Penalty 3464.878342 = -138583.476276
  nChanged 37
		SP:Iteration 5Q (8085.750000 sec): 3 clusters
  Score: Raw -142109.333427 + Penalty 3464.878342 = -138644.455085
  nChanged 23
		SP:Iteration 6Q (8085.760000 sec): 3 clusters
  Score: Raw -142139.742818 + Penalty 3464.878342 = -138674.864476
  nChanged 21
		SP:Iteration 7Q (8085.760000 sec): 3 clusters
  Score: Raw -142168.240576 + Penalty 3464.878342 = -138703.362234
  nChanged 7
		SP:Iteration 8Q (8085.770000 sec): 3 clusters
  Score: Raw -142174.636624 + Penalty 3464.878342 = -138709.758283
  nChanged 5
		SP:Iteration 9Q (8085.770000 sec): 3 clusters
  Score: Raw -142178.602836 + Penalty 3464.878342 = -138713.724494
  nChanged 0
		SP:Iteration 10F (8085.770000 sec): 3 clusters
  Score: Raw -142178.602836 + Penalty 3464.878342 = -138713.724494
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.770000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.780000 sec): 3 clusters
  Score: Raw -31545.514794 + Penalty 2705.839273 = -28839.675521
  nChanged 28
		SP:Iteration 1F (8085.780000 sec): 3 clusters
  Score: Raw -31687.447700 + Penalty 2705.839273 = -28981.608427
  nChanged 17
		SP:Iteration 2F (8085.780000 sec): 3 clusters
  Score: Raw -31761.235262 + Penalty 2705.839273 = -29055.395989
  nChanged 9
		SP:Iteration 3Q (8085.780000 sec): 3 clusters
  Score: Raw -31826.304856 + Penalty 2705.839273 = -29120.465583
  nChanged 3
		SP:Iteration 4Q (8085.780000 sec): 3 clusters
  Score: Raw -31840.612252 + Penalty 2705.839273 = -29134.772979
  nChanged 4
		SP:Iteration 5Q (8085.780000 sec): 3 clusters
  Score: Raw -31867.899881 + Penalty 2705.839273 = -29162.060607
  nChanged 1
		SP:Iteration 6Q (8085.780000 sec): 3 clusters
  Score: Raw -31884.021299 + Penalty 2705.839273 = -29178.182026
  nChanged 1
		SP:Iteration 7Q (8085.780000 sec): 3 clusters
  Score: Raw -31886.522241 + Penalty 2705.839273 = -29180.682967
  nChanged 0
		SP:Iteration 8F (8085.780000 sec): 3 clusters
  Score: Raw -31886.522241 + Penalty 2705.839273 = -29180.682967
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.790000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.790000 sec): 3 clusters
  Score: Raw -77809.770982 + Penalty 3172.049753 = -74637.721230
  nChanged 119
		SP:Iteration 1F (8085.790000 sec): 3 clusters
  Score: Raw -77996.707449 + Penalty 3172.049753 = -74824.657696
  nChanged 35
		SP:Iteration 2F (8085.790000 sec): 3 clusters
  Score: Raw -78066.909061 + Penalty 3172.049753 = -74894.859308
  nChanged 12
		SP:Iteration 3Q (8085.790000 sec): 3 clusters
  Score: Raw -78094.562015 + Penalty 3172.049753 = -74922.512263
  nChanged 9
		SP:Iteration 4Q (8085.800000 sec): 3 clusters
  Score: Raw -78110.617995 + Penalty 3172.049753 = -74938.568242
  nChanged 4
		SP:Iteration 5Q (8085.800000 sec): 3 clusters
  Score: Raw -78117.183245 + Penalty 3172.049753 = -74945.133493
  nChanged 3
		SP:Iteration 6Q (8085.800000 sec): 3 clusters
  Score: Raw -78121.549257 + Penalty 3172.049753 = -74949.499504
  nChanged 3
		SP:Iteration 7Q (8085.800000 sec): 3 clusters
  Score: Raw -78125.481570 + Penalty 3172.049753 = -74953.431818
  nChanged 3
		SP:Iteration 8Q (8085.800000 sec): 3 clusters
  Score: Raw -78130.094890 + Penalty 3172.049753 = -74958.045137
  nChanged 3
		SP:Iteration 9Q (8085.810000 sec): 3 clusters
  Score: Raw -78137.950386 + Penalty 3172.049753 = -74965.900633
  nChanged 3
		SP:Iteration 10Q (8085.810000 sec): 3 clusters
  Score: Raw -78141.934646 + Penalty 3172.049753 = -74969.884893
  nChanged 2
		SP:Iteration 11Q (8085.810000 sec): 3 clusters
  Score: Raw -78144.547568 + Penalty 3172.049753 = -74972.497815
  nChanged 1
		SP:Iteration 12Q (8085.810000 sec): 3 clusters
  Score: Raw -78146.633796 + Penalty 3172.049753 = -74974.584044
  nChanged 0
		SP:Iteration 13F (8085.810000 sec): 3 clusters
  Score: Raw -78146.633796 + Penalty 3172.049753 = -74974.584044
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.820000 sec): 2 clusters
  Score: Raw -24575.550785 + Penalty 1363.297720 = -23212.253065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.820000 sec): 3 clusters
  Score: Raw -24848.801975 + Penalty 2726.595440 = -22122.206535
  nChanged 42
		SP:Iteration 1F (8085.820000 sec): 3 clusters
  Score: Raw -25069.079967 + Penalty 2726.595440 = -22342.484528
  nChanged 14
		SP:Iteration 2F (8085.820000 sec): 3 clusters
  Score: Raw -25349.344036 + Penalty 2726.595440 = -22622.748597
  nChanged 10
		SP:Iteration 3Q (8085.820000 sec): 3 clusters
  Score: Raw -25431.668373 + Penalty 2726.595440 = -22705.072934
  nChanged 5
		SP:Iteration 4Q (8085.820000 sec): 3 clusters
  Score: Raw -25509.838116 + Penalty 2726.595440 = -22783.242676
  nChanged 2
		SP:Iteration 5Q (8085.820000 sec): 3 clusters
  Score: Raw -25595.067269 + Penalty 2726.595440 = -22868.471829
  nChanged 2
		SP:Iteration 6Q (8085.820000 sec): 3 clusters
  Score: Raw -25753.294347 + Penalty 2726.595440 = -23026.698907
  nChanged 2
		SP:Iteration 7Q (8085.820000 sec): 3 clusters
  Score: Raw -25808.447023 + Penalty 2726.595440 = -23081.851583
  nChanged 0
		SP:Iteration 8F (8085.820000 sec): 3 clusters
  Score: Raw -25808.447023 + Penalty 2726.595440 = -23081.851583
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.830000 sec): 2 clusters
  Score: Raw -33339.247056 + Penalty 1391.149005 = -31948.098051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.830000 sec): 3 clusters
  Score: Raw -33527.670656 + Penalty 2782.298010 = -30745.372645
  nChanged 36
		SP:Iteration 1F (8085.830000 sec): 3 clusters
  Score: Raw -33709.041898 + Penalty 2782.298010 = -30926.743887
  nChanged 23
		SP:Iteration 2F (8085.830000 sec): 3 clusters
  Score: Raw -33852.612059 + Penalty 2782.298010 = -31070.314048
  nChanged 15
		SP:Iteration 3F (8085.830000 sec): 3 clusters
  Score: Raw -34018.276719 + Penalty 2782.298010 = -31235.978709
  nChanged 16
		SP:Iteration 4F (8085.830000 sec): 3 clusters
  Score: Raw -34231.265387 + Penalty 2782.298010 = -31448.967377
  nChanged 8
		SP:Iteration 5Q (8085.830000 sec): 3 clusters
  Score: Raw -34383.450113 + Penalty 2782.298010 = -31601.152103
  nChanged 7
		SP:Iteration 6Q (8085.830000 sec): 3 clusters
  Score: Raw -34468.507099 + Penalty 2782.298010 = -31686.209088
  nChanged 1
		SP:Iteration 7Q (8085.830000 sec): 3 clusters
  Score: Raw -34505.728688 + Penalty 2782.298010 = -31723.430677
  nChanged 1
		SP:Iteration 8Q (8085.830000 sec): 3 clusters
  Score: Raw -34510.156521 + Penalty 2782.298010 = -31727.858510
  nChanged 1
		SP:Iteration 9Q (8085.830000 sec): 3 clusters
  Score: Raw -34514.758625 + Penalty 2782.298010 = -31732.460615
  nChanged 1
		SP:Iteration 10Q (8085.830000 sec): 3 clusters
  Score: Raw -34523.533123 + Penalty 2782.298010 = -31741.235113
  nChanged 0
		SP:Iteration 11F (8085.840000 sec): 3 clusters
  Score: Raw -34523.533123 + Penalty 2782.298010 = -31741.235113
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.840000 sec): 2 clusters
  Score: Raw -29618.592547 + Penalty 1336.489789 = -28282.102758
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.840000 sec): 3 clusters
  Score: Raw -29823.273034 + Penalty 2672.979578 = -27150.293456
  nChanged 13
		SP:Iteration 1F (8085.840000 sec): 3 clusters
  Score: Raw -29882.613540 + Penalty 2672.979578 = -27209.633962
  nChanged 4
		SP:Iteration 2Q (8085.840000 sec): 3 clusters
  Score: Raw -29902.623952 + Penalty 2672.979578 = -27229.644374
  nChanged 0
		SP:Iteration 3F (8085.840000 sec): 3 clusters
  Score: Raw -29902.623952 + Penalty 2672.979578 = -27229.644374
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.850000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.850000 sec): 3 clusters
  Score: Raw -55046.823097 + Penalty 2975.472535 = -52071.350562
  nChanged 64
		SP:Iteration 1F (8085.850000 sec): 3 clusters
  Score: Raw -55205.660609 + Penalty 2975.472535 = -52230.188075
  nChanged 15
		SP:Iteration 2Q (8085.850000 sec): 3 clusters
  Score: Raw -55242.235474 + Penalty 2975.472535 = -52266.762940
  nChanged 3
		SP:Iteration 3Q (8085.850000 sec): 3 clusters
  Score: Raw -55251.740778 + Penalty 2975.472535 = -52276.268244
  nChanged 5
		SP:Iteration 4Q (8085.850000 sec): 3 clusters
  Score: Raw -55262.242797 + Penalty 2975.472535 = -52286.770262
  nChanged 3
		SP:Iteration 5Q (8085.850000 sec): 3 clusters
  Score: Raw -55269.674706 + Penalty 2975.472535 = -52294.202171
  nChanged 1
		SP:Iteration 6Q (8085.850000 sec): 3 clusters
  Score: Raw -55274.225249 + Penalty 2975.472535 = -52298.752714
  nChanged 3
		SP:Iteration 7Q (8085.860000 sec): 3 clusters
  Score: Raw -55283.499066 + Penalty 2975.472535 = -52308.026531
  nChanged 3
		SP:Iteration 8Q (8085.860000 sec): 3 clusters
  Score: Raw -55293.965630 + Penalty 2975.472535 = -52318.493095
  nChanged 2
		SP:Iteration 9Q (8085.860000 sec): 3 clusters
  Score: Raw -55300.313395 + Penalty 2975.472535 = -52324.840860
  nChanged 2
		SP:Iteration 10Q (8085.860000 sec): 3 clusters
  Score: Raw -55305.769867 + Penalty 2975.472535 = -52330.297333
  nChanged 0
		SP:Iteration 11F (8085.860000 sec): 3 clusters
  Score: Raw -55305.769867 + Penalty 2975.472535 = -52330.297333
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.870000 sec): 2 clusters
  Score: Raw -17548.260455 + Penalty 1308.972435 = -16239.288020
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.870000 sec): 3 clusters
  Score: Raw -18184.250656 + Penalty 2617.944871 = -15566.305785
  nChanged 42
		SP:Iteration 1F (8085.870000 sec): 3 clusters
  Score: Raw -18475.088349 + Penalty 2617.944871 = -15857.143478
  nChanged 14
		SP:Iteration 2F (8085.870000 sec): 3 clusters
  Score: Raw -18664.424049 + Penalty 2617.944871 = -16046.479178
  nChanged 7
		SP:Iteration 3Q (8085.870000 sec): 3 clusters
  Score: Raw -18822.934314 + Penalty 2617.944871 = -16204.989443
  nChanged 1
		SP:Iteration 4Q (8085.870000 sec): 3 clusters
  Score: Raw -18837.933889 + Penalty 2617.944871 = -16219.989018
  nChanged 0
		SP:Iteration 5F (8085.870000 sec): 3 clusters
  Score: Raw -18837.933889 + Penalty 2617.944871 = -16219.989018
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.870000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.870000 sec): 3 clusters
  Score: Raw -29470.025829 + Penalty 2686.385799 = -26783.640029
  nChanged 15
		SP:Iteration 1F (8085.870000 sec): 3 clusters
  Score: Raw -29541.581164 + Penalty 2686.385799 = -26855.195364
  nChanged 4
		SP:Iteration 2Q (8085.870000 sec): 3 clusters
  Score: Raw -29556.769204 + Penalty 2686.385799 = -26870.383404
  nChanged 4
		SP:Iteration 3Q (8085.870000 sec): 3 clusters
  Score: Raw -29568.567520 + Penalty 2686.385799 = -26882.181720
  nChanged 0
		SP:Iteration 4F (8085.870000 sec): 3 clusters
  Score: Raw -29568.567520 + Penalty 2686.385799 = -26882.181720
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.880000 sec): 2 clusters
  Score: Raw -46074.767155 + Penalty 1447.033063 = -44627.734092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.880000 sec): 3 clusters
  Score: Raw -46205.557942 + Penalty 2894.066126 = -43311.491817
  nChanged 69
		SP:Iteration 1F (8085.880000 sec): 3 clusters
  Score: Raw -46395.299169 + Penalty 2894.066126 = -43501.233043
  nChanged 12
		SP:Iteration 2Q (8085.880000 sec): 3 clusters
  Score: Raw -46436.661879 + Penalty 2894.066126 = -43542.595754
  nChanged 9
		SP:Iteration 3Q (8085.880000 sec): 3 clusters
  Score: Raw -46459.423704 + Penalty 2894.066126 = -43565.357579
  nChanged 6
		SP:Iteration 4Q (8085.890000 sec): 3 clusters
  Score: Raw -46490.830719 + Penalty 2894.066126 = -43596.764593
  nChanged 4
		SP:Iteration 5Q (8085.890000 sec): 3 clusters
  Score: Raw -46498.822737 + Penalty 2894.066126 = -43604.756612
  nChanged 2
		SP:Iteration 6Q (8085.890000 sec): 3 clusters
  Score: Raw -46504.911569 + Penalty 2894.066126 = -43610.845444
  nChanged 2
		SP:Iteration 7Q (8085.890000 sec): 3 clusters
  Score: Raw -46516.412173 + Penalty 2894.066126 = -43622.346048
  nChanged 2
		SP:Iteration 8Q (8085.890000 sec): 3 clusters
  Score: Raw -46523.881280 + Penalty 2894.066126 = -43629.815154
  nChanged 0
		SP:Iteration 9F (8085.890000 sec): 3 clusters
  Score: Raw -46523.881280 + Penalty 2894.066126 = -43629.815154
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.890000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.890000 sec): 3 clusters
  Score: Raw -55269.105302 + Penalty 3005.325105 = -52263.780197
  nChanged 67
		SP:Iteration 1F (8085.890000 sec): 3 clusters
  Score: Raw -55504.586716 + Penalty 3005.325105 = -52499.261611
  nChanged 23
		SP:Iteration 2F (8085.900000 sec): 3 clusters
  Score: Raw -55628.501727 + Penalty 3005.325105 = -52623.176622
  nChanged 13
		SP:Iteration 3Q (8085.900000 sec): 3 clusters
  Score: Raw -55672.641525 + Penalty 3005.325105 = -52667.316420
  nChanged 5
		SP:Iteration 4Q (8085.900000 sec): 3 clusters
  Score: Raw -55685.928756 + Penalty 3005.325105 = -52680.603651
  nChanged 3
		SP:Iteration 5Q (8085.900000 sec): 3 clusters
  Score: Raw -55693.647469 + Penalty 3005.325105 = -52688.322364
  nChanged 2
		SP:Iteration 6Q (8085.900000 sec): 3 clusters
  Score: Raw -55700.289739 + Penalty 3005.325105 = -52694.964634
  nChanged 2
		SP:Iteration 7Q (8085.910000 sec): 3 clusters
  Score: Raw -55707.839127 + Penalty 3005.325105 = -52702.514022
  nChanged 2
		SP:Iteration 8Q (8085.910000 sec): 3 clusters
  Score: Raw -55713.270319 + Penalty 3005.325105 = -52707.945214
  nChanged 1
		SP:Iteration 9Q (8085.910000 sec): 3 clusters
  Score: Raw -55714.176933 + Penalty 3005.325105 = -52708.851828
  nChanged 0
		SP:Iteration 10F (8085.910000 sec): 3 clusters
  Score: Raw -55714.176933 + Penalty 3005.325105 = -52708.851828
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 38 (242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.910000 sec): 2 clusters
  Score: Raw -24854.945070 + Penalty 1361.256556 = -23493.688514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.910000 sec): 3 clusters
  Score: Raw -25808.661083 + Penalty 2722.513112 = -23086.147970
  nChanged 72
		SP:Iteration 1F (8085.910000 sec): 3 clusters
  Score: Raw -26246.400244 + Penalty 2722.513112 = -23523.887132
  nChanged 11
		SP:Iteration 2Q (8085.910000 sec): 3 clusters
  Score: Raw -26364.437196 + Penalty 2722.513112 = -23641.924084
  nChanged 3
		SP:Iteration 3Q (8085.910000 sec): 3 clusters
  Score: Raw -26401.969612 + Penalty 2722.513112 = -23679.456500
  nChanged 1
		SP:Iteration 4Q (8085.910000 sec): 3 clusters
  Score: Raw -26412.198843 + Penalty 2722.513112 = -23689.685730
  nChanged 0
		SP:Iteration 5F (8085.910000 sec): 3 clusters
  Score: Raw -26412.198843 + Penalty 2722.513112 = -23689.685730
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 42.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 39 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.920000 sec): 2 clusters
  Score: Raw -22896.629861 + Penalty 1287.853299 = -21608.776562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.920000 sec): 3 clusters
  Score: Raw -23177.345993 + Penalty 2575.706598 = -20601.639395
  nChanged 17
		SP:Iteration 1F (8085.920000 sec): 3 clusters
  Score: Raw -23270.387323 + Penalty 2575.706598 = -20694.680724
  nChanged 5
		SP:Iteration 2Q (8085.920000 sec): 3 clusters
  Score: Raw -23312.660267 + Penalty 2575.706598 = -20736.953669
  nChanged 3
		SP:Iteration 3Q (8085.920000 sec): 3 clusters
  Score: Raw -23324.762173 + Penalty 2575.706598 = -20749.055575
  nChanged 1
		SP:Iteration 4Q (8085.920000 sec): 3 clusters
  Score: Raw -23327.758350 + Penalty 2575.706598 = -20752.051752
  nChanged 0
		SP:Iteration 5F (8085.930000 sec): 3 clusters
  Score: Raw -23327.758350 + Penalty 2575.706598 = -20752.051752
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.930000 sec): 2 clusters
  Score: Raw -68690.960353 + Penalty 1547.104507 = -67143.855846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.930000 sec): 3 clusters
  Score: Raw -68719.424150 + Penalty 3094.209014 = -65625.215136
  nChanged 99
		SP:Iteration 1F (8085.930000 sec): 3 clusters
  Score: Raw -68906.028226 + Penalty 3094.209014 = -65811.819212
  nChanged 22
		SP:Iteration 2Q (8085.930000 sec): 3 clusters
  Score: Raw -68976.066819 + Penalty 3094.209014 = -65881.857805
  nChanged 11
		SP:Iteration 3Q (8085.930000 sec): 3 clusters
  Score: Raw -69006.563029 + Penalty 3094.209014 = -65912.354015
  nChanged 8
		SP:Iteration 4Q (8085.940000 sec): 3 clusters
  Score: Raw -69022.089747 + Penalty 3094.209014 = -65927.880733
  nChanged 5
		SP:Iteration 5Q (8085.940000 sec): 3 clusters
  Score: Raw -69033.468680 + Penalty 3094.209014 = -65939.259666
  nChanged 5
		SP:Iteration 6Q (8085.940000 sec): 3 clusters
  Score: Raw -69041.633995 + Penalty 3094.209014 = -65947.424981
  nChanged 4
		SP:Iteration 7Q (8085.940000 sec): 3 clusters
  Score: Raw -69047.023374 + Penalty 3094.209014 = -65952.814360
  nChanged 2
		SP:Iteration 8Q (8085.940000 sec): 3 clusters
  Score: Raw -69052.479550 + Penalty 3094.209014 = -65958.270536
  nChanged 2
		SP:Iteration 9Q (8085.940000 sec): 3 clusters
  Score: Raw -69055.630175 + Penalty 3094.209014 = -65961.421161
  nChanged 1
		SP:Iteration 10Q (8085.940000 sec): 3 clusters
  Score: Raw -69059.909557 + Penalty 3094.209014 = -65965.700543
  nChanged 0
		SP:Iteration 11F (8085.950000 sec): 3 clusters
  Score: Raw -69059.909557 + Penalty 3094.209014 = -65965.700543
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (199 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.950000 sec): 2 clusters
  Score: Raw -16120.972557 + Penalty 1312.739597 = -14808.232960
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.950000 sec): 3 clusters
  Score: Raw -16576.979248 + Penalty 2625.479193 = -13951.500054
  nChanged 39
		SP:Iteration 1F (8085.950000 sec): 3 clusters
  Score: Raw -16893.707112 + Penalty 2625.479193 = -14268.227919
  nChanged 10
		SP:Iteration 2F (8085.950000 sec): 3 clusters
  Score: Raw -16955.060790 + Penalty 2625.479193 = -14329.581597
  nChanged 1
		SP:Iteration 3Q (8085.950000 sec): 3 clusters
  Score: Raw -16959.064965 + Penalty 2625.479193 = -14333.585772
  nChanged 1
		SP:Iteration 4Q (8085.950000 sec): 3 clusters
  Score: Raw -16960.745943 + Penalty 2625.479193 = -14335.266750
  nChanged 0
		SP:Iteration 5F (8085.950000 sec): 3 clusters
  Score: Raw -16960.745943 + Penalty 2625.479193 = -14335.266750
  nChanged 0
Deleting Class 38 (45 points): Lose 2210.725352 but Gain 3374.686117
Iteration 299Q (8094.830000 sec): 42 clusters
  Score: Raw -117674503.803525 + Penalty 138362.130809 = -117536141.672716
  nChanged 63
Iteration 300F (8135.980000 sec): 42 clusters
  Score: Raw -117675489.506304 + Penalty 138362.130809 = -117537127.375495
  nChanged 53
Iteration 301Q (8144.760000 sec): 42 clusters
  Score: Raw -117676277.420979 + Penalty 138362.130809 = -117537915.290170
  nChanged 23
Iteration 302Q (8153.550000 sec): 42 clusters
  Score: Raw -117676365.222097 + Penalty 138362.130809 = -117538003.091288
  nChanged 16
Iteration 303Q (8162.330000 sec): 42 clusters
  Score: Raw -117676503.210541 + Penalty 138362.130809 = -117538141.079732
  nChanged 15
Iteration 304Q (8171.180000 sec): 42 clusters
  Score: Raw -117676856.550826 + Penalty 138362.130809 = -117538494.420016
  nChanged 11
Iteration 305Q (8180.050000 sec): 42 clusters
  Score: Raw -117676880.050025 + Penalty 138362.130809 = -117538517.919216
  nChanged 10
Iteration 306Q (8188.980000 sec): 42 clusters
  Score: Raw -117676880.149573 + Penalty 138362.130809 = -117538518.018764
  nChanged 9
Iteration 307Q (8197.890000 sec): 42 clusters
  Score: Raw -117676880.294483 + Penalty 138362.130809 = -117538518.163673
  nChanged 7
Iteration 308Q (8206.830000 sec): 42 clusters
  Score: Raw -117676880.395627 + Penalty 138362.130809 = -117538518.264818
  nChanged 8
Iteration 309Q (8215.760000 sec): 42 clusters
  Score: Raw -117676880.547469 + Penalty 138362.130809 = -117538518.416660
  nChanged 6
Iteration 310Q (8224.690000 sec): 42 clusters
  Score: Raw -117676880.643961 + Penalty 138362.130809 = -117538518.513152
  nChanged 7
Iteration 311Q (8233.610000 sec): 42 clusters
  Score: Raw -117676880.770957 + Penalty 138362.130809 = -117538518.640148
  nChanged 8
Iteration 312Q (8242.520000 sec): 42 clusters
  Score: Raw -117676880.847235 + Penalty 138362.130809 = -117538518.716426
  nChanged 5
Iteration 313Q (8251.390000 sec): 42 clusters
  Score: Raw -117676880.903637 + Penalty 138362.130809 = -117538518.772828
  nChanged 5
Iteration 314Q (8260.230000 sec): 42 clusters
  Score: Raw -117676880.949994 + Penalty 138362.130809 = -117538518.819185
  nChanged 3
Iteration 315Q (8269.130000 sec): 42 clusters
  Score: Raw -117676881.018926 + Penalty 138362.130809 = -117538518.888116
  nChanged 3
Iteration 316Q (8278.030000 sec): 42 clusters
  Score: Raw -117676881.050322 + Penalty 138362.130809 = -117538518.919512
  nChanged 4
Iteration 317Q (8286.930000 sec): 42 clusters
  Score: Raw -117676881.165092 + Penalty 138362.130809 = -117538519.034283
  nChanged 7
Iteration 318Q (8295.830000 sec): 42 clusters
  Score: Raw -117676881.297373 + Penalty 138362.130809 = -117538519.166563
  nChanged 6
Iteration 319Q (8304.730000 sec): 42 clusters
  Score: Raw -117676881.436379 + Penalty 138362.130809 = -117538519.305569
  nChanged 9
Iteration 320F (8346.060000 sec): 42 clusters
  Score: Raw -117677008.266901 + Penalty 138362.130809 = -117538646.136091
  nChanged 18
Iteration 321Q (8354.960000 sec): 42 clusters
  Score: Raw -117677174.756263 + Penalty 138362.130809 = -117538812.625453
  nChanged 10
Iteration 322Q (8363.860000 sec): 42 clusters
  Score: Raw -117677231.980774 + Penalty 138362.130809 = -117538869.849965
  nChanged 13
Iteration 323Q (8372.770000 sec): 42 clusters
  Score: Raw -117677280.197930 + Penalty 138362.130809 = -117538918.067120
  nChanged 16
Iteration 324Q (8381.530000 sec): 42 clusters
  Score: Raw -117677287.666872 + Penalty 138362.130809 = -117538925.536063
  nChanged 18
Iteration 325Q (8390.300000 sec): 42 clusters
  Score: Raw -117677288.039297 + Penalty 138362.130809 = -117538925.908488
  nChanged 16
Iteration 326Q (8399.060000 sec): 42 clusters
  Score: Raw -117677288.343193 + Penalty 138362.130809 = -117538926.212383
  nChanged 13
Iteration 327Q (8407.960000 sec): 42 clusters
  Score: Raw -117677288.537879 + Penalty 138362.130809 = -117538926.407070
  nChanged 13
Iteration 328Q (8416.870000 sec): 42 clusters
  Score: Raw -117677288.674743 + Penalty 138362.130809 = -117538926.543933
  nChanged 4
Iteration 329Q (8425.740000 sec): 42 clusters
  Score: Raw -117677288.740136 + Penalty 138362.130809 = -117538926.609327
  nChanged 4
Iteration 330Q (8434.630000 sec): 42 clusters
  Score: Raw -117677288.781520 + Penalty 138362.130809 = -117538926.650711
  nChanged 4
Iteration 331Q (8443.540000 sec): 42 clusters
  Score: Raw -117677288.819532 + Penalty 138362.130809 = -117538926.688723
  nChanged 2
Iteration 332Q (8452.450000 sec): 42 clusters
  Score: Raw -117677288.830301 + Penalty 138362.130809 = -117538926.699492
  nChanged 1
Iteration 333Q (8461.350000 sec): 42 clusters
  Score: Raw -117677288.845431 + Penalty 138362.130809 = -117538926.714621
  nChanged 0
Iteration 334F (8502.920000 sec): 42 clusters
  Score: Raw -117677310.571852 + Penalty 138362.130809 = -117538948.441043
  nChanged 2
Iteration 335Q (8511.830000 sec): 42 clusters
  Score: Raw -117677339.408091 + Penalty 138362.130809 = -117538977.277282
  nChanged 1
Iteration 336Q (8520.760000 sec): 42 clusters
  Score: Raw -117677360.731460 + Penalty 138362.130809 = -117538998.600651
  nChanged 0
Iteration 337F (8561.890000 sec): 42 clusters
  Score: Raw -117677390.306012 + Penalty 138362.130809 = -117539028.175203
  nChanged 1
Iteration 338Q (8570.770000 sec): 42 clusters
  Score: Raw -117677402.597731 + Penalty 138362.130809 = -117539040.466922
  nChanged 0
Writing temp clu file 
Because OldScore, -117539028.175203, is greater than current (better) Score,-117539040.466922 
 Compute initial score before splitting:   Score: Raw -117677402.597731 + Penalty 138362.130809 = -117539040.466922
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8570.930000 sec): 2 clusters
  Score: Raw -1048183.648990 + Penalty 2200.863096 = -1045982.785895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8570.960000 sec): 3 clusters
  Score: Raw -1044431.731057 + Penalty 4401.726192 = -1040030.004865
  nChanged 2867
		SP:Iteration 1F (8570.990000 sec): 3 clusters
  Score: Raw -1045901.178262 + Penalty 4401.726192 = -1041499.452070
  nChanged 532
		SP:Iteration 2F (8571.010000 sec): 3 clusters
  Score: Raw -1046168.338734 + Penalty 4401.726192 = -1041766.612542
  nChanged 370
		SP:Iteration 3F (8571.040000 sec): 3 clusters
  Score: Raw -1046331.406856 + Penalty 4401.726192 = -1041929.680664
  nChanged 271
		SP:Iteration 4Q (8571.060000 sec): 3 clusters
  Score: Raw -1046444.101567 + Penalty 4401.726192 = -1042042.375376
  nChanged 232
		SP:Iteration 5Q (8571.090000 sec): 3 clusters
  Score: Raw -1046538.625493 + Penalty 4401.726192 = -1042136.899301
  nChanged 178
		SP:Iteration 6Q (8571.110000 sec): 3 clusters
  Score: Raw -1046601.399918 + Penalty 4401.726192 = -1042199.673726
  nChanged 151
		SP:Iteration 7Q (8571.140000 sec): 3 clusters
  Score: Raw -1046654.008813 + Penalty 4401.726192 = -1042252.282621
  nChanged 126
		SP:Iteration 8Q (8571.170000 sec): 3 clusters
  Score: Raw -1046697.422545 + Penalty 4401.726192 = -1042295.696353
  nChanged 129
		SP:Iteration 9Q (8571.190000 sec): 3 clusters
  Score: Raw -1046742.107163 + Penalty 4401.726192 = -1042340.380971
  nChanged 112
		SP:Iteration 10Q (8571.220000 sec): 3 clusters
  Score: Raw -1046780.359132 + Penalty 4401.726192 = -1042378.632940
  nChanged 118
		SP:Iteration 11Q (8571.240000 sec): 3 clusters
  Score: Raw -1046822.178287 + Penalty 4401.726192 = -1042420.452096
  nChanged 128
		SP:Iteration 12Q (8571.270000 sec): 3 clusters
  Score: Raw -1046866.972658 + Penalty 4401.726192 = -1042465.246467
  nChanged 136
		SP:Iteration 13Q (8571.290000 sec): 3 clusters
  Score: Raw -1046916.283960 + Penalty 4401.726192 = -1042514.557768
  nChanged 146
		SP:Iteration 14Q (8571.320000 sec): 3 clusters
  Score: Raw -1046979.751332 + Penalty 4401.726192 = -1042578.025140
  nChanged 166
		SP:Iteration 15Q (8571.350000 sec): 3 clusters
  Score: Raw -1047056.142941 + Penalty 4401.726192 = -1042654.416750
  nChanged 168
		SP:Iteration 16Q (8571.370000 sec): 3 clusters
  Score: Raw -1047131.535821 + Penalty 4401.726192 = -1042729.809629
  nChanged 178
		SP:Iteration 17Q (8571.400000 sec): 3 clusters
  Score: Raw -1047204.948593 + Penalty 4401.726192 = -1042803.222402
  nChanged 157
		SP:Iteration 18Q (8571.430000 sec): 3 clusters
  Score: Raw -1047272.846932 + Penalty 4401.726192 = -1042871.120741
  nChanged 181
		SP:Iteration 19Q (8571.450000 sec): 3 clusters
  Score: Raw -1047356.392063 + Penalty 4401.726192 = -1042954.665871
  nChanged 180
		SP:Iteration 20F (8571.480000 sec): 3 clusters
  Score: Raw -1047444.630447 + Penalty 4401.726192 = -1043042.904255
  nChanged 177
		SP:Iteration 21Q (8571.500000 sec): 3 clusters
  Score: Raw -1047541.731634 + Penalty 4401.726192 = -1043140.005442
  nChanged 203
		SP:Iteration 22Q (8571.530000 sec): 3 clusters
  Score: Raw -1047654.511753 + Penalty 4401.726192 = -1043252.785561
  nChanged 180
		SP:Iteration 23Q (8571.550000 sec): 3 clusters
  Score: Raw -1047746.520739 + Penalty 4401.726192 = -1043344.794547
  nChanged 159
		SP:Iteration 24Q (8571.580000 sec): 3 clusters
  Score: Raw -1047823.554719 + Penalty 4401.726192 = -1043421.828527
  nChanged 133
		SP:Iteration 25Q (8571.610000 sec): 3 clusters
  Score: Raw -1047886.293779 + Penalty 4401.726192 = -1043484.567587
  nChanged 107
		SP:Iteration 26Q (8571.630000 sec): 3 clusters
  Score: Raw -1047934.806456 + Penalty 4401.726192 = -1043533.080265
  nChanged 94
		SP:Iteration 27Q (8571.660000 sec): 3 clusters
  Score: Raw -1047977.763381 + Penalty 4401.726192 = -1043576.037189
  nChanged 78
		SP:Iteration 28Q (8571.690000 sec): 3 clusters
  Score: Raw -1048011.055905 + Penalty 4401.726192 = -1043609.329713
  nChanged 76
		SP:Iteration 29Q (8571.710000 sec): 3 clusters
  Score: Raw -1048046.093998 + Penalty 4401.726192 = -1043644.367806
  nChanged 59
		SP:Iteration 30Q (8571.730000 sec): 3 clusters
  Score: Raw -1048076.215744 + Penalty 4401.726192 = -1043674.489553
  nChanged 57
		SP:Iteration 31Q (8571.760000 sec): 3 clusters
  Score: Raw -1048106.115473 + Penalty 4401.726192 = -1043704.389281
  nChanged 60
		SP:Iteration 32Q (8571.800000 sec): 3 clusters
  Score: Raw -1048142.786944 + Penalty 4401.726192 = -1043741.060752
  nChanged 62
		SP:Iteration 33Q (8571.830000 sec): 3 clusters
  Score: Raw -1048174.103547 + Penalty 4401.726192 = -1043772.377355
  nChanged 61
		SP:Iteration 34Q (8571.850000 sec): 3 clusters
  Score: Raw -1048203.826423 + Penalty 4401.726192 = -1043802.100231
  nChanged 44
		SP:Iteration 35Q (8571.870000 sec): 3 clusters
  Score: Raw -1048227.961706 + Penalty 4401.726192 = -1043826.235515
  nChanged 40
		SP:Iteration 36Q (8571.900000 sec): 3 clusters
  Score: Raw -1048244.815251 + Penalty 4401.726192 = -1043843.089059
  nChanged 25
		SP:Iteration 37Q (8571.920000 sec): 3 clusters
  Score: Raw -1048257.596238 + Penalty 4401.726192 = -1043855.870046
  nChanged 29
		SP:Iteration 38Q (8571.950000 sec): 3 clusters
  Score: Raw -1048271.984282 + Penalty 4401.726192 = -1043870.258090
  nChanged 18
		SP:Iteration 39Q (8571.970000 sec): 3 clusters
  Score: Raw -1048281.793630 + Penalty 4401.726192 = -1043880.067438
  nChanged 19
		SP:Iteration 40F (8572.000000 sec): 3 clusters
  Score: Raw -1048293.719182 + Penalty 4401.726192 = -1043891.992990
  nChanged 24
		SP:Iteration 41Q (8572.020000 sec): 3 clusters
  Score: Raw -1048309.417334 + Penalty 4401.726192 = -1043907.691142
  nChanged 17
		SP:Iteration 42Q (8572.050000 sec): 3 clusters
  Score: Raw -1048319.874824 + Penalty 4401.726192 = -1043918.148633
  nChanged 12
		SP:Iteration 43Q (8572.070000 sec): 3 clusters
  Score: Raw -1048326.667028 + Penalty 4401.726192 = -1043924.940836
  nChanged 14
		SP:Iteration 44Q (8572.090000 sec): 3 clusters
  Score: Raw -1048336.005817 + Penalty 4401.726192 = -1043934.279626
  nChanged 13
		SP:Iteration 45Q (8572.120000 sec): 3 clusters
  Score: Raw -1048343.787698 + Penalty 4401.726192 = -1043942.061507
  nChanged 11
		SP:Iteration 46Q (8572.140000 sec): 3 clusters
  Score: Raw -1048350.060147 + Penalty 4401.726192 = -1043948.333955
  nChanged 7
		SP:Iteration 47Q (8572.160000 sec): 3 clusters
  Score: Raw -1048353.606226 + Penalty 4401.726192 = -1043951.880035
  nChanged 4
		SP:Iteration 48Q (8572.190000 sec): 3 clusters
  Score: Raw -1048355.413515 + Penalty 4401.726192 = -1043953.687323
  nChanged 4
		SP:Iteration 49Q (8572.210000 sec): 3 clusters
  Score: Raw -1048357.978435 + Penalty 4401.726192 = -1043956.252243
  nChanged 5
		SP:Iteration 50Q (8572.230000 sec): 3 clusters
  Score: Raw -1048361.097943 + Penalty 4401.726192 = -1043959.371752
  nChanged 4
		SP:Iteration 51Q (8572.260000 sec): 3 clusters
  Score: Raw -1048364.192674 + Penalty 4401.726192 = -1043962.466482
  nChanged 7
		SP:Iteration 52Q (8572.280000 sec): 3 clusters
  Score: Raw -1048368.758751 + Penalty 4401.726192 = -1043967.032560
  nChanged 14
		SP:Iteration 53Q (8572.310000 sec): 3 clusters
  Score: Raw -1048378.921182 + Penalty 4401.726192 = -1043977.194990
  nChanged 15
		SP:Iteration 54Q (8572.330000 sec): 3 clusters
  Score: Raw -1048388.036210 + Penalty 4401.726192 = -1043986.310018
  nChanged 10
		SP:Iteration 55Q (8572.350000 sec): 3 clusters
  Score: Raw -1048394.005039 + Penalty 4401.726192 = -1043992.278847
  nChanged 5
		SP:Iteration 56Q (8572.370000 sec): 3 clusters
  Score: Raw -1048397.249611 + Penalty 4401.726192 = -1043995.523419
  nChanged 6
		SP:Iteration 57Q (8572.400000 sec): 3 clusters
  Score: Raw -1048401.645003 + Penalty 4401.726192 = -1043999.918812
  nChanged 8
		SP:Iteration 58Q (8572.420000 sec): 3 clusters
  Score: Raw -1048406.763784 + Penalty 4401.726192 = -1044005.037593
  nChanged 7
		SP:Iteration 59Q (8572.440000 sec): 3 clusters
  Score: Raw -1048413.873521 + Penalty 4401.726192 = -1044012.147329
  nChanged 5
		SP:Iteration 60F (8572.470000 sec): 3 clusters
  Score: Raw -1048416.433002 + Penalty 4401.726192 = -1044014.706811
  nChanged 7
		SP:Iteration 61Q (8572.490000 sec): 3 clusters
  Score: Raw -1048421.994072 + Penalty 4401.726192 = -1044020.267881
  nChanged 6
		SP:Iteration 62Q (8572.510000 sec): 3 clusters
  Score: Raw -1048425.323147 + Penalty 4401.726192 = -1044023.596955
  nChanged 3
		SP:Iteration 63Q (8572.540000 sec): 3 clusters
  Score: Raw -1048427.398584 + Penalty 4401.726192 = -1044025.672393
  nChanged 5
		SP:Iteration 64Q (8572.560000 sec): 3 clusters
  Score: Raw -1048431.615888 + Penalty 4401.726192 = -1044029.889696
  nChanged 6
		SP:Iteration 65Q (8572.580000 sec): 3 clusters
  Score: Raw -1048436.855863 + Penalty 4401.726192 = -1044035.129671
  nChanged 6
		SP:Iteration 66Q (8572.610000 sec): 3 clusters
  Score: Raw -1048441.642292 + Penalty 4401.726192 = -1044039.916100
  nChanged 8
		SP:Iteration 67Q (8572.630000 sec): 3 clusters
  Score: Raw -1048449.116318 + Penalty 4401.726192 = -1044047.390126
  nChanged 7
		SP:Iteration 68Q (8572.650000 sec): 3 clusters
  Score: Raw -1048451.950037 + Penalty 4401.726192 = -1044050.223845
  nChanged 3
		SP:Iteration 69Q (8572.670000 sec): 3 clusters
  Score: Raw -1048453.195340 + Penalty 4401.726192 = -1044051.469148
  nChanged 3
		SP:Iteration 70Q (8572.700000 sec): 3 clusters
  Score: Raw -1048455.736304 + Penalty 4401.726192 = -1044054.010113
  nChanged 5
		SP:Iteration 71Q (8572.720000 sec): 3 clusters
  Score: Raw -1048459.640120 + Penalty 4401.726192 = -1044057.913928
  nChanged 6
		SP:Iteration 72Q (8572.740000 sec): 3 clusters
  Score: Raw -1048463.017348 + Penalty 4401.726192 = -1044061.291156
  nChanged 2
		SP:Iteration 73Q (8572.770000 sec): 3 clusters
  Score: Raw -1048464.978434 + Penalty 4401.726192 = -1044063.252243
  nChanged 4
		SP:Iteration 74Q (8572.790000 sec): 3 clusters
  Score: Raw -1048467.490413 + Penalty 4401.726192 = -1044065.764222
  nChanged 3
		SP:Iteration 75Q (8572.810000 sec): 3 clusters
  Score: Raw -1048468.690737 + Penalty 4401.726192 = -1044066.964545
  nChanged 0
		SP:Iteration 76F (8572.830000 sec): 3 clusters
  Score: Raw -1048468.690737 + Penalty 4401.726192 = -1044066.964545
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8572.860000 sec): 2 clusters
  Score: Raw -1106221.456500 + Penalty 2217.924743 = -1104003.531757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8572.890000 sec): 3 clusters
  Score: Raw -1102246.538105 + Penalty 4435.849487 = -1097810.688618
  nChanged 3103
		SP:Iteration 1F (8572.910000 sec): 3 clusters
  Score: Raw -1103887.081682 + Penalty 4435.849487 = -1099451.232196
  nChanged 586
		SP:Iteration 2F (8572.940000 sec): 3 clusters
  Score: Raw -1104225.015172 + Penalty 4435.849487 = -1099789.165686
  nChanged 458
		SP:Iteration 3F (8572.970000 sec): 3 clusters
  Score: Raw -1104484.592255 + Penalty 4435.849487 = -1100048.742768
  nChanged 354
		SP:Iteration 4Q (8572.990000 sec): 3 clusters
  Score: Raw -1104677.290858 + Penalty 4435.849487 = -1100241.441372
  nChanged 318
		SP:Iteration 5Q (8573.020000 sec): 3 clusters
  Score: Raw -1104829.014360 + Penalty 4435.849487 = -1100393.164873
  nChanged 255
		SP:Iteration 6Q (8573.050000 sec): 3 clusters
  Score: Raw -1104951.309083 + Penalty 4435.849487 = -1100515.459596
  nChanged 222
		SP:Iteration 7Q (8573.070000 sec): 3 clusters
  Score: Raw -1105054.002772 + Penalty 4435.849487 = -1100618.153285
  nChanged 211
		SP:Iteration 8Q (8573.100000 sec): 3 clusters
  Score: Raw -1105155.140271 + Penalty 4435.849487 = -1100719.290784
  nChanged 209
		SP:Iteration 9Q (8573.130000 sec): 3 clusters
  Score: Raw -1105260.103125 + Penalty 4435.849487 = -1100824.253638
  nChanged 200
		SP:Iteration 10Q (8573.150000 sec): 3 clusters
  Score: Raw -1105363.290951 + Penalty 4435.849487 = -1100927.441464
  nChanged 211
		SP:Iteration 11Q (8573.180000 sec): 3 clusters
  Score: Raw -1105471.414152 + Penalty 4435.849487 = -1101035.564665
  nChanged 191
		SP:Iteration 12Q (8573.210000 sec): 3 clusters
  Score: Raw -1105568.840416 + Penalty 4435.849487 = -1101132.990929
  nChanged 176
		SP:Iteration 13Q (8573.230000 sec): 3 clusters
  Score: Raw -1105651.980213 + Penalty 4435.849487 = -1101216.130726
  nChanged 166
		SP:Iteration 14Q (8573.260000 sec): 3 clusters
  Score: Raw -1105737.612345 + Penalty 4435.849487 = -1101301.762858
  nChanged 179
		SP:Iteration 15Q (8573.290000 sec): 3 clusters
  Score: Raw -1105829.150206 + Penalty 4435.849487 = -1101393.300720
  nChanged 155
		SP:Iteration 16Q (8573.310000 sec): 3 clusters
  Score: Raw -1105895.146978 + Penalty 4435.849487 = -1101459.297491
  nChanged 107
		SP:Iteration 17Q (8573.340000 sec): 3 clusters
  Score: Raw -1105941.052978 + Penalty 4435.849487 = -1101505.203492
  nChanged 100
		SP:Iteration 18Q (8573.370000 sec): 3 clusters
  Score: Raw -1105985.337908 + Penalty 4435.849487 = -1101549.488421
  nChanged 98
		SP:Iteration 19Q (8573.390000 sec): 3 clusters
  Score: Raw -1106025.675989 + Penalty 4435.849487 = -1101589.826502
  nChanged 80
		SP:Iteration 20F (8573.420000 sec): 3 clusters
  Score: Raw -1106060.547673 + Penalty 4435.849487 = -1101624.698186
  nChanged 84
		SP:Iteration 21Q (8573.440000 sec): 3 clusters
  Score: Raw -1106093.521777 + Penalty 4435.849487 = -1101657.672291
  nChanged 71
		SP:Iteration 22Q (8573.470000 sec): 3 clusters
  Score: Raw -1106116.702120 + Penalty 4435.849487 = -1101680.852633
  nChanged 61
		SP:Iteration 23Q (8573.490000 sec): 3 clusters
  Score: Raw -1106138.287239 + Penalty 4435.849487 = -1101702.437752
  nChanged 57
		SP:Iteration 24Q (8573.520000 sec): 3 clusters
  Score: Raw -1106157.301640 + Penalty 4435.849487 = -1101721.452153
  nChanged 49
		SP:Iteration 25Q (8573.550000 sec): 3 clusters
  Score: Raw -1106171.849832 + Penalty 4435.849487 = -1101736.000345
  nChanged 41
		SP:Iteration 26Q (8573.570000 sec): 3 clusters
  Score: Raw -1106185.017972 + Penalty 4435.849487 = -1101749.168485
  nChanged 52
		SP:Iteration 27Q (8573.590000 sec): 3 clusters
  Score: Raw -1106200.819244 + Penalty 4435.849487 = -1101764.969757
  nChanged 41
		SP:Iteration 28Q (8573.620000 sec): 3 clusters
  Score: Raw -1106216.231362 + Penalty 4435.849487 = -1101780.381875
  nChanged 45
		SP:Iteration 29Q (8573.650000 sec): 3 clusters
  Score: Raw -1106232.425422 + Penalty 4435.849487 = -1101796.575935
  nChanged 50
		SP:Iteration 30Q (8573.670000 sec): 3 clusters
  Score: Raw -1106254.268676 + Penalty 4435.849487 = -1101818.419189
  nChanged 53
		SP:Iteration 31Q (8573.690000 sec): 3 clusters
  Score: Raw -1106273.112978 + Penalty 4435.849487 = -1101837.263491
  nChanged 40
		SP:Iteration 32Q (8573.720000 sec): 3 clusters
  Score: Raw -1106286.591392 + Penalty 4435.849487 = -1101850.741905
  nChanged 34
		SP:Iteration 33Q (8573.750000 sec): 3 clusters
  Score: Raw -1106296.345783 + Penalty 4435.849487 = -1101860.496296
  nChanged 27
		SP:Iteration 34Q (8573.770000 sec): 3 clusters
  Score: Raw -1106305.902187 + Penalty 4435.849487 = -1101870.052700
  nChanged 34
		SP:Iteration 35Q (8573.790000 sec): 3 clusters
  Score: Raw -1106317.046410 + Penalty 4435.849487 = -1101881.196923
  nChanged 28
		SP:Iteration 36Q (8573.820000 sec): 3 clusters
  Score: Raw -1106325.768581 + Penalty 4435.849487 = -1101889.919094
  nChanged 21
		SP:Iteration 37Q (8573.850000 sec): 3 clusters
  Score: Raw -1106331.991425 + Penalty 4435.849487 = -1101896.141938
  nChanged 27
		SP:Iteration 38Q (8573.870000 sec): 3 clusters
  Score: Raw -1106339.206951 + Penalty 4435.849487 = -1101903.357464
  nChanged 23
		SP:Iteration 39Q (8573.890000 sec): 3 clusters
  Score: Raw -1106346.817645 + Penalty 4435.849487 = -1101910.968159
  nChanged 26
		SP:Iteration 40F (8573.920000 sec): 3 clusters
  Score: Raw -1106354.687404 + Penalty 4435.849487 = -1101918.837917
  nChanged 29
		SP:Iteration 41Q (8573.950000 sec): 3 clusters
  Score: Raw -1106361.686351 + Penalty 4435.849487 = -1101925.836864
  nChanged 32
		SP:Iteration 42Q (8573.970000 sec): 3 clusters
  Score: Raw -1106372.416633 + Penalty 4435.849487 = -1101936.567146
  nChanged 29
		SP:Iteration 43Q (8573.990000 sec): 3 clusters
  Score: Raw -1106380.929139 + Penalty 4435.849487 = -1101945.079652
  nChanged 20
		SP:Iteration 44Q (8574.020000 sec): 3 clusters
  Score: Raw -1106385.724969 + Penalty 4435.849487 = -1101949.875482
  nChanged 18
		SP:Iteration 45Q (8574.040000 sec): 3 clusters
  Score: Raw -1106392.793914 + Penalty 4435.849487 = -1101956.944427
  nChanged 23
		SP:Iteration 46Q (8574.070000 sec): 3 clusters
  Score: Raw -1106399.758324 + Penalty 4435.849487 = -1101963.908837
  nChanged 25
		SP:Iteration 47Q (8574.090000 sec): 3 clusters
  Score: Raw -1106407.427134 + Penalty 4435.849487 = -1101971.577647
  nChanged 28
		SP:Iteration 48Q (8574.110000 sec): 3 clusters
  Score: Raw -1106417.400322 + Penalty 4435.849487 = -1101981.550835
  nChanged 32
		SP:Iteration 49Q (8574.140000 sec): 3 clusters
  Score: Raw -1106428.355474 + Penalty 4435.849487 = -1101992.505987
  nChanged 25
		SP:Iteration 50Q (8574.160000 sec): 3 clusters
  Score: Raw -1106435.379268 + Penalty 4435.849487 = -1101999.529781
  nChanged 22
		SP:Iteration 51Q (8574.190000 sec): 3 clusters
  Score: Raw -1106441.699734 + Penalty 4435.849487 = -1102005.850248
  nChanged 24
		SP:Iteration 52Q (8574.210000 sec): 3 clusters
  Score: Raw -1106450.389318 + Penalty 4435.849487 = -1102014.539831
  nChanged 30
		SP:Iteration 53Q (8574.230000 sec): 3 clusters
  Score: Raw -1106463.336278 + Penalty 4435.849487 = -1102027.486791
  nChanged 33
		SP:Iteration 54Q (8574.260000 sec): 3 clusters
  Score: Raw -1106476.834742 + Penalty 4435.849487 = -1102040.985255
  nChanged 32
		SP:Iteration 55Q (8574.280000 sec): 3 clusters
  Score: Raw -1106489.269682 + Penalty 4435.849487 = -1102053.420195
  nChanged 31
		SP:Iteration 56Q (8574.310000 sec): 3 clusters
  Score: Raw -1106502.674559 + Penalty 4435.849487 = -1102066.825072
  nChanged 30
		SP:Iteration 57Q (8574.330000 sec): 3 clusters
  Score: Raw -1106513.495407 + Penalty 4435.849487 = -1102077.645920
  nChanged 28
		SP:Iteration 58Q (8574.350000 sec): 3 clusters
  Score: Raw -1106525.401234 + Penalty 4435.849487 = -1102089.551747
  nChanged 23
		SP:Iteration 59Q (8574.380000 sec): 3 clusters
  Score: Raw -1106532.343900 + Penalty 4435.849487 = -1102096.494414
  nChanged 21
		SP:Iteration 60F (8574.400000 sec): 3 clusters
  Score: Raw -1106541.816663 + Penalty 4435.849487 = -1102105.967176
  nChanged 26
		SP:Iteration 61Q (8574.430000 sec): 3 clusters
  Score: Raw -1106552.776481 + Penalty 4435.849487 = -1102116.926994
  nChanged 32
		SP:Iteration 62Q (8574.450000 sec): 3 clusters
  Score: Raw -1106566.570172 + Penalty 4435.849487 = -1102130.720685
  nChanged 23
		SP:Iteration 63Q (8574.470000 sec): 3 clusters
  Score: Raw -1106577.531609 + Penalty 4435.849487 = -1102141.682123
  nChanged 25
		SP:Iteration 64Q (8574.500000 sec): 3 clusters
  Score: Raw -1106587.859436 + Penalty 4435.849487 = -1102152.009949
  nChanged 26
		SP:Iteration 65Q (8574.520000 sec): 3 clusters
  Score: Raw -1106600.121168 + Penalty 4435.849487 = -1102164.271682
  nChanged 29
		SP:Iteration 66Q (8574.540000 sec): 3 clusters
  Score: Raw -1106617.359139 + Penalty 4435.849487 = -1102181.509652
  nChanged 39
		SP:Iteration 67Q (8574.570000 sec): 3 clusters
  Score: Raw -1106635.119974 + Penalty 4435.849487 = -1102199.270487
  nChanged 32
		SP:Iteration 68Q (8574.590000 sec): 3 clusters
  Score: Raw -1106653.867330 + Penalty 4435.849487 = -1102218.017843
  nChanged 30
		SP:Iteration 69Q (8574.610000 sec): 3 clusters
  Score: Raw -1106669.216020 + Penalty 4435.849487 = -1102233.366533
  nChanged 27
		SP:Iteration 70Q (8574.630000 sec): 3 clusters
  Score: Raw -1106681.509726 + Penalty 4435.849487 = -1102245.660239
  nChanged 30
		SP:Iteration 71Q (8574.660000 sec): 3 clusters
  Score: Raw -1106697.790979 + Penalty 4435.849487 = -1102261.941492
  nChanged 29
		SP:Iteration 72Q (8574.680000 sec): 3 clusters
  Score: Raw -1106710.109032 + Penalty 4435.849487 = -1102274.259545
  nChanged 24
		SP:Iteration 73Q (8574.700000 sec): 3 clusters
  Score: Raw -1106721.879336 + Penalty 4435.849487 = -1102286.029850
  nChanged 23
		SP:Iteration 74Q (8574.720000 sec): 3 clusters
  Score: Raw -1106732.851793 + Penalty 4435.849487 = -1102297.002307
  nChanged 20
		SP:Iteration 75Q (8574.750000 sec): 3 clusters
  Score: Raw -1106742.176809 + Penalty 4435.849487 = -1102306.327322
  nChanged 20
		SP:Iteration 76Q (8574.770000 sec): 3 clusters
  Score: Raw -1106752.320677 + Penalty 4435.849487 = -1102316.471190
  nChanged 17
		SP:Iteration 77Q (8574.790000 sec): 3 clusters
  Score: Raw -1106758.719699 + Penalty 4435.849487 = -1102322.870212
  nChanged 11
		SP:Iteration 78Q (8574.810000 sec): 3 clusters
  Score: Raw -1106762.511220 + Penalty 4435.849487 = -1102326.661733
  nChanged 13
		SP:Iteration 79Q (8574.830000 sec): 3 clusters
  Score: Raw -1106768.441492 + Penalty 4435.849487 = -1102332.592005
  nChanged 14
		SP:Iteration 80F (8574.860000 sec): 3 clusters
  Score: Raw -1106773.017206 + Penalty 4435.849487 = -1102337.167719
  nChanged 9
		SP:Iteration 81Q (8574.880000 sec): 3 clusters
  Score: Raw -1106777.604436 + Penalty 4435.849487 = -1102341.754949
  nChanged 10
		SP:Iteration 82Q (8574.910000 sec): 3 clusters
  Score: Raw -1106781.503638 + Penalty 4435.849487 = -1102345.654152
  nChanged 5
		SP:Iteration 83Q (8574.930000 sec): 3 clusters
  Score: Raw -1106782.839337 + Penalty 4435.849487 = -1102346.989850
  nChanged 4
		SP:Iteration 84Q (8574.950000 sec): 3 clusters
  Score: Raw -1106784.487160 + Penalty 4435.849487 = -1102348.637673
  nChanged 6
		SP:Iteration 85Q (8574.970000 sec): 3 clusters
  Score: Raw -1106786.974047 + Penalty 4435.849487 = -1102351.124560
  nChanged 6
		SP:Iteration 86Q (8574.990000 sec): 3 clusters
  Score: Raw -1106788.870878 + Penalty 4435.849487 = -1102353.021391
  nChanged 3
		SP:Iteration 87Q (8575.020000 sec): 3 clusters
  Score: Raw -1106789.554410 + Penalty 4435.849487 = -1102353.704923
  nChanged 0
		SP:Iteration 88F (8575.040000 sec): 3 clusters
  Score: Raw -1106789.554410 + Penalty 4435.849487 = -1102353.704923
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8575.130000 sec): 2 clusters
  Score: Raw -4024112.096684 + Penalty 2532.694661 = -4021579.402023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8575.230000 sec): 3 clusters
  Score: Raw -4007901.053187 + Penalty 5065.389321 = -4002835.663866
  nChanged 12271
		SP:Iteration 1F (8575.330000 sec): 3 clusters
  Score: Raw -4014304.484709 + Penalty 5065.389321 = -4009239.095387
  nChanged 1296
		SP:Iteration 2Q (8575.430000 sec): 3 clusters
  Score: Raw -4014704.290940 + Penalty 5065.389321 = -4009638.901618
  nChanged 1129
		SP:Iteration 3Q (8575.530000 sec): 3 clusters
  Score: Raw -4015040.531056 + Penalty 5065.389321 = -4009975.141735
  nChanged 1016
		SP:Iteration 4Q (8575.630000 sec): 3 clusters
  Score: Raw -4015324.939549 + Penalty 5065.389321 = -4010259.550228
  nChanged 894
		SP:Iteration 5Q (8575.740000 sec): 3 clusters
  Score: Raw -4015581.957350 + Penalty 5065.389321 = -4010516.568029
  nChanged 852
		SP:Iteration 6Q (8575.840000 sec): 3 clusters
  Score: Raw -4015844.894236 + Penalty 5065.389321 = -4010779.504915
  nChanged 890
		SP:Iteration 7Q (8575.940000 sec): 3 clusters
  Score: Raw -4016153.517596 + Penalty 5065.389321 = -4011088.128275
  nChanged 986
		SP:Iteration 8Q (8576.040000 sec): 3 clusters
  Score: Raw -4016547.095819 + Penalty 5065.389321 = -4011481.706497
  nChanged 1140
		SP:Iteration 9Q (8576.140000 sec): 3 clusters
  Score: Raw -4017091.384030 + Penalty 5065.389321 = -4012025.994708
  nChanged 1384
		SP:Iteration 10F (8576.230000 sec): 3 clusters
  Score: Raw -4017910.807849 + Penalty 5065.389321 = -4012845.418528
  nChanged 1686
		SP:Iteration 11F (8576.330000 sec): 3 clusters
  Score: Raw -4019122.481658 + Penalty 5065.389321 = -4014057.092337
  nChanged 1766
		SP:Iteration 12F (8576.420000 sec): 3 clusters
  Score: Raw -4020554.104907 + Penalty 5065.389321 = -4015488.715586
  nChanged 1638
		SP:Iteration 13F (8576.510000 sec): 3 clusters
  Score: Raw -4022018.912853 + Penalty 5065.389321 = -4016953.523532
  nChanged 1189
		SP:Iteration 14Q (8576.600000 sec): 3 clusters
  Score: Raw -4023103.117804 + Penalty 5065.389321 = -4018037.728482
  nChanged 691
		SP:Iteration 15Q (8576.690000 sec): 3 clusters
  Score: Raw -4023750.844906 + Penalty 5065.389321 = -4018685.455585
  nChanged 348
		SP:Iteration 16Q (8576.760000 sec): 3 clusters
  Score: Raw -4024071.942234 + Penalty 5065.389321 = -4019006.552913
  nChanged 170
		SP:Iteration 17Q (8576.830000 sec): 3 clusters
  Score: Raw -4024238.268289 + Penalty 5065.389321 = -4019172.878968
  nChanged 96
		SP:Iteration 18Q (8576.900000 sec): 3 clusters
  Score: Raw -4024337.478425 + Penalty 5065.389321 = -4019272.089103
  nChanged 59
		SP:Iteration 19Q (8576.970000 sec): 3 clusters
  Score: Raw -4024396.296202 + Penalty 5065.389321 = -4019330.906881
  nChanged 40
		SP:Iteration 20F (8577.070000 sec): 3 clusters
  Score: Raw -4024432.380105 + Penalty 5065.389321 = -4019366.990784
  nChanged 27
		SP:Iteration 21Q (8577.130000 sec): 3 clusters
  Score: Raw -4024459.321632 + Penalty 5065.389321 = -4019393.932311
  nChanged 23
		SP:Iteration 22Q (8577.200000 sec): 3 clusters
  Score: Raw -4024477.687624 + Penalty 5065.389321 = -4019412.298303
  nChanged 21
		SP:Iteration 23Q (8577.270000 sec): 3 clusters
  Score: Raw -4024493.606450 + Penalty 5065.389321 = -4019428.217128
  nChanged 11
		SP:Iteration 24Q (8577.330000 sec): 3 clusters
  Score: Raw -4024501.707234 + Penalty 5065.389321 = -4019436.317913
  nChanged 8
		SP:Iteration 25Q (8577.400000 sec): 3 clusters
  Score: Raw -4024508.094325 + Penalty 5065.389321 = -4019442.705004
  nChanged 3
		SP:Iteration 26Q (8577.470000 sec): 3 clusters
  Score: Raw -4024510.152543 + Penalty 5065.389321 = -4019444.763222
  nChanged 1
		SP:Iteration 27Q (8577.540000 sec): 3 clusters
  Score: Raw -4024511.333131 + Penalty 5065.389321 = -4019445.943809
  nChanged 0
		SP:Iteration 28F (8577.630000 sec): 3 clusters
  Score: Raw -4024511.333131 + Penalty 5065.389321 = -4019445.943809
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8577.710000 sec): 2 clusters
  Score: Raw -3338101.850046 + Penalty 2502.075052 = -3335599.774994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8577.790000 sec): 3 clusters
  Score: Raw -3324002.424596 + Penalty 5004.150104 = -3318998.274492
  nChanged 10635
		SP:Iteration 1F (8577.880000 sec): 3 clusters
  Score: Raw -3329957.080198 + Penalty 5004.150104 = -3324952.930094
  nChanged 1308
		SP:Iteration 2F (8577.960000 sec): 3 clusters
  Score: Raw -3330495.463546 + Penalty 5004.150104 = -3325491.313442
  nChanged 1207
		SP:Iteration 3F (8578.050000 sec): 3 clusters
  Score: Raw -3331003.770349 + Penalty 5004.150104 = -3325999.620245
  nChanged 1138
		SP:Iteration 4Q (8578.130000 sec): 3 clusters
  Score: Raw -3331471.811964 + Penalty 5004.150104 = -3326467.661860
  nChanged 1035
		SP:Iteration 5Q (8578.220000 sec): 3 clusters
  Score: Raw -3331898.261521 + Penalty 5004.150104 = -3326894.111417
  nChanged 1004
		SP:Iteration 6Q (8578.310000 sec): 3 clusters
  Score: Raw -3332299.940681 + Penalty 5004.150104 = -3327295.790577
  nChanged 925
		SP:Iteration 7Q (8578.390000 sec): 3 clusters
  Score: Raw -3332688.323075 + Penalty 5004.150104 = -3327684.172971
  nChanged 911
		SP:Iteration 8Q (8578.480000 sec): 3 clusters
  Score: Raw -3333111.896710 + Penalty 5004.150104 = -3328107.746606
  nChanged 913
		SP:Iteration 9Q (8578.570000 sec): 3 clusters
  Score: Raw -3333577.601537 + Penalty 5004.150104 = -3328573.451433
  nChanged 901
		SP:Iteration 10Q (8578.660000 sec): 3 clusters
  Score: Raw -3334049.129650 + Penalty 5004.150104 = -3329044.979545
  nChanged 874
		SP:Iteration 11Q (8578.750000 sec): 3 clusters
  Score: Raw -3334566.321731 + Penalty 5004.150104 = -3329562.171626
  nChanged 852
		SP:Iteration 12Q (8578.830000 sec): 3 clusters
  Score: Raw -3335088.454639 + Penalty 5004.150104 = -3330084.304535
  nChanged 831
		SP:Iteration 13Q (8578.920000 sec): 3 clusters
  Score: Raw -3335568.199634 + Penalty 5004.150104 = -3330564.049529
  nChanged 719
		SP:Iteration 14Q (8579.010000 sec): 3 clusters
  Score: Raw -3335933.336871 + Penalty 5004.150104 = -3330929.186767
  nChanged 531
		SP:Iteration 15Q (8579.090000 sec): 3 clusters
  Score: Raw -3336153.020010 + Penalty 5004.150104 = -3331148.869906
  nChanged 437
		SP:Iteration 16Q (8579.170000 sec): 3 clusters
  Score: Raw -3336322.626916 + Penalty 5004.150104 = -3331318.476811
  nChanged 365
		SP:Iteration 17Q (8579.250000 sec): 3 clusters
  Score: Raw -3336467.980366 + Penalty 5004.150104 = -3331463.830262
  nChanged 355
		SP:Iteration 18Q (8579.330000 sec): 3 clusters
  Score: Raw -3336604.553498 + Penalty 5004.150104 = -3331600.403393
  nChanged 351
		SP:Iteration 19Q (8579.410000 sec): 3 clusters
  Score: Raw -3336742.958467 + Penalty 5004.150104 = -3331738.808362
  nChanged 330
		SP:Iteration 20F (8579.490000 sec): 3 clusters
  Score: Raw -3336858.101740 + Penalty 5004.150104 = -3331853.951635
  nChanged 301
		SP:Iteration 21Q (8579.570000 sec): 3 clusters
  Score: Raw -3336960.679839 + Penalty 5004.150104 = -3331956.529735
  nChanged 275
		SP:Iteration 22Q (8579.640000 sec): 3 clusters
  Score: Raw -3337054.662185 + Penalty 5004.150104 = -3332050.512081
  nChanged 274
		SP:Iteration 23Q (8579.720000 sec): 3 clusters
  Score: Raw -3337157.980762 + Penalty 5004.150104 = -3332153.830658
  nChanged 248
		SP:Iteration 24Q (8579.790000 sec): 3 clusters
  Score: Raw -3337243.734430 + Penalty 5004.150104 = -3332239.584326
  nChanged 233
		SP:Iteration 25Q (8579.870000 sec): 3 clusters
  Score: Raw -3337321.060851 + Penalty 5004.150104 = -3332316.910747
  nChanged 245
		SP:Iteration 26Q (8579.950000 sec): 3 clusters
  Score: Raw -3337405.816780 + Penalty 5004.150104 = -3332401.666676
  nChanged 219
		SP:Iteration 27Q (8580.030000 sec): 3 clusters
  Score: Raw -3337472.532096 + Penalty 5004.150104 = -3332468.381991
  nChanged 185
		SP:Iteration 28Q (8580.100000 sec): 3 clusters
  Score: Raw -3337525.394362 + Penalty 5004.150104 = -3332521.244258
  nChanged 179
		SP:Iteration 29Q (8580.170000 sec): 3 clusters
  Score: Raw -3337576.637937 + Penalty 5004.150104 = -3332572.487833
  nChanged 164
		SP:Iteration 30Q (8580.250000 sec): 3 clusters
  Score: Raw -3337619.830796 + Penalty 5004.150104 = -3332615.680692
  nChanged 165
		SP:Iteration 31Q (8580.330000 sec): 3 clusters
  Score: Raw -3337670.569304 + Penalty 5004.150104 = -3332666.419200
  nChanged 166
		SP:Iteration 32Q (8580.400000 sec): 3 clusters
  Score: Raw -3337717.212000 + Penalty 5004.150104 = -3332713.061896
  nChanged 155
		SP:Iteration 33Q (8580.470000 sec): 3 clusters
  Score: Raw -3337760.134413 + Penalty 5004.150104 = -3332755.984309
  nChanged 141
		SP:Iteration 34Q (8580.550000 sec): 3 clusters
  Score: Raw -3337804.666007 + Penalty 5004.150104 = -3332800.515903
  nChanged 166
		SP:Iteration 35Q (8580.620000 sec): 3 clusters
  Score: Raw -3337862.616541 + Penalty 5004.150104 = -3332858.466437
  nChanged 160
		SP:Iteration 36Q (8580.690000 sec): 3 clusters
  Score: Raw -3337917.905978 + Penalty 5004.150104 = -3332913.755873
  nChanged 142
		SP:Iteration 37Q (8580.770000 sec): 3 clusters
  Score: Raw -3337966.640148 + Penalty 5004.150104 = -3332962.490044
  nChanged 142
		SP:Iteration 38Q (8580.840000 sec): 3 clusters
  Score: Raw -3338008.941754 + Penalty 5004.150104 = -3333004.791649
  nChanged 123
		SP:Iteration 39Q (8580.910000 sec): 3 clusters
  Score: Raw -3338049.680167 + Penalty 5004.150104 = -3333045.530063
  nChanged 105
		SP:Iteration 40F (8581.000000 sec): 3 clusters
  Score: Raw -3338082.285901 + Penalty 5004.150104 = -3333078.135797
  nChanged 114
		SP:Iteration 41Q (8581.070000 sec): 3 clusters
  Score: Raw -3338120.519193 + Penalty 5004.150104 = -3333116.369089
  nChanged 89
		SP:Iteration 42Q (8581.140000 sec): 3 clusters
  Score: Raw -3338150.493460 + Penalty 5004.150104 = -3333146.343356
  nChanged 91
		SP:Iteration 43Q (8581.210000 sec): 3 clusters
  Score: Raw -3338183.265680 + Penalty 5004.150104 = -3333179.115576
  nChanged 76
		SP:Iteration 44Q (8581.270000 sec): 3 clusters
  Score: Raw -3338210.204261 + Penalty 5004.150104 = -3333206.054157
  nChanged 75
		SP:Iteration 45Q (8581.340000 sec): 3 clusters
  Score: Raw -3338232.112921 + Penalty 5004.150104 = -3333227.962817
  nChanged 81
		SP:Iteration 46Q (8581.410000 sec): 3 clusters
  Score: Raw -3338259.142424 + Penalty 5004.150104 = -3333254.992320
  nChanged 82
		SP:Iteration 47Q (8581.480000 sec): 3 clusters
  Score: Raw -3338292.482232 + Penalty 5004.150104 = -3333288.332128
  nChanged 82
		SP:Iteration 48Q (8581.550000 sec): 3 clusters
  Score: Raw -3338320.860382 + Penalty 5004.150104 = -3333316.710277
  nChanged 77
		SP:Iteration 49Q (8581.620000 sec): 3 clusters
  Score: Raw -3338341.373924 + Penalty 5004.150104 = -3333337.223820
  nChanged 52
		SP:Iteration 50Q (8581.680000 sec): 3 clusters
  Score: Raw -3338354.668711 + Penalty 5004.150104 = -3333350.518607
  nChanged 41
		SP:Iteration 51Q (8581.750000 sec): 3 clusters
  Score: Raw -3338364.122180 + Penalty 5004.150104 = -3333359.972076
  nChanged 36
		SP:Iteration 52Q (8581.820000 sec): 3 clusters
  Score: Raw -3338372.569597 + Penalty 5004.150104 = -3333368.419493
  nChanged 34
		SP:Iteration 53Q (8581.880000 sec): 3 clusters
  Score: Raw -3338380.103225 + Penalty 5004.150104 = -3333375.953121
  nChanged 36
		SP:Iteration 54Q (8581.950000 sec): 3 clusters
  Score: Raw -3338388.146954 + Penalty 5004.150104 = -3333383.996849
  nChanged 19
		SP:Iteration 55Q (8582.010000 sec): 3 clusters
  Score: Raw -3338392.531027 + Penalty 5004.150104 = -3333388.380922
  nChanged 18
		SP:Iteration 56Q (8582.080000 sec): 3 clusters
  Score: Raw -3338397.729134 + Penalty 5004.150104 = -3333393.579029
  nChanged 22
		SP:Iteration 57Q (8582.140000 sec): 3 clusters
  Score: Raw -3338402.961344 + Penalty 5004.150104 = -3333398.811240
  nChanged 20
		SP:Iteration 58Q (8582.210000 sec): 3 clusters
  Score: Raw -3338407.668865 + Penalty 5004.150104 = -3333403.518760
  nChanged 23
		SP:Iteration 59Q (8582.280000 sec): 3 clusters
  Score: Raw -3338412.253454 + Penalty 5004.150104 = -3333408.103349
  nChanged 16
		SP:Iteration 60F (8582.360000 sec): 3 clusters
  Score: Raw -3338415.188547 + Penalty 5004.150104 = -3333411.038443
  nChanged 13
		SP:Iteration 61Q (8582.420000 sec): 3 clusters
  Score: Raw -3338418.956863 + Penalty 5004.150104 = -3333414.806759
  nChanged 24
		SP:Iteration 62Q (8582.490000 sec): 3 clusters
  Score: Raw -3338425.136702 + Penalty 5004.150104 = -3333420.986598
  nChanged 16
		SP:Iteration 63Q (8582.560000 sec): 3 clusters
  Score: Raw -3338428.787490 + Penalty 5004.150104 = -3333424.637386
  nChanged 10
		SP:Iteration 64Q (8582.620000 sec): 3 clusters
  Score: Raw -3338430.600549 + Penalty 5004.150104 = -3333426.450445
  nChanged 6
		SP:Iteration 65Q (8582.690000 sec): 3 clusters
  Score: Raw -3338431.547169 + Penalty 5004.150104 = -3333427.397065
  nChanged 4
		SP:Iteration 66Q (8582.760000 sec): 3 clusters
  Score: Raw -3338432.073868 + Penalty 5004.150104 = -3333427.923763
  nChanged 3
		SP:Iteration 67Q (8582.820000 sec): 3 clusters
  Score: Raw -3338432.560068 + Penalty 5004.150104 = -3333428.409964
  nChanged 7
		SP:Iteration 68Q (8582.890000 sec): 3 clusters
  Score: Raw -3338433.520561 + Penalty 5004.150104 = -3333429.370457
  nChanged 8
		SP:Iteration 69Q (8582.950000 sec): 3 clusters
  Score: Raw -3338435.131887 + Penalty 5004.150104 = -3333430.981783
  nChanged 13
		SP:Iteration 70Q (8583.020000 sec): 3 clusters
  Score: Raw -3338437.951714 + Penalty 5004.150104 = -3333433.801610
  nChanged 11
		SP:Iteration 71Q (8583.080000 sec): 3 clusters
  Score: Raw -3338439.911761 + Penalty 5004.150104 = -3333435.761657
  nChanged 11
		SP:Iteration 72Q (8583.150000 sec): 3 clusters
  Score: Raw -3338442.703440 + Penalty 5004.150104 = -3333438.553336
  nChanged 9
		SP:Iteration 73Q (8583.210000 sec): 3 clusters
  Score: Raw -3338444.803474 + Penalty 5004.150104 = -3333440.653370
  nChanged 12
		SP:Iteration 74Q (8583.280000 sec): 3 clusters
  Score: Raw -3338447.366291 + Penalty 5004.150104 = -3333443.216187
  nChanged 9
		SP:Iteration 75Q (8583.340000 sec): 3 clusters
  Score: Raw -3338449.806717 + Penalty 5004.150104 = -3333445.656613
  nChanged 12
		SP:Iteration 76Q (8583.410000 sec): 3 clusters
  Score: Raw -3338453.174718 + Penalty 5004.150104 = -3333449.024613
  nChanged 18
		SP:Iteration 77Q (8583.470000 sec): 3 clusters
  Score: Raw -3338458.339263 + Penalty 5004.150104 = -3333454.189158
  nChanged 21
		SP:Iteration 78Q (8583.540000 sec): 3 clusters
  Score: Raw -3338464.092793 + Penalty 5004.150104 = -3333459.942689
  nChanged 23
		SP:Iteration 79Q (8583.600000 sec): 3 clusters
  Score: Raw -3338469.402005 + Penalty 5004.150104 = -3333465.251901
  nChanged 18
		SP:Iteration 80F (8583.680000 sec): 3 clusters
  Score: Raw -3338473.417772 + Penalty 5004.150104 = -3333469.267668
  nChanged 16
		SP:Iteration 81Q (8583.750000 sec): 3 clusters
  Score: Raw -3338477.768317 + Penalty 5004.150104 = -3333473.618213
  nChanged 16
		SP:Iteration 82Q (8583.810000 sec): 3 clusters
  Score: Raw -3338482.787503 + Penalty 5004.150104 = -3333478.637399
  nChanged 18
		SP:Iteration 83Q (8583.880000 sec): 3 clusters
  Score: Raw -3338487.478570 + Penalty 5004.150104 = -3333483.328465
  nChanged 19
		SP:Iteration 84Q (8583.940000 sec): 3 clusters
  Score: Raw -3338492.469956 + Penalty 5004.150104 = -3333488.319852
  nChanged 18
		SP:Iteration 85Q (8584.010000 sec): 3 clusters
  Score: Raw -3338497.162774 + Penalty 5004.150104 = -3333493.012669
  nChanged 21
		SP:Iteration 86Q (8584.070000 sec): 3 clusters
  Score: Raw -3338503.556082 + Penalty 5004.150104 = -3333499.405978
  nChanged 15
		SP:Iteration 87Q (8584.130000 sec): 3 clusters
  Score: Raw -3338507.860307 + Penalty 5004.150104 = -3333503.710203
  nChanged 25
		SP:Iteration 88Q (8584.200000 sec): 3 clusters
  Score: Raw -3338516.374241 + Penalty 5004.150104 = -3333512.224137
  nChanged 27
		SP:Iteration 89Q (8584.260000 sec): 3 clusters
  Score: Raw -3338523.313576 + Penalty 5004.150104 = -3333519.163471
  nChanged 21
		SP:Iteration 90Q (8584.330000 sec): 3 clusters
  Score: Raw -3338529.561751 + Penalty 5004.150104 = -3333525.411647
  nChanged 23
		SP:Iteration 91Q (8584.390000 sec): 3 clusters
  Score: Raw -3338537.689438 + Penalty 5004.150104 = -3333533.539333
  nChanged 28
		SP:Iteration 92Q (8584.460000 sec): 3 clusters
  Score: Raw -3338547.499859 + Penalty 5004.150104 = -3333543.349755
  nChanged 35
		SP:Iteration 93Q (8584.520000 sec): 3 clusters
  Score: Raw -3338560.458597 + Penalty 5004.150104 = -3333556.308493
  nChanged 29
		SP:Iteration 94Q (8584.590000 sec): 3 clusters
  Score: Raw -3338571.861307 + Penalty 5004.150104 = -3333567.711203
  nChanged 39
		SP:Iteration 95Q (8584.650000 sec): 3 clusters
  Score: Raw -3338588.026615 + Penalty 5004.150104 = -3333583.876511
  nChanged 38
		SP:Iteration 96Q (8584.710000 sec): 3 clusters
  Score: Raw -3338602.077880 + Penalty 5004.150104 = -3333597.927776
  nChanged 44
		SP:Iteration 97Q (8584.770000 sec): 3 clusters
  Score: Raw -3338617.341216 + Penalty 5004.150104 = -3333613.191112
  nChanged 40
		SP:Iteration 98Q (8584.840000 sec): 3 clusters
  Score: Raw -3338631.558427 + Penalty 5004.150104 = -3333627.408323
  nChanged 32
		SP:Iteration 99Q (8584.900000 sec): 3 clusters
  Score: Raw -3338642.981750 + Penalty 5004.150104 = -3333638.831646
  nChanged 26
		SP:Iteration 100F (8584.990000 sec): 3 clusters
  Score: Raw -3338653.351452 + Penalty 5004.150104 = -3333649.201348
  nChanged 34
		SP:Iteration 101Q (8585.050000 sec): 3 clusters
  Score: Raw -3338668.671716 + Penalty 5004.150104 = -3333664.521611
  nChanged 39
		SP:Iteration 102Q (8585.110000 sec): 3 clusters
  Score: Raw -3338685.710146 + Penalty 5004.150104 = -3333681.560041
  nChanged 35
		SP:Iteration 103Q (8585.170000 sec): 3 clusters
  Score: Raw -3338701.292211 + Penalty 5004.150104 = -3333697.142107
  nChanged 33
		SP:Iteration 104Q (8585.240000 sec): 3 clusters
  Score: Raw -3338714.327808 + Penalty 5004.150104 = -3333710.177704
  nChanged 25
		SP:Iteration 105Q (8585.300000 sec): 3 clusters
  Score: Raw -3338726.142662 + Penalty 5004.150104 = -3333721.992558
  nChanged 23
		SP:Iteration 106Q (8585.360000 sec): 3 clusters
  Score: Raw -3338735.829541 + Penalty 5004.150104 = -3333731.679436
  nChanged 24
		SP:Iteration 107Q (8585.420000 sec): 3 clusters
  Score: Raw -3338745.103206 + Penalty 5004.150104 = -3333740.953101
  nChanged 27
		SP:Iteration 108Q (8585.490000 sec): 3 clusters
  Score: Raw -3338754.503861 + Penalty 5004.150104 = -3333750.353757
  nChanged 18
		SP:Iteration 109Q (8585.550000 sec): 3 clusters
  Score: Raw -3338762.350560 + Penalty 5004.150104 = -3333758.200456
  nChanged 21
		SP:Iteration 110Q (8585.610000 sec): 3 clusters
  Score: Raw -3338771.531257 + Penalty 5004.150104 = -3333767.381153
  nChanged 24
		SP:Iteration 111Q (8585.670000 sec): 3 clusters
  Score: Raw -3338782.196253 + Penalty 5004.150104 = -3333778.046149
  nChanged 26
		SP:Iteration 112Q (8585.730000 sec): 3 clusters
  Score: Raw -3338796.168530 + Penalty 5004.150104 = -3333792.018425
  nChanged 21
		SP:Iteration 113Q (8585.790000 sec): 3 clusters
  Score: Raw -3338807.356841 + Penalty 5004.150104 = -3333803.206737
  nChanged 21
		SP:Iteration 114Q (8585.850000 sec): 3 clusters
  Score: Raw -3338815.364213 + Penalty 5004.150104 = -3333811.214108
  nChanged 18
		SP:Iteration 115Q (8585.920000 sec): 3 clusters
  Score: Raw -3338821.416663 + Penalty 5004.150104 = -3333817.266559
  nChanged 10
		SP:Iteration 116Q (8585.980000 sec): 3 clusters
  Score: Raw -3338825.426020 + Penalty 5004.150104 = -3333821.275916
  nChanged 15
		SP:Iteration 117Q (8586.040000 sec): 3 clusters
  Score: Raw -3338832.999431 + Penalty 5004.150104 = -3333828.849327
  nChanged 18
		SP:Iteration 118Q (8586.100000 sec): 3 clusters
  Score: Raw -3338840.780903 + Penalty 5004.150104 = -3333836.630799
  nChanged 20
		SP:Iteration 119Q (8586.170000 sec): 3 clusters
  Score: Raw -3338850.704751 + Penalty 5004.150104 = -3333846.554646
  nChanged 17
		SP:Iteration 120F (8586.250000 sec): 3 clusters
  Score: Raw -3338860.103786 + Penalty 5004.150104 = -3333855.953682
  nChanged 19
		SP:Iteration 121Q (8586.310000 sec): 3 clusters
  Score: Raw -3338868.552947 + Penalty 5004.150104 = -3333864.402843
  nChanged 17
		SP:Iteration 122Q (8586.370000 sec): 3 clusters
  Score: Raw -3338874.573905 + Penalty 5004.150104 = -3333870.423801
  nChanged 14
		SP:Iteration 123Q (8586.430000 sec): 3 clusters
  Score: Raw -3338879.034105 + Penalty 5004.150104 = -3333874.884001
  nChanged 8
		SP:Iteration 124Q (8586.490000 sec): 3 clusters
  Score: Raw -3338883.152943 + Penalty 5004.150104 = -3333879.002839
  nChanged 7
		SP:Iteration 125Q (8586.550000 sec): 3 clusters
  Score: Raw -3338886.572060 + Penalty 5004.150104 = -3333882.421956
  nChanged 7
		SP:Iteration 126Q (8586.620000 sec): 3 clusters
  Score: Raw -3338888.891392 + Penalty 5004.150104 = -3333884.741288
  nChanged 8
		SP:Iteration 127Q (8586.680000 sec): 3 clusters
  Score: Raw -3338891.648417 + Penalty 5004.150104 = -3333887.498313
  nChanged 7
		SP:Iteration 128Q (8586.740000 sec): 3 clusters
  Score: Raw -3338894.988945 + Penalty 5004.150104 = -3333890.838840
  nChanged 10
		SP:Iteration 129Q (8586.810000 sec): 3 clusters
  Score: Raw -3338899.402706 + Penalty 5004.150104 = -3333895.252602
  nChanged 6
		SP:Iteration 130Q (8586.870000 sec): 3 clusters
  Score: Raw -3338902.035803 + Penalty 5004.150104 = -3333897.885699
  nChanged 6
		SP:Iteration 131Q (8586.930000 sec): 3 clusters
  Score: Raw -3338904.385971 + Penalty 5004.150104 = -3333900.235867
  nChanged 5
		SP:Iteration 132Q (8586.990000 sec): 3 clusters
  Score: Raw -3338905.733904 + Penalty 5004.150104 = -3333901.583800
  nChanged 3
		SP:Iteration 133Q (8587.060000 sec): 3 clusters
  Score: Raw -3338906.552978 + Penalty 5004.150104 = -3333902.402874
  nChanged 1
		SP:Iteration 134Q (8587.120000 sec): 3 clusters
  Score: Raw -3338906.803688 + Penalty 5004.150104 = -3333902.653584
  nChanged 0
		SP:Iteration 135F (8587.200000 sec): 3 clusters
  Score: Raw -3338906.803688 + Penalty 5004.150104 = -3333902.653584
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8587.230000 sec): 2 clusters
  Score: Raw -494000.591510 + Penalty 2019.015069 = -491981.576441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8587.240000 sec): 3 clusters
  Score: Raw -492470.781522 + Penalty 4038.030138 = -488432.751385
  nChanged 1245
		SP:Iteration 1F (8587.250000 sec): 3 clusters
  Score: Raw -493246.692916 + Penalty 4038.030138 = -489208.662778
  nChanged 255
		SP:Iteration 2F (8587.260000 sec): 3 clusters
  Score: Raw -493456.842410 + Penalty 4038.030138 = -489418.812273
  nChanged 206
		SP:Iteration 3F (8587.270000 sec): 3 clusters
  Score: Raw -493626.102221 + Penalty 4038.030138 = -489588.072083
  nChanged 179
		SP:Iteration 4F (8587.290000 sec): 3 clusters
  Score: Raw -493796.190336 + Penalty 4038.030138 = -489758.160198
  nChanged 166
		SP:Iteration 5Q (8587.300000 sec): 3 clusters
  Score: Raw -493934.117802 + Penalty 4038.030138 = -489896.087665
  nChanged 140
		SP:Iteration 6Q (8587.310000 sec): 3 clusters
  Score: Raw -494085.185822 + Penalty 4038.030138 = -490047.155685
  nChanged 177
		SP:Iteration 7F (8587.320000 sec): 3 clusters
  Score: Raw -494306.542990 + Penalty 4038.030138 = -490268.512853
  nChanged 165
		SP:Iteration 8Q (8587.330000 sec): 3 clusters
  Score: Raw -494531.634873 + Penalty 4038.030138 = -490493.604735
  nChanged 139
		SP:Iteration 9Q (8587.340000 sec): 3 clusters
  Score: Raw -494711.340364 + Penalty 4038.030138 = -490673.310226
  nChanged 122
		SP:Iteration 10Q (8587.350000 sec): 3 clusters
  Score: Raw -494887.204173 + Penalty 4038.030138 = -490849.174036
  nChanged 124
		SP:Iteration 11Q (8587.370000 sec): 3 clusters
  Score: Raw -495050.451550 + Penalty 4038.030138 = -491012.421412
  nChanged 112
		SP:Iteration 12Q (8587.380000 sec): 3 clusters
  Score: Raw -495196.623431 + Penalty 4038.030138 = -491158.593293
  nChanged 93
		SP:Iteration 13Q (8587.390000 sec): 3 clusters
  Score: Raw -495306.758350 + Penalty 4038.030138 = -491268.728213
  nChanged 79
		SP:Iteration 14Q (8587.400000 sec): 3 clusters
  Score: Raw -495394.111139 + Penalty 4038.030138 = -491356.081002
  nChanged 53
		SP:Iteration 15Q (8587.410000 sec): 3 clusters
  Score: Raw -495433.338073 + Penalty 4038.030138 = -491395.307936
  nChanged 37
		SP:Iteration 16Q (8587.420000 sec): 3 clusters
  Score: Raw -495459.562235 + Penalty 4038.030138 = -491421.532098
  nChanged 32
		SP:Iteration 17Q (8587.430000 sec): 3 clusters
  Score: Raw -495480.409705 + Penalty 4038.030138 = -491442.379567
  nChanged 23
		SP:Iteration 18Q (8587.440000 sec): 3 clusters
  Score: Raw -495494.258619 + Penalty 4038.030138 = -491456.228481
  nChanged 27
		SP:Iteration 19Q (8587.450000 sec): 3 clusters
  Score: Raw -495510.911130 + Penalty 4038.030138 = -491472.880992
  nChanged 30
		SP:Iteration 20F (8587.460000 sec): 3 clusters
  Score: Raw -495533.368055 + Penalty 4038.030138 = -491495.337917
  nChanged 36
		SP:Iteration 21Q (8587.470000 sec): 3 clusters
  Score: Raw -495562.961419 + Penalty 4038.030138 = -491524.931281
  nChanged 41
		SP:Iteration 22Q (8587.480000 sec): 3 clusters
  Score: Raw -495593.867202 + Penalty 4038.030138 = -491555.837064
  nChanged 39
		SP:Iteration 23Q (8587.490000 sec): 3 clusters
  Score: Raw -495622.630037 + Penalty 4038.030138 = -491584.599900
  nChanged 33
		SP:Iteration 24Q (8587.500000 sec): 3 clusters
  Score: Raw -495641.344392 + Penalty 4038.030138 = -491603.314255
  nChanged 28
		SP:Iteration 25Q (8587.510000 sec): 3 clusters
  Score: Raw -495657.535815 + Penalty 4038.030138 = -491619.505678
  nChanged 24
		SP:Iteration 26Q (8587.520000 sec): 3 clusters
  Score: Raw -495671.424495 + Penalty 4038.030138 = -491633.394358
  nChanged 20
		SP:Iteration 27Q (8587.530000 sec): 3 clusters
  Score: Raw -495681.539293 + Penalty 4038.030138 = -491643.509156
  nChanged 14
		SP:Iteration 28Q (8587.540000 sec): 3 clusters
  Score: Raw -495687.420896 + Penalty 4038.030138 = -491649.390758
  nChanged 11
		SP:Iteration 29Q (8587.550000 sec): 3 clusters
  Score: Raw -495692.174323 + Penalty 4038.030138 = -491654.144186
  nChanged 9
		SP:Iteration 30Q (8587.560000 sec): 3 clusters
  Score: Raw -495695.754131 + Penalty 4038.030138 = -491657.723993
  nChanged 7
		SP:Iteration 31Q (8587.570000 sec): 3 clusters
  Score: Raw -495697.981841 + Penalty 4038.030138 = -491659.951703
  nChanged 5
		SP:Iteration 32Q (8587.580000 sec): 3 clusters
  Score: Raw -495699.214413 + Penalty 4038.030138 = -491661.184275
  nChanged 4
		SP:Iteration 33Q (8587.590000 sec): 3 clusters
  Score: Raw -495701.819741 + Penalty 4038.030138 = -491663.789603
  nChanged 3
		SP:Iteration 34Q (8587.600000 sec): 3 clusters
  Score: Raw -495702.662594 + Penalty 4038.030138 = -491664.632457
  nChanged 1
		SP:Iteration 35Q (8587.610000 sec): 3 clusters
  Score: Raw -495703.112388 + Penalty 4038.030138 = -491665.082251
  nChanged 1
		SP:Iteration 36Q (8587.610000 sec): 3 clusters
  Score: Raw -495703.386569 + Penalty 4038.030138 = -491665.356431
  nChanged 1
		SP:Iteration 37Q (8587.630000 sec): 3 clusters
  Score: Raw -495703.860958 + Penalty 4038.030138 = -491665.830821
  nChanged 1
		SP:Iteration 38Q (8587.630000 sec): 3 clusters
  Score: Raw -495704.273641 + Penalty 4038.030138 = -491666.243504
  nChanged 0
		SP:Iteration 39F (8587.650000 sec): 3 clusters
  Score: Raw -495704.273641 + Penalty 4038.030138 = -491666.243504
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8587.650000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8587.650000 sec): 3 clusters
  Score: Raw -126894.822179 + Penalty 3350.283633 = -123544.538546
  nChanged 208
		SP:Iteration 1F (8587.660000 sec): 3 clusters
  Score: Raw -127166.168403 + Penalty 3350.283633 = -123815.884770
  nChanged 45
		SP:Iteration 2F (8587.660000 sec): 3 clusters
  Score: Raw -127220.319716 + Penalty 3350.283633 = -123870.036083
  nChanged 22
		SP:Iteration 3Q (8587.660000 sec): 3 clusters
  Score: Raw -127254.405521 + Penalty 3350.283633 = -123904.121887
  nChanged 13
		SP:Iteration 4Q (8587.670000 sec): 3 clusters
  Score: Raw -127272.466345 + Penalty 3350.283633 = -123922.182712
  nChanged 5
		SP:Iteration 5Q (8587.670000 sec): 3 clusters
  Score: Raw -127278.997249 + Penalty 3350.283633 = -123928.713615
  nChanged 7
		SP:Iteration 6Q (8587.670000 sec): 3 clusters
  Score: Raw -127285.026986 + Penalty 3350.283633 = -123934.743352
  nChanged 1
		SP:Iteration 7Q (8587.670000 sec): 3 clusters
  Score: Raw -127288.549965 + Penalty 3350.283633 = -123938.266332
  nChanged 0
		SP:Iteration 8F (8587.680000 sec): 3 clusters
  Score: Raw -127288.549965 + Penalty 3350.283633 = -123938.266332
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8587.680000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8587.680000 sec): 3 clusters
  Score: Raw -33623.531324 + Penalty 2756.186719 = -30867.344606
  nChanged 30
		SP:Iteration 1F (8587.680000 sec): 3 clusters
  Score: Raw -33759.464742 + Penalty 2756.186719 = -31003.278023
  nChanged 12
		SP:Iteration 2Q (8587.690000 sec): 3 clusters
  Score: Raw -33821.167754 + Penalty 2756.186719 = -31064.981035
  nChanged 7
		SP:Iteration 3Q (8587.690000 sec): 3 clusters
  Score: Raw -33861.213082 + Penalty 2756.186719 = -31105.026364
  nChanged 9
		SP:Iteration 4Q (8587.690000 sec): 3 clusters
  Score: Raw -33896.333129 + Penalty 2756.186719 = -31140.146410
  nChanged 2
		SP:Iteration 5Q (8587.690000 sec): 3 clusters
  Score: Raw -33911.002471 + Penalty 2756.186719 = -31154.815752
  nChanged 6
		SP:Iteration 6Q (8587.690000 sec): 3 clusters
  Score: Raw -33936.222224 + Penalty 2756.186719 = -31180.035505
  nChanged 4
		SP:Iteration 7Q (8587.690000 sec): 3 clusters
  Score: Raw -33948.757368 + Penalty 2756.186719 = -31192.570650
  nChanged 2
		SP:Iteration 8Q (8587.690000 sec): 3 clusters
  Score: Raw -33957.143490 + Penalty 2756.186719 = -31200.956772
  nChanged 3
		SP:Iteration 9Q (8587.690000 sec): 3 clusters
  Score: Raw -33970.156980 + Penalty 2756.186719 = -31213.970261
  nChanged 3
		SP:Iteration 10Q (8587.690000 sec): 3 clusters
  Score: Raw -33981.395605 + Penalty 2756.186719 = -31225.208887
  nChanged 3
		SP:Iteration 11Q (8587.690000 sec): 3 clusters
  Score: Raw -33994.441744 + Penalty 2756.186719 = -31238.255026
  nChanged 0
		SP:Iteration 12F (8587.690000 sec): 3 clusters
  Score: Raw -33995.652398 + Penalty 2756.186719 = -31239.465680
  nChanged 1
		SP:Iteration 13Q (8587.690000 sec): 3 clusters
  Score: Raw -34006.221211 + Penalty 2756.186719 = -31250.034492
  nChanged 2
		SP:Iteration 14Q (8587.690000 sec): 3 clusters
  Score: Raw -34021.780442 + Penalty 2756.186719 = -31265.593723
  nChanged 0
		SP:Iteration 15F (8587.690000 sec): 3 clusters
  Score: Raw -34021.780442 + Penalty 2756.186719 = -31265.593723
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8587.750000 sec): 2 clusters
  Score: Raw -2059139.694813 + Penalty 2363.951249 = -2056775.743564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8587.790000 sec): 3 clusters
  Score: Raw -2051414.857019 + Penalty 4727.902497 = -2046686.954522
  nChanged 5911
		SP:Iteration 1F (8587.840000 sec): 3 clusters
  Score: Raw -2054556.059180 + Penalty 4727.902497 = -2049828.156683
  nChanged 763
		SP:Iteration 2F (8587.890000 sec): 3 clusters
  Score: Raw -2054862.578139 + Penalty 4727.902497 = -2050134.675641
  nChanged 599
		SP:Iteration 3Q (8587.940000 sec): 3 clusters
  Score: Raw -2055092.676399 + Penalty 4727.902497 = -2050364.773901
  nChanged 512
		SP:Iteration 4Q (8587.990000 sec): 3 clusters
  Score: Raw -2055269.741995 + Penalty 4727.902497 = -2050541.839497
  nChanged 429
		SP:Iteration 5Q (8588.030000 sec): 3 clusters
  Score: Raw -2055395.793239 + Penalty 4727.902497 = -2050667.890742
  nChanged 367
		SP:Iteration 6Q (8588.090000 sec): 3 clusters
  Score: Raw -2055503.684984 + Penalty 4727.902497 = -2050775.782487
  nChanged 336
		SP:Iteration 7Q (8588.130000 sec): 3 clusters
  Score: Raw -2055609.917008 + Penalty 4727.902497 = -2050882.014510
  nChanged 363
		SP:Iteration 8Q (8588.180000 sec): 3 clusters
  Score: Raw -2055724.992102 + Penalty 4727.902497 = -2050997.089604
  nChanged 338
		SP:Iteration 9Q (8588.230000 sec): 3 clusters
  Score: Raw -2055826.936574 + Penalty 4727.902497 = -2051099.034076
  nChanged 301
		SP:Iteration 10Q (8588.280000 sec): 3 clusters
  Score: Raw -2055912.343172 + Penalty 4727.902497 = -2051184.440674
  nChanged 288
		SP:Iteration 11Q (8588.330000 sec): 3 clusters
  Score: Raw -2055988.468408 + Penalty 4727.902497 = -2051260.565911
  nChanged 285
		SP:Iteration 12Q (8588.380000 sec): 3 clusters
  Score: Raw -2056070.899735 + Penalty 4727.902497 = -2051342.997238
  nChanged 264
		SP:Iteration 13Q (8588.430000 sec): 3 clusters
  Score: Raw -2056155.647050 + Penalty 4727.902497 = -2051427.744552
  nChanged 291
		SP:Iteration 14Q (8588.480000 sec): 3 clusters
  Score: Raw -2056271.932999 + Penalty 4727.902497 = -2051544.030502
  nChanged 344
		SP:Iteration 15Q (8588.530000 sec): 3 clusters
  Score: Raw -2056420.639359 + Penalty 4727.902497 = -2051692.736862
  nChanged 387
		SP:Iteration 16Q (8588.570000 sec): 3 clusters
  Score: Raw -2056603.639357 + Penalty 4727.902497 = -2051875.736859
  nChanged 432
		SP:Iteration 17Q (8588.620000 sec): 3 clusters
  Score: Raw -2056820.720150 + Penalty 4727.902497 = -2052092.817653
  nChanged 491
		SP:Iteration 18Q (8588.670000 sec): 3 clusters
  Score: Raw -2057089.184332 + Penalty 4727.902497 = -2052361.281834
  nChanged 483
		SP:Iteration 19Q (8588.710000 sec): 3 clusters
  Score: Raw -2057390.258465 + Penalty 4727.902497 = -2052662.355968
  nChanged 513
		SP:Iteration 20F (8588.760000 sec): 3 clusters
  Score: Raw -2057725.288731 + Penalty 4727.902497 = -2052997.386233
  nChanged 458
		SP:Iteration 21Q (8588.810000 sec): 3 clusters
  Score: Raw -2058049.781591 + Penalty 4727.902497 = -2053321.879094
  nChanged 408
		SP:Iteration 22Q (8588.850000 sec): 3 clusters
  Score: Raw -2058300.360760 + Penalty 4727.902497 = -2053572.458263
  nChanged 332
		SP:Iteration 23Q (8588.900000 sec): 3 clusters
  Score: Raw -2058476.601752 + Penalty 4727.902497 = -2053748.699254
  nChanged 264
		SP:Iteration 24Q (8588.940000 sec): 3 clusters
  Score: Raw -2058609.761148 + Penalty 4727.902497 = -2053881.858650
  nChanged 202
		SP:Iteration 25Q (8588.990000 sec): 3 clusters
  Score: Raw -2058708.433339 + Penalty 4727.902497 = -2053980.530841
  nChanged 182
		SP:Iteration 26Q (8589.030000 sec): 3 clusters
  Score: Raw -2058797.261984 + Penalty 4727.902497 = -2054069.359487
  nChanged 169
		SP:Iteration 27Q (8589.070000 sec): 3 clusters
  Score: Raw -2058880.314217 + Penalty 4727.902497 = -2054152.411720
  nChanged 137
		SP:Iteration 28Q (8589.110000 sec): 3 clusters
  Score: Raw -2058949.659288 + Penalty 4727.902497 = -2054221.756791
  nChanged 126
		SP:Iteration 29Q (8589.150000 sec): 3 clusters
  Score: Raw -2059011.525045 + Penalty 4727.902497 = -2054283.622548
  nChanged 120
		SP:Iteration 30Q (8589.190000 sec): 3 clusters
  Score: Raw -2059071.645221 + Penalty 4727.902497 = -2054343.742724
  nChanged 116
		SP:Iteration 31Q (8589.220000 sec): 3 clusters
  Score: Raw -2059130.553926 + Penalty 4727.902497 = -2054402.651429
  nChanged 99
		SP:Iteration 32Q (8589.260000 sec): 3 clusters
  Score: Raw -2059178.481240 + Penalty 4727.902497 = -2054450.578743
  nChanged 76
		SP:Iteration 33Q (8589.300000 sec): 3 clusters
  Score: Raw -2059214.305765 + Penalty 4727.902497 = -2054486.403268
  nChanged 69
		SP:Iteration 34Q (8589.340000 sec): 3 clusters
  Score: Raw -2059243.253203 + Penalty 4727.902497 = -2054515.350705
  nChanged 49
		SP:Iteration 35Q (8589.380000 sec): 3 clusters
  Score: Raw -2059263.660985 + Penalty 4727.902497 = -2054535.758487
  nChanged 41
		SP:Iteration 36Q (8589.420000 sec): 3 clusters
  Score: Raw -2059282.199766 + Penalty 4727.902497 = -2054554.297269
  nChanged 35
		SP:Iteration 37Q (8589.450000 sec): 3 clusters
  Score: Raw -2059298.435672 + Penalty 4727.902497 = -2054570.533175
  nChanged 44
		SP:Iteration 38Q (8589.490000 sec): 3 clusters
  Score: Raw -2059316.456866 + Penalty 4727.902497 = -2054588.554369
  nChanged 40
		SP:Iteration 39Q (8589.530000 sec): 3 clusters
  Score: Raw -2059333.536233 + Penalty 4727.902497 = -2054605.633736
  nChanged 45
		SP:Iteration 40F (8589.580000 sec): 3 clusters
  Score: Raw -2059355.156266 + Penalty 4727.902497 = -2054627.253768
  nChanged 45
		SP:Iteration 41Q (8589.610000 sec): 3 clusters
  Score: Raw -2059375.127868 + Penalty 4727.902497 = -2054647.225371
  nChanged 39
		SP:Iteration 42Q (8589.650000 sec): 3 clusters
  Score: Raw -2059396.681860 + Penalty 4727.902497 = -2054668.779362
  nChanged 30
		SP:Iteration 43Q (8589.690000 sec): 3 clusters
  Score: Raw -2059411.580084 + Penalty 4727.902497 = -2054683.677587
  nChanged 37
		SP:Iteration 44Q (8589.730000 sec): 3 clusters
  Score: Raw -2059433.873568 + Penalty 4727.902497 = -2054705.971071
  nChanged 39
		SP:Iteration 45Q (8589.760000 sec): 3 clusters
  Score: Raw -2059456.344112 + Penalty 4727.902497 = -2054728.441614
  nChanged 35
		SP:Iteration 46Q (8589.800000 sec): 3 clusters
  Score: Raw -2059480.434544 + Penalty 4727.902497 = -2054752.532047
  nChanged 32
		SP:Iteration 47Q (8589.830000 sec): 3 clusters
  Score: Raw -2059497.045468 + Penalty 4727.902497 = -2054769.142971
  nChanged 20
		SP:Iteration 48Q (8589.870000 sec): 3 clusters
  Score: Raw -2059506.509397 + Penalty 4727.902497 = -2054778.606900
  nChanged 17
		SP:Iteration 49Q (8589.910000 sec): 3 clusters
  Score: Raw -2059517.284757 + Penalty 4727.902497 = -2054789.382259
  nChanged 17
		SP:Iteration 50Q (8589.950000 sec): 3 clusters
  Score: Raw -2059527.964759 + Penalty 4727.902497 = -2054800.062262
  nChanged 15
		SP:Iteration 51Q (8589.980000 sec): 3 clusters
  Score: Raw -2059537.705818 + Penalty 4727.902497 = -2054809.803320
  nChanged 21
		SP:Iteration 52Q (8590.020000 sec): 3 clusters
  Score: Raw -2059547.955452 + Penalty 4727.902497 = -2054820.052954
  nChanged 10
		SP:Iteration 53Q (8590.050000 sec): 3 clusters
  Score: Raw -2059556.401109 + Penalty 4727.902497 = -2054828.498612
  nChanged 17
		SP:Iteration 54Q (8590.090000 sec): 3 clusters
  Score: Raw -2059567.394529 + Penalty 4727.902497 = -2054839.492032
  nChanged 11
		SP:Iteration 55Q (8590.130000 sec): 3 clusters
  Score: Raw -2059574.266684 + Penalty 4727.902497 = -2054846.364187
  nChanged 12
		SP:Iteration 56Q (8590.160000 sec): 3 clusters
  Score: Raw -2059580.125622 + Penalty 4727.902497 = -2054852.223125
  nChanged 9
		SP:Iteration 57Q (8590.190000 sec): 3 clusters
  Score: Raw -2059584.078786 + Penalty 4727.902497 = -2054856.176288
  nChanged 6
		SP:Iteration 58Q (8590.230000 sec): 3 clusters
  Score: Raw -2059586.426489 + Penalty 4727.902497 = -2054858.523992
  nChanged 4
		SP:Iteration 59Q (8590.270000 sec): 3 clusters
  Score: Raw -2059588.863223 + Penalty 4727.902497 = -2054860.960726
  nChanged 3
		SP:Iteration 60F (8590.310000 sec): 3 clusters
  Score: Raw -2059591.176050 + Penalty 4727.902497 = -2054863.273553
  nChanged 3
		SP:Iteration 61Q (8590.350000 sec): 3 clusters
  Score: Raw -2059594.036011 + Penalty 4727.902497 = -2054866.133514
  nChanged 2
		SP:Iteration 62Q (8590.390000 sec): 3 clusters
  Score: Raw -2059594.895434 + Penalty 4727.902497 = -2054866.992936
  nChanged 1
		SP:Iteration 63Q (8590.420000 sec): 3 clusters
  Score: Raw -2059595.382298 + Penalty 4727.902497 = -2054867.479801
  nChanged 1
		SP:Iteration 64Q (8590.460000 sec): 3 clusters
  Score: Raw -2059595.587965 + Penalty 4727.902497 = -2054867.685468
  nChanged 1
		SP:Iteration 65Q (8590.490000 sec): 3 clusters
  Score: Raw -2059595.776738 + Penalty 4727.902497 = -2054867.874240
  nChanged 0
		SP:Iteration 66F (8590.540000 sec): 3 clusters
  Score: Raw -2059595.776738 + Penalty 4727.902497 = -2054867.874240
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8590.770000 sec): 2 clusters
  Score: Raw -10201756.024203 + Penalty 2765.905493 = -10198990.118710
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8591.030000 sec): 3 clusters
  Score: Raw -10157854.202462 + Penalty 5531.810985 = -10152322.391477
  nChanged 32444
		SP:Iteration 1F (8591.290000 sec): 3 clusters
  Score: Raw -10176084.039863 + Penalty 5531.810985 = -10170552.228878
  nChanged 2464
		SP:Iteration 2Q (8591.550000 sec): 3 clusters
  Score: Raw -10176728.198930 + Penalty 5531.810985 = -10171196.387945
  nChanged 2733
		SP:Iteration 3Q (8591.810000 sec): 3 clusters
  Score: Raw -10177631.598278 + Penalty 5531.810985 = -10172099.787293
  nChanged 3288
		SP:Iteration 4Q (8592.070000 sec): 3 clusters
  Score: Raw -10179028.415766 + Penalty 5531.810985 = -10173496.604781
  nChanged 4030
		SP:Iteration 5F (8592.320000 sec): 3 clusters
  Score: Raw -10181246.491723 + Penalty 5531.810985 = -10175714.680738
  nChanged 4930
		SP:Iteration 6F (8592.570000 sec): 3 clusters
  Score: Raw -10184686.232901 + Penalty 5531.810985 = -10179154.421916
  nChanged 5425
		SP:Iteration 7F (8592.830000 sec): 3 clusters
  Score: Raw -10188995.702806 + Penalty 5531.810985 = -10183463.891821
  nChanged 5131
		SP:Iteration 8F (8593.080000 sec): 3 clusters
  Score: Raw -10193429.902840 + Penalty 5531.810985 = -10187898.091855
  nChanged 4015
		SP:Iteration 9F (8593.330000 sec): 3 clusters
  Score: Raw -10197007.877051 + Penalty 5531.810985 = -10191476.066066
  nChanged 2718
		SP:Iteration 10Q (8593.590000 sec): 3 clusters
  Score: Raw -10199392.780972 + Penalty 5531.810985 = -10193860.969987
  nChanged 1574
		SP:Iteration 11Q (8593.830000 sec): 3 clusters
  Score: Raw -10200747.910781 + Penalty 5531.810985 = -10195216.099796
  nChanged 805
		SP:Iteration 12Q (8594.050000 sec): 3 clusters
  Score: Raw -10201427.676769 + Penalty 5531.810985 = -10195895.865784
  nChanged 382
		SP:Iteration 13Q (8594.250000 sec): 3 clusters
  Score: Raw -10201753.317312 + Penalty 5531.810985 = -10196221.506327
  nChanged 179
		SP:Iteration 14Q (8594.450000 sec): 3 clusters
  Score: Raw -10201914.973291 + Penalty 5531.810985 = -10196383.162306
  nChanged 112
		SP:Iteration 15Q (8594.630000 sec): 3 clusters
  Score: Raw -10202003.662798 + Penalty 5531.810985 = -10196471.851813
  nChanged 50
		SP:Iteration 16Q (8594.820000 sec): 3 clusters
  Score: Raw -10202047.445463 + Penalty 5531.810985 = -10196515.634478
  nChanged 45
		SP:Iteration 17Q (8595.000000 sec): 3 clusters
  Score: Raw -10202081.865760 + Penalty 5531.810985 = -10196550.054775
  nChanged 27
		SP:Iteration 18Q (8595.180000 sec): 3 clusters
  Score: Raw -10202098.465194 + Penalty 5531.810985 = -10196566.654209
  nChanged 19
		SP:Iteration 19Q (8595.360000 sec): 3 clusters
  Score: Raw -10202108.464179 + Penalty 5531.810985 = -10196576.653194
  nChanged 11
		SP:Iteration 20F (8595.610000 sec): 3 clusters
  Score: Raw -10202117.209980 + Penalty 5531.810985 = -10196585.398995
  nChanged 10
		SP:Iteration 21Q (8595.790000 sec): 3 clusters
  Score: Raw -10202127.468344 + Penalty 5531.810985 = -10196595.657359
  nChanged 13
		SP:Iteration 22Q (8595.970000 sec): 3 clusters
  Score: Raw -10202140.736629 + Penalty 5531.810985 = -10196608.925644
  nChanged 10
		SP:Iteration 23Q (8596.150000 sec): 3 clusters
  Score: Raw -10202147.669322 + Penalty 5531.810985 = -10196615.858337
  nChanged 7
		SP:Iteration 24Q (8596.330000 sec): 3 clusters
  Score: Raw -10202151.814264 + Penalty 5531.810985 = -10196620.003279
  nChanged 3
		SP:Iteration 25Q (8596.510000 sec): 3 clusters
  Score: Raw -10202153.922466 + Penalty 5531.810985 = -10196622.111481
  nChanged 6
		SP:Iteration 26Q (8596.700000 sec): 3 clusters
  Score: Raw -10202159.225316 + Penalty 5531.810985 = -10196627.414331
  nChanged 8
		SP:Iteration 27Q (8596.880000 sec): 3 clusters
  Score: Raw -10202165.074745 + Penalty 5531.810985 = -10196633.263760
  nChanged 6
		SP:Iteration 28Q (8597.060000 sec): 3 clusters
  Score: Raw -10202171.516160 + Penalty 5531.810985 = -10196639.705175
  nChanged 8
		SP:Iteration 29Q (8597.240000 sec): 3 clusters
  Score: Raw -10202177.447959 + Penalty 5531.810985 = -10196645.636974
  nChanged 4
		SP:Iteration 30Q (8597.420000 sec): 3 clusters
  Score: Raw -10202180.061173 + Penalty 5531.810985 = -10196648.250188
  nChanged 2
		SP:Iteration 31Q (8597.600000 sec): 3 clusters
  Score: Raw -10202181.474832 + Penalty 5531.810985 = -10196649.663847
  nChanged 4
		SP:Iteration 32Q (8597.780000 sec): 3 clusters
  Score: Raw -10202184.594685 + Penalty 5531.810985 = -10196652.783700
  nChanged 0
		SP:Iteration 33F (8598.030000 sec): 3 clusters
  Score: Raw -10202184.594685 + Penalty 5531.810985 = -10196652.783700
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8598.060000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8598.070000 sec): 3 clusters
  Score: Raw -385262.278581 + Penalty 3923.652944 = -381338.625637
  nChanged 933
		SP:Iteration 1F (8598.080000 sec): 3 clusters
  Score: Raw -385840.639080 + Penalty 3923.652944 = -381916.986137
  nChanged 190
		SP:Iteration 2F (8598.090000 sec): 3 clusters
  Score: Raw -385975.975828 + Penalty 3923.652944 = -382052.322885
  nChanged 118
		SP:Iteration 3Q (8598.100000 sec): 3 clusters
  Score: Raw -386053.642836 + Penalty 3923.652944 = -382129.989892
  nChanged 91
		SP:Iteration 4Q (8598.110000 sec): 3 clusters
  Score: Raw -386113.211520 + Penalty 3923.652944 = -382189.558577
  nChanged 61
		SP:Iteration 5Q (8598.120000 sec): 3 clusters
  Score: Raw -386145.845252 + Penalty 3923.652944 = -382222.192308
  nChanged 40
		SP:Iteration 6Q (8598.130000 sec): 3 clusters
  Score: Raw -386168.207440 + Penalty 3923.652944 = -382244.554497
  nChanged 41
		SP:Iteration 7Q (8598.140000 sec): 3 clusters
  Score: Raw -386188.642950 + Penalty 3923.652944 = -382264.990006
  nChanged 21
		SP:Iteration 8Q (8598.150000 sec): 3 clusters
  Score: Raw -386199.812693 + Penalty 3923.652944 = -382276.159749
  nChanged 18
		SP:Iteration 9Q (8598.160000 sec): 3 clusters
  Score: Raw -386210.812808 + Penalty 3923.652944 = -382287.159865
  nChanged 18
		SP:Iteration 10Q (8598.170000 sec): 3 clusters
  Score: Raw -386221.854952 + Penalty 3923.652944 = -382298.202009
  nChanged 25
		SP:Iteration 11Q (8598.170000 sec): 3 clusters
  Score: Raw -386237.364769 + Penalty 3923.652944 = -382313.711825
  nChanged 21
		SP:Iteration 12Q (8598.190000 sec): 3 clusters
  Score: Raw -386249.350024 + Penalty 3923.652944 = -382325.697080
  nChanged 17
		SP:Iteration 13Q (8598.190000 sec): 3 clusters
  Score: Raw -386256.896187 + Penalty 3923.652944 = -382333.243243
  nChanged 12
		SP:Iteration 14Q (8598.200000 sec): 3 clusters
  Score: Raw -386263.473043 + Penalty 3923.652944 = -382339.820099
  nChanged 15
		SP:Iteration 15Q (8598.210000 sec): 3 clusters
  Score: Raw -386270.538318 + Penalty 3923.652944 = -382346.885374
  nChanged 10
		SP:Iteration 16Q (8598.220000 sec): 3 clusters
  Score: Raw -386274.386155 + Penalty 3923.652944 = -382350.733211
  nChanged 5
		SP:Iteration 17Q (8598.230000 sec): 3 clusters
  Score: Raw -386276.497997 + Penalty 3923.652944 = -382352.845053
  nChanged 3
		SP:Iteration 18Q (8598.240000 sec): 3 clusters
  Score: Raw -386277.542385 + Penalty 3923.652944 = -382353.889441
  nChanged 4
		SP:Iteration 19Q (8598.250000 sec): 3 clusters
  Score: Raw -386279.081406 + Penalty 3923.652944 = -382355.428463
  nChanged 1
		SP:Iteration 20F (8598.260000 sec): 3 clusters
  Score: Raw -386279.291768 + Penalty 3923.652944 = -382355.638824
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8598.260000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8598.270000 sec): 3 clusters
  Score: Raw -168800.411727 + Penalty 3494.272938 = -165306.138789
  nChanged 308
		SP:Iteration 1F (8598.270000 sec): 3 clusters
  Score: Raw -169093.534811 + Penalty 3494.272938 = -165599.261873
  nChanged 65
		SP:Iteration 2F (8598.270000 sec): 3 clusters
  Score: Raw -169162.705115 + Penalty 3494.272938 = -165668.432177
  nChanged 27
		SP:Iteration 3Q (8598.280000 sec): 3 clusters
  Score: Raw -169195.004949 + Penalty 3494.272938 = -165700.732011
  nChanged 26
		SP:Iteration 4Q (8598.280000 sec): 3 clusters
  Score: Raw -169222.442126 + Penalty 3494.272938 = -165728.169188
  nChanged 15
		SP:Iteration 5Q (8598.290000 sec): 3 clusters
  Score: Raw -169239.280673 + Penalty 3494.272938 = -165745.007734
  nChanged 11
		SP:Iteration 6Q (8598.290000 sec): 3 clusters
  Score: Raw -169256.229200 + Penalty 3494.272938 = -165761.956262
  nChanged 9
		SP:Iteration 7Q (8598.290000 sec): 3 clusters
  Score: Raw -169267.634146 + Penalty 3494.272938 = -165773.361208
  nChanged 2
		SP:Iteration 8Q (8598.300000 sec): 3 clusters
  Score: Raw -169269.360561 + Penalty 3494.272938 = -165775.087623
  nChanged 3
		SP:Iteration 9Q (8598.300000 sec): 3 clusters
  Score: Raw -169272.033732 + Penalty 3494.272938 = -165777.760794
  nChanged 1
		SP:Iteration 10Q (8598.310000 sec): 3 clusters
  Score: Raw -169272.604319 + Penalty 3494.272938 = -165778.331381
  nChanged 1
		SP:Iteration 11Q (8598.310000 sec): 3 clusters
  Score: Raw -169273.032109 + Penalty 3494.272938 = -165778.759171
  nChanged 0
		SP:Iteration 12F (8598.310000 sec): 3 clusters
  Score: Raw -169273.032109 + Penalty 3494.272938 = -165778.759171
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8598.320000 sec): 2 clusters
  Score: Raw -257203.131277 + Penalty 1864.614590 = -255338.516687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8598.330000 sec): 3 clusters
  Score: Raw -256687.296937 + Penalty 3729.229180 = -252958.067758
  nChanged 652
		SP:Iteration 1F (8598.330000 sec): 3 clusters
  Score: Raw -257722.443796 + Penalty 3729.229180 = -253993.214617
  nChanged 263
		SP:Iteration 2F (8598.340000 sec): 3 clusters
  Score: Raw -258308.142265 + Penalty 3729.229180 = -254578.913085
  nChanged 157
		SP:Iteration 3F (8598.350000 sec): 3 clusters
  Score: Raw -258580.806836 + Penalty 3729.229180 = -254851.577656
  nChanged 79
		SP:Iteration 4Q (8598.350000 sec): 3 clusters
  Score: Raw -258694.084897 + Penalty 3729.229180 = -254964.855718
  nChanged 38
		SP:Iteration 5Q (8598.360000 sec): 3 clusters
  Score: Raw -258757.292815 + Penalty 3729.229180 = -255028.063636
  nChanged 31
		SP:Iteration 6Q (8598.370000 sec): 3 clusters
  Score: Raw -258803.759150 + Penalty 3729.229180 = -255074.529971
  nChanged 21
		SP:Iteration 7Q (8598.370000 sec): 3 clusters
  Score: Raw -258827.902506 + Penalty 3729.229180 = -255098.673326
  nChanged 13
		SP:Iteration 8Q (8598.370000 sec): 3 clusters
  Score: Raw -258839.240519 + Penalty 3729.229180 = -255110.011340
  nChanged 8
		SP:Iteration 9Q (8598.380000 sec): 3 clusters
  Score: Raw -258847.149915 + Penalty 3729.229180 = -255117.920736
  nChanged 3
		SP:Iteration 10Q (8598.390000 sec): 3 clusters
  Score: Raw -258849.808666 + Penalty 3729.229180 = -255120.579486
  nChanged 0
		SP:Iteration 11F (8598.390000 sec): 3 clusters
  Score: Raw -258849.808666 + Penalty 3729.229180 = -255120.579486
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10860 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8598.430000 sec): 2 clusters
  Score: Raw -1659453.063701 + Penalty 2304.624715 = -1657148.438986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8598.470000 sec): 3 clusters
  Score: Raw -1653496.287335 + Penalty 4609.249430 = -1648887.037905
  nChanged 4548
		SP:Iteration 1F (8598.510000 sec): 3 clusters
  Score: Raw -1655860.141262 + Penalty 4609.249430 = -1651250.891831
  nChanged 652
		SP:Iteration 2F (8598.540000 sec): 3 clusters
  Score: Raw -1656131.319206 + Penalty 4609.249430 = -1651522.069776
  nChanged 513
		SP:Iteration 3Q (8598.580000 sec): 3 clusters
  Score: Raw -1656317.263854 + Penalty 4609.249430 = -1651708.014423
  nChanged 410
		SP:Iteration 4Q (8598.620000 sec): 3 clusters
  Score: Raw -1656468.063191 + Penalty 4609.249430 = -1651858.813761
  nChanged 361
		SP:Iteration 5Q (8598.650000 sec): 3 clusters
  Score: Raw -1656583.993125 + Penalty 4609.249430 = -1651974.743694
  nChanged 305
		SP:Iteration 6Q (8598.690000 sec): 3 clusters
  Score: Raw -1656679.376979 + Penalty 4609.249430 = -1652070.127549
  nChanged 272
		SP:Iteration 7Q (8598.730000 sec): 3 clusters
  Score: Raw -1656770.158969 + Penalty 4609.249430 = -1652160.909539
  nChanged 260
		SP:Iteration 8Q (8598.770000 sec): 3 clusters
  Score: Raw -1656861.794942 + Penalty 4609.249430 = -1652252.545511
  nChanged 288
		SP:Iteration 9Q (8598.800000 sec): 3 clusters
  Score: Raw -1656968.197300 + Penalty 4609.249430 = -1652358.947870
  nChanged 311
		SP:Iteration 10Q (8598.840000 sec): 3 clusters
  Score: Raw -1657100.498875 + Penalty 4609.249430 = -1652491.249444
  nChanged 363
		SP:Iteration 11Q (8598.880000 sec): 3 clusters
  Score: Raw -1657293.174049 + Penalty 4609.249430 = -1652683.924619
  nChanged 440
		SP:Iteration 12Q (8598.910000 sec): 3 clusters
  Score: Raw -1657566.571864 + Penalty 4609.249430 = -1652957.322434
  nChanged 495
		SP:Iteration 13Q (8598.950000 sec): 3 clusters
  Score: Raw -1657886.491401 + Penalty 4609.249430 = -1653277.241970
  nChanged 520
		SP:Iteration 14Q (8598.990000 sec): 3 clusters
  Score: Raw -1658284.756737 + Penalty 4609.249430 = -1653675.507306
  nChanged 491
		SP:Iteration 15Q (8599.030000 sec): 3 clusters
  Score: Raw -1658694.336574 + Penalty 4609.249430 = -1654085.087144
  nChanged 427
		SP:Iteration 16Q (8599.060000 sec): 3 clusters
  Score: Raw -1659059.234368 + Penalty 4609.249430 = -1654449.984938
  nChanged 312
		SP:Iteration 17Q (8599.100000 sec): 3 clusters
  Score: Raw -1659327.544107 + Penalty 4609.249430 = -1654718.294677
  nChanged 212
		SP:Iteration 18Q (8599.130000 sec): 3 clusters
  Score: Raw -1659514.853643 + Penalty 4609.249430 = -1654905.604213
  nChanged 148
		SP:Iteration 19Q (8599.170000 sec): 3 clusters
  Score: Raw -1659643.334861 + Penalty 4609.249430 = -1655034.085430
  nChanged 94
		SP:Iteration 20F (8599.200000 sec): 3 clusters
  Score: Raw -1659732.649335 + Penalty 4609.249430 = -1655123.399905
  nChanged 66
		SP:Iteration 21Q (8599.230000 sec): 3 clusters
  Score: Raw -1659796.644224 + Penalty 4609.249430 = -1655187.394794
  nChanged 35
		SP:Iteration 22Q (8599.270000 sec): 3 clusters
  Score: Raw -1659829.819797 + Penalty 4609.249430 = -1655220.570367
  nChanged 26
		SP:Iteration 23Q (8599.290000 sec): 3 clusters
  Score: Raw -1659848.638191 + Penalty 4609.249430 = -1655239.388760
  nChanged 17
		SP:Iteration 24Q (8599.320000 sec): 3 clusters
  Score: Raw -1659863.155840 + Penalty 4609.249430 = -1655253.906409
  nChanged 11
		SP:Iteration 25Q (8599.350000 sec): 3 clusters
  Score: Raw -1659871.847998 + Penalty 4609.249430 = -1655262.598568
  nChanged 7
		SP:Iteration 26Q (8599.380000 sec): 3 clusters
  Score: Raw -1659876.984061 + Penalty 4609.249430 = -1655267.734631
  nChanged 6
		SP:Iteration 27Q (8599.410000 sec): 3 clusters
  Score: Raw -1659883.922388 + Penalty 4609.249430 = -1655274.672957
  nChanged 3
		SP:Iteration 28Q (8599.440000 sec): 3 clusters
  Score: Raw -1659885.824316 + Penalty 4609.249430 = -1655276.574885
  nChanged 2
		SP:Iteration 29Q (8599.470000 sec): 3 clusters
  Score: Raw -1659887.884473 + Penalty 4609.249430 = -1655278.635043
  nChanged 2
		SP:Iteration 30Q (8599.500000 sec): 3 clusters
  Score: Raw -1659888.990661 + Penalty 4609.249430 = -1655279.741231
  nChanged 1
		SP:Iteration 31Q (8599.530000 sec): 3 clusters
  Score: Raw -1659889.735083 + Penalty 4609.249430 = -1655280.485652
  nChanged 2
		SP:Iteration 32Q (8599.560000 sec): 3 clusters
  Score: Raw -1659890.647790 + Penalty 4609.249430 = -1655281.398359
  nChanged 2
		SP:Iteration 33Q (8599.590000 sec): 3 clusters
  Score: Raw -1659892.314242 + Penalty 4609.249430 = -1655283.064811
  nChanged 3
		SP:Iteration 34Q (8599.610000 sec): 3 clusters
  Score: Raw -1659894.146766 + Penalty 4609.249430 = -1655284.897336
  nChanged 5
		SP:Iteration 35Q (8599.650000 sec): 3 clusters
  Score: Raw -1659898.504226 + Penalty 4609.249430 = -1655289.254795
  nChanged 2
		SP:Iteration 36Q (8599.670000 sec): 3 clusters
  Score: Raw -1659900.204879 + Penalty 4609.249430 = -1655290.955449
  nChanged 0
		SP:Iteration 37F (8599.710000 sec): 3 clusters
  Score: Raw -1659900.204879 + Penalty 4609.249430 = -1655290.955449
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8599.750000 sec): 2 clusters
  Score: Raw -1984877.391907 + Penalty 2369.515328 = -1982507.876579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8599.800000 sec): 3 clusters
  Score: Raw -1976933.298490 + Penalty 4739.030657 = -1972194.267834
  nChanged 6093
		SP:Iteration 1F (8599.850000 sec): 3 clusters
  Score: Raw -1980289.275030 + Penalty 4739.030657 = -1975550.244373
  nChanged 961
		SP:Iteration 2F (8599.900000 sec): 3 clusters
  Score: Raw -1980755.345344 + Penalty 4739.030657 = -1976016.314687
  nChanged 785
		SP:Iteration 3F (8599.950000 sec): 3 clusters
  Score: Raw -1981135.511189 + Penalty 4739.030657 = -1976396.480533
  nChanged 677
		SP:Iteration 4Q (8599.990000 sec): 3 clusters
  Score: Raw -1981444.320879 + Penalty 4739.030657 = -1976705.290223
  nChanged 659
		SP:Iteration 5Q (8600.040000 sec): 3 clusters
  Score: Raw -1981777.875997 + Penalty 4739.030657 = -1977038.845340
  nChanged 655
		SP:Iteration 6Q (8600.090000 sec): 3 clusters
  Score: Raw -1982153.411884 + Penalty 4739.030657 = -1977414.381227
  nChanged 676
		SP:Iteration 7Q (8600.140000 sec): 3 clusters
  Score: Raw -1982563.159795 + Penalty 4739.030657 = -1977824.129138
  nChanged 628
		SP:Iteration 8Q (8600.190000 sec): 3 clusters
  Score: Raw -1982962.218192 + Penalty 4739.030657 = -1978223.187535
  nChanged 586
		SP:Iteration 9Q (8600.240000 sec): 3 clusters
  Score: Raw -1983368.224993 + Penalty 4739.030657 = -1978629.194336
  nChanged 580
		SP:Iteration 10Q (8600.290000 sec): 3 clusters
  Score: Raw -1983764.168499 + Penalty 4739.030657 = -1979025.137842
  nChanged 469
		SP:Iteration 11Q (8600.330000 sec): 3 clusters
  Score: Raw -1984132.656934 + Penalty 4739.030657 = -1979393.626278
  nChanged 429
		SP:Iteration 12Q (8600.380000 sec): 3 clusters
  Score: Raw -1984488.362000 + Penalty 4739.030657 = -1979749.331343
  nChanged 335
		SP:Iteration 13Q (8600.430000 sec): 3 clusters
  Score: Raw -1984763.608832 + Penalty 4739.030657 = -1980024.578175
  nChanged 261
		SP:Iteration 14Q (8600.470000 sec): 3 clusters
  Score: Raw -1984975.711575 + Penalty 4739.030657 = -1980236.680918
  nChanged 189
		SP:Iteration 15Q (8600.510000 sec): 3 clusters
  Score: Raw -1985111.115147 + Penalty 4739.030657 = -1980372.084490
  nChanged 127
		SP:Iteration 16Q (8600.550000 sec): 3 clusters
  Score: Raw -1985188.011308 + Penalty 4739.030657 = -1980448.980652
  nChanged 90
		SP:Iteration 17Q (8600.590000 sec): 3 clusters
  Score: Raw -1985246.067235 + Penalty 4739.030657 = -1980507.036579
  nChanged 60
		SP:Iteration 18Q (8600.630000 sec): 3 clusters
  Score: Raw -1985290.272259 + Penalty 4739.030657 = -1980551.241602
  nChanged 49
		SP:Iteration 19Q (8600.670000 sec): 3 clusters
  Score: Raw -1985324.056351 + Penalty 4739.030657 = -1980585.025694
  nChanged 29
		SP:Iteration 20F (8600.720000 sec): 3 clusters
  Score: Raw -1985346.072236 + Penalty 4739.030657 = -1980607.041580
  nChanged 26
		SP:Iteration 21Q (8600.760000 sec): 3 clusters
  Score: Raw -1985361.636491 + Penalty 4739.030657 = -1980622.605834
  nChanged 16
		SP:Iteration 22Q (8600.790000 sec): 3 clusters
  Score: Raw -1985370.578786 + Penalty 4739.030657 = -1980631.548129
  nChanged 14
		SP:Iteration 23Q (8600.830000 sec): 3 clusters
  Score: Raw -1985379.487256 + Penalty 4739.030657 = -1980640.456599
  nChanged 8
		SP:Iteration 24Q (8600.870000 sec): 3 clusters
  Score: Raw -1985387.592326 + Penalty 4739.030657 = -1980648.561669
  nChanged 11
		SP:Iteration 25Q (8600.910000 sec): 3 clusters
  Score: Raw -1985394.130745 + Penalty 4739.030657 = -1980655.100089
  nChanged 8
		SP:Iteration 26Q (8600.950000 sec): 3 clusters
  Score: Raw -1985401.154989 + Penalty 4739.030657 = -1980662.124332
  nChanged 9
		SP:Iteration 27Q (8600.980000 sec): 3 clusters
  Score: Raw -1985407.139950 + Penalty 4739.030657 = -1980668.109294
  nChanged 14
		SP:Iteration 28Q (8601.020000 sec): 3 clusters
  Score: Raw -1985418.167293 + Penalty 4739.030657 = -1980679.136637
  nChanged 10
		SP:Iteration 29Q (8601.060000 sec): 3 clusters
  Score: Raw -1985426.153509 + Penalty 4739.030657 = -1980687.122852
  nChanged 9
		SP:Iteration 30Q (8601.090000 sec): 3 clusters
  Score: Raw -1985433.075035 + Penalty 4739.030657 = -1980694.044379
  nChanged 8
		SP:Iteration 31Q (8601.130000 sec): 3 clusters
  Score: Raw -1985437.298087 + Penalty 4739.030657 = -1980698.267430
  nChanged 11
		SP:Iteration 32Q (8601.170000 sec): 3 clusters
  Score: Raw -1985443.469799 + Penalty 4739.030657 = -1980704.439143
  nChanged 10
		SP:Iteration 33Q (8601.200000 sec): 3 clusters
  Score: Raw -1985448.473811 + Penalty 4739.030657 = -1980709.443155
  nChanged 10
		SP:Iteration 34Q (8601.240000 sec): 3 clusters
  Score: Raw -1985455.742143 + Penalty 4739.030657 = -1980716.711486
  nChanged 8
		SP:Iteration 35Q (8601.270000 sec): 3 clusters
  Score: Raw -1985461.832307 + Penalty 4739.030657 = -1980722.801650
  nChanged 12
		SP:Iteration 36Q (8601.310000 sec): 3 clusters
  Score: Raw -1985468.761988 + Penalty 4739.030657 = -1980729.731332
  nChanged 9
		SP:Iteration 37Q (8601.350000 sec): 3 clusters
  Score: Raw -1985474.071390 + Penalty 4739.030657 = -1980735.040734
  nChanged 7
		SP:Iteration 38Q (8601.380000 sec): 3 clusters
  Score: Raw -1985478.349347 + Penalty 4739.030657 = -1980739.318690
  nChanged 6
		SP:Iteration 39Q (8601.420000 sec): 3 clusters
  Score: Raw -1985482.720285 + Penalty 4739.030657 = -1980743.689629
  nChanged 4
		SP:Iteration 40F (8601.470000 sec): 3 clusters
  Score: Raw -1985485.204064 + Penalty 4739.030657 = -1980746.173407
  nChanged 5
		SP:Iteration 41Q (8601.500000 sec): 3 clusters
  Score: Raw -1985489.336241 + Penalty 4739.030657 = -1980750.305585
  nChanged 6
		SP:Iteration 42Q (8601.540000 sec): 3 clusters
  Score: Raw -1985492.311321 + Penalty 4739.030657 = -1980753.280664
  nChanged 1
		SP:Iteration 43Q (8601.570000 sec): 3 clusters
  Score: Raw -1985492.765804 + Penalty 4739.030657 = -1980753.735148
  nChanged 0
		SP:Iteration 44F (8601.620000 sec): 3 clusters
  Score: Raw -1985492.765804 + Penalty 4739.030657 = -1980753.735148
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8601.630000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8601.630000 sec): 3 clusters
  Score: Raw -73227.763819 + Penalty 3074.445443 = -70153.318376
  nChanged 81
		SP:Iteration 1F (8601.630000 sec): 3 clusters
  Score: Raw -73379.344680 + Penalty 3074.445443 = -70304.899237
  nChanged 23
		SP:Iteration 2Q (8601.630000 sec): 3 clusters
  Score: Raw -73437.299580 + Penalty 3074.445443 = -70362.854136
  nChanged 7
		SP:Iteration 3Q (8601.640000 sec): 3 clusters
  Score: Raw -73451.297956 + Penalty 3074.445443 = -70376.852513
  nChanged 2
		SP:Iteration 4Q (8601.640000 sec): 3 clusters
  Score: Raw -73454.527155 + Penalty 3074.445443 = -70380.081711
  nChanged 2
		SP:Iteration 5Q (8601.640000 sec): 3 clusters
  Score: Raw -73460.411300 + Penalty 3074.445443 = -70385.965857
  nChanged 2
		SP:Iteration 6Q (8601.640000 sec): 3 clusters
  Score: Raw -73464.247739 + Penalty 3074.445443 = -70389.802295
  nChanged 0
		SP:Iteration 7F (8601.650000 sec): 3 clusters
  Score: Raw -73464.247739 + Penalty 3074.445443 = -70389.802295
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8601.650000 sec): 2 clusters
  Score: Raw -309815.793004 + Penalty 1905.598267 = -307910.194737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8601.660000 sec): 3 clusters
  Score: Raw -308952.565355 + Penalty 3811.196534 = -305141.368821
  nChanged 715
		SP:Iteration 1F (8601.670000 sec): 3 clusters
  Score: Raw -309448.920265 + Penalty 3811.196534 = -305637.723731
  nChanged 167
		SP:Iteration 2F (8601.670000 sec): 3 clusters
  Score: Raw -309589.926420 + Penalty 3811.196534 = -305778.729885
  nChanged 103
		SP:Iteration 3Q (8601.690000 sec): 3 clusters
  Score: Raw -309660.147335 + Penalty 3811.196534 = -305848.950800
  nChanged 54
		SP:Iteration 4Q (8601.700000 sec): 3 clusters
  Score: Raw -309695.942422 + Penalty 3811.196534 = -305884.745888
  nChanged 33
		SP:Iteration 5Q (8601.700000 sec): 3 clusters
  Score: Raw -309722.394840 + Penalty 3811.196534 = -305911.198306
  nChanged 28
		SP:Iteration 6Q (8601.710000 sec): 3 clusters
  Score: Raw -309743.015237 + Penalty 3811.196534 = -305931.818702
  nChanged 24
		SP:Iteration 7Q (8601.720000 sec): 3 clusters
  Score: Raw -309757.423937 + Penalty 3811.196534 = -305946.227403
  nChanged 17
		SP:Iteration 8Q (8601.720000 sec): 3 clusters
  Score: Raw -309766.763061 + Penalty 3811.196534 = -305955.566527
  nChanged 11
		SP:Iteration 9Q (8601.730000 sec): 3 clusters
  Score: Raw -309776.858044 + Penalty 3811.196534 = -305965.661509
  nChanged 14
		SP:Iteration 10Q (8601.740000 sec): 3 clusters
  Score: Raw -309787.611481 + Penalty 3811.196534 = -305976.414947
  nChanged 13
		SP:Iteration 11Q (8601.750000 sec): 3 clusters
  Score: Raw -309795.871439 + Penalty 3811.196534 = -305984.674904
  nChanged 9
		SP:Iteration 12Q (8601.760000 sec): 3 clusters
  Score: Raw -309802.032063 + Penalty 3811.196534 = -305990.835528
  nChanged 6
		SP:Iteration 13Q (8601.760000 sec): 3 clusters
  Score: Raw -309805.484158 + Penalty 3811.196534 = -305994.287623
  nChanged 6
		SP:Iteration 14Q (8601.770000 sec): 3 clusters
  Score: Raw -309808.603318 + Penalty 3811.196534 = -305997.406784
  nChanged 4
		SP:Iteration 15Q (8601.780000 sec): 3 clusters
  Score: Raw -309810.749345 + Penalty 3811.196534 = -305999.552811
  nChanged 1
		SP:Iteration 16Q (8601.780000 sec): 3 clusters
  Score: Raw -309811.150953 + Penalty 3811.196534 = -305999.954419
  nChanged 1
		SP:Iteration 17Q (8601.790000 sec): 3 clusters
  Score: Raw -309811.706402 + Penalty 3811.196534 = -306000.509868
  nChanged 0
		SP:Iteration 18F (8601.800000 sec): 3 clusters
  Score: Raw -309811.706402 + Penalty 3811.196534 = -306000.509868
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8601.900000 sec): 2 clusters
  Score: Raw -4594677.129706 + Penalty 2568.397217 = -4592108.732489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8602.020000 sec): 3 clusters
  Score: Raw -4575743.437567 + Penalty 5136.794433 = -4570606.643133
  nChanged 14263
		SP:Iteration 1F (8602.130000 sec): 3 clusters
  Score: Raw -4583588.080828 + Penalty 5136.794433 = -4578451.286395
  nChanged 1370
		SP:Iteration 2Q (8602.250000 sec): 3 clusters
  Score: Raw -4584017.299867 + Penalty 5136.794433 = -4578880.505434
  nChanged 1216
		SP:Iteration 3Q (8602.360000 sec): 3 clusters
  Score: Raw -4584423.862186 + Penalty 5136.794433 = -4579287.067753
  nChanged 1202
		SP:Iteration 4Q (8602.480000 sec): 3 clusters
  Score: Raw -4584856.041025 + Penalty 5136.794433 = -4579719.246592
  nChanged 1303
		SP:Iteration 5Q (8602.590000 sec): 3 clusters
  Score: Raw -4585401.737416 + Penalty 5136.794433 = -4580264.942983
  nChanged 1410
		SP:Iteration 6Q (8602.710000 sec): 3 clusters
  Score: Raw -4586081.070565 + Penalty 5136.794433 = -4580944.276132
  nChanged 1684
		SP:Iteration 7F (8602.820000 sec): 3 clusters
  Score: Raw -4587003.184490 + Penalty 5136.794433 = -4581866.390057
  nChanged 1906
		SP:Iteration 8F (8602.930000 sec): 3 clusters
  Score: Raw -4588272.801136 + Penalty 5136.794433 = -4583136.006703
  nChanged 2102
		SP:Iteration 9F (8603.050000 sec): 3 clusters
  Score: Raw -4589819.896074 + Penalty 5136.794433 = -4584683.101641
  nChanged 1958
		SP:Iteration 10F (8603.160000 sec): 3 clusters
  Score: Raw -4591333.351924 + Penalty 5136.794433 = -4586196.557490
  nChanged 1561
		SP:Iteration 11Q (8603.270000 sec): 3 clusters
  Score: Raw -4592457.421847 + Penalty 5136.794433 = -4587320.627413
  nChanged 1114
		SP:Iteration 12Q (8603.380000 sec): 3 clusters
  Score: Raw -4593177.565137 + Penalty 5136.794433 = -4588040.770703
  nChanged 799
		SP:Iteration 13Q (8603.500000 sec): 3 clusters
  Score: Raw -4593663.676597 + Penalty 5136.794433 = -4588526.882164
  nChanged 561
		SP:Iteration 14Q (8603.610000 sec): 3 clusters
  Score: Raw -4594070.081107 + Penalty 5136.794433 = -4588933.286674
  nChanged 409
		SP:Iteration 15Q (8603.720000 sec): 3 clusters
  Score: Raw -4594466.363580 + Penalty 5136.794433 = -4589329.569146
  nChanged 295
		SP:Iteration 16Q (8603.820000 sec): 3 clusters
  Score: Raw -4594861.433719 + Penalty 5136.794433 = -4589724.639285
  nChanged 221
		SP:Iteration 17Q (8603.910000 sec): 3 clusters
  Score: Raw -4595172.492986 + Penalty 5136.794433 = -4590035.698553
  nChanged 192
		SP:Iteration 18Q (8604.000000 sec): 3 clusters
  Score: Raw -4595394.146564 + Penalty 5136.794433 = -4590257.352131
  nChanged 140
		SP:Iteration 19Q (8604.090000 sec): 3 clusters
  Score: Raw -4595510.965761 + Penalty 5136.794433 = -4590374.171328
  nChanged 106
		SP:Iteration 20F (8604.200000 sec): 3 clusters
  Score: Raw -4595574.323809 + Penalty 5136.794433 = -4590437.529376
  nChanged 75
		SP:Iteration 21Q (8604.280000 sec): 3 clusters
  Score: Raw -4595611.184668 + Penalty 5136.794433 = -4590474.390234
  nChanged 63
		SP:Iteration 22Q (8604.360000 sec): 3 clusters
  Score: Raw -4595638.429577 + Penalty 5136.794433 = -4590501.635143
  nChanged 54
		SP:Iteration 23Q (8604.450000 sec): 3 clusters
  Score: Raw -4595658.043914 + Penalty 5136.794433 = -4590521.249481
  nChanged 33
		SP:Iteration 24Q (8604.530000 sec): 3 clusters
  Score: Raw -4595670.246551 + Penalty 5136.794433 = -4590533.452117
  nChanged 24
		SP:Iteration 25Q (8604.610000 sec): 3 clusters
  Score: Raw -4595679.386749 + Penalty 5136.794433 = -4590542.592315
  nChanged 29
		SP:Iteration 26Q (8604.700000 sec): 3 clusters
  Score: Raw -4595687.921830 + Penalty 5136.794433 = -4590551.127397
  nChanged 24
		SP:Iteration 27Q (8604.780000 sec): 3 clusters
  Score: Raw -4595695.966250 + Penalty 5136.794433 = -4590559.171816
  nChanged 19
		SP:Iteration 28Q (8604.860000 sec): 3 clusters
  Score: Raw -4595700.040292 + Penalty 5136.794433 = -4590563.245859
  nChanged 10
		SP:Iteration 29Q (8604.940000 sec): 3 clusters
  Score: Raw -4595702.190091 + Penalty 5136.794433 = -4590565.395658
  nChanged 6
		SP:Iteration 30Q (8605.030000 sec): 3 clusters
  Score: Raw -4595703.796355 + Penalty 5136.794433 = -4590567.001922
  nChanged 6
		SP:Iteration 31Q (8605.110000 sec): 3 clusters
  Score: Raw -4595704.940848 + Penalty 5136.794433 = -4590568.146415
  nChanged 6
		SP:Iteration 32Q (8605.190000 sec): 3 clusters
  Score: Raw -4595706.235293 + Penalty 5136.794433 = -4590569.440860
  nChanged 7
		SP:Iteration 33Q (8605.280000 sec): 3 clusters
  Score: Raw -4595707.682862 + Penalty 5136.794433 = -4590570.888428
  nChanged 7
		SP:Iteration 34Q (8605.360000 sec): 3 clusters
  Score: Raw -4595709.796049 + Penalty 5136.794433 = -4590573.001616
  nChanged 5
		SP:Iteration 35Q (8605.440000 sec): 3 clusters
  Score: Raw -4595710.678767 + Penalty 5136.794433 = -4590573.884333
  nChanged 2
		SP:Iteration 36Q (8605.530000 sec): 3 clusters
  Score: Raw -4595711.115328 + Penalty 5136.794433 = -4590574.320895
  nChanged 2
		SP:Iteration 37Q (8605.610000 sec): 3 clusters
  Score: Raw -4595711.399070 + Penalty 5136.794433 = -4590574.604637
  nChanged 4
		SP:Iteration 38Q (8605.700000 sec): 3 clusters
  Score: Raw -4595712.016438 + Penalty 5136.794433 = -4590575.222005
  nChanged 2
		SP:Iteration 39Q (8605.780000 sec): 3 clusters
  Score: Raw -4595712.278905 + Penalty 5136.794433 = -4590575.484472
  nChanged 0
		SP:Iteration 40F (8605.890000 sec): 3 clusters
  Score: Raw -4595712.278905 + Penalty 5136.794433 = -4590575.484472
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8606.210000 sec): 2 clusters
  Score: Raw -14339023.494785 + Penalty 2851.716528 = -14336171.778257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8606.570000 sec): 3 clusters
  Score: Raw -14275811.723985 + Penalty 5703.433055 = -14270108.290929
  nChanged 46563
		SP:Iteration 1F (8606.930000 sec): 3 clusters
  Score: Raw -14302645.951347 + Penalty 5703.433055 = -14296942.518292
  nChanged 3630
		SP:Iteration 2Q (8607.290000 sec): 3 clusters
  Score: Raw -14303693.061976 + Penalty 5703.433055 = -14297989.628921
  nChanged 3967
		SP:Iteration 3Q (8607.660000 sec): 3 clusters
  Score: Raw -14305057.592536 + Penalty 5703.433055 = -14299354.159481
  nChanged 4632
		SP:Iteration 4Q (8608.030000 sec): 3 clusters
  Score: Raw -14306983.557298 + Penalty 5703.433055 = -14301280.124243
  nChanged 5477
		SP:Iteration 5F (8608.390000 sec): 3 clusters
  Score: Raw -14309759.898947 + Penalty 5703.433055 = -14304056.465891
  nChanged 6098
		SP:Iteration 6F (8608.740000 sec): 3 clusters
  Score: Raw -14313156.440742 + Penalty 5703.433055 = -14307453.007686
  nChanged 6139
		SP:Iteration 7F (8609.100000 sec): 3 clusters
  Score: Raw -14316804.315104 + Penalty 5703.433055 = -14311100.882049
  nChanged 5993
		SP:Iteration 8F (8609.460000 sec): 3 clusters
  Score: Raw -14320500.832078 + Penalty 5703.433055 = -14314797.399022
  nChanged 5244
		SP:Iteration 9F (8609.830000 sec): 3 clusters
  Score: Raw -14323808.598458 + Penalty 5703.433055 = -14318105.165403
  nChanged 4484
		SP:Iteration 10Q (8610.200000 sec): 3 clusters
  Score: Raw -14326861.853521 + Penalty 5703.433055 = -14321158.420466
  nChanged 3853
		SP:Iteration 11Q (8610.560000 sec): 3 clusters
  Score: Raw -14329581.821472 + Penalty 5703.433055 = -14323878.388416
  nChanged 3175
		SP:Iteration 12Q (8610.910000 sec): 3 clusters
  Score: Raw -14331882.134597 + Penalty 5703.433055 = -14326178.701542
  nChanged 2535
		SP:Iteration 13Q (8611.250000 sec): 3 clusters
  Score: Raw -14333686.674300 + Penalty 5703.433055 = -14327983.241245
  nChanged 1936
		SP:Iteration 14Q (8611.570000 sec): 3 clusters
  Score: Raw -14335049.050535 + Penalty 5703.433055 = -14329345.617480
  nChanged 1568
		SP:Iteration 15Q (8611.880000 sec): 3 clusters
  Score: Raw -14336152.344728 + Penalty 5703.433055 = -14330448.911673
  nChanged 1218
		SP:Iteration 16Q (8612.170000 sec): 3 clusters
  Score: Raw -14336996.282352 + Penalty 5703.433055 = -14331292.849297
  nChanged 955
		SP:Iteration 17Q (8612.460000 sec): 3 clusters
  Score: Raw -14337643.986877 + Penalty 5703.433055 = -14331940.553822
  nChanged 715
		SP:Iteration 18Q (8612.740000 sec): 3 clusters
  Score: Raw -14338111.028879 + Penalty 5703.433055 = -14332407.595824
  nChanged 593
		SP:Iteration 19Q (8613.020000 sec): 3 clusters
  Score: Raw -14338482.847107 + Penalty 5703.433055 = -14332779.414051
  nChanged 492
		SP:Iteration 20F (8613.370000 sec): 3 clusters
  Score: Raw -14338779.206153 + Penalty 5703.433055 = -14333075.773098
  nChanged 410
		SP:Iteration 21Q (8613.640000 sec): 3 clusters
  Score: Raw -14339000.399805 + Penalty 5703.433055 = -14333296.966750
  nChanged 347
		SP:Iteration 22Q (8613.910000 sec): 3 clusters
  Score: Raw -14339176.786390 + Penalty 5703.433055 = -14333473.353335
  nChanged 273
		SP:Iteration 23Q (8614.170000 sec): 3 clusters
  Score: Raw -14339288.749225 + Penalty 5703.433055 = -14333585.316170
  nChanged 216
		SP:Iteration 24Q (8614.440000 sec): 3 clusters
  Score: Raw -14339383.998943 + Penalty 5703.433055 = -14333680.565888
  nChanged 185
		SP:Iteration 25Q (8614.710000 sec): 3 clusters
  Score: Raw -14339453.118138 + Penalty 5703.433055 = -14333749.685083
  nChanged 156
		SP:Iteration 26Q (8614.970000 sec): 3 clusters
  Score: Raw -14339508.705923 + Penalty 5703.433055 = -14333805.272868
  nChanged 150
		SP:Iteration 27Q (8615.240000 sec): 3 clusters
  Score: Raw -14339560.867351 + Penalty 5703.433055 = -14333857.434295
  nChanged 116
		SP:Iteration 28Q (8615.500000 sec): 3 clusters
  Score: Raw -14339599.875377 + Penalty 5703.433055 = -14333896.442322
  nChanged 113
		SP:Iteration 29Q (8615.760000 sec): 3 clusters
  Score: Raw -14339635.965520 + Penalty 5703.433055 = -14333932.532465
  nChanged 98
		SP:Iteration 30Q (8616.030000 sec): 3 clusters
  Score: Raw -14339669.841919 + Penalty 5703.433055 = -14333966.408864
  nChanged 86
		SP:Iteration 31Q (8616.290000 sec): 3 clusters
  Score: Raw -14339699.123502 + Penalty 5703.433055 = -14333995.690447
  nChanged 84
		SP:Iteration 32Q (8616.550000 sec): 3 clusters
  Score: Raw -14339723.942044 + Penalty 5703.433055 = -14334020.508988
  nChanged 71
		SP:Iteration 33Q (8616.810000 sec): 3 clusters
  Score: Raw -14339742.593057 + Penalty 5703.433055 = -14334039.160002
  nChanged 53
		SP:Iteration 34Q (8617.080000 sec): 3 clusters
  Score: Raw -14339758.635832 + Penalty 5703.433055 = -14334055.202777
  nChanged 54
		SP:Iteration 35Q (8617.340000 sec): 3 clusters
  Score: Raw -14339772.521873 + Penalty 5703.433055 = -14334069.088818
  nChanged 39
		SP:Iteration 36Q (8617.600000 sec): 3 clusters
  Score: Raw -14339783.167948 + Penalty 5703.433055 = -14334079.734892
  nChanged 37
		SP:Iteration 37Q (8617.860000 sec): 3 clusters
  Score: Raw -14339791.472518 + Penalty 5703.433055 = -14334088.039463
  nChanged 31
		SP:Iteration 38Q (8618.120000 sec): 3 clusters
  Score: Raw -14339798.120960 + Penalty 5703.433055 = -14334094.687905
  nChanged 28
		SP:Iteration 39Q (8618.380000 sec): 3 clusters
  Score: Raw -14339805.582755 + Penalty 5703.433055 = -14334102.149700
  nChanged 27
		SP:Iteration 40F (8618.730000 sec): 3 clusters
  Score: Raw -14339811.124812 + Penalty 5703.433055 = -14334107.691756
  nChanged 22
		SP:Iteration 41Q (8618.990000 sec): 3 clusters
  Score: Raw -14339815.574630 + Penalty 5703.433055 = -14334112.141575
  nChanged 23
		SP:Iteration 42Q (8619.250000 sec): 3 clusters
  Score: Raw -14339819.785102 + Penalty 5703.433055 = -14334116.352047
  nChanged 12
		SP:Iteration 43Q (8619.510000 sec): 3 clusters
  Score: Raw -14339822.248392 + Penalty 5703.433055 = -14334118.815337
  nChanged 11
		SP:Iteration 44Q (8619.770000 sec): 3 clusters
  Score: Raw -14339825.003833 + Penalty 5703.433055 = -14334121.570778
  nChanged 13
		SP:Iteration 45Q (8620.030000 sec): 3 clusters
  Score: Raw -14339827.577562 + Penalty 5703.433055 = -14334124.144507
  nChanged 16
		SP:Iteration 46Q (8620.290000 sec): 3 clusters
  Score: Raw -14339831.655601 + Penalty 5703.433055 = -14334128.222546
  nChanged 24
		SP:Iteration 47Q (8620.550000 sec): 3 clusters
  Score: Raw -14339836.185791 + Penalty 5703.433055 = -14334132.752736
  nChanged 11
		SP:Iteration 48Q (8620.810000 sec): 3 clusters
  Score: Raw -14339838.409020 + Penalty 5703.433055 = -14334134.975964
  nChanged 11
		SP:Iteration 49Q (8621.070000 sec): 3 clusters
  Score: Raw -14339841.319578 + Penalty 5703.433055 = -14334137.886523
  nChanged 11
		SP:Iteration 50Q (8621.330000 sec): 3 clusters
  Score: Raw -14339844.448240 + Penalty 5703.433055 = -14334141.015185
  nChanged 12
		SP:Iteration 51Q (8621.590000 sec): 3 clusters
  Score: Raw -14339846.342668 + Penalty 5703.433055 = -14334142.909613
  nChanged 14
		SP:Iteration 52Q (8621.850000 sec): 3 clusters
  Score: Raw -14339851.225659 + Penalty 5703.433055 = -14334147.792604
  nChanged 18
		SP:Iteration 53Q (8622.110000 sec): 3 clusters
  Score: Raw -14339854.537404 + Penalty 5703.433055 = -14334151.104349
  nChanged 11
		SP:Iteration 54Q (8622.370000 sec): 3 clusters
  Score: Raw -14339857.185341 + Penalty 5703.433055 = -14334153.752286
  nChanged 13
		SP:Iteration 55Q (8622.630000 sec): 3 clusters
  Score: Raw -14339859.575232 + Penalty 5703.433055 = -14334156.142177
  nChanged 9
		SP:Iteration 56Q (8622.890000 sec): 3 clusters
  Score: Raw -14339861.281913 + Penalty 5703.433055 = -14334157.848858
  nChanged 10
		SP:Iteration 57Q (8623.150000 sec): 3 clusters
  Score: Raw -14339863.416949 + Penalty 5703.433055 = -14334159.983894
  nChanged 10
		SP:Iteration 58Q (8623.410000 sec): 3 clusters
  Score: Raw -14339865.937296 + Penalty 5703.433055 = -14334162.504241
  nChanged 11
		SP:Iteration 59Q (8623.670000 sec): 3 clusters
  Score: Raw -14339867.824455 + Penalty 5703.433055 = -14334164.391400
  nChanged 9
		SP:Iteration 60F (8624.020000 sec): 3 clusters
  Score: Raw -14339870.297577 + Penalty 5703.433055 = -14334166.864522
  nChanged 7
		SP:Iteration 61Q (8624.280000 sec): 3 clusters
  Score: Raw -14339873.332104 + Penalty 5703.433055 = -14334169.899048
  nChanged 12
		SP:Iteration 62Q (8624.540000 sec): 3 clusters
  Score: Raw -14339875.935633 + Penalty 5703.433055 = -14334172.502578
  nChanged 12
		SP:Iteration 63Q (8624.810000 sec): 3 clusters
  Score: Raw -14339877.866255 + Penalty 5703.433055 = -14334174.433200
  nChanged 9
		SP:Iteration 64Q (8625.070000 sec): 3 clusters
  Score: Raw -14339880.212612 + Penalty 5703.433055 = -14334176.779557
  nChanged 9
		SP:Iteration 65Q (8625.330000 sec): 3 clusters
  Score: Raw -14339883.188916 + Penalty 5703.433055 = -14334179.755861
  nChanged 11
		SP:Iteration 66Q (8625.590000 sec): 3 clusters
  Score: Raw -14339885.338490 + Penalty 5703.433055 = -14334181.905435
  nChanged 6
		SP:Iteration 67Q (8625.860000 sec): 3 clusters
  Score: Raw -14339886.582058 + Penalty 5703.433055 = -14334183.149003
  nChanged 10
		SP:Iteration 68Q (8626.130000 sec): 3 clusters
  Score: Raw -14339888.964068 + Penalty 5703.433055 = -14334185.531013
  nChanged 3
		SP:Iteration 69Q (8626.380000 sec): 3 clusters
  Score: Raw -14339889.903827 + Penalty 5703.433055 = -14334186.470772
  nChanged 6
		SP:Iteration 70Q (8626.650000 sec): 3 clusters
  Score: Raw -14339891.143667 + Penalty 5703.433055 = -14334187.710612
  nChanged 4
		SP:Iteration 71Q (8626.910000 sec): 3 clusters
  Score: Raw -14339891.732183 + Penalty 5703.433055 = -14334188.299127
  nChanged 2
		SP:Iteration 72Q (8627.170000 sec): 3 clusters
  Score: Raw -14339892.018494 + Penalty 5703.433055 = -14334188.585439
  nChanged 1
		SP:Iteration 73Q (8627.440000 sec): 3 clusters
  Score: Raw -14339892.356438 + Penalty 5703.433055 = -14334188.923382
  nChanged 1
		SP:Iteration 74Q (8627.700000 sec): 3 clusters
  Score: Raw -14339892.652568 + Penalty 5703.433055 = -14334189.219512
  nChanged 3
		SP:Iteration 75Q (8627.960000 sec): 3 clusters
  Score: Raw -14339893.271260 + Penalty 5703.433055 = -14334189.838205
  nChanged 2
		SP:Iteration 76Q (8628.230000 sec): 3 clusters
  Score: Raw -14339894.430791 + Penalty 5703.433055 = -14334190.997736
  nChanged 5
		SP:Iteration 77Q (8628.490000 sec): 3 clusters
  Score: Raw -14339896.042511 + Penalty 5703.433055 = -14334192.609456
  nChanged 4
		SP:Iteration 78Q (8628.750000 sec): 3 clusters
  Score: Raw -14339896.769154 + Penalty 5703.433055 = -14334193.336098
  nChanged 3
		SP:Iteration 79Q (8629.010000 sec): 3 clusters
  Score: Raw -14339897.136433 + Penalty 5703.433055 = -14334193.703378
  nChanged 2
		SP:Iteration 80F (8629.370000 sec): 3 clusters
  Score: Raw -14339897.785258 + Penalty 5703.433055 = -14334194.352203
  nChanged 3
		SP:Iteration 81Q (8629.640000 sec): 3 clusters
  Score: Raw -14339898.408915 + Penalty 5703.433055 = -14334194.975860
  nChanged 3
		SP:Iteration 82Q (8629.900000 sec): 3 clusters
  Score: Raw -14339898.726928 + Penalty 5703.433055 = -14334195.293873
  nChanged 2
		SP:Iteration 83Q (8630.170000 sec): 3 clusters
  Score: Raw -14339899.071412 + Penalty 5703.433055 = -14334195.638356
  nChanged 2
		SP:Iteration 84Q (8630.430000 sec): 3 clusters
  Score: Raw -14339899.231520 + Penalty 5703.433055 = -14334195.798465
  nChanged 3
		SP:Iteration 85Q (8630.690000 sec): 3 clusters
  Score: Raw -14339899.613392 + Penalty 5703.433055 = -14334196.180337
  nChanged 3
		SP:Iteration 86Q (8630.960000 sec): 3 clusters
  Score: Raw -14339900.024877 + Penalty 5703.433055 = -14334196.591822
  nChanged 3
		SP:Iteration 87Q (8631.220000 sec): 3 clusters
  Score: Raw -14339900.628882 + Penalty 5703.433055 = -14334197.195827
  nChanged 1
		SP:Iteration 88Q (8631.490000 sec): 3 clusters
  Score: Raw -14339900.746815 + Penalty 5703.433055 = -14334197.313760
  nChanged 0
		SP:Iteration 89F (8631.850000 sec): 3 clusters
  Score: Raw -14339900.746815 + Penalty 5703.433055 = -14334197.313760
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8631.980000 sec): 2 clusters
  Score: Raw -5651717.706007 + Penalty 2605.046030 = -5649112.659977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8632.120000 sec): 3 clusters
  Score: Raw -5629487.393411 + Penalty 5210.092060 = -5624277.301351
  nChanged 16538
		SP:Iteration 1F (8632.250000 sec): 3 clusters
  Score: Raw -5638441.093932 + Penalty 5210.092060 = -5633231.001871
  nChanged 1612
		SP:Iteration 2Q (8632.390000 sec): 3 clusters
  Score: Raw -5638923.754111 + Penalty 5210.092060 = -5633713.662050
  nChanged 1412
		SP:Iteration 3Q (8632.530000 sec): 3 clusters
  Score: Raw -5639359.996841 + Penalty 5210.092060 = -5634149.904781
  nChanged 1362
		SP:Iteration 4Q (8632.660000 sec): 3 clusters
  Score: Raw -5639809.926694 + Penalty 5210.092060 = -5634599.834634
  nChanged 1387
		SP:Iteration 5Q (8632.800000 sec): 3 clusters
  Score: Raw -5640326.116530 + Penalty 5210.092060 = -5635116.024469
  nChanged 1419
		SP:Iteration 6Q (8632.930000 sec): 3 clusters
  Score: Raw -5640942.181279 + Penalty 5210.092060 = -5635732.089219
  nChanged 1610
		SP:Iteration 7Q (8633.070000 sec): 3 clusters
  Score: Raw -5641795.178242 + Penalty 5210.092060 = -5636585.086182
  nChanged 1891
		SP:Iteration 8F (8633.210000 sec): 3 clusters
  Score: Raw -5642975.523426 + Penalty 5210.092060 = -5637765.431365
  nChanged 2135
		SP:Iteration 9F (8633.340000 sec): 3 clusters
  Score: Raw -5644520.872899 + Penalty 5210.092060 = -5639310.780839
  nChanged 2235
		SP:Iteration 10F (8633.470000 sec): 3 clusters
  Score: Raw -5646249.447148 + Penalty 5210.092060 = -5641039.355088
  nChanged 2175
		SP:Iteration 11F (8633.610000 sec): 3 clusters
  Score: Raw -5648045.065111 + Penalty 5210.092060 = -5642834.973051
  nChanged 1862
		SP:Iteration 12F (8633.740000 sec): 3 clusters
  Score: Raw -5649616.656866 + Penalty 5210.092060 = -5644406.564806
  nChanged 1284
		SP:Iteration 13Q (8633.850000 sec): 3 clusters
  Score: Raw -5650682.451671 + Penalty 5210.092060 = -5645472.359610
  nChanged 709
		SP:Iteration 14Q (8633.960000 sec): 3 clusters
  Score: Raw -5651227.230249 + Penalty 5210.092060 = -5646017.138188
  nChanged 379
		SP:Iteration 15Q (8634.070000 sec): 3 clusters
  Score: Raw -5651541.207093 + Penalty 5210.092060 = -5646331.115032
  nChanged 224
		SP:Iteration 16Q (8634.170000 sec): 3 clusters
  Score: Raw -5651731.694070 + Penalty 5210.092060 = -5646521.602010
  nChanged 139
		SP:Iteration 17Q (8634.270000 sec): 3 clusters
  Score: Raw -5651842.725847 + Penalty 5210.092060 = -5646632.633786
  nChanged 84
		SP:Iteration 18Q (8634.360000 sec): 3 clusters
  Score: Raw -5651909.262901 + Penalty 5210.092060 = -5646699.170840
  nChanged 44
		SP:Iteration 19Q (8634.450000 sec): 3 clusters
  Score: Raw -5651942.282982 + Penalty 5210.092060 = -5646732.190922
  nChanged 35
		SP:Iteration 20F (8634.590000 sec): 3 clusters
  Score: Raw -5651980.186626 + Penalty 5210.092060 = -5646770.094565
  nChanged 24
		SP:Iteration 21Q (8634.680000 sec): 3 clusters
  Score: Raw -5652004.361936 + Penalty 5210.092060 = -5646794.269875
  nChanged 19
		SP:Iteration 22Q (8634.770000 sec): 3 clusters
  Score: Raw -5652019.242404 + Penalty 5210.092060 = -5646809.150343
  nChanged 14
		SP:Iteration 23Q (8634.860000 sec): 3 clusters
  Score: Raw -5652030.266318 + Penalty 5210.092060 = -5646820.174258
  nChanged 12
		SP:Iteration 24Q (8634.950000 sec): 3 clusters
  Score: Raw -5652042.184714 + Penalty 5210.092060 = -5646832.092654
  nChanged 9
		SP:Iteration 25Q (8635.040000 sec): 3 clusters
  Score: Raw -5652048.839113 + Penalty 5210.092060 = -5646838.747053
  nChanged 6
		SP:Iteration 26Q (8635.130000 sec): 3 clusters
  Score: Raw -5652054.444652 + Penalty 5210.092060 = -5646844.352592
  nChanged 5
		SP:Iteration 27Q (8635.230000 sec): 3 clusters
  Score: Raw -5652058.357131 + Penalty 5210.092060 = -5646848.265070
  nChanged 5
		SP:Iteration 28Q (8635.310000 sec): 3 clusters
  Score: Raw -5652062.784878 + Penalty 5210.092060 = -5646852.692818
  nChanged 4
		SP:Iteration 29Q (8635.410000 sec): 3 clusters
  Score: Raw -5652066.163243 + Penalty 5210.092060 = -5646856.071183
  nChanged 0
		SP:Iteration 30F (8635.540000 sec): 3 clusters
  Score: Raw -5652066.163243 + Penalty 5210.092060 = -5646856.071183
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8635.860000 sec): 2 clusters
  Score: Raw -14570628.045756 + Penalty 2851.799513 = -14567776.246243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8636.230000 sec): 3 clusters
  Score: Raw -14507459.639684 + Penalty 5703.599026 = -14501756.040658
  nChanged 46767
		SP:Iteration 1F (8636.600000 sec): 3 clusters
  Score: Raw -14534264.046476 + Penalty 5703.599026 = -14528560.447449
  nChanged 3725
		SP:Iteration 2Q (8636.980000 sec): 3 clusters
  Score: Raw -14535406.673586 + Penalty 5703.599026 = -14529703.074559
  nChanged 4399
		SP:Iteration 3Q (8637.350000 sec): 3 clusters
  Score: Raw -14537142.740354 + Penalty 5703.599026 = -14531439.141327
  nChanged 5645
		SP:Iteration 4F (8637.710000 sec): 3 clusters
  Score: Raw -14540086.777781 + Penalty 5703.599026 = -14534383.178754
  nChanged 7116
		SP:Iteration 5F (8638.070000 sec): 3 clusters
  Score: Raw -14544829.776756 + Penalty 5703.599026 = -14539126.177729
  nChanged 8057
		SP:Iteration 6F (8638.440000 sec): 3 clusters
  Score: Raw -14551152.246386 + Penalty 5703.599026 = -14545448.647359
  nChanged 7712
		SP:Iteration 7F (8638.810000 sec): 3 clusters
  Score: Raw -14557661.095999 + Penalty 5703.599026 = -14551957.496973
  nChanged 6112
		SP:Iteration 8F (8639.170000 sec): 3 clusters
  Score: Raw -14562974.002759 + Penalty 5703.599026 = -14557270.403733
  nChanged 4100
		SP:Iteration 9Q (8639.540000 sec): 3 clusters
  Score: Raw -14566494.711574 + Penalty 5703.599026 = -14560791.112547
  nChanged 2471
		SP:Iteration 10Q (8639.900000 sec): 3 clusters
  Score: Raw -14568675.453657 + Penalty 5703.599026 = -14562971.854630
  nChanged 1302
		SP:Iteration 11Q (8640.230000 sec): 3 clusters
  Score: Raw -14569857.910194 + Penalty 5703.599026 = -14564154.311167
  nChanged 642
		SP:Iteration 12Q (8640.530000 sec): 3 clusters
  Score: Raw -14570494.844469 + Penalty 5703.599026 = -14564791.245443
  nChanged 320
		SP:Iteration 13Q (8640.820000 sec): 3 clusters
  Score: Raw -14570786.757800 + Penalty 5703.599026 = -14565083.158774
  nChanged 189
		SP:Iteration 14Q (8641.090000 sec): 3 clusters
  Score: Raw -14570945.253767 + Penalty 5703.599026 = -14565241.654741
  nChanged 104
		SP:Iteration 15Q (8641.350000 sec): 3 clusters
  Score: Raw -14571021.779215 + Penalty 5703.599026 = -14565318.180189
  nChanged 60
		SP:Iteration 16Q (8641.620000 sec): 3 clusters
  Score: Raw -14571065.626552 + Penalty 5703.599026 = -14565362.027526
  nChanged 44
		SP:Iteration 17Q (8641.880000 sec): 3 clusters
  Score: Raw -14571091.898794 + Penalty 5703.599026 = -14565388.299768
  nChanged 23
		SP:Iteration 18Q (8642.140000 sec): 3 clusters
  Score: Raw -14571107.335893 + Penalty 5703.599026 = -14565403.736866
  nChanged 27
		SP:Iteration 19Q (8642.410000 sec): 3 clusters
  Score: Raw -14571120.259586 + Penalty 5703.599026 = -14565416.660559
  nChanged 11
		SP:Iteration 20F (8642.760000 sec): 3 clusters
  Score: Raw -14571126.421567 + Penalty 5703.599026 = -14565422.822541
  nChanged 6
		SP:Iteration 21Q (8643.020000 sec): 3 clusters
  Score: Raw -14571130.291689 + Penalty 5703.599026 = -14565426.692662
  nChanged 6
		SP:Iteration 22Q (8643.280000 sec): 3 clusters
  Score: Raw -14571133.623429 + Penalty 5703.599026 = -14565430.024403
  nChanged 8
		SP:Iteration 23Q (8643.550000 sec): 3 clusters
  Score: Raw -14571138.963341 + Penalty 5703.599026 = -14565435.364314
  nChanged 4
		SP:Iteration 24Q (8643.810000 sec): 3 clusters
  Score: Raw -14571142.237282 + Penalty 5703.599026 = -14565438.638256
  nChanged 4
		SP:Iteration 25Q (8644.060000 sec): 3 clusters
  Score: Raw -14571143.690638 + Penalty 5703.599026 = -14565440.091612
  nChanged 4
		SP:Iteration 26Q (8644.310000 sec): 3 clusters
  Score: Raw -14571145.765479 + Penalty 5703.599026 = -14565442.166453
  nChanged 3
		SP:Iteration 27Q (8644.570000 sec): 3 clusters
  Score: Raw -14571148.112063 + Penalty 5703.599026 = -14565444.513037
  nChanged 3
		SP:Iteration 28Q (8644.830000 sec): 3 clusters
  Score: Raw -14571150.209796 + Penalty 5703.599026 = -14565446.610769
  nChanged 3
		SP:Iteration 29Q (8645.090000 sec): 3 clusters
  Score: Raw -14571151.923637 + Penalty 5703.599026 = -14565448.324611
  nChanged 3
		SP:Iteration 30Q (8645.350000 sec): 3 clusters
  Score: Raw -14571153.698967 + Penalty 5703.599026 = -14565450.099941
  nChanged 3
		SP:Iteration 31Q (8645.610000 sec): 3 clusters
  Score: Raw -14571155.928790 + Penalty 5703.599026 = -14565452.329763
  nChanged 6
		SP:Iteration 32Q (8645.870000 sec): 3 clusters
  Score: Raw -14571158.531318 + Penalty 5703.599026 = -14565454.932291
  nChanged 4
		SP:Iteration 33Q (8646.130000 sec): 3 clusters
  Score: Raw -14571161.009527 + Penalty 5703.599026 = -14565457.410500
  nChanged 5
		SP:Iteration 34Q (8646.390000 sec): 3 clusters
  Score: Raw -14571164.736634 + Penalty 5703.599026 = -14565461.137607
  nChanged 7
		SP:Iteration 35Q (8646.650000 sec): 3 clusters
  Score: Raw -14571168.086575 + Penalty 5703.599026 = -14565464.487549
  nChanged 7
		SP:Iteration 36Q (8646.910000 sec): 3 clusters
  Score: Raw -14571172.766181 + Penalty 5703.599026 = -14565469.167154
  nChanged 5
		SP:Iteration 37Q (8647.180000 sec): 3 clusters
  Score: Raw -14571175.907906 + Penalty 5703.599026 = -14565472.308879
  nChanged 5
		SP:Iteration 38Q (8647.440000 sec): 3 clusters
  Score: Raw -14571178.638211 + Penalty 5703.599026 = -14565475.039185
  nChanged 3
		SP:Iteration 39Q (8647.700000 sec): 3 clusters
  Score: Raw -14571179.975569 + Penalty 5703.599026 = -14565476.376543
  nChanged 3
		SP:Iteration 40F (8648.060000 sec): 3 clusters
  Score: Raw -14571180.760744 + Penalty 5703.599026 = -14565477.161718
  nChanged 1
		SP:Iteration 41Q (8648.320000 sec): 3 clusters
  Score: Raw -14571181.544613 + Penalty 5703.599026 = -14565477.945586
  nChanged 2
		SP:Iteration 42Q (8648.580000 sec): 3 clusters
  Score: Raw -14571182.181317 + Penalty 5703.599026 = -14565478.582290
  nChanged 1
		SP:Iteration 43Q (8648.850000 sec): 3 clusters
  Score: Raw -14571182.696671 + Penalty 5703.599026 = -14565479.097645
  nChanged 2
		SP:Iteration 44Q (8649.110000 sec): 3 clusters
  Score: Raw -14571183.842519 + Penalty 5703.599026 = -14565480.243492
  nChanged 0
		SP:Iteration 45F (8649.460000 sec): 3 clusters
  Score: Raw -14571183.842519 + Penalty 5703.599026 = -14565480.243492
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8649.510000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8649.510000 sec): 3 clusters
  Score: Raw -22168.098003 + Penalty 2547.356025 = -19620.741978
  nChanged 8
		SP:Iteration 1Q (8649.510000 sec): 3 clusters
  Score: Raw -22214.969133 + Penalty 2547.356025 = -19667.613108
  nChanged 4
		SP:Iteration 2Q (8649.510000 sec): 3 clusters
  Score: Raw -22236.807643 + Penalty 2547.356025 = -19689.451618
  nChanged 1
		SP:Iteration 3Q (8649.510000 sec): 3 clusters
  Score: Raw -22244.389392 + Penalty 2547.356025 = -19697.033367
  nChanged 2
		SP:Iteration 4Q (8649.510000 sec): 3 clusters
  Score: Raw -22265.493340 + Penalty 2547.356025 = -19718.137316
  nChanged 3
		SP:Iteration 5Q (8649.510000 sec): 3 clusters
  Score: Raw -22289.297305 + Penalty 2547.356025 = -19741.941281
  nChanged 1
		SP:Iteration 6Q (8649.510000 sec): 3 clusters
  Score: Raw -22298.456302 + Penalty 2547.356025 = -19751.100278
  nChanged 1
		SP:Iteration 7Q (8649.510000 sec): 3 clusters
  Score: Raw -22305.566201 + Penalty 2547.356025 = -19758.210176
  nChanged 0
		SP:Iteration 8F (8649.510000 sec): 3 clusters
  Score: Raw -22305.566201 + Penalty 2547.356025 = -19758.210176
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8649.680000 sec): 2 clusters
  Score: Raw -7501479.168344 + Penalty 2688.609636 = -7498790.558708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8649.870000 sec): 3 clusters
  Score: Raw -7469704.503943 + Penalty 5377.219272 = -7464327.284671
  nChanged 23686
		SP:Iteration 1F (8650.060000 sec): 3 clusters
  Score: Raw -7482916.001551 + Penalty 5377.219272 = -7477538.782279
  nChanged 2040
		SP:Iteration 2Q (8650.250000 sec): 3 clusters
  Score: Raw -7483449.483684 + Penalty 5377.219272 = -7478072.264412
  nChanged 1835
		SP:Iteration 3Q (8650.440000 sec): 3 clusters
  Score: Raw -7483920.677789 + Penalty 5377.219272 = -7478543.458517
  nChanged 1760
		SP:Iteration 4Q (8650.640000 sec): 3 clusters
  Score: Raw -7484383.889441 + Penalty 5377.219272 = -7479006.670169
  nChanged 1687
		SP:Iteration 5Q (8650.830000 sec): 3 clusters
  Score: Raw -7484860.685943 + Penalty 5377.219272 = -7479483.466671
  nChanged 1671
		SP:Iteration 6Q (8651.020000 sec): 3 clusters
  Score: Raw -7485388.994103 + Penalty 5377.219272 = -7480011.774831
  nChanged 1784
		SP:Iteration 7Q (8651.210000 sec): 3 clusters
  Score: Raw -7486069.477179 + Penalty 5377.219272 = -7480692.257907
  nChanged 1958
		SP:Iteration 8Q (8651.400000 sec): 3 clusters
  Score: Raw -7486935.697862 + Penalty 5377.219272 = -7481558.478590
  nChanged 2184
		SP:Iteration 9Q (8651.600000 sec): 3 clusters
  Score: Raw -7488039.390973 + Penalty 5377.219272 = -7482662.171701
  nChanged 2370
		SP:Iteration 10Q (8651.790000 sec): 3 clusters
  Score: Raw -7489371.093301 + Penalty 5377.219272 = -7483993.874029
  nChanged 2510
		SP:Iteration 11Q (8651.980000 sec): 3 clusters
  Score: Raw -7490903.642262 + Penalty 5377.219272 = -7485526.422990
  nChanged 2475
		SP:Iteration 12Q (8652.170000 sec): 3 clusters
  Score: Raw -7492415.246428 + Penalty 5377.219272 = -7487038.027156
  nChanged 2215
		SP:Iteration 13Q (8652.360000 sec): 3 clusters
  Score: Raw -7493524.180831 + Penalty 5377.219272 = -7488146.961559
  nChanged 1681
		SP:Iteration 14Q (8652.540000 sec): 3 clusters
  Score: Raw -7494215.092888 + Penalty 5377.219272 = -7488837.873616
  nChanged 1307
		SP:Iteration 15Q (8652.720000 sec): 3 clusters
  Score: Raw -7494686.537870 + Penalty 5377.219272 = -7489309.318598
  nChanged 1106
		SP:Iteration 16Q (8652.890000 sec): 3 clusters
  Score: Raw -7495077.973389 + Penalty 5377.219272 = -7489700.754117
  nChanged 997
		SP:Iteration 17Q (8653.060000 sec): 3 clusters
  Score: Raw -7495461.868742 + Penalty 5377.219272 = -7490084.649470
  nChanged 1025
		SP:Iteration 18Q (8653.230000 sec): 3 clusters
  Score: Raw -7495855.833530 + Penalty 5377.219272 = -7490478.614258
  nChanged 986
		SP:Iteration 19Q (8653.400000 sec): 3 clusters
  Score: Raw -7496271.336403 + Penalty 5377.219272 = -7490894.117131
  nChanged 986
		SP:Iteration 20F (8653.590000 sec): 3 clusters
  Score: Raw -7496718.124488 + Penalty 5377.219272 = -7491340.905216
  nChanged 985
		SP:Iteration 21Q (8653.750000 sec): 3 clusters
  Score: Raw -7497207.623795 + Penalty 5377.219272 = -7491830.404523
  nChanged 1019
		SP:Iteration 22Q (8653.910000 sec): 3 clusters
  Score: Raw -7497746.080628 + Penalty 5377.219272 = -7492368.861356
  nChanged 999
		SP:Iteration 23Q (8654.070000 sec): 3 clusters
  Score: Raw -7498320.734335 + Penalty 5377.219272 = -7492943.515063
  nChanged 943
		SP:Iteration 24Q (8654.220000 sec): 3 clusters
  Score: Raw -7498889.932936 + Penalty 5377.219272 = -7493512.713664
  nChanged 850
		SP:Iteration 25Q (8654.380000 sec): 3 clusters
  Score: Raw -7499430.034113 + Penalty 5377.219272 = -7494052.814841
  nChanged 770
		SP:Iteration 26Q (8654.520000 sec): 3 clusters
  Score: Raw -7499930.079153 + Penalty 5377.219272 = -7494552.859881
  nChanged 651
		SP:Iteration 27Q (8654.670000 sec): 3 clusters
  Score: Raw -7500353.462462 + Penalty 5377.219272 = -7494976.243190
  nChanged 527
		SP:Iteration 28Q (8654.810000 sec): 3 clusters
  Score: Raw -7500724.173332 + Penalty 5377.219272 = -7495346.954060
  nChanged 382
		SP:Iteration 29Q (8654.950000 sec): 3 clusters
  Score: Raw -7500991.927707 + Penalty 5377.219272 = -7495614.708435
  nChanged 273
		SP:Iteration 30Q (8655.090000 sec): 3 clusters
  Score: Raw -7501181.207575 + Penalty 5377.219272 = -7495803.988303
  nChanged 200
		SP:Iteration 31Q (8655.220000 sec): 3 clusters
  Score: Raw -7501331.544286 + Penalty 5377.219272 = -7495954.325014
  nChanged 174
		SP:Iteration 32Q (8655.360000 sec): 3 clusters
  Score: Raw -7501466.397226 + Penalty 5377.219272 = -7496089.177954
  nChanged 113
		SP:Iteration 33Q (8655.490000 sec): 3 clusters
  Score: Raw -7501552.460752 + Penalty 5377.219272 = -7496175.241480
  nChanged 63
		SP:Iteration 34Q (8655.620000 sec): 3 clusters
  Score: Raw -7501604.272284 + Penalty 5377.219272 = -7496227.053012
  nChanged 51
		SP:Iteration 35Q (8655.760000 sec): 3 clusters
  Score: Raw -7501646.521894 + Penalty 5377.219272 = -7496269.302622
  nChanged 36
		SP:Iteration 36Q (8655.900000 sec): 3 clusters
  Score: Raw -7501675.994176 + Penalty 5377.219272 = -7496298.774904
  nChanged 33
		SP:Iteration 37Q (8656.030000 sec): 3 clusters
  Score: Raw -7501706.369239 + Penalty 5377.219272 = -7496329.149967
  nChanged 26
		SP:Iteration 38Q (8656.160000 sec): 3 clusters
  Score: Raw -7501732.279565 + Penalty 5377.219272 = -7496355.060293
  nChanged 19
		SP:Iteration 39Q (8656.290000 sec): 3 clusters
  Score: Raw -7501747.942328 + Penalty 5377.219272 = -7496370.723056
  nChanged 12
		SP:Iteration 40F (8656.470000 sec): 3 clusters
  Score: Raw -7501758.210813 + Penalty 5377.219272 = -7496380.991541
  nChanged 5
		SP:Iteration 41Q (8656.600000 sec): 3 clusters
  Score: Raw -7501761.303035 + Penalty 5377.219272 = -7496384.083763
  nChanged 2
		SP:Iteration 42Q (8656.730000 sec): 3 clusters
  Score: Raw -7501762.864715 + Penalty 5377.219272 = -7496385.645443
  nChanged 3
		SP:Iteration 43Q (8656.860000 sec): 3 clusters
  Score: Raw -7501765.116705 + Penalty 5377.219272 = -7496387.897433
  nChanged 5
		SP:Iteration 44Q (8656.990000 sec): 3 clusters
  Score: Raw -7501771.769014 + Penalty 5377.219272 = -7496394.549742
  nChanged 6
		SP:Iteration 45Q (8657.120000 sec): 3 clusters
  Score: Raw -7501778.952089 + Penalty 5377.219272 = -7496401.732817
  nChanged 5
		SP:Iteration 46Q (8657.240000 sec): 3 clusters
  Score: Raw -7501783.815686 + Penalty 5377.219272 = -7496406.596414
  nChanged 3
		SP:Iteration 47Q (8657.370000 sec): 3 clusters
  Score: Raw -7501786.412617 + Penalty 5377.219272 = -7496409.193345
  nChanged 4
		SP:Iteration 48Q (8657.500000 sec): 3 clusters
  Score: Raw -7501790.278982 + Penalty 5377.219272 = -7496413.059710
  nChanged 7
		SP:Iteration 49Q (8657.630000 sec): 3 clusters
  Score: Raw -7501796.500405 + Penalty 5377.219272 = -7496419.281133
  nChanged 5
		SP:Iteration 50Q (8657.760000 sec): 3 clusters
  Score: Raw -7501799.792336 + Penalty 5377.219272 = -7496422.573064
  nChanged 1
		SP:Iteration 51Q (8657.890000 sec): 3 clusters
  Score: Raw -7501800.519223 + Penalty 5377.219272 = -7496423.299951
  nChanged 3
		SP:Iteration 52Q (8658.020000 sec): 3 clusters
  Score: Raw -7501802.751342 + Penalty 5377.219272 = -7496425.532070
  nChanged 5
		SP:Iteration 53Q (8658.160000 sec): 3 clusters
  Score: Raw -7501805.887417 + Penalty 5377.219272 = -7496428.668145
  nChanged 3
		SP:Iteration 54Q (8658.300000 sec): 3 clusters
  Score: Raw -7501807.638066 + Penalty 5377.219272 = -7496430.418794
  nChanged 2
		SP:Iteration 55Q (8658.440000 sec): 3 clusters
  Score: Raw -7501810.097307 + Penalty 5377.219272 = -7496432.878035
  nChanged 0
		SP:Iteration 56F (8658.620000 sec): 3 clusters
  Score: Raw -7501810.097307 + Penalty 5377.219272 = -7496432.878035
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8658.650000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8658.650000 sec): 3 clusters
  Score: Raw -76037.979240 + Penalty 3043.240186 = -72994.739054
  nChanged 112
		SP:Iteration 1F (8658.650000 sec): 3 clusters
  Score: Raw -76365.232721 + Penalty 3043.240186 = -73321.992535
  nChanged 47
		SP:Iteration 2F (8658.650000 sec): 3 clusters
  Score: Raw -76519.797325 + Penalty 3043.240186 = -73476.557139
  nChanged 31
		SP:Iteration 3F (8658.660000 sec): 3 clusters
  Score: Raw -76699.297206 + Penalty 3043.240186 = -73656.057020
  nChanged 18
		SP:Iteration 4Q (8658.660000 sec): 3 clusters
  Score: Raw -76848.087164 + Penalty 3043.240186 = -73804.846978
  nChanged 11
		SP:Iteration 5Q (8658.660000 sec): 3 clusters
  Score: Raw -76911.422874 + Penalty 3043.240186 = -73868.182688
  nChanged 2
		SP:Iteration 6Q (8658.660000 sec): 3 clusters
  Score: Raw -76922.325377 + Penalty 3043.240186 = -73879.085191
  nChanged 1
		SP:Iteration 7Q (8658.660000 sec): 3 clusters
  Score: Raw -76923.915824 + Penalty 3043.240186 = -73880.675638
  nChanged 0
		SP:Iteration 8F (8658.660000 sec): 3 clusters
  Score: Raw -76923.915824 + Penalty 3043.240186 = -73880.675638
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8658.660000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8658.660000 sec): 3 clusters
  Score: Raw -68268.770836 + Penalty 3055.958832 = -65212.812004
  nChanged 76
		SP:Iteration 1F (8658.670000 sec): 3 clusters
  Score: Raw -68417.859697 + Penalty 3055.958832 = -65361.900865
  nChanged 17
		SP:Iteration 2Q (8658.670000 sec): 3 clusters
  Score: Raw -68459.917727 + Penalty 3055.958832 = -65403.958896
  nChanged 10
		SP:Iteration 3Q (8658.670000 sec): 3 clusters
  Score: Raw -68486.708473 + Penalty 3055.958832 = -65430.749641
  nChanged 9
		SP:Iteration 4Q (8658.670000 sec): 3 clusters
  Score: Raw -68511.252259 + Penalty 3055.958832 = -65455.293427
  nChanged 7
		SP:Iteration 5Q (8658.670000 sec): 3 clusters
  Score: Raw -68529.152656 + Penalty 3055.958832 = -65473.193825
  nChanged 5
		SP:Iteration 6Q (8658.680000 sec): 3 clusters
  Score: Raw -68546.891647 + Penalty 3055.958832 = -65490.932815
  nChanged 3
		SP:Iteration 7Q (8658.680000 sec): 3 clusters
  Score: Raw -68555.697852 + Penalty 3055.958832 = -65499.739021
  nChanged 4
		SP:Iteration 8Q (8658.680000 sec): 3 clusters
  Score: Raw -68568.920654 + Penalty 3055.958832 = -65512.961822
  nChanged 3
		SP:Iteration 9Q (8658.680000 sec): 3 clusters
  Score: Raw -68576.855528 + Penalty 3055.958832 = -65520.896697
  nChanged 1
		SP:Iteration 10Q (8658.680000 sec): 3 clusters
  Score: Raw -68583.446782 + Penalty 3055.958832 = -65527.487950
  nChanged 1
		SP:Iteration 11Q (8658.680000 sec): 3 clusters
  Score: Raw -68586.523069 + Penalty 3055.958832 = -65530.564238
  nChanged 1
		SP:Iteration 12Q (8658.680000 sec): 3 clusters
  Score: Raw -68587.615747 + Penalty 3055.958832 = -65531.656916
  nChanged 0
		SP:Iteration 13F (8658.690000 sec): 3 clusters
  Score: Raw -68587.615747 + Penalty 3055.958832 = -65531.656916
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (267931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8659.600000 sec): 2 clusters
  Score: Raw -39649162.005962 + Penalty 3099.624221 = -39646062.381741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8660.590000 sec): 3 clusters
  Score: Raw -39472283.643619 + Penalty 6199.248443 = -39466084.395176
  nChanged 129427
		SP:Iteration 1F (8661.580000 sec): 3 clusters
  Score: Raw -39548282.221587 + Penalty 6199.248443 = -39542082.973144
  nChanged 6240
		SP:Iteration 2Q (8662.600000 sec): 3 clusters
  Score: Raw -39549439.930498 + Penalty 6199.248443 = -39543240.682055
  nChanged 7106
		SP:Iteration 3Q (8663.620000 sec): 3 clusters
  Score: Raw -39551142.800925 + Penalty 6199.248443 = -39544943.552482
  nChanged 9040
		SP:Iteration 4Q (8664.630000 sec): 3 clusters
  Score: Raw -39554141.937787 + Penalty 6199.248443 = -39547942.689344
  nChanged 12757
		SP:Iteration 5Q (8665.650000 sec): 3 clusters
  Score: Raw -39560126.937984 + Penalty 6199.248443 = -39553927.689541
  nChanged 18144
		SP:Iteration 6F (8666.640000 sec): 3 clusters
  Score: Raw -39571809.365422 + Penalty 6199.248443 = -39565610.116979
  nChanged 23894
		SP:Iteration 7F (8667.630000 sec): 3 clusters
  Score: Raw -39592056.355370 + Penalty 6199.248443 = -39585857.106928
  nChanged 25532
		SP:Iteration 8F (8668.600000 sec): 3 clusters
  Score: Raw -39617231.414290 + Penalty 6199.248443 = -39611032.165848
  nChanged 18974
		SP:Iteration 9F (8669.580000 sec): 3 clusters
  Score: Raw -39636590.468836 + Penalty 6199.248443 = -39630391.220394
  nChanged 9174
		SP:Iteration 10Q (8670.470000 sec): 3 clusters
  Score: Raw -39645490.946810 + Penalty 6199.248443 = -39639291.698367
  nChanged 3067
		SP:Iteration 11Q (8671.270000 sec): 3 clusters
  Score: Raw -39648302.519193 + Penalty 6199.248443 = -39642103.270750
  nChanged 815
		SP:Iteration 12Q (8672.000000 sec): 3 clusters
  Score: Raw -39649088.101316 + Penalty 6199.248443 = -39642888.852873
  nChanged 194
		SP:Iteration 13Q (8672.700000 sec): 3 clusters
  Score: Raw -39649310.117117 + Penalty 6199.248443 = -39643110.868675
  nChanged 66
		SP:Iteration 14Q (8673.390000 sec): 3 clusters
  Score: Raw -39649393.673988 + Penalty 6199.248443 = -39643194.425545
  nChanged 36
		SP:Iteration 15Q (8674.080000 sec): 3 clusters
  Score: Raw -39649441.189286 + Penalty 6199.248443 = -39643241.940843
  nChanged 12
		SP:Iteration 16Q (8674.770000 sec): 3 clusters
  Score: Raw -39649456.706100 + Penalty 6199.248443 = -39643257.457657
  nChanged 6
		SP:Iteration 17Q (8675.460000 sec): 3 clusters
  Score: Raw -39649463.921557 + Penalty 6199.248443 = -39643264.673114
  nChanged 7
		SP:Iteration 18Q (8676.150000 sec): 3 clusters
  Score: Raw -39649472.962795 + Penalty 6199.248443 = -39643273.714352
  nChanged 6
		SP:Iteration 19Q (8676.840000 sec): 3 clusters
  Score: Raw -39649482.289142 + Penalty 6199.248443 = -39643283.040699
  nChanged 11
		SP:Iteration 20F (8677.800000 sec): 3 clusters
  Score: Raw -39649498.298197 + Penalty 6199.248443 = -39643299.049754
  nChanged 5
		SP:Iteration 21Q (8678.490000 sec): 3 clusters
  Score: Raw -39649504.322648 + Penalty 6199.248443 = -39643305.074206
  nChanged 5
		SP:Iteration 22Q (8679.180000 sec): 3 clusters
  Score: Raw -39649510.487779 + Penalty 6199.248443 = -39643311.239336
  nChanged 7
		SP:Iteration 23Q (8679.870000 sec): 3 clusters
  Score: Raw -39649523.204848 + Penalty 6199.248443 = -39643323.956406
  nChanged 6
		SP:Iteration 24Q (8680.560000 sec): 3 clusters
  Score: Raw -39649534.967002 + Penalty 6199.248443 = -39643335.718559
  nChanged 1
		SP:Iteration 25Q (8681.250000 sec): 3 clusters
  Score: Raw -39649536.490181 + Penalty 6199.248443 = -39643337.241739
  nChanged 0
		SP:Iteration 26F (8682.210000 sec): 3 clusters
  Score: Raw -39649536.490181 + Penalty 6199.248443 = -39643337.241739
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8682.410000 sec): 2 clusters
  Score: Raw -5141379.529753 + Penalty 2585.006092 = -5138794.523661
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8682.540000 sec): 3 clusters
  Score: Raw -5121036.260916 + Penalty 5170.012183 = -5115866.248733
  nChanged 15210
		SP:Iteration 1F (8682.660000 sec): 3 clusters
  Score: Raw -5129242.392378 + Penalty 5170.012183 = -5124072.380195
  nChanged 1544
		SP:Iteration 2Q (8682.790000 sec): 3 clusters
  Score: Raw -5129738.609999 + Penalty 5170.012183 = -5124568.597816
  nChanged 1529
		SP:Iteration 3Q (8682.910000 sec): 3 clusters
  Score: Raw -5130312.807126 + Penalty 5170.012183 = -5125142.794943
  nChanged 1649
		SP:Iteration 4Q (8683.040000 sec): 3 clusters
  Score: Raw -5131069.479767 + Penalty 5170.012183 = -5125899.467584
  nChanged 1943
		SP:Iteration 5F (8683.160000 sec): 3 clusters
  Score: Raw -5132185.663611 + Penalty 5170.012183 = -5127015.651428
  nChanged 2308
		SP:Iteration 6F (8683.290000 sec): 3 clusters
  Score: Raw -5133836.076200 + Penalty 5170.012183 = -5128666.064017
  nChanged 2412
		SP:Iteration 7F (8683.410000 sec): 3 clusters
  Score: Raw -5135843.158846 + Penalty 5170.012183 = -5130673.146663
  nChanged 2209
		SP:Iteration 8F (8683.530000 sec): 3 clusters
  Score: Raw -5137822.805920 + Penalty 5170.012183 = -5132652.793737
  nChanged 1617
		SP:Iteration 9Q (8683.650000 sec): 3 clusters
  Score: Raw -5139279.542612 + Penalty 5170.012183 = -5134109.530429
  nChanged 1072
		SP:Iteration 10Q (8683.770000 sec): 3 clusters
  Score: Raw -5140210.806974 + Penalty 5170.012183 = -5135040.794791
  nChanged 688
		SP:Iteration 11Q (8683.880000 sec): 3 clusters
  Score: Raw -5140694.353092 + Penalty 5170.012183 = -5135524.340909
  nChanged 448
		SP:Iteration 12Q (8683.990000 sec): 3 clusters
  Score: Raw -5140949.681503 + Penalty 5170.012183 = -5135779.669320
  nChanged 312
		SP:Iteration 13Q (8684.080000 sec): 3 clusters
  Score: Raw -5141111.570273 + Penalty 5170.012183 = -5135941.558090
  nChanged 205
		SP:Iteration 14Q (8684.180000 sec): 3 clusters
  Score: Raw -5141215.112527 + Penalty 5170.012183 = -5136045.100344
  nChanged 155
		SP:Iteration 15Q (8684.270000 sec): 3 clusters
  Score: Raw -5141276.324000 + Penalty 5170.012183 = -5136106.311817
  nChanged 111
		SP:Iteration 16Q (8684.370000 sec): 3 clusters
  Score: Raw -5141314.318531 + Penalty 5170.012183 = -5136144.306348
  nChanged 84
		SP:Iteration 17Q (8684.460000 sec): 3 clusters
  Score: Raw -5141340.881698 + Penalty 5170.012183 = -5136170.869515
  nChanged 87
		SP:Iteration 18Q (8684.550000 sec): 3 clusters
  Score: Raw -5141369.674788 + Penalty 5170.012183 = -5136199.662605
  nChanged 71
		SP:Iteration 19Q (8684.640000 sec): 3 clusters
  Score: Raw -5141394.239735 + Penalty 5170.012183 = -5136224.227552
  nChanged 66
		SP:Iteration 20F (8684.760000 sec): 3 clusters
  Score: Raw -5141411.868882 + Penalty 5170.012183 = -5136241.856699
  nChanged 43
		SP:Iteration 21Q (8684.850000 sec): 3 clusters
  Score: Raw -5141424.052706 + Penalty 5170.012183 = -5136254.040523
  nChanged 41
		SP:Iteration 22Q (8684.940000 sec): 3 clusters
  Score: Raw -5141435.484744 + Penalty 5170.012183 = -5136265.472561
  nChanged 45
		SP:Iteration 23Q (8685.030000 sec): 3 clusters
  Score: Raw -5141449.924302 + Penalty 5170.012183 = -5136279.912119
  nChanged 39
		SP:Iteration 24Q (8685.120000 sec): 3 clusters
  Score: Raw -5141459.807337 + Penalty 5170.012183 = -5136289.795154
  nChanged 29
		SP:Iteration 25Q (8685.210000 sec): 3 clusters
  Score: Raw -5141466.209484 + Penalty 5170.012183 = -5136296.197301
  nChanged 22
		SP:Iteration 26Q (8685.310000 sec): 3 clusters
  Score: Raw -5141471.705096 + Penalty 5170.012183 = -5136301.692913
  nChanged 24
		SP:Iteration 27Q (8685.400000 sec): 3 clusters
  Score: Raw -5141478.072028 + Penalty 5170.012183 = -5136308.059845
  nChanged 39
		SP:Iteration 28Q (8685.490000 sec): 3 clusters
  Score: Raw -5141489.684526 + Penalty 5170.012183 = -5136319.672343
  nChanged 38
		SP:Iteration 29Q (8685.580000 sec): 3 clusters
  Score: Raw -5141501.205507 + Penalty 5170.012183 = -5136331.193324
  nChanged 36
		SP:Iteration 30Q (8685.670000 sec): 3 clusters
  Score: Raw -5141512.261174 + Penalty 5170.012183 = -5136342.248991
  nChanged 33
		SP:Iteration 31Q (8685.760000 sec): 3 clusters
  Score: Raw -5141521.729062 + Penalty 5170.012183 = -5136351.716879
  nChanged 35
		SP:Iteration 32Q (8685.850000 sec): 3 clusters
  Score: Raw -5141532.579040 + Penalty 5170.012183 = -5136362.566857
  nChanged 33
		SP:Iteration 33Q (8685.950000 sec): 3 clusters
  Score: Raw -5141541.883257 + Penalty 5170.012183 = -5136371.871074
  nChanged 34
		SP:Iteration 34Q (8686.030000 sec): 3 clusters
  Score: Raw -5141552.485160 + Penalty 5170.012183 = -5136382.472977
  nChanged 33
		SP:Iteration 35Q (8686.130000 sec): 3 clusters
  Score: Raw -5141563.341477 + Penalty 5170.012183 = -5136393.329294
  nChanged 33
		SP:Iteration 36Q (8686.220000 sec): 3 clusters
  Score: Raw -5141572.485714 + Penalty 5170.012183 = -5136402.473531
  nChanged 18
		SP:Iteration 37Q (8686.310000 sec): 3 clusters
  Score: Raw -5141578.316843 + Penalty 5170.012183 = -5136408.304660
  nChanged 22
		SP:Iteration 38Q (8686.400000 sec): 3 clusters
  Score: Raw -5141586.520740 + Penalty 5170.012183 = -5136416.508557
  nChanged 16
		SP:Iteration 39Q (8686.490000 sec): 3 clusters
  Score: Raw -5141591.780934 + Penalty 5170.012183 = -5136421.768751
  nChanged 14
		SP:Iteration 40F (8686.610000 sec): 3 clusters
  Score: Raw -5141595.208614 + Penalty 5170.012183 = -5136425.196431
  nChanged 12
		SP:Iteration 41Q (8686.700000 sec): 3 clusters
  Score: Raw -5141597.720155 + Penalty 5170.012183 = -5136427.707972
  nChanged 8
		SP:Iteration 42Q (8686.790000 sec): 3 clusters
  Score: Raw -5141599.630526 + Penalty 5170.012183 = -5136429.618343
  nChanged 10
		SP:Iteration 43Q (8686.870000 sec): 3 clusters
  Score: Raw -5141601.448971 + Penalty 5170.012183 = -5136431.436788
  nChanged 2
		SP:Iteration 44Q (8686.960000 sec): 3 clusters
  Score: Raw -5141602.043237 + Penalty 5170.012183 = -5136432.031054
  nChanged 5
		SP:Iteration 45Q (8687.050000 sec): 3 clusters
  Score: Raw -5141603.333569 + Penalty 5170.012183 = -5136433.321386
  nChanged 4
		SP:Iteration 46Q (8687.140000 sec): 3 clusters
  Score: Raw -5141604.886500 + Penalty 5170.012183 = -5136434.874317
  nChanged 6
		SP:Iteration 47Q (8687.230000 sec): 3 clusters
  Score: Raw -5141606.380369 + Penalty 5170.012183 = -5136436.368186
  nChanged 1
		SP:Iteration 48Q (8687.320000 sec): 3 clusters
  Score: Raw -5141606.675605 + Penalty 5170.012183 = -5136436.663422
  nChanged 2
		SP:Iteration 49Q (8687.410000 sec): 3 clusters
  Score: Raw -5141607.235511 + Penalty 5170.012183 = -5136437.223328
  nChanged 5
		SP:Iteration 50Q (8687.490000 sec): 3 clusters
  Score: Raw -5141608.990419 + Penalty 5170.012183 = -5136438.978236
  nChanged 4
		SP:Iteration 51Q (8687.590000 sec): 3 clusters
  Score: Raw -5141609.806251 + Penalty 5170.012183 = -5136439.794068
  nChanged 3
		SP:Iteration 52Q (8687.680000 sec): 3 clusters
  Score: Raw -5141610.305652 + Penalty 5170.012183 = -5136440.293469
  nChanged 2
		SP:Iteration 53Q (8687.770000 sec): 3 clusters
  Score: Raw -5141611.654737 + Penalty 5170.012183 = -5136441.642554
  nChanged 3
		SP:Iteration 54Q (8687.860000 sec): 3 clusters
  Score: Raw -5141612.334964 + Penalty 5170.012183 = -5136442.322781
  nChanged 4
		SP:Iteration 55Q (8687.950000 sec): 3 clusters
  Score: Raw -5141613.005098 + Penalty 5170.012183 = -5136442.992914
  nChanged 3
		SP:Iteration 56Q (8688.040000 sec): 3 clusters
  Score: Raw -5141613.443758 + Penalty 5170.012183 = -5136443.431575
  nChanged 2
		SP:Iteration 57Q (8688.130000 sec): 3 clusters
  Score: Raw -5141613.894278 + Penalty 5170.012183 = -5136443.882095
  nChanged 4
		SP:Iteration 58Q (8688.220000 sec): 3 clusters
  Score: Raw -5141614.542116 + Penalty 5170.012183 = -5136444.529933
  nChanged 1
		SP:Iteration 59Q (8688.310000 sec): 3 clusters
  Score: Raw -5141614.680734 + Penalty 5170.012183 = -5136444.668551
  nChanged 0
		SP:Iteration 60F (8688.430000 sec): 3 clusters
  Score: Raw -5141614.680734 + Penalty 5170.012183 = -5136444.668551
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.450000 sec): 2 clusters
  Score: Raw -141751.663836 + Penalty 1732.668482 = -140018.995354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.460000 sec): 3 clusters
  Score: Raw -141509.898211 + Penalty 3465.336964 = -138044.561247
  nChanged 278
		SP:Iteration 1F (8688.460000 sec): 3 clusters
  Score: Raw -141857.898718 + Penalty 3465.336964 = -138392.561754
  nChanged 75
		SP:Iteration 2F (8688.470000 sec): 3 clusters
  Score: Raw -141954.145804 + Penalty 3465.336964 = -138488.808840
  nChanged 40
		SP:Iteration 3Q (8688.470000 sec): 3 clusters
  Score: Raw -142003.226436 + Penalty 3465.336964 = -138537.889472
  nChanged 25
		SP:Iteration 4Q (8688.470000 sec): 3 clusters
  Score: Raw -142036.262862 + Penalty 3465.336964 = -138570.925898
  nChanged 17
		SP:Iteration 5Q (8688.480000 sec): 3 clusters
  Score: Raw -142062.788018 + Penalty 3465.336964 = -138597.451054
  nChanged 18
		SP:Iteration 6Q (8688.480000 sec): 3 clusters
  Score: Raw -142096.004325 + Penalty 3465.336964 = -138630.667361
  nChanged 12
		SP:Iteration 7Q (8688.490000 sec): 3 clusters
  Score: Raw -142115.546916 + Penalty 3465.336964 = -138650.209952
  nChanged 10
		SP:Iteration 8Q (8688.490000 sec): 3 clusters
  Score: Raw -142127.816737 + Penalty 3465.336964 = -138662.479773
  nChanged 8
		SP:Iteration 9Q (8688.490000 sec): 3 clusters
  Score: Raw -142136.965374 + Penalty 3465.336964 = -138671.628410
  nChanged 3
		SP:Iteration 10Q (8688.500000 sec): 3 clusters
  Score: Raw -142141.444131 + Penalty 3465.336964 = -138676.107167
  nChanged 4
		SP:Iteration 11Q (8688.500000 sec): 3 clusters
  Score: Raw -142148.741255 + Penalty 3465.336964 = -138683.404291
  nChanged 4
		SP:Iteration 12Q (8688.500000 sec): 3 clusters
  Score: Raw -142155.241639 + Penalty 3465.336964 = -138689.904676
  nChanged 5
		SP:Iteration 13Q (8688.510000 sec): 3 clusters
  Score: Raw -142160.927360 + Penalty 3465.336964 = -138695.590396
  nChanged 1
		SP:Iteration 14Q (8688.510000 sec): 3 clusters
  Score: Raw -142162.655648 + Penalty 3465.336964 = -138697.318684
  nChanged 1
		SP:Iteration 15Q (8688.510000 sec): 3 clusters
  Score: Raw -142163.585459 + Penalty 3465.336964 = -138698.248495
  nChanged 0
		SP:Iteration 16F (8688.520000 sec): 3 clusters
  Score: Raw -142163.585459 + Penalty 3465.336964 = -138698.248495
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.520000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.520000 sec): 3 clusters
  Score: Raw -31496.399068 + Penalty 2705.839273 = -28790.559795
  nChanged 11
		SP:Iteration 1Q (8688.520000 sec): 3 clusters
  Score: Raw -31541.004249 + Penalty 2705.839273 = -28835.164976
  nChanged 2
		SP:Iteration 2Q (8688.520000 sec): 3 clusters
  Score: Raw -31553.164974 + Penalty 2705.839273 = -28847.325701
  nChanged 3
		SP:Iteration 3Q (8688.530000 sec): 3 clusters
  Score: Raw -31574.534602 + Penalty 2705.839273 = -28868.695329
  nChanged 1
		SP:Iteration 4Q (8688.530000 sec): 3 clusters
  Score: Raw -31576.621387 + Penalty 2705.839273 = -28870.782113
  nChanged 3
		SP:Iteration 5Q (8688.530000 sec): 3 clusters
  Score: Raw -31590.926217 + Penalty 2705.839273 = -28885.086944
  nChanged 1
		SP:Iteration 6Q (8688.530000 sec): 3 clusters
  Score: Raw -31596.035173 + Penalty 2705.839273 = -28890.195900
  nChanged 0
		SP:Iteration 7F (8688.530000 sec): 3 clusters
  Score: Raw -31596.035173 + Penalty 2705.839273 = -28890.195900
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.530000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.530000 sec): 3 clusters
  Score: Raw -77792.552549 + Penalty 3172.049753 = -74620.502796
  nChanged 136
		SP:Iteration 1F (8688.530000 sec): 3 clusters
  Score: Raw -78092.814941 + Penalty 3172.049753 = -74920.765189
  nChanged 39
		SP:Iteration 2F (8688.540000 sec): 3 clusters
  Score: Raw -78288.207756 + Penalty 3172.049753 = -75116.158003
  nChanged 49
		SP:Iteration 3F (8688.540000 sec): 3 clusters
  Score: Raw -78521.380978 + Penalty 3172.049753 = -75349.331226
  nChanged 40
		SP:Iteration 4F (8688.540000 sec): 3 clusters
  Score: Raw -78674.075221 + Penalty 3172.049753 = -75502.025468
  nChanged 30
		SP:Iteration 5F (8688.540000 sec): 3 clusters
  Score: Raw -78763.423867 + Penalty 3172.049753 = -75591.374114
  nChanged 12
		SP:Iteration 6Q (8688.550000 sec): 3 clusters
  Score: Raw -78817.893088 + Penalty 3172.049753 = -75645.843336
  nChanged 15
		SP:Iteration 7Q (8688.550000 sec): 3 clusters
  Score: Raw -78854.154970 + Penalty 3172.049753 = -75682.105217
  nChanged 8
		SP:Iteration 8Q (8688.550000 sec): 3 clusters
  Score: Raw -78883.235889 + Penalty 3172.049753 = -75711.186136
  nChanged 2
		SP:Iteration 9Q (8688.550000 sec): 3 clusters
  Score: Raw -78887.302971 + Penalty 3172.049753 = -75715.253218
  nChanged 1
		SP:Iteration 10Q (8688.550000 sec): 3 clusters
  Score: Raw -78888.695439 + Penalty 3172.049753 = -75716.645686
  nChanged 1
		SP:Iteration 11Q (8688.550000 sec): 3 clusters
  Score: Raw -78890.231293 + Penalty 3172.049753 = -75718.181541
  nChanged 0
		SP:Iteration 12F (8688.560000 sec): 3 clusters
  Score: Raw -78890.231293 + Penalty 3172.049753 = -75718.181541
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.560000 sec): 2 clusters
  Score: Raw -24575.550785 + Penalty 1363.297720 = -23212.253065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.560000 sec): 3 clusters
  Score: Raw -24893.867128 + Penalty 2726.595440 = -22167.271688
  nChanged 49
		SP:Iteration 1F (8688.560000 sec): 3 clusters
  Score: Raw -25230.513301 + Penalty 2726.595440 = -22503.917861
  nChanged 17
		SP:Iteration 2F (8688.560000 sec): 3 clusters
  Score: Raw -25405.014333 + Penalty 2726.595440 = -22678.418893
  nChanged 7
		SP:Iteration 3Q (8688.560000 sec): 3 clusters
  Score: Raw -25430.894765 + Penalty 2726.595440 = -22704.299325
  nChanged 2
		SP:Iteration 4Q (8688.560000 sec): 3 clusters
  Score: Raw -25442.408073 + Penalty 2726.595440 = -22715.812633
  nChanged 4
		SP:Iteration 5Q (8688.570000 sec): 3 clusters
  Score: Raw -25477.403929 + Penalty 2726.595440 = -22750.808490
  nChanged 3
		SP:Iteration 6Q (8688.570000 sec): 3 clusters
  Score: Raw -25533.499647 + Penalty 2726.595440 = -22806.904208
  nChanged 3
		SP:Iteration 7Q (8688.570000 sec): 3 clusters
  Score: Raw -25578.362148 + Penalty 2726.595440 = -22851.766708
  nChanged 3
		SP:Iteration 8Q (8688.570000 sec): 3 clusters
  Score: Raw -25638.705467 + Penalty 2726.595440 = -22912.110027
  nChanged 1
		SP:Iteration 9Q (8688.570000 sec): 3 clusters
  Score: Raw -25663.041401 + Penalty 2726.595440 = -22936.445962
  nChanged 0
		SP:Iteration 10F (8688.570000 sec): 3 clusters
  Score: Raw -25663.041401 + Penalty 2726.595440 = -22936.445962
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.570000 sec): 2 clusters
  Score: Raw -33339.247056 + Penalty 1391.149005 = -31948.098051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.570000 sec): 3 clusters
  Score: Raw -33535.390973 + Penalty 2782.298010 = -30753.092963
  nChanged 37
		SP:Iteration 1F (8688.570000 sec): 3 clusters
  Score: Raw -33691.506394 + Penalty 2782.298010 = -30909.208384
  nChanged 9
		SP:Iteration 2Q (8688.570000 sec): 3 clusters
  Score: Raw -33736.279139 + Penalty 2782.298010 = -30953.981129
  nChanged 7
		SP:Iteration 3Q (8688.570000 sec): 3 clusters
  Score: Raw -33759.061784 + Penalty 2782.298010 = -30976.763773
  nChanged 6
		SP:Iteration 4Q (8688.570000 sec): 3 clusters
  Score: Raw -33791.298611 + Penalty 2782.298010 = -31009.000601
  nChanged 3
		SP:Iteration 5Q (8688.580000 sec): 3 clusters
  Score: Raw -33804.857814 + Penalty 2782.298010 = -31022.559803
  nChanged 3
		SP:Iteration 6Q (8688.580000 sec): 3 clusters
  Score: Raw -33829.099616 + Penalty 2782.298010 = -31046.801606
  nChanged 2
		SP:Iteration 7Q (8688.580000 sec): 3 clusters
  Score: Raw -33836.512054 + Penalty 2782.298010 = -31054.214043
  nChanged 2
		SP:Iteration 8Q (8688.580000 sec): 3 clusters
  Score: Raw -33873.229731 + Penalty 2782.298010 = -31090.931721
  nChanged 4
		SP:Iteration 9Q (8688.580000 sec): 3 clusters
  Score: Raw -33969.285015 + Penalty 2782.298010 = -31186.987004
  nChanged 5
		SP:Iteration 10Q (8688.580000 sec): 3 clusters
  Score: Raw -34032.557931 + Penalty 2782.298010 = -31250.259921
  nChanged 3
		SP:Iteration 11Q (8688.580000 sec): 3 clusters
  Score: Raw -34066.830968 + Penalty 2782.298010 = -31284.532958
  nChanged 5
		SP:Iteration 12Q (8688.580000 sec): 3 clusters
  Score: Raw -34139.889289 + Penalty 2782.298010 = -31357.591278
  nChanged 3
		SP:Iteration 13Q (8688.580000 sec): 3 clusters
  Score: Raw -34167.438407 + Penalty 2782.298010 = -31385.140397
  nChanged 2
		SP:Iteration 14Q (8688.580000 sec): 3 clusters
  Score: Raw -34173.743705 + Penalty 2782.298010 = -31391.445695
  nChanged 1
		SP:Iteration 15Q (8688.590000 sec): 3 clusters
  Score: Raw -34177.682973 + Penalty 2782.298010 = -31395.384962
  nChanged 1
		SP:Iteration 16Q (8688.590000 sec): 3 clusters
  Score: Raw -34184.311353 + Penalty 2782.298010 = -31402.013343
  nChanged 1
		SP:Iteration 17Q (8688.590000 sec): 3 clusters
  Score: Raw -34185.866831 + Penalty 2782.298010 = -31403.568821
  nChanged 0
		SP:Iteration 18F (8688.590000 sec): 3 clusters
  Score: Raw -34185.866831 + Penalty 2782.298010 = -31403.568821
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (220 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.590000 sec): 2 clusters
  Score: Raw -29705.057368 + Penalty 1337.619631 = -28367.437737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.590000 sec): 3 clusters
  Score: Raw -29932.368004 + Penalty 2675.239263 = -27257.128741
  nChanged 17
		SP:Iteration 1F (8688.590000 sec): 3 clusters
  Score: Raw -30026.377147 + Penalty 2675.239263 = -27351.137884
  nChanged 4
		SP:Iteration 2Q (8688.590000 sec): 3 clusters
  Score: Raw -30053.559226 + Penalty 2675.239263 = -27378.319963
  nChanged 1
		SP:Iteration 3Q (8688.590000 sec): 3 clusters
  Score: Raw -30063.364910 + Penalty 2675.239263 = -27388.125647
  nChanged 2
		SP:Iteration 4Q (8688.590000 sec): 3 clusters
  Score: Raw -30073.409625 + Penalty 2675.239263 = -27398.170362
  nChanged 0
		SP:Iteration 5F (8688.590000 sec): 3 clusters
  Score: Raw -30073.409625 + Penalty 2675.239263 = -27398.170362
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.600000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.600000 sec): 3 clusters
  Score: Raw -55040.679547 + Penalty 2975.472535 = -52065.207012
  nChanged 61
		SP:Iteration 1F (8688.600000 sec): 3 clusters
  Score: Raw -55161.695681 + Penalty 2975.472535 = -52186.223146
  nChanged 15
		SP:Iteration 2Q (8688.600000 sec): 3 clusters
  Score: Raw -55198.318179 + Penalty 2975.472535 = -52222.845644
  nChanged 7
		SP:Iteration 3Q (8688.600000 sec): 3 clusters
  Score: Raw -55223.021844 + Penalty 2975.472535 = -52247.549310
  nChanged 7
		SP:Iteration 4Q (8688.610000 sec): 3 clusters
  Score: Raw -55248.385260 + Penalty 2975.472535 = -52272.912726
  nChanged 6
		SP:Iteration 5Q (8688.610000 sec): 3 clusters
  Score: Raw -55261.618471 + Penalty 2975.472535 = -52286.145936
  nChanged 3
		SP:Iteration 6Q (8688.610000 sec): 3 clusters
  Score: Raw -55266.838398 + Penalty 2975.472535 = -52291.365863
  nChanged 3
		SP:Iteration 7Q (8688.610000 sec): 3 clusters
  Score: Raw -55274.956583 + Penalty 2975.472535 = -52299.484048
  nChanged 1
		SP:Iteration 8Q (8688.610000 sec): 3 clusters
  Score: Raw -55278.881949 + Penalty 2975.472535 = -52303.409414
  nChanged 2
		SP:Iteration 9Q (8688.610000 sec): 3 clusters
  Score: Raw -55281.860580 + Penalty 2975.472535 = -52306.388045
  nChanged 0
		SP:Iteration 10F (8688.610000 sec): 3 clusters
  Score: Raw -55281.860580 + Penalty 2975.472535 = -52306.388045
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.610000 sec): 2 clusters
  Score: Raw -17577.559976 + Penalty 1308.972435 = -16268.587541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.620000 sec): 3 clusters
  Score: Raw -18065.067645 + Penalty 2617.944871 = -15447.122774
  nChanged 33
		SP:Iteration 1F (8688.620000 sec): 3 clusters
  Score: Raw -18251.966830 + Penalty 2617.944871 = -15634.021959
  nChanged 14
		SP:Iteration 2F (8688.620000 sec): 3 clusters
  Score: Raw -18330.947827 + Penalty 2617.944871 = -15713.002956
  nChanged 8
		SP:Iteration 3Q (8688.620000 sec): 3 clusters
  Score: Raw -18386.120671 + Penalty 2617.944871 = -15768.175800
  nChanged 8
		SP:Iteration 4Q (8688.620000 sec): 3 clusters
  Score: Raw -18469.409973 + Penalty 2617.944871 = -15851.465102
  nChanged 6
		SP:Iteration 5Q (8688.620000 sec): 3 clusters
  Score: Raw -18509.832764 + Penalty 2617.944871 = -15891.887893
  nChanged 0
		SP:Iteration 6F (8688.620000 sec): 3 clusters
  Score: Raw -18509.832764 + Penalty 2617.944871 = -15891.887893
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.620000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.620000 sec): 3 clusters
  Score: Raw -29565.730316 + Penalty 2686.385799 = -26879.344517
  nChanged 23
		SP:Iteration 1F (8688.630000 sec): 3 clusters
  Score: Raw -29672.656433 + Penalty 2686.385799 = -26986.270633
  nChanged 4
		SP:Iteration 2Q (8688.630000 sec): 3 clusters
  Score: Raw -29699.067070 + Penalty 2686.385799 = -27012.681271
  nChanged 1
		SP:Iteration 3Q (8688.630000 sec): 3 clusters
  Score: Raw -29701.277765 + Penalty 2686.385799 = -27014.891965
  nChanged 0
		SP:Iteration 4F (8688.630000 sec): 3 clusters
  Score: Raw -29701.277765 + Penalty 2686.385799 = -27014.891965
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.630000 sec): 2 clusters
  Score: Raw -46074.767155 + Penalty 1447.033063 = -44627.734092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.630000 sec): 3 clusters
  Score: Raw -46262.080040 + Penalty 2894.066126 = -43368.013915
  nChanged 56
		SP:Iteration 1F (8688.630000 sec): 3 clusters
  Score: Raw -46422.216169 + Penalty 2894.066126 = -43528.150043
  nChanged 21
		SP:Iteration 2F (8688.630000 sec): 3 clusters
  Score: Raw -46486.389777 + Penalty 2894.066126 = -43592.323651
  nChanged 9
		SP:Iteration 3Q (8688.630000 sec): 3 clusters
  Score: Raw -46515.635809 + Penalty 2894.066126 = -43621.569683
  nChanged 4
		SP:Iteration 4Q (8688.640000 sec): 3 clusters
  Score: Raw -46529.994153 + Penalty 2894.066126 = -43635.928027
  nChanged 3
		SP:Iteration 5Q (8688.640000 sec): 3 clusters
  Score: Raw -46541.725407 + Penalty 2894.066126 = -43647.659281
  nChanged 1
		SP:Iteration 6Q (8688.640000 sec): 3 clusters
  Score: Raw -46546.037854 + Penalty 2894.066126 = -43651.971728
  nChanged 1
		SP:Iteration 7Q (8688.640000 sec): 3 clusters
  Score: Raw -46548.213632 + Penalty 2894.066126 = -43654.147506
  nChanged 2
		SP:Iteration 8Q (8688.640000 sec): 3 clusters
  Score: Raw -46558.522561 + Penalty 2894.066126 = -43664.456435
  nChanged 2
		SP:Iteration 9Q (8688.640000 sec): 3 clusters
  Score: Raw -46565.486589 + Penalty 2894.066126 = -43671.420464
  nChanged 0
		SP:Iteration 10F (8688.640000 sec): 3 clusters
  Score: Raw -46565.486589 + Penalty 2894.066126 = -43671.420464
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.650000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.650000 sec): 3 clusters
  Score: Raw -55263.820755 + Penalty 3005.325105 = -52258.495650
  nChanged 74
		SP:Iteration 1F (8688.650000 sec): 3 clusters
  Score: Raw -55476.583553 + Penalty 3005.325105 = -52471.258448
  nChanged 27
		SP:Iteration 2F (8688.650000 sec): 3 clusters
  Score: Raw -55593.604602 + Penalty 3005.325105 = -52588.279497
  nChanged 8
		SP:Iteration 3Q (8688.650000 sec): 3 clusters
  Score: Raw -55609.197847 + Penalty 3005.325105 = -52603.872742
  nChanged 3
		SP:Iteration 4Q (8688.650000 sec): 3 clusters
  Score: Raw -55616.651585 + Penalty 3005.325105 = -52611.326480
  nChanged 5
		SP:Iteration 5Q (8688.650000 sec): 3 clusters
  Score: Raw -55624.985826 + Penalty 3005.325105 = -52619.660721
  nChanged 2
		SP:Iteration 6Q (8688.660000 sec): 3 clusters
  Score: Raw -55639.621825 + Penalty 3005.325105 = -52634.296720
  nChanged 3
		SP:Iteration 7Q (8688.660000 sec): 3 clusters
  Score: Raw -55649.269711 + Penalty 3005.325105 = -52643.944606
  nChanged 2
		SP:Iteration 8Q (8688.660000 sec): 3 clusters
  Score: Raw -55652.668274 + Penalty 3005.325105 = -52647.343169
  nChanged 2
		SP:Iteration 9Q (8688.660000 sec): 3 clusters
  Score: Raw -55655.579099 + Penalty 3005.325105 = -52650.253994
  nChanged 2
		SP:Iteration 10Q (8688.660000 sec): 3 clusters
  Score: Raw -55660.061740 + Penalty 3005.325105 = -52654.736635
  nChanged 0
		SP:Iteration 11F (8688.660000 sec): 3 clusters
  Score: Raw -55660.061740 + Penalty 3005.325105 = -52654.736635
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 39 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.670000 sec): 2 clusters
  Score: Raw -22896.629861 + Penalty 1287.853299 = -21608.776562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.670000 sec): 3 clusters
  Score: Raw -23279.357974 + Penalty 2575.706598 = -20703.651376
  nChanged 14
		SP:Iteration 1F (8688.670000 sec): 3 clusters
  Score: Raw -23361.713792 + Penalty 2575.706598 = -20786.007194
  nChanged 4
		SP:Iteration 2Q (8688.670000 sec): 3 clusters
  Score: Raw -23381.986022 + Penalty 2575.706598 = -20806.279424
  nChanged 5
		SP:Iteration 3Q (8688.670000 sec): 3 clusters
  Score: Raw -23403.551646 + Penalty 2575.706598 = -20827.845048
  nChanged 2
		SP:Iteration 4Q (8688.670000 sec): 3 clusters
  Score: Raw -23418.329386 + Penalty 2575.706598 = -20842.622788
  nChanged 1
		SP:Iteration 5Q (8688.670000 sec): 3 clusters
  Score: Raw -23424.808128 + Penalty 2575.706598 = -20849.101530
  nChanged 2
		SP:Iteration 6Q (8688.670000 sec): 3 clusters
  Score: Raw -23433.516937 + Penalty 2575.706598 = -20857.810339
  nChanged 0
		SP:Iteration 7F (8688.670000 sec): 3 clusters
  Score: Raw -23433.516937 + Penalty 2575.706598 = -20857.810339
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.670000 sec): 2 clusters
  Score: Raw -68690.960353 + Penalty 1547.104507 = -67143.855846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.680000 sec): 3 clusters
  Score: Raw -68739.252975 + Penalty 3094.209014 = -65645.043961
  nChanged 93
		SP:Iteration 1F (8688.680000 sec): 3 clusters
  Score: Raw -68941.393265 + Penalty 3094.209014 = -65847.184251
  nChanged 24
		SP:Iteration 2Q (8688.680000 sec): 3 clusters
  Score: Raw -68987.094214 + Penalty 3094.209014 = -65892.885200
  nChanged 9
		SP:Iteration 3Q (8688.680000 sec): 3 clusters
  Score: Raw -69015.491236 + Penalty 3094.209014 = -65921.282222
  nChanged 4
		SP:Iteration 4Q (8688.680000 sec): 3 clusters
  Score: Raw -69023.494317 + Penalty 3094.209014 = -65929.285303
  nChanged 2
		SP:Iteration 5Q (8688.690000 sec): 3 clusters
  Score: Raw -69026.021264 + Penalty 3094.209014 = -65931.812250
  nChanged 2
		SP:Iteration 6Q (8688.690000 sec): 3 clusters
  Score: Raw -69034.808020 + Penalty 3094.209014 = -65940.599006
  nChanged 2
		SP:Iteration 7Q (8688.690000 sec): 3 clusters
  Score: Raw -69037.390508 + Penalty 3094.209014 = -65943.181494
  nChanged 2
		SP:Iteration 8Q (8688.690000 sec): 3 clusters
  Score: Raw -69040.292960 + Penalty 3094.209014 = -65946.083946
  nChanged 0
		SP:Iteration 9F (8688.690000 sec): 3 clusters
  Score: Raw -69040.292960 + Penalty 3094.209014 = -65946.083946
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.690000 sec): 2 clusters
  Score: Raw -17477.088865 + Penalty 1346.477716 = -16130.611149
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.690000 sec): 3 clusters
  Score: Raw -17832.583873 + Penalty 2692.955432 = -15139.628441
  nChanged 41
		SP:Iteration 1F (8688.690000 sec): 3 clusters
  Score: Raw -18126.614745 + Penalty 2692.955432 = -15433.659313
  nChanged 23
		SP:Iteration 2F (8688.700000 sec): 3 clusters
  Score: Raw -18293.509636 + Penalty 2692.955432 = -15600.554204
  nChanged 12
		SP:Iteration 3F (8688.700000 sec): 3 clusters
  Score: Raw -18392.618504 + Penalty 2692.955432 = -15699.663072
  nChanged 6
		SP:Iteration 4Q (8688.700000 sec): 3 clusters
  Score: Raw -18423.538615 + Penalty 2692.955432 = -15730.583183
  nChanged 3
		SP:Iteration 5Q (8688.700000 sec): 3 clusters
  Score: Raw -18472.812382 + Penalty 2692.955432 = -15779.856950
  nChanged 0
		SP:Iteration 6F (8688.700000 sec): 3 clusters
  Score: Raw -18472.812382 + Penalty 2692.955432 = -15779.856950
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 42 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.700000 sec): 2 clusters
  Score: Raw -25518.930557 + Penalty 1352.919637 = -24166.010921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.700000 sec): 3 clusters
  Score: Raw -25739.713218 + Penalty 2705.839273 = -23033.873944
  nChanged 24
		SP:Iteration 1F (8688.710000 sec): 3 clusters
  Score: Raw -25846.315612 + Penalty 2705.839273 = -23140.476338
  nChanged 9
		SP:Iteration 2Q (8688.710000 sec): 3 clusters
  Score: Raw -25897.706873 + Penalty 2705.839273 = -23191.867600
  nChanged 8
		SP:Iteration 3Q (8688.710000 sec): 3 clusters
  Score: Raw -25983.713106 + Penalty 2705.839273 = -23277.873833
  nChanged 7
		SP:Iteration 4Q (8688.710000 sec): 3 clusters
  Score: Raw -26019.680611 + Penalty 2705.839273 = -23313.841337
  nChanged 5
		SP:Iteration 5Q (8688.710000 sec): 3 clusters
  Score: Raw -26044.134490 + Penalty 2705.839273 = -23338.295217
  nChanged 3
		SP:Iteration 6Q (8688.710000 sec): 3 clusters
  Score: Raw -26061.027115 + Penalty 2705.839273 = -23355.187842
  nChanged 6
		SP:Iteration 7Q (8688.710000 sec): 3 clusters
  Score: Raw -26113.420523 + Penalty 2705.839273 = -23407.581250
  nChanged 1
		SP:Iteration 8Q (8688.710000 sec): 3 clusters
  Score: Raw -26117.239715 + Penalty 2705.839273 = -23411.400441
  nChanged 2
		SP:Iteration 9Q (8688.710000 sec): 3 clusters
  Score: Raw -26136.049368 + Penalty 2705.839273 = -23430.210094
  nChanged 0
		SP:Iteration 10F (8688.710000 sec): 3 clusters
  Score: Raw -26136.049368 + Penalty 2705.839273 = -23430.210094
  nChanged 0
Iteration 339F (8730.580000 sec): 42 clusters
  Score: Raw -117677413.090371 + Penalty 138362.130809 = -117539050.959562
  nChanged 1
Iteration 340F (8772.420000 sec): 42 clusters
  Score: Raw -117677432.554899 + Penalty 138362.130809 = -117539070.424090
  nChanged 0
Writing temp clu file 
Because OldScore, -117539050.959562, is greater than current (better) Score,-117539070.424090 
 Compute initial score before splitting:   Score: Raw -117677432.554899 + Penalty 138362.130809 = -117539070.424090
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8772.570000 sec): 2 clusters
  Score: Raw -1048183.648990 + Penalty 2200.863096 = -1045982.785895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8772.600000 sec): 3 clusters
  Score: Raw -1044477.822123 + Penalty 4401.726192 = -1040076.095932
  nChanged 2872
		SP:Iteration 1F (8772.630000 sec): 3 clusters
  Score: Raw -1046052.953288 + Penalty 4401.726192 = -1041651.227097
  nChanged 497
		SP:Iteration 2F (8772.650000 sec): 3 clusters
  Score: Raw -1046308.184506 + Penalty 4401.726192 = -1041906.458315
  nChanged 361
		SP:Iteration 3F (8772.680000 sec): 3 clusters
  Score: Raw -1046489.625870 + Penalty 4401.726192 = -1042087.899678
  nChanged 293
		SP:Iteration 4Q (8772.700000 sec): 3 clusters
  Score: Raw -1046622.199858 + Penalty 4401.726192 = -1042220.473667
  nChanged 245
		SP:Iteration 5Q (8772.730000 sec): 3 clusters
  Score: Raw -1046722.897186 + Penalty 4401.726192 = -1042321.170994
  nChanged 174
		SP:Iteration 6Q (8772.750000 sec): 3 clusters
  Score: Raw -1046792.071113 + Penalty 4401.726192 = -1042390.344921
  nChanged 148
		SP:Iteration 7Q (8772.780000 sec): 3 clusters
  Score: Raw -1046861.730534 + Penalty 4401.726192 = -1042460.004342
  nChanged 166
		SP:Iteration 8Q (8772.800000 sec): 3 clusters
  Score: Raw -1046941.047179 + Penalty 4401.726192 = -1042539.320988
  nChanged 161
		SP:Iteration 9Q (8772.830000 sec): 3 clusters
  Score: Raw -1047018.091709 + Penalty 4401.726192 = -1042616.365517
  nChanged 152
		SP:Iteration 10Q (8772.850000 sec): 3 clusters
  Score: Raw -1047083.556234 + Penalty 4401.726192 = -1042681.830042
  nChanged 125
		SP:Iteration 11Q (8772.880000 sec): 3 clusters
  Score: Raw -1047139.271054 + Penalty 4401.726192 = -1042737.544862
  nChanged 109
		SP:Iteration 12Q (8772.900000 sec): 3 clusters
  Score: Raw -1047183.438183 + Penalty 4401.726192 = -1042781.711991
  nChanged 107
		SP:Iteration 13Q (8772.930000 sec): 3 clusters
  Score: Raw -1047231.434377 + Penalty 4401.726192 = -1042829.708186
  nChanged 113
		SP:Iteration 14Q (8772.950000 sec): 3 clusters
  Score: Raw -1047278.182593 + Penalty 4401.726192 = -1042876.456401
  nChanged 110
		SP:Iteration 15Q (8772.980000 sec): 3 clusters
  Score: Raw -1047328.695269 + Penalty 4401.726192 = -1042926.969077
  nChanged 128
		SP:Iteration 16Q (8773.000000 sec): 3 clusters
  Score: Raw -1047387.973653 + Penalty 4401.726192 = -1042986.247461
  nChanged 119
		SP:Iteration 17Q (8773.020000 sec): 3 clusters
  Score: Raw -1047446.800970 + Penalty 4401.726192 = -1043045.074778
  nChanged 138
		SP:Iteration 18Q (8773.050000 sec): 3 clusters
  Score: Raw -1047511.630780 + Penalty 4401.726192 = -1043109.904588
  nChanged 130
		SP:Iteration 19Q (8773.070000 sec): 3 clusters
  Score: Raw -1047573.174756 + Penalty 4401.726192 = -1043171.448565
  nChanged 106
		SP:Iteration 20F (8773.100000 sec): 3 clusters
  Score: Raw -1047618.675237 + Penalty 4401.726192 = -1043216.949045
  nChanged 110
		SP:Iteration 21Q (8773.120000 sec): 3 clusters
  Score: Raw -1047668.529640 + Penalty 4401.726192 = -1043266.803448
  nChanged 115
		SP:Iteration 22Q (8773.140000 sec): 3 clusters
  Score: Raw -1047726.215954 + Penalty 4401.726192 = -1043324.489762
  nChanged 123
		SP:Iteration 23Q (8773.170000 sec): 3 clusters
  Score: Raw -1047786.965619 + Penalty 4401.726192 = -1043385.239427
  nChanged 104
		SP:Iteration 24Q (8773.190000 sec): 3 clusters
  Score: Raw -1047839.094215 + Penalty 4401.726192 = -1043437.368024
  nChanged 110
		SP:Iteration 25Q (8773.220000 sec): 3 clusters
  Score: Raw -1047893.076025 + Penalty 4401.726192 = -1043491.349833
  nChanged 94
		SP:Iteration 26Q (8773.240000 sec): 3 clusters
  Score: Raw -1047951.148789 + Penalty 4401.726192 = -1043549.422598
  nChanged 103
		SP:Iteration 27Q (8773.260000 sec): 3 clusters
  Score: Raw -1048023.636281 + Penalty 4401.726192 = -1043621.910089
  nChanged 97
		SP:Iteration 28Q (8773.280000 sec): 3 clusters
  Score: Raw -1048082.572988 + Penalty 4401.726192 = -1043680.846796
  nChanged 95
		SP:Iteration 29Q (8773.300000 sec): 3 clusters
  Score: Raw -1048138.202463 + Penalty 4401.726192 = -1043736.476271
  nChanged 85
		SP:Iteration 30Q (8773.330000 sec): 3 clusters
  Score: Raw -1048195.868058 + Penalty 4401.726192 = -1043794.141866
  nChanged 75
		SP:Iteration 31Q (8773.350000 sec): 3 clusters
  Score: Raw -1048248.523901 + Penalty 4401.726192 = -1043846.797710
  nChanged 61
		SP:Iteration 32Q (8773.370000 sec): 3 clusters
  Score: Raw -1048286.201226 + Penalty 4401.726192 = -1043884.475035
  nChanged 38
		SP:Iteration 33Q (8773.390000 sec): 3 clusters
  Score: Raw -1048307.718565 + Penalty 4401.726192 = -1043905.992373
  nChanged 45
		SP:Iteration 34Q (8773.410000 sec): 3 clusters
  Score: Raw -1048329.637421 + Penalty 4401.726192 = -1043927.911229
  nChanged 31
		SP:Iteration 35Q (8773.430000 sec): 3 clusters
  Score: Raw -1048347.177415 + Penalty 4401.726192 = -1043945.451224
  nChanged 28
		SP:Iteration 36Q (8773.460000 sec): 3 clusters
  Score: Raw -1048362.024891 + Penalty 4401.726192 = -1043960.298699
  nChanged 21
		SP:Iteration 37Q (8773.480000 sec): 3 clusters
  Score: Raw -1048377.741662 + Penalty 4401.726192 = -1043976.015470
  nChanged 19
		SP:Iteration 38Q (8773.500000 sec): 3 clusters
  Score: Raw -1048390.533277 + Penalty 4401.726192 = -1043988.807085
  nChanged 23
		SP:Iteration 39Q (8773.520000 sec): 3 clusters
  Score: Raw -1048403.912248 + Penalty 4401.726192 = -1044002.186056
  nChanged 19
		SP:Iteration 40F (8773.540000 sec): 3 clusters
  Score: Raw -1048413.715380 + Penalty 4401.726192 = -1044011.989189
  nChanged 13
		SP:Iteration 41Q (8773.560000 sec): 3 clusters
  Score: Raw -1048420.019716 + Penalty 4401.726192 = -1044018.293524
  nChanged 11
		SP:Iteration 42Q (8773.580000 sec): 3 clusters
  Score: Raw -1048425.466212 + Penalty 4401.726192 = -1044023.740020
  nChanged 4
		SP:Iteration 43Q (8773.600000 sec): 3 clusters
  Score: Raw -1048428.027111 + Penalty 4401.726192 = -1044026.300919
  nChanged 2
		SP:Iteration 44Q (8773.620000 sec): 3 clusters
  Score: Raw -1048430.165341 + Penalty 4401.726192 = -1044028.439149
  nChanged 1
		SP:Iteration 45Q (8773.640000 sec): 3 clusters
  Score: Raw -1048430.478576 + Penalty 4401.726192 = -1044028.752385
  nChanged 1
		SP:Iteration 46Q (8773.660000 sec): 3 clusters
  Score: Raw -1048431.104152 + Penalty 4401.726192 = -1044029.377960
  nChanged 1
		SP:Iteration 47Q (8773.680000 sec): 3 clusters
  Score: Raw -1048432.795856 + Penalty 4401.726192 = -1044031.069664
  nChanged 2
		SP:Iteration 48Q (8773.700000 sec): 3 clusters
  Score: Raw -1048433.668594 + Penalty 4401.726192 = -1044031.942402
  nChanged 0
		SP:Iteration 49F (8773.730000 sec): 3 clusters
  Score: Raw -1048433.668594 + Penalty 4401.726192 = -1044031.942402
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8773.760000 sec): 2 clusters
  Score: Raw -1106221.456500 + Penalty 2217.924743 = -1104003.531757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8773.780000 sec): 3 clusters
  Score: Raw -1102237.883185 + Penalty 4435.849487 = -1097802.033699
  nChanged 3127
		SP:Iteration 1F (8773.810000 sec): 3 clusters
  Score: Raw -1103980.308116 + Penalty 4435.849487 = -1099544.458629
  nChanged 550
		SP:Iteration 2F (8773.840000 sec): 3 clusters
  Score: Raw -1104289.391978 + Penalty 4435.849487 = -1099853.542491
  nChanged 422
		SP:Iteration 3F (8773.860000 sec): 3 clusters
  Score: Raw -1104521.445124 + Penalty 4435.849487 = -1100085.595638
  nChanged 367
		SP:Iteration 4Q (8773.890000 sec): 3 clusters
  Score: Raw -1104745.513152 + Penalty 4435.849487 = -1100309.663665
  nChanged 342
		SP:Iteration 5Q (8773.920000 sec): 3 clusters
  Score: Raw -1104965.549613 + Penalty 4435.849487 = -1100529.700126
  nChanged 328
		SP:Iteration 6Q (8773.940000 sec): 3 clusters
  Score: Raw -1105162.945232 + Penalty 4435.849487 = -1100727.095745
  nChanged 272
		SP:Iteration 7Q (8773.970000 sec): 3 clusters
  Score: Raw -1105321.766598 + Penalty 4435.849487 = -1100885.917111
  nChanged 243
		SP:Iteration 8Q (8774.000000 sec): 3 clusters
  Score: Raw -1105464.806055 + Penalty 4435.849487 = -1101028.956569
  nChanged 242
		SP:Iteration 9Q (8774.020000 sec): 3 clusters
  Score: Raw -1105614.794279 + Penalty 4435.849487 = -1101178.944792
  nChanged 213
		SP:Iteration 10Q (8774.050000 sec): 3 clusters
  Score: Raw -1105745.377237 + Penalty 4435.849487 = -1101309.527750
  nChanged 181
		SP:Iteration 11Q (8774.080000 sec): 3 clusters
  Score: Raw -1105866.535444 + Penalty 4435.849487 = -1101430.685958
  nChanged 166
		SP:Iteration 12Q (8774.100000 sec): 3 clusters
  Score: Raw -1105978.474114 + Penalty 4435.849487 = -1101542.624628
  nChanged 171
		SP:Iteration 13Q (8774.130000 sec): 3 clusters
  Score: Raw -1106106.036071 + Penalty 4435.849487 = -1101670.186584
  nChanged 162
		SP:Iteration 14Q (8774.150000 sec): 3 clusters
  Score: Raw -1106224.240747 + Penalty 4435.849487 = -1101788.391260
  nChanged 152
		SP:Iteration 15Q (8774.180000 sec): 3 clusters
  Score: Raw -1106335.699194 + Penalty 4435.849487 = -1101899.849707
  nChanged 123
		SP:Iteration 16Q (8774.200000 sec): 3 clusters
  Score: Raw -1106416.558592 + Penalty 4435.849487 = -1101980.709106
  nChanged 99
		SP:Iteration 17Q (8774.230000 sec): 3 clusters
  Score: Raw -1106491.823837 + Penalty 4435.849487 = -1102055.974350
  nChanged 104
		SP:Iteration 18Q (8774.250000 sec): 3 clusters
  Score: Raw -1106584.035180 + Penalty 4435.849487 = -1102148.185693
  nChanged 95
		SP:Iteration 19Q (8774.270000 sec): 3 clusters
  Score: Raw -1106652.829679 + Penalty 4435.849487 = -1102216.980192
  nChanged 65
		SP:Iteration 20F (8774.300000 sec): 3 clusters
  Score: Raw -1106691.440401 + Penalty 4435.849487 = -1102255.590914
  nChanged 59
		SP:Iteration 21Q (8774.320000 sec): 3 clusters
  Score: Raw -1106724.496978 + Penalty 4435.849487 = -1102288.647491
  nChanged 49
		SP:Iteration 22Q (8774.340000 sec): 3 clusters
  Score: Raw -1106747.350806 + Penalty 4435.849487 = -1102311.501319
  nChanged 37
		SP:Iteration 23Q (8774.370000 sec): 3 clusters
  Score: Raw -1106764.677737 + Penalty 4435.849487 = -1102328.828250
  nChanged 34
		SP:Iteration 24Q (8774.390000 sec): 3 clusters
  Score: Raw -1106782.066678 + Penalty 4435.849487 = -1102346.217191
  nChanged 22
		SP:Iteration 25Q (8774.410000 sec): 3 clusters
  Score: Raw -1106792.683073 + Penalty 4435.849487 = -1102356.833586
  nChanged 16
		SP:Iteration 26Q (8774.430000 sec): 3 clusters
  Score: Raw -1106799.020705 + Penalty 4435.849487 = -1102363.171218
  nChanged 15
		SP:Iteration 27Q (8774.460000 sec): 3 clusters
  Score: Raw -1106806.194805 + Penalty 4435.849487 = -1102370.345318
  nChanged 19
		SP:Iteration 28Q (8774.480000 sec): 3 clusters
  Score: Raw -1106815.234368 + Penalty 4435.849487 = -1102379.384882
  nChanged 20
		SP:Iteration 29Q (8774.500000 sec): 3 clusters
  Score: Raw -1106823.200990 + Penalty 4435.849487 = -1102387.351503
  nChanged 14
		SP:Iteration 30Q (8774.520000 sec): 3 clusters
  Score: Raw -1106829.580266 + Penalty 4435.849487 = -1102393.730779
  nChanged 14
		SP:Iteration 31Q (8774.540000 sec): 3 clusters
  Score: Raw -1106835.231290 + Penalty 4435.849487 = -1102399.381803
  nChanged 14
		SP:Iteration 32Q (8774.560000 sec): 3 clusters
  Score: Raw -1106841.907902 + Penalty 4435.849487 = -1102406.058415
  nChanged 12
		SP:Iteration 33Q (8774.590000 sec): 3 clusters
  Score: Raw -1106847.860548 + Penalty 4435.849487 = -1102412.011061
  nChanged 18
		SP:Iteration 34Q (8774.610000 sec): 3 clusters
  Score: Raw -1106856.687505 + Penalty 4435.849487 = -1102420.838018
  nChanged 18
		SP:Iteration 35Q (8774.630000 sec): 3 clusters
  Score: Raw -1106865.992245 + Penalty 4435.849487 = -1102430.142758
  nChanged 25
		SP:Iteration 36Q (8774.650000 sec): 3 clusters
  Score: Raw -1106877.254885 + Penalty 4435.849487 = -1102441.405398
  nChanged 11
		SP:Iteration 37Q (8774.670000 sec): 3 clusters
  Score: Raw -1106881.763981 + Penalty 4435.849487 = -1102445.914495
  nChanged 10
		SP:Iteration 38Q (8774.690000 sec): 3 clusters
  Score: Raw -1106886.144029 + Penalty 4435.849487 = -1102450.294543
  nChanged 7
		SP:Iteration 39Q (8774.720000 sec): 3 clusters
  Score: Raw -1106890.039183 + Penalty 4435.849487 = -1102454.189696
  nChanged 8
		SP:Iteration 40F (8774.740000 sec): 3 clusters
  Score: Raw -1106893.080373 + Penalty 4435.849487 = -1102457.230886
  nChanged 9
		SP:Iteration 41Q (8774.760000 sec): 3 clusters
  Score: Raw -1106897.670117 + Penalty 4435.849487 = -1102461.820631
  nChanged 8
		SP:Iteration 42Q (8774.780000 sec): 3 clusters
  Score: Raw -1106902.075394 + Penalty 4435.849487 = -1102466.225908
  nChanged 9
		SP:Iteration 43Q (8774.800000 sec): 3 clusters
  Score: Raw -1106904.631617 + Penalty 4435.849487 = -1102468.782130
  nChanged 5
		SP:Iteration 44Q (8774.830000 sec): 3 clusters
  Score: Raw -1106907.620693 + Penalty 4435.849487 = -1102471.771207
  nChanged 8
		SP:Iteration 45Q (8774.850000 sec): 3 clusters
  Score: Raw -1106911.760775 + Penalty 4435.849487 = -1102475.911289
  nChanged 6
		SP:Iteration 46Q (8774.870000 sec): 3 clusters
  Score: Raw -1106914.170425 + Penalty 4435.849487 = -1102478.320938
  nChanged 9
		SP:Iteration 47Q (8774.890000 sec): 3 clusters
  Score: Raw -1106918.095378 + Penalty 4435.849487 = -1102482.245891
  nChanged 6
		SP:Iteration 48Q (8774.910000 sec): 3 clusters
  Score: Raw -1106920.561442 + Penalty 4435.849487 = -1102484.711955
  nChanged 3
		SP:Iteration 49Q (8774.930000 sec): 3 clusters
  Score: Raw -1106922.324583 + Penalty 4435.849487 = -1102486.475097
  nChanged 5
		SP:Iteration 50Q (8774.950000 sec): 3 clusters
  Score: Raw -1106924.388570 + Penalty 4435.849487 = -1102488.539083
  nChanged 5
		SP:Iteration 51Q (8774.970000 sec): 3 clusters
  Score: Raw -1106927.604827 + Penalty 4435.849487 = -1102491.755341
  nChanged 4
		SP:Iteration 52Q (8774.990000 sec): 3 clusters
  Score: Raw -1106929.919822 + Penalty 4435.849487 = -1102494.070335
  nChanged 5
		SP:Iteration 53Q (8775.020000 sec): 3 clusters
  Score: Raw -1106933.237766 + Penalty 4435.849487 = -1102497.388279
  nChanged 4
		SP:Iteration 54Q (8775.040000 sec): 3 clusters
  Score: Raw -1106934.867862 + Penalty 4435.849487 = -1102499.018375
  nChanged 1
		SP:Iteration 55Q (8775.060000 sec): 3 clusters
  Score: Raw -1106935.284284 + Penalty 4435.849487 = -1102499.434798
  nChanged 1
		SP:Iteration 56Q (8775.080000 sec): 3 clusters
  Score: Raw -1106935.544542 + Penalty 4435.849487 = -1102499.695055
  nChanged 1
		SP:Iteration 57Q (8775.100000 sec): 3 clusters
  Score: Raw -1106935.860291 + Penalty 4435.849487 = -1102500.010804
  nChanged 0
		SP:Iteration 58F (8775.120000 sec): 3 clusters
  Score: Raw -1106935.860291 + Penalty 4435.849487 = -1102500.010804
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8775.220000 sec): 2 clusters
  Score: Raw -4024112.096684 + Penalty 2532.694661 = -4021579.402023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8775.320000 sec): 3 clusters
  Score: Raw -4007829.248363 + Penalty 5065.389321 = -4002763.859042
  nChanged 12151
		SP:Iteration 1F (8775.420000 sec): 3 clusters
  Score: Raw -4014508.497105 + Penalty 5065.389321 = -4009443.107784
  nChanged 1296
		SP:Iteration 2Q (8775.520000 sec): 3 clusters
  Score: Raw -4014911.015101 + Penalty 5065.389321 = -4009845.625780
  nChanged 1061
		SP:Iteration 3Q (8775.620000 sec): 3 clusters
  Score: Raw -4015229.014858 + Penalty 5065.389321 = -4010163.625536
  nChanged 950
		SP:Iteration 4Q (8775.720000 sec): 3 clusters
  Score: Raw -4015531.023594 + Penalty 5065.389321 = -4010465.634273
  nChanged 917
		SP:Iteration 5Q (8775.820000 sec): 3 clusters
  Score: Raw -4015847.202117 + Penalty 5065.389321 = -4010781.812795
  nChanged 991
		SP:Iteration 6Q (8775.920000 sec): 3 clusters
  Score: Raw -4016231.238435 + Penalty 5065.389321 = -4011165.849114
  nChanged 1155
		SP:Iteration 7Q (8776.020000 sec): 3 clusters
  Score: Raw -4016805.085305 + Penalty 5065.389321 = -4011739.695983
  nChanged 1450
		SP:Iteration 8F (8776.120000 sec): 3 clusters
  Score: Raw -4017658.677048 + Penalty 5065.389321 = -4012593.287726
  nChanged 1691
		SP:Iteration 9F (8776.220000 sec): 3 clusters
  Score: Raw -4018851.735663 + Penalty 5065.389321 = -4013786.346342
  nChanged 1869
		SP:Iteration 10F (8776.320000 sec): 3 clusters
  Score: Raw -4020344.368645 + Penalty 5065.389321 = -4015278.979324
  nChanged 1688
		SP:Iteration 11F (8776.420000 sec): 3 clusters
  Score: Raw -4021794.702534 + Penalty 5065.389321 = -4016729.313213
  nChanged 1286
		SP:Iteration 12Q (8776.510000 sec): 3 clusters
  Score: Raw -4022974.835631 + Penalty 5065.389321 = -4017909.446310
  nChanged 791
		SP:Iteration 13Q (8776.600000 sec): 3 clusters
  Score: Raw -4023701.388123 + Penalty 5065.389321 = -4018635.998802
  nChanged 367
		SP:Iteration 14Q (8776.680000 sec): 3 clusters
  Score: Raw -4024046.912445 + Penalty 5065.389321 = -4018981.523124
  nChanged 164
		SP:Iteration 15Q (8776.760000 sec): 3 clusters
  Score: Raw -4024210.071438 + Penalty 5065.389321 = -4019144.682117
  nChanged 77
		SP:Iteration 16Q (8776.830000 sec): 3 clusters
  Score: Raw -4024300.254263 + Penalty 5065.389321 = -4019234.864942
  nChanged 41
		SP:Iteration 17Q (8776.910000 sec): 3 clusters
  Score: Raw -4024347.813582 + Penalty 5065.389321 = -4019282.424261
  nChanged 21
		SP:Iteration 18Q (8776.980000 sec): 3 clusters
  Score: Raw -4024374.864764 + Penalty 5065.389321 = -4019309.475443
  nChanged 18
		SP:Iteration 19Q (8777.050000 sec): 3 clusters
  Score: Raw -4024398.975936 + Penalty 5065.389321 = -4019333.586615
  nChanged 10
		SP:Iteration 20F (8777.150000 sec): 3 clusters
  Score: Raw -4024413.185596 + Penalty 5065.389321 = -4019347.796275
  nChanged 4
		SP:Iteration 21Q (8777.220000 sec): 3 clusters
  Score: Raw -4024420.007861 + Penalty 5065.389321 = -4019354.618540
  nChanged 6
		SP:Iteration 22Q (8777.290000 sec): 3 clusters
  Score: Raw -4024425.759783 + Penalty 5065.389321 = -4019360.370462
  nChanged 2
		SP:Iteration 23Q (8777.360000 sec): 3 clusters
  Score: Raw -4024427.828713 + Penalty 5065.389321 = -4019362.439392
  nChanged 2
		SP:Iteration 24Q (8777.430000 sec): 3 clusters
  Score: Raw -4024429.877293 + Penalty 5065.389321 = -4019364.487971
  nChanged 1
		SP:Iteration 25Q (8777.500000 sec): 3 clusters
  Score: Raw -4024430.501371 + Penalty 5065.389321 = -4019365.112050
  nChanged 0
		SP:Iteration 26F (8777.600000 sec): 3 clusters
  Score: Raw -4024430.501371 + Penalty 5065.389321 = -4019365.112050
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8777.670000 sec): 2 clusters
  Score: Raw -3338101.850046 + Penalty 2502.075052 = -3335599.774994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8777.760000 sec): 3 clusters
  Score: Raw -3323926.060103 + Penalty 5004.150104 = -3318921.909999
  nChanged 10699
		SP:Iteration 1F (8777.850000 sec): 3 clusters
  Score: Raw -3329823.075892 + Penalty 5004.150104 = -3324818.925788
  nChanged 1327
		SP:Iteration 2F (8777.930000 sec): 3 clusters
  Score: Raw -3330316.255611 + Penalty 5004.150104 = -3325312.105506
  nChanged 1131
		SP:Iteration 3Q (8778.020000 sec): 3 clusters
  Score: Raw -3330725.956990 + Penalty 5004.150104 = -3325721.806886
  nChanged 1030
		SP:Iteration 4Q (8778.110000 sec): 3 clusters
  Score: Raw -3331109.937629 + Penalty 5004.150104 = -3326105.787524
  nChanged 979
		SP:Iteration 5Q (8778.190000 sec): 3 clusters
  Score: Raw -3331471.513803 + Penalty 5004.150104 = -3326467.363698
  nChanged 924
		SP:Iteration 6Q (8778.280000 sec): 3 clusters
  Score: Raw -3331817.521583 + Penalty 5004.150104 = -3326813.371479
  nChanged 923
		SP:Iteration 7Q (8778.360000 sec): 3 clusters
  Score: Raw -3332180.461023 + Penalty 5004.150104 = -3327176.310919
  nChanged 904
		SP:Iteration 8Q (8778.450000 sec): 3 clusters
  Score: Raw -3332562.927972 + Penalty 5004.150104 = -3327558.777868
  nChanged 990
		SP:Iteration 9Q (8778.530000 sec): 3 clusters
  Score: Raw -3333048.394050 + Penalty 5004.150104 = -3328044.243946
  nChanged 1001
		SP:Iteration 10Q (8778.620000 sec): 3 clusters
  Score: Raw -3333524.551045 + Penalty 5004.150104 = -3328520.400940
  nChanged 921
		SP:Iteration 11Q (8778.710000 sec): 3 clusters
  Score: Raw -3333969.449017 + Penalty 5004.150104 = -3328965.298912
  nChanged 876
		SP:Iteration 12Q (8778.790000 sec): 3 clusters
  Score: Raw -3334424.191196 + Penalty 5004.150104 = -3329420.041091
  nChanged 831
		SP:Iteration 13Q (8778.870000 sec): 3 clusters
  Score: Raw -3334849.142076 + Penalty 5004.150104 = -3329844.991972
  nChanged 699
		SP:Iteration 14Q (8778.960000 sec): 3 clusters
  Score: Raw -3335161.558992 + Penalty 5004.150104 = -3330157.408888
  nChanged 581
		SP:Iteration 15Q (8779.050000 sec): 3 clusters
  Score: Raw -3335393.890749 + Penalty 5004.150104 = -3330389.740644
  nChanged 487
		SP:Iteration 16Q (8779.130000 sec): 3 clusters
  Score: Raw -3335568.644323 + Penalty 5004.150104 = -3330564.494219
  nChanged 394
		SP:Iteration 17Q (8779.210000 sec): 3 clusters
  Score: Raw -3335681.768265 + Penalty 5004.150104 = -3330677.618161
  nChanged 358
		SP:Iteration 18Q (8779.290000 sec): 3 clusters
  Score: Raw -3335793.773050 + Penalty 5004.150104 = -3330789.622945
  nChanged 339
		SP:Iteration 19Q (8779.370000 sec): 3 clusters
  Score: Raw -3335912.101874 + Penalty 5004.150104 = -3330907.951770
  nChanged 329
		SP:Iteration 20F (8779.460000 sec): 3 clusters
  Score: Raw -3336019.993229 + Penalty 5004.150104 = -3331015.843125
  nChanged 320
		SP:Iteration 21Q (8779.540000 sec): 3 clusters
  Score: Raw -3336123.950170 + Penalty 5004.150104 = -3331119.800066
  nChanged 308
		SP:Iteration 22Q (8779.630000 sec): 3 clusters
  Score: Raw -3336227.261321 + Penalty 5004.150104 = -3331223.111216
  nChanged 293
		SP:Iteration 23Q (8779.710000 sec): 3 clusters
  Score: Raw -3336319.371907 + Penalty 5004.150104 = -3331315.221802
  nChanged 284
		SP:Iteration 24Q (8779.790000 sec): 3 clusters
  Score: Raw -3336404.707665 + Penalty 5004.150104 = -3331400.557561
  nChanged 301
		SP:Iteration 25Q (8779.870000 sec): 3 clusters
  Score: Raw -3336506.397753 + Penalty 5004.150104 = -3331502.247649
  nChanged 300
		SP:Iteration 26Q (8779.950000 sec): 3 clusters
  Score: Raw -3336607.963082 + Penalty 5004.150104 = -3331603.812978
  nChanged 309
		SP:Iteration 27Q (8780.030000 sec): 3 clusters
  Score: Raw -3336715.021493 + Penalty 5004.150104 = -3331710.871389
  nChanged 307
		SP:Iteration 28Q (8780.110000 sec): 3 clusters
  Score: Raw -3336827.252357 + Penalty 5004.150104 = -3331823.102253
  nChanged 300
		SP:Iteration 29Q (8780.190000 sec): 3 clusters
  Score: Raw -3336946.568316 + Penalty 5004.150104 = -3331942.418212
  nChanged 319
		SP:Iteration 30Q (8780.270000 sec): 3 clusters
  Score: Raw -3337079.909299 + Penalty 5004.150104 = -3332075.759195
  nChanged 318
		SP:Iteration 31Q (8780.340000 sec): 3 clusters
  Score: Raw -3337211.467591 + Penalty 5004.150104 = -3332207.317487
  nChanged 318
		SP:Iteration 32Q (8780.420000 sec): 3 clusters
  Score: Raw -3337345.331173 + Penalty 5004.150104 = -3332341.181069
  nChanged 291
		SP:Iteration 33Q (8780.490000 sec): 3 clusters
  Score: Raw -3337468.040369 + Penalty 5004.150104 = -3332463.890265
  nChanged 257
		SP:Iteration 34Q (8780.570000 sec): 3 clusters
  Score: Raw -3337574.074061 + Penalty 5004.150104 = -3332569.923957
  nChanged 238
		SP:Iteration 35Q (8780.640000 sec): 3 clusters
  Score: Raw -3337667.000052 + Penalty 5004.150104 = -3332662.849947
  nChanged 237
		SP:Iteration 36Q (8780.710000 sec): 3 clusters
  Score: Raw -3337785.737422 + Penalty 5004.150104 = -3332781.587318
  nChanged 215
		SP:Iteration 37Q (8780.790000 sec): 3 clusters
  Score: Raw -3337902.995546 + Penalty 5004.150104 = -3332898.845442
  nChanged 216
		SP:Iteration 38Q (8780.850000 sec): 3 clusters
  Score: Raw -3338006.166053 + Penalty 5004.150104 = -3333002.015949
  nChanged 186
		SP:Iteration 39Q (8780.930000 sec): 3 clusters
  Score: Raw -3338084.265528 + Penalty 5004.150104 = -3333080.115424
  nChanged 152
		SP:Iteration 40F (8781.010000 sec): 3 clusters
  Score: Raw -3338151.989323 + Penalty 5004.150104 = -3333147.839219
  nChanged 127
		SP:Iteration 41Q (8781.080000 sec): 3 clusters
  Score: Raw -3338202.631174 + Penalty 5004.150104 = -3333198.481070
  nChanged 118
		SP:Iteration 42Q (8781.150000 sec): 3 clusters
  Score: Raw -3338249.825499 + Penalty 5004.150104 = -3333245.675395
  nChanged 105
		SP:Iteration 43Q (8781.210000 sec): 3 clusters
  Score: Raw -3338288.676222 + Penalty 5004.150104 = -3333284.526118
  nChanged 95
		SP:Iteration 44Q (8781.280000 sec): 3 clusters
  Score: Raw -3338321.757131 + Penalty 5004.150104 = -3333317.607027
  nChanged 77
		SP:Iteration 45Q (8781.350000 sec): 3 clusters
  Score: Raw -3338353.194794 + Penalty 5004.150104 = -3333349.044690
  nChanged 65
		SP:Iteration 46Q (8781.420000 sec): 3 clusters
  Score: Raw -3338379.688835 + Penalty 5004.150104 = -3333375.538731
  nChanged 70
		SP:Iteration 47Q (8781.480000 sec): 3 clusters
  Score: Raw -3338403.835904 + Penalty 5004.150104 = -3333399.685800
  nChanged 62
		SP:Iteration 48Q (8781.550000 sec): 3 clusters
  Score: Raw -3338426.919947 + Penalty 5004.150104 = -3333422.769843
  nChanged 51
		SP:Iteration 49Q (8781.610000 sec): 3 clusters
  Score: Raw -3338446.392052 + Penalty 5004.150104 = -3333442.241947
  nChanged 52
		SP:Iteration 50Q (8781.680000 sec): 3 clusters
  Score: Raw -3338466.892489 + Penalty 5004.150104 = -3333462.742385
  nChanged 39
		SP:Iteration 51Q (8781.750000 sec): 3 clusters
  Score: Raw -3338480.407164 + Penalty 5004.150104 = -3333476.257060
  nChanged 32
		SP:Iteration 52Q (8781.810000 sec): 3 clusters
  Score: Raw -3338492.133097 + Penalty 5004.150104 = -3333487.982992
  nChanged 34
		SP:Iteration 53Q (8781.870000 sec): 3 clusters
  Score: Raw -3338503.275990 + Penalty 5004.150104 = -3333499.125886
  nChanged 28
		SP:Iteration 54Q (8781.940000 sec): 3 clusters
  Score: Raw -3338512.838177 + Penalty 5004.150104 = -3333508.688073
  nChanged 31
		SP:Iteration 55Q (8782.010000 sec): 3 clusters
  Score: Raw -3338523.620760 + Penalty 5004.150104 = -3333519.470656
  nChanged 27
		SP:Iteration 56Q (8782.070000 sec): 3 clusters
  Score: Raw -3338533.278947 + Penalty 5004.150104 = -3333529.128842
  nChanged 25
		SP:Iteration 57Q (8782.140000 sec): 3 clusters
  Score: Raw -3338542.344653 + Penalty 5004.150104 = -3333538.194549
  nChanged 24
		SP:Iteration 58Q (8782.200000 sec): 3 clusters
  Score: Raw -3338549.209841 + Penalty 5004.150104 = -3333545.059736
  nChanged 15
		SP:Iteration 59Q (8782.270000 sec): 3 clusters
  Score: Raw -3338553.194159 + Penalty 5004.150104 = -3333549.044054
  nChanged 12
		SP:Iteration 60F (8782.350000 sec): 3 clusters
  Score: Raw -3338557.661460 + Penalty 5004.150104 = -3333553.511356
  nChanged 12
		SP:Iteration 61Q (8782.420000 sec): 3 clusters
  Score: Raw -3338560.933218 + Penalty 5004.150104 = -3333556.783114
  nChanged 6
		SP:Iteration 62Q (8782.490000 sec): 3 clusters
  Score: Raw -3338562.388609 + Penalty 5004.150104 = -3333558.238504
  nChanged 5
		SP:Iteration 63Q (8782.550000 sec): 3 clusters
  Score: Raw -3338564.631573 + Penalty 5004.150104 = -3333560.481469
  nChanged 5
		SP:Iteration 64Q (8782.620000 sec): 3 clusters
  Score: Raw -3338567.631151 + Penalty 5004.150104 = -3333563.481047
  nChanged 14
		SP:Iteration 65Q (8782.690000 sec): 3 clusters
  Score: Raw -3338573.700011 + Penalty 5004.150104 = -3333569.549907
  nChanged 13
		SP:Iteration 66Q (8782.760000 sec): 3 clusters
  Score: Raw -3338577.840803 + Penalty 5004.150104 = -3333573.690699
  nChanged 8
		SP:Iteration 67Q (8782.820000 sec): 3 clusters
  Score: Raw -3338581.837539 + Penalty 5004.150104 = -3333577.687435
  nChanged 8
		SP:Iteration 68Q (8782.880000 sec): 3 clusters
  Score: Raw -3338585.272881 + Penalty 5004.150104 = -3333581.122777
  nChanged 6
		SP:Iteration 69Q (8782.950000 sec): 3 clusters
  Score: Raw -3338587.390694 + Penalty 5004.150104 = -3333583.240590
  nChanged 10
		SP:Iteration 70Q (8783.010000 sec): 3 clusters
  Score: Raw -3338591.532977 + Penalty 5004.150104 = -3333587.382873
  nChanged 12
		SP:Iteration 71Q (8783.070000 sec): 3 clusters
  Score: Raw -3338596.568550 + Penalty 5004.150104 = -3333592.418446
  nChanged 10
		SP:Iteration 72Q (8783.140000 sec): 3 clusters
  Score: Raw -3338600.606640 + Penalty 5004.150104 = -3333596.456536
  nChanged 11
		SP:Iteration 73Q (8783.200000 sec): 3 clusters
  Score: Raw -3338603.473369 + Penalty 5004.150104 = -3333599.323265
  nChanged 7
		SP:Iteration 74Q (8783.270000 sec): 3 clusters
  Score: Raw -3338605.149367 + Penalty 5004.150104 = -3333600.999263
  nChanged 6
		SP:Iteration 75Q (8783.330000 sec): 3 clusters
  Score: Raw -3338607.757887 + Penalty 5004.150104 = -3333603.607782
  nChanged 7
		SP:Iteration 76Q (8783.390000 sec): 3 clusters
  Score: Raw -3338610.341317 + Penalty 5004.150104 = -3333606.191212
  nChanged 14
		SP:Iteration 77Q (8783.460000 sec): 3 clusters
  Score: Raw -3338616.669751 + Penalty 5004.150104 = -3333612.519646
  nChanged 17
		SP:Iteration 78Q (8783.520000 sec): 3 clusters
  Score: Raw -3338623.672477 + Penalty 5004.150104 = -3333619.522373
  nChanged 7
		SP:Iteration 79Q (8783.590000 sec): 3 clusters
  Score: Raw -3338626.357524 + Penalty 5004.150104 = -3333622.207420
  nChanged 6
		SP:Iteration 80F (8783.670000 sec): 3 clusters
  Score: Raw -3338628.648394 + Penalty 5004.150104 = -3333624.498289
  nChanged 6
		SP:Iteration 81Q (8783.730000 sec): 3 clusters
  Score: Raw -3338630.155954 + Penalty 5004.150104 = -3333626.005850
  nChanged 6
		SP:Iteration 82Q (8783.790000 sec): 3 clusters
  Score: Raw -3338632.354020 + Penalty 5004.150104 = -3333628.203916
  nChanged 9
		SP:Iteration 83Q (8783.860000 sec): 3 clusters
  Score: Raw -3338635.238618 + Penalty 5004.150104 = -3333631.088514
  nChanged 4
		SP:Iteration 84Q (8783.920000 sec): 3 clusters
  Score: Raw -3338636.273751 + Penalty 5004.150104 = -3333632.123647
  nChanged 6
		SP:Iteration 85Q (8783.990000 sec): 3 clusters
  Score: Raw -3338637.798988 + Penalty 5004.150104 = -3333633.648884
  nChanged 5
		SP:Iteration 86Q (8784.050000 sec): 3 clusters
  Score: Raw -3338639.133402 + Penalty 5004.150104 = -3333634.983298
  nChanged 4
		SP:Iteration 87Q (8784.110000 sec): 3 clusters
  Score: Raw -3338640.518397 + Penalty 5004.150104 = -3333636.368293
  nChanged 5
		SP:Iteration 88Q (8784.180000 sec): 3 clusters
  Score: Raw -3338642.321430 + Penalty 5004.150104 = -3333638.171325
  nChanged 4
		SP:Iteration 89Q (8784.240000 sec): 3 clusters
  Score: Raw -3338643.996222 + Penalty 5004.150104 = -3333639.846118
  nChanged 4
		SP:Iteration 90Q (8784.300000 sec): 3 clusters
  Score: Raw -3338645.358393 + Penalty 5004.150104 = -3333641.208289
  nChanged 2
		SP:Iteration 91Q (8784.370000 sec): 3 clusters
  Score: Raw -3338646.256074 + Penalty 5004.150104 = -3333642.105970
  nChanged 4
		SP:Iteration 92Q (8784.430000 sec): 3 clusters
  Score: Raw -3338647.632550 + Penalty 5004.150104 = -3333643.482446
  nChanged 1
		SP:Iteration 93Q (8784.490000 sec): 3 clusters
  Score: Raw -3338647.835441 + Penalty 5004.150104 = -3333643.685337
  nChanged 1
		SP:Iteration 94Q (8784.560000 sec): 3 clusters
  Score: Raw -3338648.139951 + Penalty 5004.150104 = -3333643.989847
  nChanged 2
		SP:Iteration 95Q (8784.620000 sec): 3 clusters
  Score: Raw -3338648.662753 + Penalty 5004.150104 = -3333644.512649
  nChanged 0
		SP:Iteration 96F (8784.710000 sec): 3 clusters
  Score: Raw -3338648.662753 + Penalty 5004.150104 = -3333644.512649
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8784.730000 sec): 2 clusters
  Score: Raw -494000.591510 + Penalty 2019.015069 = -491981.576441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8784.740000 sec): 3 clusters
  Score: Raw -492534.210758 + Penalty 4038.030138 = -488496.180620
  nChanged 1252
		SP:Iteration 1F (8784.750000 sec): 3 clusters
  Score: Raw -493346.653952 + Penalty 4038.030138 = -489308.623815
  nChanged 258
		SP:Iteration 2F (8784.760000 sec): 3 clusters
  Score: Raw -493552.981891 + Penalty 4038.030138 = -489514.951754
  nChanged 191
		SP:Iteration 3F (8784.770000 sec): 3 clusters
  Score: Raw -493672.547121 + Penalty 4038.030138 = -489634.516983
  nChanged 122
		SP:Iteration 4Q (8784.790000 sec): 3 clusters
  Score: Raw -493746.826355 + Penalty 4038.030138 = -489708.796218
  nChanged 96
		SP:Iteration 5Q (8784.800000 sec): 3 clusters
  Score: Raw -493804.355962 + Penalty 4038.030138 = -489766.325824
  nChanged 91
		SP:Iteration 6Q (8784.810000 sec): 3 clusters
  Score: Raw -493863.279437 + Penalty 4038.030138 = -489825.249299
  nChanged 95
		SP:Iteration 7Q (8784.820000 sec): 3 clusters
  Score: Raw -493933.024863 + Penalty 4038.030138 = -489894.994725
  nChanged 95
		SP:Iteration 8Q (8784.830000 sec): 3 clusters
  Score: Raw -493998.959272 + Penalty 4038.030138 = -489960.929134
  nChanged 84
		SP:Iteration 9Q (8784.850000 sec): 3 clusters
  Score: Raw -494047.340359 + Penalty 4038.030138 = -490009.310222
  nChanged 62
		SP:Iteration 10Q (8784.860000 sec): 3 clusters
  Score: Raw -494084.068247 + Penalty 4038.030138 = -490046.038109
  nChanged 62
		SP:Iteration 11Q (8784.870000 sec): 3 clusters
  Score: Raw -494126.783989 + Penalty 4038.030138 = -490088.753851
  nChanged 63
		SP:Iteration 12Q (8784.880000 sec): 3 clusters
  Score: Raw -494165.913469 + Penalty 4038.030138 = -490127.883331
  nChanged 43
		SP:Iteration 13Q (8784.890000 sec): 3 clusters
  Score: Raw -494192.017255 + Penalty 4038.030138 = -490153.987117
  nChanged 44
		SP:Iteration 14Q (8784.910000 sec): 3 clusters
  Score: Raw -494218.221668 + Penalty 4038.030138 = -490180.191530
  nChanged 36
		SP:Iteration 15Q (8784.910000 sec): 3 clusters
  Score: Raw -494240.977826 + Penalty 4038.030138 = -490202.947688
  nChanged 39
		SP:Iteration 16Q (8784.930000 sec): 3 clusters
  Score: Raw -494264.842940 + Penalty 4038.030138 = -490226.812803
  nChanged 39
		SP:Iteration 17Q (8784.940000 sec): 3 clusters
  Score: Raw -494292.998286 + Penalty 4038.030138 = -490254.968148
  nChanged 47
		SP:Iteration 18Q (8784.950000 sec): 3 clusters
  Score: Raw -494332.364326 + Penalty 4038.030138 = -490294.334188
  nChanged 50
		SP:Iteration 19Q (8784.960000 sec): 3 clusters
  Score: Raw -494369.261491 + Penalty 4038.030138 = -490331.231353
  nChanged 40
		SP:Iteration 20F (8784.970000 sec): 3 clusters
  Score: Raw -494411.364049 + Penalty 4038.030138 = -490373.333912
  nChanged 46
		SP:Iteration 21Q (8784.990000 sec): 3 clusters
  Score: Raw -494451.999749 + Penalty 4038.030138 = -490413.969612
  nChanged 58
		SP:Iteration 22Q (8785.000000 sec): 3 clusters
  Score: Raw -494498.322200 + Penalty 4038.030138 = -490460.292062
  nChanged 65
		SP:Iteration 23Q (8785.010000 sec): 3 clusters
  Score: Raw -494556.417773 + Penalty 4038.030138 = -490518.387636
  nChanged 63
		SP:Iteration 24Q (8785.020000 sec): 3 clusters
  Score: Raw -494628.369917 + Penalty 4038.030138 = -490590.339780
  nChanged 65
		SP:Iteration 25Q (8785.030000 sec): 3 clusters
  Score: Raw -494696.098692 + Penalty 4038.030138 = -490658.068555
  nChanged 62
		SP:Iteration 26Q (8785.050000 sec): 3 clusters
  Score: Raw -494756.338111 + Penalty 4038.030138 = -490718.307973
  nChanged 63
		SP:Iteration 27Q (8785.060000 sec): 3 clusters
  Score: Raw -494821.462962 + Penalty 4038.030138 = -490783.432824
  nChanged 65
		SP:Iteration 28Q (8785.070000 sec): 3 clusters
  Score: Raw -494879.844497 + Penalty 4038.030138 = -490841.814360
  nChanged 54
		SP:Iteration 29Q (8785.080000 sec): 3 clusters
  Score: Raw -494924.118050 + Penalty 4038.030138 = -490886.087912
  nChanged 54
		SP:Iteration 30Q (8785.090000 sec): 3 clusters
  Score: Raw -494964.804519 + Penalty 4038.030138 = -490926.774382
  nChanged 53
		SP:Iteration 31Q (8785.100000 sec): 3 clusters
  Score: Raw -495014.336704 + Penalty 4038.030138 = -490976.306567
  nChanged 67
		SP:Iteration 32Q (8785.110000 sec): 3 clusters
  Score: Raw -495088.494367 + Penalty 4038.030138 = -491050.464230
  nChanged 73
		SP:Iteration 33Q (8785.120000 sec): 3 clusters
  Score: Raw -495173.402346 + Penalty 4038.030138 = -491135.372209
  nChanged 66
		SP:Iteration 34Q (8785.130000 sec): 3 clusters
  Score: Raw -495247.203790 + Penalty 4038.030138 = -491209.173653
  nChanged 69
		SP:Iteration 35Q (8785.150000 sec): 3 clusters
  Score: Raw -495314.428868 + Penalty 4038.030138 = -491276.398731
  nChanged 54
		SP:Iteration 36Q (8785.150000 sec): 3 clusters
  Score: Raw -495360.090227 + Penalty 4038.030138 = -491322.060089
  nChanged 50
		SP:Iteration 37Q (8785.170000 sec): 3 clusters
  Score: Raw -495404.630290 + Penalty 4038.030138 = -491366.600152
  nChanged 37
		SP:Iteration 38Q (8785.170000 sec): 3 clusters
  Score: Raw -495430.527793 + Penalty 4038.030138 = -491392.497655
  nChanged 37
		SP:Iteration 39Q (8785.190000 sec): 3 clusters
  Score: Raw -495462.535915 + Penalty 4038.030138 = -491424.505777
  nChanged 33
		SP:Iteration 40F (8785.200000 sec): 3 clusters
  Score: Raw -495497.049708 + Penalty 4038.030138 = -491459.019570
  nChanged 39
		SP:Iteration 41Q (8785.210000 sec): 3 clusters
  Score: Raw -495524.742768 + Penalty 4038.030138 = -491486.712630
  nChanged 38
		SP:Iteration 42Q (8785.220000 sec): 3 clusters
  Score: Raw -495554.420866 + Penalty 4038.030138 = -491516.390728
  nChanged 33
		SP:Iteration 43Q (8785.230000 sec): 3 clusters
  Score: Raw -495576.148669 + Penalty 4038.030138 = -491538.118532
  nChanged 31
		SP:Iteration 44Q (8785.240000 sec): 3 clusters
  Score: Raw -495593.741651 + Penalty 4038.030138 = -491555.711514
  nChanged 29
		SP:Iteration 45Q (8785.250000 sec): 3 clusters
  Score: Raw -495610.548239 + Penalty 4038.030138 = -491572.518101
  nChanged 31
		SP:Iteration 46Q (8785.260000 sec): 3 clusters
  Score: Raw -495633.381065 + Penalty 4038.030138 = -491595.350928
  nChanged 39
		SP:Iteration 47Q (8785.270000 sec): 3 clusters
  Score: Raw -495661.770294 + Penalty 4038.030138 = -491623.740156
  nChanged 28
		SP:Iteration 48Q (8785.280000 sec): 3 clusters
  Score: Raw -495679.883610 + Penalty 4038.030138 = -491641.853472
  nChanged 21
		SP:Iteration 49Q (8785.290000 sec): 3 clusters
  Score: Raw -495689.617563 + Penalty 4038.030138 = -491651.587426
  nChanged 13
		SP:Iteration 50Q (8785.290000 sec): 3 clusters
  Score: Raw -495696.370054 + Penalty 4038.030138 = -491658.339916
  nChanged 12
		SP:Iteration 51Q (8785.310000 sec): 3 clusters
  Score: Raw -495701.216185 + Penalty 4038.030138 = -491663.186048
  nChanged 7
		SP:Iteration 52Q (8785.310000 sec): 3 clusters
  Score: Raw -495703.901322 + Penalty 4038.030138 = -491665.871185
  nChanged 3
		SP:Iteration 53Q (8785.330000 sec): 3 clusters
  Score: Raw -495704.769359 + Penalty 4038.030138 = -491666.739221
  nChanged 7
		SP:Iteration 54Q (8785.330000 sec): 3 clusters
  Score: Raw -495707.382615 + Penalty 4038.030138 = -491669.352477
  nChanged 3
		SP:Iteration 55Q (8785.340000 sec): 3 clusters
  Score: Raw -495708.757104 + Penalty 4038.030138 = -491670.726967
  nChanged 4
		SP:Iteration 56Q (8785.350000 sec): 3 clusters
  Score: Raw -495710.113213 + Penalty 4038.030138 = -491672.083076
  nChanged 2
		SP:Iteration 57Q (8785.360000 sec): 3 clusters
  Score: Raw -495711.068061 + Penalty 4038.030138 = -491673.037923
  nChanged 2
		SP:Iteration 58Q (8785.370000 sec): 3 clusters
  Score: Raw -495711.896488 + Penalty 4038.030138 = -491673.866350
  nChanged 2
		SP:Iteration 59Q (8785.380000 sec): 3 clusters
  Score: Raw -495712.595184 + Penalty 4038.030138 = -491674.565047
  nChanged 2
		SP:Iteration 60F (8785.390000 sec): 3 clusters
  Score: Raw -495713.767951 + Penalty 4038.030138 = -491675.737813
  nChanged 3
		SP:Iteration 61Q (8785.400000 sec): 3 clusters
  Score: Raw -495714.323988 + Penalty 4038.030138 = -491676.293850
  nChanged 3
		SP:Iteration 62Q (8785.410000 sec): 3 clusters
  Score: Raw -495715.759532 + Penalty 4038.030138 = -491677.729395
  nChanged 2
		SP:Iteration 63Q (8785.420000 sec): 3 clusters
  Score: Raw -495717.069447 + Penalty 4038.030138 = -491679.039310
  nChanged 1
		SP:Iteration 64Q (8785.430000 sec): 3 clusters
  Score: Raw -495717.600718 + Penalty 4038.030138 = -491679.570581
  nChanged 2
		SP:Iteration 65Q (8785.440000 sec): 3 clusters
  Score: Raw -495718.055380 + Penalty 4038.030138 = -491680.025242
  nChanged 3
		SP:Iteration 66Q (8785.450000 sec): 3 clusters
  Score: Raw -495719.581400 + Penalty 4038.030138 = -491681.551262
  nChanged 1
		SP:Iteration 67Q (8785.460000 sec): 3 clusters
  Score: Raw -495720.002440 + Penalty 4038.030138 = -491681.972303
  nChanged 4
		SP:Iteration 68Q (8785.470000 sec): 3 clusters
  Score: Raw -495722.597957 + Penalty 4038.030138 = -491684.567820
  nChanged 7
		SP:Iteration 69Q (8785.480000 sec): 3 clusters
  Score: Raw -495726.421646 + Penalty 4038.030138 = -491688.391508
  nChanged 7
		SP:Iteration 70Q (8785.490000 sec): 3 clusters
  Score: Raw -495729.260885 + Penalty 4038.030138 = -491691.230747
  nChanged 3
		SP:Iteration 71Q (8785.500000 sec): 3 clusters
  Score: Raw -495730.269484 + Penalty 4038.030138 = -491692.239346
  nChanged 2
		SP:Iteration 72Q (8785.510000 sec): 3 clusters
  Score: Raw -495730.660404 + Penalty 4038.030138 = -491692.630267
  nChanged 0
		SP:Iteration 73F (8785.520000 sec): 3 clusters
  Score: Raw -495730.660404 + Penalty 4038.030138 = -491692.630267
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8785.530000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8785.530000 sec): 3 clusters
  Score: Raw -126974.881610 + Penalty 3350.283633 = -123624.597976
  nChanged 197
		SP:Iteration 1F (8785.530000 sec): 3 clusters
  Score: Raw -127257.424839 + Penalty 3350.283633 = -123907.141206
  nChanged 52
		SP:Iteration 2F (8785.530000 sec): 3 clusters
  Score: Raw -127361.262007 + Penalty 3350.283633 = -124010.978374
  nChanged 28
		SP:Iteration 3Q (8785.540000 sec): 3 clusters
  Score: Raw -127402.191591 + Penalty 3350.283633 = -124051.907957
  nChanged 12
		SP:Iteration 4Q (8785.540000 sec): 3 clusters
  Score: Raw -127417.438287 + Penalty 3350.283633 = -124067.154653
  nChanged 9
		SP:Iteration 5Q (8785.550000 sec): 3 clusters
  Score: Raw -127432.737442 + Penalty 3350.283633 = -124082.453809
  nChanged 9
		SP:Iteration 6Q (8785.550000 sec): 3 clusters
  Score: Raw -127443.861294 + Penalty 3350.283633 = -124093.577660
  nChanged 6
		SP:Iteration 7Q (8785.550000 sec): 3 clusters
  Score: Raw -127450.636352 + Penalty 3350.283633 = -124100.352718
  nChanged 5
		SP:Iteration 8Q (8785.550000 sec): 3 clusters
  Score: Raw -127457.555555 + Penalty 3350.283633 = -124107.271921
  nChanged 4
		SP:Iteration 9Q (8785.550000 sec): 3 clusters
  Score: Raw -127461.791984 + Penalty 3350.283633 = -124111.508350
  nChanged 1
		SP:Iteration 10Q (8785.560000 sec): 3 clusters
  Score: Raw -127465.504321 + Penalty 3350.283633 = -124115.220688
  nChanged 1
		SP:Iteration 11Q (8785.560000 sec): 3 clusters
  Score: Raw -127467.010353 + Penalty 3350.283633 = -124116.726720
  nChanged 1
		SP:Iteration 12Q (8785.570000 sec): 3 clusters
  Score: Raw -127470.630910 + Penalty 3350.283633 = -124120.347277
  nChanged 3
		SP:Iteration 13Q (8785.570000 sec): 3 clusters
  Score: Raw -127472.991745 + Penalty 3350.283633 = -124122.708111
  nChanged 0
		SP:Iteration 14F (8785.570000 sec): 3 clusters
  Score: Raw -127472.991745 + Penalty 3350.283633 = -124122.708111
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8785.570000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8785.570000 sec): 3 clusters
  Score: Raw -33646.254566 + Penalty 2756.186719 = -30890.067847
  nChanged 29
		SP:Iteration 1F (8785.570000 sec): 3 clusters
  Score: Raw -33741.567217 + Penalty 2756.186719 = -30985.380498
  nChanged 6
		SP:Iteration 2Q (8785.570000 sec): 3 clusters
  Score: Raw -33767.979039 + Penalty 2756.186719 = -31011.792320
  nChanged 2
		SP:Iteration 3Q (8785.580000 sec): 3 clusters
  Score: Raw -33774.344479 + Penalty 2756.186719 = -31018.157760
  nChanged 2
		SP:Iteration 4Q (8785.580000 sec): 3 clusters
  Score: Raw -33776.935076 + Penalty 2756.186719 = -31020.748357
  nChanged 2
		SP:Iteration 5Q (8785.580000 sec): 3 clusters
  Score: Raw -33782.605085 + Penalty 2756.186719 = -31026.418366
  nChanged 4
		SP:Iteration 6Q (8785.580000 sec): 3 clusters
  Score: Raw -33799.841171 + Penalty 2756.186719 = -31043.654452
  nChanged 4
		SP:Iteration 7Q (8785.580000 sec): 3 clusters
  Score: Raw -33815.151545 + Penalty 2756.186719 = -31058.964827
  nChanged 4
		SP:Iteration 8Q (8785.580000 sec): 3 clusters
  Score: Raw -33852.165753 + Penalty 2756.186719 = -31095.979035
  nChanged 4
		SP:Iteration 9Q (8785.580000 sec): 3 clusters
  Score: Raw -33876.250973 + Penalty 2756.186719 = -31120.064255
  nChanged 2
		SP:Iteration 10Q (8785.580000 sec): 3 clusters
  Score: Raw -33885.805993 + Penalty 2756.186719 = -31129.619275
  nChanged 1
		SP:Iteration 11Q (8785.580000 sec): 3 clusters
  Score: Raw -33890.535885 + Penalty 2756.186719 = -31134.349167
  nChanged 1
		SP:Iteration 12Q (8785.590000 sec): 3 clusters
  Score: Raw -33896.272636 + Penalty 2756.186719 = -31140.085918
  nChanged 0
		SP:Iteration 13F (8785.590000 sec): 3 clusters
  Score: Raw -33896.272636 + Penalty 2756.186719 = -31140.085918
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8785.630000 sec): 2 clusters
  Score: Raw -2059139.694813 + Penalty 2363.951249 = -2056775.743564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8785.680000 sec): 3 clusters
  Score: Raw -2051309.200339 + Penalty 4727.902497 = -2046581.297841
  nChanged 5954
		SP:Iteration 1F (8785.730000 sec): 3 clusters
  Score: Raw -2054533.329156 + Penalty 4727.902497 = -2049805.426658
  nChanged 886
		SP:Iteration 2F (8785.780000 sec): 3 clusters
  Score: Raw -2054911.141550 + Penalty 4727.902497 = -2050183.239053
  nChanged 702
		SP:Iteration 3F (8785.830000 sec): 3 clusters
  Score: Raw -2055201.990665 + Penalty 4727.902497 = -2050474.088168
  nChanged 612
		SP:Iteration 4Q (8785.880000 sec): 3 clusters
  Score: Raw -2055477.292367 + Penalty 4727.902497 = -2050749.389869
  nChanged 576
		SP:Iteration 5Q (8785.930000 sec): 3 clusters
  Score: Raw -2055745.780321 + Penalty 4727.902497 = -2051017.877824
  nChanged 535
		SP:Iteration 6Q (8785.970000 sec): 3 clusters
  Score: Raw -2056021.621163 + Penalty 4727.902497 = -2051293.718666
  nChanged 544
		SP:Iteration 7Q (8786.020000 sec): 3 clusters
  Score: Raw -2056333.586387 + Penalty 4727.902497 = -2051605.683889
  nChanged 583
		SP:Iteration 8Q (8786.070000 sec): 3 clusters
  Score: Raw -2056720.057914 + Penalty 4727.902497 = -2051992.155416
  nChanged 626
		SP:Iteration 9Q (8786.120000 sec): 3 clusters
  Score: Raw -2057167.183606 + Penalty 4727.902497 = -2052439.281108
  nChanged 550
		SP:Iteration 10Q (8786.170000 sec): 3 clusters
  Score: Raw -2057560.533513 + Penalty 4727.902497 = -2052832.631016
  nChanged 516
		SP:Iteration 11Q (8786.210000 sec): 3 clusters
  Score: Raw -2057895.982265 + Penalty 4727.902497 = -2053168.079768
  nChanged 412
		SP:Iteration 12Q (8786.260000 sec): 3 clusters
  Score: Raw -2058171.197006 + Penalty 4727.902497 = -2053443.294508
  nChanged 357
		SP:Iteration 13Q (8786.310000 sec): 3 clusters
  Score: Raw -2058416.374344 + Penalty 4727.902497 = -2053688.471847
  nChanged 293
		SP:Iteration 14Q (8786.350000 sec): 3 clusters
  Score: Raw -2058589.920833 + Penalty 4727.902497 = -2053862.018336
  nChanged 241
		SP:Iteration 15Q (8786.390000 sec): 3 clusters
  Score: Raw -2058730.472864 + Penalty 4727.902497 = -2054002.570366
  nChanged 190
		SP:Iteration 16Q (8786.430000 sec): 3 clusters
  Score: Raw -2058833.070055 + Penalty 4727.902497 = -2054105.167557
  nChanged 158
		SP:Iteration 17Q (8786.480000 sec): 3 clusters
  Score: Raw -2058914.072183 + Penalty 4727.902497 = -2054186.169686
  nChanged 143
		SP:Iteration 18Q (8786.520000 sec): 3 clusters
  Score: Raw -2058981.218198 + Penalty 4727.902497 = -2054253.315701
  nChanged 113
		SP:Iteration 19Q (8786.560000 sec): 3 clusters
  Score: Raw -2059026.190950 + Penalty 4727.902497 = -2054298.288452
  nChanged 91
		SP:Iteration 20F (8786.610000 sec): 3 clusters
  Score: Raw -2059068.544105 + Penalty 4727.902497 = -2054340.641608
  nChanged 96
		SP:Iteration 21Q (8786.650000 sec): 3 clusters
  Score: Raw -2059114.253489 + Penalty 4727.902497 = -2054386.350992
  nChanged 90
		SP:Iteration 22Q (8786.690000 sec): 3 clusters
  Score: Raw -2059158.498326 + Penalty 4727.902497 = -2054430.595828
  nChanged 75
		SP:Iteration 23Q (8786.730000 sec): 3 clusters
  Score: Raw -2059191.960090 + Penalty 4727.902497 = -2054464.057593
  nChanged 73
		SP:Iteration 24Q (8786.770000 sec): 3 clusters
  Score: Raw -2059224.413768 + Penalty 4727.902497 = -2054496.511271
  nChanged 65
		SP:Iteration 25Q (8786.800000 sec): 3 clusters
  Score: Raw -2059255.134376 + Penalty 4727.902497 = -2054527.231879
  nChanged 67
		SP:Iteration 26Q (8786.840000 sec): 3 clusters
  Score: Raw -2059285.129306 + Penalty 4727.902497 = -2054557.226808
  nChanged 56
		SP:Iteration 27Q (8786.880000 sec): 3 clusters
  Score: Raw -2059310.964145 + Penalty 4727.902497 = -2054583.061648
  nChanged 55
		SP:Iteration 28Q (8786.920000 sec): 3 clusters
  Score: Raw -2059335.960878 + Penalty 4727.902497 = -2054608.058380
  nChanged 45
		SP:Iteration 29Q (8786.960000 sec): 3 clusters
  Score: Raw -2059360.284310 + Penalty 4727.902497 = -2054632.381812
  nChanged 33
		SP:Iteration 30Q (8787.000000 sec): 3 clusters
  Score: Raw -2059378.530157 + Penalty 4727.902497 = -2054650.627659
  nChanged 37
		SP:Iteration 31Q (8787.030000 sec): 3 clusters
  Score: Raw -2059397.935423 + Penalty 4727.902497 = -2054670.032925
  nChanged 29
		SP:Iteration 32Q (8787.070000 sec): 3 clusters
  Score: Raw -2059411.796450 + Penalty 4727.902497 = -2054683.893953
  nChanged 23
		SP:Iteration 33Q (8787.110000 sec): 3 clusters
  Score: Raw -2059421.791758 + Penalty 4727.902497 = -2054693.889261
  nChanged 20
		SP:Iteration 34Q (8787.150000 sec): 3 clusters
  Score: Raw -2059430.929208 + Penalty 4727.902497 = -2054703.026710
  nChanged 21
		SP:Iteration 35Q (8787.190000 sec): 3 clusters
  Score: Raw -2059440.387634 + Penalty 4727.902497 = -2054712.485136
  nChanged 23
		SP:Iteration 36Q (8787.220000 sec): 3 clusters
  Score: Raw -2059453.827247 + Penalty 4727.902497 = -2054725.924749
  nChanged 30
		SP:Iteration 37Q (8787.260000 sec): 3 clusters
  Score: Raw -2059468.095807 + Penalty 4727.902497 = -2054740.193310
  nChanged 25
		SP:Iteration 38Q (8787.300000 sec): 3 clusters
  Score: Raw -2059480.015710 + Penalty 4727.902497 = -2054752.113213
  nChanged 22
		SP:Iteration 39Q (8787.330000 sec): 3 clusters
  Score: Raw -2059491.593613 + Penalty 4727.902497 = -2054763.691116
  nChanged 20
		SP:Iteration 40F (8787.380000 sec): 3 clusters
  Score: Raw -2059499.079512 + Penalty 4727.902497 = -2054771.177015
  nChanged 6
		SP:Iteration 41Q (8787.420000 sec): 3 clusters
  Score: Raw -2059501.823225 + Penalty 4727.902497 = -2054773.920727
  nChanged 7
		SP:Iteration 42Q (8787.450000 sec): 3 clusters
  Score: Raw -2059505.367639 + Penalty 4727.902497 = -2054777.465142
  nChanged 6
		SP:Iteration 43Q (8787.490000 sec): 3 clusters
  Score: Raw -2059507.329453 + Penalty 4727.902497 = -2054779.426956
  nChanged 3
		SP:Iteration 44Q (8787.530000 sec): 3 clusters
  Score: Raw -2059508.951512 + Penalty 4727.902497 = -2054781.049014
  nChanged 3
		SP:Iteration 45Q (8787.570000 sec): 3 clusters
  Score: Raw -2059510.053058 + Penalty 4727.902497 = -2054782.150561
  nChanged 1
		SP:Iteration 46Q (8787.610000 sec): 3 clusters
  Score: Raw -2059510.404495 + Penalty 4727.902497 = -2054782.501998
  nChanged 2
		SP:Iteration 47Q (8787.640000 sec): 3 clusters
  Score: Raw -2059511.763002 + Penalty 4727.902497 = -2054783.860505
  nChanged 7
		SP:Iteration 48Q (8787.680000 sec): 3 clusters
  Score: Raw -2059514.279419 + Penalty 4727.902497 = -2054786.376921
  nChanged 9
		SP:Iteration 49Q (8787.720000 sec): 3 clusters
  Score: Raw -2059518.279651 + Penalty 4727.902497 = -2054790.377154
  nChanged 6
		SP:Iteration 50Q (8787.760000 sec): 3 clusters
  Score: Raw -2059520.096848 + Penalty 4727.902497 = -2054792.194351
  nChanged 4
		SP:Iteration 51Q (8787.790000 sec): 3 clusters
  Score: Raw -2059521.824885 + Penalty 4727.902497 = -2054793.922388
  nChanged 3
		SP:Iteration 52Q (8787.830000 sec): 3 clusters
  Score: Raw -2059523.365087 + Penalty 4727.902497 = -2054795.462590
  nChanged 0
		SP:Iteration 53F (8787.880000 sec): 3 clusters
  Score: Raw -2059523.365087 + Penalty 4727.902497 = -2054795.462590
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8788.110000 sec): 2 clusters
  Score: Raw -10201756.024203 + Penalty 2765.905493 = -10198990.118710
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8788.370000 sec): 3 clusters
  Score: Raw -10157738.212453 + Penalty 5531.810985 = -10152206.401468
  nChanged 32596
		SP:Iteration 1F (8788.630000 sec): 3 clusters
  Score: Raw -10176482.837969 + Penalty 5531.810985 = -10170951.026984
  nChanged 3370
		SP:Iteration 2Q (8788.890000 sec): 3 clusters
  Score: Raw -10177850.920492 + Penalty 5531.810985 = -10172319.109507
  nChanged 4080
		SP:Iteration 3F (8789.150000 sec): 3 clusters
  Score: Raw -10179960.765781 + Penalty 5531.810985 = -10174428.954796
  nChanged 4949
		SP:Iteration 4F (8789.410000 sec): 3 clusters
  Score: Raw -10183168.423150 + Penalty 5531.810985 = -10177636.612165
  nChanged 5485
		SP:Iteration 5F (8789.660000 sec): 3 clusters
  Score: Raw -10187374.374758 + Penalty 5531.810985 = -10181842.563773
  nChanged 5310
		SP:Iteration 6F (8789.920000 sec): 3 clusters
  Score: Raw -10191789.336070 + Penalty 5531.810985 = -10186257.525085
  nChanged 4501
		SP:Iteration 7F (8790.180000 sec): 3 clusters
  Score: Raw -10195859.788704 + Penalty 5531.810985 = -10190327.977719
  nChanged 3252
		SP:Iteration 8Q (8790.440000 sec): 3 clusters
  Score: Raw -10198808.637953 + Penalty 5531.810985 = -10193276.826968
  nChanged 1947
		SP:Iteration 9Q (8790.680000 sec): 3 clusters
  Score: Raw -10200535.366965 + Penalty 5531.810985 = -10195003.555980
  nChanged 973
		SP:Iteration 10Q (8790.920000 sec): 3 clusters
  Score: Raw -10201338.905283 + Penalty 5531.810985 = -10195807.094298
  nChanged 424
		SP:Iteration 11Q (8791.130000 sec): 3 clusters
  Score: Raw -10201675.445880 + Penalty 5531.810985 = -10196143.634895
  nChanged 204
		SP:Iteration 12Q (8791.330000 sec): 3 clusters
  Score: Raw -10201855.740596 + Penalty 5531.810985 = -10196323.929611
  nChanged 126
		SP:Iteration 13Q (8791.520000 sec): 3 clusters
  Score: Raw -10201962.738946 + Penalty 5531.810985 = -10196430.927961
  nChanged 63
		SP:Iteration 14Q (8791.710000 sec): 3 clusters
  Score: Raw -10202021.956496 + Penalty 5531.810985 = -10196490.145511
  nChanged 43
		SP:Iteration 15Q (8791.900000 sec): 3 clusters
  Score: Raw -10202065.158021 + Penalty 5531.810985 = -10196533.347036
  nChanged 36
		SP:Iteration 16Q (8792.090000 sec): 3 clusters
  Score: Raw -10202101.349739 + Penalty 5531.810985 = -10196569.538754
  nChanged 19
		SP:Iteration 17Q (8792.270000 sec): 3 clusters
  Score: Raw -10202118.397824 + Penalty 5531.810985 = -10196586.586839
  nChanged 11
		SP:Iteration 18Q (8792.460000 sec): 3 clusters
  Score: Raw -10202126.911164 + Penalty 5531.810985 = -10196595.100179
  nChanged 6
		SP:Iteration 19Q (8792.640000 sec): 3 clusters
  Score: Raw -10202133.042201 + Penalty 5531.810985 = -10196601.231216
  nChanged 5
		SP:Iteration 20F (8792.900000 sec): 3 clusters
  Score: Raw -10202137.807120 + Penalty 5531.810985 = -10196605.996135
  nChanged 7
		SP:Iteration 21Q (8793.080000 sec): 3 clusters
  Score: Raw -10202145.049047 + Penalty 5531.810985 = -10196613.238062
  nChanged 8
		SP:Iteration 22Q (8793.260000 sec): 3 clusters
  Score: Raw -10202151.545614 + Penalty 5531.810985 = -10196619.734629
  nChanged 4
		SP:Iteration 23Q (8793.450000 sec): 3 clusters
  Score: Raw -10202156.473148 + Penalty 5531.810985 = -10196624.662163
  nChanged 6
		SP:Iteration 24Q (8793.640000 sec): 3 clusters
  Score: Raw -10202163.395938 + Penalty 5531.810985 = -10196631.584953
  nChanged 8
		SP:Iteration 25Q (8793.820000 sec): 3 clusters
  Score: Raw -10202175.464932 + Penalty 5531.810985 = -10196643.653947
  nChanged 5
		SP:Iteration 26Q (8794.010000 sec): 3 clusters
  Score: Raw -10202178.417185 + Penalty 5531.810985 = -10196646.606200
  nChanged 5
		SP:Iteration 27Q (8794.190000 sec): 3 clusters
  Score: Raw -10202181.901259 + Penalty 5531.810985 = -10196650.090274
  nChanged 3
		SP:Iteration 28Q (8794.370000 sec): 3 clusters
  Score: Raw -10202183.652035 + Penalty 5531.810985 = -10196651.841050
  nChanged 4
		SP:Iteration 29Q (8794.560000 sec): 3 clusters
  Score: Raw -10202188.759269 + Penalty 5531.810985 = -10196656.948284
  nChanged 1
		SP:Iteration 30Q (8794.740000 sec): 3 clusters
  Score: Raw -10202190.686743 + Penalty 5531.810985 = -10196658.875758
  nChanged 2
		SP:Iteration 31Q (8794.920000 sec): 3 clusters
  Score: Raw -10202193.132178 + Penalty 5531.810985 = -10196661.321193
  nChanged 2
		SP:Iteration 32Q (8795.100000 sec): 3 clusters
  Score: Raw -10202195.471168 + Penalty 5531.810985 = -10196663.660183
  nChanged 1
		SP:Iteration 33Q (8795.290000 sec): 3 clusters
  Score: Raw -10202196.437965 + Penalty 5531.810985 = -10196664.626980
  nChanged 0
		SP:Iteration 34F (8795.540000 sec): 3 clusters
  Score: Raw -10202196.437965 + Penalty 5531.810985 = -10196664.626980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8795.580000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8795.590000 sec): 3 clusters
  Score: Raw -385254.617341 + Penalty 3923.652944 = -381330.964397
  nChanged 926
		SP:Iteration 1F (8795.600000 sec): 3 clusters
  Score: Raw -385876.985708 + Penalty 3923.652944 = -381953.332764
  nChanged 216
		SP:Iteration 2F (8795.600000 sec): 3 clusters
  Score: Raw -386034.419999 + Penalty 3923.652944 = -382110.767055
  nChanged 122
		SP:Iteration 3Q (8795.620000 sec): 3 clusters
  Score: Raw -386110.615252 + Penalty 3923.652944 = -382186.962308
  nChanged 72
		SP:Iteration 4Q (8795.620000 sec): 3 clusters
  Score: Raw -386154.482822 + Penalty 3923.652944 = -382230.829878
  nChanged 55
		SP:Iteration 5Q (8795.630000 sec): 3 clusters
  Score: Raw -386187.274875 + Penalty 3923.652944 = -382263.621931
  nChanged 48
		SP:Iteration 6Q (8795.640000 sec): 3 clusters
  Score: Raw -386213.693904 + Penalty 3923.652944 = -382290.040960
  nChanged 31
		SP:Iteration 7Q (8795.650000 sec): 3 clusters
  Score: Raw -386231.746700 + Penalty 3923.652944 = -382308.093756
  nChanged 25
		SP:Iteration 8Q (8795.660000 sec): 3 clusters
  Score: Raw -386245.506926 + Penalty 3923.652944 = -382321.853982
  nChanged 24
		SP:Iteration 9Q (8795.670000 sec): 3 clusters
  Score: Raw -386257.070471 + Penalty 3923.652944 = -382333.417527
  nChanged 22
		SP:Iteration 10Q (8795.680000 sec): 3 clusters
  Score: Raw -386266.087437 + Penalty 3923.652944 = -382342.434493
  nChanged 20
		SP:Iteration 11Q (8795.690000 sec): 3 clusters
  Score: Raw -386275.875997 + Penalty 3923.652944 = -382352.223054
  nChanged 14
		SP:Iteration 12Q (8795.700000 sec): 3 clusters
  Score: Raw -386283.542043 + Penalty 3923.652944 = -382359.889099
  nChanged 12
		SP:Iteration 13Q (8795.710000 sec): 3 clusters
  Score: Raw -386288.510707 + Penalty 3923.652944 = -382364.857763
  nChanged 7
		SP:Iteration 14Q (8795.720000 sec): 3 clusters
  Score: Raw -386291.970481 + Penalty 3923.652944 = -382368.317537
  nChanged 8
		SP:Iteration 15Q (8795.730000 sec): 3 clusters
  Score: Raw -386295.191934 + Penalty 3923.652944 = -382371.538990
  nChanged 4
		SP:Iteration 16Q (8795.740000 sec): 3 clusters
  Score: Raw -386296.697707 + Penalty 3923.652944 = -382373.044763
  nChanged 5
		SP:Iteration 17Q (8795.740000 sec): 3 clusters
  Score: Raw -386299.661522 + Penalty 3923.652944 = -382376.008578
  nChanged 5
		SP:Iteration 18Q (8795.760000 sec): 3 clusters
  Score: Raw -386302.008586 + Penalty 3923.652944 = -382378.355642
  nChanged 3
		SP:Iteration 19Q (8795.760000 sec): 3 clusters
  Score: Raw -386302.608831 + Penalty 3923.652944 = -382378.955887
  nChanged 2
		SP:Iteration 20F (8795.770000 sec): 3 clusters
  Score: Raw -386303.469331 + Penalty 3923.652944 = -382379.816387
  nChanged 2
		SP:Iteration 21Q (8795.780000 sec): 3 clusters
  Score: Raw -386303.895071 + Penalty 3923.652944 = -382380.242128
  nChanged 1
		SP:Iteration 22Q (8795.790000 sec): 3 clusters
  Score: Raw -386304.159741 + Penalty 3923.652944 = -382380.506798
  nChanged 1
		SP:Iteration 23Q (8795.800000 sec): 3 clusters
  Score: Raw -386304.647081 + Penalty 3923.652944 = -382380.994137
  nChanged 2
		SP:Iteration 24Q (8795.810000 sec): 3 clusters
  Score: Raw -386306.135087 + Penalty 3923.652944 = -382382.482143
  nChanged 5
		SP:Iteration 25Q (8795.820000 sec): 3 clusters
  Score: Raw -386307.697533 + Penalty 3923.652944 = -382384.044589
  nChanged 4
		SP:Iteration 26Q (8795.830000 sec): 3 clusters
  Score: Raw -386308.857542 + Penalty 3923.652944 = -382385.204598
  nChanged 3
		SP:Iteration 27Q (8795.840000 sec): 3 clusters
  Score: Raw -386309.600698 + Penalty 3923.652944 = -382385.947755
  nChanged 1
		SP:Iteration 28Q (8795.850000 sec): 3 clusters
  Score: Raw -386309.914883 + Penalty 3923.652944 = -382386.261939
  nChanged 2
		SP:Iteration 29Q (8795.860000 sec): 3 clusters
  Score: Raw -386310.303185 + Penalty 3923.652944 = -382386.650241
  nChanged 1
		SP:Iteration 30Q (8795.870000 sec): 3 clusters
  Score: Raw -386310.427383 + Penalty 3923.652944 = -382386.774439
  nChanged 1
		SP:Iteration 31Q (8795.880000 sec): 3 clusters
  Score: Raw -386310.753870 + Penalty 3923.652944 = -382387.100927
  nChanged 2
		SP:Iteration 32Q (8795.880000 sec): 3 clusters
  Score: Raw -386311.313692 + Penalty 3923.652944 = -382387.660748
  nChanged 3
		SP:Iteration 33Q (8795.900000 sec): 3 clusters
  Score: Raw -386312.562042 + Penalty 3923.652944 = -382388.909099
  nChanged 2
		SP:Iteration 34Q (8795.900000 sec): 3 clusters
  Score: Raw -386313.948985 + Penalty 3923.652944 = -382390.296041
  nChanged 1
		SP:Iteration 35Q (8795.920000 sec): 3 clusters
  Score: Raw -386314.207139 + Penalty 3923.652944 = -382390.554195
  nChanged 1
		SP:Iteration 36Q (8795.920000 sec): 3 clusters
  Score: Raw -386314.528027 + Penalty 3923.652944 = -382390.875084
  nChanged 1
		SP:Iteration 37Q (8795.930000 sec): 3 clusters
  Score: Raw -386314.637164 + Penalty 3923.652944 = -382390.984221
  nChanged 0
		SP:Iteration 38F (8795.940000 sec): 3 clusters
  Score: Raw -386314.637164 + Penalty 3923.652944 = -382390.984221
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8795.950000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8795.950000 sec): 3 clusters
  Score: Raw -168867.316931 + Penalty 3494.272938 = -165373.043993
  nChanged 302
		SP:Iteration 1F (8795.960000 sec): 3 clusters
  Score: Raw -169139.873561 + Penalty 3494.272938 = -165645.600623
  nChanged 72
		SP:Iteration 2F (8795.960000 sec): 3 clusters
  Score: Raw -169218.171854 + Penalty 3494.272938 = -165723.898916
  nChanged 30
		SP:Iteration 3Q (8795.960000 sec): 3 clusters
  Score: Raw -169251.287913 + Penalty 3494.272938 = -165757.014975
  nChanged 21
		SP:Iteration 4Q (8795.970000 sec): 3 clusters
  Score: Raw -169275.307265 + Penalty 3494.272938 = -165781.034327
  nChanged 14
		SP:Iteration 5Q (8795.970000 sec): 3 clusters
  Score: Raw -169288.309109 + Penalty 3494.272938 = -165794.036171
  nChanged 10
		SP:Iteration 6Q (8795.980000 sec): 3 clusters
  Score: Raw -169299.287511 + Penalty 3494.272938 = -165805.014573
  nChanged 7
		SP:Iteration 7Q (8795.980000 sec): 3 clusters
  Score: Raw -169305.054600 + Penalty 3494.272938 = -165810.781662
  nChanged 3
		SP:Iteration 8Q (8795.980000 sec): 3 clusters
  Score: Raw -169306.151767 + Penalty 3494.272938 = -165811.878829
  nChanged 3
		SP:Iteration 9Q (8795.990000 sec): 3 clusters
  Score: Raw -169309.085449 + Penalty 3494.272938 = -165814.812510
  nChanged 4
		SP:Iteration 10Q (8795.990000 sec): 3 clusters
  Score: Raw -169312.938422 + Penalty 3494.272938 = -165818.665484
  nChanged 4
		SP:Iteration 11Q (8796.000000 sec): 3 clusters
  Score: Raw -169317.103309 + Penalty 3494.272938 = -165822.830371
  nChanged 3
		SP:Iteration 12Q (8796.000000 sec): 3 clusters
  Score: Raw -169319.789874 + Penalty 3494.272938 = -165825.516936
  nChanged 4
		SP:Iteration 13Q (8796.000000 sec): 3 clusters
  Score: Raw -169323.573023 + Penalty 3494.272938 = -165829.300085
  nChanged 4
		SP:Iteration 14Q (8796.010000 sec): 3 clusters
  Score: Raw -169328.358306 + Penalty 3494.272938 = -165834.085368
  nChanged 6
		SP:Iteration 15Q (8796.010000 sec): 3 clusters
  Score: Raw -169334.898745 + Penalty 3494.272938 = -165840.625807
  nChanged 7
		SP:Iteration 16Q (8796.020000 sec): 3 clusters
  Score: Raw -169341.378820 + Penalty 3494.272938 = -165847.105882
  nChanged 2
		SP:Iteration 17Q (8796.020000 sec): 3 clusters
  Score: Raw -169344.272707 + Penalty 3494.272938 = -165849.999769
  nChanged 6
		SP:Iteration 18Q (8796.020000 sec): 3 clusters
  Score: Raw -169350.271734 + Penalty 3494.272938 = -165855.998795
  nChanged 4
		SP:Iteration 19Q (8796.030000 sec): 3 clusters
  Score: Raw -169354.957013 + Penalty 3494.272938 = -165860.684075
  nChanged 3
		SP:Iteration 20F (8796.030000 sec): 3 clusters
  Score: Raw -169359.253638 + Penalty 3494.272938 = -165864.980700
  nChanged 2
		SP:Iteration 21Q (8796.040000 sec): 3 clusters
  Score: Raw -169360.931221 + Penalty 3494.272938 = -165866.658283
  nChanged 3
		SP:Iteration 22Q (8796.040000 sec): 3 clusters
  Score: Raw -169367.023728 + Penalty 3494.272938 = -165872.750790
  nChanged 4
		SP:Iteration 23Q (8796.040000 sec): 3 clusters
  Score: Raw -169372.161867 + Penalty 3494.272938 = -165877.888929
  nChanged 2
		SP:Iteration 24Q (8796.050000 sec): 3 clusters
  Score: Raw -169374.715266 + Penalty 3494.272938 = -165880.442328
  nChanged 1
		SP:Iteration 25Q (8796.050000 sec): 3 clusters
  Score: Raw -169375.207863 + Penalty 3494.272938 = -165880.934925
  nChanged 2
		SP:Iteration 26Q (8796.050000 sec): 3 clusters
  Score: Raw -169378.278404 + Penalty 3494.272938 = -165884.005466
  nChanged 1
		SP:Iteration 27Q (8796.060000 sec): 3 clusters
  Score: Raw -169381.731275 + Penalty 3494.272938 = -165887.458337
  nChanged 6
		SP:Iteration 28Q (8796.060000 sec): 3 clusters
  Score: Raw -169391.372612 + Penalty 3494.272938 = -165897.099674
  nChanged 8
		SP:Iteration 29Q (8796.060000 sec): 3 clusters
  Score: Raw -169401.295888 + Penalty 3494.272938 = -165907.022950
  nChanged 5
		SP:Iteration 30Q (8796.070000 sec): 3 clusters
  Score: Raw -169407.252119 + Penalty 3494.272938 = -165912.979181
  nChanged 3
		SP:Iteration 31Q (8796.070000 sec): 3 clusters
  Score: Raw -169410.978163 + Penalty 3494.272938 = -165916.705225
  nChanged 1
		SP:Iteration 32Q (8796.080000 sec): 3 clusters
  Score: Raw -169412.256325 + Penalty 3494.272938 = -165917.983387
  nChanged 1
		SP:Iteration 33Q (8796.080000 sec): 3 clusters
  Score: Raw -169412.923052 + Penalty 3494.272938 = -165918.650114
  nChanged 1
		SP:Iteration 34Q (8796.080000 sec): 3 clusters
  Score: Raw -169413.499256 + Penalty 3494.272938 = -165919.226318
  nChanged 2
		SP:Iteration 35Q (8796.090000 sec): 3 clusters
  Score: Raw -169414.570655 + Penalty 3494.272938 = -165920.297717
  nChanged 0
		SP:Iteration 36F (8796.090000 sec): 3 clusters
  Score: Raw -169414.570655 + Penalty 3494.272938 = -165920.297717
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8796.100000 sec): 2 clusters
  Score: Raw -257203.131277 + Penalty 1864.614590 = -255338.516687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8796.110000 sec): 3 clusters
  Score: Raw -256611.474326 + Penalty 3729.229180 = -252882.245146
  nChanged 579
		SP:Iteration 1F (8796.110000 sec): 3 clusters
  Score: Raw -257367.294476 + Penalty 3729.229180 = -253638.065296
  nChanged 204
		SP:Iteration 2F (8796.120000 sec): 3 clusters
  Score: Raw -257834.325330 + Penalty 3729.229180 = -254105.096151
  nChanged 169
		SP:Iteration 3F (8796.120000 sec): 3 clusters
  Score: Raw -258119.612108 + Penalty 3729.229180 = -254390.382928
  nChanged 112
		SP:Iteration 4F (8796.130000 sec): 3 clusters
  Score: Raw -258368.136381 + Penalty 3729.229180 = -254638.907201
  nChanged 100
		SP:Iteration 5F (8796.140000 sec): 3 clusters
  Score: Raw -258588.408398 + Penalty 3729.229180 = -254859.179219
  nChanged 59
		SP:Iteration 6Q (8796.140000 sec): 3 clusters
  Score: Raw -258705.536108 + Penalty 3729.229180 = -254976.306928
  nChanged 42
		SP:Iteration 7Q (8796.150000 sec): 3 clusters
  Score: Raw -258784.601748 + Penalty 3729.229180 = -255055.372568
  nChanged 22
		SP:Iteration 8Q (8796.160000 sec): 3 clusters
  Score: Raw -258814.816649 + Penalty 3729.229180 = -255085.587469
  nChanged 10
		SP:Iteration 9Q (8796.160000 sec): 3 clusters
  Score: Raw -258826.729664 + Penalty 3729.229180 = -255097.500485
  nChanged 7
		SP:Iteration 10Q (8796.170000 sec): 3 clusters
  Score: Raw -258831.919522 + Penalty 3729.229180 = -255102.690342
  nChanged 3
		SP:Iteration 11Q (8796.170000 sec): 3 clusters
  Score: Raw -258834.903162 + Penalty 3729.229180 = -255105.673982
  nChanged 0
		SP:Iteration 12F (8796.180000 sec): 3 clusters
  Score: Raw -258834.903162 + Penalty 3729.229180 = -255105.673982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10860 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8796.220000 sec): 2 clusters
  Score: Raw -1659453.063701 + Penalty 2304.624715 = -1657148.438986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8796.250000 sec): 3 clusters
  Score: Raw -1653460.682295 + Penalty 4609.249430 = -1648851.432865
  nChanged 4541
		SP:Iteration 1F (8796.290000 sec): 3 clusters
  Score: Raw -1655827.379096 + Penalty 4609.249430 = -1651218.129666
  nChanged 673
		SP:Iteration 2F (8796.330000 sec): 3 clusters
  Score: Raw -1656111.847427 + Penalty 4609.249430 = -1651502.597997
  nChanged 520
		SP:Iteration 3Q (8796.360000 sec): 3 clusters
  Score: Raw -1656309.260208 + Penalty 4609.249430 = -1651700.010778
  nChanged 397
		SP:Iteration 4Q (8796.400000 sec): 3 clusters
  Score: Raw -1656441.578569 + Penalty 4609.249430 = -1651832.329139
  nChanged 323
		SP:Iteration 5Q (8796.440000 sec): 3 clusters
  Score: Raw -1656556.521437 + Penalty 4609.249430 = -1651947.272007
  nChanged 304
		SP:Iteration 6Q (8796.480000 sec): 3 clusters
  Score: Raw -1656674.777762 + Penalty 4609.249430 = -1652065.528332
  nChanged 334
		SP:Iteration 7Q (8796.510000 sec): 3 clusters
  Score: Raw -1656815.123124 + Penalty 4609.249430 = -1652205.873693
  nChanged 362
		SP:Iteration 8Q (8796.550000 sec): 3 clusters
  Score: Raw -1656976.001582 + Penalty 4609.249430 = -1652366.752151
  nChanged 402
		SP:Iteration 9Q (8796.590000 sec): 3 clusters
  Score: Raw -1657169.728975 + Penalty 4609.249430 = -1652560.479545
  nChanged 422
		SP:Iteration 10Q (8796.630000 sec): 3 clusters
  Score: Raw -1657390.392629 + Penalty 4609.249430 = -1652781.143199
  nChanged 478
		SP:Iteration 11Q (8796.660000 sec): 3 clusters
  Score: Raw -1657694.118152 + Penalty 4609.249430 = -1653084.868722
  nChanged 512
		SP:Iteration 12Q (8796.700000 sec): 3 clusters
  Score: Raw -1658057.694885 + Penalty 4609.249430 = -1653448.445455
  nChanged 483
		SP:Iteration 13Q (8796.740000 sec): 3 clusters
  Score: Raw -1658433.988041 + Penalty 4609.249430 = -1653824.738610
  nChanged 455
		SP:Iteration 14Q (8796.780000 sec): 3 clusters
  Score: Raw -1658825.055687 + Penalty 4609.249430 = -1654215.806257
  nChanged 347
		SP:Iteration 15Q (8796.810000 sec): 3 clusters
  Score: Raw -1659114.521076 + Penalty 4609.249430 = -1654505.271646
  nChanged 250
		SP:Iteration 16Q (8796.840000 sec): 3 clusters
  Score: Raw -1659334.734387 + Penalty 4609.249430 = -1654725.484956
  nChanged 147
		SP:Iteration 17Q (8796.880000 sec): 3 clusters
  Score: Raw -1659476.663842 + Penalty 4609.249430 = -1654867.414412
  nChanged 102
		SP:Iteration 18Q (8796.910000 sec): 3 clusters
  Score: Raw -1659583.365267 + Penalty 4609.249430 = -1654974.115837
  nChanged 58
		SP:Iteration 19Q (8796.940000 sec): 3 clusters
  Score: Raw -1659647.632874 + Penalty 4609.249430 = -1655038.383444
  nChanged 37
		SP:Iteration 20F (8796.980000 sec): 3 clusters
  Score: Raw -1659678.604075 + Penalty 4609.249430 = -1655069.354645
  nChanged 24
		SP:Iteration 21Q (8797.010000 sec): 3 clusters
  Score: Raw -1659707.708300 + Penalty 4609.249430 = -1655098.458869
  nChanged 24
		SP:Iteration 22Q (8797.040000 sec): 3 clusters
  Score: Raw -1659741.554894 + Penalty 4609.249430 = -1655132.305463
  nChanged 19
		SP:Iteration 23Q (8797.070000 sec): 3 clusters
  Score: Raw -1659764.402199 + Penalty 4609.249430 = -1655155.152769
  nChanged 9
		SP:Iteration 24Q (8797.100000 sec): 3 clusters
  Score: Raw -1659775.054851 + Penalty 4609.249430 = -1655165.805420
  nChanged 9
		SP:Iteration 25Q (8797.120000 sec): 3 clusters
  Score: Raw -1659785.345635 + Penalty 4609.249430 = -1655176.096204
  nChanged 7
		SP:Iteration 26Q (8797.150000 sec): 3 clusters
  Score: Raw -1659791.789409 + Penalty 4609.249430 = -1655182.539979
  nChanged 3
		SP:Iteration 27Q (8797.180000 sec): 3 clusters
  Score: Raw -1659795.241990 + Penalty 4609.249430 = -1655185.992560
  nChanged 3
		SP:Iteration 28Q (8797.210000 sec): 3 clusters
  Score: Raw -1659797.985138 + Penalty 4609.249430 = -1655188.735707
  nChanged 3
		SP:Iteration 29Q (8797.240000 sec): 3 clusters
  Score: Raw -1659800.866443 + Penalty 4609.249430 = -1655191.617013
  nChanged 1
		SP:Iteration 30Q (8797.260000 sec): 3 clusters
  Score: Raw -1659801.977626 + Penalty 4609.249430 = -1655192.728196
  nChanged 2
		SP:Iteration 31Q (8797.290000 sec): 3 clusters
  Score: Raw -1659805.007938 + Penalty 4609.249430 = -1655195.758508
  nChanged 3
		SP:Iteration 32Q (8797.320000 sec): 3 clusters
  Score: Raw -1659807.325918 + Penalty 4609.249430 = -1655198.076488
  nChanged 0
		SP:Iteration 33F (8797.360000 sec): 3 clusters
  Score: Raw -1659807.325918 + Penalty 4609.249430 = -1655198.076488
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8797.400000 sec): 2 clusters
  Score: Raw -1984877.391907 + Penalty 2369.515328 = -1982507.876579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8797.450000 sec): 3 clusters
  Score: Raw -1976946.222862 + Penalty 4739.030657 = -1972207.192206
  nChanged 6052
		SP:Iteration 1F (8797.500000 sec): 3 clusters
  Score: Raw -1980292.791211 + Penalty 4739.030657 = -1975553.760555
  nChanged 875
		SP:Iteration 2F (8797.550000 sec): 3 clusters
  Score: Raw -1980708.541175 + Penalty 4739.030657 = -1975969.510519
  nChanged 761
		SP:Iteration 3F (8797.600000 sec): 3 clusters
  Score: Raw -1981056.574484 + Penalty 4739.030657 = -1976317.543827
  nChanged 672
		SP:Iteration 4Q (8797.650000 sec): 3 clusters
  Score: Raw -1981389.600368 + Penalty 4739.030657 = -1976650.569712
  nChanged 665
		SP:Iteration 5Q (8797.700000 sec): 3 clusters
  Score: Raw -1981721.947014 + Penalty 4739.030657 = -1976982.916357
  nChanged 618
		SP:Iteration 6Q (8797.750000 sec): 3 clusters
  Score: Raw -1982047.577211 + Penalty 4739.030657 = -1977308.546555
  nChanged 586
		SP:Iteration 7Q (8797.800000 sec): 3 clusters
  Score: Raw -1982357.455872 + Penalty 4739.030657 = -1977618.425216
  nChanged 527
		SP:Iteration 8Q (8797.840000 sec): 3 clusters
  Score: Raw -1982646.774539 + Penalty 4739.030657 = -1977907.743882
  nChanged 505
		SP:Iteration 9Q (8797.900000 sec): 3 clusters
  Score: Raw -1982939.839371 + Penalty 4739.030657 = -1978200.808715
  nChanged 503
		SP:Iteration 10Q (8797.940000 sec): 3 clusters
  Score: Raw -1983236.835930 + Penalty 4739.030657 = -1978497.805274
  nChanged 455
		SP:Iteration 11Q (8797.990000 sec): 3 clusters
  Score: Raw -1983526.701685 + Penalty 4739.030657 = -1978787.671029
  nChanged 439
		SP:Iteration 12Q (8798.040000 sec): 3 clusters
  Score: Raw -1983812.891406 + Penalty 4739.030657 = -1979073.860749
  nChanged 382
		SP:Iteration 13Q (8798.090000 sec): 3 clusters
  Score: Raw -1984043.650925 + Penalty 4739.030657 = -1979304.620268
  nChanged 311
		SP:Iteration 14Q (8798.130000 sec): 3 clusters
  Score: Raw -1984202.668353 + Penalty 4739.030657 = -1979463.637697
  nChanged 245
		SP:Iteration 15Q (8798.180000 sec): 3 clusters
  Score: Raw -1984329.419591 + Penalty 4739.030657 = -1979590.388935
  nChanged 213
		SP:Iteration 16Q (8798.220000 sec): 3 clusters
  Score: Raw -1984443.149332 + Penalty 4739.030657 = -1979704.118675
  nChanged 195
		SP:Iteration 17Q (8798.270000 sec): 3 clusters
  Score: Raw -1984542.404701 + Penalty 4739.030657 = -1979803.374044
  nChanged 177
		SP:Iteration 18Q (8798.310000 sec): 3 clusters
  Score: Raw -1984622.800484 + Penalty 4739.030657 = -1979883.769827
  nChanged 147
		SP:Iteration 19Q (8798.360000 sec): 3 clusters
  Score: Raw -1984686.194440 + Penalty 4739.030657 = -1979947.163784
  nChanged 122
		SP:Iteration 20F (8798.410000 sec): 3 clusters
  Score: Raw -1984742.613042 + Penalty 4739.030657 = -1980003.582386
  nChanged 135
		SP:Iteration 21Q (8798.450000 sec): 3 clusters
  Score: Raw -1984800.131128 + Penalty 4739.030657 = -1980061.100472
  nChanged 104
		SP:Iteration 22Q (8798.490000 sec): 3 clusters
  Score: Raw -1984845.996738 + Penalty 4739.030657 = -1980106.966081
  nChanged 86
		SP:Iteration 23Q (8798.540000 sec): 3 clusters
  Score: Raw -1984879.152706 + Penalty 4739.030657 = -1980140.122049
  nChanged 73
		SP:Iteration 24Q (8798.580000 sec): 3 clusters
  Score: Raw -1984901.404786 + Penalty 4739.030657 = -1980162.374129
  nChanged 52
		SP:Iteration 25Q (8798.620000 sec): 3 clusters
  Score: Raw -1984919.297436 + Penalty 4739.030657 = -1980180.266779
  nChanged 51
		SP:Iteration 26Q (8798.660000 sec): 3 clusters
  Score: Raw -1984936.306487 + Penalty 4739.030657 = -1980197.275830
  nChanged 52
		SP:Iteration 27Q (8798.700000 sec): 3 clusters
  Score: Raw -1984955.419607 + Penalty 4739.030657 = -1980216.388951
  nChanged 51
		SP:Iteration 28Q (8798.740000 sec): 3 clusters
  Score: Raw -1984976.689477 + Penalty 4739.030657 = -1980237.658821
  nChanged 56
		SP:Iteration 29Q (8798.780000 sec): 3 clusters
  Score: Raw -1984999.065814 + Penalty 4739.030657 = -1980260.035158
  nChanged 56
		SP:Iteration 30Q (8798.820000 sec): 3 clusters
  Score: Raw -1985027.943743 + Penalty 4739.030657 = -1980288.913087
  nChanged 65
		SP:Iteration 31Q (8798.860000 sec): 3 clusters
  Score: Raw -1985061.096629 + Penalty 4739.030657 = -1980322.065972
  nChanged 54
		SP:Iteration 32Q (8798.900000 sec): 3 clusters
  Score: Raw -1985088.121282 + Penalty 4739.030657 = -1980349.090625
  nChanged 49
		SP:Iteration 33Q (8798.940000 sec): 3 clusters
  Score: Raw -1985109.499423 + Penalty 4739.030657 = -1980370.468767
  nChanged 48
		SP:Iteration 34Q (8798.980000 sec): 3 clusters
  Score: Raw -1985131.262517 + Penalty 4739.030657 = -1980392.231861
  nChanged 46
		SP:Iteration 35Q (8799.020000 sec): 3 clusters
  Score: Raw -1985149.351660 + Penalty 4739.030657 = -1980410.321004
  nChanged 28
		SP:Iteration 36Q (8799.060000 sec): 3 clusters
  Score: Raw -1985160.460066 + Penalty 4739.030657 = -1980421.429410
  nChanged 32
		SP:Iteration 37Q (8799.100000 sec): 3 clusters
  Score: Raw -1985172.615250 + Penalty 4739.030657 = -1980433.584593
  nChanged 27
		SP:Iteration 38Q (8799.140000 sec): 3 clusters
  Score: Raw -1985182.775225 + Penalty 4739.030657 = -1980443.744568
  nChanged 24
		SP:Iteration 39Q (8799.180000 sec): 3 clusters
  Score: Raw -1985190.760176 + Penalty 4739.030657 = -1980451.729519
  nChanged 25
		SP:Iteration 40F (8799.220000 sec): 3 clusters
  Score: Raw -1985201.214204 + Penalty 4739.030657 = -1980462.183548
  nChanged 17
		SP:Iteration 41Q (8799.260000 sec): 3 clusters
  Score: Raw -1985206.879101 + Penalty 4739.030657 = -1980467.848444
  nChanged 18
		SP:Iteration 42Q (8799.300000 sec): 3 clusters
  Score: Raw -1985212.263795 + Penalty 4739.030657 = -1980473.233139
  nChanged 14
		SP:Iteration 43Q (8799.340000 sec): 3 clusters
  Score: Raw -1985216.101850 + Penalty 4739.030657 = -1980477.071194
  nChanged 8
		SP:Iteration 44Q (8799.380000 sec): 3 clusters
  Score: Raw -1985219.041586 + Penalty 4739.030657 = -1980480.010930
  nChanged 7
		SP:Iteration 45Q (8799.420000 sec): 3 clusters
  Score: Raw -1985221.091113 + Penalty 4739.030657 = -1980482.060456
  nChanged 3
		SP:Iteration 46Q (8799.460000 sec): 3 clusters
  Score: Raw -1985222.010128 + Penalty 4739.030657 = -1980482.979472
  nChanged 4
		SP:Iteration 47Q (8799.500000 sec): 3 clusters
  Score: Raw -1985222.658256 + Penalty 4739.030657 = -1980483.627599
  nChanged 2
		SP:Iteration 48Q (8799.540000 sec): 3 clusters
  Score: Raw -1985223.398692 + Penalty 4739.030657 = -1980484.368036
  nChanged 2
		SP:Iteration 49Q (8799.580000 sec): 3 clusters
  Score: Raw -1985224.353684 + Penalty 4739.030657 = -1980485.323027
  nChanged 3
		SP:Iteration 50Q (8799.620000 sec): 3 clusters
  Score: Raw -1985225.316059 + Penalty 4739.030657 = -1980486.285403
  nChanged 6
		SP:Iteration 51Q (8799.650000 sec): 3 clusters
  Score: Raw -1985226.992389 + Penalty 4739.030657 = -1980487.961732
  nChanged 7
		SP:Iteration 52Q (8799.690000 sec): 3 clusters
  Score: Raw -1985228.309108 + Penalty 4739.030657 = -1980489.278451
  nChanged 3
		SP:Iteration 53Q (8799.730000 sec): 3 clusters
  Score: Raw -1985228.991858 + Penalty 4739.030657 = -1980489.961202
  nChanged 8
		SP:Iteration 54Q (8799.770000 sec): 3 clusters
  Score: Raw -1985232.405055 + Penalty 4739.030657 = -1980493.374398
  nChanged 9
		SP:Iteration 55Q (8799.810000 sec): 3 clusters
  Score: Raw -1985234.769810 + Penalty 4739.030657 = -1980495.739153
  nChanged 5
		SP:Iteration 56Q (8799.850000 sec): 3 clusters
  Score: Raw -1985236.473662 + Penalty 4739.030657 = -1980497.443006
  nChanged 6
		SP:Iteration 57Q (8799.880000 sec): 3 clusters
  Score: Raw -1985238.023882 + Penalty 4739.030657 = -1980498.993225
  nChanged 6
		SP:Iteration 58Q (8799.920000 sec): 3 clusters
  Score: Raw -1985239.425416 + Penalty 4739.030657 = -1980500.394760
  nChanged 5
		SP:Iteration 59Q (8799.960000 sec): 3 clusters
  Score: Raw -1985240.942775 + Penalty 4739.030657 = -1980501.912118
  nChanged 6
		SP:Iteration 60F (8800.010000 sec): 3 clusters
  Score: Raw -1985243.205900 + Penalty 4739.030657 = -1980504.175243
  nChanged 4
		SP:Iteration 61Q (8800.050000 sec): 3 clusters
  Score: Raw -1985244.570082 + Penalty 4739.030657 = -1980505.539425
  nChanged 4
		SP:Iteration 62Q (8800.090000 sec): 3 clusters
  Score: Raw -1985246.504801 + Penalty 4739.030657 = -1980507.474144
  nChanged 9
		SP:Iteration 63Q (8800.130000 sec): 3 clusters
  Score: Raw -1985250.576142 + Penalty 4739.030657 = -1980511.545485
  nChanged 12
		SP:Iteration 64Q (8800.160000 sec): 3 clusters
  Score: Raw -1985254.320715 + Penalty 4739.030657 = -1980515.290058
  nChanged 11
		SP:Iteration 65Q (8800.200000 sec): 3 clusters
  Score: Raw -1985257.815261 + Penalty 4739.030657 = -1980518.784605
  nChanged 11
		SP:Iteration 66Q (8800.240000 sec): 3 clusters
  Score: Raw -1985262.091146 + Penalty 4739.030657 = -1980523.060490
  nChanged 14
		SP:Iteration 67Q (8800.280000 sec): 3 clusters
  Score: Raw -1985267.364623 + Penalty 4739.030657 = -1980528.333967
  nChanged 14
		SP:Iteration 68Q (8800.320000 sec): 3 clusters
  Score: Raw -1985273.786490 + Penalty 4739.030657 = -1980534.755834
  nChanged 18
		SP:Iteration 69Q (8800.360000 sec): 3 clusters
  Score: Raw -1985279.867654 + Penalty 4739.030657 = -1980540.836997
  nChanged 16
		SP:Iteration 70Q (8800.400000 sec): 3 clusters
  Score: Raw -1985286.827488 + Penalty 4739.030657 = -1980547.796831
  nChanged 22
		SP:Iteration 71Q (8800.440000 sec): 3 clusters
  Score: Raw -1985297.234990 + Penalty 4739.030657 = -1980558.204333
  nChanged 20
		SP:Iteration 72Q (8800.470000 sec): 3 clusters
  Score: Raw -1985305.312897 + Penalty 4739.030657 = -1980566.282240
  nChanged 14
		SP:Iteration 73Q (8800.510000 sec): 3 clusters
  Score: Raw -1985311.033009 + Penalty 4739.030657 = -1980572.002352
  nChanged 16
		SP:Iteration 74Q (8800.550000 sec): 3 clusters
  Score: Raw -1985317.011331 + Penalty 4739.030657 = -1980577.980674
  nChanged 12
		SP:Iteration 75Q (8800.590000 sec): 3 clusters
  Score: Raw -1985320.697211 + Penalty 4739.030657 = -1980581.666554
  nChanged 10
		SP:Iteration 76Q (8800.620000 sec): 3 clusters
  Score: Raw -1985325.230222 + Penalty 4739.030657 = -1980586.199565
  nChanged 6
		SP:Iteration 77Q (8800.660000 sec): 3 clusters
  Score: Raw -1985327.437358 + Penalty 4739.030657 = -1980588.406702
  nChanged 8
		SP:Iteration 78Q (8800.700000 sec): 3 clusters
  Score: Raw -1985332.342767 + Penalty 4739.030657 = -1980593.312111
  nChanged 13
		SP:Iteration 79Q (8800.740000 sec): 3 clusters
  Score: Raw -1985339.558404 + Penalty 4739.030657 = -1980600.527747
  nChanged 14
		SP:Iteration 80F (8800.790000 sec): 3 clusters
  Score: Raw -1985346.994517 + Penalty 4739.030657 = -1980607.963861
  nChanged 11
		SP:Iteration 81Q (8800.820000 sec): 3 clusters
  Score: Raw -1985352.909837 + Penalty 4739.030657 = -1980613.879181
  nChanged 10
		SP:Iteration 82Q (8800.860000 sec): 3 clusters
  Score: Raw -1985356.637198 + Penalty 4739.030657 = -1980617.606541
  nChanged 10
		SP:Iteration 83Q (8800.900000 sec): 3 clusters
  Score: Raw -1985359.929339 + Penalty 4739.030657 = -1980620.898683
  nChanged 9
		SP:Iteration 84Q (8800.940000 sec): 3 clusters
  Score: Raw -1985362.470515 + Penalty 4739.030657 = -1980623.439859
  nChanged 4
		SP:Iteration 85Q (8800.980000 sec): 3 clusters
  Score: Raw -1985363.619775 + Penalty 4739.030657 = -1980624.589119
  nChanged 4
		SP:Iteration 86Q (8801.010000 sec): 3 clusters
  Score: Raw -1985364.554103 + Penalty 4739.030657 = -1980625.523446
  nChanged 3
		SP:Iteration 87Q (8801.050000 sec): 3 clusters
  Score: Raw -1985365.119258 + Penalty 4739.030657 = -1980626.088601
  nChanged 1
		SP:Iteration 88Q (8801.090000 sec): 3 clusters
  Score: Raw -1985366.315817 + Penalty 4739.030657 = -1980627.285161
  nChanged 4
		SP:Iteration 89Q (8801.130000 sec): 3 clusters
  Score: Raw -1985367.803667 + Penalty 4739.030657 = -1980628.773010
  nChanged 3
		SP:Iteration 90Q (8801.160000 sec): 3 clusters
  Score: Raw -1985368.911108 + Penalty 4739.030657 = -1980629.880452
  nChanged 6
		SP:Iteration 91Q (8801.200000 sec): 3 clusters
  Score: Raw -1985370.919896 + Penalty 4739.030657 = -1980631.889239
  nChanged 3
		SP:Iteration 92Q (8801.240000 sec): 3 clusters
  Score: Raw -1985372.431018 + Penalty 4739.030657 = -1980633.400361
  nChanged 2
		SP:Iteration 93Q (8801.280000 sec): 3 clusters
  Score: Raw -1985373.015437 + Penalty 4739.030657 = -1980633.984781
  nChanged 3
		SP:Iteration 94Q (8801.310000 sec): 3 clusters
  Score: Raw -1985373.936427 + Penalty 4739.030657 = -1980634.905770
  nChanged 4
		SP:Iteration 95Q (8801.350000 sec): 3 clusters
  Score: Raw -1985375.059806 + Penalty 4739.030657 = -1980636.029150
  nChanged 3
		SP:Iteration 96Q (8801.390000 sec): 3 clusters
  Score: Raw -1985376.003302 + Penalty 4739.030657 = -1980636.972645
  nChanged 8
		SP:Iteration 97Q (8801.420000 sec): 3 clusters
  Score: Raw -1985379.499601 + Penalty 4739.030657 = -1980640.468945
  nChanged 8
		SP:Iteration 98Q (8801.460000 sec): 3 clusters
  Score: Raw -1985383.417617 + Penalty 4739.030657 = -1980644.386961
  nChanged 9
		SP:Iteration 99Q (8801.500000 sec): 3 clusters
  Score: Raw -1985386.165774 + Penalty 4739.030657 = -1980647.135118
  nChanged 5
		SP:Iteration 100F (8801.550000 sec): 3 clusters
  Score: Raw -1985387.797163 + Penalty 4739.030657 = -1980648.766507
  nChanged 5
		SP:Iteration 101Q (8801.590000 sec): 3 clusters
  Score: Raw -1985389.170595 + Penalty 4739.030657 = -1980650.139939
  nChanged 4
		SP:Iteration 102Q (8801.620000 sec): 3 clusters
  Score: Raw -1985390.472050 + Penalty 4739.030657 = -1980651.441394
  nChanged 1
		SP:Iteration 103Q (8801.660000 sec): 3 clusters
  Score: Raw -1985390.656772 + Penalty 4739.030657 = -1980651.626116
  nChanged 0
		SP:Iteration 104F (8801.710000 sec): 3 clusters
  Score: Raw -1985390.656772 + Penalty 4739.030657 = -1980651.626116
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8801.720000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8801.720000 sec): 3 clusters
  Score: Raw -73224.152800 + Penalty 3074.445443 = -70149.707356
  nChanged 67
		SP:Iteration 1F (8801.720000 sec): 3 clusters
  Score: Raw -73341.640837 + Penalty 3074.445443 = -70267.195394
  nChanged 26
		SP:Iteration 2F (8801.720000 sec): 3 clusters
  Score: Raw -73397.660221 + Penalty 3074.445443 = -70323.214778
  nChanged 7
		SP:Iteration 3Q (8801.720000 sec): 3 clusters
  Score: Raw -73411.538663 + Penalty 3074.445443 = -70337.093219
  nChanged 2
		SP:Iteration 4Q (8801.720000 sec): 3 clusters
  Score: Raw -73415.028553 + Penalty 3074.445443 = -70340.583109
  nChanged 0
		SP:Iteration 5F (8801.730000 sec): 3 clusters
  Score: Raw -73415.028553 + Penalty 3074.445443 = -70340.583109
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8801.740000 sec): 2 clusters
  Score: Raw -309815.793004 + Penalty 1905.598267 = -307910.194737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8801.740000 sec): 3 clusters
  Score: Raw -308960.662548 + Penalty 3811.196534 = -305149.466014
  nChanged 672
		SP:Iteration 1F (8801.750000 sec): 3 clusters
  Score: Raw -309467.734379 + Penalty 3811.196534 = -305656.537844
  nChanged 176
		SP:Iteration 2F (8801.760000 sec): 3 clusters
  Score: Raw -309622.200964 + Penalty 3811.196534 = -305811.004430
  nChanged 86
		SP:Iteration 3Q (8801.770000 sec): 3 clusters
  Score: Raw -309696.238981 + Penalty 3811.196534 = -305885.042446
  nChanged 59
		SP:Iteration 4Q (8801.780000 sec): 3 clusters
  Score: Raw -309744.764805 + Penalty 3811.196534 = -305933.568271
  nChanged 30
		SP:Iteration 5Q (8801.780000 sec): 3 clusters
  Score: Raw -309765.297041 + Penalty 3811.196534 = -305954.100507
  nChanged 17
		SP:Iteration 6Q (8801.790000 sec): 3 clusters
  Score: Raw -309777.057350 + Penalty 3811.196534 = -305965.860815
  nChanged 20
		SP:Iteration 7Q (8801.800000 sec): 3 clusters
  Score: Raw -309788.881019 + Penalty 3811.196534 = -305977.684485
  nChanged 15
		SP:Iteration 8Q (8801.800000 sec): 3 clusters
  Score: Raw -309797.168231 + Penalty 3811.196534 = -305985.971697
  nChanged 11
		SP:Iteration 9Q (8801.810000 sec): 3 clusters
  Score: Raw -309803.264341 + Penalty 3811.196534 = -305992.067807
  nChanged 8
		SP:Iteration 10Q (8801.820000 sec): 3 clusters
  Score: Raw -309809.401779 + Penalty 3811.196534 = -305998.205244
  nChanged 6
		SP:Iteration 11Q (8801.830000 sec): 3 clusters
  Score: Raw -309812.667194 + Penalty 3811.196534 = -306001.470660
  nChanged 8
		SP:Iteration 12Q (8801.840000 sec): 3 clusters
  Score: Raw -309817.353517 + Penalty 3811.196534 = -306006.156982
  nChanged 3
		SP:Iteration 13Q (8801.840000 sec): 3 clusters
  Score: Raw -309818.747941 + Penalty 3811.196534 = -306007.551407
  nChanged 7
		SP:Iteration 14Q (8801.850000 sec): 3 clusters
  Score: Raw -309821.331206 + Penalty 3811.196534 = -306010.134672
  nChanged 2
		SP:Iteration 15Q (8801.860000 sec): 3 clusters
  Score: Raw -309822.456236 + Penalty 3811.196534 = -306011.259702
  nChanged 1
		SP:Iteration 16Q (8801.860000 sec): 3 clusters
  Score: Raw -309823.347362 + Penalty 3811.196534 = -306012.150828
  nChanged 3
		SP:Iteration 17Q (8801.870000 sec): 3 clusters
  Score: Raw -309825.268904 + Penalty 3811.196534 = -306014.072370
  nChanged 2
		SP:Iteration 18Q (8801.880000 sec): 3 clusters
  Score: Raw -309825.906790 + Penalty 3811.196534 = -306014.710256
  nChanged 2
		SP:Iteration 19Q (8801.890000 sec): 3 clusters
  Score: Raw -309826.823297 + Penalty 3811.196534 = -306015.626763
  nChanged 0
		SP:Iteration 20F (8801.900000 sec): 3 clusters
  Score: Raw -309826.823297 + Penalty 3811.196534 = -306015.626763
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8802.000000 sec): 2 clusters
  Score: Raw -4594677.129706 + Penalty 2568.397217 = -4592108.732489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8802.120000 sec): 3 clusters
  Score: Raw -4575748.952228 + Penalty 5136.794433 = -4570612.157794
  nChanged 14264
		SP:Iteration 1F (8802.230000 sec): 3 clusters
  Score: Raw -4583260.507406 + Penalty 5136.794433 = -4578123.712973
  nChanged 1483
		SP:Iteration 2Q (8802.350000 sec): 3 clusters
  Score: Raw -4583777.514095 + Penalty 5136.794433 = -4578640.719661
  nChanged 1419
		SP:Iteration 3Q (8802.460000 sec): 3 clusters
  Score: Raw -4584325.934878 + Penalty 5136.794433 = -4579189.140444
  nChanged 1525
		SP:Iteration 4Q (8802.580000 sec): 3 clusters
  Score: Raw -4584991.133713 + Penalty 5136.794433 = -4579854.339279
  nChanged 1671
		SP:Iteration 5F (8802.700000 sec): 3 clusters
  Score: Raw -4585860.860609 + Penalty 5136.794433 = -4580724.066175
  nChanged 1897
		SP:Iteration 6F (8802.820000 sec): 3 clusters
  Score: Raw -4586984.430191 + Penalty 5136.794433 = -4581847.635757
  nChanged 2083
		SP:Iteration 7F (8802.930000 sec): 3 clusters
  Score: Raw -4588406.983608 + Penalty 5136.794433 = -4583270.189174
  nChanged 2077
		SP:Iteration 8F (8803.040000 sec): 3 clusters
  Score: Raw -4589887.762884 + Penalty 5136.794433 = -4584750.968451
  nChanged 1796
		SP:Iteration 9F (8803.150000 sec): 3 clusters
  Score: Raw -4591098.767757 + Penalty 5136.794433 = -4585961.973323
  nChanged 1429
		SP:Iteration 10Q (8803.270000 sec): 3 clusters
  Score: Raw -4591954.490173 + Penalty 5136.794433 = -4586817.695739
  nChanged 1021
		SP:Iteration 11Q (8803.380000 sec): 3 clusters
  Score: Raw -4592521.550712 + Penalty 5136.794433 = -4587384.756279
  nChanged 827
		SP:Iteration 12Q (8803.490000 sec): 3 clusters
  Score: Raw -4593053.035655 + Penalty 5136.794433 = -4587916.241221
  nChanged 733
		SP:Iteration 13Q (8803.600000 sec): 3 clusters
  Score: Raw -4593741.812110 + Penalty 5136.794433 = -4588605.017677
  nChanged 629
		SP:Iteration 14Q (8803.720000 sec): 3 clusters
  Score: Raw -4594710.104078 + Penalty 5136.794433 = -4589573.309644
  nChanged 382
		SP:Iteration 15Q (8803.820000 sec): 3 clusters
  Score: Raw -4595317.711706 + Penalty 5136.794433 = -4590180.917273
  nChanged 252
		SP:Iteration 16Q (8803.910000 sec): 3 clusters
  Score: Raw -4595485.421473 + Penalty 5136.794433 = -4590348.627040
  nChanged 191
		SP:Iteration 17Q (8804.000000 sec): 3 clusters
  Score: Raw -4595567.967798 + Penalty 5136.794433 = -4590431.173364
  nChanged 136
		SP:Iteration 18Q (8804.090000 sec): 3 clusters
  Score: Raw -4595614.679862 + Penalty 5136.794433 = -4590477.885428
  nChanged 90
		SP:Iteration 19Q (8804.180000 sec): 3 clusters
  Score: Raw -4595641.477192 + Penalty 5136.794433 = -4590504.682758
  nChanged 61
		SP:Iteration 20F (8804.290000 sec): 3 clusters
  Score: Raw -4595657.169145 + Penalty 5136.794433 = -4590520.374711
  nChanged 51
		SP:Iteration 21Q (8804.380000 sec): 3 clusters
  Score: Raw -4595670.329503 + Penalty 5136.794433 = -4590533.535070
  nChanged 47
		SP:Iteration 22Q (8804.470000 sec): 3 clusters
  Score: Raw -4595680.952781 + Penalty 5136.794433 = -4590544.158348
  nChanged 44
		SP:Iteration 23Q (8804.560000 sec): 3 clusters
  Score: Raw -4595690.869306 + Penalty 5136.794433 = -4590554.074873
  nChanged 30
		SP:Iteration 24Q (8804.640000 sec): 3 clusters
  Score: Raw -4595695.128928 + Penalty 5136.794433 = -4590558.334495
  nChanged 17
		SP:Iteration 25Q (8804.730000 sec): 3 clusters
  Score: Raw -4595697.291538 + Penalty 5136.794433 = -4590560.497105
  nChanged 11
		SP:Iteration 26Q (8804.820000 sec): 3 clusters
  Score: Raw -4595698.624839 + Penalty 5136.794433 = -4590561.830406
  nChanged 8
		SP:Iteration 27Q (8804.910000 sec): 3 clusters
  Score: Raw -4595700.205274 + Penalty 5136.794433 = -4590563.410840
  nChanged 7
		SP:Iteration 28Q (8805.000000 sec): 3 clusters
  Score: Raw -4595701.017488 + Penalty 5136.794433 = -4590564.223055
  nChanged 4
		SP:Iteration 29Q (8805.080000 sec): 3 clusters
  Score: Raw -4595701.320891 + Penalty 5136.794433 = -4590564.526458
  nChanged 2
		SP:Iteration 30Q (8805.170000 sec): 3 clusters
  Score: Raw -4595701.608650 + Penalty 5136.794433 = -4590564.814217
  nChanged 4
		SP:Iteration 31Q (8805.260000 sec): 3 clusters
  Score: Raw -4595702.285834 + Penalty 5136.794433 = -4590565.491401
  nChanged 7
		SP:Iteration 32Q (8805.340000 sec): 3 clusters
  Score: Raw -4595703.705937 + Penalty 5136.794433 = -4590566.911504
  nChanged 7
		SP:Iteration 33Q (8805.430000 sec): 3 clusters
  Score: Raw -4595705.596252 + Penalty 5136.794433 = -4590568.801819
  nChanged 7
		SP:Iteration 34Q (8805.520000 sec): 3 clusters
  Score: Raw -4595707.167135 + Penalty 5136.794433 = -4590570.372702
  nChanged 4
		SP:Iteration 35Q (8805.600000 sec): 3 clusters
  Score: Raw -4595707.436067 + Penalty 5136.794433 = -4590570.641634
  nChanged 3
		SP:Iteration 36Q (8805.690000 sec): 3 clusters
  Score: Raw -4595707.823404 + Penalty 5136.794433 = -4590571.028970
  nChanged 5
		SP:Iteration 37Q (8805.780000 sec): 3 clusters
  Score: Raw -4595708.298274 + Penalty 5136.794433 = -4590571.503840
  nChanged 3
		SP:Iteration 38Q (8805.860000 sec): 3 clusters
  Score: Raw -4595708.819002 + Penalty 5136.794433 = -4590572.024569
  nChanged 6
		SP:Iteration 39Q (8805.950000 sec): 3 clusters
  Score: Raw -4595709.567443 + Penalty 5136.794433 = -4590572.773010
  nChanged 3
		SP:Iteration 40F (8806.060000 sec): 3 clusters
  Score: Raw -4595710.158368 + Penalty 5136.794433 = -4590573.363935
  nChanged 4
		SP:Iteration 41Q (8806.150000 sec): 3 clusters
  Score: Raw -4595710.896642 + Penalty 5136.794433 = -4590574.102209
  nChanged 4
		SP:Iteration 42Q (8806.240000 sec): 3 clusters
  Score: Raw -4595711.511861 + Penalty 5136.794433 = -4590574.717427
  nChanged 5
		SP:Iteration 43Q (8806.320000 sec): 3 clusters
  Score: Raw -4595712.722701 + Penalty 5136.794433 = -4590575.928268
  nChanged 6
		SP:Iteration 44Q (8806.410000 sec): 3 clusters
  Score: Raw -4595714.078782 + Penalty 5136.794433 = -4590577.284349
  nChanged 8
		SP:Iteration 45Q (8806.500000 sec): 3 clusters
  Score: Raw -4595715.554944 + Penalty 5136.794433 = -4590578.760510
  nChanged 10
		SP:Iteration 46Q (8806.590000 sec): 3 clusters
  Score: Raw -4595717.594735 + Penalty 5136.794433 = -4590580.800301
  nChanged 10
		SP:Iteration 47Q (8806.680000 sec): 3 clusters
  Score: Raw -4595719.756119 + Penalty 5136.794433 = -4590582.961685
  nChanged 6
		SP:Iteration 48Q (8806.760000 sec): 3 clusters
  Score: Raw -4595721.029320 + Penalty 5136.794433 = -4590584.234886
  nChanged 6
		SP:Iteration 49Q (8806.850000 sec): 3 clusters
  Score: Raw -4595722.245175 + Penalty 5136.794433 = -4590585.450741
  nChanged 4
		SP:Iteration 50Q (8806.940000 sec): 3 clusters
  Score: Raw -4595722.927902 + Penalty 5136.794433 = -4590586.133468
  nChanged 4
		SP:Iteration 51Q (8807.020000 sec): 3 clusters
  Score: Raw -4595723.391910 + Penalty 5136.794433 = -4590586.597476
  nChanged 2
		SP:Iteration 52Q (8807.110000 sec): 3 clusters
  Score: Raw -4595723.882546 + Penalty 5136.794433 = -4590587.088112
  nChanged 3
		SP:Iteration 53Q (8807.200000 sec): 3 clusters
  Score: Raw -4595724.364012 + Penalty 5136.794433 = -4590587.569579
  nChanged 2
		SP:Iteration 54Q (8807.290000 sec): 3 clusters
  Score: Raw -4595725.016886 + Penalty 5136.794433 = -4590588.222453
  nChanged 5
		SP:Iteration 55Q (8807.380000 sec): 3 clusters
  Score: Raw -4595726.122475 + Penalty 5136.794433 = -4590589.328042
  nChanged 6
		SP:Iteration 56Q (8807.460000 sec): 3 clusters
  Score: Raw -4595726.790346 + Penalty 5136.794433 = -4590589.995913
  nChanged 0
		SP:Iteration 57F (8807.580000 sec): 3 clusters
  Score: Raw -4595726.790346 + Penalty 5136.794433 = -4590589.995913
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8807.910000 sec): 2 clusters
  Score: Raw -14339023.494785 + Penalty 2851.716528 = -14336171.778257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8808.280000 sec): 3 clusters
  Score: Raw -14275916.205105 + Penalty 5703.433055 = -14270212.772049
  nChanged 46494
		SP:Iteration 1F (8808.640000 sec): 3 clusters
  Score: Raw -14302223.752182 + Penalty 5703.433055 = -14296520.319127
  nChanged 3156
		SP:Iteration 2Q (8809.020000 sec): 3 clusters
  Score: Raw -14302973.580954 + Penalty 5703.433055 = -14297270.147898
  nChanged 3298
		SP:Iteration 3Q (8809.390000 sec): 3 clusters
  Score: Raw -14303820.217694 + Penalty 5703.433055 = -14298116.784639
  nChanged 3397
		SP:Iteration 4Q (8809.760000 sec): 3 clusters
  Score: Raw -14304776.501051 + Penalty 5703.433055 = -14299073.067996
  nChanged 3575
		SP:Iteration 5Q (8810.140000 sec): 3 clusters
  Score: Raw -14305942.625123 + Penalty 5703.433055 = -14300239.192068
  nChanged 3934
		SP:Iteration 6Q (8810.510000 sec): 3 clusters
  Score: Raw -14307425.824335 + Penalty 5703.433055 = -14301722.391280
  nChanged 4335
		SP:Iteration 7Q (8810.880000 sec): 3 clusters
  Score: Raw -14309413.425500 + Penalty 5703.433055 = -14303709.992444
  nChanged 5023
		SP:Iteration 8F (8811.240000 sec): 3 clusters
  Score: Raw -14312139.522542 + Penalty 5703.433055 = -14306436.089487
  nChanged 5485
		SP:Iteration 9F (8811.600000 sec): 3 clusters
  Score: Raw -14315483.640180 + Penalty 5703.433055 = -14309780.207125
  nChanged 5658
		SP:Iteration 10F (8811.960000 sec): 3 clusters
  Score: Raw -14319149.709038 + Penalty 5703.433055 = -14313446.275983
  nChanged 5278
		SP:Iteration 11F (8812.320000 sec): 3 clusters
  Score: Raw -14322327.694537 + Penalty 5703.433055 = -14316624.261482
  nChanged 4294
		SP:Iteration 12Q (8812.670000 sec): 3 clusters
  Score: Raw -14324452.306649 + Penalty 5703.433055 = -14318748.873594
  nChanged 3265
		SP:Iteration 13Q (8813.020000 sec): 3 clusters
  Score: Raw -14325778.063584 + Penalty 5703.433055 = -14320074.630529
  nChanged 2496
		SP:Iteration 14Q (8813.360000 sec): 3 clusters
  Score: Raw -14326702.644621 + Penalty 5703.433055 = -14320999.211566
  nChanged 2169
		SP:Iteration 15Q (8813.690000 sec): 3 clusters
  Score: Raw -14327526.325616 + Penalty 5703.433055 = -14321822.892561
  nChanged 2118
		SP:Iteration 16Q (8814.030000 sec): 3 clusters
  Score: Raw -14328390.559048 + Penalty 5703.433055 = -14322687.125993
  nChanged 2165
		SP:Iteration 17Q (8814.350000 sec): 3 clusters
  Score: Raw -14329375.195427 + Penalty 5703.433055 = -14323671.762372
  nChanged 2237
		SP:Iteration 18Q (8814.680000 sec): 3 clusters
  Score: Raw -14330454.075720 + Penalty 5703.433055 = -14324750.642665
  nChanged 2137
		SP:Iteration 19Q (8814.990000 sec): 3 clusters
  Score: Raw -14331549.951940 + Penalty 5703.433055 = -14325846.518885
  nChanged 2085
		SP:Iteration 20F (8815.350000 sec): 3 clusters
  Score: Raw -14332651.438966 + Penalty 5703.433055 = -14326948.005911
  nChanged 1925
		SP:Iteration 21Q (8815.660000 sec): 3 clusters
  Score: Raw -14333709.781348 + Penalty 5703.433055 = -14328006.348293
  nChanged 1804
		SP:Iteration 22Q (8815.960000 sec): 3 clusters
  Score: Raw -14334723.619770 + Penalty 5703.433055 = -14329020.186715
  nChanged 1557
		SP:Iteration 23Q (8816.260000 sec): 3 clusters
  Score: Raw -14335613.909800 + Penalty 5703.433055 = -14329910.476744
  nChanged 1405
		SP:Iteration 24Q (8816.540000 sec): 3 clusters
  Score: Raw -14336468.968274 + Penalty 5703.433055 = -14330765.535219
  nChanged 1199
		SP:Iteration 25Q (8816.820000 sec): 3 clusters
  Score: Raw -14337223.735341 + Penalty 5703.433055 = -14331520.302286
  nChanged 993
		SP:Iteration 26Q (8817.100000 sec): 3 clusters
  Score: Raw -14337856.054641 + Penalty 5703.433055 = -14332152.621586
  nChanged 769
		SP:Iteration 27Q (8817.380000 sec): 3 clusters
  Score: Raw -14338329.586045 + Penalty 5703.433055 = -14332626.152990
  nChanged 579
		SP:Iteration 28Q (8817.650000 sec): 3 clusters
  Score: Raw -14338648.672315 + Penalty 5703.433055 = -14332945.239260
  nChanged 420
		SP:Iteration 29Q (8817.910000 sec): 3 clusters
  Score: Raw -14338851.114767 + Penalty 5703.433055 = -14333147.681712
  nChanged 311
		SP:Iteration 30Q (8818.180000 sec): 3 clusters
  Score: Raw -14338984.024211 + Penalty 5703.433055 = -14333280.591156
  nChanged 267
		SP:Iteration 31Q (8818.450000 sec): 3 clusters
  Score: Raw -14339088.206842 + Penalty 5703.433055 = -14333384.773787
  nChanged 202
		SP:Iteration 32Q (8818.710000 sec): 3 clusters
  Score: Raw -14339171.496987 + Penalty 5703.433055 = -14333468.063931
  nChanged 169
		SP:Iteration 33Q (8818.970000 sec): 3 clusters
  Score: Raw -14339244.388382 + Penalty 5703.433055 = -14333540.955327
  nChanged 139
		SP:Iteration 34Q (8819.230000 sec): 3 clusters
  Score: Raw -14339301.043795 + Penalty 5703.433055 = -14333597.610740
  nChanged 108
		SP:Iteration 35Q (8819.490000 sec): 3 clusters
  Score: Raw -14339341.356668 + Penalty 5703.433055 = -14333637.923613
  nChanged 96
		SP:Iteration 36Q (8819.750000 sec): 3 clusters
  Score: Raw -14339380.170972 + Penalty 5703.433055 = -14333676.737917
  nChanged 76
		SP:Iteration 37Q (8820.010000 sec): 3 clusters
  Score: Raw -14339409.320374 + Penalty 5703.433055 = -14333705.887319
  nChanged 63
		SP:Iteration 38Q (8820.260000 sec): 3 clusters
  Score: Raw -14339435.059338 + Penalty 5703.433055 = -14333731.626283
  nChanged 58
		SP:Iteration 39Q (8820.520000 sec): 3 clusters
  Score: Raw -14339454.226491 + Penalty 5703.433055 = -14333750.793436
  nChanged 50
		SP:Iteration 40F (8820.870000 sec): 3 clusters
  Score: Raw -14339476.410660 + Penalty 5703.433055 = -14333772.977605
  nChanged 50
		SP:Iteration 41Q (8821.130000 sec): 3 clusters
  Score: Raw -14339502.785183 + Penalty 5703.433055 = -14333799.352128
  nChanged 53
		SP:Iteration 42Q (8821.380000 sec): 3 clusters
  Score: Raw -14339526.651916 + Penalty 5703.433055 = -14333823.218861
  nChanged 36
		SP:Iteration 43Q (8821.640000 sec): 3 clusters
  Score: Raw -14339543.309258 + Penalty 5703.433055 = -14333839.876203
  nChanged 39
		SP:Iteration 44Q (8821.890000 sec): 3 clusters
  Score: Raw -14339560.985075 + Penalty 5703.433055 = -14333857.552020
  nChanged 36
		SP:Iteration 45Q (8822.150000 sec): 3 clusters
  Score: Raw -14339578.975500 + Penalty 5703.433055 = -14333875.542445
  nChanged 37
		SP:Iteration 46Q (8822.410000 sec): 3 clusters
  Score: Raw -14339596.214698 + Penalty 5703.433055 = -14333892.781643
  nChanged 34
		SP:Iteration 47Q (8822.670000 sec): 3 clusters
  Score: Raw -14339612.511362 + Penalty 5703.433055 = -14333909.078307
  nChanged 26
		SP:Iteration 48Q (8822.920000 sec): 3 clusters
  Score: Raw -14339624.440327 + Penalty 5703.433055 = -14333921.007272
  nChanged 23
		SP:Iteration 49Q (8823.180000 sec): 3 clusters
  Score: Raw -14339634.198911 + Penalty 5703.433055 = -14333930.765856
  nChanged 19
		SP:Iteration 50Q (8823.430000 sec): 3 clusters
  Score: Raw -14339641.589610 + Penalty 5703.433055 = -14333938.156554
  nChanged 16
		SP:Iteration 51Q (8823.690000 sec): 3 clusters
  Score: Raw -14339652.968633 + Penalty 5703.433055 = -14333949.535577
  nChanged 18
		SP:Iteration 52Q (8823.950000 sec): 3 clusters
  Score: Raw -14339661.399945 + Penalty 5703.433055 = -14333957.966890
  nChanged 14
		SP:Iteration 53Q (8824.200000 sec): 3 clusters
  Score: Raw -14339667.077573 + Penalty 5703.433055 = -14333963.644518
  nChanged 9
		SP:Iteration 54Q (8824.450000 sec): 3 clusters
  Score: Raw -14339670.100262 + Penalty 5703.433055 = -14333966.667207
  nChanged 10
		SP:Iteration 55Q (8824.710000 sec): 3 clusters
  Score: Raw -14339675.511158 + Penalty 5703.433055 = -14333972.078103
  nChanged 18
		SP:Iteration 56Q (8824.970000 sec): 3 clusters
  Score: Raw -14339684.136369 + Penalty 5703.433055 = -14333980.703314
  nChanged 23
		SP:Iteration 57Q (8825.220000 sec): 3 clusters
  Score: Raw -14339697.720097 + Penalty 5703.433055 = -14333994.287042
  nChanged 25
		SP:Iteration 58Q (8825.470000 sec): 3 clusters
  Score: Raw -14339711.532119 + Penalty 5703.433055 = -14334008.099063
  nChanged 20
		SP:Iteration 59Q (8825.730000 sec): 3 clusters
  Score: Raw -14339722.039951 + Penalty 5703.433055 = -14334018.606896
  nChanged 30
		SP:Iteration 60F (8826.080000 sec): 3 clusters
  Score: Raw -14339740.058757 + Penalty 5703.433055 = -14334036.625702
  nChanged 32
		SP:Iteration 61Q (8826.330000 sec): 3 clusters
  Score: Raw -14339758.547340 + Penalty 5703.433055 = -14334055.114285
  nChanged 21
		SP:Iteration 62Q (8826.590000 sec): 3 clusters
  Score: Raw -14339768.394362 + Penalty 5703.433055 = -14334064.961307
  nChanged 21
		SP:Iteration 63Q (8826.850000 sec): 3 clusters
  Score: Raw -14339778.885443 + Penalty 5703.433055 = -14334075.452388
  nChanged 20
		SP:Iteration 64Q (8827.100000 sec): 3 clusters
  Score: Raw -14339788.904917 + Penalty 5703.433055 = -14334085.471862
  nChanged 27
		SP:Iteration 65Q (8827.350000 sec): 3 clusters
  Score: Raw -14339801.313790 + Penalty 5703.433055 = -14334097.880735
  nChanged 23
		SP:Iteration 66Q (8827.610000 sec): 3 clusters
  Score: Raw -14339815.597630 + Penalty 5703.433055 = -14334112.164575
  nChanged 24
		SP:Iteration 67Q (8827.860000 sec): 3 clusters
  Score: Raw -14339832.700608 + Penalty 5703.433055 = -14334129.267553
  nChanged 26
		SP:Iteration 68Q (8828.110000 sec): 3 clusters
  Score: Raw -14339847.167532 + Penalty 5703.433055 = -14334143.734477
  nChanged 28
		SP:Iteration 69Q (8828.370000 sec): 3 clusters
  Score: Raw -14339859.397921 + Penalty 5703.433055 = -14334155.964866
  nChanged 21
		SP:Iteration 70Q (8828.620000 sec): 3 clusters
  Score: Raw -14339871.039533 + Penalty 5703.433055 = -14334167.606478
  nChanged 20
		SP:Iteration 71Q (8828.880000 sec): 3 clusters
  Score: Raw -14339879.335637 + Penalty 5703.433055 = -14334175.902582
  nChanged 13
		SP:Iteration 72Q (8829.130000 sec): 3 clusters
  Score: Raw -14339884.355925 + Penalty 5703.433055 = -14334180.922870
  nChanged 13
		SP:Iteration 73Q (8829.380000 sec): 3 clusters
  Score: Raw -14339889.990311 + Penalty 5703.433055 = -14334186.557255
  nChanged 10
		SP:Iteration 74Q (8829.630000 sec): 3 clusters
  Score: Raw -14339894.604917 + Penalty 5703.433055 = -14334191.171862
  nChanged 8
		SP:Iteration 75Q (8829.880000 sec): 3 clusters
  Score: Raw -14339897.288953 + Penalty 5703.433055 = -14334193.855898
  nChanged 4
		SP:Iteration 76Q (8830.130000 sec): 3 clusters
  Score: Raw -14339899.773186 + Penalty 5703.433055 = -14334196.340130
  nChanged 5
		SP:Iteration 77Q (8830.380000 sec): 3 clusters
  Score: Raw -14339902.586366 + Penalty 5703.433055 = -14334199.153311
  nChanged 4
		SP:Iteration 78Q (8830.640000 sec): 3 clusters
  Score: Raw -14339903.977436 + Penalty 5703.433055 = -14334200.544381
  nChanged 0
		SP:Iteration 79F (8830.990000 sec): 3 clusters
  Score: Raw -14339903.977436 + Penalty 5703.433055 = -14334200.544381
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8831.130000 sec): 2 clusters
  Score: Raw -5651717.706007 + Penalty 2605.046030 = -5649112.659977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8831.260000 sec): 3 clusters
  Score: Raw -5629376.653824 + Penalty 5210.092060 = -5624166.561763
  nChanged 16607
		SP:Iteration 1F (8831.390000 sec): 3 clusters
  Score: Raw -5638428.930826 + Penalty 5210.092060 = -5633218.838766
  nChanged 1520
		SP:Iteration 2Q (8831.530000 sec): 3 clusters
  Score: Raw -5638862.207898 + Penalty 5210.092060 = -5633652.115838
  nChanged 1367
		SP:Iteration 3Q (8831.660000 sec): 3 clusters
  Score: Raw -5639245.595169 + Penalty 5210.092060 = -5634035.503109
  nChanged 1277
		SP:Iteration 4Q (8831.800000 sec): 3 clusters
  Score: Raw -5639603.539571 + Penalty 5210.092060 = -5634393.447511
  nChanged 1257
		SP:Iteration 5Q (8831.940000 sec): 3 clusters
  Score: Raw -5639981.678030 + Penalty 5210.092060 = -5634771.585970
  nChanged 1363
		SP:Iteration 6Q (8832.070000 sec): 3 clusters
  Score: Raw -5640478.497603 + Penalty 5210.092060 = -5635268.405542
  nChanged 1632
		SP:Iteration 7Q (8832.200000 sec): 3 clusters
  Score: Raw -5641244.347705 + Penalty 5210.092060 = -5636034.255644
  nChanged 2030
		SP:Iteration 8F (8832.340000 sec): 3 clusters
  Score: Raw -5642447.527455 + Penalty 5210.092060 = -5637237.435395
  nChanged 2414
		SP:Iteration 9F (8832.460000 sec): 3 clusters
  Score: Raw -5644183.977523 + Penalty 5210.092060 = -5638973.885463
  nChanged 2533
		SP:Iteration 10F (8832.600000 sec): 3 clusters
  Score: Raw -5646322.235651 + Penalty 5210.092060 = -5641112.143591
  nChanged 2353
		SP:Iteration 11F (8832.730000 sec): 3 clusters
  Score: Raw -5648456.525142 + Penalty 5210.092060 = -5643246.433082
  nChanged 1712
		SP:Iteration 12Q (8832.860000 sec): 3 clusters
  Score: Raw -5649999.377510 + Penalty 5210.092060 = -5644789.285449
  nChanged 1039
		SP:Iteration 13Q (8832.980000 sec): 3 clusters
  Score: Raw -5650898.776448 + Penalty 5210.092060 = -5645688.684388
  nChanged 608
		SP:Iteration 14Q (8833.100000 sec): 3 clusters
  Score: Raw -5651395.904670 + Penalty 5210.092060 = -5646185.812610
  nChanged 327
		SP:Iteration 15Q (8833.200000 sec): 3 clusters
  Score: Raw -5651643.374424 + Penalty 5210.092060 = -5646433.282364
  nChanged 180
		SP:Iteration 16Q (8833.300000 sec): 3 clusters
  Score: Raw -5651781.784926 + Penalty 5210.092060 = -5646571.692866
  nChanged 118
		SP:Iteration 17Q (8833.400000 sec): 3 clusters
  Score: Raw -5651868.736909 + Penalty 5210.092060 = -5646658.644849
  nChanged 76
		SP:Iteration 18Q (8833.490000 sec): 3 clusters
  Score: Raw -5651931.863505 + Penalty 5210.092060 = -5646721.771445
  nChanged 39
		SP:Iteration 19Q (8833.590000 sec): 3 clusters
  Score: Raw -5651964.334965 + Penalty 5210.092060 = -5646754.242905
  nChanged 27
		SP:Iteration 20F (8833.720000 sec): 3 clusters
  Score: Raw -5651989.808104 + Penalty 5210.092060 = -5646779.716044
  nChanged 17
		SP:Iteration 21Q (8833.810000 sec): 3 clusters
  Score: Raw -5652004.447738 + Penalty 5210.092060 = -5646794.355677
  nChanged 17
		SP:Iteration 22Q (8833.900000 sec): 3 clusters
  Score: Raw -5652018.365399 + Penalty 5210.092060 = -5646808.273339
  nChanged 15
		SP:Iteration 23Q (8834.000000 sec): 3 clusters
  Score: Raw -5652030.915177 + Penalty 5210.092060 = -5646820.823117
  nChanged 13
		SP:Iteration 24Q (8834.090000 sec): 3 clusters
  Score: Raw -5652040.758266 + Penalty 5210.092060 = -5646830.666206
  nChanged 10
		SP:Iteration 25Q (8834.180000 sec): 3 clusters
  Score: Raw -5652047.924737 + Penalty 5210.092060 = -5646837.832677
  nChanged 7
		SP:Iteration 26Q (8834.270000 sec): 3 clusters
  Score: Raw -5652052.720025 + Penalty 5210.092060 = -5646842.627964
  nChanged 4
		SP:Iteration 27Q (8834.360000 sec): 3 clusters
  Score: Raw -5652057.288749 + Penalty 5210.092060 = -5646847.196689
  nChanged 3
		SP:Iteration 28Q (8834.450000 sec): 3 clusters
  Score: Raw -5652060.340397 + Penalty 5210.092060 = -5646850.248337
  nChanged 3
		SP:Iteration 29Q (8834.540000 sec): 3 clusters
  Score: Raw -5652062.372209 + Penalty 5210.092060 = -5646852.280148
  nChanged 2
		SP:Iteration 30Q (8834.640000 sec): 3 clusters
  Score: Raw -5652064.571439 + Penalty 5210.092060 = -5646854.479379
  nChanged 4
		SP:Iteration 31Q (8834.730000 sec): 3 clusters
  Score: Raw -5652068.457303 + Penalty 5210.092060 = -5646858.365243
  nChanged 4
		SP:Iteration 32Q (8834.820000 sec): 3 clusters
  Score: Raw -5652072.528306 + Penalty 5210.092060 = -5646862.436246
  nChanged 1
		SP:Iteration 33Q (8834.910000 sec): 3 clusters
  Score: Raw -5652072.940207 + Penalty 5210.092060 = -5646862.848147
  nChanged 1
		SP:Iteration 34Q (8835.010000 sec): 3 clusters
  Score: Raw -5652073.632153 + Penalty 5210.092060 = -5646863.540093
  nChanged 0
		SP:Iteration 35F (8835.140000 sec): 3 clusters
  Score: Raw -5652073.632153 + Penalty 5210.092060 = -5646863.540093
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8835.460000 sec): 2 clusters
  Score: Raw -14570628.045756 + Penalty 2851.799513 = -14567776.246243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8835.820000 sec): 3 clusters
  Score: Raw -14507162.291878 + Penalty 5703.599026 = -14501458.692852
  nChanged 46733
		SP:Iteration 1F (8836.170000 sec): 3 clusters
  Score: Raw -14534178.141333 + Penalty 5703.599026 = -14528474.542306
  nChanged 3373
		SP:Iteration 2Q (8836.540000 sec): 3 clusters
  Score: Raw -14535047.377303 + Penalty 5703.599026 = -14529343.778276
  nChanged 3622
		SP:Iteration 3Q (8836.900000 sec): 3 clusters
  Score: Raw -14536162.051935 + Penalty 5703.599026 = -14530458.452908
  nChanged 4294
		SP:Iteration 4Q (8837.270000 sec): 3 clusters
  Score: Raw -14537947.469137 + Penalty 5703.599026 = -14532243.870111
  nChanged 5585
		SP:Iteration 5F (8837.630000 sec): 3 clusters
  Score: Raw -14541000.472300 + Penalty 5703.599026 = -14535296.873274
  nChanged 7134
		SP:Iteration 6F (8837.980000 sec): 3 clusters
  Score: Raw -14546077.719069 + Penalty 5703.599026 = -14540374.120042
  nChanged 8428
		SP:Iteration 7F (8838.340000 sec): 3 clusters
  Score: Raw -14553480.666217 + Penalty 5703.599026 = -14547777.067191
  nChanged 7960
		SP:Iteration 8F (8838.700000 sec): 3 clusters
  Score: Raw -14561220.551559 + Penalty 5703.599026 = -14555516.952532
  nChanged 5530
		SP:Iteration 9F (8839.050000 sec): 3 clusters
  Score: Raw -14566568.756608 + Penalty 5703.599026 = -14560865.157582
  nChanged 2823
		SP:Iteration 10Q (8839.390000 sec): 3 clusters
  Score: Raw -14569080.720578 + Penalty 5703.599026 = -14563377.121552
  nChanged 1187
		SP:Iteration 11Q (8839.700000 sec): 3 clusters
  Score: Raw -14570074.798243 + Penalty 5703.599026 = -14564371.199217
  nChanged 508
		SP:Iteration 12Q (8839.980000 sec): 3 clusters
  Score: Raw -14570483.920018 + Penalty 5703.599026 = -14564780.320991
  nChanged 253
		SP:Iteration 13Q (8840.250000 sec): 3 clusters
  Score: Raw -14570707.054114 + Penalty 5703.599026 = -14565003.455088
  nChanged 135
		SP:Iteration 14Q (8840.510000 sec): 3 clusters
  Score: Raw -14570819.610716 + Penalty 5703.599026 = -14565116.011690
  nChanged 64
		SP:Iteration 15Q (8840.770000 sec): 3 clusters
  Score: Raw -14570880.257204 + Penalty 5703.599026 = -14565176.658177
  nChanged 48
		SP:Iteration 16Q (8841.030000 sec): 3 clusters
  Score: Raw -14570924.915548 + Penalty 5703.599026 = -14565221.316521
  nChanged 34
		SP:Iteration 17Q (8841.290000 sec): 3 clusters
  Score: Raw -14570952.401310 + Penalty 5703.599026 = -14565248.802283
  nChanged 20
		SP:Iteration 18Q (8841.540000 sec): 3 clusters
  Score: Raw -14570970.179433 + Penalty 5703.599026 = -14565266.580407
  nChanged 21
		SP:Iteration 19Q (8841.800000 sec): 3 clusters
  Score: Raw -14570990.415600 + Penalty 5703.599026 = -14565286.816574
  nChanged 20
		SP:Iteration 20F (8842.150000 sec): 3 clusters
  Score: Raw -14571003.867833 + Penalty 5703.599026 = -14565300.268807
  nChanged 12
		SP:Iteration 21Q (8842.410000 sec): 3 clusters
  Score: Raw -14571012.295416 + Penalty 5703.599026 = -14565308.696390
  nChanged 6
		SP:Iteration 22Q (8842.670000 sec): 3 clusters
  Score: Raw -14571019.728790 + Penalty 5703.599026 = -14565316.129764
  nChanged 6
		SP:Iteration 23Q (8842.930000 sec): 3 clusters
  Score: Raw -14571026.114677 + Penalty 5703.599026 = -14565322.515651
  nChanged 6
		SP:Iteration 24Q (8843.190000 sec): 3 clusters
  Score: Raw -14571030.671699 + Penalty 5703.599026 = -14565327.072672
  nChanged 4
		SP:Iteration 25Q (8843.450000 sec): 3 clusters
  Score: Raw -14571033.223994 + Penalty 5703.599026 = -14565329.624967
  nChanged 2
		SP:Iteration 26Q (8843.710000 sec): 3 clusters
  Score: Raw -14571035.257400 + Penalty 5703.599026 = -14565331.658374
  nChanged 3
		SP:Iteration 27Q (8843.970000 sec): 3 clusters
  Score: Raw -14571038.267292 + Penalty 5703.599026 = -14565334.668266
  nChanged 3
		SP:Iteration 28Q (8844.220000 sec): 3 clusters
  Score: Raw -14571040.838438 + Penalty 5703.599026 = -14565337.239411
  nChanged 4
		SP:Iteration 29Q (8844.480000 sec): 3 clusters
  Score: Raw -14571044.850630 + Penalty 5703.599026 = -14565341.251603
  nChanged 1
		SP:Iteration 30Q (8844.740000 sec): 3 clusters
  Score: Raw -14571046.570481 + Penalty 5703.599026 = -14565342.971454
  nChanged 3
		SP:Iteration 31Q (8845.000000 sec): 3 clusters
  Score: Raw -14571050.180166 + Penalty 5703.599026 = -14565346.581139
  nChanged 6
		SP:Iteration 32Q (8845.250000 sec): 3 clusters
  Score: Raw -14571057.050465 + Penalty 5703.599026 = -14565353.451438
  nChanged 5
		SP:Iteration 33Q (8845.510000 sec): 3 clusters
  Score: Raw -14571061.421481 + Penalty 5703.599026 = -14565357.822455
  nChanged 3
		SP:Iteration 34Q (8845.770000 sec): 3 clusters
  Score: Raw -14571064.050819 + Penalty 5703.599026 = -14565360.451793
  nChanged 4
		SP:Iteration 35Q (8846.020000 sec): 3 clusters
  Score: Raw -14571066.790006 + Penalty 5703.599026 = -14565363.190980
  nChanged 1
		SP:Iteration 36Q (8846.280000 sec): 3 clusters
  Score: Raw -14571067.304093 + Penalty 5703.599026 = -14565363.705066
  nChanged 1
		SP:Iteration 37Q (8846.530000 sec): 3 clusters
  Score: Raw -14571068.216955 + Penalty 5703.599026 = -14565364.617929
  nChanged 0
		SP:Iteration 38F (8846.890000 sec): 3 clusters
  Score: Raw -14571068.216955 + Penalty 5703.599026 = -14565364.617929
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8846.950000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8846.950000 sec): 3 clusters
  Score: Raw -22215.267866 + Penalty 2547.356025 = -19667.911841
  nChanged 7
		SP:Iteration 1Q (8846.950000 sec): 3 clusters
  Score: Raw -22249.632785 + Penalty 2547.356025 = -19702.276760
  nChanged 0
		SP:Iteration 2F (8846.950000 sec): 3 clusters
  Score: Raw -22249.632785 + Penalty 2547.356025 = -19702.276760
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8847.130000 sec): 2 clusters
  Score: Raw -7501479.168344 + Penalty 2688.609636 = -7498790.558708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8847.320000 sec): 3 clusters
  Score: Raw -7469623.808438 + Penalty 5377.219272 = -7464246.589166
  nChanged 23697
		SP:Iteration 1F (8847.510000 sec): 3 clusters
  Score: Raw -7482721.252559 + Penalty 5377.219272 = -7477344.033287
  nChanged 1801
		SP:Iteration 2Q (8847.710000 sec): 3 clusters
  Score: Raw -7483129.152851 + Penalty 5377.219272 = -7477751.933579
  nChanged 1625
		SP:Iteration 3Q (8847.890000 sec): 3 clusters
  Score: Raw -7483479.508153 + Penalty 5377.219272 = -7478102.288881
  nChanged 1462
		SP:Iteration 4Q (8848.090000 sec): 3 clusters
  Score: Raw -7483807.744028 + Penalty 5377.219272 = -7478430.524756
  nChanged 1460
		SP:Iteration 5Q (8848.280000 sec): 3 clusters
  Score: Raw -7484173.160884 + Penalty 5377.219272 = -7478795.941612
  nChanged 1511
		SP:Iteration 6Q (8848.470000 sec): 3 clusters
  Score: Raw -7484587.184028 + Penalty 5377.219272 = -7479209.964756
  nChanged 1704
		SP:Iteration 7Q (8848.670000 sec): 3 clusters
  Score: Raw -7485143.508324 + Penalty 5377.219272 = -7479766.289052
  nChanged 1975
		SP:Iteration 8Q (8848.860000 sec): 3 clusters
  Score: Raw -7485976.586407 + Penalty 5377.219272 = -7480599.367135
  nChanged 2490
		SP:Iteration 9Q (8849.050000 sec): 3 clusters
  Score: Raw -7487311.279218 + Penalty 5377.219272 = -7481934.059946
  nChanged 3238
		SP:Iteration 10F (8849.250000 sec): 3 clusters
  Score: Raw -7489499.127230 + Penalty 5377.219272 = -7484121.907958
  nChanged 3801
		SP:Iteration 11F (8849.430000 sec): 3 clusters
  Score: Raw -7492605.755294 + Penalty 5377.219272 = -7487228.536022
  nChanged 3889
		SP:Iteration 12F (8849.620000 sec): 3 clusters
  Score: Raw -7496166.907081 + Penalty 5377.219272 = -7490789.687809
  nChanged 2941
		SP:Iteration 13F (8849.810000 sec): 3 clusters
  Score: Raw -7498964.614329 + Penalty 5377.219272 = -7493587.395057
  nChanged 1682
		SP:Iteration 14Q (8849.980000 sec): 3 clusters
  Score: Raw -7500556.393698 + Penalty 5377.219272 = -7495179.174426
  nChanged 754
		SP:Iteration 15Q (8850.130000 sec): 3 clusters
  Score: Raw -7501286.011482 + Penalty 5377.219272 = -7495908.792210
  nChanged 251
		SP:Iteration 16Q (8850.270000 sec): 3 clusters
  Score: Raw -7501535.831521 + Penalty 5377.219272 = -7496158.612249
  nChanged 94
		SP:Iteration 17Q (8850.410000 sec): 3 clusters
  Score: Raw -7501644.925390 + Penalty 5377.219272 = -7496267.706118
  nChanged 39
		SP:Iteration 18Q (8850.550000 sec): 3 clusters
  Score: Raw -7501695.545498 + Penalty 5377.219272 = -7496318.326226
  nChanged 23
		SP:Iteration 19Q (8850.680000 sec): 3 clusters
  Score: Raw -7501728.662106 + Penalty 5377.219272 = -7496351.442834
  nChanged 14
		SP:Iteration 20F (8850.860000 sec): 3 clusters
  Score: Raw -7501749.570921 + Penalty 5377.219272 = -7496372.351649
  nChanged 10
		SP:Iteration 21Q (8850.990000 sec): 3 clusters
  Score: Raw -7501761.812847 + Penalty 5377.219272 = -7496384.593575
  nChanged 8
		SP:Iteration 22Q (8851.130000 sec): 3 clusters
  Score: Raw -7501772.926041 + Penalty 5377.219272 = -7496395.706769
  nChanged 7
		SP:Iteration 23Q (8851.260000 sec): 3 clusters
  Score: Raw -7501785.192547 + Penalty 5377.219272 = -7496407.973275
  nChanged 7
		SP:Iteration 24Q (8851.390000 sec): 3 clusters
  Score: Raw -7501794.796632 + Penalty 5377.219272 = -7496417.577360
  nChanged 3
		SP:Iteration 25Q (8851.520000 sec): 3 clusters
  Score: Raw -7501798.335379 + Penalty 5377.219272 = -7496421.116107
  nChanged 3
		SP:Iteration 26Q (8851.650000 sec): 3 clusters
  Score: Raw -7501801.262703 + Penalty 5377.219272 = -7496424.043431
  nChanged 0
		SP:Iteration 27F (8851.830000 sec): 3 clusters
  Score: Raw -7501801.262703 + Penalty 5377.219272 = -7496424.043431
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8851.860000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8851.860000 sec): 3 clusters
  Score: Raw -76037.211763 + Penalty 3043.240186 = -72993.971577
  nChanged 95
		SP:Iteration 1F (8851.870000 sec): 3 clusters
  Score: Raw -76227.381933 + Penalty 3043.240186 = -73184.141747
  nChanged 24
		SP:Iteration 2F (8851.870000 sec): 3 clusters
  Score: Raw -76286.427653 + Penalty 3043.240186 = -73243.187467
  nChanged 30
		SP:Iteration 3F (8851.870000 sec): 3 clusters
  Score: Raw -76362.380101 + Penalty 3043.240186 = -73319.139915
  nChanged 36
		SP:Iteration 4F (8851.870000 sec): 3 clusters
  Score: Raw -76478.959035 + Penalty 3043.240186 = -73435.718849
  nChanged 34
		SP:Iteration 5F (8851.870000 sec): 3 clusters
  Score: Raw -76614.809908 + Penalty 3043.240186 = -73571.569722
  nChanged 21
		SP:Iteration 6Q (8851.870000 sec): 3 clusters
  Score: Raw -76746.005529 + Penalty 3043.240186 = -73702.765343
  nChanged 13
		SP:Iteration 7Q (8851.870000 sec): 3 clusters
  Score: Raw -76797.172910 + Penalty 3043.240186 = -73753.932724
  nChanged 4
		SP:Iteration 8Q (8851.870000 sec): 3 clusters
  Score: Raw -76821.504700 + Penalty 3043.240186 = -73778.264514
  nChanged 5
		SP:Iteration 9Q (8851.880000 sec): 3 clusters
  Score: Raw -76840.585910 + Penalty 3043.240186 = -73797.345724
  nChanged 3
		SP:Iteration 10Q (8851.880000 sec): 3 clusters
  Score: Raw -76849.965738 + Penalty 3043.240186 = -73806.725552
  nChanged 2
		SP:Iteration 11Q (8851.880000 sec): 3 clusters
  Score: Raw -76855.348298 + Penalty 3043.240186 = -73812.108112
  nChanged 1
		SP:Iteration 12Q (8851.880000 sec): 3 clusters
  Score: Raw -76857.750120 + Penalty 3043.240186 = -73814.509934
  nChanged 0
		SP:Iteration 13F (8851.880000 sec): 3 clusters
  Score: Raw -76857.750120 + Penalty 3043.240186 = -73814.509934
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8851.890000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8851.890000 sec): 3 clusters
  Score: Raw -68273.943869 + Penalty 3055.958832 = -65217.985038
  nChanged 70
		SP:Iteration 1F (8851.890000 sec): 3 clusters
  Score: Raw -68449.685174 + Penalty 3055.958832 = -65393.726342
  nChanged 23
		SP:Iteration 2Q (8851.890000 sec): 3 clusters
  Score: Raw -68515.821433 + Penalty 3055.958832 = -65459.862602
  nChanged 8
		SP:Iteration 3Q (8851.890000 sec): 3 clusters
  Score: Raw -68542.953563 + Penalty 3055.958832 = -65486.994731
  nChanged 10
		SP:Iteration 4Q (8851.890000 sec): 3 clusters
  Score: Raw -68572.610404 + Penalty 3055.958832 = -65516.651572
  nChanged 3
		SP:Iteration 5Q (8851.890000 sec): 3 clusters
  Score: Raw -68586.864107 + Penalty 3055.958832 = -65530.905275
  nChanged 5
		SP:Iteration 6Q (8851.900000 sec): 3 clusters
  Score: Raw -68600.826893 + Penalty 3055.958832 = -65544.868062
  nChanged 4
		SP:Iteration 7Q (8851.900000 sec): 3 clusters
  Score: Raw -68609.908028 + Penalty 3055.958832 = -65553.949196
  nChanged 1
		SP:Iteration 8Q (8851.900000 sec): 3 clusters
  Score: Raw -68610.941408 + Penalty 3055.958832 = -65554.982577
  nChanged 2
		SP:Iteration 9Q (8851.900000 sec): 3 clusters
  Score: Raw -68615.448319 + Penalty 3055.958832 = -65559.489487
  nChanged 1
		SP:Iteration 10Q (8851.900000 sec): 3 clusters
  Score: Raw -68616.041121 + Penalty 3055.958832 = -65560.082289
  nChanged 0
		SP:Iteration 11F (8851.910000 sec): 3 clusters
  Score: Raw -68616.041121 + Penalty 3055.958832 = -65560.082289
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (267931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8852.800000 sec): 2 clusters
  Score: Raw -39649162.005962 + Penalty 3099.624221 = -39646062.381741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8853.800000 sec): 3 clusters
  Score: Raw -39472306.039013 + Penalty 6199.248443 = -39466106.790571
  nChanged 129499
		SP:Iteration 1F (8854.790000 sec): 3 clusters
  Score: Raw -39548698.239311 + Penalty 6199.248443 = -39542498.990869
  nChanged 6681
		SP:Iteration 2Q (8855.810000 sec): 3 clusters
  Score: Raw -39549939.567525 + Penalty 6199.248443 = -39543740.319082
  nChanged 7527
		SP:Iteration 3Q (8856.820000 sec): 3 clusters
  Score: Raw -39551607.243561 + Penalty 6199.248443 = -39545407.995118
  nChanged 8637
		SP:Iteration 4Q (8857.830000 sec): 3 clusters
  Score: Raw -39554088.195211 + Penalty 6199.248443 = -39547888.946768
  nChanged 10843
		SP:Iteration 5Q (8858.840000 sec): 3 clusters
  Score: Raw -39558346.875625 + Penalty 6199.248443 = -39552147.627182
  nChanged 14196
		SP:Iteration 6F (8859.830000 sec): 3 clusters
  Score: Raw -39565900.871504 + Penalty 6199.248443 = -39559701.623061
  nChanged 18323
		SP:Iteration 7F (8860.810000 sec): 3 clusters
  Score: Raw -39578562.460045 + Penalty 6199.248443 = -39572363.211602
  nChanged 21800
		SP:Iteration 8F (8861.800000 sec): 3 clusters
  Score: Raw -39597031.323332 + Penalty 6199.248443 = -39590832.074889
  nChanged 21783
		SP:Iteration 9F (8862.770000 sec): 3 clusters
  Score: Raw -39617746.563510 + Penalty 6199.248443 = -39611547.315067
  nChanged 16863
		SP:Iteration 10F (8863.750000 sec): 3 clusters
  Score: Raw -39634340.148575 + Penalty 6199.248443 = -39628140.900133
  nChanged 9807
		SP:Iteration 11Q (8864.640000 sec): 3 clusters
  Score: Raw -39643828.637403 + Penalty 6199.248443 = -39637629.388961
  nChanged 4160
		SP:Iteration 12Q (8865.440000 sec): 3 clusters
  Score: Raw -39647678.350444 + Penalty 6199.248443 = -39641479.102001
  nChanged 1315
		SP:Iteration 13Q (8866.170000 sec): 3 clusters
  Score: Raw -39648862.894637 + Penalty 6199.248443 = -39642663.646194
  nChanged 328
		SP:Iteration 14Q (8866.870000 sec): 3 clusters
  Score: Raw -39649216.291746 + Penalty 6199.248443 = -39643017.043303
  nChanged 113
		SP:Iteration 15Q (8867.550000 sec): 3 clusters
  Score: Raw -39649346.355242 + Penalty 6199.248443 = -39643147.106800
  nChanged 48
		SP:Iteration 16Q (8868.230000 sec): 3 clusters
  Score: Raw -39649404.313511 + Penalty 6199.248443 = -39643205.065068
  nChanged 24
		SP:Iteration 17Q (8868.910000 sec): 3 clusters
  Score: Raw -39649446.941667 + Penalty 6199.248443 = -39643247.693224
  nChanged 13
		SP:Iteration 18Q (8869.580000 sec): 3 clusters
  Score: Raw -39649463.425200 + Penalty 6199.248443 = -39643264.176757
  nChanged 8
		SP:Iteration 19Q (8870.260000 sec): 3 clusters
  Score: Raw -39649472.168293 + Penalty 6199.248443 = -39643272.919850
  nChanged 5
		SP:Iteration 20F (8871.210000 sec): 3 clusters
  Score: Raw -39649479.291436 + Penalty 6199.248443 = -39643280.042993
  nChanged 2
		SP:Iteration 21Q (8871.890000 sec): 3 clusters
  Score: Raw -39649481.178766 + Penalty 6199.248443 = -39643281.930323
  nChanged 1
		SP:Iteration 22Q (8872.570000 sec): 3 clusters
  Score: Raw -39649482.591863 + Penalty 6199.248443 = -39643283.343420
  nChanged 3
		SP:Iteration 23Q (8873.250000 sec): 3 clusters
  Score: Raw -39649486.705319 + Penalty 6199.248443 = -39643287.456876
  nChanged 1
		SP:Iteration 24Q (8873.920000 sec): 3 clusters
  Score: Raw -39649487.878723 + Penalty 6199.248443 = -39643288.630280
  nChanged 0
		SP:Iteration 25F (8874.870000 sec): 3 clusters
  Score: Raw -39649487.878723 + Penalty 6199.248443 = -39643288.630280
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8875.080000 sec): 2 clusters
  Score: Raw -5141379.529753 + Penalty 2585.006092 = -5138794.523661
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8875.210000 sec): 3 clusters
  Score: Raw -5120865.584183 + Penalty 5170.012183 = -5115695.572000
  nChanged 15393
		SP:Iteration 1F (8875.330000 sec): 3 clusters
  Score: Raw -5129260.402873 + Penalty 5170.012183 = -5124090.390690
  nChanged 1469
		SP:Iteration 2Q (8875.450000 sec): 3 clusters
  Score: Raw -5129677.241994 + Penalty 5170.012183 = -5124507.229811
  nChanged 1304
		SP:Iteration 3Q (8875.580000 sec): 3 clusters
  Score: Raw -5130044.182178 + Penalty 5170.012183 = -5124874.169995
  nChanged 1160
		SP:Iteration 4Q (8875.700000 sec): 3 clusters
  Score: Raw -5130358.976288 + Penalty 5170.012183 = -5125188.964105
  nChanged 1066
		SP:Iteration 5Q (8875.820000 sec): 3 clusters
  Score: Raw -5130648.850410 + Penalty 5170.012183 = -5125478.838227
  nChanged 1030
		SP:Iteration 6Q (8875.950000 sec): 3 clusters
  Score: Raw -5130967.735801 + Penalty 5170.012183 = -5125797.723618
  nChanged 1112
		SP:Iteration 7Q (8876.070000 sec): 3 clusters
  Score: Raw -5131339.289494 + Penalty 5170.012183 = -5126169.277311
  nChanged 1146
		SP:Iteration 8Q (8876.200000 sec): 3 clusters
  Score: Raw -5131766.535948 + Penalty 5170.012183 = -5126596.523765
  nChanged 1343
		SP:Iteration 9Q (8876.320000 sec): 3 clusters
  Score: Raw -5132421.940924 + Penalty 5170.012183 = -5127251.928741
  nChanged 1652
		SP:Iteration 10Q (8876.450000 sec): 3 clusters
  Score: Raw -5133422.438850 + Penalty 5170.012183 = -5128252.426667
  nChanged 1877
		SP:Iteration 11F (8876.570000 sec): 3 clusters
  Score: Raw -5134703.782640 + Penalty 5170.012183 = -5129533.770457
  nChanged 1940
		SP:Iteration 12F (8876.690000 sec): 3 clusters
  Score: Raw -5136041.670573 + Penalty 5170.012183 = -5130871.658390
  nChanged 1630
		SP:Iteration 13Q (8876.820000 sec): 3 clusters
  Score: Raw -5136969.080946 + Penalty 5170.012183 = -5131799.068763
  nChanged 1172
		SP:Iteration 14Q (8876.940000 sec): 3 clusters
  Score: Raw -5137432.601054 + Penalty 5170.012183 = -5132262.588871
  nChanged 767
		SP:Iteration 15Q (8877.060000 sec): 3 clusters
  Score: Raw -5137668.773014 + Penalty 5170.012183 = -5132498.760831
  nChanged 538
		SP:Iteration 16Q (8877.170000 sec): 3 clusters
  Score: Raw -5137826.543423 + Penalty 5170.012183 = -5132656.531240
  nChanged 449
		SP:Iteration 17Q (8877.290000 sec): 3 clusters
  Score: Raw -5137953.193276 + Penalty 5170.012183 = -5132783.181093
  nChanged 436
		SP:Iteration 18Q (8877.410000 sec): 3 clusters
  Score: Raw -5138068.048232 + Penalty 5170.012183 = -5132898.036049
  nChanged 412
		SP:Iteration 19Q (8877.530000 sec): 3 clusters
  Score: Raw -5138180.404380 + Penalty 5170.012183 = -5133010.392197
  nChanged 406
		SP:Iteration 20F (8877.650000 sec): 3 clusters
  Score: Raw -5138287.435765 + Penalty 5170.012183 = -5133117.423582
  nChanged 420
		SP:Iteration 21Q (8877.770000 sec): 3 clusters
  Score: Raw -5138394.385593 + Penalty 5170.012183 = -5133224.373410
  nChanged 395
		SP:Iteration 22Q (8877.880000 sec): 3 clusters
  Score: Raw -5138500.297473 + Penalty 5170.012183 = -5133330.285290
  nChanged 402
		SP:Iteration 23Q (8878.000000 sec): 3 clusters
  Score: Raw -5138614.071799 + Penalty 5170.012183 = -5133444.059616
  nChanged 423
		SP:Iteration 24Q (8878.120000 sec): 3 clusters
  Score: Raw -5138735.277396 + Penalty 5170.012183 = -5133565.265213
  nChanged 415
		SP:Iteration 25Q (8878.230000 sec): 3 clusters
  Score: Raw -5138856.221309 + Penalty 5170.012183 = -5133686.209126
  nChanged 384
		SP:Iteration 26Q (8878.340000 sec): 3 clusters
  Score: Raw -5138964.249974 + Penalty 5170.012183 = -5133794.237791
  nChanged 386
		SP:Iteration 27Q (8878.460000 sec): 3 clusters
  Score: Raw -5139073.285510 + Penalty 5170.012183 = -5133903.273327
  nChanged 371
		SP:Iteration 28Q (8878.570000 sec): 3 clusters
  Score: Raw -5139182.472867 + Penalty 5170.012183 = -5134012.460684
  nChanged 403
		SP:Iteration 29Q (8878.680000 sec): 3 clusters
  Score: Raw -5139316.880700 + Penalty 5170.012183 = -5134146.868517
  nChanged 421
		SP:Iteration 30Q (8878.780000 sec): 3 clusters
  Score: Raw -5139454.113378 + Penalty 5170.012183 = -5134284.101195
  nChanged 386
		SP:Iteration 31Q (8878.890000 sec): 3 clusters
  Score: Raw -5139578.010307 + Penalty 5170.012183 = -5134407.998124
  nChanged 379
		SP:Iteration 32Q (8879.000000 sec): 3 clusters
  Score: Raw -5139700.018122 + Penalty 5170.012183 = -5134530.005939
  nChanged 386
		SP:Iteration 33Q (8879.100000 sec): 3 clusters
  Score: Raw -5139832.770816 + Penalty 5170.012183 = -5134662.758633
  nChanged 376
		SP:Iteration 34Q (8879.200000 sec): 3 clusters
  Score: Raw -5139969.150011 + Penalty 5170.012183 = -5134799.137828
  nChanged 363
		SP:Iteration 35Q (8879.310000 sec): 3 clusters
  Score: Raw -5140103.615958 + Penalty 5170.012183 = -5134933.603775
  nChanged 370
		SP:Iteration 36Q (8879.410000 sec): 3 clusters
  Score: Raw -5140246.629540 + Penalty 5170.012183 = -5135076.617357
  nChanged 330
		SP:Iteration 37Q (8879.520000 sec): 3 clusters
  Score: Raw -5140360.941890 + Penalty 5170.012183 = -5135190.929707
  nChanged 321
		SP:Iteration 38Q (8879.620000 sec): 3 clusters
  Score: Raw -5140469.842378 + Penalty 5170.012183 = -5135299.830195
  nChanged 286
		SP:Iteration 39Q (8879.720000 sec): 3 clusters
  Score: Raw -5140573.597009 + Penalty 5170.012183 = -5135403.584826
  nChanged 280
		SP:Iteration 40F (8879.830000 sec): 3 clusters
  Score: Raw -5140678.962557 + Penalty 5170.012183 = -5135508.950374
  nChanged 267
		SP:Iteration 41Q (8879.930000 sec): 3 clusters
  Score: Raw -5140783.516021 + Penalty 5170.012183 = -5135613.503838
  nChanged 259
		SP:Iteration 42Q (8880.030000 sec): 3 clusters
  Score: Raw -5140876.069589 + Penalty 5170.012183 = -5135706.057406
  nChanged 217
		SP:Iteration 43Q (8880.130000 sec): 3 clusters
  Score: Raw -5140955.468667 + Penalty 5170.012183 = -5135785.456484
  nChanged 185
		SP:Iteration 44Q (8880.240000 sec): 3 clusters
  Score: Raw -5141020.998691 + Penalty 5170.012183 = -5135850.986508
  nChanged 163
		SP:Iteration 45Q (8880.330000 sec): 3 clusters
  Score: Raw -5141074.705196 + Penalty 5170.012183 = -5135904.693013
  nChanged 136
		SP:Iteration 46Q (8880.430000 sec): 3 clusters
  Score: Raw -5141116.940593 + Penalty 5170.012183 = -5135946.928410
  nChanged 118
		SP:Iteration 47Q (8880.530000 sec): 3 clusters
  Score: Raw -5141151.059152 + Penalty 5170.012183 = -5135981.046969
  nChanged 108
		SP:Iteration 48Q (8880.620000 sec): 3 clusters
  Score: Raw -5141180.137882 + Penalty 5170.012183 = -5136010.125699
  nChanged 100
		SP:Iteration 49Q (8880.720000 sec): 3 clusters
  Score: Raw -5141207.674440 + Penalty 5170.012183 = -5136037.662257
  nChanged 93
		SP:Iteration 50Q (8880.810000 sec): 3 clusters
  Score: Raw -5141235.329635 + Penalty 5170.012183 = -5136065.317452
  nChanged 88
		SP:Iteration 51Q (8880.910000 sec): 3 clusters
  Score: Raw -5141260.754151 + Penalty 5170.012183 = -5136090.741968
  nChanged 81
		SP:Iteration 52Q (8881.000000 sec): 3 clusters
  Score: Raw -5141285.776105 + Penalty 5170.012183 = -5136115.763922
  nChanged 77
		SP:Iteration 53Q (8881.100000 sec): 3 clusters
  Score: Raw -5141308.014611 + Penalty 5170.012183 = -5136138.002428
  nChanged 68
		SP:Iteration 54Q (8881.190000 sec): 3 clusters
  Score: Raw -5141324.767893 + Penalty 5170.012183 = -5136154.755710
  nChanged 58
		SP:Iteration 55Q (8881.280000 sec): 3 clusters
  Score: Raw -5141340.902361 + Penalty 5170.012183 = -5136170.890178
  nChanged 53
		SP:Iteration 56Q (8881.370000 sec): 3 clusters
  Score: Raw -5141353.480719 + Penalty 5170.012183 = -5136183.468536
  nChanged 40
		SP:Iteration 57Q (8881.470000 sec): 3 clusters
  Score: Raw -5141364.351727 + Penalty 5170.012183 = -5136194.339544
  nChanged 45
		SP:Iteration 58Q (8881.560000 sec): 3 clusters
  Score: Raw -5141377.600700 + Penalty 5170.012183 = -5136207.588517
  nChanged 47
		SP:Iteration 59Q (8881.650000 sec): 3 clusters
  Score: Raw -5141390.556477 + Penalty 5170.012183 = -5136220.544294
  nChanged 57
		SP:Iteration 60F (8881.770000 sec): 3 clusters
  Score: Raw -5141407.039714 + Penalty 5170.012183 = -5136237.027531
  nChanged 44
		SP:Iteration 61Q (8881.860000 sec): 3 clusters
  Score: Raw -5141420.793940 + Penalty 5170.012183 = -5136250.781757
  nChanged 37
		SP:Iteration 62Q (8881.950000 sec): 3 clusters
  Score: Raw -5141430.557004 + Penalty 5170.012183 = -5136260.544821
  nChanged 36
		SP:Iteration 63Q (8882.050000 sec): 3 clusters
  Score: Raw -5141439.973956 + Penalty 5170.012183 = -5136269.961773
  nChanged 44
		SP:Iteration 64Q (8882.140000 sec): 3 clusters
  Score: Raw -5141450.461630 + Penalty 5170.012183 = -5136280.449447
  nChanged 35
		SP:Iteration 65Q (8882.230000 sec): 3 clusters
  Score: Raw -5141458.733871 + Penalty 5170.012183 = -5136288.721688
  nChanged 34
		SP:Iteration 66Q (8882.320000 sec): 3 clusters
  Score: Raw -5141466.681040 + Penalty 5170.012183 = -5136296.668857
  nChanged 31
		SP:Iteration 67Q (8882.420000 sec): 3 clusters
  Score: Raw -5141475.501919 + Penalty 5170.012183 = -5136305.489736
  nChanged 29
		SP:Iteration 68Q (8882.510000 sec): 3 clusters
  Score: Raw -5141483.039218 + Penalty 5170.012183 = -5136313.027035
  nChanged 15
		SP:Iteration 69Q (8882.610000 sec): 3 clusters
  Score: Raw -5141486.761944 + Penalty 5170.012183 = -5136316.749760
  nChanged 17
		SP:Iteration 70Q (8882.690000 sec): 3 clusters
  Score: Raw -5141491.115748 + Penalty 5170.012183 = -5136321.103565
  nChanged 15
		SP:Iteration 71Q (8882.790000 sec): 3 clusters
  Score: Raw -5141494.267400 + Penalty 5170.012183 = -5136324.255217
  nChanged 20
		SP:Iteration 72Q (8882.880000 sec): 3 clusters
  Score: Raw -5141498.449530 + Penalty 5170.012183 = -5136328.437347
  nChanged 21
		SP:Iteration 73Q (8882.970000 sec): 3 clusters
  Score: Raw -5141502.067434 + Penalty 5170.012183 = -5136332.055251
  nChanged 13
		SP:Iteration 74Q (8883.070000 sec): 3 clusters
  Score: Raw -5141504.981197 + Penalty 5170.012183 = -5136334.969014
  nChanged 11
		SP:Iteration 75Q (8883.150000 sec): 3 clusters
  Score: Raw -5141506.991378 + Penalty 5170.012183 = -5136336.979195
  nChanged 5
		SP:Iteration 76Q (8883.250000 sec): 3 clusters
  Score: Raw -5141507.649281 + Penalty 5170.012183 = -5136337.637098
  nChanged 5
		SP:Iteration 77Q (8883.340000 sec): 3 clusters
  Score: Raw -5141508.530549 + Penalty 5170.012183 = -5136338.518366
  nChanged 3
		SP:Iteration 78Q (8883.430000 sec): 3 clusters
  Score: Raw -5141509.133590 + Penalty 5170.012183 = -5136339.121407
  nChanged 3
		SP:Iteration 79Q (8883.530000 sec): 3 clusters
  Score: Raw -5141509.604751 + Penalty 5170.012183 = -5136339.592568
  nChanged 2
		SP:Iteration 80F (8883.640000 sec): 3 clusters
  Score: Raw -5141509.946288 + Penalty 5170.012183 = -5136339.934105
  nChanged 3
		SP:Iteration 81Q (8883.730000 sec): 3 clusters
  Score: Raw -5141510.393251 + Penalty 5170.012183 = -5136340.381068
  nChanged 1
		SP:Iteration 82Q (8883.820000 sec): 3 clusters
  Score: Raw -5141510.709690 + Penalty 5170.012183 = -5136340.697507
  nChanged 2
		SP:Iteration 83Q (8883.910000 sec): 3 clusters
  Score: Raw -5141511.006975 + Penalty 5170.012183 = -5136340.994792
  nChanged 2
		SP:Iteration 84Q (8884.010000 sec): 3 clusters
  Score: Raw -5141511.678218 + Penalty 5170.012183 = -5136341.666035
  nChanged 4
		SP:Iteration 85Q (8884.090000 sec): 3 clusters
  Score: Raw -5141512.173531 + Penalty 5170.012183 = -5136342.161348
  nChanged 4
		SP:Iteration 86Q (8884.190000 sec): 3 clusters
  Score: Raw -5141512.654371 + Penalty 5170.012183 = -5136342.642188
  nChanged 0
		SP:Iteration 87F (8884.300000 sec): 3 clusters
  Score: Raw -5141512.654371 + Penalty 5170.012183 = -5136342.642188
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.320000 sec): 2 clusters
  Score: Raw -141751.663836 + Penalty 1732.668482 = -140018.995354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.330000 sec): 3 clusters
  Score: Raw -141503.701203 + Penalty 3465.336964 = -138038.364239
  nChanged 311
		SP:Iteration 1F (8884.330000 sec): 3 clusters
  Score: Raw -141861.901028 + Penalty 3465.336964 = -138396.564064
  nChanged 68
		SP:Iteration 2F (8884.330000 sec): 3 clusters
  Score: Raw -141953.747693 + Penalty 3465.336964 = -138488.410729
  nChanged 41
		SP:Iteration 3Q (8884.340000 sec): 3 clusters
  Score: Raw -142016.761911 + Penalty 3465.336964 = -138551.424947
  nChanged 32
		SP:Iteration 4Q (8884.340000 sec): 3 clusters
  Score: Raw -142058.689031 + Penalty 3465.336964 = -138593.352067
  nChanged 25
		SP:Iteration 5Q (8884.350000 sec): 3 clusters
  Score: Raw -142117.567097 + Penalty 3465.336964 = -138652.230133
  nChanged 27
		SP:Iteration 6Q (8884.350000 sec): 3 clusters
  Score: Raw -142163.836216 + Penalty 3465.336964 = -138698.499252
  nChanged 22
		SP:Iteration 7Q (8884.350000 sec): 3 clusters
  Score: Raw -142199.536890 + Penalty 3465.336964 = -138734.199926
  nChanged 21
		SP:Iteration 8Q (8884.350000 sec): 3 clusters
  Score: Raw -142232.754162 + Penalty 3465.336964 = -138767.417198
  nChanged 23
		SP:Iteration 9Q (8884.360000 sec): 3 clusters
  Score: Raw -142275.524751 + Penalty 3465.336964 = -138810.187787
  nChanged 17
		SP:Iteration 10Q (8884.360000 sec): 3 clusters
  Score: Raw -142300.389613 + Penalty 3465.336964 = -138835.052649
  nChanged 7
		SP:Iteration 11Q (8884.370000 sec): 3 clusters
  Score: Raw -142307.494651 + Penalty 3465.336964 = -138842.157687
  nChanged 5
		SP:Iteration 12Q (8884.370000 sec): 3 clusters
  Score: Raw -142313.384500 + Penalty 3465.336964 = -138848.047536
  nChanged 5
		SP:Iteration 13Q (8884.370000 sec): 3 clusters
  Score: Raw -142321.164571 + Penalty 3465.336964 = -138855.827608
  nChanged 5
		SP:Iteration 14Q (8884.370000 sec): 3 clusters
  Score: Raw -142334.072457 + Penalty 3465.336964 = -138868.735493
  nChanged 7
		SP:Iteration 15Q (8884.380000 sec): 3 clusters
  Score: Raw -142354.092159 + Penalty 3465.336964 = -138888.755195
  nChanged 8
		SP:Iteration 16Q (8884.380000 sec): 3 clusters
  Score: Raw -142368.356303 + Penalty 3465.336964 = -138903.019339
  nChanged 4
		SP:Iteration 17Q (8884.390000 sec): 3 clusters
  Score: Raw -142374.496461 + Penalty 3465.336964 = -138909.159498
  nChanged 6
		SP:Iteration 18Q (8884.390000 sec): 3 clusters
  Score: Raw -142381.078459 + Penalty 3465.336964 = -138915.741495
  nChanged 2
		SP:Iteration 19Q (8884.390000 sec): 3 clusters
  Score: Raw -142382.549225 + Penalty 3465.336964 = -138917.212261
  nChanged 2
		SP:Iteration 20F (8884.400000 sec): 3 clusters
  Score: Raw -142384.791994 + Penalty 3465.336964 = -138919.455030
  nChanged 3
		SP:Iteration 21Q (8884.400000 sec): 3 clusters
  Score: Raw -142387.625431 + Penalty 3465.336964 = -138922.288468
  nChanged 1
		SP:Iteration 22Q (8884.400000 sec): 3 clusters
  Score: Raw -142388.895460 + Penalty 3465.336964 = -138923.558496
  nChanged 1
		SP:Iteration 23Q (8884.410000 sec): 3 clusters
  Score: Raw -142389.493575 + Penalty 3465.336964 = -138924.156611
  nChanged 1
		SP:Iteration 24Q (8884.410000 sec): 3 clusters
  Score: Raw -142390.999096 + Penalty 3465.336964 = -138925.662132
  nChanged 3
		SP:Iteration 25Q (8884.410000 sec): 3 clusters
  Score: Raw -142393.123170 + Penalty 3465.336964 = -138927.786206
  nChanged 1
		SP:Iteration 26Q (8884.420000 sec): 3 clusters
  Score: Raw -142394.597599 + Penalty 3465.336964 = -138929.260635
  nChanged 3
		SP:Iteration 27Q (8884.420000 sec): 3 clusters
  Score: Raw -142403.187684 + Penalty 3465.336964 = -138937.850721
  nChanged 3
		SP:Iteration 28Q (8884.420000 sec): 3 clusters
  Score: Raw -142404.745413 + Penalty 3465.336964 = -138939.408449
  nChanged 1
		SP:Iteration 29Q (8884.430000 sec): 3 clusters
  Score: Raw -142405.554360 + Penalty 3465.336964 = -138940.217396
  nChanged 1
		SP:Iteration 30Q (8884.430000 sec): 3 clusters
  Score: Raw -142406.695245 + Penalty 3465.336964 = -138941.358281
  nChanged 1
		SP:Iteration 31Q (8884.430000 sec): 3 clusters
  Score: Raw -142408.727032 + Penalty 3465.336964 = -138943.390068
  nChanged 2
		SP:Iteration 32Q (8884.440000 sec): 3 clusters
  Score: Raw -142411.688265 + Penalty 3465.336964 = -138946.351301
  nChanged 3
		SP:Iteration 33Q (8884.440000 sec): 3 clusters
  Score: Raw -142416.064264 + Penalty 3465.336964 = -138950.727300
  nChanged 4
		SP:Iteration 34Q (8884.440000 sec): 3 clusters
  Score: Raw -142421.052951 + Penalty 3465.336964 = -138955.715987
  nChanged 3
		SP:Iteration 35Q (8884.450000 sec): 3 clusters
  Score: Raw -142423.884320 + Penalty 3465.336964 = -138958.547356
  nChanged 2
		SP:Iteration 36Q (8884.450000 sec): 3 clusters
  Score: Raw -142424.890984 + Penalty 3465.336964 = -138959.554020
  nChanged 1
		SP:Iteration 37Q (8884.450000 sec): 3 clusters
  Score: Raw -142426.072700 + Penalty 3465.336964 = -138960.735736
  nChanged 1
		SP:Iteration 38Q (8884.450000 sec): 3 clusters
  Score: Raw -142426.646306 + Penalty 3465.336964 = -138961.309342
  nChanged 2
		SP:Iteration 39Q (8884.460000 sec): 3 clusters
  Score: Raw -142427.946387 + Penalty 3465.336964 = -138962.609423
  nChanged 1
		SP:Iteration 40F (8884.460000 sec): 3 clusters
  Score: Raw -142428.126218 + Penalty 3465.336964 = -138962.789254
  nChanged 1
		SP:Iteration 41Q (8884.470000 sec): 3 clusters
  Score: Raw -142429.450216 + Penalty 3465.336964 = -138964.113252
  nChanged 0
		SP:Iteration 42F (8884.470000 sec): 3 clusters
  Score: Raw -142429.450216 + Penalty 3465.336964 = -138964.113252
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.470000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.470000 sec): 3 clusters
  Score: Raw -31540.208994 + Penalty 2705.839273 = -28834.369721
  nChanged 27
		SP:Iteration 1F (8884.470000 sec): 3 clusters
  Score: Raw -31665.470840 + Penalty 2705.839273 = -28959.631567
  nChanged 9
		SP:Iteration 2Q (8884.470000 sec): 3 clusters
  Score: Raw -31721.577326 + Penalty 2705.839273 = -29015.738053
  nChanged 4
		SP:Iteration 3Q (8884.480000 sec): 3 clusters
  Score: Raw -31765.121038 + Penalty 2705.839273 = -29059.281765
  nChanged 5
		SP:Iteration 4Q (8884.480000 sec): 3 clusters
  Score: Raw -31799.268846 + Penalty 2705.839273 = -29093.429572
  nChanged 6
		SP:Iteration 5Q (8884.480000 sec): 3 clusters
  Score: Raw -31841.571213 + Penalty 2705.839273 = -29135.731939
  nChanged 3
		SP:Iteration 6Q (8884.480000 sec): 3 clusters
  Score: Raw -31856.589255 + Penalty 2705.839273 = -29150.749982
  nChanged 0
		SP:Iteration 7F (8884.480000 sec): 3 clusters
  Score: Raw -31856.589255 + Penalty 2705.839273 = -29150.749982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.480000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.490000 sec): 3 clusters
  Score: Raw -77806.112013 + Penalty 3172.049753 = -74634.062260
  nChanged 137
		SP:Iteration 1F (8884.490000 sec): 3 clusters
  Score: Raw -78207.810089 + Penalty 3172.049753 = -75035.760337
  nChanged 49
		SP:Iteration 2F (8884.490000 sec): 3 clusters
  Score: Raw -78362.988096 + Penalty 3172.049753 = -75190.938344
  nChanged 30
		SP:Iteration 3F (8884.490000 sec): 3 clusters
  Score: Raw -78461.224149 + Penalty 3172.049753 = -75289.174397
  nChanged 23
		SP:Iteration 4Q (8884.490000 sec): 3 clusters
  Score: Raw -78542.825409 + Penalty 3172.049753 = -75370.775656
  nChanged 16
		SP:Iteration 5Q (8884.490000 sec): 3 clusters
  Score: Raw -78643.817780 + Penalty 3172.049753 = -75471.768028
  nChanged 16
		SP:Iteration 6Q (8884.500000 sec): 3 clusters
  Score: Raw -78704.199928 + Penalty 3172.049753 = -75532.150176
  nChanged 12
		SP:Iteration 7Q (8884.500000 sec): 3 clusters
  Score: Raw -78740.752481 + Penalty 3172.049753 = -75568.702728
  nChanged 7
		SP:Iteration 8Q (8884.500000 sec): 3 clusters
  Score: Raw -78779.711142 + Penalty 3172.049753 = -75607.661389
  nChanged 4
		SP:Iteration 9Q (8884.500000 sec): 3 clusters
  Score: Raw -78792.231129 + Penalty 3172.049753 = -75620.181376
  nChanged 0
		SP:Iteration 10F (8884.500000 sec): 3 clusters
  Score: Raw -78792.231129 + Penalty 3172.049753 = -75620.181376
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.510000 sec): 2 clusters
  Score: Raw -24575.550785 + Penalty 1363.297720 = -23212.253065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.510000 sec): 3 clusters
  Score: Raw -24796.829903 + Penalty 2726.595440 = -22070.234464
  nChanged 29
		SP:Iteration 1F (8884.510000 sec): 3 clusters
  Score: Raw -25052.257997 + Penalty 2726.595440 = -22325.662557
  nChanged 12
		SP:Iteration 2Q (8884.510000 sec): 3 clusters
  Score: Raw -25254.389549 + Penalty 2726.595440 = -22527.794110
  nChanged 6
		SP:Iteration 3Q (8884.510000 sec): 3 clusters
  Score: Raw -25281.744649 + Penalty 2726.595440 = -22555.149209
  nChanged 6
		SP:Iteration 4Q (8884.510000 sec): 3 clusters
  Score: Raw -25327.146646 + Penalty 2726.595440 = -22600.551206
  nChanged 3
		SP:Iteration 5Q (8884.510000 sec): 3 clusters
  Score: Raw -25351.889583 + Penalty 2726.595440 = -22625.294144
  nChanged 5
		SP:Iteration 6Q (8884.510000 sec): 3 clusters
  Score: Raw -25401.595651 + Penalty 2726.595440 = -22675.000211
  nChanged 0
		SP:Iteration 7F (8884.510000 sec): 3 clusters
  Score: Raw -25401.595651 + Penalty 2726.595440 = -22675.000211
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.510000 sec): 2 clusters
  Score: Raw -33339.247056 + Penalty 1391.149005 = -31948.098051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.520000 sec): 3 clusters
  Score: Raw -33576.708366 + Penalty 2782.298010 = -30794.410355
  nChanged 44
		SP:Iteration 1F (8884.520000 sec): 3 clusters
  Score: Raw -33852.980955 + Penalty 2782.298010 = -31070.682945
  nChanged 11
		SP:Iteration 2Q (8884.520000 sec): 3 clusters
  Score: Raw -33899.365862 + Penalty 2782.298010 = -31117.067851
  nChanged 4
		SP:Iteration 3Q (8884.520000 sec): 3 clusters
  Score: Raw -33922.773349 + Penalty 2782.298010 = -31140.475338
  nChanged 3
		SP:Iteration 4Q (8884.520000 sec): 3 clusters
  Score: Raw -33947.356209 + Penalty 2782.298010 = -31165.058198
  nChanged 6
		SP:Iteration 5Q (8884.520000 sec): 3 clusters
  Score: Raw -33976.037060 + Penalty 2782.298010 = -31193.739049
  nChanged 2
		SP:Iteration 6Q (8884.520000 sec): 3 clusters
  Score: Raw -33984.859424 + Penalty 2782.298010 = -31202.561414
  nChanged 2
		SP:Iteration 7Q (8884.520000 sec): 3 clusters
  Score: Raw -34000.674857 + Penalty 2782.298010 = -31218.376847
  nChanged 2
		SP:Iteration 8Q (8884.520000 sec): 3 clusters
  Score: Raw -34021.593083 + Penalty 2782.298010 = -31239.295073
  nChanged 3
		SP:Iteration 9Q (8884.530000 sec): 3 clusters
  Score: Raw -34046.766030 + Penalty 2782.298010 = -31264.468019
  nChanged 2
		SP:Iteration 10Q (8884.530000 sec): 3 clusters
  Score: Raw -34070.893723 + Penalty 2782.298010 = -31288.595712
  nChanged 1
		SP:Iteration 11Q (8884.530000 sec): 3 clusters
  Score: Raw -34076.248803 + Penalty 2782.298010 = -31293.950792
  nChanged 1
		SP:Iteration 12Q (8884.530000 sec): 3 clusters
  Score: Raw -34083.310578 + Penalty 2782.298010 = -31301.012567
  nChanged 0
		SP:Iteration 13F (8884.530000 sec): 3 clusters
  Score: Raw -34083.310578 + Penalty 2782.298010 = -31301.012567
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (220 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.530000 sec): 2 clusters
  Score: Raw -29705.057368 + Penalty 1337.619631 = -28367.437737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.530000 sec): 3 clusters
  Score: Raw -29914.924859 + Penalty 2675.239263 = -27239.685596
  nChanged 23
		SP:Iteration 1F (8884.530000 sec): 3 clusters
  Score: Raw -30008.323905 + Penalty 2675.239263 = -27333.084642
  nChanged 7
		SP:Iteration 2Q (8884.530000 sec): 3 clusters
  Score: Raw -30040.975868 + Penalty 2675.239263 = -27365.736605
  nChanged 1
		SP:Iteration 3Q (8884.530000 sec): 3 clusters
  Score: Raw -30051.040250 + Penalty 2675.239263 = -27375.800987
  nChanged 2
		SP:Iteration 4Q (8884.530000 sec): 3 clusters
  Score: Raw -30067.859326 + Penalty 2675.239263 = -27392.620063
  nChanged 0
		SP:Iteration 5F (8884.530000 sec): 3 clusters
  Score: Raw -30067.859326 + Penalty 2675.239263 = -27392.620063
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.540000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.540000 sec): 3 clusters
  Score: Raw -55091.375993 + Penalty 2975.472535 = -52115.903458
  nChanged 60
		SP:Iteration 1F (8884.540000 sec): 3 clusters
  Score: Raw -55236.171269 + Penalty 2975.472535 = -52260.698734
  nChanged 24
		SP:Iteration 2F (8884.540000 sec): 3 clusters
  Score: Raw -55310.987915 + Penalty 2975.472535 = -52335.515381
  nChanged 14
		SP:Iteration 3Q (8884.540000 sec): 3 clusters
  Score: Raw -55355.184429 + Penalty 2975.472535 = -52379.711894
  nChanged 7
		SP:Iteration 4Q (8884.550000 sec): 3 clusters
  Score: Raw -55374.608150 + Penalty 2975.472535 = -52399.135615
  nChanged 3
		SP:Iteration 5Q (8884.550000 sec): 3 clusters
  Score: Raw -55384.317005 + Penalty 2975.472535 = -52408.844470
  nChanged 1
		SP:Iteration 6Q (8884.550000 sec): 3 clusters
  Score: Raw -55386.613597 + Penalty 2975.472535 = -52411.141062
  nChanged 0
		SP:Iteration 7F (8884.550000 sec): 3 clusters
  Score: Raw -55386.613597 + Penalty 2975.472535 = -52411.141062
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.550000 sec): 2 clusters
  Score: Raw -17577.559976 + Penalty 1308.972435 = -16268.587541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.550000 sec): 3 clusters
  Score: Raw -18116.419310 + Penalty 2617.944871 = -15498.474439
  nChanged 25
		SP:Iteration 1F (8884.550000 sec): 3 clusters
  Score: Raw -18229.842877 + Penalty 2617.944871 = -15611.898006
  nChanged 11
		SP:Iteration 2F (8884.550000 sec): 3 clusters
  Score: Raw -18306.634345 + Penalty 2617.944871 = -15688.689474
  nChanged 4
		SP:Iteration 3Q (8884.550000 sec): 3 clusters
  Score: Raw -18332.667239 + Penalty 2617.944871 = -15714.722368
  nChanged 3
		SP:Iteration 4Q (8884.550000 sec): 3 clusters
  Score: Raw -18343.337190 + Penalty 2617.944871 = -15725.392319
  nChanged 4
		SP:Iteration 5Q (8884.550000 sec): 3 clusters
  Score: Raw -18354.784423 + Penalty 2617.944871 = -15736.839552
  nChanged 3
		SP:Iteration 6Q (8884.560000 sec): 3 clusters
  Score: Raw -18370.396225 + Penalty 2617.944871 = -15752.451354
  nChanged 5
		SP:Iteration 7Q (8884.560000 sec): 3 clusters
  Score: Raw -18395.376031 + Penalty 2617.944871 = -15777.431160
  nChanged 1
		SP:Iteration 8Q (8884.560000 sec): 3 clusters
  Score: Raw -18401.097506 + Penalty 2617.944871 = -15783.152635
  nChanged 1
		SP:Iteration 9Q (8884.560000 sec): 3 clusters
  Score: Raw -18406.665959 + Penalty 2617.944871 = -15788.721088
  nChanged 1
		SP:Iteration 10Q (8884.560000 sec): 3 clusters
  Score: Raw -18414.075544 + Penalty 2617.944871 = -15796.130673
  nChanged 2
		SP:Iteration 11Q (8884.560000 sec): 3 clusters
  Score: Raw -18455.956512 + Penalty 2617.944871 = -15838.011641
  nChanged 0
		SP:Iteration 12F (8884.560000 sec): 3 clusters
  Score: Raw -18458.530363 + Penalty 2617.944871 = -15840.585492
  nChanged 1
		SP:Iteration 13Q (8884.560000 sec): 3 clusters
  Score: Raw -18464.594863 + Penalty 2617.944871 = -15846.649992
  nChanged 0
		SP:Iteration 14F (8884.560000 sec): 3 clusters
  Score: Raw -18464.594863 + Penalty 2617.944871 = -15846.649992
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.560000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.570000 sec): 3 clusters
  Score: Raw -29585.568490 + Penalty 2686.385799 = -26899.182690
  nChanged 20
		SP:Iteration 1F (8884.570000 sec): 3 clusters
  Score: Raw -29684.607558 + Penalty 2686.385799 = -26998.221759
  nChanged 5
		SP:Iteration 2Q (8884.570000 sec): 3 clusters
  Score: Raw -29703.741175 + Penalty 2686.385799 = -27017.355375
  nChanged 1
		SP:Iteration 3Q (8884.570000 sec): 3 clusters
  Score: Raw -29705.315768 + Penalty 2686.385799 = -27018.929969
  nChanged 0
		SP:Iteration 4F (8884.570000 sec): 3 clusters
  Score: Raw -29705.315768 + Penalty 2686.385799 = -27018.929969
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.570000 sec): 2 clusters
  Score: Raw -46074.767155 + Penalty 1447.033063 = -44627.734092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.570000 sec): 3 clusters
  Score: Raw -46272.695384 + Penalty 2894.066126 = -43378.629259
  nChanged 63
		SP:Iteration 1F (8884.570000 sec): 3 clusters
  Score: Raw -46472.451785 + Penalty 2894.066126 = -43578.385660
  nChanged 18
		SP:Iteration 2F (8884.570000 sec): 3 clusters
  Score: Raw -46517.852207 + Penalty 2894.066126 = -43623.786081
  nChanged 8
		SP:Iteration 3Q (8884.570000 sec): 3 clusters
  Score: Raw -46546.351644 + Penalty 2894.066126 = -43652.285518
  nChanged 4
		SP:Iteration 4Q (8884.580000 sec): 3 clusters
  Score: Raw -46578.044619 + Penalty 2894.066126 = -43683.978493
  nChanged 2
		SP:Iteration 5Q (8884.580000 sec): 3 clusters
  Score: Raw -46585.992032 + Penalty 2894.066126 = -43691.925907
  nChanged 0
		SP:Iteration 6F (8884.580000 sec): 3 clusters
  Score: Raw -46585.992032 + Penalty 2894.066126 = -43691.925907
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.580000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.580000 sec): 3 clusters
  Score: Raw -55254.616734 + Penalty 3005.325105 = -52249.291629
  nChanged 75
		SP:Iteration 1F (8884.590000 sec): 3 clusters
  Score: Raw -55434.704833 + Penalty 3005.325105 = -52429.379728
  nChanged 26
		SP:Iteration 2F (8884.590000 sec): 3 clusters
  Score: Raw -55514.275846 + Penalty 3005.325105 = -52508.950741
  nChanged 17
		SP:Iteration 3Q (8884.590000 sec): 3 clusters
  Score: Raw -55609.800749 + Penalty 3005.325105 = -52604.475644
  nChanged 13
		SP:Iteration 4Q (8884.590000 sec): 3 clusters
  Score: Raw -55694.062391 + Penalty 3005.325105 = -52688.737286
  nChanged 17
		SP:Iteration 5Q (8884.590000 sec): 3 clusters
  Score: Raw -55763.096586 + Penalty 3005.325105 = -52757.771481
  nChanged 14
		SP:Iteration 6Q (8884.590000 sec): 3 clusters
  Score: Raw -55817.084732 + Penalty 3005.325105 = -52811.759627
  nChanged 12
		SP:Iteration 7Q (8884.590000 sec): 3 clusters
  Score: Raw -55875.300665 + Penalty 3005.325105 = -52869.975560
  nChanged 10
		SP:Iteration 8Q (8884.590000 sec): 3 clusters
  Score: Raw -55909.943875 + Penalty 3005.325105 = -52904.618770
  nChanged 4
		SP:Iteration 9Q (8884.600000 sec): 3 clusters
  Score: Raw -55927.960670 + Penalty 3005.325105 = -52922.635565
  nChanged 5
		SP:Iteration 10Q (8884.600000 sec): 3 clusters
  Score: Raw -55946.483255 + Penalty 3005.325105 = -52941.158150
  nChanged 5
		SP:Iteration 11Q (8884.600000 sec): 3 clusters
  Score: Raw -55962.929080 + Penalty 3005.325105 = -52957.603975
  nChanged 3
		SP:Iteration 12Q (8884.600000 sec): 3 clusters
  Score: Raw -55970.818807 + Penalty 3005.325105 = -52965.493702
  nChanged 0
		SP:Iteration 13F (8884.600000 sec): 3 clusters
  Score: Raw -55970.818807 + Penalty 3005.325105 = -52965.493702
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 39 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.600000 sec): 2 clusters
  Score: Raw -22896.629861 + Penalty 1287.853299 = -21608.776562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.610000 sec): 3 clusters
  Score: Raw -23174.922207 + Penalty 2575.706598 = -20599.215609
  nChanged 16
		SP:Iteration 1F (8884.610000 sec): 3 clusters
  Score: Raw -23241.219279 + Penalty 2575.706598 = -20665.512681
  nChanged 3
		SP:Iteration 2Q (8884.610000 sec): 3 clusters
  Score: Raw -23252.115778 + Penalty 2575.706598 = -20676.409180
  nChanged 1
		SP:Iteration 3Q (8884.610000 sec): 3 clusters
  Score: Raw -23256.066069 + Penalty 2575.706598 = -20680.359471
  nChanged 0
		SP:Iteration 4F (8884.610000 sec): 3 clusters
  Score: Raw -23256.066069 + Penalty 2575.706598 = -20680.359471
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.610000 sec): 2 clusters
  Score: Raw -68690.960353 + Penalty 1547.104507 = -67143.855846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.610000 sec): 3 clusters
  Score: Raw -68720.639017 + Penalty 3094.209014 = -65626.430003
  nChanged 90
		SP:Iteration 1F (8884.610000 sec): 3 clusters
  Score: Raw -68880.815630 + Penalty 3094.209014 = -65786.606616
  nChanged 28
		SP:Iteration 2F (8884.610000 sec): 3 clusters
  Score: Raw -68943.511037 + Penalty 3094.209014 = -65849.302023
  nChanged 14
		SP:Iteration 3Q (8884.620000 sec): 3 clusters
  Score: Raw -68976.459607 + Penalty 3094.209014 = -65882.250593
  nChanged 19
		SP:Iteration 4Q (8884.620000 sec): 3 clusters
  Score: Raw -69025.518970 + Penalty 3094.209014 = -65931.309956
  nChanged 10
		SP:Iteration 5Q (8884.620000 sec): 3 clusters
  Score: Raw -69049.527111 + Penalty 3094.209014 = -65955.318097
  nChanged 8
		SP:Iteration 6Q (8884.620000 sec): 3 clusters
  Score: Raw -69067.883847 + Penalty 3094.209014 = -65973.674833
  nChanged 6
		SP:Iteration 7Q (8884.630000 sec): 3 clusters
  Score: Raw -69079.671214 + Penalty 3094.209014 = -65985.462200
  nChanged 4
		SP:Iteration 8Q (8884.630000 sec): 3 clusters
  Score: Raw -69086.567879 + Penalty 3094.209014 = -65992.358865
  nChanged 2
		SP:Iteration 9Q (8884.630000 sec): 3 clusters
  Score: Raw -69091.301592 + Penalty 3094.209014 = -65997.092578
  nChanged 4
		SP:Iteration 10Q (8884.630000 sec): 3 clusters
  Score: Raw -69097.756293 + Penalty 3094.209014 = -66003.547279
  nChanged 3
		SP:Iteration 11Q (8884.630000 sec): 3 clusters
  Score: Raw -69103.740277 + Penalty 3094.209014 = -66009.531263
  nChanged 3
		SP:Iteration 12Q (8884.630000 sec): 3 clusters
  Score: Raw -69113.080245 + Penalty 3094.209014 = -66018.871231
  nChanged 0
		SP:Iteration 13F (8884.630000 sec): 3 clusters
  Score: Raw -69113.080245 + Penalty 3094.209014 = -66018.871231
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.630000 sec): 2 clusters
  Score: Raw -17507.566419 + Penalty 1347.563057 = -16160.003362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.630000 sec): 3 clusters
  Score: Raw -18008.907466 + Penalty 2695.126114 = -15313.781353
  nChanged 57
		SP:Iteration 1F (8884.630000 sec): 3 clusters
  Score: Raw -18473.797594 + Penalty 2695.126114 = -15778.671480
  nChanged 14
		SP:Iteration 2F (8884.630000 sec): 3 clusters
  Score: Raw -18691.398484 + Penalty 2695.126114 = -15996.272371
  nChanged 5
		SP:Iteration 3Q (8884.640000 sec): 3 clusters
  Score: Raw -18738.433629 + Penalty 2695.126114 = -16043.307516
  nChanged 3
		SP:Iteration 4Q (8884.640000 sec): 3 clusters
  Score: Raw -18759.225230 + Penalty 2695.126114 = -16064.099116
  nChanged 2
		SP:Iteration 5Q (8884.640000 sec): 3 clusters
  Score: Raw -18808.069482 + Penalty 2695.126114 = -16112.943369
  nChanged 1
		SP:Iteration 6Q (8884.640000 sec): 3 clusters
  Score: Raw -18813.896704 + Penalty 2695.126114 = -16118.770591
  nChanged 0
		SP:Iteration 7F (8884.640000 sec): 3 clusters
  Score: Raw -18813.896704 + Penalty 2695.126114 = -16118.770591
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 42 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.640000 sec): 2 clusters
  Score: Raw -25518.930557 + Penalty 1352.919637 = -24166.010921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.640000 sec): 3 clusters
  Score: Raw -25716.804080 + Penalty 2705.839273 = -23010.964807
  nChanged 28
		SP:Iteration 1F (8884.640000 sec): 3 clusters
  Score: Raw -25817.792405 + Penalty 2705.839273 = -23111.953132
  nChanged 9
		SP:Iteration 2Q (8884.650000 sec): 3 clusters
  Score: Raw -25852.872079 + Penalty 2705.839273 = -23147.032805
  nChanged 4
		SP:Iteration 3Q (8884.650000 sec): 3 clusters
  Score: Raw -25868.637146 + Penalty 2705.839273 = -23162.797872
  nChanged 2
		SP:Iteration 4Q (8884.650000 sec): 3 clusters
  Score: Raw -25877.635149 + Penalty 2705.839273 = -23171.795876
  nChanged 1
		SP:Iteration 5Q (8884.650000 sec): 3 clusters
  Score: Raw -25879.995558 + Penalty 2705.839273 = -23174.156285
  nChanged 2
		SP:Iteration 6Q (8884.650000 sec): 3 clusters
  Score: Raw -25884.621517 + Penalty 2705.839273 = -23178.782243
  nChanged 0
		SP:Iteration 7F (8884.650000 sec): 3 clusters
  Score: Raw -25884.621517 + Penalty 2705.839273 = -23178.782243
  nChanged 0
------ Evaluating fit on full set of 2436854 points ------
  Score: Raw -352963265.928084 + Penalty 149532.828906 = -352813733.099179
Time taken for this iteration:5363.960000 seconds.
 21->42 Clusters: Score -352813733.099179, best is -352692473.313345
THE BEST YET!

Main iterations: 0 (time per iteration =inf ms)
Total iterations: 19262 (time per iteration =470.042381 ms)

Def. Iteration metric 2:
Iteration_metric2 += (scalar)(nDims*nDims)*(scalar)(nPoints)
Iterations metric 2: 1108911224700.000000 (time per metric unit =8.164726ns)

Def. Iteration metric 3:
Iteration_metric3 += (scalar)(nDims*nDims)*(scalar)(nDims*nPoints)
Iterations metric 3: 33267336741000.000000 (time per metric unit=272.157535ps)

That took 9053.956351 seconds.
warning: commands will be executed using /bin/sh
job 5521 at Sun Apr  5 21:03:00 2015
FileBase	/isis1/Yuta/YutaData/YutaMouse32-150319/YutaMouse32-150319
ElecNo	3
UseFeatures	11111111111111111111111111111100000
DropLastNFeatures	0
UseDistributional	0
MaskStarts	500
MinClusters	20
MaxClusters	21
MaxPossibleClusters	200
nStarts	1
StartCluFile	
SplitEvery	40
SplitFirst	20
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
FullStepEvery	20
MaxIter	10000
RandomSeed	1
Debug	0
SplitInfo	1
Verbose	1
DistDump	0
DistThresh	6.907755
ChangedThresh	0.050000
Log	1
SaveTempCluEveryIter	0
Screen	1
PriorPoint	1
SaveSorted	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
RamLimitGB	-1.000000
AlwaysSplitBimodal	1
PointsForClusterMask	10.000000
MinMaskOverlap	0.000000
help	0
WARNING: You have chosen not to set a RAM limit, this may cause problems.
This run is expected to use between 9.08 and 13.62 GB of RAM.
Memory request: 4.54 GB would take us to total of 4.54 GB.
----------------------------------------------------------
Loaded 2436854 data points of dimension 30.
MEMO: A lower score indicates a better clustering 
 
Starting from 20 clusters...
Memory request: 1.51 GB would take us to total of 6.05 GB.
------ Running on subset of 812284 points ------
	SP: Assigned 20 initial classes randomly.
Deleting Class 11 (3160 points): Lose 1018.863460 but Gain 3374.686117
Iteration 0F (55.100000 sec): 19 clusters
  Score: Raw -109271146.625646 + Penalty 60744.350111 = -109210402.275534
  nChanged 768857
Deleting Class 2 (2397 points): Lose 2383.742902 but Gain 3374.686117
Iteration 1F (74.810000 sec): 18 clusters
  Score: Raw -115741614.441580 + Penalty 57369.663994 = -115684244.777586
  nChanged 264186
Deleting Class 3 (1875 points): Lose 2636.347275 but Gain 3374.686117
Iteration 2F (93.430000 sec): 17 clusters
  Score: Raw -116291989.224267 + Penalty 53994.977877 = -116237994.246390
  nChanged 157607
Deleting Class 6 (1877 points): Lose 2025.282323 but Gain 3374.686117
Iteration 3F (111.080000 sec): 16 clusters
  Score: Raw -116540239.590471 + Penalty 50620.291759 = -116489619.298711
  nChanged 99389
Iteration 4F (127.710000 sec): 16 clusters
  Score: Raw -116735699.566980 + Penalty 50620.291759 = -116685079.275221
  nChanged 77577
Iteration 5F (144.310000 sec): 16 clusters
  Score: Raw -117042771.226616 + Penalty 50620.291759 = -116992150.934856
  nChanged 63532
Iteration 6F (160.830000 sec): 16 clusters
  Score: Raw -117150722.424220 + Penalty 50620.291759 = -117100102.132460
  nChanged 51002
Iteration 7F (177.770000 sec): 16 clusters
  Score: Raw -117226441.635106 + Penalty 50620.291759 = -117175821.343347
  nChanged 43721
Iteration 8F (195.430000 sec): 16 clusters
  Score: Raw -117283179.834626 + Penalty 50620.291759 = -117232559.542866
  nChanged 38110
Iteration 9Q (202.220000 sec): 16 clusters
  Score: Raw -117321844.406074 + Penalty 50620.291759 = -117271224.114315
  nChanged 32122
Iteration 10Q (209.200000 sec): 16 clusters
  Score: Raw -117343703.108770 + Penalty 50620.291759 = -117293082.817011
  nChanged 27469
Iteration 11Q (215.480000 sec): 16 clusters
  Score: Raw -117359686.530270 + Penalty 50620.291759 = -117309066.238511
  nChanged 23637
Iteration 12Q (221.400000 sec): 16 clusters
  Score: Raw -117371966.351875 + Penalty 50620.291759 = -117321346.060116
  nChanged 19881
Iteration 13Q (227.240000 sec): 16 clusters
  Score: Raw -117380760.163007 + Penalty 50620.291759 = -117330139.871247
  nChanged 16325
Iteration 14Q (232.970000 sec): 16 clusters
  Score: Raw -117386205.531779 + Penalty 50620.291759 = -117335585.240020
  nChanged 13005
Iteration 15Q (238.630000 sec): 16 clusters
  Score: Raw -117389477.497215 + Penalty 50620.291759 = -117338857.205456
  nChanged 10649
Iteration 16Q (244.230000 sec): 16 clusters
  Score: Raw -117391553.154612 + Penalty 50620.291759 = -117340932.862852
  nChanged 8842
Iteration 17Q (249.820000 sec): 16 clusters
  Score: Raw -117392954.465397 + Penalty 50620.291759 = -117342334.173637
  nChanged 7442
Iteration 18Q (255.380000 sec): 16 clusters
  Score: Raw -117393979.526973 + Penalty 50620.291759 = -117343359.235213
  nChanged 6430
Iteration 19Q (260.940000 sec): 16 clusters
  Score: Raw -117394767.004331 + Penalty 50620.291759 = -117344146.712572
  nChanged 5615
Writing temp clu file 
Because OldScore, -117343359.235213, is greater than current (better) Score,-117344146.712572 
 Compute initial score before splitting:   Score: Raw -117394767.004331 + Penalty 50620.291759 = -117344146.712572
Memory request: 0.01 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (2341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (261.080000 sec): 2 clusters
  Score: Raw -339015.487845 + Penalty 1924.066700 = -337091.421145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (261.090000 sec): 3 clusters
  Score: Raw -338153.813646 + Penalty 3848.133400 = -334305.680246
  nChanged 777
		SP:Iteration 1F (261.090000 sec): 3 clusters
  Score: Raw -338918.802037 + Penalty 3848.133400 = -335070.668638
  nChanged 230
		SP:Iteration 2F (261.110000 sec): 3 clusters
  Score: Raw -339343.151311 + Penalty 3848.133400 = -335495.017911
  nChanged 192
		SP:Iteration 3F (261.110000 sec): 3 clusters
  Score: Raw -339709.805703 + Penalty 3848.133400 = -335861.672303
  nChanged 167
		SP:Iteration 4F (261.120000 sec): 3 clusters
  Score: Raw -340107.716501 + Penalty 3848.133400 = -336259.583101
  nChanged 163
		SP:Iteration 5F (261.130000 sec): 3 clusters
  Score: Raw -340541.137327 + Penalty 3848.133400 = -336693.003927
  nChanged 152
		SP:Iteration 6F (261.150000 sec): 3 clusters
  Score: Raw -340906.040628 + Penalty 3848.133400 = -337057.907228
  nChanged 116
		SP:Iteration 7Q (261.160000 sec): 3 clusters
  Score: Raw -341233.785403 + Penalty 3848.133400 = -337385.652003
  nChanged 75
		SP:Iteration 8Q (261.160000 sec): 3 clusters
  Score: Raw -341430.115429 + Penalty 3848.133400 = -337581.982029
  nChanged 56
		SP:Iteration 9Q (261.170000 sec): 3 clusters
  Score: Raw -341541.970691 + Penalty 3848.133400 = -337693.837291
  nChanged 47
		SP:Iteration 10Q (261.180000 sec): 3 clusters
  Score: Raw -341642.567784 + Penalty 3848.133400 = -337794.434384
  nChanged 59
		SP:Iteration 11Q (261.180000 sec): 3 clusters
  Score: Raw -341842.666046 + Penalty 3848.133400 = -337994.532647
  nChanged 62
		SP:Iteration 12Q (261.190000 sec): 3 clusters
  Score: Raw -342078.229840 + Penalty 3848.133400 = -338230.096440
  nChanged 36
		SP:Iteration 13Q (261.200000 sec): 3 clusters
  Score: Raw -342186.164277 + Penalty 3848.133400 = -338338.030878
  nChanged 27
		SP:Iteration 14Q (261.210000 sec): 3 clusters
  Score: Raw -342256.749863 + Penalty 3848.133400 = -338408.616463
  nChanged 18
		SP:Iteration 15Q (261.210000 sec): 3 clusters
  Score: Raw -342295.663226 + Penalty 3848.133400 = -338447.529826
  nChanged 12
		SP:Iteration 16Q (261.220000 sec): 3 clusters
  Score: Raw -342309.621294 + Penalty 3848.133400 = -338461.487894
  nChanged 3
		SP:Iteration 17Q (261.230000 sec): 3 clusters
  Score: Raw -342311.225041 + Penalty 3848.133400 = -338463.091641
  nChanged 1
		SP:Iteration 18Q (261.240000 sec): 3 clusters
  Score: Raw -342311.403491 + Penalty 3848.133400 = -338463.270091
  nChanged 0
		SP:Iteration 19F (261.240000 sec): 3 clusters
  Score: Raw -342311.403491 + Penalty 3848.133400 = -338463.270091
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 2.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (1873 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (261.260000 sec): 2 clusters
  Score: Raw -275274.500777 + Penalty 1868.753582 = -273405.747195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (261.260000 sec): 3 clusters
  Score: Raw -274618.458286 + Penalty 3737.507164 = -270880.951121
  nChanged 586
		SP:Iteration 1F (261.270000 sec): 3 clusters
  Score: Raw -275048.661034 + Penalty 3737.507164 = -271311.153869
  nChanged 130
		SP:Iteration 2F (261.280000 sec): 3 clusters
  Score: Raw -275182.694701 + Penalty 3737.507164 = -271445.187537
  nChanged 78
		SP:Iteration 3Q (261.280000 sec): 3 clusters
  Score: Raw -275255.410561 + Penalty 3737.507164 = -271517.903397
  nChanged 64
		SP:Iteration 4Q (261.290000 sec): 3 clusters
  Score: Raw -275306.863160 + Penalty 3737.507164 = -271569.355995
  nChanged 38
		SP:Iteration 5Q (261.300000 sec): 3 clusters
  Score: Raw -275337.317416 + Penalty 3737.507164 = -271599.810251
  nChanged 28
		SP:Iteration 6Q (261.310000 sec): 3 clusters
  Score: Raw -275364.194272 + Penalty 3737.507164 = -271626.687108
  nChanged 27
		SP:Iteration 7Q (261.320000 sec): 3 clusters
  Score: Raw -275388.121949 + Penalty 3737.507164 = -271650.614784
  nChanged 27
		SP:Iteration 8Q (261.320000 sec): 3 clusters
  Score: Raw -275412.668300 + Penalty 3737.507164 = -271675.161135
  nChanged 23
		SP:Iteration 9Q (261.330000 sec): 3 clusters
  Score: Raw -275430.586934 + Penalty 3737.507164 = -271693.079770
  nChanged 21
		SP:Iteration 10Q (261.340000 sec): 3 clusters
  Score: Raw -275449.709489 + Penalty 3737.507164 = -271712.202325
  nChanged 20
		SP:Iteration 11Q (261.340000 sec): 3 clusters
  Score: Raw -275465.576054 + Penalty 3737.507164 = -271728.068890
  nChanged 17
		SP:Iteration 12Q (261.350000 sec): 3 clusters
  Score: Raw -275477.840358 + Penalty 3737.507164 = -271740.333194
  nChanged 13
		SP:Iteration 13Q (261.360000 sec): 3 clusters
  Score: Raw -275488.883664 + Penalty 3737.507164 = -271751.376500
  nChanged 10
		SP:Iteration 14Q (261.360000 sec): 3 clusters
  Score: Raw -275501.936207 + Penalty 3737.507164 = -271764.429043
  nChanged 13
		SP:Iteration 15Q (261.370000 sec): 3 clusters
  Score: Raw -275513.492196 + Penalty 3737.507164 = -271775.985032
  nChanged 14
		SP:Iteration 16Q (261.380000 sec): 3 clusters
  Score: Raw -275528.081753 + Penalty 3737.507164 = -271790.574588
  nChanged 20
		SP:Iteration 17Q (261.390000 sec): 3 clusters
  Score: Raw -275543.630995 + Penalty 3737.507164 = -271806.123831
  nChanged 20
		SP:Iteration 18Q (261.400000 sec): 3 clusters
  Score: Raw -275558.213630 + Penalty 3737.507164 = -271820.706466
  nChanged 16
		SP:Iteration 19Q (261.400000 sec): 3 clusters
  Score: Raw -275572.179189 + Penalty 3737.507164 = -271834.672025
  nChanged 11
		SP:Iteration 20F (261.410000 sec): 3 clusters
  Score: Raw -275582.200039 + Penalty 3737.507164 = -271844.692875
  nChanged 11
		SP:Iteration 21Q (261.420000 sec): 3 clusters
  Score: Raw -275589.949826 + Penalty 3737.507164 = -271852.442662
  nChanged 13
		SP:Iteration 22Q (261.420000 sec): 3 clusters
  Score: Raw -275603.593703 + Penalty 3737.507164 = -271866.086538
  nChanged 16
		SP:Iteration 23Q (261.430000 sec): 3 clusters
  Score: Raw -275614.437590 + Penalty 3737.507164 = -271876.930425
  nChanged 10
		SP:Iteration 24Q (261.440000 sec): 3 clusters
  Score: Raw -275622.052220 + Penalty 3737.507164 = -271884.545056
  nChanged 10
		SP:Iteration 25Q (261.440000 sec): 3 clusters
  Score: Raw -275628.605132 + Penalty 3737.507164 = -271891.097968
  nChanged 10
		SP:Iteration 26Q (261.450000 sec): 3 clusters
  Score: Raw -275637.138407 + Penalty 3737.507164 = -271899.631243
  nChanged 7
		SP:Iteration 27Q (261.460000 sec): 3 clusters
  Score: Raw -275642.501594 + Penalty 3737.507164 = -271904.994430
  nChanged 10
		SP:Iteration 28Q (261.470000 sec): 3 clusters
  Score: Raw -275650.682399 + Penalty 3737.507164 = -271913.175235
  nChanged 13
		SP:Iteration 29Q (261.480000 sec): 3 clusters
  Score: Raw -275659.723501 + Penalty 3737.507164 = -271922.216336
  nChanged 8
		SP:Iteration 30Q (261.480000 sec): 3 clusters
  Score: Raw -275666.155082 + Penalty 3737.507164 = -271928.647918
  nChanged 7
		SP:Iteration 31Q (261.490000 sec): 3 clusters
  Score: Raw -275672.748380 + Penalty 3737.507164 = -271935.241216
  nChanged 7
		SP:Iteration 32Q (261.500000 sec): 3 clusters
  Score: Raw -275677.050858 + Penalty 3737.507164 = -271939.543694
  nChanged 2
		SP:Iteration 33Q (261.500000 sec): 3 clusters
  Score: Raw -275678.603235 + Penalty 3737.507164 = -271941.096071
  nChanged 3
		SP:Iteration 34Q (261.510000 sec): 3 clusters
  Score: Raw -275680.250023 + Penalty 3737.507164 = -271942.742858
  nChanged 3
		SP:Iteration 35Q (261.520000 sec): 3 clusters
  Score: Raw -275681.774740 + Penalty 3737.507164 = -271944.267576
  nChanged 3
		SP:Iteration 36Q (261.520000 sec): 3 clusters
  Score: Raw -275682.958548 + Penalty 3737.507164 = -271945.451383
  nChanged 2
		SP:Iteration 37Q (261.530000 sec): 3 clusters
  Score: Raw -275683.988648 + Penalty 3737.507164 = -271946.481483
  nChanged 2
		SP:Iteration 38Q (261.540000 sec): 3 clusters
  Score: Raw -275684.813622 + Penalty 3737.507164 = -271947.306458
  nChanged 0
		SP:Iteration 39F (261.550000 sec): 3 clusters
  Score: Raw -275684.813622 + Penalty 3737.507164 = -271947.306458
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (1175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (261.550000 sec): 2 clusters
  Score: Raw -147026.159700 + Penalty 1753.117810 = -145273.041891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (261.560000 sec): 3 clusters
  Score: Raw -146999.272264 + Penalty 3506.235620 = -143493.036644
  nChanged 397
		SP:Iteration 1F (261.560000 sec): 3 clusters
  Score: Raw -148139.650763 + Penalty 3506.235620 = -144633.415143
  nChanged 175
		SP:Iteration 2F (261.570000 sec): 3 clusters
  Score: Raw -149094.846835 + Penalty 3506.235620 = -145588.611215
  nChanged 109
		SP:Iteration 3F (261.570000 sec): 3 clusters
  Score: Raw -149649.074474 + Penalty 3506.235620 = -146142.838855
  nChanged 55
		SP:Iteration 4Q (261.570000 sec): 3 clusters
  Score: Raw -149954.704709 + Penalty 3506.235620 = -146448.469089
  nChanged 32
		SP:Iteration 5Q (261.580000 sec): 3 clusters
  Score: Raw -150063.219607 + Penalty 3506.235620 = -146556.983988
  nChanged 20
		SP:Iteration 6Q (261.580000 sec): 3 clusters
  Score: Raw -150218.499862 + Penalty 3506.235620 = -146712.264243
  nChanged 9
		SP:Iteration 7Q (261.580000 sec): 3 clusters
  Score: Raw -150280.246367 + Penalty 3506.235620 = -146774.010748
  nChanged 9
		SP:Iteration 8Q (261.590000 sec): 3 clusters
  Score: Raw -150291.257718 + Penalty 3506.235620 = -146785.022099
  nChanged 6
		SP:Iteration 9Q (261.590000 sec): 3 clusters
  Score: Raw -150298.997228 + Penalty 3506.235620 = -146792.761608
  nChanged 6
		SP:Iteration 10Q (261.600000 sec): 3 clusters
  Score: Raw -150309.819104 + Penalty 3506.235620 = -146803.583484
  nChanged 4
		SP:Iteration 11Q (261.600000 sec): 3 clusters
  Score: Raw -150314.993081 + Penalty 3506.235620 = -146808.757461
  nChanged 1
		SP:Iteration 12Q (261.600000 sec): 3 clusters
  Score: Raw -150316.550840 + Penalty 3506.235620 = -146810.315221
  nChanged 1
		SP:Iteration 13Q (261.600000 sec): 3 clusters
  Score: Raw -150317.490984 + Penalty 3506.235620 = -146811.255364
  nChanged 0
		SP:Iteration 14F (261.610000 sec): 3 clusters
  Score: Raw -150317.490984 + Penalty 3506.235620 = -146811.255364
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 3.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (27417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (261.740000 sec): 2 clusters
  Score: Raw -3845299.844555 + Penalty 2534.291797 = -3842765.552758
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (261.850000 sec): 3 clusters
  Score: Raw -3828920.562216 + Penalty 5068.583595 = -3823851.978621
  nChanged 12366
		SP:Iteration 1F (261.970000 sec): 3 clusters
  Score: Raw -3836492.584360 + Penalty 5068.583595 = -3831424.000765
  nChanged 2340
		SP:Iteration 2F (262.070000 sec): 3 clusters
  Score: Raw -3839699.795361 + Penalty 5068.583595 = -3834631.211767
  nChanged 3268
		SP:Iteration 3F (262.180000 sec): 3 clusters
  Score: Raw -3844963.203423 + Penalty 5068.583595 = -3839894.619828
  nChanged 3281
		SP:Iteration 4F (262.290000 sec): 3 clusters
  Score: Raw -3849438.264692 + Penalty 5068.583595 = -3844369.681097
  nChanged 2300
		SP:Iteration 5F (262.400000 sec): 3 clusters
  Score: Raw -3851617.132803 + Penalty 5068.583595 = -3846548.549208
  nChanged 1437
		SP:Iteration 6F (262.500000 sec): 3 clusters
  Score: Raw -3852813.330307 + Penalty 5068.583595 = -3847744.746712
  nChanged 1036
		SP:Iteration 7Q (262.610000 sec): 3 clusters
  Score: Raw -3853641.835507 + Penalty 5068.583595 = -3848573.251913
  nChanged 838
		SP:Iteration 8Q (262.700000 sec): 3 clusters
  Score: Raw -3854259.691183 + Penalty 5068.583595 = -3849191.107588
  nChanged 742
		SP:Iteration 9Q (262.800000 sec): 3 clusters
  Score: Raw -3854803.070644 + Penalty 5068.583595 = -3849734.487049
  nChanged 695
		SP:Iteration 10Q (262.900000 sec): 3 clusters
  Score: Raw -3855305.123194 + Penalty 5068.583595 = -3850236.539599
  nChanged 585
		SP:Iteration 11Q (262.990000 sec): 3 clusters
  Score: Raw -3855669.839340 + Penalty 5068.583595 = -3850601.255745
  nChanged 488
		SP:Iteration 12Q (263.090000 sec): 3 clusters
  Score: Raw -3855896.638323 + Penalty 5068.583595 = -3850828.054729
  nChanged 353
		SP:Iteration 13Q (263.180000 sec): 3 clusters
  Score: Raw -3856019.663145 + Penalty 5068.583595 = -3850951.079550
  nChanged 239
		SP:Iteration 14Q (263.270000 sec): 3 clusters
  Score: Raw -3856081.063700 + Penalty 5068.583595 = -3851012.480105
  nChanged 192
		SP:Iteration 15Q (263.370000 sec): 3 clusters
  Score: Raw -3856122.921033 + Penalty 5068.583595 = -3851054.337439
  nChanged 141
		SP:Iteration 16Q (263.460000 sec): 3 clusters
  Score: Raw -3856150.142102 + Penalty 5068.583595 = -3851081.558507
  nChanged 103
		SP:Iteration 17Q (263.550000 sec): 3 clusters
  Score: Raw -3856166.948326 + Penalty 5068.583595 = -3851098.364731
  nChanged 82
		SP:Iteration 18Q (263.640000 sec): 3 clusters
  Score: Raw -3856178.803865 + Penalty 5068.583595 = -3851110.220270
  nChanged 64
		SP:Iteration 19Q (263.730000 sec): 3 clusters
  Score: Raw -3856188.755617 + Penalty 5068.583595 = -3851120.172022
  nChanged 65
		SP:Iteration 20F (263.840000 sec): 3 clusters
  Score: Raw -3856199.365928 + Penalty 5068.583595 = -3851130.782333
  nChanged 55
		SP:Iteration 21Q (263.930000 sec): 3 clusters
  Score: Raw -3856206.858044 + Penalty 5068.583595 = -3851138.274449
  nChanged 38
		SP:Iteration 22Q (264.020000 sec): 3 clusters
  Score: Raw -3856212.967063 + Penalty 5068.583595 = -3851144.383468
  nChanged 33
		SP:Iteration 23Q (264.110000 sec): 3 clusters
  Score: Raw -3856216.949466 + Penalty 5068.583595 = -3851148.365871
  nChanged 23
		SP:Iteration 24Q (264.200000 sec): 3 clusters
  Score: Raw -3856219.151384 + Penalty 5068.583595 = -3851150.567789
  nChanged 17
		SP:Iteration 25Q (264.290000 sec): 3 clusters
  Score: Raw -3856220.971571 + Penalty 5068.583595 = -3851152.387976
  nChanged 20
		SP:Iteration 26Q (264.390000 sec): 3 clusters
  Score: Raw -3856222.723868 + Penalty 5068.583595 = -3851154.140273
  nChanged 21
		SP:Iteration 27Q (264.480000 sec): 3 clusters
  Score: Raw -3856225.946794 + Penalty 5068.583595 = -3851157.363199
  nChanged 23
		SP:Iteration 28Q (264.570000 sec): 3 clusters
  Score: Raw -3856229.113197 + Penalty 5068.583595 = -3851160.529603
  nChanged 18
		SP:Iteration 29Q (264.660000 sec): 3 clusters
  Score: Raw -3856230.797596 + Penalty 5068.583595 = -3851162.214001
  nChanged 13
		SP:Iteration 30Q (264.750000 sec): 3 clusters
  Score: Raw -3856231.721755 + Penalty 5068.583595 = -3851163.138160
  nChanged 5
		SP:Iteration 31Q (264.850000 sec): 3 clusters
  Score: Raw -3856232.152851 + Penalty 5068.583595 = -3851163.569256
  nChanged 11
		SP:Iteration 32Q (264.940000 sec): 3 clusters
  Score: Raw -3856233.243793 + Penalty 5068.583595 = -3851164.660198
  nChanged 10
		SP:Iteration 33Q (265.030000 sec): 3 clusters
  Score: Raw -3856234.242750 + Penalty 5068.583595 = -3851165.659155
  nChanged 12
		SP:Iteration 34Q (265.120000 sec): 3 clusters
  Score: Raw -3856235.352724 + Penalty 5068.583595 = -3851166.769129
  nChanged 11
		SP:Iteration 35Q (265.210000 sec): 3 clusters
  Score: Raw -3856236.432338 + Penalty 5068.583595 = -3851167.848743
  nChanged 13
		SP:Iteration 36Q (265.310000 sec): 3 clusters
  Score: Raw -3856238.082268 + Penalty 5068.583595 = -3851169.498673
  nChanged 12
		SP:Iteration 37Q (265.400000 sec): 3 clusters
  Score: Raw -3856239.114469 + Penalty 5068.583595 = -3851170.530874
  nChanged 7
		SP:Iteration 38Q (265.490000 sec): 3 clusters
  Score: Raw -3856239.846815 + Penalty 5068.583595 = -3851171.263220
  nChanged 10
		SP:Iteration 39Q (265.590000 sec): 3 clusters
  Score: Raw -3856240.599127 + Penalty 5068.583595 = -3851172.015532
  nChanged 6
		SP:Iteration 40F (265.690000 sec): 3 clusters
  Score: Raw -3856241.221658 + Penalty 5068.583595 = -3851172.638064
  nChanged 10
		SP:Iteration 41Q (265.780000 sec): 3 clusters
  Score: Raw -3856242.095583 + Penalty 5068.583595 = -3851173.511988
  nChanged 8
		SP:Iteration 42Q (265.870000 sec): 3 clusters
  Score: Raw -3856242.612555 + Penalty 5068.583595 = -3851174.028960
  nChanged 6
		SP:Iteration 43Q (265.970000 sec): 3 clusters
  Score: Raw -3856242.965031 + Penalty 5068.583595 = -3851174.381436
  nChanged 1
		SP:Iteration 44Q (266.060000 sec): 3 clusters
  Score: Raw -3856243.045234 + Penalty 5068.583595 = -3851174.461639
  nChanged 1
		SP:Iteration 45Q (266.150000 sec): 3 clusters
  Score: Raw -3856243.096727 + Penalty 5068.583595 = -3851174.513133
  nChanged 1
		SP:Iteration 46Q (266.230000 sec): 3 clusters
  Score: Raw -3856243.155495 + Penalty 5068.583595 = -3851174.571900
  nChanged 0
		SP:Iteration 47F (266.330000 sec): 3 clusters
  Score: Raw -3856243.155495 + Penalty 5068.583595 = -3851174.571900
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 6.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (57693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (266.660000 sec): 2 clusters
  Score: Raw -8726390.859667 + Penalty 2718.797000 = -8723672.062668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (266.880000 sec): 3 clusters
  Score: Raw -8690262.095045 + Penalty 5437.593999 = -8684824.501045
  nChanged 26859
		SP:Iteration 1F (267.090000 sec): 3 clusters
  Score: Raw -8705388.432632 + Penalty 5437.593999 = -8699950.838632
  nChanged 2299
		SP:Iteration 2Q (267.320000 sec): 3 clusters
  Score: Raw -8706087.093495 + Penalty 5437.593999 = -8700649.499496
  nChanged 2231
		SP:Iteration 3Q (267.540000 sec): 3 clusters
  Score: Raw -8706859.245373 + Penalty 5437.593999 = -8701421.651373
  nChanged 2303
		SP:Iteration 4Q (267.760000 sec): 3 clusters
  Score: Raw -8707784.469718 + Penalty 5437.593999 = -8702346.875718
  nChanged 2409
		SP:Iteration 5Q (267.980000 sec): 3 clusters
  Score: Raw -8708892.660917 + Penalty 5437.593999 = -8703455.066918
  nChanged 2579
		SP:Iteration 6Q (268.200000 sec): 3 clusters
  Score: Raw -8710169.173229 + Penalty 5437.593999 = -8704731.579230
  nChanged 2706
		SP:Iteration 7Q (268.420000 sec): 3 clusters
  Score: Raw -8711672.314359 + Penalty 5437.593999 = -8706234.720359
  nChanged 2820
		SP:Iteration 8Q (268.640000 sec): 3 clusters
  Score: Raw -8713360.431500 + Penalty 5437.593999 = -8707922.837501
  nChanged 2768
		SP:Iteration 9Q (268.860000 sec): 3 clusters
  Score: Raw -8715114.794609 + Penalty 5437.593999 = -8709677.200610
  nChanged 2704
		SP:Iteration 10Q (269.070000 sec): 3 clusters
  Score: Raw -8716915.261572 + Penalty 5437.593999 = -8711477.667572
  nChanged 2517
		SP:Iteration 11Q (269.280000 sec): 3 clusters
  Score: Raw -8718582.164297 + Penalty 5437.593999 = -8713144.570298
  nChanged 2098
		SP:Iteration 12Q (269.480000 sec): 3 clusters
  Score: Raw -8719842.865523 + Penalty 5437.593999 = -8714405.271524
  nChanged 1775
		SP:Iteration 13Q (269.680000 sec): 3 clusters
  Score: Raw -8720903.698808 + Penalty 5437.593999 = -8715466.104809
  nChanged 1564
		SP:Iteration 14Q (269.870000 sec): 3 clusters
  Score: Raw -8721805.715203 + Penalty 5437.593999 = -8716368.121203
  nChanged 1357
		SP:Iteration 15Q (270.050000 sec): 3 clusters
  Score: Raw -8722574.637340 + Penalty 5437.593999 = -8717137.043341
  nChanged 1154
		SP:Iteration 16Q (270.240000 sec): 3 clusters
  Score: Raw -8723220.378215 + Penalty 5437.593999 = -8717782.784216
  nChanged 1029
		SP:Iteration 17Q (270.410000 sec): 3 clusters
  Score: Raw -8723801.929869 + Penalty 5437.593999 = -8718364.335870
  nChanged 940
		SP:Iteration 18Q (270.590000 sec): 3 clusters
  Score: Raw -8724343.486748 + Penalty 5437.593999 = -8718905.892749
  nChanged 832
		SP:Iteration 19Q (270.760000 sec): 3 clusters
  Score: Raw -8724832.068343 + Penalty 5437.593999 = -8719394.474343
  nChanged 703
		SP:Iteration 20F (270.970000 sec): 3 clusters
  Score: Raw -8725239.206617 + Penalty 5437.593999 = -8719801.612617
  nChanged 592
		SP:Iteration 21Q (271.140000 sec): 3 clusters
  Score: Raw -8725591.658889 + Penalty 5437.593999 = -8720154.064890
  nChanged 502
		SP:Iteration 22Q (271.300000 sec): 3 clusters
  Score: Raw -8725888.659816 + Penalty 5437.593999 = -8720451.065817
  nChanged 383
		SP:Iteration 23Q (271.460000 sec): 3 clusters
  Score: Raw -8726116.927447 + Penalty 5437.593999 = -8720679.333448
  nChanged 344
		SP:Iteration 24Q (271.620000 sec): 3 clusters
  Score: Raw -8726323.902024 + Penalty 5437.593999 = -8720886.308024
  nChanged 251
		SP:Iteration 25Q (271.780000 sec): 3 clusters
  Score: Raw -8726473.589682 + Penalty 5437.593999 = -8721035.995683
  nChanged 164
		SP:Iteration 26Q (271.940000 sec): 3 clusters
  Score: Raw -8726568.422022 + Penalty 5437.593999 = -8721130.828023
  nChanged 126
		SP:Iteration 27Q (272.100000 sec): 3 clusters
  Score: Raw -8726639.053666 + Penalty 5437.593999 = -8721201.459666
  nChanged 86
		SP:Iteration 28Q (272.250000 sec): 3 clusters
  Score: Raw -8726682.039010 + Penalty 5437.593999 = -8721244.445011
  nChanged 53
		SP:Iteration 29Q (272.400000 sec): 3 clusters
  Score: Raw -8726705.467080 + Penalty 5437.593999 = -8721267.873080
  nChanged 40
		SP:Iteration 30Q (272.560000 sec): 3 clusters
  Score: Raw -8726725.442312 + Penalty 5437.593999 = -8721287.848312
  nChanged 40
		SP:Iteration 31Q (272.710000 sec): 3 clusters
  Score: Raw -8726744.842952 + Penalty 5437.593999 = -8721307.248952
  nChanged 38
		SP:Iteration 32Q (272.860000 sec): 3 clusters
  Score: Raw -8726763.293886 + Penalty 5437.593999 = -8721325.699887
  nChanged 28
		SP:Iteration 33Q (273.010000 sec): 3 clusters
  Score: Raw -8726777.840756 + Penalty 5437.593999 = -8721340.246757
  nChanged 27
		SP:Iteration 34Q (273.160000 sec): 3 clusters
  Score: Raw -8726792.242446 + Penalty 5437.593999 = -8721354.648446
  nChanged 24
		SP:Iteration 35Q (273.320000 sec): 3 clusters
  Score: Raw -8726808.432375 + Penalty 5437.593999 = -8721370.838375
  nChanged 21
		SP:Iteration 36Q (273.470000 sec): 3 clusters
  Score: Raw -8726819.880323 + Penalty 5437.593999 = -8721382.286324
  nChanged 17
		SP:Iteration 37Q (273.620000 sec): 3 clusters
  Score: Raw -8726831.358797 + Penalty 5437.593999 = -8721393.764798
  nChanged 24
		SP:Iteration 38Q (273.780000 sec): 3 clusters
  Score: Raw -8726847.061364 + Penalty 5437.593999 = -8721409.467365
  nChanged 17
		SP:Iteration 39Q (273.930000 sec): 3 clusters
  Score: Raw -8726855.316072 + Penalty 5437.593999 = -8721417.722073
  nChanged 14
		SP:Iteration 40F (274.140000 sec): 3 clusters
  Score: Raw -8726864.204261 + Penalty 5437.593999 = -8721426.610262
  nChanged 16
		SP:Iteration 41Q (274.300000 sec): 3 clusters
  Score: Raw -8726873.704437 + Penalty 5437.593999 = -8721436.110437
  nChanged 14
		SP:Iteration 42Q (274.450000 sec): 3 clusters
  Score: Raw -8726880.504103 + Penalty 5437.593999 = -8721442.910103
  nChanged 9
		SP:Iteration 43Q (274.600000 sec): 3 clusters
  Score: Raw -8726885.297574 + Penalty 5437.593999 = -8721447.703574
  nChanged 9
		SP:Iteration 44Q (274.750000 sec): 3 clusters
  Score: Raw -8726889.154929 + Penalty 5437.593999 = -8721451.560929
  nChanged 5
		SP:Iteration 45Q (274.900000 sec): 3 clusters
  Score: Raw -8726891.016796 + Penalty 5437.593999 = -8721453.422797
  nChanged 2
		SP:Iteration 46Q (275.050000 sec): 3 clusters
  Score: Raw -8726892.299562 + Penalty 5437.593999 = -8721454.705563
  nChanged 2
		SP:Iteration 47Q (275.200000 sec): 3 clusters
  Score: Raw -8726893.130306 + Penalty 5437.593999 = -8721455.536306
  nChanged 3
		SP:Iteration 48Q (275.360000 sec): 3 clusters
  Score: Raw -8726893.970731 + Penalty 5437.593999 = -8721456.376732
  nChanged 0
		SP:Iteration 49F (275.570000 sec): 3 clusters
  Score: Raw -8726893.970731 + Penalty 5437.593999 = -8721456.376732
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (2000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (275.610000 sec): 2 clusters
  Score: Raw -227012.487826 + Penalty 1885.023810 = -225127.464016
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (275.620000 sec): 3 clusters
  Score: Raw -226891.733496 + Penalty 3770.047620 = -223121.685876
  nChanged 757
		SP:Iteration 1F (275.620000 sec): 3 clusters
  Score: Raw -230930.336701 + Penalty 3770.047620 = -227160.289081
  nChanged 380
		SP:Iteration 2F (275.630000 sec): 3 clusters
  Score: Raw -233673.861067 + Penalty 3770.047620 = -229903.813447
  nChanged 215
		SP:Iteration 3F (275.640000 sec): 3 clusters
  Score: Raw -235542.999359 + Penalty 3770.047620 = -231772.951739
  nChanged 68
		SP:Iteration 4Q (275.640000 sec): 3 clusters
  Score: Raw -236098.522500 + Penalty 3770.047620 = -232328.474880
  nChanged 27
		SP:Iteration 5Q (275.650000 sec): 3 clusters
  Score: Raw -236232.483146 + Penalty 3770.047620 = -232462.435526
  nChanged 20
		SP:Iteration 6Q (275.650000 sec): 3 clusters
  Score: Raw -236374.709041 + Penalty 3770.047620 = -232604.661421
  nChanged 21
		SP:Iteration 7Q (275.660000 sec): 3 clusters
  Score: Raw -236459.018833 + Penalty 3770.047620 = -232688.971213
  nChanged 16
		SP:Iteration 8Q (275.660000 sec): 3 clusters
  Score: Raw -236490.031962 + Penalty 3770.047620 = -232719.984342
  nChanged 13
		SP:Iteration 9Q (275.670000 sec): 3 clusters
  Score: Raw -236518.001937 + Penalty 3770.047620 = -232747.954317
  nChanged 13
		SP:Iteration 10Q (275.680000 sec): 3 clusters
  Score: Raw -236543.422457 + Penalty 3770.047620 = -232773.374837
  nChanged 5
		SP:Iteration 11Q (275.680000 sec): 3 clusters
  Score: Raw -236548.951854 + Penalty 3770.047620 = -232778.904234
  nChanged 6
		SP:Iteration 12Q (275.680000 sec): 3 clusters
  Score: Raw -236554.225326 + Penalty 3770.047620 = -232784.177706
  nChanged 5
		SP:Iteration 13Q (275.690000 sec): 3 clusters
  Score: Raw -236557.519428 + Penalty 3770.047620 = -232787.471809
  nChanged 4
		SP:Iteration 14Q (275.700000 sec): 3 clusters
  Score: Raw -236560.909400 + Penalty 3770.047620 = -232790.861780
  nChanged 4
		SP:Iteration 15Q (275.700000 sec): 3 clusters
  Score: Raw -236564.892387 + Penalty 3770.047620 = -232794.844767
  nChanged 3
		SP:Iteration 16Q (275.710000 sec): 3 clusters
  Score: Raw -236566.883158 + Penalty 3770.047620 = -232796.835539
  nChanged 2
		SP:Iteration 17Q (275.710000 sec): 3 clusters
  Score: Raw -236568.311229 + Penalty 3770.047620 = -232798.263609
  nChanged 4
		SP:Iteration 18Q (275.720000 sec): 3 clusters
  Score: Raw -236570.464408 + Penalty 3770.047620 = -232800.416788
  nChanged 2
		SP:Iteration 19Q (275.720000 sec): 3 clusters
  Score: Raw -236572.203064 + Penalty 3770.047620 = -232802.155444
  nChanged 3
		SP:Iteration 20F (275.730000 sec): 3 clusters
  Score: Raw -236595.687975 + Penalty 3770.047620 = -232825.640355
  nChanged 7
		SP:Iteration 21Q (275.740000 sec): 3 clusters
  Score: Raw -236630.728653 + Penalty 3770.047620 = -232860.681033
  nChanged 3
		SP:Iteration 22Q (275.740000 sec): 3 clusters
  Score: Raw -236632.957690 + Penalty 3770.047620 = -232862.910071
  nChanged 2
		SP:Iteration 23Q (275.750000 sec): 3 clusters
  Score: Raw -236634.594560 + Penalty 3770.047620 = -232864.546940
  nChanged 2
		SP:Iteration 24Q (275.750000 sec): 3 clusters
  Score: Raw -236635.634374 + Penalty 3770.047620 = -232865.586754
  nChanged 2
		SP:Iteration 25Q (275.760000 sec): 3 clusters
  Score: Raw -236636.962539 + Penalty 3770.047620 = -232866.914919
  nChanged 3
		SP:Iteration 26Q (275.760000 sec): 3 clusters
  Score: Raw -236639.211665 + Penalty 3770.047620 = -232869.164045
  nChanged 1
		SP:Iteration 27Q (275.770000 sec): 3 clusters
  Score: Raw -236639.699630 + Penalty 3770.047620 = -232869.652010
  nChanged 0
		SP:Iteration 28F (275.780000 sec): 3 clusters
  Score: Raw -236639.699630 + Penalty 3770.047620 = -232869.652010
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 11.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (184344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (276.600000 sec): 2 clusters
  Score: Raw -27315899.172737 + Penalty 3006.890596 = -27312892.282141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (277.300000 sec): 3 clusters
  Score: Raw -27195186.273755 + Penalty 6013.781193 = -27189172.492562
  nChanged 88478
		SP:Iteration 1F (277.990000 sec): 3 clusters
  Score: Raw -27247178.927779 + Penalty 6013.781193 = -27241165.146586
  nChanged 6499
		SP:Iteration 2Q (278.690000 sec): 3 clusters
  Score: Raw -27249048.552343 + Penalty 6013.781193 = -27243034.771151
  nChanged 7849
		SP:Iteration 3Q (279.400000 sec): 3 clusters
  Score: Raw -27252144.584432 + Penalty 6013.781193 = -27246130.803239
  nChanged 10064
		SP:Iteration 4F (280.090000 sec): 3 clusters
  Score: Raw -27257436.632666 + Penalty 6013.781193 = -27251422.851473
  nChanged 12867
		SP:Iteration 5F (280.780000 sec): 3 clusters
  Score: Raw -27265942.739440 + Penalty 6013.781193 = -27259928.958247
  nChanged 14577
		SP:Iteration 6F (281.470000 sec): 3 clusters
  Score: Raw -27277176.301532 + Penalty 6013.781193 = -27271162.520339
  nChanged 13699
		SP:Iteration 7F (282.160000 sec): 3 clusters
  Score: Raw -27288388.519240 + Penalty 6013.781193 = -27282374.738048
  nChanged 10689
		SP:Iteration 8F (282.850000 sec): 3 clusters
  Score: Raw -27297677.446368 + Penalty 6013.781193 = -27291663.665176
  nChanged 7192
		SP:Iteration 9Q (283.530000 sec): 3 clusters
  Score: Raw -27304107.116809 + Penalty 6013.781193 = -27298093.335617
  nChanged 4691
		SP:Iteration 10Q (284.170000 sec): 3 clusters
  Score: Raw -27307609.990957 + Penalty 6013.781193 = -27301596.209764
  nChanged 3162
		SP:Iteration 11Q (284.780000 sec): 3 clusters
  Score: Raw -27309617.857352 + Penalty 6013.781193 = -27303604.076160
  nChanged 2435
		SP:Iteration 12Q (285.360000 sec): 3 clusters
  Score: Raw -27310947.917020 + Penalty 6013.781193 = -27304934.135827
  nChanged 2084
		SP:Iteration 13Q (285.930000 sec): 3 clusters
  Score: Raw -27311953.630550 + Penalty 6013.781193 = -27305939.849357
  nChanged 1793
		SP:Iteration 14Q (286.500000 sec): 3 clusters
  Score: Raw -27312777.636709 + Penalty 6013.781193 = -27306763.855517
  nChanged 1587
		SP:Iteration 15Q (287.050000 sec): 3 clusters
  Score: Raw -27313471.001035 + Penalty 6013.781193 = -27307457.219842
  nChanged 1376
		SP:Iteration 16Q (287.610000 sec): 3 clusters
  Score: Raw -27314011.593741 + Penalty 6013.781193 = -27307997.812548
  nChanged 1157
		SP:Iteration 17Q (288.150000 sec): 3 clusters
  Score: Raw -27314429.792279 + Penalty 6013.781193 = -27308416.011087
  nChanged 1036
		SP:Iteration 18Q (288.690000 sec): 3 clusters
  Score: Raw -27314767.089942 + Penalty 6013.781193 = -27308753.308750
  nChanged 920
		SP:Iteration 19Q (289.230000 sec): 3 clusters
  Score: Raw -27315038.051181 + Penalty 6013.781193 = -27309024.269989
  nChanged 830
		SP:Iteration 20F (289.910000 sec): 3 clusters
  Score: Raw -27315268.797716 + Penalty 6013.781193 = -27309255.016523
  nChanged 764
		SP:Iteration 21Q (290.440000 sec): 3 clusters
  Score: Raw -27315476.310493 + Penalty 6013.781193 = -27309462.529300
  nChanged 669
		SP:Iteration 22Q (290.970000 sec): 3 clusters
  Score: Raw -27315637.955668 + Penalty 6013.781193 = -27309624.174475
  nChanged 551
		SP:Iteration 23Q (291.490000 sec): 3 clusters
  Score: Raw -27315751.828173 + Penalty 6013.781193 = -27309738.046980
  nChanged 480
		SP:Iteration 24Q (292.010000 sec): 3 clusters
  Score: Raw -27315841.524160 + Penalty 6013.781193 = -27309827.742967
  nChanged 417
		SP:Iteration 25Q (292.530000 sec): 3 clusters
  Score: Raw -27315917.737456 + Penalty 6013.781193 = -27309903.956263
  nChanged 420
		SP:Iteration 26Q (293.040000 sec): 3 clusters
  Score: Raw -27315994.440194 + Penalty 6013.781193 = -27309980.659001
  nChanged 364
		SP:Iteration 27Q (293.560000 sec): 3 clusters
  Score: Raw -27316058.140860 + Penalty 6013.781193 = -27310044.359667
  nChanged 360
		SP:Iteration 28Q (294.080000 sec): 3 clusters
  Score: Raw -27316118.703324 + Penalty 6013.781193 = -27310104.922132
  nChanged 320
		SP:Iteration 29Q (294.590000 sec): 3 clusters
  Score: Raw -27316168.217321 + Penalty 6013.781193 = -27310154.436129
  nChanged 279
		SP:Iteration 30Q (295.110000 sec): 3 clusters
  Score: Raw -27316210.081213 + Penalty 6013.781193 = -27310196.300021
  nChanged 283
		SP:Iteration 31Q (295.710000 sec): 3 clusters
  Score: Raw -27316255.613976 + Penalty 6013.781193 = -27310241.832783
  nChanged 281
		SP:Iteration 32Q (296.290000 sec): 3 clusters
  Score: Raw -27316301.862560 + Penalty 6013.781193 = -27310288.081367
  nChanged 290
		SP:Iteration 33Q (296.850000 sec): 3 clusters
  Score: Raw -27316351.381272 + Penalty 6013.781193 = -27310337.600079
  nChanged 264
		SP:Iteration 34Q (297.380000 sec): 3 clusters
  Score: Raw -27316394.878595 + Penalty 6013.781193 = -27310381.097403
  nChanged 236
		SP:Iteration 35Q (297.910000 sec): 3 clusters
  Score: Raw -27316427.744022 + Penalty 6013.781193 = -27310413.962829
  nChanged 205
		SP:Iteration 36Q (298.450000 sec): 3 clusters
  Score: Raw -27316455.223473 + Penalty 6013.781193 = -27310441.442280
  nChanged 193
		SP:Iteration 37Q (298.980000 sec): 3 clusters
  Score: Raw -27316482.898046 + Penalty 6013.781193 = -27310469.116854
  nChanged 198
		SP:Iteration 38Q (299.510000 sec): 3 clusters
  Score: Raw -27316511.475362 + Penalty 6013.781193 = -27310497.694169
  nChanged 186
		SP:Iteration 39Q (300.030000 sec): 3 clusters
  Score: Raw -27316541.231465 + Penalty 6013.781193 = -27310527.450272
  nChanged 189
		SP:Iteration 40F (300.730000 sec): 3 clusters
  Score: Raw -27316570.128953 + Penalty 6013.781193 = -27310556.347760
  nChanged 151
		SP:Iteration 41Q (301.250000 sec): 3 clusters
  Score: Raw -27316590.953282 + Penalty 6013.781193 = -27310577.172089
  nChanged 138
		SP:Iteration 42Q (301.790000 sec): 3 clusters
  Score: Raw -27316608.602782 + Penalty 6013.781193 = -27310594.821589
  nChanged 113
		SP:Iteration 43Q (302.310000 sec): 3 clusters
  Score: Raw -27316622.586883 + Penalty 6013.781193 = -27310608.805690
  nChanged 112
		SP:Iteration 44Q (302.840000 sec): 3 clusters
  Score: Raw -27316635.662312 + Penalty 6013.781193 = -27310621.881119
  nChanged 98
		SP:Iteration 45Q (303.360000 sec): 3 clusters
  Score: Raw -27316645.565172 + Penalty 6013.781193 = -27310631.783979
  nChanged 86
		SP:Iteration 46Q (303.890000 sec): 3 clusters
  Score: Raw -27316654.989541 + Penalty 6013.781193 = -27310641.208348
  nChanged 75
		SP:Iteration 47Q (304.410000 sec): 3 clusters
  Score: Raw -27316663.312861 + Penalty 6013.781193 = -27310649.531668
  nChanged 68
		SP:Iteration 48Q (304.940000 sec): 3 clusters
  Score: Raw -27316670.365014 + Penalty 6013.781193 = -27310656.583821
  nChanged 70
		SP:Iteration 49Q (305.460000 sec): 3 clusters
  Score: Raw -27316677.590460 + Penalty 6013.781193 = -27310663.809267
  nChanged 63
		SP:Iteration 50Q (305.990000 sec): 3 clusters
  Score: Raw -27316682.421749 + Penalty 6013.781193 = -27310668.640557
  nChanged 48
		SP:Iteration 51Q (306.520000 sec): 3 clusters
  Score: Raw -27316685.913073 + Penalty 6013.781193 = -27310672.131880
  nChanged 48
		SP:Iteration 52Q (307.050000 sec): 3 clusters
  Score: Raw -27316689.005145 + Penalty 6013.781193 = -27310675.223952
  nChanged 42
		SP:Iteration 53Q (307.570000 sec): 3 clusters
  Score: Raw -27316691.598672 + Penalty 6013.781193 = -27310677.817480
  nChanged 29
		SP:Iteration 54Q (308.090000 sec): 3 clusters
  Score: Raw -27316693.341737 + Penalty 6013.781193 = -27310679.560544
  nChanged 29
		SP:Iteration 55Q (308.620000 sec): 3 clusters
  Score: Raw -27316695.012883 + Penalty 6013.781193 = -27310681.231690
  nChanged 16
		SP:Iteration 56Q (309.140000 sec): 3 clusters
  Score: Raw -27316695.970031 + Penalty 6013.781193 = -27310682.188839
  nChanged 20
		SP:Iteration 57Q (309.660000 sec): 3 clusters
  Score: Raw -27316697.322223 + Penalty 6013.781193 = -27310683.541030
  nChanged 24
		SP:Iteration 58Q (310.190000 sec): 3 clusters
  Score: Raw -27316698.682551 + Penalty 6013.781193 = -27310684.901359
  nChanged 17
		SP:Iteration 59Q (310.710000 sec): 3 clusters
  Score: Raw -27316699.871890 + Penalty 6013.781193 = -27310686.090697
  nChanged 14
		SP:Iteration 60F (311.410000 sec): 3 clusters
  Score: Raw -27316700.553609 + Penalty 6013.781193 = -27310686.772416
  nChanged 16
		SP:Iteration 61Q (311.920000 sec): 3 clusters
  Score: Raw -27316701.264311 + Penalty 6013.781193 = -27310687.483118
  nChanged 12
		SP:Iteration 62Q (312.440000 sec): 3 clusters
  Score: Raw -27316701.864461 + Penalty 6013.781193 = -27310688.083269
  nChanged 13
		SP:Iteration 63Q (312.970000 sec): 3 clusters
  Score: Raw -27316702.508837 + Penalty 6013.781193 = -27310688.727644
  nChanged 14
		SP:Iteration 64Q (313.500000 sec): 3 clusters
  Score: Raw -27316703.253960 + Penalty 6013.781193 = -27310689.472767
  nChanged 13
		SP:Iteration 65Q (314.020000 sec): 3 clusters
  Score: Raw -27316704.140987 + Penalty 6013.781193 = -27310690.359794
  nChanged 16
		SP:Iteration 66Q (314.540000 sec): 3 clusters
  Score: Raw -27316705.057779 + Penalty 6013.781193 = -27310691.276587
  nChanged 11
		SP:Iteration 67Q (315.070000 sec): 3 clusters
  Score: Raw -27316705.661237 + Penalty 6013.781193 = -27310691.880045
  nChanged 15
		SP:Iteration 68Q (315.590000 sec): 3 clusters
  Score: Raw -27316706.704249 + Penalty 6013.781193 = -27310692.923056
  nChanged 16
		SP:Iteration 69Q (316.110000 sec): 3 clusters
  Score: Raw -27316707.747692 + Penalty 6013.781193 = -27310693.966499
  nChanged 13
		SP:Iteration 70Q (316.630000 sec): 3 clusters
  Score: Raw -27316708.398633 + Penalty 6013.781193 = -27310694.617440
  nChanged 14
		SP:Iteration 71Q (317.160000 sec): 3 clusters
  Score: Raw -27316709.162298 + Penalty 6013.781193 = -27310695.381106
  nChanged 14
		SP:Iteration 72Q (317.680000 sec): 3 clusters
  Score: Raw -27316709.928709 + Penalty 6013.781193 = -27310696.147516
  nChanged 13
		SP:Iteration 73Q (318.210000 sec): 3 clusters
  Score: Raw -27316710.891864 + Penalty 6013.781193 = -27310697.110672
  nChanged 16
		SP:Iteration 74Q (318.730000 sec): 3 clusters
  Score: Raw -27316712.130216 + Penalty 6013.781193 = -27310698.349023
  nChanged 19
		SP:Iteration 75Q (319.250000 sec): 3 clusters
  Score: Raw -27316713.291676 + Penalty 6013.781193 = -27310699.510483
  nChanged 26
		SP:Iteration 76Q (319.770000 sec): 3 clusters
  Score: Raw -27316715.015944 + Penalty 6013.781193 = -27310701.234751
  nChanged 21
		SP:Iteration 77Q (320.310000 sec): 3 clusters
  Score: Raw -27316716.431186 + Penalty 6013.781193 = -27310702.649993
  nChanged 25
		SP:Iteration 78Q (320.830000 sec): 3 clusters
  Score: Raw -27316718.215488 + Penalty 6013.781193 = -27310704.434295
  nChanged 18
		SP:Iteration 79Q (321.350000 sec): 3 clusters
  Score: Raw -27316719.883602 + Penalty 6013.781193 = -27310706.102409
  nChanged 27
		SP:Iteration 80F (322.060000 sec): 3 clusters
  Score: Raw -27316722.363688 + Penalty 6013.781193 = -27310708.582495
  nChanged 31
		SP:Iteration 81Q (322.580000 sec): 3 clusters
  Score: Raw -27316724.791879 + Penalty 6013.781193 = -27310711.010686
  nChanged 30
		SP:Iteration 82Q (323.110000 sec): 3 clusters
  Score: Raw -27316726.758644 + Penalty 6013.781193 = -27310712.977451
  nChanged 18
		SP:Iteration 83Q (323.630000 sec): 3 clusters
  Score: Raw -27316727.891501 + Penalty 6013.781193 = -27310714.110308
  nChanged 17
		SP:Iteration 84Q (324.150000 sec): 3 clusters
  Score: Raw -27316728.965671 + Penalty 6013.781193 = -27310715.184478
  nChanged 15
		SP:Iteration 85Q (324.670000 sec): 3 clusters
  Score: Raw -27316729.905523 + Penalty 6013.781193 = -27310716.124331
  nChanged 14
		SP:Iteration 86Q (325.210000 sec): 3 clusters
  Score: Raw -27316730.618587 + Penalty 6013.781193 = -27310716.837394
  nChanged 12
		SP:Iteration 87Q (325.740000 sec): 3 clusters
  Score: Raw -27316731.271616 + Penalty 6013.781193 = -27310717.490423
  nChanged 9
		SP:Iteration 88Q (326.260000 sec): 3 clusters
  Score: Raw -27316731.659878 + Penalty 6013.781193 = -27310717.878685
  nChanged 13
		SP:Iteration 89Q (326.800000 sec): 3 clusters
  Score: Raw -27316732.521563 + Penalty 6013.781193 = -27310718.740370
  nChanged 19
		SP:Iteration 90Q (327.320000 sec): 3 clusters
  Score: Raw -27316733.725729 + Penalty 6013.781193 = -27310719.944536
  nChanged 16
		SP:Iteration 91Q (327.850000 sec): 3 clusters
  Score: Raw -27316734.820712 + Penalty 6013.781193 = -27310721.039519
  nChanged 16
		SP:Iteration 92Q (328.370000 sec): 3 clusters
  Score: Raw -27316735.900387 + Penalty 6013.781193 = -27310722.119194
  nChanged 16
		SP:Iteration 93Q (328.890000 sec): 3 clusters
  Score: Raw -27316736.852485 + Penalty 6013.781193 = -27310723.071292
  nChanged 12
		SP:Iteration 94Q (329.410000 sec): 3 clusters
  Score: Raw -27316737.648717 + Penalty 6013.781193 = -27310723.867525
  nChanged 9
		SP:Iteration 95Q (329.940000 sec): 3 clusters
  Score: Raw -27316738.245420 + Penalty 6013.781193 = -27310724.464228
  nChanged 12
		SP:Iteration 96Q (330.490000 sec): 3 clusters
  Score: Raw -27316738.962621 + Penalty 6013.781193 = -27310725.181429
  nChanged 11
		SP:Iteration 97Q (331.050000 sec): 3 clusters
  Score: Raw -27316739.575364 + Penalty 6013.781193 = -27310725.794171
  nChanged 5
		SP:Iteration 98Q (331.610000 sec): 3 clusters
  Score: Raw -27316739.950784 + Penalty 6013.781193 = -27310726.169591
  nChanged 9
		SP:Iteration 99Q (332.170000 sec): 3 clusters
  Score: Raw -27316740.483095 + Penalty 6013.781193 = -27310726.701903
  nChanged 11
		SP:Iteration 100F (332.910000 sec): 3 clusters
  Score: Raw -27316741.247701 + Penalty 6013.781193 = -27310727.466508
  nChanged 6
		SP:Iteration 101Q (333.470000 sec): 3 clusters
  Score: Raw -27316741.480714 + Penalty 6013.781193 = -27310727.699521
  nChanged 4
		SP:Iteration 102Q (334.030000 sec): 3 clusters
  Score: Raw -27316741.680267 + Penalty 6013.781193 = -27310727.899074
  nChanged 5
		SP:Iteration 103Q (334.590000 sec): 3 clusters
  Score: Raw -27316741.897224 + Penalty 6013.781193 = -27310728.116031
  nChanged 2
		SP:Iteration 104Q (335.150000 sec): 3 clusters
  Score: Raw -27316742.007016 + Penalty 6013.781193 = -27310728.225823
  nChanged 4
		SP:Iteration 105Q (335.700000 sec): 3 clusters
  Score: Raw -27316742.279635 + Penalty 6013.781193 = -27310728.498442
  nChanged 7
		SP:Iteration 106Q (336.260000 sec): 3 clusters
  Score: Raw -27316742.683628 + Penalty 6013.781193 = -27310728.902435
  nChanged 2
		SP:Iteration 107Q (336.820000 sec): 3 clusters
  Score: Raw -27316742.797405 + Penalty 6013.781193 = -27310729.016213
  nChanged 3
		SP:Iteration 108Q (337.370000 sec): 3 clusters
  Score: Raw -27316742.950501 + Penalty 6013.781193 = -27310729.169308
  nChanged 4
		SP:Iteration 109Q (337.930000 sec): 3 clusters
  Score: Raw -27316743.130579 + Penalty 6013.781193 = -27310729.349386
  nChanged 1
		SP:Iteration 110Q (338.490000 sec): 3 clusters
  Score: Raw -27316743.166616 + Penalty 6013.781193 = -27310729.385423
  nChanged 1
		SP:Iteration 111Q (339.040000 sec): 3 clusters
  Score: Raw -27316743.208819 + Penalty 6013.781193 = -27310729.427626
  nChanged 2
		SP:Iteration 112Q (339.600000 sec): 3 clusters
  Score: Raw -27316743.363115 + Penalty 6013.781193 = -27310729.581922
  nChanged 4
		SP:Iteration 113Q (340.130000 sec): 3 clusters
  Score: Raw -27316743.553830 + Penalty 6013.781193 = -27310729.772637
  nChanged 2
		SP:Iteration 114Q (340.650000 sec): 3 clusters
  Score: Raw -27316743.659519 + Penalty 6013.781193 = -27310729.878327
  nChanged 3
		SP:Iteration 115Q (341.170000 sec): 3 clusters
  Score: Raw -27316743.898376 + Penalty 6013.781193 = -27310730.117183
  nChanged 7
		SP:Iteration 116Q (341.700000 sec): 3 clusters
  Score: Raw -27316744.441341 + Penalty 6013.781193 = -27310730.660148
  nChanged 6
		SP:Iteration 117Q (342.220000 sec): 3 clusters
  Score: Raw -27316744.967336 + Penalty 6013.781193 = -27310731.186143
  nChanged 14
		SP:Iteration 118Q (342.750000 sec): 3 clusters
  Score: Raw -27316745.927497 + Penalty 6013.781193 = -27310732.146304
  nChanged 9
		SP:Iteration 119Q (343.280000 sec): 3 clusters
  Score: Raw -27316746.596600 + Penalty 6013.781193 = -27310732.815408
  nChanged 13
		SP:Iteration 120F (344.010000 sec): 3 clusters
  Score: Raw -27316747.623442 + Penalty 6013.781193 = -27310733.842249
  nChanged 14
		SP:Iteration 121Q (344.530000 sec): 3 clusters
  Score: Raw -27316748.496629 + Penalty 6013.781193 = -27310734.715436
  nChanged 8
		SP:Iteration 122Q (345.050000 sec): 3 clusters
  Score: Raw -27316748.908899 + Penalty 6013.781193 = -27310735.127706
  nChanged 5
		SP:Iteration 123Q (345.570000 sec): 3 clusters
  Score: Raw -27316749.155764 + Penalty 6013.781193 = -27310735.374571
  nChanged 4
		SP:Iteration 124Q (346.090000 sec): 3 clusters
  Score: Raw -27316749.320213 + Penalty 6013.781193 = -27310735.539020
  nChanged 8
		SP:Iteration 125Q (346.620000 sec): 3 clusters
  Score: Raw -27316749.698625 + Penalty 6013.781193 = -27310735.917432
  nChanged 9
		SP:Iteration 126Q (347.140000 sec): 3 clusters
  Score: Raw -27316750.147078 + Penalty 6013.781193 = -27310736.365885
  nChanged 7
		SP:Iteration 127Q (347.670000 sec): 3 clusters
  Score: Raw -27316750.476325 + Penalty 6013.781193 = -27310736.695132
  nChanged 1
		SP:Iteration 128Q (348.200000 sec): 3 clusters
  Score: Raw -27316750.502724 + Penalty 6013.781193 = -27310736.721531
  nChanged 2
		SP:Iteration 129Q (348.720000 sec): 3 clusters
  Score: Raw -27316750.579385 + Penalty 6013.781193 = -27310736.798192
  nChanged 1
		SP:Iteration 130Q (349.250000 sec): 3 clusters
  Score: Raw -27316750.623228 + Penalty 6013.781193 = -27310736.842036
  nChanged 1
		SP:Iteration 131Q (349.790000 sec): 3 clusters
  Score: Raw -27316750.656801 + Penalty 6013.781193 = -27310736.875608
  nChanged 1
		SP:Iteration 132Q (350.300000 sec): 3 clusters
  Score: Raw -27316750.698878 + Penalty 6013.781193 = -27310736.917685
  nChanged 2
		SP:Iteration 133Q (350.820000 sec): 3 clusters
  Score: Raw -27316750.862655 + Penalty 6013.781193 = -27310737.081463
  nChanged 2
		SP:Iteration 134Q (351.330000 sec): 3 clusters
  Score: Raw -27316750.992397 + Penalty 6013.781193 = -27310737.211205
  nChanged 2
		SP:Iteration 135Q (351.850000 sec): 3 clusters
  Score: Raw -27316751.077292 + Penalty 6013.781193 = -27310737.296099
  nChanged 2
		SP:Iteration 136Q (352.360000 sec): 3 clusters
  Score: Raw -27316751.138690 + Penalty 6013.781193 = -27310737.357497
  nChanged 0
		SP:Iteration 137F (353.070000 sec): 3 clusters
  Score: Raw -27316751.138690 + Penalty 6013.781193 = -27310737.357497
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (25354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (353.230000 sec): 2 clusters
  Score: Raw -3627634.156681 + Penalty 2514.891563 = -3625119.265117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (353.320000 sec): 3 clusters
  Score: Raw -3612582.828668 + Penalty 5029.783127 = -3607553.045541
  nChanged 11309
		SP:Iteration 1F (353.420000 sec): 3 clusters
  Score: Raw -3618814.087089 + Penalty 5029.783127 = -3613784.303962
  nChanged 1277
		SP:Iteration 2F (353.510000 sec): 3 clusters
  Score: Raw -3619285.230688 + Penalty 5029.783127 = -3614255.447561
  nChanged 1185
		SP:Iteration 3Q (353.610000 sec): 3 clusters
  Score: Raw -3619753.086859 + Penalty 5029.783127 = -3614723.303732
  nChanged 1127
		SP:Iteration 4Q (353.710000 sec): 3 clusters
  Score: Raw -3620234.739669 + Penalty 5029.783127 = -3615204.956542
  nChanged 1169
		SP:Iteration 5Q (353.810000 sec): 3 clusters
  Score: Raw -3620800.716719 + Penalty 5029.783127 = -3615770.933593
  nChanged 1240
		SP:Iteration 6Q (353.910000 sec): 3 clusters
  Score: Raw -3621469.740212 + Penalty 5029.783127 = -3616439.957086
  nChanged 1316
		SP:Iteration 7F (354.010000 sec): 3 clusters
  Score: Raw -3622286.873143 + Penalty 5029.783127 = -3617257.090017
  nChanged 1357
		SP:Iteration 8F (354.100000 sec): 3 clusters
  Score: Raw -3623161.360427 + Penalty 5029.783127 = -3618131.577301
  nChanged 1331
		SP:Iteration 9F (354.190000 sec): 3 clusters
  Score: Raw -3624062.438805 + Penalty 5029.783127 = -3619032.655678
  nChanged 1235
		SP:Iteration 10Q (354.290000 sec): 3 clusters
  Score: Raw -3624872.530041 + Penalty 5029.783127 = -3619842.746915
  nChanged 993
		SP:Iteration 11Q (354.390000 sec): 3 clusters
  Score: Raw -3625447.475288 + Penalty 5029.783127 = -3620417.692161
  nChanged 803
		SP:Iteration 12Q (354.480000 sec): 3 clusters
  Score: Raw -3625829.584466 + Penalty 5029.783127 = -3620799.801339
  nChanged 600
		SP:Iteration 13Q (354.570000 sec): 3 clusters
  Score: Raw -3626085.785974 + Penalty 5029.783127 = -3621056.002847
  nChanged 449
		SP:Iteration 14Q (354.670000 sec): 3 clusters
  Score: Raw -3626262.409589 + Penalty 5029.783127 = -3621232.626462
  nChanged 353
		SP:Iteration 15Q (354.760000 sec): 3 clusters
  Score: Raw -3626389.597086 + Penalty 5029.783127 = -3621359.813960
  nChanged 322
		SP:Iteration 16Q (354.850000 sec): 3 clusters
  Score: Raw -3626495.999297 + Penalty 5029.783127 = -3621466.216171
  nChanged 292
		SP:Iteration 17Q (354.940000 sec): 3 clusters
  Score: Raw -3626599.728407 + Penalty 5029.783127 = -3621569.945280
  nChanged 247
		SP:Iteration 18Q (355.030000 sec): 3 clusters
  Score: Raw -3626676.007326 + Penalty 5029.783127 = -3621646.224200
  nChanged 216
		SP:Iteration 19Q (355.120000 sec): 3 clusters
  Score: Raw -3626737.336134 + Penalty 5029.783127 = -3621707.553007
  nChanged 212
		SP:Iteration 20F (355.210000 sec): 3 clusters
  Score: Raw -3626794.703999 + Penalty 5029.783127 = -3621764.920873
  nChanged 188
		SP:Iteration 21Q (355.300000 sec): 3 clusters
  Score: Raw -3626839.527705 + Penalty 5029.783127 = -3621809.744578
  nChanged 179
		SP:Iteration 22Q (355.390000 sec): 3 clusters
  Score: Raw -3626890.978748 + Penalty 5029.783127 = -3621861.195622
  nChanged 184
		SP:Iteration 23Q (355.470000 sec): 3 clusters
  Score: Raw -3626942.779330 + Penalty 5029.783127 = -3621912.996204
  nChanged 175
		SP:Iteration 24Q (355.560000 sec): 3 clusters
  Score: Raw -3626993.211837 + Penalty 5029.783127 = -3621963.428711
  nChanged 180
		SP:Iteration 25Q (355.650000 sec): 3 clusters
  Score: Raw -3627048.325301 + Penalty 5029.783127 = -3622018.542174
  nChanged 181
		SP:Iteration 26Q (355.740000 sec): 3 clusters
  Score: Raw -3627095.840998 + Penalty 5029.783127 = -3622066.057871
  nChanged 157
		SP:Iteration 27Q (355.820000 sec): 3 clusters
  Score: Raw -3627136.239055 + Penalty 5029.783127 = -3622106.455928
  nChanged 150
		SP:Iteration 28Q (355.910000 sec): 3 clusters
  Score: Raw -3627174.210723 + Penalty 5029.783127 = -3622144.427596
  nChanged 143
		SP:Iteration 29Q (355.990000 sec): 3 clusters
  Score: Raw -3627215.921914 + Penalty 5029.783127 = -3622186.138787
  nChanged 143
		SP:Iteration 30Q (356.080000 sec): 3 clusters
  Score: Raw -3627260.163613 + Penalty 5029.783127 = -3622230.380486
  nChanged 127
		SP:Iteration 31Q (356.160000 sec): 3 clusters
  Score: Raw -3627290.751766 + Penalty 5029.783127 = -3622260.968640
  nChanged 112
		SP:Iteration 32Q (356.240000 sec): 3 clusters
  Score: Raw -3627316.176899 + Penalty 5029.783127 = -3622286.393772
  nChanged 117
		SP:Iteration 33Q (356.320000 sec): 3 clusters
  Score: Raw -3627342.416434 + Penalty 5029.783127 = -3622312.633307
  nChanged 100
		SP:Iteration 34Q (356.410000 sec): 3 clusters
  Score: Raw -3627365.168578 + Penalty 5029.783127 = -3622335.385451
  nChanged 103
		SP:Iteration 35Q (356.490000 sec): 3 clusters
  Score: Raw -3627386.455494 + Penalty 5029.783127 = -3622356.672367
  nChanged 85
		SP:Iteration 36Q (356.570000 sec): 3 clusters
  Score: Raw -3627406.882957 + Penalty 5029.783127 = -3622377.099830
  nChanged 83
		SP:Iteration 37Q (356.640000 sec): 3 clusters
  Score: Raw -3627425.517337 + Penalty 5029.783127 = -3622395.734210
  nChanged 79
		SP:Iteration 38Q (356.720000 sec): 3 clusters
  Score: Raw -3627441.249399 + Penalty 5029.783127 = -3622411.466273
  nChanged 72
		SP:Iteration 39Q (356.800000 sec): 3 clusters
  Score: Raw -3627455.423358 + Penalty 5029.783127 = -3622425.640232
  nChanged 77
		SP:Iteration 40F (356.900000 sec): 3 clusters
  Score: Raw -3627472.298073 + Penalty 5029.783127 = -3622442.514946
  nChanged 70
		SP:Iteration 41Q (356.980000 sec): 3 clusters
  Score: Raw -3627485.848377 + Penalty 5029.783127 = -3622456.065251
  nChanged 66
		SP:Iteration 42Q (357.060000 sec): 3 clusters
  Score: Raw -3627498.824174 + Penalty 5029.783127 = -3622469.041048
  nChanged 61
		SP:Iteration 43Q (357.140000 sec): 3 clusters
  Score: Raw -3627511.816305 + Penalty 5029.783127 = -3622482.033178
  nChanged 81
		SP:Iteration 44Q (357.220000 sec): 3 clusters
  Score: Raw -3627529.838150 + Penalty 5029.783127 = -3622500.055023
  nChanged 72
		SP:Iteration 45Q (357.300000 sec): 3 clusters
  Score: Raw -3627548.211706 + Penalty 5029.783127 = -3622518.428580
  nChanged 76
		SP:Iteration 46Q (357.380000 sec): 3 clusters
  Score: Raw -3627566.170734 + Penalty 5029.783127 = -3622536.387607
  nChanged 70
		SP:Iteration 47Q (357.460000 sec): 3 clusters
  Score: Raw -3627582.151923 + Penalty 5029.783127 = -3622552.368796
  nChanged 64
		SP:Iteration 48Q (357.540000 sec): 3 clusters
  Score: Raw -3627597.512469 + Penalty 5029.783127 = -3622567.729342
  nChanged 72
		SP:Iteration 49Q (357.620000 sec): 3 clusters
  Score: Raw -3627614.363507 + Penalty 5029.783127 = -3622584.580381
  nChanged 66
		SP:Iteration 50Q (357.700000 sec): 3 clusters
  Score: Raw -3627627.003182 + Penalty 5029.783127 = -3622597.220055
  nChanged 54
		SP:Iteration 51Q (357.770000 sec): 3 clusters
  Score: Raw -3627636.890157 + Penalty 5029.783127 = -3622607.107030
  nChanged 41
		SP:Iteration 52Q (357.850000 sec): 3 clusters
  Score: Raw -3627644.522834 + Penalty 5029.783127 = -3622614.739708
  nChanged 40
		SP:Iteration 53Q (357.930000 sec): 3 clusters
  Score: Raw -3627650.832627 + Penalty 5029.783127 = -3622621.049501
  nChanged 30
		SP:Iteration 54Q (358.010000 sec): 3 clusters
  Score: Raw -3627655.981476 + Penalty 5029.783127 = -3622626.198350
  nChanged 41
		SP:Iteration 55Q (358.090000 sec): 3 clusters
  Score: Raw -3627664.918433 + Penalty 5029.783127 = -3622635.135306
  nChanged 43
		SP:Iteration 56Q (358.170000 sec): 3 clusters
  Score: Raw -3627675.131227 + Penalty 5029.783127 = -3622645.348101
  nChanged 54
		SP:Iteration 57Q (358.250000 sec): 3 clusters
  Score: Raw -3627686.142809 + Penalty 5029.783127 = -3622656.359682
  nChanged 45
		SP:Iteration 58Q (358.330000 sec): 3 clusters
  Score: Raw -3627695.773128 + Penalty 5029.783127 = -3622665.990002
  nChanged 52
		SP:Iteration 59Q (358.410000 sec): 3 clusters
  Score: Raw -3627706.166674 + Penalty 5029.783127 = -3622676.383547
  nChanged 48
		SP:Iteration 60F (358.500000 sec): 3 clusters
  Score: Raw -3627718.240163 + Penalty 5029.783127 = -3622688.457037
  nChanged 47
		SP:Iteration 61Q (358.580000 sec): 3 clusters
  Score: Raw -3627727.506662 + Penalty 5029.783127 = -3622697.723536
  nChanged 35
		SP:Iteration 62Q (358.660000 sec): 3 clusters
  Score: Raw -3627733.692551 + Penalty 5029.783127 = -3622703.909425
  nChanged 32
		SP:Iteration 63Q (358.730000 sec): 3 clusters
  Score: Raw -3627740.262450 + Penalty 5029.783127 = -3622710.479323
  nChanged 33
		SP:Iteration 64Q (358.810000 sec): 3 clusters
  Score: Raw -3627746.881296 + Penalty 5029.783127 = -3622717.098169
  nChanged 28
		SP:Iteration 65Q (358.890000 sec): 3 clusters
  Score: Raw -3627752.683170 + Penalty 5029.783127 = -3622722.900043
  nChanged 29
		SP:Iteration 66Q (358.960000 sec): 3 clusters
  Score: Raw -3627759.167342 + Penalty 5029.783127 = -3622729.384216
  nChanged 31
		SP:Iteration 67Q (359.040000 sec): 3 clusters
  Score: Raw -3627766.167122 + Penalty 5029.783127 = -3622736.383995
  nChanged 37
		SP:Iteration 68Q (359.120000 sec): 3 clusters
  Score: Raw -3627773.839044 + Penalty 5029.783127 = -3622744.055917
  nChanged 28
		SP:Iteration 69Q (359.200000 sec): 3 clusters
  Score: Raw -3627780.279635 + Penalty 5029.783127 = -3622750.496508
  nChanged 32
		SP:Iteration 70Q (359.280000 sec): 3 clusters
  Score: Raw -3627789.601289 + Penalty 5029.783127 = -3622759.818162
  nChanged 43
		SP:Iteration 71Q (359.350000 sec): 3 clusters
  Score: Raw -3627802.691408 + Penalty 5029.783127 = -3622772.908281
  nChanged 41
		SP:Iteration 72Q (359.430000 sec): 3 clusters
  Score: Raw -3627813.167977 + Penalty 5029.783127 = -3622783.384850
  nChanged 30
		SP:Iteration 73Q (359.500000 sec): 3 clusters
  Score: Raw -3627821.284820 + Penalty 5029.783127 = -3622791.501693
  nChanged 43
		SP:Iteration 74Q (359.580000 sec): 3 clusters
  Score: Raw -3627833.885604 + Penalty 5029.783127 = -3622804.102477
  nChanged 54
		SP:Iteration 75Q (359.660000 sec): 3 clusters
  Score: Raw -3627849.392605 + Penalty 5029.783127 = -3622819.609479
  nChanged 49
		SP:Iteration 76Q (359.730000 sec): 3 clusters
  Score: Raw -3627865.952717 + Penalty 5029.783127 = -3622836.169591
  nChanged 51
		SP:Iteration 77Q (359.810000 sec): 3 clusters
  Score: Raw -3627883.900035 + Penalty 5029.783127 = -3622854.116908
  nChanged 38
		SP:Iteration 78Q (359.890000 sec): 3 clusters
  Score: Raw -3627896.170674 + Penalty 5029.783127 = -3622866.387547
  nChanged 40
		SP:Iteration 79Q (359.960000 sec): 3 clusters
  Score: Raw -3627910.511458 + Penalty 5029.783127 = -3622880.728331
  nChanged 53
		SP:Iteration 80F (360.060000 sec): 3 clusters
  Score: Raw -3627927.954712 + Penalty 5029.783127 = -3622898.171585
  nChanged 58
		SP:Iteration 81Q (360.130000 sec): 3 clusters
  Score: Raw -3627945.876657 + Penalty 5029.783127 = -3622916.093530
  nChanged 47
		SP:Iteration 82Q (360.210000 sec): 3 clusters
  Score: Raw -3627962.007113 + Penalty 5029.783127 = -3622932.223986
  nChanged 47
		SP:Iteration 83Q (360.280000 sec): 3 clusters
  Score: Raw -3627977.018709 + Penalty 5029.783127 = -3622947.235583
  nChanged 55
		SP:Iteration 84Q (360.360000 sec): 3 clusters
  Score: Raw -3627994.162152 + Penalty 5029.783127 = -3622964.379025
  nChanged 48
		SP:Iteration 85Q (360.430000 sec): 3 clusters
  Score: Raw -3628009.750848 + Penalty 5029.783127 = -3622979.967721
  nChanged 42
		SP:Iteration 86Q (360.510000 sec): 3 clusters
  Score: Raw -3628024.411633 + Penalty 5029.783127 = -3622994.628506
  nChanged 42
		SP:Iteration 87Q (360.580000 sec): 3 clusters
  Score: Raw -3628037.508992 + Penalty 5029.783127 = -3623007.725866
  nChanged 37
		SP:Iteration 88Q (360.660000 sec): 3 clusters
  Score: Raw -3628047.500871 + Penalty 5029.783127 = -3623017.717744
  nChanged 33
		SP:Iteration 89Q (360.730000 sec): 3 clusters
  Score: Raw -3628057.898485 + Penalty 5029.783127 = -3623028.115358
  nChanged 34
		SP:Iteration 90Q (360.810000 sec): 3 clusters
  Score: Raw -3628065.289520 + Penalty 5029.783127 = -3623035.506393
  nChanged 24
		SP:Iteration 91Q (360.880000 sec): 3 clusters
  Score: Raw -3628072.861630 + Penalty 5029.783127 = -3623043.078504
  nChanged 32
		SP:Iteration 92Q (360.960000 sec): 3 clusters
  Score: Raw -3628084.976466 + Penalty 5029.783127 = -3623055.193339
  nChanged 28
		SP:Iteration 93Q (361.040000 sec): 3 clusters
  Score: Raw -3628094.718167 + Penalty 5029.783127 = -3623064.935041
  nChanged 33
		SP:Iteration 94Q (361.110000 sec): 3 clusters
  Score: Raw -3628107.166795 + Penalty 5029.783127 = -3623077.383668
  nChanged 35
		SP:Iteration 95Q (361.180000 sec): 3 clusters
  Score: Raw -3628118.710100 + Penalty 5029.783127 = -3623088.926973
  nChanged 27
		SP:Iteration 96Q (361.260000 sec): 3 clusters
  Score: Raw -3628124.601873 + Penalty 5029.783127 = -3623094.818746
  nChanged 15
		SP:Iteration 97Q (361.330000 sec): 3 clusters
  Score: Raw -3628128.718224 + Penalty 5029.783127 = -3623098.935097
  nChanged 21
		SP:Iteration 98Q (361.400000 sec): 3 clusters
  Score: Raw -3628134.098263 + Penalty 5029.783127 = -3623104.315136
  nChanged 16
		SP:Iteration 99Q (361.470000 sec): 3 clusters
  Score: Raw -3628138.665820 + Penalty 5029.783127 = -3623108.882693
  nChanged 14
		SP:Iteration 100F (361.570000 sec): 3 clusters
  Score: Raw -3628142.463651 + Penalty 5029.783127 = -3623112.680524
  nChanged 12
		SP:Iteration 101Q (361.640000 sec): 3 clusters
  Score: Raw -3628145.602897 + Penalty 5029.783127 = -3623115.819770
  nChanged 14
		SP:Iteration 102Q (361.720000 sec): 3 clusters
  Score: Raw -3628148.276333 + Penalty 5029.783127 = -3623118.493206
  nChanged 7
		SP:Iteration 103Q (361.790000 sec): 3 clusters
  Score: Raw -3628150.677426 + Penalty 5029.783127 = -3623120.894300
  nChanged 8
		SP:Iteration 104Q (361.860000 sec): 3 clusters
  Score: Raw -3628153.216130 + Penalty 5029.783127 = -3623123.433003
  nChanged 10
		SP:Iteration 105Q (361.940000 sec): 3 clusters
  Score: Raw -3628156.202194 + Penalty 5029.783127 = -3623126.419068
  nChanged 12
		SP:Iteration 106Q (362.010000 sec): 3 clusters
  Score: Raw -3628160.414395 + Penalty 5029.783127 = -3623130.631268
  nChanged 15
		SP:Iteration 107Q (362.080000 sec): 3 clusters
  Score: Raw -3628164.226355 + Penalty 5029.783127 = -3623134.443229
  nChanged 13
		SP:Iteration 108Q (362.160000 sec): 3 clusters
  Score: Raw -3628166.644396 + Penalty 5029.783127 = -3623136.861269
  nChanged 12
		SP:Iteration 109Q (362.230000 sec): 3 clusters
  Score: Raw -3628169.403277 + Penalty 5029.783127 = -3623139.620151
  nChanged 9
		SP:Iteration 110Q (362.300000 sec): 3 clusters
  Score: Raw -3628171.542432 + Penalty 5029.783127 = -3623141.759306
  nChanged 10
		SP:Iteration 111Q (362.380000 sec): 3 clusters
  Score: Raw -3628173.916901 + Penalty 5029.783127 = -3623144.133775
  nChanged 5
		SP:Iteration 112Q (362.450000 sec): 3 clusters
  Score: Raw -3628174.855559 + Penalty 5029.783127 = -3623145.072433
  nChanged 5
		SP:Iteration 113Q (362.520000 sec): 3 clusters
  Score: Raw -3628175.972380 + Penalty 5029.783127 = -3623146.189253
  nChanged 2
		SP:Iteration 114Q (362.600000 sec): 3 clusters
  Score: Raw -3628176.471872 + Penalty 5029.783127 = -3623146.688746
  nChanged 5
		SP:Iteration 115Q (362.670000 sec): 3 clusters
  Score: Raw -3628177.894126 + Penalty 5029.783127 = -3623148.111000
  nChanged 5
		SP:Iteration 116Q (362.740000 sec): 3 clusters
  Score: Raw -3628178.832577 + Penalty 5029.783127 = -3623149.049451
  nChanged 1
		SP:Iteration 117Q (362.820000 sec): 3 clusters
  Score: Raw -3628179.262505 + Penalty 5029.783127 = -3623149.479379
  nChanged 2
		SP:Iteration 118Q (362.890000 sec): 3 clusters
  Score: Raw -3628179.401937 + Penalty 5029.783127 = -3623149.618810
  nChanged 1
		SP:Iteration 119Q (362.970000 sec): 3 clusters
  Score: Raw -3628179.502021 + Penalty 5029.783127 = -3623149.718895
  nChanged 2
		SP:Iteration 120F (363.060000 sec): 3 clusters
  Score: Raw -3628180.073040 + Penalty 5029.783127 = -3623150.289914
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (1621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (363.090000 sec): 2 clusters
  Score: Raw -191784.227621 + Penalty 1832.918033 = -189951.309587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (363.090000 sec): 3 clusters
  Score: Raw -191926.960541 + Penalty 3665.836067 = -188261.124475
  nChanged 617
		SP:Iteration 1F (363.100000 sec): 3 clusters
  Score: Raw -195669.015387 + Penalty 3665.836067 = -192003.179320
  nChanged 320
		SP:Iteration 2F (363.100000 sec): 3 clusters
  Score: Raw -199279.861354 + Penalty 3665.836067 = -195614.025287
  nChanged 83
		SP:Iteration 3F (363.110000 sec): 3 clusters
  Score: Raw -200067.036671 + Penalty 3665.836067 = -196401.200604
  nChanged 22
		SP:Iteration 4Q (363.120000 sec): 3 clusters
  Score: Raw -200200.291117 + Penalty 3665.836067 = -196534.455050
  nChanged 12
		SP:Iteration 5Q (363.120000 sec): 3 clusters
  Score: Raw -200252.754948 + Penalty 3665.836067 = -196586.918881
  nChanged 8
		SP:Iteration 6Q (363.120000 sec): 3 clusters
  Score: Raw -200291.860500 + Penalty 3665.836067 = -196626.024433
  nChanged 4
		SP:Iteration 7Q (363.130000 sec): 3 clusters
  Score: Raw -200304.882409 + Penalty 3665.836067 = -196639.046342
  nChanged 2
		SP:Iteration 8Q (363.130000 sec): 3 clusters
  Score: Raw -200307.472464 + Penalty 3665.836067 = -196641.636398
  nChanged 0
		SP:Iteration 9F (363.140000 sec): 3 clusters
  Score: Raw -200307.472464 + Penalty 3665.836067 = -196641.636398
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 20.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (18167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (363.210000 sec): 2 clusters
  Score: Raw -2619631.643475 + Penalty 2432.225786 = -2617199.417689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (363.280000 sec): 3 clusters
  Score: Raw -2609294.398187 + Penalty 4864.451572 = -2604429.946615
  nChanged 7889
		SP:Iteration 1F (363.350000 sec): 3 clusters
  Score: Raw -2614010.966034 + Penalty 4864.451572 = -2609146.514462
  nChanged 1358
		SP:Iteration 2F (363.410000 sec): 3 clusters
  Score: Raw -2615874.565278 + Penalty 4864.451572 = -2611010.113706
  nChanged 1972
		SP:Iteration 3F (363.480000 sec): 3 clusters
  Score: Raw -2618512.101021 + Penalty 4864.451572 = -2613647.649449
  nChanged 2254
		SP:Iteration 4F (363.550000 sec): 3 clusters
  Score: Raw -2621031.420063 + Penalty 4864.451572 = -2616166.968491
  nChanged 1708
		SP:Iteration 5F (363.610000 sec): 3 clusters
  Score: Raw -2622562.701956 + Penalty 4864.451572 = -2617698.250384
  nChanged 1020
		SP:Iteration 6F (363.680000 sec): 3 clusters
  Score: Raw -2623258.169434 + Penalty 4864.451572 = -2618393.717862
  nChanged 563
		SP:Iteration 7Q (363.750000 sec): 3 clusters
  Score: Raw -2623585.136862 + Penalty 4864.451572 = -2618720.685290
  nChanged 370
		SP:Iteration 8Q (363.820000 sec): 3 clusters
  Score: Raw -2623773.293048 + Penalty 4864.451572 = -2618908.841476
  nChanged 276
		SP:Iteration 9Q (363.880000 sec): 3 clusters
  Score: Raw -2623895.497115 + Penalty 4864.451572 = -2619031.045543
  nChanged 195
		SP:Iteration 10Q (363.950000 sec): 3 clusters
  Score: Raw -2623968.688161 + Penalty 4864.451572 = -2619104.236589
  nChanged 153
		SP:Iteration 11Q (364.020000 sec): 3 clusters
  Score: Raw -2624023.395129 + Penalty 4864.451572 = -2619158.943557
  nChanged 143
		SP:Iteration 12Q (364.080000 sec): 3 clusters
  Score: Raw -2624071.848207 + Penalty 4864.451572 = -2619207.396635
  nChanged 109
		SP:Iteration 13Q (364.150000 sec): 3 clusters
  Score: Raw -2624105.291162 + Penalty 4864.451572 = -2619240.839590
  nChanged 83
		SP:Iteration 14Q (364.210000 sec): 3 clusters
  Score: Raw -2624128.442337 + Penalty 4864.451572 = -2619263.990765
  nChanged 63
		SP:Iteration 15Q (364.280000 sec): 3 clusters
  Score: Raw -2624142.687536 + Penalty 4864.451572 = -2619278.235964
  nChanged 42
		SP:Iteration 16Q (364.340000 sec): 3 clusters
  Score: Raw -2624151.175632 + Penalty 4864.451572 = -2619286.724060
  nChanged 32
		SP:Iteration 17Q (364.410000 sec): 3 clusters
  Score: Raw -2624157.229541 + Penalty 4864.451572 = -2619292.777969
  nChanged 31
		SP:Iteration 18Q (364.480000 sec): 3 clusters
  Score: Raw -2624163.749056 + Penalty 4864.451572 = -2619299.297484
  nChanged 36
		SP:Iteration 19Q (364.550000 sec): 3 clusters
  Score: Raw -2624172.348921 + Penalty 4864.451572 = -2619307.897349
  nChanged 31
		SP:Iteration 20F (364.620000 sec): 3 clusters
  Score: Raw -2624177.844239 + Penalty 4864.451572 = -2619313.392667
  nChanged 24
		SP:Iteration 21Q (364.700000 sec): 3 clusters
  Score: Raw -2624182.255571 + Penalty 4864.451572 = -2619317.803999
  nChanged 24
		SP:Iteration 22Q (364.770000 sec): 3 clusters
  Score: Raw -2624186.192935 + Penalty 4864.451572 = -2619321.741363
  nChanged 19
		SP:Iteration 23Q (364.840000 sec): 3 clusters
  Score: Raw -2624189.123628 + Penalty 4864.451572 = -2619324.672056
  nChanged 19
		SP:Iteration 24Q (364.910000 sec): 3 clusters
  Score: Raw -2624192.946867 + Penalty 4864.451572 = -2619328.495295
  nChanged 13
		SP:Iteration 25Q (364.980000 sec): 3 clusters
  Score: Raw -2624194.843314 + Penalty 4864.451572 = -2619330.391741
  nChanged 8
		SP:Iteration 26Q (365.060000 sec): 3 clusters
  Score: Raw -2624196.049733 + Penalty 4864.451572 = -2619331.598161
  nChanged 7
		SP:Iteration 27Q (365.130000 sec): 3 clusters
  Score: Raw -2624197.009893 + Penalty 4864.451572 = -2619332.558321
  nChanged 4
		SP:Iteration 28Q (365.200000 sec): 3 clusters
  Score: Raw -2624197.557137 + Penalty 4864.451572 = -2619333.105565
  nChanged 5
		SP:Iteration 29Q (365.280000 sec): 3 clusters
  Score: Raw -2624198.460833 + Penalty 4864.451572 = -2619334.009261
  nChanged 4
		SP:Iteration 30Q (365.350000 sec): 3 clusters
  Score: Raw -2624199.084004 + Penalty 4864.451572 = -2619334.632431
  nChanged 3
		SP:Iteration 31Q (365.420000 sec): 3 clusters
  Score: Raw -2624199.538434 + Penalty 4864.451572 = -2619335.086862
  nChanged 5
		SP:Iteration 32Q (365.490000 sec): 3 clusters
  Score: Raw -2624200.395184 + Penalty 4864.451572 = -2619335.943612
  nChanged 3
		SP:Iteration 33Q (365.570000 sec): 3 clusters
  Score: Raw -2624200.751204 + Penalty 4864.451572 = -2619336.299632
  nChanged 5
		SP:Iteration 34Q (365.640000 sec): 3 clusters
  Score: Raw -2624201.610920 + Penalty 4864.451572 = -2619337.159348
  nChanged 5
		SP:Iteration 35Q (365.710000 sec): 3 clusters
  Score: Raw -2624202.754063 + Penalty 4864.451572 = -2619338.302491
  nChanged 7
		SP:Iteration 36Q (365.780000 sec): 3 clusters
  Score: Raw -2624203.886302 + Penalty 4864.451572 = -2619339.434730
  nChanged 4
		SP:Iteration 37Q (365.860000 sec): 3 clusters
  Score: Raw -2624204.703281 + Penalty 4864.451572 = -2619340.251709
  nChanged 5
		SP:Iteration 38Q (365.930000 sec): 3 clusters
  Score: Raw -2624205.647082 + Penalty 4864.451572 = -2619341.195510
  nChanged 6
		SP:Iteration 39Q (366.010000 sec): 3 clusters
  Score: Raw -2624207.072339 + Penalty 4864.451572 = -2619342.620767
  nChanged 5
		SP:Iteration 40F (366.080000 sec): 3 clusters
  Score: Raw -2624207.806266 + Penalty 4864.451572 = -2619343.354694
  nChanged 1
		SP:Iteration 41Q (366.160000 sec): 3 clusters
  Score: Raw -2624208.005365 + Penalty 4864.451572 = -2619343.553793
  nChanged 1
		SP:Iteration 42Q (366.230000 sec): 3 clusters
  Score: Raw -2624208.084485 + Penalty 4864.451572 = -2619343.632913
  nChanged 0
		SP:Iteration 43F (366.310000 sec): 3 clusters
  Score: Raw -2624208.084485 + Penalty 4864.451572 = -2619343.632913
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 21.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (24474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (366.400000 sec): 2 clusters
  Score: Raw -3421711.709242 + Penalty 2506.130919 = -3419205.578324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (366.510000 sec): 3 clusters
  Score: Raw -3407239.417503 + Penalty 5012.261838 = -3402227.155665
  nChanged 10879
		SP:Iteration 1F (366.610000 sec): 3 clusters
  Score: Raw -3413174.102393 + Penalty 5012.261838 = -3408161.840556
  nChanged 1280
		SP:Iteration 2F (366.710000 sec): 3 clusters
  Score: Raw -3413627.085003 + Penalty 5012.261838 = -3408614.823166
  nChanged 1142
		SP:Iteration 3Q (366.820000 sec): 3 clusters
  Score: Raw -3414034.456309 + Penalty 5012.261838 = -3409022.194471
  nChanged 1056
		SP:Iteration 4Q (366.920000 sec): 3 clusters
  Score: Raw -3414425.111003 + Penalty 5012.261838 = -3409412.849165
  nChanged 1024
		SP:Iteration 5Q (367.020000 sec): 3 clusters
  Score: Raw -3414873.117678 + Penalty 5012.261838 = -3409860.855840
  nChanged 1115
		SP:Iteration 6Q (367.120000 sec): 3 clusters
  Score: Raw -3415414.513148 + Penalty 5012.261838 = -3410402.251310
  nChanged 1204
		SP:Iteration 7Q (367.220000 sec): 3 clusters
  Score: Raw -3416052.791024 + Penalty 5012.261838 = -3411040.529186
  nChanged 1224
		SP:Iteration 8F (367.320000 sec): 3 clusters
  Score: Raw -3416779.872670 + Penalty 5012.261838 = -3411767.610833
  nChanged 1305
		SP:Iteration 9F (367.420000 sec): 3 clusters
  Score: Raw -3417637.852214 + Penalty 5012.261838 = -3412625.590376
  nChanged 1321
		SP:Iteration 10F (367.520000 sec): 3 clusters
  Score: Raw -3418541.912740 + Penalty 5012.261838 = -3413529.650903
  nChanged 1212
		SP:Iteration 11Q (367.620000 sec): 3 clusters
  Score: Raw -3419408.399537 + Penalty 5012.261838 = -3414396.137699
  nChanged 1071
		SP:Iteration 12Q (367.720000 sec): 3 clusters
  Score: Raw -3420195.513754 + Penalty 5012.261838 = -3415183.251916
  nChanged 876
		SP:Iteration 13Q (367.820000 sec): 3 clusters
  Score: Raw -3420862.137080 + Penalty 5012.261838 = -3415849.875242
  nChanged 662
		SP:Iteration 14Q (367.910000 sec): 3 clusters
  Score: Raw -3421373.222452 + Penalty 5012.261838 = -3416360.960614
  nChanged 469
		SP:Iteration 15Q (368.000000 sec): 3 clusters
  Score: Raw -3421727.119191 + Penalty 5012.261838 = -3416714.857353
  nChanged 316
		SP:Iteration 16Q (368.090000 sec): 3 clusters
  Score: Raw -3421962.987232 + Penalty 5012.261838 = -3416950.725394
  nChanged 199
		SP:Iteration 17Q (368.180000 sec): 3 clusters
  Score: Raw -3422097.832380 + Penalty 5012.261838 = -3417085.570542
  nChanged 132
		SP:Iteration 18Q (368.270000 sec): 3 clusters
  Score: Raw -3422191.253718 + Penalty 5012.261838 = -3417178.991880
  nChanged 95
		SP:Iteration 19Q (368.360000 sec): 3 clusters
  Score: Raw -3422260.666415 + Penalty 5012.261838 = -3417248.404577
  nChanged 69
		SP:Iteration 20F (368.460000 sec): 3 clusters
  Score: Raw -3422312.157296 + Penalty 5012.261838 = -3417299.895458
  nChanged 44
		SP:Iteration 21Q (368.540000 sec): 3 clusters
  Score: Raw -3422339.290298 + Penalty 5012.261838 = -3417327.028460
  nChanged 33
		SP:Iteration 22Q (368.620000 sec): 3 clusters
  Score: Raw -3422361.886093 + Penalty 5012.261838 = -3417349.624256
  nChanged 24
		SP:Iteration 23Q (368.700000 sec): 3 clusters
  Score: Raw -3422379.792099 + Penalty 5012.261838 = -3417367.530261
  nChanged 23
		SP:Iteration 24Q (368.780000 sec): 3 clusters
  Score: Raw -3422394.842559 + Penalty 5012.261838 = -3417382.580721
  nChanged 25
		SP:Iteration 25Q (368.860000 sec): 3 clusters
  Score: Raw -3422409.422442 + Penalty 5012.261838 = -3417397.160604
  nChanged 14
		SP:Iteration 26Q (368.940000 sec): 3 clusters
  Score: Raw -3422419.279184 + Penalty 5012.261838 = -3417407.017346
  nChanged 9
		SP:Iteration 27Q (369.020000 sec): 3 clusters
  Score: Raw -3422423.926274 + Penalty 5012.261838 = -3417411.664436
  nChanged 7
		SP:Iteration 28Q (369.100000 sec): 3 clusters
  Score: Raw -3422427.853954 + Penalty 5012.261838 = -3417415.592116
  nChanged 10
		SP:Iteration 29Q (369.180000 sec): 3 clusters
  Score: Raw -3422439.037068 + Penalty 5012.261838 = -3417426.775230
  nChanged 11
		SP:Iteration 30Q (369.250000 sec): 3 clusters
  Score: Raw -3422447.001444 + Penalty 5012.261838 = -3417434.739606
  nChanged 5
		SP:Iteration 31Q (369.330000 sec): 3 clusters
  Score: Raw -3422451.389299 + Penalty 5012.261838 = -3417439.127462
  nChanged 9
		SP:Iteration 32Q (369.410000 sec): 3 clusters
  Score: Raw -3422459.594001 + Penalty 5012.261838 = -3417447.332163
  nChanged 13
		SP:Iteration 33Q (369.480000 sec): 3 clusters
  Score: Raw -3422467.209079 + Penalty 5012.261838 = -3417454.947242
  nChanged 5
		SP:Iteration 34Q (369.560000 sec): 3 clusters
  Score: Raw -3422469.830477 + Penalty 5012.261838 = -3417457.568639
  nChanged 5
		SP:Iteration 35Q (369.640000 sec): 3 clusters
  Score: Raw -3422471.776450 + Penalty 5012.261838 = -3417459.514613
  nChanged 1
		SP:Iteration 36Q (369.710000 sec): 3 clusters
  Score: Raw -3422472.336667 + Penalty 5012.261838 = -3417460.074829
  nChanged 1
		SP:Iteration 37Q (369.790000 sec): 3 clusters
  Score: Raw -3422473.261595 + Penalty 5012.261838 = -3417460.999758
  nChanged 0
		SP:Iteration 38F (369.890000 sec): 3 clusters
  Score: Raw -3422473.261595 + Penalty 5012.261838 = -3417460.999758
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (316847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (371.490000 sec): 2 clusters
  Score: Raw -46563141.773936 + Penalty 3141.211223 = -46560000.562713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (372.790000 sec): 3 clusters
  Score: Raw -46353256.878369 + Penalty 6282.422446 = -46346974.455923
  nChanged 153425
		SP:Iteration 1F (374.100000 sec): 3 clusters
  Score: Raw -46446487.030111 + Penalty 6282.422446 = -46440204.607665
  nChanged 12318
		SP:Iteration 2Q (375.420000 sec): 3 clusters
  Score: Raw -46451157.755389 + Penalty 6282.422446 = -46444875.332942
  nChanged 16327
		SP:Iteration 3F (376.720000 sec): 3 clusters
  Score: Raw -46459694.450001 + Penalty 6282.422446 = -46453412.027555
  nChanged 20787
		SP:Iteration 4F (378.020000 sec): 3 clusters
  Score: Raw -46472579.076650 + Penalty 6282.422446 = -46466296.654204
  nChanged 22850
		SP:Iteration 5F (379.300000 sec): 3 clusters
  Score: Raw -46486863.033496 + Penalty 6282.422446 = -46480580.611050
  nChanged 21462
		SP:Iteration 6F (380.590000 sec): 3 clusters
  Score: Raw -46498985.832065 + Penalty 6282.422446 = -46492703.409619
  nChanged 18021
		SP:Iteration 7F (381.840000 sec): 3 clusters
  Score: Raw -46507879.804925 + Penalty 6282.422446 = -46501597.382479
  nChanged 14421
		SP:Iteration 8Q (383.060000 sec): 3 clusters
  Score: Raw -46514509.668733 + Penalty 6282.422446 = -46508227.246286
  nChanged 11746
		SP:Iteration 9Q (384.300000 sec): 3 clusters
  Score: Raw -46520175.266225 + Penalty 6282.422446 = -46513892.843779
  nChanged 10364
		SP:Iteration 10Q (385.530000 sec): 3 clusters
  Score: Raw -46525986.612792 + Penalty 6282.422446 = -46519704.190346
  nChanged 9790
		SP:Iteration 11Q (386.750000 sec): 3 clusters
  Score: Raw -46532293.790350 + Penalty 6282.422446 = -46526011.367904
  nChanged 9169
		SP:Iteration 12Q (387.960000 sec): 3 clusters
  Score: Raw -46538146.979639 + Penalty 6282.422446 = -46531864.557193
  nChanged 7841
		SP:Iteration 13Q (389.130000 sec): 3 clusters
  Score: Raw -46542492.848912 + Penalty 6282.422446 = -46536210.426466
  nChanged 6215
		SP:Iteration 14Q (390.270000 sec): 3 clusters
  Score: Raw -46545423.319535 + Penalty 6282.422446 = -46539140.897088
  nChanged 4922
		SP:Iteration 15Q (391.370000 sec): 3 clusters
  Score: Raw -46547614.720239 + Penalty 6282.422446 = -46541332.297793
  nChanged 4329
		SP:Iteration 16Q (392.460000 sec): 3 clusters
  Score: Raw -46549478.818968 + Penalty 6282.422446 = -46543196.396522
  nChanged 3922
		SP:Iteration 17Q (393.540000 sec): 3 clusters
  Score: Raw -46551125.313311 + Penalty 6282.422446 = -46544842.890865
  nChanged 3674
		SP:Iteration 18Q (394.600000 sec): 3 clusters
  Score: Raw -46552660.468524 + Penalty 6282.422446 = -46546378.046078
  nChanged 3496
		SP:Iteration 19Q (395.650000 sec): 3 clusters
  Score: Raw -46554107.715329 + Penalty 6282.422446 = -46547825.292883
  nChanged 3306
		SP:Iteration 20F (396.850000 sec): 3 clusters
  Score: Raw -46555479.670857 + Penalty 6282.422446 = -46549197.248411
  nChanged 3064
		SP:Iteration 21Q (397.870000 sec): 3 clusters
  Score: Raw -46556749.213405 + Penalty 6282.422446 = -46550466.790959
  nChanged 2854
		SP:Iteration 22Q (398.880000 sec): 3 clusters
  Score: Raw -46557972.604328 + Penalty 6282.422446 = -46551690.181882
  nChanged 2665
		SP:Iteration 23Q (399.880000 sec): 3 clusters
  Score: Raw -46559153.126400 + Penalty 6282.422446 = -46552870.703954
  nChanged 2461
		SP:Iteration 24Q (400.870000 sec): 3 clusters
  Score: Raw -46560197.864847 + Penalty 6282.422446 = -46553915.442401
  nChanged 2207
		SP:Iteration 25Q (401.840000 sec): 3 clusters
  Score: Raw -46561120.618783 + Penalty 6282.422446 = -46554838.196337
  nChanged 1950
		SP:Iteration 26Q (402.820000 sec): 3 clusters
  Score: Raw -46561891.742231 + Penalty 6282.422446 = -46555609.319785
  nChanged 1812
		SP:Iteration 27Q (403.780000 sec): 3 clusters
  Score: Raw -46562607.120534 + Penalty 6282.422446 = -46556324.698087
  nChanged 1632
		SP:Iteration 28Q (404.730000 sec): 3 clusters
  Score: Raw -46563172.427135 + Penalty 6282.422446 = -46556890.004688
  nChanged 1409
		SP:Iteration 29Q (405.680000 sec): 3 clusters
  Score: Raw -46563609.222031 + Penalty 6282.422446 = -46557326.799585
  nChanged 1215
		SP:Iteration 30Q (406.630000 sec): 3 clusters
  Score: Raw -46563979.389029 + Penalty 6282.422446 = -46557696.966583
  nChanged 1148
		SP:Iteration 31Q (407.570000 sec): 3 clusters
  Score: Raw -46564300.584785 + Penalty 6282.422446 = -46558018.162339
  nChanged 994
		SP:Iteration 32Q (408.500000 sec): 3 clusters
  Score: Raw -46564544.005923 + Penalty 6282.422446 = -46558261.583477
  nChanged 832
		SP:Iteration 33Q (409.430000 sec): 3 clusters
  Score: Raw -46564716.640605 + Penalty 6282.422446 = -46558434.218158
  nChanged 735
		SP:Iteration 34Q (410.360000 sec): 3 clusters
  Score: Raw -46564853.364326 + Penalty 6282.422446 = -46558570.941879
  nChanged 648
		SP:Iteration 35Q (411.280000 sec): 3 clusters
  Score: Raw -46564957.763046 + Penalty 6282.422446 = -46558675.340600
  nChanged 561
		SP:Iteration 36Q (412.200000 sec): 3 clusters
  Score: Raw -46565035.680472 + Penalty 6282.422446 = -46558753.258026
  nChanged 500
		SP:Iteration 37Q (413.120000 sec): 3 clusters
  Score: Raw -46565097.421950 + Penalty 6282.422446 = -46558814.999504
  nChanged 464
		SP:Iteration 38Q (414.050000 sec): 3 clusters
  Score: Raw -46565152.535113 + Penalty 6282.422446 = -46558870.112667
  nChanged 438
		SP:Iteration 39Q (414.970000 sec): 3 clusters
  Score: Raw -46565199.169821 + Penalty 6282.422446 = -46558916.747375
  nChanged 365
		SP:Iteration 40F (416.160000 sec): 3 clusters
  Score: Raw -46565234.665052 + Penalty 6282.422446 = -46558952.242605
  nChanged 368
		SP:Iteration 41Q (417.070000 sec): 3 clusters
  Score: Raw -46565273.498869 + Penalty 6282.422446 = -46558991.076423
  nChanged 351
		SP:Iteration 42Q (417.990000 sec): 3 clusters
  Score: Raw -46565309.229325 + Penalty 6282.422446 = -46559026.806879
  nChanged 370
		SP:Iteration 43Q (418.910000 sec): 3 clusters
  Score: Raw -46565351.341733 + Penalty 6282.422446 = -46559068.919286
  nChanged 376
		SP:Iteration 44Q (419.830000 sec): 3 clusters
  Score: Raw -46565394.818922 + Penalty 6282.422446 = -46559112.396476
  nChanged 380
		SP:Iteration 45Q (420.740000 sec): 3 clusters
  Score: Raw -46565438.783563 + Penalty 6282.422446 = -46559156.361117
  nChanged 360
		SP:Iteration 46Q (421.650000 sec): 3 clusters
  Score: Raw -46565480.274641 + Penalty 6282.422446 = -46559197.852194
  nChanged 323
		SP:Iteration 47Q (422.550000 sec): 3 clusters
  Score: Raw -46565514.963947 + Penalty 6282.422446 = -46559232.541501
  nChanged 312
		SP:Iteration 48Q (423.460000 sec): 3 clusters
  Score: Raw -46565544.240333 + Penalty 6282.422446 = -46559261.817887
  nChanged 293
		SP:Iteration 49Q (424.350000 sec): 3 clusters
  Score: Raw -46565574.025930 + Penalty 6282.422446 = -46559291.603484
  nChanged 294
		SP:Iteration 50Q (425.260000 sec): 3 clusters
  Score: Raw -46565606.441089 + Penalty 6282.422446 = -46559324.018643
  nChanged 301
		SP:Iteration 51Q (426.160000 sec): 3 clusters
  Score: Raw -46565638.901285 + Penalty 6282.422446 = -46559356.478839
  nChanged 294
		SP:Iteration 52Q (427.060000 sec): 3 clusters
  Score: Raw -46565669.594055 + Penalty 6282.422446 = -46559387.171609
  nChanged 276
		SP:Iteration 53Q (427.970000 sec): 3 clusters
  Score: Raw -46565697.590570 + Penalty 6282.422446 = -46559415.168124
  nChanged 255
		SP:Iteration 54Q (428.870000 sec): 3 clusters
  Score: Raw -46565721.135902 + Penalty 6282.422446 = -46559438.713456
  nChanged 230
		SP:Iteration 55Q (429.770000 sec): 3 clusters
  Score: Raw -46565741.936868 + Penalty 6282.422446 = -46559459.514422
  nChanged 226
		SP:Iteration 56Q (430.660000 sec): 3 clusters
  Score: Raw -46565762.750004 + Penalty 6282.422446 = -46559480.327558
  nChanged 187
		SP:Iteration 57Q (431.560000 sec): 3 clusters
  Score: Raw -46565778.752512 + Penalty 6282.422446 = -46559496.330066
  nChanged 161
		SP:Iteration 58Q (432.460000 sec): 3 clusters
  Score: Raw -46565791.456630 + Penalty 6282.422446 = -46559509.034184
  nChanged 158
		SP:Iteration 59Q (433.370000 sec): 3 clusters
  Score: Raw -46565803.990249 + Penalty 6282.422446 = -46559521.567803
  nChanged 152
		SP:Iteration 60F (434.560000 sec): 3 clusters
  Score: Raw -46565814.255374 + Penalty 6282.422446 = -46559531.832928
  nChanged 131
		SP:Iteration 61Q (435.460000 sec): 3 clusters
  Score: Raw -46565823.346411 + Penalty 6282.422446 = -46559540.923965
  nChanged 120
		SP:Iteration 62Q (436.350000 sec): 3 clusters
  Score: Raw -46565832.027112 + Penalty 6282.422446 = -46559549.604666
  nChanged 123
		SP:Iteration 63Q (437.240000 sec): 3 clusters
  Score: Raw -46565840.683210 + Penalty 6282.422446 = -46559558.260764
  nChanged 130
		SP:Iteration 64Q (438.140000 sec): 3 clusters
  Score: Raw -46565849.132709 + Penalty 6282.422446 = -46559566.710262
  nChanged 98
		SP:Iteration 65Q (439.020000 sec): 3 clusters
  Score: Raw -46565854.285637 + Penalty 6282.422446 = -46559571.863191
  nChanged 83
		SP:Iteration 66Q (439.910000 sec): 3 clusters
  Score: Raw -46565858.358234 + Penalty 6282.422446 = -46559575.935788
  nChanged 73
		SP:Iteration 67Q (440.800000 sec): 3 clusters
  Score: Raw -46565862.231626 + Penalty 6282.422446 = -46559579.809180
  nChanged 68
		SP:Iteration 68Q (441.700000 sec): 3 clusters
  Score: Raw -46565865.577518 + Penalty 6282.422446 = -46559583.155072
  nChanged 65
		SP:Iteration 69Q (442.590000 sec): 3 clusters
  Score: Raw -46565868.879899 + Penalty 6282.422446 = -46559586.457453
  nChanged 62
		SP:Iteration 70Q (443.490000 sec): 3 clusters
  Score: Raw -46565872.373465 + Penalty 6282.422446 = -46559589.951018
  nChanged 54
		SP:Iteration 71Q (444.380000 sec): 3 clusters
  Score: Raw -46565875.688566 + Penalty 6282.422446 = -46559593.266120
  nChanged 52
		SP:Iteration 72Q (445.260000 sec): 3 clusters
  Score: Raw -46565878.060542 + Penalty 6282.422446 = -46559595.638095
  nChanged 52
		SP:Iteration 73Q (446.150000 sec): 3 clusters
  Score: Raw -46565880.401952 + Penalty 6282.422446 = -46559597.979506
  nChanged 45
		SP:Iteration 74Q (447.050000 sec): 3 clusters
  Score: Raw -46565882.471839 + Penalty 6282.422446 = -46559600.049393
  nChanged 45
		SP:Iteration 75Q (447.950000 sec): 3 clusters
  Score: Raw -46565884.448838 + Penalty 6282.422446 = -46559602.026392
  nChanged 44
		SP:Iteration 76Q (448.830000 sec): 3 clusters
  Score: Raw -46565886.696127 + Penalty 6282.422446 = -46559604.273681
  nChanged 56
		SP:Iteration 77Q (449.730000 sec): 3 clusters
  Score: Raw -46565889.387679 + Penalty 6282.422446 = -46559606.965233
  nChanged 57
		SP:Iteration 78Q (450.630000 sec): 3 clusters
  Score: Raw -46565892.001787 + Penalty 6282.422446 = -46559609.579341
  nChanged 54
		SP:Iteration 79Q (451.520000 sec): 3 clusters
  Score: Raw -46565894.717175 + Penalty 6282.422446 = -46559612.294729
  nChanged 48
		SP:Iteration 80F (452.720000 sec): 3 clusters
  Score: Raw -46565897.123768 + Penalty 6282.422446 = -46559614.701322
  nChanged 43
		SP:Iteration 81Q (453.610000 sec): 3 clusters
  Score: Raw -46565899.113485 + Penalty 6282.422446 = -46559616.691039
  nChanged 41
		SP:Iteration 82Q (454.500000 sec): 3 clusters
  Score: Raw -46565900.738094 + Penalty 6282.422446 = -46559618.315648
  nChanged 38
		SP:Iteration 83Q (455.400000 sec): 3 clusters
  Score: Raw -46565902.375641 + Penalty 6282.422446 = -46559619.953195
  nChanged 34
		SP:Iteration 84Q (456.300000 sec): 3 clusters
  Score: Raw -46565904.015861 + Penalty 6282.422446 = -46559621.593414
  nChanged 37
		SP:Iteration 85Q (457.200000 sec): 3 clusters
  Score: Raw -46565905.405695 + Penalty 6282.422446 = -46559622.983249
  nChanged 32
		SP:Iteration 86Q (458.090000 sec): 3 clusters
  Score: Raw -46565906.923948 + Penalty 6282.422446 = -46559624.501502
  nChanged 36
		SP:Iteration 87Q (458.980000 sec): 3 clusters
  Score: Raw -46565908.571980 + Penalty 6282.422446 = -46559626.149534
  nChanged 38
		SP:Iteration 88Q (459.870000 sec): 3 clusters
  Score: Raw -46565910.697885 + Penalty 6282.422446 = -46559628.275438
  nChanged 39
		SP:Iteration 89Q (460.760000 sec): 3 clusters
  Score: Raw -46565912.793912 + Penalty 6282.422446 = -46559630.371465
  nChanged 50
		SP:Iteration 90Q (461.650000 sec): 3 clusters
  Score: Raw -46565915.558549 + Penalty 6282.422446 = -46559633.136102
  nChanged 51
		SP:Iteration 91Q (462.540000 sec): 3 clusters
  Score: Raw -46565918.115809 + Penalty 6282.422446 = -46559635.693363
  nChanged 44
		SP:Iteration 92Q (463.420000 sec): 3 clusters
  Score: Raw -46565920.072428 + Penalty 6282.422446 = -46559637.649982
  nChanged 27
		SP:Iteration 93Q (464.310000 sec): 3 clusters
  Score: Raw -46565921.369864 + Penalty 6282.422446 = -46559638.947418
  nChanged 29
		SP:Iteration 94Q (465.200000 sec): 3 clusters
  Score: Raw -46565922.458268 + Penalty 6282.422446 = -46559640.035822
  nChanged 28
		SP:Iteration 95Q (466.090000 sec): 3 clusters
  Score: Raw -46565923.870207 + Penalty 6282.422446 = -46559641.447761
  nChanged 36
		SP:Iteration 96Q (466.980000 sec): 3 clusters
  Score: Raw -46565925.532763 + Penalty 6282.422446 = -46559643.110316
  nChanged 39
		SP:Iteration 97Q (467.870000 sec): 3 clusters
  Score: Raw -46565927.347962 + Penalty 6282.422446 = -46559644.925516
  nChanged 41
		SP:Iteration 98Q (468.760000 sec): 3 clusters
  Score: Raw -46565929.322187 + Penalty 6282.422446 = -46559646.899740
  nChanged 33
		SP:Iteration 99Q (469.660000 sec): 3 clusters
  Score: Raw -46565931.070219 + Penalty 6282.422446 = -46559648.647773
  nChanged 37
		SP:Iteration 100F (470.860000 sec): 3 clusters
  Score: Raw -46565932.778372 + Penalty 6282.422446 = -46559650.355925
  nChanged 30
		SP:Iteration 101Q (471.730000 sec): 3 clusters
  Score: Raw -46565933.907512 + Penalty 6282.422446 = -46559651.485065
  nChanged 19
		SP:Iteration 102Q (472.620000 sec): 3 clusters
  Score: Raw -46565934.764723 + Penalty 6282.422446 = -46559652.342277
  nChanged 25
		SP:Iteration 103Q (473.510000 sec): 3 clusters
  Score: Raw -46565935.749414 + Penalty 6282.422446 = -46559653.326968
  nChanged 15
		SP:Iteration 104Q (474.400000 sec): 3 clusters
  Score: Raw -46565936.228464 + Penalty 6282.422446 = -46559653.806018
  nChanged 12
		SP:Iteration 105Q (475.290000 sec): 3 clusters
  Score: Raw -46565936.614719 + Penalty 6282.422446 = -46559654.192273
  nChanged 10
		SP:Iteration 106Q (476.180000 sec): 3 clusters
  Score: Raw -46565936.895384 + Penalty 6282.422446 = -46559654.472938
  nChanged 5
		SP:Iteration 107Q (477.060000 sec): 3 clusters
  Score: Raw -46565937.234989 + Penalty 6282.422446 = -46559654.812542
  nChanged 11
		SP:Iteration 108Q (477.950000 sec): 3 clusters
  Score: Raw -46565937.622743 + Penalty 6282.422446 = -46559655.200297
  nChanged 13
		SP:Iteration 109Q (478.840000 sec): 3 clusters
  Score: Raw -46565937.990906 + Penalty 6282.422446 = -46559655.568460
  nChanged 12
		SP:Iteration 110Q (479.730000 sec): 3 clusters
  Score: Raw -46565938.355872 + Penalty 6282.422446 = -46559655.933426
  nChanged 15
		SP:Iteration 111Q (480.620000 sec): 3 clusters
  Score: Raw -46565938.964447 + Penalty 6282.422446 = -46559656.542001
  nChanged 11
		SP:Iteration 112Q (481.510000 sec): 3 clusters
  Score: Raw -46565939.402442 + Penalty 6282.422446 = -46559656.979996
  nChanged 10
		SP:Iteration 113Q (482.400000 sec): 3 clusters
  Score: Raw -46565939.670813 + Penalty 6282.422446 = -46559657.248367
  nChanged 7
		SP:Iteration 114Q (483.290000 sec): 3 clusters
  Score: Raw -46565939.915211 + Penalty 6282.422446 = -46559657.492765
  nChanged 8
		SP:Iteration 115Q (484.180000 sec): 3 clusters
  Score: Raw -46565940.155384 + Penalty 6282.422446 = -46559657.732938
  nChanged 11
		SP:Iteration 116Q (485.070000 sec): 3 clusters
  Score: Raw -46565940.659763 + Penalty 6282.422446 = -46559658.237316
  nChanged 11
		SP:Iteration 117Q (485.960000 sec): 3 clusters
  Score: Raw -46565941.115805 + Penalty 6282.422446 = -46559658.693359
  nChanged 15
		SP:Iteration 118Q (486.850000 sec): 3 clusters
  Score: Raw -46565941.637398 + Penalty 6282.422446 = -46559659.214952
  nChanged 10
		SP:Iteration 119Q (487.730000 sec): 3 clusters
  Score: Raw -46565941.892567 + Penalty 6282.422446 = -46559659.470121
  nChanged 4
		SP:Iteration 120F (488.930000 sec): 3 clusters
  Score: Raw -46565941.997594 + Penalty 6282.422446 = -46559659.575148
  nChanged 5
		SP:Iteration 121Q (489.810000 sec): 3 clusters
  Score: Raw -46565942.176480 + Penalty 6282.422446 = -46559659.754033
  nChanged 10
		SP:Iteration 122Q (490.700000 sec): 3 clusters
  Score: Raw -46565942.477591 + Penalty 6282.422446 = -46559660.055145
  nChanged 11
		SP:Iteration 123Q (491.580000 sec): 3 clusters
  Score: Raw -46565942.812588 + Penalty 6282.422446 = -46559660.390142
  nChanged 14
		SP:Iteration 124Q (492.460000 sec): 3 clusters
  Score: Raw -46565943.376640 + Penalty 6282.422446 = -46559660.954194
  nChanged 16
		SP:Iteration 125Q (493.360000 sec): 3 clusters
  Score: Raw -46565944.058326 + Penalty 6282.422446 = -46559661.635880
  nChanged 12
		SP:Iteration 126Q (494.250000 sec): 3 clusters
  Score: Raw -46565944.500615 + Penalty 6282.422446 = -46559662.078169
  nChanged 8
		SP:Iteration 127Q (495.150000 sec): 3 clusters
  Score: Raw -46565944.759654 + Penalty 6282.422446 = -46559662.337208
  nChanged 10
		SP:Iteration 128Q (496.050000 sec): 3 clusters
  Score: Raw -46565945.180128 + Penalty 6282.422446 = -46559662.757682
  nChanged 9
		SP:Iteration 129Q (496.940000 sec): 3 clusters
  Score: Raw -46565945.528941 + Penalty 6282.422446 = -46559663.106494
  nChanged 7
		SP:Iteration 130Q (497.840000 sec): 3 clusters
  Score: Raw -46565945.903071 + Penalty 6282.422446 = -46559663.480624
  nChanged 10
		SP:Iteration 131Q (498.730000 sec): 3 clusters
  Score: Raw -46565946.269346 + Penalty 6282.422446 = -46559663.846899
  nChanged 9
		SP:Iteration 132Q (499.620000 sec): 3 clusters
  Score: Raw -46565946.782416 + Penalty 6282.422446 = -46559664.359970
  nChanged 10
		SP:Iteration 133Q (500.510000 sec): 3 clusters
  Score: Raw -46565947.324925 + Penalty 6282.422446 = -46559664.902478
  nChanged 11
		SP:Iteration 134Q (501.390000 sec): 3 clusters
  Score: Raw -46565947.906023 + Penalty 6282.422446 = -46559665.483577
  nChanged 12
		SP:Iteration 135Q (502.280000 sec): 3 clusters
  Score: Raw -46565948.402010 + Penalty 6282.422446 = -46559665.979563
  nChanged 13
		SP:Iteration 136Q (503.170000 sec): 3 clusters
  Score: Raw -46565949.035173 + Penalty 6282.422446 = -46559666.612727
  nChanged 13
		SP:Iteration 137Q (504.060000 sec): 3 clusters
  Score: Raw -46565949.757859 + Penalty 6282.422446 = -46559667.335412
  nChanged 13
		SP:Iteration 138Q (504.950000 sec): 3 clusters
  Score: Raw -46565950.248324 + Penalty 6282.422446 = -46559667.825878
  nChanged 10
		SP:Iteration 139Q (505.840000 sec): 3 clusters
  Score: Raw -46565950.559348 + Penalty 6282.422446 = -46559668.136902
  nChanged 11
		SP:Iteration 140F (507.040000 sec): 3 clusters
  Score: Raw -46565951.066721 + Penalty 6282.422446 = -46559668.644274
  nChanged 13
		SP:Iteration 141Q (507.940000 sec): 3 clusters
  Score: Raw -46565951.511836 + Penalty 6282.422446 = -46559669.089389
  nChanged 8
		SP:Iteration 142Q (508.830000 sec): 3 clusters
  Score: Raw -46565951.789417 + Penalty 6282.422446 = -46559669.366971
  nChanged 13
		SP:Iteration 143Q (509.720000 sec): 3 clusters
  Score: Raw -46565952.184550 + Penalty 6282.422446 = -46559669.762104
  nChanged 9
		SP:Iteration 144Q (510.610000 sec): 3 clusters
  Score: Raw -46565952.606027 + Penalty 6282.422446 = -46559670.183581
  nChanged 13
		SP:Iteration 145Q (511.500000 sec): 3 clusters
  Score: Raw -46565953.123494 + Penalty 6282.422446 = -46559670.701048
  nChanged 13
		SP:Iteration 146Q (512.390000 sec): 3 clusters
  Score: Raw -46565953.582814 + Penalty 6282.422446 = -46559671.160368
  nChanged 10
		SP:Iteration 147Q (513.280000 sec): 3 clusters
  Score: Raw -46565954.034440 + Penalty 6282.422446 = -46559671.611994
  nChanged 7
		SP:Iteration 148Q (514.170000 sec): 3 clusters
  Score: Raw -46565954.334628 + Penalty 6282.422446 = -46559671.912182
  nChanged 9
		SP:Iteration 149Q (515.060000 sec): 3 clusters
  Score: Raw -46565954.613313 + Penalty 6282.422446 = -46559672.190867
  nChanged 7
		SP:Iteration 150Q (515.950000 sec): 3 clusters
  Score: Raw -46565954.869644 + Penalty 6282.422446 = -46559672.447198
  nChanged 7
		SP:Iteration 151Q (516.840000 sec): 3 clusters
  Score: Raw -46565955.120718 + Penalty 6282.422446 = -46559672.698272
  nChanged 7
		SP:Iteration 152Q (517.730000 sec): 3 clusters
  Score: Raw -46565955.387793 + Penalty 6282.422446 = -46559672.965347
  nChanged 13
		SP:Iteration 153Q (518.620000 sec): 3 clusters
  Score: Raw -46565955.829020 + Penalty 6282.422446 = -46559673.406574
  nChanged 5
		SP:Iteration 154Q (519.510000 sec): 3 clusters
  Score: Raw -46565956.061295 + Penalty 6282.422446 = -46559673.638849
  nChanged 5
		SP:Iteration 155Q (520.400000 sec): 3 clusters
  Score: Raw -46565956.221268 + Penalty 6282.422446 = -46559673.798822
  nChanged 5
		SP:Iteration 156Q (521.290000 sec): 3 clusters
  Score: Raw -46565956.376608 + Penalty 6282.422446 = -46559673.954161
  nChanged 5
		SP:Iteration 157Q (522.180000 sec): 3 clusters
  Score: Raw -46565956.533609 + Penalty 6282.422446 = -46559674.111163
  nChanged 2
		SP:Iteration 158Q (523.080000 sec): 3 clusters
  Score: Raw -46565956.605982 + Penalty 6282.422446 = -46559674.183536
  nChanged 2
		SP:Iteration 159Q (523.970000 sec): 3 clusters
  Score: Raw -46565956.678410 + Penalty 6282.422446 = -46559674.255963
  nChanged 3
		SP:Iteration 160F (525.150000 sec): 3 clusters
  Score: Raw -46565956.761136 + Penalty 6282.422446 = -46559674.338690
  nChanged 2
		SP:Iteration 161Q (526.040000 sec): 3 clusters
  Score: Raw -46565956.844401 + Penalty 6282.422446 = -46559674.421955
  nChanged 1
		SP:Iteration 162Q (526.930000 sec): 3 clusters
  Score: Raw -46565956.875352 + Penalty 6282.422446 = -46559674.452906
  nChanged 0
		SP:Iteration 163F (528.120000 sec): 3 clusters
  Score: Raw -46565956.875352 + Penalty 6282.422446 = -46559674.452906
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (121806 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (528.590000 sec): 2 clusters
  Score: Raw -17728994.820269 + Penalty 2904.125854 = -17726090.694415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (529.060000 sec): 3 clusters
  Score: Raw -17650433.527057 + Penalty 5808.251707 = -17644625.275350
  nChanged 57877
		SP:Iteration 1F (529.520000 sec): 3 clusters
  Score: Raw -17683345.588440 + Penalty 5808.251707 = -17677537.336732
  nChanged 3380
		SP:Iteration 2Q (529.990000 sec): 3 clusters
  Score: Raw -17684030.626205 + Penalty 5808.251707 = -17678222.374497
  nChanged 3491
		SP:Iteration 3Q (530.470000 sec): 3 clusters
  Score: Raw -17684830.926463 + Penalty 5808.251707 = -17679022.674755
  nChanged 3739
		SP:Iteration 4Q (530.940000 sec): 3 clusters
  Score: Raw -17685805.810250 + Penalty 5808.251707 = -17679997.558542
  nChanged 4091
		SP:Iteration 5Q (531.410000 sec): 3 clusters
  Score: Raw -17687065.258069 + Penalty 5808.251707 = -17681257.006362
  nChanged 4597
		SP:Iteration 6Q (531.880000 sec): 3 clusters
  Score: Raw -17688736.001558 + Penalty 5808.251707 = -17682927.749851
  nChanged 5276
		SP:Iteration 7Q (532.360000 sec): 3 clusters
  Score: Raw -17691011.427931 + Penalty 5808.251707 = -17685203.176224
  nChanged 6068
		SP:Iteration 8Q (532.840000 sec): 3 clusters
  Score: Raw -17694098.019709 + Penalty 5808.251707 = -17688289.768001
  nChanged 6790
		SP:Iteration 9F (533.300000 sec): 3 clusters
  Score: Raw -17697975.156538 + Penalty 5808.251707 = -17692166.904831
  nChanged 7023
		SP:Iteration 10F (533.760000 sec): 3 clusters
  Score: Raw -17702137.239399 + Penalty 5808.251707 = -17696328.987691
  nChanged 6791
		SP:Iteration 11F (534.220000 sec): 3 clusters
  Score: Raw -17706159.798996 + Penalty 5808.251707 = -17700351.547288
  nChanged 6130
		SP:Iteration 12F (534.690000 sec): 3 clusters
  Score: Raw -17709545.503614 + Penalty 5808.251707 = -17703737.251906
  nChanged 5396
		SP:Iteration 13Q (535.150000 sec): 3 clusters
  Score: Raw -17712381.828915 + Penalty 5808.251707 = -17706573.577208
  nChanged 4503
		SP:Iteration 14Q (535.610000 sec): 3 clusters
  Score: Raw -17714611.125148 + Penalty 5808.251707 = -17708802.873441
  nChanged 3796
		SP:Iteration 15Q (536.070000 sec): 3 clusters
  Score: Raw -17716418.492247 + Penalty 5808.251707 = -17710610.240539
  nChanged 3257
		SP:Iteration 16Q (536.520000 sec): 3 clusters
  Score: Raw -17717940.163026 + Penalty 5808.251707 = -17712131.911319
  nChanged 2934
		SP:Iteration 17Q (536.970000 sec): 3 clusters
  Score: Raw -17719419.102258 + Penalty 5808.251707 = -17713610.850551
  nChanged 2867
		SP:Iteration 18Q (537.420000 sec): 3 clusters
  Score: Raw -17720929.432980 + Penalty 5808.251707 = -17715121.181272
  nChanged 2817
		SP:Iteration 19Q (537.870000 sec): 3 clusters
  Score: Raw -17722468.296408 + Penalty 5808.251707 = -17716660.044701
  nChanged 2793
		SP:Iteration 20F (538.330000 sec): 3 clusters
  Score: Raw -17723910.579266 + Penalty 5808.251707 = -17718102.327559
  nChanged 2639
		SP:Iteration 21Q (538.770000 sec): 3 clusters
  Score: Raw -17725182.948852 + Penalty 5808.251707 = -17719374.697145
  nChanged 2367
		SP:Iteration 22Q (539.210000 sec): 3 clusters
  Score: Raw -17726175.477193 + Penalty 5808.251707 = -17720367.225485
  nChanged 1996
		SP:Iteration 23Q (539.640000 sec): 3 clusters
  Score: Raw -17726968.999549 + Penalty 5808.251707 = -17721160.747841
  nChanged 1783
		SP:Iteration 24Q (540.080000 sec): 3 clusters
  Score: Raw -17727651.484586 + Penalty 5808.251707 = -17721843.232878
  nChanged 1610
		SP:Iteration 25Q (540.520000 sec): 3 clusters
  Score: Raw -17728161.679576 + Penalty 5808.251707 = -17722353.427869
  nChanged 1405
		SP:Iteration 26Q (540.950000 sec): 3 clusters
  Score: Raw -17728531.868764 + Penalty 5808.251707 = -17722723.617057
  nChanged 1164
		SP:Iteration 27Q (541.380000 sec): 3 clusters
  Score: Raw -17728805.646536 + Penalty 5808.251707 = -17722997.394828
  nChanged 1041
		SP:Iteration 28Q (541.810000 sec): 3 clusters
  Score: Raw -17729029.756939 + Penalty 5808.251707 = -17723221.505231
  nChanged 900
		SP:Iteration 29Q (542.240000 sec): 3 clusters
  Score: Raw -17729195.807360 + Penalty 5808.251707 = -17723387.555653
  nChanged 766
		SP:Iteration 30Q (542.670000 sec): 3 clusters
  Score: Raw -17729325.649680 + Penalty 5808.251707 = -17723517.397972
  nChanged 697
		SP:Iteration 31Q (543.100000 sec): 3 clusters
  Score: Raw -17729432.393596 + Penalty 5808.251707 = -17723624.141888
  nChanged 664
		SP:Iteration 32Q (543.530000 sec): 3 clusters
  Score: Raw -17729521.355960 + Penalty 5808.251707 = -17723713.104253
  nChanged 551
		SP:Iteration 33Q (543.950000 sec): 3 clusters
  Score: Raw -17729582.347085 + Penalty 5808.251707 = -17723774.095377
  nChanged 487
		SP:Iteration 34Q (544.380000 sec): 3 clusters
  Score: Raw -17729625.601979 + Penalty 5808.251707 = -17723817.350271
  nChanged 396
		SP:Iteration 35Q (544.800000 sec): 3 clusters
  Score: Raw -17729655.381307 + Penalty 5808.251707 = -17723847.129599
  nChanged 340
		SP:Iteration 36Q (545.220000 sec): 3 clusters
  Score: Raw -17729677.592758 + Penalty 5808.251707 = -17723869.341050
  nChanged 294
		SP:Iteration 37Q (545.650000 sec): 3 clusters
  Score: Raw -17729695.312619 + Penalty 5808.251707 = -17723887.060912
  nChanged 253
		SP:Iteration 38Q (546.070000 sec): 3 clusters
  Score: Raw -17729709.949923 + Penalty 5808.251707 = -17723901.698215
  nChanged 224
		SP:Iteration 39Q (546.490000 sec): 3 clusters
  Score: Raw -17729722.229476 + Penalty 5808.251707 = -17723913.977769
  nChanged 190
		SP:Iteration 40F (546.960000 sec): 3 clusters
  Score: Raw -17729736.099635 + Penalty 5808.251707 = -17723927.847927
  nChanged 194
		SP:Iteration 41Q (547.390000 sec): 3 clusters
  Score: Raw -17729745.573012 + Penalty 5808.251707 = -17723937.321305
  nChanged 183
		SP:Iteration 42Q (547.820000 sec): 3 clusters
  Score: Raw -17729754.503127 + Penalty 5808.251707 = -17723946.251419
  nChanged 203
		SP:Iteration 43Q (548.260000 sec): 3 clusters
  Score: Raw -17729764.937298 + Penalty 5808.251707 = -17723956.685591
  nChanged 183
		SP:Iteration 44Q (548.700000 sec): 3 clusters
  Score: Raw -17729773.200058 + Penalty 5808.251707 = -17723964.948350
  nChanged 168
		SP:Iteration 45Q (549.130000 sec): 3 clusters
  Score: Raw -17729781.188354 + Penalty 5808.251707 = -17723972.936646
  nChanged 154
		SP:Iteration 46Q (549.560000 sec): 3 clusters
  Score: Raw -17729788.491227 + Penalty 5808.251707 = -17723980.239519
  nChanged 155
		SP:Iteration 47Q (549.990000 sec): 3 clusters
  Score: Raw -17729795.517642 + Penalty 5808.251707 = -17723987.265935
  nChanged 149
		SP:Iteration 48Q (550.430000 sec): 3 clusters
  Score: Raw -17729802.022984 + Penalty 5808.251707 = -17723993.771277
  nChanged 129
		SP:Iteration 49Q (550.860000 sec): 3 clusters
  Score: Raw -17729806.443184 + Penalty 5808.251707 = -17723998.191477
  nChanged 110
		SP:Iteration 50Q (551.300000 sec): 3 clusters
  Score: Raw -17729809.910911 + Penalty 5808.251707 = -17724001.659203
  nChanged 95
		SP:Iteration 51Q (551.740000 sec): 3 clusters
  Score: Raw -17729812.525872 + Penalty 5808.251707 = -17724004.274165
  nChanged 74
		SP:Iteration 52Q (552.170000 sec): 3 clusters
  Score: Raw -17729814.334917 + Penalty 5808.251707 = -17724006.083210
  nChanged 70
		SP:Iteration 53Q (552.610000 sec): 3 clusters
  Score: Raw -17729815.840457 + Penalty 5808.251707 = -17724007.588750
  nChanged 53
		SP:Iteration 54Q (553.040000 sec): 3 clusters
  Score: Raw -17729816.886351 + Penalty 5808.251707 = -17724008.634643
  nChanged 53
		SP:Iteration 55Q (553.470000 sec): 3 clusters
  Score: Raw -17729818.053800 + Penalty 5808.251707 = -17724009.802092
  nChanged 53
		SP:Iteration 56Q (553.910000 sec): 3 clusters
  Score: Raw -17729819.365038 + Penalty 5808.251707 = -17724011.113330
  nChanged 46
		SP:Iteration 57Q (554.340000 sec): 3 clusters
  Score: Raw -17729820.664664 + Penalty 5808.251707 = -17724012.412956
  nChanged 46
		SP:Iteration 58Q (554.770000 sec): 3 clusters
  Score: Raw -17729821.956900 + Penalty 5808.251707 = -17724013.705192
  nChanged 48
		SP:Iteration 59Q (555.210000 sec): 3 clusters
  Score: Raw -17729823.223908 + Penalty 5808.251707 = -17724014.972200
  nChanged 45
		SP:Iteration 60F (555.670000 sec): 3 clusters
  Score: Raw -17729824.216736 + Penalty 5808.251707 = -17724015.965028
  nChanged 40
		SP:Iteration 61Q (556.110000 sec): 3 clusters
  Score: Raw -17729825.006767 + Penalty 5808.251707 = -17724016.755060
  nChanged 37
		SP:Iteration 62Q (556.550000 sec): 3 clusters
  Score: Raw -17729825.757417 + Penalty 5808.251707 = -17724017.505709
  nChanged 32
		SP:Iteration 63Q (556.980000 sec): 3 clusters
  Score: Raw -17729826.340538 + Penalty 5808.251707 = -17724018.088831
  nChanged 25
		SP:Iteration 64Q (557.410000 sec): 3 clusters
  Score: Raw -17729826.816499 + Penalty 5808.251707 = -17724018.564791
  nChanged 26
		SP:Iteration 65Q (557.850000 sec): 3 clusters
  Score: Raw -17729827.243687 + Penalty 5808.251707 = -17724018.991980
  nChanged 22
		SP:Iteration 66Q (558.280000 sec): 3 clusters
  Score: Raw -17729827.517084 + Penalty 5808.251707 = -17724019.265377
  nChanged 11
		SP:Iteration 67Q (558.720000 sec): 3 clusters
  Score: Raw -17729827.733236 + Penalty 5808.251707 = -17724019.481529
  nChanged 13
		SP:Iteration 68Q (559.150000 sec): 3 clusters
  Score: Raw -17729827.991146 + Penalty 5808.251707 = -17724019.739438
  nChanged 13
		SP:Iteration 69Q (559.590000 sec): 3 clusters
  Score: Raw -17729828.189840 + Penalty 5808.251707 = -17724019.938133
  nChanged 16
		SP:Iteration 70Q (560.020000 sec): 3 clusters
  Score: Raw -17729828.474643 + Penalty 5808.251707 = -17724020.222936
  nChanged 17
		SP:Iteration 71Q (560.460000 sec): 3 clusters
  Score: Raw -17729828.776259 + Penalty 5808.251707 = -17724020.524552
  nChanged 16
		SP:Iteration 72Q (560.890000 sec): 3 clusters
  Score: Raw -17729829.013342 + Penalty 5808.251707 = -17724020.761634
  nChanged 14
		SP:Iteration 73Q (561.330000 sec): 3 clusters
  Score: Raw -17729829.217574 + Penalty 5808.251707 = -17724020.965866
  nChanged 12
		SP:Iteration 74Q (561.760000 sec): 3 clusters
  Score: Raw -17729829.464785 + Penalty 5808.251707 = -17724021.213077
  nChanged 18
		SP:Iteration 75Q (562.200000 sec): 3 clusters
  Score: Raw -17729829.881418 + Penalty 5808.251707 = -17724021.629711
  nChanged 20
		SP:Iteration 76Q (562.640000 sec): 3 clusters
  Score: Raw -17729830.283526 + Penalty 5808.251707 = -17724022.031818
  nChanged 25
		SP:Iteration 77Q (563.070000 sec): 3 clusters
  Score: Raw -17729830.766265 + Penalty 5808.251707 = -17724022.514558
  nChanged 22
		SP:Iteration 78Q (563.510000 sec): 3 clusters
  Score: Raw -17729831.156484 + Penalty 5808.251707 = -17724022.904777
  nChanged 20
		SP:Iteration 79Q (563.940000 sec): 3 clusters
  Score: Raw -17729831.453461 + Penalty 5808.251707 = -17724023.201754
  nChanged 16
		SP:Iteration 80F (564.400000 sec): 3 clusters
  Score: Raw -17729831.644742 + Penalty 5808.251707 = -17724023.393034
  nChanged 13
		SP:Iteration 81Q (564.840000 sec): 3 clusters
  Score: Raw -17729831.783571 + Penalty 5808.251707 = -17724023.531864
  nChanged 7
		SP:Iteration 82Q (565.270000 sec): 3 clusters
  Score: Raw -17729831.870539 + Penalty 5808.251707 = -17724023.618831
  nChanged 8
		SP:Iteration 83Q (565.710000 sec): 3 clusters
  Score: Raw -17729831.976529 + Penalty 5808.251707 = -17724023.724821
  nChanged 10
		SP:Iteration 84Q (566.140000 sec): 3 clusters
  Score: Raw -17729832.147156 + Penalty 5808.251707 = -17724023.895449
  nChanged 12
		SP:Iteration 85Q (566.580000 sec): 3 clusters
  Score: Raw -17729832.369196 + Penalty 5808.251707 = -17724024.117488
  nChanged 11
		SP:Iteration 86Q (567.020000 sec): 3 clusters
  Score: Raw -17729832.514929 + Penalty 5808.251707 = -17724024.263221
  nChanged 10
		SP:Iteration 87Q (567.450000 sec): 3 clusters
  Score: Raw -17729832.647275 + Penalty 5808.251707 = -17724024.395567
  nChanged 13
		SP:Iteration 88Q (567.890000 sec): 3 clusters
  Score: Raw -17729832.794548 + Penalty 5808.251707 = -17724024.542840
  nChanged 10
		SP:Iteration 89Q (568.320000 sec): 3 clusters
  Score: Raw -17729832.897850 + Penalty 5808.251707 = -17724024.646143
  nChanged 6
		SP:Iteration 90Q (568.760000 sec): 3 clusters
  Score: Raw -17729832.978677 + Penalty 5808.251707 = -17724024.726969
  nChanged 5
		SP:Iteration 91Q (569.190000 sec): 3 clusters
  Score: Raw -17729833.028332 + Penalty 5808.251707 = -17724024.776625
  nChanged 6
		SP:Iteration 92Q (569.630000 sec): 3 clusters
  Score: Raw -17729833.077578 + Penalty 5808.251707 = -17724024.825870
  nChanged 6
		SP:Iteration 93Q (570.070000 sec): 3 clusters
  Score: Raw -17729833.176197 + Penalty 5808.251707 = -17724024.924490
  nChanged 7
		SP:Iteration 94Q (570.500000 sec): 3 clusters
  Score: Raw -17729833.280474 + Penalty 5808.251707 = -17724025.028766
  nChanged 5
		SP:Iteration 95Q (570.940000 sec): 3 clusters
  Score: Raw -17729833.355528 + Penalty 5808.251707 = -17724025.103820
  nChanged 5
		SP:Iteration 96Q (571.370000 sec): 3 clusters
  Score: Raw -17729833.442117 + Penalty 5808.251707 = -17724025.190409
  nChanged 1
		SP:Iteration 97Q (571.800000 sec): 3 clusters
  Score: Raw -17729833.466471 + Penalty 5808.251707 = -17724025.214763
  nChanged 1
		SP:Iteration 98Q (572.230000 sec): 3 clusters
  Score: Raw -17729833.478016 + Penalty 5808.251707 = -17724025.226308
  nChanged 3
		SP:Iteration 99Q (572.670000 sec): 3 clusters
  Score: Raw -17729833.505160 + Penalty 5808.251707 = -17724025.253453
  nChanged 0
		SP:Iteration 100F (573.130000 sec): 3 clusters
  Score: Raw -17729833.505160 + Penalty 5808.251707 = -17724025.253453
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (17754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (573.240000 sec): 2 clusters
  Score: Raw -2677111.127791 + Penalty 2426.522798 = -2674684.604993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (573.300000 sec): 3 clusters
  Score: Raw -2666946.952721 + Penalty 4853.045596 = -2662093.907125
  nChanged 7787
		SP:Iteration 1F (573.370000 sec): 3 clusters
  Score: Raw -2671071.433821 + Penalty 4853.045596 = -2666218.388225
  nChanged 994
		SP:Iteration 2F (573.430000 sec): 3 clusters
  Score: Raw -2671518.730736 + Penalty 4853.045596 = -2666665.685140
  nChanged 907
		SP:Iteration 3F (573.490000 sec): 3 clusters
  Score: Raw -2671914.088464 + Penalty 4853.045596 = -2667061.042868
  nChanged 804
		SP:Iteration 4Q (573.560000 sec): 3 clusters
  Score: Raw -2672305.804589 + Penalty 4853.045596 = -2667452.758992
  nChanged 805
		SP:Iteration 5Q (573.630000 sec): 3 clusters
  Score: Raw -2672775.583382 + Penalty 4853.045596 = -2667922.537786
  nChanged 843
		SP:Iteration 6Q (573.700000 sec): 3 clusters
  Score: Raw -2673265.627126 + Penalty 4853.045596 = -2668412.581530
  nChanged 869
		SP:Iteration 7Q (573.760000 sec): 3 clusters
  Score: Raw -2673832.646636 + Penalty 4853.045596 = -2668979.601040
  nChanged 923
		SP:Iteration 8F (573.820000 sec): 3 clusters
  Score: Raw -2674429.090207 + Penalty 4853.045596 = -2669576.044611
  nChanged 920
		SP:Iteration 9F (573.890000 sec): 3 clusters
  Score: Raw -2675046.607595 + Penalty 4853.045596 = -2670193.561999
  nChanged 826
		SP:Iteration 10Q (573.950000 sec): 3 clusters
  Score: Raw -2675613.630161 + Penalty 4853.045596 = -2670760.584565
  nChanged 723
		SP:Iteration 11Q (574.020000 sec): 3 clusters
  Score: Raw -2676116.171335 + Penalty 4853.045596 = -2671263.125739
  nChanged 620
		SP:Iteration 12Q (574.080000 sec): 3 clusters
  Score: Raw -2676512.448643 + Penalty 4853.045596 = -2671659.403047
  nChanged 502
		SP:Iteration 13Q (574.140000 sec): 3 clusters
  Score: Raw -2676785.869899 + Penalty 4853.045596 = -2671932.824302
  nChanged 368
		SP:Iteration 14Q (574.200000 sec): 3 clusters
  Score: Raw -2676963.313829 + Penalty 4853.045596 = -2672110.268232
  nChanged 285
		SP:Iteration 15Q (574.260000 sec): 3 clusters
  Score: Raw -2677087.337417 + Penalty 4853.045596 = -2672234.291821
  nChanged 237
		SP:Iteration 16Q (574.330000 sec): 3 clusters
  Score: Raw -2677190.552227 + Penalty 4853.045596 = -2672337.506631
  nChanged 217
		SP:Iteration 17Q (574.380000 sec): 3 clusters
  Score: Raw -2677273.774789 + Penalty 4853.045596 = -2672420.729193
  nChanged 169
		SP:Iteration 18Q (574.440000 sec): 3 clusters
  Score: Raw -2677331.750636 + Penalty 4853.045596 = -2672478.705040
  nChanged 134
		SP:Iteration 19Q (574.500000 sec): 3 clusters
  Score: Raw -2677374.268089 + Penalty 4853.045596 = -2672521.222493
  nChanged 117
		SP:Iteration 20F (574.570000 sec): 3 clusters
  Score: Raw -2677410.878292 + Penalty 4853.045596 = -2672557.832695
  nChanged 99
		SP:Iteration 21Q (574.620000 sec): 3 clusters
  Score: Raw -2677435.082940 + Penalty 4853.045596 = -2672582.037344
  nChanged 82
		SP:Iteration 22Q (574.680000 sec): 3 clusters
  Score: Raw -2677454.849279 + Penalty 4853.045596 = -2672601.803682
  nChanged 83
		SP:Iteration 23Q (574.740000 sec): 3 clusters
  Score: Raw -2677474.471722 + Penalty 4853.045596 = -2672621.426126
  nChanged 91
		SP:Iteration 24Q (574.800000 sec): 3 clusters
  Score: Raw -2677498.871935 + Penalty 4853.045596 = -2672645.826339
  nChanged 82
		SP:Iteration 25Q (574.850000 sec): 3 clusters
  Score: Raw -2677517.136901 + Penalty 4853.045596 = -2672664.091304
  nChanged 69
		SP:Iteration 26Q (574.910000 sec): 3 clusters
  Score: Raw -2677529.764117 + Penalty 4853.045596 = -2672676.718521
  nChanged 45
		SP:Iteration 27Q (574.960000 sec): 3 clusters
  Score: Raw -2677538.140500 + Penalty 4853.045596 = -2672685.094903
  nChanged 34
		SP:Iteration 28Q (575.020000 sec): 3 clusters
  Score: Raw -2677544.238718 + Penalty 4853.045596 = -2672691.193122
  nChanged 39
		SP:Iteration 29Q (575.080000 sec): 3 clusters
  Score: Raw -2677550.635490 + Penalty 4853.045596 = -2672697.589894
  nChanged 31
		SP:Iteration 30Q (575.130000 sec): 3 clusters
  Score: Raw -2677556.347483 + Penalty 4853.045596 = -2672703.301887
  nChanged 27
		SP:Iteration 31Q (575.190000 sec): 3 clusters
  Score: Raw -2677560.991120 + Penalty 4853.045596 = -2672707.945523
  nChanged 26
		SP:Iteration 32Q (575.240000 sec): 3 clusters
  Score: Raw -2677564.879454 + Penalty 4853.045596 = -2672711.833858
  nChanged 24
		SP:Iteration 33Q (575.300000 sec): 3 clusters
  Score: Raw -2677568.219503 + Penalty 4853.045596 = -2672715.173906
  nChanged 23
		SP:Iteration 34Q (575.360000 sec): 3 clusters
  Score: Raw -2677571.806700 + Penalty 4853.045596 = -2672718.761104
  nChanged 17
		SP:Iteration 35Q (575.410000 sec): 3 clusters
  Score: Raw -2677574.780436 + Penalty 4853.045596 = -2672721.734839
  nChanged 22
		SP:Iteration 36Q (575.460000 sec): 3 clusters
  Score: Raw -2677578.123710 + Penalty 4853.045596 = -2672725.078113
  nChanged 19
		SP:Iteration 37Q (575.520000 sec): 3 clusters
  Score: Raw -2677581.255895 + Penalty 4853.045596 = -2672728.210299
  nChanged 12
		SP:Iteration 38Q (575.580000 sec): 3 clusters
  Score: Raw -2677582.980868 + Penalty 4853.045596 = -2672729.935272
  nChanged 11
		SP:Iteration 39Q (575.630000 sec): 3 clusters
  Score: Raw -2677584.501760 + Penalty 4853.045596 = -2672731.456164
  nChanged 7
		SP:Iteration 40F (575.700000 sec): 3 clusters
  Score: Raw -2677585.479590 + Penalty 4853.045596 = -2672732.433993
  nChanged 5
		SP:Iteration 41Q (575.750000 sec): 3 clusters
  Score: Raw -2677586.030021 + Penalty 4853.045596 = -2672732.984425
  nChanged 4
		SP:Iteration 42Q (575.810000 sec): 3 clusters
  Score: Raw -2677586.901173 + Penalty 4853.045596 = -2672733.855577
  nChanged 6
		SP:Iteration 43Q (575.860000 sec): 3 clusters
  Score: Raw -2677587.679320 + Penalty 4853.045596 = -2672734.633724
  nChanged 5
		SP:Iteration 44Q (575.920000 sec): 3 clusters
  Score: Raw -2677588.557884 + Penalty 4853.045596 = -2672735.512287
  nChanged 7
		SP:Iteration 45Q (575.970000 sec): 3 clusters
  Score: Raw -2677589.415895 + Penalty 4853.045596 = -2672736.370299
  nChanged 3
		SP:Iteration 46Q (576.030000 sec): 3 clusters
  Score: Raw -2677589.669420 + Penalty 4853.045596 = -2672736.623824
  nChanged 2
		SP:Iteration 47Q (576.080000 sec): 3 clusters
  Score: Raw -2677589.897577 + Penalty 4853.045596 = -2672736.851981
  nChanged 3
		SP:Iteration 48Q (576.140000 sec): 3 clusters
  Score: Raw -2677590.239952 + Penalty 4853.045596 = -2672737.194356
  nChanged 1
		SP:Iteration 49Q (576.200000 sec): 3 clusters
  Score: Raw -2677590.399528 + Penalty 4853.045596 = -2672737.353932
  nChanged 2
		SP:Iteration 50Q (576.250000 sec): 3 clusters
  Score: Raw -2677590.680607 + Penalty 4853.045596 = -2672737.635011
  nChanged 3
		SP:Iteration 51Q (576.300000 sec): 3 clusters
  Score: Raw -2677590.930883 + Penalty 4853.045596 = -2672737.885287
  nChanged 0
		SP:Iteration 52F (576.370000 sec): 3 clusters
  Score: Raw -2677590.930883 + Penalty 4853.045596 = -2672737.885287
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (8108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (576.400000 sec): 2 clusters
  Score: Raw -1148582.462282 + Penalty 2232.150414 = -1146350.311868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (576.430000 sec): 3 clusters
  Score: Raw -1144394.039099 + Penalty 4464.300828 = -1139929.738272
  nChanged 3278
		SP:Iteration 1F (576.460000 sec): 3 clusters
  Score: Raw -1146212.503152 + Penalty 4464.300828 = -1141748.202324
  nChanged 526
		SP:Iteration 2F (576.490000 sec): 3 clusters
  Score: Raw -1146506.745780 + Penalty 4464.300828 = -1142042.444953
  nChanged 419
		SP:Iteration 3F (576.520000 sec): 3 clusters
  Score: Raw -1146711.629413 + Penalty 4464.300828 = -1142247.328585
  nChanged 309
		SP:Iteration 4Q (576.550000 sec): 3 clusters
  Score: Raw -1146856.463754 + Penalty 4464.300828 = -1142392.162926
  nChanged 288
		SP:Iteration 5Q (576.580000 sec): 3 clusters
  Score: Raw -1147008.912079 + Penalty 4464.300828 = -1142544.611252
  nChanged 294
		SP:Iteration 6Q (576.610000 sec): 3 clusters
  Score: Raw -1147167.871315 + Penalty 4464.300828 = -1142703.570488
  nChanged 295
		SP:Iteration 7Q (576.640000 sec): 3 clusters
  Score: Raw -1147341.133813 + Penalty 4464.300828 = -1142876.832985
  nChanged 296
		SP:Iteration 8Q (576.670000 sec): 3 clusters
  Score: Raw -1147525.624012 + Penalty 4464.300828 = -1143061.323184
  nChanged 277
		SP:Iteration 9Q (576.700000 sec): 3 clusters
  Score: Raw -1147710.116162 + Penalty 4464.300828 = -1143245.815334
  nChanged 282
		SP:Iteration 10Q (576.720000 sec): 3 clusters
  Score: Raw -1147912.048845 + Penalty 4464.300828 = -1143447.748017
  nChanged 291
		SP:Iteration 11Q (576.750000 sec): 3 clusters
  Score: Raw -1148148.721251 + Penalty 4464.300828 = -1143684.420423
  nChanged 275
		SP:Iteration 12Q (576.780000 sec): 3 clusters
  Score: Raw -1148370.212639 + Penalty 4464.300828 = -1143905.911811
  nChanged 246
		SP:Iteration 13Q (576.810000 sec): 3 clusters
  Score: Raw -1148580.481976 + Penalty 4464.300828 = -1144116.181148
  nChanged 226
		SP:Iteration 14Q (576.840000 sec): 3 clusters
  Score: Raw -1148782.918388 + Penalty 4464.300828 = -1144318.617561
  nChanged 178
		SP:Iteration 15Q (576.860000 sec): 3 clusters
  Score: Raw -1148944.215112 + Penalty 4464.300828 = -1144479.914284
  nChanged 174
		SP:Iteration 16Q (576.890000 sec): 3 clusters
  Score: Raw -1149117.234292 + Penalty 4464.300828 = -1144652.933464
  nChanged 155
		SP:Iteration 17Q (576.920000 sec): 3 clusters
  Score: Raw -1149260.247078 + Penalty 4464.300828 = -1144795.946250
  nChanged 121
		SP:Iteration 18Q (576.940000 sec): 3 clusters
  Score: Raw -1149370.512756 + Penalty 4464.300828 = -1144906.211928
  nChanged 109
		SP:Iteration 19Q (576.970000 sec): 3 clusters
  Score: Raw -1149487.683965 + Penalty 4464.300828 = -1145023.383138
  nChanged 137
		SP:Iteration 20F (577.000000 sec): 3 clusters
  Score: Raw -1149583.068869 + Penalty 4464.300828 = -1145118.768042
  nChanged 101
		SP:Iteration 21Q (577.020000 sec): 3 clusters
  Score: Raw -1149646.885797 + Penalty 4464.300828 = -1145182.584969
  nChanged 64
		SP:Iteration 22Q (577.050000 sec): 3 clusters
  Score: Raw -1149678.283994 + Penalty 4464.300828 = -1145213.983166
  nChanged 46
		SP:Iteration 23Q (577.070000 sec): 3 clusters
  Score: Raw -1149699.460477 + Penalty 4464.300828 = -1145235.159649
  nChanged 38
		SP:Iteration 24Q (577.100000 sec): 3 clusters
  Score: Raw -1149711.825038 + Penalty 4464.300828 = -1145247.524210
  nChanged 21
		SP:Iteration 25Q (577.120000 sec): 3 clusters
  Score: Raw -1149720.604526 + Penalty 4464.300828 = -1145256.303698
  nChanged 13
		SP:Iteration 26Q (577.150000 sec): 3 clusters
  Score: Raw -1149724.407066 + Penalty 4464.300828 = -1145260.106239
  nChanged 16
		SP:Iteration 27Q (577.170000 sec): 3 clusters
  Score: Raw -1149729.730501 + Penalty 4464.300828 = -1145265.429673
  nChanged 11
		SP:Iteration 28Q (577.200000 sec): 3 clusters
  Score: Raw -1149733.465655 + Penalty 4464.300828 = -1145269.164828
  nChanged 8
		SP:Iteration 29Q (577.220000 sec): 3 clusters
  Score: Raw -1149735.653165 + Penalty 4464.300828 = -1145271.352337
  nChanged 5
		SP:Iteration 30Q (577.240000 sec): 3 clusters
  Score: Raw -1149737.104044 + Penalty 4464.300828 = -1145272.803216
  nChanged 3
		SP:Iteration 31Q (577.270000 sec): 3 clusters
  Score: Raw -1149738.062702 + Penalty 4464.300828 = -1145273.761874
  nChanged 2
		SP:Iteration 32Q (577.300000 sec): 3 clusters
  Score: Raw -1149738.776348 + Penalty 4464.300828 = -1145274.475520
  nChanged 3
		SP:Iteration 33Q (577.320000 sec): 3 clusters
  Score: Raw -1149739.863631 + Penalty 4464.300828 = -1145275.562803
  nChanged 4
		SP:Iteration 34Q (577.340000 sec): 3 clusters
  Score: Raw -1149740.906309 + Penalty 4464.300828 = -1145276.605481
  nChanged 3
		SP:Iteration 35Q (577.370000 sec): 3 clusters
  Score: Raw -1149742.044701 + Penalty 4464.300828 = -1145277.743873
  nChanged 3
		SP:Iteration 36Q (577.390000 sec): 3 clusters
  Score: Raw -1149742.694331 + Penalty 4464.300828 = -1145278.393503
  nChanged 1
		SP:Iteration 37Q (577.420000 sec): 3 clusters
  Score: Raw -1149742.871757 + Penalty 4464.300828 = -1145278.570930
  nChanged 0
		SP:Iteration 38F (577.450000 sec): 3 clusters
  Score: Raw -1149742.871757 + Penalty 4464.300828 = -1145278.570930
  nChanged 0
Iteration 20F (601.380000 sec): 22 clusters
  Score: Raw -117467146.010613 + Penalty 70868.408463 = -117396277.602150
  nChanged 13151
Iteration 21Q (609.330000 sec): 22 clusters
  Score: Raw -117480321.324480 + Penalty 70868.408463 = -117409452.916016
  nChanged 10091
Iteration 22Q (616.910000 sec): 22 clusters
  Score: Raw -117483520.126695 + Penalty 70868.408463 = -117412651.718232
  nChanged 8773
Iteration 23Q (624.380000 sec): 22 clusters
  Score: Raw -117485724.769856 + Penalty 70868.408463 = -117414856.361393
  nChanged 7731
Iteration 24Q (631.830000 sec): 22 clusters
  Score: Raw -117487354.244498 + Penalty 70868.408463 = -117416485.836035
  nChanged 6807
Iteration 25Q (639.250000 sec): 22 clusters
  Score: Raw -117488689.719103 + Penalty 70868.408463 = -117417821.310640
  nChanged 6238
Iteration 26Q (646.640000 sec): 22 clusters
  Score: Raw -117489996.137717 + Penalty 70868.408463 = -117419127.729253
  nChanged 5758
Iteration 27Q (654.040000 sec): 22 clusters
  Score: Raw -117491083.150551 + Penalty 70868.408463 = -117420214.742088
  nChanged 5351
Iteration 28Q (661.420000 sec): 22 clusters
  Score: Raw -117491914.371092 + Penalty 70868.408463 = -117421045.962629
  nChanged 5013
Iteration 29Q (668.770000 sec): 22 clusters
  Score: Raw -117492657.884777 + Penalty 70868.408463 = -117421789.476314
  nChanged 4796
Iteration 30Q (676.110000 sec): 22 clusters
  Score: Raw -117493310.571121 + Penalty 70868.408463 = -117422442.162657
  nChanged 4591
Iteration 31Q (683.420000 sec): 22 clusters
  Score: Raw -117493896.317894 + Penalty 70868.408463 = -117423027.909430
  nChanged 4358
Iteration 32Q (690.720000 sec): 22 clusters
  Score: Raw -117494445.958750 + Penalty 70868.408463 = -117423577.550286
  nChanged 4220
Iteration 33Q (698.040000 sec): 22 clusters
  Score: Raw -117494961.984438 + Penalty 70868.408463 = -117424093.575975
  nChanged 4065
Iteration 34Q (705.380000 sec): 22 clusters
  Score: Raw -117495451.103215 + Penalty 70868.408463 = -117424582.694752
  nChanged 3974
Iteration 35Q (712.680000 sec): 22 clusters
  Score: Raw -117495932.318738 + Penalty 70868.408463 = -117425063.910275
  nChanged 3886
Iteration 36Q (719.970000 sec): 22 clusters
  Score: Raw -117496404.769275 + Penalty 70868.408463 = -117425536.360812
  nChanged 3802
Iteration 37Q (727.250000 sec): 22 clusters
  Score: Raw -117496850.294640 + Penalty 70868.408463 = -117425981.886177
  nChanged 3701
Iteration 38Q (734.540000 sec): 22 clusters
  Score: Raw -117497257.209101 + Penalty 70868.408463 = -117426388.800638
  nChanged 3654
Iteration 39Q (741.800000 sec): 22 clusters
  Score: Raw -117497645.721851 + Penalty 70868.408463 = -117426777.313388
  nChanged 3628
Iteration 40F (765.570000 sec): 22 clusters
  Score: Raw -117503501.555366 + Penalty 70868.408463 = -117432633.146903
  nChanged 3920
Iteration 41Q (773.160000 sec): 22 clusters
  Score: Raw -117508333.066499 + Penalty 70868.408463 = -117437464.658036
  nChanged 3826
Iteration 42Q (780.750000 sec): 22 clusters
  Score: Raw -117509235.778553 + Penalty 70868.408463 = -117438367.370090
  nChanged 3771
Iteration 43Q (788.300000 sec): 22 clusters
  Score: Raw -117509967.189150 + Penalty 70868.408463 = -117439098.780687
  nChanged 3975
Iteration 44Q (795.890000 sec): 22 clusters
  Score: Raw -117510519.043151 + Penalty 70868.408463 = -117439650.634688
  nChanged 4026
Iteration 45Q (803.430000 sec): 22 clusters
  Score: Raw -117511203.263135 + Penalty 70868.408463 = -117440334.854672
  nChanged 3999
Iteration 46Q (810.980000 sec): 22 clusters
  Score: Raw -117511909.685521 + Penalty 70868.408463 = -117441041.277057
  nChanged 3996
Iteration 47Q (818.520000 sec): 22 clusters
  Score: Raw -117512618.958021 + Penalty 70868.408463 = -117441750.549557
  nChanged 3971
Iteration 48Q (826.050000 sec): 22 clusters
  Score: Raw -117513507.374515 + Penalty 70868.408463 = -117442638.966052
  nChanged 4014
Iteration 49Q (833.580000 sec): 22 clusters
  Score: Raw -117513885.656062 + Penalty 70868.408463 = -117443017.247599
  nChanged 4013
Iteration 50Q (841.100000 sec): 22 clusters
  Score: Raw -117514245.912503 + Penalty 70868.408463 = -117443377.504040
  nChanged 4179
Iteration 51Q (848.620000 sec): 22 clusters
  Score: Raw -117514622.420394 + Penalty 70868.408463 = -117443754.011931
  nChanged 4231
Iteration 52Q (856.130000 sec): 22 clusters
  Score: Raw -117515019.218435 + Penalty 70868.408463 = -117444150.809972
  nChanged 4440
Iteration 53Q (863.640000 sec): 22 clusters
  Score: Raw -117515453.117096 + Penalty 70868.408463 = -117444584.708633
  nChanged 4599
Iteration 54Q (871.150000 sec): 22 clusters
  Score: Raw -117515938.834778 + Penalty 70868.408463 = -117445070.426314
  nChanged 4983
Iteration 55Q (878.670000 sec): 22 clusters
  Score: Raw -117516514.705281 + Penalty 70868.408463 = -117445646.296818
  nChanged 5408
Iteration 56Q (886.220000 sec): 22 clusters
  Score: Raw -117517221.106149 + Penalty 70868.408463 = -117446352.697685
  nChanged 5893
Iteration 57Q (893.760000 sec): 22 clusters
  Score: Raw -117518076.207016 + Penalty 70868.408463 = -117447207.798553
  nChanged 6478
Iteration 58Q (901.300000 sec): 22 clusters
  Score: Raw -117519123.596388 + Penalty 70868.408463 = -117448255.187924
  nChanged 7103
Writing temp clu file 
Because OldScore, -117447207.798553, is greater than current (better) Score,-117448255.187924 
 Compute initial score before splitting:   Score: Raw -117519123.596388 + Penalty 70868.408463 = -117448255.187924
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (1300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.460000 sec): 2 clusters
  Score: Raw -189433.906082 + Penalty 1778.189647 = -187655.716435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.470000 sec): 3 clusters
  Score: Raw -189023.702042 + Penalty 3556.379294 = -185467.322748
  nChanged 362
		SP:Iteration 1F (901.480000 sec): 3 clusters
  Score: Raw -189325.263470 + Penalty 3556.379294 = -185768.884176
  nChanged 84
		SP:Iteration 2F (901.480000 sec): 3 clusters
  Score: Raw -189411.472400 + Penalty 3556.379294 = -185855.093106
  nChanged 40
		SP:Iteration 3Q (901.480000 sec): 3 clusters
  Score: Raw -189453.589720 + Penalty 3556.379294 = -185897.210426
  nChanged 24
		SP:Iteration 4Q (901.490000 sec): 3 clusters
  Score: Raw -189484.640767 + Penalty 3556.379294 = -185928.261473
  nChanged 18
		SP:Iteration 5Q (901.500000 sec): 3 clusters
  Score: Raw -189504.428618 + Penalty 3556.379294 = -185948.049324
  nChanged 13
		SP:Iteration 6Q (901.500000 sec): 3 clusters
  Score: Raw -189521.789684 + Penalty 3556.379294 = -185965.410390
  nChanged 20
		SP:Iteration 7Q (901.500000 sec): 3 clusters
  Score: Raw -189539.324066 + Penalty 3556.379294 = -185982.944772
  nChanged 9
		SP:Iteration 8Q (901.510000 sec): 3 clusters
  Score: Raw -189548.663909 + Penalty 3556.379294 = -185992.284616
  nChanged 11
		SP:Iteration 9Q (901.520000 sec): 3 clusters
  Score: Raw -189558.763303 + Penalty 3556.379294 = -186002.384010
  nChanged 13
		SP:Iteration 10Q (901.520000 sec): 3 clusters
  Score: Raw -189570.255187 + Penalty 3556.379294 = -186013.875893
  nChanged 12
		SP:Iteration 11Q (901.520000 sec): 3 clusters
  Score: Raw -189581.442520 + Penalty 3556.379294 = -186025.063226
  nChanged 11
		SP:Iteration 12Q (901.530000 sec): 3 clusters
  Score: Raw -189593.036681 + Penalty 3556.379294 = -186036.657387
  nChanged 8
		SP:Iteration 13Q (901.540000 sec): 3 clusters
  Score: Raw -189598.774900 + Penalty 3556.379294 = -186042.395607
  nChanged 5
		SP:Iteration 14Q (901.540000 sec): 3 clusters
  Score: Raw -189603.066750 + Penalty 3556.379294 = -186046.687457
  nChanged 5
		SP:Iteration 15Q (901.550000 sec): 3 clusters
  Score: Raw -189608.925555 + Penalty 3556.379294 = -186052.546261
  nChanged 5
		SP:Iteration 16Q (901.550000 sec): 3 clusters
  Score: Raw -189617.078012 + Penalty 3556.379294 = -186060.698718
  nChanged 4
		SP:Iteration 17Q (901.560000 sec): 3 clusters
  Score: Raw -189620.544208 + Penalty 3556.379294 = -186064.164914
  nChanged 2
		SP:Iteration 18Q (901.560000 sec): 3 clusters
  Score: Raw -189623.031611 + Penalty 3556.379294 = -186066.652318
  nChanged 0
		SP:Iteration 19F (901.570000 sec): 3 clusters
  Score: Raw -189623.031611 + Penalty 3556.379294 = -186066.652318
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.580000 sec): 2 clusters
  Score: Raw -182124.288917 + Penalty 1765.268019 = -180359.020899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.580000 sec): 3 clusters
  Score: Raw -181784.649686 + Penalty 3530.536037 = -178254.113649
  nChanged 338
		SP:Iteration 1F (901.580000 sec): 3 clusters
  Score: Raw -182137.906601 + Penalty 3530.536037 = -178607.370563
  nChanged 94
		SP:Iteration 2F (901.590000 sec): 3 clusters
  Score: Raw -182286.327721 + Penalty 3530.536037 = -178755.791683
  nChanged 67
		SP:Iteration 3F (901.590000 sec): 3 clusters
  Score: Raw -182359.912015 + Penalty 3530.536037 = -178829.375978
  nChanged 30
		SP:Iteration 4Q (901.600000 sec): 3 clusters
  Score: Raw -182398.244317 + Penalty 3530.536037 = -178867.708280
  nChanged 22
		SP:Iteration 5Q (901.600000 sec): 3 clusters
  Score: Raw -182420.859356 + Penalty 3530.536037 = -178890.323318
  nChanged 13
		SP:Iteration 6Q (901.610000 sec): 3 clusters
  Score: Raw -182436.319545 + Penalty 3530.536037 = -178905.783508
  nChanged 12
		SP:Iteration 7Q (901.610000 sec): 3 clusters
  Score: Raw -182443.885440 + Penalty 3530.536037 = -178913.349402
  nChanged 6
		SP:Iteration 8Q (901.620000 sec): 3 clusters
  Score: Raw -182448.785276 + Penalty 3530.536037 = -178918.249239
  nChanged 5
		SP:Iteration 9Q (901.620000 sec): 3 clusters
  Score: Raw -182456.832323 + Penalty 3530.536037 = -178926.296285
  nChanged 6
		SP:Iteration 10Q (901.630000 sec): 3 clusters
  Score: Raw -182463.285120 + Penalty 3530.536037 = -178932.749083
  nChanged 6
		SP:Iteration 11Q (901.630000 sec): 3 clusters
  Score: Raw -182467.565959 + Penalty 3530.536037 = -178937.029921
  nChanged 2
		SP:Iteration 12Q (901.640000 sec): 3 clusters
  Score: Raw -182469.188512 + Penalty 3530.536037 = -178938.652475
  nChanged 1
		SP:Iteration 13Q (901.640000 sec): 3 clusters
  Score: Raw -182470.944469 + Penalty 3530.536037 = -178940.408432
  nChanged 1
		SP:Iteration 14Q (901.650000 sec): 3 clusters
  Score: Raw -182472.856376 + Penalty 3530.536037 = -178942.320339
  nChanged 1
		SP:Iteration 15Q (901.650000 sec): 3 clusters
  Score: Raw -182473.011040 + Penalty 3530.536037 = -178942.475003
  nChanged 0
		SP:Iteration 16F (901.660000 sec): 3 clusters
  Score: Raw -182473.011040 + Penalty 3530.536037 = -178942.475003
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.660000 sec): 2 clusters
  Score: Raw -57770.450672 + Penalty 1522.156309 = -56248.294363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.660000 sec): 3 clusters
  Score: Raw -58098.531365 + Penalty 3044.312619 = -55054.218746
  nChanged 118
		SP:Iteration 1F (901.660000 sec): 3 clusters
  Score: Raw -58636.489317 + Penalty 3044.312619 = -55592.176698
  nChanged 77
		SP:Iteration 2F (901.670000 sec): 3 clusters
  Score: Raw -59035.564592 + Penalty 3044.312619 = -55991.251974
  nChanged 18
		SP:Iteration 3Q (901.670000 sec): 3 clusters
  Score: Raw -59285.398585 + Penalty 3044.312619 = -56241.085966
  nChanged 12
		SP:Iteration 4Q (901.670000 sec): 3 clusters
  Score: Raw -59389.825130 + Penalty 3044.312619 = -56345.512511
  nChanged 7
		SP:Iteration 5Q (901.670000 sec): 3 clusters
  Score: Raw -59602.271846 + Penalty 3044.312619 = -56557.959227
  nChanged 5
		SP:Iteration 6Q (901.670000 sec): 3 clusters
  Score: Raw -59863.463716 + Penalty 3044.312619 = -56819.151097
  nChanged 5
		SP:Iteration 7Q (901.670000 sec): 3 clusters
  Score: Raw -59930.342886 + Penalty 3044.312619 = -56886.030267
  nChanged 4
		SP:Iteration 8Q (901.680000 sec): 3 clusters
  Score: Raw -59951.841181 + Penalty 3044.312619 = -56907.528562
  nChanged 5
		SP:Iteration 9Q (901.680000 sec): 3 clusters
  Score: Raw -59975.036365 + Penalty 3044.312619 = -56930.723747
  nChanged 1
		SP:Iteration 10Q (901.680000 sec): 3 clusters
  Score: Raw -59977.888359 + Penalty 3044.312619 = -56933.575740
  nChanged 0
		SP:Iteration 11F (901.680000 sec): 3 clusters
  Score: Raw -59982.080228 + Penalty 3044.312619 = -56937.767609
  nChanged 1
		SP:Iteration 12Q (901.680000 sec): 3 clusters
  Score: Raw -59988.372581 + Penalty 3044.312619 = -56944.059963
  nChanged 0
		SP:Iteration 13F (901.680000 sec): 3 clusters
  Score: Raw -59988.372581 + Penalty 3044.312619 = -56944.059963
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 22.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (1654 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.700000 sec): 2 clusters
  Score: Raw -242793.460689 + Penalty 1837.916065 = -240955.544624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.700000 sec): 3 clusters
  Score: Raw -242231.930939 + Penalty 3675.832130 = -238556.098808
  nChanged 486
		SP:Iteration 1F (901.710000 sec): 3 clusters
  Score: Raw -242604.968069 + Penalty 3675.832130 = -238929.135939
  nChanged 112
		SP:Iteration 2F (901.720000 sec): 3 clusters
  Score: Raw -242705.290817 + Penalty 3675.832130 = -239029.458687
  nChanged 67
		SP:Iteration 3Q (901.720000 sec): 3 clusters
  Score: Raw -242754.178928 + Penalty 3675.832130 = -239078.346798
  nChanged 44
		SP:Iteration 4Q (901.730000 sec): 3 clusters
  Score: Raw -242793.461312 + Penalty 3675.832130 = -239117.629182
  nChanged 22
		SP:Iteration 5Q (901.740000 sec): 3 clusters
  Score: Raw -242818.608862 + Penalty 3675.832130 = -239142.776731
  nChanged 23
		SP:Iteration 6Q (901.740000 sec): 3 clusters
  Score: Raw -242845.723048 + Penalty 3675.832130 = -239169.890917
  nChanged 22
		SP:Iteration 7Q (901.750000 sec): 3 clusters
  Score: Raw -242860.306583 + Penalty 3675.832130 = -239184.474453
  nChanged 15
		SP:Iteration 8Q (901.750000 sec): 3 clusters
  Score: Raw -242873.602448 + Penalty 3675.832130 = -239197.770318
  nChanged 9
		SP:Iteration 9Q (901.760000 sec): 3 clusters
  Score: Raw -242880.637985 + Penalty 3675.832130 = -239204.805855
  nChanged 4
		SP:Iteration 10Q (901.770000 sec): 3 clusters
  Score: Raw -242883.827565 + Penalty 3675.832130 = -239207.995435
  nChanged 7
		SP:Iteration 11Q (901.770000 sec): 3 clusters
  Score: Raw -242889.071841 + Penalty 3675.832130 = -239213.239711
  nChanged 3
		SP:Iteration 12Q (901.780000 sec): 3 clusters
  Score: Raw -242891.434703 + Penalty 3675.832130 = -239215.602572
  nChanged 4
		SP:Iteration 13Q (901.780000 sec): 3 clusters
  Score: Raw -242893.591913 + Penalty 3675.832130 = -239217.759782
  nChanged 0
		SP:Iteration 14F (901.790000 sec): 3 clusters
  Score: Raw -242893.591913 + Penalty 3675.832130 = -239217.759782
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (1057 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.800000 sec): 2 clusters
  Score: Raw -137554.486300 + Penalty 1726.871116 = -135827.615183
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.800000 sec): 3 clusters
  Score: Raw -137410.721518 + Penalty 3453.742233 = -133956.979285
  nChanged 326
		SP:Iteration 1F (901.810000 sec): 3 clusters
  Score: Raw -138363.509565 + Penalty 3453.742233 = -134909.767332
  nChanged 143
		SP:Iteration 2F (901.810000 sec): 3 clusters
  Score: Raw -138901.306244 + Penalty 3453.742233 = -135447.564011
  nChanged 62
		SP:Iteration 3F (901.820000 sec): 3 clusters
  Score: Raw -139100.256417 + Penalty 3453.742233 = -135646.514184
  nChanged 36
		SP:Iteration 4Q (901.820000 sec): 3 clusters
  Score: Raw -139190.712807 + Penalty 3453.742233 = -135736.970574
  nChanged 19
		SP:Iteration 5Q (901.820000 sec): 3 clusters
  Score: Raw -139225.419042 + Penalty 3453.742233 = -135771.676809
  nChanged 9
		SP:Iteration 6Q (901.830000 sec): 3 clusters
  Score: Raw -139245.108695 + Penalty 3453.742233 = -135791.366462
  nChanged 8
		SP:Iteration 7Q (901.830000 sec): 3 clusters
  Score: Raw -139278.934716 + Penalty 3453.742233 = -135825.192483
  nChanged 11
		SP:Iteration 8Q (901.830000 sec): 3 clusters
  Score: Raw -139324.994936 + Penalty 3453.742233 = -135871.252703
  nChanged 11
		SP:Iteration 9Q (901.840000 sec): 3 clusters
  Score: Raw -139350.977884 + Penalty 3453.742233 = -135897.235651
  nChanged 13
		SP:Iteration 10Q (901.840000 sec): 3 clusters
  Score: Raw -139393.491184 + Penalty 3453.742233 = -135939.748951
  nChanged 21
		SP:Iteration 11Q (901.840000 sec): 3 clusters
  Score: Raw -139453.475007 + Penalty 3453.742233 = -135999.732774
  nChanged 16
		SP:Iteration 12Q (901.850000 sec): 3 clusters
  Score: Raw -139512.606870 + Penalty 3453.742233 = -136058.864637
  nChanged 22
		SP:Iteration 13Q (901.850000 sec): 3 clusters
  Score: Raw -139592.878732 + Penalty 3453.742233 = -136139.136499
  nChanged 29
		SP:Iteration 14Q (901.850000 sec): 3 clusters
  Score: Raw -139740.368543 + Penalty 3453.742233 = -136286.626310
  nChanged 35
		SP:Iteration 15Q (901.860000 sec): 3 clusters
  Score: Raw -139943.017416 + Penalty 3453.742233 = -136489.275183
  nChanged 28
		SP:Iteration 16Q (901.860000 sec): 3 clusters
  Score: Raw -140116.859103 + Penalty 3453.742233 = -136663.116870
  nChanged 19
		SP:Iteration 17Q (901.860000 sec): 3 clusters
  Score: Raw -140249.355443 + Penalty 3453.742233 = -136795.613210
  nChanged 18
		SP:Iteration 18Q (901.870000 sec): 3 clusters
  Score: Raw -140325.863472 + Penalty 3453.742233 = -136872.121239
  nChanged 9
		SP:Iteration 19Q (901.870000 sec): 3 clusters
  Score: Raw -140348.401601 + Penalty 3453.742233 = -136894.659368
  nChanged 1
		SP:Iteration 20F (901.870000 sec): 3 clusters
  Score: Raw -140354.270873 + Penalty 3453.742233 = -136900.528640
  nChanged 1
		SP:Iteration 21Q (901.880000 sec): 3 clusters
  Score: Raw -140357.736782 + Penalty 3453.742233 = -136903.994549
  nChanged 0
		SP:Iteration 22F (901.880000 sec): 3 clusters
  Score: Raw -140357.736782 + Penalty 3453.742233 = -136903.994549
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 23.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (19609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.960000 sec): 2 clusters
  Score: Raw -2715613.375330 + Penalty 2451.168493 = -2713162.206837
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (902.040000 sec): 3 clusters
  Score: Raw -2704199.277454 + Penalty 4902.336986 = -2699296.940468
  nChanged 8641
		SP:Iteration 1F (902.120000 sec): 3 clusters
  Score: Raw -2708786.040295 + Penalty 4902.336986 = -2703883.703309
  nChanged 1123
		SP:Iteration 2F (902.200000 sec): 3 clusters
  Score: Raw -2709273.003791 + Penalty 4902.336986 = -2704370.666805
  nChanged 1016
		SP:Iteration 3F (902.280000 sec): 3 clusters
  Score: Raw -2709711.972191 + Penalty 4902.336986 = -2704809.635205
  nChanged 948
		SP:Iteration 4Q (902.360000 sec): 3 clusters
  Score: Raw -2710148.334168 + Penalty 4902.336986 = -2705245.997182
  nChanged 883
		SP:Iteration 5Q (902.430000 sec): 3 clusters
  Score: Raw -2710555.944109 + Penalty 4902.336986 = -2705653.607123
  nChanged 867
		SP:Iteration 6Q (902.510000 sec): 3 clusters
  Score: Raw -2710971.298827 + Penalty 4902.336986 = -2706068.961841
  nChanged 856
		SP:Iteration 7Q (902.590000 sec): 3 clusters
  Score: Raw -2711392.741956 + Penalty 4902.336986 = -2706490.404970
  nChanged 805
		SP:Iteration 8Q (902.670000 sec): 3 clusters
  Score: Raw -2711814.362694 + Penalty 4902.336986 = -2706912.025708
  nChanged 800
		SP:Iteration 9Q (902.750000 sec): 3 clusters
  Score: Raw -2712232.303380 + Penalty 4902.336986 = -2707329.966394
  nChanged 773
		SP:Iteration 10Q (902.830000 sec): 3 clusters
  Score: Raw -2712601.498453 + Penalty 4902.336986 = -2707699.161467
  nChanged 651
		SP:Iteration 11Q (902.910000 sec): 3 clusters
  Score: Raw -2712899.102041 + Penalty 4902.336986 = -2707996.765055
  nChanged 619
		SP:Iteration 12Q (902.990000 sec): 3 clusters
  Score: Raw -2713150.949152 + Penalty 4902.336986 = -2708248.612166
  nChanged 499
		SP:Iteration 13Q (903.070000 sec): 3 clusters
  Score: Raw -2713335.084441 + Penalty 4902.336986 = -2708432.747455
  nChanged 403
		SP:Iteration 14Q (903.140000 sec): 3 clusters
  Score: Raw -2713473.516066 + Penalty 4902.336986 = -2708571.179080
  nChanged 335
		SP:Iteration 15Q (903.220000 sec): 3 clusters
  Score: Raw -2713566.243818 + Penalty 4902.336986 = -2708663.906832
  nChanged 275
		SP:Iteration 16Q (903.300000 sec): 3 clusters
  Score: Raw -2713646.145158 + Penalty 4902.336986 = -2708743.808172
  nChanged 248
		SP:Iteration 17Q (903.380000 sec): 3 clusters
  Score: Raw -2713718.443902 + Penalty 4902.336986 = -2708816.106916
  nChanged 231
		SP:Iteration 18Q (903.450000 sec): 3 clusters
  Score: Raw -2713780.007044 + Penalty 4902.336986 = -2708877.670058
  nChanged 220
		SP:Iteration 19Q (903.530000 sec): 3 clusters
  Score: Raw -2713845.837339 + Penalty 4902.336986 = -2708943.500353
  nChanged 231
		SP:Iteration 20F (903.600000 sec): 3 clusters
  Score: Raw -2713928.680976 + Penalty 4902.336986 = -2709026.343990
  nChanged 256
		SP:Iteration 21Q (903.680000 sec): 3 clusters
  Score: Raw -2714013.937100 + Penalty 4902.336986 = -2709111.600114
  nChanged 235
		SP:Iteration 22Q (903.750000 sec): 3 clusters
  Score: Raw -2714081.992791 + Penalty 4902.336986 = -2709179.655805
  nChanged 211
		SP:Iteration 23Q (903.830000 sec): 3 clusters
  Score: Raw -2714148.726577 + Penalty 4902.336986 = -2709246.389590
  nChanged 203
		SP:Iteration 24Q (903.900000 sec): 3 clusters
  Score: Raw -2714210.350450 + Penalty 4902.336986 = -2709308.013464
  nChanged 208
		SP:Iteration 25Q (903.980000 sec): 3 clusters
  Score: Raw -2714273.284171 + Penalty 4902.336986 = -2709370.947185
  nChanged 218
		SP:Iteration 26Q (904.050000 sec): 3 clusters
  Score: Raw -2714335.809337 + Penalty 4902.336986 = -2709433.472351
  nChanged 197
		SP:Iteration 27Q (904.130000 sec): 3 clusters
  Score: Raw -2714385.804597 + Penalty 4902.336986 = -2709483.467611
  nChanged 175
		SP:Iteration 28Q (904.200000 sec): 3 clusters
  Score: Raw -2714436.693163 + Penalty 4902.336986 = -2709534.356177
  nChanged 181
		SP:Iteration 29Q (904.280000 sec): 3 clusters
  Score: Raw -2714489.140869 + Penalty 4902.336986 = -2709586.803883
  nChanged 165
		SP:Iteration 30Q (904.350000 sec): 3 clusters
  Score: Raw -2714534.635920 + Penalty 4902.336986 = -2709632.298934
  nChanged 146
		SP:Iteration 31Q (904.420000 sec): 3 clusters
  Score: Raw -2714577.298208 + Penalty 4902.336986 = -2709674.961222
  nChanged 174
		SP:Iteration 32Q (904.500000 sec): 3 clusters
  Score: Raw -2714633.669376 + Penalty 4902.336986 = -2709731.332390
  nChanged 201
		SP:Iteration 33Q (904.570000 sec): 3 clusters
  Score: Raw -2714711.113579 + Penalty 4902.336986 = -2709808.776593
  nChanged 226
		SP:Iteration 34Q (904.640000 sec): 3 clusters
  Score: Raw -2714798.164633 + Penalty 4902.336986 = -2709895.827647
  nChanged 215
		SP:Iteration 35Q (904.710000 sec): 3 clusters
  Score: Raw -2714879.513736 + Penalty 4902.336986 = -2709977.176750
  nChanged 240
		SP:Iteration 36Q (904.780000 sec): 3 clusters
  Score: Raw -2714979.583488 + Penalty 4902.336986 = -2710077.246502
  nChanged 253
		SP:Iteration 37Q (904.860000 sec): 3 clusters
  Score: Raw -2715090.132148 + Penalty 4902.336986 = -2710187.795162
  nChanged 242
		SP:Iteration 38Q (904.930000 sec): 3 clusters
  Score: Raw -2715205.453597 + Penalty 4902.336986 = -2710303.116611
  nChanged 235
		SP:Iteration 39Q (905.000000 sec): 3 clusters
  Score: Raw -2715314.999941 + Penalty 4902.336986 = -2710412.662955
  nChanged 240
		SP:Iteration 40F (905.080000 sec): 3 clusters
  Score: Raw -2715429.470456 + Penalty 4902.336986 = -2710527.133469
  nChanged 239
		SP:Iteration 41Q (905.150000 sec): 3 clusters
  Score: Raw -2715552.683093 + Penalty 4902.336986 = -2710650.346107
  nChanged 219
		SP:Iteration 42Q (905.220000 sec): 3 clusters
  Score: Raw -2715675.381152 + Penalty 4902.336986 = -2710773.044166
  nChanged 235
		SP:Iteration 43Q (905.290000 sec): 3 clusters
  Score: Raw -2715790.090491 + Penalty 4902.336986 = -2710887.753505
  nChanged 209
		SP:Iteration 44Q (905.360000 sec): 3 clusters
  Score: Raw -2715875.003044 + Penalty 4902.336986 = -2710972.666058
  nChanged 172
		SP:Iteration 45Q (905.420000 sec): 3 clusters
  Score: Raw -2715936.822617 + Penalty 4902.336986 = -2711034.485631
  nChanged 156
		SP:Iteration 46Q (905.490000 sec): 3 clusters
  Score: Raw -2715993.964713 + Penalty 4902.336986 = -2711091.627727
  nChanged 134
		SP:Iteration 47Q (905.560000 sec): 3 clusters
  Score: Raw -2716036.811916 + Penalty 4902.336986 = -2711134.474930
  nChanged 115
		SP:Iteration 48Q (905.630000 sec): 3 clusters
  Score: Raw -2716067.498268 + Penalty 4902.336986 = -2711165.161282
  nChanged 98
		SP:Iteration 49Q (905.700000 sec): 3 clusters
  Score: Raw -2716095.764668 + Penalty 4902.336986 = -2711193.427682
  nChanged 84
		SP:Iteration 50Q (905.760000 sec): 3 clusters
  Score: Raw -2716121.608979 + Penalty 4902.336986 = -2711219.271993
  nChanged 80
		SP:Iteration 51Q (905.830000 sec): 3 clusters
  Score: Raw -2716139.878594 + Penalty 4902.336986 = -2711237.541608
  nChanged 65
		SP:Iteration 52Q (905.890000 sec): 3 clusters
  Score: Raw -2716155.772776 + Penalty 4902.336986 = -2711253.435790
  nChanged 57
		SP:Iteration 53Q (905.960000 sec): 3 clusters
  Score: Raw -2716171.075928 + Penalty 4902.336986 = -2711268.738941
  nChanged 63
		SP:Iteration 54Q (906.020000 sec): 3 clusters
  Score: Raw -2716185.421103 + Penalty 4902.336986 = -2711283.084117
  nChanged 54
		SP:Iteration 55Q (906.090000 sec): 3 clusters
  Score: Raw -2716198.337677 + Penalty 4902.336986 = -2711296.000691
  nChanged 66
		SP:Iteration 56Q (906.160000 sec): 3 clusters
  Score: Raw -2716214.372901 + Penalty 4902.336986 = -2711312.035915
  nChanged 58
		SP:Iteration 57Q (906.220000 sec): 3 clusters
  Score: Raw -2716228.745931 + Penalty 4902.336986 = -2711326.408945
  nChanged 65
		SP:Iteration 58Q (906.280000 sec): 3 clusters
  Score: Raw -2716244.861675 + Penalty 4902.336986 = -2711342.524689
  nChanged 67
		SP:Iteration 59Q (906.350000 sec): 3 clusters
  Score: Raw -2716262.452658 + Penalty 4902.336986 = -2711360.115672
  nChanged 70
		SP:Iteration 60F (906.430000 sec): 3 clusters
  Score: Raw -2716282.561292 + Penalty 4902.336986 = -2711380.224306
  nChanged 80
		SP:Iteration 61Q (906.490000 sec): 3 clusters
  Score: Raw -2716303.857776 + Penalty 4902.336986 = -2711401.520790
  nChanged 70
		SP:Iteration 62Q (906.560000 sec): 3 clusters
  Score: Raw -2716325.305190 + Penalty 4902.336986 = -2711422.968204
  nChanged 73
		SP:Iteration 63Q (906.620000 sec): 3 clusters
  Score: Raw -2716343.366402 + Penalty 4902.336986 = -2711441.029416
  nChanged 55
		SP:Iteration 64Q (906.690000 sec): 3 clusters
  Score: Raw -2716355.385057 + Penalty 4902.336986 = -2711453.048071
  nChanged 40
		SP:Iteration 65Q (906.750000 sec): 3 clusters
  Score: Raw -2716364.599131 + Penalty 4902.336986 = -2711462.262145
  nChanged 36
		SP:Iteration 66Q (906.820000 sec): 3 clusters
  Score: Raw -2716372.708041 + Penalty 4902.336986 = -2711470.371055
  nChanged 27
		SP:Iteration 67Q (906.880000 sec): 3 clusters
  Score: Raw -2716378.331907 + Penalty 4902.336986 = -2711475.994921
  nChanged 26
		SP:Iteration 68Q (906.950000 sec): 3 clusters
  Score: Raw -2716384.679741 + Penalty 4902.336986 = -2711482.342755
  nChanged 21
		SP:Iteration 69Q (907.010000 sec): 3 clusters
  Score: Raw -2716388.003910 + Penalty 4902.336986 = -2711485.666924
  nChanged 15
		SP:Iteration 70Q (907.080000 sec): 3 clusters
  Score: Raw -2716390.634066 + Penalty 4902.336986 = -2711488.297080
  nChanged 14
		SP:Iteration 71Q (907.140000 sec): 3 clusters
  Score: Raw -2716392.690316 + Penalty 4902.336986 = -2711490.353330
  nChanged 17
		SP:Iteration 72Q (907.200000 sec): 3 clusters
  Score: Raw -2716395.107739 + Penalty 4902.336986 = -2711492.770753
  nChanged 18
		SP:Iteration 73Q (907.270000 sec): 3 clusters
  Score: Raw -2716397.939264 + Penalty 4902.336986 = -2711495.602278
  nChanged 14
		SP:Iteration 74Q (907.330000 sec): 3 clusters
  Score: Raw -2716399.987031 + Penalty 4902.336986 = -2711497.650045
  nChanged 10
		SP:Iteration 75Q (907.400000 sec): 3 clusters
  Score: Raw -2716401.437957 + Penalty 4902.336986 = -2711499.100971
  nChanged 12
		SP:Iteration 76Q (907.460000 sec): 3 clusters
  Score: Raw -2716403.674105 + Penalty 4902.336986 = -2711501.337119
  nChanged 12
		SP:Iteration 77Q (907.520000 sec): 3 clusters
  Score: Raw -2716406.021879 + Penalty 4902.336986 = -2711503.684892
  nChanged 16
		SP:Iteration 78Q (907.590000 sec): 3 clusters
  Score: Raw -2716409.232094 + Penalty 4902.336986 = -2711506.895108
  nChanged 15
		SP:Iteration 79Q (907.650000 sec): 3 clusters
  Score: Raw -2716411.614500 + Penalty 4902.336986 = -2711509.277514
  nChanged 11
		SP:Iteration 80F (907.730000 sec): 3 clusters
  Score: Raw -2716413.322199 + Penalty 4902.336986 = -2711510.985213
  nChanged 9
		SP:Iteration 81Q (907.790000 sec): 3 clusters
  Score: Raw -2716415.089172 + Penalty 4902.336986 = -2711512.752186
  nChanged 12
		SP:Iteration 82Q (907.860000 sec): 3 clusters
  Score: Raw -2716417.196301 + Penalty 4902.336986 = -2711514.859315
  nChanged 8
		SP:Iteration 83Q (907.920000 sec): 3 clusters
  Score: Raw -2716418.427475 + Penalty 4902.336986 = -2711516.090489
  nChanged 6
		SP:Iteration 84Q (907.980000 sec): 3 clusters
  Score: Raw -2716419.255269 + Penalty 4902.336986 = -2711516.918283
  nChanged 10
		SP:Iteration 85Q (908.050000 sec): 3 clusters
  Score: Raw -2716420.553038 + Penalty 4902.336986 = -2711518.216052
  nChanged 11
		SP:Iteration 86Q (908.110000 sec): 3 clusters
  Score: Raw -2716422.602254 + Penalty 4902.336986 = -2711520.265268
  nChanged 14
		SP:Iteration 87Q (908.170000 sec): 3 clusters
  Score: Raw -2716425.307239 + Penalty 4902.336986 = -2711522.970253
  nChanged 17
		SP:Iteration 88Q (908.230000 sec): 3 clusters
  Score: Raw -2716428.800278 + Penalty 4902.336986 = -2711526.463292
  nChanged 15
		SP:Iteration 89Q (908.290000 sec): 3 clusters
  Score: Raw -2716432.407934 + Penalty 4902.336986 = -2711530.070948
  nChanged 11
		SP:Iteration 90Q (908.350000 sec): 3 clusters
  Score: Raw -2716434.604119 + Penalty 4902.336986 = -2711532.267133
  nChanged 12
		SP:Iteration 91Q (908.400000 sec): 3 clusters
  Score: Raw -2716437.042684 + Penalty 4902.336986 = -2711534.705698
  nChanged 11
		SP:Iteration 92Q (908.460000 sec): 3 clusters
  Score: Raw -2716439.116177 + Penalty 4902.336986 = -2711536.779191
  nChanged 11
		SP:Iteration 93Q (908.520000 sec): 3 clusters
  Score: Raw -2716440.789247 + Penalty 4902.336986 = -2711538.452261
  nChanged 9
		SP:Iteration 94Q (908.580000 sec): 3 clusters
  Score: Raw -2716442.159326 + Penalty 4902.336986 = -2711539.822340
  nChanged 4
		SP:Iteration 95Q (908.640000 sec): 3 clusters
  Score: Raw -2716442.525351 + Penalty 4902.336986 = -2711540.188365
  nChanged 1
		SP:Iteration 96Q (908.690000 sec): 3 clusters
  Score: Raw -2716442.615826 + Penalty 4902.336986 = -2711540.278840
  nChanged 1
		SP:Iteration 97Q (908.750000 sec): 3 clusters
  Score: Raw -2716442.774762 + Penalty 4902.336986 = -2711540.437776
  nChanged 3
		SP:Iteration 98Q (908.810000 sec): 3 clusters
  Score: Raw -2716443.196502 + Penalty 4902.336986 = -2711540.859516
  nChanged 6
		SP:Iteration 99Q (908.860000 sec): 3 clusters
  Score: Raw -2716444.258735 + Penalty 4902.336986 = -2711541.921749
  nChanged 9
		SP:Iteration 100F (908.940000 sec): 3 clusters
  Score: Raw -2716446.092275 + Penalty 4902.336986 = -2711543.755289
  nChanged 8
		SP:Iteration 101Q (909.000000 sec): 3 clusters
  Score: Raw -2716448.127981 + Penalty 4902.336986 = -2711545.790995
  nChanged 8
		SP:Iteration 102Q (909.060000 sec): 3 clusters
  Score: Raw -2716449.459466 + Penalty 4902.336986 = -2711547.122480
  nChanged 8
		SP:Iteration 103Q (909.110000 sec): 3 clusters
  Score: Raw -2716450.566159 + Penalty 4902.336986 = -2711548.229173
  nChanged 3
		SP:Iteration 104Q (909.170000 sec): 3 clusters
  Score: Raw -2716451.106589 + Penalty 4902.336986 = -2711548.769603
  nChanged 2
		SP:Iteration 105Q (909.230000 sec): 3 clusters
  Score: Raw -2716451.579124 + Penalty 4902.336986 = -2711549.242138
  nChanged 5
		SP:Iteration 106Q (909.290000 sec): 3 clusters
  Score: Raw -2716453.035744 + Penalty 4902.336986 = -2711550.698758
  nChanged 4
		SP:Iteration 107Q (909.340000 sec): 3 clusters
  Score: Raw -2716453.856711 + Penalty 4902.336986 = -2711551.519725
  nChanged 2
		SP:Iteration 108Q (909.400000 sec): 3 clusters
  Score: Raw -2716454.043597 + Penalty 4902.336986 = -2711551.706611
  nChanged 2
		SP:Iteration 109Q (909.460000 sec): 3 clusters
  Score: Raw -2716454.296510 + Penalty 4902.336986 = -2711551.959524
  nChanged 2
		SP:Iteration 110Q (909.520000 sec): 3 clusters
  Score: Raw -2716454.716352 + Penalty 4902.336986 = -2711552.379366
  nChanged 4
		SP:Iteration 111Q (909.580000 sec): 3 clusters
  Score: Raw -2716455.583963 + Penalty 4902.336986 = -2711553.246977
  nChanged 6
		SP:Iteration 112Q (909.630000 sec): 3 clusters
  Score: Raw -2716457.529129 + Penalty 4902.336986 = -2711555.192143
  nChanged 7
		SP:Iteration 113Q (909.690000 sec): 3 clusters
  Score: Raw -2716458.916862 + Penalty 4902.336986 = -2711556.579876
  nChanged 3
		SP:Iteration 114Q (909.740000 sec): 3 clusters
  Score: Raw -2716459.225603 + Penalty 4902.336986 = -2711556.888617
  nChanged 2
		SP:Iteration 115Q (909.800000 sec): 3 clusters
  Score: Raw -2716459.442264 + Penalty 4902.336986 = -2711557.105278
  nChanged 5
		SP:Iteration 116Q (909.860000 sec): 3 clusters
  Score: Raw -2716460.149599 + Penalty 4902.336986 = -2711557.812613
  nChanged 3
		SP:Iteration 117Q (909.920000 sec): 3 clusters
  Score: Raw -2716461.087355 + Penalty 4902.336986 = -2711558.750369
  nChanged 3
		SP:Iteration 118Q (909.970000 sec): 3 clusters
  Score: Raw -2716461.887006 + Penalty 4902.336986 = -2711559.550020
  nChanged 3
		SP:Iteration 119Q (910.030000 sec): 3 clusters
  Score: Raw -2716462.564796 + Penalty 4902.336986 = -2711560.227810
  nChanged 5
		SP:Iteration 120F (910.100000 sec): 3 clusters
  Score: Raw -2716463.455966 + Penalty 4902.336986 = -2711561.118980
  nChanged 1
		SP:Iteration 121Q (910.160000 sec): 3 clusters
  Score: Raw -2716463.628339 + Penalty 4902.336986 = -2711561.291353
  nChanged 0
		SP:Iteration 122F (910.230000 sec): 3 clusters
  Score: Raw -2716463.628339 + Penalty 4902.336986 = -2711561.291353
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (9331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (910.260000 sec): 2 clusters
  Score: Raw -1355092.243905 + Penalty 2266.992172 = -1352825.251732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (910.300000 sec): 3 clusters
  Score: Raw -1350159.442178 + Penalty 4533.984345 = -1345625.457833
  nChanged 3832
		SP:Iteration 1F (910.330000 sec): 3 clusters
  Score: Raw -1352777.664612 + Penalty 4533.984345 = -1348243.680267
  nChanged 1001
		SP:Iteration 2F (910.370000 sec): 3 clusters
  Score: Raw -1354248.311300 + Penalty 4533.984345 = -1349714.326955
  nChanged 1154
		SP:Iteration 3F (910.400000 sec): 3 clusters
  Score: Raw -1355858.844229 + Penalty 4533.984345 = -1351324.859884
  nChanged 951
		SP:Iteration 4F (910.440000 sec): 3 clusters
  Score: Raw -1356886.547506 + Penalty 4533.984345 = -1352352.563162
  nChanged 632
		SP:Iteration 5F (910.470000 sec): 3 clusters
  Score: Raw -1357481.816451 + Penalty 4533.984345 = -1352947.832106
  nChanged 353
		SP:Iteration 6Q (910.500000 sec): 3 clusters
  Score: Raw -1357786.003282 + Penalty 4533.984345 = -1353252.018937
  nChanged 217
		SP:Iteration 7Q (910.530000 sec): 3 clusters
  Score: Raw -1357948.087962 + Penalty 4533.984345 = -1353414.103617
  nChanged 137
		SP:Iteration 8Q (910.570000 sec): 3 clusters
  Score: Raw -1358045.438653 + Penalty 4533.984345 = -1353511.454309
  nChanged 93
		SP:Iteration 9Q (910.600000 sec): 3 clusters
  Score: Raw -1358097.350194 + Penalty 4533.984345 = -1353563.365849
  nChanged 61
		SP:Iteration 10Q (910.630000 sec): 3 clusters
  Score: Raw -1358131.459053 + Penalty 4533.984345 = -1353597.474709
  nChanged 55
		SP:Iteration 11Q (910.660000 sec): 3 clusters
  Score: Raw -1358169.849478 + Penalty 4533.984345 = -1353635.865134
  nChanged 51
		SP:Iteration 12Q (910.690000 sec): 3 clusters
  Score: Raw -1358197.003249 + Penalty 4533.984345 = -1353663.018905
  nChanged 38
		SP:Iteration 13Q (910.720000 sec): 3 clusters
  Score: Raw -1358212.619334 + Penalty 4533.984345 = -1353678.634990
  nChanged 30
		SP:Iteration 14Q (910.750000 sec): 3 clusters
  Score: Raw -1358223.083624 + Penalty 4533.984345 = -1353689.099279
  nChanged 18
		SP:Iteration 15Q (910.780000 sec): 3 clusters
  Score: Raw -1358231.113677 + Penalty 4533.984345 = -1353697.129332
  nChanged 24
		SP:Iteration 16Q (910.810000 sec): 3 clusters
  Score: Raw -1358240.299089 + Penalty 4533.984345 = -1353706.314745
  nChanged 22
		SP:Iteration 17Q (910.840000 sec): 3 clusters
  Score: Raw -1358248.443878 + Penalty 4533.984345 = -1353714.459533
  nChanged 19
		SP:Iteration 18Q (910.870000 sec): 3 clusters
  Score: Raw -1358255.105395 + Penalty 4533.984345 = -1353721.121050
  nChanged 13
		SP:Iteration 19Q (910.900000 sec): 3 clusters
  Score: Raw -1358259.047009 + Penalty 4533.984345 = -1353725.062664
  nChanged 14
		SP:Iteration 20F (910.930000 sec): 3 clusters
  Score: Raw -1358262.990222 + Penalty 4533.984345 = -1353729.005877
  nChanged 3
		SP:Iteration 21Q (910.960000 sec): 3 clusters
  Score: Raw -1358264.074870 + Penalty 4533.984345 = -1353730.090525
  nChanged 2
		SP:Iteration 22Q (910.990000 sec): 3 clusters
  Score: Raw -1358264.395768 + Penalty 4533.984345 = -1353730.411423
  nChanged 1
		SP:Iteration 23Q (911.020000 sec): 3 clusters
  Score: Raw -1358264.466657 + Penalty 4533.984345 = -1353730.482312
  nChanged 0
		SP:Iteration 24F (911.050000 sec): 3 clusters
  Score: Raw -1358264.466657 + Penalty 4533.984345 = -1353730.482312
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 24.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (104488 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (911.430000 sec): 2 clusters
  Score: Raw -15631602.948520 + Penalty 2866.093223 = -15628736.855297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (911.830000 sec): 3 clusters
  Score: Raw -15564538.428353 + Penalty 5732.186446 = -15558806.241907
  nChanged 49567
		SP:Iteration 1F (912.220000 sec): 3 clusters
  Score: Raw -15594086.487916 + Penalty 5732.186446 = -15588354.301470
  nChanged 5533
		SP:Iteration 2F (912.620000 sec): 3 clusters
  Score: Raw -15597273.919552 + Penalty 5732.186446 = -15591541.733106
  nChanged 7271
		SP:Iteration 3F (913.030000 sec): 3 clusters
  Score: Raw -15602900.403479 + Penalty 5732.186446 = -15597168.217033
  nChanged 8585
		SP:Iteration 4F (913.430000 sec): 3 clusters
  Score: Raw -15610124.286115 + Penalty 5732.186446 = -15604392.099670
  nChanged 8252
		SP:Iteration 5F (913.820000 sec): 3 clusters
  Score: Raw -15616443.902828 + Penalty 5732.186446 = -15610711.716382
  nChanged 6387
		SP:Iteration 6F (914.220000 sec): 3 clusters
  Score: Raw -15620250.542723 + Penalty 5732.186446 = -15614518.356277
  nChanged 4470
		SP:Iteration 7Q (914.610000 sec): 3 clusters
  Score: Raw -15622307.934486 + Penalty 5732.186446 = -15616575.748041
  nChanged 3118
		SP:Iteration 8Q (915.010000 sec): 3 clusters
  Score: Raw -15623499.306136 + Penalty 5732.186446 = -15617767.119690
  nChanged 2309
		SP:Iteration 9Q (915.400000 sec): 3 clusters
  Score: Raw -15624335.659472 + Penalty 5732.186446 = -15618603.473027
  nChanged 1993
		SP:Iteration 10Q (915.790000 sec): 3 clusters
  Score: Raw -15625099.333163 + Penalty 5732.186446 = -15619367.146718
  nChanged 1968
		SP:Iteration 11Q (916.180000 sec): 3 clusters
  Score: Raw -15625897.308096 + Penalty 5732.186446 = -15620165.121650
  nChanged 1922
		SP:Iteration 12Q (916.560000 sec): 3 clusters
  Score: Raw -15626747.534050 + Penalty 5732.186446 = -15621015.347604
  nChanged 1855
		SP:Iteration 13Q (916.940000 sec): 3 clusters
  Score: Raw -15627637.598618 + Penalty 5732.186446 = -15621905.412172
  nChanged 1670
		SP:Iteration 14Q (917.310000 sec): 3 clusters
  Score: Raw -15628492.233083 + Penalty 5732.186446 = -15622760.046637
  nChanged 1479
		SP:Iteration 15Q (917.680000 sec): 3 clusters
  Score: Raw -15629276.062691 + Penalty 5732.186446 = -15623543.876245
  nChanged 1220
		SP:Iteration 16Q (918.040000 sec): 3 clusters
  Score: Raw -15629970.556937 + Penalty 5732.186446 = -15624238.370491
  nChanged 940
		SP:Iteration 17Q (918.380000 sec): 3 clusters
  Score: Raw -15630529.416518 + Penalty 5732.186446 = -15624797.230073
  nChanged 711
		SP:Iteration 18Q (918.720000 sec): 3 clusters
  Score: Raw -15630959.376454 + Penalty 5732.186446 = -15625227.190008
  nChanged 488
		SP:Iteration 19Q (919.040000 sec): 3 clusters
  Score: Raw -15631274.446396 + Penalty 5732.186446 = -15625542.259951
  nChanged 326
		SP:Iteration 20F (919.440000 sec): 3 clusters
  Score: Raw -15631483.249604 + Penalty 5732.186446 = -15625751.063159
  nChanged 236
		SP:Iteration 21Q (919.740000 sec): 3 clusters
  Score: Raw -15631646.209353 + Penalty 5732.186446 = -15625914.022908
  nChanged 175
		SP:Iteration 22Q (920.040000 sec): 3 clusters
  Score: Raw -15631759.699428 + Penalty 5732.186446 = -15626027.512982
  nChanged 116
		SP:Iteration 23Q (920.340000 sec): 3 clusters
  Score: Raw -15631835.441626 + Penalty 5732.186446 = -15626103.255180
  nChanged 84
		SP:Iteration 24Q (920.640000 sec): 3 clusters
  Score: Raw -15631893.653472 + Penalty 5732.186446 = -15626161.467026
  nChanged 55
		SP:Iteration 25Q (920.930000 sec): 3 clusters
  Score: Raw -15631931.435669 + Penalty 5732.186446 = -15626199.249223
  nChanged 44
		SP:Iteration 26Q (921.220000 sec): 3 clusters
  Score: Raw -15631962.576373 + Penalty 5732.186446 = -15626230.389928
  nChanged 33
		SP:Iteration 27Q (921.510000 sec): 3 clusters
  Score: Raw -15631983.334418 + Penalty 5732.186446 = -15626251.147972
  nChanged 26
		SP:Iteration 28Q (921.800000 sec): 3 clusters
  Score: Raw -15631999.515597 + Penalty 5732.186446 = -15626267.329151
  nChanged 22
		SP:Iteration 29Q (922.090000 sec): 3 clusters
  Score: Raw -15632012.616163 + Penalty 5732.186446 = -15626280.429718
  nChanged 16
		SP:Iteration 30Q (922.380000 sec): 3 clusters
  Score: Raw -15632022.947481 + Penalty 5732.186446 = -15626290.761035
  nChanged 17
		SP:Iteration 31Q (922.660000 sec): 3 clusters
  Score: Raw -15632033.189105 + Penalty 5732.186446 = -15626301.002659
  nChanged 13
		SP:Iteration 32Q (922.950000 sec): 3 clusters
  Score: Raw -15632041.337058 + Penalty 5732.186446 = -15626309.150613
  nChanged 15
		SP:Iteration 33Q (923.240000 sec): 3 clusters
  Score: Raw -15632050.314391 + Penalty 5732.186446 = -15626318.127946
  nChanged 13
		SP:Iteration 34Q (923.530000 sec): 3 clusters
  Score: Raw -15632057.234343 + Penalty 5732.186446 = -15626325.047898
  nChanged 10
		SP:Iteration 35Q (923.820000 sec): 3 clusters
  Score: Raw -15632063.547285 + Penalty 5732.186446 = -15626331.360839
  nChanged 12
		SP:Iteration 36Q (924.100000 sec): 3 clusters
  Score: Raw -15632068.771646 + Penalty 5732.186446 = -15626336.585200
  nChanged 6
		SP:Iteration 37Q (924.390000 sec): 3 clusters
  Score: Raw -15632073.206029 + Penalty 5732.186446 = -15626341.019584
  nChanged 9
		SP:Iteration 38Q (924.680000 sec): 3 clusters
  Score: Raw -15632078.432936 + Penalty 5732.186446 = -15626346.246490
  nChanged 3
		SP:Iteration 39Q (924.960000 sec): 3 clusters
  Score: Raw -15632081.078504 + Penalty 5732.186446 = -15626348.892058
  nChanged 4
		SP:Iteration 40F (925.350000 sec): 3 clusters
  Score: Raw -15632083.148245 + Penalty 5732.186446 = -15626350.961799
  nChanged 3
		SP:Iteration 41Q (925.640000 sec): 3 clusters
  Score: Raw -15632084.683448 + Penalty 5732.186446 = -15626352.497002
  nChanged 2
		SP:Iteration 42Q (925.930000 sec): 3 clusters
  Score: Raw -15632085.471744 + Penalty 5732.186446 = -15626353.285298
  nChanged 1
		SP:Iteration 43Q (926.210000 sec): 3 clusters
  Score: Raw -15632085.814877 + Penalty 5732.186446 = -15626353.628432
  nChanged 2
		SP:Iteration 44Q (926.500000 sec): 3 clusters
  Score: Raw -15632087.275273 + Penalty 5732.186446 = -15626355.088827
  nChanged 4
		SP:Iteration 45Q (926.790000 sec): 3 clusters
  Score: Raw -15632089.425630 + Penalty 5732.186446 = -15626357.239184
  nChanged 2
		SP:Iteration 46Q (927.080000 sec): 3 clusters
  Score: Raw -15632090.812451 + Penalty 5732.186446 = -15626358.626005
  nChanged 3
		SP:Iteration 47Q (927.360000 sec): 3 clusters
  Score: Raw -15632092.437122 + Penalty 5732.186446 = -15626360.250677
  nChanged 2
		SP:Iteration 48Q (927.650000 sec): 3 clusters
  Score: Raw -15632093.843095 + Penalty 5732.186446 = -15626361.656650
  nChanged 1
		SP:Iteration 49Q (927.930000 sec): 3 clusters
  Score: Raw -15632094.433782 + Penalty 5732.186446 = -15626362.247337
  nChanged 0
		SP:Iteration 50F (928.320000 sec): 3 clusters
  Score: Raw -15632094.433782 + Penalty 5732.186446 = -15626362.247337
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (587 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (928.380000 sec): 2 clusters
  Score: Raw -61215.499427 + Penalty 1581.006155 = -59634.493272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (928.380000 sec): 3 clusters
  Score: Raw -61414.426079 + Penalty 3162.012311 = -58252.413768
  nChanged 183
		SP:Iteration 1F (928.380000 sec): 3 clusters
  Score: Raw -62096.967958 + Penalty 3162.012311 = -58934.955648
  nChanged 62
		SP:Iteration 2F (928.380000 sec): 3 clusters
  Score: Raw -62560.309847 + Penalty 3162.012311 = -59398.297537
  nChanged 67
		SP:Iteration 3F (928.380000 sec): 3 clusters
  Score: Raw -63103.645095 + Penalty 3162.012311 = -59941.632785
  nChanged 55
		SP:Iteration 4F (928.390000 sec): 3 clusters
  Score: Raw -63525.927286 + Penalty 3162.012311 = -60363.914976
  nChanged 23
		SP:Iteration 5Q (928.390000 sec): 3 clusters
  Score: Raw -63695.811519 + Penalty 3162.012311 = -60533.799208
  nChanged 12
		SP:Iteration 6Q (928.390000 sec): 3 clusters
  Score: Raw -63838.733928 + Penalty 3162.012311 = -60676.721617
  nChanged 5
		SP:Iteration 7Q (928.390000 sec): 3 clusters
  Score: Raw -63909.059393 + Penalty 3162.012311 = -60747.047082
  nChanged 5
		SP:Iteration 8Q (928.390000 sec): 3 clusters
  Score: Raw -63977.635864 + Penalty 3162.012311 = -60815.623553
  nChanged 3
		SP:Iteration 9Q (928.400000 sec): 3 clusters
  Score: Raw -63986.725638 + Penalty 3162.012311 = -60824.713328
  nChanged 0
		SP:Iteration 10F (928.400000 sec): 3 clusters
  Score: Raw -63986.725638 + Penalty 3162.012311 = -60824.713328
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 25.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (243364 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (929.260000 sec): 2 clusters
  Score: Raw -36143534.836663 + Penalty 3075.773759 = -36140459.062904
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (930.220000 sec): 3 clusters
  Score: Raw -35983067.815606 + Penalty 6151.547518 = -35976916.268088
  nChanged 117452
		SP:Iteration 1F (931.220000 sec): 3 clusters
  Score: Raw -36051707.574535 + Penalty 6151.547518 = -36045556.027017
  nChanged 6397
		SP:Iteration 2Q (932.210000 sec): 3 clusters
  Score: Raw -36053038.962843 + Penalty 6151.547518 = -36046887.415325
  nChanged 7368
		SP:Iteration 3Q (933.220000 sec): 3 clusters
  Score: Raw -36054982.707671 + Penalty 6151.547518 = -36048831.160153
  nChanged 9176
		SP:Iteration 4Q (934.220000 sec): 3 clusters
  Score: Raw -36058316.326905 + Penalty 6151.547518 = -36052164.779387
  nChanged 12412
		SP:Iteration 5F (935.220000 sec): 3 clusters
  Score: Raw -36064519.759187 + Penalty 6151.547518 = -36058368.211669
  nChanged 16943
		SP:Iteration 6F (936.200000 sec): 3 clusters
  Score: Raw -36075929.893117 + Penalty 6151.547518 = -36069778.345599
  nChanged 21602
		SP:Iteration 7F (937.170000 sec): 3 clusters
  Score: Raw -36094450.733716 + Penalty 6151.547518 = -36088299.186198
  nChanged 22601
		SP:Iteration 8F (938.130000 sec): 3 clusters
  Score: Raw -36116724.595520 + Penalty 6151.547518 = -36110573.048002
  nChanged 16751
		SP:Iteration 9F (939.100000 sec): 3 clusters
  Score: Raw -36133651.831169 + Penalty 6151.547518 = -36127500.283651
  nChanged 7880
		SP:Iteration 10Q (940.040000 sec): 3 clusters
  Score: Raw -36141206.556960 + Penalty 6151.547518 = -36135055.009442
  nChanged 2592
		SP:Iteration 11Q (940.860000 sec): 3 clusters
  Score: Raw -36143658.213426 + Penalty 6151.547518 = -36137506.665908
  nChanged 779
		SP:Iteration 12Q (941.620000 sec): 3 clusters
  Score: Raw -36144463.098298 + Penalty 6151.547518 = -36138311.550780
  nChanged 326
		SP:Iteration 13Q (942.340000 sec): 3 clusters
  Score: Raw -36144790.133205 + Penalty 6151.547518 = -36138638.585687
  nChanged 170
		SP:Iteration 14Q (943.070000 sec): 3 clusters
  Score: Raw -36144926.477226 + Penalty 6151.547518 = -36138774.929708
  nChanged 111
		SP:Iteration 15Q (943.800000 sec): 3 clusters
  Score: Raw -36144999.214534 + Penalty 6151.547518 = -36138847.667016
  nChanged 75
		SP:Iteration 16Q (944.500000 sec): 3 clusters
  Score: Raw -36145043.237935 + Penalty 6151.547518 = -36138891.690418
  nChanged 47
		SP:Iteration 17Q (945.190000 sec): 3 clusters
  Score: Raw -36145065.317433 + Penalty 6151.547518 = -36138913.769915
  nChanged 24
		SP:Iteration 18Q (945.880000 sec): 3 clusters
  Score: Raw -36145077.599157 + Penalty 6151.547518 = -36138926.051639
  nChanged 26
		SP:Iteration 19Q (946.560000 sec): 3 clusters
  Score: Raw -36145089.975562 + Penalty 6151.547518 = -36138938.428044
  nChanged 23
		SP:Iteration 20F (947.530000 sec): 3 clusters
  Score: Raw -36145098.626407 + Penalty 6151.547518 = -36138947.078889
  nChanged 16
		SP:Iteration 21Q (948.260000 sec): 3 clusters
  Score: Raw -36145105.310572 + Penalty 6151.547518 = -36138953.763054
  nChanged 18
		SP:Iteration 22Q (948.950000 sec): 3 clusters
  Score: Raw -36145112.942178 + Penalty 6151.547518 = -36138961.394660
  nChanged 14
		SP:Iteration 23Q (949.650000 sec): 3 clusters
  Score: Raw -36145118.488745 + Penalty 6151.547518 = -36138966.941227
  nChanged 10
		SP:Iteration 24Q (950.340000 sec): 3 clusters
  Score: Raw -36145121.428643 + Penalty 6151.547518 = -36138969.881125
  nChanged 5
		SP:Iteration 25Q (951.050000 sec): 3 clusters
  Score: Raw -36145122.750527 + Penalty 6151.547518 = -36138971.203009
  nChanged 5
		SP:Iteration 26Q (951.770000 sec): 3 clusters
  Score: Raw -36145125.388191 + Penalty 6151.547518 = -36138973.840674
  nChanged 8
		SP:Iteration 27Q (952.480000 sec): 3 clusters
  Score: Raw -36145128.457131 + Penalty 6151.547518 = -36138976.909613
  nChanged 10
		SP:Iteration 28Q (953.170000 sec): 3 clusters
  Score: Raw -36145131.662895 + Penalty 6151.547518 = -36138980.115377
  nChanged 5
		SP:Iteration 29Q (953.850000 sec): 3 clusters
  Score: Raw -36145133.999365 + Penalty 6151.547518 = -36138982.451847
  nChanged 1
		SP:Iteration 30Q (954.530000 sec): 3 clusters
  Score: Raw -36145134.381277 + Penalty 6151.547518 = -36138982.833759
  nChanged 2
		SP:Iteration 31Q (955.210000 sec): 3 clusters
  Score: Raw -36145135.242718 + Penalty 6151.547518 = -36138983.695201
  nChanged 5
		SP:Iteration 32Q (955.910000 sec): 3 clusters
  Score: Raw -36145136.635026 + Penalty 6151.547518 = -36138985.087508
  nChanged 4
		SP:Iteration 33Q (956.630000 sec): 3 clusters
  Score: Raw -36145137.618392 + Penalty 6151.547518 = -36138986.070874
  nChanged 2
		SP:Iteration 34Q (957.320000 sec): 3 clusters
  Score: Raw -36145137.939193 + Penalty 6151.547518 = -36138986.391675
  nChanged 0
		SP:Iteration 35F (958.280000 sec): 3 clusters
  Score: Raw -36145137.939193 + Penalty 6151.547518 = -36138986.391675
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (1156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (958.400000 sec): 2 clusters
  Score: Raw -146941.558592 + Penalty 1749.074820 = -145192.483772
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (958.410000 sec): 3 clusters
  Score: Raw -146750.006823 + Penalty 3498.149640 = -143251.857183
  nChanged 348
		SP:Iteration 1F (958.410000 sec): 3 clusters
  Score: Raw -147399.421136 + Penalty 3498.149640 = -143901.271496
  nChanged 111
		SP:Iteration 2F (958.420000 sec): 3 clusters
  Score: Raw -147716.184333 + Penalty 3498.149640 = -144218.034693
  nChanged 69
		SP:Iteration 3F (958.420000 sec): 3 clusters
  Score: Raw -147885.342299 + Penalty 3498.149640 = -144387.192658
  nChanged 57
		SP:Iteration 4Q (958.430000 sec): 3 clusters
  Score: Raw -148026.793479 + Penalty 3498.149640 = -144528.643838
  nChanged 45
		SP:Iteration 5Q (958.430000 sec): 3 clusters
  Score: Raw -148171.443166 + Penalty 3498.149640 = -144673.293526
  nChanged 40
		SP:Iteration 6Q (958.440000 sec): 3 clusters
  Score: Raw -148279.834991 + Penalty 3498.149640 = -144781.685351
  nChanged 37
		SP:Iteration 7Q (958.440000 sec): 3 clusters
  Score: Raw -148365.559299 + Penalty 3498.149640 = -144867.409659
  nChanged 25
		SP:Iteration 8Q (958.440000 sec): 3 clusters
  Score: Raw -148429.564502 + Penalty 3498.149640 = -144931.414862
  nChanged 16
		SP:Iteration 9Q (958.450000 sec): 3 clusters
  Score: Raw -148464.496657 + Penalty 3498.149640 = -144966.347017
  nChanged 16
		SP:Iteration 10Q (958.450000 sec): 3 clusters
  Score: Raw -148488.065433 + Penalty 3498.149640 = -144989.915793
  nChanged 11
		SP:Iteration 11Q (958.460000 sec): 3 clusters
  Score: Raw -148502.190777 + Penalty 3498.149640 = -145004.041137
  nChanged 7
		SP:Iteration 12Q (958.460000 sec): 3 clusters
  Score: Raw -148509.851376 + Penalty 3498.149640 = -145011.701736
  nChanged 6
		SP:Iteration 13Q (958.460000 sec): 3 clusters
  Score: Raw -148514.207332 + Penalty 3498.149640 = -145016.057692
  nChanged 1
		SP:Iteration 14Q (958.470000 sec): 3 clusters
  Score: Raw -148514.785371 + Penalty 3498.149640 = -145016.635730
  nChanged 1
		SP:Iteration 15Q (958.470000 sec): 3 clusters
  Score: Raw -148515.339381 + Penalty 3498.149640 = -145017.189741
  nChanged 0
		SP:Iteration 16F (958.480000 sec): 3 clusters
  Score: Raw -148515.339381 + Penalty 3498.149640 = -145017.189741
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (15927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (958.540000 sec): 2 clusters
  Score: Raw -2262600.515525 + Penalty 2399.591223 = -2260200.924302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (958.600000 sec): 3 clusters
  Score: Raw -2253608.579203 + Penalty 4799.182446 = -2248809.396757
  nChanged 6910
		SP:Iteration 1F (958.660000 sec): 3 clusters
  Score: Raw -2257275.239027 + Penalty 4799.182446 = -2252476.056581
  nChanged 954
		SP:Iteration 2F (958.720000 sec): 3 clusters
  Score: Raw -2257731.002479 + Penalty 4799.182446 = -2252931.820032
  nChanged 864
		SP:Iteration 3F (958.790000 sec): 3 clusters
  Score: Raw -2258157.565900 + Penalty 4799.182446 = -2253358.383454
  nChanged 831
		SP:Iteration 4F (958.850000 sec): 3 clusters
  Score: Raw -2258580.317826 + Penalty 4799.182446 = -2253781.135380
  nChanged 763
		SP:Iteration 5Q (958.910000 sec): 3 clusters
  Score: Raw -2258962.434981 + Penalty 4799.182446 = -2254163.252535
  nChanged 743
		SP:Iteration 6Q (958.980000 sec): 3 clusters
  Score: Raw -2259343.506973 + Penalty 4799.182446 = -2254544.324527
  nChanged 713
		SP:Iteration 7Q (959.040000 sec): 3 clusters
  Score: Raw -2259731.232729 + Penalty 4799.182446 = -2254932.050282
  nChanged 678
		SP:Iteration 8Q (959.100000 sec): 3 clusters
  Score: Raw -2260160.009198 + Penalty 4799.182446 = -2255360.826751
  nChanged 659
		SP:Iteration 9Q (959.160000 sec): 3 clusters
  Score: Raw -2260641.388234 + Penalty 4799.182446 = -2255842.205788
  nChanged 646
		SP:Iteration 10Q (959.220000 sec): 3 clusters
  Score: Raw -2261138.204390 + Penalty 4799.182446 = -2256339.021944
  nChanged 569
		SP:Iteration 11Q (959.280000 sec): 3 clusters
  Score: Raw -2261532.094522 + Penalty 4799.182446 = -2256732.912075
  nChanged 456
		SP:Iteration 12Q (959.330000 sec): 3 clusters
  Score: Raw -2261799.574065 + Penalty 4799.182446 = -2257000.391619
  nChanged 337
		SP:Iteration 13Q (959.380000 sec): 3 clusters
  Score: Raw -2261943.683389 + Penalty 4799.182446 = -2257144.500943
  nChanged 240
		SP:Iteration 14Q (959.440000 sec): 3 clusters
  Score: Raw -2262036.475397 + Penalty 4799.182446 = -2257237.292950
  nChanged 184
		SP:Iteration 15Q (959.490000 sec): 3 clusters
  Score: Raw -2262104.719855 + Penalty 4799.182446 = -2257305.537409
  nChanged 141
		SP:Iteration 16Q (959.540000 sec): 3 clusters
  Score: Raw -2262152.470699 + Penalty 4799.182446 = -2257353.288253
  nChanged 139
		SP:Iteration 17Q (959.600000 sec): 3 clusters
  Score: Raw -2262200.372121 + Penalty 4799.182446 = -2257401.189675
  nChanged 112
		SP:Iteration 18Q (959.650000 sec): 3 clusters
  Score: Raw -2262238.511980 + Penalty 4799.182446 = -2257439.329533
  nChanged 113
		SP:Iteration 19Q (959.700000 sec): 3 clusters
  Score: Raw -2262278.668628 + Penalty 4799.182446 = -2257479.486181
  nChanged 110
		SP:Iteration 20F (959.760000 sec): 3 clusters
  Score: Raw -2262310.242510 + Penalty 4799.182446 = -2257511.060064
  nChanged 100
		SP:Iteration 21Q (959.810000 sec): 3 clusters
  Score: Raw -2262344.394075 + Penalty 4799.182446 = -2257545.211629
  nChanged 83
		SP:Iteration 22Q (959.860000 sec): 3 clusters
  Score: Raw -2262369.844995 + Penalty 4799.182446 = -2257570.662548
  nChanged 77
		SP:Iteration 23Q (959.910000 sec): 3 clusters
  Score: Raw -2262392.940625 + Penalty 4799.182446 = -2257593.758179
  nChanged 71
		SP:Iteration 24Q (959.960000 sec): 3 clusters
  Score: Raw -2262414.185889 + Penalty 4799.182446 = -2257615.003443
  nChanged 77
		SP:Iteration 25Q (960.010000 sec): 3 clusters
  Score: Raw -2262439.887089 + Penalty 4799.182446 = -2257640.704643
  nChanged 68
		SP:Iteration 26Q (960.060000 sec): 3 clusters
  Score: Raw -2262462.827796 + Penalty 4799.182446 = -2257663.645350
  nChanged 66
		SP:Iteration 27Q (960.110000 sec): 3 clusters
  Score: Raw -2262483.560441 + Penalty 4799.182446 = -2257684.377995
  nChanged 76
		SP:Iteration 28Q (960.160000 sec): 3 clusters
  Score: Raw -2262506.191214 + Penalty 4799.182446 = -2257707.008768
  nChanged 60
		SP:Iteration 29Q (960.200000 sec): 3 clusters
  Score: Raw -2262521.967642 + Penalty 4799.182446 = -2257722.785196
  nChanged 55
		SP:Iteration 30Q (960.250000 sec): 3 clusters
  Score: Raw -2262536.926149 + Penalty 4799.182446 = -2257737.743703
  nChanged 50
		SP:Iteration 31Q (960.300000 sec): 3 clusters
  Score: Raw -2262551.884236 + Penalty 4799.182446 = -2257752.701789
  nChanged 40
		SP:Iteration 32Q (960.350000 sec): 3 clusters
  Score: Raw -2262561.473764 + Penalty 4799.182446 = -2257762.291318
  nChanged 41
		SP:Iteration 33Q (960.400000 sec): 3 clusters
  Score: Raw -2262571.935690 + Penalty 4799.182446 = -2257772.753243
  nChanged 45
		SP:Iteration 34Q (960.450000 sec): 3 clusters
  Score: Raw -2262581.575075 + Penalty 4799.182446 = -2257782.392628
  nChanged 37
		SP:Iteration 35Q (960.500000 sec): 3 clusters
  Score: Raw -2262590.163388 + Penalty 4799.182446 = -2257790.980941
  nChanged 39
		SP:Iteration 36Q (960.540000 sec): 3 clusters
  Score: Raw -2262600.379113 + Penalty 4799.182446 = -2257801.196666
  nChanged 34
		SP:Iteration 37Q (960.600000 sec): 3 clusters
  Score: Raw -2262608.937398 + Penalty 4799.182446 = -2257809.754952
  nChanged 30
		SP:Iteration 38Q (960.640000 sec): 3 clusters
  Score: Raw -2262614.258369 + Penalty 4799.182446 = -2257815.075923
  nChanged 20
		SP:Iteration 39Q (960.690000 sec): 3 clusters
  Score: Raw -2262617.269586 + Penalty 4799.182446 = -2257818.087139
  nChanged 17
		SP:Iteration 40F (960.750000 sec): 3 clusters
  Score: Raw -2262620.327834 + Penalty 4799.182446 = -2257821.145388
  nChanged 15
		SP:Iteration 41Q (960.800000 sec): 3 clusters
  Score: Raw -2262623.088861 + Penalty 4799.182446 = -2257823.906414
  nChanged 15
		SP:Iteration 42Q (960.840000 sec): 3 clusters
  Score: Raw -2262624.938936 + Penalty 4799.182446 = -2257825.756490
  nChanged 8
		SP:Iteration 43Q (960.890000 sec): 3 clusters
  Score: Raw -2262626.532876 + Penalty 4799.182446 = -2257827.350429
  nChanged 12
		SP:Iteration 44Q (960.940000 sec): 3 clusters
  Score: Raw -2262628.244601 + Penalty 4799.182446 = -2257829.062155
  nChanged 9
		SP:Iteration 45Q (960.990000 sec): 3 clusters
  Score: Raw -2262630.274092 + Penalty 4799.182446 = -2257831.091645
  nChanged 17
		SP:Iteration 46Q (961.040000 sec): 3 clusters
  Score: Raw -2262634.559254 + Penalty 4799.182446 = -2257835.376807
  nChanged 25
		SP:Iteration 47Q (961.080000 sec): 3 clusters
  Score: Raw -2262640.460856 + Penalty 4799.182446 = -2257841.278410
  nChanged 33
		SP:Iteration 48Q (961.130000 sec): 3 clusters
  Score: Raw -2262647.783150 + Penalty 4799.182446 = -2257848.600704
  nChanged 28
		SP:Iteration 49Q (961.180000 sec): 3 clusters
  Score: Raw -2262654.485709 + Penalty 4799.182446 = -2257855.303262
  nChanged 27
		SP:Iteration 50Q (961.230000 sec): 3 clusters
  Score: Raw -2262660.038374 + Penalty 4799.182446 = -2257860.855928
  nChanged 26
		SP:Iteration 51Q (961.280000 sec): 3 clusters
  Score: Raw -2262665.547215 + Penalty 4799.182446 = -2257866.364769
  nChanged 23
		SP:Iteration 52Q (961.320000 sec): 3 clusters
  Score: Raw -2262670.625592 + Penalty 4799.182446 = -2257871.443145
  nChanged 20
		SP:Iteration 53Q (961.370000 sec): 3 clusters
  Score: Raw -2262675.933680 + Penalty 4799.182446 = -2257876.751234
  nChanged 27
		SP:Iteration 54Q (961.420000 sec): 3 clusters
  Score: Raw -2262682.873799 + Penalty 4799.182446 = -2257883.691352
  nChanged 24
		SP:Iteration 55Q (961.470000 sec): 3 clusters
  Score: Raw -2262689.206810 + Penalty 4799.182446 = -2257890.024363
  nChanged 23
		SP:Iteration 56Q (961.510000 sec): 3 clusters
  Score: Raw -2262694.384289 + Penalty 4799.182446 = -2257895.201842
  nChanged 21
		SP:Iteration 57Q (961.560000 sec): 3 clusters
  Score: Raw -2262699.703868 + Penalty 4799.182446 = -2257900.521421
  nChanged 28
		SP:Iteration 58Q (961.610000 sec): 3 clusters
  Score: Raw -2262706.228364 + Penalty 4799.182446 = -2257907.045918
  nChanged 34
		SP:Iteration 59Q (961.660000 sec): 3 clusters
  Score: Raw -2262714.984397 + Penalty 4799.182446 = -2257915.801951
  nChanged 30
		SP:Iteration 60F (961.710000 sec): 3 clusters
  Score: Raw -2262722.619574 + Penalty 4799.182446 = -2257923.437127
  nChanged 32
		SP:Iteration 61Q (961.760000 sec): 3 clusters
  Score: Raw -2262730.895538 + Penalty 4799.182446 = -2257931.713091
  nChanged 29
		SP:Iteration 62Q (961.810000 sec): 3 clusters
  Score: Raw -2262738.494745 + Penalty 4799.182446 = -2257939.312298
  nChanged 28
		SP:Iteration 63Q (961.850000 sec): 3 clusters
  Score: Raw -2262744.440469 + Penalty 4799.182446 = -2257945.258022
  nChanged 18
		SP:Iteration 64Q (961.900000 sec): 3 clusters
  Score: Raw -2262747.399957 + Penalty 4799.182446 = -2257948.217511
  nChanged 16
		SP:Iteration 65Q (961.950000 sec): 3 clusters
  Score: Raw -2262750.816737 + Penalty 4799.182446 = -2257951.634291
  nChanged 17
		SP:Iteration 66Q (961.990000 sec): 3 clusters
  Score: Raw -2262754.574864 + Penalty 4799.182446 = -2257955.392417
  nChanged 23
		SP:Iteration 67Q (962.040000 sec): 3 clusters
  Score: Raw -2262759.609775 + Penalty 4799.182446 = -2257960.427329
  nChanged 18
		SP:Iteration 68Q (962.090000 sec): 3 clusters
  Score: Raw -2262763.932460 + Penalty 4799.182446 = -2257964.750014
  nChanged 15
		SP:Iteration 69Q (962.130000 sec): 3 clusters
  Score: Raw -2262767.757796 + Penalty 4799.182446 = -2257968.575350
  nChanged 21
		SP:Iteration 70Q (962.180000 sec): 3 clusters
  Score: Raw -2262773.300632 + Penalty 4799.182446 = -2257974.118186
  nChanged 21
		SP:Iteration 71Q (962.220000 sec): 3 clusters
  Score: Raw -2262778.882213 + Penalty 4799.182446 = -2257979.699766
  nChanged 17
		SP:Iteration 72Q (962.270000 sec): 3 clusters
  Score: Raw -2262782.315973 + Penalty 4799.182446 = -2257983.133526
  nChanged 10
		SP:Iteration 73Q (962.320000 sec): 3 clusters
  Score: Raw -2262784.817729 + Penalty 4799.182446 = -2257985.635283
  nChanged 9
		SP:Iteration 74Q (962.360000 sec): 3 clusters
  Score: Raw -2262786.849712 + Penalty 4799.182446 = -2257987.667265
  nChanged 6
		SP:Iteration 75Q (962.410000 sec): 3 clusters
  Score: Raw -2262787.876969 + Penalty 4799.182446 = -2257988.694523
  nChanged 3
		SP:Iteration 76Q (962.460000 sec): 3 clusters
  Score: Raw -2262788.362352 + Penalty 4799.182446 = -2257989.179906
  nChanged 2
		SP:Iteration 77Q (962.500000 sec): 3 clusters
  Score: Raw -2262788.716616 + Penalty 4799.182446 = -2257989.534169
  nChanged 3
		SP:Iteration 78Q (962.550000 sec): 3 clusters
  Score: Raw -2262789.138699 + Penalty 4799.182446 = -2257989.956253
  nChanged 2
		SP:Iteration 79Q (962.600000 sec): 3 clusters
  Score: Raw -2262789.409559 + Penalty 4799.182446 = -2257990.227113
  nChanged 3
		SP:Iteration 80F (962.650000 sec): 3 clusters
  Score: Raw -2262790.156565 + Penalty 4799.182446 = -2257990.974118
  nChanged 2
		SP:Iteration 81Q (962.700000 sec): 3 clusters
  Score: Raw -2262790.541206 + Penalty 4799.182446 = -2257991.358760
  nChanged 0
		SP:Iteration 82F (962.760000 sec): 3 clusters
  Score: Raw -2262790.541206 + Penalty 4799.182446 = -2257991.358760
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (1314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (962.770000 sec): 2 clusters
  Score: Raw -167067.661982 + Penalty 1780.846137 = -165286.815845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (962.770000 sec): 3 clusters
  Score: Raw -166793.261966 + Penalty 3561.692275 = -163231.569691
  nChanged 391
		SP:Iteration 1F (962.780000 sec): 3 clusters
  Score: Raw -168063.871671 + Penalty 3561.692275 = -164502.179396
  nChanged 204
		SP:Iteration 2F (962.780000 sec): 3 clusters
  Score: Raw -169078.942753 + Penalty 3561.692275 = -165517.250478
  nChanged 185
		SP:Iteration 3F (962.790000 sec): 3 clusters
  Score: Raw -170243.260823 + Penalty 3561.692275 = -166681.568548
  nChanged 108
		SP:Iteration 4F (962.790000 sec): 3 clusters
  Score: Raw -171392.136797 + Penalty 3561.692275 = -167830.444522
  nChanged 29
		SP:Iteration 5Q (962.800000 sec): 3 clusters
  Score: Raw -171724.425357 + Penalty 3561.692275 = -168162.733082
  nChanged 27
		SP:Iteration 6Q (962.800000 sec): 3 clusters
  Score: Raw -172213.183328 + Penalty 3561.692275 = -168651.491053
  nChanged 28
		SP:Iteration 7Q (962.800000 sec): 3 clusters
  Score: Raw -172910.455578 + Penalty 3561.692275 = -169348.763303
  nChanged 10
		SP:Iteration 8Q (962.810000 sec): 3 clusters
  Score: Raw -173476.964905 + Penalty 3561.692275 = -169915.272630
  nChanged 0
		SP:Iteration 9F (962.810000 sec): 3 clusters
  Score: Raw -173476.964905 + Penalty 3561.692275 = -169915.272630
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 26.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2035 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (962.820000 sec): 2 clusters
  Score: Raw -282335.777935 + Penalty 1889.326272 = -280446.451663
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (962.830000 sec): 3 clusters
  Score: Raw -281690.148827 + Penalty 3778.652545 = -277911.496283
  nChanged 695
		SP:Iteration 1F (962.840000 sec): 3 clusters
  Score: Raw -282539.379718 + Penalty 3778.652545 = -278760.727173
  nChanged 229
		SP:Iteration 2F (962.840000 sec): 3 clusters
  Score: Raw -282872.281043 + Penalty 3778.652545 = -279093.628498
  nChanged 131
		SP:Iteration 3F (962.850000 sec): 3 clusters
  Score: Raw -283044.910267 + Penalty 3778.652545 = -279266.257722
  nChanged 81
		SP:Iteration 4Q (962.860000 sec): 3 clusters
  Score: Raw -283121.602877 + Penalty 3778.652545 = -279342.950333
  nChanged 56
		SP:Iteration 5Q (962.870000 sec): 3 clusters
  Score: Raw -283177.981585 + Penalty 3778.652545 = -279399.329040
  nChanged 35
		SP:Iteration 6Q (962.870000 sec): 3 clusters
  Score: Raw -283216.291394 + Penalty 3778.652545 = -279437.638849
  nChanged 30
		SP:Iteration 7Q (962.880000 sec): 3 clusters
  Score: Raw -283260.261030 + Penalty 3778.652545 = -279481.608485
  nChanged 23
		SP:Iteration 8Q (962.890000 sec): 3 clusters
  Score: Raw -283305.451615 + Penalty 3778.652545 = -279526.799071
  nChanged 31
		SP:Iteration 9Q (962.900000 sec): 3 clusters
  Score: Raw -283333.664893 + Penalty 3778.652545 = -279555.012348
  nChanged 31
		SP:Iteration 10Q (962.900000 sec): 3 clusters
  Score: Raw -283350.781165 + Penalty 3778.652545 = -279572.128621
  nChanged 19
		SP:Iteration 11Q (962.910000 sec): 3 clusters
  Score: Raw -283362.325547 + Penalty 3778.652545 = -279583.673003
  nChanged 11
		SP:Iteration 12Q (962.920000 sec): 3 clusters
  Score: Raw -283366.566271 + Penalty 3778.652545 = -279587.913727
  nChanged 4
		SP:Iteration 13Q (962.920000 sec): 3 clusters
  Score: Raw -283369.146741 + Penalty 3778.652545 = -279590.494197
  nChanged 5
		SP:Iteration 14Q (962.930000 sec): 3 clusters
  Score: Raw -283372.686649 + Penalty 3778.652545 = -279594.034104
  nChanged 5
		SP:Iteration 15Q (962.940000 sec): 3 clusters
  Score: Raw -283376.579951 + Penalty 3778.652545 = -279597.927407
  nChanged 3
		SP:Iteration 16Q (962.940000 sec): 3 clusters
  Score: Raw -283377.823977 + Penalty 3778.652545 = -279599.171433
  nChanged 3
		SP:Iteration 17Q (962.950000 sec): 3 clusters
  Score: Raw -283378.950814 + Penalty 3778.652545 = -279600.298270
  nChanged 0
		SP:Iteration 18F (962.960000 sec): 3 clusters
  Score: Raw -283378.950814 + Penalty 3778.652545 = -279600.298270
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (30744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (963.070000 sec): 2 clusters
  Score: Raw -4327227.753279 + Penalty 2562.695633 = -4324665.057647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (963.180000 sec): 3 clusters
  Score: Raw -4308839.161146 + Penalty 5125.391266 = -4303713.769880
  nChanged 13837
		SP:Iteration 1F (963.300000 sec): 3 clusters
  Score: Raw -4316792.448256 + Penalty 5125.391266 = -4311667.056990
  nChanged 1727
		SP:Iteration 2F (963.410000 sec): 3 clusters
  Score: Raw -4317573.429672 + Penalty 5125.391266 = -4312448.038407
  nChanged 1651
		SP:Iteration 3F (963.530000 sec): 3 clusters
  Score: Raw -4318337.317019 + Penalty 5125.391266 = -4313211.925753
  nChanged 1676
		SP:Iteration 4F (963.640000 sec): 3 clusters
  Score: Raw -4319195.654404 + Penalty 5125.391266 = -4314070.263139
  nChanged 1755
		SP:Iteration 5F (963.770000 sec): 3 clusters
  Score: Raw -4320142.582243 + Penalty 5125.391266 = -4315017.190977
  nChanged 1654
		SP:Iteration 6F (963.880000 sec): 3 clusters
  Score: Raw -4321013.537032 + Penalty 5125.391266 = -4315888.145766
  nChanged 1517
		SP:Iteration 7Q (963.990000 sec): 3 clusters
  Score: Raw -4321862.656141 + Penalty 5125.391266 = -4316737.264875
  nChanged 1433
		SP:Iteration 8Q (964.110000 sec): 3 clusters
  Score: Raw -4322732.938248 + Penalty 5125.391266 = -4317607.546982
  nChanged 1324
		SP:Iteration 9Q (964.230000 sec): 3 clusters
  Score: Raw -4323621.101355 + Penalty 5125.391266 = -4318495.710089
  nChanged 1206
		SP:Iteration 10Q (964.340000 sec): 3 clusters
  Score: Raw -4324525.649108 + Penalty 5125.391266 = -4319400.257842
  nChanged 1004
		SP:Iteration 11Q (964.460000 sec): 3 clusters
  Score: Raw -4325310.016345 + Penalty 5125.391266 = -4320184.625079
  nChanged 891
		SP:Iteration 12Q (964.560000 sec): 3 clusters
  Score: Raw -4325967.098174 + Penalty 5125.391266 = -4320841.706909
  nChanged 753
		SP:Iteration 13Q (964.670000 sec): 3 clusters
  Score: Raw -4326477.785524 + Penalty 5125.391266 = -4321352.394258
  nChanged 573
		SP:Iteration 14Q (964.780000 sec): 3 clusters
  Score: Raw -4326836.345304 + Penalty 5125.391266 = -4321710.954038
  nChanged 488
		SP:Iteration 15Q (964.880000 sec): 3 clusters
  Score: Raw -4327118.523112 + Penalty 5125.391266 = -4321993.131846
  nChanged 412
		SP:Iteration 16Q (964.980000 sec): 3 clusters
  Score: Raw -4327331.987660 + Penalty 5125.391266 = -4322206.596394
  nChanged 326
		SP:Iteration 17Q (965.080000 sec): 3 clusters
  Score: Raw -4327488.934893 + Penalty 5125.391266 = -4322363.543627
  nChanged 263
		SP:Iteration 18Q (965.170000 sec): 3 clusters
  Score: Raw -4327602.911984 + Penalty 5125.391266 = -4322477.520719
  nChanged 202
		SP:Iteration 19Q (965.260000 sec): 3 clusters
  Score: Raw -4327663.513654 + Penalty 5125.391266 = -4322538.122388
  nChanged 142
		SP:Iteration 20F (965.380000 sec): 3 clusters
  Score: Raw -4327704.015934 + Penalty 5125.391266 = -4322578.624668
  nChanged 115
		SP:Iteration 21Q (965.470000 sec): 3 clusters
  Score: Raw -4327731.921312 + Penalty 5125.391266 = -4322606.530046
  nChanged 88
		SP:Iteration 22Q (965.560000 sec): 3 clusters
  Score: Raw -4327752.538140 + Penalty 5125.391266 = -4322627.146874
  nChanged 86
		SP:Iteration 23Q (965.660000 sec): 3 clusters
  Score: Raw -4327770.910035 + Penalty 5125.391266 = -4322645.518769
  nChanged 78
		SP:Iteration 24Q (965.750000 sec): 3 clusters
  Score: Raw -4327787.419137 + Penalty 5125.391266 = -4322662.027871
  nChanged 74
		SP:Iteration 25Q (965.840000 sec): 3 clusters
  Score: Raw -4327803.746517 + Penalty 5125.391266 = -4322678.355251
  nChanged 74
		SP:Iteration 26Q (965.930000 sec): 3 clusters
  Score: Raw -4327818.382344 + Penalty 5125.391266 = -4322692.991078
  nChanged 55
		SP:Iteration 27Q (966.020000 sec): 3 clusters
  Score: Raw -4327828.887101 + Penalty 5125.391266 = -4322703.495835
  nChanged 54
		SP:Iteration 28Q (966.110000 sec): 3 clusters
  Score: Raw -4327840.783235 + Penalty 5125.391266 = -4322715.391970
  nChanged 51
		SP:Iteration 29Q (966.200000 sec): 3 clusters
  Score: Raw -4327851.720992 + Penalty 5125.391266 = -4322726.329726
  nChanged 50
		SP:Iteration 30Q (966.300000 sec): 3 clusters
  Score: Raw -4327861.218715 + Penalty 5125.391266 = -4322735.827449
  nChanged 29
		SP:Iteration 31Q (966.380000 sec): 3 clusters
  Score: Raw -4327865.282312 + Penalty 5125.391266 = -4322739.891046
  nChanged 28
		SP:Iteration 32Q (966.480000 sec): 3 clusters
  Score: Raw -4327869.217880 + Penalty 5125.391266 = -4322743.826615
  nChanged 28
		SP:Iteration 33Q (966.570000 sec): 3 clusters
  Score: Raw -4327874.270328 + Penalty 5125.391266 = -4322748.879062
  nChanged 37
		SP:Iteration 34Q (966.660000 sec): 3 clusters
  Score: Raw -4327882.666112 + Penalty 5125.391266 = -4322757.274846
  nChanged 39
		SP:Iteration 35Q (966.750000 sec): 3 clusters
  Score: Raw -4327890.907418 + Penalty 5125.391266 = -4322765.516152
  nChanged 31
		SP:Iteration 36Q (966.840000 sec): 3 clusters
  Score: Raw -4327897.097898 + Penalty 5125.391266 = -4322771.706632
  nChanged 30
		SP:Iteration 37Q (966.930000 sec): 3 clusters
  Score: Raw -4327902.398282 + Penalty 5125.391266 = -4322777.007017
  nChanged 22
		SP:Iteration 38Q (967.020000 sec): 3 clusters
  Score: Raw -4327906.159353 + Penalty 5125.391266 = -4322780.768088
  nChanged 25
		SP:Iteration 39Q (967.110000 sec): 3 clusters
  Score: Raw -4327910.117084 + Penalty 5125.391266 = -4322784.725818
  nChanged 21
		SP:Iteration 40F (967.220000 sec): 3 clusters
  Score: Raw -4327912.995722 + Penalty 5125.391266 = -4322787.604457
  nChanged 14
		SP:Iteration 41Q (967.310000 sec): 3 clusters
  Score: Raw -4327914.467773 + Penalty 5125.391266 = -4322789.076508
  nChanged 12
		SP:Iteration 42Q (967.400000 sec): 3 clusters
  Score: Raw -4327916.247803 + Penalty 5125.391266 = -4322790.856537
  nChanged 13
		SP:Iteration 43Q (967.490000 sec): 3 clusters
  Score: Raw -4327918.054286 + Penalty 5125.391266 = -4322792.663020
  nChanged 10
		SP:Iteration 44Q (967.580000 sec): 3 clusters
  Score: Raw -4327919.547119 + Penalty 5125.391266 = -4322794.155854
  nChanged 10
		SP:Iteration 45Q (967.670000 sec): 3 clusters
  Score: Raw -4327921.083108 + Penalty 5125.391266 = -4322795.691842
  nChanged 12
		SP:Iteration 46Q (967.760000 sec): 3 clusters
  Score: Raw -4327922.936285 + Penalty 5125.391266 = -4322797.545020
  nChanged 14
		SP:Iteration 47Q (967.840000 sec): 3 clusters
  Score: Raw -4327924.334303 + Penalty 5125.391266 = -4322798.943038
  nChanged 10
		SP:Iteration 48Q (967.940000 sec): 3 clusters
  Score: Raw -4327925.781128 + Penalty 5125.391266 = -4322800.389863
  nChanged 12
		SP:Iteration 49Q (968.020000 sec): 3 clusters
  Score: Raw -4327927.251205 + Penalty 5125.391266 = -4322801.859940
  nChanged 13
		SP:Iteration 50Q (968.110000 sec): 3 clusters
  Score: Raw -4327928.739849 + Penalty 5125.391266 = -4322803.348584
  nChanged 17
		SP:Iteration 51Q (968.200000 sec): 3 clusters
  Score: Raw -4327931.189760 + Penalty 5125.391266 = -4322805.798495
  nChanged 15
		SP:Iteration 52Q (968.290000 sec): 3 clusters
  Score: Raw -4327933.082942 + Penalty 5125.391266 = -4322807.691676
  nChanged 12
		SP:Iteration 53Q (968.380000 sec): 3 clusters
  Score: Raw -4327934.617394 + Penalty 5125.391266 = -4322809.226128
  nChanged 14
		SP:Iteration 54Q (968.470000 sec): 3 clusters
  Score: Raw -4327936.710935 + Penalty 5125.391266 = -4322811.319670
  nChanged 18
		SP:Iteration 55Q (968.560000 sec): 3 clusters
  Score: Raw -4327939.220959 + Penalty 5125.391266 = -4322813.829694
  nChanged 13
		SP:Iteration 56Q (968.650000 sec): 3 clusters
  Score: Raw -4327940.516608 + Penalty 5125.391266 = -4322815.125342
  nChanged 9
		SP:Iteration 57Q (968.740000 sec): 3 clusters
  Score: Raw -4327942.012015 + Penalty 5125.391266 = -4322816.620749
  nChanged 8
		SP:Iteration 58Q (968.820000 sec): 3 clusters
  Score: Raw -4327943.100298 + Penalty 5125.391266 = -4322817.709032
  nChanged 9
		SP:Iteration 59Q (968.910000 sec): 3 clusters
  Score: Raw -4327944.098190 + Penalty 5125.391266 = -4322818.706924
  nChanged 5
		SP:Iteration 60F (969.030000 sec): 3 clusters
  Score: Raw -4327944.809775 + Penalty 5125.391266 = -4322819.418509
  nChanged 8
		SP:Iteration 61Q (969.120000 sec): 3 clusters
  Score: Raw -4327945.943886 + Penalty 5125.391266 = -4322820.552621
  nChanged 7
		SP:Iteration 62Q (969.200000 sec): 3 clusters
  Score: Raw -4327946.948471 + Penalty 5125.391266 = -4322821.557206
  nChanged 8
		SP:Iteration 63Q (969.290000 sec): 3 clusters
  Score: Raw -4327948.397845 + Penalty 5125.391266 = -4322823.006579
  nChanged 11
		SP:Iteration 64Q (969.380000 sec): 3 clusters
  Score: Raw -4327950.448103 + Penalty 5125.391266 = -4322825.056838
  nChanged 11
		SP:Iteration 65Q (969.470000 sec): 3 clusters
  Score: Raw -4327951.803538 + Penalty 5125.391266 = -4322826.412273
  nChanged 8
		SP:Iteration 66Q (969.560000 sec): 3 clusters
  Score: Raw -4327953.222300 + Penalty 5125.391266 = -4322827.831034
  nChanged 8
		SP:Iteration 67Q (969.640000 sec): 3 clusters
  Score: Raw -4327954.393724 + Penalty 5125.391266 = -4322829.002459
  nChanged 7
		SP:Iteration 68Q (969.730000 sec): 3 clusters
  Score: Raw -4327955.463101 + Penalty 5125.391266 = -4322830.071836
  nChanged 6
		SP:Iteration 69Q (969.820000 sec): 3 clusters
  Score: Raw -4327956.084433 + Penalty 5125.391266 = -4322830.693168
  nChanged 2
		SP:Iteration 70Q (969.910000 sec): 3 clusters
  Score: Raw -4327956.393249 + Penalty 5125.391266 = -4322831.001984
  nChanged 2
		SP:Iteration 71Q (970.000000 sec): 3 clusters
  Score: Raw -4327956.662289 + Penalty 5125.391266 = -4322831.271023
  nChanged 3
		SP:Iteration 72Q (970.090000 sec): 3 clusters
  Score: Raw -4327957.197034 + Penalty 5125.391266 = -4322831.805768
  nChanged 2
		SP:Iteration 73Q (970.180000 sec): 3 clusters
  Score: Raw -4327957.530705 + Penalty 5125.391266 = -4322832.139440
  nChanged 2
		SP:Iteration 74Q (970.260000 sec): 3 clusters
  Score: Raw -4327957.739530 + Penalty 5125.391266 = -4322832.348265
  nChanged 1
		SP:Iteration 75Q (970.350000 sec): 3 clusters
  Score: Raw -4327957.934704 + Penalty 5125.391266 = -4322832.543438
  nChanged 4
		SP:Iteration 76Q (970.440000 sec): 3 clusters
  Score: Raw -4327958.473389 + Penalty 5125.391266 = -4322833.082123
  nChanged 5
		SP:Iteration 77Q (970.530000 sec): 3 clusters
  Score: Raw -4327959.334354 + Penalty 5125.391266 = -4322833.943088
  nChanged 7
		SP:Iteration 78Q (970.620000 sec): 3 clusters
  Score: Raw -4327960.330728 + Penalty 5125.391266 = -4322834.939463
  nChanged 8
		SP:Iteration 79Q (970.700000 sec): 3 clusters
  Score: Raw -4327961.684489 + Penalty 5125.391266 = -4322836.293223
  nChanged 7
		SP:Iteration 80F (970.820000 sec): 3 clusters
  Score: Raw -4327962.801744 + Penalty 5125.391266 = -4322837.410478
  nChanged 11
		SP:Iteration 81Q (970.900000 sec): 3 clusters
  Score: Raw -4327964.691595 + Penalty 5125.391266 = -4322839.300330
  nChanged 13
		SP:Iteration 82Q (970.990000 sec): 3 clusters
  Score: Raw -4327966.405051 + Penalty 5125.391266 = -4322841.013785
  nChanged 13
		SP:Iteration 83Q (971.080000 sec): 3 clusters
  Score: Raw -4327968.434687 + Penalty 5125.391266 = -4322843.043421
  nChanged 12
		SP:Iteration 84Q (971.160000 sec): 3 clusters
  Score: Raw -4327970.156094 + Penalty 5125.391266 = -4322844.764828
  nChanged 14
		SP:Iteration 85Q (971.260000 sec): 3 clusters
  Score: Raw -4327971.934232 + Penalty 5125.391266 = -4322846.542967
  nChanged 10
		SP:Iteration 86Q (971.340000 sec): 3 clusters
  Score: Raw -4327973.443232 + Penalty 5125.391266 = -4322848.051966
  nChanged 12
		SP:Iteration 87Q (971.430000 sec): 3 clusters
  Score: Raw -4327975.056052 + Penalty 5125.391266 = -4322849.664787
  nChanged 9
		SP:Iteration 88Q (971.520000 sec): 3 clusters
  Score: Raw -4327976.508340 + Penalty 5125.391266 = -4322851.117074
  nChanged 6
		SP:Iteration 89Q (971.610000 sec): 3 clusters
  Score: Raw -4327977.709684 + Penalty 5125.391266 = -4322852.318418
  nChanged 6
		SP:Iteration 90Q (971.700000 sec): 3 clusters
  Score: Raw -4327978.658212 + Penalty 5125.391266 = -4322853.266946
  nChanged 5
		SP:Iteration 91Q (971.780000 sec): 3 clusters
  Score: Raw -4327979.550576 + Penalty 5125.391266 = -4322854.159311
  nChanged 4
		SP:Iteration 92Q (971.870000 sec): 3 clusters
  Score: Raw -4327980.074861 + Penalty 5125.391266 = -4322854.683596
  nChanged 6
		SP:Iteration 93Q (971.960000 sec): 3 clusters
  Score: Raw -4327980.790619 + Penalty 5125.391266 = -4322855.399353
  nChanged 6
		SP:Iteration 94Q (972.050000 sec): 3 clusters
  Score: Raw -4327981.582291 + Penalty 5125.391266 = -4322856.191025
  nChanged 3
		SP:Iteration 95Q (972.140000 sec): 3 clusters
  Score: Raw -4327982.351522 + Penalty 5125.391266 = -4322856.960257
  nChanged 5
		SP:Iteration 96Q (972.220000 sec): 3 clusters
  Score: Raw -4327983.001450 + Penalty 5125.391266 = -4322857.610185
  nChanged 5
		SP:Iteration 97Q (972.310000 sec): 3 clusters
  Score: Raw -4327983.515662 + Penalty 5125.391266 = -4322858.124396
  nChanged 1
		SP:Iteration 98Q (972.400000 sec): 3 clusters
  Score: Raw -4327983.568009 + Penalty 5125.391266 = -4322858.176743
  nChanged 0
		SP:Iteration 99F (972.510000 sec): 3 clusters
  Score: Raw -4327983.568009 + Penalty 5125.391266 = -4322858.176743
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (210928 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (973.260000 sec): 2 clusters
  Score: Raw -30911733.664913 + Penalty 3040.299486 = -30908693.365427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (974.080000 sec): 3 clusters
  Score: Raw -30773150.392367 + Penalty 6080.598973 = -30767069.793395
  nChanged 101469
		SP:Iteration 1F (974.890000 sec): 3 clusters
  Score: Raw -30833936.332535 + Penalty 6080.598973 = -30827855.733563
  nChanged 8315
		SP:Iteration 2Q (975.720000 sec): 3 clusters
  Score: Raw -30836886.085103 + Penalty 6080.598973 = -30830805.486131
  nChanged 10162
		SP:Iteration 3Q (976.550000 sec): 3 clusters
  Score: Raw -30841447.208952 + Penalty 6080.598973 = -30835366.609980
  nChanged 12019
		SP:Iteration 4F (977.360000 sec): 3 clusters
  Score: Raw -30847879.991385 + Penalty 6080.598973 = -30841799.392413
  nChanged 13471
		SP:Iteration 5F (978.160000 sec): 3 clusters
  Score: Raw -30855948.799423 + Penalty 6080.598973 = -30849868.200450
  nChanged 13696
		SP:Iteration 6F (978.970000 sec): 3 clusters
  Score: Raw -30864163.587126 + Penalty 6080.598973 = -30858082.988154
  nChanged 12689
		SP:Iteration 7F (979.810000 sec): 3 clusters
  Score: Raw -30871552.707201 + Penalty 6080.598973 = -30865472.108228
  nChanged 11428
		SP:Iteration 8F (980.680000 sec): 3 clusters
  Score: Raw -30878135.932463 + Penalty 6080.598973 = -30872055.333490
  nChanged 10320
		SP:Iteration 9Q (981.520000 sec): 3 clusters
  Score: Raw -30884182.636081 + Penalty 6080.598973 = -30878102.037109
  nChanged 9881
		SP:Iteration 10Q (982.310000 sec): 3 clusters
  Score: Raw -30890099.232730 + Penalty 6080.598973 = -30884018.633757
  nChanged 9613
		SP:Iteration 11Q (983.100000 sec): 3 clusters
  Score: Raw -30895859.372908 + Penalty 6080.598973 = -30889778.773935
  nChanged 9145
		SP:Iteration 12Q (983.860000 sec): 3 clusters
  Score: Raw -30901436.373773 + Penalty 6080.598973 = -30895355.774800
  nChanged 8557
		SP:Iteration 13Q (984.610000 sec): 3 clusters
  Score: Raw -30906778.363603 + Penalty 6080.598973 = -30900697.764630
  nChanged 7536
		SP:Iteration 14Q (985.340000 sec): 3 clusters
  Score: Raw -30911507.587369 + Penalty 6080.598973 = -30905426.988397
  nChanged 6277
		SP:Iteration 15Q (986.060000 sec): 3 clusters
  Score: Raw -30915288.862682 + Penalty 6080.598973 = -30909208.263710
  nChanged 4953
		SP:Iteration 16Q (986.750000 sec): 3 clusters
  Score: Raw -30917961.693087 + Penalty 6080.598973 = -30911881.094114
  nChanged 3750
		SP:Iteration 17Q (987.420000 sec): 3 clusters
  Score: Raw -30919634.734725 + Penalty 6080.598973 = -30913554.135752
  nChanged 2752
		SP:Iteration 18Q (988.080000 sec): 3 clusters
  Score: Raw -30920588.706205 + Penalty 6080.598973 = -30914508.107232
  nChanged 2100
		SP:Iteration 19Q (988.730000 sec): 3 clusters
  Score: Raw -30921166.721444 + Penalty 6080.598973 = -30915086.122471
  nChanged 1563
		SP:Iteration 20F (989.520000 sec): 3 clusters
  Score: Raw -30921511.630333 + Penalty 6080.598973 = -30915431.031360
  nChanged 1183
		SP:Iteration 21Q (990.160000 sec): 3 clusters
  Score: Raw -30921731.251564 + Penalty 6080.598973 = -30915650.652592
  nChanged 927
		SP:Iteration 22Q (990.790000 sec): 3 clusters
  Score: Raw -30921873.700064 + Penalty 6080.598973 = -30915793.101091
  nChanged 748
		SP:Iteration 23Q (991.430000 sec): 3 clusters
  Score: Raw -30921969.680815 + Penalty 6080.598973 = -30915889.081842
  nChanged 564
		SP:Iteration 24Q (992.060000 sec): 3 clusters
  Score: Raw -30922030.164532 + Penalty 6080.598973 = -30915949.565560
  nChanged 440
		SP:Iteration 25Q (992.700000 sec): 3 clusters
  Score: Raw -30922069.513083 + Penalty 6080.598973 = -30915988.914111
  nChanged 324
		SP:Iteration 26Q (993.320000 sec): 3 clusters
  Score: Raw -30922096.226233 + Penalty 6080.598973 = -30916015.627260
  nChanged 274
		SP:Iteration 27Q (993.940000 sec): 3 clusters
  Score: Raw -30922116.858720 + Penalty 6080.598973 = -30916036.259747
  nChanged 205
		SP:Iteration 28Q (994.560000 sec): 3 clusters
  Score: Raw -30922131.472541 + Penalty 6080.598973 = -30916050.873568
  nChanged 193
		SP:Iteration 29Q (995.190000 sec): 3 clusters
  Score: Raw -30922144.391186 + Penalty 6080.598973 = -30916063.792213
  nChanged 154
		SP:Iteration 30Q (995.810000 sec): 3 clusters
  Score: Raw -30922152.874208 + Penalty 6080.598973 = -30916072.275236
  nChanged 114
		SP:Iteration 31Q (996.430000 sec): 3 clusters
  Score: Raw -30922158.475521 + Penalty 6080.598973 = -30916077.876548
  nChanged 94
		SP:Iteration 32Q (997.050000 sec): 3 clusters
  Score: Raw -30922162.933755 + Penalty 6080.598973 = -30916082.334782
  nChanged 77
		SP:Iteration 33Q (997.670000 sec): 3 clusters
  Score: Raw -30922166.841651 + Penalty 6080.598973 = -30916086.242679
  nChanged 62
		SP:Iteration 34Q (998.300000 sec): 3 clusters
  Score: Raw -30922169.605870 + Penalty 6080.598973 = -30916089.006897
  nChanged 48
		SP:Iteration 35Q (998.920000 sec): 3 clusters
  Score: Raw -30922171.419995 + Penalty 6080.598973 = -30916090.821023
  nChanged 35
		SP:Iteration 36Q (999.540000 sec): 3 clusters
  Score: Raw -30922172.664160 + Penalty 6080.598973 = -30916092.065187
  nChanged 32
		SP:Iteration 37Q (1000.160000 sec): 3 clusters
  Score: Raw -30922173.865338 + Penalty 6080.598973 = -30916093.266366
  nChanged 29
		SP:Iteration 38Q (1000.780000 sec): 3 clusters
  Score: Raw -30922174.915505 + Penalty 6080.598973 = -30916094.316532
  nChanged 26
		SP:Iteration 39Q (1001.390000 sec): 3 clusters
  Score: Raw -30922175.820660 + Penalty 6080.598973 = -30916095.221687
  nChanged 20
		SP:Iteration 40F (1002.180000 sec): 3 clusters
  Score: Raw -30922176.714929 + Penalty 6080.598973 = -30916096.115957
  nChanged 22
		SP:Iteration 41Q (1002.800000 sec): 3 clusters
  Score: Raw -30922177.569686 + Penalty 6080.598973 = -30916096.970713
  nChanged 19
		SP:Iteration 42Q (1003.410000 sec): 3 clusters
  Score: Raw -30922178.349586 + Penalty 6080.598973 = -30916097.750613
  nChanged 16
		SP:Iteration 43Q (1004.030000 sec): 3 clusters
  Score: Raw -30922178.968775 + Penalty 6080.598973 = -30916098.369802
  nChanged 20
		SP:Iteration 44Q (1004.650000 sec): 3 clusters
  Score: Raw -30922179.516672 + Penalty 6080.598973 = -30916098.917699
  nChanged 15
		SP:Iteration 45Q (1005.280000 sec): 3 clusters
  Score: Raw -30922180.039367 + Penalty 6080.598973 = -30916099.440395
  nChanged 11
		SP:Iteration 46Q (1005.900000 sec): 3 clusters
  Score: Raw -30922180.352723 + Penalty 6080.598973 = -30916099.753751
  nChanged 9
		SP:Iteration 47Q (1006.510000 sec): 3 clusters
  Score: Raw -30922180.606613 + Penalty 6080.598973 = -30916100.007640
  nChanged 6
		SP:Iteration 48Q (1007.130000 sec): 3 clusters
  Score: Raw -30922180.746315 + Penalty 6080.598973 = -30916100.147343
  nChanged 3
		SP:Iteration 49Q (1007.750000 sec): 3 clusters
  Score: Raw -30922180.822256 + Penalty 6080.598973 = -30916100.223283
  nChanged 2
		SP:Iteration 50Q (1008.370000 sec): 3 clusters
  Score: Raw -30922180.864883 + Penalty 6080.598973 = -30916100.265911
  nChanged 1
		SP:Iteration 51Q (1008.990000 sec): 3 clusters
  Score: Raw -30922180.886061 + Penalty 6080.598973 = -30916100.287088
  nChanged 0
		SP:Iteration 52F (1009.770000 sec): 3 clusters
  Score: Raw -30922180.886061 + Penalty 6080.598973 = -30916100.287088
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 27.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1010.190000 sec): 2 clusters
  Score: Raw -17489174.565057 + Penalty 2900.322042 = -17486274.243016
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1010.650000 sec): 3 clusters
  Score: Raw -17411870.661440 + Penalty 5800.644083 = -17406070.017357
  nChanged 56987
		SP:Iteration 1F (1011.100000 sec): 3 clusters
  Score: Raw -17445591.858583 + Penalty 5800.644083 = -17439791.214499
  nChanged 5124
		SP:Iteration 2Q (1011.570000 sec): 3 clusters
  Score: Raw -17447588.070919 + Penalty 5800.644083 = -17441787.426835
  nChanged 6381
		SP:Iteration 3F (1012.020000 sec): 3 clusters
  Score: Raw -17450879.646359 + Penalty 5800.644083 = -17445079.002276
  nChanged 8201
		SP:Iteration 4F (1012.470000 sec): 3 clusters
  Score: Raw -17456545.368479 + Penalty 5800.644083 = -17450744.724396
  nChanged 9739
		SP:Iteration 5F (1012.920000 sec): 3 clusters
  Score: Raw -17464840.025769 + Penalty 5800.644083 = -17459039.381686
  nChanged 9603
		SP:Iteration 6F (1013.370000 sec): 3 clusters
  Score: Raw -17474225.800314 + Penalty 5800.644083 = -17468425.156230
  nChanged 7231
		SP:Iteration 7F (1013.820000 sec): 3 clusters
  Score: Raw -17481530.327021 + Penalty 5800.644083 = -17475729.682937
  nChanged 4144
		SP:Iteration 8Q (1014.240000 sec): 3 clusters
  Score: Raw -17485639.370493 + Penalty 5800.644083 = -17479838.726410
  nChanged 2170
		SP:Iteration 9Q (1014.610000 sec): 3 clusters
  Score: Raw -17487560.265828 + Penalty 5800.644083 = -17481759.621745
  nChanged 1259
		SP:Iteration 10Q (1014.970000 sec): 3 clusters
  Score: Raw -17488518.116370 + Penalty 5800.644083 = -17482717.472287
  nChanged 809
		SP:Iteration 11Q (1015.310000 sec): 3 clusters
  Score: Raw -17488970.464581 + Penalty 5800.644083 = -17483169.820498
  nChanged 523
		SP:Iteration 12Q (1015.650000 sec): 3 clusters
  Score: Raw -17489201.555483 + Penalty 5800.644083 = -17483400.911400
  nChanged 374
		SP:Iteration 13Q (1015.990000 sec): 3 clusters
  Score: Raw -17489358.479909 + Penalty 5800.644083 = -17483557.835826
  nChanged 291
		SP:Iteration 14Q (1016.320000 sec): 3 clusters
  Score: Raw -17489469.811294 + Penalty 5800.644083 = -17483669.167210
  nChanged 234
		SP:Iteration 15Q (1016.650000 sec): 3 clusters
  Score: Raw -17489559.552570 + Penalty 5800.644083 = -17483758.908487
  nChanged 187
		SP:Iteration 16Q (1016.980000 sec): 3 clusters
  Score: Raw -17489622.604959 + Penalty 5800.644083 = -17483821.960876
  nChanged 164
		SP:Iteration 17Q (1017.310000 sec): 3 clusters
  Score: Raw -17489679.005159 + Penalty 5800.644083 = -17483878.361076
  nChanged 161
		SP:Iteration 18Q (1017.640000 sec): 3 clusters
  Score: Raw -17489735.022019 + Penalty 5800.644083 = -17483934.377936
  nChanged 132
		SP:Iteration 19Q (1017.970000 sec): 3 clusters
  Score: Raw -17489781.877158 + Penalty 5800.644083 = -17483981.233075
  nChanged 102
		SP:Iteration 20F (1018.410000 sec): 3 clusters
  Score: Raw -17489821.633104 + Penalty 5800.644083 = -17484020.989021
  nChanged 103
		SP:Iteration 21Q (1018.740000 sec): 3 clusters
  Score: Raw -17489856.796423 + Penalty 5800.644083 = -17484056.152340
  nChanged 81
		SP:Iteration 22Q (1019.060000 sec): 3 clusters
  Score: Raw -17489883.052964 + Penalty 5800.644083 = -17484082.408881
  nChanged 56
		SP:Iteration 23Q (1019.390000 sec): 3 clusters
  Score: Raw -17489899.086478 + Penalty 5800.644083 = -17484098.442395
  nChanged 45
		SP:Iteration 24Q (1019.710000 sec): 3 clusters
  Score: Raw -17489909.459480 + Penalty 5800.644083 = -17484108.815396
  nChanged 48
		SP:Iteration 25Q (1020.030000 sec): 3 clusters
  Score: Raw -17489921.603740 + Penalty 5800.644083 = -17484120.959657
  nChanged 45
		SP:Iteration 26Q (1020.360000 sec): 3 clusters
  Score: Raw -17489932.087586 + Penalty 5800.644083 = -17484131.443503
  nChanged 31
		SP:Iteration 27Q (1020.680000 sec): 3 clusters
  Score: Raw -17489938.121798 + Penalty 5800.644083 = -17484137.477715
  nChanged 28
		SP:Iteration 28Q (1021.010000 sec): 3 clusters
  Score: Raw -17489943.452373 + Penalty 5800.644083 = -17484142.808290
  nChanged 27
		SP:Iteration 29Q (1021.330000 sec): 3 clusters
  Score: Raw -17489949.348339 + Penalty 5800.644083 = -17484148.704256
  nChanged 24
		SP:Iteration 30Q (1021.650000 sec): 3 clusters
  Score: Raw -17489955.892801 + Penalty 5800.644083 = -17484155.248718
  nChanged 19
		SP:Iteration 31Q (1021.980000 sec): 3 clusters
  Score: Raw -17489960.196533 + Penalty 5800.644083 = -17484159.552450
  nChanged 22
		SP:Iteration 32Q (1022.300000 sec): 3 clusters
  Score: Raw -17489966.004690 + Penalty 5800.644083 = -17484165.360607
  nChanged 25
		SP:Iteration 33Q (1022.620000 sec): 3 clusters
  Score: Raw -17489971.139641 + Penalty 5800.644083 = -17484170.495558
  nChanged 19
		SP:Iteration 34Q (1022.940000 sec): 3 clusters
  Score: Raw -17489975.874156 + Penalty 5800.644083 = -17484175.230073
  nChanged 20
		SP:Iteration 35Q (1023.270000 sec): 3 clusters
  Score: Raw -17489980.587565 + Penalty 5800.644083 = -17484179.943482
  nChanged 18
		SP:Iteration 36Q (1023.590000 sec): 3 clusters
  Score: Raw -17489984.316913 + Penalty 5800.644083 = -17484183.672830
  nChanged 12
		SP:Iteration 37Q (1023.910000 sec): 3 clusters
  Score: Raw -17489987.009328 + Penalty 5800.644083 = -17484186.365244
  nChanged 19
		SP:Iteration 38Q (1024.230000 sec): 3 clusters
  Score: Raw -17489991.157826 + Penalty 5800.644083 = -17484190.513743
  nChanged 16
		SP:Iteration 39Q (1024.550000 sec): 3 clusters
  Score: Raw -17489994.326258 + Penalty 5800.644083 = -17484193.682175
  nChanged 17
		SP:Iteration 40F (1024.990000 sec): 3 clusters
  Score: Raw -17489998.282308 + Penalty 5800.644083 = -17484197.638225
  nChanged 17
		SP:Iteration 41Q (1025.320000 sec): 3 clusters
  Score: Raw -17490002.259779 + Penalty 5800.644083 = -17484201.615696
  nChanged 15
		SP:Iteration 42Q (1025.640000 sec): 3 clusters
  Score: Raw -17490006.230575 + Penalty 5800.644083 = -17484205.586492
  nChanged 15
		SP:Iteration 43Q (1025.960000 sec): 3 clusters
  Score: Raw -17490010.675220 + Penalty 5800.644083 = -17484210.031137
  nChanged 14
		SP:Iteration 44Q (1026.290000 sec): 3 clusters
  Score: Raw -17490014.201933 + Penalty 5800.644083 = -17484213.557850
  nChanged 16
		SP:Iteration 45Q (1026.610000 sec): 3 clusters
  Score: Raw -17490017.485642 + Penalty 5800.644083 = -17484216.841558
  nChanged 12
		SP:Iteration 46Q (1026.930000 sec): 3 clusters
  Score: Raw -17490020.512579 + Penalty 5800.644083 = -17484219.868496
  nChanged 5
		SP:Iteration 47Q (1027.250000 sec): 3 clusters
  Score: Raw -17490021.311259 + Penalty 5800.644083 = -17484220.667175
  nChanged 4
		SP:Iteration 48Q (1027.570000 sec): 3 clusters
  Score: Raw -17490022.195033 + Penalty 5800.644083 = -17484221.550950
  nChanged 2
		SP:Iteration 49Q (1027.890000 sec): 3 clusters
  Score: Raw -17490022.654489 + Penalty 5800.644083 = -17484222.010406
  nChanged 0
		SP:Iteration 50F (1028.340000 sec): 3 clusters
  Score: Raw -17490022.654489 + Penalty 5800.644083 = -17484222.010406
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (10792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1028.430000 sec): 2 clusters
  Score: Raw -1639774.611211 + Penalty 2303.066979 = -1637471.544232
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1028.470000 sec): 3 clusters
  Score: Raw -1633930.154395 + Penalty 4606.133957 = -1629324.020438
  nChanged 4541
		SP:Iteration 1F (1028.510000 sec): 3 clusters
  Score: Raw -1636217.169758 + Penalty 4606.133957 = -1631611.035800
  nChanged 641
		SP:Iteration 2F (1028.550000 sec): 3 clusters
  Score: Raw -1636497.881593 + Penalty 4606.133957 = -1631891.747636
  nChanged 501
		SP:Iteration 3Q (1028.590000 sec): 3 clusters
  Score: Raw -1636697.580396 + Penalty 4606.133957 = -1632091.446439
  nChanged 405
		SP:Iteration 4Q (1028.630000 sec): 3 clusters
  Score: Raw -1636850.402439 + Penalty 4606.133957 = -1632244.268481
  nChanged 348
		SP:Iteration 5Q (1028.670000 sec): 3 clusters
  Score: Raw -1636979.525335 + Penalty 4606.133957 = -1632373.391378
  nChanged 311
		SP:Iteration 6Q (1028.710000 sec): 3 clusters
  Score: Raw -1637098.315047 + Penalty 4606.133957 = -1632492.181090
  nChanged 322
		SP:Iteration 7Q (1028.750000 sec): 3 clusters
  Score: Raw -1637229.040064 + Penalty 4606.133957 = -1632622.906106
  nChanged 353
		SP:Iteration 8Q (1028.790000 sec): 3 clusters
  Score: Raw -1637382.280159 + Penalty 4606.133957 = -1632776.146202
  nChanged 399
		SP:Iteration 9Q (1028.830000 sec): 3 clusters
  Score: Raw -1637563.585749 + Penalty 4606.133957 = -1632957.451792
  nChanged 427
		SP:Iteration 10Q (1028.870000 sec): 3 clusters
  Score: Raw -1637779.649810 + Penalty 4606.133957 = -1633173.515852
  nChanged 451
		SP:Iteration 11Q (1028.910000 sec): 3 clusters
  Score: Raw -1638017.200565 + Penalty 4606.133957 = -1633411.066608
  nChanged 433
		SP:Iteration 12Q (1028.940000 sec): 3 clusters
  Score: Raw -1638251.172546 + Penalty 4606.133957 = -1633645.038589
  nChanged 428
		SP:Iteration 13Q (1028.980000 sec): 3 clusters
  Score: Raw -1638498.223465 + Penalty 4606.133957 = -1633892.089507
  nChanged 428
		SP:Iteration 14Q (1029.020000 sec): 3 clusters
  Score: Raw -1638759.302151 + Penalty 4606.133957 = -1634153.168193
  nChanged 418
		SP:Iteration 15Q (1029.060000 sec): 3 clusters
  Score: Raw -1639036.831099 + Penalty 4606.133957 = -1634430.697141
  nChanged 387
		SP:Iteration 16Q (1029.100000 sec): 3 clusters
  Score: Raw -1639304.925826 + Penalty 4606.133957 = -1634698.791868
  nChanged 331
		SP:Iteration 17Q (1029.140000 sec): 3 clusters
  Score: Raw -1639533.211153 + Penalty 4606.133957 = -1634927.077196
  nChanged 265
		SP:Iteration 18Q (1029.180000 sec): 3 clusters
  Score: Raw -1639710.768751 + Penalty 4606.133957 = -1635104.634794
  nChanged 205
		SP:Iteration 19Q (1029.220000 sec): 3 clusters
  Score: Raw -1639845.393744 + Penalty 4606.133957 = -1635239.259786
  nChanged 159
		SP:Iteration 20F (1029.260000 sec): 3 clusters
  Score: Raw -1639956.797658 + Penalty 4606.133957 = -1635350.663700
  nChanged 115
		SP:Iteration 21Q (1029.300000 sec): 3 clusters
  Score: Raw -1640032.122933 + Penalty 4606.133957 = -1635425.988976
  nChanged 89
		SP:Iteration 22Q (1029.340000 sec): 3 clusters
  Score: Raw -1640094.350512 + Penalty 4606.133957 = -1635488.216554
  nChanged 73
		SP:Iteration 23Q (1029.380000 sec): 3 clusters
  Score: Raw -1640141.255873 + Penalty 4606.133957 = -1635535.121916
  nChanged 56
		SP:Iteration 24Q (1029.410000 sec): 3 clusters
  Score: Raw -1640173.527020 + Penalty 4606.133957 = -1635567.393063
  nChanged 34
		SP:Iteration 25Q (1029.450000 sec): 3 clusters
  Score: Raw -1640193.092340 + Penalty 4606.133957 = -1635586.958383
  nChanged 19
		SP:Iteration 26Q (1029.480000 sec): 3 clusters
  Score: Raw -1640206.132400 + Penalty 4606.133957 = -1635599.998443
  nChanged 16
		SP:Iteration 27Q (1029.520000 sec): 3 clusters
  Score: Raw -1640214.742127 + Penalty 4606.133957 = -1635608.608170
  nChanged 10
		SP:Iteration 28Q (1029.560000 sec): 3 clusters
  Score: Raw -1640220.776055 + Penalty 4606.133957 = -1635614.642098
  nChanged 15
		SP:Iteration 29Q (1029.590000 sec): 3 clusters
  Score: Raw -1640229.867803 + Penalty 4606.133957 = -1635623.733846
  nChanged 16
		SP:Iteration 30Q (1029.630000 sec): 3 clusters
  Score: Raw -1640238.336400 + Penalty 4606.133957 = -1635632.202442
  nChanged 10
		SP:Iteration 31Q (1029.660000 sec): 3 clusters
  Score: Raw -1640245.660637 + Penalty 4606.133957 = -1635639.526680
  nChanged 10
		SP:Iteration 32Q (1029.700000 sec): 3 clusters
  Score: Raw -1640250.756923 + Penalty 4606.133957 = -1635644.622966
  nChanged 11
		SP:Iteration 33Q (1029.740000 sec): 3 clusters
  Score: Raw -1640256.674118 + Penalty 4606.133957 = -1635650.540160
  nChanged 7
		SP:Iteration 34Q (1029.770000 sec): 3 clusters
  Score: Raw -1640260.354874 + Penalty 4606.133957 = -1635654.220917
  nChanged 3
		SP:Iteration 35Q (1029.810000 sec): 3 clusters
  Score: Raw -1640262.444175 + Penalty 4606.133957 = -1635656.310217
  nChanged 5
		SP:Iteration 36Q (1029.840000 sec): 3 clusters
  Score: Raw -1640265.778209 + Penalty 4606.133957 = -1635659.644252
  nChanged 4
		SP:Iteration 37Q (1029.880000 sec): 3 clusters
  Score: Raw -1640267.528765 + Penalty 4606.133957 = -1635661.394808
  nChanged 5
		SP:Iteration 38Q (1029.910000 sec): 3 clusters
  Score: Raw -1640269.895299 + Penalty 4606.133957 = -1635663.761342
  nChanged 2
		SP:Iteration 39Q (1029.950000 sec): 3 clusters
  Score: Raw -1640271.422188 + Penalty 4606.133957 = -1635665.288231
  nChanged 4
		SP:Iteration 40F (1029.990000 sec): 3 clusters
  Score: Raw -1640273.129200 + Penalty 4606.133957 = -1635666.995243
  nChanged 2
		SP:Iteration 41Q (1030.020000 sec): 3 clusters
  Score: Raw -1640274.361717 + Penalty 4606.133957 = -1635668.227760
  nChanged 2
		SP:Iteration 42Q (1030.060000 sec): 3 clusters
  Score: Raw -1640275.243146 + Penalty 4606.133957 = -1635669.109188
  nChanged 3
		SP:Iteration 43Q (1030.100000 sec): 3 clusters
  Score: Raw -1640276.315075 + Penalty 4606.133957 = -1635670.181118
  nChanged 2
		SP:Iteration 44Q (1030.130000 sec): 3 clusters
  Score: Raw -1640277.405311 + Penalty 4606.133957 = -1635671.271354
  nChanged 1
		SP:Iteration 45Q (1030.170000 sec): 3 clusters
  Score: Raw -1640277.992642 + Penalty 4606.133957 = -1635671.858684
  nChanged 3
		SP:Iteration 46Q (1030.200000 sec): 3 clusters
  Score: Raw -1640279.561101 + Penalty 4606.133957 = -1635673.427143
  nChanged 2
		SP:Iteration 47Q (1030.240000 sec): 3 clusters
  Score: Raw -1640280.436861 + Penalty 4606.133957 = -1635674.302904
  nChanged 1
		SP:Iteration 48Q (1030.270000 sec): 3 clusters
  Score: Raw -1640281.052259 + Penalty 4606.133957 = -1635674.918301
  nChanged 3
		SP:Iteration 49Q (1030.310000 sec): 3 clusters
  Score: Raw -1640282.329681 + Penalty 4606.133957 = -1635676.195724
  nChanged 1
		SP:Iteration 50Q (1030.340000 sec): 3 clusters
  Score: Raw -1640282.620555 + Penalty 4606.133957 = -1635676.486597
  nChanged 0
		SP:Iteration 51F (1030.380000 sec): 3 clusters
  Score: Raw -1640282.620555 + Penalty 4606.133957 = -1635676.486597
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (6669 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1030.410000 sec): 2 clusters
  Score: Raw -949083.746266 + Penalty 2183.695850 = -946900.050416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1030.430000 sec): 3 clusters
  Score: Raw -945634.755525 + Penalty 4367.391701 = -941267.363824
  nChanged 2702
		SP:Iteration 1F (1030.460000 sec): 3 clusters
  Score: Raw -947202.984963 + Penalty 4367.391701 = -942835.593263
  nChanged 542
		SP:Iteration 2F (1030.480000 sec): 3 clusters
  Score: Raw -947577.544328 + Penalty 4367.391701 = -943210.152628
  nChanged 425
		SP:Iteration 3F (1030.500000 sec): 3 clusters
  Score: Raw -947871.305258 + Penalty 4367.391701 = -943503.913558
  nChanged 359
		SP:Iteration 4F (1030.530000 sec): 3 clusters
  Score: Raw -948121.866120 + Penalty 4367.391701 = -943754.474420
  nChanged 310
		SP:Iteration 5Q (1030.550000 sec): 3 clusters
  Score: Raw -948332.786043 + Penalty 4367.391701 = -943965.394342
  nChanged 292
		SP:Iteration 6Q (1030.580000 sec): 3 clusters
  Score: Raw -948504.555897 + Penalty 4367.391701 = -944137.164196
  nChanged 268
		SP:Iteration 7Q (1030.600000 sec): 3 clusters
  Score: Raw -948666.822626 + Penalty 4367.391701 = -944299.430925
  nChanged 241
		SP:Iteration 8Q (1030.620000 sec): 3 clusters
  Score: Raw -948823.630583 + Penalty 4367.391701 = -944456.238882
  nChanged 231
		SP:Iteration 9Q (1030.650000 sec): 3 clusters
  Score: Raw -948976.597729 + Penalty 4367.391701 = -944609.206029
  nChanged 206
		SP:Iteration 10Q (1030.670000 sec): 3 clusters
  Score: Raw -949124.211956 + Penalty 4367.391701 = -944756.820255
  nChanged 198
		SP:Iteration 11Q (1030.700000 sec): 3 clusters
  Score: Raw -949275.566808 + Penalty 4367.391701 = -944908.175107
  nChanged 174
		SP:Iteration 12Q (1030.720000 sec): 3 clusters
  Score: Raw -949398.069128 + Penalty 4367.391701 = -945030.677427
  nChanged 130
		SP:Iteration 13Q (1030.740000 sec): 3 clusters
  Score: Raw -949486.873879 + Penalty 4367.391701 = -945119.482179
  nChanged 111
		SP:Iteration 14Q (1030.770000 sec): 3 clusters
  Score: Raw -949546.920489 + Penalty 4367.391701 = -945179.528788
  nChanged 87
		SP:Iteration 15Q (1030.790000 sec): 3 clusters
  Score: Raw -949590.039740 + Penalty 4367.391701 = -945222.648040
  nChanged 64
		SP:Iteration 16Q (1030.820000 sec): 3 clusters
  Score: Raw -949624.839655 + Penalty 4367.391701 = -945257.447954
  nChanged 57
		SP:Iteration 17Q (1030.840000 sec): 3 clusters
  Score: Raw -949648.349097 + Penalty 4367.391701 = -945280.957397
  nChanged 39
		SP:Iteration 18Q (1030.860000 sec): 3 clusters
  Score: Raw -949662.472092 + Penalty 4367.391701 = -945295.080391
  nChanged 21
		SP:Iteration 19Q (1030.880000 sec): 3 clusters
  Score: Raw -949670.062991 + Penalty 4367.391701 = -945302.671291
  nChanged 21
		SP:Iteration 20F (1030.910000 sec): 3 clusters
  Score: Raw -949677.923633 + Penalty 4367.391701 = -945310.531932
  nChanged 21
		SP:Iteration 21Q (1030.930000 sec): 3 clusters
  Score: Raw -949686.431948 + Penalty 4367.391701 = -945319.040247
  nChanged 20
		SP:Iteration 22Q (1030.950000 sec): 3 clusters
  Score: Raw -949692.788515 + Penalty 4367.391701 = -945325.396814
  nChanged 15
		SP:Iteration 23Q (1030.980000 sec): 3 clusters
  Score: Raw -949697.740718 + Penalty 4367.391701 = -945330.349017
  nChanged 14
		SP:Iteration 24Q (1031.000000 sec): 3 clusters
  Score: Raw -949702.751078 + Penalty 4367.391701 = -945335.359378
  nChanged 14
		SP:Iteration 25Q (1031.020000 sec): 3 clusters
  Score: Raw -949708.227097 + Penalty 4367.391701 = -945340.835396
  nChanged 7
		SP:Iteration 26Q (1031.040000 sec): 3 clusters
  Score: Raw -949710.232586 + Penalty 4367.391701 = -945342.840885
  nChanged 9
		SP:Iteration 27Q (1031.060000 sec): 3 clusters
  Score: Raw -949712.559929 + Penalty 4367.391701 = -945345.168229
  nChanged 8
		SP:Iteration 28Q (1031.090000 sec): 3 clusters
  Score: Raw -949714.472580 + Penalty 4367.391701 = -945347.080879
  nChanged 10
		SP:Iteration 29Q (1031.110000 sec): 3 clusters
  Score: Raw -949718.182230 + Penalty 4367.391701 = -945350.790529
  nChanged 8
		SP:Iteration 30Q (1031.130000 sec): 3 clusters
  Score: Raw -949720.759275 + Penalty 4367.391701 = -945353.367574
  nChanged 12
		SP:Iteration 31Q (1031.150000 sec): 3 clusters
  Score: Raw -949724.148284 + Penalty 4367.391701 = -945356.756584
  nChanged 9
		SP:Iteration 32Q (1031.180000 sec): 3 clusters
  Score: Raw -949727.192195 + Penalty 4367.391701 = -945359.800494
  nChanged 11
		SP:Iteration 33Q (1031.200000 sec): 3 clusters
  Score: Raw -949730.591176 + Penalty 4367.391701 = -945363.199476
  nChanged 5
		SP:Iteration 34Q (1031.220000 sec): 3 clusters
  Score: Raw -949732.139738 + Penalty 4367.391701 = -945364.748038
  nChanged 4
		SP:Iteration 35Q (1031.240000 sec): 3 clusters
  Score: Raw -949733.054056 + Penalty 4367.391701 = -945365.662355
  nChanged 1
		SP:Iteration 36Q (1031.260000 sec): 3 clusters
  Score: Raw -949733.196912 + Penalty 4367.391701 = -945365.805211
  nChanged 0
		SP:Iteration 37F (1031.290000 sec): 3 clusters
  Score: Raw -949733.196912 + Penalty 4367.391701 = -945365.805211
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1031.300000 sec): 2 clusters
  Score: Raw -41717.255406 + Penalty 1485.883208 = -40231.372198
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1031.300000 sec): 3 clusters
  Score: Raw -41885.415095 + Penalty 2971.766415 = -38913.648679
  nChanged 107
		SP:Iteration 1F (1031.300000 sec): 3 clusters
  Score: Raw -42535.135807 + Penalty 2971.766415 = -39563.369392
  nChanged 31
		SP:Iteration 2F (1031.300000 sec): 3 clusters
  Score: Raw -42784.205606 + Penalty 2971.766415 = -39812.439190
  nChanged 23
		SP:Iteration 3F (1031.300000 sec): 3 clusters
  Score: Raw -42979.207181 + Penalty 2971.766415 = -40007.440765
  nChanged 31
		SP:Iteration 4F (1031.300000 sec): 3 clusters
  Score: Raw -43146.320816 + Penalty 2971.766415 = -40174.554401
  nChanged 19
		SP:Iteration 5Q (1031.300000 sec): 3 clusters
  Score: Raw -43314.440042 + Penalty 2971.766415 = -40342.673627
  nChanged 14
		SP:Iteration 6Q (1031.300000 sec): 3 clusters
  Score: Raw -43442.287600 + Penalty 2971.766415 = -40470.521184
  nChanged 12
		SP:Iteration 7Q (1031.300000 sec): 3 clusters
  Score: Raw -43530.590252 + Penalty 2971.766415 = -40558.823836
  nChanged 9
		SP:Iteration 8Q (1031.310000 sec): 3 clusters
  Score: Raw -43579.015651 + Penalty 2971.766415 = -40607.249236
  nChanged 2
		SP:Iteration 9Q (1031.310000 sec): 3 clusters
  Score: Raw -43586.067273 + Penalty 2971.766415 = -40614.300857
  nChanged 1
		SP:Iteration 10Q (1031.310000 sec): 3 clusters
  Score: Raw -43588.360641 + Penalty 2971.766415 = -40616.594226
  nChanged 0
		SP:Iteration 11F (1031.310000 sec): 3 clusters
  Score: Raw -43590.497855 + Penalty 2971.766415 = -40618.731439
  nChanged 2
		SP:Iteration 12Q (1031.310000 sec): 3 clusters
  Score: Raw -43633.111548 + Penalty 2971.766415 = -40661.345133
  nChanged 1
		SP:Iteration 13Q (1031.310000 sec): 3 clusters
  Score: Raw -43651.108789 + Penalty 2971.766415 = -40679.342373
  nChanged 0
		SP:Iteration 14F (1031.320000 sec): 3 clusters
  Score: Raw -43651.108789 + Penalty 2971.766415 = -40679.342373
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 28.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (28374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1031.420000 sec): 2 clusters
  Score: Raw -4137386.225333 + Penalty 2542.800671 = -4134843.424662
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1031.520000 sec): 3 clusters
  Score: Raw -4120539.217975 + Penalty 5085.601342 = -4115453.616633
  nChanged 12714
		SP:Iteration 1F (1031.630000 sec): 3 clusters
  Score: Raw -4128293.282969 + Penalty 5085.601342 = -4123207.681627
  nChanged 1931
		SP:Iteration 2F (1031.740000 sec): 3 clusters
  Score: Raw -4129592.694533 + Penalty 5085.601342 = -4124507.093191
  nChanged 2026
		SP:Iteration 3F (1031.850000 sec): 3 clusters
  Score: Raw -4130965.518058 + Penalty 5085.601342 = -4125879.916717
  nChanged 2101
		SP:Iteration 4F (1031.960000 sec): 3 clusters
  Score: Raw -4132259.506004 + Penalty 5085.601342 = -4127173.904662
  nChanged 1848
		SP:Iteration 5F (1032.060000 sec): 3 clusters
  Score: Raw -4133299.500618 + Penalty 5085.601342 = -4128213.899276
  nChanged 1477
		SP:Iteration 6F (1032.170000 sec): 3 clusters
  Score: Raw -4134103.128340 + Penalty 5085.601342 = -4129017.526998
  nChanged 1132
		SP:Iteration 7Q (1032.280000 sec): 3 clusters
  Score: Raw -4134727.689142 + Penalty 5085.601342 = -4129642.087800
  nChanged 843
		SP:Iteration 8Q (1032.380000 sec): 3 clusters
  Score: Raw -4135152.851837 + Penalty 5085.601342 = -4130067.250496
  nChanged 599
		SP:Iteration 9Q (1032.490000 sec): 3 clusters
  Score: Raw -4135457.897534 + Penalty 5085.601342 = -4130372.296192
  nChanged 509
		SP:Iteration 10Q (1032.600000 sec): 3 clusters
  Score: Raw -4135703.843809 + Penalty 5085.601342 = -4130618.242467
  nChanged 420
		SP:Iteration 11Q (1032.710000 sec): 3 clusters
  Score: Raw -4135885.729538 + Penalty 5085.601342 = -4130800.128196
  nChanged 392
		SP:Iteration 12Q (1032.820000 sec): 3 clusters
  Score: Raw -4136053.281203 + Penalty 5085.601342 = -4130967.679861
  nChanged 368
		SP:Iteration 13Q (1032.920000 sec): 3 clusters
  Score: Raw -4136240.804962 + Penalty 5085.601342 = -4131155.203620
  nChanged 381
		SP:Iteration 14Q (1033.030000 sec): 3 clusters
  Score: Raw -4136507.232930 + Penalty 5085.601342 = -4131421.631588
  nChanged 369
		SP:Iteration 15Q (1033.140000 sec): 3 clusters
  Score: Raw -4136917.418485 + Penalty 5085.601342 = -4131831.817143
  nChanged 311
		SP:Iteration 16Q (1033.240000 sec): 3 clusters
  Score: Raw -4137397.736044 + Penalty 5085.601342 = -4132312.134703
  nChanged 279
		SP:Iteration 17Q (1033.340000 sec): 3 clusters
  Score: Raw -4137761.538767 + Penalty 5085.601342 = -4132675.937425
  nChanged 307
		SP:Iteration 18Q (1033.430000 sec): 3 clusters
  Score: Raw -4137946.335986 + Penalty 5085.601342 = -4132860.734644
  nChanged 233
		SP:Iteration 19Q (1033.520000 sec): 3 clusters
  Score: Raw -4138036.953940 + Penalty 5085.601342 = -4132951.352598
  nChanged 157
		SP:Iteration 20F (1033.630000 sec): 3 clusters
  Score: Raw -4138084.035884 + Penalty 5085.601342 = -4132998.434542
  nChanged 133
		SP:Iteration 21Q (1033.720000 sec): 3 clusters
  Score: Raw -4138125.249890 + Penalty 5085.601342 = -4133039.648548
  nChanged 113
		SP:Iteration 22Q (1033.800000 sec): 3 clusters
  Score: Raw -4138159.013124 + Penalty 5085.601342 = -4133073.411782
  nChanged 111
		SP:Iteration 23Q (1033.890000 sec): 3 clusters
  Score: Raw -4138191.820669 + Penalty 5085.601342 = -4133106.219328
  nChanged 78
		SP:Iteration 24Q (1033.980000 sec): 3 clusters
  Score: Raw -4138210.162135 + Penalty 5085.601342 = -4133124.560793
  nChanged 70
		SP:Iteration 25Q (1034.060000 sec): 3 clusters
  Score: Raw -4138228.530566 + Penalty 5085.601342 = -4133142.929224
  nChanged 71
		SP:Iteration 26Q (1034.150000 sec): 3 clusters
  Score: Raw -4138248.187354 + Penalty 5085.601342 = -4133162.586012
  nChanged 71
		SP:Iteration 27Q (1034.240000 sec): 3 clusters
  Score: Raw -4138265.470918 + Penalty 5085.601342 = -4133179.869576
  nChanged 58
		SP:Iteration 28Q (1034.320000 sec): 3 clusters
  Score: Raw -4138280.584903 + Penalty 5085.601342 = -4133194.983562
  nChanged 54
		SP:Iteration 29Q (1034.410000 sec): 3 clusters
  Score: Raw -4138295.595579 + Penalty 5085.601342 = -4133209.994237
  nChanged 53
		SP:Iteration 30Q (1034.490000 sec): 3 clusters
  Score: Raw -4138306.847802 + Penalty 5085.601342 = -4133221.246461
  nChanged 43
		SP:Iteration 31Q (1034.580000 sec): 3 clusters
  Score: Raw -4138315.888689 + Penalty 5085.601342 = -4133230.287347
  nChanged 30
		SP:Iteration 32Q (1034.660000 sec): 3 clusters
  Score: Raw -4138322.007135 + Penalty 5085.601342 = -4133236.405793
  nChanged 32
		SP:Iteration 33Q (1034.740000 sec): 3 clusters
  Score: Raw -4138329.149252 + Penalty 5085.601342 = -4133243.547910
  nChanged 32
		SP:Iteration 34Q (1034.820000 sec): 3 clusters
  Score: Raw -4138336.361529 + Penalty 5085.601342 = -4133250.760187
  nChanged 23
		SP:Iteration 35Q (1034.910000 sec): 3 clusters
  Score: Raw -4138340.047482 + Penalty 5085.601342 = -4133254.446140
  nChanged 17
		SP:Iteration 36Q (1034.990000 sec): 3 clusters
  Score: Raw -4138343.038358 + Penalty 5085.601342 = -4133257.437016
  nChanged 16
		SP:Iteration 37Q (1035.080000 sec): 3 clusters
  Score: Raw -4138346.369318 + Penalty 5085.601342 = -4133260.767976
  nChanged 20
		SP:Iteration 38Q (1035.160000 sec): 3 clusters
  Score: Raw -4138351.314511 + Penalty 5085.601342 = -4133265.713169
  nChanged 17
		SP:Iteration 39Q (1035.240000 sec): 3 clusters
  Score: Raw -4138354.098946 + Penalty 5085.601342 = -4133268.497604
  nChanged 9
		SP:Iteration 40F (1035.350000 sec): 3 clusters
  Score: Raw -4138355.024861 + Penalty 5085.601342 = -4133269.423519
  nChanged 8
		SP:Iteration 41Q (1035.430000 sec): 3 clusters
  Score: Raw -4138356.638390 + Penalty 5085.601342 = -4133271.037049
  nChanged 11
		SP:Iteration 42Q (1035.510000 sec): 3 clusters
  Score: Raw -4138359.052762 + Penalty 5085.601342 = -4133273.451420
  nChanged 10
		SP:Iteration 43Q (1035.600000 sec): 3 clusters
  Score: Raw -4138360.552267 + Penalty 5085.601342 = -4133274.950925
  nChanged 7
		SP:Iteration 44Q (1035.680000 sec): 3 clusters
  Score: Raw -4138361.514498 + Penalty 5085.601342 = -4133275.913156
  nChanged 6
		SP:Iteration 45Q (1035.760000 sec): 3 clusters
  Score: Raw -4138362.688012 + Penalty 5085.601342 = -4133277.086670
  nChanged 8
		SP:Iteration 46Q (1035.840000 sec): 3 clusters
  Score: Raw -4138364.141075 + Penalty 5085.601342 = -4133278.539733
  nChanged 7
		SP:Iteration 47Q (1035.930000 sec): 3 clusters
  Score: Raw -4138365.599431 + Penalty 5085.601342 = -4133279.998089
  nChanged 9
		SP:Iteration 48Q (1036.010000 sec): 3 clusters
  Score: Raw -4138367.668805 + Penalty 5085.601342 = -4133282.067463
  nChanged 9
		SP:Iteration 49Q (1036.100000 sec): 3 clusters
  Score: Raw -4138370.144768 + Penalty 5085.601342 = -4133284.543427
  nChanged 8
		SP:Iteration 50Q (1036.180000 sec): 3 clusters
  Score: Raw -4138371.595029 + Penalty 5085.601342 = -4133285.993687
  nChanged 7
		SP:Iteration 51Q (1036.260000 sec): 3 clusters
  Score: Raw -4138372.379127 + Penalty 5085.601342 = -4133286.777785
  nChanged 5
		SP:Iteration 52Q (1036.350000 sec): 3 clusters
  Score: Raw -4138373.055749 + Penalty 5085.601342 = -4133287.454407
  nChanged 2
		SP:Iteration 53Q (1036.430000 sec): 3 clusters
  Score: Raw -4138373.303326 + Penalty 5085.601342 = -4133287.701984
  nChanged 2
		SP:Iteration 54Q (1036.510000 sec): 3 clusters
  Score: Raw -4138373.685316 + Penalty 5085.601342 = -4133288.083974
  nChanged 0
		SP:Iteration 55F (1036.620000 sec): 3 clusters
  Score: Raw -4138373.685316 + Penalty 5085.601342 = -4133288.083974
  nChanged 0
Iteration 59Q (1049.730000 sec): 29 clusters
  Score: Raw -117560327.554733 + Penalty 94491.211284 = -117465836.343448
  nChanged 15378
Iteration 60F (1079.730000 sec): 29 clusters
  Score: Raw -117568710.591581 + Penalty 94491.211284 = -117474219.380296
  nChanged 14018
Iteration 61Q (1087.730000 sec): 29 clusters
  Score: Raw -117574471.978560 + Penalty 94491.211284 = -117479980.767276
  nChanged 11135
Iteration 62Q (1095.570000 sec): 29 clusters
  Score: Raw -117577370.981906 + Penalty 94491.211284 = -117482879.770622
  nChanged 9177
Iteration 63Q (1103.300000 sec): 29 clusters
  Score: Raw -117579349.532512 + Penalty 94491.211284 = -117484858.321227
  nChanged 7687
Iteration 64Q (1110.990000 sec): 29 clusters
  Score: Raw -117580765.110500 + Penalty 94491.211284 = -117486273.899215
  nChanged 6572
Iteration 65Q (1118.630000 sec): 29 clusters
  Score: Raw -117581820.518006 + Penalty 94491.211284 = -117487329.306722
  nChanged 5690
Iteration 66Q (1126.210000 sec): 29 clusters
  Score: Raw -117582708.950746 + Penalty 94491.211284 = -117488217.739461
  nChanged 4975
Iteration 67Q (1133.760000 sec): 29 clusters
  Score: Raw -117583326.243905 + Penalty 94491.211284 = -117488835.032621
  nChanged 4348
Iteration 68Q (1141.250000 sec): 29 clusters
  Score: Raw -117583813.433299 + Penalty 94491.211284 = -117489322.222014
  nChanged 3756
Iteration 69Q (1148.730000 sec): 29 clusters
  Score: Raw -117584205.644969 + Penalty 94491.211284 = -117489714.433685
  nChanged 3288
Iteration 70Q (1156.210000 sec): 29 clusters
  Score: Raw -117584529.543453 + Penalty 94491.211284 = -117490038.332169
  nChanged 2932
Iteration 71Q (1163.670000 sec): 29 clusters
  Score: Raw -117584813.784459 + Penalty 94491.211284 = -117490322.573174
  nChanged 2563
Iteration 72Q (1171.210000 sec): 29 clusters
  Score: Raw -117585085.345258 + Penalty 94491.211284 = -117490594.133974
  nChanged 2299
Iteration 73Q (1178.610000 sec): 29 clusters
  Score: Raw -117585312.547409 + Penalty 94491.211284 = -117490821.336124
  nChanged 2029
Iteration 74Q (1186.000000 sec): 29 clusters
  Score: Raw -117585505.335962 + Penalty 94491.211284 = -117491014.124677
  nChanged 1823
Iteration 75Q (1193.390000 sec): 29 clusters
  Score: Raw -117585674.157199 + Penalty 94491.211284 = -117491182.945914
  nChanged 1737
Iteration 76Q (1200.790000 sec): 29 clusters
  Score: Raw -117585826.194799 + Penalty 94491.211284 = -117491334.983514
  nChanged 1465
Iteration 77Q (1208.210000 sec): 29 clusters
  Score: Raw -117585953.764036 + Penalty 94491.211284 = -117491462.552751
  nChanged 1258
Iteration 78Q (1215.540000 sec): 29 clusters
  Score: Raw -117586060.829859 + Penalty 94491.211284 = -117491569.618574
  nChanged 1158
Iteration 79Q (1222.880000 sec): 29 clusters
  Score: Raw -117586148.466487 + Penalty 94491.211284 = -117491657.255203
  nChanged 1036
Iteration 80F (1252.850000 sec): 29 clusters
  Score: Raw -117587159.124496 + Penalty 94491.211284 = -117492667.913211
  nChanged 1022
Iteration 81Q (1260.360000 sec): 29 clusters
  Score: Raw -117588008.326163 + Penalty 94491.211284 = -117493517.114878
  nChanged 1027
Iteration 82Q (1267.860000 sec): 29 clusters
  Score: Raw -117588309.365632 + Penalty 94491.211284 = -117493818.154348
  nChanged 1046
Iteration 83Q (1275.310000 sec): 29 clusters
  Score: Raw -117588494.811194 + Penalty 94491.211284 = -117494003.599910
  nChanged 955
Iteration 84Q (1282.790000 sec): 29 clusters
  Score: Raw -117588650.143193 + Penalty 94491.211284 = -117494158.931909
  nChanged 1003
Iteration 85Q (1290.230000 sec): 29 clusters
  Score: Raw -117588814.518487 + Penalty 94491.211284 = -117494323.307202
  nChanged 992
Iteration 86Q (1297.690000 sec): 29 clusters
  Score: Raw -117588975.546574 + Penalty 94491.211284 = -117494484.335289
  nChanged 967
Iteration 87Q (1305.260000 sec): 29 clusters
  Score: Raw -117589128.399006 + Penalty 94491.211284 = -117494637.187721
  nChanged 998
Iteration 88Q (1312.740000 sec): 29 clusters
  Score: Raw -117589271.220600 + Penalty 94491.211284 = -117494780.009316
  nChanged 1070
Iteration 89Q (1320.200000 sec): 29 clusters
  Score: Raw -117589436.564155 + Penalty 94491.211284 = -117494945.352871
  nChanged 1059
Iteration 90Q (1327.650000 sec): 29 clusters
  Score: Raw -117589591.384997 + Penalty 94491.211284 = -117495100.173713
  nChanged 986
Iteration 91Q (1335.090000 sec): 29 clusters
  Score: Raw -117589703.655741 + Penalty 94491.211284 = -117495212.444457
  nChanged 946
Iteration 92Q (1342.500000 sec): 29 clusters
  Score: Raw -117589797.979246 + Penalty 94491.211284 = -117495306.767961
  nChanged 840
Iteration 93Q (1349.910000 sec): 29 clusters
  Score: Raw -117589872.906237 + Penalty 94491.211284 = -117495381.694953
  nChanged 721
Iteration 94Q (1357.290000 sec): 29 clusters
  Score: Raw -117589937.001479 + Penalty 94491.211284 = -117495445.790195
  nChanged 707
Iteration 95Q (1364.690000 sec): 29 clusters
  Score: Raw -117589998.059168 + Penalty 94491.211284 = -117495506.847884
  nChanged 662
Iteration 96Q (1372.120000 sec): 29 clusters
  Score: Raw -117590050.836933 + Penalty 94491.211284 = -117495559.625648
  nChanged 572
Iteration 97Q (1379.540000 sec): 29 clusters
  Score: Raw -117590097.680638 + Penalty 94491.211284 = -117495606.469354
  nChanged 518
Iteration 98Q (1386.980000 sec): 29 clusters
  Score: Raw -117590134.869576 + Penalty 94491.211284 = -117495643.658291
  nChanged 497
Writing temp clu file 
Because OldScore, -117495606.469354, is greater than current (better) Score,-117495643.658291 
 Compute initial score before splitting:   Score: Raw -117590134.869576 + Penalty 94491.211284 = -117495643.658291
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (1303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.110000 sec): 2 clusters
  Score: Raw -189869.747365 + Penalty 1778.761295 = -188090.986070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.110000 sec): 3 clusters
  Score: Raw -189499.938567 + Penalty 3557.522590 = -185942.415977
  nChanged 364
		SP:Iteration 1F (1387.120000 sec): 3 clusters
  Score: Raw -189838.503375 + Penalty 3557.522590 = -186280.980785
  nChanged 86
		SP:Iteration 2F (1387.130000 sec): 3 clusters
  Score: Raw -189921.097970 + Penalty 3557.522590 = -186363.575380
  nChanged 48
		SP:Iteration 3Q (1387.130000 sec): 3 clusters
  Score: Raw -189972.820468 + Penalty 3557.522590 = -186415.297878
  nChanged 28
		SP:Iteration 4Q (1387.130000 sec): 3 clusters
  Score: Raw -189999.011213 + Penalty 3557.522590 = -186441.488623
  nChanged 21
		SP:Iteration 5Q (1387.140000 sec): 3 clusters
  Score: Raw -190019.040035 + Penalty 3557.522590 = -186461.517445
  nChanged 15
		SP:Iteration 6Q (1387.150000 sec): 3 clusters
  Score: Raw -190037.198032 + Penalty 3557.522590 = -186479.675442
  nChanged 13
		SP:Iteration 7Q (1387.150000 sec): 3 clusters
  Score: Raw -190049.924868 + Penalty 3557.522590 = -186492.402278
  nChanged 8
		SP:Iteration 8Q (1387.150000 sec): 3 clusters
  Score: Raw -190056.912671 + Penalty 3557.522590 = -186499.390081
  nChanged 7
		SP:Iteration 9Q (1387.160000 sec): 3 clusters
  Score: Raw -190064.117087 + Penalty 3557.522590 = -186506.594497
  nChanged 11
		SP:Iteration 10Q (1387.170000 sec): 3 clusters
  Score: Raw -190074.283857 + Penalty 3557.522590 = -186516.761266
  nChanged 7
		SP:Iteration 11Q (1387.170000 sec): 3 clusters
  Score: Raw -190080.536895 + Penalty 3557.522590 = -186523.014305
  nChanged 5
		SP:Iteration 12Q (1387.170000 sec): 3 clusters
  Score: Raw -190085.543397 + Penalty 3557.522590 = -186528.020807
  nChanged 7
		SP:Iteration 13Q (1387.180000 sec): 3 clusters
  Score: Raw -190095.139933 + Penalty 3557.522590 = -186537.617343
  nChanged 11
		SP:Iteration 14Q (1387.190000 sec): 3 clusters
  Score: Raw -190113.360045 + Penalty 3557.522590 = -186555.837454
  nChanged 13
		SP:Iteration 15Q (1387.190000 sec): 3 clusters
  Score: Raw -190128.346708 + Penalty 3557.522590 = -186570.824118
  nChanged 8
		SP:Iteration 16Q (1387.190000 sec): 3 clusters
  Score: Raw -190140.017044 + Penalty 3557.522590 = -186582.494454
  nChanged 16
		SP:Iteration 17Q (1387.200000 sec): 3 clusters
  Score: Raw -190168.485026 + Penalty 3557.522590 = -186610.962436
  nChanged 27
		SP:Iteration 18Q (1387.210000 sec): 3 clusters
  Score: Raw -190220.177614 + Penalty 3557.522590 = -186662.655024
  nChanged 28
		SP:Iteration 19Q (1387.210000 sec): 3 clusters
  Score: Raw -190272.049084 + Penalty 3557.522590 = -186714.526493
  nChanged 28
		SP:Iteration 20F (1387.210000 sec): 3 clusters
  Score: Raw -190325.124876 + Penalty 3557.522590 = -186767.602286
  nChanged 26
		SP:Iteration 21Q (1387.220000 sec): 3 clusters
  Score: Raw -190382.287756 + Penalty 3557.522590 = -186824.765165
  nChanged 34
		SP:Iteration 22Q (1387.230000 sec): 3 clusters
  Score: Raw -190466.451442 + Penalty 3557.522590 = -186908.928852
  nChanged 36
		SP:Iteration 23Q (1387.230000 sec): 3 clusters
  Score: Raw -190535.697299 + Penalty 3557.522590 = -186978.174708
  nChanged 27
		SP:Iteration 24Q (1387.230000 sec): 3 clusters
  Score: Raw -190584.950035 + Penalty 3557.522590 = -187027.427444
  nChanged 34
		SP:Iteration 25Q (1387.240000 sec): 3 clusters
  Score: Raw -190646.957170 + Penalty 3557.522590 = -187089.434579
  nChanged 33
		SP:Iteration 26Q (1387.240000 sec): 3 clusters
  Score: Raw -190739.401991 + Penalty 3557.522590 = -187181.879401
  nChanged 44
		SP:Iteration 27Q (1387.250000 sec): 3 clusters
  Score: Raw -190874.626790 + Penalty 3557.522590 = -187317.104200
  nChanged 58
		SP:Iteration 28Q (1387.250000 sec): 3 clusters
  Score: Raw -191028.914473 + Penalty 3557.522590 = -187471.391883
  nChanged 56
		SP:Iteration 29Q (1387.260000 sec): 3 clusters
  Score: Raw -191237.228230 + Penalty 3557.522590 = -187679.705640
  nChanged 70
		SP:Iteration 30F (1387.260000 sec): 3 clusters
  Score: Raw -191599.045619 + Penalty 3557.522590 = -188041.523028
  nChanged 63
		SP:Iteration 31Q (1387.270000 sec): 3 clusters
  Score: Raw -192004.566554 + Penalty 3557.522590 = -188447.043964
  nChanged 32
		SP:Iteration 32Q (1387.270000 sec): 3 clusters
  Score: Raw -192351.477161 + Penalty 3557.522590 = -188793.954571
  nChanged 6
		SP:Iteration 33Q (1387.270000 sec): 3 clusters
  Score: Raw -192412.185382 + Penalty 3557.522590 = -188854.662792
  nChanged 2
		SP:Iteration 34Q (1387.280000 sec): 3 clusters
  Score: Raw -192418.138025 + Penalty 3557.522590 = -188860.615434
  nChanged 0
		SP:Iteration 35F (1387.280000 sec): 3 clusters
  Score: Raw -192418.138025 + Penalty 3557.522590 = -188860.615434
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 29.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.290000 sec): 2 clusters
  Score: Raw -181238.716590 + Penalty 1764.059243 = -179474.657347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.290000 sec): 3 clusters
  Score: Raw -180948.861045 + Penalty 3528.118486 = -177420.742559
  nChanged 334
		SP:Iteration 1F (1387.300000 sec): 3 clusters
  Score: Raw -181274.710830 + Penalty 3528.118486 = -177746.592344
  nChanged 70
		SP:Iteration 2F (1387.310000 sec): 3 clusters
  Score: Raw -181379.037235 + Penalty 3528.118486 = -177850.918750
  nChanged 38
		SP:Iteration 3Q (1387.310000 sec): 3 clusters
  Score: Raw -181465.133626 + Penalty 3528.118486 = -177937.015140
  nChanged 40
		SP:Iteration 4Q (1387.310000 sec): 3 clusters
  Score: Raw -181538.748813 + Penalty 3528.118486 = -178010.630327
  nChanged 34
		SP:Iteration 5Q (1387.320000 sec): 3 clusters
  Score: Raw -181582.629389 + Penalty 3528.118486 = -178054.510903
  nChanged 29
		SP:Iteration 6Q (1387.330000 sec): 3 clusters
  Score: Raw -181617.175381 + Penalty 3528.118486 = -178089.056895
  nChanged 23
		SP:Iteration 7Q (1387.330000 sec): 3 clusters
  Score: Raw -181646.971327 + Penalty 3528.118486 = -178118.852841
  nChanged 16
		SP:Iteration 8Q (1387.330000 sec): 3 clusters
  Score: Raw -181674.926611 + Penalty 3528.118486 = -178146.808125
  nChanged 24
		SP:Iteration 9Q (1387.340000 sec): 3 clusters
  Score: Raw -181714.363134 + Penalty 3528.118486 = -178186.244648
  nChanged 23
		SP:Iteration 10Q (1387.340000 sec): 3 clusters
  Score: Raw -181744.024096 + Penalty 3528.118486 = -178215.905610
  nChanged 20
		SP:Iteration 11Q (1387.350000 sec): 3 clusters
  Score: Raw -181769.131009 + Penalty 3528.118486 = -178241.012523
  nChanged 17
		SP:Iteration 12Q (1387.350000 sec): 3 clusters
  Score: Raw -181797.693463 + Penalty 3528.118486 = -178269.574977
  nChanged 21
		SP:Iteration 13Q (1387.360000 sec): 3 clusters
  Score: Raw -181824.757306 + Penalty 3528.118486 = -178296.638820
  nChanged 14
		SP:Iteration 14Q (1387.360000 sec): 3 clusters
  Score: Raw -181851.307830 + Penalty 3528.118486 = -178323.189344
  nChanged 16
		SP:Iteration 15Q (1387.370000 sec): 3 clusters
  Score: Raw -181871.053437 + Penalty 3528.118486 = -178342.934951
  nChanged 11
		SP:Iteration 16Q (1387.370000 sec): 3 clusters
  Score: Raw -181883.086884 + Penalty 3528.118486 = -178354.968398
  nChanged 9
		SP:Iteration 17Q (1387.370000 sec): 3 clusters
  Score: Raw -181901.310286 + Penalty 3528.118486 = -178373.191800
  nChanged 11
		SP:Iteration 18Q (1387.380000 sec): 3 clusters
  Score: Raw -181914.367547 + Penalty 3528.118486 = -178386.249061
  nChanged 10
		SP:Iteration 19Q (1387.380000 sec): 3 clusters
  Score: Raw -181925.426423 + Penalty 3528.118486 = -178397.307937
  nChanged 9
		SP:Iteration 20F (1387.390000 sec): 3 clusters
  Score: Raw -181939.280251 + Penalty 3528.118486 = -178411.161765
  nChanged 4
		SP:Iteration 21Q (1387.390000 sec): 3 clusters
  Score: Raw -181945.299972 + Penalty 3528.118486 = -178417.181486
  nChanged 6
		SP:Iteration 22Q (1387.400000 sec): 3 clusters
  Score: Raw -181953.244351 + Penalty 3528.118486 = -178425.125865
  nChanged 6
		SP:Iteration 23Q (1387.400000 sec): 3 clusters
  Score: Raw -181958.056942 + Penalty 3528.118486 = -178429.938456
  nChanged 5
		SP:Iteration 24Q (1387.410000 sec): 3 clusters
  Score: Raw -181964.242981 + Penalty 3528.118486 = -178436.124495
  nChanged 3
		SP:Iteration 25Q (1387.410000 sec): 3 clusters
  Score: Raw -181969.108619 + Penalty 3528.118486 = -178440.990133
  nChanged 3
		SP:Iteration 26Q (1387.410000 sec): 3 clusters
  Score: Raw -181970.989215 + Penalty 3528.118486 = -178442.870729
  nChanged 2
		SP:Iteration 27Q (1387.420000 sec): 3 clusters
  Score: Raw -181972.526174 + Penalty 3528.118486 = -178444.407688
  nChanged 2
		SP:Iteration 28Q (1387.420000 sec): 3 clusters
  Score: Raw -181975.075346 + Penalty 3528.118486 = -178446.956860
  nChanged 2
		SP:Iteration 29Q (1387.430000 sec): 3 clusters
  Score: Raw -181977.244101 + Penalty 3528.118486 = -178449.125615
  nChanged 3
		SP:Iteration 30Q (1387.430000 sec): 3 clusters
  Score: Raw -181981.258141 + Penalty 3528.118486 = -178453.139655
  nChanged 1
		SP:Iteration 31Q (1387.440000 sec): 3 clusters
  Score: Raw -181983.725850 + Penalty 3528.118486 = -178455.607364
  nChanged 2
		SP:Iteration 32Q (1387.440000 sec): 3 clusters
  Score: Raw -181988.164019 + Penalty 3528.118486 = -178460.045533
  nChanged 0
		SP:Iteration 33F (1387.450000 sec): 3 clusters
  Score: Raw -181988.164019 + Penalty 3528.118486 = -178460.045533
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.450000 sec): 2 clusters
  Score: Raw -19657.883103 + Penalty 1261.723891 = -18396.159212
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.450000 sec): 3 clusters
  Score: Raw -20030.423812 + Penalty 2523.447782 = -17506.976030
  nChanged 19
		SP:Iteration 1F (1387.450000 sec): 3 clusters
  Score: Raw -20106.452655 + Penalty 2523.447782 = -17583.004872
  nChanged 1
		SP:Iteration 2Q (1387.450000 sec): 3 clusters
  Score: Raw -20109.585120 + Penalty 2523.447782 = -17586.137338
  nChanged 1
		SP:Iteration 3Q (1387.450000 sec): 3 clusters
  Score: Raw -20111.547756 + Penalty 2523.447782 = -17588.099974
  nChanged 0
		SP:Iteration 4F (1387.450000 sec): 3 clusters
  Score: Raw -20111.547756 + Penalty 2523.447782 = -17588.099974
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (1722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.460000 sec): 2 clusters
  Score: Raw -252801.940712 + Penalty 1847.907938 = -250954.032775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.470000 sec): 3 clusters
  Score: Raw -252197.418165 + Penalty 3695.815876 = -248501.602289
  nChanged 528
		SP:Iteration 1F (1387.470000 sec): 3 clusters
  Score: Raw -252615.265587 + Penalty 3695.815876 = -248919.449711
  nChanged 108
		SP:Iteration 2F (1387.480000 sec): 3 clusters
  Score: Raw -252710.813907 + Penalty 3695.815876 = -249014.998032
  nChanged 66
		SP:Iteration 3Q (1387.490000 sec): 3 clusters
  Score: Raw -252769.012483 + Penalty 3695.815876 = -249073.196607
  nChanged 43
		SP:Iteration 4Q (1387.490000 sec): 3 clusters
  Score: Raw -252811.139535 + Penalty 3695.815876 = -249115.323660
  nChanged 35
		SP:Iteration 5Q (1387.500000 sec): 3 clusters
  Score: Raw -252848.598906 + Penalty 3695.815876 = -249152.783030
  nChanged 30
		SP:Iteration 6Q (1387.510000 sec): 3 clusters
  Score: Raw -252882.185668 + Penalty 3695.815876 = -249186.369792
  nChanged 31
		SP:Iteration 7Q (1387.510000 sec): 3 clusters
  Score: Raw -252905.783035 + Penalty 3695.815876 = -249209.967160
  nChanged 13
		SP:Iteration 8Q (1387.520000 sec): 3 clusters
  Score: Raw -252916.407796 + Penalty 3695.815876 = -249220.591920
  nChanged 7
		SP:Iteration 9Q (1387.530000 sec): 3 clusters
  Score: Raw -252925.394562 + Penalty 3695.815876 = -249229.578687
  nChanged 11
		SP:Iteration 10Q (1387.530000 sec): 3 clusters
  Score: Raw -252935.454040 + Penalty 3695.815876 = -249239.638164
  nChanged 16
		SP:Iteration 11Q (1387.540000 sec): 3 clusters
  Score: Raw -252950.382177 + Penalty 3695.815876 = -249254.566301
  nChanged 12
		SP:Iteration 12Q (1387.550000 sec): 3 clusters
  Score: Raw -252958.858975 + Penalty 3695.815876 = -249263.043099
  nChanged 9
		SP:Iteration 13Q (1387.550000 sec): 3 clusters
  Score: Raw -252966.065100 + Penalty 3695.815876 = -249270.249224
  nChanged 7
		SP:Iteration 14Q (1387.560000 sec): 3 clusters
  Score: Raw -252971.253974 + Penalty 3695.815876 = -249275.438099
  nChanged 9
		SP:Iteration 15Q (1387.570000 sec): 3 clusters
  Score: Raw -252981.353809 + Penalty 3695.815876 = -249285.537933
  nChanged 11
		SP:Iteration 16Q (1387.570000 sec): 3 clusters
  Score: Raw -252990.981509 + Penalty 3695.815876 = -249295.165633
  nChanged 11
		SP:Iteration 17Q (1387.580000 sec): 3 clusters
  Score: Raw -252997.645740 + Penalty 3695.815876 = -249301.829864
  nChanged 8
		SP:Iteration 18Q (1387.590000 sec): 3 clusters
  Score: Raw -253003.991678 + Penalty 3695.815876 = -249308.175802
  nChanged 7
		SP:Iteration 19Q (1387.590000 sec): 3 clusters
  Score: Raw -253009.600149 + Penalty 3695.815876 = -249313.784274
  nChanged 12
		SP:Iteration 20F (1387.600000 sec): 3 clusters
  Score: Raw -253019.782616 + Penalty 3695.815876 = -249323.966740
  nChanged 10
		SP:Iteration 21Q (1387.610000 sec): 3 clusters
  Score: Raw -253030.196745 + Penalty 3695.815876 = -249334.380869
  nChanged 5
		SP:Iteration 22Q (1387.610000 sec): 3 clusters
  Score: Raw -253033.653931 + Penalty 3695.815876 = -249337.838055
  nChanged 6
		SP:Iteration 23Q (1387.620000 sec): 3 clusters
  Score: Raw -253037.052005 + Penalty 3695.815876 = -249341.236129
  nChanged 5
		SP:Iteration 24Q (1387.630000 sec): 3 clusters
  Score: Raw -253039.225459 + Penalty 3695.815876 = -249343.409584
  nChanged 3
		SP:Iteration 25Q (1387.630000 sec): 3 clusters
  Score: Raw -253041.036654 + Penalty 3695.815876 = -249345.220778
  nChanged 1
		SP:Iteration 26Q (1387.640000 sec): 3 clusters
  Score: Raw -253042.384511 + Penalty 3695.815876 = -249346.568635
  nChanged 2
		SP:Iteration 27Q (1387.650000 sec): 3 clusters
  Score: Raw -253045.337257 + Penalty 3695.815876 = -249349.521382
  nChanged 2
		SP:Iteration 28Q (1387.650000 sec): 3 clusters
  Score: Raw -253046.864998 + Penalty 3695.815876 = -249351.049122
  nChanged 3
		SP:Iteration 29Q (1387.660000 sec): 3 clusters
  Score: Raw -253048.162222 + Penalty 3695.815876 = -249352.346346
  nChanged 0
		SP:Iteration 30F (1387.670000 sec): 3 clusters
  Score: Raw -253048.162222 + Penalty 3695.815876 = -249352.346346
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.670000 sec): 2 clusters
  Score: Raw -74732.100178 + Penalty 1557.538168 = -73174.562010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.670000 sec): 3 clusters
  Score: Raw -74765.250823 + Penalty 3115.076336 = -71650.174487
  nChanged 104
		SP:Iteration 1F (1387.680000 sec): 3 clusters
  Score: Raw -75015.226424 + Penalty 3115.076336 = -71900.150088
  nChanged 38
		SP:Iteration 2F (1387.680000 sec): 3 clusters
  Score: Raw -75140.563684 + Penalty 3115.076336 = -72025.487348
  nChanged 28
		SP:Iteration 3F (1387.680000 sec): 3 clusters
  Score: Raw -75269.071244 + Penalty 3115.076336 = -72153.994908
  nChanged 22
		SP:Iteration 4Q (1387.680000 sec): 3 clusters
  Score: Raw -75414.447062 + Penalty 3115.076336 = -72299.370726
  nChanged 16
		SP:Iteration 5Q (1387.690000 sec): 3 clusters
  Score: Raw -75524.450144 + Penalty 3115.076336 = -72409.373808
  nChanged 13
		SP:Iteration 6Q (1387.690000 sec): 3 clusters
  Score: Raw -75574.158085 + Penalty 3115.076336 = -72459.081749
  nChanged 8
		SP:Iteration 7Q (1387.690000 sec): 3 clusters
  Score: Raw -75597.912816 + Penalty 3115.076336 = -72482.836480
  nChanged 6
		SP:Iteration 8Q (1387.690000 sec): 3 clusters
  Score: Raw -75625.671418 + Penalty 3115.076336 = -72510.595082
  nChanged 3
		SP:Iteration 9Q (1387.690000 sec): 3 clusters
  Score: Raw -75637.477559 + Penalty 3115.076336 = -72522.401223
  nChanged 2
		SP:Iteration 10Q (1387.690000 sec): 3 clusters
  Score: Raw -75650.148358 + Penalty 3115.076336 = -72535.072022
  nChanged 1
		SP:Iteration 11Q (1387.690000 sec): 3 clusters
  Score: Raw -75652.201013 + Penalty 3115.076336 = -72537.124677
  nChanged 1
		SP:Iteration 12Q (1387.700000 sec): 3 clusters
  Score: Raw -75653.515292 + Penalty 3115.076336 = -72538.438956
  nChanged 0
		SP:Iteration 13F (1387.700000 sec): 3 clusters
  Score: Raw -75653.515292 + Penalty 3115.076336 = -72538.438956
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.770000 sec): 2 clusters
  Score: Raw -2390839.066219 + Penalty 2420.241833 = -2388418.824387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.830000 sec): 3 clusters
  Score: Raw -2380920.316850 + Penalty 4840.483665 = -2376079.833185
  nChanged 7456
		SP:Iteration 1F (1387.910000 sec): 3 clusters
  Score: Raw -2384977.357231 + Penalty 4840.483665 = -2380136.873565
  nChanged 1113
		SP:Iteration 2F (1387.970000 sec): 3 clusters
  Score: Raw -2385548.319265 + Penalty 4840.483665 = -2380707.835599
  nChanged 1054
		SP:Iteration 3F (1388.050000 sec): 3 clusters
  Score: Raw -2386133.373628 + Penalty 4840.483665 = -2381292.889963
  nChanged 1002
		SP:Iteration 4F (1388.110000 sec): 3 clusters
  Score: Raw -2386717.731660 + Penalty 4840.483665 = -2381877.247994
  nChanged 987
		SP:Iteration 5F (1388.190000 sec): 3 clusters
  Score: Raw -2387319.872669 + Penalty 4840.483665 = -2382479.389003
  nChanged 935
		SP:Iteration 6F (1388.260000 sec): 3 clusters
  Score: Raw -2387922.786038 + Penalty 4840.483665 = -2383082.302372
  nChanged 889
		SP:Iteration 7F (1388.330000 sec): 3 clusters
  Score: Raw -2388493.386732 + Penalty 4840.483665 = -2383652.903066
  nChanged 783
		SP:Iteration 8Q (1388.400000 sec): 3 clusters
  Score: Raw -2388971.319161 + Penalty 4840.483665 = -2384130.835496
  nChanged 673
		SP:Iteration 9Q (1388.470000 sec): 3 clusters
  Score: Raw -2389332.097728 + Penalty 4840.483665 = -2384491.614062
  nChanged 526
		SP:Iteration 10Q (1388.530000 sec): 3 clusters
  Score: Raw -2389548.036670 + Penalty 4840.483665 = -2384707.553004
  nChanged 372
		SP:Iteration 11Q (1388.600000 sec): 3 clusters
  Score: Raw -2389662.046623 + Penalty 4840.483665 = -2384821.562957
  nChanged 259
		SP:Iteration 12Q (1388.670000 sec): 3 clusters
  Score: Raw -2389731.369710 + Penalty 4840.483665 = -2384890.886044
  nChanged 189
		SP:Iteration 13Q (1388.740000 sec): 3 clusters
  Score: Raw -2389775.082432 + Penalty 4840.483665 = -2384934.598767
  nChanged 149
		SP:Iteration 14Q (1388.810000 sec): 3 clusters
  Score: Raw -2389810.192017 + Penalty 4840.483665 = -2384969.708352
  nChanged 136
		SP:Iteration 15Q (1388.870000 sec): 3 clusters
  Score: Raw -2389843.352918 + Penalty 4840.483665 = -2385002.869253
  nChanged 144
		SP:Iteration 16Q (1388.940000 sec): 3 clusters
  Score: Raw -2389874.122006 + Penalty 4840.483665 = -2385033.638341
  nChanged 117
		SP:Iteration 17Q (1389.010000 sec): 3 clusters
  Score: Raw -2389897.679713 + Penalty 4840.483665 = -2385057.196047
  nChanged 111
		SP:Iteration 18Q (1389.080000 sec): 3 clusters
  Score: Raw -2389918.826190 + Penalty 4840.483665 = -2385078.342524
  nChanged 99
		SP:Iteration 19Q (1389.140000 sec): 3 clusters
  Score: Raw -2389936.277049 + Penalty 4840.483665 = -2385095.793383
  nChanged 74
		SP:Iteration 20F (1389.210000 sec): 3 clusters
  Score: Raw -2389949.907647 + Penalty 4840.483665 = -2385109.423982
  nChanged 78
		SP:Iteration 21Q (1389.280000 sec): 3 clusters
  Score: Raw -2389967.380722 + Penalty 4840.483665 = -2385126.897057
  nChanged 95
		SP:Iteration 22Q (1389.350000 sec): 3 clusters
  Score: Raw -2389988.077485 + Penalty 4840.483665 = -2385147.593820
  nChanged 97
		SP:Iteration 23Q (1389.410000 sec): 3 clusters
  Score: Raw -2390008.539236 + Penalty 4840.483665 = -2385168.055571
  nChanged 91
		SP:Iteration 24Q (1389.480000 sec): 3 clusters
  Score: Raw -2390027.267910 + Penalty 4840.483665 = -2385186.784245
  nChanged 88
		SP:Iteration 25Q (1389.550000 sec): 3 clusters
  Score: Raw -2390044.987131 + Penalty 4840.483665 = -2385204.503465
  nChanged 76
		SP:Iteration 26Q (1389.620000 sec): 3 clusters
  Score: Raw -2390061.133324 + Penalty 4840.483665 = -2385220.649658
  nChanged 88
		SP:Iteration 27Q (1389.680000 sec): 3 clusters
  Score: Raw -2390079.859570 + Penalty 4840.483665 = -2385239.375904
  nChanged 87
		SP:Iteration 28Q (1389.750000 sec): 3 clusters
  Score: Raw -2390095.151377 + Penalty 4840.483665 = -2385254.667712
  nChanged 82
		SP:Iteration 29Q (1389.810000 sec): 3 clusters
  Score: Raw -2390110.289886 + Penalty 4840.483665 = -2385269.806221
  nChanged 72
		SP:Iteration 30Q (1389.880000 sec): 3 clusters
  Score: Raw -2390123.836080 + Penalty 4840.483665 = -2385283.352415
  nChanged 76
		SP:Iteration 31Q (1389.950000 sec): 3 clusters
  Score: Raw -2390138.027748 + Penalty 4840.483665 = -2385297.544083
  nChanged 72
		SP:Iteration 32Q (1390.010000 sec): 3 clusters
  Score: Raw -2390151.769153 + Penalty 4840.483665 = -2385311.285488
  nChanged 62
		SP:Iteration 33Q (1390.090000 sec): 3 clusters
  Score: Raw -2390163.417318 + Penalty 4840.483665 = -2385322.933652
  nChanged 61
		SP:Iteration 34Q (1390.150000 sec): 3 clusters
  Score: Raw -2390174.065060 + Penalty 4840.483665 = -2385333.581394
  nChanged 54
		SP:Iteration 35Q (1390.230000 sec): 3 clusters
  Score: Raw -2390180.810446 + Penalty 4840.483665 = -2385340.326780
  nChanged 41
		SP:Iteration 36Q (1390.300000 sec): 3 clusters
  Score: Raw -2390186.463046 + Penalty 4840.483665 = -2385345.979381
  nChanged 45
		SP:Iteration 37Q (1390.370000 sec): 3 clusters
  Score: Raw -2390193.307073 + Penalty 4840.483665 = -2385352.823408
  nChanged 43
		SP:Iteration 38Q (1390.430000 sec): 3 clusters
  Score: Raw -2390199.143659 + Penalty 4840.483665 = -2385358.659994
  nChanged 38
		SP:Iteration 39Q (1390.500000 sec): 3 clusters
  Score: Raw -2390204.645651 + Penalty 4840.483665 = -2385364.161985
  nChanged 38
		SP:Iteration 40F (1390.570000 sec): 3 clusters
  Score: Raw -2390209.927976 + Penalty 4840.483665 = -2385369.444311
  nChanged 32
		SP:Iteration 41Q (1390.640000 sec): 3 clusters
  Score: Raw -2390213.798028 + Penalty 4840.483665 = -2385373.314362
  nChanged 31
		SP:Iteration 42Q (1390.710000 sec): 3 clusters
  Score: Raw -2390217.504390 + Penalty 4840.483665 = -2385377.020725
  nChanged 37
		SP:Iteration 43Q (1390.780000 sec): 3 clusters
  Score: Raw -2390221.767394 + Penalty 4840.483665 = -2385381.283728
  nChanged 28
		SP:Iteration 44Q (1390.850000 sec): 3 clusters
  Score: Raw -2390225.794094 + Penalty 4840.483665 = -2385385.310429
  nChanged 33
		SP:Iteration 45Q (1390.920000 sec): 3 clusters
  Score: Raw -2390231.741895 + Penalty 4840.483665 = -2385391.258229
  nChanged 42
		SP:Iteration 46Q (1390.990000 sec): 3 clusters
  Score: Raw -2390238.967656 + Penalty 4840.483665 = -2385398.483990
  nChanged 34
		SP:Iteration 47Q (1391.060000 sec): 3 clusters
  Score: Raw -2390243.741206 + Penalty 4840.483665 = -2385403.257541
  nChanged 40
		SP:Iteration 48Q (1391.130000 sec): 3 clusters
  Score: Raw -2390251.082021 + Penalty 4840.483665 = -2385410.598355
  nChanged 41
		SP:Iteration 49Q (1391.190000 sec): 3 clusters
  Score: Raw -2390258.005304 + Penalty 4840.483665 = -2385417.521638
  nChanged 42
		SP:Iteration 50Q (1391.260000 sec): 3 clusters
  Score: Raw -2390264.058748 + Penalty 4840.483665 = -2385423.575082
  nChanged 48
		SP:Iteration 51Q (1391.330000 sec): 3 clusters
  Score: Raw -2390271.460172 + Penalty 4840.483665 = -2385430.976506
  nChanged 40
		SP:Iteration 52Q (1391.390000 sec): 3 clusters
  Score: Raw -2390277.159287 + Penalty 4840.483665 = -2385436.675622
  nChanged 36
		SP:Iteration 53Q (1391.460000 sec): 3 clusters
  Score: Raw -2390282.024977 + Penalty 4840.483665 = -2385441.541311
  nChanged 39
		SP:Iteration 54Q (1391.530000 sec): 3 clusters
  Score: Raw -2390288.106479 + Penalty 4840.483665 = -2385447.622813
  nChanged 37
		SP:Iteration 55Q (1391.600000 sec): 3 clusters
  Score: Raw -2390292.615637 + Penalty 4840.483665 = -2385452.131971
  nChanged 29
		SP:Iteration 56Q (1391.670000 sec): 3 clusters
  Score: Raw -2390296.458454 + Penalty 4840.483665 = -2385455.974789
  nChanged 27
		SP:Iteration 57Q (1391.730000 sec): 3 clusters
  Score: Raw -2390299.665157 + Penalty 4840.483665 = -2385459.181491
  nChanged 22
		SP:Iteration 58Q (1391.800000 sec): 3 clusters
  Score: Raw -2390301.885778 + Penalty 4840.483665 = -2385461.402113
  nChanged 15
		SP:Iteration 59Q (1391.870000 sec): 3 clusters
  Score: Raw -2390303.435826 + Penalty 4840.483665 = -2385462.952161
  nChanged 15
		SP:Iteration 60F (1391.930000 sec): 3 clusters
  Score: Raw -2390305.215109 + Penalty 4840.483665 = -2385464.731444
  nChanged 15
		SP:Iteration 61Q (1392.000000 sec): 3 clusters
  Score: Raw -2390306.878635 + Penalty 4840.483665 = -2385466.394970
  nChanged 21
		SP:Iteration 62Q (1392.070000 sec): 3 clusters
  Score: Raw -2390309.268922 + Penalty 4840.483665 = -2385468.785257
  nChanged 22
		SP:Iteration 63Q (1392.130000 sec): 3 clusters
  Score: Raw -2390312.162755 + Penalty 4840.483665 = -2385471.679090
  nChanged 22
		SP:Iteration 64Q (1392.200000 sec): 3 clusters
  Score: Raw -2390314.183551 + Penalty 4840.483665 = -2385473.699885
  nChanged 20
		SP:Iteration 65Q (1392.270000 sec): 3 clusters
  Score: Raw -2390316.041092 + Penalty 4840.483665 = -2385475.557426
  nChanged 20
		SP:Iteration 66Q (1392.330000 sec): 3 clusters
  Score: Raw -2390317.850510 + Penalty 4840.483665 = -2385477.366845
  nChanged 14
		SP:Iteration 67Q (1392.400000 sec): 3 clusters
  Score: Raw -2390319.308549 + Penalty 4840.483665 = -2385478.824883
  nChanged 15
		SP:Iteration 68Q (1392.470000 sec): 3 clusters
  Score: Raw -2390320.417410 + Penalty 4840.483665 = -2385479.933745
  nChanged 11
		SP:Iteration 69Q (1392.540000 sec): 3 clusters
  Score: Raw -2390321.605445 + Penalty 4840.483665 = -2385481.121780
  nChanged 10
		SP:Iteration 70Q (1392.610000 sec): 3 clusters
  Score: Raw -2390323.021065 + Penalty 4840.483665 = -2385482.537400
  nChanged 15
		SP:Iteration 71Q (1392.670000 sec): 3 clusters
  Score: Raw -2390325.155073 + Penalty 4840.483665 = -2385484.671407
  nChanged 23
		SP:Iteration 72Q (1392.740000 sec): 3 clusters
  Score: Raw -2390328.278873 + Penalty 4840.483665 = -2385487.795208
  nChanged 31
		SP:Iteration 73Q (1392.800000 sec): 3 clusters
  Score: Raw -2390332.665312 + Penalty 4840.483665 = -2385492.181646
  nChanged 44
		SP:Iteration 74Q (1392.870000 sec): 3 clusters
  Score: Raw -2390339.636064 + Penalty 4840.483665 = -2385499.152399
  nChanged 50
		SP:Iteration 75Q (1392.940000 sec): 3 clusters
  Score: Raw -2390347.168771 + Penalty 4840.483665 = -2385506.685105
  nChanged 47
		SP:Iteration 76Q (1393.000000 sec): 3 clusters
  Score: Raw -2390354.380578 + Penalty 4840.483665 = -2385513.896913
  nChanged 55
		SP:Iteration 77Q (1393.070000 sec): 3 clusters
  Score: Raw -2390363.303493 + Penalty 4840.483665 = -2385522.819827
  nChanged 56
		SP:Iteration 78Q (1393.140000 sec): 3 clusters
  Score: Raw -2390371.624402 + Penalty 4840.483665 = -2385531.140737
  nChanged 60
		SP:Iteration 79Q (1393.210000 sec): 3 clusters
  Score: Raw -2390381.670565 + Penalty 4840.483665 = -2385541.186899
  nChanged 60
		SP:Iteration 80F (1393.280000 sec): 3 clusters
  Score: Raw -2390393.434924 + Penalty 4840.483665 = -2385552.951258
  nChanged 86
		SP:Iteration 81Q (1393.340000 sec): 3 clusters
  Score: Raw -2390409.737433 + Penalty 4840.483665 = -2385569.253768
  nChanged 87
		SP:Iteration 82Q (1393.410000 sec): 3 clusters
  Score: Raw -2390426.725481 + Penalty 4840.483665 = -2385586.241815
  nChanged 88
		SP:Iteration 83Q (1393.480000 sec): 3 clusters
  Score: Raw -2390443.368880 + Penalty 4840.483665 = -2385602.885215
  nChanged 64
		SP:Iteration 84Q (1393.540000 sec): 3 clusters
  Score: Raw -2390456.772352 + Penalty 4840.483665 = -2385616.288686
  nChanged 69
		SP:Iteration 85Q (1393.610000 sec): 3 clusters
  Score: Raw -2390470.815352 + Penalty 4840.483665 = -2385630.331686
  nChanged 54
		SP:Iteration 86Q (1393.670000 sec): 3 clusters
  Score: Raw -2390479.655954 + Penalty 4840.483665 = -2385639.172289
  nChanged 47
		SP:Iteration 87Q (1393.740000 sec): 3 clusters
  Score: Raw -2390487.099998 + Penalty 4840.483665 = -2385646.616332
  nChanged 43
		SP:Iteration 88Q (1393.810000 sec): 3 clusters
  Score: Raw -2390494.186141 + Penalty 4840.483665 = -2385653.702475
  nChanged 53
		SP:Iteration 89Q (1393.870000 sec): 3 clusters
  Score: Raw -2390504.598099 + Penalty 4840.483665 = -2385664.114434
  nChanged 50
		SP:Iteration 90Q (1393.940000 sec): 3 clusters
  Score: Raw -2390513.982740 + Penalty 4840.483665 = -2385673.499075
  nChanged 54
		SP:Iteration 91Q (1394.010000 sec): 3 clusters
  Score: Raw -2390525.484477 + Penalty 4840.483665 = -2385685.000812
  nChanged 51
		SP:Iteration 92Q (1394.070000 sec): 3 clusters
  Score: Raw -2390534.222279 + Penalty 4840.483665 = -2385693.738614
  nChanged 48
		SP:Iteration 93Q (1394.140000 sec): 3 clusters
  Score: Raw -2390543.205108 + Penalty 4840.483665 = -2385702.721442
  nChanged 54
		SP:Iteration 94Q (1394.210000 sec): 3 clusters
  Score: Raw -2390551.449945 + Penalty 4840.483665 = -2385710.966279
  nChanged 61
		SP:Iteration 95Q (1394.270000 sec): 3 clusters
  Score: Raw -2390561.201465 + Penalty 4840.483665 = -2385720.717799
  nChanged 54
		SP:Iteration 96Q (1394.330000 sec): 3 clusters
  Score: Raw -2390569.298861 + Penalty 4840.483665 = -2385728.815195
  nChanged 45
		SP:Iteration 97Q (1394.400000 sec): 3 clusters
  Score: Raw -2390575.664925 + Penalty 4840.483665 = -2385735.181259
  nChanged 41
		SP:Iteration 98Q (1394.470000 sec): 3 clusters
  Score: Raw -2390580.794318 + Penalty 4840.483665 = -2385740.310652
  nChanged 39
		SP:Iteration 99Q (1394.530000 sec): 3 clusters
  Score: Raw -2390585.723096 + Penalty 4840.483665 = -2385745.239430
  nChanged 28
		SP:Iteration 100F (1394.600000 sec): 3 clusters
  Score: Raw -2390589.052794 + Penalty 4840.483665 = -2385748.569129
  nChanged 26
		SP:Iteration 101Q (1394.670000 sec): 3 clusters
  Score: Raw -2390593.611184 + Penalty 4840.483665 = -2385753.127519
  nChanged 42
		SP:Iteration 102Q (1394.740000 sec): 3 clusters
  Score: Raw -2390602.121208 + Penalty 4840.483665 = -2385761.637543
  nChanged 53
		SP:Iteration 103Q (1394.800000 sec): 3 clusters
  Score: Raw -2390611.321348 + Penalty 4840.483665 = -2385770.837683
  nChanged 56
		SP:Iteration 104Q (1394.870000 sec): 3 clusters
  Score: Raw -2390620.840683 + Penalty 4840.483665 = -2385780.357017
  nChanged 49
		SP:Iteration 105Q (1394.930000 sec): 3 clusters
  Score: Raw -2390628.126224 + Penalty 4840.483665 = -2385787.642558
  nChanged 41
		SP:Iteration 106Q (1395.000000 sec): 3 clusters
  Score: Raw -2390634.124281 + Penalty 4840.483665 = -2385793.640615
  nChanged 38
		SP:Iteration 107Q (1395.070000 sec): 3 clusters
  Score: Raw -2390639.209285 + Penalty 4840.483665 = -2385798.725619
  nChanged 27
		SP:Iteration 108Q (1395.130000 sec): 3 clusters
  Score: Raw -2390642.473042 + Penalty 4840.483665 = -2385801.989377
  nChanged 22
		SP:Iteration 109Q (1395.200000 sec): 3 clusters
  Score: Raw -2390645.310885 + Penalty 4840.483665 = -2385804.827219
  nChanged 27
		SP:Iteration 110Q (1395.270000 sec): 3 clusters
  Score: Raw -2390648.423845 + Penalty 4840.483665 = -2385807.940179
  nChanged 20
		SP:Iteration 111Q (1395.330000 sec): 3 clusters
  Score: Raw -2390650.485546 + Penalty 4840.483665 = -2385810.001880
  nChanged 14
		SP:Iteration 112Q (1395.390000 sec): 3 clusters
  Score: Raw -2390651.742189 + Penalty 4840.483665 = -2385811.258524
  nChanged 11
		SP:Iteration 113Q (1395.460000 sec): 3 clusters
  Score: Raw -2390652.713884 + Penalty 4840.483665 = -2385812.230218
  nChanged 11
		SP:Iteration 114Q (1395.530000 sec): 3 clusters
  Score: Raw -2390654.022556 + Penalty 4840.483665 = -2385813.538890
  nChanged 9
		SP:Iteration 115Q (1395.590000 sec): 3 clusters
  Score: Raw -2390655.220621 + Penalty 4840.483665 = -2385814.736956
  nChanged 16
		SP:Iteration 116Q (1395.660000 sec): 3 clusters
  Score: Raw -2390657.008570 + Penalty 4840.483665 = -2385816.524904
  nChanged 16
		SP:Iteration 117Q (1395.720000 sec): 3 clusters
  Score: Raw -2390658.693336 + Penalty 4840.483665 = -2385818.209670
  nChanged 23
		SP:Iteration 118Q (1395.790000 sec): 3 clusters
  Score: Raw -2390661.710459 + Penalty 4840.483665 = -2385821.226794
  nChanged 37
		SP:Iteration 119Q (1395.850000 sec): 3 clusters
  Score: Raw -2390668.725975 + Penalty 4840.483665 = -2385828.242310
  nChanged 45
		SP:Iteration 120F (1395.920000 sec): 3 clusters
  Score: Raw -2390676.230059 + Penalty 4840.483665 = -2385835.746393
  nChanged 41
		SP:Iteration 121Q (1395.990000 sec): 3 clusters
  Score: Raw -2390682.606235 + Penalty 4840.483665 = -2385842.122569
  nChanged 38
		SP:Iteration 122Q (1396.050000 sec): 3 clusters
  Score: Raw -2390689.076736 + Penalty 4840.483665 = -2385848.593070
  nChanged 51
		SP:Iteration 123Q (1396.120000 sec): 3 clusters
  Score: Raw -2390698.347392 + Penalty 4840.483665 = -2385857.863727
  nChanged 45
		SP:Iteration 124Q (1396.190000 sec): 3 clusters
  Score: Raw -2390707.547016 + Penalty 4840.483665 = -2385867.063351
  nChanged 55
		SP:Iteration 125Q (1396.250000 sec): 3 clusters
  Score: Raw -2390716.555542 + Penalty 4840.483665 = -2385876.071877
  nChanged 50
		SP:Iteration 126Q (1396.310000 sec): 3 clusters
  Score: Raw -2390723.517900 + Penalty 4840.483665 = -2385883.034235
  nChanged 39
		SP:Iteration 127Q (1396.380000 sec): 3 clusters
  Score: Raw -2390728.809282 + Penalty 4840.483665 = -2385888.325616
  nChanged 33
		SP:Iteration 128Q (1396.450000 sec): 3 clusters
  Score: Raw -2390732.266559 + Penalty 4840.483665 = -2385891.782894
  nChanged 22
		SP:Iteration 129Q (1396.510000 sec): 3 clusters
  Score: Raw -2390734.678350 + Penalty 4840.483665 = -2385894.194684
  nChanged 13
		SP:Iteration 130Q (1396.580000 sec): 3 clusters
  Score: Raw -2390736.389783 + Penalty 4840.483665 = -2385895.906117
  nChanged 15
		SP:Iteration 131Q (1396.650000 sec): 3 clusters
  Score: Raw -2390738.113757 + Penalty 4840.483665 = -2385897.630091
  nChanged 12
		SP:Iteration 132Q (1396.710000 sec): 3 clusters
  Score: Raw -2390739.061354 + Penalty 4840.483665 = -2385898.577689
  nChanged 8
		SP:Iteration 133Q (1396.770000 sec): 3 clusters
  Score: Raw -2390739.995961 + Penalty 4840.483665 = -2385899.512296
  nChanged 8
		SP:Iteration 134Q (1396.840000 sec): 3 clusters
  Score: Raw -2390740.620301 + Penalty 4840.483665 = -2385900.136635
  nChanged 6
		SP:Iteration 135Q (1396.910000 sec): 3 clusters
  Score: Raw -2390741.212557 + Penalty 4840.483665 = -2385900.728892
  nChanged 7
		SP:Iteration 136Q (1396.970000 sec): 3 clusters
  Score: Raw -2390741.747810 + Penalty 4840.483665 = -2385901.264144
  nChanged 3
		SP:Iteration 137Q (1397.030000 sec): 3 clusters
  Score: Raw -2390742.003525 + Penalty 4840.483665 = -2385901.519860
  nChanged 3
		SP:Iteration 138Q (1397.100000 sec): 3 clusters
  Score: Raw -2390742.259683 + Penalty 4840.483665 = -2385901.776018
  nChanged 2
		SP:Iteration 139Q (1397.170000 sec): 3 clusters
  Score: Raw -2390742.491834 + Penalty 4840.483665 = -2385902.008169
  nChanged 3
		SP:Iteration 140F (1397.240000 sec): 3 clusters
  Score: Raw -2390742.620840 + Penalty 4840.483665 = -2385902.137174
  nChanged 3
		SP:Iteration 141Q (1397.310000 sec): 3 clusters
  Score: Raw -2390742.936268 + Penalty 4840.483665 = -2385902.452603
  nChanged 7
		SP:Iteration 142Q (1397.380000 sec): 3 clusters
  Score: Raw -2390743.506837 + Penalty 4840.483665 = -2385903.023172
  nChanged 4
		SP:Iteration 143Q (1397.450000 sec): 3 clusters
  Score: Raw -2390743.816186 + Penalty 4840.483665 = -2385903.332521
  nChanged 7
		SP:Iteration 144Q (1397.510000 sec): 3 clusters
  Score: Raw -2390744.387031 + Penalty 4840.483665 = -2385903.903365
  nChanged 3
		SP:Iteration 145Q (1397.580000 sec): 3 clusters
  Score: Raw -2390744.594856 + Penalty 4840.483665 = -2385904.111191
  nChanged 4
		SP:Iteration 146Q (1397.650000 sec): 3 clusters
  Score: Raw -2390744.893778 + Penalty 4840.483665 = -2385904.410113
  nChanged 1
		SP:Iteration 147Q (1397.720000 sec): 3 clusters
  Score: Raw -2390744.962562 + Penalty 4840.483665 = -2385904.478897
  nChanged 3
		SP:Iteration 148Q (1397.780000 sec): 3 clusters
  Score: Raw -2390745.234666 + Penalty 4840.483665 = -2385904.751000
  nChanged 2
		SP:Iteration 149Q (1397.850000 sec): 3 clusters
  Score: Raw -2390745.464360 + Penalty 4840.483665 = -2385904.980694
  nChanged 1
		SP:Iteration 150Q (1397.920000 sec): 3 clusters
  Score: Raw -2390745.569044 + Penalty 4840.483665 = -2385905.085378
  nChanged 2
		SP:Iteration 151Q (1397.990000 sec): 3 clusters
  Score: Raw -2390745.689544 + Penalty 4840.483665 = -2385905.205879
  nChanged 2
		SP:Iteration 152Q (1398.050000 sec): 3 clusters
  Score: Raw -2390745.784966 + Penalty 4840.483665 = -2385905.301301
  nChanged 0
		SP:Iteration 153F (1398.130000 sec): 3 clusters
  Score: Raw -2390745.784966 + Penalty 4840.483665 = -2385905.301301
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1398.160000 sec): 2 clusters
  Score: Raw -1069811.055681 + Penalty 2205.844218 = -1067605.211463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1398.190000 sec): 3 clusters
  Score: Raw -1066013.165850 + Penalty 4411.688435 = -1061601.477414
  nChanged 2971
		SP:Iteration 1F (1398.220000 sec): 3 clusters
  Score: Raw -1067635.668238 + Penalty 4411.688435 = -1063223.979802
  nChanged 527
		SP:Iteration 2F (1398.250000 sec): 3 clusters
  Score: Raw -1067921.261537 + Penalty 4411.688435 = -1063509.573102
  nChanged 416
		SP:Iteration 3F (1398.270000 sec): 3 clusters
  Score: Raw -1068174.624943 + Penalty 4411.688435 = -1063762.936507
  nChanged 388
		SP:Iteration 4F (1398.310000 sec): 3 clusters
  Score: Raw -1068416.927161 + Penalty 4411.688435 = -1064005.238726
  nChanged 347
		SP:Iteration 5Q (1398.330000 sec): 3 clusters
  Score: Raw -1068647.877843 + Penalty 4411.688435 = -1064236.189408
  nChanged 339
		SP:Iteration 6Q (1398.370000 sec): 3 clusters
  Score: Raw -1068863.029773 + Penalty 4411.688435 = -1064451.341338
  nChanged 316
		SP:Iteration 7Q (1398.390000 sec): 3 clusters
  Score: Raw -1069052.208821 + Penalty 4411.688435 = -1064640.520386
  nChanged 267
		SP:Iteration 8Q (1398.420000 sec): 3 clusters
  Score: Raw -1069186.226203 + Penalty 4411.688435 = -1064774.537767
  nChanged 192
		SP:Iteration 9Q (1398.450000 sec): 3 clusters
  Score: Raw -1069273.446119 + Penalty 4411.688435 = -1064861.757683
  nChanged 174
		SP:Iteration 10Q (1398.480000 sec): 3 clusters
  Score: Raw -1069356.823869 + Penalty 4411.688435 = -1064945.135434
  nChanged 148
		SP:Iteration 11Q (1398.510000 sec): 3 clusters
  Score: Raw -1069424.154231 + Penalty 4411.688435 = -1065012.465796
  nChanged 107
		SP:Iteration 12Q (1398.540000 sec): 3 clusters
  Score: Raw -1069472.792632 + Penalty 4411.688435 = -1065061.104197
  nChanged 105
		SP:Iteration 13Q (1398.570000 sec): 3 clusters
  Score: Raw -1069524.620020 + Penalty 4411.688435 = -1065112.931585
  nChanged 94
		SP:Iteration 14Q (1398.600000 sec): 3 clusters
  Score: Raw -1069572.626107 + Penalty 4411.688435 = -1065160.937672
  nChanged 91
		SP:Iteration 15Q (1398.630000 sec): 3 clusters
  Score: Raw -1069614.516290 + Penalty 4411.688435 = -1065202.827855
  nChanged 70
		SP:Iteration 16Q (1398.660000 sec): 3 clusters
  Score: Raw -1069649.288088 + Penalty 4411.688435 = -1065237.599653
  nChanged 73
		SP:Iteration 17Q (1398.690000 sec): 3 clusters
  Score: Raw -1069687.000236 + Penalty 4411.688435 = -1065275.311801
  nChanged 79
		SP:Iteration 18Q (1398.710000 sec): 3 clusters
  Score: Raw -1069725.663951 + Penalty 4411.688435 = -1065313.975516
  nChanged 74
		SP:Iteration 19Q (1398.740000 sec): 3 clusters
  Score: Raw -1069766.414823 + Penalty 4411.688435 = -1065354.726388
  nChanged 76
		SP:Iteration 20F (1398.770000 sec): 3 clusters
  Score: Raw -1069801.787449 + Penalty 4411.688435 = -1065390.099014
  nChanged 59
		SP:Iteration 21Q (1398.800000 sec): 3 clusters
  Score: Raw -1069834.189748 + Penalty 4411.688435 = -1065422.501312
  nChanged 63
		SP:Iteration 22Q (1398.830000 sec): 3 clusters
  Score: Raw -1069870.757042 + Penalty 4411.688435 = -1065459.068606
  nChanged 55
		SP:Iteration 23Q (1398.850000 sec): 3 clusters
  Score: Raw -1069902.938228 + Penalty 4411.688435 = -1065491.249793
  nChanged 53
		SP:Iteration 24Q (1398.880000 sec): 3 clusters
  Score: Raw -1069935.439916 + Penalty 4411.688435 = -1065523.751480
  nChanged 55
		SP:Iteration 25Q (1398.910000 sec): 3 clusters
  Score: Raw -1069974.632091 + Penalty 4411.688435 = -1065562.943656
  nChanged 56
		SP:Iteration 26Q (1398.930000 sec): 3 clusters
  Score: Raw -1070021.470363 + Penalty 4411.688435 = -1065609.781927
  nChanged 62
		SP:Iteration 27Q (1398.960000 sec): 3 clusters
  Score: Raw -1070087.691772 + Penalty 4411.688435 = -1065676.003336
  nChanged 60
		SP:Iteration 28Q (1398.990000 sec): 3 clusters
  Score: Raw -1070132.414826 + Penalty 4411.688435 = -1065720.726391
  nChanged 55
		SP:Iteration 29Q (1399.010000 sec): 3 clusters
  Score: Raw -1070171.389786 + Penalty 4411.688435 = -1065759.701351
  nChanged 41
		SP:Iteration 30Q (1399.040000 sec): 3 clusters
  Score: Raw -1070194.522452 + Penalty 4411.688435 = -1065782.834017
  nChanged 35
		SP:Iteration 31Q (1399.060000 sec): 3 clusters
  Score: Raw -1070220.137484 + Penalty 4411.688435 = -1065808.449049
  nChanged 26
		SP:Iteration 32Q (1399.090000 sec): 3 clusters
  Score: Raw -1070237.309538 + Penalty 4411.688435 = -1065825.621103
  nChanged 22
		SP:Iteration 33Q (1399.110000 sec): 3 clusters
  Score: Raw -1070249.622369 + Penalty 4411.688435 = -1065837.933934
  nChanged 25
		SP:Iteration 34Q (1399.130000 sec): 3 clusters
  Score: Raw -1070264.627783 + Penalty 4411.688435 = -1065852.939348
  nChanged 15
		SP:Iteration 35Q (1399.160000 sec): 3 clusters
  Score: Raw -1070274.489048 + Penalty 4411.688435 = -1065862.800612
  nChanged 21
		SP:Iteration 36Q (1399.180000 sec): 3 clusters
  Score: Raw -1070289.354758 + Penalty 4411.688435 = -1065877.666322
  nChanged 14
		SP:Iteration 37Q (1399.210000 sec): 3 clusters
  Score: Raw -1070295.756439 + Penalty 4411.688435 = -1065884.068004
  nChanged 12
		SP:Iteration 38Q (1399.230000 sec): 3 clusters
  Score: Raw -1070301.206926 + Penalty 4411.688435 = -1065889.518491
  nChanged 14
		SP:Iteration 39Q (1399.250000 sec): 3 clusters
  Score: Raw -1070306.614211 + Penalty 4411.688435 = -1065894.925775
  nChanged 12
		SP:Iteration 40F (1399.280000 sec): 3 clusters
  Score: Raw -1070310.999791 + Penalty 4411.688435 = -1065899.311356
  nChanged 6
		SP:Iteration 41Q (1399.310000 sec): 3 clusters
  Score: Raw -1070314.035361 + Penalty 4411.688435 = -1065902.346925
  nChanged 9
		SP:Iteration 42Q (1399.330000 sec): 3 clusters
  Score: Raw -1070319.100690 + Penalty 4411.688435 = -1065907.412254
  nChanged 11
		SP:Iteration 43Q (1399.350000 sec): 3 clusters
  Score: Raw -1070324.107993 + Penalty 4411.688435 = -1065912.419558
  nChanged 7
		SP:Iteration 44Q (1399.380000 sec): 3 clusters
  Score: Raw -1070328.568632 + Penalty 4411.688435 = -1065916.880196
  nChanged 6
		SP:Iteration 45Q (1399.400000 sec): 3 clusters
  Score: Raw -1070332.856731 + Penalty 4411.688435 = -1065921.168295
  nChanged 11
		SP:Iteration 46Q (1399.430000 sec): 3 clusters
  Score: Raw -1070340.854692 + Penalty 4411.688435 = -1065929.166257
  nChanged 17
		SP:Iteration 47Q (1399.450000 sec): 3 clusters
  Score: Raw -1070351.140235 + Penalty 4411.688435 = -1065939.451800
  nChanged 18
		SP:Iteration 48Q (1399.470000 sec): 3 clusters
  Score: Raw -1070358.707690 + Penalty 4411.688435 = -1065947.019255
  nChanged 9
		SP:Iteration 49Q (1399.500000 sec): 3 clusters
  Score: Raw -1070364.017563 + Penalty 4411.688435 = -1065952.329127
  nChanged 8
		SP:Iteration 50Q (1399.520000 sec): 3 clusters
  Score: Raw -1070368.227487 + Penalty 4411.688435 = -1065956.539052
  nChanged 8
		SP:Iteration 51Q (1399.540000 sec): 3 clusters
  Score: Raw -1070372.173405 + Penalty 4411.688435 = -1065960.484969
  nChanged 5
		SP:Iteration 52Q (1399.570000 sec): 3 clusters
  Score: Raw -1070374.169181 + Penalty 4411.688435 = -1065962.480745
  nChanged 3
		SP:Iteration 53Q (1399.590000 sec): 3 clusters
  Score: Raw -1070375.278623 + Penalty 4411.688435 = -1065963.590188
  nChanged 3
		SP:Iteration 54Q (1399.610000 sec): 3 clusters
  Score: Raw -1070376.795834 + Penalty 4411.688435 = -1065965.107399
  nChanged 4
		SP:Iteration 55Q (1399.640000 sec): 3 clusters
  Score: Raw -1070378.662887 + Penalty 4411.688435 = -1065966.974451
  nChanged 6
		SP:Iteration 56Q (1399.660000 sec): 3 clusters
  Score: Raw -1070382.030517 + Penalty 4411.688435 = -1065970.342081
  nChanged 5
		SP:Iteration 57Q (1399.680000 sec): 3 clusters
  Score: Raw -1070384.314597 + Penalty 4411.688435 = -1065972.626162
  nChanged 5
		SP:Iteration 58Q (1399.710000 sec): 3 clusters
  Score: Raw -1070386.288859 + Penalty 4411.688435 = -1065974.600423
  nChanged 2
		SP:Iteration 59Q (1399.730000 sec): 3 clusters
  Score: Raw -1070387.576103 + Penalty 4411.688435 = -1065975.887667
  nChanged 4
		SP:Iteration 60F (1399.760000 sec): 3 clusters
  Score: Raw -1070388.883792 + Penalty 4411.688435 = -1065977.195357
  nChanged 2
		SP:Iteration 61Q (1399.780000 sec): 3 clusters
  Score: Raw -1070389.738426 + Penalty 4411.688435 = -1065978.049990
  nChanged 0
		SP:Iteration 62F (1399.810000 sec): 3 clusters
  Score: Raw -1070389.738426 + Penalty 4411.688435 = -1065978.049990
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (114663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1400.220000 sec): 2 clusters
  Score: Raw -17118507.355092 + Penalty 2889.138662 = -17115618.216430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1400.680000 sec): 3 clusters
  Score: Raw -17044602.106327 + Penalty 5778.277325 = -17038823.829002
  nChanged 54488
		SP:Iteration 1F (1401.130000 sec): 3 clusters
  Score: Raw -17075767.150182 + Penalty 5778.277325 = -17069988.872858
  nChanged 3489
		SP:Iteration 2Q (1401.590000 sec): 3 clusters
  Score: Raw -17076640.540603 + Penalty 5778.277325 = -17070862.263278
  nChanged 3861
		SP:Iteration 3Q (1402.050000 sec): 3 clusters
  Score: Raw -17078075.021595 + Penalty 5778.277325 = -17072296.744270
  nChanged 5047
		SP:Iteration 4Q (1402.520000 sec): 3 clusters
  Score: Raw -17080943.526094 + Penalty 5778.277325 = -17075165.248769
  nChanged 6847
		SP:Iteration 5F (1402.980000 sec): 3 clusters
  Score: Raw -17086112.586224 + Penalty 5778.277325 = -17080334.308900
  nChanged 8752
		SP:Iteration 6F (1403.430000 sec): 3 clusters
  Score: Raw -17093191.280684 + Penalty 5778.277325 = -17087413.003359
  nChanged 9301
		SP:Iteration 7F (1403.880000 sec): 3 clusters
  Score: Raw -17100161.462742 + Penalty 5778.277325 = -17094383.185418
  nChanged 8189
		SP:Iteration 8F (1404.330000 sec): 3 clusters
  Score: Raw -17105369.600975 + Penalty 5778.277325 = -17099591.323651
  nChanged 6347
		SP:Iteration 9F (1404.800000 sec): 3 clusters
  Score: Raw -17108615.194197 + Penalty 5778.277325 = -17102836.916872
  nChanged 4670
		SP:Iteration 10Q (1405.270000 sec): 3 clusters
  Score: Raw -17110836.283182 + Penalty 5778.277325 = -17105058.005858
  nChanged 3856
		SP:Iteration 11Q (1405.730000 sec): 3 clusters
  Score: Raw -17112629.279441 + Penalty 5778.277325 = -17106851.002116
  nChanged 3474
		SP:Iteration 12Q (1406.170000 sec): 3 clusters
  Score: Raw -17114089.796124 + Penalty 5778.277325 = -17108311.518799
  nChanged 3163
		SP:Iteration 13Q (1406.620000 sec): 3 clusters
  Score: Raw -17115291.143718 + Penalty 5778.277325 = -17109512.866394
  nChanged 2991
		SP:Iteration 14Q (1407.060000 sec): 3 clusters
  Score: Raw -17116370.013461 + Penalty 5778.277325 = -17110591.736136
  nChanged 2659
		SP:Iteration 15Q (1407.490000 sec): 3 clusters
  Score: Raw -17117226.232472 + Penalty 5778.277325 = -17111447.955148
  nChanged 2416
		SP:Iteration 16Q (1407.930000 sec): 3 clusters
  Score: Raw -17117942.529289 + Penalty 5778.277325 = -17112164.251964
  nChanged 2177
		SP:Iteration 17Q (1408.350000 sec): 3 clusters
  Score: Raw -17118519.106902 + Penalty 5778.277325 = -17112740.829577
  nChanged 1905
		SP:Iteration 18Q (1408.770000 sec): 3 clusters
  Score: Raw -17118994.089170 + Penalty 5778.277325 = -17113215.811846
  nChanged 1704
		SP:Iteration 19Q (1409.190000 sec): 3 clusters
  Score: Raw -17119383.970015 + Penalty 5778.277325 = -17113605.692690
  nChanged 1481
		SP:Iteration 20F (1409.650000 sec): 3 clusters
  Score: Raw -17119681.837907 + Penalty 5778.277325 = -17113903.560583
  nChanged 1279
		SP:Iteration 21Q (1410.070000 sec): 3 clusters
  Score: Raw -17119916.029583 + Penalty 5778.277325 = -17114137.752258
  nChanged 1100
		SP:Iteration 22Q (1410.480000 sec): 3 clusters
  Score: Raw -17120104.762380 + Penalty 5778.277325 = -17114326.485055
  nChanged 986
		SP:Iteration 23Q (1410.890000 sec): 3 clusters
  Score: Raw -17120256.948918 + Penalty 5778.277325 = -17114478.671594
  nChanged 872
		SP:Iteration 24Q (1411.300000 sec): 3 clusters
  Score: Raw -17120389.771128 + Penalty 5778.277325 = -17114611.493804
  nChanged 803
		SP:Iteration 25Q (1411.700000 sec): 3 clusters
  Score: Raw -17120510.461969 + Penalty 5778.277325 = -17114732.184644
  nChanged 766
		SP:Iteration 26Q (1412.110000 sec): 3 clusters
  Score: Raw -17120623.014010 + Penalty 5778.277325 = -17114844.736685
  nChanged 666
		SP:Iteration 27Q (1412.530000 sec): 3 clusters
  Score: Raw -17120714.739840 + Penalty 5778.277325 = -17114936.462515
  nChanged 591
		SP:Iteration 28Q (1412.940000 sec): 3 clusters
  Score: Raw -17120789.717265 + Penalty 5778.277325 = -17115011.439941
  nChanged 551
		SP:Iteration 29Q (1413.340000 sec): 3 clusters
  Score: Raw -17120858.355031 + Penalty 5778.277325 = -17115080.077707
  nChanged 538
		SP:Iteration 30Q (1413.740000 sec): 3 clusters
  Score: Raw -17120924.762814 + Penalty 5778.277325 = -17115146.485489
  nChanged 512
		SP:Iteration 31Q (1414.130000 sec): 3 clusters
  Score: Raw -17120985.881841 + Penalty 5778.277325 = -17115207.604517
  nChanged 463
		SP:Iteration 32Q (1414.530000 sec): 3 clusters
  Score: Raw -17121035.855414 + Penalty 5778.277325 = -17115257.578090
  nChanged 371
		SP:Iteration 33Q (1414.920000 sec): 3 clusters
  Score: Raw -17121071.803879 + Penalty 5778.277325 = -17115293.526555
  nChanged 371
		SP:Iteration 34Q (1415.290000 sec): 3 clusters
  Score: Raw -17121110.016766 + Penalty 5778.277325 = -17115331.739441
  nChanged 396
		SP:Iteration 35Q (1415.660000 sec): 3 clusters
  Score: Raw -17121149.897544 + Penalty 5778.277325 = -17115371.620219
  nChanged 376
		SP:Iteration 36Q (1416.030000 sec): 3 clusters
  Score: Raw -17121185.340100 + Penalty 5778.277325 = -17115407.062775
  nChanged 323
		SP:Iteration 37Q (1416.400000 sec): 3 clusters
  Score: Raw -17121212.990342 + Penalty 5778.277325 = -17115434.713018
  nChanged 279
		SP:Iteration 38Q (1416.780000 sec): 3 clusters
  Score: Raw -17121234.978962 + Penalty 5778.277325 = -17115456.701637
  nChanged 268
		SP:Iteration 39Q (1417.140000 sec): 3 clusters
  Score: Raw -17121255.164318 + Penalty 5778.277325 = -17115476.886994
  nChanged 250
		SP:Iteration 40F (1417.570000 sec): 3 clusters
  Score: Raw -17121273.877165 + Penalty 5778.277325 = -17115495.599841
  nChanged 234
		SP:Iteration 41Q (1417.940000 sec): 3 clusters
  Score: Raw -17121291.172697 + Penalty 5778.277325 = -17115512.895372
  nChanged 190
		SP:Iteration 42Q (1418.310000 sec): 3 clusters
  Score: Raw -17121303.220723 + Penalty 5778.277325 = -17115524.943398
  nChanged 171
		SP:Iteration 43Q (1418.680000 sec): 3 clusters
  Score: Raw -17121313.880513 + Penalty 5778.277325 = -17115535.603188
  nChanged 171
		SP:Iteration 44Q (1419.040000 sec): 3 clusters
  Score: Raw -17121324.609908 + Penalty 5778.277325 = -17115546.332584
  nChanged 156
		SP:Iteration 45Q (1419.400000 sec): 3 clusters
  Score: Raw -17121333.081222 + Penalty 5778.277325 = -17115554.803898
  nChanged 130
		SP:Iteration 46Q (1419.770000 sec): 3 clusters
  Score: Raw -17121339.641746 + Penalty 5778.277325 = -17115561.364422
  nChanged 115
		SP:Iteration 47Q (1420.130000 sec): 3 clusters
  Score: Raw -17121347.288161 + Penalty 5778.277325 = -17115569.010836
  nChanged 135
		SP:Iteration 48Q (1420.500000 sec): 3 clusters
  Score: Raw -17121355.631877 + Penalty 5778.277325 = -17115577.354552
  nChanged 129
		SP:Iteration 49Q (1420.860000 sec): 3 clusters
  Score: Raw -17121363.084651 + Penalty 5778.277325 = -17115584.807327
  nChanged 132
		SP:Iteration 50Q (1421.230000 sec): 3 clusters
  Score: Raw -17121371.119482 + Penalty 5778.277325 = -17115592.842157
  nChanged 119
		SP:Iteration 51Q (1421.590000 sec): 3 clusters
  Score: Raw -17121378.598283 + Penalty 5778.277325 = -17115600.320958
  nChanged 122
		SP:Iteration 52Q (1421.960000 sec): 3 clusters
  Score: Raw -17121385.529663 + Penalty 5778.277325 = -17115607.252339
  nChanged 105
		SP:Iteration 53Q (1422.320000 sec): 3 clusters
  Score: Raw -17121391.559976 + Penalty 5778.277325 = -17115613.282652
  nChanged 81
		SP:Iteration 54Q (1422.680000 sec): 3 clusters
  Score: Raw -17121396.380420 + Penalty 5778.277325 = -17115618.103095
  nChanged 82
		SP:Iteration 55Q (1423.040000 sec): 3 clusters
  Score: Raw -17121400.895815 + Penalty 5778.277325 = -17115622.618490
  nChanged 82
		SP:Iteration 56Q (1423.410000 sec): 3 clusters
  Score: Raw -17121404.904111 + Penalty 5778.277325 = -17115626.626786
  nChanged 70
		SP:Iteration 57Q (1423.770000 sec): 3 clusters
  Score: Raw -17121407.744750 + Penalty 5778.277325 = -17115629.467426
  nChanged 64
		SP:Iteration 58Q (1424.140000 sec): 3 clusters
  Score: Raw -17121410.686414 + Penalty 5778.277325 = -17115632.409089
  nChanged 58
		SP:Iteration 59Q (1424.500000 sec): 3 clusters
  Score: Raw -17121413.674842 + Penalty 5778.277325 = -17115635.397517
  nChanged 63
		SP:Iteration 60F (1424.930000 sec): 3 clusters
  Score: Raw -17121417.307594 + Penalty 5778.277325 = -17115639.030269
  nChanged 63
		SP:Iteration 61Q (1425.290000 sec): 3 clusters
  Score: Raw -17121420.809458 + Penalty 5778.277325 = -17115642.532133
  nChanged 67
		SP:Iteration 62Q (1425.650000 sec): 3 clusters
  Score: Raw -17121424.545507 + Penalty 5778.277325 = -17115646.268183
  nChanged 59
		SP:Iteration 63Q (1426.020000 sec): 3 clusters
  Score: Raw -17121427.542469 + Penalty 5778.277325 = -17115649.265144
  nChanged 50
		SP:Iteration 64Q (1426.380000 sec): 3 clusters
  Score: Raw -17121430.191868 + Penalty 5778.277325 = -17115651.914543
  nChanged 56
		SP:Iteration 65Q (1426.740000 sec): 3 clusters
  Score: Raw -17121432.852649 + Penalty 5778.277325 = -17115654.575324
  nChanged 65
		SP:Iteration 66Q (1427.100000 sec): 3 clusters
  Score: Raw -17121436.140022 + Penalty 5778.277325 = -17115657.862697
  nChanged 55
		SP:Iteration 67Q (1427.500000 sec): 3 clusters
  Score: Raw -17121439.071068 + Penalty 5778.277325 = -17115660.793744
  nChanged 60
		SP:Iteration 68Q (1427.890000 sec): 3 clusters
  Score: Raw -17121442.316846 + Penalty 5778.277325 = -17115664.039521
  nChanged 66
		SP:Iteration 69Q (1428.280000 sec): 3 clusters
  Score: Raw -17121445.707181 + Penalty 5778.277325 = -17115667.429856
  nChanged 57
		SP:Iteration 70Q (1428.660000 sec): 3 clusters
  Score: Raw -17121448.287208 + Penalty 5778.277325 = -17115670.009883
  nChanged 49
		SP:Iteration 71Q (1429.050000 sec): 3 clusters
  Score: Raw -17121450.498311 + Penalty 5778.277325 = -17115672.220986
  nChanged 45
		SP:Iteration 72Q (1429.440000 sec): 3 clusters
  Score: Raw -17121452.217879 + Penalty 5778.277325 = -17115673.940554
  nChanged 30
		SP:Iteration 73Q (1429.830000 sec): 3 clusters
  Score: Raw -17121453.263918 + Penalty 5778.277325 = -17115674.986593
  nChanged 17
		SP:Iteration 74Q (1430.220000 sec): 3 clusters
  Score: Raw -17121453.854281 + Penalty 5778.277325 = -17115675.576956
  nChanged 15
		SP:Iteration 75Q (1430.600000 sec): 3 clusters
  Score: Raw -17121454.371641 + Penalty 5778.277325 = -17115676.094316
  nChanged 17
		SP:Iteration 76Q (1431.000000 sec): 3 clusters
  Score: Raw -17121454.929969 + Penalty 5778.277325 = -17115676.652644
  nChanged 13
		SP:Iteration 77Q (1431.390000 sec): 3 clusters
  Score: Raw -17121455.415715 + Penalty 5778.277325 = -17115677.138390
  nChanged 16
		SP:Iteration 78Q (1431.770000 sec): 3 clusters
  Score: Raw -17121455.968497 + Penalty 5778.277325 = -17115677.691172
  nChanged 10
		SP:Iteration 79Q (1432.150000 sec): 3 clusters
  Score: Raw -17121456.255331 + Penalty 5778.277325 = -17115677.978007
  nChanged 12
		SP:Iteration 80F (1432.610000 sec): 3 clusters
  Score: Raw -17121456.604990 + Penalty 5778.277325 = -17115678.327665
  nChanged 6
		SP:Iteration 81Q (1432.990000 sec): 3 clusters
  Score: Raw -17121456.750669 + Penalty 5778.277325 = -17115678.473345
  nChanged 8
		SP:Iteration 82Q (1433.350000 sec): 3 clusters
  Score: Raw -17121457.038502 + Penalty 5778.277325 = -17115678.761178
  nChanged 10
		SP:Iteration 83Q (1433.700000 sec): 3 clusters
  Score: Raw -17121457.332722 + Penalty 5778.277325 = -17115679.055397
  nChanged 9
		SP:Iteration 84Q (1434.060000 sec): 3 clusters
  Score: Raw -17121457.616549 + Penalty 5778.277325 = -17115679.339225
  nChanged 5
		SP:Iteration 85Q (1434.420000 sec): 3 clusters
  Score: Raw -17121457.745839 + Penalty 5778.277325 = -17115679.468514
  nChanged 3
		SP:Iteration 86Q (1434.780000 sec): 3 clusters
  Score: Raw -17121457.817780 + Penalty 5778.277325 = -17115679.540455
  nChanged 5
		SP:Iteration 87Q (1435.140000 sec): 3 clusters
  Score: Raw -17121457.911559 + Penalty 5778.277325 = -17115679.634235
  nChanged 3
		SP:Iteration 88Q (1435.500000 sec): 3 clusters
  Score: Raw -17121457.993297 + Penalty 5778.277325 = -17115679.715973
  nChanged 4
		SP:Iteration 89Q (1435.870000 sec): 3 clusters
  Score: Raw -17121458.123015 + Penalty 5778.277325 = -17115679.845690
  nChanged 2
		SP:Iteration 90Q (1436.260000 sec): 3 clusters
  Score: Raw -17121458.182298 + Penalty 5778.277325 = -17115679.904973
  nChanged 2
		SP:Iteration 91Q (1436.650000 sec): 3 clusters
  Score: Raw -17121458.217123 + Penalty 5778.277325 = -17115679.939799
  nChanged 2
		SP:Iteration 92Q (1437.040000 sec): 3 clusters
  Score: Raw -17121458.244876 + Penalty 5778.277325 = -17115679.967552
  nChanged 2
		SP:Iteration 93Q (1437.420000 sec): 3 clusters
  Score: Raw -17121458.308843 + Penalty 5778.277325 = -17115680.031518
  nChanged 4
		SP:Iteration 94Q (1437.810000 sec): 3 clusters
  Score: Raw -17121458.407222 + Penalty 5778.277325 = -17115680.129897
  nChanged 0
		SP:Iteration 95F (1438.280000 sec): 3 clusters
  Score: Raw -17121458.407222 + Penalty 5778.277325 = -17115680.129897
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 30.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1438.330000 sec): 2 clusters
  Score: Raw -50292.930454 + Penalty 1520.004452 = -48772.926002
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1438.330000 sec): 3 clusters
  Score: Raw -50672.929926 + Penalty 3040.008904 = -47632.921022
  nChanged 127
		SP:Iteration 1F (1438.330000 sec): 3 clusters
  Score: Raw -51278.074469 + Penalty 3040.008904 = -48238.065565
  nChanged 66
		SP:Iteration 2F (1438.340000 sec): 3 clusters
  Score: Raw -51917.642844 + Penalty 3040.008904 = -48877.633939
  nChanged 24
		SP:Iteration 3F (1438.340000 sec): 3 clusters
  Score: Raw -52251.642886 + Penalty 3040.008904 = -49211.633982
  nChanged 21
		SP:Iteration 4Q (1438.340000 sec): 3 clusters
  Score: Raw -52407.297062 + Penalty 3040.008904 = -49367.288158
  nChanged 8
		SP:Iteration 5Q (1438.340000 sec): 3 clusters
  Score: Raw -52475.336299 + Penalty 3040.008904 = -49435.327395
  nChanged 2
		SP:Iteration 6Q (1438.340000 sec): 3 clusters
  Score: Raw -52490.649350 + Penalty 3040.008904 = -49450.640446
  nChanged 3
		SP:Iteration 7Q (1438.340000 sec): 3 clusters
  Score: Raw -52517.125413 + Penalty 3040.008904 = -49477.116508
  nChanged 2
		SP:Iteration 8Q (1438.340000 sec): 3 clusters
  Score: Raw -52525.957374 + Penalty 3040.008904 = -49485.948470
  nChanged 1
		SP:Iteration 9Q (1438.340000 sec): 3 clusters
  Score: Raw -52529.723098 + Penalty 3040.008904 = -49489.714194
  nChanged 0
		SP:Iteration 10F (1438.350000 sec): 3 clusters
  Score: Raw -52541.156438 + Penalty 3040.008904 = -49501.147534
  nChanged 2
		SP:Iteration 11Q (1438.350000 sec): 3 clusters
  Score: Raw -52589.719098 + Penalty 3040.008904 = -49549.710194
  nChanged 3
		SP:Iteration 12Q (1438.350000 sec): 3 clusters
  Score: Raw -52622.588928 + Penalty 3040.008904 = -49582.580024
  nChanged 8
		SP:Iteration 13Q (1438.350000 sec): 3 clusters
  Score: Raw -52672.955956 + Penalty 3040.008904 = -49632.947052
  nChanged 3
		SP:Iteration 14Q (1438.350000 sec): 3 clusters
  Score: Raw -52714.795883 + Penalty 3040.008904 = -49674.786978
  nChanged 4
		SP:Iteration 15Q (1438.360000 sec): 3 clusters
  Score: Raw -52888.056270 + Penalty 3040.008904 = -49848.047366
  nChanged 5
		SP:Iteration 16Q (1438.360000 sec): 3 clusters
  Score: Raw -52923.501324 + Penalty 3040.008904 = -49883.492420
  nChanged 0
		SP:Iteration 17F (1438.360000 sec): 3 clusters
  Score: Raw -52923.501324 + Penalty 3040.008904 = -49883.492420
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 31.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (262174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1439.310000 sec): 2 clusters
  Score: Raw -38793705.361921 + Penalty 3094.237394 = -38790611.124527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1440.390000 sec): 3 clusters
  Score: Raw -38620334.972427 + Penalty 6188.474787 = -38614146.497640
  nChanged 126627
		SP:Iteration 1F (1441.460000 sec): 3 clusters
  Score: Raw -38695478.416244 + Penalty 6188.474787 = -38689289.941456
  nChanged 6752
		SP:Iteration 2Q (1442.540000 sec): 3 clusters
  Score: Raw -38696935.460427 + Penalty 6188.474787 = -38690746.985640
  nChanged 8206
		SP:Iteration 3Q (1443.630000 sec): 3 clusters
  Score: Raw -38699329.709818 + Penalty 6188.474787 = -38693141.235030
  nChanged 11080
		SP:Iteration 4Q (1444.710000 sec): 3 clusters
  Score: Raw -38703882.107487 + Penalty 6188.474787 = -38697693.632699
  nChanged 15473
		SP:Iteration 5F (1445.770000 sec): 3 clusters
  Score: Raw -38712638.403849 + Penalty 6188.474787 = -38706449.929062
  nChanged 20621
		SP:Iteration 6F (1446.820000 sec): 3 clusters
  Score: Raw -38728001.176607 + Penalty 6188.474787 = -38721812.701819
  nChanged 24231
		SP:Iteration 7F (1447.880000 sec): 3 clusters
  Score: Raw -38750103.067854 + Penalty 6188.474787 = -38743914.593066
  nChanged 22115
		SP:Iteration 8F (1448.920000 sec): 3 clusters
  Score: Raw -38772376.786330 + Penalty 6188.474787 = -38766188.311542
  nChanged 13996
		SP:Iteration 9F (1449.970000 sec): 3 clusters
  Score: Raw -38786355.726441 + Penalty 6188.474787 = -38780167.251654
  nChanged 5728
		SP:Iteration 10Q (1450.900000 sec): 3 clusters
  Score: Raw -38791751.836795 + Penalty 6188.474787 = -38785563.362008
  nChanged 1696
		SP:Iteration 11Q (1451.730000 sec): 3 clusters
  Score: Raw -38793290.440380 + Penalty 6188.474787 = -38787101.965593
  nChanged 403
		SP:Iteration 12Q (1452.500000 sec): 3 clusters
  Score: Raw -38793715.473609 + Penalty 6188.474787 = -38787526.998822
  nChanged 112
		SP:Iteration 13Q (1453.250000 sec): 3 clusters
  Score: Raw -38793885.687462 + Penalty 6188.474787 = -38787697.212674
  nChanged 51
		SP:Iteration 14Q (1453.990000 sec): 3 clusters
  Score: Raw -38793952.337011 + Penalty 6188.474787 = -38787763.862223
  nChanged 18
		SP:Iteration 15Q (1454.720000 sec): 3 clusters
  Score: Raw -38793975.546756 + Penalty 6188.474787 = -38787787.071968
  nChanged 9
		SP:Iteration 16Q (1455.460000 sec): 3 clusters
  Score: Raw -38793985.918869 + Penalty 6188.474787 = -38787797.444082
  nChanged 6
		SP:Iteration 17Q (1456.190000 sec): 3 clusters
  Score: Raw -38793998.739163 + Penalty 6188.474787 = -38787810.264375
  nChanged 9
		SP:Iteration 18Q (1456.920000 sec): 3 clusters
  Score: Raw -38794012.960190 + Penalty 6188.474787 = -38787824.485402
  nChanged 8
		SP:Iteration 19Q (1457.660000 sec): 3 clusters
  Score: Raw -38794025.840376 + Penalty 6188.474787 = -38787837.365588
  nChanged 5
		SP:Iteration 20F (1458.690000 sec): 3 clusters
  Score: Raw -38794034.229432 + Penalty 6188.474787 = -38787845.754644
  nChanged 3
		SP:Iteration 21Q (1459.430000 sec): 3 clusters
  Score: Raw -38794039.552829 + Penalty 6188.474787 = -38787851.078041
  nChanged 4
		SP:Iteration 22Q (1460.160000 sec): 3 clusters
  Score: Raw -38794045.029405 + Penalty 6188.474787 = -38787856.554617
  nChanged 1
		SP:Iteration 23Q (1460.890000 sec): 3 clusters
  Score: Raw -38794046.996214 + Penalty 6188.474787 = -38787858.521427
  nChanged 0
		SP:Iteration 24F (1461.930000 sec): 3 clusters
  Score: Raw -38794046.996214 + Penalty 6188.474787 = -38787858.521427
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (1178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1462.030000 sec): 2 clusters
  Score: Raw -149462.884023 + Penalty 1753.750194 = -147709.133828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1462.040000 sec): 3 clusters
  Score: Raw -149273.069209 + Penalty 3507.500389 = -145765.568821
  nChanged 352
		SP:Iteration 1F (1462.050000 sec): 3 clusters
  Score: Raw -150091.069813 + Penalty 3507.500389 = -146583.569425
  nChanged 144
		SP:Iteration 2F (1462.050000 sec): 3 clusters
  Score: Raw -150558.672917 + Penalty 3507.500389 = -147051.172528
  nChanged 91
		SP:Iteration 3F (1462.050000 sec): 3 clusters
  Score: Raw -150865.803710 + Penalty 3507.500389 = -147358.303321
  nChanged 50
		SP:Iteration 4Q (1462.060000 sec): 3 clusters
  Score: Raw -151112.807594 + Penalty 3507.500389 = -147605.307206
  nChanged 48
		SP:Iteration 5Q (1462.060000 sec): 3 clusters
  Score: Raw -151581.317586 + Penalty 3507.500389 = -148073.817197
  nChanged 53
		SP:Iteration 6Q (1462.070000 sec): 3 clusters
  Score: Raw -151861.854288 + Penalty 3507.500389 = -148354.353899
  nChanged 63
		SP:Iteration 7F (1462.070000 sec): 3 clusters
  Score: Raw -152113.952012 + Penalty 3507.500389 = -148606.451623
  nChanged 57
		SP:Iteration 8Q (1462.070000 sec): 3 clusters
  Score: Raw -152342.191556 + Penalty 3507.500389 = -148834.691168
  nChanged 36
		SP:Iteration 9Q (1462.080000 sec): 3 clusters
  Score: Raw -152447.982699 + Penalty 3507.500389 = -148940.482310
  nChanged 25
		SP:Iteration 10Q (1462.080000 sec): 3 clusters
  Score: Raw -152502.600587 + Penalty 3507.500389 = -148995.100198
  nChanged 19
		SP:Iteration 11Q (1462.090000 sec): 3 clusters
  Score: Raw -152530.429985 + Penalty 3507.500389 = -149022.929596
  nChanged 8
		SP:Iteration 12Q (1462.090000 sec): 3 clusters
  Score: Raw -152542.046962 + Penalty 3507.500389 = -149034.546573
  nChanged 6
		SP:Iteration 13Q (1462.090000 sec): 3 clusters
  Score: Raw -152552.655904 + Penalty 3507.500389 = -149045.155515
  nChanged 5
		SP:Iteration 14Q (1462.100000 sec): 3 clusters
  Score: Raw -152559.838029 + Penalty 3507.500389 = -149052.337640
  nChanged 4
		SP:Iteration 15Q (1462.100000 sec): 3 clusters
  Score: Raw -152567.677619 + Penalty 3507.500389 = -149060.177230
  nChanged 3
		SP:Iteration 16Q (1462.100000 sec): 3 clusters
  Score: Raw -152572.003060 + Penalty 3507.500389 = -149064.502671
  nChanged 3
		SP:Iteration 17Q (1462.110000 sec): 3 clusters
  Score: Raw -152575.880741 + Penalty 3507.500389 = -149068.380352
  nChanged 3
		SP:Iteration 18Q (1462.110000 sec): 3 clusters
  Score: Raw -152582.137894 + Penalty 3507.500389 = -149074.637505
  nChanged 4
		SP:Iteration 19Q (1462.110000 sec): 3 clusters
  Score: Raw -152589.479924 + Penalty 3507.500389 = -149081.979536
  nChanged 2
		SP:Iteration 20F (1462.120000 sec): 3 clusters
  Score: Raw -152592.489819 + Penalty 3507.500389 = -149084.989430
  nChanged 1
		SP:Iteration 21Q (1462.120000 sec): 3 clusters
  Score: Raw -152592.846534 + Penalty 3507.500389 = -149085.346145
  nChanged 0
		SP:Iteration 22F (1462.130000 sec): 3 clusters
  Score: Raw -152592.846534 + Penalty 3507.500389 = -149085.346145
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 32.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (6140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1462.160000 sec): 2 clusters
  Score: Raw -878171.154692 + Penalty 2163.199845 = -876007.954847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1462.180000 sec): 3 clusters
  Score: Raw -875036.673732 + Penalty 4326.399690 = -870710.274042
  nChanged 2430
		SP:Iteration 1F (1462.210000 sec): 3 clusters
  Score: Raw -876399.892666 + Penalty 4326.399690 = -872073.492975
  nChanged 443
		SP:Iteration 2F (1462.230000 sec): 3 clusters
  Score: Raw -876621.948808 + Penalty 4326.399690 = -872295.549118
  nChanged 310
		SP:Iteration 3F (1462.250000 sec): 3 clusters
  Score: Raw -876775.277501 + Penalty 4326.399690 = -872448.877810
  nChanged 243
		SP:Iteration 4Q (1462.280000 sec): 3 clusters
  Score: Raw -876885.800287 + Penalty 4326.399690 = -872559.400597
  nChanged 180
		SP:Iteration 5Q (1462.300000 sec): 3 clusters
  Score: Raw -876979.513796 + Penalty 4326.399690 = -872653.114106
  nChanged 191
		SP:Iteration 6Q (1462.330000 sec): 3 clusters
  Score: Raw -877086.420198 + Penalty 4326.399690 = -872760.020508
  nChanged 194
		SP:Iteration 7Q (1462.350000 sec): 3 clusters
  Score: Raw -877195.814250 + Penalty 4326.399690 = -872869.414560
  nChanged 170
		SP:Iteration 8Q (1462.380000 sec): 3 clusters
  Score: Raw -877284.132236 + Penalty 4326.399690 = -872957.732545
  nChanged 167
		SP:Iteration 9Q (1462.400000 sec): 3 clusters
  Score: Raw -877365.748810 + Penalty 4326.399690 = -873039.349119
  nChanged 131
		SP:Iteration 10Q (1462.430000 sec): 3 clusters
  Score: Raw -877424.006373 + Penalty 4326.399690 = -873097.606682
  nChanged 113
		SP:Iteration 11Q (1462.450000 sec): 3 clusters
  Score: Raw -877469.442446 + Penalty 4326.399690 = -873143.042755
  nChanged 94
		SP:Iteration 12Q (1462.470000 sec): 3 clusters
  Score: Raw -877505.813712 + Penalty 4326.399690 = -873179.414021
  nChanged 84
		SP:Iteration 13Q (1462.500000 sec): 3 clusters
  Score: Raw -877536.591541 + Penalty 4326.399690 = -873210.191850
  nChanged 87
		SP:Iteration 14Q (1462.520000 sec): 3 clusters
  Score: Raw -877570.600155 + Penalty 4326.399690 = -873244.200465
  nChanged 91
		SP:Iteration 15Q (1462.550000 sec): 3 clusters
  Score: Raw -877605.339428 + Penalty 4326.399690 = -873278.939737
  nChanged 76
		SP:Iteration 16Q (1462.570000 sec): 3 clusters
  Score: Raw -877632.049792 + Penalty 4326.399690 = -873305.650102
  nChanged 75
		SP:Iteration 17Q (1462.600000 sec): 3 clusters
  Score: Raw -877658.508153 + Penalty 4326.399690 = -873332.108463
  nChanged 62
		SP:Iteration 18Q (1462.620000 sec): 3 clusters
  Score: Raw -877678.372025 + Penalty 4326.399690 = -873351.972335
  nChanged 60
		SP:Iteration 19Q (1462.650000 sec): 3 clusters
  Score: Raw -877698.187784 + Penalty 4326.399690 = -873371.788093
  nChanged 59
		SP:Iteration 20F (1462.670000 sec): 3 clusters
  Score: Raw -877717.505658 + Penalty 4326.399690 = -873391.105967
  nChanged 45
		SP:Iteration 21Q (1462.690000 sec): 3 clusters
  Score: Raw -877732.176132 + Penalty 4326.399690 = -873405.776442
  nChanged 45
		SP:Iteration 22Q (1462.720000 sec): 3 clusters
  Score: Raw -877744.303019 + Penalty 4326.399690 = -873417.903328
  nChanged 44
		SP:Iteration 23Q (1462.750000 sec): 3 clusters
  Score: Raw -877755.621456 + Penalty 4326.399690 = -873429.221765
  nChanged 29
		SP:Iteration 24Q (1462.770000 sec): 3 clusters
  Score: Raw -877762.867996 + Penalty 4326.399690 = -873436.468305
  nChanged 28
		SP:Iteration 25Q (1462.790000 sec): 3 clusters
  Score: Raw -877769.739872 + Penalty 4326.399690 = -873443.340181
  nChanged 20
		SP:Iteration 26Q (1462.820000 sec): 3 clusters
  Score: Raw -877774.934907 + Penalty 4326.399690 = -873448.535216
  nChanged 22
		SP:Iteration 27Q (1462.840000 sec): 3 clusters
  Score: Raw -877779.622285 + Penalty 4326.399690 = -873453.222595
  nChanged 17
		SP:Iteration 28Q (1462.870000 sec): 3 clusters
  Score: Raw -877784.244072 + Penalty 4326.399690 = -873457.844381
  nChanged 20
		SP:Iteration 29Q (1462.890000 sec): 3 clusters
  Score: Raw -877789.565730 + Penalty 4326.399690 = -873463.166040
  nChanged 20
		SP:Iteration 30Q (1462.910000 sec): 3 clusters
  Score: Raw -877795.005778 + Penalty 4326.399690 = -873468.606088
  nChanged 17
		SP:Iteration 31Q (1462.940000 sec): 3 clusters
  Score: Raw -877798.523139 + Penalty 4326.399690 = -873472.123448
  nChanged 14
		SP:Iteration 32Q (1462.960000 sec): 3 clusters
  Score: Raw -877801.361975 + Penalty 4326.399690 = -873474.962284
  nChanged 14
		SP:Iteration 33Q (1462.990000 sec): 3 clusters
  Score: Raw -877804.787043 + Penalty 4326.399690 = -873478.387352
  nChanged 10
		SP:Iteration 34Q (1463.010000 sec): 3 clusters
  Score: Raw -877806.991252 + Penalty 4326.399690 = -873480.591562
  nChanged 6
		SP:Iteration 35Q (1463.030000 sec): 3 clusters
  Score: Raw -877808.179303 + Penalty 4326.399690 = -873481.779612
  nChanged 6
		SP:Iteration 36Q (1463.060000 sec): 3 clusters
  Score: Raw -877809.601490 + Penalty 4326.399690 = -873483.201800
  nChanged 7
		SP:Iteration 37Q (1463.080000 sec): 3 clusters
  Score: Raw -877811.285975 + Penalty 4326.399690 = -873484.886284
  nChanged 9
		SP:Iteration 38Q (1463.110000 sec): 3 clusters
  Score: Raw -877813.279216 + Penalty 4326.399690 = -873486.879526
  nChanged 5
		SP:Iteration 39Q (1463.130000 sec): 3 clusters
  Score: Raw -877814.368036 + Penalty 4326.399690 = -873487.968346
  nChanged 5
		SP:Iteration 40F (1463.150000 sec): 3 clusters
  Score: Raw -877815.301618 + Penalty 4326.399690 = -873488.901928
  nChanged 6
		SP:Iteration 41Q (1463.180000 sec): 3 clusters
  Score: Raw -877816.898875 + Penalty 4326.399690 = -873490.499184
  nChanged 4
		SP:Iteration 42Q (1463.200000 sec): 3 clusters
  Score: Raw -877817.887470 + Penalty 4326.399690 = -873491.487780
  nChanged 6
		SP:Iteration 43Q (1463.230000 sec): 3 clusters
  Score: Raw -877818.919327 + Penalty 4326.399690 = -873492.519637
  nChanged 5
		SP:Iteration 44Q (1463.250000 sec): 3 clusters
  Score: Raw -877820.178258 + Penalty 4326.399690 = -873493.778568
  nChanged 6
		SP:Iteration 45Q (1463.270000 sec): 3 clusters
  Score: Raw -877821.518886 + Penalty 4326.399690 = -873495.119196
  nChanged 7
		SP:Iteration 46Q (1463.300000 sec): 3 clusters
  Score: Raw -877823.127378 + Penalty 4326.399690 = -873496.727687
  nChanged 8
		SP:Iteration 47Q (1463.320000 sec): 3 clusters
  Score: Raw -877825.548628 + Penalty 4326.399690 = -873499.148938
  nChanged 18
		SP:Iteration 48Q (1463.350000 sec): 3 clusters
  Score: Raw -877830.774813 + Penalty 4326.399690 = -873504.375123
  nChanged 15
		SP:Iteration 49Q (1463.370000 sec): 3 clusters
  Score: Raw -877834.151065 + Penalty 4326.399690 = -873507.751374
  nChanged 16
		SP:Iteration 50Q (1463.390000 sec): 3 clusters
  Score: Raw -877838.292235 + Penalty 4326.399690 = -873511.892545
  nChanged 12
		SP:Iteration 51Q (1463.420000 sec): 3 clusters
  Score: Raw -877841.555769 + Penalty 4326.399690 = -873515.156078
  nChanged 10
		SP:Iteration 52Q (1463.440000 sec): 3 clusters
  Score: Raw -877843.730541 + Penalty 4326.399690 = -873517.330850
  nChanged 8
		SP:Iteration 53Q (1463.470000 sec): 3 clusters
  Score: Raw -877845.567541 + Penalty 4326.399690 = -873519.167851
  nChanged 6
		SP:Iteration 54Q (1463.490000 sec): 3 clusters
  Score: Raw -877846.775325 + Penalty 4326.399690 = -873520.375635
  nChanged 7
		SP:Iteration 55Q (1463.510000 sec): 3 clusters
  Score: Raw -877848.151623 + Penalty 4326.399690 = -873521.751933
  nChanged 6
		SP:Iteration 56Q (1463.540000 sec): 3 clusters
  Score: Raw -877849.518070 + Penalty 4326.399690 = -873523.118380
  nChanged 11
		SP:Iteration 57Q (1463.560000 sec): 3 clusters
  Score: Raw -877853.254175 + Penalty 4326.399690 = -873526.854484
  nChanged 11
		SP:Iteration 58Q (1463.590000 sec): 3 clusters
  Score: Raw -877856.380102 + Penalty 4326.399690 = -873529.980412
  nChanged 12
		SP:Iteration 59Q (1463.610000 sec): 3 clusters
  Score: Raw -877858.845081 + Penalty 4326.399690 = -873532.445390
  nChanged 18
		SP:Iteration 60F (1463.640000 sec): 3 clusters
  Score: Raw -877863.948908 + Penalty 4326.399690 = -873537.549217
  nChanged 17
		SP:Iteration 61Q (1463.660000 sec): 3 clusters
  Score: Raw -877866.742773 + Penalty 4326.399690 = -873540.343082
  nChanged 15
		SP:Iteration 62Q (1463.680000 sec): 3 clusters
  Score: Raw -877870.051828 + Penalty 4326.399690 = -873543.652137
  nChanged 13
		SP:Iteration 63Q (1463.710000 sec): 3 clusters
  Score: Raw -877873.568170 + Penalty 4326.399690 = -873547.168480
  nChanged 18
		SP:Iteration 64Q (1463.730000 sec): 3 clusters
  Score: Raw -877877.287425 + Penalty 4326.399690 = -873550.887734
  nChanged 19
		SP:Iteration 65Q (1463.760000 sec): 3 clusters
  Score: Raw -877883.431173 + Penalty 4326.399690 = -873557.031483
  nChanged 19
		SP:Iteration 66Q (1463.780000 sec): 3 clusters
  Score: Raw -877888.251407 + Penalty 4326.399690 = -873561.851716
  nChanged 21
		SP:Iteration 67Q (1463.810000 sec): 3 clusters
  Score: Raw -877893.438547 + Penalty 4326.399690 = -873567.038856
  nChanged 23
		SP:Iteration 68Q (1463.830000 sec): 3 clusters
  Score: Raw -877901.731584 + Penalty 4326.399690 = -873575.331894
  nChanged 31
		SP:Iteration 69Q (1463.850000 sec): 3 clusters
  Score: Raw -877912.470362 + Penalty 4326.399690 = -873586.070672
  nChanged 29
		SP:Iteration 70Q (1463.880000 sec): 3 clusters
  Score: Raw -877923.703525 + Penalty 4326.399690 = -873597.303834
  nChanged 38
		SP:Iteration 71Q (1463.900000 sec): 3 clusters
  Score: Raw -877935.964544 + Penalty 4326.399690 = -873609.564854
  nChanged 42
		SP:Iteration 72Q (1463.930000 sec): 3 clusters
  Score: Raw -877950.774898 + Penalty 4326.399690 = -873624.375207
  nChanged 57
		SP:Iteration 73Q (1463.950000 sec): 3 clusters
  Score: Raw -877970.438762 + Penalty 4326.399690 = -873644.039072
  nChanged 63
		SP:Iteration 74Q (1463.970000 sec): 3 clusters
  Score: Raw -878002.434125 + Penalty 4326.399690 = -873676.034434
  nChanged 72
		SP:Iteration 75Q (1464.000000 sec): 3 clusters
  Score: Raw -878040.315011 + Penalty 4326.399690 = -873713.915321
  nChanged 86
		SP:Iteration 76Q (1464.020000 sec): 3 clusters
  Score: Raw -878078.431390 + Penalty 4326.399690 = -873752.031699
  nChanged 81
		SP:Iteration 77Q (1464.050000 sec): 3 clusters
  Score: Raw -878114.244106 + Penalty 4326.399690 = -873787.844416
  nChanged 81
		SP:Iteration 78Q (1464.070000 sec): 3 clusters
  Score: Raw -878152.833163 + Penalty 4326.399690 = -873826.433472
  nChanged 63
		SP:Iteration 79Q (1464.090000 sec): 3 clusters
  Score: Raw -878182.126632 + Penalty 4326.399690 = -873855.726941
  nChanged 60
		SP:Iteration 80F (1464.120000 sec): 3 clusters
  Score: Raw -878205.696437 + Penalty 4326.399690 = -873879.296747
  nChanged 53
		SP:Iteration 81Q (1464.140000 sec): 3 clusters
  Score: Raw -878224.023518 + Penalty 4326.399690 = -873897.623828
  nChanged 46
		SP:Iteration 82Q (1464.170000 sec): 3 clusters
  Score: Raw -878240.552467 + Penalty 4326.399690 = -873914.152777
  nChanged 46
		SP:Iteration 83Q (1464.190000 sec): 3 clusters
  Score: Raw -878255.562421 + Penalty 4326.399690 = -873929.162730
  nChanged 44
		SP:Iteration 84Q (1464.210000 sec): 3 clusters
  Score: Raw -878270.408247 + Penalty 4326.399690 = -873944.008556
  nChanged 44
		SP:Iteration 85Q (1464.230000 sec): 3 clusters
  Score: Raw -878285.380548 + Penalty 4326.399690 = -873958.980858
  nChanged 35
		SP:Iteration 86Q (1464.260000 sec): 3 clusters
  Score: Raw -878295.334355 + Penalty 4326.399690 = -873968.934665
  nChanged 29
		SP:Iteration 87Q (1464.280000 sec): 3 clusters
  Score: Raw -878304.565911 + Penalty 4326.399690 = -873978.166220
  nChanged 30
		SP:Iteration 88Q (1464.310000 sec): 3 clusters
  Score: Raw -878314.471146 + Penalty 4326.399690 = -873988.071456
  nChanged 27
		SP:Iteration 89Q (1464.330000 sec): 3 clusters
  Score: Raw -878322.965460 + Penalty 4326.399690 = -873996.565769
  nChanged 19
		SP:Iteration 90Q (1464.350000 sec): 3 clusters
  Score: Raw -878329.115422 + Penalty 4326.399690 = -874002.715731
  nChanged 17
		SP:Iteration 91Q (1464.370000 sec): 3 clusters
  Score: Raw -878334.777319 + Penalty 4326.399690 = -874008.377628
  nChanged 16
		SP:Iteration 92Q (1464.400000 sec): 3 clusters
  Score: Raw -878337.939817 + Penalty 4326.399690 = -874011.540126
  nChanged 11
		SP:Iteration 93Q (1464.420000 sec): 3 clusters
  Score: Raw -878339.942432 + Penalty 4326.399690 = -874013.542742
  nChanged 11
		SP:Iteration 94Q (1464.450000 sec): 3 clusters
  Score: Raw -878342.158520 + Penalty 4326.399690 = -874015.758830
  nChanged 5
		SP:Iteration 95Q (1464.470000 sec): 3 clusters
  Score: Raw -878343.924277 + Penalty 4326.399690 = -874017.524586
  nChanged 7
		SP:Iteration 96Q (1464.490000 sec): 3 clusters
  Score: Raw -878345.435671 + Penalty 4326.399690 = -874019.035981
  nChanged 8
		SP:Iteration 97Q (1464.510000 sec): 3 clusters
  Score: Raw -878347.824918 + Penalty 4326.399690 = -874021.425228
  nChanged 9
		SP:Iteration 98Q (1464.530000 sec): 3 clusters
  Score: Raw -878349.880386 + Penalty 4326.399690 = -874023.480696
  nChanged 7
		SP:Iteration 99Q (1464.560000 sec): 3 clusters
  Score: Raw -878351.862211 + Penalty 4326.399690 = -874025.462520
  nChanged 5
		SP:Iteration 100F (1464.580000 sec): 3 clusters
  Score: Raw -878353.612138 + Penalty 4326.399690 = -874027.212448
  nChanged 6
		SP:Iteration 101Q (1464.610000 sec): 3 clusters
  Score: Raw -878355.209284 + Penalty 4326.399690 = -874028.809594
  nChanged 3
		SP:Iteration 102Q (1464.630000 sec): 3 clusters
  Score: Raw -878355.832622 + Penalty 4326.399690 = -874029.432931
  nChanged 2
		SP:Iteration 103Q (1464.650000 sec): 3 clusters
  Score: Raw -878356.470128 + Penalty 4326.399690 = -874030.070438
  nChanged 3
		SP:Iteration 104Q (1464.670000 sec): 3 clusters
  Score: Raw -878357.168064 + Penalty 4326.399690 = -874030.768374
  nChanged 2
		SP:Iteration 105Q (1464.700000 sec): 3 clusters
  Score: Raw -878357.676478 + Penalty 4326.399690 = -874031.276787
  nChanged 3
		SP:Iteration 106Q (1464.720000 sec): 3 clusters
  Score: Raw -878358.332214 + Penalty 4326.399690 = -874031.932524
  nChanged 1
		SP:Iteration 107Q (1464.740000 sec): 3 clusters
  Score: Raw -878358.494057 + Penalty 4326.399690 = -874032.094367
  nChanged 2
		SP:Iteration 108Q (1464.770000 sec): 3 clusters
  Score: Raw -878358.979604 + Penalty 4326.399690 = -874032.579913
  nChanged 4
		SP:Iteration 109Q (1464.790000 sec): 3 clusters
  Score: Raw -878359.885490 + Penalty 4326.399690 = -874033.485799
  nChanged 3
		SP:Iteration 110Q (1464.810000 sec): 3 clusters
  Score: Raw -878360.452008 + Penalty 4326.399690 = -874034.052317
  nChanged 1
		SP:Iteration 111Q (1464.830000 sec): 3 clusters
  Score: Raw -878360.610129 + Penalty 4326.399690 = -874034.210439
  nChanged 0
		SP:Iteration 112F (1464.860000 sec): 3 clusters
  Score: Raw -878360.610129 + Penalty 4326.399690 = -874034.210439
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1464.870000 sec): 2 clusters
  Score: Raw -44550.068075 + Penalty 1442.643568 = -43107.424507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1464.870000 sec): 3 clusters
  Score: Raw -44702.300459 + Penalty 2885.287135 = -41817.013324
  nChanged 43
		SP:Iteration 1F (1464.870000 sec): 3 clusters
  Score: Raw -44831.978339 + Penalty 2885.287135 = -41946.691204
  nChanged 11
		SP:Iteration 2Q (1464.870000 sec): 3 clusters
  Score: Raw -44880.457080 + Penalty 2885.287135 = -41995.169944
  nChanged 11
		SP:Iteration 3Q (1464.870000 sec): 3 clusters
  Score: Raw -44923.103850 + Penalty 2885.287135 = -42037.816715
  nChanged 2
		SP:Iteration 4Q (1464.870000 sec): 3 clusters
  Score: Raw -44931.491762 + Penalty 2885.287135 = -42046.204627
  nChanged 1
		SP:Iteration 5Q (1464.870000 sec): 3 clusters
  Score: Raw -44934.841221 + Penalty 2885.287135 = -42049.554086
  nChanged 1
		SP:Iteration 6Q (1464.870000 sec): 3 clusters
  Score: Raw -44936.060323 + Penalty 2885.287135 = -42050.773187
  nChanged 1
		SP:Iteration 7Q (1464.880000 sec): 3 clusters
  Score: Raw -44937.870721 + Penalty 2885.287135 = -42052.583586
  nChanged 2
		SP:Iteration 8Q (1464.880000 sec): 3 clusters
  Score: Raw -44944.703173 + Penalty 2885.287135 = -42059.416038
  nChanged 4
		SP:Iteration 9Q (1464.880000 sec): 3 clusters
  Score: Raw -44966.731708 + Penalty 2885.287135 = -42081.444572
  nChanged 3
		SP:Iteration 10Q (1464.880000 sec): 3 clusters
  Score: Raw -44988.273505 + Penalty 2885.287135 = -42102.986370
  nChanged 1
		SP:Iteration 11Q (1464.880000 sec): 3 clusters
  Score: Raw -44993.761012 + Penalty 2885.287135 = -42108.473877
  nChanged 1
		SP:Iteration 12Q (1464.880000 sec): 3 clusters
  Score: Raw -44995.577767 + Penalty 2885.287135 = -42110.290631
  nChanged 0
		SP:Iteration 13F (1464.880000 sec): 3 clusters
  Score: Raw -44995.577767 + Penalty 2885.287135 = -42110.290631
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1464.890000 sec): 2 clusters
  Score: Raw -284778.530666 + Penalty 1890.905509 = -282887.625157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1464.900000 sec): 3 clusters
  Score: Raw -284063.829143 + Penalty 3781.811017 = -280282.018126
  nChanged 691
		SP:Iteration 1F (1464.910000 sec): 3 clusters
  Score: Raw -284626.503435 + Penalty 3781.811017 = -280844.692418
  nChanged 188
		SP:Iteration 2F (1464.920000 sec): 3 clusters
  Score: Raw -284819.722706 + Penalty 3781.811017 = -281037.911689
  nChanged 115
		SP:Iteration 3F (1464.930000 sec): 3 clusters
  Score: Raw -284979.129366 + Penalty 3781.811017 = -281197.318349
  nChanged 92
		SP:Iteration 4Q (1464.930000 sec): 3 clusters
  Score: Raw -285090.255522 + Penalty 3781.811017 = -281308.444505
  nChanged 93
		SP:Iteration 5Q (1464.940000 sec): 3 clusters
  Score: Raw -285205.125777 + Penalty 3781.811017 = -281423.314760
  nChanged 85
		SP:Iteration 6Q (1464.950000 sec): 3 clusters
  Score: Raw -285303.101224 + Penalty 3781.811017 = -281521.290207
  nChanged 88
		SP:Iteration 7Q (1464.950000 sec): 3 clusters
  Score: Raw -285414.240487 + Penalty 3781.811017 = -281632.429470
  nChanged 91
		SP:Iteration 8Q (1464.960000 sec): 3 clusters
  Score: Raw -285554.784950 + Penalty 3781.811017 = -281772.973933
  nChanged 86
		SP:Iteration 9Q (1464.970000 sec): 3 clusters
  Score: Raw -285704.617635 + Penalty 3781.811017 = -281922.806617
  nChanged 89
		SP:Iteration 10Q (1464.980000 sec): 3 clusters
  Score: Raw -285886.434620 + Penalty 3781.811017 = -282104.623603
  nChanged 67
		SP:Iteration 11Q (1464.990000 sec): 3 clusters
  Score: Raw -286075.079376 + Penalty 3781.811017 = -282293.268359
  nChanged 72
		SP:Iteration 12Q (1464.990000 sec): 3 clusters
  Score: Raw -286238.594056 + Penalty 3781.811017 = -282456.783038
  nChanged 60
		SP:Iteration 13Q (1465.000000 sec): 3 clusters
  Score: Raw -286330.770668 + Penalty 3781.811017 = -282548.959651
  nChanged 27
		SP:Iteration 14Q (1465.010000 sec): 3 clusters
  Score: Raw -286369.651885 + Penalty 3781.811017 = -282587.840868
  nChanged 25
		SP:Iteration 15Q (1465.020000 sec): 3 clusters
  Score: Raw -286400.464131 + Penalty 3781.811017 = -282618.653113
  nChanged 7
		SP:Iteration 16Q (1465.030000 sec): 3 clusters
  Score: Raw -286411.498000 + Penalty 3781.811017 = -282629.686983
  nChanged 6
		SP:Iteration 17Q (1465.030000 sec): 3 clusters
  Score: Raw -286418.029306 + Penalty 3781.811017 = -282636.218289
  nChanged 8
		SP:Iteration 18Q (1465.040000 sec): 3 clusters
  Score: Raw -286428.532019 + Penalty 3781.811017 = -282646.721001
  nChanged 5
		SP:Iteration 19Q (1465.050000 sec): 3 clusters
  Score: Raw -286435.732089 + Penalty 3781.811017 = -282653.921072
  nChanged 3
		SP:Iteration 20F (1465.050000 sec): 3 clusters
  Score: Raw -286442.239791 + Penalty 3781.811017 = -282660.428774
  nChanged 2
		SP:Iteration 21Q (1465.060000 sec): 3 clusters
  Score: Raw -286446.422391 + Penalty 3781.811017 = -282664.611374
  nChanged 2
		SP:Iteration 22Q (1465.070000 sec): 3 clusters
  Score: Raw -286448.019635 + Penalty 3781.811017 = -282666.208618
  nChanged 0
		SP:Iteration 23F (1465.080000 sec): 3 clusters
  Score: Raw -286448.019635 + Penalty 3781.811017 = -282666.208618
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (23900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1465.170000 sec): 2 clusters
  Score: Raw -3362304.595145 + Penalty 2500.245167 = -3359804.349978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1465.270000 sec): 3 clusters
  Score: Raw -3348263.465918 + Penalty 5000.490334 = -3343262.975584
  nChanged 10610
		SP:Iteration 1F (1465.370000 sec): 3 clusters
  Score: Raw -3354117.138305 + Penalty 5000.490334 = -3349116.647971
  nChanged 1272
		SP:Iteration 2F (1465.460000 sec): 3 clusters
  Score: Raw -3354587.657750 + Penalty 5000.490334 = -3349587.167416
  nChanged 1118
		SP:Iteration 3Q (1465.560000 sec): 3 clusters
  Score: Raw -3355007.728384 + Penalty 5000.490334 = -3350007.238050
  nChanged 1017
		SP:Iteration 4Q (1465.660000 sec): 3 clusters
  Score: Raw -3355385.937603 + Penalty 5000.490334 = -3350385.447269
  nChanged 1013
		SP:Iteration 5Q (1465.760000 sec): 3 clusters
  Score: Raw -3355797.363672 + Penalty 5000.490334 = -3350796.873338
  nChanged 1076
		SP:Iteration 6Q (1465.860000 sec): 3 clusters
  Score: Raw -3356311.007193 + Penalty 5000.490334 = -3351310.516859
  nChanged 1158
		SP:Iteration 7Q (1465.950000 sec): 3 clusters
  Score: Raw -3356945.694783 + Penalty 5000.490334 = -3351945.204449
  nChanged 1281
		SP:Iteration 8F (1466.050000 sec): 3 clusters
  Score: Raw -3357747.842966 + Penalty 5000.490334 = -3352747.352632
  nChanged 1326
		SP:Iteration 9F (1466.150000 sec): 3 clusters
  Score: Raw -3358673.353191 + Penalty 5000.490334 = -3353672.862857
  nChanged 1289
		SP:Iteration 10F (1466.250000 sec): 3 clusters
  Score: Raw -3359657.354391 + Penalty 5000.490334 = -3354656.864057
  nChanged 1119
		SP:Iteration 11Q (1466.340000 sec): 3 clusters
  Score: Raw -3360532.435091 + Penalty 5000.490334 = -3355531.944757
  nChanged 854
		SP:Iteration 12Q (1466.440000 sec): 3 clusters
  Score: Raw -3361223.062372 + Penalty 5000.490334 = -3356222.572038
  nChanged 675
		SP:Iteration 13Q (1466.530000 sec): 3 clusters
  Score: Raw -3361802.715951 + Penalty 5000.490334 = -3356802.225617
  nChanged 446
		SP:Iteration 14Q (1466.620000 sec): 3 clusters
  Score: Raw -3362170.678500 + Penalty 5000.490334 = -3357170.188166
  nChanged 288
		SP:Iteration 15Q (1466.700000 sec): 3 clusters
  Score: Raw -3362407.824187 + Penalty 5000.490334 = -3357407.333853
  nChanged 190
		SP:Iteration 16Q (1466.780000 sec): 3 clusters
  Score: Raw -3362562.537486 + Penalty 5000.490334 = -3357562.047152
  nChanged 128
		SP:Iteration 17Q (1466.870000 sec): 3 clusters
  Score: Raw -3362671.058293 + Penalty 5000.490334 = -3357670.567959
  nChanged 66
		SP:Iteration 18Q (1466.940000 sec): 3 clusters
  Score: Raw -3362720.760230 + Penalty 5000.490334 = -3357720.269896
  nChanged 41
		SP:Iteration 19Q (1467.020000 sec): 3 clusters
  Score: Raw -3362752.000503 + Penalty 5000.490334 = -3357751.510169
  nChanged 38
		SP:Iteration 20F (1467.120000 sec): 3 clusters
  Score: Raw -3362783.457712 + Penalty 5000.490334 = -3357782.967378
  nChanged 23
		SP:Iteration 21Q (1467.190000 sec): 3 clusters
  Score: Raw -3362803.979217 + Penalty 5000.490334 = -3357803.488883
  nChanged 22
		SP:Iteration 22Q (1467.270000 sec): 3 clusters
  Score: Raw -3362823.433298 + Penalty 5000.490334 = -3357822.942964
  nChanged 23
		SP:Iteration 23Q (1467.350000 sec): 3 clusters
  Score: Raw -3362843.897109 + Penalty 5000.490334 = -3357843.406775
  nChanged 22
		SP:Iteration 24Q (1467.430000 sec): 3 clusters
  Score: Raw -3362861.031121 + Penalty 5000.490334 = -3357860.540787
  nChanged 14
		SP:Iteration 25Q (1467.500000 sec): 3 clusters
  Score: Raw -3362874.971018 + Penalty 5000.490334 = -3357874.480684
  nChanged 16
		SP:Iteration 26Q (1467.570000 sec): 3 clusters
  Score: Raw -3362889.047770 + Penalty 5000.490334 = -3357888.557436
  nChanged 15
		SP:Iteration 27Q (1467.650000 sec): 3 clusters
  Score: Raw -3362902.346976 + Penalty 5000.490334 = -3357901.856642
  nChanged 4
		SP:Iteration 28Q (1467.720000 sec): 3 clusters
  Score: Raw -3362904.403101 + Penalty 5000.490334 = -3357903.912767
  nChanged 3
		SP:Iteration 29Q (1467.800000 sec): 3 clusters
  Score: Raw -3362906.813324 + Penalty 5000.490334 = -3357906.322990
  nChanged 3
		SP:Iteration 30Q (1467.870000 sec): 3 clusters
  Score: Raw -3362908.403344 + Penalty 5000.490334 = -3357907.913010
  nChanged 5
		SP:Iteration 31Q (1467.950000 sec): 3 clusters
  Score: Raw -3362912.956969 + Penalty 5000.490334 = -3357912.466635
  nChanged 4
		SP:Iteration 32Q (1468.020000 sec): 3 clusters
  Score: Raw -3362915.823934 + Penalty 5000.490334 = -3357915.333600
  nChanged 1
		SP:Iteration 33Q (1468.090000 sec): 3 clusters
  Score: Raw -3362916.474745 + Penalty 5000.490334 = -3357915.984411
  nChanged 2
		SP:Iteration 34Q (1468.170000 sec): 3 clusters
  Score: Raw -3362917.569697 + Penalty 5000.490334 = -3357917.079363
  nChanged 2
		SP:Iteration 35Q (1468.240000 sec): 3 clusters
  Score: Raw -3362919.606961 + Penalty 5000.490334 = -3357919.116627
  nChanged 2
		SP:Iteration 36Q (1468.310000 sec): 3 clusters
  Score: Raw -3362920.620882 + Penalty 5000.490334 = -3357920.130548
  nChanged 1
		SP:Iteration 37Q (1468.390000 sec): 3 clusters
  Score: Raw -3362921.515893 + Penalty 5000.490334 = -3357921.025559
  nChanged 0
		SP:Iteration 38F (1468.480000 sec): 3 clusters
  Score: Raw -3362921.515893 + Penalty 5000.490334 = -3357921.025559
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (39694 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1468.620000 sec): 2 clusters
  Score: Raw -6139569.057108 + Penalty 2626.060920 = -6136942.996188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1468.790000 sec): 3 clusters
  Score: Raw -6115186.490802 + Penalty 5252.121840 = -6109934.368962
  nChanged 18218
		SP:Iteration 1F (1468.950000 sec): 3 clusters
  Score: Raw -6125159.613316 + Penalty 5252.121840 = -6119907.491476
  nChanged 1796
		SP:Iteration 2Q (1469.120000 sec): 3 clusters
  Score: Raw -6125753.319293 + Penalty 5252.121840 = -6120501.197453
  nChanged 1800
		SP:Iteration 3Q (1469.290000 sec): 3 clusters
  Score: Raw -6126444.814383 + Penalty 5252.121840 = -6121192.692543
  nChanged 2005
		SP:Iteration 4F (1469.450000 sec): 3 clusters
  Score: Raw -6127405.297610 + Penalty 5252.121840 = -6122153.175770
  nChanged 2384
		SP:Iteration 5F (1469.610000 sec): 3 clusters
  Score: Raw -6128763.537882 + Penalty 5252.121840 = -6123511.416042
  nChanged 2709
		SP:Iteration 6F (1469.780000 sec): 3 clusters
  Score: Raw -6130592.221704 + Penalty 5252.121840 = -6125340.099864
  nChanged 2817
		SP:Iteration 7F (1469.940000 sec): 3 clusters
  Score: Raw -6132582.738924 + Penalty 5252.121840 = -6127330.617084
  nChanged 2602
		SP:Iteration 8F (1470.100000 sec): 3 clusters
  Score: Raw -6134520.959920 + Penalty 5252.121840 = -6129268.838081
  nChanged 2175
		SP:Iteration 9F (1470.260000 sec): 3 clusters
  Score: Raw -6136094.314312 + Penalty 5252.121840 = -6130842.192472
  nChanged 1600
		SP:Iteration 10Q (1470.430000 sec): 3 clusters
  Score: Raw -6137225.369950 + Penalty 5252.121840 = -6131973.248110
  nChanged 1160
		SP:Iteration 11Q (1470.590000 sec): 3 clusters
  Score: Raw -6138063.962950 + Penalty 5252.121840 = -6132811.841111
  nChanged 816
		SP:Iteration 12Q (1470.750000 sec): 3 clusters
  Score: Raw -6138660.464343 + Penalty 5252.121840 = -6133408.342503
  nChanged 608
		SP:Iteration 13Q (1470.900000 sec): 3 clusters
  Score: Raw -6139116.514049 + Penalty 5252.121840 = -6133864.392209
  nChanged 474
		SP:Iteration 14Q (1471.040000 sec): 3 clusters
  Score: Raw -6139500.960392 + Penalty 5252.121840 = -6134248.838553
  nChanged 361
		SP:Iteration 15Q (1471.180000 sec): 3 clusters
  Score: Raw -6139792.126058 + Penalty 5252.121840 = -6134540.004219
  nChanged 287
		SP:Iteration 16Q (1471.300000 sec): 3 clusters
  Score: Raw -6140017.636499 + Penalty 5252.121840 = -6134765.514660
  nChanged 199
		SP:Iteration 17Q (1471.440000 sec): 3 clusters
  Score: Raw -6140155.405555 + Penalty 5252.121840 = -6134903.283715
  nChanged 174
		SP:Iteration 18Q (1471.560000 sec): 3 clusters
  Score: Raw -6140231.895068 + Penalty 5252.121840 = -6134979.773228
  nChanged 123
		SP:Iteration 19Q (1471.680000 sec): 3 clusters
  Score: Raw -6140277.200884 + Penalty 5252.121840 = -6135025.079045
  nChanged 88
		SP:Iteration 20F (1471.850000 sec): 3 clusters
  Score: Raw -6140304.589085 + Penalty 5252.121840 = -6135052.467245
  nChanged 66
		SP:Iteration 21Q (1471.970000 sec): 3 clusters
  Score: Raw -6140321.398816 + Penalty 5252.121840 = -6135069.276976
  nChanged 42
		SP:Iteration 22Q (1472.100000 sec): 3 clusters
  Score: Raw -6140331.178586 + Penalty 5252.121840 = -6135079.056746
  nChanged 34
		SP:Iteration 23Q (1472.220000 sec): 3 clusters
  Score: Raw -6140339.135413 + Penalty 5252.121840 = -6135087.013573
  nChanged 28
		SP:Iteration 24Q (1472.340000 sec): 3 clusters
  Score: Raw -6140344.614020 + Penalty 5252.121840 = -6135092.492180
  nChanged 19
		SP:Iteration 25Q (1472.470000 sec): 3 clusters
  Score: Raw -6140348.274986 + Penalty 5252.121840 = -6135096.153147
  nChanged 13
		SP:Iteration 26Q (1472.590000 sec): 3 clusters
  Score: Raw -6140351.198407 + Penalty 5252.121840 = -6135099.076568
  nChanged 15
		SP:Iteration 27Q (1472.710000 sec): 3 clusters
  Score: Raw -6140353.846174 + Penalty 5252.121840 = -6135101.724334
  nChanged 11
		SP:Iteration 28Q (1472.840000 sec): 3 clusters
  Score: Raw -6140355.676912 + Penalty 5252.121840 = -6135103.555072
  nChanged 8
		SP:Iteration 29Q (1472.960000 sec): 3 clusters
  Score: Raw -6140356.749987 + Penalty 5252.121840 = -6135104.628148
  nChanged 8
		SP:Iteration 30Q (1473.080000 sec): 3 clusters
  Score: Raw -6140358.203685 + Penalty 5252.121840 = -6135106.081846
  nChanged 6
		SP:Iteration 31Q (1473.210000 sec): 3 clusters
  Score: Raw -6140359.134836 + Penalty 5252.121840 = -6135107.012997
  nChanged 4
		SP:Iteration 32Q (1473.330000 sec): 3 clusters
  Score: Raw -6140359.773042 + Penalty 5252.121840 = -6135107.651202
  nChanged 3
		SP:Iteration 33Q (1473.440000 sec): 3 clusters
  Score: Raw -6140360.271147 + Penalty 5252.121840 = -6135108.149308
  nChanged 0
		SP:Iteration 34F (1473.600000 sec): 3 clusters
  Score: Raw -6140360.271147 + Penalty 5252.121840 = -6135108.149308
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (121026 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1474.040000 sec): 2 clusters
  Score: Raw -17639833.815477 + Penalty 2902.532648 = -17636931.282829
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1474.530000 sec): 3 clusters
  Score: Raw -17561632.539464 + Penalty 5805.065296 = -17555827.474168
  nChanged 57683
		SP:Iteration 1F (1475.020000 sec): 3 clusters
  Score: Raw -17594671.061823 + Penalty 5805.065296 = -17588865.996527
  nChanged 3764
		SP:Iteration 2Q (1475.520000 sec): 3 clusters
  Score: Raw -17595547.829342 + Penalty 5805.065296 = -17589742.764046
  nChanged 3893
		SP:Iteration 3Q (1476.020000 sec): 3 clusters
  Score: Raw -17596615.190856 + Penalty 5805.065296 = -17590810.125560
  nChanged 4284
		SP:Iteration 4Q (1476.520000 sec): 3 clusters
  Score: Raw -17598039.219645 + Penalty 5805.065296 = -17592234.154349
  nChanged 4999
		SP:Iteration 5Q (1477.020000 sec): 3 clusters
  Score: Raw -17600124.057488 + Penalty 5805.065296 = -17594318.992192
  nChanged 5890
		SP:Iteration 6Q (1477.520000 sec): 3 clusters
  Score: Raw -17603189.955458 + Penalty 5805.065296 = -17597384.890162
  nChanged 6959
		SP:Iteration 7F (1478.010000 sec): 3 clusters
  Score: Raw -17607428.834077 + Penalty 5805.065296 = -17601623.768781
  nChanged 7677
		SP:Iteration 8F (1478.490000 sec): 3 clusters
  Score: Raw -17612738.180375 + Penalty 5805.065296 = -17606933.115079
  nChanged 8292
		SP:Iteration 9F (1478.990000 sec): 3 clusters
  Score: Raw -17619376.135870 + Penalty 5805.065296 = -17613571.070574
  nChanged 8092
		SP:Iteration 10F (1479.480000 sec): 3 clusters
  Score: Raw -17626374.048449 + Penalty 5805.065296 = -17620568.983153
  nChanged 6768
		SP:Iteration 11F (1479.970000 sec): 3 clusters
  Score: Raw -17631903.356880 + Penalty 5805.065296 = -17626098.291584
  nChanged 5221
		SP:Iteration 12Q (1480.450000 sec): 3 clusters
  Score: Raw -17635579.777082 + Penalty 5805.065296 = -17629774.711786
  nChanged 3856
		SP:Iteration 13Q (1480.920000 sec): 3 clusters
  Score: Raw -17638018.052035 + Penalty 5805.065296 = -17632212.986739
  nChanged 3021
		SP:Iteration 14Q (1481.380000 sec): 3 clusters
  Score: Raw -17639618.478059 + Penalty 5805.065296 = -17633813.412763
  nChanged 2294
		SP:Iteration 15Q (1481.840000 sec): 3 clusters
  Score: Raw -17640484.669535 + Penalty 5805.065296 = -17634679.604239
  nChanged 1616
		SP:Iteration 16Q (1482.290000 sec): 3 clusters
  Score: Raw -17640935.647790 + Penalty 5805.065296 = -17635130.582494
  nChanged 1160
		SP:Iteration 17Q (1482.750000 sec): 3 clusters
  Score: Raw -17641160.446933 + Penalty 5805.065296 = -17635355.381637
  nChanged 781
		SP:Iteration 18Q (1483.190000 sec): 3 clusters
  Score: Raw -17641263.103192 + Penalty 5805.065296 = -17635458.037896
  nChanged 513
		SP:Iteration 19Q (1483.650000 sec): 3 clusters
  Score: Raw -17641312.703513 + Penalty 5805.065296 = -17635507.638217
  nChanged 351
		SP:Iteration 20F (1484.180000 sec): 3 clusters
  Score: Raw -17641338.312108 + Penalty 5805.065296 = -17635533.246812
  nChanged 267
		SP:Iteration 21Q (1484.670000 sec): 3 clusters
  Score: Raw -17641354.202872 + Penalty 5805.065296 = -17635549.137576
  nChanged 199
		SP:Iteration 22Q (1485.130000 sec): 3 clusters
  Score: Raw -17641363.654155 + Penalty 5805.065296 = -17635558.588859
  nChanged 151
		SP:Iteration 23Q (1485.590000 sec): 3 clusters
  Score: Raw -17641369.022429 + Penalty 5805.065296 = -17635563.957133
  nChanged 103
		SP:Iteration 24Q (1486.040000 sec): 3 clusters
  Score: Raw -17641372.149456 + Penalty 5805.065296 = -17635567.084160
  nChanged 77
		SP:Iteration 25Q (1486.490000 sec): 3 clusters
  Score: Raw -17641374.735989 + Penalty 5805.065296 = -17635569.670693
  nChanged 72
		SP:Iteration 26Q (1486.950000 sec): 3 clusters
  Score: Raw -17641377.015465 + Penalty 5805.065296 = -17635571.950169
  nChanged 67
		SP:Iteration 27Q (1487.400000 sec): 3 clusters
  Score: Raw -17641378.633214 + Penalty 5805.065296 = -17635573.567918
  nChanged 53
		SP:Iteration 28Q (1487.850000 sec): 3 clusters
  Score: Raw -17641379.888700 + Penalty 5805.065296 = -17635574.823404
  nChanged 39
		SP:Iteration 29Q (1488.310000 sec): 3 clusters
  Score: Raw -17641380.624039 + Penalty 5805.065296 = -17635575.558743
  nChanged 29
		SP:Iteration 30Q (1488.770000 sec): 3 clusters
  Score: Raw -17641381.148293 + Penalty 5805.065296 = -17635576.082997
  nChanged 21
		SP:Iteration 31Q (1489.220000 sec): 3 clusters
  Score: Raw -17641381.443289 + Penalty 5805.065296 = -17635576.377993
  nChanged 13
		SP:Iteration 32Q (1489.680000 sec): 3 clusters
  Score: Raw -17641381.611878 + Penalty 5805.065296 = -17635576.546582
  nChanged 10
		SP:Iteration 33Q (1490.130000 sec): 3 clusters
  Score: Raw -17641381.764141 + Penalty 5805.065296 = -17635576.698845
  nChanged 8
		SP:Iteration 34Q (1490.580000 sec): 3 clusters
  Score: Raw -17641381.913252 + Penalty 5805.065296 = -17635576.847956
  nChanged 9
		SP:Iteration 35Q (1491.040000 sec): 3 clusters
  Score: Raw -17641382.031351 + Penalty 5805.065296 = -17635576.966055
  nChanged 12
		SP:Iteration 36Q (1491.490000 sec): 3 clusters
  Score: Raw -17641382.207357 + Penalty 5805.065296 = -17635577.142061
  nChanged 10
		SP:Iteration 37Q (1491.950000 sec): 3 clusters
  Score: Raw -17641382.338277 + Penalty 5805.065296 = -17635577.272981
  nChanged 11
		SP:Iteration 38Q (1492.400000 sec): 3 clusters
  Score: Raw -17641382.502823 + Penalty 5805.065296 = -17635577.437527
  nChanged 8
		SP:Iteration 39Q (1492.840000 sec): 3 clusters
  Score: Raw -17641382.629041 + Penalty 5805.065296 = -17635577.563745
  nChanged 7
		SP:Iteration 40F (1493.330000 sec): 3 clusters
  Score: Raw -17641382.722275 + Penalty 5805.065296 = -17635577.656979
  nChanged 9
		SP:Iteration 41Q (1493.780000 sec): 3 clusters
  Score: Raw -17641382.846043 + Penalty 5805.065296 = -17635577.780747
  nChanged 7
		SP:Iteration 42Q (1494.230000 sec): 3 clusters
  Score: Raw -17641382.977441 + Penalty 5805.065296 = -17635577.912145
  nChanged 11
		SP:Iteration 43Q (1494.650000 sec): 3 clusters
  Score: Raw -17641383.111510 + Penalty 5805.065296 = -17635578.046214
  nChanged 4
		SP:Iteration 44Q (1495.070000 sec): 3 clusters
  Score: Raw -17641383.158045 + Penalty 5805.065296 = -17635578.092749
  nChanged 3
		SP:Iteration 45Q (1495.490000 sec): 3 clusters
  Score: Raw -17641383.202377 + Penalty 5805.065296 = -17635578.137080
  nChanged 4
		SP:Iteration 46Q (1495.920000 sec): 3 clusters
  Score: Raw -17641383.233064 + Penalty 5805.065296 = -17635578.167768
  nChanged 1
		SP:Iteration 47Q (1496.340000 sec): 3 clusters
  Score: Raw -17641383.238970 + Penalty 5805.065296 = -17635578.173674
  nChanged 1
		SP:Iteration 48Q (1496.760000 sec): 3 clusters
  Score: Raw -17641383.243428 + Penalty 5805.065296 = -17635578.178132
  nChanged 0
		SP:Iteration 49F (1497.210000 sec): 3 clusters
  Score: Raw -17641383.243428 + Penalty 5805.065296 = -17635578.178132
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1497.300000 sec): 2 clusters
  Score: Raw -1791404.319174 + Penalty 2324.095586 = -1789080.223588
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1497.340000 sec): 3 clusters
  Score: Raw -1784942.192884 + Penalty 4648.191171 = -1780294.001712
  nChanged 4979
		SP:Iteration 1F (1497.380000 sec): 3 clusters
  Score: Raw -1787627.299756 + Penalty 4648.191171 = -1782979.108585
  nChanged 686
		SP:Iteration 2F (1497.420000 sec): 3 clusters
  Score: Raw -1787927.007192 + Penalty 4648.191171 = -1783278.816021
  nChanged 579
		SP:Iteration 3Q (1497.470000 sec): 3 clusters
  Score: Raw -1788169.500421 + Penalty 4648.191171 = -1783521.309250
  nChanged 509
		SP:Iteration 4Q (1497.510000 sec): 3 clusters
  Score: Raw -1788384.173887 + Penalty 4648.191171 = -1783735.982716
  nChanged 454
		SP:Iteration 5Q (1497.560000 sec): 3 clusters
  Score: Raw -1788579.110759 + Penalty 4648.191171 = -1783930.919588
  nChanged 463
		SP:Iteration 6Q (1497.600000 sec): 3 clusters
  Score: Raw -1788803.345267 + Penalty 4648.191171 = -1784155.154096
  nChanged 484
		SP:Iteration 7Q (1497.640000 sec): 3 clusters
  Score: Raw -1789060.023621 + Penalty 4648.191171 = -1784411.832450
  nChanged 519
		SP:Iteration 8Q (1497.680000 sec): 3 clusters
  Score: Raw -1789359.765319 + Penalty 4648.191171 = -1784711.574148
  nChanged 550
		SP:Iteration 9Q (1497.730000 sec): 3 clusters
  Score: Raw -1789702.698687 + Penalty 4648.191171 = -1785054.507516
  nChanged 537
		SP:Iteration 10Q (1497.770000 sec): 3 clusters
  Score: Raw -1790069.811563 + Penalty 4648.191171 = -1785421.620392
  nChanged 536
		SP:Iteration 11Q (1497.810000 sec): 3 clusters
  Score: Raw -1790467.927766 + Penalty 4648.191171 = -1785819.736595
  nChanged 453
		SP:Iteration 12Q (1497.860000 sec): 3 clusters
  Score: Raw -1790813.466585 + Penalty 4648.191171 = -1786165.275414
  nChanged 361
		SP:Iteration 13Q (1497.900000 sec): 3 clusters
  Score: Raw -1791107.288928 + Penalty 4648.191171 = -1786459.097757
  nChanged 263
		SP:Iteration 14Q (1497.940000 sec): 3 clusters
  Score: Raw -1791316.062084 + Penalty 4648.191171 = -1786667.870913
  nChanged 200
		SP:Iteration 15Q (1497.980000 sec): 3 clusters
  Score: Raw -1791464.762664 + Penalty 4648.191171 = -1786816.571493
  nChanged 154
		SP:Iteration 16Q (1498.020000 sec): 3 clusters
  Score: Raw -1791576.644201 + Penalty 4648.191171 = -1786928.453030
  nChanged 111
		SP:Iteration 17Q (1498.060000 sec): 3 clusters
  Score: Raw -1791653.658548 + Penalty 4648.191171 = -1787005.467377
  nChanged 81
		SP:Iteration 18Q (1498.090000 sec): 3 clusters
  Score: Raw -1791709.485379 + Penalty 4648.191171 = -1787061.294208
  nChanged 50
		SP:Iteration 19Q (1498.130000 sec): 3 clusters
  Score: Raw -1791744.376991 + Penalty 4648.191171 = -1787096.185820
  nChanged 27
		SP:Iteration 20F (1498.170000 sec): 3 clusters
  Score: Raw -1791767.783475 + Penalty 4648.191171 = -1787119.592304
  nChanged 36
		SP:Iteration 21Q (1498.200000 sec): 3 clusters
  Score: Raw -1791791.039082 + Penalty 4648.191171 = -1787142.847911
  nChanged 26
		SP:Iteration 22Q (1498.240000 sec): 3 clusters
  Score: Raw -1791811.699230 + Penalty 4648.191171 = -1787163.508058
  nChanged 16
		SP:Iteration 23Q (1498.280000 sec): 3 clusters
  Score: Raw -1791826.121781 + Penalty 4648.191171 = -1787177.930609
  nChanged 13
		SP:Iteration 24Q (1498.320000 sec): 3 clusters
  Score: Raw -1791837.778297 + Penalty 4648.191171 = -1787189.587125
  nChanged 10
		SP:Iteration 25Q (1498.360000 sec): 3 clusters
  Score: Raw -1791845.814711 + Penalty 4648.191171 = -1787197.623539
  nChanged 9
		SP:Iteration 26Q (1498.400000 sec): 3 clusters
  Score: Raw -1791851.376920 + Penalty 4648.191171 = -1787203.185749
  nChanged 4
		SP:Iteration 27Q (1498.440000 sec): 3 clusters
  Score: Raw -1791855.246232 + Penalty 4648.191171 = -1787207.055061
  nChanged 7
		SP:Iteration 28Q (1498.480000 sec): 3 clusters
  Score: Raw -1791861.577024 + Penalty 4648.191171 = -1787213.385853
  nChanged 6
		SP:Iteration 29Q (1498.520000 sec): 3 clusters
  Score: Raw -1791866.597075 + Penalty 4648.191171 = -1787218.405903
  nChanged 3
		SP:Iteration 30Q (1498.560000 sec): 3 clusters
  Score: Raw -1791869.182049 + Penalty 4648.191171 = -1787220.990878
  nChanged 4
		SP:Iteration 31Q (1498.600000 sec): 3 clusters
  Score: Raw -1791872.170065 + Penalty 4648.191171 = -1787223.978894
  nChanged 3
		SP:Iteration 32Q (1498.640000 sec): 3 clusters
  Score: Raw -1791873.907808 + Penalty 4648.191171 = -1787225.716637
  nChanged 1
		SP:Iteration 33Q (1498.680000 sec): 3 clusters
  Score: Raw -1791874.353791 + Penalty 4648.191171 = -1787226.162620
  nChanged 2
		SP:Iteration 34Q (1498.720000 sec): 3 clusters
  Score: Raw -1791875.126154 + Penalty 4648.191171 = -1787226.934982
  nChanged 0
		SP:Iteration 35F (1498.760000 sec): 3 clusters
  Score: Raw -1791875.126154 + Penalty 4648.191171 = -1787226.934982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (5231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1498.790000 sec): 2 clusters
  Score: Raw -744859.213134 + Penalty 2123.464720 = -742735.748414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1498.810000 sec): 3 clusters
  Score: Raw -742345.734336 + Penalty 4246.929441 = -738098.804895
  nChanged 1988
		SP:Iteration 1F (1498.830000 sec): 3 clusters
  Score: Raw -743591.787968 + Penalty 4246.929441 = -739344.858527
  nChanged 431
		SP:Iteration 2F (1498.850000 sec): 3 clusters
  Score: Raw -743882.330513 + Penalty 4246.929441 = -739635.401072
  nChanged 314
		SP:Iteration 3F (1498.870000 sec): 3 clusters
  Score: Raw -744097.592662 + Penalty 4246.929441 = -739850.663221
  nChanged 265
		SP:Iteration 4F (1498.890000 sec): 3 clusters
  Score: Raw -744258.261968 + Penalty 4246.929441 = -740011.332527
  nChanged 224
		SP:Iteration 5Q (1498.920000 sec): 3 clusters
  Score: Raw -744417.277359 + Penalty 4246.929441 = -740170.347918
  nChanged 220
		SP:Iteration 6Q (1498.940000 sec): 3 clusters
  Score: Raw -744569.893275 + Penalty 4246.929441 = -740322.963835
  nChanged 193
		SP:Iteration 7Q (1498.960000 sec): 3 clusters
  Score: Raw -744691.464631 + Penalty 4246.929441 = -740444.535190
  nChanged 159
		SP:Iteration 8Q (1498.980000 sec): 3 clusters
  Score: Raw -744796.595280 + Penalty 4246.929441 = -740549.665839
  nChanged 141
		SP:Iteration 9Q (1499.000000 sec): 3 clusters
  Score: Raw -744882.743369 + Penalty 4246.929441 = -740635.813929
  nChanged 113
		SP:Iteration 10Q (1499.020000 sec): 3 clusters
  Score: Raw -744949.266674 + Penalty 4246.929441 = -740702.337233
  nChanged 100
		SP:Iteration 11Q (1499.040000 sec): 3 clusters
  Score: Raw -745011.410234 + Penalty 4246.929441 = -740764.480793
  nChanged 96
		SP:Iteration 12Q (1499.060000 sec): 3 clusters
  Score: Raw -745072.511650 + Penalty 4246.929441 = -740825.582209
  nChanged 89
		SP:Iteration 13Q (1499.080000 sec): 3 clusters
  Score: Raw -745132.058179 + Penalty 4246.929441 = -740885.128738
  nChanged 82
		SP:Iteration 14Q (1499.100000 sec): 3 clusters
  Score: Raw -745187.877105 + Penalty 4246.929441 = -740940.947664
  nChanged 80
		SP:Iteration 15Q (1499.120000 sec): 3 clusters
  Score: Raw -745245.170663 + Penalty 4246.929441 = -740998.241222
  nChanged 72
		SP:Iteration 16Q (1499.140000 sec): 3 clusters
  Score: Raw -745291.347030 + Penalty 4246.929441 = -741044.417590
  nChanged 44
		SP:Iteration 17Q (1499.160000 sec): 3 clusters
  Score: Raw -745315.831273 + Penalty 4246.929441 = -741068.901832
  nChanged 36
		SP:Iteration 18Q (1499.180000 sec): 3 clusters
  Score: Raw -745332.166116 + Penalty 4246.929441 = -741085.236675
  nChanged 28
		SP:Iteration 19Q (1499.200000 sec): 3 clusters
  Score: Raw -745346.969417 + Penalty 4246.929441 = -741100.039976
  nChanged 25
		SP:Iteration 20F (1499.220000 sec): 3 clusters
  Score: Raw -745361.340564 + Penalty 4246.929441 = -741114.411123
  nChanged 21
		SP:Iteration 21Q (1499.240000 sec): 3 clusters
  Score: Raw -745374.715097 + Penalty 4246.929441 = -741127.785656
  nChanged 22
		SP:Iteration 22Q (1499.260000 sec): 3 clusters
  Score: Raw -745387.443461 + Penalty 4246.929441 = -741140.514020
  nChanged 22
		SP:Iteration 23Q (1499.280000 sec): 3 clusters
  Score: Raw -745397.881298 + Penalty 4246.929441 = -741150.951858
  nChanged 15
		SP:Iteration 24Q (1499.300000 sec): 3 clusters
  Score: Raw -745405.958756 + Penalty 4246.929441 = -741159.029315
  nChanged 16
		SP:Iteration 25Q (1499.320000 sec): 3 clusters
  Score: Raw -745414.422149 + Penalty 4246.929441 = -741167.492708
  nChanged 17
		SP:Iteration 26Q (1499.340000 sec): 3 clusters
  Score: Raw -745421.106661 + Penalty 4246.929441 = -741174.177220
  nChanged 8
		SP:Iteration 27Q (1499.360000 sec): 3 clusters
  Score: Raw -745424.857780 + Penalty 4246.929441 = -741177.928340
  nChanged 7
		SP:Iteration 28Q (1499.380000 sec): 3 clusters
  Score: Raw -745428.302178 + Penalty 4246.929441 = -741181.372737
  nChanged 6
		SP:Iteration 29Q (1499.390000 sec): 3 clusters
  Score: Raw -745431.406544 + Penalty 4246.929441 = -741184.477103
  nChanged 6
		SP:Iteration 30Q (1499.410000 sec): 3 clusters
  Score: Raw -745434.196276 + Penalty 4246.929441 = -741187.266836
  nChanged 10
		SP:Iteration 31Q (1499.430000 sec): 3 clusters
  Score: Raw -745440.900583 + Penalty 4246.929441 = -741193.971143
  nChanged 8
		SP:Iteration 32Q (1499.450000 sec): 3 clusters
  Score: Raw -745444.771063 + Penalty 4246.929441 = -741197.841622
  nChanged 6
		SP:Iteration 33Q (1499.470000 sec): 3 clusters
  Score: Raw -745447.236129 + Penalty 4246.929441 = -741200.306688
  nChanged 4
		SP:Iteration 34Q (1499.490000 sec): 3 clusters
  Score: Raw -745449.348340 + Penalty 4246.929441 = -741202.418899
  nChanged 5
		SP:Iteration 35Q (1499.500000 sec): 3 clusters
  Score: Raw -745452.087731 + Penalty 4246.929441 = -741205.158290
  nChanged 5
		SP:Iteration 36Q (1499.520000 sec): 3 clusters
  Score: Raw -745454.784081 + Penalty 4246.929441 = -741207.854640
  nChanged 2
		SP:Iteration 37Q (1499.540000 sec): 3 clusters
  Score: Raw -745456.540867 + Penalty 4246.929441 = -741209.611426
  nChanged 1
		SP:Iteration 38Q (1499.560000 sec): 3 clusters
  Score: Raw -745457.350016 + Penalty 4246.929441 = -741210.420575
  nChanged 3
		SP:Iteration 39Q (1499.580000 sec): 3 clusters
  Score: Raw -745458.598652 + Penalty 4246.929441 = -741211.669211
  nChanged 0
		SP:Iteration 40F (1499.600000 sec): 3 clusters
  Score: Raw -745458.598652 + Penalty 4246.929441 = -741211.669211
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1499.600000 sec): 2 clusters
  Score: Raw -28187.196059 + Penalty 1371.298414 = -26815.897645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1499.600000 sec): 3 clusters
  Score: Raw -28498.329613 + Penalty 2742.596827 = -25755.732785
  nChanged 43
		SP:Iteration 1F (1499.610000 sec): 3 clusters
  Score: Raw -28802.858279 + Penalty 2742.596827 = -26060.261451
  nChanged 24
		SP:Iteration 2F (1499.610000 sec): 3 clusters
  Score: Raw -29034.327009 + Penalty 2742.596827 = -26291.730182
  nChanged 15
		SP:Iteration 3F (1499.610000 sec): 3 clusters
  Score: Raw -29135.634076 + Penalty 2742.596827 = -26393.037248
  nChanged 9
		SP:Iteration 4Q (1499.610000 sec): 3 clusters
  Score: Raw -29360.662608 + Penalty 2742.596827 = -26618.065780
  nChanged 6
		SP:Iteration 5Q (1499.610000 sec): 3 clusters
  Score: Raw -29461.585464 + Penalty 2742.596827 = -26718.988637
  nChanged 7
		SP:Iteration 6Q (1499.610000 sec): 3 clusters
  Score: Raw -29542.929278 + Penalty 2742.596827 = -26800.332451
  nChanged 3
		SP:Iteration 7Q (1499.610000 sec): 3 clusters
  Score: Raw -29570.020356 + Penalty 2742.596827 = -26827.423528
  nChanged 2
		SP:Iteration 8Q (1499.610000 sec): 3 clusters
  Score: Raw -29582.101960 + Penalty 2742.596827 = -26839.505133
  nChanged 1
		SP:Iteration 9Q (1499.610000 sec): 3 clusters
  Score: Raw -29586.759993 + Penalty 2742.596827 = -26844.163165
  nChanged 1
		SP:Iteration 10Q (1499.620000 sec): 3 clusters
  Score: Raw -29593.140613 + Penalty 2742.596827 = -26850.543785
  nChanged 0
		SP:Iteration 11F (1499.620000 sec): 3 clusters
  Score: Raw -29593.284712 + Penalty 2742.596827 = -26850.687885
  nChanged 1
		SP:Iteration 12Q (1499.620000 sec): 3 clusters
  Score: Raw -29611.467650 + Penalty 2742.596827 = -26868.870823
  nChanged 0
		SP:Iteration 13F (1499.620000 sec): 3 clusters
  Score: Raw -29611.467650 + Penalty 2742.596827 = -26868.870823
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 33.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (31290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1499.740000 sec): 2 clusters
  Score: Raw -4567338.807658 + Penalty 2567.061351 = -4564771.746307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1499.870000 sec): 3 clusters
  Score: Raw -4548657.662049 + Penalty 5134.122703 = -4543523.539346
  nChanged 14036
		SP:Iteration 1F (1500.000000 sec): 3 clusters
  Score: Raw -4556401.115939 + Penalty 5134.122703 = -4551266.993236
  nChanged 1513
		SP:Iteration 2Q (1500.130000 sec): 3 clusters
  Score: Raw -4556979.507727 + Penalty 5134.122703 = -4551845.385024
  nChanged 1565
		SP:Iteration 3F (1500.260000 sec): 3 clusters
  Score: Raw -4557767.163005 + Penalty 5134.122703 = -4552633.040302
  nChanged 1731
		SP:Iteration 4F (1500.380000 sec): 3 clusters
  Score: Raw -4558822.227851 + Penalty 5134.122703 = -4553688.105148
  nChanged 1970
		SP:Iteration 5F (1500.510000 sec): 3 clusters
  Score: Raw -4560154.141554 + Penalty 5134.122703 = -4555020.018851
  nChanged 2096
		SP:Iteration 6F (1500.640000 sec): 3 clusters
  Score: Raw -4561558.152117 + Penalty 5134.122703 = -4556424.029414
  nChanged 2070
		SP:Iteration 7F (1500.760000 sec): 3 clusters
  Score: Raw -4562929.855934 + Penalty 5134.122703 = -4557795.733231
  nChanged 1804
		SP:Iteration 8F (1500.890000 sec): 3 clusters
  Score: Raw -4564025.077353 + Penalty 5134.122703 = -4558890.954650
  nChanged 1361
		SP:Iteration 9Q (1501.020000 sec): 3 clusters
  Score: Raw -4564724.291283 + Penalty 5134.122703 = -4559590.168580
  nChanged 959
		SP:Iteration 10Q (1501.150000 sec): 3 clusters
  Score: Raw -4565116.503981 + Penalty 5134.122703 = -4559982.381278
  nChanged 649
		SP:Iteration 11Q (1501.280000 sec): 3 clusters
  Score: Raw -4565332.653532 + Penalty 5134.122703 = -4560198.530829
  nChanged 493
		SP:Iteration 12Q (1501.410000 sec): 3 clusters
  Score: Raw -4565490.087340 + Penalty 5134.122703 = -4560355.964637
  nChanged 433
		SP:Iteration 13Q (1501.540000 sec): 3 clusters
  Score: Raw -4565631.090146 + Penalty 5134.122703 = -4560496.967443
  nChanged 407
		SP:Iteration 14Q (1501.670000 sec): 3 clusters
  Score: Raw -4565761.481666 + Penalty 5134.122703 = -4560627.358963
  nChanged 380
		SP:Iteration 15Q (1501.800000 sec): 3 clusters
  Score: Raw -4565883.879931 + Penalty 5134.122703 = -4560749.757228
  nChanged 385
		SP:Iteration 16Q (1501.920000 sec): 3 clusters
  Score: Raw -4566024.748038 + Penalty 5134.122703 = -4560890.625335
  nChanged 373
		SP:Iteration 17Q (1502.050000 sec): 3 clusters
  Score: Raw -4566191.554037 + Penalty 5134.122703 = -4561057.431334
  nChanged 390
		SP:Iteration 18Q (1502.180000 sec): 3 clusters
  Score: Raw -4566489.067690 + Penalty 5134.122703 = -4561354.944987
  nChanged 411
		SP:Iteration 19Q (1502.300000 sec): 3 clusters
  Score: Raw -4566984.753804 + Penalty 5134.122703 = -4561850.631101
  nChanged 355
		SP:Iteration 20F (1502.430000 sec): 3 clusters
  Score: Raw -4567494.973479 + Penalty 5134.122703 = -4562360.850776
  nChanged 309
		SP:Iteration 21Q (1502.550000 sec): 3 clusters
  Score: Raw -4567854.336573 + Penalty 5134.122703 = -4562720.213870
  nChanged 274
		SP:Iteration 22Q (1502.660000 sec): 3 clusters
  Score: Raw -4568038.061789 + Penalty 5134.122703 = -4562903.939086
  nChanged 231
		SP:Iteration 23Q (1502.760000 sec): 3 clusters
  Score: Raw -4568154.323150 + Penalty 5134.122703 = -4563020.200447
  nChanged 174
		SP:Iteration 24Q (1502.870000 sec): 3 clusters
  Score: Raw -4568214.581324 + Penalty 5134.122703 = -4563080.458621
  nChanged 138
		SP:Iteration 25Q (1502.970000 sec): 3 clusters
  Score: Raw -4568254.138907 + Penalty 5134.122703 = -4563120.016204
  nChanged 124
		SP:Iteration 26Q (1503.070000 sec): 3 clusters
  Score: Raw -4568290.500967 + Penalty 5134.122703 = -4563156.378264
  nChanged 99
		SP:Iteration 27Q (1503.180000 sec): 3 clusters
  Score: Raw -4568316.922295 + Penalty 5134.122703 = -4563182.799592
  nChanged 81
		SP:Iteration 28Q (1503.280000 sec): 3 clusters
  Score: Raw -4568339.690555 + Penalty 5134.122703 = -4563205.567852
  nChanged 66
		SP:Iteration 29Q (1503.380000 sec): 3 clusters
  Score: Raw -4568354.390937 + Penalty 5134.122703 = -4563220.268234
  nChanged 59
		SP:Iteration 30Q (1503.480000 sec): 3 clusters
  Score: Raw -4568367.244669 + Penalty 5134.122703 = -4563233.121966
  nChanged 50
		SP:Iteration 31Q (1503.580000 sec): 3 clusters
  Score: Raw -4568376.733998 + Penalty 5134.122703 = -4563242.611295
  nChanged 44
		SP:Iteration 32Q (1503.680000 sec): 3 clusters
  Score: Raw -4568386.098761 + Penalty 5134.122703 = -4563251.976058
  nChanged 46
		SP:Iteration 33Q (1503.790000 sec): 3 clusters
  Score: Raw -4568396.311898 + Penalty 5134.122703 = -4563262.189195
  nChanged 36
		SP:Iteration 34Q (1503.890000 sec): 3 clusters
  Score: Raw -4568405.921465 + Penalty 5134.122703 = -4563271.798762
  nChanged 35
		SP:Iteration 35Q (1503.990000 sec): 3 clusters
  Score: Raw -4568413.154289 + Penalty 5134.122703 = -4563279.031586
  nChanged 22
		SP:Iteration 36Q (1504.080000 sec): 3 clusters
  Score: Raw -4568416.717683 + Penalty 5134.122703 = -4563282.594980
  nChanged 23
		SP:Iteration 37Q (1504.180000 sec): 3 clusters
  Score: Raw -4568420.544947 + Penalty 5134.122703 = -4563286.422244
  nChanged 19
		SP:Iteration 38Q (1504.280000 sec): 3 clusters
  Score: Raw -4568424.248386 + Penalty 5134.122703 = -4563290.125683
  nChanged 23
		SP:Iteration 39Q (1504.380000 sec): 3 clusters
  Score: Raw -4568428.355294 + Penalty 5134.122703 = -4563294.232591
  nChanged 19
		SP:Iteration 40F (1504.500000 sec): 3 clusters
  Score: Raw -4568431.025702 + Penalty 5134.122703 = -4563296.902999
  nChanged 15
		SP:Iteration 41Q (1504.600000 sec): 3 clusters
  Score: Raw -4568433.470830 + Penalty 5134.122703 = -4563299.348127
  nChanged 10
		SP:Iteration 42Q (1504.700000 sec): 3 clusters
  Score: Raw -4568434.749004 + Penalty 5134.122703 = -4563300.626301
  nChanged 6
		SP:Iteration 43Q (1504.800000 sec): 3 clusters
  Score: Raw -4568435.573426 + Penalty 5134.122703 = -4563301.450723
  nChanged 5
		SP:Iteration 44Q (1504.900000 sec): 3 clusters
  Score: Raw -4568436.469729 + Penalty 5134.122703 = -4563302.347026
  nChanged 8
		SP:Iteration 45Q (1505.000000 sec): 3 clusters
  Score: Raw -4568438.183457 + Penalty 5134.122703 = -4563304.060754
  nChanged 7
		SP:Iteration 46Q (1505.100000 sec): 3 clusters
  Score: Raw -4568439.575979 + Penalty 5134.122703 = -4563305.453276
  nChanged 9
		SP:Iteration 47Q (1505.200000 sec): 3 clusters
  Score: Raw -4568441.043884 + Penalty 5134.122703 = -4563306.921181
  nChanged 11
		SP:Iteration 48Q (1505.300000 sec): 3 clusters
  Score: Raw -4568442.553665 + Penalty 5134.122703 = -4563308.430962
  nChanged 5
		SP:Iteration 49Q (1505.410000 sec): 3 clusters
  Score: Raw -4568443.097508 + Penalty 5134.122703 = -4563308.974805
  nChanged 2
		SP:Iteration 50Q (1505.510000 sec): 3 clusters
  Score: Raw -4568443.265587 + Penalty 5134.122703 = -4563309.142884
  nChanged 0
		SP:Iteration 51F (1505.640000 sec): 3 clusters
  Score: Raw -4568443.265587 + Penalty 5134.122703 = -4563309.142884
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.650000 sec): 2 clusters
  Score: Raw -52879.326026 + Penalty 1478.967677 = -51400.358349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.660000 sec): 3 clusters
  Score: Raw -53107.559135 + Penalty 2957.935354 = -50149.623781
  nChanged 70
		SP:Iteration 1F (1505.660000 sec): 3 clusters
  Score: Raw -53314.957610 + Penalty 2957.935354 = -50357.022255
  nChanged 27
		SP:Iteration 2F (1505.660000 sec): 3 clusters
  Score: Raw -53427.461603 + Penalty 2957.935354 = -50469.526249
  nChanged 14
		SP:Iteration 3Q (1505.660000 sec): 3 clusters
  Score: Raw -53499.386606 + Penalty 2957.935354 = -50541.451251
  nChanged 9
		SP:Iteration 4Q (1505.660000 sec): 3 clusters
  Score: Raw -53543.574960 + Penalty 2957.935354 = -50585.639606
  nChanged 7
		SP:Iteration 5Q (1505.660000 sec): 3 clusters
  Score: Raw -53566.152281 + Penalty 2957.935354 = -50608.216927
  nChanged 3
		SP:Iteration 6Q (1505.660000 sec): 3 clusters
  Score: Raw -53571.084325 + Penalty 2957.935354 = -50613.148970
  nChanged 3
		SP:Iteration 7Q (1505.670000 sec): 3 clusters
  Score: Raw -53579.723107 + Penalty 2957.935354 = -50621.787753
  nChanged 1
		SP:Iteration 8Q (1505.670000 sec): 3 clusters
  Score: Raw -53583.962409 + Penalty 2957.935354 = -50626.027054
  nChanged 2
		SP:Iteration 9Q (1505.670000 sec): 3 clusters
  Score: Raw -53596.004512 + Penalty 2957.935354 = -50638.069158
  nChanged 2
		SP:Iteration 10Q (1505.670000 sec): 3 clusters
  Score: Raw -53599.704008 + Penalty 2957.935354 = -50641.768653
  nChanged 0
		SP:Iteration 11F (1505.670000 sec): 3 clusters
  Score: Raw -53599.704008 + Penalty 2957.935354 = -50641.768653
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 23 (597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.680000 sec): 2 clusters
  Score: Raw -76864.745267 + Penalty 1585.195444 = -75279.549823
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.680000 sec): 3 clusters
  Score: Raw -76870.675729 + Penalty 3170.390888 = -73700.284841
  nChanged 132
		SP:Iteration 1F (1505.680000 sec): 3 clusters
  Score: Raw -77169.395089 + Penalty 3170.390888 = -73999.004201
  nChanged 32
		SP:Iteration 2F (1505.680000 sec): 3 clusters
  Score: Raw -77285.654149 + Penalty 3170.390888 = -74115.263261
  nChanged 18
		SP:Iteration 3Q (1505.690000 sec): 3 clusters
  Score: Raw -77406.885014 + Penalty 3170.390888 = -74236.494126
  nChanged 19
		SP:Iteration 4Q (1505.690000 sec): 3 clusters
  Score: Raw -77457.905943 + Penalty 3170.390888 = -74287.515055
  nChanged 15
		SP:Iteration 5Q (1505.690000 sec): 3 clusters
  Score: Raw -77494.904994 + Penalty 3170.390888 = -74324.514106
  nChanged 10
		SP:Iteration 6Q (1505.690000 sec): 3 clusters
  Score: Raw -77532.721753 + Penalty 3170.390888 = -74362.330865
  nChanged 10
		SP:Iteration 7Q (1505.700000 sec): 3 clusters
  Score: Raw -77589.985971 + Penalty 3170.390888 = -74419.595083
  nChanged 8
		SP:Iteration 8Q (1505.700000 sec): 3 clusters
  Score: Raw -77641.761503 + Penalty 3170.390888 = -74471.370615
  nChanged 9
		SP:Iteration 9Q (1505.700000 sec): 3 clusters
  Score: Raw -77667.056582 + Penalty 3170.390888 = -74496.665693
  nChanged 6
		SP:Iteration 10Q (1505.700000 sec): 3 clusters
  Score: Raw -77711.116417 + Penalty 3170.390888 = -74540.725529
  nChanged 2
		SP:Iteration 11Q (1505.700000 sec): 3 clusters
  Score: Raw -77739.627961 + Penalty 3170.390888 = -74569.237073
  nChanged 3
		SP:Iteration 12Q (1505.710000 sec): 3 clusters
  Score: Raw -77744.232903 + Penalty 3170.390888 = -74573.842015
  nChanged 3
		SP:Iteration 13Q (1505.710000 sec): 3 clusters
  Score: Raw -77748.661213 + Penalty 3170.390888 = -74578.270325
  nChanged 0
		SP:Iteration 14F (1505.710000 sec): 3 clusters
  Score: Raw -77748.661213 + Penalty 3170.390888 = -74578.270325
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1776 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.720000 sec): 2 clusters
  Score: Raw -255120.713604 + Penalty 1855.565493 = -253265.148111
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.730000 sec): 3 clusters
  Score: Raw -254493.197884 + Penalty 3711.130986 = -250782.066898
  nChanged 546
		SP:Iteration 1F (1505.740000 sec): 3 clusters
  Score: Raw -254900.813710 + Penalty 3711.130986 = -251189.682724
  nChanged 127
		SP:Iteration 2F (1505.740000 sec): 3 clusters
  Score: Raw -255014.480262 + Penalty 3711.130986 = -251303.349276
  nChanged 72
		SP:Iteration 3Q (1505.750000 sec): 3 clusters
  Score: Raw -255082.634658 + Penalty 3711.130986 = -251371.503672
  nChanged 52
		SP:Iteration 4Q (1505.760000 sec): 3 clusters
  Score: Raw -255142.203270 + Penalty 3711.130986 = -251431.072284
  nChanged 47
		SP:Iteration 5Q (1505.760000 sec): 3 clusters
  Score: Raw -255192.289717 + Penalty 3711.130986 = -251481.158731
  nChanged 49
		SP:Iteration 6Q (1505.770000 sec): 3 clusters
  Score: Raw -255245.902878 + Penalty 3711.130986 = -251534.771892
  nChanged 56
		SP:Iteration 7Q (1505.780000 sec): 3 clusters
  Score: Raw -255312.911491 + Penalty 3711.130986 = -251601.780505
  nChanged 52
		SP:Iteration 8Q (1505.780000 sec): 3 clusters
  Score: Raw -255371.265475 + Penalty 3711.130986 = -251660.134489
  nChanged 42
		SP:Iteration 9Q (1505.790000 sec): 3 clusters
  Score: Raw -255418.569787 + Penalty 3711.130986 = -251707.438800
  nChanged 44
		SP:Iteration 10Q (1505.800000 sec): 3 clusters
  Score: Raw -255457.816349 + Penalty 3711.130986 = -251746.685363
  nChanged 45
		SP:Iteration 11Q (1505.800000 sec): 3 clusters
  Score: Raw -255504.661164 + Penalty 3711.130986 = -251793.530178
  nChanged 34
		SP:Iteration 12Q (1505.810000 sec): 3 clusters
  Score: Raw -255541.973676 + Penalty 3711.130986 = -251830.842689
  nChanged 25
		SP:Iteration 13Q (1505.820000 sec): 3 clusters
  Score: Raw -255564.549750 + Penalty 3711.130986 = -251853.418763
  nChanged 20
		SP:Iteration 14Q (1505.820000 sec): 3 clusters
  Score: Raw -255588.112825 + Penalty 3711.130986 = -251876.981838
  nChanged 23
		SP:Iteration 15Q (1505.830000 sec): 3 clusters
  Score: Raw -255612.032067 + Penalty 3711.130986 = -251900.901081
  nChanged 34
		SP:Iteration 16Q (1505.840000 sec): 3 clusters
  Score: Raw -255654.115186 + Penalty 3711.130986 = -251942.984200
  nChanged 25
		SP:Iteration 17Q (1505.850000 sec): 3 clusters
  Score: Raw -255686.946759 + Penalty 3711.130986 = -251975.815773
  nChanged 21
		SP:Iteration 18Q (1505.860000 sec): 3 clusters
  Score: Raw -255701.668627 + Penalty 3711.130986 = -251990.537641
  nChanged 8
		SP:Iteration 19Q (1505.860000 sec): 3 clusters
  Score: Raw -255709.961522 + Penalty 3711.130986 = -251998.830536
  nChanged 9
		SP:Iteration 20F (1505.870000 sec): 3 clusters
  Score: Raw -255717.744558 + Penalty 3711.130986 = -252006.613572
  nChanged 7
		SP:Iteration 21Q (1505.880000 sec): 3 clusters
  Score: Raw -255723.186102 + Penalty 3711.130986 = -252012.055116
  nChanged 2
		SP:Iteration 22Q (1505.880000 sec): 3 clusters
  Score: Raw -255726.447307 + Penalty 3711.130986 = -252015.316321
  nChanged 2
		SP:Iteration 23Q (1505.890000 sec): 3 clusters
  Score: Raw -255727.275967 + Penalty 3711.130986 = -252016.144981
  nChanged 1
		SP:Iteration 24Q (1505.900000 sec): 3 clusters
  Score: Raw -255728.098380 + Penalty 3711.130986 = -252016.967394
  nChanged 0
		SP:Iteration 25F (1505.900000 sec): 3 clusters
  Score: Raw -255728.098380 + Penalty 3711.130986 = -252016.967394
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.910000 sec): 2 clusters
  Score: Raw -14653.617785 + Penalty 1235.934442 = -13417.683343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.910000 sec): 3 clusters
  Score: Raw -15106.457535 + Penalty 2471.868884 = -12634.588651
  nChanged 19
		SP:Iteration 1F (1505.910000 sec): 3 clusters
  Score: Raw -15264.622646 + Penalty 2471.868884 = -12792.753762
  nChanged 6
		SP:Iteration 2Q (1505.910000 sec): 3 clusters
  Score: Raw -15345.229421 + Penalty 2471.868884 = -12873.360536
  nChanged 2
		SP:Iteration 3Q (1505.910000 sec): 3 clusters
  Score: Raw -15401.091939 + Penalty 2471.868884 = -12929.223054
  nChanged 0
		SP:Iteration 4F (1505.910000 sec): 3 clusters
  Score: Raw -15401.091939 + Penalty 2471.868884 = -12929.223054
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.920000 sec): 2 clusters
  Score: Raw -129928.921108 + Penalty 1708.113038 = -128220.808070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.920000 sec): 3 clusters
  Score: Raw -129702.610105 + Penalty 3416.226076 = -126286.384029
  nChanged 220
		SP:Iteration 1F (1505.920000 sec): 3 clusters
  Score: Raw -129989.833810 + Penalty 3416.226076 = -126573.607735
  nChanged 81
		SP:Iteration 2F (1505.930000 sec): 3 clusters
  Score: Raw -130120.518913 + Penalty 3416.226076 = -126704.292837
  nChanged 54
		SP:Iteration 3F (1505.930000 sec): 3 clusters
  Score: Raw -130212.599268 + Penalty 3416.226076 = -126796.373193
  nChanged 40
		SP:Iteration 4Q (1505.940000 sec): 3 clusters
  Score: Raw -130280.239762 + Penalty 3416.226076 = -126864.013687
  nChanged 33
		SP:Iteration 5Q (1505.940000 sec): 3 clusters
  Score: Raw -130342.732506 + Penalty 3416.226076 = -126926.506430
  nChanged 34
		SP:Iteration 6Q (1505.940000 sec): 3 clusters
  Score: Raw -130435.636209 + Penalty 3416.226076 = -127019.410133
  nChanged 42
		SP:Iteration 7Q (1505.950000 sec): 3 clusters
  Score: Raw -130576.699801 + Penalty 3416.226076 = -127160.473725
  nChanged 42
		SP:Iteration 8Q (1505.950000 sec): 3 clusters
  Score: Raw -130706.277060 + Penalty 3416.226076 = -127290.050984
  nChanged 44
		SP:Iteration 9Q (1505.960000 sec): 3 clusters
  Score: Raw -130827.902830 + Penalty 3416.226076 = -127411.676755
  nChanged 39
		SP:Iteration 10Q (1505.960000 sec): 3 clusters
  Score: Raw -130977.352186 + Penalty 3416.226076 = -127561.126110
  nChanged 33
		SP:Iteration 11Q (1505.960000 sec): 3 clusters
  Score: Raw -131070.213279 + Penalty 3416.226076 = -127653.987204
  nChanged 27
		SP:Iteration 12Q (1505.960000 sec): 3 clusters
  Score: Raw -131174.882442 + Penalty 3416.226076 = -127758.656366
  nChanged 15
		SP:Iteration 13Q (1505.970000 sec): 3 clusters
  Score: Raw -131240.631434 + Penalty 3416.226076 = -127824.405358
  nChanged 13
		SP:Iteration 14Q (1505.970000 sec): 3 clusters
  Score: Raw -131282.875823 + Penalty 3416.226076 = -127866.649748
  nChanged 9
		SP:Iteration 15Q (1505.980000 sec): 3 clusters
  Score: Raw -131300.773320 + Penalty 3416.226076 = -127884.547245
  nChanged 1
		SP:Iteration 16Q (1505.980000 sec): 3 clusters
  Score: Raw -131301.759803 + Penalty 3416.226076 = -127885.533727
  nChanged 1
		SP:Iteration 17Q (1505.980000 sec): 3 clusters
  Score: Raw -131303.310186 + Penalty 3416.226076 = -127887.084110
  nChanged 1
		SP:Iteration 18Q (1505.980000 sec): 3 clusters
  Score: Raw -131303.845306 + Penalty 3416.226076 = -127887.619230
  nChanged 0
		SP:Iteration 19F (1505.990000 sec): 3 clusters
  Score: Raw -131303.845306 + Penalty 3416.226076 = -127887.619230
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (157701 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1506.580000 sec): 2 clusters
  Score: Raw -22886003.896056 + Penalty 2968.177116 = -22883035.718940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1507.220000 sec): 3 clusters
  Score: Raw -22783547.779910 + Penalty 5936.354233 = -22777611.425678
  nChanged 75483
		SP:Iteration 1F (1507.860000 sec): 3 clusters
  Score: Raw -22827175.381459 + Penalty 5936.354233 = -22821239.027227
  nChanged 5138
		SP:Iteration 2Q (1508.530000 sec): 3 clusters
  Score: Raw -22828580.297710 + Penalty 5936.354233 = -22822643.943478
  nChanged 5855
		SP:Iteration 3Q (1509.190000 sec): 3 clusters
  Score: Raw -22830570.696208 + Penalty 5936.354233 = -22824634.341976
  nChanged 6925
		SP:Iteration 4Q (1509.840000 sec): 3 clusters
  Score: Raw -22833556.737623 + Penalty 5936.354233 = -22827620.383391
  nChanged 8528
		SP:Iteration 5F (1510.470000 sec): 3 clusters
  Score: Raw -22838270.005010 + Penalty 5936.354233 = -22832333.650777
  nChanged 10574
		SP:Iteration 6F (1511.110000 sec): 3 clusters
  Score: Raw -22845647.978851 + Penalty 5936.354233 = -22839711.624618
  nChanged 11962
		SP:Iteration 7F (1511.750000 sec): 3 clusters
  Score: Raw -22855510.097964 + Penalty 5936.354233 = -22849573.743731
  nChanged 11526
		SP:Iteration 8F (1512.390000 sec): 3 clusters
  Score: Raw -22865863.688049 + Penalty 5936.354233 = -22859927.333816
  nChanged 9236
		SP:Iteration 9F (1513.020000 sec): 3 clusters
  Score: Raw -22874336.269916 + Penalty 5936.354233 = -22868399.915683
  nChanged 6186
		SP:Iteration 10Q (1513.600000 sec): 3 clusters
  Score: Raw -22879925.605398 + Penalty 5936.354233 = -22873989.251165
  nChanged 3629
		SP:Iteration 11Q (1514.130000 sec): 3 clusters
  Score: Raw -22883092.416466 + Penalty 5936.354233 = -22877156.062233
  nChanged 1895
		SP:Iteration 12Q (1514.630000 sec): 3 clusters
  Score: Raw -22884697.190996 + Penalty 5936.354233 = -22878760.836764
  nChanged 941
		SP:Iteration 13Q (1515.110000 sec): 3 clusters
  Score: Raw -22885476.453895 + Penalty 5936.354233 = -22879540.099662
  nChanged 468
		SP:Iteration 14Q (1515.580000 sec): 3 clusters
  Score: Raw -22885822.543471 + Penalty 5936.354233 = -22879886.189238
  nChanged 278
		SP:Iteration 15Q (1516.030000 sec): 3 clusters
  Score: Raw -22886016.363948 + Penalty 5936.354233 = -22880080.009715
  nChanged 196
		SP:Iteration 16Q (1516.480000 sec): 3 clusters
  Score: Raw -22886153.659831 + Penalty 5936.354233 = -22880217.305598
  nChanged 145
		SP:Iteration 17Q (1516.930000 sec): 3 clusters
  Score: Raw -22886260.814112 + Penalty 5936.354233 = -22880324.459880
  nChanged 104
		SP:Iteration 18Q (1517.380000 sec): 3 clusters
  Score: Raw -22886332.798499 + Penalty 5936.354233 = -22880396.444267
  nChanged 71
		SP:Iteration 19Q (1517.840000 sec): 3 clusters
  Score: Raw -22886372.708397 + Penalty 5936.354233 = -22880436.354164
  nChanged 55
		SP:Iteration 20F (1518.470000 sec): 3 clusters
  Score: Raw -22886406.971829 + Penalty 5936.354233 = -22880470.617596
  nChanged 40
		SP:Iteration 21Q (1518.920000 sec): 3 clusters
  Score: Raw -22886429.333388 + Penalty 5936.354233 = -22880492.979156
  nChanged 25
		SP:Iteration 22Q (1519.360000 sec): 3 clusters
  Score: Raw -22886446.008472 + Penalty 5936.354233 = -22880509.654239
  nChanged 29
		SP:Iteration 23Q (1519.800000 sec): 3 clusters
  Score: Raw -22886463.552455 + Penalty 5936.354233 = -22880527.198222
  nChanged 21
		SP:Iteration 24Q (1520.250000 sec): 3 clusters
  Score: Raw -22886474.843766 + Penalty 5936.354233 = -22880538.489533
  nChanged 27
		SP:Iteration 25Q (1520.700000 sec): 3 clusters
  Score: Raw -22886488.421475 + Penalty 5936.354233 = -22880552.067242
  nChanged 16
		SP:Iteration 26Q (1521.150000 sec): 3 clusters
  Score: Raw -22886496.118108 + Penalty 5936.354233 = -22880559.763875
  nChanged 14
		SP:Iteration 27Q (1521.600000 sec): 3 clusters
  Score: Raw -22886506.008594 + Penalty 5936.354233 = -22880569.654362
  nChanged 10
		SP:Iteration 28Q (1522.040000 sec): 3 clusters
  Score: Raw -22886510.798218 + Penalty 5936.354233 = -22880574.443985
  nChanged 6
		SP:Iteration 29Q (1522.480000 sec): 3 clusters
  Score: Raw -22886513.522288 + Penalty 5936.354233 = -22880577.168055
  nChanged 6
		SP:Iteration 30Q (1522.930000 sec): 3 clusters
  Score: Raw -22886516.248093 + Penalty 5936.354233 = -22880579.893860
  nChanged 2
		SP:Iteration 31Q (1523.370000 sec): 3 clusters
  Score: Raw -22886517.180878 + Penalty 5936.354233 = -22880580.826645
  nChanged 0
		SP:Iteration 32F (1524.000000 sec): 3 clusters
  Score: Raw -22886517.180878 + Penalty 5936.354233 = -22880580.826645
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1524.070000 sec): 2 clusters
  Score: Raw -19289.578445 + Penalty 1302.563810 = -17987.014635
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1524.070000 sec): 3 clusters
  Score: Raw -19577.041855 + Penalty 2605.127620 = -16971.914234
  nChanged 31
		SP:Iteration 1F (1524.070000 sec): 3 clusters
  Score: Raw -19965.199257 + Penalty 2605.127620 = -17360.071637
  nChanged 8
		SP:Iteration 2Q (1524.070000 sec): 3 clusters
  Score: Raw -20071.261979 + Penalty 2605.127620 = -17466.134359
  nChanged 1
		SP:Iteration 3Q (1524.080000 sec): 3 clusters
  Score: Raw -20149.183370 + Penalty 2605.127620 = -17544.055750
  nChanged 5
		SP:Iteration 4Q (1524.080000 sec): 3 clusters
  Score: Raw -20184.307937 + Penalty 2605.127620 = -17579.180317
  nChanged 3
		SP:Iteration 5Q (1524.080000 sec): 3 clusters
  Score: Raw -20208.847846 + Penalty 2605.127620 = -17603.720226
  nChanged 0
		SP:Iteration 6F (1524.080000 sec): 3 clusters
  Score: Raw -20208.847846 + Penalty 2605.127620 = -17603.720226
  nChanged 0
Deleting Class 33 (55 points): Lose 2524.662799 but Gain 3374.686117
Iteration 99Q (1533.110000 sec): 33 clusters
  Score: Raw -117601335.162607 + Penalty 107989.955754 = -117493345.206853
  nChanged 3654
Iteration 100F (1569.010000 sec): 33 clusters
  Score: Raw -117603633.208219 + Penalty 107989.955754 = -117495643.252466
  nChanged 2855
Iteration 101Q (1578.970000 sec): 33 clusters
  Score: Raw -117604454.468454 + Penalty 107989.955754 = -117496464.512701
  nChanged 2446
Iteration 102Q (1588.870000 sec): 33 clusters
  Score: Raw -117604923.875370 + Penalty 107989.955754 = -117496933.919617
  nChanged 2187
Iteration 103Q (1598.700000 sec): 33 clusters
  Score: Raw -117605229.967103 + Penalty 107989.955754 = -117497240.011349
  nChanged 2038
Iteration 104Q (1608.550000 sec): 33 clusters
  Score: Raw -117605457.366369 + Penalty 107989.955754 = -117497467.410615
  nChanged 1904
Iteration 105Q (1618.400000 sec): 33 clusters
  Score: Raw -117605672.371568 + Penalty 107989.955754 = -117497682.415814
  nChanged 1854
Iteration 106Q (1628.210000 sec): 33 clusters
  Score: Raw -117605898.831567 + Penalty 107989.955754 = -117497908.875814
  nChanged 1882
Iteration 107Q (1638.020000 sec): 33 clusters
  Score: Raw -117606128.637376 + Penalty 107989.955754 = -117498138.681622
  nChanged 1844
Iteration 108Q (1647.460000 sec): 33 clusters
  Score: Raw -117606351.191918 + Penalty 107989.955754 = -117498361.236164
  nChanged 1763
Iteration 109Q (1656.800000 sec): 33 clusters
  Score: Raw -117606549.713768 + Penalty 107989.955754 = -117498559.758014
  nChanged 1720
Iteration 110Q (1666.140000 sec): 33 clusters
  Score: Raw -117606769.691684 + Penalty 107989.955754 = -117498779.735930
  nChanged 1646
Iteration 111Q (1675.540000 sec): 33 clusters
  Score: Raw -117606965.977612 + Penalty 107989.955754 = -117498976.021858
  nChanged 1597
Iteration 112Q (1684.990000 sec): 33 clusters
  Score: Raw -117607181.727067 + Penalty 107989.955754 = -117499191.771314
  nChanged 1608
Iteration 113Q (1694.340000 sec): 33 clusters
  Score: Raw -117607355.826916 + Penalty 107989.955754 = -117499365.871162
  nChanged 1558
Iteration 114Q (1703.760000 sec): 33 clusters
  Score: Raw -117607545.926061 + Penalty 107989.955754 = -117499555.970307
  nChanged 1497
Iteration 115Q (1713.080000 sec): 33 clusters
  Score: Raw -117607713.124950 + Penalty 107989.955754 = -117499723.169196
  nChanged 1435
Iteration 116Q (1722.440000 sec): 33 clusters
  Score: Raw -117607849.237108 + Penalty 107989.955754 = -117499859.281354
  nChanged 1441
Iteration 117Q (1731.760000 sec): 33 clusters
  Score: Raw -117607974.533090 + Penalty 107989.955754 = -117499984.577336
  nChanged 1401
Iteration 118Q (1741.110000 sec): 33 clusters
  Score: Raw -117608089.209063 + Penalty 107989.955754 = -117500099.253310
  nChanged 1357
Iteration 119Q (1750.500000 sec): 33 clusters
  Score: Raw -117608198.541876 + Penalty 107989.955754 = -117500208.586122
  nChanged 1305
Iteration 120F (1785.410000 sec): 33 clusters
  Score: Raw -117608374.855988 + Penalty 107989.955754 = -117500384.900235
  nChanged 1285
Iteration 121Q (1794.810000 sec): 33 clusters
  Score: Raw -117608597.910886 + Penalty 107989.955754 = -117500607.955133
  nChanged 1151
Iteration 122Q (1804.230000 sec): 33 clusters
  Score: Raw -117608709.029788 + Penalty 107989.955754 = -117500719.074034
  nChanged 1172
Iteration 123Q (1813.570000 sec): 33 clusters
  Score: Raw -117608809.040295 + Penalty 107989.955754 = -117500819.084542
  nChanged 1105
Iteration 124Q (1822.900000 sec): 33 clusters
  Score: Raw -117608887.350415 + Penalty 107989.955754 = -117500897.394661
  nChanged 1077
Iteration 125Q (1832.210000 sec): 33 clusters
  Score: Raw -117608958.502484 + Penalty 107989.955754 = -117500968.546731
  nChanged 1033
Iteration 126Q (1841.550000 sec): 33 clusters
  Score: Raw -117609020.491564 + Penalty 107989.955754 = -117501030.535810
  nChanged 984
Iteration 127Q (1850.930000 sec): 33 clusters
  Score: Raw -117609080.320041 + Penalty 107989.955754 = -117501090.364287
  nChanged 901
Iteration 128Q (1860.260000 sec): 33 clusters
  Score: Raw -117609132.583095 + Penalty 107989.955754 = -117501142.627341
  nChanged 849
Iteration 129Q (1869.580000 sec): 33 clusters
  Score: Raw -117609180.870071 + Penalty 107989.955754 = -117501190.914317
  nChanged 819
Iteration 130Q (1878.940000 sec): 33 clusters
  Score: Raw -117609226.201677 + Penalty 107989.955754 = -117501236.245924
  nChanged 821
Iteration 131Q (1888.370000 sec): 33 clusters
  Score: Raw -117609269.381969 + Penalty 107989.955754 = -117501279.426215
  nChanged 765
Iteration 132Q (1898.310000 sec): 33 clusters
  Score: Raw -117609311.155764 + Penalty 107989.955754 = -117501321.200010
  nChanged 741
Iteration 133Q (1908.140000 sec): 33 clusters
  Score: Raw -117609347.469718 + Penalty 107989.955754 = -117501357.513964
  nChanged 686
Iteration 134Q (1916.420000 sec): 33 clusters
  Score: Raw -117609378.767976 + Penalty 107989.955754 = -117501388.812223
  nChanged 653
Iteration 135Q (1924.590000 sec): 33 clusters
  Score: Raw -117609408.107300 + Penalty 107989.955754 = -117501418.151546
  nChanged 630
Iteration 136Q (1932.510000 sec): 33 clusters
  Score: Raw -117609436.485850 + Penalty 107989.955754 = -117501446.530096
  nChanged 599
Iteration 137Q (1940.440000 sec): 33 clusters
  Score: Raw -117609462.687380 + Penalty 107989.955754 = -117501472.731627
  nChanged 572
Iteration 138Q (1948.330000 sec): 33 clusters
  Score: Raw -117609485.500876 + Penalty 107989.955754 = -117501495.545123
  nChanged 546
Writing temp clu file 
Because OldScore, -117501472.731627, is greater than current (better) Score,-117501495.545123 
 Compute initial score before splitting:   Score: Raw -117609485.500876 + Penalty 107989.955754 = -117501495.545123
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.480000 sec): 2 clusters
  Score: Raw -122761.033076 + Penalty 1666.315262 = -121094.717813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.480000 sec): 3 clusters
  Score: Raw -122584.455137 + Penalty 3332.630525 = -119251.824612
  nChanged 191
		SP:Iteration 1F (1948.490000 sec): 3 clusters
  Score: Raw -122830.838139 + Penalty 3332.630525 = -119498.207614
  nChanged 59
		SP:Iteration 2F (1948.490000 sec): 3 clusters
  Score: Raw -122920.339711 + Penalty 3332.630525 = -119587.709187
  nChanged 18
		SP:Iteration 3Q (1948.500000 sec): 3 clusters
  Score: Raw -122947.329868 + Penalty 3332.630525 = -119614.699343
  nChanged 11
		SP:Iteration 4Q (1948.500000 sec): 3 clusters
  Score: Raw -122965.399665 + Penalty 3332.630525 = -119632.769141
  nChanged 2
		SP:Iteration 5Q (1948.500000 sec): 3 clusters
  Score: Raw -122968.075764 + Penalty 3332.630525 = -119635.445239
  nChanged 3
		SP:Iteration 6Q (1948.500000 sec): 3 clusters
  Score: Raw -122973.226766 + Penalty 3332.630525 = -119640.596242
  nChanged 2
		SP:Iteration 7Q (1948.510000 sec): 3 clusters
  Score: Raw -122975.394227 + Penalty 3332.630525 = -119642.763702
  nChanged 1
		SP:Iteration 8Q (1948.510000 sec): 3 clusters
  Score: Raw -122978.285710 + Penalty 3332.630525 = -119645.655186
  nChanged 1
		SP:Iteration 9Q (1948.510000 sec): 3 clusters
  Score: Raw -122979.619761 + Penalty 3332.630525 = -119646.989237
  nChanged 0
		SP:Iteration 10F (1948.520000 sec): 3 clusters
  Score: Raw -122979.619761 + Penalty 3332.630525 = -119646.989237
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.520000 sec): 2 clusters
  Score: Raw -179904.369306 + Penalty 1762.234960 = -178142.134345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.530000 sec): 3 clusters
  Score: Raw -179558.160966 + Penalty 3524.469920 = -176033.691046
  nChanged 339
		SP:Iteration 1F (1948.530000 sec): 3 clusters
  Score: Raw -179955.082612 + Penalty 3524.469920 = -176430.612692
  nChanged 95
		SP:Iteration 2F (1948.540000 sec): 3 clusters
  Score: Raw -180117.788638 + Penalty 3524.469920 = -176593.318718
  nChanged 73
		SP:Iteration 3F (1948.540000 sec): 3 clusters
  Score: Raw -180234.076097 + Penalty 3524.469920 = -176709.606177
  nChanged 55
		SP:Iteration 4Q (1948.550000 sec): 3 clusters
  Score: Raw -180325.891170 + Penalty 3524.469920 = -176801.421250
  nChanged 54
		SP:Iteration 5Q (1948.550000 sec): 3 clusters
  Score: Raw -180434.509505 + Penalty 3524.469920 = -176910.039585
  nChanged 42
		SP:Iteration 6Q (1948.560000 sec): 3 clusters
  Score: Raw -180511.603525 + Penalty 3524.469920 = -176987.133605
  nChanged 31
		SP:Iteration 7Q (1948.560000 sec): 3 clusters
  Score: Raw -180560.030250 + Penalty 3524.469920 = -177035.560330
  nChanged 22
		SP:Iteration 8Q (1948.560000 sec): 3 clusters
  Score: Raw -180590.635345 + Penalty 3524.469920 = -177066.165424
  nChanged 12
		SP:Iteration 9Q (1948.570000 sec): 3 clusters
  Score: Raw -180605.850145 + Penalty 3524.469920 = -177081.380225
  nChanged 4
		SP:Iteration 10Q (1948.580000 sec): 3 clusters
  Score: Raw -180613.314043 + Penalty 3524.469920 = -177088.844122
  nChanged 5
		SP:Iteration 11Q (1948.580000 sec): 3 clusters
  Score: Raw -180618.747225 + Penalty 3524.469920 = -177094.277304
  nChanged 4
		SP:Iteration 12Q (1948.580000 sec): 3 clusters
  Score: Raw -180623.706051 + Penalty 3524.469920 = -177099.236130
  nChanged 3
		SP:Iteration 13Q (1948.590000 sec): 3 clusters
  Score: Raw -180628.356503 + Penalty 3524.469920 = -177103.886583
  nChanged 3
		SP:Iteration 14Q (1948.590000 sec): 3 clusters
  Score: Raw -180631.257036 + Penalty 3524.469920 = -177106.787116
  nChanged 4
		SP:Iteration 15Q (1948.600000 sec): 3 clusters
  Score: Raw -180636.594247 + Penalty 3524.469920 = -177112.124327
  nChanged 2
		SP:Iteration 16Q (1948.600000 sec): 3 clusters
  Score: Raw -180638.301494 + Penalty 3524.469920 = -177113.831574
  nChanged 2
		SP:Iteration 17Q (1948.600000 sec): 3 clusters
  Score: Raw -180639.875530 + Penalty 3524.469920 = -177115.405610
  nChanged 0
		SP:Iteration 18F (1948.610000 sec): 3 clusters
  Score: Raw -180639.875530 + Penalty 3524.469920 = -177115.405610
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.610000 sec): 2 clusters
  Score: Raw -23069.023176 + Penalty 1302.563810 = -21766.459365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.610000 sec): 3 clusters
  Score: Raw -23468.295910 + Penalty 2605.127620 = -20863.168290
  nChanged 30
		SP:Iteration 1F (1948.620000 sec): 3 clusters
  Score: Raw -23660.517092 + Penalty 2605.127620 = -21055.389472
  nChanged 3
		SP:Iteration 2Q (1948.620000 sec): 3 clusters
  Score: Raw -23678.801711 + Penalty 2605.127620 = -21073.674091
  nChanged 3
		SP:Iteration 3Q (1948.620000 sec): 3 clusters
  Score: Raw -23698.415717 + Penalty 2605.127620 = -21093.288097
  nChanged 0
		SP:Iteration 4F (1948.620000 sec): 3 clusters
  Score: Raw -23698.415717 + Penalty 2605.127620 = -21093.288097
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (1799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.620000 sec): 2 clusters
  Score: Raw -263929.950123 + Penalty 1858.756586 = -262071.193537
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.630000 sec): 3 clusters
  Score: Raw -263313.669945 + Penalty 3717.513172 = -259596.156773
  nChanged 566
		SP:Iteration 1F (1948.640000 sec): 3 clusters
  Score: Raw -263730.088507 + Penalty 3717.513172 = -260012.575335
  nChanged 125
		SP:Iteration 2F (1948.650000 sec): 3 clusters
  Score: Raw -263832.817267 + Penalty 3717.513172 = -260115.304095
  nChanged 56
		SP:Iteration 3Q (1948.650000 sec): 3 clusters
  Score: Raw -263875.909010 + Penalty 3717.513172 = -260158.395838
  nChanged 37
		SP:Iteration 4Q (1948.660000 sec): 3 clusters
  Score: Raw -263906.370235 + Penalty 3717.513172 = -260188.857063
  nChanged 24
		SP:Iteration 5Q (1948.670000 sec): 3 clusters
  Score: Raw -263922.328927 + Penalty 3717.513172 = -260204.815755
  nChanged 23
		SP:Iteration 6Q (1948.680000 sec): 3 clusters
  Score: Raw -263940.306797 + Penalty 3717.513172 = -260222.793625
  nChanged 15
		SP:Iteration 7Q (1948.680000 sec): 3 clusters
  Score: Raw -263950.265884 + Penalty 3717.513172 = -260232.752712
  nChanged 12
		SP:Iteration 8Q (1948.690000 sec): 3 clusters
  Score: Raw -263957.777165 + Penalty 3717.513172 = -260240.263993
  nChanged 7
		SP:Iteration 9Q (1948.700000 sec): 3 clusters
  Score: Raw -263964.085277 + Penalty 3717.513172 = -260246.572105
  nChanged 8
		SP:Iteration 10Q (1948.700000 sec): 3 clusters
  Score: Raw -263968.763969 + Penalty 3717.513172 = -260251.250797
  nChanged 9
		SP:Iteration 11Q (1948.710000 sec): 3 clusters
  Score: Raw -263975.964076 + Penalty 3717.513172 = -260258.450904
  nChanged 7
		SP:Iteration 12Q (1948.720000 sec): 3 clusters
  Score: Raw -263980.264560 + Penalty 3717.513172 = -260262.751388
  nChanged 6
		SP:Iteration 13Q (1948.720000 sec): 3 clusters
  Score: Raw -263984.638158 + Penalty 3717.513172 = -260267.124986
  nChanged 9
		SP:Iteration 14Q (1948.730000 sec): 3 clusters
  Score: Raw -263991.788326 + Penalty 3717.513172 = -260274.275154
  nChanged 8
		SP:Iteration 15Q (1948.740000 sec): 3 clusters
  Score: Raw -263997.842809 + Penalty 3717.513172 = -260280.329637
  nChanged 6
		SP:Iteration 16Q (1948.740000 sec): 3 clusters
  Score: Raw -264000.793648 + Penalty 3717.513172 = -260283.280476
  nChanged 3
		SP:Iteration 17Q (1948.750000 sec): 3 clusters
  Score: Raw -264002.307114 + Penalty 3717.513172 = -260284.793942
  nChanged 4
		SP:Iteration 18Q (1948.760000 sec): 3 clusters
  Score: Raw -264004.342043 + Penalty 3717.513172 = -260286.828871
  nChanged 5
		SP:Iteration 19Q (1948.760000 sec): 3 clusters
  Score: Raw -264007.813814 + Penalty 3717.513172 = -260290.300642
  nChanged 5
		SP:Iteration 20F (1948.770000 sec): 3 clusters
  Score: Raw -264011.262733 + Penalty 3717.513172 = -260293.749561
  nChanged 5
		SP:Iteration 21Q (1948.780000 sec): 3 clusters
  Score: Raw -264013.529379 + Penalty 3717.513172 = -260296.016207
  nChanged 0
		SP:Iteration 22F (1948.790000 sec): 3 clusters
  Score: Raw -264013.529379 + Penalty 3717.513172 = -260296.016207
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.790000 sec): 2 clusters
  Score: Raw -74510.919430 + Penalty 1556.607585 = -72954.311845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.790000 sec): 3 clusters
  Score: Raw -74570.559582 + Penalty 3113.215171 = -71457.344411
  nChanged 97
		SP:Iteration 1F (1948.800000 sec): 3 clusters
  Score: Raw -74714.980255 + Penalty 3113.215171 = -71601.765084
  nChanged 13
		SP:Iteration 2Q (1948.800000 sec): 3 clusters
  Score: Raw -74749.455089 + Penalty 3113.215171 = -71636.239918
  nChanged 10
		SP:Iteration 3Q (1948.800000 sec): 3 clusters
  Score: Raw -74776.693986 + Penalty 3113.215171 = -71663.478815
  nChanged 6
		SP:Iteration 4Q (1948.800000 sec): 3 clusters
  Score: Raw -74784.207336 + Penalty 3113.215171 = -71670.992166
  nChanged 0
		SP:Iteration 5F (1948.800000 sec): 3 clusters
  Score: Raw -74784.207336 + Penalty 3113.215171 = -71670.992166
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17742 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.880000 sec): 2 clusters
  Score: Raw -2450377.827892 + Penalty 2426.355117 = -2447951.472775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.950000 sec): 3 clusters
  Score: Raw -2440132.560776 + Penalty 4852.710235 = -2435279.850541
  nChanged 7804
		SP:Iteration 1F (1949.020000 sec): 3 clusters
  Score: Raw -2444488.012558 + Penalty 4852.710235 = -2439635.302323
  nChanged 1085
		SP:Iteration 2F (1949.100000 sec): 3 clusters
  Score: Raw -2445054.433371 + Penalty 4852.710235 = -2440201.723136
  nChanged 1033
		SP:Iteration 3F (1949.170000 sec): 3 clusters
  Score: Raw -2445653.964421 + Penalty 4852.710235 = -2440801.254187
  nChanged 1045
		SP:Iteration 4F (1949.240000 sec): 3 clusters
  Score: Raw -2446366.813202 + Penalty 4852.710235 = -2441514.102968
  nChanged 1094
		SP:Iteration 5F (1949.310000 sec): 3 clusters
  Score: Raw -2447126.813230 + Penalty 4852.710235 = -2442274.102996
  nChanged 1076
		SP:Iteration 6F (1949.380000 sec): 3 clusters
  Score: Raw -2447917.881384 + Penalty 4852.710235 = -2443065.171150
  nChanged 994
		SP:Iteration 7F (1949.460000 sec): 3 clusters
  Score: Raw -2448656.371503 + Penalty 4852.710235 = -2443803.661269
  nChanged 831
		SP:Iteration 8Q (1949.530000 sec): 3 clusters
  Score: Raw -2449293.755412 + Penalty 4852.710235 = -2444441.045177
  nChanged 739
		SP:Iteration 9Q (1949.600000 sec): 3 clusters
  Score: Raw -2449778.258028 + Penalty 4852.710235 = -2444925.547794
  nChanged 565
		SP:Iteration 10Q (1949.670000 sec): 3 clusters
  Score: Raw -2450065.627063 + Penalty 4852.710235 = -2445212.916829
  nChanged 377
		SP:Iteration 11Q (1949.740000 sec): 3 clusters
  Score: Raw -2450212.449090 + Penalty 4852.710235 = -2445359.738855
  nChanged 251
		SP:Iteration 12Q (1949.810000 sec): 3 clusters
  Score: Raw -2450286.251026 + Penalty 4852.710235 = -2445433.540791
  nChanged 170
		SP:Iteration 13Q (1949.880000 sec): 3 clusters
  Score: Raw -2450327.878917 + Penalty 4852.710235 = -2445475.168683
  nChanged 132
		SP:Iteration 14Q (1949.940000 sec): 3 clusters
  Score: Raw -2450360.655961 + Penalty 4852.710235 = -2445507.945727
  nChanged 115
		SP:Iteration 15Q (1950.010000 sec): 3 clusters
  Score: Raw -2450394.167371 + Penalty 4852.710235 = -2445541.457137
  nChanged 122
		SP:Iteration 16Q (1950.070000 sec): 3 clusters
  Score: Raw -2450427.396162 + Penalty 4852.710235 = -2445574.685927
  nChanged 103
		SP:Iteration 17Q (1950.130000 sec): 3 clusters
  Score: Raw -2450451.502585 + Penalty 4852.710235 = -2445598.792350
  nChanged 89
		SP:Iteration 18Q (1950.190000 sec): 3 clusters
  Score: Raw -2450469.420976 + Penalty 4852.710235 = -2445616.710741
  nChanged 86
		SP:Iteration 19Q (1950.250000 sec): 3 clusters
  Score: Raw -2450486.917746 + Penalty 4852.710235 = -2445634.207511
  nChanged 80
		SP:Iteration 20F (1950.310000 sec): 3 clusters
  Score: Raw -2450500.847311 + Penalty 4852.710235 = -2445648.137076
  nChanged 73
		SP:Iteration 21Q (1950.370000 sec): 3 clusters
  Score: Raw -2450513.368525 + Penalty 4852.710235 = -2445660.658290
  nChanged 61
		SP:Iteration 22Q (1950.430000 sec): 3 clusters
  Score: Raw -2450523.910924 + Penalty 4852.710235 = -2445671.200690
  nChanged 54
		SP:Iteration 23Q (1950.490000 sec): 3 clusters
  Score: Raw -2450533.108228 + Penalty 4852.710235 = -2445680.397993
  nChanged 55
		SP:Iteration 24Q (1950.550000 sec): 3 clusters
  Score: Raw -2450543.247808 + Penalty 4852.710235 = -2445690.537573
  nChanged 45
		SP:Iteration 25Q (1950.610000 sec): 3 clusters
  Score: Raw -2450550.686741 + Penalty 4852.710235 = -2445697.976506
  nChanged 34
		SP:Iteration 26Q (1950.670000 sec): 3 clusters
  Score: Raw -2450556.469434 + Penalty 4852.710235 = -2445703.759200
  nChanged 33
		SP:Iteration 27Q (1950.730000 sec): 3 clusters
  Score: Raw -2450561.487419 + Penalty 4852.710235 = -2445708.777184
  nChanged 30
		SP:Iteration 28Q (1950.790000 sec): 3 clusters
  Score: Raw -2450565.572900 + Penalty 4852.710235 = -2445712.862665
  nChanged 27
		SP:Iteration 29Q (1950.840000 sec): 3 clusters
  Score: Raw -2450568.738584 + Penalty 4852.710235 = -2445716.028349
  nChanged 23
		SP:Iteration 30Q (1950.900000 sec): 3 clusters
  Score: Raw -2450571.581164 + Penalty 4852.710235 = -2445718.870929
  nChanged 15
		SP:Iteration 31Q (1950.960000 sec): 3 clusters
  Score: Raw -2450573.261941 + Penalty 4852.710235 = -2445720.551706
  nChanged 17
		SP:Iteration 32Q (1951.020000 sec): 3 clusters
  Score: Raw -2450574.720513 + Penalty 4852.710235 = -2445722.010279
  nChanged 14
		SP:Iteration 33Q (1951.080000 sec): 3 clusters
  Score: Raw -2450575.964278 + Penalty 4852.710235 = -2445723.254043
  nChanged 17
		SP:Iteration 34Q (1951.140000 sec): 3 clusters
  Score: Raw -2450577.696330 + Penalty 4852.710235 = -2445724.986095
  nChanged 16
		SP:Iteration 35Q (1951.200000 sec): 3 clusters
  Score: Raw -2450579.514559 + Penalty 4852.710235 = -2445726.804324
  nChanged 11
		SP:Iteration 36Q (1951.260000 sec): 3 clusters
  Score: Raw -2450580.913396 + Penalty 4852.710235 = -2445728.203161
  nChanged 17
		SP:Iteration 37Q (1951.320000 sec): 3 clusters
  Score: Raw -2450582.930685 + Penalty 4852.710235 = -2445730.220450
  nChanged 16
		SP:Iteration 38Q (1951.380000 sec): 3 clusters
  Score: Raw -2450584.984883 + Penalty 4852.710235 = -2445732.274648
  nChanged 19
		SP:Iteration 39Q (1951.440000 sec): 3 clusters
  Score: Raw -2450587.377420 + Penalty 4852.710235 = -2445734.667186
  nChanged 19
		SP:Iteration 40F (1951.500000 sec): 3 clusters
  Score: Raw -2450590.031585 + Penalty 4852.710235 = -2445737.321350
  nChanged 30
		SP:Iteration 41Q (1951.560000 sec): 3 clusters
  Score: Raw -2450594.200474 + Penalty 4852.710235 = -2445741.490239
  nChanged 32
		SP:Iteration 42Q (1951.620000 sec): 3 clusters
  Score: Raw -2450598.651168 + Penalty 4852.710235 = -2445745.940933
  nChanged 28
		SP:Iteration 43Q (1951.680000 sec): 3 clusters
  Score: Raw -2450602.496432 + Penalty 4852.710235 = -2445749.786197
  nChanged 29
		SP:Iteration 44Q (1951.730000 sec): 3 clusters
  Score: Raw -2450606.729651 + Penalty 4852.710235 = -2445754.019416
  nChanged 24
		SP:Iteration 45Q (1951.790000 sec): 3 clusters
  Score: Raw -2450609.441103 + Penalty 4852.710235 = -2445756.730868
  nChanged 27
		SP:Iteration 46Q (1951.850000 sec): 3 clusters
  Score: Raw -2450613.026077 + Penalty 4852.710235 = -2445760.315843
  nChanged 18
		SP:Iteration 47Q (1951.910000 sec): 3 clusters
  Score: Raw -2450615.332158 + Penalty 4852.710235 = -2445762.621924
  nChanged 24
		SP:Iteration 48Q (1951.970000 sec): 3 clusters
  Score: Raw -2450618.663737 + Penalty 4852.710235 = -2445765.953503
  nChanged 14
		SP:Iteration 49Q (1952.030000 sec): 3 clusters
  Score: Raw -2450620.601976 + Penalty 4852.710235 = -2445767.891741
  nChanged 14
		SP:Iteration 50Q (1952.090000 sec): 3 clusters
  Score: Raw -2450622.128231 + Penalty 4852.710235 = -2445769.417997
  nChanged 10
		SP:Iteration 51Q (1952.150000 sec): 3 clusters
  Score: Raw -2450623.553854 + Penalty 4852.710235 = -2445770.843619
  nChanged 12
		SP:Iteration 52Q (1952.200000 sec): 3 clusters
  Score: Raw -2450625.665676 + Penalty 4852.710235 = -2445772.955442
  nChanged 18
		SP:Iteration 53Q (1952.260000 sec): 3 clusters
  Score: Raw -2450628.807578 + Penalty 4852.710235 = -2445776.097344
  nChanged 16
		SP:Iteration 54Q (1952.320000 sec): 3 clusters
  Score: Raw -2450631.316380 + Penalty 4852.710235 = -2445778.606145
  nChanged 17
		SP:Iteration 55Q (1952.380000 sec): 3 clusters
  Score: Raw -2450633.832652 + Penalty 4852.710235 = -2445781.122417
  nChanged 14
		SP:Iteration 56Q (1952.440000 sec): 3 clusters
  Score: Raw -2450635.568950 + Penalty 4852.710235 = -2445782.858716
  nChanged 14
		SP:Iteration 57Q (1952.500000 sec): 3 clusters
  Score: Raw -2450637.545969 + Penalty 4852.710235 = -2445784.835734
  nChanged 18
		SP:Iteration 58Q (1952.560000 sec): 3 clusters
  Score: Raw -2450639.745101 + Penalty 4852.710235 = -2445787.034866
  nChanged 23
		SP:Iteration 59Q (1952.620000 sec): 3 clusters
  Score: Raw -2450642.123275 + Penalty 4852.710235 = -2445789.413040
  nChanged 24
		SP:Iteration 60F (1952.680000 sec): 3 clusters
  Score: Raw -2450645.014497 + Penalty 4852.710235 = -2445792.304262
  nChanged 21
		SP:Iteration 61Q (1952.740000 sec): 3 clusters
  Score: Raw -2450647.938056 + Penalty 4852.710235 = -2445795.227822
  nChanged 22
		SP:Iteration 62Q (1952.800000 sec): 3 clusters
  Score: Raw -2450651.331196 + Penalty 4852.710235 = -2445798.620961
  nChanged 20
		SP:Iteration 63Q (1952.860000 sec): 3 clusters
  Score: Raw -2450653.792697 + Penalty 4852.710235 = -2445801.082463
  nChanged 14
		SP:Iteration 64Q (1952.920000 sec): 3 clusters
  Score: Raw -2450655.420919 + Penalty 4852.710235 = -2445802.710684
  nChanged 21
		SP:Iteration 65Q (1952.980000 sec): 3 clusters
  Score: Raw -2450657.306683 + Penalty 4852.710235 = -2445804.596448
  nChanged 18
		SP:Iteration 66Q (1953.040000 sec): 3 clusters
  Score: Raw -2450659.135051 + Penalty 4852.710235 = -2445806.424817
  nChanged 18
		SP:Iteration 67Q (1953.100000 sec): 3 clusters
  Score: Raw -2450661.810833 + Penalty 4852.710235 = -2445809.100599
  nChanged 17
		SP:Iteration 68Q (1953.150000 sec): 3 clusters
  Score: Raw -2450664.187777 + Penalty 4852.710235 = -2445811.477543
  nChanged 22
		SP:Iteration 69Q (1953.210000 sec): 3 clusters
  Score: Raw -2450667.483541 + Penalty 4852.710235 = -2445814.773306
  nChanged 24
		SP:Iteration 70Q (1953.270000 sec): 3 clusters
  Score: Raw -2450671.338922 + Penalty 4852.710235 = -2445818.628687
  nChanged 26
		SP:Iteration 71Q (1953.330000 sec): 3 clusters
  Score: Raw -2450675.781209 + Penalty 4852.710235 = -2445823.070975
  nChanged 26
		SP:Iteration 72Q (1953.380000 sec): 3 clusters
  Score: Raw -2450679.687892 + Penalty 4852.710235 = -2445826.977657
  nChanged 21
		SP:Iteration 73Q (1953.440000 sec): 3 clusters
  Score: Raw -2450683.210822 + Penalty 4852.710235 = -2445830.500587
  nChanged 26
		SP:Iteration 74Q (1953.500000 sec): 3 clusters
  Score: Raw -2450687.402034 + Penalty 4852.710235 = -2445834.691799
  nChanged 27
		SP:Iteration 75Q (1953.560000 sec): 3 clusters
  Score: Raw -2450693.735940 + Penalty 4852.710235 = -2445841.025705
  nChanged 31
		SP:Iteration 76Q (1953.620000 sec): 3 clusters
  Score: Raw -2450698.637271 + Penalty 4852.710235 = -2445845.927036
  nChanged 27
		SP:Iteration 77Q (1953.680000 sec): 3 clusters
  Score: Raw -2450702.515893 + Penalty 4852.710235 = -2445849.805658
  nChanged 30
		SP:Iteration 78Q (1953.730000 sec): 3 clusters
  Score: Raw -2450707.550181 + Penalty 4852.710235 = -2445854.839947
  nChanged 26
		SP:Iteration 79Q (1953.790000 sec): 3 clusters
  Score: Raw -2450713.590018 + Penalty 4852.710235 = -2445860.879783
  nChanged 34
		SP:Iteration 80F (1953.850000 sec): 3 clusters
  Score: Raw -2450719.579372 + Penalty 4852.710235 = -2445866.869138
  nChanged 33
		SP:Iteration 81Q (1953.910000 sec): 3 clusters
  Score: Raw -2450725.558360 + Penalty 4852.710235 = -2445872.848125
  nChanged 37
		SP:Iteration 82Q (1953.970000 sec): 3 clusters
  Score: Raw -2450732.581026 + Penalty 4852.710235 = -2445879.870791
  nChanged 39
		SP:Iteration 83Q (1954.030000 sec): 3 clusters
  Score: Raw -2450742.663391 + Penalty 4852.710235 = -2445889.953156
  nChanged 48
		SP:Iteration 84Q (1954.090000 sec): 3 clusters
  Score: Raw -2450751.425428 + Penalty 4852.710235 = -2445898.715193
  nChanged 39
		SP:Iteration 85Q (1954.140000 sec): 3 clusters
  Score: Raw -2450758.334816 + Penalty 4852.710235 = -2445905.624581
  nChanged 29
		SP:Iteration 86Q (1954.200000 sec): 3 clusters
  Score: Raw -2450763.132205 + Penalty 4852.710235 = -2445910.421971
  nChanged 19
		SP:Iteration 87Q (1954.260000 sec): 3 clusters
  Score: Raw -2450765.785210 + Penalty 4852.710235 = -2445913.074976
  nChanged 14
		SP:Iteration 88Q (1954.320000 sec): 3 clusters
  Score: Raw -2450768.206852 + Penalty 4852.710235 = -2445915.496618
  nChanged 16
		SP:Iteration 89Q (1954.370000 sec): 3 clusters
  Score: Raw -2450770.583502 + Penalty 4852.710235 = -2445917.873267
  nChanged 18
		SP:Iteration 90Q (1954.430000 sec): 3 clusters
  Score: Raw -2450773.198764 + Penalty 4852.710235 = -2445920.488530
  nChanged 19
		SP:Iteration 91Q (1954.480000 sec): 3 clusters
  Score: Raw -2450775.576873 + Penalty 4852.710235 = -2445922.866638
  nChanged 20
		SP:Iteration 92Q (1954.540000 sec): 3 clusters
  Score: Raw -2450778.260061 + Penalty 4852.710235 = -2445925.549826
  nChanged 23
		SP:Iteration 93Q (1954.600000 sec): 3 clusters
  Score: Raw -2450782.612515 + Penalty 4852.710235 = -2445929.902280
  nChanged 29
		SP:Iteration 94Q (1954.660000 sec): 3 clusters
  Score: Raw -2450789.051392 + Penalty 4852.710235 = -2445936.341157
  nChanged 28
		SP:Iteration 95Q (1954.720000 sec): 3 clusters
  Score: Raw -2450794.762829 + Penalty 4852.710235 = -2445942.052594
  nChanged 32
		SP:Iteration 96Q (1954.770000 sec): 3 clusters
  Score: Raw -2450799.979352 + Penalty 4852.710235 = -2445947.269117
  nChanged 27
		SP:Iteration 97Q (1954.830000 sec): 3 clusters
  Score: Raw -2450803.517545 + Penalty 4852.710235 = -2445950.807310
  nChanged 33
		SP:Iteration 98Q (1954.880000 sec): 3 clusters
  Score: Raw -2450808.763931 + Penalty 4852.710235 = -2445956.053696
  nChanged 34
		SP:Iteration 99Q (1954.940000 sec): 3 clusters
  Score: Raw -2450814.190214 + Penalty 4852.710235 = -2445961.479980
  nChanged 21
		SP:Iteration 100F (1955.010000 sec): 3 clusters
  Score: Raw -2450817.811420 + Penalty 4852.710235 = -2445965.101186
  nChanged 29
		SP:Iteration 101Q (1955.060000 sec): 3 clusters
  Score: Raw -2450822.706278 + Penalty 4852.710235 = -2445969.996043
  nChanged 31
		SP:Iteration 102Q (1955.120000 sec): 3 clusters
  Score: Raw -2450829.138863 + Penalty 4852.710235 = -2445976.428629
  nChanged 46
		SP:Iteration 103Q (1955.180000 sec): 3 clusters
  Score: Raw -2450837.228489 + Penalty 4852.710235 = -2445984.518254
  nChanged 38
		SP:Iteration 104Q (1955.230000 sec): 3 clusters
  Score: Raw -2450844.898547 + Penalty 4852.710235 = -2445992.188312
  nChanged 37
		SP:Iteration 105Q (1955.290000 sec): 3 clusters
  Score: Raw -2450854.142941 + Penalty 4852.710235 = -2446001.432707
  nChanged 40
		SP:Iteration 106Q (1955.340000 sec): 3 clusters
  Score: Raw -2450861.889256 + Penalty 4852.710235 = -2446009.179021
  nChanged 35
		SP:Iteration 107Q (1955.400000 sec): 3 clusters
  Score: Raw -2450870.011360 + Penalty 4852.710235 = -2446017.301125
  nChanged 42
		SP:Iteration 108Q (1955.460000 sec): 3 clusters
  Score: Raw -2450877.775709 + Penalty 4852.710235 = -2446025.065475
  nChanged 39
		SP:Iteration 109Q (1955.520000 sec): 3 clusters
  Score: Raw -2450885.886414 + Penalty 4852.710235 = -2446033.176179
  nChanged 42
		SP:Iteration 110Q (1955.570000 sec): 3 clusters
  Score: Raw -2450894.244864 + Penalty 4852.710235 = -2446041.534629
  nChanged 43
		SP:Iteration 111Q (1955.630000 sec): 3 clusters
  Score: Raw -2450903.711241 + Penalty 4852.710235 = -2446051.001007
  nChanged 45
		SP:Iteration 112Q (1955.680000 sec): 3 clusters
  Score: Raw -2450917.704137 + Penalty 4852.710235 = -2446064.993902
  nChanged 53
		SP:Iteration 113Q (1955.740000 sec): 3 clusters
  Score: Raw -2450932.751464 + Penalty 4852.710235 = -2446080.041230
  nChanged 63
		SP:Iteration 114Q (1955.800000 sec): 3 clusters
  Score: Raw -2450951.421347 + Penalty 4852.710235 = -2446098.711112
  nChanged 64
		SP:Iteration 115Q (1955.850000 sec): 3 clusters
  Score: Raw -2450969.446023 + Penalty 4852.710235 = -2446116.735788
  nChanged 55
		SP:Iteration 116Q (1955.910000 sec): 3 clusters
  Score: Raw -2450982.926038 + Penalty 4852.710235 = -2446130.215804
  nChanged 44
		SP:Iteration 117Q (1955.960000 sec): 3 clusters
  Score: Raw -2450994.826830 + Penalty 4852.710235 = -2446142.116596
  nChanged 55
		SP:Iteration 118Q (1956.010000 sec): 3 clusters
  Score: Raw -2451008.864392 + Penalty 4852.710235 = -2446156.154157
  nChanged 56
		SP:Iteration 119Q (1956.070000 sec): 3 clusters
  Score: Raw -2451025.099203 + Penalty 4852.710235 = -2446172.388968
  nChanged 62
		SP:Iteration 120F (1956.130000 sec): 3 clusters
  Score: Raw -2451043.893301 + Penalty 4852.710235 = -2446191.183066
  nChanged 62
		SP:Iteration 121Q (1956.190000 sec): 3 clusters
  Score: Raw -2451059.531463 + Penalty 4852.710235 = -2446206.821228
  nChanged 62
		SP:Iteration 122Q (1956.240000 sec): 3 clusters
  Score: Raw -2451077.170006 + Penalty 4852.710235 = -2446224.459771
  nChanged 65
		SP:Iteration 123Q (1956.300000 sec): 3 clusters
  Score: Raw -2451094.597628 + Penalty 4852.710235 = -2446241.887394
  nChanged 57
		SP:Iteration 124Q (1956.350000 sec): 3 clusters
  Score: Raw -2451113.567342 + Penalty 4852.710235 = -2446260.857107
  nChanged 72
		SP:Iteration 125Q (1956.400000 sec): 3 clusters
  Score: Raw -2451134.384605 + Penalty 4852.710235 = -2446281.674370
  nChanged 54
		SP:Iteration 126Q (1956.460000 sec): 3 clusters
  Score: Raw -2451149.226382 + Penalty 4852.710235 = -2446296.516147
  nChanged 47
		SP:Iteration 127Q (1956.510000 sec): 3 clusters
  Score: Raw -2451164.615426 + Penalty 4852.710235 = -2446311.905191
  nChanged 51
		SP:Iteration 128Q (1956.570000 sec): 3 clusters
  Score: Raw -2451180.455974 + Penalty 4852.710235 = -2446327.745739
  nChanged 45
		SP:Iteration 129Q (1956.620000 sec): 3 clusters
  Score: Raw -2451194.131031 + Penalty 4852.710235 = -2446341.420797
  nChanged 44
		SP:Iteration 130Q (1956.670000 sec): 3 clusters
  Score: Raw -2451207.782143 + Penalty 4852.710235 = -2446355.071908
  nChanged 38
		SP:Iteration 131Q (1956.730000 sec): 3 clusters
  Score: Raw -2451219.561254 + Penalty 4852.710235 = -2446366.851019
  nChanged 40
		SP:Iteration 132Q (1956.780000 sec): 3 clusters
  Score: Raw -2451233.692654 + Penalty 4852.710235 = -2446380.982419
  nChanged 44
		SP:Iteration 133Q (1956.830000 sec): 3 clusters
  Score: Raw -2451246.977250 + Penalty 4852.710235 = -2446394.267015
  nChanged 37
		SP:Iteration 134Q (1956.890000 sec): 3 clusters
  Score: Raw -2451258.130372 + Penalty 4852.710235 = -2446405.420137
  nChanged 31
		SP:Iteration 135Q (1956.940000 sec): 3 clusters
  Score: Raw -2451266.334145 + Penalty 4852.710235 = -2446413.623911
  nChanged 26
		SP:Iteration 136Q (1956.990000 sec): 3 clusters
  Score: Raw -2451273.496564 + Penalty 4852.710235 = -2446420.786330
  nChanged 28
		SP:Iteration 137Q (1957.050000 sec): 3 clusters
  Score: Raw -2451280.589981 + Penalty 4852.710235 = -2446427.879746
  nChanged 26
		SP:Iteration 138Q (1957.100000 sec): 3 clusters
  Score: Raw -2451286.237658 + Penalty 4852.710235 = -2446433.527423
  nChanged 29
		SP:Iteration 139Q (1957.150000 sec): 3 clusters
  Score: Raw -2451293.172446 + Penalty 4852.710235 = -2446440.462211
  nChanged 13
		SP:Iteration 140F (1957.220000 sec): 3 clusters
  Score: Raw -2451296.250571 + Penalty 4852.710235 = -2446443.540336
  nChanged 16
		SP:Iteration 141Q (1957.270000 sec): 3 clusters
  Score: Raw -2451299.502801 + Penalty 4852.710235 = -2446446.792566
  nChanged 16
		SP:Iteration 142Q (1957.320000 sec): 3 clusters
  Score: Raw -2451303.613268 + Penalty 4852.710235 = -2446450.903033
  nChanged 14
		SP:Iteration 143Q (1957.370000 sec): 3 clusters
  Score: Raw -2451308.079460 + Penalty 4852.710235 = -2446455.369226
  nChanged 18
		SP:Iteration 144Q (1957.430000 sec): 3 clusters
  Score: Raw -2451313.039585 + Penalty 4852.710235 = -2446460.329350
  nChanged 21
		SP:Iteration 145Q (1957.480000 sec): 3 clusters
  Score: Raw -2451318.185804 + Penalty 4852.710235 = -2446465.475569
  nChanged 10
		SP:Iteration 146Q (1957.530000 sec): 3 clusters
  Score: Raw -2451321.500183 + Penalty 4852.710235 = -2446468.789949
  nChanged 9
		SP:Iteration 147Q (1957.580000 sec): 3 clusters
  Score: Raw -2451323.598755 + Penalty 4852.710235 = -2446470.888520
  nChanged 12
		SP:Iteration 148Q (1957.630000 sec): 3 clusters
  Score: Raw -2451326.065765 + Penalty 4852.710235 = -2446473.355530
  nChanged 7
		SP:Iteration 149Q (1957.690000 sec): 3 clusters
  Score: Raw -2451328.032948 + Penalty 4852.710235 = -2446475.322714
  nChanged 8
		SP:Iteration 150Q (1957.740000 sec): 3 clusters
  Score: Raw -2451329.657193 + Penalty 4852.710235 = -2446476.946958
  nChanged 8
		SP:Iteration 151Q (1957.790000 sec): 3 clusters
  Score: Raw -2451331.526588 + Penalty 4852.710235 = -2446478.816353
  nChanged 12
		SP:Iteration 152Q (1957.840000 sec): 3 clusters
  Score: Raw -2451333.899361 + Penalty 4852.710235 = -2446481.189126
  nChanged 6
		SP:Iteration 153Q (1957.890000 sec): 3 clusters
  Score: Raw -2451335.975525 + Penalty 4852.710235 = -2446483.265290
  nChanged 6
		SP:Iteration 154Q (1957.950000 sec): 3 clusters
  Score: Raw -2451337.933882 + Penalty 4852.710235 = -2446485.223647
  nChanged 10
		SP:Iteration 155Q (1957.990000 sec): 3 clusters
  Score: Raw -2451340.356864 + Penalty 4852.710235 = -2446487.646629
  nChanged 8
		SP:Iteration 156Q (1958.050000 sec): 3 clusters
  Score: Raw -2451342.057869 + Penalty 4852.710235 = -2446489.347635
  nChanged 3
		SP:Iteration 157Q (1958.100000 sec): 3 clusters
  Score: Raw -2451343.269883 + Penalty 4852.710235 = -2446490.559649
  nChanged 6
		SP:Iteration 158Q (1958.150000 sec): 3 clusters
  Score: Raw -2451345.287072 + Penalty 4852.710235 = -2446492.576837
  nChanged 9
		SP:Iteration 159Q (1958.210000 sec): 3 clusters
  Score: Raw -2451347.731074 + Penalty 4852.710235 = -2446495.020839
  nChanged 6
		SP:Iteration 160F (1958.270000 sec): 3 clusters
  Score: Raw -2451348.967480 + Penalty 4852.710235 = -2446496.257246
  nChanged 4
		SP:Iteration 161Q (1958.320000 sec): 3 clusters
  Score: Raw -2451349.466165 + Penalty 4852.710235 = -2446496.755930
  nChanged 2
		SP:Iteration 162Q (1958.370000 sec): 3 clusters
  Score: Raw -2451349.949201 + Penalty 4852.710235 = -2446497.238966
  nChanged 1
		SP:Iteration 163Q (1958.420000 sec): 3 clusters
  Score: Raw -2451350.121986 + Penalty 4852.710235 = -2446497.411752
  nChanged 1
		SP:Iteration 164Q (1958.470000 sec): 3 clusters
  Score: Raw -2451350.513861 + Penalty 4852.710235 = -2446497.803627
  nChanged 1
		SP:Iteration 165Q (1958.530000 sec): 3 clusters
  Score: Raw -2451350.818811 + Penalty 4852.710235 = -2446498.108576
  nChanged 2
		SP:Iteration 166Q (1958.580000 sec): 3 clusters
  Score: Raw -2451351.717830 + Penalty 4852.710235 = -2446499.007595
  nChanged 4
		SP:Iteration 167Q (1958.630000 sec): 3 clusters
  Score: Raw -2451352.442174 + Penalty 4852.710235 = -2446499.731940
  nChanged 5
		SP:Iteration 168Q (1958.680000 sec): 3 clusters
  Score: Raw -2451353.169937 + Penalty 4852.710235 = -2446500.459703
  nChanged 4
		SP:Iteration 169Q (1958.730000 sec): 3 clusters
  Score: Raw -2451353.631135 + Penalty 4852.710235 = -2446500.920900
  nChanged 5
		SP:Iteration 170Q (1958.790000 sec): 3 clusters
  Score: Raw -2451355.291512 + Penalty 4852.710235 = -2446502.581277
  nChanged 2
		SP:Iteration 171Q (1958.840000 sec): 3 clusters
  Score: Raw -2451355.757212 + Penalty 4852.710235 = -2446503.046977
  nChanged 1
		SP:Iteration 172Q (1958.890000 sec): 3 clusters
  Score: Raw -2451355.939438 + Penalty 4852.710235 = -2446503.229203
  nChanged 0
		SP:Iteration 173F (1958.960000 sec): 3 clusters
  Score: Raw -2451355.939438 + Penalty 4852.710235 = -2446503.229203
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1958.990000 sec): 2 clusters
  Score: Raw -1058528.451373 + Penalty 2203.177158 = -1056325.274215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1959.010000 sec): 3 clusters
  Score: Raw -1054830.192629 + Penalty 4406.354315 = -1050423.838314
  nChanged 2906
		SP:Iteration 1F (1959.040000 sec): 3 clusters
  Score: Raw -1056400.408506 + Penalty 4406.354315 = -1051994.054191
  nChanged 500
		SP:Iteration 2F (1959.070000 sec): 3 clusters
  Score: Raw -1056659.245888 + Penalty 4406.354315 = -1052252.891573
  nChanged 354
		SP:Iteration 3Q (1959.090000 sec): 3 clusters
  Score: Raw -1056839.146331 + Penalty 4406.354315 = -1052432.792015
  nChanged 282
		SP:Iteration 4Q (1959.120000 sec): 3 clusters
  Score: Raw -1056953.293057 + Penalty 4406.354315 = -1052546.938741
  nChanged 209
		SP:Iteration 5Q (1959.150000 sec): 3 clusters
  Score: Raw -1057028.325855 + Penalty 4406.354315 = -1052621.971539
  nChanged 170
		SP:Iteration 6Q (1959.170000 sec): 3 clusters
  Score: Raw -1057085.549203 + Penalty 4406.354315 = -1052679.194888
  nChanged 135
		SP:Iteration 7Q (1959.200000 sec): 3 clusters
  Score: Raw -1057131.051251 + Penalty 4406.354315 = -1052724.696936
  nChanged 122
		SP:Iteration 8Q (1959.230000 sec): 3 clusters
  Score: Raw -1057169.723669 + Penalty 4406.354315 = -1052763.369353
  nChanged 94
		SP:Iteration 9Q (1959.250000 sec): 3 clusters
  Score: Raw -1057197.453999 + Penalty 4406.354315 = -1052791.099684
  nChanged 75
		SP:Iteration 10Q (1959.280000 sec): 3 clusters
  Score: Raw -1057218.690600 + Penalty 4406.354315 = -1052812.336285
  nChanged 71
		SP:Iteration 11Q (1959.300000 sec): 3 clusters
  Score: Raw -1057238.180573 + Penalty 4406.354315 = -1052831.826258
  nChanged 69
		SP:Iteration 12Q (1959.330000 sec): 3 clusters
  Score: Raw -1057255.504807 + Penalty 4406.354315 = -1052849.150491
  nChanged 51
		SP:Iteration 13Q (1959.350000 sec): 3 clusters
  Score: Raw -1057269.238076 + Penalty 4406.354315 = -1052862.883761
  nChanged 59
		SP:Iteration 14Q (1959.380000 sec): 3 clusters
  Score: Raw -1057283.660613 + Penalty 4406.354315 = -1052877.306298
  nChanged 53
		SP:Iteration 15Q (1959.410000 sec): 3 clusters
  Score: Raw -1057296.499261 + Penalty 4406.354315 = -1052890.144946
  nChanged 57
		SP:Iteration 16Q (1959.430000 sec): 3 clusters
  Score: Raw -1057313.827047 + Penalty 4406.354315 = -1052907.472732
  nChanged 71
		SP:Iteration 17Q (1959.460000 sec): 3 clusters
  Score: Raw -1057334.137500 + Penalty 4406.354315 = -1052927.783184
  nChanged 65
		SP:Iteration 18Q (1959.490000 sec): 3 clusters
  Score: Raw -1057351.946929 + Penalty 4406.354315 = -1052945.592614
  nChanged 65
		SP:Iteration 19Q (1959.510000 sec): 3 clusters
  Score: Raw -1057372.541275 + Penalty 4406.354315 = -1052966.186960
  nChanged 80
		SP:Iteration 20F (1959.540000 sec): 3 clusters
  Score: Raw -1057400.125555 + Penalty 4406.354315 = -1052993.771240
  nChanged 96
		SP:Iteration 21Q (1959.570000 sec): 3 clusters
  Score: Raw -1057436.131842 + Penalty 4406.354315 = -1053029.777527
  nChanged 104
		SP:Iteration 22Q (1959.590000 sec): 3 clusters
  Score: Raw -1057477.558300 + Penalty 4406.354315 = -1053071.203984
  nChanged 115
		SP:Iteration 23Q (1959.620000 sec): 3 clusters
  Score: Raw -1057524.334284 + Penalty 4406.354315 = -1053117.979969
  nChanged 116
		SP:Iteration 24Q (1959.650000 sec): 3 clusters
  Score: Raw -1057571.767798 + Penalty 4406.354315 = -1053165.413483
  nChanged 128
		SP:Iteration 25Q (1959.670000 sec): 3 clusters
  Score: Raw -1057627.340024 + Penalty 4406.354315 = -1053220.985709
  nChanged 140
		SP:Iteration 26Q (1959.700000 sec): 3 clusters
  Score: Raw -1057706.644406 + Penalty 4406.354315 = -1053300.290091
  nChanged 159
		SP:Iteration 27Q (1959.730000 sec): 3 clusters
  Score: Raw -1057803.161633 + Penalty 4406.354315 = -1053396.807318
  nChanged 187
		SP:Iteration 28Q (1959.750000 sec): 3 clusters
  Score: Raw -1057929.200472 + Penalty 4406.354315 = -1053522.846157
  nChanged 209
		SP:Iteration 29Q (1959.780000 sec): 3 clusters
  Score: Raw -1058071.268159 + Penalty 4406.354315 = -1053664.913844
  nChanged 208
		SP:Iteration 30Q (1959.810000 sec): 3 clusters
  Score: Raw -1058236.821428 + Penalty 4406.354315 = -1053830.467113
  nChanged 211
		SP:Iteration 31Q (1959.830000 sec): 3 clusters
  Score: Raw -1058439.628523 + Penalty 4406.354315 = -1054033.274208
  nChanged 197
		SP:Iteration 32Q (1959.850000 sec): 3 clusters
  Score: Raw -1058630.769120 + Penalty 4406.354315 = -1054224.414805
  nChanged 190
		SP:Iteration 33Q (1959.880000 sec): 3 clusters
  Score: Raw -1058816.406659 + Penalty 4406.354315 = -1054410.052344
  nChanged 160
		SP:Iteration 34Q (1959.910000 sec): 3 clusters
  Score: Raw -1058948.047352 + Penalty 4406.354315 = -1054541.693037
  nChanged 119
		SP:Iteration 35Q (1959.930000 sec): 3 clusters
  Score: Raw -1059048.608004 + Penalty 4406.354315 = -1054642.253688
  nChanged 106
		SP:Iteration 36Q (1959.950000 sec): 3 clusters
  Score: Raw -1059128.980573 + Penalty 4406.354315 = -1054722.626257
  nChanged 97
		SP:Iteration 37Q (1959.970000 sec): 3 clusters
  Score: Raw -1059186.392422 + Penalty 4406.354315 = -1054780.038106
  nChanged 88
		SP:Iteration 38Q (1960.000000 sec): 3 clusters
  Score: Raw -1059235.550373 + Penalty 4406.354315 = -1054829.196058
  nChanged 67
		SP:Iteration 39Q (1960.020000 sec): 3 clusters
  Score: Raw -1059271.156157 + Penalty 4406.354315 = -1054864.801842
  nChanged 55
		SP:Iteration 40F (1960.050000 sec): 3 clusters
  Score: Raw -1059298.642308 + Penalty 4406.354315 = -1054892.287993
  nChanged 43
		SP:Iteration 41Q (1960.070000 sec): 3 clusters
  Score: Raw -1059321.111890 + Penalty 4406.354315 = -1054914.757574
  nChanged 40
		SP:Iteration 42Q (1960.090000 sec): 3 clusters
  Score: Raw -1059338.102743 + Penalty 4406.354315 = -1054931.748428
  nChanged 26
		SP:Iteration 43Q (1960.110000 sec): 3 clusters
  Score: Raw -1059347.638025 + Penalty 4406.354315 = -1054941.283710
  nChanged 23
		SP:Iteration 44Q (1960.130000 sec): 3 clusters
  Score: Raw -1059356.068130 + Penalty 4406.354315 = -1054949.713815
  nChanged 15
		SP:Iteration 45Q (1960.160000 sec): 3 clusters
  Score: Raw -1059360.476913 + Penalty 4406.354315 = -1054954.122598
  nChanged 6
		SP:Iteration 46Q (1960.180000 sec): 3 clusters
  Score: Raw -1059362.946539 + Penalty 4406.354315 = -1054956.592224
  nChanged 9
		SP:Iteration 47Q (1960.200000 sec): 3 clusters
  Score: Raw -1059367.286080 + Penalty 4406.354315 = -1054960.931765
  nChanged 9
		SP:Iteration 48Q (1960.220000 sec): 3 clusters
  Score: Raw -1059370.016366 + Penalty 4406.354315 = -1054963.662051
  nChanged 6
		SP:Iteration 49Q (1960.250000 sec): 3 clusters
  Score: Raw -1059371.636017 + Penalty 4406.354315 = -1054965.281702
  nChanged 4
		SP:Iteration 50Q (1960.270000 sec): 3 clusters
  Score: Raw -1059372.748511 + Penalty 4406.354315 = -1054966.394195
  nChanged 2
		SP:Iteration 51Q (1960.290000 sec): 3 clusters
  Score: Raw -1059373.217174 + Penalty 4406.354315 = -1054966.862858
  nChanged 3
		SP:Iteration 52Q (1960.310000 sec): 3 clusters
  Score: Raw -1059374.235170 + Penalty 4406.354315 = -1054967.880855
  nChanged 1
		SP:Iteration 53Q (1960.330000 sec): 3 clusters
  Score: Raw -1059374.575337 + Penalty 4406.354315 = -1054968.221022
  nChanged 3
		SP:Iteration 54Q (1960.350000 sec): 3 clusters
  Score: Raw -1059375.364356 + Penalty 4406.354315 = -1054969.010041
  nChanged 2
		SP:Iteration 55Q (1960.380000 sec): 3 clusters
  Score: Raw -1059376.065476 + Penalty 4406.354315 = -1054969.711161
  nChanged 1
		SP:Iteration 56Q (1960.400000 sec): 3 clusters
  Score: Raw -1059376.526047 + Penalty 4406.354315 = -1054970.171732
  nChanged 1
		SP:Iteration 57Q (1960.420000 sec): 3 clusters
  Score: Raw -1059376.752800 + Penalty 4406.354315 = -1054970.398485
  nChanged 3
		SP:Iteration 58Q (1960.440000 sec): 3 clusters
  Score: Raw -1059378.146255 + Penalty 4406.354315 = -1054971.791940
  nChanged 1
		SP:Iteration 59Q (1960.470000 sec): 3 clusters
  Score: Raw -1059378.318604 + Penalty 4406.354315 = -1054971.964289
  nChanged 1
		SP:Iteration 60F (1960.490000 sec): 3 clusters
  Score: Raw -1059378.628237 + Penalty 4406.354315 = -1054972.273922
  nChanged 1
		SP:Iteration 61Q (1960.510000 sec): 3 clusters
  Score: Raw -1059378.735753 + Penalty 4406.354315 = -1054972.381438
  nChanged 1
		SP:Iteration 62Q (1960.530000 sec): 3 clusters
  Score: Raw -1059379.157660 + Penalty 4406.354315 = -1054972.803345
  nChanged 1
		SP:Iteration 63Q (1960.560000 sec): 3 clusters
  Score: Raw -1059379.307418 + Penalty 4406.354315 = -1054972.953103
  nChanged 0
		SP:Iteration 64F (1960.580000 sec): 3 clusters
  Score: Raw -1059379.307418 + Penalty 4406.354315 = -1054972.953103
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (100693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1960.930000 sec): 2 clusters
  Score: Raw -14895858.094178 + Penalty 2856.918228 = -14893001.175950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1961.310000 sec): 3 clusters
  Score: Raw -14831372.062873 + Penalty 5713.836455 = -14825658.226418
  nChanged 47597
		SP:Iteration 1F (1961.690000 sec): 3 clusters
  Score: Raw -14858782.137965 + Penalty 5713.836455 = -14853068.301510
  nChanged 3379
		SP:Iteration 2Q (1962.080000 sec): 3 clusters
  Score: Raw -14859612.790111 + Penalty 5713.836455 = -14853898.953655
  nChanged 3610
		SP:Iteration 3Q (1962.470000 sec): 3 clusters
  Score: Raw -14860606.079179 + Penalty 5713.836455 = -14854892.242724
  nChanged 3946
		SP:Iteration 4Q (1962.860000 sec): 3 clusters
  Score: Raw -14861895.962250 + Penalty 5713.836455 = -14856182.125795
  nChanged 4495
		SP:Iteration 5Q (1963.250000 sec): 3 clusters
  Score: Raw -14863652.407255 + Penalty 5713.836455 = -14857938.570800
  nChanged 5284
		SP:Iteration 6F (1963.630000 sec): 3 clusters
  Score: Raw -14866202.351895 + Penalty 5713.836455 = -14860488.515440
  nChanged 6144
		SP:Iteration 7F (1964.010000 sec): 3 clusters
  Score: Raw -14869711.199261 + Penalty 5713.836455 = -14863997.362806
  nChanged 6769
		SP:Iteration 8F (1964.410000 sec): 3 clusters
  Score: Raw -14874139.621988 + Penalty 5713.836455 = -14868425.785533
  nChanged 6831
		SP:Iteration 9F (1964.800000 sec): 3 clusters
  Score: Raw -14879134.374160 + Penalty 5713.836455 = -14873420.537705
  nChanged 6322
		SP:Iteration 10F (1965.210000 sec): 3 clusters
  Score: Raw -14884145.867691 + Penalty 5713.836455 = -14878432.031236
  nChanged 5334
		SP:Iteration 11F (1965.610000 sec): 3 clusters
  Score: Raw -14888630.634755 + Penalty 5713.836455 = -14882916.798300
  nChanged 3857
		SP:Iteration 12Q (1966.010000 sec): 3 clusters
  Score: Raw -14891966.710439 + Penalty 5713.836455 = -14886252.873984
  nChanged 2332
		SP:Iteration 13Q (1966.400000 sec): 3 clusters
  Score: Raw -14894047.923532 + Penalty 5713.836455 = -14888334.087077
  nChanged 1310
		SP:Iteration 14Q (1966.750000 sec): 3 clusters
  Score: Raw -14895243.566616 + Penalty 5713.836455 = -14889529.730161
  nChanged 639
		SP:Iteration 15Q (1967.090000 sec): 3 clusters
  Score: Raw -14895839.592185 + Penalty 5713.836455 = -14890125.755730
  nChanged 312
		SP:Iteration 16Q (1967.400000 sec): 3 clusters
  Score: Raw -14896102.878541 + Penalty 5713.836455 = -14890389.042086
  nChanged 176
		SP:Iteration 17Q (1967.700000 sec): 3 clusters
  Score: Raw -14896247.997238 + Penalty 5713.836455 = -14890534.160783
  nChanged 109
		SP:Iteration 18Q (1967.990000 sec): 3 clusters
  Score: Raw -14896338.409764 + Penalty 5713.836455 = -14890624.573309
  nChanged 87
		SP:Iteration 19Q (1968.310000 sec): 3 clusters
  Score: Raw -14896404.332084 + Penalty 5713.836455 = -14890690.495629
  nChanged 51
		SP:Iteration 20F (1968.720000 sec): 3 clusters
  Score: Raw -14896447.382085 + Penalty 5713.836455 = -14890733.545630
  nChanged 44
		SP:Iteration 21Q (1969.020000 sec): 3 clusters
  Score: Raw -14896472.930135 + Penalty 5713.836455 = -14890759.093680
  nChanged 26
		SP:Iteration 22Q (1969.310000 sec): 3 clusters
  Score: Raw -14896486.891764 + Penalty 5713.836455 = -14890773.055309
  nChanged 14
		SP:Iteration 23Q (1969.600000 sec): 3 clusters
  Score: Raw -14896495.852103 + Penalty 5713.836455 = -14890782.015647
  nChanged 12
		SP:Iteration 24Q (1969.890000 sec): 3 clusters
  Score: Raw -14896502.716220 + Penalty 5713.836455 = -14890788.879765
  nChanged 9
		SP:Iteration 25Q (1970.170000 sec): 3 clusters
  Score: Raw -14896506.855944 + Penalty 5713.836455 = -14890793.019489
  nChanged 6
		SP:Iteration 26Q (1970.460000 sec): 3 clusters
  Score: Raw -14896509.646373 + Penalty 5713.836455 = -14890795.809918
  nChanged 5
		SP:Iteration 27Q (1970.740000 sec): 3 clusters
  Score: Raw -14896510.977997 + Penalty 5713.836455 = -14890797.141542
  nChanged 2
		SP:Iteration 28Q (1971.030000 sec): 3 clusters
  Score: Raw -14896511.395210 + Penalty 5713.836455 = -14890797.558755
  nChanged 1
		SP:Iteration 29Q (1971.310000 sec): 3 clusters
  Score: Raw -14896511.729019 + Penalty 5713.836455 = -14890797.892564
  nChanged 3
		SP:Iteration 30Q (1971.610000 sec): 3 clusters
  Score: Raw -14896512.759566 + Penalty 5713.836455 = -14890798.923111
  nChanged 2
		SP:Iteration 31Q (1971.890000 sec): 3 clusters
  Score: Raw -14896513.713833 + Penalty 5713.836455 = -14890799.877378
  nChanged 1
		SP:Iteration 32Q (1972.180000 sec): 3 clusters
  Score: Raw -14896514.177438 + Penalty 5713.836455 = -14890800.340983
  nChanged 2
		SP:Iteration 33Q (1972.470000 sec): 3 clusters
  Score: Raw -14896515.283914 + Penalty 5713.836455 = -14890801.447459
  nChanged 1
		SP:Iteration 34Q (1972.750000 sec): 3 clusters
  Score: Raw -14896515.577572 + Penalty 5713.836455 = -14890801.741117
  nChanged 1
		SP:Iteration 35Q (1973.040000 sec): 3 clusters
  Score: Raw -14896515.781547 + Penalty 5713.836455 = -14890801.945091
  nChanged 0
		SP:Iteration 36F (1973.440000 sec): 3 clusters
  Score: Raw -14896515.781547 + Penalty 5713.836455 = -14890801.945091
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1973.480000 sec): 2 clusters
  Score: Raw -31826.381350 + Penalty 1381.894200 = -30444.487150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1973.480000 sec): 3 clusters
  Score: Raw -32229.893934 + Penalty 2763.788400 = -29466.105534
  nChanged 59
		SP:Iteration 1F (1973.480000 sec): 3 clusters
  Score: Raw -32492.559244 + Penalty 2763.788400 = -29728.770844
  nChanged 14
		SP:Iteration 2F (1973.480000 sec): 3 clusters
  Score: Raw -32749.686738 + Penalty 2763.788400 = -29985.898338
  nChanged 28
		SP:Iteration 3F (1973.480000 sec): 3 clusters
  Score: Raw -33100.079289 + Penalty 2763.788400 = -30336.290890
  nChanged 9
		SP:Iteration 4Q (1973.490000 sec): 3 clusters
  Score: Raw -33214.082208 + Penalty 2763.788400 = -30450.293809
  nChanged 6
		SP:Iteration 5Q (1973.490000 sec): 3 clusters
  Score: Raw -33334.281318 + Penalty 2763.788400 = -30570.492918
  nChanged 4
		SP:Iteration 6Q (1973.490000 sec): 3 clusters
  Score: Raw -33411.323682 + Penalty 2763.788400 = -30647.535282
  nChanged 2
		SP:Iteration 7Q (1973.490000 sec): 3 clusters
  Score: Raw -33463.808189 + Penalty 2763.788400 = -30700.019789
  nChanged 2
		SP:Iteration 8Q (1973.490000 sec): 3 clusters
  Score: Raw -33480.265127 + Penalty 2763.788400 = -30716.476727
  nChanged 0
		SP:Iteration 9F (1973.490000 sec): 3 clusters
  Score: Raw -33480.265127 + Penalty 2763.788400 = -30716.476727
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 33.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (258709 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1974.400000 sec): 2 clusters
  Score: Raw -38291388.897306 + Penalty 3090.937871 = -38288297.959435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1975.440000 sec): 3 clusters
  Score: Raw -38120605.721041 + Penalty 6181.875742 = -38114423.845299
  nChanged 124845
		SP:Iteration 1F (1976.430000 sec): 3 clusters
  Score: Raw -38194346.825496 + Penalty 6181.875742 = -38188164.949754
  nChanged 7637
		SP:Iteration 2Q (1977.420000 sec): 3 clusters
  Score: Raw -38196242.611422 + Penalty 6181.875742 = -38190060.735680
  nChanged 9777
		SP:Iteration 3Q (1978.410000 sec): 3 clusters
  Score: Raw -38199545.361719 + Penalty 6181.875742 = -38193363.485977
  nChanged 13075
		SP:Iteration 4F (1979.390000 sec): 3 clusters
  Score: Raw -38205592.400142 + Penalty 6181.875742 = -38199410.524400
  nChanged 17482
		SP:Iteration 5F (1980.360000 sec): 3 clusters
  Score: Raw -38216593.078255 + Penalty 6181.875742 = -38210411.202513
  nChanged 22114
		SP:Iteration 6F (1981.330000 sec): 3 clusters
  Score: Raw -38234506.310804 + Penalty 6181.875742 = -38228324.435062
  nChanged 23238
		SP:Iteration 7F (1982.310000 sec): 3 clusters
  Score: Raw -38256520.863503 + Penalty 6181.875742 = -38250338.987761
  nChanged 18741
		SP:Iteration 8F (1983.270000 sec): 3 clusters
  Score: Raw -38275217.999493 + Penalty 6181.875742 = -38269036.123751
  nChanged 10714
		SP:Iteration 9Q (1984.250000 sec): 3 clusters
  Score: Raw -38285748.008862 + Penalty 6181.875742 = -38279566.133120
  nChanged 4427
		SP:Iteration 10Q (1985.130000 sec): 3 clusters
  Score: Raw -38289897.443388 + Penalty 6181.875742 = -38283715.567646
  nChanged 1269
		SP:Iteration 11Q (1985.890000 sec): 3 clusters
  Score: Raw -38291116.789048 + Penalty 6181.875742 = -38284934.913306
  nChanged 319
		SP:Iteration 12Q (1986.620000 sec): 3 clusters
  Score: Raw -38291427.454064 + Penalty 6181.875742 = -38285245.578322
  nChanged 95
		SP:Iteration 13Q (1987.360000 sec): 3 clusters
  Score: Raw -38291563.564094 + Penalty 6181.875742 = -38285381.688352
  nChanged 42
		SP:Iteration 14Q (1988.100000 sec): 3 clusters
  Score: Raw -38291629.336926 + Penalty 6181.875742 = -38285447.461184
  nChanged 23
		SP:Iteration 15Q (1988.830000 sec): 3 clusters
  Score: Raw -38291666.720611 + Penalty 6181.875742 = -38285484.844870
  nChanged 10
		SP:Iteration 16Q (1989.560000 sec): 3 clusters
  Score: Raw -38291676.339257 + Penalty 6181.875742 = -38285494.463516
  nChanged 5
		SP:Iteration 17Q (1990.280000 sec): 3 clusters
  Score: Raw -38291684.296970 + Penalty 6181.875742 = -38285502.421228
  nChanged 4
		SP:Iteration 18Q (1990.980000 sec): 3 clusters
  Score: Raw -38291692.945182 + Penalty 6181.875742 = -38285511.069440
  nChanged 7
		SP:Iteration 19Q (1991.720000 sec): 3 clusters
  Score: Raw -38291705.363893 + Penalty 6181.875742 = -38285523.488151
  nChanged 3
		SP:Iteration 20F (1992.740000 sec): 3 clusters
  Score: Raw -38291709.608561 + Penalty 6181.875742 = -38285527.732819
  nChanged 4
		SP:Iteration 21Q (1993.470000 sec): 3 clusters
  Score: Raw -38291713.972229 + Penalty 6181.875742 = -38285532.096488
  nChanged 3
		SP:Iteration 22Q (1994.190000 sec): 3 clusters
  Score: Raw -38291716.453358 + Penalty 6181.875742 = -38285534.577616
  nChanged 1
		SP:Iteration 23Q (1994.910000 sec): 3 clusters
  Score: Raw -38291718.632814 + Penalty 6181.875742 = -38285536.757073
  nChanged 1
		SP:Iteration 24Q (1995.640000 sec): 3 clusters
  Score: Raw -38291719.439775 + Penalty 6181.875742 = -38285537.564033
  nChanged 0
		SP:Iteration 25F (1996.660000 sec): 3 clusters
  Score: Raw -38291719.439775 + Penalty 6181.875742 = -38285537.564033
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1996.770000 sec): 2 clusters
  Score: Raw -63958.600981 + Penalty 1532.644130 = -62425.956851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1996.770000 sec): 3 clusters
  Score: Raw -63983.818799 + Penalty 3065.288260 = -60918.530539
  nChanged 84
		SP:Iteration 1F (1996.770000 sec): 3 clusters
  Score: Raw -64168.103372 + Penalty 3065.288260 = -61102.815111
  nChanged 18
		SP:Iteration 2Q (1996.770000 sec): 3 clusters
  Score: Raw -64207.971034 + Penalty 3065.288260 = -61142.682774
  nChanged 9
		SP:Iteration 3Q (1996.770000 sec): 3 clusters
  Score: Raw -64247.604451 + Penalty 3065.288260 = -61182.316191
  nChanged 6
		SP:Iteration 4Q (1996.780000 sec): 3 clusters
  Score: Raw -64261.090412 + Penalty 3065.288260 = -61195.802152
  nChanged 4
		SP:Iteration 5Q (1996.780000 sec): 3 clusters
  Score: Raw -64277.341733 + Penalty 3065.288260 = -61212.053472
  nChanged 5
		SP:Iteration 6Q (1996.780000 sec): 3 clusters
  Score: Raw -64291.928165 + Penalty 3065.288260 = -61226.639904
  nChanged 3
		SP:Iteration 7Q (1996.780000 sec): 3 clusters
  Score: Raw -64302.747106 + Penalty 3065.288260 = -61237.458846
  nChanged 2
		SP:Iteration 8Q (1996.780000 sec): 3 clusters
  Score: Raw -64309.881987 + Penalty 3065.288260 = -61244.593727
  nChanged 4
		SP:Iteration 9Q (1996.780000 sec): 3 clusters
  Score: Raw -64338.553094 + Penalty 3065.288260 = -61273.264834
  nChanged 8
		SP:Iteration 10Q (1996.790000 sec): 3 clusters
  Score: Raw -64408.319936 + Penalty 3065.288260 = -61343.031676
  nChanged 2
		SP:Iteration 11Q (1996.790000 sec): 3 clusters
  Score: Raw -64419.302612 + Penalty 3065.288260 = -61354.014351
  nChanged 2
		SP:Iteration 12Q (1996.790000 sec): 3 clusters
  Score: Raw -64422.886808 + Penalty 3065.288260 = -61357.598547
  nChanged 0
		SP:Iteration 13F (1996.790000 sec): 3 clusters
  Score: Raw -64422.886808 + Penalty 3065.288260 = -61357.598547
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (7418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1996.820000 sec): 2 clusters
  Score: Raw -1064373.088989 + Penalty 2210.092860 = -1062162.996129
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1996.850000 sec): 3 clusters
  Score: Raw -1060498.563107 + Penalty 4420.185720 = -1056078.377387
  nChanged 2927
		SP:Iteration 1F (1996.880000 sec): 3 clusters
  Score: Raw -1062056.839149 + Penalty 4420.185720 = -1057636.653429
  nChanged 512
		SP:Iteration 2F (1996.910000 sec): 3 clusters
  Score: Raw -1062315.586179 + Penalty 4420.185720 = -1057895.400459
  nChanged 384
		SP:Iteration 3F (1996.940000 sec): 3 clusters
  Score: Raw -1062512.323579 + Penalty 4420.185720 = -1058092.137859
  nChanged 321
		SP:Iteration 4Q (1996.970000 sec): 3 clusters
  Score: Raw -1062662.798443 + Penalty 4420.185720 = -1058242.612723
  nChanged 289
		SP:Iteration 5Q (1997.000000 sec): 3 clusters
  Score: Raw -1062797.908577 + Penalty 4420.185720 = -1058377.722857
  nChanged 242
		SP:Iteration 6Q (1997.030000 sec): 3 clusters
  Score: Raw -1062908.235224 + Penalty 4420.185720 = -1058488.049504
  nChanged 211
		SP:Iteration 7Q (1997.060000 sec): 3 clusters
  Score: Raw -1062998.081495 + Penalty 4420.185720 = -1058577.895775
  nChanged 180
		SP:Iteration 8Q (1997.090000 sec): 3 clusters
  Score: Raw -1063074.628942 + Penalty 4420.185720 = -1058654.443223
  nChanged 180
		SP:Iteration 9Q (1997.120000 sec): 3 clusters
  Score: Raw -1063154.080215 + Penalty 4420.185720 = -1058733.894495
  nChanged 173
		SP:Iteration 10Q (1997.150000 sec): 3 clusters
  Score: Raw -1063227.153452 + Penalty 4420.185720 = -1058806.967732
  nChanged 180
		SP:Iteration 11Q (1997.180000 sec): 3 clusters
  Score: Raw -1063316.540616 + Penalty 4420.185720 = -1058896.354896
  nChanged 229
		SP:Iteration 12Q (1997.210000 sec): 3 clusters
  Score: Raw -1063457.465658 + Penalty 4420.185720 = -1059037.279938
  nChanged 242
		SP:Iteration 13Q (1997.240000 sec): 3 clusters
  Score: Raw -1063598.855478 + Penalty 4420.185720 = -1059178.669758
  nChanged 249
		SP:Iteration 14Q (1997.270000 sec): 3 clusters
  Score: Raw -1063752.200291 + Penalty 4420.185720 = -1059332.014571
  nChanged 237
		SP:Iteration 15Q (1997.300000 sec): 3 clusters
  Score: Raw -1063907.577752 + Penalty 4420.185720 = -1059487.392032
  nChanged 212
		SP:Iteration 16Q (1997.320000 sec): 3 clusters
  Score: Raw -1064046.691606 + Penalty 4420.185720 = -1059626.505886
  nChanged 193
		SP:Iteration 17Q (1997.360000 sec): 3 clusters
  Score: Raw -1064175.532479 + Penalty 4420.185720 = -1059755.346759
  nChanged 174
		SP:Iteration 18Q (1997.380000 sec): 3 clusters
  Score: Raw -1064289.211307 + Penalty 4420.185720 = -1059869.025587
  nChanged 167
		SP:Iteration 19Q (1997.420000 sec): 3 clusters
  Score: Raw -1064396.425793 + Penalty 4420.185720 = -1059976.240073
  nChanged 145
		SP:Iteration 20F (1997.440000 sec): 3 clusters
  Score: Raw -1064485.607442 + Penalty 4420.185720 = -1060065.421722
  nChanged 143
		SP:Iteration 21Q (1997.470000 sec): 3 clusters
  Score: Raw -1064562.311198 + Penalty 4420.185720 = -1060142.125478
  nChanged 117
		SP:Iteration 22Q (1997.500000 sec): 3 clusters
  Score: Raw -1064615.670689 + Penalty 4420.185720 = -1060195.484969
  nChanged 82
		SP:Iteration 23Q (1997.530000 sec): 3 clusters
  Score: Raw -1064648.537596 + Penalty 4420.185720 = -1060228.351876
  nChanged 69
		SP:Iteration 24Q (1997.560000 sec): 3 clusters
  Score: Raw -1064673.830556 + Penalty 4420.185720 = -1060253.644836
  nChanged 53
		SP:Iteration 25Q (1997.580000 sec): 3 clusters
  Score: Raw -1064692.360823 + Penalty 4420.185720 = -1060272.175103
  nChanged 37
		SP:Iteration 26Q (1997.610000 sec): 3 clusters
  Score: Raw -1064706.376679 + Penalty 4420.185720 = -1060286.190959
  nChanged 33
		SP:Iteration 27Q (1997.640000 sec): 3 clusters
  Score: Raw -1064716.041436 + Penalty 4420.185720 = -1060295.855716
  nChanged 24
		SP:Iteration 28Q (1997.660000 sec): 3 clusters
  Score: Raw -1064722.634955 + Penalty 4420.185720 = -1060302.449235
  nChanged 21
		SP:Iteration 29Q (1997.690000 sec): 3 clusters
  Score: Raw -1064727.739924 + Penalty 4420.185720 = -1060307.554204
  nChanged 11
		SP:Iteration 30Q (1997.720000 sec): 3 clusters
  Score: Raw -1064729.466567 + Penalty 4420.185720 = -1060309.280847
  nChanged 10
		SP:Iteration 31Q (1997.740000 sec): 3 clusters
  Score: Raw -1064731.280864 + Penalty 4420.185720 = -1060311.095144
  nChanged 4
		SP:Iteration 32Q (1997.770000 sec): 3 clusters
  Score: Raw -1064731.921003 + Penalty 4420.185720 = -1060311.735283
  nChanged 3
		SP:Iteration 33Q (1997.800000 sec): 3 clusters
  Score: Raw -1064732.536577 + Penalty 4420.185720 = -1060312.350857
  nChanged 4
		SP:Iteration 34Q (1997.820000 sec): 3 clusters
  Score: Raw -1064733.339951 + Penalty 4420.185720 = -1060313.154231
  nChanged 5
		SP:Iteration 35Q (1997.850000 sec): 3 clusters
  Score: Raw -1064734.241469 + Penalty 4420.185720 = -1060314.055749
  nChanged 8
		SP:Iteration 36Q (1997.880000 sec): 3 clusters
  Score: Raw -1064735.896437 + Penalty 4420.185720 = -1060315.710717
  nChanged 2
		SP:Iteration 37Q (1997.910000 sec): 3 clusters
  Score: Raw -1064736.257178 + Penalty 4420.185720 = -1060316.071458
  nChanged 1
		SP:Iteration 38Q (1997.930000 sec): 3 clusters
  Score: Raw -1064736.415549 + Penalty 4420.185720 = -1060316.229829
  nChanged 2
		SP:Iteration 39Q (1997.960000 sec): 3 clusters
  Score: Raw -1064736.746473 + Penalty 4420.185720 = -1060316.560753
  nChanged 3
		SP:Iteration 40F (1997.990000 sec): 3 clusters
  Score: Raw -1064737.632759 + Penalty 4420.185720 = -1060317.447039
  nChanged 2
		SP:Iteration 41Q (1998.020000 sec): 3 clusters
  Score: Raw -1064738.336293 + Penalty 4420.185720 = -1060318.150573
  nChanged 2
		SP:Iteration 42Q (1998.040000 sec): 3 clusters
  Score: Raw -1064738.582566 + Penalty 4420.185720 = -1060318.396846
  nChanged 2
		SP:Iteration 43Q (1998.070000 sec): 3 clusters
  Score: Raw -1064739.021797 + Penalty 4420.185720 = -1060318.836077
  nChanged 3
		SP:Iteration 44Q (1998.100000 sec): 3 clusters
  Score: Raw -1064739.685437 + Penalty 4420.185720 = -1060319.499717
  nChanged 2
		SP:Iteration 45Q (1998.120000 sec): 3 clusters
  Score: Raw -1064740.254988 + Penalty 4420.185720 = -1060320.069268
  nChanged 1
		SP:Iteration 46Q (1998.150000 sec): 3 clusters
  Score: Raw -1064740.351446 + Penalty 4420.185720 = -1060320.165726
  nChanged 2
		SP:Iteration 47Q (1998.180000 sec): 3 clusters
  Score: Raw -1064740.649621 + Penalty 4420.185720 = -1060320.463901
  nChanged 0
		SP:Iteration 48F (1998.200000 sec): 3 clusters
  Score: Raw -1064740.649621 + Penalty 4420.185720 = -1060320.463901
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1998.210000 sec): 2 clusters
  Score: Raw -44434.578259 + Penalty 1441.904372 = -42992.673887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1998.210000 sec): 3 clusters
  Score: Raw -44591.006584 + Penalty 2883.808744 = -41707.197840
  nChanged 54
		SP:Iteration 1F (1998.220000 sec): 3 clusters
  Score: Raw -44814.961638 + Penalty 2883.808744 = -41931.152894
  nChanged 20
		SP:Iteration 2F (1998.220000 sec): 3 clusters
  Score: Raw -44951.940453 + Penalty 2883.808744 = -42068.131709
  nChanged 13
		SP:Iteration 3Q (1998.220000 sec): 3 clusters
  Score: Raw -45071.722015 + Penalty 2883.808744 = -42187.913271
  nChanged 13
		SP:Iteration 4Q (1998.220000 sec): 3 clusters
  Score: Raw -45219.794848 + Penalty 2883.808744 = -42335.986104
  nChanged 6
		SP:Iteration 5Q (1998.220000 sec): 3 clusters
  Score: Raw -45270.537284 + Penalty 2883.808744 = -42386.728540
  nChanged 7
		SP:Iteration 6Q (1998.220000 sec): 3 clusters
  Score: Raw -45341.812424 + Penalty 2883.808744 = -42458.003680
  nChanged 7
		SP:Iteration 7Q (1998.220000 sec): 3 clusters
  Score: Raw -45499.165322 + Penalty 2883.808744 = -42615.356578
  nChanged 7
		SP:Iteration 8Q (1998.220000 sec): 3 clusters
  Score: Raw -45567.450755 + Penalty 2883.808744 = -42683.642011
  nChanged 2
		SP:Iteration 9Q (1998.220000 sec): 3 clusters
  Score: Raw -45585.912608 + Penalty 2883.808744 = -42702.103864
  nChanged 4
		SP:Iteration 10Q (1998.220000 sec): 3 clusters
  Score: Raw -45718.334339 + Penalty 2883.808744 = -42834.525595
  nChanged 2
		SP:Iteration 11Q (1998.230000 sec): 3 clusters
  Score: Raw -45803.403452 + Penalty 2883.808744 = -42919.594708
  nChanged 1
		SP:Iteration 12Q (1998.230000 sec): 3 clusters
  Score: Raw -45808.698212 + Penalty 2883.808744 = -42924.889469
  nChanged 0
		SP:Iteration 13F (1998.230000 sec): 3 clusters
  Score: Raw -45808.698212 + Penalty 2883.808744 = -42924.889469
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1998.240000 sec): 2 clusters
  Score: Raw -280744.306061 + Penalty 1887.491492 = -278856.814569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1998.240000 sec): 3 clusters
  Score: Raw -280112.897492 + Penalty 3774.982984 = -276337.914508
  nChanged 699
		SP:Iteration 1F (1998.250000 sec): 3 clusters
  Score: Raw -280980.869194 + Penalty 3774.982984 = -277205.886210
  nChanged 261
		SP:Iteration 2F (1998.260000 sec): 3 clusters
  Score: Raw -281398.776364 + Penalty 3774.982984 = -277623.793380
  nChanged 179
		SP:Iteration 3F (1998.270000 sec): 3 clusters
  Score: Raw -281676.538555 + Penalty 3774.982984 = -277901.555571
  nChanged 129
		SP:Iteration 4F (1998.280000 sec): 3 clusters
  Score: Raw -281910.697782 + Penalty 3774.982984 = -278135.714798
  nChanged 94
		SP:Iteration 5Q (1998.280000 sec): 3 clusters
  Score: Raw -282159.394248 + Penalty 3774.982984 = -278384.411264
  nChanged 77
		SP:Iteration 6Q (1998.290000 sec): 3 clusters
  Score: Raw -282356.184432 + Penalty 3774.982984 = -278581.201448
  nChanged 57
		SP:Iteration 7Q (1998.300000 sec): 3 clusters
  Score: Raw -282473.084117 + Penalty 3774.982984 = -278698.101133
  nChanged 36
		SP:Iteration 8Q (1998.310000 sec): 3 clusters
  Score: Raw -282513.930518 + Penalty 3774.982984 = -278738.947534
  nChanged 17
		SP:Iteration 9Q (1998.320000 sec): 3 clusters
  Score: Raw -282534.017632 + Penalty 3774.982984 = -278759.034648
  nChanged 7
		SP:Iteration 10Q (1998.320000 sec): 3 clusters
  Score: Raw -282543.099768 + Penalty 3774.982984 = -278768.116784
  nChanged 1
		SP:Iteration 11Q (1998.330000 sec): 3 clusters
  Score: Raw -282543.437020 + Penalty 3774.982984 = -278768.454036
  nChanged 0
		SP:Iteration 12F (1998.340000 sec): 3 clusters
  Score: Raw -282543.437020 + Penalty 3774.982984 = -278768.454036
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (20609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1998.420000 sec): 2 clusters
  Score: Raw -2892756.496196 + Penalty 2463.503822 = -2890292.992374
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1998.500000 sec): 3 clusters
  Score: Raw -2880775.191641 + Penalty 4927.007644 = -2875848.183997
  nChanged 9077
		SP:Iteration 1F (1998.580000 sec): 3 clusters
  Score: Raw -2885895.824823 + Penalty 4927.007644 = -2880968.817179
  nChanged 1145
		SP:Iteration 2F (1998.670000 sec): 3 clusters
  Score: Raw -2886394.461819 + Penalty 4927.007644 = -2881467.454175
  nChanged 1019
		SP:Iteration 3Q (1998.750000 sec): 3 clusters
  Score: Raw -2886827.653948 + Penalty 4927.007644 = -2881900.646304
  nChanged 928
		SP:Iteration 4Q (1998.840000 sec): 3 clusters
  Score: Raw -2887222.112589 + Penalty 4927.007644 = -2882295.104945
  nChanged 916
		SP:Iteration 5Q (1998.920000 sec): 3 clusters
  Score: Raw -2887640.742239 + Penalty 4927.007644 = -2882713.734595
  nChanged 929
		SP:Iteration 6Q (1999.010000 sec): 3 clusters
  Score: Raw -2888098.523381 + Penalty 4927.007644 = -2883171.515737
  nChanged 948
		SP:Iteration 7Q (1999.090000 sec): 3 clusters
  Score: Raw -2888578.161791 + Penalty 4927.007644 = -2883651.154148
  nChanged 939
		SP:Iteration 8Q (1999.180000 sec): 3 clusters
  Score: Raw -2889080.930773 + Penalty 4927.007644 = -2884153.923129
  nChanged 944
		SP:Iteration 9Q (1999.260000 sec): 3 clusters
  Score: Raw -2889624.904768 + Penalty 4927.007644 = -2884697.897124
  nChanged 865
		SP:Iteration 10Q (1999.350000 sec): 3 clusters
  Score: Raw -2890189.625773 + Penalty 4927.007644 = -2885262.618130
  nChanged 804
		SP:Iteration 11Q (1999.430000 sec): 3 clusters
  Score: Raw -2890889.907447 + Penalty 4927.007644 = -2885962.899804
  nChanged 762
		SP:Iteration 12Q (1999.520000 sec): 3 clusters
  Score: Raw -2891632.310465 + Penalty 4927.007644 = -2886705.302821
  nChanged 654
		SP:Iteration 13Q (1999.600000 sec): 3 clusters
  Score: Raw -2892224.344159 + Penalty 4927.007644 = -2887297.336516
  nChanged 540
		SP:Iteration 14Q (1999.680000 sec): 3 clusters
  Score: Raw -2892577.464525 + Penalty 4927.007644 = -2887650.456881
  nChanged 387
		SP:Iteration 15Q (1999.760000 sec): 3 clusters
  Score: Raw -2892794.860663 + Penalty 4927.007644 = -2887867.853020
  nChanged 312
		SP:Iteration 16Q (1999.830000 sec): 3 clusters
  Score: Raw -2892936.005119 + Penalty 4927.007644 = -2888008.997476
  nChanged 215
		SP:Iteration 17Q (1999.900000 sec): 3 clusters
  Score: Raw -2893017.677920 + Penalty 4927.007644 = -2888090.670276
  nChanged 168
		SP:Iteration 18Q (1999.980000 sec): 3 clusters
  Score: Raw -2893072.753757 + Penalty 4927.007644 = -2888145.746113
  nChanged 129
		SP:Iteration 19Q (2000.050000 sec): 3 clusters
  Score: Raw -2893108.637474 + Penalty 4927.007644 = -2888181.629830
  nChanged 90
		SP:Iteration 20F (2000.130000 sec): 3 clusters
  Score: Raw -2893133.616876 + Penalty 4927.007644 = -2888206.609232
  nChanged 97
		SP:Iteration 21Q (2000.200000 sec): 3 clusters
  Score: Raw -2893156.152147 + Penalty 4927.007644 = -2888229.144503
  nChanged 68
		SP:Iteration 22Q (2000.270000 sec): 3 clusters
  Score: Raw -2893170.233178 + Penalty 4927.007644 = -2888243.225535
  nChanged 66
		SP:Iteration 23Q (2000.340000 sec): 3 clusters
  Score: Raw -2893184.791436 + Penalty 4927.007644 = -2888257.783792
  nChanged 58
		SP:Iteration 24Q (2000.420000 sec): 3 clusters
  Score: Raw -2893196.286492 + Penalty 4927.007644 = -2888269.278848
  nChanged 50
		SP:Iteration 25Q (2000.490000 sec): 3 clusters
  Score: Raw -2893204.217241 + Penalty 4927.007644 = -2888277.209598
  nChanged 25
		SP:Iteration 26Q (2000.560000 sec): 3 clusters
  Score: Raw -2893207.220101 + Penalty 4927.007644 = -2888280.212457
  nChanged 16
		SP:Iteration 27Q (2000.630000 sec): 3 clusters
  Score: Raw -2893209.336548 + Penalty 4927.007644 = -2888282.328905
  nChanged 13
		SP:Iteration 28Q (2000.700000 sec): 3 clusters
  Score: Raw -2893210.990128 + Penalty 4927.007644 = -2888283.982484
  nChanged 14
		SP:Iteration 29Q (2000.770000 sec): 3 clusters
  Score: Raw -2893212.502610 + Penalty 4927.007644 = -2888285.494967
  nChanged 9
		SP:Iteration 30Q (2000.840000 sec): 3 clusters
  Score: Raw -2893213.617271 + Penalty 4927.007644 = -2888286.609627
  nChanged 10
		SP:Iteration 31Q (2000.910000 sec): 3 clusters
  Score: Raw -2893214.754834 + Penalty 4927.007644 = -2888287.747190
  nChanged 6
		SP:Iteration 32Q (2000.980000 sec): 3 clusters
  Score: Raw -2893215.318923 + Penalty 4927.007644 = -2888288.311280
  nChanged 10
		SP:Iteration 33Q (2001.050000 sec): 3 clusters
  Score: Raw -2893216.728161 + Penalty 4927.007644 = -2888289.720518
  nChanged 7
		SP:Iteration 34Q (2001.120000 sec): 3 clusters
  Score: Raw -2893217.567029 + Penalty 4927.007644 = -2888290.559385
  nChanged 8
		SP:Iteration 35Q (2001.190000 sec): 3 clusters
  Score: Raw -2893218.778027 + Penalty 4927.007644 = -2888291.770384
  nChanged 8
		SP:Iteration 36Q (2001.260000 sec): 3 clusters
  Score: Raw -2893219.761094 + Penalty 4927.007644 = -2888292.753450
  nChanged 5
		SP:Iteration 37Q (2001.330000 sec): 3 clusters
  Score: Raw -2893220.315995 + Penalty 4927.007644 = -2888293.308351
  nChanged 7
		SP:Iteration 38Q (2001.400000 sec): 3 clusters
  Score: Raw -2893221.217140 + Penalty 4927.007644 = -2888294.209496
  nChanged 7
		SP:Iteration 39Q (2001.470000 sec): 3 clusters
  Score: Raw -2893222.226703 + Penalty 4927.007644 = -2888295.219059
  nChanged 11
		SP:Iteration 40F (2001.550000 sec): 3 clusters
  Score: Raw -2893223.288068 + Penalty 4927.007644 = -2888296.280424
  nChanged 8
		SP:Iteration 41Q (2001.620000 sec): 3 clusters
  Score: Raw -2893224.495817 + Penalty 4927.007644 = -2888297.488174
  nChanged 9
		SP:Iteration 42Q (2001.690000 sec): 3 clusters
  Score: Raw -2893226.201089 + Penalty 4927.007644 = -2888299.193446
  nChanged 11
		SP:Iteration 43Q (2001.760000 sec): 3 clusters
  Score: Raw -2893227.518603 + Penalty 4927.007644 = -2888300.510959
  nChanged 13
		SP:Iteration 44Q (2001.830000 sec): 3 clusters
  Score: Raw -2893228.874823 + Penalty 4927.007644 = -2888301.867180
  nChanged 7
		SP:Iteration 45Q (2001.900000 sec): 3 clusters
  Score: Raw -2893229.588307 + Penalty 4927.007644 = -2888302.580664
  nChanged 9
		SP:Iteration 46Q (2001.970000 sec): 3 clusters
  Score: Raw -2893230.657190 + Penalty 4927.007644 = -2888303.649546
  nChanged 7
		SP:Iteration 47Q (2002.040000 sec): 3 clusters
  Score: Raw -2893231.351117 + Penalty 4927.007644 = -2888304.343473
  nChanged 2
		SP:Iteration 48Q (2002.110000 sec): 3 clusters
  Score: Raw -2893231.477405 + Penalty 4927.007644 = -2888304.469761
  nChanged 2
		SP:Iteration 49Q (2002.180000 sec): 3 clusters
  Score: Raw -2893231.723631 + Penalty 4927.007644 = -2888304.715987
  nChanged 4
		SP:Iteration 50Q (2002.250000 sec): 3 clusters
  Score: Raw -2893232.603599 + Penalty 4927.007644 = -2888305.595956
  nChanged 7
		SP:Iteration 51Q (2002.320000 sec): 3 clusters
  Score: Raw -2893233.338520 + Penalty 4927.007644 = -2888306.330876
  nChanged 8
		SP:Iteration 52Q (2002.390000 sec): 3 clusters
  Score: Raw -2893234.332365 + Penalty 4927.007644 = -2888307.324721
  nChanged 6
		SP:Iteration 53Q (2002.460000 sec): 3 clusters
  Score: Raw -2893235.163330 + Penalty 4927.007644 = -2888308.155687
  nChanged 4
		SP:Iteration 54Q (2002.530000 sec): 3 clusters
  Score: Raw -2893235.404502 + Penalty 4927.007644 = -2888308.396858
  nChanged 2
		SP:Iteration 55Q (2002.600000 sec): 3 clusters
  Score: Raw -2893235.671173 + Penalty 4927.007644 = -2888308.663530
  nChanged 2
		SP:Iteration 56Q (2002.660000 sec): 3 clusters
  Score: Raw -2893235.794846 + Penalty 4927.007644 = -2888308.787202
  nChanged 1
		SP:Iteration 57Q (2002.730000 sec): 3 clusters
  Score: Raw -2893235.864472 + Penalty 4927.007644 = -2888308.856829
  nChanged 0
		SP:Iteration 58F (2002.820000 sec): 3 clusters
  Score: Raw -2893235.864472 + Penalty 4927.007644 = -2888308.856829
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (42763 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2002.970000 sec): 2 clusters
  Score: Raw -6598290.017478 + Penalty 2644.530273 = -6595645.487205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2003.150000 sec): 3 clusters
  Score: Raw -6571944.341942 + Penalty 5289.060547 = -6566655.281395
  nChanged 19675
		SP:Iteration 1F (2003.320000 sec): 3 clusters
  Score: Raw -6582700.926892 + Penalty 5289.060547 = -6577411.866346
  nChanged 1778
		SP:Iteration 2Q (2003.500000 sec): 3 clusters
  Score: Raw -6583205.305794 + Penalty 5289.060547 = -6577916.245247
  nChanged 1659
		SP:Iteration 3Q (2003.680000 sec): 3 clusters
  Score: Raw -6583679.914402 + Penalty 5289.060547 = -6578390.853855
  nChanged 1579
		SP:Iteration 4Q (2003.860000 sec): 3 clusters
  Score: Raw -6584157.551412 + Penalty 5289.060547 = -6578868.490865
  nChanged 1565
		SP:Iteration 5Q (2004.030000 sec): 3 clusters
  Score: Raw -6584673.784492 + Penalty 5289.060547 = -6579384.723945
  nChanged 1566
		SP:Iteration 6Q (2004.210000 sec): 3 clusters
  Score: Raw -6585233.954647 + Penalty 5289.060547 = -6579944.894101
  nChanged 1607
		SP:Iteration 7Q (2004.390000 sec): 3 clusters
  Score: Raw -6585895.471531 + Penalty 5289.060547 = -6580606.410984
  nChanged 1714
		SP:Iteration 8Q (2004.560000 sec): 3 clusters
  Score: Raw -6586764.909896 + Penalty 5289.060547 = -6581475.849349
  nChanged 1908
		SP:Iteration 9Q (2004.740000 sec): 3 clusters
  Score: Raw -6587839.950793 + Penalty 5289.060547 = -6582550.890246
  nChanged 1998
		SP:Iteration 10Q (2004.920000 sec): 3 clusters
  Score: Raw -6589103.194131 + Penalty 5289.060547 = -6583814.133585
  nChanged 2060
		SP:Iteration 11Q (2005.090000 sec): 3 clusters
  Score: Raw -6590388.947115 + Penalty 5289.060547 = -6585099.886568
  nChanged 1933
		SP:Iteration 12Q (2005.270000 sec): 3 clusters
  Score: Raw -6591483.720005 + Penalty 5289.060547 = -6586194.659458
  nChanged 1717
		SP:Iteration 13Q (2005.440000 sec): 3 clusters
  Score: Raw -6592350.088838 + Penalty 5289.060547 = -6587061.028292
  nChanged 1462
		SP:Iteration 14Q (2005.610000 sec): 3 clusters
  Score: Raw -6593019.056397 + Penalty 5289.060547 = -6587729.995850
  nChanged 1303
		SP:Iteration 15Q (2005.780000 sec): 3 clusters
  Score: Raw -6593603.180668 + Penalty 5289.060547 = -6588314.120121
  nChanged 1266
		SP:Iteration 16Q (2005.940000 sec): 3 clusters
  Score: Raw -6594200.292825 + Penalty 5289.060547 = -6588911.232278
  nChanged 1224
		SP:Iteration 17Q (2006.100000 sec): 3 clusters
  Score: Raw -6594804.239951 + Penalty 5289.060547 = -6589515.179404
  nChanged 1211
		SP:Iteration 18Q (2006.260000 sec): 3 clusters
  Score: Raw -6595428.809880 + Penalty 5289.060547 = -6590139.749333
  nChanged 1137
		SP:Iteration 19Q (2006.420000 sec): 3 clusters
  Score: Raw -6596024.155592 + Penalty 5289.060547 = -6590735.095045
  nChanged 984
		SP:Iteration 20F (2006.590000 sec): 3 clusters
  Score: Raw -6596559.834855 + Penalty 5289.060547 = -6591270.774309
  nChanged 856
		SP:Iteration 21Q (2006.740000 sec): 3 clusters
  Score: Raw -6597044.746906 + Penalty 5289.060547 = -6591755.686359
  nChanged 758
		SP:Iteration 22Q (2006.880000 sec): 3 clusters
  Score: Raw -6597494.822111 + Penalty 5289.060547 = -6592205.761565
  nChanged 580
		SP:Iteration 23Q (2007.020000 sec): 3 clusters
  Score: Raw -6597855.935873 + Penalty 5289.060547 = -6592566.875326
  nChanged 446
		SP:Iteration 24Q (2007.160000 sec): 3 clusters
  Score: Raw -6598137.911724 + Penalty 5289.060547 = -6592848.851177
  nChanged 325
		SP:Iteration 25Q (2007.290000 sec): 3 clusters
  Score: Raw -6598335.725464 + Penalty 5289.060547 = -6593046.664918
  nChanged 240
		SP:Iteration 26Q (2007.420000 sec): 3 clusters
  Score: Raw -6598479.092879 + Penalty 5289.060547 = -6593190.032332
  nChanged 179
		SP:Iteration 27Q (2007.560000 sec): 3 clusters
  Score: Raw -6598584.925115 + Penalty 5289.060547 = -6593295.864568
  nChanged 135
		SP:Iteration 28Q (2007.690000 sec): 3 clusters
  Score: Raw -6598668.711340 + Penalty 5289.060547 = -6593379.650794
  nChanged 104
		SP:Iteration 29Q (2007.820000 sec): 3 clusters
  Score: Raw -6598736.604353 + Penalty 5289.060547 = -6593447.543806
  nChanged 90
		SP:Iteration 30Q (2007.940000 sec): 3 clusters
  Score: Raw -6598797.228736 + Penalty 5289.060547 = -6593508.168190
  nChanged 81
		SP:Iteration 31Q (2008.070000 sec): 3 clusters
  Score: Raw -6598854.059745 + Penalty 5289.060547 = -6593564.999199
  nChanged 62
		SP:Iteration 32Q (2008.200000 sec): 3 clusters
  Score: Raw -6598897.407892 + Penalty 5289.060547 = -6593608.347345
  nChanged 49
		SP:Iteration 33Q (2008.320000 sec): 3 clusters
  Score: Raw -6598940.769489 + Penalty 5289.060547 = -6593651.708943
  nChanged 50
		SP:Iteration 34Q (2008.450000 sec): 3 clusters
  Score: Raw -6598981.093324 + Penalty 5289.060547 = -6593692.032777
  nChanged 49
		SP:Iteration 35Q (2008.570000 sec): 3 clusters
  Score: Raw -6599024.383962 + Penalty 5289.060547 = -6593735.323415
  nChanged 40
		SP:Iteration 36Q (2008.700000 sec): 3 clusters
  Score: Raw -6599058.185340 + Penalty 5289.060547 = -6593769.124794
  nChanged 40
		SP:Iteration 37Q (2008.820000 sec): 3 clusters
  Score: Raw -6599094.347923 + Penalty 5289.060547 = -6593805.287376
  nChanged 47
		SP:Iteration 38Q (2008.940000 sec): 3 clusters
  Score: Raw -6599137.571489 + Penalty 5289.060547 = -6593848.510942
  nChanged 37
		SP:Iteration 39Q (2009.070000 sec): 3 clusters
  Score: Raw -6599170.357837 + Penalty 5289.060547 = -6593881.297290
  nChanged 30
		SP:Iteration 40F (2009.240000 sec): 3 clusters
  Score: Raw -6599221.137070 + Penalty 5289.060547 = -6593932.076523
  nChanged 39
		SP:Iteration 41Q (2009.360000 sec): 3 clusters
  Score: Raw -6599270.476647 + Penalty 5289.060547 = -6593981.416101
  nChanged 43
		SP:Iteration 42Q (2009.480000 sec): 3 clusters
  Score: Raw -6599321.410146 + Penalty 5289.060547 = -6594032.349599
  nChanged 49
		SP:Iteration 43Q (2009.600000 sec): 3 clusters
  Score: Raw -6599387.779736 + Penalty 5289.060547 = -6594098.719190
  nChanged 41
		SP:Iteration 44Q (2009.730000 sec): 3 clusters
  Score: Raw -6599441.201773 + Penalty 5289.060547 = -6594152.141226
  nChanged 30
		SP:Iteration 45Q (2009.850000 sec): 3 clusters
  Score: Raw -6599483.701686 + Penalty 5289.060547 = -6594194.641139
  nChanged 20
		SP:Iteration 46Q (2009.970000 sec): 3 clusters
  Score: Raw -6599512.056741 + Penalty 5289.060547 = -6594222.996194
  nChanged 25
		SP:Iteration 47Q (2010.090000 sec): 3 clusters
  Score: Raw -6599553.742429 + Penalty 5289.060547 = -6594264.681882
  nChanged 23
		SP:Iteration 48Q (2010.210000 sec): 3 clusters
  Score: Raw -6599582.420395 + Penalty 5289.060547 = -6594293.359848
  nChanged 14
		SP:Iteration 49Q (2010.340000 sec): 3 clusters
  Score: Raw -6599603.197650 + Penalty 5289.060547 = -6594314.137103
  nChanged 11
		SP:Iteration 50Q (2010.460000 sec): 3 clusters
  Score: Raw -6599623.568308 + Penalty 5289.060547 = -6594334.507761
  nChanged 5
		SP:Iteration 51Q (2010.580000 sec): 3 clusters
  Score: Raw -6599630.602803 + Penalty 5289.060547 = -6594341.542256
  nChanged 6
		SP:Iteration 52Q (2010.700000 sec): 3 clusters
  Score: Raw -6599636.834646 + Penalty 5289.060547 = -6594347.774099
  nChanged 3
		SP:Iteration 53Q (2010.820000 sec): 3 clusters
  Score: Raw -6599642.749869 + Penalty 5289.060547 = -6594353.689322
  nChanged 2
		SP:Iteration 54Q (2010.940000 sec): 3 clusters
  Score: Raw -6599645.149825 + Penalty 5289.060547 = -6594356.089278
  nChanged 1
		SP:Iteration 55Q (2011.060000 sec): 3 clusters
  Score: Raw -6599646.273200 + Penalty 5289.060547 = -6594357.212654
  nChanged 0
		SP:Iteration 56F (2011.220000 sec): 3 clusters
  Score: Raw -6599647.313885 + Penalty 5289.060547 = -6594358.253338
  nChanged 1
		SP:Iteration 57Q (2011.340000 sec): 3 clusters
  Score: Raw -6599647.953923 + Penalty 5289.060547 = -6594358.893376
  nChanged 0
		SP:Iteration 58F (2011.520000 sec): 3 clusters
  Score: Raw -6599647.953923 + Penalty 5289.060547 = -6594358.893376
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119965 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2011.940000 sec): 2 clusters
  Score: Raw -17483351.979701 + Penalty 2900.348918 = -17480451.630783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2012.430000 sec): 3 clusters
  Score: Raw -17406003.874056 + Penalty 5800.697835 = -17400203.176221
  nChanged 57081
		SP:Iteration 1F (2012.920000 sec): 3 clusters
  Score: Raw -17439752.677004 + Penalty 5800.697835 = -17433951.979169
  nChanged 5138
		SP:Iteration 2Q (2013.410000 sec): 3 clusters
  Score: Raw -17441643.703377 + Penalty 5800.697835 = -17435843.005542
  nChanged 6120
		SP:Iteration 3F (2013.900000 sec): 3 clusters
  Score: Raw -17444439.826962 + Penalty 5800.697835 = -17438639.129127
  nChanged 7106
		SP:Iteration 4F (2014.380000 sec): 3 clusters
  Score: Raw -17448321.318847 + Penalty 5800.697835 = -17442520.621012
  nChanged 7705
		SP:Iteration 5F (2014.860000 sec): 3 clusters
  Score: Raw -17452802.230789 + Penalty 5800.697835 = -17447001.532954
  nChanged 7565
		SP:Iteration 6F (2015.350000 sec): 3 clusters
  Score: Raw -17457365.547453 + Penalty 5800.697835 = -17451564.849618
  nChanged 6942
		SP:Iteration 7F (2015.840000 sec): 3 clusters
  Score: Raw -17461525.591094 + Penalty 5800.697835 = -17455724.893259
  nChanged 5975
		SP:Iteration 8Q (2016.330000 sec): 3 clusters
  Score: Raw -17465136.644304 + Penalty 5800.697835 = -17459335.946469
  nChanged 5185
		SP:Iteration 9Q (2016.810000 sec): 3 clusters
  Score: Raw -17468466.237553 + Penalty 5800.697835 = -17462665.539718
  nChanged 4505
		SP:Iteration 10Q (2017.300000 sec): 3 clusters
  Score: Raw -17471411.625271 + Penalty 5800.697835 = -17465610.927436
  nChanged 3841
		SP:Iteration 11Q (2017.760000 sec): 3 clusters
  Score: Raw -17474051.836169 + Penalty 5800.697835 = -17468251.138334
  nChanged 3256
		SP:Iteration 12Q (2018.210000 sec): 3 clusters
  Score: Raw -17476378.878276 + Penalty 5800.697835 = -17470578.180441
  nChanged 2569
		SP:Iteration 13Q (2018.640000 sec): 3 clusters
  Score: Raw -17478168.762328 + Penalty 5800.697835 = -17472368.064493
  nChanged 2072
		SP:Iteration 14Q (2019.050000 sec): 3 clusters
  Score: Raw -17479619.006711 + Penalty 5800.697835 = -17473818.308876
  nChanged 1656
		SP:Iteration 15Q (2019.440000 sec): 3 clusters
  Score: Raw -17480770.628086 + Penalty 5800.697835 = -17474969.930251
  nChanged 1302
		SP:Iteration 16Q (2019.820000 sec): 3 clusters
  Score: Raw -17481636.220921 + Penalty 5800.697835 = -17475835.523086
  nChanged 900
		SP:Iteration 17Q (2020.190000 sec): 3 clusters
  Score: Raw -17482226.577703 + Penalty 5800.697835 = -17476425.879868
  nChanged 704
		SP:Iteration 18Q (2020.550000 sec): 3 clusters
  Score: Raw -17482703.025290 + Penalty 5800.697835 = -17476902.327455
  nChanged 463
		SP:Iteration 19Q (2020.910000 sec): 3 clusters
  Score: Raw -17483003.985491 + Penalty 5800.697835 = -17477203.287656
  nChanged 329
		SP:Iteration 20F (2021.390000 sec): 3 clusters
  Score: Raw -17483224.493698 + Penalty 5800.697835 = -17477423.795863
  nChanged 237
		SP:Iteration 21Q (2021.740000 sec): 3 clusters
  Score: Raw -17483361.673579 + Penalty 5800.697835 = -17477560.975744
  nChanged 175
		SP:Iteration 22Q (2022.090000 sec): 3 clusters
  Score: Raw -17483462.246049 + Penalty 5800.697835 = -17477661.548214
  nChanged 134
		SP:Iteration 23Q (2022.430000 sec): 3 clusters
  Score: Raw -17483528.041345 + Penalty 5800.697835 = -17477727.343510
  nChanged 92
		SP:Iteration 24Q (2022.780000 sec): 3 clusters
  Score: Raw -17483570.008544 + Penalty 5800.697835 = -17477769.310709
  nChanged 67
		SP:Iteration 25Q (2023.130000 sec): 3 clusters
  Score: Raw -17483600.363486 + Penalty 5800.697835 = -17477799.665651
  nChanged 43
		SP:Iteration 26Q (2023.470000 sec): 3 clusters
  Score: Raw -17483619.456392 + Penalty 5800.697835 = -17477818.758557
  nChanged 38
		SP:Iteration 27Q (2023.820000 sec): 3 clusters
  Score: Raw -17483635.244602 + Penalty 5800.697835 = -17477834.546767
  nChanged 31
		SP:Iteration 28Q (2024.170000 sec): 3 clusters
  Score: Raw -17483648.166992 + Penalty 5800.697835 = -17477847.469157
  nChanged 20
		SP:Iteration 29Q (2024.510000 sec): 3 clusters
  Score: Raw -17483655.650796 + Penalty 5800.697835 = -17477854.952961
  nChanged 24
		SP:Iteration 30Q (2024.850000 sec): 3 clusters
  Score: Raw -17483665.094208 + Penalty 5800.697835 = -17477864.396373
  nChanged 18
		SP:Iteration 31Q (2025.200000 sec): 3 clusters
  Score: Raw -17483671.743267 + Penalty 5800.697835 = -17477871.045432
  nChanged 16
		SP:Iteration 32Q (2025.540000 sec): 3 clusters
  Score: Raw -17483679.097813 + Penalty 5800.697835 = -17477878.399978
  nChanged 19
		SP:Iteration 33Q (2025.890000 sec): 3 clusters
  Score: Raw -17483687.352037 + Penalty 5800.697835 = -17477886.654202
  nChanged 23
		SP:Iteration 34Q (2026.230000 sec): 3 clusters
  Score: Raw -17483698.331721 + Penalty 5800.697835 = -17477897.633886
  nChanged 23
		SP:Iteration 35Q (2026.570000 sec): 3 clusters
  Score: Raw -17483709.070185 + Penalty 5800.697835 = -17477908.372350
  nChanged 26
		SP:Iteration 36Q (2026.910000 sec): 3 clusters
  Score: Raw -17483721.483228 + Penalty 5800.697835 = -17477920.785393
  nChanged 21
		SP:Iteration 37Q (2027.250000 sec): 3 clusters
  Score: Raw -17483731.065161 + Penalty 5800.697835 = -17477930.367326
  nChanged 16
		SP:Iteration 38Q (2027.600000 sec): 3 clusters
  Score: Raw -17483737.627480 + Penalty 5800.697835 = -17477936.929645
  nChanged 10
		SP:Iteration 39Q (2027.940000 sec): 3 clusters
  Score: Raw -17483741.805756 + Penalty 5800.697835 = -17477941.107921
  nChanged 12
		SP:Iteration 40F (2028.420000 sec): 3 clusters
  Score: Raw -17483747.755574 + Penalty 5800.697835 = -17477947.057739
  nChanged 7
		SP:Iteration 41Q (2028.760000 sec): 3 clusters
  Score: Raw -17483751.318942 + Penalty 5800.697835 = -17477950.621107
  nChanged 6
		SP:Iteration 42Q (2029.110000 sec): 3 clusters
  Score: Raw -17483753.445247 + Penalty 5800.697835 = -17477952.747412
  nChanged 5
		SP:Iteration 43Q (2029.450000 sec): 3 clusters
  Score: Raw -17483755.558888 + Penalty 5800.697835 = -17477954.861053
  nChanged 5
		SP:Iteration 44Q (2029.790000 sec): 3 clusters
  Score: Raw -17483757.752075 + Penalty 5800.697835 = -17477957.054240
  nChanged 3
		SP:Iteration 45Q (2030.140000 sec): 3 clusters
  Score: Raw -17483759.729115 + Penalty 5800.697835 = -17477959.031280
  nChanged 3
		SP:Iteration 46Q (2030.480000 sec): 3 clusters
  Score: Raw -17483760.577013 + Penalty 5800.697835 = -17477959.879178
  nChanged 0
		SP:Iteration 47F (2030.960000 sec): 3 clusters
  Score: Raw -17483760.577013 + Penalty 5800.697835 = -17477959.879178
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11717 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2031.040000 sec): 2 clusters
  Score: Raw -1787233.162472 + Penalty 2323.461422 = -1784909.701049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2031.090000 sec): 3 clusters
  Score: Raw -1780792.892654 + Penalty 4646.922845 = -1776145.969810
  nChanged 4910
		SP:Iteration 1F (2031.130000 sec): 3 clusters
  Score: Raw -1783313.337256 + Penalty 4646.922845 = -1778666.414411
  nChanged 736
		SP:Iteration 2F (2031.180000 sec): 3 clusters
  Score: Raw -1783608.925093 + Penalty 4646.922845 = -1778962.002249
  nChanged 539
		SP:Iteration 3Q (2031.230000 sec): 3 clusters
  Score: Raw -1783822.956275 + Penalty 4646.922845 = -1779176.033431
  nChanged 476
		SP:Iteration 4Q (2031.270000 sec): 3 clusters
  Score: Raw -1783988.298296 + Penalty 4646.922845 = -1779341.375452
  nChanged 348
		SP:Iteration 5Q (2031.320000 sec): 3 clusters
  Score: Raw -1784107.756905 + Penalty 4646.922845 = -1779460.834060
  nChanged 330
		SP:Iteration 6Q (2031.360000 sec): 3 clusters
  Score: Raw -1784218.355761 + Penalty 4646.922845 = -1779571.432916
  nChanged 284
		SP:Iteration 7Q (2031.410000 sec): 3 clusters
  Score: Raw -1784322.962813 + Penalty 4646.922845 = -1779676.039968
  nChanged 301
		SP:Iteration 8Q (2031.460000 sec): 3 clusters
  Score: Raw -1784447.676748 + Penalty 4646.922845 = -1779800.753904
  nChanged 306
		SP:Iteration 9Q (2031.500000 sec): 3 clusters
  Score: Raw -1784580.505902 + Penalty 4646.922845 = -1779933.583058
  nChanged 329
		SP:Iteration 10Q (2031.550000 sec): 3 clusters
  Score: Raw -1784728.233290 + Penalty 4646.922845 = -1780081.310446
  nChanged 353
		SP:Iteration 11Q (2031.600000 sec): 3 clusters
  Score: Raw -1784889.587397 + Penalty 4646.922845 = -1780242.664553
  nChanged 370
		SP:Iteration 12Q (2031.640000 sec): 3 clusters
  Score: Raw -1785062.424630 + Penalty 4646.922845 = -1780415.501785
  nChanged 395
		SP:Iteration 13Q (2031.690000 sec): 3 clusters
  Score: Raw -1785276.671115 + Penalty 4646.922845 = -1780629.748271
  nChanged 424
		SP:Iteration 14Q (2031.740000 sec): 3 clusters
  Score: Raw -1785536.103027 + Penalty 4646.922845 = -1780889.180182
  nChanged 455
		SP:Iteration 15Q (2031.780000 sec): 3 clusters
  Score: Raw -1785818.061134 + Penalty 4646.922845 = -1781171.138290
  nChanged 408
		SP:Iteration 16Q (2031.830000 sec): 3 clusters
  Score: Raw -1786095.940801 + Penalty 4646.922845 = -1781449.017957
  nChanged 405
		SP:Iteration 17Q (2031.870000 sec): 3 clusters
  Score: Raw -1786376.274416 + Penalty 4646.922845 = -1781729.351571
  nChanged 355
		SP:Iteration 18Q (2031.910000 sec): 3 clusters
  Score: Raw -1786641.548204 + Penalty 4646.922845 = -1781994.625360
  nChanged 325
		SP:Iteration 19Q (2031.960000 sec): 3 clusters
  Score: Raw -1786883.917799 + Penalty 4646.922845 = -1782236.994955
  nChanged 227
		SP:Iteration 20F (2032.000000 sec): 3 clusters
  Score: Raw -1787055.049647 + Penalty 4646.922845 = -1782408.126802
  nChanged 173
		SP:Iteration 21Q (2032.040000 sec): 3 clusters
  Score: Raw -1787187.723454 + Penalty 4646.922845 = -1782540.800610
  nChanged 114
		SP:Iteration 22Q (2032.080000 sec): 3 clusters
  Score: Raw -1787277.755265 + Penalty 4646.922845 = -1782630.832420
  nChanged 80
		SP:Iteration 23Q (2032.120000 sec): 3 clusters
  Score: Raw -1787340.416124 + Penalty 4646.922845 = -1782693.493279
  nChanged 58
		SP:Iteration 24Q (2032.160000 sec): 3 clusters
  Score: Raw -1787389.387781 + Penalty 4646.922845 = -1782742.464936
  nChanged 39
		SP:Iteration 25Q (2032.190000 sec): 3 clusters
  Score: Raw -1787419.812025 + Penalty 4646.922845 = -1782772.889181
  nChanged 24
		SP:Iteration 26Q (2032.230000 sec): 3 clusters
  Score: Raw -1787446.589230 + Penalty 4646.922845 = -1782799.666385
  nChanged 28
		SP:Iteration 27Q (2032.260000 sec): 3 clusters
  Score: Raw -1787476.882449 + Penalty 4646.922845 = -1782829.959605
  nChanged 13
		SP:Iteration 28Q (2032.300000 sec): 3 clusters
  Score: Raw -1787490.502570 + Penalty 4646.922845 = -1782843.579725
  nChanged 8
		SP:Iteration 29Q (2032.340000 sec): 3 clusters
  Score: Raw -1787497.718937 + Penalty 4646.922845 = -1782850.796092
  nChanged 8
		SP:Iteration 30Q (2032.370000 sec): 3 clusters
  Score: Raw -1787503.827225 + Penalty 4646.922845 = -1782856.904380
  nChanged 3
		SP:Iteration 31Q (2032.410000 sec): 3 clusters
  Score: Raw -1787506.148396 + Penalty 4646.922845 = -1782859.225551
  nChanged 3
		SP:Iteration 32Q (2032.440000 sec): 3 clusters
  Score: Raw -1787508.726134 + Penalty 4646.922845 = -1782861.803290
  nChanged 1
		SP:Iteration 33Q (2032.480000 sec): 3 clusters
  Score: Raw -1787510.088247 + Penalty 4646.922845 = -1782863.165402
  nChanged 2
		SP:Iteration 34Q (2032.510000 sec): 3 clusters
  Score: Raw -1787512.595610 + Penalty 4646.922845 = -1782865.672766
  nChanged 4
		SP:Iteration 35Q (2032.550000 sec): 3 clusters
  Score: Raw -1787515.844406 + Penalty 4646.922845 = -1782868.921562
  nChanged 1
		SP:Iteration 36Q (2032.580000 sec): 3 clusters
  Score: Raw -1787516.977445 + Penalty 4646.922845 = -1782870.054601
  nChanged 2
		SP:Iteration 37Q (2032.620000 sec): 3 clusters
  Score: Raw -1787519.103401 + Penalty 4646.922845 = -1782872.180557
  nChanged 1
		SP:Iteration 38Q (2032.650000 sec): 3 clusters
  Score: Raw -1787519.875302 + Penalty 4646.922845 = -1782872.952458
  nChanged 2
		SP:Iteration 39Q (2032.690000 sec): 3 clusters
  Score: Raw -1787523.079336 + Penalty 4646.922845 = -1782876.156491
  nChanged 3
		SP:Iteration 40F (2032.740000 sec): 3 clusters
  Score: Raw -1787525.248921 + Penalty 4646.922845 = -1782878.326076
  nChanged 1
		SP:Iteration 41Q (2032.770000 sec): 3 clusters
  Score: Raw -1787526.322186 + Penalty 4646.922845 = -1782879.399341
  nChanged 1
		SP:Iteration 42Q (2032.810000 sec): 3 clusters
  Score: Raw -1787526.765907 + Penalty 4646.922845 = -1782879.843062
  nChanged 0
		SP:Iteration 43F (2032.860000 sec): 3 clusters
  Score: Raw -1787526.765907 + Penalty 4646.922845 = -1782879.843062
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (3729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2032.880000 sec): 2 clusters
  Score: Raw -531615.056039 + Penalty 2039.526054 = -529575.529984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2032.900000 sec): 3 clusters
  Score: Raw -529941.489615 + Penalty 4079.052109 = -525862.437506
  nChanged 1328
		SP:Iteration 1F (2032.910000 sec): 3 clusters
  Score: Raw -530687.548154 + Penalty 4079.052109 = -526608.496046
  nChanged 285
		SP:Iteration 2F (2032.930000 sec): 3 clusters
  Score: Raw -530884.158635 + Penalty 4079.052109 = -526805.106526
  nChanged 207
		SP:Iteration 3F (2032.940000 sec): 3 clusters
  Score: Raw -531027.564536 + Penalty 4079.052109 = -526948.512427
  nChanged 152
		SP:Iteration 4Q (2032.960000 sec): 3 clusters
  Score: Raw -531120.543048 + Penalty 4079.052109 = -527041.490940
  nChanged 106
		SP:Iteration 5Q (2032.970000 sec): 3 clusters
  Score: Raw -531190.619971 + Penalty 4079.052109 = -527111.567862
  nChanged 87
		SP:Iteration 6Q (2032.990000 sec): 3 clusters
  Score: Raw -531244.652871 + Penalty 4079.052109 = -527165.600763
  nChanged 91
		SP:Iteration 7Q (2033.000000 sec): 3 clusters
  Score: Raw -531297.944624 + Penalty 4079.052109 = -527218.892515
  nChanged 87
		SP:Iteration 8Q (2033.020000 sec): 3 clusters
  Score: Raw -531355.880868 + Penalty 4079.052109 = -527276.828759
  nChanged 73
		SP:Iteration 9Q (2033.030000 sec): 3 clusters
  Score: Raw -531398.857992 + Penalty 4079.052109 = -527319.805884
  nChanged 65
		SP:Iteration 10Q (2033.050000 sec): 3 clusters
  Score: Raw -531440.377942 + Penalty 4079.052109 = -527361.325833
  nChanged 74
		SP:Iteration 11Q (2033.060000 sec): 3 clusters
  Score: Raw -531493.614400 + Penalty 4079.052109 = -527414.562292
  nChanged 81
		SP:Iteration 12Q (2033.080000 sec): 3 clusters
  Score: Raw -531550.708526 + Penalty 4079.052109 = -527471.656417
  nChanged 69
		SP:Iteration 13Q (2033.090000 sec): 3 clusters
  Score: Raw -531605.011141 + Penalty 4079.052109 = -527525.959032
  nChanged 73
		SP:Iteration 14Q (2033.100000 sec): 3 clusters
  Score: Raw -531657.398148 + Penalty 4079.052109 = -527578.346040
  nChanged 71
		SP:Iteration 15Q (2033.120000 sec): 3 clusters
  Score: Raw -531717.739116 + Penalty 4079.052109 = -527638.687008
  nChanged 74
		SP:Iteration 16Q (2033.140000 sec): 3 clusters
  Score: Raw -531774.979183 + Penalty 4079.052109 = -527695.927074
  nChanged 81
		SP:Iteration 17Q (2033.140000 sec): 3 clusters
  Score: Raw -531837.210845 + Penalty 4079.052109 = -527758.158736
  nChanged 72
		SP:Iteration 18Q (2033.160000 sec): 3 clusters
  Score: Raw -531894.972907 + Penalty 4079.052109 = -527815.920798
  nChanged 56
		SP:Iteration 19Q (2033.170000 sec): 3 clusters
  Score: Raw -531938.971837 + Penalty 4079.052109 = -527859.919728
  nChanged 52
		SP:Iteration 20F (2033.190000 sec): 3 clusters
  Score: Raw -531977.100563 + Penalty 4079.052109 = -527898.048454
  nChanged 49
		SP:Iteration 21Q (2033.200000 sec): 3 clusters
  Score: Raw -532017.213555 + Penalty 4079.052109 = -527938.161447
  nChanged 45
		SP:Iteration 22Q (2033.220000 sec): 3 clusters
  Score: Raw -532050.207209 + Penalty 4079.052109 = -527971.155101
  nChanged 41
		SP:Iteration 23Q (2033.230000 sec): 3 clusters
  Score: Raw -532081.946331 + Penalty 4079.052109 = -528002.894223
  nChanged 36
		SP:Iteration 24Q (2033.240000 sec): 3 clusters
  Score: Raw -532104.771054 + Penalty 4079.052109 = -528025.718945
  nChanged 28
		SP:Iteration 25Q (2033.260000 sec): 3 clusters
  Score: Raw -532122.332898 + Penalty 4079.052109 = -528043.280790
  nChanged 24
		SP:Iteration 26Q (2033.270000 sec): 3 clusters
  Score: Raw -532138.399190 + Penalty 4079.052109 = -528059.347081
  nChanged 26
		SP:Iteration 27Q (2033.280000 sec): 3 clusters
  Score: Raw -532154.656092 + Penalty 4079.052109 = -528075.603983
  nChanged 22
		SP:Iteration 28Q (2033.300000 sec): 3 clusters
  Score: Raw -532169.642623 + Penalty 4079.052109 = -528090.590515
  nChanged 26
		SP:Iteration 29Q (2033.310000 sec): 3 clusters
  Score: Raw -532184.058925 + Penalty 4079.052109 = -528105.006816
  nChanged 12
		SP:Iteration 30Q (2033.320000 sec): 3 clusters
  Score: Raw -532190.663738 + Penalty 4079.052109 = -528111.611630
  nChanged 7
		SP:Iteration 31Q (2033.340000 sec): 3 clusters
  Score: Raw -532195.212577 + Penalty 4079.052109 = -528116.160468
  nChanged 8
		SP:Iteration 32Q (2033.350000 sec): 3 clusters
  Score: Raw -532199.957621 + Penalty 4079.052109 = -528120.905512
  nChanged 10
		SP:Iteration 33Q (2033.360000 sec): 3 clusters
  Score: Raw -532204.639894 + Penalty 4079.052109 = -528125.587785
  nChanged 6
		SP:Iteration 34Q (2033.380000 sec): 3 clusters
  Score: Raw -532207.107071 + Penalty 4079.052109 = -528128.054962
  nChanged 4
		SP:Iteration 35Q (2033.390000 sec): 3 clusters
  Score: Raw -532209.233718 + Penalty 4079.052109 = -528130.181609
  nChanged 4
		SP:Iteration 36Q (2033.400000 sec): 3 clusters
  Score: Raw -532211.630980 + Penalty 4079.052109 = -528132.578872
  nChanged 5
		SP:Iteration 37Q (2033.420000 sec): 3 clusters
  Score: Raw -532213.342846 + Penalty 4079.052109 = -528134.290737
  nChanged 4
		SP:Iteration 38Q (2033.430000 sec): 3 clusters
  Score: Raw -532215.055661 + Penalty 4079.052109 = -528136.003553
  nChanged 1
		SP:Iteration 39Q (2033.440000 sec): 3 clusters
  Score: Raw -532215.377676 + Penalty 4079.052109 = -528136.325567
  nChanged 0
		SP:Iteration 40F (2033.460000 sec): 3 clusters
  Score: Raw -532215.377676 + Penalty 4079.052109 = -528136.325567
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2033.460000 sec): 2 clusters
  Score: Raw -27600.991144 + Penalty 1356.078915 = -26244.912229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2033.460000 sec): 3 clusters
  Score: Raw -27828.194463 + Penalty 2712.157830 = -25116.036633
  nChanged 33
		SP:Iteration 1F (2033.460000 sec): 3 clusters
  Score: Raw -28061.005293 + Penalty 2712.157830 = -25348.847463
  nChanged 12
		SP:Iteration 2F (2033.460000 sec): 3 clusters
  Score: Raw -28198.372559 + Penalty 2712.157830 = -25486.214729
  nChanged 6
		SP:Iteration 3Q (2033.460000 sec): 3 clusters
  Score: Raw -28229.794493 + Penalty 2712.157830 = -25517.636663
  nChanged 3
		SP:Iteration 4Q (2033.460000 sec): 3 clusters
  Score: Raw -28244.614945 + Penalty 2712.157830 = -25532.457115
  nChanged 3
		SP:Iteration 5Q (2033.470000 sec): 3 clusters
  Score: Raw -28257.834662 + Penalty 2712.157830 = -25545.676832
  nChanged 3
		SP:Iteration 6Q (2033.470000 sec): 3 clusters
  Score: Raw -28271.670912 + Penalty 2712.157830 = -25559.513082
  nChanged 3
		SP:Iteration 7Q (2033.470000 sec): 3 clusters
  Score: Raw -28289.498503 + Penalty 2712.157830 = -25577.340673
  nChanged 3
		SP:Iteration 8Q (2033.470000 sec): 3 clusters
  Score: Raw -28303.753013 + Penalty 2712.157830 = -25591.595183
  nChanged 3
		SP:Iteration 9Q (2033.470000 sec): 3 clusters
  Score: Raw -28329.206151 + Penalty 2712.157830 = -25617.048321
  nChanged 2
		SP:Iteration 10Q (2033.470000 sec): 3 clusters
  Score: Raw -28363.013365 + Penalty 2712.157830 = -25650.855535
  nChanged 1
		SP:Iteration 11Q (2033.470000 sec): 3 clusters
  Score: Raw -28371.539522 + Penalty 2712.157830 = -25659.381692
  nChanged 1
		SP:Iteration 12Q (2033.470000 sec): 3 clusters
  Score: Raw -28381.631143 + Penalty 2712.157830 = -25669.473313
  nChanged 0
		SP:Iteration 13F (2033.470000 sec): 3 clusters
  Score: Raw -28381.631143 + Penalty 2712.157830 = -25669.473313
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (31003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2033.590000 sec): 2 clusters
  Score: Raw -4525680.722365 + Penalty 2564.776135 = -4523115.946230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2033.720000 sec): 3 clusters
  Score: Raw -4507083.215395 + Penalty 5129.552269 = -4501953.663125
  nChanged 13972
		SP:Iteration 1F (2033.840000 sec): 3 clusters
  Score: Raw -4514736.128205 + Penalty 5129.552269 = -4509606.575936
  nChanged 1605
		SP:Iteration 2F (2033.960000 sec): 3 clusters
  Score: Raw -4515526.158520 + Penalty 5129.552269 = -4510396.606251
  nChanged 1842
		SP:Iteration 3F (2034.090000 sec): 3 clusters
  Score: Raw -4516573.898890 + Penalty 5129.552269 = -4511444.346621
  nChanged 2057
		SP:Iteration 4F (2034.220000 sec): 3 clusters
  Score: Raw -4517900.036826 + Penalty 5129.552269 = -4512770.484557
  nChanged 2347
		SP:Iteration 5F (2034.340000 sec): 3 clusters
  Score: Raw -4519554.105221 + Penalty 5129.552269 = -4514424.552951
  nChanged 2391
		SP:Iteration 6F (2034.460000 sec): 3 clusters
  Score: Raw -4521311.030166 + Penalty 5129.552269 = -4516181.477896
  nChanged 2087
		SP:Iteration 7F (2034.590000 sec): 3 clusters
  Score: Raw -4522781.221686 + Penalty 5129.552269 = -4517651.669416
  nChanged 1552
		SP:Iteration 8F (2034.710000 sec): 3 clusters
  Score: Raw -4523832.467613 + Penalty 5129.552269 = -4518702.915343
  nChanged 1015
		SP:Iteration 9Q (2034.840000 sec): 3 clusters
  Score: Raw -4524518.763114 + Penalty 5129.552269 = -4519389.210844
  nChanged 643
		SP:Iteration 10Q (2034.960000 sec): 3 clusters
  Score: Raw -4525069.444111 + Penalty 5129.552269 = -4519939.891842
  nChanged 464
		SP:Iteration 11Q (2035.080000 sec): 3 clusters
  Score: Raw -4525966.430853 + Penalty 5129.552269 = -4520836.878584
  nChanged 296
		SP:Iteration 12Q (2035.200000 sec): 3 clusters
  Score: Raw -4526431.084680 + Penalty 5129.552269 = -4521301.532410
  nChanged 236
		SP:Iteration 13Q (2035.300000 sec): 3 clusters
  Score: Raw -4526520.447202 + Penalty 5129.552269 = -4521390.894933
  nChanged 158
		SP:Iteration 14Q (2035.400000 sec): 3 clusters
  Score: Raw -4526569.523787 + Penalty 5129.552269 = -4521439.971517
  nChanged 130
		SP:Iteration 15Q (2035.500000 sec): 3 clusters
  Score: Raw -4526605.157928 + Penalty 5129.552269 = -4521475.605659
  nChanged 121
		SP:Iteration 16Q (2035.600000 sec): 3 clusters
  Score: Raw -4526637.698323 + Penalty 5129.552269 = -4521508.146054
  nChanged 85
		SP:Iteration 17Q (2035.700000 sec): 3 clusters
  Score: Raw -4526657.941612 + Penalty 5129.552269 = -4521528.389342
  nChanged 69
		SP:Iteration 18Q (2035.800000 sec): 3 clusters
  Score: Raw -4526674.079400 + Penalty 5129.552269 = -4521544.527131
  nChanged 69
		SP:Iteration 19Q (2035.900000 sec): 3 clusters
  Score: Raw -4526689.178578 + Penalty 5129.552269 = -4521559.626309
  nChanged 56
		SP:Iteration 20F (2036.020000 sec): 3 clusters
  Score: Raw -4526702.121446 + Penalty 5129.552269 = -4521572.569176
  nChanged 55
		SP:Iteration 21Q (2036.120000 sec): 3 clusters
  Score: Raw -4526714.089609 + Penalty 5129.552269 = -4521584.537339
  nChanged 43
		SP:Iteration 22Q (2036.210000 sec): 3 clusters
  Score: Raw -4526723.839125 + Penalty 5129.552269 = -4521594.286856
  nChanged 44
		SP:Iteration 23Q (2036.300000 sec): 3 clusters
  Score: Raw -4526732.253787 + Penalty 5129.552269 = -4521602.701517
  nChanged 38
		SP:Iteration 24Q (2036.390000 sec): 3 clusters
  Score: Raw -4526740.748940 + Penalty 5129.552269 = -4521611.196670
  nChanged 35
		SP:Iteration 25Q (2036.480000 sec): 3 clusters
  Score: Raw -4526749.209878 + Penalty 5129.552269 = -4521619.657609
  nChanged 29
		SP:Iteration 26Q (2036.570000 sec): 3 clusters
  Score: Raw -4526755.051510 + Penalty 5129.552269 = -4521625.499241
  nChanged 27
		SP:Iteration 27Q (2036.670000 sec): 3 clusters
  Score: Raw -4526759.756813 + Penalty 5129.552269 = -4521630.204544
  nChanged 23
		SP:Iteration 28Q (2036.760000 sec): 3 clusters
  Score: Raw -4526763.944572 + Penalty 5129.552269 = -4521634.392302
  nChanged 15
		SP:Iteration 29Q (2036.850000 sec): 3 clusters
  Score: Raw -4526767.525212 + Penalty 5129.552269 = -4521637.972943
  nChanged 20
		SP:Iteration 30Q (2036.940000 sec): 3 clusters
  Score: Raw -4526771.593804 + Penalty 5129.552269 = -4521642.041535
  nChanged 19
		SP:Iteration 31Q (2037.030000 sec): 3 clusters
  Score: Raw -4526775.312422 + Penalty 5129.552269 = -4521645.760153
  nChanged 20
		SP:Iteration 32Q (2037.120000 sec): 3 clusters
  Score: Raw -4526778.730215 + Penalty 5129.552269 = -4521649.177945
  nChanged 21
		SP:Iteration 33Q (2037.210000 sec): 3 clusters
  Score: Raw -4526782.613912 + Penalty 5129.552269 = -4521653.061643
  nChanged 19
		SP:Iteration 34Q (2037.300000 sec): 3 clusters
  Score: Raw -4526785.617448 + Penalty 5129.552269 = -4521656.065179
  nChanged 26
		SP:Iteration 35Q (2037.400000 sec): 3 clusters
  Score: Raw -4526790.226828 + Penalty 5129.552269 = -4521660.674559
  nChanged 14
		SP:Iteration 36Q (2037.480000 sec): 3 clusters
  Score: Raw -4526792.936681 + Penalty 5129.552269 = -4521663.384412
  nChanged 14
		SP:Iteration 37Q (2037.570000 sec): 3 clusters
  Score: Raw -4526794.915945 + Penalty 5129.552269 = -4521665.363676
  nChanged 12
		SP:Iteration 38Q (2037.660000 sec): 3 clusters
  Score: Raw -4526796.665577 + Penalty 5129.552269 = -4521667.113307
  nChanged 13
		SP:Iteration 39Q (2037.760000 sec): 3 clusters
  Score: Raw -4526798.850799 + Penalty 5129.552269 = -4521669.298530
  nChanged 14
		SP:Iteration 40F (2037.870000 sec): 3 clusters
  Score: Raw -4526800.621316 + Penalty 5129.552269 = -4521671.069046
  nChanged 11
		SP:Iteration 41Q (2037.960000 sec): 3 clusters
  Score: Raw -4526802.323152 + Penalty 5129.552269 = -4521672.770882
  nChanged 13
		SP:Iteration 42Q (2038.050000 sec): 3 clusters
  Score: Raw -4526804.579139 + Penalty 5129.552269 = -4521675.026870
  nChanged 10
		SP:Iteration 43Q (2038.140000 sec): 3 clusters
  Score: Raw -4526806.199727 + Penalty 5129.552269 = -4521676.647458
  nChanged 10
		SP:Iteration 44Q (2038.230000 sec): 3 clusters
  Score: Raw -4526807.701137 + Penalty 5129.552269 = -4521678.148867
  nChanged 7
		SP:Iteration 45Q (2038.320000 sec): 3 clusters
  Score: Raw -4526809.100222 + Penalty 5129.552269 = -4521679.547952
  nChanged 7
		SP:Iteration 46Q (2038.410000 sec): 3 clusters
  Score: Raw -4526810.043467 + Penalty 5129.552269 = -4521680.491198
  nChanged 4
		SP:Iteration 47Q (2038.500000 sec): 3 clusters
  Score: Raw -4526810.895837 + Penalty 5129.552269 = -4521681.343568
  nChanged 7
		SP:Iteration 48Q (2038.590000 sec): 3 clusters
  Score: Raw -4526811.717204 + Penalty 5129.552269 = -4521682.164935
  nChanged 5
		SP:Iteration 49Q (2038.680000 sec): 3 clusters
  Score: Raw -4526812.439194 + Penalty 5129.552269 = -4521682.886925
  nChanged 4
		SP:Iteration 50Q (2038.770000 sec): 3 clusters
  Score: Raw -4526813.064744 + Penalty 5129.552269 = -4521683.512475
  nChanged 3
		SP:Iteration 51Q (2038.860000 sec): 3 clusters
  Score: Raw -4526813.511493 + Penalty 5129.552269 = -4521683.959224
  nChanged 3
		SP:Iteration 52Q (2038.960000 sec): 3 clusters
  Score: Raw -4526813.877301 + Penalty 5129.552269 = -4521684.325032
  nChanged 2
		SP:Iteration 53Q (2039.040000 sec): 3 clusters
  Score: Raw -4526814.108933 + Penalty 5129.552269 = -4521684.556664
  nChanged 3
		SP:Iteration 54Q (2039.140000 sec): 3 clusters
  Score: Raw -4526814.546440 + Penalty 5129.552269 = -4521684.994170
  nChanged 1
		SP:Iteration 55Q (2039.220000 sec): 3 clusters
  Score: Raw -4526814.656603 + Penalty 5129.552269 = -4521685.104334
  nChanged 1
		SP:Iteration 56Q (2039.320000 sec): 3 clusters
  Score: Raw -4526814.753747 + Penalty 5129.552269 = -4521685.201478
  nChanged 3
		SP:Iteration 57Q (2039.400000 sec): 3 clusters
  Score: Raw -4526815.495363 + Penalty 5129.552269 = -4521685.943093
  nChanged 5
		SP:Iteration 58Q (2039.500000 sec): 3 clusters
  Score: Raw -4526816.340051 + Penalty 5129.552269 = -4521686.787782
  nChanged 3
		SP:Iteration 59Q (2039.580000 sec): 3 clusters
  Score: Raw -4526816.829712 + Penalty 5129.552269 = -4521687.277442
  nChanged 1
		SP:Iteration 60F (2039.700000 sec): 3 clusters
  Score: Raw -4526817.014672 + Penalty 5129.552269 = -4521687.462402
  nChanged 2
		SP:Iteration 61Q (2039.790000 sec): 3 clusters
  Score: Raw -4526817.199387 + Penalty 5129.552269 = -4521687.647118
  nChanged 1
		SP:Iteration 62Q (2039.880000 sec): 3 clusters
  Score: Raw -4526817.339111 + Penalty 5129.552269 = -4521687.786842
  nChanged 1
		SP:Iteration 63Q (2039.970000 sec): 3 clusters
  Score: Raw -4526817.438411 + Penalty 5129.552269 = -4521687.886141
  nChanged 0
		SP:Iteration 64F (2040.080000 sec): 3 clusters
  Score: Raw -4526817.438411 + Penalty 5129.552269 = -4521687.886141
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.100000 sec): 2 clusters
  Score: Raw -59140.792012 + Penalty 1506.115044 = -57634.676968
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.100000 sec): 3 clusters
  Score: Raw -59245.037255 + Penalty 3012.230089 = -56232.807166
  nChanged 80
		SP:Iteration 1F (2040.100000 sec): 3 clusters
  Score: Raw -59479.035120 + Penalty 3012.230089 = -56466.805031
  nChanged 35
		SP:Iteration 2F (2040.110000 sec): 3 clusters
  Score: Raw -59634.040719 + Penalty 3012.230089 = -56621.810631
  nChanged 21
		SP:Iteration 3Q (2040.110000 sec): 3 clusters
  Score: Raw -59764.770914 + Penalty 3012.230089 = -56752.540825
  nChanged 14
		SP:Iteration 4Q (2040.110000 sec): 3 clusters
  Score: Raw -59836.393948 + Penalty 3012.230089 = -56824.163859
  nChanged 14
		SP:Iteration 5Q (2040.110000 sec): 3 clusters
  Score: Raw -59906.657090 + Penalty 3012.230089 = -56894.427001
  nChanged 8
		SP:Iteration 6Q (2040.110000 sec): 3 clusters
  Score: Raw -59951.336199 + Penalty 3012.230089 = -56939.106110
  nChanged 6
		SP:Iteration 7Q (2040.110000 sec): 3 clusters
  Score: Raw -59972.270554 + Penalty 3012.230089 = -56960.040465
  nChanged 9
		SP:Iteration 8Q (2040.120000 sec): 3 clusters
  Score: Raw -60007.646881 + Penalty 3012.230089 = -56995.416792
  nChanged 11
		SP:Iteration 9Q (2040.120000 sec): 3 clusters
  Score: Raw -60077.723555 + Penalty 3012.230089 = -57065.493467
  nChanged 18
		SP:Iteration 10Q (2040.120000 sec): 3 clusters
  Score: Raw -60215.621097 + Penalty 3012.230089 = -57203.391008
  nChanged 14
		SP:Iteration 11Q (2040.120000 sec): 3 clusters
  Score: Raw -60303.391456 + Penalty 3012.230089 = -57291.161367
  nChanged 9
		SP:Iteration 12Q (2040.120000 sec): 3 clusters
  Score: Raw -60378.387823 + Penalty 3012.230089 = -57366.157734
  nChanged 10
		SP:Iteration 13Q (2040.120000 sec): 3 clusters
  Score: Raw -60480.320418 + Penalty 3012.230089 = -57468.090329
  nChanged 3
		SP:Iteration 14Q (2040.120000 sec): 3 clusters
  Score: Raw -60519.523733 + Penalty 3012.230089 = -57507.293644
  nChanged 3
		SP:Iteration 15Q (2040.120000 sec): 3 clusters
  Score: Raw -60583.757959 + Penalty 3012.230089 = -57571.527870
  nChanged 0
		SP:Iteration 16F (2040.120000 sec): 3 clusters
  Score: Raw -60596.369537 + Penalty 3012.230089 = -57584.139449
  nChanged 3
		SP:Iteration 17Q (2040.130000 sec): 3 clusters
  Score: Raw -60608.496696 + Penalty 3012.230089 = -57596.266608
  nChanged 2
		SP:Iteration 18Q (2040.130000 sec): 3 clusters
  Score: Raw -60613.386689 + Penalty 3012.230089 = -57601.156600
  nChanged 1
		SP:Iteration 19Q (2040.130000 sec): 3 clusters
  Score: Raw -60632.172779 + Penalty 3012.230089 = -57619.942690
  nChanged 1
		SP:Iteration 20F (2040.130000 sec): 3 clusters
  Score: Raw -60635.084702 + Penalty 3012.230089 = -57622.854613
  nChanged 1
		SP:Iteration 21Q (2040.130000 sec): 3 clusters
  Score: Raw -60641.141386 + Penalty 3012.230089 = -57628.911297
  nChanged 0
		SP:Iteration 22F (2040.130000 sec): 3 clusters
  Score: Raw -60641.141386 + Penalty 3012.230089 = -57628.911297
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 23 (585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.140000 sec): 2 clusters
  Score: Raw -75637.629266 + Penalty 1580.159738 = -74057.469528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.140000 sec): 3 clusters
  Score: Raw -75670.285935 + Penalty 3160.319476 = -72509.966459
  nChanged 125
		SP:Iteration 1F (2040.140000 sec): 3 clusters
  Score: Raw -76172.214478 + Penalty 3160.319476 = -73011.895002
  nChanged 63
		SP:Iteration 2F (2040.140000 sec): 3 clusters
  Score: Raw -76706.359757 + Penalty 3160.319476 = -73546.040281
  nChanged 73
		SP:Iteration 3F (2040.150000 sec): 3 clusters
  Score: Raw -76955.970995 + Penalty 3160.319476 = -73795.651519
  nChanged 43
		SP:Iteration 4F (2040.150000 sec): 3 clusters
  Score: Raw -77115.002169 + Penalty 3160.319476 = -73954.682693
  nChanged 18
		SP:Iteration 5Q (2040.150000 sec): 3 clusters
  Score: Raw -77195.243165 + Penalty 3160.319476 = -74034.923689
  nChanged 9
		SP:Iteration 6Q (2040.150000 sec): 3 clusters
  Score: Raw -77235.981069 + Penalty 3160.319476 = -74075.661593
  nChanged 9
		SP:Iteration 7Q (2040.150000 sec): 3 clusters
  Score: Raw -77284.431136 + Penalty 3160.319476 = -74124.111660
  nChanged 3
		SP:Iteration 8Q (2040.160000 sec): 3 clusters
  Score: Raw -77300.618532 + Penalty 3160.319476 = -74140.299056
  nChanged 3
		SP:Iteration 9Q (2040.160000 sec): 3 clusters
  Score: Raw -77321.791266 + Penalty 3160.319476 = -74161.471789
  nChanged 2
		SP:Iteration 10Q (2040.160000 sec): 3 clusters
  Score: Raw -77334.078974 + Penalty 3160.319476 = -74173.759497
  nChanged 0
		SP:Iteration 11F (2040.160000 sec): 3 clusters
  Score: Raw -77334.078974 + Penalty 3160.319476 = -74173.759497
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 34.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.170000 sec): 2 clusters
  Score: Raw -253922.887501 + Penalty 1854.445852 = -252068.441648
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.180000 sec): 3 clusters
  Score: Raw -253248.859860 + Penalty 3708.891705 = -249539.968156
  nChanged 559
		SP:Iteration 1F (2040.180000 sec): 3 clusters
  Score: Raw -253696.747198 + Penalty 3708.891705 = -249987.855493
  nChanged 152
		SP:Iteration 2F (2040.190000 sec): 3 clusters
  Score: Raw -253841.545164 + Penalty 3708.891705 = -250132.653460
  nChanged 78
		SP:Iteration 3Q (2040.200000 sec): 3 clusters
  Score: Raw -253913.311798 + Penalty 3708.891705 = -250204.420093
  nChanged 55
		SP:Iteration 4Q (2040.200000 sec): 3 clusters
  Score: Raw -253957.488436 + Penalty 3708.891705 = -250248.596731
  nChanged 40
		SP:Iteration 5Q (2040.210000 sec): 3 clusters
  Score: Raw -253992.029745 + Penalty 3708.891705 = -250283.138040
  nChanged 32
		SP:Iteration 6Q (2040.220000 sec): 3 clusters
  Score: Raw -254019.380765 + Penalty 3708.891705 = -250310.489061
  nChanged 25
		SP:Iteration 7Q (2040.220000 sec): 3 clusters
  Score: Raw -254037.211281 + Penalty 3708.891705 = -250328.319576
  nChanged 21
		SP:Iteration 8Q (2040.230000 sec): 3 clusters
  Score: Raw -254056.494430 + Penalty 3708.891705 = -250347.602725
  nChanged 22
		SP:Iteration 9Q (2040.240000 sec): 3 clusters
  Score: Raw -254070.645402 + Penalty 3708.891705 = -250361.753697
  nChanged 14
		SP:Iteration 10Q (2040.240000 sec): 3 clusters
  Score: Raw -254084.541739 + Penalty 3708.891705 = -250375.650035
  nChanged 14
		SP:Iteration 11Q (2040.250000 sec): 3 clusters
  Score: Raw -254092.789515 + Penalty 3708.891705 = -250383.897810
  nChanged 14
		SP:Iteration 12Q (2040.250000 sec): 3 clusters
  Score: Raw -254101.150836 + Penalty 3708.891705 = -250392.259131
  nChanged 9
		SP:Iteration 13Q (2040.260000 sec): 3 clusters
  Score: Raw -254109.211834 + Penalty 3708.891705 = -250400.320130
  nChanged 8
		SP:Iteration 14Q (2040.260000 sec): 3 clusters
  Score: Raw -254115.957562 + Penalty 3708.891705 = -250407.065858
  nChanged 7
		SP:Iteration 15Q (2040.270000 sec): 3 clusters
  Score: Raw -254121.097734 + Penalty 3708.891705 = -250412.206029
  nChanged 5
		SP:Iteration 16Q (2040.280000 sec): 3 clusters
  Score: Raw -254125.015182 + Penalty 3708.891705 = -250416.123477
  nChanged 4
		SP:Iteration 17Q (2040.280000 sec): 3 clusters
  Score: Raw -254128.635093 + Penalty 3708.891705 = -250419.743388
  nChanged 6
		SP:Iteration 18Q (2040.290000 sec): 3 clusters
  Score: Raw -254131.456491 + Penalty 3708.891705 = -250422.564787
  nChanged 3
		SP:Iteration 19Q (2040.300000 sec): 3 clusters
  Score: Raw -254134.021761 + Penalty 3708.891705 = -250425.130057
  nChanged 2
		SP:Iteration 20F (2040.300000 sec): 3 clusters
  Score: Raw -254136.208460 + Penalty 3708.891705 = -250427.316755
  nChanged 4
		SP:Iteration 21Q (2040.310000 sec): 3 clusters
  Score: Raw -254139.228038 + Penalty 3708.891705 = -250430.336334
  nChanged 2
		SP:Iteration 22Q (2040.320000 sec): 3 clusters
  Score: Raw -254140.540635 + Penalty 3708.891705 = -250431.648930
  nChanged 3
		SP:Iteration 23Q (2040.320000 sec): 3 clusters
  Score: Raw -254142.446005 + Penalty 3708.891705 = -250433.554300
  nChanged 5
		SP:Iteration 24Q (2040.330000 sec): 3 clusters
  Score: Raw -254145.650628 + Penalty 3708.891705 = -250436.758924
  nChanged 2
		SP:Iteration 25Q (2040.340000 sec): 3 clusters
  Score: Raw -254147.189108 + Penalty 3708.891705 = -250438.297404
  nChanged 1
		SP:Iteration 26Q (2040.340000 sec): 3 clusters
  Score: Raw -254148.941931 + Penalty 3708.891705 = -250440.050226
  nChanged 2
		SP:Iteration 27Q (2040.350000 sec): 3 clusters
  Score: Raw -254150.431009 + Penalty 3708.891705 = -250441.539304
  nChanged 2
		SP:Iteration 28Q (2040.350000 sec): 3 clusters
  Score: Raw -254151.299329 + Penalty 3708.891705 = -250442.407624
  nChanged 1
		SP:Iteration 29Q (2040.360000 sec): 3 clusters
  Score: Raw -254151.604149 + Penalty 3708.891705 = -250442.712445
  nChanged 0
		SP:Iteration 30F (2040.370000 sec): 3 clusters
  Score: Raw -254151.604149 + Penalty 3708.891705 = -250442.712445
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.370000 sec): 2 clusters
  Score: Raw -13508.053219 + Penalty 1221.958914 = -12286.094305
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.370000 sec): 3 clusters
  Score: Raw -13951.153517 + Penalty 2443.917828 = -11507.235689
  nChanged 17
		SP:Iteration 1F (2040.370000 sec): 3 clusters
  Score: Raw -14096.412210 + Penalty 2443.917828 = -11652.494382
  nChanged 5
		SP:Iteration 2Q (2040.370000 sec): 3 clusters
  Score: Raw -14157.340398 + Penalty 2443.917828 = -11713.422570
  nChanged 4
		SP:Iteration 3Q (2040.370000 sec): 3 clusters
  Score: Raw -14206.566605 + Penalty 2443.917828 = -11762.648778
  nChanged 0
		SP:Iteration 4F (2040.370000 sec): 3 clusters
  Score: Raw -14206.566605 + Penalty 2443.917828 = -11762.648778
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (978 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.380000 sec): 2 clusters
  Score: Raw -129694.040555 + Penalty 1707.606398 = -127986.434157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.380000 sec): 3 clusters
  Score: Raw -129557.833558 + Penalty 3415.212796 = -126142.620762
  nChanged 237
		SP:Iteration 1F (2040.380000 sec): 3 clusters
  Score: Raw -129878.485079 + Penalty 3415.212796 = -126463.272282
  nChanged 72
		SP:Iteration 2F (2040.390000 sec): 3 clusters
  Score: Raw -130053.267731 + Penalty 3415.212796 = -126638.054935
  nChanged 41
		SP:Iteration 3Q (2040.390000 sec): 3 clusters
  Score: Raw -130185.460570 + Penalty 3415.212796 = -126770.247773
  nChanged 40
		SP:Iteration 4Q (2040.400000 sec): 3 clusters
  Score: Raw -130295.899653 + Penalty 3415.212796 = -126880.686856
  nChanged 44
		SP:Iteration 5Q (2040.400000 sec): 3 clusters
  Score: Raw -130394.280368 + Penalty 3415.212796 = -126979.067572
  nChanged 33
		SP:Iteration 6Q (2040.400000 sec): 3 clusters
  Score: Raw -130486.226678 + Penalty 3415.212796 = -127071.013881
  nChanged 40
		SP:Iteration 7Q (2040.410000 sec): 3 clusters
  Score: Raw -130581.435989 + Penalty 3415.212796 = -127166.223192
  nChanged 34
		SP:Iteration 8Q (2040.410000 sec): 3 clusters
  Score: Raw -130666.100583 + Penalty 3415.212796 = -127250.887786
  nChanged 29
		SP:Iteration 9Q (2040.410000 sec): 3 clusters
  Score: Raw -130762.401663 + Penalty 3415.212796 = -127347.188867
  nChanged 30
		SP:Iteration 10Q (2040.420000 sec): 3 clusters
  Score: Raw -130872.885458 + Penalty 3415.212796 = -127457.672661
  nChanged 23
		SP:Iteration 11Q (2040.420000 sec): 3 clusters
  Score: Raw -130956.514465 + Penalty 3415.212796 = -127541.301669
  nChanged 15
		SP:Iteration 12Q (2040.420000 sec): 3 clusters
  Score: Raw -130994.117974 + Penalty 3415.212796 = -127578.905178
  nChanged 16
		SP:Iteration 13Q (2040.420000 sec): 3 clusters
  Score: Raw -131023.755520 + Penalty 3415.212796 = -127608.542723
  nChanged 9
		SP:Iteration 14Q (2040.430000 sec): 3 clusters
  Score: Raw -131046.302291 + Penalty 3415.212796 = -127631.089495
  nChanged 5
		SP:Iteration 15Q (2040.430000 sec): 3 clusters
  Score: Raw -131061.434724 + Penalty 3415.212796 = -127646.221927
  nChanged 3
		SP:Iteration 16Q (2040.440000 sec): 3 clusters
  Score: Raw -131072.639891 + Penalty 3415.212796 = -127657.427095
  nChanged 4
		SP:Iteration 17Q (2040.440000 sec): 3 clusters
  Score: Raw -131079.894552 + Penalty 3415.212796 = -127664.681756
  nChanged 4
		SP:Iteration 18Q (2040.440000 sec): 3 clusters
  Score: Raw -131087.117951 + Penalty 3415.212796 = -127671.905155
  nChanged 0
		SP:Iteration 19F (2040.440000 sec): 3 clusters
  Score: Raw -131088.861048 + Penalty 3415.212796 = -127673.648252
  nChanged 1
		SP:Iteration 20F (2040.450000 sec): 3 clusters
  Score: Raw -131094.624909 + Penalty 3415.212796 = -127679.412113
  nChanged 1
		SP:Iteration 21Q (2040.450000 sec): 3 clusters
  Score: Raw -131097.754341 + Penalty 3415.212796 = -127682.541544
  nChanged 1
		SP:Iteration 22Q (2040.460000 sec): 3 clusters
  Score: Raw -131098.814314 + Penalty 3415.212796 = -127683.601518
  nChanged 0
		SP:Iteration 23F (2040.460000 sec): 3 clusters
  Score: Raw -131098.814314 + Penalty 3415.212796 = -127683.601518
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (145251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.970000 sec): 2 clusters
  Score: Raw -21089183.441606 + Penalty 2947.782203 = -21086235.659403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2041.550000 sec): 3 clusters
  Score: Raw -20994816.898507 + Penalty 5895.564405 = -20988921.334101
  nChanged 69372
		SP:Iteration 1F (2042.130000 sec): 3 clusters
  Score: Raw -21034941.427664 + Penalty 5895.564405 = -21029045.863259
  nChanged 4816
		SP:Iteration 2Q (2042.720000 sec): 3 clusters
  Score: Raw -21036149.222396 + Penalty 5895.564405 = -21030253.657990
  nChanged 5061
		SP:Iteration 3Q (2043.300000 sec): 3 clusters
  Score: Raw -21037652.435304 + Penalty 5895.564405 = -21031756.870898
  nChanged 5785
		SP:Iteration 4Q (2043.880000 sec): 3 clusters
  Score: Raw -21039810.121720 + Penalty 5895.564405 = -21033914.557315
  nChanged 7219
		SP:Iteration 5Q (2044.470000 sec): 3 clusters
  Score: Raw -21043223.924869 + Penalty 5895.564405 = -21037328.360463
  nChanged 8903
		SP:Iteration 6F (2045.060000 sec): 3 clusters
  Score: Raw -21048556.350812 + Penalty 5895.564405 = -21042660.786406
  nChanged 10818
		SP:Iteration 7F (2045.640000 sec): 3 clusters
  Score: Raw -21056614.965807 + Penalty 5895.564405 = -21050719.401401
  nChanged 11583
		SP:Iteration 8F (2046.210000 sec): 3 clusters
  Score: Raw -21066328.220857 + Penalty 5895.564405 = -21060432.656451
  nChanged 10131
		SP:Iteration 9F (2046.780000 sec): 3 clusters
  Score: Raw -21075363.183237 + Penalty 5895.564405 = -21069467.618832
  nChanged 7280
		SP:Iteration 10F (2047.350000 sec): 3 clusters
  Score: Raw -21081854.996599 + Penalty 5895.564405 = -21075959.432194
  nChanged 4434
		SP:Iteration 11Q (2047.880000 sec): 3 clusters
  Score: Raw -21085563.385732 + Penalty 5895.564405 = -21079667.821326
  nChanged 2385
		SP:Iteration 12Q (2048.380000 sec): 3 clusters
  Score: Raw -21087450.098684 + Penalty 5895.564405 = -21081554.534278
  nChanged 1246
		SP:Iteration 13Q (2048.840000 sec): 3 clusters
  Score: Raw -21088404.409161 + Penalty 5895.564405 = -21082508.844755
  nChanged 688
		SP:Iteration 14Q (2049.270000 sec): 3 clusters
  Score: Raw -21088910.294094 + Penalty 5895.564405 = -21083014.729689
  nChanged 388
		SP:Iteration 15Q (2049.700000 sec): 3 clusters
  Score: Raw -21089200.512413 + Penalty 5895.564405 = -21083304.948007
  nChanged 230
		SP:Iteration 16Q (2050.110000 sec): 3 clusters
  Score: Raw -21089389.043976 + Penalty 5895.564405 = -21083493.479570
  nChanged 168
		SP:Iteration 17Q (2050.540000 sec): 3 clusters
  Score: Raw -21089514.171346 + Penalty 5895.564405 = -21083618.606941
  nChanged 103
		SP:Iteration 18Q (2050.950000 sec): 3 clusters
  Score: Raw -21089580.655166 + Penalty 5895.564405 = -21083685.090761
  nChanged 79
		SP:Iteration 19Q (2051.360000 sec): 3 clusters
  Score: Raw -21089625.507836 + Penalty 5895.564405 = -21083729.943431
  nChanged 60
		SP:Iteration 20F (2051.920000 sec): 3 clusters
  Score: Raw -21089656.875751 + Penalty 5895.564405 = -21083761.311346
  nChanged 39
		SP:Iteration 21Q (2052.330000 sec): 3 clusters
  Score: Raw -21089678.745786 + Penalty 5895.564405 = -21083783.181381
  nChanged 29
		SP:Iteration 22Q (2052.730000 sec): 3 clusters
  Score: Raw -21089693.563727 + Penalty 5895.564405 = -21083797.999322
  nChanged 19
		SP:Iteration 23Q (2053.140000 sec): 3 clusters
  Score: Raw -21089701.930166 + Penalty 5895.564405 = -21083806.365761
  nChanged 20
		SP:Iteration 24Q (2053.550000 sec): 3 clusters
  Score: Raw -21089709.617958 + Penalty 5895.564405 = -21083814.053552
  nChanged 10
		SP:Iteration 25Q (2053.950000 sec): 3 clusters
  Score: Raw -21089714.690527 + Penalty 5895.564405 = -21083819.126122
  nChanged 11
		SP:Iteration 26Q (2054.350000 sec): 3 clusters
  Score: Raw -21089721.119067 + Penalty 5895.564405 = -21083825.554661
  nChanged 9
		SP:Iteration 27Q (2054.750000 sec): 3 clusters
  Score: Raw -21089724.949111 + Penalty 5895.564405 = -21083829.384705
  nChanged 3
		SP:Iteration 28Q (2055.150000 sec): 3 clusters
  Score: Raw -21089726.896484 + Penalty 5895.564405 = -21083831.332078
  nChanged 4
		SP:Iteration 29Q (2055.550000 sec): 3 clusters
  Score: Raw -21089728.288297 + Penalty 5895.564405 = -21083832.723891
  nChanged 2
		SP:Iteration 30Q (2055.960000 sec): 3 clusters
  Score: Raw -21089728.814624 + Penalty 5895.564405 = -21083833.250219
  nChanged 2
		SP:Iteration 31Q (2056.390000 sec): 3 clusters
  Score: Raw -21089729.624540 + Penalty 5895.564405 = -21083834.060134
  nChanged 1
		SP:Iteration 32Q (2056.790000 sec): 3 clusters
  Score: Raw -21089730.049322 + Penalty 5895.564405 = -21083834.484916
  nChanged 0
		SP:Iteration 33F (2057.350000 sec): 3 clusters
  Score: Raw -21089730.049322 + Penalty 5895.564405 = -21083834.484916
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2057.410000 sec): 2 clusters
  Score: Raw -19667.259116 + Penalty 1308.972435 = -18358.286681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2057.410000 sec): 3 clusters
  Score: Raw -20032.826422 + Penalty 2617.944871 = -17414.881551
  nChanged 21
		SP:Iteration 1F (2057.410000 sec): 3 clusters
  Score: Raw -20201.073592 + Penalty 2617.944871 = -17583.128721
  nChanged 8
		SP:Iteration 2Q (2057.410000 sec): 3 clusters
  Score: Raw -20261.057999 + Penalty 2617.944871 = -17643.113128
  nChanged 3
		SP:Iteration 3Q (2057.410000 sec): 3 clusters
  Score: Raw -20281.734037 + Penalty 2617.944871 = -17663.789166
  nChanged 0
		SP:Iteration 4F (2057.410000 sec): 3 clusters
  Score: Raw -20281.734037 + Penalty 2617.944871 = -17663.789166
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 29 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2057.420000 sec): 2 clusters
  Score: Raw -74196.170923 + Penalty 1539.730326 = -72656.440597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2057.420000 sec): 3 clusters
  Score: Raw -74223.457997 + Penalty 3079.460653 = -71143.997344
  nChanged 94
		SP:Iteration 1F (2057.420000 sec): 3 clusters
  Score: Raw -74409.169764 + Penalty 3079.460653 = -71329.709111
  nChanged 20
		SP:Iteration 2Q (2057.430000 sec): 3 clusters
  Score: Raw -74445.124384 + Penalty 3079.460653 = -71365.663731
  nChanged 4
		SP:Iteration 3Q (2057.430000 sec): 3 clusters
  Score: Raw -74451.847323 + Penalty 3079.460653 = -71372.386671
  nChanged 1
		SP:Iteration 4Q (2057.430000 sec): 3 clusters
  Score: Raw -74452.734715 + Penalty 3079.460653 = -71373.274062
  nChanged 1
		SP:Iteration 5Q (2057.430000 sec): 3 clusters
  Score: Raw -74454.649929 + Penalty 3079.460653 = -71375.189276
  nChanged 0
		SP:Iteration 6F (2057.430000 sec): 3 clusters
  Score: Raw -74454.649929 + Penalty 3079.460653 = -71375.189276
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 30 (31251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2057.550000 sec): 2 clusters
  Score: Raw -4782408.263394 + Penalty 2566.752050 = -4779841.511344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2057.680000 sec): 3 clusters
  Score: Raw -4763651.363170 + Penalty 5133.504101 = -4758517.859069
  nChanged 14037
		SP:Iteration 1F (2057.810000 sec): 3 clusters
  Score: Raw -4771183.552863 + Penalty 5133.504101 = -4766050.048762
  nChanged 1335
		SP:Iteration 2Q (2057.940000 sec): 3 clusters
  Score: Raw -4771553.841974 + Penalty 5133.504101 = -4766420.337874
  nChanged 1126
		SP:Iteration 3Q (2058.070000 sec): 3 clusters
  Score: Raw -4771852.252841 + Penalty 5133.504101 = -4766718.748741
  nChanged 1000
		SP:Iteration 4Q (2058.190000 sec): 3 clusters
  Score: Raw -4772091.912159 + Penalty 5133.504101 = -4766958.408058
  nChanged 869
		SP:Iteration 5Q (2058.320000 sec): 3 clusters
  Score: Raw -4772277.471387 + Penalty 5133.504101 = -4767143.967286
  nChanged 783
		SP:Iteration 6Q (2058.450000 sec): 3 clusters
  Score: Raw -4772450.917086 + Penalty 5133.504101 = -4767317.412985
  nChanged 714
		SP:Iteration 7Q (2058.580000 sec): 3 clusters
  Score: Raw -4772604.445686 + Penalty 5133.504101 = -4767470.941585
  nChanged 689
		SP:Iteration 8Q (2058.710000 sec): 3 clusters
  Score: Raw -4772756.127414 + Penalty 5133.504101 = -4767622.623313
  nChanged 714
		SP:Iteration 9Q (2058.830000 sec): 3 clusters
  Score: Raw -4772923.748017 + Penalty 5133.504101 = -4767790.243916
  nChanged 724
		SP:Iteration 10Q (2058.970000 sec): 3 clusters
  Score: Raw -4773098.567403 + Penalty 5133.504101 = -4767965.063303
  nChanged 787
		SP:Iteration 11Q (2059.100000 sec): 3 clusters
  Score: Raw -4773312.417774 + Penalty 5133.504101 = -4768178.913674
  nChanged 882
		SP:Iteration 12Q (2059.230000 sec): 3 clusters
  Score: Raw -4773592.762595 + Penalty 5133.504101 = -4768459.258494
  nChanged 1057
		SP:Iteration 13Q (2059.360000 sec): 3 clusters
  Score: Raw -4773996.773498 + Penalty 5133.504101 = -4768863.269398
  nChanged 1285
		SP:Iteration 14Q (2059.480000 sec): 3 clusters
  Score: Raw -4774616.283821 + Penalty 5133.504101 = -4769482.779721
  nChanged 1561
		SP:Iteration 15Q (2059.610000 sec): 3 clusters
  Score: Raw -4775529.082677 + Penalty 5133.504101 = -4770395.578576
  nChanged 1764
		SP:Iteration 16F (2059.740000 sec): 3 clusters
  Score: Raw -4776732.332645 + Penalty 5133.504101 = -4771598.828544
  nChanged 1786
		SP:Iteration 17F (2059.860000 sec): 3 clusters
  Score: Raw -4778206.382600 + Penalty 5133.504101 = -4773072.878499
  nChanged 1688
		SP:Iteration 18F (2059.980000 sec): 3 clusters
  Score: Raw -4779713.698110 + Penalty 5133.504101 = -4774580.194009
  nChanged 1205
		SP:Iteration 19Q (2060.100000 sec): 3 clusters
  Score: Raw -4780818.757986 + Penalty 5133.504101 = -4775685.253886
  nChanged 790
		SP:Iteration 20F (2060.230000 sec): 3 clusters
  Score: Raw -4781516.686499 + Penalty 5133.504101 = -4776383.182398
  nChanged 499
		SP:Iteration 21Q (2060.330000 sec): 3 clusters
  Score: Raw -4781916.233018 + Penalty 5133.504101 = -4776782.728918
  nChanged 340
		SP:Iteration 22Q (2060.430000 sec): 3 clusters
  Score: Raw -4782186.248232 + Penalty 5133.504101 = -4777052.744131
  nChanged 242
		SP:Iteration 23Q (2060.530000 sec): 3 clusters
  Score: Raw -4782345.347704 + Penalty 5133.504101 = -4777211.843603
  nChanged 154
		SP:Iteration 24Q (2060.620000 sec): 3 clusters
  Score: Raw -4782440.352943 + Penalty 5133.504101 = -4777306.848842
  nChanged 97
		SP:Iteration 25Q (2060.720000 sec): 3 clusters
  Score: Raw -4782491.596030 + Penalty 5133.504101 = -4777358.091929
  nChanged 65
		SP:Iteration 26Q (2060.810000 sec): 3 clusters
  Score: Raw -4782528.885566 + Penalty 5133.504101 = -4777395.381465
  nChanged 52
		SP:Iteration 27Q (2060.900000 sec): 3 clusters
  Score: Raw -4782558.318330 + Penalty 5133.504101 = -4777424.814230
  nChanged 37
		SP:Iteration 28Q (2060.990000 sec): 3 clusters
  Score: Raw -4782579.579467 + Penalty 5133.504101 = -4777446.075366
  nChanged 28
		SP:Iteration 29Q (2061.080000 sec): 3 clusters
  Score: Raw -4782594.909021 + Penalty 5133.504101 = -4777461.404920
  nChanged 26
		SP:Iteration 30Q (2061.180000 sec): 3 clusters
  Score: Raw -4782608.634183 + Penalty 5133.504101 = -4777475.130082
  nChanged 29
		SP:Iteration 31Q (2061.270000 sec): 3 clusters
  Score: Raw -4782623.707912 + Penalty 5133.504101 = -4777490.203812
  nChanged 22
		SP:Iteration 32Q (2061.360000 sec): 3 clusters
  Score: Raw -4782635.296128 + Penalty 5133.504101 = -4777501.792027
  nChanged 17
		SP:Iteration 33Q (2061.450000 sec): 3 clusters
  Score: Raw -4782644.057760 + Penalty 5133.504101 = -4777510.553659
  nChanged 12
		SP:Iteration 34Q (2061.540000 sec): 3 clusters
  Score: Raw -4782651.065470 + Penalty 5133.504101 = -4777517.561369
  nChanged 12
		SP:Iteration 35Q (2061.640000 sec): 3 clusters
  Score: Raw -4782658.781177 + Penalty 5133.504101 = -4777525.277076
  nChanged 13
		SP:Iteration 36Q (2061.730000 sec): 3 clusters
  Score: Raw -4782666.546616 + Penalty 5133.504101 = -4777533.042515
  nChanged 16
		SP:Iteration 37Q (2061.830000 sec): 3 clusters
  Score: Raw -4782674.515943 + Penalty 5133.504101 = -4777541.011842
  nChanged 15
		SP:Iteration 38Q (2061.920000 sec): 3 clusters
  Score: Raw -4782681.578118 + Penalty 5133.504101 = -4777548.074017
  nChanged 11
		SP:Iteration 39Q (2062.020000 sec): 3 clusters
  Score: Raw -4782688.808729 + Penalty 5133.504101 = -4777555.304628
  nChanged 8
		SP:Iteration 40F (2062.140000 sec): 3 clusters
  Score: Raw -4782693.547677 + Penalty 5133.504101 = -4777560.043576
  nChanged 2
		SP:Iteration 41Q (2062.240000 sec): 3 clusters
  Score: Raw -4782695.792936 + Penalty 5133.504101 = -4777562.288835
  nChanged 1
		SP:Iteration 42Q (2062.330000 sec): 3 clusters
  Score: Raw -4782696.303956 + Penalty 5133.504101 = -4777562.799855
  nChanged 2
		SP:Iteration 43Q (2062.420000 sec): 3 clusters
  Score: Raw -4782697.887385 + Penalty 5133.504101 = -4777564.383284
  nChanged 5
		SP:Iteration 44Q (2062.510000 sec): 3 clusters
  Score: Raw -4782699.686171 + Penalty 5133.504101 = -4777566.182071
  nChanged 2
		SP:Iteration 45Q (2062.600000 sec): 3 clusters
  Score: Raw -4782700.491093 + Penalty 5133.504101 = -4777566.986992
  nChanged 2
		SP:Iteration 46Q (2062.700000 sec): 3 clusters
  Score: Raw -4782701.501285 + Penalty 5133.504101 = -4777567.997185
  nChanged 3
		SP:Iteration 47Q (2062.780000 sec): 3 clusters
  Score: Raw -4782703.635379 + Penalty 5133.504101 = -4777570.131279
  nChanged 4
		SP:Iteration 48Q (2062.880000 sec): 3 clusters
  Score: Raw -4782708.217949 + Penalty 5133.504101 = -4777574.713848
  nChanged 4
		SP:Iteration 49Q (2062.970000 sec): 3 clusters
  Score: Raw -4782711.059064 + Penalty 5133.504101 = -4777577.554963
  nChanged 3
		SP:Iteration 50Q (2063.060000 sec): 3 clusters
  Score: Raw -4782712.548670 + Penalty 5133.504101 = -4777579.044569
  nChanged 1
		SP:Iteration 51Q (2063.150000 sec): 3 clusters
  Score: Raw -4782713.116584 + Penalty 5133.504101 = -4777579.612483
  nChanged 3
		SP:Iteration 52Q (2063.240000 sec): 3 clusters
  Score: Raw -4782715.205329 + Penalty 5133.504101 = -4777581.701229
  nChanged 4
		SP:Iteration 53Q (2063.330000 sec): 3 clusters
  Score: Raw -4782717.776108 + Penalty 5133.504101 = -4777584.272008
  nChanged 5
		SP:Iteration 54Q (2063.420000 sec): 3 clusters
  Score: Raw -4782720.447723 + Penalty 5133.504101 = -4777586.943622
  nChanged 5
		SP:Iteration 55Q (2063.510000 sec): 3 clusters
  Score: Raw -4782724.927074 + Penalty 5133.504101 = -4777591.422974
  nChanged 7
		SP:Iteration 56Q (2063.600000 sec): 3 clusters
  Score: Raw -4782729.216192 + Penalty 5133.504101 = -4777595.712091
  nChanged 8
		SP:Iteration 57Q (2063.690000 sec): 3 clusters
  Score: Raw -4782733.367785 + Penalty 5133.504101 = -4777599.863684
  nChanged 6
		SP:Iteration 58Q (2063.780000 sec): 3 clusters
  Score: Raw -4782737.164249 + Penalty 5133.504101 = -4777603.660148
  nChanged 5
		SP:Iteration 59Q (2063.870000 sec): 3 clusters
  Score: Raw -4782740.339382 + Penalty 5133.504101 = -4777606.835281
  nChanged 6
		SP:Iteration 60F (2064.000000 sec): 3 clusters
  Score: Raw -4782744.022793 + Penalty 5133.504101 = -4777610.518692
  nChanged 5
		SP:Iteration 61Q (2064.090000 sec): 3 clusters
  Score: Raw -4782746.666823 + Penalty 5133.504101 = -4777613.162723
  nChanged 4
		SP:Iteration 62Q (2064.180000 sec): 3 clusters
  Score: Raw -4782748.877282 + Penalty 5133.504101 = -4777615.373181
  nChanged 5
		SP:Iteration 63Q (2064.270000 sec): 3 clusters
  Score: Raw -4782750.953926 + Penalty 5133.504101 = -4777617.449825
  nChanged 0
		SP:Iteration 64F (2064.390000 sec): 3 clusters
  Score: Raw -4782750.953926 + Penalty 5133.504101 = -4777617.449825
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 31 (192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2064.410000 sec): 2 clusters
  Score: Raw -20677.031799 + Penalty 1303.858852 = -19373.172947
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2064.410000 sec): 3 clusters
  Score: Raw -20975.728340 + Penalty 2607.717705 = -18368.010636
  nChanged 18
		SP:Iteration 1F (2064.410000 sec): 3 clusters
  Score: Raw -21071.366244 + Penalty 2607.717705 = -18463.648540
  nChanged 2
		SP:Iteration 2Q (2064.410000 sec): 3 clusters
  Score: Raw -21078.768329 + Penalty 2607.717705 = -18471.050624
  nChanged 0
		SP:Iteration 3F (2064.410000 sec): 3 clusters
  Score: Raw -21078.768329 + Penalty 2607.717705 = -18471.050624
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 32 (720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2064.420000 sec): 2 clusters
  Score: Raw -92255.349171 + Penalty 1631.654301 = -90623.694871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2064.420000 sec): 3 clusters
  Score: Raw -92221.803109 + Penalty 3263.308601 = -88958.494508
  nChanged 166
		SP:Iteration 1F (2064.420000 sec): 3 clusters
  Score: Raw -92550.537931 + Penalty 3263.308601 = -89287.229330
  nChanged 62
		SP:Iteration 2F (2064.420000 sec): 3 clusters
  Score: Raw -92769.144597 + Penalty 3263.308601 = -89505.835995
  nChanged 47
		SP:Iteration 3F (2064.430000 sec): 3 clusters
  Score: Raw -92894.006390 + Penalty 3263.308601 = -89630.697789
  nChanged 33
		SP:Iteration 4Q (2064.430000 sec): 3 clusters
  Score: Raw -92987.578238 + Penalty 3263.308601 = -89724.269637
  nChanged 27
		SP:Iteration 5Q (2064.430000 sec): 3 clusters
  Score: Raw -93063.699347 + Penalty 3263.308601 = -89800.390746
  nChanged 21
		SP:Iteration 6Q (2064.430000 sec): 3 clusters
  Score: Raw -93119.173562 + Penalty 3263.308601 = -89855.864961
  nChanged 15
		SP:Iteration 7Q (2064.440000 sec): 3 clusters
  Score: Raw -93160.541767 + Penalty 3263.308601 = -89897.233166
  nChanged 7
		SP:Iteration 8Q (2064.440000 sec): 3 clusters
  Score: Raw -93172.996206 + Penalty 3263.308601 = -89909.687604
  nChanged 5
		SP:Iteration 9Q (2064.440000 sec): 3 clusters
  Score: Raw -93187.446194 + Penalty 3263.308601 = -89924.137593
  nChanged 5
		SP:Iteration 10Q (2064.440000 sec): 3 clusters
  Score: Raw -93197.765089 + Penalty 3263.308601 = -89934.456488
  nChanged 2
		SP:Iteration 11Q (2064.440000 sec): 3 clusters
  Score: Raw -93200.882835 + Penalty 3263.308601 = -89937.574234
  nChanged 2
		SP:Iteration 12Q (2064.450000 sec): 3 clusters
  Score: Raw -93202.483516 + Penalty 3263.308601 = -89939.174914
  nChanged 1
		SP:Iteration 13Q (2064.450000 sec): 3 clusters
  Score: Raw -93204.129983 + Penalty 3263.308601 = -89940.821382
  nChanged 1
		SP:Iteration 14Q (2064.450000 sec): 3 clusters
  Score: Raw -93205.834637 + Penalty 3263.308601 = -89942.526036
  nChanged 0
		SP:Iteration 15F (2064.460000 sec): 3 clusters
  Score: Raw -93205.834637 + Penalty 3263.308601 = -89942.526036
  nChanged 0
Deleting Class 9 (83 points): Lose 1816.823748 but Gain 3374.686117
Iteration 139Q (2073.160000 sec): 34 clusters
  Score: Raw -117611060.607727 + Penalty 111364.641871 = -117499695.965856
  nChanged 619
Deleting Class 23 (93 points): Lose 2756.441977 but Gain 3374.686117
Iteration 140F (2109.010000 sec): 33 clusters
  Score: Raw -117609024.063541 + Penalty 107989.955754 = -117501034.107788
  nChanged 793
Iteration 141Q (2116.990000 sec): 33 clusters
  Score: Raw -117611025.297457 + Penalty 107989.955754 = -117503035.341704
  nChanged 678
Iteration 142Q (2124.980000 sec): 33 clusters
  Score: Raw -117611292.514647 + Penalty 107989.955754 = -117503302.558893
  nChanged 610
Iteration 143Q (2132.960000 sec): 33 clusters
  Score: Raw -117611355.178519 + Penalty 107989.955754 = -117503365.222766
  nChanged 566
Iteration 144Q (2140.940000 sec): 33 clusters
  Score: Raw -117611403.585513 + Penalty 107989.955754 = -117503413.629760
  nChanged 546
Iteration 145Q (2148.900000 sec): 33 clusters
  Score: Raw -117611444.446792 + Penalty 107989.955754 = -117503454.491039
  nChanged 522
Iteration 146Q (2156.900000 sec): 33 clusters
  Score: Raw -117611472.440911 + Penalty 107989.955754 = -117503482.485157
  nChanged 513
Iteration 147Q (2164.890000 sec): 33 clusters
  Score: Raw -117611498.146314 + Penalty 107989.955754 = -117503508.190561
  nChanged 459
Iteration 148Q (2172.810000 sec): 33 clusters
  Score: Raw -117611521.491894 + Penalty 107989.955754 = -117503531.536141
  nChanged 437
Iteration 149Q (2180.770000 sec): 33 clusters
  Score: Raw -117611540.370120 + Penalty 107989.955754 = -117503550.414367
  nChanged 378
Iteration 150Q (2188.780000 sec): 33 clusters
  Score: Raw -117611557.770028 + Penalty 107989.955754 = -117503567.814275
  nChanged 391
Iteration 151Q (2196.720000 sec): 33 clusters
  Score: Raw -117611576.798941 + Penalty 107989.955754 = -117503586.843187
  nChanged 366
Iteration 152Q (2204.670000 sec): 33 clusters
  Score: Raw -117611592.555307 + Penalty 107989.955754 = -117503602.599553
  nChanged 328
Iteration 153Q (2212.670000 sec): 33 clusters
  Score: Raw -117611605.090716 + Penalty 107989.955754 = -117503615.134963
  nChanged 306
Iteration 154Q (2220.650000 sec): 33 clusters
  Score: Raw -117611617.236638 + Penalty 107989.955754 = -117503627.280884
  nChanged 299
Iteration 155Q (2228.640000 sec): 33 clusters
  Score: Raw -117611627.674975 + Penalty 107989.955754 = -117503637.719222
  nChanged 250
Iteration 156Q (2236.630000 sec): 33 clusters
  Score: Raw -117611638.622642 + Penalty 107989.955754 = -117503648.666889
  nChanged 249
Iteration 157Q (2244.620000 sec): 33 clusters
  Score: Raw -117611649.309927 + Penalty 107989.955754 = -117503659.354174
  nChanged 220
Iteration 158Q (2252.570000 sec): 33 clusters
  Score: Raw -117611659.865250 + Penalty 107989.955754 = -117503669.909497
  nChanged 209
Iteration 159Q (2260.500000 sec): 33 clusters
  Score: Raw -117611667.910502 + Penalty 107989.955754 = -117503677.954749
  nChanged 171
Iteration 160F (2294.580000 sec): 33 clusters
  Score: Raw -117611681.219438 + Penalty 107989.955754 = -117503691.263685
  nChanged 159
Iteration 161Q (2302.570000 sec): 33 clusters
  Score: Raw -117611719.892122 + Penalty 107989.955754 = -117503729.936368
  nChanged 168
Iteration 162Q (2310.550000 sec): 33 clusters
  Score: Raw -117611724.486598 + Penalty 107989.955754 = -117503734.530845
  nChanged 148
Iteration 163Q (2318.510000 sec): 33 clusters
  Score: Raw -117611729.157745 + Penalty 107989.955754 = -117503739.201992
  nChanged 132
Iteration 164Q (2326.550000 sec): 33 clusters
  Score: Raw -117611733.148508 + Penalty 107989.955754 = -117503743.192755
  nChanged 121
Iteration 165Q (2334.590000 sec): 33 clusters
  Score: Raw -117611737.352858 + Penalty 107989.955754 = -117503747.397105
  nChanged 102
Iteration 166Q (2342.620000 sec): 33 clusters
  Score: Raw -117611741.731981 + Penalty 107989.955754 = -117503751.776227
  nChanged 92
Iteration 167Q (2350.950000 sec): 33 clusters
  Score: Raw -117611745.431811 + Penalty 107989.955754 = -117503755.476057
  nChanged 96
Iteration 168Q (2361.140000 sec): 33 clusters
  Score: Raw -117611749.691875 + Penalty 107989.955754 = -117503759.736122
  nChanged 104
Iteration 169Q (2371.220000 sec): 33 clusters
  Score: Raw -117611753.757183 + Penalty 107989.955754 = -117503763.801430
  nChanged 111
Iteration 170Q (2381.280000 sec): 33 clusters
  Score: Raw -117611759.713895 + Penalty 107989.955754 = -117503769.758142
  nChanged 133
Iteration 171Q (2391.220000 sec): 33 clusters
  Score: Raw -117611767.909132 + Penalty 107989.955754 = -117503777.953378
  nChanged 150
Iteration 172Q (2401.220000 sec): 33 clusters
  Score: Raw -117611778.172613 + Penalty 107989.955754 = -117503788.216860
  nChanged 186
Iteration 173Q (2411.280000 sec): 33 clusters
  Score: Raw -117611792.325389 + Penalty 107989.955754 = -117503802.369636
  nChanged 162
Iteration 174Q (2421.490000 sec): 33 clusters
  Score: Raw -117611808.154810 + Penalty 107989.955754 = -117503818.199057
  nChanged 188
Iteration 175Q (2431.430000 sec): 33 clusters
  Score: Raw -117611828.226851 + Penalty 107989.955754 = -117503838.271098
  nChanged 196
Iteration 176Q (2441.090000 sec): 33 clusters
  Score: Raw -117611845.260921 + Penalty 107989.955754 = -117503855.305168
  nChanged 215
Iteration 177Q (2450.550000 sec): 33 clusters
  Score: Raw -117611864.179846 + Penalty 107989.955754 = -117503874.224092
  nChanged 224
Iteration 178Q (2459.980000 sec): 33 clusters
  Score: Raw -117611884.924980 + Penalty 107989.955754 = -117503894.969227
  nChanged 234
Writing temp clu file 
Because OldScore, -117503874.224092, is greater than current (better) Score,-117503894.969227 
 Compute initial score before splitting:   Score: Raw -117611884.924980 + Penalty 107989.955754 = -117503894.969227
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.130000 sec): 2 clusters
  Score: Raw -122761.033076 + Penalty 1666.315262 = -121094.717813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.140000 sec): 3 clusters
  Score: Raw -122604.486162 + Penalty 3332.630525 = -119271.855637
  nChanged 203
		SP:Iteration 1F (2460.140000 sec): 3 clusters
  Score: Raw -122837.112451 + Penalty 3332.630525 = -119504.481927
  nChanged 46
		SP:Iteration 2F (2460.140000 sec): 3 clusters
  Score: Raw -122907.386232 + Penalty 3332.630525 = -119574.755707
  nChanged 25
		SP:Iteration 3Q (2460.140000 sec): 3 clusters
  Score: Raw -122943.130750 + Penalty 3332.630525 = -119610.500225
  nChanged 13
		SP:Iteration 4Q (2460.150000 sec): 3 clusters
  Score: Raw -122958.133763 + Penalty 3332.630525 = -119625.503239
  nChanged 4
		SP:Iteration 5Q (2460.150000 sec): 3 clusters
  Score: Raw -122964.054220 + Penalty 3332.630525 = -119631.423696
  nChanged 4
		SP:Iteration 6Q (2460.150000 sec): 3 clusters
  Score: Raw -122972.465980 + Penalty 3332.630525 = -119639.835456
  nChanged 3
		SP:Iteration 7Q (2460.160000 sec): 3 clusters
  Score: Raw -122976.172829 + Penalty 3332.630525 = -119643.542304
  nChanged 2
		SP:Iteration 8Q (2460.160000 sec): 3 clusters
  Score: Raw -122979.370161 + Penalty 3332.630525 = -119646.739636
  nChanged 2
		SP:Iteration 9Q (2460.160000 sec): 3 clusters
  Score: Raw -122981.373338 + Penalty 3332.630525 = -119648.742814
  nChanged 2
		SP:Iteration 10Q (2460.170000 sec): 3 clusters
  Score: Raw -122985.085806 + Penalty 3332.630525 = -119652.455282
  nChanged 2
		SP:Iteration 11Q (2460.170000 sec): 3 clusters
  Score: Raw -122987.108039 + Penalty 3332.630525 = -119654.477514
  nChanged 2
		SP:Iteration 12Q (2460.170000 sec): 3 clusters
  Score: Raw -122989.552882 + Penalty 3332.630525 = -119656.922358
  nChanged 0
		SP:Iteration 13F (2460.180000 sec): 3 clusters
  Score: Raw -122989.552882 + Penalty 3332.630525 = -119656.922358
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.180000 sec): 2 clusters
  Score: Raw -179904.369306 + Penalty 1762.234960 = -178142.134345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.190000 sec): 3 clusters
  Score: Raw -179594.187608 + Penalty 3524.469920 = -176069.717688
  nChanged 335
		SP:Iteration 1F (2460.190000 sec): 3 clusters
  Score: Raw -179977.976105 + Penalty 3524.469920 = -176453.506185
  nChanged 93
		SP:Iteration 2F (2460.200000 sec): 3 clusters
  Score: Raw -180141.008259 + Penalty 3524.469920 = -176616.538339
  nChanged 42
		SP:Iteration 3Q (2460.200000 sec): 3 clusters
  Score: Raw -180196.355434 + Penalty 3524.469920 = -176671.885514
  nChanged 30
		SP:Iteration 4Q (2460.210000 sec): 3 clusters
  Score: Raw -180232.687030 + Penalty 3524.469920 = -176708.217110
  nChanged 12
		SP:Iteration 5Q (2460.210000 sec): 3 clusters
  Score: Raw -180247.087137 + Penalty 3524.469920 = -176722.617217
  nChanged 18
		SP:Iteration 6Q (2460.220000 sec): 3 clusters
  Score: Raw -180270.720057 + Penalty 3524.469920 = -176746.250137
  nChanged 12
		SP:Iteration 7Q (2460.220000 sec): 3 clusters
  Score: Raw -180285.989446 + Penalty 3524.469920 = -176761.519526
  nChanged 8
		SP:Iteration 8Q (2460.220000 sec): 3 clusters
  Score: Raw -180293.744744 + Penalty 3524.469920 = -176769.274824
  nChanged 5
		SP:Iteration 9Q (2460.230000 sec): 3 clusters
  Score: Raw -180297.290647 + Penalty 3524.469920 = -176772.820727
  nChanged 2
		SP:Iteration 10Q (2460.230000 sec): 3 clusters
  Score: Raw -180299.926895 + Penalty 3524.469920 = -176775.456975
  nChanged 2
		SP:Iteration 11Q (2460.240000 sec): 3 clusters
  Score: Raw -180303.154465 + Penalty 3524.469920 = -176778.684545
  nChanged 0
		SP:Iteration 12F (2460.240000 sec): 3 clusters
  Score: Raw -180303.154465 + Penalty 3524.469920 = -176778.684545
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.250000 sec): 2 clusters
  Score: Raw -22282.278239 + Penalty 1294.648245 = -20987.629995
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.250000 sec): 3 clusters
  Score: Raw -22605.113678 + Penalty 2589.296489 = -20015.817189
  nChanged 24
		SP:Iteration 1F (2460.250000 sec): 3 clusters
  Score: Raw -22711.338339 + Penalty 2589.296489 = -20122.041849
  nChanged 1
		SP:Iteration 2Q (2460.250000 sec): 3 clusters
  Score: Raw -22718.652269 + Penalty 2589.296489 = -20129.355780
  nChanged 1
		SP:Iteration 3Q (2460.250000 sec): 3 clusters
  Score: Raw -22725.181316 + Penalty 2589.296489 = -20135.884827
  nChanged 3
		SP:Iteration 4Q (2460.250000 sec): 3 clusters
  Score: Raw -22742.668963 + Penalty 2589.296489 = -20153.372474
  nChanged 2
		SP:Iteration 5Q (2460.250000 sec): 3 clusters
  Score: Raw -22749.823885 + Penalty 2589.296489 = -20160.527396
  nChanged 0
		SP:Iteration 6F (2460.250000 sec): 3 clusters
  Score: Raw -22749.823885 + Penalty 2589.296489 = -20160.527396
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (2355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.260000 sec): 2 clusters
  Score: Raw -345170.436905 + Penalty 1925.545410 = -343244.891496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.270000 sec): 3 clusters
  Score: Raw -344272.370654 + Penalty 3851.090819 = -340421.279835
  nChanged 765
		SP:Iteration 1F (2460.280000 sec): 3 clusters
  Score: Raw -344792.588436 + Penalty 3851.090819 = -340941.497617
  nChanged 192
		SP:Iteration 2F (2460.290000 sec): 3 clusters
  Score: Raw -344957.097504 + Penalty 3851.090819 = -341106.006685
  nChanged 115
		SP:Iteration 3Q (2460.300000 sec): 3 clusters
  Score: Raw -345052.651885 + Penalty 3851.090819 = -341201.561066
  nChanged 85
		SP:Iteration 4Q (2460.310000 sec): 3 clusters
  Score: Raw -345113.599546 + Penalty 3851.090819 = -341262.508727
  nChanged 70
		SP:Iteration 5Q (2460.320000 sec): 3 clusters
  Score: Raw -345161.545767 + Penalty 3851.090819 = -341310.454947
  nChanged 49
		SP:Iteration 6Q (2460.330000 sec): 3 clusters
  Score: Raw -345199.524459 + Penalty 3851.090819 = -341348.433640
  nChanged 35
		SP:Iteration 7Q (2460.340000 sec): 3 clusters
  Score: Raw -345221.638757 + Penalty 3851.090819 = -341370.547937
  nChanged 28
		SP:Iteration 8Q (2460.350000 sec): 3 clusters
  Score: Raw -345241.188187 + Penalty 3851.090819 = -341390.097368
  nChanged 34
		SP:Iteration 9Q (2460.360000 sec): 3 clusters
  Score: Raw -345265.009037 + Penalty 3851.090819 = -341413.918217
  nChanged 33
		SP:Iteration 10Q (2460.360000 sec): 3 clusters
  Score: Raw -345293.201676 + Penalty 3851.090819 = -341442.110857
  nChanged 35
		SP:Iteration 11Q (2460.380000 sec): 3 clusters
  Score: Raw -345321.617041 + Penalty 3851.090819 = -341470.526222
  nChanged 36
		SP:Iteration 12Q (2460.380000 sec): 3 clusters
  Score: Raw -345347.245224 + Penalty 3851.090819 = -341496.154405
  nChanged 26
		SP:Iteration 13Q (2460.390000 sec): 3 clusters
  Score: Raw -345365.934449 + Penalty 3851.090819 = -341514.843630
  nChanged 26
		SP:Iteration 14Q (2460.400000 sec): 3 clusters
  Score: Raw -345391.324336 + Penalty 3851.090819 = -341540.233516
  nChanged 32
		SP:Iteration 15Q (2460.410000 sec): 3 clusters
  Score: Raw -345416.960715 + Penalty 3851.090819 = -341565.869896
  nChanged 36
		SP:Iteration 16Q (2460.420000 sec): 3 clusters
  Score: Raw -345450.792094 + Penalty 3851.090819 = -341599.701275
  nChanged 33
		SP:Iteration 17Q (2460.430000 sec): 3 clusters
  Score: Raw -345480.792008 + Penalty 3851.090819 = -341629.701188
  nChanged 35
		SP:Iteration 18Q (2460.440000 sec): 3 clusters
  Score: Raw -345515.955141 + Penalty 3851.090819 = -341664.864322
  nChanged 46
		SP:Iteration 19Q (2460.450000 sec): 3 clusters
  Score: Raw -345550.508882 + Penalty 3851.090819 = -341699.418063
  nChanged 33
		SP:Iteration 20F (2460.460000 sec): 3 clusters
  Score: Raw -345575.229250 + Penalty 3851.090819 = -341724.138431
  nChanged 31
		SP:Iteration 21Q (2460.470000 sec): 3 clusters
  Score: Raw -345601.792079 + Penalty 3851.090819 = -341750.701260
  nChanged 32
		SP:Iteration 22Q (2460.480000 sec): 3 clusters
  Score: Raw -345635.564884 + Penalty 3851.090819 = -341784.474065
  nChanged 41
		SP:Iteration 23Q (2460.480000 sec): 3 clusters
  Score: Raw -345680.426816 + Penalty 3851.090819 = -341829.335996
  nChanged 37
		SP:Iteration 24Q (2460.490000 sec): 3 clusters
  Score: Raw -345722.385852 + Penalty 3851.090819 = -341871.295033
  nChanged 38
		SP:Iteration 25Q (2460.500000 sec): 3 clusters
  Score: Raw -345762.908657 + Penalty 3851.090819 = -341911.817837
  nChanged 30
		SP:Iteration 26Q (2460.510000 sec): 3 clusters
  Score: Raw -345795.520419 + Penalty 3851.090819 = -341944.429600
  nChanged 32
		SP:Iteration 27Q (2460.520000 sec): 3 clusters
  Score: Raw -345822.502841 + Penalty 3851.090819 = -341971.412021
  nChanged 21
		SP:Iteration 28Q (2460.530000 sec): 3 clusters
  Score: Raw -345835.993581 + Penalty 3851.090819 = -341984.902761
  nChanged 17
		SP:Iteration 29Q (2460.540000 sec): 3 clusters
  Score: Raw -345845.778215 + Penalty 3851.090819 = -341994.687395
  nChanged 18
		SP:Iteration 30Q (2460.540000 sec): 3 clusters
  Score: Raw -345860.664185 + Penalty 3851.090819 = -342009.573365
  nChanged 12
		SP:Iteration 31Q (2460.550000 sec): 3 clusters
  Score: Raw -345868.284473 + Penalty 3851.090819 = -342017.193654
  nChanged 9
		SP:Iteration 32Q (2460.560000 sec): 3 clusters
  Score: Raw -345873.569146 + Penalty 3851.090819 = -342022.478326
  nChanged 7
		SP:Iteration 33Q (2460.570000 sec): 3 clusters
  Score: Raw -345876.012430 + Penalty 3851.090819 = -342024.921611
  nChanged 7
		SP:Iteration 34Q (2460.580000 sec): 3 clusters
  Score: Raw -345880.974197 + Penalty 3851.090819 = -342029.883378
  nChanged 7
		SP:Iteration 35Q (2460.590000 sec): 3 clusters
  Score: Raw -345883.556993 + Penalty 3851.090819 = -342032.466173
  nChanged 7
		SP:Iteration 36Q (2460.600000 sec): 3 clusters
  Score: Raw -345888.988780 + Penalty 3851.090819 = -342037.897961
  nChanged 2
		SP:Iteration 37Q (2460.600000 sec): 3 clusters
  Score: Raw -345889.532914 + Penalty 3851.090819 = -342038.442094
  nChanged 0
		SP:Iteration 38F (2460.610000 sec): 3 clusters
  Score: Raw -345889.532914 + Penalty 3851.090819 = -342038.442094
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.620000 sec): 2 clusters
  Score: Raw -77809.852459 + Penalty 1571.093454 = -76238.759005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.620000 sec): 3 clusters
  Score: Raw -77840.518511 + Penalty 3142.186909 = -74698.331602
  nChanged 122
		SP:Iteration 1F (2460.620000 sec): 3 clusters
  Score: Raw -78100.053646 + Penalty 3142.186909 = -74957.866737
  nChanged 23
		SP:Iteration 2Q (2460.620000 sec): 3 clusters
  Score: Raw -78198.640470 + Penalty 3142.186909 = -75056.453562
  nChanged 16
		SP:Iteration 3Q (2460.630000 sec): 3 clusters
  Score: Raw -78274.517664 + Penalty 3142.186909 = -75132.330755
  nChanged 20
		SP:Iteration 4Q (2460.630000 sec): 3 clusters
  Score: Raw -78364.955844 + Penalty 3142.186909 = -75222.768935
  nChanged 24
		SP:Iteration 5Q (2460.630000 sec): 3 clusters
  Score: Raw -78418.990008 + Penalty 3142.186909 = -75276.803099
  nChanged 13
		SP:Iteration 6Q (2460.630000 sec): 3 clusters
  Score: Raw -78451.594584 + Penalty 3142.186909 = -75309.407675
  nChanged 18
		SP:Iteration 7Q (2460.640000 sec): 3 clusters
  Score: Raw -78496.001003 + Penalty 3142.186909 = -75353.814094
  nChanged 22
		SP:Iteration 8Q (2460.640000 sec): 3 clusters
  Score: Raw -78545.478291 + Penalty 3142.186909 = -75403.291382
  nChanged 23
		SP:Iteration 9Q (2460.640000 sec): 3 clusters
  Score: Raw -78596.774121 + Penalty 3142.186909 = -75454.587212
  nChanged 19
		SP:Iteration 10Q (2460.640000 sec): 3 clusters
  Score: Raw -78655.893029 + Penalty 3142.186909 = -75513.706121
  nChanged 17
		SP:Iteration 11Q (2460.640000 sec): 3 clusters
  Score: Raw -78724.793165 + Penalty 3142.186909 = -75582.606257
  nChanged 11
		SP:Iteration 12Q (2460.640000 sec): 3 clusters
  Score: Raw -78776.547913 + Penalty 3142.186909 = -75634.361004
  nChanged 5
		SP:Iteration 13Q (2460.650000 sec): 3 clusters
  Score: Raw -78794.492386 + Penalty 3142.186909 = -75652.305478
  nChanged 1
		SP:Iteration 14Q (2460.650000 sec): 3 clusters
  Score: Raw -78801.517055 + Penalty 3142.186909 = -75659.330147
  nChanged 2
		SP:Iteration 15Q (2460.650000 sec): 3 clusters
  Score: Raw -78808.845555 + Penalty 3142.186909 = -75666.658646
  nChanged 3
		SP:Iteration 16Q (2460.650000 sec): 3 clusters
  Score: Raw -78821.791201 + Penalty 3142.186909 = -75679.604293
  nChanged 2
		SP:Iteration 17Q (2460.660000 sec): 3 clusters
  Score: Raw -78825.329950 + Penalty 3142.186909 = -75683.143041
  nChanged 0
		SP:Iteration 18F (2460.660000 sec): 3 clusters
  Score: Raw -78825.329950 + Penalty 3142.186909 = -75683.143041
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.720000 sec): 2 clusters
  Score: Raw -2459821.203206 + Penalty 2427.025162 = -2457394.178045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.800000 sec): 3 clusters
  Score: Raw -2449576.125086 + Penalty 4854.050323 = -2444722.074763
  nChanged 7748
		SP:Iteration 1F (2460.870000 sec): 3 clusters
  Score: Raw -2453828.786920 + Penalty 4854.050323 = -2448974.736597
  nChanged 983
		SP:Iteration 2F (2460.950000 sec): 3 clusters
  Score: Raw -2454214.024259 + Penalty 4854.050323 = -2449359.973935
  nChanged 828
		SP:Iteration 3Q (2461.020000 sec): 3 clusters
  Score: Raw -2454527.482018 + Penalty 4854.050323 = -2449673.431695
  nChanged 712
		SP:Iteration 4Q (2461.100000 sec): 3 clusters
  Score: Raw -2454811.353151 + Penalty 4854.050323 = -2449957.302828
  nChanged 719
		SP:Iteration 5Q (2461.180000 sec): 3 clusters
  Score: Raw -2455107.366366 + Penalty 4854.050323 = -2450253.316043
  nChanged 711
		SP:Iteration 6Q (2461.250000 sec): 3 clusters
  Score: Raw -2455421.547099 + Penalty 4854.050323 = -2450567.496776
  nChanged 700
		SP:Iteration 7Q (2461.320000 sec): 3 clusters
  Score: Raw -2455755.204115 + Penalty 4854.050323 = -2450901.153792
  nChanged 716
		SP:Iteration 8Q (2461.400000 sec): 3 clusters
  Score: Raw -2456140.857054 + Penalty 4854.050323 = -2451286.806730
  nChanged 744
		SP:Iteration 9Q (2461.460000 sec): 3 clusters
  Score: Raw -2456543.482626 + Penalty 4854.050323 = -2451689.432303
  nChanged 753
		SP:Iteration 10Q (2461.530000 sec): 3 clusters
  Score: Raw -2456941.567754 + Penalty 4854.050323 = -2452087.517431
  nChanged 684
		SP:Iteration 11Q (2461.600000 sec): 3 clusters
  Score: Raw -2457310.890626 + Penalty 4854.050323 = -2452456.840303
  nChanged 611
		SP:Iteration 12Q (2461.660000 sec): 3 clusters
  Score: Raw -2457610.375093 + Penalty 4854.050323 = -2452756.324770
  nChanged 539
		SP:Iteration 13Q (2461.720000 sec): 3 clusters
  Score: Raw -2457860.876031 + Penalty 4854.050323 = -2453006.825708
  nChanged 445
		SP:Iteration 14Q (2461.790000 sec): 3 clusters
  Score: Raw -2458058.437223 + Penalty 4854.050323 = -2453204.386900
  nChanged 382
		SP:Iteration 15Q (2461.850000 sec): 3 clusters
  Score: Raw -2458220.948707 + Penalty 4854.050323 = -2453366.898383
  nChanged 335
		SP:Iteration 16Q (2461.910000 sec): 3 clusters
  Score: Raw -2458355.574494 + Penalty 4854.050323 = -2453501.524171
  nChanged 291
		SP:Iteration 17Q (2461.970000 sec): 3 clusters
  Score: Raw -2458464.472047 + Penalty 4854.050323 = -2453610.421724
  nChanged 267
		SP:Iteration 18Q (2462.040000 sec): 3 clusters
  Score: Raw -2458572.707027 + Penalty 4854.050323 = -2453718.656704
  nChanged 232
		SP:Iteration 19Q (2462.100000 sec): 3 clusters
  Score: Raw -2458660.771126 + Penalty 4854.050323 = -2453806.720803
  nChanged 234
		SP:Iteration 20F (2462.160000 sec): 3 clusters
  Score: Raw -2458736.820717 + Penalty 4854.050323 = -2453882.770394
  nChanged 195
		SP:Iteration 21Q (2462.220000 sec): 3 clusters
  Score: Raw -2458800.070334 + Penalty 4854.050323 = -2453946.020011
  nChanged 215
		SP:Iteration 22Q (2462.280000 sec): 3 clusters
  Score: Raw -2458869.918480 + Penalty 4854.050323 = -2454015.868157
  nChanged 188
		SP:Iteration 23Q (2462.340000 sec): 3 clusters
  Score: Raw -2458931.752319 + Penalty 4854.050323 = -2454077.701996
  nChanged 177
		SP:Iteration 24Q (2462.400000 sec): 3 clusters
  Score: Raw -2458998.799994 + Penalty 4854.050323 = -2454144.749671
  nChanged 187
		SP:Iteration 25Q (2462.450000 sec): 3 clusters
  Score: Raw -2459066.702205 + Penalty 4854.050323 = -2454212.651881
  nChanged 166
		SP:Iteration 26Q (2462.510000 sec): 3 clusters
  Score: Raw -2459127.425675 + Penalty 4854.050323 = -2454273.375352
  nChanged 174
		SP:Iteration 27Q (2462.570000 sec): 3 clusters
  Score: Raw -2459194.583808 + Penalty 4854.050323 = -2454340.533485
  nChanged 173
		SP:Iteration 28Q (2462.620000 sec): 3 clusters
  Score: Raw -2459259.281702 + Penalty 4854.050323 = -2454405.231378
  nChanged 177
		SP:Iteration 29Q (2462.680000 sec): 3 clusters
  Score: Raw -2459327.191554 + Penalty 4854.050323 = -2454473.141231
  nChanged 154
		SP:Iteration 30Q (2462.740000 sec): 3 clusters
  Score: Raw -2459386.594900 + Penalty 4854.050323 = -2454532.544577
  nChanged 159
		SP:Iteration 31Q (2462.790000 sec): 3 clusters
  Score: Raw -2459458.681768 + Penalty 4854.050323 = -2454604.631445
  nChanged 149
		SP:Iteration 32Q (2462.840000 sec): 3 clusters
  Score: Raw -2459527.218068 + Penalty 4854.050323 = -2454673.167745
  nChanged 137
		SP:Iteration 33Q (2462.900000 sec): 3 clusters
  Score: Raw -2459588.977060 + Penalty 4854.050323 = -2454734.926737
  nChanged 148
		SP:Iteration 34Q (2462.950000 sec): 3 clusters
  Score: Raw -2459653.373590 + Penalty 4854.050323 = -2454799.323266
  nChanged 134
		SP:Iteration 35Q (2463.010000 sec): 3 clusters
  Score: Raw -2459720.081801 + Penalty 4854.050323 = -2454866.031478
  nChanged 117
		SP:Iteration 36Q (2463.060000 sec): 3 clusters
  Score: Raw -2459782.256407 + Penalty 4854.050323 = -2454928.206083
  nChanged 125
		SP:Iteration 37Q (2463.110000 sec): 3 clusters
  Score: Raw -2459849.451966 + Penalty 4854.050323 = -2454995.401643
  nChanged 127
		SP:Iteration 38Q (2463.160000 sec): 3 clusters
  Score: Raw -2459905.947852 + Penalty 4854.050323 = -2455051.897528
  nChanged 99
		SP:Iteration 39Q (2463.220000 sec): 3 clusters
  Score: Raw -2459959.676636 + Penalty 4854.050323 = -2455105.626313
  nChanged 102
		SP:Iteration 40F (2463.280000 sec): 3 clusters
  Score: Raw -2460018.159460 + Penalty 4854.050323 = -2455164.109137
  nChanged 88
		SP:Iteration 41Q (2463.340000 sec): 3 clusters
  Score: Raw -2460069.457698 + Penalty 4854.050323 = -2455215.407375
  nChanged 64
		SP:Iteration 42Q (2463.380000 sec): 3 clusters
  Score: Raw -2460109.277147 + Penalty 4854.050323 = -2455255.226824
  nChanged 60
		SP:Iteration 43Q (2463.440000 sec): 3 clusters
  Score: Raw -2460137.064868 + Penalty 4854.050323 = -2455283.014544
  nChanged 48
		SP:Iteration 44Q (2463.490000 sec): 3 clusters
  Score: Raw -2460159.786677 + Penalty 4854.050323 = -2455305.736353
  nChanged 42
		SP:Iteration 45Q (2463.540000 sec): 3 clusters
  Score: Raw -2460181.411001 + Penalty 4854.050323 = -2455327.360678
  nChanged 33
		SP:Iteration 46Q (2463.590000 sec): 3 clusters
  Score: Raw -2460195.762372 + Penalty 4854.050323 = -2455341.712049
  nChanged 23
		SP:Iteration 47Q (2463.640000 sec): 3 clusters
  Score: Raw -2460207.972488 + Penalty 4854.050323 = -2455353.922165
  nChanged 30
		SP:Iteration 48Q (2463.690000 sec): 3 clusters
  Score: Raw -2460223.974241 + Penalty 4854.050323 = -2455369.923918
  nChanged 31
		SP:Iteration 49Q (2463.740000 sec): 3 clusters
  Score: Raw -2460239.788461 + Penalty 4854.050323 = -2455385.738138
  nChanged 32
		SP:Iteration 50Q (2463.790000 sec): 3 clusters
  Score: Raw -2460259.208636 + Penalty 4854.050323 = -2455405.158312
  nChanged 24
		SP:Iteration 51Q (2463.840000 sec): 3 clusters
  Score: Raw -2460274.755355 + Penalty 4854.050323 = -2455420.705032
  nChanged 21
		SP:Iteration 52Q (2463.890000 sec): 3 clusters
  Score: Raw -2460285.812769 + Penalty 4854.050323 = -2455431.762446
  nChanged 18
		SP:Iteration 53Q (2463.940000 sec): 3 clusters
  Score: Raw -2460295.983830 + Penalty 4854.050323 = -2455441.933507
  nChanged 16
		SP:Iteration 54Q (2463.990000 sec): 3 clusters
  Score: Raw -2460304.653251 + Penalty 4854.050323 = -2455450.602928
  nChanged 18
		SP:Iteration 55Q (2464.040000 sec): 3 clusters
  Score: Raw -2460313.522930 + Penalty 4854.050323 = -2455459.472607
  nChanged 12
		SP:Iteration 56Q (2464.090000 sec): 3 clusters
  Score: Raw -2460318.787722 + Penalty 4854.050323 = -2455464.737398
  nChanged 12
		SP:Iteration 57Q (2464.140000 sec): 3 clusters
  Score: Raw -2460325.008095 + Penalty 4854.050323 = -2455470.957772
  nChanged 11
		SP:Iteration 58Q (2464.180000 sec): 3 clusters
  Score: Raw -2460330.357231 + Penalty 4854.050323 = -2455476.306908
  nChanged 9
		SP:Iteration 59Q (2464.230000 sec): 3 clusters
  Score: Raw -2460334.257123 + Penalty 4854.050323 = -2455480.206800
  nChanged 9
		SP:Iteration 60F (2464.300000 sec): 3 clusters
  Score: Raw -2460337.769419 + Penalty 4854.050323 = -2455483.719095
  nChanged 4
		SP:Iteration 61Q (2464.350000 sec): 3 clusters
  Score: Raw -2460340.536719 + Penalty 4854.050323 = -2455486.486396
  nChanged 9
		SP:Iteration 62Q (2464.400000 sec): 3 clusters
  Score: Raw -2460344.370165 + Penalty 4854.050323 = -2455490.319842
  nChanged 4
		SP:Iteration 63Q (2464.450000 sec): 3 clusters
  Score: Raw -2460346.248943 + Penalty 4854.050323 = -2455492.198620
  nChanged 4
		SP:Iteration 64Q (2464.500000 sec): 3 clusters
  Score: Raw -2460348.167786 + Penalty 4854.050323 = -2455494.117463
  nChanged 2
		SP:Iteration 65Q (2464.540000 sec): 3 clusters
  Score: Raw -2460348.961917 + Penalty 4854.050323 = -2455494.911594
  nChanged 1
		SP:Iteration 66Q (2464.590000 sec): 3 clusters
  Score: Raw -2460349.408144 + Penalty 4854.050323 = -2455495.357821
  nChanged 1
		SP:Iteration 67Q (2464.640000 sec): 3 clusters
  Score: Raw -2460349.823461 + Penalty 4854.050323 = -2455495.773138
  nChanged 1
		SP:Iteration 68Q (2464.690000 sec): 3 clusters
  Score: Raw -2460350.147032 + Penalty 4854.050323 = -2455496.096709
  nChanged 0
		SP:Iteration 69F (2464.760000 sec): 3 clusters
  Score: Raw -2460350.147032 + Penalty 4854.050323 = -2455496.096709
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2464.780000 sec): 2 clusters
  Score: Raw -1055292.487816 + Penalty 2202.419695 = -1053090.068122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2464.810000 sec): 3 clusters
  Score: Raw -1051589.137129 + Penalty 4404.839390 = -1047184.297739
  nChanged 2884
		SP:Iteration 1F (2464.840000 sec): 3 clusters
  Score: Raw -1053189.574291 + Penalty 4404.839390 = -1048784.734901
  nChanged 495
		SP:Iteration 2F (2464.860000 sec): 3 clusters
  Score: Raw -1053437.781389 + Penalty 4404.839390 = -1049032.941999
  nChanged 339
		SP:Iteration 3Q (2464.890000 sec): 3 clusters
  Score: Raw -1053599.357947 + Penalty 4404.839390 = -1049194.518558
  nChanged 268
		SP:Iteration 4Q (2464.920000 sec): 3 clusters
  Score: Raw -1053712.777363 + Penalty 4404.839390 = -1049307.937974
  nChanged 224
		SP:Iteration 5Q (2464.940000 sec): 3 clusters
  Score: Raw -1053818.113267 + Penalty 4404.839390 = -1049413.273877
  nChanged 207
		SP:Iteration 6Q (2464.970000 sec): 3 clusters
  Score: Raw -1053903.348703 + Penalty 4404.839390 = -1049498.509313
  nChanged 174
		SP:Iteration 7Q (2465.000000 sec): 3 clusters
  Score: Raw -1053980.709418 + Penalty 4404.839390 = -1049575.870028
  nChanged 175
		SP:Iteration 8Q (2465.020000 sec): 3 clusters
  Score: Raw -1054056.482471 + Penalty 4404.839390 = -1049651.643081
  nChanged 182
		SP:Iteration 9Q (2465.050000 sec): 3 clusters
  Score: Raw -1054161.099858 + Penalty 4404.839390 = -1049756.260468
  nChanged 187
		SP:Iteration 10Q (2465.080000 sec): 3 clusters
  Score: Raw -1054268.368836 + Penalty 4404.839390 = -1049863.529447
  nChanged 188
		SP:Iteration 11Q (2465.100000 sec): 3 clusters
  Score: Raw -1054366.874341 + Penalty 4404.839390 = -1049962.034951
  nChanged 188
		SP:Iteration 12Q (2465.130000 sec): 3 clusters
  Score: Raw -1054471.818837 + Penalty 4404.839390 = -1050066.979447
  nChanged 191
		SP:Iteration 13Q (2465.160000 sec): 3 clusters
  Score: Raw -1054563.158454 + Penalty 4404.839390 = -1050158.319064
  nChanged 154
		SP:Iteration 14Q (2465.180000 sec): 3 clusters
  Score: Raw -1054649.381265 + Penalty 4404.839390 = -1050244.541876
  nChanged 188
		SP:Iteration 15Q (2465.200000 sec): 3 clusters
  Score: Raw -1054740.503172 + Penalty 4404.839390 = -1050335.663782
  nChanged 165
		SP:Iteration 16Q (2465.230000 sec): 3 clusters
  Score: Raw -1054820.744797 + Penalty 4404.839390 = -1050415.905407
  nChanged 140
		SP:Iteration 17Q (2465.260000 sec): 3 clusters
  Score: Raw -1054892.117199 + Penalty 4404.839390 = -1050487.277809
  nChanged 114
		SP:Iteration 18Q (2465.280000 sec): 3 clusters
  Score: Raw -1054953.290858 + Penalty 4404.839390 = -1050548.451468
  nChanged 141
		SP:Iteration 19Q (2465.310000 sec): 3 clusters
  Score: Raw -1055023.018149 + Penalty 4404.839390 = -1050618.178759
  nChanged 129
		SP:Iteration 20F (2465.330000 sec): 3 clusters
  Score: Raw -1055087.036141 + Penalty 4404.839390 = -1050682.196752
  nChanged 111
		SP:Iteration 21Q (2465.360000 sec): 3 clusters
  Score: Raw -1055141.257819 + Penalty 4404.839390 = -1050736.418430
  nChanged 116
		SP:Iteration 22Q (2465.380000 sec): 3 clusters
  Score: Raw -1055191.657275 + Penalty 4404.839390 = -1050786.817885
  nChanged 105
		SP:Iteration 23Q (2465.410000 sec): 3 clusters
  Score: Raw -1055241.617524 + Penalty 4404.839390 = -1050836.778134
  nChanged 94
		SP:Iteration 24Q (2465.430000 sec): 3 clusters
  Score: Raw -1055281.806168 + Penalty 4404.839390 = -1050876.966778
  nChanged 76
		SP:Iteration 25Q (2465.460000 sec): 3 clusters
  Score: Raw -1055314.326813 + Penalty 4404.839390 = -1050909.487423
  nChanged 71
		SP:Iteration 26Q (2465.480000 sec): 3 clusters
  Score: Raw -1055343.333019 + Penalty 4404.839390 = -1050938.493630
  nChanged 72
		SP:Iteration 27Q (2465.500000 sec): 3 clusters
  Score: Raw -1055374.796702 + Penalty 4404.839390 = -1050969.957312
  nChanged 54
		SP:Iteration 28Q (2465.530000 sec): 3 clusters
  Score: Raw -1055395.038564 + Penalty 4404.839390 = -1050990.199175
  nChanged 52
		SP:Iteration 29Q (2465.550000 sec): 3 clusters
  Score: Raw -1055414.696730 + Penalty 4404.839390 = -1051009.857340
  nChanged 42
		SP:Iteration 30Q (2465.580000 sec): 3 clusters
  Score: Raw -1055430.041607 + Penalty 4404.839390 = -1051025.202217
  nChanged 35
		SP:Iteration 31Q (2465.600000 sec): 3 clusters
  Score: Raw -1055440.124832 + Penalty 4404.839390 = -1051035.285442
  nChanged 28
		SP:Iteration 32Q (2465.620000 sec): 3 clusters
  Score: Raw -1055447.185194 + Penalty 4404.839390 = -1051042.345804
  nChanged 23
		SP:Iteration 33Q (2465.650000 sec): 3 clusters
  Score: Raw -1055452.635048 + Penalty 4404.839390 = -1051047.795658
  nChanged 14
		SP:Iteration 34Q (2465.670000 sec): 3 clusters
  Score: Raw -1055456.451870 + Penalty 4404.839390 = -1051051.612480
  nChanged 15
		SP:Iteration 35Q (2465.700000 sec): 3 clusters
  Score: Raw -1055460.053209 + Penalty 4404.839390 = -1051055.213819
  nChanged 8
		SP:Iteration 36Q (2465.720000 sec): 3 clusters
  Score: Raw -1055461.372428 + Penalty 4404.839390 = -1051056.533039
  nChanged 7
		SP:Iteration 37Q (2465.740000 sec): 3 clusters
  Score: Raw -1055462.429931 + Penalty 4404.839390 = -1051057.590542
  nChanged 1
		SP:Iteration 38Q (2465.770000 sec): 3 clusters
  Score: Raw -1055462.513034 + Penalty 4404.839390 = -1051057.673644
  nChanged 3
		SP:Iteration 39Q (2465.790000 sec): 3 clusters
  Score: Raw -1055463.289305 + Penalty 4404.839390 = -1051058.449915
  nChanged 4
		SP:Iteration 40F (2465.820000 sec): 3 clusters
  Score: Raw -1055464.119871 + Penalty 4404.839390 = -1051059.280481
  nChanged 3
		SP:Iteration 41Q (2465.840000 sec): 3 clusters
  Score: Raw -1055464.632871 + Penalty 4404.839390 = -1051059.793481
  nChanged 2
		SP:Iteration 42Q (2465.870000 sec): 3 clusters
  Score: Raw -1055464.918051 + Penalty 4404.839390 = -1051060.078662
  nChanged 0
		SP:Iteration 43F (2465.890000 sec): 3 clusters
  Score: Raw -1055464.918051 + Penalty 4404.839390 = -1051060.078662
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (100023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2466.240000 sec): 2 clusters
  Score: Raw -14781034.940406 + Penalty 2855.262549 = -14778179.677858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2466.620000 sec): 3 clusters
  Score: Raw -14717072.382328 + Penalty 5710.525098 = -14711361.857231
  nChanged 47107
		SP:Iteration 1F (2467.000000 sec): 3 clusters
  Score: Raw -14743432.637807 + Penalty 5710.525098 = -14737722.112710
  nChanged 3237
		SP:Iteration 2Q (2467.380000 sec): 3 clusters
  Score: Raw -14744191.325646 + Penalty 5710.525098 = -14738480.800548
  nChanged 3338
		SP:Iteration 3Q (2467.770000 sec): 3 clusters
  Score: Raw -14745066.514005 + Penalty 5710.525098 = -14739355.988907
  nChanged 3630
		SP:Iteration 4Q (2468.150000 sec): 3 clusters
  Score: Raw -14746217.130465 + Penalty 5710.525098 = -14740506.605367
  nChanged 4348
		SP:Iteration 5Q (2468.530000 sec): 3 clusters
  Score: Raw -14748030.303894 + Penalty 5710.525098 = -14742319.778797
  nChanged 5608
		SP:Iteration 6F (2468.910000 sec): 3 clusters
  Score: Raw -14751141.096314 + Penalty 5710.525098 = -14745430.571216
  nChanged 7093
		SP:Iteration 7F (2469.280000 sec): 3 clusters
  Score: Raw -14756173.380245 + Penalty 5710.525098 = -14750462.855147
  nChanged 8115
		SP:Iteration 8F (2469.660000 sec): 3 clusters
  Score: Raw -14763042.319986 + Penalty 5710.525098 = -14757331.794888
  nChanged 7639
		SP:Iteration 9F (2470.030000 sec): 3 clusters
  Score: Raw -14770124.534967 + Penalty 5710.525098 = -14764414.009870
  nChanged 5830
		SP:Iteration 10F (2470.410000 sec): 3 clusters
  Score: Raw -14775640.553666 + Penalty 5710.525098 = -14769930.028569
  nChanged 3374
		SP:Iteration 11Q (2470.760000 sec): 3 clusters
  Score: Raw -14778721.024325 + Penalty 5710.525098 = -14773010.499228
  nChanged 1675
		SP:Iteration 12Q (2471.080000 sec): 3 clusters
  Score: Raw -14780190.620199 + Penalty 5710.525098 = -14774480.095101
  nChanged 733
		SP:Iteration 13Q (2471.380000 sec): 3 clusters
  Score: Raw -14780806.406346 + Penalty 5710.525098 = -14775095.881249
  nChanged 290
		SP:Iteration 14Q (2471.660000 sec): 3 clusters
  Score: Raw -14781070.659063 + Penalty 5710.525098 = -14775360.133965
  nChanged 152
		SP:Iteration 15Q (2471.930000 sec): 3 clusters
  Score: Raw -14781199.968556 + Penalty 5710.525098 = -14775489.443459
  nChanged 75
		SP:Iteration 16Q (2472.200000 sec): 3 clusters
  Score: Raw -14781264.945925 + Penalty 5710.525098 = -14775554.420828
  nChanged 49
		SP:Iteration 17Q (2472.470000 sec): 3 clusters
  Score: Raw -14781313.412647 + Penalty 5710.525098 = -14775602.887549
  nChanged 27
		SP:Iteration 18Q (2472.740000 sec): 3 clusters
  Score: Raw -14781339.610662 + Penalty 5710.525098 = -14775629.085565
  nChanged 17
		SP:Iteration 19Q (2473.010000 sec): 3 clusters
  Score: Raw -14781355.153864 + Penalty 5710.525098 = -14775644.628767
  nChanged 16
		SP:Iteration 20F (2473.370000 sec): 3 clusters
  Score: Raw -14781369.257370 + Penalty 5710.525098 = -14775658.732272
  nChanged 13
		SP:Iteration 21Q (2473.640000 sec): 3 clusters
  Score: Raw -14781381.470074 + Penalty 5710.525098 = -14775670.944977
  nChanged 9
		SP:Iteration 22Q (2473.910000 sec): 3 clusters
  Score: Raw -14781391.782282 + Penalty 5710.525098 = -14775681.257185
  nChanged 10
		SP:Iteration 23Q (2474.170000 sec): 3 clusters
  Score: Raw -14781405.536957 + Penalty 5710.525098 = -14775695.011859
  nChanged 10
		SP:Iteration 24Q (2474.440000 sec): 3 clusters
  Score: Raw -14781414.150146 + Penalty 5710.525098 = -14775703.625048
  nChanged 10
		SP:Iteration 25Q (2474.700000 sec): 3 clusters
  Score: Raw -14781424.239110 + Penalty 5710.525098 = -14775713.714012
  nChanged 9
		SP:Iteration 26Q (2474.970000 sec): 3 clusters
  Score: Raw -14781431.419405 + Penalty 5710.525098 = -14775720.894308
  nChanged 6
		SP:Iteration 27Q (2475.230000 sec): 3 clusters
  Score: Raw -14781437.004049 + Penalty 5710.525098 = -14775726.478952
  nChanged 7
		SP:Iteration 28Q (2475.490000 sec): 3 clusters
  Score: Raw -14781445.585401 + Penalty 5710.525098 = -14775735.060304
  nChanged 4
		SP:Iteration 29Q (2475.760000 sec): 3 clusters
  Score: Raw -14781449.213386 + Penalty 5710.525098 = -14775738.688288
  nChanged 4
		SP:Iteration 30Q (2476.020000 sec): 3 clusters
  Score: Raw -14781453.479901 + Penalty 5710.525098 = -14775742.954804
  nChanged 5
		SP:Iteration 31Q (2476.290000 sec): 3 clusters
  Score: Raw -14781457.364866 + Penalty 5710.525098 = -14775746.839769
  nChanged 5
		SP:Iteration 32Q (2476.550000 sec): 3 clusters
  Score: Raw -14781461.992698 + Penalty 5710.525098 = -14775751.467601
  nChanged 2
		SP:Iteration 33Q (2476.810000 sec): 3 clusters
  Score: Raw -14781465.368115 + Penalty 5710.525098 = -14775754.843017
  nChanged 4
		SP:Iteration 34Q (2477.080000 sec): 3 clusters
  Score: Raw -14781468.536598 + Penalty 5710.525098 = -14775758.011501
  nChanged 1
		SP:Iteration 35Q (2477.340000 sec): 3 clusters
  Score: Raw -14781469.453504 + Penalty 5710.525098 = -14775758.928407
  nChanged 1
		SP:Iteration 36Q (2477.600000 sec): 3 clusters
  Score: Raw -14781470.213288 + Penalty 5710.525098 = -14775759.688190
  nChanged 0
		SP:Iteration 37F (2477.970000 sec): 3 clusters
  Score: Raw -14781470.213288 + Penalty 5710.525098 = -14775759.688190
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (258745 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2478.810000 sec): 2 clusters
  Score: Raw -38294901.842337 + Penalty 3090.972378 = -38291810.869958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2479.790000 sec): 3 clusters
  Score: Raw -38123989.412410 + Penalty 6181.944757 = -38117807.467653
  nChanged 125301
		SP:Iteration 1F (2480.770000 sec): 3 clusters
  Score: Raw -38197609.122631 + Penalty 6181.944757 = -38191427.177875
  nChanged 6652
		SP:Iteration 2Q (2481.760000 sec): 3 clusters
  Score: Raw -38198854.424568 + Penalty 6181.944757 = -38192672.479812
  nChanged 7129
		SP:Iteration 3Q (2482.760000 sec): 3 clusters
  Score: Raw -38200430.774583 + Penalty 6181.944757 = -38194248.829826
  nChanged 8088
		SP:Iteration 4Q (2483.760000 sec): 3 clusters
  Score: Raw -38202493.283340 + Penalty 6181.944757 = -38196311.338583
  nChanged 9205
		SP:Iteration 5Q (2484.760000 sec): 3 clusters
  Score: Raw -38205318.457073 + Penalty 6181.944757 = -38199136.512316
  nChanged 10523
		SP:Iteration 6Q (2485.750000 sec): 3 clusters
  Score: Raw -38209120.067881 + Penalty 6181.944757 = -38202938.123124
  nChanged 12006
		SP:Iteration 7Q (2486.750000 sec): 3 clusters
  Score: Raw -38214329.978670 + Penalty 6181.944757 = -38208148.033913
  nChanged 13211
		SP:Iteration 8F (2487.720000 sec): 3 clusters
  Score: Raw -38220888.850321 + Penalty 6181.944757 = -38214706.905564
  nChanged 14129
		SP:Iteration 9F (2488.700000 sec): 3 clusters
  Score: Raw -38229033.279151 + Penalty 6181.944757 = -38222851.334394
  nChanged 14169
		SP:Iteration 10F (2489.670000 sec): 3 clusters
  Score: Raw -38238122.215046 + Penalty 6181.944757 = -38231940.270289
  nChanged 13362
		SP:Iteration 11F (2490.640000 sec): 3 clusters
  Score: Raw -38246822.657799 + Penalty 6181.944757 = -38240640.713042
  nChanged 11209
		SP:Iteration 12Q (2491.620000 sec): 3 clusters
  Score: Raw -38252740.952606 + Penalty 6181.944757 = -38246559.007850
  nChanged 7945
		SP:Iteration 13Q (2492.580000 sec): 3 clusters
  Score: Raw -38255783.365908 + Penalty 6181.944757 = -38249601.421152
  nChanged 5419
		SP:Iteration 14Q (2493.520000 sec): 3 clusters
  Score: Raw -38257587.333003 + Penalty 6181.944757 = -38251405.388247
  nChanged 4634
		SP:Iteration 15Q (2494.450000 sec): 3 clusters
  Score: Raw -38259173.546858 + Penalty 6181.944757 = -38252991.602101
  nChanged 4823
		SP:Iteration 16Q (2495.380000 sec): 3 clusters
  Score: Raw -38260899.951502 + Penalty 6181.944757 = -38254718.006745
  nChanged 4958
		SP:Iteration 17Q (2496.310000 sec): 3 clusters
  Score: Raw -38262791.746885 + Penalty 6181.944757 = -38256609.802128
  nChanged 5107
		SP:Iteration 18Q (2497.220000 sec): 3 clusters
  Score: Raw -38264902.441431 + Penalty 6181.944757 = -38258720.496675
  nChanged 5345
		SP:Iteration 19Q (2498.120000 sec): 3 clusters
  Score: Raw -38267275.982186 + Penalty 6181.944757 = -38261094.037429
  nChanged 5407
		SP:Iteration 20F (2499.100000 sec): 3 clusters
  Score: Raw -38269795.537432 + Penalty 6181.944757 = -38263613.592676
  nChanged 5232
		SP:Iteration 21Q (2499.970000 sec): 3 clusters
  Score: Raw -38272325.815828 + Penalty 6181.944757 = -38266143.871072
  nChanged 5043
		SP:Iteration 22Q (2500.820000 sec): 3 clusters
  Score: Raw -38274885.378082 + Penalty 6181.944757 = -38268703.433326
  nChanged 4776
		SP:Iteration 23Q (2501.670000 sec): 3 clusters
  Score: Raw -38277326.002069 + Penalty 6181.944757 = -38271144.057312
  nChanged 4243
		SP:Iteration 24Q (2502.490000 sec): 3 clusters
  Score: Raw -38279499.515449 + Penalty 6181.944757 = -38273317.570692
  nChanged 3837
		SP:Iteration 25Q (2503.300000 sec): 3 clusters
  Score: Raw -38281443.748414 + Penalty 6181.944757 = -38275261.803657
  nChanged 3452
		SP:Iteration 26Q (2504.100000 sec): 3 clusters
  Score: Raw -38283171.261315 + Penalty 6181.944757 = -38276989.316558
  nChanged 3138
		SP:Iteration 27Q (2504.880000 sec): 3 clusters
  Score: Raw -38284707.341059 + Penalty 6181.944757 = -38278525.396302
  nChanged 2723
		SP:Iteration 28Q (2505.650000 sec): 3 clusters
  Score: Raw -38285977.418542 + Penalty 6181.944757 = -38279795.473786
  nChanged 2431
		SP:Iteration 29Q (2506.400000 sec): 3 clusters
  Score: Raw -38287098.371133 + Penalty 6181.944757 = -38280916.426377
  nChanged 2154
		SP:Iteration 30Q (2507.150000 sec): 3 clusters
  Score: Raw -38288087.592552 + Penalty 6181.944757 = -38281905.647796
  nChanged 1941
		SP:Iteration 31Q (2507.880000 sec): 3 clusters
  Score: Raw -38288919.980716 + Penalty 6181.944757 = -38282738.035959
  nChanged 1667
		SP:Iteration 32Q (2508.610000 sec): 3 clusters
  Score: Raw -38289616.465615 + Penalty 6181.944757 = -38283434.520858
  nChanged 1536
		SP:Iteration 33Q (2509.330000 sec): 3 clusters
  Score: Raw -38290231.036140 + Penalty 6181.944757 = -38284049.091384
  nChanged 1345
		SP:Iteration 34Q (2510.050000 sec): 3 clusters
  Score: Raw -38290745.782145 + Penalty 6181.944757 = -38284563.837388
  nChanged 1212
		SP:Iteration 35Q (2510.760000 sec): 3 clusters
  Score: Raw -38291229.841766 + Penalty 6181.944757 = -38285047.897010
  nChanged 1125
		SP:Iteration 36Q (2511.470000 sec): 3 clusters
  Score: Raw -38291680.521829 + Penalty 6181.944757 = -38285498.577073
  nChanged 980
		SP:Iteration 37Q (2512.320000 sec): 3 clusters
  Score: Raw -38292052.604411 + Penalty 6181.944757 = -38285870.659654
  nChanged 875
		SP:Iteration 38Q (2513.090000 sec): 3 clusters
  Score: Raw -38292390.668726 + Penalty 6181.944757 = -38286208.723970
  nChanged 793
		SP:Iteration 39Q (2513.780000 sec): 3 clusters
  Score: Raw -38292703.636168 + Penalty 6181.944757 = -38286521.691411
  nChanged 731
		SP:Iteration 40F (2514.730000 sec): 3 clusters
  Score: Raw -38292988.510031 + Penalty 6181.944757 = -38286806.565274
  nChanged 646
		SP:Iteration 41Q (2515.420000 sec): 3 clusters
  Score: Raw -38293235.897532 + Penalty 6181.944757 = -38287053.952775
  nChanged 600
		SP:Iteration 42Q (2516.100000 sec): 3 clusters
  Score: Raw -38293466.019868 + Penalty 6181.944757 = -38287284.075111
  nChanged 503
		SP:Iteration 43Q (2516.790000 sec): 3 clusters
  Score: Raw -38293651.082881 + Penalty 6181.944757 = -38287469.138124
  nChanged 482
		SP:Iteration 44Q (2517.470000 sec): 3 clusters
  Score: Raw -38293836.392261 + Penalty 6181.944757 = -38287654.447505
  nChanged 441
		SP:Iteration 45Q (2518.150000 sec): 3 clusters
  Score: Raw -38294011.507781 + Penalty 6181.944757 = -38287829.563024
  nChanged 417
		SP:Iteration 46Q (2518.820000 sec): 3 clusters
  Score: Raw -38294185.170954 + Penalty 6181.944757 = -38288003.226198
  nChanged 360
		SP:Iteration 47Q (2519.500000 sec): 3 clusters
  Score: Raw -38294334.382958 + Penalty 6181.944757 = -38288152.438201
  nChanged 351
		SP:Iteration 48Q (2520.180000 sec): 3 clusters
  Score: Raw -38294476.709557 + Penalty 6181.944757 = -38288294.764801
  nChanged 299
		SP:Iteration 49Q (2520.850000 sec): 3 clusters
  Score: Raw -38294600.909053 + Penalty 6181.944757 = -38288418.964297
  nChanged 250
		SP:Iteration 50Q (2521.520000 sec): 3 clusters
  Score: Raw -38294704.255930 + Penalty 6181.944757 = -38288522.311173
  nChanged 222
		SP:Iteration 51Q (2522.200000 sec): 3 clusters
  Score: Raw -38294789.491488 + Penalty 6181.944757 = -38288607.546732
  nChanged 187
		SP:Iteration 52Q (2522.900000 sec): 3 clusters
  Score: Raw -38294861.178228 + Penalty 6181.944757 = -38288679.233472
  nChanged 148
		SP:Iteration 53Q (2523.630000 sec): 3 clusters
  Score: Raw -38294913.594651 + Penalty 6181.944757 = -38288731.649894
  nChanged 117
		SP:Iteration 54Q (2524.350000 sec): 3 clusters
  Score: Raw -38294954.906402 + Penalty 6181.944757 = -38288772.961645
  nChanged 121
		SP:Iteration 55Q (2525.070000 sec): 3 clusters
  Score: Raw -38295000.198658 + Penalty 6181.944757 = -38288818.253902
  nChanged 102
		SP:Iteration 56Q (2525.790000 sec): 3 clusters
  Score: Raw -38295039.543598 + Penalty 6181.944757 = -38288857.598841
  nChanged 93
		SP:Iteration 57Q (2526.510000 sec): 3 clusters
  Score: Raw -38295073.424493 + Penalty 6181.944757 = -38288891.479736
  nChanged 74
		SP:Iteration 58Q (2527.230000 sec): 3 clusters
  Score: Raw -38295100.077896 + Penalty 6181.944757 = -38288918.133139
  nChanged 66
		SP:Iteration 59Q (2527.960000 sec): 3 clusters
  Score: Raw -38295129.382208 + Penalty 6181.944757 = -38288947.437451
  nChanged 65
		SP:Iteration 60F (2528.910000 sec): 3 clusters
  Score: Raw -38295155.045999 + Penalty 6181.944757 = -38288973.101243
  nChanged 54
		SP:Iteration 61Q (2529.580000 sec): 3 clusters
  Score: Raw -38295174.092385 + Penalty 6181.944757 = -38288992.147628
  nChanged 50
		SP:Iteration 62Q (2530.250000 sec): 3 clusters
  Score: Raw -38295190.254272 + Penalty 6181.944757 = -38289008.309515
  nChanged 41
		SP:Iteration 63Q (2530.920000 sec): 3 clusters
  Score: Raw -38295206.498874 + Penalty 6181.944757 = -38289024.554117
  nChanged 34
		SP:Iteration 64Q (2531.590000 sec): 3 clusters
  Score: Raw -38295218.317924 + Penalty 6181.944757 = -38289036.373167
  nChanged 26
		SP:Iteration 65Q (2532.250000 sec): 3 clusters
  Score: Raw -38295226.649995 + Penalty 6181.944757 = -38289044.705238
  nChanged 31
		SP:Iteration 66Q (2532.920000 sec): 3 clusters
  Score: Raw -38295237.443135 + Penalty 6181.944757 = -38289055.498378
  nChanged 30
		SP:Iteration 67Q (2533.590000 sec): 3 clusters
  Score: Raw -38295248.373235 + Penalty 6181.944757 = -38289066.428478
  nChanged 28
		SP:Iteration 68Q (2534.250000 sec): 3 clusters
  Score: Raw -38295257.800990 + Penalty 6181.944757 = -38289075.856234
  nChanged 25
		SP:Iteration 69Q (2534.920000 sec): 3 clusters
  Score: Raw -38295265.876499 + Penalty 6181.944757 = -38289083.931743
  nChanged 23
		SP:Iteration 70Q (2535.590000 sec): 3 clusters
  Score: Raw -38295272.854538 + Penalty 6181.944757 = -38289090.909782
  nChanged 19
		SP:Iteration 71Q (2536.260000 sec): 3 clusters
  Score: Raw -38295281.037926 + Penalty 6181.944757 = -38289099.093170
  nChanged 18
		SP:Iteration 72Q (2536.930000 sec): 3 clusters
  Score: Raw -38295287.907751 + Penalty 6181.944757 = -38289105.962995
  nChanged 8
		SP:Iteration 73Q (2537.600000 sec): 3 clusters
  Score: Raw -38295290.850546 + Penalty 6181.944757 = -38289108.905789
  nChanged 6
		SP:Iteration 74Q (2538.260000 sec): 3 clusters
  Score: Raw -38295292.899049 + Penalty 6181.944757 = -38289110.954293
  nChanged 4
		SP:Iteration 75Q (2538.930000 sec): 3 clusters
  Score: Raw -38295294.318680 + Penalty 6181.944757 = -38289112.373923
  nChanged 3
		SP:Iteration 76Q (2539.590000 sec): 3 clusters
  Score: Raw -38295295.187381 + Penalty 6181.944757 = -38289113.242624
  nChanged 0
		SP:Iteration 77F (2540.540000 sec): 3 clusters
  Score: Raw -38295295.187381 + Penalty 6181.944757 = -38289113.242624
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2540.640000 sec): 2 clusters
  Score: Raw -64181.902047 + Penalty 1533.668925 = -62648.233122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2540.650000 sec): 3 clusters
  Score: Raw -64197.048407 + Penalty 3067.337850 = -61129.710557
  nChanged 90
		SP:Iteration 1F (2540.650000 sec): 3 clusters
  Score: Raw -64407.119896 + Penalty 3067.337850 = -61339.782046
  nChanged 29
		SP:Iteration 2F (2540.650000 sec): 3 clusters
  Score: Raw -64534.082955 + Penalty 3067.337850 = -61466.745106
  nChanged 21
		SP:Iteration 3Q (2540.650000 sec): 3 clusters
  Score: Raw -64617.488174 + Penalty 3067.337850 = -61550.150324
  nChanged 13
		SP:Iteration 4Q (2540.650000 sec): 3 clusters
  Score: Raw -64666.148884 + Penalty 3067.337850 = -61598.811034
  nChanged 8
		SP:Iteration 5Q (2540.660000 sec): 3 clusters
  Score: Raw -64731.553324 + Penalty 3067.337850 = -61664.215474
  nChanged 12
		SP:Iteration 6Q (2540.660000 sec): 3 clusters
  Score: Raw -64781.593651 + Penalty 3067.337850 = -61714.255801
  nChanged 9
		SP:Iteration 7Q (2540.660000 sec): 3 clusters
  Score: Raw -64811.934758 + Penalty 3067.337850 = -61744.596908
  nChanged 7
		SP:Iteration 8Q (2540.660000 sec): 3 clusters
  Score: Raw -64833.935212 + Penalty 3067.337850 = -61766.597362
  nChanged 6
		SP:Iteration 9Q (2540.660000 sec): 3 clusters
  Score: Raw -64847.091803 + Penalty 3067.337850 = -61779.753953
  nChanged 4
		SP:Iteration 10Q (2540.660000 sec): 3 clusters
  Score: Raw -64858.392177 + Penalty 3067.337850 = -61791.054327
  nChanged 5
		SP:Iteration 11Q (2540.660000 sec): 3 clusters
  Score: Raw -64878.434370 + Penalty 3067.337850 = -61811.096520
  nChanged 2
		SP:Iteration 12Q (2540.670000 sec): 3 clusters
  Score: Raw -64883.393551 + Penalty 3067.337850 = -61816.055701
  nChanged 0
		SP:Iteration 13F (2540.670000 sec): 3 clusters
  Score: Raw -64883.393551 + Penalty 3067.337850 = -61816.055701
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (7490 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2540.700000 sec): 2 clusters
  Score: Raw -1075610.939530 + Penalty 2212.488371 = -1073398.451159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2540.720000 sec): 3 clusters
  Score: Raw -1071750.462127 + Penalty 4424.976742 = -1067325.485385
  nChanged 3003
		SP:Iteration 1F (2540.750000 sec): 3 clusters
  Score: Raw -1073411.133473 + Penalty 4424.976742 = -1068986.156732
  nChanged 542
		SP:Iteration 2F (2540.780000 sec): 3 clusters
  Score: Raw -1073712.242606 + Penalty 4424.976742 = -1069287.265864
  nChanged 427
		SP:Iteration 3F (2540.800000 sec): 3 clusters
  Score: Raw -1073942.477076 + Penalty 4424.976742 = -1069517.500334
  nChanged 315
		SP:Iteration 4Q (2540.830000 sec): 3 clusters
  Score: Raw -1074102.851171 + Penalty 4424.976742 = -1069677.874429
  nChanged 262
		SP:Iteration 5Q (2540.860000 sec): 3 clusters
  Score: Raw -1074228.732860 + Penalty 4424.976742 = -1069803.756118
  nChanged 235
		SP:Iteration 6Q (2540.880000 sec): 3 clusters
  Score: Raw -1074352.684275 + Penalty 4424.976742 = -1069927.707533
  nChanged 232
		SP:Iteration 7Q (2540.910000 sec): 3 clusters
  Score: Raw -1074479.931672 + Penalty 4424.976742 = -1070054.954930
  nChanged 221
		SP:Iteration 8Q (2540.940000 sec): 3 clusters
  Score: Raw -1074595.876888 + Penalty 4424.976742 = -1070170.900146
  nChanged 200
		SP:Iteration 9Q (2540.970000 sec): 3 clusters
  Score: Raw -1074722.740845 + Penalty 4424.976742 = -1070297.764103
  nChanged 193
		SP:Iteration 10Q (2541.000000 sec): 3 clusters
  Score: Raw -1074850.696242 + Penalty 4424.976742 = -1070425.719500
  nChanged 205
		SP:Iteration 11Q (2541.020000 sec): 3 clusters
  Score: Raw -1074983.992798 + Penalty 4424.976742 = -1070559.016056
  nChanged 182
		SP:Iteration 12Q (2541.050000 sec): 3 clusters
  Score: Raw -1075100.757508 + Penalty 4424.976742 = -1070675.780766
  nChanged 192
		SP:Iteration 13Q (2541.070000 sec): 3 clusters
  Score: Raw -1075213.781634 + Penalty 4424.976742 = -1070788.804892
  nChanged 166
		SP:Iteration 14Q (2541.100000 sec): 3 clusters
  Score: Raw -1075323.797496 + Penalty 4424.976742 = -1070898.820754
  nChanged 141
		SP:Iteration 15Q (2541.120000 sec): 3 clusters
  Score: Raw -1075425.767193 + Penalty 4424.976742 = -1071000.790451
  nChanged 140
		SP:Iteration 16Q (2541.150000 sec): 3 clusters
  Score: Raw -1075515.354806 + Penalty 4424.976742 = -1071090.378064
  nChanged 144
		SP:Iteration 17Q (2541.180000 sec): 3 clusters
  Score: Raw -1075609.750206 + Penalty 4424.976742 = -1071184.773464
  nChanged 113
		SP:Iteration 18Q (2541.200000 sec): 3 clusters
  Score: Raw -1075683.940433 + Penalty 4424.976742 = -1071258.963691
  nChanged 113
		SP:Iteration 19Q (2541.220000 sec): 3 clusters
  Score: Raw -1075763.091437 + Penalty 4424.976742 = -1071338.114695
  nChanged 94
		SP:Iteration 20F (2541.250000 sec): 3 clusters
  Score: Raw -1075827.360179 + Penalty 4424.976742 = -1071402.383437
  nChanged 73
		SP:Iteration 21Q (2541.280000 sec): 3 clusters
  Score: Raw -1075870.405305 + Penalty 4424.976742 = -1071445.428563
  nChanged 59
		SP:Iteration 22Q (2541.300000 sec): 3 clusters
  Score: Raw -1075913.424821 + Penalty 4424.976742 = -1071488.448079
  nChanged 72
		SP:Iteration 23Q (2541.320000 sec): 3 clusters
  Score: Raw -1075964.438420 + Penalty 4424.976742 = -1071539.461678
  nChanged 55
		SP:Iteration 24Q (2541.350000 sec): 3 clusters
  Score: Raw -1075993.692772 + Penalty 4424.976742 = -1071568.716030
  nChanged 50
		SP:Iteration 25Q (2541.370000 sec): 3 clusters
  Score: Raw -1076029.926301 + Penalty 4424.976742 = -1071604.949560
  nChanged 46
		SP:Iteration 26Q (2541.390000 sec): 3 clusters
  Score: Raw -1076064.084310 + Penalty 4424.976742 = -1071639.107568
  nChanged 39
		SP:Iteration 27Q (2541.420000 sec): 3 clusters
  Score: Raw -1076097.053937 + Penalty 4424.976742 = -1071672.077195
  nChanged 39
		SP:Iteration 28Q (2541.440000 sec): 3 clusters
  Score: Raw -1076126.942379 + Penalty 4424.976742 = -1071701.965637
  nChanged 35
		SP:Iteration 29Q (2541.460000 sec): 3 clusters
  Score: Raw -1076152.019793 + Penalty 4424.976742 = -1071727.043051
  nChanged 27
		SP:Iteration 30Q (2541.480000 sec): 3 clusters
  Score: Raw -1076169.466709 + Penalty 4424.976742 = -1071744.489967
  nChanged 23
		SP:Iteration 31Q (2541.500000 sec): 3 clusters
  Score: Raw -1076183.507614 + Penalty 4424.976742 = -1071758.530872
  nChanged 16
		SP:Iteration 32Q (2541.520000 sec): 3 clusters
  Score: Raw -1076193.576003 + Penalty 4424.976742 = -1071768.599261
  nChanged 14
		SP:Iteration 33Q (2541.550000 sec): 3 clusters
  Score: Raw -1076209.073701 + Penalty 4424.976742 = -1071784.096959
  nChanged 21
		SP:Iteration 34Q (2541.570000 sec): 3 clusters
  Score: Raw -1076226.182315 + Penalty 4424.976742 = -1071801.205573
  nChanged 14
		SP:Iteration 35Q (2541.590000 sec): 3 clusters
  Score: Raw -1076235.893280 + Penalty 4424.976742 = -1071810.916538
  nChanged 11
		SP:Iteration 36Q (2541.610000 sec): 3 clusters
  Score: Raw -1076241.881229 + Penalty 4424.976742 = -1071816.904487
  nChanged 10
		SP:Iteration 37Q (2541.630000 sec): 3 clusters
  Score: Raw -1076248.099464 + Penalty 4424.976742 = -1071823.122722
  nChanged 14
		SP:Iteration 38Q (2541.660000 sec): 3 clusters
  Score: Raw -1076256.586483 + Penalty 4424.976742 = -1071831.609741
  nChanged 4
		SP:Iteration 39Q (2541.680000 sec): 3 clusters
  Score: Raw -1076259.244449 + Penalty 4424.976742 = -1071834.267707
  nChanged 5
		SP:Iteration 40F (2541.700000 sec): 3 clusters
  Score: Raw -1076262.429285 + Penalty 4424.976742 = -1071837.452543
  nChanged 5
		SP:Iteration 41Q (2541.720000 sec): 3 clusters
  Score: Raw -1076264.419646 + Penalty 4424.976742 = -1071839.442904
  nChanged 2
		SP:Iteration 42Q (2541.750000 sec): 3 clusters
  Score: Raw -1076265.733670 + Penalty 4424.976742 = -1071840.756928
  nChanged 0
		SP:Iteration 43F (2541.770000 sec): 3 clusters
  Score: Raw -1076265.733670 + Penalty 4424.976742 = -1071840.756928
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2541.780000 sec): 2 clusters
  Score: Raw -44434.578259 + Penalty 1441.904372 = -42992.673887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2541.780000 sec): 3 clusters
  Score: Raw -44612.963636 + Penalty 2883.808744 = -41729.154892
  nChanged 53
		SP:Iteration 1F (2541.780000 sec): 3 clusters
  Score: Raw -44836.449690 + Penalty 2883.808744 = -41952.640946
  nChanged 17
		SP:Iteration 2F (2541.780000 sec): 3 clusters
  Score: Raw -44905.273484 + Penalty 2883.808744 = -42021.464740
  nChanged 7
		SP:Iteration 3Q (2541.780000 sec): 3 clusters
  Score: Raw -44931.177552 + Penalty 2883.808744 = -42047.368808
  nChanged 6
		SP:Iteration 4Q (2541.780000 sec): 3 clusters
  Score: Raw -44964.541965 + Penalty 2883.808744 = -42080.733221
  nChanged 5
		SP:Iteration 5Q (2541.790000 sec): 3 clusters
  Score: Raw -44986.632943 + Penalty 2883.808744 = -42102.824199
  nChanged 5
		SP:Iteration 6Q (2541.790000 sec): 3 clusters
  Score: Raw -45007.358051 + Penalty 2883.808744 = -42123.549307
  nChanged 2
		SP:Iteration 7Q (2541.790000 sec): 3 clusters
  Score: Raw -45018.303287 + Penalty 2883.808744 = -42134.494543
  nChanged 1
		SP:Iteration 8Q (2541.790000 sec): 3 clusters
  Score: Raw -45022.399891 + Penalty 2883.808744 = -42138.591148
  nChanged 0
		SP:Iteration 9F (2541.790000 sec): 3 clusters
  Score: Raw -45022.399891 + Penalty 2883.808744 = -42138.591148
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2541.800000 sec): 2 clusters
  Score: Raw -280746.321684 + Penalty 1887.491492 = -278858.830192
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2541.810000 sec): 3 clusters
  Score: Raw -280130.144484 + Penalty 3774.982984 = -276355.161500
  nChanged 649
		SP:Iteration 1F (2541.820000 sec): 3 clusters
  Score: Raw -280816.352250 + Penalty 3774.982984 = -277041.369266
  nChanged 204
		SP:Iteration 2F (2541.820000 sec): 3 clusters
  Score: Raw -281292.210143 + Penalty 3774.982984 = -277517.227159
  nChanged 202
		SP:Iteration 3F (2541.830000 sec): 3 clusters
  Score: Raw -281754.188609 + Penalty 3774.982984 = -277979.205625
  nChanged 196
		SP:Iteration 4F (2541.840000 sec): 3 clusters
  Score: Raw -282065.433505 + Penalty 3774.982984 = -278290.450520
  nChanged 142
		SP:Iteration 5F (2541.840000 sec): 3 clusters
  Score: Raw -282254.565925 + Penalty 3774.982984 = -278479.582941
  nChanged 63
		SP:Iteration 6Q (2541.850000 sec): 3 clusters
  Score: Raw -282339.382090 + Penalty 3774.982984 = -278564.399106
  nChanged 39
		SP:Iteration 7Q (2541.860000 sec): 3 clusters
  Score: Raw -282398.053094 + Penalty 3774.982984 = -278623.070110
  nChanged 34
		SP:Iteration 8Q (2541.860000 sec): 3 clusters
  Score: Raw -282452.842416 + Penalty 3774.982984 = -278677.859432
  nChanged 23
		SP:Iteration 9Q (2541.870000 sec): 3 clusters
  Score: Raw -282487.871886 + Penalty 3774.982984 = -278712.888902
  nChanged 14
		SP:Iteration 10Q (2541.880000 sec): 3 clusters
  Score: Raw -282512.592503 + Penalty 3774.982984 = -278737.609519
  nChanged 8
		SP:Iteration 11Q (2541.880000 sec): 3 clusters
  Score: Raw -282524.988985 + Penalty 3774.982984 = -278750.006001
  nChanged 5
		SP:Iteration 12Q (2541.890000 sec): 3 clusters
  Score: Raw -282535.049931 + Penalty 3774.982984 = -278760.066947
  nChanged 3
		SP:Iteration 13Q (2541.900000 sec): 3 clusters
  Score: Raw -282540.562445 + Penalty 3774.982984 = -278765.579461
  nChanged 2
		SP:Iteration 14Q (2541.900000 sec): 3 clusters
  Score: Raw -282543.237617 + Penalty 3774.982984 = -278768.254633
  nChanged 1
		SP:Iteration 15Q (2541.910000 sec): 3 clusters
  Score: Raw -282544.547855 + Penalty 3774.982984 = -278769.564871
  nChanged 0
		SP:Iteration 16F (2541.920000 sec): 3 clusters
  Score: Raw -282544.547855 + Penalty 3774.982984 = -278769.564871
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (20342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2541.990000 sec): 2 clusters
  Score: Raw -2855495.950845 + Penalty 2460.269862 = -2853035.680983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2542.070000 sec): 3 clusters
  Score: Raw -2843678.963396 + Penalty 4920.539725 = -2838758.423671
  nChanged 9010
		SP:Iteration 1F (2542.140000 sec): 3 clusters
  Score: Raw -2848489.989086 + Penalty 4920.539725 = -2843569.449361
  nChanged 1029
		SP:Iteration 2F (2542.220000 sec): 3 clusters
  Score: Raw -2848867.502831 + Penalty 4920.539725 = -2843946.963107
  nChanged 933
		SP:Iteration 3Q (2542.290000 sec): 3 clusters
  Score: Raw -2849223.190317 + Penalty 4920.539725 = -2844302.650593
  nChanged 872
		SP:Iteration 4Q (2542.370000 sec): 3 clusters
  Score: Raw -2849576.098568 + Penalty 4920.539725 = -2844655.558843
  nChanged 833
		SP:Iteration 5Q (2542.440000 sec): 3 clusters
  Score: Raw -2849930.979034 + Penalty 4920.539725 = -2845010.439309
  nChanged 797
		SP:Iteration 6Q (2542.520000 sec): 3 clusters
  Score: Raw -2850292.030842 + Penalty 4920.539725 = -2845371.491118
  nChanged 792
		SP:Iteration 7Q (2542.600000 sec): 3 clusters
  Score: Raw -2850674.056066 + Penalty 4920.539725 = -2845753.516341
  nChanged 857
		SP:Iteration 8Q (2542.670000 sec): 3 clusters
  Score: Raw -2851145.238359 + Penalty 4920.539725 = -2846224.698635
  nChanged 855
		SP:Iteration 9Q (2542.750000 sec): 3 clusters
  Score: Raw -2851673.952961 + Penalty 4920.539725 = -2846753.413236
  nChanged 937
		SP:Iteration 10Q (2542.820000 sec): 3 clusters
  Score: Raw -2852317.746297 + Penalty 4920.539725 = -2847397.206573
  nChanged 947
		SP:Iteration 11Q (2542.900000 sec): 3 clusters
  Score: Raw -2852984.359046 + Penalty 4920.539725 = -2848063.819322
  nChanged 838
		SP:Iteration 12Q (2542.970000 sec): 3 clusters
  Score: Raw -2853602.247741 + Penalty 4920.539725 = -2848681.708016
  nChanged 784
		SP:Iteration 13Q (2543.040000 sec): 3 clusters
  Score: Raw -2854231.927658 + Penalty 4920.539725 = -2849311.387934
  nChanged 633
		SP:Iteration 14Q (2543.110000 sec): 3 clusters
  Score: Raw -2854704.665372 + Penalty 4920.539725 = -2849784.125647
  nChanged 486
		SP:Iteration 15Q (2543.180000 sec): 3 clusters
  Score: Raw -2855017.745347 + Penalty 4920.539725 = -2850097.205623
  nChanged 383
		SP:Iteration 16Q (2543.240000 sec): 3 clusters
  Score: Raw -2855234.640137 + Penalty 4920.539725 = -2850314.100412
  nChanged 305
		SP:Iteration 17Q (2543.310000 sec): 3 clusters
  Score: Raw -2855408.776176 + Penalty 4920.539725 = -2850488.236452
  nChanged 244
		SP:Iteration 18Q (2543.370000 sec): 3 clusters
  Score: Raw -2855528.957094 + Penalty 4920.539725 = -2850608.417370
  nChanged 196
		SP:Iteration 19Q (2543.440000 sec): 3 clusters
  Score: Raw -2855616.235218 + Penalty 4920.539725 = -2850695.695493
  nChanged 164
		SP:Iteration 20F (2543.510000 sec): 3 clusters
  Score: Raw -2855687.751607 + Penalty 4920.539725 = -2850767.211882
  nChanged 146
		SP:Iteration 21Q (2543.570000 sec): 3 clusters
  Score: Raw -2855748.927126 + Penalty 4920.539725 = -2850828.387402
  nChanged 135
		SP:Iteration 22Q (2543.630000 sec): 3 clusters
  Score: Raw -2855800.164776 + Penalty 4920.539725 = -2850879.625051
  nChanged 103
		SP:Iteration 23Q (2543.700000 sec): 3 clusters
  Score: Raw -2855843.019903 + Penalty 4920.539725 = -2850922.480178
  nChanged 99
		SP:Iteration 24Q (2543.760000 sec): 3 clusters
  Score: Raw -2855876.569103 + Penalty 4920.539725 = -2850956.029378
  nChanged 68
		SP:Iteration 25Q (2543.820000 sec): 3 clusters
  Score: Raw -2855900.765801 + Penalty 4920.539725 = -2850980.226076
  nChanged 59
		SP:Iteration 26Q (2543.880000 sec): 3 clusters
  Score: Raw -2855923.375305 + Penalty 4920.539725 = -2851002.835581
  nChanged 57
		SP:Iteration 27Q (2543.940000 sec): 3 clusters
  Score: Raw -2855942.396824 + Penalty 4920.539725 = -2851021.857100
  nChanged 56
		SP:Iteration 28Q (2544.000000 sec): 3 clusters
  Score: Raw -2855961.525245 + Penalty 4920.539725 = -2851040.985520
  nChanged 66
		SP:Iteration 29Q (2544.060000 sec): 3 clusters
  Score: Raw -2855985.139724 + Penalty 4920.539725 = -2851064.600000
  nChanged 59
		SP:Iteration 30Q (2544.120000 sec): 3 clusters
  Score: Raw -2856001.773144 + Penalty 4920.539725 = -2851081.233419
  nChanged 39
		SP:Iteration 31Q (2544.180000 sec): 3 clusters
  Score: Raw -2856012.236054 + Penalty 4920.539725 = -2851091.696329
  nChanged 33
		SP:Iteration 32Q (2544.240000 sec): 3 clusters
  Score: Raw -2856019.646566 + Penalty 4920.539725 = -2851099.106842
  nChanged 19
		SP:Iteration 33Q (2544.300000 sec): 3 clusters
  Score: Raw -2856025.267123 + Penalty 4920.539725 = -2851104.727399
  nChanged 24
		SP:Iteration 34Q (2544.360000 sec): 3 clusters
  Score: Raw -2856031.175057 + Penalty 4920.539725 = -2851110.635332
  nChanged 23
		SP:Iteration 35Q (2544.420000 sec): 3 clusters
  Score: Raw -2856038.529077 + Penalty 4920.539725 = -2851117.989353
  nChanged 25
		SP:Iteration 36Q (2544.480000 sec): 3 clusters
  Score: Raw -2856045.788017 + Penalty 4920.539725 = -2851125.248292
  nChanged 26
		SP:Iteration 37Q (2544.540000 sec): 3 clusters
  Score: Raw -2856052.538299 + Penalty 4920.539725 = -2851131.998574
  nChanged 17
		SP:Iteration 38Q (2544.600000 sec): 3 clusters
  Score: Raw -2856058.057719 + Penalty 4920.539725 = -2851137.517994
  nChanged 23
		SP:Iteration 39Q (2544.660000 sec): 3 clusters
  Score: Raw -2856064.562795 + Penalty 4920.539725 = -2851144.023071
  nChanged 21
		SP:Iteration 40F (2544.730000 sec): 3 clusters
  Score: Raw -2856070.918628 + Penalty 4920.539725 = -2851150.378903
  nChanged 19
		SP:Iteration 41Q (2544.790000 sec): 3 clusters
  Score: Raw -2856074.844899 + Penalty 4920.539725 = -2851154.305174
  nChanged 14
		SP:Iteration 42Q (2544.850000 sec): 3 clusters
  Score: Raw -2856078.054471 + Penalty 4920.539725 = -2851157.514747
  nChanged 10
		SP:Iteration 43Q (2544.910000 sec): 3 clusters
  Score: Raw -2856080.636657 + Penalty 4920.539725 = -2851160.096932
  nChanged 12
		SP:Iteration 44Q (2544.970000 sec): 3 clusters
  Score: Raw -2856084.017043 + Penalty 4920.539725 = -2851163.477318
  nChanged 12
		SP:Iteration 45Q (2545.030000 sec): 3 clusters
  Score: Raw -2856087.162325 + Penalty 4920.539725 = -2851166.622600
  nChanged 12
		SP:Iteration 46Q (2545.080000 sec): 3 clusters
  Score: Raw -2856089.783334 + Penalty 4920.539725 = -2851169.243610
  nChanged 9
		SP:Iteration 47Q (2545.140000 sec): 3 clusters
  Score: Raw -2856091.794490 + Penalty 4920.539725 = -2851171.254765
  nChanged 7
		SP:Iteration 48Q (2545.200000 sec): 3 clusters
  Score: Raw -2856094.046709 + Penalty 4920.539725 = -2851173.506984
  nChanged 8
		SP:Iteration 49Q (2545.260000 sec): 3 clusters
  Score: Raw -2856096.066681 + Penalty 4920.539725 = -2851175.526956
  nChanged 7
		SP:Iteration 50Q (2545.320000 sec): 3 clusters
  Score: Raw -2856098.079820 + Penalty 4920.539725 = -2851177.540095
  nChanged 6
		SP:Iteration 51Q (2545.380000 sec): 3 clusters
  Score: Raw -2856099.758852 + Penalty 4920.539725 = -2851179.219127
  nChanged 6
		SP:Iteration 52Q (2545.440000 sec): 3 clusters
  Score: Raw -2856100.648574 + Penalty 4920.539725 = -2851180.108850
  nChanged 1
		SP:Iteration 53Q (2545.500000 sec): 3 clusters
  Score: Raw -2856100.814609 + Penalty 4920.539725 = -2851180.274885
  nChanged 0
		SP:Iteration 54F (2545.580000 sec): 3 clusters
  Score: Raw -2856100.814609 + Penalty 4920.539725 = -2851180.274885
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (42946 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2545.720000 sec): 2 clusters
  Score: Raw -6627377.884178 + Penalty 2645.589300 = -6624732.294878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2545.880000 sec): 3 clusters
  Score: Raw -6600913.734960 + Penalty 5291.178601 = -6595622.556359
  nChanged 19782
		SP:Iteration 1F (2546.050000 sec): 3 clusters
  Score: Raw -6611843.645698 + Penalty 5291.178601 = -6606552.467097
  nChanged 2066
		SP:Iteration 2Q (2546.220000 sec): 3 clusters
  Score: Raw -6612588.734603 + Penalty 5291.178601 = -6607297.556002
  nChanged 2188
		SP:Iteration 3F (2546.380000 sec): 3 clusters
  Score: Raw -6613617.246153 + Penalty 5291.178601 = -6608326.067552
  nChanged 2637
		SP:Iteration 4F (2546.540000 sec): 3 clusters
  Score: Raw -6615217.619952 + Penalty 5291.178601 = -6609926.441352
  nChanged 3172
		SP:Iteration 5F (2546.700000 sec): 3 clusters
  Score: Raw -6617596.543686 + Penalty 5291.178601 = -6612305.365085
  nChanged 3340
		SP:Iteration 6F (2546.860000 sec): 3 clusters
  Score: Raw -6620378.695609 + Penalty 5291.178601 = -6615087.517009
  nChanged 2923
		SP:Iteration 7F (2547.020000 sec): 3 clusters
  Score: Raw -6622842.261760 + Penalty 5291.178601 = -6617551.083160
  nChanged 2189
		SP:Iteration 8F (2547.190000 sec): 3 clusters
  Score: Raw -6624563.951350 + Penalty 5291.178601 = -6619272.772750
  nChanged 1489
		SP:Iteration 9Q (2547.360000 sec): 3 clusters
  Score: Raw -6625643.517054 + Penalty 5291.178601 = -6620352.338453
  nChanged 950
		SP:Iteration 10Q (2547.510000 sec): 3 clusters
  Score: Raw -6626281.464802 + Penalty 5291.178601 = -6620990.286201
  nChanged 622
		SP:Iteration 11Q (2547.660000 sec): 3 clusters
  Score: Raw -6626721.282611 + Penalty 5291.178601 = -6621430.104010
  nChanged 443
		SP:Iteration 12Q (2547.800000 sec): 3 clusters
  Score: Raw -6627106.191095 + Penalty 5291.178601 = -6621815.012495
  nChanged 298
		SP:Iteration 13Q (2547.940000 sec): 3 clusters
  Score: Raw -6627424.849959 + Penalty 5291.178601 = -6622133.671358
  nChanged 213
		SP:Iteration 14Q (2548.060000 sec): 3 clusters
  Score: Raw -6627603.859764 + Penalty 5291.178601 = -6622312.681164
  nChanged 177
		SP:Iteration 15Q (2548.190000 sec): 3 clusters
  Score: Raw -6627704.338975 + Penalty 5291.178601 = -6622413.160374
  nChanged 137
		SP:Iteration 16Q (2548.310000 sec): 3 clusters
  Score: Raw -6627762.761272 + Penalty 5291.178601 = -6622471.582672
  nChanged 89
		SP:Iteration 17Q (2548.440000 sec): 3 clusters
  Score: Raw -6627800.750327 + Penalty 5291.178601 = -6622509.571726
  nChanged 84
		SP:Iteration 18Q (2548.560000 sec): 3 clusters
  Score: Raw -6627837.915075 + Penalty 5291.178601 = -6622546.736474
  nChanged 73
		SP:Iteration 19Q (2548.680000 sec): 3 clusters
  Score: Raw -6627869.394717 + Penalty 5291.178601 = -6622578.216116
  nChanged 73
		SP:Iteration 20F (2548.840000 sec): 3 clusters
  Score: Raw -6627905.162996 + Penalty 5291.178601 = -6622613.984395
  nChanged 66
		SP:Iteration 21Q (2548.960000 sec): 3 clusters
  Score: Raw -6627929.189901 + Penalty 5291.178601 = -6622638.011300
  nChanged 52
		SP:Iteration 22Q (2549.080000 sec): 3 clusters
  Score: Raw -6627944.687983 + Penalty 5291.178601 = -6622653.509382
  nChanged 42
		SP:Iteration 23Q (2549.190000 sec): 3 clusters
  Score: Raw -6627958.687205 + Penalty 5291.178601 = -6622667.508604
  nChanged 37
		SP:Iteration 24Q (2549.310000 sec): 3 clusters
  Score: Raw -6627970.856772 + Penalty 5291.178601 = -6622679.678172
  nChanged 38
		SP:Iteration 25Q (2549.430000 sec): 3 clusters
  Score: Raw -6627985.196282 + Penalty 5291.178601 = -6622694.017682
  nChanged 39
		SP:Iteration 26Q (2549.540000 sec): 3 clusters
  Score: Raw -6627997.936214 + Penalty 5291.178601 = -6622706.757613
  nChanged 36
		SP:Iteration 27Q (2549.660000 sec): 3 clusters
  Score: Raw -6628008.689562 + Penalty 5291.178601 = -6622717.510962
  nChanged 23
		SP:Iteration 28Q (2549.780000 sec): 3 clusters
  Score: Raw -6628014.907118 + Penalty 5291.178601 = -6622723.728518
  nChanged 22
		SP:Iteration 29Q (2549.890000 sec): 3 clusters
  Score: Raw -6628021.113320 + Penalty 5291.178601 = -6622729.934719
  nChanged 23
		SP:Iteration 30Q (2550.010000 sec): 3 clusters
  Score: Raw -6628027.150645 + Penalty 5291.178601 = -6622735.972044
  nChanged 19
		SP:Iteration 31Q (2550.120000 sec): 3 clusters
  Score: Raw -6628032.190596 + Penalty 5291.178601 = -6622741.011995
  nChanged 12
		SP:Iteration 32Q (2550.240000 sec): 3 clusters
  Score: Raw -6628034.579049 + Penalty 5291.178601 = -6622743.400449
  nChanged 8
		SP:Iteration 33Q (2550.360000 sec): 3 clusters
  Score: Raw -6628036.735825 + Penalty 5291.178601 = -6622745.557225
  nChanged 10
		SP:Iteration 34Q (2550.480000 sec): 3 clusters
  Score: Raw -6628039.011975 + Penalty 5291.178601 = -6622747.833375
  nChanged 9
		SP:Iteration 35Q (2550.600000 sec): 3 clusters
  Score: Raw -6628041.248165 + Penalty 5291.178601 = -6622750.069564
  nChanged 11
		SP:Iteration 36Q (2550.710000 sec): 3 clusters
  Score: Raw -6628043.621048 + Penalty 5291.178601 = -6622752.442447
  nChanged 12
		SP:Iteration 37Q (2550.830000 sec): 3 clusters
  Score: Raw -6628046.213621 + Penalty 5291.178601 = -6622755.035021
  nChanged 9
		SP:Iteration 38Q (2550.950000 sec): 3 clusters
  Score: Raw -6628048.396963 + Penalty 5291.178601 = -6622757.218362
  nChanged 7
		SP:Iteration 39Q (2551.060000 sec): 3 clusters
  Score: Raw -6628049.779584 + Penalty 5291.178601 = -6622758.600983
  nChanged 4
		SP:Iteration 40F (2551.220000 sec): 3 clusters
  Score: Raw -6628050.732138 + Penalty 5291.178601 = -6622759.553537
  nChanged 5
		SP:Iteration 41Q (2551.340000 sec): 3 clusters
  Score: Raw -6628051.648487 + Penalty 5291.178601 = -6622760.469886
  nChanged 5
		SP:Iteration 42Q (2551.460000 sec): 3 clusters
  Score: Raw -6628052.870241 + Penalty 5291.178601 = -6622761.691640
  nChanged 4
		SP:Iteration 43Q (2551.580000 sec): 3 clusters
  Score: Raw -6628053.499619 + Penalty 5291.178601 = -6622762.321019
  nChanged 1
		SP:Iteration 44Q (2551.700000 sec): 3 clusters
  Score: Raw -6628053.529338 + Penalty 5291.178601 = -6622762.350737
  nChanged 0
		SP:Iteration 45F (2551.860000 sec): 3 clusters
  Score: Raw -6628053.529338 + Penalty 5291.178601 = -6622762.350737
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2552.240000 sec): 2 clusters
  Score: Raw -17415139.139412 + Penalty 2899.371242 = -17412239.768170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2552.700000 sec): 3 clusters
  Score: Raw -17338076.553326 + Penalty 5798.742483 = -17332277.810843
  nChanged 56904
		SP:Iteration 1F (2553.150000 sec): 3 clusters
  Score: Raw -17371284.064880 + Penalty 5798.742483 = -17365485.322397
  nChanged 4344
		SP:Iteration 2Q (2553.600000 sec): 3 clusters
  Score: Raw -17372626.339857 + Penalty 5798.742483 = -17366827.597374
  nChanged 4847
		SP:Iteration 3Q (2554.070000 sec): 3 clusters
  Score: Raw -17374472.313142 + Penalty 5798.742483 = -17368673.570658
  nChanged 5516
		SP:Iteration 4Q (2554.530000 sec): 3 clusters
  Score: Raw -17377029.226917 + Penalty 5798.742483 = -17371230.484434
  nChanged 6192
		SP:Iteration 5F (2554.980000 sec): 3 clusters
  Score: Raw -17380363.241329 + Penalty 5798.742483 = -17374564.498845
  nChanged 6757
		SP:Iteration 6F (2555.430000 sec): 3 clusters
  Score: Raw -17384455.075314 + Penalty 5798.742483 = -17378656.332831
  nChanged 7108
		SP:Iteration 7F (2555.880000 sec): 3 clusters
  Score: Raw -17388880.211635 + Penalty 5798.742483 = -17383081.469151
  nChanged 6742
		SP:Iteration 8F (2556.330000 sec): 3 clusters
  Score: Raw -17392873.489705 + Penalty 5798.742483 = -17387074.747222
  nChanged 6096
		SP:Iteration 9F (2556.780000 sec): 3 clusters
  Score: Raw -17396313.769922 + Penalty 5798.742483 = -17390515.027439
  nChanged 5290
		SP:Iteration 10Q (2557.220000 sec): 3 clusters
  Score: Raw -17399082.807971 + Penalty 5798.742483 = -17393284.065488
  nChanged 4365
		SP:Iteration 11Q (2557.650000 sec): 3 clusters
  Score: Raw -17401264.051775 + Penalty 5798.742483 = -17395465.309291
  nChanged 3575
		SP:Iteration 12Q (2558.090000 sec): 3 clusters
  Score: Raw -17402967.819977 + Penalty 5798.742483 = -17397169.077493
  nChanged 2965
		SP:Iteration 13Q (2558.520000 sec): 3 clusters
  Score: Raw -17404505.149486 + Penalty 5798.742483 = -17398706.407003
  nChanged 2682
		SP:Iteration 14Q (2558.940000 sec): 3 clusters
  Score: Raw -17405932.696609 + Penalty 5798.742483 = -17400133.954126
  nChanged 2601
		SP:Iteration 15Q (2559.360000 sec): 3 clusters
  Score: Raw -17407272.048687 + Penalty 5798.742483 = -17401473.306204
  nChanged 2488
		SP:Iteration 16Q (2559.780000 sec): 3 clusters
  Score: Raw -17408358.568274 + Penalty 5798.742483 = -17402559.825791
  nChanged 2383
		SP:Iteration 17Q (2560.200000 sec): 3 clusters
  Score: Raw -17409354.103175 + Penalty 5798.742483 = -17403555.360692
  nChanged 2208
		SP:Iteration 18Q (2560.610000 sec): 3 clusters
  Score: Raw -17410248.673501 + Penalty 5798.742483 = -17404449.931017
  nChanged 2006
		SP:Iteration 19Q (2561.030000 sec): 3 clusters
  Score: Raw -17411038.086562 + Penalty 5798.742483 = -17405239.344078
  nChanged 1830
		SP:Iteration 20F (2561.470000 sec): 3 clusters
  Score: Raw -17411785.700392 + Penalty 5798.742483 = -17405986.957908
  nChanged 1760
		SP:Iteration 21Q (2561.890000 sec): 3 clusters
  Score: Raw -17412526.187226 + Penalty 5798.742483 = -17406727.444742
  nChanged 1707
		SP:Iteration 22Q (2562.300000 sec): 3 clusters
  Score: Raw -17413215.235184 + Penalty 5798.742483 = -17407416.492701
  nChanged 1583
		SP:Iteration 23Q (2562.720000 sec): 3 clusters
  Score: Raw -17413816.215913 + Penalty 5798.742483 = -17408017.473429
  nChanged 1532
		SP:Iteration 24Q (2563.140000 sec): 3 clusters
  Score: Raw -17414341.441511 + Penalty 5798.742483 = -17408542.699028
  nChanged 1433
		SP:Iteration 25Q (2563.590000 sec): 3 clusters
  Score: Raw -17414800.634970 + Penalty 5798.742483 = -17409001.892486
  nChanged 1349
		SP:Iteration 26Q (2564.020000 sec): 3 clusters
  Score: Raw -17415189.583498 + Penalty 5798.742483 = -17409390.841015
  nChanged 1259
		SP:Iteration 27Q (2564.450000 sec): 3 clusters
  Score: Raw -17415505.175156 + Penalty 5798.742483 = -17409706.432673
  nChanged 1101
		SP:Iteration 28Q (2564.890000 sec): 3 clusters
  Score: Raw -17415743.998271 + Penalty 5798.742483 = -17409945.255787
  nChanged 939
		SP:Iteration 29Q (2565.310000 sec): 3 clusters
  Score: Raw -17415909.943398 + Penalty 5798.742483 = -17410111.200915
  nChanged 769
		SP:Iteration 30Q (2565.740000 sec): 3 clusters
  Score: Raw -17416024.883642 + Penalty 5798.742483 = -17410226.141159
  nChanged 701
		SP:Iteration 31Q (2566.170000 sec): 3 clusters
  Score: Raw -17416119.560686 + Penalty 5798.742483 = -17410320.818203
  nChanged 646
		SP:Iteration 32Q (2566.590000 sec): 3 clusters
  Score: Raw -17416200.606340 + Penalty 5798.742483 = -17410401.863857
  nChanged 627
		SP:Iteration 33Q (2567.030000 sec): 3 clusters
  Score: Raw -17416273.944570 + Penalty 5798.742483 = -17410475.202087
  nChanged 558
		SP:Iteration 34Q (2567.470000 sec): 3 clusters
  Score: Raw -17416332.588514 + Penalty 5798.742483 = -17410533.846030
  nChanged 500
		SP:Iteration 35Q (2567.900000 sec): 3 clusters
  Score: Raw -17416380.789719 + Penalty 5798.742483 = -17410582.047235
  nChanged 470
		SP:Iteration 36Q (2568.340000 sec): 3 clusters
  Score: Raw -17416422.310796 + Penalty 5798.742483 = -17410623.568313
  nChanged 413
		SP:Iteration 37Q (2568.770000 sec): 3 clusters
  Score: Raw -17416454.635552 + Penalty 5798.742483 = -17410655.893068
  nChanged 352
		SP:Iteration 38Q (2569.210000 sec): 3 clusters
  Score: Raw -17416479.066632 + Penalty 5798.742483 = -17410680.324148
  nChanged 273
		SP:Iteration 39Q (2569.650000 sec): 3 clusters
  Score: Raw -17416496.276435 + Penalty 5798.742483 = -17410697.533952
  nChanged 260
		SP:Iteration 40F (2570.130000 sec): 3 clusters
  Score: Raw -17416516.968610 + Penalty 5798.742483 = -17410718.226126
  nChanged 228
		SP:Iteration 41Q (2570.590000 sec): 3 clusters
  Score: Raw -17416529.831365 + Penalty 5798.742483 = -17410731.088882
  nChanged 201
		SP:Iteration 42Q (2571.050000 sec): 3 clusters
  Score: Raw -17416539.657135 + Penalty 5798.742483 = -17410740.914651
  nChanged 176
		SP:Iteration 43Q (2571.510000 sec): 3 clusters
  Score: Raw -17416546.991896 + Penalty 5798.742483 = -17410748.249413
  nChanged 130
		SP:Iteration 44Q (2571.970000 sec): 3 clusters
  Score: Raw -17416551.503228 + Penalty 5798.742483 = -17410752.760745
  nChanged 110
		SP:Iteration 45Q (2572.420000 sec): 3 clusters
  Score: Raw -17416555.152758 + Penalty 5798.742483 = -17410756.410275
  nChanged 86
		SP:Iteration 46Q (2572.880000 sec): 3 clusters
  Score: Raw -17416557.675508 + Penalty 5798.742483 = -17410758.933025
  nChanged 88
		SP:Iteration 47Q (2573.330000 sec): 3 clusters
  Score: Raw -17416560.140679 + Penalty 5798.742483 = -17410761.398196
  nChanged 80
		SP:Iteration 48Q (2573.790000 sec): 3 clusters
  Score: Raw -17416562.639107 + Penalty 5798.742483 = -17410763.896623
  nChanged 67
		SP:Iteration 49Q (2574.250000 sec): 3 clusters
  Score: Raw -17416564.656587 + Penalty 5798.742483 = -17410765.914104
  nChanged 60
		SP:Iteration 50Q (2574.690000 sec): 3 clusters
  Score: Raw -17416566.156315 + Penalty 5798.742483 = -17410767.413832
  nChanged 50
		SP:Iteration 51Q (2575.140000 sec): 3 clusters
  Score: Raw -17416567.242991 + Penalty 5798.742483 = -17410768.500507
  nChanged 47
		SP:Iteration 52Q (2575.580000 sec): 3 clusters
  Score: Raw -17416568.182856 + Penalty 5798.742483 = -17410769.440372
  nChanged 42
		SP:Iteration 53Q (2576.010000 sec): 3 clusters
  Score: Raw -17416568.990369 + Penalty 5798.742483 = -17410770.247885
  nChanged 45
		SP:Iteration 54Q (2576.450000 sec): 3 clusters
  Score: Raw -17416569.852148 + Penalty 5798.742483 = -17410771.109665
  nChanged 32
		SP:Iteration 55Q (2576.890000 sec): 3 clusters
  Score: Raw -17416570.404405 + Penalty 5798.742483 = -17410771.661921
  nChanged 23
		SP:Iteration 56Q (2577.330000 sec): 3 clusters
  Score: Raw -17416570.745845 + Penalty 5798.742483 = -17410772.003361
  nChanged 19
		SP:Iteration 57Q (2577.770000 sec): 3 clusters
  Score: Raw -17416570.977122 + Penalty 5798.742483 = -17410772.234639
  nChanged 10
		SP:Iteration 58Q (2578.220000 sec): 3 clusters
  Score: Raw -17416571.119291 + Penalty 5798.742483 = -17410772.376808
  nChanged 6
		SP:Iteration 59Q (2578.660000 sec): 3 clusters
  Score: Raw -17416571.246085 + Penalty 5798.742483 = -17410772.503602
  nChanged 8
		SP:Iteration 60F (2579.130000 sec): 3 clusters
  Score: Raw -17416571.398399 + Penalty 5798.742483 = -17410772.655916
  nChanged 9
		SP:Iteration 61Q (2579.570000 sec): 3 clusters
  Score: Raw -17416571.500629 + Penalty 5798.742483 = -17410772.758146
  nChanged 9
		SP:Iteration 62Q (2580.010000 sec): 3 clusters
  Score: Raw -17416571.594010 + Penalty 5798.742483 = -17410772.851527
  nChanged 7
		SP:Iteration 63Q (2580.450000 sec): 3 clusters
  Score: Raw -17416571.742018 + Penalty 5798.742483 = -17410772.999534
  nChanged 8
		SP:Iteration 64Q (2580.890000 sec): 3 clusters
  Score: Raw -17416571.860155 + Penalty 5798.742483 = -17410773.117672
  nChanged 6
		SP:Iteration 65Q (2581.330000 sec): 3 clusters
  Score: Raw -17416571.915282 + Penalty 5798.742483 = -17410773.172799
  nChanged 4
		SP:Iteration 66Q (2581.780000 sec): 3 clusters
  Score: Raw -17416571.955211 + Penalty 5798.742483 = -17410773.212728
  nChanged 5
		SP:Iteration 67Q (2582.220000 sec): 3 clusters
  Score: Raw -17416572.022831 + Penalty 5798.742483 = -17410773.280348
  nChanged 3
		SP:Iteration 68Q (2582.670000 sec): 3 clusters
  Score: Raw -17416572.039362 + Penalty 5798.742483 = -17410773.296878
  nChanged 1
		SP:Iteration 69Q (2583.100000 sec): 3 clusters
  Score: Raw -17416572.053074 + Penalty 5798.742483 = -17410773.310591
  nChanged 0
		SP:Iteration 70F (2583.570000 sec): 3 clusters
  Score: Raw -17416572.053074 + Penalty 5798.742483 = -17410773.310591
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11678 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2583.650000 sec): 2 clusters
  Score: Raw -1781473.905521 + Penalty 2322.634578 = -1779151.270943
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2583.700000 sec): 3 clusters
  Score: Raw -1775037.519122 + Penalty 4645.269156 = -1770392.249965
  nChanged 4849
		SP:Iteration 1F (2583.750000 sec): 3 clusters
  Score: Raw -1777627.392617 + Penalty 4645.269156 = -1772982.123460
  nChanged 672
		SP:Iteration 2F (2583.790000 sec): 3 clusters
  Score: Raw -1777903.166062 + Penalty 4645.269156 = -1773257.896906
  nChanged 547
		SP:Iteration 3Q (2583.840000 sec): 3 clusters
  Score: Raw -1778116.988361 + Penalty 4645.269156 = -1773471.719205
  nChanged 426
		SP:Iteration 4Q (2583.890000 sec): 3 clusters
  Score: Raw -1778282.932755 + Penalty 4645.269156 = -1773637.663599
  nChanged 372
		SP:Iteration 5Q (2583.940000 sec): 3 clusters
  Score: Raw -1778424.277025 + Penalty 4645.269156 = -1773779.007869
  nChanged 334
		SP:Iteration 6Q (2583.990000 sec): 3 clusters
  Score: Raw -1778540.236583 + Penalty 4645.269156 = -1773894.967426
  nChanged 296
		SP:Iteration 7Q (2584.030000 sec): 3 clusters
  Score: Raw -1778638.128887 + Penalty 4645.269156 = -1773992.859730
  nChanged 279
		SP:Iteration 8Q (2584.080000 sec): 3 clusters
  Score: Raw -1778731.494006 + Penalty 4645.269156 = -1774086.224850
  nChanged 263
		SP:Iteration 9Q (2584.130000 sec): 3 clusters
  Score: Raw -1778809.216759 + Penalty 4645.269156 = -1774163.947603
  nChanged 224
		SP:Iteration 10Q (2584.170000 sec): 3 clusters
  Score: Raw -1778876.289003 + Penalty 4645.269156 = -1774231.019847
  nChanged 214
		SP:Iteration 11Q (2584.220000 sec): 3 clusters
  Score: Raw -1778935.828280 + Penalty 4645.269156 = -1774290.559124
  nChanged 213
		SP:Iteration 12Q (2584.270000 sec): 3 clusters
  Score: Raw -1779000.266748 + Penalty 4645.269156 = -1774354.997591
  nChanged 184
		SP:Iteration 13Q (2584.320000 sec): 3 clusters
  Score: Raw -1779062.455601 + Penalty 4645.269156 = -1774417.186445
  nChanged 193
		SP:Iteration 14Q (2584.370000 sec): 3 clusters
  Score: Raw -1779121.110861 + Penalty 4645.269156 = -1774475.841705
  nChanged 190
		SP:Iteration 15Q (2584.420000 sec): 3 clusters
  Score: Raw -1779183.820157 + Penalty 4645.269156 = -1774538.551001
  nChanged 187
		SP:Iteration 16Q (2584.460000 sec): 3 clusters
  Score: Raw -1779243.659202 + Penalty 4645.269156 = -1774598.390046
  nChanged 194
		SP:Iteration 17Q (2584.510000 sec): 3 clusters
  Score: Raw -1779299.987032 + Penalty 4645.269156 = -1774654.717875
  nChanged 177
		SP:Iteration 18Q (2584.560000 sec): 3 clusters
  Score: Raw -1779351.173182 + Penalty 4645.269156 = -1774705.904025
  nChanged 170
		SP:Iteration 19Q (2584.600000 sec): 3 clusters
  Score: Raw -1779396.555735 + Penalty 4645.269156 = -1774751.286579
  nChanged 154
		SP:Iteration 20F (2584.650000 sec): 3 clusters
  Score: Raw -1779439.739005 + Penalty 4645.269156 = -1774794.469849
  nChanged 171
		SP:Iteration 21Q (2584.700000 sec): 3 clusters
  Score: Raw -1779488.263458 + Penalty 4645.269156 = -1774842.994301
  nChanged 178
		SP:Iteration 22Q (2584.750000 sec): 3 clusters
  Score: Raw -1779544.037702 + Penalty 4645.269156 = -1774898.768546
  nChanged 185
		SP:Iteration 23Q (2584.800000 sec): 3 clusters
  Score: Raw -1779603.218126 + Penalty 4645.269156 = -1774957.948969
  nChanged 175
		SP:Iteration 24Q (2584.850000 sec): 3 clusters
  Score: Raw -1779656.772029 + Penalty 4645.269156 = -1775011.502873
  nChanged 182
		SP:Iteration 25Q (2584.900000 sec): 3 clusters
  Score: Raw -1779716.925788 + Penalty 4645.269156 = -1775071.656632
  nChanged 179
		SP:Iteration 26Q (2584.940000 sec): 3 clusters
  Score: Raw -1779778.062711 + Penalty 4645.269156 = -1775132.793555
  nChanged 196
		SP:Iteration 27Q (2584.990000 sec): 3 clusters
  Score: Raw -1779848.760501 + Penalty 4645.269156 = -1775203.491345
  nChanged 214
		SP:Iteration 28Q (2585.040000 sec): 3 clusters
  Score: Raw -1779923.438633 + Penalty 4645.269156 = -1775278.169477
  nChanged 209
		SP:Iteration 29Q (2585.080000 sec): 3 clusters
  Score: Raw -1780003.570296 + Penalty 4645.269156 = -1775358.301140
  nChanged 218
		SP:Iteration 30Q (2585.130000 sec): 3 clusters
  Score: Raw -1780092.949074 + Penalty 4645.269156 = -1775447.679918
  nChanged 230
		SP:Iteration 31Q (2585.180000 sec): 3 clusters
  Score: Raw -1780185.520384 + Penalty 4645.269156 = -1775540.251227
  nChanged 242
		SP:Iteration 32Q (2585.220000 sec): 3 clusters
  Score: Raw -1780284.786316 + Penalty 4645.269156 = -1775639.517160
  nChanged 228
		SP:Iteration 33Q (2585.270000 sec): 3 clusters
  Score: Raw -1780386.088089 + Penalty 4645.269156 = -1775740.818933
  nChanged 250
		SP:Iteration 34Q (2585.310000 sec): 3 clusters
  Score: Raw -1780506.282598 + Penalty 4645.269156 = -1775861.013442
  nChanged 230
		SP:Iteration 35Q (2585.360000 sec): 3 clusters
  Score: Raw -1780614.626770 + Penalty 4645.269156 = -1775969.357613
  nChanged 195
		SP:Iteration 36Q (2585.400000 sec): 3 clusters
  Score: Raw -1780709.106674 + Penalty 4645.269156 = -1776063.837518
  nChanged 195
		SP:Iteration 37Q (2585.440000 sec): 3 clusters
  Score: Raw -1780809.892176 + Penalty 4645.269156 = -1776164.623020
  nChanged 202
		SP:Iteration 38Q (2585.490000 sec): 3 clusters
  Score: Raw -1780915.849075 + Penalty 4645.269156 = -1776270.579918
  nChanged 185
		SP:Iteration 39Q (2585.530000 sec): 3 clusters
  Score: Raw -1781012.295535 + Penalty 4645.269156 = -1776367.026378
  nChanged 175
		SP:Iteration 40F (2585.580000 sec): 3 clusters
  Score: Raw -1781104.684136 + Penalty 4645.269156 = -1776459.414980
  nChanged 160
		SP:Iteration 41Q (2585.620000 sec): 3 clusters
  Score: Raw -1781193.020329 + Penalty 4645.269156 = -1776547.751173
  nChanged 139
		SP:Iteration 42Q (2585.660000 sec): 3 clusters
  Score: Raw -1781274.927095 + Penalty 4645.269156 = -1776629.657938
  nChanged 122
		SP:Iteration 43Q (2585.700000 sec): 3 clusters
  Score: Raw -1781344.496866 + Penalty 4645.269156 = -1776699.227710
  nChanged 119
		SP:Iteration 44Q (2585.740000 sec): 3 clusters
  Score: Raw -1781411.962524 + Penalty 4645.269156 = -1776766.693368
  nChanged 93
		SP:Iteration 45Q (2585.770000 sec): 3 clusters
  Score: Raw -1781459.669280 + Penalty 4645.269156 = -1776814.400124
  nChanged 73
		SP:Iteration 46Q (2585.810000 sec): 3 clusters
  Score: Raw -1781501.969555 + Penalty 4645.269156 = -1776856.700399
  nChanged 52
		SP:Iteration 47Q (2585.850000 sec): 3 clusters
  Score: Raw -1781528.128938 + Penalty 4645.269156 = -1776882.859781
  nChanged 43
		SP:Iteration 48Q (2585.890000 sec): 3 clusters
  Score: Raw -1781549.467551 + Penalty 4645.269156 = -1776904.198395
  nChanged 47
		SP:Iteration 49Q (2585.920000 sec): 3 clusters
  Score: Raw -1781580.865960 + Penalty 4645.269156 = -1776935.596803
  nChanged 43
		SP:Iteration 50Q (2585.960000 sec): 3 clusters
  Score: Raw -1781608.331466 + Penalty 4645.269156 = -1776963.062309
  nChanged 39
		SP:Iteration 51Q (2586.000000 sec): 3 clusters
  Score: Raw -1781634.295420 + Penalty 4645.269156 = -1776989.026263
  nChanged 31
		SP:Iteration 52Q (2586.040000 sec): 3 clusters
  Score: Raw -1781651.498544 + Penalty 4645.269156 = -1777006.229387
  nChanged 25
		SP:Iteration 53Q (2586.070000 sec): 3 clusters
  Score: Raw -1781665.480699 + Penalty 4645.269156 = -1777020.211543
  nChanged 19
		SP:Iteration 54Q (2586.110000 sec): 3 clusters
  Score: Raw -1781677.824319 + Penalty 4645.269156 = -1777032.555162
  nChanged 17
		SP:Iteration 55Q (2586.140000 sec): 3 clusters
  Score: Raw -1781688.067395 + Penalty 4645.269156 = -1777042.798239
  nChanged 13
		SP:Iteration 56Q (2586.180000 sec): 3 clusters
  Score: Raw -1781698.660094 + Penalty 4645.269156 = -1777053.390938
  nChanged 20
		SP:Iteration 57Q (2586.220000 sec): 3 clusters
  Score: Raw -1781711.216285 + Penalty 4645.269156 = -1777065.947128
  nChanged 19
		SP:Iteration 58Q (2586.250000 sec): 3 clusters
  Score: Raw -1781723.067590 + Penalty 4645.269156 = -1777077.798434
  nChanged 13
		SP:Iteration 59Q (2586.290000 sec): 3 clusters
  Score: Raw -1781731.281036 + Penalty 4645.269156 = -1777086.011880
  nChanged 6
		SP:Iteration 60F (2586.340000 sec): 3 clusters
  Score: Raw -1781733.081372 + Penalty 4645.269156 = -1777087.812216
  nChanged 2
		SP:Iteration 61Q (2586.370000 sec): 3 clusters
  Score: Raw -1781734.328274 + Penalty 4645.269156 = -1777089.059118
  nChanged 2
		SP:Iteration 62Q (2586.410000 sec): 3 clusters
  Score: Raw -1781735.505161 + Penalty 4645.269156 = -1777090.236004
  nChanged 2
		SP:Iteration 63Q (2586.440000 sec): 3 clusters
  Score: Raw -1781736.286358 + Penalty 4645.269156 = -1777091.017202
  nChanged 1
		SP:Iteration 64Q (2586.480000 sec): 3 clusters
  Score: Raw -1781736.571784 + Penalty 4645.269156 = -1777091.302628
  nChanged 0
		SP:Iteration 65F (2586.530000 sec): 3 clusters
  Score: Raw -1781736.571784 + Penalty 4645.269156 = -1777091.302628
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (3734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2586.540000 sec): 2 clusters
  Score: Raw -534219.205866 + Penalty 2039.858360 = -532179.347506
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2586.560000 sec): 3 clusters
  Score: Raw -532528.908765 + Penalty 4079.716721 = -528449.192045
  nChanged 1357
		SP:Iteration 1F (2586.580000 sec): 3 clusters
  Score: Raw -533325.425661 + Penalty 4079.716721 = -529245.708941
  nChanged 265
		SP:Iteration 2F (2586.590000 sec): 3 clusters
  Score: Raw -533499.489188 + Penalty 4079.716721 = -529419.772468
  nChanged 186
		SP:Iteration 3Q (2586.600000 sec): 3 clusters
  Score: Raw -533622.257647 + Penalty 4079.716721 = -529542.540926
  nChanged 130
		SP:Iteration 4Q (2586.620000 sec): 3 clusters
  Score: Raw -533699.428897 + Penalty 4079.716721 = -529619.712177
  nChanged 111
		SP:Iteration 5Q (2586.640000 sec): 3 clusters
  Score: Raw -533761.527350 + Penalty 4079.716721 = -529681.810629
  nChanged 91
		SP:Iteration 6Q (2586.650000 sec): 3 clusters
  Score: Raw -533818.772859 + Penalty 4079.716721 = -529739.056138
  nChanged 92
		SP:Iteration 7Q (2586.660000 sec): 3 clusters
  Score: Raw -533863.693825 + Penalty 4079.716721 = -529783.977105
  nChanged 83
		SP:Iteration 8Q (2586.680000 sec): 3 clusters
  Score: Raw -533908.791690 + Penalty 4079.716721 = -529829.074969
  nChanged 66
		SP:Iteration 9Q (2586.690000 sec): 3 clusters
  Score: Raw -533948.360699 + Penalty 4079.716721 = -529868.643978
  nChanged 63
		SP:Iteration 10Q (2586.710000 sec): 3 clusters
  Score: Raw -533987.591987 + Penalty 4079.716721 = -529907.875266
  nChanged 59
		SP:Iteration 11Q (2586.720000 sec): 3 clusters
  Score: Raw -534018.666221 + Penalty 4079.716721 = -529938.949500
  nChanged 59
		SP:Iteration 12Q (2586.740000 sec): 3 clusters
  Score: Raw -534048.880119 + Penalty 4079.716721 = -529969.163398
  nChanged 58
		SP:Iteration 13Q (2586.750000 sec): 3 clusters
  Score: Raw -534078.766707 + Penalty 4079.716721 = -529999.049987
  nChanged 53
		SP:Iteration 14Q (2586.770000 sec): 3 clusters
  Score: Raw -534107.463079 + Penalty 4079.716721 = -530027.746358
  nChanged 42
		SP:Iteration 15Q (2586.780000 sec): 3 clusters
  Score: Raw -534129.393365 + Penalty 4079.716721 = -530049.676644
  nChanged 39
		SP:Iteration 16Q (2586.800000 sec): 3 clusters
  Score: Raw -534147.328274 + Penalty 4079.716721 = -530067.611553
  nChanged 33
		SP:Iteration 17Q (2586.810000 sec): 3 clusters
  Score: Raw -534162.125428 + Penalty 4079.716721 = -530082.408707
  nChanged 29
		SP:Iteration 18Q (2586.830000 sec): 3 clusters
  Score: Raw -534177.173090 + Penalty 4079.716721 = -530097.456369
  nChanged 31
		SP:Iteration 19Q (2586.840000 sec): 3 clusters
  Score: Raw -534194.280297 + Penalty 4079.716721 = -530114.563576
  nChanged 33
		SP:Iteration 20F (2586.860000 sec): 3 clusters
  Score: Raw -534212.056553 + Penalty 4079.716721 = -530132.339832
  nChanged 31
		SP:Iteration 21Q (2586.870000 sec): 3 clusters
  Score: Raw -534228.954848 + Penalty 4079.716721 = -530149.238127
  nChanged 32
		SP:Iteration 22Q (2586.880000 sec): 3 clusters
  Score: Raw -534246.179300 + Penalty 4079.716721 = -530166.462579
  nChanged 27
		SP:Iteration 23Q (2586.900000 sec): 3 clusters
  Score: Raw -534259.368418 + Penalty 4079.716721 = -530179.651697
  nChanged 23
		SP:Iteration 24Q (2586.920000 sec): 3 clusters
  Score: Raw -534270.288234 + Penalty 4079.716721 = -530190.571514
  nChanged 29
		SP:Iteration 25Q (2586.930000 sec): 3 clusters
  Score: Raw -534282.972130 + Penalty 4079.716721 = -530203.255409
  nChanged 15
		SP:Iteration 26Q (2586.940000 sec): 3 clusters
  Score: Raw -534287.987800 + Penalty 4079.716721 = -530208.271080
  nChanged 10
		SP:Iteration 27Q (2586.960000 sec): 3 clusters
  Score: Raw -534291.773468 + Penalty 4079.716721 = -530212.056748
  nChanged 6
		SP:Iteration 28Q (2586.970000 sec): 3 clusters
  Score: Raw -534294.129895 + Penalty 4079.716721 = -530214.413174
  nChanged 6
		SP:Iteration 29Q (2586.990000 sec): 3 clusters
  Score: Raw -534297.174675 + Penalty 4079.716721 = -530217.457954
  nChanged 7
		SP:Iteration 30Q (2587.000000 sec): 3 clusters
  Score: Raw -534299.970759 + Penalty 4079.716721 = -530220.254039
  nChanged 1
		SP:Iteration 31Q (2587.020000 sec): 3 clusters
  Score: Raw -534300.417937 + Penalty 4079.716721 = -530220.701217
  nChanged 2
		SP:Iteration 32Q (2587.030000 sec): 3 clusters
  Score: Raw -534302.694058 + Penalty 4079.716721 = -530222.977337
  nChanged 5
		SP:Iteration 33Q (2587.040000 sec): 3 clusters
  Score: Raw -534304.489011 + Penalty 4079.716721 = -530224.772291
  nChanged 4
		SP:Iteration 34Q (2587.060000 sec): 3 clusters
  Score: Raw -534306.025158 + Penalty 4079.716721 = -530226.308437
  nChanged 3
		SP:Iteration 35Q (2587.070000 sec): 3 clusters
  Score: Raw -534307.294606 + Penalty 4079.716721 = -530227.577885
  nChanged 3
		SP:Iteration 36Q (2587.090000 sec): 3 clusters
  Score: Raw -534309.117890 + Penalty 4079.716721 = -530229.401170
  nChanged 2
		SP:Iteration 37Q (2587.100000 sec): 3 clusters
  Score: Raw -534310.321192 + Penalty 4079.716721 = -530230.604471
  nChanged 3
		SP:Iteration 38Q (2587.120000 sec): 3 clusters
  Score: Raw -534311.159284 + Penalty 4079.716721 = -530231.442563
  nChanged 3
		SP:Iteration 39Q (2587.130000 sec): 3 clusters
  Score: Raw -534312.704750 + Penalty 4079.716721 = -530232.988029
  nChanged 6
		SP:Iteration 40F (2587.140000 sec): 3 clusters
  Score: Raw -534315.215147 + Penalty 4079.716721 = -530235.498427
  nChanged 8
		SP:Iteration 41Q (2587.160000 sec): 3 clusters
  Score: Raw -534317.924624 + Penalty 4079.716721 = -530238.207903
  nChanged 7
		SP:Iteration 42Q (2587.170000 sec): 3 clusters
  Score: Raw -534320.483637 + Penalty 4079.716721 = -530240.766916
  nChanged 5
		SP:Iteration 43Q (2587.190000 sec): 3 clusters
  Score: Raw -534322.828859 + Penalty 4079.716721 = -530243.112138
  nChanged 9
		SP:Iteration 44Q (2587.200000 sec): 3 clusters
  Score: Raw -534326.233686 + Penalty 4079.716721 = -530246.516965
  nChanged 6
		SP:Iteration 45Q (2587.220000 sec): 3 clusters
  Score: Raw -534328.386339 + Penalty 4079.716721 = -530248.669618
  nChanged 7
		SP:Iteration 46Q (2587.230000 sec): 3 clusters
  Score: Raw -534332.418542 + Penalty 4079.716721 = -530252.701821
  nChanged 8
		SP:Iteration 47Q (2587.240000 sec): 3 clusters
  Score: Raw -534337.871391 + Penalty 4079.716721 = -530258.154671
  nChanged 6
		SP:Iteration 48Q (2587.260000 sec): 3 clusters
  Score: Raw -534341.318139 + Penalty 4079.716721 = -530261.601418
  nChanged 6
		SP:Iteration 49Q (2587.280000 sec): 3 clusters
  Score: Raw -534343.525131 + Penalty 4079.716721 = -530263.808410
  nChanged 5
		SP:Iteration 50Q (2587.290000 sec): 3 clusters
  Score: Raw -534347.409129 + Penalty 4079.716721 = -530267.692408
  nChanged 9
		SP:Iteration 51Q (2587.300000 sec): 3 clusters
  Score: Raw -534353.886708 + Penalty 4079.716721 = -530274.169987
  nChanged 12
		SP:Iteration 52Q (2587.320000 sec): 3 clusters
  Score: Raw -534359.863642 + Penalty 4079.716721 = -530280.146921
  nChanged 8
		SP:Iteration 53Q (2587.330000 sec): 3 clusters
  Score: Raw -534363.224023 + Penalty 4079.716721 = -530283.507302
  nChanged 4
		SP:Iteration 54Q (2587.340000 sec): 3 clusters
  Score: Raw -534365.378125 + Penalty 4079.716721 = -530285.661405
  nChanged 10
		SP:Iteration 55Q (2587.360000 sec): 3 clusters
  Score: Raw -534370.316211 + Penalty 4079.716721 = -530290.599490
  nChanged 8
		SP:Iteration 56Q (2587.380000 sec): 3 clusters
  Score: Raw -534375.942753 + Penalty 4079.716721 = -530296.226032
  nChanged 12
		SP:Iteration 57Q (2587.390000 sec): 3 clusters
  Score: Raw -534381.787161 + Penalty 4079.716721 = -530302.070441
  nChanged 4
		SP:Iteration 58Q (2587.400000 sec): 3 clusters
  Score: Raw -534383.775436 + Penalty 4079.716721 = -530304.058715
  nChanged 9
		SP:Iteration 59Q (2587.420000 sec): 3 clusters
  Score: Raw -534387.978294 + Penalty 4079.716721 = -530308.261574
  nChanged 10
		SP:Iteration 60F (2587.430000 sec): 3 clusters
  Score: Raw -534392.708510 + Penalty 4079.716721 = -530312.991789
  nChanged 7
		SP:Iteration 61Q (2587.440000 sec): 3 clusters
  Score: Raw -534396.150497 + Penalty 4079.716721 = -530316.433776
  nChanged 3
		SP:Iteration 62Q (2587.460000 sec): 3 clusters
  Score: Raw -534397.297123 + Penalty 4079.716721 = -530317.580402
  nChanged 3
		SP:Iteration 63Q (2587.480000 sec): 3 clusters
  Score: Raw -534399.100153 + Penalty 4079.716721 = -530319.383432
  nChanged 3
		SP:Iteration 64Q (2587.490000 sec): 3 clusters
  Score: Raw -534400.447326 + Penalty 4079.716721 = -530320.730605
  nChanged 3
		SP:Iteration 65Q (2587.500000 sec): 3 clusters
  Score: Raw -534401.614353 + Penalty 4079.716721 = -530321.897632
  nChanged 4
		SP:Iteration 66Q (2587.520000 sec): 3 clusters
  Score: Raw -534403.497276 + Penalty 4079.716721 = -530323.780556
  nChanged 6
		SP:Iteration 67Q (2587.530000 sec): 3 clusters
  Score: Raw -534405.807426 + Penalty 4079.716721 = -530326.090705
  nChanged 2
		SP:Iteration 68Q (2587.540000 sec): 3 clusters
  Score: Raw -534406.556619 + Penalty 4079.716721 = -530326.839898
  nChanged 4
		SP:Iteration 69Q (2587.560000 sec): 3 clusters
  Score: Raw -534408.254757 + Penalty 4079.716721 = -530328.538036
  nChanged 6
		SP:Iteration 70Q (2587.570000 sec): 3 clusters
  Score: Raw -534412.730879 + Penalty 4079.716721 = -530333.014159
  nChanged 9
		SP:Iteration 71Q (2587.590000 sec): 3 clusters
  Score: Raw -534419.390871 + Penalty 4079.716721 = -530339.674150
  nChanged 12
		SP:Iteration 72Q (2587.600000 sec): 3 clusters
  Score: Raw -534426.615784 + Penalty 4079.716721 = -530346.899063
  nChanged 7
		SP:Iteration 73Q (2587.620000 sec): 3 clusters
  Score: Raw -534431.071128 + Penalty 4079.716721 = -530351.354408
  nChanged 6
		SP:Iteration 74Q (2587.630000 sec): 3 clusters
  Score: Raw -534434.036000 + Penalty 4079.716721 = -530354.319279
  nChanged 5
		SP:Iteration 75Q (2587.640000 sec): 3 clusters
  Score: Raw -534436.243625 + Penalty 4079.716721 = -530356.526905
  nChanged 2
		SP:Iteration 76Q (2587.660000 sec): 3 clusters
  Score: Raw -534437.639453 + Penalty 4079.716721 = -530357.922732
  nChanged 1
		SP:Iteration 77Q (2587.670000 sec): 3 clusters
  Score: Raw -534437.825513 + Penalty 4079.716721 = -530358.108792
  nChanged 1
		SP:Iteration 78Q (2587.680000 sec): 3 clusters
  Score: Raw -534438.416040 + Penalty 4079.716721 = -530358.699319
  nChanged 2
		SP:Iteration 79Q (2587.700000 sec): 3 clusters
  Score: Raw -534438.940645 + Penalty 4079.716721 = -530359.223924
  nChanged 1
		SP:Iteration 80F (2587.720000 sec): 3 clusters
  Score: Raw -534439.733477 + Penalty 4079.716721 = -530360.016756
  nChanged 1
		SP:Iteration 81Q (2587.730000 sec): 3 clusters
  Score: Raw -534440.202010 + Penalty 4079.716721 = -530360.485289
  nChanged 0
		SP:Iteration 82F (2587.740000 sec): 3 clusters
  Score: Raw -534440.202010 + Penalty 4079.716721 = -530360.485289
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2587.750000 sec): 2 clusters
  Score: Raw -27600.991144 + Penalty 1356.078915 = -26244.912229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2587.750000 sec): 3 clusters
  Score: Raw -27824.338355 + Penalty 2712.157830 = -25112.180525
  nChanged 27
		SP:Iteration 1F (2587.750000 sec): 3 clusters
  Score: Raw -27943.352975 + Penalty 2712.157830 = -25231.195145
  nChanged 6
		SP:Iteration 2Q (2587.750000 sec): 3 clusters
  Score: Raw -27967.105198 + Penalty 2712.157830 = -25254.947368
  nChanged 1
		SP:Iteration 3Q (2587.750000 sec): 3 clusters
  Score: Raw -27975.281818 + Penalty 2712.157830 = -25263.123988
  nChanged 1
		SP:Iteration 4Q (2587.750000 sec): 3 clusters
  Score: Raw -27980.984490 + Penalty 2712.157830 = -25268.826660
  nChanged 0
		SP:Iteration 5F (2587.750000 sec): 3 clusters
  Score: Raw -27980.984490 + Penalty 2712.157830 = -25268.826660
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (30947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2587.860000 sec): 2 clusters
  Score: Raw -4517668.183898 + Penalty 2564.327773 = -4515103.856125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2587.990000 sec): 3 clusters
  Score: Raw -4499006.939135 + Penalty 5128.655546 = -4493878.283588
  nChanged 13954
		SP:Iteration 1F (2588.120000 sec): 3 clusters
  Score: Raw -4506689.952445 + Penalty 5128.655546 = -4501561.296899
  nChanged 1398
		SP:Iteration 2Q (2588.240000 sec): 3 clusters
  Score: Raw -4507124.351432 + Penalty 5128.655546 = -4501995.695886
  nChanged 1263
		SP:Iteration 3Q (2588.380000 sec): 3 clusters
  Score: Raw -4507530.036857 + Penalty 5128.655546 = -4502401.381310
  nChanged 1194
		SP:Iteration 4Q (2588.500000 sec): 3 clusters
  Score: Raw -4507955.729463 + Penalty 5128.655546 = -4502827.073917
  nChanged 1331
		SP:Iteration 5Q (2588.630000 sec): 3 clusters
  Score: Raw -4508518.502269 + Penalty 5128.655546 = -4503389.846723
  nChanged 1544
		SP:Iteration 6Q (2588.760000 sec): 3 clusters
  Score: Raw -4509303.948625 + Penalty 5128.655546 = -4504175.293079
  nChanged 1721
		SP:Iteration 7F (2588.880000 sec): 3 clusters
  Score: Raw -4510349.480695 + Penalty 5128.655546 = -4505220.825149
  nChanged 1946
		SP:Iteration 8F (2589.010000 sec): 3 clusters
  Score: Raw -4511684.214922 + Penalty 5128.655546 = -4506555.559376
  nChanged 2066
		SP:Iteration 9F (2589.130000 sec): 3 clusters
  Score: Raw -4513203.378447 + Penalty 5128.655546 = -4508074.722901
  nChanged 1890
		SP:Iteration 10F (2589.260000 sec): 3 clusters
  Score: Raw -4514532.779068 + Penalty 5128.655546 = -4509404.123522
  nChanged 1509
		SP:Iteration 11Q (2589.380000 sec): 3 clusters
  Score: Raw -4515537.083426 + Penalty 5128.655546 = -4510408.427880
  nChanged 1079
		SP:Iteration 12Q (2589.510000 sec): 3 clusters
  Score: Raw -4516339.528858 + Penalty 5128.655546 = -4511210.873312
  nChanged 839
		SP:Iteration 13Q (2589.630000 sec): 3 clusters
  Score: Raw -4517160.903842 + Penalty 5128.655546 = -4512032.248296
  nChanged 577
		SP:Iteration 14Q (2589.740000 sec): 3 clusters
  Score: Raw -4517942.503849 + Penalty 5128.655546 = -4512813.848303
  nChanged 379
		SP:Iteration 15Q (2589.860000 sec): 3 clusters
  Score: Raw -4518321.535291 + Penalty 5128.655546 = -4513192.879744
  nChanged 272
		SP:Iteration 16Q (2589.960000 sec): 3 clusters
  Score: Raw -4518493.501434 + Penalty 5128.655546 = -4513364.845888
  nChanged 178
		SP:Iteration 17Q (2590.060000 sec): 3 clusters
  Score: Raw -4518575.365912 + Penalty 5128.655546 = -4513446.710366
  nChanged 147
		SP:Iteration 18Q (2590.160000 sec): 3 clusters
  Score: Raw -4518626.596957 + Penalty 5128.655546 = -4513497.941411
  nChanged 121
		SP:Iteration 19Q (2590.260000 sec): 3 clusters
  Score: Raw -4518667.090529 + Penalty 5128.655546 = -4513538.434983
  nChanged 91
		SP:Iteration 20F (2590.380000 sec): 3 clusters
  Score: Raw -4518691.960242 + Penalty 5128.655546 = -4513563.304696
  nChanged 71
		SP:Iteration 21Q (2590.480000 sec): 3 clusters
  Score: Raw -4518711.257325 + Penalty 5128.655546 = -4513582.601779
  nChanged 60
		SP:Iteration 22Q (2590.580000 sec): 3 clusters
  Score: Raw -4518725.419849 + Penalty 5128.655546 = -4513596.764303
  nChanged 44
		SP:Iteration 23Q (2590.680000 sec): 3 clusters
  Score: Raw -4518735.583917 + Penalty 5128.655546 = -4513606.928371
  nChanged 33
		SP:Iteration 24Q (2590.770000 sec): 3 clusters
  Score: Raw -4518743.644739 + Penalty 5128.655546 = -4513614.989193
  nChanged 40
		SP:Iteration 25Q (2590.870000 sec): 3 clusters
  Score: Raw -4518752.779881 + Penalty 5128.655546 = -4513624.124335
  nChanged 31
		SP:Iteration 26Q (2590.970000 sec): 3 clusters
  Score: Raw -4518758.915120 + Penalty 5128.655546 = -4513630.259574
  nChanged 23
		SP:Iteration 27Q (2591.060000 sec): 3 clusters
  Score: Raw -4518763.790522 + Penalty 5128.655546 = -4513635.134976
  nChanged 25
		SP:Iteration 28Q (2591.160000 sec): 3 clusters
  Score: Raw -4518768.546443 + Penalty 5128.655546 = -4513639.890897
  nChanged 19
		SP:Iteration 29Q (2591.260000 sec): 3 clusters
  Score: Raw -4518772.325802 + Penalty 5128.655546 = -4513643.670256
  nChanged 21
		SP:Iteration 30Q (2591.360000 sec): 3 clusters
  Score: Raw -4518776.125490 + Penalty 5128.655546 = -4513647.469944
  nChanged 25
		SP:Iteration 31Q (2591.450000 sec): 3 clusters
  Score: Raw -4518780.441475 + Penalty 5128.655546 = -4513651.785929
  nChanged 18
		SP:Iteration 32Q (2591.550000 sec): 3 clusters
  Score: Raw -4518783.633355 + Penalty 5128.655546 = -4513654.977809
  nChanged 17
		SP:Iteration 33Q (2591.650000 sec): 3 clusters
  Score: Raw -4518786.614349 + Penalty 5128.655546 = -4513657.958803
  nChanged 15
		SP:Iteration 34Q (2591.740000 sec): 3 clusters
  Score: Raw -4518789.312138 + Penalty 5128.655546 = -4513660.656591
  nChanged 11
		SP:Iteration 35Q (2591.840000 sec): 3 clusters
  Score: Raw -4518791.450352 + Penalty 5128.655546 = -4513662.794806
  nChanged 9
		SP:Iteration 36Q (2591.940000 sec): 3 clusters
  Score: Raw -4518792.944918 + Penalty 5128.655546 = -4513664.289372
  nChanged 8
		SP:Iteration 37Q (2592.040000 sec): 3 clusters
  Score: Raw -4518794.079384 + Penalty 5128.655546 = -4513665.423838
  nChanged 6
		SP:Iteration 38Q (2592.140000 sec): 3 clusters
  Score: Raw -4518794.716049 + Penalty 5128.655546 = -4513666.060503
  nChanged 3
		SP:Iteration 39Q (2592.240000 sec): 3 clusters
  Score: Raw -4518795.111150 + Penalty 5128.655546 = -4513666.455604
  nChanged 1
		SP:Iteration 40F (2592.360000 sec): 3 clusters
  Score: Raw -4518795.384372 + Penalty 5128.655546 = -4513666.728826
  nChanged 4
		SP:Iteration 41Q (2592.450000 sec): 3 clusters
  Score: Raw -4518796.052710 + Penalty 5128.655546 = -4513667.397164
  nChanged 3
		SP:Iteration 42Q (2592.550000 sec): 3 clusters
  Score: Raw -4518796.313979 + Penalty 5128.655546 = -4513667.658433
  nChanged 0
		SP:Iteration 43F (2592.670000 sec): 3 clusters
  Score: Raw -4518796.313979 + Penalty 5128.655546 = -4513667.658433
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2592.680000 sec): 2 clusters
  Score: Raw -59143.222450 + Penalty 1506.115044 = -57637.107406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2592.690000 sec): 3 clusters
  Score: Raw -59318.546301 + Penalty 3012.230089 = -56306.316212
  nChanged 82
		SP:Iteration 1F (2592.690000 sec): 3 clusters
  Score: Raw -59584.283669 + Penalty 3012.230089 = -56572.053580
  nChanged 24
		SP:Iteration 2F (2592.690000 sec): 3 clusters
  Score: Raw -59732.119648 + Penalty 3012.230089 = -56719.889559
  nChanged 16
		SP:Iteration 3Q (2592.690000 sec): 3 clusters
  Score: Raw -59796.257864 + Penalty 3012.230089 = -56784.027775
  nChanged 16
		SP:Iteration 4Q (2592.700000 sec): 3 clusters
  Score: Raw -59884.090021 + Penalty 3012.230089 = -56871.859932
  nChanged 20
		SP:Iteration 5Q (2592.700000 sec): 3 clusters
  Score: Raw -59964.460658 + Penalty 3012.230089 = -56952.230570
  nChanged 22
		SP:Iteration 6F (2592.700000 sec): 3 clusters
  Score: Raw -60060.617632 + Penalty 3012.230089 = -57048.387543
  nChanged 26
		SP:Iteration 7F (2592.700000 sec): 3 clusters
  Score: Raw -60214.100254 + Penalty 3012.230089 = -57201.870165
  nChanged 20
		SP:Iteration 8Q (2592.700000 sec): 3 clusters
  Score: Raw -60382.474140 + Penalty 3012.230089 = -57370.244051
  nChanged 12
		SP:Iteration 9Q (2592.700000 sec): 3 clusters
  Score: Raw -60536.057515 + Penalty 3012.230089 = -57523.827426
  nChanged 9
		SP:Iteration 10Q (2592.700000 sec): 3 clusters
  Score: Raw -60680.429021 + Penalty 3012.230089 = -57668.198932
  nChanged 3
		SP:Iteration 11Q (2592.700000 sec): 3 clusters
  Score: Raw -60704.919435 + Penalty 3012.230089 = -57692.689346
  nChanged 2
		SP:Iteration 12Q (2592.710000 sec): 3 clusters
  Score: Raw -60728.772302 + Penalty 3012.230089 = -57716.542213
  nChanged 1
		SP:Iteration 13Q (2592.710000 sec): 3 clusters
  Score: Raw -60732.794064 + Penalty 3012.230089 = -57720.563975
  nChanged 0
		SP:Iteration 14F (2592.710000 sec): 3 clusters
  Score: Raw -60732.794064 + Penalty 3012.230089 = -57720.563975
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 9.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1777 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2592.720000 sec): 2 clusters
  Score: Raw -255255.039351 + Penalty 1855.705093 = -253399.334258
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2592.730000 sec): 3 clusters
  Score: Raw -254633.096128 + Penalty 3711.410187 = -250921.685941
  nChanged 540
		SP:Iteration 1F (2592.740000 sec): 3 clusters
  Score: Raw -255066.428197 + Penalty 3711.410187 = -251355.018010
  nChanged 149
		SP:Iteration 2F (2592.740000 sec): 3 clusters
  Score: Raw -255188.727640 + Penalty 3711.410187 = -251477.317453
  nChanged 72
		SP:Iteration 3Q (2592.750000 sec): 3 clusters
  Score: Raw -255252.145274 + Penalty 3711.410187 = -251540.735087
  nChanged 49
		SP:Iteration 4Q (2592.760000 sec): 3 clusters
  Score: Raw -255292.606087 + Penalty 3711.410187 = -251581.195901
  nChanged 30
		SP:Iteration 5Q (2592.760000 sec): 3 clusters
  Score: Raw -255317.250600 + Penalty 3711.410187 = -251605.840413
  nChanged 21
		SP:Iteration 6Q (2592.770000 sec): 3 clusters
  Score: Raw -255337.387504 + Penalty 3711.410187 = -251625.977318
  nChanged 21
		SP:Iteration 7Q (2592.780000 sec): 3 clusters
  Score: Raw -255354.792647 + Penalty 3711.410187 = -251643.382461
  nChanged 14
		SP:Iteration 8Q (2592.780000 sec): 3 clusters
  Score: Raw -255365.624367 + Penalty 3711.410187 = -251654.214180
  nChanged 11
		SP:Iteration 9Q (2592.790000 sec): 3 clusters
  Score: Raw -255372.633506 + Penalty 3711.410187 = -251661.223319
  nChanged 10
		SP:Iteration 10Q (2592.800000 sec): 3 clusters
  Score: Raw -255378.254752 + Penalty 3711.410187 = -251666.844565
  nChanged 8
		SP:Iteration 11Q (2592.800000 sec): 3 clusters
  Score: Raw -255384.325530 + Penalty 3711.410187 = -251672.915343
  nChanged 3
		SP:Iteration 12Q (2592.810000 sec): 3 clusters
  Score: Raw -255385.976941 + Penalty 3711.410187 = -251674.566754
  nChanged 5
		SP:Iteration 13Q (2592.820000 sec): 3 clusters
  Score: Raw -255389.156257 + Penalty 3711.410187 = -251677.746070
  nChanged 5
		SP:Iteration 14Q (2592.820000 sec): 3 clusters
  Score: Raw -255393.142600 + Penalty 3711.410187 = -251681.732413
  nChanged 4
		SP:Iteration 15Q (2592.830000 sec): 3 clusters
  Score: Raw -255395.134477 + Penalty 3711.410187 = -251683.724290
  nChanged 7
		SP:Iteration 16Q (2592.840000 sec): 3 clusters
  Score: Raw -255400.596765 + Penalty 3711.410187 = -251689.186578
  nChanged 7
		SP:Iteration 17Q (2592.840000 sec): 3 clusters
  Score: Raw -255406.906063 + Penalty 3711.410187 = -251695.495877
  nChanged 8
		SP:Iteration 18Q (2592.850000 sec): 3 clusters
  Score: Raw -255411.207888 + Penalty 3711.410187 = -251699.797701
  nChanged 10
		SP:Iteration 19Q (2592.860000 sec): 3 clusters
  Score: Raw -255417.113600 + Penalty 3711.410187 = -251705.703413
  nChanged 8
		SP:Iteration 20F (2592.860000 sec): 3 clusters
  Score: Raw -255421.176025 + Penalty 3711.410187 = -251709.765838
  nChanged 4
		SP:Iteration 21Q (2592.870000 sec): 3 clusters
  Score: Raw -255423.114593 + Penalty 3711.410187 = -251711.704406
  nChanged 3
		SP:Iteration 22Q (2592.880000 sec): 3 clusters
  Score: Raw -255423.967729 + Penalty 3711.410187 = -251712.557542
  nChanged 2
		SP:Iteration 23Q (2592.890000 sec): 3 clusters
  Score: Raw -255424.474997 + Penalty 3711.410187 = -251713.064810
  nChanged 1
		SP:Iteration 24Q (2592.890000 sec): 3 clusters
  Score: Raw -255425.114405 + Penalty 3711.410187 = -251713.704218
  nChanged 6
		SP:Iteration 25Q (2592.900000 sec): 3 clusters
  Score: Raw -255428.053682 + Penalty 3711.410187 = -251716.643495
  nChanged 4
		SP:Iteration 26Q (2592.910000 sec): 3 clusters
  Score: Raw -255429.941024 + Penalty 3711.410187 = -251718.530837
  nChanged 5
		SP:Iteration 27Q (2592.910000 sec): 3 clusters
  Score: Raw -255434.072584 + Penalty 3711.410187 = -251722.662397
  nChanged 6
		SP:Iteration 28Q (2592.920000 sec): 3 clusters
  Score: Raw -255436.799340 + Penalty 3711.410187 = -251725.389153
  nChanged 4
		SP:Iteration 29Q (2592.930000 sec): 3 clusters
  Score: Raw -255438.582118 + Penalty 3711.410187 = -251727.171931
  nChanged 1
		SP:Iteration 30Q (2592.940000 sec): 3 clusters
  Score: Raw -255438.669070 + Penalty 3711.410187 = -251727.258883
  nChanged 0
		SP:Iteration 31F (2592.940000 sec): 3 clusters
  Score: Raw -255438.669070 + Penalty 3711.410187 = -251727.258883
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2592.940000 sec): 2 clusters
  Score: Raw -14092.726968 + Penalty 1232.513698 = -12860.213270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2592.940000 sec): 3 clusters
  Score: Raw -14517.906649 + Penalty 2465.027397 = -12052.879252
  nChanged 17
		SP:Iteration 1F (2592.940000 sec): 3 clusters
  Score: Raw -14644.711528 + Penalty 2465.027397 = -12179.684131
  nChanged 2
		SP:Iteration 2Q (2592.950000 sec): 3 clusters
  Score: Raw -14671.044637 + Penalty 2465.027397 = -12206.017241
  nChanged 0
		SP:Iteration 3F (2592.950000 sec): 3 clusters
  Score: Raw -14671.044637 + Penalty 2465.027397 = -12206.017241
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (978 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2592.950000 sec): 2 clusters
  Score: Raw -129694.040555 + Penalty 1707.606398 = -127986.434157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2592.960000 sec): 3 clusters
  Score: Raw -129533.672157 + Penalty 3415.212796 = -126118.459361
  nChanged 247
		SP:Iteration 1F (2592.960000 sec): 3 clusters
  Score: Raw -129986.370688 + Penalty 3415.212796 = -126571.157892
  nChanged 84
		SP:Iteration 2F (2592.960000 sec): 3 clusters
  Score: Raw -130193.309765 + Penalty 3415.212796 = -126778.096969
  nChanged 70
		SP:Iteration 3F (2592.970000 sec): 3 clusters
  Score: Raw -130431.102677 + Penalty 3415.212796 = -127015.889881
  nChanged 60
		SP:Iteration 4F (2592.970000 sec): 3 clusters
  Score: Raw -130675.446109 + Penalty 3415.212796 = -127260.233313
  nChanged 51
		SP:Iteration 5F (2592.980000 sec): 3 clusters
  Score: Raw -130928.532295 + Penalty 3415.212796 = -127513.319498
  nChanged 57
		SP:Iteration 6F (2592.980000 sec): 3 clusters
  Score: Raw -131177.658612 + Penalty 3415.212796 = -127762.445816
  nChanged 39
		SP:Iteration 7Q (2592.980000 sec): 3 clusters
  Score: Raw -131323.322175 + Penalty 3415.212796 = -127908.109379
  nChanged 37
		SP:Iteration 8Q (2592.980000 sec): 3 clusters
  Score: Raw -131414.262255 + Penalty 3415.212796 = -127999.049459
  nChanged 24
		SP:Iteration 9Q (2592.990000 sec): 3 clusters
  Score: Raw -131484.399777 + Penalty 3415.212796 = -128069.186980
  nChanged 17
		SP:Iteration 10Q (2592.990000 sec): 3 clusters
  Score: Raw -131531.394663 + Penalty 3415.212796 = -128116.181866
  nChanged 9
		SP:Iteration 11Q (2593.000000 sec): 3 clusters
  Score: Raw -131555.457006 + Penalty 3415.212796 = -128140.244210
  nChanged 5
		SP:Iteration 12Q (2593.000000 sec): 3 clusters
  Score: Raw -131573.273405 + Penalty 3415.212796 = -128158.060609
  nChanged 4
		SP:Iteration 13Q (2593.000000 sec): 3 clusters
  Score: Raw -131583.874741 + Penalty 3415.212796 = -128168.661944
  nChanged 4
		SP:Iteration 14Q (2593.000000 sec): 3 clusters
  Score: Raw -131595.306475 + Penalty 3415.212796 = -128180.093678
  nChanged 2
		SP:Iteration 15Q (2593.010000 sec): 3 clusters
  Score: Raw -131604.221002 + Penalty 3415.212796 = -128189.008206
  nChanged 1
		SP:Iteration 16Q (2593.010000 sec): 3 clusters
  Score: Raw -131608.425839 + Penalty 3415.212796 = -128193.213043
  nChanged 1
		SP:Iteration 17Q (2593.010000 sec): 3 clusters
  Score: Raw -131610.156392 + Penalty 3415.212796 = -128194.943596
  nChanged 1
		SP:Iteration 18Q (2593.020000 sec): 3 clusters
  Score: Raw -131612.500283 + Penalty 3415.212796 = -128197.287487
  nChanged 1
		SP:Iteration 19Q (2593.020000 sec): 3 clusters
  Score: Raw -131614.901164 + Penalty 3415.212796 = -128199.688368
  nChanged 1
		SP:Iteration 20F (2593.020000 sec): 3 clusters
  Score: Raw -131618.807870 + Penalty 3415.212796 = -128203.595073
  nChanged 2
		SP:Iteration 21Q (2593.020000 sec): 3 clusters
  Score: Raw -131634.220299 + Penalty 3415.212796 = -128219.007503
  nChanged 2
		SP:Iteration 22Q (2593.030000 sec): 3 clusters
  Score: Raw -131646.972948 + Penalty 3415.212796 = -128231.760151
  nChanged 2
		SP:Iteration 23Q (2593.030000 sec): 3 clusters
  Score: Raw -131664.586328 + Penalty 3415.212796 = -128249.373531
  nChanged 2
		SP:Iteration 24Q (2593.040000 sec): 3 clusters
  Score: Raw -131679.493471 + Penalty 3415.212796 = -128264.280675
  nChanged 0
		SP:Iteration 25F (2593.040000 sec): 3 clusters
  Score: Raw -131679.493471 + Penalty 3415.212796 = -128264.280675
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 23.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (142306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2593.540000 sec): 2 clusters
  Score: Raw -20666163.101716 + Penalty 2942.702267 = -20663220.399449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2594.120000 sec): 3 clusters
  Score: Raw -20574041.422194 + Penalty 5885.404534 = -20568156.017660
  nChanged 67785
		SP:Iteration 1F (2594.680000 sec): 3 clusters
  Score: Raw -20613047.375471 + Penalty 5885.404534 = -20607161.970937
  nChanged 4562
		SP:Iteration 2Q (2595.250000 sec): 3 clusters
  Score: Raw -20614253.325697 + Penalty 5885.404534 = -20608367.921163
  nChanged 5007
		SP:Iteration 3Q (2595.830000 sec): 3 clusters
  Score: Raw -20615817.082186 + Penalty 5885.404534 = -20609931.677652
  nChanged 5596
		SP:Iteration 4Q (2596.410000 sec): 3 clusters
  Score: Raw -20617956.297378 + Penalty 5885.404534 = -20612070.892844
  nChanged 6444
		SP:Iteration 5Q (2596.990000 sec): 3 clusters
  Score: Raw -20620947.060497 + Penalty 5885.404534 = -20615061.655963
  nChanged 7361
		SP:Iteration 6F (2597.550000 sec): 3 clusters
  Score: Raw -20625061.222836 + Penalty 5885.404534 = -20619175.818302
  nChanged 8313
		SP:Iteration 7F (2598.120000 sec): 3 clusters
  Score: Raw -20630495.784998 + Penalty 5885.404534 = -20624610.380464
  nChanged 8919
		SP:Iteration 8F (2598.680000 sec): 3 clusters
  Score: Raw -20636925.097098 + Penalty 5885.404534 = -20631039.692564
  nChanged 8871
		SP:Iteration 9F (2599.250000 sec): 3 clusters
  Score: Raw -20643557.642080 + Penalty 5885.404534 = -20637672.237546
  nChanged 8003
		SP:Iteration 10F (2599.810000 sec): 3 clusters
  Score: Raw -20649564.825261 + Penalty 5885.404534 = -20643679.420727
  nChanged 6567
		SP:Iteration 11Q (2600.340000 sec): 3 clusters
  Score: Raw -20654368.467154 + Penalty 5885.404534 = -20648483.062620
  nChanged 5141
		SP:Iteration 12Q (2600.860000 sec): 3 clusters
  Score: Raw -20657946.634344 + Penalty 5885.404534 = -20652061.229810
  nChanged 3968
		SP:Iteration 13Q (2601.340000 sec): 3 clusters
  Score: Raw -20660574.324786 + Penalty 5885.404534 = -20654688.920252
  nChanged 3012
		SP:Iteration 14Q (2601.820000 sec): 3 clusters
  Score: Raw -20662499.531641 + Penalty 5885.404534 = -20656614.127107
  nChanged 2262
		SP:Iteration 15Q (2602.270000 sec): 3 clusters
  Score: Raw -20663917.540772 + Penalty 5885.404534 = -20658032.136238
  nChanged 1618
		SP:Iteration 16Q (2602.710000 sec): 3 clusters
  Score: Raw -20664947.321459 + Penalty 5885.404534 = -20659061.916925
  nChanged 1085
		SP:Iteration 17Q (2603.140000 sec): 3 clusters
  Score: Raw -20665649.099831 + Penalty 5885.404534 = -20659763.695297
  nChanged 696
		SP:Iteration 18Q (2603.560000 sec): 3 clusters
  Score: Raw -20666077.837679 + Penalty 5885.404534 = -20660192.433145
  nChanged 514
		SP:Iteration 19Q (2603.980000 sec): 3 clusters
  Score: Raw -20666351.383739 + Penalty 5885.404534 = -20660465.979205
  nChanged 359
		SP:Iteration 20F (2604.540000 sec): 3 clusters
  Score: Raw -20666509.467758 + Penalty 5885.404534 = -20660624.063224
  nChanged 244
		SP:Iteration 21Q (2604.950000 sec): 3 clusters
  Score: Raw -20666613.912329 + Penalty 5885.404534 = -20660728.507795
  nChanged 208
		SP:Iteration 22Q (2605.360000 sec): 3 clusters
  Score: Raw -20666700.818201 + Penalty 5885.404534 = -20660815.413667
  nChanged 175
		SP:Iteration 23Q (2605.780000 sec): 3 clusters
  Score: Raw -20666765.689198 + Penalty 5885.404534 = -20660880.284664
  nChanged 119
		SP:Iteration 24Q (2606.200000 sec): 3 clusters
  Score: Raw -20666808.103706 + Penalty 5885.404534 = -20660922.699172
  nChanged 86
		SP:Iteration 25Q (2606.600000 sec): 3 clusters
  Score: Raw -20666832.322991 + Penalty 5885.404534 = -20660946.918457
  nChanged 61
		SP:Iteration 26Q (2607.010000 sec): 3 clusters
  Score: Raw -20666848.452611 + Penalty 5885.404534 = -20660963.048077
  nChanged 53
		SP:Iteration 27Q (2607.420000 sec): 3 clusters
  Score: Raw -20666862.462918 + Penalty 5885.404534 = -20660977.058384
  nChanged 47
		SP:Iteration 28Q (2607.830000 sec): 3 clusters
  Score: Raw -20666874.415026 + Penalty 5885.404534 = -20660989.010492
  nChanged 40
		SP:Iteration 29Q (2608.230000 sec): 3 clusters
  Score: Raw -20666883.510282 + Penalty 5885.404534 = -20660998.105748
  nChanged 34
		SP:Iteration 30Q (2608.640000 sec): 3 clusters
  Score: Raw -20666893.350386 + Penalty 5885.404534 = -20661007.945852
  nChanged 36
		SP:Iteration 31Q (2609.040000 sec): 3 clusters
  Score: Raw -20666903.407839 + Penalty 5885.404534 = -20661018.003305
  nChanged 40
		SP:Iteration 32Q (2609.440000 sec): 3 clusters
  Score: Raw -20666914.091904 + Penalty 5885.404534 = -20661028.687370
  nChanged 38
		SP:Iteration 33Q (2609.850000 sec): 3 clusters
  Score: Raw -20666923.565953 + Penalty 5885.404534 = -20661038.161419
  nChanged 30
		SP:Iteration 34Q (2610.250000 sec): 3 clusters
  Score: Raw -20666929.995049 + Penalty 5885.404534 = -20661044.590515
  nChanged 23
		SP:Iteration 35Q (2610.660000 sec): 3 clusters
  Score: Raw -20666936.073388 + Penalty 5885.404534 = -20661050.668854
  nChanged 21
		SP:Iteration 36Q (2611.060000 sec): 3 clusters
  Score: Raw -20666940.436700 + Penalty 5885.404534 = -20661055.032166
  nChanged 14
		SP:Iteration 37Q (2611.460000 sec): 3 clusters
  Score: Raw -20666943.529912 + Penalty 5885.404534 = -20661058.125378
  nChanged 15
		SP:Iteration 38Q (2611.860000 sec): 3 clusters
  Score: Raw -20666946.706133 + Penalty 5885.404534 = -20661061.301599
  nChanged 15
		SP:Iteration 39Q (2612.270000 sec): 3 clusters
  Score: Raw -20666950.652126 + Penalty 5885.404534 = -20661065.247592
  nChanged 12
		SP:Iteration 40F (2612.840000 sec): 3 clusters
  Score: Raw -20666953.699808 + Penalty 5885.404534 = -20661068.295274
  nChanged 12
		SP:Iteration 41Q (2613.240000 sec): 3 clusters
  Score: Raw -20666956.228195 + Penalty 5885.404534 = -20661070.823661
  nChanged 10
		SP:Iteration 42Q (2613.640000 sec): 3 clusters
  Score: Raw -20666958.287929 + Penalty 5885.404534 = -20661072.883395
  nChanged 7
		SP:Iteration 43Q (2614.040000 sec): 3 clusters
  Score: Raw -20666959.970981 + Penalty 5885.404534 = -20661074.566446
  nChanged 7
		SP:Iteration 44Q (2614.450000 sec): 3 clusters
  Score: Raw -20666961.547790 + Penalty 5885.404534 = -20661076.143256
  nChanged 5
		SP:Iteration 45Q (2614.860000 sec): 3 clusters
  Score: Raw -20666962.565703 + Penalty 5885.404534 = -20661077.161169
  nChanged 5
		SP:Iteration 46Q (2615.260000 sec): 3 clusters
  Score: Raw -20666963.731931 + Penalty 5885.404534 = -20661078.327397
  nChanged 5
		SP:Iteration 47Q (2615.660000 sec): 3 clusters
  Score: Raw -20666964.731090 + Penalty 5885.404534 = -20661079.326556
  nChanged 4
		SP:Iteration 48Q (2616.080000 sec): 3 clusters
  Score: Raw -20666965.474542 + Penalty 5885.404534 = -20661080.070008
  nChanged 5
		SP:Iteration 49Q (2616.480000 sec): 3 clusters
  Score: Raw -20666966.045600 + Penalty 5885.404534 = -20661080.641066
  nChanged 2
		SP:Iteration 50Q (2616.890000 sec): 3 clusters
  Score: Raw -20666966.447941 + Penalty 5885.404534 = -20661081.043407
  nChanged 1
		SP:Iteration 51Q (2617.300000 sec): 3 clusters
  Score: Raw -20666966.650842 + Penalty 5885.404534 = -20661081.246308
  nChanged 3
		SP:Iteration 52Q (2617.710000 sec): 3 clusters
  Score: Raw -20666967.481753 + Penalty 5885.404534 = -20661082.077219
  nChanged 2
		SP:Iteration 53Q (2618.110000 sec): 3 clusters
  Score: Raw -20666967.918036 + Penalty 5885.404534 = -20661082.513502
  nChanged 2
		SP:Iteration 54Q (2618.510000 sec): 3 clusters
  Score: Raw -20666968.381779 + Penalty 5885.404534 = -20661082.977245
  nChanged 2
		SP:Iteration 55Q (2618.890000 sec): 3 clusters
  Score: Raw -20666968.608960 + Penalty 5885.404534 = -20661083.204426
  nChanged 1
		SP:Iteration 56Q (2619.270000 sec): 3 clusters
  Score: Raw -20666968.784514 + Penalty 5885.404534 = -20661083.379980
  nChanged 0
		SP:Iteration 57F (2619.800000 sec): 3 clusters
  Score: Raw -20666968.784514 + Penalty 5885.404534 = -20661083.379980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2619.870000 sec): 2 clusters
  Score: Raw -19667.259116 + Penalty 1308.972435 = -18358.286681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2619.870000 sec): 3 clusters
  Score: Raw -19934.149704 + Penalty 2617.944871 = -17316.204833
  nChanged 15
		SP:Iteration 1F (2619.870000 sec): 3 clusters
  Score: Raw -20015.993586 + Penalty 2617.944871 = -17398.048715
  nChanged 10
		SP:Iteration 2F (2619.870000 sec): 3 clusters
  Score: Raw -20078.872031 + Penalty 2617.944871 = -17460.927160
  nChanged 6
		SP:Iteration 3Q (2619.870000 sec): 3 clusters
  Score: Raw -20126.845217 + Penalty 2617.944871 = -17508.900346
  nChanged 4
		SP:Iteration 4Q (2619.870000 sec): 3 clusters
  Score: Raw -20151.572029 + Penalty 2617.944871 = -17533.627158
  nChanged 3
		SP:Iteration 5Q (2619.870000 sec): 3 clusters
  Score: Raw -20167.594773 + Penalty 2617.944871 = -17549.649902
  nChanged 1
		SP:Iteration 6Q (2619.880000 sec): 3 clusters
  Score: Raw -20175.470025 + Penalty 2617.944871 = -17557.525154
  nChanged 2
		SP:Iteration 7Q (2619.880000 sec): 3 clusters
  Score: Raw -20191.777814 + Penalty 2617.944871 = -17573.832943
  nChanged 0
		SP:Iteration 8F (2619.880000 sec): 3 clusters
  Score: Raw -20191.777814 + Penalty 2617.944871 = -17573.832943
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 29 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2619.880000 sec): 2 clusters
  Score: Raw -74196.170923 + Penalty 1539.730326 = -72656.440597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2619.880000 sec): 3 clusters
  Score: Raw -74225.403661 + Penalty 3079.460653 = -71145.943009
  nChanged 67
		SP:Iteration 1F (2619.880000 sec): 3 clusters
  Score: Raw -74358.436031 + Penalty 3079.460653 = -71278.975378
  nChanged 16
		SP:Iteration 2Q (2619.880000 sec): 3 clusters
  Score: Raw -74403.016384 + Penalty 3079.460653 = -71323.555731
  nChanged 4
		SP:Iteration 3Q (2619.890000 sec): 3 clusters
  Score: Raw -74409.761309 + Penalty 3079.460653 = -71330.300656
  nChanged 3
		SP:Iteration 4Q (2619.890000 sec): 3 clusters
  Score: Raw -74415.131152 + Penalty 3079.460653 = -71335.670499
  nChanged 2
		SP:Iteration 5Q (2619.890000 sec): 3 clusters
  Score: Raw -74418.268069 + Penalty 3079.460653 = -71338.807416
  nChanged 0
		SP:Iteration 6F (2619.890000 sec): 3 clusters
  Score: Raw -74418.268069 + Penalty 3079.460653 = -71338.807416
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 30 (34446 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2620.020000 sec): 2 clusters
  Score: Raw -5264741.775465 + Penalty 2590.892744 = -5262150.882721
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2620.150000 sec): 3 clusters
  Score: Raw -5243795.893770 + Penalty 5181.785487 = -5238614.108283
  nChanged 15609
		SP:Iteration 1F (2620.280000 sec): 3 clusters
  Score: Raw -5252488.403461 + Penalty 5181.785487 = -5247306.617974
  nChanged 1681
		SP:Iteration 2Q (2620.410000 sec): 3 clusters
  Score: Raw -5253084.720862 + Penalty 5181.785487 = -5247902.935375
  nChanged 1663
		SP:Iteration 3Q (2620.550000 sec): 3 clusters
  Score: Raw -5253777.570569 + Penalty 5181.785487 = -5248595.785082
  nChanged 1826
		SP:Iteration 4F (2620.680000 sec): 3 clusters
  Score: Raw -5254653.869205 + Penalty 5181.785487 = -5249472.083718
  nChanged 2026
		SP:Iteration 5F (2620.810000 sec): 3 clusters
  Score: Raw -5255862.215414 + Penalty 5181.785487 = -5250680.429927
  nChanged 2307
		SP:Iteration 6F (2620.940000 sec): 3 clusters
  Score: Raw -5257517.515160 + Penalty 5181.785487 = -5252335.729673
  nChanged 2269
		SP:Iteration 7F (2621.070000 sec): 3 clusters
  Score: Raw -5259295.387425 + Penalty 5181.785487 = -5254113.601938
  nChanged 2005
		SP:Iteration 8F (2621.200000 sec): 3 clusters
  Score: Raw -5260970.090637 + Penalty 5181.785487 = -5255788.305150
  nChanged 1502
		SP:Iteration 9Q (2621.330000 sec): 3 clusters
  Score: Raw -5262328.632130 + Penalty 5181.785487 = -5257146.846643
  nChanged 1006
		SP:Iteration 10Q (2621.460000 sec): 3 clusters
  Score: Raw -5263168.668025 + Penalty 5181.785487 = -5257986.882538
  nChanged 691
		SP:Iteration 11Q (2621.580000 sec): 3 clusters
  Score: Raw -5263607.599317 + Penalty 5181.785487 = -5258425.813830
  nChanged 494
		SP:Iteration 12Q (2621.690000 sec): 3 clusters
  Score: Raw -5263859.693473 + Penalty 5181.785487 = -5258677.907986
  nChanged 342
		SP:Iteration 13Q (2621.800000 sec): 3 clusters
  Score: Raw -5263996.765493 + Penalty 5181.785487 = -5258814.980006
  nChanged 252
		SP:Iteration 14Q (2621.900000 sec): 3 clusters
  Score: Raw -5264101.809681 + Penalty 5181.785487 = -5258920.024194
  nChanged 205
		SP:Iteration 15Q (2622.010000 sec): 3 clusters
  Score: Raw -5264179.119966 + Penalty 5181.785487 = -5258997.334479
  nChanged 183
		SP:Iteration 16Q (2622.120000 sec): 3 clusters
  Score: Raw -5264245.489773 + Penalty 5181.785487 = -5259063.704286
  nChanged 151
		SP:Iteration 17Q (2622.220000 sec): 3 clusters
  Score: Raw -5264294.610741 + Penalty 5181.785487 = -5259112.825254
  nChanged 146
		SP:Iteration 18Q (2622.320000 sec): 3 clusters
  Score: Raw -5264339.320868 + Penalty 5181.785487 = -5259157.535381
  nChanged 137
		SP:Iteration 19Q (2622.430000 sec): 3 clusters
  Score: Raw -5264385.969741 + Penalty 5181.785487 = -5259204.184254
  nChanged 114
		SP:Iteration 20F (2622.560000 sec): 3 clusters
  Score: Raw -5264424.672095 + Penalty 5181.785487 = -5259242.886608
  nChanged 93
		SP:Iteration 21Q (2622.660000 sec): 3 clusters
  Score: Raw -5264453.395507 + Penalty 5181.785487 = -5259271.610020
  nChanged 98
		SP:Iteration 22Q (2622.760000 sec): 3 clusters
  Score: Raw -5264493.257956 + Penalty 5181.785487 = -5259311.472469
  nChanged 108
		SP:Iteration 23Q (2622.860000 sec): 3 clusters
  Score: Raw -5264531.659287 + Penalty 5181.785487 = -5259349.873800
  nChanged 96
		SP:Iteration 24Q (2622.960000 sec): 3 clusters
  Score: Raw -5264563.325553 + Penalty 5181.785487 = -5259381.540066
  nChanged 77
		SP:Iteration 25Q (2623.060000 sec): 3 clusters
  Score: Raw -5264586.899123 + Penalty 5181.785487 = -5259405.113636
  nChanged 73
		SP:Iteration 26Q (2623.160000 sec): 3 clusters
  Score: Raw -5264612.760105 + Penalty 5181.785487 = -5259430.974618
  nChanged 88
		SP:Iteration 27Q (2623.260000 sec): 3 clusters
  Score: Raw -5264639.011371 + Penalty 5181.785487 = -5259457.225884
  nChanged 76
		SP:Iteration 28Q (2623.370000 sec): 3 clusters
  Score: Raw -5264664.217847 + Penalty 5181.785487 = -5259482.432360
  nChanged 79
		SP:Iteration 29Q (2623.460000 sec): 3 clusters
  Score: Raw -5264688.464895 + Penalty 5181.785487 = -5259506.679408
  nChanged 73
		SP:Iteration 30Q (2623.570000 sec): 3 clusters
  Score: Raw -5264713.625136 + Penalty 5181.785487 = -5259531.839649
  nChanged 62
		SP:Iteration 31Q (2623.660000 sec): 3 clusters
  Score: Raw -5264734.159867 + Penalty 5181.785487 = -5259552.374380
  nChanged 56
		SP:Iteration 32Q (2623.770000 sec): 3 clusters
  Score: Raw -5264754.884778 + Penalty 5181.785487 = -5259573.099291
  nChanged 53
		SP:Iteration 33Q (2623.870000 sec): 3 clusters
  Score: Raw -5264773.343226 + Penalty 5181.785487 = -5259591.557739
  nChanged 42
		SP:Iteration 34Q (2623.960000 sec): 3 clusters
  Score: Raw -5264788.559346 + Penalty 5181.785487 = -5259606.773859
  nChanged 56
		SP:Iteration 35Q (2624.060000 sec): 3 clusters
  Score: Raw -5264810.974799 + Penalty 5181.785487 = -5259629.189312
  nChanged 44
		SP:Iteration 36Q (2624.160000 sec): 3 clusters
  Score: Raw -5264828.710820 + Penalty 5181.785487 = -5259646.925333
  nChanged 39
		SP:Iteration 37Q (2624.260000 sec): 3 clusters
  Score: Raw -5264842.155046 + Penalty 5181.785487 = -5259660.369559
  nChanged 34
		SP:Iteration 38Q (2624.350000 sec): 3 clusters
  Score: Raw -5264853.759834 + Penalty 5181.785487 = -5259671.974347
  nChanged 40
		SP:Iteration 39Q (2624.450000 sec): 3 clusters
  Score: Raw -5264871.301547 + Penalty 5181.785487 = -5259689.516060
  nChanged 50
		SP:Iteration 40F (2624.580000 sec): 3 clusters
  Score: Raw -5264891.654218 + Penalty 5181.785487 = -5259709.868731
  nChanged 36
		SP:Iteration 41Q (2624.680000 sec): 3 clusters
  Score: Raw -5264908.283441 + Penalty 5181.785487 = -5259726.497954
  nChanged 42
		SP:Iteration 42Q (2624.780000 sec): 3 clusters
  Score: Raw -5264927.508747 + Penalty 5181.785487 = -5259745.723260
  nChanged 37
		SP:Iteration 43Q (2624.870000 sec): 3 clusters
  Score: Raw -5264946.316582 + Penalty 5181.785487 = -5259764.531095
  nChanged 38
		SP:Iteration 44Q (2624.960000 sec): 3 clusters
  Score: Raw -5264963.886178 + Penalty 5181.785487 = -5259782.100691
  nChanged 32
		SP:Iteration 45Q (2625.060000 sec): 3 clusters
  Score: Raw -5264977.227059 + Penalty 5181.785487 = -5259795.441572
  nChanged 22
		SP:Iteration 46Q (2625.160000 sec): 3 clusters
  Score: Raw -5264984.170654 + Penalty 5181.785487 = -5259802.385167
  nChanged 24
		SP:Iteration 47Q (2625.250000 sec): 3 clusters
  Score: Raw -5264993.384371 + Penalty 5181.785487 = -5259811.598884
  nChanged 24
		SP:Iteration 48Q (2625.340000 sec): 3 clusters
  Score: Raw -5265005.104433 + Penalty 5181.785487 = -5259823.318946
  nChanged 20
		SP:Iteration 49Q (2625.440000 sec): 3 clusters
  Score: Raw -5265015.562686 + Penalty 5181.785487 = -5259833.777199
  nChanged 19
		SP:Iteration 50Q (2625.540000 sec): 3 clusters
  Score: Raw -5265024.293688 + Penalty 5181.785487 = -5259842.508201
  nChanged 19
		SP:Iteration 51Q (2625.630000 sec): 3 clusters
  Score: Raw -5265032.670965 + Penalty 5181.785487 = -5259850.885478
  nChanged 13
		SP:Iteration 52Q (2625.720000 sec): 3 clusters
  Score: Raw -5265037.632365 + Penalty 5181.785487 = -5259855.846878
  nChanged 14
		SP:Iteration 53Q (2625.820000 sec): 3 clusters
  Score: Raw -5265043.034949 + Penalty 5181.785487 = -5259861.249462
  nChanged 7
		SP:Iteration 54Q (2625.910000 sec): 3 clusters
  Score: Raw -5265045.736064 + Penalty 5181.785487 = -5259863.950577
  nChanged 11
		SP:Iteration 55Q (2626.000000 sec): 3 clusters
  Score: Raw -5265051.083285 + Penalty 5181.785487 = -5259869.297798
  nChanged 10
		SP:Iteration 56Q (2626.100000 sec): 3 clusters
  Score: Raw -5265057.715990 + Penalty 5181.785487 = -5259875.930503
  nChanged 13
		SP:Iteration 57Q (2626.190000 sec): 3 clusters
  Score: Raw -5265064.927594 + Penalty 5181.785487 = -5259883.142107
  nChanged 10
		SP:Iteration 58Q (2626.280000 sec): 3 clusters
  Score: Raw -5265068.025202 + Penalty 5181.785487 = -5259886.239715
  nChanged 11
		SP:Iteration 59Q (2626.380000 sec): 3 clusters
  Score: Raw -5265072.337388 + Penalty 5181.785487 = -5259890.551901
  nChanged 3
		SP:Iteration 60F (2626.510000 sec): 3 clusters
  Score: Raw -5265073.604466 + Penalty 5181.785487 = -5259891.818979
  nChanged 4
		SP:Iteration 61Q (2626.600000 sec): 3 clusters
  Score: Raw -5265075.145330 + Penalty 5181.785487 = -5259893.359843
  nChanged 3
		SP:Iteration 62Q (2626.700000 sec): 3 clusters
  Score: Raw -5265076.011838 + Penalty 5181.785487 = -5259894.226351
  nChanged 2
		SP:Iteration 63Q (2626.790000 sec): 3 clusters
  Score: Raw -5265076.789083 + Penalty 5181.785487 = -5259895.003596
  nChanged 3
		SP:Iteration 64Q (2626.880000 sec): 3 clusters
  Score: Raw -5265078.086761 + Penalty 5181.785487 = -5259896.301274
  nChanged 2
		SP:Iteration 65Q (2626.980000 sec): 3 clusters
  Score: Raw -5265078.765222 + Penalty 5181.785487 = -5259896.979735
  nChanged 2
		SP:Iteration 66Q (2627.070000 sec): 3 clusters
  Score: Raw -5265079.515407 + Penalty 5181.785487 = -5259897.729920
  nChanged 0
		SP:Iteration 67F (2627.200000 sec): 3 clusters
  Score: Raw -5265079.515407 + Penalty 5181.785487 = -5259897.729920
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 31 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2627.220000 sec): 2 clusters
  Score: Raw -27088.895071 + Penalty 1372.280593 = -25716.614478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2627.220000 sec): 3 clusters
  Score: Raw -27317.332098 + Penalty 2744.561186 = -24572.770912
  nChanged 33
		SP:Iteration 1F (2627.220000 sec): 3 clusters
  Score: Raw -27450.090675 + Penalty 2744.561186 = -24705.529488
  nChanged 22
		SP:Iteration 2F (2627.220000 sec): 3 clusters
  Score: Raw -27641.077679 + Penalty 2744.561186 = -24896.516492
  nChanged 9
		SP:Iteration 3Q (2627.220000 sec): 3 clusters
  Score: Raw -27686.033305 + Penalty 2744.561186 = -24941.472118
  nChanged 8
		SP:Iteration 4Q (2627.220000 sec): 3 clusters
  Score: Raw -27748.198124 + Penalty 2744.561186 = -25003.636938
  nChanged 2
		SP:Iteration 5Q (2627.220000 sec): 3 clusters
  Score: Raw -27764.602045 + Penalty 2744.561186 = -25020.040859
  nChanged 0
		SP:Iteration 6F (2627.220000 sec): 3 clusters
  Score: Raw -27764.602045 + Penalty 2744.561186 = -25020.040859
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 32 (721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2627.220000 sec): 2 clusters
  Score: Raw -92353.119768 + Penalty 1631.998506 = -90721.121262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2627.230000 sec): 3 clusters
  Score: Raw -92285.587274 + Penalty 3263.997012 = -89021.590262
  nChanged 165
		SP:Iteration 1F (2627.230000 sec): 3 clusters
  Score: Raw -92574.875198 + Penalty 3263.997012 = -89310.878185
  nChanged 56
		SP:Iteration 2F (2627.230000 sec): 3 clusters
  Score: Raw -92688.165006 + Penalty 3263.997012 = -89424.167994
  nChanged 37
		SP:Iteration 3F (2627.240000 sec): 3 clusters
  Score: Raw -92812.791614 + Penalty 3263.997012 = -89548.794602
  nChanged 29
		SP:Iteration 4Q (2627.240000 sec): 3 clusters
  Score: Raw -92928.986826 + Penalty 3263.997012 = -89664.989814
  nChanged 20
		SP:Iteration 5Q (2627.240000 sec): 3 clusters
  Score: Raw -92988.607720 + Penalty 3263.997012 = -89724.610708
  nChanged 24
		SP:Iteration 6Q (2627.240000 sec): 3 clusters
  Score: Raw -93089.457559 + Penalty 3263.997012 = -89825.460547
  nChanged 16
		SP:Iteration 7Q (2627.240000 sec): 3 clusters
  Score: Raw -93173.197087 + Penalty 3263.997012 = -89909.200075
  nChanged 16
		SP:Iteration 8Q (2627.250000 sec): 3 clusters
  Score: Raw -93227.555237 + Penalty 3263.997012 = -89963.558225
  nChanged 10
		SP:Iteration 9Q (2627.250000 sec): 3 clusters
  Score: Raw -93249.308157 + Penalty 3263.997012 = -89985.311145
  nChanged 9
		SP:Iteration 10Q (2627.250000 sec): 3 clusters
  Score: Raw -93273.859046 + Penalty 3263.997012 = -90009.862034
  nChanged 4
		SP:Iteration 11Q (2627.260000 sec): 3 clusters
  Score: Raw -93285.914432 + Penalty 3263.997012 = -90021.917420
  nChanged 3
		SP:Iteration 12Q (2627.260000 sec): 3 clusters
  Score: Raw -93289.571321 + Penalty 3263.997012 = -90025.574309
  nChanged 4
		SP:Iteration 13Q (2627.260000 sec): 3 clusters
  Score: Raw -93298.656310 + Penalty 3263.997012 = -90034.659297
  nChanged 5
		SP:Iteration 14Q (2627.260000 sec): 3 clusters
  Score: Raw -93307.384198 + Penalty 3263.997012 = -90043.387186
  nChanged 3
		SP:Iteration 15Q (2627.260000 sec): 3 clusters
  Score: Raw -93321.589441 + Penalty 3263.997012 = -90057.592429
  nChanged 3
		SP:Iteration 16Q (2627.260000 sec): 3 clusters
  Score: Raw -93324.209959 + Penalty 3263.997012 = -90060.212947
  nChanged 2
		SP:Iteration 17Q (2627.270000 sec): 3 clusters
  Score: Raw -93327.956730 + Penalty 3263.997012 = -90063.959718
  nChanged 2
		SP:Iteration 18Q (2627.270000 sec): 3 clusters
  Score: Raw -93335.231235 + Penalty 3263.997012 = -90071.234223
  nChanged 3
		SP:Iteration 19Q (2627.270000 sec): 3 clusters
  Score: Raw -93342.538932 + Penalty 3263.997012 = -90078.541920
  nChanged 2
		SP:Iteration 20F (2627.280000 sec): 3 clusters
  Score: Raw -93347.390187 + Penalty 3263.997012 = -90083.393175
  nChanged 2
		SP:Iteration 21Q (2627.280000 sec): 3 clusters
  Score: Raw -93351.631330 + Penalty 3263.997012 = -90087.634318
  nChanged 3
		SP:Iteration 22Q (2627.280000 sec): 3 clusters
  Score: Raw -93357.660847 + Penalty 3263.997012 = -90093.663835
  nChanged 2
		SP:Iteration 23Q (2627.280000 sec): 3 clusters
  Score: Raw -93359.701390 + Penalty 3263.997012 = -90095.704378
  nChanged 0
		SP:Iteration 24F (2627.280000 sec): 3 clusters
  Score: Raw -93359.701390 + Penalty 3263.997012 = -90095.704378
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 33 (193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2627.290000 sec): 2 clusters
  Score: Raw -25068.601729 + Penalty 1305.147167 = -23763.454562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2627.290000 sec): 3 clusters
  Score: Raw -25475.950536 + Penalty 2610.294334 = -22865.656202
  nChanged 22
		SP:Iteration 1F (2627.290000 sec): 3 clusters
  Score: Raw -25588.137643 + Penalty 2610.294334 = -22977.843309
  nChanged 2
		SP:Iteration 2Q (2627.290000 sec): 3 clusters
  Score: Raw -25652.909530 + Penalty 2610.294334 = -23042.615197
  nChanged 2
		SP:Iteration 3Q (2627.290000 sec): 3 clusters
  Score: Raw -25660.072210 + Penalty 2610.294334 = -23049.777877
  nChanged 0
		SP:Iteration 4F (2627.290000 sec): 3 clusters
  Score: Raw -25660.072210 + Penalty 2610.294334 = -23049.777877
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 34 (927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2627.300000 sec): 2 clusters
  Score: Raw -122976.049857 + Penalty 1694.324484 = -121281.725372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2627.300000 sec): 3 clusters
  Score: Raw -122773.358354 + Penalty 3388.648969 = -119384.709386
  nChanged 241
		SP:Iteration 1F (2627.300000 sec): 3 clusters
  Score: Raw -123053.379577 + Penalty 3388.648969 = -119664.730609
  nChanged 44
		SP:Iteration 2Q (2627.310000 sec): 3 clusters
  Score: Raw -123119.802639 + Penalty 3388.648969 = -119731.153670
  nChanged 30
		SP:Iteration 3Q (2627.310000 sec): 3 clusters
  Score: Raw -123160.186479 + Penalty 3388.648969 = -119771.537510
  nChanged 22
		SP:Iteration 4Q (2627.310000 sec): 3 clusters
  Score: Raw -123187.730836 + Penalty 3388.648969 = -119799.081868
  nChanged 10
		SP:Iteration 5Q (2627.320000 sec): 3 clusters
  Score: Raw -123198.626147 + Penalty 3388.648969 = -119809.977179
  nChanged 7
		SP:Iteration 6Q (2627.320000 sec): 3 clusters
  Score: Raw -123205.918087 + Penalty 3388.648969 = -119817.269118
  nChanged 7
		SP:Iteration 7Q (2627.320000 sec): 3 clusters
  Score: Raw -123214.808321 + Penalty 3388.648969 = -119826.159353
  nChanged 5
		SP:Iteration 8Q (2627.330000 sec): 3 clusters
  Score: Raw -123220.046483 + Penalty 3388.648969 = -119831.397514
  nChanged 4
		SP:Iteration 9Q (2627.330000 sec): 3 clusters
  Score: Raw -123225.971073 + Penalty 3388.648969 = -119837.322104
  nChanged 6
		SP:Iteration 10Q (2627.330000 sec): 3 clusters
  Score: Raw -123233.937717 + Penalty 3388.648969 = -119845.288749
  nChanged 6
		SP:Iteration 11Q (2627.340000 sec): 3 clusters
  Score: Raw -123243.941268 + Penalty 3388.648969 = -119855.292300
  nChanged 9
		SP:Iteration 12Q (2627.340000 sec): 3 clusters
  Score: Raw -123264.213262 + Penalty 3388.648969 = -119875.564293
  nChanged 9
		SP:Iteration 13Q (2627.340000 sec): 3 clusters
  Score: Raw -123285.067787 + Penalty 3388.648969 = -119896.418819
  nChanged 8
		SP:Iteration 14Q (2627.350000 sec): 3 clusters
  Score: Raw -123300.287462 + Penalty 3388.648969 = -119911.638493
  nChanged 10
		SP:Iteration 15Q (2627.350000 sec): 3 clusters
  Score: Raw -123317.401246 + Penalty 3388.648969 = -119928.752277
  nChanged 10
		SP:Iteration 16Q (2627.350000 sec): 3 clusters
  Score: Raw -123333.747970 + Penalty 3388.648969 = -119945.099002
  nChanged 9
		SP:Iteration 17Q (2627.360000 sec): 3 clusters
  Score: Raw -123348.519503 + Penalty 3388.648969 = -119959.870534
  nChanged 3
		SP:Iteration 18Q (2627.360000 sec): 3 clusters
  Score: Raw -123351.973882 + Penalty 3388.648969 = -119963.324914
  nChanged 2
		SP:Iteration 19Q (2627.360000 sec): 3 clusters
  Score: Raw -123355.606456 + Penalty 3388.648969 = -119966.957488
  nChanged 4
		SP:Iteration 20F (2627.360000 sec): 3 clusters
  Score: Raw -123363.732834 + Penalty 3388.648969 = -119975.083865
  nChanged 7
		SP:Iteration 21Q (2627.370000 sec): 3 clusters
  Score: Raw -123376.106902 + Penalty 3388.648969 = -119987.457933
  nChanged 7
		SP:Iteration 22Q (2627.370000 sec): 3 clusters
  Score: Raw -123385.826521 + Penalty 3388.648969 = -119997.177553
  nChanged 4
		SP:Iteration 23Q (2627.380000 sec): 3 clusters
  Score: Raw -123391.631077 + Penalty 3388.648969 = -120002.982108
  nChanged 10
		SP:Iteration 24Q (2627.380000 sec): 3 clusters
  Score: Raw -123404.846536 + Penalty 3388.648969 = -120016.197567
  nChanged 4
		SP:Iteration 25Q (2627.380000 sec): 3 clusters
  Score: Raw -123411.000074 + Penalty 3388.648969 = -120022.351105
  nChanged 3
		SP:Iteration 26Q (2627.380000 sec): 3 clusters
  Score: Raw -123414.067471 + Penalty 3388.648969 = -120025.418502
  nChanged 2
		SP:Iteration 27Q (2627.390000 sec): 3 clusters
  Score: Raw -123416.829252 + Penalty 3388.648969 = -120028.180284
  nChanged 2
		SP:Iteration 28Q (2627.390000 sec): 3 clusters
  Score: Raw -123419.057527 + Penalty 3388.648969 = -120030.408559
  nChanged 1
		SP:Iteration 29Q (2627.400000 sec): 3 clusters
  Score: Raw -123419.692140 + Penalty 3388.648969 = -120031.043171
  nChanged 1
		SP:Iteration 30Q (2627.400000 sec): 3 clusters
  Score: Raw -123422.050694 + Penalty 3388.648969 = -120033.401725
  nChanged 1
		SP:Iteration 31Q (2627.400000 sec): 3 clusters
  Score: Raw -123424.930778 + Penalty 3388.648969 = -120036.281809
  nChanged 2
		SP:Iteration 32Q (2627.400000 sec): 3 clusters
  Score: Raw -123428.050845 + Penalty 3388.648969 = -120039.401876
  nChanged 3
		SP:Iteration 33Q (2627.410000 sec): 3 clusters
  Score: Raw -123435.439033 + Penalty 3388.648969 = -120046.790064
  nChanged 6
		SP:Iteration 34Q (2627.410000 sec): 3 clusters
  Score: Raw -123448.817712 + Penalty 3388.648969 = -120060.168744
  nChanged 9
		SP:Iteration 35Q (2627.410000 sec): 3 clusters
  Score: Raw -123467.396514 + Penalty 3388.648969 = -120078.747545
  nChanged 5
		SP:Iteration 36Q (2627.420000 sec): 3 clusters
  Score: Raw -123475.367919 + Penalty 3388.648969 = -120086.718951
  nChanged 0
		SP:Iteration 37F (2627.420000 sec): 3 clusters
  Score: Raw -123475.367919 + Penalty 3388.648969 = -120086.718951
  nChanged 0
Iteration 179Q (2635.600000 sec): 35 clusters
  Score: Raw -117615553.919569 + Penalty 114739.327988 = -117500814.591580
  nChanged 272
Iteration 180F (2671.730000 sec): 35 clusters
  Score: Raw -117615645.547818 + Penalty 114739.327988 = -117500906.219830
  nChanged 224
Iteration 181Q (2679.910000 sec): 35 clusters
  Score: Raw -117615722.600652 + Penalty 114739.327988 = -117500983.272664
  nChanged 205
Iteration 182Q (2688.100000 sec): 35 clusters
  Score: Raw -117615748.115502 + Penalty 114739.327988 = -117501008.787514
  nChanged 186
Iteration 183Q (2696.290000 sec): 35 clusters
  Score: Raw -117615764.956515 + Penalty 114739.327988 = -117501025.628527
  nChanged 173
Iteration 184Q (2704.440000 sec): 35 clusters
  Score: Raw -117615775.472350 + Penalty 114739.327988 = -117501036.144362
  nChanged 158
Iteration 185Q (2712.550000 sec): 35 clusters
  Score: Raw -117615786.373614 + Penalty 114739.327988 = -117501047.045626
  nChanged 134
Iteration 186Q (2720.690000 sec): 35 clusters
  Score: Raw -117615794.451779 + Penalty 114739.327988 = -117501055.123791
  nChanged 140
Iteration 187Q (2728.830000 sec): 35 clusters
  Score: Raw -117615803.265148 + Penalty 114739.327988 = -117501063.937160
  nChanged 145
Iteration 188Q (2736.960000 sec): 35 clusters
  Score: Raw -117615810.688762 + Penalty 114739.327988 = -117501071.360774
  nChanged 120
Iteration 189Q (2745.190000 sec): 35 clusters
  Score: Raw -117615816.073856 + Penalty 114739.327988 = -117501076.745867
  nChanged 107
Iteration 190Q (2753.390000 sec): 35 clusters
  Score: Raw -117615820.470589 + Penalty 114739.327988 = -117501081.142601
  nChanged 84
Iteration 191Q (2761.550000 sec): 35 clusters
  Score: Raw -117615824.001297 + Penalty 114739.327988 = -117501084.673309
  nChanged 77
Iteration 192Q (2769.710000 sec): 35 clusters
  Score: Raw -117615827.683336 + Penalty 114739.327988 = -117501088.355348
  nChanged 98
Iteration 193Q (2777.920000 sec): 35 clusters
  Score: Raw -117615831.601663 + Penalty 114739.327988 = -117501092.273674
  nChanged 90
Iteration 194Q (2786.100000 sec): 35 clusters
  Score: Raw -117615836.985377 + Penalty 114739.327988 = -117501097.657389
  nChanged 86
Iteration 195Q (2794.290000 sec): 35 clusters
  Score: Raw -117615840.794582 + Penalty 114739.327988 = -117501101.466594
  nChanged 91
Iteration 196Q (2802.460000 sec): 35 clusters
  Score: Raw -117615843.654743 + Penalty 114739.327988 = -117501104.326754
  nChanged 82
Iteration 197Q (2810.600000 sec): 35 clusters
  Score: Raw -117615846.322174 + Penalty 114739.327988 = -117501106.994186
  nChanged 72
Iteration 198Q (2818.740000 sec): 35 clusters
  Score: Raw -117615848.291191 + Penalty 114739.327988 = -117501108.963202
  nChanged 59
Iteration 199Q (2826.880000 sec): 35 clusters
  Score: Raw -117615850.692516 + Penalty 114739.327988 = -117501111.364528
  nChanged 52
Iteration 200F (2863.030000 sec): 35 clusters
  Score: Raw -117615853.147531 + Penalty 114739.327988 = -117501113.819543
  nChanged 57
Iteration 201Q (2871.250000 sec): 35 clusters
  Score: Raw -117615855.549404 + Penalty 114739.327988 = -117501116.221416
  nChanged 49
Iteration 202Q (2879.400000 sec): 35 clusters
  Score: Raw -117615857.225171 + Penalty 114739.327988 = -117501117.897183
  nChanged 36
Iteration 203Q (2887.530000 sec): 35 clusters
  Score: Raw -117615858.795139 + Penalty 114739.327988 = -117501119.467151
  nChanged 31
Iteration 204Q (2895.670000 sec): 35 clusters
  Score: Raw -117615860.286702 + Penalty 114739.327988 = -117501120.958714
  nChanged 41
Iteration 205Q (2903.820000 sec): 35 clusters
  Score: Raw -117615861.778098 + Penalty 114739.327988 = -117501122.450110
  nChanged 30
Iteration 206Q (2912.070000 sec): 35 clusters
  Score: Raw -117615862.682446 + Penalty 114739.327988 = -117501123.354458
  nChanged 32
Iteration 207Q (2920.270000 sec): 35 clusters
  Score: Raw -117615863.348063 + Penalty 114739.327988 = -117501124.020074
  nChanged 24
Iteration 208Q (2928.410000 sec): 35 clusters
  Score: Raw -117615863.843794 + Penalty 114739.327988 = -117501124.515806
  nChanged 24
Iteration 209Q (2936.570000 sec): 35 clusters
  Score: Raw -117615864.137778 + Penalty 114739.327988 = -117501124.809789
  nChanged 23
Iteration 210Q (2944.710000 sec): 35 clusters
  Score: Raw -117615864.340904 + Penalty 114739.327988 = -117501125.012915
  nChanged 24
Iteration 211Q (2952.870000 sec): 35 clusters
  Score: Raw -117615864.585704 + Penalty 114739.327988 = -117501125.257716
  nChanged 16
Iteration 212Q (2961.060000 sec): 35 clusters
  Score: Raw -117615864.715477 + Penalty 114739.327988 = -117501125.387489
  nChanged 6
Iteration 213Q (2969.210000 sec): 35 clusters
  Score: Raw -117615864.760206 + Penalty 114739.327988 = -117501125.432218
  nChanged 8
Iteration 214Q (2977.320000 sec): 35 clusters
  Score: Raw -117615864.857426 + Penalty 114739.327988 = -117501125.529438
  nChanged 11
Iteration 215Q (2985.480000 sec): 35 clusters
  Score: Raw -117615865.023168 + Penalty 114739.327988 = -117501125.695180
  nChanged 10
Iteration 216Q (2993.600000 sec): 35 clusters
  Score: Raw -117615865.246423 + Penalty 114739.327988 = -117501125.918435
  nChanged 7
Iteration 217Q (3001.950000 sec): 35 clusters
  Score: Raw -117615865.470095 + Penalty 114739.327988 = -117501126.142107
  nChanged 9
Iteration 218Q (3010.550000 sec): 35 clusters
  Score: Raw -117615865.816945 + Penalty 114739.327988 = -117501126.488957
  nChanged 7
Writing temp clu file 
Because OldScore, -117501126.142107, is greater than current (better) Score,-117501126.488957 
 Compute initial score before splitting:   Score: Raw -117615865.816945 + Penalty 114739.327988 = -117501126.488957
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3010.700000 sec): 2 clusters
  Score: Raw -122761.033076 + Penalty 1666.315262 = -121094.717813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3010.700000 sec): 3 clusters
  Score: Raw -122599.237833 + Penalty 3332.630525 = -119266.607309
  nChanged 186
		SP:Iteration 1F (3010.700000 sec): 3 clusters
  Score: Raw -122809.135008 + Penalty 3332.630525 = -119476.504483
  nChanged 42
		SP:Iteration 2F (3010.710000 sec): 3 clusters
  Score: Raw -122874.541583 + Penalty 3332.630525 = -119541.911058
  nChanged 18
		SP:Iteration 3Q (3010.710000 sec): 3 clusters
  Score: Raw -122910.629772 + Penalty 3332.630525 = -119577.999247
  nChanged 16
		SP:Iteration 4Q (3010.710000 sec): 3 clusters
  Score: Raw -122930.234702 + Penalty 3332.630525 = -119597.604177
  nChanged 4
		SP:Iteration 5Q (3010.720000 sec): 3 clusters
  Score: Raw -122934.051399 + Penalty 3332.630525 = -119601.420875
  nChanged 4
		SP:Iteration 6Q (3010.720000 sec): 3 clusters
  Score: Raw -122936.793869 + Penalty 3332.630525 = -119604.163344
  nChanged 4
		SP:Iteration 7Q (3010.720000 sec): 3 clusters
  Score: Raw -122945.254341 + Penalty 3332.630525 = -119612.623816
  nChanged 7
		SP:Iteration 8Q (3010.730000 sec): 3 clusters
  Score: Raw -122951.196779 + Penalty 3332.630525 = -119618.566254
  nChanged 4
		SP:Iteration 9Q (3010.730000 sec): 3 clusters
  Score: Raw -122954.513815 + Penalty 3332.630525 = -119621.883290
  nChanged 0
		SP:Iteration 10F (3010.730000 sec): 3 clusters
  Score: Raw -122954.513815 + Penalty 3332.630525 = -119621.883290
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3010.740000 sec): 2 clusters
  Score: Raw -179904.369306 + Penalty 1762.234960 = -178142.134345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3010.740000 sec): 3 clusters
  Score: Raw -179550.976430 + Penalty 3524.469920 = -176026.506510
  nChanged 318
		SP:Iteration 1F (3010.750000 sec): 3 clusters
  Score: Raw -179840.285299 + Penalty 3524.469920 = -176315.815378
  nChanged 77
		SP:Iteration 2F (3010.750000 sec): 3 clusters
  Score: Raw -179940.870083 + Penalty 3524.469920 = -176416.400163
  nChanged 52
		SP:Iteration 3Q (3010.760000 sec): 3 clusters
  Score: Raw -180052.597899 + Penalty 3524.469920 = -176528.127979
  nChanged 49
		SP:Iteration 4Q (3010.760000 sec): 3 clusters
  Score: Raw -180139.148989 + Penalty 3524.469920 = -176614.679069
  nChanged 40
		SP:Iteration 5Q (3010.770000 sec): 3 clusters
  Score: Raw -180203.345668 + Penalty 3524.469920 = -176678.875748
  nChanged 40
		SP:Iteration 6Q (3010.770000 sec): 3 clusters
  Score: Raw -180264.988909 + Penalty 3524.469920 = -176740.518989
  nChanged 34
		SP:Iteration 7Q (3010.780000 sec): 3 clusters
  Score: Raw -180306.593399 + Penalty 3524.469920 = -176782.123478
  nChanged 27
		SP:Iteration 8Q (3010.780000 sec): 3 clusters
  Score: Raw -180360.116383 + Penalty 3524.469920 = -176835.646463
  nChanged 22
		SP:Iteration 9Q (3010.790000 sec): 3 clusters
  Score: Raw -180388.766076 + Penalty 3524.469920 = -176864.296155
  nChanged 20
		SP:Iteration 10Q (3010.790000 sec): 3 clusters
  Score: Raw -180421.995615 + Penalty 3524.469920 = -176897.525695
  nChanged 21
		SP:Iteration 11Q (3010.790000 sec): 3 clusters
  Score: Raw -180449.547826 + Penalty 3524.469920 = -176925.077905
  nChanged 19
		SP:Iteration 12Q (3010.800000 sec): 3 clusters
  Score: Raw -180480.141792 + Penalty 3524.469920 = -176955.671872
  nChanged 12
		SP:Iteration 13Q (3010.810000 sec): 3 clusters
  Score: Raw -180495.959215 + Penalty 3524.469920 = -176971.489294
  nChanged 12
		SP:Iteration 14Q (3010.810000 sec): 3 clusters
  Score: Raw -180508.712788 + Penalty 3524.469920 = -176984.242868
  nChanged 16
		SP:Iteration 15Q (3010.810000 sec): 3 clusters
  Score: Raw -180527.084019 + Penalty 3524.469920 = -177002.614099
  nChanged 9
		SP:Iteration 16Q (3010.820000 sec): 3 clusters
  Score: Raw -180537.504647 + Penalty 3524.469920 = -177013.034727
  nChanged 8
		SP:Iteration 17Q (3010.820000 sec): 3 clusters
  Score: Raw -180546.861153 + Penalty 3524.469920 = -177022.391233
  nChanged 5
		SP:Iteration 18Q (3010.830000 sec): 3 clusters
  Score: Raw -180551.449959 + Penalty 3524.469920 = -177026.980039
  nChanged 5
		SP:Iteration 19Q (3010.830000 sec): 3 clusters
  Score: Raw -180558.029417 + Penalty 3524.469920 = -177033.559497
  nChanged 1
		SP:Iteration 20F (3010.840000 sec): 3 clusters
  Score: Raw -180558.829379 + Penalty 3524.469920 = -177034.359459
  nChanged 1
		SP:Iteration 21Q (3010.840000 sec): 3 clusters
  Score: Raw -180559.537263 + Penalty 3524.469920 = -177035.067343
  nChanged 3
		SP:Iteration 22Q (3010.850000 sec): 3 clusters
  Score: Raw -180572.697001 + Penalty 3524.469920 = -177048.227081
  nChanged 3
		SP:Iteration 23Q (3010.850000 sec): 3 clusters
  Score: Raw -180576.252687 + Penalty 3524.469920 = -177051.782767
  nChanged 1
		SP:Iteration 24Q (3010.850000 sec): 3 clusters
  Score: Raw -180578.554696 + Penalty 3524.469920 = -177054.084776
  nChanged 3
		SP:Iteration 25Q (3010.860000 sec): 3 clusters
  Score: Raw -180587.326782 + Penalty 3524.469920 = -177062.856861
  nChanged 4
		SP:Iteration 26Q (3010.860000 sec): 3 clusters
  Score: Raw -180595.191572 + Penalty 3524.469920 = -177070.721652
  nChanged 5
		SP:Iteration 27Q (3010.870000 sec): 3 clusters
  Score: Raw -180601.603918 + Penalty 3524.469920 = -177077.133998
  nChanged 4
		SP:Iteration 28Q (3010.870000 sec): 3 clusters
  Score: Raw -180607.852864 + Penalty 3524.469920 = -177083.382943
  nChanged 4
		SP:Iteration 29Q (3010.870000 sec): 3 clusters
  Score: Raw -180611.599987 + Penalty 3524.469920 = -177087.130067
  nChanged 5
		SP:Iteration 30Q (3010.880000 sec): 3 clusters
  Score: Raw -180615.634516 + Penalty 3524.469920 = -177091.164596
  nChanged 2
		SP:Iteration 31Q (3010.890000 sec): 3 clusters
  Score: Raw -180622.481099 + Penalty 3524.469920 = -177098.011179
  nChanged 2
		SP:Iteration 32Q (3010.890000 sec): 3 clusters
  Score: Raw -180624.496903 + Penalty 3524.469920 = -177100.026983
  nChanged 1
		SP:Iteration 33Q (3010.890000 sec): 3 clusters
  Score: Raw -180625.814827 + Penalty 3524.469920 = -177101.344907
  nChanged 2
		SP:Iteration 34Q (3010.900000 sec): 3 clusters
  Score: Raw -180630.637098 + Penalty 3524.469920 = -177106.167178
  nChanged 3
		SP:Iteration 35Q (3010.900000 sec): 3 clusters
  Score: Raw -180635.915886 + Penalty 3524.469920 = -177111.445965
  nChanged 3
		SP:Iteration 36Q (3010.910000 sec): 3 clusters
  Score: Raw -180639.541183 + Penalty 3524.469920 = -177115.071263
  nChanged 5
		SP:Iteration 37Q (3010.910000 sec): 3 clusters
  Score: Raw -180646.314628 + Penalty 3524.469920 = -177121.844708
  nChanged 5
		SP:Iteration 38Q (3010.910000 sec): 3 clusters
  Score: Raw -180654.169808 + Penalty 3524.469920 = -177129.699887
  nChanged 4
		SP:Iteration 39Q (3010.920000 sec): 3 clusters
  Score: Raw -180660.662659 + Penalty 3524.469920 = -177136.192739
  nChanged 5
		SP:Iteration 40F (3010.920000 sec): 3 clusters
  Score: Raw -180666.365199 + Penalty 3524.469920 = -177141.895279
  nChanged 4
		SP:Iteration 41Q (3010.930000 sec): 3 clusters
  Score: Raw -180669.495774 + Penalty 3524.469920 = -177145.025854
  nChanged 2
		SP:Iteration 42Q (3010.930000 sec): 3 clusters
  Score: Raw -180671.590573 + Penalty 3524.469920 = -177147.120653
  nChanged 1
		SP:Iteration 43Q (3010.940000 sec): 3 clusters
  Score: Raw -180672.035922 + Penalty 3524.469920 = -177147.566002
  nChanged 2
		SP:Iteration 44Q (3010.940000 sec): 3 clusters
  Score: Raw -180674.542113 + Penalty 3524.469920 = -177150.072193
  nChanged 2
		SP:Iteration 45Q (3010.950000 sec): 3 clusters
  Score: Raw -180676.391196 + Penalty 3524.469920 = -177151.921275
  nChanged 0
		SP:Iteration 46F (3010.950000 sec): 3 clusters
  Score: Raw -180676.391196 + Penalty 3524.469920 = -177151.921275
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3010.950000 sec): 2 clusters
  Score: Raw -22540.062065 + Penalty 1297.314937 = -21242.747128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3010.950000 sec): 3 clusters
  Score: Raw -22854.968678 + Penalty 2594.629874 = -20260.338804
  nChanged 26
		SP:Iteration 1F (3010.950000 sec): 3 clusters
  Score: Raw -23003.305228 + Penalty 2594.629874 = -20408.675354
  nChanged 10
		SP:Iteration 2F (3010.950000 sec): 3 clusters
  Score: Raw -23048.037317 + Penalty 2594.629874 = -20453.407443
  nChanged 5
		SP:Iteration 3Q (3010.950000 sec): 3 clusters
  Score: Raw -23077.464398 + Penalty 2594.629874 = -20482.834524
  nChanged 4
		SP:Iteration 4Q (3010.960000 sec): 3 clusters
  Score: Raw -23178.489560 + Penalty 2594.629874 = -20583.859686
  nChanged 3
		SP:Iteration 5Q (3010.960000 sec): 3 clusters
  Score: Raw -23191.996654 + Penalty 2594.629874 = -20597.366780
  nChanged 2
		SP:Iteration 6Q (3010.960000 sec): 3 clusters
  Score: Raw -23203.638441 + Penalty 2594.629874 = -20609.008567
  nChanged 0
		SP:Iteration 7F (3010.960000 sec): 3 clusters
  Score: Raw -23203.638441 + Penalty 2594.629874 = -20609.008567
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (2808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3010.970000 sec): 2 clusters
  Score: Raw -412082.647571 + Penalty 1969.176486 = -410113.471085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3010.980000 sec): 3 clusters
  Score: Raw -410926.325514 + Penalty 3938.352972 = -406987.972543
  nChanged 957
		SP:Iteration 1F (3010.990000 sec): 3 clusters
  Score: Raw -411614.299857 + Penalty 3938.352972 = -407675.946885
  nChanged 224
		SP:Iteration 2F (3011.010000 sec): 3 clusters
  Score: Raw -411825.697696 + Penalty 3938.352972 = -407887.344724
  nChanged 153
		SP:Iteration 3F (3011.010000 sec): 3 clusters
  Score: Raw -411959.481683 + Penalty 3938.352972 = -408021.128711
  nChanged 114
		SP:Iteration 4Q (3011.030000 sec): 3 clusters
  Score: Raw -412075.596595 + Penalty 3938.352972 = -408137.243624
  nChanged 118
		SP:Iteration 5Q (3011.040000 sec): 3 clusters
  Score: Raw -412179.765664 + Penalty 3938.352972 = -408241.412693
  nChanged 110
		SP:Iteration 6Q (3011.050000 sec): 3 clusters
  Score: Raw -412279.978623 + Penalty 3938.352972 = -408341.625651
  nChanged 102
		SP:Iteration 7Q (3011.060000 sec): 3 clusters
  Score: Raw -412388.190535 + Penalty 3938.352972 = -408449.837563
  nChanged 102
		SP:Iteration 8Q (3011.070000 sec): 3 clusters
  Score: Raw -412474.260300 + Penalty 3938.352972 = -408535.907329
  nChanged 67
		SP:Iteration 9Q (3011.080000 sec): 3 clusters
  Score: Raw -412538.301719 + Penalty 3938.352972 = -408599.948747
  nChanged 65
		SP:Iteration 10Q (3011.090000 sec): 3 clusters
  Score: Raw -412595.696514 + Penalty 3938.352972 = -408657.343542
  nChanged 67
		SP:Iteration 11Q (3011.100000 sec): 3 clusters
  Score: Raw -412655.277915 + Penalty 3938.352972 = -408716.924944
  nChanged 57
		SP:Iteration 12Q (3011.110000 sec): 3 clusters
  Score: Raw -412713.104544 + Penalty 3938.352972 = -408774.751572
  nChanged 59
		SP:Iteration 13Q (3011.130000 sec): 3 clusters
  Score: Raw -412779.311291 + Penalty 3938.352972 = -408840.958319
  nChanged 54
		SP:Iteration 14Q (3011.130000 sec): 3 clusters
  Score: Raw -412838.164107 + Penalty 3938.352972 = -408899.811135
  nChanged 37
		SP:Iteration 15Q (3011.150000 sec): 3 clusters
  Score: Raw -412883.158313 + Penalty 3938.352972 = -408944.805341
  nChanged 33
		SP:Iteration 16Q (3011.150000 sec): 3 clusters
  Score: Raw -412913.173834 + Penalty 3938.352972 = -408974.820863
  nChanged 17
		SP:Iteration 17Q (3011.170000 sec): 3 clusters
  Score: Raw -412933.658274 + Penalty 3938.352972 = -408995.305303
  nChanged 12
		SP:Iteration 18Q (3011.170000 sec): 3 clusters
  Score: Raw -412944.666310 + Penalty 3938.352972 = -409006.313338
  nChanged 14
		SP:Iteration 19Q (3011.180000 sec): 3 clusters
  Score: Raw -412955.346695 + Penalty 3938.352972 = -409016.993724
  nChanged 10
		SP:Iteration 20F (3011.190000 sec): 3 clusters
  Score: Raw -412963.831836 + Penalty 3938.352972 = -409025.478865
  nChanged 7
		SP:Iteration 21Q (3011.210000 sec): 3 clusters
  Score: Raw -412968.261543 + Penalty 3938.352972 = -409029.908571
  nChanged 3
		SP:Iteration 22Q (3011.210000 sec): 3 clusters
  Score: Raw -412970.622627 + Penalty 3938.352972 = -409032.269656
  nChanged 5
		SP:Iteration 23Q (3011.220000 sec): 3 clusters
  Score: Raw -412973.343977 + Penalty 3938.352972 = -409034.991005
  nChanged 0
		SP:Iteration 24F (3011.230000 sec): 3 clusters
  Score: Raw -412973.343977 + Penalty 3938.352972 = -409034.991005
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3011.240000 sec): 2 clusters
  Score: Raw -77809.852459 + Penalty 1571.093454 = -76238.759005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3011.240000 sec): 3 clusters
  Score: Raw -77855.282703 + Penalty 3142.186909 = -74713.095795
  nChanged 137
		SP:Iteration 1F (3011.240000 sec): 3 clusters
  Score: Raw -78294.564687 + Penalty 3142.186909 = -75152.377778
  nChanged 64
		SP:Iteration 2F (3011.250000 sec): 3 clusters
  Score: Raw -78655.506074 + Penalty 3142.186909 = -75513.319165
  nChanged 38
		SP:Iteration 3F (3011.250000 sec): 3 clusters
  Score: Raw -78918.512353 + Penalty 3142.186909 = -75776.325444
  nChanged 27
		SP:Iteration 4Q (3011.250000 sec): 3 clusters
  Score: Raw -79029.113579 + Penalty 3142.186909 = -75886.926670
  nChanged 14
		SP:Iteration 5Q (3011.250000 sec): 3 clusters
  Score: Raw -79081.490402 + Penalty 3142.186909 = -75939.303493
  nChanged 12
		SP:Iteration 6Q (3011.250000 sec): 3 clusters
  Score: Raw -79120.829626 + Penalty 3142.186909 = -75978.642717
  nChanged 10
		SP:Iteration 7Q (3011.250000 sec): 3 clusters
  Score: Raw -79156.781079 + Penalty 3142.186909 = -76014.594171
  nChanged 6
		SP:Iteration 8Q (3011.260000 sec): 3 clusters
  Score: Raw -79170.550591 + Penalty 3142.186909 = -76028.363683
  nChanged 1
		SP:Iteration 9Q (3011.260000 sec): 3 clusters
  Score: Raw -79171.348299 + Penalty 3142.186909 = -76029.161390
  nChanged 1
		SP:Iteration 10Q (3011.260000 sec): 3 clusters
  Score: Raw -79178.106151 + Penalty 3142.186909 = -76035.919242
  nChanged 0
		SP:Iteration 11F (3011.260000 sec): 3 clusters
  Score: Raw -79178.106151 + Penalty 3142.186909 = -76035.919242
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3011.330000 sec): 2 clusters
  Score: Raw -2464024.121161 + Penalty 2427.443022 = -2461596.678139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3011.410000 sec): 3 clusters
  Score: Raw -2453763.286573 + Penalty 4854.886044 = -2448908.400530
  nChanged 7740
		SP:Iteration 1F (3011.480000 sec): 3 clusters
  Score: Raw -2458021.881025 + Penalty 4854.886044 = -2453166.994982
  nChanged 1092
		SP:Iteration 2F (3011.550000 sec): 3 clusters
  Score: Raw -2458629.249144 + Penalty 4854.886044 = -2453774.363101
  nChanged 1061
		SP:Iteration 3F (3011.620000 sec): 3 clusters
  Score: Raw -2459196.722173 + Penalty 4854.886044 = -2454341.836130
  nChanged 974
		SP:Iteration 4F (3011.700000 sec): 3 clusters
  Score: Raw -2459710.643503 + Penalty 4854.886044 = -2454855.757459
  nChanged 931
		SP:Iteration 5F (3011.770000 sec): 3 clusters
  Score: Raw -2460184.109908 + Penalty 4854.886044 = -2455329.223864
  nChanged 846
		SP:Iteration 6Q (3011.850000 sec): 3 clusters
  Score: Raw -2460578.623832 + Penalty 4854.886044 = -2455723.737788
  nChanged 722
		SP:Iteration 7Q (3011.920000 sec): 3 clusters
  Score: Raw -2460913.765835 + Penalty 4854.886044 = -2456058.879791
  nChanged 652
		SP:Iteration 8Q (3012.000000 sec): 3 clusters
  Score: Raw -2461197.062001 + Penalty 4854.886044 = -2456342.175958
  nChanged 586
		SP:Iteration 9Q (3012.070000 sec): 3 clusters
  Score: Raw -2461453.233288 + Penalty 4854.886044 = -2456598.347245
  nChanged 545
		SP:Iteration 10Q (3012.150000 sec): 3 clusters
  Score: Raw -2461690.379365 + Penalty 4854.886044 = -2456835.493321
  nChanged 479
		SP:Iteration 11Q (3012.220000 sec): 3 clusters
  Score: Raw -2461896.637871 + Penalty 4854.886044 = -2457041.751828
  nChanged 468
		SP:Iteration 12Q (3012.290000 sec): 3 clusters
  Score: Raw -2462078.870837 + Penalty 4854.886044 = -2457223.984793
  nChanged 375
		SP:Iteration 13Q (3012.370000 sec): 3 clusters
  Score: Raw -2462219.077126 + Penalty 4854.886044 = -2457364.191082
  nChanged 349
		SP:Iteration 14Q (3012.440000 sec): 3 clusters
  Score: Raw -2462330.762838 + Penalty 4854.886044 = -2457475.876794
  nChanged 263
		SP:Iteration 15Q (3012.510000 sec): 3 clusters
  Score: Raw -2462407.446399 + Penalty 4854.886044 = -2457552.560355
  nChanged 250
		SP:Iteration 16Q (3012.580000 sec): 3 clusters
  Score: Raw -2462474.625078 + Penalty 4854.886044 = -2457619.739034
  nChanged 192
		SP:Iteration 17Q (3012.650000 sec): 3 clusters
  Score: Raw -2462522.266373 + Penalty 4854.886044 = -2457667.380329
  nChanged 163
		SP:Iteration 18Q (3012.720000 sec): 3 clusters
  Score: Raw -2462557.974300 + Penalty 4854.886044 = -2457703.088256
  nChanged 120
		SP:Iteration 19Q (3012.800000 sec): 3 clusters
  Score: Raw -2462580.396780 + Penalty 4854.886044 = -2457725.510736
  nChanged 108
		SP:Iteration 20F (3012.870000 sec): 3 clusters
  Score: Raw -2462598.381671 + Penalty 4854.886044 = -2457743.495628
  nChanged 97
		SP:Iteration 21Q (3012.940000 sec): 3 clusters
  Score: Raw -2462616.432680 + Penalty 4854.886044 = -2457761.546636
  nChanged 95
		SP:Iteration 22Q (3013.010000 sec): 3 clusters
  Score: Raw -2462634.022494 + Penalty 4854.886044 = -2457779.136451
  nChanged 101
		SP:Iteration 23Q (3013.080000 sec): 3 clusters
  Score: Raw -2462653.546838 + Penalty 4854.886044 = -2457798.660794
  nChanged 85
		SP:Iteration 24Q (3013.150000 sec): 3 clusters
  Score: Raw -2462668.151598 + Penalty 4854.886044 = -2457813.265554
  nChanged 91
		SP:Iteration 25Q (3013.220000 sec): 3 clusters
  Score: Raw -2462687.143552 + Penalty 4854.886044 = -2457832.257508
  nChanged 115
		SP:Iteration 26Q (3013.280000 sec): 3 clusters
  Score: Raw -2462711.700586 + Penalty 4854.886044 = -2457856.814543
  nChanged 123
		SP:Iteration 27Q (3013.360000 sec): 3 clusters
  Score: Raw -2462742.122350 + Penalty 4854.886044 = -2457887.236307
  nChanged 133
		SP:Iteration 28Q (3013.420000 sec): 3 clusters
  Score: Raw -2462776.665634 + Penalty 4854.886044 = -2457921.779590
  nChanged 133
		SP:Iteration 29Q (3013.490000 sec): 3 clusters
  Score: Raw -2462812.762874 + Penalty 4854.886044 = -2457957.876831
  nChanged 156
		SP:Iteration 30Q (3013.560000 sec): 3 clusters
  Score: Raw -2462861.308112 + Penalty 4854.886044 = -2458006.422069
  nChanged 174
		SP:Iteration 31Q (3013.640000 sec): 3 clusters
  Score: Raw -2462918.697555 + Penalty 4854.886044 = -2458063.811512
  nChanged 184
		SP:Iteration 32Q (3013.710000 sec): 3 clusters
  Score: Raw -2462977.378394 + Penalty 4854.886044 = -2458122.492350
  nChanged 182
		SP:Iteration 33Q (3013.780000 sec): 3 clusters
  Score: Raw -2463035.231268 + Penalty 4854.886044 = -2458180.345224
  nChanged 185
		SP:Iteration 34Q (3013.850000 sec): 3 clusters
  Score: Raw -2463088.052037 + Penalty 4854.886044 = -2458233.165993
  nChanged 180
		SP:Iteration 35Q (3013.920000 sec): 3 clusters
  Score: Raw -2463145.568644 + Penalty 4854.886044 = -2458290.682600
  nChanged 174
		SP:Iteration 36Q (3013.990000 sec): 3 clusters
  Score: Raw -2463201.513908 + Penalty 4854.886044 = -2458346.627865
  nChanged 165
		SP:Iteration 37Q (3014.060000 sec): 3 clusters
  Score: Raw -2463253.405925 + Penalty 4854.886044 = -2458398.519882
  nChanged 173
		SP:Iteration 38Q (3014.130000 sec): 3 clusters
  Score: Raw -2463301.661200 + Penalty 4854.886044 = -2458446.775156
  nChanged 150
		SP:Iteration 39Q (3014.200000 sec): 3 clusters
  Score: Raw -2463341.278415 + Penalty 4854.886044 = -2458486.392371
  nChanged 138
		SP:Iteration 40F (3014.270000 sec): 3 clusters
  Score: Raw -2463376.520192 + Penalty 4854.886044 = -2458521.634148
  nChanged 144
		SP:Iteration 41Q (3014.340000 sec): 3 clusters
  Score: Raw -2463413.259971 + Penalty 4854.886044 = -2458558.373927
  nChanged 136
		SP:Iteration 42Q (3014.400000 sec): 3 clusters
  Score: Raw -2463447.335626 + Penalty 4854.886044 = -2458592.449583
  nChanged 145
		SP:Iteration 43Q (3014.470000 sec): 3 clusters
  Score: Raw -2463484.753487 + Penalty 4854.886044 = -2458629.867444
  nChanged 141
		SP:Iteration 44Q (3014.540000 sec): 3 clusters
  Score: Raw -2463523.515923 + Penalty 4854.886044 = -2458668.629879
  nChanged 143
		SP:Iteration 45Q (3014.600000 sec): 3 clusters
  Score: Raw -2463563.325199 + Penalty 4854.886044 = -2458708.439155
  nChanged 145
		SP:Iteration 46Q (3014.670000 sec): 3 clusters
  Score: Raw -2463605.466930 + Penalty 4854.886044 = -2458750.580886
  nChanged 129
		SP:Iteration 47Q (3014.740000 sec): 3 clusters
  Score: Raw -2463641.091249 + Penalty 4854.886044 = -2458786.205206
  nChanged 122
		SP:Iteration 48Q (3014.800000 sec): 3 clusters
  Score: Raw -2463677.956770 + Penalty 4854.886044 = -2458823.070726
  nChanged 114
		SP:Iteration 49Q (3014.870000 sec): 3 clusters
  Score: Raw -2463709.097069 + Penalty 4854.886044 = -2458854.211025
  nChanged 106
		SP:Iteration 50Q (3014.930000 sec): 3 clusters
  Score: Raw -2463737.477583 + Penalty 4854.886044 = -2458882.591540
  nChanged 100
		SP:Iteration 51Q (3014.990000 sec): 3 clusters
  Score: Raw -2463766.400642 + Penalty 4854.886044 = -2458911.514599
  nChanged 112
		SP:Iteration 52Q (3015.060000 sec): 3 clusters
  Score: Raw -2463799.075403 + Penalty 4854.886044 = -2458944.189359
  nChanged 100
		SP:Iteration 53Q (3015.120000 sec): 3 clusters
  Score: Raw -2463825.051706 + Penalty 4854.886044 = -2458970.165662
  nChanged 102
		SP:Iteration 54Q (3015.180000 sec): 3 clusters
  Score: Raw -2463848.275571 + Penalty 4854.886044 = -2458993.389527
  nChanged 79
		SP:Iteration 55Q (3015.250000 sec): 3 clusters
  Score: Raw -2463868.341904 + Penalty 4854.886044 = -2459013.455860
  nChanged 96
		SP:Iteration 56Q (3015.310000 sec): 3 clusters
  Score: Raw -2463891.092818 + Penalty 4854.886044 = -2459036.206775
  nChanged 87
		SP:Iteration 57Q (3015.380000 sec): 3 clusters
  Score: Raw -2463913.619705 + Penalty 4854.886044 = -2459058.733661
  nChanged 95
		SP:Iteration 58Q (3015.440000 sec): 3 clusters
  Score: Raw -2463940.135628 + Penalty 4854.886044 = -2459085.249585
  nChanged 94
		SP:Iteration 59Q (3015.500000 sec): 3 clusters
  Score: Raw -2463969.888129 + Penalty 4854.886044 = -2459115.002085
  nChanged 90
		SP:Iteration 60F (3015.570000 sec): 3 clusters
  Score: Raw -2463994.466963 + Penalty 4854.886044 = -2459139.580920
  nChanged 87
		SP:Iteration 61Q (3015.640000 sec): 3 clusters
  Score: Raw -2464019.471206 + Penalty 4854.886044 = -2459164.585163
  nChanged 90
		SP:Iteration 62Q (3015.700000 sec): 3 clusters
  Score: Raw -2464044.799957 + Penalty 4854.886044 = -2459189.913913
  nChanged 79
		SP:Iteration 63Q (3015.760000 sec): 3 clusters
  Score: Raw -2464062.682435 + Penalty 4854.886044 = -2459207.796391
  nChanged 63
		SP:Iteration 64Q (3015.830000 sec): 3 clusters
  Score: Raw -2464074.893969 + Penalty 4854.886044 = -2459220.007926
  nChanged 55
		SP:Iteration 65Q (3015.890000 sec): 3 clusters
  Score: Raw -2464087.234008 + Penalty 4854.886044 = -2459232.347965
  nChanged 63
		SP:Iteration 66Q (3015.950000 sec): 3 clusters
  Score: Raw -2464102.447094 + Penalty 4854.886044 = -2459247.561050
  nChanged 56
		SP:Iteration 67Q (3016.020000 sec): 3 clusters
  Score: Raw -2464115.366670 + Penalty 4854.886044 = -2459260.480626
  nChanged 37
		SP:Iteration 68Q (3016.080000 sec): 3 clusters
  Score: Raw -2464123.770331 + Penalty 4854.886044 = -2459268.884287
  nChanged 31
		SP:Iteration 69Q (3016.140000 sec): 3 clusters
  Score: Raw -2464130.814138 + Penalty 4854.886044 = -2459275.928094
  nChanged 31
		SP:Iteration 70Q (3016.200000 sec): 3 clusters
  Score: Raw -2464136.424624 + Penalty 4854.886044 = -2459281.538580
  nChanged 35
		SP:Iteration 71Q (3016.270000 sec): 3 clusters
  Score: Raw -2464144.844959 + Penalty 4854.886044 = -2459289.958916
  nChanged 34
		SP:Iteration 72Q (3016.330000 sec): 3 clusters
  Score: Raw -2464150.887228 + Penalty 4854.886044 = -2459296.001184
  nChanged 29
		SP:Iteration 73Q (3016.390000 sec): 3 clusters
  Score: Raw -2464156.155895 + Penalty 4854.886044 = -2459301.269851
  nChanged 26
		SP:Iteration 74Q (3016.450000 sec): 3 clusters
  Score: Raw -2464160.732015 + Penalty 4854.886044 = -2459305.845971
  nChanged 27
		SP:Iteration 75Q (3016.510000 sec): 3 clusters
  Score: Raw -2464166.774834 + Penalty 4854.886044 = -2459311.888791
  nChanged 33
		SP:Iteration 76Q (3016.570000 sec): 3 clusters
  Score: Raw -2464173.694714 + Penalty 4854.886044 = -2459318.808670
  nChanged 24
		SP:Iteration 77Q (3016.630000 sec): 3 clusters
  Score: Raw -2464178.783961 + Penalty 4854.886044 = -2459323.897917
  nChanged 20
		SP:Iteration 78Q (3016.690000 sec): 3 clusters
  Score: Raw -2464182.114238 + Penalty 4854.886044 = -2459327.228194
  nChanged 23
		SP:Iteration 79Q (3016.750000 sec): 3 clusters
  Score: Raw -2464185.489085 + Penalty 4854.886044 = -2459330.603041
  nChanged 23
		SP:Iteration 80F (3016.820000 sec): 3 clusters
  Score: Raw -2464189.169858 + Penalty 4854.886044 = -2459334.283815
  nChanged 19
		SP:Iteration 81Q (3016.880000 sec): 3 clusters
  Score: Raw -2464192.250782 + Penalty 4854.886044 = -2459337.364738
  nChanged 17
		SP:Iteration 82Q (3016.940000 sec): 3 clusters
  Score: Raw -2464195.468837 + Penalty 4854.886044 = -2459340.582794
  nChanged 19
		SP:Iteration 83Q (3017.000000 sec): 3 clusters
  Score: Raw -2464199.421102 + Penalty 4854.886044 = -2459344.535058
  nChanged 14
		SP:Iteration 84Q (3017.060000 sec): 3 clusters
  Score: Raw -2464201.808884 + Penalty 4854.886044 = -2459346.922841
  nChanged 14
		SP:Iteration 85Q (3017.120000 sec): 3 clusters
  Score: Raw -2464204.798260 + Penalty 4854.886044 = -2459349.912217
  nChanged 18
		SP:Iteration 86Q (3017.170000 sec): 3 clusters
  Score: Raw -2464208.117422 + Penalty 4854.886044 = -2459353.231378
  nChanged 12
		SP:Iteration 87Q (3017.240000 sec): 3 clusters
  Score: Raw -2464210.454049 + Penalty 4854.886044 = -2459355.568005
  nChanged 6
		SP:Iteration 88Q (3017.300000 sec): 3 clusters
  Score: Raw -2464211.659799 + Penalty 4854.886044 = -2459356.773755
  nChanged 8
		SP:Iteration 89Q (3017.360000 sec): 3 clusters
  Score: Raw -2464213.143982 + Penalty 4854.886044 = -2459358.257938
  nChanged 9
		SP:Iteration 90Q (3017.420000 sec): 3 clusters
  Score: Raw -2464215.047706 + Penalty 4854.886044 = -2459360.161662
  nChanged 13
		SP:Iteration 91Q (3017.490000 sec): 3 clusters
  Score: Raw -2464217.230065 + Penalty 4854.886044 = -2459362.344021
  nChanged 8
		SP:Iteration 92Q (3017.550000 sec): 3 clusters
  Score: Raw -2464219.129124 + Penalty 4854.886044 = -2459364.243080
  nChanged 16
		SP:Iteration 93Q (3017.610000 sec): 3 clusters
  Score: Raw -2464222.452040 + Penalty 4854.886044 = -2459367.565996
  nChanged 12
		SP:Iteration 94Q (3017.670000 sec): 3 clusters
  Score: Raw -2464224.397139 + Penalty 4854.886044 = -2459369.511096
  nChanged 9
		SP:Iteration 95Q (3017.730000 sec): 3 clusters
  Score: Raw -2464226.096682 + Penalty 4854.886044 = -2459371.210638
  nChanged 10
		SP:Iteration 96Q (3017.790000 sec): 3 clusters
  Score: Raw -2464227.503896 + Penalty 4854.886044 = -2459372.617852
  nChanged 7
		SP:Iteration 97Q (3017.850000 sec): 3 clusters
  Score: Raw -2464229.028880 + Penalty 4854.886044 = -2459374.142836
  nChanged 9
		SP:Iteration 98Q (3017.910000 sec): 3 clusters
  Score: Raw -2464231.186190 + Penalty 4854.886044 = -2459376.300146
  nChanged 8
		SP:Iteration 99Q (3017.970000 sec): 3 clusters
  Score: Raw -2464232.411819 + Penalty 4854.886044 = -2459377.525775
  nChanged 5
		SP:Iteration 100F (3018.040000 sec): 3 clusters
  Score: Raw -2464232.818144 + Penalty 4854.886044 = -2459377.932100
  nChanged 2
		SP:Iteration 101Q (3018.100000 sec): 3 clusters
  Score: Raw -2464233.111791 + Penalty 4854.886044 = -2459378.225748
  nChanged 2
		SP:Iteration 102Q (3018.160000 sec): 3 clusters
  Score: Raw -2464233.577550 + Penalty 4854.886044 = -2459378.691506
  nChanged 2
		SP:Iteration 103Q (3018.220000 sec): 3 clusters
  Score: Raw -2464233.909984 + Penalty 4854.886044 = -2459379.023940
  nChanged 5
		SP:Iteration 104Q (3018.270000 sec): 3 clusters
  Score: Raw -2464234.331085 + Penalty 4854.886044 = -2459379.445041
  nChanged 2
		SP:Iteration 105Q (3018.330000 sec): 3 clusters
  Score: Raw -2464234.680078 + Penalty 4854.886044 = -2459379.794034
  nChanged 5
		SP:Iteration 106Q (3018.390000 sec): 3 clusters
  Score: Raw -2464236.035582 + Penalty 4854.886044 = -2459381.149538
  nChanged 3
		SP:Iteration 107Q (3018.450000 sec): 3 clusters
  Score: Raw -2464236.478109 + Penalty 4854.886044 = -2459381.592065
  nChanged 0
		SP:Iteration 108F (3018.520000 sec): 3 clusters
  Score: Raw -2464236.478109 + Penalty 4854.886044 = -2459381.592065
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3018.550000 sec): 2 clusters
  Score: Raw -1055727.530065 + Penalty 2202.523122 = -1053525.006944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3018.580000 sec): 3 clusters
  Score: Raw -1052032.042671 + Penalty 4405.046243 = -1047626.996428
  nChanged 2867
		SP:Iteration 1F (3018.610000 sec): 3 clusters
  Score: Raw -1053644.306241 + Penalty 4405.046243 = -1049239.259998
  nChanged 537
		SP:Iteration 2F (3018.640000 sec): 3 clusters
  Score: Raw -1053971.827346 + Penalty 4405.046243 = -1049566.781102
  nChanged 404
		SP:Iteration 3F (3018.670000 sec): 3 clusters
  Score: Raw -1054211.994885 + Penalty 4405.046243 = -1049806.948641
  nChanged 359
		SP:Iteration 4Q (3018.690000 sec): 3 clusters
  Score: Raw -1054425.446296 + Penalty 4405.046243 = -1050020.400053
  nChanged 346
		SP:Iteration 5Q (3018.720000 sec): 3 clusters
  Score: Raw -1054643.045556 + Penalty 4405.046243 = -1050237.999313
  nChanged 298
		SP:Iteration 6Q (3018.750000 sec): 3 clusters
  Score: Raw -1054812.994523 + Penalty 4405.046243 = -1050407.948280
  nChanged 259
		SP:Iteration 7Q (3018.780000 sec): 3 clusters
  Score: Raw -1054978.562927 + Penalty 4405.046243 = -1050573.516683
  nChanged 250
		SP:Iteration 8Q (3018.810000 sec): 3 clusters
  Score: Raw -1055139.845023 + Penalty 4405.046243 = -1050734.798780
  nChanged 228
		SP:Iteration 9Q (3018.840000 sec): 3 clusters
  Score: Raw -1055288.549805 + Penalty 4405.046243 = -1050883.503562
  nChanged 169
		SP:Iteration 10Q (3018.870000 sec): 3 clusters
  Score: Raw -1055401.638513 + Penalty 4405.046243 = -1050996.592270
  nChanged 170
		SP:Iteration 11Q (3018.890000 sec): 3 clusters
  Score: Raw -1055515.579114 + Penalty 4405.046243 = -1051110.532871
  nChanged 152
		SP:Iteration 12Q (3018.920000 sec): 3 clusters
  Score: Raw -1055619.376799 + Penalty 4405.046243 = -1051214.330556
  nChanged 140
		SP:Iteration 13Q (3018.950000 sec): 3 clusters
  Score: Raw -1055735.665381 + Penalty 4405.046243 = -1051330.619137
  nChanged 152
		SP:Iteration 14Q (3018.970000 sec): 3 clusters
  Score: Raw -1055871.897470 + Penalty 4405.046243 = -1051466.851227
  nChanged 128
		SP:Iteration 15Q (3019.000000 sec): 3 clusters
  Score: Raw -1055987.148585 + Penalty 4405.046243 = -1051582.102341
  nChanged 123
		SP:Iteration 16Q (3019.030000 sec): 3 clusters
  Score: Raw -1056093.591671 + Penalty 4405.046243 = -1051688.545428
  nChanged 119
		SP:Iteration 17Q (3019.050000 sec): 3 clusters
  Score: Raw -1056188.084444 + Penalty 4405.046243 = -1051783.038201
  nChanged 93
		SP:Iteration 18Q (3019.080000 sec): 3 clusters
  Score: Raw -1056259.547312 + Penalty 4405.046243 = -1051854.501069
  nChanged 76
		SP:Iteration 19Q (3019.100000 sec): 3 clusters
  Score: Raw -1056313.848865 + Penalty 4405.046243 = -1051908.802622
  nChanged 72
		SP:Iteration 20F (3019.130000 sec): 3 clusters
  Score: Raw -1056355.843133 + Penalty 4405.046243 = -1051950.796890
  nChanged 59
		SP:Iteration 21Q (3019.150000 sec): 3 clusters
  Score: Raw -1056386.553438 + Penalty 4405.046243 = -1051981.507194
  nChanged 55
		SP:Iteration 22Q (3019.180000 sec): 3 clusters
  Score: Raw -1056416.457090 + Penalty 4405.046243 = -1052011.410846
  nChanged 56
		SP:Iteration 23Q (3019.210000 sec): 3 clusters
  Score: Raw -1056442.355946 + Penalty 4405.046243 = -1052037.309703
  nChanged 44
		SP:Iteration 24Q (3019.230000 sec): 3 clusters
  Score: Raw -1056459.589807 + Penalty 4405.046243 = -1052054.543564
  nChanged 32
		SP:Iteration 25Q (3019.260000 sec): 3 clusters
  Score: Raw -1056476.451359 + Penalty 4405.046243 = -1052071.405116
  nChanged 39
		SP:Iteration 26Q (3019.290000 sec): 3 clusters
  Score: Raw -1056493.195009 + Penalty 4405.046243 = -1052088.148766
  nChanged 31
		SP:Iteration 27Q (3019.310000 sec): 3 clusters
  Score: Raw -1056506.782043 + Penalty 4405.046243 = -1052101.735799
  nChanged 25
		SP:Iteration 28Q (3019.330000 sec): 3 clusters
  Score: Raw -1056516.376012 + Penalty 4405.046243 = -1052111.329769
  nChanged 19
		SP:Iteration 29Q (3019.370000 sec): 3 clusters
  Score: Raw -1056524.673228 + Penalty 4405.046243 = -1052119.626985
  nChanged 25
		SP:Iteration 30Q (3019.390000 sec): 3 clusters
  Score: Raw -1056533.821250 + Penalty 4405.046243 = -1052128.775006
  nChanged 23
		SP:Iteration 31Q (3019.410000 sec): 3 clusters
  Score: Raw -1056542.372320 + Penalty 4405.046243 = -1052137.326077
  nChanged 18
		SP:Iteration 32Q (3019.430000 sec): 3 clusters
  Score: Raw -1056549.684027 + Penalty 4405.046243 = -1052144.637784
  nChanged 18
		SP:Iteration 33Q (3019.450000 sec): 3 clusters
  Score: Raw -1056555.590815 + Penalty 4405.046243 = -1052150.544572
  nChanged 12
		SP:Iteration 34Q (3019.470000 sec): 3 clusters
  Score: Raw -1056559.520835 + Penalty 4405.046243 = -1052154.474592
  nChanged 13
		SP:Iteration 35Q (3019.490000 sec): 3 clusters
  Score: Raw -1056563.159637 + Penalty 4405.046243 = -1052158.113394
  nChanged 15
		SP:Iteration 36Q (3019.520000 sec): 3 clusters
  Score: Raw -1056568.731252 + Penalty 4405.046243 = -1052163.685009
  nChanged 11
		SP:Iteration 37Q (3019.540000 sec): 3 clusters
  Score: Raw -1056572.733590 + Penalty 4405.046243 = -1052167.687347
  nChanged 7
		SP:Iteration 38Q (3019.560000 sec): 3 clusters
  Score: Raw -1056574.252878 + Penalty 4405.046243 = -1052169.206635
  nChanged 3
		SP:Iteration 39Q (3019.580000 sec): 3 clusters
  Score: Raw -1056574.770957 + Penalty 4405.046243 = -1052169.724714
  nChanged 2
		SP:Iteration 40F (3019.610000 sec): 3 clusters
  Score: Raw -1056575.678603 + Penalty 4405.046243 = -1052170.632360
  nChanged 1
		SP:Iteration 41Q (3019.630000 sec): 3 clusters
  Score: Raw -1056575.844709 + Penalty 4405.046243 = -1052170.798466
  nChanged 0
		SP:Iteration 42F (3019.650000 sec): 3 clusters
  Score: Raw -1056575.844709 + Penalty 4405.046243 = -1052170.798466
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (100197 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3020.020000 sec): 2 clusters
  Score: Raw -14805464.909092 + Penalty 2855.693595 = -14802609.215497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3020.430000 sec): 3 clusters
  Score: Raw -14741277.289886 + Penalty 5711.387189 = -14735565.902697
  nChanged 47466
		SP:Iteration 1F (3020.800000 sec): 3 clusters
  Score: Raw -14767915.109932 + Penalty 5711.387189 = -14762203.722742
  nChanged 3146
		SP:Iteration 2Q (3021.190000 sec): 3 clusters
  Score: Raw -14768590.218422 + Penalty 5711.387189 = -14762878.831232
  nChanged 3156
		SP:Iteration 3Q (3021.580000 sec): 3 clusters
  Score: Raw -14769337.619807 + Penalty 5711.387189 = -14763626.232618
  nChanged 3395
		SP:Iteration 4Q (3021.970000 sec): 3 clusters
  Score: Raw -14770269.688798 + Penalty 5711.387189 = -14764558.301609
  nChanged 3680
		SP:Iteration 5Q (3022.350000 sec): 3 clusters
  Score: Raw -14771512.990331 + Penalty 5711.387189 = -14765801.603141
  nChanged 4454
		SP:Iteration 6Q (3022.740000 sec): 3 clusters
  Score: Raw -14773373.339783 + Penalty 5711.387189 = -14767661.952593
  nChanged 5384
		SP:Iteration 7F (3023.120000 sec): 3 clusters
  Score: Raw -14776094.818790 + Penalty 5711.387189 = -14770383.431601
  nChanged 6240
		SP:Iteration 8F (3023.490000 sec): 3 clusters
  Score: Raw -14779770.798824 + Penalty 5711.387189 = -14774059.411635
  nChanged 6682
		SP:Iteration 9F (3023.870000 sec): 3 clusters
  Score: Raw -14784247.241068 + Penalty 5711.387189 = -14778535.853878
  nChanged 6550
		SP:Iteration 10F (3024.250000 sec): 3 clusters
  Score: Raw -14789130.973928 + Penalty 5711.387189 = -14783419.586739
  nChanged 6027
		SP:Iteration 11F (3024.660000 sec): 3 clusters
  Score: Raw -14793867.016355 + Penalty 5711.387189 = -14788155.629165
  nChanged 4833
		SP:Iteration 12Q (3025.080000 sec): 3 clusters
  Score: Raw -14797771.170966 + Penalty 5711.387189 = -14792059.783777
  nChanged 3572
		SP:Iteration 13Q (3025.440000 sec): 3 clusters
  Score: Raw -14800629.492879 + Penalty 5711.387189 = -14794918.105690
  nChanged 2447
		SP:Iteration 14Q (3025.780000 sec): 3 clusters
  Score: Raw -14802515.503899 + Penalty 5711.387189 = -14796804.116710
  nChanged 1636
		SP:Iteration 15Q (3026.100000 sec): 3 clusters
  Score: Raw -14803756.865085 + Penalty 5711.387189 = -14798045.477895
  nChanged 1073
		SP:Iteration 16Q (3026.410000 sec): 3 clusters
  Score: Raw -14804588.218361 + Penalty 5711.387189 = -14798876.831172
  nChanged 691
		SP:Iteration 17Q (3026.690000 sec): 3 clusters
  Score: Raw -14805123.413604 + Penalty 5711.387189 = -14799412.026415
  nChanged 418
		SP:Iteration 18Q (3026.970000 sec): 3 clusters
  Score: Raw -14805426.234086 + Penalty 5711.387189 = -14799714.846897
  nChanged 255
		SP:Iteration 19Q (3027.250000 sec): 3 clusters
  Score: Raw -14805610.913600 + Penalty 5711.387189 = -14799899.526410
  nChanged 163
		SP:Iteration 20F (3027.620000 sec): 3 clusters
  Score: Raw -14805731.840069 + Penalty 5711.387189 = -14800020.452879
  nChanged 133
		SP:Iteration 21Q (3027.890000 sec): 3 clusters
  Score: Raw -14805836.819013 + Penalty 5711.387189 = -14800125.431824
  nChanged 106
		SP:Iteration 22Q (3028.160000 sec): 3 clusters
  Score: Raw -14805921.245047 + Penalty 5711.387189 = -14800209.857857
  nChanged 73
		SP:Iteration 23Q (3028.430000 sec): 3 clusters
  Score: Raw -14805971.862631 + Penalty 5711.387189 = -14800260.475442
  nChanged 55
		SP:Iteration 24Q (3028.700000 sec): 3 clusters
  Score: Raw -14806011.081709 + Penalty 5711.387189 = -14800299.694519
  nChanged 33
		SP:Iteration 25Q (3028.970000 sec): 3 clusters
  Score: Raw -14806029.133623 + Penalty 5711.387189 = -14800317.746433
  nChanged 22
		SP:Iteration 26Q (3029.230000 sec): 3 clusters
  Score: Raw -14806039.479977 + Penalty 5711.387189 = -14800328.092787
  nChanged 15
		SP:Iteration 27Q (3029.500000 sec): 3 clusters
  Score: Raw -14806047.086907 + Penalty 5711.387189 = -14800335.699718
  nChanged 11
		SP:Iteration 28Q (3029.760000 sec): 3 clusters
  Score: Raw -14806053.607320 + Penalty 5711.387189 = -14800342.220130
  nChanged 7
		SP:Iteration 29Q (3030.030000 sec): 3 clusters
  Score: Raw -14806057.040285 + Penalty 5711.387189 = -14800345.653096
  nChanged 5
		SP:Iteration 30Q (3030.290000 sec): 3 clusters
  Score: Raw -14806060.148440 + Penalty 5711.387189 = -14800348.761250
  nChanged 6
		SP:Iteration 31Q (3030.560000 sec): 3 clusters
  Score: Raw -14806064.141226 + Penalty 5711.387189 = -14800352.754036
  nChanged 6
		SP:Iteration 32Q (3030.830000 sec): 3 clusters
  Score: Raw -14806068.839245 + Penalty 5711.387189 = -14800357.452055
  nChanged 7
		SP:Iteration 33Q (3031.090000 sec): 3 clusters
  Score: Raw -14806073.610697 + Penalty 5711.387189 = -14800362.223508
  nChanged 7
		SP:Iteration 34Q (3031.360000 sec): 3 clusters
  Score: Raw -14806076.278395 + Penalty 5711.387189 = -14800364.891206
  nChanged 8
		SP:Iteration 35Q (3031.620000 sec): 3 clusters
  Score: Raw -14806080.497278 + Penalty 5711.387189 = -14800369.110089
  nChanged 4
		SP:Iteration 36Q (3031.890000 sec): 3 clusters
  Score: Raw -14806083.063893 + Penalty 5711.387189 = -14800371.676704
  nChanged 4
		SP:Iteration 37Q (3032.150000 sec): 3 clusters
  Score: Raw -14806085.769061 + Penalty 5711.387189 = -14800374.381872
  nChanged 4
		SP:Iteration 38Q (3032.410000 sec): 3 clusters
  Score: Raw -14806087.237561 + Penalty 5711.387189 = -14800375.850372
  nChanged 1
		SP:Iteration 39Q (3032.680000 sec): 3 clusters
  Score: Raw -14806087.638926 + Penalty 5711.387189 = -14800376.251736
  nChanged 0
		SP:Iteration 40F (3033.050000 sec): 3 clusters
  Score: Raw -14806087.638926 + Penalty 5711.387189 = -14800376.251736
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3033.090000 sec): 2 clusters
  Score: Raw -35204.480717 + Penalty 1371.298414 = -33833.182303
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3033.090000 sec): 3 clusters
  Score: Raw -35376.551737 + Penalty 2742.596827 = -32633.954909
  nChanged 15
		SP:Iteration 1F (3033.090000 sec): 3 clusters
  Score: Raw -35417.615390 + Penalty 2742.596827 = -32675.018563
  nChanged 4
		SP:Iteration 2Q (3033.090000 sec): 3 clusters
  Score: Raw -35439.948280 + Penalty 2742.596827 = -32697.351453
  nChanged 4
		SP:Iteration 3Q (3033.090000 sec): 3 clusters
  Score: Raw -35459.508136 + Penalty 2742.596827 = -32716.911309
  nChanged 1
		SP:Iteration 4Q (3033.090000 sec): 3 clusters
  Score: Raw -35461.074896 + Penalty 2742.596827 = -32718.478069
  nChanged 0
		SP:Iteration 5F (3033.090000 sec): 3 clusters
  Score: Raw -35461.074896 + Penalty 2742.596827 = -32718.478069
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (259059 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3033.960000 sec): 2 clusters
  Score: Raw -38340513.913558 + Penalty 3091.273156 = -38337422.640401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3034.940000 sec): 3 clusters
  Score: Raw -38169484.457161 + Penalty 6182.546313 = -38163301.910849
  nChanged 125028
		SP:Iteration 1F (3035.930000 sec): 3 clusters
  Score: Raw -38242767.422981 + Penalty 6182.546313 = -38236584.876668
  nChanged 6033
		SP:Iteration 2Q (3036.940000 sec): 3 clusters
  Score: Raw -38243751.941498 + Penalty 6182.546313 = -38237569.395186
  nChanged 6228
		SP:Iteration 3Q (3037.950000 sec): 3 clusters
  Score: Raw -38244812.687463 + Penalty 6182.546313 = -38238630.141151
  nChanged 6457
		SP:Iteration 4Q (3038.970000 sec): 3 clusters
  Score: Raw -38246052.575136 + Penalty 6182.546313 = -38239870.028823
  nChanged 6938
		SP:Iteration 5Q (3039.990000 sec): 3 clusters
  Score: Raw -38247501.838483 + Penalty 6182.546313 = -38241319.292170
  nChanged 7568
		SP:Iteration 6Q (3041.010000 sec): 3 clusters
  Score: Raw -38249195.974814 + Penalty 6182.546313 = -38243013.428501
  nChanged 8109
		SP:Iteration 7Q (3042.030000 sec): 3 clusters
  Score: Raw -38251183.814306 + Penalty 6182.546313 = -38245001.267994
  nChanged 8392
		SP:Iteration 8Q (3043.030000 sec): 3 clusters
  Score: Raw -38253359.365896 + Penalty 6182.546313 = -38247176.819583
  nChanged 8696
		SP:Iteration 9Q (3044.050000 sec): 3 clusters
  Score: Raw -38255795.438634 + Penalty 6182.546313 = -38249612.892322
  nChanged 8930
		SP:Iteration 10Q (3045.070000 sec): 3 clusters
  Score: Raw -38258439.313025 + Penalty 6182.546313 = -38252256.766713
  nChanged 8933
		SP:Iteration 11Q (3046.080000 sec): 3 clusters
  Score: Raw -38261122.349598 + Penalty 6182.546313 = -38254939.803286
  nChanged 8969
		SP:Iteration 12Q (3047.090000 sec): 3 clusters
  Score: Raw -38263894.524071 + Penalty 6182.546313 = -38257711.977758
  nChanged 8981
		SP:Iteration 13Q (3048.100000 sec): 3 clusters
  Score: Raw -38266803.021149 + Penalty 6182.546313 = -38260620.474836
  nChanged 9294
		SP:Iteration 14Q (3049.120000 sec): 3 clusters
  Score: Raw -38270231.383317 + Penalty 6182.546313 = -38264048.837005
  nChanged 10292
		SP:Iteration 15Q (3050.120000 sec): 3 clusters
  Score: Raw -38274677.901261 + Penalty 6182.546313 = -38268495.354949
  nChanged 11586
		SP:Iteration 16Q (3051.130000 sec): 3 clusters
  Score: Raw -38280548.366140 + Penalty 6182.546313 = -38274365.819828
  nChanged 12599
		SP:Iteration 17Q (3052.140000 sec): 3 clusters
  Score: Raw -38287578.142837 + Penalty 6182.546313 = -38281395.596524
  nChanged 12584
		SP:Iteration 18Q (3053.130000 sec): 3 clusters
  Score: Raw -38295185.795253 + Penalty 6182.546313 = -38289003.248941
  nChanged 11944
		SP:Iteration 19Q (3054.100000 sec): 3 clusters
  Score: Raw -38302699.768691 + Penalty 6182.546313 = -38296517.222379
  nChanged 10504
		SP:Iteration 20F (3055.090000 sec): 3 clusters
  Score: Raw -38309318.422574 + Penalty 6182.546313 = -38303135.876262
  nChanged 8990
		SP:Iteration 21Q (3056.000000 sec): 3 clusters
  Score: Raw -38315039.688948 + Penalty 6182.546313 = -38308857.142635
  nChanged 7790
		SP:Iteration 22Q (3056.860000 sec): 3 clusters
  Score: Raw -38320173.873751 + Penalty 6182.546313 = -38313991.327438
  nChanged 6700
		SP:Iteration 23Q (3057.700000 sec): 3 clusters
  Score: Raw -38324762.264152 + Penalty 6182.546313 = -38318579.717840
  nChanged 5901
		SP:Iteration 24Q (3058.500000 sec): 3 clusters
  Score: Raw -38329032.604730 + Penalty 6182.546313 = -38322850.058417
  nChanged 4906
		SP:Iteration 25Q (3059.280000 sec): 3 clusters
  Score: Raw -38332707.214303 + Penalty 6182.546313 = -38326524.667991
  nChanged 3899
		SP:Iteration 26Q (3060.030000 sec): 3 clusters
  Score: Raw -38335733.101250 + Penalty 6182.546313 = -38329550.554937
  nChanged 2768
		SP:Iteration 27Q (3060.760000 sec): 3 clusters
  Score: Raw -38337912.408378 + Penalty 6182.546313 = -38331729.862065
  nChanged 1767
		SP:Iteration 28Q (3061.480000 sec): 3 clusters
  Score: Raw -38339278.487614 + Penalty 6182.546313 = -38333095.941301
  nChanged 958
		SP:Iteration 29Q (3062.190000 sec): 3 clusters
  Score: Raw -38340015.802398 + Penalty 6182.546313 = -38333833.256085
  nChanged 443
		SP:Iteration 30Q (3062.900000 sec): 3 clusters
  Score: Raw -38340378.264038 + Penalty 6182.546313 = -38334195.717725
  nChanged 219
		SP:Iteration 31Q (3063.590000 sec): 3 clusters
  Score: Raw -38340561.706018 + Penalty 6182.546313 = -38334379.159705
  nChanged 110
		SP:Iteration 32Q (3064.280000 sec): 3 clusters
  Score: Raw -38340662.584567 + Penalty 6182.546313 = -38334480.038254
  nChanged 86
		SP:Iteration 33Q (3064.980000 sec): 3 clusters
  Score: Raw -38340751.010139 + Penalty 6182.546313 = -38334568.463826
  nChanged 53
		SP:Iteration 34Q (3065.670000 sec): 3 clusters
  Score: Raw -38340800.452913 + Penalty 6182.546313 = -38334617.906601
  nChanged 35
		SP:Iteration 35Q (3066.370000 sec): 3 clusters
  Score: Raw -38340828.876196 + Penalty 6182.546313 = -38334646.329884
  nChanged 17
		SP:Iteration 36Q (3067.050000 sec): 3 clusters
  Score: Raw -38340841.656920 + Penalty 6182.546313 = -38334659.110607
  nChanged 10
		SP:Iteration 37Q (3067.740000 sec): 3 clusters
  Score: Raw -38340851.196079 + Penalty 6182.546313 = -38334668.649767
  nChanged 8
		SP:Iteration 38Q (3068.430000 sec): 3 clusters
  Score: Raw -38340859.089050 + Penalty 6182.546313 = -38334676.542737
  nChanged 11
		SP:Iteration 39Q (3069.120000 sec): 3 clusters
  Score: Raw -38340868.967038 + Penalty 6182.546313 = -38334686.420725
  nChanged 7
		SP:Iteration 40F (3070.090000 sec): 3 clusters
  Score: Raw -38340876.114000 + Penalty 6182.546313 = -38334693.567687
  nChanged 13
		SP:Iteration 41Q (3070.780000 sec): 3 clusters
  Score: Raw -38340890.321147 + Penalty 6182.546313 = -38334707.774835
  nChanged 7
		SP:Iteration 42Q (3071.470000 sec): 3 clusters
  Score: Raw -38340896.581774 + Penalty 6182.546313 = -38334714.035461
  nChanged 8
		SP:Iteration 43Q (3072.160000 sec): 3 clusters
  Score: Raw -38340901.073569 + Penalty 6182.546313 = -38334718.527256
  nChanged 5
		SP:Iteration 44Q (3072.850000 sec): 3 clusters
  Score: Raw -38340905.706396 + Penalty 6182.546313 = -38334723.160084
  nChanged 5
		SP:Iteration 45Q (3073.540000 sec): 3 clusters
  Score: Raw -38340908.748541 + Penalty 6182.546313 = -38334726.202229
  nChanged 3
		SP:Iteration 46Q (3074.230000 sec): 3 clusters
  Score: Raw -38340911.388092 + Penalty 6182.546313 = -38334728.841779
  nChanged 1
		SP:Iteration 47Q (3074.920000 sec): 3 clusters
  Score: Raw -38340912.201271 + Penalty 6182.546313 = -38334729.654958
  nChanged 1
		SP:Iteration 48Q (3075.610000 sec): 3 clusters
  Score: Raw -38340912.608136 + Penalty 6182.546313 = -38334730.061824
  nChanged 0
		SP:Iteration 49F (3076.580000 sec): 3 clusters
  Score: Raw -38340912.608136 + Penalty 6182.546313 = -38334730.061824
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3076.700000 sec): 2 clusters
  Score: Raw -64181.902047 + Penalty 1533.668925 = -62648.233122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3076.700000 sec): 3 clusters
  Score: Raw -64219.758546 + Penalty 3067.337850 = -61152.420696
  nChanged 96
		SP:Iteration 1F (3076.700000 sec): 3 clusters
  Score: Raw -64481.459102 + Penalty 3067.337850 = -61414.121252
  nChanged 34
		SP:Iteration 2F (3076.700000 sec): 3 clusters
  Score: Raw -64597.407076 + Penalty 3067.337850 = -61530.069226
  nChanged 16
		SP:Iteration 3Q (3076.710000 sec): 3 clusters
  Score: Raw -64670.695748 + Penalty 3067.337850 = -61603.357898
  nChanged 16
		SP:Iteration 4Q (3076.710000 sec): 3 clusters
  Score: Raw -64839.399649 + Penalty 3067.337850 = -61772.061799
  nChanged 22
		SP:Iteration 5Q (3076.710000 sec): 3 clusters
  Score: Raw -65047.368709 + Penalty 3067.337850 = -61980.030859
  nChanged 21
		SP:Iteration 6Q (3076.710000 sec): 3 clusters
  Score: Raw -65174.163803 + Penalty 3067.337850 = -62106.825953
  nChanged 13
		SP:Iteration 7Q (3076.710000 sec): 3 clusters
  Score: Raw -65218.919827 + Penalty 3067.337850 = -62151.581977
  nChanged 7
		SP:Iteration 8Q (3076.720000 sec): 3 clusters
  Score: Raw -65248.620953 + Penalty 3067.337850 = -62181.283103
  nChanged 5
		SP:Iteration 9Q (3076.720000 sec): 3 clusters
  Score: Raw -65269.476964 + Penalty 3067.337850 = -62202.139114
  nChanged 3
		SP:Iteration 10Q (3076.720000 sec): 3 clusters
  Score: Raw -65282.310552 + Penalty 3067.337850 = -62214.972702
  nChanged 1
		SP:Iteration 11Q (3076.720000 sec): 3 clusters
  Score: Raw -65288.734871 + Penalty 3067.337850 = -62221.397021
  nChanged 4
		SP:Iteration 12Q (3076.720000 sec): 3 clusters
  Score: Raw -65310.314049 + Penalty 3067.337850 = -62242.976199
  nChanged 5
		SP:Iteration 13Q (3076.720000 sec): 3 clusters
  Score: Raw -65337.438856 + Penalty 3067.337850 = -62270.101006
  nChanged 4
		SP:Iteration 14Q (3076.720000 sec): 3 clusters
  Score: Raw -65354.152080 + Penalty 3067.337850 = -62286.814230
  nChanged 1
		SP:Iteration 15Q (3076.720000 sec): 3 clusters
  Score: Raw -65358.067074 + Penalty 3067.337850 = -62290.729224
  nChanged 0
		SP:Iteration 16F (3076.730000 sec): 3 clusters
  Score: Raw -65358.067074 + Penalty 3067.337850 = -62290.729224
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (7607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3076.760000 sec): 2 clusters
  Score: Raw -1092628.849247 + Penalty 2216.332390 = -1090412.516856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3076.780000 sec): 3 clusters
  Score: Raw -1088671.186007 + Penalty 4432.664781 = -1084238.521226
  nChanged 3001
		SP:Iteration 1F (3076.810000 sec): 3 clusters
  Score: Raw -1090306.759567 + Penalty 4432.664781 = -1085874.094787
  nChanged 554
		SP:Iteration 2F (3076.840000 sec): 3 clusters
  Score: Raw -1090590.040976 + Penalty 4432.664781 = -1086157.376195
  nChanged 391
		SP:Iteration 3F (3076.860000 sec): 3 clusters
  Score: Raw -1090780.168076 + Penalty 4432.664781 = -1086347.503295
  nChanged 320
		SP:Iteration 4Q (3076.890000 sec): 3 clusters
  Score: Raw -1090931.108401 + Penalty 4432.664781 = -1086498.443620
  nChanged 288
		SP:Iteration 5Q (3076.920000 sec): 3 clusters
  Score: Raw -1091072.620036 + Penalty 4432.664781 = -1086639.955255
  nChanged 245
		SP:Iteration 6Q (3076.950000 sec): 3 clusters
  Score: Raw -1091202.334294 + Penalty 4432.664781 = -1086769.669513
  nChanged 261
		SP:Iteration 7Q (3076.980000 sec): 3 clusters
  Score: Raw -1091345.805929 + Penalty 4432.664781 = -1086913.141148
  nChanged 247
		SP:Iteration 8Q (3077.000000 sec): 3 clusters
  Score: Raw -1091468.827410 + Penalty 4432.664781 = -1087036.162629
  nChanged 224
		SP:Iteration 9Q (3077.030000 sec): 3 clusters
  Score: Raw -1091570.983721 + Penalty 4432.664781 = -1087138.318940
  nChanged 204
		SP:Iteration 10Q (3077.060000 sec): 3 clusters
  Score: Raw -1091675.022540 + Penalty 4432.664781 = -1087242.357759
  nChanged 195
		SP:Iteration 11Q (3077.090000 sec): 3 clusters
  Score: Raw -1091770.970545 + Penalty 4432.664781 = -1087338.305764
  nChanged 204
		SP:Iteration 12Q (3077.110000 sec): 3 clusters
  Score: Raw -1091860.643465 + Penalty 4432.664781 = -1087427.978684
  nChanged 163
		SP:Iteration 13Q (3077.140000 sec): 3 clusters
  Score: Raw -1091934.288131 + Penalty 4432.664781 = -1087501.623350
  nChanged 173
		SP:Iteration 14Q (3077.170000 sec): 3 clusters
  Score: Raw -1092016.483466 + Penalty 4432.664781 = -1087583.818685
  nChanged 146
		SP:Iteration 15Q (3077.200000 sec): 3 clusters
  Score: Raw -1092088.658144 + Penalty 4432.664781 = -1087655.993364
  nChanged 141
		SP:Iteration 16Q (3077.220000 sec): 3 clusters
  Score: Raw -1092158.531365 + Penalty 4432.664781 = -1087725.866584
  nChanged 147
		SP:Iteration 17Q (3077.250000 sec): 3 clusters
  Score: Raw -1092240.323698 + Penalty 4432.664781 = -1087807.658917
  nChanged 149
		SP:Iteration 18Q (3077.280000 sec): 3 clusters
  Score: Raw -1092325.833492 + Penalty 4432.664781 = -1087893.168711
  nChanged 138
		SP:Iteration 19Q (3077.300000 sec): 3 clusters
  Score: Raw -1092396.665793 + Penalty 4432.664781 = -1087964.001012
  nChanged 116
		SP:Iteration 20F (3077.330000 sec): 3 clusters
  Score: Raw -1092447.253947 + Penalty 4432.664781 = -1088014.589166
  nChanged 87
		SP:Iteration 21Q (3077.360000 sec): 3 clusters
  Score: Raw -1092484.917289 + Penalty 4432.664781 = -1088052.252509
  nChanged 87
		SP:Iteration 22Q (3077.380000 sec): 3 clusters
  Score: Raw -1092519.671629 + Penalty 4432.664781 = -1088087.006848
  nChanged 78
		SP:Iteration 23Q (3077.410000 sec): 3 clusters
  Score: Raw -1092552.103090 + Penalty 4432.664781 = -1088119.438309
  nChanged 72
		SP:Iteration 24Q (3077.440000 sec): 3 clusters
  Score: Raw -1092581.978698 + Penalty 4432.664781 = -1088149.313917
  nChanged 70
		SP:Iteration 25Q (3077.460000 sec): 3 clusters
  Score: Raw -1092609.704144 + Penalty 4432.664781 = -1088177.039363
  nChanged 57
		SP:Iteration 26Q (3077.490000 sec): 3 clusters
  Score: Raw -1092632.247011 + Penalty 4432.664781 = -1088199.582230
  nChanged 48
		SP:Iteration 27Q (3077.520000 sec): 3 clusters
  Score: Raw -1092656.318524 + Penalty 4432.664781 = -1088223.653743
  nChanged 56
		SP:Iteration 28Q (3077.540000 sec): 3 clusters
  Score: Raw -1092679.834382 + Penalty 4432.664781 = -1088247.169602
  nChanged 52
		SP:Iteration 29Q (3077.560000 sec): 3 clusters
  Score: Raw -1092699.341333 + Penalty 4432.664781 = -1088266.676552
  nChanged 53
		SP:Iteration 30Q (3077.590000 sec): 3 clusters
  Score: Raw -1092717.190451 + Penalty 4432.664781 = -1088284.525670
  nChanged 49
		SP:Iteration 31Q (3077.620000 sec): 3 clusters
  Score: Raw -1092738.296293 + Penalty 4432.664781 = -1088305.631512
  nChanged 47
		SP:Iteration 32Q (3077.640000 sec): 3 clusters
  Score: Raw -1092756.615361 + Penalty 4432.664781 = -1088323.950580
  nChanged 52
		SP:Iteration 33Q (3077.670000 sec): 3 clusters
  Score: Raw -1092773.742099 + Penalty 4432.664781 = -1088341.077318
  nChanged 55
		SP:Iteration 34Q (3077.690000 sec): 3 clusters
  Score: Raw -1092791.590174 + Penalty 4432.664781 = -1088358.925394
  nChanged 43
		SP:Iteration 35Q (3077.720000 sec): 3 clusters
  Score: Raw -1092809.430294 + Penalty 4432.664781 = -1088376.765513
  nChanged 43
		SP:Iteration 36Q (3077.740000 sec): 3 clusters
  Score: Raw -1092825.902235 + Penalty 4432.664781 = -1088393.237455
  nChanged 48
		SP:Iteration 37Q (3077.770000 sec): 3 clusters
  Score: Raw -1092841.491292 + Penalty 4432.664781 = -1088408.826511
  nChanged 42
		SP:Iteration 38Q (3077.790000 sec): 3 clusters
  Score: Raw -1092855.934353 + Penalty 4432.664781 = -1088423.269572
  nChanged 28
		SP:Iteration 39Q (3077.820000 sec): 3 clusters
  Score: Raw -1092864.837710 + Penalty 4432.664781 = -1088432.172929
  nChanged 28
		SP:Iteration 40F (3077.840000 sec): 3 clusters
  Score: Raw -1092872.034629 + Penalty 4432.664781 = -1088439.369849
  nChanged 15
		SP:Iteration 41Q (3077.870000 sec): 3 clusters
  Score: Raw -1092875.748568 + Penalty 4432.664781 = -1088443.083787
  nChanged 14
		SP:Iteration 42Q (3077.890000 sec): 3 clusters
  Score: Raw -1092878.767767 + Penalty 4432.664781 = -1088446.102987
  nChanged 12
		SP:Iteration 43Q (3077.920000 sec): 3 clusters
  Score: Raw -1092881.496907 + Penalty 4432.664781 = -1088448.832126
  nChanged 9
		SP:Iteration 44Q (3077.940000 sec): 3 clusters
  Score: Raw -1092883.308577 + Penalty 4432.664781 = -1088450.643796
  nChanged 5
		SP:Iteration 45Q (3077.970000 sec): 3 clusters
  Score: Raw -1092885.286073 + Penalty 4432.664781 = -1088452.621292
  nChanged 7
		SP:Iteration 46Q (3077.990000 sec): 3 clusters
  Score: Raw -1092886.909364 + Penalty 4432.664781 = -1088454.244583
  nChanged 11
		SP:Iteration 47Q (3078.020000 sec): 3 clusters
  Score: Raw -1092890.005226 + Penalty 4432.664781 = -1088457.340445
  nChanged 11
		SP:Iteration 48Q (3078.040000 sec): 3 clusters
  Score: Raw -1092891.880606 + Penalty 4432.664781 = -1088459.215825
  nChanged 6
		SP:Iteration 49Q (3078.070000 sec): 3 clusters
  Score: Raw -1092892.890265 + Penalty 4432.664781 = -1088460.225484
  nChanged 1
		SP:Iteration 50Q (3078.090000 sec): 3 clusters
  Score: Raw -1092892.998506 + Penalty 4432.664781 = -1088460.333725
  nChanged 1
		SP:Iteration 51Q (3078.120000 sec): 3 clusters
  Score: Raw -1092893.213817 + Penalty 4432.664781 = -1088460.549036
  nChanged 1
		SP:Iteration 52Q (3078.140000 sec): 3 clusters
  Score: Raw -1092893.381593 + Penalty 4432.664781 = -1088460.716813
  nChanged 0
		SP:Iteration 53F (3078.170000 sec): 3 clusters
  Score: Raw -1092893.381593 + Penalty 4432.664781 = -1088460.716813
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3078.180000 sec): 2 clusters
  Score: Raw -44434.578259 + Penalty 1441.904372 = -42992.673887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3078.180000 sec): 3 clusters
  Score: Raw -44586.962989 + Penalty 2883.808744 = -41703.154246
  nChanged 42
		SP:Iteration 1F (3078.180000 sec): 3 clusters
  Score: Raw -44702.973384 + Penalty 2883.808744 = -41819.164640
  nChanged 7
		SP:Iteration 2Q (3078.180000 sec): 3 clusters
  Score: Raw -44725.485755 + Penalty 2883.808744 = -41841.677012
  nChanged 1
		SP:Iteration 3Q (3078.180000 sec): 3 clusters
  Score: Raw -44727.988901 + Penalty 2883.808744 = -41844.180157
  nChanged 0
		SP:Iteration 4F (3078.180000 sec): 3 clusters
  Score: Raw -44727.988901 + Penalty 2883.808744 = -41844.180157
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3078.190000 sec): 2 clusters
  Score: Raw -280893.419903 + Penalty 1887.614234 = -279005.805669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3078.200000 sec): 3 clusters
  Score: Raw -280215.018783 + Penalty 3775.228468 = -276439.790316
  nChanged 690
		SP:Iteration 1F (3078.210000 sec): 3 clusters
  Score: Raw -281013.966598 + Penalty 3775.228468 = -277238.738130
  nChanged 232
		SP:Iteration 2F (3078.210000 sec): 3 clusters
  Score: Raw -281389.023260 + Penalty 3775.228468 = -277613.794792
  nChanged 160
		SP:Iteration 3F (3078.220000 sec): 3 clusters
  Score: Raw -281590.758175 + Penalty 3775.228468 = -277815.529707
  nChanged 101
		SP:Iteration 4Q (3078.230000 sec): 3 clusters
  Score: Raw -281701.685901 + Penalty 3775.228468 = -277926.457433
  nChanged 86
		SP:Iteration 5Q (3078.240000 sec): 3 clusters
  Score: Raw -281816.240788 + Penalty 3775.228468 = -278041.012320
  nChanged 73
		SP:Iteration 6Q (3078.240000 sec): 3 clusters
  Score: Raw -281921.913873 + Penalty 3775.228468 = -278146.685406
  nChanged 65
		SP:Iteration 7Q (3078.250000 sec): 3 clusters
  Score: Raw -282001.339565 + Penalty 3775.228468 = -278226.111097
  nChanged 43
		SP:Iteration 8Q (3078.260000 sec): 3 clusters
  Score: Raw -282044.191613 + Penalty 3775.228468 = -278268.963145
  nChanged 31
		SP:Iteration 9Q (3078.260000 sec): 3 clusters
  Score: Raw -282077.675559 + Penalty 3775.228468 = -278302.447092
  nChanged 19
		SP:Iteration 10Q (3078.270000 sec): 3 clusters
  Score: Raw -282099.501097 + Penalty 3775.228468 = -278324.272629
  nChanged 20
		SP:Iteration 11Q (3078.280000 sec): 3 clusters
  Score: Raw -282122.511322 + Penalty 3775.228468 = -278347.282855
  nChanged 12
		SP:Iteration 12Q (3078.280000 sec): 3 clusters
  Score: Raw -282134.163523 + Penalty 3775.228468 = -278358.935055
  nChanged 5
		SP:Iteration 13Q (3078.290000 sec): 3 clusters
  Score: Raw -282138.613413 + Penalty 3775.228468 = -278363.384945
  nChanged 6
		SP:Iteration 14Q (3078.300000 sec): 3 clusters
  Score: Raw -282143.552881 + Penalty 3775.228468 = -278368.324413
  nChanged 0
		SP:Iteration 15F (3078.300000 sec): 3 clusters
  Score: Raw -282143.552881 + Penalty 3775.228468 = -278368.324413
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (20289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3078.380000 sec): 2 clusters
  Score: Raw -2848035.106893 + Penalty 2459.622868 = -2845575.484025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3078.450000 sec): 3 clusters
  Score: Raw -2836191.717337 + Penalty 4919.245737 = -2831272.471601
  nChanged 8931
		SP:Iteration 1F (3078.520000 sec): 3 clusters
  Score: Raw -2841182.539020 + Penalty 4919.245737 = -2836263.293283
  nChanged 1174
		SP:Iteration 2F (3078.600000 sec): 3 clusters
  Score: Raw -2841713.940741 + Penalty 4919.245737 = -2836794.695005
  nChanged 1095
		SP:Iteration 3F (3078.670000 sec): 3 clusters
  Score: Raw -2842228.891024 + Penalty 4919.245737 = -2837309.645287
  nChanged 1068
		SP:Iteration 4F (3078.740000 sec): 3 clusters
  Score: Raw -2842753.158020 + Penalty 4919.245737 = -2837833.912283
  nChanged 1061
		SP:Iteration 5F (3078.820000 sec): 3 clusters
  Score: Raw -2843345.836618 + Penalty 4919.245737 = -2838426.590882
  nChanged 1181
		SP:Iteration 6F (3078.890000 sec): 3 clusters
  Score: Raw -2844155.574650 + Penalty 4919.245737 = -2839236.328914
  nChanged 1276
		SP:Iteration 7F (3078.960000 sec): 3 clusters
  Score: Raw -2845198.645470 + Penalty 4919.245737 = -2840279.399734
  nChanged 1162
		SP:Iteration 8F (3079.040000 sec): 3 clusters
  Score: Raw -2846216.588612 + Penalty 4919.245737 = -2841297.342876
  nChanged 911
		SP:Iteration 9Q (3079.110000 sec): 3 clusters
  Score: Raw -2847137.640976 + Penalty 4919.245737 = -2842218.395239
  nChanged 671
		SP:Iteration 10Q (3079.180000 sec): 3 clusters
  Score: Raw -2847824.338673 + Penalty 4919.245737 = -2842905.092937
  nChanged 462
		SP:Iteration 11Q (3079.250000 sec): 3 clusters
  Score: Raw -2848185.413972 + Penalty 4919.245737 = -2843266.168235
  nChanged 313
		SP:Iteration 12Q (3079.310000 sec): 3 clusters
  Score: Raw -2848375.986525 + Penalty 4919.245737 = -2843456.740789
  nChanged 214
		SP:Iteration 13Q (3079.370000 sec): 3 clusters
  Score: Raw -2848482.467194 + Penalty 4919.245737 = -2843563.221457
  nChanged 144
		SP:Iteration 14Q (3079.430000 sec): 3 clusters
  Score: Raw -2848541.277200 + Penalty 4919.245737 = -2843622.031464
  nChanged 119
		SP:Iteration 15Q (3079.490000 sec): 3 clusters
  Score: Raw -2848588.382909 + Penalty 4919.245737 = -2843669.137173
  nChanged 93
		SP:Iteration 16Q (3079.550000 sec): 3 clusters
  Score: Raw -2848619.541693 + Penalty 4919.245737 = -2843700.295957
  nChanged 57
		SP:Iteration 17Q (3079.600000 sec): 3 clusters
  Score: Raw -2848638.483644 + Penalty 4919.245737 = -2843719.237907
  nChanged 51
		SP:Iteration 18Q (3079.660000 sec): 3 clusters
  Score: Raw -2848653.851428 + Penalty 4919.245737 = -2843734.605691
  nChanged 38
		SP:Iteration 19Q (3079.720000 sec): 3 clusters
  Score: Raw -2848664.911878 + Penalty 4919.245737 = -2843745.666142
  nChanged 28
		SP:Iteration 20F (3079.800000 sec): 3 clusters
  Score: Raw -2848671.640002 + Penalty 4919.245737 = -2843752.394266
  nChanged 19
		SP:Iteration 21Q (3079.850000 sec): 3 clusters
  Score: Raw -2848675.345321 + Penalty 4919.245737 = -2843756.099584
  nChanged 19
		SP:Iteration 22Q (3079.910000 sec): 3 clusters
  Score: Raw -2848680.738044 + Penalty 4919.245737 = -2843761.492307
  nChanged 14
		SP:Iteration 23Q (3079.970000 sec): 3 clusters
  Score: Raw -2848683.659973 + Penalty 4919.245737 = -2843764.414236
  nChanged 9
		SP:Iteration 24Q (3080.020000 sec): 3 clusters
  Score: Raw -2848685.381574 + Penalty 4919.245737 = -2843766.135838
  nChanged 9
		SP:Iteration 25Q (3080.080000 sec): 3 clusters
  Score: Raw -2848687.460054 + Penalty 4919.245737 = -2843768.214317
  nChanged 11
		SP:Iteration 26Q (3080.140000 sec): 3 clusters
  Score: Raw -2848689.666769 + Penalty 4919.245737 = -2843770.421033
  nChanged 10
		SP:Iteration 27Q (3080.200000 sec): 3 clusters
  Score: Raw -2848692.237802 + Penalty 4919.245737 = -2843772.992066
  nChanged 10
		SP:Iteration 28Q (3080.250000 sec): 3 clusters
  Score: Raw -2848694.561978 + Penalty 4919.245737 = -2843775.316242
  nChanged 10
		SP:Iteration 29Q (3080.310000 sec): 3 clusters
  Score: Raw -2848696.689193 + Penalty 4919.245737 = -2843777.443457
  nChanged 9
		SP:Iteration 30Q (3080.360000 sec): 3 clusters
  Score: Raw -2848698.896020 + Penalty 4919.245737 = -2843779.650284
  nChanged 5
		SP:Iteration 31Q (3080.420000 sec): 3 clusters
  Score: Raw -2848699.986428 + Penalty 4919.245737 = -2843780.740692
  nChanged 4
		SP:Iteration 32Q (3080.480000 sec): 3 clusters
  Score: Raw -2848700.618580 + Penalty 4919.245737 = -2843781.372844
  nChanged 3
		SP:Iteration 33Q (3080.540000 sec): 3 clusters
  Score: Raw -2848701.464400 + Penalty 4919.245737 = -2843782.218663
  nChanged 1
		SP:Iteration 34Q (3080.590000 sec): 3 clusters
  Score: Raw -2848701.677649 + Penalty 4919.245737 = -2843782.431913
  nChanged 1
		SP:Iteration 35Q (3080.650000 sec): 3 clusters
  Score: Raw -2848701.901377 + Penalty 4919.245737 = -2843782.655641
  nChanged 1
		SP:Iteration 36Q (3080.710000 sec): 3 clusters
  Score: Raw -2848702.345588 + Penalty 4919.245737 = -2843783.099851
  nChanged 4
		SP:Iteration 37Q (3080.760000 sec): 3 clusters
  Score: Raw -2848703.150916 + Penalty 4919.245737 = -2843783.905179
  nChanged 3
		SP:Iteration 38Q (3080.820000 sec): 3 clusters
  Score: Raw -2848703.415831 + Penalty 4919.245737 = -2843784.170095
  nChanged 0
		SP:Iteration 39F (3080.900000 sec): 3 clusters
  Score: Raw -2848703.415831 + Penalty 4919.245737 = -2843784.170095
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (42690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3081.040000 sec): 2 clusters
  Score: Raw -6589854.113890 + Penalty 2644.106555 = -6587210.007335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3081.200000 sec): 3 clusters
  Score: Raw -6563605.898993 + Penalty 5288.213110 = -6558317.685883
  nChanged 19679
		SP:Iteration 1F (3081.360000 sec): 3 clusters
  Score: Raw -6574434.591361 + Penalty 5288.213110 = -6569146.378251
  nChanged 1734
		SP:Iteration 2Q (3081.530000 sec): 3 clusters
  Score: Raw -6574911.714606 + Penalty 5288.213110 = -6569623.501496
  nChanged 1528
		SP:Iteration 3Q (3081.690000 sec): 3 clusters
  Score: Raw -6575345.896757 + Penalty 5288.213110 = -6570057.683647
  nChanged 1480
		SP:Iteration 4Q (3081.860000 sec): 3 clusters
  Score: Raw -6575773.009014 + Penalty 5288.213110 = -6570484.795904
  nChanged 1480
		SP:Iteration 5Q (3082.020000 sec): 3 clusters
  Score: Raw -6576241.526295 + Penalty 5288.213110 = -6570953.313185
  nChanged 1501
		SP:Iteration 6Q (3082.180000 sec): 3 clusters
  Score: Raw -6576759.606327 + Penalty 5288.213110 = -6571471.393217
  nChanged 1614
		SP:Iteration 7Q (3082.340000 sec): 3 clusters
  Score: Raw -6577397.455929 + Penalty 5288.213110 = -6572109.242819
  nChanged 1693
		SP:Iteration 8Q (3082.500000 sec): 3 clusters
  Score: Raw -6578138.100468 + Penalty 5288.213110 = -6572849.887358
  nChanged 1870
		SP:Iteration 9Q (3082.670000 sec): 3 clusters
  Score: Raw -6579074.421481 + Penalty 5288.213110 = -6573786.208371
  nChanged 2054
		SP:Iteration 10Q (3082.830000 sec): 3 clusters
  Score: Raw -6580085.096921 + Penalty 5288.213110 = -6574796.883811
  nChanged 2007
		SP:Iteration 11Q (3083.000000 sec): 3 clusters
  Score: Raw -6581044.986153 + Penalty 5288.213110 = -6575756.773043
  nChanged 1906
		SP:Iteration 12Q (3083.160000 sec): 3 clusters
  Score: Raw -6581907.811637 + Penalty 5288.213110 = -6576619.598527
  nChanged 1720
		SP:Iteration 13Q (3083.320000 sec): 3 clusters
  Score: Raw -6582622.038245 + Penalty 5288.213110 = -6577333.825135
  nChanged 1454
		SP:Iteration 14Q (3083.480000 sec): 3 clusters
  Score: Raw -6583186.525115 + Penalty 5288.213110 = -6577898.312005
  nChanged 1222
		SP:Iteration 15Q (3083.640000 sec): 3 clusters
  Score: Raw -6583657.773109 + Penalty 5288.213110 = -6578369.559999
  nChanged 1082
		SP:Iteration 16Q (3083.800000 sec): 3 clusters
  Score: Raw -6584028.589148 + Penalty 5288.213110 = -6578740.376038
  nChanged 897
		SP:Iteration 17Q (3083.960000 sec): 3 clusters
  Score: Raw -6584317.796861 + Penalty 5288.213110 = -6579029.583751
  nChanged 769
		SP:Iteration 18Q (3084.120000 sec): 3 clusters
  Score: Raw -6584523.715894 + Penalty 5288.213110 = -6579235.502784
  nChanged 600
		SP:Iteration 19Q (3084.280000 sec): 3 clusters
  Score: Raw -6584664.151744 + Penalty 5288.213110 = -6579375.938634
  nChanged 502
		SP:Iteration 20F (3084.440000 sec): 3 clusters
  Score: Raw -6584775.158209 + Penalty 5288.213110 = -6579486.945099
  nChanged 471
		SP:Iteration 21Q (3084.600000 sec): 3 clusters
  Score: Raw -6584882.370436 + Penalty 5288.213110 = -6579594.157326
  nChanged 474
		SP:Iteration 22Q (3084.760000 sec): 3 clusters
  Score: Raw -6584985.982819 + Penalty 5288.213110 = -6579697.769709
  nChanged 430
		SP:Iteration 23Q (3084.920000 sec): 3 clusters
  Score: Raw -6585082.257985 + Penalty 5288.213110 = -6579794.044875
  nChanged 479
		SP:Iteration 24Q (3085.070000 sec): 3 clusters
  Score: Raw -6585185.259955 + Penalty 5288.213110 = -6579897.046845
  nChanged 460
		SP:Iteration 25Q (3085.230000 sec): 3 clusters
  Score: Raw -6585289.570695 + Penalty 5288.213110 = -6580001.357585
  nChanged 509
		SP:Iteration 26Q (3085.380000 sec): 3 clusters
  Score: Raw -6585405.429878 + Penalty 5288.213110 = -6580117.216768
  nChanged 490
		SP:Iteration 27Q (3085.540000 sec): 3 clusters
  Score: Raw -6585508.108636 + Penalty 5288.213110 = -6580219.895526
  nChanged 464
		SP:Iteration 28Q (3085.700000 sec): 3 clusters
  Score: Raw -6585598.506128 + Penalty 5288.213110 = -6580310.293018
  nChanged 466
		SP:Iteration 29Q (3085.860000 sec): 3 clusters
  Score: Raw -6585695.106626 + Penalty 5288.213110 = -6580406.893516
  nChanged 480
		SP:Iteration 30Q (3086.020000 sec): 3 clusters
  Score: Raw -6585801.054084 + Penalty 5288.213110 = -6580512.840974
  nChanged 496
		SP:Iteration 31Q (3086.190000 sec): 3 clusters
  Score: Raw -6585916.817800 + Penalty 5288.213110 = -6580628.604690
  nChanged 516
		SP:Iteration 32Q (3086.350000 sec): 3 clusters
  Score: Raw -6586054.658724 + Penalty 5288.213110 = -6580766.445614
  nChanged 573
		SP:Iteration 33Q (3086.520000 sec): 3 clusters
  Score: Raw -6586217.334964 + Penalty 5288.213110 = -6580929.121854
  nChanged 573
		SP:Iteration 34Q (3086.680000 sec): 3 clusters
  Score: Raw -6586396.513272 + Penalty 5288.213110 = -6581108.300162
  nChanged 626
		SP:Iteration 35Q (3086.840000 sec): 3 clusters
  Score: Raw -6586599.075125 + Penalty 5288.213110 = -6581310.862015
  nChanged 623
		SP:Iteration 36Q (3087.000000 sec): 3 clusters
  Score: Raw -6586811.206407 + Penalty 5288.213110 = -6581522.993297
  nChanged 651
		SP:Iteration 37Q (3087.160000 sec): 3 clusters
  Score: Raw -6587056.377536 + Penalty 5288.213110 = -6581768.164426
  nChanged 665
		SP:Iteration 38Q (3087.310000 sec): 3 clusters
  Score: Raw -6587327.176808 + Penalty 5288.213110 = -6582038.963698
  nChanged 675
		SP:Iteration 39Q (3087.470000 sec): 3 clusters
  Score: Raw -6587613.975759 + Penalty 5288.213110 = -6582325.762649
  nChanged 630
		SP:Iteration 40F (3087.640000 sec): 3 clusters
  Score: Raw -6587901.216679 + Penalty 5288.213110 = -6582613.003569
  nChanged 595
		SP:Iteration 41Q (3087.790000 sec): 3 clusters
  Score: Raw -6588172.428463 + Penalty 5288.213110 = -6582884.215353
  nChanged 544
		SP:Iteration 42Q (3087.940000 sec): 3 clusters
  Score: Raw -6588432.658902 + Penalty 5288.213110 = -6583144.445792
  nChanged 514
		SP:Iteration 43Q (3088.090000 sec): 3 clusters
  Score: Raw -6588713.366674 + Penalty 5288.213110 = -6583425.153564
  nChanged 482
		SP:Iteration 44Q (3088.230000 sec): 3 clusters
  Score: Raw -6588982.417278 + Penalty 5288.213110 = -6583694.204168
  nChanged 451
		SP:Iteration 45Q (3088.380000 sec): 3 clusters
  Score: Raw -6589237.824693 + Penalty 5288.213110 = -6583949.611583
  nChanged 423
		SP:Iteration 46Q (3088.520000 sec): 3 clusters
  Score: Raw -6589448.888510 + Penalty 5288.213110 = -6584160.675400
  nChanged 354
		SP:Iteration 47Q (3088.660000 sec): 3 clusters
  Score: Raw -6589618.743960 + Penalty 5288.213110 = -6584330.530850
  nChanged 307
		SP:Iteration 48Q (3088.800000 sec): 3 clusters
  Score: Raw -6589764.049815 + Penalty 5288.213110 = -6584475.836705
  nChanged 253
		SP:Iteration 49Q (3088.940000 sec): 3 clusters
  Score: Raw -6589872.024173 + Penalty 5288.213110 = -6584583.811063
  nChanged 240
		SP:Iteration 50Q (3089.070000 sec): 3 clusters
  Score: Raw -6589967.040886 + Penalty 5288.213110 = -6584678.827776
  nChanged 212
		SP:Iteration 51Q (3089.210000 sec): 3 clusters
  Score: Raw -6590042.485289 + Penalty 5288.213110 = -6584754.272179
  nChanged 166
		SP:Iteration 52Q (3089.340000 sec): 3 clusters
  Score: Raw -6590093.888414 + Penalty 5288.213110 = -6584805.675304
  nChanged 141
		SP:Iteration 53Q (3089.470000 sec): 3 clusters
  Score: Raw -6590135.416578 + Penalty 5288.213110 = -6584847.203468
  nChanged 111
		SP:Iteration 54Q (3089.600000 sec): 3 clusters
  Score: Raw -6590168.416343 + Penalty 5288.213110 = -6584880.203233
  nChanged 96
		SP:Iteration 55Q (3089.740000 sec): 3 clusters
  Score: Raw -6590192.117057 + Penalty 5288.213110 = -6584903.903947
  nChanged 71
		SP:Iteration 56Q (3089.860000 sec): 3 clusters
  Score: Raw -6590207.730893 + Penalty 5288.213110 = -6584919.517783
  nChanged 60
		SP:Iteration 57Q (3090.000000 sec): 3 clusters
  Score: Raw -6590218.513500 + Penalty 5288.213110 = -6584930.300390
  nChanged 52
		SP:Iteration 58Q (3090.120000 sec): 3 clusters
  Score: Raw -6590229.131798 + Penalty 5288.213110 = -6584940.918688
  nChanged 39
		SP:Iteration 59Q (3090.260000 sec): 3 clusters
  Score: Raw -6590236.005475 + Penalty 5288.213110 = -6584947.792365
  nChanged 34
		SP:Iteration 60F (3090.420000 sec): 3 clusters
  Score: Raw -6590243.017217 + Penalty 5288.213110 = -6584954.804107
  nChanged 36
		SP:Iteration 61Q (3090.550000 sec): 3 clusters
  Score: Raw -6590250.838266 + Penalty 5288.213110 = -6584962.625156
  nChanged 39
		SP:Iteration 62Q (3090.680000 sec): 3 clusters
  Score: Raw -6590258.461112 + Penalty 5288.213110 = -6584970.248002
  nChanged 25
		SP:Iteration 63Q (3090.810000 sec): 3 clusters
  Score: Raw -6590263.114446 + Penalty 5288.213110 = -6584974.901336
  nChanged 27
		SP:Iteration 64Q (3090.940000 sec): 3 clusters
  Score: Raw -6590267.591471 + Penalty 5288.213110 = -6584979.378361
  nChanged 31
		SP:Iteration 65Q (3091.080000 sec): 3 clusters
  Score: Raw -6590272.760136 + Penalty 5288.213110 = -6584984.547026
  nChanged 28
		SP:Iteration 66Q (3091.200000 sec): 3 clusters
  Score: Raw -6590278.780973 + Penalty 5288.213110 = -6584990.567863
  nChanged 30
		SP:Iteration 67Q (3091.330000 sec): 3 clusters
  Score: Raw -6590285.176550 + Penalty 5288.213110 = -6584996.963440
  nChanged 26
		SP:Iteration 68Q (3091.460000 sec): 3 clusters
  Score: Raw -6590290.442178 + Penalty 5288.213110 = -6585002.229068
  nChanged 18
		SP:Iteration 69Q (3091.590000 sec): 3 clusters
  Score: Raw -6590294.244220 + Penalty 5288.213110 = -6585006.031110
  nChanged 20
		SP:Iteration 70Q (3091.720000 sec): 3 clusters
  Score: Raw -6590297.743995 + Penalty 5288.213110 = -6585009.530885
  nChanged 11
		SP:Iteration 71Q (3091.850000 sec): 3 clusters
  Score: Raw -6590299.554896 + Penalty 5288.213110 = -6585011.341786
  nChanged 10
		SP:Iteration 72Q (3091.980000 sec): 3 clusters
  Score: Raw -6590301.531298 + Penalty 5288.213110 = -6585013.318188
  nChanged 16
		SP:Iteration 73Q (3092.100000 sec): 3 clusters
  Score: Raw -6590304.630977 + Penalty 5288.213110 = -6585016.417867
  nChanged 16
		SP:Iteration 74Q (3092.230000 sec): 3 clusters
  Score: Raw -6590307.983322 + Penalty 5288.213110 = -6585019.770212
  nChanged 13
		SP:Iteration 75Q (3092.360000 sec): 3 clusters
  Score: Raw -6590310.658411 + Penalty 5288.213110 = -6585022.445302
  nChanged 14
		SP:Iteration 76Q (3092.490000 sec): 3 clusters
  Score: Raw -6590312.996893 + Penalty 5288.213110 = -6585024.783783
  nChanged 11
		SP:Iteration 77Q (3092.620000 sec): 3 clusters
  Score: Raw -6590314.474207 + Penalty 5288.213110 = -6585026.261097
  nChanged 9
		SP:Iteration 78Q (3092.740000 sec): 3 clusters
  Score: Raw -6590315.859483 + Penalty 5288.213110 = -6585027.646373
  nChanged 3
		SP:Iteration 79Q (3092.880000 sec): 3 clusters
  Score: Raw -6590316.188892 + Penalty 5288.213110 = -6585027.975782
  nChanged 2
		SP:Iteration 80F (3093.040000 sec): 3 clusters
  Score: Raw -6590316.498792 + Penalty 5288.213110 = -6585028.285682
  nChanged 4
		SP:Iteration 81Q (3093.180000 sec): 3 clusters
  Score: Raw -6590317.219914 + Penalty 5288.213110 = -6585029.006804
  nChanged 3
		SP:Iteration 82Q (3093.300000 sec): 3 clusters
  Score: Raw -6590317.741982 + Penalty 5288.213110 = -6585029.528872
  nChanged 3
		SP:Iteration 83Q (3093.430000 sec): 3 clusters
  Score: Raw -6590318.067621 + Penalty 5288.213110 = -6585029.854511
  nChanged 1
		SP:Iteration 84Q (3093.560000 sec): 3 clusters
  Score: Raw -6590318.246541 + Penalty 5288.213110 = -6585030.033431
  nChanged 3
		SP:Iteration 85Q (3093.680000 sec): 3 clusters
  Score: Raw -6590318.691711 + Penalty 5288.213110 = -6585030.478601
  nChanged 6
		SP:Iteration 86Q (3093.810000 sec): 3 clusters
  Score: Raw -6590319.631042 + Penalty 5288.213110 = -6585031.417932
  nChanged 3
		SP:Iteration 87Q (3093.940000 sec): 3 clusters
  Score: Raw -6590319.948786 + Penalty 5288.213110 = -6585031.735676
  nChanged 4
		SP:Iteration 88Q (3094.070000 sec): 3 clusters
  Score: Raw -6590320.394466 + Penalty 5288.213110 = -6585032.181357
  nChanged 2
		SP:Iteration 89Q (3094.200000 sec): 3 clusters
  Score: Raw -6590320.690575 + Penalty 5288.213110 = -6585032.477465
  nChanged 1
		SP:Iteration 90Q (3094.320000 sec): 3 clusters
  Score: Raw -6590320.796310 + Penalty 5288.213110 = -6585032.583200
  nChanged 0
		SP:Iteration 91F (3094.490000 sec): 3 clusters
  Score: Raw -6590320.796310 + Penalty 5288.213110 = -6585032.583200
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3094.930000 sec): 2 clusters
  Score: Raw -17410225.240605 + Penalty 2899.304819 = -17407325.935786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3095.420000 sec): 3 clusters
  Score: Raw -17333193.034114 + Penalty 5798.609638 = -17327394.424477
  nChanged 56788
		SP:Iteration 1F (3095.910000 sec): 3 clusters
  Score: Raw -17366145.735395 + Penalty 5798.609638 = -17360347.125757
  nChanged 4584
		SP:Iteration 2Q (3096.410000 sec): 3 clusters
  Score: Raw -17367766.741908 + Penalty 5798.609638 = -17361968.132271
  nChanged 5536
		SP:Iteration 3Q (3096.910000 sec): 3 clusters
  Score: Raw -17370478.691704 + Penalty 5798.609638 = -17364680.082066
  nChanged 7008
		SP:Iteration 4F (3097.400000 sec): 3 clusters
  Score: Raw -17375171.843341 + Penalty 5798.609638 = -17369373.233703
  nChanged 8557
		SP:Iteration 5F (3097.890000 sec): 3 clusters
  Score: Raw -17382294.820139 + Penalty 5798.609638 = -17376496.210502
  nChanged 8746
		SP:Iteration 6F (3098.380000 sec): 3 clusters
  Score: Raw -17390098.960103 + Penalty 5798.609638 = -17384300.350465
  nChanged 7408
		SP:Iteration 7F (3098.880000 sec): 3 clusters
  Score: Raw -17395648.583179 + Penalty 5798.609638 = -17389849.973542
  nChanged 5467
		SP:Iteration 8Q (3099.350000 sec): 3 clusters
  Score: Raw -17398658.342493 + Penalty 5798.609638 = -17392859.732856
  nChanged 4111
		SP:Iteration 9Q (3099.800000 sec): 3 clusters
  Score: Raw -17400405.892450 + Penalty 5798.609638 = -17394607.282813
  nChanged 3234
		SP:Iteration 10Q (3100.260000 sec): 3 clusters
  Score: Raw -17401571.251707 + Penalty 5798.609638 = -17395772.642069
  nChanged 2701
		SP:Iteration 11Q (3100.700000 sec): 3 clusters
  Score: Raw -17402439.644242 + Penalty 5798.609638 = -17396641.034605
  nChanged 2315
		SP:Iteration 12Q (3101.140000 sec): 3 clusters
  Score: Raw -17403133.098993 + Penalty 5798.609638 = -17397334.489355
  nChanged 2030
		SP:Iteration 13Q (3101.580000 sec): 3 clusters
  Score: Raw -17403707.456175 + Penalty 5798.609638 = -17397908.846537
  nChanged 1875
		SP:Iteration 14Q (3102.030000 sec): 3 clusters
  Score: Raw -17404230.961606 + Penalty 5798.609638 = -17398432.351968
  nChanged 1687
		SP:Iteration 15Q (3102.460000 sec): 3 clusters
  Score: Raw -17404705.472850 + Penalty 5798.609638 = -17398906.863212
  nChanged 1619
		SP:Iteration 16Q (3102.900000 sec): 3 clusters
  Score: Raw -17405162.834872 + Penalty 5798.609638 = -17399364.225234
  nChanged 1565
		SP:Iteration 17Q (3103.340000 sec): 3 clusters
  Score: Raw -17405597.461790 + Penalty 5798.609638 = -17399798.852153
  nChanged 1577
		SP:Iteration 18Q (3103.780000 sec): 3 clusters
  Score: Raw -17406021.291986 + Penalty 5798.609638 = -17400222.682348
  nChanged 1565
		SP:Iteration 19Q (3104.220000 sec): 3 clusters
  Score: Raw -17406433.122740 + Penalty 5798.609638 = -17400634.513103
  nChanged 1538
		SP:Iteration 20F (3104.690000 sec): 3 clusters
  Score: Raw -17406837.411423 + Penalty 5798.609638 = -17401038.801786
  nChanged 1552
		SP:Iteration 21Q (3105.110000 sec): 3 clusters
  Score: Raw -17407243.615397 + Penalty 5798.609638 = -17401445.005760
  nChanged 1562
		SP:Iteration 22Q (3105.530000 sec): 3 clusters
  Score: Raw -17407658.342549 + Penalty 5798.609638 = -17401859.732912
  nChanged 1583
		SP:Iteration 23Q (3105.950000 sec): 3 clusters
  Score: Raw -17408083.678516 + Penalty 5798.609638 = -17402285.068878
  nChanged 1559
		SP:Iteration 24Q (3106.360000 sec): 3 clusters
  Score: Raw -17408514.643307 + Penalty 5798.609638 = -17402716.033670
  nChanged 1566
		SP:Iteration 25Q (3106.780000 sec): 3 clusters
  Score: Raw -17408955.900017 + Penalty 5798.609638 = -17403157.290379
  nChanged 1558
		SP:Iteration 26Q (3107.200000 sec): 3 clusters
  Score: Raw -17409371.768525 + Penalty 5798.609638 = -17403573.158887
  nChanged 1461
		SP:Iteration 27Q (3107.610000 sec): 3 clusters
  Score: Raw -17409749.516688 + Penalty 5798.609638 = -17403950.907050
  nChanged 1346
		SP:Iteration 28Q (3108.030000 sec): 3 clusters
  Score: Raw -17410078.328317 + Penalty 5798.609638 = -17404279.718679
  nChanged 1236
		SP:Iteration 29Q (3108.440000 sec): 3 clusters
  Score: Raw -17410355.503547 + Penalty 5798.609638 = -17404556.893910
  nChanged 1169
		SP:Iteration 30Q (3108.850000 sec): 3 clusters
  Score: Raw -17410602.792516 + Penalty 5798.609638 = -17404804.182878
  nChanged 1086
		SP:Iteration 31Q (3109.260000 sec): 3 clusters
  Score: Raw -17410813.527017 + Penalty 5798.609638 = -17405014.917379
  nChanged 997
		SP:Iteration 32Q (3109.670000 sec): 3 clusters
  Score: Raw -17410986.582517 + Penalty 5798.609638 = -17405187.972879
  nChanged 830
		SP:Iteration 33Q (3110.070000 sec): 3 clusters
  Score: Raw -17411110.617577 + Penalty 5798.609638 = -17405312.007939
  nChanged 719
		SP:Iteration 34Q (3110.480000 sec): 3 clusters
  Score: Raw -17411201.920885 + Penalty 5798.609638 = -17405403.311247
  nChanged 652
		SP:Iteration 35Q (3110.890000 sec): 3 clusters
  Score: Raw -17411277.800844 + Penalty 5798.609638 = -17405479.191206
  nChanged 562
		SP:Iteration 36Q (3111.290000 sec): 3 clusters
  Score: Raw -17411337.103198 + Penalty 5798.609638 = -17405538.493560
  nChanged 538
		SP:Iteration 37Q (3111.690000 sec): 3 clusters
  Score: Raw -17411392.672840 + Penalty 5798.609638 = -17405594.063202
  nChanged 503
		SP:Iteration 38Q (3112.100000 sec): 3 clusters
  Score: Raw -17411440.453873 + Penalty 5798.609638 = -17405641.844235
  nChanged 458
		SP:Iteration 39Q (3112.510000 sec): 3 clusters
  Score: Raw -17411483.781606 + Penalty 5798.609638 = -17405685.171968
  nChanged 432
		SP:Iteration 40F (3112.950000 sec): 3 clusters
  Score: Raw -17411521.646093 + Penalty 5798.609638 = -17405723.036456
  nChanged 364
		SP:Iteration 41Q (3113.380000 sec): 3 clusters
  Score: Raw -17411548.085305 + Penalty 5798.609638 = -17405749.475667
  nChanged 296
		SP:Iteration 42Q (3113.810000 sec): 3 clusters
  Score: Raw -17411568.095902 + Penalty 5798.609638 = -17405769.486264
  nChanged 276
		SP:Iteration 43Q (3114.230000 sec): 3 clusters
  Score: Raw -17411585.372299 + Penalty 5798.609638 = -17405786.762662
  nChanged 258
		SP:Iteration 44Q (3114.650000 sec): 3 clusters
  Score: Raw -17411599.282734 + Penalty 5798.609638 = -17405800.673097
  nChanged 205
		SP:Iteration 45Q (3115.080000 sec): 3 clusters
  Score: Raw -17411608.826189 + Penalty 5798.609638 = -17405810.216551
  nChanged 157
		SP:Iteration 46Q (3115.500000 sec): 3 clusters
  Score: Raw -17411615.151821 + Penalty 5798.609638 = -17405816.542183
  nChanged 119
		SP:Iteration 47Q (3115.930000 sec): 3 clusters
  Score: Raw -17411619.232039 + Penalty 5798.609638 = -17405820.622402
  nChanged 107
		SP:Iteration 48Q (3116.360000 sec): 3 clusters
  Score: Raw -17411622.674757 + Penalty 5798.609638 = -17405824.065119
  nChanged 100
		SP:Iteration 49Q (3116.780000 sec): 3 clusters
  Score: Raw -17411625.730577 + Penalty 5798.609638 = -17405827.120940
  nChanged 88
		SP:Iteration 50Q (3117.200000 sec): 3 clusters
  Score: Raw -17411628.209325 + Penalty 5798.609638 = -17405829.599687
  nChanged 68
		SP:Iteration 51Q (3117.630000 sec): 3 clusters
  Score: Raw -17411630.191251 + Penalty 5798.609638 = -17405831.581614
  nChanged 59
		SP:Iteration 52Q (3118.050000 sec): 3 clusters
  Score: Raw -17411631.928563 + Penalty 5798.609638 = -17405833.318925
  nChanged 61
		SP:Iteration 53Q (3118.470000 sec): 3 clusters
  Score: Raw -17411633.504613 + Penalty 5798.609638 = -17405834.894975
  nChanged 51
		SP:Iteration 54Q (3118.900000 sec): 3 clusters
  Score: Raw -17411634.535806 + Penalty 5798.609638 = -17405835.926169
  nChanged 54
		SP:Iteration 55Q (3119.320000 sec): 3 clusters
  Score: Raw -17411635.750453 + Penalty 5798.609638 = -17405837.140815
  nChanged 52
		SP:Iteration 56Q (3119.740000 sec): 3 clusters
  Score: Raw -17411636.774013 + Penalty 5798.609638 = -17405838.164375
  nChanged 43
		SP:Iteration 57Q (3120.160000 sec): 3 clusters
  Score: Raw -17411637.618289 + Penalty 5798.609638 = -17405839.008651
  nChanged 40
		SP:Iteration 58Q (3120.620000 sec): 3 clusters
  Score: Raw -17411638.275353 + Penalty 5798.609638 = -17405839.665715
  nChanged 25
		SP:Iteration 59Q (3121.070000 sec): 3 clusters
  Score: Raw -17411638.656347 + Penalty 5798.609638 = -17405840.046709
  nChanged 21
		SP:Iteration 60F (3121.550000 sec): 3 clusters
  Score: Raw -17411638.931656 + Penalty 5798.609638 = -17405840.322019
  nChanged 19
		SP:Iteration 61Q (3122.010000 sec): 3 clusters
  Score: Raw -17411639.244083 + Penalty 5798.609638 = -17405840.634446
  nChanged 9
		SP:Iteration 62Q (3122.470000 sec): 3 clusters
  Score: Raw -17411639.339620 + Penalty 5798.609638 = -17405840.729982
  nChanged 7
		SP:Iteration 63Q (3122.920000 sec): 3 clusters
  Score: Raw -17411639.412224 + Penalty 5798.609638 = -17405840.802586
  nChanged 5
		SP:Iteration 64Q (3123.380000 sec): 3 clusters
  Score: Raw -17411639.460049 + Penalty 5798.609638 = -17405840.850411
  nChanged 3
		SP:Iteration 65Q (3123.830000 sec): 3 clusters
  Score: Raw -17411639.488701 + Penalty 5798.609638 = -17405840.879063
  nChanged 4
		SP:Iteration 66Q (3124.300000 sec): 3 clusters
  Score: Raw -17411639.539637 + Penalty 5798.609638 = -17405840.929999
  nChanged 5
		SP:Iteration 67Q (3124.760000 sec): 3 clusters
  Score: Raw -17411639.616145 + Penalty 5798.609638 = -17405841.006508
  nChanged 4
		SP:Iteration 68Q (3125.210000 sec): 3 clusters
  Score: Raw -17411639.659125 + Penalty 5798.609638 = -17405841.049487
  nChanged 3
		SP:Iteration 69Q (3125.670000 sec): 3 clusters
  Score: Raw -17411639.678397 + Penalty 5798.609638 = -17405841.068760
  nChanged 3
		SP:Iteration 70Q (3126.120000 sec): 3 clusters
  Score: Raw -17411639.708294 + Penalty 5798.609638 = -17405841.098657
  nChanged 2
		SP:Iteration 71Q (3126.580000 sec): 3 clusters
  Score: Raw -17411639.731632 + Penalty 5798.609638 = -17405841.121994
  nChanged 0
		SP:Iteration 72F (3127.070000 sec): 3 clusters
  Score: Raw -17411639.731632 + Penalty 5798.609638 = -17405841.121994
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3127.160000 sec): 2 clusters
  Score: Raw -1775832.895195 + Penalty 2321.847580 = -1773511.047615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3127.200000 sec): 3 clusters
  Score: Raw -1769433.793264 + Penalty 4643.695160 = -1764790.098104
  nChanged 4882
		SP:Iteration 1F (3127.250000 sec): 3 clusters
  Score: Raw -1771978.650812 + Penalty 4643.695160 = -1767334.955653
  nChanged 669
		SP:Iteration 2F (3127.290000 sec): 3 clusters
  Score: Raw -1772240.424033 + Penalty 4643.695160 = -1767596.728874
  nChanged 522
		SP:Iteration 3Q (3127.340000 sec): 3 clusters
  Score: Raw -1772429.559652 + Penalty 4643.695160 = -1767785.864492
  nChanged 409
		SP:Iteration 4Q (3127.390000 sec): 3 clusters
  Score: Raw -1772571.830550 + Penalty 4643.695160 = -1767928.135390
  nChanged 367
		SP:Iteration 5Q (3127.430000 sec): 3 clusters
  Score: Raw -1772695.740866 + Penalty 4643.695160 = -1768052.045706
  nChanged 318
		SP:Iteration 6Q (3127.480000 sec): 3 clusters
  Score: Raw -1772803.082624 + Penalty 4643.695160 = -1768159.387464
  nChanged 267
		SP:Iteration 7Q (3127.530000 sec): 3 clusters
  Score: Raw -1772894.587307 + Penalty 4643.695160 = -1768250.892148
  nChanged 290
		SP:Iteration 8Q (3127.570000 sec): 3 clusters
  Score: Raw -1773007.161354 + Penalty 4643.695160 = -1768363.466194
  nChanged 362
		SP:Iteration 9Q (3127.620000 sec): 3 clusters
  Score: Raw -1773187.886252 + Penalty 4643.695160 = -1768544.191092
  nChanged 420
		SP:Iteration 10Q (3127.670000 sec): 3 clusters
  Score: Raw -1773421.097975 + Penalty 4643.695160 = -1768777.402816
  nChanged 504
		SP:Iteration 11Q (3127.710000 sec): 3 clusters
  Score: Raw -1773722.135430 + Penalty 4643.695160 = -1769078.440271
  nChanged 534
		SP:Iteration 12Q (3127.760000 sec): 3 clusters
  Score: Raw -1774072.126660 + Penalty 4643.695160 = -1769428.431501
  nChanged 544
		SP:Iteration 13Q (3127.810000 sec): 3 clusters
  Score: Raw -1774462.941063 + Penalty 4643.695160 = -1769819.245904
  nChanged 508
		SP:Iteration 14Q (3127.850000 sec): 3 clusters
  Score: Raw -1774871.833321 + Penalty 4643.695160 = -1770228.138162
  nChanged 456
		SP:Iteration 15Q (3127.890000 sec): 3 clusters
  Score: Raw -1775283.458820 + Penalty 4643.695160 = -1770639.763660
  nChanged 326
		SP:Iteration 16Q (3127.940000 sec): 3 clusters
  Score: Raw -1775581.351890 + Penalty 4643.695160 = -1770937.656730
  nChanged 209
		SP:Iteration 17Q (3127.980000 sec): 3 clusters
  Score: Raw -1775782.962534 + Penalty 4643.695160 = -1771139.267374
  nChanged 130
		SP:Iteration 18Q (3128.010000 sec): 3 clusters
  Score: Raw -1775902.630416 + Penalty 4643.695160 = -1771258.935256
  nChanged 70
		SP:Iteration 19Q (3128.050000 sec): 3 clusters
  Score: Raw -1775962.307536 + Penalty 4643.695160 = -1771318.612376
  nChanged 38
		SP:Iteration 20F (3128.100000 sec): 3 clusters
  Score: Raw -1775999.800616 + Penalty 4643.695160 = -1771356.105456
  nChanged 32
		SP:Iteration 21Q (3128.130000 sec): 3 clusters
  Score: Raw -1776039.433934 + Penalty 4643.695160 = -1771395.738774
  nChanged 24
		SP:Iteration 22Q (3128.170000 sec): 3 clusters
  Score: Raw -1776068.421857 + Penalty 4643.695160 = -1771424.726697
  nChanged 17
		SP:Iteration 23Q (3128.210000 sec): 3 clusters
  Score: Raw -1776090.605865 + Penalty 4643.695160 = -1771446.910706
  nChanged 15
		SP:Iteration 24Q (3128.240000 sec): 3 clusters
  Score: Raw -1776111.253945 + Penalty 4643.695160 = -1771467.558785
  nChanged 11
		SP:Iteration 25Q (3128.270000 sec): 3 clusters
  Score: Raw -1776124.928823 + Penalty 4643.695160 = -1771481.233663
  nChanged 4
		SP:Iteration 26Q (3128.310000 sec): 3 clusters
  Score: Raw -1776128.635429 + Penalty 4643.695160 = -1771484.940270
  nChanged 1
		SP:Iteration 27Q (3128.340000 sec): 3 clusters
  Score: Raw -1776129.467082 + Penalty 4643.695160 = -1771485.771922
  nChanged 0
		SP:Iteration 28F (3128.390000 sec): 3 clusters
  Score: Raw -1776129.467082 + Penalty 4643.695160 = -1771485.771922
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (3740 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3128.410000 sec): 2 clusters
  Score: Raw -535244.074278 + Penalty 2040.256541 = -533203.817737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3128.420000 sec): 3 clusters
  Score: Raw -533512.273498 + Penalty 4080.513082 = -529431.760417
  nChanged 1353
		SP:Iteration 1F (3128.430000 sec): 3 clusters
  Score: Raw -534310.146143 + Penalty 4080.513082 = -530229.633061
  nChanged 257
		SP:Iteration 2F (3128.450000 sec): 3 clusters
  Score: Raw -534462.518242 + Penalty 4080.513082 = -530382.005161
  nChanged 170
		SP:Iteration 3Q (3128.470000 sec): 3 clusters
  Score: Raw -534563.369172 + Penalty 4080.513082 = -530482.856090
  nChanged 137
		SP:Iteration 4Q (3128.480000 sec): 3 clusters
  Score: Raw -534642.000747 + Penalty 4080.513082 = -530561.487665
  nChanged 116
		SP:Iteration 5Q (3128.490000 sec): 3 clusters
  Score: Raw -534706.185180 + Penalty 4080.513082 = -530625.672098
  nChanged 85
		SP:Iteration 6Q (3128.510000 sec): 3 clusters
  Score: Raw -534744.671359 + Penalty 4080.513082 = -530664.158277
  nChanged 60
		SP:Iteration 7Q (3128.520000 sec): 3 clusters
  Score: Raw -534770.822004 + Penalty 4080.513082 = -530690.308922
  nChanged 50
		SP:Iteration 8Q (3128.540000 sec): 3 clusters
  Score: Raw -534796.073848 + Penalty 4080.513082 = -530715.560767
  nChanged 46
		SP:Iteration 9Q (3128.550000 sec): 3 clusters
  Score: Raw -534814.667907 + Penalty 4080.513082 = -530734.154825
  nChanged 41
		SP:Iteration 10Q (3128.570000 sec): 3 clusters
  Score: Raw -534834.941591 + Penalty 4080.513082 = -530754.428510
  nChanged 40
		SP:Iteration 11Q (3128.580000 sec): 3 clusters
  Score: Raw -534851.851357 + Penalty 4080.513082 = -530771.338275
  nChanged 33
		SP:Iteration 12Q (3128.600000 sec): 3 clusters
  Score: Raw -534865.215393 + Penalty 4080.513082 = -530784.702312
  nChanged 30
		SP:Iteration 13Q (3128.610000 sec): 3 clusters
  Score: Raw -534877.497734 + Penalty 4080.513082 = -530796.984653
  nChanged 36
		SP:Iteration 14Q (3128.630000 sec): 3 clusters
  Score: Raw -534896.658626 + Penalty 4080.513082 = -530816.145544
  nChanged 47
		SP:Iteration 15Q (3128.640000 sec): 3 clusters
  Score: Raw -534917.084620 + Penalty 4080.513082 = -530836.571539
  nChanged 39
		SP:Iteration 16Q (3128.660000 sec): 3 clusters
  Score: Raw -534935.760165 + Penalty 4080.513082 = -530855.247083
  nChanged 36
		SP:Iteration 17Q (3128.670000 sec): 3 clusters
  Score: Raw -534951.073717 + Penalty 4080.513082 = -530870.560635
  nChanged 32
		SP:Iteration 18Q (3128.690000 sec): 3 clusters
  Score: Raw -534968.585384 + Penalty 4080.513082 = -530888.072302
  nChanged 45
		SP:Iteration 19Q (3128.700000 sec): 3 clusters
  Score: Raw -534992.572601 + Penalty 4080.513082 = -530912.059520
  nChanged 49
		SP:Iteration 20F (3128.710000 sec): 3 clusters
  Score: Raw -535013.829069 + Penalty 4080.513082 = -530933.315987
  nChanged 33
		SP:Iteration 21Q (3128.730000 sec): 3 clusters
  Score: Raw -535027.148718 + Penalty 4080.513082 = -530946.635637
  nChanged 28
		SP:Iteration 22Q (3128.750000 sec): 3 clusters
  Score: Raw -535038.918521 + Penalty 4080.513082 = -530958.405439
  nChanged 29
		SP:Iteration 23Q (3128.760000 sec): 3 clusters
  Score: Raw -535054.759748 + Penalty 4080.513082 = -530974.246666
  nChanged 35
		SP:Iteration 24Q (3128.770000 sec): 3 clusters
  Score: Raw -535071.727651 + Penalty 4080.513082 = -530991.214569
  nChanged 42
		SP:Iteration 25Q (3128.790000 sec): 3 clusters
  Score: Raw -535090.891402 + Penalty 4080.513082 = -531010.378320
  nChanged 32
		SP:Iteration 26Q (3128.800000 sec): 3 clusters
  Score: Raw -535106.116499 + Penalty 4080.513082 = -531025.603418
  nChanged 30
		SP:Iteration 27Q (3128.820000 sec): 3 clusters
  Score: Raw -535118.267046 + Penalty 4080.513082 = -531037.753965
  nChanged 23
		SP:Iteration 28Q (3128.830000 sec): 3 clusters
  Score: Raw -535132.700188 + Penalty 4080.513082 = -531052.187106
  nChanged 26
		SP:Iteration 29Q (3128.850000 sec): 3 clusters
  Score: Raw -535150.496564 + Penalty 4080.513082 = -531069.983483
  nChanged 25
		SP:Iteration 30Q (3128.860000 sec): 3 clusters
  Score: Raw -535165.531637 + Penalty 4080.513082 = -531085.018555
  nChanged 32
		SP:Iteration 31Q (3128.880000 sec): 3 clusters
  Score: Raw -535180.446966 + Penalty 4080.513082 = -531099.933884
  nChanged 22
		SP:Iteration 32Q (3128.890000 sec): 3 clusters
  Score: Raw -535192.592298 + Penalty 4080.513082 = -531112.079216
  nChanged 13
		SP:Iteration 33Q (3128.910000 sec): 3 clusters
  Score: Raw -535197.359707 + Penalty 4080.513082 = -531116.846626
  nChanged 11
		SP:Iteration 34Q (3128.920000 sec): 3 clusters
  Score: Raw -535201.156239 + Penalty 4080.513082 = -531120.643157
  nChanged 8
		SP:Iteration 35Q (3128.930000 sec): 3 clusters
  Score: Raw -535205.572405 + Penalty 4080.513082 = -531125.059323
  nChanged 13
		SP:Iteration 36Q (3128.950000 sec): 3 clusters
  Score: Raw -535210.479030 + Penalty 4080.513082 = -531129.965949
  nChanged 14
		SP:Iteration 37Q (3128.970000 sec): 3 clusters
  Score: Raw -535215.905929 + Penalty 4080.513082 = -531135.392847
  nChanged 8
		SP:Iteration 38Q (3128.980000 sec): 3 clusters
  Score: Raw -535218.200785 + Penalty 4080.513082 = -531137.687703
  nChanged 4
		SP:Iteration 39Q (3128.990000 sec): 3 clusters
  Score: Raw -535219.245857 + Penalty 4080.513082 = -531138.732775
  nChanged 3
		SP:Iteration 40F (3129.010000 sec): 3 clusters
  Score: Raw -535219.772778 + Penalty 4080.513082 = -531139.259696
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3129.010000 sec): 2 clusters
  Score: Raw -27239.942278 + Penalty 1352.919637 = -25887.022641
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3129.010000 sec): 3 clusters
  Score: Raw -27491.737114 + Penalty 2705.839273 = -24785.897841
  nChanged 31
		SP:Iteration 1F (3129.010000 sec): 3 clusters
  Score: Raw -27651.737425 + Penalty 2705.839273 = -24945.898152
  nChanged 11
		SP:Iteration 2Q (3129.020000 sec): 3 clusters
  Score: Raw -27722.041408 + Penalty 2705.839273 = -25016.202135
  nChanged 6
		SP:Iteration 3Q (3129.020000 sec): 3 clusters
  Score: Raw -27792.857037 + Penalty 2705.839273 = -25087.017764
  nChanged 5
		SP:Iteration 4Q (3129.020000 sec): 3 clusters
  Score: Raw -27825.022497 + Penalty 2705.839273 = -25119.183224
  nChanged 5
		SP:Iteration 5Q (3129.020000 sec): 3 clusters
  Score: Raw -27852.433868 + Penalty 2705.839273 = -25146.594594
  nChanged 1
		SP:Iteration 6Q (3129.020000 sec): 3 clusters
  Score: Raw -27866.600349 + Penalty 2705.839273 = -25160.761076
  nChanged 1
		SP:Iteration 7Q (3129.020000 sec): 3 clusters
  Score: Raw -27872.912919 + Penalty 2705.839273 = -25167.073646
  nChanged 1
		SP:Iteration 8Q (3129.020000 sec): 3 clusters
  Score: Raw -27878.356377 + Penalty 2705.839273 = -25172.517104
  nChanged 2
		SP:Iteration 9Q (3129.020000 sec): 3 clusters
  Score: Raw -27895.403663 + Penalty 2705.839273 = -25189.564390
  nChanged 2
		SP:Iteration 10Q (3129.020000 sec): 3 clusters
  Score: Raw -27913.395028 + Penalty 2705.839273 = -25207.555755
  nChanged 0
		SP:Iteration 11F (3129.030000 sec): 3 clusters
  Score: Raw -27913.395028 + Penalty 2705.839273 = -25207.555755
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (30933 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3129.140000 sec): 2 clusters
  Score: Raw -4515764.815052 + Penalty 2564.215556 = -4513200.599496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3129.270000 sec): 3 clusters
  Score: Raw -4497200.262436 + Penalty 5128.431112 = -4492071.831324
  nChanged 13922
		SP:Iteration 1F (3129.390000 sec): 3 clusters
  Score: Raw -4504790.511585 + Penalty 5128.431112 = -4499662.080474
  nChanged 1470
		SP:Iteration 2Q (3129.520000 sec): 3 clusters
  Score: Raw -4505361.247645 + Penalty 5128.431112 = -4500232.816534
  nChanged 1382
		SP:Iteration 3Q (3129.640000 sec): 3 clusters
  Score: Raw -4505965.318743 + Penalty 5128.431112 = -4500836.887632
  nChanged 1320
		SP:Iteration 4Q (3129.770000 sec): 3 clusters
  Score: Raw -4506587.458547 + Penalty 5128.431112 = -4501459.027435
  nChanged 1309
		SP:Iteration 5Q (3129.890000 sec): 3 clusters
  Score: Raw -4507255.606679 + Penalty 5128.431112 = -4502127.175567
  nChanged 1442
		SP:Iteration 6Q (3130.010000 sec): 3 clusters
  Score: Raw -4508019.970294 + Penalty 5128.431112 = -4502891.539182
  nChanged 1589
		SP:Iteration 7F (3130.140000 sec): 3 clusters
  Score: Raw -4508888.361847 + Penalty 5128.431112 = -4503759.930736
  nChanged 1661
		SP:Iteration 8F (3130.260000 sec): 3 clusters
  Score: Raw -4509735.375137 + Penalty 5128.431112 = -4504606.944025
  nChanged 1646
		SP:Iteration 9F (3130.380000 sec): 3 clusters
  Score: Raw -4510488.302768 + Penalty 5128.431112 = -4505359.871657
  nChanged 1399
		SP:Iteration 10Q (3130.510000 sec): 3 clusters
  Score: Raw -4511072.335478 + Penalty 5128.431112 = -4505943.904367
  nChanged 1184
		SP:Iteration 11Q (3130.630000 sec): 3 clusters
  Score: Raw -4511550.351567 + Penalty 5128.431112 = -4506421.920455
  nChanged 965
		SP:Iteration 12Q (3130.750000 sec): 3 clusters
  Score: Raw -4511957.764073 + Penalty 5128.431112 = -4506829.332962
  nChanged 898
		SP:Iteration 13Q (3130.870000 sec): 3 clusters
  Score: Raw -4512318.996297 + Penalty 5128.431112 = -4507190.565185
  nChanged 802
		SP:Iteration 14Q (3130.990000 sec): 3 clusters
  Score: Raw -4512637.281532 + Penalty 5128.431112 = -4507508.850421
  nChanged 754
		SP:Iteration 15Q (3131.120000 sec): 3 clusters
  Score: Raw -4512945.061678 + Penalty 5128.431112 = -4507816.630566
  nChanged 762
		SP:Iteration 16Q (3131.240000 sec): 3 clusters
  Score: Raw -4513265.233131 + Penalty 5128.431112 = -4508136.802019
  nChanged 733
		SP:Iteration 17Q (3131.360000 sec): 3 clusters
  Score: Raw -4513585.717265 + Penalty 5128.431112 = -4508457.286153
  nChanged 689
		SP:Iteration 18Q (3131.480000 sec): 3 clusters
  Score: Raw -4513896.198147 + Penalty 5128.431112 = -4508767.767035
  nChanged 637
		SP:Iteration 19Q (3131.600000 sec): 3 clusters
  Score: Raw -4514206.903948 + Penalty 5128.431112 = -4509078.472836
  nChanged 610
		SP:Iteration 20F (3131.720000 sec): 3 clusters
  Score: Raw -4514604.354084 + Penalty 5128.431112 = -4509475.922972
  nChanged 574
		SP:Iteration 21Q (3131.850000 sec): 3 clusters
  Score: Raw -4515260.582041 + Penalty 5128.431112 = -4510132.150929
  nChanged 514
		SP:Iteration 22Q (3131.970000 sec): 3 clusters
  Score: Raw -4515926.925161 + Penalty 5128.431112 = -4510798.494050
  nChanged 441
		SP:Iteration 23Q (3132.080000 sec): 3 clusters
  Score: Raw -4516135.278057 + Penalty 5128.431112 = -4511006.846945
  nChanged 375
		SP:Iteration 24Q (3132.190000 sec): 3 clusters
  Score: Raw -4516293.063061 + Penalty 5128.431112 = -4511164.631949
  nChanged 331
		SP:Iteration 25Q (3132.300000 sec): 3 clusters
  Score: Raw -4516422.997855 + Penalty 5128.431112 = -4511294.566743
  nChanged 270
		SP:Iteration 26Q (3132.400000 sec): 3 clusters
  Score: Raw -4516517.187511 + Penalty 5128.431112 = -4511388.756399
  nChanged 218
		SP:Iteration 27Q (3132.500000 sec): 3 clusters
  Score: Raw -4516586.290925 + Penalty 5128.431112 = -4511457.859813
  nChanged 153
		SP:Iteration 28Q (3132.600000 sec): 3 clusters
  Score: Raw -4516629.746115 + Penalty 5128.431112 = -4511501.315004
  nChanged 147
		SP:Iteration 29Q (3132.700000 sec): 3 clusters
  Score: Raw -4516668.417314 + Penalty 5128.431112 = -4511539.986203
  nChanged 110
		SP:Iteration 30Q (3132.800000 sec): 3 clusters
  Score: Raw -4516697.506912 + Penalty 5128.431112 = -4511569.075800
  nChanged 96
		SP:Iteration 31Q (3132.900000 sec): 3 clusters
  Score: Raw -4516722.219572 + Penalty 5128.431112 = -4511593.788460
  nChanged 86
		SP:Iteration 32Q (3133.000000 sec): 3 clusters
  Score: Raw -4516742.630078 + Penalty 5128.431112 = -4511614.198966
  nChanged 71
		SP:Iteration 33Q (3133.100000 sec): 3 clusters
  Score: Raw -4516758.483982 + Penalty 5128.431112 = -4511630.052870
  nChanged 61
		SP:Iteration 34Q (3133.190000 sec): 3 clusters
  Score: Raw -4516771.705102 + Penalty 5128.431112 = -4511643.273990
  nChanged 50
		SP:Iteration 35Q (3133.290000 sec): 3 clusters
  Score: Raw -4516784.076992 + Penalty 5128.431112 = -4511655.645881
  nChanged 50
		SP:Iteration 36Q (3133.390000 sec): 3 clusters
  Score: Raw -4516796.042474 + Penalty 5128.431112 = -4511667.611362
  nChanged 50
		SP:Iteration 37Q (3133.480000 sec): 3 clusters
  Score: Raw -4516806.604343 + Penalty 5128.431112 = -4511678.173232
  nChanged 45
		SP:Iteration 38Q (3133.580000 sec): 3 clusters
  Score: Raw -4516814.777007 + Penalty 5128.431112 = -4511686.345895
  nChanged 37
		SP:Iteration 39Q (3133.680000 sec): 3 clusters
  Score: Raw -4516822.877640 + Penalty 5128.431112 = -4511694.446528
  nChanged 36
		SP:Iteration 40F (3133.800000 sec): 3 clusters
  Score: Raw -4516831.567250 + Penalty 5128.431112 = -4511703.136138
  nChanged 36
		SP:Iteration 41Q (3133.900000 sec): 3 clusters
  Score: Raw -4516840.815070 + Penalty 5128.431112 = -4511712.383959
  nChanged 31
		SP:Iteration 42Q (3133.990000 sec): 3 clusters
  Score: Raw -4516846.724069 + Penalty 5128.431112 = -4511718.292957
  nChanged 26
		SP:Iteration 43Q (3134.090000 sec): 3 clusters
  Score: Raw -4516851.932203 + Penalty 5128.431112 = -4511723.501092
  nChanged 22
		SP:Iteration 44Q (3134.180000 sec): 3 clusters
  Score: Raw -4516855.252043 + Penalty 5128.431112 = -4511726.820931
  nChanged 14
		SP:Iteration 45Q (3134.280000 sec): 3 clusters
  Score: Raw -4516857.413943 + Penalty 5128.431112 = -4511728.982831
  nChanged 10
		SP:Iteration 46Q (3134.380000 sec): 3 clusters
  Score: Raw -4516858.978142 + Penalty 5128.431112 = -4511730.547030
  nChanged 11
		SP:Iteration 47Q (3134.470000 sec): 3 clusters
  Score: Raw -4516860.670286 + Penalty 5128.431112 = -4511732.239174
  nChanged 10
		SP:Iteration 48Q (3134.570000 sec): 3 clusters
  Score: Raw -4516861.808344 + Penalty 5128.431112 = -4511733.377232
  nChanged 5
		SP:Iteration 49Q (3134.660000 sec): 3 clusters
  Score: Raw -4516862.375278 + Penalty 5128.431112 = -4511733.944167
  nChanged 4
		SP:Iteration 50Q (3134.760000 sec): 3 clusters
  Score: Raw -4516862.978193 + Penalty 5128.431112 = -4511734.547081
  nChanged 4
		SP:Iteration 51Q (3134.860000 sec): 3 clusters
  Score: Raw -4516863.669732 + Penalty 5128.431112 = -4511735.238620
  nChanged 7
		SP:Iteration 52Q (3134.960000 sec): 3 clusters
  Score: Raw -4516864.998030 + Penalty 5128.431112 = -4511736.566918
  nChanged 13
		SP:Iteration 53Q (3135.050000 sec): 3 clusters
  Score: Raw -4516867.492832 + Penalty 5128.431112 = -4511739.061721
  nChanged 14
		SP:Iteration 54Q (3135.150000 sec): 3 clusters
  Score: Raw -4516870.040539 + Penalty 5128.431112 = -4511741.609427
  nChanged 11
		SP:Iteration 55Q (3135.250000 sec): 3 clusters
  Score: Raw -4516871.613566 + Penalty 5128.431112 = -4511743.182454
  nChanged 10
		SP:Iteration 56Q (3135.340000 sec): 3 clusters
  Score: Raw -4516872.807312 + Penalty 5128.431112 = -4511744.376200
  nChanged 7
		SP:Iteration 57Q (3135.430000 sec): 3 clusters
  Score: Raw -4516873.876358 + Penalty 5128.431112 = -4511745.445246
  nChanged 9
		SP:Iteration 58Q (3135.530000 sec): 3 clusters
  Score: Raw -4516875.254353 + Penalty 5128.431112 = -4511746.823242
  nChanged 9
		SP:Iteration 59Q (3135.630000 sec): 3 clusters
  Score: Raw -4516876.554792 + Penalty 5128.431112 = -4511748.123680
  nChanged 8
		SP:Iteration 60F (3135.750000 sec): 3 clusters
  Score: Raw -4516877.630983 + Penalty 5128.431112 = -4511749.199871
  nChanged 8
		SP:Iteration 61Q (3135.850000 sec): 3 clusters
  Score: Raw -4516878.594070 + Penalty 5128.431112 = -4511750.162958
  nChanged 6
		SP:Iteration 62Q (3135.940000 sec): 3 clusters
  Score: Raw -4516879.327510 + Penalty 5128.431112 = -4511750.896399
  nChanged 4
		SP:Iteration 63Q (3136.040000 sec): 3 clusters
  Score: Raw -4516879.989617 + Penalty 5128.431112 = -4511751.558506
  nChanged 5
		SP:Iteration 64Q (3136.130000 sec): 3 clusters
  Score: Raw -4516880.475377 + Penalty 5128.431112 = -4511752.044265
  nChanged 6
		SP:Iteration 65Q (3136.230000 sec): 3 clusters
  Score: Raw -4516881.324804 + Penalty 5128.431112 = -4511752.893692
  nChanged 3
		SP:Iteration 66Q (3136.330000 sec): 3 clusters
  Score: Raw -4516881.669341 + Penalty 5128.431112 = -4511753.238230
  nChanged 1
		SP:Iteration 67Q (3136.420000 sec): 3 clusters
  Score: Raw -4516881.793241 + Penalty 5128.431112 = -4511753.362129
  nChanged 1
		SP:Iteration 68Q (3136.520000 sec): 3 clusters
  Score: Raw -4516881.894724 + Penalty 5128.431112 = -4511753.463612
  nChanged 2
		SP:Iteration 69Q (3136.610000 sec): 3 clusters
  Score: Raw -4516882.347829 + Penalty 5128.431112 = -4511753.916717
  nChanged 2
		SP:Iteration 70Q (3136.710000 sec): 3 clusters
  Score: Raw -4516882.945699 + Penalty 5128.431112 = -4511754.514587
  nChanged 4
		SP:Iteration 71Q (3136.810000 sec): 3 clusters
  Score: Raw -4516883.486764 + Penalty 5128.431112 = -4511755.055652
  nChanged 6
		SP:Iteration 72Q (3136.900000 sec): 3 clusters
  Score: Raw -4516884.756335 + Penalty 5128.431112 = -4511756.325224
  nChanged 5
		SP:Iteration 73Q (3137.000000 sec): 3 clusters
  Score: Raw -4516885.931705 + Penalty 5128.431112 = -4511757.500593
  nChanged 8
		SP:Iteration 74Q (3137.090000 sec): 3 clusters
  Score: Raw -4516888.014978 + Penalty 5128.431112 = -4511759.583867
  nChanged 10
		SP:Iteration 75Q (3137.190000 sec): 3 clusters
  Score: Raw -4516890.394349 + Penalty 5128.431112 = -4511761.963237
  nChanged 12
		SP:Iteration 76Q (3137.280000 sec): 3 clusters
  Score: Raw -4516892.618557 + Penalty 5128.431112 = -4511764.187445
  nChanged 9
		SP:Iteration 77Q (3137.380000 sec): 3 clusters
  Score: Raw -4516894.033412 + Penalty 5128.431112 = -4511765.602300
  nChanged 10
		SP:Iteration 78Q (3137.470000 sec): 3 clusters
  Score: Raw -4516895.366528 + Penalty 5128.431112 = -4511766.935416
  nChanged 5
		SP:Iteration 79Q (3137.570000 sec): 3 clusters
  Score: Raw -4516895.873646 + Penalty 5128.431112 = -4511767.442534
  nChanged 1
		SP:Iteration 80F (3137.690000 sec): 3 clusters
  Score: Raw -4516896.013767 + Penalty 5128.431112 = -4511767.582655
  nChanged 3
		SP:Iteration 81Q (3137.790000 sec): 3 clusters
  Score: Raw -4516896.840704 + Penalty 5128.431112 = -4511768.409592
  nChanged 4
		SP:Iteration 82Q (3137.880000 sec): 3 clusters
  Score: Raw -4516897.505115 + Penalty 5128.431112 = -4511769.074003
  nChanged 3
		SP:Iteration 83Q (3137.970000 sec): 3 clusters
  Score: Raw -4516897.891612 + Penalty 5128.431112 = -4511769.460500
  nChanged 3
		SP:Iteration 84Q (3138.070000 sec): 3 clusters
  Score: Raw -4516898.243078 + Penalty 5128.431112 = -4511769.811967
  nChanged 2
		SP:Iteration 85Q (3138.160000 sec): 3 clusters
  Score: Raw -4516898.524771 + Penalty 5128.431112 = -4511770.093660
  nChanged 2
		SP:Iteration 86Q (3138.250000 sec): 3 clusters
  Score: Raw -4516898.673308 + Penalty 5128.431112 = -4511770.242196
  nChanged 2
		SP:Iteration 87Q (3138.350000 sec): 3 clusters
  Score: Raw -4516898.923699 + Penalty 5128.431112 = -4511770.492588
  nChanged 0
		SP:Iteration 88F (3138.470000 sec): 3 clusters
  Score: Raw -4516898.923699 + Penalty 5128.431112 = -4511770.492588
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.490000 sec): 2 clusters
  Score: Raw -32701.428481 + Penalty 1345.387604 = -31356.040876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.490000 sec): 3 clusters
  Score: Raw -33173.875499 + Penalty 2690.775209 = -30483.100290
  nChanged 44
		SP:Iteration 1F (3138.490000 sec): 3 clusters
  Score: Raw -33407.173905 + Penalty 2690.775209 = -30716.398697
  nChanged 18
		SP:Iteration 2F (3138.490000 sec): 3 clusters
  Score: Raw -33565.393747 + Penalty 2690.775209 = -30874.618538
  nChanged 11
		SP:Iteration 3Q (3138.490000 sec): 3 clusters
  Score: Raw -33677.319417 + Penalty 2690.775209 = -30986.544208
  nChanged 2
		SP:Iteration 4Q (3138.490000 sec): 3 clusters
  Score: Raw -33698.999758 + Penalty 2690.775209 = -31008.224549
  nChanged 1
		SP:Iteration 5Q (3138.490000 sec): 3 clusters
  Score: Raw -33703.809614 + Penalty 2690.775209 = -31013.034405
  nChanged 0
		SP:Iteration 6F (3138.490000 sec): 3 clusters
  Score: Raw -33703.809614 + Penalty 2690.775209 = -31013.034405
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 23 (608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.500000 sec): 2 clusters
  Score: Raw -81594.403659 + Penalty 1589.723371 = -80004.680288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.500000 sec): 3 clusters
  Score: Raw -81573.656038 + Penalty 3179.446741 = -78394.209296
  nChanged 131
		SP:Iteration 1F (3138.500000 sec): 3 clusters
  Score: Raw -81815.817189 + Penalty 3179.446741 = -78636.370448
  nChanged 24
		SP:Iteration 2Q (3138.510000 sec): 3 clusters
  Score: Raw -81866.108178 + Penalty 3179.446741 = -78686.661437
  nChanged 11
		SP:Iteration 3Q (3138.510000 sec): 3 clusters
  Score: Raw -81889.724714 + Penalty 3179.446741 = -78710.277973
  nChanged 9
		SP:Iteration 4Q (3138.510000 sec): 3 clusters
  Score: Raw -81913.478439 + Penalty 3179.446741 = -78734.031698
  nChanged 8
		SP:Iteration 5Q (3138.510000 sec): 3 clusters
  Score: Raw -81925.507979 + Penalty 3179.446741 = -78746.061238
  nChanged 3
		SP:Iteration 6Q (3138.510000 sec): 3 clusters
  Score: Raw -81937.076228 + Penalty 3179.446741 = -78757.629487
  nChanged 2
		SP:Iteration 7Q (3138.520000 sec): 3 clusters
  Score: Raw -81943.546701 + Penalty 3179.446741 = -78764.099959
  nChanged 3
		SP:Iteration 8Q (3138.520000 sec): 3 clusters
  Score: Raw -81954.604303 + Penalty 3179.446741 = -78775.157562
  nChanged 3
		SP:Iteration 9Q (3138.520000 sec): 3 clusters
  Score: Raw -81963.812411 + Penalty 3179.446741 = -78784.365670
  nChanged 3
		SP:Iteration 10Q (3138.520000 sec): 3 clusters
  Score: Raw -81968.805004 + Penalty 3179.446741 = -78789.358262
  nChanged 0
		SP:Iteration 11F (3138.530000 sec): 3 clusters
  Score: Raw -81968.805004 + Penalty 3179.446741 = -78789.358262
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.530000 sec): 2 clusters
  Score: Raw -257351.790429 + Penalty 1857.789723 = -255494.000706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.540000 sec): 3 clusters
  Score: Raw -256749.717873 + Penalty 3715.579446 = -253034.138427
  nChanged 557
		SP:Iteration 1F (3138.550000 sec): 3 clusters
  Score: Raw -257183.058884 + Penalty 3715.579446 = -253467.479438
  nChanged 131
		SP:Iteration 2F (3138.560000 sec): 3 clusters
  Score: Raw -257289.874861 + Penalty 3715.579446 = -253574.295415
  nChanged 82
		SP:Iteration 3Q (3138.560000 sec): 3 clusters
  Score: Raw -257361.901767 + Penalty 3715.579446 = -253646.322320
  nChanged 44
		SP:Iteration 4Q (3138.570000 sec): 3 clusters
  Score: Raw -257390.724154 + Penalty 3715.579446 = -253675.144707
  nChanged 22
		SP:Iteration 5Q (3138.580000 sec): 3 clusters
  Score: Raw -257401.655463 + Penalty 3715.579446 = -253686.076017
  nChanged 7
		SP:Iteration 6Q (3138.590000 sec): 3 clusters
  Score: Raw -257405.948871 + Penalty 3715.579446 = -253690.369424
  nChanged 5
		SP:Iteration 7Q (3138.590000 sec): 3 clusters
  Score: Raw -257408.380667 + Penalty 3715.579446 = -253692.801221
  nChanged 5
		SP:Iteration 8Q (3138.600000 sec): 3 clusters
  Score: Raw -257411.406586 + Penalty 3715.579446 = -253695.827140
  nChanged 7
		SP:Iteration 9Q (3138.610000 sec): 3 clusters
  Score: Raw -257415.331700 + Penalty 3715.579446 = -253699.752253
  nChanged 7
		SP:Iteration 10Q (3138.610000 sec): 3 clusters
  Score: Raw -257419.489154 + Penalty 3715.579446 = -253703.909707
  nChanged 3
		SP:Iteration 11Q (3138.620000 sec): 3 clusters
  Score: Raw -257421.238346 + Penalty 3715.579446 = -253705.658900
  nChanged 6
		SP:Iteration 12Q (3138.630000 sec): 3 clusters
  Score: Raw -257427.748773 + Penalty 3715.579446 = -253712.169327
  nChanged 8
		SP:Iteration 13Q (3138.630000 sec): 3 clusters
  Score: Raw -257432.478189 + Penalty 3715.579446 = -253716.898743
  nChanged 6
		SP:Iteration 14Q (3138.640000 sec): 3 clusters
  Score: Raw -257438.352688 + Penalty 3715.579446 = -253722.773241
  nChanged 5
		SP:Iteration 15Q (3138.650000 sec): 3 clusters
  Score: Raw -257443.001066 + Penalty 3715.579446 = -253727.421619
  nChanged 5
		SP:Iteration 16Q (3138.650000 sec): 3 clusters
  Score: Raw -257445.816609 + Penalty 3715.579446 = -253730.237163
  nChanged 5
		SP:Iteration 17Q (3138.660000 sec): 3 clusters
  Score: Raw -257447.987807 + Penalty 3715.579446 = -253732.408361
  nChanged 3
		SP:Iteration 18Q (3138.670000 sec): 3 clusters
  Score: Raw -257449.321186 + Penalty 3715.579446 = -253733.741740
  nChanged 3
		SP:Iteration 19Q (3138.670000 sec): 3 clusters
  Score: Raw -257451.012753 + Penalty 3715.579446 = -253735.433307
  nChanged 2
		SP:Iteration 20F (3138.680000 sec): 3 clusters
  Score: Raw -257451.784688 + Penalty 3715.579446 = -253736.205241
  nChanged 1
		SP:Iteration 21Q (3138.690000 sec): 3 clusters
  Score: Raw -257452.552403 + Penalty 3715.579446 = -253736.972957
  nChanged 0
		SP:Iteration 22F (3138.690000 sec): 3 clusters
  Score: Raw -257452.552403 + Penalty 3715.579446 = -253736.972957
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.690000 sec): 2 clusters
  Score: Raw -14092.726968 + Penalty 1232.513698 = -12860.213270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.690000 sec): 3 clusters
  Score: Raw -14477.834217 + Penalty 2465.027397 = -12012.806821
  nChanged 17
		SP:Iteration 1F (3138.700000 sec): 3 clusters
  Score: Raw -14608.437963 + Penalty 2465.027397 = -12143.410566
  nChanged 2
		SP:Iteration 2Q (3138.700000 sec): 3 clusters
  Score: Raw -14637.159225 + Penalty 2465.027397 = -12172.131829
  nChanged 0
		SP:Iteration 3F (3138.700000 sec): 3 clusters
  Score: Raw -14637.159225 + Penalty 2465.027397 = -12172.131829
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.700000 sec): 2 clusters
  Score: Raw -51116.540451 + Penalty 1468.551448 = -49647.989003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.700000 sec): 3 clusters
  Score: Raw -51218.137004 + Penalty 2937.102896 = -48281.034108
  nChanged 56
		SP:Iteration 1F (3138.710000 sec): 3 clusters
  Score: Raw -51346.218527 + Penalty 2937.102896 = -48409.115631
  nChanged 10
		SP:Iteration 2Q (3138.710000 sec): 3 clusters
  Score: Raw -51382.476958 + Penalty 2937.102896 = -48445.374062
  nChanged 7
		SP:Iteration 3Q (3138.710000 sec): 3 clusters
  Score: Raw -51404.555793 + Penalty 2937.102896 = -48467.452896
  nChanged 4
		SP:Iteration 4Q (3138.710000 sec): 3 clusters
  Score: Raw -51413.205893 + Penalty 2937.102896 = -48476.102997
  nChanged 2
		SP:Iteration 5Q (3138.710000 sec): 3 clusters
  Score: Raw -51415.705144 + Penalty 2937.102896 = -48478.602248
  nChanged 2
		SP:Iteration 6Q (3138.710000 sec): 3 clusters
  Score: Raw -51421.156591 + Penalty 2937.102896 = -48484.053695
  nChanged 1
		SP:Iteration 7Q (3138.710000 sec): 3 clusters
  Score: Raw -51422.426868 + Penalty 2937.102896 = -48485.323972
  nChanged 0
		SP:Iteration 8F (3138.710000 sec): 3 clusters
  Score: Raw -51422.426868 + Penalty 2937.102896 = -48485.323972
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (141290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3139.250000 sec): 2 clusters
  Score: Raw -20519933.758847 + Penalty 2940.925309 = -20516992.833538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3139.830000 sec): 3 clusters
  Score: Raw -20428422.437759 + Penalty 5881.850618 = -20422540.587141
  nChanged 67369
		SP:Iteration 1F (3140.400000 sec): 3 clusters
  Score: Raw -20467336.413724 + Penalty 5881.850618 = -20461454.563106
  nChanged 4500
		SP:Iteration 2Q (3140.980000 sec): 3 clusters
  Score: Raw -20468434.464141 + Penalty 5881.850618 = -20462552.613523
  nChanged 4956
		SP:Iteration 3Q (3141.580000 sec): 3 clusters
  Score: Raw -20469860.344062 + Penalty 5881.850618 = -20463978.493444
  nChanged 5505
		SP:Iteration 4Q (3142.180000 sec): 3 clusters
  Score: Raw -20471768.896920 + Penalty 5881.850618 = -20465887.046302
  nChanged 6347
		SP:Iteration 5Q (3142.770000 sec): 3 clusters
  Score: Raw -20474423.038926 + Penalty 5881.850618 = -20468541.188308
  nChanged 7542
		SP:Iteration 6F (3143.350000 sec): 3 clusters
  Score: Raw -20478014.289484 + Penalty 5881.850618 = -20472132.438866
  nChanged 8132
		SP:Iteration 7F (3143.920000 sec): 3 clusters
  Score: Raw -20482288.294644 + Penalty 5881.850618 = -20476406.444025
  nChanged 8296
		SP:Iteration 8F (3144.500000 sec): 3 clusters
  Score: Raw -20486919.015003 + Penalty 5881.850618 = -20481037.164385
  nChanged 7898
		SP:Iteration 9F (3145.070000 sec): 3 clusters
  Score: Raw -20491581.983404 + Penalty 5881.850618 = -20485700.132786
  nChanged 7055
		SP:Iteration 10Q (3145.660000 sec): 3 clusters
  Score: Raw -20495962.741171 + Penalty 5881.850618 = -20490080.890553
  nChanged 5978
		SP:Iteration 11Q (3146.240000 sec): 3 clusters
  Score: Raw -20499695.753288 + Penalty 5881.850618 = -20493813.902670
  nChanged 4920
		SP:Iteration 12Q (3146.810000 sec): 3 clusters
  Score: Raw -20502541.951617 + Penalty 5881.850618 = -20496660.100998
  nChanged 3951
		SP:Iteration 13Q (3147.370000 sec): 3 clusters
  Score: Raw -20504556.539912 + Penalty 5881.850618 = -20498674.689293
  nChanged 3145
		SP:Iteration 14Q (3147.920000 sec): 3 clusters
  Score: Raw -20506080.334205 + Penalty 5881.850618 = -20500198.483587
  nChanged 2884
		SP:Iteration 15Q (3148.450000 sec): 3 clusters
  Score: Raw -20507446.225141 + Penalty 5881.850618 = -20501564.374523
  nChanged 2733
		SP:Iteration 16Q (3148.940000 sec): 3 clusters
  Score: Raw -20508743.811214 + Penalty 5881.850618 = -20502861.960596
  nChanged 2735
		SP:Iteration 17Q (3149.420000 sec): 3 clusters
  Score: Raw -20510025.663105 + Penalty 5881.850618 = -20504143.812487
  nChanged 2665
		SP:Iteration 18Q (3149.900000 sec): 3 clusters
  Score: Raw -20511285.745943 + Penalty 5881.850618 = -20505403.895325
  nChanged 2477
		SP:Iteration 19Q (3150.360000 sec): 3 clusters
  Score: Raw -20512496.341981 + Penalty 5881.850618 = -20506614.491363
  nChanged 2329
		SP:Iteration 20F (3150.900000 sec): 3 clusters
  Score: Raw -20513648.243629 + Penalty 5881.850618 = -20507766.393011
  nChanged 2086
		SP:Iteration 21Q (3151.350000 sec): 3 clusters
  Score: Raw -20514718.602036 + Penalty 5881.850618 = -20508836.751418
  nChanged 1910
		SP:Iteration 22Q (3151.790000 sec): 3 clusters
  Score: Raw -20515732.400706 + Penalty 5881.850618 = -20509850.550088
  nChanged 1721
		SP:Iteration 23Q (3152.220000 sec): 3 clusters
  Score: Raw -20516648.536863 + Penalty 5881.850618 = -20510766.686244
  nChanged 1491
		SP:Iteration 24Q (3152.650000 sec): 3 clusters
  Score: Raw -20517483.962317 + Penalty 5881.850618 = -20511602.111699
  nChanged 1279
		SP:Iteration 25Q (3153.070000 sec): 3 clusters
  Score: Raw -20518240.387667 + Penalty 5881.850618 = -20512358.537048
  nChanged 1040
		SP:Iteration 26Q (3153.480000 sec): 3 clusters
  Score: Raw -20518877.713205 + Penalty 5881.850618 = -20512995.862587
  nChanged 866
		SP:Iteration 27Q (3153.900000 sec): 3 clusters
  Score: Raw -20519431.244036 + Penalty 5881.850618 = -20513549.393418
  nChanged 696
		SP:Iteration 28Q (3154.300000 sec): 3 clusters
  Score: Raw -20519871.015886 + Penalty 5881.850618 = -20513989.165267
  nChanged 572
		SP:Iteration 29Q (3154.710000 sec): 3 clusters
  Score: Raw -20520192.656948 + Penalty 5881.850618 = -20514310.806330
  nChanged 452
		SP:Iteration 30Q (3155.110000 sec): 3 clusters
  Score: Raw -20520434.929349 + Penalty 5881.850618 = -20514553.078731
  nChanged 371
		SP:Iteration 31Q (3155.500000 sec): 3 clusters
  Score: Raw -20520592.710981 + Penalty 5881.850618 = -20514710.860362
  nChanged 289
		SP:Iteration 32Q (3155.900000 sec): 3 clusters
  Score: Raw -20520693.733990 + Penalty 5881.850618 = -20514811.883372
  nChanged 219
		SP:Iteration 33Q (3156.290000 sec): 3 clusters
  Score: Raw -20520763.414255 + Penalty 5881.850618 = -20514881.563637
  nChanged 161
		SP:Iteration 34Q (3156.680000 sec): 3 clusters
  Score: Raw -20520805.440630 + Penalty 5881.850618 = -20514923.590012
  nChanged 121
		SP:Iteration 35Q (3157.080000 sec): 3 clusters
  Score: Raw -20520830.129847 + Penalty 5881.850618 = -20514948.279229
  nChanged 78
		SP:Iteration 36Q (3157.470000 sec): 3 clusters
  Score: Raw -20520846.348697 + Penalty 5881.850618 = -20514964.498079
  nChanged 79
		SP:Iteration 37Q (3157.860000 sec): 3 clusters
  Score: Raw -20520863.309169 + Penalty 5881.850618 = -20514981.458550
  nChanged 68
		SP:Iteration 38Q (3158.250000 sec): 3 clusters
  Score: Raw -20520880.055681 + Penalty 5881.850618 = -20514998.205062
  nChanged 70
		SP:Iteration 39Q (3158.660000 sec): 3 clusters
  Score: Raw -20520895.044207 + Penalty 5881.850618 = -20515013.193589
  nChanged 65
		SP:Iteration 40F (3159.230000 sec): 3 clusters
  Score: Raw -20520910.509823 + Penalty 5881.850618 = -20515028.659205
  nChanged 72
		SP:Iteration 41Q (3159.660000 sec): 3 clusters
  Score: Raw -20520926.667732 + Penalty 5881.850618 = -20515044.817114
  nChanged 63
		SP:Iteration 42Q (3160.080000 sec): 3 clusters
  Score: Raw -20520939.005896 + Penalty 5881.850618 = -20515057.155278
  nChanged 44
		SP:Iteration 43Q (3160.500000 sec): 3 clusters
  Score: Raw -20520948.004806 + Penalty 5881.850618 = -20515066.154188
  nChanged 40
		SP:Iteration 44Q (3160.940000 sec): 3 clusters
  Score: Raw -20520954.761271 + Penalty 5881.850618 = -20515072.910652
  nChanged 28
		SP:Iteration 45Q (3161.370000 sec): 3 clusters
  Score: Raw -20520959.530984 + Penalty 5881.850618 = -20515077.680365
  nChanged 25
		SP:Iteration 46Q (3161.790000 sec): 3 clusters
  Score: Raw -20520963.976143 + Penalty 5881.850618 = -20515082.125525
  nChanged 23
		SP:Iteration 47Q (3162.210000 sec): 3 clusters
  Score: Raw -20520967.600389 + Penalty 5881.850618 = -20515085.749771
  nChanged 23
		SP:Iteration 48Q (3162.630000 sec): 3 clusters
  Score: Raw -20520970.959817 + Penalty 5881.850618 = -20515089.109199
  nChanged 18
		SP:Iteration 49Q (3163.060000 sec): 3 clusters
  Score: Raw -20520973.878687 + Penalty 5881.850618 = -20515092.028069
  nChanged 11
		SP:Iteration 50Q (3163.480000 sec): 3 clusters
  Score: Raw -20520975.614979 + Penalty 5881.850618 = -20515093.764361
  nChanged 13
		SP:Iteration 51Q (3163.900000 sec): 3 clusters
  Score: Raw -20520977.955976 + Penalty 5881.850618 = -20515096.105358
  nChanged 12
		SP:Iteration 52Q (3164.330000 sec): 3 clusters
  Score: Raw -20520979.445869 + Penalty 5881.850618 = -20515097.595251
  nChanged 11
		SP:Iteration 53Q (3164.760000 sec): 3 clusters
  Score: Raw -20520981.412739 + Penalty 5881.850618 = -20515099.562120
  nChanged 16
		SP:Iteration 54Q (3165.180000 sec): 3 clusters
  Score: Raw -20520984.239526 + Penalty 5881.850618 = -20515102.388907
  nChanged 14
		SP:Iteration 55Q (3165.600000 sec): 3 clusters
  Score: Raw -20520986.290396 + Penalty 5881.850618 = -20515104.439777
  nChanged 7
		SP:Iteration 56Q (3166.020000 sec): 3 clusters
  Score: Raw -20520987.267259 + Penalty 5881.850618 = -20515105.416641
  nChanged 7
		SP:Iteration 57Q (3166.440000 sec): 3 clusters
  Score: Raw -20520988.207428 + Penalty 5881.850618 = -20515106.356810
  nChanged 7
		SP:Iteration 58Q (3166.870000 sec): 3 clusters
  Score: Raw -20520988.908562 + Penalty 5881.850618 = -20515107.057944
  nChanged 10
		SP:Iteration 59Q (3167.300000 sec): 3 clusters
  Score: Raw -20520990.364477 + Penalty 5881.850618 = -20515108.513859
  nChanged 9
		SP:Iteration 60F (3167.870000 sec): 3 clusters
  Score: Raw -20520992.168119 + Penalty 5881.850618 = -20515110.317501
  nChanged 6
		SP:Iteration 61Q (3168.290000 sec): 3 clusters
  Score: Raw -20520993.524206 + Penalty 5881.850618 = -20515111.673587
  nChanged 10
		SP:Iteration 62Q (3168.710000 sec): 3 clusters
  Score: Raw -20520995.041406 + Penalty 5881.850618 = -20515113.190788
  nChanged 15
		SP:Iteration 63Q (3169.130000 sec): 3 clusters
  Score: Raw -20520998.282233 + Penalty 5881.850618 = -20515116.431615
  nChanged 17
		SP:Iteration 64Q (3169.550000 sec): 3 clusters
  Score: Raw -20521001.590668 + Penalty 5881.850618 = -20515119.740050
  nChanged 14
		SP:Iteration 65Q (3169.980000 sec): 3 clusters
  Score: Raw -20521003.976071 + Penalty 5881.850618 = -20515122.125453
  nChanged 14
		SP:Iteration 66Q (3170.400000 sec): 3 clusters
  Score: Raw -20521007.352474 + Penalty 5881.850618 = -20515125.501856
  nChanged 16
		SP:Iteration 67Q (3170.830000 sec): 3 clusters
  Score: Raw -20521010.416167 + Penalty 5881.850618 = -20515128.565549
  nChanged 17
		SP:Iteration 68Q (3171.250000 sec): 3 clusters
  Score: Raw -20521013.402556 + Penalty 5881.850618 = -20515131.551938
  nChanged 17
		SP:Iteration 69Q (3171.670000 sec): 3 clusters
  Score: Raw -20521016.114213 + Penalty 5881.850618 = -20515134.263594
  nChanged 13
		SP:Iteration 70Q (3172.080000 sec): 3 clusters
  Score: Raw -20521018.032379 + Penalty 5881.850618 = -20515136.181761
  nChanged 13
		SP:Iteration 71Q (3172.500000 sec): 3 clusters
  Score: Raw -20521020.010689 + Penalty 5881.850618 = -20515138.160071
  nChanged 14
		SP:Iteration 72Q (3172.930000 sec): 3 clusters
  Score: Raw -20521021.839225 + Penalty 5881.850618 = -20515139.988607
  nChanged 13
		SP:Iteration 73Q (3173.360000 sec): 3 clusters
  Score: Raw -20521024.017215 + Penalty 5881.850618 = -20515142.166597
  nChanged 8
		SP:Iteration 74Q (3173.790000 sec): 3 clusters
  Score: Raw -20521025.087145 + Penalty 5881.850618 = -20515143.236527
  nChanged 7
		SP:Iteration 75Q (3174.200000 sec): 3 clusters
  Score: Raw -20521026.313668 + Penalty 5881.850618 = -20515144.463050
  nChanged 7
		SP:Iteration 76Q (3174.620000 sec): 3 clusters
  Score: Raw -20521027.381059 + Penalty 5881.850618 = -20515145.530441
  nChanged 6
		SP:Iteration 77Q (3175.030000 sec): 3 clusters
  Score: Raw -20521028.034723 + Penalty 5881.850618 = -20515146.184105
  nChanged 7
		SP:Iteration 78Q (3175.450000 sec): 3 clusters
  Score: Raw -20521029.125353 + Penalty 5881.850618 = -20515147.274735
  nChanged 7
		SP:Iteration 79Q (3175.880000 sec): 3 clusters
  Score: Raw -20521030.146580 + Penalty 5881.850618 = -20515148.295961
  nChanged 8
		SP:Iteration 80F (3176.460000 sec): 3 clusters
  Score: Raw -20521031.458111 + Penalty 5881.850618 = -20515149.607493
  nChanged 8
		SP:Iteration 81Q (3176.880000 sec): 3 clusters
  Score: Raw -20521032.665543 + Penalty 5881.850618 = -20515150.814925
  nChanged 8
		SP:Iteration 82Q (3177.300000 sec): 3 clusters
  Score: Raw -20521033.765269 + Penalty 5881.850618 = -20515151.914651
  nChanged 5
		SP:Iteration 83Q (3177.720000 sec): 3 clusters
  Score: Raw -20521034.675563 + Penalty 5881.850618 = -20515152.824945
  nChanged 9
		SP:Iteration 84Q (3178.140000 sec): 3 clusters
  Score: Raw -20521036.154674 + Penalty 5881.850618 = -20515154.304056
  nChanged 6
		SP:Iteration 85Q (3178.550000 sec): 3 clusters
  Score: Raw -20521037.139572 + Penalty 5881.850618 = -20515155.288954
  nChanged 7
		SP:Iteration 86Q (3178.990000 sec): 3 clusters
  Score: Raw -20521038.236284 + Penalty 5881.850618 = -20515156.385666
  nChanged 5
		SP:Iteration 87Q (3179.420000 sec): 3 clusters
  Score: Raw -20521038.988977 + Penalty 5881.850618 = -20515157.138359
  nChanged 3
		SP:Iteration 88Q (3179.850000 sec): 3 clusters
  Score: Raw -20521039.337739 + Penalty 5881.850618 = -20515157.487121
  nChanged 2
		SP:Iteration 89Q (3180.270000 sec): 3 clusters
  Score: Raw -20521039.546025 + Penalty 5881.850618 = -20515157.695407
  nChanged 2
		SP:Iteration 90Q (3180.690000 sec): 3 clusters
  Score: Raw -20521039.750757 + Penalty 5881.850618 = -20515157.900138
  nChanged 3
		SP:Iteration 91Q (3181.100000 sec): 3 clusters
  Score: Raw -20521040.057714 + Penalty 5881.850618 = -20515158.207095
  nChanged 3
		SP:Iteration 92Q (3181.520000 sec): 3 clusters
  Score: Raw -20521040.320932 + Penalty 5881.850618 = -20515158.470314
  nChanged 0
		SP:Iteration 93F (3182.100000 sec): 3 clusters
  Score: Raw -20521040.320932 + Penalty 5881.850618 = -20515158.470314
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3182.170000 sec): 2 clusters
  Score: Raw -19667.259116 + Penalty 1308.972435 = -18358.286681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3182.170000 sec): 3 clusters
  Score: Raw -20042.924819 + Penalty 2617.944871 = -17424.979948
  nChanged 32
		SP:Iteration 1F (3182.180000 sec): 3 clusters
  Score: Raw -20293.060479 + Penalty 2617.944871 = -17675.115608
  nChanged 12
		SP:Iteration 2F (3182.180000 sec): 3 clusters
  Score: Raw -20379.497341 + Penalty 2617.944871 = -17761.552470
  nChanged 7
		SP:Iteration 3Q (3182.180000 sec): 3 clusters
  Score: Raw -20412.558461 + Penalty 2617.944871 = -17794.613590
  nChanged 5
		SP:Iteration 4Q (3182.180000 sec): 3 clusters
  Score: Raw -20473.821080 + Penalty 2617.944871 = -17855.876209
  nChanged 2
		SP:Iteration 5Q (3182.180000 sec): 3 clusters
  Score: Raw -20483.272443 + Penalty 2617.944871 = -17865.327572
  nChanged 0
		SP:Iteration 6F (3182.180000 sec): 3 clusters
  Score: Raw -20483.272443 + Penalty 2617.944871 = -17865.327572
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 29 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3182.180000 sec): 2 clusters
  Score: Raw -74196.170923 + Penalty 1539.730326 = -72656.440597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3182.180000 sec): 3 clusters
  Score: Raw -74190.671023 + Penalty 3079.460653 = -71111.210370
  nChanged 79
		SP:Iteration 1F (3182.190000 sec): 3 clusters
  Score: Raw -74348.820861 + Penalty 3079.460653 = -71269.360208
  nChanged 19
		SP:Iteration 2Q (3182.190000 sec): 3 clusters
  Score: Raw -74388.109953 + Penalty 3079.460653 = -71308.649300
  nChanged 6
		SP:Iteration 3Q (3182.190000 sec): 3 clusters
  Score: Raw -74401.662869 + Penalty 3079.460653 = -71322.202216
  nChanged 5
		SP:Iteration 4Q (3182.190000 sec): 3 clusters
  Score: Raw -74415.033528 + Penalty 3079.460653 = -71335.572876
  nChanged 4
		SP:Iteration 5Q (3182.200000 sec): 3 clusters
  Score: Raw -74429.894125 + Penalty 3079.460653 = -71350.433472
  nChanged 0
		SP:Iteration 6F (3182.200000 sec): 3 clusters
  Score: Raw -74429.894125 + Penalty 3079.460653 = -71350.433472
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 30 (34692 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3182.320000 sec): 2 clusters
  Score: Raw -5301833.225367 + Penalty 2592.657569 = -5299240.567798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3182.470000 sec): 3 clusters
  Score: Raw -5280811.685374 + Penalty 5185.315138 = -5275626.370236
  nChanged 15710
		SP:Iteration 1F (3182.610000 sec): 3 clusters
  Score: Raw -5289455.003533 + Penalty 5185.315138 = -5284269.688395
  nChanged 1549
		SP:Iteration 2Q (3182.760000 sec): 3 clusters
  Score: Raw -5289928.322738 + Penalty 5185.315138 = -5284743.007600
  nChanged 1444
		SP:Iteration 3Q (3182.900000 sec): 3 clusters
  Score: Raw -5290390.408846 + Penalty 5185.315138 = -5285205.093707
  nChanged 1463
		SP:Iteration 4Q (3183.040000 sec): 3 clusters
  Score: Raw -5290928.637381 + Penalty 5185.315138 = -5285743.322242
  nChanged 1554
		SP:Iteration 5Q (3183.180000 sec): 3 clusters
  Score: Raw -5291589.909162 + Penalty 5185.315138 = -5286404.594023
  nChanged 1749
		SP:Iteration 6F (3183.320000 sec): 3 clusters
  Score: Raw -5292541.407988 + Penalty 5185.315138 = -5287356.092850
  nChanged 2042
		SP:Iteration 7F (3183.460000 sec): 3 clusters
  Score: Raw -5293809.729044 + Penalty 5185.315138 = -5288624.413905
  nChanged 2195
		SP:Iteration 8F (3183.600000 sec): 3 clusters
  Score: Raw -5295458.678075 + Penalty 5185.315138 = -5290273.362937
  nChanged 2095
		SP:Iteration 9F (3183.740000 sec): 3 clusters
  Score: Raw -5297218.073127 + Penalty 5185.315138 = -5292032.757989
  nChanged 1768
		SP:Iteration 10F (3183.880000 sec): 3 clusters
  Score: Raw -5298722.324211 + Penalty 5185.315138 = -5293537.009073
  nChanged 1257
		SP:Iteration 11Q (3184.020000 sec): 3 clusters
  Score: Raw -5299729.044650 + Penalty 5185.315138 = -5294543.729512
  nChanged 888
		SP:Iteration 12Q (3184.150000 sec): 3 clusters
  Score: Raw -5300300.749778 + Penalty 5185.315138 = -5295115.434639
  nChanged 604
		SP:Iteration 13Q (3184.280000 sec): 3 clusters
  Score: Raw -5300606.462585 + Penalty 5185.315138 = -5295421.147447
  nChanged 405
		SP:Iteration 14Q (3184.400000 sec): 3 clusters
  Score: Raw -5300777.218273 + Penalty 5185.315138 = -5295591.903135
  nChanged 329
		SP:Iteration 15Q (3184.520000 sec): 3 clusters
  Score: Raw -5300906.053288 + Penalty 5185.315138 = -5295720.738149
  nChanged 281
		SP:Iteration 16Q (3184.630000 sec): 3 clusters
  Score: Raw -5301007.398884 + Penalty 5185.315138 = -5295822.083746
  nChanged 233
		SP:Iteration 17Q (3184.750000 sec): 3 clusters
  Score: Raw -5301086.752001 + Penalty 5185.315138 = -5295901.436863
  nChanged 228
		SP:Iteration 18Q (3184.860000 sec): 3 clusters
  Score: Raw -5301163.850597 + Penalty 5185.315138 = -5295978.535459
  nChanged 217
		SP:Iteration 19Q (3184.980000 sec): 3 clusters
  Score: Raw -5301234.931883 + Penalty 5185.315138 = -5296049.616745
  nChanged 197
		SP:Iteration 20F (3185.120000 sec): 3 clusters
  Score: Raw -5301295.537841 + Penalty 5185.315138 = -5296110.222702
  nChanged 160
		SP:Iteration 21Q (3185.240000 sec): 3 clusters
  Score: Raw -5301342.505381 + Penalty 5185.315138 = -5296157.190242
  nChanged 139
		SP:Iteration 22Q (3185.350000 sec): 3 clusters
  Score: Raw -5301386.335779 + Penalty 5185.315138 = -5296201.020640
  nChanged 140
		SP:Iteration 23Q (3185.460000 sec): 3 clusters
  Score: Raw -5301429.245063 + Penalty 5185.315138 = -5296243.929924
  nChanged 135
		SP:Iteration 24Q (3185.580000 sec): 3 clusters
  Score: Raw -5301473.251097 + Penalty 5185.315138 = -5296287.935958
  nChanged 127
		SP:Iteration 25Q (3185.680000 sec): 3 clusters
  Score: Raw -5301520.977728 + Penalty 5185.315138 = -5296335.662589
  nChanged 129
		SP:Iteration 26Q (3185.790000 sec): 3 clusters
  Score: Raw -5301568.901188 + Penalty 5185.315138 = -5296383.586050
  nChanged 120
		SP:Iteration 27Q (3185.900000 sec): 3 clusters
  Score: Raw -5301608.438270 + Penalty 5185.315138 = -5296423.123131
  nChanged 114
		SP:Iteration 28Q (3186.010000 sec): 3 clusters
  Score: Raw -5301645.192272 + Penalty 5185.315138 = -5296459.877134
  nChanged 100
		SP:Iteration 29Q (3186.120000 sec): 3 clusters
  Score: Raw -5301678.370568 + Penalty 5185.315138 = -5296493.055430
  nChanged 88
		SP:Iteration 30Q (3186.230000 sec): 3 clusters
  Score: Raw -5301705.730803 + Penalty 5185.315138 = -5296520.415664
  nChanged 76
		SP:Iteration 31Q (3186.340000 sec): 3 clusters
  Score: Raw -5301727.761544 + Penalty 5185.315138 = -5296542.446406
  nChanged 66
		SP:Iteration 32Q (3186.440000 sec): 3 clusters
  Score: Raw -5301748.802669 + Penalty 5185.315138 = -5296563.487530
  nChanged 66
		SP:Iteration 33Q (3186.550000 sec): 3 clusters
  Score: Raw -5301771.978894 + Penalty 5185.315138 = -5296586.663755
  nChanged 69
		SP:Iteration 34Q (3186.650000 sec): 3 clusters
  Score: Raw -5301795.822299 + Penalty 5185.315138 = -5296610.507161
  nChanged 56
		SP:Iteration 35Q (3186.760000 sec): 3 clusters
  Score: Raw -5301815.853938 + Penalty 5185.315138 = -5296630.538800
  nChanged 67
		SP:Iteration 36Q (3186.860000 sec): 3 clusters
  Score: Raw -5301839.877323 + Penalty 5185.315138 = -5296654.562184
  nChanged 64
		SP:Iteration 37Q (3186.970000 sec): 3 clusters
  Score: Raw -5301866.791800 + Penalty 5185.315138 = -5296681.476661
  nChanged 57
		SP:Iteration 38Q (3187.080000 sec): 3 clusters
  Score: Raw -5301888.634188 + Penalty 5185.315138 = -5296703.319050
  nChanged 56
		SP:Iteration 39Q (3187.180000 sec): 3 clusters
  Score: Raw -5301910.885011 + Penalty 5185.315138 = -5296725.569873
  nChanged 54
		SP:Iteration 40F (3187.320000 sec): 3 clusters
  Score: Raw -5301931.030204 + Penalty 5185.315138 = -5296745.715066
  nChanged 36
		SP:Iteration 41Q (3187.420000 sec): 3 clusters
  Score: Raw -5301944.378877 + Penalty 5185.315138 = -5296759.063739
  nChanged 37
		SP:Iteration 42Q (3187.530000 sec): 3 clusters
  Score: Raw -5301958.439077 + Penalty 5185.315138 = -5296773.123939
  nChanged 33
		SP:Iteration 43Q (3187.630000 sec): 3 clusters
  Score: Raw -5301973.501006 + Penalty 5185.315138 = -5296788.185868
  nChanged 42
		SP:Iteration 44Q (3187.740000 sec): 3 clusters
  Score: Raw -5301989.740710 + Penalty 5185.315138 = -5296804.425572
  nChanged 38
		SP:Iteration 45Q (3187.840000 sec): 3 clusters
  Score: Raw -5302009.269973 + Penalty 5185.315138 = -5296823.954835
  nChanged 36
		SP:Iteration 46Q (3187.950000 sec): 3 clusters
  Score: Raw -5302025.880035 + Penalty 5185.315138 = -5296840.564897
  nChanged 39
		SP:Iteration 47Q (3188.060000 sec): 3 clusters
  Score: Raw -5302041.449389 + Penalty 5185.315138 = -5296856.134250
  nChanged 34
		SP:Iteration 48Q (3188.160000 sec): 3 clusters
  Score: Raw -5302053.643751 + Penalty 5185.315138 = -5296868.328612
  nChanged 27
		SP:Iteration 49Q (3188.260000 sec): 3 clusters
  Score: Raw -5302066.329538 + Penalty 5185.315138 = -5296881.014399
  nChanged 21
		SP:Iteration 50Q (3188.370000 sec): 3 clusters
  Score: Raw -5302074.531908 + Penalty 5185.315138 = -5296889.216770
  nChanged 16
		SP:Iteration 51Q (3188.470000 sec): 3 clusters
  Score: Raw -5302081.262311 + Penalty 5185.315138 = -5296895.947173
  nChanged 11
		SP:Iteration 52Q (3188.580000 sec): 3 clusters
  Score: Raw -5302084.452692 + Penalty 5185.315138 = -5296899.137553
  nChanged 12
		SP:Iteration 53Q (3188.680000 sec): 3 clusters
  Score: Raw -5302089.307391 + Penalty 5185.315138 = -5296903.992253
  nChanged 16
		SP:Iteration 54Q (3188.780000 sec): 3 clusters
  Score: Raw -5302096.278002 + Penalty 5185.315138 = -5296910.962863
  nChanged 11
		SP:Iteration 55Q (3188.880000 sec): 3 clusters
  Score: Raw -5302100.198307 + Penalty 5185.315138 = -5296914.883168
  nChanged 11
		SP:Iteration 56Q (3188.980000 sec): 3 clusters
  Score: Raw -5302104.108764 + Penalty 5185.315138 = -5296918.793625
  nChanged 10
		SP:Iteration 57Q (3189.080000 sec): 3 clusters
  Score: Raw -5302107.891880 + Penalty 5185.315138 = -5296922.576742
  nChanged 7
		SP:Iteration 58Q (3189.190000 sec): 3 clusters
  Score: Raw -5302109.748478 + Penalty 5185.315138 = -5296924.433339
  nChanged 7
		SP:Iteration 59Q (3189.290000 sec): 3 clusters
  Score: Raw -5302112.567483 + Penalty 5185.315138 = -5296927.252344
  nChanged 7
		SP:Iteration 60F (3189.430000 sec): 3 clusters
  Score: Raw -5302114.969164 + Penalty 5185.315138 = -5296929.654025
  nChanged 8
		SP:Iteration 61Q (3189.530000 sec): 3 clusters
  Score: Raw -5302118.383697 + Penalty 5185.315138 = -5296933.068559
  nChanged 6
		SP:Iteration 62Q (3189.630000 sec): 3 clusters
  Score: Raw -5302120.942231 + Penalty 5185.315138 = -5296935.627092
  nChanged 8
		SP:Iteration 63Q (3189.730000 sec): 3 clusters
  Score: Raw -5302123.929802 + Penalty 5185.315138 = -5296938.614663
  nChanged 7
		SP:Iteration 64Q (3189.830000 sec): 3 clusters
  Score: Raw -5302127.257813 + Penalty 5185.315138 = -5296941.942674
  nChanged 8
		SP:Iteration 65Q (3189.940000 sec): 3 clusters
  Score: Raw -5302130.547172 + Penalty 5185.315138 = -5296945.232033
  nChanged 7
		SP:Iteration 66Q (3190.030000 sec): 3 clusters
  Score: Raw -5302133.943778 + Penalty 5185.315138 = -5296948.628640
  nChanged 4
		SP:Iteration 67Q (3190.120000 sec): 3 clusters
  Score: Raw -5302135.795543 + Penalty 5185.315138 = -5296950.480405
  nChanged 8
		SP:Iteration 68Q (3190.210000 sec): 3 clusters
  Score: Raw -5302138.759317 + Penalty 5185.315138 = -5296953.444179
  nChanged 7
		SP:Iteration 69Q (3190.300000 sec): 3 clusters
  Score: Raw -5302141.375355 + Penalty 5185.315138 = -5296956.060216
  nChanged 1
		SP:Iteration 70Q (3190.390000 sec): 3 clusters
  Score: Raw -5302141.714056 + Penalty 5185.315138 = -5296956.398918
  nChanged 1
		SP:Iteration 71Q (3190.480000 sec): 3 clusters
  Score: Raw -5302142.368756 + Penalty 5185.315138 = -5296957.053617
  nChanged 4
		SP:Iteration 72Q (3190.570000 sec): 3 clusters
  Score: Raw -5302144.165403 + Penalty 5185.315138 = -5296958.850264
  nChanged 3
		SP:Iteration 73Q (3190.660000 sec): 3 clusters
  Score: Raw -5302145.287714 + Penalty 5185.315138 = -5296959.972575
  nChanged 2
		SP:Iteration 74Q (3190.760000 sec): 3 clusters
  Score: Raw -5302145.720713 + Penalty 5185.315138 = -5296960.405575
  nChanged 0
		SP:Iteration 75F (3190.880000 sec): 3 clusters
  Score: Raw -5302145.720713 + Penalty 5185.315138 = -5296960.405575
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 31 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3190.900000 sec): 2 clusters
  Score: Raw -27088.895071 + Penalty 1372.280593 = -25716.614478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3190.900000 sec): 3 clusters
  Score: Raw -27319.661017 + Penalty 2744.561186 = -24575.099830
  nChanged 39
		SP:Iteration 1F (3190.900000 sec): 3 clusters
  Score: Raw -27563.432117 + Penalty 2744.561186 = -24818.870931
  nChanged 19
		SP:Iteration 2F (3190.900000 sec): 3 clusters
  Score: Raw -27695.813864 + Penalty 2744.561186 = -24951.252678
  nChanged 5
		SP:Iteration 3Q (3190.900000 sec): 3 clusters
  Score: Raw -27710.591696 + Penalty 2744.561186 = -24966.030510
  nChanged 3
		SP:Iteration 4Q (3190.900000 sec): 3 clusters
  Score: Raw -27728.923722 + Penalty 2744.561186 = -24984.362535
  nChanged 2
		SP:Iteration 5Q (3190.900000 sec): 3 clusters
  Score: Raw -27736.735633 + Penalty 2744.561186 = -24992.174447
  nChanged 1
		SP:Iteration 6Q (3190.910000 sec): 3 clusters
  Score: Raw -27740.831277 + Penalty 2744.561186 = -24996.270091
  nChanged 0
		SP:Iteration 7F (3190.910000 sec): 3 clusters
  Score: Raw -27740.831277 + Penalty 2744.561186 = -24996.270091
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 32 (721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3190.910000 sec): 2 clusters
  Score: Raw -92353.119768 + Penalty 1631.998506 = -90721.121262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3190.920000 sec): 3 clusters
  Score: Raw -92284.702000 + Penalty 3263.997012 = -89020.704988
  nChanged 169
		SP:Iteration 1F (3190.920000 sec): 3 clusters
  Score: Raw -92624.284813 + Penalty 3263.997012 = -89360.287801
  nChanged 62
		SP:Iteration 2F (3190.920000 sec): 3 clusters
  Score: Raw -92810.749203 + Penalty 3263.997012 = -89546.752191
  nChanged 38
		SP:Iteration 3F (3190.920000 sec): 3 clusters
  Score: Raw -92892.832229 + Penalty 3263.997012 = -89628.835217
  nChanged 20
		SP:Iteration 4Q (3190.930000 sec): 3 clusters
  Score: Raw -92928.058061 + Penalty 3263.997012 = -89664.061049
  nChanged 15
		SP:Iteration 5Q (3190.930000 sec): 3 clusters
  Score: Raw -92957.656493 + Penalty 3263.997012 = -89693.659481
  nChanged 12
		SP:Iteration 6Q (3190.930000 sec): 3 clusters
  Score: Raw -92985.710289 + Penalty 3263.997012 = -89721.713277
  nChanged 6
		SP:Iteration 7Q (3190.930000 sec): 3 clusters
  Score: Raw -92998.710782 + Penalty 3263.997012 = -89734.713770
  nChanged 3
		SP:Iteration 8Q (3190.940000 sec): 3 clusters
  Score: Raw -93005.629921 + Penalty 3263.997012 = -89741.632909
  nChanged 4
		SP:Iteration 9Q (3190.940000 sec): 3 clusters
  Score: Raw -93011.680540 + Penalty 3263.997012 = -89747.683528
  nChanged 2
		SP:Iteration 10Q (3190.940000 sec): 3 clusters
  Score: Raw -93013.462410 + Penalty 3263.997012 = -89749.465398
  nChanged 2
		SP:Iteration 11Q (3190.940000 sec): 3 clusters
  Score: Raw -93017.262194 + Penalty 3263.997012 = -89753.265182
  nChanged 3
		SP:Iteration 12Q (3190.940000 sec): 3 clusters
  Score: Raw -93022.677905 + Penalty 3263.997012 = -89758.680893
  nChanged 3
		SP:Iteration 13Q (3190.950000 sec): 3 clusters
  Score: Raw -93032.109372 + Penalty 3263.997012 = -89768.112360
  nChanged 3
		SP:Iteration 14Q (3190.950000 sec): 3 clusters
  Score: Raw -93035.573332 + Penalty 3263.997012 = -89771.576320
  nChanged 0
		SP:Iteration 15F (3190.950000 sec): 3 clusters
  Score: Raw -93035.573332 + Penalty 3263.997012 = -89771.576320
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 33 (193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3190.960000 sec): 2 clusters
  Score: Raw -25068.601729 + Penalty 1305.147167 = -23763.454562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3190.960000 sec): 3 clusters
  Score: Raw -25542.384699 + Penalty 2610.294334 = -22932.090365
  nChanged 33
		SP:Iteration 1F (3190.960000 sec): 3 clusters
  Score: Raw -25756.232773 + Penalty 2610.294334 = -23145.938440
  nChanged 6
		SP:Iteration 2Q (3190.960000 sec): 3 clusters
  Score: Raw -25805.057306 + Penalty 2610.294334 = -23194.762972
  nChanged 2
		SP:Iteration 3Q (3190.960000 sec): 3 clusters
  Score: Raw -25818.917714 + Penalty 2610.294334 = -23208.623380
  nChanged 1
		SP:Iteration 4Q (3190.960000 sec): 3 clusters
  Score: Raw -25828.462665 + Penalty 2610.294334 = -23218.168331
  nChanged 1
		SP:Iteration 5Q (3190.960000 sec): 3 clusters
  Score: Raw -25834.689597 + Penalty 2610.294334 = -23224.395263
  nChanged 0
		SP:Iteration 6F (3190.960000 sec): 3 clusters
  Score: Raw -25834.689597 + Penalty 2610.294334 = -23224.395263
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 34 (929 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3190.970000 sec): 2 clusters
  Score: Raw -123238.451614 + Penalty 1694.858967 = -121543.592647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3190.970000 sec): 3 clusters
  Score: Raw -123052.750853 + Penalty 3389.717934 = -119663.032919
  nChanged 222
		SP:Iteration 1F (3190.970000 sec): 3 clusters
  Score: Raw -123343.614736 + Penalty 3389.717934 = -119953.896802
  nChanged 65
		SP:Iteration 2F (3190.980000 sec): 3 clusters
  Score: Raw -123445.642363 + Penalty 3389.717934 = -120055.924429
  nChanged 38
		SP:Iteration 3Q (3190.980000 sec): 3 clusters
  Score: Raw -123494.881767 + Penalty 3389.717934 = -120105.163833
  nChanged 13
		SP:Iteration 4Q (3190.980000 sec): 3 clusters
  Score: Raw -123509.622411 + Penalty 3389.717934 = -120119.904477
  nChanged 7
		SP:Iteration 5Q (3190.990000 sec): 3 clusters
  Score: Raw -123516.995610 + Penalty 3389.717934 = -120127.277676
  nChanged 4
		SP:Iteration 6Q (3190.990000 sec): 3 clusters
  Score: Raw -123523.908742 + Penalty 3389.717934 = -120134.190807
  nChanged 4
		SP:Iteration 7Q (3190.990000 sec): 3 clusters
  Score: Raw -123532.244862 + Penalty 3389.717934 = -120142.526928
  nChanged 5
		SP:Iteration 8Q (3191.000000 sec): 3 clusters
  Score: Raw -123541.749776 + Penalty 3389.717934 = -120152.031841
  nChanged 5
		SP:Iteration 9Q (3191.000000 sec): 3 clusters
  Score: Raw -123553.486040 + Penalty 3389.717934 = -120163.768106
  nChanged 9
		SP:Iteration 10Q (3191.000000 sec): 3 clusters
  Score: Raw -123567.284150 + Penalty 3389.717934 = -120177.566215
  nChanged 5
		SP:Iteration 11Q (3191.010000 sec): 3 clusters
  Score: Raw -123572.232770 + Penalty 3389.717934 = -120182.514836
  nChanged 1
		SP:Iteration 12Q (3191.010000 sec): 3 clusters
  Score: Raw -123572.664355 + Penalty 3389.717934 = -120182.946421
  nChanged 0
		SP:Iteration 13F (3191.010000 sec): 3 clusters
  Score: Raw -123572.664355 + Penalty 3389.717934 = -120182.946421
  nChanged 0
Iteration 219Q (3200.610000 sec): 35 clusters
  Score: Raw -117615865.977648 + Penalty 114739.327988 = -117501126.649660
  nChanged 7
Iteration 220F (3238.180000 sec): 35 clusters
  Score: Raw -117615866.238660 + Penalty 114739.327988 = -117501126.910672
  nChanged 11
Iteration 221Q (3248.080000 sec): 35 clusters
  Score: Raw -117615866.647276 + Penalty 114739.327988 = -117501127.319287
  nChanged 16
Iteration 222Q (3257.810000 sec): 35 clusters
  Score: Raw -117615867.541445 + Penalty 114739.327988 = -117501128.213457
  nChanged 17
Iteration 223Q (3267.620000 sec): 35 clusters
  Score: Raw -117615868.536285 + Penalty 114739.327988 = -117501129.208296
  nChanged 11
Iteration 224Q (3277.260000 sec): 35 clusters
  Score: Raw -117615868.950194 + Penalty 114739.327988 = -117501129.622206
  nChanged 8
Iteration 225Q (3286.890000 sec): 35 clusters
  Score: Raw -117615869.147456 + Penalty 114739.327988 = -117501129.819468
  nChanged 7
Iteration 226Q (3296.540000 sec): 35 clusters
  Score: Raw -117615869.268701 + Penalty 114739.327988 = -117501129.940713
  nChanged 10
Iteration 227Q (3306.230000 sec): 35 clusters
  Score: Raw -117615869.359701 + Penalty 114739.327988 = -117501130.031713
  nChanged 7
Iteration 228Q (3315.850000 sec): 35 clusters
  Score: Raw -117615869.399397 + Penalty 114739.327988 = -117501130.071409
  nChanged 6
Iteration 229Q (3325.480000 sec): 35 clusters
  Score: Raw -117615869.499726 + Penalty 114739.327988 = -117501130.171738
  nChanged 5
Iteration 230Q (3335.170000 sec): 35 clusters
  Score: Raw -117615869.636780 + Penalty 114739.327988 = -117501130.308792
  nChanged 5
Iteration 231Q (3344.770000 sec): 35 clusters
  Score: Raw -117615869.736357 + Penalty 114739.327988 = -117501130.408369
  nChanged 6
Iteration 232Q (3354.400000 sec): 35 clusters
  Score: Raw -117615869.845007 + Penalty 114739.327988 = -117501130.517019
  nChanged 4
Iteration 233Q (3364.010000 sec): 35 clusters
  Score: Raw -117615869.910864 + Penalty 114739.327988 = -117501130.582876
  nChanged 3
Iteration 234Q (3373.620000 sec): 35 clusters
  Score: Raw -117615869.935736 + Penalty 114739.327988 = -117501130.607748
  nChanged 1
Iteration 235Q (3383.230000 sec): 35 clusters
  Score: Raw -117615869.942608 + Penalty 114739.327988 = -117501130.614620
  nChanged 0
Iteration 236F (3420.140000 sec): 35 clusters
  Score: Raw -117615869.942608 + Penalty 114739.327988 = -117501130.614620
  nChanged 0
Compute initial score before splitting:   Score: Raw -117615869.942608 + Penalty 114739.327988 = -117501130.614620
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.170000 sec): 2 clusters
  Score: Raw -122761.033076 + Penalty 1666.315262 = -121094.717813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.180000 sec): 3 clusters
  Score: Raw -122645.430054 + Penalty 3332.630525 = -119312.799530
  nChanged 173
		SP:Iteration 1F (3420.180000 sec): 3 clusters
  Score: Raw -122877.408113 + Penalty 3332.630525 = -119544.777589
  nChanged 40
		SP:Iteration 2Q (3420.180000 sec): 3 clusters
  Score: Raw -122938.337654 + Penalty 3332.630525 = -119605.707130
  nChanged 15
		SP:Iteration 3Q (3420.180000 sec): 3 clusters
  Score: Raw -122960.065121 + Penalty 3332.630525 = -119627.434596
  nChanged 13
		SP:Iteration 4Q (3420.190000 sec): 3 clusters
  Score: Raw -122974.291775 + Penalty 3332.630525 = -119641.661250
  nChanged 7
		SP:Iteration 5Q (3420.190000 sec): 3 clusters
  Score: Raw -122986.752675 + Penalty 3332.630525 = -119654.122150
  nChanged 4
		SP:Iteration 6Q (3420.200000 sec): 3 clusters
  Score: Raw -122992.269353 + Penalty 3332.630525 = -119659.638829
  nChanged 3
		SP:Iteration 7Q (3420.200000 sec): 3 clusters
  Score: Raw -122995.526778 + Penalty 3332.630525 = -119662.896253
  nChanged 3
		SP:Iteration 8Q (3420.200000 sec): 3 clusters
  Score: Raw -122998.081392 + Penalty 3332.630525 = -119665.450868
  nChanged 1
		SP:Iteration 9Q (3420.200000 sec): 3 clusters
  Score: Raw -122999.362476 + Penalty 3332.630525 = -119666.731952
  nChanged 1
		SP:Iteration 10Q (3420.200000 sec): 3 clusters
  Score: Raw -123001.247659 + Penalty 3332.630525 = -119668.617135
  nChanged 1
		SP:Iteration 11Q (3420.210000 sec): 3 clusters
  Score: Raw -123002.165289 + Penalty 3332.630525 = -119669.534765
  nChanged 0
		SP:Iteration 12F (3420.210000 sec): 3 clusters
  Score: Raw -123002.165289 + Penalty 3332.630525 = -119669.534765
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.220000 sec): 2 clusters
  Score: Raw -179904.369306 + Penalty 1762.234960 = -178142.134345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.220000 sec): 3 clusters
  Score: Raw -179603.323166 + Penalty 3524.469920 = -176078.853246
  nChanged 333
		SP:Iteration 1F (3420.230000 sec): 3 clusters
  Score: Raw -179930.197931 + Penalty 3524.469920 = -176405.728011
  nChanged 75
		SP:Iteration 2F (3420.230000 sec): 3 clusters
  Score: Raw -180025.677266 + Penalty 3524.469920 = -176501.207346
  nChanged 37
		SP:Iteration 3Q (3420.240000 sec): 3 clusters
  Score: Raw -180079.445331 + Penalty 3524.469920 = -176554.975410
  nChanged 43
		SP:Iteration 4Q (3420.240000 sec): 3 clusters
  Score: Raw -180132.666730 + Penalty 3524.469920 = -176608.196809
  nChanged 18
		SP:Iteration 5Q (3420.240000 sec): 3 clusters
  Score: Raw -180151.437099 + Penalty 3524.469920 = -176626.967179
  nChanged 14
		SP:Iteration 6Q (3420.250000 sec): 3 clusters
  Score: Raw -180165.841137 + Penalty 3524.469920 = -176641.371216
  nChanged 12
		SP:Iteration 7Q (3420.250000 sec): 3 clusters
  Score: Raw -180178.096960 + Penalty 3524.469920 = -176653.627040
  nChanged 9
		SP:Iteration 8Q (3420.260000 sec): 3 clusters
  Score: Raw -180187.848037 + Penalty 3524.469920 = -176663.378117
  nChanged 10
		SP:Iteration 9Q (3420.260000 sec): 3 clusters
  Score: Raw -180196.040660 + Penalty 3524.469920 = -176671.570740
  nChanged 6
		SP:Iteration 10Q (3420.270000 sec): 3 clusters
  Score: Raw -180207.125606 + Penalty 3524.469920 = -176682.655686
  nChanged 8
		SP:Iteration 11Q (3420.270000 sec): 3 clusters
  Score: Raw -180214.085657 + Penalty 3524.469920 = -176689.615737
  nChanged 6
		SP:Iteration 12Q (3420.280000 sec): 3 clusters
  Score: Raw -180218.317790 + Penalty 3524.469920 = -176693.847869
  nChanged 4
		SP:Iteration 13Q (3420.280000 sec): 3 clusters
  Score: Raw -180223.737040 + Penalty 3524.469920 = -176699.267119
  nChanged 4
		SP:Iteration 14Q (3420.280000 sec): 3 clusters
  Score: Raw -180226.527400 + Penalty 3524.469920 = -176702.057480
  nChanged 2
		SP:Iteration 15Q (3420.290000 sec): 3 clusters
  Score: Raw -180227.372304 + Penalty 3524.469920 = -176702.902384
  nChanged 0
		SP:Iteration 16F (3420.290000 sec): 3 clusters
  Score: Raw -180227.372304 + Penalty 3524.469920 = -176702.902384
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.300000 sec): 2 clusters
  Score: Raw -22540.062065 + Penalty 1297.314937 = -21242.747128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.300000 sec): 3 clusters
  Score: Raw -22911.189100 + Penalty 2594.629874 = -20316.559226
  nChanged 20
		SP:Iteration 1F (3420.300000 sec): 3 clusters
  Score: Raw -22999.577004 + Penalty 2594.629874 = -20404.947131
  nChanged 11
		SP:Iteration 2F (3420.300000 sec): 3 clusters
  Score: Raw -23078.111543 + Penalty 2594.629874 = -20483.481669
  nChanged 8
		SP:Iteration 3Q (3420.300000 sec): 3 clusters
  Score: Raw -23167.721890 + Penalty 2594.629874 = -20573.092016
  nChanged 5
		SP:Iteration 4Q (3420.300000 sec): 3 clusters
  Score: Raw -23198.952773 + Penalty 2594.629874 = -20604.322899
  nChanged 3
		SP:Iteration 5Q (3420.300000 sec): 3 clusters
  Score: Raw -23240.109481 + Penalty 2594.629874 = -20645.479607
  nChanged 3
		SP:Iteration 6Q (3420.300000 sec): 3 clusters
  Score: Raw -23275.191724 + Penalty 2594.629874 = -20680.561850
  nChanged 1
		SP:Iteration 7Q (3420.300000 sec): 3 clusters
  Score: Raw -23281.837332 + Penalty 2594.629874 = -20687.207458
  nChanged 0
		SP:Iteration 8F (3420.300000 sec): 3 clusters
  Score: Raw -23281.837332 + Penalty 2594.629874 = -20687.207458
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (2808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.320000 sec): 2 clusters
  Score: Raw -412082.647571 + Penalty 1969.176486 = -410113.471085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.320000 sec): 3 clusters
  Score: Raw -410878.962460 + Penalty 3938.352972 = -406940.609489
  nChanged 981
		SP:Iteration 1F (3420.340000 sec): 3 clusters
  Score: Raw -411522.910814 + Penalty 3938.352972 = -407584.557842
  nChanged 217
		SP:Iteration 2F (3420.340000 sec): 3 clusters
  Score: Raw -411674.013899 + Penalty 3938.352972 = -407735.660927
  nChanged 133
		SP:Iteration 3Q (3420.360000 sec): 3 clusters
  Score: Raw -411760.806836 + Penalty 3938.352972 = -407822.453865
  nChanged 90
		SP:Iteration 4Q (3420.360000 sec): 3 clusters
  Score: Raw -411819.373875 + Penalty 3938.352972 = -407881.020904
  nChanged 62
		SP:Iteration 5Q (3420.380000 sec): 3 clusters
  Score: Raw -411863.535215 + Penalty 3938.352972 = -407925.182244
  nChanged 44
		SP:Iteration 6Q (3420.390000 sec): 3 clusters
  Score: Raw -411897.768409 + Penalty 3938.352972 = -407959.415438
  nChanged 60
		SP:Iteration 7Q (3420.400000 sec): 3 clusters
  Score: Raw -411940.816938 + Penalty 3938.352972 = -408002.463967
  nChanged 56
		SP:Iteration 8Q (3420.410000 sec): 3 clusters
  Score: Raw -411985.578471 + Penalty 3938.352972 = -408047.225500
  nChanged 37
		SP:Iteration 9Q (3420.420000 sec): 3 clusters
  Score: Raw -412007.941596 + Penalty 3938.352972 = -408069.588625
  nChanged 32
		SP:Iteration 10Q (3420.430000 sec): 3 clusters
  Score: Raw -412031.947643 + Penalty 3938.352972 = -408093.594671
  nChanged 35
		SP:Iteration 11Q (3420.440000 sec): 3 clusters
  Score: Raw -412056.916125 + Penalty 3938.352972 = -408118.563153
  nChanged 40
		SP:Iteration 12Q (3420.450000 sec): 3 clusters
  Score: Raw -412081.424133 + Penalty 3938.352972 = -408143.071162
  nChanged 28
		SP:Iteration 13Q (3420.460000 sec): 3 clusters
  Score: Raw -412095.988914 + Penalty 3938.352972 = -408157.635942
  nChanged 31
		SP:Iteration 14Q (3420.470000 sec): 3 clusters
  Score: Raw -412113.815815 + Penalty 3938.352972 = -408175.462843
  nChanged 22
		SP:Iteration 15Q (3420.480000 sec): 3 clusters
  Score: Raw -412125.901763 + Penalty 3938.352972 = -408187.548791
  nChanged 20
		SP:Iteration 16Q (3420.490000 sec): 3 clusters
  Score: Raw -412136.466859 + Penalty 3938.352972 = -408198.113887
  nChanged 19
		SP:Iteration 17Q (3420.500000 sec): 3 clusters
  Score: Raw -412147.950317 + Penalty 3938.352972 = -408209.597345
  nChanged 18
		SP:Iteration 18Q (3420.510000 sec): 3 clusters
  Score: Raw -412156.635064 + Penalty 3938.352972 = -408218.282092
  nChanged 19
		SP:Iteration 19Q (3420.520000 sec): 3 clusters
  Score: Raw -412167.338348 + Penalty 3938.352972 = -408228.985376
  nChanged 18
		SP:Iteration 20F (3420.530000 sec): 3 clusters
  Score: Raw -412177.353602 + Penalty 3938.352972 = -408239.000631
  nChanged 21
		SP:Iteration 21Q (3420.540000 sec): 3 clusters
  Score: Raw -412193.851156 + Penalty 3938.352972 = -408255.498185
  nChanged 31
		SP:Iteration 22Q (3420.550000 sec): 3 clusters
  Score: Raw -412216.641018 + Penalty 3938.352972 = -408278.288047
  nChanged 33
		SP:Iteration 23Q (3420.560000 sec): 3 clusters
  Score: Raw -412237.125598 + Penalty 3938.352972 = -408298.772627
  nChanged 33
		SP:Iteration 24Q (3420.570000 sec): 3 clusters
  Score: Raw -412258.900518 + Penalty 3938.352972 = -408320.547547
  nChanged 38
		SP:Iteration 25Q (3420.580000 sec): 3 clusters
  Score: Raw -412285.024765 + Penalty 3938.352972 = -408346.671794
  nChanged 45
		SP:Iteration 26Q (3420.590000 sec): 3 clusters
  Score: Raw -412323.968691 + Penalty 3938.352972 = -408385.615720
  nChanged 47
		SP:Iteration 27Q (3420.600000 sec): 3 clusters
  Score: Raw -412361.811861 + Penalty 3938.352972 = -408423.458890
  nChanged 46
		SP:Iteration 28Q (3420.610000 sec): 3 clusters
  Score: Raw -412399.782033 + Penalty 3938.352972 = -408461.429062
  nChanged 48
		SP:Iteration 29Q (3420.620000 sec): 3 clusters
  Score: Raw -412433.882800 + Penalty 3938.352972 = -408495.529828
  nChanged 47
		SP:Iteration 30Q (3420.630000 sec): 3 clusters
  Score: Raw -412479.151949 + Penalty 3938.352972 = -408540.798977
  nChanged 54
		SP:Iteration 31Q (3420.640000 sec): 3 clusters
  Score: Raw -412538.785790 + Penalty 3938.352972 = -408600.432819
  nChanged 61
		SP:Iteration 32Q (3420.650000 sec): 3 clusters
  Score: Raw -412604.141299 + Penalty 3938.352972 = -408665.788328
  nChanged 49
		SP:Iteration 33Q (3420.660000 sec): 3 clusters
  Score: Raw -412660.192628 + Penalty 3938.352972 = -408721.839656
  nChanged 56
		SP:Iteration 34Q (3420.670000 sec): 3 clusters
  Score: Raw -412732.021070 + Penalty 3938.352972 = -408793.668098
  nChanged 56
		SP:Iteration 35Q (3420.680000 sec): 3 clusters
  Score: Raw -412798.340756 + Penalty 3938.352972 = -408859.987785
  nChanged 48
		SP:Iteration 36Q (3420.690000 sec): 3 clusters
  Score: Raw -412841.298733 + Penalty 3938.352972 = -408902.945761
  nChanged 34
		SP:Iteration 37Q (3420.700000 sec): 3 clusters
  Score: Raw -412879.206992 + Penalty 3938.352972 = -408940.854020
  nChanged 29
		SP:Iteration 38Q (3420.700000 sec): 3 clusters
  Score: Raw -412904.458508 + Penalty 3938.352972 = -408966.105536
  nChanged 27
		SP:Iteration 39Q (3420.710000 sec): 3 clusters
  Score: Raw -412921.171364 + Penalty 3938.352972 = -408982.818392
  nChanged 17
		SP:Iteration 40F (3420.720000 sec): 3 clusters
  Score: Raw -412929.452375 + Penalty 3938.352972 = -408991.099404
  nChanged 10
		SP:Iteration 41Q (3420.730000 sec): 3 clusters
  Score: Raw -412934.361789 + Penalty 3938.352972 = -408996.008817
  nChanged 5
		SP:Iteration 42Q (3420.740000 sec): 3 clusters
  Score: Raw -412937.671397 + Penalty 3938.352972 = -408999.318425
  nChanged 3
		SP:Iteration 43Q (3420.750000 sec): 3 clusters
  Score: Raw -412939.841560 + Penalty 3938.352972 = -409001.488588
  nChanged 1
		SP:Iteration 44Q (3420.760000 sec): 3 clusters
  Score: Raw -412940.511943 + Penalty 3938.352972 = -409002.158972
  nChanged 1
		SP:Iteration 45Q (3420.770000 sec): 3 clusters
  Score: Raw -412940.968939 + Penalty 3938.352972 = -409002.615967
  nChanged 0
		SP:Iteration 46F (3420.780000 sec): 3 clusters
  Score: Raw -412940.968939 + Penalty 3938.352972 = -409002.615967
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.780000 sec): 2 clusters
  Score: Raw -77809.852459 + Penalty 1571.093454 = -76238.759005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.780000 sec): 3 clusters
  Score: Raw -77848.107947 + Penalty 3142.186909 = -74705.921038
  nChanged 114
		SP:Iteration 1F (3420.780000 sec): 3 clusters
  Score: Raw -78089.018923 + Penalty 3142.186909 = -74946.832015
  nChanged 38
		SP:Iteration 2F (3420.790000 sec): 3 clusters
  Score: Raw -78268.120227 + Penalty 3142.186909 = -75125.933318
  nChanged 37
		SP:Iteration 3F (3420.790000 sec): 3 clusters
  Score: Raw -78407.084374 + Penalty 3142.186909 = -75264.897466
  nChanged 33
		SP:Iteration 4F (3420.790000 sec): 3 clusters
  Score: Raw -78599.089868 + Penalty 3142.186909 = -75456.902959
  nChanged 23
		SP:Iteration 5Q (3420.800000 sec): 3 clusters
  Score: Raw -78690.222806 + Penalty 3142.186909 = -75548.035897
  nChanged 19
		SP:Iteration 6Q (3420.800000 sec): 3 clusters
  Score: Raw -78757.835730 + Penalty 3142.186909 = -75615.648821
  nChanged 11
		SP:Iteration 7Q (3420.800000 sec): 3 clusters
  Score: Raw -78801.014146 + Penalty 3142.186909 = -75658.827237
  nChanged 5
		SP:Iteration 8Q (3420.800000 sec): 3 clusters
  Score: Raw -78829.674349 + Penalty 3142.186909 = -75687.487440
  nChanged 7
		SP:Iteration 9Q (3420.800000 sec): 3 clusters
  Score: Raw -78876.170291 + Penalty 3142.186909 = -75733.983383
  nChanged 5
		SP:Iteration 10Q (3420.800000 sec): 3 clusters
  Score: Raw -78905.724082 + Penalty 3142.186909 = -75763.537174
  nChanged 1
		SP:Iteration 11Q (3420.800000 sec): 3 clusters
  Score: Raw -78908.263185 + Penalty 3142.186909 = -75766.076277
  nChanged 0
		SP:Iteration 12F (3420.810000 sec): 3 clusters
  Score: Raw -78908.263185 + Penalty 3142.186909 = -75766.076277
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.870000 sec): 2 clusters
  Score: Raw -2463886.960096 + Penalty 2427.429105 = -2461459.530991
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.930000 sec): 3 clusters
  Score: Raw -2453588.674399 + Penalty 4854.858209 = -2448733.816190
  nChanged 7811
		SP:Iteration 1F (3421.000000 sec): 3 clusters
  Score: Raw -2457773.599292 + Penalty 4854.858209 = -2452918.741083
  nChanged 1167
		SP:Iteration 2F (3421.060000 sec): 3 clusters
  Score: Raw -2458361.645853 + Penalty 4854.858209 = -2453506.787644
  nChanged 1075
		SP:Iteration 3F (3421.130000 sec): 3 clusters
  Score: Raw -2458900.312540 + Penalty 4854.858209 = -2454045.454331
  nChanged 968
		SP:Iteration 4F (3421.190000 sec): 3 clusters
  Score: Raw -2459443.276565 + Penalty 4854.858209 = -2454588.418356
  nChanged 924
		SP:Iteration 5F (3421.260000 sec): 3 clusters
  Score: Raw -2459980.422220 + Penalty 4854.858209 = -2455125.564011
  nChanged 920
		SP:Iteration 6F (3421.320000 sec): 3 clusters
  Score: Raw -2460517.715230 + Penalty 4854.858209 = -2455662.857021
  nChanged 902
		SP:Iteration 7F (3421.380000 sec): 3 clusters
  Score: Raw -2461061.964731 + Penalty 4854.858209 = -2456207.106522
  nChanged 851
		SP:Iteration 8Q (3421.450000 sec): 3 clusters
  Score: Raw -2461562.267829 + Penalty 4854.858209 = -2456707.409620
  nChanged 738
		SP:Iteration 9Q (3421.510000 sec): 3 clusters
  Score: Raw -2461972.363026 + Penalty 4854.858209 = -2457117.504817
  nChanged 669
		SP:Iteration 10Q (3421.580000 sec): 3 clusters
  Score: Raw -2462308.148417 + Penalty 4854.858209 = -2457453.290208
  nChanged 528
		SP:Iteration 11Q (3421.640000 sec): 3 clusters
  Score: Raw -2462553.907843 + Penalty 4854.858209 = -2457699.049634
  nChanged 426
		SP:Iteration 12Q (3421.700000 sec): 3 clusters
  Score: Raw -2462714.232038 + Penalty 4854.858209 = -2457859.373829
  nChanged 336
		SP:Iteration 13Q (3421.760000 sec): 3 clusters
  Score: Raw -2462827.919523 + Penalty 4854.858209 = -2457973.061314
  nChanged 251
		SP:Iteration 14Q (3421.830000 sec): 3 clusters
  Score: Raw -2462907.918345 + Penalty 4854.858209 = -2458053.060136
  nChanged 231
		SP:Iteration 15Q (3421.890000 sec): 3 clusters
  Score: Raw -2462980.741534 + Penalty 4854.858209 = -2458125.883325
  nChanged 206
		SP:Iteration 16Q (3421.950000 sec): 3 clusters
  Score: Raw -2463041.140219 + Penalty 4854.858209 = -2458186.282010
  nChanged 183
		SP:Iteration 17Q (3422.010000 sec): 3 clusters
  Score: Raw -2463091.709847 + Penalty 4854.858209 = -2458236.851638
  nChanged 159
		SP:Iteration 18Q (3422.070000 sec): 3 clusters
  Score: Raw -2463134.158612 + Penalty 4854.858209 = -2458279.300403
  nChanged 151
		SP:Iteration 19Q (3422.140000 sec): 3 clusters
  Score: Raw -2463175.259497 + Penalty 4854.858209 = -2458320.401288
  nChanged 161
		SP:Iteration 20F (3422.200000 sec): 3 clusters
  Score: Raw -2463216.617670 + Penalty 4854.858209 = -2458361.759461
  nChanged 134
		SP:Iteration 21Q (3422.260000 sec): 3 clusters
  Score: Raw -2463252.617665 + Penalty 4854.858209 = -2458397.759456
  nChanged 129
		SP:Iteration 22Q (3422.320000 sec): 3 clusters
  Score: Raw -2463286.020388 + Penalty 4854.858209 = -2458431.162179
  nChanged 139
		SP:Iteration 23Q (3422.380000 sec): 3 clusters
  Score: Raw -2463320.279652 + Penalty 4854.858209 = -2458465.421443
  nChanged 147
		SP:Iteration 24Q (3422.440000 sec): 3 clusters
  Score: Raw -2463360.198395 + Penalty 4854.858209 = -2458505.340186
  nChanged 145
		SP:Iteration 25Q (3422.500000 sec): 3 clusters
  Score: Raw -2463398.983691 + Penalty 4854.858209 = -2458544.125482
  nChanged 140
		SP:Iteration 26Q (3422.560000 sec): 3 clusters
  Score: Raw -2463440.960849 + Penalty 4854.858209 = -2458586.102640
  nChanged 157
		SP:Iteration 27Q (3422.620000 sec): 3 clusters
  Score: Raw -2463489.889908 + Penalty 4854.858209 = -2458635.031699
  nChanged 160
		SP:Iteration 28Q (3422.680000 sec): 3 clusters
  Score: Raw -2463535.389574 + Penalty 4854.858209 = -2458680.531365
  nChanged 147
		SP:Iteration 29Q (3422.740000 sec): 3 clusters
  Score: Raw -2463574.330432 + Penalty 4854.858209 = -2458719.472223
  nChanged 132
		SP:Iteration 30Q (3422.800000 sec): 3 clusters
  Score: Raw -2463609.646370 + Penalty 4854.858209 = -2458754.788161
  nChanged 127
		SP:Iteration 31Q (3422.860000 sec): 3 clusters
  Score: Raw -2463638.715614 + Penalty 4854.858209 = -2458783.857405
  nChanged 98
		SP:Iteration 32Q (3422.920000 sec): 3 clusters
  Score: Raw -2463657.031145 + Penalty 4854.858209 = -2458802.172936
  nChanged 90
		SP:Iteration 33Q (3422.980000 sec): 3 clusters
  Score: Raw -2463675.379151 + Penalty 4854.858209 = -2458820.520942
  nChanged 95
		SP:Iteration 34Q (3423.040000 sec): 3 clusters
  Score: Raw -2463697.442015 + Penalty 4854.858209 = -2458842.583806
  nChanged 106
		SP:Iteration 35Q (3423.100000 sec): 3 clusters
  Score: Raw -2463726.031549 + Penalty 4854.858209 = -2458871.173340
  nChanged 97
		SP:Iteration 36Q (3423.160000 sec): 3 clusters
  Score: Raw -2463750.944884 + Penalty 4854.858209 = -2458896.086675
  nChanged 108
		SP:Iteration 37Q (3423.220000 sec): 3 clusters
  Score: Raw -2463778.055074 + Penalty 4854.858209 = -2458923.196865
  nChanged 94
		SP:Iteration 38Q (3423.270000 sec): 3 clusters
  Score: Raw -2463799.009675 + Penalty 4854.858209 = -2458944.151466
  nChanged 91
		SP:Iteration 39Q (3423.330000 sec): 3 clusters
  Score: Raw -2463816.185228 + Penalty 4854.858209 = -2458961.327019
  nChanged 71
		SP:Iteration 40F (3423.400000 sec): 3 clusters
  Score: Raw -2463831.016840 + Penalty 4854.858209 = -2458976.158631
  nChanged 75
		SP:Iteration 41Q (3423.450000 sec): 3 clusters
  Score: Raw -2463849.383773 + Penalty 4854.858209 = -2458994.525564
  nChanged 87
		SP:Iteration 42Q (3423.510000 sec): 3 clusters
  Score: Raw -2463871.487544 + Penalty 4854.858209 = -2459016.629335
  nChanged 95
		SP:Iteration 43Q (3423.570000 sec): 3 clusters
  Score: Raw -2463894.569074 + Penalty 4854.858209 = -2459039.710865
  nChanged 95
		SP:Iteration 44Q (3423.630000 sec): 3 clusters
  Score: Raw -2463917.920073 + Penalty 4854.858209 = -2459063.061864
  nChanged 88
		SP:Iteration 45Q (3423.680000 sec): 3 clusters
  Score: Raw -2463936.588206 + Penalty 4854.858209 = -2459081.729997
  nChanged 75
		SP:Iteration 46Q (3423.740000 sec): 3 clusters
  Score: Raw -2463953.833448 + Penalty 4854.858209 = -2459098.975239
  nChanged 87
		SP:Iteration 47Q (3423.800000 sec): 3 clusters
  Score: Raw -2463970.889311 + Penalty 4854.858209 = -2459116.031101
  nChanged 69
		SP:Iteration 48Q (3423.860000 sec): 3 clusters
  Score: Raw -2463986.388303 + Penalty 4854.858209 = -2459131.530094
  nChanged 67
		SP:Iteration 49Q (3423.920000 sec): 3 clusters
  Score: Raw -2463999.801935 + Penalty 4854.858209 = -2459144.943725
  nChanged 65
		SP:Iteration 50Q (3423.970000 sec): 3 clusters
  Score: Raw -2464012.454892 + Penalty 4854.858209 = -2459157.596683
  nChanged 57
		SP:Iteration 51Q (3424.030000 sec): 3 clusters
  Score: Raw -2464022.106246 + Penalty 4854.858209 = -2459167.248037
  nChanged 51
		SP:Iteration 52Q (3424.090000 sec): 3 clusters
  Score: Raw -2464031.855153 + Penalty 4854.858209 = -2459176.996944
  nChanged 51
		SP:Iteration 53Q (3424.140000 sec): 3 clusters
  Score: Raw -2464041.214172 + Penalty 4854.858209 = -2459186.355963
  nChanged 54
		SP:Iteration 54Q (3424.200000 sec): 3 clusters
  Score: Raw -2464049.786462 + Penalty 4854.858209 = -2459194.928253
  nChanged 51
		SP:Iteration 55Q (3424.260000 sec): 3 clusters
  Score: Raw -2464060.432182 + Penalty 4854.858209 = -2459205.573973
  nChanged 53
		SP:Iteration 56Q (3424.320000 sec): 3 clusters
  Score: Raw -2464070.377991 + Penalty 4854.858209 = -2459215.519781
  nChanged 51
		SP:Iteration 57Q (3424.370000 sec): 3 clusters
  Score: Raw -2464080.003171 + Penalty 4854.858209 = -2459225.144962
  nChanged 44
		SP:Iteration 58Q (3424.430000 sec): 3 clusters
  Score: Raw -2464087.915686 + Penalty 4854.858209 = -2459233.057477
  nChanged 49
		SP:Iteration 59Q (3424.480000 sec): 3 clusters
  Score: Raw -2464097.157740 + Penalty 4854.858209 = -2459242.299531
  nChanged 51
		SP:Iteration 60F (3424.550000 sec): 3 clusters
  Score: Raw -2464108.724008 + Penalty 4854.858209 = -2459253.865799
  nChanged 55
		SP:Iteration 61Q (3424.600000 sec): 3 clusters
  Score: Raw -2464121.327617 + Penalty 4854.858209 = -2459266.469408
  nChanged 53
		SP:Iteration 62Q (3424.660000 sec): 3 clusters
  Score: Raw -2464131.662131 + Penalty 4854.858209 = -2459276.803922
  nChanged 51
		SP:Iteration 63Q (3424.720000 sec): 3 clusters
  Score: Raw -2464143.570257 + Penalty 4854.858209 = -2459288.712048
  nChanged 60
		SP:Iteration 64Q (3424.770000 sec): 3 clusters
  Score: Raw -2464158.203564 + Penalty 4854.858209 = -2459303.345355
  nChanged 52
		SP:Iteration 65Q (3424.830000 sec): 3 clusters
  Score: Raw -2464172.619893 + Penalty 4854.858209 = -2459317.761684
  nChanged 70
		SP:Iteration 66Q (3424.880000 sec): 3 clusters
  Score: Raw -2464191.133101 + Penalty 4854.858209 = -2459336.274892
  nChanged 63
		SP:Iteration 67Q (3424.940000 sec): 3 clusters
  Score: Raw -2464206.308459 + Penalty 4854.858209 = -2459351.450250
  nChanged 64
		SP:Iteration 68Q (3425.000000 sec): 3 clusters
  Score: Raw -2464219.340297 + Penalty 4854.858209 = -2459364.482088
  nChanged 55
		SP:Iteration 69Q (3425.050000 sec): 3 clusters
  Score: Raw -2464228.984852 + Penalty 4854.858209 = -2459374.126643
  nChanged 46
		SP:Iteration 70Q (3425.110000 sec): 3 clusters
  Score: Raw -2464238.402243 + Penalty 4854.858209 = -2459383.544034
  nChanged 52
		SP:Iteration 71Q (3425.170000 sec): 3 clusters
  Score: Raw -2464249.928425 + Penalty 4854.858209 = -2459395.070216
  nChanged 41
		SP:Iteration 72Q (3425.220000 sec): 3 clusters
  Score: Raw -2464257.934315 + Penalty 4854.858209 = -2459403.076106
  nChanged 40
		SP:Iteration 73Q (3425.280000 sec): 3 clusters
  Score: Raw -2464266.141585 + Penalty 4854.858209 = -2459411.283376
  nChanged 49
		SP:Iteration 74Q (3425.330000 sec): 3 clusters
  Score: Raw -2464279.010354 + Penalty 4854.858209 = -2459424.152145
  nChanged 54
		SP:Iteration 75Q (3425.390000 sec): 3 clusters
  Score: Raw -2464295.342915 + Penalty 4854.858209 = -2459440.484706
  nChanged 63
		SP:Iteration 76Q (3425.440000 sec): 3 clusters
  Score: Raw -2464312.489974 + Penalty 4854.858209 = -2459457.631765
  nChanged 56
		SP:Iteration 77Q (3425.500000 sec): 3 clusters
  Score: Raw -2464327.452248 + Penalty 4854.858209 = -2459472.594039
  nChanged 57
		SP:Iteration 78Q (3425.550000 sec): 3 clusters
  Score: Raw -2464341.498239 + Penalty 4854.858209 = -2459486.640030
  nChanged 58
		SP:Iteration 79Q (3425.610000 sec): 3 clusters
  Score: Raw -2464355.459373 + Penalty 4854.858209 = -2459500.601164
  nChanged 54
		SP:Iteration 80F (3425.670000 sec): 3 clusters
  Score: Raw -2464367.757045 + Penalty 4854.858209 = -2459512.898835
  nChanged 49
		SP:Iteration 81Q (3425.720000 sec): 3 clusters
  Score: Raw -2464380.915800 + Penalty 4854.858209 = -2459526.057591
  nChanged 57
		SP:Iteration 82Q (3425.780000 sec): 3 clusters
  Score: Raw -2464395.155288 + Penalty 4854.858209 = -2459540.297079
  nChanged 56
		SP:Iteration 83Q (3425.830000 sec): 3 clusters
  Score: Raw -2464407.952114 + Penalty 4854.858209 = -2459553.093905
  nChanged 56
		SP:Iteration 84Q (3425.890000 sec): 3 clusters
  Score: Raw -2464420.868008 + Penalty 4854.858209 = -2459566.009799
  nChanged 51
		SP:Iteration 85Q (3425.940000 sec): 3 clusters
  Score: Raw -2464433.877070 + Penalty 4854.858209 = -2459579.018861
  nChanged 53
		SP:Iteration 86Q (3426.000000 sec): 3 clusters
  Score: Raw -2464446.130163 + Penalty 4854.858209 = -2459591.271954
  nChanged 52
		SP:Iteration 87Q (3426.050000 sec): 3 clusters
  Score: Raw -2464458.926104 + Penalty 4854.858209 = -2459604.067894
  nChanged 52
		SP:Iteration 88Q (3426.100000 sec): 3 clusters
  Score: Raw -2464475.717603 + Penalty 4854.858209 = -2459620.859394
  nChanged 76
		SP:Iteration 89Q (3426.160000 sec): 3 clusters
  Score: Raw -2464498.757694 + Penalty 4854.858209 = -2459643.899485
  nChanged 69
		SP:Iteration 90Q (3426.210000 sec): 3 clusters
  Score: Raw -2464518.495308 + Penalty 4854.858209 = -2459663.637099
  nChanged 65
		SP:Iteration 91Q (3426.260000 sec): 3 clusters
  Score: Raw -2464538.074455 + Penalty 4854.858209 = -2459683.216246
  nChanged 69
		SP:Iteration 92Q (3426.320000 sec): 3 clusters
  Score: Raw -2464560.986921 + Penalty 4854.858209 = -2459706.128712
  nChanged 71
		SP:Iteration 93Q (3426.370000 sec): 3 clusters
  Score: Raw -2464582.803571 + Penalty 4854.858209 = -2459727.945362
  nChanged 54
		SP:Iteration 94Q (3426.420000 sec): 3 clusters
  Score: Raw -2464598.040306 + Penalty 4854.858209 = -2459743.182097
  nChanged 59
		SP:Iteration 95Q (3426.480000 sec): 3 clusters
  Score: Raw -2464615.255977 + Penalty 4854.858209 = -2459760.397768
  nChanged 59
		SP:Iteration 96Q (3426.530000 sec): 3 clusters
  Score: Raw -2464631.497402 + Penalty 4854.858209 = -2459776.639193
  nChanged 54
		SP:Iteration 97Q (3426.580000 sec): 3 clusters
  Score: Raw -2464645.390789 + Penalty 4854.858209 = -2459790.532579
  nChanged 47
		SP:Iteration 98Q (3426.640000 sec): 3 clusters
  Score: Raw -2464659.432070 + Penalty 4854.858209 = -2459804.573861
  nChanged 55
		SP:Iteration 99Q (3426.690000 sec): 3 clusters
  Score: Raw -2464674.179313 + Penalty 4854.858209 = -2459819.321104
  nChanged 55
		SP:Iteration 100F (3426.750000 sec): 3 clusters
  Score: Raw -2464688.747474 + Penalty 4854.858209 = -2459833.889264
  nChanged 43
		SP:Iteration 101Q (3426.800000 sec): 3 clusters
  Score: Raw -2464703.330554 + Penalty 4854.858209 = -2459848.472344
  nChanged 41
		SP:Iteration 102Q (3426.860000 sec): 3 clusters
  Score: Raw -2464714.900172 + Penalty 4854.858209 = -2459860.041963
  nChanged 31
		SP:Iteration 103Q (3426.910000 sec): 3 clusters
  Score: Raw -2464722.238837 + Penalty 4854.858209 = -2459867.380628
  nChanged 23
		SP:Iteration 104Q (3426.960000 sec): 3 clusters
  Score: Raw -2464727.379130 + Penalty 4854.858209 = -2459872.520921
  nChanged 27
		SP:Iteration 105Q (3427.010000 sec): 3 clusters
  Score: Raw -2464735.077484 + Penalty 4854.858209 = -2459880.219275
  nChanged 31
		SP:Iteration 106Q (3427.060000 sec): 3 clusters
  Score: Raw -2464744.142391 + Penalty 4854.858209 = -2459889.284182
  nChanged 33
		SP:Iteration 107Q (3427.110000 sec): 3 clusters
  Score: Raw -2464752.825024 + Penalty 4854.858209 = -2459897.966815
  nChanged 28
		SP:Iteration 108Q (3427.160000 sec): 3 clusters
  Score: Raw -2464759.832410 + Penalty 4854.858209 = -2459904.974201
  nChanged 25
		SP:Iteration 109Q (3427.220000 sec): 3 clusters
  Score: Raw -2464768.114426 + Penalty 4854.858209 = -2459913.256217
  nChanged 23
		SP:Iteration 110Q (3427.270000 sec): 3 clusters
  Score: Raw -2464773.939943 + Penalty 4854.858209 = -2459919.081734
  nChanged 21
		SP:Iteration 111Q (3427.320000 sec): 3 clusters
  Score: Raw -2464778.506593 + Penalty 4854.858209 = -2459923.648383
  nChanged 13
		SP:Iteration 112Q (3427.370000 sec): 3 clusters
  Score: Raw -2464781.366139 + Penalty 4854.858209 = -2459926.507930
  nChanged 13
		SP:Iteration 113Q (3427.420000 sec): 3 clusters
  Score: Raw -2464784.803172 + Penalty 4854.858209 = -2459929.944963
  nChanged 13
		SP:Iteration 114Q (3427.470000 sec): 3 clusters
  Score: Raw -2464788.204886 + Penalty 4854.858209 = -2459933.346677
  nChanged 15
		SP:Iteration 115Q (3427.520000 sec): 3 clusters
  Score: Raw -2464790.829382 + Penalty 4854.858209 = -2459935.971172
  nChanged 7
		SP:Iteration 116Q (3427.570000 sec): 3 clusters
  Score: Raw -2464792.319846 + Penalty 4854.858209 = -2459937.461637
  nChanged 9
		SP:Iteration 117Q (3427.620000 sec): 3 clusters
  Score: Raw -2464794.162919 + Penalty 4854.858209 = -2459939.304710
  nChanged 14
		SP:Iteration 118Q (3427.670000 sec): 3 clusters
  Score: Raw -2464797.980539 + Penalty 4854.858209 = -2459943.122330
  nChanged 12
		SP:Iteration 119Q (3427.720000 sec): 3 clusters
  Score: Raw -2464800.694763 + Penalty 4854.858209 = -2459945.836554
  nChanged 9
		SP:Iteration 120F (3427.790000 sec): 3 clusters
  Score: Raw -2464802.107640 + Penalty 4854.858209 = -2459947.249431
  nChanged 5
		SP:Iteration 121Q (3427.840000 sec): 3 clusters
  Score: Raw -2464802.880509 + Penalty 4854.858209 = -2459948.022300
  nChanged 7
		SP:Iteration 122Q (3427.890000 sec): 3 clusters
  Score: Raw -2464803.960904 + Penalty 4854.858209 = -2459949.102695
  nChanged 4
		SP:Iteration 123Q (3427.940000 sec): 3 clusters
  Score: Raw -2464804.475122 + Penalty 4854.858209 = -2459949.616913
  nChanged 5
		SP:Iteration 124Q (3427.990000 sec): 3 clusters
  Score: Raw -2464805.221668 + Penalty 4854.858209 = -2459950.363459
  nChanged 4
		SP:Iteration 125Q (3428.040000 sec): 3 clusters
  Score: Raw -2464806.153092 + Penalty 4854.858209 = -2459951.294883
  nChanged 3
		SP:Iteration 126Q (3428.100000 sec): 3 clusters
  Score: Raw -2464807.200592 + Penalty 4854.858209 = -2459952.342383
  nChanged 5
		SP:Iteration 127Q (3428.140000 sec): 3 clusters
  Score: Raw -2464808.847211 + Penalty 4854.858209 = -2459953.989002
  nChanged 5
		SP:Iteration 128Q (3428.200000 sec): 3 clusters
  Score: Raw -2464809.674428 + Penalty 4854.858209 = -2459954.816219
  nChanged 4
		SP:Iteration 129Q (3428.250000 sec): 3 clusters
  Score: Raw -2464811.296599 + Penalty 4854.858209 = -2459956.438390
  nChanged 7
		SP:Iteration 130Q (3428.300000 sec): 3 clusters
  Score: Raw -2464812.902632 + Penalty 4854.858209 = -2459958.044423
  nChanged 7
		SP:Iteration 131Q (3428.350000 sec): 3 clusters
  Score: Raw -2464814.518844 + Penalty 4854.858209 = -2459959.660635
  nChanged 6
		SP:Iteration 132Q (3428.400000 sec): 3 clusters
  Score: Raw -2464815.560953 + Penalty 4854.858209 = -2459960.702744
  nChanged 5
		SP:Iteration 133Q (3428.450000 sec): 3 clusters
  Score: Raw -2464816.593693 + Penalty 4854.858209 = -2459961.735484
  nChanged 8
		SP:Iteration 134Q (3428.500000 sec): 3 clusters
  Score: Raw -2464818.089175 + Penalty 4854.858209 = -2459963.230966
  nChanged 2
		SP:Iteration 135Q (3428.550000 sec): 3 clusters
  Score: Raw -2464818.283506 + Penalty 4854.858209 = -2459963.425297
  nChanged 2
		SP:Iteration 136Q (3428.600000 sec): 3 clusters
  Score: Raw -2464818.666485 + Penalty 4854.858209 = -2459963.808276
  nChanged 2
		SP:Iteration 137Q (3428.650000 sec): 3 clusters
  Score: Raw -2464819.236051 + Penalty 4854.858209 = -2459964.377842
  nChanged 3
		SP:Iteration 138Q (3428.700000 sec): 3 clusters
  Score: Raw -2464819.760031 + Penalty 4854.858209 = -2459964.901822
  nChanged 2
		SP:Iteration 139Q (3428.750000 sec): 3 clusters
  Score: Raw -2464820.103783 + Penalty 4854.858209 = -2459965.245574
  nChanged 3
		SP:Iteration 140F (3428.820000 sec): 3 clusters
  Score: Raw -2464820.599183 + Penalty 4854.858209 = -2459965.740974
  nChanged 4
		SP:Iteration 141Q (3428.870000 sec): 3 clusters
  Score: Raw -2464821.529321 + Penalty 4854.858209 = -2459966.671112
  nChanged 4
		SP:Iteration 142Q (3428.920000 sec): 3 clusters
  Score: Raw -2464822.297251 + Penalty 4854.858209 = -2459967.439042
  nChanged 3
		SP:Iteration 143Q (3428.970000 sec): 3 clusters
  Score: Raw -2464823.118878 + Penalty 4854.858209 = -2459968.260669
  nChanged 2
		SP:Iteration 144Q (3429.020000 sec): 3 clusters
  Score: Raw -2464823.469783 + Penalty 4854.858209 = -2459968.611574
  nChanged 1
		SP:Iteration 145Q (3429.070000 sec): 3 clusters
  Score: Raw -2464823.592500 + Penalty 4854.858209 = -2459968.734291
  nChanged 1
		SP:Iteration 146Q (3429.120000 sec): 3 clusters
  Score: Raw -2464823.832075 + Penalty 4854.858209 = -2459968.973866
  nChanged 0
		SP:Iteration 147F (3429.190000 sec): 3 clusters
  Score: Raw -2464823.832075 + Penalty 4854.858209 = -2459968.973866
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3429.210000 sec): 2 clusters
  Score: Raw -1055439.629180 + Penalty 2202.454175 = -1053237.175005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3429.240000 sec): 3 clusters
  Score: Raw -1051834.624004 + Penalty 4404.908350 = -1047429.715654
  nChanged 2833
		SP:Iteration 1F (3429.270000 sec): 3 clusters
  Score: Raw -1053338.536097 + Penalty 4404.908350 = -1048933.627747
  nChanged 478
		SP:Iteration 2F (3429.290000 sec): 3 clusters
  Score: Raw -1053576.438278 + Penalty 4404.908350 = -1049171.529928
  nChanged 360
		SP:Iteration 3F (3429.320000 sec): 3 clusters
  Score: Raw -1053750.384130 + Penalty 4404.908350 = -1049345.475779
  nChanged 291
		SP:Iteration 4Q (3429.350000 sec): 3 clusters
  Score: Raw -1053893.618892 + Penalty 4404.908350 = -1049488.710541
  nChanged 245
		SP:Iteration 5Q (3429.370000 sec): 3 clusters
  Score: Raw -1054009.059826 + Penalty 4404.908350 = -1049604.151475
  nChanged 203
		SP:Iteration 6Q (3429.400000 sec): 3 clusters
  Score: Raw -1054094.129438 + Penalty 4404.908350 = -1049689.221087
  nChanged 173
		SP:Iteration 7Q (3429.420000 sec): 3 clusters
  Score: Raw -1054167.479230 + Penalty 4404.908350 = -1049762.570880
  nChanged 155
		SP:Iteration 8Q (3429.450000 sec): 3 clusters
  Score: Raw -1054238.751187 + Penalty 4404.908350 = -1049833.842837
  nChanged 152
		SP:Iteration 9Q (3429.470000 sec): 3 clusters
  Score: Raw -1054311.975660 + Penalty 4404.908350 = -1049907.067309
  nChanged 155
		SP:Iteration 10Q (3429.500000 sec): 3 clusters
  Score: Raw -1054390.788476 + Penalty 4404.908350 = -1049985.880125
  nChanged 154
		SP:Iteration 11Q (3429.530000 sec): 3 clusters
  Score: Raw -1054459.948207 + Penalty 4404.908350 = -1050055.039857
  nChanged 150
		SP:Iteration 12Q (3429.550000 sec): 3 clusters
  Score: Raw -1054528.623375 + Penalty 4404.908350 = -1050123.715025
  nChanged 149
		SP:Iteration 13Q (3429.580000 sec): 3 clusters
  Score: Raw -1054616.491554 + Penalty 4404.908350 = -1050211.583203
  nChanged 169
		SP:Iteration 14Q (3429.600000 sec): 3 clusters
  Score: Raw -1054711.704773 + Penalty 4404.908350 = -1050306.796422
  nChanged 168
		SP:Iteration 15Q (3429.630000 sec): 3 clusters
  Score: Raw -1054800.142007 + Penalty 4404.908350 = -1050395.233656
  nChanged 161
		SP:Iteration 16Q (3429.650000 sec): 3 clusters
  Score: Raw -1054890.810078 + Penalty 4404.908350 = -1050485.901727
  nChanged 162
		SP:Iteration 17Q (3429.680000 sec): 3 clusters
  Score: Raw -1054978.990259 + Penalty 4404.908350 = -1050574.081909
  nChanged 150
		SP:Iteration 18Q (3429.710000 sec): 3 clusters
  Score: Raw -1055049.990547 + Penalty 4404.908350 = -1050645.082197
  nChanged 147
		SP:Iteration 19Q (3429.730000 sec): 3 clusters
  Score: Raw -1055128.561389 + Penalty 4404.908350 = -1050723.653038
  nChanged 143
		SP:Iteration 20F (3429.750000 sec): 3 clusters
  Score: Raw -1055211.032661 + Penalty 4404.908350 = -1050806.124311
  nChanged 132
		SP:Iteration 21Q (3429.780000 sec): 3 clusters
  Score: Raw -1055284.023027 + Penalty 4404.908350 = -1050879.114676
  nChanged 119
		SP:Iteration 22Q (3429.800000 sec): 3 clusters
  Score: Raw -1055349.312360 + Penalty 4404.908350 = -1050944.404010
  nChanged 108
		SP:Iteration 23Q (3429.830000 sec): 3 clusters
  Score: Raw -1055412.626207 + Penalty 4404.908350 = -1051007.717856
  nChanged 98
		SP:Iteration 24Q (3429.850000 sec): 3 clusters
  Score: Raw -1055476.416835 + Penalty 4404.908350 = -1051071.508485
  nChanged 94
		SP:Iteration 25Q (3429.870000 sec): 3 clusters
  Score: Raw -1055538.155422 + Penalty 4404.908350 = -1051133.247072
  nChanged 90
		SP:Iteration 26Q (3429.900000 sec): 3 clusters
  Score: Raw -1055588.425613 + Penalty 4404.908350 = -1051183.517263
  nChanged 72
		SP:Iteration 27Q (3429.920000 sec): 3 clusters
  Score: Raw -1055628.511669 + Penalty 4404.908350 = -1051223.603318
  nChanged 67
		SP:Iteration 28Q (3429.940000 sec): 3 clusters
  Score: Raw -1055667.156135 + Penalty 4404.908350 = -1051262.247785
  nChanged 57
		SP:Iteration 29Q (3429.970000 sec): 3 clusters
  Score: Raw -1055699.269370 + Penalty 4404.908350 = -1051294.361019
  nChanged 43
		SP:Iteration 30Q (3429.990000 sec): 3 clusters
  Score: Raw -1055727.410189 + Penalty 4404.908350 = -1051322.501838
  nChanged 55
		SP:Iteration 31Q (3430.010000 sec): 3 clusters
  Score: Raw -1055765.508843 + Penalty 4404.908350 = -1051360.600492
  nChanged 46
		SP:Iteration 32Q (3430.030000 sec): 3 clusters
  Score: Raw -1055795.329586 + Penalty 4404.908350 = -1051390.421236
  nChanged 29
		SP:Iteration 33Q (3430.050000 sec): 3 clusters
  Score: Raw -1055813.785083 + Penalty 4404.908350 = -1051408.876732
  nChanged 23
		SP:Iteration 34Q (3430.070000 sec): 3 clusters
  Score: Raw -1055831.121077 + Penalty 4404.908350 = -1051426.212727
  nChanged 25
		SP:Iteration 35Q (3430.090000 sec): 3 clusters
  Score: Raw -1055847.163421 + Penalty 4404.908350 = -1051442.255071
  nChanged 21
		SP:Iteration 36Q (3430.110000 sec): 3 clusters
  Score: Raw -1055858.671337 + Penalty 4404.908350 = -1051453.762986
  nChanged 15
		SP:Iteration 37Q (3430.140000 sec): 3 clusters
  Score: Raw -1055867.810206 + Penalty 4404.908350 = -1051462.901855
  nChanged 15
		SP:Iteration 38Q (3430.160000 sec): 3 clusters
  Score: Raw -1055876.471917 + Penalty 4404.908350 = -1051471.563567
  nChanged 9
		SP:Iteration 39Q (3430.180000 sec): 3 clusters
  Score: Raw -1055881.242364 + Penalty 4404.908350 = -1051476.334013
  nChanged 7
		SP:Iteration 40F (3430.210000 sec): 3 clusters
  Score: Raw -1055884.957370 + Penalty 4404.908350 = -1051480.049020
  nChanged 7
		SP:Iteration 41Q (3430.230000 sec): 3 clusters
  Score: Raw -1055889.177022 + Penalty 4404.908350 = -1051484.268671
  nChanged 5
		SP:Iteration 42Q (3430.250000 sec): 3 clusters
  Score: Raw -1055891.416644 + Penalty 4404.908350 = -1051486.508294
  nChanged 5
		SP:Iteration 43Q (3430.270000 sec): 3 clusters
  Score: Raw -1055893.811266 + Penalty 4404.908350 = -1051488.902916
  nChanged 2
		SP:Iteration 44Q (3430.290000 sec): 3 clusters
  Score: Raw -1055895.174641 + Penalty 4404.908350 = -1051490.266290
  nChanged 3
		SP:Iteration 45Q (3430.310000 sec): 3 clusters
  Score: Raw -1055897.038247 + Penalty 4404.908350 = -1051492.129897
  nChanged 1
		SP:Iteration 46Q (3430.330000 sec): 3 clusters
  Score: Raw -1055897.434763 + Penalty 4404.908350 = -1051492.526412
  nChanged 0
		SP:Iteration 47F (3430.360000 sec): 3 clusters
  Score: Raw -1055897.434763 + Penalty 4404.908350 = -1051492.526412
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (100206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3430.710000 sec): 2 clusters
  Score: Raw -14806760.866555 + Penalty 2855.715870 = -14803905.150685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3431.090000 sec): 3 clusters
  Score: Raw -14742802.265160 + Penalty 5711.431740 = -14737090.833421
  nChanged 47284
		SP:Iteration 1F (3431.470000 sec): 3 clusters
  Score: Raw -14770017.240153 + Penalty 5711.431740 = -14764305.808413
  nChanged 3817
		SP:Iteration 2Q (3431.860000 sec): 3 clusters
  Score: Raw -14771167.834244 + Penalty 5711.431740 = -14765456.402504
  nChanged 4323
		SP:Iteration 3Q (3432.250000 sec): 3 clusters
  Score: Raw -14772730.988510 + Penalty 5711.431740 = -14767019.556771
  nChanged 5047
		SP:Iteration 4F (3432.630000 sec): 3 clusters
  Score: Raw -14774994.577154 + Penalty 5711.431740 = -14769283.145414
  nChanged 5888
		SP:Iteration 5F (3433.010000 sec): 3 clusters
  Score: Raw -14778293.135373 + Penalty 5711.431740 = -14772581.703633
  nChanged 6757
		SP:Iteration 6F (3433.390000 sec): 3 clusters
  Score: Raw -14782831.697512 + Penalty 5711.431740 = -14777120.265772
  nChanged 7136
		SP:Iteration 7F (3433.770000 sec): 3 clusters
  Score: Raw -14788297.374774 + Penalty 5711.431740 = -14782585.943035
  nChanged 6793
		SP:Iteration 8F (3434.150000 sec): 3 clusters
  Score: Raw -14793926.440807 + Penalty 5711.431740 = -14788215.009067
  nChanged 5689
		SP:Iteration 9F (3434.530000 sec): 3 clusters
  Score: Raw -14798813.930895 + Penalty 5711.431740 = -14793102.499156
  nChanged 4091
		SP:Iteration 10Q (3434.900000 sec): 3 clusters
  Score: Raw -14802278.856748 + Penalty 5711.431740 = -14796567.425008
  nChanged 2650
		SP:Iteration 11Q (3435.250000 sec): 3 clusters
  Score: Raw -14804530.405349 + Penalty 5711.431740 = -14798818.973609
  nChanged 1489
		SP:Iteration 12Q (3435.580000 sec): 3 clusters
  Score: Raw -14805773.716297 + Penalty 5711.431740 = -14800062.284557
  nChanged 779
		SP:Iteration 13Q (3435.890000 sec): 3 clusters
  Score: Raw -14806415.243916 + Penalty 5711.431740 = -14800703.812176
  nChanged 426
		SP:Iteration 14Q (3436.180000 sec): 3 clusters
  Score: Raw -14806759.506101 + Penalty 5711.431740 = -14801048.074361
  nChanged 249
		SP:Iteration 15Q (3436.470000 sec): 3 clusters
  Score: Raw -14806958.905434 + Penalty 5711.431740 = -14801247.473694
  nChanged 156
		SP:Iteration 16Q (3436.750000 sec): 3 clusters
  Score: Raw -14807086.296260 + Penalty 5711.431740 = -14801374.864521
  nChanged 100
		SP:Iteration 17Q (3437.030000 sec): 3 clusters
  Score: Raw -14807148.723622 + Penalty 5711.431740 = -14801437.291883
  nChanged 62
		SP:Iteration 18Q (3437.300000 sec): 3 clusters
  Score: Raw -14807184.145263 + Penalty 5711.431740 = -14801472.713523
  nChanged 32
		SP:Iteration 19Q (3437.580000 sec): 3 clusters
  Score: Raw -14807203.967599 + Penalty 5711.431740 = -14801492.535859
  nChanged 31
		SP:Iteration 20F (3437.950000 sec): 3 clusters
  Score: Raw -14807224.356472 + Penalty 5711.431740 = -14801512.924732
  nChanged 23
		SP:Iteration 21Q (3438.230000 sec): 3 clusters
  Score: Raw -14807234.671948 + Penalty 5711.431740 = -14801523.240209
  nChanged 12
		SP:Iteration 22Q (3438.500000 sec): 3 clusters
  Score: Raw -14807240.704591 + Penalty 5711.431740 = -14801529.272851
  nChanged 5
		SP:Iteration 23Q (3438.780000 sec): 3 clusters
  Score: Raw -14807242.098777 + Penalty 5711.431740 = -14801530.667038
  nChanged 3
		SP:Iteration 24Q (3439.050000 sec): 3 clusters
  Score: Raw -14807243.059091 + Penalty 5711.431740 = -14801531.627352
  nChanged 0
		SP:Iteration 25F (3439.430000 sec): 3 clusters
  Score: Raw -14807243.059091 + Penalty 5711.431740 = -14801531.627352
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3439.480000 sec): 2 clusters
  Score: Raw -35204.480717 + Penalty 1371.298414 = -33833.182303
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3439.480000 sec): 3 clusters
  Score: Raw -35351.414236 + Penalty 2742.596827 = -32608.817408
  nChanged 30
		SP:Iteration 1F (3439.480000 sec): 3 clusters
  Score: Raw -35471.241305 + Penalty 2742.596827 = -32728.644478
  nChanged 2
		SP:Iteration 2Q (3439.480000 sec): 3 clusters
  Score: Raw -35478.018505 + Penalty 2742.596827 = -32735.421678
  nChanged 1
		SP:Iteration 3Q (3439.480000 sec): 3 clusters
  Score: Raw -35480.787657 + Penalty 2742.596827 = -32738.190830
  nChanged 1
		SP:Iteration 4Q (3439.490000 sec): 3 clusters
  Score: Raw -35486.990630 + Penalty 2742.596827 = -32744.393802
  nChanged 2
		SP:Iteration 5Q (3439.490000 sec): 3 clusters
  Score: Raw -35492.178707 + Penalty 2742.596827 = -32749.581880
  nChanged 0
		SP:Iteration 6F (3439.490000 sec): 3 clusters
  Score: Raw -35492.178707 + Penalty 2742.596827 = -32749.581880
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (259069 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3440.400000 sec): 2 clusters
  Score: Raw -38341964.255141 + Penalty 3091.282729 = -38338872.972412
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3441.390000 sec): 3 clusters
  Score: Raw -38171551.039248 + Penalty 6182.565458 = -38165368.473789
  nChanged 124639
		SP:Iteration 1F (3442.380000 sec): 3 clusters
  Score: Raw -38245687.859371 + Penalty 6182.565458 = -38239505.293913
  nChanged 7469
		SP:Iteration 2Q (3443.390000 sec): 3 clusters
  Score: Raw -38247353.716857 + Penalty 6182.565458 = -38241171.151398
  nChanged 8796
		SP:Iteration 3Q (3444.400000 sec): 3 clusters
  Score: Raw -38249828.007374 + Penalty 6182.565458 = -38243645.441916
  nChanged 10955
		SP:Iteration 4Q (3445.400000 sec): 3 clusters
  Score: Raw -38253955.754235 + Penalty 6182.565458 = -38247773.188777
  nChanged 14465
		SP:Iteration 5F (3446.390000 sec): 3 clusters
  Score: Raw -38261424.487339 + Penalty 6182.565458 = -38255241.921881
  nChanged 18833
		SP:Iteration 6F (3447.390000 sec): 3 clusters
  Score: Raw -38274233.455168 + Penalty 6182.565458 = -38268050.889709
  nChanged 22313
		SP:Iteration 7F (3448.390000 sec): 3 clusters
  Score: Raw -38293204.878013 + Penalty 6182.565458 = -38287022.312555
  nChanged 22080
		SP:Iteration 8F (3449.360000 sec): 3 clusters
  Score: Raw -38314631.746706 + Penalty 6182.565458 = -38308449.181247
  nChanged 16200
		SP:Iteration 9F (3450.350000 sec): 3 clusters
  Score: Raw -38330824.325912 + Penalty 6182.565458 = -38324641.760454
  nChanged 8095
		SP:Iteration 10Q (3451.310000 sec): 3 clusters
  Score: Raw -38338657.764812 + Penalty 6182.565458 = -38332475.199354
  nChanged 2782
		SP:Iteration 11Q (3452.170000 sec): 3 clusters
  Score: Raw -38341178.639629 + Penalty 6182.565458 = -38334996.074170
  nChanged 747
		SP:Iteration 12Q (3452.930000 sec): 3 clusters
  Score: Raw -38341883.167447 + Penalty 6182.565458 = -38335700.601988
  nChanged 173
		SP:Iteration 13Q (3453.640000 sec): 3 clusters
  Score: Raw -38342095.044085 + Penalty 6182.565458 = -38335912.478627
  nChanged 49
		SP:Iteration 14Q (3454.340000 sec): 3 clusters
  Score: Raw -38342181.962848 + Penalty 6182.565458 = -38335999.397390
  nChanged 40
		SP:Iteration 15Q (3455.030000 sec): 3 clusters
  Score: Raw -38342244.463673 + Penalty 6182.565458 = -38336061.898214
  nChanged 19
		SP:Iteration 16Q (3455.730000 sec): 3 clusters
  Score: Raw -38342276.528020 + Penalty 6182.565458 = -38336093.962561
  nChanged 14
		SP:Iteration 17Q (3456.410000 sec): 3 clusters
  Score: Raw -38342300.943641 + Penalty 6182.565458 = -38336118.378183
  nChanged 6
		SP:Iteration 18Q (3457.110000 sec): 3 clusters
  Score: Raw -38342311.201730 + Penalty 6182.565458 = -38336128.636272
  nChanged 0
		SP:Iteration 19F (3458.070000 sec): 3 clusters
  Score: Raw -38342311.201730 + Penalty 6182.565458 = -38336128.636272
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3458.190000 sec): 2 clusters
  Score: Raw -64181.902047 + Penalty 1533.668925 = -62648.233122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3458.190000 sec): 3 clusters
  Score: Raw -64212.122014 + Penalty 3067.337850 = -61144.784164
  nChanged 96
		SP:Iteration 1F (3458.190000 sec): 3 clusters
  Score: Raw -64459.386450 + Penalty 3067.337850 = -61392.048600
  nChanged 27
		SP:Iteration 2F (3458.190000 sec): 3 clusters
  Score: Raw -64548.755786 + Penalty 3067.337850 = -61481.417936
  nChanged 20
		SP:Iteration 3Q (3458.190000 sec): 3 clusters
  Score: Raw -64644.062148 + Penalty 3067.337850 = -61576.724298
  nChanged 15
		SP:Iteration 4Q (3458.190000 sec): 3 clusters
  Score: Raw -64841.685198 + Penalty 3067.337850 = -61774.347348
  nChanged 12
		SP:Iteration 5Q (3458.190000 sec): 3 clusters
  Score: Raw -64903.981397 + Penalty 3067.337850 = -61836.643547
  nChanged 12
		SP:Iteration 6Q (3458.200000 sec): 3 clusters
  Score: Raw -64940.179219 + Penalty 3067.337850 = -61872.841369
  nChanged 12
		SP:Iteration 7Q (3458.200000 sec): 3 clusters
  Score: Raw -64979.210629 + Penalty 3067.337850 = -61911.872779
  nChanged 4
		SP:Iteration 8Q (3458.200000 sec): 3 clusters
  Score: Raw -64989.143590 + Penalty 3067.337850 = -61921.805740
  nChanged 1
		SP:Iteration 9Q (3458.200000 sec): 3 clusters
  Score: Raw -64991.871353 + Penalty 3067.337850 = -61924.533503
  nChanged 1
		SP:Iteration 10Q (3458.200000 sec): 3 clusters
  Score: Raw -64995.345964 + Penalty 3067.337850 = -61928.008114
  nChanged 1
		SP:Iteration 11Q (3458.210000 sec): 3 clusters
  Score: Raw -65001.377335 + Penalty 3067.337850 = -61934.039485
  nChanged 0
		SP:Iteration 12F (3458.210000 sec): 3 clusters
  Score: Raw -65001.377335 + Penalty 3067.337850 = -61934.039485
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (7623 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3458.230000 sec): 2 clusters
  Score: Raw -1095036.858338 + Penalty 2216.853467 = -1092820.004871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3458.260000 sec): 3 clusters
  Score: Raw -1091083.361650 + Penalty 4433.706935 = -1086649.654715
  nChanged 3068
		SP:Iteration 1F (3458.290000 sec): 3 clusters
  Score: Raw -1092653.160822 + Penalty 4433.706935 = -1088219.453887
  nChanged 493
		SP:Iteration 2F (3458.320000 sec): 3 clusters
  Score: Raw -1092884.998440 + Penalty 4433.706935 = -1088451.291505
  nChanged 370
		SP:Iteration 3Q (3458.350000 sec): 3 clusters
  Score: Raw -1093044.105347 + Penalty 4433.706935 = -1088610.398412
  nChanged 297
		SP:Iteration 4Q (3458.370000 sec): 3 clusters
  Score: Raw -1093175.286506 + Penalty 4433.706935 = -1088741.579571
  nChanged 261
		SP:Iteration 5Q (3458.400000 sec): 3 clusters
  Score: Raw -1093283.645675 + Penalty 4433.706935 = -1088849.938740
  nChanged 233
		SP:Iteration 6Q (3458.430000 sec): 3 clusters
  Score: Raw -1093396.803364 + Penalty 4433.706935 = -1088963.096429
  nChanged 222
		SP:Iteration 7Q (3458.460000 sec): 3 clusters
  Score: Raw -1093522.026934 + Penalty 4433.706935 = -1089088.319999
  nChanged 213
		SP:Iteration 8Q (3458.490000 sec): 3 clusters
  Score: Raw -1093637.797108 + Penalty 4433.706935 = -1089204.090173
  nChanged 225
		SP:Iteration 9Q (3458.510000 sec): 3 clusters
  Score: Raw -1093746.647113 + Penalty 4433.706935 = -1089312.940178
  nChanged 223
		SP:Iteration 10Q (3458.540000 sec): 3 clusters
  Score: Raw -1093862.258612 + Penalty 4433.706935 = -1089428.551677
  nChanged 206
		SP:Iteration 11Q (3458.570000 sec): 3 clusters
  Score: Raw -1093968.213679 + Penalty 4433.706935 = -1089534.506744
  nChanged 193
		SP:Iteration 12Q (3458.590000 sec): 3 clusters
  Score: Raw -1094076.835790 + Penalty 4433.706935 = -1089643.128855
  nChanged 201
		SP:Iteration 13Q (3458.620000 sec): 3 clusters
  Score: Raw -1094199.140011 + Penalty 4433.706935 = -1089765.433076
  nChanged 212
		SP:Iteration 14Q (3458.650000 sec): 3 clusters
  Score: Raw -1094320.540874 + Penalty 4433.706935 = -1089886.833939
  nChanged 190
		SP:Iteration 15Q (3458.680000 sec): 3 clusters
  Score: Raw -1094416.083993 + Penalty 4433.706935 = -1089982.377058
  nChanged 173
		SP:Iteration 16Q (3458.710000 sec): 3 clusters
  Score: Raw -1094507.375071 + Penalty 4433.706935 = -1090073.668136
  nChanged 174
		SP:Iteration 17Q (3458.730000 sec): 3 clusters
  Score: Raw -1094607.358263 + Penalty 4433.706935 = -1090173.651328
  nChanged 165
		SP:Iteration 18Q (3458.760000 sec): 3 clusters
  Score: Raw -1094695.211520 + Penalty 4433.706935 = -1090261.504585
  nChanged 152
		SP:Iteration 19Q (3458.790000 sec): 3 clusters
  Score: Raw -1094773.687907 + Penalty 4433.706935 = -1090339.980972
  nChanged 141
		SP:Iteration 20F (3458.810000 sec): 3 clusters
  Score: Raw -1094845.467649 + Penalty 4433.706935 = -1090411.760714
  nChanged 140
		SP:Iteration 21Q (3458.840000 sec): 3 clusters
  Score: Raw -1094917.587972 + Penalty 4433.706935 = -1090483.881037
  nChanged 129
		SP:Iteration 22Q (3458.870000 sec): 3 clusters
  Score: Raw -1094999.587030 + Penalty 4433.706935 = -1090565.880095
  nChanged 124
		SP:Iteration 23Q (3458.890000 sec): 3 clusters
  Score: Raw -1095074.626475 + Penalty 4433.706935 = -1090640.919540
  nChanged 114
		SP:Iteration 24Q (3458.910000 sec): 3 clusters
  Score: Raw -1095148.226228 + Penalty 4433.706935 = -1090714.519293
  nChanged 103
		SP:Iteration 25Q (3458.940000 sec): 3 clusters
  Score: Raw -1095217.363022 + Penalty 4433.706935 = -1090783.656087
  nChanged 95
		SP:Iteration 26Q (3458.970000 sec): 3 clusters
  Score: Raw -1095273.684027 + Penalty 4433.706935 = -1090839.977092
  nChanged 87
		SP:Iteration 27Q (3458.990000 sec): 3 clusters
  Score: Raw -1095321.629760 + Penalty 4433.706935 = -1090887.922825
  nChanged 68
		SP:Iteration 28Q (3459.010000 sec): 3 clusters
  Score: Raw -1095362.880433 + Penalty 4433.706935 = -1090929.173498
  nChanged 59
		SP:Iteration 29Q (3459.040000 sec): 3 clusters
  Score: Raw -1095394.639291 + Penalty 4433.706935 = -1090960.932356
  nChanged 52
		SP:Iteration 30Q (3459.060000 sec): 3 clusters
  Score: Raw -1095423.496511 + Penalty 4433.706935 = -1090989.789576
  nChanged 42
		SP:Iteration 31Q (3459.090000 sec): 3 clusters
  Score: Raw -1095445.953432 + Penalty 4433.706935 = -1091012.246497
  nChanged 46
		SP:Iteration 32Q (3459.110000 sec): 3 clusters
  Score: Raw -1095465.919271 + Penalty 4433.706935 = -1091032.212336
  nChanged 33
		SP:Iteration 33Q (3459.130000 sec): 3 clusters
  Score: Raw -1095481.647949 + Penalty 4433.706935 = -1091047.941014
  nChanged 18
		SP:Iteration 34Q (3459.160000 sec): 3 clusters
  Score: Raw -1095489.509002 + Penalty 4433.706935 = -1091055.802067
  nChanged 12
		SP:Iteration 35Q (3459.180000 sec): 3 clusters
  Score: Raw -1095493.586073 + Penalty 4433.706935 = -1091059.879138
  nChanged 9
		SP:Iteration 36Q (3459.210000 sec): 3 clusters
  Score: Raw -1095496.419432 + Penalty 4433.706935 = -1091062.712497
  nChanged 4
		SP:Iteration 37Q (3459.230000 sec): 3 clusters
  Score: Raw -1095497.568932 + Penalty 4433.706935 = -1091063.861997
  nChanged 6
		SP:Iteration 38Q (3459.250000 sec): 3 clusters
  Score: Raw -1095499.443942 + Penalty 4433.706935 = -1091065.737007
  nChanged 5
		SP:Iteration 39Q (3459.270000 sec): 3 clusters
  Score: Raw -1095501.225649 + Penalty 4433.706935 = -1091067.518714
  nChanged 3
		SP:Iteration 40F (3459.300000 sec): 3 clusters
  Score: Raw -1095502.163123 + Penalty 4433.706935 = -1091068.456188
  nChanged 2
		SP:Iteration 41Q (3459.330000 sec): 3 clusters
  Score: Raw -1095503.134001 + Penalty 4433.706935 = -1091069.427066
  nChanged 3
		SP:Iteration 42Q (3459.350000 sec): 3 clusters
  Score: Raw -1095503.907870 + Penalty 4433.706935 = -1091070.200935
  nChanged 6
		SP:Iteration 43Q (3459.370000 sec): 3 clusters
  Score: Raw -1095505.316678 + Penalty 4433.706935 = -1091071.609743
  nChanged 4
		SP:Iteration 44Q (3459.390000 sec): 3 clusters
  Score: Raw -1095506.749495 + Penalty 4433.706935 = -1091073.042560
  nChanged 3
		SP:Iteration 45Q (3459.420000 sec): 3 clusters
  Score: Raw -1095507.371776 + Penalty 4433.706935 = -1091073.664841
  nChanged 2
		SP:Iteration 46Q (3459.440000 sec): 3 clusters
  Score: Raw -1095507.980855 + Penalty 4433.706935 = -1091074.273921
  nChanged 4
		SP:Iteration 47Q (3459.470000 sec): 3 clusters
  Score: Raw -1095509.277168 + Penalty 4433.706935 = -1091075.570233
  nChanged 2
		SP:Iteration 48Q (3459.490000 sec): 3 clusters
  Score: Raw -1095510.141238 + Penalty 4433.706935 = -1091076.434303
  nChanged 3
		SP:Iteration 49Q (3459.510000 sec): 3 clusters
  Score: Raw -1095511.673465 + Penalty 4433.706935 = -1091077.966530
  nChanged 0
		SP:Iteration 50F (3459.540000 sec): 3 clusters
  Score: Raw -1095511.673465 + Penalty 4433.706935 = -1091077.966530
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3459.550000 sec): 2 clusters
  Score: Raw -44434.578259 + Penalty 1441.904372 = -42992.673887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3459.550000 sec): 3 clusters
  Score: Raw -44545.800123 + Penalty 2883.808744 = -41661.991379
  nChanged 39
		SP:Iteration 1F (3459.550000 sec): 3 clusters
  Score: Raw -44657.974941 + Penalty 2883.808744 = -41774.166197
  nChanged 12
		SP:Iteration 2Q (3459.550000 sec): 3 clusters
  Score: Raw -44696.670837 + Penalty 2883.808744 = -41812.862093
  nChanged 9
		SP:Iteration 3Q (3459.550000 sec): 3 clusters
  Score: Raw -44724.804642 + Penalty 2883.808744 = -41840.995899
  nChanged 3
		SP:Iteration 4Q (3459.550000 sec): 3 clusters
  Score: Raw -44737.438046 + Penalty 2883.808744 = -41853.629302
  nChanged 3
		SP:Iteration 5Q (3459.550000 sec): 3 clusters
  Score: Raw -44757.421343 + Penalty 2883.808744 = -41873.612599
  nChanged 0
		SP:Iteration 6F (3459.550000 sec): 3 clusters
  Score: Raw -44757.421343 + Penalty 2883.808744 = -41873.612599
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3459.570000 sec): 2 clusters
  Score: Raw -280893.419903 + Penalty 1887.614234 = -279005.805669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3459.570000 sec): 3 clusters
  Score: Raw -280273.189042 + Penalty 3775.228468 = -276497.960574
  nChanged 695
		SP:Iteration 1F (3459.580000 sec): 3 clusters
  Score: Raw -281051.548614 + Penalty 3775.228468 = -277276.320146
  nChanged 211
		SP:Iteration 2F (3459.590000 sec): 3 clusters
  Score: Raw -281341.029417 + Penalty 3775.228468 = -277565.800949
  nChanged 164
		SP:Iteration 3F (3459.590000 sec): 3 clusters
  Score: Raw -281606.525333 + Penalty 3775.228468 = -277831.296865
  nChanged 156
		SP:Iteration 4F (3459.600000 sec): 3 clusters
  Score: Raw -281936.590811 + Penalty 3775.228468 = -278161.362343
  nChanged 129
		SP:Iteration 5F (3459.610000 sec): 3 clusters
  Score: Raw -282295.757203 + Penalty 3775.228468 = -278520.528736
  nChanged 111
		SP:Iteration 6F (3459.620000 sec): 3 clusters
  Score: Raw -282544.237282 + Penalty 3775.228468 = -278769.008814
  nChanged 65
		SP:Iteration 7Q (3459.620000 sec): 3 clusters
  Score: Raw -282643.375633 + Penalty 3775.228468 = -278868.147165
  nChanged 31
		SP:Iteration 8Q (3459.630000 sec): 3 clusters
  Score: Raw -282700.735785 + Penalty 3775.228468 = -278925.507317
  nChanged 14
		SP:Iteration 9Q (3459.630000 sec): 3 clusters
  Score: Raw -282722.161589 + Penalty 3775.228468 = -278946.933121
  nChanged 10
		SP:Iteration 10Q (3459.640000 sec): 3 clusters
  Score: Raw -282737.023885 + Penalty 3775.228468 = -278961.795417
  nChanged 6
		SP:Iteration 11Q (3459.650000 sec): 3 clusters
  Score: Raw -282742.185930 + Penalty 3775.228468 = -278966.957462
  nChanged 1
		SP:Iteration 12Q (3459.650000 sec): 3 clusters
  Score: Raw -282742.719717 + Penalty 3775.228468 = -278967.491249
  nChanged 0
		SP:Iteration 13F (3459.660000 sec): 3 clusters
  Score: Raw -282742.719717 + Penalty 3775.228468 = -278967.491249
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (20286 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3459.730000 sec): 2 clusters
  Score: Raw -2847607.670455 + Penalty 2459.586195 = -2845148.084259
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3459.810000 sec): 3 clusters
  Score: Raw -2835704.800548 + Penalty 4919.172391 = -2830785.628157
  nChanged 8968
		SP:Iteration 1F (3459.880000 sec): 3 clusters
  Score: Raw -2840434.307360 + Penalty 4919.172391 = -2835515.134969
  nChanged 1085
		SP:Iteration 2F (3459.950000 sec): 3 clusters
  Score: Raw -2840845.983438 + Penalty 4919.172391 = -2835926.811047
  nChanged 1004
		SP:Iteration 3Q (3460.030000 sec): 3 clusters
  Score: Raw -2841229.019100 + Penalty 4919.172391 = -2836309.846709
  nChanged 917
		SP:Iteration 4Q (3460.110000 sec): 3 clusters
  Score: Raw -2841601.417916 + Penalty 4919.172391 = -2836682.245525
  nChanged 916
		SP:Iteration 5Q (3460.180000 sec): 3 clusters
  Score: Raw -2842000.974492 + Penalty 4919.172391 = -2837081.802101
  nChanged 941
		SP:Iteration 6Q (3460.250000 sec): 3 clusters
  Score: Raw -2842452.239270 + Penalty 4919.172391 = -2837533.066880
  nChanged 1037
		SP:Iteration 7F (3460.330000 sec): 3 clusters
  Score: Raw -2843066.730366 + Penalty 4919.172391 = -2838147.557975
  nChanged 1164
		SP:Iteration 8F (3460.400000 sec): 3 clusters
  Score: Raw -2843908.277637 + Penalty 4919.172391 = -2838989.105246
  nChanged 1200
		SP:Iteration 9F (3460.470000 sec): 3 clusters
  Score: Raw -2844898.850829 + Penalty 4919.172391 = -2839979.678438
  nChanged 1075
		SP:Iteration 10F (3460.550000 sec): 3 clusters
  Score: Raw -2845904.051436 + Penalty 4919.172391 = -2840984.879045
  nChanged 876
		SP:Iteration 11Q (3460.620000 sec): 3 clusters
  Score: Raw -2846734.382307 + Penalty 4919.172391 = -2841815.209916
  nChanged 610
		SP:Iteration 12Q (3460.690000 sec): 3 clusters
  Score: Raw -2847242.730663 + Penalty 4919.172391 = -2842323.558272
  nChanged 450
		SP:Iteration 13Q (3460.750000 sec): 3 clusters
  Score: Raw -2847576.189221 + Penalty 4919.172391 = -2842657.016830
  nChanged 315
		SP:Iteration 14Q (3460.820000 sec): 3 clusters
  Score: Raw -2847782.101497 + Penalty 4919.172391 = -2842862.929106
  nChanged 237
		SP:Iteration 15Q (3460.880000 sec): 3 clusters
  Score: Raw -2847909.711947 + Penalty 4919.172391 = -2842990.539557
  nChanged 173
		SP:Iteration 16Q (3460.940000 sec): 3 clusters
  Score: Raw -2848001.507147 + Penalty 4919.172391 = -2843082.334756
  nChanged 118
		SP:Iteration 17Q (3461.000000 sec): 3 clusters
  Score: Raw -2848055.875234 + Penalty 4919.172391 = -2843136.702843
  nChanged 97
		SP:Iteration 18Q (3461.060000 sec): 3 clusters
  Score: Raw -2848101.181776 + Penalty 4919.172391 = -2843182.009385
  nChanged 92
		SP:Iteration 19Q (3461.120000 sec): 3 clusters
  Score: Raw -2848144.001188 + Penalty 4919.172391 = -2843224.828798
  nChanged 68
		SP:Iteration 20F (3461.190000 sec): 3 clusters
  Score: Raw -2848168.801452 + Penalty 4919.172391 = -2843249.629061
  nChanged 43
		SP:Iteration 21Q (3461.240000 sec): 3 clusters
  Score: Raw -2848185.917689 + Penalty 4919.172391 = -2843266.745298
  nChanged 44
		SP:Iteration 22Q (3461.300000 sec): 3 clusters
  Score: Raw -2848201.459875 + Penalty 4919.172391 = -2843282.287484
  nChanged 36
		SP:Iteration 23Q (3461.360000 sec): 3 clusters
  Score: Raw -2848213.502978 + Penalty 4919.172391 = -2843294.330587
  nChanged 32
		SP:Iteration 24Q (3461.420000 sec): 3 clusters
  Score: Raw -2848221.974016 + Penalty 4919.172391 = -2843302.801625
  nChanged 19
		SP:Iteration 25Q (3461.480000 sec): 3 clusters
  Score: Raw -2848227.490886 + Penalty 4919.172391 = -2843308.318495
  nChanged 11
		SP:Iteration 26Q (3461.540000 sec): 3 clusters
  Score: Raw -2848229.821694 + Penalty 4919.172391 = -2843310.649303
  nChanged 11
		SP:Iteration 27Q (3461.600000 sec): 3 clusters
  Score: Raw -2848233.180209 + Penalty 4919.172391 = -2843314.007818
  nChanged 10
		SP:Iteration 28Q (3461.650000 sec): 3 clusters
  Score: Raw -2848235.957827 + Penalty 4919.172391 = -2843316.785436
  nChanged 9
		SP:Iteration 29Q (3461.710000 sec): 3 clusters
  Score: Raw -2848238.576707 + Penalty 4919.172391 = -2843319.404317
  nChanged 7
		SP:Iteration 30Q (3461.760000 sec): 3 clusters
  Score: Raw -2848240.413500 + Penalty 4919.172391 = -2843321.241109
  nChanged 10
		SP:Iteration 31Q (3461.820000 sec): 3 clusters
  Score: Raw -2848243.624290 + Penalty 4919.172391 = -2843324.451899
  nChanged 10
		SP:Iteration 32Q (3461.880000 sec): 3 clusters
  Score: Raw -2848247.678036 + Penalty 4919.172391 = -2843328.505645
  nChanged 10
		SP:Iteration 33Q (3461.930000 sec): 3 clusters
  Score: Raw -2848250.539421 + Penalty 4919.172391 = -2843331.367031
  nChanged 7
		SP:Iteration 34Q (3461.990000 sec): 3 clusters
  Score: Raw -2848252.525477 + Penalty 4919.172391 = -2843333.353086
  nChanged 8
		SP:Iteration 35Q (3462.040000 sec): 3 clusters
  Score: Raw -2848254.793428 + Penalty 4919.172391 = -2843335.621037
  nChanged 6
		SP:Iteration 36Q (3462.100000 sec): 3 clusters
  Score: Raw -2848255.947434 + Penalty 4919.172391 = -2843336.775043
  nChanged 1
		SP:Iteration 37Q (3462.160000 sec): 3 clusters
  Score: Raw -2848256.570905 + Penalty 4919.172391 = -2843337.398514
  nChanged 2
		SP:Iteration 38Q (3462.210000 sec): 3 clusters
  Score: Raw -2848257.371298 + Penalty 4919.172391 = -2843338.198907
  nChanged 5
		SP:Iteration 39Q (3462.270000 sec): 3 clusters
  Score: Raw -2848259.000579 + Penalty 4919.172391 = -2843339.828188
  nChanged 4
		SP:Iteration 40F (3462.340000 sec): 3 clusters
  Score: Raw -2848260.129223 + Penalty 4919.172391 = -2843340.956832
  nChanged 5
		SP:Iteration 41Q (3462.400000 sec): 3 clusters
  Score: Raw -2848260.918067 + Penalty 4919.172391 = -2843341.745676
  nChanged 4
		SP:Iteration 42Q (3462.450000 sec): 3 clusters
  Score: Raw -2848262.038612 + Penalty 4919.172391 = -2843342.866221
  nChanged 4
		SP:Iteration 43Q (3462.510000 sec): 3 clusters
  Score: Raw -2848262.793116 + Penalty 4919.172391 = -2843343.620726
  nChanged 2
		SP:Iteration 44Q (3462.560000 sec): 3 clusters
  Score: Raw -2848263.358408 + Penalty 4919.172391 = -2843344.186017
  nChanged 3
		SP:Iteration 45Q (3462.620000 sec): 3 clusters
  Score: Raw -2848264.396996 + Penalty 4919.172391 = -2843345.224605
  nChanged 2
		SP:Iteration 46Q (3462.680000 sec): 3 clusters
  Score: Raw -2848264.770359 + Penalty 4919.172391 = -2843345.597968
  nChanged 1
		SP:Iteration 47Q (3462.730000 sec): 3 clusters
  Score: Raw -2848264.876493 + Penalty 4919.172391 = -2843345.704102
  nChanged 1
		SP:Iteration 48Q (3462.790000 sec): 3 clusters
  Score: Raw -2848265.025696 + Penalty 4919.172391 = -2843345.853305
  nChanged 2
		SP:Iteration 49Q (3462.840000 sec): 3 clusters
  Score: Raw -2848265.593026 + Penalty 4919.172391 = -2843346.420635
  nChanged 0
		SP:Iteration 50F (3462.920000 sec): 3 clusters
  Score: Raw -2848265.593026 + Penalty 4919.172391 = -2843346.420635
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (42690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3463.060000 sec): 2 clusters
  Score: Raw -6589858.845337 + Penalty 2644.106555 = -6587214.738782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3463.220000 sec): 3 clusters
  Score: Raw -6563614.668897 + Penalty 5288.213110 = -6558326.455787
  nChanged 19582
		SP:Iteration 1F (3463.380000 sec): 3 clusters
  Score: Raw -6574580.922066 + Penalty 5288.213110 = -6569292.708956
  nChanged 2039
		SP:Iteration 2Q (3463.540000 sec): 3 clusters
  Score: Raw -6575323.829886 + Penalty 5288.213110 = -6570035.616776
  nChanged 2165
		SP:Iteration 3F (3463.700000 sec): 3 clusters
  Score: Raw -6576281.423813 + Penalty 5288.213110 = -6570993.210703
  nChanged 2469
		SP:Iteration 4F (3463.860000 sec): 3 clusters
  Score: Raw -6577594.920121 + Penalty 5288.213110 = -6572306.707011
  nChanged 2731
		SP:Iteration 5F (3464.020000 sec): 3 clusters
  Score: Raw -6579319.955265 + Penalty 5288.213110 = -6574031.742155
  nChanged 2890
		SP:Iteration 6F (3464.180000 sec): 3 clusters
  Score: Raw -6581324.157340 + Penalty 5288.213110 = -6576035.944230
  nChanged 2726
		SP:Iteration 7F (3464.340000 sec): 3 clusters
  Score: Raw -6583246.537168 + Penalty 5288.213110 = -6577958.324058
  nChanged 2339
		SP:Iteration 8F (3464.500000 sec): 3 clusters
  Score: Raw -6584885.453790 + Penalty 5288.213110 = -6579597.240680
  nChanged 1909
		SP:Iteration 9Q (3464.660000 sec): 3 clusters
  Score: Raw -6586188.517243 + Penalty 5288.213110 = -6580900.304133
  nChanged 1483
		SP:Iteration 10Q (3464.820000 sec): 3 clusters
  Score: Raw -6587157.101361 + Penalty 5288.213110 = -6581868.888251
  nChanged 1123
		SP:Iteration 11Q (3464.970000 sec): 3 clusters
  Score: Raw -6587865.701249 + Penalty 5288.213110 = -6582577.488139
  nChanged 861
		SP:Iteration 12Q (3465.120000 sec): 3 clusters
  Score: Raw -6588431.710850 + Penalty 5288.213110 = -6583143.497740
  nChanged 649
		SP:Iteration 13Q (3465.260000 sec): 3 clusters
  Score: Raw -6588840.664065 + Penalty 5288.213110 = -6583552.450955
  nChanged 486
		SP:Iteration 14Q (3465.400000 sec): 3 clusters
  Score: Raw -6589142.779975 + Penalty 5288.213110 = -6583854.566865
  nChanged 374
		SP:Iteration 15Q (3465.540000 sec): 3 clusters
  Score: Raw -6589381.503500 + Penalty 5288.213110 = -6584093.290390
  nChanged 292
		SP:Iteration 16Q (3465.670000 sec): 3 clusters
  Score: Raw -6589568.560294 + Penalty 5288.213110 = -6584280.347184
  nChanged 228
		SP:Iteration 17Q (3465.800000 sec): 3 clusters
  Score: Raw -6589726.691677 + Penalty 5288.213110 = -6584438.478567
  nChanged 192
		SP:Iteration 18Q (3465.920000 sec): 3 clusters
  Score: Raw -6589870.824825 + Penalty 5288.213110 = -6584582.611715
  nChanged 150
		SP:Iteration 19Q (3466.040000 sec): 3 clusters
  Score: Raw -6589990.282461 + Penalty 5288.213110 = -6584702.069351
  nChanged 131
		SP:Iteration 20F (3466.200000 sec): 3 clusters
  Score: Raw -6590080.491181 + Penalty 5288.213110 = -6584792.278071
  nChanged 121
		SP:Iteration 21Q (3466.320000 sec): 3 clusters
  Score: Raw -6590150.495850 + Penalty 5288.213110 = -6584862.282740
  nChanged 92
		SP:Iteration 22Q (3466.440000 sec): 3 clusters
  Score: Raw -6590191.809690 + Penalty 5288.213110 = -6584903.596581
  nChanged 61
		SP:Iteration 23Q (3466.550000 sec): 3 clusters
  Score: Raw -6590218.280867 + Penalty 5288.213110 = -6584930.067757
  nChanged 39
		SP:Iteration 24Q (3466.670000 sec): 3 clusters
  Score: Raw -6590235.493018 + Penalty 5288.213110 = -6584947.279908
  nChanged 47
		SP:Iteration 25Q (3466.790000 sec): 3 clusters
  Score: Raw -6590254.617614 + Penalty 5288.213110 = -6584966.404504
  nChanged 48
		SP:Iteration 26Q (3466.910000 sec): 3 clusters
  Score: Raw -6590274.160029 + Penalty 5288.213110 = -6584985.946919
  nChanged 41
		SP:Iteration 27Q (3467.020000 sec): 3 clusters
  Score: Raw -6590288.795168 + Penalty 5288.213110 = -6585000.582058
  nChanged 37
		SP:Iteration 28Q (3467.140000 sec): 3 clusters
  Score: Raw -6590301.148040 + Penalty 5288.213110 = -6585012.934930
  nChanged 28
		SP:Iteration 29Q (3467.250000 sec): 3 clusters
  Score: Raw -6590309.144645 + Penalty 5288.213110 = -6585020.931535
  nChanged 15
		SP:Iteration 30Q (3467.370000 sec): 3 clusters
  Score: Raw -6590313.490989 + Penalty 5288.213110 = -6585025.277879
  nChanged 21
		SP:Iteration 31Q (3467.480000 sec): 3 clusters
  Score: Raw -6590320.087186 + Penalty 5288.213110 = -6585031.874076
  nChanged 19
		SP:Iteration 32Q (3467.600000 sec): 3 clusters
  Score: Raw -6590326.593304 + Penalty 5288.213110 = -6585038.380194
  nChanged 15
		SP:Iteration 33Q (3467.710000 sec): 3 clusters
  Score: Raw -6590331.901237 + Penalty 5288.213110 = -6585043.688127
  nChanged 15
		SP:Iteration 34Q (3467.820000 sec): 3 clusters
  Score: Raw -6590337.243546 + Penalty 5288.213110 = -6585049.030436
  nChanged 17
		SP:Iteration 35Q (3467.940000 sec): 3 clusters
  Score: Raw -6590342.683830 + Penalty 5288.213110 = -6585054.470720
  nChanged 10
		SP:Iteration 36Q (3468.060000 sec): 3 clusters
  Score: Raw -6590346.060257 + Penalty 5288.213110 = -6585057.847147
  nChanged 9
		SP:Iteration 37Q (3468.170000 sec): 3 clusters
  Score: Raw -6590348.743241 + Penalty 5288.213110 = -6585060.530131
  nChanged 8
		SP:Iteration 38Q (3468.290000 sec): 3 clusters
  Score: Raw -6590351.301937 + Penalty 5288.213110 = -6585063.088827
  nChanged 15
		SP:Iteration 39Q (3468.400000 sec): 3 clusters
  Score: Raw -6590355.866656 + Penalty 5288.213110 = -6585067.653546
  nChanged 12
		SP:Iteration 40F (3468.560000 sec): 3 clusters
  Score: Raw -6590359.556543 + Penalty 5288.213110 = -6585071.343433
  nChanged 9
		SP:Iteration 41Q (3468.680000 sec): 3 clusters
  Score: Raw -6590361.453076 + Penalty 5288.213110 = -6585073.239966
  nChanged 6
		SP:Iteration 42Q (3468.800000 sec): 3 clusters
  Score: Raw -6590363.298086 + Penalty 5288.213110 = -6585075.084976
  nChanged 8
		SP:Iteration 43Q (3468.910000 sec): 3 clusters
  Score: Raw -6590364.831174 + Penalty 5288.213110 = -6585076.618064
  nChanged 5
		SP:Iteration 44Q (3469.020000 sec): 3 clusters
  Score: Raw -6590365.930304 + Penalty 5288.213110 = -6585077.717194
  nChanged 0
		SP:Iteration 45F (3469.180000 sec): 3 clusters
  Score: Raw -6590365.930304 + Penalty 5288.213110 = -6585077.717194
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3469.590000 sec): 2 clusters
  Score: Raw -17411050.269702 + Penalty 2899.317274 = -17408150.952427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3470.050000 sec): 3 clusters
  Score: Raw -17333898.377399 + Penalty 5798.634549 = -17328099.742850
  nChanged 56735
		SP:Iteration 1F (3470.500000 sec): 3 clusters
  Score: Raw -17367072.007229 + Penalty 5798.634549 = -17361273.372681
  nChanged 4683
		SP:Iteration 2Q (3470.970000 sec): 3 clusters
  Score: Raw -17368593.769219 + Penalty 5798.634549 = -17362795.134670
  nChanged 5614
		SP:Iteration 3Q (3471.440000 sec): 3 clusters
  Score: Raw -17370953.855832 + Penalty 5798.634549 = -17365155.221283
  nChanged 6997
		SP:Iteration 4F (3471.890000 sec): 3 clusters
  Score: Raw -17374761.266317 + Penalty 5798.634549 = -17368962.631768
  nChanged 8333
		SP:Iteration 5F (3472.340000 sec): 3 clusters
  Score: Raw -17380197.219043 + Penalty 5798.634549 = -17374398.584494
  nChanged 8614
		SP:Iteration 6F (3472.800000 sec): 3 clusters
  Score: Raw -17386364.021792 + Penalty 5798.634549 = -17380565.387244
  nChanged 7966
		SP:Iteration 7F (3473.250000 sec): 3 clusters
  Score: Raw -17392318.959060 + Penalty 5798.634549 = -17386520.324511
  nChanged 6407
		SP:Iteration 8F (3473.700000 sec): 3 clusters
  Score: Raw -17397276.689867 + Penalty 5798.634549 = -17391478.055318
  nChanged 4836
		SP:Iteration 9Q (3474.160000 sec): 3 clusters
  Score: Raw -17401126.293284 + Penalty 5798.634549 = -17395327.658735
  nChanged 3641
		SP:Iteration 10Q (3474.600000 sec): 3 clusters
  Score: Raw -17404008.757891 + Penalty 5798.634549 = -17398210.123342
  nChanged 2665
		SP:Iteration 11Q (3475.010000 sec): 3 clusters
  Score: Raw -17405883.534940 + Penalty 5798.634549 = -17400084.900391
  nChanged 1909
		SP:Iteration 12Q (3475.400000 sec): 3 clusters
  Score: Raw -17407005.917375 + Penalty 5798.634549 = -17401207.282826
  nChanged 1428
		SP:Iteration 13Q (3475.780000 sec): 3 clusters
  Score: Raw -17407738.434907 + Penalty 5798.634549 = -17401939.800358
  nChanged 1134
		SP:Iteration 14Q (3476.150000 sec): 3 clusters
  Score: Raw -17408247.122844 + Penalty 5798.634549 = -17402448.488295
  nChanged 991
		SP:Iteration 15Q (3476.510000 sec): 3 clusters
  Score: Raw -17408663.206100 + Penalty 5798.634549 = -17402864.571551
  nChanged 909
		SP:Iteration 16Q (3476.870000 sec): 3 clusters
  Score: Raw -17409023.846073 + Penalty 5798.634549 = -17403225.211524
  nChanged 758
		SP:Iteration 17Q (3477.220000 sec): 3 clusters
  Score: Raw -17409301.716267 + Penalty 5798.634549 = -17403503.081718
  nChanged 683
		SP:Iteration 18Q (3477.570000 sec): 3 clusters
  Score: Raw -17409547.248466 + Penalty 5798.634549 = -17403748.613917
  nChanged 600
		SP:Iteration 19Q (3477.920000 sec): 3 clusters
  Score: Raw -17409757.259738 + Penalty 5798.634549 = -17403958.625189
  nChanged 531
		SP:Iteration 20F (3478.380000 sec): 3 clusters
  Score: Raw -17409942.738546 + Penalty 5798.634549 = -17404144.103997
  nChanged 481
		SP:Iteration 21Q (3478.720000 sec): 3 clusters
  Score: Raw -17410098.193684 + Penalty 5798.634549 = -17404299.559135
  nChanged 440
		SP:Iteration 22Q (3479.060000 sec): 3 clusters
  Score: Raw -17410240.247323 + Penalty 5798.634549 = -17404441.612774
  nChanged 392
		SP:Iteration 23Q (3479.400000 sec): 3 clusters
  Score: Raw -17410363.814043 + Penalty 5798.634549 = -17404565.179494
  nChanged 331
		SP:Iteration 24Q (3479.740000 sec): 3 clusters
  Score: Raw -17410470.209577 + Penalty 5798.634549 = -17404671.575028
  nChanged 276
		SP:Iteration 25Q (3480.070000 sec): 3 clusters
  Score: Raw -17410554.378128 + Penalty 5798.634549 = -17404755.743579
  nChanged 239
		SP:Iteration 26Q (3480.410000 sec): 3 clusters
  Score: Raw -17410630.789098 + Penalty 5798.634549 = -17404832.154549
  nChanged 239
		SP:Iteration 27Q (3480.740000 sec): 3 clusters
  Score: Raw -17410712.402628 + Penalty 5798.634549 = -17404913.768079
  nChanged 227
		SP:Iteration 28Q (3481.080000 sec): 3 clusters
  Score: Raw -17410786.923625 + Penalty 5798.634549 = -17404988.289076
  nChanged 205
		SP:Iteration 29Q (3481.410000 sec): 3 clusters
  Score: Raw -17410853.626513 + Penalty 5798.634549 = -17405054.991964
  nChanged 176
		SP:Iteration 30Q (3481.740000 sec): 3 clusters
  Score: Raw -17410913.882839 + Penalty 5798.634549 = -17405115.248290
  nChanged 174
		SP:Iteration 31Q (3482.070000 sec): 3 clusters
  Score: Raw -17410972.728104 + Penalty 5798.634549 = -17405174.093555
  nChanged 154
		SP:Iteration 32Q (3482.400000 sec): 3 clusters
  Score: Raw -17411028.350606 + Penalty 5798.634549 = -17405229.716057
  nChanged 138
		SP:Iteration 33Q (3482.730000 sec): 3 clusters
  Score: Raw -17411081.412546 + Penalty 5798.634549 = -17405282.777998
  nChanged 107
		SP:Iteration 34Q (3483.050000 sec): 3 clusters
  Score: Raw -17411117.664073 + Penalty 5798.634549 = -17405319.029524
  nChanged 83
		SP:Iteration 35Q (3483.380000 sec): 3 clusters
  Score: Raw -17411146.115638 + Penalty 5798.634549 = -17405347.481089
  nChanged 77
		SP:Iteration 36Q (3483.710000 sec): 3 clusters
  Score: Raw -17411172.602702 + Penalty 5798.634549 = -17405373.968153
  nChanged 59
		SP:Iteration 37Q (3484.030000 sec): 3 clusters
  Score: Raw -17411195.447847 + Penalty 5798.634549 = -17405396.813298
  nChanged 64
		SP:Iteration 38Q (3484.350000 sec): 3 clusters
  Score: Raw -17411219.536356 + Penalty 5798.634549 = -17405420.901807
  nChanged 64
		SP:Iteration 39Q (3484.680000 sec): 3 clusters
  Score: Raw -17411247.606792 + Penalty 5798.634549 = -17405448.972243
  nChanged 59
		SP:Iteration 40F (3485.130000 sec): 3 clusters
  Score: Raw -17411272.748860 + Penalty 5798.634549 = -17405474.114311
  nChanged 52
		SP:Iteration 41Q (3485.450000 sec): 3 clusters
  Score: Raw -17411293.870158 + Penalty 5798.634549 = -17405495.235609
  nChanged 59
		SP:Iteration 42Q (3485.780000 sec): 3 clusters
  Score: Raw -17411316.327696 + Penalty 5798.634549 = -17405517.693147
  nChanged 48
		SP:Iteration 43Q (3486.100000 sec): 3 clusters
  Score: Raw -17411334.371430 + Penalty 5798.634549 = -17405535.736881
  nChanged 46
		SP:Iteration 44Q (3486.430000 sec): 3 clusters
  Score: Raw -17411351.982111 + Penalty 5798.634549 = -17405553.347562
  nChanged 45
		SP:Iteration 45Q (3486.750000 sec): 3 clusters
  Score: Raw -17411371.364482 + Penalty 5798.634549 = -17405572.729933
  nChanged 54
		SP:Iteration 46Q (3487.070000 sec): 3 clusters
  Score: Raw -17411398.216691 + Penalty 5798.634549 = -17405599.582142
  nChanged 40
		SP:Iteration 47Q (3487.400000 sec): 3 clusters
  Score: Raw -17411416.682353 + Penalty 5798.634549 = -17405618.047804
  nChanged 37
		SP:Iteration 48Q (3487.720000 sec): 3 clusters
  Score: Raw -17411434.324261 + Penalty 5798.634549 = -17405635.689712
  nChanged 35
		SP:Iteration 49Q (3488.040000 sec): 3 clusters
  Score: Raw -17411450.569817 + Penalty 5798.634549 = -17405651.935268
  nChanged 25
		SP:Iteration 50Q (3488.370000 sec): 3 clusters
  Score: Raw -17411460.396516 + Penalty 5798.634549 = -17405661.761967
  nChanged 19
		SP:Iteration 51Q (3488.690000 sec): 3 clusters
  Score: Raw -17411467.258277 + Penalty 5798.634549 = -17405668.623728
  nChanged 17
		SP:Iteration 52Q (3489.010000 sec): 3 clusters
  Score: Raw -17411475.169441 + Penalty 5798.634549 = -17405676.534892
  nChanged 16
		SP:Iteration 53Q (3489.330000 sec): 3 clusters
  Score: Raw -17411481.001505 + Penalty 5798.634549 = -17405682.366956
  nChanged 12
		SP:Iteration 54Q (3489.650000 sec): 3 clusters
  Score: Raw -17411485.864187 + Penalty 5798.634549 = -17405687.229638
  nChanged 10
		SP:Iteration 55Q (3489.970000 sec): 3 clusters
  Score: Raw -17411489.606670 + Penalty 5798.634549 = -17405690.972121
  nChanged 9
		SP:Iteration 56Q (3490.290000 sec): 3 clusters
  Score: Raw -17411494.121284 + Penalty 5798.634549 = -17405695.486735
  nChanged 8
		SP:Iteration 57Q (3490.620000 sec): 3 clusters
  Score: Raw -17411496.229835 + Penalty 5798.634549 = -17405697.595286
  nChanged 4
		SP:Iteration 58Q (3490.940000 sec): 3 clusters
  Score: Raw -17411497.390591 + Penalty 5798.634549 = -17405698.756043
  nChanged 3
		SP:Iteration 59Q (3491.260000 sec): 3 clusters
  Score: Raw -17411498.987551 + Penalty 5798.634549 = -17405700.353002
  nChanged 3
		SP:Iteration 60F (3491.710000 sec): 3 clusters
  Score: Raw -17411499.867091 + Penalty 5798.634549 = -17405701.232542
  nChanged 3
		SP:Iteration 61Q (3492.030000 sec): 3 clusters
  Score: Raw -17411501.183559 + Penalty 5798.634549 = -17405702.549010
  nChanged 3
		SP:Iteration 62Q (3492.350000 sec): 3 clusters
  Score: Raw -17411503.182274 + Penalty 5798.634549 = -17405704.547725
  nChanged 0
		SP:Iteration 63F (3492.800000 sec): 3 clusters
  Score: Raw -17411503.182274 + Penalty 5798.634549 = -17405704.547725
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3492.880000 sec): 2 clusters
  Score: Raw -1775832.895195 + Penalty 2321.847580 = -1773511.047615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3492.930000 sec): 3 clusters
  Score: Raw -1769415.419817 + Penalty 4643.695160 = -1764771.724658
  nChanged 4846
		SP:Iteration 1F (3492.970000 sec): 3 clusters
  Score: Raw -1771981.821386 + Penalty 4643.695160 = -1767338.126227
  nChanged 728
		SP:Iteration 2F (3493.010000 sec): 3 clusters
  Score: Raw -1772276.380857 + Penalty 4643.695160 = -1767632.685697
  nChanged 550
		SP:Iteration 3Q (3493.050000 sec): 3 clusters
  Score: Raw -1772487.339645 + Penalty 4643.695160 = -1767843.644485
  nChanged 425
		SP:Iteration 4Q (3493.100000 sec): 3 clusters
  Score: Raw -1772650.231521 + Penalty 4643.695160 = -1768006.536361
  nChanged 384
		SP:Iteration 5Q (3493.140000 sec): 3 clusters
  Score: Raw -1772794.487680 + Penalty 4643.695160 = -1768150.792521
  nChanged 360
		SP:Iteration 6Q (3493.180000 sec): 3 clusters
  Score: Raw -1772920.510533 + Penalty 4643.695160 = -1768276.815374
  nChanged 327
		SP:Iteration 7Q (3493.220000 sec): 3 clusters
  Score: Raw -1773027.746272 + Penalty 4643.695160 = -1768384.051113
  nChanged 251
		SP:Iteration 8Q (3493.260000 sec): 3 clusters
  Score: Raw -1773114.918055 + Penalty 4643.695160 = -1768471.222895
  nChanged 253
		SP:Iteration 9Q (3493.310000 sec): 3 clusters
  Score: Raw -1773211.449518 + Penalty 4643.695160 = -1768567.754358
  nChanged 255
		SP:Iteration 10Q (3493.350000 sec): 3 clusters
  Score: Raw -1773298.636447 + Penalty 4643.695160 = -1768654.941287
  nChanged 243
		SP:Iteration 11Q (3493.390000 sec): 3 clusters
  Score: Raw -1773389.457836 + Penalty 4643.695160 = -1768745.762676
  nChanged 252
		SP:Iteration 12Q (3493.430000 sec): 3 clusters
  Score: Raw -1773490.813395 + Penalty 4643.695160 = -1768847.118235
  nChanged 272
		SP:Iteration 13Q (3493.480000 sec): 3 clusters
  Score: Raw -1773612.635856 + Penalty 4643.695160 = -1768968.940696
  nChanged 305
		SP:Iteration 14Q (3493.520000 sec): 3 clusters
  Score: Raw -1773752.111428 + Penalty 4643.695160 = -1769108.416269
  nChanged 312
		SP:Iteration 15Q (3493.560000 sec): 3 clusters
  Score: Raw -1773906.762189 + Penalty 4643.695160 = -1769263.067029
  nChanged 347
		SP:Iteration 16Q (3493.600000 sec): 3 clusters
  Score: Raw -1774090.914432 + Penalty 4643.695160 = -1769447.219272
  nChanged 368
		SP:Iteration 17Q (3493.640000 sec): 3 clusters
  Score: Raw -1774303.593938 + Penalty 4643.695160 = -1769659.898779
  nChanged 397
		SP:Iteration 18Q (3493.680000 sec): 3 clusters
  Score: Raw -1774551.051199 + Penalty 4643.695160 = -1769907.356039
  nChanged 413
		SP:Iteration 19Q (3493.720000 sec): 3 clusters
  Score: Raw -1774831.042586 + Penalty 4643.695160 = -1770187.347426
  nChanged 374
		SP:Iteration 20F (3493.760000 sec): 3 clusters
  Score: Raw -1775084.225818 + Penalty 4643.695160 = -1770440.530659
  nChanged 331
		SP:Iteration 21Q (3493.800000 sec): 3 clusters
  Score: Raw -1775317.644858 + Penalty 4643.695160 = -1770673.949698
  nChanged 264
		SP:Iteration 22Q (3493.840000 sec): 3 clusters
  Score: Raw -1775520.526809 + Penalty 4643.695160 = -1770876.831649
  nChanged 192
		SP:Iteration 23Q (3493.870000 sec): 3 clusters
  Score: Raw -1775667.907503 + Penalty 4643.695160 = -1771024.212344
  nChanged 148
		SP:Iteration 24Q (3493.910000 sec): 3 clusters
  Score: Raw -1775779.000995 + Penalty 4643.695160 = -1771135.305836
  nChanged 117
		SP:Iteration 25Q (3493.940000 sec): 3 clusters
  Score: Raw -1775881.818330 + Penalty 4643.695160 = -1771238.123170
  nChanged 91
		SP:Iteration 26Q (3493.980000 sec): 3 clusters
  Score: Raw -1775970.701474 + Penalty 4643.695160 = -1771327.006314
  nChanged 62
		SP:Iteration 27Q (3494.010000 sec): 3 clusters
  Score: Raw -1776029.212110 + Penalty 4643.695160 = -1771385.516950
  nChanged 42
		SP:Iteration 28Q (3494.040000 sec): 3 clusters
  Score: Raw -1776068.906907 + Penalty 4643.695160 = -1771425.211747
  nChanged 27
		SP:Iteration 29Q (3494.070000 sec): 3 clusters
  Score: Raw -1776094.256872 + Penalty 4643.695160 = -1771450.561712
  nChanged 14
		SP:Iteration 30Q (3494.100000 sec): 3 clusters
  Score: Raw -1776106.207205 + Penalty 4643.695160 = -1771462.512045
  nChanged 6
		SP:Iteration 31Q (3494.140000 sec): 3 clusters
  Score: Raw -1776110.206875 + Penalty 4643.695160 = -1771466.511715
  nChanged 5
		SP:Iteration 32Q (3494.170000 sec): 3 clusters
  Score: Raw -1776113.132645 + Penalty 4643.695160 = -1771469.437485
  nChanged 4
		SP:Iteration 33Q (3494.200000 sec): 3 clusters
  Score: Raw -1776116.326179 + Penalty 4643.695160 = -1771472.631019
  nChanged 4
		SP:Iteration 34Q (3494.230000 sec): 3 clusters
  Score: Raw -1776118.756995 + Penalty 4643.695160 = -1771475.061835
  nChanged 3
		SP:Iteration 35Q (3494.260000 sec): 3 clusters
  Score: Raw -1776121.632799 + Penalty 4643.695160 = -1771477.937639
  nChanged 4
		SP:Iteration 36Q (3494.290000 sec): 3 clusters
  Score: Raw -1776125.087929 + Penalty 4643.695160 = -1771481.392769
  nChanged 5
		SP:Iteration 37Q (3494.320000 sec): 3 clusters
  Score: Raw -1776128.152522 + Penalty 4643.695160 = -1771484.457362
  nChanged 4
		SP:Iteration 38Q (3494.350000 sec): 3 clusters
  Score: Raw -1776131.240667 + Penalty 4643.695160 = -1771487.545507
  nChanged 4
		SP:Iteration 39Q (3494.380000 sec): 3 clusters
  Score: Raw -1776135.311322 + Penalty 4643.695160 = -1771491.616163
  nChanged 8
		SP:Iteration 40F (3494.420000 sec): 3 clusters
  Score: Raw -1776144.341441 + Penalty 4643.695160 = -1771500.646281
  nChanged 7
		SP:Iteration 41Q (3494.460000 sec): 3 clusters
  Score: Raw -1776150.515003 + Penalty 4643.695160 = -1771506.819843
  nChanged 9
		SP:Iteration 42Q (3494.490000 sec): 3 clusters
  Score: Raw -1776159.322617 + Penalty 4643.695160 = -1771515.627457
  nChanged 10
		SP:Iteration 43Q (3494.520000 sec): 3 clusters
  Score: Raw -1776166.142692 + Penalty 4643.695160 = -1771522.447532
  nChanged 9
		SP:Iteration 44Q (3494.550000 sec): 3 clusters
  Score: Raw -1776173.931682 + Penalty 4643.695160 = -1771530.236522
  nChanged 5
		SP:Iteration 45Q (3494.580000 sec): 3 clusters
  Score: Raw -1776178.352019 + Penalty 4643.695160 = -1771534.656860
  nChanged 3
		SP:Iteration 46Q (3494.610000 sec): 3 clusters
  Score: Raw -1776180.801468 + Penalty 4643.695160 = -1771537.106308
  nChanged 2
		SP:Iteration 47Q (3494.640000 sec): 3 clusters
  Score: Raw -1776181.404776 + Penalty 4643.695160 = -1771537.709616
  nChanged 2
		SP:Iteration 48Q (3494.670000 sec): 3 clusters
  Score: Raw -1776182.629039 + Penalty 4643.695160 = -1771538.933880
  nChanged 1
		SP:Iteration 49Q (3494.700000 sec): 3 clusters
  Score: Raw -1776183.107349 + Penalty 4643.695160 = -1771539.412189
  nChanged 0
		SP:Iteration 50F (3494.740000 sec): 3 clusters
  Score: Raw -1776183.107349 + Penalty 4643.695160 = -1771539.412189
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (3739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3494.760000 sec): 2 clusters
  Score: Raw -535116.653320 + Penalty 2040.190222 = -533076.463098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3494.780000 sec): 3 clusters
  Score: Raw -533404.240726 + Penalty 4080.380444 = -529323.860282
  nChanged 1370
		SP:Iteration 1F (3494.790000 sec): 3 clusters
  Score: Raw -534217.766365 + Penalty 4080.380444 = -530137.385921
  nChanged 289
		SP:Iteration 2F (3494.800000 sec): 3 clusters
  Score: Raw -534396.673813 + Penalty 4080.380444 = -530316.293369
  nChanged 183
		SP:Iteration 3Q (3494.820000 sec): 3 clusters
  Score: Raw -534506.882224 + Penalty 4080.380444 = -530426.501780
  nChanged 125
		SP:Iteration 4Q (3494.830000 sec): 3 clusters
  Score: Raw -534589.410770 + Penalty 4080.380444 = -530509.030326
  nChanged 118
		SP:Iteration 5Q (3494.840000 sec): 3 clusters
  Score: Raw -534663.580725 + Penalty 4080.380444 = -530583.200281
  nChanged 91
		SP:Iteration 6Q (3494.860000 sec): 3 clusters
  Score: Raw -534722.845294 + Penalty 4080.380444 = -530642.464850
  nChanged 93
		SP:Iteration 7Q (3494.870000 sec): 3 clusters
  Score: Raw -534778.997496 + Penalty 4080.380444 = -530698.617053
  nChanged 72
		SP:Iteration 8Q (3494.880000 sec): 3 clusters
  Score: Raw -534816.093800 + Penalty 4080.380444 = -530735.713356
  nChanged 65
		SP:Iteration 9Q (3494.900000 sec): 3 clusters
  Score: Raw -534852.733189 + Penalty 4080.380444 = -530772.352746
  nChanged 69
		SP:Iteration 10Q (3494.910000 sec): 3 clusters
  Score: Raw -534886.207484 + Penalty 4080.380444 = -530805.827040
  nChanged 59
		SP:Iteration 11Q (3494.930000 sec): 3 clusters
  Score: Raw -534919.649939 + Penalty 4080.380444 = -530839.269495
  nChanged 57
		SP:Iteration 12Q (3494.940000 sec): 3 clusters
  Score: Raw -534957.747611 + Penalty 4080.380444 = -530877.367167
  nChanged 68
		SP:Iteration 13Q (3494.950000 sec): 3 clusters
  Score: Raw -534993.875328 + Penalty 4080.380444 = -530913.494884
  nChanged 55
		SP:Iteration 14Q (3494.970000 sec): 3 clusters
  Score: Raw -535021.612304 + Penalty 4080.380444 = -530941.231861
  nChanged 46
		SP:Iteration 15Q (3494.980000 sec): 3 clusters
  Score: Raw -535043.650766 + Penalty 4080.380444 = -530963.270322
  nChanged 36
		SP:Iteration 16Q (3495.000000 sec): 3 clusters
  Score: Raw -535061.008065 + Penalty 4080.380444 = -530980.627622
  nChanged 36
		SP:Iteration 17Q (3495.010000 sec): 3 clusters
  Score: Raw -535079.471315 + Penalty 4080.380444 = -530999.090871
  nChanged 41
		SP:Iteration 18Q (3495.020000 sec): 3 clusters
  Score: Raw -535098.762570 + Penalty 4080.380444 = -531018.382127
  nChanged 30
		SP:Iteration 19Q (3495.040000 sec): 3 clusters
  Score: Raw -535114.970664 + Penalty 4080.380444 = -531034.590220
  nChanged 27
		SP:Iteration 20F (3495.050000 sec): 3 clusters
  Score: Raw -535127.106083 + Penalty 4080.380444 = -531046.725639
  nChanged 29
		SP:Iteration 21Q (3495.060000 sec): 3 clusters
  Score: Raw -535138.662411 + Penalty 4080.380444 = -531058.281967
  nChanged 22
		SP:Iteration 22Q (3495.080000 sec): 3 clusters
  Score: Raw -535147.950119 + Penalty 4080.380444 = -531067.569675
  nChanged 18
		SP:Iteration 23Q (3495.090000 sec): 3 clusters
  Score: Raw -535155.515111 + Penalty 4080.380444 = -531075.134667
  nChanged 10
		SP:Iteration 24Q (3495.100000 sec): 3 clusters
  Score: Raw -535159.133394 + Penalty 4080.380444 = -531078.752950
  nChanged 9
		SP:Iteration 25Q (3495.120000 sec): 3 clusters
  Score: Raw -535164.074245 + Penalty 4080.380444 = -531083.693801
  nChanged 14
		SP:Iteration 26Q (3495.130000 sec): 3 clusters
  Score: Raw -535169.985440 + Penalty 4080.380444 = -531089.604996
  nChanged 9
		SP:Iteration 27Q (3495.140000 sec): 3 clusters
  Score: Raw -535173.420759 + Penalty 4080.380444 = -531093.040315
  nChanged 11
		SP:Iteration 28Q (3495.160000 sec): 3 clusters
  Score: Raw -535177.758599 + Penalty 4080.380444 = -531097.378156
  nChanged 10
		SP:Iteration 29Q (3495.170000 sec): 3 clusters
  Score: Raw -535181.917573 + Penalty 4080.380444 = -531101.537129
  nChanged 7
		SP:Iteration 30Q (3495.180000 sec): 3 clusters
  Score: Raw -535183.831558 + Penalty 4080.380444 = -531103.451114
  nChanged 3
		SP:Iteration 31Q (3495.200000 sec): 3 clusters
  Score: Raw -535184.345969 + Penalty 4080.380444 = -531103.965526
  nChanged 2
		SP:Iteration 32Q (3495.210000 sec): 3 clusters
  Score: Raw -535184.864185 + Penalty 4080.380444 = -531104.483741
  nChanged 2
		SP:Iteration 33Q (3495.220000 sec): 3 clusters
  Score: Raw -535185.555318 + Penalty 4080.380444 = -531105.174875
  nChanged 2
		SP:Iteration 34Q (3495.240000 sec): 3 clusters
  Score: Raw -535186.035851 + Penalty 4080.380444 = -531105.655408
  nChanged 2
		SP:Iteration 35Q (3495.250000 sec): 3 clusters
  Score: Raw -535186.519351 + Penalty 4080.380444 = -531106.138908
  nChanged 2
		SP:Iteration 36Q (3495.260000 sec): 3 clusters
  Score: Raw -535187.081459 + Penalty 4080.380444 = -531106.701015
  nChanged 2
		SP:Iteration 37Q (3495.280000 sec): 3 clusters
  Score: Raw -535187.657510 + Penalty 4080.380444 = -531107.277067
  nChanged 2
		SP:Iteration 38Q (3495.290000 sec): 3 clusters
  Score: Raw -535188.147179 + Penalty 4080.380444 = -531107.766735
  nChanged 1
		SP:Iteration 39Q (3495.300000 sec): 3 clusters
  Score: Raw -535188.325544 + Penalty 4080.380444 = -531107.945100
  nChanged 0
		SP:Iteration 40F (3495.320000 sec): 3 clusters
  Score: Raw -535188.325544 + Penalty 4080.380444 = -531107.945100
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3495.320000 sec): 2 clusters
  Score: Raw -27239.942278 + Penalty 1352.919637 = -25887.022641
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3495.320000 sec): 3 clusters
  Score: Raw -27430.504619 + Penalty 2705.839273 = -24724.665346
  nChanged 34
		SP:Iteration 1F (3495.320000 sec): 3 clusters
  Score: Raw -27595.717535 + Penalty 2705.839273 = -24889.878262
  nChanged 9
		SP:Iteration 2Q (3495.330000 sec): 3 clusters
  Score: Raw -27652.306241 + Penalty 2705.839273 = -24946.466968
  nChanged 6
		SP:Iteration 3Q (3495.330000 sec): 3 clusters
  Score: Raw -27696.309533 + Penalty 2705.839273 = -24990.470260
  nChanged 4
		SP:Iteration 4Q (3495.330000 sec): 3 clusters
  Score: Raw -27727.513351 + Penalty 2705.839273 = -25021.674078
  nChanged 4
		SP:Iteration 5Q (3495.330000 sec): 3 clusters
  Score: Raw -27788.116136 + Penalty 2705.839273 = -25082.276862
  nChanged 6
		SP:Iteration 6Q (3495.330000 sec): 3 clusters
  Score: Raw -27858.677525 + Penalty 2705.839273 = -25152.838252
  nChanged 7
		SP:Iteration 7Q (3495.330000 sec): 3 clusters
  Score: Raw -27887.880016 + Penalty 2705.839273 = -25182.040743
  nChanged 4
		SP:Iteration 8Q (3495.330000 sec): 3 clusters
  Score: Raw -27903.923793 + Penalty 2705.839273 = -25198.084520
  nChanged 4
		SP:Iteration 9Q (3495.330000 sec): 3 clusters
  Score: Raw -27931.391665 + Penalty 2705.839273 = -25225.552392
  nChanged 4
		SP:Iteration 10Q (3495.330000 sec): 3 clusters
  Score: Raw -27952.616598 + Penalty 2705.839273 = -25246.777325
  nChanged 3
		SP:Iteration 11Q (3495.330000 sec): 3 clusters
  Score: Raw -27966.692760 + Penalty 2705.839273 = -25260.853487
  nChanged 1
		SP:Iteration 12Q (3495.340000 sec): 3 clusters
  Score: Raw -27970.203400 + Penalty 2705.839273 = -25264.364126
  nChanged 0
		SP:Iteration 13F (3495.340000 sec): 3 clusters
  Score: Raw -27970.746959 + Penalty 2705.839273 = -25264.907686
  nChanged 1
		SP:Iteration 14Q (3495.340000 sec): 3 clusters
  Score: Raw -27976.755456 + Penalty 2705.839273 = -25270.916183
  nChanged 1
		SP:Iteration 15Q (3495.340000 sec): 3 clusters
  Score: Raw -28018.494746 + Penalty 2705.839273 = -25312.655473
  nChanged 2
		SP:Iteration 16Q (3495.340000 sec): 3 clusters
  Score: Raw -28042.882298 + Penalty 2705.839273 = -25337.043025
  nChanged 4
		SP:Iteration 17Q (3495.340000 sec): 3 clusters
  Score: Raw -28122.233077 + Penalty 2705.839273 = -25416.393803
  nChanged 2
		SP:Iteration 18Q (3495.340000 sec): 3 clusters
  Score: Raw -28141.934667 + Penalty 2705.839273 = -25436.095394
  nChanged 2
		SP:Iteration 19Q (3495.340000 sec): 3 clusters
  Score: Raw -28160.883179 + Penalty 2705.839273 = -25455.043906
  nChanged 0
		SP:Iteration 20F (3495.340000 sec): 3 clusters
  Score: Raw -28160.883179 + Penalty 2705.839273 = -25455.043906
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (30932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3495.450000 sec): 2 clusters
  Score: Raw -4515613.196611 + Penalty 2564.207538 = -4513048.989073
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3495.560000 sec): 3 clusters
  Score: Raw -4497035.056717 + Penalty 5128.415077 = -4491906.641641
  nChanged 13959
		SP:Iteration 1F (3495.680000 sec): 3 clusters
  Score: Raw -4504667.602188 + Penalty 5128.415077 = -4499539.187112
  nChanged 1557
		SP:Iteration 2F (3495.790000 sec): 3 clusters
  Score: Raw -4505295.828434 + Penalty 5128.415077 = -4500167.413357
  nChanged 1502
		SP:Iteration 3Q (3495.910000 sec): 3 clusters
  Score: Raw -4506029.809894 + Penalty 5128.415077 = -4500901.394817
  nChanged 1573
		SP:Iteration 4F (3496.030000 sec): 3 clusters
  Score: Raw -4506895.243209 + Penalty 5128.415077 = -4501766.828132
  nChanged 1681
		SP:Iteration 5F (3496.150000 sec): 3 clusters
  Score: Raw -4507902.741103 + Penalty 5128.415077 = -4502774.326027
  nChanged 1727
		SP:Iteration 6F (3496.260000 sec): 3 clusters
  Score: Raw -4508920.344609 + Penalty 5128.415077 = -4503791.929532
  nChanged 1724
		SP:Iteration 7F (3496.370000 sec): 3 clusters
  Score: Raw -4509856.163092 + Penalty 5128.415077 = -4504727.748015
  nChanged 1637
		SP:Iteration 8F (3496.490000 sec): 3 clusters
  Score: Raw -4510704.120384 + Penalty 5128.415077 = -4505575.705307
  nChanged 1380
		SP:Iteration 9Q (3496.600000 sec): 3 clusters
  Score: Raw -4511289.402144 + Penalty 5128.415077 = -4506160.987067
  nChanged 1072
		SP:Iteration 10Q (3496.720000 sec): 3 clusters
  Score: Raw -4511665.086992 + Penalty 5128.415077 = -4506536.671915
  nChanged 839
		SP:Iteration 11Q (3496.830000 sec): 3 clusters
  Score: Raw -4511923.549989 + Penalty 5128.415077 = -4506795.134913
  nChanged 615
		SP:Iteration 12Q (3496.950000 sec): 3 clusters
  Score: Raw -4512088.948762 + Penalty 5128.415077 = -4506960.533686
  nChanged 511
		SP:Iteration 13Q (3497.060000 sec): 3 clusters
  Score: Raw -4512212.668483 + Penalty 5128.415077 = -4507084.253406
  nChanged 402
		SP:Iteration 14Q (3497.170000 sec): 3 clusters
  Score: Raw -4512309.048174 + Penalty 5128.415077 = -4507180.633097
  nChanged 337
		SP:Iteration 15Q (3497.290000 sec): 3 clusters
  Score: Raw -4512399.969655 + Penalty 5128.415077 = -4507271.554578
  nChanged 313
		SP:Iteration 16Q (3497.400000 sec): 3 clusters
  Score: Raw -4512478.519262 + Penalty 5128.415077 = -4507350.104185
  nChanged 285
		SP:Iteration 17Q (3497.510000 sec): 3 clusters
  Score: Raw -4512543.743270 + Penalty 5128.415077 = -4507415.328193
  nChanged 247
		SP:Iteration 18Q (3497.630000 sec): 3 clusters
  Score: Raw -4512588.374477 + Penalty 5128.415077 = -4507459.959400
  nChanged 213
		SP:Iteration 19Q (3497.740000 sec): 3 clusters
  Score: Raw -4512619.563049 + Penalty 5128.415077 = -4507491.147972
  nChanged 165
		SP:Iteration 20F (3497.860000 sec): 3 clusters
  Score: Raw -4512644.388129 + Penalty 5128.415077 = -4507515.973052
  nChanged 155
		SP:Iteration 21Q (3497.970000 sec): 3 clusters
  Score: Raw -4512667.688303 + Penalty 5128.415077 = -4507539.273227
  nChanged 149
		SP:Iteration 22Q (3498.090000 sec): 3 clusters
  Score: Raw -4512688.548813 + Penalty 5128.415077 = -4507560.133736
  nChanged 135
		SP:Iteration 23Q (3498.200000 sec): 3 clusters
  Score: Raw -4512709.837977 + Penalty 5128.415077 = -4507581.422900
  nChanged 141
		SP:Iteration 24Q (3498.310000 sec): 3 clusters
  Score: Raw -4512732.918893 + Penalty 5128.415077 = -4507604.503816
  nChanged 141
		SP:Iteration 25Q (3498.430000 sec): 3 clusters
  Score: Raw -4512755.819892 + Penalty 5128.415077 = -4507627.404815
  nChanged 149
		SP:Iteration 26Q (3498.550000 sec): 3 clusters
  Score: Raw -4512782.546231 + Penalty 5128.415077 = -4507654.131155
  nChanged 146
		SP:Iteration 27Q (3498.660000 sec): 3 clusters
  Score: Raw -4512811.967353 + Penalty 5128.415077 = -4507683.552276
  nChanged 157
		SP:Iteration 28Q (3498.770000 sec): 3 clusters
  Score: Raw -4512840.928580 + Penalty 5128.415077 = -4507712.513503
  nChanged 159
		SP:Iteration 29Q (3498.890000 sec): 3 clusters
  Score: Raw -4512866.780914 + Penalty 5128.415077 = -4507738.365837
  nChanged 154
		SP:Iteration 30Q (3499.000000 sec): 3 clusters
  Score: Raw -4512888.606173 + Penalty 5128.415077 = -4507760.191096
  nChanged 111
		SP:Iteration 31Q (3499.110000 sec): 3 clusters
  Score: Raw -4512901.909881 + Penalty 5128.415077 = -4507773.494805
  nChanged 117
		SP:Iteration 32Q (3499.230000 sec): 3 clusters
  Score: Raw -4512914.577123 + Penalty 5128.415077 = -4507786.162046
  nChanged 101
		SP:Iteration 33Q (3499.340000 sec): 3 clusters
  Score: Raw -4512925.978640 + Penalty 5128.415077 = -4507797.563564
  nChanged 106
		SP:Iteration 34Q (3499.450000 sec): 3 clusters
  Score: Raw -4512938.088433 + Penalty 5128.415077 = -4507809.673356
  nChanged 107
		SP:Iteration 35Q (3499.570000 sec): 3 clusters
  Score: Raw -4512949.409526 + Penalty 5128.415077 = -4507820.994449
  nChanged 105
		SP:Iteration 36Q (3499.680000 sec): 3 clusters
  Score: Raw -4512959.966686 + Penalty 5128.415077 = -4507831.551609
  nChanged 113
		SP:Iteration 37Q (3499.790000 sec): 3 clusters
  Score: Raw -4512972.400492 + Penalty 5128.415077 = -4507843.985416
  nChanged 122
		SP:Iteration 38Q (3499.910000 sec): 3 clusters
  Score: Raw -4512986.035205 + Penalty 5128.415077 = -4507857.620128
  nChanged 130
		SP:Iteration 39Q (3500.020000 sec): 3 clusters
  Score: Raw -4513001.135163 + Penalty 5128.415077 = -4507872.720087
  nChanged 145
		SP:Iteration 40F (3500.130000 sec): 3 clusters
  Score: Raw -4513017.370742 + Penalty 5128.415077 = -4507888.955666
  nChanged 143
		SP:Iteration 41Q (3500.250000 sec): 3 clusters
  Score: Raw -4513034.952572 + Penalty 5128.415077 = -4507906.537495
  nChanged 141
		SP:Iteration 42Q (3500.370000 sec): 3 clusters
  Score: Raw -4513052.834346 + Penalty 5128.415077 = -4507924.419270
  nChanged 134
		SP:Iteration 43Q (3500.480000 sec): 3 clusters
  Score: Raw -4513067.827134 + Penalty 5128.415077 = -4507939.412057
  nChanged 140
		SP:Iteration 44Q (3500.590000 sec): 3 clusters
  Score: Raw -4513084.991961 + Penalty 5128.415077 = -4507956.576885
  nChanged 156
		SP:Iteration 45Q (3500.710000 sec): 3 clusters
  Score: Raw -4513106.054160 + Penalty 5128.415077 = -4507977.639084
  nChanged 173
		SP:Iteration 46Q (3500.820000 sec): 3 clusters
  Score: Raw -4513131.070251 + Penalty 5128.415077 = -4508002.655174
  nChanged 165
		SP:Iteration 47Q (3500.930000 sec): 3 clusters
  Score: Raw -4513155.825232 + Penalty 5128.415077 = -4508027.410156
  nChanged 168
		SP:Iteration 48Q (3501.050000 sec): 3 clusters
  Score: Raw -4513181.713989 + Penalty 5128.415077 = -4508053.298913
  nChanged 189
		SP:Iteration 49Q (3501.170000 sec): 3 clusters
  Score: Raw -4513210.687242 + Penalty 5128.415077 = -4508082.272165
  nChanged 191
		SP:Iteration 50Q (3501.280000 sec): 3 clusters
  Score: Raw -4513241.337849 + Penalty 5128.415077 = -4508112.922773
  nChanged 203
		SP:Iteration 51Q (3501.390000 sec): 3 clusters
  Score: Raw -4513277.973030 + Penalty 5128.415077 = -4508149.557953
  nChanged 246
		SP:Iteration 52Q (3501.510000 sec): 3 clusters
  Score: Raw -4513326.006536 + Penalty 5128.415077 = -4508197.591459
  nChanged 292
		SP:Iteration 53Q (3501.620000 sec): 3 clusters
  Score: Raw -4513394.911454 + Penalty 5128.415077 = -4508266.496378
  nChanged 342
		SP:Iteration 54Q (3501.740000 sec): 3 clusters
  Score: Raw -4513482.344537 + Penalty 5128.415077 = -4508353.929461
  nChanged 388
		SP:Iteration 55Q (3501.850000 sec): 3 clusters
  Score: Raw -4513592.817540 + Penalty 5128.415077 = -4508464.402464
  nChanged 408
		SP:Iteration 56Q (3501.960000 sec): 3 clusters
  Score: Raw -4513718.072979 + Penalty 5128.415077 = -4508589.657902
  nChanged 430
		SP:Iteration 57Q (3502.080000 sec): 3 clusters
  Score: Raw -4513870.634345 + Penalty 5128.415077 = -4508742.219268
  nChanged 439
		SP:Iteration 58Q (3502.190000 sec): 3 clusters
  Score: Raw -4514055.632843 + Penalty 5128.415077 = -4508927.217766
  nChanged 533
		SP:Iteration 59Q (3502.300000 sec): 3 clusters
  Score: Raw -4514351.556912 + Penalty 5128.415077 = -4509223.141835
  nChanged 556
		SP:Iteration 60F (3502.420000 sec): 3 clusters
  Score: Raw -4514786.507611 + Penalty 5128.415077 = -4509658.092534
  nChanged 606
		SP:Iteration 61Q (3502.530000 sec): 3 clusters
  Score: Raw -4515508.250233 + Penalty 5128.415077 = -4510379.835156
  nChanged 424
		SP:Iteration 62Q (3502.630000 sec): 3 clusters
  Score: Raw -4516054.430366 + Penalty 5128.415077 = -4510926.015290
  nChanged 329
		SP:Iteration 63Q (3502.730000 sec): 3 clusters
  Score: Raw -4516329.026877 + Penalty 5128.415077 = -4511200.611800
  nChanged 252
		SP:Iteration 64Q (3502.830000 sec): 3 clusters
  Score: Raw -4516464.164222 + Penalty 5128.415077 = -4511335.749146
  nChanged 164
		SP:Iteration 65Q (3502.920000 sec): 3 clusters
  Score: Raw -4516531.803511 + Penalty 5128.415077 = -4511403.388434
  nChanged 145
		SP:Iteration 66Q (3503.010000 sec): 3 clusters
  Score: Raw -4516580.765057 + Penalty 5128.415077 = -4511452.349980
  nChanged 116
		SP:Iteration 67Q (3503.100000 sec): 3 clusters
  Score: Raw -4516618.250250 + Penalty 5128.415077 = -4511489.835173
  nChanged 91
		SP:Iteration 68Q (3503.190000 sec): 3 clusters
  Score: Raw -4516645.949801 + Penalty 5128.415077 = -4511517.534724
  nChanged 65
		SP:Iteration 69Q (3503.280000 sec): 3 clusters
  Score: Raw -4516661.870453 + Penalty 5128.415077 = -4511533.455376
  nChanged 39
		SP:Iteration 70Q (3503.370000 sec): 3 clusters
  Score: Raw -4516671.246946 + Penalty 5128.415077 = -4511542.831869
  nChanged 40
		SP:Iteration 71Q (3503.460000 sec): 3 clusters
  Score: Raw -4516681.181229 + Penalty 5128.415077 = -4511552.766153
  nChanged 36
		SP:Iteration 72Q (3503.550000 sec): 3 clusters
  Score: Raw -4516688.559816 + Penalty 5128.415077 = -4511560.144739
  nChanged 29
		SP:Iteration 73Q (3503.640000 sec): 3 clusters
  Score: Raw -4516693.594634 + Penalty 5128.415077 = -4511565.179558
  nChanged 21
		SP:Iteration 74Q (3503.730000 sec): 3 clusters
  Score: Raw -4516697.465271 + Penalty 5128.415077 = -4511569.050194
  nChanged 21
		SP:Iteration 75Q (3503.810000 sec): 3 clusters
  Score: Raw -4516701.531499 + Penalty 5128.415077 = -4511573.116422
  nChanged 15
		SP:Iteration 76Q (3503.900000 sec): 3 clusters
  Score: Raw -4516703.238041 + Penalty 5128.415077 = -4511574.822964
  nChanged 9
		SP:Iteration 77Q (3503.990000 sec): 3 clusters
  Score: Raw -4516704.829002 + Penalty 5128.415077 = -4511576.413925
  nChanged 10
		SP:Iteration 78Q (3504.080000 sec): 3 clusters
  Score: Raw -4516707.003528 + Penalty 5128.415077 = -4511578.588451
  nChanged 11
		SP:Iteration 79Q (3504.170000 sec): 3 clusters
  Score: Raw -4516709.188541 + Penalty 5128.415077 = -4511580.773464
  nChanged 13
		SP:Iteration 80F (3504.280000 sec): 3 clusters
  Score: Raw -4516711.777273 + Penalty 5128.415077 = -4511583.362197
  nChanged 21
		SP:Iteration 81Q (3504.370000 sec): 3 clusters
  Score: Raw -4516716.348567 + Penalty 5128.415077 = -4511587.933490
  nChanged 20
		SP:Iteration 82Q (3504.460000 sec): 3 clusters
  Score: Raw -4516720.970894 + Penalty 5128.415077 = -4511592.555817
  nChanged 15
		SP:Iteration 83Q (3504.550000 sec): 3 clusters
  Score: Raw -4516723.326798 + Penalty 5128.415077 = -4511594.911721
  nChanged 13
		SP:Iteration 84Q (3504.630000 sec): 3 clusters
  Score: Raw -4516725.571359 + Penalty 5128.415077 = -4511597.156282
  nChanged 8
		SP:Iteration 85Q (3504.730000 sec): 3 clusters
  Score: Raw -4516726.928192 + Penalty 5128.415077 = -4511598.513115
  nChanged 9
		SP:Iteration 86Q (3504.810000 sec): 3 clusters
  Score: Raw -4516728.492613 + Penalty 5128.415077 = -4511600.077536
  nChanged 12
		SP:Iteration 87Q (3504.900000 sec): 3 clusters
  Score: Raw -4516730.763428 + Penalty 5128.415077 = -4511602.348351
  nChanged 14
		SP:Iteration 88Q (3504.990000 sec): 3 clusters
  Score: Raw -4516733.357804 + Penalty 5128.415077 = -4511604.942727
  nChanged 11
		SP:Iteration 89Q (3505.080000 sec): 3 clusters
  Score: Raw -4516735.475113 + Penalty 5128.415077 = -4511607.060037
  nChanged 17
		SP:Iteration 90Q (3505.170000 sec): 3 clusters
  Score: Raw -4516738.574538 + Penalty 5128.415077 = -4511610.159461
  nChanged 15
		SP:Iteration 91Q (3505.260000 sec): 3 clusters
  Score: Raw -4516741.562490 + Penalty 5128.415077 = -4511613.147413
  nChanged 7
		SP:Iteration 92Q (3505.340000 sec): 3 clusters
  Score: Raw -4516742.703125 + Penalty 5128.415077 = -4511614.288048
  nChanged 8
		SP:Iteration 93Q (3505.430000 sec): 3 clusters
  Score: Raw -4516744.173487 + Penalty 5128.415077 = -4511615.758410
  nChanged 7
		SP:Iteration 94Q (3505.520000 sec): 3 clusters
  Score: Raw -4516745.641447 + Penalty 5128.415077 = -4511617.226370
  nChanged 8
		SP:Iteration 95Q (3505.600000 sec): 3 clusters
  Score: Raw -4516746.830187 + Penalty 5128.415077 = -4511618.415110
  nChanged 5
		SP:Iteration 96Q (3505.690000 sec): 3 clusters
  Score: Raw -4516747.605149 + Penalty 5128.415077 = -4511619.190073
  nChanged 4
		SP:Iteration 97Q (3505.780000 sec): 3 clusters
  Score: Raw -4516748.424346 + Penalty 5128.415077 = -4511620.009269
  nChanged 2
		SP:Iteration 98Q (3505.870000 sec): 3 clusters
  Score: Raw -4516748.579806 + Penalty 5128.415077 = -4511620.164730
  nChanged 0
		SP:Iteration 99F (3505.980000 sec): 3 clusters
  Score: Raw -4516748.579806 + Penalty 5128.415077 = -4511620.164730
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3505.990000 sec): 2 clusters
  Score: Raw -32701.428481 + Penalty 1345.387604 = -31356.040876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3505.990000 sec): 3 clusters
  Score: Raw -33213.393600 + Penalty 2690.775209 = -30522.618392
  nChanged 39
		SP:Iteration 1F (3505.990000 sec): 3 clusters
  Score: Raw -33416.206491 + Penalty 2690.775209 = -30725.431282
  nChanged 18
		SP:Iteration 2F (3505.990000 sec): 3 clusters
  Score: Raw -33503.259242 + Penalty 2690.775209 = -30812.484033
  nChanged 8
		SP:Iteration 3Q (3505.990000 sec): 3 clusters
  Score: Raw -33611.126575 + Penalty 2690.775209 = -30920.351367
  nChanged 5
		SP:Iteration 4Q (3506.000000 sec): 3 clusters
  Score: Raw -33665.492855 + Penalty 2690.775209 = -30974.717647
  nChanged 3
		SP:Iteration 5Q (3506.000000 sec): 3 clusters
  Score: Raw -33739.002657 + Penalty 2690.775209 = -31048.227448
  nChanged 0
		SP:Iteration 6F (3506.000000 sec): 3 clusters
  Score: Raw -33739.002657 + Penalty 2690.775209 = -31048.227448
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 23 (608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.000000 sec): 2 clusters
  Score: Raw -81594.403659 + Penalty 1589.723371 = -80004.680288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3506.010000 sec): 3 clusters
  Score: Raw -81595.408288 + Penalty 3179.446741 = -78415.961546
  nChanged 123
		SP:Iteration 1F (3506.010000 sec): 3 clusters
  Score: Raw -81811.106173 + Penalty 3179.446741 = -78631.659431
  nChanged 26
		SP:Iteration 2Q (3506.010000 sec): 3 clusters
  Score: Raw -81882.378766 + Penalty 3179.446741 = -78702.932024
  nChanged 15
		SP:Iteration 3Q (3506.010000 sec): 3 clusters
  Score: Raw -81912.430906 + Penalty 3179.446741 = -78732.984165
  nChanged 9
		SP:Iteration 4Q (3506.010000 sec): 3 clusters
  Score: Raw -81929.914218 + Penalty 3179.446741 = -78750.467477
  nChanged 8
		SP:Iteration 5Q (3506.010000 sec): 3 clusters
  Score: Raw -81942.595795 + Penalty 3179.446741 = -78763.149053
  nChanged 6
		SP:Iteration 6Q (3506.020000 sec): 3 clusters
  Score: Raw -81949.917834 + Penalty 3179.446741 = -78770.471092
  nChanged 2
		SP:Iteration 7Q (3506.020000 sec): 3 clusters
  Score: Raw -81953.617377 + Penalty 3179.446741 = -78774.170636
  nChanged 1
		SP:Iteration 8Q (3506.020000 sec): 3 clusters
  Score: Raw -81957.008788 + Penalty 3179.446741 = -78777.562046
  nChanged 1
		SP:Iteration 9Q (3506.020000 sec): 3 clusters
  Score: Raw -81958.365739 + Penalty 3179.446741 = -78778.918997
  nChanged 1
		SP:Iteration 10Q (3506.030000 sec): 3 clusters
  Score: Raw -81963.859269 + Penalty 3179.446741 = -78784.412527
  nChanged 4
		SP:Iteration 11Q (3506.030000 sec): 3 clusters
  Score: Raw -81972.604563 + Penalty 3179.446741 = -78793.157822
  nChanged 3
		SP:Iteration 12Q (3506.030000 sec): 3 clusters
  Score: Raw -81981.791416 + Penalty 3179.446741 = -78802.344674
  nChanged 5
		SP:Iteration 13Q (3506.030000 sec): 3 clusters
  Score: Raw -81995.534638 + Penalty 3179.446741 = -78816.087896
  nChanged 6
		SP:Iteration 14Q (3506.030000 sec): 3 clusters
  Score: Raw -82010.293789 + Penalty 3179.446741 = -78830.847047
  nChanged 7
		SP:Iteration 15Q (3506.040000 sec): 3 clusters
  Score: Raw -82024.950957 + Penalty 3179.446741 = -78845.504215
  nChanged 3
		SP:Iteration 16Q (3506.040000 sec): 3 clusters
  Score: Raw -82030.698960 + Penalty 3179.446741 = -78851.252219
  nChanged 1
		SP:Iteration 17Q (3506.040000 sec): 3 clusters
  Score: Raw -82032.407954 + Penalty 3179.446741 = -78852.961213
  nChanged 0
		SP:Iteration 18F (3506.040000 sec): 3 clusters
  Score: Raw -82032.407954 + Penalty 3179.446741 = -78852.961213
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.050000 sec): 2 clusters
  Score: Raw -257351.790429 + Penalty 1857.789723 = -255494.000706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3506.060000 sec): 3 clusters
  Score: Raw -256710.368796 + Penalty 3715.579446 = -252994.789350
  nChanged 543
		SP:Iteration 1F (3506.070000 sec): 3 clusters
  Score: Raw -257112.280154 + Penalty 3715.579446 = -253396.700708
  nChanged 114
		SP:Iteration 2F (3506.070000 sec): 3 clusters
  Score: Raw -257214.868777 + Penalty 3715.579446 = -253499.289330
  nChanged 69
		SP:Iteration 3Q (3506.080000 sec): 3 clusters
  Score: Raw -257264.404490 + Penalty 3715.579446 = -253548.825044
  nChanged 40
		SP:Iteration 4Q (3506.080000 sec): 3 clusters
  Score: Raw -257296.602308 + Penalty 3715.579446 = -253581.022862
  nChanged 33
		SP:Iteration 5Q (3506.090000 sec): 3 clusters
  Score: Raw -257327.430312 + Penalty 3715.579446 = -253611.850865
  nChanged 26
		SP:Iteration 6Q (3506.100000 sec): 3 clusters
  Score: Raw -257344.697808 + Penalty 3715.579446 = -253629.118362
  nChanged 21
		SP:Iteration 7Q (3506.100000 sec): 3 clusters
  Score: Raw -257359.560384 + Penalty 3715.579446 = -253643.980938
  nChanged 18
		SP:Iteration 8Q (3506.110000 sec): 3 clusters
  Score: Raw -257374.790280 + Penalty 3715.579446 = -253659.210833
  nChanged 18
		SP:Iteration 9Q (3506.110000 sec): 3 clusters
  Score: Raw -257386.417682 + Penalty 3715.579446 = -253670.838235
  nChanged 13
		SP:Iteration 10Q (3506.120000 sec): 3 clusters
  Score: Raw -257396.229732 + Penalty 3715.579446 = -253680.650286
  nChanged 9
		SP:Iteration 11Q (3506.130000 sec): 3 clusters
  Score: Raw -257405.952630 + Penalty 3715.579446 = -253690.373184
  nChanged 9
		SP:Iteration 12Q (3506.130000 sec): 3 clusters
  Score: Raw -257411.208475 + Penalty 3715.579446 = -253695.629029
  nChanged 8
		SP:Iteration 13Q (3506.140000 sec): 3 clusters
  Score: Raw -257414.908881 + Penalty 3715.579446 = -253699.329435
  nChanged 7
		SP:Iteration 14Q (3506.150000 sec): 3 clusters
  Score: Raw -257421.033115 + Penalty 3715.579446 = -253705.453669
  nChanged 4
		SP:Iteration 15Q (3506.150000 sec): 3 clusters
  Score: Raw -257424.097084 + Penalty 3715.579446 = -253708.517638
  nChanged 4
		SP:Iteration 16Q (3506.160000 sec): 3 clusters
  Score: Raw -257425.587844 + Penalty 3715.579446 = -253710.008398
  nChanged 4
		SP:Iteration 17Q (3506.170000 sec): 3 clusters
  Score: Raw -257427.811350 + Penalty 3715.579446 = -253712.231904
  nChanged 3
		SP:Iteration 18Q (3506.170000 sec): 3 clusters
  Score: Raw -257430.634980 + Penalty 3715.579446 = -253715.055534
  nChanged 3
		SP:Iteration 19Q (3506.180000 sec): 3 clusters
  Score: Raw -257432.776831 + Penalty 3715.579446 = -253717.197385
  nChanged 4
		SP:Iteration 20F (3506.190000 sec): 3 clusters
  Score: Raw -257436.179748 + Penalty 3715.579446 = -253720.600301
  nChanged 9
		SP:Iteration 21Q (3506.190000 sec): 3 clusters
  Score: Raw -257442.983933 + Penalty 3715.579446 = -253727.404486
  nChanged 11
		SP:Iteration 22Q (3506.200000 sec): 3 clusters
  Score: Raw -257448.053723 + Penalty 3715.579446 = -253732.474277
  nChanged 3
		SP:Iteration 23Q (3506.210000 sec): 3 clusters
  Score: Raw -257449.514683 + Penalty 3715.579446 = -253733.935236
  nChanged 3
		SP:Iteration 24Q (3506.210000 sec): 3 clusters
  Score: Raw -257450.886082 + Penalty 3715.579446 = -253735.306636
  nChanged 2
		SP:Iteration 25Q (3506.220000 sec): 3 clusters
  Score: Raw -257451.567220 + Penalty 3715.579446 = -253735.987773
  nChanged 1
		SP:Iteration 26Q (3506.230000 sec): 3 clusters
  Score: Raw -257451.692958 + Penalty 3715.579446 = -253736.113511
  nChanged 0
		SP:Iteration 27F (3506.230000 sec): 3 clusters
  Score: Raw -257451.692958 + Penalty 3715.579446 = -253736.113511
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.230000 sec): 2 clusters
  Score: Raw -14092.726968 + Penalty 1232.513698 = -12860.213270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3506.230000 sec): 3 clusters
  Score: Raw -14592.446370 + Penalty 2465.027397 = -12127.418973
  nChanged 14
		SP:Iteration 1F (3506.230000 sec): 3 clusters
  Score: Raw -14745.681726 + Penalty 2465.027397 = -12280.654329
  nChanged 3
		SP:Iteration 2Q (3506.240000 sec): 3 clusters
  Score: Raw -14771.487884 + Penalty 2465.027397 = -12306.460487
  nChanged 1
		SP:Iteration 3Q (3506.240000 sec): 3 clusters
  Score: Raw -14789.577018 + Penalty 2465.027397 = -12324.549622
  nChanged 0
		SP:Iteration 4F (3506.240000 sec): 3 clusters
  Score: Raw -14789.577018 + Penalty 2465.027397 = -12324.549622
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.240000 sec): 2 clusters
  Score: Raw -51116.540451 + Penalty 1468.551448 = -49647.989003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3506.240000 sec): 3 clusters
  Score: Raw -51201.696368 + Penalty 2937.102896 = -48264.593472
  nChanged 45
		SP:Iteration 1F (3506.250000 sec): 3 clusters
  Score: Raw -51341.637066 + Penalty 2937.102896 = -48404.534170
  nChanged 18
		SP:Iteration 2Q (3506.250000 sec): 3 clusters
  Score: Raw -51414.084325 + Penalty 2937.102896 = -48476.981428
  nChanged 6
		SP:Iteration 3Q (3506.250000 sec): 3 clusters
  Score: Raw -51455.753503 + Penalty 2937.102896 = -48518.650607
  nChanged 6
		SP:Iteration 4Q (3506.250000 sec): 3 clusters
  Score: Raw -51477.897718 + Penalty 2937.102896 = -48540.794821
  nChanged 5
		SP:Iteration 5Q (3506.250000 sec): 3 clusters
  Score: Raw -51496.003237 + Penalty 2937.102896 = -48558.900341
  nChanged 3
		SP:Iteration 6Q (3506.250000 sec): 3 clusters
  Score: Raw -51505.243390 + Penalty 2937.102896 = -48568.140494
  nChanged 1
		SP:Iteration 7Q (3506.250000 sec): 3 clusters
  Score: Raw -51508.987904 + Penalty 2937.102896 = -48571.885008
  nChanged 1
		SP:Iteration 8Q (3506.250000 sec): 3 clusters
  Score: Raw -51512.052327 + Penalty 2937.102896 = -48574.949431
  nChanged 1
		SP:Iteration 9Q (3506.250000 sec): 3 clusters
  Score: Raw -51512.972637 + Penalty 2937.102896 = -48575.869741
  nChanged 1
		SP:Iteration 10Q (3506.250000 sec): 3 clusters
  Score: Raw -51515.811167 + Penalty 2937.102896 = -48578.708271
  nChanged 1
		SP:Iteration 11Q (3506.260000 sec): 3 clusters
  Score: Raw -51519.907214 + Penalty 2937.102896 = -48582.804318
  nChanged 0
		SP:Iteration 12F (3506.260000 sec): 3 clusters
  Score: Raw -51519.907214 + Penalty 2937.102896 = -48582.804318
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (141251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.750000 sec): 2 clusters
  Score: Raw -20514292.578996 + Penalty 2940.856845 = -20511351.722151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3507.290000 sec): 3 clusters
  Score: Raw -20422566.434940 + Penalty 5881.713689 = -20416684.721250
  nChanged 67533
		SP:Iteration 1F (3507.830000 sec): 3 clusters
  Score: Raw -20462165.612337 + Penalty 5881.713689 = -20456283.898648
  nChanged 4922
		SP:Iteration 2Q (3508.370000 sec): 3 clusters
  Score: Raw -20463540.663758 + Penalty 5881.713689 = -20457658.950068
  nChanged 5397
		SP:Iteration 3Q (3508.930000 sec): 3 clusters
  Score: Raw -20465309.651595 + Penalty 5881.713689 = -20459427.937906
  nChanged 6090
		SP:Iteration 4Q (3509.480000 sec): 3 clusters
  Score: Raw -20467684.734921 + Penalty 5881.713689 = -20461803.021231
  nChanged 7092
		SP:Iteration 5F (3510.020000 sec): 3 clusters
  Score: Raw -20470780.456854 + Penalty 5881.713689 = -20464898.743165
  nChanged 7866
		SP:Iteration 6F (3510.550000 sec): 3 clusters
  Score: Raw -20474619.770995 + Penalty 5881.713689 = -20468738.057305
  nChanged 8269
		SP:Iteration 7F (3511.090000 sec): 3 clusters
  Score: Raw -20478938.030408 + Penalty 5881.713689 = -20473056.316719
  nChanged 8009
		SP:Iteration 8F (3511.630000 sec): 3 clusters
  Score: Raw -20483233.622133 + Penalty 5881.713689 = -20477351.908444
  nChanged 7244
		SP:Iteration 9F (3512.160000 sec): 3 clusters
  Score: Raw -20487372.724520 + Penalty 5881.713689 = -20481491.010831
  nChanged 6378
		SP:Iteration 10Q (3512.710000 sec): 3 clusters
  Score: Raw -20491473.941247 + Penalty 5881.713689 = -20485592.227558
  nChanged 5559
		SP:Iteration 11Q (3513.250000 sec): 3 clusters
  Score: Raw -20495246.550241 + Penalty 5881.713689 = -20489364.836551
  nChanged 4829
		SP:Iteration 12Q (3513.770000 sec): 3 clusters
  Score: Raw -20498356.756677 + Penalty 5881.713689 = -20492475.042988
  nChanged 3893
		SP:Iteration 13Q (3514.290000 sec): 3 clusters
  Score: Raw -20500555.387493 + Penalty 5881.713689 = -20494673.673803
  nChanged 3154
		SP:Iteration 14Q (3514.790000 sec): 3 clusters
  Score: Raw -20502023.376857 + Penalty 5881.713689 = -20496141.663168
  nChanged 2551
		SP:Iteration 15Q (3515.280000 sec): 3 clusters
  Score: Raw -20503105.018074 + Penalty 5881.713689 = -20497223.304384
  nChanged 2383
		SP:Iteration 16Q (3515.750000 sec): 3 clusters
  Score: Raw -20504056.510288 + Penalty 5881.713689 = -20498174.796599
  nChanged 2291
		SP:Iteration 17Q (3516.230000 sec): 3 clusters
  Score: Raw -20504986.485109 + Penalty 5881.713689 = -20499104.771419
  nChanged 2267
		SP:Iteration 18Q (3516.690000 sec): 3 clusters
  Score: Raw -20505933.971509 + Penalty 5881.713689 = -20500052.257819
  nChanged 2240
		SP:Iteration 19Q (3517.150000 sec): 3 clusters
  Score: Raw -20506900.408232 + Penalty 5881.713689 = -20501018.694543
  nChanged 2151
		SP:Iteration 20F (3517.690000 sec): 3 clusters
  Score: Raw -20507831.968452 + Penalty 5881.713689 = -20501950.254763
  nChanged 2015
		SP:Iteration 21Q (3518.140000 sec): 3 clusters
  Score: Raw -20508693.608960 + Penalty 5881.713689 = -20502811.895271
  nChanged 1828
		SP:Iteration 22Q (3518.580000 sec): 3 clusters
  Score: Raw -20509478.439197 + Penalty 5881.713689 = -20503596.725507
  nChanged 1726
		SP:Iteration 23Q (3519.020000 sec): 3 clusters
  Score: Raw -20510225.763633 + Penalty 5881.713689 = -20504344.049944
  nChanged 1533
		SP:Iteration 24Q (3519.450000 sec): 3 clusters
  Score: Raw -20510900.335977 + Penalty 5881.713689 = -20505018.622288
  nChanged 1468
		SP:Iteration 25Q (3519.880000 sec): 3 clusters
  Score: Raw -20511572.855425 + Penalty 5881.713689 = -20505691.141735
  nChanged 1315
		SP:Iteration 26Q (3520.290000 sec): 3 clusters
  Score: Raw -20512185.066589 + Penalty 5881.713689 = -20506303.352900
  nChanged 1110
		SP:Iteration 27Q (3520.710000 sec): 3 clusters
  Score: Raw -20512694.389851 + Penalty 5881.713689 = -20506812.676162
  nChanged 962
		SP:Iteration 28Q (3521.120000 sec): 3 clusters
  Score: Raw -20513132.461933 + Penalty 5881.713689 = -20507250.748244
  nChanged 835
		SP:Iteration 29Q (3521.530000 sec): 3 clusters
  Score: Raw -20513535.171201 + Penalty 5881.713689 = -20507653.457511
  nChanged 674
		SP:Iteration 30Q (3521.930000 sec): 3 clusters
  Score: Raw -20513859.472055 + Penalty 5881.713689 = -20507977.758365
  nChanged 518
		SP:Iteration 31Q (3522.330000 sec): 3 clusters
  Score: Raw -20514098.272292 + Penalty 5881.713689 = -20508216.558602
  nChanged 391
		SP:Iteration 32Q (3522.730000 sec): 3 clusters
  Score: Raw -20514281.820860 + Penalty 5881.713689 = -20508400.107171
  nChanged 321
		SP:Iteration 33Q (3523.120000 sec): 3 clusters
  Score: Raw -20514437.866830 + Penalty 5881.713689 = -20508556.153140
  nChanged 228
		SP:Iteration 34Q (3523.510000 sec): 3 clusters
  Score: Raw -20514551.195677 + Penalty 5881.713689 = -20508669.481988
  nChanged 186
		SP:Iteration 35Q (3523.900000 sec): 3 clusters
  Score: Raw -20514644.277665 + Penalty 5881.713689 = -20508762.563975
  nChanged 134
		SP:Iteration 36Q (3524.290000 sec): 3 clusters
  Score: Raw -20514707.017359 + Penalty 5881.713689 = -20508825.303669
  nChanged 98
		SP:Iteration 37Q (3524.680000 sec): 3 clusters
  Score: Raw -20514746.558186 + Penalty 5881.713689 = -20508864.844496
  nChanged 66
		SP:Iteration 38Q (3525.070000 sec): 3 clusters
  Score: Raw -20514774.142902 + Penalty 5881.713689 = -20508892.429213
  nChanged 56
		SP:Iteration 39Q (3525.460000 sec): 3 clusters
  Score: Raw -20514796.193949 + Penalty 5881.713689 = -20508914.480260
  nChanged 40
		SP:Iteration 40F (3525.980000 sec): 3 clusters
  Score: Raw -20514810.658393 + Penalty 5881.713689 = -20508928.944704
  nChanged 29
		SP:Iteration 41Q (3526.370000 sec): 3 clusters
  Score: Raw -20514823.722664 + Penalty 5881.713689 = -20508942.008974
  nChanged 32
		SP:Iteration 42Q (3526.760000 sec): 3 clusters
  Score: Raw -20514836.950547 + Penalty 5881.713689 = -20508955.236858
  nChanged 26
		SP:Iteration 43Q (3527.140000 sec): 3 clusters
  Score: Raw -20514846.077998 + Penalty 5881.713689 = -20508964.364309
  nChanged 20
		SP:Iteration 44Q (3527.530000 sec): 3 clusters
  Score: Raw -20514852.972603 + Penalty 5881.713689 = -20508971.258914
  nChanged 19
		SP:Iteration 45Q (3527.920000 sec): 3 clusters
  Score: Raw -20514858.463965 + Penalty 5881.713689 = -20508976.750276
  nChanged 15
		SP:Iteration 46Q (3528.310000 sec): 3 clusters
  Score: Raw -20514862.104514 + Penalty 5881.713689 = -20508980.390824
  nChanged 11
		SP:Iteration 47Q (3528.690000 sec): 3 clusters
  Score: Raw -20514865.782674 + Penalty 5881.713689 = -20508984.068984
  nChanged 6
		SP:Iteration 48Q (3529.080000 sec): 3 clusters
  Score: Raw -20514867.375164 + Penalty 5881.713689 = -20508985.661474
  nChanged 2
		SP:Iteration 49Q (3529.460000 sec): 3 clusters
  Score: Raw -20514867.892136 + Penalty 5881.713689 = -20508986.178447
  nChanged 1
		SP:Iteration 50Q (3529.850000 sec): 3 clusters
  Score: Raw -20514868.137742 + Penalty 5881.713689 = -20508986.424053
  nChanged 0
		SP:Iteration 51F (3530.380000 sec): 3 clusters
  Score: Raw -20514868.137742 + Penalty 5881.713689 = -20508986.424053
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3530.440000 sec): 2 clusters
  Score: Raw -19667.259116 + Penalty 1308.972435 = -18358.286681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3530.440000 sec): 3 clusters
  Score: Raw -20091.676471 + Penalty 2617.944871 = -17473.731600
  nChanged 28
		SP:Iteration 1F (3530.440000 sec): 3 clusters
  Score: Raw -20337.807188 + Penalty 2617.944871 = -17719.862317
  nChanged 4
		SP:Iteration 2Q (3530.450000 sec): 3 clusters
  Score: Raw -20373.386797 + Penalty 2617.944871 = -17755.441927
  nChanged 3
		SP:Iteration 3Q (3530.450000 sec): 3 clusters
  Score: Raw -20391.913147 + Penalty 2617.944871 = -17773.968276
  nChanged 4
		SP:Iteration 4Q (3530.450000 sec): 3 clusters
  Score: Raw -20424.397190 + Penalty 2617.944871 = -17806.452319
  nChanged 3
		SP:Iteration 5Q (3530.450000 sec): 3 clusters
  Score: Raw -20441.739449 + Penalty 2617.944871 = -17823.794578
  nChanged 0
		SP:Iteration 6F (3530.450000 sec): 3 clusters
  Score: Raw -20441.739449 + Penalty 2617.944871 = -17823.794578
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 29 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3530.450000 sec): 2 clusters
  Score: Raw -74196.170923 + Penalty 1539.730326 = -72656.440597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3530.460000 sec): 3 clusters
  Score: Raw -74209.912601 + Penalty 3079.460653 = -71130.451948
  nChanged 85
		SP:Iteration 1F (3530.460000 sec): 3 clusters
  Score: Raw -74369.226895 + Penalty 3079.460653 = -71289.766242
  nChanged 27
		SP:Iteration 2F (3530.460000 sec): 3 clusters
  Score: Raw -74437.179510 + Penalty 3079.460653 = -71357.718857
  nChanged 8
		SP:Iteration 3Q (3530.460000 sec): 3 clusters
  Score: Raw -74453.054988 + Penalty 3079.460653 = -71373.594335
  nChanged 4
		SP:Iteration 4Q (3530.460000 sec): 3 clusters
  Score: Raw -74461.668240 + Penalty 3079.460653 = -71382.207587
  nChanged 3
		SP:Iteration 5Q (3530.460000 sec): 3 clusters
  Score: Raw -74469.123965 + Penalty 3079.460653 = -71389.663312
  nChanged 1
		SP:Iteration 6Q (3530.470000 sec): 3 clusters
  Score: Raw -74471.675923 + Penalty 3079.460653 = -71392.215270
  nChanged 1
		SP:Iteration 7Q (3530.470000 sec): 3 clusters
  Score: Raw -74477.366493 + Penalty 3079.460653 = -71397.905840
  nChanged 0
		SP:Iteration 8F (3530.470000 sec): 3 clusters
  Score: Raw -74477.366493 + Penalty 3079.460653 = -71397.905840
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 30 (34695 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3530.590000 sec): 2 clusters
  Score: Raw -5302275.673162 + Penalty 2592.679014 = -5299682.994148
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3530.720000 sec): 3 clusters
  Score: Raw -5281080.537917 + Penalty 5185.358028 = -5275895.179889
  nChanged 15833
		SP:Iteration 1F (3530.850000 sec): 3 clusters
  Score: Raw -5289605.054523 + Penalty 5185.358028 = -5284419.696495
  nChanged 1498
		SP:Iteration 2Q (3530.980000 sec): 3 clusters
  Score: Raw -5290033.516488 + Penalty 5185.358028 = -5284848.158460
  nChanged 1328
		SP:Iteration 3Q (3531.110000 sec): 3 clusters
  Score: Raw -5290394.345954 + Penalty 5185.358028 = -5285208.987926
  nChanged 1200
		SP:Iteration 4Q (3531.240000 sec): 3 clusters
  Score: Raw -5290690.631876 + Penalty 5185.358028 = -5285505.273848
  nChanged 1092
		SP:Iteration 5Q (3531.380000 sec): 3 clusters
  Score: Raw -5290987.767394 + Penalty 5185.358028 = -5285802.409366
  nChanged 1113
		SP:Iteration 6Q (3531.510000 sec): 3 clusters
  Score: Raw -5291327.941811 + Penalty 5185.358028 = -5286142.583783
  nChanged 1233
		SP:Iteration 7Q (3531.640000 sec): 3 clusters
  Score: Raw -5291771.889296 + Penalty 5185.358028 = -5286586.531268
  nChanged 1388
		SP:Iteration 8Q (3531.770000 sec): 3 clusters
  Score: Raw -5292368.214368 + Penalty 5185.358028 = -5287182.856340
  nChanged 1622
		SP:Iteration 9Q (3531.900000 sec): 3 clusters
  Score: Raw -5293235.803337 + Penalty 5185.358028 = -5288050.445308
  nChanged 1900
		SP:Iteration 10F (3532.030000 sec): 3 clusters
  Score: Raw -5294459.978135 + Penalty 5185.358028 = -5289274.620107
  nChanged 2039
		SP:Iteration 11F (3532.160000 sec): 3 clusters
  Score: Raw -5295982.782609 + Penalty 5185.358028 = -5290797.424581
  nChanged 1899
		SP:Iteration 12F (3532.290000 sec): 3 clusters
  Score: Raw -5297542.340043 + Penalty 5185.358028 = -5292356.982015
  nChanged 1662
		SP:Iteration 13Q (3532.420000 sec): 3 clusters
  Score: Raw -5298888.093056 + Penalty 5185.358028 = -5293702.735028
  nChanged 1244
		SP:Iteration 14Q (3532.540000 sec): 3 clusters
  Score: Raw -5299812.803894 + Penalty 5185.358028 = -5294627.445866
  nChanged 879
		SP:Iteration 15Q (3532.660000 sec): 3 clusters
  Score: Raw -5300378.049804 + Penalty 5185.358028 = -5295192.691776
  nChanged 621
		SP:Iteration 16Q (3532.770000 sec): 3 clusters
  Score: Raw -5300721.141142 + Penalty 5185.358028 = -5295535.783114
  nChanged 475
		SP:Iteration 17Q (3532.880000 sec): 3 clusters
  Score: Raw -5300972.718495 + Penalty 5185.358028 = -5295787.360467
  nChanged 402
		SP:Iteration 18Q (3532.990000 sec): 3 clusters
  Score: Raw -5301175.075351 + Penalty 5185.358028 = -5295989.717323
  nChanged 352
		SP:Iteration 19Q (3533.100000 sec): 3 clusters
  Score: Raw -5301351.201143 + Penalty 5185.358028 = -5296165.843115
  nChanged 312
		SP:Iteration 20F (3533.230000 sec): 3 clusters
  Score: Raw -5301505.894105 + Penalty 5185.358028 = -5296320.536077
  nChanged 278
		SP:Iteration 21Q (3533.330000 sec): 3 clusters
  Score: Raw -5301638.485768 + Penalty 5185.358028 = -5296453.127740
  nChanged 256
		SP:Iteration 22Q (3533.440000 sec): 3 clusters
  Score: Raw -5301757.279619 + Penalty 5185.358028 = -5296571.921591
  nChanged 222
		SP:Iteration 23Q (3533.540000 sec): 3 clusters
  Score: Raw -5301854.695941 + Penalty 5185.358028 = -5296669.337913
  nChanged 174
		SP:Iteration 24Q (3533.640000 sec): 3 clusters
  Score: Raw -5301926.009631 + Penalty 5185.358028 = -5296740.651603
  nChanged 165
		SP:Iteration 25Q (3533.740000 sec): 3 clusters
  Score: Raw -5301990.920446 + Penalty 5185.358028 = -5296805.562417
  nChanged 143
		SP:Iteration 26Q (3533.840000 sec): 3 clusters
  Score: Raw -5302049.007248 + Penalty 5185.358028 = -5296863.649219
  nChanged 125
		SP:Iteration 27Q (3533.940000 sec): 3 clusters
  Score: Raw -5302100.932947 + Penalty 5185.358028 = -5296915.574919
  nChanged 139
		SP:Iteration 28Q (3534.040000 sec): 3 clusters
  Score: Raw -5302157.863930 + Penalty 5185.358028 = -5296972.505902
  nChanged 116
		SP:Iteration 29Q (3534.140000 sec): 3 clusters
  Score: Raw -5302207.046509 + Penalty 5185.358028 = -5297021.688481
  nChanged 111
		SP:Iteration 30Q (3534.230000 sec): 3 clusters
  Score: Raw -5302253.344998 + Penalty 5185.358028 = -5297067.986969
  nChanged 94
		SP:Iteration 31Q (3534.330000 sec): 3 clusters
  Score: Raw -5302298.066997 + Penalty 5185.358028 = -5297112.708969
  nChanged 78
		SP:Iteration 32Q (3534.420000 sec): 3 clusters
  Score: Raw -5302334.416698 + Penalty 5185.358028 = -5297149.058670
  nChanged 70
		SP:Iteration 33Q (3534.520000 sec): 3 clusters
  Score: Raw -5302361.577179 + Penalty 5185.358028 = -5297176.219151
  nChanged 49
		SP:Iteration 34Q (3534.610000 sec): 3 clusters
  Score: Raw -5302378.524121 + Penalty 5185.358028 = -5297193.166093
  nChanged 42
		SP:Iteration 35Q (3534.710000 sec): 3 clusters
  Score: Raw -5302394.413495 + Penalty 5185.358028 = -5297209.055467
  nChanged 41
		SP:Iteration 36Q (3534.800000 sec): 3 clusters
  Score: Raw -5302407.759544 + Penalty 5185.358028 = -5297222.401516
  nChanged 39
		SP:Iteration 37Q (3534.900000 sec): 3 clusters
  Score: Raw -5302420.466317 + Penalty 5185.358028 = -5297235.108289
  nChanged 35
		SP:Iteration 38Q (3534.990000 sec): 3 clusters
  Score: Raw -5302434.636049 + Penalty 5185.358028 = -5297249.278020
  nChanged 28
		SP:Iteration 39Q (3535.080000 sec): 3 clusters
  Score: Raw -5302442.297099 + Penalty 5185.358028 = -5297256.939071
  nChanged 19
		SP:Iteration 40F (3535.220000 sec): 3 clusters
  Score: Raw -5302447.714029 + Penalty 5185.358028 = -5297262.356001
  nChanged 19
		SP:Iteration 41Q (3535.310000 sec): 3 clusters
  Score: Raw -5302455.046277 + Penalty 5185.358028 = -5297269.688249
  nChanged 17
		SP:Iteration 42Q (3535.400000 sec): 3 clusters
  Score: Raw -5302460.548768 + Penalty 5185.358028 = -5297275.190740
  nChanged 9
		SP:Iteration 43Q (3535.490000 sec): 3 clusters
  Score: Raw -5302462.893175 + Penalty 5185.358028 = -5297277.535147
  nChanged 7
		SP:Iteration 44Q (3535.580000 sec): 3 clusters
  Score: Raw -5302465.594413 + Penalty 5185.358028 = -5297280.236385
  nChanged 7
		SP:Iteration 45Q (3535.680000 sec): 3 clusters
  Score: Raw -5302467.897662 + Penalty 5185.358028 = -5297282.539634
  nChanged 10
		SP:Iteration 46Q (3535.770000 sec): 3 clusters
  Score: Raw -5302471.491277 + Penalty 5185.358028 = -5297286.133249
  nChanged 7
		SP:Iteration 47Q (3535.860000 sec): 3 clusters
  Score: Raw -5302474.048541 + Penalty 5185.358028 = -5297288.690513
  nChanged 9
		SP:Iteration 48Q (3535.960000 sec): 3 clusters
  Score: Raw -5302477.310720 + Penalty 5185.358028 = -5297291.952692
  nChanged 8
		SP:Iteration 49Q (3536.050000 sec): 3 clusters
  Score: Raw -5302480.001315 + Penalty 5185.358028 = -5297294.643287
  nChanged 11
		SP:Iteration 50Q (3536.140000 sec): 3 clusters
  Score: Raw -5302484.136188 + Penalty 5185.358028 = -5297298.778160
  nChanged 8
		SP:Iteration 51Q (3536.240000 sec): 3 clusters
  Score: Raw -5302487.462207 + Penalty 5185.358028 = -5297302.104178
  nChanged 9
		SP:Iteration 52Q (3536.330000 sec): 3 clusters
  Score: Raw -5302490.089422 + Penalty 5185.358028 = -5297304.731394
  nChanged 6
		SP:Iteration 53Q (3536.420000 sec): 3 clusters
  Score: Raw -5302492.082266 + Penalty 5185.358028 = -5297306.724238
  nChanged 5
		SP:Iteration 54Q (3536.520000 sec): 3 clusters
  Score: Raw -5302493.684020 + Penalty 5185.358028 = -5297308.325992
  nChanged 3
		SP:Iteration 55Q (3536.610000 sec): 3 clusters
  Score: Raw -5302494.820241 + Penalty 5185.358028 = -5297309.462213
  nChanged 5
		SP:Iteration 56Q (3536.700000 sec): 3 clusters
  Score: Raw -5302496.561306 + Penalty 5185.358028 = -5297311.203278
  nChanged 5
		SP:Iteration 57Q (3536.790000 sec): 3 clusters
  Score: Raw -5302498.489650 + Penalty 5185.358028 = -5297313.131622
  nChanged 3
		SP:Iteration 58Q (3536.890000 sec): 3 clusters
  Score: Raw -5302499.019902 + Penalty 5185.358028 = -5297313.661874
  nChanged 0
		SP:Iteration 59F (3537.010000 sec): 3 clusters
  Score: Raw -5302499.019902 + Penalty 5185.358028 = -5297313.661874
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 31 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3537.030000 sec): 2 clusters
  Score: Raw -27088.895071 + Penalty 1372.280593 = -25716.614478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3537.030000 sec): 3 clusters
  Score: Raw -27333.630637 + Penalty 2744.561186 = -24589.069450
  nChanged 41
		SP:Iteration 1F (3537.030000 sec): 3 clusters
  Score: Raw -27490.930305 + Penalty 2744.561186 = -24746.369119
  nChanged 10
		SP:Iteration 2Q (3537.030000 sec): 3 clusters
  Score: Raw -27521.541848 + Penalty 2744.561186 = -24776.980661
  nChanged 2
		SP:Iteration 3Q (3537.030000 sec): 3 clusters
  Score: Raw -27529.778460 + Penalty 2744.561186 = -24785.217273
  nChanged 2
		SP:Iteration 4Q (3537.040000 sec): 3 clusters
  Score: Raw -27544.897538 + Penalty 2744.561186 = -24800.336352
  nChanged 5
		SP:Iteration 5Q (3537.040000 sec): 3 clusters
  Score: Raw -27574.484047 + Penalty 2744.561186 = -24829.922860
  nChanged 4
		SP:Iteration 6Q (3537.040000 sec): 3 clusters
  Score: Raw -27590.651455 + Penalty 2744.561186 = -24846.090268
  nChanged 0
		SP:Iteration 7F (3537.040000 sec): 3 clusters
  Score: Raw -27590.651455 + Penalty 2744.561186 = -24846.090268
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 32 (721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3537.040000 sec): 2 clusters
  Score: Raw -92353.119768 + Penalty 1631.998506 = -90721.121262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3537.040000 sec): 3 clusters
  Score: Raw -92281.274667 + Penalty 3263.997012 = -89017.277655
  nChanged 176
		SP:Iteration 1F (3537.050000 sec): 3 clusters
  Score: Raw -92607.174715 + Penalty 3263.997012 = -89343.177703
  nChanged 73
		SP:Iteration 2F (3537.050000 sec): 3 clusters
  Score: Raw -92840.009766 + Penalty 3263.997012 = -89576.012754
  nChanged 50
		SP:Iteration 3F (3537.050000 sec): 3 clusters
  Score: Raw -93085.582871 + Penalty 3263.997012 = -89821.585858
  nChanged 41
		SP:Iteration 4F (3537.060000 sec): 3 clusters
  Score: Raw -93250.997706 + Penalty 3263.997012 = -89987.000694
  nChanged 33
		SP:Iteration 5Q (3537.060000 sec): 3 clusters
  Score: Raw -93370.370722 + Penalty 3263.997012 = -90106.373710
  nChanged 30
		SP:Iteration 6Q (3537.060000 sec): 3 clusters
  Score: Raw -93474.642209 + Penalty 3263.997012 = -90210.645197
  nChanged 28
		SP:Iteration 7Q (3537.060000 sec): 3 clusters
  Score: Raw -93552.869426 + Penalty 3263.997012 = -90288.872414
  nChanged 17
		SP:Iteration 8Q (3537.060000 sec): 3 clusters
  Score: Raw -93603.339675 + Penalty 3263.997012 = -90339.342663
  nChanged 13
		SP:Iteration 9Q (3537.070000 sec): 3 clusters
  Score: Raw -93637.550941 + Penalty 3263.997012 = -90373.553929
  nChanged 8
		SP:Iteration 10Q (3537.070000 sec): 3 clusters
  Score: Raw -93674.454696 + Penalty 3263.997012 = -90410.457684
  nChanged 8
		SP:Iteration 11Q (3537.070000 sec): 3 clusters
  Score: Raw -93715.796418 + Penalty 3263.997012 = -90451.799406
  nChanged 5
		SP:Iteration 12Q (3537.070000 sec): 3 clusters
  Score: Raw -93747.674826 + Penalty 3263.997012 = -90483.677814
  nChanged 2
		SP:Iteration 13Q (3537.080000 sec): 3 clusters
  Score: Raw -93753.771000 + Penalty 3263.997012 = -90489.773988
  nChanged 1
		SP:Iteration 14Q (3537.080000 sec): 3 clusters
  Score: Raw -93754.785939 + Penalty 3263.997012 = -90490.788927
  nChanged 0
		SP:Iteration 15F (3537.080000 sec): 3 clusters
  Score: Raw -93755.784869 + Penalty 3263.997012 = -90491.787857
  nChanged 1
		SP:Iteration 16Q (3537.080000 sec): 3 clusters
  Score: Raw -93759.701623 + Penalty 3263.997012 = -90495.704611
  nChanged 3
		SP:Iteration 17Q (3537.080000 sec): 3 clusters
  Score: Raw -93766.862521 + Penalty 3263.997012 = -90502.865509
  nChanged 2
		SP:Iteration 18Q (3537.080000 sec): 3 clusters
  Score: Raw -93776.144783 + Penalty 3263.997012 = -90512.147771
  nChanged 2
		SP:Iteration 19Q (3537.090000 sec): 3 clusters
  Score: Raw -93782.312505 + Penalty 3263.997012 = -90518.315493
  nChanged 1
		SP:Iteration 20F (3537.090000 sec): 3 clusters
  Score: Raw -93783.375573 + Penalty 3263.997012 = -90519.378561
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 33 (193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3537.090000 sec): 2 clusters
  Score: Raw -25068.601729 + Penalty 1305.147167 = -23763.454562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3537.100000 sec): 3 clusters
  Score: Raw -25470.422259 + Penalty 2610.294334 = -22860.127925
  nChanged 13
		SP:Iteration 1F (3537.100000 sec): 3 clusters
  Score: Raw -25538.274646 + Penalty 2610.294334 = -22927.980312
  nChanged 4
		SP:Iteration 2Q (3537.100000 sec): 3 clusters
  Score: Raw -25584.555245 + Penalty 2610.294334 = -22974.260911
  nChanged 4
		SP:Iteration 3Q (3537.100000 sec): 3 clusters
  Score: Raw -25625.076853 + Penalty 2610.294334 = -23014.782519
  nChanged 1
		SP:Iteration 4Q (3537.100000 sec): 3 clusters
  Score: Raw -25685.081635 + Penalty 2610.294334 = -23074.787301
  nChanged 4
		SP:Iteration 5Q (3537.100000 sec): 3 clusters
  Score: Raw -25701.019707 + Penalty 2610.294334 = -23090.725373
  nChanged 1
		SP:Iteration 6Q (3537.100000 sec): 3 clusters
  Score: Raw -25703.245500 + Penalty 2610.294334 = -23092.951166
  nChanged 0
		SP:Iteration 7F (3537.100000 sec): 3 clusters
  Score: Raw -25703.245500 + Penalty 2610.294334 = -23092.951166
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 34 (932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3537.100000 sec): 2 clusters
  Score: Raw -123633.679705 + Penalty 1695.658538 = -121938.021167
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3537.110000 sec): 3 clusters
  Score: Raw -123492.657673 + Penalty 3391.317076 = -120101.340597
  nChanged 247
		SP:Iteration 1F (3537.110000 sec): 3 clusters
  Score: Raw -123801.991881 + Penalty 3391.317076 = -120410.674805
  nChanged 61
		SP:Iteration 2F (3537.120000 sec): 3 clusters
  Score: Raw -123897.388079 + Penalty 3391.317076 = -120506.071003
  nChanged 31
		SP:Iteration 3Q (3537.120000 sec): 3 clusters
  Score: Raw -123957.961341 + Penalty 3391.317076 = -120566.644265
  nChanged 19
		SP:Iteration 4Q (3537.120000 sec): 3 clusters
  Score: Raw -123994.147929 + Penalty 3391.317076 = -120602.830853
  nChanged 19
		SP:Iteration 5Q (3537.120000 sec): 3 clusters
  Score: Raw -124028.960445 + Penalty 3391.317076 = -120637.643369
  nChanged 19
		SP:Iteration 6Q (3537.130000 sec): 3 clusters
  Score: Raw -124059.524751 + Penalty 3391.317076 = -120668.207675
  nChanged 18
		SP:Iteration 7Q (3537.130000 sec): 3 clusters
  Score: Raw -124095.683267 + Penalty 3391.317076 = -120704.366191
  nChanged 20
		SP:Iteration 8Q (3537.140000 sec): 3 clusters
  Score: Raw -124139.169278 + Penalty 3391.317076 = -120747.852202
  nChanged 16
		SP:Iteration 9Q (3537.140000 sec): 3 clusters
  Score: Raw -124162.931164 + Penalty 3391.317076 = -120771.614088
  nChanged 5
		SP:Iteration 10Q (3537.140000 sec): 3 clusters
  Score: Raw -124171.090982 + Penalty 3391.317076 = -120779.773906
  nChanged 4
		SP:Iteration 11Q (3537.140000 sec): 3 clusters
  Score: Raw -124175.286646 + Penalty 3391.317076 = -120783.969570
  nChanged 3
		SP:Iteration 12Q (3537.150000 sec): 3 clusters
  Score: Raw -124181.001323 + Penalty 3391.317076 = -120789.684247
  nChanged 4
		SP:Iteration 13Q (3537.150000 sec): 3 clusters
  Score: Raw -124187.120986 + Penalty 3391.317076 = -120795.803910
  nChanged 3
		SP:Iteration 14Q (3537.160000 sec): 3 clusters
  Score: Raw -124189.823656 + Penalty 3391.317076 = -120798.506580
  nChanged 3
		SP:Iteration 15Q (3537.160000 sec): 3 clusters
  Score: Raw -124193.036608 + Penalty 3391.317076 = -120801.719532
  nChanged 2
		SP:Iteration 16Q (3537.160000 sec): 3 clusters
  Score: Raw -124195.704700 + Penalty 3391.317076 = -120804.387624
  nChanged 0
		SP:Iteration 17F (3537.160000 sec): 3 clusters
  Score: Raw -124195.704700 + Penalty 3391.317076 = -120804.387624
  nChanged 0
------ Evaluating fit on full set of 2436854 points ------
  Score: Raw -352816476.147072 + Penalty 124002.833727 = -352692473.313345
Time taken for this iteration:3611.960000 seconds.
 20->35 Clusters: Score -352692473.313345, best is 100000000000000005366162204393472.000000
THE BEST YET!


Starting from 21 clusters...
Memory request: 1.51 GB would take us to total of 6.05 GB.
------ Running on subset of 812284 points ------
	SP: Assigned 21 initial classes randomly.
Deleting Class 11 (5988 points): Lose 1050.762023 but Gain 3374.686117
Iteration 0F (3668.450000 sec): 20 clusters
  Score: Raw -109085892.983005 + Penalty 64119.036229 = -109021773.946777
  nChanged 771082
Iteration 1F (3689.230000 sec): 20 clusters
  Score: Raw -115494546.632043 + Penalty 64119.036229 = -115430427.595814
  nChanged 304128
Iteration 2F (3709.980000 sec): 20 clusters
  Score: Raw -116183551.210142 + Penalty 64119.036229 = -116119432.173913
  nChanged 228801
Iteration 3F (3730.720000 sec): 20 clusters
  Score: Raw -116652827.630807 + Penalty 64119.036229 = -116588708.594578
  nChanged 160119
Iteration 4F (3751.480000 sec): 20 clusters
  Score: Raw -116999749.253840 + Penalty 64119.036229 = -116935630.217611
  nChanged 111472
Iteration 5F (3772.200000 sec): 20 clusters
  Score: Raw -117118067.410929 + Penalty 64119.036229 = -117053948.374701
  nChanged 79079
Deleting Class 4 (2351 points): Lose 2385.924232 but Gain 3374.686117
Iteration 6F (3792.940000 sec): 19 clusters
  Score: Raw -117181740.343890 + Penalty 60744.350111 = -117120995.993779
  nChanged 62795
Iteration 7F (3812.610000 sec): 19 clusters
  Score: Raw -117234931.959242 + Penalty 60744.350111 = -117174187.609131
  nChanged 49806
Iteration 8F (3832.350000 sec): 19 clusters
  Score: Raw -117271437.928023 + Penalty 60744.350111 = -117210693.577911
  nChanged 43246
Iteration 9F (3852.010000 sec): 19 clusters
  Score: Raw -117303021.579595 + Penalty 60744.350111 = -117242277.229484
  nChanged 38409
Iteration 10Q (3860.010000 sec): 19 clusters
  Score: Raw -117333174.280454 + Penalty 60744.350111 = -117272429.930343
  nChanged 34840
Iteration 11Q (3867.720000 sec): 19 clusters
  Score: Raw -117358511.837457 + Penalty 60744.350111 = -117297767.487345
  nChanged 30747
Iteration 12Q (3875.190000 sec): 19 clusters
  Score: Raw -117377923.831248 + Penalty 60744.350111 = -117317179.481137
  nChanged 26382
Iteration 13Q (3882.480000 sec): 19 clusters
  Score: Raw -117393122.323123 + Penalty 60744.350111 = -117332377.973012
  nChanged 21900
Deleting Class 3 (2767 points): Lose 3014.816330 but Gain 3374.686117
Iteration 14Q (3889.610000 sec): 18 clusters
  Score: Raw -117400815.043603 + Penalty 57369.663994 = -117343445.379609
  nChanged 20698
Iteration 15Q (3896.450000 sec): 18 clusters
  Score: Raw -117412377.104331 + Penalty 57369.663994 = -117355007.440337
  nChanged 14967
Iteration 16Q (3903.120000 sec): 18 clusters
  Score: Raw -117417593.408585 + Penalty 57369.663994 = -117360223.744590
  nChanged 12302
Iteration 17Q (3909.660000 sec): 18 clusters
  Score: Raw -117421621.372208 + Penalty 57369.663994 = -117364251.708214
  nChanged 10955
Iteration 18Q (3916.150000 sec): 18 clusters
  Score: Raw -117425226.605719 + Penalty 57369.663994 = -117367856.941725
  nChanged 9873
Iteration 19Q (3922.570000 sec): 18 clusters
  Score: Raw -117428556.456671 + Penalty 57369.663994 = -117371186.792677
  nChanged 9018
Writing temp clu file 
Because OldScore, -117367856.941725, is greater than current (better) Score,-117371186.792677 
 Compute initial score before splitting:   Score: Raw -117428556.456671 + Penalty 57369.663994 = -117371186.792677
Memory request: 0.04 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (21153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3922.800000 sec): 2 clusters
  Score: Raw -3137695.558714 + Penalty 2469.965181 = -3135225.593534
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3922.880000 sec): 3 clusters
  Score: Raw -3125363.036610 + Penalty 4939.930361 = -3120423.106249
  nChanged 9309
		SP:Iteration 1F (3922.950000 sec): 3 clusters
  Score: Raw -3130496.869429 + Penalty 4939.930361 = -3125556.939068
  nChanged 1248
		SP:Iteration 2F (3923.030000 sec): 3 clusters
  Score: Raw -3131456.615789 + Penalty 4939.930361 = -3126516.685428
  nChanged 1570
		SP:Iteration 3F (3923.110000 sec): 3 clusters
  Score: Raw -3133189.981397 + Penalty 4939.930361 = -3128250.051036
  nChanged 2100
		SP:Iteration 4F (3923.190000 sec): 3 clusters
  Score: Raw -3135576.790171 + Penalty 4939.930361 = -3130636.859810
  nChanged 2139
		SP:Iteration 5F (3923.260000 sec): 3 clusters
  Score: Raw -3137831.982004 + Penalty 4939.930361 = -3132892.051643
  nChanged 1648
		SP:Iteration 6F (3923.340000 sec): 3 clusters
  Score: Raw -3139541.706689 + Penalty 4939.930361 = -3134601.776328
  nChanged 1046
		SP:Iteration 7Q (3923.410000 sec): 3 clusters
  Score: Raw -3140793.793308 + Penalty 4939.930361 = -3135853.862947
  nChanged 537
		SP:Iteration 8Q (3923.490000 sec): 3 clusters
  Score: Raw -3141455.521758 + Penalty 4939.930361 = -3136515.591397
  nChanged 314
		SP:Iteration 9Q (3923.550000 sec): 3 clusters
  Score: Raw -3141731.810220 + Penalty 4939.930361 = -3136791.879859
  nChanged 212
		SP:Iteration 10Q (3923.610000 sec): 3 clusters
  Score: Raw -3141866.887950 + Penalty 4939.930361 = -3136926.957589
  nChanged 118
		SP:Iteration 11Q (3923.670000 sec): 3 clusters
  Score: Raw -3141923.081663 + Penalty 4939.930361 = -3136983.151302
  nChanged 77
		SP:Iteration 12Q (3923.730000 sec): 3 clusters
  Score: Raw -3141947.264823 + Penalty 4939.930361 = -3137007.334462
  nChanged 54
		SP:Iteration 13Q (3923.790000 sec): 3 clusters
  Score: Raw -3141960.855829 + Penalty 4939.930361 = -3137020.925467
  nChanged 34
		SP:Iteration 14Q (3923.850000 sec): 3 clusters
  Score: Raw -3141969.385917 + Penalty 4939.930361 = -3137029.455556
  nChanged 17
		SP:Iteration 15Q (3923.910000 sec): 3 clusters
  Score: Raw -3141973.056437 + Penalty 4939.930361 = -3137033.126076
  nChanged 17
		SP:Iteration 16Q (3923.970000 sec): 3 clusters
  Score: Raw -3141976.395076 + Penalty 4939.930361 = -3137036.464715
  nChanged 8
		SP:Iteration 17Q (3924.020000 sec): 3 clusters
  Score: Raw -3141977.918611 + Penalty 4939.930361 = -3137037.988250
  nChanged 5
		SP:Iteration 18Q (3924.080000 sec): 3 clusters
  Score: Raw -3141979.015617 + Penalty 4939.930361 = -3137039.085256
  nChanged 3
		SP:Iteration 19Q (3924.140000 sec): 3 clusters
  Score: Raw -3141979.473123 + Penalty 4939.930361 = -3137039.542762
  nChanged 1
		SP:Iteration 20F (3924.210000 sec): 3 clusters
  Score: Raw -3141979.568230 + Penalty 4939.930361 = -3137039.637869
  nChanged 1
		SP:Iteration 21Q (3924.270000 sec): 3 clusters
  Score: Raw -3141979.688147 + Penalty 4939.930361 = -3137039.757786
  nChanged 1
		SP:Iteration 22Q (3924.330000 sec): 3 clusters
  Score: Raw -3141979.892906 + Penalty 4939.930361 = -3137039.962545
  nChanged 2
		SP:Iteration 23Q (3924.390000 sec): 3 clusters
  Score: Raw -3141980.241548 + Penalty 4939.930361 = -3137040.311187
  nChanged 4
		SP:Iteration 24Q (3924.450000 sec): 3 clusters
  Score: Raw -3141980.597460 + Penalty 4939.930361 = -3137040.667099
  nChanged 3
		SP:Iteration 25Q (3924.510000 sec): 3 clusters
  Score: Raw -3141980.884022 + Penalty 4939.930361 = -3137040.953661
  nChanged 0
		SP:Iteration 26F (3924.590000 sec): 3 clusters
  Score: Raw -3141980.884022 + Penalty 4939.930361 = -3137040.953661
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 3.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (2433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3924.610000 sec): 2 clusters
  Score: Raw -350604.632572 + Penalty 1933.626325 = -348671.006247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3924.620000 sec): 3 clusters
  Score: Raw -349598.721001 + Penalty 3867.252650 = -345731.468351
  nChanged 838
		SP:Iteration 1F (3924.630000 sec): 3 clusters
  Score: Raw -350134.405996 + Penalty 3867.252650 = -346267.153346
  nChanged 175
		SP:Iteration 2F (3924.630000 sec): 3 clusters
  Score: Raw -350273.665589 + Penalty 3867.252650 = -346406.412939
  nChanged 116
		SP:Iteration 3Q (3924.640000 sec): 3 clusters
  Score: Raw -350348.437756 + Penalty 3867.252650 = -346481.185106
  nChanged 59
		SP:Iteration 4Q (3924.650000 sec): 3 clusters
  Score: Raw -350389.296562 + Penalty 3867.252650 = -346522.043912
  nChanged 54
		SP:Iteration 5Q (3924.660000 sec): 3 clusters
  Score: Raw -350424.355866 + Penalty 3867.252650 = -346557.103216
  nChanged 37
		SP:Iteration 6Q (3924.670000 sec): 3 clusters
  Score: Raw -350447.502545 + Penalty 3867.252650 = -346580.249895
  nChanged 39
		SP:Iteration 7Q (3924.680000 sec): 3 clusters
  Score: Raw -350470.015501 + Penalty 3867.252650 = -346602.762851
  nChanged 27
		SP:Iteration 8Q (3924.690000 sec): 3 clusters
  Score: Raw -350486.525957 + Penalty 3867.252650 = -346619.273307
  nChanged 19
		SP:Iteration 9Q (3924.690000 sec): 3 clusters
  Score: Raw -350498.547507 + Penalty 3867.252650 = -346631.294857
  nChanged 17
		SP:Iteration 10Q (3924.710000 sec): 3 clusters
  Score: Raw -350511.090188 + Penalty 3867.252650 = -346643.837538
  nChanged 16
		SP:Iteration 11Q (3924.710000 sec): 3 clusters
  Score: Raw -350520.214105 + Penalty 3867.252650 = -346652.961455
  nChanged 16
		SP:Iteration 12Q (3924.720000 sec): 3 clusters
  Score: Raw -350528.914439 + Penalty 3867.252650 = -346661.661789
  nChanged 13
		SP:Iteration 13Q (3924.730000 sec): 3 clusters
  Score: Raw -350534.781174 + Penalty 3867.252650 = -346667.528524
  nChanged 4
		SP:Iteration 14Q (3924.740000 sec): 3 clusters
  Score: Raw -350537.170723 + Penalty 3867.252650 = -346669.918073
  nChanged 4
		SP:Iteration 15Q (3924.750000 sec): 3 clusters
  Score: Raw -350539.321297 + Penalty 3867.252650 = -346672.068647
  nChanged 3
		SP:Iteration 16Q (3924.760000 sec): 3 clusters
  Score: Raw -350540.839898 + Penalty 3867.252650 = -346673.587248
  nChanged 8
		SP:Iteration 17Q (3924.770000 sec): 3 clusters
  Score: Raw -350545.548326 + Penalty 3867.252650 = -346678.295676
  nChanged 6
		SP:Iteration 18Q (3924.770000 sec): 3 clusters
  Score: Raw -350549.797298 + Penalty 3867.252650 = -346682.544648
  nChanged 4
		SP:Iteration 19Q (3924.780000 sec): 3 clusters
  Score: Raw -350551.461596 + Penalty 3867.252650 = -346684.208946
  nChanged 2
		SP:Iteration 20F (3924.790000 sec): 3 clusters
  Score: Raw -350553.462818 + Penalty 3867.252650 = -346686.210168
  nChanged 6
		SP:Iteration 21Q (3924.800000 sec): 3 clusters
  Score: Raw -350557.943832 + Penalty 3867.252650 = -346690.691182
  nChanged 3
		SP:Iteration 22Q (3924.810000 sec): 3 clusters
  Score: Raw -350559.330020 + Penalty 3867.252650 = -346692.077370
  nChanged 0
		SP:Iteration 23F (3924.820000 sec): 3 clusters
  Score: Raw -350559.330020 + Penalty 3867.252650 = -346692.077370
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (11305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3924.860000 sec): 2 clusters
  Score: Raw -1545194.791189 + Penalty 2314.584095 = -1542880.207093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3924.900000 sec): 3 clusters
  Score: Raw -1539134.616360 + Penalty 4629.168191 = -1534505.448169
  nChanged 4744
		SP:Iteration 1F (3924.940000 sec): 3 clusters
  Score: Raw -1542109.244178 + Penalty 4629.168191 = -1537480.075987
  nChanged 983
		SP:Iteration 2F (3924.980000 sec): 3 clusters
  Score: Raw -1543033.078272 + Penalty 4629.168191 = -1538403.910081
  nChanged 980
		SP:Iteration 3F (3925.020000 sec): 3 clusters
  Score: Raw -1544341.330750 + Penalty 4629.168191 = -1539712.162559
  nChanged 1003
		SP:Iteration 4F (3925.060000 sec): 3 clusters
  Score: Raw -1545813.454198 + Penalty 4629.168191 = -1541184.286007
  nChanged 983
		SP:Iteration 5F (3925.100000 sec): 3 clusters
  Score: Raw -1547201.989752 + Penalty 4629.168191 = -1542572.821561
  nChanged 816
		SP:Iteration 6F (3925.150000 sec): 3 clusters
  Score: Raw -1548180.733891 + Penalty 4629.168191 = -1543551.565700
  nChanged 597
		SP:Iteration 7F (3925.190000 sec): 3 clusters
  Score: Raw -1548894.735745 + Penalty 4629.168191 = -1544265.567555
  nChanged 480
		SP:Iteration 8Q (3925.220000 sec): 3 clusters
  Score: Raw -1549601.830993 + Penalty 4629.168191 = -1544972.662802
  nChanged 363
		SP:Iteration 9Q (3925.260000 sec): 3 clusters
  Score: Raw -1550249.008583 + Penalty 4629.168191 = -1545619.840392
  nChanged 320
		SP:Iteration 10Q (3925.290000 sec): 3 clusters
  Score: Raw -1551112.739429 + Penalty 4629.168191 = -1546483.571238
  nChanged 269
		SP:Iteration 11Q (3925.320000 sec): 3 clusters
  Score: Raw -1551630.118027 + Penalty 4629.168191 = -1547000.949837
  nChanged 166
		SP:Iteration 12Q (3925.350000 sec): 3 clusters
  Score: Raw -1551855.959885 + Penalty 4629.168191 = -1547226.791695
  nChanged 131
		SP:Iteration 13Q (3925.390000 sec): 3 clusters
  Score: Raw -1551968.879562 + Penalty 4629.168191 = -1547339.711372
  nChanged 100
		SP:Iteration 14Q (3925.420000 sec): 3 clusters
  Score: Raw -1552036.060768 + Penalty 4629.168191 = -1547406.892578
  nChanged 62
		SP:Iteration 15Q (3925.450000 sec): 3 clusters
  Score: Raw -1552065.873358 + Penalty 4629.168191 = -1547436.705167
  nChanged 54
		SP:Iteration 16Q (3925.480000 sec): 3 clusters
  Score: Raw -1552088.637097 + Penalty 4629.168191 = -1547459.468907
  nChanged 37
		SP:Iteration 17Q (3925.510000 sec): 3 clusters
  Score: Raw -1552103.864581 + Penalty 4629.168191 = -1547474.696391
  nChanged 27
		SP:Iteration 18Q (3925.540000 sec): 3 clusters
  Score: Raw -1552114.496794 + Penalty 4629.168191 = -1547485.328603
  nChanged 25
		SP:Iteration 19Q (3925.570000 sec): 3 clusters
  Score: Raw -1552122.178162 + Penalty 4629.168191 = -1547493.009971
  nChanged 18
		SP:Iteration 20F (3925.610000 sec): 3 clusters
  Score: Raw -1552130.014371 + Penalty 4629.168191 = -1547500.846181
  nChanged 15
		SP:Iteration 21Q (3925.640000 sec): 3 clusters
  Score: Raw -1552135.581058 + Penalty 4629.168191 = -1547506.412868
  nChanged 20
		SP:Iteration 22Q (3925.670000 sec): 3 clusters
  Score: Raw -1552142.409500 + Penalty 4629.168191 = -1547513.241310
  nChanged 14
		SP:Iteration 23Q (3925.710000 sec): 3 clusters
  Score: Raw -1552147.050683 + Penalty 4629.168191 = -1547517.882492
  nChanged 11
		SP:Iteration 24Q (3925.740000 sec): 3 clusters
  Score: Raw -1552151.598726 + Penalty 4629.168191 = -1547522.430535
  nChanged 11
		SP:Iteration 25Q (3925.770000 sec): 3 clusters
  Score: Raw -1552155.063298 + Penalty 4629.168191 = -1547525.895108
  nChanged 11
		SP:Iteration 26Q (3925.800000 sec): 3 clusters
  Score: Raw -1552157.775017 + Penalty 4629.168191 = -1547528.606826
  nChanged 6
		SP:Iteration 27Q (3925.830000 sec): 3 clusters
  Score: Raw -1552159.158704 + Penalty 4629.168191 = -1547529.990513
  nChanged 4
		SP:Iteration 28Q (3925.860000 sec): 3 clusters
  Score: Raw -1552160.327267 + Penalty 4629.168191 = -1547531.159076
  nChanged 3
		SP:Iteration 29Q (3925.890000 sec): 3 clusters
  Score: Raw -1552161.134544 + Penalty 4629.168191 = -1547531.966353
  nChanged 3
		SP:Iteration 30Q (3925.920000 sec): 3 clusters
  Score: Raw -1552161.616666 + Penalty 4629.168191 = -1547532.448475
  nChanged 1
		SP:Iteration 31Q (3925.950000 sec): 3 clusters
  Score: Raw -1552161.805579 + Penalty 4629.168191 = -1547532.637388
  nChanged 1
		SP:Iteration 32Q (3925.990000 sec): 3 clusters
  Score: Raw -1552161.998404 + Penalty 4629.168191 = -1547532.830213
  nChanged 1
		SP:Iteration 33Q (3926.020000 sec): 3 clusters
  Score: Raw -1552162.207362 + Penalty 4629.168191 = -1547533.039171
  nChanged 0
		SP:Iteration 34F (3926.060000 sec): 3 clusters
  Score: Raw -1552162.207362 + Penalty 4629.168191 = -1547533.039171
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 4.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (1994 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3926.070000 sec): 2 clusters
  Score: Raw -290417.995594 + Penalty 1884.278692 = -288533.716902
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3926.080000 sec): 3 clusters
  Score: Raw -289704.921080 + Penalty 3768.557383 = -285936.363697
  nChanged 618
		SP:Iteration 1F (3926.090000 sec): 3 clusters
  Score: Raw -290382.311142 + Penalty 3768.557383 = -286613.753758
  nChanged 196
		SP:Iteration 2F (3926.090000 sec): 3 clusters
  Score: Raw -290658.531001 + Penalty 3768.557383 = -286889.973618
  nChanged 134
		SP:Iteration 3F (3926.100000 sec): 3 clusters
  Score: Raw -290858.496903 + Penalty 3768.557383 = -287089.939519
  nChanged 113
		SP:Iteration 4F (3926.110000 sec): 3 clusters
  Score: Raw -291089.604171 + Penalty 3768.557383 = -287321.046787
  nChanged 96
		SP:Iteration 5Q (3926.110000 sec): 3 clusters
  Score: Raw -291398.908665 + Penalty 3768.557383 = -287630.351281
  nChanged 98
		SP:Iteration 6Q (3926.120000 sec): 3 clusters
  Score: Raw -291745.237282 + Penalty 3768.557383 = -287976.679899
  nChanged 96
		SP:Iteration 7Q (3926.130000 sec): 3 clusters
  Score: Raw -291948.855219 + Penalty 3768.557383 = -288180.297836
  nChanged 88
		SP:Iteration 8Q (3926.130000 sec): 3 clusters
  Score: Raw -292118.307779 + Penalty 3768.557383 = -288349.750395
  nChanged 76
		SP:Iteration 9Q (3926.140000 sec): 3 clusters
  Score: Raw -292264.368054 + Penalty 3768.557383 = -288495.810670
  nChanged 71
		SP:Iteration 10Q (3926.150000 sec): 3 clusters
  Score: Raw -292510.110058 + Penalty 3768.557383 = -288741.552674
  nChanged 80
		SP:Iteration 11Q (3926.150000 sec): 3 clusters
  Score: Raw -292807.047354 + Penalty 3768.557383 = -289038.489971
  nChanged 60
		SP:Iteration 12Q (3926.160000 sec): 3 clusters
  Score: Raw -292935.197256 + Penalty 3768.557383 = -289166.639873
  nChanged 53
		SP:Iteration 13Q (3926.160000 sec): 3 clusters
  Score: Raw -293018.739800 + Penalty 3768.557383 = -289250.182416
  nChanged 38
		SP:Iteration 14Q (3926.170000 sec): 3 clusters
  Score: Raw -293095.324866 + Penalty 3768.557383 = -289326.767483
  nChanged 33
		SP:Iteration 15Q (3926.170000 sec): 3 clusters
  Score: Raw -293159.044356 + Penalty 3768.557383 = -289390.486973
  nChanged 24
		SP:Iteration 16Q (3926.180000 sec): 3 clusters
  Score: Raw -293195.541739 + Penalty 3768.557383 = -289426.984355
  nChanged 13
		SP:Iteration 17Q (3926.190000 sec): 3 clusters
  Score: Raw -293212.225001 + Penalty 3768.557383 = -289443.667618
  nChanged 6
		SP:Iteration 18Q (3926.190000 sec): 3 clusters
  Score: Raw -293218.902039 + Penalty 3768.557383 = -289450.344656
  nChanged 3
		SP:Iteration 19Q (3926.190000 sec): 3 clusters
  Score: Raw -293220.763216 + Penalty 3768.557383 = -289452.205833
  nChanged 1
		SP:Iteration 20F (3926.200000 sec): 3 clusters
  Score: Raw -293221.428461 + Penalty 3768.557383 = -289452.871078
  nChanged 2
		SP:Iteration 21Q (3926.210000 sec): 3 clusters
  Score: Raw -293222.916853 + Penalty 3768.557383 = -289454.359469
  nChanged 1
		SP:Iteration 22Q (3926.210000 sec): 3 clusters
  Score: Raw -293223.377728 + Penalty 3768.557383 = -289454.820344
  nChanged 1
		SP:Iteration 23Q (3926.220000 sec): 3 clusters
  Score: Raw -293224.948761 + Penalty 3768.557383 = -289456.391377
  nChanged 1
		SP:Iteration 24Q (3926.220000 sec): 3 clusters
  Score: Raw -293225.860814 + Penalty 3768.557383 = -289457.303431
  nChanged 0
		SP:Iteration 25F (3926.230000 sec): 3 clusters
  Score: Raw -293225.860814 + Penalty 3768.557383 = -289457.303431
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 11.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (3781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3926.250000 sec): 2 clusters
  Score: Raw -380112.960133 + Penalty 2042.960463 = -378069.999669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3926.260000 sec): 3 clusters
  Score: Raw -379860.370215 + Penalty 4085.920927 = -375774.449288
  nChanged 1634
		SP:Iteration 1F (3926.270000 sec): 3 clusters
  Score: Raw -394246.494726 + Penalty 4085.920927 = -390160.573799
  nChanged 615
		SP:Iteration 2F (3926.290000 sec): 3 clusters
  Score: Raw -400806.945924 + Penalty 4085.920927 = -396721.024998
  nChanged 135
		SP:Iteration 3Q (3926.300000 sec): 3 clusters
  Score: Raw -402776.340619 + Penalty 4085.920927 = -398690.419692
  nChanged 54
		SP:Iteration 4Q (3926.310000 sec): 3 clusters
  Score: Raw -404124.907882 + Penalty 4085.920927 = -400038.986955
  nChanged 34
		SP:Iteration 5Q (3926.320000 sec): 3 clusters
  Score: Raw -405967.125493 + Penalty 4085.920927 = -401881.204566
  nChanged 20
		SP:Iteration 6Q (3926.330000 sec): 3 clusters
  Score: Raw -406505.659156 + Penalty 4085.920927 = -402419.738229
  nChanged 8
		SP:Iteration 7Q (3926.330000 sec): 3 clusters
  Score: Raw -406526.034443 + Penalty 4085.920927 = -402440.113516
  nChanged 0
		SP:Iteration 8F (3926.350000 sec): 3 clusters
  Score: Raw -406622.108279 + Penalty 4085.920927 = -402536.187352
  nChanged 12
		SP:Iteration 9Q (3926.360000 sec): 3 clusters
  Score: Raw -406788.670156 + Penalty 4085.920927 = -402702.749229
  nChanged 14
		SP:Iteration 10Q (3926.370000 sec): 3 clusters
  Score: Raw -406919.347105 + Penalty 4085.920927 = -402833.426178
  nChanged 7
		SP:Iteration 11Q (3926.380000 sec): 3 clusters
  Score: Raw -406958.858937 + Penalty 4085.920927 = -402872.938011
  nChanged 8
		SP:Iteration 12Q (3926.390000 sec): 3 clusters
  Score: Raw -406980.910827 + Penalty 4085.920927 = -402894.989901
  nChanged 4
		SP:Iteration 13Q (3926.390000 sec): 3 clusters
  Score: Raw -407008.356263 + Penalty 4085.920927 = -402922.435336
  nChanged 5
		SP:Iteration 14Q (3926.410000 sec): 3 clusters
  Score: Raw -407031.390313 + Penalty 4085.920927 = -402945.469386
  nChanged 5
		SP:Iteration 15Q (3926.410000 sec): 3 clusters
  Score: Raw -407071.609596 + Penalty 4085.920927 = -402985.688669
  nChanged 4
		SP:Iteration 16Q (3926.420000 sec): 3 clusters
  Score: Raw -407100.355575 + Penalty 4085.920927 = -403014.434648
  nChanged 5
		SP:Iteration 17Q (3926.430000 sec): 3 clusters
  Score: Raw -407109.007666 + Penalty 4085.920927 = -403023.086739
  nChanged 3
		SP:Iteration 18Q (3926.440000 sec): 3 clusters
  Score: Raw -407111.705697 + Penalty 4085.920927 = -403025.784771
  nChanged 0
		SP:Iteration 19F (3926.450000 sec): 3 clusters
  Score: Raw -407173.217567 + Penalty 4085.920927 = -403087.296641
  nChanged 6
		SP:Iteration 20F (3926.470000 sec): 3 clusters
  Score: Raw -407328.120647 + Penalty 4085.920927 = -403242.199720
  nChanged 9
		SP:Iteration 21Q (3926.480000 sec): 3 clusters
  Score: Raw -407504.700397 + Penalty 4085.920927 = -403418.779470
  nChanged 13
		SP:Iteration 22Q (3926.490000 sec): 3 clusters
  Score: Raw -407590.313264 + Penalty 4085.920927 = -403504.392337
  nChanged 12
		SP:Iteration 23Q (3926.500000 sec): 3 clusters
  Score: Raw -407625.551984 + Penalty 4085.920927 = -403539.631057
  nChanged 8
		SP:Iteration 24Q (3926.510000 sec): 3 clusters
  Score: Raw -407648.825000 + Penalty 4085.920927 = -403562.904073
  nChanged 5
		SP:Iteration 25Q (3926.510000 sec): 3 clusters
  Score: Raw -407658.548692 + Penalty 4085.920927 = -403572.627765
  nChanged 4
		SP:Iteration 26Q (3926.530000 sec): 3 clusters
  Score: Raw -407664.467160 + Penalty 4085.920927 = -403578.546234
  nChanged 3
		SP:Iteration 27Q (3926.530000 sec): 3 clusters
  Score: Raw -407666.681635 + Penalty 4085.920927 = -403580.760708
  nChanged 1
		SP:Iteration 28Q (3926.540000 sec): 3 clusters
  Score: Raw -407667.390686 + Penalty 4085.920927 = -403581.469759
  nChanged 1
		SP:Iteration 29Q (3926.550000 sec): 3 clusters
  Score: Raw -407668.382315 + Penalty 4085.920927 = -403582.461388
  nChanged 1
		SP:Iteration 30Q (3926.560000 sec): 3 clusters
  Score: Raw -407668.993021 + Penalty 4085.920927 = -403583.072094
  nChanged 2
		SP:Iteration 31Q (3926.570000 sec): 3 clusters
  Score: Raw -407670.550146 + Penalty 4085.920927 = -403584.629219
  nChanged 0
		SP:Iteration 32F (3926.590000 sec): 3 clusters
  Score: Raw -407671.515040 + Penalty 4085.920927 = -403585.594113
  nChanged 2
		SP:Iteration 33Q (3926.590000 sec): 3 clusters
  Score: Raw -407676.449014 + Penalty 4085.920927 = -403590.528088
  nChanged 3
		SP:Iteration 34Q (3926.600000 sec): 3 clusters
  Score: Raw -407679.310898 + Penalty 4085.920927 = -403593.389971
  nChanged 0
		SP:Iteration 35F (3926.620000 sec): 3 clusters
  Score: Raw -407679.310898 + Penalty 4085.920927 = -403593.389971
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 21.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (91453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3927.030000 sec): 2 clusters
  Score: Raw -13215397.663374 + Penalty 2833.047954 = -13212564.615420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3927.370000 sec): 3 clusters
  Score: Raw -13157213.911837 + Penalty 5666.095907 = -13151547.815929
  nChanged 43002
		SP:Iteration 1F (3927.710000 sec): 3 clusters
  Score: Raw -13182202.247113 + Penalty 5666.095907 = -13176536.151206
  nChanged 4381
		SP:Iteration 2Q (3928.050000 sec): 3 clusters
  Score: Raw -13184356.358102 + Penalty 5666.095907 = -13178690.262194
  nChanged 5659
		SP:Iteration 3F (3928.390000 sec): 3 clusters
  Score: Raw -13187986.038034 + Penalty 5666.095907 = -13182319.942127
  nChanged 7220
		SP:Iteration 4F (3928.730000 sec): 3 clusters
  Score: Raw -13193553.304074 + Penalty 5666.095907 = -13187887.208167
  nChanged 7933
		SP:Iteration 5F (3929.070000 sec): 3 clusters
  Score: Raw -13199898.414965 + Penalty 5666.095907 = -13194232.319058
  nChanged 6949
		SP:Iteration 6F (3929.410000 sec): 3 clusters
  Score: Raw -13204480.637422 + Penalty 5666.095907 = -13198814.541514
  nChanged 4985
		SP:Iteration 7F (3929.750000 sec): 3 clusters
  Score: Raw -13206957.616404 + Penalty 5666.095907 = -13201291.520497
  nChanged 3305
		SP:Iteration 8Q (3930.090000 sec): 3 clusters
  Score: Raw -13208230.060933 + Penalty 5666.095907 = -13202563.965026
  nChanged 2345
		SP:Iteration 9Q (3930.430000 sec): 3 clusters
  Score: Raw -13208987.941394 + Penalty 5666.095907 = -13203321.845486
  nChanged 1797
		SP:Iteration 10Q (3930.770000 sec): 3 clusters
  Score: Raw -13209541.023296 + Penalty 5666.095907 = -13203874.927389
  nChanged 1509
		SP:Iteration 11Q (3931.110000 sec): 3 clusters
  Score: Raw -13209988.766649 + Penalty 5666.095907 = -13204322.670742
  nChanged 1359
		SP:Iteration 12Q (3931.450000 sec): 3 clusters
  Score: Raw -13210422.501027 + Penalty 5666.095907 = -13204756.405120
  nChanged 1351
		SP:Iteration 13Q (3931.790000 sec): 3 clusters
  Score: Raw -13210895.901214 + Penalty 5666.095907 = -13205229.805307
  nChanged 1289
		SP:Iteration 14Q (3932.130000 sec): 3 clusters
  Score: Raw -13211354.311903 + Penalty 5666.095907 = -13205688.215996
  nChanged 1211
		SP:Iteration 15Q (3932.470000 sec): 3 clusters
  Score: Raw -13211855.106909 + Penalty 5666.095907 = -13206189.011002
  nChanged 1266
		SP:Iteration 16Q (3932.810000 sec): 3 clusters
  Score: Raw -13212419.771033 + Penalty 5666.095907 = -13206753.675125
  nChanged 1254
		SP:Iteration 17Q (3933.140000 sec): 3 clusters
  Score: Raw -13213048.194129 + Penalty 5666.095907 = -13207382.098222
  nChanged 1272
		SP:Iteration 18Q (3933.470000 sec): 3 clusters
  Score: Raw -13213775.569410 + Penalty 5666.095907 = -13208109.473503
  nChanged 1324
		SP:Iteration 19Q (3933.800000 sec): 3 clusters
  Score: Raw -13214586.922290 + Penalty 5666.095907 = -13208920.826383
  nChanged 1366
		SP:Iteration 20F (3934.140000 sec): 3 clusters
  Score: Raw -13215465.883668 + Penalty 5666.095907 = -13209799.787760
  nChanged 1356
		SP:Iteration 21Q (3934.440000 sec): 3 clusters
  Score: Raw -13216272.204612 + Penalty 5666.095907 = -13210606.108704
  nChanged 1266
		SP:Iteration 22Q (3934.750000 sec): 3 clusters
  Score: Raw -13216992.306575 + Penalty 5666.095907 = -13211326.210668
  nChanged 1167
		SP:Iteration 23Q (3935.040000 sec): 3 clusters
  Score: Raw -13217597.072252 + Penalty 5666.095907 = -13211930.976345
  nChanged 975
		SP:Iteration 24Q (3935.340000 sec): 3 clusters
  Score: Raw -13217998.186221 + Penalty 5666.095907 = -13212332.090314
  nChanged 753
		SP:Iteration 25Q (3935.630000 sec): 3 clusters
  Score: Raw -13218264.326056 + Penalty 5666.095907 = -13212598.230149
  nChanged 634
		SP:Iteration 26Q (3935.920000 sec): 3 clusters
  Score: Raw -13218471.978412 + Penalty 5666.095907 = -13212805.882504
  nChanged 566
		SP:Iteration 27Q (3936.210000 sec): 3 clusters
  Score: Raw -13218618.942524 + Penalty 5666.095907 = -13212952.846616
  nChanged 447
		SP:Iteration 28Q (3936.500000 sec): 3 clusters
  Score: Raw -13218716.887477 + Penalty 5666.095907 = -13213050.791570
  nChanged 344
		SP:Iteration 29Q (3936.790000 sec): 3 clusters
  Score: Raw -13218785.818558 + Penalty 5666.095907 = -13213119.722650
  nChanged 292
		SP:Iteration 30Q (3937.070000 sec): 3 clusters
  Score: Raw -13218840.123436 + Penalty 5666.095907 = -13213174.027529
  nChanged 288
		SP:Iteration 31Q (3937.360000 sec): 3 clusters
  Score: Raw -13218890.607394 + Penalty 5666.095907 = -13213224.511487
  nChanged 247
		SP:Iteration 32Q (3937.640000 sec): 3 clusters
  Score: Raw -13218928.116354 + Penalty 5666.095907 = -13213262.020447
  nChanged 221
		SP:Iteration 33Q (3937.920000 sec): 3 clusters
  Score: Raw -13218957.662413 + Penalty 5666.095907 = -13213291.566506
  nChanged 186
		SP:Iteration 34Q (3938.200000 sec): 3 clusters
  Score: Raw -13218981.801844 + Penalty 5666.095907 = -13213315.705937
  nChanged 176
		SP:Iteration 35Q (3938.480000 sec): 3 clusters
  Score: Raw -13219003.574975 + Penalty 5666.095907 = -13213337.479068
  nChanged 159
		SP:Iteration 36Q (3938.770000 sec): 3 clusters
  Score: Raw -13219022.187663 + Penalty 5666.095907 = -13213356.091756
  nChanged 154
		SP:Iteration 37Q (3939.050000 sec): 3 clusters
  Score: Raw -13219040.676394 + Penalty 5666.095907 = -13213374.580487
  nChanged 150
		SP:Iteration 38Q (3939.330000 sec): 3 clusters
  Score: Raw -13219056.310497 + Penalty 5666.095907 = -13213390.214590
  nChanged 120
		SP:Iteration 39Q (3939.610000 sec): 3 clusters
  Score: Raw -13219066.906149 + Penalty 5666.095907 = -13213400.810242
  nChanged 106
		SP:Iteration 40F (3939.950000 sec): 3 clusters
  Score: Raw -13219075.759924 + Penalty 5666.095907 = -13213409.664016
  nChanged 98
		SP:Iteration 41Q (3940.240000 sec): 3 clusters
  Score: Raw -13219084.206903 + Penalty 5666.095907 = -13213418.110995
  nChanged 76
		SP:Iteration 42Q (3940.520000 sec): 3 clusters
  Score: Raw -13219089.167452 + Penalty 5666.095907 = -13213423.071545
  nChanged 60
		SP:Iteration 43Q (3940.800000 sec): 3 clusters
  Score: Raw -13219093.173205 + Penalty 5666.095907 = -13213427.077297
  nChanged 48
		SP:Iteration 44Q (3941.090000 sec): 3 clusters
  Score: Raw -13219095.759392 + Penalty 5666.095907 = -13213429.663485
  nChanged 48
		SP:Iteration 45Q (3941.370000 sec): 3 clusters
  Score: Raw -13219098.307052 + Penalty 5666.095907 = -13213432.211144
  nChanged 48
		SP:Iteration 46Q (3941.650000 sec): 3 clusters
  Score: Raw -13219100.449752 + Penalty 5666.095907 = -13213434.353845
  nChanged 37
		SP:Iteration 47Q (3941.930000 sec): 3 clusters
  Score: Raw -13219102.096914 + Penalty 5666.095907 = -13213436.001007
  nChanged 43
		SP:Iteration 48Q (3942.210000 sec): 3 clusters
  Score: Raw -13219104.339577 + Penalty 5666.095907 = -13213438.243670
  nChanged 42
		SP:Iteration 49Q (3942.500000 sec): 3 clusters
  Score: Raw -13219106.123793 + Penalty 5666.095907 = -13213440.027885
  nChanged 31
		SP:Iteration 50Q (3942.790000 sec): 3 clusters
  Score: Raw -13219107.365737 + Penalty 5666.095907 = -13213441.269830
  nChanged 25
		SP:Iteration 51Q (3943.070000 sec): 3 clusters
  Score: Raw -13219108.240664 + Penalty 5666.095907 = -13213442.144757
  nChanged 22
		SP:Iteration 52Q (3943.350000 sec): 3 clusters
  Score: Raw -13219109.029544 + Penalty 5666.095907 = -13213442.933637
  nChanged 29
		SP:Iteration 53Q (3943.630000 sec): 3 clusters
  Score: Raw -13219110.074525 + Penalty 5666.095907 = -13213443.978618
  nChanged 26
		SP:Iteration 54Q (3943.910000 sec): 3 clusters
  Score: Raw -13219110.899164 + Penalty 5666.095907 = -13213444.803257
  nChanged 24
		SP:Iteration 55Q (3944.190000 sec): 3 clusters
  Score: Raw -13219111.683344 + Penalty 5666.095907 = -13213445.587437
  nChanged 19
		SP:Iteration 56Q (3944.480000 sec): 3 clusters
  Score: Raw -13219112.234706 + Penalty 5666.095907 = -13213446.138799
  nChanged 15
		SP:Iteration 57Q (3944.760000 sec): 3 clusters
  Score: Raw -13219112.727330 + Penalty 5666.095907 = -13213446.631422
  nChanged 9
		SP:Iteration 58Q (3945.040000 sec): 3 clusters
  Score: Raw -13219113.123373 + Penalty 5666.095907 = -13213447.027465
  nChanged 10
		SP:Iteration 59Q (3945.320000 sec): 3 clusters
  Score: Raw -13219113.374180 + Penalty 5666.095907 = -13213447.278273
  nChanged 7
		SP:Iteration 60F (3945.660000 sec): 3 clusters
  Score: Raw -13219113.583521 + Penalty 5666.095907 = -13213447.487614
  nChanged 4
		SP:Iteration 61Q (3945.940000 sec): 3 clusters
  Score: Raw -13219113.658932 + Penalty 5666.095907 = -13213447.563025
  nChanged 2
		SP:Iteration 62Q (3946.220000 sec): 3 clusters
  Score: Raw -13219113.682760 + Penalty 5666.095907 = -13213447.586853
  nChanged 2
		SP:Iteration 63Q (3946.500000 sec): 3 clusters
  Score: Raw -13219113.721047 + Penalty 5666.095907 = -13213447.625140
  nChanged 2
		SP:Iteration 64Q (3946.780000 sec): 3 clusters
  Score: Raw -13219113.752337 + Penalty 5666.095907 = -13213447.656430
  nChanged 2
		SP:Iteration 65Q (3947.060000 sec): 3 clusters
  Score: Raw -13219113.801874 + Penalty 5666.095907 = -13213447.705967
  nChanged 2
		SP:Iteration 66Q (3947.350000 sec): 3 clusters
  Score: Raw -13219113.826004 + Penalty 5666.095907 = -13213447.730097
  nChanged 1
		SP:Iteration 67Q (3947.630000 sec): 3 clusters
  Score: Raw -13219113.857372 + Penalty 5666.095907 = -13213447.761465
  nChanged 1
		SP:Iteration 68Q (3947.910000 sec): 3 clusters
  Score: Raw -13219113.886039 + Penalty 5666.095907 = -13213447.790132
  nChanged 1
		SP:Iteration 69Q (3948.190000 sec): 3 clusters
  Score: Raw -13219113.895902 + Penalty 5666.095907 = -13213447.799995
  nChanged 0
		SP:Iteration 70F (3948.530000 sec): 3 clusters
  Score: Raw -13219113.895902 + Penalty 5666.095907 = -13213447.799995
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 22.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (57595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3948.720000 sec): 2 clusters
  Score: Raw -8438685.958060 + Penalty 2718.375377 = -8435967.582683
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3948.930000 sec): 3 clusters
  Score: Raw -8402701.267967 + Penalty 5436.750755 = -8397264.517213
  nChanged 26837
		SP:Iteration 1F (3949.150000 sec): 3 clusters
  Score: Raw -8417837.807049 + Penalty 5436.750755 = -8412401.056294
  nChanged 2578
		SP:Iteration 2Q (3949.360000 sec): 3 clusters
  Score: Raw -8418714.550452 + Penalty 5436.750755 = -8413277.799697
  nChanged 2660
		SP:Iteration 3Q (3949.580000 sec): 3 clusters
  Score: Raw -8419703.331444 + Penalty 5436.750755 = -8414266.580689
  nChanged 2800
		SP:Iteration 4Q (3949.790000 sec): 3 clusters
  Score: Raw -8420866.110022 + Penalty 5436.750755 = -8415429.359268
  nChanged 2989
		SP:Iteration 5F (3950.010000 sec): 3 clusters
  Score: Raw -8422283.716215 + Penalty 5436.750755 = -8416846.965460
  nChanged 3242
		SP:Iteration 6F (3950.220000 sec): 3 clusters
  Score: Raw -8423955.421721 + Penalty 5436.750755 = -8418518.670967
  nChanged 3311
		SP:Iteration 7F (3950.430000 sec): 3 clusters
  Score: Raw -8425638.041927 + Penalty 5436.750755 = -8420201.291172
  nChanged 3140
		SP:Iteration 8F (3950.650000 sec): 3 clusters
  Score: Raw -8427072.877481 + Penalty 5436.750755 = -8421636.126726
  nChanged 2617
		SP:Iteration 9Q (3950.860000 sec): 3 clusters
  Score: Raw -8428097.476330 + Penalty 5436.750755 = -8422660.725576
  nChanged 2177
		SP:Iteration 10Q (3951.080000 sec): 3 clusters
  Score: Raw -8428845.992336 + Penalty 5436.750755 = -8423409.241581
  nChanged 1747
		SP:Iteration 11Q (3951.300000 sec): 3 clusters
  Score: Raw -8429426.694751 + Penalty 5436.750755 = -8423989.943996
  nChanged 1536
		SP:Iteration 12Q (3951.510000 sec): 3 clusters
  Score: Raw -8429944.324089 + Penalty 5436.750755 = -8424507.573334
  nChanged 1391
		SP:Iteration 13Q (3951.730000 sec): 3 clusters
  Score: Raw -8430458.287468 + Penalty 5436.750755 = -8425021.536713
  nChanged 1442
		SP:Iteration 14Q (3951.950000 sec): 3 clusters
  Score: Raw -8431054.076056 + Penalty 5436.750755 = -8425617.325302
  nChanged 1466
		SP:Iteration 15Q (3952.160000 sec): 3 clusters
  Score: Raw -8431745.542377 + Penalty 5436.750755 = -8426308.791623
  nChanged 1486
		SP:Iteration 16Q (3952.370000 sec): 3 clusters
  Score: Raw -8432526.849208 + Penalty 5436.750755 = -8427090.098453
  nChanged 1475
		SP:Iteration 17Q (3952.590000 sec): 3 clusters
  Score: Raw -8433357.986994 + Penalty 5436.750755 = -8427921.236240
  nChanged 1405
		SP:Iteration 18Q (3952.800000 sec): 3 clusters
  Score: Raw -8434147.131343 + Penalty 5436.750755 = -8428710.380589
  nChanged 1282
		SP:Iteration 19Q (3953.010000 sec): 3 clusters
  Score: Raw -8434852.870878 + Penalty 5436.750755 = -8429416.120124
  nChanged 1164
		SP:Iteration 20F (3953.220000 sec): 3 clusters
  Score: Raw -8435449.246069 + Penalty 5436.750755 = -8430012.495314
  nChanged 1007
		SP:Iteration 21Q (3953.410000 sec): 3 clusters
  Score: Raw -8435930.619944 + Penalty 5436.750755 = -8430493.869189
  nChanged 858
		SP:Iteration 22Q (3953.600000 sec): 3 clusters
  Score: Raw -8436314.340564 + Penalty 5436.750755 = -8430877.589810
  nChanged 780
		SP:Iteration 23Q (3953.790000 sec): 3 clusters
  Score: Raw -8436651.147400 + Penalty 5436.750755 = -8431214.396646
  nChanged 723
		SP:Iteration 24Q (3953.970000 sec): 3 clusters
  Score: Raw -8436959.101450 + Penalty 5436.750755 = -8431522.350696
  nChanged 665
		SP:Iteration 25Q (3954.150000 sec): 3 clusters
  Score: Raw -8437250.467818 + Penalty 5436.750755 = -8431813.717063
  nChanged 579
		SP:Iteration 26Q (3954.320000 sec): 3 clusters
  Score: Raw -8437501.552528 + Penalty 5436.750755 = -8432064.801773
  nChanged 515
		SP:Iteration 27Q (3954.490000 sec): 3 clusters
  Score: Raw -8437724.938838 + Penalty 5436.750755 = -8432288.188083
  nChanged 464
		SP:Iteration 28Q (3954.660000 sec): 3 clusters
  Score: Raw -8437929.163820 + Penalty 5436.750755 = -8432492.413065
  nChanged 389
		SP:Iteration 29Q (3954.830000 sec): 3 clusters
  Score: Raw -8438089.002872 + Penalty 5436.750755 = -8432652.252118
  nChanged 350
		SP:Iteration 30Q (3954.990000 sec): 3 clusters
  Score: Raw -8438237.940908 + Penalty 5436.750755 = -8432801.190154
  nChanged 308
		SP:Iteration 31Q (3955.160000 sec): 3 clusters
  Score: Raw -8438376.286739 + Penalty 5436.750755 = -8432939.535985
  nChanged 281
		SP:Iteration 32Q (3955.320000 sec): 3 clusters
  Score: Raw -8438502.548531 + Penalty 5436.750755 = -8433065.797776
  nChanged 229
		SP:Iteration 33Q (3955.480000 sec): 3 clusters
  Score: Raw -8438612.437170 + Penalty 5436.750755 = -8433175.686416
  nChanged 197
		SP:Iteration 34Q (3955.630000 sec): 3 clusters
  Score: Raw -8438704.865789 + Penalty 5436.750755 = -8433268.115035
  nChanged 138
		SP:Iteration 35Q (3955.790000 sec): 3 clusters
  Score: Raw -8438773.559563 + Penalty 5436.750755 = -8433336.808809
  nChanged 125
		SP:Iteration 36Q (3955.950000 sec): 3 clusters
  Score: Raw -8438831.330461 + Penalty 5436.750755 = -8433394.579707
  nChanged 101
		SP:Iteration 37Q (3956.110000 sec): 3 clusters
  Score: Raw -8438873.951504 + Penalty 5436.750755 = -8433437.200750
  nChanged 79
		SP:Iteration 38Q (3956.260000 sec): 3 clusters
  Score: Raw -8438906.356650 + Penalty 5436.750755 = -8433469.605895
  nChanged 69
		SP:Iteration 39Q (3956.410000 sec): 3 clusters
  Score: Raw -8438931.753259 + Penalty 5436.750755 = -8433495.002505
  nChanged 55
		SP:Iteration 40F (3956.620000 sec): 3 clusters
  Score: Raw -8438955.521434 + Penalty 5436.750755 = -8433518.770679
  nChanged 66
		SP:Iteration 41Q (3956.770000 sec): 3 clusters
  Score: Raw -8438984.089976 + Penalty 5436.750755 = -8433547.339222
  nChanged 60
		SP:Iteration 42Q (3956.920000 sec): 3 clusters
  Score: Raw -8439013.511111 + Penalty 5436.750755 = -8433576.760357
  nChanged 56
		SP:Iteration 43Q (3957.080000 sec): 3 clusters
  Score: Raw -8439040.054364 + Penalty 5436.750755 = -8433603.303609
  nChanged 59
		SP:Iteration 44Q (3957.230000 sec): 3 clusters
  Score: Raw -8439062.074352 + Penalty 5436.750755 = -8433625.323598
  nChanged 49
		SP:Iteration 45Q (3957.380000 sec): 3 clusters
  Score: Raw -8439080.720570 + Penalty 5436.750755 = -8433643.969816
  nChanged 56
		SP:Iteration 46Q (3957.530000 sec): 3 clusters
  Score: Raw -8439102.617665 + Penalty 5436.750755 = -8433665.866911
  nChanged 43
		SP:Iteration 47Q (3957.690000 sec): 3 clusters
  Score: Raw -8439118.887301 + Penalty 5436.750755 = -8433682.136546
  nChanged 34
		SP:Iteration 48Q (3957.840000 sec): 3 clusters
  Score: Raw -8439132.631777 + Penalty 5436.750755 = -8433695.881023
  nChanged 30
		SP:Iteration 49Q (3957.990000 sec): 3 clusters
  Score: Raw -8439145.382269 + Penalty 5436.750755 = -8433708.631514
  nChanged 27
		SP:Iteration 50Q (3958.140000 sec): 3 clusters
  Score: Raw -8439157.903483 + Penalty 5436.750755 = -8433721.152729
  nChanged 27
		SP:Iteration 51Q (3958.290000 sec): 3 clusters
  Score: Raw -8439168.960266 + Penalty 5436.750755 = -8433732.209512
  nChanged 22
		SP:Iteration 52Q (3958.440000 sec): 3 clusters
  Score: Raw -8439177.830256 + Penalty 5436.750755 = -8433741.079501
  nChanged 20
		SP:Iteration 53Q (3958.590000 sec): 3 clusters
  Score: Raw -8439184.933632 + Penalty 5436.750755 = -8433748.182877
  nChanged 20
		SP:Iteration 54Q (3958.730000 sec): 3 clusters
  Score: Raw -8439192.256464 + Penalty 5436.750755 = -8433755.505710
  nChanged 19
		SP:Iteration 55Q (3958.880000 sec): 3 clusters
  Score: Raw -8439201.466253 + Penalty 5436.750755 = -8433764.715499
  nChanged 19
		SP:Iteration 56Q (3959.030000 sec): 3 clusters
  Score: Raw -8439209.570463 + Penalty 5436.750755 = -8433772.819708
  nChanged 15
		SP:Iteration 57Q (3959.180000 sec): 3 clusters
  Score: Raw -8439217.743398 + Penalty 5436.750755 = -8433780.992643
  nChanged 17
		SP:Iteration 58Q (3959.330000 sec): 3 clusters
  Score: Raw -8439224.895124 + Penalty 5436.750755 = -8433788.144370
  nChanged 11
		SP:Iteration 59Q (3959.480000 sec): 3 clusters
  Score: Raw -8439229.750186 + Penalty 5436.750755 = -8433792.999432
  nChanged 10
		SP:Iteration 60F (3959.690000 sec): 3 clusters
  Score: Raw -8439233.631674 + Penalty 5436.750755 = -8433796.880919
  nChanged 8
		SP:Iteration 61Q (3959.830000 sec): 3 clusters
  Score: Raw -8439237.579916 + Penalty 5436.750755 = -8433800.829162
  nChanged 14
		SP:Iteration 62Q (3959.980000 sec): 3 clusters
  Score: Raw -8439245.361228 + Penalty 5436.750755 = -8433808.610473
  nChanged 10
		SP:Iteration 63Q (3960.130000 sec): 3 clusters
  Score: Raw -8439249.760348 + Penalty 5436.750755 = -8433813.009593
  nChanged 15
		SP:Iteration 64Q (3960.280000 sec): 3 clusters
  Score: Raw -8439254.537254 + Penalty 5436.750755 = -8433817.786499
  nChanged 7
		SP:Iteration 65Q (3960.430000 sec): 3 clusters
  Score: Raw -8439256.552483 + Penalty 5436.750755 = -8433819.801728
  nChanged 9
		SP:Iteration 66Q (3960.570000 sec): 3 clusters
  Score: Raw -8439259.013239 + Penalty 5436.750755 = -8433822.262485
  nChanged 2
		SP:Iteration 67Q (3960.720000 sec): 3 clusters
  Score: Raw -8439259.733262 + Penalty 5436.750755 = -8433822.982508
  nChanged 3
		SP:Iteration 68Q (3960.870000 sec): 3 clusters
  Score: Raw -8439260.536891 + Penalty 5436.750755 = -8433823.786136
  nChanged 1
		SP:Iteration 69Q (3961.020000 sec): 3 clusters
  Score: Raw -8439260.748014 + Penalty 5436.750755 = -8433823.997260
  nChanged 1
		SP:Iteration 70Q (3961.170000 sec): 3 clusters
  Score: Raw -8439260.847980 + Penalty 5436.750755 = -8433824.097226
  nChanged 0
		SP:Iteration 71F (3961.370000 sec): 3 clusters
  Score: Raw -8439260.847980 + Penalty 5436.750755 = -8433824.097226
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (3722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3961.410000 sec): 2 clusters
  Score: Raw -522082.777177 + Penalty 2039.060076 = -520043.717100
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3961.430000 sec): 3 clusters
  Score: Raw -520405.480780 + Penalty 4078.120153 = -516327.360627
  nChanged 1304
		SP:Iteration 1F (3961.440000 sec): 3 clusters
  Score: Raw -521211.384949 + Penalty 4078.120153 = -517133.264797
  nChanged 273
		SP:Iteration 2F (3961.450000 sec): 3 clusters
  Score: Raw -521372.435843 + Penalty 4078.120153 = -517294.315690
  nChanged 162
		SP:Iteration 3Q (3961.470000 sec): 3 clusters
  Score: Raw -521467.114234 + Penalty 4078.120153 = -517388.994081
  nChanged 116
		SP:Iteration 4Q (3961.480000 sec): 3 clusters
  Score: Raw -521532.237827 + Penalty 4078.120153 = -517454.117675
  nChanged 101
		SP:Iteration 5Q (3961.490000 sec): 3 clusters
  Score: Raw -521586.427683 + Penalty 4078.120153 = -517508.307530
  nChanged 79
		SP:Iteration 6Q (3961.510000 sec): 3 clusters
  Score: Raw -521622.012019 + Penalty 4078.120153 = -517543.891866
  nChanged 55
		SP:Iteration 7Q (3961.520000 sec): 3 clusters
  Score: Raw -521648.823209 + Penalty 4078.120153 = -517570.703056
  nChanged 50
		SP:Iteration 8Q (3961.530000 sec): 3 clusters
  Score: Raw -521669.596522 + Penalty 4078.120153 = -517591.476370
  nChanged 39
		SP:Iteration 9Q (3961.550000 sec): 3 clusters
  Score: Raw -521687.494058 + Penalty 4078.120153 = -517609.373905
  nChanged 33
		SP:Iteration 10Q (3961.560000 sec): 3 clusters
  Score: Raw -521701.051619 + Penalty 4078.120153 = -517622.931466
  nChanged 28
		SP:Iteration 11Q (3961.570000 sec): 3 clusters
  Score: Raw -521711.536487 + Penalty 4078.120153 = -517633.416335
  nChanged 20
		SP:Iteration 12Q (3961.590000 sec): 3 clusters
  Score: Raw -521722.290283 + Penalty 4078.120153 = -517644.170131
  nChanged 27
		SP:Iteration 13Q (3961.600000 sec): 3 clusters
  Score: Raw -521735.615231 + Penalty 4078.120153 = -517657.495078
  nChanged 29
		SP:Iteration 14Q (3961.610000 sec): 3 clusters
  Score: Raw -521748.576407 + Penalty 4078.120153 = -517670.456255
  nChanged 27
		SP:Iteration 15Q (3961.630000 sec): 3 clusters
  Score: Raw -521758.499636 + Penalty 4078.120153 = -517680.379483
  nChanged 20
		SP:Iteration 16Q (3961.640000 sec): 3 clusters
  Score: Raw -521764.715131 + Penalty 4078.120153 = -517686.594978
  nChanged 12
		SP:Iteration 17Q (3961.650000 sec): 3 clusters
  Score: Raw -521768.170313 + Penalty 4078.120153 = -517690.050160
  nChanged 8
		SP:Iteration 18Q (3961.670000 sec): 3 clusters
  Score: Raw -521771.231420 + Penalty 4078.120153 = -517693.111267
  nChanged 8
		SP:Iteration 19Q (3961.680000 sec): 3 clusters
  Score: Raw -521773.761686 + Penalty 4078.120153 = -517695.641533
  nChanged 11
		SP:Iteration 20F (3961.690000 sec): 3 clusters
  Score: Raw -521778.351327 + Penalty 4078.120153 = -517700.231175
  nChanged 19
		SP:Iteration 21Q (3961.710000 sec): 3 clusters
  Score: Raw -521785.397360 + Penalty 4078.120153 = -517707.277207
  nChanged 19
		SP:Iteration 22Q (3961.720000 sec): 3 clusters
  Score: Raw -521793.424139 + Penalty 4078.120153 = -517715.303986
  nChanged 25
		SP:Iteration 23Q (3961.730000 sec): 3 clusters
  Score: Raw -521803.244406 + Penalty 4078.120153 = -517725.124254
  nChanged 21
		SP:Iteration 24Q (3961.750000 sec): 3 clusters
  Score: Raw -521812.037578 + Penalty 4078.120153 = -517733.917425
  nChanged 23
		SP:Iteration 25Q (3961.760000 sec): 3 clusters
  Score: Raw -521822.312444 + Penalty 4078.120153 = -517744.192291
  nChanged 25
		SP:Iteration 26Q (3961.770000 sec): 3 clusters
  Score: Raw -521831.619215 + Penalty 4078.120153 = -517753.499062
  nChanged 19
		SP:Iteration 27Q (3961.790000 sec): 3 clusters
  Score: Raw -521838.711737 + Penalty 4078.120153 = -517760.591584
  nChanged 15
		SP:Iteration 28Q (3961.800000 sec): 3 clusters
  Score: Raw -521845.854205 + Penalty 4078.120153 = -517767.734052
  nChanged 21
		SP:Iteration 29Q (3961.810000 sec): 3 clusters
  Score: Raw -521855.320844 + Penalty 4078.120153 = -517777.200692
  nChanged 18
		SP:Iteration 30Q (3961.830000 sec): 3 clusters
  Score: Raw -521865.266142 + Penalty 4078.120153 = -517787.145989
  nChanged 28
		SP:Iteration 31Q (3961.840000 sec): 3 clusters
  Score: Raw -521879.772284 + Penalty 4078.120153 = -517801.652131
  nChanged 27
		SP:Iteration 32Q (3961.850000 sec): 3 clusters
  Score: Raw -521891.532581 + Penalty 4078.120153 = -517813.412428
  nChanged 24
		SP:Iteration 33Q (3961.870000 sec): 3 clusters
  Score: Raw -521904.306024 + Penalty 4078.120153 = -517826.185871
  nChanged 31
		SP:Iteration 34Q (3961.880000 sec): 3 clusters
  Score: Raw -521922.222961 + Penalty 4078.120153 = -517844.102808
  nChanged 31
		SP:Iteration 35Q (3961.890000 sec): 3 clusters
  Score: Raw -521943.318002 + Penalty 4078.120153 = -517865.197849
  nChanged 33
		SP:Iteration 36Q (3961.910000 sec): 3 clusters
  Score: Raw -521963.768014 + Penalty 4078.120153 = -517885.647861
  nChanged 31
		SP:Iteration 37Q (3961.920000 sec): 3 clusters
  Score: Raw -521983.533519 + Penalty 4078.120153 = -517905.413366
  nChanged 38
		SP:Iteration 38Q (3961.930000 sec): 3 clusters
  Score: Raw -522009.174578 + Penalty 4078.120153 = -517931.054425
  nChanged 48
		SP:Iteration 39Q (3961.950000 sec): 3 clusters
  Score: Raw -522042.713459 + Penalty 4078.120153 = -517964.593306
  nChanged 52
		SP:Iteration 40F (3961.960000 sec): 3 clusters
  Score: Raw -522079.335606 + Penalty 4078.120153 = -518001.215453
  nChanged 53
		SP:Iteration 41Q (3961.970000 sec): 3 clusters
  Score: Raw -522113.466579 + Penalty 4078.120153 = -518035.346426
  nChanged 42
		SP:Iteration 42Q (3961.990000 sec): 3 clusters
  Score: Raw -522144.716281 + Penalty 4078.120153 = -518066.596128
  nChanged 33
		SP:Iteration 43Q (3962.000000 sec): 3 clusters
  Score: Raw -522173.627992 + Penalty 4078.120153 = -518095.507839
  nChanged 52
		SP:Iteration 44Q (3962.010000 sec): 3 clusters
  Score: Raw -522221.767914 + Penalty 4078.120153 = -518143.647761
  nChanged 45
		SP:Iteration 45Q (3962.030000 sec): 3 clusters
  Score: Raw -522252.300247 + Penalty 4078.120153 = -518174.180094
  nChanged 38
		SP:Iteration 46Q (3962.040000 sec): 3 clusters
  Score: Raw -522275.770161 + Penalty 4078.120153 = -518197.650008
  nChanged 26
		SP:Iteration 47Q (3962.050000 sec): 3 clusters
  Score: Raw -522302.252279 + Penalty 4078.120153 = -518224.132126
  nChanged 33
		SP:Iteration 48Q (3962.060000 sec): 3 clusters
  Score: Raw -522323.167246 + Penalty 4078.120153 = -518245.047094
  nChanged 23
		SP:Iteration 49Q (3962.070000 sec): 3 clusters
  Score: Raw -522338.100745 + Penalty 4078.120153 = -518259.980592
  nChanged 26
		SP:Iteration 50Q (3962.090000 sec): 3 clusters
  Score: Raw -522356.373218 + Penalty 4078.120153 = -518278.253065
  nChanged 26
		SP:Iteration 51Q (3962.100000 sec): 3 clusters
  Score: Raw -522375.737483 + Penalty 4078.120153 = -518297.617330
  nChanged 26
		SP:Iteration 52Q (3962.110000 sec): 3 clusters
  Score: Raw -522396.507522 + Penalty 4078.120153 = -518318.387369
  nChanged 28
		SP:Iteration 53Q (3962.120000 sec): 3 clusters
  Score: Raw -522419.451560 + Penalty 4078.120153 = -518341.331407
  nChanged 30
		SP:Iteration 54Q (3962.130000 sec): 3 clusters
  Score: Raw -522441.701598 + Penalty 4078.120153 = -518363.581446
  nChanged 24
		SP:Iteration 55Q (3962.150000 sec): 3 clusters
  Score: Raw -522457.523091 + Penalty 4078.120153 = -518379.402938
  nChanged 26
		SP:Iteration 56Q (3962.160000 sec): 3 clusters
  Score: Raw -522474.298154 + Penalty 4078.120153 = -518396.178001
  nChanged 27
		SP:Iteration 57Q (3962.170000 sec): 3 clusters
  Score: Raw -522496.748063 + Penalty 4078.120153 = -518418.627910
  nChanged 39
		SP:Iteration 58Q (3962.180000 sec): 3 clusters
  Score: Raw -522538.348238 + Penalty 4078.120153 = -518460.228085
  nChanged 47
		SP:Iteration 59Q (3962.190000 sec): 3 clusters
  Score: Raw -522580.211287 + Penalty 4078.120153 = -518502.091134
  nChanged 42
		SP:Iteration 60F (3962.210000 sec): 3 clusters
  Score: Raw -522617.514493 + Penalty 4078.120153 = -518539.394340
  nChanged 38
		SP:Iteration 61Q (3962.220000 sec): 3 clusters
  Score: Raw -522649.263553 + Penalty 4078.120153 = -518571.143400
  nChanged 41
		SP:Iteration 62Q (3962.230000 sec): 3 clusters
  Score: Raw -522686.876189 + Penalty 4078.120153 = -518608.756036
  nChanged 46
		SP:Iteration 63Q (3962.240000 sec): 3 clusters
  Score: Raw -522729.729142 + Penalty 4078.120153 = -518651.608989
  nChanged 41
		SP:Iteration 64Q (3962.250000 sec): 3 clusters
  Score: Raw -522768.132568 + Penalty 4078.120153 = -518690.012415
  nChanged 39
		SP:Iteration 65Q (3962.270000 sec): 3 clusters
  Score: Raw -522799.575422 + Penalty 4078.120153 = -518721.455269
  nChanged 38
		SP:Iteration 66Q (3962.280000 sec): 3 clusters
  Score: Raw -522824.745934 + Penalty 4078.120153 = -518746.625781
  nChanged 24
		SP:Iteration 67Q (3962.290000 sec): 3 clusters
  Score: Raw -522841.519070 + Penalty 4078.120153 = -518763.398918
  nChanged 19
		SP:Iteration 68Q (3962.300000 sec): 3 clusters
  Score: Raw -522855.725781 + Penalty 4078.120153 = -518777.605628
  nChanged 17
		SP:Iteration 69Q (3962.310000 sec): 3 clusters
  Score: Raw -522867.796558 + Penalty 4078.120153 = -518789.676405
  nChanged 11
		SP:Iteration 70Q (3962.320000 sec): 3 clusters
  Score: Raw -522872.424944 + Penalty 4078.120153 = -518794.304791
  nChanged 8
		SP:Iteration 71Q (3962.330000 sec): 3 clusters
  Score: Raw -522877.188346 + Penalty 4078.120153 = -518799.068193
  nChanged 4
		SP:Iteration 72Q (3962.350000 sec): 3 clusters
  Score: Raw -522880.184579 + Penalty 4078.120153 = -518802.064426
  nChanged 2
		SP:Iteration 73Q (3962.360000 sec): 3 clusters
  Score: Raw -522881.228548 + Penalty 4078.120153 = -518803.108395
  nChanged 1
		SP:Iteration 74Q (3962.370000 sec): 3 clusters
  Score: Raw -522881.696072 + Penalty 4078.120153 = -518803.575919
  nChanged 3
		SP:Iteration 75Q (3962.380000 sec): 3 clusters
  Score: Raw -522883.578477 + Penalty 4078.120153 = -518805.458324
  nChanged 2
		SP:Iteration 76Q (3962.390000 sec): 3 clusters
  Score: Raw -522884.940280 + Penalty 4078.120153 = -518806.820127
  nChanged 2
		SP:Iteration 77Q (3962.400000 sec): 3 clusters
  Score: Raw -522885.736907 + Penalty 4078.120153 = -518807.616754
  nChanged 1
		SP:Iteration 78Q (3962.410000 sec): 3 clusters
  Score: Raw -522886.614413 + Penalty 4078.120153 = -518808.494260
  nChanged 1
		SP:Iteration 79Q (3962.430000 sec): 3 clusters
  Score: Raw -522886.840632 + Penalty 4078.120153 = -518808.720479
  nChanged 2
		SP:Iteration 80F (3962.440000 sec): 3 clusters
  Score: Raw -522887.460433 + Penalty 4078.120153 = -518809.340280
  nChanged 1
		SP:Iteration 81Q (3962.450000 sec): 3 clusters
  Score: Raw -522888.030474 + Penalty 4078.120153 = -518809.910321
  nChanged 1
		SP:Iteration 82Q (3962.460000 sec): 3 clusters
  Score: Raw -522888.613523 + Penalty 4078.120153 = -518810.493370
  nChanged 2
		SP:Iteration 83Q (3962.470000 sec): 3 clusters
  Score: Raw -522889.552479 + Penalty 4078.120153 = -518811.432326
  nChanged 1
		SP:Iteration 84Q (3962.490000 sec): 3 clusters
  Score: Raw -522889.900736 + Penalty 4078.120153 = -518811.780583
  nChanged 1
		SP:Iteration 85Q (3962.490000 sec): 3 clusters
  Score: Raw -522890.651395 + Penalty 4078.120153 = -518812.531242
  nChanged 2
		SP:Iteration 86Q (3962.510000 sec): 3 clusters
  Score: Raw -522891.253041 + Penalty 4078.120153 = -518813.132888
  nChanged 1
		SP:Iteration 87Q (3962.520000 sec): 3 clusters
  Score: Raw -522891.911904 + Penalty 4078.120153 = -518813.791751
  nChanged 0
		SP:Iteration 88F (3962.530000 sec): 3 clusters
  Score: Raw -522891.911904 + Penalty 4078.120153 = -518813.791751
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (2088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3962.540000 sec): 2 clusters
  Score: Raw -279211.497539 + Penalty 1895.702563 = -277315.794976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3962.550000 sec): 3 clusters
  Score: Raw -278635.734363 + Penalty 3791.405127 = -274844.329236
  nChanged 736
		SP:Iteration 1F (3962.560000 sec): 3 clusters
  Score: Raw -280200.896917 + Penalty 3791.405127 = -276409.491791
  nChanged 389
		SP:Iteration 2F (3962.560000 sec): 3 clusters
  Score: Raw -281829.802494 + Penalty 3791.405127 = -278038.397367
  nChanged 212
		SP:Iteration 3F (3962.570000 sec): 3 clusters
  Score: Raw -282532.343953 + Penalty 3791.405127 = -278740.938826
  nChanged 87
		SP:Iteration 4Q (3962.580000 sec): 3 clusters
  Score: Raw -282684.103144 + Penalty 3791.405127 = -278892.698017
  nChanged 29
		SP:Iteration 5Q (3962.580000 sec): 3 clusters
  Score: Raw -282764.838921 + Penalty 3791.405127 = -278973.433794
  nChanged 14
		SP:Iteration 6Q (3962.590000 sec): 3 clusters
  Score: Raw -282885.345154 + Penalty 3791.405127 = -279093.940028
  nChanged 12
		SP:Iteration 7Q (3962.590000 sec): 3 clusters
  Score: Raw -282995.151885 + Penalty 3791.405127 = -279203.746759
  nChanged 6
		SP:Iteration 8Q (3962.600000 sec): 3 clusters
  Score: Raw -283001.708523 + Penalty 3791.405127 = -279210.303397
  nChanged 3
		SP:Iteration 9Q (3962.610000 sec): 3 clusters
  Score: Raw -283004.849328 + Penalty 3791.405127 = -279213.444202
  nChanged 2
		SP:Iteration 10Q (3962.610000 sec): 3 clusters
  Score: Raw -283006.193711 + Penalty 3791.405127 = -279214.788584
  nChanged 0
		SP:Iteration 11F (3962.620000 sec): 3 clusters
  Score: Raw -283006.193711 + Penalty 3791.405127 = -279214.788584
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 23.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (35055 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3962.740000 sec): 2 clusters
  Score: Raw -5255597.260587 + Penalty 2595.239037 = -5253002.021550
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3962.870000 sec): 3 clusters
  Score: Raw -5234329.586042 + Penalty 5190.478074 = -5229139.107968
  nChanged 15869
		SP:Iteration 1F (3963.000000 sec): 3 clusters
  Score: Raw -5243089.225203 + Penalty 5190.478074 = -5237898.747130
  nChanged 1755
		SP:Iteration 2F (3963.130000 sec): 3 clusters
  Score: Raw -5243819.046166 + Penalty 5190.478074 = -5238628.568092
  nChanged 1690
		SP:Iteration 3Q (3963.260000 sec): 3 clusters
  Score: Raw -5244569.797288 + Penalty 5190.478074 = -5239379.319215
  nChanged 1628
		SP:Iteration 4Q (3963.390000 sec): 3 clusters
  Score: Raw -5245334.989599 + Penalty 5190.478074 = -5240144.511525
  nChanged 1650
		SP:Iteration 5Q (3963.520000 sec): 3 clusters
  Score: Raw -5246093.140453 + Penalty 5190.478074 = -5240902.662380
  nChanged 1546
		SP:Iteration 6Q (3963.650000 sec): 3 clusters
  Score: Raw -5246842.437952 + Penalty 5190.478074 = -5241651.959878
  nChanged 1510
		SP:Iteration 7Q (3963.790000 sec): 3 clusters
  Score: Raw -5247582.716216 + Penalty 5190.478074 = -5242392.238142
  nChanged 1547
		SP:Iteration 8Q (3963.910000 sec): 3 clusters
  Score: Raw -5248404.648516 + Penalty 5190.478074 = -5243214.170442
  nChanged 1614
		SP:Iteration 9Q (3964.040000 sec): 3 clusters
  Score: Raw -5249363.957261 + Penalty 5190.478074 = -5244173.479188
  nChanged 1649
		SP:Iteration 10Q (3964.170000 sec): 3 clusters
  Score: Raw -5250505.863870 + Penalty 5190.478074 = -5245315.385797
  nChanged 1634
		SP:Iteration 11Q (3964.300000 sec): 3 clusters
  Score: Raw -5251782.240251 + Penalty 5190.478074 = -5246591.762178
  nChanged 1461
		SP:Iteration 12Q (3964.420000 sec): 3 clusters
  Score: Raw -5252968.545482 + Penalty 5190.478074 = -5247778.067409
  nChanged 1119
		SP:Iteration 13Q (3964.540000 sec): 3 clusters
  Score: Raw -5253826.052951 + Penalty 5190.478074 = -5248635.574877
  nChanged 770
		SP:Iteration 14Q (3964.650000 sec): 3 clusters
  Score: Raw -5254360.181034 + Penalty 5190.478074 = -5249169.702961
  nChanged 576
		SP:Iteration 15Q (3964.760000 sec): 3 clusters
  Score: Raw -5254717.347586 + Penalty 5190.478074 = -5249526.869512
  nChanged 454
		SP:Iteration 16Q (3964.860000 sec): 3 clusters
  Score: Raw -5255000.821694 + Penalty 5190.478074 = -5249810.343620
  nChanged 354
		SP:Iteration 17Q (3964.960000 sec): 3 clusters
  Score: Raw -5255203.063241 + Penalty 5190.478074 = -5250012.585167
  nChanged 289
		SP:Iteration 18Q (3965.060000 sec): 3 clusters
  Score: Raw -5255371.809861 + Penalty 5190.478074 = -5250181.331787
  nChanged 225
		SP:Iteration 19Q (3965.160000 sec): 3 clusters
  Score: Raw -5255510.242670 + Penalty 5190.478074 = -5250319.764597
  nChanged 157
		SP:Iteration 20F (3965.290000 sec): 3 clusters
  Score: Raw -5255601.754460 + Penalty 5190.478074 = -5250411.276386
  nChanged 133
		SP:Iteration 21Q (3965.380000 sec): 3 clusters
  Score: Raw -5255673.522239 + Penalty 5190.478074 = -5250483.044166
  nChanged 77
		SP:Iteration 22Q (3965.480000 sec): 3 clusters
  Score: Raw -5255715.744566 + Penalty 5190.478074 = -5250525.266493
  nChanged 64
		SP:Iteration 23Q (3965.570000 sec): 3 clusters
  Score: Raw -5255749.737844 + Penalty 5190.478074 = -5250559.259770
  nChanged 62
		SP:Iteration 24Q (3965.670000 sec): 3 clusters
  Score: Raw -5255786.415568 + Penalty 5190.478074 = -5250595.937494
  nChanged 48
		SP:Iteration 25Q (3965.760000 sec): 3 clusters
  Score: Raw -5255818.740679 + Penalty 5190.478074 = -5250628.262606
  nChanged 48
		SP:Iteration 26Q (3965.850000 sec): 3 clusters
  Score: Raw -5255844.994109 + Penalty 5190.478074 = -5250654.516035
  nChanged 44
		SP:Iteration 27Q (3965.950000 sec): 3 clusters
  Score: Raw -5255867.700737 + Penalty 5190.478074 = -5250677.222663
  nChanged 34
		SP:Iteration 28Q (3966.040000 sec): 3 clusters
  Score: Raw -5255884.329251 + Penalty 5190.478074 = -5250693.851178
  nChanged 27
		SP:Iteration 29Q (3966.130000 sec): 3 clusters
  Score: Raw -5255898.442269 + Penalty 5190.478074 = -5250707.964196
  nChanged 17
		SP:Iteration 30Q (3966.220000 sec): 3 clusters
  Score: Raw -5255908.170139 + Penalty 5190.478074 = -5250717.692066
  nChanged 15
		SP:Iteration 31Q (3966.310000 sec): 3 clusters
  Score: Raw -5255916.232293 + Penalty 5190.478074 = -5250725.754219
  nChanged 15
		SP:Iteration 32Q (3966.410000 sec): 3 clusters
  Score: Raw -5255924.203029 + Penalty 5190.478074 = -5250733.724955
  nChanged 12
		SP:Iteration 33Q (3966.500000 sec): 3 clusters
  Score: Raw -5255932.330360 + Penalty 5190.478074 = -5250741.852287
  nChanged 16
		SP:Iteration 34Q (3966.590000 sec): 3 clusters
  Score: Raw -5255942.811739 + Penalty 5190.478074 = -5250752.333666
  nChanged 16
		SP:Iteration 35Q (3966.680000 sec): 3 clusters
  Score: Raw -5255952.145354 + Penalty 5190.478074 = -5250761.667280
  nChanged 14
		SP:Iteration 36Q (3966.770000 sec): 3 clusters
  Score: Raw -5255960.830231 + Penalty 5190.478074 = -5250770.352158
  nChanged 13
		SP:Iteration 37Q (3966.860000 sec): 3 clusters
  Score: Raw -5255969.589602 + Penalty 5190.478074 = -5250779.111528
  nChanged 13
		SP:Iteration 38Q (3966.950000 sec): 3 clusters
  Score: Raw -5255981.147772 + Penalty 5190.478074 = -5250790.669698
  nChanged 13
		SP:Iteration 39Q (3967.050000 sec): 3 clusters
  Score: Raw -5255989.026082 + Penalty 5190.478074 = -5250798.548009
  nChanged 9
		SP:Iteration 40F (3967.170000 sec): 3 clusters
  Score: Raw -5255993.328592 + Penalty 5190.478074 = -5250802.850519
  nChanged 3
		SP:Iteration 41Q (3967.260000 sec): 3 clusters
  Score: Raw -5255995.186513 + Penalty 5190.478074 = -5250804.708440
  nChanged 6
		SP:Iteration 42Q (3967.350000 sec): 3 clusters
  Score: Raw -5255999.683762 + Penalty 5190.478074 = -5250809.205689
  nChanged 5
		SP:Iteration 43Q (3967.450000 sec): 3 clusters
  Score: Raw -5256002.417156 + Penalty 5190.478074 = -5250811.939083
  nChanged 2
		SP:Iteration 44Q (3967.540000 sec): 3 clusters
  Score: Raw -5256004.503198 + Penalty 5190.478074 = -5250814.025124
  nChanged 2
		SP:Iteration 45Q (3967.630000 sec): 3 clusters
  Score: Raw -5256005.640412 + Penalty 5190.478074 = -5250815.162338
  nChanged 2
		SP:Iteration 46Q (3967.720000 sec): 3 clusters
  Score: Raw -5256006.499191 + Penalty 5190.478074 = -5250816.021117
  nChanged 1
		SP:Iteration 47Q (3967.810000 sec): 3 clusters
  Score: Raw -5256006.850206 + Penalty 5190.478074 = -5250816.372133
  nChanged 1
		SP:Iteration 48Q (3967.900000 sec): 3 clusters
  Score: Raw -5256007.439681 + Penalty 5190.478074 = -5250816.961607
  nChanged 0
		SP:Iteration 49F (3968.030000 sec): 3 clusters
  Score: Raw -5256007.439681 + Penalty 5190.478074 = -5250816.961607
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (21659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3968.100000 sec): 2 clusters
  Score: Raw -3063377.155095 + Penalty 2475.827735 = -3060901.327360
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3968.180000 sec): 3 clusters
  Score: Raw -3050727.295317 + Penalty 4951.655470 = -3045775.639846
  nChanged 9554
		SP:Iteration 1F (3968.260000 sec): 3 clusters
  Score: Raw -3055903.682020 + Penalty 4951.655470 = -3050952.026549
  nChanged 1195
		SP:Iteration 2F (3968.340000 sec): 3 clusters
  Score: Raw -3056357.063750 + Penalty 4951.655470 = -3051405.408280
  nChanged 1010
		SP:Iteration 3Q (3968.420000 sec): 3 clusters
  Score: Raw -3056718.742096 + Penalty 4951.655470 = -3051767.086626
  nChanged 910
		SP:Iteration 4Q (3968.500000 sec): 3 clusters
  Score: Raw -3057039.772578 + Penalty 4951.655470 = -3052088.117108
  nChanged 843
		SP:Iteration 5Q (3968.580000 sec): 3 clusters
  Score: Raw -3057340.285633 + Penalty 4951.655470 = -3052388.630163
  nChanged 754
		SP:Iteration 6Q (3968.660000 sec): 3 clusters
  Score: Raw -3057593.772328 + Penalty 4951.655470 = -3052642.116858
  nChanged 726
		SP:Iteration 7Q (3968.740000 sec): 3 clusters
  Score: Raw -3057856.896632 + Penalty 4951.655470 = -3052905.241161
  nChanged 716
		SP:Iteration 8Q (3968.830000 sec): 3 clusters
  Score: Raw -3058102.280699 + Penalty 4951.655470 = -3053150.625229
  nChanged 668
		SP:Iteration 9Q (3968.910000 sec): 3 clusters
  Score: Raw -3058338.542045 + Penalty 4951.655470 = -3053386.886575
  nChanged 673
		SP:Iteration 10Q (3968.990000 sec): 3 clusters
  Score: Raw -3058606.987336 + Penalty 4951.655470 = -3053655.331866
  nChanged 699
		SP:Iteration 11Q (3969.070000 sec): 3 clusters
  Score: Raw -3058938.315696 + Penalty 4951.655470 = -3053986.660226
  nChanged 792
		SP:Iteration 12Q (3969.150000 sec): 3 clusters
  Score: Raw -3059362.851395 + Penalty 4951.655470 = -3054411.195925
  nChanged 845
		SP:Iteration 13Q (3969.230000 sec): 3 clusters
  Score: Raw -3059879.333198 + Penalty 4951.655470 = -3054927.677728
  nChanged 896
		SP:Iteration 14Q (3969.310000 sec): 3 clusters
  Score: Raw -3060439.153153 + Penalty 4951.655470 = -3055487.497683
  nChanged 827
		SP:Iteration 15Q (3969.390000 sec): 3 clusters
  Score: Raw -3060906.728349 + Penalty 4951.655470 = -3055955.072879
  nChanged 669
		SP:Iteration 16Q (3969.470000 sec): 3 clusters
  Score: Raw -3061206.254997 + Penalty 4951.655470 = -3056254.599527
  nChanged 484
		SP:Iteration 17Q (3969.550000 sec): 3 clusters
  Score: Raw -3061357.073636 + Penalty 4951.655470 = -3056405.418165
  nChanged 347
		SP:Iteration 18Q (3969.620000 sec): 3 clusters
  Score: Raw -3061449.247057 + Penalty 4951.655470 = -3056497.591586
  nChanged 269
		SP:Iteration 19Q (3969.700000 sec): 3 clusters
  Score: Raw -3061519.289156 + Penalty 4951.655470 = -3056567.633686
  nChanged 232
		SP:Iteration 20F (3969.770000 sec): 3 clusters
  Score: Raw -3061573.367138 + Penalty 4951.655470 = -3056621.711667
  nChanged 184
		SP:Iteration 21Q (3969.850000 sec): 3 clusters
  Score: Raw -3061616.561431 + Penalty 4951.655470 = -3056664.905961
  nChanged 172
		SP:Iteration 22Q (3969.930000 sec): 3 clusters
  Score: Raw -3061647.193155 + Penalty 4951.655470 = -3056695.537685
  nChanged 132
		SP:Iteration 23Q (3970.000000 sec): 3 clusters
  Score: Raw -3061670.346966 + Penalty 4951.655470 = -3056718.691496
  nChanged 132
		SP:Iteration 24Q (3970.080000 sec): 3 clusters
  Score: Raw -3061693.738953 + Penalty 4951.655470 = -3056742.083483
  nChanged 125
		SP:Iteration 25Q (3970.150000 sec): 3 clusters
  Score: Raw -3061713.938744 + Penalty 4951.655470 = -3056762.283274
  nChanged 102
		SP:Iteration 26Q (3970.230000 sec): 3 clusters
  Score: Raw -3061733.509086 + Penalty 4951.655470 = -3056781.853616
  nChanged 112
		SP:Iteration 27Q (3970.300000 sec): 3 clusters
  Score: Raw -3061750.579048 + Penalty 4951.655470 = -3056798.923578
  nChanged 102
		SP:Iteration 28Q (3970.380000 sec): 3 clusters
  Score: Raw -3061765.150205 + Penalty 4951.655470 = -3056813.494735
  nChanged 84
		SP:Iteration 29Q (3970.450000 sec): 3 clusters
  Score: Raw -3061777.953990 + Penalty 4951.655470 = -3056826.298520
  nChanged 86
		SP:Iteration 30Q (3970.530000 sec): 3 clusters
  Score: Raw -3061789.709142 + Penalty 4951.655470 = -3056838.053672
  nChanged 71
		SP:Iteration 31Q (3970.600000 sec): 3 clusters
  Score: Raw -3061798.066154 + Penalty 4951.655470 = -3056846.410683
  nChanged 74
		SP:Iteration 32Q (3970.670000 sec): 3 clusters
  Score: Raw -3061807.230330 + Penalty 4951.655470 = -3056855.574860
  nChanged 79
		SP:Iteration 33Q (3970.750000 sec): 3 clusters
  Score: Raw -3061819.688238 + Penalty 4951.655470 = -3056868.032768
  nChanged 81
		SP:Iteration 34Q (3970.830000 sec): 3 clusters
  Score: Raw -3061831.787273 + Penalty 4951.655470 = -3056880.131803
  nChanged 83
		SP:Iteration 35Q (3970.900000 sec): 3 clusters
  Score: Raw -3061844.631190 + Penalty 4951.655470 = -3056892.975719
  nChanged 99
		SP:Iteration 36Q (3970.980000 sec): 3 clusters
  Score: Raw -3061857.471898 + Penalty 4951.655470 = -3056905.816428
  nChanged 82
		SP:Iteration 37Q (3971.050000 sec): 3 clusters
  Score: Raw -3061869.775728 + Penalty 4951.655470 = -3056918.120258
  nChanged 71
		SP:Iteration 38Q (3971.130000 sec): 3 clusters
  Score: Raw -3061879.709327 + Penalty 4951.655470 = -3056928.053857
  nChanged 74
		SP:Iteration 39Q (3971.210000 sec): 3 clusters
  Score: Raw -3061889.860545 + Penalty 4951.655470 = -3056938.205075
  nChanged 74
		SP:Iteration 40F (3971.280000 sec): 3 clusters
  Score: Raw -3061899.207126 + Penalty 4951.655470 = -3056947.551655
  nChanged 66
		SP:Iteration 41Q (3971.360000 sec): 3 clusters
  Score: Raw -3061907.535368 + Penalty 4951.655470 = -3056955.879897
  nChanged 65
		SP:Iteration 42Q (3971.430000 sec): 3 clusters
  Score: Raw -3061916.013576 + Penalty 4951.655470 = -3056964.358105
  nChanged 64
		SP:Iteration 43Q (3971.510000 sec): 3 clusters
  Score: Raw -3061923.807103 + Penalty 4951.655470 = -3056972.151632
  nChanged 53
		SP:Iteration 44Q (3971.580000 sec): 3 clusters
  Score: Raw -3061929.998254 + Penalty 4951.655470 = -3056978.342783
  nChanged 46
		SP:Iteration 45Q (3971.650000 sec): 3 clusters
  Score: Raw -3061935.303553 + Penalty 4951.655470 = -3056983.648082
  nChanged 49
		SP:Iteration 46Q (3971.730000 sec): 3 clusters
  Score: Raw -3061940.615993 + Penalty 4951.655470 = -3056988.960523
  nChanged 51
		SP:Iteration 47Q (3971.800000 sec): 3 clusters
  Score: Raw -3061945.513590 + Penalty 4951.655470 = -3056993.858120
  nChanged 28
		SP:Iteration 48Q (3971.880000 sec): 3 clusters
  Score: Raw -3061947.977456 + Penalty 4951.655470 = -3056996.321985
  nChanged 21
		SP:Iteration 49Q (3971.950000 sec): 3 clusters
  Score: Raw -3061949.362767 + Penalty 4951.655470 = -3056997.707297
  nChanged 17
		SP:Iteration 50Q (3972.030000 sec): 3 clusters
  Score: Raw -3061950.654355 + Penalty 4951.655470 = -3056998.998885
  nChanged 13
		SP:Iteration 51Q (3972.100000 sec): 3 clusters
  Score: Raw -3061951.747515 + Penalty 4951.655470 = -3057000.092044
  nChanged 15
		SP:Iteration 52Q (3972.170000 sec): 3 clusters
  Score: Raw -3061953.117810 + Penalty 4951.655470 = -3057001.462340
  nChanged 16
		SP:Iteration 53Q (3972.250000 sec): 3 clusters
  Score: Raw -3061954.726495 + Penalty 4951.655470 = -3057003.071024
  nChanged 22
		SP:Iteration 54Q (3972.330000 sec): 3 clusters
  Score: Raw -3061956.386857 + Penalty 4951.655470 = -3057004.731387
  nChanged 22
		SP:Iteration 55Q (3972.400000 sec): 3 clusters
  Score: Raw -3061958.262952 + Penalty 4951.655470 = -3057006.607482
  nChanged 29
		SP:Iteration 56Q (3972.480000 sec): 3 clusters
  Score: Raw -3061961.397077 + Penalty 4951.655470 = -3057009.741607
  nChanged 34
		SP:Iteration 57Q (3972.550000 sec): 3 clusters
  Score: Raw -3061964.954448 + Penalty 4951.655470 = -3057013.298978
  nChanged 36
		SP:Iteration 58Q (3972.630000 sec): 3 clusters
  Score: Raw -3061968.703479 + Penalty 4951.655470 = -3057017.048009
  nChanged 39
		SP:Iteration 59Q (3972.710000 sec): 3 clusters
  Score: Raw -3061972.846775 + Penalty 4951.655470 = -3057021.191304
  nChanged 44
		SP:Iteration 60F (3972.790000 sec): 3 clusters
  Score: Raw -3061978.080481 + Penalty 4951.655470 = -3057026.425010
  nChanged 53
		SP:Iteration 61Q (3972.860000 sec): 3 clusters
  Score: Raw -3061984.858547 + Penalty 4951.655470 = -3057033.203077
  nChanged 63
		SP:Iteration 62Q (3972.940000 sec): 3 clusters
  Score: Raw -3061992.512460 + Penalty 4951.655470 = -3057040.856990
  nChanged 55
		SP:Iteration 63Q (3973.010000 sec): 3 clusters
  Score: Raw -3061998.828686 + Penalty 4951.655470 = -3057047.173216
  nChanged 37
		SP:Iteration 64Q (3973.090000 sec): 3 clusters
  Score: Raw -3062002.081561 + Penalty 4951.655470 = -3057050.426091
  nChanged 30
		SP:Iteration 65Q (3973.160000 sec): 3 clusters
  Score: Raw -3062004.673249 + Penalty 4951.655470 = -3057053.017779
  nChanged 25
		SP:Iteration 66Q (3973.240000 sec): 3 clusters
  Score: Raw -3062007.160775 + Penalty 4951.655470 = -3057055.505305
  nChanged 28
		SP:Iteration 67Q (3973.310000 sec): 3 clusters
  Score: Raw -3062010.084763 + Penalty 4951.655470 = -3057058.429293
  nChanged 33
		SP:Iteration 68Q (3973.390000 sec): 3 clusters
  Score: Raw -3062013.591766 + Penalty 4951.655470 = -3057061.936296
  nChanged 38
		SP:Iteration 69Q (3973.460000 sec): 3 clusters
  Score: Raw -3062016.944407 + Penalty 4951.655470 = -3057065.288937
  nChanged 35
		SP:Iteration 70Q (3973.540000 sec): 3 clusters
  Score: Raw -3062019.772697 + Penalty 4951.655470 = -3057068.117227
  nChanged 31
		SP:Iteration 71Q (3973.610000 sec): 3 clusters
  Score: Raw -3062022.806594 + Penalty 4951.655470 = -3057071.151124
  nChanged 35
		SP:Iteration 72Q (3973.690000 sec): 3 clusters
  Score: Raw -3062026.054383 + Penalty 4951.655470 = -3057074.398912
  nChanged 33
		SP:Iteration 73Q (3973.760000 sec): 3 clusters
  Score: Raw -3062028.869514 + Penalty 4951.655470 = -3057077.214044
  nChanged 31
		SP:Iteration 74Q (3973.840000 sec): 3 clusters
  Score: Raw -3062031.298883 + Penalty 4951.655470 = -3057079.643413
  nChanged 32
		SP:Iteration 75Q (3973.910000 sec): 3 clusters
  Score: Raw -3062033.729651 + Penalty 4951.655470 = -3057082.074181
  nChanged 31
		SP:Iteration 76Q (3973.990000 sec): 3 clusters
  Score: Raw -3062035.869402 + Penalty 4951.655470 = -3057084.213931
  nChanged 26
		SP:Iteration 77Q (3974.060000 sec): 3 clusters
  Score: Raw -3062038.040678 + Penalty 4951.655470 = -3057086.385208
  nChanged 25
		SP:Iteration 78Q (3974.140000 sec): 3 clusters
  Score: Raw -3062040.067446 + Penalty 4951.655470 = -3057088.411976
  nChanged 33
		SP:Iteration 79Q (3974.210000 sec): 3 clusters
  Score: Raw -3062042.902692 + Penalty 4951.655470 = -3057091.247222
  nChanged 30
		SP:Iteration 80F (3974.290000 sec): 3 clusters
  Score: Raw -3062045.496704 + Penalty 4951.655470 = -3057093.841233
  nChanged 26
		SP:Iteration 81Q (3974.370000 sec): 3 clusters
  Score: Raw -3062047.795323 + Penalty 4951.655470 = -3057096.139853
  nChanged 30
		SP:Iteration 82Q (3974.440000 sec): 3 clusters
  Score: Raw -3062051.228853 + Penalty 4951.655470 = -3057099.573383
  nChanged 34
		SP:Iteration 83Q (3974.520000 sec): 3 clusters
  Score: Raw -3062055.092601 + Penalty 4951.655470 = -3057103.437130
  nChanged 39
		SP:Iteration 84Q (3974.600000 sec): 3 clusters
  Score: Raw -3062058.629574 + Penalty 4951.655470 = -3057106.974103
  nChanged 33
		SP:Iteration 85Q (3974.670000 sec): 3 clusters
  Score: Raw -3062061.999454 + Penalty 4951.655470 = -3057110.343984
  nChanged 35
		SP:Iteration 86Q (3974.750000 sec): 3 clusters
  Score: Raw -3062065.744363 + Penalty 4951.655470 = -3057114.088893
  nChanged 36
		SP:Iteration 87Q (3974.820000 sec): 3 clusters
  Score: Raw -3062069.359160 + Penalty 4951.655470 = -3057117.703690
  nChanged 46
		SP:Iteration 88Q (3974.900000 sec): 3 clusters
  Score: Raw -3062074.514134 + Penalty 4951.655470 = -3057122.858664
  nChanged 52
		SP:Iteration 89Q (3974.980000 sec): 3 clusters
  Score: Raw -3062081.340379 + Penalty 4951.655470 = -3057129.684909
  nChanged 61
		SP:Iteration 90Q (3975.050000 sec): 3 clusters
  Score: Raw -3062091.097419 + Penalty 4951.655470 = -3057139.441949
  nChanged 82
		SP:Iteration 91Q (3975.130000 sec): 3 clusters
  Score: Raw -3062103.070735 + Penalty 4951.655470 = -3057151.415265
  nChanged 89
		SP:Iteration 92Q (3975.200000 sec): 3 clusters
  Score: Raw -3062117.022143 + Penalty 4951.655470 = -3057165.366673
  nChanged 102
		SP:Iteration 93Q (3975.280000 sec): 3 clusters
  Score: Raw -3062134.654677 + Penalty 4951.655470 = -3057182.999206
  nChanged 109
		SP:Iteration 94Q (3975.350000 sec): 3 clusters
  Score: Raw -3062153.823554 + Penalty 4951.655470 = -3057202.168083
  nChanged 95
		SP:Iteration 95Q (3975.430000 sec): 3 clusters
  Score: Raw -3062168.769451 + Penalty 4951.655470 = -3057217.113981
  nChanged 88
		SP:Iteration 96Q (3975.500000 sec): 3 clusters
  Score: Raw -3062180.461076 + Penalty 4951.655470 = -3057228.805605
  nChanged 72
		SP:Iteration 97Q (3975.580000 sec): 3 clusters
  Score: Raw -3062192.208858 + Penalty 4951.655470 = -3057240.553388
  nChanged 83
		SP:Iteration 98Q (3975.650000 sec): 3 clusters
  Score: Raw -3062205.162982 + Penalty 4951.655470 = -3057253.507512
  nChanged 87
		SP:Iteration 99Q (3975.730000 sec): 3 clusters
  Score: Raw -3062221.425015 + Penalty 4951.655470 = -3057269.769545
  nChanged 100
		SP:Iteration 100F (3975.810000 sec): 3 clusters
  Score: Raw -3062237.033588 + Penalty 4951.655470 = -3057285.378117
  nChanged 89
		SP:Iteration 101Q (3975.880000 sec): 3 clusters
  Score: Raw -3062249.614445 + Penalty 4951.655470 = -3057297.958975
  nChanged 87
		SP:Iteration 102Q (3975.960000 sec): 3 clusters
  Score: Raw -3062262.987555 + Penalty 4951.655470 = -3057311.332085
  nChanged 86
		SP:Iteration 103Q (3976.030000 sec): 3 clusters
  Score: Raw -3062276.226303 + Penalty 4951.655470 = -3057324.570832
  nChanged 73
		SP:Iteration 104Q (3976.110000 sec): 3 clusters
  Score: Raw -3062288.199574 + Penalty 4951.655470 = -3057336.544104
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		SP:Iteration 105Q (3976.180000 sec): 3 clusters
  Score: Raw -3062300.962884 + Penalty 4951.655470 = -3057349.307414
  nChanged 79
		SP:Iteration 106Q (3976.260000 sec): 3 clusters
  Score: Raw -3062314.137384 + Penalty 4951.655470 = -3057362.481914
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		SP:Iteration 107Q (3976.330000 sec): 3 clusters
  Score: Raw -3062330.336776 + Penalty 4951.655470 = -3057378.681306
  nChanged 102
		SP:Iteration 108Q (3976.400000 sec): 3 clusters
  Score: Raw -3062348.676441 + Penalty 4951.655470 = -3057397.020971
  nChanged 99
		SP:Iteration 109Q (3976.480000 sec): 3 clusters
  Score: Raw -3062368.108893 + Penalty 4951.655470 = -3057416.453423
  nChanged 104
		SP:Iteration 110Q (3976.550000 sec): 3 clusters
  Score: Raw -3062388.024637 + Penalty 4951.655470 = -3057436.369166
  nChanged 90
		SP:Iteration 111Q (3976.630000 sec): 3 clusters
  Score: Raw -3062403.598978 + Penalty 4951.655470 = -3057451.943508
  nChanged 84
		SP:Iteration 112Q (3976.700000 sec): 3 clusters
  Score: Raw -3062419.141330 + Penalty 4951.655470 = -3057467.485860
  nChanged 98
		SP:Iteration 113Q (3976.770000 sec): 3 clusters
  Score: Raw -3062441.569025 + Penalty 4951.655470 = -3057489.913555
  nChanged 112
		SP:Iteration 114Q (3976.850000 sec): 3 clusters
  Score: Raw -3062465.052412 + Penalty 4951.655470 = -3057513.396941
  nChanged 108
		SP:Iteration 115Q (3976.920000 sec): 3 clusters
  Score: Raw -3062487.983903 + Penalty 4951.655470 = -3057536.328433
  nChanged 117
		SP:Iteration 116Q (3976.990000 sec): 3 clusters
  Score: Raw -3062511.849769 + Penalty 4951.655470 = -3057560.194299
  nChanged 106
		SP:Iteration 117Q (3977.070000 sec): 3 clusters
  Score: Raw -3062534.531874 + Penalty 4951.655470 = -3057582.876404
  nChanged 119
		SP:Iteration 118Q (3977.140000 sec): 3 clusters
  Score: Raw -3062558.171344 + Penalty 4951.655470 = -3057606.515874
  nChanged 115
		SP:Iteration 119Q (3977.210000 sec): 3 clusters
  Score: Raw -3062582.040065 + Penalty 4951.655470 = -3057630.384595
  nChanged 110
		SP:Iteration 120F (3977.290000 sec): 3 clusters
  Score: Raw -3062607.880259 + Penalty 4951.655470 = -3057656.224788
  nChanged 124
		SP:Iteration 121Q (3977.360000 sec): 3 clusters
  Score: Raw -3062639.568206 + Penalty 4951.655470 = -3057687.912736
  nChanged 107
		SP:Iteration 122Q (3977.440000 sec): 3 clusters
  Score: Raw -3062664.410143 + Penalty 4951.655470 = -3057712.754672
  nChanged 130
		SP:Iteration 123Q (3977.510000 sec): 3 clusters
  Score: Raw -3062694.074945 + Penalty 4951.655470 = -3057742.419475
  nChanged 124
		SP:Iteration 124Q (3977.580000 sec): 3 clusters
  Score: Raw -3062724.092629 + Penalty 4951.655470 = -3057772.437159
  nChanged 126
		SP:Iteration 125Q (3977.660000 sec): 3 clusters
  Score: Raw -3062754.706408 + Penalty 4951.655470 = -3057803.050938
  nChanged 110
		SP:Iteration 126Q (3977.730000 sec): 3 clusters
  Score: Raw -3062783.459759 + Penalty 4951.655470 = -3057831.804289
  nChanged 130
		SP:Iteration 127Q (3977.800000 sec): 3 clusters
  Score: Raw -3062817.165035 + Penalty 4951.655470 = -3057865.509565
  nChanged 139
		SP:Iteration 128Q (3977.880000 sec): 3 clusters
  Score: Raw -3062852.655516 + Penalty 4951.655470 = -3057901.000045
  nChanged 115
		SP:Iteration 129Q (3977.950000 sec): 3 clusters
  Score: Raw -3062882.879438 + Penalty 4951.655470 = -3057931.223968
  nChanged 110
		SP:Iteration 130Q (3978.020000 sec): 3 clusters
  Score: Raw -3062915.804292 + Penalty 4951.655470 = -3057964.148822
  nChanged 110
		SP:Iteration 131Q (3978.090000 sec): 3 clusters
  Score: Raw -3062948.946467 + Penalty 4951.655470 = -3057997.290996
  nChanged 122
		SP:Iteration 132Q (3978.160000 sec): 3 clusters
  Score: Raw -3062982.990768 + Penalty 4951.655470 = -3058031.335298
  nChanged 107
		SP:Iteration 133Q (3978.230000 sec): 3 clusters
  Score: Raw -3063017.825285 + Penalty 4951.655470 = -3058066.169814
  nChanged 108
		SP:Iteration 134Q (3978.300000 sec): 3 clusters
  Score: Raw -3063051.955002 + Penalty 4951.655470 = -3058100.299532
  nChanged 109
		SP:Iteration 135Q (3978.370000 sec): 3 clusters
  Score: Raw -3063081.227143 + Penalty 4951.655470 = -3058129.571673
  nChanged 102
		SP:Iteration 136Q (3978.440000 sec): 3 clusters
  Score: Raw -3063108.938083 + Penalty 4951.655470 = -3058157.282613
  nChanged 102
		SP:Iteration 137Q (3978.510000 sec): 3 clusters
  Score: Raw -3063133.738672 + Penalty 4951.655470 = -3058182.083202
  nChanged 86
		SP:Iteration 138Q (3978.580000 sec): 3 clusters
  Score: Raw -3063153.974025 + Penalty 4951.655470 = -3058202.318555
  nChanged 73
		SP:Iteration 139Q (3978.650000 sec): 3 clusters
  Score: Raw -3063170.415733 + Penalty 4951.655470 = -3058218.760263
  nChanged 69
		SP:Iteration 140F (3978.730000 sec): 3 clusters
  Score: Raw -3063184.485883 + Penalty 4951.655470 = -3058232.830413
  nChanged 67
		SP:Iteration 141Q (3978.800000 sec): 3 clusters
  Score: Raw -3063197.832327 + Penalty 4951.655470 = -3058246.176856
  nChanged 59
		SP:Iteration 142Q (3978.870000 sec): 3 clusters
  Score: Raw -3063209.083088 + Penalty 4951.655470 = -3058257.427618
  nChanged 68
		SP:Iteration 143Q (3978.940000 sec): 3 clusters
  Score: Raw -3063221.442777 + Penalty 4951.655470 = -3058269.787307
  nChanged 65
		SP:Iteration 144Q (3979.010000 sec): 3 clusters
  Score: Raw -3063232.080364 + Penalty 4951.655470 = -3058280.424894
  nChanged 48
		SP:Iteration 145Q (3979.080000 sec): 3 clusters
  Score: Raw -3063238.608861 + Penalty 4951.655470 = -3058286.953391
  nChanged 33
		SP:Iteration 146Q (3979.140000 sec): 3 clusters
  Score: Raw -3063243.398650 + Penalty 4951.655470 = -3058291.743179
  nChanged 30
		SP:Iteration 147Q (3979.210000 sec): 3 clusters
  Score: Raw -3063247.643585 + Penalty 4951.655470 = -3058295.988115
  nChanged 30
		SP:Iteration 148Q (3979.280000 sec): 3 clusters
  Score: Raw -3063252.562054 + Penalty 4951.655470 = -3058300.906583
  nChanged 27
		SP:Iteration 149Q (3979.350000 sec): 3 clusters
  Score: Raw -3063256.471841 + Penalty 4951.655470 = -3058304.816370
  nChanged 25
		SP:Iteration 150Q (3979.420000 sec): 3 clusters
  Score: Raw -3063260.363663 + Penalty 4951.655470 = -3058308.708193
  nChanged 21
		SP:Iteration 151Q (3979.480000 sec): 3 clusters
  Score: Raw -3063265.512431 + Penalty 4951.655470 = -3058313.856961
  nChanged 23
		SP:Iteration 152Q (3979.550000 sec): 3 clusters
  Score: Raw -3063268.948079 + Penalty 4951.655470 = -3058317.292609
  nChanged 32
		SP:Iteration 153Q (3979.620000 sec): 3 clusters
  Score: Raw -3063274.450579 + Penalty 4951.655470 = -3058322.795109
  nChanged 27
		SP:Iteration 154Q (3979.680000 sec): 3 clusters
  Score: Raw -3063278.270000 + Penalty 4951.655470 = -3058326.614530
  nChanged 16
		SP:Iteration 155Q (3979.750000 sec): 3 clusters
  Score: Raw -3063280.497903 + Penalty 4951.655470 = -3058328.842433
  nChanged 21
		SP:Iteration 156Q (3979.820000 sec): 3 clusters
  Score: Raw -3063283.499106 + Penalty 4951.655470 = -3058331.843636
  nChanged 21
		SP:Iteration 157Q (3979.890000 sec): 3 clusters
  Score: Raw -3063286.184678 + Penalty 4951.655470 = -3058334.529207
  nChanged 19
		SP:Iteration 158Q (3979.960000 sec): 3 clusters
  Score: Raw -3063288.770999 + Penalty 4951.655470 = -3058337.115528
  nChanged 17
		SP:Iteration 159Q (3980.020000 sec): 3 clusters
  Score: Raw -3063290.945407 + Penalty 4951.655470 = -3058339.289936
  nChanged 14
		SP:Iteration 160F (3980.100000 sec): 3 clusters
  Score: Raw -3063292.420104 + Penalty 4951.655470 = -3058340.764634
  nChanged 6
		SP:Iteration 161Q (3980.170000 sec): 3 clusters
  Score: Raw -3063293.036941 + Penalty 4951.655470 = -3058341.381471
  nChanged 7
		SP:Iteration 162Q (3980.240000 sec): 3 clusters
  Score: Raw -3063293.552586 + Penalty 4951.655470 = -3058341.897116
  nChanged 5
		SP:Iteration 163Q (3980.300000 sec): 3 clusters
  Score: Raw -3063294.088351 + Penalty 4951.655470 = -3058342.432881
  nChanged 6
		SP:Iteration 164Q (3980.370000 sec): 3 clusters
  Score: Raw -3063294.782812 + Penalty 4951.655470 = -3058343.127342
  nChanged 6
		SP:Iteration 165Q (3980.440000 sec): 3 clusters
  Score: Raw -3063295.529379 + Penalty 4951.655470 = -3058343.873909
  nChanged 4
		SP:Iteration 166Q (3980.510000 sec): 3 clusters
  Score: Raw -3063295.949838 + Penalty 4951.655470 = -3058344.294368
  nChanged 5
		SP:Iteration 167Q (3980.580000 sec): 3 clusters
  Score: Raw -3063296.821999 + Penalty 4951.655470 = -3058345.166529
  nChanged 5
		SP:Iteration 168Q (3980.640000 sec): 3 clusters
  Score: Raw -3063297.448438 + Penalty 4951.655470 = -3058345.792967
  nChanged 12
		SP:Iteration 169Q (3980.710000 sec): 3 clusters
  Score: Raw -3063299.173132 + Penalty 4951.655470 = -3058347.517661
  nChanged 9
		SP:Iteration 170Q (3980.780000 sec): 3 clusters
  Score: Raw -3063300.189094 + Penalty 4951.655470 = -3058348.533624
  nChanged 12
		SP:Iteration 171Q (3980.840000 sec): 3 clusters
  Score: Raw -3063302.251938 + Penalty 4951.655470 = -3058350.596468
  nChanged 15
		SP:Iteration 172Q (3980.910000 sec): 3 clusters
  Score: Raw -3063304.620425 + Penalty 4951.655470 = -3058352.964955
  nChanged 12
		SP:Iteration 173Q (3980.980000 sec): 3 clusters
  Score: Raw -3063305.685327 + Penalty 4951.655470 = -3058354.029857
  nChanged 6
		SP:Iteration 174Q (3981.040000 sec): 3 clusters
  Score: Raw -3063306.386929 + Penalty 4951.655470 = -3058354.731459
  nChanged 6
		SP:Iteration 175Q (3981.110000 sec): 3 clusters
  Score: Raw -3063306.987516 + Penalty 4951.655470 = -3058355.332046
  nChanged 8
		SP:Iteration 176Q (3981.180000 sec): 3 clusters
  Score: Raw -3063307.725889 + Penalty 4951.655470 = -3058356.070419
  nChanged 9
		SP:Iteration 177Q (3981.240000 sec): 3 clusters
  Score: Raw -3063308.631365 + Penalty 4951.655470 = -3058356.975895
  nChanged 8
		SP:Iteration 178Q (3981.310000 sec): 3 clusters
  Score: Raw -3063309.464339 + Penalty 4951.655470 = -3058357.808869
  nChanged 9
		SP:Iteration 179Q (3981.380000 sec): 3 clusters
  Score: Raw -3063310.356434 + Penalty 4951.655470 = -3058358.700964
  nChanged 9
		SP:Iteration 180F (3981.460000 sec): 3 clusters
  Score: Raw -3063311.186140 + Penalty 4951.655470 = -3058359.530669
  nChanged 8
		SP:Iteration 181Q (3981.520000 sec): 3 clusters
  Score: Raw -3063312.221244 + Penalty 4951.655470 = -3058360.565773
  nChanged 6
		SP:Iteration 182Q (3981.590000 sec): 3 clusters
  Score: Raw -3063312.901357 + Penalty 4951.655470 = -3058361.245886
  nChanged 4
		SP:Iteration 183Q (3981.660000 sec): 3 clusters
  Score: Raw -3063313.748513 + Penalty 4951.655470 = -3058362.093042
  nChanged 3
		SP:Iteration 184Q (3981.720000 sec): 3 clusters
  Score: Raw -3063314.191740 + Penalty 4951.655470 = -3058362.536269
  nChanged 5
		SP:Iteration 185Q (3981.790000 sec): 3 clusters
  Score: Raw -3063314.782932 + Penalty 4951.655470 = -3058363.127462
  nChanged 7
		SP:Iteration 186Q (3981.860000 sec): 3 clusters
  Score: Raw -3063315.783853 + Penalty 4951.655470 = -3058364.128383
  nChanged 4
		SP:Iteration 187Q (3981.920000 sec): 3 clusters
  Score: Raw -3063316.074584 + Penalty 4951.655470 = -3058364.419114
  nChanged 6
		SP:Iteration 188Q (3981.990000 sec): 3 clusters
  Score: Raw -3063317.251043 + Penalty 4951.655470 = -3058365.595573
  nChanged 11
		SP:Iteration 189Q (3982.060000 sec): 3 clusters
  Score: Raw -3063319.382895 + Penalty 4951.655470 = -3058367.727424
  nChanged 14
		SP:Iteration 190Q (3982.120000 sec): 3 clusters
  Score: Raw -3063320.896330 + Penalty 4951.655470 = -3058369.240860
  nChanged 14
		SP:Iteration 191Q (3982.190000 sec): 3 clusters
  Score: Raw -3063322.498739 + Penalty 4951.655470 = -3058370.843269
  nChanged 9
		SP:Iteration 192Q (3982.260000 sec): 3 clusters
  Score: Raw -3063323.577188 + Penalty 4951.655470 = -3058371.921718
  nChanged 10
		SP:Iteration 193Q (3982.320000 sec): 3 clusters
  Score: Raw -3063325.101954 + Penalty 4951.655470 = -3058373.446484
  nChanged 11
		SP:Iteration 194Q (3982.390000 sec): 3 clusters
  Score: Raw -3063326.505219 + Penalty 4951.655470 = -3058374.849748
  nChanged 14
		SP:Iteration 195Q (3982.460000 sec): 3 clusters
  Score: Raw -3063328.762380 + Penalty 4951.655470 = -3058377.106909
  nChanged 21
		SP:Iteration 196Q (3982.520000 sec): 3 clusters
  Score: Raw -3063332.398654 + Penalty 4951.655470 = -3058380.743183
  nChanged 23
		SP:Iteration 197Q (3982.590000 sec): 3 clusters
  Score: Raw -3063336.057963 + Penalty 4951.655470 = -3058384.402493
  nChanged 19
		SP:Iteration 198Q (3982.660000 sec): 3 clusters
  Score: Raw -3063338.798149 + Penalty 4951.655470 = -3058387.142679
  nChanged 18
		SP:Iteration 199Q (3982.720000 sec): 3 clusters
  Score: Raw -3063341.222605 + Penalty 4951.655470 = -3058389.567134
  nChanged 18
		SP:Iteration 200F (3982.800000 sec): 3 clusters
  Score: Raw -3063344.409386 + Penalty 4951.655470 = -3058392.753916
  nChanged 22
		SP:Iteration 201Q (3982.870000 sec): 3 clusters
  Score: Raw -3063348.067040 + Penalty 4951.655470 = -3058396.411569
  nChanged 24
		SP:Iteration 202Q (3982.940000 sec): 3 clusters
  Score: Raw -3063351.649536 + Penalty 4951.655470 = -3058399.994066
  nChanged 20
		SP:Iteration 203Q (3983.000000 sec): 3 clusters
  Score: Raw -3063354.146008 + Penalty 4951.655470 = -3058402.490538
  nChanged 17
		SP:Iteration 204Q (3983.070000 sec): 3 clusters
  Score: Raw -3063356.283777 + Penalty 4951.655470 = -3058404.628307
  nChanged 11
		SP:Iteration 205Q (3983.140000 sec): 3 clusters
  Score: Raw -3063357.739701 + Penalty 4951.655470 = -3058406.084230
  nChanged 9
		SP:Iteration 206Q (3983.200000 sec): 3 clusters
  Score: Raw -3063358.845144 + Penalty 4951.655470 = -3058407.189673
  nChanged 9
		SP:Iteration 207Q (3983.270000 sec): 3 clusters
  Score: Raw -3063359.912486 + Penalty 4951.655470 = -3058408.257016
  nChanged 8
		SP:Iteration 208Q (3983.330000 sec): 3 clusters
  Score: Raw -3063361.063754 + Penalty 4951.655470 = -3058409.408284
  nChanged 8
		SP:Iteration 209Q (3983.400000 sec): 3 clusters
  Score: Raw -3063361.900633 + Penalty 4951.655470 = -3058410.245162
  nChanged 7
		SP:Iteration 210Q (3983.470000 sec): 3 clusters
  Score: Raw -3063362.675316 + Penalty 4951.655470 = -3058411.019846
  nChanged 2
		SP:Iteration 211Q (3983.530000 sec): 3 clusters
  Score: Raw -3063362.825955 + Penalty 4951.655470 = -3058411.170485
  nChanged 1
		SP:Iteration 212Q (3983.600000 sec): 3 clusters
  Score: Raw -3063363.011816 + Penalty 4951.655470 = -3058411.356346
  nChanged 2
		SP:Iteration 213Q (3983.670000 sec): 3 clusters
  Score: Raw -3063363.404334 + Penalty 4951.655470 = -3058411.748863
  nChanged 8
		SP:Iteration 214Q (3983.730000 sec): 3 clusters
  Score: Raw -3063364.738602 + Penalty 4951.655470 = -3058413.083132
  nChanged 10
		SP:Iteration 215Q (3983.800000 sec): 3 clusters
  Score: Raw -3063365.641274 + Penalty 4951.655470 = -3058413.985803
  nChanged 5
		SP:Iteration 216Q (3983.860000 sec): 3 clusters
  Score: Raw -3063366.143871 + Penalty 4951.655470 = -3058414.488401
  nChanged 4
		SP:Iteration 217Q (3983.930000 sec): 3 clusters
  Score: Raw -3063366.601257 + Penalty 4951.655470 = -3058414.945787
  nChanged 7
		SP:Iteration 218Q (3984.000000 sec): 3 clusters
  Score: Raw -3063367.611015 + Penalty 4951.655470 = -3058415.955544
  nChanged 6
		SP:Iteration 219Q (3984.060000 sec): 3 clusters
  Score: Raw -3063368.389511 + Penalty 4951.655470 = -3058416.734040
  nChanged 7
		SP:Iteration 220F (3984.140000 sec): 3 clusters
  Score: Raw -3063369.579374 + Penalty 4951.655470 = -3058417.923904
  nChanged 9
		SP:Iteration 221Q (3984.200000 sec): 3 clusters
  Score: Raw -3063370.669171 + Penalty 4951.655470 = -3058419.013700
  nChanged 10
		SP:Iteration 222Q (3984.270000 sec): 3 clusters
  Score: Raw -3063372.036865 + Penalty 4951.655470 = -3058420.381394
  nChanged 10
		SP:Iteration 223Q (3984.340000 sec): 3 clusters
  Score: Raw -3063373.246977 + Penalty 4951.655470 = -3058421.591507
  nChanged 11
		SP:Iteration 224Q (3984.400000 sec): 3 clusters
  Score: Raw -3063374.739209 + Penalty 4951.655470 = -3058423.083738
  nChanged 5
		SP:Iteration 225Q (3984.470000 sec): 3 clusters
  Score: Raw -3063375.340321 + Penalty 4951.655470 = -3058423.684851
  nChanged 5
		SP:Iteration 226Q (3984.540000 sec): 3 clusters
  Score: Raw -3063376.269817 + Penalty 4951.655470 = -3058424.614347
  nChanged 3
		SP:Iteration 227Q (3984.600000 sec): 3 clusters
  Score: Raw -3063376.672202 + Penalty 4951.655470 = -3058425.016732
  nChanged 5
		SP:Iteration 228Q (3984.670000 sec): 3 clusters
  Score: Raw -3063377.341630 + Penalty 4951.655470 = -3058425.686159
  nChanged 7
		SP:Iteration 229Q (3984.730000 sec): 3 clusters
  Score: Raw -3063377.978928 + Penalty 4951.655470 = -3058426.323458
  nChanged 6
		SP:Iteration 230Q (3984.800000 sec): 3 clusters
  Score: Raw -3063378.719538 + Penalty 4951.655470 = -3058427.064067
  nChanged 6
		SP:Iteration 231Q (3984.860000 sec): 3 clusters
  Score: Raw -3063379.330023 + Penalty 4951.655470 = -3058427.674552
  nChanged 3
		SP:Iteration 232Q (3984.930000 sec): 3 clusters
  Score: Raw -3063379.635175 + Penalty 4951.655470 = -3058427.979704
  nChanged 5
		SP:Iteration 233Q (3985.000000 sec): 3 clusters
  Score: Raw -3063380.376385 + Penalty 4951.655470 = -3058428.720915
  nChanged 5
		SP:Iteration 234Q (3985.060000 sec): 3 clusters
  Score: Raw -3063380.963804 + Penalty 4951.655470 = -3058429.308333
  nChanged 6
		SP:Iteration 235Q (3985.120000 sec): 3 clusters
  Score: Raw -3063381.719817 + Penalty 4951.655470 = -3058430.064346
  nChanged 5
		SP:Iteration 236Q (3985.190000 sec): 3 clusters
  Score: Raw -3063382.196371 + Penalty 4951.655470 = -3058430.540901
  nChanged 3
		SP:Iteration 237Q (3985.260000 sec): 3 clusters
  Score: Raw -3063382.511112 + Penalty 4951.655470 = -3058430.855642
  nChanged 3
		SP:Iteration 238Q (3985.320000 sec): 3 clusters
  Score: Raw -3063382.809043 + Penalty 4951.655470 = -3058431.153572
  nChanged 5
		SP:Iteration 239Q (3985.390000 sec): 3 clusters
  Score: Raw -3063383.219434 + Penalty 4951.655470 = -3058431.563963
  nChanged 2
		SP:Iteration 240F (3985.460000 sec): 3 clusters
  Score: Raw -3063383.603043 + Penalty 4951.655470 = -3058431.947572
  nChanged 3
		SP:Iteration 241Q (3985.530000 sec): 3 clusters
  Score: Raw -3063384.029848 + Penalty 4951.655470 = -3058432.374377
  nChanged 6
		SP:Iteration 242Q (3985.600000 sec): 3 clusters
  Score: Raw -3063384.849944 + Penalty 4951.655470 = -3058433.194474
  nChanged 3
		SP:Iteration 243Q (3985.660000 sec): 3 clusters
  Score: Raw -3063385.114859 + Penalty 4951.655470 = -3058433.459389
  nChanged 2
		SP:Iteration 244Q (3985.730000 sec): 3 clusters
  Score: Raw -3063385.299539 + Penalty 4951.655470 = -3058433.644069
  nChanged 2
		SP:Iteration 245Q (3985.800000 sec): 3 clusters
  Score: Raw -3063385.443198 + Penalty 4951.655470 = -3058433.787728
  nChanged 1
		SP:Iteration 246Q (3985.860000 sec): 3 clusters
  Score: Raw -3063385.606173 + Penalty 4951.655470 = -3058433.950702
  nChanged 1
		SP:Iteration 247Q (3985.930000 sec): 3 clusters
  Score: Raw -3063385.721041 + Penalty 4951.655470 = -3058434.065571
  nChanged 1
		SP:Iteration 248Q (3985.990000 sec): 3 clusters
  Score: Raw -3063385.848589 + Penalty 4951.655470 = -3058434.193119
  nChanged 2
		SP:Iteration 249Q (3986.060000 sec): 3 clusters
  Score: Raw -3063386.082947 + Penalty 4951.655470 = -3058434.427477
  nChanged 1
		SP:Iteration 250Q (3986.120000 sec): 3 clusters
  Score: Raw -3063386.186774 + Penalty 4951.655470 = -3058434.531304
  nChanged 0
		SP:Iteration 251F (3986.200000 sec): 3 clusters
  Score: Raw -3063386.186774 + Penalty 4951.655470 = -3058434.531304
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (1090 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3986.220000 sec): 2 clusters
  Score: Raw -150532.910184 + Penalty 1734.495378 = -148798.414806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3986.220000 sec): 3 clusters
  Score: Raw -150336.745879 + Penalty 3468.990756 = -146867.755123
  nChanged 298
		SP:Iteration 1F (3986.220000 sec): 3 clusters
  Score: Raw -150808.676446 + Penalty 3468.990756 = -147339.685690
  nChanged 109
		SP:Iteration 2F (3986.230000 sec): 3 clusters
  Score: Raw -151110.121116 + Penalty 3468.990756 = -147641.130361
  nChanged 74
		SP:Iteration 3F (3986.240000 sec): 3 clusters
  Score: Raw -151358.766574 + Penalty 3468.990756 = -147889.775818
  nChanged 52
		SP:Iteration 4Q (3986.240000 sec): 3 clusters
  Score: Raw -151502.467882 + Penalty 3468.990756 = -148033.477127
  nChanged 41
		SP:Iteration 5Q (3986.240000 sec): 3 clusters
  Score: Raw -151595.216752 + Penalty 3468.990756 = -148126.225996
  nChanged 29
		SP:Iteration 6Q (3986.250000 sec): 3 clusters
  Score: Raw -151644.360325 + Penalty 3468.990756 = -148175.369569
  nChanged 27
		SP:Iteration 7Q (3986.250000 sec): 3 clusters
  Score: Raw -151705.471409 + Penalty 3468.990756 = -148236.480653
  nChanged 32
		SP:Iteration 8Q (3986.250000 sec): 3 clusters
  Score: Raw -151762.474974 + Penalty 3468.990756 = -148293.484218
  nChanged 23
		SP:Iteration 9Q (3986.260000 sec): 3 clusters
  Score: Raw -151811.480889 + Penalty 3468.990756 = -148342.490133
  nChanged 21
		SP:Iteration 10Q (3986.260000 sec): 3 clusters
  Score: Raw -151858.682099 + Penalty 3468.990756 = -148389.691344
  nChanged 24
		SP:Iteration 11Q (3986.260000 sec): 3 clusters
  Score: Raw -151920.114765 + Penalty 3468.990756 = -148451.124009
  nChanged 19
		SP:Iteration 12Q (3986.270000 sec): 3 clusters
  Score: Raw -151971.060065 + Penalty 3468.990756 = -148502.069310
  nChanged 12
		SP:Iteration 13Q (3986.270000 sec): 3 clusters
  Score: Raw -152015.606110 + Penalty 3468.990756 = -148546.615354
  nChanged 14
		SP:Iteration 14Q (3986.270000 sec): 3 clusters
  Score: Raw -152120.459805 + Penalty 3468.990756 = -148651.469049
  nChanged 12
		SP:Iteration 15Q (3986.270000 sec): 3 clusters
  Score: Raw -152232.255220 + Penalty 3468.990756 = -148763.264464
  nChanged 9
		SP:Iteration 16Q (3986.280000 sec): 3 clusters
  Score: Raw -152303.941992 + Penalty 3468.990756 = -148834.951236
  nChanged 7
		SP:Iteration 17Q (3986.280000 sec): 3 clusters
  Score: Raw -152321.081643 + Penalty 3468.990756 = -148852.090887
  nChanged 5
		SP:Iteration 18Q (3986.290000 sec): 3 clusters
  Score: Raw -152327.584758 + Penalty 3468.990756 = -148858.594003
  nChanged 1
		SP:Iteration 19Q (3986.290000 sec): 3 clusters
  Score: Raw -152328.707539 + Penalty 3468.990756 = -148859.716783
  nChanged 1
		SP:Iteration 20F (3986.290000 sec): 3 clusters
  Score: Raw -152330.756869 + Penalty 3468.990756 = -148861.766114
  nChanged 1
		SP:Iteration 21Q (3986.290000 sec): 3 clusters
  Score: Raw -152331.724902 + Penalty 3468.990756 = -148862.734146
  nChanged 1
		SP:Iteration 22Q (3986.300000 sec): 3 clusters
  Score: Raw -152332.938856 + Penalty 3468.990756 = -148863.948100
  nChanged 0
		SP:Iteration 23F (3986.300000 sec): 3 clusters
  Score: Raw -152332.938856 + Penalty 3468.990756 = -148863.948100
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 24.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2436 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3986.310000 sec): 2 clusters
  Score: Raw -341048.277789 + Penalty 1933.931932 = -339114.345857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3986.330000 sec): 3 clusters
  Score: Raw -340103.989390 + Penalty 3867.863864 = -336236.125526
  nChanged 823
		SP:Iteration 1F (3986.330000 sec): 3 clusters
  Score: Raw -340687.521310 + Penalty 3867.863864 = -336819.657446
  nChanged 184
		SP:Iteration 2F (3986.340000 sec): 3 clusters
  Score: Raw -340832.756138 + Penalty 3867.863864 = -336964.892274
  nChanged 115
		SP:Iteration 3Q (3986.350000 sec): 3 clusters
  Score: Raw -340915.608180 + Penalty 3867.863864 = -337047.744316
  nChanged 88
		SP:Iteration 4Q (3986.360000 sec): 3 clusters
  Score: Raw -340990.670369 + Penalty 3867.863864 = -337122.806505
  nChanged 72
		SP:Iteration 5Q (3986.370000 sec): 3 clusters
  Score: Raw -341047.228856 + Penalty 3867.863864 = -337179.364993
  nChanged 65
		SP:Iteration 6Q (3986.380000 sec): 3 clusters
  Score: Raw -341093.163369 + Penalty 3867.863864 = -337225.299505
  nChanged 51
		SP:Iteration 7Q (3986.390000 sec): 3 clusters
  Score: Raw -341138.164008 + Penalty 3867.863864 = -337270.300144
  nChanged 44
		SP:Iteration 8Q (3986.390000 sec): 3 clusters
  Score: Raw -341173.731367 + Penalty 3867.863864 = -337305.867503
  nChanged 35
		SP:Iteration 9Q (3986.400000 sec): 3 clusters
  Score: Raw -341206.680492 + Penalty 3867.863864 = -337338.816628
  nChanged 41
		SP:Iteration 10Q (3986.410000 sec): 3 clusters
  Score: Raw -341246.309625 + Penalty 3867.863864 = -337378.445761
  nChanged 43
		SP:Iteration 11Q (3986.420000 sec): 3 clusters
  Score: Raw -341278.565981 + Penalty 3867.863864 = -337410.702117
  nChanged 31
		SP:Iteration 12Q (3986.430000 sec): 3 clusters
  Score: Raw -341296.027076 + Penalty 3867.863864 = -337428.163212
  nChanged 16
		SP:Iteration 13Q (3986.440000 sec): 3 clusters
  Score: Raw -341306.292633 + Penalty 3867.863864 = -337438.428769
  nChanged 14
		SP:Iteration 14Q (3986.450000 sec): 3 clusters
  Score: Raw -341314.482279 + Penalty 3867.863864 = -337446.618415
  nChanged 13
		SP:Iteration 15Q (3986.450000 sec): 3 clusters
  Score: Raw -341321.001916 + Penalty 3867.863864 = -337453.138052
  nChanged 9
		SP:Iteration 16Q (3986.470000 sec): 3 clusters
  Score: Raw -341326.050954 + Penalty 3867.863864 = -337458.187090
  nChanged 6
		SP:Iteration 17Q (3986.470000 sec): 3 clusters
  Score: Raw -341329.215432 + Penalty 3867.863864 = -337461.351569
  nChanged 6
		SP:Iteration 18Q (3986.480000 sec): 3 clusters
  Score: Raw -341332.712267 + Penalty 3867.863864 = -337464.848403
  nChanged 7
		SP:Iteration 19Q (3986.490000 sec): 3 clusters
  Score: Raw -341336.713715 + Penalty 3867.863864 = -337468.849851
  nChanged 7
		SP:Iteration 20F (3986.500000 sec): 3 clusters
  Score: Raw -341341.499765 + Penalty 3867.863864 = -337473.635901
  nChanged 3
		SP:Iteration 21Q (3986.510000 sec): 3 clusters
  Score: Raw -341343.053301 + Penalty 3867.863864 = -337475.189437
  nChanged 1
		SP:Iteration 22Q (3986.510000 sec): 3 clusters
  Score: Raw -341343.913106 + Penalty 3867.863864 = -337476.049242
  nChanged 1
		SP:Iteration 23Q (3986.530000 sec): 3 clusters
  Score: Raw -341344.226096 + Penalty 3867.863864 = -337476.362232
  nChanged 0
		SP:Iteration 24F (3986.530000 sec): 3 clusters
  Score: Raw -341344.226096 + Penalty 3867.863864 = -337476.362232
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (41480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3986.670000 sec): 2 clusters
  Score: Raw -6044216.585960 + Penalty 2636.975732 = -6041579.610228
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3986.830000 sec): 3 clusters
  Score: Raw -6018853.413692 + Penalty 5273.951465 = -6013579.462227
  nChanged 18942
		SP:Iteration 1F (3986.980000 sec): 3 clusters
  Score: Raw -6029309.678688 + Penalty 5273.951465 = -6024035.727224
  nChanged 1829
		SP:Iteration 2Q (3987.130000 sec): 3 clusters
  Score: Raw -6029984.726491 + Penalty 5273.951465 = -6024710.775026
  nChanged 1786
		SP:Iteration 3Q (3987.290000 sec): 3 clusters
  Score: Raw -6030706.945494 + Penalty 5273.951465 = -6025432.994030
  nChanged 1753
		SP:Iteration 4Q (3987.450000 sec): 3 clusters
  Score: Raw -6031455.536604 + Penalty 5273.951465 = -6026181.585139
  nChanged 1702
		SP:Iteration 5Q (3987.610000 sec): 3 clusters
  Score: Raw -6032193.267351 + Penalty 5273.951465 = -6026919.315887
  nChanged 1659
		SP:Iteration 6Q (3987.760000 sec): 3 clusters
  Score: Raw -6032937.795801 + Penalty 5273.951465 = -6027663.844336
  nChanged 1681
		SP:Iteration 7Q (3987.910000 sec): 3 clusters
  Score: Raw -6033674.976410 + Penalty 5273.951465 = -6028401.024945
  nChanged 1649
		SP:Iteration 8Q (3988.070000 sec): 3 clusters
  Score: Raw -6034436.968645 + Penalty 5273.951465 = -6029163.017181
  nChanged 1712
		SP:Iteration 9Q (3988.220000 sec): 3 clusters
  Score: Raw -6035305.978112 + Penalty 5273.951465 = -6030032.026647
  nChanged 1699
		SP:Iteration 10Q (3988.370000 sec): 3 clusters
  Score: Raw -6036241.180159 + Penalty 5273.951465 = -6030967.228695
  nChanged 1728
		SP:Iteration 11Q (3988.530000 sec): 3 clusters
  Score: Raw -6037197.361830 + Penalty 5273.951465 = -6031923.410365
  nChanged 1715
		SP:Iteration 12Q (3988.680000 sec): 3 clusters
  Score: Raw -6038168.461519 + Penalty 5273.951465 = -6032894.510054
  nChanged 1601
		SP:Iteration 13Q (3988.830000 sec): 3 clusters
  Score: Raw -6039103.282582 + Penalty 5273.951465 = -6033829.331118
  nChanged 1473
		SP:Iteration 14Q (3988.970000 sec): 3 clusters
  Score: Raw -6039995.083758 + Penalty 5273.951465 = -6034721.132294
  nChanged 1392
		SP:Iteration 15Q (3989.120000 sec): 3 clusters
  Score: Raw -6040845.783102 + Penalty 5273.951465 = -6035571.831637
  nChanged 1257
		SP:Iteration 16Q (3989.250000 sec): 3 clusters
  Score: Raw -6041643.465299 + Penalty 5273.951465 = -6036369.513834
  nChanged 1085
		SP:Iteration 17Q (3989.390000 sec): 3 clusters
  Score: Raw -6042394.206097 + Penalty 5273.951465 = -6037120.254632
  nChanged 924
		SP:Iteration 18Q (3989.520000 sec): 3 clusters
  Score: Raw -6043062.711488 + Penalty 5273.951465 = -6037788.760024
  nChanged 739
		SP:Iteration 19Q (3989.640000 sec): 3 clusters
  Score: Raw -6043625.760799 + Penalty 5273.951465 = -6038351.809334
  nChanged 545
		SP:Iteration 20F (3989.790000 sec): 3 clusters
  Score: Raw -6044054.358941 + Penalty 5273.951465 = -6038780.407476
  nChanged 404
		SP:Iteration 21Q (3989.910000 sec): 3 clusters
  Score: Raw -6044389.002336 + Penalty 5273.951465 = -6039115.050871
  nChanged 276
		SP:Iteration 22Q (3990.020000 sec): 3 clusters
  Score: Raw -6044621.173803 + Penalty 5273.951465 = -6039347.222339
  nChanged 165
		SP:Iteration 23Q (3990.130000 sec): 3 clusters
  Score: Raw -6044753.664174 + Penalty 5273.951465 = -6039479.712709
  nChanged 104
		SP:Iteration 24Q (3990.240000 sec): 3 clusters
  Score: Raw -6044836.711792 + Penalty 5273.951465 = -6039562.760328
  nChanged 75
		SP:Iteration 25Q (3990.350000 sec): 3 clusters
  Score: Raw -6044893.066618 + Penalty 5273.951465 = -6039619.115153
  nChanged 55
		SP:Iteration 26Q (3990.460000 sec): 3 clusters
  Score: Raw -6044937.706026 + Penalty 5273.951465 = -6039663.754561
  nChanged 32
		SP:Iteration 27Q (3990.570000 sec): 3 clusters
  Score: Raw -6044961.471886 + Penalty 5273.951465 = -6039687.520422
  nChanged 24
		SP:Iteration 28Q (3990.680000 sec): 3 clusters
  Score: Raw -6044975.708250 + Penalty 5273.951465 = -6039701.756785
  nChanged 15
		SP:Iteration 29Q (3990.780000 sec): 3 clusters
  Score: Raw -6044984.589664 + Penalty 5273.951465 = -6039710.638199
  nChanged 10
		SP:Iteration 30Q (3990.890000 sec): 3 clusters
  Score: Raw -6044992.002428 + Penalty 5273.951465 = -6039718.050963
  nChanged 2
		SP:Iteration 31Q (3991.000000 sec): 3 clusters
  Score: Raw -6044993.423631 + Penalty 5273.951465 = -6039719.472166
  nChanged 3
		SP:Iteration 32Q (3991.100000 sec): 3 clusters
  Score: Raw -6044995.583341 + Penalty 5273.951465 = -6039721.631877
  nChanged 4
		SP:Iteration 33Q (3991.210000 sec): 3 clusters
  Score: Raw -6044996.986100 + Penalty 5273.951465 = -6039723.034636
  nChanged 2
		SP:Iteration 34Q (3991.320000 sec): 3 clusters
  Score: Raw -6044998.147689 + Penalty 5273.951465 = -6039724.196225
  nChanged 2
		SP:Iteration 35Q (3991.420000 sec): 3 clusters
  Score: Raw -6044999.269607 + Penalty 5273.951465 = -6039725.318142
  nChanged 3
		SP:Iteration 36Q (3991.530000 sec): 3 clusters
  Score: Raw -6045001.135536 + Penalty 5273.951465 = -6039727.184072
  nChanged 2
		SP:Iteration 37Q (3991.640000 sec): 3 clusters
  Score: Raw -6045001.844674 + Penalty 5273.951465 = -6039727.893210
  nChanged 1
		SP:Iteration 38Q (3991.740000 sec): 3 clusters
  Score: Raw -6045002.038712 + Penalty 5273.951465 = -6039728.087247
  nChanged 1
		SP:Iteration 39Q (3991.860000 sec): 3 clusters
  Score: Raw -6045002.721982 + Penalty 5273.951465 = -6039728.770517
  nChanged 0
		SP:Iteration 40F (3992.010000 sec): 3 clusters
  Score: Raw -6045005.286108 + Penalty 5273.951465 = -6039731.334643
  nChanged 1
		SP:Iteration 41Q (3992.120000 sec): 3 clusters
  Score: Raw -6045006.313272 + Penalty 5273.951465 = -6039732.361807
  nChanged 0
		SP:Iteration 42F (3992.260000 sec): 3 clusters
  Score: Raw -6045006.313272 + Penalty 5273.951465 = -6039732.361807
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (65664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3992.480000 sec): 2 clusters
  Score: Raw -9455920.363210 + Penalty 2750.891915 = -9453169.471295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3992.730000 sec): 3 clusters
  Score: Raw -9414697.170160 + Penalty 5501.783830 = -9409195.386330
  nChanged 30570
		SP:Iteration 1F (3992.970000 sec): 3 clusters
  Score: Raw -9431823.110412 + Penalty 5501.783830 = -9426321.326582
  nChanged 2742
		SP:Iteration 2Q (3993.220000 sec): 3 clusters
  Score: Raw -9432754.625999 + Penalty 5501.783830 = -9427252.842169
  nChanged 3067
		SP:Iteration 3Q (3993.470000 sec): 3 clusters
  Score: Raw -9434056.832681 + Penalty 5501.783830 = -9428555.048851
  nChanged 3627
		SP:Iteration 4F (3993.710000 sec): 3 clusters
  Score: Raw -9435976.528854 + Penalty 5501.783830 = -9430474.745024
  nChanged 4156
		SP:Iteration 5F (3993.960000 sec): 3 clusters
  Score: Raw -9438598.593171 + Penalty 5501.783830 = -9433096.809341
  nChanged 4484
		SP:Iteration 6F (3994.200000 sec): 3 clusters
  Score: Raw -9441744.903152 + Penalty 5501.783830 = -9436243.119321
  nChanged 4350
		SP:Iteration 7F (3994.450000 sec): 3 clusters
  Score: Raw -9444998.208681 + Penalty 5501.783830 = -9439496.424851
  nChanged 3688
		SP:Iteration 8F (3994.700000 sec): 3 clusters
  Score: Raw -9447727.755909 + Penalty 5501.783830 = -9442225.972079
  nChanged 2871
		SP:Iteration 9Q (3994.930000 sec): 3 clusters
  Score: Raw -9449853.005685 + Penalty 5501.783830 = -9444351.221855
  nChanged 2196
		SP:Iteration 10Q (3995.170000 sec): 3 clusters
  Score: Raw -9451389.888012 + Penalty 5501.783830 = -9445888.104182
  nChanged 1624
		SP:Iteration 11Q (3995.390000 sec): 3 clusters
  Score: Raw -9452481.797028 + Penalty 5501.783830 = -9446980.013198
  nChanged 1286
		SP:Iteration 12Q (3995.600000 sec): 3 clusters
  Score: Raw -9453242.869006 + Penalty 5501.783830 = -9447741.085176
  nChanged 1031
		SP:Iteration 13Q (3995.810000 sec): 3 clusters
  Score: Raw -9453783.971712 + Penalty 5501.783830 = -9448282.187882
  nChanged 860
		SP:Iteration 14Q (3996.010000 sec): 3 clusters
  Score: Raw -9454222.502301 + Penalty 5501.783830 = -9448720.718471
  nChanged 731
		SP:Iteration 15Q (3996.210000 sec): 3 clusters
  Score: Raw -9454609.910770 + Penalty 5501.783830 = -9449108.126940
  nChanged 658
		SP:Iteration 16Q (3996.400000 sec): 3 clusters
  Score: Raw -9454987.922081 + Penalty 5501.783830 = -9449486.138251
  nChanged 581
		SP:Iteration 17Q (3996.590000 sec): 3 clusters
  Score: Raw -9455313.662693 + Penalty 5501.783830 = -9449811.878863
  nChanged 422
		SP:Iteration 18Q (3996.780000 sec): 3 clusters
  Score: Raw -9455562.288390 + Penalty 5501.783830 = -9450060.504560
  nChanged 366
		SP:Iteration 19Q (3996.960000 sec): 3 clusters
  Score: Raw -9455802.485657 + Penalty 5501.783830 = -9450300.701827
  nChanged 279
		SP:Iteration 20F (3997.200000 sec): 3 clusters
  Score: Raw -9455982.739063 + Penalty 5501.783830 = -9450480.955233
  nChanged 206
		SP:Iteration 21Q (3997.380000 sec): 3 clusters
  Score: Raw -9456108.000190 + Penalty 5501.783830 = -9450606.216359
  nChanged 197
		SP:Iteration 22Q (3997.560000 sec): 3 clusters
  Score: Raw -9456229.798285 + Penalty 5501.783830 = -9450728.014455
  nChanged 167
		SP:Iteration 23Q (3997.730000 sec): 3 clusters
  Score: Raw -9456326.203842 + Penalty 5501.783830 = -9450824.420012
  nChanged 133
		SP:Iteration 24Q (3997.900000 sec): 3 clusters
  Score: Raw -9456397.111339 + Penalty 5501.783830 = -9450895.327509
  nChanged 107
		SP:Iteration 25Q (3998.080000 sec): 3 clusters
  Score: Raw -9456455.928477 + Penalty 5501.783830 = -9450954.144647
  nChanged 100
		SP:Iteration 26Q (3998.250000 sec): 3 clusters
  Score: Raw -9456514.371170 + Penalty 5501.783830 = -9451012.587339
  nChanged 85
		SP:Iteration 27Q (3998.420000 sec): 3 clusters
  Score: Raw -9456568.772588 + Penalty 5501.783830 = -9451066.988758
  nChanged 81
		SP:Iteration 28Q (3998.600000 sec): 3 clusters
  Score: Raw -9456608.896839 + Penalty 5501.783830 = -9451107.113009
  nChanged 60
		SP:Iteration 29Q (3998.770000 sec): 3 clusters
  Score: Raw -9456639.631735 + Penalty 5501.783830 = -9451137.847905
  nChanged 50
		SP:Iteration 30Q (3998.940000 sec): 3 clusters
  Score: Raw -9456662.589512 + Penalty 5501.783830 = -9451160.805682
  nChanged 42
		SP:Iteration 31Q (3999.110000 sec): 3 clusters
  Score: Raw -9456686.343404 + Penalty 5501.783830 = -9451184.559574
  nChanged 34
		SP:Iteration 32Q (3999.280000 sec): 3 clusters
  Score: Raw -9456705.712149 + Penalty 5501.783830 = -9451203.928319
  nChanged 35
		SP:Iteration 33Q (3999.450000 sec): 3 clusters
  Score: Raw -9456724.123339 + Penalty 5501.783830 = -9451222.339509
  nChanged 30
		SP:Iteration 34Q (3999.620000 sec): 3 clusters
  Score: Raw -9456739.449276 + Penalty 5501.783830 = -9451237.665446
  nChanged 26
		SP:Iteration 35Q (3999.790000 sec): 3 clusters
  Score: Raw -9456751.340062 + Penalty 5501.783830 = -9451249.556232
  nChanged 20
		SP:Iteration 36Q (3999.960000 sec): 3 clusters
  Score: Raw -9456758.066814 + Penalty 5501.783830 = -9451256.282984
  nChanged 13
		SP:Iteration 37Q (4000.130000 sec): 3 clusters
  Score: Raw -9456761.639803 + Penalty 5501.783830 = -9451259.855973
  nChanged 10
		SP:Iteration 38Q (4000.300000 sec): 3 clusters
  Score: Raw -9456765.514116 + Penalty 5501.783830 = -9451263.730286
  nChanged 9
		SP:Iteration 39Q (4000.470000 sec): 3 clusters
  Score: Raw -9456770.291910 + Penalty 5501.783830 = -9451268.508080
  nChanged 11
		SP:Iteration 40F (4000.710000 sec): 3 clusters
  Score: Raw -9456774.898393 + Penalty 5501.783830 = -9451273.114563
  nChanged 8
		SP:Iteration 41Q (4000.880000 sec): 3 clusters
  Score: Raw -9456777.635990 + Penalty 5501.783830 = -9451275.852159
  nChanged 6
		SP:Iteration 42Q (4001.040000 sec): 3 clusters
  Score: Raw -9456779.156593 + Penalty 5501.783830 = -9451277.372763
  nChanged 4
		SP:Iteration 43Q (4001.210000 sec): 3 clusters
  Score: Raw -9456780.120376 + Penalty 5501.783830 = -9451278.336546
  nChanged 6
		SP:Iteration 44Q (4001.380000 sec): 3 clusters
  Score: Raw -9456782.426824 + Penalty 5501.783830 = -9451280.642994
  nChanged 5
		SP:Iteration 45Q (4001.550000 sec): 3 clusters
  Score: Raw -9456783.896434 + Penalty 5501.783830 = -9451282.112604
  nChanged 5
		SP:Iteration 46Q (4001.720000 sec): 3 clusters
  Score: Raw -9456785.816314 + Penalty 5501.783830 = -9451284.032484
  nChanged 4
		SP:Iteration 47Q (4001.890000 sec): 3 clusters
  Score: Raw -9456786.964952 + Penalty 5501.783830 = -9451285.181121
  nChanged 1
		SP:Iteration 48Q (4002.060000 sec): 3 clusters
  Score: Raw -9456787.262741 + Penalty 5501.783830 = -9451285.478911
  nChanged 3
		SP:Iteration 49Q (4002.220000 sec): 3 clusters
  Score: Raw -9456788.055227 + Penalty 5501.783830 = -9451286.271397
  nChanged 3
		SP:Iteration 50Q (4002.390000 sec): 3 clusters
  Score: Raw -9456788.875335 + Penalty 5501.783830 = -9451287.091505
  nChanged 2
		SP:Iteration 51Q (4002.560000 sec): 3 clusters
  Score: Raw -9456789.267961 + Penalty 5501.783830 = -9451287.484131
  nChanged 2
		SP:Iteration 52Q (4002.730000 sec): 3 clusters
  Score: Raw -9456789.944715 + Penalty 5501.783830 = -9451288.160885
  nChanged 4
		SP:Iteration 53Q (4002.900000 sec): 3 clusters
  Score: Raw -9456791.995941 + Penalty 5501.783830 = -9451290.212111
  nChanged 6
		SP:Iteration 54Q (4003.070000 sec): 3 clusters
  Score: Raw -9456794.607994 + Penalty 5501.783830 = -9451292.824164
  nChanged 8
		SP:Iteration 55Q (4003.240000 sec): 3 clusters
  Score: Raw -9456798.484489 + Penalty 5501.783830 = -9451296.700659
  nChanged 10
		SP:Iteration 56Q (4003.400000 sec): 3 clusters
  Score: Raw -9456802.074961 + Penalty 5501.783830 = -9451300.291131
  nChanged 10
		SP:Iteration 57Q (4003.570000 sec): 3 clusters
  Score: Raw -9456805.642418 + Penalty 5501.783830 = -9451303.858588
  nChanged 9
		SP:Iteration 58Q (4003.740000 sec): 3 clusters
  Score: Raw -9456809.153190 + Penalty 5501.783830 = -9451307.369360
  nChanged 4
		SP:Iteration 59Q (4003.910000 sec): 3 clusters
  Score: Raw -9456812.581173 + Penalty 5501.783830 = -9451310.797343
  nChanged 5
		SP:Iteration 60F (4004.140000 sec): 3 clusters
  Score: Raw -9456814.480006 + Penalty 5501.783830 = -9451312.696176
  nChanged 5
		SP:Iteration 61Q (4004.310000 sec): 3 clusters
  Score: Raw -9456815.757712 + Penalty 5501.783830 = -9451313.973881
  nChanged 1
		SP:Iteration 62Q (4004.480000 sec): 3 clusters
  Score: Raw -9456815.947688 + Penalty 5501.783830 = -9451314.163858
  nChanged 1
		SP:Iteration 63Q (4004.650000 sec): 3 clusters
  Score: Raw -9456816.492976 + Penalty 5501.783830 = -9451314.709146
  nChanged 1
		SP:Iteration 64Q (4004.820000 sec): 3 clusters
  Score: Raw -9456816.622253 + Penalty 5501.783830 = -9451314.838423
  nChanged 0
		SP:Iteration 65F (4005.050000 sec): 3 clusters
  Score: Raw -9456816.622253 + Penalty 5501.783830 = -9451314.838423
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (312482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4006.590000 sec): 2 clusters
  Score: Raw -46366846.089501 + Penalty 3137.770932 = -46363708.318569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4007.750000 sec): 3 clusters
  Score: Raw -46160262.058752 + Penalty 6275.541865 = -46153986.516887
  nChanged 151327
		SP:Iteration 1F (4008.910000 sec): 3 clusters
  Score: Raw -46249929.129061 + Penalty 6275.541865 = -46243653.587197
  nChanged 8515
		SP:Iteration 2Q (4010.090000 sec): 3 clusters
  Score: Raw -46251958.873626 + Penalty 6275.541865 = -46245683.331761
  nChanged 10001
		SP:Iteration 3Q (4011.270000 sec): 3 clusters
  Score: Raw -46255089.781241 + Penalty 6275.541865 = -46248814.239376
  nChanged 12470
		SP:Iteration 4Q (4012.460000 sec): 3 clusters
  Score: Raw -46260417.981432 + Penalty 6275.541865 = -46254142.439567
  nChanged 15390
		SP:Iteration 5Q (4013.630000 sec): 3 clusters
  Score: Raw -46269185.907697 + Penalty 6275.541865 = -46262910.365833
  nChanged 18995
		SP:Iteration 6F (4014.790000 sec): 3 clusters
  Score: Raw -46283231.470552 + Penalty 6275.541865 = -46276955.928687
  nChanged 21589
		SP:Iteration 7F (4015.940000 sec): 3 clusters
  Score: Raw -46302659.908077 + Penalty 6275.541865 = -46296384.366212
  nChanged 21741
		SP:Iteration 8F (4017.100000 sec): 3 clusters
  Score: Raw -46323724.505447 + Penalty 6275.541865 = -46317448.963582
  nChanged 18869
		SP:Iteration 9F (4018.250000 sec): 3 clusters
  Score: Raw -46340485.897239 + Penalty 6275.541865 = -46334210.355375
  nChanged 14805
		SP:Iteration 10Q (4019.330000 sec): 3 clusters
  Score: Raw -46352118.300182 + Penalty 6275.541865 = -46345842.758318
  nChanged 11323
		SP:Iteration 11Q (4020.360000 sec): 3 clusters
  Score: Raw -46360148.180732 + Penalty 6275.541865 = -46353872.638868
  nChanged 8912
		SP:Iteration 12Q (4021.370000 sec): 3 clusters
  Score: Raw -46365818.714719 + Penalty 6275.541865 = -46359543.172854
  nChanged 7192
		SP:Iteration 13Q (4022.350000 sec): 3 clusters
  Score: Raw -46369832.011958 + Penalty 6275.541865 = -46363556.470094
  nChanged 5733
		SP:Iteration 14Q (4023.320000 sec): 3 clusters
  Score: Raw -46372539.340615 + Penalty 6275.541865 = -46366263.798750
  nChanged 4489
		SP:Iteration 15Q (4024.270000 sec): 3 clusters
  Score: Raw -46374280.714214 + Penalty 6275.541865 = -46368005.172350
  nChanged 3432
		SP:Iteration 16Q (4025.200000 sec): 3 clusters
  Score: Raw -46375366.691624 + Penalty 6275.541865 = -46369091.149759
  nChanged 2754
		SP:Iteration 17Q (4026.130000 sec): 3 clusters
  Score: Raw -46376104.522095 + Penalty 6275.541865 = -46369828.980230
  nChanged 2292
		SP:Iteration 18Q (4027.050000 sec): 3 clusters
  Score: Raw -46376633.660264 + Penalty 6275.541865 = -46370358.118399
  nChanged 1961
		SP:Iteration 19Q (4027.980000 sec): 3 clusters
  Score: Raw -46377026.096154 + Penalty 6275.541865 = -46370750.554289
  nChanged 1626
		SP:Iteration 20F (4029.120000 sec): 3 clusters
  Score: Raw -46377307.723237 + Penalty 6275.541865 = -46371032.181372
  nChanged 1406
		SP:Iteration 21Q (4030.020000 sec): 3 clusters
  Score: Raw -46377526.405922 + Penalty 6275.541865 = -46371250.864057
  nChanged 1171
		SP:Iteration 22Q (4030.930000 sec): 3 clusters
  Score: Raw -46377687.289821 + Penalty 6275.541865 = -46371411.747956
  nChanged 963
		SP:Iteration 23Q (4031.830000 sec): 3 clusters
  Score: Raw -46377800.425588 + Penalty 6275.541865 = -46371524.883723
  nChanged 793
		SP:Iteration 24Q (4032.730000 sec): 3 clusters
  Score: Raw -46377883.885426 + Penalty 6275.541865 = -46371608.343562
  nChanged 639
		SP:Iteration 25Q (4033.630000 sec): 3 clusters
  Score: Raw -46377943.041750 + Penalty 6275.541865 = -46371667.499885
  nChanged 546
		SP:Iteration 26Q (4034.520000 sec): 3 clusters
  Score: Raw -46377990.087113 + Penalty 6275.541865 = -46371714.545248
  nChanged 486
		SP:Iteration 27Q (4035.410000 sec): 3 clusters
  Score: Raw -46378030.071956 + Penalty 6275.541865 = -46371754.530091
  nChanged 421
		SP:Iteration 28Q (4036.310000 sec): 3 clusters
  Score: Raw -46378060.694168 + Penalty 6275.541865 = -46371785.152304
  nChanged 332
		SP:Iteration 29Q (4037.210000 sec): 3 clusters
  Score: Raw -46378081.971640 + Penalty 6275.541865 = -46371806.429775
  nChanged 290
		SP:Iteration 30Q (4038.090000 sec): 3 clusters
  Score: Raw -46378099.525120 + Penalty 6275.541865 = -46371823.983256
  nChanged 256
		SP:Iteration 31Q (4038.990000 sec): 3 clusters
  Score: Raw -46378114.552955 + Penalty 6275.541865 = -46371839.011090
  nChanged 231
		SP:Iteration 32Q (4039.870000 sec): 3 clusters
  Score: Raw -46378125.499678 + Penalty 6275.541865 = -46371849.957813
  nChanged 160
		SP:Iteration 33Q (4040.760000 sec): 3 clusters
  Score: Raw -46378131.959993 + Penalty 6275.541865 = -46371856.418129
  nChanged 113
		SP:Iteration 34Q (4041.650000 sec): 3 clusters
  Score: Raw -46378136.289787 + Penalty 6275.541865 = -46371860.747923
  nChanged 97
		SP:Iteration 35Q (4042.540000 sec): 3 clusters
  Score: Raw -46378139.914714 + Penalty 6275.541865 = -46371864.372849
  nChanged 93
		SP:Iteration 36Q (4043.430000 sec): 3 clusters
  Score: Raw -46378143.424208 + Penalty 6275.541865 = -46371867.882344
  nChanged 84
		SP:Iteration 37Q (4044.310000 sec): 3 clusters
  Score: Raw -46378146.879850 + Penalty 6275.541865 = -46371871.337985
  nChanged 72
		SP:Iteration 38Q (4045.210000 sec): 3 clusters
  Score: Raw -46378149.352686 + Penalty 6275.541865 = -46371873.810821
  nChanged 61
		SP:Iteration 39Q (4046.090000 sec): 3 clusters
  Score: Raw -46378151.631709 + Penalty 6275.541865 = -46371876.089845
  nChanged 57
		SP:Iteration 40F (4047.240000 sec): 3 clusters
  Score: Raw -46378153.657975 + Penalty 6275.541865 = -46371878.116111
  nChanged 48
		SP:Iteration 41Q (4048.120000 sec): 3 clusters
  Score: Raw -46378154.959586 + Penalty 6275.541865 = -46371879.417721
  nChanged 41
		SP:Iteration 42Q (4049.010000 sec): 3 clusters
  Score: Raw -46378156.247153 + Penalty 6275.541865 = -46371880.705288
  nChanged 44
		SP:Iteration 43Q (4049.890000 sec): 3 clusters
  Score: Raw -46378157.566196 + Penalty 6275.541865 = -46371882.024331
  nChanged 46
		SP:Iteration 44Q (4050.780000 sec): 3 clusters
  Score: Raw -46378158.963781 + Penalty 6275.541865 = -46371883.421916
  nChanged 43
		SP:Iteration 45Q (4051.670000 sec): 3 clusters
  Score: Raw -46378160.344841 + Penalty 6275.541865 = -46371884.802977
  nChanged 39
		SP:Iteration 46Q (4052.560000 sec): 3 clusters
  Score: Raw -46378161.581303 + Penalty 6275.541865 = -46371886.039438
  nChanged 29
		SP:Iteration 47Q (4053.450000 sec): 3 clusters
  Score: Raw -46378162.553146 + Penalty 6275.541865 = -46371887.011281
  nChanged 44
		SP:Iteration 48Q (4054.340000 sec): 3 clusters
  Score: Raw -46378163.994474 + Penalty 6275.541865 = -46371888.452609
  nChanged 36
		SP:Iteration 49Q (4055.230000 sec): 3 clusters
  Score: Raw -46378165.148041 + Penalty 6275.541865 = -46371889.606176
  nChanged 37
		SP:Iteration 50Q (4056.110000 sec): 3 clusters
  Score: Raw -46378166.346546 + Penalty 6275.541865 = -46371890.804681
  nChanged 39
		SP:Iteration 51Q (4056.990000 sec): 3 clusters
  Score: Raw -46378167.605842 + Penalty 6275.541865 = -46371892.063977
  nChanged 33
		SP:Iteration 52Q (4057.880000 sec): 3 clusters
  Score: Raw -46378168.593740 + Penalty 6275.541865 = -46371893.051876
  nChanged 32
		SP:Iteration 53Q (4058.770000 sec): 3 clusters
  Score: Raw -46378169.530362 + Penalty 6275.541865 = -46371893.988498
  nChanged 26
		SP:Iteration 54Q (4059.660000 sec): 3 clusters
  Score: Raw -46378170.255036 + Penalty 6275.541865 = -46371894.713171
  nChanged 25
		SP:Iteration 55Q (4060.550000 sec): 3 clusters
  Score: Raw -46378170.927818 + Penalty 6275.541865 = -46371895.385954
  nChanged 25
		SP:Iteration 56Q (4061.430000 sec): 3 clusters
  Score: Raw -46378171.577993 + Penalty 6275.541865 = -46371896.036128
  nChanged 23
		SP:Iteration 57Q (4062.320000 sec): 3 clusters
  Score: Raw -46378172.188604 + Penalty 6275.541865 = -46371896.646739
  nChanged 17
		SP:Iteration 58Q (4063.210000 sec): 3 clusters
  Score: Raw -46378172.687837 + Penalty 6275.541865 = -46371897.145973
  nChanged 18
		SP:Iteration 59Q (4064.110000 sec): 3 clusters
  Score: Raw -46378173.243151 + Penalty 6275.541865 = -46371897.701287
  nChanged 23
		SP:Iteration 60F (4065.250000 sec): 3 clusters
  Score: Raw -46378173.857827 + Penalty 6275.541865 = -46371898.315962
  nChanged 18
		SP:Iteration 61Q (4066.140000 sec): 3 clusters
  Score: Raw -46378174.258109 + Penalty 6275.541865 = -46371898.716244
  nChanged 13
		SP:Iteration 62Q (4067.010000 sec): 3 clusters
  Score: Raw -46378174.507657 + Penalty 6275.541865 = -46371898.965792
  nChanged 13
		SP:Iteration 63Q (4067.900000 sec): 3 clusters
  Score: Raw -46378174.863588 + Penalty 6275.541865 = -46371899.321723
  nChanged 11
		SP:Iteration 64Q (4068.790000 sec): 3 clusters
  Score: Raw -46378175.113347 + Penalty 6275.541865 = -46371899.571483
  nChanged 9
		SP:Iteration 65Q (4069.680000 sec): 3 clusters
  Score: Raw -46378175.397360 + Penalty 6275.541865 = -46371899.855495
  nChanged 21
		SP:Iteration 66Q (4070.560000 sec): 3 clusters
  Score: Raw -46378175.958876 + Penalty 6275.541865 = -46371900.417011
  nChanged 12
		SP:Iteration 67Q (4071.450000 sec): 3 clusters
  Score: Raw -46378176.312001 + Penalty 6275.541865 = -46371900.770136
  nChanged 13
		SP:Iteration 68Q (4072.330000 sec): 3 clusters
  Score: Raw -46378176.596850 + Penalty 6275.541865 = -46371901.054985
  nChanged 16
		SP:Iteration 69Q (4073.220000 sec): 3 clusters
  Score: Raw -46378176.966335 + Penalty 6275.541865 = -46371901.424470
  nChanged 12
		SP:Iteration 70Q (4074.100000 sec): 3 clusters
  Score: Raw -46378177.288229 + Penalty 6275.541865 = -46371901.746364
  nChanged 14
		SP:Iteration 71Q (4074.990000 sec): 3 clusters
  Score: Raw -46378177.657724 + Penalty 6275.541865 = -46371902.115860
  nChanged 18
		SP:Iteration 72Q (4075.870000 sec): 3 clusters
  Score: Raw -46378178.117579 + Penalty 6275.541865 = -46371902.575714
  nChanged 16
		SP:Iteration 73Q (4076.760000 sec): 3 clusters
  Score: Raw -46378178.606064 + Penalty 6275.541865 = -46371903.064199
  nChanged 19
		SP:Iteration 74Q (4077.650000 sec): 3 clusters
  Score: Raw -46378179.139034 + Penalty 6275.541865 = -46371903.597169
  nChanged 20
		SP:Iteration 75Q (4078.530000 sec): 3 clusters
  Score: Raw -46378179.740942 + Penalty 6275.541865 = -46371904.199077
  nChanged 20
		SP:Iteration 76Q (4079.420000 sec): 3 clusters
  Score: Raw -46378180.345319 + Penalty 6275.541865 = -46371904.803455
  nChanged 27
		SP:Iteration 77Q (4080.300000 sec): 3 clusters
  Score: Raw -46378181.188967 + Penalty 6275.541865 = -46371905.647102
  nChanged 24
		SP:Iteration 78Q (4081.190000 sec): 3 clusters
  Score: Raw -46378181.795956 + Penalty 6275.541865 = -46371906.254091
  nChanged 22
		SP:Iteration 79Q (4082.080000 sec): 3 clusters
  Score: Raw -46378182.255050 + Penalty 6275.541865 = -46371906.713185
  nChanged 21
		SP:Iteration 80F (4083.220000 sec): 3 clusters
  Score: Raw -46378182.715491 + Penalty 6275.541865 = -46371907.173626
  nChanged 13
		SP:Iteration 81Q (4084.110000 sec): 3 clusters
  Score: Raw -46378182.978285 + Penalty 6275.541865 = -46371907.436421
  nChanged 11
		SP:Iteration 82Q (4084.990000 sec): 3 clusters
  Score: Raw -46378183.231548 + Penalty 6275.541865 = -46371907.689683
  nChanged 13
		SP:Iteration 83Q (4085.880000 sec): 3 clusters
  Score: Raw -46378183.519647 + Penalty 6275.541865 = -46371907.977782
  nChanged 13
		SP:Iteration 84Q (4086.770000 sec): 3 clusters
  Score: Raw -46378183.761568 + Penalty 6275.541865 = -46371908.219703
  nChanged 12
		SP:Iteration 85Q (4087.650000 sec): 3 clusters
  Score: Raw -46378183.986805 + Penalty 6275.541865 = -46371908.444940
  nChanged 11
		SP:Iteration 86Q (4088.540000 sec): 3 clusters
  Score: Raw -46378184.204882 + Penalty 6275.541865 = -46371908.663018
  nChanged 5
		SP:Iteration 87Q (4089.420000 sec): 3 clusters
  Score: Raw -46378184.303517 + Penalty 6275.541865 = -46371908.761652
  nChanged 3
		SP:Iteration 88Q (4090.310000 sec): 3 clusters
  Score: Raw -46378184.343709 + Penalty 6275.541865 = -46371908.801844
  nChanged 0
		SP:Iteration 89F (4091.450000 sec): 3 clusters
  Score: Raw -46378184.343709 + Penalty 6275.541865 = -46371908.801844
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 25.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (135939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4091.940000 sec): 2 clusters
  Score: Raw -20196276.490087 + Penalty 2931.350461 = -20193345.139626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4092.450000 sec): 3 clusters
  Score: Raw -20108555.434849 + Penalty 5862.700921 = -20102692.733928
  nChanged 64824
		SP:Iteration 1F (4092.950000 sec): 3 clusters
  Score: Raw -20147101.921117 + Penalty 5862.700921 = -20141239.220196
  nChanged 6375
		SP:Iteration 2Q (4093.470000 sec): 3 clusters
  Score: Raw -20150077.924288 + Penalty 5862.700921 = -20144215.223367
  nChanged 8229
		SP:Iteration 3F (4093.970000 sec): 3 clusters
  Score: Raw -20155385.669318 + Penalty 5862.700921 = -20149522.968397
  nChanged 10386
		SP:Iteration 4F (4094.470000 sec): 3 clusters
  Score: Raw -20163443.457804 + Penalty 5862.700921 = -20157580.756883
  nChanged 11388
		SP:Iteration 5F (4094.980000 sec): 3 clusters
  Score: Raw -20172412.763498 + Penalty 5862.700921 = -20166550.062577
  nChanged 10071
		SP:Iteration 6F (4095.480000 sec): 3 clusters
  Score: Raw -20179323.193927 + Penalty 5862.700921 = -20173460.493006
  nChanged 7635
		SP:Iteration 7F (4095.980000 sec): 3 clusters
  Score: Raw -20183507.914756 + Penalty 5862.700921 = -20177645.213835
  nChanged 5655
		SP:Iteration 8Q (4096.490000 sec): 3 clusters
  Score: Raw -20185878.385953 + Penalty 5862.700921 = -20180015.685032
  nChanged 4162
		SP:Iteration 9Q (4096.990000 sec): 3 clusters
  Score: Raw -20187354.675757 + Penalty 5862.700921 = -20181491.974836
  nChanged 3398
		SP:Iteration 10Q (4097.500000 sec): 3 clusters
  Score: Raw -20188474.036118 + Penalty 5862.700921 = -20182611.335196
  nChanged 3077
		SP:Iteration 11Q (4098.010000 sec): 3 clusters
  Score: Raw -20189453.419513 + Penalty 5862.700921 = -20183590.718591
  nChanged 3015
		SP:Iteration 12Q (4098.510000 sec): 3 clusters
  Score: Raw -20190411.082568 + Penalty 5862.700921 = -20184548.381647
  nChanged 3068
		SP:Iteration 13Q (4099.010000 sec): 3 clusters
  Score: Raw -20191405.399209 + Penalty 5862.700921 = -20185542.698288
  nChanged 3123
		SP:Iteration 14Q (4099.510000 sec): 3 clusters
  Score: Raw -20192401.197551 + Penalty 5862.700921 = -20186538.496630
  nChanged 3155
		SP:Iteration 15Q (4100.010000 sec): 3 clusters
  Score: Raw -20193381.885400 + Penalty 5862.700921 = -20187519.184479
  nChanged 3224
		SP:Iteration 16Q (4100.500000 sec): 3 clusters
  Score: Raw -20194389.626462 + Penalty 5862.700921 = -20188526.925541
  nChanged 3212
		SP:Iteration 17Q (4100.990000 sec): 3 clusters
  Score: Raw -20195399.866739 + Penalty 5862.700921 = -20189537.165818
  nChanged 3190
		SP:Iteration 18Q (4101.480000 sec): 3 clusters
  Score: Raw -20196411.828495 + Penalty 5862.700921 = -20190549.127574
  nChanged 3187
		SP:Iteration 19Q (4101.960000 sec): 3 clusters
  Score: Raw -20197411.539517 + Penalty 5862.700921 = -20191548.838596
  nChanged 3051
		SP:Iteration 20F (4102.460000 sec): 3 clusters
  Score: Raw -20198344.852221 + Penalty 5862.700921 = -20192482.151300
  nChanged 2868
		SP:Iteration 21Q (4102.930000 sec): 3 clusters
  Score: Raw -20199168.043128 + Penalty 5862.700921 = -20193305.342207
  nChanged 2608
		SP:Iteration 22Q (4103.400000 sec): 3 clusters
  Score: Raw -20199875.961653 + Penalty 5862.700921 = -20194013.260732
  nChanged 2402
		SP:Iteration 23Q (4103.870000 sec): 3 clusters
  Score: Raw -20200502.624642 + Penalty 5862.700921 = -20194639.923721
  nChanged 2232
		SP:Iteration 24Q (4104.330000 sec): 3 clusters
  Score: Raw -20201061.314197 + Penalty 5862.700921 = -20195198.613276
  nChanged 2018
		SP:Iteration 25Q (4104.790000 sec): 3 clusters
  Score: Raw -20201527.549746 + Penalty 5862.700921 = -20195664.848825
  nChanged 1805
		SP:Iteration 26Q (4105.240000 sec): 3 clusters
  Score: Raw -20201906.145293 + Penalty 5862.700921 = -20196043.444372
  nChanged 1543
		SP:Iteration 27Q (4105.690000 sec): 3 clusters
  Score: Raw -20202194.378128 + Penalty 5862.700921 = -20196331.677207
  nChanged 1330
		SP:Iteration 28Q (4106.150000 sec): 3 clusters
  Score: Raw -20202420.078986 + Penalty 5862.700921 = -20196557.378065
  nChanged 1166
		SP:Iteration 29Q (4106.590000 sec): 3 clusters
  Score: Raw -20202597.144739 + Penalty 5862.700921 = -20196734.443818
  nChanged 1019
		SP:Iteration 30Q (4107.040000 sec): 3 clusters
  Score: Raw -20202737.246485 + Penalty 5862.700921 = -20196874.545563
  nChanged 859
		SP:Iteration 31Q (4107.480000 sec): 3 clusters
  Score: Raw -20202846.393890 + Penalty 5862.700921 = -20196983.692969
  nChanged 722
		SP:Iteration 32Q (4107.920000 sec): 3 clusters
  Score: Raw -20202923.610740 + Penalty 5862.700921 = -20197060.909818
  nChanged 620
		SP:Iteration 33Q (4108.360000 sec): 3 clusters
  Score: Raw -20202981.039240 + Penalty 5862.700921 = -20197118.338318
  nChanged 509
		SP:Iteration 34Q (4108.800000 sec): 3 clusters
  Score: Raw -20203023.412881 + Penalty 5862.700921 = -20197160.711960
  nChanged 485
		SP:Iteration 35Q (4109.230000 sec): 3 clusters
  Score: Raw -20203063.073362 + Penalty 5862.700921 = -20197200.372441
  nChanged 444
		SP:Iteration 36Q (4109.670000 sec): 3 clusters
  Score: Raw -20203098.540895 + Penalty 5862.700921 = -20197235.839974
  nChanged 397
		SP:Iteration 37Q (4110.100000 sec): 3 clusters
  Score: Raw -20203126.064089 + Penalty 5862.700921 = -20197263.363168
  nChanged 311
		SP:Iteration 38Q (4110.540000 sec): 3 clusters
  Score: Raw -20203145.247621 + Penalty 5862.700921 = -20197282.546699
  nChanged 277
		SP:Iteration 39Q (4110.970000 sec): 3 clusters
  Score: Raw -20203162.049024 + Penalty 5862.700921 = -20197299.348103
  nChanged 258
		SP:Iteration 40F (4111.470000 sec): 3 clusters
  Score: Raw -20203178.121601 + Penalty 5862.700921 = -20197315.420680
  nChanged 230
		SP:Iteration 41Q (4111.900000 sec): 3 clusters
  Score: Raw -20203190.397276 + Penalty 5862.700921 = -20197327.696355
  nChanged 202
		SP:Iteration 42Q (4112.330000 sec): 3 clusters
  Score: Raw -20203199.862420 + Penalty 5862.700921 = -20197337.161498
  nChanged 184
		SP:Iteration 43Q (4112.770000 sec): 3 clusters
  Score: Raw -20203209.265390 + Penalty 5862.700921 = -20197346.564468
  nChanged 169
		SP:Iteration 44Q (4113.190000 sec): 3 clusters
  Score: Raw -20203218.221228 + Penalty 5862.700921 = -20197355.520307
  nChanged 136
		SP:Iteration 45Q (4113.630000 sec): 3 clusters
  Score: Raw -20203224.119596 + Penalty 5862.700921 = -20197361.418675
  nChanged 118
		SP:Iteration 46Q (4114.050000 sec): 3 clusters
  Score: Raw -20203229.127111 + Penalty 5862.700921 = -20197366.426190
  nChanged 114
		SP:Iteration 47Q (4114.490000 sec): 3 clusters
  Score: Raw -20203233.378205 + Penalty 5862.700921 = -20197370.677284
  nChanged 100
		SP:Iteration 48Q (4114.910000 sec): 3 clusters
  Score: Raw -20203237.043845 + Penalty 5862.700921 = -20197374.342924
  nChanged 101
		SP:Iteration 49Q (4115.340000 sec): 3 clusters
  Score: Raw -20203240.760460 + Penalty 5862.700921 = -20197378.059539
  nChanged 86
		SP:Iteration 50Q (4115.770000 sec): 3 clusters
  Score: Raw -20203243.795103 + Penalty 5862.700921 = -20197381.094182
  nChanged 69
		SP:Iteration 51Q (4116.190000 sec): 3 clusters
  Score: Raw -20203246.099698 + Penalty 5862.700921 = -20197383.398776
  nChanged 67
		SP:Iteration 52Q (4116.630000 sec): 3 clusters
  Score: Raw -20203247.907289 + Penalty 5862.700921 = -20197385.206368
  nChanged 45
		SP:Iteration 53Q (4117.050000 sec): 3 clusters
  Score: Raw -20203249.384944 + Penalty 5862.700921 = -20197386.684023
  nChanged 65
		SP:Iteration 54Q (4117.480000 sec): 3 clusters
  Score: Raw -20203251.884718 + Penalty 5862.700921 = -20197389.183797
  nChanged 70
		SP:Iteration 55Q (4117.910000 sec): 3 clusters
  Score: Raw -20203254.610585 + Penalty 5862.700921 = -20197391.909664
  nChanged 64
		SP:Iteration 56Q (4118.340000 sec): 3 clusters
  Score: Raw -20203256.898920 + Penalty 5862.700921 = -20197394.197999
  nChanged 61
		SP:Iteration 57Q (4118.770000 sec): 3 clusters
  Score: Raw -20203259.374155 + Penalty 5862.700921 = -20197396.673233
  nChanged 60
		SP:Iteration 58Q (4119.200000 sec): 3 clusters
  Score: Raw -20203261.467307 + Penalty 5862.700921 = -20197398.766386
  nChanged 56
		SP:Iteration 59Q (4119.630000 sec): 3 clusters
  Score: Raw -20203263.058484 + Penalty 5862.700921 = -20197400.357562
  nChanged 41
		SP:Iteration 60F (4120.130000 sec): 3 clusters
  Score: Raw -20203264.304902 + Penalty 5862.700921 = -20197401.603981
  nChanged 42
		SP:Iteration 61Q (4120.550000 sec): 3 clusters
  Score: Raw -20203265.547246 + Penalty 5862.700921 = -20197402.846324
  nChanged 39
		SP:Iteration 62Q (4120.980000 sec): 3 clusters
  Score: Raw -20203266.687896 + Penalty 5862.700921 = -20197403.986974
  nChanged 29
		SP:Iteration 63Q (4121.410000 sec): 3 clusters
  Score: Raw -20203267.532461 + Penalty 5862.700921 = -20197404.831540
  nChanged 30
		SP:Iteration 64Q (4121.830000 sec): 3 clusters
  Score: Raw -20203268.261066 + Penalty 5862.700921 = -20197405.560145
  nChanged 26
		SP:Iteration 65Q (4122.260000 sec): 3 clusters
  Score: Raw -20203269.038160 + Penalty 5862.700921 = -20197406.337239
  nChanged 25
		SP:Iteration 66Q (4122.690000 sec): 3 clusters
  Score: Raw -20203269.871895 + Penalty 5862.700921 = -20197407.170974
  nChanged 28
		SP:Iteration 67Q (4123.110000 sec): 3 clusters
  Score: Raw -20203270.638122 + Penalty 5862.700921 = -20197407.937201
  nChanged 23
		SP:Iteration 68Q (4123.530000 sec): 3 clusters
  Score: Raw -20203271.254881 + Penalty 5862.700921 = -20197408.553960
  nChanged 26
		SP:Iteration 69Q (4123.960000 sec): 3 clusters
  Score: Raw -20203272.201924 + Penalty 5862.700921 = -20197409.501002
  nChanged 18
		SP:Iteration 70Q (4124.390000 sec): 3 clusters
  Score: Raw -20203272.613738 + Penalty 5862.700921 = -20197409.912817
  nChanged 13
		SP:Iteration 71Q (4124.810000 sec): 3 clusters
  Score: Raw -20203272.902355 + Penalty 5862.700921 = -20197410.201434
  nChanged 13
		SP:Iteration 72Q (4125.240000 sec): 3 clusters
  Score: Raw -20203273.315355 + Penalty 5862.700921 = -20197410.614434
  nChanged 17
		SP:Iteration 73Q (4125.670000 sec): 3 clusters
  Score: Raw -20203273.796239 + Penalty 5862.700921 = -20197411.095318
  nChanged 10
		SP:Iteration 74Q (4126.100000 sec): 3 clusters
  Score: Raw -20203274.087795 + Penalty 5862.700921 = -20197411.386873
  nChanged 14
		SP:Iteration 75Q (4126.530000 sec): 3 clusters
  Score: Raw -20203274.428622 + Penalty 5862.700921 = -20197411.727701
  nChanged 11
		SP:Iteration 76Q (4126.950000 sec): 3 clusters
  Score: Raw -20203274.629507 + Penalty 5862.700921 = -20197411.928586
  nChanged 12
		SP:Iteration 77Q (4127.380000 sec): 3 clusters
  Score: Raw -20203274.890523 + Penalty 5862.700921 = -20197412.189602
  nChanged 9
		SP:Iteration 78Q (4127.810000 sec): 3 clusters
  Score: Raw -20203275.103952 + Penalty 5862.700921 = -20197412.403031
  nChanged 8
		SP:Iteration 79Q (4128.230000 sec): 3 clusters
  Score: Raw -20203275.282910 + Penalty 5862.700921 = -20197412.581989
  nChanged 11
		SP:Iteration 80F (4128.730000 sec): 3 clusters
  Score: Raw -20203275.527802 + Penalty 5862.700921 = -20197412.826881
  nChanged 8
		SP:Iteration 81Q (4129.160000 sec): 3 clusters
  Score: Raw -20203275.703525 + Penalty 5862.700921 = -20197413.002604
  nChanged 13
		SP:Iteration 82Q (4129.590000 sec): 3 clusters
  Score: Raw -20203275.943156 + Penalty 5862.700921 = -20197413.242234
  nChanged 10
		SP:Iteration 83Q (4130.020000 sec): 3 clusters
  Score: Raw -20203276.139142 + Penalty 5862.700921 = -20197413.438221
  nChanged 8
		SP:Iteration 84Q (4130.450000 sec): 3 clusters
  Score: Raw -20203276.324793 + Penalty 5862.700921 = -20197413.623872
  nChanged 9
		SP:Iteration 85Q (4130.870000 sec): 3 clusters
  Score: Raw -20203276.532439 + Penalty 5862.700921 = -20197413.831518
  nChanged 8
		SP:Iteration 86Q (4131.300000 sec): 3 clusters
  Score: Raw -20203276.720308 + Penalty 5862.700921 = -20197414.019387
  nChanged 4
		SP:Iteration 87Q (4131.730000 sec): 3 clusters
  Score: Raw -20203276.780570 + Penalty 5862.700921 = -20197414.079649
  nChanged 1
		SP:Iteration 88Q (4132.160000 sec): 3 clusters
  Score: Raw -20203276.799413 + Penalty 5862.700921 = -20197414.098492
  nChanged 4
		SP:Iteration 89Q (4132.590000 sec): 3 clusters
  Score: Raw -20203276.891747 + Penalty 5862.700921 = -20197414.190826
  nChanged 3
		SP:Iteration 90Q (4133.010000 sec): 3 clusters
  Score: Raw -20203277.004400 + Penalty 5862.700921 = -20197414.303479
  nChanged 5
		SP:Iteration 91Q (4133.440000 sec): 3 clusters
  Score: Raw -20203277.142379 + Penalty 5862.700921 = -20197414.441457
  nChanged 8
		SP:Iteration 92Q (4133.870000 sec): 3 clusters
  Score: Raw -20203277.276300 + Penalty 5862.700921 = -20197414.575379
  nChanged 2
		SP:Iteration 93Q (4134.290000 sec): 3 clusters
  Score: Raw -20203277.303195 + Penalty 5862.700921 = -20197414.602274
  nChanged 0
		SP:Iteration 94F (4134.790000 sec): 3 clusters
  Score: Raw -20203277.303195 + Penalty 5862.700921 = -20197414.602274
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 26.
Iteration 20F (4163.500000 sec): 27 clusters
  Score: Raw -117515018.376134 + Penalty 87741.839050 = -117427276.537084
  nChanged 23736
Iteration 21Q (4173.240000 sec): 27 clusters
  Score: Raw -117526992.675716 + Penalty 87741.839050 = -117439250.836666
  nChanged 13322
Iteration 22Q (4182.610000 sec): 27 clusters
  Score: Raw -117531289.297978 + Penalty 87741.839050 = -117443547.458928
  nChanged 10481
Iteration 23Q (4191.830000 sec): 27 clusters
  Score: Raw -117534040.002938 + Penalty 87741.839050 = -117446298.163888
  nChanged 8984
Iteration 24Q (4200.890000 sec): 27 clusters
  Score: Raw -117536137.729200 + Penalty 87741.839050 = -117448395.890151
  nChanged 7903
Iteration 25Q (4209.880000 sec): 27 clusters
  Score: Raw -117537788.476618 + Penalty 87741.839050 = -117450046.637568
  nChanged 7107
Iteration 26Q (4218.850000 sec): 27 clusters
  Score: Raw -117539175.808874 + Penalty 87741.839050 = -117451433.969825
  nChanged 6570
Iteration 27Q (4227.780000 sec): 27 clusters
  Score: Raw -117540342.947168 + Penalty 87741.839050 = -117452601.108119
  nChanged 6188
Iteration 28Q (4236.640000 sec): 27 clusters
  Score: Raw -117541352.349118 + Penalty 87741.839050 = -117453610.510068
  nChanged 5581
Iteration 29Q (4245.490000 sec): 27 clusters
  Score: Raw -117542226.913235 + Penalty 87741.839050 = -117454485.074186
  nChanged 5163
Iteration 30Q (4254.310000 sec): 27 clusters
  Score: Raw -117543033.677092 + Penalty 87741.839050 = -117455291.838043
  nChanged 4912
Iteration 31Q (4263.090000 sec): 27 clusters
  Score: Raw -117543786.035840 + Penalty 87741.839050 = -117456044.196790
  nChanged 4677
Iteration 32Q (4271.860000 sec): 27 clusters
  Score: Raw -117544519.219890 + Penalty 87741.839050 = -117456777.380840
  nChanged 4553
Iteration 33Q (4280.620000 sec): 27 clusters
  Score: Raw -117545232.777636 + Penalty 87741.839050 = -117457490.938587
  nChanged 4396
Iteration 34Q (4289.330000 sec): 27 clusters
  Score: Raw -117545921.371581 + Penalty 87741.839050 = -117458179.532531
  nChanged 4189
Iteration 35Q (4298.040000 sec): 27 clusters
  Score: Raw -117546571.144500 + Penalty 87741.839050 = -117458829.305451
  nChanged 4046
Iteration 36Q (4306.730000 sec): 27 clusters
  Score: Raw -117547211.070380 + Penalty 87741.839050 = -117459469.231330
  nChanged 3893
Iteration 37Q (4315.400000 sec): 27 clusters
  Score: Raw -117547837.895581 + Penalty 87741.839050 = -117460096.056531
  nChanged 3825
Iteration 38Q (4324.070000 sec): 27 clusters
  Score: Raw -117548444.158075 + Penalty 87741.839050 = -117460702.319025
  nChanged 3722
Iteration 39Q (4332.710000 sec): 27 clusters
  Score: Raw -117549068.290349 + Penalty 87741.839050 = -117461326.451299
  nChanged 3601
Iteration 40F (4361.270000 sec): 27 clusters
  Score: Raw -117550613.624798 + Penalty 87741.839050 = -117462871.785748
  nChanged 3634
Iteration 41Q (4368.980000 sec): 27 clusters
  Score: Raw -117551999.432836 + Penalty 87741.839050 = -117464257.593786
  nChanged 3591
Iteration 42Q (4376.700000 sec): 27 clusters
  Score: Raw -117552795.670585 + Penalty 87741.839050 = -117465053.831536
  nChanged 3471
Iteration 43Q (4384.410000 sec): 27 clusters
  Score: Raw -117553604.156847 + Penalty 87741.839050 = -117465862.317798
  nChanged 3501
Iteration 44Q (4392.130000 sec): 27 clusters
  Score: Raw -117554540.371334 + Penalty 87741.839050 = -117466798.532285
  nChanged 3536
Iteration 45Q (4399.800000 sec): 27 clusters
  Score: Raw -117555429.831941 + Penalty 87741.839050 = -117467687.992892
  nChanged 3354
Iteration 46Q (4407.460000 sec): 27 clusters
  Score: Raw -117556173.502568 + Penalty 87741.839050 = -117468431.663518
  nChanged 3190
Iteration 47Q (4415.120000 sec): 27 clusters
  Score: Raw -117556814.084308 + Penalty 87741.839050 = -117469072.245258
  nChanged 2908
Iteration 48Q (4422.760000 sec): 27 clusters
  Score: Raw -117557296.910341 + Penalty 87741.839050 = -117469555.071291
  nChanged 2713
Iteration 49Q (4430.370000 sec): 27 clusters
  Score: Raw -117557682.557712 + Penalty 87741.839050 = -117469940.718662
  nChanged 2384
Iteration 50Q (4438.000000 sec): 27 clusters
  Score: Raw -117557973.616671 + Penalty 87741.839050 = -117470231.777622
  nChanged 2090
Iteration 51Q (4445.570000 sec): 27 clusters
  Score: Raw -117558196.734372 + Penalty 87741.839050 = -117470454.895323
  nChanged 1914
Iteration 52Q (4453.140000 sec): 27 clusters
  Score: Raw -117558398.897791 + Penalty 87741.839050 = -117470657.058742
  nChanged 1764
Iteration 53Q (4460.710000 sec): 27 clusters
  Score: Raw -117558575.454784 + Penalty 87741.839050 = -117470833.615734
  nChanged 1707
Iteration 54Q (4468.270000 sec): 27 clusters
  Score: Raw -117558720.019857 + Penalty 87741.839050 = -117470978.180807
  nChanged 1487
Iteration 55Q (4475.820000 sec): 27 clusters
  Score: Raw -117558828.092661 + Penalty 87741.839050 = -117471086.253611
  nChanged 1327
Iteration 56Q (4483.370000 sec): 27 clusters
  Score: Raw -117558914.157613 + Penalty 87741.839050 = -117471172.318563
  nChanged 1190
Iteration 57Q (4490.890000 sec): 27 clusters
  Score: Raw -117558989.605826 + Penalty 87741.839050 = -117471247.766776
  nChanged 1066
Iteration 58Q (4498.410000 sec): 27 clusters
  Score: Raw -117559054.158597 + Penalty 87741.839050 = -117471312.319548
  nChanged 961
Writing temp clu file 
Because OldScore, -117471247.766776, is greater than current (better) Score,-117471312.319548 
 Compute initial score before splitting:   Score: Raw -117559054.158597 + Penalty 87741.839050 = -117471312.319548
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (6966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4498.600000 sec): 2 clusters
  Score: Raw -1022875.581092 + Penalty 2194.501520 = -1020681.079572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4498.630000 sec): 3 clusters
  Score: Raw -1019327.136669 + Penalty 4389.003040 = -1014938.133629
  nChanged 2768
		SP:Iteration 1F (4498.650000 sec): 3 clusters
  Score: Raw -1020824.261544 + Penalty 4389.003040 = -1016435.258504
  nChanged 524
		SP:Iteration 2F (4498.680000 sec): 3 clusters
  Score: Raw -1021105.536121 + Penalty 4389.003040 = -1016716.533081
  nChanged 387
		SP:Iteration 3F (4498.700000 sec): 3 clusters
  Score: Raw -1021307.661710 + Penalty 4389.003040 = -1016918.658671
  nChanged 272
		SP:Iteration 4Q (4498.730000 sec): 3 clusters
  Score: Raw -1021437.234449 + Penalty 4389.003040 = -1017048.231409
  nChanged 245
		SP:Iteration 5Q (4498.750000 sec): 3 clusters
  Score: Raw -1021564.813104 + Penalty 4389.003040 = -1017175.810064
  nChanged 230
		SP:Iteration 6Q (4498.780000 sec): 3 clusters
  Score: Raw -1021681.930461 + Penalty 4389.003040 = -1017292.927421
  nChanged 216
		SP:Iteration 7Q (4498.800000 sec): 3 clusters
  Score: Raw -1021794.879341 + Penalty 4389.003040 = -1017405.876302
  nChanged 184
		SP:Iteration 8Q (4498.830000 sec): 3 clusters
  Score: Raw -1021885.889448 + Penalty 4389.003040 = -1017496.886408
  nChanged 158
		SP:Iteration 9Q (4498.860000 sec): 3 clusters
  Score: Raw -1021956.017819 + Penalty 4389.003040 = -1017567.014779
  nChanged 138
		SP:Iteration 10Q (4498.880000 sec): 3 clusters
  Score: Raw -1022014.863123 + Penalty 4389.003040 = -1017625.860083
  nChanged 134
		SP:Iteration 11Q (4498.900000 sec): 3 clusters
  Score: Raw -1022080.833012 + Penalty 4389.003040 = -1017691.829973
  nChanged 126
		SP:Iteration 12Q (4498.930000 sec): 3 clusters
  Score: Raw -1022136.995511 + Penalty 4389.003040 = -1017747.992471
  nChanged 115
		SP:Iteration 13Q (4498.960000 sec): 3 clusters
  Score: Raw -1022186.902231 + Penalty 4389.003040 = -1017797.899191
  nChanged 92
		SP:Iteration 14Q (4498.980000 sec): 3 clusters
  Score: Raw -1022225.214748 + Penalty 4389.003040 = -1017836.211709
  nChanged 80
		SP:Iteration 15Q (4499.000000 sec): 3 clusters
  Score: Raw -1022262.679708 + Penalty 4389.003040 = -1017873.676668
  nChanged 81
		SP:Iteration 16Q (4499.030000 sec): 3 clusters
  Score: Raw -1022299.285956 + Penalty 4389.003040 = -1017910.282916
  nChanged 73
		SP:Iteration 17Q (4499.060000 sec): 3 clusters
  Score: Raw -1022327.998598 + Penalty 4389.003040 = -1017938.995558
  nChanged 66
		SP:Iteration 18Q (4499.080000 sec): 3 clusters
  Score: Raw -1022355.523782 + Penalty 4389.003040 = -1017966.520743
  nChanged 65
		SP:Iteration 19Q (4499.100000 sec): 3 clusters
  Score: Raw -1022384.713396 + Penalty 4389.003040 = -1017995.710356
  nChanged 71
		SP:Iteration 20F (4499.130000 sec): 3 clusters
  Score: Raw -1022415.354258 + Penalty 4389.003040 = -1018026.351219
  nChanged 66
		SP:Iteration 21Q (4499.160000 sec): 3 clusters
  Score: Raw -1022440.323998 + Penalty 4389.003040 = -1018051.320959
  nChanged 62
		SP:Iteration 22Q (4499.180000 sec): 3 clusters
  Score: Raw -1022462.416104 + Penalty 4389.003040 = -1018073.413064
  nChanged 58
		SP:Iteration 23Q (4499.200000 sec): 3 clusters
  Score: Raw -1022483.395554 + Penalty 4389.003040 = -1018094.392514
  nChanged 60
		SP:Iteration 24Q (4499.230000 sec): 3 clusters
  Score: Raw -1022505.911925 + Penalty 4389.003040 = -1018116.908885
  nChanged 52
		SP:Iteration 25Q (4499.250000 sec): 3 clusters
  Score: Raw -1022526.028625 + Penalty 4389.003040 = -1018137.025585
  nChanged 55
		SP:Iteration 26Q (4499.280000 sec): 3 clusters
  Score: Raw -1022548.892597 + Penalty 4389.003040 = -1018159.889558
  nChanged 58
		SP:Iteration 27Q (4499.300000 sec): 3 clusters
  Score: Raw -1022570.559488 + Penalty 4389.003040 = -1018181.556449
  nChanged 49
		SP:Iteration 28Q (4499.320000 sec): 3 clusters
  Score: Raw -1022586.568963 + Penalty 4389.003040 = -1018197.565923
  nChanged 43
		SP:Iteration 29Q (4499.350000 sec): 3 clusters
  Score: Raw -1022601.851031 + Penalty 4389.003040 = -1018212.847991
  nChanged 40
		SP:Iteration 30Q (4499.370000 sec): 3 clusters
  Score: Raw -1022616.364859 + Penalty 4389.003040 = -1018227.361820
  nChanged 38
		SP:Iteration 31Q (4499.400000 sec): 3 clusters
  Score: Raw -1022629.233900 + Penalty 4389.003040 = -1018240.230861
  nChanged 30
		SP:Iteration 32Q (4499.420000 sec): 3 clusters
  Score: Raw -1022639.615745 + Penalty 4389.003040 = -1018250.612705
  nChanged 37
		SP:Iteration 33Q (4499.440000 sec): 3 clusters
  Score: Raw -1022652.160783 + Penalty 4389.003040 = -1018263.157743
  nChanged 30
		SP:Iteration 34Q (4499.470000 sec): 3 clusters
  Score: Raw -1022665.893821 + Penalty 4389.003040 = -1018276.890781
  nChanged 36
		SP:Iteration 35Q (4499.490000 sec): 3 clusters
  Score: Raw -1022680.411238 + Penalty 4389.003040 = -1018291.408198
  nChanged 37
		SP:Iteration 36Q (4499.520000 sec): 3 clusters
  Score: Raw -1022692.075685 + Penalty 4389.003040 = -1018303.072646
  nChanged 40
		SP:Iteration 37Q (4499.540000 sec): 3 clusters
  Score: Raw -1022704.971311 + Penalty 4389.003040 = -1018315.968271
  nChanged 43
		SP:Iteration 38Q (4499.560000 sec): 3 clusters
  Score: Raw -1022721.131639 + Penalty 4389.003040 = -1018332.128599
  nChanged 42
		SP:Iteration 39Q (4499.590000 sec): 3 clusters
  Score: Raw -1022737.981046 + Penalty 4389.003040 = -1018348.978006
  nChanged 43
		SP:Iteration 40F (4499.610000 sec): 3 clusters
  Score: Raw -1022755.050424 + Penalty 4389.003040 = -1018366.047385
  nChanged 40
		SP:Iteration 41Q (4499.640000 sec): 3 clusters
  Score: Raw -1022771.535032 + Penalty 4389.003040 = -1018382.531992
  nChanged 45
		SP:Iteration 42Q (4499.660000 sec): 3 clusters
  Score: Raw -1022788.975888 + Penalty 4389.003040 = -1018399.972848
  nChanged 41
		SP:Iteration 43Q (4499.680000 sec): 3 clusters
  Score: Raw -1022801.698912 + Penalty 4389.003040 = -1018412.695872
  nChanged 31
		SP:Iteration 44Q (4499.710000 sec): 3 clusters
  Score: Raw -1022811.181123 + Penalty 4389.003040 = -1018422.178083
  nChanged 25
		SP:Iteration 45Q (4499.730000 sec): 3 clusters
  Score: Raw -1022819.323721 + Penalty 4389.003040 = -1018430.320681
  nChanged 26
		SP:Iteration 46Q (4499.750000 sec): 3 clusters
  Score: Raw -1022828.423524 + Penalty 4389.003040 = -1018439.420485
  nChanged 30
		SP:Iteration 47Q (4499.780000 sec): 3 clusters
  Score: Raw -1022839.806759 + Penalty 4389.003040 = -1018450.803719
  nChanged 32
		SP:Iteration 48Q (4499.800000 sec): 3 clusters
  Score: Raw -1022853.018745 + Penalty 4389.003040 = -1018464.015706
  nChanged 35
		SP:Iteration 49Q (4499.820000 sec): 3 clusters
  Score: Raw -1022864.138085 + Penalty 4389.003040 = -1018475.135046
  nChanged 26
		SP:Iteration 50Q (4499.850000 sec): 3 clusters
  Score: Raw -1022873.924535 + Penalty 4389.003040 = -1018484.921496
  nChanged 31
		SP:Iteration 51Q (4499.870000 sec): 3 clusters
  Score: Raw -1022885.328105 + Penalty 4389.003040 = -1018496.325065
  nChanged 29
		SP:Iteration 52Q (4499.890000 sec): 3 clusters
  Score: Raw -1022893.708385 + Penalty 4389.003040 = -1018504.705345
  nChanged 28
		SP:Iteration 53Q (4499.920000 sec): 3 clusters
  Score: Raw -1022902.850430 + Penalty 4389.003040 = -1018513.847390
  nChanged 18
		SP:Iteration 54Q (4499.940000 sec): 3 clusters
  Score: Raw -1022908.890560 + Penalty 4389.003040 = -1018519.887520
  nChanged 16
		SP:Iteration 55Q (4499.960000 sec): 3 clusters
  Score: Raw -1022915.341697 + Penalty 4389.003040 = -1018526.338657
  nChanged 23
		SP:Iteration 56Q (4499.980000 sec): 3 clusters
  Score: Raw -1022923.620136 + Penalty 4389.003040 = -1018534.617097
  nChanged 27
		SP:Iteration 57Q (4500.010000 sec): 3 clusters
  Score: Raw -1022933.170389 + Penalty 4389.003040 = -1018544.167350
  nChanged 20
		SP:Iteration 58Q (4500.030000 sec): 3 clusters
  Score: Raw -1022939.892147 + Penalty 4389.003040 = -1018550.889108
  nChanged 22
		SP:Iteration 59Q (4500.050000 sec): 3 clusters
  Score: Raw -1022947.331037 + Penalty 4389.003040 = -1018558.327997
  nChanged 18
		SP:Iteration 60F (4500.080000 sec): 3 clusters
  Score: Raw -1022954.808984 + Penalty 4389.003040 = -1018565.805944
  nChanged 23
		SP:Iteration 61Q (4500.100000 sec): 3 clusters
  Score: Raw -1022963.524144 + Penalty 4389.003040 = -1018574.521105
  nChanged 24
		SP:Iteration 62Q (4500.120000 sec): 3 clusters
  Score: Raw -1022972.260581 + Penalty 4389.003040 = -1018583.257541
  nChanged 20
		SP:Iteration 63Q (4500.150000 sec): 3 clusters
  Score: Raw -1022978.672405 + Penalty 4389.003040 = -1018589.669365
  nChanged 15
		SP:Iteration 64Q (4500.170000 sec): 3 clusters
  Score: Raw -1022983.531044 + Penalty 4389.003040 = -1018594.528004
  nChanged 17
		SP:Iteration 65Q (4500.190000 sec): 3 clusters
  Score: Raw -1022989.350573 + Penalty 4389.003040 = -1018600.347533
  nChanged 13
		SP:Iteration 66Q (4500.210000 sec): 3 clusters
  Score: Raw -1022994.774391 + Penalty 4389.003040 = -1018605.771352
  nChanged 12
		SP:Iteration 67Q (4500.240000 sec): 3 clusters
  Score: Raw -1022998.394637 + Penalty 4389.003040 = -1018609.391598
  nChanged 10
		SP:Iteration 68Q (4500.260000 sec): 3 clusters
  Score: Raw -1023002.905836 + Penalty 4389.003040 = -1018613.902796
  nChanged 12
		SP:Iteration 69Q (4500.280000 sec): 3 clusters
  Score: Raw -1023007.372833 + Penalty 4389.003040 = -1018618.369793
  nChanged 13
		SP:Iteration 70Q (4500.300000 sec): 3 clusters
  Score: Raw -1023011.732600 + Penalty 4389.003040 = -1018622.729560
  nChanged 15
		SP:Iteration 71Q (4500.320000 sec): 3 clusters
  Score: Raw -1023018.232221 + Penalty 4389.003040 = -1018629.229182
  nChanged 18
		SP:Iteration 72Q (4500.350000 sec): 3 clusters
  Score: Raw -1023026.071510 + Penalty 4389.003040 = -1018637.068471
  nChanged 15
		SP:Iteration 73Q (4500.370000 sec): 3 clusters
  Score: Raw -1023032.632889 + Penalty 4389.003040 = -1018643.629849
  nChanged 10
		SP:Iteration 74Q (4500.390000 sec): 3 clusters
  Score: Raw -1023037.950043 + Penalty 4389.003040 = -1018648.947004
  nChanged 16
		SP:Iteration 75Q (4500.410000 sec): 3 clusters
  Score: Raw -1023045.348249 + Penalty 4389.003040 = -1018656.345209
  nChanged 15
		SP:Iteration 76Q (4500.430000 sec): 3 clusters
  Score: Raw -1023052.619937 + Penalty 4389.003040 = -1018663.616897
  nChanged 17
		SP:Iteration 77Q (4500.460000 sec): 3 clusters
  Score: Raw -1023060.473835 + Penalty 4389.003040 = -1018671.470795
  nChanged 19
		SP:Iteration 78Q (4500.480000 sec): 3 clusters
  Score: Raw -1023067.510259 + Penalty 4389.003040 = -1018678.507219
  nChanged 12
		SP:Iteration 79Q (4500.500000 sec): 3 clusters
  Score: Raw -1023072.783679 + Penalty 4389.003040 = -1018683.780639
  nChanged 11
		SP:Iteration 80F (4500.520000 sec): 3 clusters
  Score: Raw -1023077.732300 + Penalty 4389.003040 = -1018688.729261
  nChanged 9
		SP:Iteration 81Q (4500.550000 sec): 3 clusters
  Score: Raw -1023082.838393 + Penalty 4389.003040 = -1018693.835354
  nChanged 10
		SP:Iteration 82Q (4500.570000 sec): 3 clusters
  Score: Raw -1023087.051368 + Penalty 4389.003040 = -1018698.048328
  nChanged 8
		SP:Iteration 83Q (4500.590000 sec): 3 clusters
  Score: Raw -1023090.856616 + Penalty 4389.003040 = -1018701.853576
  nChanged 6
		SP:Iteration 84Q (4500.610000 sec): 3 clusters
  Score: Raw -1023093.681436 + Penalty 4389.003040 = -1018704.678396
  nChanged 8
		SP:Iteration 85Q (4500.630000 sec): 3 clusters
  Score: Raw -1023097.142716 + Penalty 4389.003040 = -1018708.139676
  nChanged 5
		SP:Iteration 86Q (4500.650000 sec): 3 clusters
  Score: Raw -1023098.876100 + Penalty 4389.003040 = -1018709.873060
  nChanged 5
		SP:Iteration 87Q (4500.680000 sec): 3 clusters
  Score: Raw -1023100.860592 + Penalty 4389.003040 = -1018711.857552
  nChanged 2
		SP:Iteration 88Q (4500.700000 sec): 3 clusters
  Score: Raw -1023101.451592 + Penalty 4389.003040 = -1018712.448552
  nChanged 2
		SP:Iteration 89Q (4500.720000 sec): 3 clusters
  Score: Raw -1023101.941124 + Penalty 4389.003040 = -1018712.938085
  nChanged 1
		SP:Iteration 90Q (4500.740000 sec): 3 clusters
  Score: Raw -1023102.267307 + Penalty 4389.003040 = -1018713.264268
  nChanged 0
		SP:Iteration 91F (4500.760000 sec): 3 clusters
  Score: Raw -1023102.267307 + Penalty 4389.003040 = -1018713.264268
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (6192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4500.780000 sec): 2 clusters
  Score: Raw -895774.247419 + Penalty 2165.291327 = -893608.956092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4500.810000 sec): 3 clusters
  Score: Raw -892611.618694 + Penalty 4330.582654 = -888281.036040
  nChanged 2441
		SP:Iteration 1F (4500.830000 sec): 3 clusters
  Score: Raw -893943.144743 + Penalty 4330.582654 = -889612.562089
  nChanged 456
		SP:Iteration 2F (4500.850000 sec): 3 clusters
  Score: Raw -894191.611700 + Penalty 4330.582654 = -889861.029046
  nChanged 332
		SP:Iteration 3F (4500.880000 sec): 3 clusters
  Score: Raw -894372.070582 + Penalty 4330.582654 = -890041.487928
  nChanged 260
		SP:Iteration 4Q (4500.900000 sec): 3 clusters
  Score: Raw -894518.463670 + Penalty 4330.582654 = -890187.881016
  nChanged 223
		SP:Iteration 5Q (4500.920000 sec): 3 clusters
  Score: Raw -894641.672366 + Penalty 4330.582654 = -890311.089712
  nChanged 186
		SP:Iteration 6Q (4500.940000 sec): 3 clusters
  Score: Raw -894732.402370 + Penalty 4330.582654 = -890401.819716
  nChanged 170
		SP:Iteration 7Q (4500.960000 sec): 3 clusters
  Score: Raw -894820.678290 + Penalty 4330.582654 = -890490.095636
  nChanged 171
		SP:Iteration 8Q (4500.990000 sec): 3 clusters
  Score: Raw -894900.883584 + Penalty 4330.582654 = -890570.300930
  nChanged 148
		SP:Iteration 9Q (4501.010000 sec): 3 clusters
  Score: Raw -894981.419693 + Penalty 4330.582654 = -890650.837039
  nChanged 146
		SP:Iteration 10Q (4501.030000 sec): 3 clusters
  Score: Raw -895058.949088 + Penalty 4330.582654 = -890728.366434
  nChanged 131
		SP:Iteration 11Q (4501.060000 sec): 3 clusters
  Score: Raw -895124.067415 + Penalty 4330.582654 = -890793.484761
  nChanged 142
		SP:Iteration 12Q (4501.080000 sec): 3 clusters
  Score: Raw -895196.599124 + Penalty 4330.582654 = -890866.016470
  nChanged 135
		SP:Iteration 13Q (4501.100000 sec): 3 clusters
  Score: Raw -895264.020415 + Penalty 4330.582654 = -890933.437761
  nChanged 124
		SP:Iteration 14Q (4501.120000 sec): 3 clusters
  Score: Raw -895313.554923 + Penalty 4330.582654 = -890982.972269
  nChanged 100
		SP:Iteration 15Q (4501.140000 sec): 3 clusters
  Score: Raw -895358.109244 + Penalty 4330.582654 = -891027.526590
  nChanged 112
		SP:Iteration 16Q (4501.160000 sec): 3 clusters
  Score: Raw -895411.226021 + Penalty 4330.582654 = -891080.643367
  nChanged 107
		SP:Iteration 17Q (4501.190000 sec): 3 clusters
  Score: Raw -895460.394761 + Penalty 4330.582654 = -891129.812107
  nChanged 90
		SP:Iteration 18Q (4501.210000 sec): 3 clusters
  Score: Raw -895502.736828 + Penalty 4330.582654 = -891172.154174
  nChanged 86
		SP:Iteration 19Q (4501.230000 sec): 3 clusters
  Score: Raw -895538.746043 + Penalty 4330.582654 = -891208.163389
  nChanged 78
		SP:Iteration 20F (4501.260000 sec): 3 clusters
  Score: Raw -895574.209826 + Penalty 4330.582654 = -891243.627172
  nChanged 67
		SP:Iteration 21Q (4501.280000 sec): 3 clusters
  Score: Raw -895602.610846 + Penalty 4330.582654 = -891272.028192
  nChanged 75
		SP:Iteration 22Q (4501.300000 sec): 3 clusters
  Score: Raw -895631.888031 + Penalty 4330.582654 = -891301.305377
  nChanged 62
		SP:Iteration 23Q (4501.320000 sec): 3 clusters
  Score: Raw -895655.527116 + Penalty 4330.582654 = -891324.944462
  nChanged 60
		SP:Iteration 24Q (4501.340000 sec): 3 clusters
  Score: Raw -895674.101507 + Penalty 4330.582654 = -891343.518854
  nChanged 49
		SP:Iteration 25Q (4501.360000 sec): 3 clusters
  Score: Raw -895691.609298 + Penalty 4330.582654 = -891361.026644
  nChanged 39
		SP:Iteration 26Q (4501.380000 sec): 3 clusters
  Score: Raw -895704.633006 + Penalty 4330.582654 = -891374.050352
  nChanged 35
		SP:Iteration 27Q (4501.410000 sec): 3 clusters
  Score: Raw -895718.092034 + Penalty 4330.582654 = -891387.509380
  nChanged 31
		SP:Iteration 28Q (4501.430000 sec): 3 clusters
  Score: Raw -895727.134410 + Penalty 4330.582654 = -891396.551756
  nChanged 26
		SP:Iteration 29Q (4501.450000 sec): 3 clusters
  Score: Raw -895736.998599 + Penalty 4330.582654 = -891406.415945
  nChanged 26
		SP:Iteration 30Q (4501.470000 sec): 3 clusters
  Score: Raw -895745.192873 + Penalty 4330.582654 = -891414.610219
  nChanged 22
		SP:Iteration 31Q (4501.500000 sec): 3 clusters
  Score: Raw -895751.807061 + Penalty 4330.582654 = -891421.224407
  nChanged 18
		SP:Iteration 32Q (4501.520000 sec): 3 clusters
  Score: Raw -895757.216630 + Penalty 4330.582654 = -891426.633976
  nChanged 17
		SP:Iteration 33Q (4501.540000 sec): 3 clusters
  Score: Raw -895761.636618 + Penalty 4330.582654 = -891431.053964
  nChanged 18
		SP:Iteration 34Q (4501.560000 sec): 3 clusters
  Score: Raw -895767.174091 + Penalty 4330.582654 = -891436.591437
  nChanged 16
		SP:Iteration 35Q (4501.580000 sec): 3 clusters
  Score: Raw -895772.475751 + Penalty 4330.582654 = -891441.893097
  nChanged 26
		SP:Iteration 36Q (4501.600000 sec): 3 clusters
  Score: Raw -895780.299836 + Penalty 4330.582654 = -891449.717182
  nChanged 23
		SP:Iteration 37Q (4501.630000 sec): 3 clusters
  Score: Raw -895787.930340 + Penalty 4330.582654 = -891457.347686
  nChanged 31
		SP:Iteration 38Q (4501.650000 sec): 3 clusters
  Score: Raw -895800.219355 + Penalty 4330.582654 = -891469.636701
  nChanged 31
		SP:Iteration 39Q (4501.670000 sec): 3 clusters
  Score: Raw -895810.216268 + Penalty 4330.582654 = -891479.633614
  nChanged 31
		SP:Iteration 40F (4501.700000 sec): 3 clusters
  Score: Raw -895823.536691 + Penalty 4330.582654 = -891492.954037
  nChanged 30
		SP:Iteration 41Q (4501.720000 sec): 3 clusters
  Score: Raw -895834.071831 + Penalty 4330.582654 = -891503.489177
  nChanged 27
		SP:Iteration 42Q (4501.740000 sec): 3 clusters
  Score: Raw -895841.286617 + Penalty 4330.582654 = -891510.703963
  nChanged 18
		SP:Iteration 43Q (4501.760000 sec): 3 clusters
  Score: Raw -895847.700486 + Penalty 4330.582654 = -891517.117832
  nChanged 12
		SP:Iteration 44Q (4501.780000 sec): 3 clusters
  Score: Raw -895852.621659 + Penalty 4330.582654 = -891522.039005
  nChanged 13
		SP:Iteration 45Q (4501.800000 sec): 3 clusters
  Score: Raw -895856.589563 + Penalty 4330.582654 = -891526.006909
  nChanged 16
		SP:Iteration 46Q (4501.820000 sec): 3 clusters
  Score: Raw -895861.384075 + Penalty 4330.582654 = -891530.801421
  nChanged 11
		SP:Iteration 47Q (4501.850000 sec): 3 clusters
  Score: Raw -895864.786448 + Penalty 4330.582654 = -891534.203794
  nChanged 8
		SP:Iteration 48Q (4501.870000 sec): 3 clusters
  Score: Raw -895866.800878 + Penalty 4330.582654 = -891536.218224
  nChanged 9
		SP:Iteration 49Q (4501.890000 sec): 3 clusters
  Score: Raw -895869.187845 + Penalty 4330.582654 = -891538.605191
  nChanged 6
		SP:Iteration 50Q (4501.910000 sec): 3 clusters
  Score: Raw -895870.823739 + Penalty 4330.582654 = -891540.241085
  nChanged 7
		SP:Iteration 51Q (4501.940000 sec): 3 clusters
  Score: Raw -895872.191206 + Penalty 4330.582654 = -891541.608553
  nChanged 4
		SP:Iteration 52Q (4501.960000 sec): 3 clusters
  Score: Raw -895873.067750 + Penalty 4330.582654 = -891542.485096
  nChanged 4
		SP:Iteration 53Q (4501.980000 sec): 3 clusters
  Score: Raw -895874.039457 + Penalty 4330.582654 = -891543.456803
  nChanged 5
		SP:Iteration 54Q (4502.000000 sec): 3 clusters
  Score: Raw -895875.794023 + Penalty 4330.582654 = -891545.211369
  nChanged 8
		SP:Iteration 55Q (4502.030000 sec): 3 clusters
  Score: Raw -895878.453283 + Penalty 4330.582654 = -891547.870629
  nChanged 9
		SP:Iteration 56Q (4502.050000 sec): 3 clusters
  Score: Raw -895880.579128 + Penalty 4330.582654 = -891549.996474
  nChanged 4
		SP:Iteration 57Q (4502.070000 sec): 3 clusters
  Score: Raw -895881.919228 + Penalty 4330.582654 = -891551.336574
  nChanged 4
		SP:Iteration 58Q (4502.090000 sec): 3 clusters
  Score: Raw -895882.890435 + Penalty 4330.582654 = -891552.307781
  nChanged 6
		SP:Iteration 59Q (4502.110000 sec): 3 clusters
  Score: Raw -895884.885106 + Penalty 4330.582654 = -891554.302452
  nChanged 11
		SP:Iteration 60F (4502.130000 sec): 3 clusters
  Score: Raw -895888.139516 + Penalty 4330.582654 = -891557.556862
  nChanged 8
		SP:Iteration 61Q (4502.150000 sec): 3 clusters
  Score: Raw -895890.797327 + Penalty 4330.582654 = -891560.214673
  nChanged 8
		SP:Iteration 62Q (4502.170000 sec): 3 clusters
  Score: Raw -895893.261134 + Penalty 4330.582654 = -891562.678480
  nChanged 9
		SP:Iteration 63Q (4502.190000 sec): 3 clusters
  Score: Raw -895896.237320 + Penalty 4330.582654 = -891565.654666
  nChanged 9
		SP:Iteration 64Q (4502.210000 sec): 3 clusters
  Score: Raw -895899.121357 + Penalty 4330.582654 = -891568.538703
  nChanged 10
		SP:Iteration 65Q (4502.230000 sec): 3 clusters
  Score: Raw -895902.438623 + Penalty 4330.582654 = -891571.855969
  nChanged 9
		SP:Iteration 66Q (4502.260000 sec): 3 clusters
  Score: Raw -895904.860908 + Penalty 4330.582654 = -891574.278254
  nChanged 6
		SP:Iteration 67Q (4502.280000 sec): 3 clusters
  Score: Raw -895906.874822 + Penalty 4330.582654 = -891576.292168
  nChanged 9
		SP:Iteration 68Q (4502.300000 sec): 3 clusters
  Score: Raw -895909.167557 + Penalty 4330.582654 = -891578.584903
  nChanged 3
		SP:Iteration 69Q (4502.320000 sec): 3 clusters
  Score: Raw -895909.944536 + Penalty 4330.582654 = -891579.361882
  nChanged 4
		SP:Iteration 70Q (4502.340000 sec): 3 clusters
  Score: Raw -895911.687322 + Penalty 4330.582654 = -891581.104668
  nChanged 10
		SP:Iteration 71Q (4502.360000 sec): 3 clusters
  Score: Raw -895914.777180 + Penalty 4330.582654 = -891584.194526
  nChanged 8
		SP:Iteration 72Q (4502.380000 sec): 3 clusters
  Score: Raw -895916.801047 + Penalty 4330.582654 = -891586.218393
  nChanged 6
		SP:Iteration 73Q (4502.410000 sec): 3 clusters
  Score: Raw -895918.548783 + Penalty 4330.582654 = -891587.966129
  nChanged 10
		SP:Iteration 74Q (4502.430000 sec): 3 clusters
  Score: Raw -895921.404890 + Penalty 4330.582654 = -891590.822236
  nChanged 12
		SP:Iteration 75Q (4502.450000 sec): 3 clusters
  Score: Raw -895924.408908 + Penalty 4330.582654 = -891593.826254
  nChanged 8
		SP:Iteration 76Q (4502.470000 sec): 3 clusters
  Score: Raw -895926.700590 + Penalty 4330.582654 = -891596.117936
  nChanged 6
		SP:Iteration 77Q (4502.490000 sec): 3 clusters
  Score: Raw -895928.491206 + Penalty 4330.582654 = -891597.908552
  nChanged 4
		SP:Iteration 78Q (4502.510000 sec): 3 clusters
  Score: Raw -895929.532571 + Penalty 4330.582654 = -891598.949917
  nChanged 4
		SP:Iteration 79Q (4502.530000 sec): 3 clusters
  Score: Raw -895930.443917 + Penalty 4330.582654 = -891599.861263
  nChanged 6
		SP:Iteration 80F (4502.550000 sec): 3 clusters
  Score: Raw -895931.807437 + Penalty 4330.582654 = -891601.224783
  nChanged 4
		SP:Iteration 81Q (4502.570000 sec): 3 clusters
  Score: Raw -895932.478185 + Penalty 4330.582654 = -891601.895531
  nChanged 5
		SP:Iteration 82Q (4502.590000 sec): 3 clusters
  Score: Raw -895933.692588 + Penalty 4330.582654 = -891603.109934
  nChanged 5
		SP:Iteration 83Q (4502.610000 sec): 3 clusters
  Score: Raw -895934.852151 + Penalty 4330.582654 = -891604.269497
  nChanged 4
		SP:Iteration 84Q (4502.640000 sec): 3 clusters
  Score: Raw -895935.747264 + Penalty 4330.582654 = -891605.164610
  nChanged 3
		SP:Iteration 85Q (4502.660000 sec): 3 clusters
  Score: Raw -895936.483401 + Penalty 4330.582654 = -891605.900747
  nChanged 2
		SP:Iteration 86Q (4502.680000 sec): 3 clusters
  Score: Raw -895937.150820 + Penalty 4330.582654 = -891606.568166
  nChanged 6
		SP:Iteration 87Q (4502.700000 sec): 3 clusters
  Score: Raw -895938.425654 + Penalty 4330.582654 = -891607.843000
  nChanged 3
		SP:Iteration 88Q (4502.720000 sec): 3 clusters
  Score: Raw -895939.077467 + Penalty 4330.582654 = -891608.494813
  nChanged 5
		SP:Iteration 89Q (4502.740000 sec): 3 clusters
  Score: Raw -895940.461648 + Penalty 4330.582654 = -891609.878994
  nChanged 5
		SP:Iteration 90Q (4502.760000 sec): 3 clusters
  Score: Raw -895941.436325 + Penalty 4330.582654 = -891610.853671
  nChanged 3
		SP:Iteration 91Q (4502.780000 sec): 3 clusters
  Score: Raw -895942.002670 + Penalty 4330.582654 = -891611.420016
  nChanged 1
		SP:Iteration 92Q (4502.800000 sec): 3 clusters
  Score: Raw -895942.550895 + Penalty 4330.582654 = -891611.968241
  nChanged 1
		SP:Iteration 93Q (4502.830000 sec): 3 clusters
  Score: Raw -895942.787938 + Penalty 4330.582654 = -891612.205284
  nChanged 0
		SP:Iteration 94F (4502.850000 sec): 3 clusters
  Score: Raw -895942.787938 + Penalty 4330.582654 = -891612.205284
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (26585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4502.950000 sec): 2 clusters
  Score: Raw -3930311.042638 + Penalty 2526.649402 = -3927784.393237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4503.050000 sec): 3 clusters
  Score: Raw -3914317.832093 + Penalty 5053.298803 = -3909264.533290
  nChanged 11939
		SP:Iteration 1F (4503.150000 sec): 3 clusters
  Score: Raw -3920893.787008 + Penalty 5053.298803 = -3915840.488204
  nChanged 1345
		SP:Iteration 2F (4503.250000 sec): 3 clusters
  Score: Raw -3921297.392068 + Penalty 5053.298803 = -3916244.093265
  nChanged 1081
		SP:Iteration 3Q (4503.360000 sec): 3 clusters
  Score: Raw -3921613.986056 + Penalty 5053.298803 = -3916560.687253
  nChanged 956
		SP:Iteration 4Q (4503.460000 sec): 3 clusters
  Score: Raw -3921897.784880 + Penalty 5053.298803 = -3916844.486077
  nChanged 964
		SP:Iteration 5Q (4503.570000 sec): 3 clusters
  Score: Raw -3922220.055731 + Penalty 5053.298803 = -3917166.756927
  nChanged 1080
		SP:Iteration 6Q (4503.670000 sec): 3 clusters
  Score: Raw -3922635.217915 + Penalty 5053.298803 = -3917581.919112
  nChanged 1194
		SP:Iteration 7Q (4503.780000 sec): 3 clusters
  Score: Raw -3923187.025011 + Penalty 5053.298803 = -3918133.726208
  nChanged 1357
		SP:Iteration 8F (4503.880000 sec): 3 clusters
  Score: Raw -3923908.424964 + Penalty 5053.298803 = -3918855.126161
  nChanged 1480
		SP:Iteration 9F (4503.980000 sec): 3 clusters
  Score: Raw -3924861.568637 + Penalty 5053.298803 = -3919808.269834
  nChanged 1618
		SP:Iteration 10F (4504.080000 sec): 3 clusters
  Score: Raw -3926048.493240 + Penalty 5053.298803 = -3920995.194437
  nChanged 1543
		SP:Iteration 11F (4504.180000 sec): 3 clusters
  Score: Raw -3927295.508287 + Penalty 5053.298803 = -3922242.209484
  nChanged 1328
		SP:Iteration 12Q (4504.280000 sec): 3 clusters
  Score: Raw -3928412.928623 + Penalty 5053.298803 = -3923359.629820
  nChanged 939
		SP:Iteration 13Q (4504.380000 sec): 3 clusters
  Score: Raw -3929248.857178 + Penalty 5053.298803 = -3924195.558375
  nChanged 618
		SP:Iteration 14Q (4504.470000 sec): 3 clusters
  Score: Raw -3929819.823588 + Penalty 5053.298803 = -3924766.524784
  nChanged 367
		SP:Iteration 15Q (4504.560000 sec): 3 clusters
  Score: Raw -3930143.924985 + Penalty 5053.298803 = -3925090.626182
  nChanged 210
		SP:Iteration 16Q (4504.650000 sec): 3 clusters
  Score: Raw -3930331.057333 + Penalty 5053.298803 = -3925277.758530
  nChanged 124
		SP:Iteration 17Q (4504.730000 sec): 3 clusters
  Score: Raw -3930446.240790 + Penalty 5053.298803 = -3925392.941987
  nChanged 85
		SP:Iteration 18Q (4504.800000 sec): 3 clusters
  Score: Raw -3930526.188560 + Penalty 5053.298803 = -3925472.889757
  nChanged 49
		SP:Iteration 19Q (4504.870000 sec): 3 clusters
  Score: Raw -3930569.403440 + Penalty 5053.298803 = -3925516.104637
  nChanged 39
		SP:Iteration 20F (4504.970000 sec): 3 clusters
  Score: Raw -3930602.950481 + Penalty 5053.298803 = -3925549.651677
  nChanged 24
		SP:Iteration 21Q (4505.050000 sec): 3 clusters
  Score: Raw -3930623.670890 + Penalty 5053.298803 = -3925570.372086
  nChanged 20
		SP:Iteration 22Q (4505.130000 sec): 3 clusters
  Score: Raw -3930642.424214 + Penalty 5053.298803 = -3925589.125411
  nChanged 16
		SP:Iteration 23Q (4505.200000 sec): 3 clusters
  Score: Raw -3930658.985934 + Penalty 5053.298803 = -3925605.687131
  nChanged 21
		SP:Iteration 24Q (4505.270000 sec): 3 clusters
  Score: Raw -3930674.175853 + Penalty 5053.298803 = -3925620.877050
  nChanged 14
		SP:Iteration 25Q (4505.340000 sec): 3 clusters
  Score: Raw -3930683.260065 + Penalty 5053.298803 = -3925629.961262
  nChanged 8
		SP:Iteration 26Q (4505.410000 sec): 3 clusters
  Score: Raw -3930692.314118 + Penalty 5053.298803 = -3925639.015314
  nChanged 12
		SP:Iteration 27Q (4505.490000 sec): 3 clusters
  Score: Raw -3930701.984224 + Penalty 5053.298803 = -3925648.685420
  nChanged 3
		SP:Iteration 28Q (4505.560000 sec): 3 clusters
  Score: Raw -3930705.778126 + Penalty 5053.298803 = -3925652.479323
  nChanged 6
		SP:Iteration 29Q (4505.630000 sec): 3 clusters
  Score: Raw -3930709.416797 + Penalty 5053.298803 = -3925656.117994
  nChanged 5
		SP:Iteration 30Q (4505.700000 sec): 3 clusters
  Score: Raw -3930712.995695 + Penalty 5053.298803 = -3925659.696892
  nChanged 3
		SP:Iteration 31Q (4505.780000 sec): 3 clusters
  Score: Raw -3930716.093951 + Penalty 5053.298803 = -3925662.795148
  nChanged 3
		SP:Iteration 32Q (4505.850000 sec): 3 clusters
  Score: Raw -3930719.177766 + Penalty 5053.298803 = -3925665.878963
  nChanged 2
		SP:Iteration 33Q (4505.920000 sec): 3 clusters
  Score: Raw -3930721.217133 + Penalty 5053.298803 = -3925667.918330
  nChanged 5
		SP:Iteration 34Q (4505.990000 sec): 3 clusters
  Score: Raw -3930725.771048 + Penalty 5053.298803 = -3925672.472245
  nChanged 7
		SP:Iteration 35Q (4506.060000 sec): 3 clusters
  Score: Raw -3930732.232212 + Penalty 5053.298803 = -3925678.933409
  nChanged 5
		SP:Iteration 36Q (4506.140000 sec): 3 clusters
  Score: Raw -3930736.161210 + Penalty 5053.298803 = -3925682.862407
  nChanged 1
		SP:Iteration 37Q (4506.210000 sec): 3 clusters
  Score: Raw -3930736.970824 + Penalty 5053.298803 = -3925683.672021
  nChanged 0
		SP:Iteration 38F (4506.310000 sec): 3 clusters
  Score: Raw -3930736.970824 + Penalty 5053.298803 = -3925683.672021
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (20938 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4506.380000 sec): 2 clusters
  Score: Raw -2878376.022279 + Penalty 2467.431600 = -2875908.590678
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4506.460000 sec): 3 clusters
  Score: Raw -2866046.377788 + Penalty 4934.863201 = -2861111.514588
  nChanged 9319
		SP:Iteration 1F (4506.530000 sec): 3 clusters
  Score: Raw -2871333.028442 + Penalty 4934.863201 = -2866398.165241
  nChanged 1345
		SP:Iteration 2F (4506.610000 sec): 3 clusters
  Score: Raw -2871974.246169 + Penalty 4934.863201 = -2867039.382968
  nChanged 1216
		SP:Iteration 3F (4506.690000 sec): 3 clusters
  Score: Raw -2872525.452438 + Penalty 4934.863201 = -2867590.589237
  nChanged 1063
		SP:Iteration 4F (4506.770000 sec): 3 clusters
  Score: Raw -2872976.297334 + Penalty 4934.863201 = -2868041.434133
  nChanged 957
		SP:Iteration 5Q (4506.850000 sec): 3 clusters
  Score: Raw -2873394.176926 + Penalty 4934.863201 = -2868459.313726
  nChanged 923
		SP:Iteration 6Q (4506.930000 sec): 3 clusters
  Score: Raw -2873818.756519 + Penalty 4934.863201 = -2868883.893318
  nChanged 884
		SP:Iteration 7Q (4507.010000 sec): 3 clusters
  Score: Raw -2874283.360081 + Penalty 4934.863201 = -2869348.496880
  nChanged 1012
		SP:Iteration 8Q (4507.080000 sec): 3 clusters
  Score: Raw -2874915.858224 + Penalty 4934.863201 = -2869980.995023
  nChanged 1045
		SP:Iteration 9Q (4507.160000 sec): 3 clusters
  Score: Raw -2875608.603811 + Penalty 4934.863201 = -2870673.740611
  nChanged 1016
		SP:Iteration 10Q (4507.250000 sec): 3 clusters
  Score: Raw -2876297.252167 + Penalty 4934.863201 = -2871362.388967
  nChanged 912
		SP:Iteration 11Q (4507.330000 sec): 3 clusters
  Score: Raw -2876894.801286 + Penalty 4934.863201 = -2871959.938085
  nChanged 758
		SP:Iteration 12Q (4507.400000 sec): 3 clusters
  Score: Raw -2877351.169840 + Penalty 4934.863201 = -2872416.306639
  nChanged 648
		SP:Iteration 13Q (4507.480000 sec): 3 clusters
  Score: Raw -2877753.733484 + Penalty 4934.863201 = -2872818.870284
  nChanged 578
		SP:Iteration 14Q (4507.560000 sec): 3 clusters
  Score: Raw -2878159.474641 + Penalty 4934.863201 = -2873224.611441
  nChanged 541
		SP:Iteration 15Q (4507.630000 sec): 3 clusters
  Score: Raw -2878619.325962 + Penalty 4934.863201 = -2873684.462762
  nChanged 511
		SP:Iteration 16Q (4507.700000 sec): 3 clusters
  Score: Raw -2879123.058334 + Penalty 4934.863201 = -2874188.195134
  nChanged 473
		SP:Iteration 17Q (4507.770000 sec): 3 clusters
  Score: Raw -2879628.427940 + Penalty 4934.863201 = -2874693.564739
  nChanged 372
		SP:Iteration 18Q (4507.840000 sec): 3 clusters
  Score: Raw -2880004.691336 + Penalty 4934.863201 = -2875069.828136
  nChanged 248
		SP:Iteration 19Q (4507.910000 sec): 3 clusters
  Score: Raw -2880241.248856 + Penalty 4934.863201 = -2875306.385656
  nChanged 152
		SP:Iteration 20F (4507.980000 sec): 3 clusters
  Score: Raw -2880587.595740 + Penalty 4934.863201 = -2875652.732539
  nChanged 135
		SP:Iteration 21Q (4508.050000 sec): 3 clusters
  Score: Raw -2880829.125181 + Penalty 4934.863201 = -2875894.261981
  nChanged 98
		SP:Iteration 22Q (4508.110000 sec): 3 clusters
  Score: Raw -2880916.148792 + Penalty 4934.863201 = -2875981.285591
  nChanged 41
		SP:Iteration 23Q (4508.170000 sec): 3 clusters
  Score: Raw -2880939.497578 + Penalty 4934.863201 = -2876004.634377
  nChanged 16
		SP:Iteration 24Q (4508.240000 sec): 3 clusters
  Score: Raw -2880944.674110 + Penalty 4934.863201 = -2876009.810909
  nChanged 6
		SP:Iteration 25Q (4508.300000 sec): 3 clusters
  Score: Raw -2880947.160815 + Penalty 4934.863201 = -2876012.297615
  nChanged 2
		SP:Iteration 26Q (4508.360000 sec): 3 clusters
  Score: Raw -2880947.673901 + Penalty 4934.863201 = -2876012.810701
  nChanged 0
		SP:Iteration 27F (4508.440000 sec): 3 clusters
  Score: Raw -2880947.673901 + Penalty 4934.863201 = -2876012.810701
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 27.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4508.460000 sec): 2 clusters
  Score: Raw -466550.775029 + Penalty 2004.588940 = -464546.186090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4508.470000 sec): 3 clusters
  Score: Raw -465126.629450 + Penalty 4009.177880 = -461117.451570
  nChanged 1146
		SP:Iteration 1F (4508.480000 sec): 3 clusters
  Score: Raw -465824.398498 + Penalty 4009.177880 = -461815.220618
  nChanged 232
		SP:Iteration 2F (4508.500000 sec): 3 clusters
  Score: Raw -465989.938552 + Penalty 4009.177880 = -461980.760672
  nChanged 157
		SP:Iteration 3Q (4508.510000 sec): 3 clusters
  Score: Raw -466095.243594 + Penalty 4009.177880 = -462086.065714
  nChanged 108
		SP:Iteration 4Q (4508.520000 sec): 3 clusters
  Score: Raw -466149.299564 + Penalty 4009.177880 = -462140.121684
  nChanged 69
		SP:Iteration 5Q (4508.530000 sec): 3 clusters
  Score: Raw -466182.818068 + Penalty 4009.177880 = -462173.640188
  nChanged 50
		SP:Iteration 6Q (4508.540000 sec): 3 clusters
  Score: Raw -466204.429770 + Penalty 4009.177880 = -462195.251890
  nChanged 34
		SP:Iteration 7Q (4508.560000 sec): 3 clusters
  Score: Raw -466219.415080 + Penalty 4009.177880 = -462210.237201
  nChanged 32
		SP:Iteration 8Q (4508.570000 sec): 3 clusters
  Score: Raw -466238.375634 + Penalty 4009.177880 = -462229.197754
  nChanged 36
		SP:Iteration 9Q (4508.580000 sec): 3 clusters
  Score: Raw -466263.477177 + Penalty 4009.177880 = -462254.299297
  nChanged 51
		SP:Iteration 10Q (4508.590000 sec): 3 clusters
  Score: Raw -466293.267176 + Penalty 4009.177880 = -462284.089296
  nChanged 56
		SP:Iteration 11Q (4508.600000 sec): 3 clusters
  Score: Raw -466323.351133 + Penalty 4009.177880 = -462314.173253
  nChanged 44
		SP:Iteration 12Q (4508.610000 sec): 3 clusters
  Score: Raw -466345.421639 + Penalty 4009.177880 = -462336.243760
  nChanged 37
		SP:Iteration 13Q (4508.620000 sec): 3 clusters
  Score: Raw -466364.585323 + Penalty 4009.177880 = -462355.407443
  nChanged 40
		SP:Iteration 14Q (4508.640000 sec): 3 clusters
  Score: Raw -466388.615680 + Penalty 4009.177880 = -462379.437800
  nChanged 53
		SP:Iteration 15Q (4508.650000 sec): 3 clusters
  Score: Raw -466422.828121 + Penalty 4009.177880 = -462413.650241
  nChanged 72
		SP:Iteration 16Q (4508.660000 sec): 3 clusters
  Score: Raw -466481.899533 + Penalty 4009.177880 = -462472.721653
  nChanged 84
		SP:Iteration 17Q (4508.670000 sec): 3 clusters
  Score: Raw -466557.569306 + Penalty 4009.177880 = -462548.391426
  nChanged 95
		SP:Iteration 18Q (4508.680000 sec): 3 clusters
  Score: Raw -466639.474702 + Penalty 4009.177880 = -462630.296822
  nChanged 100
		SP:Iteration 19Q (4508.700000 sec): 3 clusters
  Score: Raw -466732.858893 + Penalty 4009.177880 = -462723.681013
  nChanged 122
		SP:Iteration 20F (4508.710000 sec): 3 clusters
  Score: Raw -466848.722406 + Penalty 4009.177880 = -462839.544526
  nChanged 121
		SP:Iteration 21Q (4508.720000 sec): 3 clusters
  Score: Raw -467011.675354 + Penalty 4009.177880 = -463002.497475
  nChanged 136
		SP:Iteration 22Q (4508.730000 sec): 3 clusters
  Score: Raw -467156.996816 + Penalty 4009.177880 = -463147.818936
  nChanged 134
		SP:Iteration 23Q (4508.740000 sec): 3 clusters
  Score: Raw -467301.155884 + Penalty 4009.177880 = -463291.978004
  nChanged 93
		SP:Iteration 24Q (4508.750000 sec): 3 clusters
  Score: Raw -467417.126831 + Penalty 4009.177880 = -463407.948951
  nChanged 85
		SP:Iteration 25Q (4508.760000 sec): 3 clusters
  Score: Raw -467525.456169 + Penalty 4009.177880 = -463516.278289
  nChanged 77
		SP:Iteration 26Q (4508.780000 sec): 3 clusters
  Score: Raw -467622.794764 + Penalty 4009.177880 = -463613.616884
  nChanged 85
		SP:Iteration 27Q (4508.790000 sec): 3 clusters
  Score: Raw -467716.502298 + Penalty 4009.177880 = -463707.324418
  nChanged 72
		SP:Iteration 28Q (4508.800000 sec): 3 clusters
  Score: Raw -467800.311005 + Penalty 4009.177880 = -463791.133125
  nChanged 72
		SP:Iteration 29Q (4508.810000 sec): 3 clusters
  Score: Raw -467878.998676 + Penalty 4009.177880 = -463869.820796
  nChanged 58
		SP:Iteration 30Q (4508.820000 sec): 3 clusters
  Score: Raw -467933.513933 + Penalty 4009.177880 = -463924.336054
  nChanged 50
		SP:Iteration 31Q (4508.830000 sec): 3 clusters
  Score: Raw -467973.615561 + Penalty 4009.177880 = -463964.437681
  nChanged 40
		SP:Iteration 32Q (4508.840000 sec): 3 clusters
  Score: Raw -468001.677415 + Penalty 4009.177880 = -463992.499535
  nChanged 33
		SP:Iteration 33Q (4508.850000 sec): 3 clusters
  Score: Raw -468026.464067 + Penalty 4009.177880 = -464017.286187
  nChanged 32
		SP:Iteration 34Q (4508.860000 sec): 3 clusters
  Score: Raw -468044.565690 + Penalty 4009.177880 = -464035.387811
  nChanged 26
		SP:Iteration 35Q (4508.870000 sec): 3 clusters
  Score: Raw -468060.618280 + Penalty 4009.177880 = -464051.440400
  nChanged 27
		SP:Iteration 36Q (4508.880000 sec): 3 clusters
  Score: Raw -468074.377210 + Penalty 4009.177880 = -464065.199331
  nChanged 21
		SP:Iteration 37Q (4508.890000 sec): 3 clusters
  Score: Raw -468083.811018 + Penalty 4009.177880 = -464074.633138
  nChanged 12
		SP:Iteration 38Q (4508.900000 sec): 3 clusters
  Score: Raw -468090.254376 + Penalty 4009.177880 = -464081.076496
  nChanged 12
		SP:Iteration 39Q (4508.910000 sec): 3 clusters
  Score: Raw -468096.066253 + Penalty 4009.177880 = -464086.888373
  nChanged 15
		SP:Iteration 40F (4508.920000 sec): 3 clusters
  Score: Raw -468103.519192 + Penalty 4009.177880 = -464094.341312
  nChanged 15
		SP:Iteration 41Q (4508.930000 sec): 3 clusters
  Score: Raw -468110.549282 + Penalty 4009.177880 = -464101.371403
  nChanged 16
		SP:Iteration 42Q (4508.940000 sec): 3 clusters
  Score: Raw -468118.573037 + Penalty 4009.177880 = -464109.395157
  nChanged 13
		SP:Iteration 43Q (4508.950000 sec): 3 clusters
  Score: Raw -468123.628592 + Penalty 4009.177880 = -464114.450712
  nChanged 13
		SP:Iteration 44Q (4508.960000 sec): 3 clusters
  Score: Raw -468128.932492 + Penalty 4009.177880 = -464119.754612
  nChanged 6
		SP:Iteration 45Q (4508.970000 sec): 3 clusters
  Score: Raw -468130.685380 + Penalty 4009.177880 = -464121.507501
  nChanged 5
		SP:Iteration 46Q (4508.980000 sec): 3 clusters
  Score: Raw -468132.653409 + Penalty 4009.177880 = -464123.475529
  nChanged 8
		SP:Iteration 47Q (4508.990000 sec): 3 clusters
  Score: Raw -468135.319159 + Penalty 4009.177880 = -464126.141279
  nChanged 2
		SP:Iteration 48Q (4509.000000 sec): 3 clusters
  Score: Raw -468135.791604 + Penalty 4009.177880 = -464126.613724
  nChanged 2
		SP:Iteration 49Q (4509.010000 sec): 3 clusters
  Score: Raw -468137.364405 + Penalty 4009.177880 = -464128.186525
  nChanged 2
		SP:Iteration 50Q (4509.020000 sec): 3 clusters
  Score: Raw -468138.521155 + Penalty 4009.177880 = -464129.343276
  nChanged 3
		SP:Iteration 51Q (4509.030000 sec): 3 clusters
  Score: Raw -468139.677625 + Penalty 4009.177880 = -464130.499745
  nChanged 3
		SP:Iteration 52Q (4509.040000 sec): 3 clusters
  Score: Raw -468140.341134 + Penalty 4009.177880 = -464131.163254
  nChanged 0
		SP:Iteration 53F (4509.060000 sec): 3 clusters
  Score: Raw -468140.341134 + Penalty 4009.177880 = -464131.163254
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4509.060000 sec): 2 clusters
  Score: Raw -126649.122636 + Penalty 1674.273164 = -124974.849472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4509.060000 sec): 3 clusters
  Score: Raw -126494.782935 + Penalty 3348.546329 = -123146.236607
  nChanged 183
		SP:Iteration 1F (4509.070000 sec): 3 clusters
  Score: Raw -126722.586382 + Penalty 3348.546329 = -123374.040053
  nChanged 46
		SP:Iteration 2F (4509.070000 sec): 3 clusters
  Score: Raw -126785.704028 + Penalty 3348.546329 = -123437.157699
  nChanged 23
		SP:Iteration 3Q (4509.070000 sec): 3 clusters
  Score: Raw -126824.290567 + Penalty 3348.546329 = -123475.744238
  nChanged 11
		SP:Iteration 4Q (4509.080000 sec): 3 clusters
  Score: Raw -126841.240612 + Penalty 3348.546329 = -123492.694283
  nChanged 9
		SP:Iteration 5Q (4509.080000 sec): 3 clusters
  Score: Raw -126852.010663 + Penalty 3348.546329 = -123503.464335
  nChanged 2
		SP:Iteration 6Q (4509.080000 sec): 3 clusters
  Score: Raw -126854.666692 + Penalty 3348.546329 = -123506.120364
  nChanged 1
		SP:Iteration 7Q (4509.080000 sec): 3 clusters
  Score: Raw -126855.759574 + Penalty 3348.546329 = -123507.213246
  nChanged 1
		SP:Iteration 8Q (4509.090000 sec): 3 clusters
  Score: Raw -126857.445204 + Penalty 3348.546329 = -123508.898876
  nChanged 1
		SP:Iteration 9Q (4509.090000 sec): 3 clusters
  Score: Raw -126858.031440 + Penalty 3348.546329 = -123509.485112
  nChanged 0
		SP:Iteration 10F (4509.100000 sec): 3 clusters
  Score: Raw -126858.031440 + Penalty 3348.546329 = -123509.485112
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (2373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4509.100000 sec): 2 clusters
  Score: Raw -277845.349964 + Penalty 1927.433744 = -275917.916221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4509.110000 sec): 3 clusters
  Score: Raw -277224.194577 + Penalty 3854.867487 = -273369.327090
  nChanged 892
		SP:Iteration 1F (4509.120000 sec): 3 clusters
  Score: Raw -281033.805491 + Penalty 3854.867487 = -277178.938004
  nChanged 365
		SP:Iteration 2F (4509.130000 sec): 3 clusters
  Score: Raw -284455.813033 + Penalty 3854.867487 = -280600.945545
  nChanged 271
		SP:Iteration 3F (4509.140000 sec): 3 clusters
  Score: Raw -286177.106058 + Penalty 3854.867487 = -282322.238571
  nChanged 184
		SP:Iteration 4F (4509.150000 sec): 3 clusters
  Score: Raw -287708.193891 + Penalty 3854.867487 = -283853.326404
  nChanged 110
		SP:Iteration 5Q (4509.150000 sec): 3 clusters
  Score: Raw -289277.133377 + Penalty 3854.867487 = -285422.265890
  nChanged 52
		SP:Iteration 6Q (4509.160000 sec): 3 clusters
  Score: Raw -291087.619053 + Penalty 3854.867487 = -287232.751565
  nChanged 25
		SP:Iteration 7Q (4509.160000 sec): 3 clusters
  Score: Raw -292505.421666 + Penalty 3854.867487 = -288650.554178
  nChanged 21
		SP:Iteration 8Q (4509.170000 sec): 3 clusters
  Score: Raw -292597.613700 + Penalty 3854.867487 = -288742.746212
  nChanged 11
		SP:Iteration 9Q (4509.180000 sec): 3 clusters
  Score: Raw -292654.563336 + Penalty 3854.867487 = -288799.695848
  nChanged 8
		SP:Iteration 10Q (4509.180000 sec): 3 clusters
  Score: Raw -292684.016263 + Penalty 3854.867487 = -288829.148776
  nChanged 3
		SP:Iteration 11Q (4509.190000 sec): 3 clusters
  Score: Raw -292685.445952 + Penalty 3854.867487 = -288830.578465
  nChanged 0
		SP:Iteration 12F (4509.200000 sec): 3 clusters
  Score: Raw -292924.836876 + Penalty 3854.867487 = -289069.969389
  nChanged 62
		SP:Iteration 13Q (4509.200000 sec): 3 clusters
  Score: Raw -293615.500036 + Penalty 3854.867487 = -289760.632549
  nChanged 38
		SP:Iteration 14Q (4509.210000 sec): 3 clusters
  Score: Raw -293955.172244 + Penalty 3854.867487 = -290100.304757
  nChanged 6
		SP:Iteration 15Q (4509.220000 sec): 3 clusters
  Score: Raw -293987.988425 + Penalty 3854.867487 = -290133.120938
  nChanged 2
		SP:Iteration 16Q (4509.220000 sec): 3 clusters
  Score: Raw -293990.785147 + Penalty 3854.867487 = -290135.917660
  nChanged 0
		SP:Iteration 17F (4509.230000 sec): 3 clusters
  Score: Raw -294028.011367 + Penalty 3854.867487 = -290173.143880
  nChanged 10
		SP:Iteration 18Q (4509.240000 sec): 3 clusters
  Score: Raw -294095.102583 + Penalty 3854.867487 = -290240.235096
  nChanged 12
		SP:Iteration 19Q (4509.240000 sec): 3 clusters
  Score: Raw -294213.818689 + Penalty 3854.867487 = -290358.951201
  nChanged 11
		SP:Iteration 20F (4509.250000 sec): 3 clusters
  Score: Raw -294478.273308 + Penalty 3854.867487 = -290623.405821
  nChanged 31
		SP:Iteration 21Q (4509.260000 sec): 3 clusters
  Score: Raw -295546.755419 + Penalty 3854.867487 = -291691.887932
  nChanged 9
		SP:Iteration 22Q (4509.260000 sec): 3 clusters
  Score: Raw -297202.760678 + Penalty 3854.867487 = -293347.893190
  nChanged 0
		SP:Iteration 23F (4509.270000 sec): 3 clusters
  Score: Raw -297202.760678 + Penalty 3854.867487 = -293347.893190
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 28.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4509.320000 sec): 2 clusters
  Score: Raw -1987856.734643 + Penalty 2355.484765 = -1985501.249878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4509.370000 sec): 3 clusters
  Score: Raw -1980571.747515 + Penalty 4710.969530 = -1975860.777985
  nChanged 5577
		SP:Iteration 1F (4509.420000 sec): 3 clusters
  Score: Raw -1983489.497657 + Penalty 4710.969530 = -1978778.528127
  nChanged 791
		SP:Iteration 2F (4509.470000 sec): 3 clusters
  Score: Raw -1983805.365909 + Penalty 4710.969530 = -1979094.396379
  nChanged 597
		SP:Iteration 3Q (4509.520000 sec): 3 clusters
  Score: Raw -1984013.286099 + Penalty 4710.969530 = -1979302.316570
  nChanged 481
		SP:Iteration 4Q (4509.570000 sec): 3 clusters
  Score: Raw -1984173.969729 + Penalty 4710.969530 = -1979463.000199
  nChanged 467
		SP:Iteration 5Q (4509.620000 sec): 3 clusters
  Score: Raw -1984341.954729 + Penalty 4710.969530 = -1979630.985199
  nChanged 419
		SP:Iteration 6Q (4509.660000 sec): 3 clusters
  Score: Raw -1984497.918945 + Penalty 4710.969530 = -1979786.949415
  nChanged 415
		SP:Iteration 7Q (4509.720000 sec): 3 clusters
  Score: Raw -1984665.366280 + Penalty 4710.969530 = -1979954.396751
  nChanged 463
		SP:Iteration 8Q (4509.760000 sec): 3 clusters
  Score: Raw -1984865.946054 + Penalty 4710.969530 = -1980154.976524
  nChanged 497
		SP:Iteration 9Q (4509.810000 sec): 3 clusters
  Score: Raw -1985125.681780 + Penalty 4710.969530 = -1980414.712250
  nChanged 584
		SP:Iteration 10Q (4509.860000 sec): 3 clusters
  Score: Raw -1985473.917757 + Penalty 4710.969530 = -1980762.948227
  nChanged 638
		SP:Iteration 11Q (4509.910000 sec): 3 clusters
  Score: Raw -1985936.530029 + Penalty 4710.969530 = -1981225.560499
  nChanged 676
		SP:Iteration 12F (4509.960000 sec): 3 clusters
  Score: Raw -1986482.763795 + Penalty 4710.969530 = -1981771.794265
  nChanged 601
		SP:Iteration 13Q (4510.010000 sec): 3 clusters
  Score: Raw -1986983.855314 + Penalty 4710.969530 = -1982272.885784
  nChanged 462
		SP:Iteration 14Q (4510.060000 sec): 3 clusters
  Score: Raw -1987397.584950 + Penalty 4710.969530 = -1982686.615420
  nChanged 291
		SP:Iteration 15Q (4510.100000 sec): 3 clusters
  Score: Raw -1987649.635440 + Penalty 4710.969530 = -1982938.665910
  nChanged 176
		SP:Iteration 16Q (4510.140000 sec): 3 clusters
  Score: Raw -1987803.689215 + Penalty 4710.969530 = -1983092.719685
  nChanged 118
		SP:Iteration 17Q (4510.180000 sec): 3 clusters
  Score: Raw -1987906.056644 + Penalty 4710.969530 = -1983195.087115
  nChanged 75
		SP:Iteration 18Q (4510.220000 sec): 3 clusters
  Score: Raw -1987971.800969 + Penalty 4710.969530 = -1983260.831439
  nChanged 56
		SP:Iteration 19Q (4510.260000 sec): 3 clusters
  Score: Raw -1988021.940244 + Penalty 4710.969530 = -1983310.970714
  nChanged 35
		SP:Iteration 20F (4510.310000 sec): 3 clusters
  Score: Raw -1988059.435864 + Penalty 4710.969530 = -1983348.466334
  nChanged 33
		SP:Iteration 21Q (4510.350000 sec): 3 clusters
  Score: Raw -1988091.111348 + Penalty 4710.969530 = -1983380.141818
  nChanged 20
		SP:Iteration 22Q (4510.390000 sec): 3 clusters
  Score: Raw -1988111.207632 + Penalty 4710.969530 = -1983400.238102
  nChanged 11
		SP:Iteration 23Q (4510.420000 sec): 3 clusters
  Score: Raw -1988120.546764 + Penalty 4710.969530 = -1983409.577234
  nChanged 9
		SP:Iteration 24Q (4510.460000 sec): 3 clusters
  Score: Raw -1988127.610384 + Penalty 4710.969530 = -1983416.640854
  nChanged 9
		SP:Iteration 25Q (4510.500000 sec): 3 clusters
  Score: Raw -1988135.546939 + Penalty 4710.969530 = -1983424.577409
  nChanged 7
		SP:Iteration 26Q (4510.540000 sec): 3 clusters
  Score: Raw -1988142.627573 + Penalty 4710.969530 = -1983431.658043
  nChanged 7
		SP:Iteration 27Q (4510.580000 sec): 3 clusters
  Score: Raw -1988148.085652 + Penalty 4710.969530 = -1983437.116122
  nChanged 3
		SP:Iteration 28Q (4510.610000 sec): 3 clusters
  Score: Raw -1988151.242547 + Penalty 4710.969530 = -1983440.273017
  nChanged 6
		SP:Iteration 29Q (4510.650000 sec): 3 clusters
  Score: Raw -1988157.369879 + Penalty 4710.969530 = -1983446.400349
  nChanged 6
		SP:Iteration 30Q (4510.690000 sec): 3 clusters
  Score: Raw -1988163.990345 + Penalty 4710.969530 = -1983453.020815
  nChanged 5
		SP:Iteration 31Q (4510.720000 sec): 3 clusters
  Score: Raw -1988168.379089 + Penalty 4710.969530 = -1983457.409559
  nChanged 5
		SP:Iteration 32Q (4510.760000 sec): 3 clusters
  Score: Raw -1988173.056232 + Penalty 4710.969530 = -1983462.086702
  nChanged 4
		SP:Iteration 33Q (4510.800000 sec): 3 clusters
  Score: Raw -1988175.162936 + Penalty 4710.969530 = -1983464.193406
  nChanged 1
		SP:Iteration 34Q (4510.840000 sec): 3 clusters
  Score: Raw -1988176.215263 + Penalty 4710.969530 = -1983465.245733
  nChanged 1
		SP:Iteration 35Q (4510.870000 sec): 3 clusters
  Score: Raw -1988176.886167 + Penalty 4710.969530 = -1983465.916637
  nChanged 2
		SP:Iteration 36Q (4510.910000 sec): 3 clusters
  Score: Raw -1988178.046397 + Penalty 4710.969530 = -1983467.076867
  nChanged 1
		SP:Iteration 37Q (4510.940000 sec): 3 clusters
  Score: Raw -1988179.057734 + Penalty 4710.969530 = -1983468.088204
  nChanged 0
		SP:Iteration 38F (4510.990000 sec): 3 clusters
  Score: Raw -1988179.057734 + Penalty 4710.969530 = -1983468.088204
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4511.230000 sec): 2 clusters
  Score: Raw -10134667.084527 + Penalty 2764.214698 = -10131902.869828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4511.500000 sec): 3 clusters
  Score: Raw -10090962.569994 + Penalty 5528.429397 = -10085434.140597
  nChanged 32448
		SP:Iteration 1F (4511.760000 sec): 3 clusters
  Score: Raw -10109324.193396 + Penalty 5528.429397 = -10103795.763999
  nChanged 2748
		SP:Iteration 2Q (4512.040000 sec): 3 clusters
  Score: Raw -10110152.741625 + Penalty 5528.429397 = -10104624.312228
  nChanged 2932
		SP:Iteration 3Q (4512.310000 sec): 3 clusters
  Score: Raw -10111181.079857 + Penalty 5528.429397 = -10105652.650460
  nChanged 3431
		SP:Iteration 4Q (4512.590000 sec): 3 clusters
  Score: Raw -10112727.082472 + Penalty 5528.429397 = -10107198.653075
  nChanged 4373
		SP:Iteration 5F (4512.860000 sec): 3 clusters
  Score: Raw -10115300.738314 + Penalty 5528.429397 = -10109772.308917
  nChanged 5267
		SP:Iteration 6F (4513.120000 sec): 3 clusters
  Score: Raw -10119168.545982 + Penalty 5528.429397 = -10113640.116585
  nChanged 5695
		SP:Iteration 7F (4513.390000 sec): 3 clusters
  Score: Raw -10124129.253058 + Penalty 5528.429397 = -10118600.823661
  nChanged 5072
		SP:Iteration 8F (4513.650000 sec): 3 clusters
  Score: Raw -10128909.051656 + Penalty 5528.429397 = -10123380.622259
  nChanged 3448
		SP:Iteration 9Q (4513.920000 sec): 3 clusters
  Score: Raw -10132218.486967 + Penalty 5528.429397 = -10126690.057570
  nChanged 1713
		SP:Iteration 10Q (4514.170000 sec): 3 clusters
  Score: Raw -10133851.052739 + Penalty 5528.429397 = -10128322.623342
  nChanged 674
		SP:Iteration 11Q (4514.400000 sec): 3 clusters
  Score: Raw -10134521.670844 + Penalty 5528.429397 = -10128993.241447
  nChanged 205
		SP:Iteration 12Q (4514.610000 sec): 3 clusters
  Score: Raw -10134760.300084 + Penalty 5528.429397 = -10129231.870687
  nChanged 78
		SP:Iteration 13Q (4514.800000 sec): 3 clusters
  Score: Raw -10134853.927558 + Penalty 5528.429397 = -10129325.498161
  nChanged 34
		SP:Iteration 14Q (4514.990000 sec): 3 clusters
  Score: Raw -10134893.480930 + Penalty 5528.429397 = -10129365.051533
  nChanged 15
		SP:Iteration 15Q (4515.180000 sec): 3 clusters
  Score: Raw -10134917.154391 + Penalty 5528.429397 = -10129388.724994
  nChanged 6
		SP:Iteration 16Q (4515.370000 sec): 3 clusters
  Score: Raw -10134926.019097 + Penalty 5528.429397 = -10129397.589700
  nChanged 3
		SP:Iteration 17Q (4515.560000 sec): 3 clusters
  Score: Raw -10134928.998549 + Penalty 5528.429397 = -10129400.569152
  nChanged 0
		SP:Iteration 18F (4515.820000 sec): 3 clusters
  Score: Raw -10134928.998549 + Penalty 5528.429397 = -10129400.569152
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4515.870000 sec): 2 clusters
  Score: Raw -399260.942950 + Penalty 1970.146098 = -397290.796853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4515.880000 sec): 3 clusters
  Score: Raw -398107.885620 + Penalty 3940.292196 = -394167.593425
  nChanged 958
		SP:Iteration 1F (4515.890000 sec): 3 clusters
  Score: Raw -398689.485599 + Penalty 3940.292196 = -394749.193403
  nChanged 179
		SP:Iteration 2F (4515.900000 sec): 3 clusters
  Score: Raw -398818.322298 + Penalty 3940.292196 = -394878.030102
  nChanged 102
		SP:Iteration 3Q (4515.910000 sec): 3 clusters
  Score: Raw -398885.250442 + Penalty 3940.292196 = -394944.958246
  nChanged 87
		SP:Iteration 4Q (4515.920000 sec): 3 clusters
  Score: Raw -398944.651199 + Penalty 3940.292196 = -395004.359003
  nChanged 76
		SP:Iteration 5Q (4515.930000 sec): 3 clusters
  Score: Raw -399013.203215 + Penalty 3940.292196 = -395072.911019
  nChanged 60
		SP:Iteration 6Q (4515.940000 sec): 3 clusters
  Score: Raw -399061.414474 + Penalty 3940.292196 = -395121.122278
  nChanged 53
		SP:Iteration 7Q (4515.950000 sec): 3 clusters
  Score: Raw -399099.795109 + Penalty 3940.292196 = -395159.502913
  nChanged 50
		SP:Iteration 8Q (4515.960000 sec): 3 clusters
  Score: Raw -399124.841277 + Penalty 3940.292196 = -395184.549082
  nChanged 29
		SP:Iteration 9Q (4515.970000 sec): 3 clusters
  Score: Raw -399142.723661 + Penalty 3940.292196 = -395202.431466
  nChanged 30
		SP:Iteration 10Q (4515.980000 sec): 3 clusters
  Score: Raw -399161.349600 + Penalty 3940.292196 = -395221.057404
  nChanged 25
		SP:Iteration 11Q (4515.990000 sec): 3 clusters
  Score: Raw -399175.442753 + Penalty 3940.292196 = -395235.150558
  nChanged 22
		SP:Iteration 12Q (4516.000000 sec): 3 clusters
  Score: Raw -399185.146677 + Penalty 3940.292196 = -395244.854482
  nChanged 11
		SP:Iteration 13Q (4516.010000 sec): 3 clusters
  Score: Raw -399189.299163 + Penalty 3940.292196 = -395249.006967
  nChanged 8
		SP:Iteration 14Q (4516.020000 sec): 3 clusters
  Score: Raw -399191.958685 + Penalty 3940.292196 = -395251.666490
  nChanged 3
		SP:Iteration 15Q (4516.030000 sec): 3 clusters
  Score: Raw -399193.267527 + Penalty 3940.292196 = -395252.975331
  nChanged 3
		SP:Iteration 16Q (4516.040000 sec): 3 clusters
  Score: Raw -399194.233029 + Penalty 3940.292196 = -395253.940834
  nChanged 2
		SP:Iteration 17Q (4516.050000 sec): 3 clusters
  Score: Raw -399194.965772 + Penalty 3940.292196 = -395254.673577
  nChanged 3
		SP:Iteration 18Q (4516.060000 sec): 3 clusters
  Score: Raw -399195.429793 + Penalty 3940.292196 = -395255.137598
  nChanged 2
		SP:Iteration 19Q (4516.070000 sec): 3 clusters
  Score: Raw -399196.487189 + Penalty 3940.292196 = -395256.194994
  nChanged 5
		SP:Iteration 20F (4516.080000 sec): 3 clusters
  Score: Raw -399198.785175 + Penalty 3940.292196 = -395258.492979
  nChanged 4
		SP:Iteration 21Q (4516.090000 sec): 3 clusters
  Score: Raw -399200.224530 + Penalty 3940.292196 = -395259.932334
  nChanged 2
		SP:Iteration 22Q (4516.100000 sec): 3 clusters
  Score: Raw -399200.857592 + Penalty 3940.292196 = -395260.565396
  nChanged 1
		SP:Iteration 23Q (4516.120000 sec): 3 clusters
  Score: Raw -399201.181856 + Penalty 3940.292196 = -395260.889661
  nChanged 0
		SP:Iteration 24F (4516.120000 sec): 3 clusters
  Score: Raw -399201.181856 + Penalty 3940.292196 = -395260.889661
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4516.130000 sec): 2 clusters
  Score: Raw -169290.392425 + Penalty 1747.352591 = -167543.039834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4516.140000 sec): 3 clusters
  Score: Raw -168962.277559 + Penalty 3494.705182 = -165467.572377
  nChanged 333
		SP:Iteration 1F (4516.140000 sec): 3 clusters
  Score: Raw -169274.511416 + Penalty 3494.705182 = -165779.806234
  nChanged 68
		SP:Iteration 2F (4516.140000 sec): 3 clusters
  Score: Raw -169350.402985 + Penalty 3494.705182 = -165855.697802
  nChanged 35
		SP:Iteration 3Q (4516.150000 sec): 3 clusters
  Score: Raw -169401.691568 + Penalty 3494.705182 = -165906.986386
  nChanged 27
		SP:Iteration 4Q (4516.150000 sec): 3 clusters
  Score: Raw -169434.697753 + Penalty 3494.705182 = -165939.992571
  nChanged 15
		SP:Iteration 5Q (4516.160000 sec): 3 clusters
  Score: Raw -169453.257785 + Penalty 3494.705182 = -165958.552603
  nChanged 12
		SP:Iteration 6Q (4516.160000 sec): 3 clusters
  Score: Raw -169466.116174 + Penalty 3494.705182 = -165971.410992
  nChanged 11
		SP:Iteration 7Q (4516.160000 sec): 3 clusters
  Score: Raw -169477.278148 + Penalty 3494.705182 = -165982.572966
  nChanged 6
		SP:Iteration 8Q (4516.170000 sec): 3 clusters
  Score: Raw -169483.301837 + Penalty 3494.705182 = -165988.596655
  nChanged 3
		SP:Iteration 9Q (4516.170000 sec): 3 clusters
  Score: Raw -169485.437468 + Penalty 3494.705182 = -165990.732286
  nChanged 1
		SP:Iteration 10Q (4516.180000 sec): 3 clusters
  Score: Raw -169485.861716 + Penalty 3494.705182 = -165991.156534
  nChanged 1
		SP:Iteration 11Q (4516.180000 sec): 3 clusters
  Score: Raw -169486.347307 + Penalty 3494.705182 = -165991.642125
  nChanged 1
		SP:Iteration 12Q (4516.180000 sec): 3 clusters
  Score: Raw -169487.592295 + Penalty 3494.705182 = -165992.887113
  nChanged 1
		SP:Iteration 13Q (4516.190000 sec): 3 clusters
  Score: Raw -169488.324907 + Penalty 3494.705182 = -165993.619724
  nChanged 1
		SP:Iteration 14Q (4516.190000 sec): 3 clusters
  Score: Raw -169488.752879 + Penalty 3494.705182 = -165994.047697
  nChanged 0
		SP:Iteration 15F (4516.200000 sec): 3 clusters
  Score: Raw -169488.752879 + Penalty 3494.705182 = -165994.047697
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4516.200000 sec): 2 clusters
  Score: Raw -262709.167841 + Penalty 1870.205809 = -260838.962032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4516.210000 sec): 3 clusters
  Score: Raw -262251.210727 + Penalty 3740.411618 = -258510.799110
  nChanged 619
		SP:Iteration 1F (4516.220000 sec): 3 clusters
  Score: Raw -263162.517191 + Penalty 3740.411618 = -259422.105574
  nChanged 259
		SP:Iteration 2F (4516.220000 sec): 3 clusters
  Score: Raw -263721.415909 + Penalty 3740.411618 = -259981.004291
  nChanged 189
		SP:Iteration 3F (4516.230000 sec): 3 clusters
  Score: Raw -264042.867809 + Penalty 3740.411618 = -260302.456191
  nChanged 108
		SP:Iteration 4F (4516.240000 sec): 3 clusters
  Score: Raw -264228.807197 + Penalty 3740.411618 = -260488.395579
  nChanged 64
		SP:Iteration 5Q (4516.240000 sec): 3 clusters
  Score: Raw -264332.331203 + Penalty 3740.411618 = -260591.919585
  nChanged 38
		SP:Iteration 6Q (4516.250000 sec): 3 clusters
  Score: Raw -264392.618658 + Penalty 3740.411618 = -260652.207041
  nChanged 13
		SP:Iteration 7Q (4516.260000 sec): 3 clusters
  Score: Raw -264412.583402 + Penalty 3740.411618 = -260672.171784
  nChanged 14
		SP:Iteration 8Q (4516.260000 sec): 3 clusters
  Score: Raw -264436.119709 + Penalty 3740.411618 = -260695.708091
  nChanged 7
		SP:Iteration 9Q (4516.270000 sec): 3 clusters
  Score: Raw -264444.302805 + Penalty 3740.411618 = -260703.891187
  nChanged 6
		SP:Iteration 10Q (4516.270000 sec): 3 clusters
  Score: Raw -264448.373853 + Penalty 3740.411618 = -260707.962235
  nChanged 4
		SP:Iteration 11Q (4516.280000 sec): 3 clusters
  Score: Raw -264452.767153 + Penalty 3740.411618 = -260712.355535
  nChanged 2
		SP:Iteration 12Q (4516.280000 sec): 3 clusters
  Score: Raw -264454.422847 + Penalty 3740.411618 = -260714.011229
  nChanged 1
		SP:Iteration 13Q (4516.290000 sec): 3 clusters
  Score: Raw -264456.485695 + Penalty 3740.411618 = -260716.074077
  nChanged 4
		SP:Iteration 14Q (4516.300000 sec): 3 clusters
  Score: Raw -264462.668898 + Penalty 3740.411618 = -260722.257280
  nChanged 4
		SP:Iteration 15Q (4516.300000 sec): 3 clusters
  Score: Raw -264466.852509 + Penalty 3740.411618 = -260726.440891
  nChanged 0
		SP:Iteration 16F (4516.310000 sec): 3 clusters
  Score: Raw -264466.852509 + Penalty 3740.411618 = -260726.440891
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (14119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4516.360000 sec): 2 clusters
  Score: Raw -2152044.699551 + Penalty 2369.708618 = -2149674.990933
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4516.410000 sec): 3 clusters
  Score: Raw -2144059.649413 + Penalty 4739.417237 = -2139320.232176
  nChanged 6052
		SP:Iteration 1F (4516.460000 sec): 3 clusters
  Score: Raw -2147143.773670 + Penalty 4739.417237 = -2142404.356434
  nChanged 738
		SP:Iteration 2F (4516.520000 sec): 3 clusters
  Score: Raw -2147421.041297 + Penalty 4739.417237 = -2142681.624060
  nChanged 632
		SP:Iteration 3Q (4516.570000 sec): 3 clusters
  Score: Raw -2147640.141404 + Penalty 4739.417237 = -2142900.724167
  nChanged 553
		SP:Iteration 4Q (4516.620000 sec): 3 clusters
  Score: Raw -2147819.651867 + Penalty 4739.417237 = -2143080.234630
  nChanged 501
		SP:Iteration 5Q (4516.670000 sec): 3 clusters
  Score: Raw -2147985.674952 + Penalty 4739.417237 = -2143246.257716
  nChanged 454
		SP:Iteration 6Q (4516.720000 sec): 3 clusters
  Score: Raw -2148142.345449 + Penalty 4739.417237 = -2143402.928213
  nChanged 432
		SP:Iteration 7Q (4516.780000 sec): 3 clusters
  Score: Raw -2148295.321772 + Penalty 4739.417237 = -2143555.904535
  nChanged 434
		SP:Iteration 8Q (4516.830000 sec): 3 clusters
  Score: Raw -2148455.341447 + Penalty 4739.417237 = -2143715.924210
  nChanged 427
		SP:Iteration 9Q (4516.880000 sec): 3 clusters
  Score: Raw -2148638.284381 + Penalty 4739.417237 = -2143898.867144
  nChanged 513
		SP:Iteration 10Q (4516.930000 sec): 3 clusters
  Score: Raw -2148883.179293 + Penalty 4739.417237 = -2144143.762056
  nChanged 597
		SP:Iteration 11Q (4516.980000 sec): 3 clusters
  Score: Raw -2149221.391557 + Penalty 4739.417237 = -2144481.974320
  nChanged 661
		SP:Iteration 12Q (4517.040000 sec): 3 clusters
  Score: Raw -2149662.786635 + Penalty 4739.417237 = -2144923.369398
  nChanged 731
		SP:Iteration 13F (4517.090000 sec): 3 clusters
  Score: Raw -2150237.570133 + Penalty 4739.417237 = -2145498.152896
  nChanged 715
		SP:Iteration 14F (4517.140000 sec): 3 clusters
  Score: Raw -2150856.239905 + Penalty 4739.417237 = -2146116.822669
  nChanged 601
		SP:Iteration 15Q (4517.190000 sec): 3 clusters
  Score: Raw -2151393.609716 + Penalty 4739.417237 = -2146654.192479
  nChanged 469
		SP:Iteration 16Q (4517.240000 sec): 3 clusters
  Score: Raw -2151801.922994 + Penalty 4739.417237 = -2147062.505757
  nChanged 326
		SP:Iteration 17Q (4517.290000 sec): 3 clusters
  Score: Raw -2152053.100525 + Penalty 4739.417237 = -2147313.683288
  nChanged 209
		SP:Iteration 18Q (4517.330000 sec): 3 clusters
  Score: Raw -2152220.186716 + Penalty 4739.417237 = -2147480.769480
  nChanged 131
		SP:Iteration 19Q (4517.380000 sec): 3 clusters
  Score: Raw -2152311.061250 + Penalty 4739.417237 = -2147571.644014
  nChanged 81
		SP:Iteration 20F (4517.430000 sec): 3 clusters
  Score: Raw -2152373.856914 + Penalty 4739.417237 = -2147634.439677
  nChanged 54
		SP:Iteration 21Q (4517.470000 sec): 3 clusters
  Score: Raw -2152412.172615 + Penalty 4739.417237 = -2147672.755378
  nChanged 29
		SP:Iteration 22Q (4517.520000 sec): 3 clusters
  Score: Raw -2152432.124557 + Penalty 4739.417237 = -2147692.707320
  nChanged 30
		SP:Iteration 23Q (4517.560000 sec): 3 clusters
  Score: Raw -2152452.672722 + Penalty 4739.417237 = -2147713.255485
  nChanged 18
		SP:Iteration 24Q (4517.600000 sec): 3 clusters
  Score: Raw -2152466.179837 + Penalty 4739.417237 = -2147726.762600
  nChanged 15
		SP:Iteration 25Q (4517.640000 sec): 3 clusters
  Score: Raw -2152476.132340 + Penalty 4739.417237 = -2147736.715104
  nChanged 16
		SP:Iteration 26Q (4517.680000 sec): 3 clusters
  Score: Raw -2152488.903870 + Penalty 4739.417237 = -2147749.486633
  nChanged 13
		SP:Iteration 27Q (4517.720000 sec): 3 clusters
  Score: Raw -2152496.475543 + Penalty 4739.417237 = -2147757.058306
  nChanged 12
		SP:Iteration 28Q (4517.760000 sec): 3 clusters
  Score: Raw -2152503.325612 + Penalty 4739.417237 = -2147763.908375
  nChanged 6
		SP:Iteration 29Q (4517.800000 sec): 3 clusters
  Score: Raw -2152506.906843 + Penalty 4739.417237 = -2147767.489607
  nChanged 6
		SP:Iteration 30Q (4517.840000 sec): 3 clusters
  Score: Raw -2152511.633418 + Penalty 4739.417237 = -2147772.216182
  nChanged 3
		SP:Iteration 31Q (4517.880000 sec): 3 clusters
  Score: Raw -2152513.525135 + Penalty 4739.417237 = -2147774.107899
  nChanged 1
		SP:Iteration 32Q (4517.920000 sec): 3 clusters
  Score: Raw -2152513.799544 + Penalty 4739.417237 = -2147774.382307
  nChanged 0
		SP:Iteration 33F (4517.970000 sec): 3 clusters
  Score: Raw -2152513.799544 + Penalty 4739.417237 = -2147774.382307
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4518.020000 sec): 2 clusters
  Score: Raw -1978234.382382 + Penalty 2368.670113 = -1975865.712269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4518.070000 sec): 3 clusters
  Score: Raw -1970379.798640 + Penalty 4737.340226 = -1965642.458414
  nChanged 6006
		SP:Iteration 1F (4518.120000 sec): 3 clusters
  Score: Raw -1973560.098660 + Penalty 4737.340226 = -1968822.758434
  nChanged 900
		SP:Iteration 2F (4518.180000 sec): 3 clusters
  Score: Raw -1973992.043187 + Penalty 4737.340226 = -1969254.702961
  nChanged 746
		SP:Iteration 3F (4518.230000 sec): 3 clusters
  Score: Raw -1974306.082431 + Penalty 4737.340226 = -1969568.742205
  nChanged 656
		SP:Iteration 4Q (4518.280000 sec): 3 clusters
  Score: Raw -1974615.696689 + Penalty 4737.340226 = -1969878.356463
  nChanged 670
		SP:Iteration 5Q (4518.330000 sec): 3 clusters
  Score: Raw -1974990.974845 + Penalty 4737.340226 = -1970253.634619
  nChanged 701
		SP:Iteration 6Q (4518.380000 sec): 3 clusters
  Score: Raw -1975429.593822 + Penalty 4737.340226 = -1970692.253596
  nChanged 735
		SP:Iteration 7F (4518.440000 sec): 3 clusters
  Score: Raw -1975933.439908 + Penalty 4737.340226 = -1971196.099682
  nChanged 722
		SP:Iteration 8F (4518.490000 sec): 3 clusters
  Score: Raw -1976434.143002 + Penalty 4737.340226 = -1971696.802776
  nChanged 643
		SP:Iteration 9Q (4518.540000 sec): 3 clusters
  Score: Raw -1976869.219056 + Penalty 4737.340226 = -1972131.878830
  nChanged 552
		SP:Iteration 10Q (4518.590000 sec): 3 clusters
  Score: Raw -1977236.061655 + Penalty 4737.340226 = -1972498.721429
  nChanged 468
		SP:Iteration 11Q (4518.650000 sec): 3 clusters
  Score: Raw -1977516.195754 + Penalty 4737.340226 = -1972778.855528
  nChanged 390
		SP:Iteration 12Q (4518.690000 sec): 3 clusters
  Score: Raw -1977795.185855 + Penalty 4737.340226 = -1973057.845629
  nChanged 346
		SP:Iteration 13Q (4518.750000 sec): 3 clusters
  Score: Raw -1978027.938274 + Penalty 4737.340226 = -1973290.598048
  nChanged 286
		SP:Iteration 14Q (4518.790000 sec): 3 clusters
  Score: Raw -1978205.728762 + Penalty 4737.340226 = -1973468.388536
  nChanged 224
		SP:Iteration 15Q (4518.840000 sec): 3 clusters
  Score: Raw -1978318.525213 + Penalty 4737.340226 = -1973581.184987
  nChanged 147
		SP:Iteration 16Q (4518.890000 sec): 3 clusters
  Score: Raw -1978389.942041 + Penalty 4737.340226 = -1973652.601815
  nChanged 135
		SP:Iteration 17Q (4518.930000 sec): 3 clusters
  Score: Raw -1978449.611849 + Penalty 4737.340226 = -1973712.271623
  nChanged 127
		SP:Iteration 18Q (4518.980000 sec): 3 clusters
  Score: Raw -1978501.824597 + Penalty 4737.340226 = -1973764.484371
  nChanged 87
		SP:Iteration 19Q (4519.030000 sec): 3 clusters
  Score: Raw -1978533.687437 + Penalty 4737.340226 = -1973796.347211
  nChanged 69
		SP:Iteration 20F (4519.080000 sec): 3 clusters
  Score: Raw -1978555.275417 + Penalty 4737.340226 = -1973817.935191
  nChanged 57
		SP:Iteration 21Q (4519.130000 sec): 3 clusters
  Score: Raw -1978574.048599 + Penalty 4737.340226 = -1973836.708372
  nChanged 60
		SP:Iteration 22Q (4519.170000 sec): 3 clusters
  Score: Raw -1978595.229343 + Penalty 4737.340226 = -1973857.889117
  nChanged 57
		SP:Iteration 23Q (4519.210000 sec): 3 clusters
  Score: Raw -1978612.942372 + Penalty 4737.340226 = -1973875.602146
  nChanged 47
		SP:Iteration 24Q (4519.260000 sec): 3 clusters
  Score: Raw -1978623.774842 + Penalty 4737.340226 = -1973886.434616
  nChanged 29
		SP:Iteration 25Q (4519.310000 sec): 3 clusters
  Score: Raw -1978629.758920 + Penalty 4737.340226 = -1973892.418694
  nChanged 24
		SP:Iteration 26Q (4519.350000 sec): 3 clusters
  Score: Raw -1978633.616064 + Penalty 4737.340226 = -1973896.275838
  nChanged 11
		SP:Iteration 27Q (4519.400000 sec): 3 clusters
  Score: Raw -1978635.193531 + Penalty 4737.340226 = -1973897.853305
  nChanged 8
		SP:Iteration 28Q (4519.440000 sec): 3 clusters
  Score: Raw -1978636.541156 + Penalty 4737.340226 = -1973899.200930
  nChanged 8
		SP:Iteration 29Q (4519.490000 sec): 3 clusters
  Score: Raw -1978638.090653 + Penalty 4737.340226 = -1973900.750427
  nChanged 7
		SP:Iteration 30Q (4519.530000 sec): 3 clusters
  Score: Raw -1978639.141174 + Penalty 4737.340226 = -1973901.800948
  nChanged 7
		SP:Iteration 31Q (4519.570000 sec): 3 clusters
  Score: Raw -1978640.253763 + Penalty 4737.340226 = -1973902.913537
  nChanged 4
		SP:Iteration 32Q (4519.620000 sec): 3 clusters
  Score: Raw -1978640.844539 + Penalty 4737.340226 = -1973903.504313
  nChanged 7
		SP:Iteration 33Q (4519.670000 sec): 3 clusters
  Score: Raw -1978642.003350 + Penalty 4737.340226 = -1973904.663124
  nChanged 7
		SP:Iteration 34Q (4519.710000 sec): 3 clusters
  Score: Raw -1978642.761617 + Penalty 4737.340226 = -1973905.421391
  nChanged 4
		SP:Iteration 35Q (4519.750000 sec): 3 clusters
  Score: Raw -1978643.624584 + Penalty 4737.340226 = -1973906.284358
  nChanged 4
		SP:Iteration 36Q (4519.800000 sec): 3 clusters
  Score: Raw -1978644.136253 + Penalty 4737.340226 = -1973906.796027
  nChanged 1
		SP:Iteration 37Q (4519.840000 sec): 3 clusters
  Score: Raw -1978644.331200 + Penalty 4737.340226 = -1973906.990974
  nChanged 1
		SP:Iteration 38Q (4519.890000 sec): 3 clusters
  Score: Raw -1978644.582635 + Penalty 4737.340226 = -1973907.242409
  nChanged 1
		SP:Iteration 39Q (4519.930000 sec): 3 clusters
  Score: Raw -1978644.732239 + Penalty 4737.340226 = -1973907.392013
  nChanged 2
		SP:Iteration 40F (4519.980000 sec): 3 clusters
  Score: Raw -1978644.980450 + Penalty 4737.340226 = -1973907.640224
  nChanged 1
		SP:Iteration 41Q (4520.030000 sec): 3 clusters
  Score: Raw -1978645.108797 + Penalty 4737.340226 = -1973907.768571
  nChanged 1
		SP:Iteration 42Q (4520.070000 sec): 3 clusters
  Score: Raw -1978645.306317 + Penalty 4737.340226 = -1973907.966091
  nChanged 1
		SP:Iteration 43Q (4520.110000 sec): 3 clusters
  Score: Raw -1978645.673516 + Penalty 4737.340226 = -1973908.333290
  nChanged 1
		SP:Iteration 44Q (4520.160000 sec): 3 clusters
  Score: Raw -1978645.956102 + Penalty 4737.340226 = -1973908.615876
  nChanged 1
		SP:Iteration 45Q (4520.200000 sec): 3 clusters
  Score: Raw -1978646.033137 + Penalty 4737.340226 = -1973908.692911
  nChanged 0
		SP:Iteration 46F (4520.250000 sec): 3 clusters
  Score: Raw -1978646.033137 + Penalty 4737.340226 = -1973908.692911
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4520.270000 sec): 2 clusters
  Score: Raw -102555.736499 + Penalty 1634.735086 = -100921.001414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4520.270000 sec): 3 clusters
  Score: Raw -102510.690480 + Penalty 3269.470171 = -99241.220309
  nChanged 182
		SP:Iteration 1F (4520.270000 sec): 3 clusters
  Score: Raw -102745.549109 + Penalty 3269.470171 = -99476.078938
  nChanged 37
		SP:Iteration 2F (4520.270000 sec): 3 clusters
  Score: Raw -102804.596006 + Penalty 3269.470171 = -99535.125835
  nChanged 27
		SP:Iteration 3Q (4520.270000 sec): 3 clusters
  Score: Raw -102873.991840 + Penalty 3269.470171 = -99604.521669
  nChanged 33
		SP:Iteration 4Q (4520.280000 sec): 3 clusters
  Score: Raw -102969.110065 + Penalty 3269.470171 = -99699.639894
  nChanged 34
		SP:Iteration 5Q (4520.280000 sec): 3 clusters
  Score: Raw -103135.737570 + Penalty 3269.470171 = -99866.267399
  nChanged 51
		SP:Iteration 6F (4520.280000 sec): 3 clusters
  Score: Raw -103465.390449 + Penalty 3269.470171 = -100195.920278
  nChanged 75
		SP:Iteration 7F (4520.290000 sec): 3 clusters
  Score: Raw -103810.503349 + Penalty 3269.470171 = -100541.033178
  nChanged 55
		SP:Iteration 8F (4520.290000 sec): 3 clusters
  Score: Raw -104108.283932 + Penalty 3269.470171 = -100838.813761
  nChanged 30
		SP:Iteration 9Q (4520.290000 sec): 3 clusters
  Score: Raw -104329.905004 + Penalty 3269.470171 = -101060.434833
  nChanged 24
		SP:Iteration 10Q (4520.290000 sec): 3 clusters
  Score: Raw -104524.565695 + Penalty 3269.470171 = -101255.095524
  nChanged 18
		SP:Iteration 11Q (4520.290000 sec): 3 clusters
  Score: Raw -104645.132712 + Penalty 3269.470171 = -101375.662541
  nChanged 16
		SP:Iteration 12Q (4520.300000 sec): 3 clusters
  Score: Raw -104753.504933 + Penalty 3269.470171 = -101484.034762
  nChanged 15
		SP:Iteration 13Q (4520.300000 sec): 3 clusters
  Score: Raw -104815.737452 + Penalty 3269.470171 = -101546.267281
  nChanged 6
		SP:Iteration 14Q (4520.300000 sec): 3 clusters
  Score: Raw -104840.311483 + Penalty 3269.470171 = -101570.841312
  nChanged 6
		SP:Iteration 15Q (4520.300000 sec): 3 clusters
  Score: Raw -104857.591020 + Penalty 3269.470171 = -101588.120849
  nChanged 9
		SP:Iteration 16Q (4520.310000 sec): 3 clusters
  Score: Raw -104890.370829 + Penalty 3269.470171 = -101620.900658
  nChanged 12
		SP:Iteration 17Q (4520.310000 sec): 3 clusters
  Score: Raw -104958.076054 + Penalty 3269.470171 = -101688.605883
  nChanged 13
		SP:Iteration 18Q (4520.310000 sec): 3 clusters
  Score: Raw -105080.117402 + Penalty 3269.470171 = -101810.647231
  nChanged 8
		SP:Iteration 19Q (4520.310000 sec): 3 clusters
  Score: Raw -105155.659056 + Penalty 3269.470171 = -101886.188885
  nChanged 1
		SP:Iteration 20F (4520.310000 sec): 3 clusters
  Score: Raw -105158.232775 + Penalty 3269.470171 = -101888.762604
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 29.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4520.330000 sec): 2 clusters
  Score: Raw -307094.127338 + Penalty 1905.712369 = -305188.414969
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4520.330000 sec): 3 clusters
  Score: Raw -306263.501709 + Penalty 3811.424738 = -302452.076971
  nChanged 731
		SP:Iteration 1F (4520.340000 sec): 3 clusters
  Score: Raw -306707.235967 + Penalty 3811.424738 = -302895.811229
  nChanged 136
		SP:Iteration 2F (4520.350000 sec): 3 clusters
  Score: Raw -306813.253939 + Penalty 3811.424738 = -303001.829201
  nChanged 80
		SP:Iteration 3Q (4520.360000 sec): 3 clusters
  Score: Raw -306867.635852 + Penalty 3811.424738 = -303056.211114
  nChanged 52
		SP:Iteration 4Q (4520.360000 sec): 3 clusters
  Score: Raw -306904.933537 + Penalty 3811.424738 = -303093.508800
  nChanged 43
		SP:Iteration 5Q (4520.370000 sec): 3 clusters
  Score: Raw -306928.989576 + Penalty 3811.424738 = -303117.564839
  nChanged 30
		SP:Iteration 6Q (4520.380000 sec): 3 clusters
  Score: Raw -306948.888980 + Penalty 3811.424738 = -303137.464243
  nChanged 27
		SP:Iteration 7Q (4520.390000 sec): 3 clusters
  Score: Raw -306965.911497 + Penalty 3811.424738 = -303154.486759
  nChanged 15
		SP:Iteration 8Q (4520.390000 sec): 3 clusters
  Score: Raw -306976.071022 + Penalty 3811.424738 = -303164.646285
  nChanged 18
		SP:Iteration 9Q (4520.400000 sec): 3 clusters
  Score: Raw -306985.322028 + Penalty 3811.424738 = -303173.897291
  nChanged 16
		SP:Iteration 10Q (4520.410000 sec): 3 clusters
  Score: Raw -306990.481500 + Penalty 3811.424738 = -303179.056763
  nChanged 3
		SP:Iteration 11Q (4520.420000 sec): 3 clusters
  Score: Raw -306993.650433 + Penalty 3811.424738 = -303182.225695
  nChanged 10
		SP:Iteration 12Q (4520.430000 sec): 3 clusters
  Score: Raw -307001.203310 + Penalty 3811.424738 = -303189.778572
  nChanged 11
		SP:Iteration 13Q (4520.430000 sec): 3 clusters
  Score: Raw -307007.858800 + Penalty 3811.424738 = -303196.434062
  nChanged 4
		SP:Iteration 14Q (4520.440000 sec): 3 clusters
  Score: Raw -307010.935434 + Penalty 3811.424738 = -303199.510697
  nChanged 5
		SP:Iteration 15Q (4520.450000 sec): 3 clusters
  Score: Raw -307014.573079 + Penalty 3811.424738 = -303203.148342
  nChanged 7
		SP:Iteration 16Q (4520.460000 sec): 3 clusters
  Score: Raw -307019.013318 + Penalty 3811.424738 = -303207.588580
  nChanged 10
		SP:Iteration 17Q (4520.470000 sec): 3 clusters
  Score: Raw -307023.003701 + Penalty 3811.424738 = -303211.578963
  nChanged 10
		SP:Iteration 18Q (4520.470000 sec): 3 clusters
  Score: Raw -307027.059619 + Penalty 3811.424738 = -303215.634881
  nChanged 6
		SP:Iteration 19Q (4520.480000 sec): 3 clusters
  Score: Raw -307029.322475 + Penalty 3811.424738 = -303217.897737
  nChanged 2
		SP:Iteration 20F (4520.490000 sec): 3 clusters
  Score: Raw -307030.057315 + Penalty 3811.424738 = -303218.632577
  nChanged 4
		SP:Iteration 21Q (4520.500000 sec): 3 clusters
  Score: Raw -307031.422658 + Penalty 3811.424738 = -303219.997921
  nChanged 5
		SP:Iteration 22Q (4520.510000 sec): 3 clusters
  Score: Raw -307033.776568 + Penalty 3811.424738 = -303222.351830
  nChanged 5
		SP:Iteration 23Q (4520.510000 sec): 3 clusters
  Score: Raw -307036.568673 + Penalty 3811.424738 = -303225.143936
  nChanged 3
		SP:Iteration 24Q (4520.520000 sec): 3 clusters
  Score: Raw -307039.292130 + Penalty 3811.424738 = -303227.867392
  nChanged 2
		SP:Iteration 25Q (4520.530000 sec): 3 clusters
  Score: Raw -307040.704890 + Penalty 3811.424738 = -303229.280153
  nChanged 4
		SP:Iteration 26Q (4520.540000 sec): 3 clusters
  Score: Raw -307042.399836 + Penalty 3811.424738 = -303230.975098
  nChanged 2
		SP:Iteration 27Q (4520.550000 sec): 3 clusters
  Score: Raw -307043.693658 + Penalty 3811.424738 = -303232.268920
  nChanged 3
		SP:Iteration 28Q (4520.550000 sec): 3 clusters
  Score: Raw -307044.922171 + Penalty 3811.424738 = -303233.497434
  nChanged 4
		SP:Iteration 29Q (4520.560000 sec): 3 clusters
  Score: Raw -307046.027931 + Penalty 3811.424738 = -303234.603193
  nChanged 0
		SP:Iteration 30F (4520.570000 sec): 3 clusters
  Score: Raw -307046.027931 + Penalty 3811.424738 = -303234.603193
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (32461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4520.690000 sec): 2 clusters
  Score: Raw -4740977.582619 + Penalty 2576.173073 = -4738401.409546
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4520.810000 sec): 3 clusters
  Score: Raw -4721329.513175 + Penalty 5152.346145 = -4716177.167029
  nChanged 14696
		SP:Iteration 1F (4520.930000 sec): 3 clusters
  Score: Raw -4729618.396896 + Penalty 5152.346145 = -4724466.050751
  nChanged 1708
		SP:Iteration 2F (4521.060000 sec): 3 clusters
  Score: Raw -4730384.058583 + Penalty 5152.346145 = -4725231.712437
  nChanged 1808
		SP:Iteration 3F (4521.180000 sec): 3 clusters
  Score: Raw -4731331.665986 + Penalty 5152.346145 = -4726179.319841
  nChanged 1992
		SP:Iteration 4F (4521.310000 sec): 3 clusters
  Score: Raw -4732592.783602 + Penalty 5152.346145 = -4727440.437456
  nChanged 2242
		SP:Iteration 5F (4521.430000 sec): 3 clusters
  Score: Raw -4734145.219330 + Penalty 5152.346145 = -4728992.873185
  nChanged 2228
		SP:Iteration 6F (4521.550000 sec): 3 clusters
  Score: Raw -4735655.667974 + Penalty 5152.346145 = -4730503.321829
  nChanged 1965
		SP:Iteration 7F (4521.670000 sec): 3 clusters
  Score: Raw -4736946.614607 + Penalty 5152.346145 = -4731794.268461
  nChanged 1519
		SP:Iteration 8Q (4521.800000 sec): 3 clusters
  Score: Raw -4737913.092760 + Penalty 5152.346145 = -4732760.746615
  nChanged 1192
		SP:Iteration 9Q (4521.930000 sec): 3 clusters
  Score: Raw -4738652.524938 + Penalty 5152.346145 = -4733500.178792
  nChanged 918
		SP:Iteration 10Q (4522.050000 sec): 3 clusters
  Score: Raw -4739353.822562 + Penalty 5152.346145 = -4734201.476417
  nChanged 849
		SP:Iteration 11Q (4522.170000 sec): 3 clusters
  Score: Raw -4740283.209832 + Penalty 5152.346145 = -4735130.863687
  nChanged 648
		SP:Iteration 12Q (4522.290000 sec): 3 clusters
  Score: Raw -4741254.563626 + Penalty 5152.346145 = -4736102.217481
  nChanged 363
		SP:Iteration 13Q (4522.400000 sec): 3 clusters
  Score: Raw -4741640.356458 + Penalty 5152.346145 = -4736488.010313
  nChanged 237
		SP:Iteration 14Q (4522.510000 sec): 3 clusters
  Score: Raw -4741768.957837 + Penalty 5152.346145 = -4736616.611692
  nChanged 178
		SP:Iteration 15Q (4522.610000 sec): 3 clusters
  Score: Raw -4741835.270224 + Penalty 5152.346145 = -4736682.924079
  nChanged 138
		SP:Iteration 16Q (4522.710000 sec): 3 clusters
  Score: Raw -4741878.899939 + Penalty 5152.346145 = -4736726.553794
  nChanged 110
		SP:Iteration 17Q (4522.810000 sec): 3 clusters
  Score: Raw -4741908.887919 + Penalty 5152.346145 = -4736756.541774
  nChanged 85
		SP:Iteration 18Q (4522.910000 sec): 3 clusters
  Score: Raw -4741931.503044 + Penalty 5152.346145 = -4736779.156899
  nChanged 60
		SP:Iteration 19Q (4523.010000 sec): 3 clusters
  Score: Raw -4741944.671273 + Penalty 5152.346145 = -4736792.325128
  nChanged 44
		SP:Iteration 20F (4523.130000 sec): 3 clusters
  Score: Raw -4741953.920270 + Penalty 5152.346145 = -4736801.574125
  nChanged 41
		SP:Iteration 21Q (4523.220000 sec): 3 clusters
  Score: Raw -4741961.620917 + Penalty 5152.346145 = -4736809.274771
  nChanged 26
		SP:Iteration 22Q (4523.320000 sec): 3 clusters
  Score: Raw -4741965.673593 + Penalty 5152.346145 = -4736813.327447
  nChanged 23
		SP:Iteration 23Q (4523.410000 sec): 3 clusters
  Score: Raw -4741969.773572 + Penalty 5152.346145 = -4736817.427426
  nChanged 18
		SP:Iteration 24Q (4523.510000 sec): 3 clusters
  Score: Raw -4741972.468437 + Penalty 5152.346145 = -4736820.122291
  nChanged 19
		SP:Iteration 25Q (4523.610000 sec): 3 clusters
  Score: Raw -4741976.953456 + Penalty 5152.346145 = -4736824.607311
  nChanged 25
		SP:Iteration 26Q (4523.700000 sec): 3 clusters
  Score: Raw -4741980.428510 + Penalty 5152.346145 = -4736828.082364
  nChanged 13
		SP:Iteration 27Q (4523.800000 sec): 3 clusters
  Score: Raw -4741982.232275 + Penalty 5152.346145 = -4736829.886130
  nChanged 9
		SP:Iteration 28Q (4523.890000 sec): 3 clusters
  Score: Raw -4741983.305336 + Penalty 5152.346145 = -4736830.959191
  nChanged 8
		SP:Iteration 29Q (4523.990000 sec): 3 clusters
  Score: Raw -4741984.355176 + Penalty 5152.346145 = -4736832.009031
  nChanged 10
		SP:Iteration 30Q (4524.080000 sec): 3 clusters
  Score: Raw -4741985.685174 + Penalty 5152.346145 = -4736833.339029
  nChanged 8
		SP:Iteration 31Q (4524.170000 sec): 3 clusters
  Score: Raw -4741986.598901 + Penalty 5152.346145 = -4736834.252756
  nChanged 6
		SP:Iteration 32Q (4524.270000 sec): 3 clusters
  Score: Raw -4741987.217297 + Penalty 5152.346145 = -4736834.871152
  nChanged 7
		SP:Iteration 33Q (4524.370000 sec): 3 clusters
  Score: Raw -4741988.023827 + Penalty 5152.346145 = -4736835.677681
  nChanged 8
		SP:Iteration 34Q (4524.470000 sec): 3 clusters
  Score: Raw -4741989.423066 + Penalty 5152.346145 = -4736837.076920
  nChanged 8
		SP:Iteration 35Q (4524.560000 sec): 3 clusters
  Score: Raw -4741990.693290 + Penalty 5152.346145 = -4736838.347144
  nChanged 8
		SP:Iteration 36Q (4524.650000 sec): 3 clusters
  Score: Raw -4741992.054945 + Penalty 5152.346145 = -4736839.708800
  nChanged 8
		SP:Iteration 37Q (4524.750000 sec): 3 clusters
  Score: Raw -4741993.092523 + Penalty 5152.346145 = -4736840.746378
  nChanged 8
		SP:Iteration 38Q (4524.840000 sec): 3 clusters
  Score: Raw -4741994.024424 + Penalty 5152.346145 = -4736841.678279
  nChanged 4
		SP:Iteration 39Q (4524.940000 sec): 3 clusters
  Score: Raw -4741994.550950 + Penalty 5152.346145 = -4736842.204805
  nChanged 6
		SP:Iteration 40F (4525.060000 sec): 3 clusters
  Score: Raw -4741995.420840 + Penalty 5152.346145 = -4736843.074694
  nChanged 6
		SP:Iteration 41Q (4525.150000 sec): 3 clusters
  Score: Raw -4741996.449966 + Penalty 5152.346145 = -4736844.103821
  nChanged 7
		SP:Iteration 42Q (4525.250000 sec): 3 clusters
  Score: Raw -4741997.698590 + Penalty 5152.346145 = -4736845.352445
  nChanged 5
		SP:Iteration 43Q (4525.340000 sec): 3 clusters
  Score: Raw -4741998.497689 + Penalty 5152.346145 = -4736846.151544
  nChanged 6
		SP:Iteration 44Q (4525.440000 sec): 3 clusters
  Score: Raw -4741999.314213 + Penalty 5152.346145 = -4736846.968068
  nChanged 4
		SP:Iteration 45Q (4525.530000 sec): 3 clusters
  Score: Raw -4741999.795321 + Penalty 5152.346145 = -4736847.449175
  nChanged 1
		SP:Iteration 46Q (4525.630000 sec): 3 clusters
  Score: Raw -4742000.027017 + Penalty 5152.346145 = -4736847.680872
  nChanged 1
		SP:Iteration 47Q (4525.730000 sec): 3 clusters
  Score: Raw -4742000.302813 + Penalty 5152.346145 = -4736847.956668
  nChanged 2
		SP:Iteration 48Q (4525.820000 sec): 3 clusters
  Score: Raw -4742000.492199 + Penalty 5152.346145 = -4736848.146054
  nChanged 2
		SP:Iteration 49Q (4525.910000 sec): 3 clusters
  Score: Raw -4742000.695455 + Penalty 5152.346145 = -4736848.349309
  nChanged 1
		SP:Iteration 50Q (4526.010000 sec): 3 clusters
  Score: Raw -4742000.811491 + Penalty 5152.346145 = -4736848.465345
  nChanged 0
		SP:Iteration 51F (4526.130000 sec): 3 clusters
  Score: Raw -4742000.811491 + Penalty 5152.346145 = -4736848.465345
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (95619 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4526.470000 sec): 2 clusters
  Score: Raw -13877335.761433 + Penalty 2844.095452 = -13874491.665981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4526.850000 sec): 3 clusters
  Score: Raw -13816187.627873 + Penalty 5688.190905 = -13810499.436968
  nChanged 45133
		SP:Iteration 1F (4527.210000 sec): 3 clusters
  Score: Raw -13841718.110155 + Penalty 5688.190905 = -13836029.919250
  nChanged 3410
		SP:Iteration 2Q (4527.600000 sec): 3 clusters
  Score: Raw -13842606.196430 + Penalty 5688.190905 = -13836918.005526
  nChanged 3814
		SP:Iteration 3Q (4527.980000 sec): 3 clusters
  Score: Raw -13843857.396590 + Penalty 5688.190905 = -13838169.205686
  nChanged 4580
		SP:Iteration 4Q (4528.360000 sec): 3 clusters
  Score: Raw -13845869.796591 + Penalty 5688.190905 = -13840181.605686
  nChanged 5877
		SP:Iteration 5F (4528.740000 sec): 3 clusters
  Score: Raw -13849339.892436 + Penalty 5688.190905 = -13843651.701531
  nChanged 7241
		SP:Iteration 6F (4529.110000 sec): 3 clusters
  Score: Raw -13854575.484327 + Penalty 5688.190905 = -13848887.293422
  nChanged 7602
		SP:Iteration 7F (4529.480000 sec): 3 clusters
  Score: Raw -13860745.100210 + Penalty 5688.190905 = -13855056.909305
  nChanged 6815
		SP:Iteration 8F (4529.850000 sec): 3 clusters
  Score: Raw -13866684.271944 + Penalty 5688.190905 = -13860996.081039
  nChanged 5235
		SP:Iteration 9F (4530.210000 sec): 3 clusters
  Score: Raw -13871441.656951 + Penalty 5688.190905 = -13865753.466046
  nChanged 3465
		SP:Iteration 10Q (4530.580000 sec): 3 clusters
  Score: Raw -13874590.799000 + Penalty 5688.190905 = -13868902.608095
  nChanged 1984
		SP:Iteration 11Q (4530.920000 sec): 3 clusters
  Score: Raw -13876331.231596 + Penalty 5688.190905 = -13870643.040691
  nChanged 954
		SP:Iteration 12Q (4531.230000 sec): 3 clusters
  Score: Raw -13877115.506774 + Penalty 5688.190905 = -13871427.315869
  nChanged 412
		SP:Iteration 13Q (4531.530000 sec): 3 clusters
  Score: Raw -13877437.510995 + Penalty 5688.190905 = -13871749.320090
  nChanged 198
		SP:Iteration 14Q (4531.810000 sec): 3 clusters
  Score: Raw -13877606.812451 + Penalty 5688.190905 = -13871918.621547
  nChanged 135
		SP:Iteration 15Q (4532.090000 sec): 3 clusters
  Score: Raw -13877725.505898 + Penalty 5688.190905 = -13872037.314993
  nChanged 91
		SP:Iteration 16Q (4532.360000 sec): 3 clusters
  Score: Raw -13877790.888528 + Penalty 5688.190905 = -13872102.697623
  nChanged 55
		SP:Iteration 17Q (4532.630000 sec): 3 clusters
  Score: Raw -13877822.456272 + Penalty 5688.190905 = -13872134.265367
  nChanged 30
		SP:Iteration 18Q (4532.920000 sec): 3 clusters
  Score: Raw -13877844.411172 + Penalty 5688.190905 = -13872156.220268
  nChanged 27
		SP:Iteration 19Q (4533.190000 sec): 3 clusters
  Score: Raw -13877863.297982 + Penalty 5688.190905 = -13872175.107077
  nChanged 19
		SP:Iteration 20F (4533.550000 sec): 3 clusters
  Score: Raw -13877873.753648 + Penalty 5688.190905 = -13872185.562743
  nChanged 17
		SP:Iteration 21Q (4533.820000 sec): 3 clusters
  Score: Raw -13877882.200005 + Penalty 5688.190905 = -13872194.009100
  nChanged 14
		SP:Iteration 22Q (4534.080000 sec): 3 clusters
  Score: Raw -13877889.873792 + Penalty 5688.190905 = -13872201.682887
  nChanged 12
		SP:Iteration 23Q (4534.350000 sec): 3 clusters
  Score: Raw -13877896.733878 + Penalty 5688.190905 = -13872208.542973
  nChanged 9
		SP:Iteration 24Q (4534.610000 sec): 3 clusters
  Score: Raw -13877905.215215 + Penalty 5688.190905 = -13872217.024310
  nChanged 12
		SP:Iteration 25Q (4534.880000 sec): 3 clusters
  Score: Raw -13877913.854150 + Penalty 5688.190905 = -13872225.663245
  nChanged 4
		SP:Iteration 26Q (4535.150000 sec): 3 clusters
  Score: Raw -13877915.944905 + Penalty 5688.190905 = -13872227.754001
  nChanged 3
		SP:Iteration 27Q (4535.410000 sec): 3 clusters
  Score: Raw -13877919.046879 + Penalty 5688.190905 = -13872230.855975
  nChanged 4
		SP:Iteration 28Q (4535.680000 sec): 3 clusters
  Score: Raw -13877920.666074 + Penalty 5688.190905 = -13872232.475169
  nChanged 2
		SP:Iteration 29Q (4535.950000 sec): 3 clusters
  Score: Raw -13877921.575664 + Penalty 5688.190905 = -13872233.384760
  nChanged 0
		SP:Iteration 30F (4536.310000 sec): 3 clusters
  Score: Raw -13877921.575664 + Penalty 5688.190905 = -13872233.384760
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (33228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4536.460000 sec): 2 clusters
  Score: Raw -5161850.291547 + Penalty 2581.964747 = -5159268.326800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4536.590000 sec): 3 clusters
  Score: Raw -5141753.532024 + Penalty 5163.929494 = -5136589.602530
  nChanged 15134
		SP:Iteration 1F (4536.720000 sec): 3 clusters
  Score: Raw -5149854.881201 + Penalty 5163.929494 = -5144690.951707
  nChanged 1543
		SP:Iteration 2Q (4536.850000 sec): 3 clusters
  Score: Raw -5150392.192788 + Penalty 5163.929494 = -5145228.263294
  nChanged 1435
		SP:Iteration 3Q (4536.980000 sec): 3 clusters
  Score: Raw -5150899.187956 + Penalty 5163.929494 = -5145735.258462
  nChanged 1451
		SP:Iteration 4Q (4537.110000 sec): 3 clusters
  Score: Raw -5151491.680192 + Penalty 5163.929494 = -5146327.750698
  nChanged 1472
		SP:Iteration 5Q (4537.240000 sec): 3 clusters
  Score: Raw -5152204.802953 + Penalty 5163.929494 = -5147040.873460
  nChanged 1719
		SP:Iteration 6F (4537.360000 sec): 3 clusters
  Score: Raw -5153191.254480 + Penalty 5163.929494 = -5148027.324987
  nChanged 2088
		SP:Iteration 7F (4537.490000 sec): 3 clusters
  Score: Raw -5154685.995161 + Penalty 5163.929494 = -5149522.065667
  nChanged 2417
		SP:Iteration 8F (4537.610000 sec): 3 clusters
  Score: Raw -5156700.995527 + Penalty 5163.929494 = -5151537.066033
  nChanged 2301
		SP:Iteration 9F (4537.740000 sec): 3 clusters
  Score: Raw -5158792.127688 + Penalty 5163.929494 = -5153628.198194
  nChanged 1756
		SP:Iteration 10F (4537.860000 sec): 3 clusters
  Score: Raw -5160407.171789 + Penalty 5163.929494 = -5155243.242295
  nChanged 1020
		SP:Iteration 11Q (4537.970000 sec): 3 clusters
  Score: Raw -5161318.258392 + Penalty 5163.929494 = -5156154.328899
  nChanged 446
		SP:Iteration 12Q (4538.080000 sec): 3 clusters
  Score: Raw -5161709.738852 + Penalty 5163.929494 = -5156545.809358
  nChanged 193
		SP:Iteration 13Q (4538.180000 sec): 3 clusters
  Score: Raw -5161907.129001 + Penalty 5163.929494 = -5156743.199507
  nChanged 100
		SP:Iteration 14Q (4538.270000 sec): 3 clusters
  Score: Raw -5162033.247750 + Penalty 5163.929494 = -5156869.318256
  nChanged 53
		SP:Iteration 15Q (4538.360000 sec): 3 clusters
  Score: Raw -5162097.311507 + Penalty 5163.929494 = -5156933.382013
  nChanged 29
		SP:Iteration 16Q (4538.460000 sec): 3 clusters
  Score: Raw -5162135.497432 + Penalty 5163.929494 = -5156971.567938
  nChanged 19
		SP:Iteration 17Q (4538.550000 sec): 3 clusters
  Score: Raw -5162161.926391 + Penalty 5163.929494 = -5156997.996897
  nChanged 10
		SP:Iteration 18Q (4538.640000 sec): 3 clusters
  Score: Raw -5162174.527447 + Penalty 5163.929494 = -5157010.597953
  nChanged 5
		SP:Iteration 19Q (4538.730000 sec): 3 clusters
  Score: Raw -5162182.265357 + Penalty 5163.929494 = -5157018.335863
  nChanged 5
		SP:Iteration 20F (4538.850000 sec): 3 clusters
  Score: Raw -5162187.696102 + Penalty 5163.929494 = -5157023.766608
  nChanged 5
		SP:Iteration 21Q (4538.940000 sec): 3 clusters
  Score: Raw -5162195.349881 + Penalty 5163.929494 = -5157031.420388
  nChanged 2
		SP:Iteration 22Q (4539.020000 sec): 3 clusters
  Score: Raw -5162197.653717 + Penalty 5163.929494 = -5157033.724224
  nChanged 3
		SP:Iteration 23Q (4539.110000 sec): 3 clusters
  Score: Raw -5162202.626156 + Penalty 5163.929494 = -5157038.696662
  nChanged 3
		SP:Iteration 24Q (4539.200000 sec): 3 clusters
  Score: Raw -5162205.560575 + Penalty 5163.929494 = -5157041.631081
  nChanged 1
		SP:Iteration 25Q (4539.290000 sec): 3 clusters
  Score: Raw -5162207.803771 + Penalty 5163.929494 = -5157043.874278
  nChanged 2
		SP:Iteration 26Q (4539.380000 sec): 3 clusters
  Score: Raw -5162210.578373 + Penalty 5163.929494 = -5157046.648879
  nChanged 1
		SP:Iteration 27Q (4539.460000 sec): 3 clusters
  Score: Raw -5162212.161939 + Penalty 5163.929494 = -5157048.232445
  nChanged 0
		SP:Iteration 28F (4539.590000 sec): 3 clusters
  Score: Raw -5162212.161939 + Penalty 5163.929494 = -5157048.232445
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (100259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4539.940000 sec): 2 clusters
  Score: Raw -14811656.064290 + Penalty 2855.847005 = -14808800.217285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4540.320000 sec): 3 clusters
  Score: Raw -14747482.200890 + Penalty 5711.694010 = -14741770.506880
  nChanged 47552
		SP:Iteration 1F (4540.710000 sec): 3 clusters
  Score: Raw -14774339.130877 + Penalty 5711.694010 = -14768627.436868
  nChanged 3239
		SP:Iteration 2Q (4541.100000 sec): 3 clusters
  Score: Raw -14775146.129624 + Penalty 5711.694010 = -14769434.435614
  nChanged 3554
		SP:Iteration 3Q (4541.500000 sec): 3 clusters
  Score: Raw -14776182.503581 + Penalty 5711.694010 = -14770470.809571
  nChanged 4178
		SP:Iteration 4Q (4541.880000 sec): 3 clusters
  Score: Raw -14777711.574374 + Penalty 5711.694010 = -14771999.880364
  nChanged 5195
		SP:Iteration 5F (4542.270000 sec): 3 clusters
  Score: Raw -14780148.847537 + Penalty 5711.694010 = -14774437.153527
  nChanged 6390
		SP:Iteration 6F (4542.650000 sec): 3 clusters
  Score: Raw -14783866.057234 + Penalty 5711.694010 = -14778154.363225
  nChanged 7268
		SP:Iteration 7F (4543.040000 sec): 3 clusters
  Score: Raw -14788894.496582 + Penalty 5711.694010 = -14783182.802572
  nChanged 7426
		SP:Iteration 8F (4543.420000 sec): 3 clusters
  Score: Raw -14794679.676243 + Penalty 5711.694010 = -14788967.982233
  nChanged 6895
		SP:Iteration 9F (4543.800000 sec): 3 clusters
  Score: Raw -14800500.098477 + Penalty 5711.694010 = -14794788.404467
  nChanged 5444
		SP:Iteration 10F (4544.180000 sec): 3 clusters
  Score: Raw -14805212.440099 + Penalty 5711.694010 = -14799500.746089
  nChanged 3730
		SP:Iteration 11Q (4544.560000 sec): 3 clusters
  Score: Raw -14808388.399371 + Penalty 5711.694010 = -14802676.705361
  nChanged 2144
		SP:Iteration 12Q (4544.920000 sec): 3 clusters
  Score: Raw -14810058.130677 + Penalty 5711.694010 = -14804346.436667
  nChanged 1138
		SP:Iteration 13Q (4545.260000 sec): 3 clusters
  Score: Raw -14810903.005625 + Penalty 5711.694010 = -14805191.311615
  nChanged 636
		SP:Iteration 14Q (4545.570000 sec): 3 clusters
  Score: Raw -14811346.534827 + Penalty 5711.694010 = -14805634.840817
  nChanged 346
		SP:Iteration 15Q (4545.870000 sec): 3 clusters
  Score: Raw -14811587.443439 + Penalty 5711.694010 = -14805875.749429
  nChanged 216
		SP:Iteration 16Q (4546.160000 sec): 3 clusters
  Score: Raw -14811744.605937 + Penalty 5711.694010 = -14806032.911928
  nChanged 127
		SP:Iteration 17Q (4546.460000 sec): 3 clusters
  Score: Raw -14811834.864998 + Penalty 5711.694010 = -14806123.170988
  nChanged 73
		SP:Iteration 18Q (4546.750000 sec): 3 clusters
  Score: Raw -14811886.872510 + Penalty 5711.694010 = -14806175.178500
  nChanged 53
		SP:Iteration 19Q (4547.030000 sec): 3 clusters
  Score: Raw -14811919.190476 + Penalty 5711.694010 = -14806207.496467
  nChanged 30
		SP:Iteration 20F (4547.400000 sec): 3 clusters
  Score: Raw -14811940.259519 + Penalty 5711.694010 = -14806228.565510
  nChanged 25
		SP:Iteration 21Q (4547.680000 sec): 3 clusters
  Score: Raw -14811959.232111 + Penalty 5711.694010 = -14806247.538101
  nChanged 23
		SP:Iteration 22Q (4547.960000 sec): 3 clusters
  Score: Raw -14811979.789942 + Penalty 5711.694010 = -14806268.095932
  nChanged 23
		SP:Iteration 23Q (4548.240000 sec): 3 clusters
  Score: Raw -14811996.057167 + Penalty 5711.694010 = -14806284.363157
  nChanged 11
		SP:Iteration 24Q (4548.510000 sec): 3 clusters
  Score: Raw -14812002.473570 + Penalty 5711.694010 = -14806290.779560
  nChanged 11
		SP:Iteration 25Q (4548.790000 sec): 3 clusters
  Score: Raw -14812010.804035 + Penalty 5711.694010 = -14806299.110025
  nChanged 14
		SP:Iteration 26Q (4549.070000 sec): 3 clusters
  Score: Raw -14812020.019707 + Penalty 5711.694010 = -14806308.325697
  nChanged 15
		SP:Iteration 27Q (4549.340000 sec): 3 clusters
  Score: Raw -14812028.422531 + Penalty 5711.694010 = -14806316.728521
  nChanged 10
		SP:Iteration 28Q (4549.620000 sec): 3 clusters
  Score: Raw -14812039.020846 + Penalty 5711.694010 = -14806327.326836
  nChanged 11
		SP:Iteration 29Q (4549.890000 sec): 3 clusters
  Score: Raw -14812047.638863 + Penalty 5711.694010 = -14806335.944853
  nChanged 9
		SP:Iteration 30Q (4550.170000 sec): 3 clusters
  Score: Raw -14812053.688094 + Penalty 5711.694010 = -14806341.994084
  nChanged 7
		SP:Iteration 31Q (4550.440000 sec): 3 clusters
  Score: Raw -14812057.643350 + Penalty 5711.694010 = -14806345.949340
  nChanged 6
		SP:Iteration 32Q (4550.710000 sec): 3 clusters
  Score: Raw -14812062.201498 + Penalty 5711.694010 = -14806350.507488
  nChanged 5
		SP:Iteration 33Q (4550.990000 sec): 3 clusters
  Score: Raw -14812066.132372 + Penalty 5711.694010 = -14806354.438362
  nChanged 5
		SP:Iteration 34Q (4551.260000 sec): 3 clusters
  Score: Raw -14812069.651109 + Penalty 5711.694010 = -14806357.957099
  nChanged 5
		SP:Iteration 35Q (4551.540000 sec): 3 clusters
  Score: Raw -14812073.283628 + Penalty 5711.694010 = -14806361.589618
  nChanged 5
		SP:Iteration 36Q (4551.810000 sec): 3 clusters
  Score: Raw -14812076.409819 + Penalty 5711.694010 = -14806364.715810
  nChanged 2
		SP:Iteration 37Q (4552.090000 sec): 3 clusters
  Score: Raw -14812078.392280 + Penalty 5711.694010 = -14806366.698270
  nChanged 1
		SP:Iteration 38Q (4552.360000 sec): 3 clusters
  Score: Raw -14812078.888765 + Penalty 5711.694010 = -14806367.194755
  nChanged 0
		SP:Iteration 39F (4552.730000 sec): 3 clusters
  Score: Raw -14812078.888765 + Penalty 5711.694010 = -14806367.194755
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (1401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4552.790000 sec): 2 clusters
  Score: Raw -126499.607420 + Penalty 1796.745503 = -124702.861916
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4552.790000 sec): 3 clusters
  Score: Raw -126872.908364 + Penalty 3593.491007 = -123279.417357
  nChanged 568
		SP:Iteration 1F (4552.800000 sec): 3 clusters
  Score: Raw -131599.223130 + Penalty 3593.491007 = -128005.732123
  nChanged 153
		SP:Iteration 2F (4552.800000 sec): 3 clusters
  Score: Raw -133795.433623 + Penalty 3593.491007 = -130201.942616
  nChanged 87
		SP:Iteration 3F (4552.810000 sec): 3 clusters
  Score: Raw -135489.020205 + Penalty 3593.491007 = -131895.529198
  nChanged 61
		SP:Iteration 4Q (4552.810000 sec): 3 clusters
  Score: Raw -136787.454271 + Penalty 3593.491007 = -133193.963264
  nChanged 22
		SP:Iteration 5Q (4552.810000 sec): 3 clusters
  Score: Raw -137471.783834 + Penalty 3593.491007 = -133878.292827
  nChanged 11
		SP:Iteration 6Q (4552.820000 sec): 3 clusters
  Score: Raw -137510.040437 + Penalty 3593.491007 = -133916.549430
  nChanged 4
		SP:Iteration 7Q (4552.820000 sec): 3 clusters
  Score: Raw -137519.985760 + Penalty 3593.491007 = -133926.494753
  nChanged 3
		SP:Iteration 8Q (4552.830000 sec): 3 clusters
  Score: Raw -137526.089312 + Penalty 3593.491007 = -133932.598305
  nChanged 2
		SP:Iteration 9Q (4552.830000 sec): 3 clusters
  Score: Raw -137532.784621 + Penalty 3593.491007 = -133939.293614
  nChanged 2
		SP:Iteration 10Q (4552.830000 sec): 3 clusters
  Score: Raw -137572.502731 + Penalty 3593.491007 = -133979.011724
  nChanged 1
		SP:Iteration 11Q (4552.840000 sec): 3 clusters
  Score: Raw -137575.740496 + Penalty 3593.491007 = -133982.249489
  nChanged 0
		SP:Iteration 12F (4552.840000 sec): 3 clusters
  Score: Raw -137601.815536 + Penalty 3593.491007 = -134008.324529
  nChanged 4
		SP:Iteration 13Q (4552.850000 sec): 3 clusters
  Score: Raw -137793.843006 + Penalty 3593.491007 = -134200.351999
  nChanged 2
		SP:Iteration 14Q (4552.850000 sec): 3 clusters
  Score: Raw -137818.152443 + Penalty 3593.491007 = -134224.661436
  nChanged 1
		SP:Iteration 15Q (4552.850000 sec): 3 clusters
  Score: Raw -137819.362691 + Penalty 3593.491007 = -134225.871684
  nChanged 0
		SP:Iteration 16F (4552.860000 sec): 3 clusters
  Score: Raw -137819.362691 + Penalty 3593.491007 = -134225.871684
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 30.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (54405 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4553.050000 sec): 2 clusters
  Score: Raw -7970574.653514 + Penalty 2704.244412 = -7967870.409101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4553.260000 sec): 3 clusters
  Score: Raw -7936832.667477 + Penalty 5408.488825 = -7931424.178652
  nChanged 25065
		SP:Iteration 1F (4553.470000 sec): 3 clusters
  Score: Raw -7950641.339682 + Penalty 5408.488825 = -7945232.850857
  nChanged 2157
		SP:Iteration 2Q (4553.690000 sec): 3 clusters
  Score: Raw -7951202.370341 + Penalty 5408.488825 = -7945793.881516
  nChanged 1990
		SP:Iteration 3Q (4553.900000 sec): 3 clusters
  Score: Raw -7951731.097092 + Penalty 5408.488825 = -7946322.608267
  nChanged 1825
		SP:Iteration 4Q (4554.110000 sec): 3 clusters
  Score: Raw -7952228.850353 + Penalty 5408.488825 = -7946820.361528
  nChanged 1946
		SP:Iteration 5Q (4554.330000 sec): 3 clusters
  Score: Raw -7952820.735751 + Penalty 5408.488825 = -7947412.246926
  nChanged 2160
		SP:Iteration 6Q (4554.550000 sec): 3 clusters
  Score: Raw -7953627.982733 + Penalty 5408.488825 = -7948219.493908
  nChanged 2538
		SP:Iteration 7Q (4554.760000 sec): 3 clusters
  Score: Raw -7954843.727959 + Penalty 5408.488825 = -7949435.239134
  nChanged 3079
		SP:Iteration 8F (4554.970000 sec): 3 clusters
  Score: Raw -7956706.360942 + Penalty 5408.488825 = -7951297.872117
  nChanged 3584
		SP:Iteration 9F (4555.170000 sec): 3 clusters
  Score: Raw -7959223.603677 + Penalty 5408.488825 = -7953815.114852
  nChanged 3537
		SP:Iteration 10F (4555.380000 sec): 3 clusters
  Score: Raw -7961903.530657 + Penalty 5408.488825 = -7956495.041833
  nChanged 3116
		SP:Iteration 11F (4555.590000 sec): 3 clusters
  Score: Raw -7964253.489430 + Penalty 5408.488825 = -7958845.000606
  nChanged 2379
		SP:Iteration 12Q (4555.800000 sec): 3 clusters
  Score: Raw -7965991.793929 + Penalty 5408.488825 = -7960583.305105
  nChanged 1654
		SP:Iteration 13Q (4556.000000 sec): 3 clusters
  Score: Raw -7967147.659968 + Penalty 5408.488825 = -7961739.171143
  nChanged 1253
		SP:Iteration 14Q (4556.190000 sec): 3 clusters
  Score: Raw -7967965.108178 + Penalty 5408.488825 = -7962556.619353
  nChanged 948
		SP:Iteration 15Q (4556.380000 sec): 3 clusters
  Score: Raw -7968533.701871 + Penalty 5408.488825 = -7963125.213047
  nChanged 749
		SP:Iteration 16Q (4556.550000 sec): 3 clusters
  Score: Raw -7968939.002528 + Penalty 5408.488825 = -7963530.513703
  nChanged 614
		SP:Iteration 17Q (4556.720000 sec): 3 clusters
  Score: Raw -7969259.141189 + Penalty 5408.488825 = -7963850.652364
  nChanged 538
		SP:Iteration 18Q (4556.890000 sec): 3 clusters
  Score: Raw -7969536.699024 + Penalty 5408.488825 = -7964128.210199
  nChanged 426
		SP:Iteration 19Q (4557.050000 sec): 3 clusters
  Score: Raw -7969751.126629 + Penalty 5408.488825 = -7964342.637804
  nChanged 366
		SP:Iteration 20F (4557.260000 sec): 3 clusters
  Score: Raw -7969934.485592 + Penalty 5408.488825 = -7964525.996767
  nChanged 308
		SP:Iteration 21Q (4557.410000 sec): 3 clusters
  Score: Raw -7970107.180469 + Penalty 5408.488825 = -7964698.691644
  nChanged 275
		SP:Iteration 22Q (4557.570000 sec): 3 clusters
  Score: Raw -7970246.054733 + Penalty 5408.488825 = -7964837.565909
  nChanged 193
		SP:Iteration 23Q (4557.720000 sec): 3 clusters
  Score: Raw -7970340.754323 + Penalty 5408.488825 = -7964932.265498
  nChanged 171
		SP:Iteration 24Q (4557.870000 sec): 3 clusters
  Score: Raw -7970423.858066 + Penalty 5408.488825 = -7965015.369241
  nChanged 141
		SP:Iteration 25Q (4558.020000 sec): 3 clusters
  Score: Raw -7970500.002170 + Penalty 5408.488825 = -7965091.513345
  nChanged 131
		SP:Iteration 26Q (4558.170000 sec): 3 clusters
  Score: Raw -7970567.496386 + Penalty 5408.488825 = -7965159.007562
  nChanged 100
		SP:Iteration 27Q (4558.320000 sec): 3 clusters
  Score: Raw -7970619.273547 + Penalty 5408.488825 = -7965210.784722
  nChanged 84
		SP:Iteration 28Q (4558.470000 sec): 3 clusters
  Score: Raw -7970657.782964 + Penalty 5408.488825 = -7965249.294139
  nChanged 55
		SP:Iteration 29Q (4558.620000 sec): 3 clusters
  Score: Raw -7970682.452545 + Penalty 5408.488825 = -7965273.963720
  nChanged 43
		SP:Iteration 30Q (4558.770000 sec): 3 clusters
  Score: Raw -7970706.067367 + Penalty 5408.488825 = -7965297.578542
  nChanged 43
		SP:Iteration 31Q (4558.910000 sec): 3 clusters
  Score: Raw -7970726.622258 + Penalty 5408.488825 = -7965318.133433
  nChanged 33
		SP:Iteration 32Q (4559.060000 sec): 3 clusters
  Score: Raw -7970743.219253 + Penalty 5408.488825 = -7965334.730428
  nChanged 25
		SP:Iteration 33Q (4559.200000 sec): 3 clusters
  Score: Raw -7970756.430484 + Penalty 5408.488825 = -7965347.941659
  nChanged 24
		SP:Iteration 34Q (4559.350000 sec): 3 clusters
  Score: Raw -7970767.691372 + Penalty 5408.488825 = -7965359.202548
  nChanged 22
		SP:Iteration 35Q (4559.500000 sec): 3 clusters
  Score: Raw -7970778.145037 + Penalty 5408.488825 = -7965369.656213
  nChanged 25
		SP:Iteration 36Q (4559.650000 sec): 3 clusters
  Score: Raw -7970790.215609 + Penalty 5408.488825 = -7965381.726784
  nChanged 27
		SP:Iteration 37Q (4559.790000 sec): 3 clusters
  Score: Raw -7970803.821290 + Penalty 5408.488825 = -7965395.332465
  nChanged 25
		SP:Iteration 38Q (4559.940000 sec): 3 clusters
  Score: Raw -7970817.391990 + Penalty 5408.488825 = -7965408.903165
  nChanged 26
		SP:Iteration 39Q (4560.090000 sec): 3 clusters
  Score: Raw -7970833.678068 + Penalty 5408.488825 = -7965425.189243
  nChanged 26
		SP:Iteration 40F (4560.290000 sec): 3 clusters
  Score: Raw -7970847.813071 + Penalty 5408.488825 = -7965439.324247
  nChanged 16
		SP:Iteration 41Q (4560.440000 sec): 3 clusters
  Score: Raw -7970856.910928 + Penalty 5408.488825 = -7965448.422103
  nChanged 12
		SP:Iteration 42Q (4560.580000 sec): 3 clusters
  Score: Raw -7970862.980363 + Penalty 5408.488825 = -7965454.491538
  nChanged 14
		SP:Iteration 43Q (4560.730000 sec): 3 clusters
  Score: Raw -7970869.435516 + Penalty 5408.488825 = -7965460.946691
  nChanged 8
		SP:Iteration 44Q (4560.880000 sec): 3 clusters
  Score: Raw -7970872.487515 + Penalty 5408.488825 = -7965463.998690
  nChanged 8
		SP:Iteration 45Q (4561.030000 sec): 3 clusters
  Score: Raw -7970876.370432 + Penalty 5408.488825 = -7965467.881607
  nChanged 8
		SP:Iteration 46Q (4561.170000 sec): 3 clusters
  Score: Raw -7970880.032546 + Penalty 5408.488825 = -7965471.543721
  nChanged 10
		SP:Iteration 47Q (4561.320000 sec): 3 clusters
  Score: Raw -7970884.626903 + Penalty 5408.488825 = -7965476.138078
  nChanged 8
		SP:Iteration 48Q (4561.470000 sec): 3 clusters
  Score: Raw -7970889.919324 + Penalty 5408.488825 = -7965481.430499
  nChanged 10
		SP:Iteration 49Q (4561.610000 sec): 3 clusters
  Score: Raw -7970895.308059 + Penalty 5408.488825 = -7965486.819234
  nChanged 7
		SP:Iteration 50Q (4561.760000 sec): 3 clusters
  Score: Raw -7970899.655002 + Penalty 5408.488825 = -7965491.166177
  nChanged 9
		SP:Iteration 51Q (4561.900000 sec): 3 clusters
  Score: Raw -7970904.627097 + Penalty 5408.488825 = -7965496.138272
  nChanged 10
		SP:Iteration 52Q (4562.050000 sec): 3 clusters
  Score: Raw -7970909.469982 + Penalty 5408.488825 = -7965500.981158
  nChanged 8
		SP:Iteration 53Q (4562.190000 sec): 3 clusters
  Score: Raw -7970912.661605 + Penalty 5408.488825 = -7965504.172780
  nChanged 5
		SP:Iteration 54Q (4562.340000 sec): 3 clusters
  Score: Raw -7970916.149715 + Penalty 5408.488825 = -7965507.660890
  nChanged 6
		SP:Iteration 55Q (4562.490000 sec): 3 clusters
  Score: Raw -7970919.311924 + Penalty 5408.488825 = -7965510.823099
  nChanged 3
		SP:Iteration 56Q (4562.630000 sec): 3 clusters
  Score: Raw -7970920.542595 + Penalty 5408.488825 = -7965512.053770
  nChanged 3
		SP:Iteration 57Q (4562.780000 sec): 3 clusters
  Score: Raw -7970922.235369 + Penalty 5408.488825 = -7965513.746544
  nChanged 4
		SP:Iteration 58Q (4562.930000 sec): 3 clusters
  Score: Raw -7970923.792728 + Penalty 5408.488825 = -7965515.303903
  nChanged 5
		SP:Iteration 59Q (4563.070000 sec): 3 clusters
  Score: Raw -7970926.557415 + Penalty 5408.488825 = -7965518.068591
  nChanged 4
		SP:Iteration 60F (4563.270000 sec): 3 clusters
  Score: Raw -7970928.382472 + Penalty 5408.488825 = -7965519.893647
  nChanged 2
		SP:Iteration 61Q (4563.420000 sec): 3 clusters
  Score: Raw -7970930.009194 + Penalty 5408.488825 = -7965521.520369
  nChanged 3
		SP:Iteration 62Q (4563.560000 sec): 3 clusters
  Score: Raw -7970931.520248 + Penalty 5408.488825 = -7965523.031423
  nChanged 5
		SP:Iteration 63Q (4563.710000 sec): 3 clusters
  Score: Raw -7970935.437412 + Penalty 5408.488825 = -7965526.948587
  nChanged 8
		SP:Iteration 64Q (4563.850000 sec): 3 clusters
  Score: Raw -7970939.461868 + Penalty 5408.488825 = -7965530.973043
  nChanged 3
		SP:Iteration 65Q (4563.990000 sec): 3 clusters
  Score: Raw -7970940.403074 + Penalty 5408.488825 = -7965531.914249
  nChanged 2
		SP:Iteration 66Q (4564.140000 sec): 3 clusters
  Score: Raw -7970941.135573 + Penalty 5408.488825 = -7965532.646748
  nChanged 2
		SP:Iteration 67Q (4564.280000 sec): 3 clusters
  Score: Raw -7970942.004555 + Penalty 5408.488825 = -7965533.515730
  nChanged 1
		SP:Iteration 68Q (4564.430000 sec): 3 clusters
  Score: Raw -7970942.328941 + Penalty 5408.488825 = -7965533.840116
  nChanged 0
		SP:Iteration 69F (4564.630000 sec): 3 clusters
  Score: Raw -7970942.328941 + Penalty 5408.488825 = -7965533.840116
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4564.650000 sec): 2 clusters
  Score: Raw -59607.770703 + Penalty 1516.741247 = -58091.029455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4564.650000 sec): 3 clusters
  Score: Raw -59917.745090 + Penalty 3033.482494 = -56884.262596
  nChanged 127
		SP:Iteration 1F (4564.660000 sec): 3 clusters
  Score: Raw -60621.829201 + Penalty 3033.482494 = -57588.346707
  nChanged 37
		SP:Iteration 2F (4564.660000 sec): 3 clusters
  Score: Raw -60928.925126 + Penalty 3033.482494 = -57895.442632
  nChanged 14
		SP:Iteration 3Q (4564.660000 sec): 3 clusters
  Score: Raw -61136.821278 + Penalty 3033.482494 = -58103.338783
  nChanged 1
		SP:Iteration 4Q (4564.660000 sec): 3 clusters
  Score: Raw -61146.124135 + Penalty 3033.482494 = -58112.641640
  nChanged 2
		SP:Iteration 5Q (4564.660000 sec): 3 clusters
  Score: Raw -61162.555069 + Penalty 3033.482494 = -58129.072575
  nChanged 1
		SP:Iteration 6Q (4564.670000 sec): 3 clusters
  Score: Raw -61164.189494 + Penalty 3033.482494 = -58130.707000
  nChanged 0
		SP:Iteration 7F (4564.670000 sec): 3 clusters
  Score: Raw -61164.189494 + Penalty 3033.482494 = -58130.707000
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 31.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4564.670000 sec): 2 clusters
  Score: Raw -56979.285957 + Penalty 1490.185670 = -55489.100287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4564.670000 sec): 3 clusters
  Score: Raw -57065.769638 + Penalty 2980.371340 = -54085.398298
  nChanged 72
		SP:Iteration 1F (4564.670000 sec): 3 clusters
  Score: Raw -57335.304741 + Penalty 2980.371340 = -54354.933401
  nChanged 49
		SP:Iteration 2F (4564.680000 sec): 3 clusters
  Score: Raw -57594.818950 + Penalty 2980.371340 = -54614.447610
  nChanged 38
		SP:Iteration 3F (4564.680000 sec): 3 clusters
  Score: Raw -57841.187474 + Penalty 2980.371340 = -54860.816134
  nChanged 20
		SP:Iteration 4Q (4564.680000 sec): 3 clusters
  Score: Raw -57949.883554 + Penalty 2980.371340 = -54969.512214
  nChanged 9
		SP:Iteration 5Q (4564.680000 sec): 3 clusters
  Score: Raw -57992.197737 + Penalty 2980.371340 = -55011.826397
  nChanged 7
		SP:Iteration 6Q (4564.680000 sec): 3 clusters
  Score: Raw -58035.398945 + Penalty 2980.371340 = -55055.027605
  nChanged 4
		SP:Iteration 7Q (4564.680000 sec): 3 clusters
  Score: Raw -58063.268378 + Penalty 2980.371340 = -55082.897038
  nChanged 2
		SP:Iteration 8Q (4564.690000 sec): 3 clusters
  Score: Raw -58074.817551 + Penalty 2980.371340 = -55094.446211
  nChanged 0
		SP:Iteration 9F (4564.690000 sec): 3 clusters
  Score: Raw -58074.817551 + Penalty 2980.371340 = -55094.446211
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (274266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4565.650000 sec): 2 clusters
  Score: Raw -40581780.376121 + Penalty 3105.419722 = -40578674.956399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4566.710000 sec): 3 clusters
  Score: Raw -40400301.150567 + Penalty 6210.839444 = -40394090.311123
  nChanged 132495
		SP:Iteration 1F (4567.750000 sec): 3 clusters
  Score: Raw -40479357.926225 + Penalty 6210.839444 = -40473147.086781
  nChanged 8117
		SP:Iteration 2Q (4568.830000 sec): 3 clusters
  Score: Raw -40481288.297323 + Penalty 6210.839444 = -40475077.457879
  nChanged 9518
		SP:Iteration 3Q (4569.920000 sec): 3 clusters
  Score: Raw -40484177.231566 + Penalty 6210.839444 = -40477966.392122
  nChanged 11820
		SP:Iteration 4Q (4571.010000 sec): 3 clusters
  Score: Raw -40489018.413393 + Penalty 6210.839444 = -40482807.573949
  nChanged 15301
		SP:Iteration 5F (4572.050000 sec): 3 clusters
  Score: Raw -40497472.625488 + Penalty 6210.839444 = -40491261.786044
  nChanged 19443
		SP:Iteration 6F (4573.110000 sec): 3 clusters
  Score: Raw -40511245.008724 + Penalty 6210.839444 = -40505034.169280
  nChanged 22320
		SP:Iteration 7F (4574.170000 sec): 3 clusters
  Score: Raw -40529817.346396 + Penalty 6210.839444 = -40523606.506953
  nChanged 21493
		SP:Iteration 8F (4575.210000 sec): 3 clusters
  Score: Raw -40549480.489863 + Penalty 6210.839444 = -40543269.650419
  nChanged 16719
		SP:Iteration 9F (4576.250000 sec): 3 clusters
  Score: Raw -40565512.002168 + Penalty 6210.839444 = -40559301.162724
  nChanged 10423
		SP:Iteration 10Q (4577.190000 sec): 3 clusters
  Score: Raw -40575533.529032 + Penalty 6210.839444 = -40569322.689588
  nChanged 4721
		SP:Iteration 11Q (4578.050000 sec): 3 clusters
  Score: Raw -40579826.558261 + Penalty 6210.839444 = -40573615.718817
  nChanged 1701
		SP:Iteration 12Q (4578.830000 sec): 3 clusters
  Score: Raw -40581327.810639 + Penalty 6210.839444 = -40575116.971195
  nChanged 521
		SP:Iteration 13Q (4579.590000 sec): 3 clusters
  Score: Raw -40581820.643344 + Penalty 6210.839444 = -40575609.803900
  nChanged 182
		SP:Iteration 14Q (4580.330000 sec): 3 clusters
  Score: Raw -40582006.938986 + Penalty 6210.839444 = -40575796.099543
  nChanged 85
		SP:Iteration 15Q (4581.060000 sec): 3 clusters
  Score: Raw -40582088.583294 + Penalty 6210.839444 = -40575877.743850
  nChanged 37
		SP:Iteration 16Q (4581.810000 sec): 3 clusters
  Score: Raw -40582120.513961 + Penalty 6210.839444 = -40575909.674517
  nChanged 18
		SP:Iteration 17Q (4582.540000 sec): 3 clusters
  Score: Raw -40582137.965105 + Penalty 6210.839444 = -40575927.125661
  nChanged 18
		SP:Iteration 18Q (4583.260000 sec): 3 clusters
  Score: Raw -40582155.461755 + Penalty 6210.839444 = -40575944.622311
  nChanged 11
		SP:Iteration 19Q (4583.990000 sec): 3 clusters
  Score: Raw -40582165.094043 + Penalty 6210.839444 = -40575954.254599
  nChanged 5
		SP:Iteration 20F (4585.010000 sec): 3 clusters
  Score: Raw -40582168.187913 + Penalty 6210.839444 = -40575957.348469
  nChanged 2
		SP:Iteration 21Q (4585.740000 sec): 3 clusters
  Score: Raw -40582170.227296 + Penalty 6210.839444 = -40575959.387852
  nChanged 2
		SP:Iteration 22Q (4586.460000 sec): 3 clusters
  Score: Raw -40582171.873521 + Penalty 6210.839444 = -40575961.034078
  nChanged 3
		SP:Iteration 23Q (4587.200000 sec): 3 clusters
  Score: Raw -40582173.675879 + Penalty 6210.839444 = -40575962.836435
  nChanged 0
		SP:Iteration 24F (4588.220000 sec): 3 clusters
  Score: Raw -40582173.675879 + Penalty 6210.839444 = -40575962.836435
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (32267 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4588.420000 sec): 2 clusters
  Score: Raw -4935727.766312 + Penalty 2574.686478 = -4933153.079834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4588.550000 sec): 3 clusters
  Score: Raw -4916135.504801 + Penalty 5149.372956 = -4910986.131844
  nChanged 14674
		SP:Iteration 1F (4588.670000 sec): 3 clusters
  Score: Raw -4924128.351497 + Penalty 5149.372956 = -4918978.978541
  nChanged 1425
		SP:Iteration 2Q (4588.790000 sec): 3 clusters
  Score: Raw -4924573.484363 + Penalty 5149.372956 = -4919424.111406
  nChanged 1309
		SP:Iteration 3Q (4588.920000 sec): 3 clusters
  Score: Raw -4925005.644021 + Penalty 5149.372956 = -4919856.271065
  nChanged 1355
		SP:Iteration 4Q (4589.040000 sec): 3 clusters
  Score: Raw -4925505.613222 + Penalty 5149.372956 = -4920356.240266
  nChanged 1470
		SP:Iteration 5Q (4589.160000 sec): 3 clusters
  Score: Raw -4926113.734691 + Penalty 5149.372956 = -4920964.361735
  nChanged 1617
		SP:Iteration 6F (4589.280000 sec): 3 clusters
  Score: Raw -4926930.975955 + Penalty 5149.372956 = -4921781.602999
  nChanged 1860
		SP:Iteration 7F (4589.410000 sec): 3 clusters
  Score: Raw -4928066.365312 + Penalty 5149.372956 = -4922916.992355
  nChanged 1976
		SP:Iteration 8F (4589.530000 sec): 3 clusters
  Score: Raw -4929473.270972 + Penalty 5149.372956 = -4924323.898016
  nChanged 1976
		SP:Iteration 9F (4589.650000 sec): 3 clusters
  Score: Raw -4931049.209910 + Penalty 5149.372956 = -4925899.836953
  nChanged 1760
		SP:Iteration 10F (4589.770000 sec): 3 clusters
  Score: Raw -4932510.991221 + Penalty 5149.372956 = -4927361.618264
  nChanged 1396
		SP:Iteration 11Q (4589.890000 sec): 3 clusters
  Score: Raw -4933603.832036 + Penalty 5149.372956 = -4928454.459079
  nChanged 1050
		SP:Iteration 12Q (4590.010000 sec): 3 clusters
  Score: Raw -4934239.123019 + Penalty 5149.372956 = -4929089.750063
  nChanged 663
		SP:Iteration 13Q (4590.120000 sec): 3 clusters
  Score: Raw -4934538.171895 + Penalty 5149.372956 = -4929388.798939
  nChanged 437
		SP:Iteration 14Q (4590.230000 sec): 3 clusters
  Score: Raw -4934711.030765 + Penalty 5149.372956 = -4929561.657808
  nChanged 354
		SP:Iteration 15Q (4590.340000 sec): 3 clusters
  Score: Raw -4934842.729435 + Penalty 5149.372956 = -4929693.356479
  nChanged 324
		SP:Iteration 16Q (4590.440000 sec): 3 clusters
  Score: Raw -4934951.638893 + Penalty 5149.372956 = -4929802.265937
  nChanged 296
		SP:Iteration 17Q (4590.550000 sec): 3 clusters
  Score: Raw -4935051.594504 + Penalty 5149.372956 = -4929902.221548
  nChanged 284
		SP:Iteration 18Q (4590.650000 sec): 3 clusters
  Score: Raw -4935144.818948 + Penalty 5149.372956 = -4929995.445991
  nChanged 239
		SP:Iteration 19Q (4590.750000 sec): 3 clusters
  Score: Raw -4935222.114161 + Penalty 5149.372956 = -4930072.741204
  nChanged 218
		SP:Iteration 20F (4590.870000 sec): 3 clusters
  Score: Raw -4935286.318468 + Penalty 5149.372956 = -4930136.945511
  nChanged 184
		SP:Iteration 21Q (4590.980000 sec): 3 clusters
  Score: Raw -4935336.694493 + Penalty 5149.372956 = -4930187.321536
  nChanged 178
		SP:Iteration 22Q (4591.080000 sec): 3 clusters
  Score: Raw -4935383.227627 + Penalty 5149.372956 = -4930233.854670
  nChanged 143
		SP:Iteration 23Q (4591.180000 sec): 3 clusters
  Score: Raw -4935416.543420 + Penalty 5149.372956 = -4930267.170464
  nChanged 136
		SP:Iteration 24Q (4591.280000 sec): 3 clusters
  Score: Raw -4935448.952071 + Penalty 5149.372956 = -4930299.579114
  nChanged 112
		SP:Iteration 25Q (4591.380000 sec): 3 clusters
  Score: Raw -4935475.938178 + Penalty 5149.372956 = -4930326.565222
  nChanged 95
		SP:Iteration 26Q (4591.480000 sec): 3 clusters
  Score: Raw -4935495.629213 + Penalty 5149.372956 = -4930346.256257
  nChanged 78
		SP:Iteration 27Q (4591.580000 sec): 3 clusters
  Score: Raw -4935511.748064 + Penalty 5149.372956 = -4930362.375108
  nChanged 81
		SP:Iteration 28Q (4591.680000 sec): 3 clusters
  Score: Raw -4935529.380409 + Penalty 5149.372956 = -4930380.007453
  nChanged 78
		SP:Iteration 29Q (4591.780000 sec): 3 clusters
  Score: Raw -4935545.512433 + Penalty 5149.372956 = -4930396.139477
  nChanged 72
		SP:Iteration 30Q (4591.880000 sec): 3 clusters
  Score: Raw -4935561.982671 + Penalty 5149.372956 = -4930412.609714
  nChanged 70
		SP:Iteration 31Q (4591.980000 sec): 3 clusters
  Score: Raw -4935578.296840 + Penalty 5149.372956 = -4930428.923883
  nChanged 67
		SP:Iteration 32Q (4592.070000 sec): 3 clusters
  Score: Raw -4935593.101764 + Penalty 5149.372956 = -4930443.728808
  nChanged 62
		SP:Iteration 33Q (4592.170000 sec): 3 clusters
  Score: Raw -4935608.496570 + Penalty 5149.372956 = -4930459.123614
  nChanged 55
		SP:Iteration 34Q (4592.270000 sec): 3 clusters
  Score: Raw -4935619.648978 + Penalty 5149.372956 = -4930470.276021
  nChanged 49
		SP:Iteration 35Q (4592.360000 sec): 3 clusters
  Score: Raw -4935629.356092 + Penalty 5149.372956 = -4930479.983136
  nChanged 45
		SP:Iteration 36Q (4592.460000 sec): 3 clusters
  Score: Raw -4935638.957174 + Penalty 5149.372956 = -4930489.584218
  nChanged 54
		SP:Iteration 37Q (4592.560000 sec): 3 clusters
  Score: Raw -4935651.875779 + Penalty 5149.372956 = -4930502.502823
  nChanged 57
		SP:Iteration 38Q (4592.660000 sec): 3 clusters
  Score: Raw -4935665.752121 + Penalty 5149.372956 = -4930516.379165
  nChanged 47
		SP:Iteration 39Q (4592.750000 sec): 3 clusters
  Score: Raw -4935675.056040 + Penalty 5149.372956 = -4930525.683083
  nChanged 44
		SP:Iteration 40F (4592.870000 sec): 3 clusters
  Score: Raw -4935684.330919 + Penalty 5149.372956 = -4930534.957963
  nChanged 32
		SP:Iteration 41Q (4592.960000 sec): 3 clusters
  Score: Raw -4935690.372345 + Penalty 5149.372956 = -4930540.999389
  nChanged 28
		SP:Iteration 42Q (4593.060000 sec): 3 clusters
  Score: Raw -4935695.075073 + Penalty 5149.372956 = -4930545.702117
  nChanged 34
		SP:Iteration 43Q (4593.160000 sec): 3 clusters
  Score: Raw -4935700.803839 + Penalty 5149.372956 = -4930551.430883
  nChanged 27
		SP:Iteration 44Q (4593.250000 sec): 3 clusters
  Score: Raw -4935706.021377 + Penalty 5149.372956 = -4930556.648420
  nChanged 27
		SP:Iteration 45Q (4593.350000 sec): 3 clusters
  Score: Raw -4935711.383235 + Penalty 5149.372956 = -4930562.010278
  nChanged 30
		SP:Iteration 46Q (4593.440000 sec): 3 clusters
  Score: Raw -4935718.194339 + Penalty 5149.372956 = -4930568.821383
  nChanged 40
		SP:Iteration 47Q (4593.530000 sec): 3 clusters
  Score: Raw -4935726.241962 + Penalty 5149.372956 = -4930576.869005
  nChanged 33
		SP:Iteration 48Q (4593.620000 sec): 3 clusters
  Score: Raw -4935732.151959 + Penalty 5149.372956 = -4930582.779003
  nChanged 27
		SP:Iteration 49Q (4593.720000 sec): 3 clusters
  Score: Raw -4935737.258867 + Penalty 5149.372956 = -4930587.885911
  nChanged 34
		SP:Iteration 50Q (4593.810000 sec): 3 clusters
  Score: Raw -4935743.729784 + Penalty 5149.372956 = -4930594.356827
  nChanged 31
		SP:Iteration 51Q (4593.900000 sec): 3 clusters
  Score: Raw -4935749.780714 + Penalty 5149.372956 = -4930600.407757
  nChanged 31
		SP:Iteration 52Q (4594.000000 sec): 3 clusters
  Score: Raw -4935755.685073 + Penalty 5149.372956 = -4930606.312117
  nChanged 27
		SP:Iteration 53Q (4594.090000 sec): 3 clusters
  Score: Raw -4935761.938365 + Penalty 5149.372956 = -4930612.565409
  nChanged 34
		SP:Iteration 54Q (4594.180000 sec): 3 clusters
  Score: Raw -4935770.869202 + Penalty 5149.372956 = -4930621.496245
  nChanged 37
		SP:Iteration 55Q (4594.270000 sec): 3 clusters
  Score: Raw -4935780.901533 + Penalty 5149.372956 = -4930631.528577
  nChanged 48
		SP:Iteration 56Q (4594.360000 sec): 3 clusters
  Score: Raw -4935793.205547 + Penalty 5149.372956 = -4930643.832591
  nChanged 41
		SP:Iteration 57Q (4594.450000 sec): 3 clusters
  Score: Raw -4935805.489546 + Penalty 5149.372956 = -4930656.116589
  nChanged 37
		SP:Iteration 58Q (4594.540000 sec): 3 clusters
  Score: Raw -4935815.270996 + Penalty 5149.372956 = -4930665.898039
  nChanged 33
		SP:Iteration 59Q (4594.640000 sec): 3 clusters
  Score: Raw -4935824.375132 + Penalty 5149.372956 = -4930675.002176
  nChanged 35
		SP:Iteration 60F (4594.760000 sec): 3 clusters
  Score: Raw -4935832.907042 + Penalty 5149.372956 = -4930683.534086
  nChanged 26
		SP:Iteration 61Q (4594.850000 sec): 3 clusters
  Score: Raw -4935839.790059 + Penalty 5149.372956 = -4930690.417102
  nChanged 23
		SP:Iteration 62Q (4594.940000 sec): 3 clusters
  Score: Raw -4935846.589250 + Penalty 5149.372956 = -4930697.216294
  nChanged 25
		SP:Iteration 63Q (4595.040000 sec): 3 clusters
  Score: Raw -4935853.048770 + Penalty 5149.372956 = -4930703.675814
  nChanged 26
		SP:Iteration 64Q (4595.130000 sec): 3 clusters
  Score: Raw -4935860.129304 + Penalty 5149.372956 = -4930710.756348
  nChanged 31
		SP:Iteration 65Q (4595.220000 sec): 3 clusters
  Score: Raw -4935871.155059 + Penalty 5149.372956 = -4930721.782103
  nChanged 32
		SP:Iteration 66Q (4595.310000 sec): 3 clusters
  Score: Raw -4935880.028153 + Penalty 5149.372956 = -4930730.655197
  nChanged 26
		SP:Iteration 67Q (4595.400000 sec): 3 clusters
  Score: Raw -4935885.932334 + Penalty 5149.372956 = -4930736.559378
  nChanged 26
		SP:Iteration 68Q (4595.500000 sec): 3 clusters
  Score: Raw -4935892.614107 + Penalty 5149.372956 = -4930743.241151
  nChanged 25
		SP:Iteration 69Q (4595.590000 sec): 3 clusters
  Score: Raw -4935899.643408 + Penalty 5149.372956 = -4930750.270451
  nChanged 22
		SP:Iteration 70Q (4595.680000 sec): 3 clusters
  Score: Raw -4935906.278396 + Penalty 5149.372956 = -4930756.905440
  nChanged 21
		SP:Iteration 71Q (4595.770000 sec): 3 clusters
  Score: Raw -4935912.363207 + Penalty 5149.372956 = -4930762.990250
  nChanged 24
		SP:Iteration 72Q (4595.860000 sec): 3 clusters
  Score: Raw -4935919.898579 + Penalty 5149.372956 = -4930770.525622
  nChanged 26
		SP:Iteration 73Q (4595.960000 sec): 3 clusters
  Score: Raw -4935927.185995 + Penalty 5149.372956 = -4930777.813038
  nChanged 28
		SP:Iteration 74Q (4596.040000 sec): 3 clusters
  Score: Raw -4935936.650415 + Penalty 5149.372956 = -4930787.277459
  nChanged 22
		SP:Iteration 75Q (4596.140000 sec): 3 clusters
  Score: Raw -4935942.505436 + Penalty 5149.372956 = -4930793.132479
  nChanged 23
		SP:Iteration 76Q (4596.230000 sec): 3 clusters
  Score: Raw -4935948.356193 + Penalty 5149.372956 = -4930798.983236
  nChanged 15
		SP:Iteration 77Q (4596.320000 sec): 3 clusters
  Score: Raw -4935953.700177 + Penalty 5149.372956 = -4930804.327221
  nChanged 21
		SP:Iteration 78Q (4596.410000 sec): 3 clusters
  Score: Raw -4935960.494264 + Penalty 5149.372956 = -4930811.121308
  nChanged 26
		SP:Iteration 79Q (4596.500000 sec): 3 clusters
  Score: Raw -4935967.874164 + Penalty 5149.372956 = -4930818.501208
  nChanged 18
		SP:Iteration 80F (4596.620000 sec): 3 clusters
  Score: Raw -4935974.559397 + Penalty 5149.372956 = -4930825.186440
  nChanged 22
		SP:Iteration 81Q (4596.710000 sec): 3 clusters
  Score: Raw -4935980.375705 + Penalty 5149.372956 = -4930831.002749
  nChanged 18
		SP:Iteration 82Q (4596.800000 sec): 3 clusters
  Score: Raw -4935986.087948 + Penalty 5149.372956 = -4930836.714992
  nChanged 18
		SP:Iteration 83Q (4596.890000 sec): 3 clusters
  Score: Raw -4935990.892709 + Penalty 5149.372956 = -4930841.519753
  nChanged 12
		SP:Iteration 84Q (4596.980000 sec): 3 clusters
  Score: Raw -4935995.104140 + Penalty 5149.372956 = -4930845.731184
  nChanged 15
		SP:Iteration 85Q (4597.070000 sec): 3 clusters
  Score: Raw -4935999.598355 + Penalty 5149.372956 = -4930850.225398
  nChanged 14
		SP:Iteration 86Q (4597.160000 sec): 3 clusters
  Score: Raw -4936003.749006 + Penalty 5149.372956 = -4930854.376050
  nChanged 17
		SP:Iteration 87Q (4597.250000 sec): 3 clusters
  Score: Raw -4936009.530709 + Penalty 5149.372956 = -4930860.157753
  nChanged 22
		SP:Iteration 88Q (4597.340000 sec): 3 clusters
  Score: Raw -4936016.609218 + Penalty 5149.372956 = -4930867.236262
  nChanged 20
		SP:Iteration 89Q (4597.430000 sec): 3 clusters
  Score: Raw -4936022.000895 + Penalty 5149.372956 = -4930872.627939
  nChanged 17
		SP:Iteration 90Q (4597.520000 sec): 3 clusters
  Score: Raw -4936025.976463 + Penalty 5149.372956 = -4930876.603506
  nChanged 14
		SP:Iteration 91Q (4597.610000 sec): 3 clusters
  Score: Raw -4936029.692175 + Penalty 5149.372956 = -4930880.319219
  nChanged 12
		SP:Iteration 92Q (4597.700000 sec): 3 clusters
  Score: Raw -4936033.334631 + Penalty 5149.372956 = -4930883.961674
  nChanged 9
		SP:Iteration 93Q (4597.790000 sec): 3 clusters
  Score: Raw -4936035.843798 + Penalty 5149.372956 = -4930886.470841
  nChanged 8
		SP:Iteration 94Q (4597.880000 sec): 3 clusters
  Score: Raw -4936037.549621 + Penalty 5149.372956 = -4930888.176665
  nChanged 6
		SP:Iteration 95Q (4597.970000 sec): 3 clusters
  Score: Raw -4936039.233182 + Penalty 5149.372956 = -4930889.860226
  nChanged 8
		SP:Iteration 96Q (4598.060000 sec): 3 clusters
  Score: Raw -4936041.472825 + Penalty 5149.372956 = -4930892.099869
  nChanged 9
		SP:Iteration 97Q (4598.150000 sec): 3 clusters
  Score: Raw -4936044.476515 + Penalty 5149.372956 = -4930895.103559
  nChanged 8
		SP:Iteration 98Q (4598.240000 sec): 3 clusters
  Score: Raw -4936047.718396 + Penalty 5149.372956 = -4930898.345440
  nChanged 7
		SP:Iteration 99Q (4598.330000 sec): 3 clusters
  Score: Raw -4936050.078788 + Penalty 5149.372956 = -4930900.705831
  nChanged 9
		SP:Iteration 100F (4598.450000 sec): 3 clusters
  Score: Raw -4936052.168162 + Penalty 5149.372956 = -4930902.795206
  nChanged 5
		SP:Iteration 101Q (4598.540000 sec): 3 clusters
  Score: Raw -4936053.206728 + Penalty 5149.372956 = -4930903.833772
  nChanged 2
		SP:Iteration 102Q (4598.620000 sec): 3 clusters
  Score: Raw -4936054.013470 + Penalty 5149.372956 = -4930904.640514
  nChanged 0
		SP:Iteration 103F (4598.740000 sec): 3 clusters
  Score: Raw -4936054.013470 + Penalty 5149.372956 = -4930904.640514
  nChanged 0
Deleting Class 31 (158 points): Lose 1849.396383 but Gain 3374.686117
Iteration 59Q (4606.830000 sec): 31 clusters
  Score: Raw -117596618.312080 + Penalty 101240.583519 = -117495377.728561
  nChanged 2250
Deleting Class 29 (311 points): Lose 3353.489515 but Gain 3374.686117
Iteration 60F (4638.820000 sec): 30 clusters
  Score: Raw -117596041.157344 + Penalty 97865.897402 = -117498175.259942
  nChanged 2214
Iteration 61Q (4646.810000 sec): 30 clusters
  Score: Raw -117598852.871028 + Penalty 97865.897402 = -117500986.973626
  nChanged 1706
Iteration 62Q (4654.810000 sec): 30 clusters
  Score: Raw -117599311.925384 + Penalty 97865.897402 = -117501446.027983
  nChanged 1481
Iteration 63Q (4662.760000 sec): 30 clusters
  Score: Raw -117599549.725556 + Penalty 97865.897402 = -117501683.828154
  nChanged 1229
Iteration 64Q (4670.710000 sec): 30 clusters
  Score: Raw -117599682.507726 + Penalty 97865.897402 = -117501816.610324
  nChanged 1101
Iteration 65Q (4678.640000 sec): 30 clusters
  Score: Raw -117599784.330017 + Penalty 97865.897402 = -117501918.432615
  nChanged 972
Iteration 66Q (4686.580000 sec): 30 clusters
  Score: Raw -117599864.346463 + Penalty 97865.897402 = -117501998.449061
  nChanged 838
Iteration 67Q (4694.510000 sec): 30 clusters
  Score: Raw -117599916.988733 + Penalty 97865.897402 = -117502051.091332
  nChanged 752
Iteration 68Q (4702.430000 sec): 30 clusters
  Score: Raw -117599996.544800 + Penalty 97865.897402 = -117502130.647398
  nChanged 705
Iteration 69Q (4710.380000 sec): 30 clusters
  Score: Raw -117600043.898112 + Penalty 97865.897402 = -117502178.000711
  nChanged 686
Iteration 70Q (4718.280000 sec): 30 clusters
  Score: Raw -117600107.375234 + Penalty 97865.897402 = -117502241.477833
  nChanged 663
Iteration 71Q (4726.200000 sec): 30 clusters
  Score: Raw -117600215.618237 + Penalty 97865.897402 = -117502349.720836
  nChanged 598
Iteration 72Q (4734.100000 sec): 30 clusters
  Score: Raw -117600294.180010 + Penalty 97865.897402 = -117502428.282608
  nChanged 567
Iteration 73Q (4742.000000 sec): 30 clusters
  Score: Raw -117600345.122982 + Penalty 97865.897402 = -117502479.225580
  nChanged 524
Iteration 74Q (4749.890000 sec): 30 clusters
  Score: Raw -117600385.924317 + Penalty 97865.897402 = -117502520.026915
  nChanged 479
Iteration 75Q (4757.770000 sec): 30 clusters
  Score: Raw -117600411.798880 + Penalty 97865.897402 = -117502545.901478
  nChanged 448
Iteration 76Q (4765.670000 sec): 30 clusters
  Score: Raw -117600430.609516 + Penalty 97865.897402 = -117502564.712114
  nChanged 390
Iteration 77Q (4773.560000 sec): 30 clusters
  Score: Raw -117600446.283011 + Penalty 97865.897402 = -117502580.385609
  nChanged 351
Iteration 78Q (4781.450000 sec): 30 clusters
  Score: Raw -117600460.532973 + Penalty 97865.897402 = -117502594.635572
  nChanged 343
Iteration 79Q (4789.340000 sec): 30 clusters
  Score: Raw -117600472.261813 + Penalty 97865.897402 = -117502606.364411
  nChanged 334
Iteration 80F (4820.390000 sec): 30 clusters
  Score: Raw -117600592.053810 + Penalty 97865.897402 = -117502726.156408
  nChanged 319
Iteration 81Q (4828.330000 sec): 30 clusters
  Score: Raw -117600738.497922 + Penalty 97865.897402 = -117502872.600521
  nChanged 286
Iteration 82Q (4836.250000 sec): 30 clusters
  Score: Raw -117600825.963951 + Penalty 97865.897402 = -117502960.066549
  nChanged 290
Iteration 83Q (4844.190000 sec): 30 clusters
  Score: Raw -117600860.914698 + Penalty 97865.897402 = -117502995.017297
  nChanged 286
Iteration 84Q (4852.110000 sec): 30 clusters
  Score: Raw -117600885.634725 + Penalty 97865.897402 = -117503019.737324
  nChanged 257
Iteration 85Q (4860.030000 sec): 30 clusters
  Score: Raw -117600895.221330 + Penalty 97865.897402 = -117503029.323928
  nChanged 227
Iteration 86Q (4867.980000 sec): 30 clusters
  Score: Raw -117600903.061254 + Penalty 97865.897402 = -117503037.163853
  nChanged 210
Iteration 87Q (4875.920000 sec): 30 clusters
  Score: Raw -117600910.587576 + Penalty 97865.897402 = -117503044.690175
  nChanged 181
Iteration 88Q (4883.850000 sec): 30 clusters
  Score: Raw -117600916.390058 + Penalty 97865.897402 = -117503050.492657
  nChanged 179
Iteration 89Q (4891.800000 sec): 30 clusters
  Score: Raw -117600921.514868 + Penalty 97865.897402 = -117503055.617466
  nChanged 169
Iteration 90Q (4899.720000 sec): 30 clusters
  Score: Raw -117600926.794401 + Penalty 97865.897402 = -117503060.896999
  nChanged 140
Iteration 91Q (4907.680000 sec): 30 clusters
  Score: Raw -117600931.595221 + Penalty 97865.897402 = -117503065.697819
  nChanged 150
Iteration 92Q (4915.630000 sec): 30 clusters
  Score: Raw -117600936.204715 + Penalty 97865.897402 = -117503070.307313
  nChanged 140
Iteration 93Q (4923.580000 sec): 30 clusters
  Score: Raw -117600940.816523 + Penalty 97865.897402 = -117503074.919121
  nChanged 140
Iteration 94Q (4931.540000 sec): 30 clusters
  Score: Raw -117600945.659527 + Penalty 97865.897402 = -117503079.762125
  nChanged 123
Iteration 95Q (4939.480000 sec): 30 clusters
  Score: Raw -117600950.073165 + Penalty 97865.897402 = -117503084.175763
  nChanged 103
Iteration 96Q (4947.400000 sec): 30 clusters
  Score: Raw -117600954.316074 + Penalty 97865.897402 = -117503088.418672
  nChanged 101
Iteration 97Q (4955.310000 sec): 30 clusters
  Score: Raw -117600958.277402 + Penalty 97865.897402 = -117503092.380001
  nChanged 107
Iteration 98Q (4963.290000 sec): 30 clusters
  Score: Raw -117600962.997859 + Penalty 97865.897402 = -117503097.100457
  nChanged 101
Writing temp clu file 
Because OldScore, -117503092.380001, is greater than current (better) Score,-117503097.100457 
 Compute initial score before splitting:   Score: Raw -117600962.997859 + Penalty 97865.897402 = -117503097.100457
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4963.450000 sec): 2 clusters
  Score: Raw -1044733.023530 + Penalty 2200.028897 = -1042532.994633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4963.470000 sec): 3 clusters
  Score: Raw -1041102.376651 + Penalty 4400.057795 = -1036702.318856
  nChanged 2803
		SP:Iteration 1F (4963.500000 sec): 3 clusters
  Score: Raw -1042666.443963 + Penalty 4400.057795 = -1038266.386168
  nChanged 470
		SP:Iteration 2F (4963.520000 sec): 3 clusters
  Score: Raw -1042886.605049 + Penalty 4400.057795 = -1038486.547254
  nChanged 325
		SP:Iteration 3Q (4963.550000 sec): 3 clusters
  Score: Raw -1043027.003872 + Penalty 4400.057795 = -1038626.946077
  nChanged 259
		SP:Iteration 4Q (4963.580000 sec): 3 clusters
  Score: Raw -1043144.281213 + Penalty 4400.057795 = -1038744.223418
  nChanged 225
		SP:Iteration 5Q (4963.600000 sec): 3 clusters
  Score: Raw -1043241.242948 + Penalty 4400.057795 = -1038841.185153
  nChanged 177
		SP:Iteration 6Q (4963.630000 sec): 3 clusters
  Score: Raw -1043309.999806 + Penalty 4400.057795 = -1038909.942012
  nChanged 142
		SP:Iteration 7Q (4963.650000 sec): 3 clusters
  Score: Raw -1043368.433676 + Penalty 4400.057795 = -1038968.375881
  nChanged 130
		SP:Iteration 8Q (4963.680000 sec): 3 clusters
  Score: Raw -1043424.487800 + Penalty 4400.057795 = -1039024.430005
  nChanged 135
		SP:Iteration 9Q (4963.700000 sec): 3 clusters
  Score: Raw -1043487.295056 + Penalty 4400.057795 = -1039087.237261
  nChanged 144
		SP:Iteration 10Q (4963.730000 sec): 3 clusters
  Score: Raw -1043553.958211 + Penalty 4400.057795 = -1039153.900416
  nChanged 154
		SP:Iteration 11Q (4963.750000 sec): 3 clusters
  Score: Raw -1043624.042754 + Penalty 4400.057795 = -1039223.984959
  nChanged 146
		SP:Iteration 12Q (4963.780000 sec): 3 clusters
  Score: Raw -1043696.271649 + Penalty 4400.057795 = -1039296.213854
  nChanged 157
		SP:Iteration 13Q (4963.800000 sec): 3 clusters
  Score: Raw -1043785.173803 + Penalty 4400.057795 = -1039385.116008
  nChanged 164
		SP:Iteration 14Q (4963.830000 sec): 3 clusters
  Score: Raw -1043886.265200 + Penalty 4400.057795 = -1039486.207405
  nChanged 177
		SP:Iteration 15Q (4963.860000 sec): 3 clusters
  Score: Raw -1043995.800675 + Penalty 4400.057795 = -1039595.742880
  nChanged 193
		SP:Iteration 16Q (4963.880000 sec): 3 clusters
  Score: Raw -1044110.133372 + Penalty 4400.057795 = -1039710.075577
  nChanged 179
		SP:Iteration 17Q (4963.900000 sec): 3 clusters
  Score: Raw -1044208.298858 + Penalty 4400.057795 = -1039808.241063
  nChanged 161
		SP:Iteration 18Q (4963.930000 sec): 3 clusters
  Score: Raw -1044291.380890 + Penalty 4400.057795 = -1039891.323095
  nChanged 160
		SP:Iteration 19Q (4963.950000 sec): 3 clusters
  Score: Raw -1044382.068280 + Penalty 4400.057795 = -1039982.010485
  nChanged 155
		SP:Iteration 20F (4963.980000 sec): 3 clusters
  Score: Raw -1044461.287800 + Penalty 4400.057795 = -1040061.230005
  nChanged 114
		SP:Iteration 21Q (4964.000000 sec): 3 clusters
  Score: Raw -1044511.917430 + Penalty 4400.057795 = -1040111.859635
  nChanged 94
		SP:Iteration 22Q (4964.020000 sec): 3 clusters
  Score: Raw -1044553.019839 + Penalty 4400.057795 = -1040152.962044
  nChanged 91
		SP:Iteration 23Q (4964.040000 sec): 3 clusters
  Score: Raw -1044588.796925 + Penalty 4400.057795 = -1040188.739130
  nChanged 80
		SP:Iteration 24Q (4964.070000 sec): 3 clusters
  Score: Raw -1044620.546184 + Penalty 4400.057795 = -1040220.488389
  nChanged 66
		SP:Iteration 25Q (4964.090000 sec): 3 clusters
  Score: Raw -1044643.716844 + Penalty 4400.057795 = -1040243.659049
  nChanged 68
		SP:Iteration 26Q (4964.120000 sec): 3 clusters
  Score: Raw -1044667.578828 + Penalty 4400.057795 = -1040267.521033
  nChanged 51
		SP:Iteration 27Q (4964.140000 sec): 3 clusters
  Score: Raw -1044683.042038 + Penalty 4400.057795 = -1040282.984243
  nChanged 44
		SP:Iteration 28Q (4964.160000 sec): 3 clusters
  Score: Raw -1044696.140105 + Penalty 4400.057795 = -1040296.082310
  nChanged 37
		SP:Iteration 29Q (4964.180000 sec): 3 clusters
  Score: Raw -1044708.006601 + Penalty 4400.057795 = -1040307.948806
  nChanged 30
		SP:Iteration 30Q (4964.210000 sec): 3 clusters
  Score: Raw -1044718.531807 + Penalty 4400.057795 = -1040318.474012
  nChanged 30
		SP:Iteration 31Q (4964.230000 sec): 3 clusters
  Score: Raw -1044730.120090 + Penalty 4400.057795 = -1040330.062295
  nChanged 34
		SP:Iteration 32Q (4964.250000 sec): 3 clusters
  Score: Raw -1044740.204715 + Penalty 4400.057795 = -1040340.146920
  nChanged 35
		SP:Iteration 33Q (4964.280000 sec): 3 clusters
  Score: Raw -1044751.366946 + Penalty 4400.057795 = -1040351.309151
  nChanged 33
		SP:Iteration 34Q (4964.300000 sec): 3 clusters
  Score: Raw -1044761.780462 + Penalty 4400.057795 = -1040361.722667
  nChanged 28
		SP:Iteration 35Q (4964.320000 sec): 3 clusters
  Score: Raw -1044771.551721 + Penalty 4400.057795 = -1040371.493926
  nChanged 31
		SP:Iteration 36Q (4964.340000 sec): 3 clusters
  Score: Raw -1044782.733139 + Penalty 4400.057795 = -1040382.675344
  nChanged 30
		SP:Iteration 37Q (4964.360000 sec): 3 clusters
  Score: Raw -1044792.094986 + Penalty 4400.057795 = -1040392.037191
  nChanged 27
		SP:Iteration 38Q (4964.390000 sec): 3 clusters
  Score: Raw -1044800.875533 + Penalty 4400.057795 = -1040400.817738
  nChanged 35
		SP:Iteration 39Q (4964.410000 sec): 3 clusters
  Score: Raw -1044810.770359 + Penalty 4400.057795 = -1040410.712564
  nChanged 24
		SP:Iteration 40F (4964.440000 sec): 3 clusters
  Score: Raw -1044818.577221 + Penalty 4400.057795 = -1040418.519426
  nChanged 27
		SP:Iteration 41Q (4964.460000 sec): 3 clusters
  Score: Raw -1044828.188909 + Penalty 4400.057795 = -1040428.131114
  nChanged 31
		SP:Iteration 42Q (4964.480000 sec): 3 clusters
  Score: Raw -1044840.549439 + Penalty 4400.057795 = -1040440.491644
  nChanged 32
		SP:Iteration 43Q (4964.510000 sec): 3 clusters
  Score: Raw -1044852.968202 + Penalty 4400.057795 = -1040452.910407
  nChanged 31
		SP:Iteration 44Q (4964.530000 sec): 3 clusters
  Score: Raw -1044865.918042 + Penalty 4400.057795 = -1040465.860247
  nChanged 35
		SP:Iteration 45Q (4964.550000 sec): 3 clusters
  Score: Raw -1044879.466691 + Penalty 4400.057795 = -1040479.408896
  nChanged 31
		SP:Iteration 46Q (4964.580000 sec): 3 clusters
  Score: Raw -1044891.578050 + Penalty 4400.057795 = -1040491.520255
  nChanged 30
		SP:Iteration 47Q (4964.600000 sec): 3 clusters
  Score: Raw -1044901.036375 + Penalty 4400.057795 = -1040500.978580
  nChanged 25
		SP:Iteration 48Q (4964.620000 sec): 3 clusters
  Score: Raw -1044908.799873 + Penalty 4400.057795 = -1040508.742078
  nChanged 25
		SP:Iteration 49Q (4964.640000 sec): 3 clusters
  Score: Raw -1044917.070502 + Penalty 4400.057795 = -1040517.012707
  nChanged 20
		SP:Iteration 50Q (4964.670000 sec): 3 clusters
  Score: Raw -1044923.206751 + Penalty 4400.057795 = -1040523.148956
  nChanged 13
		SP:Iteration 51Q (4964.690000 sec): 3 clusters
  Score: Raw -1044928.381089 + Penalty 4400.057795 = -1040528.323294
  nChanged 13
		SP:Iteration 52Q (4964.710000 sec): 3 clusters
  Score: Raw -1044932.613411 + Penalty 4400.057795 = -1040532.555616
  nChanged 8
		SP:Iteration 53Q (4964.730000 sec): 3 clusters
  Score: Raw -1044935.429019 + Penalty 4400.057795 = -1040535.371224
  nChanged 7
		SP:Iteration 54Q (4964.750000 sec): 3 clusters
  Score: Raw -1044937.630326 + Penalty 4400.057795 = -1040537.572532
  nChanged 9
		SP:Iteration 55Q (4964.770000 sec): 3 clusters
  Score: Raw -1044942.648733 + Penalty 4400.057795 = -1040542.590938
  nChanged 10
		SP:Iteration 56Q (4964.790000 sec): 3 clusters
  Score: Raw -1044944.934759 + Penalty 4400.057795 = -1040544.876964
  nChanged 4
		SP:Iteration 57Q (4964.820000 sec): 3 clusters
  Score: Raw -1044945.972970 + Penalty 4400.057795 = -1040545.915175
  nChanged 1
		SP:Iteration 58Q (4964.840000 sec): 3 clusters
  Score: Raw -1044946.336858 + Penalty 4400.057795 = -1040546.279063
  nChanged 0
		SP:Iteration 59F (4964.870000 sec): 3 clusters
  Score: Raw -1044946.336858 + Penalty 4400.057795 = -1040546.279063
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4964.890000 sec): 2 clusters
  Score: Raw -1037330.277472 + Penalty 2201.971013 = -1035128.306458
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4964.910000 sec): 3 clusters
  Score: Raw -1033686.248270 + Penalty 4403.942027 = -1029282.306243
  nChanged 2833
		SP:Iteration 1F (4964.940000 sec): 3 clusters
  Score: Raw -1035214.515235 + Penalty 4403.942027 = -1030810.573208
  nChanged 523
		SP:Iteration 2F (4964.970000 sec): 3 clusters
  Score: Raw -1035535.384742 + Penalty 4403.942027 = -1031131.442715
  nChanged 409
		SP:Iteration 3F (4964.990000 sec): 3 clusters
  Score: Raw -1035743.588208 + Penalty 4403.942027 = -1031339.646181
  nChanged 323
		SP:Iteration 4Q (4965.020000 sec): 3 clusters
  Score: Raw -1035917.995691 + Penalty 4403.942027 = -1031514.053664
  nChanged 280
		SP:Iteration 5Q (4965.050000 sec): 3 clusters
  Score: Raw -1036063.584021 + Penalty 4403.942027 = -1031659.641994
  nChanged 247
		SP:Iteration 6Q (4965.070000 sec): 3 clusters
  Score: Raw -1036188.439368 + Penalty 4403.942027 = -1031784.497341
  nChanged 217
		SP:Iteration 7Q (4965.100000 sec): 3 clusters
  Score: Raw -1036287.339489 + Penalty 4403.942027 = -1031883.397462
  nChanged 185
		SP:Iteration 8Q (4965.120000 sec): 3 clusters
  Score: Raw -1036372.304372 + Penalty 4403.942027 = -1031968.362345
  nChanged 171
		SP:Iteration 9Q (4965.150000 sec): 3 clusters
  Score: Raw -1036459.000126 + Penalty 4403.942027 = -1032055.058099
  nChanged 181
		SP:Iteration 10Q (4965.170000 sec): 3 clusters
  Score: Raw -1036547.813267 + Penalty 4403.942027 = -1032143.871240
  nChanged 172
		SP:Iteration 11Q (4965.200000 sec): 3 clusters
  Score: Raw -1036640.647620 + Penalty 4403.942027 = -1032236.705593
  nChanged 177
		SP:Iteration 12Q (4965.230000 sec): 3 clusters
  Score: Raw -1036733.726208 + Penalty 4403.942027 = -1032329.784182
  nChanged 151
		SP:Iteration 13Q (4965.250000 sec): 3 clusters
  Score: Raw -1036820.347964 + Penalty 4403.942027 = -1032416.405937
  nChanged 166
		SP:Iteration 14Q (4965.280000 sec): 3 clusters
  Score: Raw -1036908.399679 + Penalty 4403.942027 = -1032504.457652
  nChanged 141
		SP:Iteration 15Q (4965.300000 sec): 3 clusters
  Score: Raw -1036973.762324 + Penalty 4403.942027 = -1032569.820297
  nChanged 119
		SP:Iteration 16Q (4965.330000 sec): 3 clusters
  Score: Raw -1037025.809378 + Penalty 4403.942027 = -1032621.867351
  nChanged 110
		SP:Iteration 17Q (4965.350000 sec): 3 clusters
  Score: Raw -1037077.322982 + Penalty 4403.942027 = -1032673.380956
  nChanged 115
		SP:Iteration 18Q (4965.380000 sec): 3 clusters
  Score: Raw -1037134.960494 + Penalty 4403.942027 = -1032731.018468
  nChanged 107
		SP:Iteration 19Q (4965.400000 sec): 3 clusters
  Score: Raw -1037185.084497 + Penalty 4403.942027 = -1032781.142470
  nChanged 78
		SP:Iteration 20F (4965.430000 sec): 3 clusters
  Score: Raw -1037220.384250 + Penalty 4403.942027 = -1032816.442223
  nChanged 86
		SP:Iteration 21Q (4965.450000 sec): 3 clusters
  Score: Raw -1037259.538182 + Penalty 4403.942027 = -1032855.596155
  nChanged 70
		SP:Iteration 22Q (4965.480000 sec): 3 clusters
  Score: Raw -1037288.610726 + Penalty 4403.942027 = -1032884.668699
  nChanged 70
		SP:Iteration 23Q (4965.500000 sec): 3 clusters
  Score: Raw -1037317.222099 + Penalty 4403.942027 = -1032913.280072
  nChanged 63
		SP:Iteration 24Q (4965.530000 sec): 3 clusters
  Score: Raw -1037343.862508 + Penalty 4403.942027 = -1032939.920481
  nChanged 62
		SP:Iteration 25Q (4965.550000 sec): 3 clusters
  Score: Raw -1037368.810738 + Penalty 4403.942027 = -1032964.868711
  nChanged 50
		SP:Iteration 26Q (4965.570000 sec): 3 clusters
  Score: Raw -1037385.158080 + Penalty 4403.942027 = -1032981.216053
  nChanged 37
		SP:Iteration 27Q (4965.600000 sec): 3 clusters
  Score: Raw -1037395.529632 + Penalty 4403.942027 = -1032991.587605
  nChanged 26
		SP:Iteration 28Q (4965.620000 sec): 3 clusters
  Score: Raw -1037404.403926 + Penalty 4403.942027 = -1033000.461899
  nChanged 26
		SP:Iteration 29Q (4965.650000 sec): 3 clusters
  Score: Raw -1037411.261120 + Penalty 4403.942027 = -1033007.319094
  nChanged 18
		SP:Iteration 30Q (4965.670000 sec): 3 clusters
  Score: Raw -1037415.505055 + Penalty 4403.942027 = -1033011.563028
  nChanged 11
		SP:Iteration 31Q (4965.690000 sec): 3 clusters
  Score: Raw -1037418.481281 + Penalty 4403.942027 = -1033014.539254
  nChanged 6
		SP:Iteration 32Q (4965.720000 sec): 3 clusters
  Score: Raw -1037420.004758 + Penalty 4403.942027 = -1033016.062731
  nChanged 4
		SP:Iteration 33Q (4965.740000 sec): 3 clusters
  Score: Raw -1037420.785602 + Penalty 4403.942027 = -1033016.843575
  nChanged 2
		SP:Iteration 34Q (4965.760000 sec): 3 clusters
  Score: Raw -1037421.051070 + Penalty 4403.942027 = -1033017.109043
  nChanged 1
		SP:Iteration 35Q (4965.790000 sec): 3 clusters
  Score: Raw -1037421.151501 + Penalty 4403.942027 = -1033017.209474
  nChanged 1
		SP:Iteration 36Q (4965.810000 sec): 3 clusters
  Score: Raw -1037421.212957 + Penalty 4403.942027 = -1033017.270930
  nChanged 0
		SP:Iteration 37F (4965.840000 sec): 3 clusters
  Score: Raw -1037421.212957 + Penalty 4403.942027 = -1033017.270930
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (26943 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4965.930000 sec): 2 clusters
  Score: Raw -3981165.772078 + Penalty 2529.966743 = -3978635.805335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4966.030000 sec): 3 clusters
  Score: Raw -3965119.575611 + Penalty 5059.933486 = -3960059.642125
  nChanged 11984
		SP:Iteration 1F (4966.130000 sec): 3 clusters
  Score: Raw -3971637.934159 + Penalty 5059.933486 = -3966578.000673
  nChanged 1358
		SP:Iteration 2F (4966.220000 sec): 3 clusters
  Score: Raw -3972101.859885 + Penalty 5059.933486 = -3967041.926399
  nChanged 1250
		SP:Iteration 3Q (4966.320000 sec): 3 clusters
  Score: Raw -3972537.086584 + Penalty 5059.933486 = -3967477.153098
  nChanged 1208
		SP:Iteration 4Q (4966.420000 sec): 3 clusters
  Score: Raw -3972981.763821 + Penalty 5059.933486 = -3967921.830335
  nChanged 1202
		SP:Iteration 5Q (4966.520000 sec): 3 clusters
  Score: Raw -3973480.584275 + Penalty 5059.933486 = -3968420.650789
  nChanged 1290
		SP:Iteration 6Q (4966.620000 sec): 3 clusters
  Score: Raw -3974103.334514 + Penalty 5059.933486 = -3969043.401028
  nChanged 1505
		SP:Iteration 7F (4966.710000 sec): 3 clusters
  Score: Raw -3974984.144797 + Penalty 5059.933486 = -3969924.211311
  nChanged 1612
		SP:Iteration 8F (4966.810000 sec): 3 clusters
  Score: Raw -3976099.678488 + Penalty 5059.933486 = -3971039.745002
  nChanged 1639
		SP:Iteration 9F (4966.910000 sec): 3 clusters
  Score: Raw -3977322.264539 + Penalty 5059.933486 = -3972262.331053
  nChanged 1422
		SP:Iteration 10F (4967.000000 sec): 3 clusters
  Score: Raw -3978488.526807 + Penalty 5059.933486 = -3973428.593321
  nChanged 1142
		SP:Iteration 11Q (4967.100000 sec): 3 clusters
  Score: Raw -3979484.327321 + Penalty 5059.933486 = -3974424.393835
  nChanged 792
		SP:Iteration 12Q (4967.190000 sec): 3 clusters
  Score: Raw -3980165.842174 + Penalty 5059.933486 = -3975105.908688
  nChanged 530
		SP:Iteration 13Q (4967.280000 sec): 3 clusters
  Score: Raw -3980593.478887 + Penalty 5059.933486 = -3975533.545401
  nChanged 374
		SP:Iteration 14Q (4967.360000 sec): 3 clusters
  Score: Raw -3980874.889730 + Penalty 5059.933486 = -3975814.956244
  nChanged 272
		SP:Iteration 15Q (4967.440000 sec): 3 clusters
  Score: Raw -3981055.986332 + Penalty 5059.933486 = -3975996.052846
  nChanged 201
		SP:Iteration 16Q (4967.520000 sec): 3 clusters
  Score: Raw -3981179.888530 + Penalty 5059.933486 = -3976119.955044
  nChanged 172
		SP:Iteration 17Q (4967.590000 sec): 3 clusters
  Score: Raw -3981272.460514 + Penalty 5059.933486 = -3976212.527028
  nChanged 126
		SP:Iteration 18Q (4967.660000 sec): 3 clusters
  Score: Raw -3981329.495660 + Penalty 5059.933486 = -3976269.562174
  nChanged 92
		SP:Iteration 19Q (4967.740000 sec): 3 clusters
  Score: Raw -3981375.130423 + Penalty 5059.933486 = -3976315.196937
  nChanged 72
		SP:Iteration 20F (4967.840000 sec): 3 clusters
  Score: Raw -3981406.612771 + Penalty 5059.933486 = -3976346.679285
  nChanged 63
		SP:Iteration 21Q (4967.910000 sec): 3 clusters
  Score: Raw -3981429.977098 + Penalty 5059.933486 = -3976370.043612
  nChanged 56
		SP:Iteration 22Q (4967.980000 sec): 3 clusters
  Score: Raw -3981448.063907 + Penalty 5059.933486 = -3976388.130421
  nChanged 33
		SP:Iteration 23Q (4968.050000 sec): 3 clusters
  Score: Raw -3981457.735616 + Penalty 5059.933486 = -3976397.802130
  nChanged 24
		SP:Iteration 24Q (4968.120000 sec): 3 clusters
  Score: Raw -3981465.970727 + Penalty 5059.933486 = -3976406.037241
  nChanged 30
		SP:Iteration 25Q (4968.200000 sec): 3 clusters
  Score: Raw -3981476.498315 + Penalty 5059.933486 = -3976416.564829
  nChanged 24
		SP:Iteration 26Q (4968.270000 sec): 3 clusters
  Score: Raw -3981483.844158 + Penalty 5059.933486 = -3976423.910672
  nChanged 26
		SP:Iteration 27Q (4968.340000 sec): 3 clusters
  Score: Raw -3981492.919532 + Penalty 5059.933486 = -3976432.986046
  nChanged 22
		SP:Iteration 28Q (4968.410000 sec): 3 clusters
  Score: Raw -3981500.351982 + Penalty 5059.933486 = -3976440.418496
  nChanged 16
		SP:Iteration 29Q (4968.480000 sec): 3 clusters
  Score: Raw -3981506.181627 + Penalty 5059.933486 = -3976446.248141
  nChanged 18
		SP:Iteration 30Q (4968.560000 sec): 3 clusters
  Score: Raw -3981510.946644 + Penalty 5059.933486 = -3976451.013158
  nChanged 14
		SP:Iteration 31Q (4968.630000 sec): 3 clusters
  Score: Raw -3981515.186101 + Penalty 5059.933486 = -3976455.252615
  nChanged 11
		SP:Iteration 32Q (4968.700000 sec): 3 clusters
  Score: Raw -3981518.157056 + Penalty 5059.933486 = -3976458.223570
  nChanged 14
		SP:Iteration 33Q (4968.770000 sec): 3 clusters
  Score: Raw -3981521.944017 + Penalty 5059.933486 = -3976462.010531
  nChanged 6
		SP:Iteration 34Q (4968.840000 sec): 3 clusters
  Score: Raw -3981523.471351 + Penalty 5059.933486 = -3976463.537865
  nChanged 10
		SP:Iteration 35Q (4968.910000 sec): 3 clusters
  Score: Raw -3981526.374772 + Penalty 5059.933486 = -3976466.441286
  nChanged 6
		SP:Iteration 36Q (4968.980000 sec): 3 clusters
  Score: Raw -3981528.647652 + Penalty 5059.933486 = -3976468.714166
  nChanged 7
		SP:Iteration 37Q (4969.060000 sec): 3 clusters
  Score: Raw -3981531.709647 + Penalty 5059.933486 = -3976471.776161
  nChanged 8
		SP:Iteration 38Q (4969.120000 sec): 3 clusters
  Score: Raw -3981534.220881 + Penalty 5059.933486 = -3976474.287395
  nChanged 6
		SP:Iteration 39Q (4969.200000 sec): 3 clusters
  Score: Raw -3981536.196607 + Penalty 5059.933486 = -3976476.263121
  nChanged 7
		SP:Iteration 40F (4969.290000 sec): 3 clusters
  Score: Raw -3981538.329531 + Penalty 5059.933486 = -3976478.396045
  nChanged 7
		SP:Iteration 41Q (4969.360000 sec): 3 clusters
  Score: Raw -3981539.818556 + Penalty 5059.933486 = -3976479.885070
  nChanged 2
		SP:Iteration 42Q (4969.440000 sec): 3 clusters
  Score: Raw -3981540.460240 + Penalty 5059.933486 = -3976480.526754
  nChanged 2
		SP:Iteration 43Q (4969.500000 sec): 3 clusters
  Score: Raw -3981541.049012 + Penalty 5059.933486 = -3976481.115526
  nChanged 4
		SP:Iteration 44Q (4969.580000 sec): 3 clusters
  Score: Raw -3981541.928637 + Penalty 5059.933486 = -3976481.995151
  nChanged 2
		SP:Iteration 45Q (4969.650000 sec): 3 clusters
  Score: Raw -3981542.161754 + Penalty 5059.933486 = -3976482.228268
  nChanged 2
		SP:Iteration 46Q (4969.720000 sec): 3 clusters
  Score: Raw -3981542.574127 + Penalty 5059.933486 = -3976482.640641
  nChanged 1
		SP:Iteration 47Q (4969.790000 sec): 3 clusters
  Score: Raw -3981542.836466 + Penalty 5059.933486 = -3976482.902980
  nChanged 0
		SP:Iteration 48F (4969.880000 sec): 3 clusters
  Score: Raw -3981542.836466 + Penalty 5059.933486 = -3976482.902980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (23767 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4969.960000 sec): 2 clusters
  Score: Raw -3294358.032165 + Penalty 2498.861229 = -3291859.170936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4970.050000 sec): 3 clusters
  Score: Raw -3280411.202659 + Penalty 4997.722458 = -3275413.480201
  nChanged 10489
		SP:Iteration 1F (4970.130000 sec): 3 clusters
  Score: Raw -3286291.937925 + Penalty 4997.722458 = -3281294.215467
  nChanged 1387
		SP:Iteration 2F (4970.220000 sec): 3 clusters
  Score: Raw -3286874.960406 + Penalty 4997.722458 = -3281877.237948
  nChanged 1253
		SP:Iteration 3F (4970.300000 sec): 3 clusters
  Score: Raw -3287450.167960 + Penalty 4997.722458 = -3282452.445502
  nChanged 1223
		SP:Iteration 4F (4970.390000 sec): 3 clusters
  Score: Raw -3288061.621820 + Penalty 4997.722458 = -3283063.899362
  nChanged 1210
		SP:Iteration 5F (4970.480000 sec): 3 clusters
  Score: Raw -3288697.863088 + Penalty 4997.722458 = -3283700.140630
  nChanged 1212
		SP:Iteration 6F (4970.560000 sec): 3 clusters
  Score: Raw -3289334.378722 + Penalty 4997.722458 = -3284336.656264
  nChanged 1167
		SP:Iteration 7Q (4970.650000 sec): 3 clusters
  Score: Raw -3290010.520889 + Penalty 4997.722458 = -3285012.798430
  nChanged 1120
		SP:Iteration 8Q (4970.740000 sec): 3 clusters
  Score: Raw -3290720.533349 + Penalty 4997.722458 = -3285722.810891
  nChanged 1049
		SP:Iteration 9Q (4970.820000 sec): 3 clusters
  Score: Raw -3291473.662014 + Penalty 4997.722458 = -3286475.939556
  nChanged 1000
		SP:Iteration 10Q (4970.910000 sec): 3 clusters
  Score: Raw -3292137.232188 + Penalty 4997.722458 = -3287139.509730
  nChanged 837
		SP:Iteration 11Q (4971.000000 sec): 3 clusters
  Score: Raw -3292570.676624 + Penalty 4997.722458 = -3287572.954166
  nChanged 597
		SP:Iteration 12Q (4971.080000 sec): 3 clusters
  Score: Raw -3292825.272422 + Penalty 4997.722458 = -3287827.549963
  nChanged 429
		SP:Iteration 13Q (4971.170000 sec): 3 clusters
  Score: Raw -3292981.574280 + Penalty 4997.722458 = -3287983.851822
  nChanged 309
		SP:Iteration 14Q (4971.250000 sec): 3 clusters
  Score: Raw -3293079.874482 + Penalty 4997.722458 = -3288082.152024
  nChanged 248
		SP:Iteration 15Q (4971.330000 sec): 3 clusters
  Score: Raw -3293156.296166 + Penalty 4997.722458 = -3288158.573708
  nChanged 221
		SP:Iteration 16Q (4971.410000 sec): 3 clusters
  Score: Raw -3293217.835515 + Penalty 4997.722458 = -3288220.113057
  nChanged 198
		SP:Iteration 17Q (4971.490000 sec): 3 clusters
  Score: Raw -3293274.322799 + Penalty 4997.722458 = -3288276.600341
  nChanged 199
		SP:Iteration 18Q (4971.570000 sec): 3 clusters
  Score: Raw -3293330.934698 + Penalty 4997.722458 = -3288333.212240
  nChanged 190
		SP:Iteration 19Q (4971.650000 sec): 3 clusters
  Score: Raw -3293379.551605 + Penalty 4997.722458 = -3288381.829147
  nChanged 178
		SP:Iteration 20F (4971.740000 sec): 3 clusters
  Score: Raw -3293427.771725 + Penalty 4997.722458 = -3288430.049267
  nChanged 191
		SP:Iteration 21Q (4971.820000 sec): 3 clusters
  Score: Raw -3293476.841525 + Penalty 4997.722458 = -3288479.119067
  nChanged 176
		SP:Iteration 22Q (4971.890000 sec): 3 clusters
  Score: Raw -3293524.697257 + Penalty 4997.722458 = -3288526.974799
  nChanged 171
		SP:Iteration 23Q (4971.970000 sec): 3 clusters
  Score: Raw -3293573.431634 + Penalty 4997.722458 = -3288575.709176
  nChanged 177
		SP:Iteration 24Q (4972.050000 sec): 3 clusters
  Score: Raw -3293622.391185 + Penalty 4997.722458 = -3288624.668727
  nChanged 185
		SP:Iteration 25Q (4972.120000 sec): 3 clusters
  Score: Raw -3293671.720230 + Penalty 4997.722458 = -3288673.997772
  nChanged 162
		SP:Iteration 26Q (4972.200000 sec): 3 clusters
  Score: Raw -3293714.827341 + Penalty 4997.722458 = -3288717.104883
  nChanged 154
		SP:Iteration 27Q (4972.280000 sec): 3 clusters
  Score: Raw -3293755.558027 + Penalty 4997.722458 = -3288757.835569
  nChanged 156
		SP:Iteration 28Q (4972.360000 sec): 3 clusters
  Score: Raw -3293797.326565 + Penalty 4997.722458 = -3288799.604107
  nChanged 140
		SP:Iteration 29Q (4972.430000 sec): 3 clusters
  Score: Raw -3293837.004945 + Penalty 4997.722458 = -3288839.282487
  nChanged 160
		SP:Iteration 30Q (4972.500000 sec): 3 clusters
  Score: Raw -3293882.947438 + Penalty 4997.722458 = -3288885.224980
  nChanged 147
		SP:Iteration 31Q (4972.580000 sec): 3 clusters
  Score: Raw -3293927.775611 + Penalty 4997.722458 = -3288930.053153
  nChanged 140
		SP:Iteration 32Q (4972.660000 sec): 3 clusters
  Score: Raw -3293972.041375 + Penalty 4997.722458 = -3288974.318917
  nChanged 154
		SP:Iteration 33Q (4972.730000 sec): 3 clusters
  Score: Raw -3294026.539116 + Penalty 4997.722458 = -3289028.816657
  nChanged 148
		SP:Iteration 34Q (4972.800000 sec): 3 clusters
  Score: Raw -3294080.903628 + Penalty 4997.722458 = -3289083.181170
  nChanged 152
		SP:Iteration 35Q (4972.880000 sec): 3 clusters
  Score: Raw -3294131.201053 + Penalty 4997.722458 = -3289133.478595
  nChanged 132
		SP:Iteration 36Q (4972.950000 sec): 3 clusters
  Score: Raw -3294172.272618 + Penalty 4997.722458 = -3289174.550160
  nChanged 142
		SP:Iteration 37Q (4973.020000 sec): 3 clusters
  Score: Raw -3294227.353149 + Penalty 4997.722458 = -3289229.630691
  nChanged 124
		SP:Iteration 38Q (4973.090000 sec): 3 clusters
  Score: Raw -3294273.102184 + Penalty 4997.722458 = -3289275.379726
  nChanged 116
		SP:Iteration 39Q (4973.160000 sec): 3 clusters
  Score: Raw -3294311.716342 + Penalty 4997.722458 = -3289313.993884
  nChanged 117
		SP:Iteration 40F (4973.250000 sec): 3 clusters
  Score: Raw -3294351.650196 + Penalty 4997.722458 = -3289353.927738
  nChanged 116
		SP:Iteration 41Q (4973.320000 sec): 3 clusters
  Score: Raw -3294385.180814 + Penalty 4997.722458 = -3289387.458356
  nChanged 113
		SP:Iteration 42Q (4973.390000 sec): 3 clusters
  Score: Raw -3294418.576447 + Penalty 4997.722458 = -3289420.853989
  nChanged 108
		SP:Iteration 43Q (4973.460000 sec): 3 clusters
  Score: Raw -3294448.237023 + Penalty 4997.722458 = -3289450.514565
  nChanged 97
		SP:Iteration 44Q (4973.530000 sec): 3 clusters
  Score: Raw -3294475.095160 + Penalty 4997.722458 = -3289477.372702
  nChanged 80
		SP:Iteration 45Q (4973.600000 sec): 3 clusters
  Score: Raw -3294496.733304 + Penalty 4997.722458 = -3289499.010845
  nChanged 70
		SP:Iteration 46Q (4973.670000 sec): 3 clusters
  Score: Raw -3294515.991697 + Penalty 4997.722458 = -3289518.269239
  nChanged 69
		SP:Iteration 47Q (4973.740000 sec): 3 clusters
  Score: Raw -3294533.118047 + Penalty 4997.722458 = -3289535.395589
  nChanged 67
		SP:Iteration 48Q (4973.810000 sec): 3 clusters
  Score: Raw -3294550.248669 + Penalty 4997.722458 = -3289552.526211
  nChanged 58
		SP:Iteration 49Q (4973.880000 sec): 3 clusters
  Score: Raw -3294564.419219 + Penalty 4997.722458 = -3289566.696761
  nChanged 50
		SP:Iteration 50Q (4973.950000 sec): 3 clusters
  Score: Raw -3294575.740965 + Penalty 4997.722458 = -3289578.018507
  nChanged 53
		SP:Iteration 51Q (4974.020000 sec): 3 clusters
  Score: Raw -3294587.998768 + Penalty 4997.722458 = -3289590.276310
  nChanged 53
		SP:Iteration 52Q (4974.080000 sec): 3 clusters
  Score: Raw -3294601.112615 + Penalty 4997.722458 = -3289603.390157
  nChanged 51
		SP:Iteration 53Q (4974.160000 sec): 3 clusters
  Score: Raw -3294614.173597 + Penalty 4997.722458 = -3289616.451139
  nChanged 65
		SP:Iteration 54Q (4974.220000 sec): 3 clusters
  Score: Raw -3294634.556834 + Penalty 4997.722458 = -3289636.834375
  nChanged 67
		SP:Iteration 55Q (4974.290000 sec): 3 clusters
  Score: Raw -3294659.220970 + Penalty 4997.722458 = -3289661.498512
  nChanged 63
		SP:Iteration 56Q (4974.360000 sec): 3 clusters
  Score: Raw -3294677.208612 + Penalty 4997.722458 = -3289679.486154
  nChanged 61
		SP:Iteration 57Q (4974.430000 sec): 3 clusters
  Score: Raw -3294695.004947 + Penalty 4997.722458 = -3289697.282489
  nChanged 64
		SP:Iteration 58Q (4974.500000 sec): 3 clusters
  Score: Raw -3294715.950272 + Penalty 4997.722458 = -3289718.227814
  nChanged 66
		SP:Iteration 59Q (4974.560000 sec): 3 clusters
  Score: Raw -3294735.979040 + Penalty 4997.722458 = -3289738.256582
  nChanged 50
		SP:Iteration 60F (4974.650000 sec): 3 clusters
  Score: Raw -3294750.307870 + Penalty 4997.722458 = -3289752.585412
  nChanged 45
		SP:Iteration 61Q (4974.710000 sec): 3 clusters
  Score: Raw -3294762.159205 + Penalty 4997.722458 = -3289764.436747
  nChanged 31
		SP:Iteration 62Q (4974.780000 sec): 3 clusters
  Score: Raw -3294771.152008 + Penalty 4997.722458 = -3289773.429550
  nChanged 38
		SP:Iteration 63Q (4974.850000 sec): 3 clusters
  Score: Raw -3294782.050821 + Penalty 4997.722458 = -3289784.328363
  nChanged 39
		SP:Iteration 64Q (4974.920000 sec): 3 clusters
  Score: Raw -3294793.214363 + Penalty 4997.722458 = -3289795.491905
  nChanged 32
		SP:Iteration 65Q (4974.980000 sec): 3 clusters
  Score: Raw -3294802.742135 + Penalty 4997.722458 = -3289805.019676
  nChanged 37
		SP:Iteration 66Q (4975.050000 sec): 3 clusters
  Score: Raw -3294815.026998 + Penalty 4997.722458 = -3289817.304540
  nChanged 34
		SP:Iteration 67Q (4975.120000 sec): 3 clusters
  Score: Raw -3294826.992978 + Penalty 4997.722458 = -3289829.270520
  nChanged 33
		SP:Iteration 68Q (4975.180000 sec): 3 clusters
  Score: Raw -3294840.027180 + Penalty 4997.722458 = -3289842.304722
  nChanged 41
		SP:Iteration 69Q (4975.250000 sec): 3 clusters
  Score: Raw -3294856.562916 + Penalty 4997.722458 = -3289858.840458
  nChanged 45
		SP:Iteration 70Q (4975.310000 sec): 3 clusters
  Score: Raw -3294874.577941 + Penalty 4997.722458 = -3289876.855483
  nChanged 46
		SP:Iteration 71Q (4975.380000 sec): 3 clusters
  Score: Raw -3294893.351523 + Penalty 4997.722458 = -3289895.629065
  nChanged 46
		SP:Iteration 72Q (4975.440000 sec): 3 clusters
  Score: Raw -3294914.659944 + Penalty 4997.722458 = -3289916.937486
  nChanged 44
		SP:Iteration 73Q (4975.510000 sec): 3 clusters
  Score: Raw -3294932.245097 + Penalty 4997.722458 = -3289934.522639
  nChanged 39
		SP:Iteration 74Q (4975.580000 sec): 3 clusters
  Score: Raw -3294948.911186 + Penalty 4997.722458 = -3289951.188728
  nChanged 41
		SP:Iteration 75Q (4975.640000 sec): 3 clusters
  Score: Raw -3294967.499733 + Penalty 4997.722458 = -3289969.777275
  nChanged 37
		SP:Iteration 76Q (4975.710000 sec): 3 clusters
  Score: Raw -3294986.110763 + Penalty 4997.722458 = -3289988.388305
  nChanged 40
		SP:Iteration 77Q (4975.770000 sec): 3 clusters
  Score: Raw -3295006.301113 + Penalty 4997.722458 = -3290008.578655
  nChanged 38
		SP:Iteration 78Q (4975.840000 sec): 3 clusters
  Score: Raw -3295025.980297 + Penalty 4997.722458 = -3290028.257839
  nChanged 47
		SP:Iteration 79Q (4975.900000 sec): 3 clusters
  Score: Raw -3295044.077367 + Penalty 4997.722458 = -3290046.354909
  nChanged 33
		SP:Iteration 80F (4975.980000 sec): 3 clusters
  Score: Raw -3295055.205056 + Penalty 4997.722458 = -3290057.482598
  nChanged 23
		SP:Iteration 81Q (4976.050000 sec): 3 clusters
  Score: Raw -3295063.019424 + Penalty 4997.722458 = -3290065.296966
  nChanged 13
		SP:Iteration 82Q (4976.110000 sec): 3 clusters
  Score: Raw -3295067.118288 + Penalty 4997.722458 = -3290069.395830
  nChanged 13
		SP:Iteration 83Q (4976.180000 sec): 3 clusters
  Score: Raw -3295071.149739 + Penalty 4997.722458 = -3290073.427280
  nChanged 13
		SP:Iteration 84Q (4976.240000 sec): 3 clusters
  Score: Raw -3295074.656072 + Penalty 4997.722458 = -3290076.933614
  nChanged 14
		SP:Iteration 85Q (4976.300000 sec): 3 clusters
  Score: Raw -3295078.433340 + Penalty 4997.722458 = -3290080.710882
  nChanged 13
		SP:Iteration 86Q (4976.370000 sec): 3 clusters
  Score: Raw -3295081.805953 + Penalty 4997.722458 = -3290084.083495
  nChanged 11
		SP:Iteration 87Q (4976.430000 sec): 3 clusters
  Score: Raw -3295085.081532 + Penalty 4997.722458 = -3290087.359074
  nChanged 9
		SP:Iteration 88Q (4976.500000 sec): 3 clusters
  Score: Raw -3295088.329931 + Penalty 4997.722458 = -3290090.607473
  nChanged 8
		SP:Iteration 89Q (4976.560000 sec): 3 clusters
  Score: Raw -3295090.592209 + Penalty 4997.722458 = -3290092.869751
  nChanged 6
		SP:Iteration 90Q (4976.620000 sec): 3 clusters
  Score: Raw -3295092.435024 + Penalty 4997.722458 = -3290094.712566
  nChanged 9
		SP:Iteration 91Q (4976.690000 sec): 3 clusters
  Score: Raw -3295094.925311 + Penalty 4997.722458 = -3290097.202852
  nChanged 5
		SP:Iteration 92Q (4976.750000 sec): 3 clusters
  Score: Raw -3295095.971536 + Penalty 4997.722458 = -3290098.249078
  nChanged 2
		SP:Iteration 93Q (4976.820000 sec): 3 clusters
  Score: Raw -3295096.388493 + Penalty 4997.722458 = -3290098.666035
  nChanged 6
		SP:Iteration 94Q (4976.880000 sec): 3 clusters
  Score: Raw -3295098.324545 + Penalty 4997.722458 = -3290100.602087
  nChanged 7
		SP:Iteration 95Q (4976.940000 sec): 3 clusters
  Score: Raw -3295100.512167 + Penalty 4997.722458 = -3290102.789709
  nChanged 9
		SP:Iteration 96Q (4977.010000 sec): 3 clusters
  Score: Raw -3295104.352768 + Penalty 4997.722458 = -3290106.630310
  nChanged 7
		SP:Iteration 97Q (4977.070000 sec): 3 clusters
  Score: Raw -3295106.377606 + Penalty 4997.722458 = -3290108.655147
  nChanged 6
		SP:Iteration 98Q (4977.140000 sec): 3 clusters
  Score: Raw -3295107.894823 + Penalty 4997.722458 = -3290110.172365
  nChanged 7
		SP:Iteration 99Q (4977.200000 sec): 3 clusters
  Score: Raw -3295109.368695 + Penalty 4997.722458 = -3290111.646237
  nChanged 5
		SP:Iteration 100F (4977.280000 sec): 3 clusters
  Score: Raw -3295110.792058 + Penalty 4997.722458 = -3290113.069600
  nChanged 8
		SP:Iteration 101Q (4977.350000 sec): 3 clusters
  Score: Raw -3295114.434470 + Penalty 4997.722458 = -3290116.712012
  nChanged 7
		SP:Iteration 102Q (4977.410000 sec): 3 clusters
  Score: Raw -3295116.190876 + Penalty 4997.722458 = -3290118.468418
  nChanged 4
		SP:Iteration 103Q (4977.470000 sec): 3 clusters
  Score: Raw -3295117.052804 + Penalty 4997.722458 = -3290119.330345
  nChanged 2
		SP:Iteration 104Q (4977.540000 sec): 3 clusters
  Score: Raw -3295117.589944 + Penalty 4997.722458 = -3290119.867486
  nChanged 1
		SP:Iteration 105Q (4977.600000 sec): 3 clusters
  Score: Raw -3295117.905964 + Penalty 4997.722458 = -3290120.183506
  nChanged 1
		SP:Iteration 106Q (4977.660000 sec): 3 clusters
  Score: Raw -3295118.487200 + Penalty 4997.722458 = -3290120.764742
  nChanged 3
		SP:Iteration 107Q (4977.730000 sec): 3 clusters
  Score: Raw -3295119.742618 + Penalty 4997.722458 = -3290122.020160
  nChanged 5
		SP:Iteration 108Q (4977.790000 sec): 3 clusters
  Score: Raw -3295120.861566 + Penalty 4997.722458 = -3290123.139108
  nChanged 3
		SP:Iteration 109Q (4977.860000 sec): 3 clusters
  Score: Raw -3295122.083957 + Penalty 4997.722458 = -3290124.361499
  nChanged 7
		SP:Iteration 110Q (4977.920000 sec): 3 clusters
  Score: Raw -3295125.261923 + Penalty 4997.722458 = -3290127.539465
  nChanged 8
		SP:Iteration 111Q (4977.980000 sec): 3 clusters
  Score: Raw -3295128.816742 + Penalty 4997.722458 = -3290131.094284
  nChanged 10
		SP:Iteration 112Q (4978.040000 sec): 3 clusters
  Score: Raw -3295132.360811 + Penalty 4997.722458 = -3290134.638353
  nChanged 5
		SP:Iteration 113Q (4978.110000 sec): 3 clusters
  Score: Raw -3295133.501063 + Penalty 4997.722458 = -3290135.778605
  nChanged 2
		SP:Iteration 114Q (4978.170000 sec): 3 clusters
  Score: Raw -3295133.955315 + Penalty 4997.722458 = -3290136.232857
  nChanged 4
		SP:Iteration 115Q (4978.230000 sec): 3 clusters
  Score: Raw -3295134.917004 + Penalty 4997.722458 = -3290137.194546
  nChanged 2
		SP:Iteration 116Q (4978.300000 sec): 3 clusters
  Score: Raw -3295135.629256 + Penalty 4997.722458 = -3290137.906798
  nChanged 3
		SP:Iteration 117Q (4978.360000 sec): 3 clusters
  Score: Raw -3295136.443314 + Penalty 4997.722458 = -3290138.720856
  nChanged 3
		SP:Iteration 118Q (4978.420000 sec): 3 clusters
  Score: Raw -3295137.262187 + Penalty 4997.722458 = -3290139.539729
  nChanged 1
		SP:Iteration 119Q (4978.490000 sec): 3 clusters
  Score: Raw -3295137.317116 + Penalty 4997.722458 = -3290139.594658
  nChanged 1
		SP:Iteration 120F (4978.570000 sec): 3 clusters
  Score: Raw -3295137.571212 + Penalty 4997.722458 = -3290139.848753
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3440 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4978.590000 sec): 2 clusters
  Score: Raw -495015.663318 + Penalty 2019.520234 = -492996.143084
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4978.600000 sec): 3 clusters
  Score: Raw -493564.526901 + Penalty 4039.040468 = -489525.486433
  nChanged 1214
		SP:Iteration 1F (4978.620000 sec): 3 clusters
  Score: Raw -494373.206059 + Penalty 4039.040468 = -490334.165590
  nChanged 309
		SP:Iteration 2F (4978.630000 sec): 3 clusters
  Score: Raw -494671.088037 + Penalty 4039.040468 = -490632.047569
  nChanged 233
		SP:Iteration 3F (4978.640000 sec): 3 clusters
  Score: Raw -494901.010791 + Penalty 4039.040468 = -490861.970322
  nChanged 201
		SP:Iteration 4F (4978.650000 sec): 3 clusters
  Score: Raw -495126.178213 + Penalty 4039.040468 = -491087.137745
  nChanged 181
		SP:Iteration 5F (4978.660000 sec): 3 clusters
  Score: Raw -495320.197438 + Penalty 4039.040468 = -491281.156970
  nChanged 153
		SP:Iteration 6Q (4978.680000 sec): 3 clusters
  Score: Raw -495502.659402 + Penalty 4039.040468 = -491463.618934
  nChanged 151
		SP:Iteration 7Q (4978.690000 sec): 3 clusters
  Score: Raw -495695.419291 + Penalty 4039.040468 = -491656.378823
  nChanged 134
		SP:Iteration 8Q (4978.700000 sec): 3 clusters
  Score: Raw -495888.823959 + Penalty 4039.040468 = -491849.783490
  nChanged 122
		SP:Iteration 9Q (4978.710000 sec): 3 clusters
  Score: Raw -496039.232978 + Penalty 4039.040468 = -492000.192510
  nChanged 102
		SP:Iteration 10Q (4978.730000 sec): 3 clusters
  Score: Raw -496148.016087 + Penalty 4039.040468 = -492108.975619
  nChanged 95
		SP:Iteration 11Q (4978.740000 sec): 3 clusters
  Score: Raw -496268.706977 + Penalty 4039.040468 = -492229.666509
  nChanged 95
		SP:Iteration 12Q (4978.750000 sec): 3 clusters
  Score: Raw -496377.060915 + Penalty 4039.040468 = -492338.020447
  nChanged 85
		SP:Iteration 13Q (4978.760000 sec): 3 clusters
  Score: Raw -496462.941006 + Penalty 4039.040468 = -492423.900538
  nChanged 64
		SP:Iteration 14Q (4978.770000 sec): 3 clusters
  Score: Raw -496513.591576 + Penalty 4039.040468 = -492474.551108
  nChanged 51
		SP:Iteration 15Q (4978.790000 sec): 3 clusters
  Score: Raw -496555.868961 + Penalty 4039.040468 = -492516.828493
  nChanged 49
		SP:Iteration 16Q (4978.790000 sec): 3 clusters
  Score: Raw -496596.372886 + Penalty 4039.040468 = -492557.332418
  nChanged 44
		SP:Iteration 17Q (4978.810000 sec): 3 clusters
  Score: Raw -496628.074856 + Penalty 4039.040468 = -492589.034388
  nChanged 40
		SP:Iteration 18Q (4978.810000 sec): 3 clusters
  Score: Raw -496658.688903 + Penalty 4039.040468 = -492619.648435
  nChanged 34
		SP:Iteration 19Q (4978.830000 sec): 3 clusters
  Score: Raw -496680.379835 + Penalty 4039.040468 = -492641.339366
  nChanged 26
		SP:Iteration 20F (4978.840000 sec): 3 clusters
  Score: Raw -496697.367928 + Penalty 4039.040468 = -492658.327459
  nChanged 22
		SP:Iteration 21Q (4978.850000 sec): 3 clusters
  Score: Raw -496709.644298 + Penalty 4039.040468 = -492670.603829
  nChanged 14
		SP:Iteration 22Q (4978.860000 sec): 3 clusters
  Score: Raw -496716.145561 + Penalty 4039.040468 = -492677.105093
  nChanged 8
		SP:Iteration 23Q (4978.870000 sec): 3 clusters
  Score: Raw -496718.798669 + Penalty 4039.040468 = -492679.758201
  nChanged 8
		SP:Iteration 24Q (4978.880000 sec): 3 clusters
  Score: Raw -496721.732061 + Penalty 4039.040468 = -492682.691593
  nChanged 4
		SP:Iteration 25Q (4978.890000 sec): 3 clusters
  Score: Raw -496723.069321 + Penalty 4039.040468 = -492684.028852
  nChanged 5
		SP:Iteration 26Q (4978.900000 sec): 3 clusters
  Score: Raw -496725.203948 + Penalty 4039.040468 = -492686.163480
  nChanged 5
		SP:Iteration 27Q (4978.910000 sec): 3 clusters
  Score: Raw -496726.729601 + Penalty 4039.040468 = -492687.689133
  nChanged 2
		SP:Iteration 28Q (4978.920000 sec): 3 clusters
  Score: Raw -496727.489596 + Penalty 4039.040468 = -492688.449128
  nChanged 2
		SP:Iteration 29Q (4978.930000 sec): 3 clusters
  Score: Raw -496727.937324 + Penalty 4039.040468 = -492688.896856
  nChanged 3
		SP:Iteration 30Q (4978.940000 sec): 3 clusters
  Score: Raw -496729.930643 + Penalty 4039.040468 = -492690.890175
  nChanged 5
		SP:Iteration 31Q (4978.950000 sec): 3 clusters
  Score: Raw -496732.170028 + Penalty 4039.040468 = -492693.129560
  nChanged 3
		SP:Iteration 32Q (4978.960000 sec): 3 clusters
  Score: Raw -496733.778527 + Penalty 4039.040468 = -492694.738059
  nChanged 4
		SP:Iteration 33Q (4978.970000 sec): 3 clusters
  Score: Raw -496735.848140 + Penalty 4039.040468 = -492696.807672
  nChanged 3
		SP:Iteration 34Q (4978.980000 sec): 3 clusters
  Score: Raw -496736.813307 + Penalty 4039.040468 = -492697.772839
  nChanged 2
		SP:Iteration 35Q (4978.990000 sec): 3 clusters
  Score: Raw -496738.557477 + Penalty 4039.040468 = -492699.517008
  nChanged 5
		SP:Iteration 36Q (4979.000000 sec): 3 clusters
  Score: Raw -496740.798749 + Penalty 4039.040468 = -492701.758281
  nChanged 5
		SP:Iteration 37Q (4979.010000 sec): 3 clusters
  Score: Raw -496743.192868 + Penalty 4039.040468 = -492704.152400
  nChanged 3
		SP:Iteration 38Q (4979.020000 sec): 3 clusters
  Score: Raw -496744.061429 + Penalty 4039.040468 = -492705.020961
  nChanged 1
		SP:Iteration 39Q (4979.030000 sec): 3 clusters
  Score: Raw -496744.458724 + Penalty 4039.040468 = -492705.418256
  nChanged 4
		SP:Iteration 40F (4979.040000 sec): 3 clusters
  Score: Raw -496746.280666 + Penalty 4039.040468 = -492707.240198
  nChanged 2
		SP:Iteration 41Q (4979.050000 sec): 3 clusters
  Score: Raw -496747.288153 + Penalty 4039.040468 = -492708.247685
  nChanged 1
		SP:Iteration 42Q (4979.060000 sec): 3 clusters
  Score: Raw -496747.493927 + Penalty 4039.040468 = -492708.453459
  nChanged 0
		SP:Iteration 43F (4979.070000 sec): 3 clusters
  Score: Raw -496747.493927 + Penalty 4039.040468 = -492708.453459
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4979.080000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4979.080000 sec): 3 clusters
  Score: Raw -126936.352383 + Penalty 3350.283633 = -123586.068750
  nChanged 203
		SP:Iteration 1F (4979.090000 sec): 3 clusters
  Score: Raw -127170.351304 + Penalty 3350.283633 = -123820.067670
  nChanged 40
		SP:Iteration 2Q (4979.090000 sec): 3 clusters
  Score: Raw -127232.121115 + Penalty 3350.283633 = -123881.837481
  nChanged 12
		SP:Iteration 3Q (4979.090000 sec): 3 clusters
  Score: Raw -127253.771412 + Penalty 3350.283633 = -123903.487779
  nChanged 13
		SP:Iteration 4Q (4979.090000 sec): 3 clusters
  Score: Raw -127288.065498 + Penalty 3350.283633 = -123937.781865
  nChanged 15
		SP:Iteration 5Q (4979.100000 sec): 3 clusters
  Score: Raw -127310.230214 + Penalty 3350.283633 = -123959.946581
  nChanged 11
		SP:Iteration 6Q (4979.100000 sec): 3 clusters
  Score: Raw -127327.741733 + Penalty 3350.283633 = -123977.458099
  nChanged 7
		SP:Iteration 7Q (4979.100000 sec): 3 clusters
  Score: Raw -127337.222490 + Penalty 3350.283633 = -123986.938856
  nChanged 6
		SP:Iteration 8Q (4979.110000 sec): 3 clusters
  Score: Raw -127346.725344 + Penalty 3350.283633 = -123996.441710
  nChanged 3
		SP:Iteration 9Q (4979.110000 sec): 3 clusters
  Score: Raw -127357.589501 + Penalty 3350.283633 = -124007.305868
  nChanged 3
		SP:Iteration 10Q (4979.110000 sec): 3 clusters
  Score: Raw -127360.479592 + Penalty 3350.283633 = -124010.195959
  nChanged 4
		SP:Iteration 11Q (4979.110000 sec): 3 clusters
  Score: Raw -127363.321495 + Penalty 3350.283633 = -124013.037862
  nChanged 4
		SP:Iteration 12Q (4979.120000 sec): 3 clusters
  Score: Raw -127369.410372 + Penalty 3350.283633 = -124019.126738
  nChanged 3
		SP:Iteration 13Q (4979.120000 sec): 3 clusters
  Score: Raw -127372.525024 + Penalty 3350.283633 = -124022.241391
  nChanged 1
		SP:Iteration 14Q (4979.120000 sec): 3 clusters
  Score: Raw -127373.137919 + Penalty 3350.283633 = -124022.854285
  nChanged 0
		SP:Iteration 15F (4979.130000 sec): 3 clusters
  Score: Raw -127373.137919 + Penalty 3350.283633 = -124022.854285
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (1294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4979.130000 sec): 2 clusters
  Score: Raw -159837.689203 + Penalty 1777.042382 = -158060.646821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4979.140000 sec): 3 clusters
  Score: Raw -159576.118687 + Penalty 3554.084764 = -156022.033923
  nChanged 414
		SP:Iteration 1F (4979.140000 sec): 3 clusters
  Score: Raw -161156.956036 + Penalty 3554.084764 = -157602.871273
  nChanged 192
		SP:Iteration 2F (4979.150000 sec): 3 clusters
  Score: Raw -162239.735427 + Penalty 3554.084764 = -158685.650663
  nChanged 149
		SP:Iteration 3F (4979.150000 sec): 3 clusters
  Score: Raw -162842.090553 + Penalty 3554.084764 = -159288.005790
  nChanged 81
		SP:Iteration 4F (4979.160000 sec): 3 clusters
  Score: Raw -163245.808985 + Penalty 3554.084764 = -159691.724221
  nChanged 54
		SP:Iteration 5Q (4979.160000 sec): 3 clusters
  Score: Raw -163444.518127 + Penalty 3554.084764 = -159890.433363
  nChanged 25
		SP:Iteration 6Q (4979.160000 sec): 3 clusters
  Score: Raw -163532.396605 + Penalty 3554.084764 = -159978.311841
  nChanged 15
		SP:Iteration 7Q (4979.170000 sec): 3 clusters
  Score: Raw -163562.807545 + Penalty 3554.084764 = -160008.722781
  nChanged 13
		SP:Iteration 8Q (4979.170000 sec): 3 clusters
  Score: Raw -163605.566429 + Penalty 3554.084764 = -160051.481666
  nChanged 9
		SP:Iteration 9Q (4979.170000 sec): 3 clusters
  Score: Raw -163640.403239 + Penalty 3554.084764 = -160086.318476
  nChanged 8
		SP:Iteration 10Q (4979.180000 sec): 3 clusters
  Score: Raw -163664.865464 + Penalty 3554.084764 = -160110.780700
  nChanged 4
		SP:Iteration 11Q (4979.180000 sec): 3 clusters
  Score: Raw -163679.238912 + Penalty 3554.084764 = -160125.154149
  nChanged 2
		SP:Iteration 12Q (4979.190000 sec): 3 clusters
  Score: Raw -163686.144603 + Penalty 3554.084764 = -160132.059839
  nChanged 2
		SP:Iteration 13Q (4979.190000 sec): 3 clusters
  Score: Raw -163692.174201 + Penalty 3554.084764 = -160138.089437
  nChanged 2
		SP:Iteration 14Q (4979.190000 sec): 3 clusters
  Score: Raw -163695.947425 + Penalty 3554.084764 = -160141.862661
  nChanged 2
		SP:Iteration 15Q (4979.190000 sec): 3 clusters
  Score: Raw -163699.679222 + Penalty 3554.084764 = -160145.594458
  nChanged 2
		SP:Iteration 16Q (4979.200000 sec): 3 clusters
  Score: Raw -163702.863045 + Penalty 3554.084764 = -160148.778282
  nChanged 5
		SP:Iteration 17Q (4979.200000 sec): 3 clusters
  Score: Raw -163715.829199 + Penalty 3554.084764 = -160161.744435
  nChanged 2
		SP:Iteration 18Q (4979.200000 sec): 3 clusters
  Score: Raw -163721.791135 + Penalty 3554.084764 = -160167.706372
  nChanged 3
		SP:Iteration 19Q (4979.210000 sec): 3 clusters
  Score: Raw -163729.378187 + Penalty 3554.084764 = -160175.293423
  nChanged 5
		SP:Iteration 20F (4979.210000 sec): 3 clusters
  Score: Raw -163741.852387 + Penalty 3554.084764 = -160187.767623
  nChanged 5
		SP:Iteration 21Q (4979.210000 sec): 3 clusters
  Score: Raw -163759.005950 + Penalty 3554.084764 = -160204.921186
  nChanged 2
		SP:Iteration 22Q (4979.220000 sec): 3 clusters
  Score: Raw -163766.048000 + Penalty 3554.084764 = -160211.963236
  nChanged 1
		SP:Iteration 23Q (4979.220000 sec): 3 clusters
  Score: Raw -163775.513019 + Penalty 3554.084764 = -160221.428255
  nChanged 1
		SP:Iteration 24Q (4979.230000 sec): 3 clusters
  Score: Raw -163780.737961 + Penalty 3554.084764 = -160226.653197
  nChanged 2
		SP:Iteration 25Q (4979.230000 sec): 3 clusters
  Score: Raw -163802.769114 + Penalty 3554.084764 = -160248.684351
  nChanged 2
		SP:Iteration 26Q (4979.230000 sec): 3 clusters
  Score: Raw -163822.737577 + Penalty 3554.084764 = -160268.652813
  nChanged 0
		SP:Iteration 27F (4979.240000 sec): 3 clusters
  Score: Raw -163822.737577 + Penalty 3554.084764 = -160268.652813
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 29.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4979.290000 sec): 2 clusters
  Score: Raw -2044294.936569 + Penalty 2362.219373 = -2041932.717196
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4979.340000 sec): 3 clusters
  Score: Raw -2036631.300082 + Penalty 4724.438746 = -2031906.861336
  nChanged 5861
		SP:Iteration 1F (4979.390000 sec): 3 clusters
  Score: Raw -2039812.744373 + Penalty 4724.438746 = -2035088.305627
  nChanged 840
		SP:Iteration 2F (4979.430000 sec): 3 clusters
  Score: Raw -2040153.136543 + Penalty 4724.438746 = -2035428.697798
  nChanged 640
		SP:Iteration 3Q (4979.480000 sec): 3 clusters
  Score: Raw -2040404.994843 + Penalty 4724.438746 = -2035680.556097
  nChanged 559
		SP:Iteration 4Q (4979.530000 sec): 3 clusters
  Score: Raw -2040617.003740 + Penalty 4724.438746 = -2035892.564994
  nChanged 474
		SP:Iteration 5Q (4979.580000 sec): 3 clusters
  Score: Raw -2040812.436662 + Penalty 4724.438746 = -2036087.997916
  nChanged 486
		SP:Iteration 6Q (4979.630000 sec): 3 clusters
  Score: Raw -2041036.167934 + Penalty 4724.438746 = -2036311.729188
  nChanged 505
		SP:Iteration 7Q (4979.680000 sec): 3 clusters
  Score: Raw -2041265.266228 + Penalty 4724.438746 = -2036540.827482
  nChanged 518
		SP:Iteration 8Q (4979.730000 sec): 3 clusters
  Score: Raw -2041521.061243 + Penalty 4724.438746 = -2036796.622497
  nChanged 550
		SP:Iteration 9Q (4979.780000 sec): 3 clusters
  Score: Raw -2041799.318985 + Penalty 4724.438746 = -2037074.880239
  nChanged 528
		SP:Iteration 10Q (4979.830000 sec): 3 clusters
  Score: Raw -2042112.816617 + Penalty 4724.438746 = -2037388.377871
  nChanged 597
		SP:Iteration 11Q (4979.880000 sec): 3 clusters
  Score: Raw -2042542.914595 + Penalty 4724.438746 = -2037818.475849
  nChanged 602
		SP:Iteration 12Q (4979.930000 sec): 3 clusters
  Score: Raw -2042999.194838 + Penalty 4724.438746 = -2038274.756092
  nChanged 529
		SP:Iteration 13Q (4979.970000 sec): 3 clusters
  Score: Raw -2043427.434016 + Penalty 4724.438746 = -2038702.995270
  nChanged 402
		SP:Iteration 14Q (4980.020000 sec): 3 clusters
  Score: Raw -2043761.857466 + Penalty 4724.438746 = -2039037.418720
  nChanged 338
		SP:Iteration 15Q (4980.070000 sec): 3 clusters
  Score: Raw -2044045.963214 + Penalty 4724.438746 = -2039321.524468
  nChanged 238
		SP:Iteration 16Q (4980.110000 sec): 3 clusters
  Score: Raw -2044237.404699 + Penalty 4724.438746 = -2039512.965954
  nChanged 175
		SP:Iteration 17Q (4980.150000 sec): 3 clusters
  Score: Raw -2044354.331903 + Penalty 4724.438746 = -2039629.893158
  nChanged 112
		SP:Iteration 18Q (4980.190000 sec): 3 clusters
  Score: Raw -2044412.474121 + Penalty 4724.438746 = -2039688.035375
  nChanged 82
		SP:Iteration 19Q (4980.230000 sec): 3 clusters
  Score: Raw -2044453.067657 + Penalty 4724.438746 = -2039728.628911
  nChanged 81
		SP:Iteration 20F (4980.280000 sec): 3 clusters
  Score: Raw -2044497.491559 + Penalty 4724.438746 = -2039773.052813
  nChanged 49
		SP:Iteration 21Q (4980.320000 sec): 3 clusters
  Score: Raw -2044522.573914 + Penalty 4724.438746 = -2039798.135168
  nChanged 37
		SP:Iteration 22Q (4980.360000 sec): 3 clusters
  Score: Raw -2044536.556901 + Penalty 4724.438746 = -2039812.118156
  nChanged 29
		SP:Iteration 23Q (4980.400000 sec): 3 clusters
  Score: Raw -2044551.556339 + Penalty 4724.438746 = -2039827.117593
  nChanged 23
		SP:Iteration 24Q (4980.430000 sec): 3 clusters
  Score: Raw -2044560.846916 + Penalty 4724.438746 = -2039836.408170
  nChanged 20
		SP:Iteration 25Q (4980.470000 sec): 3 clusters
  Score: Raw -2044569.874336 + Penalty 4724.438746 = -2039845.435590
  nChanged 17
		SP:Iteration 26Q (4980.510000 sec): 3 clusters
  Score: Raw -2044576.679314 + Penalty 4724.438746 = -2039852.240569
  nChanged 11
		SP:Iteration 27Q (4980.550000 sec): 3 clusters
  Score: Raw -2044582.053050 + Penalty 4724.438746 = -2039857.614304
  nChanged 15
		SP:Iteration 28Q (4980.580000 sec): 3 clusters
  Score: Raw -2044588.295135 + Penalty 4724.438746 = -2039863.856389
  nChanged 19
		SP:Iteration 29Q (4980.620000 sec): 3 clusters
  Score: Raw -2044598.825307 + Penalty 4724.438746 = -2039874.386562
  nChanged 18
		SP:Iteration 30Q (4980.660000 sec): 3 clusters
  Score: Raw -2044607.694427 + Penalty 4724.438746 = -2039883.255681
  nChanged 21
		SP:Iteration 31Q (4980.690000 sec): 3 clusters
  Score: Raw -2044618.477521 + Penalty 4724.438746 = -2039894.038776
  nChanged 15
		SP:Iteration 32Q (4980.730000 sec): 3 clusters
  Score: Raw -2044625.220387 + Penalty 4724.438746 = -2039900.781641
  nChanged 4
		SP:Iteration 33Q (4980.770000 sec): 3 clusters
  Score: Raw -2044627.185042 + Penalty 4724.438746 = -2039902.746296
  nChanged 3
		SP:Iteration 34Q (4980.810000 sec): 3 clusters
  Score: Raw -2044628.028515 + Penalty 4724.438746 = -2039903.589769
  nChanged 1
		SP:Iteration 35Q (4980.840000 sec): 3 clusters
  Score: Raw -2044628.310608 + Penalty 4724.438746 = -2039903.871862
  nChanged 1
		SP:Iteration 36Q (4980.880000 sec): 3 clusters
  Score: Raw -2044628.822704 + Penalty 4724.438746 = -2039904.383958
  nChanged 2
		SP:Iteration 37Q (4980.920000 sec): 3 clusters
  Score: Raw -2044629.768628 + Penalty 4724.438746 = -2039905.329882
  nChanged 2
		SP:Iteration 38Q (4980.950000 sec): 3 clusters
  Score: Raw -2044630.921910 + Penalty 4724.438746 = -2039906.483165
  nChanged 5
		SP:Iteration 39Q (4980.990000 sec): 3 clusters
  Score: Raw -2044633.241331 + Penalty 4724.438746 = -2039908.802585
  nChanged 4
		SP:Iteration 40F (4981.040000 sec): 3 clusters
  Score: Raw -2044634.836630 + Penalty 4724.438746 = -2039910.397885
  nChanged 2
		SP:Iteration 41Q (4981.080000 sec): 3 clusters
  Score: Raw -2044635.233679 + Penalty 4724.438746 = -2039910.794933
  nChanged 0
		SP:Iteration 42F (4981.130000 sec): 3 clusters
  Score: Raw -2044635.233679 + Penalty 4724.438746 = -2039910.794933
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69725 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4981.360000 sec): 2 clusters
  Score: Raw -10196498.751899 + Penalty 2765.773925 = -10193732.977974
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4981.620000 sec): 3 clusters
  Score: Raw -10152458.735221 + Penalty 5531.547849 = -10146927.187372
  nChanged 32509
		SP:Iteration 1F (4981.870000 sec): 3 clusters
  Score: Raw -10170896.436588 + Penalty 5531.547849 = -10165364.888738
  nChanged 2706
		SP:Iteration 2Q (4982.130000 sec): 3 clusters
  Score: Raw -10171804.236385 + Penalty 5531.547849 = -10166272.688535
  nChanged 3128
		SP:Iteration 3Q (4982.400000 sec): 3 clusters
  Score: Raw -10173163.519376 + Penalty 5531.547849 = -10167631.971526
  nChanged 3879
		SP:Iteration 4F (4982.650000 sec): 3 clusters
  Score: Raw -10175308.727992 + Penalty 5531.547849 = -10169777.180143
  nChanged 4973
		SP:Iteration 5F (4982.910000 sec): 3 clusters
  Score: Raw -10178849.595869 + Penalty 5531.547849 = -10173318.048019
  nChanged 6004
		SP:Iteration 6F (4983.170000 sec): 3 clusters
  Score: Raw -10184099.453323 + Penalty 5531.547849 = -10178567.905474
  nChanged 5965
		SP:Iteration 7F (4983.420000 sec): 3 clusters
  Score: Raw -10189979.998639 + Penalty 5531.547849 = -10184448.450790
  nChanged 4127
		SP:Iteration 8F (4983.670000 sec): 3 clusters
  Score: Raw -10194037.156254 + Penalty 5531.547849 = -10188505.608404
  nChanged 1848
		SP:Iteration 9Q (4983.890000 sec): 3 clusters
  Score: Raw -10195784.101724 + Penalty 5531.547849 = -10190252.553874
  nChanged 611
		SP:Iteration 10Q (4984.090000 sec): 3 clusters
  Score: Raw -10196366.844247 + Penalty 5531.547849 = -10190835.296397
  nChanged 174
		SP:Iteration 11Q (4984.280000 sec): 3 clusters
  Score: Raw -10196586.940636 + Penalty 5531.547849 = -10191055.392787
  nChanged 72
		SP:Iteration 12Q (4984.450000 sec): 3 clusters
  Score: Raw -10196688.220800 + Penalty 5531.547849 = -10191156.672950
  nChanged 28
		SP:Iteration 13Q (4984.630000 sec): 3 clusters
  Score: Raw -10196729.798630 + Penalty 5531.547849 = -10191198.250780
  nChanged 21
		SP:Iteration 14Q (4984.810000 sec): 3 clusters
  Score: Raw -10196773.710424 + Penalty 5531.547849 = -10191242.162575
  nChanged 17
		SP:Iteration 15Q (4984.990000 sec): 3 clusters
  Score: Raw -10196804.940599 + Penalty 5531.547849 = -10191273.392749
  nChanged 11
		SP:Iteration 16Q (4985.160000 sec): 3 clusters
  Score: Raw -10196828.850173 + Penalty 5531.547849 = -10191297.302323
  nChanged 5
		SP:Iteration 17Q (4985.330000 sec): 3 clusters
  Score: Raw -10196836.491237 + Penalty 5531.547849 = -10191304.943388
  nChanged 2
		SP:Iteration 18Q (4985.510000 sec): 3 clusters
  Score: Raw -10196840.422830 + Penalty 5531.547849 = -10191308.874981
  nChanged 3
		SP:Iteration 19Q (4985.680000 sec): 3 clusters
  Score: Raw -10196843.038520 + Penalty 5531.547849 = -10191311.490671
  nChanged 2
		SP:Iteration 20F (4985.930000 sec): 3 clusters
  Score: Raw -10196847.108049 + Penalty 5531.547849 = -10191315.560200
  nChanged 1
		SP:Iteration 21Q (4986.110000 sec): 3 clusters
  Score: Raw -10196852.058870 + Penalty 5531.547849 = -10191320.511020
  nChanged 2
		SP:Iteration 22Q (4986.280000 sec): 3 clusters
  Score: Raw -10196856.435383 + Penalty 5531.547849 = -10191324.887533
  nChanged 1
		SP:Iteration 23Q (4986.450000 sec): 3 clusters
  Score: Raw -10196856.960204 + Penalty 5531.547849 = -10191325.412354
  nChanged 0
		SP:Iteration 24F (4986.710000 sec): 3 clusters
  Score: Raw -10196856.960204 + Penalty 5531.547849 = -10191325.412354
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2723 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4986.740000 sec): 2 clusters
  Score: Raw -385965.745451 + Penalty 1961.553394 = -384004.192057
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4986.750000 sec): 3 clusters
  Score: Raw -384816.685697 + Penalty 3923.106788 = -380893.578909
  nChanged 954
		SP:Iteration 1F (4986.760000 sec): 3 clusters
  Score: Raw -385406.813058 + Penalty 3923.106788 = -381483.706270
  nChanged 208
		SP:Iteration 2F (4986.770000 sec): 3 clusters
  Score: Raw -385551.340292 + Penalty 3923.106788 = -381628.233503
  nChanged 122
		SP:Iteration 3Q (4986.780000 sec): 3 clusters
  Score: Raw -385630.108511 + Penalty 3923.106788 = -381707.001723
  nChanged 82
		SP:Iteration 4Q (4986.790000 sec): 3 clusters
  Score: Raw -385680.983958 + Penalty 3923.106788 = -381757.877170
  nChanged 58
		SP:Iteration 5Q (4986.800000 sec): 3 clusters
  Score: Raw -385717.108954 + Penalty 3923.106788 = -381794.002165
  nChanged 40
		SP:Iteration 6Q (4986.810000 sec): 3 clusters
  Score: Raw -385739.451602 + Penalty 3923.106788 = -381816.344814
  nChanged 27
		SP:Iteration 7Q (4986.820000 sec): 3 clusters
  Score: Raw -385751.726316 + Penalty 3923.106788 = -381828.619528
  nChanged 19
		SP:Iteration 8Q (4986.830000 sec): 3 clusters
  Score: Raw -385763.787571 + Penalty 3923.106788 = -381840.680783
  nChanged 20
		SP:Iteration 9Q (4986.840000 sec): 3 clusters
  Score: Raw -385774.725267 + Penalty 3923.106788 = -381851.618479
  nChanged 20
		SP:Iteration 10Q (4986.850000 sec): 3 clusters
  Score: Raw -385786.773263 + Penalty 3923.106788 = -381863.666475
  nChanged 20
		SP:Iteration 11Q (4986.860000 sec): 3 clusters
  Score: Raw -385796.701427 + Penalty 3923.106788 = -381873.594638
  nChanged 18
		SP:Iteration 12Q (4986.870000 sec): 3 clusters
  Score: Raw -385806.480442 + Penalty 3923.106788 = -381883.373654
  nChanged 19
		SP:Iteration 13Q (4986.880000 sec): 3 clusters
  Score: Raw -385813.822332 + Penalty 3923.106788 = -381890.715543
  nChanged 8
		SP:Iteration 14Q (4986.890000 sec): 3 clusters
  Score: Raw -385819.127704 + Penalty 3923.106788 = -381896.020915
  nChanged 8
		SP:Iteration 15Q (4986.900000 sec): 3 clusters
  Score: Raw -385821.816028 + Penalty 3923.106788 = -381898.709240
  nChanged 7
		SP:Iteration 16Q (4986.910000 sec): 3 clusters
  Score: Raw -385825.407235 + Penalty 3923.106788 = -381902.300447
  nChanged 9
		SP:Iteration 17Q (4986.920000 sec): 3 clusters
  Score: Raw -385833.312275 + Penalty 3923.106788 = -381910.205486
  nChanged 9
		SP:Iteration 18Q (4986.930000 sec): 3 clusters
  Score: Raw -385839.245816 + Penalty 3923.106788 = -381916.139028
  nChanged 10
		SP:Iteration 19Q (4986.940000 sec): 3 clusters
  Score: Raw -385843.483362 + Penalty 3923.106788 = -381920.376574
  nChanged 7
		SP:Iteration 20F (4986.950000 sec): 3 clusters
  Score: Raw -385845.352271 + Penalty 3923.106788 = -381922.245482
  nChanged 3
		SP:Iteration 21Q (4986.950000 sec): 3 clusters
  Score: Raw -385847.059943 + Penalty 3923.106788 = -381923.953154
  nChanged 4
		SP:Iteration 22Q (4986.970000 sec): 3 clusters
  Score: Raw -385850.525374 + Penalty 3923.106788 = -381927.418586
  nChanged 8
		SP:Iteration 23Q (4986.970000 sec): 3 clusters
  Score: Raw -385854.616168 + Penalty 3923.106788 = -381931.509380
  nChanged 9
		SP:Iteration 24Q (4986.990000 sec): 3 clusters
  Score: Raw -385859.251765 + Penalty 3923.106788 = -381936.144976
  nChanged 8
		SP:Iteration 25Q (4986.990000 sec): 3 clusters
  Score: Raw -385862.519514 + Penalty 3923.106788 = -381939.412725
  nChanged 5
		SP:Iteration 26Q (4987.010000 sec): 3 clusters
  Score: Raw -385864.402532 + Penalty 3923.106788 = -381941.295743
  nChanged 2
		SP:Iteration 27Q (4987.010000 sec): 3 clusters
  Score: Raw -385865.208996 + Penalty 3923.106788 = -381942.102207
  nChanged 5
		SP:Iteration 28Q (4987.020000 sec): 3 clusters
  Score: Raw -385866.779746 + Penalty 3923.106788 = -381943.672958
  nChanged 3
		SP:Iteration 29Q (4987.030000 sec): 3 clusters
  Score: Raw -385867.556692 + Penalty 3923.106788 = -381944.449904
  nChanged 1
		SP:Iteration 30Q (4987.040000 sec): 3 clusters
  Score: Raw -385868.088220 + Penalty 3923.106788 = -381944.981432
  nChanged 0
		SP:Iteration 31F (4987.050000 sec): 3 clusters
  Score: Raw -385868.088220 + Penalty 3923.106788 = -381944.981432
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4987.060000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4987.060000 sec): 3 clusters
  Score: Raw -168819.369741 + Penalty 3494.272938 = -165325.096803
  nChanged 313
		SP:Iteration 1F (4987.060000 sec): 3 clusters
  Score: Raw -169125.170733 + Penalty 3494.272938 = -165630.897795
  nChanged 77
		SP:Iteration 2F (4987.070000 sec): 3 clusters
  Score: Raw -169212.660536 + Penalty 3494.272938 = -165718.387598
  nChanged 35
		SP:Iteration 3Q (4987.070000 sec): 3 clusters
  Score: Raw -169257.229519 + Penalty 3494.272938 = -165762.956581
  nChanged 22
		SP:Iteration 4Q (4987.080000 sec): 3 clusters
  Score: Raw -169277.748120 + Penalty 3494.272938 = -165783.475182
  nChanged 12
		SP:Iteration 5Q (4987.080000 sec): 3 clusters
  Score: Raw -169295.774495 + Penalty 3494.272938 = -165801.501557
  nChanged 7
		SP:Iteration 6Q (4987.090000 sec): 3 clusters
  Score: Raw -169301.491145 + Penalty 3494.272938 = -165807.218207
  nChanged 6
		SP:Iteration 7Q (4987.090000 sec): 3 clusters
  Score: Raw -169308.858274 + Penalty 3494.272938 = -165814.585336
  nChanged 7
		SP:Iteration 8Q (4987.090000 sec): 3 clusters
  Score: Raw -169318.167943 + Penalty 3494.272938 = -165823.895005
  nChanged 5
		SP:Iteration 9Q (4987.100000 sec): 3 clusters
  Score: Raw -169322.496859 + Penalty 3494.272938 = -165828.223921
  nChanged 5
		SP:Iteration 10Q (4987.100000 sec): 3 clusters
  Score: Raw -169326.603870 + Penalty 3494.272938 = -165832.330932
  nChanged 4
		SP:Iteration 11Q (4987.110000 sec): 3 clusters
  Score: Raw -169331.351402 + Penalty 3494.272938 = -165837.078464
  nChanged 3
		SP:Iteration 12Q (4987.110000 sec): 3 clusters
  Score: Raw -169335.533610 + Penalty 3494.272938 = -165841.260672
  nChanged 4
		SP:Iteration 13Q (4987.110000 sec): 3 clusters
  Score: Raw -169340.062748 + Penalty 3494.272938 = -165845.789810
  nChanged 3
		SP:Iteration 14Q (4987.120000 sec): 3 clusters
  Score: Raw -169343.132807 + Penalty 3494.272938 = -165848.859869
  nChanged 3
		SP:Iteration 15Q (4987.120000 sec): 3 clusters
  Score: Raw -169346.532019 + Penalty 3494.272938 = -165852.259081
  nChanged 2
		SP:Iteration 16Q (4987.130000 sec): 3 clusters
  Score: Raw -169348.667348 + Penalty 3494.272938 = -165854.394410
  nChanged 0
		SP:Iteration 17F (4987.130000 sec): 3 clusters
  Score: Raw -169348.667348 + Penalty 3494.272938 = -165854.394410
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1848 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4987.140000 sec): 2 clusters
  Score: Raw -257511.669752 + Penalty 1865.421095 = -255646.248658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4987.140000 sec): 3 clusters
  Score: Raw -257005.599514 + Penalty 3730.842189 = -253274.757325
  nChanged 623
		SP:Iteration 1F (4987.150000 sec): 3 clusters
  Score: Raw -257725.159564 + Penalty 3730.842189 = -253994.317375
  nChanged 194
		SP:Iteration 2F (4987.160000 sec): 3 clusters
  Score: Raw -257968.099157 + Penalty 3730.842189 = -254237.256968
  nChanged 105
		SP:Iteration 3F (4987.160000 sec): 3 clusters
  Score: Raw -258128.918113 + Penalty 3730.842189 = -254398.075924
  nChanged 95
		SP:Iteration 4F (4987.170000 sec): 3 clusters
  Score: Raw -258284.512875 + Penalty 3730.842189 = -254553.670686
  nChanged 74
		SP:Iteration 5Q (4987.180000 sec): 3 clusters
  Score: Raw -258400.228991 + Penalty 3730.842189 = -254669.386802
  nChanged 52
		SP:Iteration 6Q (4987.180000 sec): 3 clusters
  Score: Raw -258458.510645 + Penalty 3730.842189 = -254727.668456
  nChanged 29
		SP:Iteration 7Q (4987.190000 sec): 3 clusters
  Score: Raw -258478.568436 + Penalty 3730.842189 = -254747.726247
  nChanged 16
		SP:Iteration 8Q (4987.190000 sec): 3 clusters
  Score: Raw -258490.493512 + Penalty 3730.842189 = -254759.651323
  nChanged 11
		SP:Iteration 9Q (4987.200000 sec): 3 clusters
  Score: Raw -258500.630080 + Penalty 3730.842189 = -254769.787891
  nChanged 5
		SP:Iteration 10Q (4987.210000 sec): 3 clusters
  Score: Raw -258509.717195 + Penalty 3730.842189 = -254778.875006
  nChanged 4
		SP:Iteration 11Q (4987.210000 sec): 3 clusters
  Score: Raw -258517.354219 + Penalty 3730.842189 = -254786.512030
  nChanged 6
		SP:Iteration 12Q (4987.220000 sec): 3 clusters
  Score: Raw -258522.725178 + Penalty 3730.842189 = -254791.882988
  nChanged 1
		SP:Iteration 13Q (4987.230000 sec): 3 clusters
  Score: Raw -258523.003930 + Penalty 3730.842189 = -254792.161741
  nChanged 2
		SP:Iteration 14Q (4987.230000 sec): 3 clusters
  Score: Raw -258524.098185 + Penalty 3730.842189 = -254793.255996
  nChanged 1
		SP:Iteration 15Q (4987.240000 sec): 3 clusters
  Score: Raw -258524.553641 + Penalty 3730.842189 = -254793.711452
  nChanged 0
		SP:Iteration 16F (4987.250000 sec): 3 clusters
  Score: Raw -258524.553641 + Penalty 3730.842189 = -254793.711452
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (11492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4987.290000 sec): 2 clusters
  Score: Raw -1755432.024497 + Penalty 2318.652792 = -1753113.371705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4987.330000 sec): 3 clusters
  Score: Raw -1749113.672878 + Penalty 4637.305584 = -1744476.367294
  nChanged 4875
		SP:Iteration 1F (4987.370000 sec): 3 clusters
  Score: Raw -1751683.914943 + Penalty 4637.305584 = -1747046.609359
  nChanged 706
		SP:Iteration 2F (4987.410000 sec): 3 clusters
  Score: Raw -1752001.884815 + Penalty 4637.305584 = -1747364.579231
  nChanged 558
		SP:Iteration 3Q (4987.450000 sec): 3 clusters
  Score: Raw -1752224.329278 + Penalty 4637.305584 = -1747587.023694
  nChanged 423
		SP:Iteration 4Q (4987.490000 sec): 3 clusters
  Score: Raw -1752386.213266 + Penalty 4637.305584 = -1747748.907682
  nChanged 399
		SP:Iteration 5Q (4987.530000 sec): 3 clusters
  Score: Raw -1752543.579897 + Penalty 4637.305584 = -1747906.274313
  nChanged 387
		SP:Iteration 6Q (4987.570000 sec): 3 clusters
  Score: Raw -1752692.366839 + Penalty 4637.305584 = -1748055.061255
  nChanged 345
		SP:Iteration 7Q (4987.610000 sec): 3 clusters
  Score: Raw -1752803.509880 + Penalty 4637.305584 = -1748166.204296
  nChanged 285
		SP:Iteration 8Q (4987.650000 sec): 3 clusters
  Score: Raw -1752891.966181 + Penalty 4637.305584 = -1748254.660597
  nChanged 259
		SP:Iteration 9Q (4987.700000 sec): 3 clusters
  Score: Raw -1752967.907865 + Penalty 4637.305584 = -1748330.602281
  nChanged 219
		SP:Iteration 10Q (4987.740000 sec): 3 clusters
  Score: Raw -1753029.689550 + Penalty 4637.305584 = -1748392.383965
  nChanged 203
		SP:Iteration 11Q (4987.780000 sec): 3 clusters
  Score: Raw -1753088.358234 + Penalty 4637.305584 = -1748451.052649
  nChanged 193
		SP:Iteration 12Q (4987.820000 sec): 3 clusters
  Score: Raw -1753143.641614 + Penalty 4637.305584 = -1748506.336029
  nChanged 217
		SP:Iteration 13Q (4987.860000 sec): 3 clusters
  Score: Raw -1753207.833036 + Penalty 4637.305584 = -1748570.527451
  nChanged 214
		SP:Iteration 14Q (4987.900000 sec): 3 clusters
  Score: Raw -1753268.209110 + Penalty 4637.305584 = -1748630.903525
  nChanged 208
		SP:Iteration 15Q (4987.940000 sec): 3 clusters
  Score: Raw -1753334.177663 + Penalty 4637.305584 = -1748696.872078
  nChanged 223
		SP:Iteration 16Q (4987.980000 sec): 3 clusters
  Score: Raw -1753404.593146 + Penalty 4637.305584 = -1748767.287562
  nChanged 246
		SP:Iteration 17Q (4988.030000 sec): 3 clusters
  Score: Raw -1753496.013998 + Penalty 4637.305584 = -1748858.708414
  nChanged 263
		SP:Iteration 18Q (4988.070000 sec): 3 clusters
  Score: Raw -1753600.166183 + Penalty 4637.305584 = -1748962.860599
  nChanged 297
		SP:Iteration 19Q (4988.110000 sec): 3 clusters
  Score: Raw -1753727.877309 + Penalty 4637.305584 = -1749090.571725
  nChanged 326
		SP:Iteration 20F (4988.150000 sec): 3 clusters
  Score: Raw -1753892.485301 + Penalty 4637.305584 = -1749255.179717
  nChanged 347
		SP:Iteration 21Q (4988.190000 sec): 3 clusters
  Score: Raw -1754090.093701 + Penalty 4637.305584 = -1749452.788117
  nChanged 384
		SP:Iteration 22Q (4988.230000 sec): 3 clusters
  Score: Raw -1754315.147694 + Penalty 4637.305584 = -1749677.842110
  nChanged 388
		SP:Iteration 23Q (4988.270000 sec): 3 clusters
  Score: Raw -1754553.022257 + Penalty 4637.305584 = -1749915.716673
  nChanged 373
		SP:Iteration 24Q (4988.310000 sec): 3 clusters
  Score: Raw -1754801.956463 + Penalty 4637.305584 = -1750164.650879
  nChanged 352
		SP:Iteration 25Q (4988.350000 sec): 3 clusters
  Score: Raw -1755034.725071 + Penalty 4637.305584 = -1750397.419487
  nChanged 272
		SP:Iteration 26Q (4988.390000 sec): 3 clusters
  Score: Raw -1755226.054233 + Penalty 4637.305584 = -1750588.748649
  nChanged 213
		SP:Iteration 27Q (4988.430000 sec): 3 clusters
  Score: Raw -1755379.395282 + Penalty 4637.305584 = -1750742.089698
  nChanged 175
		SP:Iteration 28Q (4988.470000 sec): 3 clusters
  Score: Raw -1755514.508830 + Penalty 4637.305584 = -1750877.203246
  nChanged 134
		SP:Iteration 29Q (4988.510000 sec): 3 clusters
  Score: Raw -1755621.817877 + Penalty 4637.305584 = -1750984.512292
  nChanged 94
		SP:Iteration 30Q (4988.550000 sec): 3 clusters
  Score: Raw -1755688.240761 + Penalty 4637.305584 = -1751050.935177
  nChanged 48
		SP:Iteration 31Q (4988.590000 sec): 3 clusters
  Score: Raw -1755717.015182 + Penalty 4637.305584 = -1751079.709598
  nChanged 32
		SP:Iteration 32Q (4988.620000 sec): 3 clusters
  Score: Raw -1755740.702633 + Penalty 4637.305584 = -1751103.397049
  nChanged 27
		SP:Iteration 33Q (4988.660000 sec): 3 clusters
  Score: Raw -1755760.883913 + Penalty 4637.305584 = -1751123.578328
  nChanged 16
		SP:Iteration 34Q (4988.690000 sec): 3 clusters
  Score: Raw -1755772.127029 + Penalty 4637.305584 = -1751134.821444
  nChanged 15
		SP:Iteration 35Q (4988.730000 sec): 3 clusters
  Score: Raw -1755783.193080 + Penalty 4637.305584 = -1751145.887495
  nChanged 13
		SP:Iteration 36Q (4988.760000 sec): 3 clusters
  Score: Raw -1755794.337604 + Penalty 4637.305584 = -1751157.032020
  nChanged 12
		SP:Iteration 37Q (4988.800000 sec): 3 clusters
  Score: Raw -1755803.122585 + Penalty 4637.305584 = -1751165.817001
  nChanged 15
		SP:Iteration 38Q (4988.830000 sec): 3 clusters
  Score: Raw -1755815.918669 + Penalty 4637.305584 = -1751178.613084
  nChanged 12
		SP:Iteration 39Q (4988.870000 sec): 3 clusters
  Score: Raw -1755825.576389 + Penalty 4637.305584 = -1751188.270805
  nChanged 10
		SP:Iteration 40F (4988.910000 sec): 3 clusters
  Score: Raw -1755833.596431 + Penalty 4637.305584 = -1751196.290846
  nChanged 6
		SP:Iteration 41Q (4988.940000 sec): 3 clusters
  Score: Raw -1755839.208075 + Penalty 4637.305584 = -1751201.902490
  nChanged 3
		SP:Iteration 42Q (4988.970000 sec): 3 clusters
  Score: Raw -1755841.677441 + Penalty 4637.305584 = -1751204.371856
  nChanged 4
		SP:Iteration 43Q (4989.010000 sec): 3 clusters
  Score: Raw -1755844.975250 + Penalty 4637.305584 = -1751207.669666
  nChanged 2
		SP:Iteration 44Q (4989.040000 sec): 3 clusters
  Score: Raw -1755845.807666 + Penalty 4637.305584 = -1751208.502082
  nChanged 0
		SP:Iteration 45F (4989.090000 sec): 3 clusters
  Score: Raw -1755845.807666 + Penalty 4637.305584 = -1751208.502082
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4989.130000 sec): 2 clusters
  Score: Raw -1988688.079008 + Penalty 2370.042129 = -1986318.036879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4989.180000 sec): 3 clusters
  Score: Raw -1980695.004697 + Penalty 4740.084257 = -1975954.920440
  nChanged 6029
		SP:Iteration 1F (4989.230000 sec): 3 clusters
  Score: Raw -1984050.730253 + Penalty 4740.084257 = -1979310.645996
  nChanged 899
		SP:Iteration 2F (4989.280000 sec): 3 clusters
  Score: Raw -1984455.450715 + Penalty 4740.084257 = -1979715.366457
  nChanged 722
		SP:Iteration 3F (4989.330000 sec): 3 clusters
  Score: Raw -1984777.838171 + Penalty 4740.084257 = -1980037.753913
  nChanged 651
		SP:Iteration 4Q (4989.380000 sec): 3 clusters
  Score: Raw -1985072.028299 + Penalty 4740.084257 = -1980331.944041
  nChanged 574
		SP:Iteration 5Q (4989.430000 sec): 3 clusters
  Score: Raw -1985338.461961 + Penalty 4740.084257 = -1980598.377703
  nChanged 576
		SP:Iteration 6Q (4989.490000 sec): 3 clusters
  Score: Raw -1985632.334010 + Penalty 4740.084257 = -1980892.249753
  nChanged 591
		SP:Iteration 7Q (4989.530000 sec): 3 clusters
  Score: Raw -1985952.681093 + Penalty 4740.084257 = -1981212.596835
  nChanged 555
		SP:Iteration 8Q (4989.590000 sec): 3 clusters
  Score: Raw -1986274.827167 + Penalty 4740.084257 = -1981534.742910
  nChanged 571
		SP:Iteration 9Q (4989.640000 sec): 3 clusters
  Score: Raw -1986669.101396 + Penalty 4740.084257 = -1981929.017138
  nChanged 591
		SP:Iteration 10Q (4989.690000 sec): 3 clusters
  Score: Raw -1987129.032212 + Penalty 4740.084257 = -1982388.947954
  nChanged 572
		SP:Iteration 11Q (4989.740000 sec): 3 clusters
  Score: Raw -1987644.845261 + Penalty 4740.084257 = -1982904.761003
  nChanged 504
		SP:Iteration 12Q (4989.790000 sec): 3 clusters
  Score: Raw -1988166.942215 + Penalty 4740.084257 = -1983426.857958
  nChanged 384
		SP:Iteration 13Q (4989.830000 sec): 3 clusters
  Score: Raw -1988585.617280 + Penalty 4740.084257 = -1983845.533022
  nChanged 296
		SP:Iteration 14Q (4989.880000 sec): 3 clusters
  Score: Raw -1988869.621474 + Penalty 4740.084257 = -1984129.537216
  nChanged 200
		SP:Iteration 15Q (4989.920000 sec): 3 clusters
  Score: Raw -1989029.846833 + Penalty 4740.084257 = -1984289.762575
  nChanged 141
		SP:Iteration 16Q (4989.960000 sec): 3 clusters
  Score: Raw -1989130.037333 + Penalty 4740.084257 = -1984389.953076
  nChanged 111
		SP:Iteration 17Q (4990.000000 sec): 3 clusters
  Score: Raw -1989203.457766 + Penalty 4740.084257 = -1984463.373509
  nChanged 73
		SP:Iteration 18Q (4990.040000 sec): 3 clusters
  Score: Raw -1989239.706882 + Penalty 4740.084257 = -1984499.622625
  nChanged 54
		SP:Iteration 19Q (4990.080000 sec): 3 clusters
  Score: Raw -1989265.701245 + Penalty 4740.084257 = -1984525.616988
  nChanged 36
		SP:Iteration 20F (4990.130000 sec): 3 clusters
  Score: Raw -1989286.695434 + Penalty 4740.084257 = -1984546.611177
  nChanged 38
		SP:Iteration 21Q (4990.170000 sec): 3 clusters
  Score: Raw -1989301.864197 + Penalty 4740.084257 = -1984561.779939
  nChanged 20
		SP:Iteration 22Q (4990.210000 sec): 3 clusters
  Score: Raw -1989309.784733 + Penalty 4740.084257 = -1984569.700475
  nChanged 12
		SP:Iteration 23Q (4990.250000 sec): 3 clusters
  Score: Raw -1989313.405806 + Penalty 4740.084257 = -1984573.321548
  nChanged 14
		SP:Iteration 24Q (4990.290000 sec): 3 clusters
  Score: Raw -1989318.348446 + Penalty 4740.084257 = -1984578.264189
  nChanged 14
		SP:Iteration 25Q (4990.330000 sec): 3 clusters
  Score: Raw -1989323.524401 + Penalty 4740.084257 = -1984583.440144
  nChanged 18
		SP:Iteration 26Q (4990.370000 sec): 3 clusters
  Score: Raw -1989329.270682 + Penalty 4740.084257 = -1984589.186425
  nChanged 4
		SP:Iteration 27Q (4990.400000 sec): 3 clusters
  Score: Raw -1989330.306552 + Penalty 4740.084257 = -1984590.222295
  nChanged 6
		SP:Iteration 28Q (4990.440000 sec): 3 clusters
  Score: Raw -1989331.499855 + Penalty 4740.084257 = -1984591.415597
  nChanged 3
		SP:Iteration 29Q (4990.480000 sec): 3 clusters
  Score: Raw -1989332.209791 + Penalty 4740.084257 = -1984592.125533
  nChanged 3
		SP:Iteration 30Q (4990.520000 sec): 3 clusters
  Score: Raw -1989333.153252 + Penalty 4740.084257 = -1984593.068995
  nChanged 5
		SP:Iteration 31Q (4990.560000 sec): 3 clusters
  Score: Raw -1989334.368925 + Penalty 4740.084257 = -1984594.284667
  nChanged 3
		SP:Iteration 32Q (4990.590000 sec): 3 clusters
  Score: Raw -1989335.204670 + Penalty 4740.084257 = -1984595.120412
  nChanged 3
		SP:Iteration 33Q (4990.630000 sec): 3 clusters
  Score: Raw -1989335.991535 + Penalty 4740.084257 = -1984595.907278
  nChanged 2
		SP:Iteration 34Q (4990.670000 sec): 3 clusters
  Score: Raw -1989337.008343 + Penalty 4740.084257 = -1984596.924085
  nChanged 1
		SP:Iteration 35Q (4990.710000 sec): 3 clusters
  Score: Raw -1989337.207560 + Penalty 4740.084257 = -1984597.123303
  nChanged 1
		SP:Iteration 36Q (4990.750000 sec): 3 clusters
  Score: Raw -1989337.342316 + Penalty 4740.084257 = -1984597.258058
  nChanged 1
		SP:Iteration 37Q (4990.790000 sec): 3 clusters
  Score: Raw -1989337.840550 + Penalty 4740.084257 = -1984597.756292
  nChanged 0
		SP:Iteration 38F (4990.840000 sec): 3 clusters
  Score: Raw -1989337.840550 + Penalty 4740.084257 = -1984597.756292
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4990.850000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4990.850000 sec): 3 clusters
  Score: Raw -73222.403039 + Penalty 3074.445443 = -70147.957596
  nChanged 89
		SP:Iteration 1F (4990.850000 sec): 3 clusters
  Score: Raw -73407.129548 + Penalty 3074.445443 = -70332.684105
  nChanged 16
		SP:Iteration 2Q (4990.850000 sec): 3 clusters
  Score: Raw -73442.393778 + Penalty 3074.445443 = -70367.948334
  nChanged 5
		SP:Iteration 3Q (4990.850000 sec): 3 clusters
  Score: Raw -73453.962578 + Penalty 3074.445443 = -70379.517135
  nChanged 7
		SP:Iteration 4Q (4990.850000 sec): 3 clusters
  Score: Raw -73471.210405 + Penalty 3074.445443 = -70396.764961
  nChanged 6
		SP:Iteration 5Q (4990.860000 sec): 3 clusters
  Score: Raw -73489.734448 + Penalty 3074.445443 = -70415.289005
  nChanged 5
		SP:Iteration 6Q (4990.860000 sec): 3 clusters
  Score: Raw -73498.387639 + Penalty 3074.445443 = -70423.942196
  nChanged 2
		SP:Iteration 7Q (4990.860000 sec): 3 clusters
  Score: Raw -73500.263298 + Penalty 3074.445443 = -70425.817855
  nChanged 0
		SP:Iteration 8F (4990.860000 sec): 3 clusters
  Score: Raw -73500.263298 + Penalty 3074.445443 = -70425.817855
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2176 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4990.870000 sec): 2 clusters
  Score: Raw -310094.928954 + Penalty 1905.940415 = -308188.988539
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4990.880000 sec): 3 clusters
  Score: Raw -309221.623892 + Penalty 3811.880830 = -305409.743062
  nChanged 723
		SP:Iteration 1F (4990.890000 sec): 3 clusters
  Score: Raw -309753.085646 + Penalty 3811.880830 = -305941.204816
  nChanged 149
		SP:Iteration 2F (4990.890000 sec): 3 clusters
  Score: Raw -309864.752561 + Penalty 3811.880830 = -306052.871731
  nChanged 79
		SP:Iteration 3Q (4990.900000 sec): 3 clusters
  Score: Raw -309928.292774 + Penalty 3811.880830 = -306116.411944
  nChanged 61
		SP:Iteration 4Q (4990.910000 sec): 3 clusters
  Score: Raw -309970.192191 + Penalty 3811.880830 = -306158.311362
  nChanged 37
		SP:Iteration 5Q (4990.920000 sec): 3 clusters
  Score: Raw -309994.461126 + Penalty 3811.880830 = -306182.580297
  nChanged 26
		SP:Iteration 6Q (4990.930000 sec): 3 clusters
  Score: Raw -310010.453705 + Penalty 3811.880830 = -306198.572876
  nChanged 20
		SP:Iteration 7Q (4990.930000 sec): 3 clusters
  Score: Raw -310021.569225 + Penalty 3811.880830 = -306209.688396
  nChanged 13
		SP:Iteration 8Q (4990.940000 sec): 3 clusters
  Score: Raw -310027.590679 + Penalty 3811.880830 = -306215.709849
  nChanged 11
		SP:Iteration 9Q (4990.950000 sec): 3 clusters
  Score: Raw -310032.139570 + Penalty 3811.880830 = -306220.258741
  nChanged 2
		SP:Iteration 10Q (4990.960000 sec): 3 clusters
  Score: Raw -310033.209650 + Penalty 3811.880830 = -306221.328821
  nChanged 1
		SP:Iteration 11Q (4990.970000 sec): 3 clusters
  Score: Raw -310033.519641 + Penalty 3811.880830 = -306221.638812
  nChanged 1
		SP:Iteration 12Q (4990.970000 sec): 3 clusters
  Score: Raw -310033.753728 + Penalty 3811.880830 = -306221.872899
  nChanged 0
		SP:Iteration 13F (4990.980000 sec): 3 clusters
  Score: Raw -310033.753728 + Penalty 3811.880830 = -306221.872899
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4991.090000 sec): 2 clusters
  Score: Raw -4638005.286736 + Penalty 2570.711947 = -4635434.574789
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4991.210000 sec): 3 clusters
  Score: Raw -4618885.159080 + Penalty 5141.423894 = -4613743.735185
  nChanged 14353
		SP:Iteration 1F (4991.320000 sec): 3 clusters
  Score: Raw -4626656.442692 + Penalty 5141.423894 = -4621515.018797
  nChanged 1424
		SP:Iteration 2Q (4991.440000 sec): 3 clusters
  Score: Raw -4627118.224076 + Penalty 5141.423894 = -4621976.800181
  nChanged 1297
		SP:Iteration 3Q (4991.560000 sec): 3 clusters
  Score: Raw -4627591.504881 + Penalty 5141.423894 = -4622450.080987
  nChanged 1329
		SP:Iteration 4Q (4991.680000 sec): 3 clusters
  Score: Raw -4628164.487635 + Penalty 5141.423894 = -4623023.063741
  nChanged 1522
		SP:Iteration 5Q (4991.800000 sec): 3 clusters
  Score: Raw -4628974.761300 + Penalty 5141.423894 = -4623833.337405
  nChanged 1773
		SP:Iteration 6F (4991.910000 sec): 3 clusters
  Score: Raw -4630122.261485 + Penalty 5141.423894 = -4624980.837591
  nChanged 2025
		SP:Iteration 7F (4992.030000 sec): 3 clusters
  Score: Raw -4631659.279152 + Penalty 5141.423894 = -4626517.855258
  nChanged 2106
		SP:Iteration 8F (4992.140000 sec): 3 clusters
  Score: Raw -4633424.593644 + Penalty 5141.423894 = -4628283.169750
  nChanged 1887
		SP:Iteration 9F (4992.260000 sec): 3 clusters
  Score: Raw -4635156.925936 + Penalty 5141.423894 = -4630015.502041
  nChanged 1519
		SP:Iteration 10Q (4992.370000 sec): 3 clusters
  Score: Raw -4636576.021809 + Penalty 5141.423894 = -4631434.597915
  nChanged 914
		SP:Iteration 11Q (4992.470000 sec): 3 clusters
  Score: Raw -4637396.214015 + Penalty 5141.423894 = -4632254.790120
  nChanged 423
		SP:Iteration 12Q (4992.560000 sec): 3 clusters
  Score: Raw -4637757.961986 + Penalty 5141.423894 = -4632616.538091
  nChanged 235
		SP:Iteration 13Q (4992.650000 sec): 3 clusters
  Score: Raw -4637978.304635 + Penalty 5141.423894 = -4632836.880741
  nChanged 137
		SP:Iteration 14Q (4992.730000 sec): 3 clusters
  Score: Raw -4638118.768268 + Penalty 5141.423894 = -4632977.344373
  nChanged 71
		SP:Iteration 15Q (4992.820000 sec): 3 clusters
  Score: Raw -4638194.231168 + Penalty 5141.423894 = -4633052.807274
  nChanged 37
		SP:Iteration 16Q (4992.900000 sec): 3 clusters
  Score: Raw -4638228.498195 + Penalty 5141.423894 = -4633087.074301
  nChanged 25
		SP:Iteration 17Q (4992.980000 sec): 3 clusters
  Score: Raw -4638255.192127 + Penalty 5141.423894 = -4633113.768233
  nChanged 18
		SP:Iteration 18Q (4993.060000 sec): 3 clusters
  Score: Raw -4638272.706849 + Penalty 5141.423894 = -4633131.282955
  nChanged 12
		SP:Iteration 19Q (4993.140000 sec): 3 clusters
  Score: Raw -4638284.423517 + Penalty 5141.423894 = -4633142.999623
  nChanged 11
		SP:Iteration 20F (4993.260000 sec): 3 clusters
  Score: Raw -4638294.326342 + Penalty 5141.423894 = -4633152.902448
  nChanged 5
		SP:Iteration 21Q (4993.340000 sec): 3 clusters
  Score: Raw -4638298.751606 + Penalty 5141.423894 = -4633157.327711
  nChanged 6
		SP:Iteration 22Q (4993.420000 sec): 3 clusters
  Score: Raw -4638303.521003 + Penalty 5141.423894 = -4633162.097109
  nChanged 1
		SP:Iteration 23Q (4993.500000 sec): 3 clusters
  Score: Raw -4638305.484132 + Penalty 5141.423894 = -4633164.060238
  nChanged 2
		SP:Iteration 24Q (4993.590000 sec): 3 clusters
  Score: Raw -4638307.475611 + Penalty 5141.423894 = -4633166.051717
  nChanged 3
		SP:Iteration 25Q (4993.670000 sec): 3 clusters
  Score: Raw -4638310.985385 + Penalty 5141.423894 = -4633169.561490
  nChanged 2
		SP:Iteration 26Q (4993.750000 sec): 3 clusters
  Score: Raw -4638313.119572 + Penalty 5141.423894 = -4633171.695677
  nChanged 1
		SP:Iteration 27Q (4993.830000 sec): 3 clusters
  Score: Raw -4638313.470817 + Penalty 5141.423894 = -4633172.046922
  nChanged 0
		SP:Iteration 28F (4993.940000 sec): 3 clusters
  Score: Raw -4638313.470817 + Penalty 5141.423894 = -4633172.046922
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4994.270000 sec): 2 clusters
  Score: Raw -14271812.684138 + Penalty 2850.668017 = -14268962.016121
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4994.630000 sec): 3 clusters
  Score: Raw -14209194.149512 + Penalty 5701.336035 = -14203492.813477
  nChanged 46207
		SP:Iteration 1F (4995.000000 sec): 3 clusters
  Score: Raw -14235929.844490 + Penalty 5701.336035 = -14230228.508455
  nChanged 3828
		SP:Iteration 2Q (4995.370000 sec): 3 clusters
  Score: Raw -14237183.768875 + Penalty 5701.336035 = -14231482.432841
  nChanged 4508
		SP:Iteration 3Q (4995.740000 sec): 3 clusters
  Score: Raw -14239064.504018 + Penalty 5701.336035 = -14233363.167983
  nChanged 5565
		SP:Iteration 4F (4996.110000 sec): 3 clusters
  Score: Raw -14242016.190886 + Penalty 5701.336035 = -14236314.854851
  nChanged 6726
		SP:Iteration 5F (4996.470000 sec): 3 clusters
  Score: Raw -14246434.469671 + Penalty 5701.336035 = -14240733.133636
  nChanged 7478
		SP:Iteration 6F (4996.830000 sec): 3 clusters
  Score: Raw -14252211.976688 + Penalty 5701.336035 = -14246510.640653
  nChanged 7111
		SP:Iteration 7F (4997.200000 sec): 3 clusters
  Score: Raw -14258299.004500 + Penalty 5701.336035 = -14252597.668465
  nChanged 5621
		SP:Iteration 8F (4997.560000 sec): 3 clusters
  Score: Raw -14263530.787474 + Penalty 5701.336035 = -14257829.451439
  nChanged 3688
		SP:Iteration 9Q (4997.910000 sec): 3 clusters
  Score: Raw -14267381.755241 + Penalty 5701.336035 = -14261680.419206
  nChanged 2179
		SP:Iteration 10Q (4998.230000 sec): 3 clusters
  Score: Raw -14269691.268205 + Penalty 5701.336035 = -14263989.932170
  nChanged 1347
		SP:Iteration 11Q (4998.530000 sec): 3 clusters
  Score: Raw -14270771.326791 + Penalty 5701.336035 = -14265069.990756
  nChanged 864
		SP:Iteration 12Q (4998.810000 sec): 3 clusters
  Score: Raw -14271297.154992 + Penalty 5701.336035 = -14265595.818957
  nChanged 588
		SP:Iteration 13Q (4999.080000 sec): 3 clusters
  Score: Raw -14271586.802413 + Penalty 5701.336035 = -14265885.466378
  nChanged 455
		SP:Iteration 14Q (4999.360000 sec): 3 clusters
  Score: Raw -14271787.772107 + Penalty 5701.336035 = -14266086.436072
  nChanged 404
		SP:Iteration 15Q (4999.630000 sec): 3 clusters
  Score: Raw -14271961.105308 + Penalty 5701.336035 = -14266259.769273
  nChanged 333
		SP:Iteration 16Q (4999.900000 sec): 3 clusters
  Score: Raw -14272082.586586 + Penalty 5701.336035 = -14266381.250551
  nChanged 253
		SP:Iteration 17Q (5000.170000 sec): 3 clusters
  Score: Raw -14272170.755141 + Penalty 5701.336035 = -14266469.419106
  nChanged 236
		SP:Iteration 18Q (5000.430000 sec): 3 clusters
  Score: Raw -14272243.369071 + Penalty 5701.336035 = -14266542.033036
  nChanged 197
		SP:Iteration 19Q (5000.700000 sec): 3 clusters
  Score: Raw -14272299.838996 + Penalty 5701.336035 = -14266598.502961
  nChanged 183
		SP:Iteration 20F (5001.060000 sec): 3 clusters
  Score: Raw -14272349.881877 + Penalty 5701.336035 = -14266648.545842
  nChanged 149
		SP:Iteration 21Q (5001.320000 sec): 3 clusters
  Score: Raw -14272388.106204 + Penalty 5701.336035 = -14266686.770169
  nChanged 122
		SP:Iteration 22Q (5001.590000 sec): 3 clusters
  Score: Raw -14272420.695117 + Penalty 5701.336035 = -14266719.359082
  nChanged 112
		SP:Iteration 23Q (5001.850000 sec): 3 clusters
  Score: Raw -14272450.661881 + Penalty 5701.336035 = -14266749.325846
  nChanged 96
		SP:Iteration 24Q (5002.120000 sec): 3 clusters
  Score: Raw -14272474.890576 + Penalty 5701.336035 = -14266773.554541
  nChanged 92
		SP:Iteration 25Q (5002.380000 sec): 3 clusters
  Score: Raw -14272496.136111 + Penalty 5701.336035 = -14266794.800076
  nChanged 84
		SP:Iteration 26Q (5002.640000 sec): 3 clusters
  Score: Raw -14272516.721647 + Penalty 5701.336035 = -14266815.385612
  nChanged 72
		SP:Iteration 27Q (5002.900000 sec): 3 clusters
  Score: Raw -14272530.416570 + Penalty 5701.336035 = -14266829.080535
  nChanged 49
		SP:Iteration 28Q (5003.160000 sec): 3 clusters
  Score: Raw -14272540.645774 + Penalty 5701.336035 = -14266839.309739
  nChanged 32
		SP:Iteration 29Q (5003.420000 sec): 3 clusters
  Score: Raw -14272547.501021 + Penalty 5701.336035 = -14266846.164986
  nChanged 34
		SP:Iteration 30Q (5003.680000 sec): 3 clusters
  Score: Raw -14272553.404997 + Penalty 5701.336035 = -14266852.068962
  nChanged 33
		SP:Iteration 31Q (5003.940000 sec): 3 clusters
  Score: Raw -14272560.088761 + Penalty 5701.336035 = -14266858.752726
  nChanged 36
		SP:Iteration 32Q (5004.200000 sec): 3 clusters
  Score: Raw -14272566.620564 + Penalty 5701.336035 = -14266865.284529
  nChanged 29
		SP:Iteration 33Q (5004.450000 sec): 3 clusters
  Score: Raw -14272571.070294 + Penalty 5701.336035 = -14266869.734259
  nChanged 22
		SP:Iteration 34Q (5004.710000 sec): 3 clusters
  Score: Raw -14272575.003405 + Penalty 5701.336035 = -14266873.667370
  nChanged 20
		SP:Iteration 35Q (5004.970000 sec): 3 clusters
  Score: Raw -14272578.650489 + Penalty 5701.336035 = -14266877.314454
  nChanged 26
		SP:Iteration 36Q (5005.230000 sec): 3 clusters
  Score: Raw -14272583.350738 + Penalty 5701.336035 = -14266882.014703
  nChanged 18
		SP:Iteration 37Q (5005.490000 sec): 3 clusters
  Score: Raw -14272586.442954 + Penalty 5701.336035 = -14266885.106919
  nChanged 17
		SP:Iteration 38Q (5005.750000 sec): 3 clusters
  Score: Raw -14272588.849993 + Penalty 5701.336035 = -14266887.513958
  nChanged 14
		SP:Iteration 39Q (5006.010000 sec): 3 clusters
  Score: Raw -14272590.653198 + Penalty 5701.336035 = -14266889.317163
  nChanged 7
		SP:Iteration 40F (5006.380000 sec): 3 clusters
  Score: Raw -14272591.576888 + Penalty 5701.336035 = -14266890.240853
  nChanged 5
		SP:Iteration 41Q (5006.640000 sec): 3 clusters
  Score: Raw -14272592.243628 + Penalty 5701.336035 = -14266890.907593
  nChanged 6
		SP:Iteration 42Q (5006.900000 sec): 3 clusters
  Score: Raw -14272593.336620 + Penalty 5701.336035 = -14266892.000585
  nChanged 8
		SP:Iteration 43Q (5007.160000 sec): 3 clusters
  Score: Raw -14272594.609887 + Penalty 5701.336035 = -14266893.273852
  nChanged 8
		SP:Iteration 44Q (5007.410000 sec): 3 clusters
  Score: Raw -14272595.841207 + Penalty 5701.336035 = -14266894.505172
  nChanged 12
		SP:Iteration 45Q (5007.670000 sec): 3 clusters
  Score: Raw -14272597.324659 + Penalty 5701.336035 = -14266895.988624
  nChanged 5
		SP:Iteration 46Q (5007.930000 sec): 3 clusters
  Score: Raw -14272598.359476 + Penalty 5701.336035 = -14266897.023441
  nChanged 5
		SP:Iteration 47Q (5008.190000 sec): 3 clusters
  Score: Raw -14272599.073228 + Penalty 5701.336035 = -14266897.737193
  nChanged 6
		SP:Iteration 48Q (5008.450000 sec): 3 clusters
  Score: Raw -14272600.056831 + Penalty 5701.336035 = -14266898.720796
  nChanged 9
		SP:Iteration 49Q (5008.700000 sec): 3 clusters
  Score: Raw -14272601.620443 + Penalty 5701.336035 = -14266900.284408
  nChanged 11
		SP:Iteration 50Q (5008.960000 sec): 3 clusters
  Score: Raw -14272603.493548 + Penalty 5701.336035 = -14266902.157513
  nChanged 7
		SP:Iteration 51Q (5009.220000 sec): 3 clusters
  Score: Raw -14272604.435925 + Penalty 5701.336035 = -14266903.099890
  nChanged 9
		SP:Iteration 52Q (5009.480000 sec): 3 clusters
  Score: Raw -14272605.713862 + Penalty 5701.336035 = -14266904.377828
  nChanged 10
		SP:Iteration 53Q (5009.740000 sec): 3 clusters
  Score: Raw -14272607.375233 + Penalty 5701.336035 = -14266906.039198
  nChanged 10
		SP:Iteration 54Q (5010.000000 sec): 3 clusters
  Score: Raw -14272609.094195 + Penalty 5701.336035 = -14266907.758160
  nChanged 10
		SP:Iteration 55Q (5010.250000 sec): 3 clusters
  Score: Raw -14272610.877710 + Penalty 5701.336035 = -14266909.541675
  nChanged 11
		SP:Iteration 56Q (5010.510000 sec): 3 clusters
  Score: Raw -14272612.782768 + Penalty 5701.336035 = -14266911.446733
  nChanged 8
		SP:Iteration 57Q (5010.770000 sec): 3 clusters
  Score: Raw -14272614.732496 + Penalty 5701.336035 = -14266913.396461
  nChanged 12
		SP:Iteration 58Q (5011.030000 sec): 3 clusters
  Score: Raw -14272616.977322 + Penalty 5701.336035 = -14266915.641288
  nChanged 15
		SP:Iteration 59Q (5011.280000 sec): 3 clusters
  Score: Raw -14272620.074743 + Penalty 5701.336035 = -14266918.738708
  nChanged 11
		SP:Iteration 60F (5011.660000 sec): 3 clusters
  Score: Raw -14272622.072578 + Penalty 5701.336035 = -14266920.736543
  nChanged 23
		SP:Iteration 61Q (5011.920000 sec): 3 clusters
  Score: Raw -14272626.148629 + Penalty 5701.336035 = -14266924.812594
  nChanged 24
		SP:Iteration 62Q (5012.170000 sec): 3 clusters
  Score: Raw -14272630.053263 + Penalty 5701.336035 = -14266928.717228
  nChanged 24
		SP:Iteration 63Q (5012.430000 sec): 3 clusters
  Score: Raw -14272636.126444 + Penalty 5701.336035 = -14266934.790409
  nChanged 25
		SP:Iteration 64Q (5012.690000 sec): 3 clusters
  Score: Raw -14272641.365543 + Penalty 5701.336035 = -14266940.029508
  nChanged 23
		SP:Iteration 65Q (5012.950000 sec): 3 clusters
  Score: Raw -14272646.190163 + Penalty 5701.336035 = -14266944.854128
  nChanged 17
		SP:Iteration 66Q (5013.200000 sec): 3 clusters
  Score: Raw -14272648.734203 + Penalty 5701.336035 = -14266947.398168
  nChanged 10
		SP:Iteration 67Q (5013.460000 sec): 3 clusters
  Score: Raw -14272650.082240 + Penalty 5701.336035 = -14266948.746205
  nChanged 6
		SP:Iteration 68Q (5013.720000 sec): 3 clusters
  Score: Raw -14272650.933990 + Penalty 5701.336035 = -14266949.597955
  nChanged 3
		SP:Iteration 69Q (5013.980000 sec): 3 clusters
  Score: Raw -14272651.350352 + Penalty 5701.336035 = -14266950.014317
  nChanged 5
		SP:Iteration 70Q (5014.240000 sec): 3 clusters
  Score: Raw -14272652.319471 + Penalty 5701.336035 = -14266950.983436
  nChanged 7
		SP:Iteration 71Q (5014.500000 sec): 3 clusters
  Score: Raw -14272653.450526 + Penalty 5701.336035 = -14266952.114491
  nChanged 6
		SP:Iteration 72Q (5014.750000 sec): 3 clusters
  Score: Raw -14272654.140355 + Penalty 5701.336035 = -14266952.804320
  nChanged 4
		SP:Iteration 73Q (5015.010000 sec): 3 clusters
  Score: Raw -14272654.682338 + Penalty 5701.336035 = -14266953.346303
  nChanged 3
		SP:Iteration 74Q (5015.270000 sec): 3 clusters
  Score: Raw -14272655.149217 + Penalty 5701.336035 = -14266953.813182
  nChanged 2
		SP:Iteration 75Q (5015.530000 sec): 3 clusters
  Score: Raw -14272655.657732 + Penalty 5701.336035 = -14266954.321698
  nChanged 1
		SP:Iteration 76Q (5015.790000 sec): 3 clusters
  Score: Raw -14272656.060657 + Penalty 5701.336035 = -14266954.724622
  nChanged 0
		SP:Iteration 77F (5016.150000 sec): 3 clusters
  Score: Raw -14272656.060657 + Penalty 5701.336035 = -14266954.724622
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (35245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5016.300000 sec): 2 clusters
  Score: Raw -5468772.622828 + Penalty 2596.579581 = -5466176.043248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5016.430000 sec): 3 clusters
  Score: Raw -5447384.159394 + Penalty 5193.159161 = -5442191.000233
  nChanged 16045
		SP:Iteration 1F (5016.560000 sec): 3 clusters
  Score: Raw -5455881.267776 + Penalty 5193.159161 = -5450688.108615
  nChanged 1479
		SP:Iteration 2Q (5016.690000 sec): 3 clusters
  Score: Raw -5456282.433045 + Penalty 5193.159161 = -5451089.273884
  nChanged 1317
		SP:Iteration 3Q (5016.820000 sec): 3 clusters
  Score: Raw -5456642.251879 + Penalty 5193.159161 = -5451449.092718
  nChanged 1235
		SP:Iteration 4Q (5016.960000 sec): 3 clusters
  Score: Raw -5457000.482922 + Penalty 5193.159161 = -5451807.323760
  nChanged 1278
		SP:Iteration 5Q (5017.090000 sec): 3 clusters
  Score: Raw -5457423.441988 + Penalty 5193.159161 = -5452230.282827
  nChanged 1394
		SP:Iteration 6Q (5017.220000 sec): 3 clusters
  Score: Raw -5457956.250445 + Penalty 5193.159161 = -5452763.091284
  nChanged 1604
		SP:Iteration 7Q (5017.360000 sec): 3 clusters
  Score: Raw -5458719.020814 + Penalty 5193.159161 = -5453525.861653
  nChanged 2011
		SP:Iteration 8F (5017.480000 sec): 3 clusters
  Score: Raw -5459925.779529 + Penalty 5193.159161 = -5454732.620367
  nChanged 2395
		SP:Iteration 9F (5017.610000 sec): 3 clusters
  Score: Raw -5461702.655936 + Penalty 5193.159161 = -5456509.496775
  nChanged 2506
		SP:Iteration 10F (5017.740000 sec): 3 clusters
  Score: Raw -5463887.938207 + Penalty 5193.159161 = -5458694.779046
  nChanged 2270
		SP:Iteration 11F (5017.870000 sec): 3 clusters
  Score: Raw -5466056.006291 + Penalty 5193.159161 = -5460862.847130
  nChanged 1566
		SP:Iteration 12Q (5018.000000 sec): 3 clusters
  Score: Raw -5467571.701026 + Penalty 5193.159161 = -5462378.541864
  nChanged 847
		SP:Iteration 13Q (5018.120000 sec): 3 clusters
  Score: Raw -5468330.125624 + Penalty 5193.159161 = -5463136.966463
  nChanged 406
		SP:Iteration 14Q (5018.220000 sec): 3 clusters
  Score: Raw -5468697.726468 + Penalty 5193.159161 = -5463504.567307
  nChanged 190
		SP:Iteration 15Q (5018.320000 sec): 3 clusters
  Score: Raw -5468876.037124 + Penalty 5193.159161 = -5463682.877963
  nChanged 109
		SP:Iteration 16Q (5018.420000 sec): 3 clusters
  Score: Raw -5468989.400144 + Penalty 5193.159161 = -5463796.240983
  nChanged 67
		SP:Iteration 17Q (5018.520000 sec): 3 clusters
  Score: Raw -5469060.245832 + Penalty 5193.159161 = -5463867.086671
  nChanged 29
		SP:Iteration 18Q (5018.610000 sec): 3 clusters
  Score: Raw -5469088.723919 + Penalty 5193.159161 = -5463895.564757
  nChanged 14
		SP:Iteration 19Q (5018.700000 sec): 3 clusters
  Score: Raw -5469102.101650 + Penalty 5193.159161 = -5463908.942488
  nChanged 10
		SP:Iteration 20F (5018.830000 sec): 3 clusters
  Score: Raw -5469111.413850 + Penalty 5193.159161 = -5463918.254688
  nChanged 5
		SP:Iteration 21Q (5018.920000 sec): 3 clusters
  Score: Raw -5469117.162340 + Penalty 5193.159161 = -5463924.003178
  nChanged 5
		SP:Iteration 22Q (5019.020000 sec): 3 clusters
  Score: Raw -5469120.847083 + Penalty 5193.159161 = -5463927.687922
  nChanged 6
		SP:Iteration 23Q (5019.110000 sec): 3 clusters
  Score: Raw -5469126.816195 + Penalty 5193.159161 = -5463933.657034
  nChanged 4
		SP:Iteration 24Q (5019.200000 sec): 3 clusters
  Score: Raw -5469130.662477 + Penalty 5193.159161 = -5463937.503315
  nChanged 6
		SP:Iteration 25Q (5019.290000 sec): 3 clusters
  Score: Raw -5469138.044478 + Penalty 5193.159161 = -5463944.885317
  nChanged 6
		SP:Iteration 26Q (5019.380000 sec): 3 clusters
  Score: Raw -5469143.290070 + Penalty 5193.159161 = -5463950.130908
  nChanged 4
		SP:Iteration 27Q (5019.480000 sec): 3 clusters
  Score: Raw -5469146.537218 + Penalty 5193.159161 = -5463953.378057
  nChanged 0
		SP:Iteration 28F (5019.600000 sec): 3 clusters
  Score: Raw -5469146.537218 + Penalty 5193.159161 = -5463953.378057
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5019.930000 sec): 2 clusters
  Score: Raw -14585300.756965 + Penalty 2852.045792 = -14582448.711173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5020.290000 sec): 3 clusters
  Score: Raw -14522037.953948 + Penalty 5704.091584 = -14516333.862365
  nChanged 46554
		SP:Iteration 1F (5020.660000 sec): 3 clusters
  Score: Raw -14548705.684191 + Penalty 5704.091584 = -14543001.592607
  nChanged 3590
		SP:Iteration 2Q (5021.030000 sec): 3 clusters
  Score: Raw -14549761.678664 + Penalty 5704.091584 = -14544057.587080
  nChanged 3990
		SP:Iteration 3Q (5021.400000 sec): 3 clusters
  Score: Raw -14551194.908211 + Penalty 5704.091584 = -14545490.816627
  nChanged 4802
		SP:Iteration 4Q (5021.780000 sec): 3 clusters
  Score: Raw -14553362.402646 + Penalty 5704.091584 = -14547658.311063
  nChanged 5918
		SP:Iteration 5F (5022.140000 sec): 3 clusters
  Score: Raw -14556770.790376 + Penalty 5704.091584 = -14551066.698793
  nChanged 7069
		SP:Iteration 6F (5022.500000 sec): 3 clusters
  Score: Raw -14561739.414832 + Penalty 5704.091584 = -14556035.323248
  nChanged 7776
		SP:Iteration 7F (5022.870000 sec): 3 clusters
  Score: Raw -14567906.687016 + Penalty 5704.091584 = -14562202.595432
  nChanged 7092
		SP:Iteration 8F (5023.240000 sec): 3 clusters
  Score: Raw -14573936.235107 + Penalty 5704.091584 = -14568232.143524
  nChanged 5641
		SP:Iteration 9F (5023.600000 sec): 3 clusters
  Score: Raw -14578850.308559 + Penalty 5704.091584 = -14573146.216975
  nChanged 3713
		SP:Iteration 10Q (5023.960000 sec): 3 clusters
  Score: Raw -14582041.841932 + Penalty 5704.091584 = -14576337.750348
  nChanged 2138
		SP:Iteration 11Q (5024.310000 sec): 3 clusters
  Score: Raw -14583839.440633 + Penalty 5704.091584 = -14578135.349049
  nChanged 1063
		SP:Iteration 12Q (5024.620000 sec): 3 clusters
  Score: Raw -14584735.637496 + Penalty 5704.091584 = -14579031.545913
  nChanged 549
		SP:Iteration 13Q (5024.910000 sec): 3 clusters
  Score: Raw -14585225.978765 + Penalty 5704.091584 = -14579521.887181
  nChanged 277
		SP:Iteration 14Q (5025.180000 sec): 3 clusters
  Score: Raw -14585472.459346 + Penalty 5704.091584 = -14579768.367762
  nChanged 162
		SP:Iteration 15Q (5025.450000 sec): 3 clusters
  Score: Raw -14585610.810046 + Penalty 5704.091584 = -14579906.718462
  nChanged 99
		SP:Iteration 16Q (5025.710000 sec): 3 clusters
  Score: Raw -14585691.789744 + Penalty 5704.091584 = -14579987.698160
  nChanged 65
		SP:Iteration 17Q (5025.960000 sec): 3 clusters
  Score: Raw -14585748.187523 + Penalty 5704.091584 = -14580044.095940
  nChanged 44
		SP:Iteration 18Q (5026.220000 sec): 3 clusters
  Score: Raw -14585779.511028 + Penalty 5704.091584 = -14580075.419445
  nChanged 25
		SP:Iteration 19Q (5026.470000 sec): 3 clusters
  Score: Raw -14585797.804706 + Penalty 5704.091584 = -14580093.713123
  nChanged 17
		SP:Iteration 20F (5026.830000 sec): 3 clusters
  Score: Raw -14585812.567750 + Penalty 5704.091584 = -14580108.476166
  nChanged 17
		SP:Iteration 21Q (5027.080000 sec): 3 clusters
  Score: Raw -14585825.873523 + Penalty 5704.091584 = -14580121.781939
  nChanged 15
		SP:Iteration 22Q (5027.340000 sec): 3 clusters
  Score: Raw -14585834.275742 + Penalty 5704.091584 = -14580130.184159
  nChanged 10
		SP:Iteration 23Q (5027.590000 sec): 3 clusters
  Score: Raw -14585840.196726 + Penalty 5704.091584 = -14580136.105143
  nChanged 7
		SP:Iteration 24Q (5027.840000 sec): 3 clusters
  Score: Raw -14585843.251361 + Penalty 5704.091584 = -14580139.159778
  nChanged 4
		SP:Iteration 25Q (5028.090000 sec): 3 clusters
  Score: Raw -14585846.127088 + Penalty 5704.091584 = -14580142.035505
  nChanged 6
		SP:Iteration 26Q (5028.340000 sec): 3 clusters
  Score: Raw -14585849.320816 + Penalty 5704.091584 = -14580145.229233
  nChanged 2
		SP:Iteration 27Q (5028.600000 sec): 3 clusters
  Score: Raw -14585849.998568 + Penalty 5704.091584 = -14580145.906984
  nChanged 0
		SP:Iteration 28F (5028.960000 sec): 3 clusters
  Score: Raw -14585849.998568 + Penalty 5704.091584 = -14580145.906984
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5029.000000 sec): 2 clusters
  Score: Raw -74856.291948 + Penalty 1616.382476 = -73239.909472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5029.000000 sec): 3 clusters
  Score: Raw -75115.875612 + Penalty 3232.764951 = -71883.110660
  nChanged 233
		SP:Iteration 1F (5029.000000 sec): 3 clusters
  Score: Raw -77619.641638 + Penalty 3232.764951 = -74386.876686
  nChanged 101
		SP:Iteration 2F (5029.000000 sec): 3 clusters
  Score: Raw -79141.435058 + Penalty 3232.764951 = -75908.670106
  nChanged 23
		SP:Iteration 3Q (5029.000000 sec): 3 clusters
  Score: Raw -79742.237510 + Penalty 3232.764951 = -76509.472558
  nChanged 8
		SP:Iteration 4Q (5029.010000 sec): 3 clusters
  Score: Raw -79800.997213 + Penalty 3232.764951 = -76568.232262
  nChanged 2
		SP:Iteration 5Q (5029.010000 sec): 3 clusters
  Score: Raw -79805.578119 + Penalty 3232.764951 = -76572.813167
  nChanged 1
		SP:Iteration 6Q (5029.010000 sec): 3 clusters
  Score: Raw -79807.169169 + Penalty 3232.764951 = -76574.404218
  nChanged 0
		SP:Iteration 7F (5029.010000 sec): 3 clusters
  Score: Raw -79807.169169 + Penalty 3232.764951 = -76574.404218
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 31.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5029.190000 sec): 2 clusters
  Score: Raw -7518386.432317 + Penalty 2689.191557 = -7515697.240760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5029.380000 sec): 3 clusters
  Score: Raw -7486611.156517 + Penalty 5378.383114 = -7481232.773403
  nChanged 23699
		SP:Iteration 1F (5029.560000 sec): 3 clusters
  Score: Raw -7499612.513508 + Penalty 5378.383114 = -7494234.130394
  nChanged 2027
		SP:Iteration 2Q (5029.760000 sec): 3 clusters
  Score: Raw -7500164.414760 + Penalty 5378.383114 = -7494786.031647
  nChanged 1919
		SP:Iteration 3Q (5029.950000 sec): 3 clusters
  Score: Raw -7500728.462583 + Penalty 5378.383114 = -7495350.079469
  nChanged 1950
		SP:Iteration 4Q (5030.140000 sec): 3 clusters
  Score: Raw -7501332.391914 + Penalty 5378.383114 = -7495954.008800
  nChanged 2013
		SP:Iteration 5Q (5030.340000 sec): 3 clusters
  Score: Raw -7501951.877894 + Penalty 5378.383114 = -7496573.494781
  nChanged 2039
		SP:Iteration 6Q (5030.530000 sec): 3 clusters
  Score: Raw -7502658.197254 + Penalty 5378.383114 = -7497279.814141
  nChanged 2252
		SP:Iteration 7Q (5030.730000 sec): 3 clusters
  Score: Raw -7503518.584425 + Penalty 5378.383114 = -7498140.201312
  nChanged 2352
		SP:Iteration 8Q (5030.920000 sec): 3 clusters
  Score: Raw -7504489.332602 + Penalty 5378.383114 = -7499110.949488
  nChanged 2358
		SP:Iteration 9Q (5031.110000 sec): 3 clusters
  Score: Raw -7505531.563023 + Penalty 5378.383114 = -7500153.179910
  nChanged 2441
		SP:Iteration 10Q (5031.310000 sec): 3 clusters
  Score: Raw -7506677.832525 + Penalty 5378.383114 = -7501299.449411
  nChanged 2375
		SP:Iteration 11Q (5031.500000 sec): 3 clusters
  Score: Raw -7507859.218467 + Penalty 5378.383114 = -7502480.835353
  nChanged 2280
		SP:Iteration 12Q (5031.690000 sec): 3 clusters
  Score: Raw -7509062.536901 + Penalty 5378.383114 = -7503684.153787
  nChanged 2105
		SP:Iteration 13Q (5031.880000 sec): 3 clusters
  Score: Raw -7510290.216784 + Penalty 5378.383114 = -7504911.833671
  nChanged 1935
		SP:Iteration 14Q (5032.070000 sec): 3 clusters
  Score: Raw -7511533.720237 + Penalty 5378.383114 = -7506155.337123
  nChanged 1713
		SP:Iteration 15Q (5032.270000 sec): 3 clusters
  Score: Raw -7512751.663611 + Penalty 5378.383114 = -7507373.280497
  nChanged 1516
		SP:Iteration 16Q (5032.460000 sec): 3 clusters
  Score: Raw -7513925.144643 + Penalty 5378.383114 = -7508546.761529
  nChanged 1309
		SP:Iteration 17Q (5032.640000 sec): 3 clusters
  Score: Raw -7514931.052902 + Penalty 5378.383114 = -7509552.669788
  nChanged 1048
		SP:Iteration 18Q (5032.810000 sec): 3 clusters
  Score: Raw -7515649.354926 + Penalty 5378.383114 = -7510270.971812
  nChanged 815
		SP:Iteration 19Q (5032.970000 sec): 3 clusters
  Score: Raw -7516138.546203 + Penalty 5378.383114 = -7510760.163089
  nChanged 632
		SP:Iteration 20F (5033.160000 sec): 3 clusters
  Score: Raw -7516492.708259 + Penalty 5378.383114 = -7511114.325146
  nChanged 546
		SP:Iteration 21Q (5033.310000 sec): 3 clusters
  Score: Raw -7516777.616510 + Penalty 5378.383114 = -7511399.233396
  nChanged 462
		SP:Iteration 22Q (5033.460000 sec): 3 clusters
  Score: Raw -7517018.450164 + Penalty 5378.383114 = -7511640.067051
  nChanged 393
		SP:Iteration 23Q (5033.610000 sec): 3 clusters
  Score: Raw -7517218.123774 + Penalty 5378.383114 = -7511839.740660
  nChanged 345
		SP:Iteration 24Q (5033.750000 sec): 3 clusters
  Score: Raw -7517390.326543 + Penalty 5378.383114 = -7512011.943429
  nChanged 313
		SP:Iteration 25Q (5033.890000 sec): 3 clusters
  Score: Raw -7517542.396499 + Penalty 5378.383114 = -7512164.013386
  nChanged 273
		SP:Iteration 26Q (5034.040000 sec): 3 clusters
  Score: Raw -7517666.008036 + Penalty 5378.383114 = -7512287.624922
  nChanged 237
		SP:Iteration 27Q (5034.180000 sec): 3 clusters
  Score: Raw -7517779.963347 + Penalty 5378.383114 = -7512401.580233
  nChanged 228
		SP:Iteration 28Q (5034.320000 sec): 3 clusters
  Score: Raw -7517895.373466 + Penalty 5378.383114 = -7512516.990352
  nChanged 193
		SP:Iteration 29Q (5034.450000 sec): 3 clusters
  Score: Raw -7517986.302519 + Penalty 5378.383114 = -7512607.919406
  nChanged 174
		SP:Iteration 30Q (5034.590000 sec): 3 clusters
  Score: Raw -7518064.443255 + Penalty 5378.383114 = -7512686.060141
  nChanged 147
		SP:Iteration 31Q (5034.730000 sec): 3 clusters
  Score: Raw -7518140.121627 + Penalty 5378.383114 = -7512761.738513
  nChanged 135
		SP:Iteration 32Q (5034.870000 sec): 3 clusters
  Score: Raw -7518210.325274 + Penalty 5378.383114 = -7512831.942160
  nChanged 128
		SP:Iteration 33Q (5035.000000 sec): 3 clusters
  Score: Raw -7518281.429895 + Penalty 5378.383114 = -7512903.046782
  nChanged 107
		SP:Iteration 34Q (5035.140000 sec): 3 clusters
  Score: Raw -7518340.279828 + Penalty 5378.383114 = -7512961.896714
  nChanged 99
		SP:Iteration 35Q (5035.270000 sec): 3 clusters
  Score: Raw -7518395.949832 + Penalty 5378.383114 = -7513017.566718
  nChanged 79
		SP:Iteration 36Q (5035.410000 sec): 3 clusters
  Score: Raw -7518446.456500 + Penalty 5378.383114 = -7513068.073386
  nChanged 69
		SP:Iteration 37Q (5035.540000 sec): 3 clusters
  Score: Raw -7518486.445706 + Penalty 5378.383114 = -7513108.062593
  nChanged 59
		SP:Iteration 38Q (5035.670000 sec): 3 clusters
  Score: Raw -7518518.742801 + Penalty 5378.383114 = -7513140.359688
  nChanged 40
		SP:Iteration 39Q (5035.800000 sec): 3 clusters
  Score: Raw -7518540.085493 + Penalty 5378.383114 = -7513161.702379
  nChanged 38
		SP:Iteration 40F (5035.990000 sec): 3 clusters
  Score: Raw -7518560.701626 + Penalty 5378.383114 = -7513182.318513
  nChanged 22
		SP:Iteration 41Q (5036.120000 sec): 3 clusters
  Score: Raw -7518574.797414 + Penalty 5378.383114 = -7513196.414300
  nChanged 23
		SP:Iteration 42Q (5036.250000 sec): 3 clusters
  Score: Raw -7518590.677934 + Penalty 5378.383114 = -7513212.294820
  nChanged 24
		SP:Iteration 43Q (5036.390000 sec): 3 clusters
  Score: Raw -7518605.666478 + Penalty 5378.383114 = -7513227.283365
  nChanged 19
		SP:Iteration 44Q (5036.520000 sec): 3 clusters
  Score: Raw -7518618.670188 + Penalty 5378.383114 = -7513240.287074
  nChanged 17
		SP:Iteration 45Q (5036.650000 sec): 3 clusters
  Score: Raw -7518628.219473 + Penalty 5378.383114 = -7513249.836359
  nChanged 18
		SP:Iteration 46Q (5036.780000 sec): 3 clusters
  Score: Raw -7518638.627996 + Penalty 5378.383114 = -7513260.244883
  nChanged 21
		SP:Iteration 47Q (5036.910000 sec): 3 clusters
  Score: Raw -7518651.679323 + Penalty 5378.383114 = -7513273.296209
  nChanged 20
		SP:Iteration 48Q (5037.040000 sec): 3 clusters
  Score: Raw -7518662.159345 + Penalty 5378.383114 = -7513283.776231
  nChanged 12
		SP:Iteration 49Q (5037.170000 sec): 3 clusters
  Score: Raw -7518669.303734 + Penalty 5378.383114 = -7513290.920620
  nChanged 10
		SP:Iteration 50Q (5037.310000 sec): 3 clusters
  Score: Raw -7518675.204379 + Penalty 5378.383114 = -7513296.821265
  nChanged 8
		SP:Iteration 51Q (5037.440000 sec): 3 clusters
  Score: Raw -7518681.203046 + Penalty 5378.383114 = -7513302.819933
  nChanged 16
		SP:Iteration 52Q (5037.570000 sec): 3 clusters
  Score: Raw -7518691.445834 + Penalty 5378.383114 = -7513313.062721
  nChanged 15
		SP:Iteration 53Q (5037.700000 sec): 3 clusters
  Score: Raw -7518704.401567 + Penalty 5378.383114 = -7513326.018453
  nChanged 10
		SP:Iteration 54Q (5037.830000 sec): 3 clusters
  Score: Raw -7518709.182794 + Penalty 5378.383114 = -7513330.799680
  nChanged 4
		SP:Iteration 55Q (5037.960000 sec): 3 clusters
  Score: Raw -7518712.060359 + Penalty 5378.383114 = -7513333.677246
  nChanged 2
		SP:Iteration 56Q (5038.090000 sec): 3 clusters
  Score: Raw -7518713.100144 + Penalty 5378.383114 = -7513334.717031
  nChanged 2
		SP:Iteration 57Q (5038.220000 sec): 3 clusters
  Score: Raw -7518714.415783 + Penalty 5378.383114 = -7513336.032669
  nChanged 2
		SP:Iteration 58Q (5038.350000 sec): 3 clusters
  Score: Raw -7518715.953410 + Penalty 5378.383114 = -7513337.570296
  nChanged 2
		SP:Iteration 59Q (5038.490000 sec): 3 clusters
  Score: Raw -7518717.159241 + Penalty 5378.383114 = -7513338.776128
  nChanged 1
		SP:Iteration 60F (5038.670000 sec): 3 clusters
  Score: Raw -7518717.520593 + Penalty 5378.383114 = -7513339.137479
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5038.700000 sec): 2 clusters
  Score: Raw -61959.110712 + Penalty 1516.741247 = -60442.369465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5038.700000 sec): 3 clusters
  Score: Raw -62215.975112 + Penalty 3033.482494 = -59182.492618
  nChanged 122
		SP:Iteration 1F (5038.700000 sec): 3 clusters
  Score: Raw -62618.274511 + Penalty 3033.482494 = -59584.792017
  nChanged 32
		SP:Iteration 2F (5038.700000 sec): 3 clusters
  Score: Raw -62781.051617 + Penalty 3033.482494 = -59747.569123
  nChanged 11
		SP:Iteration 3Q (5038.700000 sec): 3 clusters
  Score: Raw -62841.862565 + Penalty 3033.482494 = -59808.380071
  nChanged 6
		SP:Iteration 4Q (5038.710000 sec): 3 clusters
  Score: Raw -62871.995533 + Penalty 3033.482494 = -59838.513039
  nChanged 5
		SP:Iteration 5Q (5038.710000 sec): 3 clusters
  Score: Raw -62924.409954 + Penalty 3033.482494 = -59890.927460
  nChanged 6
		SP:Iteration 6Q (5038.710000 sec): 3 clusters
  Score: Raw -62968.044223 + Penalty 3033.482494 = -59934.561729
  nChanged 5
		SP:Iteration 7Q (5038.710000 sec): 3 clusters
  Score: Raw -62984.313484 + Penalty 3033.482494 = -59950.830989
  nChanged 5
		SP:Iteration 8Q (5038.710000 sec): 3 clusters
  Score: Raw -63005.111276 + Penalty 3033.482494 = -59971.628782
  nChanged 5
		SP:Iteration 9Q (5038.710000 sec): 3 clusters
  Score: Raw -63117.145232 + Penalty 3033.482494 = -60083.662738
  nChanged 5
		SP:Iteration 10Q (5038.710000 sec): 3 clusters
  Score: Raw -63137.873376 + Penalty 3033.482494 = -60104.390882
  nChanged 2
		SP:Iteration 11Q (5038.710000 sec): 3 clusters
  Score: Raw -63151.310793 + Penalty 3033.482494 = -60117.828299
  nChanged 2
		SP:Iteration 12Q (5038.710000 sec): 3 clusters
  Score: Raw -63155.791122 + Penalty 3033.482494 = -60122.308628
  nChanged 0
		SP:Iteration 13F (5038.720000 sec): 3 clusters
  Score: Raw -63155.791122 + Penalty 3033.482494 = -60122.308628
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5038.720000 sec): 2 clusters
  Score: Raw -89509.118693 + Penalty 1606.289146 = -87902.829547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5038.720000 sec): 3 clusters
  Score: Raw -89581.292907 + Penalty 3212.578292 = -86368.714615
  nChanged 154
		SP:Iteration 1F (5038.730000 sec): 3 clusters
  Score: Raw -90012.663123 + Penalty 3212.578292 = -86800.084831
  nChanged 58
		SP:Iteration 2F (5038.730000 sec): 3 clusters
  Score: Raw -90198.685799 + Penalty 3212.578292 = -86986.107507
  nChanged 34
		SP:Iteration 3F (5038.730000 sec): 3 clusters
  Score: Raw -90352.486208 + Penalty 3212.578292 = -87139.907916
  nChanged 31
		SP:Iteration 4Q (5038.730000 sec): 3 clusters
  Score: Raw -90497.045657 + Penalty 3212.578292 = -87284.467365
  nChanged 15
		SP:Iteration 5Q (5038.730000 sec): 3 clusters
  Score: Raw -90549.558495 + Penalty 3212.578292 = -87336.980203
  nChanged 10
		SP:Iteration 6Q (5038.740000 sec): 3 clusters
  Score: Raw -90606.040623 + Penalty 3212.578292 = -87393.462331
  nChanged 14
		SP:Iteration 7Q (5038.740000 sec): 3 clusters
  Score: Raw -90671.469067 + Penalty 3212.578292 = -87458.890775
  nChanged 7
		SP:Iteration 8Q (5038.740000 sec): 3 clusters
  Score: Raw -90714.753716 + Penalty 3212.578292 = -87502.175424
  nChanged 8
		SP:Iteration 9Q (5038.740000 sec): 3 clusters
  Score: Raw -90744.453546 + Penalty 3212.578292 = -87531.875254
  nChanged 4
		SP:Iteration 10Q (5038.750000 sec): 3 clusters
  Score: Raw -90764.009017 + Penalty 3212.578292 = -87551.430725
  nChanged 3
		SP:Iteration 11Q (5038.750000 sec): 3 clusters
  Score: Raw -90774.573601 + Penalty 3212.578292 = -87561.995309
  nChanged 1
		SP:Iteration 12Q (5038.750000 sec): 3 clusters
  Score: Raw -90779.083934 + Penalty 3212.578292 = -87566.505642
  nChanged 1
		SP:Iteration 13Q (5038.750000 sec): 3 clusters
  Score: Raw -90782.636752 + Penalty 3212.578292 = -87570.058460
  nChanged 0
		SP:Iteration 14F (5038.750000 sec): 3 clusters
  Score: Raw -90783.288242 + Penalty 3212.578292 = -87570.709950
  nChanged 2
		SP:Iteration 15Q (5038.750000 sec): 3 clusters
  Score: Raw -90816.431502 + Penalty 3212.578292 = -87603.853210
  nChanged 5
		SP:Iteration 16Q (5038.760000 sec): 3 clusters
  Score: Raw -90835.562164 + Penalty 3212.578292 = -87622.983872
  nChanged 2
		SP:Iteration 17Q (5038.760000 sec): 3 clusters
  Score: Raw -90844.610186 + Penalty 3212.578292 = -87632.031894
  nChanged 1
		SP:Iteration 18Q (5038.760000 sec): 3 clusters
  Score: Raw -90854.523845 + Penalty 3212.578292 = -87641.945553
  nChanged 2
		SP:Iteration 19Q (5038.760000 sec): 3 clusters
  Score: Raw -90869.115316 + Penalty 3212.578292 = -87656.537024
  nChanged 4
		SP:Iteration 20F (5038.770000 sec): 3 clusters
  Score: Raw -90885.932091 + Penalty 3212.578292 = -87673.353799
  nChanged 5
		SP:Iteration 21Q (5038.770000 sec): 3 clusters
  Score: Raw -90965.203045 + Penalty 3212.578292 = -87752.624753
  nChanged 12
		SP:Iteration 22Q (5038.770000 sec): 3 clusters
  Score: Raw -91153.977455 + Penalty 3212.578292 = -87941.399163
  nChanged 4
		SP:Iteration 23Q (5038.770000 sec): 3 clusters
  Score: Raw -91175.301676 + Penalty 3212.578292 = -87962.723384
  nChanged 2
		SP:Iteration 24Q (5038.770000 sec): 3 clusters
  Score: Raw -91179.520705 + Penalty 3212.578292 = -87966.942413
  nChanged 1
		SP:Iteration 25Q (5038.770000 sec): 3 clusters
  Score: Raw -91183.172529 + Penalty 3212.578292 = -87970.594237
  nChanged 0
		SP:Iteration 26F (5038.780000 sec): 3 clusters
  Score: Raw -91183.172529 + Penalty 3212.578292 = -87970.594237
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 32.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (270214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5039.680000 sec): 2 clusters
  Score: Raw -39985991.386586 + Penalty 3101.728440 = -39982889.658146
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5040.680000 sec): 3 clusters
  Score: Raw -39807195.070625 + Penalty 6203.456880 = -39800991.613745
  nChanged 130534
		SP:Iteration 1F (5041.690000 sec): 3 clusters
  Score: Raw -39883668.818350 + Penalty 6203.456880 = -39877465.361470
  nChanged 5140
		SP:Iteration 2Q (5042.710000 sec): 3 clusters
  Score: Raw -39884380.080406 + Penalty 6203.456880 = -39878176.623525
  nChanged 5340
		SP:Iteration 3Q (5043.730000 sec): 3 clusters
  Score: Raw -39885214.015522 + Penalty 6203.456880 = -39879010.558642
  nChanged 6021
		SP:Iteration 4Q (5044.760000 sec): 3 clusters
  Score: Raw -39886393.176763 + Penalty 6203.456880 = -39880189.719883
  nChanged 7530
		SP:Iteration 5Q (5045.790000 sec): 3 clusters
  Score: Raw -39888419.676715 + Penalty 6203.456880 = -39882216.219835
  nChanged 10458
		SP:Iteration 6Q (5046.820000 sec): 3 clusters
  Score: Raw -39892368.842966 + Penalty 6203.456880 = -39886165.386086
  nChanged 14971
		SP:Iteration 7F (5047.810000 sec): 3 clusters
  Score: Raw -39900321.305414 + Penalty 6203.456880 = -39894117.848534
  nChanged 21013
		SP:Iteration 8F (5048.800000 sec): 3 clusters
  Score: Raw -39915633.318684 + Penalty 6203.456880 = -39909429.861804
  nChanged 25931
		SP:Iteration 9F (5049.800000 sec): 3 clusters
  Score: Raw -39939400.881527 + Penalty 6203.456880 = -39933197.424647
  nChanged 24056
		SP:Iteration 10F (5050.800000 sec): 3 clusters
  Score: Raw -39963974.261961 + Penalty 6203.456880 = -39957770.805081
  nChanged 14675
		SP:Iteration 11F (5051.780000 sec): 3 clusters
  Score: Raw -39978945.146073 + Penalty 6203.456880 = -39972741.689193
  nChanged 5636
		SP:Iteration 12Q (5052.640000 sec): 3 clusters
  Score: Raw -39984331.825729 + Penalty 6203.456880 = -39978128.368848
  nChanged 1490
		SP:Iteration 13Q (5053.390000 sec): 3 clusters
  Score: Raw -39985717.055677 + Penalty 6203.456880 = -39979513.598796
  nChanged 333
		SP:Iteration 14Q (5054.100000 sec): 3 clusters
  Score: Raw -39986056.501078 + Penalty 6203.456880 = -39979853.044198
  nChanged 101
		SP:Iteration 15Q (5054.790000 sec): 3 clusters
  Score: Raw -39986176.642160 + Penalty 6203.456880 = -39979973.185280
  nChanged 55
		SP:Iteration 16Q (5055.470000 sec): 3 clusters
  Score: Raw -39986245.375332 + Penalty 6203.456880 = -39980041.918452
  nChanged 29
		SP:Iteration 17Q (5056.160000 sec): 3 clusters
  Score: Raw -39986285.932183 + Penalty 6203.456880 = -39980082.475303
  nChanged 19
		SP:Iteration 18Q (5056.840000 sec): 3 clusters
  Score: Raw -39986313.071881 + Penalty 6203.456880 = -39980109.615001
  nChanged 15
		SP:Iteration 19Q (5057.520000 sec): 3 clusters
  Score: Raw -39986333.491007 + Penalty 6203.456880 = -39980130.034127
  nChanged 9
		SP:Iteration 20F (5058.500000 sec): 3 clusters
  Score: Raw -39986348.705196 + Penalty 6203.456880 = -39980145.248316
  nChanged 4
		SP:Iteration 21Q (5059.190000 sec): 3 clusters
  Score: Raw -39986357.097161 + Penalty 6203.456880 = -39980153.640280
  nChanged 7
		SP:Iteration 22Q (5059.870000 sec): 3 clusters
  Score: Raw -39986371.412054 + Penalty 6203.456880 = -39980167.955174
  nChanged 11
		SP:Iteration 23Q (5060.560000 sec): 3 clusters
  Score: Raw -39986387.239845 + Penalty 6203.456880 = -39980183.782965
  nChanged 3
		SP:Iteration 24Q (5061.230000 sec): 3 clusters
  Score: Raw -39986389.437181 + Penalty 6203.456880 = -39980185.980301
  nChanged 2
		SP:Iteration 25Q (5061.920000 sec): 3 clusters
  Score: Raw -39986392.713258 + Penalty 6203.456880 = -39980189.256378
  nChanged 1
		SP:Iteration 26Q (5062.600000 sec): 3 clusters
  Score: Raw -39986393.202706 + Penalty 6203.456880 = -39980189.745826
  nChanged 0
		SP:Iteration 27F (5063.580000 sec): 3 clusters
  Score: Raw -39986393.202706 + Penalty 6203.456880 = -39980189.745826
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5063.780000 sec): 2 clusters
  Score: Raw -5117737.973293 + Penalty 2583.838474 = -5115154.134819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5063.910000 sec): 3 clusters
  Score: Raw -5097480.229071 + Penalty 5167.676948 = -5092312.552123
  nChanged 15094
		SP:Iteration 1F (5064.030000 sec): 3 clusters
  Score: Raw -5105645.391885 + Penalty 5167.676948 = -5100477.714937
  nChanged 1597
		SP:Iteration 2Q (5064.160000 sec): 3 clusters
  Score: Raw -5106239.773135 + Penalty 5167.676948 = -5101072.096187
  nChanged 1641
		SP:Iteration 3Q (5064.280000 sec): 3 clusters
  Score: Raw -5106954.868854 + Penalty 5167.676948 = -5101787.191906
  nChanged 1905
		SP:Iteration 4F (5064.410000 sec): 3 clusters
  Score: Raw -5108014.276920 + Penalty 5167.676948 = -5102846.599972
  nChanged 2303
		SP:Iteration 5F (5064.530000 sec): 3 clusters
  Score: Raw -5109584.414847 + Penalty 5167.676948 = -5104416.737899
  nChanged 2557
		SP:Iteration 6F (5064.650000 sec): 3 clusters
  Score: Raw -5111711.262778 + Penalty 5167.676948 = -5106543.585830
  nChanged 2535
		SP:Iteration 7F (5064.780000 sec): 3 clusters
  Score: Raw -5114118.887615 + Penalty 5167.676948 = -5108951.210666
  nChanged 1938
		SP:Iteration 8F (5064.900000 sec): 3 clusters
  Score: Raw -5116048.052295 + Penalty 5167.676948 = -5110880.375347
  nChanged 1126
		SP:Iteration 9Q (5065.020000 sec): 3 clusters
  Score: Raw -5117158.732710 + Penalty 5167.676948 = -5111991.055762
  nChanged 486
		SP:Iteration 10Q (5065.130000 sec): 3 clusters
  Score: Raw -5117623.107675 + Penalty 5167.676948 = -5112455.430727
  nChanged 199
		SP:Iteration 11Q (5065.230000 sec): 3 clusters
  Score: Raw -5117830.342664 + Penalty 5167.676948 = -5112662.665716
  nChanged 103
		SP:Iteration 12Q (5065.320000 sec): 3 clusters
  Score: Raw -5117922.816682 + Penalty 5167.676948 = -5112755.139734
  nChanged 46
		SP:Iteration 13Q (5065.410000 sec): 3 clusters
  Score: Raw -5117969.006302 + Penalty 5167.676948 = -5112801.329354
  nChanged 29
		SP:Iteration 14Q (5065.500000 sec): 3 clusters
  Score: Raw -5117996.713676 + Penalty 5167.676948 = -5112829.036727
  nChanged 25
		SP:Iteration 15Q (5065.590000 sec): 3 clusters
  Score: Raw -5118029.538060 + Penalty 5167.676948 = -5112861.861112
  nChanged 20
		SP:Iteration 16Q (5065.680000 sec): 3 clusters
  Score: Raw -5118053.904098 + Penalty 5167.676948 = -5112886.227150
  nChanged 11
		SP:Iteration 17Q (5065.770000 sec): 3 clusters
  Score: Raw -5118067.669081 + Penalty 5167.676948 = -5112899.992133
  nChanged 5
		SP:Iteration 18Q (5065.850000 sec): 3 clusters
  Score: Raw -5118071.572781 + Penalty 5167.676948 = -5112903.895833
  nChanged 1
		SP:Iteration 19Q (5065.940000 sec): 3 clusters
  Score: Raw -5118073.738664 + Penalty 5167.676948 = -5112906.061716
  nChanged 3
		SP:Iteration 20F (5066.070000 sec): 3 clusters
  Score: Raw -5118076.942595 + Penalty 5167.676948 = -5112909.265646
  nChanged 3
		SP:Iteration 21Q (5066.150000 sec): 3 clusters
  Score: Raw -5118080.927316 + Penalty 5167.676948 = -5112913.250367
  nChanged 4
		SP:Iteration 22Q (5066.240000 sec): 3 clusters
  Score: Raw -5118084.408323 + Penalty 5167.676948 = -5112916.731375
  nChanged 1
		SP:Iteration 23Q (5066.330000 sec): 3 clusters
  Score: Raw -5118085.303336 + Penalty 5167.676948 = -5112917.626388
  nChanged 1
		SP:Iteration 24Q (5066.420000 sec): 3 clusters
  Score: Raw -5118085.829450 + Penalty 5167.676948 = -5112918.152502
  nChanged 0
		SP:Iteration 25F (5066.540000 sec): 3 clusters
  Score: Raw -5118085.829450 + Penalty 5167.676948 = -5112918.152502
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1040 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5066.560000 sec): 2 clusters
  Score: Raw -136069.930864 + Penalty 1722.850046 = -134347.080818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5066.560000 sec): 3 clusters
  Score: Raw -135868.484790 + Penalty 3445.700092 = -132422.784698
  nChanged 263
		SP:Iteration 1F (5066.570000 sec): 3 clusters
  Score: Raw -136170.186831 + Penalty 3445.700092 = -132724.486739
  nChanged 80
		SP:Iteration 2F (5066.570000 sec): 3 clusters
  Score: Raw -136276.773611 + Penalty 3445.700092 = -132831.073519
  nChanged 33
		SP:Iteration 3Q (5066.570000 sec): 3 clusters
  Score: Raw -136322.928774 + Penalty 3445.700092 = -132877.228682
  nChanged 19
		SP:Iteration 4Q (5066.580000 sec): 3 clusters
  Score: Raw -136351.560413 + Penalty 3445.700092 = -132905.860321
  nChanged 11
		SP:Iteration 5Q (5066.580000 sec): 3 clusters
  Score: Raw -136368.738330 + Penalty 3445.700092 = -132923.038238
  nChanged 12
		SP:Iteration 6Q (5066.590000 sec): 3 clusters
  Score: Raw -136378.818101 + Penalty 3445.700092 = -132933.118009
  nChanged 11
		SP:Iteration 7Q (5066.590000 sec): 3 clusters
  Score: Raw -136395.285807 + Penalty 3445.700092 = -132949.585715
  nChanged 12
		SP:Iteration 8Q (5066.590000 sec): 3 clusters
  Score: Raw -136411.519637 + Penalty 3445.700092 = -132965.819545
  nChanged 8
		SP:Iteration 9Q (5066.590000 sec): 3 clusters
  Score: Raw -136422.098978 + Penalty 3445.700092 = -132976.398886
  nChanged 7
		SP:Iteration 10Q (5066.600000 sec): 3 clusters
  Score: Raw -136431.034775 + Penalty 3445.700092 = -132985.334683
  nChanged 10
		SP:Iteration 11Q (5066.600000 sec): 3 clusters
  Score: Raw -136446.702524 + Penalty 3445.700092 = -133001.002432
  nChanged 12
		SP:Iteration 12Q (5066.610000 sec): 3 clusters
  Score: Raw -136469.778756 + Penalty 3445.700092 = -133024.078664
  nChanged 12
		SP:Iteration 13Q (5066.610000 sec): 3 clusters
  Score: Raw -136494.643635 + Penalty 3445.700092 = -133048.943543
  nChanged 8
		SP:Iteration 14Q (5066.610000 sec): 3 clusters
  Score: Raw -136503.470707 + Penalty 3445.700092 = -133057.770614
  nChanged 7
		SP:Iteration 15Q (5066.620000 sec): 3 clusters
  Score: Raw -136510.378889 + Penalty 3445.700092 = -133064.678796
  nChanged 4
		SP:Iteration 16Q (5066.620000 sec): 3 clusters
  Score: Raw -136513.742301 + Penalty 3445.700092 = -133068.042209
  nChanged 0
		SP:Iteration 17F (5066.630000 sec): 3 clusters
  Score: Raw -136513.742301 + Penalty 3445.700092 = -133068.042209
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (1144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5066.630000 sec): 2 clusters
  Score: Raw -145614.319752 + Penalty 1746.486971 = -143867.832782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5066.630000 sec): 3 clusters
  Score: Raw -145461.043834 + Penalty 3492.973941 = -141968.069893
  nChanged 349
		SP:Iteration 1F (5066.640000 sec): 3 clusters
  Score: Raw -146382.635907 + Penalty 3492.973941 = -142889.661965
  nChanged 157
		SP:Iteration 2F (5066.640000 sec): 3 clusters
  Score: Raw -147201.433214 + Penalty 3492.973941 = -143708.459273
  nChanged 137
		SP:Iteration 3F (5066.650000 sec): 3 clusters
  Score: Raw -148140.237826 + Penalty 3492.973941 = -144647.263884
  nChanged 76
		SP:Iteration 4F (5066.650000 sec): 3 clusters
  Score: Raw -149593.945254 + Penalty 3492.973941 = -146100.971313
  nChanged 46
		SP:Iteration 5Q (5066.650000 sec): 3 clusters
  Score: Raw -150556.512695 + Penalty 3492.973941 = -147063.538754
  nChanged 37
		SP:Iteration 6Q (5066.660000 sec): 3 clusters
  Score: Raw -150724.420811 + Penalty 3492.973941 = -147231.446870
  nChanged 23
		SP:Iteration 7Q (5066.660000 sec): 3 clusters
  Score: Raw -150825.577812 + Penalty 3492.973941 = -147332.603870
  nChanged 16
		SP:Iteration 8Q (5066.660000 sec): 3 clusters
  Score: Raw -150918.300708 + Penalty 3492.973941 = -147425.326767
  nChanged 19
		SP:Iteration 9Q (5066.670000 sec): 3 clusters
  Score: Raw -151090.219408 + Penalty 3492.973941 = -147597.245466
  nChanged 8
		SP:Iteration 10Q (5066.670000 sec): 3 clusters
  Score: Raw -151155.932487 + Penalty 3492.973941 = -147662.958546
  nChanged 6
		SP:Iteration 11Q (5066.670000 sec): 3 clusters
  Score: Raw -151213.569561 + Penalty 3492.973941 = -147720.595619
  nChanged 5
		SP:Iteration 12Q (5066.670000 sec): 3 clusters
  Score: Raw -151253.072952 + Penalty 3492.973941 = -147760.099011
  nChanged 6
		SP:Iteration 13Q (5066.680000 sec): 3 clusters
  Score: Raw -151303.805796 + Penalty 3492.973941 = -147810.831855
  nChanged 5
		SP:Iteration 14Q (5066.680000 sec): 3 clusters
  Score: Raw -151346.770518 + Penalty 3492.973941 = -147853.796576
  nChanged 3
		SP:Iteration 15Q (5066.680000 sec): 3 clusters
  Score: Raw -151355.556265 + Penalty 3492.973941 = -147862.582324
  nChanged 0
		SP:Iteration 16F (5066.690000 sec): 3 clusters
  Score: Raw -151357.193616 + Penalty 3492.973941 = -147864.219674
  nChanged 2
		SP:Iteration 17Q (5066.690000 sec): 3 clusters
  Score: Raw -151370.549189 + Penalty 3492.973941 = -147877.575248
  nChanged 3
		SP:Iteration 18Q (5066.690000 sec): 3 clusters
  Score: Raw -151386.248287 + Penalty 3492.973941 = -147893.274345
  nChanged 4
		SP:Iteration 19Q (5066.700000 sec): 3 clusters
  Score: Raw -151403.240584 + Penalty 3492.973941 = -147910.266643
  nChanged 2
		SP:Iteration 20F (5066.700000 sec): 3 clusters
  Score: Raw -151413.535013 + Penalty 3492.973941 = -147920.561072
  nChanged 1
		SP:Iteration 21Q (5066.700000 sec): 3 clusters
  Score: Raw -151416.775194 + Penalty 3492.973941 = -147923.801252
  nChanged 0
		SP:Iteration 22F (5066.710000 sec): 3 clusters
  Score: Raw -151416.775194 + Penalty 3492.973941 = -147923.801252
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 33.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5066.710000 sec): 2 clusters
  Score: Raw -59390.796509 + Penalty 1620.739835 = -57770.056674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5066.720000 sec): 3 clusters
  Score: Raw -59677.790028 + Penalty 3241.479670 = -56436.310357
  nChanged 250
		SP:Iteration 1F (5066.720000 sec): 3 clusters
  Score: Raw -61036.846373 + Penalty 3241.479670 = -57795.366702
  nChanged 123
		SP:Iteration 2F (5066.720000 sec): 3 clusters
  Score: Raw -62413.870520 + Penalty 3241.479670 = -59172.390849
  nChanged 45
		SP:Iteration 3F (5066.730000 sec): 3 clusters
  Score: Raw -63481.399773 + Penalty 3241.479670 = -60239.920102
  nChanged 27
		SP:Iteration 4Q (5066.730000 sec): 3 clusters
  Score: Raw -63764.574721 + Penalty 3241.479670 = -60523.095051
  nChanged 11
		SP:Iteration 5Q (5066.730000 sec): 3 clusters
  Score: Raw -63835.687754 + Penalty 3241.479670 = -60594.208084
  nChanged 3
		SP:Iteration 6Q (5066.730000 sec): 3 clusters
  Score: Raw -63844.468050 + Penalty 3241.479670 = -60602.988380
  nChanged 1
		SP:Iteration 7Q (5066.730000 sec): 3 clusters
  Score: Raw -63847.405326 + Penalty 3241.479670 = -60605.925655
  nChanged 1
		SP:Iteration 8Q (5066.730000 sec): 3 clusters
  Score: Raw -63849.655935 + Penalty 3241.479670 = -60608.176264
  nChanged 1
		SP:Iteration 9Q (5066.740000 sec): 3 clusters
  Score: Raw -63851.398440 + Penalty 3241.479670 = -60609.918770
  nChanged 0
		SP:Iteration 10F (5066.740000 sec): 3 clusters
  Score: Raw -63851.398440 + Penalty 3241.479670 = -60609.918770
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 34.
Iteration 99Q (5076.830000 sec): 35 clusters
  Score: Raw -117622239.741133 + Penalty 114739.327988 = -117507500.413145
  nChanged 180
Iteration 100F (5113.820000 sec): 35 clusters
  Score: Raw -117622861.210066 + Penalty 114739.327988 = -117508121.882077
  nChanged 155
Iteration 101Q (5123.820000 sec): 35 clusters
  Score: Raw -117623115.354354 + Penalty 114739.327988 = -117508376.026366
  nChanged 149
Iteration 102Q (5133.820000 sec): 35 clusters
  Score: Raw -117623195.520410 + Penalty 114739.327988 = -117508456.192422
  nChanged 128
Iteration 103Q (5143.800000 sec): 35 clusters
  Score: Raw -117623206.141887 + Penalty 114739.327988 = -117508466.813899
  nChanged 137
Iteration 104Q (5153.780000 sec): 35 clusters
  Score: Raw -117623221.495016 + Penalty 114739.327988 = -117508482.167028
  nChanged 139
Iteration 105Q (5163.760000 sec): 35 clusters
  Score: Raw -117623226.430110 + Penalty 114739.327988 = -117508487.102121
  nChanged 139
Iteration 106Q (5173.730000 sec): 35 clusters
  Score: Raw -117623230.716765 + Penalty 114739.327988 = -117508491.388777
  nChanged 134
Iteration 107Q (5183.770000 sec): 35 clusters
  Score: Raw -117623234.849562 + Penalty 114739.327988 = -117508495.521574
  nChanged 123
Iteration 108Q (5193.740000 sec): 35 clusters
  Score: Raw -117623238.630956 + Penalty 114739.327988 = -117508499.302968
  nChanged 107
Iteration 109Q (5203.720000 sec): 35 clusters
  Score: Raw -117623244.344067 + Penalty 114739.327988 = -117508505.016079
  nChanged 104
Iteration 110Q (5213.690000 sec): 35 clusters
  Score: Raw -117623247.459888 + Penalty 114739.327988 = -117508508.131900
  nChanged 90
Iteration 111Q (5223.720000 sec): 35 clusters
  Score: Raw -117623250.426673 + Penalty 114739.327988 = -117508511.098685
  nChanged 98
Iteration 112Q (5233.690000 sec): 35 clusters
  Score: Raw -117623253.216320 + Penalty 114739.327988 = -117508513.888332
  nChanged 95
Iteration 113Q (5243.680000 sec): 35 clusters
  Score: Raw -117623255.100484 + Penalty 114739.327988 = -117508515.772496
  nChanged 74
Iteration 114Q (5253.640000 sec): 35 clusters
  Score: Raw -117623256.399633 + Penalty 114739.327988 = -117508517.071645
  nChanged 81
Iteration 115Q (5263.620000 sec): 35 clusters
  Score: Raw -117623258.361524 + Penalty 114739.327988 = -117508519.033536
  nChanged 78
Iteration 116Q (5273.610000 sec): 35 clusters
  Score: Raw -117623260.410304 + Penalty 114739.327988 = -117508521.082316
  nChanged 59
Iteration 117Q (5283.580000 sec): 35 clusters
  Score: Raw -117623261.955661 + Penalty 114739.327988 = -117508522.627673
  nChanged 59
Iteration 118Q (5293.530000 sec): 35 clusters
  Score: Raw -117623263.095758 + Penalty 114739.327988 = -117508523.767770
  nChanged 54
Iteration 119Q (5303.490000 sec): 35 clusters
  Score: Raw -117623264.068852 + Penalty 114739.327988 = -117508524.740864
  nChanged 54
Iteration 120F (5340.430000 sec): 35 clusters
  Score: Raw -117623268.575188 + Penalty 114739.327988 = -117508529.247200
  nChanged 55
Iteration 121Q (5350.420000 sec): 35 clusters
  Score: Raw -117623374.608073 + Penalty 114739.327988 = -117508635.280084
  nChanged 62
Iteration 122Q (5360.410000 sec): 35 clusters
  Score: Raw -117623474.840407 + Penalty 114739.327988 = -117508735.512419
  nChanged 44
Iteration 123Q (5370.370000 sec): 35 clusters
  Score: Raw -117623500.457534 + Penalty 114739.327988 = -117508761.129546
  nChanged 43
Iteration 124Q (5380.300000 sec): 35 clusters
  Score: Raw -117623511.667185 + Penalty 114739.327988 = -117508772.339197
  nChanged 42
Iteration 125Q (5390.250000 sec): 35 clusters
  Score: Raw -117623553.364583 + Penalty 114739.327988 = -117508814.036595
  nChanged 46
Iteration 126Q (5400.200000 sec): 35 clusters
  Score: Raw -117623556.931999 + Penalty 114739.327988 = -117508817.604011
  nChanged 34
Iteration 127Q (5410.060000 sec): 35 clusters
  Score: Raw -117623557.643739 + Penalty 114739.327988 = -117508818.315751
  nChanged 28
Iteration 128Q (5419.960000 sec): 35 clusters
  Score: Raw -117623558.643016 + Penalty 114739.327988 = -117508819.315027
  nChanged 26
Iteration 129Q (5429.910000 sec): 35 clusters
  Score: Raw -117623560.151686 + Penalty 114739.327988 = -117508820.823698
  nChanged 21
Iteration 130Q (5439.870000 sec): 35 clusters
  Score: Raw -117623560.842062 + Penalty 114739.327988 = -117508821.514073
  nChanged 32
Iteration 131Q (5449.820000 sec): 35 clusters
  Score: Raw -117623561.565397 + Penalty 114739.327988 = -117508822.237409
  nChanged 31
Iteration 132Q (5459.770000 sec): 35 clusters
  Score: Raw -117623562.211301 + Penalty 114739.327988 = -117508822.883313
  nChanged 35
Iteration 133Q (5469.730000 sec): 35 clusters
  Score: Raw -117623563.058173 + Penalty 114739.327988 = -117508823.730185
  nChanged 29
Iteration 134Q (5479.770000 sec): 35 clusters
  Score: Raw -117623563.764008 + Penalty 114739.327988 = -117508824.436020
  nChanged 27
Iteration 135Q (5489.770000 sec): 35 clusters
  Score: Raw -117623564.382839 + Penalty 114739.327988 = -117508825.054850
  nChanged 31
Iteration 136Q (5499.720000 sec): 35 clusters
  Score: Raw -117623565.191451 + Penalty 114739.327988 = -117508825.863463
  nChanged 36
Iteration 137Q (5509.660000 sec): 35 clusters
  Score: Raw -117623566.061318 + Penalty 114739.327988 = -117508826.733330
  nChanged 24
Iteration 138Q (5519.590000 sec): 35 clusters
  Score: Raw -117623566.608845 + Penalty 114739.327988 = -117508827.280857
  nChanged 20
Writing temp clu file 
Because OldScore, -117508826.733330, is greater than current (better) Score,-117508827.280857 
 Compute initial score before splitting:   Score: Raw -117623566.608845 + Penalty 114739.327988 = -117508827.280857
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5519.750000 sec): 2 clusters
  Score: Raw -1045983.677138 + Penalty 2200.342051 = -1043783.335087
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5519.790000 sec): 3 clusters
  Score: Raw -1042337.449800 + Penalty 4400.684102 = -1037936.765699
  nChanged 2805
		SP:Iteration 1F (5519.820000 sec): 3 clusters
  Score: Raw -1043852.828936 + Penalty 4400.684102 = -1039452.144834
  nChanged 474
		SP:Iteration 2F (5519.840000 sec): 3 clusters
  Score: Raw -1044094.424039 + Penalty 4400.684102 = -1039693.739937
  nChanged 315
		SP:Iteration 3Q (5519.870000 sec): 3 clusters
  Score: Raw -1044240.705574 + Penalty 4400.684102 = -1039840.021473
  nChanged 235
		SP:Iteration 4Q (5519.890000 sec): 3 clusters
  Score: Raw -1044351.975263 + Penalty 4400.684102 = -1039951.291161
  nChanged 215
		SP:Iteration 5Q (5519.920000 sec): 3 clusters
  Score: Raw -1044439.528939 + Penalty 4400.684102 = -1040038.844837
  nChanged 195
		SP:Iteration 6Q (5519.950000 sec): 3 clusters
  Score: Raw -1044519.248032 + Penalty 4400.684102 = -1040118.563930
  nChanged 167
		SP:Iteration 7Q (5519.970000 sec): 3 clusters
  Score: Raw -1044588.979056 + Penalty 4400.684102 = -1040188.294955
  nChanged 158
		SP:Iteration 8Q (5520.000000 sec): 3 clusters
  Score: Raw -1044658.422329 + Penalty 4400.684102 = -1040257.738228
  nChanged 154
		SP:Iteration 9Q (5520.020000 sec): 3 clusters
  Score: Raw -1044725.011727 + Penalty 4400.684102 = -1040324.327625
  nChanged 162
		SP:Iteration 10Q (5520.050000 sec): 3 clusters
  Score: Raw -1044802.816131 + Penalty 4400.684102 = -1040402.132030
  nChanged 182
		SP:Iteration 11Q (5520.070000 sec): 3 clusters
  Score: Raw -1044891.847679 + Penalty 4400.684102 = -1040491.163577
  nChanged 173
		SP:Iteration 12Q (5520.100000 sec): 3 clusters
  Score: Raw -1044976.027665 + Penalty 4400.684102 = -1040575.343563
  nChanged 163
		SP:Iteration 13Q (5520.130000 sec): 3 clusters
  Score: Raw -1045068.430341 + Penalty 4400.684102 = -1040667.746240
  nChanged 172
		SP:Iteration 14Q (5520.150000 sec): 3 clusters
  Score: Raw -1045173.061487 + Penalty 4400.684102 = -1040772.377385
  nChanged 170
		SP:Iteration 15Q (5520.170000 sec): 3 clusters
  Score: Raw -1045274.582365 + Penalty 4400.684102 = -1040873.898263
  nChanged 178
		SP:Iteration 16Q (5520.200000 sec): 3 clusters
  Score: Raw -1045398.336720 + Penalty 4400.684102 = -1040997.652619
  nChanged 178
		SP:Iteration 17Q (5520.220000 sec): 3 clusters
  Score: Raw -1045519.824044 + Penalty 4400.684102 = -1041119.139943
  nChanged 172
		SP:Iteration 18Q (5520.250000 sec): 3 clusters
  Score: Raw -1045638.384595 + Penalty 4400.684102 = -1041237.700493
  nChanged 164
		SP:Iteration 19Q (5520.270000 sec): 3 clusters
  Score: Raw -1045751.271009 + Penalty 4400.684102 = -1041350.586908
  nChanged 142
		SP:Iteration 20F (5520.300000 sec): 3 clusters
  Score: Raw -1045846.641048 + Penalty 4400.684102 = -1041445.956947
  nChanged 113
		SP:Iteration 21Q (5520.320000 sec): 3 clusters
  Score: Raw -1045923.822033 + Penalty 4400.684102 = -1041523.137932
  nChanged 110
		SP:Iteration 22Q (5520.340000 sec): 3 clusters
  Score: Raw -1046002.104151 + Penalty 4400.684102 = -1041601.420049
  nChanged 93
		SP:Iteration 23Q (5520.370000 sec): 3 clusters
  Score: Raw -1046075.275644 + Penalty 4400.684102 = -1041674.591542
  nChanged 80
		SP:Iteration 24Q (5520.390000 sec): 3 clusters
  Score: Raw -1046128.326702 + Penalty 4400.684102 = -1041727.642600
  nChanged 55
		SP:Iteration 25Q (5520.410000 sec): 3 clusters
  Score: Raw -1046171.707720 + Penalty 4400.684102 = -1041771.023618
  nChanged 46
		SP:Iteration 26Q (5520.430000 sec): 3 clusters
  Score: Raw -1046208.746014 + Penalty 4400.684102 = -1041808.061913
  nChanged 42
		SP:Iteration 27Q (5520.450000 sec): 3 clusters
  Score: Raw -1046242.427476 + Penalty 4400.684102 = -1041841.743375
  nChanged 38
		SP:Iteration 28Q (5520.470000 sec): 3 clusters
  Score: Raw -1046270.485639 + Penalty 4400.684102 = -1041869.801537
  nChanged 19
		SP:Iteration 29Q (5520.490000 sec): 3 clusters
  Score: Raw -1046284.321613 + Penalty 4400.684102 = -1041883.637512
  nChanged 12
		SP:Iteration 30Q (5520.510000 sec): 3 clusters
  Score: Raw -1046292.376540 + Penalty 4400.684102 = -1041891.692439
  nChanged 11
		SP:Iteration 31Q (5520.530000 sec): 3 clusters
  Score: Raw -1046300.008912 + Penalty 4400.684102 = -1041899.324810
  nChanged 9
		SP:Iteration 32Q (5520.550000 sec): 3 clusters
  Score: Raw -1046310.219163 + Penalty 4400.684102 = -1041909.535061
  nChanged 12
		SP:Iteration 33Q (5520.570000 sec): 3 clusters
  Score: Raw -1046319.455276 + Penalty 4400.684102 = -1041918.771175
  nChanged 13
		SP:Iteration 34Q (5520.590000 sec): 3 clusters
  Score: Raw -1046328.862623 + Penalty 4400.684102 = -1041928.178522
  nChanged 7
		SP:Iteration 35Q (5520.610000 sec): 3 clusters
  Score: Raw -1046333.012770 + Penalty 4400.684102 = -1041932.328668
  nChanged 3
		SP:Iteration 36Q (5520.630000 sec): 3 clusters
  Score: Raw -1046335.356379 + Penalty 4400.684102 = -1041934.672277
  nChanged 3
		SP:Iteration 37Q (5520.650000 sec): 3 clusters
  Score: Raw -1046338.913265 + Penalty 4400.684102 = -1041938.229163
  nChanged 3
		SP:Iteration 38Q (5520.670000 sec): 3 clusters
  Score: Raw -1046342.050433 + Penalty 4400.684102 = -1041941.366332
  nChanged 2
		SP:Iteration 39Q (5520.690000 sec): 3 clusters
  Score: Raw -1046343.283474 + Penalty 4400.684102 = -1041942.599372
  nChanged 4
		SP:Iteration 40F (5520.720000 sec): 3 clusters
  Score: Raw -1046346.484797 + Penalty 4400.684102 = -1041945.800695
  nChanged 7
		SP:Iteration 41Q (5520.740000 sec): 3 clusters
  Score: Raw -1046353.108981 + Penalty 4400.684102 = -1041952.424879
  nChanged 7
		SP:Iteration 42Q (5520.760000 sec): 3 clusters
  Score: Raw -1046357.834109 + Penalty 4400.684102 = -1041957.150007
  nChanged 3
		SP:Iteration 43Q (5520.780000 sec): 3 clusters
  Score: Raw -1046359.049471 + Penalty 4400.684102 = -1041958.365370
  nChanged 4
		SP:Iteration 44Q (5520.800000 sec): 3 clusters
  Score: Raw -1046361.340824 + Penalty 4400.684102 = -1041960.656722
  nChanged 2
		SP:Iteration 45Q (5520.820000 sec): 3 clusters
  Score: Raw -1046362.617032 + Penalty 4400.684102 = -1041961.932931
  nChanged 2
		SP:Iteration 46Q (5520.850000 sec): 3 clusters
  Score: Raw -1046363.541881 + Penalty 4400.684102 = -1041962.857779
  nChanged 1
		SP:Iteration 47Q (5520.870000 sec): 3 clusters
  Score: Raw -1046363.951103 + Penalty 4400.684102 = -1041963.267001
  nChanged 2
		SP:Iteration 48Q (5520.890000 sec): 3 clusters
  Score: Raw -1046365.460694 + Penalty 4400.684102 = -1041964.776592
  nChanged 3
		SP:Iteration 49Q (5520.910000 sec): 3 clusters
  Score: Raw -1046367.826639 + Penalty 4400.684102 = -1041967.142538
  nChanged 1
		SP:Iteration 50Q (5520.930000 sec): 3 clusters
  Score: Raw -1046368.407776 + Penalty 4400.684102 = -1041967.723674
  nChanged 1
		SP:Iteration 51Q (5520.950000 sec): 3 clusters
  Score: Raw -1046368.873345 + Penalty 4400.684102 = -1041968.189243
  nChanged 1
		SP:Iteration 52Q (5520.970000 sec): 3 clusters
  Score: Raw -1046370.059607 + Penalty 4400.684102 = -1041969.375505
  nChanged 1
		SP:Iteration 53Q (5520.990000 sec): 3 clusters
  Score: Raw -1046370.669111 + Penalty 4400.684102 = -1041969.985010
  nChanged 1
		SP:Iteration 54Q (5521.010000 sec): 3 clusters
  Score: Raw -1046371.155305 + Penalty 4400.684102 = -1041970.471203
  nChanged 1
		SP:Iteration 55Q (5521.030000 sec): 3 clusters
  Score: Raw -1046372.511459 + Penalty 4400.684102 = -1041971.827358
  nChanged 3
		SP:Iteration 56Q (5521.050000 sec): 3 clusters
  Score: Raw -1046374.349523 + Penalty 4400.684102 = -1041973.665422
  nChanged 1
		SP:Iteration 57Q (5521.070000 sec): 3 clusters
  Score: Raw -1046375.736976 + Penalty 4400.684102 = -1041975.052875
  nChanged 1
		SP:Iteration 58Q (5521.090000 sec): 3 clusters
  Score: Raw -1046376.311223 + Penalty 4400.684102 = -1041975.627121
  nChanged 0
		SP:Iteration 59F (5521.110000 sec): 3 clusters
  Score: Raw -1046376.311223 + Penalty 4400.684102 = -1041975.627121
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5521.140000 sec): 2 clusters
  Score: Raw -1056398.542345 + Penalty 2206.523484 = -1054192.018860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5521.170000 sec): 3 clusters
  Score: Raw -1052585.349126 + Penalty 4413.046968 = -1048172.302158
  nChanged 2933
		SP:Iteration 1F (5521.190000 sec): 3 clusters
  Score: Raw -1054216.327450 + Penalty 4413.046968 = -1049803.280482
  nChanged 512
		SP:Iteration 2F (5521.220000 sec): 3 clusters
  Score: Raw -1054502.682011 + Penalty 4413.046968 = -1050089.635043
  nChanged 407
		SP:Iteration 3F (5521.250000 sec): 3 clusters
  Score: Raw -1054737.720025 + Penalty 4413.046968 = -1050324.673057
  nChanged 382
		SP:Iteration 4F (5521.270000 sec): 3 clusters
  Score: Raw -1054970.500324 + Penalty 4413.046968 = -1050557.453356
  nChanged 309
		SP:Iteration 5Q (5521.300000 sec): 3 clusters
  Score: Raw -1055172.804455 + Penalty 4413.046968 = -1050759.757487
  nChanged 307
		SP:Iteration 6Q (5521.330000 sec): 3 clusters
  Score: Raw -1055356.183172 + Penalty 4413.046968 = -1050943.136204
  nChanged 266
		SP:Iteration 7Q (5521.350000 sec): 3 clusters
  Score: Raw -1055514.212067 + Penalty 4413.046968 = -1051101.165099
  nChanged 231
		SP:Iteration 8Q (5521.380000 sec): 3 clusters
  Score: Raw -1055644.536061 + Penalty 4413.046968 = -1051231.489093
  nChanged 220
		SP:Iteration 9Q (5521.410000 sec): 3 clusters
  Score: Raw -1055776.672912 + Penalty 4413.046968 = -1051363.625944
  nChanged 232
		SP:Iteration 10Q (5521.430000 sec): 3 clusters
  Score: Raw -1055929.441043 + Penalty 4413.046968 = -1051516.394075
  nChanged 216
		SP:Iteration 11Q (5521.460000 sec): 3 clusters
  Score: Raw -1056067.380053 + Penalty 4413.046968 = -1051654.333085
  nChanged 212
		SP:Iteration 12Q (5521.490000 sec): 3 clusters
  Score: Raw -1056202.060389 + Penalty 4413.046968 = -1051789.013421
  nChanged 169
		SP:Iteration 13Q (5521.510000 sec): 3 clusters
  Score: Raw -1056305.421068 + Penalty 4413.046968 = -1051892.374099
  nChanged 149
		SP:Iteration 14Q (5521.540000 sec): 3 clusters
  Score: Raw -1056395.841619 + Penalty 4413.046968 = -1051982.794651
  nChanged 123
		SP:Iteration 15Q (5521.560000 sec): 3 clusters
  Score: Raw -1056474.661512 + Penalty 4413.046968 = -1052061.614543
  nChanged 113
		SP:Iteration 16Q (5521.590000 sec): 3 clusters
  Score: Raw -1056532.029515 + Penalty 4413.046968 = -1052118.982547
  nChanged 86
		SP:Iteration 17Q (5521.610000 sec): 3 clusters
  Score: Raw -1056576.723115 + Penalty 4413.046968 = -1052163.676147
  nChanged 86
		SP:Iteration 18Q (5521.640000 sec): 3 clusters
  Score: Raw -1056632.324072 + Penalty 4413.046968 = -1052219.277104
  nChanged 57
		SP:Iteration 19Q (5521.660000 sec): 3 clusters
  Score: Raw -1056662.354407 + Penalty 4413.046968 = -1052249.307439
  nChanged 42
		SP:Iteration 20F (5521.690000 sec): 3 clusters
  Score: Raw -1056680.553671 + Penalty 4413.046968 = -1052267.506702
  nChanged 34
		SP:Iteration 21Q (5521.710000 sec): 3 clusters
  Score: Raw -1056695.150702 + Penalty 4413.046968 = -1052282.103734
  nChanged 27
		SP:Iteration 22Q (5521.730000 sec): 3 clusters
  Score: Raw -1056704.257044 + Penalty 4413.046968 = -1052291.210076
  nChanged 24
		SP:Iteration 23Q (5521.760000 sec): 3 clusters
  Score: Raw -1056712.772819 + Penalty 4413.046968 = -1052299.725851
  nChanged 27
		SP:Iteration 24Q (5521.780000 sec): 3 clusters
  Score: Raw -1056719.729151 + Penalty 4413.046968 = -1052306.682183
  nChanged 13
		SP:Iteration 25Q (5521.810000 sec): 3 clusters
  Score: Raw -1056722.787338 + Penalty 4413.046968 = -1052309.740370
  nChanged 17
		SP:Iteration 26Q (5521.830000 sec): 3 clusters
  Score: Raw -1056726.591472 + Penalty 4413.046968 = -1052313.544503
  nChanged 11
		SP:Iteration 27Q (5521.860000 sec): 3 clusters
  Score: Raw -1056728.714195 + Penalty 4413.046968 = -1052315.667227
  nChanged 7
		SP:Iteration 28Q (5521.880000 sec): 3 clusters
  Score: Raw -1056730.198762 + Penalty 4413.046968 = -1052317.151794
  nChanged 6
		SP:Iteration 29Q (5521.900000 sec): 3 clusters
  Score: Raw -1056732.112267 + Penalty 4413.046968 = -1052319.065299
  nChanged 7
		SP:Iteration 30Q (5521.930000 sec): 3 clusters
  Score: Raw -1056733.743848 + Penalty 4413.046968 = -1052320.696879
  nChanged 5
		SP:Iteration 31Q (5521.950000 sec): 3 clusters
  Score: Raw -1056735.104325 + Penalty 4413.046968 = -1052322.057357
  nChanged 6
		SP:Iteration 32Q (5521.970000 sec): 3 clusters
  Score: Raw -1056736.374714 + Penalty 4413.046968 = -1052323.327746
  nChanged 5
		SP:Iteration 33Q (5522.000000 sec): 3 clusters
  Score: Raw -1056737.816299 + Penalty 4413.046968 = -1052324.769330
  nChanged 3
		SP:Iteration 34Q (5522.020000 sec): 3 clusters
  Score: Raw -1056738.600985 + Penalty 4413.046968 = -1052325.554017
  nChanged 6
		SP:Iteration 35Q (5522.050000 sec): 3 clusters
  Score: Raw -1056739.555627 + Penalty 4413.046968 = -1052326.508659
  nChanged 1
		SP:Iteration 36Q (5522.070000 sec): 3 clusters
  Score: Raw -1056739.722327 + Penalty 4413.046968 = -1052326.675359
  nChanged 1
		SP:Iteration 37Q (5522.090000 sec): 3 clusters
  Score: Raw -1056740.041018 + Penalty 4413.046968 = -1052326.994050
  nChanged 1
		SP:Iteration 38Q (5522.120000 sec): 3 clusters
  Score: Raw -1056740.168108 + Penalty 4413.046968 = -1052327.121140
  nChanged 1
		SP:Iteration 39Q (5522.140000 sec): 3 clusters
  Score: Raw -1056740.544535 + Penalty 4413.046968 = -1052327.497567
  nChanged 1
		SP:Iteration 40F (5522.170000 sec): 3 clusters
  Score: Raw -1056740.731983 + Penalty 4413.046968 = -1052327.685015
  nChanged 2
		SP:Iteration 41Q (5522.190000 sec): 3 clusters
  Score: Raw -1056741.021712 + Penalty 4413.046968 = -1052327.974744
  nChanged 0
		SP:Iteration 42F (5522.220000 sec): 3 clusters
  Score: Raw -1056741.021712 + Penalty 4413.046968 = -1052327.974744
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5522.310000 sec): 2 clusters
  Score: Raw -4004703.146646 + Penalty 2531.462575 = -4002171.684070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5522.410000 sec): 3 clusters
  Score: Raw -3988489.606163 + Penalty 5062.925151 = -3983426.681012
  nChanged 12197
		SP:Iteration 1F (5522.510000 sec): 3 clusters
  Score: Raw -3994928.496415 + Penalty 5062.925151 = -3989865.571264
  nChanged 1280
		SP:Iteration 2Q (5522.610000 sec): 3 clusters
  Score: Raw -3995328.056458 + Penalty 5062.925151 = -3990265.131307
  nChanged 1111
		SP:Iteration 3Q (5522.710000 sec): 3 clusters
  Score: Raw -3995653.470079 + Penalty 5062.925151 = -3990590.544929
  nChanged 968
		SP:Iteration 4Q (5522.810000 sec): 3 clusters
  Score: Raw -3995942.567300 + Penalty 5062.925151 = -3990879.642149
  nChanged 963
		SP:Iteration 5Q (5522.920000 sec): 3 clusters
  Score: Raw -3996245.846728 + Penalty 5062.925151 = -3991182.921578
  nChanged 972
		SP:Iteration 6Q (5523.020000 sec): 3 clusters
  Score: Raw -3996610.678120 + Penalty 5062.925151 = -3991547.752969
  nChanged 1160
		SP:Iteration 7Q (5523.120000 sec): 3 clusters
  Score: Raw -3997144.982272 + Penalty 5062.925151 = -3992082.057121
  nChanged 1352
		SP:Iteration 8Q (5523.220000 sec): 3 clusters
  Score: Raw -3997850.739264 + Penalty 5062.925151 = -3992787.814113
  nChanged 1524
		SP:Iteration 9F (5523.320000 sec): 3 clusters
  Score: Raw -3998782.572053 + Penalty 5062.925151 = -3993719.646902
  nChanged 1600
		SP:Iteration 10F (5523.420000 sec): 3 clusters
  Score: Raw -3999909.338915 + Penalty 5062.925151 = -3994846.413764
  nChanged 1633
		SP:Iteration 11F (5523.520000 sec): 3 clusters
  Score: Raw -4001155.178397 + Penalty 5062.925151 = -3996092.253246
  nChanged 1369
		SP:Iteration 12F (5523.620000 sec): 3 clusters
  Score: Raw -4002272.026308 + Penalty 5062.925151 = -3997209.101158
  nChanged 1053
		SP:Iteration 13Q (5523.720000 sec): 3 clusters
  Score: Raw -4003117.718666 + Penalty 5062.925151 = -3998054.793515
  nChanged 754
		SP:Iteration 14Q (5523.810000 sec): 3 clusters
  Score: Raw -4003680.425365 + Penalty 5062.925151 = -3998617.500215
  nChanged 536
		SP:Iteration 15Q (5523.900000 sec): 3 clusters
  Score: Raw -4004022.552368 + Penalty 5062.925151 = -3998959.627217
  nChanged 367
		SP:Iteration 16Q (5523.990000 sec): 3 clusters
  Score: Raw -4004223.197454 + Penalty 5062.925151 = -3999160.272303
  nChanged 296
		SP:Iteration 17Q (5524.070000 sec): 3 clusters
  Score: Raw -4004380.169816 + Penalty 5062.925151 = -3999317.244665
  nChanged 254
		SP:Iteration 18Q (5524.150000 sec): 3 clusters
  Score: Raw -4004506.802948 + Penalty 5062.925151 = -3999443.877797
  nChanged 212
		SP:Iteration 19Q (5524.230000 sec): 3 clusters
  Score: Raw -4004606.955531 + Penalty 5062.925151 = -3999544.030380
  nChanged 182
		SP:Iteration 20F (5524.330000 sec): 3 clusters
  Score: Raw -4004689.189101 + Penalty 5062.925151 = -3999626.263950
  nChanged 150
		SP:Iteration 21Q (5524.410000 sec): 3 clusters
  Score: Raw -4004755.854028 + Penalty 5062.925151 = -3999692.928877
  nChanged 137
		SP:Iteration 22Q (5524.480000 sec): 3 clusters
  Score: Raw -4004813.217979 + Penalty 5062.925151 = -3999750.292828
  nChanged 117
		SP:Iteration 23Q (5524.560000 sec): 3 clusters
  Score: Raw -4004857.114243 + Penalty 5062.925151 = -3999794.189092
  nChanged 88
		SP:Iteration 24Q (5524.630000 sec): 3 clusters
  Score: Raw -4004887.310603 + Penalty 5062.925151 = -3999824.385452
  nChanged 61
		SP:Iteration 25Q (5524.710000 sec): 3 clusters
  Score: Raw -4004904.899653 + Penalty 5062.925151 = -3999841.974503
  nChanged 52
		SP:Iteration 26Q (5524.790000 sec): 3 clusters
  Score: Raw -4004920.876550 + Penalty 5062.925151 = -3999857.951399
  nChanged 45
		SP:Iteration 27Q (5524.860000 sec): 3 clusters
  Score: Raw -4004932.454268 + Penalty 5062.925151 = -3999869.529117
  nChanged 43
		SP:Iteration 28Q (5524.940000 sec): 3 clusters
  Score: Raw -4004945.134480 + Penalty 5062.925151 = -3999882.209329
  nChanged 33
		SP:Iteration 29Q (5525.010000 sec): 3 clusters
  Score: Raw -4004952.820424 + Penalty 5062.925151 = -3999889.895274
  nChanged 25
		SP:Iteration 30Q (5525.090000 sec): 3 clusters
  Score: Raw -4004960.705528 + Penalty 5062.925151 = -3999897.780377
  nChanged 24
		SP:Iteration 31Q (5525.160000 sec): 3 clusters
  Score: Raw -4004968.566365 + Penalty 5062.925151 = -3999905.641214
  nChanged 22
		SP:Iteration 32Q (5525.230000 sec): 3 clusters
  Score: Raw -4004976.574944 + Penalty 5062.925151 = -3999913.649794
  nChanged 18
		SP:Iteration 33Q (5525.310000 sec): 3 clusters
  Score: Raw -4004980.986506 + Penalty 5062.925151 = -3999918.061355
  nChanged 17
		SP:Iteration 34Q (5525.380000 sec): 3 clusters
  Score: Raw -4004985.801998 + Penalty 5062.925151 = -3999922.876847
  nChanged 21
		SP:Iteration 35Q (5525.450000 sec): 3 clusters
  Score: Raw -4004992.973275 + Penalty 5062.925151 = -3999930.048125
  nChanged 24
		SP:Iteration 36Q (5525.540000 sec): 3 clusters
  Score: Raw -4005000.630822 + Penalty 5062.925151 = -3999937.705672
  nChanged 20
		SP:Iteration 37Q (5525.610000 sec): 3 clusters
  Score: Raw -4005005.894691 + Penalty 5062.925151 = -3999942.969540
  nChanged 15
		SP:Iteration 38Q (5525.680000 sec): 3 clusters
  Score: Raw -4005010.213432 + Penalty 5062.925151 = -3999947.288281
  nChanged 21
		SP:Iteration 39Q (5525.760000 sec): 3 clusters
  Score: Raw -4005016.370939 + Penalty 5062.925151 = -3999953.445788
  nChanged 17
		SP:Iteration 40F (5525.860000 sec): 3 clusters
  Score: Raw -4005021.380640 + Penalty 5062.925151 = -3999958.455489
  nChanged 22
		SP:Iteration 41Q (5525.930000 sec): 3 clusters
  Score: Raw -4005029.371406 + Penalty 5062.925151 = -3999966.446255
  nChanged 28
		SP:Iteration 42Q (5526.010000 sec): 3 clusters
  Score: Raw -4005037.664093 + Penalty 5062.925151 = -3999974.738942
  nChanged 18
		SP:Iteration 43Q (5526.080000 sec): 3 clusters
  Score: Raw -4005041.875077 + Penalty 5062.925151 = -3999978.949926
  nChanged 13
		SP:Iteration 44Q (5526.150000 sec): 3 clusters
  Score: Raw -4005044.908125 + Penalty 5062.925151 = -3999981.982974
  nChanged 10
		SP:Iteration 45Q (5526.220000 sec): 3 clusters
  Score: Raw -4005048.063866 + Penalty 5062.925151 = -3999985.138716
  nChanged 9
		SP:Iteration 46Q (5526.300000 sec): 3 clusters
  Score: Raw -4005050.417558 + Penalty 5062.925151 = -3999987.492407
  nChanged 8
		SP:Iteration 47Q (5526.370000 sec): 3 clusters
  Score: Raw -4005052.129975 + Penalty 5062.925151 = -3999989.204824
  nChanged 8
		SP:Iteration 48Q (5526.440000 sec): 3 clusters
  Score: Raw -4005054.625824 + Penalty 5062.925151 = -3999991.700673
  nChanged 9
		SP:Iteration 49Q (5526.510000 sec): 3 clusters
  Score: Raw -4005056.311360 + Penalty 5062.925151 = -3999993.386210
  nChanged 9
		SP:Iteration 50Q (5526.580000 sec): 3 clusters
  Score: Raw -4005058.442813 + Penalty 5062.925151 = -3999995.517663
  nChanged 13
		SP:Iteration 51Q (5526.660000 sec): 3 clusters
  Score: Raw -4005062.504509 + Penalty 5062.925151 = -3999999.579358
  nChanged 10
		SP:Iteration 52Q (5526.730000 sec): 3 clusters
  Score: Raw -4005064.620533 + Penalty 5062.925151 = -4000001.695382
  nChanged 7
		SP:Iteration 53Q (5526.800000 sec): 3 clusters
  Score: Raw -4005066.272363 + Penalty 5062.925151 = -4000003.347212
  nChanged 5
		SP:Iteration 54Q (5526.880000 sec): 3 clusters
  Score: Raw -4005067.035353 + Penalty 5062.925151 = -4000004.110202
  nChanged 5
		SP:Iteration 55Q (5526.950000 sec): 3 clusters
  Score: Raw -4005067.827433 + Penalty 5062.925151 = -4000004.902282
  nChanged 3
		SP:Iteration 56Q (5527.020000 sec): 3 clusters
  Score: Raw -4005068.181817 + Penalty 5062.925151 = -4000005.256667
  nChanged 1
		SP:Iteration 57Q (5527.100000 sec): 3 clusters
  Score: Raw -4005068.530665 + Penalty 5062.925151 = -4000005.605514
  nChanged 1
		SP:Iteration 58Q (5527.170000 sec): 3 clusters
  Score: Raw -4005068.986040 + Penalty 5062.925151 = -4000006.060889
  nChanged 2
		SP:Iteration 59Q (5527.240000 sec): 3 clusters
  Score: Raw -4005069.674139 + Penalty 5062.925151 = -4000006.748988
  nChanged 1
		SP:Iteration 60F (5527.340000 sec): 3 clusters
  Score: Raw -4005069.943725 + Penalty 5062.925151 = -4000007.018574
  nChanged 1
		SP:Iteration 61Q (5527.410000 sec): 3 clusters
  Score: Raw -4005070.230402 + Penalty 5062.925151 = -4000007.305251
  nChanged 1
		SP:Iteration 62Q (5527.490000 sec): 3 clusters
  Score: Raw -4005070.388292 + Penalty 5062.925151 = -4000007.463141
  nChanged 1
		SP:Iteration 63Q (5527.560000 sec): 3 clusters
  Score: Raw -4005070.552470 + Penalty 5062.925151 = -4000007.627320
  nChanged 0
		SP:Iteration 64F (5527.660000 sec): 3 clusters
  Score: Raw -4005070.552470 + Penalty 5062.925151 = -4000007.627320
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (23972 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5527.730000 sec): 2 clusters
  Score: Raw -3323176.781255 + Penalty 2500.991157 = -3320675.790098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5527.820000 sec): 3 clusters
  Score: Raw -3309040.571811 + Penalty 5001.982314 = -3304038.589497
  nChanged 10679
		SP:Iteration 1F (5527.910000 sec): 3 clusters
  Score: Raw -3315078.332374 + Penalty 5001.982314 = -3310076.350061
  nChanged 1352
		SP:Iteration 2F (5528.000000 sec): 3 clusters
  Score: Raw -3315654.933013 + Penalty 5001.982314 = -3310652.950699
  nChanged 1232
		SP:Iteration 3F (5528.090000 sec): 3 clusters
  Score: Raw -3316170.386489 + Penalty 5001.982314 = -3311168.404176
  nChanged 1133
		SP:Iteration 4Q (5528.180000 sec): 3 clusters
  Score: Raw -3316673.918265 + Penalty 5001.982314 = -3311671.935951
  nChanged 1106
		SP:Iteration 5Q (5528.280000 sec): 3 clusters
  Score: Raw -3317230.944295 + Penalty 5001.982314 = -3312228.961982
  nChanged 1185
		SP:Iteration 6Q (5528.370000 sec): 3 clusters
  Score: Raw -3317931.817016 + Penalty 5001.982314 = -3312929.834703
  nChanged 1275
		SP:Iteration 7F (5528.450000 sec): 3 clusters
  Score: Raw -3318764.409107 + Penalty 5001.982314 = -3313762.426793
  nChanged 1264
		SP:Iteration 8F (5528.540000 sec): 3 clusters
  Score: Raw -3319655.265372 + Penalty 5001.982314 = -3314653.283059
  nChanged 1142
		SP:Iteration 9Q (5528.630000 sec): 3 clusters
  Score: Raw -3320470.144134 + Penalty 5001.982314 = -3315468.161820
  nChanged 1010
		SP:Iteration 10Q (5528.720000 sec): 3 clusters
  Score: Raw -3321206.081298 + Penalty 5001.982314 = -3316204.098984
  nChanged 849
		SP:Iteration 11Q (5528.800000 sec): 3 clusters
  Score: Raw -3321791.728760 + Penalty 5001.982314 = -3316789.746446
  nChanged 664
		SP:Iteration 12Q (5528.880000 sec): 3 clusters
  Score: Raw -3322223.878685 + Penalty 5001.982314 = -3317221.896371
  nChanged 542
		SP:Iteration 13Q (5528.960000 sec): 3 clusters
  Score: Raw -3322582.400807 + Penalty 5001.982314 = -3317580.418493
  nChanged 427
		SP:Iteration 14Q (5529.040000 sec): 3 clusters
  Score: Raw -3322863.439685 + Penalty 5001.982314 = -3317861.457371
  nChanged 352
		SP:Iteration 15Q (5529.110000 sec): 3 clusters
  Score: Raw -3323071.285841 + Penalty 5001.982314 = -3318069.303527
  nChanged 262
		SP:Iteration 16Q (5529.180000 sec): 3 clusters
  Score: Raw -3323211.659987 + Penalty 5001.982314 = -3318209.677673
  nChanged 213
		SP:Iteration 17Q (5529.250000 sec): 3 clusters
  Score: Raw -3323321.299229 + Penalty 5001.982314 = -3318319.316916
  nChanged 161
		SP:Iteration 18Q (5529.320000 sec): 3 clusters
  Score: Raw -3323385.115860 + Penalty 5001.982314 = -3318383.133547
  nChanged 113
		SP:Iteration 19Q (5529.390000 sec): 3 clusters
  Score: Raw -3323427.720873 + Penalty 5001.982314 = -3318425.738560
  nChanged 98
		SP:Iteration 20F (5529.480000 sec): 3 clusters
  Score: Raw -3323461.598256 + Penalty 5001.982314 = -3318459.615942
  nChanged 75
		SP:Iteration 21Q (5529.550000 sec): 3 clusters
  Score: Raw -3323483.559631 + Penalty 5001.982314 = -3318481.577317
  nChanged 61
		SP:Iteration 22Q (5529.610000 sec): 3 clusters
  Score: Raw -3323502.035718 + Penalty 5001.982314 = -3318500.053404
  nChanged 62
		SP:Iteration 23Q (5529.680000 sec): 3 clusters
  Score: Raw -3323521.827243 + Penalty 5001.982314 = -3318519.844929
  nChanged 56
		SP:Iteration 24Q (5529.750000 sec): 3 clusters
  Score: Raw -3323537.084949 + Penalty 5001.982314 = -3318535.102635
  nChanged 42
		SP:Iteration 25Q (5529.810000 sec): 3 clusters
  Score: Raw -3323548.675140 + Penalty 5001.982314 = -3318546.692827
  nChanged 37
		SP:Iteration 26Q (5529.880000 sec): 3 clusters
  Score: Raw -3323558.566401 + Penalty 5001.982314 = -3318556.584087
  nChanged 35
		SP:Iteration 27Q (5529.950000 sec): 3 clusters
  Score: Raw -3323566.986851 + Penalty 5001.982314 = -3318565.004537
  nChanged 26
		SP:Iteration 28Q (5530.010000 sec): 3 clusters
  Score: Raw -3323574.647671 + Penalty 5001.982314 = -3318572.665357
  nChanged 35
		SP:Iteration 29Q (5530.080000 sec): 3 clusters
  Score: Raw -3323587.344292 + Penalty 5001.982314 = -3318585.361978
  nChanged 31
		SP:Iteration 30Q (5530.150000 sec): 3 clusters
  Score: Raw -3323594.529947 + Penalty 5001.982314 = -3318592.547634
  nChanged 23
		SP:Iteration 31Q (5530.210000 sec): 3 clusters
  Score: Raw -3323600.577153 + Penalty 5001.982314 = -3318598.594839
  nChanged 22
		SP:Iteration 32Q (5530.280000 sec): 3 clusters
  Score: Raw -3323605.445074 + Penalty 5001.982314 = -3318603.462760
  nChanged 18
		SP:Iteration 33Q (5530.350000 sec): 3 clusters
  Score: Raw -3323609.973121 + Penalty 5001.982314 = -3318607.990807
  nChanged 19
		SP:Iteration 34Q (5530.410000 sec): 3 clusters
  Score: Raw -3323614.675616 + Penalty 5001.982314 = -3318612.693302
  nChanged 25
		SP:Iteration 35Q (5530.480000 sec): 3 clusters
  Score: Raw -3323622.819141 + Penalty 5001.982314 = -3318620.836828
  nChanged 26
		SP:Iteration 36Q (5530.550000 sec): 3 clusters
  Score: Raw -3323631.000893 + Penalty 5001.982314 = -3318629.018579
  nChanged 29
		SP:Iteration 37Q (5530.610000 sec): 3 clusters
  Score: Raw -3323638.781352 + Penalty 5001.982314 = -3318636.799038
  nChanged 21
		SP:Iteration 38Q (5530.680000 sec): 3 clusters
  Score: Raw -3323644.188561 + Penalty 5001.982314 = -3318642.206247
  nChanged 20
		SP:Iteration 39Q (5530.750000 sec): 3 clusters
  Score: Raw -3323648.598432 + Penalty 5001.982314 = -3318646.616118
  nChanged 17
		SP:Iteration 40F (5530.840000 sec): 3 clusters
  Score: Raw -3323652.915101 + Penalty 5001.982314 = -3318650.932787
  nChanged 25
		SP:Iteration 41Q (5530.900000 sec): 3 clusters
  Score: Raw -3323660.918176 + Penalty 5001.982314 = -3318658.935862
  nChanged 23
		SP:Iteration 42Q (5530.970000 sec): 3 clusters
  Score: Raw -3323667.811631 + Penalty 5001.982314 = -3318665.829317
  nChanged 22
		SP:Iteration 43Q (5531.030000 sec): 3 clusters
  Score: Raw -3323673.063668 + Penalty 5001.982314 = -3318671.081354
  nChanged 20
		SP:Iteration 44Q (5531.100000 sec): 3 clusters
  Score: Raw -3323678.217728 + Penalty 5001.982314 = -3318676.235415
  nChanged 16
		SP:Iteration 45Q (5531.170000 sec): 3 clusters
  Score: Raw -3323682.244941 + Penalty 5001.982314 = -3318680.262627
  nChanged 17
		SP:Iteration 46Q (5531.230000 sec): 3 clusters
  Score: Raw -3323686.440561 + Penalty 5001.982314 = -3318684.458247
  nChanged 10
		SP:Iteration 47Q (5531.300000 sec): 3 clusters
  Score: Raw -3323689.004393 + Penalty 5001.982314 = -3318687.022079
  nChanged 16
		SP:Iteration 48Q (5531.370000 sec): 3 clusters
  Score: Raw -3323693.414434 + Penalty 5001.982314 = -3318691.432120
  nChanged 11
		SP:Iteration 49Q (5531.430000 sec): 3 clusters
  Score: Raw -3323696.353585 + Penalty 5001.982314 = -3318694.371271
  nChanged 11
		SP:Iteration 50Q (5531.500000 sec): 3 clusters
  Score: Raw -3323701.010644 + Penalty 5001.982314 = -3318699.028331
  nChanged 18
		SP:Iteration 51Q (5531.560000 sec): 3 clusters
  Score: Raw -3323705.241305 + Penalty 5001.982314 = -3318703.258991
  nChanged 14
		SP:Iteration 52Q (5531.630000 sec): 3 clusters
  Score: Raw -3323709.615086 + Penalty 5001.982314 = -3318707.632773
  nChanged 12
		SP:Iteration 53Q (5531.690000 sec): 3 clusters
  Score: Raw -3323712.724053 + Penalty 5001.982314 = -3318710.741739
  nChanged 14
		SP:Iteration 54Q (5531.760000 sec): 3 clusters
  Score: Raw -3323717.029886 + Penalty 5001.982314 = -3318715.047573
  nChanged 22
		SP:Iteration 55Q (5531.830000 sec): 3 clusters
  Score: Raw -3323722.826204 + Penalty 5001.982314 = -3318720.843891
  nChanged 16
		SP:Iteration 56Q (5531.890000 sec): 3 clusters
  Score: Raw -3323727.769139 + Penalty 5001.982314 = -3318725.786825
  nChanged 13
		SP:Iteration 57Q (5531.950000 sec): 3 clusters
  Score: Raw -3323731.750721 + Penalty 5001.982314 = -3318729.768407
  nChanged 15
		SP:Iteration 58Q (5532.020000 sec): 3 clusters
  Score: Raw -3323735.825832 + Penalty 5001.982314 = -3318733.843518
  nChanged 18
		SP:Iteration 59Q (5532.090000 sec): 3 clusters
  Score: Raw -3323740.736148 + Penalty 5001.982314 = -3318738.753834
  nChanged 18
		SP:Iteration 60F (5532.170000 sec): 3 clusters
  Score: Raw -3323746.561394 + Penalty 5001.982314 = -3318744.579080
  nChanged 15
		SP:Iteration 61Q (5532.230000 sec): 3 clusters
  Score: Raw -3323750.974505 + Penalty 5001.982314 = -3318748.992191
  nChanged 8
		SP:Iteration 62Q (5532.300000 sec): 3 clusters
  Score: Raw -3323752.888300 + Penalty 5001.982314 = -3318750.905987
  nChanged 3
		SP:Iteration 63Q (5532.370000 sec): 3 clusters
  Score: Raw -3323753.531206 + Penalty 5001.982314 = -3318751.548893
  nChanged 3
		SP:Iteration 64Q (5532.430000 sec): 3 clusters
  Score: Raw -3323754.216512 + Penalty 5001.982314 = -3318752.234198
  nChanged 2
		SP:Iteration 65Q (5532.500000 sec): 3 clusters
  Score: Raw -3323755.052788 + Penalty 5001.982314 = -3318753.070474
  nChanged 3
		SP:Iteration 66Q (5532.560000 sec): 3 clusters
  Score: Raw -3323755.610148 + Penalty 5001.982314 = -3318753.627834
  nChanged 2
		SP:Iteration 67Q (5532.630000 sec): 3 clusters
  Score: Raw -3323755.932685 + Penalty 5001.982314 = -3318753.950371
  nChanged 2
		SP:Iteration 68Q (5532.690000 sec): 3 clusters
  Score: Raw -3323756.284257 + Penalty 5001.982314 = -3318754.301944
  nChanged 1
		SP:Iteration 69Q (5532.760000 sec): 3 clusters
  Score: Raw -3323756.421433 + Penalty 5001.982314 = -3318754.439119
  nChanged 0
		SP:Iteration 70F (5532.850000 sec): 3 clusters
  Score: Raw -3323756.421433 + Penalty 5001.982314 = -3318754.439119
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5532.870000 sec): 2 clusters
  Score: Raw -495297.937820 + Penalty 2019.664378 = -493278.273441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5532.880000 sec): 3 clusters
  Score: Raw -493775.329505 + Penalty 4039.328756 = -489736.000749
  nChanged 1240
		SP:Iteration 1F (5532.890000 sec): 3 clusters
  Score: Raw -494532.492518 + Penalty 4039.328756 = -490493.163762
  nChanged 257
		SP:Iteration 2F (5532.900000 sec): 3 clusters
  Score: Raw -494700.611072 + Penalty 4039.328756 = -490661.282315
  nChanged 167
		SP:Iteration 3Q (5532.910000 sec): 3 clusters
  Score: Raw -494821.997480 + Penalty 4039.328756 = -490782.668724
  nChanged 149
		SP:Iteration 4Q (5532.930000 sec): 3 clusters
  Score: Raw -494936.057761 + Penalty 4039.328756 = -490896.729004
  nChanged 140
		SP:Iteration 5Q (5532.940000 sec): 3 clusters
  Score: Raw -495058.608911 + Penalty 4039.328756 = -491019.280155
  nChanged 153
		SP:Iteration 6Q (5532.950000 sec): 3 clusters
  Score: Raw -495185.876984 + Penalty 4039.328756 = -491146.548227
  nChanged 131
		SP:Iteration 7Q (5532.960000 sec): 3 clusters
  Score: Raw -495291.173546 + Penalty 4039.328756 = -491251.844790
  nChanged 123
		SP:Iteration 8Q (5532.970000 sec): 3 clusters
  Score: Raw -495402.305430 + Penalty 4039.328756 = -491362.976674
  nChanged 113
		SP:Iteration 9Q (5532.990000 sec): 3 clusters
  Score: Raw -495502.151395 + Penalty 4039.328756 = -491462.822639
  nChanged 103
		SP:Iteration 10Q (5533.000000 sec): 3 clusters
  Score: Raw -495591.018531 + Penalty 4039.328756 = -491551.689774
  nChanged 111
		SP:Iteration 11Q (5533.010000 sec): 3 clusters
  Score: Raw -495687.519394 + Penalty 4039.328756 = -491648.190638
  nChanged 84
		SP:Iteration 12Q (5533.030000 sec): 3 clusters
  Score: Raw -495761.225488 + Penalty 4039.328756 = -491721.896732
  nChanged 87
		SP:Iteration 13Q (5533.040000 sec): 3 clusters
  Score: Raw -495842.182626 + Penalty 4039.328756 = -491802.853870
  nChanged 77
		SP:Iteration 14Q (5533.050000 sec): 3 clusters
  Score: Raw -495929.213171 + Penalty 4039.328756 = -491889.884414
  nChanged 88
		SP:Iteration 15Q (5533.060000 sec): 3 clusters
  Score: Raw -496034.219724 + Penalty 4039.328756 = -491994.890967
  nChanged 84
		SP:Iteration 16Q (5533.070000 sec): 3 clusters
  Score: Raw -496128.328558 + Penalty 4039.328756 = -492088.999801
  nChanged 78
		SP:Iteration 17Q (5533.090000 sec): 3 clusters
  Score: Raw -496224.760885 + Penalty 4039.328756 = -492185.432129
  nChanged 92
		SP:Iteration 18Q (5533.100000 sec): 3 clusters
  Score: Raw -496350.790426 + Penalty 4039.328756 = -492311.461670
  nChanged 89
		SP:Iteration 19Q (5533.110000 sec): 3 clusters
  Score: Raw -496469.965906 + Penalty 4039.328756 = -492430.637149
  nChanged 82
		SP:Iteration 20F (5533.120000 sec): 3 clusters
  Score: Raw -496574.370543 + Penalty 4039.328756 = -492535.041787
  nChanged 84
		SP:Iteration 21Q (5533.130000 sec): 3 clusters
  Score: Raw -496672.282227 + Penalty 4039.328756 = -492632.953470
  nChanged 76
		SP:Iteration 22Q (5533.140000 sec): 3 clusters
  Score: Raw -496753.439940 + Penalty 4039.328756 = -492714.111184
  nChanged 63
		SP:Iteration 23Q (5533.150000 sec): 3 clusters
  Score: Raw -496795.925438 + Penalty 4039.328756 = -492756.596682
  nChanged 45
		SP:Iteration 24Q (5533.160000 sec): 3 clusters
  Score: Raw -496825.066625 + Penalty 4039.328756 = -492785.737869
  nChanged 40
		SP:Iteration 25Q (5533.170000 sec): 3 clusters
  Score: Raw -496854.881363 + Penalty 4039.328756 = -492815.552606
  nChanged 40
		SP:Iteration 26Q (5533.180000 sec): 3 clusters
  Score: Raw -496884.168200 + Penalty 4039.328756 = -492844.839444
  nChanged 41
		SP:Iteration 27Q (5533.190000 sec): 3 clusters
  Score: Raw -496910.512343 + Penalty 4039.328756 = -492871.183586
  nChanged 33
		SP:Iteration 28Q (5533.200000 sec): 3 clusters
  Score: Raw -496933.574146 + Penalty 4039.328756 = -492894.245390
  nChanged 36
		SP:Iteration 29Q (5533.210000 sec): 3 clusters
  Score: Raw -496956.744108 + Penalty 4039.328756 = -492917.415352
  nChanged 29
		SP:Iteration 30Q (5533.230000 sec): 3 clusters
  Score: Raw -496974.537998 + Penalty 4039.328756 = -492935.209241
  nChanged 24
		SP:Iteration 31Q (5533.230000 sec): 3 clusters
  Score: Raw -496988.859893 + Penalty 4039.328756 = -492949.531137
  nChanged 20
		SP:Iteration 32Q (5533.250000 sec): 3 clusters
  Score: Raw -496999.094751 + Penalty 4039.328756 = -492959.765995
  nChanged 12
		SP:Iteration 33Q (5533.250000 sec): 3 clusters
  Score: Raw -497002.764086 + Penalty 4039.328756 = -492963.435330
  nChanged 7
		SP:Iteration 34Q (5533.270000 sec): 3 clusters
  Score: Raw -497004.754678 + Penalty 4039.328756 = -492965.425922
  nChanged 3
		SP:Iteration 35Q (5533.270000 sec): 3 clusters
  Score: Raw -497005.721788 + Penalty 4039.328756 = -492966.393032
  nChanged 3
		SP:Iteration 36Q (5533.290000 sec): 3 clusters
  Score: Raw -497006.736873 + Penalty 4039.328756 = -492967.408117
  nChanged 2
		SP:Iteration 37Q (5533.290000 sec): 3 clusters
  Score: Raw -497007.249744 + Penalty 4039.328756 = -492967.920988
  nChanged 1
		SP:Iteration 38Q (5533.310000 sec): 3 clusters
  Score: Raw -497007.433455 + Penalty 4039.328756 = -492968.104699
  nChanged 1
		SP:Iteration 39Q (5533.310000 sec): 3 clusters
  Score: Raw -497007.833969 + Penalty 4039.328756 = -492968.505213
  nChanged 1
		SP:Iteration 40F (5533.330000 sec): 3 clusters
  Score: Raw -497008.018099 + Penalty 4039.328756 = -492968.689343
  nChanged 1
		SP:Iteration 41Q (5533.340000 sec): 3 clusters
  Score: Raw -497008.432371 + Penalty 4039.328756 = -492969.103614
  nChanged 2
		SP:Iteration 42Q (5533.350000 sec): 3 clusters
  Score: Raw -497009.294181 + Penalty 4039.328756 = -492969.965424
  nChanged 3
		SP:Iteration 43Q (5533.360000 sec): 3 clusters
  Score: Raw -497010.757709 + Penalty 4039.328756 = -492971.428953
  nChanged 3
		SP:Iteration 44Q (5533.370000 sec): 3 clusters
  Score: Raw -497011.842954 + Penalty 4039.328756 = -492972.514197
  nChanged 3
		SP:Iteration 45Q (5533.380000 sec): 3 clusters
  Score: Raw -497012.781027 + Penalty 4039.328756 = -492973.452270
  nChanged 3
		SP:Iteration 46Q (5533.390000 sec): 3 clusters
  Score: Raw -497013.598648 + Penalty 4039.328756 = -492974.269892
  nChanged 5
		SP:Iteration 47Q (5533.400000 sec): 3 clusters
  Score: Raw -497015.270103 + Penalty 4039.328756 = -492975.941347
  nChanged 4
		SP:Iteration 48Q (5533.410000 sec): 3 clusters
  Score: Raw -497017.823343 + Penalty 4039.328756 = -492978.494587
  nChanged 3
		SP:Iteration 49Q (5533.420000 sec): 3 clusters
  Score: Raw -497019.348166 + Penalty 4039.328756 = -492980.019409
  nChanged 2
		SP:Iteration 50Q (5533.430000 sec): 3 clusters
  Score: Raw -497020.656597 + Penalty 4039.328756 = -492981.327840
  nChanged 3
		SP:Iteration 51Q (5533.440000 sec): 3 clusters
  Score: Raw -497021.776882 + Penalty 4039.328756 = -492982.448125
  nChanged 4
		SP:Iteration 52Q (5533.450000 sec): 3 clusters
  Score: Raw -497023.715468 + Penalty 4039.328756 = -492984.386712
  nChanged 3
		SP:Iteration 53Q (5533.460000 sec): 3 clusters
  Score: Raw -497025.279414 + Penalty 4039.328756 = -492985.950657
  nChanged 1
		SP:Iteration 54Q (5533.470000 sec): 3 clusters
  Score: Raw -497025.500055 + Penalty 4039.328756 = -492986.171298
  nChanged 2
		SP:Iteration 55Q (5533.480000 sec): 3 clusters
  Score: Raw -497026.101532 + Penalty 4039.328756 = -492986.772776
  nChanged 1
		SP:Iteration 56Q (5533.490000 sec): 3 clusters
  Score: Raw -497026.327584 + Penalty 4039.328756 = -492986.998827
  nChanged 0
		SP:Iteration 57F (5533.500000 sec): 3 clusters
  Score: Raw -497026.327584 + Penalty 4039.328756 = -492986.998827
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5533.510000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5533.510000 sec): 3 clusters
  Score: Raw -126942.556142 + Penalty 3350.283633 = -123592.272508
  nChanged 212
		SP:Iteration 1F (5533.510000 sec): 3 clusters
  Score: Raw -127223.621326 + Penalty 3350.283633 = -123873.337693
  nChanged 36
		SP:Iteration 2Q (5533.510000 sec): 3 clusters
  Score: Raw -127287.757681 + Penalty 3350.283633 = -123937.474047
  nChanged 22
		SP:Iteration 3Q (5533.520000 sec): 3 clusters
  Score: Raw -127320.412288 + Penalty 3350.283633 = -123970.128654
  nChanged 15
		SP:Iteration 4Q (5533.520000 sec): 3 clusters
  Score: Raw -127338.771886 + Penalty 3350.283633 = -123988.488252
  nChanged 8
		SP:Iteration 5Q (5533.520000 sec): 3 clusters
  Score: Raw -127348.623311 + Penalty 3350.283633 = -123998.339678
  nChanged 7
		SP:Iteration 6Q (5533.530000 sec): 3 clusters
  Score: Raw -127356.297809 + Penalty 3350.283633 = -124006.014175
  nChanged 7
		SP:Iteration 7Q (5533.530000 sec): 3 clusters
  Score: Raw -127374.979613 + Penalty 3350.283633 = -124024.695979
  nChanged 7
		SP:Iteration 8Q (5533.530000 sec): 3 clusters
  Score: Raw -127385.596839 + Penalty 3350.283633 = -124035.313206
  nChanged 5
		SP:Iteration 9Q (5533.530000 sec): 3 clusters
  Score: Raw -127391.093778 + Penalty 3350.283633 = -124040.810145
  nChanged 4
		SP:Iteration 10Q (5533.540000 sec): 3 clusters
  Score: Raw -127394.858011 + Penalty 3350.283633 = -124044.574378
  nChanged 0
		SP:Iteration 11F (5533.540000 sec): 3 clusters
  Score: Raw -127394.858011 + Penalty 3350.283633 = -124044.574378
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5533.550000 sec): 2 clusters
  Score: Raw -34077.485412 + Penalty 1384.707085 = -32692.778327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5533.550000 sec): 3 clusters
  Score: Raw -34295.126283 + Penalty 2769.414169 = -31525.712114
  nChanged 38
		SP:Iteration 1F (5533.550000 sec): 3 clusters
  Score: Raw -34422.286280 + Penalty 2769.414169 = -31652.872111
  nChanged 9
		SP:Iteration 2Q (5533.550000 sec): 3 clusters
  Score: Raw -34471.262046 + Penalty 2769.414169 = -31701.847877
  nChanged 10
		SP:Iteration 3Q (5533.550000 sec): 3 clusters
  Score: Raw -34560.781685 + Penalty 2769.414169 = -31791.367515
  nChanged 7
		SP:Iteration 4Q (5533.550000 sec): 3 clusters
  Score: Raw -34635.061404 + Penalty 2769.414169 = -31865.647235
  nChanged 9
		SP:Iteration 5Q (5533.550000 sec): 3 clusters
  Score: Raw -34687.584306 + Penalty 2769.414169 = -31918.170137
  nChanged 2
		SP:Iteration 6Q (5533.550000 sec): 3 clusters
  Score: Raw -34702.647350 + Penalty 2769.414169 = -31933.233181
  nChanged 1
		SP:Iteration 7Q (5533.550000 sec): 3 clusters
  Score: Raw -34713.100210 + Penalty 2769.414169 = -31943.686041
  nChanged 2
		SP:Iteration 8Q (5533.550000 sec): 3 clusters
  Score: Raw -34732.313255 + Penalty 2769.414169 = -31962.899086
  nChanged 0
		SP:Iteration 9F (5533.550000 sec): 3 clusters
  Score: Raw -34732.313255 + Penalty 2769.414169 = -31962.899086
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5533.600000 sec): 2 clusters
  Score: Raw -2041152.166654 + Penalty 2361.802642 = -2038790.364012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5533.650000 sec): 3 clusters
  Score: Raw -2033463.564913 + Penalty 4723.605284 = -2028739.959628
  nChanged 5865
		SP:Iteration 1F (5533.700000 sec): 3 clusters
  Score: Raw -2036761.664507 + Penalty 4723.605284 = -2032038.059222
  nChanged 922
		SP:Iteration 2F (5533.750000 sec): 3 clusters
  Score: Raw -2037241.018155 + Penalty 4723.605284 = -2032517.412871
  nChanged 783
		SP:Iteration 3F (5533.800000 sec): 3 clusters
  Score: Raw -2037654.162667 + Penalty 4723.605284 = -2032930.557383
  nChanged 756
		SP:Iteration 4F (5533.850000 sec): 3 clusters
  Score: Raw -2038120.906085 + Penalty 4723.605284 = -2033397.300800
  nChanged 817
		SP:Iteration 5F (5533.900000 sec): 3 clusters
  Score: Raw -2038679.172700 + Penalty 4723.605284 = -2033955.567416
  nChanged 765
		SP:Iteration 6F (5533.950000 sec): 3 clusters
  Score: Raw -2039260.134690 + Penalty 4723.605284 = -2034536.529405
  nChanged 695
		SP:Iteration 7F (5533.990000 sec): 3 clusters
  Score: Raw -2039819.753603 + Penalty 4723.605284 = -2035096.148319
  nChanged 605
		SP:Iteration 8Q (5534.040000 sec): 3 clusters
  Score: Raw -2040349.057316 + Penalty 4723.605284 = -2035625.452032
  nChanged 429
		SP:Iteration 9Q (5534.090000 sec): 3 clusters
  Score: Raw -2040742.585499 + Penalty 4723.605284 = -2036018.980214
  nChanged 292
		SP:Iteration 10Q (5534.140000 sec): 3 clusters
  Score: Raw -2041029.800757 + Penalty 4723.605284 = -2036306.195472
  nChanged 181
		SP:Iteration 11Q (5534.180000 sec): 3 clusters
  Score: Raw -2041193.238235 + Penalty 4723.605284 = -2036469.632951
  nChanged 87
		SP:Iteration 12Q (5534.220000 sec): 3 clusters
  Score: Raw -2041272.166160 + Penalty 4723.605284 = -2036548.560875
  nChanged 51
		SP:Iteration 13Q (5534.260000 sec): 3 clusters
  Score: Raw -2041325.315974 + Penalty 4723.605284 = -2036601.710689
  nChanged 36
		SP:Iteration 14Q (5534.300000 sec): 3 clusters
  Score: Raw -2041365.103356 + Penalty 4723.605284 = -2036641.498072
  nChanged 26
		SP:Iteration 15Q (5534.340000 sec): 3 clusters
  Score: Raw -2041397.770429 + Penalty 4723.605284 = -2036674.165145
  nChanged 15
		SP:Iteration 16Q (5534.380000 sec): 3 clusters
  Score: Raw -2041414.728480 + Penalty 4723.605284 = -2036691.123196
  nChanged 13
		SP:Iteration 17Q (5534.410000 sec): 3 clusters
  Score: Raw -2041428.841461 + Penalty 4723.605284 = -2036705.236176
  nChanged 11
		SP:Iteration 18Q (5534.450000 sec): 3 clusters
  Score: Raw -2041444.019227 + Penalty 4723.605284 = -2036720.413943
  nChanged 11
		SP:Iteration 19Q (5534.490000 sec): 3 clusters
  Score: Raw -2041455.838716 + Penalty 4723.605284 = -2036732.233432
  nChanged 4
		SP:Iteration 20F (5534.540000 sec): 3 clusters
  Score: Raw -2041458.863129 + Penalty 4723.605284 = -2036735.257845
  nChanged 4
		SP:Iteration 21Q (5534.570000 sec): 3 clusters
  Score: Raw -2041463.062832 + Penalty 4723.605284 = -2036739.457548
  nChanged 3
		SP:Iteration 22Q (5534.610000 sec): 3 clusters
  Score: Raw -2041466.037532 + Penalty 4723.605284 = -2036742.432247
  nChanged 4
		SP:Iteration 23Q (5534.650000 sec): 3 clusters
  Score: Raw -2041471.107412 + Penalty 4723.605284 = -2036747.502128
  nChanged 3
		SP:Iteration 24Q (5534.690000 sec): 3 clusters
  Score: Raw -2041473.279213 + Penalty 4723.605284 = -2036749.673929
  nChanged 0
		SP:Iteration 25F (5534.730000 sec): 3 clusters
  Score: Raw -2041473.279213 + Penalty 4723.605284 = -2036749.673929
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69748 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5534.960000 sec): 2 clusters
  Score: Raw -10199802.743146 + Penalty 2765.855718 = -10197036.887428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5535.220000 sec): 3 clusters
  Score: Raw -10155703.719282 + Penalty 5531.711437 = -10150172.007845
  nChanged 32695
		SP:Iteration 1F (5535.470000 sec): 3 clusters
  Score: Raw -10174061.555212 + Penalty 5531.711437 = -10168529.843775
  nChanged 2376
		SP:Iteration 2Q (5535.730000 sec): 3 clusters
  Score: Raw -10174673.552876 + Penalty 5531.711437 = -10169141.841440
  nChanged 2501
		SP:Iteration 3Q (5536.000000 sec): 3 clusters
  Score: Raw -10175402.040714 + Penalty 5531.711437 = -10169870.329277
  nChanged 2792
		SP:Iteration 4Q (5536.260000 sec): 3 clusters
  Score: Raw -10176418.141939 + Penalty 5531.711437 = -10170886.430502
  nChanged 3532
		SP:Iteration 5F (5536.520000 sec): 3 clusters
  Score: Raw -10178170.656893 + Penalty 5531.711437 = -10172638.945456
  nChanged 4758
		SP:Iteration 6F (5536.770000 sec): 3 clusters
  Score: Raw -10181345.858489 + Penalty 5531.711437 = -10175814.147052
  nChanged 5994
		SP:Iteration 7F (5537.030000 sec): 3 clusters
  Score: Raw -10186432.875351 + Penalty 5531.711437 = -10180901.163914
  nChanged 6138
		SP:Iteration 8F (5537.280000 sec): 3 clusters
  Score: Raw -10192456.662916 + Penalty 5531.711437 = -10186924.951480
  nChanged 4420
		SP:Iteration 9F (5537.530000 sec): 3 clusters
  Score: Raw -10196884.248886 + Penalty 5531.711437 = -10191352.537449
  nChanged 2147
		SP:Iteration 10Q (5537.780000 sec): 3 clusters
  Score: Raw -10198926.713432 + Penalty 5531.711437 = -10193395.001996
  nChanged 744
		SP:Iteration 11Q (5537.990000 sec): 3 clusters
  Score: Raw -10199594.336884 + Penalty 5531.711437 = -10194062.625447
  nChanged 249
		SP:Iteration 12Q (5538.190000 sec): 3 clusters
  Score: Raw -10199832.319754 + Penalty 5531.711437 = -10194300.608317
  nChanged 104
		SP:Iteration 13Q (5538.370000 sec): 3 clusters
  Score: Raw -10199954.809933 + Penalty 5531.711437 = -10194423.098497
  nChanged 40
		SP:Iteration 14Q (5538.560000 sec): 3 clusters
  Score: Raw -10200001.726537 + Penalty 5531.711437 = -10194470.015100
  nChanged 29
		SP:Iteration 15Q (5538.740000 sec): 3 clusters
  Score: Raw -10200033.726623 + Penalty 5531.711437 = -10194502.015186
  nChanged 18
		SP:Iteration 16Q (5538.920000 sec): 3 clusters
  Score: Raw -10200057.075838 + Penalty 5531.711437 = -10194525.364401
  nChanged 14
		SP:Iteration 17Q (5539.100000 sec): 3 clusters
  Score: Raw -10200075.388598 + Penalty 5531.711437 = -10194543.677161
  nChanged 7
		SP:Iteration 18Q (5539.280000 sec): 3 clusters
  Score: Raw -10200087.251392 + Penalty 5531.711437 = -10194555.539955
  nChanged 6
		SP:Iteration 19Q (5539.450000 sec): 3 clusters
  Score: Raw -10200096.132350 + Penalty 5531.711437 = -10194564.420913
  nChanged 4
		SP:Iteration 20F (5539.710000 sec): 3 clusters
  Score: Raw -10200099.197173 + Penalty 5531.711437 = -10194567.485736
  nChanged 1
		SP:Iteration 21Q (5539.890000 sec): 3 clusters
  Score: Raw -10200101.942517 + Penalty 5531.711437 = -10194570.231081
  nChanged 4
		SP:Iteration 22Q (5540.070000 sec): 3 clusters
  Score: Raw -10200110.458346 + Penalty 5531.711437 = -10194578.746910
  nChanged 8
		SP:Iteration 23Q (5540.250000 sec): 3 clusters
  Score: Raw -10200118.677407 + Penalty 5531.711437 = -10194586.965970
  nChanged 7
		SP:Iteration 24Q (5540.420000 sec): 3 clusters
  Score: Raw -10200131.078680 + Penalty 5531.711437 = -10194599.367244
  nChanged 3
		SP:Iteration 25Q (5540.600000 sec): 3 clusters
  Score: Raw -10200136.588272 + Penalty 5531.711437 = -10194604.876835
  nChanged 5
		SP:Iteration 26Q (5540.780000 sec): 3 clusters
  Score: Raw -10200143.436978 + Penalty 5531.711437 = -10194611.725541
  nChanged 5
		SP:Iteration 27Q (5540.960000 sec): 3 clusters
  Score: Raw -10200150.560255 + Penalty 5531.711437 = -10194618.848819
  nChanged 5
		SP:Iteration 28Q (5541.140000 sec): 3 clusters
  Score: Raw -10200158.306205 + Penalty 5531.711437 = -10194626.594768
  nChanged 5
		SP:Iteration 29Q (5541.310000 sec): 3 clusters
  Score: Raw -10200163.528979 + Penalty 5531.711437 = -10194631.817543
  nChanged 2
		SP:Iteration 30Q (5541.490000 sec): 3 clusters
  Score: Raw -10200166.709281 + Penalty 5531.711437 = -10194634.997845
  nChanged 1
		SP:Iteration 31Q (5541.670000 sec): 3 clusters
  Score: Raw -10200168.188768 + Penalty 5531.711437 = -10194636.477332
  nChanged 0
		SP:Iteration 32F (5541.930000 sec): 3 clusters
  Score: Raw -10200168.188768 + Penalty 5531.711437 = -10194636.477332
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5541.960000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5541.970000 sec): 3 clusters
  Score: Raw -385230.567170 + Penalty 3923.652944 = -381306.914227
  nChanged 927
		SP:Iteration 1F (5541.980000 sec): 3 clusters
  Score: Raw -385818.927025 + Penalty 3923.652944 = -381895.274081
  nChanged 202
		SP:Iteration 2F (5541.990000 sec): 3 clusters
  Score: Raw -385970.202543 + Penalty 3923.652944 = -382046.549599
  nChanged 126
		SP:Iteration 3Q (5542.000000 sec): 3 clusters
  Score: Raw -386062.647952 + Penalty 3923.652944 = -382138.995008
  nChanged 78
		SP:Iteration 4Q (5542.010000 sec): 3 clusters
  Score: Raw -386110.175247 + Penalty 3923.652944 = -382186.522303
  nChanged 63
		SP:Iteration 5Q (5542.020000 sec): 3 clusters
  Score: Raw -386152.552667 + Penalty 3923.652944 = -382228.899724
  nChanged 44
		SP:Iteration 6Q (5542.030000 sec): 3 clusters
  Score: Raw -386182.196238 + Penalty 3923.652944 = -382258.543294
  nChanged 38
		SP:Iteration 7Q (5542.040000 sec): 3 clusters
  Score: Raw -386201.202175 + Penalty 3923.652944 = -382277.549231
  nChanged 24
		SP:Iteration 8Q (5542.050000 sec): 3 clusters
  Score: Raw -386218.696275 + Penalty 3923.652944 = -382295.043331
  nChanged 25
		SP:Iteration 9Q (5542.060000 sec): 3 clusters
  Score: Raw -386234.014180 + Penalty 3923.652944 = -382310.361236
  nChanged 21
		SP:Iteration 10Q (5542.070000 sec): 3 clusters
  Score: Raw -386245.816961 + Penalty 3923.652944 = -382322.164017
  nChanged 17
		SP:Iteration 11Q (5542.080000 sec): 3 clusters
  Score: Raw -386253.263394 + Penalty 3923.652944 = -382329.610451
  nChanged 14
		SP:Iteration 12Q (5542.090000 sec): 3 clusters
  Score: Raw -386261.108834 + Penalty 3923.652944 = -382337.455891
  nChanged 10
		SP:Iteration 13Q (5542.100000 sec): 3 clusters
  Score: Raw -386265.360613 + Penalty 3923.652944 = -382341.707669
  nChanged 4
		SP:Iteration 14Q (5542.110000 sec): 3 clusters
  Score: Raw -386267.586481 + Penalty 3923.652944 = -382343.933537
  nChanged 4
		SP:Iteration 15Q (5542.120000 sec): 3 clusters
  Score: Raw -386269.445980 + Penalty 3923.652944 = -382345.793037
  nChanged 6
		SP:Iteration 16Q (5542.130000 sec): 3 clusters
  Score: Raw -386272.719351 + Penalty 3923.652944 = -382349.066408
  nChanged 6
		SP:Iteration 17Q (5542.140000 sec): 3 clusters
  Score: Raw -386275.012920 + Penalty 3923.652944 = -382351.359976
  nChanged 5
		SP:Iteration 18Q (5542.150000 sec): 3 clusters
  Score: Raw -386277.501056 + Penalty 3923.652944 = -382353.848112
  nChanged 6
		SP:Iteration 19Q (5542.160000 sec): 3 clusters
  Score: Raw -386279.996871 + Penalty 3923.652944 = -382356.343927
  nChanged 2
		SP:Iteration 20F (5542.170000 sec): 3 clusters
  Score: Raw -386280.453921 + Penalty 3923.652944 = -382356.800977
  nChanged 2
		SP:Iteration 21Q (5542.180000 sec): 3 clusters
  Score: Raw -386281.477695 + Penalty 3923.652944 = -382357.824752
  nChanged 3
		SP:Iteration 22Q (5542.190000 sec): 3 clusters
  Score: Raw -386283.409230 + Penalty 3923.652944 = -382359.756286
  nChanged 5
		SP:Iteration 23Q (5542.200000 sec): 3 clusters
  Score: Raw -386286.552625 + Penalty 3923.652944 = -382362.899681
  nChanged 6
		SP:Iteration 24Q (5542.210000 sec): 3 clusters
  Score: Raw -386289.670621 + Penalty 3923.652944 = -382366.017677
  nChanged 6
		SP:Iteration 25Q (5542.220000 sec): 3 clusters
  Score: Raw -386291.895850 + Penalty 3923.652944 = -382368.242906
  nChanged 3
		SP:Iteration 26Q (5542.230000 sec): 3 clusters
  Score: Raw -386293.194814 + Penalty 3923.652944 = -382369.541870
  nChanged 5
		SP:Iteration 27Q (5542.240000 sec): 3 clusters
  Score: Raw -386295.510004 + Penalty 3923.652944 = -382371.857060
  nChanged 7
		SP:Iteration 28Q (5542.250000 sec): 3 clusters
  Score: Raw -386297.686315 + Penalty 3923.652944 = -382374.033371
  nChanged 6
		SP:Iteration 29Q (5542.260000 sec): 3 clusters
  Score: Raw -386299.343246 + Penalty 3923.652944 = -382375.690302
  nChanged 3
		SP:Iteration 30Q (5542.270000 sec): 3 clusters
  Score: Raw -386300.195258 + Penalty 3923.652944 = -382376.542314
  nChanged 3
		SP:Iteration 31Q (5542.270000 sec): 3 clusters
  Score: Raw -386302.140913 + Penalty 3923.652944 = -382378.487969
  nChanged 3
		SP:Iteration 32Q (5542.290000 sec): 3 clusters
  Score: Raw -386303.723152 + Penalty 3923.652944 = -382380.070209
  nChanged 4
		SP:Iteration 33Q (5542.290000 sec): 3 clusters
  Score: Raw -386305.356888 + Penalty 3923.652944 = -382381.703945
  nChanged 3
		SP:Iteration 34Q (5542.310000 sec): 3 clusters
  Score: Raw -386306.908026 + Penalty 3923.652944 = -382383.255082
  nChanged 3
		SP:Iteration 35Q (5542.310000 sec): 3 clusters
  Score: Raw -386308.853387 + Penalty 3923.652944 = -382385.200443
  nChanged 3
		SP:Iteration 36Q (5542.330000 sec): 3 clusters
  Score: Raw -386311.062327 + Penalty 3923.652944 = -382387.409383
  nChanged 2
		SP:Iteration 37Q (5542.330000 sec): 3 clusters
  Score: Raw -386311.554683 + Penalty 3923.652944 = -382387.901739
  nChanged 4
		SP:Iteration 38Q (5542.350000 sec): 3 clusters
  Score: Raw -386312.919779 + Penalty 3923.652944 = -382389.266835
  nChanged 3
		SP:Iteration 39Q (5542.350000 sec): 3 clusters
  Score: Raw -386314.360605 + Penalty 3923.652944 = -382390.707661
  nChanged 3
		SP:Iteration 40F (5542.360000 sec): 3 clusters
  Score: Raw -386316.079198 + Penalty 3923.652944 = -382392.426254
  nChanged 3
		SP:Iteration 41Q (5542.370000 sec): 3 clusters
  Score: Raw -386317.264091 + Penalty 3923.652944 = -382393.611147
  nChanged 1
		SP:Iteration 42Q (5542.380000 sec): 3 clusters
  Score: Raw -386317.612272 + Penalty 3923.652944 = -382393.959329
  nChanged 0
		SP:Iteration 43F (5542.390000 sec): 3 clusters
  Score: Raw -386317.612272 + Penalty 3923.652944 = -382393.959329
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5542.400000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5542.400000 sec): 3 clusters
  Score: Raw -168845.205232 + Penalty 3494.272938 = -165350.932294
  nChanged 307
		SP:Iteration 1F (5542.410000 sec): 3 clusters
  Score: Raw -169171.986850 + Penalty 3494.272938 = -165677.713912
  nChanged 82
		SP:Iteration 2F (5542.410000 sec): 3 clusters
  Score: Raw -169287.354524 + Penalty 3494.272938 = -165793.081586
  nChanged 49
		SP:Iteration 3Q (5542.420000 sec): 3 clusters
  Score: Raw -169343.845752 + Penalty 3494.272938 = -165849.572814
  nChanged 21
		SP:Iteration 4Q (5542.420000 sec): 3 clusters
  Score: Raw -169367.672014 + Penalty 3494.272938 = -165873.399076
  nChanged 17
		SP:Iteration 5Q (5542.430000 sec): 3 clusters
  Score: Raw -169393.431998 + Penalty 3494.272938 = -165899.159060
  nChanged 15
		SP:Iteration 6Q (5542.430000 sec): 3 clusters
  Score: Raw -169408.215871 + Penalty 3494.272938 = -165913.942933
  nChanged 9
		SP:Iteration 7Q (5542.430000 sec): 3 clusters
  Score: Raw -169418.807711 + Penalty 3494.272938 = -165924.534773
  nChanged 7
		SP:Iteration 8Q (5542.440000 sec): 3 clusters
  Score: Raw -169425.268641 + Penalty 3494.272938 = -165930.995702
  nChanged 5
		SP:Iteration 9Q (5542.440000 sec): 3 clusters
  Score: Raw -169430.606189 + Penalty 3494.272938 = -165936.333251
  nChanged 2
		SP:Iteration 10Q (5542.450000 sec): 3 clusters
  Score: Raw -169432.006395 + Penalty 3494.272938 = -165937.733457
  nChanged 1
		SP:Iteration 11Q (5542.450000 sec): 3 clusters
  Score: Raw -169432.605253 + Penalty 3494.272938 = -165938.332315
  nChanged 1
		SP:Iteration 12Q (5542.450000 sec): 3 clusters
  Score: Raw -169433.725427 + Penalty 3494.272938 = -165939.452489
  nChanged 0
		SP:Iteration 13F (5542.460000 sec): 3 clusters
  Score: Raw -169433.725427 + Penalty 3494.272938 = -165939.452489
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1848 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5542.470000 sec): 2 clusters
  Score: Raw -257639.147800 + Penalty 1865.421095 = -255773.726705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5542.470000 sec): 3 clusters
  Score: Raw -257045.046079 + Penalty 3730.842189 = -253314.203890
  nChanged 606
		SP:Iteration 1F (5542.480000 sec): 3 clusters
  Score: Raw -257543.515030 + Penalty 3730.842189 = -253812.672841
  nChanged 166
		SP:Iteration 2F (5542.490000 sec): 3 clusters
  Score: Raw -257859.775150 + Penalty 3730.842189 = -254128.932961
  nChanged 142
		SP:Iteration 3F (5542.490000 sec): 3 clusters
  Score: Raw -258066.929000 + Penalty 3730.842189 = -254336.086811
  nChanged 94
		SP:Iteration 4F (5542.500000 sec): 3 clusters
  Score: Raw -258202.456494 + Penalty 3730.842189 = -254471.614305
  nChanged 71
		SP:Iteration 5Q (5542.510000 sec): 3 clusters
  Score: Raw -258285.547432 + Penalty 3730.842189 = -254554.705243
  nChanged 55
		SP:Iteration 6Q (5542.510000 sec): 3 clusters
  Score: Raw -258346.615839 + Penalty 3730.842189 = -254615.773650
  nChanged 44
		SP:Iteration 7Q (5542.520000 sec): 3 clusters
  Score: Raw -258398.699054 + Penalty 3730.842189 = -254667.856865
  nChanged 38
		SP:Iteration 8Q (5542.530000 sec): 3 clusters
  Score: Raw -258434.073508 + Penalty 3730.842189 = -254703.231319
  nChanged 22
		SP:Iteration 9Q (5542.530000 sec): 3 clusters
  Score: Raw -258451.593246 + Penalty 3730.842189 = -254720.751057
  nChanged 20
		SP:Iteration 10Q (5542.540000 sec): 3 clusters
  Score: Raw -258463.880775 + Penalty 3730.842189 = -254733.038585
  nChanged 14
		SP:Iteration 11Q (5542.540000 sec): 3 clusters
  Score: Raw -258473.149011 + Penalty 3730.842189 = -254742.306822
  nChanged 12
		SP:Iteration 12Q (5542.550000 sec): 3 clusters
  Score: Raw -258481.953750 + Penalty 3730.842189 = -254751.111560
  nChanged 11
		SP:Iteration 13Q (5542.560000 sec): 3 clusters
  Score: Raw -258489.392211 + Penalty 3730.842189 = -254758.550022
  nChanged 7
		SP:Iteration 14Q (5542.560000 sec): 3 clusters
  Score: Raw -258493.880160 + Penalty 3730.842189 = -254763.037971
  nChanged 6
		SP:Iteration 15Q (5542.570000 sec): 3 clusters
  Score: Raw -258497.043501 + Penalty 3730.842189 = -254766.201312
  nChanged 5
		SP:Iteration 16Q (5542.570000 sec): 3 clusters
  Score: Raw -258500.879547 + Penalty 3730.842189 = -254770.037357
  nChanged 5
		SP:Iteration 17Q (5542.580000 sec): 3 clusters
  Score: Raw -258504.568556 + Penalty 3730.842189 = -254773.726367
  nChanged 6
		SP:Iteration 18Q (5542.590000 sec): 3 clusters
  Score: Raw -258508.010719 + Penalty 3730.842189 = -254777.168530
  nChanged 4
		SP:Iteration 19Q (5542.590000 sec): 3 clusters
  Score: Raw -258511.209148 + Penalty 3730.842189 = -254780.366959
  nChanged 4
		SP:Iteration 20F (5542.600000 sec): 3 clusters
  Score: Raw -258513.879821 + Penalty 3730.842189 = -254783.037632
  nChanged 2
		SP:Iteration 21Q (5542.610000 sec): 3 clusters
  Score: Raw -258515.733398 + Penalty 3730.842189 = -254784.891209
  nChanged 1
		SP:Iteration 22Q (5542.610000 sec): 3 clusters
  Score: Raw -258516.659124 + Penalty 3730.842189 = -254785.816935
  nChanged 1
		SP:Iteration 23Q (5542.620000 sec): 3 clusters
  Score: Raw -258517.229353 + Penalty 3730.842189 = -254786.387164
  nChanged 1
		SP:Iteration 24Q (5542.630000 sec): 3 clusters
  Score: Raw -258517.637543 + Penalty 3730.842189 = -254786.795354
  nChanged 0
		SP:Iteration 25F (5542.630000 sec): 3 clusters
  Score: Raw -258517.637543 + Penalty 3730.842189 = -254786.795354
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (11081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5542.670000 sec): 2 clusters
  Score: Raw -1693158.875908 + Penalty 2309.620828 = -1690849.255080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5542.710000 sec): 3 clusters
  Score: Raw -1687106.543933 + Penalty 4619.241656 = -1682487.302278
  nChanged 4646
		SP:Iteration 1F (5542.750000 sec): 3 clusters
  Score: Raw -1689524.289351 + Penalty 4619.241656 = -1684905.047696
  nChanged 711
		SP:Iteration 2F (5542.790000 sec): 3 clusters
  Score: Raw -1689853.215390 + Penalty 4619.241656 = -1685233.973734
  nChanged 577
		SP:Iteration 3F (5542.830000 sec): 3 clusters
  Score: Raw -1690113.815163 + Penalty 4619.241656 = -1685494.573508
  nChanged 487
		SP:Iteration 4Q (5542.870000 sec): 3 clusters
  Score: Raw -1690345.004319 + Penalty 4619.241656 = -1685725.762663
  nChanged 468
		SP:Iteration 5Q (5542.910000 sec): 3 clusters
  Score: Raw -1690581.693832 + Penalty 4619.241656 = -1685962.452176
  nChanged 489
		SP:Iteration 6Q (5542.950000 sec): 3 clusters
  Score: Raw -1690857.558688 + Penalty 4619.241656 = -1686238.317032
  nChanged 514
		SP:Iteration 7Q (5542.990000 sec): 3 clusters
  Score: Raw -1691196.377366 + Penalty 4619.241656 = -1686577.135710
  nChanged 542
		SP:Iteration 8Q (5543.030000 sec): 3 clusters
  Score: Raw -1691588.100266 + Penalty 4619.241656 = -1686968.858610
  nChanged 548
		SP:Iteration 9Q (5543.070000 sec): 3 clusters
  Score: Raw -1692018.699115 + Penalty 4619.241656 = -1687399.457459
  nChanged 464
		SP:Iteration 10Q (5543.110000 sec): 3 clusters
  Score: Raw -1692405.726753 + Penalty 4619.241656 = -1687786.485097
  nChanged 368
		SP:Iteration 11Q (5543.150000 sec): 3 clusters
  Score: Raw -1692751.668283 + Penalty 4619.241656 = -1688132.426628
  nChanged 229
		SP:Iteration 12Q (5543.180000 sec): 3 clusters
  Score: Raw -1692967.438566 + Penalty 4619.241656 = -1688348.196911
  nChanged 142
		SP:Iteration 13Q (5543.220000 sec): 3 clusters
  Score: Raw -1693103.180334 + Penalty 4619.241656 = -1688483.938678
  nChanged 101
		SP:Iteration 14Q (5543.250000 sec): 3 clusters
  Score: Raw -1693203.157356 + Penalty 4619.241656 = -1688583.915701
  nChanged 68
		SP:Iteration 15Q (5543.280000 sec): 3 clusters
  Score: Raw -1693274.838453 + Penalty 4619.241656 = -1688655.596797
  nChanged 49
		SP:Iteration 16Q (5543.320000 sec): 3 clusters
  Score: Raw -1693326.419492 + Penalty 4619.241656 = -1688707.177836
  nChanged 29
		SP:Iteration 17Q (5543.350000 sec): 3 clusters
  Score: Raw -1693358.925087 + Penalty 4619.241656 = -1688739.683431
  nChanged 21
		SP:Iteration 18Q (5543.380000 sec): 3 clusters
  Score: Raw -1693381.256705 + Penalty 4619.241656 = -1688762.015050
  nChanged 16
		SP:Iteration 19Q (5543.410000 sec): 3 clusters
  Score: Raw -1693397.601618 + Penalty 4619.241656 = -1688778.359963
  nChanged 13
		SP:Iteration 20F (5543.440000 sec): 3 clusters
  Score: Raw -1693411.646101 + Penalty 4619.241656 = -1688792.404446
  nChanged 9
		SP:Iteration 21Q (5543.480000 sec): 3 clusters
  Score: Raw -1693419.303474 + Penalty 4619.241656 = -1688800.061819
  nChanged 7
		SP:Iteration 22Q (5543.500000 sec): 3 clusters
  Score: Raw -1693426.522283 + Penalty 4619.241656 = -1688807.280628
  nChanged 2
		SP:Iteration 23Q (5543.530000 sec): 3 clusters
  Score: Raw -1693429.190944 + Penalty 4619.241656 = -1688809.949288
  nChanged 3
		SP:Iteration 24Q (5543.560000 sec): 3 clusters
  Score: Raw -1693432.858161 + Penalty 4619.241656 = -1688813.616506
  nChanged 2
		SP:Iteration 25Q (5543.590000 sec): 3 clusters
  Score: Raw -1693433.967545 + Penalty 4619.241656 = -1688814.725890
  nChanged 2
		SP:Iteration 26Q (5543.620000 sec): 3 clusters
  Score: Raw -1693437.185638 + Penalty 4619.241656 = -1688817.943982
  nChanged 7
		SP:Iteration 27Q (5543.650000 sec): 3 clusters
  Score: Raw -1693444.976254 + Penalty 4619.241656 = -1688825.734599
  nChanged 5
		SP:Iteration 28Q (5543.680000 sec): 3 clusters
  Score: Raw -1693451.412933 + Penalty 4619.241656 = -1688832.171277
  nChanged 3
		SP:Iteration 29Q (5543.710000 sec): 3 clusters
  Score: Raw -1693453.768815 + Penalty 4619.241656 = -1688834.527159
  nChanged 0
		SP:Iteration 30F (5543.750000 sec): 3 clusters
  Score: Raw -1693453.768815 + Penalty 4619.241656 = -1688834.527159
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5543.800000 sec): 2 clusters
  Score: Raw -1984426.700428 + Penalty 2369.497749 = -1982057.202679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5543.840000 sec): 3 clusters
  Score: Raw -1976495.242192 + Penalty 4738.995498 = -1971756.246694
  nChanged 6084
		SP:Iteration 1F (5543.900000 sec): 3 clusters
  Score: Raw -1979853.407802 + Penalty 4738.995498 = -1975114.412304
  nChanged 853
		SP:Iteration 2F (5543.950000 sec): 3 clusters
  Score: Raw -1980214.307647 + Penalty 4738.995498 = -1975475.312149
  nChanged 685
		SP:Iteration 3Q (5544.000000 sec): 3 clusters
  Score: Raw -1980502.591724 + Penalty 4738.995498 = -1975763.596226
  nChanged 574
		SP:Iteration 4Q (5544.050000 sec): 3 clusters
  Score: Raw -1980736.409759 + Penalty 4738.995498 = -1975997.414262
  nChanged 524
		SP:Iteration 5Q (5544.110000 sec): 3 clusters
  Score: Raw -1980946.579520 + Penalty 4738.995498 = -1976207.584022
  nChanged 476
		SP:Iteration 6Q (5544.160000 sec): 3 clusters
  Score: Raw -1981131.520639 + Penalty 4738.995498 = -1976392.525141
  nChanged 450
		SP:Iteration 7Q (5544.210000 sec): 3 clusters
  Score: Raw -1981306.153022 + Penalty 4738.995498 = -1976567.157524
  nChanged 402
		SP:Iteration 8Q (5544.260000 sec): 3 clusters
  Score: Raw -1981461.991033 + Penalty 4738.995498 = -1976722.995535
  nChanged 415
		SP:Iteration 9Q (5544.310000 sec): 3 clusters
  Score: Raw -1981633.019372 + Penalty 4738.995498 = -1976894.023874
  nChanged 419
		SP:Iteration 10Q (5544.360000 sec): 3 clusters
  Score: Raw -1981825.966162 + Penalty 4738.995498 = -1977086.970664
  nChanged 421
		SP:Iteration 11Q (5544.410000 sec): 3 clusters
  Score: Raw -1982045.665238 + Penalty 4738.995498 = -1977306.669740
  nChanged 473
		SP:Iteration 12Q (5544.460000 sec): 3 clusters
  Score: Raw -1982303.496335 + Penalty 4738.995498 = -1977564.500837
  nChanged 504
		SP:Iteration 13Q (5544.510000 sec): 3 clusters
  Score: Raw -1982619.036601 + Penalty 4738.995498 = -1977880.041103
  nChanged 530
		SP:Iteration 14Q (5544.560000 sec): 3 clusters
  Score: Raw -1982955.110357 + Penalty 4738.995498 = -1978216.114859
  nChanged 502
		SP:Iteration 15Q (5544.610000 sec): 3 clusters
  Score: Raw -1983307.786392 + Penalty 4738.995498 = -1978568.790894
  nChanged 463
		SP:Iteration 16Q (5544.650000 sec): 3 clusters
  Score: Raw -1983658.293623 + Penalty 4738.995498 = -1978919.298125
  nChanged 398
		SP:Iteration 17Q (5544.700000 sec): 3 clusters
  Score: Raw -1983985.446179 + Penalty 4738.995498 = -1979246.450681
  nChanged 328
		SP:Iteration 18Q (5544.740000 sec): 3 clusters
  Score: Raw -1984270.792027 + Penalty 4738.995498 = -1979531.796529
  nChanged 216
		SP:Iteration 19Q (5544.790000 sec): 3 clusters
  Score: Raw -1984473.929939 + Penalty 4738.995498 = -1979734.934441
  nChanged 163
		SP:Iteration 20F (5544.830000 sec): 3 clusters
  Score: Raw -1984632.947635 + Penalty 4738.995498 = -1979893.952137
  nChanged 116
		SP:Iteration 21Q (5544.880000 sec): 3 clusters
  Score: Raw -1984729.190461 + Penalty 4738.995498 = -1979990.194963
  nChanged 85
		SP:Iteration 22Q (5544.920000 sec): 3 clusters
  Score: Raw -1984791.703996 + Penalty 4738.995498 = -1980052.708498
  nChanged 62
		SP:Iteration 23Q (5544.960000 sec): 3 clusters
  Score: Raw -1984839.578544 + Penalty 4738.995498 = -1980100.583046
  nChanged 56
		SP:Iteration 24Q (5545.000000 sec): 3 clusters
  Score: Raw -1984876.040279 + Penalty 4738.995498 = -1980137.044781
  nChanged 49
		SP:Iteration 25Q (5545.030000 sec): 3 clusters
  Score: Raw -1984909.021256 + Penalty 4738.995498 = -1980170.025758
  nChanged 42
		SP:Iteration 26Q (5545.070000 sec): 3 clusters
  Score: Raw -1984940.033009 + Penalty 4738.995498 = -1980201.037511
  nChanged 39
		SP:Iteration 27Q (5545.110000 sec): 3 clusters
  Score: Raw -1984964.711109 + Penalty 4738.995498 = -1980225.715612
  nChanged 24
		SP:Iteration 28Q (5545.150000 sec): 3 clusters
  Score: Raw -1984979.687888 + Penalty 4738.995498 = -1980240.692390
  nChanged 18
		SP:Iteration 29Q (5545.190000 sec): 3 clusters
  Score: Raw -1984986.853934 + Penalty 4738.995498 = -1980247.858437
  nChanged 11
		SP:Iteration 30Q (5545.230000 sec): 3 clusters
  Score: Raw -1984991.269351 + Penalty 4738.995498 = -1980252.273853
  nChanged 8
		SP:Iteration 31Q (5545.270000 sec): 3 clusters
  Score: Raw -1984995.097352 + Penalty 4738.995498 = -1980256.101855
  nChanged 6
		SP:Iteration 32Q (5545.310000 sec): 3 clusters
  Score: Raw -1984998.642592 + Penalty 4738.995498 = -1980259.647094
  nChanged 8
		SP:Iteration 33Q (5545.350000 sec): 3 clusters
  Score: Raw -1985005.712385 + Penalty 4738.995498 = -1980266.716887
  nChanged 13
		SP:Iteration 34Q (5545.380000 sec): 3 clusters
  Score: Raw -1985012.991390 + Penalty 4738.995498 = -1980273.995893
  nChanged 10
		SP:Iteration 35Q (5545.420000 sec): 3 clusters
  Score: Raw -1985018.608799 + Penalty 4738.995498 = -1980279.613301
  nChanged 19
		SP:Iteration 36Q (5545.460000 sec): 3 clusters
  Score: Raw -1985026.969803 + Penalty 4738.995498 = -1980287.974305
  nChanged 17
		SP:Iteration 37Q (5545.500000 sec): 3 clusters
  Score: Raw -1985036.006180 + Penalty 4738.995498 = -1980297.010682
  nChanged 13
		SP:Iteration 38Q (5545.540000 sec): 3 clusters
  Score: Raw -1985042.902639 + Penalty 4738.995498 = -1980303.907141
  nChanged 16
		SP:Iteration 39Q (5545.570000 sec): 3 clusters
  Score: Raw -1985051.537759 + Penalty 4738.995498 = -1980312.542261
  nChanged 11
		SP:Iteration 40F (5545.630000 sec): 3 clusters
  Score: Raw -1985058.423616 + Penalty 4738.995498 = -1980319.428118
  nChanged 10
		SP:Iteration 41Q (5545.660000 sec): 3 clusters
  Score: Raw -1985064.594263 + Penalty 4738.995498 = -1980325.598765
  nChanged 10
		SP:Iteration 42Q (5545.700000 sec): 3 clusters
  Score: Raw -1985070.632678 + Penalty 4738.995498 = -1980331.637180
  nChanged 8
		SP:Iteration 43Q (5545.740000 sec): 3 clusters
  Score: Raw -1985074.659307 + Penalty 4738.995498 = -1980335.663809
  nChanged 8
		SP:Iteration 44Q (5545.780000 sec): 3 clusters
  Score: Raw -1985080.438892 + Penalty 4738.995498 = -1980341.443394
  nChanged 13
		SP:Iteration 45Q (5545.810000 sec): 3 clusters
  Score: Raw -1985087.419591 + Penalty 4738.995498 = -1980348.424094
  nChanged 13
		SP:Iteration 46Q (5545.850000 sec): 3 clusters
  Score: Raw -1985094.992717 + Penalty 4738.995498 = -1980355.997219
  nChanged 14
		SP:Iteration 47Q (5545.890000 sec): 3 clusters
  Score: Raw -1985101.336959 + Penalty 4738.995498 = -1980362.341461
  nChanged 7
		SP:Iteration 48Q (5545.930000 sec): 3 clusters
  Score: Raw -1985105.086097 + Penalty 4738.995498 = -1980366.090599
  nChanged 12
		SP:Iteration 49Q (5545.970000 sec): 3 clusters
  Score: Raw -1985112.011181 + Penalty 4738.995498 = -1980373.015683
  nChanged 8
		SP:Iteration 50Q (5546.010000 sec): 3 clusters
  Score: Raw -1985114.847095 + Penalty 4738.995498 = -1980375.851597
  nChanged 4
		SP:Iteration 51Q (5546.050000 sec): 3 clusters
  Score: Raw -1985115.992586 + Penalty 4738.995498 = -1980376.997088
  nChanged 5
		SP:Iteration 52Q (5546.080000 sec): 3 clusters
  Score: Raw -1985118.508561 + Penalty 4738.995498 = -1980379.513063
  nChanged 6
		SP:Iteration 53Q (5546.120000 sec): 3 clusters
  Score: Raw -1985121.154598 + Penalty 4738.995498 = -1980382.159100
  nChanged 4
		SP:Iteration 54Q (5546.160000 sec): 3 clusters
  Score: Raw -1985122.734000 + Penalty 4738.995498 = -1980383.738502
  nChanged 2
		SP:Iteration 55Q (5546.200000 sec): 3 clusters
  Score: Raw -1985123.542023 + Penalty 4738.995498 = -1980384.546525
  nChanged 0
		SP:Iteration 56F (5546.250000 sec): 3 clusters
  Score: Raw -1985123.542023 + Penalty 4738.995498 = -1980384.546525
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5546.250000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5546.260000 sec): 3 clusters
  Score: Raw -73225.138210 + Penalty 3074.445443 = -70150.692767
  nChanged 82
		SP:Iteration 1F (5546.260000 sec): 3 clusters
  Score: Raw -73359.440636 + Penalty 3074.445443 = -70284.995193
  nChanged 21
		SP:Iteration 2Q (5546.260000 sec): 3 clusters
  Score: Raw -73395.969574 + Penalty 3074.445443 = -70321.524131
  nChanged 5
		SP:Iteration 3Q (5546.260000 sec): 3 clusters
  Score: Raw -73412.864363 + Penalty 3074.445443 = -70338.418920
  nChanged 4
		SP:Iteration 4Q (5546.260000 sec): 3 clusters
  Score: Raw -73425.870283 + Penalty 3074.445443 = -70351.424840
  nChanged 5
		SP:Iteration 5Q (5546.270000 sec): 3 clusters
  Score: Raw -73435.493311 + Penalty 3074.445443 = -70361.047867
  nChanged 3
		SP:Iteration 6Q (5546.270000 sec): 3 clusters
  Score: Raw -73444.805060 + Penalty 3074.445443 = -70370.359617
  nChanged 5
		SP:Iteration 7Q (5546.270000 sec): 3 clusters
  Score: Raw -73458.671470 + Penalty 3074.445443 = -70384.226026
  nChanged 1
		SP:Iteration 8Q (5546.270000 sec): 3 clusters
  Score: Raw -73459.458087 + Penalty 3074.445443 = -70385.012644
  nChanged 0
		SP:Iteration 9F (5546.270000 sec): 3 clusters
  Score: Raw -73459.458087 + Penalty 3074.445443 = -70385.012644
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5546.280000 sec): 2 clusters
  Score: Raw -310878.010205 + Penalty 1906.509614 = -308971.500591
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5546.290000 sec): 3 clusters
  Score: Raw -310001.729150 + Penalty 3813.019228 = -306188.709922
  nChanged 702
		SP:Iteration 1F (5546.300000 sec): 3 clusters
  Score: Raw -310493.810873 + Penalty 3813.019228 = -306680.791645
  nChanged 176
		SP:Iteration 2F (5546.310000 sec): 3 clusters
  Score: Raw -310637.990836 + Penalty 3813.019228 = -306824.971608
  nChanged 102
		SP:Iteration 3Q (5546.310000 sec): 3 clusters
  Score: Raw -310717.091902 + Penalty 3813.019228 = -306904.072674
  nChanged 64
		SP:Iteration 4Q (5546.320000 sec): 3 clusters
  Score: Raw -310758.424818 + Penalty 3813.019228 = -306945.405590
  nChanged 38
		SP:Iteration 5Q (5546.330000 sec): 3 clusters
  Score: Raw -310786.737287 + Penalty 3813.019228 = -306973.718059
  nChanged 19
		SP:Iteration 6Q (5546.340000 sec): 3 clusters
  Score: Raw -310802.973957 + Penalty 3813.019228 = -306989.954729
  nChanged 19
		SP:Iteration 7Q (5546.350000 sec): 3 clusters
  Score: Raw -310813.981025 + Penalty 3813.019228 = -307000.961797
  nChanged 10
		SP:Iteration 8Q (5546.350000 sec): 3 clusters
  Score: Raw -310821.664400 + Penalty 3813.019228 = -307008.645172
  nChanged 11
		SP:Iteration 9Q (5546.360000 sec): 3 clusters
  Score: Raw -310829.752720 + Penalty 3813.019228 = -307016.733492
  nChanged 11
		SP:Iteration 10Q (5546.370000 sec): 3 clusters
  Score: Raw -310838.064162 + Penalty 3813.019228 = -307025.044934
  nChanged 5
		SP:Iteration 11Q (5546.380000 sec): 3 clusters
  Score: Raw -310840.976494 + Penalty 3813.019228 = -307027.957266
  nChanged 6
		SP:Iteration 12Q (5546.380000 sec): 3 clusters
  Score: Raw -310846.211618 + Penalty 3813.019228 = -307033.192390
  nChanged 7
		SP:Iteration 13Q (5546.390000 sec): 3 clusters
  Score: Raw -310848.913816 + Penalty 3813.019228 = -307035.894588
  nChanged 1
		SP:Iteration 14Q (5546.400000 sec): 3 clusters
  Score: Raw -310849.320081 + Penalty 3813.019228 = -307036.300853
  nChanged 4
		SP:Iteration 15Q (5546.410000 sec): 3 clusters
  Score: Raw -310850.624388 + Penalty 3813.019228 = -307037.605160
  nChanged 6
		SP:Iteration 16Q (5546.410000 sec): 3 clusters
  Score: Raw -310853.468260 + Penalty 3813.019228 = -307040.449032
  nChanged 2
		SP:Iteration 17Q (5546.420000 sec): 3 clusters
  Score: Raw -310855.146776 + Penalty 3813.019228 = -307042.127548
  nChanged 2
		SP:Iteration 18Q (5546.430000 sec): 3 clusters
  Score: Raw -310855.966529 + Penalty 3813.019228 = -307042.947301
  nChanged 1
		SP:Iteration 19Q (5546.440000 sec): 3 clusters
  Score: Raw -310856.287915 + Penalty 3813.019228 = -307043.268687
  nChanged 0
		SP:Iteration 20F (5546.450000 sec): 3 clusters
  Score: Raw -310856.287915 + Penalty 3813.019228 = -307043.268687
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31637 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5546.550000 sec): 2 clusters
  Score: Raw -4620785.613031 + Penalty 2569.796485 = -4618215.816546
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5546.670000 sec): 3 clusters
  Score: Raw -4601631.757045 + Penalty 5139.592970 = -4596492.164075
  nChanged 14336
		SP:Iteration 1F (5546.780000 sec): 3 clusters
  Score: Raw -4609687.371999 + Penalty 5139.592970 = -4604547.779029
  nChanged 1525
		SP:Iteration 2Q (5546.890000 sec): 3 clusters
  Score: Raw -4610314.112355 + Penalty 5139.592970 = -4605174.519385
  nChanged 1518
		SP:Iteration 3Q (5547.010000 sec): 3 clusters
  Score: Raw -4611073.126864 + Penalty 5139.592970 = -4605933.533894
  nChanged 1556
		SP:Iteration 4Q (5547.130000 sec): 3 clusters
  Score: Raw -4612012.854284 + Penalty 5139.592970 = -4606873.261314
  nChanged 1586
		SP:Iteration 5F (5547.250000 sec): 3 clusters
  Score: Raw -4613083.022699 + Penalty 5139.592970 = -4607943.429729
  nChanged 1635
		SP:Iteration 6F (5547.370000 sec): 3 clusters
  Score: Raw -4614184.061441 + Penalty 5139.592970 = -4609044.468471
  nChanged 1596
		SP:Iteration 7F (5547.480000 sec): 3 clusters
  Score: Raw -4615261.987779 + Penalty 5139.592970 = -4610122.394809
  nChanged 1524
		SP:Iteration 8Q (5547.600000 sec): 3 clusters
  Score: Raw -4616306.277800 + Penalty 5139.592970 = -4611166.684830
  nChanged 1394
		SP:Iteration 9Q (5547.710000 sec): 3 clusters
  Score: Raw -4617277.764328 + Penalty 5139.592970 = -4612138.171358
  nChanged 1244
		SP:Iteration 10Q (5547.820000 sec): 3 clusters
  Score: Raw -4618089.832348 + Penalty 5139.592970 = -4612950.239378
  nChanged 1063
		SP:Iteration 11Q (5547.930000 sec): 3 clusters
  Score: Raw -4618766.739980 + Penalty 5139.592970 = -4613627.147010
  nChanged 918
		SP:Iteration 12Q (5548.030000 sec): 3 clusters
  Score: Raw -4619328.114949 + Penalty 5139.592970 = -4614188.521979
  nChanged 724
		SP:Iteration 13Q (5548.130000 sec): 3 clusters
  Score: Raw -4619759.733603 + Penalty 5139.592970 = -4614620.140633
  nChanged 544
		SP:Iteration 14Q (5548.230000 sec): 3 clusters
  Score: Raw -4620072.534919 + Penalty 5139.592970 = -4614932.941949
  nChanged 435
		SP:Iteration 15Q (5548.320000 sec): 3 clusters
  Score: Raw -4620333.424824 + Penalty 5139.592970 = -4615193.831854
  nChanged 334
		SP:Iteration 16Q (5548.410000 sec): 3 clusters
  Score: Raw -4620515.879741 + Penalty 5139.592970 = -4615376.286771
  nChanged 269
		SP:Iteration 17Q (5548.510000 sec): 3 clusters
  Score: Raw -4620670.610995 + Penalty 5139.592970 = -4615531.018025
  nChanged 198
		SP:Iteration 18Q (5548.590000 sec): 3 clusters
  Score: Raw -4620781.669917 + Penalty 5139.592970 = -4615642.076947
  nChanged 133
		SP:Iteration 19Q (5548.680000 sec): 3 clusters
  Score: Raw -4620858.617194 + Penalty 5139.592970 = -4615719.024224
  nChanged 114
		SP:Iteration 20F (5548.800000 sec): 3 clusters
  Score: Raw -4620920.176782 + Penalty 5139.592970 = -4615780.583812
  nChanged 86
		SP:Iteration 21Q (5548.890000 sec): 3 clusters
  Score: Raw -4620963.106801 + Penalty 5139.592970 = -4615823.513831
  nChanged 63
		SP:Iteration 22Q (5548.970000 sec): 3 clusters
  Score: Raw -4620993.555260 + Penalty 5139.592970 = -4615853.962290
  nChanged 53
		SP:Iteration 23Q (5549.050000 sec): 3 clusters
  Score: Raw -4621021.938198 + Penalty 5139.592970 = -4615882.345228
  nChanged 46
		SP:Iteration 24Q (5549.140000 sec): 3 clusters
  Score: Raw -4621044.788922 + Penalty 5139.592970 = -4615905.195952
  nChanged 31
		SP:Iteration 25Q (5549.230000 sec): 3 clusters
  Score: Raw -4621062.051547 + Penalty 5139.592970 = -4615922.458577
  nChanged 33
		SP:Iteration 26Q (5549.310000 sec): 3 clusters
  Score: Raw -4621083.202725 + Penalty 5139.592970 = -4615943.609755
  nChanged 25
		SP:Iteration 27Q (5549.390000 sec): 3 clusters
  Score: Raw -4621096.951580 + Penalty 5139.592970 = -4615957.358610
  nChanged 24
		SP:Iteration 28Q (5549.480000 sec): 3 clusters
  Score: Raw -4621108.884738 + Penalty 5139.592970 = -4615969.291768
  nChanged 20
		SP:Iteration 29Q (5549.560000 sec): 3 clusters
  Score: Raw -4621119.612669 + Penalty 5139.592970 = -4615980.019699
  nChanged 16
		SP:Iteration 30Q (5549.650000 sec): 3 clusters
  Score: Raw -4621126.421774 + Penalty 5139.592970 = -4615986.828804
  nChanged 9
		SP:Iteration 31Q (5549.730000 sec): 3 clusters
  Score: Raw -4621130.284014 + Penalty 5139.592970 = -4615990.691044
  nChanged 6
		SP:Iteration 32Q (5549.820000 sec): 3 clusters
  Score: Raw -4621133.295787 + Penalty 5139.592970 = -4615993.702817
  nChanged 5
		SP:Iteration 33Q (5549.900000 sec): 3 clusters
  Score: Raw -4621135.095754 + Penalty 5139.592970 = -4615995.502784
  nChanged 5
		SP:Iteration 34Q (5549.990000 sec): 3 clusters
  Score: Raw -4621138.267009 + Penalty 5139.592970 = -4615998.674039
  nChanged 5
		SP:Iteration 35Q (5550.070000 sec): 3 clusters
  Score: Raw -4621140.822779 + Penalty 5139.592970 = -4616001.229809
  nChanged 9
		SP:Iteration 36Q (5550.150000 sec): 3 clusters
  Score: Raw -4621145.394465 + Penalty 5139.592970 = -4616005.801495
  nChanged 10
		SP:Iteration 37Q (5550.230000 sec): 3 clusters
  Score: Raw -4621151.926833 + Penalty 5139.592970 = -4616012.333863
  nChanged 6
		SP:Iteration 38Q (5550.310000 sec): 3 clusters
  Score: Raw -4621154.498169 + Penalty 5139.592970 = -4616014.905199
  nChanged 4
		SP:Iteration 39Q (5550.400000 sec): 3 clusters
  Score: Raw -4621156.420821 + Penalty 5139.592970 = -4616016.827852
  nChanged 4
		SP:Iteration 40F (5550.510000 sec): 3 clusters
  Score: Raw -4621158.747278 + Penalty 5139.592970 = -4616019.154308
  nChanged 4
		SP:Iteration 41Q (5550.590000 sec): 3 clusters
  Score: Raw -4621160.990703 + Penalty 5139.592970 = -4616021.397733
  nChanged 2
		SP:Iteration 42Q (5550.670000 sec): 3 clusters
  Score: Raw -4621161.811909 + Penalty 5139.592970 = -4616022.218939
  nChanged 2
		SP:Iteration 43Q (5550.760000 sec): 3 clusters
  Score: Raw -4621162.463548 + Penalty 5139.592970 = -4616022.870578
  nChanged 2
		SP:Iteration 44Q (5550.840000 sec): 3 clusters
  Score: Raw -4621163.786195 + Penalty 5139.592970 = -4616024.193225
  nChanged 3
		SP:Iteration 45Q (5550.920000 sec): 3 clusters
  Score: Raw -4621166.043374 + Penalty 5139.592970 = -4616026.450404
  nChanged 4
		SP:Iteration 46Q (5551.000000 sec): 3 clusters
  Score: Raw -4621169.607377 + Penalty 5139.592970 = -4616030.014407
  nChanged 8
		SP:Iteration 47Q (5551.090000 sec): 3 clusters
  Score: Raw -4621174.936497 + Penalty 5139.592970 = -4616035.343527
  nChanged 9
		SP:Iteration 48Q (5551.170000 sec): 3 clusters
  Score: Raw -4621179.715316 + Penalty 5139.592970 = -4616040.122346
  nChanged 8
		SP:Iteration 49Q (5551.250000 sec): 3 clusters
  Score: Raw -4621185.398599 + Penalty 5139.592970 = -4616045.805629
  nChanged 4
		SP:Iteration 50Q (5551.330000 sec): 3 clusters
  Score: Raw -4621187.204871 + Penalty 5139.592970 = -4616047.611901
  nChanged 1
		SP:Iteration 51Q (5551.410000 sec): 3 clusters
  Score: Raw -4621187.471200 + Penalty 5139.592970 = -4616047.878230
  nChanged 0
		SP:Iteration 52F (5551.530000 sec): 3 clusters
  Score: Raw -4621187.471200 + Penalty 5139.592970 = -4616047.878230
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5551.840000 sec): 2 clusters
  Score: Raw -14347520.959619 + Penalty 2851.907604 = -14344669.052014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5552.210000 sec): 3 clusters
  Score: Raw -14284340.021313 + Penalty 5703.815209 = -14278636.206104
  nChanged 46367
		SP:Iteration 1F (5552.570000 sec): 3 clusters
  Score: Raw -14310997.680260 + Penalty 5703.815209 = -14305293.865051
  nChanged 3866
		SP:Iteration 2Q (5552.940000 sec): 3 clusters
  Score: Raw -14312298.155703 + Penalty 5703.815209 = -14306594.340494
  nChanged 4894
		SP:Iteration 3Q (5553.310000 sec): 3 clusters
  Score: Raw -14314625.447168 + Penalty 5703.815209 = -14308921.631959
  nChanged 6690
		SP:Iteration 4F (5553.680000 sec): 3 clusters
  Score: Raw -14318981.293255 + Penalty 5703.815209 = -14313277.478046
  nChanged 8586
		SP:Iteration 5F (5554.040000 sec): 3 clusters
  Score: Raw -14326094.534902 + Penalty 5703.815209 = -14320390.719694
  nChanged 9045
		SP:Iteration 6F (5554.400000 sec): 3 clusters
  Score: Raw -14334883.700431 + Penalty 5703.815209 = -14329179.885222
  nChanged 7082
		SP:Iteration 7F (5554.760000 sec): 3 clusters
  Score: Raw -14342079.653691 + Penalty 5703.815209 = -14336375.838483
  nChanged 3726
		SP:Iteration 8Q (5555.110000 sec): 3 clusters
  Score: Raw -14345655.730070 + Penalty 5703.815209 = -14339951.914861
  nChanged 1487
		SP:Iteration 9Q (5555.420000 sec): 3 clusters
  Score: Raw -14346990.711775 + Penalty 5703.815209 = -14341286.896566
  nChanged 527
		SP:Iteration 10Q (5555.700000 sec): 3 clusters
  Score: Raw -14347498.529814 + Penalty 5703.815209 = -14341794.714606
  nChanged 210
		SP:Iteration 11Q (5555.970000 sec): 3 clusters
  Score: Raw -14347714.212635 + Penalty 5703.815209 = -14342010.397426
  nChanged 84
		SP:Iteration 12Q (5556.230000 sec): 3 clusters
  Score: Raw -14347811.050082 + Penalty 5703.815209 = -14342107.234873
  nChanged 45
		SP:Iteration 13Q (5556.490000 sec): 3 clusters
  Score: Raw -14347857.876653 + Penalty 5703.815209 = -14342154.061445
  nChanged 24
		SP:Iteration 14Q (5556.740000 sec): 3 clusters
  Score: Raw -14347883.320466 + Penalty 5703.815209 = -14342179.505257
  nChanged 18
		SP:Iteration 15Q (5556.990000 sec): 3 clusters
  Score: Raw -14347910.210923 + Penalty 5703.815209 = -14342206.395714
  nChanged 21
		SP:Iteration 16Q (5557.250000 sec): 3 clusters
  Score: Raw -14347946.727135 + Penalty 5703.815209 = -14342242.911926
  nChanged 17
		SP:Iteration 17Q (5557.500000 sec): 3 clusters
  Score: Raw -14347967.788502 + Penalty 5703.815209 = -14342263.973293
  nChanged 10
		SP:Iteration 18Q (5557.750000 sec): 3 clusters
  Score: Raw -14347980.419327 + Penalty 5703.815209 = -14342276.604118
  nChanged 9
		SP:Iteration 19Q (5558.000000 sec): 3 clusters
  Score: Raw -14347989.375728 + Penalty 5703.815209 = -14342285.560519
  nChanged 5
		SP:Iteration 20F (5558.360000 sec): 3 clusters
  Score: Raw -14347996.073239 + Penalty 5703.815209 = -14342292.258030
  nChanged 3
		SP:Iteration 21Q (5558.610000 sec): 3 clusters
  Score: Raw -14348000.405359 + Penalty 5703.815209 = -14342296.590150
  nChanged 2
		SP:Iteration 22Q (5558.860000 sec): 3 clusters
  Score: Raw -14348002.118232 + Penalty 5703.815209 = -14342298.303023
  nChanged 0
		SP:Iteration 23F (5559.220000 sec): 3 clusters
  Score: Raw -14348002.118232 + Penalty 5703.815209 = -14342298.303023
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (35708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5559.350000 sec): 2 clusters
  Score: Raw -5539356.140882 + Penalty 2599.816248 = -5536756.324634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5559.480000 sec): 3 clusters
  Score: Raw -5517622.802923 + Penalty 5199.632496 = -5512423.170427
  nChanged 16177
		SP:Iteration 1F (5559.610000 sec): 3 clusters
  Score: Raw -5526432.788781 + Penalty 5199.632496 = -5521233.156285
  nChanged 1534
		SP:Iteration 2Q (5559.740000 sec): 3 clusters
  Score: Raw -5526900.937256 + Penalty 5199.632496 = -5521701.304760
  nChanged 1450
		SP:Iteration 3Q (5559.880000 sec): 3 clusters
  Score: Raw -5527350.230815 + Penalty 5199.632496 = -5522150.598319
  nChanged 1365
		SP:Iteration 4Q (5560.010000 sec): 3 clusters
  Score: Raw -5527784.352674 + Penalty 5199.632496 = -5522584.720178
  nChanged 1351
		SP:Iteration 5Q (5560.140000 sec): 3 clusters
  Score: Raw -5528263.556693 + Penalty 5199.632496 = -5523063.924197
  nChanged 1439
		SP:Iteration 6Q (5560.270000 sec): 3 clusters
  Score: Raw -5528878.608415 + Penalty 5199.632496 = -5523678.975919
  nChanged 1623
		SP:Iteration 7Q (5560.400000 sec): 3 clusters
  Score: Raw -5529699.307503 + Penalty 5199.632496 = -5524499.675007
  nChanged 1867
		SP:Iteration 8F (5560.530000 sec): 3 clusters
  Score: Raw -5530808.179337 + Penalty 5199.632496 = -5525608.546841
  nChanged 2230
		SP:Iteration 9F (5560.660000 sec): 3 clusters
  Score: Raw -5532371.116441 + Penalty 5199.632496 = -5527171.483945
  nChanged 2368
		SP:Iteration 10F (5560.790000 sec): 3 clusters
  Score: Raw -5534234.583129 + Penalty 5199.632496 = -5529034.950633
  nChanged 2212
		SP:Iteration 11F (5560.920000 sec): 3 clusters
  Score: Raw -5536113.890914 + Penalty 5199.632496 = -5530914.258418
  nChanged 1758
		SP:Iteration 12Q (5561.040000 sec): 3 clusters
  Score: Raw -5537689.564418 + Penalty 5199.632496 = -5532489.931922
  nChanged 1071
		SP:Iteration 13Q (5561.150000 sec): 3 clusters
  Score: Raw -5538663.195372 + Penalty 5199.632496 = -5533463.562876
  nChanged 561
		SP:Iteration 14Q (5561.260000 sec): 3 clusters
  Score: Raw -5539193.443902 + Penalty 5199.632496 = -5533993.811406
  nChanged 213
		SP:Iteration 15Q (5561.350000 sec): 3 clusters
  Score: Raw -5539397.284663 + Penalty 5199.632496 = -5534197.652167
  nChanged 95
		SP:Iteration 16Q (5561.450000 sec): 3 clusters
  Score: Raw -5539500.209007 + Penalty 5199.632496 = -5534300.576511
  nChanged 45
		SP:Iteration 17Q (5561.540000 sec): 3 clusters
  Score: Raw -5539550.232585 + Penalty 5199.632496 = -5534350.600089
  nChanged 20
		SP:Iteration 18Q (5561.630000 sec): 3 clusters
  Score: Raw -5539572.586162 + Penalty 5199.632496 = -5534372.953666
  nChanged 14
		SP:Iteration 19Q (5561.720000 sec): 3 clusters
  Score: Raw -5539586.174396 + Penalty 5199.632496 = -5534386.541900
  nChanged 9
		SP:Iteration 20F (5561.850000 sec): 3 clusters
  Score: Raw -5539594.961057 + Penalty 5199.632496 = -5534395.328561
  nChanged 7
		SP:Iteration 21Q (5561.940000 sec): 3 clusters
  Score: Raw -5539601.924693 + Penalty 5199.632496 = -5534402.292197
  nChanged 2
		SP:Iteration 22Q (5562.030000 sec): 3 clusters
  Score: Raw -5539604.557863 + Penalty 5199.632496 = -5534404.925367
  nChanged 3
		SP:Iteration 23Q (5562.120000 sec): 3 clusters
  Score: Raw -5539610.479934 + Penalty 5199.632496 = -5534410.847438
  nChanged 1
		SP:Iteration 24Q (5562.210000 sec): 3 clusters
  Score: Raw -5539611.282139 + Penalty 5199.632496 = -5534411.649643
  nChanged 1
		SP:Iteration 25Q (5562.300000 sec): 3 clusters
  Score: Raw -5539612.134669 + Penalty 5199.632496 = -5534412.502173
  nChanged 0
		SP:Iteration 26F (5562.430000 sec): 3 clusters
  Score: Raw -5539612.134669 + Penalty 5199.632496 = -5534412.502173
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5562.750000 sec): 2 clusters
  Score: Raw -14576585.958374 + Penalty 2851.900065 = -14573734.058309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5563.110000 sec): 3 clusters
  Score: Raw -14513267.021653 + Penalty 5703.800129 = -14507563.221524
  nChanged 46753
		SP:Iteration 1F (5563.480000 sec): 3 clusters
  Score: Raw -14539365.165180 + Penalty 5703.800129 = -14533661.365051
  nChanged 2940
		SP:Iteration 2Q (5563.850000 sec): 3 clusters
  Score: Raw -14539950.407804 + Penalty 5703.800129 = -14534246.607675
  nChanged 2805
		SP:Iteration 3Q (5564.230000 sec): 3 clusters
  Score: Raw -14540520.958258 + Penalty 5703.800129 = -14534817.158129
  nChanged 2808
		SP:Iteration 4Q (5564.600000 sec): 3 clusters
  Score: Raw -14541105.276710 + Penalty 5703.800129 = -14535401.476581
  nChanged 2862
		SP:Iteration 5Q (5564.970000 sec): 3 clusters
  Score: Raw -14541729.644260 + Penalty 5703.800129 = -14536025.844131
  nChanged 2962
		SP:Iteration 6Q (5565.340000 sec): 3 clusters
  Score: Raw -14542475.016296 + Penalty 5703.800129 = -14536771.216166
  nChanged 3373
		SP:Iteration 7Q (5565.720000 sec): 3 clusters
  Score: Raw -14543483.387310 + Penalty 5703.800129 = -14537779.587181
  nChanged 3983
		SP:Iteration 8Q (5566.090000 sec): 3 clusters
  Score: Raw -14544911.764356 + Penalty 5703.800129 = -14539207.964226
  nChanged 4687
		SP:Iteration 9Q (5566.470000 sec): 3 clusters
  Score: Raw -14546931.102712 + Penalty 5703.800129 = -14541227.302583
  nChanged 5390
		SP:Iteration 10F (5566.830000 sec): 3 clusters
  Score: Raw -14549744.771288 + Penalty 5703.800129 = -14544040.971159
  nChanged 6171
		SP:Iteration 11F (5567.200000 sec): 3 clusters
  Score: Raw -14553620.240575 + Penalty 5703.800129 = -14547916.440446
  nChanged 6561
		SP:Iteration 12F (5567.560000 sec): 3 clusters
  Score: Raw -14558308.113263 + Penalty 5703.800129 = -14552604.313133
  nChanged 6425
		SP:Iteration 13F (5567.920000 sec): 3 clusters
  Score: Raw -14563417.430685 + Penalty 5703.800129 = -14557713.630556
  nChanged 5630
		SP:Iteration 14F (5568.290000 sec): 3 clusters
  Score: Raw -14568092.583870 + Penalty 5703.800129 = -14562388.783740
  nChanged 4185
		SP:Iteration 15Q (5568.650000 sec): 3 clusters
  Score: Raw -14571650.591505 + Penalty 5703.800129 = -14565946.791375
  nChanged 2766
		SP:Iteration 16Q (5568.980000 sec): 3 clusters
  Score: Raw -14573894.291182 + Penalty 5703.800129 = -14568190.491053
  nChanged 1635
		SP:Iteration 17Q (5569.290000 sec): 3 clusters
  Score: Raw -14575183.296919 + Penalty 5703.800129 = -14569479.496789
  nChanged 973
		SP:Iteration 18Q (5569.590000 sec): 3 clusters
  Score: Raw -14575925.223854 + Penalty 5703.800129 = -14570221.423725
  nChanged 519
		SP:Iteration 19Q (5569.860000 sec): 3 clusters
  Score: Raw -14576304.798627 + Penalty 5703.800129 = -14570600.998498
  nChanged 320
		SP:Iteration 20F (5570.220000 sec): 3 clusters
  Score: Raw -14576525.322507 + Penalty 5703.800129 = -14570821.522378
  nChanged 197
		SP:Iteration 21Q (5570.480000 sec): 3 clusters
  Score: Raw -14576653.730774 + Penalty 5703.800129 = -14570949.930644
  nChanged 147
		SP:Iteration 22Q (5570.740000 sec): 3 clusters
  Score: Raw -14576753.844038 + Penalty 5703.800129 = -14571050.043908
  nChanged 104
		SP:Iteration 23Q (5571.000000 sec): 3 clusters
  Score: Raw -14576830.283573 + Penalty 5703.800129 = -14571126.483444
  nChanged 86
		SP:Iteration 24Q (5571.250000 sec): 3 clusters
  Score: Raw -14576891.368651 + Penalty 5703.800129 = -14571187.568522
  nChanged 59
		SP:Iteration 25Q (5571.510000 sec): 3 clusters
  Score: Raw -14576932.303136 + Penalty 5703.800129 = -14571228.503007
  nChanged 40
		SP:Iteration 26Q (5571.760000 sec): 3 clusters
  Score: Raw -14576958.179955 + Penalty 5703.800129 = -14571254.379826
  nChanged 27
		SP:Iteration 27Q (5572.020000 sec): 3 clusters
  Score: Raw -14576976.128894 + Penalty 5703.800129 = -14571272.328765
  nChanged 18
		SP:Iteration 28Q (5572.270000 sec): 3 clusters
  Score: Raw -14576983.951197 + Penalty 5703.800129 = -14571280.151068
  nChanged 15
		SP:Iteration 29Q (5572.520000 sec): 3 clusters
  Score: Raw -14576992.946160 + Penalty 5703.800129 = -14571289.146031
  nChanged 10
		SP:Iteration 30Q (5572.780000 sec): 3 clusters
  Score: Raw -14576999.101679 + Penalty 5703.800129 = -14571295.301550
  nChanged 13
		SP:Iteration 31Q (5573.030000 sec): 3 clusters
  Score: Raw -14577007.180669 + Penalty 5703.800129 = -14571303.380540
  nChanged 8
		SP:Iteration 32Q (5573.280000 sec): 3 clusters
  Score: Raw -14577011.265119 + Penalty 5703.800129 = -14571307.464989
  nChanged 4
		SP:Iteration 33Q (5573.530000 sec): 3 clusters
  Score: Raw -14577013.474860 + Penalty 5703.800129 = -14571309.674731
  nChanged 7
		SP:Iteration 34Q (5573.780000 sec): 3 clusters
  Score: Raw -14577016.208671 + Penalty 5703.800129 = -14571312.408542
  nChanged 6
		SP:Iteration 35Q (5574.040000 sec): 3 clusters
  Score: Raw -14577020.028401 + Penalty 5703.800129 = -14571316.228272
  nChanged 3
		SP:Iteration 36Q (5574.290000 sec): 3 clusters
  Score: Raw -14577021.768899 + Penalty 5703.800129 = -14571317.968770
  nChanged 3
		SP:Iteration 37Q (5574.540000 sec): 3 clusters
  Score: Raw -14577023.879669 + Penalty 5703.800129 = -14571320.079539
  nChanged 3
		SP:Iteration 38Q (5574.790000 sec): 3 clusters
  Score: Raw -14577025.560538 + Penalty 5703.800129 = -14571321.760408
  nChanged 1
		SP:Iteration 39Q (5575.050000 sec): 3 clusters
  Score: Raw -14577026.836228 + Penalty 5703.800129 = -14571323.036099
  nChanged 1
		SP:Iteration 40F (5575.410000 sec): 3 clusters
  Score: Raw -14577027.469007 + Penalty 5703.800129 = -14571323.668878
  nChanged 3
		SP:Iteration 41Q (5575.660000 sec): 3 clusters
  Score: Raw -14577028.904337 + Penalty 5703.800129 = -14571325.104207
  nChanged 1
		SP:Iteration 42Q (5575.910000 sec): 3 clusters
  Score: Raw -14577029.516146 + Penalty 5703.800129 = -14571325.716017
  nChanged 0
		SP:Iteration 43F (5576.270000 sec): 3 clusters
  Score: Raw -14577029.516146 + Penalty 5703.800129 = -14571325.716017
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5576.310000 sec): 2 clusters
  Score: Raw -45040.769262 + Penalty 1466.548745 = -43574.220517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5576.310000 sec): 3 clusters
  Score: Raw -45342.084219 + Penalty 2933.097491 = -42408.986728
  nChanged 84
		SP:Iteration 1F (5576.310000 sec): 3 clusters
  Score: Raw -45949.879262 + Penalty 2933.097491 = -43016.781771
  nChanged 25
		SP:Iteration 2F (5576.310000 sec): 3 clusters
  Score: Raw -46138.911610 + Penalty 2933.097491 = -43205.814119
  nChanged 14
		SP:Iteration 3Q (5576.310000 sec): 3 clusters
  Score: Raw -46261.473115 + Penalty 2933.097491 = -43328.375624
  nChanged 11
		SP:Iteration 4Q (5576.310000 sec): 3 clusters
  Score: Raw -46394.062419 + Penalty 2933.097491 = -43460.964928
  nChanged 16
		SP:Iteration 5Q (5576.310000 sec): 3 clusters
  Score: Raw -46535.684522 + Penalty 2933.097491 = -43602.587031
  nChanged 17
		SP:Iteration 6Q (5576.310000 sec): 3 clusters
  Score: Raw -46687.848271 + Penalty 2933.097491 = -43754.750780
  nChanged 16
		SP:Iteration 7Q (5576.320000 sec): 3 clusters
  Score: Raw -46968.538605 + Penalty 2933.097491 = -44035.441114
  nChanged 18
		SP:Iteration 8Q (5576.320000 sec): 3 clusters
  Score: Raw -47404.883133 + Penalty 2933.097491 = -44471.785643
  nChanged 12
		SP:Iteration 9Q (5576.320000 sec): 3 clusters
  Score: Raw -47592.057311 + Penalty 2933.097491 = -44658.959820
  nChanged 8
		SP:Iteration 10Q (5576.320000 sec): 3 clusters
  Score: Raw -47729.604431 + Penalty 2933.097491 = -44796.506940
  nChanged 4
		SP:Iteration 11Q (5576.320000 sec): 3 clusters
  Score: Raw -47753.507327 + Penalty 2933.097491 = -44820.409837
  nChanged 2
		SP:Iteration 12Q (5576.320000 sec): 3 clusters
  Score: Raw -47782.186976 + Penalty 2933.097491 = -44849.089485
  nChanged 2
		SP:Iteration 13Q (5576.320000 sec): 3 clusters
  Score: Raw -47823.576062 + Penalty 2933.097491 = -44890.478571
  nChanged 2
		SP:Iteration 14Q (5576.320000 sec): 3 clusters
  Score: Raw -47875.005616 + Penalty 2933.097491 = -44941.908126
  nChanged 0
		SP:Iteration 15F (5576.330000 sec): 3 clusters
  Score: Raw -47875.005616 + Penalty 2933.097491 = -44941.908126
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 35.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5576.500000 sec): 2 clusters
  Score: Raw -7505841.324569 + Penalty 2688.760096 = -7503152.564473
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5576.690000 sec): 3 clusters
  Score: Raw -7474082.290056 + Penalty 5377.520193 = -7468704.769863
  nChanged 23702
		SP:Iteration 1F (5576.870000 sec): 3 clusters
  Score: Raw -7487324.359048 + Penalty 5377.520193 = -7481946.838855
  nChanged 1876
		SP:Iteration 2Q (5577.070000 sec): 3 clusters
  Score: Raw -7487768.682681 + Penalty 5377.520193 = -7482391.162488
  nChanged 1705
		SP:Iteration 3Q (5577.260000 sec): 3 clusters
  Score: Raw -7488152.180893 + Penalty 5377.520193 = -7482774.660700
  nChanged 1563
		SP:Iteration 4Q (5577.450000 sec): 3 clusters
  Score: Raw -7488536.887610 + Penalty 5377.520193 = -7483159.367417
  nChanged 1676
		SP:Iteration 5Q (5577.640000 sec): 3 clusters
  Score: Raw -7489010.284528 + Penalty 5377.520193 = -7483632.764336
  nChanged 1878
		SP:Iteration 6Q (5577.830000 sec): 3 clusters
  Score: Raw -7489643.754053 + Penalty 5377.520193 = -7484266.233860
  nChanged 2213
		SP:Iteration 7Q (5578.020000 sec): 3 clusters
  Score: Raw -7490563.437709 + Penalty 5377.520193 = -7485185.917516
  nChanged 2592
		SP:Iteration 8F (5578.210000 sec): 3 clusters
  Score: Raw -7491822.705812 + Penalty 5377.520193 = -7486445.185619
  nChanged 2888
		SP:Iteration 9F (5578.390000 sec): 3 clusters
  Score: Raw -7493391.002015 + Penalty 5377.520193 = -7488013.481822
  nChanged 3006
		SP:Iteration 10F (5578.580000 sec): 3 clusters
  Score: Raw -7495178.713853 + Penalty 5377.520193 = -7489801.193660
  nChanged 2819
		SP:Iteration 11F (5578.770000 sec): 3 clusters
  Score: Raw -7496968.822439 + Penalty 5377.520193 = -7491591.302246
  nChanged 2586
		SP:Iteration 12F (5578.950000 sec): 3 clusters
  Score: Raw -7498691.582882 + Penalty 5377.520193 = -7493314.062689
  nChanged 2212
		SP:Iteration 13Q (5579.140000 sec): 3 clusters
  Score: Raw -7500285.025408 + Penalty 5377.520193 = -7494907.505215
  nChanged 1869
		SP:Iteration 14Q (5579.330000 sec): 3 clusters
  Score: Raw -7501699.071176 + Penalty 5377.520193 = -7496321.550983
  nChanged 1533
		SP:Iteration 15Q (5579.500000 sec): 3 clusters
  Score: Raw -7502931.575307 + Penalty 5377.520193 = -7497554.055114
  nChanged 1230
		SP:Iteration 16Q (5579.670000 sec): 3 clusters
  Score: Raw -7503889.371681 + Penalty 5377.520193 = -7498511.851489
  nChanged 850
		SP:Iteration 17Q (5579.830000 sec): 3 clusters
  Score: Raw -7504554.039654 + Penalty 5377.520193 = -7499176.519461
  nChanged 609
		SP:Iteration 18Q (5579.980000 sec): 3 clusters
  Score: Raw -7505003.780979 + Penalty 5377.520193 = -7499626.260786
  nChanged 456
		SP:Iteration 19Q (5580.120000 sec): 3 clusters
  Score: Raw -7505351.606051 + Penalty 5377.520193 = -7499974.085858
  nChanged 312
		SP:Iteration 20F (5580.310000 sec): 3 clusters
  Score: Raw -7505583.447943 + Penalty 5377.520193 = -7500205.927750
  nChanged 200
		SP:Iteration 21Q (5580.440000 sec): 3 clusters
  Score: Raw -7505729.773107 + Penalty 5377.520193 = -7500352.252914
  nChanged 150
		SP:Iteration 22Q (5580.570000 sec): 3 clusters
  Score: Raw -7505841.590682 + Penalty 5377.520193 = -7500464.070489
  nChanged 98
		SP:Iteration 23Q (5580.710000 sec): 3 clusters
  Score: Raw -7505925.004877 + Penalty 5377.520193 = -7500547.484684
  nChanged 81
		SP:Iteration 24Q (5580.840000 sec): 3 clusters
  Score: Raw -7505997.085795 + Penalty 5377.520193 = -7500619.565602
  nChanged 63
		SP:Iteration 25Q (5580.970000 sec): 3 clusters
  Score: Raw -7506056.433436 + Penalty 5377.520193 = -7500678.913243
  nChanged 51
		SP:Iteration 26Q (5581.100000 sec): 3 clusters
  Score: Raw -7506108.087972 + Penalty 5377.520193 = -7500730.567779
  nChanged 37
		SP:Iteration 27Q (5581.230000 sec): 3 clusters
  Score: Raw -7506142.329609 + Penalty 5377.520193 = -7500764.809416
  nChanged 26
		SP:Iteration 28Q (5581.360000 sec): 3 clusters
  Score: Raw -7506165.225027 + Penalty 5377.520193 = -7500787.704834
  nChanged 22
		SP:Iteration 29Q (5581.490000 sec): 3 clusters
  Score: Raw -7506184.630316 + Penalty 5377.520193 = -7500807.110123
  nChanged 19
		SP:Iteration 30Q (5581.620000 sec): 3 clusters
  Score: Raw -7506199.835281 + Penalty 5377.520193 = -7500822.315088
  nChanged 16
		SP:Iteration 31Q (5581.750000 sec): 3 clusters
  Score: Raw -7506212.922408 + Penalty 5377.520193 = -7500835.402215
  nChanged 8
		SP:Iteration 32Q (5581.870000 sec): 3 clusters
  Score: Raw -7506222.425650 + Penalty 5377.520193 = -7500844.905457
  nChanged 8
		SP:Iteration 33Q (5582.000000 sec): 3 clusters
  Score: Raw -7506229.376168 + Penalty 5377.520193 = -7500851.855975
  nChanged 4
		SP:Iteration 34Q (5582.130000 sec): 3 clusters
  Score: Raw -7506233.897479 + Penalty 5377.520193 = -7500856.377286
  nChanged 3
		SP:Iteration 35Q (5582.260000 sec): 3 clusters
  Score: Raw -7506238.348181 + Penalty 5377.520193 = -7500860.827988
  nChanged 4
		SP:Iteration 36Q (5582.390000 sec): 3 clusters
  Score: Raw -7506242.740484 + Penalty 5377.520193 = -7500865.220291
  nChanged 5
		SP:Iteration 37Q (5582.510000 sec): 3 clusters
  Score: Raw -7506246.827807 + Penalty 5377.520193 = -7500869.307614
  nChanged 5
		SP:Iteration 38Q (5582.650000 sec): 3 clusters
  Score: Raw -7506251.375368 + Penalty 5377.520193 = -7500873.855175
  nChanged 4
		SP:Iteration 39Q (5582.770000 sec): 3 clusters
  Score: Raw -7506255.422825 + Penalty 5377.520193 = -7500877.902632
  nChanged 2
		SP:Iteration 40F (5582.960000 sec): 3 clusters
  Score: Raw -7506257.038903 + Penalty 5377.520193 = -7500879.518710
  nChanged 2
		SP:Iteration 41Q (5583.090000 sec): 3 clusters
  Score: Raw -7506258.158513 + Penalty 5377.520193 = -7500880.638321
  nChanged 0
		SP:Iteration 42F (5583.270000 sec): 3 clusters
  Score: Raw -7506258.158513 + Penalty 5377.520193 = -7500880.638321
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5583.300000 sec): 2 clusters
  Score: Raw -61642.359494 + Penalty 1516.193181 = -60126.166314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5583.300000 sec): 3 clusters
  Score: Raw -61871.875936 + Penalty 3032.386361 = -58839.489575
  nChanged 90
		SP:Iteration 1F (5583.300000 sec): 3 clusters
  Score: Raw -62117.089762 + Penalty 3032.386361 = -59084.703401
  nChanged 40
		SP:Iteration 2F (5583.300000 sec): 3 clusters
  Score: Raw -62285.622146 + Penalty 3032.386361 = -59253.235785
  nChanged 37
		SP:Iteration 3F (5583.310000 sec): 3 clusters
  Score: Raw -62559.193188 + Penalty 3032.386361 = -59526.806827
  nChanged 30
		SP:Iteration 4F (5583.310000 sec): 3 clusters
  Score: Raw -62774.169856 + Penalty 3032.386361 = -59741.783495
  nChanged 25
		SP:Iteration 5F (5583.310000 sec): 3 clusters
  Score: Raw -63077.791348 + Penalty 3032.386361 = -60045.404987
  nChanged 22
		SP:Iteration 6Q (5583.310000 sec): 3 clusters
  Score: Raw -63295.356317 + Penalty 3032.386361 = -60262.969956
  nChanged 10
		SP:Iteration 7Q (5583.310000 sec): 3 clusters
  Score: Raw -63376.622799 + Penalty 3032.386361 = -60344.236438
  nChanged 5
		SP:Iteration 8Q (5583.310000 sec): 3 clusters
  Score: Raw -63407.272227 + Penalty 3032.386361 = -60374.885866
  nChanged 3
		SP:Iteration 9Q (5583.310000 sec): 3 clusters
  Score: Raw -63436.236551 + Penalty 3032.386361 = -60403.850190
  nChanged 4
		SP:Iteration 10Q (5583.310000 sec): 3 clusters
  Score: Raw -63458.405934 + Penalty 3032.386361 = -60426.019573
  nChanged 1
		SP:Iteration 11Q (5583.310000 sec): 3 clusters
  Score: Raw -63464.777568 + Penalty 3032.386361 = -60432.391207
  nChanged 0
		SP:Iteration 12F (5583.320000 sec): 3 clusters
  Score: Raw -63464.777568 + Penalty 3032.386361 = -60432.391207
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 36.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5583.320000 sec): 2 clusters
  Score: Raw -68373.416664 + Penalty 1528.502071 = -66844.914592
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5583.330000 sec): 3 clusters
  Score: Raw -68397.494779 + Penalty 3057.004143 = -65340.490637
  nChanged 84
		SP:Iteration 1F (5583.330000 sec): 3 clusters
  Score: Raw -68577.554544 + Penalty 3057.004143 = -65520.550401
  nChanged 11
		SP:Iteration 2Q (5583.330000 sec): 3 clusters
  Score: Raw -68600.004070 + Penalty 3057.004143 = -65542.999927
  nChanged 9
		SP:Iteration 3Q (5583.330000 sec): 3 clusters
  Score: Raw -68620.294728 + Penalty 3057.004143 = -65563.290585
  nChanged 4
		SP:Iteration 4Q (5583.330000 sec): 3 clusters
  Score: Raw -68628.885049 + Penalty 3057.004143 = -65571.880906
  nChanged 6
		SP:Iteration 5Q (5583.330000 sec): 3 clusters
  Score: Raw -68642.949135 + Penalty 3057.004143 = -65585.944993
  nChanged 4
		SP:Iteration 6Q (5583.330000 sec): 3 clusters
  Score: Raw -68648.449046 + Penalty 3057.004143 = -65591.444903
  nChanged 2
		SP:Iteration 7Q (5583.340000 sec): 3 clusters
  Score: Raw -68652.812008 + Penalty 3057.004143 = -65595.807865
  nChanged 6
		SP:Iteration 8Q (5583.340000 sec): 3 clusters
  Score: Raw -68666.193177 + Penalty 3057.004143 = -65609.189034
  nChanged 2
		SP:Iteration 9Q (5583.340000 sec): 3 clusters
  Score: Raw -68671.077961 + Penalty 3057.004143 = -65614.073818
  nChanged 1
		SP:Iteration 10Q (5583.340000 sec): 3 clusters
  Score: Raw -68673.403471 + Penalty 3057.004143 = -65616.399328
  nChanged 1
		SP:Iteration 11Q (5583.340000 sec): 3 clusters
  Score: Raw -68675.758332 + Penalty 3057.004143 = -65618.754189
  nChanged 1
		SP:Iteration 12Q (5583.350000 sec): 3 clusters
  Score: Raw -68677.854628 + Penalty 3057.004143 = -65620.850485
  nChanged 0
		SP:Iteration 13F (5583.350000 sec): 3 clusters
  Score: Raw -68677.854628 + Penalty 3057.004143 = -65620.850485
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (269310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5584.230000 sec): 2 clusters
  Score: Raw -39852363.477036 + Penalty 3100.897366 = -39849262.579670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5585.240000 sec): 3 clusters
  Score: Raw -39673833.049547 + Penalty 6201.794732 = -39667631.254815
  nChanged 130432
		SP:Iteration 1F (5586.230000 sec): 3 clusters
  Score: Raw -39750989.861141 + Penalty 6201.794732 = -39744788.066409
  nChanged 6418
		SP:Iteration 2Q (5587.250000 sec): 3 clusters
  Score: Raw -39752197.875728 + Penalty 6201.794732 = -39745996.080996
  nChanged 6875
		SP:Iteration 3Q (5588.270000 sec): 3 clusters
  Score: Raw -39753816.327572 + Penalty 6201.794732 = -39747614.532840
  nChanged 8428
		SP:Iteration 4Q (5589.290000 sec): 3 clusters
  Score: Raw -39756509.607012 + Penalty 6201.794732 = -39750307.812280
  nChanged 11183
		SP:Iteration 5Q (5590.310000 sec): 3 clusters
  Score: Raw -39761523.814849 + Penalty 6201.794732 = -39755322.020117
  nChanged 16114
		SP:Iteration 6F (5591.300000 sec): 3 clusters
  Score: Raw -39771393.119737 + Penalty 6201.794732 = -39765191.325005
  nChanged 21819
		SP:Iteration 7F (5592.290000 sec): 3 clusters
  Score: Raw -39788651.010560 + Penalty 6201.794732 = -39782449.215828
  nChanged 25176
		SP:Iteration 8F (5593.280000 sec): 3 clusters
  Score: Raw -39812176.468335 + Penalty 6201.794732 = -39805974.673603
  nChanged 22025
		SP:Iteration 9F (5594.270000 sec): 3 clusters
  Score: Raw -39834054.649852 + Penalty 6201.794732 = -39827852.855120
  nChanged 12854
		SP:Iteration 10Q (5595.170000 sec): 3 clusters
  Score: Raw -39846452.121233 + Penalty 6201.794732 = -39840250.326501
  nChanged 4868
		SP:Iteration 11Q (5595.970000 sec): 3 clusters
  Score: Raw -39850848.298035 + Penalty 6201.794732 = -39844646.503303
  nChanged 1301
		SP:Iteration 12Q (5596.690000 sec): 3 clusters
  Score: Raw -39852034.920294 + Penalty 6201.794732 = -39845833.125562
  nChanged 351
		SP:Iteration 13Q (5597.390000 sec): 3 clusters
  Score: Raw -39852416.354247 + Penalty 6201.794732 = -39846214.559515
  nChanged 101
		SP:Iteration 14Q (5598.070000 sec): 3 clusters
  Score: Raw -39852549.281097 + Penalty 6201.794732 = -39846347.486365
  nChanged 42
		SP:Iteration 15Q (5598.750000 sec): 3 clusters
  Score: Raw -39852601.392905 + Penalty 6201.794732 = -39846399.598173
  nChanged 17
		SP:Iteration 16Q (5599.430000 sec): 3 clusters
  Score: Raw -39852627.721655 + Penalty 6201.794732 = -39846425.926923
  nChanged 10
		SP:Iteration 17Q (5600.110000 sec): 3 clusters
  Score: Raw -39852644.015816 + Penalty 6201.794732 = -39846442.221084
  nChanged 10
		SP:Iteration 18Q (5600.790000 sec): 3 clusters
  Score: Raw -39852658.888820 + Penalty 6201.794732 = -39846457.094088
  nChanged 9
		SP:Iteration 19Q (5601.470000 sec): 3 clusters
  Score: Raw -39852675.060864 + Penalty 6201.794732 = -39846473.266132
  nChanged 8
		SP:Iteration 20F (5602.440000 sec): 3 clusters
  Score: Raw -39852685.867242 + Penalty 6201.794732 = -39846484.072510
  nChanged 3
		SP:Iteration 21Q (5603.110000 sec): 3 clusters
  Score: Raw -39852692.465577 + Penalty 6201.794732 = -39846490.670845
  nChanged 4
		SP:Iteration 22Q (5603.790000 sec): 3 clusters
  Score: Raw -39852697.867701 + Penalty 6201.794732 = -39846496.072969
  nChanged 2
		SP:Iteration 23Q (5604.460000 sec): 3 clusters
  Score: Raw -39852702.129885 + Penalty 6201.794732 = -39846500.335153
  nChanged 2
		SP:Iteration 24Q (5605.130000 sec): 3 clusters
  Score: Raw -39852704.970302 + Penalty 6201.794732 = -39846503.175570
  nChanged 1
		SP:Iteration 25Q (5605.810000 sec): 3 clusters
  Score: Raw -39852705.606427 + Penalty 6201.794732 = -39846503.811695
  nChanged 0
		SP:Iteration 26F (5606.780000 sec): 3 clusters
  Score: Raw -39852705.606427 + Penalty 6201.794732 = -39846503.811695
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5606.980000 sec): 2 clusters
  Score: Raw -5128971.374178 + Penalty 2584.393408 = -5126386.980770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5607.100000 sec): 3 clusters
  Score: Raw -5108545.873969 + Penalty 5168.786817 = -5103377.087153
  nChanged 15321
		SP:Iteration 1F (5607.220000 sec): 3 clusters
  Score: Raw -5116862.059016 + Penalty 5168.786817 = -5111693.272200
  nChanged 1437
		SP:Iteration 2Q (5607.350000 sec): 3 clusters
  Score: Raw -5117250.592884 + Penalty 5168.786817 = -5112081.806067
  nChanged 1281
		SP:Iteration 3Q (5607.480000 sec): 3 clusters
  Score: Raw -5117565.915115 + Penalty 5168.786817 = -5112397.128298
  nChanged 1049
		SP:Iteration 4Q (5607.600000 sec): 3 clusters
  Score: Raw -5117821.075871 + Penalty 5168.786817 = -5112652.289054
  nChanged 969
		SP:Iteration 5Q (5607.730000 sec): 3 clusters
  Score: Raw -5118054.251192 + Penalty 5168.786817 = -5112885.464375
  nChanged 922
		SP:Iteration 6Q (5607.850000 sec): 3 clusters
  Score: Raw -5118281.325753 + Penalty 5168.786817 = -5113112.538937
  nChanged 930
		SP:Iteration 7Q (5607.980000 sec): 3 clusters
  Score: Raw -5118546.475683 + Penalty 5168.786817 = -5113377.688867
  nChanged 991
		SP:Iteration 8Q (5608.100000 sec): 3 clusters
  Score: Raw -5118832.981255 + Penalty 5168.786817 = -5113664.194439
  nChanged 1101
		SP:Iteration 9Q (5608.230000 sec): 3 clusters
  Score: Raw -5119219.705026 + Penalty 5168.786817 = -5114050.918209
  nChanged 1267
		SP:Iteration 10Q (5608.360000 sec): 3 clusters
  Score: Raw -5119795.250292 + Penalty 5168.786817 = -5114626.463475
  nChanged 1526
		SP:Iteration 11Q (5608.480000 sec): 3 clusters
  Score: Raw -5120631.877847 + Penalty 5168.786817 = -5115463.091030
  nChanged 1737
		SP:Iteration 12F (5608.600000 sec): 3 clusters
  Score: Raw -5121779.332846 + Penalty 5168.786817 = -5116610.546029
  nChanged 1900
		SP:Iteration 13F (5608.730000 sec): 3 clusters
  Score: Raw -5123204.895894 + Penalty 5168.786817 = -5118036.109077
  nChanged 1932
		SP:Iteration 14F (5608.850000 sec): 3 clusters
  Score: Raw -5124653.022472 + Penalty 5168.786817 = -5119484.235655
  nChanged 1589
		SP:Iteration 15Q (5608.970000 sec): 3 clusters
  Score: Raw -5125633.248875 + Penalty 5168.786817 = -5120464.462058
  nChanged 1130
		SP:Iteration 16Q (5609.090000 sec): 3 clusters
  Score: Raw -5126125.921545 + Penalty 5168.786817 = -5120957.134728
  nChanged 682
		SP:Iteration 17Q (5609.210000 sec): 3 clusters
  Score: Raw -5126375.521757 + Penalty 5168.786817 = -5121206.734940
  nChanged 535
		SP:Iteration 18Q (5609.320000 sec): 3 clusters
  Score: Raw -5126575.981066 + Penalty 5168.786817 = -5121407.194250
  nChanged 469
		SP:Iteration 19Q (5609.440000 sec): 3 clusters
  Score: Raw -5126750.173777 + Penalty 5168.786817 = -5121581.386961
  nChanged 471
		SP:Iteration 20F (5609.560000 sec): 3 clusters
  Score: Raw -5126926.108135 + Penalty 5168.786817 = -5121757.321318
  nChanged 469
		SP:Iteration 21Q (5609.680000 sec): 3 clusters
  Score: Raw -5127098.424584 + Penalty 5168.786817 = -5121929.637767
  nChanged 480
		SP:Iteration 22Q (5609.790000 sec): 3 clusters
  Score: Raw -5127290.686073 + Penalty 5168.786817 = -5122121.899256
  nChanged 483
		SP:Iteration 23Q (5609.900000 sec): 3 clusters
  Score: Raw -5127495.264968 + Penalty 5168.786817 = -5122326.478151
  nChanged 449
		SP:Iteration 24Q (5610.010000 sec): 3 clusters
  Score: Raw -5127671.771696 + Penalty 5168.786817 = -5122502.984879
  nChanged 386
		SP:Iteration 25Q (5610.120000 sec): 3 clusters
  Score: Raw -5127809.778813 + Penalty 5168.786817 = -5122640.991996
  nChanged 341
		SP:Iteration 26Q (5610.220000 sec): 3 clusters
  Score: Raw -5127926.546439 + Penalty 5168.786817 = -5122757.759622
  nChanged 337
		SP:Iteration 27Q (5610.330000 sec): 3 clusters
  Score: Raw -5128048.472679 + Penalty 5168.786817 = -5122879.685862
  nChanged 300
		SP:Iteration 28Q (5610.440000 sec): 3 clusters
  Score: Raw -5128158.286113 + Penalty 5168.786817 = -5122989.499296
  nChanged 263
		SP:Iteration 29Q (5610.540000 sec): 3 clusters
  Score: Raw -5128248.931238 + Penalty 5168.786817 = -5123080.144422
  nChanged 261
		SP:Iteration 30Q (5610.640000 sec): 3 clusters
  Score: Raw -5128334.598835 + Penalty 5168.786817 = -5123165.812018
  nChanged 233
		SP:Iteration 31Q (5610.740000 sec): 3 clusters
  Score: Raw -5128412.682325 + Penalty 5168.786817 = -5123243.895508
  nChanged 227
		SP:Iteration 32Q (5610.850000 sec): 3 clusters
  Score: Raw -5128480.872673 + Penalty 5168.786817 = -5123312.085856
  nChanged 203
		SP:Iteration 33Q (5610.950000 sec): 3 clusters
  Score: Raw -5128541.834415 + Penalty 5168.786817 = -5123373.047598
  nChanged 198
		SP:Iteration 34Q (5611.050000 sec): 3 clusters
  Score: Raw -5128600.623598 + Penalty 5168.786817 = -5123431.836781
  nChanged 154
		SP:Iteration 35Q (5611.150000 sec): 3 clusters
  Score: Raw -5128642.170603 + Penalty 5168.786817 = -5123473.383787
  nChanged 128
		SP:Iteration 36Q (5611.240000 sec): 3 clusters
  Score: Raw -5128670.731004 + Penalty 5168.786817 = -5123501.944187
  nChanged 105
		SP:Iteration 37Q (5611.340000 sec): 3 clusters
  Score: Raw -5128694.940298 + Penalty 5168.786817 = -5123526.153482
  nChanged 85
		SP:Iteration 38Q (5611.440000 sec): 3 clusters
  Score: Raw -5128715.471622 + Penalty 5168.786817 = -5123546.684805
  nChanged 82
		SP:Iteration 39Q (5611.540000 sec): 3 clusters
  Score: Raw -5128735.793417 + Penalty 5168.786817 = -5123567.006601
  nChanged 81
		SP:Iteration 40F (5611.660000 sec): 3 clusters
  Score: Raw -5128754.652550 + Penalty 5168.786817 = -5123585.865733
  nChanged 78
		SP:Iteration 41Q (5611.760000 sec): 3 clusters
  Score: Raw -5128770.552584 + Penalty 5168.786817 = -5123601.765768
  nChanged 72
		SP:Iteration 42Q (5611.860000 sec): 3 clusters
  Score: Raw -5128786.312093 + Penalty 5168.786817 = -5123617.525276
  nChanged 62
		SP:Iteration 43Q (5611.950000 sec): 3 clusters
  Score: Raw -5128798.964912 + Penalty 5168.786817 = -5123630.178096
  nChanged 56
		SP:Iteration 44Q (5612.050000 sec): 3 clusters
  Score: Raw -5128811.345697 + Penalty 5168.786817 = -5123642.558880
  nChanged 58
		SP:Iteration 45Q (5612.140000 sec): 3 clusters
  Score: Raw -5128824.119482 + Penalty 5168.786817 = -5123655.332665
  nChanged 55
		SP:Iteration 46Q (5612.240000 sec): 3 clusters
  Score: Raw -5128836.226061 + Penalty 5168.786817 = -5123667.439244
  nChanged 47
		SP:Iteration 47Q (5612.340000 sec): 3 clusters
  Score: Raw -5128845.753863 + Penalty 5168.786817 = -5123676.967046
  nChanged 46
		SP:Iteration 48Q (5612.430000 sec): 3 clusters
  Score: Raw -5128855.507034 + Penalty 5168.786817 = -5123686.720217
  nChanged 51
		SP:Iteration 49Q (5612.520000 sec): 3 clusters
  Score: Raw -5128870.051745 + Penalty 5168.786817 = -5123701.264928
  nChanged 62
		SP:Iteration 50Q (5612.620000 sec): 3 clusters
  Score: Raw -5128887.041077 + Penalty 5168.786817 = -5123718.254260
  nChanged 50
		SP:Iteration 51Q (5612.720000 sec): 3 clusters
  Score: Raw -5128900.853855 + Penalty 5168.786817 = -5123732.067038
  nChanged 52
		SP:Iteration 52Q (5612.810000 sec): 3 clusters
  Score: Raw -5128915.107206 + Penalty 5168.786817 = -5123746.320390
  nChanged 51
		SP:Iteration 53Q (5612.900000 sec): 3 clusters
  Score: Raw -5128930.233974 + Penalty 5168.786817 = -5123761.447157
  nChanged 54
		SP:Iteration 54Q (5613.000000 sec): 3 clusters
  Score: Raw -5128943.908276 + Penalty 5168.786817 = -5123775.121459
  nChanged 43
		SP:Iteration 55Q (5613.090000 sec): 3 clusters
  Score: Raw -5128954.109220 + Penalty 5168.786817 = -5123785.322404
  nChanged 40
		SP:Iteration 56Q (5613.190000 sec): 3 clusters
  Score: Raw -5128963.130598 + Penalty 5168.786817 = -5123794.343782
  nChanged 36
		SP:Iteration 57Q (5613.280000 sec): 3 clusters
  Score: Raw -5128970.785806 + Penalty 5168.786817 = -5123801.998990
  nChanged 39
		SP:Iteration 58Q (5613.380000 sec): 3 clusters
  Score: Raw -5128981.223856 + Penalty 5168.786817 = -5123812.437039
  nChanged 46
		SP:Iteration 59Q (5613.480000 sec): 3 clusters
  Score: Raw -5128992.813696 + Penalty 5168.786817 = -5123824.026879
  nChanged 37
		SP:Iteration 60F (5613.600000 sec): 3 clusters
  Score: Raw -5129002.249753 + Penalty 5168.786817 = -5123833.462936
  nChanged 32
		SP:Iteration 61Q (5613.700000 sec): 3 clusters
  Score: Raw -5129009.639555 + Penalty 5168.786817 = -5123840.852738
  nChanged 33
		SP:Iteration 62Q (5613.790000 sec): 3 clusters
  Score: Raw -5129017.714934 + Penalty 5168.786817 = -5123848.928118
  nChanged 27
		SP:Iteration 63Q (5613.880000 sec): 3 clusters
  Score: Raw -5129025.127107 + Penalty 5168.786817 = -5123856.340290
  nChanged 27
		SP:Iteration 64Q (5613.980000 sec): 3 clusters
  Score: Raw -5129032.044065 + Penalty 5168.786817 = -5123863.257248
  nChanged 20
		SP:Iteration 65Q (5614.070000 sec): 3 clusters
  Score: Raw -5129036.828119 + Penalty 5168.786817 = -5123868.041303
  nChanged 20
		SP:Iteration 66Q (5614.160000 sec): 3 clusters
  Score: Raw -5129042.986118 + Penalty 5168.786817 = -5123874.199301
  nChanged 17
		SP:Iteration 67Q (5614.260000 sec): 3 clusters
  Score: Raw -5129047.777414 + Penalty 5168.786817 = -5123878.990597
  nChanged 18
		SP:Iteration 68Q (5614.350000 sec): 3 clusters
  Score: Raw -5129052.399600 + Penalty 5168.786817 = -5123883.612783
  nChanged 20
		SP:Iteration 69Q (5614.440000 sec): 3 clusters
  Score: Raw -5129056.390195 + Penalty 5168.786817 = -5123887.603378
  nChanged 17
		SP:Iteration 70Q (5614.540000 sec): 3 clusters
  Score: Raw -5129060.683616 + Penalty 5168.786817 = -5123891.896799
  nChanged 12
		SP:Iteration 71Q (5614.630000 sec): 3 clusters
  Score: Raw -5129062.953155 + Penalty 5168.786817 = -5123894.166339
  nChanged 11
		SP:Iteration 72Q (5614.720000 sec): 3 clusters
  Score: Raw -5129065.311358 + Penalty 5168.786817 = -5123896.524541
  nChanged 13
		SP:Iteration 73Q (5614.810000 sec): 3 clusters
  Score: Raw -5129068.330786 + Penalty 5168.786817 = -5123899.543970
  nChanged 14
		SP:Iteration 74Q (5614.900000 sec): 3 clusters
  Score: Raw -5129072.439339 + Penalty 5168.786817 = -5123903.652522
  nChanged 17
		SP:Iteration 75Q (5615.000000 sec): 3 clusters
  Score: Raw -5129076.593760 + Penalty 5168.786817 = -5123907.806944
  nChanged 19
		SP:Iteration 76Q (5615.090000 sec): 3 clusters
  Score: Raw -5129081.430609 + Penalty 5168.786817 = -5123912.643792
  nChanged 17
		SP:Iteration 77Q (5615.180000 sec): 3 clusters
  Score: Raw -5129087.580710 + Penalty 5168.786817 = -5123918.793893
  nChanged 23
		SP:Iteration 78Q (5615.270000 sec): 3 clusters
  Score: Raw -5129094.479121 + Penalty 5168.786817 = -5123925.692304
  nChanged 22
		SP:Iteration 79Q (5615.360000 sec): 3 clusters
  Score: Raw -5129101.110520 + Penalty 5168.786817 = -5123932.323703
  nChanged 21
		SP:Iteration 80F (5615.480000 sec): 3 clusters
  Score: Raw -5129107.090810 + Penalty 5168.786817 = -5123938.303993
  nChanged 24
		SP:Iteration 81Q (5615.580000 sec): 3 clusters
  Score: Raw -5129113.681283 + Penalty 5168.786817 = -5123944.894466
  nChanged 23
		SP:Iteration 82Q (5615.670000 sec): 3 clusters
  Score: Raw -5129118.997422 + Penalty 5168.786817 = -5123950.210605
  nChanged 21
		SP:Iteration 83Q (5615.760000 sec): 3 clusters
  Score: Raw -5129125.088508 + Penalty 5168.786817 = -5123956.301691
  nChanged 23
		SP:Iteration 84Q (5615.850000 sec): 3 clusters
  Score: Raw -5129131.481135 + Penalty 5168.786817 = -5123962.694319
  nChanged 25
		SP:Iteration 85Q (5615.940000 sec): 3 clusters
  Score: Raw -5129139.872721 + Penalty 5168.786817 = -5123971.085905
  nChanged 32
		SP:Iteration 86Q (5616.030000 sec): 3 clusters
  Score: Raw -5129148.743773 + Penalty 5168.786817 = -5123979.956956
  nChanged 19
		SP:Iteration 87Q (5616.120000 sec): 3 clusters
  Score: Raw -5129154.222996 + Penalty 5168.786817 = -5123985.436179
  nChanged 19
		SP:Iteration 88Q (5616.210000 sec): 3 clusters
  Score: Raw -5129158.960477 + Penalty 5168.786817 = -5123990.173661
  nChanged 15
		SP:Iteration 89Q (5616.300000 sec): 3 clusters
  Score: Raw -5129163.565020 + Penalty 5168.786817 = -5123994.778204
  nChanged 12
		SP:Iteration 90Q (5616.400000 sec): 3 clusters
  Score: Raw -5129167.745857 + Penalty 5168.786817 = -5123998.959040
  nChanged 14
		SP:Iteration 91Q (5616.480000 sec): 3 clusters
  Score: Raw -5129172.563398 + Penalty 5168.786817 = -5124003.776581
  nChanged 9
		SP:Iteration 92Q (5616.580000 sec): 3 clusters
  Score: Raw -5129174.633053 + Penalty 5168.786817 = -5124005.846236
  nChanged 6
		SP:Iteration 93Q (5616.660000 sec): 3 clusters
  Score: Raw -5129176.150507 + Penalty 5168.786817 = -5124007.363690
  nChanged 7
		SP:Iteration 94Q (5616.760000 sec): 3 clusters
  Score: Raw -5129177.394184 + Penalty 5168.786817 = -5124008.607367
  nChanged 5
		SP:Iteration 95Q (5616.840000 sec): 3 clusters
  Score: Raw -5129178.366276 + Penalty 5168.786817 = -5124009.579459
  nChanged 5
		SP:Iteration 96Q (5616.940000 sec): 3 clusters
  Score: Raw -5129179.841483 + Penalty 5168.786817 = -5124011.054666
  nChanged 7
		SP:Iteration 97Q (5617.030000 sec): 3 clusters
  Score: Raw -5129181.426553 + Penalty 5168.786817 = -5124012.639736
  nChanged 11
		SP:Iteration 98Q (5617.120000 sec): 3 clusters
  Score: Raw -5129185.938488 + Penalty 5168.786817 = -5124017.151671
  nChanged 9
		SP:Iteration 99Q (5617.210000 sec): 3 clusters
  Score: Raw -5129188.778366 + Penalty 5168.786817 = -5124019.991549
  nChanged 2
		SP:Iteration 100F (5617.330000 sec): 3 clusters
  Score: Raw -5129189.311006 + Penalty 5168.786817 = -5124020.524189
  nChanged 1
		SP:Iteration 101Q (5617.420000 sec): 3 clusters
  Score: Raw -5129189.699534 + Penalty 5168.786817 = -5124020.912717
  nChanged 1
		SP:Iteration 102Q (5617.510000 sec): 3 clusters
  Score: Raw -5129189.890010 + Penalty 5168.786817 = -5124021.103193
  nChanged 2
		SP:Iteration 103Q (5617.600000 sec): 3 clusters
  Score: Raw -5129190.243754 + Penalty 5168.786817 = -5124021.456938
  nChanged 4
		SP:Iteration 104Q (5617.690000 sec): 3 clusters
  Score: Raw -5129191.118388 + Penalty 5168.786817 = -5124022.331571
  nChanged 4
		SP:Iteration 105Q (5617.780000 sec): 3 clusters
  Score: Raw -5129192.444066 + Penalty 5168.786817 = -5124023.657249
  nChanged 2
		SP:Iteration 106Q (5617.870000 sec): 3 clusters
  Score: Raw -5129192.905006 + Penalty 5168.786817 = -5124024.118189
  nChanged 1
		SP:Iteration 107Q (5617.960000 sec): 3 clusters
  Score: Raw -5129193.003048 + Penalty 5168.786817 = -5124024.216232
  nChanged 0
		SP:Iteration 108F (5618.080000 sec): 3 clusters
  Score: Raw -5129193.003048 + Penalty 5168.786817 = -5124024.216232
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.100000 sec): 2 clusters
  Score: Raw -138455.464072 + Penalty 1727.105632 = -136728.358440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.100000 sec): 3 clusters
  Score: Raw -138228.729508 + Penalty 3454.211264 = -134774.518245
  nChanged 291
		SP:Iteration 1F (5618.110000 sec): 3 clusters
  Score: Raw -138607.499087 + Penalty 3454.211264 = -135153.287824
  nChanged 70
		SP:Iteration 2F (5618.110000 sec): 3 clusters
  Score: Raw -138712.302368 + Penalty 3454.211264 = -135258.091104
  nChanged 37
		SP:Iteration 3Q (5618.120000 sec): 3 clusters
  Score: Raw -138764.588917 + Penalty 3454.211264 = -135310.377653
  nChanged 23
		SP:Iteration 4Q (5618.120000 sec): 3 clusters
  Score: Raw -138798.370495 + Penalty 3454.211264 = -135344.159232
  nChanged 14
		SP:Iteration 5Q (5618.120000 sec): 3 clusters
  Score: Raw -138816.957664 + Penalty 3454.211264 = -135362.746400
  nChanged 11
		SP:Iteration 6Q (5618.130000 sec): 3 clusters
  Score: Raw -138832.759707 + Penalty 3454.211264 = -135378.548443
  nChanged 16
		SP:Iteration 7Q (5618.130000 sec): 3 clusters
  Score: Raw -138855.144155 + Penalty 3454.211264 = -135400.932891
  nChanged 6
		SP:Iteration 8Q (5618.130000 sec): 3 clusters
  Score: Raw -138860.524383 + Penalty 3454.211264 = -135406.313119
  nChanged 1
		SP:Iteration 9Q (5618.140000 sec): 3 clusters
  Score: Raw -138863.130751 + Penalty 3454.211264 = -135408.919487
  nChanged 0
		SP:Iteration 10F (5618.140000 sec): 3 clusters
  Score: Raw -138863.130751 + Penalty 3454.211264 = -135408.919487
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.140000 sec): 2 clusters
  Score: Raw -31449.905486 + Penalty 1353.977208 = -30095.928279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.140000 sec): 3 clusters
  Score: Raw -31648.387104 + Penalty 2707.954415 = -28940.432689
  nChanged 17
		SP:Iteration 1F (5618.150000 sec): 3 clusters
  Score: Raw -31700.623306 + Penalty 2707.954415 = -28992.668891
  nChanged 5
		SP:Iteration 2Q (5618.150000 sec): 3 clusters
  Score: Raw -31717.503141 + Penalty 2707.954415 = -29009.548726
  nChanged 3
		SP:Iteration 3Q (5618.150000 sec): 3 clusters
  Score: Raw -31732.688885 + Penalty 2707.954415 = -29024.734470
  nChanged 2
		SP:Iteration 4Q (5618.150000 sec): 3 clusters
  Score: Raw -31739.944130 + Penalty 2707.954415 = -29031.989715
  nChanged 2
		SP:Iteration 5Q (5618.150000 sec): 3 clusters
  Score: Raw -31748.907977 + Penalty 2707.954415 = -29040.953562
  nChanged 4
		SP:Iteration 6Q (5618.150000 sec): 3 clusters
  Score: Raw -31756.654549 + Penalty 2707.954415 = -29048.700134
  nChanged 2
		SP:Iteration 7Q (5618.150000 sec): 3 clusters
  Score: Raw -31761.174084 + Penalty 2707.954415 = -29053.219669
  nChanged 0
		SP:Iteration 8F (5618.150000 sec): 3 clusters
  Score: Raw -31761.174084 + Penalty 2707.954415 = -29053.219669
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (1029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.160000 sec): 2 clusters
  Score: Raw -130575.113848 + Penalty 1720.212998 = -128854.900849
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.160000 sec): 3 clusters
  Score: Raw -130529.027842 + Penalty 3440.425997 = -127088.601845
  nChanged 291
		SP:Iteration 1F (5618.160000 sec): 3 clusters
  Score: Raw -131526.262491 + Penalty 3440.425997 = -128085.836494
  nChanged 114
		SP:Iteration 2F (5618.170000 sec): 3 clusters
  Score: Raw -131883.587331 + Penalty 3440.425997 = -128443.161334
  nChanged 58
		SP:Iteration 3F (5618.170000 sec): 3 clusters
  Score: Raw -132083.801309 + Penalty 3440.425997 = -128643.375312
  nChanged 33
		SP:Iteration 4Q (5618.180000 sec): 3 clusters
  Score: Raw -132171.254782 + Penalty 3440.425997 = -128730.828785
  nChanged 14
		SP:Iteration 5Q (5618.180000 sec): 3 clusters
  Score: Raw -132192.347106 + Penalty 3440.425997 = -128751.921109
  nChanged 13
		SP:Iteration 6Q (5618.180000 sec): 3 clusters
  Score: Raw -132213.102317 + Penalty 3440.425997 = -128772.676320
  nChanged 8
		SP:Iteration 7Q (5618.180000 sec): 3 clusters
  Score: Raw -132223.329378 + Penalty 3440.425997 = -128782.903382
  nChanged 3
		SP:Iteration 8Q (5618.190000 sec): 3 clusters
  Score: Raw -132228.293020 + Penalty 3440.425997 = -128787.867023
  nChanged 5
		SP:Iteration 9Q (5618.190000 sec): 3 clusters
  Score: Raw -132234.678257 + Penalty 3440.425997 = -128794.252260
  nChanged 7
		SP:Iteration 10Q (5618.200000 sec): 3 clusters
  Score: Raw -132243.688455 + Penalty 3440.425997 = -128803.262458
  nChanged 3
		SP:Iteration 11Q (5618.200000 sec): 3 clusters
  Score: Raw -132247.457214 + Penalty 3440.425997 = -128807.031217
  nChanged 4
		SP:Iteration 12Q (5618.200000 sec): 3 clusters
  Score: Raw -132253.042809 + Penalty 3440.425997 = -128812.616812
  nChanged 5
		SP:Iteration 13Q (5618.200000 sec): 3 clusters
  Score: Raw -132260.985275 + Penalty 3440.425997 = -128820.559278
  nChanged 6
		SP:Iteration 14Q (5618.210000 sec): 3 clusters
  Score: Raw -132275.012533 + Penalty 3440.425997 = -128834.586536
  nChanged 12
		SP:Iteration 15Q (5618.210000 sec): 3 clusters
  Score: Raw -132309.594793 + Penalty 3440.425997 = -128869.168796
  nChanged 11
		SP:Iteration 16Q (5618.220000 sec): 3 clusters
  Score: Raw -132335.359118 + Penalty 3440.425997 = -128894.933121
  nChanged 9
		SP:Iteration 17Q (5618.220000 sec): 3 clusters
  Score: Raw -132360.556407 + Penalty 3440.425997 = -128920.130410
  nChanged 8
		SP:Iteration 18Q (5618.220000 sec): 3 clusters
  Score: Raw -132371.182125 + Penalty 3440.425997 = -128930.756128
  nChanged 5
		SP:Iteration 19Q (5618.220000 sec): 3 clusters
  Score: Raw -132388.924237 + Penalty 3440.425997 = -128948.498240
  nChanged 4
		SP:Iteration 20F (5618.230000 sec): 3 clusters
  Score: Raw -132393.633702 + Penalty 3440.425997 = -128953.207705
  nChanged 2
		SP:Iteration 21Q (5618.230000 sec): 3 clusters
  Score: Raw -132395.368425 + Penalty 3440.425997 = -128954.942428
  nChanged 1
		SP:Iteration 22Q (5618.230000 sec): 3 clusters
  Score: Raw -132398.375607 + Penalty 3440.425997 = -128957.949610
  nChanged 3
		SP:Iteration 23Q (5618.240000 sec): 3 clusters
  Score: Raw -132401.956179 + Penalty 3440.425997 = -128961.530182
  nChanged 2
		SP:Iteration 24Q (5618.240000 sec): 3 clusters
  Score: Raw -132403.883102 + Penalty 3440.425997 = -128963.457105
  nChanged 0
		SP:Iteration 25F (5618.240000 sec): 3 clusters
  Score: Raw -132403.883102 + Penalty 3440.425997 = -128963.457105
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 37.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.250000 sec): 2 clusters
  Score: Raw -42097.806542 + Penalty 1496.799395 = -40601.007147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.250000 sec): 3 clusters
  Score: Raw -42471.434218 + Penalty 2993.598791 = -39477.835428
  nChanged 112
		SP:Iteration 1F (5618.250000 sec): 3 clusters
  Score: Raw -43314.257194 + Penalty 2993.598791 = -40320.658403
  nChanged 48
		SP:Iteration 2F (5618.260000 sec): 3 clusters
  Score: Raw -44073.072350 + Penalty 2993.598791 = -41079.473559
  nChanged 23
		SP:Iteration 3F (5618.260000 sec): 3 clusters
  Score: Raw -44477.779339 + Penalty 2993.598791 = -41484.180549
  nChanged 21
		SP:Iteration 4F (5618.260000 sec): 3 clusters
  Score: Raw -44983.647670 + Penalty 2993.598791 = -41990.048880
  nChanged 11
		SP:Iteration 5Q (5618.260000 sec): 3 clusters
  Score: Raw -45347.020993 + Penalty 2993.598791 = -42353.422203
  nChanged 2
		SP:Iteration 6Q (5618.260000 sec): 3 clusters
  Score: Raw -45386.111148 + Penalty 2993.598791 = -42392.512357
  nChanged 1
		SP:Iteration 7Q (5618.260000 sec): 3 clusters
  Score: Raw -45397.959542 + Penalty 2993.598791 = -42404.360751
  nChanged 1
		SP:Iteration 8Q (5618.260000 sec): 3 clusters
  Score: Raw -45439.469466 + Penalty 2993.598791 = -42445.870675
  nChanged 0
		SP:Iteration 9F (5618.260000 sec): 3 clusters
  Score: Raw -45439.469466 + Penalty 2993.598791 = -42445.870675
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 38.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.270000 sec): 2 clusters
  Score: Raw -35366.831667 + Penalty 1421.064746 = -33945.766920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.270000 sec): 3 clusters
  Score: Raw -35680.947370 + Penalty 2842.129492 = -32838.817878
  nChanged 55
		SP:Iteration 1F (5618.270000 sec): 3 clusters
  Score: Raw -36052.147418 + Penalty 2842.129492 = -33210.017926
  nChanged 19
		SP:Iteration 2F (5618.270000 sec): 3 clusters
  Score: Raw -36256.831414 + Penalty 2842.129492 = -33414.701922
  nChanged 10
		SP:Iteration 3Q (5618.280000 sec): 3 clusters
  Score: Raw -36384.292515 + Penalty 2842.129492 = -33542.163023
  nChanged 9
		SP:Iteration 4Q (5618.280000 sec): 3 clusters
  Score: Raw -36460.663984 + Penalty 2842.129492 = -33618.534492
  nChanged 8
		SP:Iteration 5Q (5618.280000 sec): 3 clusters
  Score: Raw -36595.902641 + Penalty 2842.129492 = -33753.773149
  nChanged 7
		SP:Iteration 6Q (5618.280000 sec): 3 clusters
  Score: Raw -36813.133023 + Penalty 2842.129492 = -33971.003531
  nChanged 5
		SP:Iteration 7Q (5618.280000 sec): 3 clusters
  Score: Raw -36827.633584 + Penalty 2842.129492 = -33985.504091
  nChanged 3
		SP:Iteration 8Q (5618.280000 sec): 3 clusters
  Score: Raw -36834.997096 + Penalty 2842.129492 = -33992.867603
  nChanged 4
		SP:Iteration 9Q (5618.280000 sec): 3 clusters
  Score: Raw -36849.431521 + Penalty 2842.129492 = -34007.302029
  nChanged 3
		SP:Iteration 10Q (5618.280000 sec): 3 clusters
  Score: Raw -36856.283194 + Penalty 2842.129492 = -34014.153701
  nChanged 2
		SP:Iteration 11Q (5618.280000 sec): 3 clusters
  Score: Raw -36864.674116 + Penalty 2842.129492 = -34022.544624
  nChanged 3
		SP:Iteration 12Q (5618.280000 sec): 3 clusters
  Score: Raw -36877.630413 + Penalty 2842.129492 = -34035.500920
  nChanged 3
		SP:Iteration 13Q (5618.280000 sec): 3 clusters
  Score: Raw -36893.476041 + Penalty 2842.129492 = -34051.346549
  nChanged 3
		SP:Iteration 14Q (5618.280000 sec): 3 clusters
  Score: Raw -36917.493352 + Penalty 2842.129492 = -34075.363860
  nChanged 1
		SP:Iteration 15Q (5618.280000 sec): 3 clusters
  Score: Raw -36922.654848 + Penalty 2842.129492 = -34080.525356
  nChanged 2
		SP:Iteration 16Q (5618.290000 sec): 3 clusters
  Score: Raw -36931.047958 + Penalty 2842.129492 = -34088.918466
  nChanged 3
		SP:Iteration 17Q (5618.290000 sec): 3 clusters
  Score: Raw -36942.633326 + Penalty 2842.129492 = -34100.503833
  nChanged 3
		SP:Iteration 18Q (5618.290000 sec): 3 clusters
  Score: Raw -36958.402883 + Penalty 2842.129492 = -34116.273390
  nChanged 3
		SP:Iteration 19Q (5618.290000 sec): 3 clusters
  Score: Raw -36983.016072 + Penalty 2842.129492 = -34140.886580
  nChanged 3
		SP:Iteration 20F (5618.290000 sec): 3 clusters
  Score: Raw -37005.112758 + Penalty 2842.129492 = -34162.983266
  nChanged 4
		SP:Iteration 21Q (5618.290000 sec): 3 clusters
  Score: Raw -37034.984735 + Penalty 2842.129492 = -34192.855242
  nChanged 4
		SP:Iteration 22Q (5618.290000 sec): 3 clusters
  Score: Raw -37074.571330 + Penalty 2842.129492 = -34232.441838
  nChanged 1
		SP:Iteration 23Q (5618.290000 sec): 3 clusters
  Score: Raw -37077.862013 + Penalty 2842.129492 = -34235.732521
  nChanged 0
		SP:Iteration 24F (5618.300000 sec): 3 clusters
  Score: Raw -37077.862013 + Penalty 2842.129492 = -34235.732521
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 39.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.300000 sec): 2 clusters
  Score: Raw -29539.068708 + Penalty 1335.354776 = -28203.713932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.300000 sec): 3 clusters
  Score: Raw -29757.630234 + Penalty 2670.709551 = -27086.920683
  nChanged 18
		SP:Iteration 1F (5618.300000 sec): 3 clusters
  Score: Raw -29843.023979 + Penalty 2670.709551 = -27172.314428
  nChanged 7
		SP:Iteration 2Q (5618.300000 sec): 3 clusters
  Score: Raw -29884.453039 + Penalty 2670.709551 = -27213.743488
  nChanged 2
		SP:Iteration 3Q (5618.300000 sec): 3 clusters
  Score: Raw -29893.609922 + Penalty 2670.709551 = -27222.900371
  nChanged 0
		SP:Iteration 4F (5618.300000 sec): 3 clusters
  Score: Raw -29893.609922 + Penalty 2670.709551 = -27222.900371
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.310000 sec): 2 clusters
  Score: Raw -121029.188219 + Penalty 1690.550498 = -119338.637721
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.310000 sec): 3 clusters
  Score: Raw -120938.099758 + Penalty 3381.100997 = -117556.998761
  nChanged 242
		SP:Iteration 1F (5618.320000 sec): 3 clusters
  Score: Raw -121397.996291 + Penalty 3381.100997 = -118016.895294
  nChanged 96
		SP:Iteration 2F (5618.320000 sec): 3 clusters
  Score: Raw -121739.422631 + Penalty 3381.100997 = -118358.321634
  nChanged 66
		SP:Iteration 3F (5618.320000 sec): 3 clusters
  Score: Raw -121950.271960 + Penalty 3381.100997 = -118569.170963
  nChanged 51
		SP:Iteration 4F (5618.330000 sec): 3 clusters
  Score: Raw -122169.805665 + Penalty 3381.100997 = -118788.704668
  nChanged 42
		SP:Iteration 5Q (5618.330000 sec): 3 clusters
  Score: Raw -122365.359410 + Penalty 3381.100997 = -118984.258413
  nChanged 46
		SP:Iteration 6F (5618.330000 sec): 3 clusters
  Score: Raw -122530.989030 + Penalty 3381.100997 = -119149.888033
  nChanged 34
		SP:Iteration 7Q (5618.340000 sec): 3 clusters
  Score: Raw -122659.962048 + Penalty 3381.100997 = -119278.861051
  nChanged 21
		SP:Iteration 8Q (5618.340000 sec): 3 clusters
  Score: Raw -122701.091474 + Penalty 3381.100997 = -119319.990477
  nChanged 13
		SP:Iteration 9Q (5618.340000 sec): 3 clusters
  Score: Raw -122726.888729 + Penalty 3381.100997 = -119345.787732
  nChanged 8
		SP:Iteration 10Q (5618.340000 sec): 3 clusters
  Score: Raw -122737.068853 + Penalty 3381.100997 = -119355.967856
  nChanged 6
		SP:Iteration 11Q (5618.340000 sec): 3 clusters
  Score: Raw -122745.660673 + Penalty 3381.100997 = -119364.559676
  nChanged 2
		SP:Iteration 12Q (5618.350000 sec): 3 clusters
  Score: Raw -122751.152334 + Penalty 3381.100997 = -119370.051337
  nChanged 3
		SP:Iteration 13Q (5618.350000 sec): 3 clusters
  Score: Raw -122755.168595 + Penalty 3381.100997 = -119374.067599
  nChanged 0
		SP:Iteration 14F (5618.360000 sec): 3 clusters
  Score: Raw -122755.168595 + Penalty 3381.100997 = -119374.067599
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 40.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (295 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.360000 sec): 2 clusters
  Score: Raw -22968.678499 + Penalty 1410.369888 = -21558.308610
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.360000 sec): 3 clusters
  Score: Raw -23323.185340 + Penalty 2820.739777 = -20502.445563
  nChanged 74
		SP:Iteration 1F (5618.360000 sec): 3 clusters
  Score: Raw -23708.502466 + Penalty 2820.739777 = -20887.762689
  nChanged 21
		SP:Iteration 2F (5618.360000 sec): 3 clusters
  Score: Raw -23864.668871 + Penalty 2820.739777 = -21043.929094
  nChanged 10
		SP:Iteration 3Q (5618.360000 sec): 3 clusters
  Score: Raw -23931.292702 + Penalty 2820.739777 = -21110.552925
  nChanged 10
		SP:Iteration 4Q (5618.360000 sec): 3 clusters
  Score: Raw -24068.465108 + Penalty 2820.739777 = -21247.725331
  nChanged 4
		SP:Iteration 5Q (5618.370000 sec): 3 clusters
  Score: Raw -24154.548560 + Penalty 2820.739777 = -21333.808783
  nChanged 4
		SP:Iteration 6Q (5618.370000 sec): 3 clusters
  Score: Raw -24166.552819 + Penalty 2820.739777 = -21345.813042
  nChanged 0
		SP:Iteration 7F (5618.370000 sec): 3 clusters
  Score: Raw -24166.552819 + Penalty 2820.739777 = -21345.813042
  nChanged 0
Deleting Class 39 (100 points): Lose 2910.825351 but Gain 3374.686117
Iteration 139Q (5629.300000 sec): 40 clusters
  Score: Raw -117634174.605018 + Penalty 131612.758575 = -117502561.846443
  nChanged 200
Iteration 140F (5671.560000 sec): 40 clusters
  Score: Raw -117636839.511470 + Penalty 131612.758575 = -117505226.752896
  nChanged 136
Iteration 141Q (5682.180000 sec): 40 clusters
  Score: Raw -117638027.944106 + Penalty 131612.758575 = -117506415.185532
  nChanged 109
Iteration 142Q (5692.890000 sec): 40 clusters
  Score: Raw -117638352.890949 + Penalty 131612.758575 = -117506740.132374
  nChanged 82
Iteration 143Q (5703.610000 sec): 40 clusters
  Score: Raw -117638570.855176 + Penalty 131612.758575 = -117506958.096601
  nChanged 56
Iteration 144Q (5714.330000 sec): 40 clusters
  Score: Raw -117638651.134813 + Penalty 131612.758575 = -117507038.376238
  nChanged 44
Iteration 145Q (5725.060000 sec): 40 clusters
  Score: Raw -117638662.588327 + Penalty 131612.758575 = -117507049.829752
  nChanged 50
Iteration 146Q (5735.780000 sec): 40 clusters
  Score: Raw -117638691.612082 + Penalty 131612.758575 = -117507078.853508
  nChanged 44
Iteration 147Q (5746.500000 sec): 40 clusters
  Score: Raw -117638812.279953 + Penalty 131612.758575 = -117507199.521379
  nChanged 46
Iteration 148Q (5757.220000 sec): 40 clusters
  Score: Raw -117639167.428547 + Penalty 131612.758575 = -117507554.669972
  nChanged 62
Iteration 149Q (5767.910000 sec): 40 clusters
  Score: Raw -117639648.518187 + Penalty 131612.758575 = -117508035.759612
  nChanged 93
Iteration 150Q (5778.610000 sec): 40 clusters
  Score: Raw -117639992.995996 + Penalty 131612.758575 = -117508380.237421
  nChanged 81
Iteration 151Q (5789.330000 sec): 40 clusters
  Score: Raw -117640136.263102 + Penalty 131612.758575 = -117508523.504527
  nChanged 37
Iteration 152Q (5800.090000 sec): 40 clusters
  Score: Raw -117640202.203347 + Penalty 131612.758575 = -117508589.444772
  nChanged 33
Iteration 153Q (5810.850000 sec): 40 clusters
  Score: Raw -117640215.002370 + Penalty 131612.758575 = -117508602.243795
  nChanged 20
Iteration 154Q (5821.610000 sec): 40 clusters
  Score: Raw -117640220.864948 + Penalty 131612.758575 = -117508608.106373
  nChanged 17
Iteration 155Q (5832.360000 sec): 40 clusters
  Score: Raw -117640223.380196 + Penalty 131612.758575 = -117508610.621621
  nChanged 11
Iteration 156Q (5843.100000 sec): 40 clusters
  Score: Raw -117640223.786047 + Penalty 131612.758575 = -117508611.027472
  nChanged 10
Iteration 157Q (5853.860000 sec): 40 clusters
  Score: Raw -117640224.063796 + Penalty 131612.758575 = -117508611.305221
  nChanged 10
Iteration 158Q (5864.640000 sec): 40 clusters
  Score: Raw -117640224.337963 + Penalty 131612.758575 = -117508611.579388
  nChanged 6
Iteration 159Q (5875.420000 sec): 40 clusters
  Score: Raw -117640224.479875 + Penalty 131612.758575 = -117508611.721301
  nChanged 3
Iteration 160F (5917.730000 sec): 40 clusters
  Score: Raw -117640514.316777 + Penalty 131612.758575 = -117508901.558203
  nChanged 74
Iteration 161Q (5928.530000 sec): 40 clusters
  Score: Raw -117640749.441349 + Penalty 131612.758575 = -117509136.682775
  nChanged 85
Iteration 162Q (5939.250000 sec): 40 clusters
  Score: Raw -117640866.934566 + Penalty 131612.758575 = -117509254.175991
  nChanged 62
Iteration 163Q (5949.980000 sec): 40 clusters
  Score: Raw -117640921.748344 + Penalty 131612.758575 = -117509308.989769
  nChanged 74
Iteration 164Q (5960.760000 sec): 40 clusters
  Score: Raw -117640943.146004 + Penalty 131612.758575 = -117509330.387429
  nChanged 62
Iteration 165Q (5971.570000 sec): 40 clusters
  Score: Raw -117640963.495135 + Penalty 131612.758575 = -117509350.736560
  nChanged 59
Iteration 166Q (5982.320000 sec): 40 clusters
  Score: Raw -117640966.816524 + Penalty 131612.758575 = -117509354.057949
  nChanged 59
Iteration 167Q (5993.050000 sec): 40 clusters
  Score: Raw -117640968.491235 + Penalty 131612.758575 = -117509355.732661
  nChanged 59
Iteration 168Q (6003.780000 sec): 40 clusters
  Score: Raw -117640969.821096 + Penalty 131612.758575 = -117509357.062521
  nChanged 49
Iteration 169Q (6014.520000 sec): 40 clusters
  Score: Raw -117640971.404943 + Penalty 131612.758575 = -117509358.646368
  nChanged 41
Iteration 170Q (6025.260000 sec): 40 clusters
  Score: Raw -117640972.539765 + Penalty 131612.758575 = -117509359.781190
  nChanged 37
Iteration 171Q (6036.010000 sec): 40 clusters
  Score: Raw -117640973.283781 + Penalty 131612.758575 = -117509360.525207
  nChanged 29
Iteration 172Q (6046.740000 sec): 40 clusters
  Score: Raw -117640973.823509 + Penalty 131612.758575 = -117509361.064934
  nChanged 24
Iteration 173Q (6057.490000 sec): 40 clusters
  Score: Raw -117640974.263961 + Penalty 131612.758575 = -117509361.505387
  nChanged 16
Iteration 174Q (6068.120000 sec): 40 clusters
  Score: Raw -117640974.482271 + Penalty 131612.758575 = -117509361.723697
  nChanged 7
Iteration 175Q (6078.840000 sec): 40 clusters
  Score: Raw -117640974.614666 + Penalty 131612.758575 = -117509361.856092
  nChanged 8
Iteration 176Q (6089.600000 sec): 40 clusters
  Score: Raw -117640974.772350 + Penalty 131612.758575 = -117509362.013776
  nChanged 11
Iteration 177Q (6100.270000 sec): 40 clusters
  Score: Raw -117640974.987046 + Penalty 131612.758575 = -117509362.228471
  nChanged 9
Iteration 178Q (6110.600000 sec): 40 clusters
  Score: Raw -117640975.151769 + Penalty 131612.758575 = -117509362.393195
  nChanged 11
Writing temp clu file 
Because OldScore, -117509362.228471, is greater than current (better) Score,-117509362.393195 
 Compute initial score before splitting:   Score: Raw -117640975.151769 + Penalty 131612.758575 = -117509362.393195
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6110.760000 sec): 2 clusters
  Score: Raw -1047910.549080 + Penalty 2200.793686 = -1045709.755393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6110.790000 sec): 3 clusters
  Score: Raw -1044260.896839 + Penalty 4401.587373 = -1039859.309466
  nChanged 2834
		SP:Iteration 1F (6110.810000 sec): 3 clusters
  Score: Raw -1045749.114167 + Penalty 4401.587373 = -1041347.526795
  nChanged 449
		SP:Iteration 2F (6110.830000 sec): 3 clusters
  Score: Raw -1045943.613135 + Penalty 4401.587373 = -1041542.025762
  nChanged 324
		SP:Iteration 3Q (6110.860000 sec): 3 clusters
  Score: Raw -1046082.108963 + Penalty 4401.587373 = -1041680.521590
  nChanged 236
		SP:Iteration 4Q (6110.890000 sec): 3 clusters
  Score: Raw -1046191.673146 + Penalty 4401.587373 = -1041790.085773
  nChanged 225
		SP:Iteration 5Q (6110.910000 sec): 3 clusters
  Score: Raw -1046301.534739 + Penalty 4401.587373 = -1041899.947367
  nChanged 206
		SP:Iteration 6Q (6110.940000 sec): 3 clusters
  Score: Raw -1046393.492067 + Penalty 4401.587373 = -1041991.904694
  nChanged 201
		SP:Iteration 7Q (6110.970000 sec): 3 clusters
  Score: Raw -1046484.900325 + Penalty 4401.587373 = -1042083.312952
  nChanged 189
		SP:Iteration 8Q (6110.990000 sec): 3 clusters
  Score: Raw -1046566.843985 + Penalty 4401.587373 = -1042165.256612
  nChanged 173
		SP:Iteration 9Q (6111.010000 sec): 3 clusters
  Score: Raw -1046639.756228 + Penalty 4401.587373 = -1042238.168855
  nChanged 183
		SP:Iteration 10Q (6111.040000 sec): 3 clusters
  Score: Raw -1046720.900672 + Penalty 4401.587373 = -1042319.313299
  nChanged 180
		SP:Iteration 11Q (6111.070000 sec): 3 clusters
  Score: Raw -1046809.091865 + Penalty 4401.587373 = -1042407.504492
  nChanged 191
		SP:Iteration 12Q (6111.090000 sec): 3 clusters
  Score: Raw -1046908.411966 + Penalty 4401.587373 = -1042506.824593
  nChanged 219
		SP:Iteration 13Q (6111.120000 sec): 3 clusters
  Score: Raw -1047032.316364 + Penalty 4401.587373 = -1042630.728991
  nChanged 236
		SP:Iteration 14Q (6111.140000 sec): 3 clusters
  Score: Raw -1047184.321618 + Penalty 4401.587373 = -1042782.734245
  nChanged 249
		SP:Iteration 15Q (6111.170000 sec): 3 clusters
  Score: Raw -1047357.570125 + Penalty 4401.587373 = -1042955.982752
  nChanged 240
		SP:Iteration 16Q (6111.190000 sec): 3 clusters
  Score: Raw -1047533.308350 + Penalty 4401.587373 = -1043131.720978
  nChanged 196
		SP:Iteration 17Q (6111.220000 sec): 3 clusters
  Score: Raw -1047666.135842 + Penalty 4401.587373 = -1043264.548469
  nChanged 171
		SP:Iteration 18Q (6111.240000 sec): 3 clusters
  Score: Raw -1047797.896167 + Penalty 4401.587373 = -1043396.308794
  nChanged 164
		SP:Iteration 19Q (6111.270000 sec): 3 clusters
  Score: Raw -1047930.253170 + Penalty 4401.587373 = -1043528.665797
  nChanged 117
		SP:Iteration 20F (6111.290000 sec): 3 clusters
  Score: Raw -1048010.810912 + Penalty 4401.587373 = -1043609.223539
  nChanged 61
		SP:Iteration 21Q (6111.310000 sec): 3 clusters
  Score: Raw -1048052.325687 + Penalty 4401.587373 = -1043650.738314
  nChanged 46
		SP:Iteration 22Q (6111.340000 sec): 3 clusters
  Score: Raw -1048087.927918 + Penalty 4401.587373 = -1043686.340545
  nChanged 28
		SP:Iteration 23Q (6111.360000 sec): 3 clusters
  Score: Raw -1048109.696045 + Penalty 4401.587373 = -1043708.108673
  nChanged 16
		SP:Iteration 24Q (6111.380000 sec): 3 clusters
  Score: Raw -1048124.999400 + Penalty 4401.587373 = -1043723.412027
  nChanged 8
		SP:Iteration 25Q (6111.400000 sec): 3 clusters
  Score: Raw -1048132.880117 + Penalty 4401.587373 = -1043731.292744
  nChanged 10
		SP:Iteration 26Q (6111.430000 sec): 3 clusters
  Score: Raw -1048142.012573 + Penalty 4401.587373 = -1043740.425200
  nChanged 14
		SP:Iteration 27Q (6111.450000 sec): 3 clusters
  Score: Raw -1048154.105927 + Penalty 4401.587373 = -1043752.518554
  nChanged 8
		SP:Iteration 28Q (6111.470000 sec): 3 clusters
  Score: Raw -1048160.065251 + Penalty 4401.587373 = -1043758.477878
  nChanged 5
		SP:Iteration 29Q (6111.490000 sec): 3 clusters
  Score: Raw -1048166.225614 + Penalty 4401.587373 = -1043764.638241
  nChanged 9
		SP:Iteration 30Q (6111.510000 sec): 3 clusters
  Score: Raw -1048174.868745 + Penalty 4401.587373 = -1043773.281372
  nChanged 6
		SP:Iteration 31Q (6111.530000 sec): 3 clusters
  Score: Raw -1048182.531340 + Penalty 4401.587373 = -1043780.943967
  nChanged 7
		SP:Iteration 32Q (6111.550000 sec): 3 clusters
  Score: Raw -1048191.641953 + Penalty 4401.587373 = -1043790.054580
  nChanged 5
		SP:Iteration 33Q (6111.580000 sec): 3 clusters
  Score: Raw -1048195.053316 + Penalty 4401.587373 = -1043793.465943
  nChanged 0
		SP:Iteration 34F (6111.600000 sec): 3 clusters
  Score: Raw -1048195.053316 + Penalty 4401.587373 = -1043793.465943
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7326 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6111.630000 sec): 2 clusters
  Score: Raw -1058531.145520 + Penalty 2206.997866 = -1056324.147654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6111.650000 sec): 3 clusters
  Score: Raw -1054773.204842 + Penalty 4413.995732 = -1050359.209110
  nChanged 2946
		SP:Iteration 1F (6111.680000 sec): 3 clusters
  Score: Raw -1056384.240155 + Penalty 4413.995732 = -1051970.244423
  nChanged 498
		SP:Iteration 2F (6111.710000 sec): 3 clusters
  Score: Raw -1056625.434214 + Penalty 4413.995732 = -1052211.438482
  nChanged 348
		SP:Iteration 3Q (6111.730000 sec): 3 clusters
  Score: Raw -1056778.945193 + Penalty 4413.995732 = -1052364.949461
  nChanged 278
		SP:Iteration 4Q (6111.760000 sec): 3 clusters
  Score: Raw -1056894.641936 + Penalty 4413.995732 = -1052480.646204
  nChanged 207
		SP:Iteration 5Q (6111.790000 sec): 3 clusters
  Score: Raw -1056971.797156 + Penalty 4413.995732 = -1052557.801424
  nChanged 165
		SP:Iteration 6Q (6111.810000 sec): 3 clusters
  Score: Raw -1057033.594197 + Penalty 4413.995732 = -1052619.598465
  nChanged 142
		SP:Iteration 7Q (6111.840000 sec): 3 clusters
  Score: Raw -1057088.873319 + Penalty 4413.995732 = -1052674.877587
  nChanged 134
		SP:Iteration 8Q (6111.870000 sec): 3 clusters
  Score: Raw -1057149.398743 + Penalty 4413.995732 = -1052735.403011
  nChanged 164
		SP:Iteration 9Q (6111.890000 sec): 3 clusters
  Score: Raw -1057224.486543 + Penalty 4413.995732 = -1052810.490811
  nChanged 154
		SP:Iteration 10Q (6111.920000 sec): 3 clusters
  Score: Raw -1057308.050829 + Penalty 4413.995732 = -1052894.055097
  nChanged 184
		SP:Iteration 11Q (6111.950000 sec): 3 clusters
  Score: Raw -1057407.094419 + Penalty 4413.995732 = -1052993.098687
  nChanged 201
		SP:Iteration 12Q (6111.970000 sec): 3 clusters
  Score: Raw -1057518.425832 + Penalty 4413.995732 = -1053104.430100
  nChanged 210
		SP:Iteration 13Q (6112.000000 sec): 3 clusters
  Score: Raw -1057637.102064 + Penalty 4413.995732 = -1053223.106332
  nChanged 204
		SP:Iteration 14Q (6112.030000 sec): 3 clusters
  Score: Raw -1057760.319527 + Penalty 4413.995732 = -1053346.323795
  nChanged 203
		SP:Iteration 15Q (6112.050000 sec): 3 clusters
  Score: Raw -1057870.701905 + Penalty 4413.995732 = -1053456.706174
  nChanged 177
		SP:Iteration 16Q (6112.080000 sec): 3 clusters
  Score: Raw -1057973.756827 + Penalty 4413.995732 = -1053559.761096
  nChanged 192
		SP:Iteration 17Q (6112.110000 sec): 3 clusters
  Score: Raw -1058073.325771 + Penalty 4413.995732 = -1053659.330039
  nChanged 165
		SP:Iteration 18Q (6112.130000 sec): 3 clusters
  Score: Raw -1058153.426431 + Penalty 4413.995732 = -1053739.430699
  nChanged 143
		SP:Iteration 19Q (6112.160000 sec): 3 clusters
  Score: Raw -1058230.928645 + Penalty 4413.995732 = -1053816.932913
  nChanged 138
		SP:Iteration 20F (6112.180000 sec): 3 clusters
  Score: Raw -1058288.599590 + Penalty 4413.995732 = -1053874.603858
  nChanged 114
		SP:Iteration 21Q (6112.210000 sec): 3 clusters
  Score: Raw -1058342.690319 + Penalty 4413.995732 = -1053928.694587
  nChanged 102
		SP:Iteration 22Q (6112.230000 sec): 3 clusters
  Score: Raw -1058389.808635 + Penalty 4413.995732 = -1053975.812903
  nChanged 82
		SP:Iteration 23Q (6112.260000 sec): 3 clusters
  Score: Raw -1058423.274412 + Penalty 4413.995732 = -1054009.278680
  nChanged 64
		SP:Iteration 24Q (6112.290000 sec): 3 clusters
  Score: Raw -1058446.814374 + Penalty 4413.995732 = -1054032.818642
  nChanged 52
		SP:Iteration 25Q (6112.310000 sec): 3 clusters
  Score: Raw -1058464.167309 + Penalty 4413.995732 = -1054050.171577
  nChanged 40
		SP:Iteration 26Q (6112.330000 sec): 3 clusters
  Score: Raw -1058474.184977 + Penalty 4413.995732 = -1054060.189245
  nChanged 26
		SP:Iteration 27Q (6112.360000 sec): 3 clusters
  Score: Raw -1058481.488484 + Penalty 4413.995732 = -1054067.492752
  nChanged 33
		SP:Iteration 28Q (6112.390000 sec): 3 clusters
  Score: Raw -1058490.190543 + Penalty 4413.995732 = -1054076.194811
  nChanged 38
		SP:Iteration 29Q (6112.410000 sec): 3 clusters
  Score: Raw -1058502.430732 + Penalty 4413.995732 = -1054088.435000
  nChanged 36
		SP:Iteration 30Q (6112.430000 sec): 3 clusters
  Score: Raw -1058512.986625 + Penalty 4413.995732 = -1054098.990893
  nChanged 29
		SP:Iteration 31Q (6112.460000 sec): 3 clusters
  Score: Raw -1058520.981939 + Penalty 4413.995732 = -1054106.986207
  nChanged 31
		SP:Iteration 32Q (6112.490000 sec): 3 clusters
  Score: Raw -1058530.503282 + Penalty 4413.995732 = -1054116.507550
  nChanged 27
		SP:Iteration 33Q (6112.510000 sec): 3 clusters
  Score: Raw -1058537.326198 + Penalty 4413.995732 = -1054123.330466
  nChanged 16
		SP:Iteration 34Q (6112.530000 sec): 3 clusters
  Score: Raw -1058541.882916 + Penalty 4413.995732 = -1054127.887184
  nChanged 25
		SP:Iteration 35Q (6112.560000 sec): 3 clusters
  Score: Raw -1058549.860452 + Penalty 4413.995732 = -1054135.864720
  nChanged 27
		SP:Iteration 36Q (6112.580000 sec): 3 clusters
  Score: Raw -1058557.703893 + Penalty 4413.995732 = -1054143.708161
  nChanged 19
		SP:Iteration 37Q (6112.610000 sec): 3 clusters
  Score: Raw -1058562.579034 + Penalty 4413.995732 = -1054148.583303
  nChanged 13
		SP:Iteration 38Q (6112.630000 sec): 3 clusters
  Score: Raw -1058565.691632 + Penalty 4413.995732 = -1054151.695900
  nChanged 12
		SP:Iteration 39Q (6112.660000 sec): 3 clusters
  Score: Raw -1058568.651543 + Penalty 4413.995732 = -1054154.655811
  nChanged 12
		SP:Iteration 40F (6112.690000 sec): 3 clusters
  Score: Raw -1058570.831947 + Penalty 4413.995732 = -1054156.836216
  nChanged 12
		SP:Iteration 41Q (6112.710000 sec): 3 clusters
  Score: Raw -1058573.557041 + Penalty 4413.995732 = -1054159.561309
  nChanged 12
		SP:Iteration 42Q (6112.730000 sec): 3 clusters
  Score: Raw -1058575.806760 + Penalty 4413.995732 = -1054161.811028
  nChanged 7
		SP:Iteration 43Q (6112.760000 sec): 3 clusters
  Score: Raw -1058577.316291 + Penalty 4413.995732 = -1054163.320559
  nChanged 5
		SP:Iteration 44Q (6112.780000 sec): 3 clusters
  Score: Raw -1058578.682123 + Penalty 4413.995732 = -1054164.686391
  nChanged 4
		SP:Iteration 45Q (6112.810000 sec): 3 clusters
  Score: Raw -1058579.497528 + Penalty 4413.995732 = -1054165.501796
  nChanged 6
		SP:Iteration 46Q (6112.830000 sec): 3 clusters
  Score: Raw -1058580.603486 + Penalty 4413.995732 = -1054166.607754
  nChanged 5
		SP:Iteration 47Q (6112.860000 sec): 3 clusters
  Score: Raw -1058581.696578 + Penalty 4413.995732 = -1054167.700846
  nChanged 4
		SP:Iteration 48Q (6112.880000 sec): 3 clusters
  Score: Raw -1058582.263700 + Penalty 4413.995732 = -1054168.267968
  nChanged 5
		SP:Iteration 49Q (6112.910000 sec): 3 clusters
  Score: Raw -1058582.716939 + Penalty 4413.995732 = -1054168.721207
  nChanged 3
		SP:Iteration 50Q (6112.930000 sec): 3 clusters
  Score: Raw -1058583.401106 + Penalty 4413.995732 = -1054169.405374
  nChanged 3
		SP:Iteration 51Q (6112.960000 sec): 3 clusters
  Score: Raw -1058583.768401 + Penalty 4413.995732 = -1054169.772669
  nChanged 2
		SP:Iteration 52Q (6112.980000 sec): 3 clusters
  Score: Raw -1058584.748438 + Penalty 4413.995732 = -1054170.752706
  nChanged 2
		SP:Iteration 53Q (6113.010000 sec): 3 clusters
  Score: Raw -1058585.143695 + Penalty 4413.995732 = -1054171.147963
  nChanged 1
		SP:Iteration 54Q (6113.030000 sec): 3 clusters
  Score: Raw -1058585.292485 + Penalty 4413.995732 = -1054171.296753
  nChanged 1
		SP:Iteration 55Q (6113.050000 sec): 3 clusters
  Score: Raw -1058585.435745 + Penalty 4413.995732 = -1054171.440013
  nChanged 4
		SP:Iteration 56Q (6113.080000 sec): 3 clusters
  Score: Raw -1058586.443629 + Penalty 4413.995732 = -1054172.447897
  nChanged 3
		SP:Iteration 57Q (6113.110000 sec): 3 clusters
  Score: Raw -1058587.044807 + Penalty 4413.995732 = -1054173.049076
  nChanged 3
		SP:Iteration 58Q (6113.130000 sec): 3 clusters
  Score: Raw -1058587.648168 + Penalty 4413.995732 = -1054173.652437
  nChanged 4
		SP:Iteration 59Q (6113.150000 sec): 3 clusters
  Score: Raw -1058588.161569 + Penalty 4413.995732 = -1054174.165837
  nChanged 3
		SP:Iteration 60F (6113.180000 sec): 3 clusters
  Score: Raw -1058588.740970 + Penalty 4413.995732 = -1054174.745238
  nChanged 5
		SP:Iteration 61Q (6113.210000 sec): 3 clusters
  Score: Raw -1058589.428216 + Penalty 4413.995732 = -1054175.432484
  nChanged 2
		SP:Iteration 62Q (6113.230000 sec): 3 clusters
  Score: Raw -1058589.708235 + Penalty 4413.995732 = -1054175.712503
  nChanged 5
		SP:Iteration 63Q (6113.250000 sec): 3 clusters
  Score: Raw -1058591.002370 + Penalty 4413.995732 = -1054177.006638
  nChanged 4
		SP:Iteration 64Q (6113.280000 sec): 3 clusters
  Score: Raw -1058591.875803 + Penalty 4413.995732 = -1054177.880071
  nChanged 2
		SP:Iteration 65Q (6113.300000 sec): 3 clusters
  Score: Raw -1058592.103959 + Penalty 4413.995732 = -1054178.108227
  nChanged 0
		SP:Iteration 66F (6113.330000 sec): 3 clusters
  Score: Raw -1058592.103959 + Penalty 4413.995732 = -1054178.108227
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6113.430000 sec): 2 clusters
  Score: Raw -4011803.400024 + Penalty 2531.919617 = -4009271.480406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6113.530000 sec): 3 clusters
  Score: Raw -3995577.362735 + Penalty 5063.839235 = -3990513.523501
  nChanged 12138
		SP:Iteration 1F (6113.630000 sec): 3 clusters
  Score: Raw -4002113.495928 + Penalty 5063.839235 = -3997049.656693
  nChanged 1349
		SP:Iteration 2Q (6113.730000 sec): 3 clusters
  Score: Raw -4002607.988935 + Penalty 5063.839235 = -3997544.149701
  nChanged 1350
		SP:Iteration 3Q (6113.830000 sec): 3 clusters
  Score: Raw -4003152.432969 + Penalty 5063.839235 = -3998088.593734
  nChanged 1365
		SP:Iteration 4F (6113.930000 sec): 3 clusters
  Score: Raw -4003765.932490 + Penalty 5063.839235 = -3998702.093256
  nChanged 1409
		SP:Iteration 5F (6114.030000 sec): 3 clusters
  Score: Raw -4004463.094949 + Penalty 5063.839235 = -3999399.255715
  nChanged 1487
		SP:Iteration 6F (6114.130000 sec): 3 clusters
  Score: Raw -4005271.320227 + Penalty 5063.839235 = -4000207.480993
  nChanged 1557
		SP:Iteration 7F (6114.230000 sec): 3 clusters
  Score: Raw -4006166.072857 + Penalty 5063.839235 = -4001102.233622
  nChanged 1494
		SP:Iteration 8F (6114.330000 sec): 3 clusters
  Score: Raw -4007066.330538 + Penalty 5063.839235 = -4002002.491303
  nChanged 1309
		SP:Iteration 9Q (6114.430000 sec): 3 clusters
  Score: Raw -4007915.578935 + Penalty 5063.839235 = -4002851.739700
  nChanged 1226
		SP:Iteration 10Q (6114.530000 sec): 3 clusters
  Score: Raw -4008790.737427 + Penalty 5063.839235 = -4003726.898193
  nChanged 1044
		SP:Iteration 11Q (6114.640000 sec): 3 clusters
  Score: Raw -4009587.477146 + Penalty 5063.839235 = -4004523.637911
  nChanged 860
		SP:Iteration 12Q (6114.740000 sec): 3 clusters
  Score: Raw -4010192.745527 + Penalty 5063.839235 = -4005128.906292
  nChanged 648
		SP:Iteration 13Q (6114.830000 sec): 3 clusters
  Score: Raw -4010597.475231 + Penalty 5063.839235 = -4005533.635997
  nChanged 490
		SP:Iteration 14Q (6114.930000 sec): 3 clusters
  Score: Raw -4010860.441364 + Penalty 5063.839235 = -4005796.602130
  nChanged 372
		SP:Iteration 15Q (6115.020000 sec): 3 clusters
  Score: Raw -4011026.331784 + Penalty 5063.839235 = -4005962.492550
  nChanged 288
		SP:Iteration 16Q (6115.110000 sec): 3 clusters
  Score: Raw -4011140.775166 + Penalty 5063.839235 = -4006076.935931
  nChanged 243
		SP:Iteration 17Q (6115.190000 sec): 3 clusters
  Score: Raw -4011225.808577 + Penalty 5063.839235 = -4006161.969343
  nChanged 212
		SP:Iteration 18Q (6115.280000 sec): 3 clusters
  Score: Raw -4011302.705145 + Penalty 5063.839235 = -4006238.865911
  nChanged 212
		SP:Iteration 19Q (6115.370000 sec): 3 clusters
  Score: Raw -4011383.356354 + Penalty 5063.839235 = -4006319.517119
  nChanged 215
		SP:Iteration 20F (6115.470000 sec): 3 clusters
  Score: Raw -4011466.078030 + Penalty 5063.839235 = -4006402.238795
  nChanged 229
		SP:Iteration 21Q (6115.550000 sec): 3 clusters
  Score: Raw -4011552.731124 + Penalty 5063.839235 = -4006488.891889
  nChanged 210
		SP:Iteration 22Q (6115.630000 sec): 3 clusters
  Score: Raw -4011627.852853 + Penalty 5063.839235 = -4006564.013619
  nChanged 182
		SP:Iteration 23Q (6115.710000 sec): 3 clusters
  Score: Raw -4011691.895195 + Penalty 5063.839235 = -4006628.055961
  nChanged 164
		SP:Iteration 24Q (6115.790000 sec): 3 clusters
  Score: Raw -4011748.488840 + Penalty 5063.839235 = -4006684.649606
  nChanged 139
		SP:Iteration 25Q (6115.870000 sec): 3 clusters
  Score: Raw -4011795.851852 + Penalty 5063.839235 = -4006732.012618
  nChanged 131
		SP:Iteration 26Q (6115.950000 sec): 3 clusters
  Score: Raw -4011845.928394 + Penalty 5063.839235 = -4006782.089160
  nChanged 120
		SP:Iteration 27Q (6116.030000 sec): 3 clusters
  Score: Raw -4011886.642308 + Penalty 5063.839235 = -4006822.803074
  nChanged 98
		SP:Iteration 28Q (6116.110000 sec): 3 clusters
  Score: Raw -4011917.439614 + Penalty 5063.839235 = -4006853.600379
  nChanged 81
		SP:Iteration 29Q (6116.180000 sec): 3 clusters
  Score: Raw -4011945.238261 + Penalty 5063.839235 = -4006881.399026
  nChanged 84
		SP:Iteration 30Q (6116.260000 sec): 3 clusters
  Score: Raw -4011972.579876 + Penalty 5063.839235 = -4006908.740641
  nChanged 66
		SP:Iteration 31Q (6116.330000 sec): 3 clusters
  Score: Raw -4011990.197505 + Penalty 5063.839235 = -4006926.358271
  nChanged 49
		SP:Iteration 32Q (6116.410000 sec): 3 clusters
  Score: Raw -4012004.902432 + Penalty 5063.839235 = -4006941.063197
  nChanged 40
		SP:Iteration 33Q (6116.490000 sec): 3 clusters
  Score: Raw -4012015.696580 + Penalty 5063.839235 = -4006951.857346
  nChanged 40
		SP:Iteration 34Q (6116.560000 sec): 3 clusters
  Score: Raw -4012026.265963 + Penalty 5063.839235 = -4006962.426728
  nChanged 31
		SP:Iteration 35Q (6116.640000 sec): 3 clusters
  Score: Raw -4012034.784097 + Penalty 5063.839235 = -4006970.944863
  nChanged 30
		SP:Iteration 36Q (6116.710000 sec): 3 clusters
  Score: Raw -4012044.428146 + Penalty 5063.839235 = -4006980.588912
  nChanged 40
		SP:Iteration 37Q (6116.790000 sec): 3 clusters
  Score: Raw -4012056.639869 + Penalty 5063.839235 = -4006992.800634
  nChanged 36
		SP:Iteration 38Q (6116.870000 sec): 3 clusters
  Score: Raw -4012068.038594 + Penalty 5063.839235 = -4007004.199359
  nChanged 29
		SP:Iteration 39Q (6116.940000 sec): 3 clusters
  Score: Raw -4012075.329974 + Penalty 5063.839235 = -4007011.490739
  nChanged 26
		SP:Iteration 40F (6117.040000 sec): 3 clusters
  Score: Raw -4012082.817746 + Penalty 5063.839235 = -4007018.978511
  nChanged 21
		SP:Iteration 41Q (6117.120000 sec): 3 clusters
  Score: Raw -4012088.913760 + Penalty 5063.839235 = -4007025.074525
  nChanged 25
		SP:Iteration 42Q (6117.190000 sec): 3 clusters
  Score: Raw -4012094.758363 + Penalty 5063.839235 = -4007030.919128
  nChanged 28
		SP:Iteration 43Q (6117.270000 sec): 3 clusters
  Score: Raw -4012101.570284 + Penalty 5063.839235 = -4007037.731050
  nChanged 20
		SP:Iteration 44Q (6117.340000 sec): 3 clusters
  Score: Raw -4012107.557640 + Penalty 5063.839235 = -4007043.718405
  nChanged 21
		SP:Iteration 45Q (6117.410000 sec): 3 clusters
  Score: Raw -4012114.837310 + Penalty 5063.839235 = -4007050.998075
  nChanged 26
		SP:Iteration 46Q (6117.490000 sec): 3 clusters
  Score: Raw -4012123.889378 + Penalty 5063.839235 = -4007060.050144
  nChanged 27
		SP:Iteration 47Q (6117.560000 sec): 3 clusters
  Score: Raw -4012132.634249 + Penalty 5063.839235 = -4007068.795014
  nChanged 24
		SP:Iteration 48Q (6117.640000 sec): 3 clusters
  Score: Raw -4012139.539625 + Penalty 5063.839235 = -4007075.700391
  nChanged 19
		SP:Iteration 49Q (6117.710000 sec): 3 clusters
  Score: Raw -4012144.826903 + Penalty 5063.839235 = -4007080.987669
  nChanged 19
		SP:Iteration 50Q (6117.790000 sec): 3 clusters
  Score: Raw -4012149.449872 + Penalty 5063.839235 = -4007085.610638
  nChanged 7
		SP:Iteration 51Q (6117.860000 sec): 3 clusters
  Score: Raw -4012150.772380 + Penalty 5063.839235 = -4007086.933146
  nChanged 5
		SP:Iteration 52Q (6117.930000 sec): 3 clusters
  Score: Raw -4012151.677780 + Penalty 5063.839235 = -4007087.838545
  nChanged 6
		SP:Iteration 53Q (6118.010000 sec): 3 clusters
  Score: Raw -4012153.314753 + Penalty 5063.839235 = -4007089.475518
  nChanged 5
		SP:Iteration 54Q (6118.080000 sec): 3 clusters
  Score: Raw -4012154.776655 + Penalty 5063.839235 = -4007090.937420
  nChanged 6
		SP:Iteration 55Q (6118.150000 sec): 3 clusters
  Score: Raw -4012157.713900 + Penalty 5063.839235 = -4007093.874666
  nChanged 11
		SP:Iteration 56Q (6118.230000 sec): 3 clusters
  Score: Raw -4012160.894046 + Penalty 5063.839235 = -4007097.054812
  nChanged 12
		SP:Iteration 57Q (6118.300000 sec): 3 clusters
  Score: Raw -4012164.750896 + Penalty 5063.839235 = -4007100.911662
  nChanged 17
		SP:Iteration 58Q (6118.380000 sec): 3 clusters
  Score: Raw -4012169.355222 + Penalty 5063.839235 = -4007105.515988
  nChanged 10
		SP:Iteration 59Q (6118.450000 sec): 3 clusters
  Score: Raw -4012172.187367 + Penalty 5063.839235 = -4007108.348132
  nChanged 7
		SP:Iteration 60F (6118.560000 sec): 3 clusters
  Score: Raw -4012174.467660 + Penalty 5063.839235 = -4007110.628425
  nChanged 7
		SP:Iteration 61Q (6118.630000 sec): 3 clusters
  Score: Raw -4012175.978499 + Penalty 5063.839235 = -4007112.139265
  nChanged 3
		SP:Iteration 62Q (6118.700000 sec): 3 clusters
  Score: Raw -4012176.523925 + Penalty 5063.839235 = -4007112.684691
  nChanged 5
		SP:Iteration 63Q (6118.780000 sec): 3 clusters
  Score: Raw -4012177.330564 + Penalty 5063.839235 = -4007113.491330
  nChanged 3
		SP:Iteration 64Q (6118.850000 sec): 3 clusters
  Score: Raw -4012177.820382 + Penalty 5063.839235 = -4007113.981148
  nChanged 1
		SP:Iteration 65Q (6118.930000 sec): 3 clusters
  Score: Raw -4012178.027687 + Penalty 5063.839235 = -4007114.188452
  nChanged 1
		SP:Iteration 66Q (6119.000000 sec): 3 clusters
  Score: Raw -4012178.375518 + Penalty 5063.839235 = -4007114.536283
  nChanged 2
		SP:Iteration 67Q (6119.070000 sec): 3 clusters
  Score: Raw -4012179.032840 + Penalty 5063.839235 = -4007115.193606
  nChanged 2
		SP:Iteration 68Q (6119.150000 sec): 3 clusters
  Score: Raw -4012179.746279 + Penalty 5063.839235 = -4007115.907045
  nChanged 2
		SP:Iteration 69Q (6119.220000 sec): 3 clusters
  Score: Raw -4012180.056743 + Penalty 5063.839235 = -4007116.217508
  nChanged 2
		SP:Iteration 70Q (6119.290000 sec): 3 clusters
  Score: Raw -4012180.323984 + Penalty 5063.839235 = -4007116.484749
  nChanged 0
		SP:Iteration 71F (6119.390000 sec): 3 clusters
  Score: Raw -4012180.323984 + Penalty 5063.839235 = -4007116.484749
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6119.470000 sec): 2 clusters
  Score: Raw -3327355.762257 + Penalty 2501.290992 = -3324854.471265
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6119.560000 sec): 3 clusters
  Score: Raw -3313252.432437 + Penalty 5002.581984 = -3308249.850453
  nChanged 10600
		SP:Iteration 1F (6119.650000 sec): 3 clusters
  Score: Raw -3319238.594260 + Penalty 5002.581984 = -3314236.012276
  nChanged 1389
		SP:Iteration 2F (6119.730000 sec): 3 clusters
  Score: Raw -3319887.191658 + Penalty 5002.581984 = -3314884.609673
  nChanged 1293
		SP:Iteration 3F (6119.830000 sec): 3 clusters
  Score: Raw -3320544.154269 + Penalty 5002.581984 = -3315541.572285
  nChanged 1289
		SP:Iteration 4F (6119.910000 sec): 3 clusters
  Score: Raw -3321287.597352 + Penalty 5002.581984 = -3316285.015367
  nChanged 1375
		SP:Iteration 5F (6120.000000 sec): 3 clusters
  Score: Raw -3322208.464778 + Penalty 5002.581984 = -3317205.882794
  nChanged 1424
		SP:Iteration 6F (6120.090000 sec): 3 clusters
  Score: Raw -3323216.743912 + Penalty 5002.581984 = -3318214.161927
  nChanged 1379
		SP:Iteration 7F (6120.170000 sec): 3 clusters
  Score: Raw -3324285.385150 + Penalty 5002.581984 = -3319282.803166
  nChanged 1243
		SP:Iteration 8F (6120.260000 sec): 3 clusters
  Score: Raw -3325334.584946 + Penalty 5002.581984 = -3320332.002961
  nChanged 1015
		SP:Iteration 9Q (6120.350000 sec): 3 clusters
  Score: Raw -3326267.236756 + Penalty 5002.581984 = -3321264.654771
  nChanged 689
		SP:Iteration 10Q (6120.430000 sec): 3 clusters
  Score: Raw -3326917.167191 + Penalty 5002.581984 = -3321914.585206
  nChanged 414
		SP:Iteration 11Q (6120.510000 sec): 3 clusters
  Score: Raw -3327313.014398 + Penalty 5002.581984 = -3322310.432414
  nChanged 243
		SP:Iteration 12Q (6120.580000 sec): 3 clusters
  Score: Raw -3327508.203598 + Penalty 5002.581984 = -3322505.621613
  nChanged 136
		SP:Iteration 13Q (6120.650000 sec): 3 clusters
  Score: Raw -3327610.363911 + Penalty 5002.581984 = -3322607.781927
  nChanged 91
		SP:Iteration 14Q (6120.710000 sec): 3 clusters
  Score: Raw -3327671.935464 + Penalty 5002.581984 = -3322669.353479
  nChanged 67
		SP:Iteration 15Q (6120.780000 sec): 3 clusters
  Score: Raw -3327715.837979 + Penalty 5002.581984 = -3322713.255994
  nChanged 45
		SP:Iteration 16Q (6120.840000 sec): 3 clusters
  Score: Raw -3327749.233481 + Penalty 5002.581984 = -3322746.651497
  nChanged 38
		SP:Iteration 17Q (6120.910000 sec): 3 clusters
  Score: Raw -3327778.536003 + Penalty 5002.581984 = -3322775.954019
  nChanged 28
		SP:Iteration 18Q (6120.970000 sec): 3 clusters
  Score: Raw -3327799.448769 + Penalty 5002.581984 = -3322796.866785
  nChanged 18
		SP:Iteration 19Q (6121.040000 sec): 3 clusters
  Score: Raw -3327809.807271 + Penalty 5002.581984 = -3322807.225286
  nChanged 15
		SP:Iteration 20F (6121.120000 sec): 3 clusters
  Score: Raw -3327819.832872 + Penalty 5002.581984 = -3322817.250887
  nChanged 16
		SP:Iteration 21Q (6121.190000 sec): 3 clusters
  Score: Raw -3327828.925962 + Penalty 5002.581984 = -3322826.343977
  nChanged 13
		SP:Iteration 22Q (6121.250000 sec): 3 clusters
  Score: Raw -3327834.517627 + Penalty 5002.581984 = -3322831.935642
  nChanged 8
		SP:Iteration 23Q (6121.310000 sec): 3 clusters
  Score: Raw -3327837.976869 + Penalty 5002.581984 = -3322835.394884
  nChanged 8
		SP:Iteration 24Q (6121.380000 sec): 3 clusters
  Score: Raw -3327843.856858 + Penalty 5002.581984 = -3322841.274874
  nChanged 9
		SP:Iteration 25Q (6121.440000 sec): 3 clusters
  Score: Raw -3327849.320754 + Penalty 5002.581984 = -3322846.738770
  nChanged 9
		SP:Iteration 26Q (6121.510000 sec): 3 clusters
  Score: Raw -3327853.314212 + Penalty 5002.581984 = -3322850.732228
  nChanged 5
		SP:Iteration 27Q (6121.570000 sec): 3 clusters
  Score: Raw -3327857.072402 + Penalty 5002.581984 = -3322854.490417
  nChanged 6
		SP:Iteration 28Q (6121.630000 sec): 3 clusters
  Score: Raw -3327862.961586 + Penalty 5002.581984 = -3322860.379602
  nChanged 5
		SP:Iteration 29Q (6121.700000 sec): 3 clusters
  Score: Raw -3327866.320504 + Penalty 5002.581984 = -3322863.738519
  nChanged 1
		SP:Iteration 30Q (6121.760000 sec): 3 clusters
  Score: Raw -3327866.774944 + Penalty 5002.581984 = -3322864.192960
  nChanged 1
		SP:Iteration 31Q (6121.820000 sec): 3 clusters
  Score: Raw -3327867.162606 + Penalty 5002.581984 = -3322864.580622
  nChanged 0
		SP:Iteration 32F (6121.910000 sec): 3 clusters
  Score: Raw -3327867.162606 + Penalty 5002.581984 = -3322864.580622
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6121.930000 sec): 2 clusters
  Score: Raw -493895.315700 + Penalty 2018.942818 = -491876.372882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6121.940000 sec): 3 clusters
  Score: Raw -492413.116208 + Penalty 4037.885636 = -488375.230572
  nChanged 1210
		SP:Iteration 1F (6121.950000 sec): 3 clusters
  Score: Raw -493189.851311 + Penalty 4037.885636 = -489151.965675
  nChanged 276
		SP:Iteration 2F (6121.970000 sec): 3 clusters
  Score: Raw -493418.601602 + Penalty 4037.885636 = -489380.715965
  nChanged 217
		SP:Iteration 3F (6121.980000 sec): 3 clusters
  Score: Raw -493609.873731 + Penalty 4037.885636 = -489571.988094
  nChanged 169
		SP:Iteration 4Q (6121.990000 sec): 3 clusters
  Score: Raw -493775.857248 + Penalty 4037.885636 = -489737.971611
  nChanged 168
		SP:Iteration 5Q (6122.010000 sec): 3 clusters
  Score: Raw -493958.226517 + Penalty 4037.885636 = -489920.340881
  nChanged 176
		SP:Iteration 6F (6122.020000 sec): 3 clusters
  Score: Raw -494188.752595 + Penalty 4037.885636 = -490150.866959
  nChanged 166
		SP:Iteration 7Q (6122.030000 sec): 3 clusters
  Score: Raw -494379.362782 + Penalty 4037.885636 = -490341.477146
  nChanged 124
		SP:Iteration 8Q (6122.040000 sec): 3 clusters
  Score: Raw -494524.316448 + Penalty 4037.885636 = -490486.430812
  nChanged 107
		SP:Iteration 9Q (6122.050000 sec): 3 clusters
  Score: Raw -494659.077147 + Penalty 4037.885636 = -490621.191510
  nChanged 100
		SP:Iteration 10Q (6122.070000 sec): 3 clusters
  Score: Raw -494803.256283 + Penalty 4037.885636 = -490765.370647
  nChanged 118
		SP:Iteration 11Q (6122.080000 sec): 3 clusters
  Score: Raw -494981.850625 + Penalty 4037.885636 = -490943.964988
  nChanged 116
		SP:Iteration 12Q (6122.090000 sec): 3 clusters
  Score: Raw -495149.370065 + Penalty 4037.885636 = -491111.484428
  nChanged 86
		SP:Iteration 13Q (6122.100000 sec): 3 clusters
  Score: Raw -495250.412727 + Penalty 4037.885636 = -491212.527090
  nChanged 84
		SP:Iteration 14Q (6122.110000 sec): 3 clusters
  Score: Raw -495336.883736 + Penalty 4037.885636 = -491298.998100
  nChanged 61
		SP:Iteration 15Q (6122.120000 sec): 3 clusters
  Score: Raw -495389.117768 + Penalty 4037.885636 = -491351.232132
  nChanged 54
		SP:Iteration 16Q (6122.130000 sec): 3 clusters
  Score: Raw -495430.631750 + Penalty 4037.885636 = -491392.746114
  nChanged 48
		SP:Iteration 17Q (6122.140000 sec): 3 clusters
  Score: Raw -495466.927291 + Penalty 4037.885636 = -491429.041654
  nChanged 48
		SP:Iteration 18Q (6122.150000 sec): 3 clusters
  Score: Raw -495500.255975 + Penalty 4037.885636 = -491462.370339
  nChanged 35
		SP:Iteration 19Q (6122.160000 sec): 3 clusters
  Score: Raw -495522.467478 + Penalty 4037.885636 = -491484.581841
  nChanged 28
		SP:Iteration 20F (6122.170000 sec): 3 clusters
  Score: Raw -495539.915549 + Penalty 4037.885636 = -491502.029913
  nChanged 27
		SP:Iteration 21Q (6122.190000 sec): 3 clusters
  Score: Raw -495556.696236 + Penalty 4037.885636 = -491518.810599
  nChanged 26
		SP:Iteration 22Q (6122.190000 sec): 3 clusters
  Score: Raw -495569.750241 + Penalty 4037.885636 = -491531.864605
  nChanged 15
		SP:Iteration 23Q (6122.210000 sec): 3 clusters
  Score: Raw -495574.995492 + Penalty 4037.885636 = -491537.109856
  nChanged 11
		SP:Iteration 24Q (6122.210000 sec): 3 clusters
  Score: Raw -495580.311330 + Penalty 4037.885636 = -491542.425693
  nChanged 9
		SP:Iteration 25Q (6122.230000 sec): 3 clusters
  Score: Raw -495584.130466 + Penalty 4037.885636 = -491546.244830
  nChanged 8
		SP:Iteration 26Q (6122.230000 sec): 3 clusters
  Score: Raw -495587.494411 + Penalty 4037.885636 = -491549.608774
  nChanged 4
		SP:Iteration 27Q (6122.250000 sec): 3 clusters
  Score: Raw -495588.062259 + Penalty 4037.885636 = -491550.176622
  nChanged 2
		SP:Iteration 28Q (6122.260000 sec): 3 clusters
  Score: Raw -495588.853823 + Penalty 4037.885636 = -491550.968187
  nChanged 5
		SP:Iteration 29Q (6122.270000 sec): 3 clusters
  Score: Raw -495590.900287 + Penalty 4037.885636 = -491553.014651
  nChanged 5
		SP:Iteration 30Q (6122.280000 sec): 3 clusters
  Score: Raw -495593.021256 + Penalty 4037.885636 = -491555.135620
  nChanged 4
		SP:Iteration 31Q (6122.290000 sec): 3 clusters
  Score: Raw -495595.249246 + Penalty 4037.885636 = -491557.363610
  nChanged 3
		SP:Iteration 32Q (6122.300000 sec): 3 clusters
  Score: Raw -495596.464069 + Penalty 4037.885636 = -491558.578432
  nChanged 2
		SP:Iteration 33Q (6122.310000 sec): 3 clusters
  Score: Raw -495597.189820 + Penalty 4037.885636 = -491559.304183
  nChanged 2
		SP:Iteration 34Q (6122.320000 sec): 3 clusters
  Score: Raw -495597.786656 + Penalty 4037.885636 = -491559.901019
  nChanged 1
		SP:Iteration 35Q (6122.330000 sec): 3 clusters
  Score: Raw -495597.970177 + Penalty 4037.885636 = -491560.084541
  nChanged 1
		SP:Iteration 36Q (6122.340000 sec): 3 clusters
  Score: Raw -495598.090189 + Penalty 4037.885636 = -491560.204552
  nChanged 0
		SP:Iteration 37F (6122.350000 sec): 3 clusters
  Score: Raw -495598.090189 + Penalty 4037.885636 = -491560.204552
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6122.350000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6122.360000 sec): 3 clusters
  Score: Raw -126948.035820 + Penalty 3350.283633 = -123597.752187
  nChanged 201
		SP:Iteration 1F (6122.360000 sec): 3 clusters
  Score: Raw -127195.484876 + Penalty 3350.283633 = -123845.201243
  nChanged 38
		SP:Iteration 2Q (6122.370000 sec): 3 clusters
  Score: Raw -127275.347124 + Penalty 3350.283633 = -123925.063490
  nChanged 32
		SP:Iteration 3Q (6122.370000 sec): 3 clusters
  Score: Raw -127334.115570 + Penalty 3350.283633 = -123983.831936
  nChanged 25
		SP:Iteration 4Q (6122.370000 sec): 3 clusters
  Score: Raw -127375.793814 + Penalty 3350.283633 = -124025.510181
  nChanged 9
		SP:Iteration 5Q (6122.370000 sec): 3 clusters
  Score: Raw -127389.531074 + Penalty 3350.283633 = -124039.247440
  nChanged 9
		SP:Iteration 6Q (6122.380000 sec): 3 clusters
  Score: Raw -127407.633008 + Penalty 3350.283633 = -124057.349375
  nChanged 10
		SP:Iteration 7Q (6122.380000 sec): 3 clusters
  Score: Raw -127419.041451 + Penalty 3350.283633 = -124068.757818
  nChanged 4
		SP:Iteration 8Q (6122.380000 sec): 3 clusters
  Score: Raw -127423.685976 + Penalty 3350.283633 = -124073.402343
  nChanged 3
		SP:Iteration 9Q (6122.390000 sec): 3 clusters
  Score: Raw -127427.076206 + Penalty 3350.283633 = -124076.792572
  nChanged 3
		SP:Iteration 10Q (6122.390000 sec): 3 clusters
  Score: Raw -127430.731841 + Penalty 3350.283633 = -124080.448208
  nChanged 3
		SP:Iteration 11Q (6122.390000 sec): 3 clusters
  Score: Raw -127435.819574 + Penalty 3350.283633 = -124085.535941
  nChanged 2
		SP:Iteration 12Q (6122.390000 sec): 3 clusters
  Score: Raw -127439.671705 + Penalty 3350.283633 = -124089.388071
  nChanged 2
		SP:Iteration 13Q (6122.400000 sec): 3 clusters
  Score: Raw -127441.145555 + Penalty 3350.283633 = -124090.861921
  nChanged 1
		SP:Iteration 14Q (6122.400000 sec): 3 clusters
  Score: Raw -127442.033958 + Penalty 3350.283633 = -124091.750325
  nChanged 0
		SP:Iteration 15F (6122.400000 sec): 3 clusters
  Score: Raw -127442.033958 + Penalty 3350.283633 = -124091.750325
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6122.410000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6122.410000 sec): 3 clusters
  Score: Raw -33638.118928 + Penalty 2756.186719 = -30881.932210
  nChanged 37
		SP:Iteration 1F (6122.410000 sec): 3 clusters
  Score: Raw -33759.621078 + Penalty 2756.186719 = -31003.434359
  nChanged 9
		SP:Iteration 2Q (6122.410000 sec): 3 clusters
  Score: Raw -33797.341710 + Penalty 2756.186719 = -31041.154991
  nChanged 4
		SP:Iteration 3Q (6122.410000 sec): 3 clusters
  Score: Raw -33820.702978 + Penalty 2756.186719 = -31064.516260
  nChanged 6
		SP:Iteration 4Q (6122.410000 sec): 3 clusters
  Score: Raw -33844.923068 + Penalty 2756.186719 = -31088.736349
  nChanged 4
		SP:Iteration 5Q (6122.410000 sec): 3 clusters
  Score: Raw -33852.692494 + Penalty 2756.186719 = -31096.505775
  nChanged 1
		SP:Iteration 6Q (6122.410000 sec): 3 clusters
  Score: Raw -33857.638116 + Penalty 2756.186719 = -31101.451397
  nChanged 1
		SP:Iteration 7Q (6122.410000 sec): 3 clusters
  Score: Raw -33861.262424 + Penalty 2756.186719 = -31105.075705
  nChanged 0
		SP:Iteration 8F (6122.410000 sec): 3 clusters
  Score: Raw -33861.262424 + Penalty 2756.186719 = -31105.075705
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13714 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6122.460000 sec): 2 clusters
  Score: Raw -2046937.592083 + Penalty 2362.490777 = -2044575.101306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6122.510000 sec): 3 clusters
  Score: Raw -2039165.030048 + Penalty 4724.981554 = -2034440.048494
  nChanged 5851
		SP:Iteration 1F (6122.560000 sec): 3 clusters
  Score: Raw -2042424.747410 + Penalty 4724.981554 = -2037699.765856
  nChanged 783
		SP:Iteration 2F (6122.610000 sec): 3 clusters
  Score: Raw -2042725.798994 + Penalty 4724.981554 = -2038000.817440
  nChanged 582
		SP:Iteration 3Q (6122.660000 sec): 3 clusters
  Score: Raw -2042935.468689 + Penalty 4724.981554 = -2038210.487135
  nChanged 496
		SP:Iteration 4Q (6122.710000 sec): 3 clusters
  Score: Raw -2043108.314849 + Penalty 4724.981554 = -2038383.333295
  nChanged 446
		SP:Iteration 5Q (6122.760000 sec): 3 clusters
  Score: Raw -2043244.394763 + Penalty 4724.981554 = -2038519.413209
  nChanged 383
		SP:Iteration 6Q (6122.810000 sec): 3 clusters
  Score: Raw -2043380.389673 + Penalty 4724.981554 = -2038655.408119
  nChanged 375
		SP:Iteration 7Q (6122.860000 sec): 3 clusters
  Score: Raw -2043516.994810 + Penalty 4724.981554 = -2038792.013256
  nChanged 392
		SP:Iteration 8Q (6122.910000 sec): 3 clusters
  Score: Raw -2043677.747778 + Penalty 4724.981554 = -2038952.766224
  nChanged 398
		SP:Iteration 9Q (6122.960000 sec): 3 clusters
  Score: Raw -2043844.134427 + Penalty 4724.981554 = -2039119.152873
  nChanged 450
		SP:Iteration 10Q (6123.010000 sec): 3 clusters
  Score: Raw -2044047.835651 + Penalty 4724.981554 = -2039322.854097
  nChanged 509
		SP:Iteration 11Q (6123.050000 sec): 3 clusters
  Score: Raw -2044300.954727 + Penalty 4724.981554 = -2039575.973173
  nChanged 569
		SP:Iteration 12Q (6123.110000 sec): 3 clusters
  Score: Raw -2044638.682609 + Penalty 4724.981554 = -2039913.701055
  nChanged 618
		SP:Iteration 13Q (6123.150000 sec): 3 clusters
  Score: Raw -2045029.819051 + Penalty 4724.981554 = -2040304.837497
  nChanged 591
		SP:Iteration 14Q (6123.200000 sec): 3 clusters
  Score: Raw -2045456.554955 + Penalty 4724.981554 = -2040731.573401
  nChanged 541
		SP:Iteration 15Q (6123.250000 sec): 3 clusters
  Score: Raw -2045833.263711 + Penalty 4724.981554 = -2041108.282157
  nChanged 457
		SP:Iteration 16Q (6123.300000 sec): 3 clusters
  Score: Raw -2046162.538879 + Penalty 4724.981554 = -2041437.557325
  nChanged 373
		SP:Iteration 17Q (6123.340000 sec): 3 clusters
  Score: Raw -2046435.723905 + Penalty 4724.981554 = -2041710.742351
  nChanged 281
		SP:Iteration 18Q (6123.390000 sec): 3 clusters
  Score: Raw -2046652.244528 + Penalty 4724.981554 = -2041927.262974
  nChanged 210
		SP:Iteration 19Q (6123.430000 sec): 3 clusters
  Score: Raw -2046821.292338 + Penalty 4724.981554 = -2042096.310784
  nChanged 148
		SP:Iteration 20F (6123.480000 sec): 3 clusters
  Score: Raw -2046939.849762 + Penalty 4724.981554 = -2042214.868208
  nChanged 104
		SP:Iteration 21Q (6123.520000 sec): 3 clusters
  Score: Raw -2047019.370266 + Penalty 4724.981554 = -2042294.388712
  nChanged 65
		SP:Iteration 22Q (6123.560000 sec): 3 clusters
  Score: Raw -2047071.915318 + Penalty 4724.981554 = -2042346.933764
  nChanged 58
		SP:Iteration 23Q (6123.600000 sec): 3 clusters
  Score: Raw -2047113.278898 + Penalty 4724.981554 = -2042388.297344
  nChanged 33
		SP:Iteration 24Q (6123.630000 sec): 3 clusters
  Score: Raw -2047139.448174 + Penalty 4724.981554 = -2042414.466620
  nChanged 30
		SP:Iteration 25Q (6123.670000 sec): 3 clusters
  Score: Raw -2047167.025315 + Penalty 4724.981554 = -2042442.043761
  nChanged 17
		SP:Iteration 26Q (6123.710000 sec): 3 clusters
  Score: Raw -2047182.827678 + Penalty 4724.981554 = -2042457.846124
  nChanged 23
		SP:Iteration 27Q (6123.750000 sec): 3 clusters
  Score: Raw -2047201.989114 + Penalty 4724.981554 = -2042477.007560
  nChanged 20
		SP:Iteration 28Q (6123.790000 sec): 3 clusters
  Score: Raw -2047220.150546 + Penalty 4724.981554 = -2042495.168992
  nChanged 16
		SP:Iteration 29Q (6123.820000 sec): 3 clusters
  Score: Raw -2047229.632189 + Penalty 4724.981554 = -2042504.650635
  nChanged 13
		SP:Iteration 30Q (6123.860000 sec): 3 clusters
  Score: Raw -2047236.908427 + Penalty 4724.981554 = -2042511.926873
  nChanged 4
		SP:Iteration 31Q (6123.890000 sec): 3 clusters
  Score: Raw -2047239.177171 + Penalty 4724.981554 = -2042514.195617
  nChanged 1
		SP:Iteration 32Q (6123.930000 sec): 3 clusters
  Score: Raw -2047240.579582 + Penalty 4724.981554 = -2042515.598028
  nChanged 4
		SP:Iteration 33Q (6123.970000 sec): 3 clusters
  Score: Raw -2047244.301567 + Penalty 4724.981554 = -2042519.320013
  nChanged 5
		SP:Iteration 34Q (6124.010000 sec): 3 clusters
  Score: Raw -2047249.188246 + Penalty 4724.981554 = -2042524.206692
  nChanged 2
		SP:Iteration 35Q (6124.040000 sec): 3 clusters
  Score: Raw -2047250.860379 + Penalty 4724.981554 = -2042525.878825
  nChanged 3
		SP:Iteration 36Q (6124.080000 sec): 3 clusters
  Score: Raw -2047255.382564 + Penalty 4724.981554 = -2042530.401010
  nChanged 4
		SP:Iteration 37Q (6124.110000 sec): 3 clusters
  Score: Raw -2047258.213771 + Penalty 4724.981554 = -2042533.232217
  nChanged 3
		SP:Iteration 38Q (6124.150000 sec): 3 clusters
  Score: Raw -2047260.260029 + Penalty 4724.981554 = -2042535.278475
  nChanged 6
		SP:Iteration 39Q (6124.190000 sec): 3 clusters
  Score: Raw -2047267.969718 + Penalty 4724.981554 = -2042542.988164
  nChanged 5
		SP:Iteration 40F (6124.240000 sec): 3 clusters
  Score: Raw -2047271.290810 + Penalty 4724.981554 = -2042546.309256
  nChanged 6
		SP:Iteration 41Q (6124.270000 sec): 3 clusters
  Score: Raw -2047274.997764 + Penalty 4724.981554 = -2042550.016210
  nChanged 5
		SP:Iteration 42Q (6124.310000 sec): 3 clusters
  Score: Raw -2047279.466421 + Penalty 4724.981554 = -2042554.484867
  nChanged 2
		SP:Iteration 43Q (6124.350000 sec): 3 clusters
  Score: Raw -2047280.613829 + Penalty 4724.981554 = -2042555.632275
  nChanged 0
		SP:Iteration 44F (6124.390000 sec): 3 clusters
  Score: Raw -2047280.613829 + Penalty 4724.981554 = -2042555.632275
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69755 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6124.630000 sec): 2 clusters
  Score: Raw -10200814.141916 + Penalty 2765.880607 = -10198048.261310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6124.890000 sec): 3 clusters
  Score: Raw -10156667.496323 + Penalty 5531.761213 = -10151135.735109
  nChanged 32657
		SP:Iteration 1F (6125.150000 sec): 3 clusters
  Score: Raw -10174980.251754 + Penalty 5531.761213 = -10169448.490541
  nChanged 2432
		SP:Iteration 2Q (6125.410000 sec): 3 clusters
  Score: Raw -10175554.279123 + Penalty 5531.761213 = -10170022.517910
  nChanged 2234
		SP:Iteration 3Q (6125.670000 sec): 3 clusters
  Score: Raw -10176108.928343 + Penalty 5531.761213 = -10170577.167130
  nChanged 2299
		SP:Iteration 4Q (6125.930000 sec): 3 clusters
  Score: Raw -10176762.725549 + Penalty 5531.761213 = -10171230.964335
  nChanged 2347
		SP:Iteration 5Q (6126.200000 sec): 3 clusters
  Score: Raw -10177524.427397 + Penalty 5531.761213 = -10171992.666183
  nChanged 2600
		SP:Iteration 6Q (6126.470000 sec): 3 clusters
  Score: Raw -10178528.712823 + Penalty 5531.761213 = -10172996.951610
  nChanged 2866
		SP:Iteration 7Q (6126.730000 sec): 3 clusters
  Score: Raw -10179746.702495 + Penalty 5531.761213 = -10174214.941282
  nChanged 3039
		SP:Iteration 8Q (6126.990000 sec): 3 clusters
  Score: Raw -10181198.831075 + Penalty 5531.761213 = -10175667.069862
  nChanged 3238
		SP:Iteration 9Q (6127.250000 sec): 3 clusters
  Score: Raw -10182982.145507 + Penalty 5531.761213 = -10177450.384294
  nChanged 3408
		SP:Iteration 10Q (6127.510000 sec): 3 clusters
  Score: Raw -10184917.408504 + Penalty 5531.761213 = -10179385.647291
  nChanged 3410
		SP:Iteration 11Q (6127.770000 sec): 3 clusters
  Score: Raw -10187033.868553 + Penalty 5531.761213 = -10181502.107340
  nChanged 3508
		SP:Iteration 12F (6128.030000 sec): 3 clusters
  Score: Raw -10189270.833715 + Penalty 5531.761213 = -10183739.072502
  nChanged 3584
		SP:Iteration 13F (6128.300000 sec): 3 clusters
  Score: Raw -10191645.392119 + Penalty 5531.761213 = -10186113.630906
  nChanged 3510
		SP:Iteration 14F (6128.560000 sec): 3 clusters
  Score: Raw -10194020.793652 + Penalty 5531.761213 = -10188489.032438
  nChanged 3222
		SP:Iteration 15Q (6128.800000 sec): 3 clusters
  Score: Raw -10196150.403202 + Penalty 5531.761213 = -10190618.641988
  nChanged 2517
		SP:Iteration 16Q (6129.020000 sec): 3 clusters
  Score: Raw -10197726.945627 + Penalty 5531.761213 = -10192195.184413
  nChanged 1882
		SP:Iteration 17Q (6129.240000 sec): 3 clusters
  Score: Raw -10198874.492013 + Penalty 5531.761213 = -10193342.730799
  nChanged 1328
		SP:Iteration 18Q (6129.450000 sec): 3 clusters
  Score: Raw -10199624.290725 + Penalty 5531.761213 = -10194092.529512
  nChanged 882
		SP:Iteration 19Q (6129.650000 sec): 3 clusters
  Score: Raw -10200132.679013 + Penalty 5531.761213 = -10194600.917800
  nChanged 600
		SP:Iteration 20F (6129.910000 sec): 3 clusters
  Score: Raw -10200485.920839 + Penalty 5531.761213 = -10194954.159626
  nChanged 396
		SP:Iteration 21Q (6130.110000 sec): 3 clusters
  Score: Raw -10200715.634528 + Penalty 5531.761213 = -10195183.873315
  nChanged 275
		SP:Iteration 22Q (6130.300000 sec): 3 clusters
  Score: Raw -10200875.314233 + Penalty 5531.761213 = -10195343.553020
  nChanged 177
		SP:Iteration 23Q (6130.490000 sec): 3 clusters
  Score: Raw -10200976.427606 + Penalty 5531.761213 = -10195444.666392
  nChanged 138
		SP:Iteration 24Q (6130.680000 sec): 3 clusters
  Score: Raw -10201058.056170 + Penalty 5531.761213 = -10195526.294957
  nChanged 101
		SP:Iteration 25Q (6130.860000 sec): 3 clusters
  Score: Raw -10201114.642369 + Penalty 5531.761213 = -10195582.881155
  nChanged 87
		SP:Iteration 26Q (6131.040000 sec): 3 clusters
  Score: Raw -10201159.822561 + Penalty 5531.761213 = -10195628.061348
  nChanged 62
		SP:Iteration 27Q (6131.230000 sec): 3 clusters
  Score: Raw -10201194.820259 + Penalty 5531.761213 = -10195663.059045
  nChanged 43
		SP:Iteration 28Q (6131.410000 sec): 3 clusters
  Score: Raw -10201216.356367 + Penalty 5531.761213 = -10195684.595153
  nChanged 28
		SP:Iteration 29Q (6131.590000 sec): 3 clusters
  Score: Raw -10201231.408449 + Penalty 5531.761213 = -10195699.647236
  nChanged 25
		SP:Iteration 30Q (6131.770000 sec): 3 clusters
  Score: Raw -10201244.072134 + Penalty 5531.761213 = -10195712.310921
  nChanged 18
		SP:Iteration 31Q (6131.950000 sec): 3 clusters
  Score: Raw -10201253.103383 + Penalty 5531.761213 = -10195721.342170
  nChanged 18
		SP:Iteration 32Q (6132.130000 sec): 3 clusters
  Score: Raw -10201261.687663 + Penalty 5531.761213 = -10195729.926449
  nChanged 16
		SP:Iteration 33Q (6132.310000 sec): 3 clusters
  Score: Raw -10201269.934299 + Penalty 5531.761213 = -10195738.173086
  nChanged 12
		SP:Iteration 34Q (6132.500000 sec): 3 clusters
  Score: Raw -10201276.721122 + Penalty 5531.761213 = -10195744.959909
  nChanged 10
		SP:Iteration 35Q (6132.680000 sec): 3 clusters
  Score: Raw -10201281.244970 + Penalty 5531.761213 = -10195749.483757
  nChanged 7
		SP:Iteration 36Q (6132.860000 sec): 3 clusters
  Score: Raw -10201284.049799 + Penalty 5531.761213 = -10195752.288585
  nChanged 3
		SP:Iteration 37Q (6133.040000 sec): 3 clusters
  Score: Raw -10201286.433945 + Penalty 5531.761213 = -10195754.672732
  nChanged 1
		SP:Iteration 38Q (6133.220000 sec): 3 clusters
  Score: Raw -10201286.965287 + Penalty 5531.761213 = -10195755.204073
  nChanged 2
		SP:Iteration 39Q (6133.400000 sec): 3 clusters
  Score: Raw -10201287.746057 + Penalty 5531.761213 = -10195755.984843
  nChanged 3
		SP:Iteration 40F (6133.650000 sec): 3 clusters
  Score: Raw -10201289.054897 + Penalty 5531.761213 = -10195757.293684
  nChanged 2
		SP:Iteration 41Q (6133.830000 sec): 3 clusters
  Score: Raw -10201289.857367 + Penalty 5531.761213 = -10195758.096153
  nChanged 5
		SP:Iteration 42Q (6134.010000 sec): 3 clusters
  Score: Raw -10201293.006110 + Penalty 5531.761213 = -10195761.244897
  nChanged 7
		SP:Iteration 43Q (6134.200000 sec): 3 clusters
  Score: Raw -10201296.951698 + Penalty 5531.761213 = -10195765.190485
  nChanged 5
		SP:Iteration 44Q (6134.380000 sec): 3 clusters
  Score: Raw -10201299.730139 + Penalty 5531.761213 = -10195767.968925
  nChanged 9
		SP:Iteration 45Q (6134.560000 sec): 3 clusters
  Score: Raw -10201304.691067 + Penalty 5531.761213 = -10195772.929854
  nChanged 9
		SP:Iteration 46Q (6134.740000 sec): 3 clusters
  Score: Raw -10201309.060595 + Penalty 5531.761213 = -10195777.299381
  nChanged 1
		SP:Iteration 47Q (6134.920000 sec): 3 clusters
  Score: Raw -10201309.403539 + Penalty 5531.761213 = -10195777.642326
  nChanged 4
		SP:Iteration 48Q (6135.100000 sec): 3 clusters
  Score: Raw -10201311.262325 + Penalty 5531.761213 = -10195779.501112
  nChanged 2
		SP:Iteration 49Q (6135.280000 sec): 3 clusters
  Score: Raw -10201312.555419 + Penalty 5531.761213 = -10195780.794206
  nChanged 1
		SP:Iteration 50Q (6135.460000 sec): 3 clusters
  Score: Raw -10201313.251567 + Penalty 5531.761213 = -10195781.490354
  nChanged 1
		SP:Iteration 51Q (6135.640000 sec): 3 clusters
  Score: Raw -10201313.608756 + Penalty 5531.761213 = -10195781.847542
  nChanged 0
		SP:Iteration 52F (6135.900000 sec): 3 clusters
  Score: Raw -10201313.608756 + Penalty 5531.761213 = -10195781.847542
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6135.940000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6135.950000 sec): 3 clusters
  Score: Raw -385239.402460 + Penalty 3923.652944 = -381315.749517
  nChanged 919
		SP:Iteration 1F (6135.960000 sec): 3 clusters
  Score: Raw -385827.468568 + Penalty 3923.652944 = -381903.815624
  nChanged 215
		SP:Iteration 2F (6135.970000 sec): 3 clusters
  Score: Raw -385988.943601 + Penalty 3923.652944 = -382065.290657
  nChanged 119
		SP:Iteration 3Q (6135.980000 sec): 3 clusters
  Score: Raw -386063.493424 + Penalty 3923.652944 = -382139.840481
  nChanged 71
		SP:Iteration 4Q (6135.990000 sec): 3 clusters
  Score: Raw -386104.270055 + Penalty 3923.652944 = -382180.617111
  nChanged 46
		SP:Iteration 5Q (6136.000000 sec): 3 clusters
  Score: Raw -386131.179312 + Penalty 3923.652944 = -382207.526369
  nChanged 37
		SP:Iteration 6Q (6136.010000 sec): 3 clusters
  Score: Raw -386152.832406 + Penalty 3923.652944 = -382229.179462
  nChanged 38
		SP:Iteration 7Q (6136.020000 sec): 3 clusters
  Score: Raw -386174.882372 + Penalty 3923.652944 = -382251.229428
  nChanged 26
		SP:Iteration 8Q (6136.030000 sec): 3 clusters
  Score: Raw -386186.255580 + Penalty 3923.652944 = -382262.602636
  nChanged 19
		SP:Iteration 9Q (6136.030000 sec): 3 clusters
  Score: Raw -386193.877937 + Penalty 3923.652944 = -382270.224994
  nChanged 7
		SP:Iteration 10Q (6136.050000 sec): 3 clusters
  Score: Raw -386197.339175 + Penalty 3923.652944 = -382273.686232
  nChanged 10
		SP:Iteration 11Q (6136.050000 sec): 3 clusters
  Score: Raw -386200.542710 + Penalty 3923.652944 = -382276.889767
  nChanged 6
		SP:Iteration 12Q (6136.070000 sec): 3 clusters
  Score: Raw -386203.278197 + Penalty 3923.652944 = -382279.625254
  nChanged 5
		SP:Iteration 13Q (6136.070000 sec): 3 clusters
  Score: Raw -386205.280653 + Penalty 3923.652944 = -382281.627709
  nChanged 4
		SP:Iteration 14Q (6136.090000 sec): 3 clusters
  Score: Raw -386206.760268 + Penalty 3923.652944 = -382283.107325
  nChanged 3
		SP:Iteration 15Q (6136.090000 sec): 3 clusters
  Score: Raw -386207.830851 + Penalty 3923.652944 = -382284.177907
  nChanged 2
		SP:Iteration 16Q (6136.110000 sec): 3 clusters
  Score: Raw -386208.625285 + Penalty 3923.652944 = -382284.972342
  nChanged 1
		SP:Iteration 17Q (6136.110000 sec): 3 clusters
  Score: Raw -386210.998212 + Penalty 3923.652944 = -382287.345269
  nChanged 3
		SP:Iteration 18Q (6136.130000 sec): 3 clusters
  Score: Raw -386212.060766 + Penalty 3923.652944 = -382288.407823
  nChanged 2
		SP:Iteration 19Q (6136.130000 sec): 3 clusters
  Score: Raw -386213.141562 + Penalty 3923.652944 = -382289.488618
  nChanged 2
		SP:Iteration 20F (6136.140000 sec): 3 clusters
  Score: Raw -386214.656488 + Penalty 3923.652944 = -382291.003545
  nChanged 5
		SP:Iteration 21Q (6136.150000 sec): 3 clusters
  Score: Raw -386217.394646 + Penalty 3923.652944 = -382293.741703
  nChanged 5
		SP:Iteration 22Q (6136.160000 sec): 3 clusters
  Score: Raw -386219.904182 + Penalty 3923.652944 = -382296.251239
  nChanged 2
		SP:Iteration 23Q (6136.170000 sec): 3 clusters
  Score: Raw -386220.473563 + Penalty 3923.652944 = -382296.820619
  nChanged 1
		SP:Iteration 24Q (6136.180000 sec): 3 clusters
  Score: Raw -386221.008880 + Penalty 3923.652944 = -382297.355936
  nChanged 2
		SP:Iteration 25Q (6136.190000 sec): 3 clusters
  Score: Raw -386222.566151 + Penalty 3923.652944 = -382298.913208
  nChanged 5
		SP:Iteration 26Q (6136.200000 sec): 3 clusters
  Score: Raw -386224.354829 + Penalty 3923.652944 = -382300.701886
  nChanged 1
		SP:Iteration 27Q (6136.210000 sec): 3 clusters
  Score: Raw -386224.717558 + Penalty 3923.652944 = -382301.064614
  nChanged 0
		SP:Iteration 28F (6136.220000 sec): 3 clusters
  Score: Raw -386224.717558 + Penalty 3923.652944 = -382301.064614
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6136.230000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6136.230000 sec): 3 clusters
  Score: Raw -168865.452315 + Penalty 3494.272938 = -165371.179377
  nChanged 287
		SP:Iteration 1F (6136.240000 sec): 3 clusters
  Score: Raw -169157.405127 + Penalty 3494.272938 = -165663.132189
  nChanged 74
		SP:Iteration 2F (6136.240000 sec): 3 clusters
  Score: Raw -169248.439328 + Penalty 3494.272938 = -165754.166390
  nChanged 42
		SP:Iteration 3Q (6136.250000 sec): 3 clusters
  Score: Raw -169306.428432 + Penalty 3494.272938 = -165812.155494
  nChanged 23
		SP:Iteration 4Q (6136.250000 sec): 3 clusters
  Score: Raw -169334.743646 + Penalty 3494.272938 = -165840.470708
  nChanged 11
		SP:Iteration 5Q (6136.250000 sec): 3 clusters
  Score: Raw -169346.790772 + Penalty 3494.272938 = -165852.517834
  nChanged 9
		SP:Iteration 6Q (6136.260000 sec): 3 clusters
  Score: Raw -169354.921827 + Penalty 3494.272938 = -165860.648889
  nChanged 3
		SP:Iteration 7Q (6136.260000 sec): 3 clusters
  Score: Raw -169357.793908 + Penalty 3494.272938 = -165863.520970
  nChanged 3
		SP:Iteration 8Q (6136.270000 sec): 3 clusters
  Score: Raw -169360.076210 + Penalty 3494.272938 = -165865.803271
  nChanged 1
		SP:Iteration 9Q (6136.270000 sec): 3 clusters
  Score: Raw -169360.460339 + Penalty 3494.272938 = -165866.187401
  nChanged 1
		SP:Iteration 10Q (6136.270000 sec): 3 clusters
  Score: Raw -169361.298594 + Penalty 3494.272938 = -165867.025655
  nChanged 2
		SP:Iteration 11Q (6136.280000 sec): 3 clusters
  Score: Raw -169361.999954 + Penalty 3494.272938 = -165867.727016
  nChanged 0
		SP:Iteration 12F (6136.280000 sec): 3 clusters
  Score: Raw -169361.999954 + Penalty 3494.272938 = -165867.727016
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6136.290000 sec): 2 clusters
  Score: Raw -256828.957112 + Penalty 1864.479917 = -254964.477195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6136.300000 sec): 3 clusters
  Score: Raw -256212.341505 + Penalty 3728.959834 = -252483.381671
  nChanged 598
		SP:Iteration 1F (6136.300000 sec): 3 clusters
  Score: Raw -256714.928652 + Penalty 3728.959834 = -252985.968818
  nChanged 124
		SP:Iteration 2F (6136.310000 sec): 3 clusters
  Score: Raw -256851.932478 + Penalty 3728.959834 = -253122.972644
  nChanged 76
		SP:Iteration 3Q (6136.320000 sec): 3 clusters
  Score: Raw -256928.691268 + Penalty 3728.959834 = -253199.731434
  nChanged 40
		SP:Iteration 4Q (6136.320000 sec): 3 clusters
  Score: Raw -256963.335461 + Penalty 3728.959834 = -253234.375628
  nChanged 32
		SP:Iteration 5Q (6136.330000 sec): 3 clusters
  Score: Raw -256987.874023 + Penalty 3728.959834 = -253258.914189
  nChanged 27
		SP:Iteration 6Q (6136.340000 sec): 3 clusters
  Score: Raw -257010.661283 + Penalty 3728.959834 = -253281.701449
  nChanged 21
		SP:Iteration 7Q (6136.340000 sec): 3 clusters
  Score: Raw -257082.466341 + Penalty 3728.959834 = -253353.506507
  nChanged 30
		SP:Iteration 8Q (6136.350000 sec): 3 clusters
  Score: Raw -257199.445533 + Penalty 3728.959834 = -253470.485699
  nChanged 49
		SP:Iteration 9Q (6136.350000 sec): 3 clusters
  Score: Raw -257287.904679 + Penalty 3728.959834 = -253558.944845
  nChanged 48
		SP:Iteration 10Q (6136.360000 sec): 3 clusters
  Score: Raw -257335.741138 + Penalty 3728.959834 = -253606.781305
  nChanged 38
		SP:Iteration 11Q (6136.370000 sec): 3 clusters
  Score: Raw -257373.701017 + Penalty 3728.959834 = -253644.741183
  nChanged 43
		SP:Iteration 12Q (6136.370000 sec): 3 clusters
  Score: Raw -257413.400980 + Penalty 3728.959834 = -253684.441146
  nChanged 40
		SP:Iteration 13Q (6136.380000 sec): 3 clusters
  Score: Raw -257443.259508 + Penalty 3728.959834 = -253714.299674
  nChanged 43
		SP:Iteration 14Q (6136.390000 sec): 3 clusters
  Score: Raw -257482.269726 + Penalty 3728.959834 = -253753.309892
  nChanged 36
		SP:Iteration 15Q (6136.390000 sec): 3 clusters
  Score: Raw -257510.990815 + Penalty 3728.959834 = -253782.030981
  nChanged 33
		SP:Iteration 16Q (6136.400000 sec): 3 clusters
  Score: Raw -257535.472897 + Penalty 3728.959834 = -253806.513063
  nChanged 27
		SP:Iteration 17Q (6136.400000 sec): 3 clusters
  Score: Raw -257558.750792 + Penalty 3728.959834 = -253829.790958
  nChanged 25
		SP:Iteration 18Q (6136.410000 sec): 3 clusters
  Score: Raw -257578.069450 + Penalty 3728.959834 = -253849.109616
  nChanged 21
		SP:Iteration 19Q (6136.420000 sec): 3 clusters
  Score: Raw -257594.455750 + Penalty 3728.959834 = -253865.495916
  nChanged 23
		SP:Iteration 20F (6136.420000 sec): 3 clusters
  Score: Raw -257612.627534 + Penalty 3728.959834 = -253883.667701
  nChanged 21
		SP:Iteration 21Q (6136.430000 sec): 3 clusters
  Score: Raw -257630.875050 + Penalty 3728.959834 = -253901.915216
  nChanged 22
		SP:Iteration 22Q (6136.430000 sec): 3 clusters
  Score: Raw -257647.799288 + Penalty 3728.959834 = -253918.839454
  nChanged 18
		SP:Iteration 23Q (6136.440000 sec): 3 clusters
  Score: Raw -257665.011057 + Penalty 3728.959834 = -253936.051223
  nChanged 18
		SP:Iteration 24Q (6136.450000 sec): 3 clusters
  Score: Raw -257684.030372 + Penalty 3728.959834 = -253955.070538
  nChanged 23
		SP:Iteration 25Q (6136.450000 sec): 3 clusters
  Score: Raw -257709.531332 + Penalty 3728.959834 = -253980.571498
  nChanged 23
		SP:Iteration 26Q (6136.460000 sec): 3 clusters
  Score: Raw -257729.153338 + Penalty 3728.959834 = -254000.193505
  nChanged 21
		SP:Iteration 27Q (6136.470000 sec): 3 clusters
  Score: Raw -257752.583553 + Penalty 3728.959834 = -254023.623720
  nChanged 15
		SP:Iteration 28Q (6136.470000 sec): 3 clusters
  Score: Raw -257766.203748 + Penalty 3728.959834 = -254037.243915
  nChanged 9
		SP:Iteration 29Q (6136.480000 sec): 3 clusters
  Score: Raw -257775.170359 + Penalty 3728.959834 = -254046.210526
  nChanged 10
		SP:Iteration 30Q (6136.490000 sec): 3 clusters
  Score: Raw -257784.169691 + Penalty 3728.959834 = -254055.209857
  nChanged 2
		SP:Iteration 31Q (6136.490000 sec): 3 clusters
  Score: Raw -257785.480151 + Penalty 3728.959834 = -254056.520317
  nChanged 4
		SP:Iteration 32Q (6136.500000 sec): 3 clusters
  Score: Raw -257788.764744 + Penalty 3728.959834 = -254059.804910
  nChanged 4
		SP:Iteration 33Q (6136.510000 sec): 3 clusters
  Score: Raw -257792.193787 + Penalty 3728.959834 = -254063.233953
  nChanged 5
		SP:Iteration 34Q (6136.510000 sec): 3 clusters
  Score: Raw -257795.084727 + Penalty 3728.959834 = -254066.124893
  nChanged 3
		SP:Iteration 35Q (6136.520000 sec): 3 clusters
  Score: Raw -257796.543557 + Penalty 3728.959834 = -254067.583724
  nChanged 1
		SP:Iteration 36Q (6136.530000 sec): 3 clusters
  Score: Raw -257796.771120 + Penalty 3728.959834 = -254067.811286
  nChanged 1
		SP:Iteration 37Q (6136.540000 sec): 3 clusters
  Score: Raw -257797.088002 + Penalty 3728.959834 = -254068.128169
  nChanged 0
		SP:Iteration 38F (6136.540000 sec): 3 clusters
  Score: Raw -257797.088002 + Penalty 3728.959834 = -254068.128169
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10982 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6136.580000 sec): 2 clusters
  Score: Raw -1678114.868052 + Penalty 2307.395186 = -1675807.472866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6136.620000 sec): 3 clusters
  Score: Raw -1672086.046735 + Penalty 4614.790373 = -1667471.256363
  nChanged 4584
		SP:Iteration 1F (6136.660000 sec): 3 clusters
  Score: Raw -1674592.894299 + Penalty 4614.790373 = -1669978.103926
  nChanged 695
		SP:Iteration 2F (6136.700000 sec): 3 clusters
  Score: Raw -1674908.148884 + Penalty 4614.790373 = -1670293.358512
  nChanged 535
		SP:Iteration 3Q (6136.740000 sec): 3 clusters
  Score: Raw -1675153.689302 + Penalty 4614.790373 = -1670538.898929
  nChanged 513
		SP:Iteration 4Q (6136.780000 sec): 3 clusters
  Score: Raw -1675395.827561 + Penalty 4614.790373 = -1670781.037188
  nChanged 516
		SP:Iteration 5Q (6136.820000 sec): 3 clusters
  Score: Raw -1675696.875898 + Penalty 4614.790373 = -1671082.085525
  nChanged 555
		SP:Iteration 6F (6136.860000 sec): 3 clusters
  Score: Raw -1676081.184498 + Penalty 4614.790373 = -1671466.394126
  nChanged 610
		SP:Iteration 7F (6136.900000 sec): 3 clusters
  Score: Raw -1676549.649155 + Penalty 4614.790373 = -1671934.858783
  nChanged 574
		SP:Iteration 8F (6136.940000 sec): 3 clusters
  Score: Raw -1677051.846901 + Penalty 4614.790373 = -1672437.056528
  nChanged 486
		SP:Iteration 9Q (6136.980000 sec): 3 clusters
  Score: Raw -1677479.239122 + Penalty 4614.790373 = -1672864.448749
  nChanged 342
		SP:Iteration 10Q (6137.010000 sec): 3 clusters
  Score: Raw -1677809.633055 + Penalty 4614.790373 = -1673194.842683
  nChanged 237
		SP:Iteration 11Q (6137.050000 sec): 3 clusters
  Score: Raw -1678030.355360 + Penalty 4614.790373 = -1673415.564988
  nChanged 132
		SP:Iteration 12Q (6137.080000 sec): 3 clusters
  Score: Raw -1678176.644898 + Penalty 4614.790373 = -1673561.854525
  nChanged 66
		SP:Iteration 13Q (6137.110000 sec): 3 clusters
  Score: Raw -1678252.125997 + Penalty 4614.790373 = -1673637.335624
  nChanged 44
		SP:Iteration 14Q (6137.140000 sec): 3 clusters
  Score: Raw -1678306.196410 + Penalty 4614.790373 = -1673691.406038
  nChanged 31
		SP:Iteration 15Q (6137.180000 sec): 3 clusters
  Score: Raw -1678342.531258 + Penalty 4614.790373 = -1673727.740886
  nChanged 15
		SP:Iteration 16Q (6137.200000 sec): 3 clusters
  Score: Raw -1678360.184773 + Penalty 4614.790373 = -1673745.394400
  nChanged 10
		SP:Iteration 17Q (6137.240000 sec): 3 clusters
  Score: Raw -1678370.077419 + Penalty 4614.790373 = -1673755.287047
  nChanged 2
		SP:Iteration 18Q (6137.260000 sec): 3 clusters
  Score: Raw -1678372.624046 + Penalty 4614.790373 = -1673757.833674
  nChanged 2
		SP:Iteration 19Q (6137.290000 sec): 3 clusters
  Score: Raw -1678375.376437 + Penalty 4614.790373 = -1673760.586065
  nChanged 4
		SP:Iteration 20F (6137.330000 sec): 3 clusters
  Score: Raw -1678381.694102 + Penalty 4614.790373 = -1673766.903730
  nChanged 1
		SP:Iteration 21Q (6137.360000 sec): 3 clusters
  Score: Raw -1678383.828456 + Penalty 4614.790373 = -1673769.038083
  nChanged 3
		SP:Iteration 22Q (6137.390000 sec): 3 clusters
  Score: Raw -1678386.640938 + Penalty 4614.790373 = -1673771.850565
  nChanged 2
		SP:Iteration 23Q (6137.420000 sec): 3 clusters
  Score: Raw -1678389.390267 + Penalty 4614.790373 = -1673774.599894
  nChanged 2
		SP:Iteration 24Q (6137.450000 sec): 3 clusters
  Score: Raw -1678391.896658 + Penalty 4614.790373 = -1673777.106285
  nChanged 0
		SP:Iteration 25F (6137.490000 sec): 3 clusters
  Score: Raw -1678391.896658 + Penalty 4614.790373 = -1673777.106285
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6137.540000 sec): 2 clusters
  Score: Raw -1982916.566725 + Penalty 2369.286700 = -1980547.280025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6137.580000 sec): 3 clusters
  Score: Raw -1975039.099029 + Penalty 4738.573400 = -1970300.525629
  nChanged 5933
		SP:Iteration 1F (6137.640000 sec): 3 clusters
  Score: Raw -1978238.729919 + Penalty 4738.573400 = -1973500.156519
  nChanged 911
		SP:Iteration 2F (6137.690000 sec): 3 clusters
  Score: Raw -1978648.720993 + Penalty 4738.573400 = -1973910.147593
  nChanged 723
		SP:Iteration 3F (6137.740000 sec): 3 clusters
  Score: Raw -1978955.629837 + Penalty 4738.573400 = -1974217.056437
  nChanged 664
		SP:Iteration 4Q (6137.790000 sec): 3 clusters
  Score: Raw -1979264.268856 + Penalty 4738.573400 = -1974525.695456
  nChanged 603
		SP:Iteration 5Q (6137.840000 sec): 3 clusters
  Score: Raw -1979540.617900 + Penalty 4738.573400 = -1974802.044500
  nChanged 574
		SP:Iteration 6Q (6137.890000 sec): 3 clusters
  Score: Raw -1979823.698970 + Penalty 4738.573400 = -1975085.125569
  nChanged 563
		SP:Iteration 7Q (6137.940000 sec): 3 clusters
  Score: Raw -1980115.043247 + Penalty 4738.573400 = -1975376.469846
  nChanged 514
		SP:Iteration 8Q (6137.990000 sec): 3 clusters
  Score: Raw -1980398.771537 + Penalty 4738.573400 = -1975660.198137
  nChanged 520
		SP:Iteration 9Q (6138.040000 sec): 3 clusters
  Score: Raw -1980739.745567 + Penalty 4738.573400 = -1976001.172167
  nChanged 597
		SP:Iteration 10Q (6138.100000 sec): 3 clusters
  Score: Raw -1981167.506283 + Penalty 4738.573400 = -1976428.932883
  nChanged 593
		SP:Iteration 11Q (6138.140000 sec): 3 clusters
  Score: Raw -1981603.620916 + Penalty 4738.573400 = -1976865.047516
  nChanged 552
		SP:Iteration 12Q (6138.190000 sec): 3 clusters
  Score: Raw -1981987.198239 + Penalty 4738.573400 = -1977248.624839
  nChanged 450
		SP:Iteration 13Q (6138.240000 sec): 3 clusters
  Score: Raw -1982277.034435 + Penalty 4738.573400 = -1977538.461035
  nChanged 374
		SP:Iteration 14Q (6138.290000 sec): 3 clusters
  Score: Raw -1982499.147974 + Penalty 4738.573400 = -1977760.574573
  nChanged 297
		SP:Iteration 15Q (6138.340000 sec): 3 clusters
  Score: Raw -1982669.533995 + Penalty 4738.573400 = -1977930.960595
  nChanged 266
		SP:Iteration 16Q (6138.380000 sec): 3 clusters
  Score: Raw -1982827.160134 + Penalty 4738.573400 = -1978088.586734
  nChanged 251
		SP:Iteration 17Q (6138.430000 sec): 3 clusters
  Score: Raw -1983002.017936 + Penalty 4738.573400 = -1978263.444535
  nChanged 256
		SP:Iteration 18Q (6138.470000 sec): 3 clusters
  Score: Raw -1983183.513373 + Penalty 4738.573400 = -1978444.939973
  nChanged 223
		SP:Iteration 19Q (6138.520000 sec): 3 clusters
  Score: Raw -1983349.579169 + Penalty 4738.573400 = -1978611.005769
  nChanged 198
		SP:Iteration 20F (6138.570000 sec): 3 clusters
  Score: Raw -1983517.321389 + Penalty 4738.573400 = -1978778.747989
  nChanged 202
		SP:Iteration 21Q (6138.610000 sec): 3 clusters
  Score: Raw -1983670.998889 + Penalty 4738.573400 = -1978932.425489
  nChanged 165
		SP:Iteration 22Q (6138.660000 sec): 3 clusters
  Score: Raw -1983780.784426 + Penalty 4738.573400 = -1979042.211026
  nChanged 116
		SP:Iteration 23Q (6138.700000 sec): 3 clusters
  Score: Raw -1983837.410838 + Penalty 4738.573400 = -1979098.837438
  nChanged 93
		SP:Iteration 24Q (6138.740000 sec): 3 clusters
  Score: Raw -1983873.438518 + Penalty 4738.573400 = -1979134.865118
  nChanged 67
		SP:Iteration 25Q (6138.780000 sec): 3 clusters
  Score: Raw -1983899.140626 + Penalty 4738.573400 = -1979160.567226
  nChanged 57
		SP:Iteration 26Q (6138.820000 sec): 3 clusters
  Score: Raw -1983918.637029 + Penalty 4738.573400 = -1979180.063629
  nChanged 38
		SP:Iteration 27Q (6138.860000 sec): 3 clusters
  Score: Raw -1983930.275925 + Penalty 4738.573400 = -1979191.702525
  nChanged 30
		SP:Iteration 28Q (6138.900000 sec): 3 clusters
  Score: Raw -1983936.761488 + Penalty 4738.573400 = -1979198.188087
  nChanged 16
		SP:Iteration 29Q (6138.940000 sec): 3 clusters
  Score: Raw -1983940.803403 + Penalty 4738.573400 = -1979202.230003
  nChanged 15
		SP:Iteration 30Q (6138.980000 sec): 3 clusters
  Score: Raw -1983944.247757 + Penalty 4738.573400 = -1979205.674356
  nChanged 6
		SP:Iteration 31Q (6139.020000 sec): 3 clusters
  Score: Raw -1983946.040266 + Penalty 4738.573400 = -1979207.466866
  nChanged 9
		SP:Iteration 32Q (6139.060000 sec): 3 clusters
  Score: Raw -1983948.583558 + Penalty 4738.573400 = -1979210.010158
  nChanged 7
		SP:Iteration 33Q (6139.100000 sec): 3 clusters
  Score: Raw -1983950.461117 + Penalty 4738.573400 = -1979211.887717
  nChanged 7
		SP:Iteration 34Q (6139.140000 sec): 3 clusters
  Score: Raw -1983952.216218 + Penalty 4738.573400 = -1979213.642818
  nChanged 7
		SP:Iteration 35Q (6139.180000 sec): 3 clusters
  Score: Raw -1983954.038474 + Penalty 4738.573400 = -1979215.465074
  nChanged 11
		SP:Iteration 36Q (6139.220000 sec): 3 clusters
  Score: Raw -1983957.037973 + Penalty 4738.573400 = -1979218.464573
  nChanged 4
		SP:Iteration 37Q (6139.260000 sec): 3 clusters
  Score: Raw -1983958.122558 + Penalty 4738.573400 = -1979219.549158
  nChanged 3
		SP:Iteration 38Q (6139.300000 sec): 3 clusters
  Score: Raw -1983958.904125 + Penalty 4738.573400 = -1979220.330725
  nChanged 4
		SP:Iteration 39Q (6139.350000 sec): 3 clusters
  Score: Raw -1983960.281902 + Penalty 4738.573400 = -1979221.708502
  nChanged 4
		SP:Iteration 40F (6139.400000 sec): 3 clusters
  Score: Raw -1983961.094111 + Penalty 4738.573400 = -1979222.520711
  nChanged 1
		SP:Iteration 41Q (6139.440000 sec): 3 clusters
  Score: Raw -1983961.310739 + Penalty 4738.573400 = -1979222.737339
  nChanged 1
		SP:Iteration 42Q (6139.480000 sec): 3 clusters
  Score: Raw -1983961.425907 + Penalty 4738.573400 = -1979222.852507
  nChanged 0
		SP:Iteration 43F (6139.530000 sec): 3 clusters
  Score: Raw -1983961.425907 + Penalty 4738.573400 = -1979222.852507
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6139.540000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6139.540000 sec): 3 clusters
  Score: Raw -73228.295170 + Penalty 3074.445443 = -70153.849726
  nChanged 77
		SP:Iteration 1F (6139.540000 sec): 3 clusters
  Score: Raw -73396.906994 + Penalty 3074.445443 = -70322.461551
  nChanged 23
		SP:Iteration 2Q (6139.540000 sec): 3 clusters
  Score: Raw -73450.240012 + Penalty 3074.445443 = -70375.794568
  nChanged 7
		SP:Iteration 3Q (6139.540000 sec): 3 clusters
  Score: Raw -73467.843453 + Penalty 3074.445443 = -70393.398010
  nChanged 0
		SP:Iteration 4F (6139.550000 sec): 3 clusters
  Score: Raw -73467.843453 + Penalty 3074.445443 = -70393.398010
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6139.560000 sec): 2 clusters
  Score: Raw -311489.106091 + Penalty 1906.964035 = -309582.142056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6139.560000 sec): 3 clusters
  Score: Raw -310632.275392 + Penalty 3813.928069 = -306818.347322
  nChanged 698
		SP:Iteration 1F (6139.570000 sec): 3 clusters
  Score: Raw -311149.262769 + Penalty 3813.928069 = -307335.334700
  nChanged 172
		SP:Iteration 2F (6139.580000 sec): 3 clusters
  Score: Raw -311293.977171 + Penalty 3813.928069 = -307480.049102
  nChanged 100
		SP:Iteration 3Q (6139.590000 sec): 3 clusters
  Score: Raw -311369.308850 + Penalty 3813.928069 = -307555.380781
  nChanged 54
		SP:Iteration 4Q (6139.600000 sec): 3 clusters
  Score: Raw -311420.954933 + Penalty 3813.928069 = -307607.026864
  nChanged 45
		SP:Iteration 5Q (6139.600000 sec): 3 clusters
  Score: Raw -311458.205838 + Penalty 3813.928069 = -307644.277769
  nChanged 51
		SP:Iteration 6Q (6139.610000 sec): 3 clusters
  Score: Raw -311493.979406 + Penalty 3813.928069 = -307680.051337
  nChanged 36
		SP:Iteration 7Q (6139.620000 sec): 3 clusters
  Score: Raw -311519.137883 + Penalty 3813.928069 = -307705.209814
  nChanged 34
		SP:Iteration 8Q (6139.630000 sec): 3 clusters
  Score: Raw -311547.057429 + Penalty 3813.928069 = -307733.129360
  nChanged 31
		SP:Iteration 9Q (6139.640000 sec): 3 clusters
  Score: Raw -311568.477937 + Penalty 3813.928069 = -307754.549867
  nChanged 24
		SP:Iteration 10Q (6139.640000 sec): 3 clusters
  Score: Raw -311586.449302 + Penalty 3813.928069 = -307772.521233
  nChanged 21
		SP:Iteration 11Q (6139.650000 sec): 3 clusters
  Score: Raw -311600.043255 + Penalty 3813.928069 = -307786.115185
  nChanged 14
		SP:Iteration 12Q (6139.660000 sec): 3 clusters
  Score: Raw -311610.635734 + Penalty 3813.928069 = -307796.707665
  nChanged 16
		SP:Iteration 13Q (6139.670000 sec): 3 clusters
  Score: Raw -311621.339097 + Penalty 3813.928069 = -307807.411028
  nChanged 9
		SP:Iteration 14Q (6139.680000 sec): 3 clusters
  Score: Raw -311627.268888 + Penalty 3813.928069 = -307813.340819
  nChanged 7
		SP:Iteration 15Q (6139.680000 sec): 3 clusters
  Score: Raw -311632.001267 + Penalty 3813.928069 = -307818.073198
  nChanged 9
		SP:Iteration 16Q (6139.690000 sec): 3 clusters
  Score: Raw -311638.534626 + Penalty 3813.928069 = -307824.606557
  nChanged 4
		SP:Iteration 17Q (6139.700000 sec): 3 clusters
  Score: Raw -311640.500436 + Penalty 3813.928069 = -307826.572367
  nChanged 3
		SP:Iteration 18Q (6139.710000 sec): 3 clusters
  Score: Raw -311642.898421 + Penalty 3813.928069 = -307828.970351
  nChanged 8
		SP:Iteration 19Q (6139.710000 sec): 3 clusters
  Score: Raw -311647.220765 + Penalty 3813.928069 = -307833.292696
  nChanged 8
		SP:Iteration 20F (6139.720000 sec): 3 clusters
  Score: Raw -311651.493298 + Penalty 3813.928069 = -307837.565229
  nChanged 6
		SP:Iteration 21Q (6139.730000 sec): 3 clusters
  Score: Raw -311654.539265 + Penalty 3813.928069 = -307840.611196
  nChanged 3
		SP:Iteration 22Q (6139.740000 sec): 3 clusters
  Score: Raw -311656.429103 + Penalty 3813.928069 = -307842.501034
  nChanged 3
		SP:Iteration 23Q (6139.740000 sec): 3 clusters
  Score: Raw -311657.712982 + Penalty 3813.928069 = -307843.784912
  nChanged 2
		SP:Iteration 24Q (6139.750000 sec): 3 clusters
  Score: Raw -311658.726485 + Penalty 3813.928069 = -307844.798416
  nChanged 3
		SP:Iteration 25Q (6139.760000 sec): 3 clusters
  Score: Raw -311660.051641 + Penalty 3813.928069 = -307846.123572
  nChanged 3
		SP:Iteration 26Q (6139.770000 sec): 3 clusters
  Score: Raw -311661.513074 + Penalty 3813.928069 = -307847.585005
  nChanged 2
		SP:Iteration 27Q (6139.780000 sec): 3 clusters
  Score: Raw -311662.232468 + Penalty 3813.928069 = -307848.304398
  nChanged 0
		SP:Iteration 28F (6139.780000 sec): 3 clusters
  Score: Raw -311662.232468 + Penalty 3813.928069 = -307848.304398
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6139.890000 sec): 2 clusters
  Score: Raw -4609956.300480 + Penalty 2569.215725 = -4607387.084755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6140.010000 sec): 3 clusters
  Score: Raw -4590736.269221 + Penalty 5138.431450 = -4585597.837770
  nChanged 14289
		SP:Iteration 1F (6140.120000 sec): 3 clusters
  Score: Raw -4598736.633875 + Penalty 5138.431450 = -4593598.202425
  nChanged 1623
		SP:Iteration 2F (6140.240000 sec): 3 clusters
  Score: Raw -4599469.532734 + Penalty 5138.431450 = -4594331.101284
  nChanged 1631
		SP:Iteration 3F (6140.360000 sec): 3 clusters
  Score: Raw -4600428.624003 + Penalty 5138.431450 = -4595290.192552
  nChanged 1756
		SP:Iteration 4F (6140.470000 sec): 3 clusters
  Score: Raw -4601525.433761 + Penalty 5138.431450 = -4596387.002310
  nChanged 1841
		SP:Iteration 5F (6140.590000 sec): 3 clusters
  Score: Raw -4602621.522285 + Penalty 5138.431450 = -4597483.090834
  nChanged 1780
		SP:Iteration 6F (6140.710000 sec): 3 clusters
  Score: Raw -4603546.382146 + Penalty 5138.431450 = -4598407.950696
  nChanged 1687
		SP:Iteration 7F (6140.830000 sec): 3 clusters
  Score: Raw -4604322.886341 + Penalty 5138.431450 = -4599184.454890
  nChanged 1444
		SP:Iteration 8Q (6140.950000 sec): 3 clusters
  Score: Raw -4604889.543571 + Penalty 5138.431450 = -4599751.112121
  nChanged 1217
		SP:Iteration 9Q (6141.060000 sec): 3 clusters
  Score: Raw -4605364.396417 + Penalty 5138.431450 = -4600225.964966
  nChanged 1031
		SP:Iteration 10Q (6141.190000 sec): 3 clusters
  Score: Raw -4605765.026978 + Penalty 5138.431450 = -4600626.595528
  nChanged 879
		SP:Iteration 11Q (6141.310000 sec): 3 clusters
  Score: Raw -4606098.095004 + Penalty 5138.431450 = -4600959.663554
  nChanged 763
		SP:Iteration 12Q (6141.430000 sec): 3 clusters
  Score: Raw -4606417.703542 + Penalty 5138.431450 = -4601279.272091
  nChanged 675
		SP:Iteration 13Q (6141.540000 sec): 3 clusters
  Score: Raw -4606686.457807 + Penalty 5138.431450 = -4601548.026356
  nChanged 609
		SP:Iteration 14Q (6141.660000 sec): 3 clusters
  Score: Raw -4606906.320565 + Penalty 5138.431450 = -4601767.889115
  nChanged 531
		SP:Iteration 15Q (6141.770000 sec): 3 clusters
  Score: Raw -4607078.370763 + Penalty 5138.431450 = -4601939.939313
  nChanged 514
		SP:Iteration 16Q (6141.890000 sec): 3 clusters
  Score: Raw -4607238.268059 + Penalty 5138.431450 = -4602099.836609
  nChanged 506
		SP:Iteration 17Q (6142.000000 sec): 3 clusters
  Score: Raw -4607402.049624 + Penalty 5138.431450 = -4602263.618174
  nChanged 525
		SP:Iteration 18Q (6142.120000 sec): 3 clusters
  Score: Raw -4607574.869777 + Penalty 5138.431450 = -4602436.438326
  nChanged 509
		SP:Iteration 19Q (6142.230000 sec): 3 clusters
  Score: Raw -4607740.393073 + Penalty 5138.431450 = -4602601.961623
  nChanged 510
		SP:Iteration 20F (6142.350000 sec): 3 clusters
  Score: Raw -4607907.884152 + Penalty 5138.431450 = -4602769.452702
  nChanged 504
		SP:Iteration 21Q (6142.470000 sec): 3 clusters
  Score: Raw -4608080.719805 + Penalty 5138.431450 = -4602942.288355
  nChanged 527
		SP:Iteration 22Q (6142.580000 sec): 3 clusters
  Score: Raw -4608302.526222 + Penalty 5138.431450 = -4603164.094771
  nChanged 557
		SP:Iteration 23Q (6142.690000 sec): 3 clusters
  Score: Raw -4608579.183019 + Penalty 5138.431450 = -4603440.751569
  nChanged 549
		SP:Iteration 24Q (6142.810000 sec): 3 clusters
  Score: Raw -4608994.151204 + Penalty 5138.431450 = -4603855.719754
  nChanged 528
		SP:Iteration 25Q (6142.930000 sec): 3 clusters
  Score: Raw -4609647.449496 + Penalty 5138.431450 = -4604509.018045
  nChanged 497
		SP:Iteration 26Q (6143.030000 sec): 3 clusters
  Score: Raw -4610180.593010 + Penalty 5138.431450 = -4605042.161560
  nChanged 421
		SP:Iteration 27Q (6143.140000 sec): 3 clusters
  Score: Raw -4610427.796515 + Penalty 5138.431450 = -4605289.365065
  nChanged 322
		SP:Iteration 28Q (6143.230000 sec): 3 clusters
  Score: Raw -4610579.694681 + Penalty 5138.431450 = -4605441.263231
  nChanged 254
		SP:Iteration 29Q (6143.330000 sec): 3 clusters
  Score: Raw -4610674.674654 + Penalty 5138.431450 = -4605536.243204
  nChanged 198
		SP:Iteration 30Q (6143.430000 sec): 3 clusters
  Score: Raw -4610739.548633 + Penalty 5138.431450 = -4605601.117182
  nChanged 167
		SP:Iteration 31Q (6143.520000 sec): 3 clusters
  Score: Raw -4610793.338334 + Penalty 5138.431450 = -4605654.906883
  nChanged 131
		SP:Iteration 32Q (6143.610000 sec): 3 clusters
  Score: Raw -4610834.476294 + Penalty 5138.431450 = -4605696.044844
  nChanged 118
		SP:Iteration 33Q (6143.700000 sec): 3 clusters
  Score: Raw -4610866.350207 + Penalty 5138.431450 = -4605727.918757
  nChanged 93
		SP:Iteration 34Q (6143.790000 sec): 3 clusters
  Score: Raw -4610885.982090 + Penalty 5138.431450 = -4605747.550639
  nChanged 68
		SP:Iteration 35Q (6143.880000 sec): 3 clusters
  Score: Raw -4610900.379479 + Penalty 5138.431450 = -4605761.948029
  nChanged 65
		SP:Iteration 36Q (6143.970000 sec): 3 clusters
  Score: Raw -4610914.320099 + Penalty 5138.431450 = -4605775.888649
  nChanged 48
		SP:Iteration 37Q (6144.060000 sec): 3 clusters
  Score: Raw -4610922.972590 + Penalty 5138.431450 = -4605784.541140
  nChanged 43
		SP:Iteration 38Q (6144.150000 sec): 3 clusters
  Score: Raw -4610931.082801 + Penalty 5138.431450 = -4605792.651351
  nChanged 40
		SP:Iteration 39Q (6144.240000 sec): 3 clusters
  Score: Raw -4610936.968660 + Penalty 5138.431450 = -4605798.537209
  nChanged 28
		SP:Iteration 40F (6144.360000 sec): 3 clusters
  Score: Raw -4610940.897680 + Penalty 5138.431450 = -4605802.466230
  nChanged 15
		SP:Iteration 41Q (6144.450000 sec): 3 clusters
  Score: Raw -4610942.659269 + Penalty 5138.431450 = -4605804.227819
  nChanged 19
		SP:Iteration 42Q (6144.530000 sec): 3 clusters
  Score: Raw -4610945.774284 + Penalty 5138.431450 = -4605807.342834
  nChanged 21
		SP:Iteration 43Q (6144.630000 sec): 3 clusters
  Score: Raw -4610948.802869 + Penalty 5138.431450 = -4605810.371418
  nChanged 14
		SP:Iteration 44Q (6144.720000 sec): 3 clusters
  Score: Raw -4610950.898219 + Penalty 5138.431450 = -4605812.466768
  nChanged 13
		SP:Iteration 45Q (6144.810000 sec): 3 clusters
  Score: Raw -4610953.320342 + Penalty 5138.431450 = -4605814.888892
  nChanged 17
		SP:Iteration 46Q (6144.900000 sec): 3 clusters
  Score: Raw -4610956.190403 + Penalty 5138.431450 = -4605817.758953
  nChanged 17
		SP:Iteration 47Q (6144.990000 sec): 3 clusters
  Score: Raw -4610958.635425 + Penalty 5138.431450 = -4605820.203974
  nChanged 12
		SP:Iteration 48Q (6145.070000 sec): 3 clusters
  Score: Raw -4610960.692645 + Penalty 5138.431450 = -4605822.261195
  nChanged 12
		SP:Iteration 49Q (6145.170000 sec): 3 clusters
  Score: Raw -4610962.871174 + Penalty 5138.431450 = -4605824.439724
  nChanged 13
		SP:Iteration 50Q (6145.250000 sec): 3 clusters
  Score: Raw -4610964.864558 + Penalty 5138.431450 = -4605826.433107
  nChanged 11
		SP:Iteration 51Q (6145.350000 sec): 3 clusters
  Score: Raw -4610966.279815 + Penalty 5138.431450 = -4605827.848364
  nChanged 12
		SP:Iteration 52Q (6145.430000 sec): 3 clusters
  Score: Raw -4610968.218808 + Penalty 5138.431450 = -4605829.787358
  nChanged 8
		SP:Iteration 53Q (6145.520000 sec): 3 clusters
  Score: Raw -4610969.086698 + Penalty 5138.431450 = -4605830.655248
  nChanged 8
		SP:Iteration 54Q (6145.610000 sec): 3 clusters
  Score: Raw -4610970.155724 + Penalty 5138.431450 = -4605831.724274
  nChanged 13
		SP:Iteration 55Q (6145.700000 sec): 3 clusters
  Score: Raw -4610972.050076 + Penalty 5138.431450 = -4605833.618625
  nChanged 12
		SP:Iteration 56Q (6145.790000 sec): 3 clusters
  Score: Raw -4610974.028909 + Penalty 5138.431450 = -4605835.597458
  nChanged 13
		SP:Iteration 57Q (6145.880000 sec): 3 clusters
  Score: Raw -4610976.019182 + Penalty 5138.431450 = -4605837.587731
  nChanged 10
		SP:Iteration 58Q (6145.970000 sec): 3 clusters
  Score: Raw -4610976.966267 + Penalty 5138.431450 = -4605838.534816
  nChanged 7
		SP:Iteration 59Q (6146.060000 sec): 3 clusters
  Score: Raw -4610978.380306 + Penalty 5138.431450 = -4605839.948855
  nChanged 5
		SP:Iteration 60F (6146.180000 sec): 3 clusters
  Score: Raw -4610979.178492 + Penalty 5138.431450 = -4605840.747041
  nChanged 2
		SP:Iteration 61Q (6146.270000 sec): 3 clusters
  Score: Raw -4610979.520312 + Penalty 5138.431450 = -4605841.088861
  nChanged 3
		SP:Iteration 62Q (6146.350000 sec): 3 clusters
  Score: Raw -4610980.152672 + Penalty 5138.431450 = -4605841.721221
  nChanged 4
		SP:Iteration 63Q (6146.440000 sec): 3 clusters
  Score: Raw -4610980.616572 + Penalty 5138.431450 = -4605842.185122
  nChanged 0
		SP:Iteration 64F (6146.560000 sec): 3 clusters
  Score: Raw -4610980.616572 + Penalty 5138.431450 = -4605842.185122
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6146.880000 sec): 2 clusters
  Score: Raw -14358984.401597 + Penalty 2852.096023 = -14356132.305574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6147.250000 sec): 3 clusters
  Score: Raw -14295541.318803 + Penalty 5704.192045 = -14289837.126757
  nChanged 46632
		SP:Iteration 1F (6147.620000 sec): 3 clusters
  Score: Raw -14322168.193453 + Penalty 5704.192045 = -14316464.001407
  nChanged 3316
		SP:Iteration 2Q (6147.990000 sec): 3 clusters
  Score: Raw -14323020.240922 + Penalty 5704.192045 = -14317316.048877
  nChanged 3706
		SP:Iteration 3Q (6148.370000 sec): 3 clusters
  Score: Raw -14324241.102240 + Penalty 5704.192045 = -14318536.910194
  nChanged 4661
		SP:Iteration 4Q (6148.740000 sec): 3 clusters
  Score: Raw -14326264.477993 + Penalty 5704.192045 = -14320560.285948
  nChanged 5926
		SP:Iteration 5F (6149.110000 sec): 3 clusters
  Score: Raw -14329647.425954 + Penalty 5704.192045 = -14323943.233909
  nChanged 7268
		SP:Iteration 6F (6149.470000 sec): 3 clusters
  Score: Raw -14334676.928272 + Penalty 5704.192045 = -14328972.736227
  nChanged 7798
		SP:Iteration 7F (6149.840000 sec): 3 clusters
  Score: Raw -14340749.062624 + Penalty 5704.192045 = -14335044.870579
  nChanged 7055
		SP:Iteration 8F (6150.200000 sec): 3 clusters
  Score: Raw -14346598.123043 + Penalty 5704.192045 = -14340893.930997
  nChanged 5590
		SP:Iteration 9F (6150.570000 sec): 3 clusters
  Score: Raw -14351303.870554 + Penalty 5704.192045 = -14345599.678509
  nChanged 3941
		SP:Iteration 10Q (6150.930000 sec): 3 clusters
  Score: Raw -14354640.233301 + Penalty 5704.192045 = -14348936.041255
  nChanged 2628
		SP:Iteration 11Q (6151.270000 sec): 3 clusters
  Score: Raw -14356758.788408 + Penalty 5704.192045 = -14351054.596363
  nChanged 1597
		SP:Iteration 12Q (6151.590000 sec): 3 clusters
  Score: Raw -14357962.324079 + Penalty 5704.192045 = -14352258.132034
  nChanged 991
		SP:Iteration 13Q (6151.890000 sec): 3 clusters
  Score: Raw -14358642.488213 + Penalty 5704.192045 = -14352938.296168
  nChanged 602
		SP:Iteration 14Q (6152.170000 sec): 3 clusters
  Score: Raw -14359021.354807 + Penalty 5704.192045 = -14353317.162762
  nChanged 392
		SP:Iteration 15Q (6152.450000 sec): 3 clusters
  Score: Raw -14359259.644534 + Penalty 5704.192045 = -14353555.452489
  nChanged 270
		SP:Iteration 16Q (6152.720000 sec): 3 clusters
  Score: Raw -14359411.472970 + Penalty 5704.192045 = -14353707.280925
  nChanged 167
		SP:Iteration 17Q (6152.980000 sec): 3 clusters
  Score: Raw -14359491.548245 + Penalty 5704.192045 = -14353787.356199
  nChanged 127
		SP:Iteration 18Q (6153.250000 sec): 3 clusters
  Score: Raw -14359552.601993 + Penalty 5704.192045 = -14353848.409948
  nChanged 87
		SP:Iteration 19Q (6153.510000 sec): 3 clusters
  Score: Raw -14359596.749384 + Penalty 5704.192045 = -14353892.557338
  nChanged 75
		SP:Iteration 20F (6153.870000 sec): 3 clusters
  Score: Raw -14359632.983095 + Penalty 5704.192045 = -14353928.791050
  nChanged 43
		SP:Iteration 21Q (6154.140000 sec): 3 clusters
  Score: Raw -14359651.111886 + Penalty 5704.192045 = -14353946.919841
  nChanged 35
		SP:Iteration 22Q (6154.400000 sec): 3 clusters
  Score: Raw -14359667.146273 + Penalty 5704.192045 = -14353962.954228
  nChanged 30
		SP:Iteration 23Q (6154.660000 sec): 3 clusters
  Score: Raw -14359680.252139 + Penalty 5704.192045 = -14353976.060093
  nChanged 28
		SP:Iteration 24Q (6154.920000 sec): 3 clusters
  Score: Raw -14359692.872795 + Penalty 5704.192045 = -14353988.680749
  nChanged 21
		SP:Iteration 25Q (6155.180000 sec): 3 clusters
  Score: Raw -14359702.954180 + Penalty 5704.192045 = -14353998.762135
  nChanged 22
		SP:Iteration 26Q (6155.440000 sec): 3 clusters
  Score: Raw -14359709.777540 + Penalty 5704.192045 = -14354005.585494
  nChanged 18
		SP:Iteration 27Q (6155.700000 sec): 3 clusters
  Score: Raw -14359715.645779 + Penalty 5704.192045 = -14354011.453734
  nChanged 9
		SP:Iteration 28Q (6155.960000 sec): 3 clusters
  Score: Raw -14359719.155745 + Penalty 5704.192045 = -14354014.963699
  nChanged 6
		SP:Iteration 29Q (6156.220000 sec): 3 clusters
  Score: Raw -14359720.797563 + Penalty 5704.192045 = -14354016.605517
  nChanged 8
		SP:Iteration 30Q (6156.470000 sec): 3 clusters
  Score: Raw -14359722.465552 + Penalty 5704.192045 = -14354018.273507
  nChanged 4
		SP:Iteration 31Q (6156.730000 sec): 3 clusters
  Score: Raw -14359724.041370 + Penalty 5704.192045 = -14354019.849324
  nChanged 7
		SP:Iteration 32Q (6156.990000 sec): 3 clusters
  Score: Raw -14359726.278569 + Penalty 5704.192045 = -14354022.086524
  nChanged 7
		SP:Iteration 33Q (6157.250000 sec): 3 clusters
  Score: Raw -14359728.630977 + Penalty 5704.192045 = -14354024.438932
  nChanged 6
		SP:Iteration 34Q (6157.500000 sec): 3 clusters
  Score: Raw -14359730.446365 + Penalty 5704.192045 = -14354026.254320
  nChanged 5
		SP:Iteration 35Q (6157.760000 sec): 3 clusters
  Score: Raw -14359731.970035 + Penalty 5704.192045 = -14354027.777990
  nChanged 4
		SP:Iteration 36Q (6158.020000 sec): 3 clusters
  Score: Raw -14359733.096226 + Penalty 5704.192045 = -14354028.904181
  nChanged 3
		SP:Iteration 37Q (6158.280000 sec): 3 clusters
  Score: Raw -14359734.488074 + Penalty 5704.192045 = -14354030.296028
  nChanged 4
		SP:Iteration 38Q (6158.540000 sec): 3 clusters
  Score: Raw -14359735.506073 + Penalty 5704.192045 = -14354031.314028
  nChanged 2
		SP:Iteration 39Q (6158.800000 sec): 3 clusters
  Score: Raw -14359735.885172 + Penalty 5704.192045 = -14354031.693126
  nChanged 1
		SP:Iteration 40F (6159.150000 sec): 3 clusters
  Score: Raw -14359736.346249 + Penalty 5704.192045 = -14354032.154204
  nChanged 1
		SP:Iteration 41Q (6159.410000 sec): 3 clusters
  Score: Raw -14359736.452177 + Penalty 5704.192045 = -14354032.260132
  nChanged 0
		SP:Iteration 42F (6159.770000 sec): 3 clusters
  Score: Raw -14359736.452177 + Penalty 5704.192045 = -14354032.260132
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (35958 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6159.900000 sec): 2 clusters
  Score: Raw -5574860.925316 + Penalty 2601.546504 = -5572259.378813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6160.040000 sec): 3 clusters
  Score: Raw -5553046.410932 + Penalty 5203.093007 = -5547843.317924
  nChanged 16210
		SP:Iteration 1F (6160.170000 sec): 3 clusters
  Score: Raw -5561834.573737 + Penalty 5203.093007 = -5556631.480730
  nChanged 1582
		SP:Iteration 2Q (6160.310000 sec): 3 clusters
  Score: Raw -5562330.128823 + Penalty 5203.093007 = -5557127.035816
  nChanged 1506
		SP:Iteration 3Q (6160.440000 sec): 3 clusters
  Score: Raw -5562830.112653 + Penalty 5203.093007 = -5557627.019645
  nChanged 1510
		SP:Iteration 4Q (6160.580000 sec): 3 clusters
  Score: Raw -5563341.323338 + Penalty 5203.093007 = -5558138.230331
  nChanged 1529
		SP:Iteration 5Q (6160.720000 sec): 3 clusters
  Score: Raw -5563936.910547 + Penalty 5203.093007 = -5558733.817539
  nChanged 1684
		SP:Iteration 6Q (6160.850000 sec): 3 clusters
  Score: Raw -5564749.981586 + Penalty 5203.093007 = -5559546.888579
  nChanged 2009
		SP:Iteration 7F (6160.980000 sec): 3 clusters
  Score: Raw -5565932.799465 + Penalty 5203.093007 = -5560729.706457
  nChanged 2346
		SP:Iteration 8F (6161.120000 sec): 3 clusters
  Score: Raw -5567664.837470 + Penalty 5203.093007 = -5562461.744462
  nChanged 2646
		SP:Iteration 9F (6161.250000 sec): 3 clusters
  Score: Raw -5569867.293126 + Penalty 5203.093007 = -5564664.200118
  nChanged 2261
		SP:Iteration 10F (6161.380000 sec): 3 clusters
  Score: Raw -5571824.023278 + Penalty 5203.093007 = -5566620.930271
  nChanged 1709
		SP:Iteration 11Q (6161.510000 sec): 3 clusters
  Score: Raw -5573323.739958 + Penalty 5203.093007 = -5568120.646950
  nChanged 1049
		SP:Iteration 12Q (6161.630000 sec): 3 clusters
  Score: Raw -5574208.938347 + Penalty 5203.093007 = -5569005.845340
  nChanged 551
		SP:Iteration 13Q (6161.740000 sec): 3 clusters
  Score: Raw -5574657.426664 + Penalty 5203.093007 = -5569454.333656
  nChanged 298
		SP:Iteration 14Q (6161.850000 sec): 3 clusters
  Score: Raw -5574903.750802 + Penalty 5203.093007 = -5569700.657794
  nChanged 171
		SP:Iteration 15Q (6161.960000 sec): 3 clusters
  Score: Raw -5575036.661835 + Penalty 5203.093007 = -5569833.568828
  nChanged 96
		SP:Iteration 16Q (6162.060000 sec): 3 clusters
  Score: Raw -5575105.966797 + Penalty 5203.093007 = -5569902.873789
  nChanged 41
		SP:Iteration 17Q (6162.160000 sec): 3 clusters
  Score: Raw -5575141.276316 + Penalty 5203.093007 = -5569938.183309
  nChanged 35
		SP:Iteration 18Q (6162.250000 sec): 3 clusters
  Score: Raw -5575173.873073 + Penalty 5203.093007 = -5569970.780066
  nChanged 31
		SP:Iteration 19Q (6162.350000 sec): 3 clusters
  Score: Raw -5575204.337619 + Penalty 5203.093007 = -5570001.244612
  nChanged 19
		SP:Iteration 20F (6162.480000 sec): 3 clusters
  Score: Raw -5575221.425043 + Penalty 5203.093007 = -5570018.332035
  nChanged 16
		SP:Iteration 21Q (6162.580000 sec): 3 clusters
  Score: Raw -5575234.438600 + Penalty 5203.093007 = -5570031.345593
  nChanged 13
		SP:Iteration 22Q (6162.670000 sec): 3 clusters
  Score: Raw -5575245.749999 + Penalty 5203.093007 = -5570042.656992
  nChanged 8
		SP:Iteration 23Q (6162.770000 sec): 3 clusters
  Score: Raw -5575252.869047 + Penalty 5203.093007 = -5570049.776040
  nChanged 7
		SP:Iteration 24Q (6162.860000 sec): 3 clusters
  Score: Raw -5575257.872443 + Penalty 5203.093007 = -5570054.779436
  nChanged 2
		SP:Iteration 25Q (6162.960000 sec): 3 clusters
  Score: Raw -5575259.244509 + Penalty 5203.093007 = -5570056.151502
  nChanged 1
		SP:Iteration 26Q (6163.060000 sec): 3 clusters
  Score: Raw -5575259.850822 + Penalty 5203.093007 = -5570056.757814
  nChanged 0
		SP:Iteration 27F (6163.180000 sec): 3 clusters
  Score: Raw -5575259.850822 + Penalty 5203.093007 = -5570056.757814
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6163.500000 sec): 2 clusters
  Score: Raw -14571645.785738 + Penalty 2851.814599 = -14568793.971140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6163.870000 sec): 3 clusters
  Score: Raw -14508350.427906 + Penalty 5703.629197 = -14502646.798709
  nChanged 46631
		SP:Iteration 1F (6164.240000 sec): 3 clusters
  Score: Raw -14535039.243784 + Penalty 5703.629197 = -14529335.614587
  nChanged 3606
		SP:Iteration 2Q (6164.610000 sec): 3 clusters
  Score: Raw -14536071.315018 + Penalty 5703.629197 = -14530367.685821
  nChanged 4158
		SP:Iteration 3Q (6164.980000 sec): 3 clusters
  Score: Raw -14537527.152963 + Penalty 5703.629197 = -14531823.523766
  nChanged 4925
		SP:Iteration 4Q (6165.360000 sec): 3 clusters
  Score: Raw -14539613.324783 + Penalty 5703.629197 = -14533909.695585
  nChanged 5749
		SP:Iteration 5F (6165.720000 sec): 3 clusters
  Score: Raw -14542583.617729 + Penalty 5703.629197 = -14536879.988532
  nChanged 6552
		SP:Iteration 6F (6166.090000 sec): 3 clusters
  Score: Raw -14546601.726693 + Penalty 5703.629197 = -14540898.097496
  nChanged 6995
		SP:Iteration 7F (6166.450000 sec): 3 clusters
  Score: Raw -14551461.959012 + Penalty 5703.629197 = -14545758.329815
  nChanged 6813
		SP:Iteration 8F (6166.820000 sec): 3 clusters
  Score: Raw -14556568.810663 + Penalty 5703.629197 = -14550865.181466
  nChanged 6057
		SP:Iteration 9F (6167.180000 sec): 3 clusters
  Score: Raw -14561402.250840 + Penalty 5703.629197 = -14555698.621643
  nChanged 4830
		SP:Iteration 10Q (6167.550000 sec): 3 clusters
  Score: Raw -14565405.455747 + Penalty 5703.629197 = -14559701.826550
  nChanged 3501
		SP:Iteration 11Q (6167.920000 sec): 3 clusters
  Score: Raw -14568327.792099 + Penalty 5703.629197 = -14562624.162902
  nChanged 2188
		SP:Iteration 12Q (6168.280000 sec): 3 clusters
  Score: Raw -14570063.050200 + Penalty 5703.629197 = -14564359.421003
  nChanged 1224
		SP:Iteration 13Q (6168.610000 sec): 3 clusters
  Score: Raw -14570974.625152 + Penalty 5703.629197 = -14565270.995955
  nChanged 671
		SP:Iteration 14Q (6168.910000 sec): 3 clusters
  Score: Raw -14571447.790461 + Penalty 5703.629197 = -14565744.161264
  nChanged 351
		SP:Iteration 15Q (6169.200000 sec): 3 clusters
  Score: Raw -14571694.462921 + Penalty 5703.629197 = -14565990.833724
  nChanged 197
		SP:Iteration 16Q (6169.480000 sec): 3 clusters
  Score: Raw -14571827.529987 + Penalty 5703.629197 = -14566123.900790
  nChanged 118
		SP:Iteration 17Q (6169.740000 sec): 3 clusters
  Score: Raw -14571912.173345 + Penalty 5703.629197 = -14566208.544148
  nChanged 74
		SP:Iteration 18Q (6170.010000 sec): 3 clusters
  Score: Raw -14571963.030696 + Penalty 5703.629197 = -14566259.401499
  nChanged 56
		SP:Iteration 19Q (6170.280000 sec): 3 clusters
  Score: Raw -14572000.885759 + Penalty 5703.629197 = -14566297.256562
  nChanged 40
		SP:Iteration 20F (6170.630000 sec): 3 clusters
  Score: Raw -14572032.039951 + Penalty 5703.629197 = -14566328.410754
  nChanged 35
		SP:Iteration 21Q (6170.900000 sec): 3 clusters
  Score: Raw -14572053.658851 + Penalty 5703.629197 = -14566350.029654
  nChanged 23
		SP:Iteration 22Q (6171.160000 sec): 3 clusters
  Score: Raw -14572065.922534 + Penalty 5703.629197 = -14566362.293337
  nChanged 19
		SP:Iteration 23Q (6171.420000 sec): 3 clusters
  Score: Raw -14572075.402697 + Penalty 5703.629197 = -14566371.773500
  nChanged 4
		SP:Iteration 24Q (6171.680000 sec): 3 clusters
  Score: Raw -14572076.649157 + Penalty 5703.629197 = -14566373.019960
  nChanged 2
		SP:Iteration 25Q (6171.940000 sec): 3 clusters
  Score: Raw -14572077.626648 + Penalty 5703.629197 = -14566373.997451
  nChanged 4
		SP:Iteration 26Q (6172.200000 sec): 3 clusters
  Score: Raw -14572078.759821 + Penalty 5703.629197 = -14566375.130624
  nChanged 1
		SP:Iteration 27Q (6172.460000 sec): 3 clusters
  Score: Raw -14572078.995340 + Penalty 5703.629197 = -14566375.366143
  nChanged 0
		SP:Iteration 28F (6172.820000 sec): 3 clusters
  Score: Raw -14572078.995340 + Penalty 5703.629197 = -14566375.366143
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6172.860000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6172.860000 sec): 3 clusters
  Score: Raw -22166.532876 + Penalty 2547.356025 = -19619.176851
  nChanged 7
		SP:Iteration 1Q (6172.860000 sec): 3 clusters
  Score: Raw -22198.481180 + Penalty 2547.356025 = -19651.125156
  nChanged 1
		SP:Iteration 2Q (6172.860000 sec): 3 clusters
  Score: Raw -22200.578093 + Penalty 2547.356025 = -19653.222068
  nChanged 0
		SP:Iteration 3F (6172.860000 sec): 3 clusters
  Score: Raw -22200.578093 + Penalty 2547.356025 = -19653.222068
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51085 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6173.040000 sec): 2 clusters
  Score: Raw -7502022.996858 + Penalty 2688.629055 = -7499334.367803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6173.230000 sec): 3 clusters
  Score: Raw -7470331.815752 + Penalty 5377.258111 = -7464954.557641
  nChanged 23560
		SP:Iteration 1F (6173.420000 sec): 3 clusters
  Score: Raw -7483317.507514 + Penalty 5377.258111 = -7477940.249403
  nChanged 2374
		SP:Iteration 2Q (6173.610000 sec): 3 clusters
  Score: Raw -7484174.832711 + Penalty 5377.258111 = -7478797.574600
  nChanged 2524
		SP:Iteration 3Q (6173.800000 sec): 3 clusters
  Score: Raw -7485175.902333 + Penalty 5377.258111 = -7479798.644222
  nChanged 2745
		SP:Iteration 4F (6173.990000 sec): 3 clusters
  Score: Raw -7486426.030820 + Penalty 5377.258111 = -7481048.772710
  nChanged 3007
		SP:Iteration 5F (6174.180000 sec): 3 clusters
  Score: Raw -7487970.643032 + Penalty 5377.258111 = -7482593.384921
  nChanged 3055
		SP:Iteration 6F (6174.370000 sec): 3 clusters
  Score: Raw -7489480.728886 + Penalty 5377.258111 = -7484103.470775
  nChanged 2802
		SP:Iteration 7F (6174.560000 sec): 3 clusters
  Score: Raw -7490799.300133 + Penalty 5377.258111 = -7485422.042022
  nChanged 2351
		SP:Iteration 8Q (6174.750000 sec): 3 clusters
  Score: Raw -7491764.114564 + Penalty 5377.258111 = -7486386.856453
  nChanged 1912
		SP:Iteration 9Q (6174.940000 sec): 3 clusters
  Score: Raw -7492545.698577 + Penalty 5377.258111 = -7487168.440466
  nChanged 1664
		SP:Iteration 10Q (6175.130000 sec): 3 clusters
  Score: Raw -7493300.277367 + Penalty 5377.258111 = -7487923.019256
  nChanged 1577
		SP:Iteration 11Q (6175.320000 sec): 3 clusters
  Score: Raw -7494125.076387 + Penalty 5377.258111 = -7488747.818276
  nChanged 1492
		SP:Iteration 12Q (6175.520000 sec): 3 clusters
  Score: Raw -7494998.029229 + Penalty 5377.258111 = -7489620.771118
  nChanged 1423
		SP:Iteration 13Q (6175.710000 sec): 3 clusters
  Score: Raw -7495907.646886 + Penalty 5377.258111 = -7490530.388775
  nChanged 1308
		SP:Iteration 14Q (6175.900000 sec): 3 clusters
  Score: Raw -7496752.201460 + Penalty 5377.258111 = -7491374.943349
  nChanged 1198
		SP:Iteration 15Q (6176.080000 sec): 3 clusters
  Score: Raw -7497437.032714 + Penalty 5377.258111 = -7492059.774603
  nChanged 1002
		SP:Iteration 16Q (6176.260000 sec): 3 clusters
  Score: Raw -7497956.026835 + Penalty 5377.258111 = -7492578.768724
  nChanged 874
		SP:Iteration 17Q (6176.430000 sec): 3 clusters
  Score: Raw -7498391.318715 + Penalty 5377.258111 = -7493014.060604
  nChanged 798
		SP:Iteration 18Q (6176.590000 sec): 3 clusters
  Score: Raw -7498759.716019 + Penalty 5377.258111 = -7493382.457908
  nChanged 748
		SP:Iteration 19Q (6176.750000 sec): 3 clusters
  Score: Raw -7499093.909767 + Penalty 5377.258111 = -7493716.651656
  nChanged 716
		SP:Iteration 20F (6176.940000 sec): 3 clusters
  Score: Raw -7499414.734377 + Penalty 5377.258111 = -7494037.476266
  nChanged 622
		SP:Iteration 21Q (6177.100000 sec): 3 clusters
  Score: Raw -7499682.801425 + Penalty 5377.258111 = -7494305.543314
  nChanged 573
		SP:Iteration 22Q (6177.250000 sec): 3 clusters
  Score: Raw -7499933.296244 + Penalty 5377.258111 = -7494556.038133
  nChanged 537
		SP:Iteration 23Q (6177.410000 sec): 3 clusters
  Score: Raw -7500169.574433 + Penalty 5377.258111 = -7494792.316322
  nChanged 505
		SP:Iteration 24Q (6177.560000 sec): 3 clusters
  Score: Raw -7500399.289445 + Penalty 5377.258111 = -7495022.031334
  nChanged 469
		SP:Iteration 25Q (6177.700000 sec): 3 clusters
  Score: Raw -7500608.316415 + Penalty 5377.258111 = -7495231.058304
  nChanged 394
		SP:Iteration 26Q (6177.850000 sec): 3 clusters
  Score: Raw -7500786.826704 + Penalty 5377.258111 = -7495409.568593
  nChanged 363
		SP:Iteration 27Q (6178.000000 sec): 3 clusters
  Score: Raw -7500947.236175 + Penalty 5377.258111 = -7495569.978064
  nChanged 321
		SP:Iteration 28Q (6178.140000 sec): 3 clusters
  Score: Raw -7501090.988299 + Penalty 5377.258111 = -7495713.730188
  nChanged 290
		SP:Iteration 29Q (6178.280000 sec): 3 clusters
  Score: Raw -7501215.515911 + Penalty 5377.258111 = -7495838.257800
  nChanged 234
		SP:Iteration 30Q (6178.430000 sec): 3 clusters
  Score: Raw -7501316.028067 + Penalty 5377.258111 = -7495938.769956
  nChanged 219
		SP:Iteration 31Q (6178.570000 sec): 3 clusters
  Score: Raw -7501413.074411 + Penalty 5377.258111 = -7496035.816300
  nChanged 186
		SP:Iteration 32Q (6178.710000 sec): 3 clusters
  Score: Raw -7501490.279232 + Penalty 5377.258111 = -7496113.021121
  nChanged 180
		SP:Iteration 33Q (6178.840000 sec): 3 clusters
  Score: Raw -7501570.816014 + Penalty 5377.258111 = -7496193.557903
  nChanged 179
		SP:Iteration 34Q (6178.980000 sec): 3 clusters
  Score: Raw -7501651.611025 + Penalty 5377.258111 = -7496274.352915
  nChanged 160
		SP:Iteration 35Q (6179.120000 sec): 3 clusters
  Score: Raw -7501730.901770 + Penalty 5377.258111 = -7496353.643659
  nChanged 141
		SP:Iteration 36Q (6179.260000 sec): 3 clusters
  Score: Raw -7501807.207797 + Penalty 5377.258111 = -7496429.949686
  nChanged 131
		SP:Iteration 37Q (6179.390000 sec): 3 clusters
  Score: Raw -7501876.345110 + Penalty 5377.258111 = -7496499.087000
  nChanged 111
		SP:Iteration 38Q (6179.530000 sec): 3 clusters
  Score: Raw -7501943.948512 + Penalty 5377.258111 = -7496566.690401
  nChanged 97
		SP:Iteration 39Q (6179.660000 sec): 3 clusters
  Score: Raw -7502000.493434 + Penalty 5377.258111 = -7496623.235324
  nChanged 87
		SP:Iteration 40F (6179.840000 sec): 3 clusters
  Score: Raw -7502055.401569 + Penalty 5377.258111 = -7496678.143459
  nChanged 70
		SP:Iteration 41Q (6179.980000 sec): 3 clusters
  Score: Raw -7502109.324040 + Penalty 5377.258111 = -7496732.065929
  nChanged 60
		SP:Iteration 42Q (6180.110000 sec): 3 clusters
  Score: Raw -7502146.012235 + Penalty 5377.258111 = -7496768.754124
  nChanged 54
		SP:Iteration 43Q (6180.240000 sec): 3 clusters
  Score: Raw -7502175.134511 + Penalty 5377.258111 = -7496797.876401
  nChanged 33
		SP:Iteration 44Q (6180.380000 sec): 3 clusters
  Score: Raw -7502194.474315 + Penalty 5377.258111 = -7496817.216205
  nChanged 29
		SP:Iteration 45Q (6180.510000 sec): 3 clusters
  Score: Raw -7502209.836929 + Penalty 5377.258111 = -7496832.578819
  nChanged 28
		SP:Iteration 46Q (6180.640000 sec): 3 clusters
  Score: Raw -7502227.341599 + Penalty 5377.258111 = -7496850.083488
  nChanged 18
		SP:Iteration 47Q (6180.770000 sec): 3 clusters
  Score: Raw -7502236.797346 + Penalty 5377.258111 = -7496859.539235
  nChanged 16
		SP:Iteration 48Q (6180.900000 sec): 3 clusters
  Score: Raw -7502246.048864 + Penalty 5377.258111 = -7496868.790753
  nChanged 16
		SP:Iteration 49Q (6181.040000 sec): 3 clusters
  Score: Raw -7502256.879518 + Penalty 5377.258111 = -7496879.621407
  nChanged 12
		SP:Iteration 50Q (6181.160000 sec): 3 clusters
  Score: Raw -7502263.293086 + Penalty 5377.258111 = -7496886.034975
  nChanged 3
		SP:Iteration 51Q (6181.300000 sec): 3 clusters
  Score: Raw -7502265.412989 + Penalty 5377.258111 = -7496888.154878
  nChanged 5
		SP:Iteration 52Q (6181.430000 sec): 3 clusters
  Score: Raw -7502269.680169 + Penalty 5377.258111 = -7496892.422058
  nChanged 11
		SP:Iteration 53Q (6181.560000 sec): 3 clusters
  Score: Raw -7502277.602384 + Penalty 5377.258111 = -7496900.344273
  nChanged 11
		SP:Iteration 54Q (6181.700000 sec): 3 clusters
  Score: Raw -7502282.909346 + Penalty 5377.258111 = -7496905.651236
  nChanged 11
		SP:Iteration 55Q (6181.830000 sec): 3 clusters
  Score: Raw -7502289.962826 + Penalty 5377.258111 = -7496912.704715
  nChanged 15
		SP:Iteration 56Q (6181.960000 sec): 3 clusters
  Score: Raw -7502298.522677 + Penalty 5377.258111 = -7496921.264566
  nChanged 9
		SP:Iteration 57Q (6182.100000 sec): 3 clusters
  Score: Raw -7502304.670010 + Penalty 5377.258111 = -7496927.411900
  nChanged 7
		SP:Iteration 58Q (6182.230000 sec): 3 clusters
  Score: Raw -7502308.767494 + Penalty 5377.258111 = -7496931.509383
  nChanged 5
		SP:Iteration 59Q (6182.360000 sec): 3 clusters
  Score: Raw -7502311.925234 + Penalty 5377.258111 = -7496934.667123
  nChanged 7
		SP:Iteration 60F (6182.540000 sec): 3 clusters
  Score: Raw -7502316.443849 + Penalty 5377.258111 = -7496939.185738
  nChanged 5
		SP:Iteration 61Q (6182.670000 sec): 3 clusters
  Score: Raw -7502318.955834 + Penalty 5377.258111 = -7496941.697723
  nChanged 3
		SP:Iteration 62Q (6182.800000 sec): 3 clusters
  Score: Raw -7502320.724549 + Penalty 5377.258111 = -7496943.466438
  nChanged 6
		SP:Iteration 63Q (6182.930000 sec): 3 clusters
  Score: Raw -7502323.543771 + Penalty 5377.258111 = -7496946.285661
  nChanged 6
		SP:Iteration 64Q (6183.070000 sec): 3 clusters
  Score: Raw -7502327.657164 + Penalty 5377.258111 = -7496950.399053
  nChanged 6
		SP:Iteration 65Q (6183.190000 sec): 3 clusters
  Score: Raw -7502332.215304 + Penalty 5377.258111 = -7496954.957193
  nChanged 6
		SP:Iteration 66Q (6183.330000 sec): 3 clusters
  Score: Raw -7502336.821486 + Penalty 5377.258111 = -7496959.563375
  nChanged 5
		SP:Iteration 67Q (6183.450000 sec): 3 clusters
  Score: Raw -7502340.623882 + Penalty 5377.258111 = -7496963.365771
  nChanged 8
		SP:Iteration 68Q (6183.590000 sec): 3 clusters
  Score: Raw -7502346.020322 + Penalty 5377.258111 = -7496968.762212
  nChanged 8
		SP:Iteration 69Q (6183.710000 sec): 3 clusters
  Score: Raw -7502351.423641 + Penalty 5377.258111 = -7496974.165530
  nChanged 5
		SP:Iteration 70Q (6183.840000 sec): 3 clusters
  Score: Raw -7502353.961556 + Penalty 5377.258111 = -7496976.703445
  nChanged 3
		SP:Iteration 71Q (6183.970000 sec): 3 clusters
  Score: Raw -7502355.651872 + Penalty 5377.258111 = -7496978.393761
  nChanged 4
		SP:Iteration 72Q (6184.100000 sec): 3 clusters
  Score: Raw -7502358.098854 + Penalty 5377.258111 = -7496980.840744
  nChanged 5
		SP:Iteration 73Q (6184.230000 sec): 3 clusters
  Score: Raw -7502360.006645 + Penalty 5377.258111 = -7496982.748535
  nChanged 1
		SP:Iteration 74Q (6184.370000 sec): 3 clusters
  Score: Raw -7502360.510682 + Penalty 5377.258111 = -7496983.252571
  nChanged 1
		SP:Iteration 75Q (6184.490000 sec): 3 clusters
  Score: Raw -7502360.916182 + Penalty 5377.258111 = -7496983.658071
  nChanged 2
		SP:Iteration 76Q (6184.630000 sec): 3 clusters
  Score: Raw -7502362.630459 + Penalty 5377.258111 = -7496985.372348
  nChanged 2
		SP:Iteration 77Q (6184.750000 sec): 3 clusters
  Score: Raw -7502364.427600 + Penalty 5377.258111 = -7496987.169489
  nChanged 5
		SP:Iteration 78Q (6184.890000 sec): 3 clusters
  Score: Raw -7502367.644727 + Penalty 5377.258111 = -7496990.386616
  nChanged 1
		SP:Iteration 79Q (6185.020000 sec): 3 clusters
  Score: Raw -7502368.488477 + Penalty 5377.258111 = -7496991.230366
  nChanged 2
		SP:Iteration 80F (6185.200000 sec): 3 clusters
  Score: Raw -7502369.447784 + Penalty 5377.258111 = -7496992.189673
  nChanged 1
		SP:Iteration 81Q (6185.330000 sec): 3 clusters
  Score: Raw -7502370.424937 + Penalty 5377.258111 = -7496993.166826
  nChanged 1
		SP:Iteration 82Q (6185.460000 sec): 3 clusters
  Score: Raw -7502371.038266 + Penalty 5377.258111 = -7496993.780156
  nChanged 0
		SP:Iteration 83F (6185.650000 sec): 3 clusters
  Score: Raw -7502371.038266 + Penalty 5377.258111 = -7496993.780156
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6185.680000 sec): 2 clusters
  Score: Raw -78986.204222 + Penalty 1532.644130 = -77453.560092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6185.690000 sec): 3 clusters
  Score: Raw -79217.831438 + Penalty 3065.288260 = -76152.543177
  nChanged 119
		SP:Iteration 1F (6185.690000 sec): 3 clusters
  Score: Raw -79635.929113 + Penalty 3065.288260 = -76570.640853
  nChanged 63
		SP:Iteration 2F (6185.690000 sec): 3 clusters
  Score: Raw -79893.827447 + Penalty 3065.288260 = -76828.539187
  nChanged 38
		SP:Iteration 3F (6185.690000 sec): 3 clusters
  Score: Raw -80072.279338 + Penalty 3065.288260 = -77006.991078
  nChanged 21
		SP:Iteration 4Q (6185.690000 sec): 3 clusters
  Score: Raw -80226.687993 + Penalty 3065.288260 = -77161.399733
  nChanged 13
		SP:Iteration 5Q (6185.700000 sec): 3 clusters
  Score: Raw -80287.556409 + Penalty 3065.288260 = -77222.268149
  nChanged 7
		SP:Iteration 6Q (6185.700000 sec): 3 clusters
  Score: Raw -80333.474441 + Penalty 3065.288260 = -77268.186181
  nChanged 3
		SP:Iteration 7Q (6185.700000 sec): 3 clusters
  Score: Raw -80360.869048 + Penalty 3065.288260 = -77295.580788
  nChanged 1
		SP:Iteration 8Q (6185.700000 sec): 3 clusters
  Score: Raw -80483.037019 + Penalty 3065.288260 = -77417.748759
  nChanged 0
		SP:Iteration 9F (6185.700000 sec): 3 clusters
  Score: Raw -80489.069462 + Penalty 3065.288260 = -77423.781202
  nChanged 1
		SP:Iteration 10Q (6185.700000 sec): 3 clusters
  Score: Raw -80523.534890 + Penalty 3065.288260 = -77458.246629
  nChanged 1
		SP:Iteration 11Q (6185.700000 sec): 3 clusters
  Score: Raw -80529.838655 + Penalty 3065.288260 = -77464.550395
  nChanged 0
		SP:Iteration 12F (6185.700000 sec): 3 clusters
  Score: Raw -80529.838655 + Penalty 3065.288260 = -77464.550395
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 39.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6185.710000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6185.720000 sec): 3 clusters
  Score: Raw -68237.580717 + Penalty 3055.958832 = -65181.621886
  nChanged 78
		SP:Iteration 1F (6185.720000 sec): 3 clusters
  Score: Raw -68407.692547 + Penalty 3055.958832 = -65351.733715
  nChanged 21
		SP:Iteration 2Q (6185.720000 sec): 3 clusters
  Score: Raw -68456.842693 + Penalty 3055.958832 = -65400.883861
  nChanged 12
		SP:Iteration 3Q (6185.720000 sec): 3 clusters
  Score: Raw -68504.374351 + Penalty 3055.958832 = -65448.415520
  nChanged 5
		SP:Iteration 4Q (6185.720000 sec): 3 clusters
  Score: Raw -68522.188610 + Penalty 3055.958832 = -65466.229778
  nChanged 2
		SP:Iteration 5Q (6185.720000 sec): 3 clusters
  Score: Raw -68524.514256 + Penalty 3055.958832 = -65468.555424
  nChanged 1
		SP:Iteration 6Q (6185.720000 sec): 3 clusters
  Score: Raw -68526.201818 + Penalty 3055.958832 = -65470.242986
  nChanged 1
		SP:Iteration 7Q (6185.730000 sec): 3 clusters
  Score: Raw -68528.865132 + Penalty 3055.958832 = -65472.906300
  nChanged 1
		SP:Iteration 8Q (6185.730000 sec): 3 clusters
  Score: Raw -68529.779011 + Penalty 3055.958832 = -65473.820179
  nChanged 0
		SP:Iteration 9F (6185.730000 sec): 3 clusters
  Score: Raw -68529.779011 + Penalty 3055.958832 = -65473.820179
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (268687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6186.620000 sec): 2 clusters
  Score: Raw -39759824.110697 + Penalty 3100.322998 = -39756723.787699
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6187.620000 sec): 3 clusters
  Score: Raw -39582317.790404 + Penalty 6200.645997 = -39576117.144408
  nChanged 129957
		SP:Iteration 1F (6188.620000 sec): 3 clusters
  Score: Raw -39658759.457768 + Penalty 6200.645997 = -39652558.811772
  nChanged 6659
		SP:Iteration 2Q (6189.660000 sec): 3 clusters
  Score: Raw -39659946.839804 + Penalty 6200.645997 = -39653746.193807
  nChanged 7047
		SP:Iteration 3Q (6190.670000 sec): 3 clusters
  Score: Raw -39661322.880103 + Penalty 6200.645997 = -39655122.234106
  nChanged 7429
		SP:Iteration 4Q (6191.690000 sec): 3 clusters
  Score: Raw -39662904.523588 + Penalty 6200.645997 = -39656703.877592
  nChanged 8079
		SP:Iteration 5Q (6192.710000 sec): 3 clusters
  Score: Raw -39664754.278929 + Penalty 6200.645997 = -39658553.632933
  nChanged 8494
		SP:Iteration 6Q (6193.730000 sec): 3 clusters
  Score: Raw -39666830.185824 + Penalty 6200.645997 = -39660629.539827
  nChanged 9056
		SP:Iteration 7Q (6194.750000 sec): 3 clusters
  Score: Raw -39669073.651718 + Penalty 6200.645997 = -39662873.005721
  nChanged 9149
		SP:Iteration 8Q (6195.760000 sec): 3 clusters
  Score: Raw -39671345.610728 + Penalty 6200.645997 = -39665144.964731
  nChanged 9276
		SP:Iteration 9Q (6196.780000 sec): 3 clusters
  Score: Raw -39673688.847347 + Penalty 6200.645997 = -39667488.201351
  nChanged 9044
		SP:Iteration 10Q (6197.790000 sec): 3 clusters
  Score: Raw -39675929.294174 + Penalty 6200.645997 = -39669728.648177
  nChanged 8793
		SP:Iteration 11Q (6198.810000 sec): 3 clusters
  Score: Raw -39678020.671191 + Penalty 6200.645997 = -39671820.025195
  nChanged 8407
		SP:Iteration 12Q (6199.830000 sec): 3 clusters
  Score: Raw -39680090.089585 + Penalty 6200.645997 = -39673889.443588
  nChanged 8548
		SP:Iteration 13Q (6200.850000 sec): 3 clusters
  Score: Raw -39682401.859178 + Penalty 6200.645997 = -39676201.213182
  nChanged 8986
		SP:Iteration 14Q (6201.860000 sec): 3 clusters
  Score: Raw -39685140.545063 + Penalty 6200.645997 = -39678939.899066
  nChanged 9821
		SP:Iteration 15Q (6202.880000 sec): 3 clusters
  Score: Raw -39688699.426847 + Penalty 6200.645997 = -39682498.780851
  nChanged 11235
		SP:Iteration 16Q (6203.880000 sec): 3 clusters
  Score: Raw -39693664.865328 + Penalty 6200.645997 = -39687464.219331
  nChanged 13261
		SP:Iteration 17Q (6204.900000 sec): 3 clusters
  Score: Raw -39700823.066675 + Penalty 6200.645997 = -39694622.420679
  nChanged 15200
		SP:Iteration 18F (6205.890000 sec): 3 clusters
  Score: Raw -39710583.298954 + Penalty 6200.645997 = -39704382.652957
  nChanged 16240
		SP:Iteration 19F (6206.880000 sec): 3 clusters
  Score: Raw -39722748.375957 + Penalty 6200.645997 = -39716547.729960
  nChanged 15339
		SP:Iteration 20F (6207.860000 sec): 3 clusters
  Score: Raw -39735771.702526 + Penalty 6200.645997 = -39729571.056530
  nChanged 12226
		SP:Iteration 21Q (6208.870000 sec): 3 clusters
  Score: Raw -39747210.845224 + Penalty 6200.645997 = -39741010.199228
  nChanged 7818
		SP:Iteration 22Q (6209.850000 sec): 3 clusters
  Score: Raw -39754764.794792 + Penalty 6200.645997 = -39748564.148795
  nChanged 3665
		SP:Iteration 23Q (6210.710000 sec): 3 clusters
  Score: Raw -39758240.307140 + Penalty 6200.645997 = -39752039.661143
  nChanged 1307
		SP:Iteration 24Q (6211.460000 sec): 3 clusters
  Score: Raw -39759476.101105 + Penalty 6200.645997 = -39753275.455108
  nChanged 378
		SP:Iteration 25Q (6212.150000 sec): 3 clusters
  Score: Raw -39759873.624997 + Penalty 6200.645997 = -39753672.979000
  nChanged 113
		SP:Iteration 26Q (6212.800000 sec): 3 clusters
  Score: Raw -39760020.532350 + Penalty 6200.645997 = -39753819.886353
  nChanged 48
		SP:Iteration 27Q (6213.470000 sec): 3 clusters
  Score: Raw -39760081.348954 + Penalty 6200.645997 = -39753880.702957
  nChanged 26
		SP:Iteration 28Q (6214.170000 sec): 3 clusters
  Score: Raw -39760116.621786 + Penalty 6200.645997 = -39753915.975789
  nChanged 16
		SP:Iteration 29Q (6214.850000 sec): 3 clusters
  Score: Raw -39760134.959247 + Penalty 6200.645997 = -39753934.313250
  nChanged 9
		SP:Iteration 30Q (6215.530000 sec): 3 clusters
  Score: Raw -39760148.255468 + Penalty 6200.645997 = -39753947.609471
  nChanged 14
		SP:Iteration 31Q (6216.210000 sec): 3 clusters
  Score: Raw -39760167.699288 + Penalty 6200.645997 = -39753967.053292
  nChanged 9
		SP:Iteration 32Q (6216.890000 sec): 3 clusters
  Score: Raw -39760179.799529 + Penalty 6200.645997 = -39753979.153533
  nChanged 8
		SP:Iteration 33Q (6217.560000 sec): 3 clusters
  Score: Raw -39760191.950321 + Penalty 6200.645997 = -39753991.304324
  nChanged 6
		SP:Iteration 34Q (6218.240000 sec): 3 clusters
  Score: Raw -39760199.636631 + Penalty 6200.645997 = -39753998.990635
  nChanged 9
		SP:Iteration 35Q (6218.920000 sec): 3 clusters
  Score: Raw -39760208.077561 + Penalty 6200.645997 = -39754007.431564
  nChanged 3
		SP:Iteration 36Q (6219.600000 sec): 3 clusters
  Score: Raw -39760210.756045 + Penalty 6200.645997 = -39754010.110049
  nChanged 1
		SP:Iteration 37Q (6220.270000 sec): 3 clusters
  Score: Raw -39760211.481424 + Penalty 6200.645997 = -39754010.835427
  nChanged 0
		SP:Iteration 38F (6221.250000 sec): 3 clusters
  Score: Raw -39760211.481424 + Penalty 6200.645997 = -39754010.835427
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6221.440000 sec): 2 clusters
  Score: Raw -5134074.891526 + Penalty 2584.644570 = -5131490.246956
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6221.570000 sec): 3 clusters
  Score: Raw -5113799.399414 + Penalty 5169.289140 = -5108630.110274
  nChanged 15125
		SP:Iteration 1F (6221.690000 sec): 3 clusters
  Score: Raw -5122174.879786 + Penalty 5169.289140 = -5117005.590646
  nChanged 1522
		SP:Iteration 2Q (6221.810000 sec): 3 clusters
  Score: Raw -5122663.940296 + Penalty 5169.289140 = -5117494.651156
  nChanged 1430
		SP:Iteration 3Q (6221.940000 sec): 3 clusters
  Score: Raw -5123152.652717 + Penalty 5169.289140 = -5117983.363577
  nChanged 1391
		SP:Iteration 4Q (6222.070000 sec): 3 clusters
  Score: Raw -5123696.593185 + Penalty 5169.289140 = -5118527.304045
  nChanged 1453
		SP:Iteration 5Q (6222.190000 sec): 3 clusters
  Score: Raw -5124327.850207 + Penalty 5169.289140 = -5119158.561067
  nChanged 1616
		SP:Iteration 6Q (6222.320000 sec): 3 clusters
  Score: Raw -5125107.307067 + Penalty 5169.289140 = -5119938.017927
  nChanged 1680
		SP:Iteration 7F (6222.450000 sec): 3 clusters
  Score: Raw -5126015.902550 + Penalty 5169.289140 = -5120846.613410
  nChanged 1828
		SP:Iteration 8F (6222.570000 sec): 3 clusters
  Score: Raw -5127071.340464 + Penalty 5169.289140 = -5121902.051324
  nChanged 1815
		SP:Iteration 9F (6222.690000 sec): 3 clusters
  Score: Raw -5128153.421403 + Penalty 5169.289140 = -5122984.132263
  nChanged 1768
		SP:Iteration 10F (6222.820000 sec): 3 clusters
  Score: Raw -5129191.615709 + Penalty 5169.289140 = -5124022.326569
  nChanged 1516
		SP:Iteration 11Q (6222.950000 sec): 3 clusters
  Score: Raw -5130104.002449 + Penalty 5169.289140 = -5124934.713309
  nChanged 1209
		SP:Iteration 12Q (6223.070000 sec): 3 clusters
  Score: Raw -5130778.941439 + Penalty 5169.289140 = -5125609.652299
  nChanged 889
		SP:Iteration 13Q (6223.190000 sec): 3 clusters
  Score: Raw -5131139.260749 + Penalty 5169.289140 = -5125969.971609
  nChanged 629
		SP:Iteration 14Q (6223.320000 sec): 3 clusters
  Score: Raw -5131346.290054 + Penalty 5169.289140 = -5126177.000914
  nChanged 514
		SP:Iteration 15Q (6223.440000 sec): 3 clusters
  Score: Raw -5131499.153720 + Penalty 5169.289140 = -5126329.864580
  nChanged 453
		SP:Iteration 16Q (6223.560000 sec): 3 clusters
  Score: Raw -5131625.274424 + Penalty 5169.289140 = -5126455.985284
  nChanged 434
		SP:Iteration 17Q (6223.680000 sec): 3 clusters
  Score: Raw -5131736.787959 + Penalty 5169.289140 = -5126567.498819
  nChanged 401
		SP:Iteration 18Q (6223.810000 sec): 3 clusters
  Score: Raw -5131846.911014 + Penalty 5169.289140 = -5126677.621874
  nChanged 416
		SP:Iteration 19Q (6223.920000 sec): 3 clusters
  Score: Raw -5131961.835288 + Penalty 5169.289140 = -5126792.546148
  nChanged 431
		SP:Iteration 20F (6224.050000 sec): 3 clusters
  Score: Raw -5132081.653709 + Penalty 5169.289140 = -5126912.364569
  nChanged 412
		SP:Iteration 21Q (6224.170000 sec): 3 clusters
  Score: Raw -5132190.393868 + Penalty 5169.289140 = -5127021.104728
  nChanged 417
		SP:Iteration 22Q (6224.290000 sec): 3 clusters
  Score: Raw -5132304.578836 + Penalty 5169.289140 = -5127135.289696
  nChanged 437
		SP:Iteration 23Q (6224.400000 sec): 3 clusters
  Score: Raw -5132433.409631 + Penalty 5169.289140 = -5127264.120491
  nChanged 439
		SP:Iteration 24Q (6224.520000 sec): 3 clusters
  Score: Raw -5132563.074124 + Penalty 5169.289140 = -5127393.784984
  nChanged 407
		SP:Iteration 25Q (6224.630000 sec): 3 clusters
  Score: Raw -5132678.956939 + Penalty 5169.289140 = -5127509.667799
  nChanged 368
		SP:Iteration 26Q (6224.750000 sec): 3 clusters
  Score: Raw -5132776.615194 + Penalty 5169.289140 = -5127607.326054
  nChanged 320
		SP:Iteration 27Q (6224.860000 sec): 3 clusters
  Score: Raw -5132860.000871 + Penalty 5169.289140 = -5127690.711731
  nChanged 297
		SP:Iteration 28Q (6224.970000 sec): 3 clusters
  Score: Raw -5132934.542620 + Penalty 5169.289140 = -5127765.253479
  nChanged 289
		SP:Iteration 29Q (6225.080000 sec): 3 clusters
  Score: Raw -5133011.528121 + Penalty 5169.289140 = -5127842.238981
  nChanged 293
		SP:Iteration 30Q (6225.190000 sec): 3 clusters
  Score: Raw -5133086.533706 + Penalty 5169.289140 = -5127917.244566
  nChanged 271
		SP:Iteration 31Q (6225.300000 sec): 3 clusters
  Score: Raw -5133158.692263 + Penalty 5169.289140 = -5127989.403123
  nChanged 260
		SP:Iteration 32Q (6225.410000 sec): 3 clusters
  Score: Raw -5133229.435067 + Penalty 5169.289140 = -5128060.145927
  nChanged 268
		SP:Iteration 33Q (6225.510000 sec): 3 clusters
  Score: Raw -5133301.864504 + Penalty 5169.289140 = -5128132.575364
  nChanged 243
		SP:Iteration 34Q (6225.620000 sec): 3 clusters
  Score: Raw -5133364.565549 + Penalty 5169.289140 = -5128195.276409
  nChanged 230
		SP:Iteration 35Q (6225.730000 sec): 3 clusters
  Score: Raw -5133419.926290 + Penalty 5169.289140 = -5128250.637149
  nChanged 206
		SP:Iteration 36Q (6225.830000 sec): 3 clusters
  Score: Raw -5133467.400723 + Penalty 5169.289140 = -5128298.111583
  nChanged 192
		SP:Iteration 37Q (6225.940000 sec): 3 clusters
  Score: Raw -5133511.620440 + Penalty 5169.289140 = -5128342.331300
  nChanged 163
		SP:Iteration 38Q (6226.040000 sec): 3 clusters
  Score: Raw -5133554.084450 + Penalty 5169.289140 = -5128384.795310
  nChanged 154
		SP:Iteration 39Q (6226.150000 sec): 3 clusters
  Score: Raw -5133592.555293 + Penalty 5169.289140 = -5128423.266153
  nChanged 136
		SP:Iteration 40F (6226.270000 sec): 3 clusters
  Score: Raw -5133623.125959 + Penalty 5169.289140 = -5128453.836819
  nChanged 127
		SP:Iteration 41Q (6226.370000 sec): 3 clusters
  Score: Raw -5133651.249624 + Penalty 5169.289140 = -5128481.960484
  nChanged 107
		SP:Iteration 42Q (6226.470000 sec): 3 clusters
  Score: Raw -5133673.460567 + Penalty 5169.289140 = -5128504.171427
  nChanged 86
		SP:Iteration 43Q (6226.580000 sec): 3 clusters
  Score: Raw -5133691.941910 + Penalty 5169.289140 = -5128522.652770
  nChanged 85
		SP:Iteration 44Q (6226.680000 sec): 3 clusters
  Score: Raw -5133708.306670 + Penalty 5169.289140 = -5128539.017530
  nChanged 81
		SP:Iteration 45Q (6226.780000 sec): 3 clusters
  Score: Raw -5133722.521941 + Penalty 5169.289140 = -5128553.232801
  nChanged 85
		SP:Iteration 46Q (6226.880000 sec): 3 clusters
  Score: Raw -5133740.044569 + Penalty 5169.289140 = -5128570.755429
  nChanged 98
		SP:Iteration 47Q (6226.980000 sec): 3 clusters
  Score: Raw -5133763.346441 + Penalty 5169.289140 = -5128594.057301
  nChanged 97
		SP:Iteration 48Q (6227.080000 sec): 3 clusters
  Score: Raw -5133790.481396 + Penalty 5169.289140 = -5128621.192256
  nChanged 95
		SP:Iteration 49Q (6227.180000 sec): 3 clusters
  Score: Raw -5133815.262451 + Penalty 5169.289140 = -5128645.973311
  nChanged 84
		SP:Iteration 50Q (6227.280000 sec): 3 clusters
  Score: Raw -5133839.232152 + Penalty 5169.289140 = -5128669.943012
  nChanged 70
		SP:Iteration 51Q (6227.370000 sec): 3 clusters
  Score: Raw -5133855.921472 + Penalty 5169.289140 = -5128686.632332
  nChanged 69
		SP:Iteration 52Q (6227.470000 sec): 3 clusters
  Score: Raw -5133870.286580 + Penalty 5169.289140 = -5128700.997440
  nChanged 55
		SP:Iteration 53Q (6227.570000 sec): 3 clusters
  Score: Raw -5133881.574851 + Penalty 5169.289140 = -5128712.285711
  nChanged 54
		SP:Iteration 54Q (6227.670000 sec): 3 clusters
  Score: Raw -5133892.369112 + Penalty 5169.289140 = -5128723.079972
  nChanged 39
		SP:Iteration 55Q (6227.770000 sec): 3 clusters
  Score: Raw -5133900.034144 + Penalty 5169.289140 = -5128730.745003
  nChanged 47
		SP:Iteration 56Q (6227.860000 sec): 3 clusters
  Score: Raw -5133910.106904 + Penalty 5169.289140 = -5128740.817764
  nChanged 42
		SP:Iteration 57Q (6227.960000 sec): 3 clusters
  Score: Raw -5133919.304619 + Penalty 5169.289140 = -5128750.015478
  nChanged 43
		SP:Iteration 58Q (6228.060000 sec): 3 clusters
  Score: Raw -5133929.100592 + Penalty 5169.289140 = -5128759.811451
  nChanged 45
		SP:Iteration 59Q (6228.150000 sec): 3 clusters
  Score: Raw -5133938.088453 + Penalty 5169.289140 = -5128768.799313
  nChanged 33
		SP:Iteration 60F (6228.280000 sec): 3 clusters
  Score: Raw -5133946.454079 + Penalty 5169.289140 = -5128777.164939
  nChanged 40
		SP:Iteration 61Q (6228.380000 sec): 3 clusters
  Score: Raw -5133953.733609 + Penalty 5169.289140 = -5128784.444469
  nChanged 32
		SP:Iteration 62Q (6228.470000 sec): 3 clusters
  Score: Raw -5133959.892222 + Penalty 5169.289140 = -5128790.603082
  nChanged 31
		SP:Iteration 63Q (6228.570000 sec): 3 clusters
  Score: Raw -5133968.630655 + Penalty 5169.289140 = -5128799.341515
  nChanged 37
		SP:Iteration 64Q (6228.660000 sec): 3 clusters
  Score: Raw -5133978.008088 + Penalty 5169.289140 = -5128808.718948
  nChanged 38
		SP:Iteration 65Q (6228.760000 sec): 3 clusters
  Score: Raw -5133986.588773 + Penalty 5169.289140 = -5128817.299633
  nChanged 47
		SP:Iteration 66Q (6228.850000 sec): 3 clusters
  Score: Raw -5134000.351871 + Penalty 5169.289140 = -5128831.062731
  nChanged 48
		SP:Iteration 67Q (6228.950000 sec): 3 clusters
  Score: Raw -5134013.914395 + Penalty 5169.289140 = -5128844.625255
  nChanged 49
		SP:Iteration 68Q (6229.050000 sec): 3 clusters
  Score: Raw -5134026.615647 + Penalty 5169.289140 = -5128857.326507
  nChanged 47
		SP:Iteration 69Q (6229.140000 sec): 3 clusters
  Score: Raw -5134037.477934 + Penalty 5169.289140 = -5128868.188794
  nChanged 42
		SP:Iteration 70Q (6229.230000 sec): 3 clusters
  Score: Raw -5134047.451327 + Penalty 5169.289140 = -5128878.162187
  nChanged 43
		SP:Iteration 71Q (6229.330000 sec): 3 clusters
  Score: Raw -5134057.729143 + Penalty 5169.289140 = -5128888.440003
  nChanged 31
		SP:Iteration 72Q (6229.420000 sec): 3 clusters
  Score: Raw -5134065.679452 + Penalty 5169.289140 = -5128896.390312
  nChanged 32
		SP:Iteration 73Q (6229.510000 sec): 3 clusters
  Score: Raw -5134074.079636 + Penalty 5169.289140 = -5128904.790496
  nChanged 36
		SP:Iteration 74Q (6229.610000 sec): 3 clusters
  Score: Raw -5134082.623168 + Penalty 5169.289140 = -5128913.334028
  nChanged 34
		SP:Iteration 75Q (6229.710000 sec): 3 clusters
  Score: Raw -5134092.171521 + Penalty 5169.289140 = -5128922.882381
  nChanged 27
		SP:Iteration 76Q (6229.800000 sec): 3 clusters
  Score: Raw -5134098.937712 + Penalty 5169.289140 = -5128929.648572
  nChanged 34
		SP:Iteration 77Q (6229.890000 sec): 3 clusters
  Score: Raw -5134107.390434 + Penalty 5169.289140 = -5128938.101294
  nChanged 30
		SP:Iteration 78Q (6229.990000 sec): 3 clusters
  Score: Raw -5134113.455975 + Penalty 5169.289140 = -5128944.166835
  nChanged 21
		SP:Iteration 79Q (6230.080000 sec): 3 clusters
  Score: Raw -5134118.863018 + Penalty 5169.289140 = -5128949.573878
  nChanged 26
		SP:Iteration 80F (6230.210000 sec): 3 clusters
  Score: Raw -5134126.168627 + Penalty 5169.289140 = -5128956.879487
  nChanged 35
		SP:Iteration 81Q (6230.300000 sec): 3 clusters
  Score: Raw -5134136.055066 + Penalty 5169.289140 = -5128966.765926
  nChanged 30
		SP:Iteration 82Q (6230.390000 sec): 3 clusters
  Score: Raw -5134146.153378 + Penalty 5169.289140 = -5128976.864238
  nChanged 37
		SP:Iteration 83Q (6230.490000 sec): 3 clusters
  Score: Raw -5134157.970444 + Penalty 5169.289140 = -5128988.681304
  nChanged 39
		SP:Iteration 84Q (6230.580000 sec): 3 clusters
  Score: Raw -5134170.764037 + Penalty 5169.289140 = -5129001.474897
  nChanged 42
		SP:Iteration 85Q (6230.680000 sec): 3 clusters
  Score: Raw -5134182.599816 + Penalty 5169.289140 = -5129013.310676
  nChanged 32
		SP:Iteration 86Q (6230.770000 sec): 3 clusters
  Score: Raw -5134191.185131 + Penalty 5169.289140 = -5129021.895991
  nChanged 27
		SP:Iteration 87Q (6230.860000 sec): 3 clusters
  Score: Raw -5134198.986069 + Penalty 5169.289140 = -5129029.696929
  nChanged 27
		SP:Iteration 88Q (6230.960000 sec): 3 clusters
  Score: Raw -5134207.144822 + Penalty 5169.289140 = -5129037.855682
  nChanged 32
		SP:Iteration 89Q (6231.050000 sec): 3 clusters
  Score: Raw -5134217.098593 + Penalty 5169.289140 = -5129047.809453
  nChanged 20
		SP:Iteration 90Q (6231.150000 sec): 3 clusters
  Score: Raw -5134222.228228 + Penalty 5169.289140 = -5129052.939088
  nChanged 17
		SP:Iteration 91Q (6231.240000 sec): 3 clusters
  Score: Raw -5134227.930444 + Penalty 5169.289140 = -5129058.641303
  nChanged 25
		SP:Iteration 92Q (6231.330000 sec): 3 clusters
  Score: Raw -5134236.537485 + Penalty 5169.289140 = -5129067.248345
  nChanged 15
		SP:Iteration 93Q (6231.420000 sec): 3 clusters
  Score: Raw -5134241.498028 + Penalty 5169.289140 = -5129072.208888
  nChanged 15
		SP:Iteration 94Q (6231.510000 sec): 3 clusters
  Score: Raw -5134245.650431 + Penalty 5169.289140 = -5129076.361290
  nChanged 19
		SP:Iteration 95Q (6231.610000 sec): 3 clusters
  Score: Raw -5134250.973622 + Penalty 5169.289140 = -5129081.684482
  nChanged 9
		SP:Iteration 96Q (6231.700000 sec): 3 clusters
  Score: Raw -5134253.144734 + Penalty 5169.289140 = -5129083.855594
  nChanged 13
		SP:Iteration 97Q (6231.790000 sec): 3 clusters
  Score: Raw -5134255.637418 + Penalty 5169.289140 = -5129086.348278
  nChanged 11
		SP:Iteration 98Q (6231.880000 sec): 3 clusters
  Score: Raw -5134258.995463 + Penalty 5169.289140 = -5129089.706323
  nChanged 11
		SP:Iteration 99Q (6231.970000 sec): 3 clusters
  Score: Raw -5134262.142460 + Penalty 5169.289140 = -5129092.853320
  nChanged 8
		SP:Iteration 100F (6232.100000 sec): 3 clusters
  Score: Raw -5134263.416508 + Penalty 5169.289140 = -5129094.127368
  nChanged 6
		SP:Iteration 101Q (6232.190000 sec): 3 clusters
  Score: Raw -5134264.273212 + Penalty 5169.289140 = -5129094.984072
  nChanged 2
		SP:Iteration 102Q (6232.280000 sec): 3 clusters
  Score: Raw -5134264.737830 + Penalty 5169.289140 = -5129095.448690
  nChanged 1
		SP:Iteration 103Q (6232.370000 sec): 3 clusters
  Score: Raw -5134264.923988 + Penalty 5169.289140 = -5129095.634848
  nChanged 2
		SP:Iteration 104Q (6232.460000 sec): 3 clusters
  Score: Raw -5134265.214323 + Penalty 5169.289140 = -5129095.925183
  nChanged 0
		SP:Iteration 105F (6232.590000 sec): 3 clusters
  Score: Raw -5134265.214323 + Penalty 5169.289140 = -5129095.925183
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.600000 sec): 2 clusters
  Score: Raw -140086.188840 + Penalty 1729.902654 = -138356.286186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.610000 sec): 3 clusters
  Score: Raw -139870.877243 + Penalty 3459.805308 = -136411.071935
  nChanged 277
		SP:Iteration 1F (6232.610000 sec): 3 clusters
  Score: Raw -140239.341389 + Penalty 3459.805308 = -136779.536081
  nChanged 103
		SP:Iteration 2F (6232.610000 sec): 3 clusters
  Score: Raw -140420.416957 + Penalty 3459.805308 = -136960.611649
  nChanged 55
		SP:Iteration 3F (6232.620000 sec): 3 clusters
  Score: Raw -140513.566924 + Penalty 3459.805308 = -137053.761616
  nChanged 41
		SP:Iteration 4Q (6232.620000 sec): 3 clusters
  Score: Raw -140575.550255 + Penalty 3459.805308 = -137115.744947
  nChanged 25
		SP:Iteration 5Q (6232.630000 sec): 3 clusters
  Score: Raw -140617.407253 + Penalty 3459.805308 = -137157.601945
  nChanged 13
		SP:Iteration 6Q (6232.630000 sec): 3 clusters
  Score: Raw -140631.511139 + Penalty 3459.805308 = -137171.705831
  nChanged 6
		SP:Iteration 7Q (6232.630000 sec): 3 clusters
  Score: Raw -140635.737743 + Penalty 3459.805308 = -137175.932435
  nChanged 2
		SP:Iteration 8Q (6232.640000 sec): 3 clusters
  Score: Raw -140638.632896 + Penalty 3459.805308 = -137178.827588
  nChanged 2
		SP:Iteration 9Q (6232.640000 sec): 3 clusters
  Score: Raw -140642.992765 + Penalty 3459.805308 = -137183.187457
  nChanged 4
		SP:Iteration 10Q (6232.650000 sec): 3 clusters
  Score: Raw -140647.184090 + Penalty 3459.805308 = -137187.378782
  nChanged 4
		SP:Iteration 11Q (6232.650000 sec): 3 clusters
  Score: Raw -140651.030159 + Penalty 3459.805308 = -137191.224851
  nChanged 2
		SP:Iteration 12Q (6232.650000 sec): 3 clusters
  Score: Raw -140653.845529 + Penalty 3459.805308 = -137194.040221
  nChanged 6
		SP:Iteration 13Q (6232.660000 sec): 3 clusters
  Score: Raw -140663.088723 + Penalty 3459.805308 = -137203.283415
  nChanged 1
		SP:Iteration 14Q (6232.660000 sec): 3 clusters
  Score: Raw -140664.583144 + Penalty 3459.805308 = -137204.777836
  nChanged 0
		SP:Iteration 15F (6232.660000 sec): 3 clusters
  Score: Raw -140664.583144 + Penalty 3459.805308 = -137204.777836
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.670000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.670000 sec): 3 clusters
  Score: Raw -31500.908097 + Penalty 2705.839273 = -28795.068824
  nChanged 23
		SP:Iteration 1F (6232.670000 sec): 3 clusters
  Score: Raw -31594.331919 + Penalty 2705.839273 = -28888.492646
  nChanged 5
		SP:Iteration 2Q (6232.670000 sec): 3 clusters
  Score: Raw -31613.004895 + Penalty 2705.839273 = -28907.165621
  nChanged 1
		SP:Iteration 3Q (6232.670000 sec): 3 clusters
  Score: Raw -31614.381126 + Penalty 2705.839273 = -28908.541853
  nChanged 1
		SP:Iteration 4Q (6232.670000 sec): 3 clusters
  Score: Raw -31616.955376 + Penalty 2705.839273 = -28911.116103
  nChanged 0
		SP:Iteration 5F (6232.670000 sec): 3 clusters
  Score: Raw -31616.955376 + Penalty 2705.839273 = -28911.116103
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.680000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.680000 sec): 3 clusters
  Score: Raw -77810.448411 + Penalty 3172.049753 = -74638.398658
  nChanged 140
		SP:Iteration 1F (6232.680000 sec): 3 clusters
  Score: Raw -78065.778629 + Penalty 3172.049753 = -74893.728876
  nChanged 40
		SP:Iteration 2F (6232.680000 sec): 3 clusters
  Score: Raw -78193.379241 + Penalty 3172.049753 = -75021.329488
  nChanged 25
		SP:Iteration 3Q (6232.690000 sec): 3 clusters
  Score: Raw -78268.059515 + Penalty 3172.049753 = -75096.009762
  nChanged 22
		SP:Iteration 4Q (6232.690000 sec): 3 clusters
  Score: Raw -78344.948445 + Penalty 3172.049753 = -75172.898692
  nChanged 20
		SP:Iteration 5Q (6232.690000 sec): 3 clusters
  Score: Raw -78452.028318 + Penalty 3172.049753 = -75279.978565
  nChanged 24
		SP:Iteration 6Q (6232.690000 sec): 3 clusters
  Score: Raw -78515.808832 + Penalty 3172.049753 = -75343.759079
  nChanged 17
		SP:Iteration 7Q (6232.690000 sec): 3 clusters
  Score: Raw -78568.724781 + Penalty 3172.049753 = -75396.675028
  nChanged 10
		SP:Iteration 8Q (6232.690000 sec): 3 clusters
  Score: Raw -78610.693854 + Penalty 3172.049753 = -75438.644101
  nChanged 9
		SP:Iteration 9Q (6232.700000 sec): 3 clusters
  Score: Raw -78637.975246 + Penalty 3172.049753 = -75465.925494
  nChanged 8
		SP:Iteration 10Q (6232.700000 sec): 3 clusters
  Score: Raw -78671.445116 + Penalty 3172.049753 = -75499.395363
  nChanged 7
		SP:Iteration 11Q (6232.700000 sec): 3 clusters
  Score: Raw -78701.182009 + Penalty 3172.049753 = -75529.132257
  nChanged 6
		SP:Iteration 12Q (6232.700000 sec): 3 clusters
  Score: Raw -78711.914194 + Penalty 3172.049753 = -75539.864441
  nChanged 1
		SP:Iteration 13Q (6232.700000 sec): 3 clusters
  Score: Raw -78714.395926 + Penalty 3172.049753 = -75542.346173
  nChanged 1
		SP:Iteration 14Q (6232.710000 sec): 3 clusters
  Score: Raw -78716.766428 + Penalty 3172.049753 = -75544.716675
  nChanged 0
		SP:Iteration 15F (6232.710000 sec): 3 clusters
  Score: Raw -78718.641815 + Penalty 3172.049753 = -75546.592062
  nChanged 1
		SP:Iteration 16Q (6232.710000 sec): 3 clusters
  Score: Raw -78728.663087 + Penalty 3172.049753 = -75556.613335
  nChanged 1
		SP:Iteration 17Q (6232.710000 sec): 3 clusters
  Score: Raw -78731.979907 + Penalty 3172.049753 = -75559.930154
  nChanged 4
		SP:Iteration 18Q (6232.710000 sec): 3 clusters
  Score: Raw -78749.636921 + Penalty 3172.049753 = -75577.587169
  nChanged 3
		SP:Iteration 19Q (6232.710000 sec): 3 clusters
  Score: Raw -78759.523445 + Penalty 3172.049753 = -75587.473693
  nChanged 1
		SP:Iteration 20F (6232.720000 sec): 3 clusters
  Score: Raw -78762.586284 + Penalty 3172.049753 = -75590.536531
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.720000 sec): 2 clusters
  Score: Raw -23101.134561 + Penalty 1344.292680 = -21756.841881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.720000 sec): 3 clusters
  Score: Raw -23460.858100 + Penalty 2688.585360 = -20772.272741
  nChanged 29
		SP:Iteration 1F (6232.720000 sec): 3 clusters
  Score: Raw -23890.270385 + Penalty 2688.585360 = -21201.685026
  nChanged 20
		SP:Iteration 2F (6232.720000 sec): 3 clusters
  Score: Raw -24031.537984 + Penalty 2688.585360 = -21342.952625
  nChanged 10
		SP:Iteration 3Q (6232.720000 sec): 3 clusters
  Score: Raw -24097.997112 + Penalty 2688.585360 = -21409.411752
  nChanged 2
		SP:Iteration 4Q (6232.730000 sec): 3 clusters
  Score: Raw -24107.572161 + Penalty 2688.585360 = -21418.986802
  nChanged 2
		SP:Iteration 5Q (6232.730000 sec): 3 clusters
  Score: Raw -24117.351175 + Penalty 2688.585360 = -21428.765815
  nChanged 1
		SP:Iteration 6Q (6232.730000 sec): 3 clusters
  Score: Raw -24119.734100 + Penalty 2688.585360 = -21431.148740
  nChanged 1
		SP:Iteration 7Q (6232.730000 sec): 3 clusters
  Score: Raw -24124.619875 + Penalty 2688.585360 = -21436.034515
  nChanged 1
		SP:Iteration 8Q (6232.730000 sec): 3 clusters
  Score: Raw -24131.978954 + Penalty 2688.585360 = -21443.393594
  nChanged 1
		SP:Iteration 9Q (6232.730000 sec): 3 clusters
  Score: Raw -24138.261455 + Penalty 2688.585360 = -21449.676096
  nChanged 1
		SP:Iteration 10Q (6232.730000 sec): 3 clusters
  Score: Raw -24146.045342 + Penalty 2688.585360 = -21457.459982
  nChanged 0
		SP:Iteration 11F (6232.730000 sec): 3 clusters
  Score: Raw -24146.045342 + Penalty 2688.585360 = -21457.459982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.730000 sec): 2 clusters
  Score: Raw -33429.954582 + Penalty 1392.055770 = -32037.898812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.730000 sec): 3 clusters
  Score: Raw -33626.373490 + Penalty 2784.111541 = -30842.261949
  nChanged 40
		SP:Iteration 1F (6232.730000 sec): 3 clusters
  Score: Raw -33829.745317 + Penalty 2784.111541 = -31045.633776
  nChanged 15
		SP:Iteration 2F (6232.740000 sec): 3 clusters
  Score: Raw -33979.894397 + Penalty 2784.111541 = -31195.782857
  nChanged 10
		SP:Iteration 3Q (6232.740000 sec): 3 clusters
  Score: Raw -34059.657927 + Penalty 2784.111541 = -31275.546386
  nChanged 14
		SP:Iteration 4F (6232.740000 sec): 3 clusters
  Score: Raw -34223.206581 + Penalty 2784.111541 = -31439.095040
  nChanged 9
		SP:Iteration 5Q (6232.740000 sec): 3 clusters
  Score: Raw -34320.378586 + Penalty 2784.111541 = -31536.267045
  nChanged 5
		SP:Iteration 6Q (6232.740000 sec): 3 clusters
  Score: Raw -34368.176431 + Penalty 2784.111541 = -31584.064890
  nChanged 2
		SP:Iteration 7Q (6232.740000 sec): 3 clusters
  Score: Raw -34381.371411 + Penalty 2784.111541 = -31597.259871
  nChanged 3
		SP:Iteration 8Q (6232.740000 sec): 3 clusters
  Score: Raw -34406.643666 + Penalty 2784.111541 = -31622.532125
  nChanged 1
		SP:Iteration 9Q (6232.740000 sec): 3 clusters
  Score: Raw -34412.973360 + Penalty 2784.111541 = -31628.861819
  nChanged 1
		SP:Iteration 10Q (6232.740000 sec): 3 clusters
  Score: Raw -34417.161115 + Penalty 2784.111541 = -31633.049574
  nChanged 3
		SP:Iteration 11Q (6232.750000 sec): 3 clusters
  Score: Raw -34447.606093 + Penalty 2784.111541 = -31663.494552
  nChanged 5
		SP:Iteration 12Q (6232.750000 sec): 3 clusters
  Score: Raw -34476.704280 + Penalty 2784.111541 = -31692.592739
  nChanged 1
		SP:Iteration 13Q (6232.750000 sec): 3 clusters
  Score: Raw -34480.261058 + Penalty 2784.111541 = -31696.149517
  nChanged 0
		SP:Iteration 14F (6232.750000 sec): 3 clusters
  Score: Raw -34480.261058 + Penalty 2784.111541 = -31696.149517
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.750000 sec): 2 clusters
  Score: Raw -29409.107282 + Penalty 1334.214544 = -28074.892739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.750000 sec): 3 clusters
  Score: Raw -29605.196379 + Penalty 2668.429087 = -26936.767292
  nChanged 15
		SP:Iteration 1F (6232.750000 sec): 3 clusters
  Score: Raw -29681.098528 + Penalty 2668.429087 = -27012.669441
  nChanged 4
		SP:Iteration 2Q (6232.750000 sec): 3 clusters
  Score: Raw -29710.914650 + Penalty 2668.429087 = -27042.485562
  nChanged 3
		SP:Iteration 3Q (6232.750000 sec): 3 clusters
  Score: Raw -29730.898062 + Penalty 2668.429087 = -27062.468974
  nChanged 0
		SP:Iteration 4F (6232.750000 sec): 3 clusters
  Score: Raw -29730.898062 + Penalty 2668.429087 = -27062.468974
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.760000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.760000 sec): 3 clusters
  Score: Raw -55104.189805 + Penalty 2975.472535 = -52128.717271
  nChanged 62
		SP:Iteration 1F (6232.760000 sec): 3 clusters
  Score: Raw -55230.032290 + Penalty 2975.472535 = -52254.559755
  nChanged 7
		SP:Iteration 2Q (6232.760000 sec): 3 clusters
  Score: Raw -55243.557658 + Penalty 2975.472535 = -52268.085123
  nChanged 1
		SP:Iteration 3Q (6232.770000 sec): 3 clusters
  Score: Raw -55245.543943 + Penalty 2975.472535 = -52270.071408
  nChanged 6
		SP:Iteration 4Q (6232.770000 sec): 3 clusters
  Score: Raw -55263.769637 + Penalty 2975.472535 = -52288.297102
  nChanged 4
		SP:Iteration 5Q (6232.770000 sec): 3 clusters
  Score: Raw -55281.299513 + Penalty 2975.472535 = -52305.826978
  nChanged 5
		SP:Iteration 6Q (6232.770000 sec): 3 clusters
  Score: Raw -55292.043205 + Penalty 2975.472535 = -52316.570671
  nChanged 1
		SP:Iteration 7Q (6232.770000 sec): 3 clusters
  Score: Raw -55294.019737 + Penalty 2975.472535 = -52318.547202
  nChanged 1
		SP:Iteration 8Q (6232.770000 sec): 3 clusters
  Score: Raw -55296.031873 + Penalty 2975.472535 = -52320.559339
  nChanged 2
		SP:Iteration 9Q (6232.770000 sec): 3 clusters
  Score: Raw -55299.979438 + Penalty 2975.472535 = -52324.506903
  nChanged 2
		SP:Iteration 10Q (6232.770000 sec): 3 clusters
  Score: Raw -55305.510522 + Penalty 2975.472535 = -52330.037987
  nChanged 2
		SP:Iteration 11Q (6232.770000 sec): 3 clusters
  Score: Raw -55310.081045 + Penalty 2975.472535 = -52334.608511
  nChanged 3
		SP:Iteration 12Q (6232.780000 sec): 3 clusters
  Score: Raw -55318.326304 + Penalty 2975.472535 = -52342.853770
  nChanged 1
		SP:Iteration 13Q (6232.780000 sec): 3 clusters
  Score: Raw -55319.745729 + Penalty 2975.472535 = -52344.273195
  nChanged 0
		SP:Iteration 14F (6232.780000 sec): 3 clusters
  Score: Raw -55319.745729 + Penalty 2975.472535 = -52344.273195
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.780000 sec): 2 clusters
  Score: Raw -22119.283038 + Penalty 1408.682807 = -20710.600231
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.790000 sec): 3 clusters
  Score: Raw -22499.667008 + Penalty 2817.365614 = -19682.301394
  nChanged 80
		SP:Iteration 1F (6232.790000 sec): 3 clusters
  Score: Raw -23032.045235 + Penalty 2817.365614 = -20214.679621
  nChanged 25
		SP:Iteration 2F (6232.790000 sec): 3 clusters
  Score: Raw -23221.937039 + Penalty 2817.365614 = -20404.571425
  nChanged 6
		SP:Iteration 3Q (6232.790000 sec): 3 clusters
  Score: Raw -23311.391313 + Penalty 2817.365614 = -20494.025699
  nChanged 7
		SP:Iteration 4Q (6232.790000 sec): 3 clusters
  Score: Raw -23390.043645 + Penalty 2817.365614 = -20572.678031
  nChanged 3
		SP:Iteration 5Q (6232.790000 sec): 3 clusters
  Score: Raw -23455.933005 + Penalty 2817.365614 = -20638.567391
  nChanged 3
		SP:Iteration 6Q (6232.790000 sec): 3 clusters
  Score: Raw -23495.886013 + Penalty 2817.365614 = -20678.520399
  nChanged 2
		SP:Iteration 7Q (6232.790000 sec): 3 clusters
  Score: Raw -23516.344653 + Penalty 2817.365614 = -20698.979039
  nChanged 1
		SP:Iteration 8Q (6232.790000 sec): 3 clusters
  Score: Raw -23525.858318 + Penalty 2817.365614 = -20708.492704
  nChanged 2
		SP:Iteration 9Q (6232.790000 sec): 3 clusters
  Score: Raw -23532.681445 + Penalty 2817.365614 = -20715.315831
  nChanged 1
		SP:Iteration 10Q (6232.790000 sec): 3 clusters
  Score: Raw -23535.517114 + Penalty 2817.365614 = -20718.151500
  nChanged 0
		SP:Iteration 11F (6232.790000 sec): 3 clusters
  Score: Raw -23535.517114 + Penalty 2817.365614 = -20718.151500
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 41.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.800000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.800000 sec): 3 clusters
  Score: Raw -29589.915498 + Penalty 2686.385799 = -26903.529699
  nChanged 16
		SP:Iteration 1F (6232.800000 sec): 3 clusters
  Score: Raw -29652.604532 + Penalty 2686.385799 = -26966.218732
  nChanged 5
		SP:Iteration 2Q (6232.800000 sec): 3 clusters
  Score: Raw -29679.225946 + Penalty 2686.385799 = -26992.840146
  nChanged 6
		SP:Iteration 3Q (6232.810000 sec): 3 clusters
  Score: Raw -29705.570251 + Penalty 2686.385799 = -27019.184452
  nChanged 1
		SP:Iteration 4Q (6232.810000 sec): 3 clusters
  Score: Raw -29708.190483 + Penalty 2686.385799 = -27021.804683
  nChanged 0
		SP:Iteration 5F (6232.810000 sec): 3 clusters
  Score: Raw -29708.190483 + Penalty 2686.385799 = -27021.804683
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.810000 sec): 2 clusters
  Score: Raw -45032.003494 + Penalty 1441.162966 = -43590.840528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.810000 sec): 3 clusters
  Score: Raw -45213.514455 + Penalty 2882.325933 = -42331.188522
  nChanged 54
		SP:Iteration 1F (6232.810000 sec): 3 clusters
  Score: Raw -45348.361253 + Penalty 2882.325933 = -42466.035320
  nChanged 14
		SP:Iteration 2Q (6232.810000 sec): 3 clusters
  Score: Raw -45404.548575 + Penalty 2882.325933 = -42522.222642
  nChanged 8
		SP:Iteration 3Q (6232.810000 sec): 3 clusters
  Score: Raw -45433.339200 + Penalty 2882.325933 = -42551.013267
  nChanged 3
		SP:Iteration 4Q (6232.810000 sec): 3 clusters
  Score: Raw -45455.442099 + Penalty 2882.325933 = -42573.116167
  nChanged 1
		SP:Iteration 5Q (6232.820000 sec): 3 clusters
  Score: Raw -45459.615095 + Penalty 2882.325933 = -42577.289162
  nChanged 3
		SP:Iteration 6Q (6232.820000 sec): 3 clusters
  Score: Raw -45477.106164 + Penalty 2882.325933 = -42594.780232
  nChanged 4
		SP:Iteration 7Q (6232.820000 sec): 3 clusters
  Score: Raw -45485.319800 + Penalty 2882.325933 = -42602.993867
  nChanged 2
		SP:Iteration 8Q (6232.820000 sec): 3 clusters
  Score: Raw -45492.723504 + Penalty 2882.325933 = -42610.397571
  nChanged 3
		SP:Iteration 9Q (6232.820000 sec): 3 clusters
  Score: Raw -45511.634301 + Penalty 2882.325933 = -42629.308369
  nChanged 2
		SP:Iteration 10Q (6232.820000 sec): 3 clusters
  Score: Raw -45514.336440 + Penalty 2882.325933 = -42632.010507
  nChanged 0
		SP:Iteration 11F (6232.820000 sec): 3 clusters
  Score: Raw -45514.336440 + Penalty 2882.325933 = -42632.010507
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.830000 sec): 2 clusters
  Score: Raw -55273.799370 + Penalty 1503.241316 = -53770.558054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.830000 sec): 3 clusters
  Score: Raw -55361.927155 + Penalty 3006.482632 = -52355.444524
  nChanged 73
		SP:Iteration 1F (6232.830000 sec): 3 clusters
  Score: Raw -55595.698655 + Penalty 3006.482632 = -52589.216024
  nChanged 21
		SP:Iteration 2Q (6232.830000 sec): 3 clusters
  Score: Raw -55672.322763 + Penalty 3006.482632 = -52665.840131
  nChanged 18
		SP:Iteration 3Q (6232.830000 sec): 3 clusters
  Score: Raw -55748.365637 + Penalty 3006.482632 = -52741.883005
  nChanged 8
		SP:Iteration 4Q (6232.830000 sec): 3 clusters
  Score: Raw -55795.896882 + Penalty 3006.482632 = -52789.414251
  nChanged 6
		SP:Iteration 5Q (6232.840000 sec): 3 clusters
  Score: Raw -55829.086493 + Penalty 3006.482632 = -52822.603861
  nChanged 8
		SP:Iteration 6Q (6232.840000 sec): 3 clusters
  Score: Raw -55900.259949 + Penalty 3006.482632 = -52893.777318
  nChanged 5
		SP:Iteration 7Q (6232.840000 sec): 3 clusters
  Score: Raw -55918.871893 + Penalty 3006.482632 = -52912.389261
  nChanged 4
		SP:Iteration 8Q (6232.840000 sec): 3 clusters
  Score: Raw -55937.370723 + Penalty 3006.482632 = -52930.888092
  nChanged 4
		SP:Iteration 9Q (6232.840000 sec): 3 clusters
  Score: Raw -55957.426958 + Penalty 3006.482632 = -52950.944326
  nChanged 2
		SP:Iteration 10Q (6232.840000 sec): 3 clusters
  Score: Raw -55963.205729 + Penalty 3006.482632 = -52956.723097
  nChanged 2
		SP:Iteration 11Q (6232.850000 sec): 3 clusters
  Score: Raw -55967.856955 + Penalty 3006.482632 = -52961.374323
  nChanged 3
		SP:Iteration 12Q (6232.850000 sec): 3 clusters
  Score: Raw -55972.874184 + Penalty 3006.482632 = -52966.391552
  nChanged 0
		SP:Iteration 13F (6232.850000 sec): 3 clusters
  Score: Raw -55972.874184 + Penalty 3006.482632 = -52966.391552
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 38 (221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.850000 sec): 2 clusters
  Score: Raw -26010.390594 + Penalty 1338.744350 = -24671.646244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.850000 sec): 3 clusters
  Score: Raw -26436.133167 + Penalty 2677.488700 = -23758.644467
  nChanged 37
		SP:Iteration 1F (6232.850000 sec): 3 clusters
  Score: Raw -26618.569373 + Penalty 2677.488700 = -23941.080673
  nChanged 9
		SP:Iteration 2Q (6232.850000 sec): 3 clusters
  Score: Raw -26743.668899 + Penalty 2677.488700 = -24066.180199
  nChanged 6
		SP:Iteration 3Q (6232.850000 sec): 3 clusters
  Score: Raw -26761.372577 + Penalty 2677.488700 = -24083.883877
  nChanged 3
		SP:Iteration 4Q (6232.850000 sec): 3 clusters
  Score: Raw -26772.010649 + Penalty 2677.488700 = -24094.521949
  nChanged 3
		SP:Iteration 5Q (6232.860000 sec): 3 clusters
  Score: Raw -26784.744679 + Penalty 2677.488700 = -24107.255979
  nChanged 5
		SP:Iteration 6Q (6232.860000 sec): 3 clusters
  Score: Raw -26804.117320 + Penalty 2677.488700 = -24126.628620
  nChanged 4
		SP:Iteration 7Q (6232.860000 sec): 3 clusters
  Score: Raw -26817.971002 + Penalty 2677.488700 = -24140.482302
  nChanged 3
		SP:Iteration 8Q (6232.860000 sec): 3 clusters
  Score: Raw -26834.917463 + Penalty 2677.488700 = -24157.428763
  nChanged 3
		SP:Iteration 9Q (6232.860000 sec): 3 clusters
  Score: Raw -26854.377079 + Penalty 2677.488700 = -24176.888379
  nChanged 5
		SP:Iteration 10Q (6232.860000 sec): 3 clusters
  Score: Raw -26881.349500 + Penalty 2677.488700 = -24203.860800
  nChanged 7
		SP:Iteration 11Q (6232.860000 sec): 3 clusters
  Score: Raw -26925.429994 + Penalty 2677.488700 = -24247.941294
  nChanged 6
		SP:Iteration 12Q (6232.860000 sec): 3 clusters
  Score: Raw -26965.719961 + Penalty 2677.488700 = -24288.231261
  nChanged 5
		SP:Iteration 13Q (6232.860000 sec): 3 clusters
  Score: Raw -26998.053548 + Penalty 2677.488700 = -24320.564848
  nChanged 1
		SP:Iteration 14Q (6232.860000 sec): 3 clusters
  Score: Raw -27008.866289 + Penalty 2677.488700 = -24331.377589
  nChanged 0
		SP:Iteration 15F (6232.860000 sec): 3 clusters
  Score: Raw -27009.170792 + Penalty 2677.488700 = -24331.682092
  nChanged 1
		SP:Iteration 16Q (6232.870000 sec): 3 clusters
  Score: Raw -27023.723017 + Penalty 2677.488700 = -24346.234318
  nChanged 0
		SP:Iteration 17F (6232.870000 sec): 3 clusters
  Score: Raw -27023.723017 + Penalty 2677.488700 = -24346.234318
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.870000 sec): 2 clusters
  Score: Raw -68776.888008 + Penalty 1547.588410 = -67229.299598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.870000 sec): 3 clusters
  Score: Raw -68861.797514 + Penalty 3095.176819 = -65766.620695
  nChanged 98
		SP:Iteration 1F (6232.870000 sec): 3 clusters
  Score: Raw -69067.284103 + Penalty 3095.176819 = -65972.107284
  nChanged 31
		SP:Iteration 2F (6232.870000 sec): 3 clusters
  Score: Raw -69144.059103 + Penalty 3095.176819 = -66048.882283
  nChanged 10
		SP:Iteration 3Q (6232.880000 sec): 3 clusters
  Score: Raw -69164.290701 + Penalty 3095.176819 = -66069.113882
  nChanged 4
		SP:Iteration 4Q (6232.880000 sec): 3 clusters
  Score: Raw -69173.529039 + Penalty 3095.176819 = -66078.352220
  nChanged 8
		SP:Iteration 5Q (6232.880000 sec): 3 clusters
  Score: Raw -69191.894947 + Penalty 3095.176819 = -66096.718128
  nChanged 5
		SP:Iteration 6Q (6232.880000 sec): 3 clusters
  Score: Raw -69206.843328 + Penalty 3095.176819 = -66111.666509
  nChanged 7
		SP:Iteration 7Q (6232.890000 sec): 3 clusters
  Score: Raw -69239.014275 + Penalty 3095.176819 = -66143.837456
  nChanged 8
		SP:Iteration 8Q (6232.890000 sec): 3 clusters
  Score: Raw -69280.404433 + Penalty 3095.176819 = -66185.227614
  nChanged 8
		SP:Iteration 9Q (6232.890000 sec): 3 clusters
  Score: Raw -69306.836131 + Penalty 3095.176819 = -66211.659311
  nChanged 3
		SP:Iteration 10Q (6232.890000 sec): 3 clusters
  Score: Raw -69312.623882 + Penalty 3095.176819 = -66217.447063
  nChanged 1
		SP:Iteration 11Q (6232.890000 sec): 3 clusters
  Score: Raw -69315.185820 + Penalty 3095.176819 = -66220.009001
  nChanged 1
		SP:Iteration 12Q (6232.890000 sec): 3 clusters
  Score: Raw -69317.842682 + Penalty 3095.176819 = -66222.665862
  nChanged 1
		SP:Iteration 13Q (6232.890000 sec): 3 clusters
  Score: Raw -69322.810721 + Penalty 3095.176819 = -66227.633902
  nChanged 1
		SP:Iteration 14Q (6232.890000 sec): 3 clusters
  Score: Raw -69324.231723 + Penalty 3095.176819 = -66229.054903
  nChanged 1
		SP:Iteration 15Q (6232.900000 sec): 3 clusters
  Score: Raw -69325.278118 + Penalty 3095.176819 = -66230.101299
  nChanged 0
		SP:Iteration 16F (6232.900000 sec): 3 clusters
  Score: Raw -69325.278118 + Penalty 3095.176819 = -66230.101299
  nChanged 0
Deleting Class 39 (359 points): Lose 2997.386500 but Gain 3374.686117
Iteration 179Q (6243.960000 sec): 41 clusters
  Score: Raw -117640985.137258 + Penalty 134987.444692 = -117505997.692566
  nChanged 384
Iteration 180F (6287.450000 sec): 41 clusters
  Score: Raw -117642208.657814 + Penalty 134987.444692 = -117507221.213122
  nChanged 157
Iteration 181Q (6298.410000 sec): 41 clusters
  Score: Raw -117642519.323695 + Penalty 134987.444692 = -117507531.879003
  nChanged 90
Iteration 182Q (6309.310000 sec): 41 clusters
  Score: Raw -117642611.319381 + Penalty 134987.444692 = -117507623.874689
  nChanged 45
Iteration 183Q (6320.200000 sec): 41 clusters
  Score: Raw -117642631.954084 + Penalty 134987.444692 = -117507644.509392
  nChanged 37
Iteration 184Q (6331.120000 sec): 41 clusters
  Score: Raw -117642647.032334 + Penalty 134987.444692 = -117507659.587642
  nChanged 23
Iteration 185Q (6341.810000 sec): 41 clusters
  Score: Raw -117642664.470348 + Penalty 134987.444692 = -117507677.025656
  nChanged 19
Iteration 186Q (6352.330000 sec): 41 clusters
  Score: Raw -117642671.352317 + Penalty 134987.444692 = -117507683.907625
  nChanged 23
Iteration 187Q (6362.890000 sec): 41 clusters
  Score: Raw -117642705.216646 + Penalty 134987.444692 = -117507717.771954
  nChanged 15
Iteration 188Q (6373.430000 sec): 41 clusters
  Score: Raw -117642715.362433 + Penalty 134987.444692 = -117507727.917741
  nChanged 11
Iteration 189Q (6384.000000 sec): 41 clusters
  Score: Raw -117642733.797918 + Penalty 134987.444692 = -117507746.353226
  nChanged 10
Iteration 190Q (6394.540000 sec): 41 clusters
  Score: Raw -117642741.641863 + Penalty 134987.444692 = -117507754.197171
  nChanged 8
Iteration 191Q (6405.080000 sec): 41 clusters
  Score: Raw -117642742.230345 + Penalty 134987.444692 = -117507754.785653
  nChanged 10
Iteration 192Q (6415.660000 sec): 41 clusters
  Score: Raw -117642742.446261 + Penalty 134987.444692 = -117507755.001569
  nChanged 15
Iteration 193Q (6426.210000 sec): 41 clusters
  Score: Raw -117642742.709418 + Penalty 134987.444692 = -117507755.264726
  nChanged 10
Iteration 194Q (6437.040000 sec): 41 clusters
  Score: Raw -117642743.069810 + Penalty 134987.444692 = -117507755.625118
  nChanged 9
Iteration 195Q (6447.970000 sec): 41 clusters
  Score: Raw -117642743.320188 + Penalty 134987.444692 = -117507755.875496
  nChanged 10
Iteration 196Q (6458.890000 sec): 41 clusters
  Score: Raw -117642744.108273 + Penalty 134987.444692 = -117507756.663581
  nChanged 7
Iteration 197Q (6469.780000 sec): 41 clusters
  Score: Raw -117642744.325489 + Penalty 134987.444692 = -117507756.880797
  nChanged 13
Iteration 198Q (6480.700000 sec): 41 clusters
  Score: Raw -117642744.645599 + Penalty 134987.444692 = -117507757.200907
  nChanged 16
Iteration 199Q (6491.590000 sec): 41 clusters
  Score: Raw -117642745.083986 + Penalty 134987.444692 = -117507757.639294
  nChanged 16
Iteration 200F (6535.170000 sec): 41 clusters
  Score: Raw -117642755.816002 + Penalty 134987.444692 = -117507768.371310
  nChanged 23
Iteration 201Q (6546.060000 sec): 41 clusters
  Score: Raw -117642933.444149 + Penalty 134987.444692 = -117507945.999457
  nChanged 31
Iteration 202Q (6556.970000 sec): 41 clusters
  Score: Raw -117643021.135640 + Penalty 134987.444692 = -117508033.690948
  nChanged 28
Iteration 203Q (6567.880000 sec): 41 clusters
  Score: Raw -117643038.994308 + Penalty 134987.444692 = -117508051.549616
  nChanged 24
Iteration 204Q (6578.800000 sec): 41 clusters
  Score: Raw -117643052.902826 + Penalty 134987.444692 = -117508065.458134
  nChanged 16
Iteration 205Q (6589.720000 sec): 41 clusters
  Score: Raw -117643053.199258 + Penalty 134987.444692 = -117508065.754566
  nChanged 19
Iteration 206Q (6600.630000 sec): 41 clusters
  Score: Raw -117643053.518853 + Penalty 134987.444692 = -117508066.074161
  nChanged 22
Iteration 207Q (6611.510000 sec): 41 clusters
  Score: Raw -117643053.876708 + Penalty 134987.444692 = -117508066.432016
  nChanged 23
Iteration 208Q (6622.390000 sec): 41 clusters
  Score: Raw -117643054.116067 + Penalty 134987.444692 = -117508066.671375
  nChanged 16
Iteration 209Q (6633.290000 sec): 41 clusters
  Score: Raw -117643054.358348 + Penalty 134987.444692 = -117508066.913656
  nChanged 12
Iteration 210Q (6644.180000 sec): 41 clusters
  Score: Raw -117643054.683746 + Penalty 134987.444692 = -117508067.239054
  nChanged 21
Iteration 211Q (6655.060000 sec): 41 clusters
  Score: Raw -117643054.984489 + Penalty 134987.444692 = -117508067.539797
  nChanged 15
Iteration 212Q (6665.950000 sec): 41 clusters
  Score: Raw -117643055.281357 + Penalty 134987.444692 = -117508067.836665
  nChanged 11
Iteration 213Q (6676.830000 sec): 41 clusters
  Score: Raw -117643055.428401 + Penalty 134987.444692 = -117508067.983709
  nChanged 7
Iteration 214Q (6687.730000 sec): 41 clusters
  Score: Raw -117643055.603816 + Penalty 134987.444692 = -117508068.159124
  nChanged 7
Iteration 215Q (6698.620000 sec): 41 clusters
  Score: Raw -117643055.712579 + Penalty 134987.444692 = -117508068.267887
  nChanged 5
Iteration 216Q (6709.560000 sec): 41 clusters
  Score: Raw -117643055.802514 + Penalty 134987.444692 = -117508068.357822
  nChanged 1
Iteration 217Q (6720.490000 sec): 41 clusters
  Score: Raw -117643055.817483 + Penalty 134987.444692 = -117508068.372791
  nChanged 2
Iteration 218Q (6731.400000 sec): 41 clusters
  Score: Raw -117643055.830250 + Penalty 134987.444692 = -117508068.385558
  nChanged 2
Writing temp clu file 
Because OldScore, -117508068.372791, is greater than current (better) Score,-117508068.385558 
 Compute initial score before splitting:   Score: Raw -117643055.830250 + Penalty 134987.444692 = -117508068.385558
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6731.540000 sec): 2 clusters
  Score: Raw -1048042.454021 + Penalty 2200.828394 = -1045841.625627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6731.570000 sec): 3 clusters
  Score: Raw -1044424.376365 + Penalty 4401.656787 = -1040022.719578
  nChanged 2820
		SP:Iteration 1F (6731.600000 sec): 3 clusters
  Score: Raw -1045969.885673 + Penalty 4401.656787 = -1041568.228886
  nChanged 532
		SP:Iteration 2F (6731.620000 sec): 3 clusters
  Score: Raw -1046232.869851 + Penalty 4401.656787 = -1041831.213064
  nChanged 357
		SP:Iteration 3Q (6731.650000 sec): 3 clusters
  Score: Raw -1046398.973173 + Penalty 4401.656787 = -1041997.316386
  nChanged 282
		SP:Iteration 4Q (6731.670000 sec): 3 clusters
  Score: Raw -1046536.774422 + Penalty 4401.656787 = -1042135.117635
  nChanged 245
		SP:Iteration 5Q (6731.700000 sec): 3 clusters
  Score: Raw -1046656.449947 + Penalty 4401.656787 = -1042254.793160
  nChanged 215
		SP:Iteration 6Q (6731.730000 sec): 3 clusters
  Score: Raw -1046759.076743 + Penalty 4401.656787 = -1042357.419956
  nChanged 214
		SP:Iteration 7Q (6731.750000 sec): 3 clusters
  Score: Raw -1046852.910694 + Penalty 4401.656787 = -1042451.253907
  nChanged 185
		SP:Iteration 8Q (6731.780000 sec): 3 clusters
  Score: Raw -1046934.153396 + Penalty 4401.656787 = -1042532.496609
  nChanged 169
		SP:Iteration 9Q (6731.800000 sec): 3 clusters
  Score: Raw -1047013.474814 + Penalty 4401.656787 = -1042611.818027
  nChanged 173
		SP:Iteration 10Q (6731.830000 sec): 3 clusters
  Score: Raw -1047090.630725 + Penalty 4401.656787 = -1042688.973938
  nChanged 156
		SP:Iteration 11Q (6731.860000 sec): 3 clusters
  Score: Raw -1047164.152142 + Penalty 4401.656787 = -1042762.495355
  nChanged 170
		SP:Iteration 12Q (6731.880000 sec): 3 clusters
  Score: Raw -1047247.441706 + Penalty 4401.656787 = -1042845.784919
  nChanged 177
		SP:Iteration 13Q (6731.910000 sec): 3 clusters
  Score: Raw -1047328.630348 + Penalty 4401.656787 = -1042926.973561
  nChanged 153
		SP:Iteration 14Q (6731.930000 sec): 3 clusters
  Score: Raw -1047396.727366 + Penalty 4401.656787 = -1042995.070579
  nChanged 148
		SP:Iteration 15Q (6731.960000 sec): 3 clusters
  Score: Raw -1047460.110543 + Penalty 4401.656787 = -1043058.453756
  nChanged 143
		SP:Iteration 16Q (6731.980000 sec): 3 clusters
  Score: Raw -1047517.111252 + Penalty 4401.656787 = -1043115.454465
  nChanged 112
		SP:Iteration 17Q (6732.010000 sec): 3 clusters
  Score: Raw -1047563.002992 + Penalty 4401.656787 = -1043161.346205
  nChanged 100
		SP:Iteration 18Q (6732.040000 sec): 3 clusters
  Score: Raw -1047602.773893 + Penalty 4401.656787 = -1043201.117106
  nChanged 87
		SP:Iteration 19Q (6732.060000 sec): 3 clusters
  Score: Raw -1047640.094305 + Penalty 4401.656787 = -1043238.437518
  nChanged 101
		SP:Iteration 20F (6732.090000 sec): 3 clusters
  Score: Raw -1047679.507276 + Penalty 4401.656787 = -1043277.850488
  nChanged 83
		SP:Iteration 21Q (6732.110000 sec): 3 clusters
  Score: Raw -1047708.090989 + Penalty 4401.656787 = -1043306.434202
  nChanged 78
		SP:Iteration 22Q (6732.140000 sec): 3 clusters
  Score: Raw -1047738.330570 + Penalty 4401.656787 = -1043336.673783
  nChanged 78
		SP:Iteration 23Q (6732.160000 sec): 3 clusters
  Score: Raw -1047767.844403 + Penalty 4401.656787 = -1043366.187616
  nChanged 79
		SP:Iteration 24Q (6732.190000 sec): 3 clusters
  Score: Raw -1047797.041549 + Penalty 4401.656787 = -1043395.384761
  nChanged 69
		SP:Iteration 25Q (6732.220000 sec): 3 clusters
  Score: Raw -1047830.148627 + Penalty 4401.656787 = -1043428.491840
  nChanged 81
		SP:Iteration 26Q (6732.240000 sec): 3 clusters
  Score: Raw -1047864.728482 + Penalty 4401.656787 = -1043463.071695
  nChanged 76
		SP:Iteration 27Q (6732.260000 sec): 3 clusters
  Score: Raw -1047897.906863 + Penalty 4401.656787 = -1043496.250076
  nChanged 64
		SP:Iteration 28Q (6732.290000 sec): 3 clusters
  Score: Raw -1047925.134426 + Penalty 4401.656787 = -1043523.477639
  nChanged 56
		SP:Iteration 29Q (6732.320000 sec): 3 clusters
  Score: Raw -1047946.819003 + Penalty 4401.656787 = -1043545.162216
  nChanged 44
		SP:Iteration 30Q (6732.340000 sec): 3 clusters
  Score: Raw -1047964.038738 + Penalty 4401.656787 = -1043562.381951
  nChanged 49
		SP:Iteration 31Q (6732.370000 sec): 3 clusters
  Score: Raw -1047984.105658 + Penalty 4401.656787 = -1043582.448871
  nChanged 38
		SP:Iteration 32Q (6732.390000 sec): 3 clusters
  Score: Raw -1047997.810285 + Penalty 4401.656787 = -1043596.153498
  nChanged 36
		SP:Iteration 33Q (6732.420000 sec): 3 clusters
  Score: Raw -1048013.421514 + Penalty 4401.656787 = -1043611.764727
  nChanged 29
		SP:Iteration 34Q (6732.440000 sec): 3 clusters
  Score: Raw -1048025.917007 + Penalty 4401.656787 = -1043624.260220
  nChanged 30
		SP:Iteration 35Q (6732.470000 sec): 3 clusters
  Score: Raw -1048038.319348 + Penalty 4401.656787 = -1043636.662561
  nChanged 33
		SP:Iteration 36Q (6732.490000 sec): 3 clusters
  Score: Raw -1048053.504252 + Penalty 4401.656787 = -1043651.847465
  nChanged 31
		SP:Iteration 37Q (6732.520000 sec): 3 clusters
  Score: Raw -1048071.017669 + Penalty 4401.656787 = -1043669.360882
  nChanged 37
		SP:Iteration 38Q (6732.540000 sec): 3 clusters
  Score: Raw -1048088.695756 + Penalty 4401.656787 = -1043687.038969
  nChanged 20
		SP:Iteration 39Q (6732.570000 sec): 3 clusters
  Score: Raw -1048098.199347 + Penalty 4401.656787 = -1043696.542560
  nChanged 21
		SP:Iteration 40F (6732.590000 sec): 3 clusters
  Score: Raw -1048107.637406 + Penalty 4401.656787 = -1043705.980619
  nChanged 18
		SP:Iteration 41Q (6732.620000 sec): 3 clusters
  Score: Raw -1048117.292199 + Penalty 4401.656787 = -1043715.635412
  nChanged 23
		SP:Iteration 42Q (6732.640000 sec): 3 clusters
  Score: Raw -1048129.618312 + Penalty 4401.656787 = -1043727.961525
  nChanged 20
		SP:Iteration 43Q (6732.670000 sec): 3 clusters
  Score: Raw -1048139.342200 + Penalty 4401.656787 = -1043737.685412
  nChanged 14
		SP:Iteration 44Q (6732.690000 sec): 3 clusters
  Score: Raw -1048146.596352 + Penalty 4401.656787 = -1043744.939565
  nChanged 19
		SP:Iteration 45Q (6732.720000 sec): 3 clusters
  Score: Raw -1048156.619165 + Penalty 4401.656787 = -1043754.962377
  nChanged 19
		SP:Iteration 46Q (6732.740000 sec): 3 clusters
  Score: Raw -1048167.850715 + Penalty 4401.656787 = -1043766.193928
  nChanged 21
		SP:Iteration 47Q (6732.770000 sec): 3 clusters
  Score: Raw -1048176.319376 + Penalty 4401.656787 = -1043774.662589
  nChanged 15
		SP:Iteration 48Q (6732.790000 sec): 3 clusters
  Score: Raw -1048183.644873 + Penalty 4401.656787 = -1043781.988085
  nChanged 13
		SP:Iteration 49Q (6732.820000 sec): 3 clusters
  Score: Raw -1048190.344717 + Penalty 4401.656787 = -1043788.687930
  nChanged 12
		SP:Iteration 50Q (6732.840000 sec): 3 clusters
  Score: Raw -1048194.248916 + Penalty 4401.656787 = -1043792.592129
  nChanged 9
		SP:Iteration 51Q (6732.860000 sec): 3 clusters
  Score: Raw -1048197.670111 + Penalty 4401.656787 = -1043796.013324
  nChanged 8
		SP:Iteration 52Q (6732.890000 sec): 3 clusters
  Score: Raw -1048201.176080 + Penalty 4401.656787 = -1043799.519293
  nChanged 5
		SP:Iteration 53Q (6732.910000 sec): 3 clusters
  Score: Raw -1048203.434301 + Penalty 4401.656787 = -1043801.777514
  nChanged 5
		SP:Iteration 54Q (6732.940000 sec): 3 clusters
  Score: Raw -1048204.761159 + Penalty 4401.656787 = -1043803.104372
  nChanged 4
		SP:Iteration 55Q (6732.960000 sec): 3 clusters
  Score: Raw -1048206.690418 + Penalty 4401.656787 = -1043805.033631
  nChanged 9
		SP:Iteration 56Q (6732.990000 sec): 3 clusters
  Score: Raw -1048210.298104 + Penalty 4401.656787 = -1043808.641316
  nChanged 5
		SP:Iteration 57Q (6733.020000 sec): 3 clusters
  Score: Raw -1048212.489329 + Penalty 4401.656787 = -1043810.832542
  nChanged 3
		SP:Iteration 58Q (6733.040000 sec): 3 clusters
  Score: Raw -1048213.993284 + Penalty 4401.656787 = -1043812.336497
  nChanged 1
		SP:Iteration 59Q (6733.070000 sec): 3 clusters
  Score: Raw -1048214.432047 + Penalty 4401.656787 = -1043812.775260
  nChanged 1
		SP:Iteration 60F (6733.090000 sec): 3 clusters
  Score: Raw -1048215.120827 + Penalty 4401.656787 = -1043813.464040
  nChanged 2
		SP:Iteration 61Q (6733.120000 sec): 3 clusters
  Score: Raw -1048216.666163 + Penalty 4401.656787 = -1043815.009375
  nChanged 3
		SP:Iteration 62Q (6733.140000 sec): 3 clusters
  Score: Raw -1048217.699178 + Penalty 4401.656787 = -1043816.042391
  nChanged 1
		SP:Iteration 63Q (6733.170000 sec): 3 clusters
  Score: Raw -1048217.941504 + Penalty 4401.656787 = -1043816.284717
  nChanged 0
		SP:Iteration 64F (6733.190000 sec): 3 clusters
  Score: Raw -1048217.941504 + Penalty 4401.656787 = -1043816.284717
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6733.210000 sec): 2 clusters
  Score: Raw -1060798.668335 + Penalty 2207.505127 = -1058591.163208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6733.240000 sec): 3 clusters
  Score: Raw -1056983.523501 + Penalty 4415.010255 = -1052568.513246
  nChanged 2947
		SP:Iteration 1F (6733.270000 sec): 3 clusters
  Score: Raw -1058596.487159 + Penalty 4415.010255 = -1054181.476904
  nChanged 564
		SP:Iteration 2F (6733.290000 sec): 3 clusters
  Score: Raw -1058898.482465 + Penalty 4415.010255 = -1054483.472210
  nChanged 403
		SP:Iteration 3F (6733.320000 sec): 3 clusters
  Score: Raw -1059091.882028 + Penalty 4415.010255 = -1054676.871773
  nChanged 306
		SP:Iteration 4Q (6733.350000 sec): 3 clusters
  Score: Raw -1059230.663093 + Penalty 4415.010255 = -1054815.652838
  nChanged 254
		SP:Iteration 5Q (6733.370000 sec): 3 clusters
  Score: Raw -1059348.450556 + Penalty 4415.010255 = -1054933.440302
  nChanged 243
		SP:Iteration 6Q (6733.400000 sec): 3 clusters
  Score: Raw -1059456.395922 + Penalty 4415.010255 = -1055041.385667
  nChanged 195
		SP:Iteration 7Q (6733.430000 sec): 3 clusters
  Score: Raw -1059538.857306 + Penalty 4415.010255 = -1055123.847051
  nChanged 172
		SP:Iteration 8Q (6733.450000 sec): 3 clusters
  Score: Raw -1059615.794794 + Penalty 4415.010255 = -1055200.784540
  nChanged 162
		SP:Iteration 9Q (6733.480000 sec): 3 clusters
  Score: Raw -1059686.183634 + Penalty 4415.010255 = -1055271.173379
  nChanged 176
		SP:Iteration 10Q (6733.510000 sec): 3 clusters
  Score: Raw -1059754.621454 + Penalty 4415.010255 = -1055339.611200
  nChanged 147
		SP:Iteration 11Q (6733.530000 sec): 3 clusters
  Score: Raw -1059815.116641 + Penalty 4415.010255 = -1055400.106386
  nChanged 137
		SP:Iteration 12Q (6733.560000 sec): 3 clusters
  Score: Raw -1059869.190460 + Penalty 4415.010255 = -1055454.180206
  nChanged 134
		SP:Iteration 13Q (6733.590000 sec): 3 clusters
  Score: Raw -1059927.900550 + Penalty 4415.010255 = -1055512.890295
  nChanged 139
		SP:Iteration 14Q (6733.610000 sec): 3 clusters
  Score: Raw -1059992.048164 + Penalty 4415.010255 = -1055577.037910
  nChanged 140
		SP:Iteration 15Q (6733.640000 sec): 3 clusters
  Score: Raw -1060056.672469 + Penalty 4415.010255 = -1055641.662215
  nChanged 154
		SP:Iteration 16Q (6733.670000 sec): 3 clusters
  Score: Raw -1060131.401048 + Penalty 4415.010255 = -1055716.390794
  nChanged 168
		SP:Iteration 17Q (6733.690000 sec): 3 clusters
  Score: Raw -1060222.706203 + Penalty 4415.010255 = -1055807.695948
  nChanged 172
		SP:Iteration 18Q (6733.720000 sec): 3 clusters
  Score: Raw -1060325.095348 + Penalty 4415.010255 = -1055910.085093
  nChanged 189
		SP:Iteration 19Q (6733.740000 sec): 3 clusters
  Score: Raw -1060429.284577 + Penalty 4415.010255 = -1056014.274322
  nChanged 140
		SP:Iteration 20F (6733.770000 sec): 3 clusters
  Score: Raw -1060495.409410 + Penalty 4415.010255 = -1056080.399156
  nChanged 126
		SP:Iteration 21Q (6733.790000 sec): 3 clusters
  Score: Raw -1060555.924803 + Penalty 4415.010255 = -1056140.914548
  nChanged 104
		SP:Iteration 22Q (6733.820000 sec): 3 clusters
  Score: Raw -1060611.851760 + Penalty 4415.010255 = -1056196.841506
  nChanged 103
		SP:Iteration 23Q (6733.850000 sec): 3 clusters
  Score: Raw -1060666.618495 + Penalty 4415.010255 = -1056251.608240
  nChanged 88
		SP:Iteration 24Q (6733.870000 sec): 3 clusters
  Score: Raw -1060709.695475 + Penalty 4415.010255 = -1056294.685220
  nChanged 71
		SP:Iteration 25Q (6733.900000 sec): 3 clusters
  Score: Raw -1060736.496224 + Penalty 4415.010255 = -1056321.485969
  nChanged 50
		SP:Iteration 26Q (6733.920000 sec): 3 clusters
  Score: Raw -1060752.710890 + Penalty 4415.010255 = -1056337.700635
  nChanged 43
		SP:Iteration 27Q (6733.950000 sec): 3 clusters
  Score: Raw -1060765.188574 + Penalty 4415.010255 = -1056350.178319
  nChanged 41
		SP:Iteration 28Q (6733.970000 sec): 3 clusters
  Score: Raw -1060781.867593 + Penalty 4415.010255 = -1056366.857338
  nChanged 38
		SP:Iteration 29Q (6734.000000 sec): 3 clusters
  Score: Raw -1060795.563226 + Penalty 4415.010255 = -1056380.552971
  nChanged 38
		SP:Iteration 30Q (6734.020000 sec): 3 clusters
  Score: Raw -1060806.207648 + Penalty 4415.010255 = -1056391.197394
  nChanged 36
		SP:Iteration 31Q (6734.050000 sec): 3 clusters
  Score: Raw -1060818.113047 + Penalty 4415.010255 = -1056403.102793
  nChanged 31
		SP:Iteration 32Q (6734.070000 sec): 3 clusters
  Score: Raw -1060826.610018 + Penalty 4415.010255 = -1056411.599763
  nChanged 25
		SP:Iteration 33Q (6734.100000 sec): 3 clusters
  Score: Raw -1060834.682970 + Penalty 4415.010255 = -1056419.672715
  nChanged 20
		SP:Iteration 34Q (6734.120000 sec): 3 clusters
  Score: Raw -1060842.037837 + Penalty 4415.010255 = -1056427.027583
  nChanged 25
		SP:Iteration 35Q (6734.150000 sec): 3 clusters
  Score: Raw -1060847.958006 + Penalty 4415.010255 = -1056432.947751
  nChanged 20
		SP:Iteration 36Q (6734.170000 sec): 3 clusters
  Score: Raw -1060853.157206 + Penalty 4415.010255 = -1056438.146951
  nChanged 14
		SP:Iteration 37Q (6734.200000 sec): 3 clusters
  Score: Raw -1060856.250444 + Penalty 4415.010255 = -1056441.240189
  nChanged 8
		SP:Iteration 38Q (6734.220000 sec): 3 clusters
  Score: Raw -1060858.007340 + Penalty 4415.010255 = -1056442.997086
  nChanged 3
		SP:Iteration 39Q (6734.250000 sec): 3 clusters
  Score: Raw -1060858.419563 + Penalty 4415.010255 = -1056443.409308
  nChanged 3
		SP:Iteration 40F (6734.270000 sec): 3 clusters
  Score: Raw -1060859.151133 + Penalty 4415.010255 = -1056444.140878
  nChanged 4
		SP:Iteration 41Q (6734.300000 sec): 3 clusters
  Score: Raw -1060860.106253 + Penalty 4415.010255 = -1056445.095998
  nChanged 3
		SP:Iteration 42Q (6734.330000 sec): 3 clusters
  Score: Raw -1060860.431113 + Penalty 4415.010255 = -1056445.420858
  nChanged 1
		SP:Iteration 43Q (6734.350000 sec): 3 clusters
  Score: Raw -1060860.562328 + Penalty 4415.010255 = -1056445.552073
  nChanged 1
		SP:Iteration 44Q (6734.370000 sec): 3 clusters
  Score: Raw -1060860.626349 + Penalty 4415.010255 = -1056445.616094
  nChanged 1
		SP:Iteration 45Q (6734.400000 sec): 3 clusters
  Score: Raw -1060860.686770 + Penalty 4415.010255 = -1056445.676515
  nChanged 1
		SP:Iteration 46Q (6734.420000 sec): 3 clusters
  Score: Raw -1060860.815944 + Penalty 4415.010255 = -1056445.805690
  nChanged 0
		SP:Iteration 47F (6734.450000 sec): 3 clusters
  Score: Raw -1060860.815944 + Penalty 4415.010255 = -1056445.805690
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6734.540000 sec): 2 clusters
  Score: Raw -4013511.325887 + Penalty 2532.029182 = -4010979.296705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6734.640000 sec): 3 clusters
  Score: Raw -3997253.397335 + Penalty 5064.058364 = -3992189.338971
  nChanged 12311
		SP:Iteration 1F (6734.740000 sec): 3 clusters
  Score: Raw -4003771.099468 + Penalty 5064.058364 = -3998707.041104
  nChanged 1250
		SP:Iteration 2Q (6734.850000 sec): 3 clusters
  Score: Raw -4004152.214045 + Penalty 5064.058364 = -3999088.155681
  nChanged 1075
		SP:Iteration 3Q (6734.950000 sec): 3 clusters
  Score: Raw -4004451.324243 + Penalty 5064.058364 = -3999387.265878
  nChanged 929
		SP:Iteration 4Q (6735.050000 sec): 3 clusters
  Score: Raw -4004693.504475 + Penalty 5064.058364 = -3999629.446111
  nChanged 812
		SP:Iteration 5Q (6735.150000 sec): 3 clusters
  Score: Raw -4004887.553128 + Penalty 5064.058364 = -3999823.494764
  nChanged 701
		SP:Iteration 6Q (6735.250000 sec): 3 clusters
  Score: Raw -4005065.149713 + Penalty 5064.058364 = -4000001.091349
  nChanged 681
		SP:Iteration 7Q (6735.350000 sec): 3 clusters
  Score: Raw -4005233.570830 + Penalty 5064.058364 = -4000169.512466
  nChanged 623
		SP:Iteration 8Q (6735.450000 sec): 3 clusters
  Score: Raw -4005399.834173 + Penalty 5064.058364 = -4000335.775809
  nChanged 627
		SP:Iteration 9Q (6735.560000 sec): 3 clusters
  Score: Raw -4005593.519000 + Penalty 5064.058364 = -4000529.460636
  nChanged 683
		SP:Iteration 10Q (6735.660000 sec): 3 clusters
  Score: Raw -4005853.039004 + Penalty 5064.058364 = -4000788.980639
  nChanged 831
		SP:Iteration 11Q (6735.760000 sec): 3 clusters
  Score: Raw -4006227.844146 + Penalty 5064.058364 = -4001163.785781
  nChanged 930
		SP:Iteration 12Q (6735.860000 sec): 3 clusters
  Score: Raw -4006718.627196 + Penalty 5064.058364 = -4001654.568832
  nChanged 1106
		SP:Iteration 13Q (6735.960000 sec): 3 clusters
  Score: Raw -4007406.822955 + Penalty 5064.058364 = -4002342.764590
  nChanged 1207
		SP:Iteration 14Q (6736.060000 sec): 3 clusters
  Score: Raw -4008235.279986 + Penalty 5064.058364 = -4003171.221622
  nChanged 1262
		SP:Iteration 15Q (6736.160000 sec): 3 clusters
  Score: Raw -4009186.673822 + Penalty 5064.058364 = -4004122.615458
  nChanged 1260
		SP:Iteration 16Q (6736.260000 sec): 3 clusters
  Score: Raw -4010176.182686 + Penalty 5064.058364 = -4005112.124322
  nChanged 1160
		SP:Iteration 17Q (6736.350000 sec): 3 clusters
  Score: Raw -4011035.386516 + Penalty 5064.058364 = -4005971.328152
  nChanged 952
		SP:Iteration 18Q (6736.440000 sec): 3 clusters
  Score: Raw -4011713.883775 + Penalty 5064.058364 = -4006649.825411
  nChanged 782
		SP:Iteration 19Q (6736.530000 sec): 3 clusters
  Score: Raw -4012260.889287 + Penalty 5064.058364 = -4007196.830923
  nChanged 617
		SP:Iteration 20F (6736.630000 sec): 3 clusters
  Score: Raw -4012689.941294 + Penalty 5064.058364 = -4007625.882929
  nChanged 476
		SP:Iteration 21Q (6736.710000 sec): 3 clusters
  Score: Raw -4013012.260500 + Penalty 5064.058364 = -4007948.202136
  nChanged 329
		SP:Iteration 22Q (6736.790000 sec): 3 clusters
  Score: Raw -4013229.637773 + Penalty 5064.058364 = -4008165.579409
  nChanged 249
		SP:Iteration 23Q (6736.870000 sec): 3 clusters
  Score: Raw -4013391.213885 + Penalty 5064.058364 = -4008327.155521
  nChanged 163
		SP:Iteration 24Q (6736.950000 sec): 3 clusters
  Score: Raw -4013499.780873 + Penalty 5064.058364 = -4008435.722509
  nChanged 116
		SP:Iteration 25Q (6737.020000 sec): 3 clusters
  Score: Raw -4013580.192415 + Penalty 5064.058364 = -4008516.134051
  nChanged 85
		SP:Iteration 26Q (6737.090000 sec): 3 clusters
  Score: Raw -4013633.859232 + Penalty 5064.058364 = -4008569.800867
  nChanged 51
		SP:Iteration 27Q (6737.170000 sec): 3 clusters
  Score: Raw -4013669.316675 + Penalty 5064.058364 = -4008605.258310
  nChanged 61
		SP:Iteration 28Q (6737.240000 sec): 3 clusters
  Score: Raw -4013718.141502 + Penalty 5064.058364 = -4008654.083138
  nChanged 41
		SP:Iteration 29Q (6737.310000 sec): 3 clusters
  Score: Raw -4013749.452844 + Penalty 5064.058364 = -4008685.394480
  nChanged 31
		SP:Iteration 30Q (6737.380000 sec): 3 clusters
  Score: Raw -4013772.661038 + Penalty 5064.058364 = -4008708.602674
  nChanged 34
		SP:Iteration 31Q (6737.450000 sec): 3 clusters
  Score: Raw -4013796.439405 + Penalty 5064.058364 = -4008732.381041
  nChanged 17
		SP:Iteration 32Q (6737.530000 sec): 3 clusters
  Score: Raw -4013809.064197 + Penalty 5064.058364 = -4008745.005833
  nChanged 11
		SP:Iteration 33Q (6737.590000 sec): 3 clusters
  Score: Raw -4013814.827890 + Penalty 5064.058364 = -4008750.769526
  nChanged 7
		SP:Iteration 34Q (6737.670000 sec): 3 clusters
  Score: Raw -4013819.526828 + Penalty 5064.058364 = -4008755.468464
  nChanged 10
		SP:Iteration 35Q (6737.740000 sec): 3 clusters
  Score: Raw -4013829.344710 + Penalty 5064.058364 = -4008765.286346
  nChanged 14
		SP:Iteration 36Q (6737.810000 sec): 3 clusters
  Score: Raw -4013840.754113 + Penalty 5064.058364 = -4008776.695749
  nChanged 8
		SP:Iteration 37Q (6737.880000 sec): 3 clusters
  Score: Raw -4013847.828905 + Penalty 5064.058364 = -4008783.770541
  nChanged 5
		SP:Iteration 38Q (6737.950000 sec): 3 clusters
  Score: Raw -4013850.701965 + Penalty 5064.058364 = -4008786.643601
  nChanged 5
		SP:Iteration 39Q (6738.020000 sec): 3 clusters
  Score: Raw -4013855.499946 + Penalty 5064.058364 = -4008791.441582
  nChanged 5
		SP:Iteration 40F (6738.110000 sec): 3 clusters
  Score: Raw -4013858.678203 + Penalty 5064.058364 = -4008794.619839
  nChanged 9
		SP:Iteration 41Q (6738.190000 sec): 3 clusters
  Score: Raw -4013864.596741 + Penalty 5064.058364 = -4008800.538376
  nChanged 6
		SP:Iteration 42Q (6738.260000 sec): 3 clusters
  Score: Raw -4013870.201449 + Penalty 5064.058364 = -4008806.143085
  nChanged 7
		SP:Iteration 43Q (6738.330000 sec): 3 clusters
  Score: Raw -4013876.001680 + Penalty 5064.058364 = -4008811.943316
  nChanged 6
		SP:Iteration 44Q (6738.400000 sec): 3 clusters
  Score: Raw -4013880.369217 + Penalty 5064.058364 = -4008816.310853
  nChanged 3
		SP:Iteration 45Q (6738.470000 sec): 3 clusters
  Score: Raw -4013883.151985 + Penalty 5064.058364 = -4008819.093621
  nChanged 5
		SP:Iteration 46Q (6738.540000 sec): 3 clusters
  Score: Raw -4013888.122267 + Penalty 5064.058364 = -4008824.063902
  nChanged 7
		SP:Iteration 47Q (6738.610000 sec): 3 clusters
  Score: Raw -4013893.434485 + Penalty 5064.058364 = -4008829.376121
  nChanged 8
		SP:Iteration 48Q (6738.680000 sec): 3 clusters
  Score: Raw -4013898.957004 + Penalty 5064.058364 = -4008834.898640
  nChanged 4
		SP:Iteration 49Q (6738.750000 sec): 3 clusters
  Score: Raw -4013901.916498 + Penalty 5064.058364 = -4008837.858133
  nChanged 4
		SP:Iteration 50Q (6738.820000 sec): 3 clusters
  Score: Raw -4013904.233402 + Penalty 5064.058364 = -4008840.175038
  nChanged 1
		SP:Iteration 51Q (6738.890000 sec): 3 clusters
  Score: Raw -4013904.645700 + Penalty 5064.058364 = -4008840.587336
  nChanged 0
		SP:Iteration 52F (6738.990000 sec): 3 clusters
  Score: Raw -4013904.645700 + Penalty 5064.058364 = -4008840.587336
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6739.060000 sec): 2 clusters
  Score: Raw -3334787.860779 + Penalty 2501.838032 = -3332286.022746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6739.150000 sec): 3 clusters
  Score: Raw -3320555.265943 + Penalty 5003.676065 = -3315551.589878
  nChanged 10692
		SP:Iteration 1F (6739.240000 sec): 3 clusters
  Score: Raw -3326361.402803 + Penalty 5003.676065 = -3321357.726739
  nChanged 1255
		SP:Iteration 2F (6739.330000 sec): 3 clusters
  Score: Raw -3326828.658046 + Penalty 5003.676065 = -3321824.981981
  nChanged 1119
		SP:Iteration 3Q (6739.420000 sec): 3 clusters
  Score: Raw -3327216.713232 + Penalty 5003.676065 = -3322213.037168
  nChanged 1011
		SP:Iteration 4Q (6739.500000 sec): 3 clusters
  Score: Raw -3327568.832484 + Penalty 5003.676065 = -3322565.156419
  nChanged 926
		SP:Iteration 5Q (6739.600000 sec): 3 clusters
  Score: Raw -3327902.679805 + Penalty 5003.676065 = -3322899.003741
  nChanged 912
		SP:Iteration 6Q (6739.680000 sec): 3 clusters
  Score: Raw -3328234.622215 + Penalty 5003.676065 = -3323230.946151
  nChanged 897
		SP:Iteration 7Q (6739.770000 sec): 3 clusters
  Score: Raw -3328567.129570 + Penalty 5003.676065 = -3323563.453506
  nChanged 891
		SP:Iteration 8Q (6739.860000 sec): 3 clusters
  Score: Raw -3328922.665157 + Penalty 5003.676065 = -3323918.989092
  nChanged 912
		SP:Iteration 9Q (6739.950000 sec): 3 clusters
  Score: Raw -3329334.003587 + Penalty 5003.676065 = -3324330.327522
  nChanged 948
		SP:Iteration 10Q (6740.040000 sec): 3 clusters
  Score: Raw -3329786.233200 + Penalty 5003.676065 = -3324782.557136
  nChanged 962
		SP:Iteration 11Q (6740.130000 sec): 3 clusters
  Score: Raw -3330250.905532 + Penalty 5003.676065 = -3325247.229467
  nChanged 916
		SP:Iteration 12Q (6740.220000 sec): 3 clusters
  Score: Raw -3330730.975100 + Penalty 5003.676065 = -3325727.299036
  nChanged 907
		SP:Iteration 13Q (6740.300000 sec): 3 clusters
  Score: Raw -3331189.359672 + Penalty 5003.676065 = -3326185.683607
  nChanged 796
		SP:Iteration 14Q (6740.390000 sec): 3 clusters
  Score: Raw -3331563.897505 + Penalty 5003.676065 = -3326560.221441
  nChanged 715
		SP:Iteration 15Q (6740.480000 sec): 3 clusters
  Score: Raw -3331865.504108 + Penalty 5003.676065 = -3326861.828043
  nChanged 578
		SP:Iteration 16Q (6740.560000 sec): 3 clusters
  Score: Raw -3332073.054576 + Penalty 5003.676065 = -3327069.378512
  nChanged 464
		SP:Iteration 17Q (6740.650000 sec): 3 clusters
  Score: Raw -3332204.950255 + Penalty 5003.676065 = -3327201.274190
  nChanged 343
		SP:Iteration 18Q (6740.740000 sec): 3 clusters
  Score: Raw -3332296.147490 + Penalty 5003.676065 = -3327292.471425
  nChanged 262
		SP:Iteration 19Q (6740.820000 sec): 3 clusters
  Score: Raw -3332362.356236 + Penalty 5003.676065 = -3327358.680171
  nChanged 235
		SP:Iteration 20F (6740.910000 sec): 3 clusters
  Score: Raw -3332416.850713 + Penalty 5003.676065 = -3327413.174648
  nChanged 203
		SP:Iteration 21Q (6741.000000 sec): 3 clusters
  Score: Raw -3332456.866154 + Penalty 5003.676065 = -3327453.190090
  nChanged 171
		SP:Iteration 22Q (6741.080000 sec): 3 clusters
  Score: Raw -3332487.613296 + Penalty 5003.676065 = -3327483.937232
  nChanged 143
		SP:Iteration 23Q (6741.170000 sec): 3 clusters
  Score: Raw -3332511.061466 + Penalty 5003.676065 = -3327507.385402
  nChanged 132
		SP:Iteration 24Q (6741.250000 sec): 3 clusters
  Score: Raw -3332529.791616 + Penalty 5003.676065 = -3327526.115551
  nChanged 123
		SP:Iteration 25Q (6741.340000 sec): 3 clusters
  Score: Raw -3332550.213614 + Penalty 5003.676065 = -3327546.537549
  nChanged 137
		SP:Iteration 26Q (6741.420000 sec): 3 clusters
  Score: Raw -3332571.546788 + Penalty 5003.676065 = -3327567.870723
  nChanged 124
		SP:Iteration 27Q (6741.500000 sec): 3 clusters
  Score: Raw -3332589.471796 + Penalty 5003.676065 = -3327585.795731
  nChanged 117
		SP:Iteration 28Q (6741.590000 sec): 3 clusters
  Score: Raw -3332611.079779 + Penalty 5003.676065 = -3327607.403715
  nChanged 138
		SP:Iteration 29Q (6741.680000 sec): 3 clusters
  Score: Raw -3332636.790838 + Penalty 5003.676065 = -3327633.114773
  nChanged 143
		SP:Iteration 30Q (6741.760000 sec): 3 clusters
  Score: Raw -3332667.435131 + Penalty 5003.676065 = -3327663.759066
  nChanged 154
		SP:Iteration 31Q (6741.840000 sec): 3 clusters
  Score: Raw -3332704.256612 + Penalty 5003.676065 = -3327700.580548
  nChanged 150
		SP:Iteration 32Q (6741.930000 sec): 3 clusters
  Score: Raw -3332736.753209 + Penalty 5003.676065 = -3327733.077145
  nChanged 162
		SP:Iteration 33Q (6742.010000 sec): 3 clusters
  Score: Raw -3332769.737243 + Penalty 5003.676065 = -3327766.061179
  nChanged 156
		SP:Iteration 34Q (6742.090000 sec): 3 clusters
  Score: Raw -3332800.010662 + Penalty 5003.676065 = -3327796.334597
  nChanged 161
		SP:Iteration 35Q (6742.180000 sec): 3 clusters
  Score: Raw -3332832.241648 + Penalty 5003.676065 = -3327828.565583
  nChanged 160
		SP:Iteration 36Q (6742.260000 sec): 3 clusters
  Score: Raw -3332861.714746 + Penalty 5003.676065 = -3327858.038681
  nChanged 143
		SP:Iteration 37Q (6742.340000 sec): 3 clusters
  Score: Raw -3332888.579453 + Penalty 5003.676065 = -3327884.903388
  nChanged 131
		SP:Iteration 38Q (6742.430000 sec): 3 clusters
  Score: Raw -3332914.029049 + Penalty 5003.676065 = -3327910.352984
  nChanged 136
		SP:Iteration 39Q (6742.510000 sec): 3 clusters
  Score: Raw -3332940.668609 + Penalty 5003.676065 = -3327936.992545
  nChanged 129
		SP:Iteration 40F (6742.600000 sec): 3 clusters
  Score: Raw -3332966.128018 + Penalty 5003.676065 = -3327962.451953
  nChanged 145
		SP:Iteration 41Q (6742.680000 sec): 3 clusters
  Score: Raw -3332998.712147 + Penalty 5003.676065 = -3327995.036082
  nChanged 149
		SP:Iteration 42Q (6742.770000 sec): 3 clusters
  Score: Raw -3333036.049462 + Penalty 5003.676065 = -3328032.373397
  nChanged 155
		SP:Iteration 43Q (6742.850000 sec): 3 clusters
  Score: Raw -3333068.564574 + Penalty 5003.676065 = -3328064.888509
  nChanged 154
		SP:Iteration 44Q (6742.930000 sec): 3 clusters
  Score: Raw -3333099.190369 + Penalty 5003.676065 = -3328095.514304
  nChanged 136
		SP:Iteration 45Q (6743.020000 sec): 3 clusters
  Score: Raw -3333124.021653 + Penalty 5003.676065 = -3328120.345589
  nChanged 133
		SP:Iteration 46Q (6743.100000 sec): 3 clusters
  Score: Raw -3333143.822078 + Penalty 5003.676065 = -3328140.146014
  nChanged 111
		SP:Iteration 47Q (6743.180000 sec): 3 clusters
  Score: Raw -3333161.199217 + Penalty 5003.676065 = -3328157.523152
  nChanged 115
		SP:Iteration 48Q (6743.260000 sec): 3 clusters
  Score: Raw -3333181.256718 + Penalty 5003.676065 = -3328177.580653
  nChanged 123
		SP:Iteration 49Q (6743.340000 sec): 3 clusters
  Score: Raw -3333202.251342 + Penalty 5003.676065 = -3328198.575278
  nChanged 121
		SP:Iteration 50Q (6743.420000 sec): 3 clusters
  Score: Raw -3333226.078959 + Penalty 5003.676065 = -3328222.402895
  nChanged 115
		SP:Iteration 51Q (6743.510000 sec): 3 clusters
  Score: Raw -3333245.827048 + Penalty 5003.676065 = -3328242.150983
  nChanged 101
		SP:Iteration 52Q (6743.590000 sec): 3 clusters
  Score: Raw -3333263.952163 + Penalty 5003.676065 = -3328260.276098
  nChanged 106
		SP:Iteration 53Q (6743.670000 sec): 3 clusters
  Score: Raw -3333283.853170 + Penalty 5003.676065 = -3328280.177105
  nChanged 114
		SP:Iteration 54Q (6743.750000 sec): 3 clusters
  Score: Raw -3333302.620614 + Penalty 5003.676065 = -3328298.944550
  nChanged 109
		SP:Iteration 55Q (6743.830000 sec): 3 clusters
  Score: Raw -3333321.921293 + Penalty 5003.676065 = -3328318.245228
  nChanged 124
		SP:Iteration 56Q (6743.910000 sec): 3 clusters
  Score: Raw -3333341.544120 + Penalty 5003.676065 = -3328337.868055
  nChanged 99
		SP:Iteration 57Q (6743.990000 sec): 3 clusters
  Score: Raw -3333360.166494 + Penalty 5003.676065 = -3328356.490430
  nChanged 95
		SP:Iteration 58Q (6744.070000 sec): 3 clusters
  Score: Raw -3333378.370077 + Penalty 5003.676065 = -3328374.694012
  nChanged 103
		SP:Iteration 59Q (6744.150000 sec): 3 clusters
  Score: Raw -3333399.056891 + Penalty 5003.676065 = -3328395.380826
  nChanged 110
		SP:Iteration 60F (6744.240000 sec): 3 clusters
  Score: Raw -3333416.964090 + Penalty 5003.676065 = -3328413.288025
  nChanged 94
		SP:Iteration 61Q (6744.320000 sec): 3 clusters
  Score: Raw -3333430.607962 + Penalty 5003.676065 = -3328426.931898
  nChanged 81
		SP:Iteration 62Q (6744.400000 sec): 3 clusters
  Score: Raw -3333446.637254 + Penalty 5003.676065 = -3328442.961190
  nChanged 96
		SP:Iteration 63Q (6744.480000 sec): 3 clusters
  Score: Raw -3333466.399231 + Penalty 5003.676065 = -3328462.723167
  nChanged 106
		SP:Iteration 64Q (6744.560000 sec): 3 clusters
  Score: Raw -3333488.931793 + Penalty 5003.676065 = -3328485.255728
  nChanged 120
		SP:Iteration 65Q (6744.640000 sec): 3 clusters
  Score: Raw -3333514.531953 + Penalty 5003.676065 = -3328510.855889
  nChanged 114
		SP:Iteration 66Q (6744.720000 sec): 3 clusters
  Score: Raw -3333537.527894 + Penalty 5003.676065 = -3328533.851829
  nChanged 126
		SP:Iteration 67Q (6744.800000 sec): 3 clusters
  Score: Raw -3333561.110779 + Penalty 5003.676065 = -3328557.434715
  nChanged 119
		SP:Iteration 68Q (6744.880000 sec): 3 clusters
  Score: Raw -3333585.044361 + Penalty 5003.676065 = -3328581.368296
  nChanged 137
		SP:Iteration 69Q (6744.960000 sec): 3 clusters
  Score: Raw -3333612.808110 + Penalty 5003.676065 = -3328609.132045
  nChanged 128
		SP:Iteration 70Q (6745.040000 sec): 3 clusters
  Score: Raw -3333638.254480 + Penalty 5003.676065 = -3328634.578415
  nChanged 128
		SP:Iteration 71Q (6745.110000 sec): 3 clusters
  Score: Raw -3333666.015037 + Penalty 5003.676065 = -3328662.338972
  nChanged 126
		SP:Iteration 72Q (6745.190000 sec): 3 clusters
  Score: Raw -3333693.952870 + Penalty 5003.676065 = -3328690.276805
  nChanged 119
		SP:Iteration 73Q (6745.270000 sec): 3 clusters
  Score: Raw -3333719.701328 + Penalty 5003.676065 = -3328716.025264
  nChanged 128
		SP:Iteration 74Q (6745.350000 sec): 3 clusters
  Score: Raw -3333747.090256 + Penalty 5003.676065 = -3328743.414191
  nChanged 116
		SP:Iteration 75Q (6745.430000 sec): 3 clusters
  Score: Raw -3333770.736105 + Penalty 5003.676065 = -3328767.060040
  nChanged 119
		SP:Iteration 76Q (6745.500000 sec): 3 clusters
  Score: Raw -3333794.795433 + Penalty 5003.676065 = -3328791.119368
  nChanged 119
		SP:Iteration 77Q (6745.580000 sec): 3 clusters
  Score: Raw -3333818.957067 + Penalty 5003.676065 = -3328815.281002
  nChanged 117
		SP:Iteration 78Q (6745.660000 sec): 3 clusters
  Score: Raw -3333841.001102 + Penalty 5003.676065 = -3328837.325038
  nChanged 99
		SP:Iteration 79Q (6745.740000 sec): 3 clusters
  Score: Raw -3333859.155939 + Penalty 5003.676065 = -3328855.479875
  nChanged 96
		SP:Iteration 80F (6745.820000 sec): 3 clusters
  Score: Raw -3333877.829891 + Penalty 5003.676065 = -3328874.153826
  nChanged 111
		SP:Iteration 81Q (6745.900000 sec): 3 clusters
  Score: Raw -3333902.006032 + Penalty 5003.676065 = -3328898.329967
  nChanged 105
		SP:Iteration 82Q (6745.980000 sec): 3 clusters
  Score: Raw -3333922.526426 + Penalty 5003.676065 = -3328918.850361
  nChanged 93
		SP:Iteration 83Q (6746.060000 sec): 3 clusters
  Score: Raw -3333940.749912 + Penalty 5003.676065 = -3328937.073848
  nChanged 95
		SP:Iteration 84Q (6746.130000 sec): 3 clusters
  Score: Raw -3333960.162468 + Penalty 5003.676065 = -3328956.486403
  nChanged 101
		SP:Iteration 85Q (6746.200000 sec): 3 clusters
  Score: Raw -3333979.615518 + Penalty 5003.676065 = -3328975.939453
  nChanged 106
		SP:Iteration 86Q (6746.280000 sec): 3 clusters
  Score: Raw -3334000.227150 + Penalty 5003.676065 = -3328996.551086
  nChanged 102
		SP:Iteration 87Q (6746.360000 sec): 3 clusters
  Score: Raw -3334021.627284 + Penalty 5003.676065 = -3329017.951219
  nChanged 111
		SP:Iteration 88Q (6746.430000 sec): 3 clusters
  Score: Raw -3334047.267877 + Penalty 5003.676065 = -3329043.591812
  nChanged 107
		SP:Iteration 89Q (6746.510000 sec): 3 clusters
  Score: Raw -3334073.187346 + Penalty 5003.676065 = -3329069.511282
  nChanged 116
		SP:Iteration 90Q (6746.580000 sec): 3 clusters
  Score: Raw -3334101.974190 + Penalty 5003.676065 = -3329098.298125
  nChanged 132
		SP:Iteration 91Q (6746.660000 sec): 3 clusters
  Score: Raw -3334138.579536 + Penalty 5003.676065 = -3329134.903471
  nChanged 137
		SP:Iteration 92Q (6746.730000 sec): 3 clusters
  Score: Raw -3334172.684848 + Penalty 5003.676065 = -3329169.008783
  nChanged 129
		SP:Iteration 93Q (6746.800000 sec): 3 clusters
  Score: Raw -3334207.986829 + Penalty 5003.676065 = -3329204.310765
  nChanged 126
		SP:Iteration 94Q (6746.880000 sec): 3 clusters
  Score: Raw -3334242.609207 + Penalty 5003.676065 = -3329238.933142
  nChanged 123
		SP:Iteration 95Q (6746.950000 sec): 3 clusters
  Score: Raw -3334277.058629 + Penalty 5003.676065 = -3329273.382565
  nChanged 134
		SP:Iteration 96Q (6747.020000 sec): 3 clusters
  Score: Raw -3334317.855461 + Penalty 5003.676065 = -3329314.179396
  nChanged 119
		SP:Iteration 97Q (6747.100000 sec): 3 clusters
  Score: Raw -3334350.196220 + Penalty 5003.676065 = -3329346.520155
  nChanged 87
		SP:Iteration 98Q (6747.170000 sec): 3 clusters
  Score: Raw -3334374.006774 + Penalty 5003.676065 = -3329370.330710
  nChanged 83
		SP:Iteration 99Q (6747.240000 sec): 3 clusters
  Score: Raw -3334398.426389 + Penalty 5003.676065 = -3329394.750325
  nChanged 78
		SP:Iteration 100F (6747.330000 sec): 3 clusters
  Score: Raw -3334422.150843 + Penalty 5003.676065 = -3329418.474778
  nChanged 78
		SP:Iteration 101Q (6747.400000 sec): 3 clusters
  Score: Raw -3334443.085944 + Penalty 5003.676065 = -3329439.409879
  nChanged 91
		SP:Iteration 102Q (6747.470000 sec): 3 clusters
  Score: Raw -3334467.049609 + Penalty 5003.676065 = -3329463.373544
  nChanged 85
		SP:Iteration 103Q (6747.540000 sec): 3 clusters
  Score: Raw -3334496.363186 + Penalty 5003.676065 = -3329492.687121
  nChanged 112
		SP:Iteration 104Q (6747.610000 sec): 3 clusters
  Score: Raw -3334538.033959 + Penalty 5003.676065 = -3329534.357895
  nChanged 113
		SP:Iteration 105Q (6747.680000 sec): 3 clusters
  Score: Raw -3334581.477329 + Penalty 5003.676065 = -3329577.801264
  nChanged 110
		SP:Iteration 106Q (6747.750000 sec): 3 clusters
  Score: Raw -3334627.882545 + Penalty 5003.676065 = -3329624.206480
  nChanged 104
		SP:Iteration 107Q (6747.820000 sec): 3 clusters
  Score: Raw -3334667.083084 + Penalty 5003.676065 = -3329663.407020
  nChanged 90
		SP:Iteration 108Q (6747.890000 sec): 3 clusters
  Score: Raw -3334700.163505 + Penalty 5003.676065 = -3329696.487440
  nChanged 88
		SP:Iteration 109Q (6747.960000 sec): 3 clusters
  Score: Raw -3334736.268296 + Penalty 5003.676065 = -3329732.592231
  nChanged 80
		SP:Iteration 110Q (6748.020000 sec): 3 clusters
  Score: Raw -3334765.515094 + Penalty 5003.676065 = -3329761.839030
  nChanged 73
		SP:Iteration 111Q (6748.090000 sec): 3 clusters
  Score: Raw -3334791.751361 + Penalty 5003.676065 = -3329788.075296
  nChanged 63
		SP:Iteration 112Q (6748.160000 sec): 3 clusters
  Score: Raw -3334813.813370 + Penalty 5003.676065 = -3329810.137306
  nChanged 58
		SP:Iteration 113Q (6748.230000 sec): 3 clusters
  Score: Raw -3334838.392528 + Penalty 5003.676065 = -3329834.716464
  nChanged 60
		SP:Iteration 114Q (6748.300000 sec): 3 clusters
  Score: Raw -3334857.493285 + Penalty 5003.676065 = -3329853.817221
  nChanged 57
		SP:Iteration 115Q (6748.370000 sec): 3 clusters
  Score: Raw -3334878.308266 + Penalty 5003.676065 = -3329874.632202
  nChanged 53
		SP:Iteration 116Q (6748.430000 sec): 3 clusters
  Score: Raw -3334895.586925 + Penalty 5003.676065 = -3329891.910860
  nChanged 39
		SP:Iteration 117Q (6748.500000 sec): 3 clusters
  Score: Raw -3334908.445346 + Penalty 5003.676065 = -3329904.769281
  nChanged 39
		SP:Iteration 118Q (6748.570000 sec): 3 clusters
  Score: Raw -3334922.841865 + Penalty 5003.676065 = -3329919.165801
  nChanged 44
		SP:Iteration 119Q (6748.640000 sec): 3 clusters
  Score: Raw -3334942.218956 + Penalty 5003.676065 = -3329938.542891
  nChanged 46
		SP:Iteration 120F (6748.720000 sec): 3 clusters
  Score: Raw -3334967.177555 + Penalty 5003.676065 = -3329963.501490
  nChanged 54
		SP:Iteration 121Q (6748.790000 sec): 3 clusters
  Score: Raw -3334997.793179 + Penalty 5003.676065 = -3329994.117115
  nChanged 55
		SP:Iteration 122Q (6748.860000 sec): 3 clusters
  Score: Raw -3335030.118680 + Penalty 5003.676065 = -3330026.442616
  nChanged 64
		SP:Iteration 123Q (6748.920000 sec): 3 clusters
  Score: Raw -3335067.795539 + Penalty 5003.676065 = -3330064.119474
  nChanged 67
		SP:Iteration 124Q (6748.990000 sec): 3 clusters
  Score: Raw -3335110.461043 + Penalty 5003.676065 = -3330106.784978
  nChanged 53
		SP:Iteration 125Q (6749.050000 sec): 3 clusters
  Score: Raw -3335140.237671 + Penalty 5003.676065 = -3330136.561607
  nChanged 48
		SP:Iteration 126Q (6749.120000 sec): 3 clusters
  Score: Raw -3335163.045617 + Penalty 5003.676065 = -3330159.369552
  nChanged 42
		SP:Iteration 127Q (6749.180000 sec): 3 clusters
  Score: Raw -3335184.604099 + Penalty 5003.676065 = -3330180.928035
  nChanged 32
		SP:Iteration 128Q (6749.250000 sec): 3 clusters
  Score: Raw -3335197.273817 + Penalty 5003.676065 = -3330193.597753
  nChanged 20
		SP:Iteration 129Q (6749.310000 sec): 3 clusters
  Score: Raw -3335205.378762 + Penalty 5003.676065 = -3330201.702697
  nChanged 22
		SP:Iteration 130Q (6749.380000 sec): 3 clusters
  Score: Raw -3335215.400410 + Penalty 5003.676065 = -3330211.724346
  nChanged 20
		SP:Iteration 131Q (6749.440000 sec): 3 clusters
  Score: Raw -3335224.341588 + Penalty 5003.676065 = -3330220.665523
  nChanged 18
		SP:Iteration 132Q (6749.500000 sec): 3 clusters
  Score: Raw -3335231.075416 + Penalty 5003.676065 = -3330227.399352
  nChanged 14
		SP:Iteration 133Q (6749.570000 sec): 3 clusters
  Score: Raw -3335237.413484 + Penalty 5003.676065 = -3330233.737420
  nChanged 18
		SP:Iteration 134Q (6749.630000 sec): 3 clusters
  Score: Raw -3335244.334036 + Penalty 5003.676065 = -3330240.657971
  nChanged 14
		SP:Iteration 135Q (6749.700000 sec): 3 clusters
  Score: Raw -3335251.367941 + Penalty 5003.676065 = -3330247.691876
  nChanged 20
		SP:Iteration 136Q (6749.760000 sec): 3 clusters
  Score: Raw -3335259.240791 + Penalty 5003.676065 = -3330255.564726
  nChanged 19
		SP:Iteration 137Q (6749.830000 sec): 3 clusters
  Score: Raw -3335267.898193 + Penalty 5003.676065 = -3330264.222129
  nChanged 16
		SP:Iteration 138Q (6749.890000 sec): 3 clusters
  Score: Raw -3335274.169397 + Penalty 5003.676065 = -3330270.493332
  nChanged 8
		SP:Iteration 139Q (6749.950000 sec): 3 clusters
  Score: Raw -3335278.036594 + Penalty 5003.676065 = -3330274.360529
  nChanged 8
		SP:Iteration 140F (6750.040000 sec): 3 clusters
  Score: Raw -3335281.652566 + Penalty 5003.676065 = -3330277.976501
  nChanged 7
		SP:Iteration 141Q (6750.100000 sec): 3 clusters
  Score: Raw -3335284.731863 + Penalty 5003.676065 = -3330281.055798
  nChanged 2
		SP:Iteration 142Q (6750.170000 sec): 3 clusters
  Score: Raw -3335285.018506 + Penalty 5003.676065 = -3330281.342441
  nChanged 2
		SP:Iteration 143Q (6750.230000 sec): 3 clusters
  Score: Raw -3335285.558995 + Penalty 5003.676065 = -3330281.882930
  nChanged 1
		SP:Iteration 144Q (6750.300000 sec): 3 clusters
  Score: Raw -3335286.204899 + Penalty 5003.676065 = -3330282.528834
  nChanged 3
		SP:Iteration 145Q (6750.360000 sec): 3 clusters
  Score: Raw -3335286.727771 + Penalty 5003.676065 = -3330283.051707
  nChanged 0
		SP:Iteration 146F (6750.450000 sec): 3 clusters
  Score: Raw -3335286.727771 + Penalty 5003.676065 = -3330283.051707
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6750.470000 sec): 2 clusters
  Score: Raw -493895.315700 + Penalty 2018.942818 = -491876.372882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6750.480000 sec): 3 clusters
  Score: Raw -492353.984760 + Penalty 4037.885636 = -488316.099124
  nChanged 1251
		SP:Iteration 1F (6750.490000 sec): 3 clusters
  Score: Raw -493138.047391 + Penalty 4037.885636 = -489100.161754
  nChanged 268
		SP:Iteration 2F (6750.510000 sec): 3 clusters
  Score: Raw -493339.702077 + Penalty 4037.885636 = -489301.816441
  nChanged 189
		SP:Iteration 3F (6750.520000 sec): 3 clusters
  Score: Raw -493451.552511 + Penalty 4037.885636 = -489413.666875
  nChanged 122
		SP:Iteration 4Q (6750.530000 sec): 3 clusters
  Score: Raw -493555.621988 + Penalty 4037.885636 = -489517.736352
  nChanged 127
		SP:Iteration 5Q (6750.540000 sec): 3 clusters
  Score: Raw -493671.903992 + Penalty 4037.885636 = -489634.018355
  nChanged 142
		SP:Iteration 6Q (6750.560000 sec): 3 clusters
  Score: Raw -493832.125465 + Penalty 4037.885636 = -489794.239828
  nChanged 170
		SP:Iteration 7Q (6750.570000 sec): 3 clusters
  Score: Raw -494022.216092 + Penalty 4037.885636 = -489984.330455
  nChanged 172
		SP:Iteration 8F (6750.580000 sec): 3 clusters
  Score: Raw -494241.454355 + Penalty 4037.885636 = -490203.568718
  nChanged 192
		SP:Iteration 9F (6750.590000 sec): 3 clusters
  Score: Raw -494489.937831 + Penalty 4037.885636 = -490452.052194
  nChanged 162
		SP:Iteration 10Q (6750.600000 sec): 3 clusters
  Score: Raw -494708.385998 + Penalty 4037.885636 = -490670.500362
  nChanged 127
		SP:Iteration 11Q (6750.620000 sec): 3 clusters
  Score: Raw -494880.924567 + Penalty 4037.885636 = -490843.038931
  nChanged 116
		SP:Iteration 12Q (6750.630000 sec): 3 clusters
  Score: Raw -495059.200719 + Penalty 4037.885636 = -491021.315082
  nChanged 102
		SP:Iteration 13Q (6750.640000 sec): 3 clusters
  Score: Raw -495204.355724 + Penalty 4037.885636 = -491166.470088
  nChanged 104
		SP:Iteration 14Q (6750.650000 sec): 3 clusters
  Score: Raw -495336.212848 + Penalty 4037.885636 = -491298.327212
  nChanged 77
		SP:Iteration 15Q (6750.660000 sec): 3 clusters
  Score: Raw -495431.344694 + Penalty 4037.885636 = -491393.459057
  nChanged 69
		SP:Iteration 16Q (6750.670000 sec): 3 clusters
  Score: Raw -495505.792416 + Penalty 4037.885636 = -491467.906780
  nChanged 58
		SP:Iteration 17Q (6750.680000 sec): 3 clusters
  Score: Raw -495554.532135 + Penalty 4037.885636 = -491516.646498
  nChanged 35
		SP:Iteration 18Q (6750.690000 sec): 3 clusters
  Score: Raw -495583.579772 + Penalty 4037.885636 = -491545.694135
  nChanged 27
		SP:Iteration 19Q (6750.700000 sec): 3 clusters
  Score: Raw -495598.010291 + Penalty 4037.885636 = -491560.124655
  nChanged 14
		SP:Iteration 20F (6750.720000 sec): 3 clusters
  Score: Raw -495605.221622 + Penalty 4037.885636 = -491567.335986
  nChanged 10
		SP:Iteration 21Q (6750.720000 sec): 3 clusters
  Score: Raw -495610.869201 + Penalty 4037.885636 = -491572.983564
  nChanged 9
		SP:Iteration 22Q (6750.740000 sec): 3 clusters
  Score: Raw -495614.919690 + Penalty 4037.885636 = -491577.034054
  nChanged 6
		SP:Iteration 23Q (6750.740000 sec): 3 clusters
  Score: Raw -495617.479268 + Penalty 4037.885636 = -491579.593631
  nChanged 5
		SP:Iteration 24Q (6750.760000 sec): 3 clusters
  Score: Raw -495619.741581 + Penalty 4037.885636 = -491581.855945
  nChanged 4
		SP:Iteration 25Q (6750.760000 sec): 3 clusters
  Score: Raw -495621.180683 + Penalty 4037.885636 = -491583.295047
  nChanged 4
		SP:Iteration 26Q (6750.780000 sec): 3 clusters
  Score: Raw -495622.935156 + Penalty 4037.885636 = -491585.049519
  nChanged 3
		SP:Iteration 27Q (6750.780000 sec): 3 clusters
  Score: Raw -495623.923659 + Penalty 4037.885636 = -491586.038023
  nChanged 2
		SP:Iteration 28Q (6750.800000 sec): 3 clusters
  Score: Raw -495624.574853 + Penalty 4037.885636 = -491586.689217
  nChanged 2
		SP:Iteration 29Q (6750.800000 sec): 3 clusters
  Score: Raw -495625.011715 + Penalty 4037.885636 = -491587.126078
  nChanged 0
		SP:Iteration 30F (6750.820000 sec): 3 clusters
  Score: Raw -495625.011715 + Penalty 4037.885636 = -491587.126078
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6750.820000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6750.830000 sec): 3 clusters
  Score: Raw -126906.902978 + Penalty 3350.283633 = -123556.619345
  nChanged 181
		SP:Iteration 1F (6750.830000 sec): 3 clusters
  Score: Raw -127104.355350 + Penalty 3350.283633 = -123754.071716
  nChanged 51
		SP:Iteration 2F (6750.830000 sec): 3 clusters
  Score: Raw -127175.733329 + Penalty 3350.283633 = -123825.449695
  nChanged 18
		SP:Iteration 3Q (6750.840000 sec): 3 clusters
  Score: Raw -127202.015882 + Penalty 3350.283633 = -123851.732248
  nChanged 16
		SP:Iteration 4Q (6750.840000 sec): 3 clusters
  Score: Raw -127226.089994 + Penalty 3350.283633 = -123875.806361
  nChanged 9
		SP:Iteration 5Q (6750.840000 sec): 3 clusters
  Score: Raw -127238.192641 + Penalty 3350.283633 = -123887.909008
  nChanged 7
		SP:Iteration 6Q (6750.840000 sec): 3 clusters
  Score: Raw -127248.960017 + Penalty 3350.283633 = -123898.676383
  nChanged 7
		SP:Iteration 7Q (6750.850000 sec): 3 clusters
  Score: Raw -127257.877323 + Penalty 3350.283633 = -123907.593690
  nChanged 5
		SP:Iteration 8Q (6750.850000 sec): 3 clusters
  Score: Raw -127265.543110 + Penalty 3350.283633 = -123915.259477
  nChanged 7
		SP:Iteration 9Q (6750.860000 sec): 3 clusters
  Score: Raw -127277.161225 + Penalty 3350.283633 = -123926.877591
  nChanged 1
		SP:Iteration 10Q (6750.860000 sec): 3 clusters
  Score: Raw -127279.606141 + Penalty 3350.283633 = -123929.322508
  nChanged 1
		SP:Iteration 11Q (6750.860000 sec): 3 clusters
  Score: Raw -127280.488632 + Penalty 3350.283633 = -123930.204999
  nChanged 0
		SP:Iteration 12F (6750.860000 sec): 3 clusters
  Score: Raw -127280.488632 + Penalty 3350.283633 = -123930.204999
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6750.870000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6750.870000 sec): 3 clusters
  Score: Raw -33692.346992 + Penalty 2756.186719 = -30936.160274
  nChanged 31
		SP:Iteration 1F (6750.870000 sec): 3 clusters
  Score: Raw -33851.144415 + Penalty 2756.186719 = -31094.957697
  nChanged 8
		SP:Iteration 2Q (6750.870000 sec): 3 clusters
  Score: Raw -33959.360274 + Penalty 2756.186719 = -31203.173556
  nChanged 5
		SP:Iteration 3Q (6750.870000 sec): 3 clusters
  Score: Raw -33980.935169 + Penalty 2756.186719 = -31224.748450
  nChanged 2
		SP:Iteration 4Q (6750.870000 sec): 3 clusters
  Score: Raw -33987.760708 + Penalty 2756.186719 = -31231.573990
  nChanged 3
		SP:Iteration 5Q (6750.870000 sec): 3 clusters
  Score: Raw -33997.277113 + Penalty 2756.186719 = -31241.090395
  nChanged 0
		SP:Iteration 6F (6750.880000 sec): 3 clusters
  Score: Raw -33997.277113 + Penalty 2756.186719 = -31241.090395
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6750.920000 sec): 2 clusters
  Score: Raw -2053881.213625 + Penalty 2363.321236 = -2051517.892389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6750.970000 sec): 3 clusters
  Score: Raw -2046162.203402 + Penalty 4726.642471 = -2041435.560931
  nChanged 5862
		SP:Iteration 1F (6751.020000 sec): 3 clusters
  Score: Raw -2049150.730373 + Penalty 4726.642471 = -2044424.087901
  nChanged 828
		SP:Iteration 2F (6751.070000 sec): 3 clusters
  Score: Raw -2049498.059204 + Penalty 4726.642471 = -2044771.416733
  nChanged 660
		SP:Iteration 3Q (6751.120000 sec): 3 clusters
  Score: Raw -2049748.978940 + Penalty 4726.642471 = -2045022.336469
  nChanged 581
		SP:Iteration 4Q (6751.170000 sec): 3 clusters
  Score: Raw -2049946.162085 + Penalty 4726.642471 = -2045219.519614
  nChanged 491
		SP:Iteration 5Q (6751.220000 sec): 3 clusters
  Score: Raw -2050100.607724 + Penalty 4726.642471 = -2045373.965253
  nChanged 414
		SP:Iteration 6Q (6751.270000 sec): 3 clusters
  Score: Raw -2050233.027785 + Penalty 4726.642471 = -2045506.385314
  nChanged 370
		SP:Iteration 7Q (6751.320000 sec): 3 clusters
  Score: Raw -2050350.551988 + Penalty 4726.642471 = -2045623.909516
  nChanged 347
		SP:Iteration 8Q (6751.370000 sec): 3 clusters
  Score: Raw -2050458.078110 + Penalty 4726.642471 = -2045731.435639
  nChanged 338
		SP:Iteration 9Q (6751.420000 sec): 3 clusters
  Score: Raw -2050562.305084 + Penalty 4726.642471 = -2045835.662613
  nChanged 329
		SP:Iteration 10Q (6751.470000 sec): 3 clusters
  Score: Raw -2050661.913634 + Penalty 4726.642471 = -2045935.271163
  nChanged 318
		SP:Iteration 11Q (6751.520000 sec): 3 clusters
  Score: Raw -2050762.639452 + Penalty 4726.642471 = -2046035.996981
  nChanged 307
		SP:Iteration 12Q (6751.570000 sec): 3 clusters
  Score: Raw -2050867.894672 + Penalty 4726.642471 = -2046141.252200
  nChanged 328
		SP:Iteration 13Q (6751.620000 sec): 3 clusters
  Score: Raw -2050986.810673 + Penalty 4726.642471 = -2046260.168201
  nChanged 361
		SP:Iteration 14Q (6751.670000 sec): 3 clusters
  Score: Raw -2051130.800388 + Penalty 4726.642471 = -2046404.157917
  nChanged 389
		SP:Iteration 15Q (6751.720000 sec): 3 clusters
  Score: Raw -2051310.621965 + Penalty 4726.642471 = -2046583.979493
  nChanged 438
		SP:Iteration 16Q (6751.770000 sec): 3 clusters
  Score: Raw -2051525.271220 + Penalty 4726.642471 = -2046798.628749
  nChanged 495
		SP:Iteration 17Q (6751.820000 sec): 3 clusters
  Score: Raw -2051799.156115 + Penalty 4726.642471 = -2047072.513643
  nChanged 545
		SP:Iteration 18Q (6751.870000 sec): 3 clusters
  Score: Raw -2052128.938492 + Penalty 4726.642471 = -2047402.296020
  nChanged 545
		SP:Iteration 19Q (6751.920000 sec): 3 clusters
  Score: Raw -2052483.858370 + Penalty 4726.642471 = -2047757.215898
  nChanged 521
		SP:Iteration 20F (6751.970000 sec): 3 clusters
  Score: Raw -2052845.607924 + Penalty 4726.642471 = -2048118.965452
  nChanged 458
		SP:Iteration 21Q (6752.020000 sec): 3 clusters
  Score: Raw -2053196.973645 + Penalty 4726.642471 = -2048470.331173
  nChanged 357
		SP:Iteration 22Q (6752.060000 sec): 3 clusters
  Score: Raw -2053479.887097 + Penalty 4726.642471 = -2048753.244626
  nChanged 248
		SP:Iteration 23Q (6752.110000 sec): 3 clusters
  Score: Raw -2053672.767364 + Penalty 4726.642471 = -2048946.124893
  nChanged 167
		SP:Iteration 24Q (6752.150000 sec): 3 clusters
  Score: Raw -2053806.646995 + Penalty 4726.642471 = -2049080.004523
  nChanged 136
		SP:Iteration 25Q (6752.200000 sec): 3 clusters
  Score: Raw -2053919.762642 + Penalty 4726.642471 = -2049193.120170
  nChanged 96
		SP:Iteration 26Q (6752.240000 sec): 3 clusters
  Score: Raw -2053989.738420 + Penalty 4726.642471 = -2049263.095948
  nChanged 68
		SP:Iteration 27Q (6752.280000 sec): 3 clusters
  Score: Raw -2054040.400542 + Penalty 4726.642471 = -2049313.758071
  nChanged 45
		SP:Iteration 28Q (6752.320000 sec): 3 clusters
  Score: Raw -2054072.842286 + Penalty 4726.642471 = -2049346.199815
  nChanged 37
		SP:Iteration 29Q (6752.360000 sec): 3 clusters
  Score: Raw -2054101.472774 + Penalty 4726.642471 = -2049374.830302
  nChanged 34
		SP:Iteration 30Q (6752.400000 sec): 3 clusters
  Score: Raw -2054138.149302 + Penalty 4726.642471 = -2049411.506831
  nChanged 33
		SP:Iteration 31Q (6752.430000 sec): 3 clusters
  Score: Raw -2054172.685507 + Penalty 4726.642471 = -2049446.043036
  nChanged 28
		SP:Iteration 32Q (6752.470000 sec): 3 clusters
  Score: Raw -2054200.880458 + Penalty 4726.642471 = -2049474.237986
  nChanged 18
		SP:Iteration 33Q (6752.510000 sec): 3 clusters
  Score: Raw -2054218.510796 + Penalty 4726.642471 = -2049491.868325
  nChanged 11
		SP:Iteration 34Q (6752.550000 sec): 3 clusters
  Score: Raw -2054230.858561 + Penalty 4726.642471 = -2049504.216089
  nChanged 10
		SP:Iteration 35Q (6752.580000 sec): 3 clusters
  Score: Raw -2054243.239565 + Penalty 4726.642471 = -2049516.597094
  nChanged 10
		SP:Iteration 36Q (6752.620000 sec): 3 clusters
  Score: Raw -2054254.030763 + Penalty 4726.642471 = -2049527.388292
  nChanged 5
		SP:Iteration 37Q (6752.660000 sec): 3 clusters
  Score: Raw -2054258.807010 + Penalty 4726.642471 = -2049532.164539
  nChanged 5
		SP:Iteration 38Q (6752.690000 sec): 3 clusters
  Score: Raw -2054262.633595 + Penalty 4726.642471 = -2049535.991124
  nChanged 1
		SP:Iteration 39Q (6752.730000 sec): 3 clusters
  Score: Raw -2054264.597697 + Penalty 4726.642471 = -2049537.955226
  nChanged 4
		SP:Iteration 40F (6752.780000 sec): 3 clusters
  Score: Raw -2054269.095636 + Penalty 4726.642471 = -2049542.453164
  nChanged 1
		SP:Iteration 41Q (6752.820000 sec): 3 clusters
  Score: Raw -2054269.605116 + Penalty 4726.642471 = -2049542.962644
  nChanged 0
		SP:Iteration 42F (6752.860000 sec): 3 clusters
  Score: Raw -2054269.605116 + Penalty 4726.642471 = -2049542.962644
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69763 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6753.100000 sec): 2 clusters
  Score: Raw -10201920.397236 + Penalty 2765.909047 = -10199154.488188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6753.350000 sec): 3 clusters
  Score: Raw -10158072.504041 + Penalty 5531.818095 = -10152540.685946
  nChanged 32523
		SP:Iteration 1F (6753.610000 sec): 3 clusters
  Score: Raw -10175911.567410 + Penalty 5531.818095 = -10170379.749316
  nChanged 2320
		SP:Iteration 2Q (6753.880000 sec): 3 clusters
  Score: Raw -10176466.277836 + Penalty 5531.818095 = -10170934.459741
  nChanged 2240
		SP:Iteration 3Q (6754.140000 sec): 3 clusters
  Score: Raw -10177074.833860 + Penalty 5531.818095 = -10171543.015765
  nChanged 2490
		SP:Iteration 4Q (6754.400000 sec): 3 clusters
  Score: Raw -10177942.711924 + Penalty 5531.818095 = -10172410.893829
  nChanged 2934
		SP:Iteration 5Q (6754.660000 sec): 3 clusters
  Score: Raw -10179219.888162 + Penalty 5531.818095 = -10173688.070067
  nChanged 3783
		SP:Iteration 6F (6754.920000 sec): 3 clusters
  Score: Raw -10181356.282463 + Penalty 5531.818095 = -10175824.464368
  nChanged 5011
		SP:Iteration 7F (6755.180000 sec): 3 clusters
  Score: Raw -10184992.427481 + Penalty 5531.818095 = -10179460.609387
  nChanged 6150
		SP:Iteration 8F (6755.440000 sec): 3 clusters
  Score: Raw -10190470.560502 + Penalty 5531.818095 = -10184938.742407
  nChanged 5800
		SP:Iteration 9F (6755.690000 sec): 3 clusters
  Score: Raw -10196240.697661 + Penalty 5531.818095 = -10190708.879566
  nChanged 3820
		SP:Iteration 10F (6755.950000 sec): 3 clusters
  Score: Raw -10200091.871058 + Penalty 5531.818095 = -10194560.052963
  nChanged 1476
		SP:Iteration 11Q (6756.160000 sec): 3 clusters
  Score: Raw -10201516.835071 + Penalty 5531.818095 = -10195985.016976
  nChanged 392
		SP:Iteration 12Q (6756.360000 sec): 3 clusters
  Score: Raw -10201958.375316 + Penalty 5531.818095 = -10196426.557221
  nChanged 97
		SP:Iteration 13Q (6756.540000 sec): 3 clusters
  Score: Raw -10202111.255118 + Penalty 5531.818095 = -10196579.437023
  nChanged 39
		SP:Iteration 14Q (6756.720000 sec): 3 clusters
  Score: Raw -10202169.376017 + Penalty 5531.818095 = -10196637.557922
  nChanged 16
		SP:Iteration 15Q (6756.900000 sec): 3 clusters
  Score: Raw -10202204.378758 + Penalty 5531.818095 = -10196672.560664
  nChanged 8
		SP:Iteration 16Q (6757.080000 sec): 3 clusters
  Score: Raw -10202215.324661 + Penalty 5531.818095 = -10196683.506566
  nChanged 4
		SP:Iteration 17Q (6757.250000 sec): 3 clusters
  Score: Raw -10202225.975584 + Penalty 5531.818095 = -10196694.157489
  nChanged 3
		SP:Iteration 18Q (6757.430000 sec): 3 clusters
  Score: Raw -10202231.315346 + Penalty 5531.818095 = -10196699.497251
  nChanged 2
		SP:Iteration 19Q (6757.600000 sec): 3 clusters
  Score: Raw -10202233.078643 + Penalty 5531.818095 = -10196701.260548
  nChanged 0
		SP:Iteration 20F (6757.860000 sec): 3 clusters
  Score: Raw -10202233.078643 + Penalty 5531.818095 = -10196701.260548
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6757.890000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6757.900000 sec): 3 clusters
  Score: Raw -385258.417696 + Penalty 3923.652944 = -381334.764752
  nChanged 931
		SP:Iteration 1F (6757.910000 sec): 3 clusters
  Score: Raw -385839.322508 + Penalty 3923.652944 = -381915.669565
  nChanged 183
		SP:Iteration 2F (6757.920000 sec): 3 clusters
  Score: Raw -385954.625459 + Penalty 3923.652944 = -382030.972516
  nChanged 96
		SP:Iteration 3Q (6757.930000 sec): 3 clusters
  Score: Raw -386020.730121 + Penalty 3923.652944 = -382097.077177
  nChanged 79
		SP:Iteration 4Q (6757.940000 sec): 3 clusters
  Score: Raw -386067.952098 + Penalty 3923.652944 = -382144.299155
  nChanged 52
		SP:Iteration 5Q (6757.950000 sec): 3 clusters
  Score: Raw -386099.820590 + Penalty 3923.652944 = -382176.167646
  nChanged 44
		SP:Iteration 6Q (6757.960000 sec): 3 clusters
  Score: Raw -386125.658625 + Penalty 3923.652944 = -382202.005681
  nChanged 46
		SP:Iteration 7Q (6757.970000 sec): 3 clusters
  Score: Raw -386151.195159 + Penalty 3923.652944 = -382227.542215
  nChanged 39
		SP:Iteration 8Q (6757.980000 sec): 3 clusters
  Score: Raw -386172.126639 + Penalty 3923.652944 = -382248.473696
  nChanged 35
		SP:Iteration 9Q (6757.990000 sec): 3 clusters
  Score: Raw -386190.879211 + Penalty 3923.652944 = -382267.226267
  nChanged 34
		SP:Iteration 10Q (6758.000000 sec): 3 clusters
  Score: Raw -386208.044804 + Penalty 3923.652944 = -382284.391860
  nChanged 25
		SP:Iteration 11Q (6758.010000 sec): 3 clusters
  Score: Raw -386221.527283 + Penalty 3923.652944 = -382297.874339
  nChanged 19
		SP:Iteration 12Q (6758.020000 sec): 3 clusters
  Score: Raw -386231.645440 + Penalty 3923.652944 = -382307.992496
  nChanged 13
		SP:Iteration 13Q (6758.030000 sec): 3 clusters
  Score: Raw -386238.298548 + Penalty 3923.652944 = -382314.645604
  nChanged 13
		SP:Iteration 14Q (6758.040000 sec): 3 clusters
  Score: Raw -386244.353069 + Penalty 3923.652944 = -382320.700126
  nChanged 9
		SP:Iteration 15Q (6758.050000 sec): 3 clusters
  Score: Raw -386247.500301 + Penalty 3923.652944 = -382323.847357
  nChanged 9
		SP:Iteration 16Q (6758.060000 sec): 3 clusters
  Score: Raw -386252.320696 + Penalty 3923.652944 = -382328.667753
  nChanged 12
		SP:Iteration 17Q (6758.070000 sec): 3 clusters
  Score: Raw -386258.952717 + Penalty 3923.652944 = -382335.299773
  nChanged 14
		SP:Iteration 18Q (6758.080000 sec): 3 clusters
  Score: Raw -386266.921658 + Penalty 3923.652944 = -382343.268715
  nChanged 17
		SP:Iteration 19Q (6758.090000 sec): 3 clusters
  Score: Raw -386277.121780 + Penalty 3923.652944 = -382353.468836
  nChanged 21
		SP:Iteration 20F (6758.100000 sec): 3 clusters
  Score: Raw -386288.464626 + Penalty 3923.652944 = -382364.811683
  nChanged 21
		SP:Iteration 21Q (6758.110000 sec): 3 clusters
  Score: Raw -386300.715659 + Penalty 3923.652944 = -382377.062716
  nChanged 21
		SP:Iteration 22Q (6758.120000 sec): 3 clusters
  Score: Raw -386311.445059 + Penalty 3923.652944 = -382387.792115
  nChanged 16
		SP:Iteration 23Q (6758.130000 sec): 3 clusters
  Score: Raw -386318.385679 + Penalty 3923.652944 = -382394.732736
  nChanged 11
		SP:Iteration 24Q (6758.140000 sec): 3 clusters
  Score: Raw -386323.694072 + Penalty 3923.652944 = -382400.041128
  nChanged 10
		SP:Iteration 25Q (6758.150000 sec): 3 clusters
  Score: Raw -386327.697390 + Penalty 3923.652944 = -382404.044446
  nChanged 9
		SP:Iteration 26Q (6758.160000 sec): 3 clusters
  Score: Raw -386331.264453 + Penalty 3923.652944 = -382407.611510
  nChanged 12
		SP:Iteration 27Q (6758.170000 sec): 3 clusters
  Score: Raw -386339.278850 + Penalty 3923.652944 = -382415.625907
  nChanged 13
		SP:Iteration 28Q (6758.180000 sec): 3 clusters
  Score: Raw -386346.483413 + Penalty 3923.652944 = -382422.830470
  nChanged 15
		SP:Iteration 29Q (6758.190000 sec): 3 clusters
  Score: Raw -386353.349572 + Penalty 3923.652944 = -382429.696629
  nChanged 20
		SP:Iteration 30Q (6758.200000 sec): 3 clusters
  Score: Raw -386362.594121 + Penalty 3923.652944 = -382438.941178
  nChanged 12
		SP:Iteration 31Q (6758.200000 sec): 3 clusters
  Score: Raw -386367.388473 + Penalty 3923.652944 = -382443.735529
  nChanged 8
		SP:Iteration 32Q (6758.220000 sec): 3 clusters
  Score: Raw -386371.667933 + Penalty 3923.652944 = -382448.014990
  nChanged 16
		SP:Iteration 33Q (6758.220000 sec): 3 clusters
  Score: Raw -386381.149846 + Penalty 3923.652944 = -382457.496902
  nChanged 21
		SP:Iteration 34Q (6758.240000 sec): 3 clusters
  Score: Raw -386393.070322 + Penalty 3923.652944 = -382469.417378
  nChanged 18
		SP:Iteration 35Q (6758.240000 sec): 3 clusters
  Score: Raw -386404.287722 + Penalty 3923.652944 = -382480.634778
  nChanged 11
		SP:Iteration 36Q (6758.250000 sec): 3 clusters
  Score: Raw -386411.373703 + Penalty 3923.652944 = -382487.720760
  nChanged 7
		SP:Iteration 37Q (6758.260000 sec): 3 clusters
  Score: Raw -386414.772019 + Penalty 3923.652944 = -382491.119075
  nChanged 8
		SP:Iteration 38Q (6758.270000 sec): 3 clusters
  Score: Raw -386418.481545 + Penalty 3923.652944 = -382494.828601
  nChanged 9
		SP:Iteration 39Q (6758.280000 sec): 3 clusters
  Score: Raw -386422.743493 + Penalty 3923.652944 = -382499.090549
  nChanged 9
		SP:Iteration 40F (6758.290000 sec): 3 clusters
  Score: Raw -386427.043222 + Penalty 3923.652944 = -382503.390278
  nChanged 10
		SP:Iteration 41Q (6758.300000 sec): 3 clusters
  Score: Raw -386430.781284 + Penalty 3923.652944 = -382507.128341
  nChanged 6
		SP:Iteration 42Q (6758.310000 sec): 3 clusters
  Score: Raw -386434.248987 + Penalty 3923.652944 = -382510.596044
  nChanged 3
		SP:Iteration 43Q (6758.320000 sec): 3 clusters
  Score: Raw -386435.372868 + Penalty 3923.652944 = -382511.719924
  nChanged 4
		SP:Iteration 44Q (6758.330000 sec): 3 clusters
  Score: Raw -386436.515522 + Penalty 3923.652944 = -382512.862579
  nChanged 7
		SP:Iteration 45Q (6758.340000 sec): 3 clusters
  Score: Raw -386438.910950 + Penalty 3923.652944 = -382515.258007
  nChanged 3
		SP:Iteration 46Q (6758.350000 sec): 3 clusters
  Score: Raw -386440.619797 + Penalty 3923.652944 = -382516.966853
  nChanged 4
		SP:Iteration 47Q (6758.360000 sec): 3 clusters
  Score: Raw -386444.219254 + Penalty 3923.652944 = -382520.566311
  nChanged 8
		SP:Iteration 48Q (6758.370000 sec): 3 clusters
  Score: Raw -386448.651401 + Penalty 3923.652944 = -382524.998457
  nChanged 6
		SP:Iteration 49Q (6758.380000 sec): 3 clusters
  Score: Raw -386450.905041 + Penalty 3923.652944 = -382527.252098
  nChanged 6
		SP:Iteration 50Q (6758.390000 sec): 3 clusters
  Score: Raw -386453.143883 + Penalty 3923.652944 = -382529.490939
  nChanged 3
		SP:Iteration 51Q (6758.400000 sec): 3 clusters
  Score: Raw -386455.113017 + Penalty 3923.652944 = -382531.460073
  nChanged 5
		SP:Iteration 52Q (6758.410000 sec): 3 clusters
  Score: Raw -386457.295892 + Penalty 3923.652944 = -382533.642948
  nChanged 5
		SP:Iteration 53Q (6758.420000 sec): 3 clusters
  Score: Raw -386460.615028 + Penalty 3923.652944 = -382536.962084
  nChanged 5
		SP:Iteration 54Q (6758.430000 sec): 3 clusters
  Score: Raw -386462.947495 + Penalty 3923.652944 = -382539.294551
  nChanged 4
		SP:Iteration 55Q (6758.440000 sec): 3 clusters
  Score: Raw -386464.582431 + Penalty 3923.652944 = -382540.929487
  nChanged 2
		SP:Iteration 56Q (6758.440000 sec): 3 clusters
  Score: Raw -386465.046255 + Penalty 3923.652944 = -382541.393311
  nChanged 0
		SP:Iteration 57F (6758.460000 sec): 3 clusters
  Score: Raw -386465.046255 + Penalty 3923.652944 = -382541.393311
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6758.460000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6758.470000 sec): 3 clusters
  Score: Raw -168857.279933 + Penalty 3494.272938 = -165363.006995
  nChanged 295
		SP:Iteration 1F (6758.470000 sec): 3 clusters
  Score: Raw -169141.441301 + Penalty 3494.272938 = -165647.168363
  nChanged 75
		SP:Iteration 2F (6758.480000 sec): 3 clusters
  Score: Raw -169232.728068 + Penalty 3494.272938 = -165738.455130
  nChanged 33
		SP:Iteration 3Q (6758.480000 sec): 3 clusters
  Score: Raw -169270.972611 + Penalty 3494.272938 = -165776.699673
  nChanged 18
		SP:Iteration 4Q (6758.480000 sec): 3 clusters
  Score: Raw -169289.618994 + Penalty 3494.272938 = -165795.346056
  nChanged 19
		SP:Iteration 5Q (6758.490000 sec): 3 clusters
  Score: Raw -169309.441525 + Penalty 3494.272938 = -165815.168587
  nChanged 11
		SP:Iteration 6Q (6758.490000 sec): 3 clusters
  Score: Raw -169319.257481 + Penalty 3494.272938 = -165824.984543
  nChanged 4
		SP:Iteration 7Q (6758.500000 sec): 3 clusters
  Score: Raw -169324.017487 + Penalty 3494.272938 = -165829.744549
  nChanged 4
		SP:Iteration 8Q (6758.500000 sec): 3 clusters
  Score: Raw -169326.137010 + Penalty 3494.272938 = -165831.864072
  nChanged 0
		SP:Iteration 9F (6758.500000 sec): 3 clusters
  Score: Raw -169326.137010 + Penalty 3494.272938 = -165831.864072
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6758.510000 sec): 2 clusters
  Score: Raw -256972.402976 + Penalty 1864.479917 = -255107.923060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6758.520000 sec): 3 clusters
  Score: Raw -256476.876301 + Penalty 3728.959834 = -252747.916467
  nChanged 577
		SP:Iteration 1F (6758.520000 sec): 3 clusters
  Score: Raw -257086.859301 + Penalty 3728.959834 = -253357.899467
  nChanged 199
		SP:Iteration 2F (6758.530000 sec): 3 clusters
  Score: Raw -257473.042636 + Penalty 3728.959834 = -253744.082802
  nChanged 158
		SP:Iteration 3F (6758.540000 sec): 3 clusters
  Score: Raw -257790.298113 + Penalty 3728.959834 = -254061.338279
  nChanged 113
		SP:Iteration 4F (6758.540000 sec): 3 clusters
  Score: Raw -258099.221820 + Penalty 3728.959834 = -254370.261986
  nChanged 74
		SP:Iteration 5Q (6758.550000 sec): 3 clusters
  Score: Raw -258219.892092 + Penalty 3728.959834 = -254490.932259
  nChanged 53
		SP:Iteration 6Q (6758.560000 sec): 3 clusters
  Score: Raw -258276.002396 + Penalty 3728.959834 = -254547.042562
  nChanged 26
		SP:Iteration 7Q (6758.560000 sec): 3 clusters
  Score: Raw -258314.560131 + Penalty 3728.959834 = -254585.600297
  nChanged 19
		SP:Iteration 8Q (6758.570000 sec): 3 clusters
  Score: Raw -258341.792630 + Penalty 3728.959834 = -254612.832796
  nChanged 19
		SP:Iteration 9Q (6758.580000 sec): 3 clusters
  Score: Raw -258366.637936 + Penalty 3728.959834 = -254637.678103
  nChanged 19
		SP:Iteration 10Q (6758.580000 sec): 3 clusters
  Score: Raw -258391.304361 + Penalty 3728.959834 = -254662.344527
  nChanged 12
		SP:Iteration 11Q (6758.590000 sec): 3 clusters
  Score: Raw -258409.451478 + Penalty 3728.959834 = -254680.491644
  nChanged 10
		SP:Iteration 12Q (6758.600000 sec): 3 clusters
  Score: Raw -258430.793505 + Penalty 3728.959834 = -254701.833671
  nChanged 15
		SP:Iteration 13Q (6758.600000 sec): 3 clusters
  Score: Raw -258458.040485 + Penalty 3728.959834 = -254729.080651
  nChanged 13
		SP:Iteration 14Q (6758.610000 sec): 3 clusters
  Score: Raw -258482.476230 + Penalty 3728.959834 = -254753.516396
  nChanged 5
		SP:Iteration 15Q (6758.610000 sec): 3 clusters
  Score: Raw -258491.073558 + Penalty 3728.959834 = -254762.113724
  nChanged 7
		SP:Iteration 16Q (6758.620000 sec): 3 clusters
  Score: Raw -258509.390125 + Penalty 3728.959834 = -254780.430291
  nChanged 4
		SP:Iteration 17Q (6758.620000 sec): 3 clusters
  Score: Raw -258514.418151 + Penalty 3728.959834 = -254785.458317
  nChanged 3
		SP:Iteration 18Q (6758.630000 sec): 3 clusters
  Score: Raw -258518.909506 + Penalty 3728.959834 = -254789.949672
  nChanged 2
		SP:Iteration 19Q (6758.640000 sec): 3 clusters
  Score: Raw -258520.565885 + Penalty 3728.959834 = -254791.606051
  nChanged 2
		SP:Iteration 20F (6758.640000 sec): 3 clusters
  Score: Raw -258531.583363 + Penalty 3728.959834 = -254802.623529
  nChanged 5
		SP:Iteration 21Q (6758.650000 sec): 3 clusters
  Score: Raw -258570.948015 + Penalty 3728.959834 = -254841.988181
  nChanged 2
		SP:Iteration 22Q (6758.650000 sec): 3 clusters
  Score: Raw -258580.472805 + Penalty 3728.959834 = -254851.512971
  nChanged 2
		SP:Iteration 23Q (6758.660000 sec): 3 clusters
  Score: Raw -258589.862520 + Penalty 3728.959834 = -254860.902686
  nChanged 5
		SP:Iteration 24Q (6758.660000 sec): 3 clusters
  Score: Raw -258605.471620 + Penalty 3728.959834 = -254876.511786
  nChanged 8
		SP:Iteration 25Q (6758.670000 sec): 3 clusters
  Score: Raw -258616.617034 + Penalty 3728.959834 = -254887.657200
  nChanged 6
		SP:Iteration 26Q (6758.680000 sec): 3 clusters
  Score: Raw -258624.314097 + Penalty 3728.959834 = -254895.354263
  nChanged 6
		SP:Iteration 27Q (6758.680000 sec): 3 clusters
  Score: Raw -258629.601347 + Penalty 3728.959834 = -254900.641513
  nChanged 4
		SP:Iteration 28Q (6758.680000 sec): 3 clusters
  Score: Raw -258637.897737 + Penalty 3728.959834 = -254908.937903
  nChanged 2
		SP:Iteration 29Q (6758.690000 sec): 3 clusters
  Score: Raw -258639.847967 + Penalty 3728.959834 = -254910.888133
  nChanged 1
		SP:Iteration 30Q (6758.700000 sec): 3 clusters
  Score: Raw -258642.251264 + Penalty 3728.959834 = -254913.291430
  nChanged 2
		SP:Iteration 31Q (6758.700000 sec): 3 clusters
  Score: Raw -258644.406601 + Penalty 3728.959834 = -254915.446767
  nChanged 1
		SP:Iteration 32Q (6758.710000 sec): 3 clusters
  Score: Raw -258645.478547 + Penalty 3728.959834 = -254916.518713
  nChanged 1
		SP:Iteration 33Q (6758.710000 sec): 3 clusters
  Score: Raw -258648.428782 + Penalty 3728.959834 = -254919.468948
  nChanged 3
		SP:Iteration 34Q (6758.720000 sec): 3 clusters
  Score: Raw -258652.730337 + Penalty 3728.959834 = -254923.770503
  nChanged 2
		SP:Iteration 35Q (6758.720000 sec): 3 clusters
  Score: Raw -258654.757166 + Penalty 3728.959834 = -254925.797332
  nChanged 2
		SP:Iteration 36Q (6758.730000 sec): 3 clusters
  Score: Raw -258656.645394 + Penalty 3728.959834 = -254927.685560
  nChanged 2
		SP:Iteration 37Q (6758.740000 sec): 3 clusters
  Score: Raw -258658.412171 + Penalty 3728.959834 = -254929.452338
  nChanged 0
		SP:Iteration 38F (6758.740000 sec): 3 clusters
  Score: Raw -258658.412171 + Penalty 3728.959834 = -254929.452338
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6758.780000 sec): 2 clusters
  Score: Raw -1667596.949553 + Penalty 2305.832084 = -1665291.117469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6758.820000 sec): 3 clusters
  Score: Raw -1661602.429831 + Penalty 4611.664169 = -1656990.765662
  nChanged 4569
		SP:Iteration 1F (6758.860000 sec): 3 clusters
  Score: Raw -1664051.991225 + Penalty 4611.664169 = -1659440.327056
  nChanged 665
		SP:Iteration 2F (6758.900000 sec): 3 clusters
  Score: Raw -1664327.712837 + Penalty 4611.664169 = -1659716.048668
  nChanged 495
		SP:Iteration 3Q (6758.940000 sec): 3 clusters
  Score: Raw -1664526.340107 + Penalty 4611.664169 = -1659914.675938
  nChanged 416
		SP:Iteration 4Q (6758.980000 sec): 3 clusters
  Score: Raw -1664672.947527 + Penalty 4611.664169 = -1660061.283358
  nChanged 338
		SP:Iteration 5Q (6759.020000 sec): 3 clusters
  Score: Raw -1664775.539934 + Penalty 4611.664169 = -1660163.875765
  nChanged 262
		SP:Iteration 6Q (6759.060000 sec): 3 clusters
  Score: Raw -1664848.000772 + Penalty 4611.664169 = -1660236.336603
  nChanged 210
		SP:Iteration 7Q (6759.100000 sec): 3 clusters
  Score: Raw -1664900.573401 + Penalty 4611.664169 = -1660288.909232
  nChanged 169
		SP:Iteration 8Q (6759.140000 sec): 3 clusters
  Score: Raw -1664940.019307 + Penalty 4611.664169 = -1660328.355138
  nChanged 132
		SP:Iteration 9Q (6759.180000 sec): 3 clusters
  Score: Raw -1664969.881179 + Penalty 4611.664169 = -1660358.217010
  nChanged 130
		SP:Iteration 10Q (6759.220000 sec): 3 clusters
  Score: Raw -1665000.771852 + Penalty 4611.664169 = -1660389.107683
  nChanged 138
		SP:Iteration 11Q (6759.260000 sec): 3 clusters
  Score: Raw -1665032.944720 + Penalty 4611.664169 = -1660421.280551
  nChanged 130
		SP:Iteration 12Q (6759.300000 sec): 3 clusters
  Score: Raw -1665062.615743 + Penalty 4611.664169 = -1660450.951574
  nChanged 140
		SP:Iteration 13Q (6759.340000 sec): 3 clusters
  Score: Raw -1665098.304580 + Penalty 4611.664169 = -1660486.640411
  nChanged 147
		SP:Iteration 14Q (6759.380000 sec): 3 clusters
  Score: Raw -1665133.212160 + Penalty 4611.664169 = -1660521.547991
  nChanged 133
		SP:Iteration 15Q (6759.410000 sec): 3 clusters
  Score: Raw -1665165.440818 + Penalty 4611.664169 = -1660553.776649
  nChanged 149
		SP:Iteration 16Q (6759.460000 sec): 3 clusters
  Score: Raw -1665201.440371 + Penalty 4611.664169 = -1660589.776202
  nChanged 153
		SP:Iteration 17Q (6759.500000 sec): 3 clusters
  Score: Raw -1665242.467725 + Penalty 4611.664169 = -1660630.803556
  nChanged 163
		SP:Iteration 18Q (6759.530000 sec): 3 clusters
  Score: Raw -1665282.518319 + Penalty 4611.664169 = -1660670.854150
  nChanged 161
		SP:Iteration 19Q (6759.570000 sec): 3 clusters
  Score: Raw -1665329.701860 + Penalty 4611.664169 = -1660718.037691
  nChanged 183
		SP:Iteration 20F (6759.610000 sec): 3 clusters
  Score: Raw -1665384.676152 + Penalty 4611.664169 = -1660773.011983
  nChanged 210
		SP:Iteration 21Q (6759.650000 sec): 3 clusters
  Score: Raw -1665448.426315 + Penalty 4611.664169 = -1660836.762146
  nChanged 210
		SP:Iteration 22Q (6759.690000 sec): 3 clusters
  Score: Raw -1665516.258145 + Penalty 4611.664169 = -1660904.593976
  nChanged 239
		SP:Iteration 23Q (6759.730000 sec): 3 clusters
  Score: Raw -1665607.938304 + Penalty 4611.664169 = -1660996.274135
  nChanged 295
		SP:Iteration 24Q (6759.770000 sec): 3 clusters
  Score: Raw -1665731.627874 + Penalty 4611.664169 = -1661119.963705
  nChanged 340
		SP:Iteration 25Q (6759.810000 sec): 3 clusters
  Score: Raw -1665885.966776 + Penalty 4611.664169 = -1661274.302607
  nChanged 342
		SP:Iteration 26Q (6759.850000 sec): 3 clusters
  Score: Raw -1666068.650340 + Penalty 4611.664169 = -1661456.986171
  nChanged 383
		SP:Iteration 27Q (6759.890000 sec): 3 clusters
  Score: Raw -1666294.302286 + Penalty 4611.664169 = -1661682.638117
  nChanged 401
		SP:Iteration 28Q (6759.930000 sec): 3 clusters
  Score: Raw -1666560.544755 + Penalty 4611.664169 = -1661948.880586
  nChanged 418
		SP:Iteration 29Q (6759.970000 sec): 3 clusters
  Score: Raw -1666862.446776 + Penalty 4611.664169 = -1662250.782607
  nChanged 373
		SP:Iteration 30Q (6760.010000 sec): 3 clusters
  Score: Raw -1667139.349753 + Penalty 4611.664169 = -1662527.685584
  nChanged 307
		SP:Iteration 31Q (6760.050000 sec): 3 clusters
  Score: Raw -1667377.927309 + Penalty 4611.664169 = -1662766.263140
  nChanged 246
		SP:Iteration 32Q (6760.080000 sec): 3 clusters
  Score: Raw -1667576.507729 + Penalty 4611.664169 = -1662964.843560
  nChanged 166
		SP:Iteration 33Q (6760.120000 sec): 3 clusters
  Score: Raw -1667705.017207 + Penalty 4611.664169 = -1663093.353038
  nChanged 128
		SP:Iteration 34Q (6760.160000 sec): 3 clusters
  Score: Raw -1667802.806046 + Penalty 4611.664169 = -1663191.141877
  nChanged 70
		SP:Iteration 35Q (6760.190000 sec): 3 clusters
  Score: Raw -1667848.973595 + Penalty 4611.664169 = -1663237.309426
  nChanged 42
		SP:Iteration 36Q (6760.230000 sec): 3 clusters
  Score: Raw -1667882.973432 + Penalty 4611.664169 = -1663271.309263
  nChanged 44
		SP:Iteration 37Q (6760.260000 sec): 3 clusters
  Score: Raw -1667913.129503 + Penalty 4611.664169 = -1663301.465334
  nChanged 34
		SP:Iteration 38Q (6760.290000 sec): 3 clusters
  Score: Raw -1667940.748154 + Penalty 4611.664169 = -1663329.083985
  nChanged 29
		SP:Iteration 39Q (6760.330000 sec): 3 clusters
  Score: Raw -1667962.234674 + Penalty 4611.664169 = -1663350.570505
  nChanged 22
		SP:Iteration 40F (6760.370000 sec): 3 clusters
  Score: Raw -1667977.770493 + Penalty 4611.664169 = -1663366.106324
  nChanged 13
		SP:Iteration 41Q (6760.400000 sec): 3 clusters
  Score: Raw -1667989.448685 + Penalty 4611.664169 = -1663377.784516
  nChanged 12
		SP:Iteration 42Q (6760.430000 sec): 3 clusters
  Score: Raw -1667997.585745 + Penalty 4611.664169 = -1663385.921576
  nChanged 5
		SP:Iteration 43Q (6760.460000 sec): 3 clusters
  Score: Raw -1668000.761574 + Penalty 4611.664169 = -1663389.097405
  nChanged 2
		SP:Iteration 44Q (6760.490000 sec): 3 clusters
  Score: Raw -1668001.957422 + Penalty 4611.664169 = -1663390.293253
  nChanged 4
		SP:Iteration 45Q (6760.530000 sec): 3 clusters
  Score: Raw -1668004.289552 + Penalty 4611.664169 = -1663392.625383
  nChanged 0
		SP:Iteration 46F (6760.570000 sec): 3 clusters
  Score: Raw -1668004.289552 + Penalty 4611.664169 = -1663392.625383
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6760.610000 sec): 2 clusters
  Score: Raw -1983394.227559 + Penalty 2369.339479 = -1981024.888080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6760.660000 sec): 3 clusters
  Score: Raw -1975488.502178 + Penalty 4738.678958 = -1970749.823219
  nChanged 6081
		SP:Iteration 1F (6760.710000 sec): 3 clusters
  Score: Raw -1978578.546998 + Penalty 4738.678958 = -1973839.868039
  nChanged 856
		SP:Iteration 2F (6760.770000 sec): 3 clusters
  Score: Raw -1978953.267485 + Penalty 4738.678958 = -1974214.588526
  nChanged 757
		SP:Iteration 3F (6760.810000 sec): 3 clusters
  Score: Raw -1979297.469619 + Penalty 4738.678958 = -1974558.790661
  nChanged 685
		SP:Iteration 4Q (6760.870000 sec): 3 clusters
  Score: Raw -1979612.259800 + Penalty 4738.678958 = -1974873.580842
  nChanged 662
		SP:Iteration 5Q (6760.920000 sec): 3 clusters
  Score: Raw -1979955.425502 + Penalty 4738.678958 = -1975216.746543
  nChanged 610
		SP:Iteration 6Q (6760.970000 sec): 3 clusters
  Score: Raw -1980235.504738 + Penalty 4738.678958 = -1975496.825780
  nChanged 553
		SP:Iteration 7Q (6761.020000 sec): 3 clusters
  Score: Raw -1980499.726416 + Penalty 4738.678958 = -1975761.047458
  nChanged 534
		SP:Iteration 8Q (6761.070000 sec): 3 clusters
  Score: Raw -1980761.028330 + Penalty 4738.678958 = -1976022.349372
  nChanged 506
		SP:Iteration 9Q (6761.120000 sec): 3 clusters
  Score: Raw -1981028.038871 + Penalty 4738.678958 = -1976289.359912
  nChanged 480
		SP:Iteration 10Q (6761.170000 sec): 3 clusters
  Score: Raw -1981252.993334 + Penalty 4738.678958 = -1976514.314376
  nChanged 431
		SP:Iteration 11Q (6761.220000 sec): 3 clusters
  Score: Raw -1981460.355272 + Penalty 4738.678958 = -1976721.676313
  nChanged 406
		SP:Iteration 12Q (6761.270000 sec): 3 clusters
  Score: Raw -1981647.315993 + Penalty 4738.678958 = -1976908.637034
  nChanged 370
		SP:Iteration 13Q (6761.320000 sec): 3 clusters
  Score: Raw -1981829.721838 + Penalty 4738.678958 = -1977091.042880
  nChanged 348
		SP:Iteration 14Q (6761.370000 sec): 3 clusters
  Score: Raw -1982007.630620 + Penalty 4738.678958 = -1977268.951662
  nChanged 341
		SP:Iteration 15Q (6761.420000 sec): 3 clusters
  Score: Raw -1982178.019337 + Penalty 4738.678958 = -1977439.340379
  nChanged 308
		SP:Iteration 16Q (6761.470000 sec): 3 clusters
  Score: Raw -1982346.269922 + Penalty 4738.678958 = -1977607.590964
  nChanged 301
		SP:Iteration 17Q (6761.520000 sec): 3 clusters
  Score: Raw -1982510.257711 + Penalty 4738.678958 = -1977771.578753
  nChanged 293
		SP:Iteration 18Q (6761.570000 sec): 3 clusters
  Score: Raw -1982674.638131 + Penalty 4738.678958 = -1977935.959172
  nChanged 265
		SP:Iteration 19Q (6761.610000 sec): 3 clusters
  Score: Raw -1982817.706767 + Penalty 4738.678958 = -1978079.027809
  nChanged 245
		SP:Iteration 20F (6761.660000 sec): 3 clusters
  Score: Raw -1982940.695953 + Penalty 4738.678958 = -1978202.016995
  nChanged 189
		SP:Iteration 21Q (6761.710000 sec): 3 clusters
  Score: Raw -1983030.863558 + Penalty 4738.678958 = -1978292.184599
  nChanged 162
		SP:Iteration 22Q (6761.750000 sec): 3 clusters
  Score: Raw -1983115.227470 + Penalty 4738.678958 = -1978376.548512
  nChanged 148
		SP:Iteration 23Q (6761.800000 sec): 3 clusters
  Score: Raw -1983191.620088 + Penalty 4738.678958 = -1978452.941130
  nChanged 129
		SP:Iteration 24Q (6761.840000 sec): 3 clusters
  Score: Raw -1983253.945823 + Penalty 4738.678958 = -1978515.266864
  nChanged 116
		SP:Iteration 25Q (6761.890000 sec): 3 clusters
  Score: Raw -1983304.305455 + Penalty 4738.678958 = -1978565.626497
  nChanged 100
		SP:Iteration 26Q (6761.930000 sec): 3 clusters
  Score: Raw -1983350.264555 + Penalty 4738.678958 = -1978611.585597
  nChanged 94
		SP:Iteration 27Q (6761.970000 sec): 3 clusters
  Score: Raw -1983391.428950 + Penalty 4738.678958 = -1978652.749991
  nChanged 85
		SP:Iteration 28Q (6762.010000 sec): 3 clusters
  Score: Raw -1983429.261418 + Penalty 4738.678958 = -1978690.582459
  nChanged 66
		SP:Iteration 29Q (6762.050000 sec): 3 clusters
  Score: Raw -1983454.190543 + Penalty 4738.678958 = -1978715.511585
  nChanged 75
		SP:Iteration 30Q (6762.100000 sec): 3 clusters
  Score: Raw -1983481.699659 + Penalty 4738.678958 = -1978743.020701
  nChanged 65
		SP:Iteration 31Q (6762.140000 sec): 3 clusters
  Score: Raw -1983506.760674 + Penalty 4738.678958 = -1978768.081716
  nChanged 66
		SP:Iteration 32Q (6762.180000 sec): 3 clusters
  Score: Raw -1983534.453816 + Penalty 4738.678958 = -1978795.774858
  nChanged 78
		SP:Iteration 33Q (6762.220000 sec): 3 clusters
  Score: Raw -1983567.569894 + Penalty 4738.678958 = -1978828.890935
  nChanged 79
		SP:Iteration 34Q (6762.260000 sec): 3 clusters
  Score: Raw -1983599.512937 + Penalty 4738.678958 = -1978860.833979
  nChanged 58
		SP:Iteration 35Q (6762.310000 sec): 3 clusters
  Score: Raw -1983627.114224 + Penalty 4738.678958 = -1978888.435266
  nChanged 51
		SP:Iteration 36Q (6762.350000 sec): 3 clusters
  Score: Raw -1983646.574354 + Penalty 4738.678958 = -1978907.895396
  nChanged 42
		SP:Iteration 37Q (6762.390000 sec): 3 clusters
  Score: Raw -1983659.926773 + Penalty 4738.678958 = -1978921.247815
  nChanged 43
		SP:Iteration 38Q (6762.430000 sec): 3 clusters
  Score: Raw -1983672.882981 + Penalty 4738.678958 = -1978934.204023
  nChanged 29
		SP:Iteration 39Q (6762.470000 sec): 3 clusters
  Score: Raw -1983681.266484 + Penalty 4738.678958 = -1978942.587526
  nChanged 37
		SP:Iteration 40F (6762.520000 sec): 3 clusters
  Score: Raw -1983692.979969 + Penalty 4738.678958 = -1978954.301011
  nChanged 29
		SP:Iteration 41Q (6762.560000 sec): 3 clusters
  Score: Raw -1983702.676193 + Penalty 4738.678958 = -1978963.997235
  nChanged 27
		SP:Iteration 42Q (6762.600000 sec): 3 clusters
  Score: Raw -1983710.944417 + Penalty 4738.678958 = -1978972.265459
  nChanged 23
		SP:Iteration 43Q (6762.640000 sec): 3 clusters
  Score: Raw -1983719.679538 + Penalty 4738.678958 = -1978981.000580
  nChanged 25
		SP:Iteration 44Q (6762.680000 sec): 3 clusters
  Score: Raw -1983726.779524 + Penalty 4738.678958 = -1978988.100565
  nChanged 20
		SP:Iteration 45Q (6762.720000 sec): 3 clusters
  Score: Raw -1983731.657144 + Penalty 4738.678958 = -1978992.978185
  nChanged 17
		SP:Iteration 46Q (6762.760000 sec): 3 clusters
  Score: Raw -1983735.907095 + Penalty 4738.678958 = -1978997.228137
  nChanged 16
		SP:Iteration 47Q (6762.800000 sec): 3 clusters
  Score: Raw -1983740.691607 + Penalty 4738.678958 = -1979002.012649
  nChanged 16
		SP:Iteration 48Q (6762.840000 sec): 3 clusters
  Score: Raw -1983744.560451 + Penalty 4738.678958 = -1979005.881493
  nChanged 6
		SP:Iteration 49Q (6762.880000 sec): 3 clusters
  Score: Raw -1983746.069709 + Penalty 4738.678958 = -1979007.390751
  nChanged 8
		SP:Iteration 50Q (6762.920000 sec): 3 clusters
  Score: Raw -1983748.580326 + Penalty 4738.678958 = -1979009.901368
  nChanged 9
		SP:Iteration 51Q (6762.960000 sec): 3 clusters
  Score: Raw -1983751.490642 + Penalty 4738.678958 = -1979012.811684
  nChanged 16
		SP:Iteration 52Q (6763.000000 sec): 3 clusters
  Score: Raw -1983756.014706 + Penalty 4738.678958 = -1979017.335748
  nChanged 11
		SP:Iteration 53Q (6763.040000 sec): 3 clusters
  Score: Raw -1983758.842667 + Penalty 4738.678958 = -1979020.163709
  nChanged 7
		SP:Iteration 54Q (6763.080000 sec): 3 clusters
  Score: Raw -1983760.147524 + Penalty 4738.678958 = -1979021.468566
  nChanged 7
		SP:Iteration 55Q (6763.120000 sec): 3 clusters
  Score: Raw -1983762.043058 + Penalty 4738.678958 = -1979023.364100
  nChanged 7
		SP:Iteration 56Q (6763.160000 sec): 3 clusters
  Score: Raw -1983764.199196 + Penalty 4738.678958 = -1979025.520238
  nChanged 5
		SP:Iteration 57Q (6763.210000 sec): 3 clusters
  Score: Raw -1983765.309701 + Penalty 4738.678958 = -1979026.630742
  nChanged 8
		SP:Iteration 58Q (6763.250000 sec): 3 clusters
  Score: Raw -1983767.664903 + Penalty 4738.678958 = -1979028.985944
  nChanged 11
		SP:Iteration 59Q (6763.290000 sec): 3 clusters
  Score: Raw -1983770.917380 + Penalty 4738.678958 = -1979032.238422
  nChanged 15
		SP:Iteration 60F (6763.330000 sec): 3 clusters
  Score: Raw -1983775.073481 + Penalty 4738.678958 = -1979036.394523
  nChanged 11
		SP:Iteration 61Q (6763.370000 sec): 3 clusters
  Score: Raw -1983778.004083 + Penalty 4738.678958 = -1979039.325125
  nChanged 14
		SP:Iteration 62Q (6763.410000 sec): 3 clusters
  Score: Raw -1983781.546006 + Penalty 4738.678958 = -1979042.867048
  nChanged 9
		SP:Iteration 63Q (6763.450000 sec): 3 clusters
  Score: Raw -1983784.223552 + Penalty 4738.678958 = -1979045.544594
  nChanged 9
		SP:Iteration 64Q (6763.490000 sec): 3 clusters
  Score: Raw -1983786.892846 + Penalty 4738.678958 = -1979048.213887
  nChanged 7
		SP:Iteration 65Q (6763.530000 sec): 3 clusters
  Score: Raw -1983788.806782 + Penalty 4738.678958 = -1979050.127824
  nChanged 10
		SP:Iteration 66Q (6763.570000 sec): 3 clusters
  Score: Raw -1983791.921933 + Penalty 4738.678958 = -1979053.242975
  nChanged 10
		SP:Iteration 67Q (6763.610000 sec): 3 clusters
  Score: Raw -1983794.738675 + Penalty 4738.678958 = -1979056.059717
  nChanged 12
		SP:Iteration 68Q (6763.650000 sec): 3 clusters
  Score: Raw -1983797.552001 + Penalty 4738.678958 = -1979058.873043
  nChanged 6
		SP:Iteration 69Q (6763.690000 sec): 3 clusters
  Score: Raw -1983799.022412 + Penalty 4738.678958 = -1979060.343453
  nChanged 7
		SP:Iteration 70Q (6763.730000 sec): 3 clusters
  Score: Raw -1983801.465322 + Penalty 4738.678958 = -1979062.786364
  nChanged 6
		SP:Iteration 71Q (6763.770000 sec): 3 clusters
  Score: Raw -1983803.098434 + Penalty 4738.678958 = -1979064.419476
  nChanged 6
		SP:Iteration 72Q (6763.810000 sec): 3 clusters
  Score: Raw -1983805.149251 + Penalty 4738.678958 = -1979066.470293
  nChanged 5
		SP:Iteration 73Q (6763.850000 sec): 3 clusters
  Score: Raw -1983806.112413 + Penalty 4738.678958 = -1979067.433454
  nChanged 4
		SP:Iteration 74Q (6763.890000 sec): 3 clusters
  Score: Raw -1983807.588016 + Penalty 4738.678958 = -1979068.909057
  nChanged 11
		SP:Iteration 75Q (6763.930000 sec): 3 clusters
  Score: Raw -1983810.353236 + Penalty 4738.678958 = -1979071.674278
  nChanged 9
		SP:Iteration 76Q (6763.970000 sec): 3 clusters
  Score: Raw -1983812.719609 + Penalty 4738.678958 = -1979074.040650
  nChanged 5
		SP:Iteration 77Q (6764.010000 sec): 3 clusters
  Score: Raw -1983813.713800 + Penalty 4738.678958 = -1979075.034841
  nChanged 4
		SP:Iteration 78Q (6764.050000 sec): 3 clusters
  Score: Raw -1983814.526651 + Penalty 4738.678958 = -1979075.847693
  nChanged 3
		SP:Iteration 79Q (6764.090000 sec): 3 clusters
  Score: Raw -1983815.593691 + Penalty 4738.678958 = -1979076.914733
  nChanged 3
		SP:Iteration 80F (6764.140000 sec): 3 clusters
  Score: Raw -1983816.333897 + Penalty 4738.678958 = -1979077.654938
  nChanged 3
		SP:Iteration 81Q (6764.180000 sec): 3 clusters
  Score: Raw -1983816.848700 + Penalty 4738.678958 = -1979078.169742
  nChanged 3
		SP:Iteration 82Q (6764.220000 sec): 3 clusters
  Score: Raw -1983817.878589 + Penalty 4738.678958 = -1979079.199631
  nChanged 3
		SP:Iteration 83Q (6764.260000 sec): 3 clusters
  Score: Raw -1983819.336060 + Penalty 4738.678958 = -1979080.657101
  nChanged 8
		SP:Iteration 84Q (6764.300000 sec): 3 clusters
  Score: Raw -1983821.239214 + Penalty 4738.678958 = -1979082.560256
  nChanged 4
		SP:Iteration 85Q (6764.340000 sec): 3 clusters
  Score: Raw -1983822.140654 + Penalty 4738.678958 = -1979083.461696
  nChanged 2
		SP:Iteration 86Q (6764.380000 sec): 3 clusters
  Score: Raw -1983822.899260 + Penalty 4738.678958 = -1979084.220301
  nChanged 1
		SP:Iteration 87Q (6764.410000 sec): 3 clusters
  Score: Raw -1983823.119910 + Penalty 4738.678958 = -1979084.440952
  nChanged 2
		SP:Iteration 88Q (6764.450000 sec): 3 clusters
  Score: Raw -1983823.602274 + Penalty 4738.678958 = -1979084.923316
  nChanged 2
		SP:Iteration 89Q (6764.490000 sec): 3 clusters
  Score: Raw -1983824.264251 + Penalty 4738.678958 = -1979085.585293
  nChanged 1
		SP:Iteration 90Q (6764.530000 sec): 3 clusters
  Score: Raw -1983824.532215 + Penalty 4738.678958 = -1979085.853257
  nChanged 0
		SP:Iteration 91F (6764.580000 sec): 3 clusters
  Score: Raw -1983824.532215 + Penalty 4738.678958 = -1979085.853257
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6764.590000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6764.590000 sec): 3 clusters
  Score: Raw -73220.538390 + Penalty 3074.445443 = -70146.092947
  nChanged 94
		SP:Iteration 1F (6764.590000 sec): 3 clusters
  Score: Raw -73398.209333 + Penalty 3074.445443 = -70323.763890
  nChanged 16
		SP:Iteration 2Q (6764.590000 sec): 3 clusters
  Score: Raw -73433.573290 + Penalty 3074.445443 = -70359.127847
  nChanged 9
		SP:Iteration 3Q (6764.590000 sec): 3 clusters
  Score: Raw -73452.700182 + Penalty 3074.445443 = -70378.254738
  nChanged 6
		SP:Iteration 4Q (6764.600000 sec): 3 clusters
  Score: Raw -73465.057632 + Penalty 3074.445443 = -70390.612188
  nChanged 3
		SP:Iteration 5Q (6764.600000 sec): 3 clusters
  Score: Raw -73471.103968 + Penalty 3074.445443 = -70396.658525
  nChanged 3
		SP:Iteration 6Q (6764.600000 sec): 3 clusters
  Score: Raw -73479.319009 + Penalty 3074.445443 = -70404.873566
  nChanged 5
		SP:Iteration 7Q (6764.600000 sec): 3 clusters
  Score: Raw -73490.209662 + Penalty 3074.445443 = -70415.764218
  nChanged 1
		SP:Iteration 8Q (6764.610000 sec): 3 clusters
  Score: Raw -73496.393007 + Penalty 3074.445443 = -70421.947564
  nChanged 2
		SP:Iteration 9Q (6764.610000 sec): 3 clusters
  Score: Raw -73503.490026 + Penalty 3074.445443 = -70429.044583
  nChanged 0
		SP:Iteration 10F (6764.610000 sec): 3 clusters
  Score: Raw -73503.490026 + Penalty 3074.445443 = -70429.044583
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6764.620000 sec): 2 clusters
  Score: Raw -311484.322142 + Penalty 1906.964035 = -309577.358108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6764.630000 sec): 3 clusters
  Score: Raw -310656.079511 + Penalty 3813.928069 = -306842.151442
  nChanged 729
		SP:Iteration 1F (6764.630000 sec): 3 clusters
  Score: Raw -311152.170677 + Penalty 3813.928069 = -307338.242607
  nChanged 157
		SP:Iteration 2F (6764.640000 sec): 3 clusters
  Score: Raw -311282.449021 + Penalty 3813.928069 = -307468.520951
  nChanged 90
		SP:Iteration 3Q (6764.650000 sec): 3 clusters
  Score: Raw -311352.359907 + Penalty 3813.928069 = -307538.431837
  nChanged 49
		SP:Iteration 4Q (6764.660000 sec): 3 clusters
  Score: Raw -311386.187671 + Penalty 3813.928069 = -307572.259601
  nChanged 38
		SP:Iteration 5Q (6764.670000 sec): 3 clusters
  Score: Raw -311416.475118 + Penalty 3813.928069 = -307602.547049
  nChanged 40
		SP:Iteration 6Q (6764.670000 sec): 3 clusters
  Score: Raw -311449.097980 + Penalty 3813.928069 = -307635.169911
  nChanged 46
		SP:Iteration 7Q (6764.680000 sec): 3 clusters
  Score: Raw -311482.686790 + Penalty 3813.928069 = -307668.758720
  nChanged 38
		SP:Iteration 8Q (6764.690000 sec): 3 clusters
  Score: Raw -311510.348326 + Penalty 3813.928069 = -307696.420257
  nChanged 30
		SP:Iteration 9Q (6764.690000 sec): 3 clusters
  Score: Raw -311527.279289 + Penalty 3813.928069 = -307713.351220
  nChanged 19
		SP:Iteration 10Q (6764.700000 sec): 3 clusters
  Score: Raw -311539.333893 + Penalty 3813.928069 = -307725.405824
  nChanged 16
		SP:Iteration 11Q (6764.710000 sec): 3 clusters
  Score: Raw -311550.052665 + Penalty 3813.928069 = -307736.124595
  nChanged 16
		SP:Iteration 12Q (6764.720000 sec): 3 clusters
  Score: Raw -311560.105076 + Penalty 3813.928069 = -307746.177007
  nChanged 16
		SP:Iteration 13Q (6764.730000 sec): 3 clusters
  Score: Raw -311571.840056 + Penalty 3813.928069 = -307757.911986
  nChanged 16
		SP:Iteration 14Q (6764.730000 sec): 3 clusters
  Score: Raw -311581.227877 + Penalty 3813.928069 = -307767.299808
  nChanged 16
		SP:Iteration 15Q (6764.740000 sec): 3 clusters
  Score: Raw -311594.268059 + Penalty 3813.928069 = -307780.339989
  nChanged 22
		SP:Iteration 16Q (6764.750000 sec): 3 clusters
  Score: Raw -311607.377571 + Penalty 3813.928069 = -307793.449502
  nChanged 10
		SP:Iteration 17Q (6764.760000 sec): 3 clusters
  Score: Raw -311613.773229 + Penalty 3813.928069 = -307799.845160
  nChanged 15
		SP:Iteration 18Q (6764.770000 sec): 3 clusters
  Score: Raw -311623.642926 + Penalty 3813.928069 = -307809.714857
  nChanged 16
		SP:Iteration 19Q (6764.770000 sec): 3 clusters
  Score: Raw -311636.161707 + Penalty 3813.928069 = -307822.233638
  nChanged 13
		SP:Iteration 20F (6764.780000 sec): 3 clusters
  Score: Raw -311644.679850 + Penalty 3813.928069 = -307830.751781
  nChanged 3
		SP:Iteration 21Q (6764.790000 sec): 3 clusters
  Score: Raw -311646.477813 + Penalty 3813.928069 = -307832.549743
  nChanged 6
		SP:Iteration 22Q (6764.790000 sec): 3 clusters
  Score: Raw -311650.546971 + Penalty 3813.928069 = -307836.618902
  nChanged 6
		SP:Iteration 23Q (6764.800000 sec): 3 clusters
  Score: Raw -311654.534708 + Penalty 3813.928069 = -307840.606638
  nChanged 4
		SP:Iteration 24Q (6764.810000 sec): 3 clusters
  Score: Raw -311657.026282 + Penalty 3813.928069 = -307843.098213
  nChanged 6
		SP:Iteration 25Q (6764.820000 sec): 3 clusters
  Score: Raw -311660.232410 + Penalty 3813.928069 = -307846.304341
  nChanged 5
		SP:Iteration 26Q (6764.830000 sec): 3 clusters
  Score: Raw -311662.937879 + Penalty 3813.928069 = -307849.009809
  nChanged 2
		SP:Iteration 27Q (6764.830000 sec): 3 clusters
  Score: Raw -311664.278468 + Penalty 3813.928069 = -307850.350398
  nChanged 5
		SP:Iteration 28Q (6764.840000 sec): 3 clusters
  Score: Raw -311666.793381 + Penalty 3813.928069 = -307852.865312
  nChanged 8
		SP:Iteration 29Q (6764.850000 sec): 3 clusters
  Score: Raw -311672.665738 + Penalty 3813.928069 = -307858.737669
  nChanged 5
		SP:Iteration 30Q (6764.860000 sec): 3 clusters
  Score: Raw -311674.894580 + Penalty 3813.928069 = -307860.966511
  nChanged 2
		SP:Iteration 31Q (6764.870000 sec): 3 clusters
  Score: Raw -311676.156869 + Penalty 3813.928069 = -307862.228800
  nChanged 0
		SP:Iteration 32F (6764.870000 sec): 3 clusters
  Score: Raw -311676.156869 + Penalty 3813.928069 = -307862.228800
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31539 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6764.980000 sec): 2 clusters
  Score: Raw -4606417.984295 + Penalty 2569.027078 = -4603848.957217
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6765.090000 sec): 3 clusters
  Score: Raw -4587590.371160 + Penalty 5138.054157 = -4582452.317003
  nChanged 14098
		SP:Iteration 1F (6765.210000 sec): 3 clusters
  Score: Raw -4595363.879552 + Penalty 5138.054157 = -4590225.825396
  nChanged 1411
		SP:Iteration 2Q (6765.330000 sec): 3 clusters
  Score: Raw -4595827.538484 + Penalty 5138.054157 = -4590689.484327
  nChanged 1309
		SP:Iteration 3Q (6765.450000 sec): 3 clusters
  Score: Raw -4596333.557085 + Penalty 5138.054157 = -4591195.502928
  nChanged 1351
		SP:Iteration 4Q (6765.560000 sec): 3 clusters
  Score: Raw -4596924.111497 + Penalty 5138.054157 = -4591786.057341
  nChanged 1463
		SP:Iteration 5Q (6765.680000 sec): 3 clusters
  Score: Raw -4597659.004680 + Penalty 5138.054157 = -4592520.950524
  nChanged 1721
		SP:Iteration 6F (6765.800000 sec): 3 clusters
  Score: Raw -4598658.604662 + Penalty 5138.054157 = -4593520.550505
  nChanged 1936
		SP:Iteration 7F (6765.910000 sec): 3 clusters
  Score: Raw -4599884.037374 + Penalty 5138.054157 = -4594745.983218
  nChanged 2051
		SP:Iteration 8F (6766.030000 sec): 3 clusters
  Score: Raw -4601237.724275 + Penalty 5138.054157 = -4596099.670119
  nChanged 1912
		SP:Iteration 9F (6766.140000 sec): 3 clusters
  Score: Raw -4602587.704283 + Penalty 5138.054157 = -4597449.650126
  nChanged 1646
		SP:Iteration 10F (6766.260000 sec): 3 clusters
  Score: Raw -4603854.163953 + Penalty 5138.054157 = -4598716.109796
  nChanged 1323
		SP:Iteration 11Q (6766.370000 sec): 3 clusters
  Score: Raw -4605158.191847 + Penalty 5138.054157 = -4600020.137691
  nChanged 885
		SP:Iteration 12Q (6766.490000 sec): 3 clusters
  Score: Raw -4606382.740501 + Penalty 5138.054157 = -4601244.686344
  nChanged 538
		SP:Iteration 13Q (6766.590000 sec): 3 clusters
  Score: Raw -4606837.420543 + Penalty 5138.054157 = -4601699.366387
  nChanged 360
		SP:Iteration 14Q (6766.690000 sec): 3 clusters
  Score: Raw -4607003.169028 + Penalty 5138.054157 = -4601865.114871
  nChanged 274
		SP:Iteration 15Q (6766.790000 sec): 3 clusters
  Score: Raw -4607112.150044 + Penalty 5138.054157 = -4601974.095887
  nChanged 218
		SP:Iteration 16Q (6766.880000 sec): 3 clusters
  Score: Raw -4607187.452241 + Penalty 5138.054157 = -4602049.398084
  nChanged 184
		SP:Iteration 17Q (6766.970000 sec): 3 clusters
  Score: Raw -4607247.888041 + Penalty 5138.054157 = -4602109.833884
  nChanged 156
		SP:Iteration 18Q (6767.070000 sec): 3 clusters
  Score: Raw -4607290.300086 + Penalty 5138.054157 = -4602152.245930
  nChanged 104
		SP:Iteration 19Q (6767.160000 sec): 3 clusters
  Score: Raw -4607315.187813 + Penalty 5138.054157 = -4602177.133656
  nChanged 99
		SP:Iteration 20F (6767.280000 sec): 3 clusters
  Score: Raw -4607338.237510 + Penalty 5138.054157 = -4602200.183353
  nChanged 74
		SP:Iteration 21Q (6767.370000 sec): 3 clusters
  Score: Raw -4607354.436363 + Penalty 5138.054157 = -4602216.382206
  nChanged 58
		SP:Iteration 22Q (6767.460000 sec): 3 clusters
  Score: Raw -4607365.993024 + Penalty 5138.054157 = -4602227.938868
  nChanged 55
		SP:Iteration 23Q (6767.550000 sec): 3 clusters
  Score: Raw -4607374.975525 + Penalty 5138.054157 = -4602236.921368
  nChanged 42
		SP:Iteration 24Q (6767.640000 sec): 3 clusters
  Score: Raw -4607381.870250 + Penalty 5138.054157 = -4602243.816093
  nChanged 33
		SP:Iteration 25Q (6767.730000 sec): 3 clusters
  Score: Raw -4607389.149444 + Penalty 5138.054157 = -4602251.095287
  nChanged 31
		SP:Iteration 26Q (6767.820000 sec): 3 clusters
  Score: Raw -4607394.848824 + Penalty 5138.054157 = -4602256.794668
  nChanged 27
		SP:Iteration 27Q (6767.910000 sec): 3 clusters
  Score: Raw -4607399.308017 + Penalty 5138.054157 = -4602261.253860
  nChanged 17
		SP:Iteration 28Q (6768.000000 sec): 3 clusters
  Score: Raw -4607401.798075 + Penalty 5138.054157 = -4602263.743919
  nChanged 15
		SP:Iteration 29Q (6768.090000 sec): 3 clusters
  Score: Raw -4607404.225232 + Penalty 5138.054157 = -4602266.171075
  nChanged 12
		SP:Iteration 30Q (6768.180000 sec): 3 clusters
  Score: Raw -4607406.014037 + Penalty 5138.054157 = -4602267.959880
  nChanged 7
		SP:Iteration 31Q (6768.270000 sec): 3 clusters
  Score: Raw -4607406.965871 + Penalty 5138.054157 = -4602268.911714
  nChanged 9
		SP:Iteration 32Q (6768.360000 sec): 3 clusters
  Score: Raw -4607407.838189 + Penalty 5138.054157 = -4602269.784032
  nChanged 8
		SP:Iteration 33Q (6768.450000 sec): 3 clusters
  Score: Raw -4607408.818829 + Penalty 5138.054157 = -4602270.764672
  nChanged 7
		SP:Iteration 34Q (6768.540000 sec): 3 clusters
  Score: Raw -4607409.676586 + Penalty 5138.054157 = -4602271.622430
  nChanged 9
		SP:Iteration 35Q (6768.630000 sec): 3 clusters
  Score: Raw -4607410.903662 + Penalty 5138.054157 = -4602272.849506
  nChanged 11
		SP:Iteration 36Q (6768.720000 sec): 3 clusters
  Score: Raw -4607412.538161 + Penalty 5138.054157 = -4602274.484005
  nChanged 10
		SP:Iteration 37Q (6768.810000 sec): 3 clusters
  Score: Raw -4607414.168224 + Penalty 5138.054157 = -4602276.114068
  nChanged 9
		SP:Iteration 38Q (6768.900000 sec): 3 clusters
  Score: Raw -4607415.252869 + Penalty 5138.054157 = -4602277.198712
  nChanged 12
		SP:Iteration 39Q (6768.990000 sec): 3 clusters
  Score: Raw -4607416.932157 + Penalty 5138.054157 = -4602278.878001
  nChanged 16
		SP:Iteration 40F (6769.110000 sec): 3 clusters
  Score: Raw -4607419.842734 + Penalty 5138.054157 = -4602281.788578
  nChanged 17
		SP:Iteration 41Q (6769.190000 sec): 3 clusters
  Score: Raw -4607422.132167 + Penalty 5138.054157 = -4602284.078010
  nChanged 10
		SP:Iteration 42Q (6769.290000 sec): 3 clusters
  Score: Raw -4607424.057435 + Penalty 5138.054157 = -4602286.003279
  nChanged 15
		SP:Iteration 43Q (6769.370000 sec): 3 clusters
  Score: Raw -4607427.088275 + Penalty 5138.054157 = -4602289.034118
  nChanged 14
		SP:Iteration 44Q (6769.470000 sec): 3 clusters
  Score: Raw -4607429.173567 + Penalty 5138.054157 = -4602291.119411
  nChanged 10
		SP:Iteration 45Q (6769.550000 sec): 3 clusters
  Score: Raw -4607430.833956 + Penalty 5138.054157 = -4602292.779800
  nChanged 15
		SP:Iteration 46Q (6769.640000 sec): 3 clusters
  Score: Raw -4607434.538720 + Penalty 5138.054157 = -4602296.484563
  nChanged 17
		SP:Iteration 47Q (6769.730000 sec): 3 clusters
  Score: Raw -4607436.762801 + Penalty 5138.054157 = -4602298.708645
  nChanged 9
		SP:Iteration 48Q (6769.820000 sec): 3 clusters
  Score: Raw -4607438.246787 + Penalty 5138.054157 = -4602300.192630
  nChanged 8
		SP:Iteration 49Q (6769.910000 sec): 3 clusters
  Score: Raw -4607439.453876 + Penalty 5138.054157 = -4602301.399719
  nChanged 4
		SP:Iteration 50Q (6770.000000 sec): 3 clusters
  Score: Raw -4607440.090868 + Penalty 5138.054157 = -4602302.036712
  nChanged 6
		SP:Iteration 51Q (6770.090000 sec): 3 clusters
  Score: Raw -4607441.033397 + Penalty 5138.054157 = -4602302.979240
  nChanged 4
		SP:Iteration 52Q (6770.170000 sec): 3 clusters
  Score: Raw -4607441.527089 + Penalty 5138.054157 = -4602303.472933
  nChanged 3
		SP:Iteration 53Q (6770.270000 sec): 3 clusters
  Score: Raw -4607441.922142 + Penalty 5138.054157 = -4602303.867985
  nChanged 1
		SP:Iteration 54Q (6770.350000 sec): 3 clusters
  Score: Raw -4607442.081400 + Penalty 5138.054157 = -4602304.027243
  nChanged 0
		SP:Iteration 55F (6770.470000 sec): 3 clusters
  Score: Raw -4607442.081400 + Penalty 5138.054157 = -4602304.027243
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6770.790000 sec): 2 clusters
  Score: Raw -14358616.355029 + Penalty 2852.078443 = -14355764.276586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6771.150000 sec): 3 clusters
  Score: Raw -14295472.971536 + Penalty 5704.156886 = -14289768.814650
  nChanged 46427
		SP:Iteration 1F (6771.520000 sec): 3 clusters
  Score: Raw -14321884.346806 + Penalty 5704.156886 = -14316180.189920
  nChanged 3452
		SP:Iteration 2Q (6771.890000 sec): 3 clusters
  Score: Raw -14322739.852288 + Penalty 5704.156886 = -14317035.695402
  nChanged 3532
		SP:Iteration 3Q (6772.260000 sec): 3 clusters
  Score: Raw -14323664.137365 + Penalty 5704.156886 = -14317959.980479
  nChanged 3579
		SP:Iteration 4Q (6772.630000 sec): 3 clusters
  Score: Raw -14324686.748479 + Penalty 5704.156886 = -14318982.591592
  nChanged 3680
		SP:Iteration 5Q (6773.000000 sec): 3 clusters
  Score: Raw -14325851.607825 + Penalty 5704.156886 = -14320147.450939
  nChanged 4024
		SP:Iteration 6Q (6773.370000 sec): 3 clusters
  Score: Raw -14327262.255917 + Penalty 5704.156886 = -14321558.099031
  nChanged 4326
		SP:Iteration 7Q (6773.740000 sec): 3 clusters
  Score: Raw -14328887.630766 + Penalty 5704.156886 = -14323183.473880
  nChanged 4459
		SP:Iteration 8Q (6774.110000 sec): 3 clusters
  Score: Raw -14330795.652643 + Penalty 5704.156886 = -14325091.495757
  nChanged 4876
		SP:Iteration 9Q (6774.490000 sec): 3 clusters
  Score: Raw -14333245.055961 + Penalty 5704.156886 = -14327540.899074
  nChanged 5140
		SP:Iteration 10F (6774.850000 sec): 3 clusters
  Score: Raw -14336231.211757 + Penalty 5704.156886 = -14330527.054871
  nChanged 5096
		SP:Iteration 11F (6775.210000 sec): 3 clusters
  Score: Raw -14339544.254035 + Penalty 5704.156886 = -14333840.097149
  nChanged 4860
		SP:Iteration 12Q (6775.580000 sec): 3 clusters
  Score: Raw -14342983.032775 + Penalty 5704.156886 = -14337278.875889
  nChanged 4136
		SP:Iteration 13Q (6775.950000 sec): 3 clusters
  Score: Raw -14345903.263697 + Penalty 5704.156886 = -14340199.106811
  nChanged 3458
		SP:Iteration 14Q (6776.300000 sec): 3 clusters
  Score: Raw -14348125.627640 + Penalty 5704.156886 = -14342421.470754
  nChanged 2897
		SP:Iteration 15Q (6776.640000 sec): 3 clusters
  Score: Raw -14349819.038045 + Penalty 5704.156886 = -14344114.881159
  nChanged 2455
		SP:Iteration 16Q (6776.970000 sec): 3 clusters
  Score: Raw -14351181.775798 + Penalty 5704.156886 = -14345477.618912
  nChanged 2192
		SP:Iteration 17Q (6777.290000 sec): 3 clusters
  Score: Raw -14352399.817738 + Penalty 5704.156886 = -14346695.660852
  nChanged 2086
		SP:Iteration 18Q (6777.600000 sec): 3 clusters
  Score: Raw -14353570.896360 + Penalty 5704.156886 = -14347866.739474
  nChanged 1815
		SP:Iteration 19Q (6777.900000 sec): 3 clusters
  Score: Raw -14354594.898660 + Penalty 5704.156886 = -14348890.741774
  nChanged 1674
		SP:Iteration 20F (6778.260000 sec): 3 clusters
  Score: Raw -14355564.034719 + Penalty 5704.156886 = -14349859.877832
  nChanged 1413
		SP:Iteration 21Q (6778.550000 sec): 3 clusters
  Score: Raw -14356403.307844 + Penalty 5704.156886 = -14350699.150958
  nChanged 1161
		SP:Iteration 22Q (6778.830000 sec): 3 clusters
  Score: Raw -14357103.332793 + Penalty 5704.156886 = -14351399.175907
  nChanged 938
		SP:Iteration 23Q (6779.110000 sec): 3 clusters
  Score: Raw -14357672.320468 + Penalty 5704.156886 = -14351968.163582
  nChanged 746
		SP:Iteration 24Q (6779.380000 sec): 3 clusters
  Score: Raw -14358128.046689 + Penalty 5704.156886 = -14352423.889803
  nChanged 563
		SP:Iteration 25Q (6779.650000 sec): 3 clusters
  Score: Raw -14358457.613295 + Penalty 5704.156886 = -14352753.456409
  nChanged 407
		SP:Iteration 26Q (6779.910000 sec): 3 clusters
  Score: Raw -14358688.118802 + Penalty 5704.156886 = -14352983.961916
  nChanged 269
		SP:Iteration 27Q (6780.170000 sec): 3 clusters
  Score: Raw -14358844.570119 + Penalty 5704.156886 = -14353140.413233
  nChanged 210
		SP:Iteration 28Q (6780.430000 sec): 3 clusters
  Score: Raw -14358959.672029 + Penalty 5704.156886 = -14353255.515143
  nChanged 141
		SP:Iteration 29Q (6780.690000 sec): 3 clusters
  Score: Raw -14359025.881543 + Penalty 5704.156886 = -14353321.724657
  nChanged 83
		SP:Iteration 30Q (6780.950000 sec): 3 clusters
  Score: Raw -14359064.814822 + Penalty 5704.156886 = -14353360.657936
  nChanged 66
		SP:Iteration 31Q (6781.210000 sec): 3 clusters
  Score: Raw -14359094.144037 + Penalty 5704.156886 = -14353389.987151
  nChanged 54
		SP:Iteration 32Q (6781.460000 sec): 3 clusters
  Score: Raw -14359127.129109 + Penalty 5704.156886 = -14353422.972223
  nChanged 49
		SP:Iteration 33Q (6781.710000 sec): 3 clusters
  Score: Raw -14359156.471294 + Penalty 5704.156886 = -14353452.314408
  nChanged 40
		SP:Iteration 34Q (6781.970000 sec): 3 clusters
  Score: Raw -14359175.880289 + Penalty 5704.156886 = -14353471.723403
  nChanged 34
		SP:Iteration 35Q (6782.220000 sec): 3 clusters
  Score: Raw -14359190.917102 + Penalty 5704.156886 = -14353486.760216
  nChanged 19
		SP:Iteration 36Q (6782.480000 sec): 3 clusters
  Score: Raw -14359200.068923 + Penalty 5704.156886 = -14353495.912037
  nChanged 18
		SP:Iteration 37Q (6782.730000 sec): 3 clusters
  Score: Raw -14359208.299898 + Penalty 5704.156886 = -14353504.143012
  nChanged 23
		SP:Iteration 38Q (6782.990000 sec): 3 clusters
  Score: Raw -14359218.569811 + Penalty 5704.156886 = -14353514.412925
  nChanged 17
		SP:Iteration 39Q (6783.240000 sec): 3 clusters
  Score: Raw -14359228.485401 + Penalty 5704.156886 = -14353524.328515
  nChanged 13
		SP:Iteration 40F (6783.590000 sec): 3 clusters
  Score: Raw -14359235.043760 + Penalty 5704.156886 = -14353530.886874
  nChanged 10
		SP:Iteration 41Q (6783.850000 sec): 3 clusters
  Score: Raw -14359239.962116 + Penalty 5704.156886 = -14353535.805230
  nChanged 7
		SP:Iteration 42Q (6784.100000 sec): 3 clusters
  Score: Raw -14359243.678200 + Penalty 5704.156886 = -14353539.521314
  nChanged 6
		SP:Iteration 43Q (6784.360000 sec): 3 clusters
  Score: Raw -14359246.560637 + Penalty 5704.156886 = -14353542.403751
  nChanged 4
		SP:Iteration 44Q (6784.610000 sec): 3 clusters
  Score: Raw -14359247.693260 + Penalty 5704.156886 = -14353543.536374
  nChanged 1
		SP:Iteration 45Q (6784.870000 sec): 3 clusters
  Score: Raw -14359247.858152 + Penalty 5704.156886 = -14353543.701266
  nChanged 0
		SP:Iteration 46F (6785.220000 sec): 3 clusters
  Score: Raw -14359247.858152 + Penalty 5704.156886 = -14353543.701266
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6785.350000 sec): 2 clusters
  Score: Raw -5603362.844415 + Penalty 2602.846611 = -5600759.997804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6785.490000 sec): 3 clusters
  Score: Raw -5581297.617493 + Penalty 5205.693221 = -5576091.924271
  nChanged 16528
		SP:Iteration 1F (6785.620000 sec): 3 clusters
  Score: Raw -5590261.423605 + Penalty 5205.693221 = -5585055.730384
  nChanged 1580
		SP:Iteration 2Q (6785.750000 sec): 3 clusters
  Score: Raw -5590739.403586 + Penalty 5205.693221 = -5585533.710365
  nChanged 1428
		SP:Iteration 3Q (6785.890000 sec): 3 clusters
  Score: Raw -5591179.747081 + Penalty 5205.693221 = -5585974.053860
  nChanged 1366
		SP:Iteration 4Q (6786.020000 sec): 3 clusters
  Score: Raw -5591576.775893 + Penalty 5205.693221 = -5586371.082672
  nChanged 1337
		SP:Iteration 5Q (6786.160000 sec): 3 clusters
  Score: Raw -5591990.059296 + Penalty 5205.693221 = -5586784.366075
  nChanged 1253
		SP:Iteration 6Q (6786.290000 sec): 3 clusters
  Score: Raw -5592385.598713 + Penalty 5205.693221 = -5587179.905492
  nChanged 1285
		SP:Iteration 7Q (6786.430000 sec): 3 clusters
  Score: Raw -5592804.129250 + Penalty 5205.693221 = -5587598.436028
  nChanged 1317
		SP:Iteration 8Q (6786.560000 sec): 3 clusters
  Score: Raw -5593302.638534 + Penalty 5205.693221 = -5588096.945313
  nChanged 1397
		SP:Iteration 9Q (6786.690000 sec): 3 clusters
  Score: Raw -5593956.151942 + Penalty 5205.693221 = -5588750.458721
  nChanged 1585
		SP:Iteration 10Q (6786.830000 sec): 3 clusters
  Score: Raw -5594776.723531 + Penalty 5205.693221 = -5589571.030310
  nChanged 1683
		SP:Iteration 11Q (6786.960000 sec): 3 clusters
  Score: Raw -5595792.112776 + Penalty 5205.693221 = -5590586.419555
  nChanged 1714
		SP:Iteration 12Q (6787.100000 sec): 3 clusters
  Score: Raw -5596950.799350 + Penalty 5205.693221 = -5591745.106129
  nChanged 1603
		SP:Iteration 13Q (6787.230000 sec): 3 clusters
  Score: Raw -5598009.950567 + Penalty 5205.693221 = -5592804.257346
  nChanged 1378
		SP:Iteration 14Q (6787.360000 sec): 3 clusters
  Score: Raw -5598815.761266 + Penalty 5205.693221 = -5593610.068045
  nChanged 1026
		SP:Iteration 15Q (6787.490000 sec): 3 clusters
  Score: Raw -5599357.897946 + Penalty 5205.693221 = -5594152.204724
  nChanged 850
		SP:Iteration 16Q (6787.610000 sec): 3 clusters
  Score: Raw -5599779.437576 + Penalty 5205.693221 = -5594573.744354
  nChanged 736
		SP:Iteration 17Q (6787.730000 sec): 3 clusters
  Score: Raw -5600122.485446 + Penalty 5205.693221 = -5594916.792225
  nChanged 673
		SP:Iteration 18Q (6787.840000 sec): 3 clusters
  Score: Raw -5600432.204287 + Penalty 5205.693221 = -5595226.511066
  nChanged 626
		SP:Iteration 19Q (6787.960000 sec): 3 clusters
  Score: Raw -5600723.390649 + Penalty 5205.693221 = -5595517.697428
  nChanged 611
		SP:Iteration 20F (6788.090000 sec): 3 clusters
  Score: Raw -5601001.419466 + Penalty 5205.693221 = -5595795.726244
  nChanged 529
		SP:Iteration 21Q (6788.190000 sec): 3 clusters
  Score: Raw -5601242.392955 + Penalty 5205.693221 = -5596036.699734
  nChanged 528
		SP:Iteration 22Q (6788.310000 sec): 3 clusters
  Score: Raw -5601502.700330 + Penalty 5205.693221 = -5596297.007109
  nChanged 500
		SP:Iteration 23Q (6788.410000 sec): 3 clusters
  Score: Raw -5601772.857242 + Penalty 5205.693221 = -5596567.164021
  nChanged 483
		SP:Iteration 24Q (6788.520000 sec): 3 clusters
  Score: Raw -5602054.380094 + Penalty 5205.693221 = -5596848.686873
  nChanged 482
		SP:Iteration 25Q (6788.620000 sec): 3 clusters
  Score: Raw -5602351.352170 + Penalty 5205.693221 = -5597145.658948
  nChanged 412
		SP:Iteration 26Q (6788.720000 sec): 3 clusters
  Score: Raw -5602624.573569 + Penalty 5205.693221 = -5597418.880348
  nChanged 365
		SP:Iteration 27Q (6788.820000 sec): 3 clusters
  Score: Raw -5602874.819032 + Penalty 5205.693221 = -5597669.125810
  nChanged 298
		SP:Iteration 28Q (6788.920000 sec): 3 clusters
  Score: Raw -5603075.182230 + Penalty 5205.693221 = -5597869.489009
  nChanged 240
		SP:Iteration 29Q (6789.020000 sec): 3 clusters
  Score: Raw -5603245.789249 + Penalty 5205.693221 = -5598040.096028
  nChanged 167
		SP:Iteration 30Q (6789.110000 sec): 3 clusters
  Score: Raw -5603353.359275 + Penalty 5205.693221 = -5598147.666054
  nChanged 118
		SP:Iteration 31Q (6789.210000 sec): 3 clusters
  Score: Raw -5603434.327403 + Penalty 5205.693221 = -5598228.634182
  nChanged 73
		SP:Iteration 32Q (6789.300000 sec): 3 clusters
  Score: Raw -5603477.765710 + Penalty 5205.693221 = -5598272.072489
  nChanged 57
		SP:Iteration 33Q (6789.400000 sec): 3 clusters
  Score: Raw -5603521.353498 + Penalty 5205.693221 = -5598315.660276
  nChanged 49
		SP:Iteration 34Q (6789.490000 sec): 3 clusters
  Score: Raw -5603565.220219 + Penalty 5205.693221 = -5598359.526997
  nChanged 27
		SP:Iteration 35Q (6789.590000 sec): 3 clusters
  Score: Raw -5603585.116348 + Penalty 5205.693221 = -5598379.423127
  nChanged 25
		SP:Iteration 36Q (6789.680000 sec): 3 clusters
  Score: Raw -5603606.136716 + Penalty 5205.693221 = -5598400.443495
  nChanged 28
		SP:Iteration 37Q (6789.770000 sec): 3 clusters
  Score: Raw -5603626.764386 + Penalty 5205.693221 = -5598421.071164
  nChanged 24
		SP:Iteration 38Q (6789.860000 sec): 3 clusters
  Score: Raw -5603645.093397 + Penalty 5205.693221 = -5598439.400176
  nChanged 14
		SP:Iteration 39Q (6789.950000 sec): 3 clusters
  Score: Raw -5603655.424558 + Penalty 5205.693221 = -5598449.731337
  nChanged 11
		SP:Iteration 40F (6790.080000 sec): 3 clusters
  Score: Raw -5603663.521202 + Penalty 5205.693221 = -5598457.827980
  nChanged 10
		SP:Iteration 41Q (6790.170000 sec): 3 clusters
  Score: Raw -5603671.232691 + Penalty 5205.693221 = -5598465.539470
  nChanged 10
		SP:Iteration 42Q (6790.270000 sec): 3 clusters
  Score: Raw -5603681.057557 + Penalty 5205.693221 = -5598475.364336
  nChanged 11
		SP:Iteration 43Q (6790.360000 sec): 3 clusters
  Score: Raw -5603690.655830 + Penalty 5205.693221 = -5598484.962609
  nChanged 8
		SP:Iteration 44Q (6790.450000 sec): 3 clusters
  Score: Raw -5603696.637420 + Penalty 5205.693221 = -5598490.944199
  nChanged 6
		SP:Iteration 45Q (6790.540000 sec): 3 clusters
  Score: Raw -5603701.242786 + Penalty 5205.693221 = -5598495.549565
  nChanged 2
		SP:Iteration 46Q (6790.630000 sec): 3 clusters
  Score: Raw -5603702.274572 + Penalty 5205.693221 = -5598496.581351
  nChanged 1
		SP:Iteration 47Q (6790.730000 sec): 3 clusters
  Score: Raw -5603703.495009 + Penalty 5205.693221 = -5598497.801788
  nChanged 4
		SP:Iteration 48Q (6790.810000 sec): 3 clusters
  Score: Raw -5603705.551551 + Penalty 5205.693221 = -5598499.858330
  nChanged 2
		SP:Iteration 49Q (6790.910000 sec): 3 clusters
  Score: Raw -5603706.432166 + Penalty 5205.693221 = -5598500.738945
  nChanged 2
		SP:Iteration 50Q (6791.000000 sec): 3 clusters
  Score: Raw -5603707.007473 + Penalty 5205.693221 = -5598501.314252
  nChanged 1
		SP:Iteration 51Q (6791.090000 sec): 3 clusters
  Score: Raw -5603708.085720 + Penalty 5205.693221 = -5598502.392499
  nChanged 1
		SP:Iteration 52Q (6791.180000 sec): 3 clusters
  Score: Raw -5603709.520490 + Penalty 5205.693221 = -5598503.827268
  nChanged 3
		SP:Iteration 53Q (6791.280000 sec): 3 clusters
  Score: Raw -5603713.782699 + Penalty 5205.693221 = -5598508.089478
  nChanged 1
		SP:Iteration 54Q (6791.370000 sec): 3 clusters
  Score: Raw -5603715.168984 + Penalty 5205.693221 = -5598509.475762
  nChanged 3
		SP:Iteration 55Q (6791.460000 sec): 3 clusters
  Score: Raw -5603717.948836 + Penalty 5205.693221 = -5598512.255615
  nChanged 4
		SP:Iteration 56Q (6791.550000 sec): 3 clusters
  Score: Raw -5603720.438225 + Penalty 5205.693221 = -5598514.745004
  nChanged 3
		SP:Iteration 57Q (6791.640000 sec): 3 clusters
  Score: Raw -5603723.100121 + Penalty 5205.693221 = -5598517.406899
  nChanged 4
		SP:Iteration 58Q (6791.730000 sec): 3 clusters
  Score: Raw -5603726.759819 + Penalty 5205.693221 = -5598521.066597
  nChanged 0
		SP:Iteration 59F (6791.860000 sec): 3 clusters
  Score: Raw -5603726.759819 + Penalty 5205.693221 = -5598521.066597
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6792.180000 sec): 2 clusters
  Score: Raw -14573736.013139 + Penalty 2851.849794 = -14570884.163345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6792.540000 sec): 3 clusters
  Score: Raw -14510673.941417 + Penalty 5703.699588 = -14504970.241829
  nChanged 46704
		SP:Iteration 1F (6792.910000 sec): 3 clusters
  Score: Raw -14536918.501620 + Penalty 5703.699588 = -14531214.802032
  nChanged 2965
		SP:Iteration 2Q (6793.280000 sec): 3 clusters
  Score: Raw -14537530.279475 + Penalty 5703.699588 = -14531826.579887
  nChanged 2919
		SP:Iteration 3Q (6793.660000 sec): 3 clusters
  Score: Raw -14538178.682952 + Penalty 5703.699588 = -14532474.983364
  nChanged 3039
		SP:Iteration 4Q (6794.030000 sec): 3 clusters
  Score: Raw -14538902.554430 + Penalty 5703.699588 = -14533198.854842
  nChanged 3219
		SP:Iteration 5Q (6794.400000 sec): 3 clusters
  Score: Raw -14539798.246654 + Penalty 5703.699588 = -14534094.547066
  nChanged 3708
		SP:Iteration 6Q (6794.770000 sec): 3 clusters
  Score: Raw -14541100.024013 + Penalty 5703.699588 = -14535396.324425
  nChanged 4608
		SP:Iteration 7Q (6795.140000 sec): 3 clusters
  Score: Raw -14543182.199749 + Penalty 5703.699588 = -14537478.500161
  nChanged 5645
		SP:Iteration 8F (6795.510000 sec): 3 clusters
  Score: Raw -14546400.209370 + Penalty 5703.699588 = -14540696.509782
  nChanged 6753
		SP:Iteration 9F (6795.870000 sec): 3 clusters
  Score: Raw -14551107.568297 + Penalty 5703.699588 = -14545403.868709
  nChanged 7327
		SP:Iteration 10F (6796.240000 sec): 3 clusters
  Score: Raw -14556995.512361 + Penalty 5703.699588 = -14551291.812773
  nChanged 6908
		SP:Iteration 11F (6796.600000 sec): 3 clusters
  Score: Raw -14562946.361360 + Penalty 5703.699588 = -14557242.661772
  nChanged 5352
		SP:Iteration 12F (6796.960000 sec): 3 clusters
  Score: Raw -14567653.880872 + Penalty 5703.699588 = -14561950.181284
  nChanged 3507
		SP:Iteration 13Q (6797.300000 sec): 3 clusters
  Score: Raw -14570726.335490 + Penalty 5703.699588 = -14565022.635902
  nChanged 1937
		SP:Iteration 14Q (6797.620000 sec): 3 clusters
  Score: Raw -14572376.495988 + Penalty 5703.699588 = -14566672.796400
  nChanged 1018
		SP:Iteration 15Q (6797.920000 sec): 3 clusters
  Score: Raw -14573177.877190 + Penalty 5703.699588 = -14567474.177602
  nChanged 557
		SP:Iteration 16Q (6798.200000 sec): 3 clusters
  Score: Raw -14573606.500942 + Penalty 5703.699588 = -14567902.801354
  nChanged 336
		SP:Iteration 17Q (6798.470000 sec): 3 clusters
  Score: Raw -14573843.625729 + Penalty 5703.699588 = -14568139.926141
  nChanged 195
		SP:Iteration 18Q (6798.730000 sec): 3 clusters
  Score: Raw -14573953.347122 + Penalty 5703.699588 = -14568249.647534
  nChanged 115
		SP:Iteration 19Q (6798.990000 sec): 3 clusters
  Score: Raw -14574013.709287 + Penalty 5703.699588 = -14568310.009699
  nChanged 72
		SP:Iteration 20F (6799.340000 sec): 3 clusters
  Score: Raw -14574050.251879 + Penalty 5703.699588 = -14568346.552291
  nChanged 49
		SP:Iteration 21Q (6799.600000 sec): 3 clusters
  Score: Raw -14574078.681782 + Penalty 5703.699588 = -14568374.982194
  nChanged 44
		SP:Iteration 22Q (6799.860000 sec): 3 clusters
  Score: Raw -14574106.366953 + Penalty 5703.699588 = -14568402.667365
  nChanged 35
		SP:Iteration 23Q (6800.120000 sec): 3 clusters
  Score: Raw -14574126.768344 + Penalty 5703.699588 = -14568423.068756
  nChanged 25
		SP:Iteration 24Q (6800.370000 sec): 3 clusters
  Score: Raw -14574139.139486 + Penalty 5703.699588 = -14568435.439898
  nChanged 18
		SP:Iteration 25Q (6800.630000 sec): 3 clusters
  Score: Raw -14574150.921222 + Penalty 5703.699588 = -14568447.221634
  nChanged 18
		SP:Iteration 26Q (6800.880000 sec): 3 clusters
  Score: Raw -14574161.661284 + Penalty 5703.699588 = -14568457.961696
  nChanged 20
		SP:Iteration 27Q (6801.140000 sec): 3 clusters
  Score: Raw -14574174.344706 + Penalty 5703.699588 = -14568470.645118
  nChanged 21
		SP:Iteration 28Q (6801.400000 sec): 3 clusters
  Score: Raw -14574186.672396 + Penalty 5703.699588 = -14568482.972808
  nChanged 18
		SP:Iteration 29Q (6801.650000 sec): 3 clusters
  Score: Raw -14574195.866740 + Penalty 5703.699588 = -14568492.167152
  nChanged 9
		SP:Iteration 30Q (6801.900000 sec): 3 clusters
  Score: Raw -14574201.418256 + Penalty 5703.699588 = -14568497.718668
  nChanged 9
		SP:Iteration 31Q (6802.160000 sec): 3 clusters
  Score: Raw -14574206.715338 + Penalty 5703.699588 = -14568503.015750
  nChanged 7
		SP:Iteration 32Q (6802.410000 sec): 3 clusters
  Score: Raw -14574209.670813 + Penalty 5703.699588 = -14568505.971225
  nChanged 4
		SP:Iteration 33Q (6802.660000 sec): 3 clusters
  Score: Raw -14574211.385785 + Penalty 5703.699588 = -14568507.686197
  nChanged 1
		SP:Iteration 34Q (6802.920000 sec): 3 clusters
  Score: Raw -14574211.586340 + Penalty 5703.699588 = -14568507.886752
  nChanged 2
		SP:Iteration 35Q (6803.170000 sec): 3 clusters
  Score: Raw -14574212.553307 + Penalty 5703.699588 = -14568508.853719
  nChanged 7
		SP:Iteration 36Q (6803.420000 sec): 3 clusters
  Score: Raw -14574216.921909 + Penalty 5703.699588 = -14568513.222321
  nChanged 5
		SP:Iteration 37Q (6803.680000 sec): 3 clusters
  Score: Raw -14574220.513047 + Penalty 5703.699588 = -14568516.813459
  nChanged 9
		SP:Iteration 38Q (6803.930000 sec): 3 clusters
  Score: Raw -14574227.506316 + Penalty 5703.699588 = -14568523.806728
  nChanged 7
		SP:Iteration 39Q (6804.180000 sec): 3 clusters
  Score: Raw -14574232.200426 + Penalty 5703.699588 = -14568528.500838
  nChanged 9
		SP:Iteration 40F (6804.540000 sec): 3 clusters
  Score: Raw -14574238.357264 + Penalty 5703.699588 = -14568534.657676
  nChanged 11
		SP:Iteration 41Q (6804.800000 sec): 3 clusters
  Score: Raw -14574244.296649 + Penalty 5703.699588 = -14568540.597060
  nChanged 8
		SP:Iteration 42Q (6805.050000 sec): 3 clusters
  Score: Raw -14574248.601186 + Penalty 5703.699588 = -14568544.901598
  nChanged 5
		SP:Iteration 43Q (6805.300000 sec): 3 clusters
  Score: Raw -14574251.444584 + Penalty 5703.699588 = -14568547.744996
  nChanged 4
		SP:Iteration 44Q (6805.560000 sec): 3 clusters
  Score: Raw -14574252.981459 + Penalty 5703.699588 = -14568549.281870
  nChanged 3
		SP:Iteration 45Q (6805.810000 sec): 3 clusters
  Score: Raw -14574254.611907 + Penalty 5703.699588 = -14568550.912318
  nChanged 2
		SP:Iteration 46Q (6806.060000 sec): 3 clusters
  Score: Raw -14574255.415946 + Penalty 5703.699588 = -14568551.716358
  nChanged 0
		SP:Iteration 47F (6806.420000 sec): 3 clusters
  Score: Raw -14574255.415946 + Penalty 5703.699588 = -14568551.716358
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6806.460000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6806.460000 sec): 3 clusters
  Score: Raw -22194.248719 + Penalty 2547.356025 = -19646.892694
  nChanged 11
		SP:Iteration 1F (6806.460000 sec): 3 clusters
  Score: Raw -22258.536074 + Penalty 2547.356025 = -19711.180049
  nChanged 2
		SP:Iteration 2Q (6806.460000 sec): 3 clusters
  Score: Raw -22274.165167 + Penalty 2547.356025 = -19726.809142
  nChanged 2
		SP:Iteration 3Q (6806.460000 sec): 3 clusters
  Score: Raw -22289.870673 + Penalty 2547.356025 = -19742.514648
  nChanged 1
		SP:Iteration 4Q (6806.460000 sec): 3 clusters
  Score: Raw -22297.699492 + Penalty 2547.356025 = -19750.343467
  nChanged 0
		SP:Iteration 5F (6806.460000 sec): 3 clusters
  Score: Raw -22297.699492 + Penalty 2547.356025 = -19750.343467
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6806.630000 sec): 2 clusters
  Score: Raw -7501035.638050 + Penalty 2688.595070 = -7498347.042979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6806.820000 sec): 3 clusters
  Score: Raw -7469264.131559 + Penalty 5377.190141 = -7463886.941419
  nChanged 23704
		SP:Iteration 1F (6807.010000 sec): 3 clusters
  Score: Raw -7482231.490088 + Penalty 5377.190141 = -7476854.299948
  nChanged 1892
		SP:Iteration 2Q (6807.210000 sec): 3 clusters
  Score: Raw -7482743.464461 + Penalty 5377.190141 = -7477366.274321
  nChanged 1824
		SP:Iteration 3Q (6807.400000 sec): 3 clusters
  Score: Raw -7483283.130859 + Penalty 5377.190141 = -7477905.940718
  nChanged 1881
		SP:Iteration 4Q (6807.590000 sec): 3 clusters
  Score: Raw -7483932.315411 + Penalty 5377.190141 = -7478555.125270
  nChanged 2106
		SP:Iteration 5Q (6807.780000 sec): 3 clusters
  Score: Raw -7484742.243937 + Penalty 5377.190141 = -7479365.053796
  nChanged 2288
		SP:Iteration 6Q (6807.970000 sec): 3 clusters
  Score: Raw -7485727.995584 + Penalty 5377.190141 = -7480350.805443
  nChanged 2415
		SP:Iteration 7Q (6808.160000 sec): 3 clusters
  Score: Raw -7486877.804930 + Penalty 5377.190141 = -7481500.614789
  nChanged 2480
		SP:Iteration 8Q (6808.360000 sec): 3 clusters
  Score: Raw -7488160.069664 + Penalty 5377.190141 = -7482782.879523
  nChanged 2552
		SP:Iteration 9Q (6808.540000 sec): 3 clusters
  Score: Raw -7489483.707014 + Penalty 5377.190141 = -7484106.516873
  nChanged 2477
		SP:Iteration 10Q (6808.740000 sec): 3 clusters
  Score: Raw -7490754.563598 + Penalty 5377.190141 = -7485377.373458
  nChanged 2230
		SP:Iteration 11Q (6808.920000 sec): 3 clusters
  Score: Raw -7491843.959350 + Penalty 5377.190141 = -7486466.769209
  nChanged 2067
		SP:Iteration 12Q (6809.110000 sec): 3 clusters
  Score: Raw -7492811.868802 + Penalty 5377.190141 = -7487434.678661
  nChanged 1941
		SP:Iteration 13Q (6809.300000 sec): 3 clusters
  Score: Raw -7493730.234577 + Penalty 5377.190141 = -7488353.044436
  nChanged 1991
		SP:Iteration 14Q (6809.480000 sec): 3 clusters
  Score: Raw -7494689.537806 + Penalty 5377.190141 = -7489312.347665
  nChanged 1929
		SP:Iteration 15Q (6809.660000 sec): 3 clusters
  Score: Raw -7495651.908550 + Penalty 5377.190141 = -7490274.718409
  nChanged 1955
		SP:Iteration 16Q (6809.840000 sec): 3 clusters
  Score: Raw -7496671.851975 + Penalty 5377.190141 = -7491294.661834
  nChanged 1855
		SP:Iteration 17Q (6810.010000 sec): 3 clusters
  Score: Raw -7497660.228744 + Penalty 5377.190141 = -7492283.038603
  nChanged 1607
		SP:Iteration 18Q (6810.180000 sec): 3 clusters
  Score: Raw -7498517.238520 + Penalty 5377.190141 = -7493140.048379
  nChanged 1351
		SP:Iteration 19Q (6810.340000 sec): 3 clusters
  Score: Raw -7499242.288514 + Penalty 5377.190141 = -7493865.098373
  nChanged 1077
		SP:Iteration 20F (6810.530000 sec): 3 clusters
  Score: Raw -7499789.595804 + Penalty 5377.190141 = -7494412.405663
  nChanged 820
		SP:Iteration 21Q (6810.680000 sec): 3 clusters
  Score: Raw -7500192.389483 + Penalty 5377.190141 = -7494815.199342
  nChanged 608
		SP:Iteration 22Q (6810.830000 sec): 3 clusters
  Score: Raw -7500500.910959 + Penalty 5377.190141 = -7495123.720818
  nChanged 454
		SP:Iteration 23Q (6810.980000 sec): 3 clusters
  Score: Raw -7500724.201173 + Penalty 5377.190141 = -7495347.011032
  nChanged 320
		SP:Iteration 24Q (6811.120000 sec): 3 clusters
  Score: Raw -7500889.739657 + Penalty 5377.190141 = -7495512.549516
  nChanged 256
		SP:Iteration 25Q (6811.260000 sec): 3 clusters
  Score: Raw -7501017.728594 + Penalty 5377.190141 = -7495640.538453
  nChanged 195
		SP:Iteration 26Q (6811.400000 sec): 3 clusters
  Score: Raw -7501114.228248 + Penalty 5377.190141 = -7495737.038107
  nChanged 150
		SP:Iteration 27Q (6811.540000 sec): 3 clusters
  Score: Raw -7501192.588386 + Penalty 5377.190141 = -7495815.398245
  nChanged 113
		SP:Iteration 28Q (6811.680000 sec): 3 clusters
  Score: Raw -7501256.240066 + Penalty 5377.190141 = -7495879.049925
  nChanged 95
		SP:Iteration 29Q (6811.820000 sec): 3 clusters
  Score: Raw -7501306.332636 + Penalty 5377.190141 = -7495929.142495
  nChanged 72
		SP:Iteration 30Q (6811.950000 sec): 3 clusters
  Score: Raw -7501346.692690 + Penalty 5377.190141 = -7495969.502549
  nChanged 68
		SP:Iteration 31Q (6812.090000 sec): 3 clusters
  Score: Raw -7501384.246636 + Penalty 5377.190141 = -7496007.056495
  nChanged 47
		SP:Iteration 32Q (6812.220000 sec): 3 clusters
  Score: Raw -7501406.893374 + Penalty 5377.190141 = -7496029.703233
  nChanged 36
		SP:Iteration 33Q (6812.360000 sec): 3 clusters
  Score: Raw -7501426.362364 + Penalty 5377.190141 = -7496049.172223
  nChanged 29
		SP:Iteration 34Q (6812.490000 sec): 3 clusters
  Score: Raw -7501441.138489 + Penalty 5377.190141 = -7496063.948348
  nChanged 31
		SP:Iteration 35Q (6812.630000 sec): 3 clusters
  Score: Raw -7501455.093249 + Penalty 5377.190141 = -7496077.903108
  nChanged 26
		SP:Iteration 36Q (6812.760000 sec): 3 clusters
  Score: Raw -7501467.634327 + Penalty 5377.190141 = -7496090.444186
  nChanged 19
		SP:Iteration 37Q (6812.900000 sec): 3 clusters
  Score: Raw -7501477.543772 + Penalty 5377.190141 = -7496100.353631
  nChanged 21
		SP:Iteration 38Q (6813.030000 sec): 3 clusters
  Score: Raw -7501489.525678 + Penalty 5377.190141 = -7496112.335537
  nChanged 25
		SP:Iteration 39Q (6813.160000 sec): 3 clusters
  Score: Raw -7501503.701750 + Penalty 5377.190141 = -7496126.511609
  nChanged 19
		SP:Iteration 40F (6813.340000 sec): 3 clusters
  Score: Raw -7501510.863273 + Penalty 5377.190141 = -7496133.673132
  nChanged 10
		SP:Iteration 41Q (6813.480000 sec): 3 clusters
  Score: Raw -7501514.875132 + Penalty 5377.190141 = -7496137.684991
  nChanged 7
		SP:Iteration 42Q (6813.610000 sec): 3 clusters
  Score: Raw -7501517.255960 + Penalty 5377.190141 = -7496140.065819
  nChanged 8
		SP:Iteration 43Q (6813.740000 sec): 3 clusters
  Score: Raw -7501520.574535 + Penalty 5377.190141 = -7496143.384394
  nChanged 5
		SP:Iteration 44Q (6813.880000 sec): 3 clusters
  Score: Raw -7501523.203168 + Penalty 5377.190141 = -7496146.013027
  nChanged 6
		SP:Iteration 45Q (6814.010000 sec): 3 clusters
  Score: Raw -7501526.304659 + Penalty 5377.190141 = -7496149.114518
  nChanged 7
		SP:Iteration 46Q (6814.140000 sec): 3 clusters
  Score: Raw -7501529.618687 + Penalty 5377.190141 = -7496152.428546
  nChanged 6
		SP:Iteration 47Q (6814.280000 sec): 3 clusters
  Score: Raw -7501531.958808 + Penalty 5377.190141 = -7496154.768667
  nChanged 3
		SP:Iteration 48Q (6814.420000 sec): 3 clusters
  Score: Raw -7501532.974936 + Penalty 5377.190141 = -7496155.784795
  nChanged 4
		SP:Iteration 49Q (6814.550000 sec): 3 clusters
  Score: Raw -7501534.570816 + Penalty 5377.190141 = -7496157.380675
  nChanged 1
		SP:Iteration 50Q (6814.680000 sec): 3 clusters
  Score: Raw -7501535.051844 + Penalty 5377.190141 = -7496157.861703
  nChanged 1
		SP:Iteration 51Q (6814.810000 sec): 3 clusters
  Score: Raw -7501535.417703 + Penalty 5377.190141 = -7496158.227562
  nChanged 0
		SP:Iteration 52F (6815.000000 sec): 3 clusters
  Score: Raw -7501535.417703 + Penalty 5377.190141 = -7496158.227562
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6815.020000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6815.020000 sec): 3 clusters
  Score: Raw -76072.231751 + Penalty 3043.240186 = -73028.991565
  nChanged 119
		SP:Iteration 1F (6815.020000 sec): 3 clusters
  Score: Raw -76373.076442 + Penalty 3043.240186 = -73329.836256
  nChanged 52
		SP:Iteration 2F (6815.020000 sec): 3 clusters
  Score: Raw -76585.340447 + Penalty 3043.240186 = -73542.100261
  nChanged 36
		SP:Iteration 3F (6815.030000 sec): 3 clusters
  Score: Raw -76749.220912 + Penalty 3043.240186 = -73705.980726
  nChanged 13
		SP:Iteration 4Q (6815.030000 sec): 3 clusters
  Score: Raw -76811.341347 + Penalty 3043.240186 = -73768.101161
  nChanged 2
		SP:Iteration 5Q (6815.030000 sec): 3 clusters
  Score: Raw -76822.668545 + Penalty 3043.240186 = -73779.428359
  nChanged 1
		SP:Iteration 6Q (6815.030000 sec): 3 clusters
  Score: Raw -76832.245035 + Penalty 3043.240186 = -73789.004849
  nChanged 1
		SP:Iteration 7Q (6815.030000 sec): 3 clusters
  Score: Raw -76843.302475 + Penalty 3043.240186 = -73800.062289
  nChanged 2
		SP:Iteration 8Q (6815.030000 sec): 3 clusters
  Score: Raw -76858.296595 + Penalty 3043.240186 = -73815.056409
  nChanged 1
		SP:Iteration 9Q (6815.040000 sec): 3 clusters
  Score: Raw -76862.466949 + Penalty 3043.240186 = -73819.226763
  nChanged 1
		SP:Iteration 10Q (6815.040000 sec): 3 clusters
  Score: Raw -76864.291603 + Penalty 3043.240186 = -73821.051417
  nChanged 0
		SP:Iteration 11F (6815.040000 sec): 3 clusters
  Score: Raw -76864.291603 + Penalty 3043.240186 = -73821.051417
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6815.040000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6815.040000 sec): 3 clusters
  Score: Raw -68267.426771 + Penalty 3055.958832 = -65211.467939
  nChanged 75
		SP:Iteration 1F (6815.040000 sec): 3 clusters
  Score: Raw -68403.500674 + Penalty 3055.958832 = -65347.541842
  nChanged 18
		SP:Iteration 2Q (6815.050000 sec): 3 clusters
  Score: Raw -68448.791101 + Penalty 3055.958832 = -65392.832269
  nChanged 9
		SP:Iteration 3Q (6815.050000 sec): 3 clusters
  Score: Raw -68475.541078 + Penalty 3055.958832 = -65419.582246
  nChanged 8
		SP:Iteration 4Q (6815.050000 sec): 3 clusters
  Score: Raw -68500.355932 + Penalty 3055.958832 = -65444.397101
  nChanged 4
		SP:Iteration 5Q (6815.050000 sec): 3 clusters
  Score: Raw -68509.814912 + Penalty 3055.958832 = -65453.856081
  nChanged 0
		SP:Iteration 6F (6815.060000 sec): 3 clusters
  Score: Raw -68509.814912 + Penalty 3055.958832 = -65453.856081
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (268463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6815.940000 sec): 2 clusters
  Score: Raw -39726690.479392 + Penalty 3100.116158 = -39723590.363233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6816.940000 sec): 3 clusters
  Score: Raw -39549025.115037 + Penalty 6200.232317 = -39542824.882720
  nChanged 130098
		SP:Iteration 1F (6817.930000 sec): 3 clusters
  Score: Raw -39625461.695617 + Penalty 6200.232317 = -39619261.463300
  nChanged 6062
		SP:Iteration 2Q (6818.940000 sec): 3 clusters
  Score: Raw -39626411.481323 + Penalty 6200.232317 = -39620211.249007
  nChanged 6172
		SP:Iteration 3Q (6819.940000 sec): 3 clusters
  Score: Raw -39627443.892669 + Penalty 6200.232317 = -39621243.660352
  nChanged 6395
		SP:Iteration 4Q (6820.950000 sec): 3 clusters
  Score: Raw -39628626.541433 + Penalty 6200.232317 = -39622426.309116
  nChanged 6931
		SP:Iteration 5Q (6821.960000 sec): 3 clusters
  Score: Raw -39630173.714692 + Penalty 6200.232317 = -39623973.482376
  nChanged 8154
		SP:Iteration 6Q (6822.980000 sec): 3 clusters
  Score: Raw -39632423.641772 + Penalty 6200.232317 = -39626223.409455
  nChanged 9919
		SP:Iteration 7Q (6823.980000 sec): 3 clusters
  Score: Raw -39635920.665542 + Penalty 6200.232317 = -39629720.433225
  nChanged 12294
		SP:Iteration 8Q (6824.990000 sec): 3 clusters
  Score: Raw -39641681.124938 + Penalty 6200.232317 = -39635480.892621
  nChanged 15438
		SP:Iteration 9F (6825.980000 sec): 3 clusters
  Score: Raw -39651132.614253 + Penalty 6200.232317 = -39644932.381937
  nChanged 18175
		SP:Iteration 10F (6826.980000 sec): 3 clusters
  Score: Raw -39664835.350464 + Penalty 6200.232317 = -39658635.118147
  nChanged 18204
		SP:Iteration 11F (6827.970000 sec): 3 clusters
  Score: Raw -39680133.579628 + Penalty 6200.232317 = -39673933.347311
  nChanged 15266
		SP:Iteration 12F (6828.960000 sec): 3 clusters
  Score: Raw -39692907.627129 + Penalty 6200.232317 = -39686707.394812
  nChanged 11367
		SP:Iteration 13Q (6829.890000 sec): 3 clusters
  Score: Raw -39702186.959598 + Penalty 6200.232317 = -39695986.727281
  nChanged 8111
		SP:Iteration 14Q (6830.770000 sec): 3 clusters
  Score: Raw -39708332.284670 + Penalty 6200.232317 = -39702132.052353
  nChanged 5875
		SP:Iteration 15Q (6831.590000 sec): 3 clusters
  Score: Raw -39712575.479277 + Penalty 6200.232317 = -39706375.246960
  nChanged 4478
		SP:Iteration 16Q (6832.380000 sec): 3 clusters
  Score: Raw -39715851.842001 + Penalty 6200.232317 = -39709651.609684
  nChanged 3517
		SP:Iteration 17Q (6833.140000 sec): 3 clusters
  Score: Raw -39718434.119285 + Penalty 6200.232317 = -39712233.886968
  nChanged 2715
		SP:Iteration 18Q (6833.890000 sec): 3 clusters
  Score: Raw -39720445.896875 + Penalty 6200.232317 = -39714245.664558
  nChanged 2116
		SP:Iteration 19Q (6834.620000 sec): 3 clusters
  Score: Raw -39722021.332588 + Penalty 6200.232317 = -39715821.100271
  nChanged 1670
		SP:Iteration 20F (6835.600000 sec): 3 clusters
  Score: Raw -39723179.834892 + Penalty 6200.232317 = -39716979.602575
  nChanged 1337
		SP:Iteration 21Q (6836.310000 sec): 3 clusters
  Score: Raw -39724050.556797 + Penalty 6200.232317 = -39717850.324480
  nChanged 1038
		SP:Iteration 22Q (6837.000000 sec): 3 clusters
  Score: Raw -39724678.972628 + Penalty 6200.232317 = -39718478.740311
  nChanged 821
		SP:Iteration 23Q (6837.700000 sec): 3 clusters
  Score: Raw -39725139.581022 + Penalty 6200.232317 = -39718939.348705
  nChanged 674
		SP:Iteration 24Q (6838.390000 sec): 3 clusters
  Score: Raw -39725472.764407 + Penalty 6200.232317 = -39719272.532090
  nChanged 545
		SP:Iteration 25Q (6839.080000 sec): 3 clusters
  Score: Raw -39725727.799939 + Penalty 6200.232317 = -39719527.567622
  nChanged 461
		SP:Iteration 26Q (6839.760000 sec): 3 clusters
  Score: Raw -39725931.209442 + Penalty 6200.232317 = -39719730.977125
  nChanged 388
		SP:Iteration 27Q (6840.450000 sec): 3 clusters
  Score: Raw -39726096.027583 + Penalty 6200.232317 = -39719895.795266
  nChanged 330
		SP:Iteration 28Q (6841.130000 sec): 3 clusters
  Score: Raw -39726235.448596 + Penalty 6200.232317 = -39720035.216279
  nChanged 298
		SP:Iteration 29Q (6841.810000 sec): 3 clusters
  Score: Raw -39726351.205856 + Penalty 6200.232317 = -39720150.973539
  nChanged 241
		SP:Iteration 30Q (6842.490000 sec): 3 clusters
  Score: Raw -39726440.236750 + Penalty 6200.232317 = -39720240.004433
  nChanged 215
		SP:Iteration 31Q (6843.180000 sec): 3 clusters
  Score: Raw -39726518.949241 + Penalty 6200.232317 = -39720318.716924
  nChanged 191
		SP:Iteration 32Q (6843.860000 sec): 3 clusters
  Score: Raw -39726594.742494 + Penalty 6200.232317 = -39720394.510177
  nChanged 168
		SP:Iteration 33Q (6844.540000 sec): 3 clusters
  Score: Raw -39726662.170975 + Penalty 6200.232317 = -39720461.938658
  nChanged 146
		SP:Iteration 34Q (6845.220000 sec): 3 clusters
  Score: Raw -39726713.767073 + Penalty 6200.232317 = -39720513.534756
  nChanged 117
		SP:Iteration 35Q (6845.900000 sec): 3 clusters
  Score: Raw -39726758.342197 + Penalty 6200.232317 = -39720558.109880
  nChanged 106
		SP:Iteration 36Q (6846.580000 sec): 3 clusters
  Score: Raw -39726791.484706 + Penalty 6200.232317 = -39720591.252389
  nChanged 96
		SP:Iteration 37Q (6847.250000 sec): 3 clusters
  Score: Raw -39726820.860802 + Penalty 6200.232317 = -39720620.628485
  nChanged 84
		SP:Iteration 38Q (6847.930000 sec): 3 clusters
  Score: Raw -39726847.220063 + Penalty 6200.232317 = -39720646.987746
  nChanged 74
		SP:Iteration 39Q (6848.610000 sec): 3 clusters
  Score: Raw -39726868.913640 + Penalty 6200.232317 = -39720668.681323
  nChanged 55
		SP:Iteration 40F (6849.590000 sec): 3 clusters
  Score: Raw -39726888.174547 + Penalty 6200.232317 = -39720687.942231
  nChanged 65
		SP:Iteration 41Q (6850.270000 sec): 3 clusters
  Score: Raw -39726910.136509 + Penalty 6200.232317 = -39720709.904192
  nChanged 60
		SP:Iteration 42Q (6850.950000 sec): 3 clusters
  Score: Raw -39726928.918025 + Penalty 6200.232317 = -39720728.685708
  nChanged 43
		SP:Iteration 43Q (6851.620000 sec): 3 clusters
  Score: Raw -39726942.922477 + Penalty 6200.232317 = -39720742.690160
  nChanged 32
		SP:Iteration 44Q (6852.300000 sec): 3 clusters
  Score: Raw -39726954.529413 + Penalty 6200.232317 = -39720754.297096
  nChanged 34
		SP:Iteration 45Q (6852.980000 sec): 3 clusters
  Score: Raw -39726965.246370 + Penalty 6200.232317 = -39720765.014053
  nChanged 26
		SP:Iteration 46Q (6853.650000 sec): 3 clusters
  Score: Raw -39726973.724734 + Penalty 6200.232317 = -39720773.492417
  nChanged 22
		SP:Iteration 47Q (6854.330000 sec): 3 clusters
  Score: Raw -39726980.352732 + Penalty 6200.232317 = -39720780.120416
  nChanged 24
		SP:Iteration 48Q (6855.010000 sec): 3 clusters
  Score: Raw -39726989.020631 + Penalty 6200.232317 = -39720788.788315
  nChanged 22
		SP:Iteration 49Q (6855.680000 sec): 3 clusters
  Score: Raw -39726997.467900 + Penalty 6200.232317 = -39720797.235583
  nChanged 27
		SP:Iteration 50Q (6856.360000 sec): 3 clusters
  Score: Raw -39727008.022483 + Penalty 6200.232317 = -39720807.790167
  nChanged 27
		SP:Iteration 51Q (6857.030000 sec): 3 clusters
  Score: Raw -39727017.333641 + Penalty 6200.232317 = -39720817.101324
  nChanged 29
		SP:Iteration 52Q (6857.710000 sec): 3 clusters
  Score: Raw -39727027.675303 + Penalty 6200.232317 = -39720827.442986
  nChanged 28
		SP:Iteration 53Q (6858.380000 sec): 3 clusters
  Score: Raw -39727036.783221 + Penalty 6200.232317 = -39720836.550905
  nChanged 31
		SP:Iteration 54Q (6859.060000 sec): 3 clusters
  Score: Raw -39727047.196782 + Penalty 6200.232317 = -39720846.964465
  nChanged 17
		SP:Iteration 55Q (6859.730000 sec): 3 clusters
  Score: Raw -39727054.453565 + Penalty 6200.232317 = -39720854.221249
  nChanged 19
		SP:Iteration 56Q (6860.400000 sec): 3 clusters
  Score: Raw -39727062.490011 + Penalty 6200.232317 = -39720862.257694
  nChanged 22
		SP:Iteration 57Q (6861.080000 sec): 3 clusters
  Score: Raw -39727070.858122 + Penalty 6200.232317 = -39720870.625805
  nChanged 25
		SP:Iteration 58Q (6861.760000 sec): 3 clusters
  Score: Raw -39727080.824281 + Penalty 6200.232317 = -39720880.591964
  nChanged 21
		SP:Iteration 59Q (6862.440000 sec): 3 clusters
  Score: Raw -39727086.656731 + Penalty 6200.232317 = -39720886.424414
  nChanged 14
		SP:Iteration 60F (6863.400000 sec): 3 clusters
  Score: Raw -39727090.561587 + Penalty 6200.232317 = -39720890.329271
  nChanged 8
		SP:Iteration 61Q (6864.080000 sec): 3 clusters
  Score: Raw -39727092.921351 + Penalty 6200.232317 = -39720892.689034
  nChanged 8
		SP:Iteration 62Q (6864.760000 sec): 3 clusters
  Score: Raw -39727095.364651 + Penalty 6200.232317 = -39720895.132334
  nChanged 6
		SP:Iteration 63Q (6865.440000 sec): 3 clusters
  Score: Raw -39727097.216116 + Penalty 6200.232317 = -39720896.983799
  nChanged 5
		SP:Iteration 64Q (6866.110000 sec): 3 clusters
  Score: Raw -39727098.935540 + Penalty 6200.232317 = -39720898.703223
  nChanged 4
		SP:Iteration 65Q (6866.790000 sec): 3 clusters
  Score: Raw -39727099.881151 + Penalty 6200.232317 = -39720899.648834
  nChanged 3
		SP:Iteration 66Q (6867.460000 sec): 3 clusters
  Score: Raw -39727100.782555 + Penalty 6200.232317 = -39720900.550238
  nChanged 7
		SP:Iteration 67Q (6868.140000 sec): 3 clusters
  Score: Raw -39727103.603011 + Penalty 6200.232317 = -39720903.370694
  nChanged 11
		SP:Iteration 68Q (6868.810000 sec): 3 clusters
  Score: Raw -39727106.515259 + Penalty 6200.232317 = -39720906.282942
  nChanged 7
		SP:Iteration 69Q (6869.480000 sec): 3 clusters
  Score: Raw -39727108.146641 + Penalty 6200.232317 = -39720907.914324
  nChanged 4
		SP:Iteration 70Q (6870.160000 sec): 3 clusters
  Score: Raw -39727109.295277 + Penalty 6200.232317 = -39720909.062960
  nChanged 5
		SP:Iteration 71Q (6870.830000 sec): 3 clusters
  Score: Raw -39727110.686940 + Penalty 6200.232317 = -39720910.454623
  nChanged 1
		SP:Iteration 72Q (6871.510000 sec): 3 clusters
  Score: Raw -39727111.032000 + Penalty 6200.232317 = -39720910.799684
  nChanged 2
		SP:Iteration 73Q (6872.180000 sec): 3 clusters
  Score: Raw -39727111.339707 + Penalty 6200.232317 = -39720911.107391
  nChanged 1
		SP:Iteration 74Q (6872.860000 sec): 3 clusters
  Score: Raw -39727111.633878 + Penalty 6200.232317 = -39720911.401561
  nChanged 2
		SP:Iteration 75Q (6873.540000 sec): 3 clusters
  Score: Raw -39727112.184277 + Penalty 6200.232317 = -39720911.951960
  nChanged 1
		SP:Iteration 76Q (6874.210000 sec): 3 clusters
  Score: Raw -39727112.415224 + Penalty 6200.232317 = -39720912.182907
  nChanged 0
		SP:Iteration 77F (6875.180000 sec): 3 clusters
  Score: Raw -39727112.415224 + Penalty 6200.232317 = -39720912.182907
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33593 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6875.360000 sec): 2 clusters
  Score: Raw -5134675.926099 + Penalty 2584.674102 = -5132091.251997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6875.490000 sec): 3 clusters
  Score: Raw -5114275.923154 + Penalty 5169.348203 = -5109106.574951
  nChanged 15213
		SP:Iteration 1F (6875.610000 sec): 3 clusters
  Score: Raw -5122587.637729 + Penalty 5169.348203 = -5117418.289526
  nChanged 1432
		SP:Iteration 2Q (6875.740000 sec): 3 clusters
  Score: Raw -5122958.181175 + Penalty 5169.348203 = -5117788.832972
  nChanged 1171
		SP:Iteration 3Q (6875.860000 sec): 3 clusters
  Score: Raw -5123249.098348 + Penalty 5169.348203 = -5118079.750144
  nChanged 1051
		SP:Iteration 4Q (6875.990000 sec): 3 clusters
  Score: Raw -5123508.951716 + Penalty 5169.348203 = -5118339.603512
  nChanged 949
		SP:Iteration 5Q (6876.110000 sec): 3 clusters
  Score: Raw -5123731.237329 + Penalty 5169.348203 = -5118561.889126
  nChanged 902
		SP:Iteration 6Q (6876.240000 sec): 3 clusters
  Score: Raw -5123961.399640 + Penalty 5169.348203 = -5118792.051437
  nChanged 914
		SP:Iteration 7Q (6876.360000 sec): 3 clusters
  Score: Raw -5124232.827802 + Penalty 5169.348203 = -5119063.479598
  nChanged 1017
		SP:Iteration 8Q (6876.490000 sec): 3 clusters
  Score: Raw -5124599.488674 + Penalty 5169.348203 = -5119430.140471
  nChanged 1281
		SP:Iteration 9Q (6876.620000 sec): 3 clusters
  Score: Raw -5125193.094130 + Penalty 5169.348203 = -5120023.745927
  nChanged 1705
		SP:Iteration 10F (6876.740000 sec): 3 clusters
  Score: Raw -5126194.567570 + Penalty 5169.348203 = -5121025.219367
  nChanged 2107
		SP:Iteration 11F (6876.860000 sec): 3 clusters
  Score: Raw -5127688.384783 + Penalty 5169.348203 = -5122519.036580
  nChanged 2340
		SP:Iteration 12F (6876.980000 sec): 3 clusters
  Score: Raw -5129631.991283 + Penalty 5169.348203 = -5124462.643079
  nChanged 2225
		SP:Iteration 13F (6877.110000 sec): 3 clusters
  Score: Raw -5131671.924756 + Penalty 5169.348203 = -5126502.576553
  nChanged 1681
		SP:Iteration 14F (6877.230000 sec): 3 clusters
  Score: Raw -5133250.598599 + Penalty 5169.348203 = -5128081.250396
  nChanged 946
		SP:Iteration 15Q (6877.340000 sec): 3 clusters
  Score: Raw -5134125.144670 + Penalty 5169.348203 = -5128955.796467
  nChanged 425
		SP:Iteration 16Q (6877.440000 sec): 3 clusters
  Score: Raw -5134547.051837 + Penalty 5169.348203 = -5129377.703633
  nChanged 186
		SP:Iteration 17Q (6877.530000 sec): 3 clusters
  Score: Raw -5134754.921113 + Penalty 5169.348203 = -5129585.572909
  nChanged 78
		SP:Iteration 18Q (6877.620000 sec): 3 clusters
  Score: Raw -5134851.683863 + Penalty 5169.348203 = -5129682.335659
  nChanged 32
		SP:Iteration 19Q (6877.710000 sec): 3 clusters
  Score: Raw -5134896.565248 + Penalty 5169.348203 = -5129727.217044
  nChanged 24
		SP:Iteration 20F (6877.840000 sec): 3 clusters
  Score: Raw -5134929.831527 + Penalty 5169.348203 = -5129760.483324
  nChanged 14
		SP:Iteration 21Q (6877.920000 sec): 3 clusters
  Score: Raw -5134945.625739 + Penalty 5169.348203 = -5129776.277535
  nChanged 9
		SP:Iteration 22Q (6878.010000 sec): 3 clusters
  Score: Raw -5134952.303754 + Penalty 5169.348203 = -5129782.955551
  nChanged 3
		SP:Iteration 23Q (6878.090000 sec): 3 clusters
  Score: Raw -5134955.328292 + Penalty 5169.348203 = -5129785.980088
  nChanged 4
		SP:Iteration 24Q (6878.180000 sec): 3 clusters
  Score: Raw -5134962.215748 + Penalty 5169.348203 = -5129792.867544
  nChanged 4
		SP:Iteration 25Q (6878.270000 sec): 3 clusters
  Score: Raw -5134966.353717 + Penalty 5169.348203 = -5129797.005514
  nChanged 1
		SP:Iteration 26Q (6878.350000 sec): 3 clusters
  Score: Raw -5134967.104225 + Penalty 5169.348203 = -5129797.756022
  nChanged 1
		SP:Iteration 27Q (6878.440000 sec): 3 clusters
  Score: Raw -5134967.438407 + Penalty 5169.348203 = -5129798.090204
  nChanged 1
		SP:Iteration 28Q (6878.520000 sec): 3 clusters
  Score: Raw -5134968.642181 + Penalty 5169.348203 = -5129799.293978
  nChanged 0
		SP:Iteration 29F (6878.640000 sec): 3 clusters
  Score: Raw -5134968.642181 + Penalty 5169.348203 = -5129799.293978
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.660000 sec): 2 clusters
  Score: Raw -140086.188840 + Penalty 1729.902654 = -138356.286186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.670000 sec): 3 clusters
  Score: Raw -139857.936079 + Penalty 3459.805308 = -136398.130771
  nChanged 289
		SP:Iteration 1F (6878.670000 sec): 3 clusters
  Score: Raw -140232.342868 + Penalty 3459.805308 = -136772.537560
  nChanged 92
		SP:Iteration 2F (6878.670000 sec): 3 clusters
  Score: Raw -140384.440822 + Penalty 3459.805308 = -136924.635514
  nChanged 48
		SP:Iteration 3Q (6878.680000 sec): 3 clusters
  Score: Raw -140463.877656 + Penalty 3459.805308 = -137004.072348
  nChanged 31
		SP:Iteration 4Q (6878.680000 sec): 3 clusters
  Score: Raw -140509.150425 + Penalty 3459.805308 = -137049.345117
  nChanged 21
		SP:Iteration 5Q (6878.690000 sec): 3 clusters
  Score: Raw -140544.001862 + Penalty 3459.805308 = -137084.196554
  nChanged 14
		SP:Iteration 6Q (6878.690000 sec): 3 clusters
  Score: Raw -140563.324675 + Penalty 3459.805308 = -137103.519367
  nChanged 10
		SP:Iteration 7Q (6878.690000 sec): 3 clusters
  Score: Raw -140577.138806 + Penalty 3459.805308 = -137117.333498
  nChanged 7
		SP:Iteration 8Q (6878.690000 sec): 3 clusters
  Score: Raw -140586.105142 + Penalty 3459.805308 = -137126.299834
  nChanged 6
		SP:Iteration 9Q (6878.700000 sec): 3 clusters
  Score: Raw -140595.542036 + Penalty 3459.805308 = -137135.736728
  nChanged 5
		SP:Iteration 10Q (6878.700000 sec): 3 clusters
  Score: Raw -140598.912696 + Penalty 3459.805308 = -137139.107388
  nChanged 4
		SP:Iteration 11Q (6878.710000 sec): 3 clusters
  Score: Raw -140603.059799 + Penalty 3459.805308 = -137143.254491
  nChanged 6
		SP:Iteration 12Q (6878.710000 sec): 3 clusters
  Score: Raw -140610.342711 + Penalty 3459.805308 = -137150.537403
  nChanged 4
		SP:Iteration 13Q (6878.710000 sec): 3 clusters
  Score: Raw -140614.556024 + Penalty 3459.805308 = -137154.750716
  nChanged 7
		SP:Iteration 14Q (6878.720000 sec): 3 clusters
  Score: Raw -140625.190343 + Penalty 3459.805308 = -137165.385035
  nChanged 2
		SP:Iteration 15Q (6878.720000 sec): 3 clusters
  Score: Raw -140627.313485 + Penalty 3459.805308 = -137167.508177
  nChanged 3
		SP:Iteration 16Q (6878.720000 sec): 3 clusters
  Score: Raw -140631.621102 + Penalty 3459.805308 = -137171.815794
  nChanged 2
		SP:Iteration 17Q (6878.730000 sec): 3 clusters
  Score: Raw -140633.083989 + Penalty 3459.805308 = -137173.278681
  nChanged 2
		SP:Iteration 18Q (6878.730000 sec): 3 clusters
  Score: Raw -140635.051131 + Penalty 3459.805308 = -137175.245823
  nChanged 0
		SP:Iteration 19F (6878.730000 sec): 3 clusters
  Score: Raw -140635.051131 + Penalty 3459.805308 = -137175.245823
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.740000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.740000 sec): 3 clusters
  Score: Raw -31491.523477 + Penalty 2705.839273 = -28785.684203
  nChanged 20
		SP:Iteration 1F (6878.740000 sec): 3 clusters
  Score: Raw -31557.211570 + Penalty 2705.839273 = -28851.372297
  nChanged 7
		SP:Iteration 2Q (6878.740000 sec): 3 clusters
  Score: Raw -31583.857331 + Penalty 2705.839273 = -28878.018058
  nChanged 2
		SP:Iteration 3Q (6878.740000 sec): 3 clusters
  Score: Raw -31596.829487 + Penalty 2705.839273 = -28890.990214
  nChanged 5
		SP:Iteration 4Q (6878.740000 sec): 3 clusters
  Score: Raw -31619.286093 + Penalty 2705.839273 = -28913.446819
  nChanged 2
		SP:Iteration 5Q (6878.740000 sec): 3 clusters
  Score: Raw -31622.722493 + Penalty 2705.839273 = -28916.883220
  nChanged 1
		SP:Iteration 6Q (6878.740000 sec): 3 clusters
  Score: Raw -31624.536182 + Penalty 2705.839273 = -28918.696909
  nChanged 0
		SP:Iteration 7F (6878.750000 sec): 3 clusters
  Score: Raw -31624.536182 + Penalty 2705.839273 = -28918.696909
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.750000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.750000 sec): 3 clusters
  Score: Raw -77788.005225 + Penalty 3172.049753 = -74615.955473
  nChanged 131
		SP:Iteration 1F (6878.750000 sec): 3 clusters
  Score: Raw -78095.354263 + Penalty 3172.049753 = -74923.304510
  nChanged 45
		SP:Iteration 2F (6878.750000 sec): 3 clusters
  Score: Raw -78294.382223 + Penalty 3172.049753 = -75122.332471
  nChanged 44
		SP:Iteration 3F (6878.760000 sec): 3 clusters
  Score: Raw -78467.190552 + Penalty 3172.049753 = -75295.140799
  nChanged 38
		SP:Iteration 4F (6878.760000 sec): 3 clusters
  Score: Raw -78591.758113 + Penalty 3172.049753 = -75419.708361
  nChanged 28
		SP:Iteration 5Q (6878.760000 sec): 3 clusters
  Score: Raw -78705.647677 + Penalty 3172.049753 = -75533.597924
  nChanged 17
		SP:Iteration 6Q (6878.770000 sec): 3 clusters
  Score: Raw -78771.302112 + Penalty 3172.049753 = -75599.252359
  nChanged 11
		SP:Iteration 7Q (6878.770000 sec): 3 clusters
  Score: Raw -78793.238263 + Penalty 3172.049753 = -75621.188510
  nChanged 7
		SP:Iteration 8Q (6878.770000 sec): 3 clusters
  Score: Raw -78811.581183 + Penalty 3172.049753 = -75639.531431
  nChanged 2
		SP:Iteration 9Q (6878.770000 sec): 3 clusters
  Score: Raw -78814.922912 + Penalty 3172.049753 = -75642.873159
  nChanged 4
		SP:Iteration 10Q (6878.770000 sec): 3 clusters
  Score: Raw -78824.668673 + Penalty 3172.049753 = -75652.618920
  nChanged 2
		SP:Iteration 11Q (6878.770000 sec): 3 clusters
  Score: Raw -78829.261739 + Penalty 3172.049753 = -75657.211987
  nChanged 0
		SP:Iteration 12F (6878.770000 sec): 3 clusters
  Score: Raw -78829.261739 + Penalty 3172.049753 = -75657.211987
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.780000 sec): 2 clusters
  Score: Raw -23358.389553 + Penalty 1347.563057 = -22010.826496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.780000 sec): 3 clusters
  Score: Raw -23707.818228 + Penalty 2695.126114 = -21012.692114
  nChanged 35
		SP:Iteration 1F (6878.780000 sec): 3 clusters
  Score: Raw -24170.791126 + Penalty 2695.126114 = -21475.665013
  nChanged 15
		SP:Iteration 2F (6878.780000 sec): 3 clusters
  Score: Raw -24253.421419 + Penalty 2695.126114 = -21558.295305
  nChanged 12
		SP:Iteration 3F (6878.780000 sec): 3 clusters
  Score: Raw -24333.106725 + Penalty 2695.126114 = -21637.980611
  nChanged 9
		SP:Iteration 4Q (6878.780000 sec): 3 clusters
  Score: Raw -24417.047194 + Penalty 2695.126114 = -21721.921080
  nChanged 7
		SP:Iteration 5Q (6878.790000 sec): 3 clusters
  Score: Raw -24530.907989 + Penalty 2695.126114 = -21835.781875
  nChanged 2
		SP:Iteration 6Q (6878.790000 sec): 3 clusters
  Score: Raw -24545.052649 + Penalty 2695.126114 = -21849.926535
  nChanged 0
		SP:Iteration 7F (6878.790000 sec): 3 clusters
  Score: Raw -24545.052649 + Penalty 2695.126114 = -21849.926535
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.790000 sec): 2 clusters
  Score: Raw -33429.954582 + Penalty 1392.055770 = -32037.898812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.790000 sec): 3 clusters
  Score: Raw -33611.620282 + Penalty 2784.111541 = -30827.508742
  nChanged 31
		SP:Iteration 1F (6878.790000 sec): 3 clusters
  Score: Raw -33759.801614 + Penalty 2784.111541 = -30975.690073
  nChanged 8
		SP:Iteration 2Q (6878.790000 sec): 3 clusters
  Score: Raw -33790.861581 + Penalty 2784.111541 = -31006.750040
  nChanged 4
		SP:Iteration 3Q (6878.790000 sec): 3 clusters
  Score: Raw -33813.455786 + Penalty 2784.111541 = -31029.344245
  nChanged 2
		SP:Iteration 4Q (6878.790000 sec): 3 clusters
  Score: Raw -33822.878202 + Penalty 2784.111541 = -31038.766662
  nChanged 1
		SP:Iteration 5Q (6878.790000 sec): 3 clusters
  Score: Raw -33828.573962 + Penalty 2784.111541 = -31044.462421
  nChanged 2
		SP:Iteration 6Q (6878.800000 sec): 3 clusters
  Score: Raw -33844.768733 + Penalty 2784.111541 = -31060.657192
  nChanged 1
		SP:Iteration 7Q (6878.800000 sec): 3 clusters
  Score: Raw -33849.454088 + Penalty 2784.111541 = -31065.342547
  nChanged 1
		SP:Iteration 8Q (6878.800000 sec): 3 clusters
  Score: Raw -33850.845425 + Penalty 2784.111541 = -31066.733884
  nChanged 1
		SP:Iteration 9Q (6878.800000 sec): 3 clusters
  Score: Raw -33852.833021 + Penalty 2784.111541 = -31068.721480
  nChanged 0
		SP:Iteration 10F (6878.800000 sec): 3 clusters
  Score: Raw -33852.833021 + Penalty 2784.111541 = -31068.721480
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.800000 sec): 2 clusters
  Score: Raw -29409.107282 + Penalty 1334.214544 = -28074.892739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.810000 sec): 3 clusters
  Score: Raw -29557.072228 + Penalty 2668.429087 = -26888.643140
  nChanged 26
		SP:Iteration 1F (6878.810000 sec): 3 clusters
  Score: Raw -29672.043033 + Penalty 2668.429087 = -27003.613946
  nChanged 6
		SP:Iteration 2Q (6878.810000 sec): 3 clusters
  Score: Raw -29706.821546 + Penalty 2668.429087 = -27038.392459
  nChanged 4
		SP:Iteration 3Q (6878.810000 sec): 3 clusters
  Score: Raw -29724.647249 + Penalty 2668.429087 = -27056.218162
  nChanged 0
		SP:Iteration 4F (6878.810000 sec): 3 clusters
  Score: Raw -29724.647249 + Penalty 2668.429087 = -27056.218162
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.810000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.810000 sec): 3 clusters
  Score: Raw -55124.107236 + Penalty 2975.472535 = -52148.634701
  nChanged 48
		SP:Iteration 1F (6878.810000 sec): 3 clusters
  Score: Raw -55278.037443 + Penalty 2975.472535 = -52302.564908
  nChanged 22
		SP:Iteration 2F (6878.810000 sec): 3 clusters
  Score: Raw -55350.282821 + Penalty 2975.472535 = -52374.810287
  nChanged 9
		SP:Iteration 3Q (6878.820000 sec): 3 clusters
  Score: Raw -55380.514574 + Penalty 2975.472535 = -52405.042039
  nChanged 3
		SP:Iteration 4Q (6878.820000 sec): 3 clusters
  Score: Raw -55390.687462 + Penalty 2975.472535 = -52415.214927
  nChanged 2
		SP:Iteration 5Q (6878.820000 sec): 3 clusters
  Score: Raw -55392.581236 + Penalty 2975.472535 = -52417.108702
  nChanged 2
		SP:Iteration 6Q (6878.820000 sec): 3 clusters
  Score: Raw -55394.949703 + Penalty 2975.472535 = -52419.477168
  nChanged 1
		SP:Iteration 7Q (6878.820000 sec): 3 clusters
  Score: Raw -55396.483738 + Penalty 2975.472535 = -52421.011203
  nChanged 0
		SP:Iteration 8F (6878.830000 sec): 3 clusters
  Score: Raw -55396.483738 + Penalty 2975.472535 = -52421.011203
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.830000 sec): 2 clusters
  Score: Raw -15668.246963 + Penalty 1297.314937 = -14370.932026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.830000 sec): 3 clusters
  Score: Raw -16105.287801 + Penalty 2594.629874 = -13510.657927
  nChanged 38
		SP:Iteration 1F (6878.830000 sec): 3 clusters
  Score: Raw -16363.269419 + Penalty 2594.629874 = -13768.639545
  nChanged 8
		SP:Iteration 2Q (6878.830000 sec): 3 clusters
  Score: Raw -16429.290905 + Penalty 2594.629874 = -13834.661032
  nChanged 4
		SP:Iteration 3Q (6878.830000 sec): 3 clusters
  Score: Raw -16462.951123 + Penalty 2594.629874 = -13868.321249
  nChanged 2
		SP:Iteration 4Q (6878.830000 sec): 3 clusters
  Score: Raw -16472.849595 + Penalty 2594.629874 = -13878.219721
  nChanged 2
		SP:Iteration 5Q (6878.830000 sec): 3 clusters
  Score: Raw -16479.131685 + Penalty 2594.629874 = -13884.501811
  nChanged 0
		SP:Iteration 6F (6878.830000 sec): 3 clusters
  Score: Raw -16479.131685 + Penalty 2594.629874 = -13884.501811
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.830000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.840000 sec): 3 clusters
  Score: Raw -29582.283201 + Penalty 2686.385799 = -26895.897402
  nChanged 16
		SP:Iteration 1F (6878.840000 sec): 3 clusters
  Score: Raw -29650.240106 + Penalty 2686.385799 = -26963.854307
  nChanged 7
		SP:Iteration 2Q (6878.840000 sec): 3 clusters
  Score: Raw -29685.218771 + Penalty 2686.385799 = -26998.832971
  nChanged 4
		SP:Iteration 3Q (6878.840000 sec): 3 clusters
  Score: Raw -29701.682175 + Penalty 2686.385799 = -27015.296375
  nChanged 2
		SP:Iteration 4Q (6878.840000 sec): 3 clusters
  Score: Raw -29710.982802 + Penalty 2686.385799 = -27024.597003
  nChanged 1
		SP:Iteration 5Q (6878.840000 sec): 3 clusters
  Score: Raw -29715.546681 + Penalty 2686.385799 = -27029.160882
  nChanged 1
		SP:Iteration 6Q (6878.840000 sec): 3 clusters
  Score: Raw -29721.317445 + Penalty 2686.385799 = -27034.931645
  nChanged 3
		SP:Iteration 7Q (6878.840000 sec): 3 clusters
  Score: Raw -29750.545350 + Penalty 2686.385799 = -27064.159551
  nChanged 2
		SP:Iteration 8Q (6878.840000 sec): 3 clusters
  Score: Raw -29800.881745 + Penalty 2686.385799 = -27114.495945
  nChanged 3
		SP:Iteration 9Q (6878.840000 sec): 3 clusters
  Score: Raw -29880.506269 + Penalty 2686.385799 = -27194.120469
  nChanged 3
		SP:Iteration 10Q (6878.850000 sec): 3 clusters
  Score: Raw -29891.463437 + Penalty 2686.385799 = -27205.077637
  nChanged 1
		SP:Iteration 11Q (6878.850000 sec): 3 clusters
  Score: Raw -29896.489125 + Penalty 2686.385799 = -27210.103325
  nChanged 0
		SP:Iteration 12F (6878.850000 sec): 3 clusters
  Score: Raw -29896.489125 + Penalty 2686.385799 = -27210.103325
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (340 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.850000 sec): 2 clusters
  Score: Raw -45830.392090 + Penalty 1445.578513 = -44384.813577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.850000 sec): 3 clusters
  Score: Raw -45981.500172 + Penalty 2891.157026 = -43090.343145
  nChanged 58
		SP:Iteration 1F (6878.850000 sec): 3 clusters
  Score: Raw -46148.597039 + Penalty 2891.157026 = -43257.440013
  nChanged 19
		SP:Iteration 2F (6878.850000 sec): 3 clusters
  Score: Raw -46216.760215 + Penalty 2891.157026 = -43325.603189
  nChanged 9
		SP:Iteration 3Q (6878.850000 sec): 3 clusters
  Score: Raw -46251.162957 + Penalty 2891.157026 = -43360.005931
  nChanged 9
		SP:Iteration 4Q (6878.850000 sec): 3 clusters
  Score: Raw -46281.731856 + Penalty 2891.157026 = -43390.574830
  nChanged 3
		SP:Iteration 5Q (6878.860000 sec): 3 clusters
  Score: Raw -46290.448335 + Penalty 2891.157026 = -43399.291309
  nChanged 0
		SP:Iteration 6F (6878.860000 sec): 3 clusters
  Score: Raw -46290.448335 + Penalty 2891.157026 = -43399.291309
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.860000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.860000 sec): 3 clusters
  Score: Raw -55269.599637 + Penalty 3005.325105 = -52264.274532
  nChanged 80
		SP:Iteration 1F (6878.870000 sec): 3 clusters
  Score: Raw -55459.287361 + Penalty 3005.325105 = -52453.962256
  nChanged 20
		SP:Iteration 2Q (6878.870000 sec): 3 clusters
  Score: Raw -55507.428886 + Penalty 3005.325105 = -52502.103781
  nChanged 5
		SP:Iteration 3Q (6878.870000 sec): 3 clusters
  Score: Raw -55519.514223 + Penalty 3005.325105 = -52514.189118
  nChanged 0
		SP:Iteration 4F (6878.870000 sec): 3 clusters
  Score: Raw -55519.514223 + Penalty 3005.325105 = -52514.189118
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 38 (221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.870000 sec): 2 clusters
  Score: Raw -26010.390594 + Penalty 1338.744350 = -24671.646244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.870000 sec): 3 clusters
  Score: Raw -26576.981537 + Penalty 2677.488700 = -23899.492837
  nChanged 49
		SP:Iteration 1F (6878.870000 sec): 3 clusters
  Score: Raw -27075.006120 + Penalty 2677.488700 = -24397.517420
  nChanged 22
		SP:Iteration 2F (6878.880000 sec): 3 clusters
  Score: Raw -27334.015069 + Penalty 2677.488700 = -24656.526369
  nChanged 4
		SP:Iteration 3Q (6878.880000 sec): 3 clusters
  Score: Raw -27422.391646 + Penalty 2677.488700 = -24744.902946
  nChanged 1
		SP:Iteration 4Q (6878.880000 sec): 3 clusters
  Score: Raw -27474.309489 + Penalty 2677.488700 = -24796.820789
  nChanged 0
		SP:Iteration 5F (6878.880000 sec): 3 clusters
  Score: Raw -27474.309489 + Penalty 2677.488700 = -24796.820789
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 39.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.890000 sec): 2 clusters
  Score: Raw -68776.888008 + Penalty 1547.588410 = -67229.299598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.890000 sec): 3 clusters
  Score: Raw -68815.567442 + Penalty 3095.176819 = -65720.390622
  nChanged 94
		SP:Iteration 1F (6878.890000 sec): 3 clusters
  Score: Raw -69014.725352 + Penalty 3095.176819 = -65919.548533
  nChanged 28
		SP:Iteration 2F (6878.890000 sec): 3 clusters
  Score: Raw -69072.777916 + Penalty 3095.176819 = -65977.601096
  nChanged 9
		SP:Iteration 3Q (6878.890000 sec): 3 clusters
  Score: Raw -69122.073334 + Penalty 3095.176819 = -66026.896515
  nChanged 6
		SP:Iteration 4Q (6878.890000 sec): 3 clusters
  Score: Raw -69151.739974 + Penalty 3095.176819 = -66056.563155
  nChanged 11
		SP:Iteration 5Q (6878.900000 sec): 3 clusters
  Score: Raw -69175.315989 + Penalty 3095.176819 = -66080.139170
  nChanged 6
		SP:Iteration 6Q (6878.900000 sec): 3 clusters
  Score: Raw -69190.877394 + Penalty 3095.176819 = -66095.700575
  nChanged 6
		SP:Iteration 7Q (6878.900000 sec): 3 clusters
  Score: Raw -69207.911336 + Penalty 3095.176819 = -66112.734516
  nChanged 6
		SP:Iteration 8Q (6878.900000 sec): 3 clusters
  Score: Raw -69220.254433 + Penalty 3095.176819 = -66125.077614
  nChanged 3
		SP:Iteration 9Q (6878.900000 sec): 3 clusters
  Score: Raw -69223.813899 + Penalty 3095.176819 = -66128.637080
  nChanged 1
		SP:Iteration 10Q (6878.910000 sec): 3 clusters
  Score: Raw -69225.507556 + Penalty 3095.176819 = -66130.330737
  nChanged 2
		SP:Iteration 11Q (6878.910000 sec): 3 clusters
  Score: Raw -69229.621041 + Penalty 3095.176819 = -66134.444222
  nChanged 2
		SP:Iteration 12Q (6878.910000 sec): 3 clusters
  Score: Raw -69233.711908 + Penalty 3095.176819 = -66138.535088
  nChanged 1
		SP:Iteration 13Q (6878.910000 sec): 3 clusters
  Score: Raw -69235.138960 + Penalty 3095.176819 = -66139.962141
  nChanged 0
		SP:Iteration 14F (6878.910000 sec): 3 clusters
  Score: Raw -69235.138960 + Penalty 3095.176819 = -66139.962141
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.910000 sec): 2 clusters
  Score: Raw -8501.333831 + Penalty 1165.719131 = -7335.614700
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.910000 sec): 3 clusters
  Score: Raw -8965.572607 + Penalty 2331.438261 = -6634.134345
  nChanged 17
		SP:Iteration 1F (6878.910000 sec): 3 clusters
  Score: Raw -9176.263213 + Penalty 2331.438261 = -6844.824952
  nChanged 2
		SP:Iteration 2Q (6878.920000 sec): 3 clusters
  Score: Raw -9183.971930 + Penalty 2331.438261 = -6852.533668
  nChanged 1
		SP:Iteration 3Q (6878.920000 sec): 3 clusters
  Score: Raw -9188.098291 + Penalty 2331.438261 = -6856.660029
  nChanged 0
		SP:Iteration 4F (6878.920000 sec): 3 clusters
  Score: Raw -9188.098291 + Penalty 2331.438261 = -6856.660029
  nChanged 0
Deleting Class 38 (54 points): Lose 1430.415500 but Gain 3374.686117
Iteration 219Q (6889.910000 sec): 41 clusters
  Score: Raw -117643091.178496 + Penalty 134987.444692 = -117508103.733804
  nChanged 55
Iteration 220F (6931.100000 sec): 41 clusters
  Score: Raw -117643727.038848 + Penalty 134987.444692 = -117508739.594156
  nChanged 30
Iteration 221Q (6941.630000 sec): 41 clusters
  Score: Raw -117644800.423385 + Penalty 134987.444692 = -117509812.978693
  nChanged 20
Iteration 222Q (6952.140000 sec): 41 clusters
  Score: Raw -117645034.635454 + Penalty 134987.444692 = -117510047.190762
  nChanged 9
Iteration 223Q (6962.660000 sec): 41 clusters
  Score: Raw -117645118.159082 + Penalty 134987.444692 = -117510130.714390
  nChanged 2
Iteration 224Q (6973.180000 sec): 41 clusters
  Score: Raw -117645124.365396 + Penalty 134987.444692 = -117510136.920704
  nChanged 0
Iteration 225F (7014.180000 sec): 41 clusters
  Score: Raw -117653595.440099 + Penalty 134987.444692 = -117518607.995408
  nChanged 181
Iteration 226Q (7024.740000 sec): 41 clusters
  Score: Raw -117660112.841254 + Penalty 134987.444692 = -117525125.396563
  nChanged 17
Iteration 227Q (7035.290000 sec): 41 clusters
  Score: Raw -117660496.471242 + Penalty 134987.444692 = -117525509.026550
  nChanged 4
Iteration 228Q (7045.840000 sec): 41 clusters
  Score: Raw -117660845.859242 + Penalty 134987.444692 = -117525858.414550
  nChanged 5
Iteration 229Q (7056.380000 sec): 41 clusters
  Score: Raw -117661022.867899 + Penalty 134987.444692 = -117526035.423207
  nChanged 7
Iteration 230Q (7066.930000 sec): 41 clusters
  Score: Raw -117661148.848747 + Penalty 134987.444692 = -117526161.404055
  nChanged 3
Iteration 231Q (7077.500000 sec): 41 clusters
  Score: Raw -117661222.762734 + Penalty 134987.444692 = -117526235.318042
  nChanged 3
Iteration 232Q (7088.110000 sec): 41 clusters
  Score: Raw -117661255.311575 + Penalty 134987.444692 = -117526267.866883
  nChanged 2
Iteration 233Q (7098.660000 sec): 41 clusters
  Score: Raw -117661266.570968 + Penalty 134987.444692 = -117526279.126276
  nChanged 2
Iteration 234Q (7109.200000 sec): 41 clusters
  Score: Raw -117661277.183817 + Penalty 134987.444692 = -117526289.739125
  nChanged 9
Iteration 235Q (7119.720000 sec): 41 clusters
  Score: Raw -117661284.778266 + Penalty 134987.444692 = -117526297.333574
  nChanged 4
Iteration 236Q (7130.270000 sec): 41 clusters
  Score: Raw -117661284.930201 + Penalty 134987.444692 = -117526297.485509
  nChanged 7
Iteration 237Q (7140.810000 sec): 41 clusters
  Score: Raw -117661285.148644 + Penalty 134987.444692 = -117526297.703952
  nChanged 6
Iteration 238Q (7151.350000 sec): 41 clusters
  Score: Raw -117661285.304453 + Penalty 134987.444692 = -117526297.859761
  nChanged 7
Iteration 239Q (7161.890000 sec): 41 clusters
  Score: Raw -117661285.490775 + Penalty 134987.444692 = -117526298.046083
  nChanged 9
Iteration 240F (7203.320000 sec): 41 clusters
  Score: Raw -117662160.994528 + Penalty 134987.444692 = -117527173.549836
  nChanged 33
Iteration 241Q (7213.870000 sec): 41 clusters
  Score: Raw -117663217.850180 + Penalty 134987.444692 = -117528230.405488
  nChanged 15
Iteration 242Q (7224.420000 sec): 41 clusters
  Score: Raw -117663463.083844 + Penalty 134987.444692 = -117528475.639152
  nChanged 11
Iteration 243Q (7234.940000 sec): 41 clusters
  Score: Raw -117663563.737606 + Penalty 134987.444692 = -117528576.292914
  nChanged 16
Iteration 244Q (7245.450000 sec): 41 clusters
  Score: Raw -117663565.774934 + Penalty 134987.444692 = -117528578.330242
  nChanged 12
Iteration 245Q (7255.950000 sec): 41 clusters
  Score: Raw -117663619.412241 + Penalty 134987.444692 = -117528631.967549
  nChanged 14
Iteration 246Q (7266.460000 sec): 41 clusters
  Score: Raw -117663619.848489 + Penalty 134987.444692 = -117528632.403797
  nChanged 12
Iteration 247Q (7276.990000 sec): 41 clusters
  Score: Raw -117663620.247713 + Penalty 134987.444692 = -117528632.803021
  nChanged 17
Iteration 248Q (7287.510000 sec): 41 clusters
  Score: Raw -117663620.869099 + Penalty 134987.444692 = -117528633.424407
  nChanged 12
Iteration 249Q (7298.040000 sec): 41 clusters
  Score: Raw -117663621.234041 + Penalty 134987.444692 = -117528633.789349
  nChanged 8
Iteration 250Q (7308.570000 sec): 41 clusters
  Score: Raw -117663621.638630 + Penalty 134987.444692 = -117528634.193938
  nChanged 13
Iteration 251Q (7319.090000 sec): 41 clusters
  Score: Raw -117663622.137489 + Penalty 134987.444692 = -117528634.692797
  nChanged 11
Iteration 252Q (7329.610000 sec): 41 clusters
  Score: Raw -117663622.593287 + Penalty 134987.444692 = -117528635.148595
  nChanged 15
Iteration 253Q (7340.120000 sec): 41 clusters
  Score: Raw -117663623.107963 + Penalty 134987.444692 = -117528635.663271
  nChanged 19
Iteration 254Q (7350.630000 sec): 41 clusters
  Score: Raw -117663623.637501 + Penalty 134987.444692 = -117528636.192809
  nChanged 16
Iteration 255Q (7361.140000 sec): 41 clusters
  Score: Raw -117663624.096819 + Penalty 134987.444692 = -117528636.652127
  nChanged 23
Iteration 256Q (7371.650000 sec): 41 clusters
  Score: Raw -117663624.687117 + Penalty 134987.444692 = -117528637.242425
  nChanged 29
Iteration 257Q (7382.150000 sec): 41 clusters
  Score: Raw -117663625.532904 + Penalty 134987.444692 = -117528638.088212
  nChanged 37
Iteration 258Q (7392.650000 sec): 41 clusters
  Score: Raw -117663626.720765 + Penalty 134987.444692 = -117528639.276073
  nChanged 25
Writing temp clu file 
Because OldScore, -117528638.088212, is greater than current (better) Score,-117528639.276073 
 Compute initial score before splitting:   Score: Raw -117663626.720765 + Penalty 134987.444692 = -117528639.276073
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7392.810000 sec): 2 clusters
  Score: Raw -1048183.648990 + Penalty 2200.863096 = -1045982.785895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7392.830000 sec): 3 clusters
  Score: Raw -1044459.608100 + Penalty 4401.726192 = -1040057.881908
  nChanged 2869
		SP:Iteration 1F (7392.850000 sec): 3 clusters
  Score: Raw -1046066.972284 + Penalty 4401.726192 = -1041665.246092
  nChanged 545
		SP:Iteration 2F (7392.880000 sec): 3 clusters
  Score: Raw -1046379.492475 + Penalty 4401.726192 = -1041977.766283
  nChanged 383
		SP:Iteration 3F (7392.900000 sec): 3 clusters
  Score: Raw -1046562.269793 + Penalty 4401.726192 = -1042160.543601
  nChanged 270
		SP:Iteration 4Q (7392.930000 sec): 3 clusters
  Score: Raw -1046685.411668 + Penalty 4401.726192 = -1042283.685476
  nChanged 215
		SP:Iteration 5Q (7392.950000 sec): 3 clusters
  Score: Raw -1046775.587833 + Penalty 4401.726192 = -1042373.861642
  nChanged 200
		SP:Iteration 6Q (7392.970000 sec): 3 clusters
  Score: Raw -1046855.496578 + Penalty 4401.726192 = -1042453.770386
  nChanged 165
		SP:Iteration 7Q (7393.000000 sec): 3 clusters
  Score: Raw -1046930.223948 + Penalty 4401.726192 = -1042528.497756
  nChanged 156
		SP:Iteration 8Q (7393.020000 sec): 3 clusters
  Score: Raw -1047006.711285 + Penalty 4401.726192 = -1042604.985093
  nChanged 166
		SP:Iteration 9Q (7393.050000 sec): 3 clusters
  Score: Raw -1047081.667701 + Penalty 4401.726192 = -1042679.941510
  nChanged 162
		SP:Iteration 10Q (7393.070000 sec): 3 clusters
  Score: Raw -1047164.449345 + Penalty 4401.726192 = -1042762.723153
  nChanged 162
		SP:Iteration 11Q (7393.100000 sec): 3 clusters
  Score: Raw -1047253.108422 + Penalty 4401.726192 = -1042851.382231
  nChanged 165
		SP:Iteration 12Q (7393.120000 sec): 3 clusters
  Score: Raw -1047342.895466 + Penalty 4401.726192 = -1042941.169275
  nChanged 182
		SP:Iteration 13Q (7393.140000 sec): 3 clusters
  Score: Raw -1047436.036234 + Penalty 4401.726192 = -1043034.310042
  nChanged 194
		SP:Iteration 14Q (7393.170000 sec): 3 clusters
  Score: Raw -1047535.603100 + Penalty 4401.726192 = -1043133.876908
  nChanged 164
		SP:Iteration 15Q (7393.190000 sec): 3 clusters
  Score: Raw -1047623.850673 + Penalty 4401.726192 = -1043222.124482
  nChanged 182
		SP:Iteration 16Q (7393.210000 sec): 3 clusters
  Score: Raw -1047724.559359 + Penalty 4401.726192 = -1043322.833167
  nChanged 187
		SP:Iteration 17Q (7393.240000 sec): 3 clusters
  Score: Raw -1047816.658251 + Penalty 4401.726192 = -1043414.932059
  nChanged 158
		SP:Iteration 18Q (7393.260000 sec): 3 clusters
  Score: Raw -1047893.983914 + Penalty 4401.726192 = -1043492.257722
  nChanged 130
		SP:Iteration 19Q (7393.290000 sec): 3 clusters
  Score: Raw -1047963.362492 + Penalty 4401.726192 = -1043561.636300
  nChanged 129
		SP:Iteration 20F (7393.310000 sec): 3 clusters
  Score: Raw -1048028.541789 + Penalty 4401.726192 = -1043626.815597
  nChanged 122
		SP:Iteration 21Q (7393.330000 sec): 3 clusters
  Score: Raw -1048088.760701 + Penalty 4401.726192 = -1043687.034509
  nChanged 108
		SP:Iteration 22Q (7393.350000 sec): 3 clusters
  Score: Raw -1048133.044848 + Penalty 4401.726192 = -1043731.318656
  nChanged 89
		SP:Iteration 23Q (7393.380000 sec): 3 clusters
  Score: Raw -1048166.190366 + Penalty 4401.726192 = -1043764.464174
  nChanged 71
		SP:Iteration 24Q (7393.400000 sec): 3 clusters
  Score: Raw -1048194.423077 + Penalty 4401.726192 = -1043792.696885
  nChanged 81
		SP:Iteration 25Q (7393.430000 sec): 3 clusters
  Score: Raw -1048221.852523 + Penalty 4401.726192 = -1043820.126331
  nChanged 62
		SP:Iteration 26Q (7393.450000 sec): 3 clusters
  Score: Raw -1048243.700589 + Penalty 4401.726192 = -1043841.974398
  nChanged 57
		SP:Iteration 27Q (7393.470000 sec): 3 clusters
  Score: Raw -1048262.787840 + Penalty 4401.726192 = -1043861.061648
  nChanged 54
		SP:Iteration 28Q (7393.490000 sec): 3 clusters
  Score: Raw -1048285.462133 + Penalty 4401.726192 = -1043883.735942
  nChanged 55
		SP:Iteration 29Q (7393.510000 sec): 3 clusters
  Score: Raw -1048303.952921 + Penalty 4401.726192 = -1043902.226729
  nChanged 38
		SP:Iteration 30Q (7393.540000 sec): 3 clusters
  Score: Raw -1048320.821833 + Penalty 4401.726192 = -1043919.095642
  nChanged 49
		SP:Iteration 31Q (7393.560000 sec): 3 clusters
  Score: Raw -1048348.275195 + Penalty 4401.726192 = -1043946.549003
  nChanged 62
		SP:Iteration 32Q (7393.580000 sec): 3 clusters
  Score: Raw -1048377.641748 + Penalty 4401.726192 = -1043975.915556
  nChanged 60
		SP:Iteration 33Q (7393.610000 sec): 3 clusters
  Score: Raw -1048405.079214 + Penalty 4401.726192 = -1044003.353022
  nChanged 53
		SP:Iteration 34Q (7393.630000 sec): 3 clusters
  Score: Raw -1048431.328182 + Penalty 4401.726192 = -1044029.601990
  nChanged 62
		SP:Iteration 35Q (7393.650000 sec): 3 clusters
  Score: Raw -1048456.718481 + Penalty 4401.726192 = -1044054.992289
  nChanged 61
		SP:Iteration 36Q (7393.670000 sec): 3 clusters
  Score: Raw -1048482.854201 + Penalty 4401.726192 = -1044081.128009
  nChanged 53
		SP:Iteration 37Q (7393.690000 sec): 3 clusters
  Score: Raw -1048510.235651 + Penalty 4401.726192 = -1044108.509459
  nChanged 47
		SP:Iteration 38Q (7393.720000 sec): 3 clusters
  Score: Raw -1048528.941485 + Penalty 4401.726192 = -1044127.215294
  nChanged 42
		SP:Iteration 39Q (7393.740000 sec): 3 clusters
  Score: Raw -1048545.039166 + Penalty 4401.726192 = -1044143.312974
  nChanged 40
		SP:Iteration 40F (7393.760000 sec): 3 clusters
  Score: Raw -1048559.846699 + Penalty 4401.726192 = -1044158.120508
  nChanged 36
		SP:Iteration 41Q (7393.790000 sec): 3 clusters
  Score: Raw -1048572.266606 + Penalty 4401.726192 = -1044170.540414
  nChanged 39
		SP:Iteration 42Q (7393.810000 sec): 3 clusters
  Score: Raw -1048586.800251 + Penalty 4401.726192 = -1044185.074059
  nChanged 40
		SP:Iteration 43Q (7393.830000 sec): 3 clusters
  Score: Raw -1048604.208298 + Penalty 4401.726192 = -1044202.482106
  nChanged 41
		SP:Iteration 44Q (7393.850000 sec): 3 clusters
  Score: Raw -1048619.825097 + Penalty 4401.726192 = -1044218.098905
  nChanged 42
		SP:Iteration 45Q (7393.870000 sec): 3 clusters
  Score: Raw -1048632.757332 + Penalty 4401.726192 = -1044231.031140
  nChanged 29
		SP:Iteration 46Q (7393.890000 sec): 3 clusters
  Score: Raw -1048645.128812 + Penalty 4401.726192 = -1044243.402621
  nChanged 32
		SP:Iteration 47Q (7393.910000 sec): 3 clusters
  Score: Raw -1048655.072273 + Penalty 4401.726192 = -1044253.346082
  nChanged 29
		SP:Iteration 48Q (7393.940000 sec): 3 clusters
  Score: Raw -1048664.045836 + Penalty 4401.726192 = -1044262.319644
  nChanged 30
		SP:Iteration 49Q (7393.960000 sec): 3 clusters
  Score: Raw -1048673.183209 + Penalty 4401.726192 = -1044271.457017
  nChanged 24
		SP:Iteration 50Q (7393.980000 sec): 3 clusters
  Score: Raw -1048680.016158 + Penalty 4401.726192 = -1044278.289967
  nChanged 17
		SP:Iteration 51Q (7394.000000 sec): 3 clusters
  Score: Raw -1048684.884720 + Penalty 4401.726192 = -1044283.158528
  nChanged 13
		SP:Iteration 52Q (7394.030000 sec): 3 clusters
  Score: Raw -1048688.405899 + Penalty 4401.726192 = -1044286.679708
  nChanged 17
		SP:Iteration 53Q (7394.050000 sec): 3 clusters
  Score: Raw -1048692.305735 + Penalty 4401.726192 = -1044290.579543
  nChanged 10
		SP:Iteration 54Q (7394.070000 sec): 3 clusters
  Score: Raw -1048695.046798 + Penalty 4401.726192 = -1044293.320606
  nChanged 4
		SP:Iteration 55Q (7394.090000 sec): 3 clusters
  Score: Raw -1048695.672596 + Penalty 4401.726192 = -1044293.946405
  nChanged 2
		SP:Iteration 56Q (7394.110000 sec): 3 clusters
  Score: Raw -1048695.873303 + Penalty 4401.726192 = -1044294.147111
  nChanged 2
		SP:Iteration 57Q (7394.130000 sec): 3 clusters
  Score: Raw -1048696.350764 + Penalty 4401.726192 = -1044294.624572
  nChanged 5
		SP:Iteration 58Q (7394.150000 sec): 3 clusters
  Score: Raw -1048697.320298 + Penalty 4401.726192 = -1044295.594107
  nChanged 6
		SP:Iteration 59Q (7394.170000 sec): 3 clusters
  Score: Raw -1048699.118474 + Penalty 4401.726192 = -1044297.392282
  nChanged 10
		SP:Iteration 60F (7394.200000 sec): 3 clusters
  Score: Raw -1048701.419108 + Penalty 4401.726192 = -1044299.692917
  nChanged 9
		SP:Iteration 61Q (7394.220000 sec): 3 clusters
  Score: Raw -1048703.178791 + Penalty 4401.726192 = -1044301.452600
  nChanged 1
		SP:Iteration 62Q (7394.240000 sec): 3 clusters
  Score: Raw -1048703.312462 + Penalty 4401.726192 = -1044301.586270
  nChanged 1
		SP:Iteration 63Q (7394.260000 sec): 3 clusters
  Score: Raw -1048703.472538 + Penalty 4401.726192 = -1044301.746346
  nChanged 1
		SP:Iteration 64Q (7394.290000 sec): 3 clusters
  Score: Raw -1048703.535017 + Penalty 4401.726192 = -1044301.808826
  nChanged 1
		SP:Iteration 65Q (7394.310000 sec): 3 clusters
  Score: Raw -1048703.803615 + Penalty 4401.726192 = -1044302.077423
  nChanged 3
		SP:Iteration 66Q (7394.330000 sec): 3 clusters
  Score: Raw -1048704.323858 + Penalty 4401.726192 = -1044302.597667
  nChanged 3
		SP:Iteration 67Q (7394.350000 sec): 3 clusters
  Score: Raw -1048704.909340 + Penalty 4401.726192 = -1044303.183148
  nChanged 1
		SP:Iteration 68Q (7394.370000 sec): 3 clusters
  Score: Raw -1048705.097189 + Penalty 4401.726192 = -1044303.370997
  nChanged 1
		SP:Iteration 69Q (7394.390000 sec): 3 clusters
  Score: Raw -1048705.208347 + Penalty 4401.726192 = -1044303.482156
  nChanged 2
		SP:Iteration 70Q (7394.410000 sec): 3 clusters
  Score: Raw -1048705.807368 + Penalty 4401.726192 = -1044304.081177
  nChanged 3
		SP:Iteration 71Q (7394.430000 sec): 3 clusters
  Score: Raw -1048706.594998 + Penalty 4401.726192 = -1044304.868806
  nChanged 2
		SP:Iteration 72Q (7394.460000 sec): 3 clusters
  Score: Raw -1048706.861786 + Penalty 4401.726192 = -1044305.135594
  nChanged 2
		SP:Iteration 73Q (7394.480000 sec): 3 clusters
  Score: Raw -1048707.025111 + Penalty 4401.726192 = -1044305.298920
  nChanged 2
		SP:Iteration 74Q (7394.500000 sec): 3 clusters
  Score: Raw -1048707.393918 + Penalty 4401.726192 = -1044305.667726
  nChanged 2
		SP:Iteration 75Q (7394.520000 sec): 3 clusters
  Score: Raw -1048707.889482 + Penalty 4401.726192 = -1044306.163290
  nChanged 2
		SP:Iteration 76Q (7394.540000 sec): 3 clusters
  Score: Raw -1048708.218433 + Penalty 4401.726192 = -1044306.492241
  nChanged 1
		SP:Iteration 77Q (7394.560000 sec): 3 clusters
  Score: Raw -1048708.307141 + Penalty 4401.726192 = -1044306.580949
  nChanged 1
		SP:Iteration 78Q (7394.590000 sec): 3 clusters
  Score: Raw -1048708.496705 + Penalty 4401.726192 = -1044306.770513
  nChanged 0
		SP:Iteration 79F (7394.610000 sec): 3 clusters
  Score: Raw -1048708.496705 + Penalty 4401.726192 = -1044306.770513
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7394.630000 sec): 2 clusters
  Score: Raw -1079020.205459 + Penalty 2211.692436 = -1076808.513024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7394.660000 sec): 3 clusters
  Score: Raw -1075140.122338 + Penalty 4423.384871 = -1070716.737466
  nChanged 3000
		SP:Iteration 1F (7394.690000 sec): 3 clusters
  Score: Raw -1076798.949593 + Penalty 4423.384871 = -1072375.564722
  nChanged 507
		SP:Iteration 2F (7394.710000 sec): 3 clusters
  Score: Raw -1077066.763519 + Penalty 4423.384871 = -1072643.378648
  nChanged 367
		SP:Iteration 3Q (7394.730000 sec): 3 clusters
  Score: Raw -1077264.675119 + Penalty 4423.384871 = -1072841.290248
  nChanged 297
		SP:Iteration 4Q (7394.760000 sec): 3 clusters
  Score: Raw -1077400.206137 + Penalty 4423.384871 = -1072976.821266
  nChanged 211
		SP:Iteration 5Q (7394.790000 sec): 3 clusters
  Score: Raw -1077498.860018 + Penalty 4423.384871 = -1073075.475147
  nChanged 192
		SP:Iteration 6Q (7394.810000 sec): 3 clusters
  Score: Raw -1077587.964384 + Penalty 4423.384871 = -1073164.579513
  nChanged 199
		SP:Iteration 7Q (7394.840000 sec): 3 clusters
  Score: Raw -1077682.434252 + Penalty 4423.384871 = -1073259.049381
  nChanged 209
		SP:Iteration 8Q (7394.860000 sec): 3 clusters
  Score: Raw -1077790.377571 + Penalty 4423.384871 = -1073366.992700
  nChanged 221
		SP:Iteration 9Q (7394.890000 sec): 3 clusters
  Score: Raw -1077898.230467 + Penalty 4423.384871 = -1073474.845596
  nChanged 191
		SP:Iteration 10Q (7394.910000 sec): 3 clusters
  Score: Raw -1077984.253370 + Penalty 4423.384871 = -1073560.868499
  nChanged 178
		SP:Iteration 11Q (7394.940000 sec): 3 clusters
  Score: Raw -1078074.750752 + Penalty 4423.384871 = -1073651.365881
  nChanged 195
		SP:Iteration 12Q (7394.970000 sec): 3 clusters
  Score: Raw -1078186.051737 + Penalty 4423.384871 = -1073762.666866
  nChanged 196
		SP:Iteration 13Q (7394.990000 sec): 3 clusters
  Score: Raw -1078299.937618 + Penalty 4423.384871 = -1073876.552747
  nChanged 206
		SP:Iteration 14Q (7395.010000 sec): 3 clusters
  Score: Raw -1078422.304873 + Penalty 4423.384871 = -1073998.920002
  nChanged 200
		SP:Iteration 15Q (7395.040000 sec): 3 clusters
  Score: Raw -1078523.961117 + Penalty 4423.384871 = -1074100.576245
  nChanged 161
		SP:Iteration 16Q (7395.070000 sec): 3 clusters
  Score: Raw -1078614.561592 + Penalty 4423.384871 = -1074191.176721
  nChanged 171
		SP:Iteration 17Q (7395.090000 sec): 3 clusters
  Score: Raw -1078717.199043 + Penalty 4423.384871 = -1074293.814172
  nChanged 162
		SP:Iteration 18Q (7395.110000 sec): 3 clusters
  Score: Raw -1078813.045410 + Penalty 4423.384871 = -1074389.660539
  nChanged 137
		SP:Iteration 19Q (7395.140000 sec): 3 clusters
  Score: Raw -1078891.047767 + Penalty 4423.384871 = -1074467.662896
  nChanged 129
		SP:Iteration 20F (7395.170000 sec): 3 clusters
  Score: Raw -1078961.751300 + Penalty 4423.384871 = -1074538.366429
  nChanged 112
		SP:Iteration 21Q (7395.190000 sec): 3 clusters
  Score: Raw -1079027.967336 + Penalty 4423.384871 = -1074604.582465
  nChanged 114
		SP:Iteration 22Q (7395.210000 sec): 3 clusters
  Score: Raw -1079089.918630 + Penalty 4423.384871 = -1074666.533759
  nChanged 107
		SP:Iteration 23Q (7395.230000 sec): 3 clusters
  Score: Raw -1079143.342998 + Penalty 4423.384871 = -1074719.958127
  nChanged 88
		SP:Iteration 24Q (7395.260000 sec): 3 clusters
  Score: Raw -1079182.880930 + Penalty 4423.384871 = -1074759.496059
  nChanged 76
		SP:Iteration 25Q (7395.280000 sec): 3 clusters
  Score: Raw -1079213.998541 + Penalty 4423.384871 = -1074790.613670
  nChanged 62
		SP:Iteration 26Q (7395.310000 sec): 3 clusters
  Score: Raw -1079240.194419 + Penalty 4423.384871 = -1074816.809548
  nChanged 57
		SP:Iteration 27Q (7395.330000 sec): 3 clusters
  Score: Raw -1079263.352154 + Penalty 4423.384871 = -1074839.967283
  nChanged 52
		SP:Iteration 28Q (7395.350000 sec): 3 clusters
  Score: Raw -1079284.226465 + Penalty 4423.384871 = -1074860.841594
  nChanged 57
		SP:Iteration 29Q (7395.370000 sec): 3 clusters
  Score: Raw -1079303.449322 + Penalty 4423.384871 = -1074880.064451
  nChanged 44
		SP:Iteration 30Q (7395.390000 sec): 3 clusters
  Score: Raw -1079318.911161 + Penalty 4423.384871 = -1074895.526290
  nChanged 36
		SP:Iteration 31Q (7395.420000 sec): 3 clusters
  Score: Raw -1079331.427787 + Penalty 4423.384871 = -1074908.042916
  nChanged 30
		SP:Iteration 32Q (7395.440000 sec): 3 clusters
  Score: Raw -1079341.779637 + Penalty 4423.384871 = -1074918.394766
  nChanged 24
		SP:Iteration 33Q (7395.460000 sec): 3 clusters
  Score: Raw -1079348.560234 + Penalty 4423.384871 = -1074925.175362
  nChanged 17
		SP:Iteration 34Q (7395.490000 sec): 3 clusters
  Score: Raw -1079353.544463 + Penalty 4423.384871 = -1074930.159592
  nChanged 16
		SP:Iteration 35Q (7395.510000 sec): 3 clusters
  Score: Raw -1079357.264371 + Penalty 4423.384871 = -1074933.879500
  nChanged 12
		SP:Iteration 36Q (7395.530000 sec): 3 clusters
  Score: Raw -1079361.469132 + Penalty 4423.384871 = -1074938.084260
  nChanged 9
		SP:Iteration 37Q (7395.550000 sec): 3 clusters
  Score: Raw -1079363.727732 + Penalty 4423.384871 = -1074940.342861
  nChanged 13
		SP:Iteration 38Q (7395.570000 sec): 3 clusters
  Score: Raw -1079366.886509 + Penalty 4423.384871 = -1074943.501638
  nChanged 9
		SP:Iteration 39Q (7395.590000 sec): 3 clusters
  Score: Raw -1079369.212778 + Penalty 4423.384871 = -1074945.827907
  nChanged 8
		SP:Iteration 40F (7395.620000 sec): 3 clusters
  Score: Raw -1079371.323040 + Penalty 4423.384871 = -1074947.938169
  nChanged 5
		SP:Iteration 41Q (7395.640000 sec): 3 clusters
  Score: Raw -1079372.535563 + Penalty 4423.384871 = -1074949.150692
  nChanged 6
		SP:Iteration 42Q (7395.670000 sec): 3 clusters
  Score: Raw -1079374.142658 + Penalty 4423.384871 = -1074950.757787
  nChanged 7
		SP:Iteration 43Q (7395.690000 sec): 3 clusters
  Score: Raw -1079376.736122 + Penalty 4423.384871 = -1074953.351251
  nChanged 11
		SP:Iteration 44Q (7395.710000 sec): 3 clusters
  Score: Raw -1079380.189473 + Penalty 4423.384871 = -1074956.804602
  nChanged 8
		SP:Iteration 45Q (7395.730000 sec): 3 clusters
  Score: Raw -1079382.549157 + Penalty 4423.384871 = -1074959.164286
  nChanged 4
		SP:Iteration 46Q (7395.750000 sec): 3 clusters
  Score: Raw -1079383.294411 + Penalty 4423.384871 = -1074959.909540
  nChanged 2
		SP:Iteration 47Q (7395.770000 sec): 3 clusters
  Score: Raw -1079383.983647 + Penalty 4423.384871 = -1074960.598776
  nChanged 3
		SP:Iteration 48Q (7395.800000 sec): 3 clusters
  Score: Raw -1079384.698005 + Penalty 4423.384871 = -1074961.313134
  nChanged 3
		SP:Iteration 49Q (7395.820000 sec): 3 clusters
  Score: Raw -1079385.337086 + Penalty 4423.384871 = -1074961.952215
  nChanged 5
		SP:Iteration 50Q (7395.840000 sec): 3 clusters
  Score: Raw -1079386.601701 + Penalty 4423.384871 = -1074963.216830
  nChanged 2
		SP:Iteration 51Q (7395.860000 sec): 3 clusters
  Score: Raw -1079387.445515 + Penalty 4423.384871 = -1074964.060643
  nChanged 5
		SP:Iteration 52Q (7395.890000 sec): 3 clusters
  Score: Raw -1079388.593891 + Penalty 4423.384871 = -1074965.209020
  nChanged 5
		SP:Iteration 53Q (7395.910000 sec): 3 clusters
  Score: Raw -1079390.033928 + Penalty 4423.384871 = -1074966.649057
  nChanged 5
		SP:Iteration 54Q (7395.930000 sec): 3 clusters
  Score: Raw -1079391.123577 + Penalty 4423.384871 = -1074967.738706
  nChanged 2
		SP:Iteration 55Q (7395.950000 sec): 3 clusters
  Score: Raw -1079391.572281 + Penalty 4423.384871 = -1074968.187410
  nChanged 3
		SP:Iteration 56Q (7395.970000 sec): 3 clusters
  Score: Raw -1079392.300906 + Penalty 4423.384871 = -1074968.916035
  nChanged 3
		SP:Iteration 57Q (7395.990000 sec): 3 clusters
  Score: Raw -1079392.775387 + Penalty 4423.384871 = -1074969.390516
  nChanged 1
		SP:Iteration 58Q (7396.020000 sec): 3 clusters
  Score: Raw -1079393.050113 + Penalty 4423.384871 = -1074969.665242
  nChanged 1
		SP:Iteration 59Q (7396.040000 sec): 3 clusters
  Score: Raw -1079393.782342 + Penalty 4423.384871 = -1074970.397471
  nChanged 2
		SP:Iteration 60F (7396.070000 sec): 3 clusters
  Score: Raw -1079394.647477 + Penalty 4423.384871 = -1074971.262606
  nChanged 4
		SP:Iteration 61Q (7396.090000 sec): 3 clusters
  Score: Raw -1079395.406434 + Penalty 4423.384871 = -1074972.021563
  nChanged 1
		SP:Iteration 62Q (7396.110000 sec): 3 clusters
  Score: Raw -1079395.873582 + Penalty 4423.384871 = -1074972.488711
  nChanged 1
		SP:Iteration 63Q (7396.130000 sec): 3 clusters
  Score: Raw -1079396.018865 + Penalty 4423.384871 = -1074972.633994
  nChanged 1
		SP:Iteration 64Q (7396.150000 sec): 3 clusters
  Score: Raw -1079396.143786 + Penalty 4423.384871 = -1074972.758915
  nChanged 1
		SP:Iteration 65Q (7396.170000 sec): 3 clusters
  Score: Raw -1079396.352438 + Penalty 4423.384871 = -1074972.967567
  nChanged 2
		SP:Iteration 66Q (7396.200000 sec): 3 clusters
  Score: Raw -1079396.907347 + Penalty 4423.384871 = -1074973.522476
  nChanged 2
		SP:Iteration 67Q (7396.220000 sec): 3 clusters
  Score: Raw -1079397.534065 + Penalty 4423.384871 = -1074974.149194
  nChanged 3
		SP:Iteration 68Q (7396.240000 sec): 3 clusters
  Score: Raw -1079398.510904 + Penalty 4423.384871 = -1074975.126033
  nChanged 4
		SP:Iteration 69Q (7396.260000 sec): 3 clusters
  Score: Raw -1079399.403904 + Penalty 4423.384871 = -1074976.019033
  nChanged 4
		SP:Iteration 70Q (7396.290000 sec): 3 clusters
  Score: Raw -1079400.783390 + Penalty 4423.384871 = -1074977.398519
  nChanged 3
		SP:Iteration 71Q (7396.310000 sec): 3 clusters
  Score: Raw -1079401.745148 + Penalty 4423.384871 = -1074978.360277
  nChanged 1
		SP:Iteration 72Q (7396.330000 sec): 3 clusters
  Score: Raw -1079401.849958 + Penalty 4423.384871 = -1074978.465087
  nChanged 0
		SP:Iteration 73F (7396.350000 sec): 3 clusters
  Score: Raw -1079401.849958 + Penalty 4423.384871 = -1074978.465087
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7396.440000 sec): 2 clusters
  Score: Raw -4018143.892525 + Penalty 2532.321119 = -4015611.571406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7396.530000 sec): 3 clusters
  Score: Raw -4001860.820349 + Penalty 5064.642237 = -3996796.178111
  nChanged 12119
		SP:Iteration 1F (7396.630000 sec): 3 clusters
  Score: Raw -4008396.377028 + Penalty 5064.642237 = -4003331.734791
  nChanged 1341
		SP:Iteration 2Q (7396.720000 sec): 3 clusters
  Score: Raw -4008897.857818 + Penalty 5064.642237 = -4003833.215581
  nChanged 1281
		SP:Iteration 3Q (7396.810000 sec): 3 clusters
  Score: Raw -4009416.321618 + Penalty 5064.642237 = -4004351.679381
  nChanged 1402
		SP:Iteration 4F (7396.910000 sec): 3 clusters
  Score: Raw -4010082.106597 + Penalty 5064.642237 = -4005017.464360
  nChanged 1622
		SP:Iteration 5F (7397.000000 sec): 3 clusters
  Score: Raw -4011074.571191 + Penalty 5064.642237 = -4006009.928954
  nChanged 1993
		SP:Iteration 6F (7397.090000 sec): 3 clusters
  Score: Raw -4012609.768380 + Penalty 5064.642237 = -4007545.126143
  nChanged 2142
		SP:Iteration 7F (7397.190000 sec): 3 clusters
  Score: Raw -4014519.089994 + Penalty 5064.642237 = -4009454.447757
  nChanged 1771
		SP:Iteration 8F (7397.280000 sec): 3 clusters
  Score: Raw -4016233.113041 + Penalty 5064.642237 = -4011168.470804
  nChanged 1212
		SP:Iteration 9Q (7397.370000 sec): 3 clusters
  Score: Raw -4017455.363947 + Penalty 5064.642237 = -4012390.721710
  nChanged 535
		SP:Iteration 10Q (7397.450000 sec): 3 clusters
  Score: Raw -4018001.451066 + Penalty 5064.642237 = -4012936.808828
  nChanged 202
		SP:Iteration 11Q (7397.520000 sec): 3 clusters
  Score: Raw -4018212.296090 + Penalty 5064.642237 = -4013147.653853
  nChanged 76
		SP:Iteration 12Q (7397.590000 sec): 3 clusters
  Score: Raw -4018317.394284 + Penalty 5064.642237 = -4013252.752047
  nChanged 36
		SP:Iteration 13Q (7397.660000 sec): 3 clusters
  Score: Raw -4018373.537636 + Penalty 5064.642237 = -4013308.895399
  nChanged 18
		SP:Iteration 14Q (7397.730000 sec): 3 clusters
  Score: Raw -4018400.813382 + Penalty 5064.642237 = -4013336.171145
  nChanged 12
		SP:Iteration 15Q (7397.790000 sec): 3 clusters
  Score: Raw -4018421.149462 + Penalty 5064.642237 = -4013356.507225
  nChanged 5
		SP:Iteration 16Q (7397.860000 sec): 3 clusters
  Score: Raw -4018429.934959 + Penalty 5064.642237 = -4013365.292722
  nChanged 4
		SP:Iteration 17Q (7397.930000 sec): 3 clusters
  Score: Raw -4018435.141271 + Penalty 5064.642237 = -4013370.499033
  nChanged 7
		SP:Iteration 18Q (7397.990000 sec): 3 clusters
  Score: Raw -4018444.089549 + Penalty 5064.642237 = -4013379.447312
  nChanged 2
		SP:Iteration 19Q (7398.060000 sec): 3 clusters
  Score: Raw -4018449.326370 + Penalty 5064.642237 = -4013384.684133
  nChanged 4
		SP:Iteration 20F (7398.150000 sec): 3 clusters
  Score: Raw -4018457.947324 + Penalty 5064.642237 = -4013393.305087
  nChanged 4
		SP:Iteration 21Q (7398.210000 sec): 3 clusters
  Score: Raw -4018463.103039 + Penalty 5064.642237 = -4013398.460802
  nChanged 0
		SP:Iteration 22F (7398.300000 sec): 3 clusters
  Score: Raw -4018463.103039 + Penalty 5064.642237 = -4013398.460802
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7398.370000 sec): 2 clusters
  Score: Raw -3335349.450442 + Penalty 2501.879269 = -3332847.571173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7398.460000 sec): 3 clusters
  Score: Raw -3320977.540689 + Penalty 5003.758539 = -3315973.782151
  nChanged 10871
		SP:Iteration 1F (7398.540000 sec): 3 clusters
  Score: Raw -3326815.774331 + Penalty 5003.758539 = -3321812.015792
  nChanged 1283
		SP:Iteration 2F (7398.620000 sec): 3 clusters
  Score: Raw -3327281.353551 + Penalty 5003.758539 = -3322277.595012
  nChanged 1143
		SP:Iteration 3Q (7398.710000 sec): 3 clusters
  Score: Raw -3327656.517964 + Penalty 5003.758539 = -3322652.759425
  nChanged 977
		SP:Iteration 4Q (7398.790000 sec): 3 clusters
  Score: Raw -3327992.960410 + Penalty 5003.758539 = -3322989.201872
  nChanged 935
		SP:Iteration 5Q (7398.870000 sec): 3 clusters
  Score: Raw -3328331.832556 + Penalty 5003.758539 = -3323328.074017
  nChanged 913
		SP:Iteration 6Q (7398.950000 sec): 3 clusters
  Score: Raw -3328719.234235 + Penalty 5003.758539 = -3323715.475696
  nChanged 1030
		SP:Iteration 7Q (7399.040000 sec): 3 clusters
  Score: Raw -3329223.805085 + Penalty 5003.758539 = -3324220.046547
  nChanged 1109
		SP:Iteration 8Q (7399.120000 sec): 3 clusters
  Score: Raw -3329847.212662 + Penalty 5003.758539 = -3324843.454123
  nChanged 1136
		SP:Iteration 9Q (7399.200000 sec): 3 clusters
  Score: Raw -3330575.776874 + Penalty 5003.758539 = -3325572.018335
  nChanged 1235
		SP:Iteration 10F (7399.290000 sec): 3 clusters
  Score: Raw -3331473.450901 + Penalty 5003.758539 = -3326469.692363
  nChanged 1213
		SP:Iteration 11F (7399.370000 sec): 3 clusters
  Score: Raw -3332416.396589 + Penalty 5003.758539 = -3327412.638051
  nChanged 1079
		SP:Iteration 12Q (7399.450000 sec): 3 clusters
  Score: Raw -3333281.842608 + Penalty 5003.758539 = -3328278.084069
  nChanged 951
		SP:Iteration 13Q (7399.530000 sec): 3 clusters
  Score: Raw -3334014.150285 + Penalty 5003.758539 = -3329010.391746
  nChanged 732
		SP:Iteration 14Q (7399.600000 sec): 3 clusters
  Score: Raw -3334596.442615 + Penalty 5003.758539 = -3329592.684077
  nChanged 541
		SP:Iteration 15Q (7399.680000 sec): 3 clusters
  Score: Raw -3335000.214090 + Penalty 5003.758539 = -3329996.455551
  nChanged 402
		SP:Iteration 16Q (7399.750000 sec): 3 clusters
  Score: Raw -3335284.497425 + Penalty 5003.758539 = -3330280.738887
  nChanged 289
		SP:Iteration 17Q (7399.810000 sec): 3 clusters
  Score: Raw -3335462.494908 + Penalty 5003.758539 = -3330458.736369
  nChanged 196
		SP:Iteration 18Q (7399.880000 sec): 3 clusters
  Score: Raw -3335581.875607 + Penalty 5003.758539 = -3330578.117068
  nChanged 153
		SP:Iteration 19Q (7399.940000 sec): 3 clusters
  Score: Raw -3335670.998468 + Penalty 5003.758539 = -3330667.239929
  nChanged 98
		SP:Iteration 20F (7400.030000 sec): 3 clusters
  Score: Raw -3335724.612355 + Penalty 5003.758539 = -3330720.853816
  nChanged 79
		SP:Iteration 21Q (7400.090000 sec): 3 clusters
  Score: Raw -3335769.695753 + Penalty 5003.758539 = -3330765.937214
  nChanged 71
		SP:Iteration 22Q (7400.150000 sec): 3 clusters
  Score: Raw -3335810.504490 + Penalty 5003.758539 = -3330806.745952
  nChanged 58
		SP:Iteration 23Q (7400.220000 sec): 3 clusters
  Score: Raw -3335844.897504 + Penalty 5003.758539 = -3330841.138965
  nChanged 56
		SP:Iteration 24Q (7400.280000 sec): 3 clusters
  Score: Raw -3335878.922659 + Penalty 5003.758539 = -3330875.164120
  nChanged 56
		SP:Iteration 25Q (7400.340000 sec): 3 clusters
  Score: Raw -3335910.929567 + Penalty 5003.758539 = -3330907.171029
  nChanged 41
		SP:Iteration 26Q (7400.400000 sec): 3 clusters
  Score: Raw -3335933.407055 + Penalty 5003.758539 = -3330929.648516
  nChanged 30
		SP:Iteration 27Q (7400.460000 sec): 3 clusters
  Score: Raw -3335946.492546 + Penalty 5003.758539 = -3330942.734008
  nChanged 18
		SP:Iteration 28Q (7400.520000 sec): 3 clusters
  Score: Raw -3335956.909073 + Penalty 5003.758539 = -3330953.150534
  nChanged 23
		SP:Iteration 29Q (7400.580000 sec): 3 clusters
  Score: Raw -3335969.145458 + Penalty 5003.758539 = -3330965.386919
  nChanged 20
		SP:Iteration 30Q (7400.650000 sec): 3 clusters
  Score: Raw -3335978.415527 + Penalty 5003.758539 = -3330974.656988
  nChanged 21
		SP:Iteration 31Q (7400.710000 sec): 3 clusters
  Score: Raw -3335989.197803 + Penalty 5003.758539 = -3330985.439264
  nChanged 17
		SP:Iteration 32Q (7400.770000 sec): 3 clusters
  Score: Raw -3335996.549085 + Penalty 5003.758539 = -3330992.790546
  nChanged 9
		SP:Iteration 33Q (7400.830000 sec): 3 clusters
  Score: Raw -3335999.606981 + Penalty 5003.758539 = -3330995.848442
  nChanged 7
		SP:Iteration 34Q (7400.890000 sec): 3 clusters
  Score: Raw -3336002.462712 + Penalty 5003.758539 = -3330998.704173
  nChanged 7
		SP:Iteration 35Q (7400.950000 sec): 3 clusters
  Score: Raw -3336004.859859 + Penalty 5003.758539 = -3331001.101320
  nChanged 5
		SP:Iteration 36Q (7401.010000 sec): 3 clusters
  Score: Raw -3336008.165619 + Penalty 5003.758539 = -3331004.407080
  nChanged 7
		SP:Iteration 37Q (7401.070000 sec): 3 clusters
  Score: Raw -3336010.443757 + Penalty 5003.758539 = -3331006.685218
  nChanged 0
		SP:Iteration 38F (7401.150000 sec): 3 clusters
  Score: Raw -3336010.443757 + Penalty 5003.758539 = -3331006.685218
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7401.170000 sec): 2 clusters
  Score: Raw -494000.591510 + Penalty 2019.015069 = -491981.576441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7401.180000 sec): 3 clusters
  Score: Raw -492468.189862 + Penalty 4038.030138 = -488430.159725
  nChanged 1255
		SP:Iteration 1F (7401.200000 sec): 3 clusters
  Score: Raw -493247.807078 + Penalty 4038.030138 = -489209.776940
  nChanged 264
		SP:Iteration 2F (7401.210000 sec): 3 clusters
  Score: Raw -493420.478245 + Penalty 4038.030138 = -489382.448107
  nChanged 170
		SP:Iteration 3Q (7401.220000 sec): 3 clusters
  Score: Raw -493541.063814 + Penalty 4038.030138 = -489503.033676
  nChanged 146
		SP:Iteration 4Q (7401.230000 sec): 3 clusters
  Score: Raw -493642.278927 + Penalty 4038.030138 = -489604.248790
  nChanged 122
		SP:Iteration 5Q (7401.240000 sec): 3 clusters
  Score: Raw -493737.752586 + Penalty 4038.030138 = -489699.722448
  nChanged 106
		SP:Iteration 6Q (7401.250000 sec): 3 clusters
  Score: Raw -493808.382370 + Penalty 4038.030138 = -489770.352232
  nChanged 92
		SP:Iteration 7Q (7401.260000 sec): 3 clusters
  Score: Raw -493873.708768 + Penalty 4038.030138 = -489835.678631
  nChanged 78
		SP:Iteration 8Q (7401.280000 sec): 3 clusters
  Score: Raw -493924.701971 + Penalty 4038.030138 = -489886.671834
  nChanged 67
		SP:Iteration 9Q (7401.290000 sec): 3 clusters
  Score: Raw -493967.485140 + Penalty 4038.030138 = -489929.455002
  nChanged 72
		SP:Iteration 10Q (7401.300000 sec): 3 clusters
  Score: Raw -494020.988305 + Penalty 4038.030138 = -489982.958168
  nChanged 68
		SP:Iteration 11Q (7401.310000 sec): 3 clusters
  Score: Raw -494066.579631 + Penalty 4038.030138 = -490028.549494
  nChanged 61
		SP:Iteration 12Q (7401.320000 sec): 3 clusters
  Score: Raw -494111.370241 + Penalty 4038.030138 = -490073.340104
  nChanged 64
		SP:Iteration 13Q (7401.330000 sec): 3 clusters
  Score: Raw -494158.572411 + Penalty 4038.030138 = -490120.542274
  nChanged 54
		SP:Iteration 14Q (7401.340000 sec): 3 clusters
  Score: Raw -494198.258311 + Penalty 4038.030138 = -490160.228174
  nChanged 55
		SP:Iteration 15Q (7401.360000 sec): 3 clusters
  Score: Raw -494229.520856 + Penalty 4038.030138 = -490191.490719
  nChanged 47
		SP:Iteration 16Q (7401.370000 sec): 3 clusters
  Score: Raw -494261.236516 + Penalty 4038.030138 = -490223.206378
  nChanged 43
		SP:Iteration 17Q (7401.380000 sec): 3 clusters
  Score: Raw -494287.852240 + Penalty 4038.030138 = -490249.822102
  nChanged 39
		SP:Iteration 18Q (7401.390000 sec): 3 clusters
  Score: Raw -494311.163979 + Penalty 4038.030138 = -490273.133842
  nChanged 47
		SP:Iteration 19Q (7401.400000 sec): 3 clusters
  Score: Raw -494343.357998 + Penalty 4038.030138 = -490305.327861
  nChanged 52
		SP:Iteration 20F (7401.410000 sec): 3 clusters
  Score: Raw -494392.038058 + Penalty 4038.030138 = -490354.007920
  nChanged 68
		SP:Iteration 21Q (7401.420000 sec): 3 clusters
  Score: Raw -494446.202494 + Penalty 4038.030138 = -490408.172357
  nChanged 68
		SP:Iteration 22Q (7401.430000 sec): 3 clusters
  Score: Raw -494513.026092 + Penalty 4038.030138 = -490474.995954
  nChanged 79
		SP:Iteration 23Q (7401.440000 sec): 3 clusters
  Score: Raw -494610.016721 + Penalty 4038.030138 = -490571.986584
  nChanged 94
		SP:Iteration 24Q (7401.460000 sec): 3 clusters
  Score: Raw -494743.278509 + Penalty 4038.030138 = -490705.248371
  nChanged 114
		SP:Iteration 25Q (7401.460000 sec): 3 clusters
  Score: Raw -494899.006943 + Penalty 4038.030138 = -490860.976806
  nChanged 111
		SP:Iteration 26Q (7401.480000 sec): 3 clusters
  Score: Raw -495073.885658 + Penalty 4038.030138 = -491035.855520
  nChanged 112
		SP:Iteration 27Q (7401.490000 sec): 3 clusters
  Score: Raw -495232.237819 + Penalty 4038.030138 = -491194.207682
  nChanged 98
		SP:Iteration 28Q (7401.500000 sec): 3 clusters
  Score: Raw -495350.915501 + Penalty 4038.030138 = -491312.885363
  nChanged 70
		SP:Iteration 29Q (7401.510000 sec): 3 clusters
  Score: Raw -495452.489582 + Penalty 4038.030138 = -491414.459444
  nChanged 67
		SP:Iteration 30Q (7401.520000 sec): 3 clusters
  Score: Raw -495542.062363 + Penalty 4038.030138 = -491504.032225
  nChanged 57
		SP:Iteration 31Q (7401.520000 sec): 3 clusters
  Score: Raw -495609.544000 + Penalty 4038.030138 = -491571.513862
  nChanged 45
		SP:Iteration 32Q (7401.540000 sec): 3 clusters
  Score: Raw -495658.752949 + Penalty 4038.030138 = -491620.722812
  nChanged 33
		SP:Iteration 33Q (7401.540000 sec): 3 clusters
  Score: Raw -495690.505038 + Penalty 4038.030138 = -491652.474901
  nChanged 22
		SP:Iteration 34Q (7401.560000 sec): 3 clusters
  Score: Raw -495704.063189 + Penalty 4038.030138 = -491666.033052
  nChanged 18
		SP:Iteration 35Q (7401.560000 sec): 3 clusters
  Score: Raw -495716.310829 + Penalty 4038.030138 = -491678.280691
  nChanged 9
		SP:Iteration 36Q (7401.570000 sec): 3 clusters
  Score: Raw -495720.942862 + Penalty 4038.030138 = -491682.912725
  nChanged 7
		SP:Iteration 37Q (7401.580000 sec): 3 clusters
  Score: Raw -495725.602425 + Penalty 4038.030138 = -491687.572288
  nChanged 5
		SP:Iteration 38Q (7401.590000 sec): 3 clusters
  Score: Raw -495728.104802 + Penalty 4038.030138 = -491690.074665
  nChanged 3
		SP:Iteration 39Q (7401.600000 sec): 3 clusters
  Score: Raw -495729.389511 + Penalty 4038.030138 = -491691.359373
  nChanged 3
		SP:Iteration 40F (7401.610000 sec): 3 clusters
  Score: Raw -495729.822240 + Penalty 4038.030138 = -491691.792103
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7401.620000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7401.620000 sec): 3 clusters
  Score: Raw -126908.938655 + Penalty 3350.283633 = -123558.655021
  nChanged 202
		SP:Iteration 1F (7401.620000 sec): 3 clusters
  Score: Raw -127167.017928 + Penalty 3350.283633 = -123816.734295
  nChanged 49
		SP:Iteration 2F (7401.630000 sec): 3 clusters
  Score: Raw -127267.203144 + Penalty 3350.283633 = -123916.919511
  nChanged 40
		SP:Iteration 3Q (7401.630000 sec): 3 clusters
  Score: Raw -127326.146726 + Penalty 3350.283633 = -123975.863093
  nChanged 16
		SP:Iteration 4Q (7401.630000 sec): 3 clusters
  Score: Raw -127354.230787 + Penalty 3350.283633 = -124003.947154
  nChanged 10
		SP:Iteration 5Q (7401.640000 sec): 3 clusters
  Score: Raw -127365.359568 + Penalty 3350.283633 = -124015.075935
  nChanged 6
		SP:Iteration 6Q (7401.640000 sec): 3 clusters
  Score: Raw -127375.111701 + Penalty 3350.283633 = -124024.828067
  nChanged 5
		SP:Iteration 7Q (7401.640000 sec): 3 clusters
  Score: Raw -127380.777215 + Penalty 3350.283633 = -124030.493581
  nChanged 4
		SP:Iteration 8Q (7401.640000 sec): 3 clusters
  Score: Raw -127386.461215 + Penalty 3350.283633 = -124036.177582
  nChanged 4
		SP:Iteration 9Q (7401.650000 sec): 3 clusters
  Score: Raw -127393.651352 + Penalty 3350.283633 = -124043.367719
  nChanged 5
		SP:Iteration 10Q (7401.650000 sec): 3 clusters
  Score: Raw -127404.243821 + Penalty 3350.283633 = -124053.960188
  nChanged 3
		SP:Iteration 11Q (7401.650000 sec): 3 clusters
  Score: Raw -127408.439280 + Penalty 3350.283633 = -124058.155647
  nChanged 2
		SP:Iteration 12Q (7401.660000 sec): 3 clusters
  Score: Raw -127412.697592 + Penalty 3350.283633 = -124062.413959
  nChanged 3
		SP:Iteration 13Q (7401.660000 sec): 3 clusters
  Score: Raw -127415.281578 + Penalty 3350.283633 = -124064.997944
  nChanged 1
		SP:Iteration 14Q (7401.660000 sec): 3 clusters
  Score: Raw -127415.947726 + Penalty 3350.283633 = -124065.664093
  nChanged 0
		SP:Iteration 15F (7401.660000 sec): 3 clusters
  Score: Raw -127415.947726 + Penalty 3350.283633 = -124065.664093
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7401.670000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7401.670000 sec): 3 clusters
  Score: Raw -33629.451889 + Penalty 2756.186719 = -30873.265170
  nChanged 36
		SP:Iteration 1F (7401.670000 sec): 3 clusters
  Score: Raw -33810.126662 + Penalty 2756.186719 = -31053.939943
  nChanged 12
		SP:Iteration 2Q (7401.670000 sec): 3 clusters
  Score: Raw -33927.638551 + Penalty 2756.186719 = -31171.451832
  nChanged 8
		SP:Iteration 3Q (7401.670000 sec): 3 clusters
  Score: Raw -33959.245368 + Penalty 2756.186719 = -31203.058650
  nChanged 3
		SP:Iteration 4Q (7401.670000 sec): 3 clusters
  Score: Raw -33971.210544 + Penalty 2756.186719 = -31215.023825
  nChanged 1
		SP:Iteration 5Q (7401.670000 sec): 3 clusters
  Score: Raw -33975.665985 + Penalty 2756.186719 = -31219.479267
  nChanged 1
		SP:Iteration 6Q (7401.670000 sec): 3 clusters
  Score: Raw -33980.464323 + Penalty 2756.186719 = -31224.277604
  nChanged 1
		SP:Iteration 7Q (7401.680000 sec): 3 clusters
  Score: Raw -33987.513302 + Penalty 2756.186719 = -31231.326583
  nChanged 0
		SP:Iteration 8F (7401.680000 sec): 3 clusters
  Score: Raw -33987.513302 + Penalty 2756.186719 = -31231.326583
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7401.720000 sec): 2 clusters
  Score: Raw -2055519.275499 + Penalty 2363.519412 = -2053155.756086
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7401.770000 sec): 3 clusters
  Score: Raw -2047817.930863 + Penalty 4727.038825 = -2043090.892038
  nChanged 5865
		SP:Iteration 1F (7401.820000 sec): 3 clusters
  Score: Raw -2050879.203695 + Penalty 4727.038825 = -2046152.164871
  nChanged 859
		SP:Iteration 2F (7401.860000 sec): 3 clusters
  Score: Raw -2051237.444232 + Penalty 4727.038825 = -2046510.405408
  nChanged 671
		SP:Iteration 3Q (7401.910000 sec): 3 clusters
  Score: Raw -2051473.175099 + Penalty 4727.038825 = -2046746.136275
  nChanged 496
		SP:Iteration 4Q (7401.960000 sec): 3 clusters
  Score: Raw -2051650.880055 + Penalty 4727.038825 = -2046923.841231
  nChanged 447
		SP:Iteration 5Q (7402.010000 sec): 3 clusters
  Score: Raw -2051804.691383 + Penalty 4727.038825 = -2047077.652559
  nChanged 408
		SP:Iteration 6Q (7402.050000 sec): 3 clusters
  Score: Raw -2051935.260292 + Penalty 4727.038825 = -2047208.221468
  nChanged 361
		SP:Iteration 7Q (7402.100000 sec): 3 clusters
  Score: Raw -2052053.563068 + Penalty 4727.038825 = -2047326.524243
  nChanged 353
		SP:Iteration 8Q (7402.150000 sec): 3 clusters
  Score: Raw -2052188.420837 + Penalty 4727.038825 = -2047461.382012
  nChanged 378
		SP:Iteration 9Q (7402.200000 sec): 3 clusters
  Score: Raw -2052343.107160 + Penalty 4727.038825 = -2047616.068335
  nChanged 387
		SP:Iteration 10Q (7402.240000 sec): 3 clusters
  Score: Raw -2052517.564777 + Penalty 4727.038825 = -2047790.525952
  nChanged 420
		SP:Iteration 11Q (7402.290000 sec): 3 clusters
  Score: Raw -2052726.846680 + Penalty 4727.038825 = -2047999.807855
  nChanged 487
		SP:Iteration 12Q (7402.340000 sec): 3 clusters
  Score: Raw -2052986.928158 + Penalty 4727.038825 = -2048259.889333
  nChanged 467
		SP:Iteration 13Q (7402.380000 sec): 3 clusters
  Score: Raw -2053261.760089 + Penalty 4727.038825 = -2048534.721265
  nChanged 478
		SP:Iteration 14Q (7402.430000 sec): 3 clusters
  Score: Raw -2053580.264251 + Penalty 4727.038825 = -2048853.225427
  nChanged 522
		SP:Iteration 15Q (7402.480000 sec): 3 clusters
  Score: Raw -2053929.824473 + Penalty 4727.038825 = -2049202.785649
  nChanged 478
		SP:Iteration 16Q (7402.520000 sec): 3 clusters
  Score: Raw -2054254.012003 + Penalty 4727.038825 = -2049526.973179
  nChanged 443
		SP:Iteration 17Q (7402.560000 sec): 3 clusters
  Score: Raw -2054559.037628 + Penalty 4727.038825 = -2049831.998803
  nChanged 355
		SP:Iteration 18Q (7402.610000 sec): 3 clusters
  Score: Raw -2054790.663123 + Penalty 4727.038825 = -2050063.624299
  nChanged 296
		SP:Iteration 19Q (7402.650000 sec): 3 clusters
  Score: Raw -2054981.277593 + Penalty 4727.038825 = -2050254.238768
  nChanged 228
		SP:Iteration 20F (7402.700000 sec): 3 clusters
  Score: Raw -2055118.854506 + Penalty 4727.038825 = -2050391.815682
  nChanged 173
		SP:Iteration 21Q (7402.740000 sec): 3 clusters
  Score: Raw -2055224.054618 + Penalty 4727.038825 = -2050497.015794
  nChanged 178
		SP:Iteration 22Q (7402.780000 sec): 3 clusters
  Score: Raw -2055333.895194 + Penalty 4727.038825 = -2050606.856369
  nChanged 134
		SP:Iteration 23Q (7402.820000 sec): 3 clusters
  Score: Raw -2055419.476724 + Penalty 4727.038825 = -2050692.437899
  nChanged 115
		SP:Iteration 24Q (7402.850000 sec): 3 clusters
  Score: Raw -2055486.381160 + Penalty 4727.038825 = -2050759.342336
  nChanged 99
		SP:Iteration 25Q (7402.890000 sec): 3 clusters
  Score: Raw -2055547.085896 + Penalty 4727.038825 = -2050820.047072
  nChanged 87
		SP:Iteration 26Q (7402.930000 sec): 3 clusters
  Score: Raw -2055603.900194 + Penalty 4727.038825 = -2050876.861369
  nChanged 65
		SP:Iteration 27Q (7402.960000 sec): 3 clusters
  Score: Raw -2055648.450003 + Penalty 4727.038825 = -2050921.411178
  nChanged 46
		SP:Iteration 28Q (7403.000000 sec): 3 clusters
  Score: Raw -2055675.763777 + Penalty 4727.038825 = -2050948.724952
  nChanged 34
		SP:Iteration 29Q (7403.040000 sec): 3 clusters
  Score: Raw -2055696.521360 + Penalty 4727.038825 = -2050969.482535
  nChanged 27
		SP:Iteration 30Q (7403.080000 sec): 3 clusters
  Score: Raw -2055710.403137 + Penalty 4727.038825 = -2050983.364313
  nChanged 22
		SP:Iteration 31Q (7403.110000 sec): 3 clusters
  Score: Raw -2055723.396605 + Penalty 4727.038825 = -2050996.357781
  nChanged 13
		SP:Iteration 32Q (7403.150000 sec): 3 clusters
  Score: Raw -2055731.906103 + Penalty 4727.038825 = -2051004.867278
  nChanged 20
		SP:Iteration 33Q (7403.180000 sec): 3 clusters
  Score: Raw -2055740.506922 + Penalty 4727.038825 = -2051013.468097
  nChanged 14
		SP:Iteration 34Q (7403.220000 sec): 3 clusters
  Score: Raw -2055750.721716 + Penalty 4727.038825 = -2051023.682891
  nChanged 16
		SP:Iteration 35Q (7403.250000 sec): 3 clusters
  Score: Raw -2055760.875123 + Penalty 4727.038825 = -2051033.836299
  nChanged 11
		SP:Iteration 36Q (7403.290000 sec): 3 clusters
  Score: Raw -2055767.779528 + Penalty 4727.038825 = -2051040.740704
  nChanged 9
		SP:Iteration 37Q (7403.320000 sec): 3 clusters
  Score: Raw -2055773.751081 + Penalty 4727.038825 = -2051046.712256
  nChanged 6
		SP:Iteration 38Q (7403.360000 sec): 3 clusters
  Score: Raw -2055776.592246 + Penalty 4727.038825 = -2051049.553422
  nChanged 5
		SP:Iteration 39Q (7403.400000 sec): 3 clusters
  Score: Raw -2055778.151187 + Penalty 4727.038825 = -2051051.112362
  nChanged 3
		SP:Iteration 40F (7403.440000 sec): 3 clusters
  Score: Raw -2055779.457554 + Penalty 4727.038825 = -2051052.418729
  nChanged 1
		SP:Iteration 41Q (7403.480000 sec): 3 clusters
  Score: Raw -2055780.184401 + Penalty 4727.038825 = -2051053.145576
  nChanged 1
		SP:Iteration 42Q (7403.510000 sec): 3 clusters
  Score: Raw -2055780.900659 + Penalty 4727.038825 = -2051053.861834
  nChanged 0
		SP:Iteration 43F (7403.560000 sec): 3 clusters
  Score: Raw -2055780.900659 + Penalty 4727.038825 = -2051053.861834
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7403.780000 sec): 2 clusters
  Score: Raw -10201492.613861 + Penalty 2765.898383 = -10198726.715479
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7404.020000 sec): 3 clusters
  Score: Raw -10157386.111365 + Penalty 5531.796765 = -10151854.314600
  nChanged 32620
		SP:Iteration 1F (7404.260000 sec): 3 clusters
  Score: Raw -10175500.827218 + Penalty 5531.796765 = -10169969.030453
  nChanged 2372
		SP:Iteration 2Q (7404.520000 sec): 3 clusters
  Score: Raw -10176069.651286 + Penalty 5531.796765 = -10170537.854521
  nChanged 2380
		SP:Iteration 3Q (7404.760000 sec): 3 clusters
  Score: Raw -10176663.464722 + Penalty 5531.796765 = -10171131.667957
  nChanged 2439
		SP:Iteration 4Q (7405.010000 sec): 3 clusters
  Score: Raw -10177322.006745 + Penalty 5531.796765 = -10171790.209980
  nChanged 2595
		SP:Iteration 5Q (7405.260000 sec): 3 clusters
  Score: Raw -10178092.729463 + Penalty 5531.796765 = -10172560.932698
  nChanged 2819
		SP:Iteration 6Q (7405.510000 sec): 3 clusters
  Score: Raw -10179019.101902 + Penalty 5531.796765 = -10173487.305137
  nChanged 3160
		SP:Iteration 7Q (7405.760000 sec): 3 clusters
  Score: Raw -10180235.881488 + Penalty 5531.796765 = -10174704.084723
  nChanged 3477
		SP:Iteration 8Q (7406.000000 sec): 3 clusters
  Score: Raw -10181695.212723 + Penalty 5531.796765 = -10176163.415958
  nChanged 3650
		SP:Iteration 9F (7406.250000 sec): 3 clusters
  Score: Raw -10183362.720946 + Penalty 5531.796765 = -10177830.924181
  nChanged 3660
		SP:Iteration 10F (7406.490000 sec): 3 clusters
  Score: Raw -10185133.344729 + Penalty 5531.796765 = -10179601.547964
  nChanged 3662
		SP:Iteration 11F (7406.730000 sec): 3 clusters
  Score: Raw -10187020.140733 + Penalty 5531.796765 = -10181488.343968
  nChanged 3479
		SP:Iteration 12Q (7406.980000 sec): 3 clusters
  Score: Raw -10189001.040122 + Penalty 5531.796765 = -10183469.243357
  nChanged 3535
		SP:Iteration 13F (7407.220000 sec): 3 clusters
  Score: Raw -10191305.099065 + Penalty 5531.796765 = -10185773.302300
  nChanged 3443
		SP:Iteration 14Q (7407.470000 sec): 3 clusters
  Score: Raw -10193868.740849 + Penalty 5531.796765 = -10188336.944084
  nChanged 3135
		SP:Iteration 15Q (7407.720000 sec): 3 clusters
  Score: Raw -10196451.066676 + Penalty 5531.796765 = -10190919.269911
  nChanged 2550
		SP:Iteration 16Q (7407.960000 sec): 3 clusters
  Score: Raw -10198705.276147 + Penalty 5531.796765 = -10193173.479382
  nChanged 1733
		SP:Iteration 17Q (7408.200000 sec): 3 clusters
  Score: Raw -10200287.139382 + Penalty 5531.796765 = -10194755.342617
  nChanged 894
		SP:Iteration 18Q (7408.420000 sec): 3 clusters
  Score: Raw -10201112.618852 + Penalty 5531.796765 = -10195580.822087
  nChanged 371
		SP:Iteration 19Q (7408.620000 sec): 3 clusters
  Score: Raw -10201500.372307 + Penalty 5531.796765 = -10195968.575542
  nChanged 152
		SP:Iteration 20F (7408.860000 sec): 3 clusters
  Score: Raw -10201661.444121 + Penalty 5531.796765 = -10196129.647356
  nChanged 64
		SP:Iteration 21Q (7409.040000 sec): 3 clusters
  Score: Raw -10201728.441493 + Penalty 5531.796765 = -10196196.644728
  nChanged 29
		SP:Iteration 22Q (7409.210000 sec): 3 clusters
  Score: Raw -10201763.551615 + Penalty 5531.796765 = -10196231.754850
  nChanged 17
		SP:Iteration 23Q (7409.380000 sec): 3 clusters
  Score: Raw -10201787.207070 + Penalty 5531.796765 = -10196255.410305
  nChanged 12
		SP:Iteration 24Q (7409.550000 sec): 3 clusters
  Score: Raw -10201807.773223 + Penalty 5531.796765 = -10196275.976458
  nChanged 13
		SP:Iteration 25Q (7409.720000 sec): 3 clusters
  Score: Raw -10201825.092850 + Penalty 5531.796765 = -10196293.296085
  nChanged 17
		SP:Iteration 26Q (7409.890000 sec): 3 clusters
  Score: Raw -10201842.108965 + Penalty 5531.796765 = -10196310.312200
  nChanged 10
		SP:Iteration 27Q (7410.060000 sec): 3 clusters
  Score: Raw -10201853.347467 + Penalty 5531.796765 = -10196321.550702
  nChanged 5
		SP:Iteration 28Q (7410.240000 sec): 3 clusters
  Score: Raw -10201861.735399 + Penalty 5531.796765 = -10196329.938634
  nChanged 7
		SP:Iteration 29Q (7410.400000 sec): 3 clusters
  Score: Raw -10201873.120571 + Penalty 5531.796765 = -10196341.323806
  nChanged 4
		SP:Iteration 30Q (7410.570000 sec): 3 clusters
  Score: Raw -10201878.454774 + Penalty 5531.796765 = -10196346.658009
  nChanged 5
		SP:Iteration 31Q (7410.740000 sec): 3 clusters
  Score: Raw -10201882.895076 + Penalty 5531.796765 = -10196351.098311
  nChanged 2
		SP:Iteration 32Q (7410.910000 sec): 3 clusters
  Score: Raw -10201884.916953 + Penalty 5531.796765 = -10196353.120188
  nChanged 4
		SP:Iteration 33Q (7411.080000 sec): 3 clusters
  Score: Raw -10201890.568714 + Penalty 5531.796765 = -10196358.771949
  nChanged 1
		SP:Iteration 34Q (7411.250000 sec): 3 clusters
  Score: Raw -10201891.634990 + Penalty 5531.796765 = -10196359.838225
  nChanged 1
		SP:Iteration 35Q (7411.420000 sec): 3 clusters
  Score: Raw -10201892.380393 + Penalty 5531.796765 = -10196360.583628
  nChanged 0
		SP:Iteration 36F (7411.660000 sec): 3 clusters
  Score: Raw -10201892.380393 + Penalty 5531.796765 = -10196360.583628
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7411.690000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7411.700000 sec): 3 clusters
  Score: Raw -385295.526933 + Penalty 3923.652944 = -381371.873989
  nChanged 893
		SP:Iteration 1F (7411.710000 sec): 3 clusters
  Score: Raw -385867.582007 + Penalty 3923.652944 = -381943.929064
  nChanged 174
		SP:Iteration 2F (7411.720000 sec): 3 clusters
  Score: Raw -385998.667248 + Penalty 3923.652944 = -382075.014304
  nChanged 114
		SP:Iteration 3Q (7411.730000 sec): 3 clusters
  Score: Raw -386082.281085 + Penalty 3923.652944 = -382158.628141
  nChanged 92
		SP:Iteration 4Q (7411.740000 sec): 3 clusters
  Score: Raw -386142.389297 + Penalty 3923.652944 = -382218.736353
  nChanged 60
		SP:Iteration 5Q (7411.740000 sec): 3 clusters
  Score: Raw -386174.866821 + Penalty 3923.652944 = -382251.213877
  nChanged 37
		SP:Iteration 6Q (7411.760000 sec): 3 clusters
  Score: Raw -386201.210833 + Penalty 3923.652944 = -382277.557890
  nChanged 37
		SP:Iteration 7Q (7411.760000 sec): 3 clusters
  Score: Raw -386220.623673 + Penalty 3923.652944 = -382296.970729
  nChanged 31
		SP:Iteration 8Q (7411.770000 sec): 3 clusters
  Score: Raw -386234.100846 + Penalty 3923.652944 = -382310.447902
  nChanged 19
		SP:Iteration 9Q (7411.780000 sec): 3 clusters
  Score: Raw -386243.288833 + Penalty 3923.652944 = -382319.635889
  nChanged 11
		SP:Iteration 10Q (7411.790000 sec): 3 clusters
  Score: Raw -386248.596244 + Penalty 3923.652944 = -382324.943301
  nChanged 10
		SP:Iteration 11Q (7411.800000 sec): 3 clusters
  Score: Raw -386252.000458 + Penalty 3923.652944 = -382328.347514
  nChanged 4
		SP:Iteration 12Q (7411.810000 sec): 3 clusters
  Score: Raw -386254.189225 + Penalty 3923.652944 = -382330.536281
  nChanged 6
		SP:Iteration 13Q (7411.820000 sec): 3 clusters
  Score: Raw -386256.689719 + Penalty 3923.652944 = -382333.036775
  nChanged 4
		SP:Iteration 14Q (7411.830000 sec): 3 clusters
  Score: Raw -386258.446100 + Penalty 3923.652944 = -382334.793157
  nChanged 2
		SP:Iteration 15Q (7411.840000 sec): 3 clusters
  Score: Raw -386260.494710 + Penalty 3923.652944 = -382336.841766
  nChanged 4
		SP:Iteration 16Q (7411.840000 sec): 3 clusters
  Score: Raw -386262.781354 + Penalty 3923.652944 = -382339.128410
  nChanged 5
		SP:Iteration 17Q (7411.860000 sec): 3 clusters
  Score: Raw -386265.317853 + Penalty 3923.652944 = -382341.664909
  nChanged 9
		SP:Iteration 18Q (7411.860000 sec): 3 clusters
  Score: Raw -386269.611351 + Penalty 3923.652944 = -382345.958407
  nChanged 6
		SP:Iteration 19Q (7411.870000 sec): 3 clusters
  Score: Raw -386273.651130 + Penalty 3923.652944 = -382349.998186
  nChanged 6
		SP:Iteration 20F (7411.880000 sec): 3 clusters
  Score: Raw -386276.345677 + Penalty 3923.652944 = -382352.692733
  nChanged 6
		SP:Iteration 21Q (7411.890000 sec): 3 clusters
  Score: Raw -386278.285255 + Penalty 3923.652944 = -382354.632312
  nChanged 6
		SP:Iteration 22Q (7411.900000 sec): 3 clusters
  Score: Raw -386280.903168 + Penalty 3923.652944 = -382357.250224
  nChanged 4
		SP:Iteration 23Q (7411.910000 sec): 3 clusters
  Score: Raw -386282.771490 + Penalty 3923.652944 = -382359.118546
  nChanged 7
		SP:Iteration 24Q (7411.920000 sec): 3 clusters
  Score: Raw -386285.010634 + Penalty 3923.652944 = -382361.357690
  nChanged 1
		SP:Iteration 25Q (7411.930000 sec): 3 clusters
  Score: Raw -386285.354009 + Penalty 3923.652944 = -382361.701066
  nChanged 0
		SP:Iteration 26F (7411.940000 sec): 3 clusters
  Score: Raw -386285.354009 + Penalty 3923.652944 = -382361.701066
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7411.940000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7411.950000 sec): 3 clusters
  Score: Raw -168850.278882 + Penalty 3494.272938 = -165356.005944
  nChanged 302
		SP:Iteration 1F (7411.950000 sec): 3 clusters
  Score: Raw -169143.616171 + Penalty 3494.272938 = -165649.343233
  nChanged 70
		SP:Iteration 2F (7411.960000 sec): 3 clusters
  Score: Raw -169210.632266 + Penalty 3494.272938 = -165716.359327
  nChanged 32
		SP:Iteration 3Q (7411.960000 sec): 3 clusters
  Score: Raw -169241.158232 + Penalty 3494.272938 = -165746.885294
  nChanged 10
		SP:Iteration 4Q (7411.960000 sec): 3 clusters
  Score: Raw -169251.674219 + Penalty 3494.272938 = -165757.401281
  nChanged 12
		SP:Iteration 5Q (7411.970000 sec): 3 clusters
  Score: Raw -169262.434487 + Penalty 3494.272938 = -165768.161549
  nChanged 5
		SP:Iteration 6Q (7411.970000 sec): 3 clusters
  Score: Raw -169266.968930 + Penalty 3494.272938 = -165772.695992
  nChanged 2
		SP:Iteration 7Q (7411.980000 sec): 3 clusters
  Score: Raw -169268.235345 + Penalty 3494.272938 = -165773.962407
  nChanged 1
		SP:Iteration 8Q (7411.980000 sec): 3 clusters
  Score: Raw -169269.364802 + Penalty 3494.272938 = -165775.091864
  nChanged 1
		SP:Iteration 9Q (7411.980000 sec): 3 clusters
  Score: Raw -169270.472169 + Penalty 3494.272938 = -165776.199231
  nChanged 0
		SP:Iteration 10F (7411.990000 sec): 3 clusters
  Score: Raw -169270.472169 + Penalty 3494.272938 = -165776.199231
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7412.000000 sec): 2 clusters
  Score: Raw -257203.131277 + Penalty 1864.614590 = -255338.516687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7412.000000 sec): 3 clusters
  Score: Raw -256703.172306 + Penalty 3729.229180 = -252973.943126
  nChanged 583
		SP:Iteration 1F (7412.010000 sec): 3 clusters
  Score: Raw -257331.157492 + Penalty 3729.229180 = -253601.928313
  nChanged 171
		SP:Iteration 2F (7412.010000 sec): 3 clusters
  Score: Raw -257531.985930 + Penalty 3729.229180 = -253802.756751
  nChanged 104
		SP:Iteration 3F (7412.020000 sec): 3 clusters
  Score: Raw -257656.937809 + Penalty 3729.229180 = -253927.708629
  nChanged 78
		SP:Iteration 4Q (7412.020000 sec): 3 clusters
  Score: Raw -257725.672856 + Penalty 3729.229180 = -253996.443676
  nChanged 45
		SP:Iteration 5Q (7412.030000 sec): 3 clusters
  Score: Raw -257787.972190 + Penalty 3729.229180 = -254058.743010
  nChanged 46
		SP:Iteration 6Q (7412.040000 sec): 3 clusters
  Score: Raw -257888.985157 + Penalty 3729.229180 = -254159.755977
  nChanged 42
		SP:Iteration 7Q (7412.040000 sec): 3 clusters
  Score: Raw -257985.824192 + Penalty 3729.229180 = -254256.595013
  nChanged 32
		SP:Iteration 8Q (7412.050000 sec): 3 clusters
  Score: Raw -258038.692762 + Penalty 3729.229180 = -254309.463582
  nChanged 19
		SP:Iteration 9Q (7412.060000 sec): 3 clusters
  Score: Raw -258068.315079 + Penalty 3729.229180 = -254339.085899
  nChanged 19
		SP:Iteration 10Q (7412.060000 sec): 3 clusters
  Score: Raw -258085.301981 + Penalty 3729.229180 = -254356.072802
  nChanged 12
		SP:Iteration 11Q (7412.070000 sec): 3 clusters
  Score: Raw -258095.545277 + Penalty 3729.229180 = -254366.316097
  nChanged 10
		SP:Iteration 12Q (7412.070000 sec): 3 clusters
  Score: Raw -258103.508105 + Penalty 3729.229180 = -254374.278926
  nChanged 6
		SP:Iteration 13Q (7412.080000 sec): 3 clusters
  Score: Raw -258110.721011 + Penalty 3729.229180 = -254381.491831
  nChanged 9
		SP:Iteration 14Q (7412.080000 sec): 3 clusters
  Score: Raw -258115.189453 + Penalty 3729.229180 = -254385.960274
  nChanged 3
		SP:Iteration 15Q (7412.090000 sec): 3 clusters
  Score: Raw -258116.564053 + Penalty 3729.229180 = -254387.334874
  nChanged 2
		SP:Iteration 16Q (7412.100000 sec): 3 clusters
  Score: Raw -258117.567142 + Penalty 3729.229180 = -254388.337963
  nChanged 2
		SP:Iteration 17Q (7412.100000 sec): 3 clusters
  Score: Raw -258118.710646 + Penalty 3729.229180 = -254389.481466
  nChanged 3
		SP:Iteration 18Q (7412.110000 sec): 3 clusters
  Score: Raw -258120.535995 + Penalty 3729.229180 = -254391.306815
  nChanged 0
		SP:Iteration 19F (7412.120000 sec): 3 clusters
  Score: Raw -258120.535995 + Penalty 3729.229180 = -254391.306815
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7412.150000 sec): 2 clusters
  Score: Raw -1667290.254940 + Penalty 2305.786630 = -1664984.468310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7412.190000 sec): 3 clusters
  Score: Raw -1661406.633680 + Penalty 4611.573260 = -1656795.060420
  nChanged 4545
		SP:Iteration 1F (7412.220000 sec): 3 clusters
  Score: Raw -1663735.207286 + Penalty 4611.573260 = -1659123.634026
  nChanged 630
		SP:Iteration 2F (7412.260000 sec): 3 clusters
  Score: Raw -1663994.073554 + Penalty 4611.573260 = -1659382.500294
  nChanged 471
		SP:Iteration 3Q (7412.300000 sec): 3 clusters
  Score: Raw -1664162.381825 + Penalty 4611.573260 = -1659550.808566
  nChanged 391
		SP:Iteration 4Q (7412.340000 sec): 3 clusters
  Score: Raw -1664310.854540 + Penalty 4611.573260 = -1659699.281280
  nChanged 350
		SP:Iteration 5Q (7412.370000 sec): 3 clusters
  Score: Raw -1664432.573935 + Penalty 4611.573260 = -1659821.000675
  nChanged 324
		SP:Iteration 6Q (7412.410000 sec): 3 clusters
  Score: Raw -1664564.282972 + Penalty 4611.573260 = -1659952.709712
  nChanged 348
		SP:Iteration 7Q (7412.450000 sec): 3 clusters
  Score: Raw -1664696.886319 + Penalty 4611.573260 = -1660085.313059
  nChanged 329
		SP:Iteration 8Q (7412.480000 sec): 3 clusters
  Score: Raw -1664827.393106 + Penalty 4611.573260 = -1660215.819846
  nChanged 341
		SP:Iteration 9Q (7412.520000 sec): 3 clusters
  Score: Raw -1664975.524840 + Penalty 4611.573260 = -1660363.951580
  nChanged 406
		SP:Iteration 10Q (7412.560000 sec): 3 clusters
  Score: Raw -1665171.056070 + Penalty 4611.573260 = -1660559.482811
  nChanged 396
		SP:Iteration 11Q (7412.600000 sec): 3 clusters
  Score: Raw -1665363.873011 + Penalty 4611.573260 = -1660752.299751
  nChanged 397
		SP:Iteration 12Q (7412.630000 sec): 3 clusters
  Score: Raw -1665583.705070 + Penalty 4611.573260 = -1660972.131810
  nChanged 428
		SP:Iteration 13Q (7412.670000 sec): 3 clusters
  Score: Raw -1665823.241997 + Penalty 4611.573260 = -1661211.668737
  nChanged 395
		SP:Iteration 14Q (7412.710000 sec): 3 clusters
  Score: Raw -1666050.561688 + Penalty 4611.573260 = -1661438.988428
  nChanged 374
		SP:Iteration 15Q (7412.740000 sec): 3 clusters
  Score: Raw -1666298.412618 + Penalty 4611.573260 = -1661686.839358
  nChanged 387
		SP:Iteration 16Q (7412.780000 sec): 3 clusters
  Score: Raw -1666560.401943 + Penalty 4611.573260 = -1661948.828683
  nChanged 332
		SP:Iteration 17Q (7412.820000 sec): 3 clusters
  Score: Raw -1666800.946768 + Penalty 4611.573260 = -1662189.373508
  nChanged 306
		SP:Iteration 18Q (7412.850000 sec): 3 clusters
  Score: Raw -1667024.313648 + Penalty 4611.573260 = -1662412.740388
  nChanged 244
		SP:Iteration 19Q (7412.890000 sec): 3 clusters
  Score: Raw -1667199.969459 + Penalty 4611.573260 = -1662588.396199
  nChanged 160
		SP:Iteration 20F (7412.920000 sec): 3 clusters
  Score: Raw -1667305.652883 + Penalty 4611.573260 = -1662694.079623
  nChanged 125
		SP:Iteration 21Q (7412.960000 sec): 3 clusters
  Score: Raw -1667395.370455 + Penalty 4611.573260 = -1662783.797195
  nChanged 99
		SP:Iteration 22Q (7413.000000 sec): 3 clusters
  Score: Raw -1667472.847917 + Penalty 4611.573260 = -1662861.274657
  nChanged 78
		SP:Iteration 23Q (7413.030000 sec): 3 clusters
  Score: Raw -1667535.278390 + Penalty 4611.573260 = -1662923.705130
  nChanged 55
		SP:Iteration 24Q (7413.060000 sec): 3 clusters
  Score: Raw -1667568.554998 + Penalty 4611.573260 = -1662956.981738
  nChanged 35
		SP:Iteration 25Q (7413.090000 sec): 3 clusters
  Score: Raw -1667595.762652 + Penalty 4611.573260 = -1662984.189392
  nChanged 25
		SP:Iteration 26Q (7413.120000 sec): 3 clusters
  Score: Raw -1667609.296506 + Penalty 4611.573260 = -1662997.723246
  nChanged 10
		SP:Iteration 27Q (7413.160000 sec): 3 clusters
  Score: Raw -1667616.247858 + Penalty 4611.573260 = -1663004.674598
  nChanged 17
		SP:Iteration 28Q (7413.180000 sec): 3 clusters
  Score: Raw -1667627.167795 + Penalty 4611.573260 = -1663015.594535
  nChanged 11
		SP:Iteration 29Q (7413.220000 sec): 3 clusters
  Score: Raw -1667634.380489 + Penalty 4611.573260 = -1663022.807229
  nChanged 8
		SP:Iteration 30Q (7413.250000 sec): 3 clusters
  Score: Raw -1667640.394636 + Penalty 4611.573260 = -1663028.821376
  nChanged 10
		SP:Iteration 31Q (7413.280000 sec): 3 clusters
  Score: Raw -1667648.544771 + Penalty 4611.573260 = -1663036.971511
  nChanged 8
		SP:Iteration 32Q (7413.310000 sec): 3 clusters
  Score: Raw -1667653.840489 + Penalty 4611.573260 = -1663042.267229
  nChanged 8
		SP:Iteration 33Q (7413.340000 sec): 3 clusters
  Score: Raw -1667658.730300 + Penalty 4611.573260 = -1663047.157040
  nChanged 3
		SP:Iteration 34Q (7413.370000 sec): 3 clusters
  Score: Raw -1667660.742212 + Penalty 4611.573260 = -1663049.168953
  nChanged 1
		SP:Iteration 35Q (7413.400000 sec): 3 clusters
  Score: Raw -1667661.515371 + Penalty 4611.573260 = -1663049.942111
  nChanged 2
		SP:Iteration 36Q (7413.430000 sec): 3 clusters
  Score: Raw -1667663.468130 + Penalty 4611.573260 = -1663051.894870
  nChanged 4
		SP:Iteration 37Q (7413.460000 sec): 3 clusters
  Score: Raw -1667666.840442 + Penalty 4611.573260 = -1663055.267182
  nChanged 3
		SP:Iteration 38Q (7413.490000 sec): 3 clusters
  Score: Raw -1667670.294944 + Penalty 4611.573260 = -1663058.721684
  nChanged 5
		SP:Iteration 39Q (7413.520000 sec): 3 clusters
  Score: Raw -1667674.407662 + Penalty 4611.573260 = -1663062.834402
  nChanged 2
		SP:Iteration 40F (7413.560000 sec): 3 clusters
  Score: Raw -1667674.993855 + Penalty 4611.573260 = -1663063.420596
  nChanged 1
		SP:Iteration 41Q (7413.580000 sec): 3 clusters
  Score: Raw -1667675.697625 + Penalty 4611.573260 = -1663064.124365
  nChanged 2
		SP:Iteration 42Q (7413.620000 sec): 3 clusters
  Score: Raw -1667676.896717 + Penalty 4611.573260 = -1663065.323457
  nChanged 3
		SP:Iteration 43Q (7413.640000 sec): 3 clusters
  Score: Raw -1667678.258801 + Penalty 4611.573260 = -1663066.685541
  nChanged 1
		SP:Iteration 44Q (7413.680000 sec): 3 clusters
  Score: Raw -1667678.459407 + Penalty 4611.573260 = -1663066.886147
  nChanged 0
		SP:Iteration 45F (7413.710000 sec): 3 clusters
  Score: Raw -1667678.459407 + Penalty 4611.573260 = -1663066.886147
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7413.760000 sec): 2 clusters
  Score: Raw -1983829.703091 + Penalty 2369.392247 = -1981460.310844
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7413.810000 sec): 3 clusters
  Score: Raw -1975905.773820 + Penalty 4738.784494 = -1971166.989326
  nChanged 6034
		SP:Iteration 1F (7413.860000 sec): 3 clusters
  Score: Raw -1978985.633075 + Penalty 4738.784494 = -1974246.848581
  nChanged 835
		SP:Iteration 2F (7413.900000 sec): 3 clusters
  Score: Raw -1979337.208720 + Penalty 4738.784494 = -1974598.424226
  nChanged 726
		SP:Iteration 3F (7413.950000 sec): 3 clusters
  Score: Raw -1979630.127681 + Penalty 4738.784494 = -1974891.343187
  nChanged 603
		SP:Iteration 4Q (7414.000000 sec): 3 clusters
  Score: Raw -1979871.857141 + Penalty 4738.784494 = -1975133.072648
  nChanged 563
		SP:Iteration 5Q (7414.050000 sec): 3 clusters
  Score: Raw -1980112.620914 + Penalty 4738.784494 = -1975373.836420
  nChanged 532
		SP:Iteration 6Q (7414.090000 sec): 3 clusters
  Score: Raw -1980359.892382 + Penalty 4738.784494 = -1975621.107888
  nChanged 526
		SP:Iteration 7Q (7414.140000 sec): 3 clusters
  Score: Raw -1980642.573554 + Penalty 4738.784494 = -1975903.789061
  nChanged 568
		SP:Iteration 8Q (7414.190000 sec): 3 clusters
  Score: Raw -1980979.132793 + Penalty 4738.784494 = -1976240.348299
  nChanged 624
		SP:Iteration 9Q (7414.240000 sec): 3 clusters
  Score: Raw -1981388.393436 + Penalty 4738.784494 = -1976649.608942
  nChanged 704
		SP:Iteration 10Q (7414.280000 sec): 3 clusters
  Score: Raw -1981920.575633 + Penalty 4738.784494 = -1977181.791139
  nChanged 725
		SP:Iteration 11F (7414.330000 sec): 3 clusters
  Score: Raw -1982499.794379 + Penalty 4738.784494 = -1977761.009885
  nChanged 622
		SP:Iteration 12Q (7414.380000 sec): 3 clusters
  Score: Raw -1983022.735586 + Penalty 4738.784494 = -1978283.951092
  nChanged 474
		SP:Iteration 13Q (7414.420000 sec): 3 clusters
  Score: Raw -1983422.385867 + Penalty 4738.784494 = -1978683.601374
  nChanged 333
		SP:Iteration 14Q (7414.460000 sec): 3 clusters
  Score: Raw -1983728.482439 + Penalty 4738.784494 = -1978989.697945
  nChanged 217
		SP:Iteration 15Q (7414.500000 sec): 3 clusters
  Score: Raw -1983927.741065 + Penalty 4738.784494 = -1979188.956571
  nChanged 125
		SP:Iteration 16Q (7414.540000 sec): 3 clusters
  Score: Raw -1984030.850149 + Penalty 4738.784494 = -1979292.065655
  nChanged 105
		SP:Iteration 17Q (7414.580000 sec): 3 clusters
  Score: Raw -1984115.777748 + Penalty 4738.784494 = -1979376.993254
  nChanged 70
		SP:Iteration 18Q (7414.620000 sec): 3 clusters
  Score: Raw -1984172.386231 + Penalty 4738.784494 = -1979433.601737
  nChanged 50
		SP:Iteration 19Q (7414.660000 sec): 3 clusters
  Score: Raw -1984215.800409 + Penalty 4738.784494 = -1979477.015915
  nChanged 31
		SP:Iteration 20F (7414.700000 sec): 3 clusters
  Score: Raw -1984246.424853 + Penalty 4738.784494 = -1979507.640359
  nChanged 26
		SP:Iteration 21Q (7414.740000 sec): 3 clusters
  Score: Raw -1984267.318820 + Penalty 4738.784494 = -1979528.534326
  nChanged 14
		SP:Iteration 22Q (7414.780000 sec): 3 clusters
  Score: Raw -1984277.623227 + Penalty 4738.784494 = -1979538.838733
  nChanged 10
		SP:Iteration 23Q (7414.810000 sec): 3 clusters
  Score: Raw -1984283.917849 + Penalty 4738.784494 = -1979545.133355
  nChanged 5
		SP:Iteration 24Q (7414.840000 sec): 3 clusters
  Score: Raw -1984289.462842 + Penalty 4738.784494 = -1979550.678348
  nChanged 4
		SP:Iteration 25Q (7414.880000 sec): 3 clusters
  Score: Raw -1984292.084188 + Penalty 4738.784494 = -1979553.299694
  nChanged 4
		SP:Iteration 26Q (7414.920000 sec): 3 clusters
  Score: Raw -1984295.385482 + Penalty 4738.784494 = -1979556.600988
  nChanged 2
		SP:Iteration 27Q (7414.950000 sec): 3 clusters
  Score: Raw -1984297.299786 + Penalty 4738.784494 = -1979558.515292
  nChanged 2
		SP:Iteration 28Q (7414.990000 sec): 3 clusters
  Score: Raw -1984298.122592 + Penalty 4738.784494 = -1979559.338098
  nChanged 1
		SP:Iteration 29Q (7415.020000 sec): 3 clusters
  Score: Raw -1984298.627369 + Penalty 4738.784494 = -1979559.842875
  nChanged 0
		SP:Iteration 30F (7415.070000 sec): 3 clusters
  Score: Raw -1984298.627369 + Penalty 4738.784494 = -1979559.842875
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7415.090000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7415.090000 sec): 3 clusters
  Score: Raw -73199.869804 + Penalty 3074.445443 = -70125.424360
  nChanged 93
		SP:Iteration 1F (7415.090000 sec): 3 clusters
  Score: Raw -73378.030615 + Penalty 3074.445443 = -70303.585172
  nChanged 22
		SP:Iteration 2Q (7415.090000 sec): 3 clusters
  Score: Raw -73426.351005 + Penalty 3074.445443 = -70351.905561
  nChanged 10
		SP:Iteration 3Q (7415.090000 sec): 3 clusters
  Score: Raw -73447.738137 + Penalty 3074.445443 = -70373.292694
  nChanged 1
		SP:Iteration 4Q (7415.090000 sec): 3 clusters
  Score: Raw -73448.676940 + Penalty 3074.445443 = -70374.231497
  nChanged 0
		SP:Iteration 5F (7415.090000 sec): 3 clusters
  Score: Raw -73448.676940 + Penalty 3074.445443 = -70374.231497
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7415.100000 sec): 2 clusters
  Score: Raw -311076.517204 + Penalty 1906.623297 = -309169.893907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7415.110000 sec): 3 clusters
  Score: Raw -310225.452283 + Penalty 3813.246595 = -306412.205688
  nChanged 722
		SP:Iteration 1F (7415.120000 sec): 3 clusters
  Score: Raw -310755.886657 + Penalty 3813.246595 = -306942.640062
  nChanged 152
		SP:Iteration 2F (7415.130000 sec): 3 clusters
  Score: Raw -310879.423945 + Penalty 3813.246595 = -307066.177351
  nChanged 87
		SP:Iteration 3Q (7415.130000 sec): 3 clusters
  Score: Raw -310941.523535 + Penalty 3813.246595 = -307128.276940
  nChanged 62
		SP:Iteration 4Q (7415.140000 sec): 3 clusters
  Score: Raw -310986.903661 + Penalty 3813.246595 = -307173.657066
  nChanged 44
		SP:Iteration 5Q (7415.150000 sec): 3 clusters
  Score: Raw -311020.896324 + Penalty 3813.246595 = -307207.649729
  nChanged 39
		SP:Iteration 6Q (7415.160000 sec): 3 clusters
  Score: Raw -311053.485652 + Penalty 3813.246595 = -307240.239057
  nChanged 37
		SP:Iteration 7Q (7415.160000 sec): 3 clusters
  Score: Raw -311079.799324 + Penalty 3813.246595 = -307266.552729
  nChanged 26
		SP:Iteration 8Q (7415.170000 sec): 3 clusters
  Score: Raw -311097.237138 + Penalty 3813.246595 = -307283.990544
  nChanged 25
		SP:Iteration 9Q (7415.180000 sec): 3 clusters
  Score: Raw -311113.068151 + Penalty 3813.246595 = -307299.821556
  nChanged 16
		SP:Iteration 10Q (7415.190000 sec): 3 clusters
  Score: Raw -311121.989862 + Penalty 3813.246595 = -307308.743268
  nChanged 8
		SP:Iteration 11Q (7415.190000 sec): 3 clusters
  Score: Raw -311126.638560 + Penalty 3813.246595 = -307313.391966
  nChanged 5
		SP:Iteration 12Q (7415.200000 sec): 3 clusters
  Score: Raw -311129.146097 + Penalty 3813.246595 = -307315.899503
  nChanged 4
		SP:Iteration 13Q (7415.210000 sec): 3 clusters
  Score: Raw -311131.399016 + Penalty 3813.246595 = -307318.152421
  nChanged 6
		SP:Iteration 14Q (7415.210000 sec): 3 clusters
  Score: Raw -311134.595614 + Penalty 3813.246595 = -307321.349019
  nChanged 2
		SP:Iteration 15Q (7415.220000 sec): 3 clusters
  Score: Raw -311136.669088 + Penalty 3813.246595 = -307323.422494
  nChanged 4
		SP:Iteration 16Q (7415.230000 sec): 3 clusters
  Score: Raw -311138.207065 + Penalty 3813.246595 = -307324.960470
  nChanged 1
		SP:Iteration 17Q (7415.240000 sec): 3 clusters
  Score: Raw -311138.595974 + Penalty 3813.246595 = -307325.349379
  nChanged 2
		SP:Iteration 18Q (7415.250000 sec): 3 clusters
  Score: Raw -311139.824211 + Penalty 3813.246595 = -307326.577616
  nChanged 3
		SP:Iteration 19Q (7415.250000 sec): 3 clusters
  Score: Raw -311141.279502 + Penalty 3813.246595 = -307328.032908
  nChanged 0
		SP:Iteration 20F (7415.260000 sec): 3 clusters
  Score: Raw -311141.279502 + Penalty 3813.246595 = -307328.032908
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7415.360000 sec): 2 clusters
  Score: Raw -4602218.828069 + Penalty 2568.798938 = -4599650.029131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7415.470000 sec): 3 clusters
  Score: Raw -4583222.705837 + Penalty 5137.597876 = -4578085.107961
  nChanged 14252
		SP:Iteration 1F (7415.590000 sec): 3 clusters
  Score: Raw -4591161.919831 + Penalty 5137.597876 = -4586024.321954
  nChanged 1686
		SP:Iteration 2F (7415.700000 sec): 3 clusters
  Score: Raw -4591947.313389 + Penalty 5137.597876 = -4586809.715513
  nChanged 1787
		SP:Iteration 3F (7415.810000 sec): 3 clusters
  Score: Raw -4592920.839725 + Penalty 5137.597876 = -4587783.241849
  nChanged 1911
		SP:Iteration 4F (7415.920000 sec): 3 clusters
  Score: Raw -4594024.840522 + Penalty 5137.597876 = -4588887.242646
  nChanged 1934
		SP:Iteration 5F (7416.030000 sec): 3 clusters
  Score: Raw -4595269.113133 + Penalty 5137.597876 = -4590131.515257
  nChanged 1971
		SP:Iteration 6F (7416.140000 sec): 3 clusters
  Score: Raw -4596506.530685 + Penalty 5137.597876 = -4591368.932808
  nChanged 1810
		SP:Iteration 7F (7416.250000 sec): 3 clusters
  Score: Raw -4597531.498125 + Penalty 5137.597876 = -4592393.900249
  nChanged 1474
		SP:Iteration 8Q (7416.360000 sec): 3 clusters
  Score: Raw -4598222.900194 + Penalty 5137.597876 = -4593085.302317
  nChanged 1109
		SP:Iteration 9Q (7416.470000 sec): 3 clusters
  Score: Raw -4598593.322852 + Penalty 5137.597876 = -4593455.724975
  nChanged 743
		SP:Iteration 10Q (7416.590000 sec): 3 clusters
  Score: Raw -4598776.580499 + Penalty 5137.597876 = -4593638.982622
  nChanged 500
		SP:Iteration 11Q (7416.700000 sec): 3 clusters
  Score: Raw -4598866.564100 + Penalty 5137.597876 = -4593728.966223
  nChanged 323
		SP:Iteration 12Q (7416.810000 sec): 3 clusters
  Score: Raw -4598912.258886 + Penalty 5137.597876 = -4593774.661009
  nChanged 225
		SP:Iteration 13Q (7416.920000 sec): 3 clusters
  Score: Raw -4598941.786310 + Penalty 5137.597876 = -4593804.188433
  nChanged 188
		SP:Iteration 14Q (7417.030000 sec): 3 clusters
  Score: Raw -4598965.008064 + Penalty 5137.597876 = -4593827.410187
  nChanged 160
		SP:Iteration 15Q (7417.140000 sec): 3 clusters
  Score: Raw -4598982.717668 + Penalty 5137.597876 = -4593845.119791
  nChanged 122
		SP:Iteration 16Q (7417.250000 sec): 3 clusters
  Score: Raw -4598998.019337 + Penalty 5137.597876 = -4593860.421460
  nChanged 130
		SP:Iteration 17Q (7417.360000 sec): 3 clusters
  Score: Raw -4599013.694202 + Penalty 5137.597876 = -4593876.096325
  nChanged 100
		SP:Iteration 18Q (7417.470000 sec): 3 clusters
  Score: Raw -4599023.737787 + Penalty 5137.597876 = -4593886.139910
  nChanged 97
		SP:Iteration 19Q (7417.590000 sec): 3 clusters
  Score: Raw -4599033.503789 + Penalty 5137.597876 = -4593895.905912
  nChanged 82
		SP:Iteration 20F (7417.690000 sec): 3 clusters
  Score: Raw -4599040.961414 + Penalty 5137.597876 = -4593903.363537
  nChanged 81
		SP:Iteration 21Q (7417.810000 sec): 3 clusters
  Score: Raw -4599048.638104 + Penalty 5137.597876 = -4593911.040228
  nChanged 76
		SP:Iteration 22Q (7417.920000 sec): 3 clusters
  Score: Raw -4599055.718916 + Penalty 5137.597876 = -4593918.121040
  nChanged 70
		SP:Iteration 23Q (7418.030000 sec): 3 clusters
  Score: Raw -4599061.791775 + Penalty 5137.597876 = -4593924.193899
  nChanged 76
		SP:Iteration 24Q (7418.140000 sec): 3 clusters
  Score: Raw -4599068.069437 + Penalty 5137.597876 = -4593930.471561
  nChanged 61
		SP:Iteration 25Q (7418.250000 sec): 3 clusters
  Score: Raw -4599073.416153 + Penalty 5137.597876 = -4593935.818277
  nChanged 63
		SP:Iteration 26Q (7418.350000 sec): 3 clusters
  Score: Raw -4599078.731880 + Penalty 5137.597876 = -4593941.134003
  nChanged 59
		SP:Iteration 27Q (7418.460000 sec): 3 clusters
  Score: Raw -4599084.839144 + Penalty 5137.597876 = -4593947.241268
  nChanged 57
		SP:Iteration 28Q (7418.570000 sec): 3 clusters
  Score: Raw -4599091.404932 + Penalty 5137.597876 = -4593953.807056
  nChanged 67
		SP:Iteration 29Q (7418.680000 sec): 3 clusters
  Score: Raw -4599096.394880 + Penalty 5137.597876 = -4593958.797004
  nChanged 60
		SP:Iteration 30Q (7418.780000 sec): 3 clusters
  Score: Raw -4599100.572887 + Penalty 5137.597876 = -4593962.975010
  nChanged 55
		SP:Iteration 31Q (7418.890000 sec): 3 clusters
  Score: Raw -4599104.436438 + Penalty 5137.597876 = -4593966.838561
  nChanged 50
		SP:Iteration 32Q (7419.000000 sec): 3 clusters
  Score: Raw -4599107.658225 + Penalty 5137.597876 = -4593970.060349
  nChanged 53
		SP:Iteration 33Q (7419.110000 sec): 3 clusters
  Score: Raw -4599111.595622 + Penalty 5137.597876 = -4593973.997745
  nChanged 45
		SP:Iteration 34Q (7419.210000 sec): 3 clusters
  Score: Raw -4599114.984071 + Penalty 5137.597876 = -4593977.386195
  nChanged 50
		SP:Iteration 35Q (7419.330000 sec): 3 clusters
  Score: Raw -4599118.203438 + Penalty 5137.597876 = -4593980.605562
  nChanged 43
		SP:Iteration 36Q (7419.430000 sec): 3 clusters
  Score: Raw -4599121.373914 + Penalty 5137.597876 = -4593983.776038
  nChanged 40
		SP:Iteration 37Q (7419.550000 sec): 3 clusters
  Score: Raw -4599123.970605 + Penalty 5137.597876 = -4593986.372729
  nChanged 35
		SP:Iteration 38Q (7419.650000 sec): 3 clusters
  Score: Raw -4599126.508595 + Penalty 5137.597876 = -4593988.910719
  nChanged 34
		SP:Iteration 39Q (7419.760000 sec): 3 clusters
  Score: Raw -4599128.940764 + Penalty 5137.597876 = -4593991.342887
  nChanged 40
		SP:Iteration 40F (7419.870000 sec): 3 clusters
  Score: Raw -4599131.689657 + Penalty 5137.597876 = -4593994.091780
  nChanged 44
		SP:Iteration 41Q (7419.980000 sec): 3 clusters
  Score: Raw -4599134.285086 + Penalty 5137.597876 = -4593996.687210
  nChanged 34
		SP:Iteration 42Q (7420.090000 sec): 3 clusters
  Score: Raw -4599136.748911 + Penalty 5137.597876 = -4593999.151035
  nChanged 34
		SP:Iteration 43Q (7420.200000 sec): 3 clusters
  Score: Raw -4599139.139778 + Penalty 5137.597876 = -4594001.541902
  nChanged 30
		SP:Iteration 44Q (7420.310000 sec): 3 clusters
  Score: Raw -4599140.731791 + Penalty 5137.597876 = -4594003.133915
  nChanged 30
		SP:Iteration 45Q (7420.430000 sec): 3 clusters
  Score: Raw -4599142.294403 + Penalty 5137.597876 = -4594004.696526
  nChanged 28
		SP:Iteration 46Q (7420.540000 sec): 3 clusters
  Score: Raw -4599143.785289 + Penalty 5137.597876 = -4594006.187412
  nChanged 26
		SP:Iteration 47Q (7420.650000 sec): 3 clusters
  Score: Raw -4599145.275669 + Penalty 5137.597876 = -4594007.677793
  nChanged 21
		SP:Iteration 48Q (7420.760000 sec): 3 clusters
  Score: Raw -4599146.337697 + Penalty 5137.597876 = -4594008.739820
  nChanged 14
		SP:Iteration 49Q (7420.870000 sec): 3 clusters
  Score: Raw -4599147.103719 + Penalty 5137.597876 = -4594009.505843
  nChanged 17
		SP:Iteration 50Q (7420.980000 sec): 3 clusters
  Score: Raw -4599148.194831 + Penalty 5137.597876 = -4594010.596955
  nChanged 20
		SP:Iteration 51Q (7421.090000 sec): 3 clusters
  Score: Raw -4599149.395956 + Penalty 5137.597876 = -4594011.798079
  nChanged 18
		SP:Iteration 52Q (7421.210000 sec): 3 clusters
  Score: Raw -4599150.443486 + Penalty 5137.597876 = -4594012.845610
  nChanged 18
		SP:Iteration 53Q (7421.310000 sec): 3 clusters
  Score: Raw -4599151.520327 + Penalty 5137.597876 = -4594013.922450
  nChanged 17
		SP:Iteration 54Q (7421.420000 sec): 3 clusters
  Score: Raw -4599152.448699 + Penalty 5137.597876 = -4594014.850823
  nChanged 16
		SP:Iteration 55Q (7421.530000 sec): 3 clusters
  Score: Raw -4599153.094019 + Penalty 5137.597876 = -4594015.496142
  nChanged 14
		SP:Iteration 56Q (7421.650000 sec): 3 clusters
  Score: Raw -4599153.798622 + Penalty 5137.597876 = -4594016.200745
  nChanged 21
		SP:Iteration 57Q (7421.760000 sec): 3 clusters
  Score: Raw -4599154.934539 + Penalty 5137.597876 = -4594017.336663
  nChanged 16
		SP:Iteration 58Q (7421.870000 sec): 3 clusters
  Score: Raw -4599155.902755 + Penalty 5137.597876 = -4594018.304878
  nChanged 15
		SP:Iteration 59Q (7421.980000 sec): 3 clusters
  Score: Raw -4599156.542429 + Penalty 5137.597876 = -4594018.944552
  nChanged 12
		SP:Iteration 60F (7422.090000 sec): 3 clusters
  Score: Raw -4599156.992897 + Penalty 5137.597876 = -4594019.395021
  nChanged 9
		SP:Iteration 61Q (7422.200000 sec): 3 clusters
  Score: Raw -4599157.449637 + Penalty 5137.597876 = -4594019.851761
  nChanged 11
		SP:Iteration 62Q (7422.310000 sec): 3 clusters
  Score: Raw -4599157.970816 + Penalty 5137.597876 = -4594020.372939
  nChanged 10
		SP:Iteration 63Q (7422.430000 sec): 3 clusters
  Score: Raw -4599158.259735 + Penalty 5137.597876 = -4594020.661859
  nChanged 3
		SP:Iteration 64Q (7422.530000 sec): 3 clusters
  Score: Raw -4599158.397948 + Penalty 5137.597876 = -4594020.800072
  nChanged 6
		SP:Iteration 65Q (7422.650000 sec): 3 clusters
  Score: Raw -4599158.674836 + Penalty 5137.597876 = -4594021.076960
  nChanged 11
		SP:Iteration 66Q (7422.760000 sec): 3 clusters
  Score: Raw -4599159.211350 + Penalty 5137.597876 = -4594021.613474
  nChanged 12
		SP:Iteration 67Q (7422.870000 sec): 3 clusters
  Score: Raw -4599159.899523 + Penalty 5137.597876 = -4594022.301647
  nChanged 13
		SP:Iteration 68Q (7422.980000 sec): 3 clusters
  Score: Raw -4599160.517209 + Penalty 5137.597876 = -4594022.919333
  nChanged 12
		SP:Iteration 69Q (7423.090000 sec): 3 clusters
  Score: Raw -4599161.226558 + Penalty 5137.597876 = -4594023.628681
  nChanged 16
		SP:Iteration 70Q (7423.200000 sec): 3 clusters
  Score: Raw -4599162.039448 + Penalty 5137.597876 = -4594024.441572
  nChanged 16
		SP:Iteration 71Q (7423.310000 sec): 3 clusters
  Score: Raw -4599162.867329 + Penalty 5137.597876 = -4594025.269453
  nChanged 17
		SP:Iteration 72Q (7423.430000 sec): 3 clusters
  Score: Raw -4599163.772342 + Penalty 5137.597876 = -4594026.174466
  nChanged 29
		SP:Iteration 73Q (7423.530000 sec): 3 clusters
  Score: Raw -4599165.269845 + Penalty 5137.597876 = -4594027.671969
  nChanged 19
		SP:Iteration 74Q (7423.650000 sec): 3 clusters
  Score: Raw -4599166.172301 + Penalty 5137.597876 = -4594028.574425
  nChanged 16
		SP:Iteration 75Q (7423.760000 sec): 3 clusters
  Score: Raw -4599166.892555 + Penalty 5137.597876 = -4594029.294679
  nChanged 20
		SP:Iteration 76Q (7423.870000 sec): 3 clusters
  Score: Raw -4599167.747248 + Penalty 5137.597876 = -4594030.149372
  nChanged 18
		SP:Iteration 77Q (7423.980000 sec): 3 clusters
  Score: Raw -4599168.415588 + Penalty 5137.597876 = -4594030.817712
  nChanged 12
		SP:Iteration 78Q (7424.090000 sec): 3 clusters
  Score: Raw -4599168.833476 + Penalty 5137.597876 = -4594031.235600
  nChanged 7
		SP:Iteration 79Q (7424.210000 sec): 3 clusters
  Score: Raw -4599169.044897 + Penalty 5137.597876 = -4594031.447020
  nChanged 7
		SP:Iteration 80F (7424.320000 sec): 3 clusters
  Score: Raw -4599169.363569 + Penalty 5137.597876 = -4594031.765692
  nChanged 10
		SP:Iteration 81Q (7424.430000 sec): 3 clusters
  Score: Raw -4599169.727819 + Penalty 5137.597876 = -4594032.129943
  nChanged 6
		SP:Iteration 82Q (7424.540000 sec): 3 clusters
  Score: Raw -4599169.941929 + Penalty 5137.597876 = -4594032.344052
  nChanged 3
		SP:Iteration 83Q (7424.650000 sec): 3 clusters
  Score: Raw -4599170.112030 + Penalty 5137.597876 = -4594032.514154
  nChanged 4
		SP:Iteration 84Q (7424.760000 sec): 3 clusters
  Score: Raw -4599170.360989 + Penalty 5137.597876 = -4594032.763112
  nChanged 11
		SP:Iteration 85Q (7424.870000 sec): 3 clusters
  Score: Raw -4599170.994740 + Penalty 5137.597876 = -4594033.396863
  nChanged 12
		SP:Iteration 86Q (7424.980000 sec): 3 clusters
  Score: Raw -4599171.642530 + Penalty 5137.597876 = -4594034.044654
  nChanged 14
		SP:Iteration 87Q (7425.090000 sec): 3 clusters
  Score: Raw -4599172.301100 + Penalty 5137.597876 = -4594034.703224
  nChanged 10
		SP:Iteration 88Q (7425.210000 sec): 3 clusters
  Score: Raw -4599172.762859 + Penalty 5137.597876 = -4594035.164983
  nChanged 10
		SP:Iteration 89Q (7425.310000 sec): 3 clusters
  Score: Raw -4599173.224138 + Penalty 5137.597876 = -4594035.626262
  nChanged 8
		SP:Iteration 90Q (7425.420000 sec): 3 clusters
  Score: Raw -4599173.632256 + Penalty 5137.597876 = -4594036.034379
  nChanged 11
		SP:Iteration 91Q (7425.530000 sec): 3 clusters
  Score: Raw -4599174.262091 + Penalty 5137.597876 = -4594036.664214
  nChanged 12
		SP:Iteration 92Q (7425.640000 sec): 3 clusters
  Score: Raw -4599174.788477 + Penalty 5137.597876 = -4594037.190601
  nChanged 8
		SP:Iteration 93Q (7425.750000 sec): 3 clusters
  Score: Raw -4599175.170146 + Penalty 5137.597876 = -4594037.572270
  nChanged 8
		SP:Iteration 94Q (7425.850000 sec): 3 clusters
  Score: Raw -4599175.429743 + Penalty 5137.597876 = -4594037.831866
  nChanged 3
		SP:Iteration 95Q (7425.960000 sec): 3 clusters
  Score: Raw -4599175.568501 + Penalty 5137.597876 = -4594037.970624
  nChanged 4
		SP:Iteration 96Q (7426.070000 sec): 3 clusters
  Score: Raw -4599175.770268 + Penalty 5137.597876 = -4594038.172391
  nChanged 5
		SP:Iteration 97Q (7426.180000 sec): 3 clusters
  Score: Raw -4599175.929371 + Penalty 5137.597876 = -4594038.331495
  nChanged 4
		SP:Iteration 98Q (7426.290000 sec): 3 clusters
  Score: Raw -4599176.069123 + Penalty 5137.597876 = -4594038.471246
  nChanged 8
		SP:Iteration 99Q (7426.390000 sec): 3 clusters
  Score: Raw -4599176.476618 + Penalty 5137.597876 = -4594038.878741
  nChanged 7
		SP:Iteration 100F (7426.510000 sec): 3 clusters
  Score: Raw -4599176.737022 + Penalty 5137.597876 = -4594039.139146
  nChanged 5
		SP:Iteration 101Q (7426.610000 sec): 3 clusters
  Score: Raw -4599176.942235 + Penalty 5137.597876 = -4594039.344359
  nChanged 7
		SP:Iteration 102Q (7426.730000 sec): 3 clusters
  Score: Raw -4599177.324041 + Penalty 5137.597876 = -4594039.726165
  nChanged 11
		SP:Iteration 103Q (7426.830000 sec): 3 clusters
  Score: Raw -4599177.751880 + Penalty 5137.597876 = -4594040.154004
  nChanged 7
		SP:Iteration 104Q (7426.940000 sec): 3 clusters
  Score: Raw -4599178.075924 + Penalty 5137.597876 = -4594040.478047
  nChanged 7
		SP:Iteration 105Q (7427.050000 sec): 3 clusters
  Score: Raw -4599178.353440 + Penalty 5137.597876 = -4594040.755563
  nChanged 8
		SP:Iteration 106Q (7427.160000 sec): 3 clusters
  Score: Raw -4599178.568783 + Penalty 5137.597876 = -4594040.970906
  nChanged 6
		SP:Iteration 107Q (7427.270000 sec): 3 clusters
  Score: Raw -4599178.799958 + Penalty 5137.597876 = -4594041.202081
  nChanged 5
		SP:Iteration 108Q (7427.380000 sec): 3 clusters
  Score: Raw -4599179.142433 + Penalty 5137.597876 = -4594041.544556
  nChanged 7
		SP:Iteration 109Q (7427.490000 sec): 3 clusters
  Score: Raw -4599179.609441 + Penalty 5137.597876 = -4594042.011565
  nChanged 13
		SP:Iteration 110Q (7427.610000 sec): 3 clusters
  Score: Raw -4599180.283854 + Penalty 5137.597876 = -4594042.685978
  nChanged 14
		SP:Iteration 111Q (7427.720000 sec): 3 clusters
  Score: Raw -4599180.885853 + Penalty 5137.597876 = -4594043.287977
  nChanged 11
		SP:Iteration 112Q (7427.830000 sec): 3 clusters
  Score: Raw -4599181.357754 + Penalty 5137.597876 = -4594043.759877
  nChanged 14
		SP:Iteration 113Q (7427.940000 sec): 3 clusters
  Score: Raw -4599182.043780 + Penalty 5137.597876 = -4594044.445904
  nChanged 13
		SP:Iteration 114Q (7428.050000 sec): 3 clusters
  Score: Raw -4599182.817493 + Penalty 5137.597876 = -4594045.219616
  nChanged 19
		SP:Iteration 115Q (7428.160000 sec): 3 clusters
  Score: Raw -4599183.784851 + Penalty 5137.597876 = -4594046.186974
  nChanged 21
		SP:Iteration 116Q (7428.270000 sec): 3 clusters
  Score: Raw -4599184.986050 + Penalty 5137.597876 = -4594047.388174
  nChanged 21
		SP:Iteration 117Q (7428.380000 sec): 3 clusters
  Score: Raw -4599186.142552 + Penalty 5137.597876 = -4594048.544676
  nChanged 30
		SP:Iteration 118Q (7428.490000 sec): 3 clusters
  Score: Raw -4599188.106102 + Penalty 5137.597876 = -4594050.508226
  nChanged 36
		SP:Iteration 119Q (7428.600000 sec): 3 clusters
  Score: Raw -4599190.852590 + Penalty 5137.597876 = -4594053.254713
  nChanged 42
		SP:Iteration 120F (7428.710000 sec): 3 clusters
  Score: Raw -4599193.756284 + Penalty 5137.597876 = -4594056.158408
  nChanged 38
		SP:Iteration 121Q (7428.820000 sec): 3 clusters
  Score: Raw -4599196.972306 + Penalty 5137.597876 = -4594059.374430
  nChanged 52
		SP:Iteration 122Q (7428.930000 sec): 3 clusters
  Score: Raw -4599200.873622 + Penalty 5137.597876 = -4594063.275745
  nChanged 53
		SP:Iteration 123Q (7429.050000 sec): 3 clusters
  Score: Raw -4599205.144208 + Penalty 5137.597876 = -4594067.546331
  nChanged 59
		SP:Iteration 124Q (7429.160000 sec): 3 clusters
  Score: Raw -4599210.168300 + Penalty 5137.597876 = -4594072.570423
  nChanged 69
		SP:Iteration 125Q (7429.270000 sec): 3 clusters
  Score: Raw -4599216.142985 + Penalty 5137.597876 = -4594078.545109
  nChanged 74
		SP:Iteration 126Q (7429.380000 sec): 3 clusters
  Score: Raw -4599222.508628 + Penalty 5137.597876 = -4594084.910751
  nChanged 74
		SP:Iteration 127Q (7429.490000 sec): 3 clusters
  Score: Raw -4599229.166773 + Penalty 5137.597876 = -4594091.568896
  nChanged 95
		SP:Iteration 128Q (7429.600000 sec): 3 clusters
  Score: Raw -4599238.694321 + Penalty 5137.597876 = -4594101.096445
  nChanged 115
		SP:Iteration 129Q (7429.710000 sec): 3 clusters
  Score: Raw -4599250.733421 + Penalty 5137.597876 = -4594113.135544
  nChanged 142
		SP:Iteration 130Q (7429.830000 sec): 3 clusters
  Score: Raw -4599268.227501 + Penalty 5137.597876 = -4594130.629625
  nChanged 154
		SP:Iteration 131Q (7429.940000 sec): 3 clusters
  Score: Raw -4599289.753450 + Penalty 5137.597876 = -4594152.155574
  nChanged 191
		SP:Iteration 132Q (7430.050000 sec): 3 clusters
  Score: Raw -4599318.536793 + Penalty 5137.597876 = -4594180.938916
  nChanged 205
		SP:Iteration 133Q (7430.160000 sec): 3 clusters
  Score: Raw -4599351.983412 + Penalty 5137.597876 = -4594214.385536
  nChanged 225
		SP:Iteration 134Q (7430.270000 sec): 3 clusters
  Score: Raw -4599391.814003 + Penalty 5137.597876 = -4594254.216126
  nChanged 250
		SP:Iteration 135Q (7430.380000 sec): 3 clusters
  Score: Raw -4599440.647574 + Penalty 5137.597876 = -4594303.049698
  nChanged 297
		SP:Iteration 136Q (7430.490000 sec): 3 clusters
  Score: Raw -4599508.170684 + Penalty 5137.597876 = -4594370.572807
  nChanged 325
		SP:Iteration 137Q (7430.600000 sec): 3 clusters
  Score: Raw -4599588.158157 + Penalty 5137.597876 = -4594450.560280
  nChanged 349
		SP:Iteration 138Q (7430.710000 sec): 3 clusters
  Score: Raw -4599680.882217 + Penalty 5137.597876 = -4594543.284341
  nChanged 415
		SP:Iteration 139Q (7430.820000 sec): 3 clusters
  Score: Raw -4599811.038461 + Penalty 5137.597876 = -4594673.440584
  nChanged 468
		SP:Iteration 140F (7430.930000 sec): 3 clusters
  Score: Raw -4599993.509988 + Penalty 5137.597876 = -4594855.912112
  nChanged 519
		SP:Iteration 141Q (7431.040000 sec): 3 clusters
  Score: Raw -4600246.857954 + Penalty 5137.597876 = -4595109.260078
  nChanged 583
		SP:Iteration 142Q (7431.150000 sec): 3 clusters
  Score: Raw -4600646.456340 + Penalty 5137.597876 = -4595508.858464
  nChanged 633
		SP:Iteration 143Q (7431.260000 sec): 3 clusters
  Score: Raw -4601310.348418 + Penalty 5137.597876 = -4596172.750542
  nChanged 608
		SP:Iteration 144Q (7431.370000 sec): 3 clusters
  Score: Raw -4602182.353472 + Penalty 5137.597876 = -4597044.755596
  nChanged 426
		SP:Iteration 145Q (7431.470000 sec): 3 clusters
  Score: Raw -4602647.863153 + Penalty 5137.597876 = -4597510.265276
  nChanged 315
		SP:Iteration 146Q (7431.560000 sec): 3 clusters
  Score: Raw -4602858.651002 + Penalty 5137.597876 = -4597721.053126
  nChanged 255
		SP:Iteration 147Q (7431.650000 sec): 3 clusters
  Score: Raw -4602981.369645 + Penalty 5137.597876 = -4597843.771769
  nChanged 190
		SP:Iteration 148Q (7431.740000 sec): 3 clusters
  Score: Raw -4603053.163145 + Penalty 5137.597876 = -4597915.565269
  nChanged 147
		SP:Iteration 149Q (7431.830000 sec): 3 clusters
  Score: Raw -4603104.122237 + Penalty 5137.597876 = -4597966.524360
  nChanged 112
		SP:Iteration 150Q (7431.910000 sec): 3 clusters
  Score: Raw -4603135.995173 + Penalty 5137.597876 = -4597998.397297
  nChanged 99
		SP:Iteration 151Q (7432.000000 sec): 3 clusters
  Score: Raw -4603161.890673 + Penalty 5137.597876 = -4598024.292797
  nChanged 70
		SP:Iteration 152Q (7432.090000 sec): 3 clusters
  Score: Raw -4603177.598465 + Penalty 5137.597876 = -4598040.000588
  nChanged 54
		SP:Iteration 153Q (7432.170000 sec): 3 clusters
  Score: Raw -4603190.063890 + Penalty 5137.597876 = -4598052.466014
  nChanged 42
		SP:Iteration 154Q (7432.260000 sec): 3 clusters
  Score: Raw -4603198.810209 + Penalty 5137.597876 = -4598061.212333
  nChanged 32
		SP:Iteration 155Q (7432.340000 sec): 3 clusters
  Score: Raw -4603204.132463 + Penalty 5137.597876 = -4598066.534586
  nChanged 23
		SP:Iteration 156Q (7432.430000 sec): 3 clusters
  Score: Raw -4603206.988482 + Penalty 5137.597876 = -4598069.390606
  nChanged 18
		SP:Iteration 157Q (7432.510000 sec): 3 clusters
  Score: Raw -4603209.386817 + Penalty 5137.597876 = -4598071.788941
  nChanged 9
		SP:Iteration 158Q (7432.600000 sec): 3 clusters
  Score: Raw -4603210.705892 + Penalty 5137.597876 = -4598073.108016
  nChanged 10
		SP:Iteration 159Q (7432.680000 sec): 3 clusters
  Score: Raw -4603212.215341 + Penalty 5137.597876 = -4598074.617465
  nChanged 12
		SP:Iteration 160F (7432.790000 sec): 3 clusters
  Score: Raw -4603214.147686 + Penalty 5137.597876 = -4598076.549810
  nChanged 14
		SP:Iteration 161Q (7432.870000 sec): 3 clusters
  Score: Raw -4603215.894540 + Penalty 5137.597876 = -4598078.296663
  nChanged 9
		SP:Iteration 162Q (7432.960000 sec): 3 clusters
  Score: Raw -4603217.017009 + Penalty 5137.597876 = -4598079.419133
  nChanged 10
		SP:Iteration 163Q (7433.040000 sec): 3 clusters
  Score: Raw -4603218.995856 + Penalty 5137.597876 = -4598081.397979
  nChanged 11
		SP:Iteration 164Q (7433.120000 sec): 3 clusters
  Score: Raw -4603220.899162 + Penalty 5137.597876 = -4598083.301286
  nChanged 10
		SP:Iteration 165Q (7433.210000 sec): 3 clusters
  Score: Raw -4603222.182109 + Penalty 5137.597876 = -4598084.584233
  nChanged 7
		SP:Iteration 166Q (7433.290000 sec): 3 clusters
  Score: Raw -4603223.342491 + Penalty 5137.597876 = -4598085.744614
  nChanged 4
		SP:Iteration 167Q (7433.380000 sec): 3 clusters
  Score: Raw -4603223.934787 + Penalty 5137.597876 = -4598086.336911
  nChanged 2
		SP:Iteration 168Q (7433.460000 sec): 3 clusters
  Score: Raw -4603224.392028 + Penalty 5137.597876 = -4598086.794152
  nChanged 4
		SP:Iteration 169Q (7433.540000 sec): 3 clusters
  Score: Raw -4603224.964547 + Penalty 5137.597876 = -4598087.366670
  nChanged 6
		SP:Iteration 170Q (7433.620000 sec): 3 clusters
  Score: Raw -4603225.799716 + Penalty 5137.597876 = -4598088.201840
  nChanged 6
		SP:Iteration 171Q (7433.710000 sec): 3 clusters
  Score: Raw -4603226.812707 + Penalty 5137.597876 = -4598089.214830
  nChanged 7
		SP:Iteration 172Q (7433.800000 sec): 3 clusters
  Score: Raw -4603228.048021 + Penalty 5137.597876 = -4598090.450144
  nChanged 9
		SP:Iteration 173Q (7433.880000 sec): 3 clusters
  Score: Raw -4603229.239177 + Penalty 5137.597876 = -4598091.641301
  nChanged 4
		SP:Iteration 174Q (7433.960000 sec): 3 clusters
  Score: Raw -4603229.787337 + Penalty 5137.597876 = -4598092.189461
  nChanged 7
		SP:Iteration 175Q (7434.040000 sec): 3 clusters
  Score: Raw -4603230.421472 + Penalty 5137.597876 = -4598092.823595
  nChanged 5
		SP:Iteration 176Q (7434.120000 sec): 3 clusters
  Score: Raw -4603231.196878 + Penalty 5137.597876 = -4598093.599001
  nChanged 4
		SP:Iteration 177Q (7434.210000 sec): 3 clusters
  Score: Raw -4603231.827628 + Penalty 5137.597876 = -4598094.229752
  nChanged 3
		SP:Iteration 178Q (7434.290000 sec): 3 clusters
  Score: Raw -4603232.401770 + Penalty 5137.597876 = -4598094.803894
  nChanged 6
		SP:Iteration 179Q (7434.380000 sec): 3 clusters
  Score: Raw -4603233.158295 + Penalty 5137.597876 = -4598095.560418
  nChanged 5
		SP:Iteration 180F (7434.490000 sec): 3 clusters
  Score: Raw -4603233.930710 + Penalty 5137.597876 = -4598096.332834
  nChanged 6
		SP:Iteration 181Q (7434.570000 sec): 3 clusters
  Score: Raw -4603234.712669 + Penalty 5137.597876 = -4598097.114793
  nChanged 4
		SP:Iteration 182Q (7434.660000 sec): 3 clusters
  Score: Raw -4603235.316699 + Penalty 5137.597876 = -4598097.718822
  nChanged 6
		SP:Iteration 183Q (7434.740000 sec): 3 clusters
  Score: Raw -4603236.088659 + Penalty 5137.597876 = -4598098.490783
  nChanged 4
		SP:Iteration 184Q (7434.830000 sec): 3 clusters
  Score: Raw -4603236.727833 + Penalty 5137.597876 = -4598099.129957
  nChanged 3
		SP:Iteration 185Q (7434.920000 sec): 3 clusters
  Score: Raw -4603237.299649 + Penalty 5137.597876 = -4598099.701772
  nChanged 5
		SP:Iteration 186Q (7435.000000 sec): 3 clusters
  Score: Raw -4603238.012892 + Penalty 5137.597876 = -4598100.415015
  nChanged 4
		SP:Iteration 187Q (7435.080000 sec): 3 clusters
  Score: Raw -4603238.644080 + Penalty 5137.597876 = -4598101.046203
  nChanged 2
		SP:Iteration 188Q (7435.170000 sec): 3 clusters
  Score: Raw -4603238.878799 + Penalty 5137.597876 = -4598101.280922
  nChanged 4
		SP:Iteration 189Q (7435.260000 sec): 3 clusters
  Score: Raw -4603239.701369 + Penalty 5137.597876 = -4598102.103492
  nChanged 5
		SP:Iteration 190Q (7435.340000 sec): 3 clusters
  Score: Raw -4603240.219379 + Penalty 5137.597876 = -4598102.621503
  nChanged 3
		SP:Iteration 191Q (7435.420000 sec): 3 clusters
  Score: Raw -4603240.791239 + Penalty 5137.597876 = -4598103.193363
  nChanged 7
		SP:Iteration 192Q (7435.500000 sec): 3 clusters
  Score: Raw -4603242.582671 + Penalty 5137.597876 = -4598104.984795
  nChanged 9
		SP:Iteration 193Q (7435.590000 sec): 3 clusters
  Score: Raw -4603244.719930 + Penalty 5137.597876 = -4598107.122054
  nChanged 7
		SP:Iteration 194Q (7435.670000 sec): 3 clusters
  Score: Raw -4603245.873640 + Penalty 5137.597876 = -4598108.275764
  nChanged 8
		SP:Iteration 195Q (7435.760000 sec): 3 clusters
  Score: Raw -4603247.101380 + Penalty 5137.597876 = -4598109.503504
  nChanged 7
		SP:Iteration 196Q (7435.840000 sec): 3 clusters
  Score: Raw -4603248.674142 + Penalty 5137.597876 = -4598111.076266
  nChanged 9
		SP:Iteration 197Q (7435.920000 sec): 3 clusters
  Score: Raw -4603250.408637 + Penalty 5137.597876 = -4598112.810761
  nChanged 10
		SP:Iteration 198Q (7436.010000 sec): 3 clusters
  Score: Raw -4603251.949337 + Penalty 5137.597876 = -4598114.351460
  nChanged 6
		SP:Iteration 199Q (7436.090000 sec): 3 clusters
  Score: Raw -4603253.544116 + Penalty 5137.597876 = -4598115.946239
  nChanged 8
		SP:Iteration 200F (7436.200000 sec): 3 clusters
  Score: Raw -4603254.752426 + Penalty 5137.597876 = -4598117.154549
  nChanged 8
		SP:Iteration 201Q (7436.290000 sec): 3 clusters
  Score: Raw -4603256.190158 + Penalty 5137.597876 = -4598118.592282
  nChanged 12
		SP:Iteration 202Q (7436.370000 sec): 3 clusters
  Score: Raw -4603257.977496 + Penalty 5137.597876 = -4598120.379620
  nChanged 7
		SP:Iteration 203Q (7436.460000 sec): 3 clusters
  Score: Raw -4603258.519877 + Penalty 5137.597876 = -4598120.922000
  nChanged 3
		SP:Iteration 204Q (7436.540000 sec): 3 clusters
  Score: Raw -4603259.093761 + Penalty 5137.597876 = -4598121.495885
  nChanged 5
		SP:Iteration 205Q (7436.620000 sec): 3 clusters
  Score: Raw -4603259.781132 + Penalty 5137.597876 = -4598122.183256
  nChanged 6
		SP:Iteration 206Q (7436.710000 sec): 3 clusters
  Score: Raw -4603260.647331 + Penalty 5137.597876 = -4598123.049455
  nChanged 7
		SP:Iteration 207Q (7436.800000 sec): 3 clusters
  Score: Raw -4603261.822413 + Penalty 5137.597876 = -4598124.224537
  nChanged 4
		SP:Iteration 208Q (7436.880000 sec): 3 clusters
  Score: Raw -4603262.287091 + Penalty 5137.597876 = -4598124.689214
  nChanged 2
		SP:Iteration 209Q (7436.970000 sec): 3 clusters
  Score: Raw -4603262.496870 + Penalty 5137.597876 = -4598124.898994
  nChanged 1
		SP:Iteration 210Q (7437.050000 sec): 3 clusters
  Score: Raw -4603262.573740 + Penalty 5137.597876 = -4598124.975864
  nChanged 1
		SP:Iteration 211Q (7437.140000 sec): 3 clusters
  Score: Raw -4603262.690976 + Penalty 5137.597876 = -4598125.093100
  nChanged 1
		SP:Iteration 212Q (7437.220000 sec): 3 clusters
  Score: Raw -4603262.788687 + Penalty 5137.597876 = -4598125.190811
  nChanged 0
		SP:Iteration 213F (7437.330000 sec): 3 clusters
  Score: Raw -4603262.788687 + Penalty 5137.597876 = -4598125.190811
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7437.640000 sec): 2 clusters
  Score: Raw -14350476.635145 + Penalty 2851.932735 = -14347624.702410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7437.980000 sec): 3 clusters
  Score: Raw -14287389.788243 + Penalty 5703.865470 = -14281685.922773
  nChanged 46534
		SP:Iteration 1F (7438.330000 sec): 3 clusters
  Score: Raw -14314091.250404 + Penalty 5703.865470 = -14308387.384934
  nChanged 3621
		SP:Iteration 2Q (7438.680000 sec): 3 clusters
  Score: Raw -14315059.655146 + Penalty 5703.865470 = -14309355.789676
  nChanged 3825
		SP:Iteration 3Q (7439.040000 sec): 3 clusters
  Score: Raw -14316243.008925 + Penalty 5703.865470 = -14310539.143455
  nChanged 4223
		SP:Iteration 4Q (7439.390000 sec): 3 clusters
  Score: Raw -14317739.221618 + Penalty 5703.865470 = -14312035.356148
  nChanged 4670
		SP:Iteration 5Q (7439.740000 sec): 3 clusters
  Score: Raw -14319620.093866 + Penalty 5703.865470 = -14313916.228395
  nChanged 5177
		SP:Iteration 6F (7440.080000 sec): 3 clusters
  Score: Raw -14322061.777739 + Penalty 5703.865470 = -14316357.912269
  nChanged 5723
		SP:Iteration 7F (7440.430000 sec): 3 clusters
  Score: Raw -14325179.212425 + Penalty 5703.865470 = -14319475.346955
  nChanged 6066
		SP:Iteration 8F (7440.780000 sec): 3 clusters
  Score: Raw -14328997.006882 + Penalty 5703.865470 = -14323293.141411
  nChanged 6096
		SP:Iteration 9F (7441.120000 sec): 3 clusters
  Score: Raw -14333470.071001 + Penalty 5703.865470 = -14327766.205531
  nChanged 5769
		SP:Iteration 10F (7441.470000 sec): 3 clusters
  Score: Raw -14338479.741494 + Penalty 5703.865470 = -14332775.876024
  nChanged 4652
		SP:Iteration 11Q (7441.810000 sec): 3 clusters
  Score: Raw -14342770.489719 + Penalty 5703.865470 = -14337066.624249
  nChanged 3122
		SP:Iteration 12Q (7442.140000 sec): 3 clusters
  Score: Raw -14345682.000765 + Penalty 5703.865470 = -14339978.135295
  nChanged 2091
		SP:Iteration 13Q (7442.440000 sec): 3 clusters
  Score: Raw -14347463.704094 + Penalty 5703.865470 = -14341759.838624
  nChanged 1402
		SP:Iteration 14Q (7442.730000 sec): 3 clusters
  Score: Raw -14348500.625191 + Penalty 5703.865470 = -14342796.759721
  nChanged 950
		SP:Iteration 15Q (7443.000000 sec): 3 clusters
  Score: Raw -14349104.325610 + Penalty 5703.865470 = -14343400.460140
  nChanged 712
		SP:Iteration 16Q (7443.270000 sec): 3 clusters
  Score: Raw -14349469.407788 + Penalty 5703.865470 = -14343765.542318
  nChanged 515
		SP:Iteration 17Q (7443.540000 sec): 3 clusters
  Score: Raw -14349730.654157 + Penalty 5703.865470 = -14344026.788687
  nChanged 469
		SP:Iteration 18Q (7443.800000 sec): 3 clusters
  Score: Raw -14349963.392011 + Penalty 5703.865470 = -14344259.526541
  nChanged 396
		SP:Iteration 19Q (7444.060000 sec): 3 clusters
  Score: Raw -14350148.655669 + Penalty 5703.865470 = -14344444.790199
  nChanged 370
		SP:Iteration 20F (7444.410000 sec): 3 clusters
  Score: Raw -14350313.423423 + Penalty 5703.865470 = -14344609.557952
  nChanged 321
		SP:Iteration 21Q (7444.670000 sec): 3 clusters
  Score: Raw -14350436.651103 + Penalty 5703.865470 = -14344732.785632
  nChanged 283
		SP:Iteration 22Q (7444.920000 sec): 3 clusters
  Score: Raw -14350552.139335 + Penalty 5703.865470 = -14344848.273865
  nChanged 285
		SP:Iteration 23Q (7445.180000 sec): 3 clusters
  Score: Raw -14350662.420871 + Penalty 5703.865470 = -14344958.555400
  nChanged 230
		SP:Iteration 24Q (7445.440000 sec): 3 clusters
  Score: Raw -14350736.027019 + Penalty 5703.865470 = -14345032.161549
  nChanged 181
		SP:Iteration 25Q (7445.700000 sec): 3 clusters
  Score: Raw -14350790.831648 + Penalty 5703.865470 = -14345086.966177
  nChanged 131
		SP:Iteration 26Q (7445.950000 sec): 3 clusters
  Score: Raw -14350831.946696 + Penalty 5703.865470 = -14345128.081226
  nChanged 130
		SP:Iteration 27Q (7446.200000 sec): 3 clusters
  Score: Raw -14350871.200318 + Penalty 5703.865470 = -14345167.334848
  nChanged 115
		SP:Iteration 28Q (7446.450000 sec): 3 clusters
  Score: Raw -14350902.719491 + Penalty 5703.865470 = -14345198.854021
  nChanged 99
		SP:Iteration 29Q (7446.700000 sec): 3 clusters
  Score: Raw -14350930.159277 + Penalty 5703.865470 = -14345226.293807
  nChanged 81
		SP:Iteration 30Q (7446.950000 sec): 3 clusters
  Score: Raw -14350949.621240 + Penalty 5703.865470 = -14345245.755770
  nChanged 74
		SP:Iteration 31Q (7447.200000 sec): 3 clusters
  Score: Raw -14350970.228406 + Penalty 5703.865470 = -14345266.362936
  nChanged 69
		SP:Iteration 32Q (7447.450000 sec): 3 clusters
  Score: Raw -14350990.423488 + Penalty 5703.865470 = -14345286.558018
  nChanged 68
		SP:Iteration 33Q (7447.700000 sec): 3 clusters
  Score: Raw -14351008.450170 + Penalty 5703.865470 = -14345304.584700
  nChanged 69
		SP:Iteration 34Q (7447.950000 sec): 3 clusters
  Score: Raw -14351026.399626 + Penalty 5703.865470 = -14345322.534156
  nChanged 68
		SP:Iteration 35Q (7448.200000 sec): 3 clusters
  Score: Raw -14351042.413957 + Penalty 5703.865470 = -14345338.548487
  nChanged 58
		SP:Iteration 36Q (7448.440000 sec): 3 clusters
  Score: Raw -14351059.080848 + Penalty 5703.865470 = -14345355.215378
  nChanged 54
		SP:Iteration 37Q (7448.690000 sec): 3 clusters
  Score: Raw -14351073.072117 + Penalty 5703.865470 = -14345369.206647
  nChanged 45
		SP:Iteration 38Q (7448.940000 sec): 3 clusters
  Score: Raw -14351084.627220 + Penalty 5703.865470 = -14345380.761750
  nChanged 38
		SP:Iteration 39Q (7449.190000 sec): 3 clusters
  Score: Raw -14351094.525028 + Penalty 5703.865470 = -14345390.659558
  nChanged 46
		SP:Iteration 40F (7449.530000 sec): 3 clusters
  Score: Raw -14351104.740716 + Penalty 5703.865470 = -14345400.875246
  nChanged 32
		SP:Iteration 41Q (7449.780000 sec): 3 clusters
  Score: Raw -14351114.063294 + Penalty 5703.865470 = -14345410.197824
  nChanged 26
		SP:Iteration 42Q (7450.020000 sec): 3 clusters
  Score: Raw -14351120.933941 + Penalty 5703.865470 = -14345417.068471
  nChanged 28
		SP:Iteration 43Q (7450.270000 sec): 3 clusters
  Score: Raw -14351127.158196 + Penalty 5703.865470 = -14345423.292726
  nChanged 24
		SP:Iteration 44Q (7450.520000 sec): 3 clusters
  Score: Raw -14351131.879830 + Penalty 5703.865470 = -14345428.014360
  nChanged 26
		SP:Iteration 45Q (7450.760000 sec): 3 clusters
  Score: Raw -14351137.019322 + Penalty 5703.865470 = -14345433.153852
  nChanged 18
		SP:Iteration 46Q (7451.010000 sec): 3 clusters
  Score: Raw -14351140.897517 + Penalty 5703.865470 = -14345437.032046
  nChanged 15
		SP:Iteration 47Q (7451.260000 sec): 3 clusters
  Score: Raw -14351143.805500 + Penalty 5703.865470 = -14345439.940030
  nChanged 13
		SP:Iteration 48Q (7451.510000 sec): 3 clusters
  Score: Raw -14351146.192025 + Penalty 5703.865470 = -14345442.326555
  nChanged 10
		SP:Iteration 49Q (7451.760000 sec): 3 clusters
  Score: Raw -14351148.102863 + Penalty 5703.865470 = -14345444.237393
  nChanged 6
		SP:Iteration 50Q (7452.000000 sec): 3 clusters
  Score: Raw -14351149.563274 + Penalty 5703.865470 = -14345445.697804
  nChanged 7
		SP:Iteration 51Q (7452.250000 sec): 3 clusters
  Score: Raw -14351150.937677 + Penalty 5703.865470 = -14345447.072207
  nChanged 13
		SP:Iteration 52Q (7452.500000 sec): 3 clusters
  Score: Raw -14351153.103870 + Penalty 5703.865470 = -14345449.238400
  nChanged 6
		SP:Iteration 53Q (7452.740000 sec): 3 clusters
  Score: Raw -14351154.328390 + Penalty 5703.865470 = -14345450.462920
  nChanged 8
		SP:Iteration 54Q (7452.990000 sec): 3 clusters
  Score: Raw -14351156.067025 + Penalty 5703.865470 = -14345452.201555
  nChanged 8
		SP:Iteration 55Q (7453.240000 sec): 3 clusters
  Score: Raw -14351158.102570 + Penalty 5703.865470 = -14345454.237100
  nChanged 17
		SP:Iteration 56Q (7453.480000 sec): 3 clusters
  Score: Raw -14351161.942860 + Penalty 5703.865470 = -14345458.077390
  nChanged 9
		SP:Iteration 57Q (7453.730000 sec): 3 clusters
  Score: Raw -14351163.907296 + Penalty 5703.865470 = -14345460.041826
  nChanged 11
		SP:Iteration 58Q (7453.980000 sec): 3 clusters
  Score: Raw -14351166.350601 + Penalty 5703.865470 = -14345462.485131
  nChanged 13
		SP:Iteration 59Q (7454.220000 sec): 3 clusters
  Score: Raw -14351168.269017 + Penalty 5703.865470 = -14345464.403546
  nChanged 9
		SP:Iteration 60F (7454.560000 sec): 3 clusters
  Score: Raw -14351170.082020 + Penalty 5703.865470 = -14345466.216550
  nChanged 7
		SP:Iteration 61Q (7454.810000 sec): 3 clusters
  Score: Raw -14351171.941731 + Penalty 5703.865470 = -14345468.076261
  nChanged 8
		SP:Iteration 62Q (7455.050000 sec): 3 clusters
  Score: Raw -14351173.670474 + Penalty 5703.865470 = -14345469.805004
  nChanged 5
		SP:Iteration 63Q (7455.300000 sec): 3 clusters
  Score: Raw -14351174.758557 + Penalty 5703.865470 = -14345470.893087
  nChanged 5
		SP:Iteration 64Q (7455.540000 sec): 3 clusters
  Score: Raw -14351175.715598 + Penalty 5703.865470 = -14345471.850128
  nChanged 8
		SP:Iteration 65Q (7455.790000 sec): 3 clusters
  Score: Raw -14351177.336734 + Penalty 5703.865470 = -14345473.471264
  nChanged 8
		SP:Iteration 66Q (7456.040000 sec): 3 clusters
  Score: Raw -14351178.706853 + Penalty 5703.865470 = -14345474.841383
  nChanged 6
		SP:Iteration 67Q (7456.280000 sec): 3 clusters
  Score: Raw -14351179.826686 + Penalty 5703.865470 = -14345475.961216
  nChanged 1
		SP:Iteration 68Q (7456.530000 sec): 3 clusters
  Score: Raw -14351180.072823 + Penalty 5703.865470 = -14345476.207353
  nChanged 3
		SP:Iteration 69Q (7456.780000 sec): 3 clusters
  Score: Raw -14351180.598409 + Penalty 5703.865470 = -14345476.732939
  nChanged 1
		SP:Iteration 70Q (7457.020000 sec): 3 clusters
  Score: Raw -14351181.164036 + Penalty 5703.865470 = -14345477.298565
  nChanged 4
		SP:Iteration 71Q (7457.270000 sec): 3 clusters
  Score: Raw -14351181.855285 + Penalty 5703.865470 = -14345477.989815
  nChanged 5
		SP:Iteration 72Q (7457.510000 sec): 3 clusters
  Score: Raw -14351182.586364 + Penalty 5703.865470 = -14345478.720894
  nChanged 2
		SP:Iteration 73Q (7457.760000 sec): 3 clusters
  Score: Raw -14351183.006832 + Penalty 5703.865470 = -14345479.141361
  nChanged 2
		SP:Iteration 74Q (7458.010000 sec): 3 clusters
  Score: Raw -14351183.412617 + Penalty 5703.865470 = -14345479.547147
  nChanged 3
		SP:Iteration 75Q (7458.250000 sec): 3 clusters
  Score: Raw -14351184.078541 + Penalty 5703.865470 = -14345480.213071
  nChanged 6
		SP:Iteration 76Q (7458.500000 sec): 3 clusters
  Score: Raw -14351185.813472 + Penalty 5703.865470 = -14345481.948002
  nChanged 7
		SP:Iteration 77Q (7458.750000 sec): 3 clusters
  Score: Raw -14351187.128877 + Penalty 5703.865470 = -14345483.263407
  nChanged 6
		SP:Iteration 78Q (7459.000000 sec): 3 clusters
  Score: Raw -14351188.094653 + Penalty 5703.865470 = -14345484.229183
  nChanged 3
		SP:Iteration 79Q (7459.240000 sec): 3 clusters
  Score: Raw -14351188.946561 + Penalty 5703.865470 = -14345485.081091
  nChanged 3
		SP:Iteration 80F (7459.580000 sec): 3 clusters
  Score: Raw -14351189.548635 + Penalty 5703.865470 = -14345485.683165
  nChanged 4
		SP:Iteration 81Q (7459.830000 sec): 3 clusters
  Score: Raw -14351190.879184 + Penalty 5703.865470 = -14345487.013714
  nChanged 7
		SP:Iteration 82Q (7460.070000 sec): 3 clusters
  Score: Raw -14351192.702030 + Penalty 5703.865470 = -14345488.836560
  nChanged 5
		SP:Iteration 83Q (7460.320000 sec): 3 clusters
  Score: Raw -14351193.545474 + Penalty 5703.865470 = -14345489.680003
  nChanged 4
		SP:Iteration 84Q (7460.560000 sec): 3 clusters
  Score: Raw -14351194.217189 + Penalty 5703.865470 = -14345490.351719
  nChanged 4
		SP:Iteration 85Q (7460.810000 sec): 3 clusters
  Score: Raw -14351194.842766 + Penalty 5703.865470 = -14345490.977295
  nChanged 3
		SP:Iteration 86Q (7461.060000 sec): 3 clusters
  Score: Raw -14351195.191387 + Penalty 5703.865470 = -14345491.325916
  nChanged 4
		SP:Iteration 87Q (7461.300000 sec): 3 clusters
  Score: Raw -14351195.788654 + Penalty 5703.865470 = -14345491.923184
  nChanged 2
		SP:Iteration 88Q (7461.540000 sec): 3 clusters
  Score: Raw -14351195.979438 + Penalty 5703.865470 = -14345492.113968
  nChanged 1
		SP:Iteration 89Q (7461.790000 sec): 3 clusters
  Score: Raw -14351196.122130 + Penalty 5703.865470 = -14345492.256660
  nChanged 1
		SP:Iteration 90Q (7462.040000 sec): 3 clusters
  Score: Raw -14351196.215777 + Penalty 5703.865470 = -14345492.350307
  nChanged 1
		SP:Iteration 91Q (7462.280000 sec): 3 clusters
  Score: Raw -14351196.303275 + Penalty 5703.865470 = -14345492.437805
  nChanged 1
		SP:Iteration 92Q (7462.520000 sec): 3 clusters
  Score: Raw -14351196.514000 + Penalty 5703.865470 = -14345492.648530
  nChanged 1
		SP:Iteration 93Q (7462.770000 sec): 3 clusters
  Score: Raw -14351196.654667 + Penalty 5703.865470 = -14345492.789196
  nChanged 1
		SP:Iteration 94Q (7463.020000 sec): 3 clusters
  Score: Raw -14351196.800293 + Penalty 5703.865470 = -14345492.934823
  nChanged 1
		SP:Iteration 95Q (7463.270000 sec): 3 clusters
  Score: Raw -14351196.999516 + Penalty 5703.865470 = -14345493.134045
  nChanged 1
		SP:Iteration 96Q (7463.510000 sec): 3 clusters
  Score: Raw -14351197.160940 + Penalty 5703.865470 = -14345493.295469
  nChanged 2
		SP:Iteration 97Q (7463.750000 sec): 3 clusters
  Score: Raw -14351197.442694 + Penalty 5703.865470 = -14345493.577224
  nChanged 0
		SP:Iteration 98F (7464.090000 sec): 3 clusters
  Score: Raw -14351197.442694 + Penalty 5703.865470 = -14345493.577224
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7464.220000 sec): 2 clusters
  Score: Raw -5609970.362832 + Penalty 2603.148306 = -5607367.214527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7464.350000 sec): 3 clusters
  Score: Raw -5587778.951307 + Penalty 5206.296611 = -5582572.654696
  nChanged 16500
		SP:Iteration 1F (7464.470000 sec): 3 clusters
  Score: Raw -5596740.970702 + Penalty 5206.296611 = -5591534.674091
  nChanged 1591
		SP:Iteration 2Q (7464.600000 sec): 3 clusters
  Score: Raw -5597193.546452 + Penalty 5206.296611 = -5591987.249841
  nChanged 1394
		SP:Iteration 3Q (7464.730000 sec): 3 clusters
  Score: Raw -5597560.329698 + Penalty 5206.296611 = -5592354.033087
  nChanged 1252
		SP:Iteration 4Q (7464.860000 sec): 3 clusters
  Score: Raw -5597871.668835 + Penalty 5206.296611 = -5592665.372224
  nChanged 1148
		SP:Iteration 5Q (7464.990000 sec): 3 clusters
  Score: Raw -5598153.037803 + Penalty 5206.296611 = -5592946.741192
  nChanged 987
		SP:Iteration 6Q (7465.120000 sec): 3 clusters
  Score: Raw -5598379.627086 + Penalty 5206.296611 = -5593173.330475
  nChanged 965
		SP:Iteration 7Q (7465.250000 sec): 3 clusters
  Score: Raw -5598601.167417 + Penalty 5206.296611 = -5593394.870806
  nChanged 914
		SP:Iteration 8Q (7465.380000 sec): 3 clusters
  Score: Raw -5598818.073807 + Penalty 5206.296611 = -5593611.777196
  nChanged 935
		SP:Iteration 9Q (7465.500000 sec): 3 clusters
  Score: Raw -5599064.344956 + Penalty 5206.296611 = -5593858.048345
  nChanged 1048
		SP:Iteration 10Q (7465.630000 sec): 3 clusters
  Score: Raw -5599376.297456 + Penalty 5206.296611 = -5594170.000845
  nChanged 1168
		SP:Iteration 11Q (7465.760000 sec): 3 clusters
  Score: Raw -5599803.420441 + Penalty 5206.296611 = -5594597.123830
  nChanged 1401
		SP:Iteration 12Q (7465.890000 sec): 3 clusters
  Score: Raw -5600439.359698 + Penalty 5206.296611 = -5595233.063086
  nChanged 1731
		SP:Iteration 13Q (7466.020000 sec): 3 clusters
  Score: Raw -5601403.013934 + Penalty 5206.296611 = -5596196.717323
  nChanged 2020
		SP:Iteration 14F (7466.140000 sec): 3 clusters
  Score: Raw -5602738.538650 + Penalty 5206.296611 = -5597532.242039
  nChanged 2153
		SP:Iteration 15F (7466.270000 sec): 3 clusters
  Score: Raw -5604357.405775 + Penalty 5206.296611 = -5599151.109164
  nChanged 2061
		SP:Iteration 16F (7466.400000 sec): 3 clusters
  Score: Raw -5606057.998706 + Penalty 5206.296611 = -5600851.702095
  nChanged 1760
		SP:Iteration 17Q (7466.520000 sec): 3 clusters
  Score: Raw -5607558.311479 + Penalty 5206.296611 = -5602352.014868
  nChanged 1232
		SP:Iteration 18Q (7466.630000 sec): 3 clusters
  Score: Raw -5608628.914252 + Penalty 5206.296611 = -5603422.617640
  nChanged 842
		SP:Iteration 19Q (7466.740000 sec): 3 clusters
  Score: Raw -5609325.806551 + Penalty 5206.296611 = -5604119.509940
  nChanged 507
		SP:Iteration 20F (7466.860000 sec): 3 clusters
  Score: Raw -5609731.179876 + Penalty 5206.296611 = -5604524.883265
  nChanged 275
		SP:Iteration 21Q (7466.960000 sec): 3 clusters
  Score: Raw -5609969.779385 + Penalty 5206.296611 = -5604763.482774
  nChanged 150
		SP:Iteration 22Q (7467.050000 sec): 3 clusters
  Score: Raw -5610096.767354 + Penalty 5206.296611 = -5604890.470743
  nChanged 84
		SP:Iteration 23Q (7467.140000 sec): 3 clusters
  Score: Raw -5610183.137110 + Penalty 5206.296611 = -5604976.840499
  nChanged 60
		SP:Iteration 24Q (7467.230000 sec): 3 clusters
  Score: Raw -5610241.016836 + Penalty 5206.296611 = -5605034.720225
  nChanged 32
		SP:Iteration 25Q (7467.320000 sec): 3 clusters
  Score: Raw -5610270.003295 + Penalty 5206.296611 = -5605063.706684
  nChanged 19
		SP:Iteration 26Q (7467.410000 sec): 3 clusters
  Score: Raw -5610286.043055 + Penalty 5206.296611 = -5605079.746444
  nChanged 8
		SP:Iteration 27Q (7467.500000 sec): 3 clusters
  Score: Raw -5610294.731299 + Penalty 5206.296611 = -5605088.434688
  nChanged 11
		SP:Iteration 28Q (7467.580000 sec): 3 clusters
  Score: Raw -5610304.398509 + Penalty 5206.296611 = -5605098.101898
  nChanged 7
		SP:Iteration 29Q (7467.670000 sec): 3 clusters
  Score: Raw -5610311.296305 + Penalty 5206.296611 = -5605104.999694
  nChanged 6
		SP:Iteration 30Q (7467.760000 sec): 3 clusters
  Score: Raw -5610316.364210 + Penalty 5206.296611 = -5605110.067599
  nChanged 4
		SP:Iteration 31Q (7467.850000 sec): 3 clusters
  Score: Raw -5610318.989535 + Penalty 5206.296611 = -5605112.692924
  nChanged 1
		SP:Iteration 32Q (7467.940000 sec): 3 clusters
  Score: Raw -5610319.609510 + Penalty 5206.296611 = -5605113.312899
  nChanged 0
		SP:Iteration 33F (7468.070000 sec): 3 clusters
  Score: Raw -5610319.609510 + Penalty 5206.296611 = -5605113.312899
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7468.370000 sec): 2 clusters
  Score: Raw -14574617.490066 + Penalty 2851.864876 = -14571765.625190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7468.720000 sec): 3 clusters
  Score: Raw -14511408.834486 + Penalty 5703.729753 = -14505705.104733
  nChanged 46581
		SP:Iteration 1F (7469.070000 sec): 3 clusters
  Score: Raw -14537883.619798 + Penalty 5703.729753 = -14532179.890046
  nChanged 2818
		SP:Iteration 2Q (7469.410000 sec): 3 clusters
  Score: Raw -14538443.391718 + Penalty 5703.729753 = -14532739.661966
  nChanged 2753
		SP:Iteration 3Q (7469.770000 sec): 3 clusters
  Score: Raw -14539030.959644 + Penalty 5703.729753 = -14533327.229892
  nChanged 2790
		SP:Iteration 4Q (7470.120000 sec): 3 clusters
  Score: Raw -14539735.619759 + Penalty 5703.729753 = -14534031.890006
  nChanged 3073
		SP:Iteration 5Q (7470.470000 sec): 3 clusters
  Score: Raw -14540666.715496 + Penalty 5703.729753 = -14534962.985744
  nChanged 3458
		SP:Iteration 6Q (7470.830000 sec): 3 clusters
  Score: Raw -14541945.055915 + Penalty 5703.729753 = -14536241.326163
  nChanged 3996
		SP:Iteration 7Q (7471.180000 sec): 3 clusters
  Score: Raw -14543702.923597 + Penalty 5703.729753 = -14537999.193844
  nChanged 4526
		SP:Iteration 8Q (7471.530000 sec): 3 clusters
  Score: Raw -14545943.109725 + Penalty 5703.729753 = -14540239.379972
  nChanged 4826
		SP:Iteration 9Q (7471.880000 sec): 3 clusters
  Score: Raw -14548458.376088 + Penalty 5703.729753 = -14542754.646335
  nChanged 4983
		SP:Iteration 10F (7472.230000 sec): 3 clusters
  Score: Raw -14551168.851940 + Penalty 5703.729753 = -14545465.122187
  nChanged 4934
		SP:Iteration 11F (7472.570000 sec): 3 clusters
  Score: Raw -14553897.930299 + Penalty 5703.729753 = -14548194.200546
  nChanged 4830
		SP:Iteration 12Q (7472.910000 sec): 3 clusters
  Score: Raw -14556622.474908 + Penalty 5703.729753 = -14550918.745156
  nChanged 4753
		SP:Iteration 13Q (7473.260000 sec): 3 clusters
  Score: Raw -14559337.301875 + Penalty 5703.729753 = -14553633.572122
  nChanged 4692
		SP:Iteration 14Q (7473.590000 sec): 3 clusters
  Score: Raw -14562073.050869 + Penalty 5703.729753 = -14556369.321117
  nChanged 4637
		SP:Iteration 15Q (7473.920000 sec): 3 clusters
  Score: Raw -14564870.410193 + Penalty 5703.729753 = -14559166.680440
  nChanged 4269
		SP:Iteration 16Q (7474.240000 sec): 3 clusters
  Score: Raw -14567445.739690 + Penalty 5703.729753 = -14561742.009938
  nChanged 3681
		SP:Iteration 17Q (7474.550000 sec): 3 clusters
  Score: Raw -14569644.444080 + Penalty 5703.729753 = -14563940.714327
  nChanged 2942
		SP:Iteration 18Q (7474.850000 sec): 3 clusters
  Score: Raw -14571412.361520 + Penalty 5703.729753 = -14565708.631768
  nChanged 2222
		SP:Iteration 19Q (7475.130000 sec): 3 clusters
  Score: Raw -14572724.587020 + Penalty 5703.729753 = -14567020.857268
  nChanged 1552
		SP:Iteration 20F (7475.470000 sec): 3 clusters
  Score: Raw -14573601.373826 + Penalty 5703.729753 = -14567897.644073
  nChanged 1035
		SP:Iteration 21Q (7475.740000 sec): 3 clusters
  Score: Raw -14574151.636814 + Penalty 5703.729753 = -14568447.907061
  nChanged 673
		SP:Iteration 22Q (7476.010000 sec): 3 clusters
  Score: Raw -14574489.795831 + Penalty 5703.729753 = -14568786.066078
  nChanged 448
		SP:Iteration 23Q (7476.270000 sec): 3 clusters
  Score: Raw -14574700.835849 + Penalty 5703.729753 = -14568997.106097
  nChanged 322
		SP:Iteration 24Q (7476.520000 sec): 3 clusters
  Score: Raw -14574842.938638 + Penalty 5703.729753 = -14569139.208885
  nChanged 238
		SP:Iteration 25Q (7476.770000 sec): 3 clusters
  Score: Raw -14574942.652034 + Penalty 5703.729753 = -14569238.922282
  nChanged 166
		SP:Iteration 26Q (7477.020000 sec): 3 clusters
  Score: Raw -14575009.174932 + Penalty 5703.729753 = -14569305.445179
  nChanged 130
		SP:Iteration 27Q (7477.270000 sec): 3 clusters
  Score: Raw -14575065.322514 + Penalty 5703.729753 = -14569361.592761
  nChanged 107
		SP:Iteration 28Q (7477.520000 sec): 3 clusters
  Score: Raw -14575106.518683 + Penalty 5703.729753 = -14569402.788931
  nChanged 74
		SP:Iteration 29Q (7477.770000 sec): 3 clusters
  Score: Raw -14575131.492338 + Penalty 5703.729753 = -14569427.762586
  nChanged 52
		SP:Iteration 30Q (7478.010000 sec): 3 clusters
  Score: Raw -14575149.708173 + Penalty 5703.729753 = -14569445.978421
  nChanged 41
		SP:Iteration 31Q (7478.260000 sec): 3 clusters
  Score: Raw -14575163.236760 + Penalty 5703.729753 = -14569459.507007
  nChanged 32
		SP:Iteration 32Q (7478.510000 sec): 3 clusters
  Score: Raw -14575175.113292 + Penalty 5703.729753 = -14569471.383540
  nChanged 23
		SP:Iteration 33Q (7478.750000 sec): 3 clusters
  Score: Raw -14575181.910407 + Penalty 5703.729753 = -14569478.180654
  nChanged 22
		SP:Iteration 34Q (7479.000000 sec): 3 clusters
  Score: Raw -14575189.121219 + Penalty 5703.729753 = -14569485.391466
  nChanged 21
		SP:Iteration 35Q (7479.250000 sec): 3 clusters
  Score: Raw -14575196.013172 + Penalty 5703.729753 = -14569492.283419
  nChanged 24
		SP:Iteration 36Q (7479.490000 sec): 3 clusters
  Score: Raw -14575203.770989 + Penalty 5703.729753 = -14569500.041237
  nChanged 25
		SP:Iteration 37Q (7479.740000 sec): 3 clusters
  Score: Raw -14575213.393415 + Penalty 5703.729753 = -14569509.663662
  nChanged 21
		SP:Iteration 38Q (7479.980000 sec): 3 clusters
  Score: Raw -14575221.899250 + Penalty 5703.729753 = -14569518.169498
  nChanged 13
		SP:Iteration 39Q (7480.230000 sec): 3 clusters
  Score: Raw -14575226.540864 + Penalty 5703.729753 = -14569522.811111
  nChanged 14
		SP:Iteration 40F (7480.570000 sec): 3 clusters
  Score: Raw -14575230.680927 + Penalty 5703.729753 = -14569526.951174
  nChanged 5
		SP:Iteration 41Q (7480.820000 sec): 3 clusters
  Score: Raw -14575232.861617 + Penalty 5703.729753 = -14569529.131865
  nChanged 10
		SP:Iteration 42Q (7481.070000 sec): 3 clusters
  Score: Raw -14575236.304059 + Penalty 5703.729753 = -14569532.574306
  nChanged 12
		SP:Iteration 43Q (7481.310000 sec): 3 clusters
  Score: Raw -14575239.969292 + Penalty 5703.729753 = -14569536.239540
  nChanged 11
		SP:Iteration 44Q (7481.560000 sec): 3 clusters
  Score: Raw -14575245.301971 + Penalty 5703.729753 = -14569541.572219
  nChanged 12
		SP:Iteration 45Q (7481.800000 sec): 3 clusters
  Score: Raw -14575249.694869 + Penalty 5703.729753 = -14569545.965117
  nChanged 12
		SP:Iteration 46Q (7482.050000 sec): 3 clusters
  Score: Raw -14575253.595583 + Penalty 5703.729753 = -14569549.865830
  nChanged 9
		SP:Iteration 47Q (7482.290000 sec): 3 clusters
  Score: Raw -14575256.931822 + Penalty 5703.729753 = -14569553.202069
  nChanged 10
		SP:Iteration 48Q (7482.530000 sec): 3 clusters
  Score: Raw -14575261.230814 + Penalty 5703.729753 = -14569557.501062
  nChanged 13
		SP:Iteration 49Q (7482.780000 sec): 3 clusters
  Score: Raw -14575266.418633 + Penalty 5703.729753 = -14569562.688881
  nChanged 12
		SP:Iteration 50Q (7483.020000 sec): 3 clusters
  Score: Raw -14575270.230663 + Penalty 5703.729753 = -14569566.500910
  nChanged 10
		SP:Iteration 51Q (7483.270000 sec): 3 clusters
  Score: Raw -14575273.511038 + Penalty 5703.729753 = -14569569.781286
  nChanged 6
		SP:Iteration 52Q (7483.510000 sec): 3 clusters
  Score: Raw -14575275.353594 + Penalty 5703.729753 = -14569571.623842
  nChanged 7
		SP:Iteration 53Q (7483.750000 sec): 3 clusters
  Score: Raw -14575277.034151 + Penalty 5703.729753 = -14569573.304399
  nChanged 3
		SP:Iteration 54Q (7483.990000 sec): 3 clusters
  Score: Raw -14575277.496518 + Penalty 5703.729753 = -14569573.766766
  nChanged 1
		SP:Iteration 55Q (7484.230000 sec): 3 clusters
  Score: Raw -14575277.689605 + Penalty 5703.729753 = -14569573.959853
  nChanged 2
		SP:Iteration 56Q (7484.480000 sec): 3 clusters
  Score: Raw -14575278.142754 + Penalty 5703.729753 = -14569574.413001
  nChanged 0
		SP:Iteration 57F (7484.820000 sec): 3 clusters
  Score: Raw -14575278.142754 + Penalty 5703.729753 = -14569574.413001
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7484.850000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7484.850000 sec): 3 clusters
  Score: Raw -22183.135075 + Penalty 2547.356025 = -19635.779050
  nChanged 4
		SP:Iteration 1Q (7484.860000 sec): 3 clusters
  Score: Raw -22197.507487 + Penalty 2547.356025 = -19650.151462
  nChanged 1
		SP:Iteration 2Q (7484.860000 sec): 3 clusters
  Score: Raw -22200.672045 + Penalty 2547.356025 = -19653.316020
  nChanged 0
		SP:Iteration 3F (7484.860000 sec): 3 clusters
  Score: Raw -22200.672045 + Penalty 2547.356025 = -19653.316020
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51080 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7485.020000 sec): 2 clusters
  Score: Raw -7501320.762395 + Penalty 2688.604781 = -7498632.157614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7485.200000 sec): 3 clusters
  Score: Raw -7469640.610523 + Penalty 5377.209562 = -7464263.400962
  nChanged 23522
		SP:Iteration 1F (7485.370000 sec): 3 clusters
  Score: Raw -7482522.998371 + Penalty 5377.209562 = -7477145.788810
  nChanged 2081
		SP:Iteration 2Q (7485.560000 sec): 3 clusters
  Score: Raw -7483102.366350 + Penalty 5377.209562 = -7477725.156788
  nChanged 2002
		SP:Iteration 3Q (7485.740000 sec): 3 clusters
  Score: Raw -7483692.685192 + Penalty 5377.209562 = -7478315.475630
  nChanged 1961
		SP:Iteration 4Q (7485.920000 sec): 3 clusters
  Score: Raw -7484385.727646 + Penalty 5377.209562 = -7479008.518084
  nChanged 2247
		SP:Iteration 5Q (7486.110000 sec): 3 clusters
  Score: Raw -7485329.483265 + Penalty 5377.209562 = -7479952.273703
  nChanged 2508
		SP:Iteration 6Q (7486.290000 sec): 3 clusters
  Score: Raw -7486585.035219 + Penalty 5377.209562 = -7481207.825657
  nChanged 3060
		SP:Iteration 7F (7486.470000 sec): 3 clusters
  Score: Raw -7488518.744089 + Penalty 5377.209562 = -7483141.534527
  nChanged 3553
		SP:Iteration 8F (7486.640000 sec): 3 clusters
  Score: Raw -7491190.281332 + Penalty 5377.209562 = -7485813.071770
  nChanged 3685
		SP:Iteration 9F (7486.820000 sec): 3 clusters
  Score: Raw -7494320.925799 + Penalty 5377.209562 = -7488943.716237
  nChanged 3203
		SP:Iteration 10F (7487.000000 sec): 3 clusters
  Score: Raw -7497266.511773 + Penalty 5377.209562 = -7491889.302212
  nChanged 2245
		SP:Iteration 11Q (7487.170000 sec): 3 clusters
  Score: Raw -7499378.530095 + Penalty 5377.209562 = -7494001.320533
  nChanged 1224
		SP:Iteration 12Q (7487.320000 sec): 3 clusters
  Score: Raw -7500553.336972 + Penalty 5377.209562 = -7495176.127410
  nChanged 568
		SP:Iteration 13Q (7487.460000 sec): 3 clusters
  Score: Raw -7501111.386800 + Penalty 5377.209562 = -7495734.177238
  nChanged 294
		SP:Iteration 14Q (7487.590000 sec): 3 clusters
  Score: Raw -7501388.557118 + Penalty 5377.209562 = -7496011.347556
  nChanged 168
		SP:Iteration 15Q (7487.730000 sec): 3 clusters
  Score: Raw -7501531.963866 + Penalty 5377.209562 = -7496154.754305
  nChanged 106
		SP:Iteration 16Q (7487.860000 sec): 3 clusters
  Score: Raw -7501607.866346 + Penalty 5377.209562 = -7496230.656784
  nChanged 59
		SP:Iteration 17Q (7487.980000 sec): 3 clusters
  Score: Raw -7501653.273768 + Penalty 5377.209562 = -7496276.064206
  nChanged 38
		SP:Iteration 18Q (7488.110000 sec): 3 clusters
  Score: Raw -7501674.518375 + Penalty 5377.209562 = -7496297.308813
  nChanged 25
		SP:Iteration 19Q (7488.230000 sec): 3 clusters
  Score: Raw -7501687.356088 + Penalty 5377.209562 = -7496310.146526
  nChanged 14
		SP:Iteration 20F (7488.410000 sec): 3 clusters
  Score: Raw -7501694.072371 + Penalty 5377.209562 = -7496316.862809
  nChanged 11
		SP:Iteration 21Q (7488.530000 sec): 3 clusters
  Score: Raw -7501699.433356 + Penalty 5377.209562 = -7496322.223794
  nChanged 10
		SP:Iteration 22Q (7488.650000 sec): 3 clusters
  Score: Raw -7501702.941952 + Penalty 5377.209562 = -7496325.732390
  nChanged 9
		SP:Iteration 23Q (7488.780000 sec): 3 clusters
  Score: Raw -7501707.689572 + Penalty 5377.209562 = -7496330.480010
  nChanged 7
		SP:Iteration 24Q (7488.900000 sec): 3 clusters
  Score: Raw -7501711.746261 + Penalty 5377.209562 = -7496334.536699
  nChanged 7
		SP:Iteration 25Q (7489.030000 sec): 3 clusters
  Score: Raw -7501715.516484 + Penalty 5377.209562 = -7496338.306922
  nChanged 7
		SP:Iteration 26Q (7489.150000 sec): 3 clusters
  Score: Raw -7501719.537173 + Penalty 5377.209562 = -7496342.327612
  nChanged 7
		SP:Iteration 27Q (7489.270000 sec): 3 clusters
  Score: Raw -7501723.513608 + Penalty 5377.209562 = -7496346.304046
  nChanged 8
		SP:Iteration 28Q (7489.400000 sec): 3 clusters
  Score: Raw -7501728.359850 + Penalty 5377.209562 = -7496351.150288
  nChanged 6
		SP:Iteration 29Q (7489.520000 sec): 3 clusters
  Score: Raw -7501732.462690 + Penalty 5377.209562 = -7496355.253128
  nChanged 5
		SP:Iteration 30Q (7489.640000 sec): 3 clusters
  Score: Raw -7501735.625367 + Penalty 5377.209562 = -7496358.415805
  nChanged 5
		SP:Iteration 31Q (7489.770000 sec): 3 clusters
  Score: Raw -7501738.205177 + Penalty 5377.209562 = -7496360.995615
  nChanged 4
		SP:Iteration 32Q (7489.890000 sec): 3 clusters
  Score: Raw -7501739.675480 + Penalty 5377.209562 = -7496362.465918
  nChanged 3
		SP:Iteration 33Q (7490.010000 sec): 3 clusters
  Score: Raw -7501741.773571 + Penalty 5377.209562 = -7496364.564009
  nChanged 3
		SP:Iteration 34Q (7490.140000 sec): 3 clusters
  Score: Raw -7501743.471396 + Penalty 5377.209562 = -7496366.261834
  nChanged 0
		SP:Iteration 35F (7490.310000 sec): 3 clusters
  Score: Raw -7501743.471396 + Penalty 5377.209562 = -7496366.261834
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7490.340000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7490.340000 sec): 3 clusters
  Score: Raw -76027.144068 + Penalty 3043.240186 = -72983.903882
  nChanged 106
		SP:Iteration 1F (7490.340000 sec): 3 clusters
  Score: Raw -76285.306979 + Penalty 3043.240186 = -73242.066793
  nChanged 41
		SP:Iteration 2F (7490.340000 sec): 3 clusters
  Score: Raw -76411.303630 + Penalty 3043.240186 = -73368.063444
  nChanged 32
		SP:Iteration 3F (7490.340000 sec): 3 clusters
  Score: Raw -76523.138475 + Penalty 3043.240186 = -73479.898289
  nChanged 22
		SP:Iteration 4Q (7490.350000 sec): 3 clusters
  Score: Raw -76609.671224 + Penalty 3043.240186 = -73566.431038
  nChanged 16
		SP:Iteration 5Q (7490.350000 sec): 3 clusters
  Score: Raw -76714.644423 + Penalty 3043.240186 = -73671.404237
  nChanged 21
		SP:Iteration 6Q (7490.350000 sec): 3 clusters
  Score: Raw -76784.828829 + Penalty 3043.240186 = -73741.588643
  nChanged 11
		SP:Iteration 7Q (7490.350000 sec): 3 clusters
  Score: Raw -76837.001502 + Penalty 3043.240186 = -73793.761316
  nChanged 8
		SP:Iteration 8Q (7490.350000 sec): 3 clusters
  Score: Raw -76885.279079 + Penalty 3043.240186 = -73842.038893
  nChanged 4
		SP:Iteration 9Q (7490.350000 sec): 3 clusters
  Score: Raw -76901.149602 + Penalty 3043.240186 = -73857.909416
  nChanged 1
		SP:Iteration 10Q (7490.350000 sec): 3 clusters
  Score: Raw -76913.076011 + Penalty 3043.240186 = -73869.835825
  nChanged 1
		SP:Iteration 11Q (7490.350000 sec): 3 clusters
  Score: Raw -76926.115734 + Penalty 3043.240186 = -73882.875548
  nChanged 1
		SP:Iteration 12Q (7490.350000 sec): 3 clusters
  Score: Raw -76934.056745 + Penalty 3043.240186 = -73890.816559
  nChanged 0
		SP:Iteration 13F (7490.360000 sec): 3 clusters
  Score: Raw -76934.056745 + Penalty 3043.240186 = -73890.816559
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7490.360000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7490.360000 sec): 3 clusters
  Score: Raw -68278.900586 + Penalty 3055.958832 = -65222.941754
  nChanged 76
		SP:Iteration 1F (7490.370000 sec): 3 clusters
  Score: Raw -68429.083357 + Penalty 3055.958832 = -65373.124526
  nChanged 18
		SP:Iteration 2Q (7490.370000 sec): 3 clusters
  Score: Raw -68478.231981 + Penalty 3055.958832 = -65422.273149
  nChanged 10
		SP:Iteration 3Q (7490.370000 sec): 3 clusters
  Score: Raw -68498.914966 + Penalty 3055.958832 = -65442.956135
  nChanged 12
		SP:Iteration 4Q (7490.370000 sec): 3 clusters
  Score: Raw -68533.959799 + Penalty 3055.958832 = -65478.000967
  nChanged 11
		SP:Iteration 5Q (7490.370000 sec): 3 clusters
  Score: Raw -68559.433195 + Penalty 3055.958832 = -65503.474364
  nChanged 5
		SP:Iteration 6Q (7490.370000 sec): 3 clusters
  Score: Raw -68567.994017 + Penalty 3055.958832 = -65512.035185
  nChanged 4
		SP:Iteration 7Q (7490.370000 sec): 3 clusters
  Score: Raw -68574.535361 + Penalty 3055.958832 = -65518.576530
  nChanged 2
		SP:Iteration 8Q (7490.370000 sec): 3 clusters
  Score: Raw -68580.367646 + Penalty 3055.958832 = -65524.408814
  nChanged 3
		SP:Iteration 9Q (7490.380000 sec): 3 clusters
  Score: Raw -68586.462242 + Penalty 3055.958832 = -65530.503410
  nChanged 3
		SP:Iteration 10Q (7490.380000 sec): 3 clusters
  Score: Raw -68599.069182 + Penalty 3055.958832 = -65543.110351
  nChanged 5
		SP:Iteration 11Q (7490.380000 sec): 3 clusters
  Score: Raw -68612.789098 + Penalty 3055.958832 = -65556.830266
  nChanged 4
		SP:Iteration 12Q (7490.380000 sec): 3 clusters
  Score: Raw -68620.608761 + Penalty 3055.958832 = -65564.649930
  nChanged 1
		SP:Iteration 13Q (7490.380000 sec): 3 clusters
  Score: Raw -68621.942033 + Penalty 3055.958832 = -65565.983201
  nChanged 0
		SP:Iteration 14F (7490.390000 sec): 3 clusters
  Score: Raw -68621.942033 + Penalty 3055.958832 = -65565.983201
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (268325 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7491.220000 sec): 2 clusters
  Score: Raw -39706691.156725 + Penalty 3099.988644 = -39703591.168080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7492.160000 sec): 3 clusters
  Score: Raw -39529815.965747 + Penalty 6199.977289 = -39523615.988458
  nChanged 129475
		SP:Iteration 1F (7493.100000 sec): 3 clusters
  Score: Raw -39606006.894881 + Penalty 6199.977289 = -39599806.917592
  nChanged 6765
		SP:Iteration 2Q (7494.050000 sec): 3 clusters
  Score: Raw -39607424.505726 + Penalty 6199.977289 = -39601224.528437
  nChanged 7979
		SP:Iteration 3Q (7495.020000 sec): 3 clusters
  Score: Raw -39609605.113202 + Penalty 6199.977289 = -39603405.135913
  nChanged 10298
		SP:Iteration 4Q (7495.980000 sec): 3 clusters
  Score: Raw -39613515.507974 + Penalty 6199.977289 = -39607315.530685
  nChanged 14451
		SP:Iteration 5F (7496.920000 sec): 3 clusters
  Score: Raw -39621059.839661 + Penalty 6199.977289 = -39614859.862372
  nChanged 19971
		SP:Iteration 6F (7497.860000 sec): 3 clusters
  Score: Raw -39634906.238073 + Penalty 6199.977289 = -39628706.260784
  nChanged 24511
		SP:Iteration 7F (7498.790000 sec): 3 clusters
  Score: Raw -39656294.233477 + Penalty 6199.977289 = -39650094.256188
  nChanged 24366
		SP:Iteration 8F (7499.720000 sec): 3 clusters
  Score: Raw -39680524.362777 + Penalty 6199.977289 = -39674324.385489
  nChanged 16671
		SP:Iteration 9F (7500.660000 sec): 3 clusters
  Score: Raw -39697462.250589 + Penalty 6199.977289 = -39691262.273301
  nChanged 7156
		SP:Iteration 10Q (7501.480000 sec): 3 clusters
  Score: Raw -39704442.731286 + Penalty 6199.977289 = -39698242.753997
  nChanged 1986
		SP:Iteration 11Q (7502.220000 sec): 3 clusters
  Score: Raw -39706307.893319 + Penalty 6199.977289 = -39700107.916030
  nChanged 391
		SP:Iteration 12Q (7502.890000 sec): 3 clusters
  Score: Raw -39706731.627242 + Penalty 6199.977289 = -39700531.649953
  nChanged 98
		SP:Iteration 13Q (7503.540000 sec): 3 clusters
  Score: Raw -39706881.984049 + Penalty 6199.977289 = -39700682.006761
  nChanged 37
		SP:Iteration 14Q (7504.180000 sec): 3 clusters
  Score: Raw -39706958.578205 + Penalty 6199.977289 = -39700758.600916
  nChanged 20
		SP:Iteration 15Q (7504.820000 sec): 3 clusters
  Score: Raw -39706999.063640 + Penalty 6199.977289 = -39700799.086351
  nChanged 12
		SP:Iteration 16Q (7505.460000 sec): 3 clusters
  Score: Raw -39707021.775609 + Penalty 6199.977289 = -39700821.798320
  nChanged 5
		SP:Iteration 17Q (7506.100000 sec): 3 clusters
  Score: Raw -39707029.747116 + Penalty 6199.977289 = -39700829.769828
  nChanged 3
		SP:Iteration 18Q (7506.740000 sec): 3 clusters
  Score: Raw -39707037.299693 + Penalty 6199.977289 = -39700837.322404
  nChanged 1
		SP:Iteration 19Q (7507.380000 sec): 3 clusters
  Score: Raw -39707039.030435 + Penalty 6199.977289 = -39700839.053146
  nChanged 0
		SP:Iteration 20F (7508.300000 sec): 3 clusters
  Score: Raw -39707039.030435 + Penalty 6199.977289 = -39700839.053146
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33593 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7508.480000 sec): 2 clusters
  Score: Raw -5134675.926099 + Penalty 2584.674102 = -5132091.251997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7508.600000 sec): 3 clusters
  Score: Raw -5114322.296626 + Penalty 5169.348203 = -5109152.948422
  nChanged 15135
		SP:Iteration 1F (7508.720000 sec): 3 clusters
  Score: Raw -5122651.679313 + Penalty 5169.348203 = -5117482.331110
  nChanged 1414
		SP:Iteration 2Q (7508.840000 sec): 3 clusters
  Score: Raw -5123039.443782 + Penalty 5169.348203 = -5117870.095578
  nChanged 1175
		SP:Iteration 3Q (7508.960000 sec): 3 clusters
  Score: Raw -5123332.876917 + Penalty 5169.348203 = -5118163.528714
  nChanged 1067
		SP:Iteration 4Q (7509.080000 sec): 3 clusters
  Score: Raw -5123593.055838 + Penalty 5169.348203 = -5118423.707635
  nChanged 971
		SP:Iteration 5Q (7509.200000 sec): 3 clusters
  Score: Raw -5123826.886791 + Penalty 5169.348203 = -5118657.538587
  nChanged 918
		SP:Iteration 6Q (7509.320000 sec): 3 clusters
  Score: Raw -5124071.196716 + Penalty 5169.348203 = -5118901.848513
  nChanged 946
		SP:Iteration 7Q (7509.440000 sec): 3 clusters
  Score: Raw -5124361.270231 + Penalty 5169.348203 = -5119191.922028
  nChanged 1072
		SP:Iteration 8Q (7509.560000 sec): 3 clusters
  Score: Raw -5124747.355104 + Penalty 5169.348203 = -5119578.006900
  nChanged 1290
		SP:Iteration 9Q (7509.680000 sec): 3 clusters
  Score: Raw -5125304.452808 + Penalty 5169.348203 = -5120135.104605
  nChanged 1567
		SP:Iteration 10Q (7509.800000 sec): 3 clusters
  Score: Raw -5126140.245510 + Penalty 5169.348203 = -5120970.897306
  nChanged 1959
		SP:Iteration 11F (7509.920000 sec): 3 clusters
  Score: Raw -5127419.830949 + Penalty 5169.348203 = -5122250.482745
  nChanged 2231
		SP:Iteration 12F (7510.030000 sec): 3 clusters
  Score: Raw -5129175.225434 + Penalty 5169.348203 = -5124005.877230
  nChanged 2229
		SP:Iteration 13F (7510.150000 sec): 3 clusters
  Score: Raw -5131146.983473 + Penalty 5169.348203 = -5125977.635270
  nChanged 1804
		SP:Iteration 14F (7510.260000 sec): 3 clusters
  Score: Raw -5132834.594154 + Penalty 5169.348203 = -5127665.245950
  nChanged 1173
		SP:Iteration 15Q (7510.370000 sec): 3 clusters
  Score: Raw -5133956.887753 + Penalty 5169.348203 = -5128787.539549
  nChanged 543
		SP:Iteration 16Q (7510.460000 sec): 3 clusters
  Score: Raw -5134481.850442 + Penalty 5169.348203 = -5129312.502239
  nChanged 232
		SP:Iteration 17Q (7510.560000 sec): 3 clusters
  Score: Raw -5134717.511055 + Penalty 5169.348203 = -5129548.162852
  nChanged 92
		SP:Iteration 18Q (7510.640000 sec): 3 clusters
  Score: Raw -5134826.817195 + Penalty 5169.348203 = -5129657.468991
  nChanged 49
		SP:Iteration 19Q (7510.720000 sec): 3 clusters
  Score: Raw -5134895.236932 + Penalty 5169.348203 = -5129725.888728
  nChanged 27
		SP:Iteration 20F (7510.840000 sec): 3 clusters
  Score: Raw -5134935.183085 + Penalty 5169.348203 = -5129765.834881
  nChanged 17
		SP:Iteration 21Q (7510.920000 sec): 3 clusters
  Score: Raw -5134961.010974 + Penalty 5169.348203 = -5129791.662771
  nChanged 10
		SP:Iteration 22Q (7511.010000 sec): 3 clusters
  Score: Raw -5134981.878092 + Penalty 5169.348203 = -5129812.529889
  nChanged 9
		SP:Iteration 23Q (7511.090000 sec): 3 clusters
  Score: Raw -5134995.389713 + Penalty 5169.348203 = -5129826.041509
  nChanged 4
		SP:Iteration 24Q (7511.170000 sec): 3 clusters
  Score: Raw -5135000.415091 + Penalty 5169.348203 = -5129831.066887
  nChanged 1
		SP:Iteration 25Q (7511.250000 sec): 3 clusters
  Score: Raw -5135001.222325 + Penalty 5169.348203 = -5129831.874121
  nChanged 2
		SP:Iteration 26Q (7511.330000 sec): 3 clusters
  Score: Raw -5135003.334476 + Penalty 5169.348203 = -5129833.986272
  nChanged 1
		SP:Iteration 27Q (7511.410000 sec): 3 clusters
  Score: Raw -5135003.943699 + Penalty 5169.348203 = -5129834.595495
  nChanged 1
		SP:Iteration 28Q (7511.500000 sec): 3 clusters
  Score: Raw -5135005.041789 + Penalty 5169.348203 = -5129835.693586
  nChanged 0
		SP:Iteration 29F (7511.610000 sec): 3 clusters
  Score: Raw -5135005.041789 + Penalty 5169.348203 = -5129835.693586
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.630000 sec): 2 clusters
  Score: Raw -140430.621500 + Penalty 1730.597008 = -138700.024491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.630000 sec): 3 clusters
  Score: Raw -140184.938766 + Penalty 3461.194016 = -136723.744750
  nChanged 272
		SP:Iteration 1F (7511.640000 sec): 3 clusters
  Score: Raw -140498.111655 + Penalty 3461.194016 = -137036.917638
  nChanged 75
		SP:Iteration 2F (7511.640000 sec): 3 clusters
  Score: Raw -140625.367243 + Penalty 3461.194016 = -137164.173227
  nChanged 53
		SP:Iteration 3Q (7511.640000 sec): 3 clusters
  Score: Raw -140713.284176 + Penalty 3461.194016 = -137252.090160
  nChanged 45
		SP:Iteration 4Q (7511.640000 sec): 3 clusters
  Score: Raw -140793.379188 + Penalty 3461.194016 = -137332.185172
  nChanged 37
		SP:Iteration 5Q (7511.650000 sec): 3 clusters
  Score: Raw -140844.855867 + Penalty 3461.194016 = -137383.661851
  nChanged 26
		SP:Iteration 6Q (7511.650000 sec): 3 clusters
  Score: Raw -140884.742459 + Penalty 3461.194016 = -137423.548443
  nChanged 26
		SP:Iteration 7Q (7511.660000 sec): 3 clusters
  Score: Raw -140924.457590 + Penalty 3461.194016 = -137463.263573
  nChanged 15
		SP:Iteration 8Q (7511.660000 sec): 3 clusters
  Score: Raw -140949.474504 + Penalty 3461.194016 = -137488.280488
  nChanged 11
		SP:Iteration 9Q (7511.660000 sec): 3 clusters
  Score: Raw -140966.027550 + Penalty 3461.194016 = -137504.833534
  nChanged 5
		SP:Iteration 10Q (7511.670000 sec): 3 clusters
  Score: Raw -140978.313763 + Penalty 3461.194016 = -137517.119747
  nChanged 11
		SP:Iteration 11Q (7511.670000 sec): 3 clusters
  Score: Raw -140996.127492 + Penalty 3461.194016 = -137534.933475
  nChanged 7
		SP:Iteration 12Q (7511.670000 sec): 3 clusters
  Score: Raw -141006.350854 + Penalty 3461.194016 = -137545.156837
  nChanged 6
		SP:Iteration 13Q (7511.680000 sec): 3 clusters
  Score: Raw -141012.721164 + Penalty 3461.194016 = -137551.527147
  nChanged 0
		SP:Iteration 14F (7511.680000 sec): 3 clusters
  Score: Raw -141012.721164 + Penalty 3461.194016 = -137551.527147
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.680000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.680000 sec): 3 clusters
  Score: Raw -31534.657676 + Penalty 2705.839273 = -28828.818403
  nChanged 24
		SP:Iteration 1F (7511.680000 sec): 3 clusters
  Score: Raw -31632.533304 + Penalty 2705.839273 = -28926.694031
  nChanged 5
		SP:Iteration 2Q (7511.690000 sec): 3 clusters
  Score: Raw -31654.471929 + Penalty 2705.839273 = -28948.632656
  nChanged 1
		SP:Iteration 3Q (7511.690000 sec): 3 clusters
  Score: Raw -31659.447716 + Penalty 2705.839273 = -28953.608443
  nChanged 1
		SP:Iteration 4Q (7511.690000 sec): 3 clusters
  Score: Raw -31662.708962 + Penalty 2705.839273 = -28956.869689
  nChanged 1
		SP:Iteration 5Q (7511.690000 sec): 3 clusters
  Score: Raw -31666.820891 + Penalty 2705.839273 = -28960.981618
  nChanged 0
		SP:Iteration 6F (7511.690000 sec): 3 clusters
  Score: Raw -31666.820891 + Penalty 2705.839273 = -28960.981618
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.690000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.700000 sec): 3 clusters
  Score: Raw -77754.207387 + Penalty 3172.049753 = -74582.157634
  nChanged 127
		SP:Iteration 1F (7511.700000 sec): 3 clusters
  Score: Raw -77996.156089 + Penalty 3172.049753 = -74824.106336
  nChanged 43
		SP:Iteration 2F (7511.700000 sec): 3 clusters
  Score: Raw -78106.479641 + Penalty 3172.049753 = -74934.429889
  nChanged 30
		SP:Iteration 3F (7511.700000 sec): 3 clusters
  Score: Raw -78178.417067 + Penalty 3172.049753 = -75006.367314
  nChanged 17
		SP:Iteration 4Q (7511.700000 sec): 3 clusters
  Score: Raw -78248.247997 + Penalty 3172.049753 = -75076.198244
  nChanged 19
		SP:Iteration 5Q (7511.700000 sec): 3 clusters
  Score: Raw -78321.221185 + Penalty 3172.049753 = -75149.171433
  nChanged 20
		SP:Iteration 6Q (7511.710000 sec): 3 clusters
  Score: Raw -78415.322776 + Penalty 3172.049753 = -75243.273023
  nChanged 21
		SP:Iteration 7Q (7511.710000 sec): 3 clusters
  Score: Raw -78467.060288 + Penalty 3172.049753 = -75295.010535
  nChanged 21
		SP:Iteration 8Q (7511.710000 sec): 3 clusters
  Score: Raw -78528.329524 + Penalty 3172.049753 = -75356.279771
  nChanged 18
		SP:Iteration 9Q (7511.710000 sec): 3 clusters
  Score: Raw -78598.759650 + Penalty 3172.049753 = -75426.709897
  nChanged 11
		SP:Iteration 10Q (7511.720000 sec): 3 clusters
  Score: Raw -78643.792494 + Penalty 3172.049753 = -75471.742742
  nChanged 11
		SP:Iteration 11Q (7511.720000 sec): 3 clusters
  Score: Raw -78692.679584 + Penalty 3172.049753 = -75520.629831
  nChanged 9
		SP:Iteration 12Q (7511.720000 sec): 3 clusters
  Score: Raw -78716.256371 + Penalty 3172.049753 = -75544.206619
  nChanged 6
		SP:Iteration 13Q (7511.720000 sec): 3 clusters
  Score: Raw -78740.876334 + Penalty 3172.049753 = -75568.826581
  nChanged 5
		SP:Iteration 14Q (7511.720000 sec): 3 clusters
  Score: Raw -78758.614704 + Penalty 3172.049753 = -75586.564951
  nChanged 7
		SP:Iteration 15Q (7511.720000 sec): 3 clusters
  Score: Raw -78775.502923 + Penalty 3172.049753 = -75603.453170
  nChanged 3
		SP:Iteration 16Q (7511.720000 sec): 3 clusters
  Score: Raw -78780.297890 + Penalty 3172.049753 = -75608.248138
  nChanged 0
		SP:Iteration 17F (7511.730000 sec): 3 clusters
  Score: Raw -78780.297890 + Penalty 3172.049753 = -75608.248138
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.730000 sec): 2 clusters
  Score: Raw -24891.149195 + Penalty 1367.330329 = -23523.818866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.730000 sec): 3 clusters
  Score: Raw -25372.593443 + Penalty 2734.660658 = -22637.932785
  nChanged 47
		SP:Iteration 1F (7511.730000 sec): 3 clusters
  Score: Raw -25855.372695 + Penalty 2734.660658 = -23120.712037
  nChanged 21
		SP:Iteration 2F (7511.730000 sec): 3 clusters
  Score: Raw -25979.825631 + Penalty 2734.660658 = -23245.164973
  nChanged 9
		SP:Iteration 3Q (7511.730000 sec): 3 clusters
  Score: Raw -26041.330609 + Penalty 2734.660658 = -23306.669951
  nChanged 3
		SP:Iteration 4Q (7511.740000 sec): 3 clusters
  Score: Raw -26080.695045 + Penalty 2734.660658 = -23346.034387
  nChanged 0
		SP:Iteration 5F (7511.740000 sec): 3 clusters
  Score: Raw -26080.695045 + Penalty 2734.660658 = -23346.034387
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.740000 sec): 2 clusters
  Score: Raw -33339.247056 + Penalty 1391.149005 = -31948.098051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.740000 sec): 3 clusters
  Score: Raw -33523.349021 + Penalty 2782.298010 = -30741.051011
  nChanged 34
		SP:Iteration 1F (7511.740000 sec): 3 clusters
  Score: Raw -33746.731507 + Penalty 2782.298010 = -30964.433496
  nChanged 19
		SP:Iteration 2F (7511.740000 sec): 3 clusters
  Score: Raw -33950.751198 + Penalty 2782.298010 = -31168.453188
  nChanged 17
		SP:Iteration 3F (7511.740000 sec): 3 clusters
  Score: Raw -34074.845432 + Penalty 2782.298010 = -31292.547421
  nChanged 11
		SP:Iteration 4Q (7511.740000 sec): 3 clusters
  Score: Raw -34139.543885 + Penalty 2782.298010 = -31357.245874
  nChanged 1
		SP:Iteration 5Q (7511.740000 sec): 3 clusters
  Score: Raw -34144.024419 + Penalty 2782.298010 = -31361.726408
  nChanged 0
		SP:Iteration 6F (7511.740000 sec): 3 clusters
  Score: Raw -34144.024419 + Penalty 2782.298010 = -31361.726408
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.750000 sec): 2 clusters
  Score: Raw -29517.385556 + Penalty 1335.354776 = -28182.030780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.750000 sec): 3 clusters
  Score: Raw -29701.001292 + Penalty 2670.709551 = -27030.291741
  nChanged 13
		SP:Iteration 1F (7511.750000 sec): 3 clusters
  Score: Raw -29744.347538 + Penalty 2670.709551 = -27073.637987
  nChanged 5
		SP:Iteration 2Q (7511.750000 sec): 3 clusters
  Score: Raw -29762.780693 + Penalty 2670.709551 = -27092.071142
  nChanged 1
		SP:Iteration 3Q (7511.750000 sec): 3 clusters
  Score: Raw -29767.724954 + Penalty 2670.709551 = -27097.015403
  nChanged 1
		SP:Iteration 4Q (7511.750000 sec): 3 clusters
  Score: Raw -29771.078360 + Penalty 2670.709551 = -27100.368809
  nChanged 1
		SP:Iteration 5Q (7511.750000 sec): 3 clusters
  Score: Raw -29773.700555 + Penalty 2670.709551 = -27102.991004
  nChanged 0
		SP:Iteration 6F (7511.760000 sec): 3 clusters
  Score: Raw -29773.700555 + Penalty 2670.709551 = -27102.991004
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.760000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.760000 sec): 3 clusters
  Score: Raw -55066.162076 + Penalty 2975.472535 = -52090.689541
  nChanged 60
		SP:Iteration 1F (7511.760000 sec): 3 clusters
  Score: Raw -55202.035112 + Penalty 2975.472535 = -52226.562577
  nChanged 18
		SP:Iteration 2Q (7511.760000 sec): 3 clusters
  Score: Raw -55261.042439 + Penalty 2975.472535 = -52285.569904
  nChanged 8
		SP:Iteration 3Q (7511.760000 sec): 3 clusters
  Score: Raw -55276.929113 + Penalty 2975.472535 = -52301.456578
  nChanged 5
		SP:Iteration 4Q (7511.760000 sec): 3 clusters
  Score: Raw -55290.647867 + Penalty 2975.472535 = -52315.175333
  nChanged 3
		SP:Iteration 5Q (7511.760000 sec): 3 clusters
  Score: Raw -55301.988567 + Penalty 2975.472535 = -52326.516032
  nChanged 1
		SP:Iteration 6Q (7511.770000 sec): 3 clusters
  Score: Raw -55303.137958 + Penalty 2975.472535 = -52327.665423
  nChanged 0
		SP:Iteration 7F (7511.770000 sec): 3 clusters
  Score: Raw -55303.137958 + Penalty 2975.472535 = -52327.665423
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.770000 sec): 2 clusters
  Score: Raw -17715.061371 + Penalty 1316.450389 = -16398.610982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.770000 sec): 3 clusters
  Score: Raw -18207.355556 + Penalty 2632.900778 = -15574.454778
  nChanged 45
		SP:Iteration 1F (7511.770000 sec): 3 clusters
  Score: Raw -18383.355175 + Penalty 2632.900778 = -15750.454397
  nChanged 18
		SP:Iteration 2F (7511.780000 sec): 3 clusters
  Score: Raw -18510.365944 + Penalty 2632.900778 = -15877.465166
  nChanged 11
		SP:Iteration 3F (7511.780000 sec): 3 clusters
  Score: Raw -18580.835896 + Penalty 2632.900778 = -15947.935118
  nChanged 8
		SP:Iteration 4Q (7511.780000 sec): 3 clusters
  Score: Raw -18630.298887 + Penalty 2632.900778 = -15997.398109
  nChanged 7
		SP:Iteration 5Q (7511.780000 sec): 3 clusters
  Score: Raw -18675.995321 + Penalty 2632.900778 = -16043.094543
  nChanged 5
		SP:Iteration 6Q (7511.780000 sec): 3 clusters
  Score: Raw -18697.913326 + Penalty 2632.900778 = -16065.012548
  nChanged 2
		SP:Iteration 7Q (7511.780000 sec): 3 clusters
  Score: Raw -18705.575937 + Penalty 2632.900778 = -16072.675159
  nChanged 1
		SP:Iteration 8Q (7511.780000 sec): 3 clusters
  Score: Raw -18708.468468 + Penalty 2632.900778 = -16075.567691
  nChanged 0
		SP:Iteration 9F (7511.780000 sec): 3 clusters
  Score: Raw -18708.668714 + Penalty 2632.900778 = -16075.767937
  nChanged 1
		SP:Iteration 10Q (7511.780000 sec): 3 clusters
  Score: Raw -18716.774394 + Penalty 2632.900778 = -16083.873616
  nChanged 1
		SP:Iteration 11Q (7511.780000 sec): 3 clusters
  Score: Raw -18732.830356 + Penalty 2632.900778 = -16099.929579
  nChanged 2
		SP:Iteration 12Q (7511.780000 sec): 3 clusters
  Score: Raw -18770.734313 + Penalty 2632.900778 = -16137.833535
  nChanged 0
		SP:Iteration 13F (7511.780000 sec): 3 clusters
  Score: Raw -18770.734313 + Penalty 2632.900778 = -16137.833535
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.780000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.780000 sec): 3 clusters
  Score: Raw -29527.828559 + Penalty 2686.385799 = -26841.442759
  nChanged 16
		SP:Iteration 1F (7511.790000 sec): 3 clusters
  Score: Raw -29587.115260 + Penalty 2686.385799 = -26900.729460
  nChanged 5
		SP:Iteration 2Q (7511.790000 sec): 3 clusters
  Score: Raw -29615.158933 + Penalty 2686.385799 = -26928.773134
  nChanged 1
		SP:Iteration 3Q (7511.790000 sec): 3 clusters
  Score: Raw -29628.346292 + Penalty 2686.385799 = -26941.960493
  nChanged 1
		SP:Iteration 4Q (7511.790000 sec): 3 clusters
  Score: Raw -29647.995901 + Penalty 2686.385799 = -26961.610101
  nChanged 0
		SP:Iteration 5F (7511.790000 sec): 3 clusters
  Score: Raw -29647.995901 + Penalty 2686.385799 = -26961.610101
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.790000 sec): 2 clusters
  Score: Raw -46074.767155 + Penalty 1447.033063 = -44627.734092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.790000 sec): 3 clusters
  Score: Raw -46287.387277 + Penalty 2894.066126 = -43393.321151
  nChanged 64
		SP:Iteration 1F (7511.790000 sec): 3 clusters
  Score: Raw -46487.009721 + Penalty 2894.066126 = -43592.943596
  nChanged 13
		SP:Iteration 2Q (7511.790000 sec): 3 clusters
  Score: Raw -46516.058587 + Penalty 2894.066126 = -43621.992461
  nChanged 4
		SP:Iteration 3Q (7511.800000 sec): 3 clusters
  Score: Raw -46525.474542 + Penalty 2894.066126 = -43631.408416
  nChanged 3
		SP:Iteration 4Q (7511.800000 sec): 3 clusters
  Score: Raw -46532.569606 + Penalty 2894.066126 = -43638.503481
  nChanged 2
		SP:Iteration 5Q (7511.800000 sec): 3 clusters
  Score: Raw -46538.282741 + Penalty 2894.066126 = -43644.216615
  nChanged 1
		SP:Iteration 6Q (7511.800000 sec): 3 clusters
  Score: Raw -46542.881494 + Penalty 2894.066126 = -43648.815368
  nChanged 3
		SP:Iteration 7Q (7511.800000 sec): 3 clusters
  Score: Raw -46549.105587 + Penalty 2894.066126 = -43655.039461
  nChanged 0
		SP:Iteration 8F (7511.800000 sec): 3 clusters
  Score: Raw -46549.105587 + Penalty 2894.066126 = -43655.039461
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.800000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.800000 sec): 3 clusters
  Score: Raw -55270.768102 + Penalty 3005.325105 = -52265.442997
  nChanged 75
		SP:Iteration 1F (7511.810000 sec): 3 clusters
  Score: Raw -55461.765782 + Penalty 3005.325105 = -52456.440677
  nChanged 17
		SP:Iteration 2Q (7511.810000 sec): 3 clusters
  Score: Raw -55534.017645 + Penalty 3005.325105 = -52528.692540
  nChanged 12
		SP:Iteration 3Q (7511.810000 sec): 3 clusters
  Score: Raw -55566.384170 + Penalty 3005.325105 = -52561.059065
  nChanged 10
		SP:Iteration 4Q (7511.810000 sec): 3 clusters
  Score: Raw -55592.331714 + Penalty 3005.325105 = -52587.006609
  nChanged 11
		SP:Iteration 5Q (7511.810000 sec): 3 clusters
  Score: Raw -55624.696163 + Penalty 3005.325105 = -52619.371058
  nChanged 5
		SP:Iteration 6Q (7511.810000 sec): 3 clusters
  Score: Raw -55637.714488 + Penalty 3005.325105 = -52632.389383
  nChanged 8
		SP:Iteration 7Q (7511.810000 sec): 3 clusters
  Score: Raw -55664.048681 + Penalty 3005.325105 = -52658.723576
  nChanged 3
		SP:Iteration 8Q (7511.810000 sec): 3 clusters
  Score: Raw -55670.322582 + Penalty 3005.325105 = -52664.997477
  nChanged 1
		SP:Iteration 9Q (7511.810000 sec): 3 clusters
  Score: Raw -55673.403278 + Penalty 3005.325105 = -52668.078173
  nChanged 1
		SP:Iteration 10Q (7511.820000 sec): 3 clusters
  Score: Raw -55679.275288 + Penalty 3005.325105 = -52673.950183
  nChanged 1
		SP:Iteration 11Q (7511.820000 sec): 3 clusters
  Score: Raw -55680.042553 + Penalty 3005.325105 = -52674.717448
  nChanged 0
		SP:Iteration 12F (7511.820000 sec): 3 clusters
  Score: Raw -55680.042553 + Penalty 3005.325105 = -52674.717448
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 39 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.820000 sec): 2 clusters
  Score: Raw -22896.629861 + Penalty 1287.853299 = -21608.776562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.820000 sec): 3 clusters
  Score: Raw -23226.824906 + Penalty 2575.706598 = -20651.118308
  nChanged 18
		SP:Iteration 1F (7511.820000 sec): 3 clusters
  Score: Raw -23310.342122 + Penalty 2575.706598 = -20734.635524
  nChanged 1
		SP:Iteration 2Q (7511.820000 sec): 3 clusters
  Score: Raw -23314.023961 + Penalty 2575.706598 = -20738.317363
  nChanged 0
		SP:Iteration 3F (7511.820000 sec): 3 clusters
  Score: Raw -23314.023961 + Penalty 2575.706598 = -20738.317363
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.830000 sec): 2 clusters
  Score: Raw -68690.960353 + Penalty 1547.104507 = -67143.855846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.830000 sec): 3 clusters
  Score: Raw -68765.686498 + Penalty 3094.209014 = -65671.477484
  nChanged 93
		SP:Iteration 1F (7511.830000 sec): 3 clusters
  Score: Raw -68931.878144 + Penalty 3094.209014 = -65837.669130
  nChanged 19
		SP:Iteration 2Q (7511.830000 sec): 3 clusters
  Score: Raw -68975.296178 + Penalty 3094.209014 = -65881.087164
  nChanged 6
		SP:Iteration 3Q (7511.840000 sec): 3 clusters
  Score: Raw -68987.010575 + Penalty 3094.209014 = -65892.801561
  nChanged 4
		SP:Iteration 4Q (7511.840000 sec): 3 clusters
  Score: Raw -68994.517449 + Penalty 3094.209014 = -65900.308435
  nChanged 4
		SP:Iteration 5Q (7511.840000 sec): 3 clusters
  Score: Raw -69001.950454 + Penalty 3094.209014 = -65907.741440
  nChanged 5
		SP:Iteration 6Q (7511.840000 sec): 3 clusters
  Score: Raw -69014.650759 + Penalty 3094.209014 = -65920.441745
  nChanged 4
		SP:Iteration 7Q (7511.840000 sec): 3 clusters
  Score: Raw -69025.058251 + Penalty 3094.209014 = -65930.849237
  nChanged 2
		SP:Iteration 8Q (7511.840000 sec): 3 clusters
  Score: Raw -69027.326085 + Penalty 3094.209014 = -65933.117071
  nChanged 0
		SP:Iteration 9F (7511.840000 sec): 3 clusters
  Score: Raw -69027.326085 + Penalty 3094.209014 = -65933.117071
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.850000 sec): 2 clusters
  Score: Raw -28608.723062 + Penalty 1441.162966 = -27167.560096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.850000 sec): 3 clusters
  Score: Raw -29157.744983 + Penalty 2882.325933 = -26275.419051
  nChanged 99
		SP:Iteration 1F (7511.850000 sec): 3 clusters
  Score: Raw -29748.971531 + Penalty 2882.325933 = -26866.645598
  nChanged 47
		SP:Iteration 2F (7511.850000 sec): 3 clusters
  Score: Raw -30489.926411 + Penalty 2882.325933 = -27607.600479
  nChanged 11
		SP:Iteration 3Q (7511.850000 sec): 3 clusters
  Score: Raw -30696.874972 + Penalty 2882.325933 = -27814.549040
  nChanged 5
		SP:Iteration 4Q (7511.860000 sec): 3 clusters
  Score: Raw -30792.592841 + Penalty 2882.325933 = -27910.266909
  nChanged 3
		SP:Iteration 5Q (7511.860000 sec): 3 clusters
  Score: Raw -30969.155534 + Penalty 2882.325933 = -28086.829602
  nChanged 7
		SP:Iteration 6Q (7511.860000 sec): 3 clusters
  Score: Raw -31131.597649 + Penalty 2882.325933 = -28249.271716
  nChanged 3
		SP:Iteration 7Q (7511.860000 sec): 3 clusters
  Score: Raw -31175.342561 + Penalty 2882.325933 = -28293.016628
  nChanged 3
		SP:Iteration 8Q (7511.860000 sec): 3 clusters
  Score: Raw -31207.543003 + Penalty 2882.325933 = -28325.217070
  nChanged 2
		SP:Iteration 9Q (7511.860000 sec): 3 clusters
  Score: Raw -31243.305578 + Penalty 2882.325933 = -28360.979646
  nChanged 3
		SP:Iteration 10Q (7511.860000 sec): 3 clusters
  Score: Raw -31324.259788 + Penalty 2882.325933 = -28441.933855
  nChanged 1
		SP:Iteration 11Q (7511.860000 sec): 3 clusters
  Score: Raw -31380.279170 + Penalty 2882.325933 = -28497.953237
  nChanged 4
		SP:Iteration 12Q (7511.860000 sec): 3 clusters
  Score: Raw -31550.541071 + Penalty 2882.325933 = -28668.215138
  nChanged 2
		SP:Iteration 13Q (7511.860000 sec): 3 clusters
  Score: Raw -31818.493011 + Penalty 2882.325933 = -28936.167078
  nChanged 0
		SP:Iteration 14F (7511.860000 sec): 3 clusters
  Score: Raw -31839.554734 + Penalty 2882.325933 = -28957.228801
  nChanged 1
		SP:Iteration 15Q (7511.860000 sec): 3 clusters
  Score: Raw -32068.194779 + Penalty 2882.325933 = -29185.868846
  nChanged 0
		SP:Iteration 16F (7511.860000 sec): 3 clusters
  Score: Raw -32068.194779 + Penalty 2882.325933 = -29185.868846
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 38.
Iteration 259Q (7522.550000 sec): 42 clusters
  Score: Raw -117667091.712797 + Penalty 138362.130809 = -117528729.581987
  nChanged 28
Iteration 260F (7564.880000 sec): 42 clusters
  Score: Raw -117668588.976669 + Penalty 138362.130809 = -117530226.845859
  nChanged 70
Iteration 261Q (7575.590000 sec): 42 clusters
  Score: Raw -117671400.772321 + Penalty 138362.130809 = -117533038.641512
  nChanged 30
Iteration 262Q (7586.280000 sec): 42 clusters
  Score: Raw -117671480.989010 + Penalty 138362.130809 = -117533118.858200
  nChanged 14
Iteration 263Q (7596.970000 sec): 42 clusters
  Score: Raw -117671556.032335 + Penalty 138362.130809 = -117533193.901525
  nChanged 16
Iteration 264Q (7607.670000 sec): 42 clusters
  Score: Raw -117671613.925892 + Penalty 138362.130809 = -117533251.795083
  nChanged 15
Iteration 265Q (7618.370000 sec): 42 clusters
  Score: Raw -117671677.182348 + Penalty 138362.130809 = -117533315.051539
  nChanged 17
Iteration 266Q (7629.070000 sec): 42 clusters
  Score: Raw -117671677.864963 + Penalty 138362.130809 = -117533315.734154
  nChanged 12
Iteration 267Q (7639.770000 sec): 42 clusters
  Score: Raw -117671678.154537 + Penalty 138362.130809 = -117533316.023727
  nChanged 15
Iteration 268Q (7650.490000 sec): 42 clusters
  Score: Raw -117671678.592360 + Penalty 138362.130809 = -117533316.461551
  nChanged 16
Iteration 269Q (7661.180000 sec): 42 clusters
  Score: Raw -117671679.332671 + Penalty 138362.130809 = -117533317.201862
  nChanged 28
Iteration 270Q (7671.870000 sec): 42 clusters
  Score: Raw -117671680.350651 + Penalty 138362.130809 = -117533318.219842
  nChanged 23
Iteration 271Q (7682.530000 sec): 42 clusters
  Score: Raw -117671681.016140 + Penalty 138362.130809 = -117533318.885330
  nChanged 25
Iteration 272Q (7693.230000 sec): 42 clusters
  Score: Raw -117671681.811877 + Penalty 138362.130809 = -117533319.681067
  nChanged 25
Iteration 273Q (7703.890000 sec): 42 clusters
  Score: Raw -117671682.947622 + Penalty 138362.130809 = -117533320.816813
  nChanged 27
Iteration 274Q (7714.550000 sec): 42 clusters
  Score: Raw -117671684.345218 + Penalty 138362.130809 = -117533322.214409
  nChanged 24
Iteration 275Q (7725.220000 sec): 42 clusters
  Score: Raw -117671685.375230 + Penalty 138362.130809 = -117533323.244421
  nChanged 36
Iteration 276Q (7735.890000 sec): 42 clusters
  Score: Raw -117671686.760076 + Penalty 138362.130809 = -117533324.629266
  nChanged 29
Iteration 277Q (7746.550000 sec): 42 clusters
  Score: Raw -117671687.478451 + Penalty 138362.130809 = -117533325.347641
  nChanged 32
Iteration 278Q (7757.220000 sec): 42 clusters
  Score: Raw -117671688.458532 + Penalty 138362.130809 = -117533326.327723
  nChanged 32
Iteration 279Q (7767.890000 sec): 42 clusters
  Score: Raw -117671689.452096 + Penalty 138362.130809 = -117533327.321287
  nChanged 22
Iteration 280F (7810.120000 sec): 42 clusters
  Score: Raw -117674086.929815 + Penalty 138362.130809 = -117535724.799005
  nChanged 74
Iteration 281Q (7818.960000 sec): 42 clusters
  Score: Raw -117675090.220235 + Penalty 138362.130809 = -117536728.089426
  nChanged 30
Iteration 282Q (7827.780000 sec): 42 clusters
  Score: Raw -117675124.375010 + Penalty 138362.130809 = -117536762.244201
  nChanged 31
Iteration 283Q (7836.530000 sec): 42 clusters
  Score: Raw -117675136.384956 + Penalty 138362.130809 = -117536774.254146
  nChanged 29
Iteration 284Q (7845.290000 sec): 42 clusters
  Score: Raw -117675140.615498 + Penalty 138362.130809 = -117536778.484689
  nChanged 20
Iteration 285Q (7854.050000 sec): 42 clusters
  Score: Raw -117675145.857962 + Penalty 138362.130809 = -117536783.727153
  nChanged 16
Iteration 286Q (7862.840000 sec): 42 clusters
  Score: Raw -117675150.549636 + Penalty 138362.130809 = -117536788.418826
  nChanged 20
Iteration 287Q (7871.610000 sec): 42 clusters
  Score: Raw -117675153.986828 + Penalty 138362.130809 = -117536791.856018
  nChanged 21
Iteration 288Q (7880.410000 sec): 42 clusters
  Score: Raw -117675154.379602 + Penalty 138362.130809 = -117536792.248793
  nChanged 11
Iteration 289Q (7889.190000 sec): 42 clusters
  Score: Raw -117675154.675608 + Penalty 138362.130809 = -117536792.544799
  nChanged 9
Iteration 290Q (7897.960000 sec): 42 clusters
  Score: Raw -117675154.979079 + Penalty 138362.130809 = -117536792.848269
  nChanged 12
Iteration 291Q (7906.730000 sec): 42 clusters
  Score: Raw -117675155.255227 + Penalty 138362.130809 = -117536793.124417
  nChanged 12
Iteration 292Q (7915.490000 sec): 42 clusters
  Score: Raw -117675155.387256 + Penalty 138362.130809 = -117536793.256446
  nChanged 9
Iteration 293Q (7924.240000 sec): 42 clusters
  Score: Raw -117675155.485389 + Penalty 138362.130809 = -117536793.354580
  nChanged 11
Iteration 294Q (7933.000000 sec): 42 clusters
  Score: Raw -117675155.677407 + Penalty 138362.130809 = -117536793.546597
  nChanged 21
Iteration 295Q (7941.760000 sec): 42 clusters
  Score: Raw -117675155.970493 + Penalty 138362.130809 = -117536793.839683
  nChanged 14
Iteration 296Q (7950.520000 sec): 42 clusters
  Score: Raw -117675156.209443 + Penalty 138362.130809 = -117536794.078634
  nChanged 19
Iteration 297Q (7959.270000 sec): 42 clusters
  Score: Raw -117675156.588499 + Penalty 138362.130809 = -117536794.457690
  nChanged 24
Iteration 298Q (7968.030000 sec): 42 clusters
  Score: Raw -117675156.985873 + Penalty 138362.130809 = -117536794.855064
  nChanged 18
Writing temp clu file 
Because OldScore, -117536794.457690, is greater than current (better) Score,-117536794.855064 
 Compute initial score before splitting:   Score: Raw -117675156.985873 + Penalty 138362.130809 = -117536794.855064
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7968.180000 sec): 2 clusters
  Score: Raw -1048183.648990 + Penalty 2200.863096 = -1045982.785895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7968.210000 sec): 3 clusters
  Score: Raw -1044512.237960 + Penalty 4401.726192 = -1040110.511768
  nChanged 2861
		SP:Iteration 1F (7968.240000 sec): 3 clusters
  Score: Raw -1046038.947748 + Penalty 4401.726192 = -1041637.221556
  nChanged 503
		SP:Iteration 2F (7968.260000 sec): 3 clusters
  Score: Raw -1046305.520656 + Penalty 4401.726192 = -1041903.794464
  nChanged 365
		SP:Iteration 3F (7968.280000 sec): 3 clusters
  Score: Raw -1046493.377930 + Penalty 4401.726192 = -1042091.651738
  nChanged 302
		SP:Iteration 4Q (7968.310000 sec): 3 clusters
  Score: Raw -1046639.059824 + Penalty 4401.726192 = -1042237.333632
  nChanged 248
		SP:Iteration 5Q (7968.330000 sec): 3 clusters
  Score: Raw -1046768.455694 + Penalty 4401.726192 = -1042366.729502
  nChanged 242
		SP:Iteration 6Q (7968.360000 sec): 3 clusters
  Score: Raw -1046882.974074 + Penalty 4401.726192 = -1042481.247883
  nChanged 218
		SP:Iteration 7Q (7968.380000 sec): 3 clusters
  Score: Raw -1046998.159067 + Penalty 4401.726192 = -1042596.432876
  nChanged 241
		SP:Iteration 8Q (7968.410000 sec): 3 clusters
  Score: Raw -1047126.638526 + Penalty 4401.726192 = -1042724.912334
  nChanged 235
		SP:Iteration 9Q (7968.430000 sec): 3 clusters
  Score: Raw -1047268.536740 + Penalty 4401.726192 = -1042866.810548
  nChanged 263
		SP:Iteration 10Q (7968.460000 sec): 3 clusters
  Score: Raw -1047422.415621 + Penalty 4401.726192 = -1043020.689429
  nChanged 215
		SP:Iteration 11Q (7968.480000 sec): 3 clusters
  Score: Raw -1047553.230260 + Penalty 4401.726192 = -1043151.504068
  nChanged 205
		SP:Iteration 12Q (7968.500000 sec): 3 clusters
  Score: Raw -1047684.469280 + Penalty 4401.726192 = -1043282.743089
  nChanged 204
		SP:Iteration 13Q (7968.530000 sec): 3 clusters
  Score: Raw -1047825.049007 + Penalty 4401.726192 = -1043423.322816
  nChanged 178
		SP:Iteration 14Q (7968.550000 sec): 3 clusters
  Score: Raw -1047948.121786 + Penalty 4401.726192 = -1043546.395595
  nChanged 135
		SP:Iteration 15Q (7968.570000 sec): 3 clusters
  Score: Raw -1048036.288031 + Penalty 4401.726192 = -1043634.561839
  nChanged 117
		SP:Iteration 16Q (7968.590000 sec): 3 clusters
  Score: Raw -1048129.939541 + Penalty 4401.726192 = -1043728.213349
  nChanged 95
		SP:Iteration 17Q (7968.620000 sec): 3 clusters
  Score: Raw -1048203.015388 + Penalty 4401.726192 = -1043801.289196
  nChanged 63
		SP:Iteration 18Q (7968.640000 sec): 3 clusters
  Score: Raw -1048253.773501 + Penalty 4401.726192 = -1043852.047310
  nChanged 56
		SP:Iteration 19Q (7968.660000 sec): 3 clusters
  Score: Raw -1048300.733671 + Penalty 4401.726192 = -1043899.007479
  nChanged 42
		SP:Iteration 20F (7968.680000 sec): 3 clusters
  Score: Raw -1048339.259086 + Penalty 4401.726192 = -1043937.532894
  nChanged 30
		SP:Iteration 21Q (7968.710000 sec): 3 clusters
  Score: Raw -1048361.035991 + Penalty 4401.726192 = -1043959.309799
  nChanged 11
		SP:Iteration 22Q (7968.730000 sec): 3 clusters
  Score: Raw -1048369.611654 + Penalty 4401.726192 = -1043967.885462
  nChanged 7
		SP:Iteration 23Q (7968.750000 sec): 3 clusters
  Score: Raw -1048375.379065 + Penalty 4401.726192 = -1043973.652873
  nChanged 10
		SP:Iteration 24Q (7968.770000 sec): 3 clusters
  Score: Raw -1048382.628042 + Penalty 4401.726192 = -1043980.901850
  nChanged 8
		SP:Iteration 25Q (7968.790000 sec): 3 clusters
  Score: Raw -1048386.921547 + Penalty 4401.726192 = -1043985.195355
  nChanged 6
		SP:Iteration 26Q (7968.810000 sec): 3 clusters
  Score: Raw -1048390.691209 + Penalty 4401.726192 = -1043988.965017
  nChanged 4
		SP:Iteration 27Q (7968.840000 sec): 3 clusters
  Score: Raw -1048393.296787 + Penalty 4401.726192 = -1043991.570595
  nChanged 2
		SP:Iteration 28Q (7968.860000 sec): 3 clusters
  Score: Raw -1048394.433518 + Penalty 4401.726192 = -1043992.707326
  nChanged 2
		SP:Iteration 29Q (7968.880000 sec): 3 clusters
  Score: Raw -1048395.991155 + Penalty 4401.726192 = -1043994.264963
  nChanged 1
		SP:Iteration 30Q (7968.900000 sec): 3 clusters
  Score: Raw -1048396.494878 + Penalty 4401.726192 = -1043994.768686
  nChanged 0
		SP:Iteration 31F (7968.920000 sec): 3 clusters
  Score: Raw -1048396.494878 + Penalty 4401.726192 = -1043994.768686
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7637 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7968.950000 sec): 2 clusters
  Score: Raw -1103545.830385 + Penalty 2217.308513 = -1101328.521872
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7968.970000 sec): 3 clusters
  Score: Raw -1099539.450587 + Penalty 4434.617027 = -1095104.833560
  nChanged 3069
		SP:Iteration 1F (7969.000000 sec): 3 clusters
  Score: Raw -1101229.212826 + Penalty 4434.617027 = -1096794.595799
  nChanged 555
		SP:Iteration 2F (7969.020000 sec): 3 clusters
  Score: Raw -1101524.819495 + Penalty 4434.617027 = -1097090.202468
  nChanged 435
		SP:Iteration 3F (7969.050000 sec): 3 clusters
  Score: Raw -1101736.245320 + Penalty 4434.617027 = -1097301.628294
  nChanged 332
		SP:Iteration 4Q (7969.080000 sec): 3 clusters
  Score: Raw -1101924.893279 + Penalty 4434.617027 = -1097490.276252
  nChanged 323
		SP:Iteration 5Q (7969.100000 sec): 3 clusters
  Score: Raw -1102111.269164 + Penalty 4434.617027 = -1097676.652137
  nChanged 289
		SP:Iteration 6Q (7969.130000 sec): 3 clusters
  Score: Raw -1102257.306847 + Penalty 4434.617027 = -1097822.689821
  nChanged 243
		SP:Iteration 7Q (7969.160000 sec): 3 clusters
  Score: Raw -1102374.927918 + Penalty 4434.617027 = -1097940.310891
  nChanged 229
		SP:Iteration 8Q (7969.180000 sec): 3 clusters
  Score: Raw -1102483.642684 + Penalty 4434.617027 = -1098049.025657
  nChanged 199
		SP:Iteration 9Q (7969.210000 sec): 3 clusters
  Score: Raw -1102586.706282 + Penalty 4434.617027 = -1098152.089255
  nChanged 227
		SP:Iteration 10Q (7969.240000 sec): 3 clusters
  Score: Raw -1102690.083466 + Penalty 4434.617027 = -1098255.466439
  nChanged 207
		SP:Iteration 11Q (7969.260000 sec): 3 clusters
  Score: Raw -1102783.991874 + Penalty 4434.617027 = -1098349.374847
  nChanged 174
		SP:Iteration 12Q (7969.290000 sec): 3 clusters
  Score: Raw -1102860.944965 + Penalty 4434.617027 = -1098426.327938
  nChanged 157
		SP:Iteration 13Q (7969.310000 sec): 3 clusters
  Score: Raw -1102927.805815 + Penalty 4434.617027 = -1098493.188788
  nChanged 127
		SP:Iteration 14Q (7969.340000 sec): 3 clusters
  Score: Raw -1102972.433342 + Penalty 4434.617027 = -1098537.816316
  nChanged 112
		SP:Iteration 15Q (7969.360000 sec): 3 clusters
  Score: Raw -1103017.411131 + Penalty 4434.617027 = -1098582.794105
  nChanged 108
		SP:Iteration 16Q (7969.390000 sec): 3 clusters
  Score: Raw -1103061.091130 + Penalty 4434.617027 = -1098626.474103
  nChanged 100
		SP:Iteration 17Q (7969.420000 sec): 3 clusters
  Score: Raw -1103097.637558 + Penalty 4434.617027 = -1098663.020531
  nChanged 103
		SP:Iteration 18Q (7969.440000 sec): 3 clusters
  Score: Raw -1103140.762376 + Penalty 4434.617027 = -1098706.145349
  nChanged 85
		SP:Iteration 19Q (7969.470000 sec): 3 clusters
  Score: Raw -1103174.786877 + Penalty 4434.617027 = -1098740.169850
  nChanged 98
		SP:Iteration 20F (7969.500000 sec): 3 clusters
  Score: Raw -1103214.202450 + Penalty 4434.617027 = -1098779.585423
  nChanged 106
		SP:Iteration 21Q (7969.520000 sec): 3 clusters
  Score: Raw -1103259.468708 + Penalty 4434.617027 = -1098824.851681
  nChanged 86
		SP:Iteration 22Q (7969.540000 sec): 3 clusters
  Score: Raw -1103294.851429 + Penalty 4434.617027 = -1098860.234402
  nChanged 89
		SP:Iteration 23Q (7969.570000 sec): 3 clusters
  Score: Raw -1103331.375092 + Penalty 4434.617027 = -1098896.758065
  nChanged 85
		SP:Iteration 24Q (7969.600000 sec): 3 clusters
  Score: Raw -1103366.500775 + Penalty 4434.617027 = -1098931.883748
  nChanged 81
		SP:Iteration 25Q (7969.620000 sec): 3 clusters
  Score: Raw -1103396.670695 + Penalty 4434.617027 = -1098962.053668
  nChanged 69
		SP:Iteration 26Q (7969.640000 sec): 3 clusters
  Score: Raw -1103420.046610 + Penalty 4434.617027 = -1098985.429583
  nChanged 61
		SP:Iteration 27Q (7969.670000 sec): 3 clusters
  Score: Raw -1103442.423353 + Penalty 4434.617027 = -1099007.806326
  nChanged 54
		SP:Iteration 28Q (7969.700000 sec): 3 clusters
  Score: Raw -1103460.036324 + Penalty 4434.617027 = -1099025.419297
  nChanged 42
		SP:Iteration 29Q (7969.720000 sec): 3 clusters
  Score: Raw -1103474.801634 + Penalty 4434.617027 = -1099040.184607
  nChanged 37
		SP:Iteration 30Q (7969.740000 sec): 3 clusters
  Score: Raw -1103486.171202 + Penalty 4434.617027 = -1099051.554175
  nChanged 28
		SP:Iteration 31Q (7969.770000 sec): 3 clusters
  Score: Raw -1103492.815810 + Penalty 4434.617027 = -1099058.198783
  nChanged 12
		SP:Iteration 32Q (7969.790000 sec): 3 clusters
  Score: Raw -1103495.559604 + Penalty 4434.617027 = -1099060.942577
  nChanged 9
		SP:Iteration 33Q (7969.820000 sec): 3 clusters
  Score: Raw -1103497.758296 + Penalty 4434.617027 = -1099063.141269
  nChanged 13
		SP:Iteration 34Q (7969.840000 sec): 3 clusters
  Score: Raw -1103501.135215 + Penalty 4434.617027 = -1099066.518188
  nChanged 12
		SP:Iteration 35Q (7969.870000 sec): 3 clusters
  Score: Raw -1103504.157030 + Penalty 4434.617027 = -1099069.540003
  nChanged 12
		SP:Iteration 36Q (7969.890000 sec): 3 clusters
  Score: Raw -1103507.462469 + Penalty 4434.617027 = -1099072.845442
  nChanged 12
		SP:Iteration 37Q (7969.920000 sec): 3 clusters
  Score: Raw -1103511.022460 + Penalty 4434.617027 = -1099076.405433
  nChanged 14
		SP:Iteration 38Q (7969.940000 sec): 3 clusters
  Score: Raw -1103514.929103 + Penalty 4434.617027 = -1099080.312076
  nChanged 16
		SP:Iteration 39Q (7969.960000 sec): 3 clusters
  Score: Raw -1103519.763330 + Penalty 4434.617027 = -1099085.146303
  nChanged 17
		SP:Iteration 40F (7969.990000 sec): 3 clusters
  Score: Raw -1103522.779808 + Penalty 4434.617027 = -1099088.162781
  nChanged 12
		SP:Iteration 41Q (7970.010000 sec): 3 clusters
  Score: Raw -1103525.239469 + Penalty 4434.617027 = -1099090.622442
  nChanged 11
		SP:Iteration 42Q (7970.040000 sec): 3 clusters
  Score: Raw -1103527.519509 + Penalty 4434.617027 = -1099092.902482
  nChanged 12
		SP:Iteration 43Q (7970.060000 sec): 3 clusters
  Score: Raw -1103529.667135 + Penalty 4434.617027 = -1099095.050108
  nChanged 12
		SP:Iteration 44Q (7970.090000 sec): 3 clusters
  Score: Raw -1103531.927896 + Penalty 4434.617027 = -1099097.310869
  nChanged 9
		SP:Iteration 45Q (7970.110000 sec): 3 clusters
  Score: Raw -1103533.618102 + Penalty 4434.617027 = -1099099.001075
  nChanged 8
		SP:Iteration 46Q (7970.140000 sec): 3 clusters
  Score: Raw -1103534.902322 + Penalty 4434.617027 = -1099100.285295
  nChanged 7
		SP:Iteration 47Q (7970.160000 sec): 3 clusters
  Score: Raw -1103536.522055 + Penalty 4434.617027 = -1099101.905028
  nChanged 6
		SP:Iteration 48Q (7970.180000 sec): 3 clusters
  Score: Raw -1103538.096617 + Penalty 4434.617027 = -1099103.479590
  nChanged 9
		SP:Iteration 49Q (7970.210000 sec): 3 clusters
  Score: Raw -1103539.951068 + Penalty 4434.617027 = -1099105.334041
  nChanged 7
		SP:Iteration 50Q (7970.230000 sec): 3 clusters
  Score: Raw -1103541.398994 + Penalty 4434.617027 = -1099106.781967
  nChanged 5
		SP:Iteration 51Q (7970.260000 sec): 3 clusters
  Score: Raw -1103542.686495 + Penalty 4434.617027 = -1099108.069468
  nChanged 8
		SP:Iteration 52Q (7970.280000 sec): 3 clusters
  Score: Raw -1103544.141791 + Penalty 4434.617027 = -1099109.524764
  nChanged 2
		SP:Iteration 53Q (7970.300000 sec): 3 clusters
  Score: Raw -1103544.783675 + Penalty 4434.617027 = -1099110.166648
  nChanged 4
		SP:Iteration 54Q (7970.330000 sec): 3 clusters
  Score: Raw -1103545.557964 + Penalty 4434.617027 = -1099110.940937
  nChanged 1
		SP:Iteration 55Q (7970.350000 sec): 3 clusters
  Score: Raw -1103545.688737 + Penalty 4434.617027 = -1099111.071710
  nChanged 0
		SP:Iteration 56F (7970.380000 sec): 3 clusters
  Score: Raw -1103545.688737 + Penalty 4434.617027 = -1099111.071710
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7970.480000 sec): 2 clusters
  Score: Raw -4023086.398677 + Penalty 2532.630925 = -4020553.767752
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7970.580000 sec): 3 clusters
  Score: Raw -4006898.325070 + Penalty 5065.261850 = -4001833.063220
  nChanged 12141
		SP:Iteration 1F (7970.670000 sec): 3 clusters
  Score: Raw -4013324.593281 + Penalty 5065.261850 = -4008259.331431
  nChanged 1257
		SP:Iteration 2Q (7970.770000 sec): 3 clusters
  Score: Raw -4013722.237119 + Penalty 5065.261850 = -4008656.975269
  nChanged 1121
		SP:Iteration 3Q (7970.870000 sec): 3 clusters
  Score: Raw -4014075.564604 + Penalty 5065.261850 = -4009010.302754
  nChanged 1038
		SP:Iteration 4Q (7970.970000 sec): 3 clusters
  Score: Raw -4014424.275611 + Penalty 5065.261850 = -4009359.013761
  nChanged 1007
		SP:Iteration 5Q (7971.070000 sec): 3 clusters
  Score: Raw -4014791.582882 + Penalty 5065.261850 = -4009726.321032
  nChanged 985
		SP:Iteration 6Q (7971.170000 sec): 3 clusters
  Score: Raw -4015205.110193 + Penalty 5065.261850 = -4010139.848343
  nChanged 1028
		SP:Iteration 7Q (7971.260000 sec): 3 clusters
  Score: Raw -4015710.742683 + Penalty 5065.261850 = -4010645.480833
  nChanged 1110
		SP:Iteration 8Q (7971.360000 sec): 3 clusters
  Score: Raw -4016309.699975 + Penalty 5065.261850 = -4011244.438125
  nChanged 1159
		SP:Iteration 9Q (7971.460000 sec): 3 clusters
  Score: Raw -4017022.428471 + Penalty 5065.261850 = -4011957.166621
  nChanged 1270
		SP:Iteration 10Q (7971.560000 sec): 3 clusters
  Score: Raw -4017875.352212 + Penalty 5065.261850 = -4012810.090362
  nChanged 1285
		SP:Iteration 11Q (7971.660000 sec): 3 clusters
  Score: Raw -4018731.436293 + Penalty 5065.261850 = -4013666.174443
  nChanged 1221
		SP:Iteration 12Q (7971.750000 sec): 3 clusters
  Score: Raw -4019565.418555 + Penalty 5065.261850 = -4014500.156705
  nChanged 1202
		SP:Iteration 13Q (7971.840000 sec): 3 clusters
  Score: Raw -4020405.574024 + Penalty 5065.261850 = -4015340.312174
  nChanged 1083
		SP:Iteration 14Q (7971.930000 sec): 3 clusters
  Score: Raw -4021135.077576 + Penalty 5065.261850 = -4016069.815726
  nChanged 916
		SP:Iteration 15Q (7972.020000 sec): 3 clusters
  Score: Raw -4021751.480487 + Penalty 5065.261850 = -4016686.218637
  nChanged 724
		SP:Iteration 16Q (7972.100000 sec): 3 clusters
  Score: Raw -4022209.620157 + Penalty 5065.261850 = -4017144.358307
  nChanged 554
		SP:Iteration 17Q (7972.180000 sec): 3 clusters
  Score: Raw -4022547.729038 + Penalty 5065.261850 = -4017482.467188
  nChanged 419
		SP:Iteration 18Q (7972.260000 sec): 3 clusters
  Score: Raw -4022792.862799 + Penalty 5065.261850 = -4017727.600949
  nChanged 291
		SP:Iteration 19Q (7972.340000 sec): 3 clusters
  Score: Raw -4022972.071386 + Penalty 5065.261850 = -4017906.809536
  nChanged 217
		SP:Iteration 20F (7972.440000 sec): 3 clusters
  Score: Raw -4023109.595296 + Penalty 5065.261850 = -4018044.333446
  nChanged 148
		SP:Iteration 21Q (7972.510000 sec): 3 clusters
  Score: Raw -4023191.573051 + Penalty 5065.261850 = -4018126.311201
  nChanged 100
		SP:Iteration 22Q (7972.580000 sec): 3 clusters
  Score: Raw -4023248.561414 + Penalty 5065.261850 = -4018183.299564
  nChanged 84
		SP:Iteration 23Q (7972.660000 sec): 3 clusters
  Score: Raw -4023305.011035 + Penalty 5065.261850 = -4018239.749185
  nChanged 69
		SP:Iteration 24Q (7972.730000 sec): 3 clusters
  Score: Raw -4023343.771859 + Penalty 5065.261850 = -4018278.510009
  nChanged 48
		SP:Iteration 25Q (7972.800000 sec): 3 clusters
  Score: Raw -4023368.164949 + Penalty 5065.261850 = -4018302.903099
  nChanged 39
		SP:Iteration 26Q (7972.880000 sec): 3 clusters
  Score: Raw -4023386.393147 + Penalty 5065.261850 = -4018321.131297
  nChanged 25
		SP:Iteration 27Q (7972.940000 sec): 3 clusters
  Score: Raw -4023401.492317 + Penalty 5065.261850 = -4018336.230467
  nChanged 21
		SP:Iteration 28Q (7973.020000 sec): 3 clusters
  Score: Raw -4023414.109643 + Penalty 5065.261850 = -4018348.847793
  nChanged 20
		SP:Iteration 29Q (7973.090000 sec): 3 clusters
  Score: Raw -4023425.931497 + Penalty 5065.261850 = -4018360.669647
  nChanged 25
		SP:Iteration 30Q (7973.160000 sec): 3 clusters
  Score: Raw -4023441.228873 + Penalty 5065.261850 = -4018375.967023
  nChanged 16
		SP:Iteration 31Q (7973.230000 sec): 3 clusters
  Score: Raw -4023450.595442 + Penalty 5065.261850 = -4018385.333592
  nChanged 18
		SP:Iteration 32Q (7973.300000 sec): 3 clusters
  Score: Raw -4023460.390682 + Penalty 5065.261850 = -4018395.128832
  nChanged 17
		SP:Iteration 33Q (7973.370000 sec): 3 clusters
  Score: Raw -4023470.319086 + Penalty 5065.261850 = -4018405.057236
  nChanged 10
		SP:Iteration 34Q (7973.440000 sec): 3 clusters
  Score: Raw -4023475.304474 + Penalty 5065.261850 = -4018410.042624
  nChanged 10
		SP:Iteration 35Q (7973.510000 sec): 3 clusters
  Score: Raw -4023480.347243 + Penalty 5065.261850 = -4018415.085393
  nChanged 13
		SP:Iteration 36Q (7973.580000 sec): 3 clusters
  Score: Raw -4023486.943458 + Penalty 5065.261850 = -4018421.681608
  nChanged 10
		SP:Iteration 37Q (7973.650000 sec): 3 clusters
  Score: Raw -4023493.305976 + Penalty 5065.261850 = -4018428.044126
  nChanged 12
		SP:Iteration 38Q (7973.720000 sec): 3 clusters
  Score: Raw -4023500.967359 + Penalty 5065.261850 = -4018435.705509
  nChanged 10
		SP:Iteration 39Q (7973.790000 sec): 3 clusters
  Score: Raw -4023508.038482 + Penalty 5065.261850 = -4018442.776632
  nChanged 6
		SP:Iteration 40F (7973.880000 sec): 3 clusters
  Score: Raw -4023512.157354 + Penalty 5065.261850 = -4018446.895504
  nChanged 8
		SP:Iteration 41Q (7973.960000 sec): 3 clusters
  Score: Raw -4023516.287963 + Penalty 5065.261850 = -4018451.026113
  nChanged 6
		SP:Iteration 42Q (7974.020000 sec): 3 clusters
  Score: Raw -4023519.110406 + Penalty 5065.261850 = -4018453.848556
  nChanged 5
		SP:Iteration 43Q (7974.100000 sec): 3 clusters
  Score: Raw -4023521.764549 + Penalty 5065.261850 = -4018456.502699
  nChanged 2
		SP:Iteration 44Q (7974.160000 sec): 3 clusters
  Score: Raw -4023523.302446 + Penalty 5065.261850 = -4018458.040596
  nChanged 2
		SP:Iteration 45Q (7974.240000 sec): 3 clusters
  Score: Raw -4023524.991238 + Penalty 5065.261850 = -4018459.729388
  nChanged 4
		SP:Iteration 46Q (7974.300000 sec): 3 clusters
  Score: Raw -4023527.389270 + Penalty 5065.261850 = -4018462.127421
  nChanged 4
		SP:Iteration 47Q (7974.370000 sec): 3 clusters
  Score: Raw -4023529.024770 + Penalty 5065.261850 = -4018463.762920
  nChanged 3
		SP:Iteration 48Q (7974.440000 sec): 3 clusters
  Score: Raw -4023530.357203 + Penalty 5065.261850 = -4018465.095353
  nChanged 3
		SP:Iteration 49Q (7974.510000 sec): 3 clusters
  Score: Raw -4023531.607727 + Penalty 5065.261850 = -4018466.345877
  nChanged 1
		SP:Iteration 50Q (7974.580000 sec): 3 clusters
  Score: Raw -4023531.873590 + Penalty 5065.261850 = -4018466.611740
  nChanged 1
		SP:Iteration 51Q (7974.650000 sec): 3 clusters
  Score: Raw -4023532.153489 + Penalty 5065.261850 = -4018466.891639
  nChanged 1
		SP:Iteration 52Q (7974.720000 sec): 3 clusters
  Score: Raw -4023532.977591 + Penalty 5065.261850 = -4018467.715741
  nChanged 2
		SP:Iteration 53Q (7974.800000 sec): 3 clusters
  Score: Raw -4023534.184409 + Penalty 5065.261850 = -4018468.922559
  nChanged 4
		SP:Iteration 54Q (7974.870000 sec): 3 clusters
  Score: Raw -4023536.068727 + Penalty 5065.261850 = -4018470.806877
  nChanged 4
		SP:Iteration 55Q (7974.940000 sec): 3 clusters
  Score: Raw -4023539.484230 + Penalty 5065.261850 = -4018474.222380
  nChanged 7
		SP:Iteration 56Q (7975.010000 sec): 3 clusters
  Score: Raw -4023543.481762 + Penalty 5065.261850 = -4018478.219912
  nChanged 6
		SP:Iteration 57Q (7975.080000 sec): 3 clusters
  Score: Raw -4023546.898558 + Penalty 5065.261850 = -4018481.636708
  nChanged 3
		SP:Iteration 58Q (7975.150000 sec): 3 clusters
  Score: Raw -4023548.012340 + Penalty 5065.261850 = -4018482.750490
  nChanged 1
		SP:Iteration 59Q (7975.220000 sec): 3 clusters
  Score: Raw -4023548.620302 + Penalty 5065.261850 = -4018483.358452
  nChanged 2
		SP:Iteration 60F (7975.310000 sec): 3 clusters
  Score: Raw -4023549.743051 + Penalty 5065.261850 = -4018484.481201
  nChanged 2
		SP:Iteration 61Q (7975.380000 sec): 3 clusters
  Score: Raw -4023550.715053 + Penalty 5065.261850 = -4018485.453203
  nChanged 3
		SP:Iteration 62Q (7975.440000 sec): 3 clusters
  Score: Raw -4023552.426725 + Penalty 5065.261850 = -4018487.164875
  nChanged 3
		SP:Iteration 63Q (7975.510000 sec): 3 clusters
  Score: Raw -4023553.705576 + Penalty 5065.261850 = -4018488.443726
  nChanged 1
		SP:Iteration 64Q (7975.580000 sec): 3 clusters
  Score: Raw -4023554.451912 + Penalty 5065.261850 = -4018489.190062
  nChanged 1
		SP:Iteration 65Q (7975.650000 sec): 3 clusters
  Score: Raw -4023554.964278 + Penalty 5065.261850 = -4018489.702428
  nChanged 1
		SP:Iteration 66Q (7975.710000 sec): 3 clusters
  Score: Raw -4023555.232175 + Penalty 5065.261850 = -4018489.970325
  nChanged 0
		SP:Iteration 67F (7975.810000 sec): 3 clusters
  Score: Raw -4023555.232175 + Penalty 5065.261850 = -4018489.970325
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24072 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7975.880000 sec): 2 clusters
  Score: Raw -3337372.617782 + Penalty 2502.023545 = -3334870.594236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7975.960000 sec): 3 clusters
  Score: Raw -3323204.735074 + Penalty 5004.047091 = -3318200.687984
  nChanged 10724
		SP:Iteration 1F (7976.050000 sec): 3 clusters
  Score: Raw -3329018.734431 + Penalty 5004.047091 = -3324014.687340
  nChanged 1321
		SP:Iteration 2F (7976.130000 sec): 3 clusters
  Score: Raw -3329550.962498 + Penalty 5004.047091 = -3324546.915407
  nChanged 1219
		SP:Iteration 3F (7976.210000 sec): 3 clusters
  Score: Raw -3330099.179985 + Penalty 5004.047091 = -3325095.132894
  nChanged 1255
		SP:Iteration 4F (7976.300000 sec): 3 clusters
  Score: Raw -3330719.532039 + Penalty 5004.047091 = -3325715.484948
  nChanged 1250
		SP:Iteration 5F (7976.380000 sec): 3 clusters
  Score: Raw -3331431.797902 + Penalty 5004.047091 = -3326427.750811
  nChanged 1279
		SP:Iteration 6F (7976.460000 sec): 3 clusters
  Score: Raw -3332233.763558 + Penalty 5004.047091 = -3327229.716467
  nChanged 1315
		SP:Iteration 7F (7976.550000 sec): 3 clusters
  Score: Raw -3333167.593723 + Penalty 5004.047091 = -3328163.546633
  nChanged 1320
		SP:Iteration 8F (7976.630000 sec): 3 clusters
  Score: Raw -3334200.490084 + Penalty 5004.047091 = -3329196.442994
  nChanged 1130
		SP:Iteration 9Q (7976.720000 sec): 3 clusters
  Score: Raw -3335085.994669 + Penalty 5004.047091 = -3330081.947578
  nChanged 861
		SP:Iteration 10Q (7976.800000 sec): 3 clusters
  Score: Raw -3335719.368874 + Penalty 5004.047091 = -3330715.321784
  nChanged 656
		SP:Iteration 11Q (7976.880000 sec): 3 clusters
  Score: Raw -3336217.843621 + Penalty 5004.047091 = -3331213.796530
  nChanged 547
		SP:Iteration 12Q (7976.950000 sec): 3 clusters
  Score: Raw -3336592.041134 + Penalty 5004.047091 = -3331587.994043
  nChanged 410
		SP:Iteration 13Q (7977.030000 sec): 3 clusters
  Score: Raw -3336889.597448 + Penalty 5004.047091 = -3331885.550358
  nChanged 313
		SP:Iteration 14Q (7977.100000 sec): 3 clusters
  Score: Raw -3337084.879014 + Penalty 5004.047091 = -3332080.831924
  nChanged 238
		SP:Iteration 15Q (7977.170000 sec): 3 clusters
  Score: Raw -3337259.138502 + Penalty 5004.047091 = -3332255.091412
  nChanged 194
		SP:Iteration 16Q (7977.240000 sec): 3 clusters
  Score: Raw -3337390.485442 + Penalty 5004.047091 = -3332386.438352
  nChanged 162
		SP:Iteration 17Q (7977.300000 sec): 3 clusters
  Score: Raw -3337498.645702 + Penalty 5004.047091 = -3332494.598611
  nChanged 133
		SP:Iteration 18Q (7977.370000 sec): 3 clusters
  Score: Raw -3337596.234801 + Penalty 5004.047091 = -3332592.187711
  nChanged 113
		SP:Iteration 19Q (7977.440000 sec): 3 clusters
  Score: Raw -3337663.557005 + Penalty 5004.047091 = -3332659.509914
  nChanged 84
		SP:Iteration 20F (7977.520000 sec): 3 clusters
  Score: Raw -3337713.213392 + Penalty 5004.047091 = -3332709.166301
  nChanged 77
		SP:Iteration 21Q (7977.580000 sec): 3 clusters
  Score: Raw -3337756.360676 + Penalty 5004.047091 = -3332752.313585
  nChanged 56
		SP:Iteration 22Q (7977.650000 sec): 3 clusters
  Score: Raw -3337789.152845 + Penalty 5004.047091 = -3332785.105754
  nChanged 47
		SP:Iteration 23Q (7977.710000 sec): 3 clusters
  Score: Raw -3337813.951940 + Penalty 5004.047091 = -3332809.904849
  nChanged 32
		SP:Iteration 24Q (7977.770000 sec): 3 clusters
  Score: Raw -3337828.115724 + Penalty 5004.047091 = -3332824.068633
  nChanged 16
		SP:Iteration 25Q (7977.840000 sec): 3 clusters
  Score: Raw -3337837.499775 + Penalty 5004.047091 = -3332833.452684
  nChanged 22
		SP:Iteration 26Q (7977.900000 sec): 3 clusters
  Score: Raw -3337848.315668 + Penalty 5004.047091 = -3332844.268577
  nChanged 16
		SP:Iteration 27Q (7977.960000 sec): 3 clusters
  Score: Raw -3337855.262878 + Penalty 5004.047091 = -3332851.215788
  nChanged 16
		SP:Iteration 28Q (7978.020000 sec): 3 clusters
  Score: Raw -3337859.603497 + Penalty 5004.047091 = -3332855.556406
  nChanged 9
		SP:Iteration 29Q (7978.080000 sec): 3 clusters
  Score: Raw -3337862.946643 + Penalty 5004.047091 = -3332858.899552
  nChanged 5
		SP:Iteration 30Q (7978.150000 sec): 3 clusters
  Score: Raw -3337864.772267 + Penalty 5004.047091 = -3332860.725176
  nChanged 5
		SP:Iteration 31Q (7978.210000 sec): 3 clusters
  Score: Raw -3337867.020844 + Penalty 5004.047091 = -3332862.973754
  nChanged 6
		SP:Iteration 32Q (7978.270000 sec): 3 clusters
  Score: Raw -3337869.512181 + Penalty 5004.047091 = -3332865.465090
  nChanged 5
		SP:Iteration 33Q (7978.340000 sec): 3 clusters
  Score: Raw -3337871.350160 + Penalty 5004.047091 = -3332867.303069
  nChanged 3
		SP:Iteration 34Q (7978.400000 sec): 3 clusters
  Score: Raw -3337872.243576 + Penalty 5004.047091 = -3332868.196485
  nChanged 2
		SP:Iteration 35Q (7978.460000 sec): 3 clusters
  Score: Raw -3337873.616924 + Penalty 5004.047091 = -3332869.569833
  nChanged 4
		SP:Iteration 36Q (7978.520000 sec): 3 clusters
  Score: Raw -3337875.289961 + Penalty 5004.047091 = -3332871.242870
  nChanged 5
		SP:Iteration 37Q (7978.580000 sec): 3 clusters
  Score: Raw -3337877.595258 + Penalty 5004.047091 = -3332873.548167
  nChanged 3
		SP:Iteration 38Q (7978.640000 sec): 3 clusters
  Score: Raw -3337878.255318 + Penalty 5004.047091 = -3332874.208227
  nChanged 0
		SP:Iteration 39F (7978.730000 sec): 3 clusters
  Score: Raw -3337878.255318 + Penalty 5004.047091 = -3332874.208227
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7978.750000 sec): 2 clusters
  Score: Raw -494000.591510 + Penalty 2019.015069 = -491981.576441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7978.760000 sec): 3 clusters
  Score: Raw -492512.029661 + Penalty 4038.030138 = -488473.999523
  nChanged 1211
		SP:Iteration 1F (7978.780000 sec): 3 clusters
  Score: Raw -493299.605743 + Penalty 4038.030138 = -489261.575606
  nChanged 274
		SP:Iteration 2F (7978.790000 sec): 3 clusters
  Score: Raw -493518.479536 + Penalty 4038.030138 = -489480.449399
  nChanged 186
		SP:Iteration 3F (7978.800000 sec): 3 clusters
  Score: Raw -493640.871943 + Penalty 4038.030138 = -489602.841806
  nChanged 143
		SP:Iteration 4Q (7978.810000 sec): 3 clusters
  Score: Raw -493733.089080 + Penalty 4038.030138 = -489695.058943
  nChanged 100
		SP:Iteration 5Q (7978.820000 sec): 3 clusters
  Score: Raw -493797.473230 + Penalty 4038.030138 = -489759.443092
  nChanged 85
		SP:Iteration 6Q (7978.830000 sec): 3 clusters
  Score: Raw -493852.723212 + Penalty 4038.030138 = -489814.693075
  nChanged 74
		SP:Iteration 7Q (7978.840000 sec): 3 clusters
  Score: Raw -493903.689806 + Penalty 4038.030138 = -489865.659669
  nChanged 83
		SP:Iteration 8Q (7978.860000 sec): 3 clusters
  Score: Raw -493960.757923 + Penalty 4038.030138 = -489922.727785
  nChanged 75
		SP:Iteration 9Q (7978.870000 sec): 3 clusters
  Score: Raw -494002.318045 + Penalty 4038.030138 = -489964.287908
  nChanged 67
		SP:Iteration 10Q (7978.880000 sec): 3 clusters
  Score: Raw -494043.004467 + Penalty 4038.030138 = -490004.974329
  nChanged 58
		SP:Iteration 11Q (7978.890000 sec): 3 clusters
  Score: Raw -494077.843080 + Penalty 4038.030138 = -490039.812942
  nChanged 47
		SP:Iteration 12Q (7978.900000 sec): 3 clusters
  Score: Raw -494102.577198 + Penalty 4038.030138 = -490064.547060
  nChanged 41
		SP:Iteration 13Q (7978.920000 sec): 3 clusters
  Score: Raw -494125.985037 + Penalty 4038.030138 = -490087.954900
  nChanged 39
		SP:Iteration 14Q (7978.930000 sec): 3 clusters
  Score: Raw -494153.412600 + Penalty 4038.030138 = -490115.382462
  nChanged 39
		SP:Iteration 15Q (7978.940000 sec): 3 clusters
  Score: Raw -494175.659482 + Penalty 4038.030138 = -490137.629344
  nChanged 36
		SP:Iteration 16Q (7978.950000 sec): 3 clusters
  Score: Raw -494197.514395 + Penalty 4038.030138 = -490159.484257
  nChanged 37
		SP:Iteration 17Q (7978.960000 sec): 3 clusters
  Score: Raw -494222.342804 + Penalty 4038.030138 = -490184.312666
  nChanged 34
		SP:Iteration 18Q (7978.970000 sec): 3 clusters
  Score: Raw -494244.030788 + Penalty 4038.030138 = -490206.000650
  nChanged 35
		SP:Iteration 19Q (7978.980000 sec): 3 clusters
  Score: Raw -494266.088793 + Penalty 4038.030138 = -490228.058656
  nChanged 30
		SP:Iteration 20F (7979.000000 sec): 3 clusters
  Score: Raw -494290.595627 + Penalty 4038.030138 = -490252.565489
  nChanged 27
		SP:Iteration 21Q (7979.010000 sec): 3 clusters
  Score: Raw -494306.617874 + Penalty 4038.030138 = -490268.587737
  nChanged 28
		SP:Iteration 22Q (7979.020000 sec): 3 clusters
  Score: Raw -494322.891088 + Penalty 4038.030138 = -490284.860950
  nChanged 22
		SP:Iteration 23Q (7979.030000 sec): 3 clusters
  Score: Raw -494341.537626 + Penalty 4038.030138 = -490303.507488
  nChanged 31
		SP:Iteration 24Q (7979.040000 sec): 3 clusters
  Score: Raw -494365.245871 + Penalty 4038.030138 = -490327.215734
  nChanged 38
		SP:Iteration 25Q (7979.060000 sec): 3 clusters
  Score: Raw -494393.198306 + Penalty 4038.030138 = -490355.168168
  nChanged 37
		SP:Iteration 26Q (7979.070000 sec): 3 clusters
  Score: Raw -494432.747930 + Penalty 4038.030138 = -490394.717793
  nChanged 54
		SP:Iteration 27Q (7979.080000 sec): 3 clusters
  Score: Raw -494490.495608 + Penalty 4038.030138 = -490452.465470
  nChanged 55
		SP:Iteration 28Q (7979.090000 sec): 3 clusters
  Score: Raw -494555.503098 + Penalty 4038.030138 = -490517.472960
  nChanged 67
		SP:Iteration 29Q (7979.100000 sec): 3 clusters
  Score: Raw -494630.220941 + Penalty 4038.030138 = -490592.190803
  nChanged 71
		SP:Iteration 30Q (7979.110000 sec): 3 clusters
  Score: Raw -494711.420957 + Penalty 4038.030138 = -490673.390820
  nChanged 62
		SP:Iteration 31Q (7979.120000 sec): 3 clusters
  Score: Raw -494770.947646 + Penalty 4038.030138 = -490732.917509
  nChanged 58
		SP:Iteration 32Q (7979.140000 sec): 3 clusters
  Score: Raw -494832.395004 + Penalty 4038.030138 = -490794.364866
  nChanged 64
		SP:Iteration 33Q (7979.140000 sec): 3 clusters
  Score: Raw -494907.699162 + Penalty 4038.030138 = -490869.669025
  nChanged 62
		SP:Iteration 34Q (7979.160000 sec): 3 clusters
  Score: Raw -494970.843734 + Penalty 4038.030138 = -490932.813596
  nChanged 58
		SP:Iteration 35Q (7979.170000 sec): 3 clusters
  Score: Raw -495046.809898 + Penalty 4038.030138 = -491008.779760
  nChanged 60
		SP:Iteration 36Q (7979.180000 sec): 3 clusters
  Score: Raw -495111.757056 + Penalty 4038.030138 = -491073.726919
  nChanged 53
		SP:Iteration 37Q (7979.190000 sec): 3 clusters
  Score: Raw -495170.612524 + Penalty 4038.030138 = -491132.582387
  nChanged 57
		SP:Iteration 38Q (7979.200000 sec): 3 clusters
  Score: Raw -495235.146680 + Penalty 4038.030138 = -491197.116543
  nChanged 54
		SP:Iteration 39Q (7979.210000 sec): 3 clusters
  Score: Raw -495290.329435 + Penalty 4038.030138 = -491252.299297
  nChanged 46
		SP:Iteration 40F (7979.220000 sec): 3 clusters
  Score: Raw -495331.522808 + Penalty 4038.030138 = -491293.492671
  nChanged 36
		SP:Iteration 41Q (7979.230000 sec): 3 clusters
  Score: Raw -495357.020161 + Penalty 4038.030138 = -491318.990023
  nChanged 27
		SP:Iteration 42Q (7979.240000 sec): 3 clusters
  Score: Raw -495378.693271 + Penalty 4038.030138 = -491340.663133
  nChanged 29
		SP:Iteration 43Q (7979.250000 sec): 3 clusters
  Score: Raw -495399.531162 + Penalty 4038.030138 = -491361.501025
  nChanged 24
		SP:Iteration 44Q (7979.260000 sec): 3 clusters
  Score: Raw -495418.122511 + Penalty 4038.030138 = -491380.092374
  nChanged 25
		SP:Iteration 45Q (7979.270000 sec): 3 clusters
  Score: Raw -495432.330966 + Penalty 4038.030138 = -491394.300828
  nChanged 15
		SP:Iteration 46Q (7979.280000 sec): 3 clusters
  Score: Raw -495442.464492 + Penalty 4038.030138 = -491404.434354
  nChanged 15
		SP:Iteration 47Q (7979.290000 sec): 3 clusters
  Score: Raw -495450.143356 + Penalty 4038.030138 = -491412.113219
  nChanged 9
		SP:Iteration 48Q (7979.300000 sec): 3 clusters
  Score: Raw -495455.015617 + Penalty 4038.030138 = -491416.985479
  nChanged 14
		SP:Iteration 49Q (7979.310000 sec): 3 clusters
  Score: Raw -495462.010793 + Penalty 4038.030138 = -491423.980656
  nChanged 16
		SP:Iteration 50Q (7979.320000 sec): 3 clusters
  Score: Raw -495471.198193 + Penalty 4038.030138 = -491433.168055
  nChanged 17
		SP:Iteration 51Q (7979.330000 sec): 3 clusters
  Score: Raw -495481.034828 + Penalty 4038.030138 = -491443.004691
  nChanged 15
		SP:Iteration 52Q (7979.340000 sec): 3 clusters
  Score: Raw -495488.987465 + Penalty 4038.030138 = -491450.957328
  nChanged 15
		SP:Iteration 53Q (7979.350000 sec): 3 clusters
  Score: Raw -495499.555362 + Penalty 4038.030138 = -491461.525224
  nChanged 15
		SP:Iteration 54Q (7979.360000 sec): 3 clusters
  Score: Raw -495510.290041 + Penalty 4038.030138 = -491472.259903
  nChanged 24
		SP:Iteration 55Q (7979.370000 sec): 3 clusters
  Score: Raw -495526.818153 + Penalty 4038.030138 = -491488.788016
  nChanged 23
		SP:Iteration 56Q (7979.380000 sec): 3 clusters
  Score: Raw -495541.455978 + Penalty 4038.030138 = -491503.425840
  nChanged 26
		SP:Iteration 57Q (7979.390000 sec): 3 clusters
  Score: Raw -495559.470269 + Penalty 4038.030138 = -491521.440132
  nChanged 23
		SP:Iteration 58Q (7979.400000 sec): 3 clusters
  Score: Raw -495570.937447 + Penalty 4038.030138 = -491532.907309
  nChanged 25
		SP:Iteration 59Q (7979.400000 sec): 3 clusters
  Score: Raw -495586.927040 + Penalty 4038.030138 = -491548.896902
  nChanged 23
		SP:Iteration 60F (7979.420000 sec): 3 clusters
  Score: Raw -495599.841203 + Penalty 4038.030138 = -491561.811065
  nChanged 21
		SP:Iteration 61Q (7979.430000 sec): 3 clusters
  Score: Raw -495609.467079 + Penalty 4038.030138 = -491571.436941
  nChanged 16
		SP:Iteration 62Q (7979.440000 sec): 3 clusters
  Score: Raw -495619.325031 + Penalty 4038.030138 = -491581.294894
  nChanged 20
		SP:Iteration 63Q (7979.450000 sec): 3 clusters
  Score: Raw -495631.194066 + Penalty 4038.030138 = -491593.163928
  nChanged 20
		SP:Iteration 64Q (7979.460000 sec): 3 clusters
  Score: Raw -495642.172140 + Penalty 4038.030138 = -491604.142003
  nChanged 21
		SP:Iteration 65Q (7979.470000 sec): 3 clusters
  Score: Raw -495656.761016 + Penalty 4038.030138 = -491618.730878
  nChanged 28
		SP:Iteration 66Q (7979.480000 sec): 3 clusters
  Score: Raw -495673.065733 + Penalty 4038.030138 = -491635.035595
  nChanged 13
		SP:Iteration 67Q (7979.480000 sec): 3 clusters
  Score: Raw -495678.199564 + Penalty 4038.030138 = -491640.169427
  nChanged 12
		SP:Iteration 68Q (7979.500000 sec): 3 clusters
  Score: Raw -495683.140682 + Penalty 4038.030138 = -491645.110544
  nChanged 9
		SP:Iteration 69Q (7979.500000 sec): 3 clusters
  Score: Raw -495687.099155 + Penalty 4038.030138 = -491649.069017
  nChanged 11
		SP:Iteration 70Q (7979.520000 sec): 3 clusters
  Score: Raw -495692.923712 + Penalty 4038.030138 = -491654.893574
  nChanged 7
		SP:Iteration 71Q (7979.520000 sec): 3 clusters
  Score: Raw -495695.387123 + Penalty 4038.030138 = -491657.356986
  nChanged 4
		SP:Iteration 72Q (7979.540000 sec): 3 clusters
  Score: Raw -495696.323017 + Penalty 4038.030138 = -491658.292879
  nChanged 4
		SP:Iteration 73Q (7979.540000 sec): 3 clusters
  Score: Raw -495698.653608 + Penalty 4038.030138 = -491660.623471
  nChanged 4
		SP:Iteration 74Q (7979.550000 sec): 3 clusters
  Score: Raw -495699.756626 + Penalty 4038.030138 = -491661.726489
  nChanged 2
		SP:Iteration 75Q (7979.560000 sec): 3 clusters
  Score: Raw -495700.405712 + Penalty 4038.030138 = -491662.375575
  nChanged 1
		SP:Iteration 76Q (7979.570000 sec): 3 clusters
  Score: Raw -495700.791672 + Penalty 4038.030138 = -491662.761535
  nChanged 0
		SP:Iteration 77F (7979.580000 sec): 3 clusters
  Score: Raw -495700.791672 + Penalty 4038.030138 = -491662.761535
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7979.590000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7979.590000 sec): 3 clusters
  Score: Raw -126932.008126 + Penalty 3350.283633 = -123581.724493
  nChanged 196
		SP:Iteration 1F (7979.600000 sec): 3 clusters
  Score: Raw -127170.224296 + Penalty 3350.283633 = -123819.940663
  nChanged 50
		SP:Iteration 2F (7979.600000 sec): 3 clusters
  Score: Raw -127242.146901 + Penalty 3350.283633 = -123891.863268
  nChanged 26
		SP:Iteration 3Q (7979.600000 sec): 3 clusters
  Score: Raw -127278.054173 + Penalty 3350.283633 = -123927.770540
  nChanged 16
		SP:Iteration 4Q (7979.600000 sec): 3 clusters
  Score: Raw -127299.200062 + Penalty 3350.283633 = -123948.916428
  nChanged 5
		SP:Iteration 5Q (7979.610000 sec): 3 clusters
  Score: Raw -127303.721129 + Penalty 3350.283633 = -123953.437495
  nChanged 3
		SP:Iteration 6Q (7979.610000 sec): 3 clusters
  Score: Raw -127308.869344 + Penalty 3350.283633 = -123958.585710
  nChanged 6
		SP:Iteration 7Q (7979.610000 sec): 3 clusters
  Score: Raw -127317.491199 + Penalty 3350.283633 = -123967.207566
  nChanged 3
		SP:Iteration 8Q (7979.620000 sec): 3 clusters
  Score: Raw -127324.951543 + Penalty 3350.283633 = -123974.667910
  nChanged 5
		SP:Iteration 9Q (7979.620000 sec): 3 clusters
  Score: Raw -127348.121852 + Penalty 3350.283633 = -123997.838219
  nChanged 10
		SP:Iteration 10Q (7979.620000 sec): 3 clusters
  Score: Raw -127368.544450 + Penalty 3350.283633 = -124018.260816
  nChanged 9
		SP:Iteration 11Q (7979.620000 sec): 3 clusters
  Score: Raw -127391.534365 + Penalty 3350.283633 = -124041.250732
  nChanged 11
		SP:Iteration 12Q (7979.630000 sec): 3 clusters
  Score: Raw -127409.750023 + Penalty 3350.283633 = -124059.466390
  nChanged 7
		SP:Iteration 13Q (7979.630000 sec): 3 clusters
  Score: Raw -127420.611400 + Penalty 3350.283633 = -124070.327766
  nChanged 3
		SP:Iteration 14Q (7979.630000 sec): 3 clusters
  Score: Raw -127424.359074 + Penalty 3350.283633 = -124074.075440
  nChanged 0
		SP:Iteration 15F (7979.640000 sec): 3 clusters
  Score: Raw -127424.359074 + Penalty 3350.283633 = -124074.075440
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7979.640000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7979.640000 sec): 3 clusters
  Score: Raw -33681.667464 + Penalty 2756.186719 = -30925.480745
  nChanged 29
		SP:Iteration 1F (7979.640000 sec): 3 clusters
  Score: Raw -33893.724015 + Penalty 2756.186719 = -31137.537296
  nChanged 14
		SP:Iteration 2F (7979.640000 sec): 3 clusters
  Score: Raw -33949.642454 + Penalty 2756.186719 = -31193.455736
  nChanged 6
		SP:Iteration 3Q (7979.640000 sec): 3 clusters
  Score: Raw -33990.146112 + Penalty 2756.186719 = -31233.959393
  nChanged 9
		SP:Iteration 4Q (7979.640000 sec): 3 clusters
  Score: Raw -34040.794399 + Penalty 2756.186719 = -31284.607680
  nChanged 6
		SP:Iteration 5Q (7979.640000 sec): 3 clusters
  Score: Raw -34063.077121 + Penalty 2756.186719 = -31306.890402
  nChanged 5
		SP:Iteration 6Q (7979.640000 sec): 3 clusters
  Score: Raw -34084.395105 + Penalty 2756.186719 = -31328.208387
  nChanged 3
		SP:Iteration 7Q (7979.640000 sec): 3 clusters
  Score: Raw -34100.221766 + Penalty 2756.186719 = -31344.035047
  nChanged 3
		SP:Iteration 8Q (7979.650000 sec): 3 clusters
  Score: Raw -34118.080677 + Penalty 2756.186719 = -31361.893958
  nChanged 5
		SP:Iteration 9Q (7979.650000 sec): 3 clusters
  Score: Raw -34167.136285 + Penalty 2756.186719 = -31410.949566
  nChanged 4
		SP:Iteration 10Q (7979.650000 sec): 3 clusters
  Score: Raw -34200.873541 + Penalty 2756.186719 = -31444.686822
  nChanged 1
		SP:Iteration 11Q (7979.650000 sec): 3 clusters
  Score: Raw -34203.403186 + Penalty 2756.186719 = -31447.216467
  nChanged 0
		SP:Iteration 12F (7979.650000 sec): 3 clusters
  Score: Raw -34203.403186 + Penalty 2756.186719 = -31447.216467
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13788 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7979.700000 sec): 2 clusters
  Score: Raw -2058082.362425 + Penalty 2363.825374 = -2055718.537051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7979.740000 sec): 3 clusters
  Score: Raw -2050517.711847 + Penalty 4727.650748 = -2045790.061099
  nChanged 5837
		SP:Iteration 1F (7979.790000 sec): 3 clusters
  Score: Raw -2053649.847205 + Penalty 4727.650748 = -2048922.196457
  nChanged 820
		SP:Iteration 2F (7979.840000 sec): 3 clusters
  Score: Raw -2054000.198635 + Penalty 4727.650748 = -2049272.547887
  nChanged 706
		SP:Iteration 3F (7979.880000 sec): 3 clusters
  Score: Raw -2054297.846905 + Penalty 4727.650748 = -2049570.196156
  nChanged 614
		SP:Iteration 4Q (7979.930000 sec): 3 clusters
  Score: Raw -2054563.275196 + Penalty 4727.650748 = -2049835.624448
  nChanged 583
		SP:Iteration 5Q (7979.980000 sec): 3 clusters
  Score: Raw -2054863.079662 + Penalty 4727.650748 = -2050135.428914
  nChanged 634
		SP:Iteration 6Q (7980.020000 sec): 3 clusters
  Score: Raw -2055218.932458 + Penalty 4727.650748 = -2050491.281710
  nChanged 666
		SP:Iteration 7Q (7980.070000 sec): 3 clusters
  Score: Raw -2055632.445030 + Penalty 4727.650748 = -2050904.794282
  nChanged 691
		SP:Iteration 8F (7980.110000 sec): 3 clusters
  Score: Raw -2056103.346332 + Penalty 4727.650748 = -2051375.695584
  nChanged 690
		SP:Iteration 9F (7980.160000 sec): 3 clusters
  Score: Raw -2056619.512886 + Penalty 4727.650748 = -2051891.862138
  nChanged 609
		SP:Iteration 10Q (7980.200000 sec): 3 clusters
  Score: Raw -2057112.804694 + Penalty 4727.650748 = -2052385.153946
  nChanged 482
		SP:Iteration 11Q (7980.250000 sec): 3 clusters
  Score: Raw -2057519.139396 + Penalty 4727.650748 = -2052791.488648
  nChanged 349
		SP:Iteration 12Q (7980.300000 sec): 3 clusters
  Score: Raw -2057836.661696 + Penalty 4727.650748 = -2053109.010948
  nChanged 226
		SP:Iteration 13Q (7980.340000 sec): 3 clusters
  Score: Raw -2058045.141382 + Penalty 4727.650748 = -2053317.490634
  nChanged 124
		SP:Iteration 14Q (7980.380000 sec): 3 clusters
  Score: Raw -2058160.756316 + Penalty 4727.650748 = -2053433.105568
  nChanged 69
		SP:Iteration 15Q (7980.420000 sec): 3 clusters
  Score: Raw -2058234.925396 + Penalty 4727.650748 = -2053507.274648
  nChanged 55
		SP:Iteration 16Q (7980.450000 sec): 3 clusters
  Score: Raw -2058295.361067 + Penalty 4727.650748 = -2053567.710319
  nChanged 29
		SP:Iteration 17Q (7980.490000 sec): 3 clusters
  Score: Raw -2058336.375175 + Penalty 4727.650748 = -2053608.724427
  nChanged 24
		SP:Iteration 18Q (7980.520000 sec): 3 clusters
  Score: Raw -2058359.418331 + Penalty 4727.650748 = -2053631.767583
  nChanged 13
		SP:Iteration 19Q (7980.560000 sec): 3 clusters
  Score: Raw -2058370.142804 + Penalty 4727.650748 = -2053642.492056
  nChanged 10
		SP:Iteration 20F (7980.600000 sec): 3 clusters
  Score: Raw -2058379.503224 + Penalty 4727.650748 = -2053651.852476
  nChanged 6
		SP:Iteration 21Q (7980.640000 sec): 3 clusters
  Score: Raw -2058383.464023 + Penalty 4727.650748 = -2053655.813275
  nChanged 5
		SP:Iteration 22Q (7980.680000 sec): 3 clusters
  Score: Raw -2058388.666166 + Penalty 4727.650748 = -2053661.015418
  nChanged 2
		SP:Iteration 23Q (7980.710000 sec): 3 clusters
  Score: Raw -2058390.287230 + Penalty 4727.650748 = -2053662.636482
  nChanged 1
		SP:Iteration 24Q (7980.740000 sec): 3 clusters
  Score: Raw -2058390.778407 + Penalty 4727.650748 = -2053663.127659
  nChanged 3
		SP:Iteration 25Q (7980.780000 sec): 3 clusters
  Score: Raw -2058394.105858 + Penalty 4727.650748 = -2053666.455110
  nChanged 3
		SP:Iteration 26Q (7980.820000 sec): 3 clusters
  Score: Raw -2058397.729890 + Penalty 4727.650748 = -2053670.079142
  nChanged 4
		SP:Iteration 27Q (7980.850000 sec): 3 clusters
  Score: Raw -2058404.528737 + Penalty 4727.650748 = -2053676.877989
  nChanged 4
		SP:Iteration 28Q (7980.890000 sec): 3 clusters
  Score: Raw -2058407.324447 + Penalty 4727.650748 = -2053679.673698
  nChanged 4
		SP:Iteration 29Q (7980.920000 sec): 3 clusters
  Score: Raw -2058413.386571 + Penalty 4727.650748 = -2053685.735823
  nChanged 1
		SP:Iteration 30Q (7980.960000 sec): 3 clusters
  Score: Raw -2058413.828581 + Penalty 4727.650748 = -2053686.177833
  nChanged 1
		SP:Iteration 31Q (7980.990000 sec): 3 clusters
  Score: Raw -2058414.531223 + Penalty 4727.650748 = -2053686.880474
  nChanged 0
		SP:Iteration 32F (7981.040000 sec): 3 clusters
  Score: Raw -2058414.531223 + Penalty 4727.650748 = -2053686.880474
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7981.280000 sec): 2 clusters
  Score: Raw -10201194.362927 + Penalty 2765.891272 = -10198428.471655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7981.540000 sec): 3 clusters
  Score: Raw -10156999.761627 + Penalty 5531.782545 = -10151467.979082
  nChanged 32802
		SP:Iteration 1F (7981.800000 sec): 3 clusters
  Score: Raw -10175462.629249 + Penalty 5531.782545 = -10169930.846705
  nChanged 2587
		SP:Iteration 2Q (7982.060000 sec): 3 clusters
  Score: Raw -10176123.660481 + Penalty 5531.782545 = -10170591.877936
  nChanged 2626
		SP:Iteration 3Q (7982.310000 sec): 3 clusters
  Score: Raw -10176941.918741 + Penalty 5531.782545 = -10171410.136197
  nChanged 3085
		SP:Iteration 4Q (7982.560000 sec): 3 clusters
  Score: Raw -10178104.838421 + Penalty 5531.782545 = -10172573.055877
  nChanged 3680
		SP:Iteration 5F (7982.820000 sec): 3 clusters
  Score: Raw -10179885.061797 + Penalty 5531.782545 = -10174353.279252
  nChanged 4361
		SP:Iteration 6F (7983.080000 sec): 3 clusters
  Score: Raw -10182490.198101 + Penalty 5531.782545 = -10176958.415556
  nChanged 4968
		SP:Iteration 7F (7983.330000 sec): 3 clusters
  Score: Raw -10186019.288279 + Penalty 5531.782545 = -10180487.505734
  nChanged 5201
		SP:Iteration 8F (7983.580000 sec): 3 clusters
  Score: Raw -10190222.309229 + Penalty 5531.782545 = -10184690.526684
  nChanged 4614
		SP:Iteration 9F (7983.820000 sec): 3 clusters
  Score: Raw -10194177.932705 + Penalty 5531.782545 = -10188646.150161
  nChanged 3562
		SP:Iteration 10F (7984.070000 sec): 3 clusters
  Score: Raw -10197327.785761 + Penalty 5531.782545 = -10191796.003216
  nChanged 2361
		SP:Iteration 11Q (7984.320000 sec): 3 clusters
  Score: Raw -10199472.106760 + Penalty 5531.782545 = -10193940.324215
  nChanged 1273
		SP:Iteration 12Q (7984.560000 sec): 3 clusters
  Score: Raw -10200568.794043 + Penalty 5531.782545 = -10195037.011498
  nChanged 564
		SP:Iteration 13Q (7984.760000 sec): 3 clusters
  Score: Raw -10201021.674154 + Penalty 5531.782545 = -10195489.891609
  nChanged 266
		SP:Iteration 14Q (7984.960000 sec): 3 clusters
  Score: Raw -10201244.813867 + Penalty 5531.782545 = -10195713.031323
  nChanged 147
		SP:Iteration 15Q (7985.150000 sec): 3 clusters
  Score: Raw -10201367.940779 + Penalty 5531.782545 = -10195836.158234
  nChanged 103
		SP:Iteration 16Q (7985.340000 sec): 3 clusters
  Score: Raw -10201458.425343 + Penalty 5531.782545 = -10195926.642798
  nChanged 64
		SP:Iteration 17Q (7985.520000 sec): 3 clusters
  Score: Raw -10201509.070947 + Penalty 5531.782545 = -10195977.288402
  nChanged 37
		SP:Iteration 18Q (7985.700000 sec): 3 clusters
  Score: Raw -10201537.578247 + Penalty 5531.782545 = -10196005.795703
  nChanged 31
		SP:Iteration 19Q (7985.880000 sec): 3 clusters
  Score: Raw -10201558.055150 + Penalty 5531.782545 = -10196026.272605
  nChanged 15
		SP:Iteration 20F (7986.120000 sec): 3 clusters
  Score: Raw -10201567.094540 + Penalty 5531.782545 = -10196035.311995
  nChanged 10
		SP:Iteration 21Q (7986.300000 sec): 3 clusters
  Score: Raw -10201575.634751 + Penalty 5531.782545 = -10196043.852206
  nChanged 7
		SP:Iteration 22Q (7986.490000 sec): 3 clusters
  Score: Raw -10201581.609152 + Penalty 5531.782545 = -10196049.826607
  nChanged 9
		SP:Iteration 23Q (7986.660000 sec): 3 clusters
  Score: Raw -10201590.509891 + Penalty 5531.782545 = -10196058.727347
  nChanged 10
		SP:Iteration 24Q (7986.840000 sec): 3 clusters
  Score: Raw -10201597.497149 + Penalty 5531.782545 = -10196065.714605
  nChanged 1
		SP:Iteration 25Q (7987.020000 sec): 3 clusters
  Score: Raw -10201598.796791 + Penalty 5531.782545 = -10196067.014247
  nChanged 2
		SP:Iteration 26Q (7987.200000 sec): 3 clusters
  Score: Raw -10201600.593931 + Penalty 5531.782545 = -10196068.811386
  nChanged 3
		SP:Iteration 27Q (7987.380000 sec): 3 clusters
  Score: Raw -10201602.135550 + Penalty 5531.782545 = -10196070.353006
  nChanged 2
		SP:Iteration 28Q (7987.560000 sec): 3 clusters
  Score: Raw -10201605.346746 + Penalty 5531.782545 = -10196073.564201
  nChanged 2
		SP:Iteration 29Q (7987.730000 sec): 3 clusters
  Score: Raw -10201608.136967 + Penalty 5531.782545 = -10196076.354422
  nChanged 2
		SP:Iteration 30Q (7987.910000 sec): 3 clusters
  Score: Raw -10201610.034265 + Penalty 5531.782545 = -10196078.251720
  nChanged 1
		SP:Iteration 31Q (7988.090000 sec): 3 clusters
  Score: Raw -10201610.384964 + Penalty 5531.782545 = -10196078.602419
  nChanged 1
		SP:Iteration 32Q (7988.280000 sec): 3 clusters
  Score: Raw -10201611.102427 + Penalty 5531.782545 = -10196079.319882
  nChanged 2
		SP:Iteration 33Q (7988.450000 sec): 3 clusters
  Score: Raw -10201611.743937 + Penalty 5531.782545 = -10196079.961392
  nChanged 1
		SP:Iteration 34Q (7988.630000 sec): 3 clusters
  Score: Raw -10201612.011507 + Penalty 5531.782545 = -10196080.228962
  nChanged 0
		SP:Iteration 35F (7988.880000 sec): 3 clusters
  Score: Raw -10201612.011507 + Penalty 5531.782545 = -10196080.228962
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7988.920000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7988.930000 sec): 3 clusters
  Score: Raw -385273.985994 + Penalty 3923.652944 = -381350.333050
  nChanged 919
		SP:Iteration 1F (7988.940000 sec): 3 clusters
  Score: Raw -385847.332885 + Penalty 3923.652944 = -381923.679942
  nChanged 176
		SP:Iteration 2F (7988.940000 sec): 3 clusters
  Score: Raw -385963.051473 + Penalty 3923.652944 = -382039.398530
  nChanged 102
		SP:Iteration 3Q (7988.950000 sec): 3 clusters
  Score: Raw -386034.182361 + Penalty 3923.652944 = -382110.529417
  nChanged 71
		SP:Iteration 4Q (7988.960000 sec): 3 clusters
  Score: Raw -386083.912087 + Penalty 3923.652944 = -382160.259143
  nChanged 56
		SP:Iteration 5Q (7988.970000 sec): 3 clusters
  Score: Raw -386109.545980 + Penalty 3923.652944 = -382185.893036
  nChanged 30
		SP:Iteration 6Q (7988.980000 sec): 3 clusters
  Score: Raw -386127.050091 + Penalty 3923.652944 = -382203.397147
  nChanged 31
		SP:Iteration 7Q (7988.990000 sec): 3 clusters
  Score: Raw -386142.066127 + Penalty 3923.652944 = -382218.413184
  nChanged 32
		SP:Iteration 8Q (7989.000000 sec): 3 clusters
  Score: Raw -386162.342609 + Penalty 3923.652944 = -382238.689666
  nChanged 33
		SP:Iteration 9Q (7989.010000 sec): 3 clusters
  Score: Raw -386180.653058 + Penalty 3923.652944 = -382257.000115
  nChanged 24
		SP:Iteration 10Q (7989.020000 sec): 3 clusters
  Score: Raw -386192.968529 + Penalty 3923.652944 = -382269.315586
  nChanged 24
		SP:Iteration 11Q (7989.030000 sec): 3 clusters
  Score: Raw -386208.143214 + Penalty 3923.652944 = -382284.490270
  nChanged 19
		SP:Iteration 12Q (7989.040000 sec): 3 clusters
  Score: Raw -386217.759332 + Penalty 3923.652944 = -382294.106389
  nChanged 17
		SP:Iteration 13Q (7989.050000 sec): 3 clusters
  Score: Raw -386226.629595 + Penalty 3923.652944 = -382302.976651
  nChanged 16
		SP:Iteration 14Q (7989.060000 sec): 3 clusters
  Score: Raw -386235.253919 + Penalty 3923.652944 = -382311.600975
  nChanged 18
		SP:Iteration 15Q (7989.060000 sec): 3 clusters
  Score: Raw -386245.778859 + Penalty 3923.652944 = -382322.125916
  nChanged 20
		SP:Iteration 16Q (7989.070000 sec): 3 clusters
  Score: Raw -386256.302266 + Penalty 3923.652944 = -382332.649323
  nChanged 10
		SP:Iteration 17Q (7989.080000 sec): 3 clusters
  Score: Raw -386262.480460 + Penalty 3923.652944 = -382338.827517
  nChanged 10
		SP:Iteration 18Q (7989.090000 sec): 3 clusters
  Score: Raw -386266.437475 + Penalty 3923.652944 = -382342.784531
  nChanged 8
		SP:Iteration 19Q (7989.100000 sec): 3 clusters
  Score: Raw -386270.150864 + Penalty 3923.652944 = -382346.497920
  nChanged 4
		SP:Iteration 20F (7989.110000 sec): 3 clusters
  Score: Raw -386271.182298 + Penalty 3923.652944 = -382347.529355
  nChanged 5
		SP:Iteration 21Q (7989.120000 sec): 3 clusters
  Score: Raw -386273.461961 + Penalty 3923.652944 = -382349.809017
  nChanged 6
		SP:Iteration 22Q (7989.130000 sec): 3 clusters
  Score: Raw -386275.802899 + Penalty 3923.652944 = -382352.149956
  nChanged 6
		SP:Iteration 23Q (7989.140000 sec): 3 clusters
  Score: Raw -386279.808703 + Penalty 3923.652944 = -382356.155760
  nChanged 6
		SP:Iteration 24Q (7989.150000 sec): 3 clusters
  Score: Raw -386282.812719 + Penalty 3923.652944 = -382359.159775
  nChanged 8
		SP:Iteration 25Q (7989.160000 sec): 3 clusters
  Score: Raw -386287.114139 + Penalty 3923.652944 = -382363.461196
  nChanged 8
		SP:Iteration 26Q (7989.160000 sec): 3 clusters
  Score: Raw -386290.699950 + Penalty 3923.652944 = -382367.047007
  nChanged 6
		SP:Iteration 27Q (7989.180000 sec): 3 clusters
  Score: Raw -386293.151072 + Penalty 3923.652944 = -382369.498129
  nChanged 7
		SP:Iteration 28Q (7989.180000 sec): 3 clusters
  Score: Raw -386297.160893 + Penalty 3923.652944 = -382373.507949
  nChanged 12
		SP:Iteration 29Q (7989.190000 sec): 3 clusters
  Score: Raw -386305.773462 + Penalty 3923.652944 = -382382.120519
  nChanged 11
		SP:Iteration 30Q (7989.200000 sec): 3 clusters
  Score: Raw -386312.855621 + Penalty 3923.652944 = -382389.202677
  nChanged 11
		SP:Iteration 31Q (7989.210000 sec): 3 clusters
  Score: Raw -386319.542888 + Penalty 3923.652944 = -382395.889944
  nChanged 12
		SP:Iteration 32Q (7989.220000 sec): 3 clusters
  Score: Raw -386326.795795 + Penalty 3923.652944 = -382403.142851
  nChanged 7
		SP:Iteration 33Q (7989.230000 sec): 3 clusters
  Score: Raw -386330.148800 + Penalty 3923.652944 = -382406.495856
  nChanged 5
		SP:Iteration 34Q (7989.240000 sec): 3 clusters
  Score: Raw -386333.451203 + Penalty 3923.652944 = -382409.798259
  nChanged 7
		SP:Iteration 35Q (7989.250000 sec): 3 clusters
  Score: Raw -386338.006086 + Penalty 3923.652944 = -382414.353142
  nChanged 6
		SP:Iteration 36Q (7989.260000 sec): 3 clusters
  Score: Raw -386339.737924 + Penalty 3923.652944 = -382416.084980
  nChanged 0
		SP:Iteration 37F (7989.260000 sec): 3 clusters
  Score: Raw -386339.737924 + Penalty 3923.652944 = -382416.084980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7989.270000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7989.280000 sec): 3 clusters
  Score: Raw -168814.713196 + Penalty 3494.272938 = -165320.440258
  nChanged 314
		SP:Iteration 1F (7989.280000 sec): 3 clusters
  Score: Raw -169137.198231 + Penalty 3494.272938 = -165642.925292
  nChanged 76
		SP:Iteration 2F (7989.280000 sec): 3 clusters
  Score: Raw -169225.045796 + Penalty 3494.272938 = -165730.772858
  nChanged 33
		SP:Iteration 3Q (7989.290000 sec): 3 clusters
  Score: Raw -169261.155565 + Penalty 3494.272938 = -165766.882627
  nChanged 19
		SP:Iteration 4Q (7989.290000 sec): 3 clusters
  Score: Raw -169284.663245 + Penalty 3494.272938 = -165790.390307
  nChanged 10
		SP:Iteration 5Q (7989.290000 sec): 3 clusters
  Score: Raw -169298.966679 + Penalty 3494.272938 = -165804.693741
  nChanged 13
		SP:Iteration 6Q (7989.300000 sec): 3 clusters
  Score: Raw -169314.941428 + Penalty 3494.272938 = -165820.668490
  nChanged 3
		SP:Iteration 7Q (7989.300000 sec): 3 clusters
  Score: Raw -169317.233273 + Penalty 3494.272938 = -165822.960335
  nChanged 1
		SP:Iteration 8Q (7989.300000 sec): 3 clusters
  Score: Raw -169318.104373 + Penalty 3494.272938 = -165823.831435
  nChanged 1
		SP:Iteration 9Q (7989.310000 sec): 3 clusters
  Score: Raw -169319.085341 + Penalty 3494.272938 = -165824.812403
  nChanged 3
		SP:Iteration 10Q (7989.310000 sec): 3 clusters
  Score: Raw -169322.218925 + Penalty 3494.272938 = -165827.945987
  nChanged 3
		SP:Iteration 11Q (7989.320000 sec): 3 clusters
  Score: Raw -169325.641208 + Penalty 3494.272938 = -165831.368270
  nChanged 1
		SP:Iteration 12Q (7989.320000 sec): 3 clusters
  Score: Raw -169326.239958 + Penalty 3494.272938 = -165831.967020
  nChanged 1
		SP:Iteration 13Q (7989.320000 sec): 3 clusters
  Score: Raw -169327.132636 + Penalty 3494.272938 = -165832.859698
  nChanged 1
		SP:Iteration 14Q (7989.330000 sec): 3 clusters
  Score: Raw -169328.058997 + Penalty 3494.272938 = -165833.786059
  nChanged 2
		SP:Iteration 15Q (7989.330000 sec): 3 clusters
  Score: Raw -169330.560320 + Penalty 3494.272938 = -165836.287382
  nChanged 2
		SP:Iteration 16Q (7989.340000 sec): 3 clusters
  Score: Raw -169332.690646 + Penalty 3494.272938 = -165838.417707
  nChanged 1
		SP:Iteration 17Q (7989.340000 sec): 3 clusters
  Score: Raw -169333.315918 + Penalty 3494.272938 = -165839.042980
  nChanged 0
		SP:Iteration 18F (7989.340000 sec): 3 clusters
  Score: Raw -169333.315918 + Penalty 3494.272938 = -165839.042980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7989.350000 sec): 2 clusters
  Score: Raw -257203.131277 + Penalty 1864.614590 = -255338.516687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7989.360000 sec): 3 clusters
  Score: Raw -256694.228034 + Penalty 3729.229180 = -252964.998855
  nChanged 622
		SP:Iteration 1F (7989.360000 sec): 3 clusters
  Score: Raw -257621.444510 + Penalty 3729.229180 = -253892.215330
  nChanged 236
		SP:Iteration 2F (7989.370000 sec): 3 clusters
  Score: Raw -258143.303788 + Penalty 3729.229180 = -254414.074609
  nChanged 167
		SP:Iteration 3F (7989.380000 sec): 3 clusters
  Score: Raw -258445.445594 + Penalty 3729.229180 = -254716.216415
  nChanged 107
		SP:Iteration 4F (7989.380000 sec): 3 clusters
  Score: Raw -258610.158495 + Penalty 3729.229180 = -254880.929316
  nChanged 73
		SP:Iteration 5Q (7989.390000 sec): 3 clusters
  Score: Raw -258721.770502 + Penalty 3729.229180 = -254992.541323
  nChanged 38
		SP:Iteration 6Q (7989.390000 sec): 3 clusters
  Score: Raw -258787.300336 + Penalty 3729.229180 = -255058.071157
  nChanged 28
		SP:Iteration 7Q (7989.400000 sec): 3 clusters
  Score: Raw -258838.499784 + Penalty 3729.229180 = -255109.270605
  nChanged 15
		SP:Iteration 8Q (7989.400000 sec): 3 clusters
  Score: Raw -258865.658867 + Penalty 3729.229180 = -255136.429688
  nChanged 15
		SP:Iteration 9Q (7989.410000 sec): 3 clusters
  Score: Raw -258887.348466 + Penalty 3729.229180 = -255158.119287
  nChanged 9
		SP:Iteration 10Q (7989.420000 sec): 3 clusters
  Score: Raw -258895.786035 + Penalty 3729.229180 = -255166.556856
  nChanged 5
		SP:Iteration 11Q (7989.420000 sec): 3 clusters
  Score: Raw -258901.921112 + Penalty 3729.229180 = -255172.691932
  nChanged 4
		SP:Iteration 12Q (7989.430000 sec): 3 clusters
  Score: Raw -258904.558100 + Penalty 3729.229180 = -255175.328921
  nChanged 3
		SP:Iteration 13Q (7989.430000 sec): 3 clusters
  Score: Raw -258909.016185 + Penalty 3729.229180 = -255179.787006
  nChanged 3
		SP:Iteration 14Q (7989.440000 sec): 3 clusters
  Score: Raw -258910.669789 + Penalty 3729.229180 = -255181.440610
  nChanged 1
		SP:Iteration 15Q (7989.440000 sec): 3 clusters
  Score: Raw -258911.485793 + Penalty 3729.229180 = -255182.256613
  nChanged 0
		SP:Iteration 16F (7989.450000 sec): 3 clusters
  Score: Raw -258911.485793 + Penalty 3729.229180 = -255182.256613
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10876 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7989.480000 sec): 2 clusters
  Score: Raw -1661921.867796 + Penalty 2304.989824 = -1659616.877973
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7989.520000 sec): 3 clusters
  Score: Raw -1655923.550001 + Penalty 4609.979648 = -1651313.570353
  nChanged 4579
		SP:Iteration 1F (7989.560000 sec): 3 clusters
  Score: Raw -1658317.625542 + Penalty 4609.979648 = -1653707.645894
  nChanged 691
		SP:Iteration 2F (7989.600000 sec): 3 clusters
  Score: Raw -1658587.145613 + Penalty 4609.979648 = -1653977.165965
  nChanged 481
		SP:Iteration 3Q (7989.640000 sec): 3 clusters
  Score: Raw -1658764.647978 + Penalty 4609.979648 = -1654154.668331
  nChanged 378
		SP:Iteration 4Q (7989.680000 sec): 3 clusters
  Score: Raw -1658908.498848 + Penalty 4609.979648 = -1654298.519200
  nChanged 322
		SP:Iteration 5Q (7989.720000 sec): 3 clusters
  Score: Raw -1659028.802603 + Penalty 4609.979648 = -1654418.822955
  nChanged 289
		SP:Iteration 6Q (7989.750000 sec): 3 clusters
  Score: Raw -1659152.827409 + Penalty 4609.979648 = -1654542.847762
  nChanged 292
		SP:Iteration 7Q (7989.790000 sec): 3 clusters
  Score: Raw -1659288.811065 + Penalty 4609.979648 = -1654678.831418
  nChanged 332
		SP:Iteration 8Q (7989.830000 sec): 3 clusters
  Score: Raw -1659430.351067 + Penalty 4609.979648 = -1654820.371419
  nChanged 326
		SP:Iteration 9Q (7989.870000 sec): 3 clusters
  Score: Raw -1659576.750564 + Penalty 4609.979648 = -1654966.770916
  nChanged 321
		SP:Iteration 10Q (7989.900000 sec): 3 clusters
  Score: Raw -1659732.396567 + Penalty 4609.979648 = -1655122.416919
  nChanged 314
		SP:Iteration 11Q (7989.940000 sec): 3 clusters
  Score: Raw -1659883.401700 + Penalty 4609.979648 = -1655273.422053
  nChanged 310
		SP:Iteration 12Q (7989.980000 sec): 3 clusters
  Score: Raw -1660028.880508 + Penalty 4609.979648 = -1655418.900861
  nChanged 329
		SP:Iteration 13Q (7990.010000 sec): 3 clusters
  Score: Raw -1660196.825528 + Penalty 4609.979648 = -1655586.845880
  nChanged 329
		SP:Iteration 14Q (7990.050000 sec): 3 clusters
  Score: Raw -1660371.300107 + Penalty 4609.979648 = -1655761.320459
  nChanged 340
		SP:Iteration 15Q (7990.090000 sec): 3 clusters
  Score: Raw -1660565.127143 + Penalty 4609.979648 = -1655955.147495
  nChanged 345
		SP:Iteration 16Q (7990.120000 sec): 3 clusters
  Score: Raw -1660786.267180 + Penalty 4609.979648 = -1656176.287532
  nChanged 345
		SP:Iteration 17Q (7990.160000 sec): 3 clusters
  Score: Raw -1661011.739431 + Penalty 4609.979648 = -1656401.759783
  nChanged 311
		SP:Iteration 18Q (7990.190000 sec): 3 clusters
  Score: Raw -1661230.490860 + Penalty 4609.979648 = -1656620.511212
  nChanged 294
		SP:Iteration 19Q (7990.230000 sec): 3 clusters
  Score: Raw -1661437.184403 + Penalty 4609.979648 = -1656827.204755
  nChanged 258
		SP:Iteration 20F (7990.260000 sec): 3 clusters
  Score: Raw -1661631.219221 + Penalty 4609.979648 = -1657021.239574
  nChanged 212
		SP:Iteration 21Q (7990.290000 sec): 3 clusters
  Score: Raw -1661778.049978 + Penalty 4609.979648 = -1657168.070330
  nChanged 146
		SP:Iteration 22Q (7990.330000 sec): 3 clusters
  Score: Raw -1661881.444586 + Penalty 4609.979648 = -1657271.464938
  nChanged 98
		SP:Iteration 23Q (7990.350000 sec): 3 clusters
  Score: Raw -1661946.457022 + Penalty 4609.979648 = -1657336.477375
  nChanged 77
		SP:Iteration 24Q (7990.390000 sec): 3 clusters
  Score: Raw -1662000.028310 + Penalty 4609.979648 = -1657390.048662
  nChanged 64
		SP:Iteration 25Q (7990.410000 sec): 3 clusters
  Score: Raw -1662048.126255 + Penalty 4609.979648 = -1657438.146607
  nChanged 48
		SP:Iteration 26Q (7990.440000 sec): 3 clusters
  Score: Raw -1662083.371688 + Penalty 4609.979648 = -1657473.392041
  nChanged 38
		SP:Iteration 27Q (7990.470000 sec): 3 clusters
  Score: Raw -1662113.592336 + Penalty 4609.979648 = -1657503.612689
  nChanged 38
		SP:Iteration 28Q (7990.500000 sec): 3 clusters
  Score: Raw -1662142.958036 + Penalty 4609.979648 = -1657532.978389
  nChanged 34
		SP:Iteration 29Q (7990.530000 sec): 3 clusters
  Score: Raw -1662172.273522 + Penalty 4609.979648 = -1657562.293874
  nChanged 32
		SP:Iteration 30Q (7990.550000 sec): 3 clusters
  Score: Raw -1662194.432449 + Penalty 4609.979648 = -1657584.452801
  nChanged 22
		SP:Iteration 31Q (7990.580000 sec): 3 clusters
  Score: Raw -1662212.362822 + Penalty 4609.979648 = -1657602.383174
  nChanged 18
		SP:Iteration 32Q (7990.610000 sec): 3 clusters
  Score: Raw -1662228.385526 + Penalty 4609.979648 = -1657618.405878
  nChanged 12
		SP:Iteration 33Q (7990.640000 sec): 3 clusters
  Score: Raw -1662236.214801 + Penalty 4609.979648 = -1657626.235153
  nChanged 6
		SP:Iteration 34Q (7990.670000 sec): 3 clusters
  Score: Raw -1662240.118811 + Penalty 4609.979648 = -1657630.139163
  nChanged 7
		SP:Iteration 35Q (7990.690000 sec): 3 clusters
  Score: Raw -1662246.241401 + Penalty 4609.979648 = -1657636.261754
  nChanged 5
		SP:Iteration 36Q (7990.720000 sec): 3 clusters
  Score: Raw -1662249.639084 + Penalty 4609.979648 = -1657639.659436
  nChanged 4
		SP:Iteration 37Q (7990.750000 sec): 3 clusters
  Score: Raw -1662251.551390 + Penalty 4609.979648 = -1657641.571742
  nChanged 2
		SP:Iteration 38Q (7990.770000 sec): 3 clusters
  Score: Raw -1662252.459603 + Penalty 4609.979648 = -1657642.479956
  nChanged 0
		SP:Iteration 39F (7990.810000 sec): 3 clusters
  Score: Raw -1662252.459603 + Penalty 4609.979648 = -1657642.479956
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7990.850000 sec): 2 clusters
  Score: Raw -1984739.000685 + Penalty 2369.497749 = -1982369.502936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7990.900000 sec): 3 clusters
  Score: Raw -1976818.362714 + Penalty 4738.995498 = -1972079.367216
  nChanged 6020
		SP:Iteration 1F (7990.950000 sec): 3 clusters
  Score: Raw -1979949.235580 + Penalty 4738.995498 = -1975210.240082
  nChanged 810
		SP:Iteration 2F (7991.000000 sec): 3 clusters
  Score: Raw -1980310.222713 + Penalty 4738.995498 = -1975571.227215
  nChanged 745
		SP:Iteration 3F (7991.050000 sec): 3 clusters
  Score: Raw -1980653.142993 + Penalty 4738.995498 = -1975914.147495
  nChanged 684
		SP:Iteration 4Q (7991.090000 sec): 3 clusters
  Score: Raw -1980967.958828 + Penalty 4738.995498 = -1976228.963330
  nChanged 628
		SP:Iteration 5Q (7991.140000 sec): 3 clusters
  Score: Raw -1981252.462712 + Penalty 4738.995498 = -1976513.467214
  nChanged 590
		SP:Iteration 6Q (7991.190000 sec): 3 clusters
  Score: Raw -1981547.591878 + Penalty 4738.995498 = -1976808.596380
  nChanged 587
		SP:Iteration 7Q (7991.240000 sec): 3 clusters
  Score: Raw -1981855.075512 + Penalty 4738.995498 = -1977116.080014
  nChanged 584
		SP:Iteration 8Q (7991.290000 sec): 3 clusters
  Score: Raw -1982169.352336 + Penalty 4738.995498 = -1977430.356838
  nChanged 575
		SP:Iteration 9Q (7991.340000 sec): 3 clusters
  Score: Raw -1982487.870707 + Penalty 4738.995498 = -1977748.875209
  nChanged 556
		SP:Iteration 10Q (7991.390000 sec): 3 clusters
  Score: Raw -1982789.190842 + Penalty 4738.995498 = -1978050.195344
  nChanged 475
		SP:Iteration 11Q (7991.430000 sec): 3 clusters
  Score: Raw -1983037.077846 + Penalty 4738.995498 = -1978298.082348
  nChanged 451
		SP:Iteration 12Q (7991.480000 sec): 3 clusters
  Score: Raw -1983284.792854 + Penalty 4738.995498 = -1978545.797356
  nChanged 405
		SP:Iteration 13Q (7991.530000 sec): 3 clusters
  Score: Raw -1983501.606355 + Penalty 4738.995498 = -1978762.610857
  nChanged 400
		SP:Iteration 14Q (7991.570000 sec): 3 clusters
  Score: Raw -1983761.452231 + Penalty 4738.995498 = -1979022.456733
  nChanged 371
		SP:Iteration 15Q (7991.620000 sec): 3 clusters
  Score: Raw -1983995.699535 + Penalty 4738.995498 = -1979256.704037
  nChanged 305
		SP:Iteration 16Q (7991.660000 sec): 3 clusters
  Score: Raw -1984190.500228 + Penalty 4738.995498 = -1979451.504730
  nChanged 252
		SP:Iteration 17Q (7991.710000 sec): 3 clusters
  Score: Raw -1984323.169831 + Penalty 4738.995498 = -1979584.174333
  nChanged 195
		SP:Iteration 18Q (7991.750000 sec): 3 clusters
  Score: Raw -1984441.306467 + Penalty 4738.995498 = -1979702.310969
  nChanged 163
		SP:Iteration 19Q (7991.790000 sec): 3 clusters
  Score: Raw -1984539.150060 + Penalty 4738.995498 = -1979800.154562
  nChanged 156
		SP:Iteration 20F (7991.840000 sec): 3 clusters
  Score: Raw -1984619.958313 + Penalty 4738.995498 = -1979880.962816
  nChanged 125
		SP:Iteration 21Q (7991.880000 sec): 3 clusters
  Score: Raw -1984688.714075 + Penalty 4738.995498 = -1979949.718577
  nChanged 121
		SP:Iteration 22Q (7991.920000 sec): 3 clusters
  Score: Raw -1984747.525684 + Penalty 4738.995498 = -1980008.530186
  nChanged 90
		SP:Iteration 23Q (7991.960000 sec): 3 clusters
  Score: Raw -1984787.109755 + Penalty 4738.995498 = -1980048.114257
  nChanged 73
		SP:Iteration 24Q (7992.000000 sec): 3 clusters
  Score: Raw -1984821.523277 + Penalty 4738.995498 = -1980082.527779
  nChanged 71
		SP:Iteration 25Q (7992.040000 sec): 3 clusters
  Score: Raw -1984851.764854 + Penalty 4738.995498 = -1980112.769356
  nChanged 68
		SP:Iteration 26Q (7992.080000 sec): 3 clusters
  Score: Raw -1984881.935756 + Penalty 4738.995498 = -1980142.940258
  nChanged 56
		SP:Iteration 27Q (7992.120000 sec): 3 clusters
  Score: Raw -1984903.630187 + Penalty 4738.995498 = -1980164.634689
  nChanged 43
		SP:Iteration 28Q (7992.150000 sec): 3 clusters
  Score: Raw -1984919.327375 + Penalty 4738.995498 = -1980180.331877
  nChanged 39
		SP:Iteration 29Q (7992.190000 sec): 3 clusters
  Score: Raw -1984931.833638 + Penalty 4738.995498 = -1980192.838140
  nChanged 28
		SP:Iteration 30Q (7992.230000 sec): 3 clusters
  Score: Raw -1984941.594662 + Penalty 4738.995498 = -1980202.599165
  nChanged 29
		SP:Iteration 31Q (7992.270000 sec): 3 clusters
  Score: Raw -1984950.825290 + Penalty 4738.995498 = -1980211.829792
  nChanged 37
		SP:Iteration 32Q (7992.310000 sec): 3 clusters
  Score: Raw -1984963.376261 + Penalty 4738.995498 = -1980224.380763
  nChanged 35
		SP:Iteration 33Q (7992.350000 sec): 3 clusters
  Score: Raw -1984974.859845 + Penalty 4738.995498 = -1980235.864348
  nChanged 27
		SP:Iteration 34Q (7992.380000 sec): 3 clusters
  Score: Raw -1984983.818785 + Penalty 4738.995498 = -1980244.823287
  nChanged 22
		SP:Iteration 35Q (7992.420000 sec): 3 clusters
  Score: Raw -1984991.320472 + Penalty 4738.995498 = -1980252.324974
  nChanged 27
		SP:Iteration 36Q (7992.460000 sec): 3 clusters
  Score: Raw -1985000.663944 + Penalty 4738.995498 = -1980261.668446
  nChanged 22
		SP:Iteration 37Q (7992.490000 sec): 3 clusters
  Score: Raw -1985009.535445 + Penalty 4738.995498 = -1980270.539947
  nChanged 18
		SP:Iteration 38Q (7992.530000 sec): 3 clusters
  Score: Raw -1985015.741450 + Penalty 4738.995498 = -1980276.745952
  nChanged 19
		SP:Iteration 39Q (7992.570000 sec): 3 clusters
  Score: Raw -1985021.720003 + Penalty 4738.995498 = -1980282.724505
  nChanged 21
		SP:Iteration 40F (7992.620000 sec): 3 clusters
  Score: Raw -1985028.123422 + Penalty 4738.995498 = -1980289.127924
  nChanged 20
		SP:Iteration 41Q (7992.650000 sec): 3 clusters
  Score: Raw -1985035.678308 + Penalty 4738.995498 = -1980296.682810
  nChanged 18
		SP:Iteration 42Q (7992.690000 sec): 3 clusters
  Score: Raw -1985043.112082 + Penalty 4738.995498 = -1980304.116584
  nChanged 20
		SP:Iteration 43Q (7992.730000 sec): 3 clusters
  Score: Raw -1985050.227921 + Penalty 4738.995498 = -1980311.232423
  nChanged 16
		SP:Iteration 44Q (7992.770000 sec): 3 clusters
  Score: Raw -1985054.803759 + Penalty 4738.995498 = -1980315.808261
  nChanged 19
		SP:Iteration 45Q (7992.810000 sec): 3 clusters
  Score: Raw -1985060.987610 + Penalty 4738.995498 = -1980321.992112
  nChanged 17
		SP:Iteration 46Q (7992.840000 sec): 3 clusters
  Score: Raw -1985067.997670 + Penalty 4738.995498 = -1980329.002172
  nChanged 17
		SP:Iteration 47Q (7992.880000 sec): 3 clusters
  Score: Raw -1985075.022171 + Penalty 4738.995498 = -1980336.026674
  nChanged 18
		SP:Iteration 48Q (7992.910000 sec): 3 clusters
  Score: Raw -1985082.861474 + Penalty 4738.995498 = -1980343.865976
  nChanged 24
		SP:Iteration 49Q (7992.950000 sec): 3 clusters
  Score: Raw -1985091.441146 + Penalty 4738.995498 = -1980352.445648
  nChanged 22
		SP:Iteration 50Q (7992.990000 sec): 3 clusters
  Score: Raw -1985103.346866 + Penalty 4738.995498 = -1980364.351369
  nChanged 26
		SP:Iteration 51Q (7993.030000 sec): 3 clusters
  Score: Raw -1985117.284715 + Penalty 4738.995498 = -1980378.289217
  nChanged 26
		SP:Iteration 52Q (7993.070000 sec): 3 clusters
  Score: Raw -1985126.959333 + Penalty 4738.995498 = -1980387.963835
  nChanged 19
		SP:Iteration 53Q (7993.100000 sec): 3 clusters
  Score: Raw -1985135.658617 + Penalty 4738.995498 = -1980396.663120
  nChanged 16
		SP:Iteration 54Q (7993.140000 sec): 3 clusters
  Score: Raw -1985140.698954 + Penalty 4738.995498 = -1980401.703456
  nChanged 9
		SP:Iteration 55Q (7993.170000 sec): 3 clusters
  Score: Raw -1985145.810298 + Penalty 4738.995498 = -1980406.814800
  nChanged 14
		SP:Iteration 56Q (7993.210000 sec): 3 clusters
  Score: Raw -1985152.959075 + Penalty 4738.995498 = -1980413.963578
  nChanged 10
		SP:Iteration 57Q (7993.250000 sec): 3 clusters
  Score: Raw -1985156.558716 + Penalty 4738.995498 = -1980417.563218
  nChanged 8
		SP:Iteration 58Q (7993.290000 sec): 3 clusters
  Score: Raw -1985160.710870 + Penalty 4738.995498 = -1980421.715372
  nChanged 7
		SP:Iteration 59Q (7993.320000 sec): 3 clusters
  Score: Raw -1985164.425069 + Penalty 4738.995498 = -1980425.429571
  nChanged 3
		SP:Iteration 60F (7993.370000 sec): 3 clusters
  Score: Raw -1985165.609073 + Penalty 4738.995498 = -1980426.613575
  nChanged 2
		SP:Iteration 61Q (7993.410000 sec): 3 clusters
  Score: Raw -1985166.771161 + Penalty 4738.995498 = -1980427.775663
  nChanged 6
		SP:Iteration 62Q (7993.440000 sec): 3 clusters
  Score: Raw -1985169.068021 + Penalty 4738.995498 = -1980430.072523
  nChanged 4
		SP:Iteration 63Q (7993.480000 sec): 3 clusters
  Score: Raw -1985169.969602 + Penalty 4738.995498 = -1980430.974104
  nChanged 1
		SP:Iteration 64Q (7993.520000 sec): 3 clusters
  Score: Raw -1985170.150578 + Penalty 4738.995498 = -1980431.155080
  nChanged 0
		SP:Iteration 65F (7993.560000 sec): 3 clusters
  Score: Raw -1985170.150578 + Penalty 4738.995498 = -1980431.155080
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7993.570000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7993.570000 sec): 3 clusters
  Score: Raw -73222.322890 + Penalty 3074.445443 = -70147.877447
  nChanged 72
		SP:Iteration 1F (7993.580000 sec): 3 clusters
  Score: Raw -73365.413741 + Penalty 3074.445443 = -70290.968298
  nChanged 17
		SP:Iteration 2Q (7993.580000 sec): 3 clusters
  Score: Raw -73404.452581 + Penalty 3074.445443 = -70330.007138
  nChanged 6
		SP:Iteration 3Q (7993.580000 sec): 3 clusters
  Score: Raw -73416.282198 + Penalty 3074.445443 = -70341.836755
  nChanged 2
		SP:Iteration 4Q (7993.580000 sec): 3 clusters
  Score: Raw -73420.205228 + Penalty 3074.445443 = -70345.759785
  nChanged 1
		SP:Iteration 5Q (7993.580000 sec): 3 clusters
  Score: Raw -73422.969099 + Penalty 3074.445443 = -70348.523656
  nChanged 1
		SP:Iteration 6Q (7993.590000 sec): 3 clusters
  Score: Raw -73423.910940 + Penalty 3074.445443 = -70349.465496
  nChanged 0
		SP:Iteration 7F (7993.590000 sec): 3 clusters
  Score: Raw -73423.910940 + Penalty 3074.445443 = -70349.465496
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7993.590000 sec): 2 clusters
  Score: Raw -309960.698442 + Penalty 1905.712369 = -308054.986074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7993.600000 sec): 3 clusters
  Score: Raw -309089.080655 + Penalty 3811.424738 = -305277.655917
  nChanged 714
		SP:Iteration 1F (7993.610000 sec): 3 clusters
  Score: Raw -309564.465783 + Penalty 3811.424738 = -305753.041045
  nChanged 164
		SP:Iteration 2F (7993.620000 sec): 3 clusters
  Score: Raw -309703.264451 + Penalty 3811.424738 = -305891.839713
  nChanged 94
		SP:Iteration 3Q (7993.630000 sec): 3 clusters
  Score: Raw -309779.591675 + Penalty 3811.424738 = -305968.166937
  nChanged 62
		SP:Iteration 4Q (7993.630000 sec): 3 clusters
  Score: Raw -309824.301444 + Penalty 3811.424738 = -306012.876707
  nChanged 45
		SP:Iteration 5Q (7993.640000 sec): 3 clusters
  Score: Raw -309850.693693 + Penalty 3811.424738 = -306039.268956
  nChanged 25
		SP:Iteration 6Q (7993.650000 sec): 3 clusters
  Score: Raw -309869.662746 + Penalty 3811.424738 = -306058.238008
  nChanged 21
		SP:Iteration 7Q (7993.650000 sec): 3 clusters
  Score: Raw -309885.867543 + Penalty 3811.424738 = -306074.442805
  nChanged 17
		SP:Iteration 8Q (7993.660000 sec): 3 clusters
  Score: Raw -309897.897758 + Penalty 3811.424738 = -306086.473020
  nChanged 17
		SP:Iteration 9Q (7993.670000 sec): 3 clusters
  Score: Raw -309908.903093 + Penalty 3811.424738 = -306097.478355
  nChanged 17
		SP:Iteration 10Q (7993.670000 sec): 3 clusters
  Score: Raw -309920.188103 + Penalty 3811.424738 = -306108.763366
  nChanged 15
		SP:Iteration 11Q (7993.680000 sec): 3 clusters
  Score: Raw -309929.252242 + Penalty 3811.424738 = -306117.827505
  nChanged 10
		SP:Iteration 12Q (7993.690000 sec): 3 clusters
  Score: Raw -309934.180842 + Penalty 3811.424738 = -306122.756105
  nChanged 11
		SP:Iteration 13Q (7993.700000 sec): 3 clusters
  Score: Raw -309940.480869 + Penalty 3811.424738 = -306129.056131
  nChanged 6
		SP:Iteration 14Q (7993.710000 sec): 3 clusters
  Score: Raw -309944.520896 + Penalty 3811.424738 = -306133.096158
  nChanged 4
		SP:Iteration 15Q (7993.710000 sec): 3 clusters
  Score: Raw -309946.791394 + Penalty 3811.424738 = -306135.366656
  nChanged 3
		SP:Iteration 16Q (7993.720000 sec): 3 clusters
  Score: Raw -309948.262731 + Penalty 3811.424738 = -306136.837994
  nChanged 3
		SP:Iteration 17Q (7993.730000 sec): 3 clusters
  Score: Raw -309949.987537 + Penalty 3811.424738 = -306138.562800
  nChanged 3
		SP:Iteration 18Q (7993.730000 sec): 3 clusters
  Score: Raw -309952.484343 + Penalty 3811.424738 = -306141.059606
  nChanged 3
		SP:Iteration 19Q (7993.740000 sec): 3 clusters
  Score: Raw -309955.925222 + Penalty 3811.424738 = -306144.500485
  nChanged 5
		SP:Iteration 20F (7993.750000 sec): 3 clusters
  Score: Raw -309959.078814 + Penalty 3811.424738 = -306147.654076
  nChanged 6
		SP:Iteration 21Q (7993.760000 sec): 3 clusters
  Score: Raw -309961.999839 + Penalty 3811.424738 = -306150.575101
  nChanged 4
		SP:Iteration 22Q (7993.760000 sec): 3 clusters
  Score: Raw -309964.973355 + Penalty 3811.424738 = -306153.548617
  nChanged 4
		SP:Iteration 23Q (7993.770000 sec): 3 clusters
  Score: Raw -309966.367989 + Penalty 3811.424738 = -306154.943251
  nChanged 2
		SP:Iteration 24Q (7993.780000 sec): 3 clusters
  Score: Raw -309967.593634 + Penalty 3811.424738 = -306156.168896
  nChanged 0
		SP:Iteration 25F (7993.790000 sec): 3 clusters
  Score: Raw -309967.593634 + Penalty 3811.424738 = -306156.168896
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7993.890000 sec): 2 clusters
  Score: Raw -4594982.282276 + Penalty 2568.412983 = -4592413.869294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7994.000000 sec): 3 clusters
  Score: Raw -4575970.624280 + Penalty 5136.825965 = -4570833.798314
  nChanged 14370
		SP:Iteration 1F (7994.110000 sec): 3 clusters
  Score: Raw -4583830.593971 + Penalty 5136.825965 = -4578693.768006
  nChanged 1468
		SP:Iteration 2Q (7994.220000 sec): 3 clusters
  Score: Raw -4584385.938462 + Penalty 5136.825965 = -4579249.112497
  nChanged 1514
		SP:Iteration 3Q (7994.330000 sec): 3 clusters
  Score: Raw -4585120.697455 + Penalty 5136.825965 = -4579983.871489
  nChanged 1769
		SP:Iteration 4F (7994.430000 sec): 3 clusters
  Score: Raw -4586121.483572 + Penalty 5136.825965 = -4580984.657607
  nChanged 2105
		SP:Iteration 5F (7994.550000 sec): 3 clusters
  Score: Raw -4587476.856546 + Penalty 5136.825965 = -4582340.030580
  nChanged 2322
		SP:Iteration 6F (7994.650000 sec): 3 clusters
  Score: Raw -4589109.398099 + Penalty 5136.825965 = -4583972.572133
  nChanged 2285
		SP:Iteration 7F (7994.770000 sec): 3 clusters
  Score: Raw -4590849.859486 + Penalty 5136.825965 = -4585713.033520
  nChanged 1963
		SP:Iteration 8F (7994.880000 sec): 3 clusters
  Score: Raw -4592417.465453 + Penalty 5136.825965 = -4587280.639487
  nChanged 1386
		SP:Iteration 9Q (7994.990000 sec): 3 clusters
  Score: Raw -4593647.818735 + Penalty 5136.825965 = -4588510.992770
  nChanged 883
		SP:Iteration 10Q (7995.100000 sec): 3 clusters
  Score: Raw -4594855.991029 + Penalty 5136.825965 = -4589719.165063
  nChanged 483
		SP:Iteration 11Q (7995.210000 sec): 3 clusters
  Score: Raw -4595697.509354 + Penalty 5136.825965 = -4590560.683389
  nChanged 265
		SP:Iteration 12Q (7995.300000 sec): 3 clusters
  Score: Raw -4595812.468932 + Penalty 5136.825965 = -4590675.642966
  nChanged 161
		SP:Iteration 13Q (7995.380000 sec): 3 clusters
  Score: Raw -4595868.024595 + Penalty 5136.825965 = -4590731.198630
  nChanged 112
		SP:Iteration 14Q (7995.470000 sec): 3 clusters
  Score: Raw -4595898.779898 + Penalty 5136.825965 = -4590761.953933
  nChanged 83
		SP:Iteration 15Q (7995.550000 sec): 3 clusters
  Score: Raw -4595919.168815 + Penalty 5136.825965 = -4590782.342849
  nChanged 66
		SP:Iteration 16Q (7995.640000 sec): 3 clusters
  Score: Raw -4595932.446027 + Penalty 5136.825965 = -4590795.620061
  nChanged 40
		SP:Iteration 17Q (7995.720000 sec): 3 clusters
  Score: Raw -4595938.401632 + Penalty 5136.825965 = -4590801.575666
  nChanged 31
		SP:Iteration 18Q (7995.810000 sec): 3 clusters
  Score: Raw -4595944.048927 + Penalty 5136.825965 = -4590807.222962
  nChanged 26
		SP:Iteration 19Q (7995.890000 sec): 3 clusters
  Score: Raw -4595948.668365 + Penalty 5136.825965 = -4590811.842399
  nChanged 30
		SP:Iteration 20F (7996.000000 sec): 3 clusters
  Score: Raw -4595954.051673 + Penalty 5136.825965 = -4590817.225707
  nChanged 24
		SP:Iteration 21Q (7996.090000 sec): 3 clusters
  Score: Raw -4595957.968564 + Penalty 5136.825965 = -4590821.142599
  nChanged 16
		SP:Iteration 22Q (7996.170000 sec): 3 clusters
  Score: Raw -4595960.589011 + Penalty 5136.825965 = -4590823.763046
  nChanged 18
		SP:Iteration 23Q (7996.250000 sec): 3 clusters
  Score: Raw -4595964.803887 + Penalty 5136.825965 = -4590827.977921
  nChanged 24
		SP:Iteration 24Q (7996.340000 sec): 3 clusters
  Score: Raw -4595969.999212 + Penalty 5136.825965 = -4590833.173247
  nChanged 20
		SP:Iteration 25Q (7996.430000 sec): 3 clusters
  Score: Raw -4595972.780972 + Penalty 5136.825965 = -4590835.955006
  nChanged 14
		SP:Iteration 26Q (7996.510000 sec): 3 clusters
  Score: Raw -4595974.932097 + Penalty 5136.825965 = -4590838.106132
  nChanged 13
		SP:Iteration 27Q (7996.600000 sec): 3 clusters
  Score: Raw -4595977.036234 + Penalty 5136.825965 = -4590840.210268
  nChanged 15
		SP:Iteration 28Q (7996.680000 sec): 3 clusters
  Score: Raw -4595980.149098 + Penalty 5136.825965 = -4590843.323133
  nChanged 13
		SP:Iteration 29Q (7996.770000 sec): 3 clusters
  Score: Raw -4595982.579849 + Penalty 5136.825965 = -4590845.753884
  nChanged 11
		SP:Iteration 30Q (7996.850000 sec): 3 clusters
  Score: Raw -4595984.509436 + Penalty 5136.825965 = -4590847.683471
  nChanged 9
		SP:Iteration 31Q (7996.940000 sec): 3 clusters
  Score: Raw -4595985.393909 + Penalty 5136.825965 = -4590848.567943
  nChanged 6
		SP:Iteration 32Q (7997.020000 sec): 3 clusters
  Score: Raw -4595986.153621 + Penalty 5136.825965 = -4590849.327656
  nChanged 5
		SP:Iteration 33Q (7997.110000 sec): 3 clusters
  Score: Raw -4595986.655582 + Penalty 5136.825965 = -4590849.829617
  nChanged 4
		SP:Iteration 34Q (7997.190000 sec): 3 clusters
  Score: Raw -4595987.234910 + Penalty 5136.825965 = -4590850.408944
  nChanged 5
		SP:Iteration 35Q (7997.270000 sec): 3 clusters
  Score: Raw -4595987.938218 + Penalty 5136.825965 = -4590851.112252
  nChanged 5
		SP:Iteration 36Q (7997.350000 sec): 3 clusters
  Score: Raw -4595988.608660 + Penalty 5136.825965 = -4590851.782695
  nChanged 3
		SP:Iteration 37Q (7997.440000 sec): 3 clusters
  Score: Raw -4595989.018908 + Penalty 5136.825965 = -4590852.192942
  nChanged 3
		SP:Iteration 38Q (7997.520000 sec): 3 clusters
  Score: Raw -4595989.233455 + Penalty 5136.825965 = -4590852.407489
  nChanged 0
		SP:Iteration 39F (7997.630000 sec): 3 clusters
  Score: Raw -4595989.233455 + Penalty 5136.825965 = -4590852.407489
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98610 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7997.950000 sec): 2 clusters
  Score: Raw -14339891.367177 + Penalty 2851.734133 = -14337039.633044
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7998.320000 sec): 3 clusters
  Score: Raw -14276706.570424 + Penalty 5703.468266 = -14271003.102158
  nChanged 46574
		SP:Iteration 1F (7998.670000 sec): 3 clusters
  Score: Raw -14303002.363773 + Penalty 5703.468266 = -14297298.895507
  nChanged 3143
		SP:Iteration 2Q (7999.040000 sec): 3 clusters
  Score: Raw -14303731.150172 + Penalty 5703.468266 = -14298027.681906
  nChanged 3181
		SP:Iteration 3Q (7999.400000 sec): 3 clusters
  Score: Raw -14304530.984830 + Penalty 5703.468266 = -14298827.516564
  nChanged 3265
		SP:Iteration 4Q (7999.770000 sec): 3 clusters
  Score: Raw -14305462.868553 + Penalty 5703.468266 = -14299759.400287
  nChanged 3604
		SP:Iteration 5Q (8000.130000 sec): 3 clusters
  Score: Raw -14306630.842867 + Penalty 5703.468266 = -14300927.374601
  nChanged 3931
		SP:Iteration 6Q (8000.510000 sec): 3 clusters
  Score: Raw -14308164.056104 + Penalty 5703.468266 = -14302460.587838
  nChanged 4420
		SP:Iteration 7Q (8000.870000 sec): 3 clusters
  Score: Raw -14310157.710111 + Penalty 5703.468266 = -14304454.241845
  nChanged 4828
		SP:Iteration 8Q (8001.240000 sec): 3 clusters
  Score: Raw -14312761.113904 + Penalty 5703.468266 = -14307057.645638
  nChanged 5463
		SP:Iteration 9F (8001.600000 sec): 3 clusters
  Score: Raw -14316030.400703 + Penalty 5703.468266 = -14310326.932437
  nChanged 5522
		SP:Iteration 10F (8001.950000 sec): 3 clusters
  Score: Raw -14319571.301421 + Penalty 5703.468266 = -14313867.833155
  nChanged 5190
		SP:Iteration 11F (8002.310000 sec): 3 clusters
  Score: Raw -14322767.196378 + Penalty 5703.468266 = -14317063.728113
  nChanged 4344
		SP:Iteration 12Q (8002.660000 sec): 3 clusters
  Score: Raw -14324986.144215 + Penalty 5703.468266 = -14319282.675949
  nChanged 3265
		SP:Iteration 13Q (8003.010000 sec): 3 clusters
  Score: Raw -14326353.223712 + Penalty 5703.468266 = -14320649.755446
  nChanged 2544
		SP:Iteration 14Q (8003.350000 sec): 3 clusters
  Score: Raw -14327308.707449 + Penalty 5703.468266 = -14321605.239183
  nChanged 2091
		SP:Iteration 15Q (8003.680000 sec): 3 clusters
  Score: Raw -14328053.597695 + Penalty 5703.468266 = -14322350.129429
  nChanged 1925
		SP:Iteration 16Q (8004.010000 sec): 3 clusters
  Score: Raw -14328767.076561 + Penalty 5703.468266 = -14323063.608295
  nChanged 1898
		SP:Iteration 17Q (8004.340000 sec): 3 clusters
  Score: Raw -14329499.870727 + Penalty 5703.468266 = -14323796.402461
  nChanged 1965
		SP:Iteration 18Q (8004.660000 sec): 3 clusters
  Score: Raw -14330299.504340 + Penalty 5703.468266 = -14324596.036074
  nChanged 1952
		SP:Iteration 19Q (8004.980000 sec): 3 clusters
  Score: Raw -14331134.262552 + Penalty 5703.468266 = -14325430.794286
  nChanged 1931
		SP:Iteration 20F (8005.330000 sec): 3 clusters
  Score: Raw -14331979.512490 + Penalty 5703.468266 = -14326276.044224
  nChanged 1880
		SP:Iteration 21Q (8005.640000 sec): 3 clusters
  Score: Raw -14332858.939975 + Penalty 5703.468266 = -14327155.471709
  nChanged 1851
		SP:Iteration 22Q (8005.940000 sec): 3 clusters
  Score: Raw -14333794.751189 + Penalty 5703.468266 = -14328091.282923
  nChanged 1786
		SP:Iteration 23Q (8006.240000 sec): 3 clusters
  Score: Raw -14334744.431884 + Penalty 5703.468266 = -14329040.963618
  nChanged 1614
		SP:Iteration 24Q (8006.530000 sec): 3 clusters
  Score: Raw -14335646.898859 + Penalty 5703.468266 = -14329943.430594
  nChanged 1549
		SP:Iteration 25Q (8006.820000 sec): 3 clusters
  Score: Raw -14336577.848903 + Penalty 5703.468266 = -14330874.380637
  nChanged 1364
		SP:Iteration 26Q (8007.100000 sec): 3 clusters
  Score: Raw -14337419.070609 + Penalty 5703.468266 = -14331715.602343
  nChanged 1137
		SP:Iteration 27Q (8007.370000 sec): 3 clusters
  Score: Raw -14338111.948492 + Penalty 5703.468266 = -14332408.480226
  nChanged 905
		SP:Iteration 28Q (8007.640000 sec): 3 clusters
  Score: Raw -14338654.940966 + Penalty 5703.468266 = -14332951.472700
  nChanged 704
		SP:Iteration 29Q (8007.910000 sec): 3 clusters
  Score: Raw -14339093.231137 + Penalty 5703.468266 = -14333389.762871
  nChanged 532
		SP:Iteration 30Q (8008.170000 sec): 3 clusters
  Score: Raw -14339425.867531 + Penalty 5703.468266 = -14333722.399265
  nChanged 384
		SP:Iteration 31Q (8008.430000 sec): 3 clusters
  Score: Raw -14339653.741439 + Penalty 5703.468266 = -14333950.273173
  nChanged 254
		SP:Iteration 32Q (8008.680000 sec): 3 clusters
  Score: Raw -14339812.628634 + Penalty 5703.468266 = -14334109.160368
  nChanged 182
		SP:Iteration 33Q (8008.940000 sec): 3 clusters
  Score: Raw -14339929.322155 + Penalty 5703.468266 = -14334225.853889
  nChanged 125
		SP:Iteration 34Q (8009.190000 sec): 3 clusters
  Score: Raw -14340007.526537 + Penalty 5703.468266 = -14334304.058271
  nChanged 81
		SP:Iteration 35Q (8009.440000 sec): 3 clusters
  Score: Raw -14340052.500879 + Penalty 5703.468266 = -14334349.032613
  nChanged 56
		SP:Iteration 36Q (8009.690000 sec): 3 clusters
  Score: Raw -14340086.474209 + Penalty 5703.468266 = -14334383.005944
  nChanged 43
		SP:Iteration 37Q (8009.940000 sec): 3 clusters
  Score: Raw -14340120.226745 + Penalty 5703.468266 = -14334416.758479
  nChanged 46
		SP:Iteration 38Q (8010.190000 sec): 3 clusters
  Score: Raw -14340151.608592 + Penalty 5703.468266 = -14334448.140326
  nChanged 34
		SP:Iteration 39Q (8010.440000 sec): 3 clusters
  Score: Raw -14340173.739401 + Penalty 5703.468266 = -14334470.271135
  nChanged 18
		SP:Iteration 40F (8010.790000 sec): 3 clusters
  Score: Raw -14340183.680377 + Penalty 5703.468266 = -14334480.212111
  nChanged 10
		SP:Iteration 41Q (8011.040000 sec): 3 clusters
  Score: Raw -14340189.245750 + Penalty 5703.468266 = -14334485.777484
  nChanged 9
		SP:Iteration 42Q (8011.280000 sec): 3 clusters
  Score: Raw -14340194.678734 + Penalty 5703.468266 = -14334491.210468
  nChanged 6
		SP:Iteration 43Q (8011.530000 sec): 3 clusters
  Score: Raw -14340199.677363 + Penalty 5703.468266 = -14334496.209097
  nChanged 10
		SP:Iteration 44Q (8011.780000 sec): 3 clusters
  Score: Raw -14340206.876377 + Penalty 5703.468266 = -14334503.408112
  nChanged 10
		SP:Iteration 45Q (8012.040000 sec): 3 clusters
  Score: Raw -14340213.041321 + Penalty 5703.468266 = -14334509.573055
  nChanged 8
		SP:Iteration 46Q (8012.280000 sec): 3 clusters
  Score: Raw -14340218.225179 + Penalty 5703.468266 = -14334514.756914
  nChanged 5
		SP:Iteration 47Q (8012.530000 sec): 3 clusters
  Score: Raw -14340220.893891 + Penalty 5703.468266 = -14334517.425625
  nChanged 3
		SP:Iteration 48Q (8012.780000 sec): 3 clusters
  Score: Raw -14340222.689630 + Penalty 5703.468266 = -14334519.221364
  nChanged 3
		SP:Iteration 49Q (8013.030000 sec): 3 clusters
  Score: Raw -14340224.908377 + Penalty 5703.468266 = -14334521.440111
  nChanged 3
		SP:Iteration 50Q (8013.280000 sec): 3 clusters
  Score: Raw -14340227.570762 + Penalty 5703.468266 = -14334524.102496
  nChanged 2
		SP:Iteration 51Q (8013.530000 sec): 3 clusters
  Score: Raw -14340228.471555 + Penalty 5703.468266 = -14334525.003289
  nChanged 0
		SP:Iteration 52F (8013.880000 sec): 3 clusters
  Score: Raw -14340228.471555 + Penalty 5703.468266 = -14334525.003289
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8014.020000 sec): 2 clusters
  Score: Raw -5638375.688677 + Penalty 2604.440064 = -5635771.248613
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8014.140000 sec): 3 clusters
  Score: Raw -5616364.539931 + Penalty 5208.880128 = -5611155.659803
  nChanged 16468
		SP:Iteration 1F (8014.270000 sec): 3 clusters
  Score: Raw -5625527.414244 + Penalty 5208.880128 = -5620318.534116
  nChanged 1682
		SP:Iteration 2Q (8014.400000 sec): 3 clusters
  Score: Raw -5626117.834340 + Penalty 5208.880128 = -5620908.954212
  nChanged 1692
		SP:Iteration 3Q (8014.530000 sec): 3 clusters
  Score: Raw -5626795.490206 + Penalty 5208.880128 = -5621586.610078
  nChanged 1841
		SP:Iteration 4F (8014.660000 sec): 3 clusters
  Score: Raw -5627711.088987 + Penalty 5208.880128 = -5622502.208859
  nChanged 2131
		SP:Iteration 5F (8014.800000 sec): 3 clusters
  Score: Raw -5629022.063287 + Penalty 5208.880128 = -5623813.183159
  nChanged 2328
		SP:Iteration 6F (8014.930000 sec): 3 clusters
  Score: Raw -5630698.805806 + Penalty 5208.880128 = -5625489.925678
  nChanged 2407
		SP:Iteration 7F (8015.060000 sec): 3 clusters
  Score: Raw -5632651.138461 + Penalty 5208.880128 = -5627442.258333
  nChanged 2194
		SP:Iteration 8F (8015.180000 sec): 3 clusters
  Score: Raw -5634513.869651 + Penalty 5208.880128 = -5629304.989523
  nChanged 1813
		SP:Iteration 9Q (8015.310000 sec): 3 clusters
  Score: Raw -5636086.810439 + Penalty 5208.880128 = -5630877.930311
  nChanged 1278
		SP:Iteration 10Q (8015.430000 sec): 3 clusters
  Score: Raw -5637160.396735 + Penalty 5208.880128 = -5631951.516607
  nChanged 823
		SP:Iteration 11Q (8015.540000 sec): 3 clusters
  Score: Raw -5637846.690665 + Penalty 5208.880128 = -5632637.810536
  nChanged 489
		SP:Iteration 12Q (8015.640000 sec): 3 clusters
  Score: Raw -5638240.763563 + Penalty 5208.880128 = -5633031.883435
  nChanged 250
		SP:Iteration 13Q (8015.740000 sec): 3 clusters
  Score: Raw -5638446.457326 + Penalty 5208.880128 = -5633237.577198
  nChanged 144
		SP:Iteration 14Q (8015.840000 sec): 3 clusters
  Score: Raw -5638562.454772 + Penalty 5208.880128 = -5633353.574644
  nChanged 86
		SP:Iteration 15Q (8015.940000 sec): 3 clusters
  Score: Raw -5638631.159581 + Penalty 5208.880128 = -5633422.279452
  nChanged 48
		SP:Iteration 16Q (8016.040000 sec): 3 clusters
  Score: Raw -5638670.863177 + Penalty 5208.880128 = -5633461.983049
  nChanged 38
		SP:Iteration 17Q (8016.130000 sec): 3 clusters
  Score: Raw -5638697.956264 + Penalty 5208.880128 = -5633489.076136
  nChanged 19
		SP:Iteration 18Q (8016.220000 sec): 3 clusters
  Score: Raw -5638711.959669 + Penalty 5208.880128 = -5633503.079541
  nChanged 11
		SP:Iteration 19Q (8016.320000 sec): 3 clusters
  Score: Raw -5638718.916827 + Penalty 5208.880128 = -5633510.036699
  nChanged 5
		SP:Iteration 20F (8016.440000 sec): 3 clusters
  Score: Raw -5638722.171624 + Penalty 5208.880128 = -5633513.291495
  nChanged 3
		SP:Iteration 21Q (8016.530000 sec): 3 clusters
  Score: Raw -5638724.170496 + Penalty 5208.880128 = -5633515.290367
  nChanged 3
		SP:Iteration 22Q (8016.620000 sec): 3 clusters
  Score: Raw -5638725.780672 + Penalty 5208.880128 = -5633516.900544
  nChanged 0
		SP:Iteration 23F (8016.750000 sec): 3 clusters
  Score: Raw -5638725.780672 + Penalty 5208.880128 = -5633516.900544
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98667 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8017.070000 sec): 2 clusters
  Score: Raw -14575222.912612 + Penalty 2851.877444 = -14572371.035168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8017.420000 sec): 3 clusters
  Score: Raw -14511955.997204 + Penalty 5703.754888 = -14506252.242316
  nChanged 46683
		SP:Iteration 1F (8017.790000 sec): 3 clusters
  Score: Raw -14538677.845076 + Penalty 5703.754888 = -14532974.090188
  nChanged 2857
		SP:Iteration 2Q (8018.150000 sec): 3 clusters
  Score: Raw -14539244.154113 + Penalty 5703.754888 = -14533540.399225
  nChanged 2748
		SP:Iteration 3Q (8018.520000 sec): 3 clusters
  Score: Raw -14539797.829021 + Penalty 5703.754888 = -14534094.074133
  nChanged 2754
		SP:Iteration 4Q (8018.900000 sec): 3 clusters
  Score: Raw -14540381.031682 + Penalty 5703.754888 = -14534677.276794
  nChanged 2774
		SP:Iteration 5Q (8019.260000 sec): 3 clusters
  Score: Raw -14541023.962998 + Penalty 5703.754888 = -14535320.208110
  nChanged 2917
		SP:Iteration 6Q (8019.640000 sec): 3 clusters
  Score: Raw -14541769.277598 + Penalty 5703.754888 = -14536065.522710
  nChanged 3049
		SP:Iteration 7Q (8020.000000 sec): 3 clusters
  Score: Raw -14542633.070520 + Penalty 5703.754888 = -14536929.315632
  nChanged 3283
		SP:Iteration 8Q (8020.370000 sec): 3 clusters
  Score: Raw -14543701.775063 + Penalty 5703.754888 = -14537998.020175
  nChanged 3580
		SP:Iteration 9Q (8020.740000 sec): 3 clusters
  Score: Raw -14544941.711139 + Penalty 5703.754888 = -14539237.956251
  nChanged 3804
		SP:Iteration 10Q (8021.100000 sec): 3 clusters
  Score: Raw -14546419.325388 + Penalty 5703.754888 = -14540715.570500
  nChanged 4056
		SP:Iteration 11Q (8021.460000 sec): 3 clusters
  Score: Raw -14548076.265191 + Penalty 5703.754888 = -14542372.510303
  nChanged 4069
		SP:Iteration 12Q (8021.820000 sec): 3 clusters
  Score: Raw -14549827.724098 + Penalty 5703.754888 = -14544123.969209
  nChanged 4029
		SP:Iteration 13Q (8022.190000 sec): 3 clusters
  Score: Raw -14551618.291005 + Penalty 5703.754888 = -14545914.536117
  nChanged 3999
		SP:Iteration 14Q (8022.560000 sec): 3 clusters
  Score: Raw -14553487.929987 + Penalty 5703.754888 = -14547784.175099
  nChanged 4205
		SP:Iteration 15Q (8022.920000 sec): 3 clusters
  Score: Raw -14555658.251237 + Penalty 5703.754888 = -14549954.496349
  nChanged 4749
		SP:Iteration 16Q (8023.280000 sec): 3 clusters
  Score: Raw -14558336.618708 + Penalty 5703.754888 = -14552632.863820
  nChanged 5199
		SP:Iteration 17F (8023.640000 sec): 3 clusters
  Score: Raw -14561484.700020 + Penalty 5703.754888 = -14555780.945132
  nChanged 5283
		SP:Iteration 18F (8023.990000 sec): 3 clusters
  Score: Raw -14564845.608395 + Penalty 5703.754888 = -14559141.853506
  nChanged 4832
		SP:Iteration 19Q (8024.330000 sec): 3 clusters
  Score: Raw -14568028.220887 + Penalty 5703.754888 = -14562324.465999
  nChanged 4052
		SP:Iteration 20F (8024.690000 sec): 3 clusters
  Score: Raw -14570722.921720 + Penalty 5703.754888 = -14565019.166832
  nChanged 2890
		SP:Iteration 21Q (8025.000000 sec): 3 clusters
  Score: Raw -14572645.288410 + Penalty 5703.754888 = -14566941.533522
  nChanged 1914
		SP:Iteration 22Q (8025.300000 sec): 3 clusters
  Score: Raw -14573873.258087 + Penalty 5703.754888 = -14568169.503199
  nChanged 1172
		SP:Iteration 23Q (8025.590000 sec): 3 clusters
  Score: Raw -14574604.918488 + Penalty 5703.754888 = -14568901.163600
  nChanged 702
		SP:Iteration 24Q (8025.860000 sec): 3 clusters
  Score: Raw -14575034.517180 + Penalty 5703.754888 = -14569330.762292
  nChanged 404
		SP:Iteration 25Q (8026.130000 sec): 3 clusters
  Score: Raw -14575256.445792 + Penalty 5703.754888 = -14569552.690903
  nChanged 253
		SP:Iteration 26Q (8026.390000 sec): 3 clusters
  Score: Raw -14575399.012599 + Penalty 5703.754888 = -14569695.257711
  nChanged 157
		SP:Iteration 27Q (8026.650000 sec): 3 clusters
  Score: Raw -14575485.281316 + Penalty 5703.754888 = -14569781.526428
  nChanged 112
		SP:Iteration 28Q (8026.910000 sec): 3 clusters
  Score: Raw -14575545.825445 + Penalty 5703.754888 = -14569842.070557
  nChanged 85
		SP:Iteration 29Q (8027.170000 sec): 3 clusters
  Score: Raw -14575595.149068 + Penalty 5703.754888 = -14569891.394180
  nChanged 72
		SP:Iteration 30Q (8027.430000 sec): 3 clusters
  Score: Raw -14575642.449538 + Penalty 5703.754888 = -14569938.694650
  nChanged 75
		SP:Iteration 31Q (8027.690000 sec): 3 clusters
  Score: Raw -14575682.865765 + Penalty 5703.754888 = -14569979.110876
  nChanged 54
		SP:Iteration 32Q (8027.960000 sec): 3 clusters
  Score: Raw -14575712.397914 + Penalty 5703.754888 = -14570008.643026
  nChanged 39
		SP:Iteration 33Q (8028.220000 sec): 3 clusters
  Score: Raw -14575732.641001 + Penalty 5703.754888 = -14570028.886113
  nChanged 28
		SP:Iteration 34Q (8028.490000 sec): 3 clusters
  Score: Raw -14575746.462935 + Penalty 5703.754888 = -14570042.708046
  nChanged 20
		SP:Iteration 35Q (8028.760000 sec): 3 clusters
  Score: Raw -14575757.339909 + Penalty 5703.754888 = -14570053.585021
  nChanged 15
		SP:Iteration 36Q (8029.020000 sec): 3 clusters
  Score: Raw -14575765.188027 + Penalty 5703.754888 = -14570061.433139
  nChanged 21
		SP:Iteration 37Q (8029.270000 sec): 3 clusters
  Score: Raw -14575775.825982 + Penalty 5703.754888 = -14570072.071093
  nChanged 16
		SP:Iteration 38Q (8029.530000 sec): 3 clusters
  Score: Raw -14575784.224123 + Penalty 5703.754888 = -14570080.469235
  nChanged 13
		SP:Iteration 39Q (8029.790000 sec): 3 clusters
  Score: Raw -14575790.494299 + Penalty 5703.754888 = -14570086.739411
  nChanged 11
		SP:Iteration 40F (8030.140000 sec): 3 clusters
  Score: Raw -14575795.987780 + Penalty 5703.754888 = -14570092.232892
  nChanged 8
		SP:Iteration 41Q (8030.400000 sec): 3 clusters
  Score: Raw -14575799.136485 + Penalty 5703.754888 = -14570095.381596
  nChanged 5
		SP:Iteration 42Q (8030.660000 sec): 3 clusters
  Score: Raw -14575801.275288 + Penalty 5703.754888 = -14570097.520400
  nChanged 7
		SP:Iteration 43Q (8030.920000 sec): 3 clusters
  Score: Raw -14575805.667135 + Penalty 5703.754888 = -14570101.912247
  nChanged 9
		SP:Iteration 44Q (8031.170000 sec): 3 clusters
  Score: Raw -14575809.405942 + Penalty 5703.754888 = -14570105.651054
  nChanged 6
		SP:Iteration 45Q (8031.430000 sec): 3 clusters
  Score: Raw -14575812.086134 + Penalty 5703.754888 = -14570108.331246
  nChanged 3
		SP:Iteration 46Q (8031.690000 sec): 3 clusters
  Score: Raw -14575813.081983 + Penalty 5703.754888 = -14570109.327095
  nChanged 3
		SP:Iteration 47Q (8031.950000 sec): 3 clusters
  Score: Raw -14575814.508203 + Penalty 5703.754888 = -14570110.753315
  nChanged 1
		SP:Iteration 48Q (8032.200000 sec): 3 clusters
  Score: Raw -14575814.947241 + Penalty 5703.754888 = -14570111.192353
  nChanged 3
		SP:Iteration 49Q (8032.460000 sec): 3 clusters
  Score: Raw -14575816.600720 + Penalty 5703.754888 = -14570112.845832
  nChanged 3
		SP:Iteration 50Q (8032.710000 sec): 3 clusters
  Score: Raw -14575818.199945 + Penalty 5703.754888 = -14570114.445057
  nChanged 4
		SP:Iteration 51Q (8032.970000 sec): 3 clusters
  Score: Raw -14575820.149013 + Penalty 5703.754888 = -14570116.394125
  nChanged 3
		SP:Iteration 52Q (8033.220000 sec): 3 clusters
  Score: Raw -14575821.582643 + Penalty 5703.754888 = -14570117.827755
  nChanged 3
		SP:Iteration 53Q (8033.470000 sec): 3 clusters
  Score: Raw -14575823.232594 + Penalty 5703.754888 = -14570119.477706
  nChanged 2
		SP:Iteration 54Q (8033.730000 sec): 3 clusters
  Score: Raw -14575824.100324 + Penalty 5703.754888 = -14570120.345435
  nChanged 2
		SP:Iteration 55Q (8033.980000 sec): 3 clusters
  Score: Raw -14575825.076438 + Penalty 5703.754888 = -14570121.321550
  nChanged 1
		SP:Iteration 56Q (8034.230000 sec): 3 clusters
  Score: Raw -14575825.404371 + Penalty 5703.754888 = -14570121.649483
  nChanged 2
		SP:Iteration 57Q (8034.490000 sec): 3 clusters
  Score: Raw -14575826.043735 + Penalty 5703.754888 = -14570122.288847
  nChanged 0
		SP:Iteration 58F (8034.830000 sec): 3 clusters
  Score: Raw -14575826.043735 + Penalty 5703.754888 = -14570122.288847
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8034.880000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8034.880000 sec): 3 clusters
  Score: Raw -22446.630264 + Penalty 2547.356025 = -19899.274239
  nChanged 13
		SP:Iteration 1F (8034.880000 sec): 3 clusters
  Score: Raw -22534.737248 + Penalty 2547.356025 = -19987.381223
  nChanged 3
		SP:Iteration 2Q (8034.880000 sec): 3 clusters
  Score: Raw -22556.959129 + Penalty 2547.356025 = -20009.603104
  nChanged 1
		SP:Iteration 3Q (8034.880000 sec): 3 clusters
  Score: Raw -22570.676458 + Penalty 2547.356025 = -20023.320433
  nChanged 0
		SP:Iteration 4F (8034.880000 sec): 3 clusters
  Score: Raw -22570.676458 + Penalty 2547.356025 = -20023.320433
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51083 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8035.050000 sec): 2 clusters
  Score: Raw -7501759.148521 + Penalty 2688.619346 = -7499070.529175
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8035.240000 sec): 3 clusters
  Score: Raw -7469757.755476 + Penalty 5377.238692 = -7464380.516784
  nChanged 23805
		SP:Iteration 1F (8035.420000 sec): 3 clusters
  Score: Raw -7483034.296183 + Penalty 5377.238692 = -7477657.057492
  nChanged 2230
		SP:Iteration 2Q (8035.610000 sec): 3 clusters
  Score: Raw -7483722.573964 + Penalty 5377.238692 = -7478345.335272
  nChanged 2101
		SP:Iteration 3Q (8035.800000 sec): 3 clusters
  Score: Raw -7484426.731310 + Penalty 5377.238692 = -7479049.492618
  nChanged 2223
		SP:Iteration 4Q (8035.980000 sec): 3 clusters
  Score: Raw -7485343.224155 + Penalty 5377.238692 = -7479965.985463
  nChanged 2706
		SP:Iteration 5F (8036.170000 sec): 3 clusters
  Score: Raw -7486772.587673 + Penalty 5377.238692 = -7481395.348981
  nChanged 3395
		SP:Iteration 6F (8036.350000 sec): 3 clusters
  Score: Raw -7489086.077174 + Penalty 5377.238692 = -7483708.838482
  nChanged 4091
		SP:Iteration 7F (8036.530000 sec): 3 clusters
  Score: Raw -7492535.400124 + Penalty 5377.238692 = -7487158.161432
  nChanged 4059
		SP:Iteration 8F (8036.710000 sec): 3 clusters
  Score: Raw -7496380.687632 + Penalty 5377.238692 = -7491003.448940
  nChanged 3096
		SP:Iteration 9F (8036.890000 sec): 3 clusters
  Score: Raw -7499462.621935 + Penalty 5377.238692 = -7494085.383243
  nChanged 1675
		SP:Iteration 10Q (8037.060000 sec): 3 clusters
  Score: Raw -7501064.212226 + Penalty 5377.238692 = -7495686.973534
  nChanged 622
		SP:Iteration 11Q (8037.220000 sec): 3 clusters
  Score: Raw -7501639.367211 + Penalty 5377.238692 = -7496262.128519
  nChanged 233
		SP:Iteration 12Q (8037.360000 sec): 3 clusters
  Score: Raw -7501884.174950 + Penalty 5377.238692 = -7496506.936259
  nChanged 92
		SP:Iteration 13Q (8037.490000 sec): 3 clusters
  Score: Raw -7501986.975332 + Penalty 5377.238692 = -7496609.736641
  nChanged 43
		SP:Iteration 14Q (8037.630000 sec): 3 clusters
  Score: Raw -7502034.621974 + Penalty 5377.238692 = -7496657.383283
  nChanged 26
		SP:Iteration 15Q (8037.760000 sec): 3 clusters
  Score: Raw -7502064.241046 + Penalty 5377.238692 = -7496687.002354
  nChanged 20
		SP:Iteration 16Q (8037.890000 sec): 3 clusters
  Score: Raw -7502082.911114 + Penalty 5377.238692 = -7496705.672422
  nChanged 12
		SP:Iteration 17Q (8038.030000 sec): 3 clusters
  Score: Raw -7502094.994142 + Penalty 5377.238692 = -7496717.755451
  nChanged 7
		SP:Iteration 18Q (8038.150000 sec): 3 clusters
  Score: Raw -7502101.688088 + Penalty 5377.238692 = -7496724.449396
  nChanged 3
		SP:Iteration 19Q (8038.280000 sec): 3 clusters
  Score: Raw -7502106.620021 + Penalty 5377.238692 = -7496729.381330
  nChanged 4
		SP:Iteration 20F (8038.470000 sec): 3 clusters
  Score: Raw -7502109.973160 + Penalty 5377.238692 = -7496732.734468
  nChanged 4
		SP:Iteration 21Q (8038.600000 sec): 3 clusters
  Score: Raw -7502112.786855 + Penalty 5377.238692 = -7496735.548163
  nChanged 1
		SP:Iteration 22Q (8038.730000 sec): 3 clusters
  Score: Raw -7502114.329112 + Penalty 5377.238692 = -7496737.090420
  nChanged 4
		SP:Iteration 23Q (8038.860000 sec): 3 clusters
  Score: Raw -7502118.995743 + Penalty 5377.238692 = -7496741.757052
  nChanged 1
		SP:Iteration 24Q (8038.990000 sec): 3 clusters
  Score: Raw -7502119.339572 + Penalty 5377.238692 = -7496742.100880
  nChanged 0
		SP:Iteration 25F (8039.180000 sec): 3 clusters
  Score: Raw -7502119.339572 + Penalty 5377.238692 = -7496742.100880
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8039.200000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8039.200000 sec): 3 clusters
  Score: Raw -76020.557404 + Penalty 3043.240186 = -72977.317218
  nChanged 103
		SP:Iteration 1F (8039.200000 sec): 3 clusters
  Score: Raw -76289.486162 + Penalty 3043.240186 = -73246.245976
  nChanged 48
		SP:Iteration 2F (8039.200000 sec): 3 clusters
  Score: Raw -76434.945519 + Penalty 3043.240186 = -73391.705333
  nChanged 35
		SP:Iteration 3F (8039.200000 sec): 3 clusters
  Score: Raw -76558.445765 + Penalty 3043.240186 = -73515.205580
  nChanged 23
		SP:Iteration 4Q (8039.210000 sec): 3 clusters
  Score: Raw -76635.403628 + Penalty 3043.240186 = -73592.163442
  nChanged 11
		SP:Iteration 5Q (8039.210000 sec): 3 clusters
  Score: Raw -76674.695227 + Penalty 3043.240186 = -73631.455041
  nChanged 5
		SP:Iteration 6Q (8039.210000 sec): 3 clusters
  Score: Raw -76713.735371 + Penalty 3043.240186 = -73670.495185
  nChanged 4
		SP:Iteration 7Q (8039.210000 sec): 3 clusters
  Score: Raw -76741.807146 + Penalty 3043.240186 = -73698.566960
  nChanged 1
		SP:Iteration 8Q (8039.210000 sec): 3 clusters
  Score: Raw -76743.175658 + Penalty 3043.240186 = -73699.935472
  nChanged 0
		SP:Iteration 9F (8039.210000 sec): 3 clusters
  Score: Raw -76743.175658 + Penalty 3043.240186 = -73699.935472
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8039.220000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8039.220000 sec): 3 clusters
  Score: Raw -68268.315399 + Penalty 3055.958832 = -65212.356568
  nChanged 82
		SP:Iteration 1F (8039.220000 sec): 3 clusters
  Score: Raw -68429.894760 + Penalty 3055.958832 = -65373.935928
  nChanged 22
		SP:Iteration 2Q (8039.220000 sec): 3 clusters
  Score: Raw -68498.023278 + Penalty 3055.958832 = -65442.064447
  nChanged 8
		SP:Iteration 3Q (8039.220000 sec): 3 clusters
  Score: Raw -68523.482875 + Penalty 3055.958832 = -65467.524044
  nChanged 4
		SP:Iteration 4Q (8039.220000 sec): 3 clusters
  Score: Raw -68537.403453 + Penalty 3055.958832 = -65481.444621
  nChanged 2
		SP:Iteration 5Q (8039.230000 sec): 3 clusters
  Score: Raw -68544.813163 + Penalty 3055.958832 = -65488.854331
  nChanged 2
		SP:Iteration 6Q (8039.230000 sec): 3 clusters
  Score: Raw -68551.916429 + Penalty 3055.958832 = -65495.957597
  nChanged 3
		SP:Iteration 7Q (8039.230000 sec): 3 clusters
  Score: Raw -68557.335382 + Penalty 3055.958832 = -65501.376550
  nChanged 2
		SP:Iteration 8Q (8039.230000 sec): 3 clusters
  Score: Raw -68561.310627 + Penalty 3055.958832 = -65505.351795
  nChanged 1
		SP:Iteration 9Q (8039.230000 sec): 3 clusters
  Score: Raw -68563.609326 + Penalty 3055.958832 = -65507.650494
  nChanged 0
		SP:Iteration 10F (8039.240000 sec): 3 clusters
  Score: Raw -68563.609326 + Penalty 3055.958832 = -65507.650494
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (268042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8040.130000 sec): 2 clusters
  Score: Raw -39665434.756976 + Penalty 3099.726943 = -39662335.030033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8041.130000 sec): 3 clusters
  Score: Raw -39488579.077986 + Penalty 6199.453886 = -39482379.624100
  nChanged 129490
		SP:Iteration 1F (8042.120000 sec): 3 clusters
  Score: Raw -39564827.086341 + Penalty 6199.453886 = -39558627.632455
  nChanged 6447
		SP:Iteration 2Q (8043.140000 sec): 3 clusters
  Score: Raw -39566015.464334 + Penalty 6199.453886 = -39559816.010448
  nChanged 6957
		SP:Iteration 3Q (8044.160000 sec): 3 clusters
  Score: Raw -39567484.511776 + Penalty 6199.453886 = -39561285.057890
  nChanged 7685
		SP:Iteration 4Q (8045.180000 sec): 3 clusters
  Score: Raw -39569415.941559 + Penalty 6199.453886 = -39563216.487674
  nChanged 8576
		SP:Iteration 5Q (8046.200000 sec): 3 clusters
  Score: Raw -39572083.266730 + Penalty 6199.453886 = -39565883.812844
  nChanged 9895
		SP:Iteration 6Q (8047.210000 sec): 3 clusters
  Score: Raw -39575774.799216 + Penalty 6199.453886 = -39569575.345330
  nChanged 11351
		SP:Iteration 7Q (8048.230000 sec): 3 clusters
  Score: Raw -39580975.255847 + Penalty 6199.453886 = -39574775.801961
  nChanged 13203
		SP:Iteration 8Q (8049.240000 sec): 3 clusters
  Score: Raw -39588305.421750 + Penalty 6199.453886 = -39582105.967864
  nChanged 15427
		SP:Iteration 9F (8050.220000 sec): 3 clusters
  Score: Raw -39598426.943182 + Penalty 6199.453886 = -39592227.489296
  nChanged 17256
		SP:Iteration 10F (8051.220000 sec): 3 clusters
  Score: Raw -39611002.593299 + Penalty 6199.453886 = -39604803.139414
  nChanged 18161
		SP:Iteration 11F (8052.200000 sec): 3 clusters
  Score: Raw -39624905.190981 + Penalty 6199.453886 = -39618705.737095
  nChanged 16900
		SP:Iteration 12F (8053.170000 sec): 3 clusters
  Score: Raw -39638258.483283 + Penalty 6199.453886 = -39632059.029397
  nChanged 13850
		SP:Iteration 13F (8054.140000 sec): 3 clusters
  Score: Raw -39649363.848191 + Penalty 6199.453886 = -39643164.394305
  nChanged 9750
		SP:Iteration 14Q (8054.970000 sec): 3 clusters
  Score: Raw -39657022.883186 + Penalty 6199.453886 = -39650823.429300
  nChanged 5856
		SP:Iteration 15Q (8055.760000 sec): 3 clusters
  Score: Raw -39661411.554080 + Penalty 6199.453886 = -39655212.100194
  nChanged 3116
		SP:Iteration 16Q (8056.500000 sec): 3 clusters
  Score: Raw -39663631.494659 + Penalty 6199.453886 = -39657432.040773
  nChanged 1524
		SP:Iteration 17Q (8057.220000 sec): 3 clusters
  Score: Raw -39664672.464945 + Penalty 6199.453886 = -39658473.011059
  nChanged 710
		SP:Iteration 18Q (8057.920000 sec): 3 clusters
  Score: Raw -39665138.957831 + Penalty 6199.453886 = -39658939.503945
  nChanged 364
		SP:Iteration 19Q (8058.630000 sec): 3 clusters
  Score: Raw -39665379.037509 + Penalty 6199.453886 = -39659179.583623
  nChanged 224
		SP:Iteration 20F (8059.570000 sec): 3 clusters
  Score: Raw -39665538.762721 + Penalty 6199.453886 = -39659339.308835
  nChanged 163
		SP:Iteration 21Q (8060.260000 sec): 3 clusters
  Score: Raw -39665645.737779 + Penalty 6199.453886 = -39659446.283893
  nChanged 76
		SP:Iteration 22Q (8060.940000 sec): 3 clusters
  Score: Raw -39665693.540650 + Penalty 6199.453886 = -39659494.086764
  nChanged 56
		SP:Iteration 23Q (8061.620000 sec): 3 clusters
  Score: Raw -39665729.380315 + Penalty 6199.453886 = -39659529.926429
  nChanged 38
		SP:Iteration 24Q (8062.300000 sec): 3 clusters
  Score: Raw -39665751.647494 + Penalty 6199.453886 = -39659552.193608
  nChanged 33
		SP:Iteration 25Q (8062.980000 sec): 3 clusters
  Score: Raw -39665773.329181 + Penalty 6199.453886 = -39659573.875295
  nChanged 26
		SP:Iteration 26Q (8063.660000 sec): 3 clusters
  Score: Raw -39665795.174905 + Penalty 6199.453886 = -39659595.721019
  nChanged 24
		SP:Iteration 27Q (8064.340000 sec): 3 clusters
  Score: Raw -39665811.693733 + Penalty 6199.453886 = -39659612.239847
  nChanged 25
		SP:Iteration 28Q (8065.020000 sec): 3 clusters
  Score: Raw -39665826.911718 + Penalty 6199.453886 = -39659627.457832
  nChanged 14
		SP:Iteration 29Q (8065.700000 sec): 3 clusters
  Score: Raw -39665837.234710 + Penalty 6199.453886 = -39659637.780824
  nChanged 13
		SP:Iteration 30Q (8066.380000 sec): 3 clusters
  Score: Raw -39665845.565815 + Penalty 6199.453886 = -39659646.111929
  nChanged 10
		SP:Iteration 31Q (8067.060000 sec): 3 clusters
  Score: Raw -39665854.553892 + Penalty 6199.453886 = -39659655.100006
  nChanged 9
		SP:Iteration 32Q (8067.740000 sec): 3 clusters
  Score: Raw -39665861.111120 + Penalty 6199.453886 = -39659661.657234
  nChanged 8
		SP:Iteration 33Q (8068.420000 sec): 3 clusters
  Score: Raw -39665866.402814 + Penalty 6199.453886 = -39659666.948928
  nChanged 8
		SP:Iteration 34Q (8069.100000 sec): 3 clusters
  Score: Raw -39665871.964216 + Penalty 6199.453886 = -39659672.510330
  nChanged 8
		SP:Iteration 35Q (8069.770000 sec): 3 clusters
  Score: Raw -39665877.924187 + Penalty 6199.453886 = -39659678.470301
  nChanged 6
		SP:Iteration 36Q (8070.450000 sec): 3 clusters
  Score: Raw -39665881.159615 + Penalty 6199.453886 = -39659681.705729
  nChanged 4
		SP:Iteration 37Q (8071.130000 sec): 3 clusters
  Score: Raw -39665884.073572 + Penalty 6199.453886 = -39659684.619686
  nChanged 5
		SP:Iteration 38Q (8071.810000 sec): 3 clusters
  Score: Raw -39665887.906822 + Penalty 6199.453886 = -39659688.452936
  nChanged 4
		SP:Iteration 39Q (8072.480000 sec): 3 clusters
  Score: Raw -39665890.173716 + Penalty 6199.453886 = -39659690.719830
  nChanged 5
		SP:Iteration 40F (8073.430000 sec): 3 clusters
  Score: Raw -39665893.710989 + Penalty 6199.453886 = -39659694.257103
  nChanged 2
		SP:Iteration 41Q (8074.110000 sec): 3 clusters
  Score: Raw -39665895.283037 + Penalty 6199.453886 = -39659695.829151
  nChanged 2
		SP:Iteration 42Q (8074.780000 sec): 3 clusters
  Score: Raw -39665895.989620 + Penalty 6199.453886 = -39659696.535734
  nChanged 1
		SP:Iteration 43Q (8075.470000 sec): 3 clusters
  Score: Raw -39665896.706375 + Penalty 6199.453886 = -39659697.252489
  nChanged 2
		SP:Iteration 44Q (8076.150000 sec): 3 clusters
  Score: Raw -39665898.484199 + Penalty 6199.453886 = -39659699.030314
  nChanged 4
		SP:Iteration 45Q (8076.830000 sec): 3 clusters
  Score: Raw -39665903.799010 + Penalty 6199.453886 = -39659704.345124
  nChanged 3
		SP:Iteration 46Q (8077.510000 sec): 3 clusters
  Score: Raw -39665906.506764 + Penalty 6199.453886 = -39659707.052878
  nChanged 2
		SP:Iteration 47Q (8078.190000 sec): 3 clusters
  Score: Raw -39665908.113635 + Penalty 6199.453886 = -39659708.659749
  nChanged 1
		SP:Iteration 48Q (8078.870000 sec): 3 clusters
  Score: Raw -39665908.669251 + Penalty 6199.453886 = -39659709.215365
  nChanged 2
		SP:Iteration 49Q (8079.540000 sec): 3 clusters
  Score: Raw -39665909.718619 + Penalty 6199.453886 = -39659710.264733
  nChanged 1
		SP:Iteration 50Q (8080.210000 sec): 3 clusters
  Score: Raw -39665910.019955 + Penalty 6199.453886 = -39659710.566069
  nChanged 1
		SP:Iteration 51Q (8080.890000 sec): 3 clusters
  Score: Raw -39665910.241052 + Penalty 6199.453886 = -39659710.787166
  nChanged 0
		SP:Iteration 52F (8081.840000 sec): 3 clusters
  Score: Raw -39665910.241052 + Penalty 6199.453886 = -39659710.787166
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8082.090000 sec): 2 clusters
  Score: Raw -5135724.242631 + Penalty 2584.725774 = -5133139.516857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8082.210000 sec): 3 clusters
  Score: Raw -5115336.244335 + Penalty 5169.451548 = -5110166.792787
  nChanged 15254
		SP:Iteration 1F (8082.330000 sec): 3 clusters
  Score: Raw -5123550.768318 + Penalty 5169.451548 = -5118381.316770
  nChanged 1465
		SP:Iteration 2Q (8082.450000 sec): 3 clusters
  Score: Raw -5123972.002856 + Penalty 5169.451548 = -5118802.551309
  nChanged 1266
		SP:Iteration 3Q (8082.580000 sec): 3 clusters
  Score: Raw -5124313.147098 + Penalty 5169.451548 = -5119143.695550
  nChanged 1135
		SP:Iteration 4Q (8082.700000 sec): 3 clusters
  Score: Raw -5124633.251201 + Penalty 5169.451548 = -5119463.799654
  nChanged 1108
		SP:Iteration 5Q (8082.820000 sec): 3 clusters
  Score: Raw -5124987.016398 + Penalty 5169.451548 = -5119817.564850
  nChanged 1280
		SP:Iteration 6Q (8082.940000 sec): 3 clusters
  Score: Raw -5125492.351534 + Penalty 5169.451548 = -5120322.899987
  nChanged 1562
		SP:Iteration 7Q (8083.060000 sec): 3 clusters
  Score: Raw -5126287.119157 + Penalty 5169.451548 = -5121117.667609
  nChanged 1995
		SP:Iteration 8F (8083.180000 sec): 3 clusters
  Score: Raw -5127585.476916 + Penalty 5169.451548 = -5122416.025368
  nChanged 2356
		SP:Iteration 9F (8083.290000 sec): 3 clusters
  Score: Raw -5129431.465000 + Penalty 5169.451548 = -5124262.013453
  nChanged 2432
		SP:Iteration 10F (8083.410000 sec): 3 clusters
  Score: Raw -5131604.694990 + Penalty 5169.451548 = -5126435.243442
  nChanged 2013
		SP:Iteration 11F (8083.530000 sec): 3 clusters
  Score: Raw -5133422.904832 + Penalty 5169.451548 = -5128253.453285
  nChanged 1314
		SP:Iteration 12Q (8083.640000 sec): 3 clusters
  Score: Raw -5134618.042684 + Penalty 5169.451548 = -5129448.591136
  nChanged 739
		SP:Iteration 13Q (8083.750000 sec): 3 clusters
  Score: Raw -5135256.612360 + Penalty 5169.451548 = -5130087.160812
  nChanged 382
		SP:Iteration 14Q (8083.840000 sec): 3 clusters
  Score: Raw -5135603.064721 + Penalty 5169.451548 = -5130433.613173
  nChanged 211
		SP:Iteration 15Q (8083.930000 sec): 3 clusters
  Score: Raw -5135779.043802 + Penalty 5169.451548 = -5130609.592255
  nChanged 123
		SP:Iteration 16Q (8084.030000 sec): 3 clusters
  Score: Raw -5135869.205390 + Penalty 5169.451548 = -5130699.753842
  nChanged 80
		SP:Iteration 17Q (8084.110000 sec): 3 clusters
  Score: Raw -5135937.610388 + Penalty 5169.451548 = -5130768.158841
  nChanged 61
		SP:Iteration 18Q (8084.200000 sec): 3 clusters
  Score: Raw -5135986.476049 + Penalty 5169.451548 = -5130817.024501
  nChanged 35
		SP:Iteration 19Q (8084.280000 sec): 3 clusters
  Score: Raw -5136012.351851 + Penalty 5169.451548 = -5130842.900304
  nChanged 21
		SP:Iteration 20F (8084.400000 sec): 3 clusters
  Score: Raw -5136026.374251 + Penalty 5169.451548 = -5130856.922704
  nChanged 18
		SP:Iteration 21Q (8084.490000 sec): 3 clusters
  Score: Raw -5136036.669809 + Penalty 5169.451548 = -5130867.218262
  nChanged 9
		SP:Iteration 22Q (8084.580000 sec): 3 clusters
  Score: Raw -5136041.643826 + Penalty 5169.451548 = -5130872.192278
  nChanged 7
		SP:Iteration 23Q (8084.660000 sec): 3 clusters
  Score: Raw -5136047.248867 + Penalty 5169.451548 = -5130877.797319
  nChanged 12
		SP:Iteration 24Q (8084.750000 sec): 3 clusters
  Score: Raw -5136056.667804 + Penalty 5169.451548 = -5130887.216256
  nChanged 11
		SP:Iteration 25Q (8084.840000 sec): 3 clusters
  Score: Raw -5136064.764683 + Penalty 5169.451548 = -5130895.313135
  nChanged 7
		SP:Iteration 26Q (8084.920000 sec): 3 clusters
  Score: Raw -5136068.535724 + Penalty 5169.451548 = -5130899.084176
  nChanged 6
		SP:Iteration 27Q (8085.010000 sec): 3 clusters
  Score: Raw -5136073.056792 + Penalty 5169.451548 = -5130903.605245
  nChanged 5
		SP:Iteration 28Q (8085.090000 sec): 3 clusters
  Score: Raw -5136076.542223 + Penalty 5169.451548 = -5130907.090675
  nChanged 4
		SP:Iteration 29Q (8085.180000 sec): 3 clusters
  Score: Raw -5136078.693033 + Penalty 5169.451548 = -5130909.241486
  nChanged 4
		SP:Iteration 30Q (8085.260000 sec): 3 clusters
  Score: Raw -5136082.238361 + Penalty 5169.451548 = -5130912.786813
  nChanged 5
		SP:Iteration 31Q (8085.350000 sec): 3 clusters
  Score: Raw -5136085.385361 + Penalty 5169.451548 = -5130915.933814
  nChanged 3
		SP:Iteration 32Q (8085.430000 sec): 3 clusters
  Score: Raw -5136086.856557 + Penalty 5169.451548 = -5130917.405009
  nChanged 1
		SP:Iteration 33Q (8085.510000 sec): 3 clusters
  Score: Raw -5136087.115430 + Penalty 5169.451548 = -5130917.663883
  nChanged 1
		SP:Iteration 34Q (8085.600000 sec): 3 clusters
  Score: Raw -5136087.494308 + Penalty 5169.451548 = -5130918.042761
  nChanged 0
		SP:Iteration 35F (8085.710000 sec): 3 clusters
  Score: Raw -5136087.494308 + Penalty 5169.451548 = -5130918.042761
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.730000 sec): 2 clusters
  Score: Raw -141600.058951 + Penalty 1732.439171 = -139867.619780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.740000 sec): 3 clusters
  Score: Raw -141385.178478 + Penalty 3464.878342 = -137920.300136
  nChanged 282
		SP:Iteration 1F (8085.740000 sec): 3 clusters
  Score: Raw -141768.243366 + Penalty 3464.878342 = -138303.365025
  nChanged 80
		SP:Iteration 2F (8085.750000 sec): 3 clusters
  Score: Raw -141888.841639 + Penalty 3464.878342 = -138423.963297
  nChanged 47
		SP:Iteration 3Q (8085.750000 sec): 3 clusters
  Score: Raw -141969.650310 + Penalty 3464.878342 = -138504.771969
  nChanged 40
		SP:Iteration 4Q (8085.750000 sec): 3 clusters
  Score: Raw -142048.354617 + Penalty 3464.878342 = -138583.476276
  nChanged 37
		SP:Iteration 5Q (8085.750000 sec): 3 clusters
  Score: Raw -142109.333427 + Penalty 3464.878342 = -138644.455085
  nChanged 23
		SP:Iteration 6Q (8085.760000 sec): 3 clusters
  Score: Raw -142139.742818 + Penalty 3464.878342 = -138674.864476
  nChanged 21
		SP:Iteration 7Q (8085.760000 sec): 3 clusters
  Score: Raw -142168.240576 + Penalty 3464.878342 = -138703.362234
  nChanged 7
		SP:Iteration 8Q (8085.770000 sec): 3 clusters
  Score: Raw -142174.636624 + Penalty 3464.878342 = -138709.758283
  nChanged 5
		SP:Iteration 9Q (8085.770000 sec): 3 clusters
  Score: Raw -142178.602836 + Penalty 3464.878342 = -138713.724494
  nChanged 0
		SP:Iteration 10F (8085.770000 sec): 3 clusters
  Score: Raw -142178.602836 + Penalty 3464.878342 = -138713.724494
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.770000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.780000 sec): 3 clusters
  Score: Raw -31545.514794 + Penalty 2705.839273 = -28839.675521
  nChanged 28
		SP:Iteration 1F (8085.780000 sec): 3 clusters
  Score: Raw -31687.447700 + Penalty 2705.839273 = -28981.608427
  nChanged 17
		SP:Iteration 2F (8085.780000 sec): 3 clusters
  Score: Raw -31761.235262 + Penalty 2705.839273 = -29055.395989
  nChanged 9
		SP:Iteration 3Q (8085.780000 sec): 3 clusters
  Score: Raw -31826.304856 + Penalty 2705.839273 = -29120.465583
  nChanged 3
		SP:Iteration 4Q (8085.780000 sec): 3 clusters
  Score: Raw -31840.612252 + Penalty 2705.839273 = -29134.772979
  nChanged 4
		SP:Iteration 5Q (8085.780000 sec): 3 clusters
  Score: Raw -31867.899881 + Penalty 2705.839273 = -29162.060607
  nChanged 1
		SP:Iteration 6Q (8085.780000 sec): 3 clusters
  Score: Raw -31884.021299 + Penalty 2705.839273 = -29178.182026
  nChanged 1
		SP:Iteration 7Q (8085.780000 sec): 3 clusters
  Score: Raw -31886.522241 + Penalty 2705.839273 = -29180.682967
  nChanged 0
		SP:Iteration 8F (8085.780000 sec): 3 clusters
  Score: Raw -31886.522241 + Penalty 2705.839273 = -29180.682967
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.790000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.790000 sec): 3 clusters
  Score: Raw -77809.770982 + Penalty 3172.049753 = -74637.721230
  nChanged 119
		SP:Iteration 1F (8085.790000 sec): 3 clusters
  Score: Raw -77996.707449 + Penalty 3172.049753 = -74824.657696
  nChanged 35
		SP:Iteration 2F (8085.790000 sec): 3 clusters
  Score: Raw -78066.909061 + Penalty 3172.049753 = -74894.859308
  nChanged 12
		SP:Iteration 3Q (8085.790000 sec): 3 clusters
  Score: Raw -78094.562015 + Penalty 3172.049753 = -74922.512263
  nChanged 9
		SP:Iteration 4Q (8085.800000 sec): 3 clusters
  Score: Raw -78110.617995 + Penalty 3172.049753 = -74938.568242
  nChanged 4
		SP:Iteration 5Q (8085.800000 sec): 3 clusters
  Score: Raw -78117.183245 + Penalty 3172.049753 = -74945.133493
  nChanged 3
		SP:Iteration 6Q (8085.800000 sec): 3 clusters
  Score: Raw -78121.549257 + Penalty 3172.049753 = -74949.499504
  nChanged 3
		SP:Iteration 7Q (8085.800000 sec): 3 clusters
  Score: Raw -78125.481570 + Penalty 3172.049753 = -74953.431818
  nChanged 3
		SP:Iteration 8Q (8085.800000 sec): 3 clusters
  Score: Raw -78130.094890 + Penalty 3172.049753 = -74958.045137
  nChanged 3
		SP:Iteration 9Q (8085.810000 sec): 3 clusters
  Score: Raw -78137.950386 + Penalty 3172.049753 = -74965.900633
  nChanged 3
		SP:Iteration 10Q (8085.810000 sec): 3 clusters
  Score: Raw -78141.934646 + Penalty 3172.049753 = -74969.884893
  nChanged 2
		SP:Iteration 11Q (8085.810000 sec): 3 clusters
  Score: Raw -78144.547568 + Penalty 3172.049753 = -74972.497815
  nChanged 1
		SP:Iteration 12Q (8085.810000 sec): 3 clusters
  Score: Raw -78146.633796 + Penalty 3172.049753 = -74974.584044
  nChanged 0
		SP:Iteration 13F (8085.810000 sec): 3 clusters
  Score: Raw -78146.633796 + Penalty 3172.049753 = -74974.584044
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.820000 sec): 2 clusters
  Score: Raw -24575.550785 + Penalty 1363.297720 = -23212.253065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.820000 sec): 3 clusters
  Score: Raw -24848.801975 + Penalty 2726.595440 = -22122.206535
  nChanged 42
		SP:Iteration 1F (8085.820000 sec): 3 clusters
  Score: Raw -25069.079967 + Penalty 2726.595440 = -22342.484528
  nChanged 14
		SP:Iteration 2F (8085.820000 sec): 3 clusters
  Score: Raw -25349.344036 + Penalty 2726.595440 = -22622.748597
  nChanged 10
		SP:Iteration 3Q (8085.820000 sec): 3 clusters
  Score: Raw -25431.668373 + Penalty 2726.595440 = -22705.072934
  nChanged 5
		SP:Iteration 4Q (8085.820000 sec): 3 clusters
  Score: Raw -25509.838116 + Penalty 2726.595440 = -22783.242676
  nChanged 2
		SP:Iteration 5Q (8085.820000 sec): 3 clusters
  Score: Raw -25595.067269 + Penalty 2726.595440 = -22868.471829
  nChanged 2
		SP:Iteration 6Q (8085.820000 sec): 3 clusters
  Score: Raw -25753.294347 + Penalty 2726.595440 = -23026.698907
  nChanged 2
		SP:Iteration 7Q (8085.820000 sec): 3 clusters
  Score: Raw -25808.447023 + Penalty 2726.595440 = -23081.851583
  nChanged 0
		SP:Iteration 8F (8085.820000 sec): 3 clusters
  Score: Raw -25808.447023 + Penalty 2726.595440 = -23081.851583
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.830000 sec): 2 clusters
  Score: Raw -33339.247056 + Penalty 1391.149005 = -31948.098051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.830000 sec): 3 clusters
  Score: Raw -33527.670656 + Penalty 2782.298010 = -30745.372645
  nChanged 36
		SP:Iteration 1F (8085.830000 sec): 3 clusters
  Score: Raw -33709.041898 + Penalty 2782.298010 = -30926.743887
  nChanged 23
		SP:Iteration 2F (8085.830000 sec): 3 clusters
  Score: Raw -33852.612059 + Penalty 2782.298010 = -31070.314048
  nChanged 15
		SP:Iteration 3F (8085.830000 sec): 3 clusters
  Score: Raw -34018.276719 + Penalty 2782.298010 = -31235.978709
  nChanged 16
		SP:Iteration 4F (8085.830000 sec): 3 clusters
  Score: Raw -34231.265387 + Penalty 2782.298010 = -31448.967377
  nChanged 8
		SP:Iteration 5Q (8085.830000 sec): 3 clusters
  Score: Raw -34383.450113 + Penalty 2782.298010 = -31601.152103
  nChanged 7
		SP:Iteration 6Q (8085.830000 sec): 3 clusters
  Score: Raw -34468.507099 + Penalty 2782.298010 = -31686.209088
  nChanged 1
		SP:Iteration 7Q (8085.830000 sec): 3 clusters
  Score: Raw -34505.728688 + Penalty 2782.298010 = -31723.430677
  nChanged 1
		SP:Iteration 8Q (8085.830000 sec): 3 clusters
  Score: Raw -34510.156521 + Penalty 2782.298010 = -31727.858510
  nChanged 1
		SP:Iteration 9Q (8085.830000 sec): 3 clusters
  Score: Raw -34514.758625 + Penalty 2782.298010 = -31732.460615
  nChanged 1
		SP:Iteration 10Q (8085.830000 sec): 3 clusters
  Score: Raw -34523.533123 + Penalty 2782.298010 = -31741.235113
  nChanged 0
		SP:Iteration 11F (8085.840000 sec): 3 clusters
  Score: Raw -34523.533123 + Penalty 2782.298010 = -31741.235113
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.840000 sec): 2 clusters
  Score: Raw -29618.592547 + Penalty 1336.489789 = -28282.102758
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.840000 sec): 3 clusters
  Score: Raw -29823.273034 + Penalty 2672.979578 = -27150.293456
  nChanged 13
		SP:Iteration 1F (8085.840000 sec): 3 clusters
  Score: Raw -29882.613540 + Penalty 2672.979578 = -27209.633962
  nChanged 4
		SP:Iteration 2Q (8085.840000 sec): 3 clusters
  Score: Raw -29902.623952 + Penalty 2672.979578 = -27229.644374
  nChanged 0
		SP:Iteration 3F (8085.840000 sec): 3 clusters
  Score: Raw -29902.623952 + Penalty 2672.979578 = -27229.644374
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.850000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.850000 sec): 3 clusters
  Score: Raw -55046.823097 + Penalty 2975.472535 = -52071.350562
  nChanged 64
		SP:Iteration 1F (8085.850000 sec): 3 clusters
  Score: Raw -55205.660609 + Penalty 2975.472535 = -52230.188075
  nChanged 15
		SP:Iteration 2Q (8085.850000 sec): 3 clusters
  Score: Raw -55242.235474 + Penalty 2975.472535 = -52266.762940
  nChanged 3
		SP:Iteration 3Q (8085.850000 sec): 3 clusters
  Score: Raw -55251.740778 + Penalty 2975.472535 = -52276.268244
  nChanged 5
		SP:Iteration 4Q (8085.850000 sec): 3 clusters
  Score: Raw -55262.242797 + Penalty 2975.472535 = -52286.770262
  nChanged 3
		SP:Iteration 5Q (8085.850000 sec): 3 clusters
  Score: Raw -55269.674706 + Penalty 2975.472535 = -52294.202171
  nChanged 1
		SP:Iteration 6Q (8085.850000 sec): 3 clusters
  Score: Raw -55274.225249 + Penalty 2975.472535 = -52298.752714
  nChanged 3
		SP:Iteration 7Q (8085.860000 sec): 3 clusters
  Score: Raw -55283.499066 + Penalty 2975.472535 = -52308.026531
  nChanged 3
		SP:Iteration 8Q (8085.860000 sec): 3 clusters
  Score: Raw -55293.965630 + Penalty 2975.472535 = -52318.493095
  nChanged 2
		SP:Iteration 9Q (8085.860000 sec): 3 clusters
  Score: Raw -55300.313395 + Penalty 2975.472535 = -52324.840860
  nChanged 2
		SP:Iteration 10Q (8085.860000 sec): 3 clusters
  Score: Raw -55305.769867 + Penalty 2975.472535 = -52330.297333
  nChanged 0
		SP:Iteration 11F (8085.860000 sec): 3 clusters
  Score: Raw -55305.769867 + Penalty 2975.472535 = -52330.297333
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.870000 sec): 2 clusters
  Score: Raw -17548.260455 + Penalty 1308.972435 = -16239.288020
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.870000 sec): 3 clusters
  Score: Raw -18184.250656 + Penalty 2617.944871 = -15566.305785
  nChanged 42
		SP:Iteration 1F (8085.870000 sec): 3 clusters
  Score: Raw -18475.088349 + Penalty 2617.944871 = -15857.143478
  nChanged 14
		SP:Iteration 2F (8085.870000 sec): 3 clusters
  Score: Raw -18664.424049 + Penalty 2617.944871 = -16046.479178
  nChanged 7
		SP:Iteration 3Q (8085.870000 sec): 3 clusters
  Score: Raw -18822.934314 + Penalty 2617.944871 = -16204.989443
  nChanged 1
		SP:Iteration 4Q (8085.870000 sec): 3 clusters
  Score: Raw -18837.933889 + Penalty 2617.944871 = -16219.989018
  nChanged 0
		SP:Iteration 5F (8085.870000 sec): 3 clusters
  Score: Raw -18837.933889 + Penalty 2617.944871 = -16219.989018
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.870000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.870000 sec): 3 clusters
  Score: Raw -29470.025829 + Penalty 2686.385799 = -26783.640029
  nChanged 15
		SP:Iteration 1F (8085.870000 sec): 3 clusters
  Score: Raw -29541.581164 + Penalty 2686.385799 = -26855.195364
  nChanged 4
		SP:Iteration 2Q (8085.870000 sec): 3 clusters
  Score: Raw -29556.769204 + Penalty 2686.385799 = -26870.383404
  nChanged 4
		SP:Iteration 3Q (8085.870000 sec): 3 clusters
  Score: Raw -29568.567520 + Penalty 2686.385799 = -26882.181720
  nChanged 0
		SP:Iteration 4F (8085.870000 sec): 3 clusters
  Score: Raw -29568.567520 + Penalty 2686.385799 = -26882.181720
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.880000 sec): 2 clusters
  Score: Raw -46074.767155 + Penalty 1447.033063 = -44627.734092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.880000 sec): 3 clusters
  Score: Raw -46205.557942 + Penalty 2894.066126 = -43311.491817
  nChanged 69
		SP:Iteration 1F (8085.880000 sec): 3 clusters
  Score: Raw -46395.299169 + Penalty 2894.066126 = -43501.233043
  nChanged 12
		SP:Iteration 2Q (8085.880000 sec): 3 clusters
  Score: Raw -46436.661879 + Penalty 2894.066126 = -43542.595754
  nChanged 9
		SP:Iteration 3Q (8085.880000 sec): 3 clusters
  Score: Raw -46459.423704 + Penalty 2894.066126 = -43565.357579
  nChanged 6
		SP:Iteration 4Q (8085.890000 sec): 3 clusters
  Score: Raw -46490.830719 + Penalty 2894.066126 = -43596.764593
  nChanged 4
		SP:Iteration 5Q (8085.890000 sec): 3 clusters
  Score: Raw -46498.822737 + Penalty 2894.066126 = -43604.756612
  nChanged 2
		SP:Iteration 6Q (8085.890000 sec): 3 clusters
  Score: Raw -46504.911569 + Penalty 2894.066126 = -43610.845444
  nChanged 2
		SP:Iteration 7Q (8085.890000 sec): 3 clusters
  Score: Raw -46516.412173 + Penalty 2894.066126 = -43622.346048
  nChanged 2
		SP:Iteration 8Q (8085.890000 sec): 3 clusters
  Score: Raw -46523.881280 + Penalty 2894.066126 = -43629.815154
  nChanged 0
		SP:Iteration 9F (8085.890000 sec): 3 clusters
  Score: Raw -46523.881280 + Penalty 2894.066126 = -43629.815154
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.890000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.890000 sec): 3 clusters
  Score: Raw -55269.105302 + Penalty 3005.325105 = -52263.780197
  nChanged 67
		SP:Iteration 1F (8085.890000 sec): 3 clusters
  Score: Raw -55504.586716 + Penalty 3005.325105 = -52499.261611
  nChanged 23
		SP:Iteration 2F (8085.900000 sec): 3 clusters
  Score: Raw -55628.501727 + Penalty 3005.325105 = -52623.176622
  nChanged 13
		SP:Iteration 3Q (8085.900000 sec): 3 clusters
  Score: Raw -55672.641525 + Penalty 3005.325105 = -52667.316420
  nChanged 5
		SP:Iteration 4Q (8085.900000 sec): 3 clusters
  Score: Raw -55685.928756 + Penalty 3005.325105 = -52680.603651
  nChanged 3
		SP:Iteration 5Q (8085.900000 sec): 3 clusters
  Score: Raw -55693.647469 + Penalty 3005.325105 = -52688.322364
  nChanged 2
		SP:Iteration 6Q (8085.900000 sec): 3 clusters
  Score: Raw -55700.289739 + Penalty 3005.325105 = -52694.964634
  nChanged 2
		SP:Iteration 7Q (8085.910000 sec): 3 clusters
  Score: Raw -55707.839127 + Penalty 3005.325105 = -52702.514022
  nChanged 2
		SP:Iteration 8Q (8085.910000 sec): 3 clusters
  Score: Raw -55713.270319 + Penalty 3005.325105 = -52707.945214
  nChanged 1
		SP:Iteration 9Q (8085.910000 sec): 3 clusters
  Score: Raw -55714.176933 + Penalty 3005.325105 = -52708.851828
  nChanged 0
		SP:Iteration 10F (8085.910000 sec): 3 clusters
  Score: Raw -55714.176933 + Penalty 3005.325105 = -52708.851828
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 38 (242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.910000 sec): 2 clusters
  Score: Raw -24854.945070 + Penalty 1361.256556 = -23493.688514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.910000 sec): 3 clusters
  Score: Raw -25808.661083 + Penalty 2722.513112 = -23086.147970
  nChanged 72
		SP:Iteration 1F (8085.910000 sec): 3 clusters
  Score: Raw -26246.400244 + Penalty 2722.513112 = -23523.887132
  nChanged 11
		SP:Iteration 2Q (8085.910000 sec): 3 clusters
  Score: Raw -26364.437196 + Penalty 2722.513112 = -23641.924084
  nChanged 3
		SP:Iteration 3Q (8085.910000 sec): 3 clusters
  Score: Raw -26401.969612 + Penalty 2722.513112 = -23679.456500
  nChanged 1
		SP:Iteration 4Q (8085.910000 sec): 3 clusters
  Score: Raw -26412.198843 + Penalty 2722.513112 = -23689.685730
  nChanged 0
		SP:Iteration 5F (8085.910000 sec): 3 clusters
  Score: Raw -26412.198843 + Penalty 2722.513112 = -23689.685730
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 42.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 39 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.920000 sec): 2 clusters
  Score: Raw -22896.629861 + Penalty 1287.853299 = -21608.776562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.920000 sec): 3 clusters
  Score: Raw -23177.345993 + Penalty 2575.706598 = -20601.639395
  nChanged 17
		SP:Iteration 1F (8085.920000 sec): 3 clusters
  Score: Raw -23270.387323 + Penalty 2575.706598 = -20694.680724
  nChanged 5
		SP:Iteration 2Q (8085.920000 sec): 3 clusters
  Score: Raw -23312.660267 + Penalty 2575.706598 = -20736.953669
  nChanged 3
		SP:Iteration 3Q (8085.920000 sec): 3 clusters
  Score: Raw -23324.762173 + Penalty 2575.706598 = -20749.055575
  nChanged 1
		SP:Iteration 4Q (8085.920000 sec): 3 clusters
  Score: Raw -23327.758350 + Penalty 2575.706598 = -20752.051752
  nChanged 0
		SP:Iteration 5F (8085.930000 sec): 3 clusters
  Score: Raw -23327.758350 + Penalty 2575.706598 = -20752.051752
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.930000 sec): 2 clusters
  Score: Raw -68690.960353 + Penalty 1547.104507 = -67143.855846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.930000 sec): 3 clusters
  Score: Raw -68719.424150 + Penalty 3094.209014 = -65625.215136
  nChanged 99
		SP:Iteration 1F (8085.930000 sec): 3 clusters
  Score: Raw -68906.028226 + Penalty 3094.209014 = -65811.819212
  nChanged 22
		SP:Iteration 2Q (8085.930000 sec): 3 clusters
  Score: Raw -68976.066819 + Penalty 3094.209014 = -65881.857805
  nChanged 11
		SP:Iteration 3Q (8085.930000 sec): 3 clusters
  Score: Raw -69006.563029 + Penalty 3094.209014 = -65912.354015
  nChanged 8
		SP:Iteration 4Q (8085.940000 sec): 3 clusters
  Score: Raw -69022.089747 + Penalty 3094.209014 = -65927.880733
  nChanged 5
		SP:Iteration 5Q (8085.940000 sec): 3 clusters
  Score: Raw -69033.468680 + Penalty 3094.209014 = -65939.259666
  nChanged 5
		SP:Iteration 6Q (8085.940000 sec): 3 clusters
  Score: Raw -69041.633995 + Penalty 3094.209014 = -65947.424981
  nChanged 4
		SP:Iteration 7Q (8085.940000 sec): 3 clusters
  Score: Raw -69047.023374 + Penalty 3094.209014 = -65952.814360
  nChanged 2
		SP:Iteration 8Q (8085.940000 sec): 3 clusters
  Score: Raw -69052.479550 + Penalty 3094.209014 = -65958.270536
  nChanged 2
		SP:Iteration 9Q (8085.940000 sec): 3 clusters
  Score: Raw -69055.630175 + Penalty 3094.209014 = -65961.421161
  nChanged 1
		SP:Iteration 10Q (8085.940000 sec): 3 clusters
  Score: Raw -69059.909557 + Penalty 3094.209014 = -65965.700543
  nChanged 0
		SP:Iteration 11F (8085.950000 sec): 3 clusters
  Score: Raw -69059.909557 + Penalty 3094.209014 = -65965.700543
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (199 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.950000 sec): 2 clusters
  Score: Raw -16120.972557 + Penalty 1312.739597 = -14808.232960
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.950000 sec): 3 clusters
  Score: Raw -16576.979248 + Penalty 2625.479193 = -13951.500054
  nChanged 39
		SP:Iteration 1F (8085.950000 sec): 3 clusters
  Score: Raw -16893.707112 + Penalty 2625.479193 = -14268.227919
  nChanged 10
		SP:Iteration 2F (8085.950000 sec): 3 clusters
  Score: Raw -16955.060790 + Penalty 2625.479193 = -14329.581597
  nChanged 1
		SP:Iteration 3Q (8085.950000 sec): 3 clusters
  Score: Raw -16959.064965 + Penalty 2625.479193 = -14333.585772
  nChanged 1
		SP:Iteration 4Q (8085.950000 sec): 3 clusters
  Score: Raw -16960.745943 + Penalty 2625.479193 = -14335.266750
  nChanged 0
		SP:Iteration 5F (8085.950000 sec): 3 clusters
  Score: Raw -16960.745943 + Penalty 2625.479193 = -14335.266750
  nChanged 0
Deleting Class 38 (45 points): Lose 2210.725352 but Gain 3374.686117
Iteration 299Q (8094.830000 sec): 42 clusters
  Score: Raw -117674503.803525 + Penalty 138362.130809 = -117536141.672716
  nChanged 63
Iteration 300F (8135.980000 sec): 42 clusters
  Score: Raw -117675489.506304 + Penalty 138362.130809 = -117537127.375495
  nChanged 53
Iteration 301Q (8144.760000 sec): 42 clusters
  Score: Raw -117676277.420979 + Penalty 138362.130809 = -117537915.290170
  nChanged 23
Iteration 302Q (8153.550000 sec): 42 clusters
  Score: Raw -117676365.222097 + Penalty 138362.130809 = -117538003.091288
  nChanged 16
Iteration 303Q (8162.330000 sec): 42 clusters
  Score: Raw -117676503.210541 + Penalty 138362.130809 = -117538141.079732
  nChanged 15
Iteration 304Q (8171.180000 sec): 42 clusters
  Score: Raw -117676856.550826 + Penalty 138362.130809 = -117538494.420016
  nChanged 11
Iteration 305Q (8180.050000 sec): 42 clusters
  Score: Raw -117676880.050025 + Penalty 138362.130809 = -117538517.919216
  nChanged 10
Iteration 306Q (8188.980000 sec): 42 clusters
  Score: Raw -117676880.149573 + Penalty 138362.130809 = -117538518.018764
  nChanged 9
Iteration 307Q (8197.890000 sec): 42 clusters
  Score: Raw -117676880.294483 + Penalty 138362.130809 = -117538518.163673
  nChanged 7
Iteration 308Q (8206.830000 sec): 42 clusters
  Score: Raw -117676880.395627 + Penalty 138362.130809 = -117538518.264818
  nChanged 8
Iteration 309Q (8215.760000 sec): 42 clusters
  Score: Raw -117676880.547469 + Penalty 138362.130809 = -117538518.416660
  nChanged 6
Iteration 310Q (8224.690000 sec): 42 clusters
  Score: Raw -117676880.643961 + Penalty 138362.130809 = -117538518.513152
  nChanged 7
Iteration 311Q (8233.610000 sec): 42 clusters
  Score: Raw -117676880.770957 + Penalty 138362.130809 = -117538518.640148
  nChanged 8
Iteration 312Q (8242.520000 sec): 42 clusters
  Score: Raw -117676880.847235 + Penalty 138362.130809 = -117538518.716426
  nChanged 5
Iteration 313Q (8251.390000 sec): 42 clusters
  Score: Raw -117676880.903637 + Penalty 138362.130809 = -117538518.772828
  nChanged 5
Iteration 314Q (8260.230000 sec): 42 clusters
  Score: Raw -117676880.949994 + Penalty 138362.130809 = -117538518.819185
  nChanged 3
Iteration 315Q (8269.130000 sec): 42 clusters
  Score: Raw -117676881.018926 + Penalty 138362.130809 = -117538518.888116
  nChanged 3
Iteration 316Q (8278.030000 sec): 42 clusters
  Score: Raw -117676881.050322 + Penalty 138362.130809 = -117538518.919512
  nChanged 4
Iteration 317Q (8286.930000 sec): 42 clusters
  Score: Raw -117676881.165092 + Penalty 138362.130809 = -117538519.034283
  nChanged 7
Iteration 318Q (8295.830000 sec): 42 clusters
  Score: Raw -117676881.297373 + Penalty 138362.130809 = -117538519.166563
  nChanged 6
Iteration 319Q (8304.730000 sec): 42 clusters
  Score: Raw -117676881.436379 + Penalty 138362.130809 = -117538519.305569
  nChanged 9
Iteration 320F (8346.060000 sec): 42 clusters
  Score: Raw -117677008.266901 + Penalty 138362.130809 = -117538646.136091
  nChanged 18
Iteration 321Q (8354.960000 sec): 42 clusters
  Score: Raw -117677174.756263 + Penalty 138362.130809 = -117538812.625453
  nChanged 10
Iteration 322Q (8363.860000 sec): 42 clusters
  Score: Raw -117677231.980774 + Penalty 138362.130809 = -117538869.849965
  nChanged 13
Iteration 323Q (8372.770000 sec): 42 clusters
  Score: Raw -117677280.197930 + Penalty 138362.130809 = -117538918.067120
  nChanged 16
Iteration 324Q (8381.530000 sec): 42 clusters
  Score: Raw -117677287.666872 + Penalty 138362.130809 = -117538925.536063
  nChanged 18
Iteration 325Q (8390.300000 sec): 42 clusters
  Score: Raw -117677288.039297 + Penalty 138362.130809 = -117538925.908488
  nChanged 16
Iteration 326Q (8399.060000 sec): 42 clusters
  Score: Raw -117677288.343193 + Penalty 138362.130809 = -117538926.212383
  nChanged 13
Iteration 327Q (8407.960000 sec): 42 clusters
  Score: Raw -117677288.537879 + Penalty 138362.130809 = -117538926.407070
  nChanged 13
Iteration 328Q (8416.870000 sec): 42 clusters
  Score: Raw -117677288.674743 + Penalty 138362.130809 = -117538926.543933
  nChanged 4
Iteration 329Q (8425.740000 sec): 42 clusters
  Score: Raw -117677288.740136 + Penalty 138362.130809 = -117538926.609327
  nChanged 4
Iteration 330Q (8434.630000 sec): 42 clusters
  Score: Raw -117677288.781520 + Penalty 138362.130809 = -117538926.650711
  nChanged 4
Iteration 331Q (8443.540000 sec): 42 clusters
  Score: Raw -117677288.819532 + Penalty 138362.130809 = -117538926.688723
  nChanged 2
Iteration 332Q (8452.450000 sec): 42 clusters
  Score: Raw -117677288.830301 + Penalty 138362.130809 = -117538926.699492
  nChanged 1
Iteration 333Q (8461.350000 sec): 42 clusters
  Score: Raw -117677288.845431 + Penalty 138362.130809 = -117538926.714621
  nChanged 0
Iteration 334F (8502.920000 sec): 42 clusters
  Score: Raw -117677310.571852 + Penalty 138362.130809 = -117538948.441043
  nChanged 2
Iteration 335Q (8511.830000 sec): 42 clusters
  Score: Raw -117677339.408091 + Penalty 138362.130809 = -117538977.277282
  nChanged 1
Iteration 336Q (8520.760000 sec): 42 clusters
  Score: Raw -117677360.731460 + Penalty 138362.130809 = -117538998.600651
  nChanged 0
Iteration 337F (8561.890000 sec): 42 clusters
  Score: Raw -117677390.306012 + Penalty 138362.130809 = -117539028.175203
  nChanged 1
Iteration 338Q (8570.770000 sec): 42 clusters
  Score: Raw -117677402.597731 + Penalty 138362.130809 = -117539040.466922
  nChanged 0
Writing temp clu file 
Because OldScore, -117539028.175203, is greater than current (better) Score,-117539040.466922 
 Compute initial score before splitting:   Score: Raw -117677402.597731 + Penalty 138362.130809 = -117539040.466922
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8570.930000 sec): 2 clusters
  Score: Raw -1048183.648990 + Penalty 2200.863096 = -1045982.785895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8570.960000 sec): 3 clusters
  Score: Raw -1044431.731057 + Penalty 4401.726192 = -1040030.004865
  nChanged 2867
		SP:Iteration 1F (8570.990000 sec): 3 clusters
  Score: Raw -1045901.178262 + Penalty 4401.726192 = -1041499.452070
  nChanged 532
		SP:Iteration 2F (8571.010000 sec): 3 clusters
  Score: Raw -1046168.338734 + Penalty 4401.726192 = -1041766.612542
  nChanged 370
		SP:Iteration 3F (8571.040000 sec): 3 clusters
  Score: Raw -1046331.406856 + Penalty 4401.726192 = -1041929.680664
  nChanged 271
		SP:Iteration 4Q (8571.060000 sec): 3 clusters
  Score: Raw -1046444.101567 + Penalty 4401.726192 = -1042042.375376
  nChanged 232
		SP:Iteration 5Q (8571.090000 sec): 3 clusters
  Score: Raw -1046538.625493 + Penalty 4401.726192 = -1042136.899301
  nChanged 178
		SP:Iteration 6Q (8571.110000 sec): 3 clusters
  Score: Raw -1046601.399918 + Penalty 4401.726192 = -1042199.673726
  nChanged 151
		SP:Iteration 7Q (8571.140000 sec): 3 clusters
  Score: Raw -1046654.008813 + Penalty 4401.726192 = -1042252.282621
  nChanged 126
		SP:Iteration 8Q (8571.170000 sec): 3 clusters
  Score: Raw -1046697.422545 + Penalty 4401.726192 = -1042295.696353
  nChanged 129
		SP:Iteration 9Q (8571.190000 sec): 3 clusters
  Score: Raw -1046742.107163 + Penalty 4401.726192 = -1042340.380971
  nChanged 112
		SP:Iteration 10Q (8571.220000 sec): 3 clusters
  Score: Raw -1046780.359132 + Penalty 4401.726192 = -1042378.632940
  nChanged 118
		SP:Iteration 11Q (8571.240000 sec): 3 clusters
  Score: Raw -1046822.178287 + Penalty 4401.726192 = -1042420.452096
  nChanged 128
		SP:Iteration 12Q (8571.270000 sec): 3 clusters
  Score: Raw -1046866.972658 + Penalty 4401.726192 = -1042465.246467
  nChanged 136
		SP:Iteration 13Q (8571.290000 sec): 3 clusters
  Score: Raw -1046916.283960 + Penalty 4401.726192 = -1042514.557768
  nChanged 146
		SP:Iteration 14Q (8571.320000 sec): 3 clusters
  Score: Raw -1046979.751332 + Penalty 4401.726192 = -1042578.025140
  nChanged 166
		SP:Iteration 15Q (8571.350000 sec): 3 clusters
  Score: Raw -1047056.142941 + Penalty 4401.726192 = -1042654.416750
  nChanged 168
		SP:Iteration 16Q (8571.370000 sec): 3 clusters
  Score: Raw -1047131.535821 + Penalty 4401.726192 = -1042729.809629
  nChanged 178
		SP:Iteration 17Q (8571.400000 sec): 3 clusters
  Score: Raw -1047204.948593 + Penalty 4401.726192 = -1042803.222402
  nChanged 157
		SP:Iteration 18Q (8571.430000 sec): 3 clusters
  Score: Raw -1047272.846932 + Penalty 4401.726192 = -1042871.120741
  nChanged 181
		SP:Iteration 19Q (8571.450000 sec): 3 clusters
  Score: Raw -1047356.392063 + Penalty 4401.726192 = -1042954.665871
  nChanged 180
		SP:Iteration 20F (8571.480000 sec): 3 clusters
  Score: Raw -1047444.630447 + Penalty 4401.726192 = -1043042.904255
  nChanged 177
		SP:Iteration 21Q (8571.500000 sec): 3 clusters
  Score: Raw -1047541.731634 + Penalty 4401.726192 = -1043140.005442
  nChanged 203
		SP:Iteration 22Q (8571.530000 sec): 3 clusters
  Score: Raw -1047654.511753 + Penalty 4401.726192 = -1043252.785561
  nChanged 180
		SP:Iteration 23Q (8571.550000 sec): 3 clusters
  Score: Raw -1047746.520739 + Penalty 4401.726192 = -1043344.794547
  nChanged 159
		SP:Iteration 24Q (8571.580000 sec): 3 clusters
  Score: Raw -1047823.554719 + Penalty 4401.726192 = -1043421.828527
  nChanged 133
		SP:Iteration 25Q (8571.610000 sec): 3 clusters
  Score: Raw -1047886.293779 + Penalty 4401.726192 = -1043484.567587
  nChanged 107
		SP:Iteration 26Q (8571.630000 sec): 3 clusters
  Score: Raw -1047934.806456 + Penalty 4401.726192 = -1043533.080265
  nChanged 94
		SP:Iteration 27Q (8571.660000 sec): 3 clusters
  Score: Raw -1047977.763381 + Penalty 4401.726192 = -1043576.037189
  nChanged 78
		SP:Iteration 28Q (8571.690000 sec): 3 clusters
  Score: Raw -1048011.055905 + Penalty 4401.726192 = -1043609.329713
  nChanged 76
		SP:Iteration 29Q (8571.710000 sec): 3 clusters
  Score: Raw -1048046.093998 + Penalty 4401.726192 = -1043644.367806
  nChanged 59
		SP:Iteration 30Q (8571.730000 sec): 3 clusters
  Score: Raw -1048076.215744 + Penalty 4401.726192 = -1043674.489553
  nChanged 57
		SP:Iteration 31Q (8571.760000 sec): 3 clusters
  Score: Raw -1048106.115473 + Penalty 4401.726192 = -1043704.389281
  nChanged 60
		SP:Iteration 32Q (8571.800000 sec): 3 clusters
  Score: Raw -1048142.786944 + Penalty 4401.726192 = -1043741.060752
  nChanged 62
		SP:Iteration 33Q (8571.830000 sec): 3 clusters
  Score: Raw -1048174.103547 + Penalty 4401.726192 = -1043772.377355
  nChanged 61
		SP:Iteration 34Q (8571.850000 sec): 3 clusters
  Score: Raw -1048203.826423 + Penalty 4401.726192 = -1043802.100231
  nChanged 44
		SP:Iteration 35Q (8571.870000 sec): 3 clusters
  Score: Raw -1048227.961706 + Penalty 4401.726192 = -1043826.235515
  nChanged 40
		SP:Iteration 36Q (8571.900000 sec): 3 clusters
  Score: Raw -1048244.815251 + Penalty 4401.726192 = -1043843.089059
  nChanged 25
		SP:Iteration 37Q (8571.920000 sec): 3 clusters
  Score: Raw -1048257.596238 + Penalty 4401.726192 = -1043855.870046
  nChanged 29
		SP:Iteration 38Q (8571.950000 sec): 3 clusters
  Score: Raw -1048271.984282 + Penalty 4401.726192 = -1043870.258090
  nChanged 18
		SP:Iteration 39Q (8571.970000 sec): 3 clusters
  Score: Raw -1048281.793630 + Penalty 4401.726192 = -1043880.067438
  nChanged 19
		SP:Iteration 40F (8572.000000 sec): 3 clusters
  Score: Raw -1048293.719182 + Penalty 4401.726192 = -1043891.992990
  nChanged 24
		SP:Iteration 41Q (8572.020000 sec): 3 clusters
  Score: Raw -1048309.417334 + Penalty 4401.726192 = -1043907.691142
  nChanged 17
		SP:Iteration 42Q (8572.050000 sec): 3 clusters
  Score: Raw -1048319.874824 + Penalty 4401.726192 = -1043918.148633
  nChanged 12
		SP:Iteration 43Q (8572.070000 sec): 3 clusters
  Score: Raw -1048326.667028 + Penalty 4401.726192 = -1043924.940836
  nChanged 14
		SP:Iteration 44Q (8572.090000 sec): 3 clusters
  Score: Raw -1048336.005817 + Penalty 4401.726192 = -1043934.279626
  nChanged 13
		SP:Iteration 45Q (8572.120000 sec): 3 clusters
  Score: Raw -1048343.787698 + Penalty 4401.726192 = -1043942.061507
  nChanged 11
		SP:Iteration 46Q (8572.140000 sec): 3 clusters
  Score: Raw -1048350.060147 + Penalty 4401.726192 = -1043948.333955
  nChanged 7
		SP:Iteration 47Q (8572.160000 sec): 3 clusters
  Score: Raw -1048353.606226 + Penalty 4401.726192 = -1043951.880035
  nChanged 4
		SP:Iteration 48Q (8572.190000 sec): 3 clusters
  Score: Raw -1048355.413515 + Penalty 4401.726192 = -1043953.687323
  nChanged 4
		SP:Iteration 49Q (8572.210000 sec): 3 clusters
  Score: Raw -1048357.978435 + Penalty 4401.726192 = -1043956.252243
  nChanged 5
		SP:Iteration 50Q (8572.230000 sec): 3 clusters
  Score: Raw -1048361.097943 + Penalty 4401.726192 = -1043959.371752
  nChanged 4
		SP:Iteration 51Q (8572.260000 sec): 3 clusters
  Score: Raw -1048364.192674 + Penalty 4401.726192 = -1043962.466482
  nChanged 7
		SP:Iteration 52Q (8572.280000 sec): 3 clusters
  Score: Raw -1048368.758751 + Penalty 4401.726192 = -1043967.032560
  nChanged 14
		SP:Iteration 53Q (8572.310000 sec): 3 clusters
  Score: Raw -1048378.921182 + Penalty 4401.726192 = -1043977.194990
  nChanged 15
		SP:Iteration 54Q (8572.330000 sec): 3 clusters
  Score: Raw -1048388.036210 + Penalty 4401.726192 = -1043986.310018
  nChanged 10
		SP:Iteration 55Q (8572.350000 sec): 3 clusters
  Score: Raw -1048394.005039 + Penalty 4401.726192 = -1043992.278847
  nChanged 5
		SP:Iteration 56Q (8572.370000 sec): 3 clusters
  Score: Raw -1048397.249611 + Penalty 4401.726192 = -1043995.523419
  nChanged 6
		SP:Iteration 57Q (8572.400000 sec): 3 clusters
  Score: Raw -1048401.645003 + Penalty 4401.726192 = -1043999.918812
  nChanged 8
		SP:Iteration 58Q (8572.420000 sec): 3 clusters
  Score: Raw -1048406.763784 + Penalty 4401.726192 = -1044005.037593
  nChanged 7
		SP:Iteration 59Q (8572.440000 sec): 3 clusters
  Score: Raw -1048413.873521 + Penalty 4401.726192 = -1044012.147329
  nChanged 5
		SP:Iteration 60F (8572.470000 sec): 3 clusters
  Score: Raw -1048416.433002 + Penalty 4401.726192 = -1044014.706811
  nChanged 7
		SP:Iteration 61Q (8572.490000 sec): 3 clusters
  Score: Raw -1048421.994072 + Penalty 4401.726192 = -1044020.267881
  nChanged 6
		SP:Iteration 62Q (8572.510000 sec): 3 clusters
  Score: Raw -1048425.323147 + Penalty 4401.726192 = -1044023.596955
  nChanged 3
		SP:Iteration 63Q (8572.540000 sec): 3 clusters
  Score: Raw -1048427.398584 + Penalty 4401.726192 = -1044025.672393
  nChanged 5
		SP:Iteration 64Q (8572.560000 sec): 3 clusters
  Score: Raw -1048431.615888 + Penalty 4401.726192 = -1044029.889696
  nChanged 6
		SP:Iteration 65Q (8572.580000 sec): 3 clusters
  Score: Raw -1048436.855863 + Penalty 4401.726192 = -1044035.129671
  nChanged 6
		SP:Iteration 66Q (8572.610000 sec): 3 clusters
  Score: Raw -1048441.642292 + Penalty 4401.726192 = -1044039.916100
  nChanged 8
		SP:Iteration 67Q (8572.630000 sec): 3 clusters
  Score: Raw -1048449.116318 + Penalty 4401.726192 = -1044047.390126
  nChanged 7
		SP:Iteration 68Q (8572.650000 sec): 3 clusters
  Score: Raw -1048451.950037 + Penalty 4401.726192 = -1044050.223845
  nChanged 3
		SP:Iteration 69Q (8572.670000 sec): 3 clusters
  Score: Raw -1048453.195340 + Penalty 4401.726192 = -1044051.469148
  nChanged 3
		SP:Iteration 70Q (8572.700000 sec): 3 clusters
  Score: Raw -1048455.736304 + Penalty 4401.726192 = -1044054.010113
  nChanged 5
		SP:Iteration 71Q (8572.720000 sec): 3 clusters
  Score: Raw -1048459.640120 + Penalty 4401.726192 = -1044057.913928
  nChanged 6
		SP:Iteration 72Q (8572.740000 sec): 3 clusters
  Score: Raw -1048463.017348 + Penalty 4401.726192 = -1044061.291156
  nChanged 2
		SP:Iteration 73Q (8572.770000 sec): 3 clusters
  Score: Raw -1048464.978434 + Penalty 4401.726192 = -1044063.252243
  nChanged 4
		SP:Iteration 74Q (8572.790000 sec): 3 clusters
  Score: Raw -1048467.490413 + Penalty 4401.726192 = -1044065.764222
  nChanged 3
		SP:Iteration 75Q (8572.810000 sec): 3 clusters
  Score: Raw -1048468.690737 + Penalty 4401.726192 = -1044066.964545
  nChanged 0
		SP:Iteration 76F (8572.830000 sec): 3 clusters
  Score: Raw -1048468.690737 + Penalty 4401.726192 = -1044066.964545
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8572.860000 sec): 2 clusters
  Score: Raw -1106221.456500 + Penalty 2217.924743 = -1104003.531757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8572.890000 sec): 3 clusters
  Score: Raw -1102246.538105 + Penalty 4435.849487 = -1097810.688618
  nChanged 3103
		SP:Iteration 1F (8572.910000 sec): 3 clusters
  Score: Raw -1103887.081682 + Penalty 4435.849487 = -1099451.232196
  nChanged 586
		SP:Iteration 2F (8572.940000 sec): 3 clusters
  Score: Raw -1104225.015172 + Penalty 4435.849487 = -1099789.165686
  nChanged 458
		SP:Iteration 3F (8572.970000 sec): 3 clusters
  Score: Raw -1104484.592255 + Penalty 4435.849487 = -1100048.742768
  nChanged 354
		SP:Iteration 4Q (8572.990000 sec): 3 clusters
  Score: Raw -1104677.290858 + Penalty 4435.849487 = -1100241.441372
  nChanged 318
		SP:Iteration 5Q (8573.020000 sec): 3 clusters
  Score: Raw -1104829.014360 + Penalty 4435.849487 = -1100393.164873
  nChanged 255
		SP:Iteration 6Q (8573.050000 sec): 3 clusters
  Score: Raw -1104951.309083 + Penalty 4435.849487 = -1100515.459596
  nChanged 222
		SP:Iteration 7Q (8573.070000 sec): 3 clusters
  Score: Raw -1105054.002772 + Penalty 4435.849487 = -1100618.153285
  nChanged 211
		SP:Iteration 8Q (8573.100000 sec): 3 clusters
  Score: Raw -1105155.140271 + Penalty 4435.849487 = -1100719.290784
  nChanged 209
		SP:Iteration 9Q (8573.130000 sec): 3 clusters
  Score: Raw -1105260.103125 + Penalty 4435.849487 = -1100824.253638
  nChanged 200
		SP:Iteration 10Q (8573.150000 sec): 3 clusters
  Score: Raw -1105363.290951 + Penalty 4435.849487 = -1100927.441464
  nChanged 211
		SP:Iteration 11Q (8573.180000 sec): 3 clusters
  Score: Raw -1105471.414152 + Penalty 4435.849487 = -1101035.564665
  nChanged 191
		SP:Iteration 12Q (8573.210000 sec): 3 clusters
  Score: Raw -1105568.840416 + Penalty 4435.849487 = -1101132.990929
  nChanged 176
		SP:Iteration 13Q (8573.230000 sec): 3 clusters
  Score: Raw -1105651.980213 + Penalty 4435.849487 = -1101216.130726
  nChanged 166
		SP:Iteration 14Q (8573.260000 sec): 3 clusters
  Score: Raw -1105737.612345 + Penalty 4435.849487 = -1101301.762858
  nChanged 179
		SP:Iteration 15Q (8573.290000 sec): 3 clusters
  Score: Raw -1105829.150206 + Penalty 4435.849487 = -1101393.300720
  nChanged 155
		SP:Iteration 16Q (8573.310000 sec): 3 clusters
  Score: Raw -1105895.146978 + Penalty 4435.849487 = -1101459.297491
  nChanged 107
		SP:Iteration 17Q (8573.340000 sec): 3 clusters
  Score: Raw -1105941.052978 + Penalty 4435.849487 = -1101505.203492
  nChanged 100
		SP:Iteration 18Q (8573.370000 sec): 3 clusters
  Score: Raw -1105985.337908 + Penalty 4435.849487 = -1101549.488421
  nChanged 98
		SP:Iteration 19Q (8573.390000 sec): 3 clusters
  Score: Raw -1106025.675989 + Penalty 4435.849487 = -1101589.826502
  nChanged 80
		SP:Iteration 20F (8573.420000 sec): 3 clusters
  Score: Raw -1106060.547673 + Penalty 4435.849487 = -1101624.698186
  nChanged 84
		SP:Iteration 21Q (8573.440000 sec): 3 clusters
  Score: Raw -1106093.521777 + Penalty 4435.849487 = -1101657.672291
  nChanged 71
		SP:Iteration 22Q (8573.470000 sec): 3 clusters
  Score: Raw -1106116.702120 + Penalty 4435.849487 = -1101680.852633
  nChanged 61
		SP:Iteration 23Q (8573.490000 sec): 3 clusters
  Score: Raw -1106138.287239 + Penalty 4435.849487 = -1101702.437752
  nChanged 57
		SP:Iteration 24Q (8573.520000 sec): 3 clusters
  Score: Raw -1106157.301640 + Penalty 4435.849487 = -1101721.452153
  nChanged 49
		SP:Iteration 25Q (8573.550000 sec): 3 clusters
  Score: Raw -1106171.849832 + Penalty 4435.849487 = -1101736.000345
  nChanged 41
		SP:Iteration 26Q (8573.570000 sec): 3 clusters
  Score: Raw -1106185.017972 + Penalty 4435.849487 = -1101749.168485
  nChanged 52
		SP:Iteration 27Q (8573.590000 sec): 3 clusters
  Score: Raw -1106200.819244 + Penalty 4435.849487 = -1101764.969757
  nChanged 41
		SP:Iteration 28Q (8573.620000 sec): 3 clusters
  Score: Raw -1106216.231362 + Penalty 4435.849487 = -1101780.381875
  nChanged 45
		SP:Iteration 29Q (8573.650000 sec): 3 clusters
  Score: Raw -1106232.425422 + Penalty 4435.849487 = -1101796.575935
  nChanged 50
		SP:Iteration 30Q (8573.670000 sec): 3 clusters
  Score: Raw -1106254.268676 + Penalty 4435.849487 = -1101818.419189
  nChanged 53
		SP:Iteration 31Q (8573.690000 sec): 3 clusters
  Score: Raw -1106273.112978 + Penalty 4435.849487 = -1101837.263491
  nChanged 40
		SP:Iteration 32Q (8573.720000 sec): 3 clusters
  Score: Raw -1106286.591392 + Penalty 4435.849487 = -1101850.741905
  nChanged 34
		SP:Iteration 33Q (8573.750000 sec): 3 clusters
  Score: Raw -1106296.345783 + Penalty 4435.849487 = -1101860.496296
  nChanged 27
		SP:Iteration 34Q (8573.770000 sec): 3 clusters
  Score: Raw -1106305.902187 + Penalty 4435.849487 = -1101870.052700
  nChanged 34
		SP:Iteration 35Q (8573.790000 sec): 3 clusters
  Score: Raw -1106317.046410 + Penalty 4435.849487 = -1101881.196923
  nChanged 28
		SP:Iteration 36Q (8573.820000 sec): 3 clusters
  Score: Raw -1106325.768581 + Penalty 4435.849487 = -1101889.919094
  nChanged 21
		SP:Iteration 37Q (8573.850000 sec): 3 clusters
  Score: Raw -1106331.991425 + Penalty 4435.849487 = -1101896.141938
  nChanged 27
		SP:Iteration 38Q (8573.870000 sec): 3 clusters
  Score: Raw -1106339.206951 + Penalty 4435.849487 = -1101903.357464
  nChanged 23
		SP:Iteration 39Q (8573.890000 sec): 3 clusters
  Score: Raw -1106346.817645 + Penalty 4435.849487 = -1101910.968159
  nChanged 26
		SP:Iteration 40F (8573.920000 sec): 3 clusters
  Score: Raw -1106354.687404 + Penalty 4435.849487 = -1101918.837917
  nChanged 29
		SP:Iteration 41Q (8573.950000 sec): 3 clusters
  Score: Raw -1106361.686351 + Penalty 4435.849487 = -1101925.836864
  nChanged 32
		SP:Iteration 42Q (8573.970000 sec): 3 clusters
  Score: Raw -1106372.416633 + Penalty 4435.849487 = -1101936.567146
  nChanged 29
		SP:Iteration 43Q (8573.990000 sec): 3 clusters
  Score: Raw -1106380.929139 + Penalty 4435.849487 = -1101945.079652
  nChanged 20
		SP:Iteration 44Q (8574.020000 sec): 3 clusters
  Score: Raw -1106385.724969 + Penalty 4435.849487 = -1101949.875482
  nChanged 18
		SP:Iteration 45Q (8574.040000 sec): 3 clusters
  Score: Raw -1106392.793914 + Penalty 4435.849487 = -1101956.944427
  nChanged 23
		SP:Iteration 46Q (8574.070000 sec): 3 clusters
  Score: Raw -1106399.758324 + Penalty 4435.849487 = -1101963.908837
  nChanged 25
		SP:Iteration 47Q (8574.090000 sec): 3 clusters
  Score: Raw -1106407.427134 + Penalty 4435.849487 = -1101971.577647
  nChanged 28
		SP:Iteration 48Q (8574.110000 sec): 3 clusters
  Score: Raw -1106417.400322 + Penalty 4435.849487 = -1101981.550835
  nChanged 32
		SP:Iteration 49Q (8574.140000 sec): 3 clusters
  Score: Raw -1106428.355474 + Penalty 4435.849487 = -1101992.505987
  nChanged 25
		SP:Iteration 50Q (8574.160000 sec): 3 clusters
  Score: Raw -1106435.379268 + Penalty 4435.849487 = -1101999.529781
  nChanged 22
		SP:Iteration 51Q (8574.190000 sec): 3 clusters
  Score: Raw -1106441.699734 + Penalty 4435.849487 = -1102005.850248
  nChanged 24
		SP:Iteration 52Q (8574.210000 sec): 3 clusters
  Score: Raw -1106450.389318 + Penalty 4435.849487 = -1102014.539831
  nChanged 30
		SP:Iteration 53Q (8574.230000 sec): 3 clusters
  Score: Raw -1106463.336278 + Penalty 4435.849487 = -1102027.486791
  nChanged 33
		SP:Iteration 54Q (8574.260000 sec): 3 clusters
  Score: Raw -1106476.834742 + Penalty 4435.849487 = -1102040.985255
  nChanged 32
		SP:Iteration 55Q (8574.280000 sec): 3 clusters
  Score: Raw -1106489.269682 + Penalty 4435.849487 = -1102053.420195
  nChanged 31
		SP:Iteration 56Q (8574.310000 sec): 3 clusters
  Score: Raw -1106502.674559 + Penalty 4435.849487 = -1102066.825072
  nChanged 30
		SP:Iteration 57Q (8574.330000 sec): 3 clusters
  Score: Raw -1106513.495407 + Penalty 4435.849487 = -1102077.645920
  nChanged 28
		SP:Iteration 58Q (8574.350000 sec): 3 clusters
  Score: Raw -1106525.401234 + Penalty 4435.849487 = -1102089.551747
  nChanged 23
		SP:Iteration 59Q (8574.380000 sec): 3 clusters
  Score: Raw -1106532.343900 + Penalty 4435.849487 = -1102096.494414
  nChanged 21
		SP:Iteration 60F (8574.400000 sec): 3 clusters
  Score: Raw -1106541.816663 + Penalty 4435.849487 = -1102105.967176
  nChanged 26
		SP:Iteration 61Q (8574.430000 sec): 3 clusters
  Score: Raw -1106552.776481 + Penalty 4435.849487 = -1102116.926994
  nChanged 32
		SP:Iteration 62Q (8574.450000 sec): 3 clusters
  Score: Raw -1106566.570172 + Penalty 4435.849487 = -1102130.720685
  nChanged 23
		SP:Iteration 63Q (8574.470000 sec): 3 clusters
  Score: Raw -1106577.531609 + Penalty 4435.849487 = -1102141.682123
  nChanged 25
		SP:Iteration 64Q (8574.500000 sec): 3 clusters
  Score: Raw -1106587.859436 + Penalty 4435.849487 = -1102152.009949
  nChanged 26
		SP:Iteration 65Q (8574.520000 sec): 3 clusters
  Score: Raw -1106600.121168 + Penalty 4435.849487 = -1102164.271682
  nChanged 29
		SP:Iteration 66Q (8574.540000 sec): 3 clusters
  Score: Raw -1106617.359139 + Penalty 4435.849487 = -1102181.509652
  nChanged 39
		SP:Iteration 67Q (8574.570000 sec): 3 clusters
  Score: Raw -1106635.119974 + Penalty 4435.849487 = -1102199.270487
  nChanged 32
		SP:Iteration 68Q (8574.590000 sec): 3 clusters
  Score: Raw -1106653.867330 + Penalty 4435.849487 = -1102218.017843
  nChanged 30
		SP:Iteration 69Q (8574.610000 sec): 3 clusters
  Score: Raw -1106669.216020 + Penalty 4435.849487 = -1102233.366533
  nChanged 27
		SP:Iteration 70Q (8574.630000 sec): 3 clusters
  Score: Raw -1106681.509726 + Penalty 4435.849487 = -1102245.660239
  nChanged 30
		SP:Iteration 71Q (8574.660000 sec): 3 clusters
  Score: Raw -1106697.790979 + Penalty 4435.849487 = -1102261.941492
  nChanged 29
		SP:Iteration 72Q (8574.680000 sec): 3 clusters
  Score: Raw -1106710.109032 + Penalty 4435.849487 = -1102274.259545
  nChanged 24
		SP:Iteration 73Q (8574.700000 sec): 3 clusters
  Score: Raw -1106721.879336 + Penalty 4435.849487 = -1102286.029850
  nChanged 23
		SP:Iteration 74Q (8574.720000 sec): 3 clusters
  Score: Raw -1106732.851793 + Penalty 4435.849487 = -1102297.002307
  nChanged 20
		SP:Iteration 75Q (8574.750000 sec): 3 clusters
  Score: Raw -1106742.176809 + Penalty 4435.849487 = -1102306.327322
  nChanged 20
		SP:Iteration 76Q (8574.770000 sec): 3 clusters
  Score: Raw -1106752.320677 + Penalty 4435.849487 = -1102316.471190
  nChanged 17
		SP:Iteration 77Q (8574.790000 sec): 3 clusters
  Score: Raw -1106758.719699 + Penalty 4435.849487 = -1102322.870212
  nChanged 11
		SP:Iteration 78Q (8574.810000 sec): 3 clusters
  Score: Raw -1106762.511220 + Penalty 4435.849487 = -1102326.661733
  nChanged 13
		SP:Iteration 79Q (8574.830000 sec): 3 clusters
  Score: Raw -1106768.441492 + Penalty 4435.849487 = -1102332.592005
  nChanged 14
		SP:Iteration 80F (8574.860000 sec): 3 clusters
  Score: Raw -1106773.017206 + Penalty 4435.849487 = -1102337.167719
  nChanged 9
		SP:Iteration 81Q (8574.880000 sec): 3 clusters
  Score: Raw -1106777.604436 + Penalty 4435.849487 = -1102341.754949
  nChanged 10
		SP:Iteration 82Q (8574.910000 sec): 3 clusters
  Score: Raw -1106781.503638 + Penalty 4435.849487 = -1102345.654152
  nChanged 5
		SP:Iteration 83Q (8574.930000 sec): 3 clusters
  Score: Raw -1106782.839337 + Penalty 4435.849487 = -1102346.989850
  nChanged 4
		SP:Iteration 84Q (8574.950000 sec): 3 clusters
  Score: Raw -1106784.487160 + Penalty 4435.849487 = -1102348.637673
  nChanged 6
		SP:Iteration 85Q (8574.970000 sec): 3 clusters
  Score: Raw -1106786.974047 + Penalty 4435.849487 = -1102351.124560
  nChanged 6
		SP:Iteration 86Q (8574.990000 sec): 3 clusters
  Score: Raw -1106788.870878 + Penalty 4435.849487 = -1102353.021391
  nChanged 3
		SP:Iteration 87Q (8575.020000 sec): 3 clusters
  Score: Raw -1106789.554410 + Penalty 4435.849487 = -1102353.704923
  nChanged 0
		SP:Iteration 88F (8575.040000 sec): 3 clusters
  Score: Raw -1106789.554410 + Penalty 4435.849487 = -1102353.704923
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8575.130000 sec): 2 clusters
  Score: Raw -4024112.096684 + Penalty 2532.694661 = -4021579.402023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8575.230000 sec): 3 clusters
  Score: Raw -4007901.053187 + Penalty 5065.389321 = -4002835.663866
  nChanged 12271
		SP:Iteration 1F (8575.330000 sec): 3 clusters
  Score: Raw -4014304.484709 + Penalty 5065.389321 = -4009239.095387
  nChanged 1296
		SP:Iteration 2Q (8575.430000 sec): 3 clusters
  Score: Raw -4014704.290940 + Penalty 5065.389321 = -4009638.901618
  nChanged 1129
		SP:Iteration 3Q (8575.530000 sec): 3 clusters
  Score: Raw -4015040.531056 + Penalty 5065.389321 = -4009975.141735
  nChanged 1016
		SP:Iteration 4Q (8575.630000 sec): 3 clusters
  Score: Raw -4015324.939549 + Penalty 5065.389321 = -4010259.550228
  nChanged 894
		SP:Iteration 5Q (8575.740000 sec): 3 clusters
  Score: Raw -4015581.957350 + Penalty 5065.389321 = -4010516.568029
  nChanged 852
		SP:Iteration 6Q (8575.840000 sec): 3 clusters
  Score: Raw -4015844.894236 + Penalty 5065.389321 = -4010779.504915
  nChanged 890
		SP:Iteration 7Q (8575.940000 sec): 3 clusters
  Score: Raw -4016153.517596 + Penalty 5065.389321 = -4011088.128275
  nChanged 986
		SP:Iteration 8Q (8576.040000 sec): 3 clusters
  Score: Raw -4016547.095819 + Penalty 5065.389321 = -4011481.706497
  nChanged 1140
		SP:Iteration 9Q (8576.140000 sec): 3 clusters
  Score: Raw -4017091.384030 + Penalty 5065.389321 = -4012025.994708
  nChanged 1384
		SP:Iteration 10F (8576.230000 sec): 3 clusters
  Score: Raw -4017910.807849 + Penalty 5065.389321 = -4012845.418528
  nChanged 1686
		SP:Iteration 11F (8576.330000 sec): 3 clusters
  Score: Raw -4019122.481658 + Penalty 5065.389321 = -4014057.092337
  nChanged 1766
		SP:Iteration 12F (8576.420000 sec): 3 clusters
  Score: Raw -4020554.104907 + Penalty 5065.389321 = -4015488.715586
  nChanged 1638
		SP:Iteration 13F (8576.510000 sec): 3 clusters
  Score: Raw -4022018.912853 + Penalty 5065.389321 = -4016953.523532
  nChanged 1189
		SP:Iteration 14Q (8576.600000 sec): 3 clusters
  Score: Raw -4023103.117804 + Penalty 5065.389321 = -4018037.728482
  nChanged 691
		SP:Iteration 15Q (8576.690000 sec): 3 clusters
  Score: Raw -4023750.844906 + Penalty 5065.389321 = -4018685.455585
  nChanged 348
		SP:Iteration 16Q (8576.760000 sec): 3 clusters
  Score: Raw -4024071.942234 + Penalty 5065.389321 = -4019006.552913
  nChanged 170
		SP:Iteration 17Q (8576.830000 sec): 3 clusters
  Score: Raw -4024238.268289 + Penalty 5065.389321 = -4019172.878968
  nChanged 96
		SP:Iteration 18Q (8576.900000 sec): 3 clusters
  Score: Raw -4024337.478425 + Penalty 5065.389321 = -4019272.089103
  nChanged 59
		SP:Iteration 19Q (8576.970000 sec): 3 clusters
  Score: Raw -4024396.296202 + Penalty 5065.389321 = -4019330.906881
  nChanged 40
		SP:Iteration 20F (8577.070000 sec): 3 clusters
  Score: Raw -4024432.380105 + Penalty 5065.389321 = -4019366.990784
  nChanged 27
		SP:Iteration 21Q (8577.130000 sec): 3 clusters
  Score: Raw -4024459.321632 + Penalty 5065.389321 = -4019393.932311
  nChanged 23
		SP:Iteration 22Q (8577.200000 sec): 3 clusters
  Score: Raw -4024477.687624 + Penalty 5065.389321 = -4019412.298303
  nChanged 21
		SP:Iteration 23Q (8577.270000 sec): 3 clusters
  Score: Raw -4024493.606450 + Penalty 5065.389321 = -4019428.217128
  nChanged 11
		SP:Iteration 24Q (8577.330000 sec): 3 clusters
  Score: Raw -4024501.707234 + Penalty 5065.389321 = -4019436.317913
  nChanged 8
		SP:Iteration 25Q (8577.400000 sec): 3 clusters
  Score: Raw -4024508.094325 + Penalty 5065.389321 = -4019442.705004
  nChanged 3
		SP:Iteration 26Q (8577.470000 sec): 3 clusters
  Score: Raw -4024510.152543 + Penalty 5065.389321 = -4019444.763222
  nChanged 1
		SP:Iteration 27Q (8577.540000 sec): 3 clusters
  Score: Raw -4024511.333131 + Penalty 5065.389321 = -4019445.943809
  nChanged 0
		SP:Iteration 28F (8577.630000 sec): 3 clusters
  Score: Raw -4024511.333131 + Penalty 5065.389321 = -4019445.943809
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8577.710000 sec): 2 clusters
  Score: Raw -3338101.850046 + Penalty 2502.075052 = -3335599.774994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8577.790000 sec): 3 clusters
  Score: Raw -3324002.424596 + Penalty 5004.150104 = -3318998.274492
  nChanged 10635
		SP:Iteration 1F (8577.880000 sec): 3 clusters
  Score: Raw -3329957.080198 + Penalty 5004.150104 = -3324952.930094
  nChanged 1308
		SP:Iteration 2F (8577.960000 sec): 3 clusters
  Score: Raw -3330495.463546 + Penalty 5004.150104 = -3325491.313442
  nChanged 1207
		SP:Iteration 3F (8578.050000 sec): 3 clusters
  Score: Raw -3331003.770349 + Penalty 5004.150104 = -3325999.620245
  nChanged 1138
		SP:Iteration 4Q (8578.130000 sec): 3 clusters
  Score: Raw -3331471.811964 + Penalty 5004.150104 = -3326467.661860
  nChanged 1035
		SP:Iteration 5Q (8578.220000 sec): 3 clusters
  Score: Raw -3331898.261521 + Penalty 5004.150104 = -3326894.111417
  nChanged 1004
		SP:Iteration 6Q (8578.310000 sec): 3 clusters
  Score: Raw -3332299.940681 + Penalty 5004.150104 = -3327295.790577
  nChanged 925
		SP:Iteration 7Q (8578.390000 sec): 3 clusters
  Score: Raw -3332688.323075 + Penalty 5004.150104 = -3327684.172971
  nChanged 911
		SP:Iteration 8Q (8578.480000 sec): 3 clusters
  Score: Raw -3333111.896710 + Penalty 5004.150104 = -3328107.746606
  nChanged 913
		SP:Iteration 9Q (8578.570000 sec): 3 clusters
  Score: Raw -3333577.601537 + Penalty 5004.150104 = -3328573.451433
  nChanged 901
		SP:Iteration 10Q (8578.660000 sec): 3 clusters
  Score: Raw -3334049.129650 + Penalty 5004.150104 = -3329044.979545
  nChanged 874
		SP:Iteration 11Q (8578.750000 sec): 3 clusters
  Score: Raw -3334566.321731 + Penalty 5004.150104 = -3329562.171626
  nChanged 852
		SP:Iteration 12Q (8578.830000 sec): 3 clusters
  Score: Raw -3335088.454639 + Penalty 5004.150104 = -3330084.304535
  nChanged 831
		SP:Iteration 13Q (8578.920000 sec): 3 clusters
  Score: Raw -3335568.199634 + Penalty 5004.150104 = -3330564.049529
  nChanged 719
		SP:Iteration 14Q (8579.010000 sec): 3 clusters
  Score: Raw -3335933.336871 + Penalty 5004.150104 = -3330929.186767
  nChanged 531
		SP:Iteration 15Q (8579.090000 sec): 3 clusters
  Score: Raw -3336153.020010 + Penalty 5004.150104 = -3331148.869906
  nChanged 437
		SP:Iteration 16Q (8579.170000 sec): 3 clusters
  Score: Raw -3336322.626916 + Penalty 5004.150104 = -3331318.476811
  nChanged 365
		SP:Iteration 17Q (8579.250000 sec): 3 clusters
  Score: Raw -3336467.980366 + Penalty 5004.150104 = -3331463.830262
  nChanged 355
		SP:Iteration 18Q (8579.330000 sec): 3 clusters
  Score: Raw -3336604.553498 + Penalty 5004.150104 = -3331600.403393
  nChanged 351
		SP:Iteration 19Q (8579.410000 sec): 3 clusters
  Score: Raw -3336742.958467 + Penalty 5004.150104 = -3331738.808362
  nChanged 330
		SP:Iteration 20F (8579.490000 sec): 3 clusters
  Score: Raw -3336858.101740 + Penalty 5004.150104 = -3331853.951635
  nChanged 301
		SP:Iteration 21Q (8579.570000 sec): 3 clusters
  Score: Raw -3336960.679839 + Penalty 5004.150104 = -3331956.529735
  nChanged 275
		SP:Iteration 22Q (8579.640000 sec): 3 clusters
  Score: Raw -3337054.662185 + Penalty 5004.150104 = -3332050.512081
  nChanged 274
		SP:Iteration 23Q (8579.720000 sec): 3 clusters
  Score: Raw -3337157.980762 + Penalty 5004.150104 = -3332153.830658
  nChanged 248
		SP:Iteration 24Q (8579.790000 sec): 3 clusters
  Score: Raw -3337243.734430 + Penalty 5004.150104 = -3332239.584326
  nChanged 233
		SP:Iteration 25Q (8579.870000 sec): 3 clusters
  Score: Raw -3337321.060851 + Penalty 5004.150104 = -3332316.910747
  nChanged 245
		SP:Iteration 26Q (8579.950000 sec): 3 clusters
  Score: Raw -3337405.816780 + Penalty 5004.150104 = -3332401.666676
  nChanged 219
		SP:Iteration 27Q (8580.030000 sec): 3 clusters
  Score: Raw -3337472.532096 + Penalty 5004.150104 = -3332468.381991
  nChanged 185
		SP:Iteration 28Q (8580.100000 sec): 3 clusters
  Score: Raw -3337525.394362 + Penalty 5004.150104 = -3332521.244258
  nChanged 179
		SP:Iteration 29Q (8580.170000 sec): 3 clusters
  Score: Raw -3337576.637937 + Penalty 5004.150104 = -3332572.487833
  nChanged 164
		SP:Iteration 30Q (8580.250000 sec): 3 clusters
  Score: Raw -3337619.830796 + Penalty 5004.150104 = -3332615.680692
  nChanged 165
		SP:Iteration 31Q (8580.330000 sec): 3 clusters
  Score: Raw -3337670.569304 + Penalty 5004.150104 = -3332666.419200
  nChanged 166
		SP:Iteration 32Q (8580.400000 sec): 3 clusters
  Score: Raw -3337717.212000 + Penalty 5004.150104 = -3332713.061896
  nChanged 155
		SP:Iteration 33Q (8580.470000 sec): 3 clusters
  Score: Raw -3337760.134413 + Penalty 5004.150104 = -3332755.984309
  nChanged 141
		SP:Iteration 34Q (8580.550000 sec): 3 clusters
  Score: Raw -3337804.666007 + Penalty 5004.150104 = -3332800.515903
  nChanged 166
		SP:Iteration 35Q (8580.620000 sec): 3 clusters
  Score: Raw -3337862.616541 + Penalty 5004.150104 = -3332858.466437
  nChanged 160
		SP:Iteration 36Q (8580.690000 sec): 3 clusters
  Score: Raw -3337917.905978 + Penalty 5004.150104 = -3332913.755873
  nChanged 142
		SP:Iteration 37Q (8580.770000 sec): 3 clusters
  Score: Raw -3337966.640148 + Penalty 5004.150104 = -3332962.490044
  nChanged 142
		SP:Iteration 38Q (8580.840000 sec): 3 clusters
  Score: Raw -3338008.941754 + Penalty 5004.150104 = -3333004.791649
  nChanged 123
		SP:Iteration 39Q (8580.910000 sec): 3 clusters
  Score: Raw -3338049.680167 + Penalty 5004.150104 = -3333045.530063
  nChanged 105
		SP:Iteration 40F (8581.000000 sec): 3 clusters
  Score: Raw -3338082.285901 + Penalty 5004.150104 = -3333078.135797
  nChanged 114
		SP:Iteration 41Q (8581.070000 sec): 3 clusters
  Score: Raw -3338120.519193 + Penalty 5004.150104 = -3333116.369089
  nChanged 89
		SP:Iteration 42Q (8581.140000 sec): 3 clusters
  Score: Raw -3338150.493460 + Penalty 5004.150104 = -3333146.343356
  nChanged 91
		SP:Iteration 43Q (8581.210000 sec): 3 clusters
  Score: Raw -3338183.265680 + Penalty 5004.150104 = -3333179.115576
  nChanged 76
		SP:Iteration 44Q (8581.270000 sec): 3 clusters
  Score: Raw -3338210.204261 + Penalty 5004.150104 = -3333206.054157
  nChanged 75
		SP:Iteration 45Q (8581.340000 sec): 3 clusters
  Score: Raw -3338232.112921 + Penalty 5004.150104 = -3333227.962817
  nChanged 81
		SP:Iteration 46Q (8581.410000 sec): 3 clusters
  Score: Raw -3338259.142424 + Penalty 5004.150104 = -3333254.992320
  nChanged 82
		SP:Iteration 47Q (8581.480000 sec): 3 clusters
  Score: Raw -3338292.482232 + Penalty 5004.150104 = -3333288.332128
  nChanged 82
		SP:Iteration 48Q (8581.550000 sec): 3 clusters
  Score: Raw -3338320.860382 + Penalty 5004.150104 = -3333316.710277
  nChanged 77
		SP:Iteration 49Q (8581.620000 sec): 3 clusters
  Score: Raw -3338341.373924 + Penalty 5004.150104 = -3333337.223820
  nChanged 52
		SP:Iteration 50Q (8581.680000 sec): 3 clusters
  Score: Raw -3338354.668711 + Penalty 5004.150104 = -3333350.518607
  nChanged 41
		SP:Iteration 51Q (8581.750000 sec): 3 clusters
  Score: Raw -3338364.122180 + Penalty 5004.150104 = -3333359.972076
  nChanged 36
		SP:Iteration 52Q (8581.820000 sec): 3 clusters
  Score: Raw -3338372.569597 + Penalty 5004.150104 = -3333368.419493
  nChanged 34
		SP:Iteration 53Q (8581.880000 sec): 3 clusters
  Score: Raw -3338380.103225 + Penalty 5004.150104 = -3333375.953121
  nChanged 36
		SP:Iteration 54Q (8581.950000 sec): 3 clusters
  Score: Raw -3338388.146954 + Penalty 5004.150104 = -3333383.996849
  nChanged 19
		SP:Iteration 55Q (8582.010000 sec): 3 clusters
  Score: Raw -3338392.531027 + Penalty 5004.150104 = -3333388.380922
  nChanged 18
		SP:Iteration 56Q (8582.080000 sec): 3 clusters
  Score: Raw -3338397.729134 + Penalty 5004.150104 = -3333393.579029
  nChanged 22
		SP:Iteration 57Q (8582.140000 sec): 3 clusters
  Score: Raw -3338402.961344 + Penalty 5004.150104 = -3333398.811240
  nChanged 20
		SP:Iteration 58Q (8582.210000 sec): 3 clusters
  Score: Raw -3338407.668865 + Penalty 5004.150104 = -3333403.518760
  nChanged 23
		SP:Iteration 59Q (8582.280000 sec): 3 clusters
  Score: Raw -3338412.253454 + Penalty 5004.150104 = -3333408.103349
  nChanged 16
		SP:Iteration 60F (8582.360000 sec): 3 clusters
  Score: Raw -3338415.188547 + Penalty 5004.150104 = -3333411.038443
  nChanged 13
		SP:Iteration 61Q (8582.420000 sec): 3 clusters
  Score: Raw -3338418.956863 + Penalty 5004.150104 = -3333414.806759
  nChanged 24
		SP:Iteration 62Q (8582.490000 sec): 3 clusters
  Score: Raw -3338425.136702 + Penalty 5004.150104 = -3333420.986598
  nChanged 16
		SP:Iteration 63Q (8582.560000 sec): 3 clusters
  Score: Raw -3338428.787490 + Penalty 5004.150104 = -3333424.637386
  nChanged 10
		SP:Iteration 64Q (8582.620000 sec): 3 clusters
  Score: Raw -3338430.600549 + Penalty 5004.150104 = -3333426.450445
  nChanged 6
		SP:Iteration 65Q (8582.690000 sec): 3 clusters
  Score: Raw -3338431.547169 + Penalty 5004.150104 = -3333427.397065
  nChanged 4
		SP:Iteration 66Q (8582.760000 sec): 3 clusters
  Score: Raw -3338432.073868 + Penalty 5004.150104 = -3333427.923763
  nChanged 3
		SP:Iteration 67Q (8582.820000 sec): 3 clusters
  Score: Raw -3338432.560068 + Penalty 5004.150104 = -3333428.409964
  nChanged 7
		SP:Iteration 68Q (8582.890000 sec): 3 clusters
  Score: Raw -3338433.520561 + Penalty 5004.150104 = -3333429.370457
  nChanged 8
		SP:Iteration 69Q (8582.950000 sec): 3 clusters
  Score: Raw -3338435.131887 + Penalty 5004.150104 = -3333430.981783
  nChanged 13
		SP:Iteration 70Q (8583.020000 sec): 3 clusters
  Score: Raw -3338437.951714 + Penalty 5004.150104 = -3333433.801610
  nChanged 11
		SP:Iteration 71Q (8583.080000 sec): 3 clusters
  Score: Raw -3338439.911761 + Penalty 5004.150104 = -3333435.761657
  nChanged 11
		SP:Iteration 72Q (8583.150000 sec): 3 clusters
  Score: Raw -3338442.703440 + Penalty 5004.150104 = -3333438.553336
  nChanged 9
		SP:Iteration 73Q (8583.210000 sec): 3 clusters
  Score: Raw -3338444.803474 + Penalty 5004.150104 = -3333440.653370
  nChanged 12
		SP:Iteration 74Q (8583.280000 sec): 3 clusters
  Score: Raw -3338447.366291 + Penalty 5004.150104 = -3333443.216187
  nChanged 9
		SP:Iteration 75Q (8583.340000 sec): 3 clusters
  Score: Raw -3338449.806717 + Penalty 5004.150104 = -3333445.656613
  nChanged 12
		SP:Iteration 76Q (8583.410000 sec): 3 clusters
  Score: Raw -3338453.174718 + Penalty 5004.150104 = -3333449.024613
  nChanged 18
		SP:Iteration 77Q (8583.470000 sec): 3 clusters
  Score: Raw -3338458.339263 + Penalty 5004.150104 = -3333454.189158
  nChanged 21
		SP:Iteration 78Q (8583.540000 sec): 3 clusters
  Score: Raw -3338464.092793 + Penalty 5004.150104 = -3333459.942689
  nChanged 23
		SP:Iteration 79Q (8583.600000 sec): 3 clusters
  Score: Raw -3338469.402005 + Penalty 5004.150104 = -3333465.251901
  nChanged 18
		SP:Iteration 80F (8583.680000 sec): 3 clusters
  Score: Raw -3338473.417772 + Penalty 5004.150104 = -3333469.267668
  nChanged 16
		SP:Iteration 81Q (8583.750000 sec): 3 clusters
  Score: Raw -3338477.768317 + Penalty 5004.150104 = -3333473.618213
  nChanged 16
		SP:Iteration 82Q (8583.810000 sec): 3 clusters
  Score: Raw -3338482.787503 + Penalty 5004.150104 = -3333478.637399
  nChanged 18
		SP:Iteration 83Q (8583.880000 sec): 3 clusters
  Score: Raw -3338487.478570 + Penalty 5004.150104 = -3333483.328465
  nChanged 19
		SP:Iteration 84Q (8583.940000 sec): 3 clusters
  Score: Raw -3338492.469956 + Penalty 5004.150104 = -3333488.319852
  nChanged 18
		SP:Iteration 85Q (8584.010000 sec): 3 clusters
  Score: Raw -3338497.162774 + Penalty 5004.150104 = -3333493.012669
  nChanged 21
		SP:Iteration 86Q (8584.070000 sec): 3 clusters
  Score: Raw -3338503.556082 + Penalty 5004.150104 = -3333499.405978
  nChanged 15
		SP:Iteration 87Q (8584.130000 sec): 3 clusters
  Score: Raw -3338507.860307 + Penalty 5004.150104 = -3333503.710203
  nChanged 25
		SP:Iteration 88Q (8584.200000 sec): 3 clusters
  Score: Raw -3338516.374241 + Penalty 5004.150104 = -3333512.224137
  nChanged 27
		SP:Iteration 89Q (8584.260000 sec): 3 clusters
  Score: Raw -3338523.313576 + Penalty 5004.150104 = -3333519.163471
  nChanged 21
		SP:Iteration 90Q (8584.330000 sec): 3 clusters
  Score: Raw -3338529.561751 + Penalty 5004.150104 = -3333525.411647
  nChanged 23
		SP:Iteration 91Q (8584.390000 sec): 3 clusters
  Score: Raw -3338537.689438 + Penalty 5004.150104 = -3333533.539333
  nChanged 28
		SP:Iteration 92Q (8584.460000 sec): 3 clusters
  Score: Raw -3338547.499859 + Penalty 5004.150104 = -3333543.349755
  nChanged 35
		SP:Iteration 93Q (8584.520000 sec): 3 clusters
  Score: Raw -3338560.458597 + Penalty 5004.150104 = -3333556.308493
  nChanged 29
		SP:Iteration 94Q (8584.590000 sec): 3 clusters
  Score: Raw -3338571.861307 + Penalty 5004.150104 = -3333567.711203
  nChanged 39
		SP:Iteration 95Q (8584.650000 sec): 3 clusters
  Score: Raw -3338588.026615 + Penalty 5004.150104 = -3333583.876511
  nChanged 38
		SP:Iteration 96Q (8584.710000 sec): 3 clusters
  Score: Raw -3338602.077880 + Penalty 5004.150104 = -3333597.927776
  nChanged 44
		SP:Iteration 97Q (8584.770000 sec): 3 clusters
  Score: Raw -3338617.341216 + Penalty 5004.150104 = -3333613.191112
  nChanged 40
		SP:Iteration 98Q (8584.840000 sec): 3 clusters
  Score: Raw -3338631.558427 + Penalty 5004.150104 = -3333627.408323
  nChanged 32
		SP:Iteration 99Q (8584.900000 sec): 3 clusters
  Score: Raw -3338642.981750 + Penalty 5004.150104 = -3333638.831646
  nChanged 26
		SP:Iteration 100F (8584.990000 sec): 3 clusters
  Score: Raw -3338653.351452 + Penalty 5004.150104 = -3333649.201348
  nChanged 34
		SP:Iteration 101Q (8585.050000 sec): 3 clusters
  Score: Raw -3338668.671716 + Penalty 5004.150104 = -3333664.521611
  nChanged 39
		SP:Iteration 102Q (8585.110000 sec): 3 clusters
  Score: Raw -3338685.710146 + Penalty 5004.150104 = -3333681.560041
  nChanged 35
		SP:Iteration 103Q (8585.170000 sec): 3 clusters
  Score: Raw -3338701.292211 + Penalty 5004.150104 = -3333697.142107
  nChanged 33
		SP:Iteration 104Q (8585.240000 sec): 3 clusters
  Score: Raw -3338714.327808 + Penalty 5004.150104 = -3333710.177704
  nChanged 25
		SP:Iteration 105Q (8585.300000 sec): 3 clusters
  Score: Raw -3338726.142662 + Penalty 5004.150104 = -3333721.992558
  nChanged 23
		SP:Iteration 106Q (8585.360000 sec): 3 clusters
  Score: Raw -3338735.829541 + Penalty 5004.150104 = -3333731.679436
  nChanged 24
		SP:Iteration 107Q (8585.420000 sec): 3 clusters
  Score: Raw -3338745.103206 + Penalty 5004.150104 = -3333740.953101
  nChanged 27
		SP:Iteration 108Q (8585.490000 sec): 3 clusters
  Score: Raw -3338754.503861 + Penalty 5004.150104 = -3333750.353757
  nChanged 18
		SP:Iteration 109Q (8585.550000 sec): 3 clusters
  Score: Raw -3338762.350560 + Penalty 5004.150104 = -3333758.200456
  nChanged 21
		SP:Iteration 110Q (8585.610000 sec): 3 clusters
  Score: Raw -3338771.531257 + Penalty 5004.150104 = -3333767.381153
  nChanged 24
		SP:Iteration 111Q (8585.670000 sec): 3 clusters
  Score: Raw -3338782.196253 + Penalty 5004.150104 = -3333778.046149
  nChanged 26
		SP:Iteration 112Q (8585.730000 sec): 3 clusters
  Score: Raw -3338796.168530 + Penalty 5004.150104 = -3333792.018425
  nChanged 21
		SP:Iteration 113Q (8585.790000 sec): 3 clusters
  Score: Raw -3338807.356841 + Penalty 5004.150104 = -3333803.206737
  nChanged 21
		SP:Iteration 114Q (8585.850000 sec): 3 clusters
  Score: Raw -3338815.364213 + Penalty 5004.150104 = -3333811.214108
  nChanged 18
		SP:Iteration 115Q (8585.920000 sec): 3 clusters
  Score: Raw -3338821.416663 + Penalty 5004.150104 = -3333817.266559
  nChanged 10
		SP:Iteration 116Q (8585.980000 sec): 3 clusters
  Score: Raw -3338825.426020 + Penalty 5004.150104 = -3333821.275916
  nChanged 15
		SP:Iteration 117Q (8586.040000 sec): 3 clusters
  Score: Raw -3338832.999431 + Penalty 5004.150104 = -3333828.849327
  nChanged 18
		SP:Iteration 118Q (8586.100000 sec): 3 clusters
  Score: Raw -3338840.780903 + Penalty 5004.150104 = -3333836.630799
  nChanged 20
		SP:Iteration 119Q (8586.170000 sec): 3 clusters
  Score: Raw -3338850.704751 + Penalty 5004.150104 = -3333846.554646
  nChanged 17
		SP:Iteration 120F (8586.250000 sec): 3 clusters
  Score: Raw -3338860.103786 + Penalty 5004.150104 = -3333855.953682
  nChanged 19
		SP:Iteration 121Q (8586.310000 sec): 3 clusters
  Score: Raw -3338868.552947 + Penalty 5004.150104 = -3333864.402843
  nChanged 17
		SP:Iteration 122Q (8586.370000 sec): 3 clusters
  Score: Raw -3338874.573905 + Penalty 5004.150104 = -3333870.423801
  nChanged 14
		SP:Iteration 123Q (8586.430000 sec): 3 clusters
  Score: Raw -3338879.034105 + Penalty 5004.150104 = -3333874.884001
  nChanged 8
		SP:Iteration 124Q (8586.490000 sec): 3 clusters
  Score: Raw -3338883.152943 + Penalty 5004.150104 = -3333879.002839
  nChanged 7
		SP:Iteration 125Q (8586.550000 sec): 3 clusters
  Score: Raw -3338886.572060 + Penalty 5004.150104 = -3333882.421956
  nChanged 7
		SP:Iteration 126Q (8586.620000 sec): 3 clusters
  Score: Raw -3338888.891392 + Penalty 5004.150104 = -3333884.741288
  nChanged 8
		SP:Iteration 127Q (8586.680000 sec): 3 clusters
  Score: Raw -3338891.648417 + Penalty 5004.150104 = -3333887.498313
  nChanged 7
		SP:Iteration 128Q (8586.740000 sec): 3 clusters
  Score: Raw -3338894.988945 + Penalty 5004.150104 = -3333890.838840
  nChanged 10
		SP:Iteration 129Q (8586.810000 sec): 3 clusters
  Score: Raw -3338899.402706 + Penalty 5004.150104 = -3333895.252602
  nChanged 6
		SP:Iteration 130Q (8586.870000 sec): 3 clusters
  Score: Raw -3338902.035803 + Penalty 5004.150104 = -3333897.885699
  nChanged 6
		SP:Iteration 131Q (8586.930000 sec): 3 clusters
  Score: Raw -3338904.385971 + Penalty 5004.150104 = -3333900.235867
  nChanged 5
		SP:Iteration 132Q (8586.990000 sec): 3 clusters
  Score: Raw -3338905.733904 + Penalty 5004.150104 = -3333901.583800
  nChanged 3
		SP:Iteration 133Q (8587.060000 sec): 3 clusters
  Score: Raw -3338906.552978 + Penalty 5004.150104 = -3333902.402874
  nChanged 1
		SP:Iteration 134Q (8587.120000 sec): 3 clusters
  Score: Raw -3338906.803688 + Penalty 5004.150104 = -3333902.653584
  nChanged 0
		SP:Iteration 135F (8587.200000 sec): 3 clusters
  Score: Raw -3338906.803688 + Penalty 5004.150104 = -3333902.653584
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8587.230000 sec): 2 clusters
  Score: Raw -494000.591510 + Penalty 2019.015069 = -491981.576441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8587.240000 sec): 3 clusters
  Score: Raw -492470.781522 + Penalty 4038.030138 = -488432.751385
  nChanged 1245
		SP:Iteration 1F (8587.250000 sec): 3 clusters
  Score: Raw -493246.692916 + Penalty 4038.030138 = -489208.662778
  nChanged 255
		SP:Iteration 2F (8587.260000 sec): 3 clusters
  Score: Raw -493456.842410 + Penalty 4038.030138 = -489418.812273
  nChanged 206
		SP:Iteration 3F (8587.270000 sec): 3 clusters
  Score: Raw -493626.102221 + Penalty 4038.030138 = -489588.072083
  nChanged 179
		SP:Iteration 4F (8587.290000 sec): 3 clusters
  Score: Raw -493796.190336 + Penalty 4038.030138 = -489758.160198
  nChanged 166
		SP:Iteration 5Q (8587.300000 sec): 3 clusters
  Score: Raw -493934.117802 + Penalty 4038.030138 = -489896.087665
  nChanged 140
		SP:Iteration 6Q (8587.310000 sec): 3 clusters
  Score: Raw -494085.185822 + Penalty 4038.030138 = -490047.155685
  nChanged 177
		SP:Iteration 7F (8587.320000 sec): 3 clusters
  Score: Raw -494306.542990 + Penalty 4038.030138 = -490268.512853
  nChanged 165
		SP:Iteration 8Q (8587.330000 sec): 3 clusters
  Score: Raw -494531.634873 + Penalty 4038.030138 = -490493.604735
  nChanged 139
		SP:Iteration 9Q (8587.340000 sec): 3 clusters
  Score: Raw -494711.340364 + Penalty 4038.030138 = -490673.310226
  nChanged 122
		SP:Iteration 10Q (8587.350000 sec): 3 clusters
  Score: Raw -494887.204173 + Penalty 4038.030138 = -490849.174036
  nChanged 124
		SP:Iteration 11Q (8587.370000 sec): 3 clusters
  Score: Raw -495050.451550 + Penalty 4038.030138 = -491012.421412
  nChanged 112
		SP:Iteration 12Q (8587.380000 sec): 3 clusters
  Score: Raw -495196.623431 + Penalty 4038.030138 = -491158.593293
  nChanged 93
		SP:Iteration 13Q (8587.390000 sec): 3 clusters
  Score: Raw -495306.758350 + Penalty 4038.030138 = -491268.728213
  nChanged 79
		SP:Iteration 14Q (8587.400000 sec): 3 clusters
  Score: Raw -495394.111139 + Penalty 4038.030138 = -491356.081002
  nChanged 53
		SP:Iteration 15Q (8587.410000 sec): 3 clusters
  Score: Raw -495433.338073 + Penalty 4038.030138 = -491395.307936
  nChanged 37
		SP:Iteration 16Q (8587.420000 sec): 3 clusters
  Score: Raw -495459.562235 + Penalty 4038.030138 = -491421.532098
  nChanged 32
		SP:Iteration 17Q (8587.430000 sec): 3 clusters
  Score: Raw -495480.409705 + Penalty 4038.030138 = -491442.379567
  nChanged 23
		SP:Iteration 18Q (8587.440000 sec): 3 clusters
  Score: Raw -495494.258619 + Penalty 4038.030138 = -491456.228481
  nChanged 27
		SP:Iteration 19Q (8587.450000 sec): 3 clusters
  Score: Raw -495510.911130 + Penalty 4038.030138 = -491472.880992
  nChanged 30
		SP:Iteration 20F (8587.460000 sec): 3 clusters
  Score: Raw -495533.368055 + Penalty 4038.030138 = -491495.337917
  nChanged 36
		SP:Iteration 21Q (8587.470000 sec): 3 clusters
  Score: Raw -495562.961419 + Penalty 4038.030138 = -491524.931281
  nChanged 41
		SP:Iteration 22Q (8587.480000 sec): 3 clusters
  Score: Raw -495593.867202 + Penalty 4038.030138 = -491555.837064
  nChanged 39
		SP:Iteration 23Q (8587.490000 sec): 3 clusters
  Score: Raw -495622.630037 + Penalty 4038.030138 = -491584.599900
  nChanged 33
		SP:Iteration 24Q (8587.500000 sec): 3 clusters
  Score: Raw -495641.344392 + Penalty 4038.030138 = -491603.314255
  nChanged 28
		SP:Iteration 25Q (8587.510000 sec): 3 clusters
  Score: Raw -495657.535815 + Penalty 4038.030138 = -491619.505678
  nChanged 24
		SP:Iteration 26Q (8587.520000 sec): 3 clusters
  Score: Raw -495671.424495 + Penalty 4038.030138 = -491633.394358
  nChanged 20
		SP:Iteration 27Q (8587.530000 sec): 3 clusters
  Score: Raw -495681.539293 + Penalty 4038.030138 = -491643.509156
  nChanged 14
		SP:Iteration 28Q (8587.540000 sec): 3 clusters
  Score: Raw -495687.420896 + Penalty 4038.030138 = -491649.390758
  nChanged 11
		SP:Iteration 29Q (8587.550000 sec): 3 clusters
  Score: Raw -495692.174323 + Penalty 4038.030138 = -491654.144186
  nChanged 9
		SP:Iteration 30Q (8587.560000 sec): 3 clusters
  Score: Raw -495695.754131 + Penalty 4038.030138 = -491657.723993
  nChanged 7
		SP:Iteration 31Q (8587.570000 sec): 3 clusters
  Score: Raw -495697.981841 + Penalty 4038.030138 = -491659.951703
  nChanged 5
		SP:Iteration 32Q (8587.580000 sec): 3 clusters
  Score: Raw -495699.214413 + Penalty 4038.030138 = -491661.184275
  nChanged 4
		SP:Iteration 33Q (8587.590000 sec): 3 clusters
  Score: Raw -495701.819741 + Penalty 4038.030138 = -491663.789603
  nChanged 3
		SP:Iteration 34Q (8587.600000 sec): 3 clusters
  Score: Raw -495702.662594 + Penalty 4038.030138 = -491664.632457
  nChanged 1
		SP:Iteration 35Q (8587.610000 sec): 3 clusters
  Score: Raw -495703.112388 + Penalty 4038.030138 = -491665.082251
  nChanged 1
		SP:Iteration 36Q (8587.610000 sec): 3 clusters
  Score: Raw -495703.386569 + Penalty 4038.030138 = -491665.356431
  nChanged 1
		SP:Iteration 37Q (8587.630000 sec): 3 clusters
  Score: Raw -495703.860958 + Penalty 4038.030138 = -491665.830821
  nChanged 1
		SP:Iteration 38Q (8587.630000 sec): 3 clusters
  Score: Raw -495704.273641 + Penalty 4038.030138 = -491666.243504
  nChanged 0
		SP:Iteration 39F (8587.650000 sec): 3 clusters
  Score: Raw -495704.273641 + Penalty 4038.030138 = -491666.243504
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8587.650000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8587.650000 sec): 3 clusters
  Score: Raw -126894.822179 + Penalty 3350.283633 = -123544.538546
  nChanged 208
		SP:Iteration 1F (8587.660000 sec): 3 clusters
  Score: Raw -127166.168403 + Penalty 3350.283633 = -123815.884770
  nChanged 45
		SP:Iteration 2F (8587.660000 sec): 3 clusters
  Score: Raw -127220.319716 + Penalty 3350.283633 = -123870.036083
  nChanged 22
		SP:Iteration 3Q (8587.660000 sec): 3 clusters
  Score: Raw -127254.405521 + Penalty 3350.283633 = -123904.121887
  nChanged 13
		SP:Iteration 4Q (8587.670000 sec): 3 clusters
  Score: Raw -127272.466345 + Penalty 3350.283633 = -123922.182712
  nChanged 5
		SP:Iteration 5Q (8587.670000 sec): 3 clusters
  Score: Raw -127278.997249 + Penalty 3350.283633 = -123928.713615
  nChanged 7
		SP:Iteration 6Q (8587.670000 sec): 3 clusters
  Score: Raw -127285.026986 + Penalty 3350.283633 = -123934.743352
  nChanged 1
		SP:Iteration 7Q (8587.670000 sec): 3 clusters
  Score: Raw -127288.549965 + Penalty 3350.283633 = -123938.266332
  nChanged 0
		SP:Iteration 8F (8587.680000 sec): 3 clusters
  Score: Raw -127288.549965 + Penalty 3350.283633 = -123938.266332
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8587.680000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8587.680000 sec): 3 clusters
  Score: Raw -33623.531324 + Penalty 2756.186719 = -30867.344606
  nChanged 30
		SP:Iteration 1F (8587.680000 sec): 3 clusters
  Score: Raw -33759.464742 + Penalty 2756.186719 = -31003.278023
  nChanged 12
		SP:Iteration 2Q (8587.690000 sec): 3 clusters
  Score: Raw -33821.167754 + Penalty 2756.186719 = -31064.981035
  nChanged 7
		SP:Iteration 3Q (8587.690000 sec): 3 clusters
  Score: Raw -33861.213082 + Penalty 2756.186719 = -31105.026364
  nChanged 9
		SP:Iteration 4Q (8587.690000 sec): 3 clusters
  Score: Raw -33896.333129 + Penalty 2756.186719 = -31140.146410
  nChanged 2
		SP:Iteration 5Q (8587.690000 sec): 3 clusters
  Score: Raw -33911.002471 + Penalty 2756.186719 = -31154.815752
  nChanged 6
		SP:Iteration 6Q (8587.690000 sec): 3 clusters
  Score: Raw -33936.222224 + Penalty 2756.186719 = -31180.035505
  nChanged 4
		SP:Iteration 7Q (8587.690000 sec): 3 clusters
  Score: Raw -33948.757368 + Penalty 2756.186719 = -31192.570650
  nChanged 2
		SP:Iteration 8Q (8587.690000 sec): 3 clusters
  Score: Raw -33957.143490 + Penalty 2756.186719 = -31200.956772
  nChanged 3
		SP:Iteration 9Q (8587.690000 sec): 3 clusters
  Score: Raw -33970.156980 + Penalty 2756.186719 = -31213.970261
  nChanged 3
		SP:Iteration 10Q (8587.690000 sec): 3 clusters
  Score: Raw -33981.395605 + Penalty 2756.186719 = -31225.208887
  nChanged 3
		SP:Iteration 11Q (8587.690000 sec): 3 clusters
  Score: Raw -33994.441744 + Penalty 2756.186719 = -31238.255026
  nChanged 0
		SP:Iteration 12F (8587.690000 sec): 3 clusters
  Score: Raw -33995.652398 + Penalty 2756.186719 = -31239.465680
  nChanged 1
		SP:Iteration 13Q (8587.690000 sec): 3 clusters
  Score: Raw -34006.221211 + Penalty 2756.186719 = -31250.034492
  nChanged 2
		SP:Iteration 14Q (8587.690000 sec): 3 clusters
  Score: Raw -34021.780442 + Penalty 2756.186719 = -31265.593723
  nChanged 0
		SP:Iteration 15F (8587.690000 sec): 3 clusters
  Score: Raw -34021.780442 + Penalty 2756.186719 = -31265.593723
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8587.750000 sec): 2 clusters
  Score: Raw -2059139.694813 + Penalty 2363.951249 = -2056775.743564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8587.790000 sec): 3 clusters
  Score: Raw -2051414.857019 + Penalty 4727.902497 = -2046686.954522
  nChanged 5911
		SP:Iteration 1F (8587.840000 sec): 3 clusters
  Score: Raw -2054556.059180 + Penalty 4727.902497 = -2049828.156683
  nChanged 763
		SP:Iteration 2F (8587.890000 sec): 3 clusters
  Score: Raw -2054862.578139 + Penalty 4727.902497 = -2050134.675641
  nChanged 599
		SP:Iteration 3Q (8587.940000 sec): 3 clusters
  Score: Raw -2055092.676399 + Penalty 4727.902497 = -2050364.773901
  nChanged 512
		SP:Iteration 4Q (8587.990000 sec): 3 clusters
  Score: Raw -2055269.741995 + Penalty 4727.902497 = -2050541.839497
  nChanged 429
		SP:Iteration 5Q (8588.030000 sec): 3 clusters
  Score: Raw -2055395.793239 + Penalty 4727.902497 = -2050667.890742
  nChanged 367
		SP:Iteration 6Q (8588.090000 sec): 3 clusters
  Score: Raw -2055503.684984 + Penalty 4727.902497 = -2050775.782487
  nChanged 336
		SP:Iteration 7Q (8588.130000 sec): 3 clusters
  Score: Raw -2055609.917008 + Penalty 4727.902497 = -2050882.014510
  nChanged 363
		SP:Iteration 8Q (8588.180000 sec): 3 clusters
  Score: Raw -2055724.992102 + Penalty 4727.902497 = -2050997.089604
  nChanged 338
		SP:Iteration 9Q (8588.230000 sec): 3 clusters
  Score: Raw -2055826.936574 + Penalty 4727.902497 = -2051099.034076
  nChanged 301
		SP:Iteration 10Q (8588.280000 sec): 3 clusters
  Score: Raw -2055912.343172 + Penalty 4727.902497 = -2051184.440674
  nChanged 288
		SP:Iteration 11Q (8588.330000 sec): 3 clusters
  Score: Raw -2055988.468408 + Penalty 4727.902497 = -2051260.565911
  nChanged 285
		SP:Iteration 12Q (8588.380000 sec): 3 clusters
  Score: Raw -2056070.899735 + Penalty 4727.902497 = -2051342.997238
  nChanged 264
		SP:Iteration 13Q (8588.430000 sec): 3 clusters
  Score: Raw -2056155.647050 + Penalty 4727.902497 = -2051427.744552
  nChanged 291
		SP:Iteration 14Q (8588.480000 sec): 3 clusters
  Score: Raw -2056271.932999 + Penalty 4727.902497 = -2051544.030502
  nChanged 344
		SP:Iteration 15Q (8588.530000 sec): 3 clusters
  Score: Raw -2056420.639359 + Penalty 4727.902497 = -2051692.736862
  nChanged 387
		SP:Iteration 16Q (8588.570000 sec): 3 clusters
  Score: Raw -2056603.639357 + Penalty 4727.902497 = -2051875.736859
  nChanged 432
		SP:Iteration 17Q (8588.620000 sec): 3 clusters
  Score: Raw -2056820.720150 + Penalty 4727.902497 = -2052092.817653
  nChanged 491
		SP:Iteration 18Q (8588.670000 sec): 3 clusters
  Score: Raw -2057089.184332 + Penalty 4727.902497 = -2052361.281834
  nChanged 483
		SP:Iteration 19Q (8588.710000 sec): 3 clusters
  Score: Raw -2057390.258465 + Penalty 4727.902497 = -2052662.355968
  nChanged 513
		SP:Iteration 20F (8588.760000 sec): 3 clusters
  Score: Raw -2057725.288731 + Penalty 4727.902497 = -2052997.386233
  nChanged 458
		SP:Iteration 21Q (8588.810000 sec): 3 clusters
  Score: Raw -2058049.781591 + Penalty 4727.902497 = -2053321.879094
  nChanged 408
		SP:Iteration 22Q (8588.850000 sec): 3 clusters
  Score: Raw -2058300.360760 + Penalty 4727.902497 = -2053572.458263
  nChanged 332
		SP:Iteration 23Q (8588.900000 sec): 3 clusters
  Score: Raw -2058476.601752 + Penalty 4727.902497 = -2053748.699254
  nChanged 264
		SP:Iteration 24Q (8588.940000 sec): 3 clusters
  Score: Raw -2058609.761148 + Penalty 4727.902497 = -2053881.858650
  nChanged 202
		SP:Iteration 25Q (8588.990000 sec): 3 clusters
  Score: Raw -2058708.433339 + Penalty 4727.902497 = -2053980.530841
  nChanged 182
		SP:Iteration 26Q (8589.030000 sec): 3 clusters
  Score: Raw -2058797.261984 + Penalty 4727.902497 = -2054069.359487
  nChanged 169
		SP:Iteration 27Q (8589.070000 sec): 3 clusters
  Score: Raw -2058880.314217 + Penalty 4727.902497 = -2054152.411720
  nChanged 137
		SP:Iteration 28Q (8589.110000 sec): 3 clusters
  Score: Raw -2058949.659288 + Penalty 4727.902497 = -2054221.756791
  nChanged 126
		SP:Iteration 29Q (8589.150000 sec): 3 clusters
  Score: Raw -2059011.525045 + Penalty 4727.902497 = -2054283.622548
  nChanged 120
		SP:Iteration 30Q (8589.190000 sec): 3 clusters
  Score: Raw -2059071.645221 + Penalty 4727.902497 = -2054343.742724
  nChanged 116
		SP:Iteration 31Q (8589.220000 sec): 3 clusters
  Score: Raw -2059130.553926 + Penalty 4727.902497 = -2054402.651429
  nChanged 99
		SP:Iteration 32Q (8589.260000 sec): 3 clusters
  Score: Raw -2059178.481240 + Penalty 4727.902497 = -2054450.578743
  nChanged 76
		SP:Iteration 33Q (8589.300000 sec): 3 clusters
  Score: Raw -2059214.305765 + Penalty 4727.902497 = -2054486.403268
  nChanged 69
		SP:Iteration 34Q (8589.340000 sec): 3 clusters
  Score: Raw -2059243.253203 + Penalty 4727.902497 = -2054515.350705
  nChanged 49
		SP:Iteration 35Q (8589.380000 sec): 3 clusters
  Score: Raw -2059263.660985 + Penalty 4727.902497 = -2054535.758487
  nChanged 41
		SP:Iteration 36Q (8589.420000 sec): 3 clusters
  Score: Raw -2059282.199766 + Penalty 4727.902497 = -2054554.297269
  nChanged 35
		SP:Iteration 37Q (8589.450000 sec): 3 clusters
  Score: Raw -2059298.435672 + Penalty 4727.902497 = -2054570.533175
  nChanged 44
		SP:Iteration 38Q (8589.490000 sec): 3 clusters
  Score: Raw -2059316.456866 + Penalty 4727.902497 = -2054588.554369
  nChanged 40
		SP:Iteration 39Q (8589.530000 sec): 3 clusters
  Score: Raw -2059333.536233 + Penalty 4727.902497 = -2054605.633736
  nChanged 45
		SP:Iteration 40F (8589.580000 sec): 3 clusters
  Score: Raw -2059355.156266 + Penalty 4727.902497 = -2054627.253768
  nChanged 45
		SP:Iteration 41Q (8589.610000 sec): 3 clusters
  Score: Raw -2059375.127868 + Penalty 4727.902497 = -2054647.225371
  nChanged 39
		SP:Iteration 42Q (8589.650000 sec): 3 clusters
  Score: Raw -2059396.681860 + Penalty 4727.902497 = -2054668.779362
  nChanged 30
		SP:Iteration 43Q (8589.690000 sec): 3 clusters
  Score: Raw -2059411.580084 + Penalty 4727.902497 = -2054683.677587
  nChanged 37
		SP:Iteration 44Q (8589.730000 sec): 3 clusters
  Score: Raw -2059433.873568 + Penalty 4727.902497 = -2054705.971071
  nChanged 39
		SP:Iteration 45Q (8589.760000 sec): 3 clusters
  Score: Raw -2059456.344112 + Penalty 4727.902497 = -2054728.441614
  nChanged 35
		SP:Iteration 46Q (8589.800000 sec): 3 clusters
  Score: Raw -2059480.434544 + Penalty 4727.902497 = -2054752.532047
  nChanged 32
		SP:Iteration 47Q (8589.830000 sec): 3 clusters
  Score: Raw -2059497.045468 + Penalty 4727.902497 = -2054769.142971
  nChanged 20
		SP:Iteration 48Q (8589.870000 sec): 3 clusters
  Score: Raw -2059506.509397 + Penalty 4727.902497 = -2054778.606900
  nChanged 17
		SP:Iteration 49Q (8589.910000 sec): 3 clusters
  Score: Raw -2059517.284757 + Penalty 4727.902497 = -2054789.382259
  nChanged 17
		SP:Iteration 50Q (8589.950000 sec): 3 clusters
  Score: Raw -2059527.964759 + Penalty 4727.902497 = -2054800.062262
  nChanged 15
		SP:Iteration 51Q (8589.980000 sec): 3 clusters
  Score: Raw -2059537.705818 + Penalty 4727.902497 = -2054809.803320
  nChanged 21
		SP:Iteration 52Q (8590.020000 sec): 3 clusters
  Score: Raw -2059547.955452 + Penalty 4727.902497 = -2054820.052954
  nChanged 10
		SP:Iteration 53Q (8590.050000 sec): 3 clusters
  Score: Raw -2059556.401109 + Penalty 4727.902497 = -2054828.498612
  nChanged 17
		SP:Iteration 54Q (8590.090000 sec): 3 clusters
  Score: Raw -2059567.394529 + Penalty 4727.902497 = -2054839.492032
  nChanged 11
		SP:Iteration 55Q (8590.130000 sec): 3 clusters
  Score: Raw -2059574.266684 + Penalty 4727.902497 = -2054846.364187
  nChanged 12
		SP:Iteration 56Q (8590.160000 sec): 3 clusters
  Score: Raw -2059580.125622 + Penalty 4727.902497 = -2054852.223125
  nChanged 9
		SP:Iteration 57Q (8590.190000 sec): 3 clusters
  Score: Raw -2059584.078786 + Penalty 4727.902497 = -2054856.176288
  nChanged 6
		SP:Iteration 58Q (8590.230000 sec): 3 clusters
  Score: Raw -2059586.426489 + Penalty 4727.902497 = -2054858.523992
  nChanged 4
		SP:Iteration 59Q (8590.270000 sec): 3 clusters
  Score: Raw -2059588.863223 + Penalty 4727.902497 = -2054860.960726
  nChanged 3
		SP:Iteration 60F (8590.310000 sec): 3 clusters
  Score: Raw -2059591.176050 + Penalty 4727.902497 = -2054863.273553
  nChanged 3
		SP:Iteration 61Q (8590.350000 sec): 3 clusters
  Score: Raw -2059594.036011 + Penalty 4727.902497 = -2054866.133514
  nChanged 2
		SP:Iteration 62Q (8590.390000 sec): 3 clusters
  Score: Raw -2059594.895434 + Penalty 4727.902497 = -2054866.992936
  nChanged 1
		SP:Iteration 63Q (8590.420000 sec): 3 clusters
  Score: Raw -2059595.382298 + Penalty 4727.902497 = -2054867.479801
  nChanged 1
		SP:Iteration 64Q (8590.460000 sec): 3 clusters
  Score: Raw -2059595.587965 + Penalty 4727.902497 = -2054867.685468
  nChanged 1
		SP:Iteration 65Q (8590.490000 sec): 3 clusters
  Score: Raw -2059595.776738 + Penalty 4727.902497 = -2054867.874240
  nChanged 0
		SP:Iteration 66F (8590.540000 sec): 3 clusters
  Score: Raw -2059595.776738 + Penalty 4727.902497 = -2054867.874240
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8590.770000 sec): 2 clusters
  Score: Raw -10201756.024203 + Penalty 2765.905493 = -10198990.118710
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8591.030000 sec): 3 clusters
  Score: Raw -10157854.202462 + Penalty 5531.810985 = -10152322.391477
  nChanged 32444
		SP:Iteration 1F (8591.290000 sec): 3 clusters
  Score: Raw -10176084.039863 + Penalty 5531.810985 = -10170552.228878
  nChanged 2464
		SP:Iteration 2Q (8591.550000 sec): 3 clusters
  Score: Raw -10176728.198930 + Penalty 5531.810985 = -10171196.387945
  nChanged 2733
		SP:Iteration 3Q (8591.810000 sec): 3 clusters
  Score: Raw -10177631.598278 + Penalty 5531.810985 = -10172099.787293
  nChanged 3288
		SP:Iteration 4Q (8592.070000 sec): 3 clusters
  Score: Raw -10179028.415766 + Penalty 5531.810985 = -10173496.604781
  nChanged 4030
		SP:Iteration 5F (8592.320000 sec): 3 clusters
  Score: Raw -10181246.491723 + Penalty 5531.810985 = -10175714.680738
  nChanged 4930
		SP:Iteration 6F (8592.570000 sec): 3 clusters
  Score: Raw -10184686.232901 + Penalty 5531.810985 = -10179154.421916
  nChanged 5425
		SP:Iteration 7F (8592.830000 sec): 3 clusters
  Score: Raw -10188995.702806 + Penalty 5531.810985 = -10183463.891821
  nChanged 5131
		SP:Iteration 8F (8593.080000 sec): 3 clusters
  Score: Raw -10193429.902840 + Penalty 5531.810985 = -10187898.091855
  nChanged 4015
		SP:Iteration 9F (8593.330000 sec): 3 clusters
  Score: Raw -10197007.877051 + Penalty 5531.810985 = -10191476.066066
  nChanged 2718
		SP:Iteration 10Q (8593.590000 sec): 3 clusters
  Score: Raw -10199392.780972 + Penalty 5531.810985 = -10193860.969987
  nChanged 1574
		SP:Iteration 11Q (8593.830000 sec): 3 clusters
  Score: Raw -10200747.910781 + Penalty 5531.810985 = -10195216.099796
  nChanged 805
		SP:Iteration 12Q (8594.050000 sec): 3 clusters
  Score: Raw -10201427.676769 + Penalty 5531.810985 = -10195895.865784
  nChanged 382
		SP:Iteration 13Q (8594.250000 sec): 3 clusters
  Score: Raw -10201753.317312 + Penalty 5531.810985 = -10196221.506327
  nChanged 179
		SP:Iteration 14Q (8594.450000 sec): 3 clusters
  Score: Raw -10201914.973291 + Penalty 5531.810985 = -10196383.162306
  nChanged 112
		SP:Iteration 15Q (8594.630000 sec): 3 clusters
  Score: Raw -10202003.662798 + Penalty 5531.810985 = -10196471.851813
  nChanged 50
		SP:Iteration 16Q (8594.820000 sec): 3 clusters
  Score: Raw -10202047.445463 + Penalty 5531.810985 = -10196515.634478
  nChanged 45
		SP:Iteration 17Q (8595.000000 sec): 3 clusters
  Score: Raw -10202081.865760 + Penalty 5531.810985 = -10196550.054775
  nChanged 27
		SP:Iteration 18Q (8595.180000 sec): 3 clusters
  Score: Raw -10202098.465194 + Penalty 5531.810985 = -10196566.654209
  nChanged 19
		SP:Iteration 19Q (8595.360000 sec): 3 clusters
  Score: Raw -10202108.464179 + Penalty 5531.810985 = -10196576.653194
  nChanged 11
		SP:Iteration 20F (8595.610000 sec): 3 clusters
  Score: Raw -10202117.209980 + Penalty 5531.810985 = -10196585.398995
  nChanged 10
		SP:Iteration 21Q (8595.790000 sec): 3 clusters
  Score: Raw -10202127.468344 + Penalty 5531.810985 = -10196595.657359
  nChanged 13
		SP:Iteration 22Q (8595.970000 sec): 3 clusters
  Score: Raw -10202140.736629 + Penalty 5531.810985 = -10196608.925644
  nChanged 10
		SP:Iteration 23Q (8596.150000 sec): 3 clusters
  Score: Raw -10202147.669322 + Penalty 5531.810985 = -10196615.858337
  nChanged 7
		SP:Iteration 24Q (8596.330000 sec): 3 clusters
  Score: Raw -10202151.814264 + Penalty 5531.810985 = -10196620.003279
  nChanged 3
		SP:Iteration 25Q (8596.510000 sec): 3 clusters
  Score: Raw -10202153.922466 + Penalty 5531.810985 = -10196622.111481
  nChanged 6
		SP:Iteration 26Q (8596.700000 sec): 3 clusters
  Score: Raw -10202159.225316 + Penalty 5531.810985 = -10196627.414331
  nChanged 8
		SP:Iteration 27Q (8596.880000 sec): 3 clusters
  Score: Raw -10202165.074745 + Penalty 5531.810985 = -10196633.263760
  nChanged 6
		SP:Iteration 28Q (8597.060000 sec): 3 clusters
  Score: Raw -10202171.516160 + Penalty 5531.810985 = -10196639.705175
  nChanged 8
		SP:Iteration 29Q (8597.240000 sec): 3 clusters
  Score: Raw -10202177.447959 + Penalty 5531.810985 = -10196645.636974
  nChanged 4
		SP:Iteration 30Q (8597.420000 sec): 3 clusters
  Score: Raw -10202180.061173 + Penalty 5531.810985 = -10196648.250188
  nChanged 2
		SP:Iteration 31Q (8597.600000 sec): 3 clusters
  Score: Raw -10202181.474832 + Penalty 5531.810985 = -10196649.663847
  nChanged 4
		SP:Iteration 32Q (8597.780000 sec): 3 clusters
  Score: Raw -10202184.594685 + Penalty 5531.810985 = -10196652.783700
  nChanged 0
		SP:Iteration 33F (8598.030000 sec): 3 clusters
  Score: Raw -10202184.594685 + Penalty 5531.810985 = -10196652.783700
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8598.060000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8598.070000 sec): 3 clusters
  Score: Raw -385262.278581 + Penalty 3923.652944 = -381338.625637
  nChanged 933
		SP:Iteration 1F (8598.080000 sec): 3 clusters
  Score: Raw -385840.639080 + Penalty 3923.652944 = -381916.986137
  nChanged 190
		SP:Iteration 2F (8598.090000 sec): 3 clusters
  Score: Raw -385975.975828 + Penalty 3923.652944 = -382052.322885
  nChanged 118
		SP:Iteration 3Q (8598.100000 sec): 3 clusters
  Score: Raw -386053.642836 + Penalty 3923.652944 = -382129.989892
  nChanged 91
		SP:Iteration 4Q (8598.110000 sec): 3 clusters
  Score: Raw -386113.211520 + Penalty 3923.652944 = -382189.558577
  nChanged 61
		SP:Iteration 5Q (8598.120000 sec): 3 clusters
  Score: Raw -386145.845252 + Penalty 3923.652944 = -382222.192308
  nChanged 40
		SP:Iteration 6Q (8598.130000 sec): 3 clusters
  Score: Raw -386168.207440 + Penalty 3923.652944 = -382244.554497
  nChanged 41
		SP:Iteration 7Q (8598.140000 sec): 3 clusters
  Score: Raw -386188.642950 + Penalty 3923.652944 = -382264.990006
  nChanged 21
		SP:Iteration 8Q (8598.150000 sec): 3 clusters
  Score: Raw -386199.812693 + Penalty 3923.652944 = -382276.159749
  nChanged 18
		SP:Iteration 9Q (8598.160000 sec): 3 clusters
  Score: Raw -386210.812808 + Penalty 3923.652944 = -382287.159865
  nChanged 18
		SP:Iteration 10Q (8598.170000 sec): 3 clusters
  Score: Raw -386221.854952 + Penalty 3923.652944 = -382298.202009
  nChanged 25
		SP:Iteration 11Q (8598.170000 sec): 3 clusters
  Score: Raw -386237.364769 + Penalty 3923.652944 = -382313.711825
  nChanged 21
		SP:Iteration 12Q (8598.190000 sec): 3 clusters
  Score: Raw -386249.350024 + Penalty 3923.652944 = -382325.697080
  nChanged 17
		SP:Iteration 13Q (8598.190000 sec): 3 clusters
  Score: Raw -386256.896187 + Penalty 3923.652944 = -382333.243243
  nChanged 12
		SP:Iteration 14Q (8598.200000 sec): 3 clusters
  Score: Raw -386263.473043 + Penalty 3923.652944 = -382339.820099
  nChanged 15
		SP:Iteration 15Q (8598.210000 sec): 3 clusters
  Score: Raw -386270.538318 + Penalty 3923.652944 = -382346.885374
  nChanged 10
		SP:Iteration 16Q (8598.220000 sec): 3 clusters
  Score: Raw -386274.386155 + Penalty 3923.652944 = -382350.733211
  nChanged 5
		SP:Iteration 17Q (8598.230000 sec): 3 clusters
  Score: Raw -386276.497997 + Penalty 3923.652944 = -382352.845053
  nChanged 3
		SP:Iteration 18Q (8598.240000 sec): 3 clusters
  Score: Raw -386277.542385 + Penalty 3923.652944 = -382353.889441
  nChanged 4
		SP:Iteration 19Q (8598.250000 sec): 3 clusters
  Score: Raw -386279.081406 + Penalty 3923.652944 = -382355.428463
  nChanged 1
		SP:Iteration 20F (8598.260000 sec): 3 clusters
  Score: Raw -386279.291768 + Penalty 3923.652944 = -382355.638824
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8598.260000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8598.270000 sec): 3 clusters
  Score: Raw -168800.411727 + Penalty 3494.272938 = -165306.138789
  nChanged 308
		SP:Iteration 1F (8598.270000 sec): 3 clusters
  Score: Raw -169093.534811 + Penalty 3494.272938 = -165599.261873
  nChanged 65
		SP:Iteration 2F (8598.270000 sec): 3 clusters
  Score: Raw -169162.705115 + Penalty 3494.272938 = -165668.432177
  nChanged 27
		SP:Iteration 3Q (8598.280000 sec): 3 clusters
  Score: Raw -169195.004949 + Penalty 3494.272938 = -165700.732011
  nChanged 26
		SP:Iteration 4Q (8598.280000 sec): 3 clusters
  Score: Raw -169222.442126 + Penalty 3494.272938 = -165728.169188
  nChanged 15
		SP:Iteration 5Q (8598.290000 sec): 3 clusters
  Score: Raw -169239.280673 + Penalty 3494.272938 = -165745.007734
  nChanged 11
		SP:Iteration 6Q (8598.290000 sec): 3 clusters
  Score: Raw -169256.229200 + Penalty 3494.272938 = -165761.956262
  nChanged 9
		SP:Iteration 7Q (8598.290000 sec): 3 clusters
  Score: Raw -169267.634146 + Penalty 3494.272938 = -165773.361208
  nChanged 2
		SP:Iteration 8Q (8598.300000 sec): 3 clusters
  Score: Raw -169269.360561 + Penalty 3494.272938 = -165775.087623
  nChanged 3
		SP:Iteration 9Q (8598.300000 sec): 3 clusters
  Score: Raw -169272.033732 + Penalty 3494.272938 = -165777.760794
  nChanged 1
		SP:Iteration 10Q (8598.310000 sec): 3 clusters
  Score: Raw -169272.604319 + Penalty 3494.272938 = -165778.331381
  nChanged 1
		SP:Iteration 11Q (8598.310000 sec): 3 clusters
  Score: Raw -169273.032109 + Penalty 3494.272938 = -165778.759171
  nChanged 0
		SP:Iteration 12F (8598.310000 sec): 3 clusters
  Score: Raw -169273.032109 + Penalty 3494.272938 = -165778.759171
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8598.320000 sec): 2 clusters
  Score: Raw -257203.131277 + Penalty 1864.614590 = -255338.516687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8598.330000 sec): 3 clusters
  Score: Raw -256687.296937 + Penalty 3729.229180 = -252958.067758
  nChanged 652
		SP:Iteration 1F (8598.330000 sec): 3 clusters
  Score: Raw -257722.443796 + Penalty 3729.229180 = -253993.214617
  nChanged 263
		SP:Iteration 2F (8598.340000 sec): 3 clusters
  Score: Raw -258308.142265 + Penalty 3729.229180 = -254578.913085
  nChanged 157
		SP:Iteration 3F (8598.350000 sec): 3 clusters
  Score: Raw -258580.806836 + Penalty 3729.229180 = -254851.577656
  nChanged 79
		SP:Iteration 4Q (8598.350000 sec): 3 clusters
  Score: Raw -258694.084897 + Penalty 3729.229180 = -254964.855718
  nChanged 38
		SP:Iteration 5Q (8598.360000 sec): 3 clusters
  Score: Raw -258757.292815 + Penalty 3729.229180 = -255028.063636
  nChanged 31
		SP:Iteration 6Q (8598.370000 sec): 3 clusters
  Score: Raw -258803.759150 + Penalty 3729.229180 = -255074.529971
  nChanged 21
		SP:Iteration 7Q (8598.370000 sec): 3 clusters
  Score: Raw -258827.902506 + Penalty 3729.229180 = -255098.673326
  nChanged 13
		SP:Iteration 8Q (8598.370000 sec): 3 clusters
  Score: Raw -258839.240519 + Penalty 3729.229180 = -255110.011340
  nChanged 8
		SP:Iteration 9Q (8598.380000 sec): 3 clusters
  Score: Raw -258847.149915 + Penalty 3729.229180 = -255117.920736
  nChanged 3
		SP:Iteration 10Q (8598.390000 sec): 3 clusters
  Score: Raw -258849.808666 + Penalty 3729.229180 = -255120.579486
  nChanged 0
		SP:Iteration 11F (8598.390000 sec): 3 clusters
  Score: Raw -258849.808666 + Penalty 3729.229180 = -255120.579486
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10860 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8598.430000 sec): 2 clusters
  Score: Raw -1659453.063701 + Penalty 2304.624715 = -1657148.438986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8598.470000 sec): 3 clusters
  Score: Raw -1653496.287335 + Penalty 4609.249430 = -1648887.037905
  nChanged 4548
		SP:Iteration 1F (8598.510000 sec): 3 clusters
  Score: Raw -1655860.141262 + Penalty 4609.249430 = -1651250.891831
  nChanged 652
		SP:Iteration 2F (8598.540000 sec): 3 clusters
  Score: Raw -1656131.319206 + Penalty 4609.249430 = -1651522.069776
  nChanged 513
		SP:Iteration 3Q (8598.580000 sec): 3 clusters
  Score: Raw -1656317.263854 + Penalty 4609.249430 = -1651708.014423
  nChanged 410
		SP:Iteration 4Q (8598.620000 sec): 3 clusters
  Score: Raw -1656468.063191 + Penalty 4609.249430 = -1651858.813761
  nChanged 361
		SP:Iteration 5Q (8598.650000 sec): 3 clusters
  Score: Raw -1656583.993125 + Penalty 4609.249430 = -1651974.743694
  nChanged 305
		SP:Iteration 6Q (8598.690000 sec): 3 clusters
  Score: Raw -1656679.376979 + Penalty 4609.249430 = -1652070.127549
  nChanged 272
		SP:Iteration 7Q (8598.730000 sec): 3 clusters
  Score: Raw -1656770.158969 + Penalty 4609.249430 = -1652160.909539
  nChanged 260
		SP:Iteration 8Q (8598.770000 sec): 3 clusters
  Score: Raw -1656861.794942 + Penalty 4609.249430 = -1652252.545511
  nChanged 288
		SP:Iteration 9Q (8598.800000 sec): 3 clusters
  Score: Raw -1656968.197300 + Penalty 4609.249430 = -1652358.947870
  nChanged 311
		SP:Iteration 10Q (8598.840000 sec): 3 clusters
  Score: Raw -1657100.498875 + Penalty 4609.249430 = -1652491.249444
  nChanged 363
		SP:Iteration 11Q (8598.880000 sec): 3 clusters
  Score: Raw -1657293.174049 + Penalty 4609.249430 = -1652683.924619
  nChanged 440
		SP:Iteration 12Q (8598.910000 sec): 3 clusters
  Score: Raw -1657566.571864 + Penalty 4609.249430 = -1652957.322434
  nChanged 495
		SP:Iteration 13Q (8598.950000 sec): 3 clusters
  Score: Raw -1657886.491401 + Penalty 4609.249430 = -1653277.241970
  nChanged 520
		SP:Iteration 14Q (8598.990000 sec): 3 clusters
  Score: Raw -1658284.756737 + Penalty 4609.249430 = -1653675.507306
  nChanged 491
		SP:Iteration 15Q (8599.030000 sec): 3 clusters
  Score: Raw -1658694.336574 + Penalty 4609.249430 = -1654085.087144
  nChanged 427
		SP:Iteration 16Q (8599.060000 sec): 3 clusters
  Score: Raw -1659059.234368 + Penalty 4609.249430 = -1654449.984938
  nChanged 312
		SP:Iteration 17Q (8599.100000 sec): 3 clusters
  Score: Raw -1659327.544107 + Penalty 4609.249430 = -1654718.294677
  nChanged 212
		SP:Iteration 18Q (8599.130000 sec): 3 clusters
  Score: Raw -1659514.853643 + Penalty 4609.249430 = -1654905.604213
  nChanged 148
		SP:Iteration 19Q (8599.170000 sec): 3 clusters
  Score: Raw -1659643.334861 + Penalty 4609.249430 = -1655034.085430
  nChanged 94
		SP:Iteration 20F (8599.200000 sec): 3 clusters
  Score: Raw -1659732.649335 + Penalty 4609.249430 = -1655123.399905
  nChanged 66
		SP:Iteration 21Q (8599.230000 sec): 3 clusters
  Score: Raw -1659796.644224 + Penalty 4609.249430 = -1655187.394794
  nChanged 35
		SP:Iteration 22Q (8599.270000 sec): 3 clusters
  Score: Raw -1659829.819797 + Penalty 4609.249430 = -1655220.570367
  nChanged 26
		SP:Iteration 23Q (8599.290000 sec): 3 clusters
  Score: Raw -1659848.638191 + Penalty 4609.249430 = -1655239.388760
  nChanged 17
		SP:Iteration 24Q (8599.320000 sec): 3 clusters
  Score: Raw -1659863.155840 + Penalty 4609.249430 = -1655253.906409
  nChanged 11
		SP:Iteration 25Q (8599.350000 sec): 3 clusters
  Score: Raw -1659871.847998 + Penalty 4609.249430 = -1655262.598568
  nChanged 7
		SP:Iteration 26Q (8599.380000 sec): 3 clusters
  Score: Raw -1659876.984061 + Penalty 4609.249430 = -1655267.734631
  nChanged 6
		SP:Iteration 27Q (8599.410000 sec): 3 clusters
  Score: Raw -1659883.922388 + Penalty 4609.249430 = -1655274.672957
  nChanged 3
		SP:Iteration 28Q (8599.440000 sec): 3 clusters
  Score: Raw -1659885.824316 + Penalty 4609.249430 = -1655276.574885
  nChanged 2
		SP:Iteration 29Q (8599.470000 sec): 3 clusters
  Score: Raw -1659887.884473 + Penalty 4609.249430 = -1655278.635043
  nChanged 2
		SP:Iteration 30Q (8599.500000 sec): 3 clusters
  Score: Raw -1659888.990661 + Penalty 4609.249430 = -1655279.741231
  nChanged 1
		SP:Iteration 31Q (8599.530000 sec): 3 clusters
  Score: Raw -1659889.735083 + Penalty 4609.249430 = -1655280.485652
  nChanged 2
		SP:Iteration 32Q (8599.560000 sec): 3 clusters
  Score: Raw -1659890.647790 + Penalty 4609.249430 = -1655281.398359
  nChanged 2
		SP:Iteration 33Q (8599.590000 sec): 3 clusters
  Score: Raw -1659892.314242 + Penalty 4609.249430 = -1655283.064811
  nChanged 3
		SP:Iteration 34Q (8599.610000 sec): 3 clusters
  Score: Raw -1659894.146766 + Penalty 4609.249430 = -1655284.897336
  nChanged 5
		SP:Iteration 35Q (8599.650000 sec): 3 clusters
  Score: Raw -1659898.504226 + Penalty 4609.249430 = -1655289.254795
  nChanged 2
		SP:Iteration 36Q (8599.670000 sec): 3 clusters
  Score: Raw -1659900.204879 + Penalty 4609.249430 = -1655290.955449
  nChanged 0
		SP:Iteration 37F (8599.710000 sec): 3 clusters
  Score: Raw -1659900.204879 + Penalty 4609.249430 = -1655290.955449
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8599.750000 sec): 2 clusters
  Score: Raw -1984877.391907 + Penalty 2369.515328 = -1982507.876579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8599.800000 sec): 3 clusters
  Score: Raw -1976933.298490 + Penalty 4739.030657 = -1972194.267834
  nChanged 6093
		SP:Iteration 1F (8599.850000 sec): 3 clusters
  Score: Raw -1980289.275030 + Penalty 4739.030657 = -1975550.244373
  nChanged 961
		SP:Iteration 2F (8599.900000 sec): 3 clusters
  Score: Raw -1980755.345344 + Penalty 4739.030657 = -1976016.314687
  nChanged 785
		SP:Iteration 3F (8599.950000 sec): 3 clusters
  Score: Raw -1981135.511189 + Penalty 4739.030657 = -1976396.480533
  nChanged 677
		SP:Iteration 4Q (8599.990000 sec): 3 clusters
  Score: Raw -1981444.320879 + Penalty 4739.030657 = -1976705.290223
  nChanged 659
		SP:Iteration 5Q (8600.040000 sec): 3 clusters
  Score: Raw -1981777.875997 + Penalty 4739.030657 = -1977038.845340
  nChanged 655
		SP:Iteration 6Q (8600.090000 sec): 3 clusters
  Score: Raw -1982153.411884 + Penalty 4739.030657 = -1977414.381227
  nChanged 676
		SP:Iteration 7Q (8600.140000 sec): 3 clusters
  Score: Raw -1982563.159795 + Penalty 4739.030657 = -1977824.129138
  nChanged 628
		SP:Iteration 8Q (8600.190000 sec): 3 clusters
  Score: Raw -1982962.218192 + Penalty 4739.030657 = -1978223.187535
  nChanged 586
		SP:Iteration 9Q (8600.240000 sec): 3 clusters
  Score: Raw -1983368.224993 + Penalty 4739.030657 = -1978629.194336
  nChanged 580
		SP:Iteration 10Q (8600.290000 sec): 3 clusters
  Score: Raw -1983764.168499 + Penalty 4739.030657 = -1979025.137842
  nChanged 469
		SP:Iteration 11Q (8600.330000 sec): 3 clusters
  Score: Raw -1984132.656934 + Penalty 4739.030657 = -1979393.626278
  nChanged 429
		SP:Iteration 12Q (8600.380000 sec): 3 clusters
  Score: Raw -1984488.362000 + Penalty 4739.030657 = -1979749.331343
  nChanged 335
		SP:Iteration 13Q (8600.430000 sec): 3 clusters
  Score: Raw -1984763.608832 + Penalty 4739.030657 = -1980024.578175
  nChanged 261
		SP:Iteration 14Q (8600.470000 sec): 3 clusters
  Score: Raw -1984975.711575 + Penalty 4739.030657 = -1980236.680918
  nChanged 189
		SP:Iteration 15Q (8600.510000 sec): 3 clusters
  Score: Raw -1985111.115147 + Penalty 4739.030657 = -1980372.084490
  nChanged 127
		SP:Iteration 16Q (8600.550000 sec): 3 clusters
  Score: Raw -1985188.011308 + Penalty 4739.030657 = -1980448.980652
  nChanged 90
		SP:Iteration 17Q (8600.590000 sec): 3 clusters
  Score: Raw -1985246.067235 + Penalty 4739.030657 = -1980507.036579
  nChanged 60
		SP:Iteration 18Q (8600.630000 sec): 3 clusters
  Score: Raw -1985290.272259 + Penalty 4739.030657 = -1980551.241602
  nChanged 49
		SP:Iteration 19Q (8600.670000 sec): 3 clusters
  Score: Raw -1985324.056351 + Penalty 4739.030657 = -1980585.025694
  nChanged 29
		SP:Iteration 20F (8600.720000 sec): 3 clusters
  Score: Raw -1985346.072236 + Penalty 4739.030657 = -1980607.041580
  nChanged 26
		SP:Iteration 21Q (8600.760000 sec): 3 clusters
  Score: Raw -1985361.636491 + Penalty 4739.030657 = -1980622.605834
  nChanged 16
		SP:Iteration 22Q (8600.790000 sec): 3 clusters
  Score: Raw -1985370.578786 + Penalty 4739.030657 = -1980631.548129
  nChanged 14
		SP:Iteration 23Q (8600.830000 sec): 3 clusters
  Score: Raw -1985379.487256 + Penalty 4739.030657 = -1980640.456599
  nChanged 8
		SP:Iteration 24Q (8600.870000 sec): 3 clusters
  Score: Raw -1985387.592326 + Penalty 4739.030657 = -1980648.561669
  nChanged 11
		SP:Iteration 25Q (8600.910000 sec): 3 clusters
  Score: Raw -1985394.130745 + Penalty 4739.030657 = -1980655.100089
  nChanged 8
		SP:Iteration 26Q (8600.950000 sec): 3 clusters
  Score: Raw -1985401.154989 + Penalty 4739.030657 = -1980662.124332
  nChanged 9
		SP:Iteration 27Q (8600.980000 sec): 3 clusters
  Score: Raw -1985407.139950 + Penalty 4739.030657 = -1980668.109294
  nChanged 14
		SP:Iteration 28Q (8601.020000 sec): 3 clusters
  Score: Raw -1985418.167293 + Penalty 4739.030657 = -1980679.136637
  nChanged 10
		SP:Iteration 29Q (8601.060000 sec): 3 clusters
  Score: Raw -1985426.153509 + Penalty 4739.030657 = -1980687.122852
  nChanged 9
		SP:Iteration 30Q (8601.090000 sec): 3 clusters
  Score: Raw -1985433.075035 + Penalty 4739.030657 = -1980694.044379
  nChanged 8
		SP:Iteration 31Q (8601.130000 sec): 3 clusters
  Score: Raw -1985437.298087 + Penalty 4739.030657 = -1980698.267430
  nChanged 11
		SP:Iteration 32Q (8601.170000 sec): 3 clusters
  Score: Raw -1985443.469799 + Penalty 4739.030657 = -1980704.439143
  nChanged 10
		SP:Iteration 33Q (8601.200000 sec): 3 clusters
  Score: Raw -1985448.473811 + Penalty 4739.030657 = -1980709.443155
  nChanged 10
		SP:Iteration 34Q (8601.240000 sec): 3 clusters
  Score: Raw -1985455.742143 + Penalty 4739.030657 = -1980716.711486
  nChanged 8
		SP:Iteration 35Q (8601.270000 sec): 3 clusters
  Score: Raw -1985461.832307 + Penalty 4739.030657 = -1980722.801650
  nChanged 12
		SP:Iteration 36Q (8601.310000 sec): 3 clusters
  Score: Raw -1985468.761988 + Penalty 4739.030657 = -1980729.731332
  nChanged 9
		SP:Iteration 37Q (8601.350000 sec): 3 clusters
  Score: Raw -1985474.071390 + Penalty 4739.030657 = -1980735.040734
  nChanged 7
		SP:Iteration 38Q (8601.380000 sec): 3 clusters
  Score: Raw -1985478.349347 + Penalty 4739.030657 = -1980739.318690
  nChanged 6
		SP:Iteration 39Q (8601.420000 sec): 3 clusters
  Score: Raw -1985482.720285 + Penalty 4739.030657 = -1980743.689629
  nChanged 4
		SP:Iteration 40F (8601.470000 sec): 3 clusters
  Score: Raw -1985485.204064 + Penalty 4739.030657 = -1980746.173407
  nChanged 5
		SP:Iteration 41Q (8601.500000 sec): 3 clusters
  Score: Raw -1985489.336241 + Penalty 4739.030657 = -1980750.305585
  nChanged 6
		SP:Iteration 42Q (8601.540000 sec): 3 clusters
  Score: Raw -1985492.311321 + Penalty 4739.030657 = -1980753.280664
  nChanged 1
		SP:Iteration 43Q (8601.570000 sec): 3 clusters
  Score: Raw -1985492.765804 + Penalty 4739.030657 = -1980753.735148
  nChanged 0
		SP:Iteration 44F (8601.620000 sec): 3 clusters
  Score: Raw -1985492.765804 + Penalty 4739.030657 = -1980753.735148
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8601.630000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8601.630000 sec): 3 clusters
  Score: Raw -73227.763819 + Penalty 3074.445443 = -70153.318376
  nChanged 81
		SP:Iteration 1F (8601.630000 sec): 3 clusters
  Score: Raw -73379.344680 + Penalty 3074.445443 = -70304.899237
  nChanged 23
		SP:Iteration 2Q (8601.630000 sec): 3 clusters
  Score: Raw -73437.299580 + Penalty 3074.445443 = -70362.854136
  nChanged 7
		SP:Iteration 3Q (8601.640000 sec): 3 clusters
  Score: Raw -73451.297956 + Penalty 3074.445443 = -70376.852513
  nChanged 2
		SP:Iteration 4Q (8601.640000 sec): 3 clusters
  Score: Raw -73454.527155 + Penalty 3074.445443 = -70380.081711
  nChanged 2
		SP:Iteration 5Q (8601.640000 sec): 3 clusters
  Score: Raw -73460.411300 + Penalty 3074.445443 = -70385.965857
  nChanged 2
		SP:Iteration 6Q (8601.640000 sec): 3 clusters
  Score: Raw -73464.247739 + Penalty 3074.445443 = -70389.802295
  nChanged 0
		SP:Iteration 7F (8601.650000 sec): 3 clusters
  Score: Raw -73464.247739 + Penalty 3074.445443 = -70389.802295
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8601.650000 sec): 2 clusters
  Score: Raw -309815.793004 + Penalty 1905.598267 = -307910.194737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8601.660000 sec): 3 clusters
  Score: Raw -308952.565355 + Penalty 3811.196534 = -305141.368821
  nChanged 715
		SP:Iteration 1F (8601.670000 sec): 3 clusters
  Score: Raw -309448.920265 + Penalty 3811.196534 = -305637.723731
  nChanged 167
		SP:Iteration 2F (8601.670000 sec): 3 clusters
  Score: Raw -309589.926420 + Penalty 3811.196534 = -305778.729885
  nChanged 103
		SP:Iteration 3Q (8601.690000 sec): 3 clusters
  Score: Raw -309660.147335 + Penalty 3811.196534 = -305848.950800
  nChanged 54
		SP:Iteration 4Q (8601.700000 sec): 3 clusters
  Score: Raw -309695.942422 + Penalty 3811.196534 = -305884.745888
  nChanged 33
		SP:Iteration 5Q (8601.700000 sec): 3 clusters
  Score: Raw -309722.394840 + Penalty 3811.196534 = -305911.198306
  nChanged 28
		SP:Iteration 6Q (8601.710000 sec): 3 clusters
  Score: Raw -309743.015237 + Penalty 3811.196534 = -305931.818702
  nChanged 24
		SP:Iteration 7Q (8601.720000 sec): 3 clusters
  Score: Raw -309757.423937 + Penalty 3811.196534 = -305946.227403
  nChanged 17
		SP:Iteration 8Q (8601.720000 sec): 3 clusters
  Score: Raw -309766.763061 + Penalty 3811.196534 = -305955.566527
  nChanged 11
		SP:Iteration 9Q (8601.730000 sec): 3 clusters
  Score: Raw -309776.858044 + Penalty 3811.196534 = -305965.661509
  nChanged 14
		SP:Iteration 10Q (8601.740000 sec): 3 clusters
  Score: Raw -309787.611481 + Penalty 3811.196534 = -305976.414947
  nChanged 13
		SP:Iteration 11Q (8601.750000 sec): 3 clusters
  Score: Raw -309795.871439 + Penalty 3811.196534 = -305984.674904
  nChanged 9
		SP:Iteration 12Q (8601.760000 sec): 3 clusters
  Score: Raw -309802.032063 + Penalty 3811.196534 = -305990.835528
  nChanged 6
		SP:Iteration 13Q (8601.760000 sec): 3 clusters
  Score: Raw -309805.484158 + Penalty 3811.196534 = -305994.287623
  nChanged 6
		SP:Iteration 14Q (8601.770000 sec): 3 clusters
  Score: Raw -309808.603318 + Penalty 3811.196534 = -305997.406784
  nChanged 4
		SP:Iteration 15Q (8601.780000 sec): 3 clusters
  Score: Raw -309810.749345 + Penalty 3811.196534 = -305999.552811
  nChanged 1
		SP:Iteration 16Q (8601.780000 sec): 3 clusters
  Score: Raw -309811.150953 + Penalty 3811.196534 = -305999.954419
  nChanged 1
		SP:Iteration 17Q (8601.790000 sec): 3 clusters
  Score: Raw -309811.706402 + Penalty 3811.196534 = -306000.509868
  nChanged 0
		SP:Iteration 18F (8601.800000 sec): 3 clusters
  Score: Raw -309811.706402 + Penalty 3811.196534 = -306000.509868
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8601.900000 sec): 2 clusters
  Score: Raw -4594677.129706 + Penalty 2568.397217 = -4592108.732489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8602.020000 sec): 3 clusters
  Score: Raw -4575743.437567 + Penalty 5136.794433 = -4570606.643133
  nChanged 14263
		SP:Iteration 1F (8602.130000 sec): 3 clusters
  Score: Raw -4583588.080828 + Penalty 5136.794433 = -4578451.286395
  nChanged 1370
		SP:Iteration 2Q (8602.250000 sec): 3 clusters
  Score: Raw -4584017.299867 + Penalty 5136.794433 = -4578880.505434
  nChanged 1216
		SP:Iteration 3Q (8602.360000 sec): 3 clusters
  Score: Raw -4584423.862186 + Penalty 5136.794433 = -4579287.067753
  nChanged 1202
		SP:Iteration 4Q (8602.480000 sec): 3 clusters
  Score: Raw -4584856.041025 + Penalty 5136.794433 = -4579719.246592
  nChanged 1303
		SP:Iteration 5Q (8602.590000 sec): 3 clusters
  Score: Raw -4585401.737416 + Penalty 5136.794433 = -4580264.942983
  nChanged 1410
		SP:Iteration 6Q (8602.710000 sec): 3 clusters
  Score: Raw -4586081.070565 + Penalty 5136.794433 = -4580944.276132
  nChanged 1684
		SP:Iteration 7F (8602.820000 sec): 3 clusters
  Score: Raw -4587003.184490 + Penalty 5136.794433 = -4581866.390057
  nChanged 1906
		SP:Iteration 8F (8602.930000 sec): 3 clusters
  Score: Raw -4588272.801136 + Penalty 5136.794433 = -4583136.006703
  nChanged 2102
		SP:Iteration 9F (8603.050000 sec): 3 clusters
  Score: Raw -4589819.896074 + Penalty 5136.794433 = -4584683.101641
  nChanged 1958
		SP:Iteration 10F (8603.160000 sec): 3 clusters
  Score: Raw -4591333.351924 + Penalty 5136.794433 = -4586196.557490
  nChanged 1561
		SP:Iteration 11Q (8603.270000 sec): 3 clusters
  Score: Raw -4592457.421847 + Penalty 5136.794433 = -4587320.627413
  nChanged 1114
		SP:Iteration 12Q (8603.380000 sec): 3 clusters
  Score: Raw -4593177.565137 + Penalty 5136.794433 = -4588040.770703
  nChanged 799
		SP:Iteration 13Q (8603.500000 sec): 3 clusters
  Score: Raw -4593663.676597 + Penalty 5136.794433 = -4588526.882164
  nChanged 561
		SP:Iteration 14Q (8603.610000 sec): 3 clusters
  Score: Raw -4594070.081107 + Penalty 5136.794433 = -4588933.286674
  nChanged 409
		SP:Iteration 15Q (8603.720000 sec): 3 clusters
  Score: Raw -4594466.363580 + Penalty 5136.794433 = -4589329.569146
  nChanged 295
		SP:Iteration 16Q (8603.820000 sec): 3 clusters
  Score: Raw -4594861.433719 + Penalty 5136.794433 = -4589724.639285
  nChanged 221
		SP:Iteration 17Q (8603.910000 sec): 3 clusters
  Score: Raw -4595172.492986 + Penalty 5136.794433 = -4590035.698553
  nChanged 192
		SP:Iteration 18Q (8604.000000 sec): 3 clusters
  Score: Raw -4595394.146564 + Penalty 5136.794433 = -4590257.352131
  nChanged 140
		SP:Iteration 19Q (8604.090000 sec): 3 clusters
  Score: Raw -4595510.965761 + Penalty 5136.794433 = -4590374.171328
  nChanged 106
		SP:Iteration 20F (8604.200000 sec): 3 clusters
  Score: Raw -4595574.323809 + Penalty 5136.794433 = -4590437.529376
  nChanged 75
		SP:Iteration 21Q (8604.280000 sec): 3 clusters
  Score: Raw -4595611.184668 + Penalty 5136.794433 = -4590474.390234
  nChanged 63
		SP:Iteration 22Q (8604.360000 sec): 3 clusters
  Score: Raw -4595638.429577 + Penalty 5136.794433 = -4590501.635143
  nChanged 54
		SP:Iteration 23Q (8604.450000 sec): 3 clusters
  Score: Raw -4595658.043914 + Penalty 5136.794433 = -4590521.249481
  nChanged 33
		SP:Iteration 24Q (8604.530000 sec): 3 clusters
  Score: Raw -4595670.246551 + Penalty 5136.794433 = -4590533.452117
  nChanged 24
		SP:Iteration 25Q (8604.610000 sec): 3 clusters
  Score: Raw -4595679.386749 + Penalty 5136.794433 = -4590542.592315
  nChanged 29
		SP:Iteration 26Q (8604.700000 sec): 3 clusters
  Score: Raw -4595687.921830 + Penalty 5136.794433 = -4590551.127397
  nChanged 24
		SP:Iteration 27Q (8604.780000 sec): 3 clusters
  Score: Raw -4595695.966250 + Penalty 5136.794433 = -4590559.171816
  nChanged 19
		SP:Iteration 28Q (8604.860000 sec): 3 clusters
  Score: Raw -4595700.040292 + Penalty 5136.794433 = -4590563.245859
  nChanged 10
		SP:Iteration 29Q (8604.940000 sec): 3 clusters
  Score: Raw -4595702.190091 + Penalty 5136.794433 = -4590565.395658
  nChanged 6
		SP:Iteration 30Q (8605.030000 sec): 3 clusters
  Score: Raw -4595703.796355 + Penalty 5136.794433 = -4590567.001922
  nChanged 6
		SP:Iteration 31Q (8605.110000 sec): 3 clusters
  Score: Raw -4595704.940848 + Penalty 5136.794433 = -4590568.146415
  nChanged 6
		SP:Iteration 32Q (8605.190000 sec): 3 clusters
  Score: Raw -4595706.235293 + Penalty 5136.794433 = -4590569.440860
  nChanged 7
		SP:Iteration 33Q (8605.280000 sec): 3 clusters
  Score: Raw -4595707.682862 + Penalty 5136.794433 = -4590570.888428
  nChanged 7
		SP:Iteration 34Q (8605.360000 sec): 3 clusters
  Score: Raw -4595709.796049 + Penalty 5136.794433 = -4590573.001616
  nChanged 5
		SP:Iteration 35Q (8605.440000 sec): 3 clusters
  Score: Raw -4595710.678767 + Penalty 5136.794433 = -4590573.884333
  nChanged 2
		SP:Iteration 36Q (8605.530000 sec): 3 clusters
  Score: Raw -4595711.115328 + Penalty 5136.794433 = -4590574.320895
  nChanged 2
		SP:Iteration 37Q (8605.610000 sec): 3 clusters
  Score: Raw -4595711.399070 + Penalty 5136.794433 = -4590574.604637
  nChanged 4
		SP:Iteration 38Q (8605.700000 sec): 3 clusters
  Score: Raw -4595712.016438 + Penalty 5136.794433 = -4590575.222005
  nChanged 2
		SP:Iteration 39Q (8605.780000 sec): 3 clusters
  Score: Raw -4595712.278905 + Penalty 5136.794433 = -4590575.484472
  nChanged 0
		SP:Iteration 40F (8605.890000 sec): 3 clusters
  Score: Raw -4595712.278905 + Penalty 5136.794433 = -4590575.484472
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8606.210000 sec): 2 clusters
  Score: Raw -14339023.494785 + Penalty 2851.716528 = -14336171.778257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8606.570000 sec): 3 clusters
  Score: Raw -14275811.723985 + Penalty 5703.433055 = -14270108.290929
  nChanged 46563
		SP:Iteration 1F (8606.930000 sec): 3 clusters
  Score: Raw -14302645.951347 + Penalty 5703.433055 = -14296942.518292
  nChanged 3630
		SP:Iteration 2Q (8607.290000 sec): 3 clusters
  Score: Raw -14303693.061976 + Penalty 5703.433055 = -14297989.628921
  nChanged 3967
		SP:Iteration 3Q (8607.660000 sec): 3 clusters
  Score: Raw -14305057.592536 + Penalty 5703.433055 = -14299354.159481
  nChanged 4632
		SP:Iteration 4Q (8608.030000 sec): 3 clusters
  Score: Raw -14306983.557298 + Penalty 5703.433055 = -14301280.124243
  nChanged 5477
		SP:Iteration 5F (8608.390000 sec): 3 clusters
  Score: Raw -14309759.898947 + Penalty 5703.433055 = -14304056.465891
  nChanged 6098
		SP:Iteration 6F (8608.740000 sec): 3 clusters
  Score: Raw -14313156.440742 + Penalty 5703.433055 = -14307453.007686
  nChanged 6139
		SP:Iteration 7F (8609.100000 sec): 3 clusters
  Score: Raw -14316804.315104 + Penalty 5703.433055 = -14311100.882049
  nChanged 5993
		SP:Iteration 8F (8609.460000 sec): 3 clusters
  Score: Raw -14320500.832078 + Penalty 5703.433055 = -14314797.399022
  nChanged 5244
		SP:Iteration 9F (8609.830000 sec): 3 clusters
  Score: Raw -14323808.598458 + Penalty 5703.433055 = -14318105.165403
  nChanged 4484
		SP:Iteration 10Q (8610.200000 sec): 3 clusters
  Score: Raw -14326861.853521 + Penalty 5703.433055 = -14321158.420466
  nChanged 3853
		SP:Iteration 11Q (8610.560000 sec): 3 clusters
  Score: Raw -14329581.821472 + Penalty 5703.433055 = -14323878.388416
  nChanged 3175
		SP:Iteration 12Q (8610.910000 sec): 3 clusters
  Score: Raw -14331882.134597 + Penalty 5703.433055 = -14326178.701542
  nChanged 2535
		SP:Iteration 13Q (8611.250000 sec): 3 clusters
  Score: Raw -14333686.674300 + Penalty 5703.433055 = -14327983.241245
  nChanged 1936
		SP:Iteration 14Q (8611.570000 sec): 3 clusters
  Score: Raw -14335049.050535 + Penalty 5703.433055 = -14329345.617480
  nChanged 1568
		SP:Iteration 15Q (8611.880000 sec): 3 clusters
  Score: Raw -14336152.344728 + Penalty 5703.433055 = -14330448.911673
  nChanged 1218
		SP:Iteration 16Q (8612.170000 sec): 3 clusters
  Score: Raw -14336996.282352 + Penalty 5703.433055 = -14331292.849297
  nChanged 955
		SP:Iteration 17Q (8612.460000 sec): 3 clusters
  Score: Raw -14337643.986877 + Penalty 5703.433055 = -14331940.553822
  nChanged 715
		SP:Iteration 18Q (8612.740000 sec): 3 clusters
  Score: Raw -14338111.028879 + Penalty 5703.433055 = -14332407.595824
  nChanged 593
		SP:Iteration 19Q (8613.020000 sec): 3 clusters
  Score: Raw -14338482.847107 + Penalty 5703.433055 = -14332779.414051
  nChanged 492
		SP:Iteration 20F (8613.370000 sec): 3 clusters
  Score: Raw -14338779.206153 + Penalty 5703.433055 = -14333075.773098
  nChanged 410
		SP:Iteration 21Q (8613.640000 sec): 3 clusters
  Score: Raw -14339000.399805 + Penalty 5703.433055 = -14333296.966750
  nChanged 347
		SP:Iteration 22Q (8613.910000 sec): 3 clusters
  Score: Raw -14339176.786390 + Penalty 5703.433055 = -14333473.353335
  nChanged 273
		SP:Iteration 23Q (8614.170000 sec): 3 clusters
  Score: Raw -14339288.749225 + Penalty 5703.433055 = -14333585.316170
  nChanged 216
		SP:Iteration 24Q (8614.440000 sec): 3 clusters
  Score: Raw -14339383.998943 + Penalty 5703.433055 = -14333680.565888
  nChanged 185
		SP:Iteration 25Q (8614.710000 sec): 3 clusters
  Score: Raw -14339453.118138 + Penalty 5703.433055 = -14333749.685083
  nChanged 156
		SP:Iteration 26Q (8614.970000 sec): 3 clusters
  Score: Raw -14339508.705923 + Penalty 5703.433055 = -14333805.272868
  nChanged 150
		SP:Iteration 27Q (8615.240000 sec): 3 clusters
  Score: Raw -14339560.867351 + Penalty 5703.433055 = -14333857.434295
  nChanged 116
		SP:Iteration 28Q (8615.500000 sec): 3 clusters
  Score: Raw -14339599.875377 + Penalty 5703.433055 = -14333896.442322
  nChanged 113
		SP:Iteration 29Q (8615.760000 sec): 3 clusters
  Score: Raw -14339635.965520 + Penalty 5703.433055 = -14333932.532465
  nChanged 98
		SP:Iteration 30Q (8616.030000 sec): 3 clusters
  Score: Raw -14339669.841919 + Penalty 5703.433055 = -14333966.408864
  nChanged 86
		SP:Iteration 31Q (8616.290000 sec): 3 clusters
  Score: Raw -14339699.123502 + Penalty 5703.433055 = -14333995.690447
  nChanged 84
		SP:Iteration 32Q (8616.550000 sec): 3 clusters
  Score: Raw -14339723.942044 + Penalty 5703.433055 = -14334020.508988
  nChanged 71
		SP:Iteration 33Q (8616.810000 sec): 3 clusters
  Score: Raw -14339742.593057 + Penalty 5703.433055 = -14334039.160002
  nChanged 53
		SP:Iteration 34Q (8617.080000 sec): 3 clusters
  Score: Raw -14339758.635832 + Penalty 5703.433055 = -14334055.202777
  nChanged 54
		SP:Iteration 35Q (8617.340000 sec): 3 clusters
  Score: Raw -14339772.521873 + Penalty 5703.433055 = -14334069.088818
  nChanged 39
		SP:Iteration 36Q (8617.600000 sec): 3 clusters
  Score: Raw -14339783.167948 + Penalty 5703.433055 = -14334079.734892
  nChanged 37
		SP:Iteration 37Q (8617.860000 sec): 3 clusters
  Score: Raw -14339791.472518 + Penalty 5703.433055 = -14334088.039463
  nChanged 31
		SP:Iteration 38Q (8618.120000 sec): 3 clusters
  Score: Raw -14339798.120960 + Penalty 5703.433055 = -14334094.687905
  nChanged 28
		SP:Iteration 39Q (8618.380000 sec): 3 clusters
  Score: Raw -14339805.582755 + Penalty 5703.433055 = -14334102.149700
  nChanged 27
		SP:Iteration 40F (8618.730000 sec): 3 clusters
  Score: Raw -14339811.124812 + Penalty 5703.433055 = -14334107.691756
  nChanged 22
		SP:Iteration 41Q (8618.990000 sec): 3 clusters
  Score: Raw -14339815.574630 + Penalty 5703.433055 = -14334112.141575
  nChanged 23
		SP:Iteration 42Q (8619.250000 sec): 3 clusters
  Score: Raw -14339819.785102 + Penalty 5703.433055 = -14334116.352047
  nChanged 12
		SP:Iteration 43Q (8619.510000 sec): 3 clusters
  Score: Raw -14339822.248392 + Penalty 5703.433055 = -14334118.815337
  nChanged 11
		SP:Iteration 44Q (8619.770000 sec): 3 clusters
  Score: Raw -14339825.003833 + Penalty 5703.433055 = -14334121.570778
  nChanged 13
		SP:Iteration 45Q (8620.030000 sec): 3 clusters
  Score: Raw -14339827.577562 + Penalty 5703.433055 = -14334124.144507
  nChanged 16
		SP:Iteration 46Q (8620.290000 sec): 3 clusters
  Score: Raw -14339831.655601 + Penalty 5703.433055 = -14334128.222546
  nChanged 24
		SP:Iteration 47Q (8620.550000 sec): 3 clusters
  Score: Raw -14339836.185791 + Penalty 5703.433055 = -14334132.752736
  nChanged 11
		SP:Iteration 48Q (8620.810000 sec): 3 clusters
  Score: Raw -14339838.409020 + Penalty 5703.433055 = -14334134.975964
  nChanged 11
		SP:Iteration 49Q (8621.070000 sec): 3 clusters
  Score: Raw -14339841.319578 + Penalty 5703.433055 = -14334137.886523
  nChanged 11
		SP:Iteration 50Q (8621.330000 sec): 3 clusters
  Score: Raw -14339844.448240 + Penalty 5703.433055 = -14334141.015185
  nChanged 12
		SP:Iteration 51Q (8621.590000 sec): 3 clusters
  Score: Raw -14339846.342668 + Penalty 5703.433055 = -14334142.909613
  nChanged 14
		SP:Iteration 52Q (8621.850000 sec): 3 clusters
  Score: Raw -14339851.225659 + Penalty 5703.433055 = -14334147.792604
  nChanged 18
		SP:Iteration 53Q (8622.110000 sec): 3 clusters
  Score: Raw -14339854.537404 + Penalty 5703.433055 = -14334151.104349
  nChanged 11
		SP:Iteration 54Q (8622.370000 sec): 3 clusters
  Score: Raw -14339857.185341 + Penalty 5703.433055 = -14334153.752286
  nChanged 13
		SP:Iteration 55Q (8622.630000 sec): 3 clusters
  Score: Raw -14339859.575232 + Penalty 5703.433055 = -14334156.142177
  nChanged 9
		SP:Iteration 56Q (8622.890000 sec): 3 clusters
  Score: Raw -14339861.281913 + Penalty 5703.433055 = -14334157.848858
  nChanged 10
		SP:Iteration 57Q (8623.150000 sec): 3 clusters
  Score: Raw -14339863.416949 + Penalty 5703.433055 = -14334159.983894
  nChanged 10
		SP:Iteration 58Q (8623.410000 sec): 3 clusters
  Score: Raw -14339865.937296 + Penalty 5703.433055 = -14334162.504241
  nChanged 11
		SP:Iteration 59Q (8623.670000 sec): 3 clusters
  Score: Raw -14339867.824455 + Penalty 5703.433055 = -14334164.391400
  nChanged 9
		SP:Iteration 60F (8624.020000 sec): 3 clusters
  Score: Raw -14339870.297577 + Penalty 5703.433055 = -14334166.864522
  nChanged 7
		SP:Iteration 61Q (8624.280000 sec): 3 clusters
  Score: Raw -14339873.332104 + Penalty 5703.433055 = -14334169.899048
  nChanged 12
		SP:Iteration 62Q (8624.540000 sec): 3 clusters
  Score: Raw -14339875.935633 + Penalty 5703.433055 = -14334172.502578
  nChanged 12
		SP:Iteration 63Q (8624.810000 sec): 3 clusters
  Score: Raw -14339877.866255 + Penalty 5703.433055 = -14334174.433200
  nChanged 9
		SP:Iteration 64Q (8625.070000 sec): 3 clusters
  Score: Raw -14339880.212612 + Penalty 5703.433055 = -14334176.779557
  nChanged 9
		SP:Iteration 65Q (8625.330000 sec): 3 clusters
  Score: Raw -14339883.188916 + Penalty 5703.433055 = -14334179.755861
  nChanged 11
		SP:Iteration 66Q (8625.590000 sec): 3 clusters
  Score: Raw -14339885.338490 + Penalty 5703.433055 = -14334181.905435
  nChanged 6
		SP:Iteration 67Q (8625.860000 sec): 3 clusters
  Score: Raw -14339886.582058 + Penalty 5703.433055 = -14334183.149003
  nChanged 10
		SP:Iteration 68Q (8626.130000 sec): 3 clusters
  Score: Raw -14339888.964068 + Penalty 5703.433055 = -14334185.531013
  nChanged 3
		SP:Iteration 69Q (8626.380000 sec): 3 clusters
  Score: Raw -14339889.903827 + Penalty 5703.433055 = -14334186.470772
  nChanged 6
		SP:Iteration 70Q (8626.650000 sec): 3 clusters
  Score: Raw -14339891.143667 + Penalty 5703.433055 = -14334187.710612
  nChanged 4
		SP:Iteration 71Q (8626.910000 sec): 3 clusters
  Score: Raw -14339891.732183 + Penalty 5703.433055 = -14334188.299127
  nChanged 2
		SP:Iteration 72Q (8627.170000 sec): 3 clusters
  Score: Raw -14339892.018494 + Penalty 5703.433055 = -14334188.585439
  nChanged 1
		SP:Iteration 73Q (8627.440000 sec): 3 clusters
  Score: Raw -14339892.356438 + Penalty 5703.433055 = -14334188.923382
  nChanged 1
		SP:Iteration 74Q (8627.700000 sec): 3 clusters
  Score: Raw -14339892.652568 + Penalty 5703.433055 = -14334189.219512
  nChanged 3
		SP:Iteration 75Q (8627.960000 sec): 3 clusters
  Score: Raw -14339893.271260 + Penalty 5703.433055 = -14334189.838205
  nChanged 2
		SP:Iteration 76Q (8628.230000 sec): 3 clusters
  Score: Raw -14339894.430791 + Penalty 5703.433055 = -14334190.997736
  nChanged 5
		SP:Iteration 77Q (8628.490000 sec): 3 clusters
  Score: Raw -14339896.042511 + Penalty 5703.433055 = -14334192.609456
  nChanged 4
		SP:Iteration 78Q (8628.750000 sec): 3 clusters
  Score: Raw -14339896.769154 + Penalty 5703.433055 = -14334193.336098
  nChanged 3
		SP:Iteration 79Q (8629.010000 sec): 3 clusters
  Score: Raw -14339897.136433 + Penalty 5703.433055 = -14334193.703378
  nChanged 2
		SP:Iteration 80F (8629.370000 sec): 3 clusters
  Score: Raw -14339897.785258 + Penalty 5703.433055 = -14334194.352203
  nChanged 3
		SP:Iteration 81Q (8629.640000 sec): 3 clusters
  Score: Raw -14339898.408915 + Penalty 5703.433055 = -14334194.975860
  nChanged 3
		SP:Iteration 82Q (8629.900000 sec): 3 clusters
  Score: Raw -14339898.726928 + Penalty 5703.433055 = -14334195.293873
  nChanged 2
		SP:Iteration 83Q (8630.170000 sec): 3 clusters
  Score: Raw -14339899.071412 + Penalty 5703.433055 = -14334195.638356
  nChanged 2
		SP:Iteration 84Q (8630.430000 sec): 3 clusters
  Score: Raw -14339899.231520 + Penalty 5703.433055 = -14334195.798465
  nChanged 3
		SP:Iteration 85Q (8630.690000 sec): 3 clusters
  Score: Raw -14339899.613392 + Penalty 5703.433055 = -14334196.180337
  nChanged 3
		SP:Iteration 86Q (8630.960000 sec): 3 clusters
  Score: Raw -14339900.024877 + Penalty 5703.433055 = -14334196.591822
  nChanged 3
		SP:Iteration 87Q (8631.220000 sec): 3 clusters
  Score: Raw -14339900.628882 + Penalty 5703.433055 = -14334197.195827
  nChanged 1
		SP:Iteration 88Q (8631.490000 sec): 3 clusters
  Score: Raw -14339900.746815 + Penalty 5703.433055 = -14334197.313760
  nChanged 0
		SP:Iteration 89F (8631.850000 sec): 3 clusters
  Score: Raw -14339900.746815 + Penalty 5703.433055 = -14334197.313760
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8631.980000 sec): 2 clusters
  Score: Raw -5651717.706007 + Penalty 2605.046030 = -5649112.659977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8632.120000 sec): 3 clusters
  Score: Raw -5629487.393411 + Penalty 5210.092060 = -5624277.301351
  nChanged 16538
		SP:Iteration 1F (8632.250000 sec): 3 clusters
  Score: Raw -5638441.093932 + Penalty 5210.092060 = -5633231.001871
  nChanged 1612
		SP:Iteration 2Q (8632.390000 sec): 3 clusters
  Score: Raw -5638923.754111 + Penalty 5210.092060 = -5633713.662050
  nChanged 1412
		SP:Iteration 3Q (8632.530000 sec): 3 clusters
  Score: Raw -5639359.996841 + Penalty 5210.092060 = -5634149.904781
  nChanged 1362
		SP:Iteration 4Q (8632.660000 sec): 3 clusters
  Score: Raw -5639809.926694 + Penalty 5210.092060 = -5634599.834634
  nChanged 1387
		SP:Iteration 5Q (8632.800000 sec): 3 clusters
  Score: Raw -5640326.116530 + Penalty 5210.092060 = -5635116.024469
  nChanged 1419
		SP:Iteration 6Q (8632.930000 sec): 3 clusters
  Score: Raw -5640942.181279 + Penalty 5210.092060 = -5635732.089219
  nChanged 1610
		SP:Iteration 7Q (8633.070000 sec): 3 clusters
  Score: Raw -5641795.178242 + Penalty 5210.092060 = -5636585.086182
  nChanged 1891
		SP:Iteration 8F (8633.210000 sec): 3 clusters
  Score: Raw -5642975.523426 + Penalty 5210.092060 = -5637765.431365
  nChanged 2135
		SP:Iteration 9F (8633.340000 sec): 3 clusters
  Score: Raw -5644520.872899 + Penalty 5210.092060 = -5639310.780839
  nChanged 2235
		SP:Iteration 10F (8633.470000 sec): 3 clusters
  Score: Raw -5646249.447148 + Penalty 5210.092060 = -5641039.355088
  nChanged 2175
		SP:Iteration 11F (8633.610000 sec): 3 clusters
  Score: Raw -5648045.065111 + Penalty 5210.092060 = -5642834.973051
  nChanged 1862
		SP:Iteration 12F (8633.740000 sec): 3 clusters
  Score: Raw -5649616.656866 + Penalty 5210.092060 = -5644406.564806
  nChanged 1284
		SP:Iteration 13Q (8633.850000 sec): 3 clusters
  Score: Raw -5650682.451671 + Penalty 5210.092060 = -5645472.359610
  nChanged 709
		SP:Iteration 14Q (8633.960000 sec): 3 clusters
  Score: Raw -5651227.230249 + Penalty 5210.092060 = -5646017.138188
  nChanged 379
		SP:Iteration 15Q (8634.070000 sec): 3 clusters
  Score: Raw -5651541.207093 + Penalty 5210.092060 = -5646331.115032
  nChanged 224
		SP:Iteration 16Q (8634.170000 sec): 3 clusters
  Score: Raw -5651731.694070 + Penalty 5210.092060 = -5646521.602010
  nChanged 139
		SP:Iteration 17Q (8634.270000 sec): 3 clusters
  Score: Raw -5651842.725847 + Penalty 5210.092060 = -5646632.633786
  nChanged 84
		SP:Iteration 18Q (8634.360000 sec): 3 clusters
  Score: Raw -5651909.262901 + Penalty 5210.092060 = -5646699.170840
  nChanged 44
		SP:Iteration 19Q (8634.450000 sec): 3 clusters
  Score: Raw -5651942.282982 + Penalty 5210.092060 = -5646732.190922
  nChanged 35
		SP:Iteration 20F (8634.590000 sec): 3 clusters
  Score: Raw -5651980.186626 + Penalty 5210.092060 = -5646770.094565
  nChanged 24
		SP:Iteration 21Q (8634.680000 sec): 3 clusters
  Score: Raw -5652004.361936 + Penalty 5210.092060 = -5646794.269875
  nChanged 19
		SP:Iteration 22Q (8634.770000 sec): 3 clusters
  Score: Raw -5652019.242404 + Penalty 5210.092060 = -5646809.150343
  nChanged 14
		SP:Iteration 23Q (8634.860000 sec): 3 clusters
  Score: Raw -5652030.266318 + Penalty 5210.092060 = -5646820.174258
  nChanged 12
		SP:Iteration 24Q (8634.950000 sec): 3 clusters
  Score: Raw -5652042.184714 + Penalty 5210.092060 = -5646832.092654
  nChanged 9
		SP:Iteration 25Q (8635.040000 sec): 3 clusters
  Score: Raw -5652048.839113 + Penalty 5210.092060 = -5646838.747053
  nChanged 6
		SP:Iteration 26Q (8635.130000 sec): 3 clusters
  Score: Raw -5652054.444652 + Penalty 5210.092060 = -5646844.352592
  nChanged 5
		SP:Iteration 27Q (8635.230000 sec): 3 clusters
  Score: Raw -5652058.357131 + Penalty 5210.092060 = -5646848.265070
  nChanged 5
		SP:Iteration 28Q (8635.310000 sec): 3 clusters
  Score: Raw -5652062.784878 + Penalty 5210.092060 = -5646852.692818
  nChanged 4
		SP:Iteration 29Q (8635.410000 sec): 3 clusters
  Score: Raw -5652066.163243 + Penalty 5210.092060 = -5646856.071183
  nChanged 0
		SP:Iteration 30F (8635.540000 sec): 3 clusters
  Score: Raw -5652066.163243 + Penalty 5210.092060 = -5646856.071183
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8635.860000 sec): 2 clusters
  Score: Raw -14570628.045756 + Penalty 2851.799513 = -14567776.246243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8636.230000 sec): 3 clusters
  Score: Raw -14507459.639684 + Penalty 5703.599026 = -14501756.040658
  nChanged 46767
		SP:Iteration 1F (8636.600000 sec): 3 clusters
  Score: Raw -14534264.046476 + Penalty 5703.599026 = -14528560.447449
  nChanged 3725
		SP:Iteration 2Q (8636.980000 sec): 3 clusters
  Score: Raw -14535406.673586 + Penalty 5703.599026 = -14529703.074559
  nChanged 4399
		SP:Iteration 3Q (8637.350000 sec): 3 clusters
  Score: Raw -14537142.740354 + Penalty 5703.599026 = -14531439.141327
  nChanged 5645
		SP:Iteration 4F (8637.710000 sec): 3 clusters
  Score: Raw -14540086.777781 + Penalty 5703.599026 = -14534383.178754
  nChanged 7116
		SP:Iteration 5F (8638.070000 sec): 3 clusters
  Score: Raw -14544829.776756 + Penalty 5703.599026 = -14539126.177729
  nChanged 8057
		SP:Iteration 6F (8638.440000 sec): 3 clusters
  Score: Raw -14551152.246386 + Penalty 5703.599026 = -14545448.647359
  nChanged 7712
		SP:Iteration 7F (8638.810000 sec): 3 clusters
  Score: Raw -14557661.095999 + Penalty 5703.599026 = -14551957.496973
  nChanged 6112
		SP:Iteration 8F (8639.170000 sec): 3 clusters
  Score: Raw -14562974.002759 + Penalty 5703.599026 = -14557270.403733
  nChanged 4100
		SP:Iteration 9Q (8639.540000 sec): 3 clusters
  Score: Raw -14566494.711574 + Penalty 5703.599026 = -14560791.112547
  nChanged 2471
		SP:Iteration 10Q (8639.900000 sec): 3 clusters
  Score: Raw -14568675.453657 + Penalty 5703.599026 = -14562971.854630
  nChanged 1302
		SP:Iteration 11Q (8640.230000 sec): 3 clusters
  Score: Raw -14569857.910194 + Penalty 5703.599026 = -14564154.311167
  nChanged 642
		SP:Iteration 12Q (8640.530000 sec): 3 clusters
  Score: Raw -14570494.844469 + Penalty 5703.599026 = -14564791.245443
  nChanged 320
		SP:Iteration 13Q (8640.820000 sec): 3 clusters
  Score: Raw -14570786.757800 + Penalty 5703.599026 = -14565083.158774
  nChanged 189
		SP:Iteration 14Q (8641.090000 sec): 3 clusters
  Score: Raw -14570945.253767 + Penalty 5703.599026 = -14565241.654741
  nChanged 104
		SP:Iteration 15Q (8641.350000 sec): 3 clusters
  Score: Raw -14571021.779215 + Penalty 5703.599026 = -14565318.180189
  nChanged 60
		SP:Iteration 16Q (8641.620000 sec): 3 clusters
  Score: Raw -14571065.626552 + Penalty 5703.599026 = -14565362.027526
  nChanged 44
		SP:Iteration 17Q (8641.880000 sec): 3 clusters
  Score: Raw -14571091.898794 + Penalty 5703.599026 = -14565388.299768
  nChanged 23
		SP:Iteration 18Q (8642.140000 sec): 3 clusters
  Score: Raw -14571107.335893 + Penalty 5703.599026 = -14565403.736866
  nChanged 27
		SP:Iteration 19Q (8642.410000 sec): 3 clusters
  Score: Raw -14571120.259586 + Penalty 5703.599026 = -14565416.660559
  nChanged 11
		SP:Iteration 20F (8642.760000 sec): 3 clusters
  Score: Raw -14571126.421567 + Penalty 5703.599026 = -14565422.822541
  nChanged 6
		SP:Iteration 21Q (8643.020000 sec): 3 clusters
  Score: Raw -14571130.291689 + Penalty 5703.599026 = -14565426.692662
  nChanged 6
		SP:Iteration 22Q (8643.280000 sec): 3 clusters
  Score: Raw -14571133.623429 + Penalty 5703.599026 = -14565430.024403
  nChanged 8
		SP:Iteration 23Q (8643.550000 sec): 3 clusters
  Score: Raw -14571138.963341 + Penalty 5703.599026 = -14565435.364314
  nChanged 4
		SP:Iteration 24Q (8643.810000 sec): 3 clusters
  Score: Raw -14571142.237282 + Penalty 5703.599026 = -14565438.638256
  nChanged 4
		SP:Iteration 25Q (8644.060000 sec): 3 clusters
  Score: Raw -14571143.690638 + Penalty 5703.599026 = -14565440.091612
  nChanged 4
		SP:Iteration 26Q (8644.310000 sec): 3 clusters
  Score: Raw -14571145.765479 + Penalty 5703.599026 = -14565442.166453
  nChanged 3
		SP:Iteration 27Q (8644.570000 sec): 3 clusters
  Score: Raw -14571148.112063 + Penalty 5703.599026 = -14565444.513037
  nChanged 3
		SP:Iteration 28Q (8644.830000 sec): 3 clusters
  Score: Raw -14571150.209796 + Penalty 5703.599026 = -14565446.610769
  nChanged 3
		SP:Iteration 29Q (8645.090000 sec): 3 clusters
  Score: Raw -14571151.923637 + Penalty 5703.599026 = -14565448.324611
  nChanged 3
		SP:Iteration 30Q (8645.350000 sec): 3 clusters
  Score: Raw -14571153.698967 + Penalty 5703.599026 = -14565450.099941
  nChanged 3
		SP:Iteration 31Q (8645.610000 sec): 3 clusters
  Score: Raw -14571155.928790 + Penalty 5703.599026 = -14565452.329763
  nChanged 6
		SP:Iteration 32Q (8645.870000 sec): 3 clusters
  Score: Raw -14571158.531318 + Penalty 5703.599026 = -14565454.932291
  nChanged 4
		SP:Iteration 33Q (8646.130000 sec): 3 clusters
  Score: Raw -14571161.009527 + Penalty 5703.599026 = -14565457.410500
  nChanged 5
		SP:Iteration 34Q (8646.390000 sec): 3 clusters
  Score: Raw -14571164.736634 + Penalty 5703.599026 = -14565461.137607
  nChanged 7
		SP:Iteration 35Q (8646.650000 sec): 3 clusters
  Score: Raw -14571168.086575 + Penalty 5703.599026 = -14565464.487549
  nChanged 7
		SP:Iteration 36Q (8646.910000 sec): 3 clusters
  Score: Raw -14571172.766181 + Penalty 5703.599026 = -14565469.167154
  nChanged 5
		SP:Iteration 37Q (8647.180000 sec): 3 clusters
  Score: Raw -14571175.907906 + Penalty 5703.599026 = -14565472.308879
  nChanged 5
		SP:Iteration 38Q (8647.440000 sec): 3 clusters
  Score: Raw -14571178.638211 + Penalty 5703.599026 = -14565475.039185
  nChanged 3
		SP:Iteration 39Q (8647.700000 sec): 3 clusters
  Score: Raw -14571179.975569 + Penalty 5703.599026 = -14565476.376543
  nChanged 3
		SP:Iteration 40F (8648.060000 sec): 3 clusters
  Score: Raw -14571180.760744 + Penalty 5703.599026 = -14565477.161718
  nChanged 1
		SP:Iteration 41Q (8648.320000 sec): 3 clusters
  Score: Raw -14571181.544613 + Penalty 5703.599026 = -14565477.945586
  nChanged 2
		SP:Iteration 42Q (8648.580000 sec): 3 clusters
  Score: Raw -14571182.181317 + Penalty 5703.599026 = -14565478.582290
  nChanged 1
		SP:Iteration 43Q (8648.850000 sec): 3 clusters
  Score: Raw -14571182.696671 + Penalty 5703.599026 = -14565479.097645
  nChanged 2
		SP:Iteration 44Q (8649.110000 sec): 3 clusters
  Score: Raw -14571183.842519 + Penalty 5703.599026 = -14565480.243492
  nChanged 0
		SP:Iteration 45F (8649.460000 sec): 3 clusters
  Score: Raw -14571183.842519 + Penalty 5703.599026 = -14565480.243492
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8649.510000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8649.510000 sec): 3 clusters
  Score: Raw -22168.098003 + Penalty 2547.356025 = -19620.741978
  nChanged 8
		SP:Iteration 1Q (8649.510000 sec): 3 clusters
  Score: Raw -22214.969133 + Penalty 2547.356025 = -19667.613108
  nChanged 4
		SP:Iteration 2Q (8649.510000 sec): 3 clusters
  Score: Raw -22236.807643 + Penalty 2547.356025 = -19689.451618
  nChanged 1
		SP:Iteration 3Q (8649.510000 sec): 3 clusters
  Score: Raw -22244.389392 + Penalty 2547.356025 = -19697.033367
  nChanged 2
		SP:Iteration 4Q (8649.510000 sec): 3 clusters
  Score: Raw -22265.493340 + Penalty 2547.356025 = -19718.137316
  nChanged 3
		SP:Iteration 5Q (8649.510000 sec): 3 clusters
  Score: Raw -22289.297305 + Penalty 2547.356025 = -19741.941281
  nChanged 1
		SP:Iteration 6Q (8649.510000 sec): 3 clusters
  Score: Raw -22298.456302 + Penalty 2547.356025 = -19751.100278
  nChanged 1
		SP:Iteration 7Q (8649.510000 sec): 3 clusters
  Score: Raw -22305.566201 + Penalty 2547.356025 = -19758.210176
  nChanged 0
		SP:Iteration 8F (8649.510000 sec): 3 clusters
  Score: Raw -22305.566201 + Penalty 2547.356025 = -19758.210176
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8649.680000 sec): 2 clusters
  Score: Raw -7501479.168344 + Penalty 2688.609636 = -7498790.558708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8649.870000 sec): 3 clusters
  Score: Raw -7469704.503943 + Penalty 5377.219272 = -7464327.284671
  nChanged 23686
		SP:Iteration 1F (8650.060000 sec): 3 clusters
  Score: Raw -7482916.001551 + Penalty 5377.219272 = -7477538.782279
  nChanged 2040
		SP:Iteration 2Q (8650.250000 sec): 3 clusters
  Score: Raw -7483449.483684 + Penalty 5377.219272 = -7478072.264412
  nChanged 1835
		SP:Iteration 3Q (8650.440000 sec): 3 clusters
  Score: Raw -7483920.677789 + Penalty 5377.219272 = -7478543.458517
  nChanged 1760
		SP:Iteration 4Q (8650.640000 sec): 3 clusters
  Score: Raw -7484383.889441 + Penalty 5377.219272 = -7479006.670169
  nChanged 1687
		SP:Iteration 5Q (8650.830000 sec): 3 clusters
  Score: Raw -7484860.685943 + Penalty 5377.219272 = -7479483.466671
  nChanged 1671
		SP:Iteration 6Q (8651.020000 sec): 3 clusters
  Score: Raw -7485388.994103 + Penalty 5377.219272 = -7480011.774831
  nChanged 1784
		SP:Iteration 7Q (8651.210000 sec): 3 clusters
  Score: Raw -7486069.477179 + Penalty 5377.219272 = -7480692.257907
  nChanged 1958
		SP:Iteration 8Q (8651.400000 sec): 3 clusters
  Score: Raw -7486935.697862 + Penalty 5377.219272 = -7481558.478590
  nChanged 2184
		SP:Iteration 9Q (8651.600000 sec): 3 clusters
  Score: Raw -7488039.390973 + Penalty 5377.219272 = -7482662.171701
  nChanged 2370
		SP:Iteration 10Q (8651.790000 sec): 3 clusters
  Score: Raw -7489371.093301 + Penalty 5377.219272 = -7483993.874029
  nChanged 2510
		SP:Iteration 11Q (8651.980000 sec): 3 clusters
  Score: Raw -7490903.642262 + Penalty 5377.219272 = -7485526.422990
  nChanged 2475
		SP:Iteration 12Q (8652.170000 sec): 3 clusters
  Score: Raw -7492415.246428 + Penalty 5377.219272 = -7487038.027156
  nChanged 2215
		SP:Iteration 13Q (8652.360000 sec): 3 clusters
  Score: Raw -7493524.180831 + Penalty 5377.219272 = -7488146.961559
  nChanged 1681
		SP:Iteration 14Q (8652.540000 sec): 3 clusters
  Score: Raw -7494215.092888 + Penalty 5377.219272 = -7488837.873616
  nChanged 1307
		SP:Iteration 15Q (8652.720000 sec): 3 clusters
  Score: Raw -7494686.537870 + Penalty 5377.219272 = -7489309.318598
  nChanged 1106
		SP:Iteration 16Q (8652.890000 sec): 3 clusters
  Score: Raw -7495077.973389 + Penalty 5377.219272 = -7489700.754117
  nChanged 997
		SP:Iteration 17Q (8653.060000 sec): 3 clusters
  Score: Raw -7495461.868742 + Penalty 5377.219272 = -7490084.649470
  nChanged 1025
		SP:Iteration 18Q (8653.230000 sec): 3 clusters
  Score: Raw -7495855.833530 + Penalty 5377.219272 = -7490478.614258
  nChanged 986
		SP:Iteration 19Q (8653.400000 sec): 3 clusters
  Score: Raw -7496271.336403 + Penalty 5377.219272 = -7490894.117131
  nChanged 986
		SP:Iteration 20F (8653.590000 sec): 3 clusters
  Score: Raw -7496718.124488 + Penalty 5377.219272 = -7491340.905216
  nChanged 985
		SP:Iteration 21Q (8653.750000 sec): 3 clusters
  Score: Raw -7497207.623795 + Penalty 5377.219272 = -7491830.404523
  nChanged 1019
		SP:Iteration 22Q (8653.910000 sec): 3 clusters
  Score: Raw -7497746.080628 + Penalty 5377.219272 = -7492368.861356
  nChanged 999
		SP:Iteration 23Q (8654.070000 sec): 3 clusters
  Score: Raw -7498320.734335 + Penalty 5377.219272 = -7492943.515063
  nChanged 943
		SP:Iteration 24Q (8654.220000 sec): 3 clusters
  Score: Raw -7498889.932936 + Penalty 5377.219272 = -7493512.713664
  nChanged 850
		SP:Iteration 25Q (8654.380000 sec): 3 clusters
  Score: Raw -7499430.034113 + Penalty 5377.219272 = -7494052.814841
  nChanged 770
		SP:Iteration 26Q (8654.520000 sec): 3 clusters
  Score: Raw -7499930.079153 + Penalty 5377.219272 = -7494552.859881
  nChanged 651
		SP:Iteration 27Q (8654.670000 sec): 3 clusters
  Score: Raw -7500353.462462 + Penalty 5377.219272 = -7494976.243190
  nChanged 527
		SP:Iteration 28Q (8654.810000 sec): 3 clusters
  Score: Raw -7500724.173332 + Penalty 5377.219272 = -7495346.954060
  nChanged 382
		SP:Iteration 29Q (8654.950000 sec): 3 clusters
  Score: Raw -7500991.927707 + Penalty 5377.219272 = -7495614.708435
  nChanged 273
		SP:Iteration 30Q (8655.090000 sec): 3 clusters
  Score: Raw -7501181.207575 + Penalty 5377.219272 = -7495803.988303
  nChanged 200
		SP:Iteration 31Q (8655.220000 sec): 3 clusters
  Score: Raw -7501331.544286 + Penalty 5377.219272 = -7495954.325014
  nChanged 174
		SP:Iteration 32Q (8655.360000 sec): 3 clusters
  Score: Raw -7501466.397226 + Penalty 5377.219272 = -7496089.177954
  nChanged 113
		SP:Iteration 33Q (8655.490000 sec): 3 clusters
  Score: Raw -7501552.460752 + Penalty 5377.219272 = -7496175.241480
  nChanged 63
		SP:Iteration 34Q (8655.620000 sec): 3 clusters
  Score: Raw -7501604.272284 + Penalty 5377.219272 = -7496227.053012
  nChanged 51
		SP:Iteration 35Q (8655.760000 sec): 3 clusters
  Score: Raw -7501646.521894 + Penalty 5377.219272 = -7496269.302622
  nChanged 36
		SP:Iteration 36Q (8655.900000 sec): 3 clusters
  Score: Raw -7501675.994176 + Penalty 5377.219272 = -7496298.774904
  nChanged 33
		SP:Iteration 37Q (8656.030000 sec): 3 clusters
  Score: Raw -7501706.369239 + Penalty 5377.219272 = -7496329.149967
  nChanged 26
		SP:Iteration 38Q (8656.160000 sec): 3 clusters
  Score: Raw -7501732.279565 + Penalty 5377.219272 = -7496355.060293
  nChanged 19
		SP:Iteration 39Q (8656.290000 sec): 3 clusters
  Score: Raw -7501747.942328 + Penalty 5377.219272 = -7496370.723056
  nChanged 12
		SP:Iteration 40F (8656.470000 sec): 3 clusters
  Score: Raw -7501758.210813 + Penalty 5377.219272 = -7496380.991541
  nChanged 5
		SP:Iteration 41Q (8656.600000 sec): 3 clusters
  Score: Raw -7501761.303035 + Penalty 5377.219272 = -7496384.083763
  nChanged 2
		SP:Iteration 42Q (8656.730000 sec): 3 clusters
  Score: Raw -7501762.864715 + Penalty 5377.219272 = -7496385.645443
  nChanged 3
		SP:Iteration 43Q (8656.860000 sec): 3 clusters
  Score: Raw -7501765.116705 + Penalty 5377.219272 = -7496387.897433
  nChanged 5
		SP:Iteration 44Q (8656.990000 sec): 3 clusters
  Score: Raw -7501771.769014 + Penalty 5377.219272 = -7496394.549742
  nChanged 6
		SP:Iteration 45Q (8657.120000 sec): 3 clusters
  Score: Raw -7501778.952089 + Penalty 5377.219272 = -7496401.732817
  nChanged 5
		SP:Iteration 46Q (8657.240000 sec): 3 clusters
  Score: Raw -7501783.815686 + Penalty 5377.219272 = -7496406.596414
  nChanged 3
		SP:Iteration 47Q (8657.370000 sec): 3 clusters
  Score: Raw -7501786.412617 + Penalty 5377.219272 = -7496409.193345
  nChanged 4
		SP:Iteration 48Q (8657.500000 sec): 3 clusters
  Score: Raw -7501790.278982 + Penalty 5377.219272 = -7496413.059710
  nChanged 7
		SP:Iteration 49Q (8657.630000 sec): 3 clusters
  Score: Raw -7501796.500405 + Penalty 5377.219272 = -7496419.281133
  nChanged 5
		SP:Iteration 50Q (8657.760000 sec): 3 clusters
  Score: Raw -7501799.792336 + Penalty 5377.219272 = -7496422.573064
  nChanged 1
		SP:Iteration 51Q (8657.890000 sec): 3 clusters
  Score: Raw -7501800.519223 + Penalty 5377.219272 = -7496423.299951
  nChanged 3
		SP:Iteration 52Q (8658.020000 sec): 3 clusters
  Score: Raw -7501802.751342 + Penalty 5377.219272 = -7496425.532070
  nChanged 5
		SP:Iteration 53Q (8658.160000 sec): 3 clusters
  Score: Raw -7501805.887417 + Penalty 5377.219272 = -7496428.668145
  nChanged 3
		SP:Iteration 54Q (8658.300000 sec): 3 clusters
  Score: Raw -7501807.638066 + Penalty 5377.219272 = -7496430.418794
  nChanged 2
		SP:Iteration 55Q (8658.440000 sec): 3 clusters
  Score: Raw -7501810.097307 + Penalty 5377.219272 = -7496432.878035
  nChanged 0
		SP:Iteration 56F (8658.620000 sec): 3 clusters
  Score: Raw -7501810.097307 + Penalty 5377.219272 = -7496432.878035
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8658.650000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8658.650000 sec): 3 clusters
  Score: Raw -76037.979240 + Penalty 3043.240186 = -72994.739054
  nChanged 112
		SP:Iteration 1F (8658.650000 sec): 3 clusters
  Score: Raw -76365.232721 + Penalty 3043.240186 = -73321.992535
  nChanged 47
		SP:Iteration 2F (8658.650000 sec): 3 clusters
  Score: Raw -76519.797325 + Penalty 3043.240186 = -73476.557139
  nChanged 31
		SP:Iteration 3F (8658.660000 sec): 3 clusters
  Score: Raw -76699.297206 + Penalty 3043.240186 = -73656.057020
  nChanged 18
		SP:Iteration 4Q (8658.660000 sec): 3 clusters
  Score: Raw -76848.087164 + Penalty 3043.240186 = -73804.846978
  nChanged 11
		SP:Iteration 5Q (8658.660000 sec): 3 clusters
  Score: Raw -76911.422874 + Penalty 3043.240186 = -73868.182688
  nChanged 2
		SP:Iteration 6Q (8658.660000 sec): 3 clusters
  Score: Raw -76922.325377 + Penalty 3043.240186 = -73879.085191
  nChanged 1
		SP:Iteration 7Q (8658.660000 sec): 3 clusters
  Score: Raw -76923.915824 + Penalty 3043.240186 = -73880.675638
  nChanged 0
		SP:Iteration 8F (8658.660000 sec): 3 clusters
  Score: Raw -76923.915824 + Penalty 3043.240186 = -73880.675638
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8658.660000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8658.660000 sec): 3 clusters
  Score: Raw -68268.770836 + Penalty 3055.958832 = -65212.812004
  nChanged 76
		SP:Iteration 1F (8658.670000 sec): 3 clusters
  Score: Raw -68417.859697 + Penalty 3055.958832 = -65361.900865
  nChanged 17
		SP:Iteration 2Q (8658.670000 sec): 3 clusters
  Score: Raw -68459.917727 + Penalty 3055.958832 = -65403.958896
  nChanged 10
		SP:Iteration 3Q (8658.670000 sec): 3 clusters
  Score: Raw -68486.708473 + Penalty 3055.958832 = -65430.749641
  nChanged 9
		SP:Iteration 4Q (8658.670000 sec): 3 clusters
  Score: Raw -68511.252259 + Penalty 3055.958832 = -65455.293427
  nChanged 7
		SP:Iteration 5Q (8658.670000 sec): 3 clusters
  Score: Raw -68529.152656 + Penalty 3055.958832 = -65473.193825
  nChanged 5
		SP:Iteration 6Q (8658.680000 sec): 3 clusters
  Score: Raw -68546.891647 + Penalty 3055.958832 = -65490.932815
  nChanged 3
		SP:Iteration 7Q (8658.680000 sec): 3 clusters
  Score: Raw -68555.697852 + Penalty 3055.958832 = -65499.739021
  nChanged 4
		SP:Iteration 8Q (8658.680000 sec): 3 clusters
  Score: Raw -68568.920654 + Penalty 3055.958832 = -65512.961822
  nChanged 3
		SP:Iteration 9Q (8658.680000 sec): 3 clusters
  Score: Raw -68576.855528 + Penalty 3055.958832 = -65520.896697
  nChanged 1
		SP:Iteration 10Q (8658.680000 sec): 3 clusters
  Score: Raw -68583.446782 + Penalty 3055.958832 = -65527.487950
  nChanged 1
		SP:Iteration 11Q (8658.680000 sec): 3 clusters
  Score: Raw -68586.523069 + Penalty 3055.958832 = -65530.564238
  nChanged 1
		SP:Iteration 12Q (8658.680000 sec): 3 clusters
  Score: Raw -68587.615747 + Penalty 3055.958832 = -65531.656916
  nChanged 0
		SP:Iteration 13F (8658.690000 sec): 3 clusters
  Score: Raw -68587.615747 + Penalty 3055.958832 = -65531.656916
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (267931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8659.600000 sec): 2 clusters
  Score: Raw -39649162.005962 + Penalty 3099.624221 = -39646062.381741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8660.590000 sec): 3 clusters
  Score: Raw -39472283.643619 + Penalty 6199.248443 = -39466084.395176
  nChanged 129427
		SP:Iteration 1F (8661.580000 sec): 3 clusters
  Score: Raw -39548282.221587 + Penalty 6199.248443 = -39542082.973144
  nChanged 6240
		SP:Iteration 2Q (8662.600000 sec): 3 clusters
  Score: Raw -39549439.930498 + Penalty 6199.248443 = -39543240.682055
  nChanged 7106
		SP:Iteration 3Q (8663.620000 sec): 3 clusters
  Score: Raw -39551142.800925 + Penalty 6199.248443 = -39544943.552482
  nChanged 9040
		SP:Iteration 4Q (8664.630000 sec): 3 clusters
  Score: Raw -39554141.937787 + Penalty 6199.248443 = -39547942.689344
  nChanged 12757
		SP:Iteration 5Q (8665.650000 sec): 3 clusters
  Score: Raw -39560126.937984 + Penalty 6199.248443 = -39553927.689541
  nChanged 18144
		SP:Iteration 6F (8666.640000 sec): 3 clusters
  Score: Raw -39571809.365422 + Penalty 6199.248443 = -39565610.116979
  nChanged 23894
		SP:Iteration 7F (8667.630000 sec): 3 clusters
  Score: Raw -39592056.355370 + Penalty 6199.248443 = -39585857.106928
  nChanged 25532
		SP:Iteration 8F (8668.600000 sec): 3 clusters
  Score: Raw -39617231.414290 + Penalty 6199.248443 = -39611032.165848
  nChanged 18974
		SP:Iteration 9F (8669.580000 sec): 3 clusters
  Score: Raw -39636590.468836 + Penalty 6199.248443 = -39630391.220394
  nChanged 9174
		SP:Iteration 10Q (8670.470000 sec): 3 clusters
  Score: Raw -39645490.946810 + Penalty 6199.248443 = -39639291.698367
  nChanged 3067
		SP:Iteration 11Q (8671.270000 sec): 3 clusters
  Score: Raw -39648302.519193 + Penalty 6199.248443 = -39642103.270750
  nChanged 815
		SP:Iteration 12Q (8672.000000 sec): 3 clusters
  Score: Raw -39649088.101316 + Penalty 6199.248443 = -39642888.852873
  nChanged 194
		SP:Iteration 13Q (8672.700000 sec): 3 clusters
  Score: Raw -39649310.117117 + Penalty 6199.248443 = -39643110.868675
  nChanged 66
		SP:Iteration 14Q (8673.390000 sec): 3 clusters
  Score: Raw -39649393.673988 + Penalty 6199.248443 = -39643194.425545
  nChanged 36
		SP:Iteration 15Q (8674.080000 sec): 3 clusters
  Score: Raw -39649441.189286 + Penalty 6199.248443 = -39643241.940843
  nChanged 12
		SP:Iteration 16Q (8674.770000 sec): 3 clusters
  Score: Raw -39649456.706100 + Penalty 6199.248443 = -39643257.457657
  nChanged 6
		SP:Iteration 17Q (8675.460000 sec): 3 clusters
  Score: Raw -39649463.921557 + Penalty 6199.248443 = -39643264.673114
  nChanged 7
		SP:Iteration 18Q (8676.150000 sec): 3 clusters
  Score: Raw -39649472.962795 + Penalty 6199.248443 = -39643273.714352
  nChanged 6
		SP:Iteration 19Q (8676.840000 sec): 3 clusters
  Score: Raw -39649482.289142 + Penalty 6199.248443 = -39643283.040699
  nChanged 11
		SP:Iteration 20F (8677.800000 sec): 3 clusters
  Score: Raw -39649498.298197 + Penalty 6199.248443 = -39643299.049754
  nChanged 5
		SP:Iteration 21Q (8678.490000 sec): 3 clusters
  Score: Raw -39649504.322648 + Penalty 6199.248443 = -39643305.074206
  nChanged 5
		SP:Iteration 22Q (8679.180000 sec): 3 clusters
  Score: Raw -39649510.487779 + Penalty 6199.248443 = -39643311.239336
  nChanged 7
		SP:Iteration 23Q (8679.870000 sec): 3 clusters
  Score: Raw -39649523.204848 + Penalty 6199.248443 = -39643323.956406
  nChanged 6
		SP:Iteration 24Q (8680.560000 sec): 3 clusters
  Score: Raw -39649534.967002 + Penalty 6199.248443 = -39643335.718559
  nChanged 1
		SP:Iteration 25Q (8681.250000 sec): 3 clusters
  Score: Raw -39649536.490181 + Penalty 6199.248443 = -39643337.241739
  nChanged 0
		SP:Iteration 26F (8682.210000 sec): 3 clusters
  Score: Raw -39649536.490181 + Penalty 6199.248443 = -39643337.241739
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8682.410000 sec): 2 clusters
  Score: Raw -5141379.529753 + Penalty 2585.006092 = -5138794.523661
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8682.540000 sec): 3 clusters
  Score: Raw -5121036.260916 + Penalty 5170.012183 = -5115866.248733
  nChanged 15210
		SP:Iteration 1F (8682.660000 sec): 3 clusters
  Score: Raw -5129242.392378 + Penalty 5170.012183 = -5124072.380195
  nChanged 1544
		SP:Iteration 2Q (8682.790000 sec): 3 clusters
  Score: Raw -5129738.609999 + Penalty 5170.012183 = -5124568.597816
  nChanged 1529
		SP:Iteration 3Q (8682.910000 sec): 3 clusters
  Score: Raw -5130312.807126 + Penalty 5170.012183 = -5125142.794943
  nChanged 1649
		SP:Iteration 4Q (8683.040000 sec): 3 clusters
  Score: Raw -5131069.479767 + Penalty 5170.012183 = -5125899.467584
  nChanged 1943
		SP:Iteration 5F (8683.160000 sec): 3 clusters
  Score: Raw -5132185.663611 + Penalty 5170.012183 = -5127015.651428
  nChanged 2308
		SP:Iteration 6F (8683.290000 sec): 3 clusters
  Score: Raw -5133836.076200 + Penalty 5170.012183 = -5128666.064017
  nChanged 2412
		SP:Iteration 7F (8683.410000 sec): 3 clusters
  Score: Raw -5135843.158846 + Penalty 5170.012183 = -5130673.146663
  nChanged 2209
		SP:Iteration 8F (8683.530000 sec): 3 clusters
  Score: Raw -5137822.805920 + Penalty 5170.012183 = -5132652.793737
  nChanged 1617
		SP:Iteration 9Q (8683.650000 sec): 3 clusters
  Score: Raw -5139279.542612 + Penalty 5170.012183 = -5134109.530429
  nChanged 1072
		SP:Iteration 10Q (8683.770000 sec): 3 clusters
  Score: Raw -5140210.806974 + Penalty 5170.012183 = -5135040.794791
  nChanged 688
		SP:Iteration 11Q (8683.880000 sec): 3 clusters
  Score: Raw -5140694.353092 + Penalty 5170.012183 = -5135524.340909
  nChanged 448
		SP:Iteration 12Q (8683.990000 sec): 3 clusters
  Score: Raw -5140949.681503 + Penalty 5170.012183 = -5135779.669320
  nChanged 312
		SP:Iteration 13Q (8684.080000 sec): 3 clusters
  Score: Raw -5141111.570273 + Penalty 5170.012183 = -5135941.558090
  nChanged 205
		SP:Iteration 14Q (8684.180000 sec): 3 clusters
  Score: Raw -5141215.112527 + Penalty 5170.012183 = -5136045.100344
  nChanged 155
		SP:Iteration 15Q (8684.270000 sec): 3 clusters
  Score: Raw -5141276.324000 + Penalty 5170.012183 = -5136106.311817
  nChanged 111
		SP:Iteration 16Q (8684.370000 sec): 3 clusters
  Score: Raw -5141314.318531 + Penalty 5170.012183 = -5136144.306348
  nChanged 84
		SP:Iteration 17Q (8684.460000 sec): 3 clusters
  Score: Raw -5141340.881698 + Penalty 5170.012183 = -5136170.869515
  nChanged 87
		SP:Iteration 18Q (8684.550000 sec): 3 clusters
  Score: Raw -5141369.674788 + Penalty 5170.012183 = -5136199.662605
  nChanged 71
		SP:Iteration 19Q (8684.640000 sec): 3 clusters
  Score: Raw -5141394.239735 + Penalty 5170.012183 = -5136224.227552
  nChanged 66
		SP:Iteration 20F (8684.760000 sec): 3 clusters
  Score: Raw -5141411.868882 + Penalty 5170.012183 = -5136241.856699
  nChanged 43
		SP:Iteration 21Q (8684.850000 sec): 3 clusters
  Score: Raw -5141424.052706 + Penalty 5170.012183 = -5136254.040523
  nChanged 41
		SP:Iteration 22Q (8684.940000 sec): 3 clusters
  Score: Raw -5141435.484744 + Penalty 5170.012183 = -5136265.472561
  nChanged 45
		SP:Iteration 23Q (8685.030000 sec): 3 clusters
  Score: Raw -5141449.924302 + Penalty 5170.012183 = -5136279.912119
  nChanged 39
		SP:Iteration 24Q (8685.120000 sec): 3 clusters
  Score: Raw -5141459.807337 + Penalty 5170.012183 = -5136289.795154
  nChanged 29
		SP:Iteration 25Q (8685.210000 sec): 3 clusters
  Score: Raw -5141466.209484 + Penalty 5170.012183 = -5136296.197301
  nChanged 22
		SP:Iteration 26Q (8685.310000 sec): 3 clusters
  Score: Raw -5141471.705096 + Penalty 5170.012183 = -5136301.692913
  nChanged 24
		SP:Iteration 27Q (8685.400000 sec): 3 clusters
  Score: Raw -5141478.072028 + Penalty 5170.012183 = -5136308.059845
  nChanged 39
		SP:Iteration 28Q (8685.490000 sec): 3 clusters
  Score: Raw -5141489.684526 + Penalty 5170.012183 = -5136319.672343
  nChanged 38
		SP:Iteration 29Q (8685.580000 sec): 3 clusters
  Score: Raw -5141501.205507 + Penalty 5170.012183 = -5136331.193324
  nChanged 36
		SP:Iteration 30Q (8685.670000 sec): 3 clusters
  Score: Raw -5141512.261174 + Penalty 5170.012183 = -5136342.248991
  nChanged 33
		SP:Iteration 31Q (8685.760000 sec): 3 clusters
  Score: Raw -5141521.729062 + Penalty 5170.012183 = -5136351.716879
  nChanged 35
		SP:Iteration 32Q (8685.850000 sec): 3 clusters
  Score: Raw -5141532.579040 + Penalty 5170.012183 = -5136362.566857
  nChanged 33
		SP:Iteration 33Q (8685.950000 sec): 3 clusters
  Score: Raw -5141541.883257 + Penalty 5170.012183 = -5136371.871074
  nChanged 34
		SP:Iteration 34Q (8686.030000 sec): 3 clusters
  Score: Raw -5141552.485160 + Penalty 5170.012183 = -5136382.472977
  nChanged 33
		SP:Iteration 35Q (8686.130000 sec): 3 clusters
  Score: Raw -5141563.341477 + Penalty 5170.012183 = -5136393.329294
  nChanged 33
		SP:Iteration 36Q (8686.220000 sec): 3 clusters
  Score: Raw -5141572.485714 + Penalty 5170.012183 = -5136402.473531
  nChanged 18
		SP:Iteration 37Q (8686.310000 sec): 3 clusters
  Score: Raw -5141578.316843 + Penalty 5170.012183 = -5136408.304660
  nChanged 22
		SP:Iteration 38Q (8686.400000 sec): 3 clusters
  Score: Raw -5141586.520740 + Penalty 5170.012183 = -5136416.508557
  nChanged 16
		SP:Iteration 39Q (8686.490000 sec): 3 clusters
  Score: Raw -5141591.780934 + Penalty 5170.012183 = -5136421.768751
  nChanged 14
		SP:Iteration 40F (8686.610000 sec): 3 clusters
  Score: Raw -5141595.208614 + Penalty 5170.012183 = -5136425.196431
  nChanged 12
		SP:Iteration 41Q (8686.700000 sec): 3 clusters
  Score: Raw -5141597.720155 + Penalty 5170.012183 = -5136427.707972
  nChanged 8
		SP:Iteration 42Q (8686.790000 sec): 3 clusters
  Score: Raw -5141599.630526 + Penalty 5170.012183 = -5136429.618343
  nChanged 10
		SP:Iteration 43Q (8686.870000 sec): 3 clusters
  Score: Raw -5141601.448971 + Penalty 5170.012183 = -5136431.436788
  nChanged 2
		SP:Iteration 44Q (8686.960000 sec): 3 clusters
  Score: Raw -5141602.043237 + Penalty 5170.012183 = -5136432.031054
  nChanged 5
		SP:Iteration 45Q (8687.050000 sec): 3 clusters
  Score: Raw -5141603.333569 + Penalty 5170.012183 = -5136433.321386
  nChanged 4
		SP:Iteration 46Q (8687.140000 sec): 3 clusters
  Score: Raw -5141604.886500 + Penalty 5170.012183 = -5136434.874317
  nChanged 6
		SP:Iteration 47Q (8687.230000 sec): 3 clusters
  Score: Raw -5141606.380369 + Penalty 5170.012183 = -5136436.368186
  nChanged 1
		SP:Iteration 48Q (8687.320000 sec): 3 clusters
  Score: Raw -5141606.675605 + Penalty 5170.012183 = -5136436.663422
  nChanged 2
		SP:Iteration 49Q (8687.410000 sec): 3 clusters
  Score: Raw -5141607.235511 + Penalty 5170.012183 = -5136437.223328
  nChanged 5
		SP:Iteration 50Q (8687.490000 sec): 3 clusters
  Score: Raw -5141608.990419 + Penalty 5170.012183 = -5136438.978236
  nChanged 4
		SP:Iteration 51Q (8687.590000 sec): 3 clusters
  Score: Raw -5141609.806251 + Penalty 5170.012183 = -5136439.794068
  nChanged 3
		SP:Iteration 52Q (8687.680000 sec): 3 clusters
  Score: Raw -5141610.305652 + Penalty 5170.012183 = -5136440.293469
  nChanged 2
		SP:Iteration 53Q (8687.770000 sec): 3 clusters
  Score: Raw -5141611.654737 + Penalty 5170.012183 = -5136441.642554
  nChanged 3
		SP:Iteration 54Q (8687.860000 sec): 3 clusters
  Score: Raw -5141612.334964 + Penalty 5170.012183 = -5136442.322781
  nChanged 4
		SP:Iteration 55Q (8687.950000 sec): 3 clusters
  Score: Raw -5141613.005098 + Penalty 5170.012183 = -5136442.992914
  nChanged 3
		SP:Iteration 56Q (8688.040000 sec): 3 clusters
  Score: Raw -5141613.443758 + Penalty 5170.012183 = -5136443.431575
  nChanged 2
		SP:Iteration 57Q (8688.130000 sec): 3 clusters
  Score: Raw -5141613.894278 + Penalty 5170.012183 = -5136443.882095
  nChanged 4
		SP:Iteration 58Q (8688.220000 sec): 3 clusters
  Score: Raw -5141614.542116 + Penalty 5170.012183 = -5136444.529933
  nChanged 1
		SP:Iteration 59Q (8688.310000 sec): 3 clusters
  Score: Raw -5141614.680734 + Penalty 5170.012183 = -5136444.668551
  nChanged 0
		SP:Iteration 60F (8688.430000 sec): 3 clusters
  Score: Raw -5141614.680734 + Penalty 5170.012183 = -5136444.668551
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.450000 sec): 2 clusters
  Score: Raw -141751.663836 + Penalty 1732.668482 = -140018.995354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.460000 sec): 3 clusters
  Score: Raw -141509.898211 + Penalty 3465.336964 = -138044.561247
  nChanged 278
		SP:Iteration 1F (8688.460000 sec): 3 clusters
  Score: Raw -141857.898718 + Penalty 3465.336964 = -138392.561754
  nChanged 75
		SP:Iteration 2F (8688.470000 sec): 3 clusters
  Score: Raw -141954.145804 + Penalty 3465.336964 = -138488.808840
  nChanged 40
		SP:Iteration 3Q (8688.470000 sec): 3 clusters
  Score: Raw -142003.226436 + Penalty 3465.336964 = -138537.889472
  nChanged 25
		SP:Iteration 4Q (8688.470000 sec): 3 clusters
  Score: Raw -142036.262862 + Penalty 3465.336964 = -138570.925898
  nChanged 17
		SP:Iteration 5Q (8688.480000 sec): 3 clusters
  Score: Raw -142062.788018 + Penalty 3465.336964 = -138597.451054
  nChanged 18
		SP:Iteration 6Q (8688.480000 sec): 3 clusters
  Score: Raw -142096.004325 + Penalty 3465.336964 = -138630.667361
  nChanged 12
		SP:Iteration 7Q (8688.490000 sec): 3 clusters
  Score: Raw -142115.546916 + Penalty 3465.336964 = -138650.209952
  nChanged 10
		SP:Iteration 8Q (8688.490000 sec): 3 clusters
  Score: Raw -142127.816737 + Penalty 3465.336964 = -138662.479773
  nChanged 8
		SP:Iteration 9Q (8688.490000 sec): 3 clusters
  Score: Raw -142136.965374 + Penalty 3465.336964 = -138671.628410
  nChanged 3
		SP:Iteration 10Q (8688.500000 sec): 3 clusters
  Score: Raw -142141.444131 + Penalty 3465.336964 = -138676.107167
  nChanged 4
		SP:Iteration 11Q (8688.500000 sec): 3 clusters
  Score: Raw -142148.741255 + Penalty 3465.336964 = -138683.404291
  nChanged 4
		SP:Iteration 12Q (8688.500000 sec): 3 clusters
  Score: Raw -142155.241639 + Penalty 3465.336964 = -138689.904676
  nChanged 5
		SP:Iteration 13Q (8688.510000 sec): 3 clusters
  Score: Raw -142160.927360 + Penalty 3465.336964 = -138695.590396
  nChanged 1
		SP:Iteration 14Q (8688.510000 sec): 3 clusters
  Score: Raw -142162.655648 + Penalty 3465.336964 = -138697.318684
  nChanged 1
		SP:Iteration 15Q (8688.510000 sec): 3 clusters
  Score: Raw -142163.585459 + Penalty 3465.336964 = -138698.248495
  nChanged 0
		SP:Iteration 16F (8688.520000 sec): 3 clusters
  Score: Raw -142163.585459 + Penalty 3465.336964 = -138698.248495
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.520000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.520000 sec): 3 clusters
  Score: Raw -31496.399068 + Penalty 2705.839273 = -28790.559795
  nChanged 11
		SP:Iteration 1Q (8688.520000 sec): 3 clusters
  Score: Raw -31541.004249 + Penalty 2705.839273 = -28835.164976
  nChanged 2
		SP:Iteration 2Q (8688.520000 sec): 3 clusters
  Score: Raw -31553.164974 + Penalty 2705.839273 = -28847.325701
  nChanged 3
		SP:Iteration 3Q (8688.530000 sec): 3 clusters
  Score: Raw -31574.534602 + Penalty 2705.839273 = -28868.695329
  nChanged 1
		SP:Iteration 4Q (8688.530000 sec): 3 clusters
  Score: Raw -31576.621387 + Penalty 2705.839273 = -28870.782113
  nChanged 3
		SP:Iteration 5Q (8688.530000 sec): 3 clusters
  Score: Raw -31590.926217 + Penalty 2705.839273 = -28885.086944
  nChanged 1
		SP:Iteration 6Q (8688.530000 sec): 3 clusters
  Score: Raw -31596.035173 + Penalty 2705.839273 = -28890.195900
  nChanged 0
		SP:Iteration 7F (8688.530000 sec): 3 clusters
  Score: Raw -31596.035173 + Penalty 2705.839273 = -28890.195900
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.530000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.530000 sec): 3 clusters
  Score: Raw -77792.552549 + Penalty 3172.049753 = -74620.502796
  nChanged 136
		SP:Iteration 1F (8688.530000 sec): 3 clusters
  Score: Raw -78092.814941 + Penalty 3172.049753 = -74920.765189
  nChanged 39
		SP:Iteration 2F (8688.540000 sec): 3 clusters
  Score: Raw -78288.207756 + Penalty 3172.049753 = -75116.158003
  nChanged 49
		SP:Iteration 3F (8688.540000 sec): 3 clusters
  Score: Raw -78521.380978 + Penalty 3172.049753 = -75349.331226
  nChanged 40
		SP:Iteration 4F (8688.540000 sec): 3 clusters
  Score: Raw -78674.075221 + Penalty 3172.049753 = -75502.025468
  nChanged 30
		SP:Iteration 5F (8688.540000 sec): 3 clusters
  Score: Raw -78763.423867 + Penalty 3172.049753 = -75591.374114
  nChanged 12
		SP:Iteration 6Q (8688.550000 sec): 3 clusters
  Score: Raw -78817.893088 + Penalty 3172.049753 = -75645.843336
  nChanged 15
		SP:Iteration 7Q (8688.550000 sec): 3 clusters
  Score: Raw -78854.154970 + Penalty 3172.049753 = -75682.105217
  nChanged 8
		SP:Iteration 8Q (8688.550000 sec): 3 clusters
  Score: Raw -78883.235889 + Penalty 3172.049753 = -75711.186136
  nChanged 2
		SP:Iteration 9Q (8688.550000 sec): 3 clusters
  Score: Raw -78887.302971 + Penalty 3172.049753 = -75715.253218
  nChanged 1
		SP:Iteration 10Q (8688.550000 sec): 3 clusters
  Score: Raw -78888.695439 + Penalty 3172.049753 = -75716.645686
  nChanged 1
		SP:Iteration 11Q (8688.550000 sec): 3 clusters
  Score: Raw -78890.231293 + Penalty 3172.049753 = -75718.181541
  nChanged 0
		SP:Iteration 12F (8688.560000 sec): 3 clusters
  Score: Raw -78890.231293 + Penalty 3172.049753 = -75718.181541
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.560000 sec): 2 clusters
  Score: Raw -24575.550785 + Penalty 1363.297720 = -23212.253065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.560000 sec): 3 clusters
  Score: Raw -24893.867128 + Penalty 2726.595440 = -22167.271688
  nChanged 49
		SP:Iteration 1F (8688.560000 sec): 3 clusters
  Score: Raw -25230.513301 + Penalty 2726.595440 = -22503.917861
  nChanged 17
		SP:Iteration 2F (8688.560000 sec): 3 clusters
  Score: Raw -25405.014333 + Penalty 2726.595440 = -22678.418893
  nChanged 7
		SP:Iteration 3Q (8688.560000 sec): 3 clusters
  Score: Raw -25430.894765 + Penalty 2726.595440 = -22704.299325
  nChanged 2
		SP:Iteration 4Q (8688.560000 sec): 3 clusters
  Score: Raw -25442.408073 + Penalty 2726.595440 = -22715.812633
  nChanged 4
		SP:Iteration 5Q (8688.570000 sec): 3 clusters
  Score: Raw -25477.403929 + Penalty 2726.595440 = -22750.808490
  nChanged 3
		SP:Iteration 6Q (8688.570000 sec): 3 clusters
  Score: Raw -25533.499647 + Penalty 2726.595440 = -22806.904208
  nChanged 3
		SP:Iteration 7Q (8688.570000 sec): 3 clusters
  Score: Raw -25578.362148 + Penalty 2726.595440 = -22851.766708
  nChanged 3
		SP:Iteration 8Q (8688.570000 sec): 3 clusters
  Score: Raw -25638.705467 + Penalty 2726.595440 = -22912.110027
  nChanged 1
		SP:Iteration 9Q (8688.570000 sec): 3 clusters
  Score: Raw -25663.041401 + Penalty 2726.595440 = -22936.445962
  nChanged 0
		SP:Iteration 10F (8688.570000 sec): 3 clusters
  Score: Raw -25663.041401 + Penalty 2726.595440 = -22936.445962
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.570000 sec): 2 clusters
  Score: Raw -33339.247056 + Penalty 1391.149005 = -31948.098051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.570000 sec): 3 clusters
  Score: Raw -33535.390973 + Penalty 2782.298010 = -30753.092963
  nChanged 37
		SP:Iteration 1F (8688.570000 sec): 3 clusters
  Score: Raw -33691.506394 + Penalty 2782.298010 = -30909.208384
  nChanged 9
		SP:Iteration 2Q (8688.570000 sec): 3 clusters
  Score: Raw -33736.279139 + Penalty 2782.298010 = -30953.981129
  nChanged 7
		SP:Iteration 3Q (8688.570000 sec): 3 clusters
  Score: Raw -33759.061784 + Penalty 2782.298010 = -30976.763773
  nChanged 6
		SP:Iteration 4Q (8688.570000 sec): 3 clusters
  Score: Raw -33791.298611 + Penalty 2782.298010 = -31009.000601
  nChanged 3
		SP:Iteration 5Q (8688.580000 sec): 3 clusters
  Score: Raw -33804.857814 + Penalty 2782.298010 = -31022.559803
  nChanged 3
		SP:Iteration 6Q (8688.580000 sec): 3 clusters
  Score: Raw -33829.099616 + Penalty 2782.298010 = -31046.801606
  nChanged 2
		SP:Iteration 7Q (8688.580000 sec): 3 clusters
  Score: Raw -33836.512054 + Penalty 2782.298010 = -31054.214043
  nChanged 2
		SP:Iteration 8Q (8688.580000 sec): 3 clusters
  Score: Raw -33873.229731 + Penalty 2782.298010 = -31090.931721
  nChanged 4
		SP:Iteration 9Q (8688.580000 sec): 3 clusters
  Score: Raw -33969.285015 + Penalty 2782.298010 = -31186.987004
  nChanged 5
		SP:Iteration 10Q (8688.580000 sec): 3 clusters
  Score: Raw -34032.557931 + Penalty 2782.298010 = -31250.259921
  nChanged 3
		SP:Iteration 11Q (8688.580000 sec): 3 clusters
  Score: Raw -34066.830968 + Penalty 2782.298010 = -31284.532958
  nChanged 5
		SP:Iteration 12Q (8688.580000 sec): 3 clusters
  Score: Raw -34139.889289 + Penalty 2782.298010 = -31357.591278
  nChanged 3
		SP:Iteration 13Q (8688.580000 sec): 3 clusters
  Score: Raw -34167.438407 + Penalty 2782.298010 = -31385.140397
  nChanged 2
		SP:Iteration 14Q (8688.580000 sec): 3 clusters
  Score: Raw -34173.743705 + Penalty 2782.298010 = -31391.445695
  nChanged 1
		SP:Iteration 15Q (8688.590000 sec): 3 clusters
  Score: Raw -34177.682973 + Penalty 2782.298010 = -31395.384962
  nChanged 1
		SP:Iteration 16Q (8688.590000 sec): 3 clusters
  Score: Raw -34184.311353 + Penalty 2782.298010 = -31402.013343
  nChanged 1
		SP:Iteration 17Q (8688.590000 sec): 3 clusters
  Score: Raw -34185.866831 + Penalty 2782.298010 = -31403.568821
  nChanged 0
		SP:Iteration 18F (8688.590000 sec): 3 clusters
  Score: Raw -34185.866831 + Penalty 2782.298010 = -31403.568821
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (220 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.590000 sec): 2 clusters
  Score: Raw -29705.057368 + Penalty 1337.619631 = -28367.437737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.590000 sec): 3 clusters
  Score: Raw -29932.368004 + Penalty 2675.239263 = -27257.128741
  nChanged 17
		SP:Iteration 1F (8688.590000 sec): 3 clusters
  Score: Raw -30026.377147 + Penalty 2675.239263 = -27351.137884
  nChanged 4
		SP:Iteration 2Q (8688.590000 sec): 3 clusters
  Score: Raw -30053.559226 + Penalty 2675.239263 = -27378.319963
  nChanged 1
		SP:Iteration 3Q (8688.590000 sec): 3 clusters
  Score: Raw -30063.364910 + Penalty 2675.239263 = -27388.125647
  nChanged 2
		SP:Iteration 4Q (8688.590000 sec): 3 clusters
  Score: Raw -30073.409625 + Penalty 2675.239263 = -27398.170362
  nChanged 0
		SP:Iteration 5F (8688.590000 sec): 3 clusters
  Score: Raw -30073.409625 + Penalty 2675.239263 = -27398.170362
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.600000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.600000 sec): 3 clusters
  Score: Raw -55040.679547 + Penalty 2975.472535 = -52065.207012
  nChanged 61
		SP:Iteration 1F (8688.600000 sec): 3 clusters
  Score: Raw -55161.695681 + Penalty 2975.472535 = -52186.223146
  nChanged 15
		SP:Iteration 2Q (8688.600000 sec): 3 clusters
  Score: Raw -55198.318179 + Penalty 2975.472535 = -52222.845644
  nChanged 7
		SP:Iteration 3Q (8688.600000 sec): 3 clusters
  Score: Raw -55223.021844 + Penalty 2975.472535 = -52247.549310
  nChanged 7
		SP:Iteration 4Q (8688.610000 sec): 3 clusters
  Score: Raw -55248.385260 + Penalty 2975.472535 = -52272.912726
  nChanged 6
		SP:Iteration 5Q (8688.610000 sec): 3 clusters
  Score: Raw -55261.618471 + Penalty 2975.472535 = -52286.145936
  nChanged 3
		SP:Iteration 6Q (8688.610000 sec): 3 clusters
  Score: Raw -55266.838398 + Penalty 2975.472535 = -52291.365863
  nChanged 3
		SP:Iteration 7Q (8688.610000 sec): 3 clusters
  Score: Raw -55274.956583 + Penalty 2975.472535 = -52299.484048
  nChanged 1
		SP:Iteration 8Q (8688.610000 sec): 3 clusters
  Score: Raw -55278.881949 + Penalty 2975.472535 = -52303.409414
  nChanged 2
		SP:Iteration 9Q (8688.610000 sec): 3 clusters
  Score: Raw -55281.860580 + Penalty 2975.472535 = -52306.388045
  nChanged 0
		SP:Iteration 10F (8688.610000 sec): 3 clusters
  Score: Raw -55281.860580 + Penalty 2975.472535 = -52306.388045
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.610000 sec): 2 clusters
  Score: Raw -17577.559976 + Penalty 1308.972435 = -16268.587541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.620000 sec): 3 clusters
  Score: Raw -18065.067645 + Penalty 2617.944871 = -15447.122774
  nChanged 33
		SP:Iteration 1F (8688.620000 sec): 3 clusters
  Score: Raw -18251.966830 + Penalty 2617.944871 = -15634.021959
  nChanged 14
		SP:Iteration 2F (8688.620000 sec): 3 clusters
  Score: Raw -18330.947827 + Penalty 2617.944871 = -15713.002956
  nChanged 8
		SP:Iteration 3Q (8688.620000 sec): 3 clusters
  Score: Raw -18386.120671 + Penalty 2617.944871 = -15768.175800
  nChanged 8
		SP:Iteration 4Q (8688.620000 sec): 3 clusters
  Score: Raw -18469.409973 + Penalty 2617.944871 = -15851.465102
  nChanged 6
		SP:Iteration 5Q (8688.620000 sec): 3 clusters
  Score: Raw -18509.832764 + Penalty 2617.944871 = -15891.887893
  nChanged 0
		SP:Iteration 6F (8688.620000 sec): 3 clusters
  Score: Raw -18509.832764 + Penalty 2617.944871 = -15891.887893
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.620000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.620000 sec): 3 clusters
  Score: Raw -29565.730316 + Penalty 2686.385799 = -26879.344517
  nChanged 23
		SP:Iteration 1F (8688.630000 sec): 3 clusters
  Score: Raw -29672.656433 + Penalty 2686.385799 = -26986.270633
  nChanged 4
		SP:Iteration 2Q (8688.630000 sec): 3 clusters
  Score: Raw -29699.067070 + Penalty 2686.385799 = -27012.681271
  nChanged 1
		SP:Iteration 3Q (8688.630000 sec): 3 clusters
  Score: Raw -29701.277765 + Penalty 2686.385799 = -27014.891965
  nChanged 0
		SP:Iteration 4F (8688.630000 sec): 3 clusters
  Score: Raw -29701.277765 + Penalty 2686.385799 = -27014.891965
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.630000 sec): 2 clusters
  Score: Raw -46074.767155 + Penalty 1447.033063 = -44627.734092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.630000 sec): 3 clusters
  Score: Raw -46262.080040 + Penalty 2894.066126 = -43368.013915
  nChanged 56
		SP:Iteration 1F (8688.630000 sec): 3 clusters
  Score: Raw -46422.216169 + Penalty 2894.066126 = -43528.150043
  nChanged 21
		SP:Iteration 2F (8688.630000 sec): 3 clusters
  Score: Raw -46486.389777 + Penalty 2894.066126 = -43592.323651
  nChanged 9
		SP:Iteration 3Q (8688.630000 sec): 3 clusters
  Score: Raw -46515.635809 + Penalty 2894.066126 = -43621.569683
  nChanged 4
		SP:Iteration 4Q (8688.640000 sec): 3 clusters
  Score: Raw -46529.994153 + Penalty 2894.066126 = -43635.928027
  nChanged 3
		SP:Iteration 5Q (8688.640000 sec): 3 clusters
  Score: Raw -46541.725407 + Penalty 2894.066126 = -43647.659281
  nChanged 1
		SP:Iteration 6Q (8688.640000 sec): 3 clusters
  Score: Raw -46546.037854 + Penalty 2894.066126 = -43651.971728
  nChanged 1
		SP:Iteration 7Q (8688.640000 sec): 3 clusters
  Score: Raw -46548.213632 + Penalty 2894.066126 = -43654.147506
  nChanged 2
		SP:Iteration 8Q (8688.640000 sec): 3 clusters
  Score: Raw -46558.522561 + Penalty 2894.066126 = -43664.456435
  nChanged 2
		SP:Iteration 9Q (8688.640000 sec): 3 clusters
  Score: Raw -46565.486589 + Penalty 2894.066126 = -43671.420464
  nChanged 0
		SP:Iteration 10F (8688.640000 sec): 3 clusters
  Score: Raw -46565.486589 + Penalty 2894.066126 = -43671.420464
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.650000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.650000 sec): 3 clusters
  Score: Raw -55263.820755 + Penalty 3005.325105 = -52258.495650
  nChanged 74
		SP:Iteration 1F (8688.650000 sec): 3 clusters
  Score: Raw -55476.583553 + Penalty 3005.325105 = -52471.258448
  nChanged 27
		SP:Iteration 2F (8688.650000 sec): 3 clusters
  Score: Raw -55593.604602 + Penalty 3005.325105 = -52588.279497
  nChanged 8
		SP:Iteration 3Q (8688.650000 sec): 3 clusters
  Score: Raw -55609.197847 + Penalty 3005.325105 = -52603.872742
  nChanged 3
		SP:Iteration 4Q (8688.650000 sec): 3 clusters
  Score: Raw -55616.651585 + Penalty 3005.325105 = -52611.326480
  nChanged 5
		SP:Iteration 5Q (8688.650000 sec): 3 clusters
  Score: Raw -55624.985826 + Penalty 3005.325105 = -52619.660721
  nChanged 2
		SP:Iteration 6Q (8688.660000 sec): 3 clusters
  Score: Raw -55639.621825 + Penalty 3005.325105 = -52634.296720
  nChanged 3
		SP:Iteration 7Q (8688.660000 sec): 3 clusters
  Score: Raw -55649.269711 + Penalty 3005.325105 = -52643.944606
  nChanged 2
		SP:Iteration 8Q (8688.660000 sec): 3 clusters
  Score: Raw -55652.668274 + Penalty 3005.325105 = -52647.343169
  nChanged 2
		SP:Iteration 9Q (8688.660000 sec): 3 clusters
  Score: Raw -55655.579099 + Penalty 3005.325105 = -52650.253994
  nChanged 2
		SP:Iteration 10Q (8688.660000 sec): 3 clusters
  Score: Raw -55660.061740 + Penalty 3005.325105 = -52654.736635
  nChanged 0
		SP:Iteration 11F (8688.660000 sec): 3 clusters
  Score: Raw -55660.061740 + Penalty 3005.325105 = -52654.736635
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 39 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.670000 sec): 2 clusters
  Score: Raw -22896.629861 + Penalty 1287.853299 = -21608.776562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.670000 sec): 3 clusters
  Score: Raw -23279.357974 + Penalty 2575.706598 = -20703.651376
  nChanged 14
		SP:Iteration 1F (8688.670000 sec): 3 clusters
  Score: Raw -23361.713792 + Penalty 2575.706598 = -20786.007194
  nChanged 4
		SP:Iteration 2Q (8688.670000 sec): 3 clusters
  Score: Raw -23381.986022 + Penalty 2575.706598 = -20806.279424
  nChanged 5
		SP:Iteration 3Q (8688.670000 sec): 3 clusters
  Score: Raw -23403.551646 + Penalty 2575.706598 = -20827.845048
  nChanged 2
		SP:Iteration 4Q (8688.670000 sec): 3 clusters
  Score: Raw -23418.329386 + Penalty 2575.706598 = -20842.622788
  nChanged 1
		SP:Iteration 5Q (8688.670000 sec): 3 clusters
  Score: Raw -23424.808128 + Penalty 2575.706598 = -20849.101530
  nChanged 2
		SP:Iteration 6Q (8688.670000 sec): 3 clusters
  Score: Raw -23433.516937 + Penalty 2575.706598 = -20857.810339
  nChanged 0
		SP:Iteration 7F (8688.670000 sec): 3 clusters
  Score: Raw -23433.516937 + Penalty 2575.706598 = -20857.810339
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.670000 sec): 2 clusters
  Score: Raw -68690.960353 + Penalty 1547.104507 = -67143.855846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.680000 sec): 3 clusters
  Score: Raw -68739.252975 + Penalty 3094.209014 = -65645.043961
  nChanged 93
		SP:Iteration 1F (8688.680000 sec): 3 clusters
  Score: Raw -68941.393265 + Penalty 3094.209014 = -65847.184251
  nChanged 24
		SP:Iteration 2Q (8688.680000 sec): 3 clusters
  Score: Raw -68987.094214 + Penalty 3094.209014 = -65892.885200
  nChanged 9
		SP:Iteration 3Q (8688.680000 sec): 3 clusters
  Score: Raw -69015.491236 + Penalty 3094.209014 = -65921.282222
  nChanged 4
		SP:Iteration 4Q (8688.680000 sec): 3 clusters
  Score: Raw -69023.494317 + Penalty 3094.209014 = -65929.285303
  nChanged 2
		SP:Iteration 5Q (8688.690000 sec): 3 clusters
  Score: Raw -69026.021264 + Penalty 3094.209014 = -65931.812250
  nChanged 2
		SP:Iteration 6Q (8688.690000 sec): 3 clusters
  Score: Raw -69034.808020 + Penalty 3094.209014 = -65940.599006
  nChanged 2
		SP:Iteration 7Q (8688.690000 sec): 3 clusters
  Score: Raw -69037.390508 + Penalty 3094.209014 = -65943.181494
  nChanged 2
		SP:Iteration 8Q (8688.690000 sec): 3 clusters
  Score: Raw -69040.292960 + Penalty 3094.209014 = -65946.083946
  nChanged 0
		SP:Iteration 9F (8688.690000 sec): 3 clusters
  Score: Raw -69040.292960 + Penalty 3094.209014 = -65946.083946
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.690000 sec): 2 clusters
  Score: Raw -17477.088865 + Penalty 1346.477716 = -16130.611149
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.690000 sec): 3 clusters
  Score: Raw -17832.583873 + Penalty 2692.955432 = -15139.628441
  nChanged 41
		SP:Iteration 1F (8688.690000 sec): 3 clusters
  Score: Raw -18126.614745 + Penalty 2692.955432 = -15433.659313
  nChanged 23
		SP:Iteration 2F (8688.700000 sec): 3 clusters
  Score: Raw -18293.509636 + Penalty 2692.955432 = -15600.554204
  nChanged 12
		SP:Iteration 3F (8688.700000 sec): 3 clusters
  Score: Raw -18392.618504 + Penalty 2692.955432 = -15699.663072
  nChanged 6
		SP:Iteration 4Q (8688.700000 sec): 3 clusters
  Score: Raw -18423.538615 + Penalty 2692.955432 = -15730.583183
  nChanged 3
		SP:Iteration 5Q (8688.700000 sec): 3 clusters
  Score: Raw -18472.812382 + Penalty 2692.955432 = -15779.856950
  nChanged 0
		SP:Iteration 6F (8688.700000 sec): 3 clusters
  Score: Raw -18472.812382 + Penalty 2692.955432 = -15779.856950
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 42 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.700000 sec): 2 clusters
  Score: Raw -25518.930557 + Penalty 1352.919637 = -24166.010921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.700000 sec): 3 clusters
  Score: Raw -25739.713218 + Penalty 2705.839273 = -23033.873944
  nChanged 24
		SP:Iteration 1F (8688.710000 sec): 3 clusters
  Score: Raw -25846.315612 + Penalty 2705.839273 = -23140.476338
  nChanged 9
		SP:Iteration 2Q (8688.710000 sec): 3 clusters
  Score: Raw -25897.706873 + Penalty 2705.839273 = -23191.867600
  nChanged 8
		SP:Iteration 3Q (8688.710000 sec): 3 clusters
  Score: Raw -25983.713106 + Penalty 2705.839273 = -23277.873833
  nChanged 7
		SP:Iteration 4Q (8688.710000 sec): 3 clusters
  Score: Raw -26019.680611 + Penalty 2705.839273 = -23313.841337
  nChanged 5
		SP:Iteration 5Q (8688.710000 sec): 3 clusters
  Score: Raw -26044.134490 + Penalty 2705.839273 = -23338.295217
  nChanged 3
		SP:Iteration 6Q (8688.710000 sec): 3 clusters
  Score: Raw -26061.027115 + Penalty 2705.839273 = -23355.187842
  nChanged 6
		SP:Iteration 7Q (8688.710000 sec): 3 clusters
  Score: Raw -26113.420523 + Penalty 2705.839273 = -23407.581250
  nChanged 1
		SP:Iteration 8Q (8688.710000 sec): 3 clusters
  Score: Raw -26117.239715 + Penalty 2705.839273 = -23411.400441
  nChanged 2
		SP:Iteration 9Q (8688.710000 sec): 3 clusters
  Score: Raw -26136.049368 + Penalty 2705.839273 = -23430.210094
  nChanged 0
		SP:Iteration 10F (8688.710000 sec): 3 clusters
  Score: Raw -26136.049368 + Penalty 2705.839273 = -23430.210094
  nChanged 0
Iteration 339F (8730.580000 sec): 42 clusters
  Score: Raw -117677413.090371 + Penalty 138362.130809 = -117539050.959562
  nChanged 1
Iteration 340F (8772.420000 sec): 42 clusters
  Score: Raw -117677432.554899 + Penalty 138362.130809 = -117539070.424090
  nChanged 0
Writing temp clu file 
Because OldScore, -117539050.959562, is greater than current (better) Score,-117539070.424090 
 Compute initial score before splitting:   Score: Raw -117677432.554899 + Penalty 138362.130809 = -117539070.424090
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8772.570000 sec): 2 clusters
  Score: Raw -1048183.648990 + Penalty 2200.863096 = -1045982.785895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8772.600000 sec): 3 clusters
  Score: Raw -1044477.822123 + Penalty 4401.726192 = -1040076.095932
  nChanged 2872
		SP:Iteration 1F (8772.630000 sec): 3 clusters
  Score: Raw -1046052.953288 + Penalty 4401.726192 = -1041651.227097
  nChanged 497
		SP:Iteration 2F (8772.650000 sec): 3 clusters
  Score: Raw -1046308.184506 + Penalty 4401.726192 = -1041906.458315
  nChanged 361
		SP:Iteration 3F (8772.680000 sec): 3 clusters
  Score: Raw -1046489.625870 + Penalty 4401.726192 = -1042087.899678
  nChanged 293
		SP:Iteration 4Q (8772.700000 sec): 3 clusters
  Score: Raw -1046622.199858 + Penalty 4401.726192 = -1042220.473667
  nChanged 245
		SP:Iteration 5Q (8772.730000 sec): 3 clusters
  Score: Raw -1046722.897186 + Penalty 4401.726192 = -1042321.170994
  nChanged 174
		SP:Iteration 6Q (8772.750000 sec): 3 clusters
  Score: Raw -1046792.071113 + Penalty 4401.726192 = -1042390.344921
  nChanged 148
		SP:Iteration 7Q (8772.780000 sec): 3 clusters
  Score: Raw -1046861.730534 + Penalty 4401.726192 = -1042460.004342
  nChanged 166
		SP:Iteration 8Q (8772.800000 sec): 3 clusters
  Score: Raw -1046941.047179 + Penalty 4401.726192 = -1042539.320988
  nChanged 161
		SP:Iteration 9Q (8772.830000 sec): 3 clusters
  Score: Raw -1047018.091709 + Penalty 4401.726192 = -1042616.365517
  nChanged 152
		SP:Iteration 10Q (8772.850000 sec): 3 clusters
  Score: Raw -1047083.556234 + Penalty 4401.726192 = -1042681.830042
  nChanged 125
		SP:Iteration 11Q (8772.880000 sec): 3 clusters
  Score: Raw -1047139.271054 + Penalty 4401.726192 = -1042737.544862
  nChanged 109
		SP:Iteration 12Q (8772.900000 sec): 3 clusters
  Score: Raw -1047183.438183 + Penalty 4401.726192 = -1042781.711991
  nChanged 107
		SP:Iteration 13Q (8772.930000 sec): 3 clusters
  Score: Raw -1047231.434377 + Penalty 4401.726192 = -1042829.708186
  nChanged 113
		SP:Iteration 14Q (8772.950000 sec): 3 clusters
  Score: Raw -1047278.182593 + Penalty 4401.726192 = -1042876.456401
  nChanged 110
		SP:Iteration 15Q (8772.980000 sec): 3 clusters
  Score: Raw -1047328.695269 + Penalty 4401.726192 = -1042926.969077
  nChanged 128
		SP:Iteration 16Q (8773.000000 sec): 3 clusters
  Score: Raw -1047387.973653 + Penalty 4401.726192 = -1042986.247461
  nChanged 119
		SP:Iteration 17Q (8773.020000 sec): 3 clusters
  Score: Raw -1047446.800970 + Penalty 4401.726192 = -1043045.074778
  nChanged 138
		SP:Iteration 18Q (8773.050000 sec): 3 clusters
  Score: Raw -1047511.630780 + Penalty 4401.726192 = -1043109.904588
  nChanged 130
		SP:Iteration 19Q (8773.070000 sec): 3 clusters
  Score: Raw -1047573.174756 + Penalty 4401.726192 = -1043171.448565
  nChanged 106
		SP:Iteration 20F (8773.100000 sec): 3 clusters
  Score: Raw -1047618.675237 + Penalty 4401.726192 = -1043216.949045
  nChanged 110
		SP:Iteration 21Q (8773.120000 sec): 3 clusters
  Score: Raw -1047668.529640 + Penalty 4401.726192 = -1043266.803448
  nChanged 115
		SP:Iteration 22Q (8773.140000 sec): 3 clusters
  Score: Raw -1047726.215954 + Penalty 4401.726192 = -1043324.489762
  nChanged 123
		SP:Iteration 23Q (8773.170000 sec): 3 clusters
  Score: Raw -1047786.965619 + Penalty 4401.726192 = -1043385.239427
  nChanged 104
		SP:Iteration 24Q (8773.190000 sec): 3 clusters
  Score: Raw -1047839.094215 + Penalty 4401.726192 = -1043437.368024
  nChanged 110
		SP:Iteration 25Q (8773.220000 sec): 3 clusters
  Score: Raw -1047893.076025 + Penalty 4401.726192 = -1043491.349833
  nChanged 94
		SP:Iteration 26Q (8773.240000 sec): 3 clusters
  Score: Raw -1047951.148789 + Penalty 4401.726192 = -1043549.422598
  nChanged 103
		SP:Iteration 27Q (8773.260000 sec): 3 clusters
  Score: Raw -1048023.636281 + Penalty 4401.726192 = -1043621.910089
  nChanged 97
		SP:Iteration 28Q (8773.280000 sec): 3 clusters
  Score: Raw -1048082.572988 + Penalty 4401.726192 = -1043680.846796
  nChanged 95
		SP:Iteration 29Q (8773.300000 sec): 3 clusters
  Score: Raw -1048138.202463 + Penalty 4401.726192 = -1043736.476271
  nChanged 85
		SP:Iteration 30Q (8773.330000 sec): 3 clusters
  Score: Raw -1048195.868058 + Penalty 4401.726192 = -1043794.141866
  nChanged 75
		SP:Iteration 31Q (8773.350000 sec): 3 clusters
  Score: Raw -1048248.523901 + Penalty 4401.726192 = -1043846.797710
  nChanged 61
		SP:Iteration 32Q (8773.370000 sec): 3 clusters
  Score: Raw -1048286.201226 + Penalty 4401.726192 = -1043884.475035
  nChanged 38
		SP:Iteration 33Q (8773.390000 sec): 3 clusters
  Score: Raw -1048307.718565 + Penalty 4401.726192 = -1043905.992373
  nChanged 45
		SP:Iteration 34Q (8773.410000 sec): 3 clusters
  Score: Raw -1048329.637421 + Penalty 4401.726192 = -1043927.911229
  nChanged 31
		SP:Iteration 35Q (8773.430000 sec): 3 clusters
  Score: Raw -1048347.177415 + Penalty 4401.726192 = -1043945.451224
  nChanged 28
		SP:Iteration 36Q (8773.460000 sec): 3 clusters
  Score: Raw -1048362.024891 + Penalty 4401.726192 = -1043960.298699
  nChanged 21
		SP:Iteration 37Q (8773.480000 sec): 3 clusters
  Score: Raw -1048377.741662 + Penalty 4401.726192 = -1043976.015470
  nChanged 19
		SP:Iteration 38Q (8773.500000 sec): 3 clusters
  Score: Raw -1048390.533277 + Penalty 4401.726192 = -1043988.807085
  nChanged 23
		SP:Iteration 39Q (8773.520000 sec): 3 clusters
  Score: Raw -1048403.912248 + Penalty 4401.726192 = -1044002.186056
  nChanged 19
		SP:Iteration 40F (8773.540000 sec): 3 clusters
  Score: Raw -1048413.715380 + Penalty 4401.726192 = -1044011.989189
  nChanged 13
		SP:Iteration 41Q (8773.560000 sec): 3 clusters
  Score: Raw -1048420.019716 + Penalty 4401.726192 = -1044018.293524
  nChanged 11
		SP:Iteration 42Q (8773.580000 sec): 3 clusters
  Score: Raw -1048425.466212 + Penalty 4401.726192 = -1044023.740020
  nChanged 4
		SP:Iteration 43Q (8773.600000 sec): 3 clusters
  Score: Raw -1048428.027111 + Penalty 4401.726192 = -1044026.300919
  nChanged 2
		SP:Iteration 44Q (8773.620000 sec): 3 clusters
  Score: Raw -1048430.165341 + Penalty 4401.726192 = -1044028.439149
  nChanged 1
		SP:Iteration 45Q (8773.640000 sec): 3 clusters
  Score: Raw -1048430.478576 + Penalty 4401.726192 = -1044028.752385
  nChanged 1
		SP:Iteration 46Q (8773.660000 sec): 3 clusters
  Score: Raw -1048431.104152 + Penalty 4401.726192 = -1044029.377960
  nChanged 1
		SP:Iteration 47Q (8773.680000 sec): 3 clusters
  Score: Raw -1048432.795856 + Penalty 4401.726192 = -1044031.069664
  nChanged 2
		SP:Iteration 48Q (8773.700000 sec): 3 clusters
  Score: Raw -1048433.668594 + Penalty 4401.726192 = -1044031.942402
  nChanged 0
		SP:Iteration 49F (8773.730000 sec): 3 clusters
  Score: Raw -1048433.668594 + Penalty 4401.726192 = -1044031.942402
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8773.760000 sec): 2 clusters
  Score: Raw -1106221.456500 + Penalty 2217.924743 = -1104003.531757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8773.780000 sec): 3 clusters
  Score: Raw -1102237.883185 + Penalty 4435.849487 = -1097802.033699
  nChanged 3127
		SP:Iteration 1F (8773.810000 sec): 3 clusters
  Score: Raw -1103980.308116 + Penalty 4435.849487 = -1099544.458629
  nChanged 550
		SP:Iteration 2F (8773.840000 sec): 3 clusters
  Score: Raw -1104289.391978 + Penalty 4435.849487 = -1099853.542491
  nChanged 422
		SP:Iteration 3F (8773.860000 sec): 3 clusters
  Score: Raw -1104521.445124 + Penalty 4435.849487 = -1100085.595638
  nChanged 367
		SP:Iteration 4Q (8773.890000 sec): 3 clusters
  Score: Raw -1104745.513152 + Penalty 4435.849487 = -1100309.663665
  nChanged 342
		SP:Iteration 5Q (8773.920000 sec): 3 clusters
  Score: Raw -1104965.549613 + Penalty 4435.849487 = -1100529.700126
  nChanged 328
		SP:Iteration 6Q (8773.940000 sec): 3 clusters
  Score: Raw -1105162.945232 + Penalty 4435.849487 = -1100727.095745
  nChanged 272
		SP:Iteration 7Q (8773.970000 sec): 3 clusters
  Score: Raw -1105321.766598 + Penalty 4435.849487 = -1100885.917111
  nChanged 243
		SP:Iteration 8Q (8774.000000 sec): 3 clusters
  Score: Raw -1105464.806055 + Penalty 4435.849487 = -1101028.956569
  nChanged 242
		SP:Iteration 9Q (8774.020000 sec): 3 clusters
  Score: Raw -1105614.794279 + Penalty 4435.849487 = -1101178.944792
  nChanged 213
		SP:Iteration 10Q (8774.050000 sec): 3 clusters
  Score: Raw -1105745.377237 + Penalty 4435.849487 = -1101309.527750
  nChanged 181
		SP:Iteration 11Q (8774.080000 sec): 3 clusters
  Score: Raw -1105866.535444 + Penalty 4435.849487 = -1101430.685958
  nChanged 166
		SP:Iteration 12Q (8774.100000 sec): 3 clusters
  Score: Raw -1105978.474114 + Penalty 4435.849487 = -1101542.624628
  nChanged 171
		SP:Iteration 13Q (8774.130000 sec): 3 clusters
  Score: Raw -1106106.036071 + Penalty 4435.849487 = -1101670.186584
  nChanged 162
		SP:Iteration 14Q (8774.150000 sec): 3 clusters
  Score: Raw -1106224.240747 + Penalty 4435.849487 = -1101788.391260
  nChanged 152
		SP:Iteration 15Q (8774.180000 sec): 3 clusters
  Score: Raw -1106335.699194 + Penalty 4435.849487 = -1101899.849707
  nChanged 123
		SP:Iteration 16Q (8774.200000 sec): 3 clusters
  Score: Raw -1106416.558592 + Penalty 4435.849487 = -1101980.709106
  nChanged 99
		SP:Iteration 17Q (8774.230000 sec): 3 clusters
  Score: Raw -1106491.823837 + Penalty 4435.849487 = -1102055.974350
  nChanged 104
		SP:Iteration 18Q (8774.250000 sec): 3 clusters
  Score: Raw -1106584.035180 + Penalty 4435.849487 = -1102148.185693
  nChanged 95
		SP:Iteration 19Q (8774.270000 sec): 3 clusters
  Score: Raw -1106652.829679 + Penalty 4435.849487 = -1102216.980192
  nChanged 65
		SP:Iteration 20F (8774.300000 sec): 3 clusters
  Score: Raw -1106691.440401 + Penalty 4435.849487 = -1102255.590914
  nChanged 59
		SP:Iteration 21Q (8774.320000 sec): 3 clusters
  Score: Raw -1106724.496978 + Penalty 4435.849487 = -1102288.647491
  nChanged 49
		SP:Iteration 22Q (8774.340000 sec): 3 clusters
  Score: Raw -1106747.350806 + Penalty 4435.849487 = -1102311.501319
  nChanged 37
		SP:Iteration 23Q (8774.370000 sec): 3 clusters
  Score: Raw -1106764.677737 + Penalty 4435.849487 = -1102328.828250
  nChanged 34
		SP:Iteration 24Q (8774.390000 sec): 3 clusters
  Score: Raw -1106782.066678 + Penalty 4435.849487 = -1102346.217191
  nChanged 22
		SP:Iteration 25Q (8774.410000 sec): 3 clusters
  Score: Raw -1106792.683073 + Penalty 4435.849487 = -1102356.833586
  nChanged 16
		SP:Iteration 26Q (8774.430000 sec): 3 clusters
  Score: Raw -1106799.020705 + Penalty 4435.849487 = -1102363.171218
  nChanged 15
		SP:Iteration 27Q (8774.460000 sec): 3 clusters
  Score: Raw -1106806.194805 + Penalty 4435.849487 = -1102370.345318
  nChanged 19
		SP:Iteration 28Q (8774.480000 sec): 3 clusters
  Score: Raw -1106815.234368 + Penalty 4435.849487 = -1102379.384882
  nChanged 20
		SP:Iteration 29Q (8774.500000 sec): 3 clusters
  Score: Raw -1106823.200990 + Penalty 4435.849487 = -1102387.351503
  nChanged 14
		SP:Iteration 30Q (8774.520000 sec): 3 clusters
  Score: Raw -1106829.580266 + Penalty 4435.849487 = -1102393.730779
  nChanged 14
		SP:Iteration 31Q (8774.540000 sec): 3 clusters
  Score: Raw -1106835.231290 + Penalty 4435.849487 = -1102399.381803
  nChanged 14
		SP:Iteration 32Q (8774.560000 sec): 3 clusters
  Score: Raw -1106841.907902 + Penalty 4435.849487 = -1102406.058415
  nChanged 12
		SP:Iteration 33Q (8774.590000 sec): 3 clusters
  Score: Raw -1106847.860548 + Penalty 4435.849487 = -1102412.011061
  nChanged 18
		SP:Iteration 34Q (8774.610000 sec): 3 clusters
  Score: Raw -1106856.687505 + Penalty 4435.849487 = -1102420.838018
  nChanged 18
		SP:Iteration 35Q (8774.630000 sec): 3 clusters
  Score: Raw -1106865.992245 + Penalty 4435.849487 = -1102430.142758
  nChanged 25
		SP:Iteration 36Q (8774.650000 sec): 3 clusters
  Score: Raw -1106877.254885 + Penalty 4435.849487 = -1102441.405398
  nChanged 11
		SP:Iteration 37Q (8774.670000 sec): 3 clusters
  Score: Raw -1106881.763981 + Penalty 4435.849487 = -1102445.914495
  nChanged 10
		SP:Iteration 38Q (8774.690000 sec): 3 clusters
  Score: Raw -1106886.144029 + Penalty 4435.849487 = -1102450.294543
  nChanged 7
		SP:Iteration 39Q (8774.720000 sec): 3 clusters
  Score: Raw -1106890.039183 + Penalty 4435.849487 = -1102454.189696
  nChanged 8
		SP:Iteration 40F (8774.740000 sec): 3 clusters
  Score: Raw -1106893.080373 + Penalty 4435.849487 = -1102457.230886
  nChanged 9
		SP:Iteration 41Q (8774.760000 sec): 3 clusters
  Score: Raw -1106897.670117 + Penalty 4435.849487 = -1102461.820631
  nChanged 8
		SP:Iteration 42Q (8774.780000 sec): 3 clusters
  Score: Raw -1106902.075394 + Penalty 4435.849487 = -1102466.225908
  nChanged 9
		SP:Iteration 43Q (8774.800000 sec): 3 clusters
  Score: Raw -1106904.631617 + Penalty 4435.849487 = -1102468.782130
  nChanged 5
		SP:Iteration 44Q (8774.830000 sec): 3 clusters
  Score: Raw -1106907.620693 + Penalty 4435.849487 = -1102471.771207
  nChanged 8
		SP:Iteration 45Q (8774.850000 sec): 3 clusters
  Score: Raw -1106911.760775 + Penalty 4435.849487 = -1102475.911289
  nChanged 6
		SP:Iteration 46Q (8774.870000 sec): 3 clusters
  Score: Raw -1106914.170425 + Penalty 4435.849487 = -1102478.320938
  nChanged 9
		SP:Iteration 47Q (8774.890000 sec): 3 clusters
  Score: Raw -1106918.095378 + Penalty 4435.849487 = -1102482.245891
  nChanged 6
		SP:Iteration 48Q (8774.910000 sec): 3 clusters
  Score: Raw -1106920.561442 + Penalty 4435.849487 = -1102484.711955
  nChanged 3
		SP:Iteration 49Q (8774.930000 sec): 3 clusters
  Score: Raw -1106922.324583 + Penalty 4435.849487 = -1102486.475097
  nChanged 5
		SP:Iteration 50Q (8774.950000 sec): 3 clusters
  Score: Raw -1106924.388570 + Penalty 4435.849487 = -1102488.539083
  nChanged 5
		SP:Iteration 51Q (8774.970000 sec): 3 clusters
  Score: Raw -1106927.604827 + Penalty 4435.849487 = -1102491.755341
  nChanged 4
		SP:Iteration 52Q (8774.990000 sec): 3 clusters
  Score: Raw -1106929.919822 + Penalty 4435.849487 = -1102494.070335
  nChanged 5
		SP:Iteration 53Q (8775.020000 sec): 3 clusters
  Score: Raw -1106933.237766 + Penalty 4435.849487 = -1102497.388279
  nChanged 4
		SP:Iteration 54Q (8775.040000 sec): 3 clusters
  Score: Raw -1106934.867862 + Penalty 4435.849487 = -1102499.018375
  nChanged 1
		SP:Iteration 55Q (8775.060000 sec): 3 clusters
  Score: Raw -1106935.284284 + Penalty 4435.849487 = -1102499.434798
  nChanged 1
		SP:Iteration 56Q (8775.080000 sec): 3 clusters
  Score: Raw -1106935.544542 + Penalty 4435.849487 = -1102499.695055
  nChanged 1
		SP:Iteration 57Q (8775.100000 sec): 3 clusters
  Score: Raw -1106935.860291 + Penalty 4435.849487 = -1102500.010804
  nChanged 0
		SP:Iteration 58F (8775.120000 sec): 3 clusters
  Score: Raw -1106935.860291 + Penalty 4435.849487 = -1102500.010804
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8775.220000 sec): 2 clusters
  Score: Raw -4024112.096684 + Penalty 2532.694661 = -4021579.402023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8775.320000 sec): 3 clusters
  Score: Raw -4007829.248363 + Penalty 5065.389321 = -4002763.859042
  nChanged 12151
		SP:Iteration 1F (8775.420000 sec): 3 clusters
  Score: Raw -4014508.497105 + Penalty 5065.389321 = -4009443.107784
  nChanged 1296
		SP:Iteration 2Q (8775.520000 sec): 3 clusters
  Score: Raw -4014911.015101 + Penalty 5065.389321 = -4009845.625780
  nChanged 1061
		SP:Iteration 3Q (8775.620000 sec): 3 clusters
  Score: Raw -4015229.014858 + Penalty 5065.389321 = -4010163.625536
  nChanged 950
		SP:Iteration 4Q (8775.720000 sec): 3 clusters
  Score: Raw -4015531.023594 + Penalty 5065.389321 = -4010465.634273
  nChanged 917
		SP:Iteration 5Q (8775.820000 sec): 3 clusters
  Score: Raw -4015847.202117 + Penalty 5065.389321 = -4010781.812795
  nChanged 991
		SP:Iteration 6Q (8775.920000 sec): 3 clusters
  Score: Raw -4016231.238435 + Penalty 5065.389321 = -4011165.849114
  nChanged 1155
		SP:Iteration 7Q (8776.020000 sec): 3 clusters
  Score: Raw -4016805.085305 + Penalty 5065.389321 = -4011739.695983
  nChanged 1450
		SP:Iteration 8F (8776.120000 sec): 3 clusters
  Score: Raw -4017658.677048 + Penalty 5065.389321 = -4012593.287726
  nChanged 1691
		SP:Iteration 9F (8776.220000 sec): 3 clusters
  Score: Raw -4018851.735663 + Penalty 5065.389321 = -4013786.346342
  nChanged 1869
		SP:Iteration 10F (8776.320000 sec): 3 clusters
  Score: Raw -4020344.368645 + Penalty 5065.389321 = -4015278.979324
  nChanged 1688
		SP:Iteration 11F (8776.420000 sec): 3 clusters
  Score: Raw -4021794.702534 + Penalty 5065.389321 = -4016729.313213
  nChanged 1286
		SP:Iteration 12Q (8776.510000 sec): 3 clusters
  Score: Raw -4022974.835631 + Penalty 5065.389321 = -4017909.446310
  nChanged 791
		SP:Iteration 13Q (8776.600000 sec): 3 clusters
  Score: Raw -4023701.388123 + Penalty 5065.389321 = -4018635.998802
  nChanged 367
		SP:Iteration 14Q (8776.680000 sec): 3 clusters
  Score: Raw -4024046.912445 + Penalty 5065.389321 = -4018981.523124
  nChanged 164
		SP:Iteration 15Q (8776.760000 sec): 3 clusters
  Score: Raw -4024210.071438 + Penalty 5065.389321 = -4019144.682117
  nChanged 77
		SP:Iteration 16Q (8776.830000 sec): 3 clusters
  Score: Raw -4024300.254263 + Penalty 5065.389321 = -4019234.864942
  nChanged 41
		SP:Iteration 17Q (8776.910000 sec): 3 clusters
  Score: Raw -4024347.813582 + Penalty 5065.389321 = -4019282.424261
  nChanged 21
		SP:Iteration 18Q (8776.980000 sec): 3 clusters
  Score: Raw -4024374.864764 + Penalty 5065.389321 = -4019309.475443
  nChanged 18
		SP:Iteration 19Q (8777.050000 sec): 3 clusters
  Score: Raw -4024398.975936 + Penalty 5065.389321 = -4019333.586615
  nChanged 10
		SP:Iteration 20F (8777.150000 sec): 3 clusters
  Score: Raw -4024413.185596 + Penalty 5065.389321 = -4019347.796275
  nChanged 4
		SP:Iteration 21Q (8777.220000 sec): 3 clusters
  Score: Raw -4024420.007861 + Penalty 5065.389321 = -4019354.618540
  nChanged 6
		SP:Iteration 22Q (8777.290000 sec): 3 clusters
  Score: Raw -4024425.759783 + Penalty 5065.389321 = -4019360.370462
  nChanged 2
		SP:Iteration 23Q (8777.360000 sec): 3 clusters
  Score: Raw -4024427.828713 + Penalty 5065.389321 = -4019362.439392
  nChanged 2
		SP:Iteration 24Q (8777.430000 sec): 3 clusters
  Score: Raw -4024429.877293 + Penalty 5065.389321 = -4019364.487971
  nChanged 1
		SP:Iteration 25Q (8777.500000 sec): 3 clusters
  Score: Raw -4024430.501371 + Penalty 5065.389321 = -4019365.112050
  nChanged 0
		SP:Iteration 26F (8777.600000 sec): 3 clusters
  Score: Raw -4024430.501371 + Penalty 5065.389321 = -4019365.112050
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8777.670000 sec): 2 clusters
  Score: Raw -3338101.850046 + Penalty 2502.075052 = -3335599.774994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8777.760000 sec): 3 clusters
  Score: Raw -3323926.060103 + Penalty 5004.150104 = -3318921.909999
  nChanged 10699
		SP:Iteration 1F (8777.850000 sec): 3 clusters
  Score: Raw -3329823.075892 + Penalty 5004.150104 = -3324818.925788
  nChanged 1327
		SP:Iteration 2F (8777.930000 sec): 3 clusters
  Score: Raw -3330316.255611 + Penalty 5004.150104 = -3325312.105506
  nChanged 1131
		SP:Iteration 3Q (8778.020000 sec): 3 clusters
  Score: Raw -3330725.956990 + Penalty 5004.150104 = -3325721.806886
  nChanged 1030
		SP:Iteration 4Q (8778.110000 sec): 3 clusters
  Score: Raw -3331109.937629 + Penalty 5004.150104 = -3326105.787524
  nChanged 979
		SP:Iteration 5Q (8778.190000 sec): 3 clusters
  Score: Raw -3331471.513803 + Penalty 5004.150104 = -3326467.363698
  nChanged 924
		SP:Iteration 6Q (8778.280000 sec): 3 clusters
  Score: Raw -3331817.521583 + Penalty 5004.150104 = -3326813.371479
  nChanged 923
		SP:Iteration 7Q (8778.360000 sec): 3 clusters
  Score: Raw -3332180.461023 + Penalty 5004.150104 = -3327176.310919
  nChanged 904
		SP:Iteration 8Q (8778.450000 sec): 3 clusters
  Score: Raw -3332562.927972 + Penalty 5004.150104 = -3327558.777868
  nChanged 990
		SP:Iteration 9Q (8778.530000 sec): 3 clusters
  Score: Raw -3333048.394050 + Penalty 5004.150104 = -3328044.243946
  nChanged 1001
		SP:Iteration 10Q (8778.620000 sec): 3 clusters
  Score: Raw -3333524.551045 + Penalty 5004.150104 = -3328520.400940
  nChanged 921
		SP:Iteration 11Q (8778.710000 sec): 3 clusters
  Score: Raw -3333969.449017 + Penalty 5004.150104 = -3328965.298912
  nChanged 876
		SP:Iteration 12Q (8778.790000 sec): 3 clusters
  Score: Raw -3334424.191196 + Penalty 5004.150104 = -3329420.041091
  nChanged 831
		SP:Iteration 13Q (8778.870000 sec): 3 clusters
  Score: Raw -3334849.142076 + Penalty 5004.150104 = -3329844.991972
  nChanged 699
		SP:Iteration 14Q (8778.960000 sec): 3 clusters
  Score: Raw -3335161.558992 + Penalty 5004.150104 = -3330157.408888
  nChanged 581
		SP:Iteration 15Q (8779.050000 sec): 3 clusters
  Score: Raw -3335393.890749 + Penalty 5004.150104 = -3330389.740644
  nChanged 487
		SP:Iteration 16Q (8779.130000 sec): 3 clusters
  Score: Raw -3335568.644323 + Penalty 5004.150104 = -3330564.494219
  nChanged 394
		SP:Iteration 17Q (8779.210000 sec): 3 clusters
  Score: Raw -3335681.768265 + Penalty 5004.150104 = -3330677.618161
  nChanged 358
		SP:Iteration 18Q (8779.290000 sec): 3 clusters
  Score: Raw -3335793.773050 + Penalty 5004.150104 = -3330789.622945
  nChanged 339
		SP:Iteration 19Q (8779.370000 sec): 3 clusters
  Score: Raw -3335912.101874 + Penalty 5004.150104 = -3330907.951770
  nChanged 329
		SP:Iteration 20F (8779.460000 sec): 3 clusters
  Score: Raw -3336019.993229 + Penalty 5004.150104 = -3331015.843125
  nChanged 320
		SP:Iteration 21Q (8779.540000 sec): 3 clusters
  Score: Raw -3336123.950170 + Penalty 5004.150104 = -3331119.800066
  nChanged 308
		SP:Iteration 22Q (8779.630000 sec): 3 clusters
  Score: Raw -3336227.261321 + Penalty 5004.150104 = -3331223.111216
  nChanged 293
		SP:Iteration 23Q (8779.710000 sec): 3 clusters
  Score: Raw -3336319.371907 + Penalty 5004.150104 = -3331315.221802
  nChanged 284
		SP:Iteration 24Q (8779.790000 sec): 3 clusters
  Score: Raw -3336404.707665 + Penalty 5004.150104 = -3331400.557561
  nChanged 301
		SP:Iteration 25Q (8779.870000 sec): 3 clusters
  Score: Raw -3336506.397753 + Penalty 5004.150104 = -3331502.247649
  nChanged 300
		SP:Iteration 26Q (8779.950000 sec): 3 clusters
  Score: Raw -3336607.963082 + Penalty 5004.150104 = -3331603.812978
  nChanged 309
		SP:Iteration 27Q (8780.030000 sec): 3 clusters
  Score: Raw -3336715.021493 + Penalty 5004.150104 = -3331710.871389
  nChanged 307
		SP:Iteration 28Q (8780.110000 sec): 3 clusters
  Score: Raw -3336827.252357 + Penalty 5004.150104 = -3331823.102253
  nChanged 300
		SP:Iteration 29Q (8780.190000 sec): 3 clusters
  Score: Raw -3336946.568316 + Penalty 5004.150104 = -3331942.418212
  nChanged 319
		SP:Iteration 30Q (8780.270000 sec): 3 clusters
  Score: Raw -3337079.909299 + Penalty 5004.150104 = -3332075.759195
  nChanged 318
		SP:Iteration 31Q (8780.340000 sec): 3 clusters
  Score: Raw -3337211.467591 + Penalty 5004.150104 = -3332207.317487
  nChanged 318
		SP:Iteration 32Q (8780.420000 sec): 3 clusters
  Score: Raw -3337345.331173 + Penalty 5004.150104 = -3332341.181069
  nChanged 291
		SP:Iteration 33Q (8780.490000 sec): 3 clusters
  Score: Raw -3337468.040369 + Penalty 5004.150104 = -3332463.890265
  nChanged 257
		SP:Iteration 34Q (8780.570000 sec): 3 clusters
  Score: Raw -3337574.074061 + Penalty 5004.150104 = -3332569.923957
  nChanged 238
		SP:Iteration 35Q (8780.640000 sec): 3 clusters
  Score: Raw -3337667.000052 + Penalty 5004.150104 = -3332662.849947
  nChanged 237
		SP:Iteration 36Q (8780.710000 sec): 3 clusters
  Score: Raw -3337785.737422 + Penalty 5004.150104 = -3332781.587318
  nChanged 215
		SP:Iteration 37Q (8780.790000 sec): 3 clusters
  Score: Raw -3337902.995546 + Penalty 5004.150104 = -3332898.845442
  nChanged 216
		SP:Iteration 38Q (8780.850000 sec): 3 clusters
  Score: Raw -3338006.166053 + Penalty 5004.150104 = -3333002.015949
  nChanged 186
		SP:Iteration 39Q (8780.930000 sec): 3 clusters
  Score: Raw -3338084.265528 + Penalty 5004.150104 = -3333080.115424
  nChanged 152
		SP:Iteration 40F (8781.010000 sec): 3 clusters
  Score: Raw -3338151.989323 + Penalty 5004.150104 = -3333147.839219
  nChanged 127
		SP:Iteration 41Q (8781.080000 sec): 3 clusters
  Score: Raw -3338202.631174 + Penalty 5004.150104 = -3333198.481070
  nChanged 118
		SP:Iteration 42Q (8781.150000 sec): 3 clusters
  Score: Raw -3338249.825499 + Penalty 5004.150104 = -3333245.675395
  nChanged 105
		SP:Iteration 43Q (8781.210000 sec): 3 clusters
  Score: Raw -3338288.676222 + Penalty 5004.150104 = -3333284.526118
  nChanged 95
		SP:Iteration 44Q (8781.280000 sec): 3 clusters
  Score: Raw -3338321.757131 + Penalty 5004.150104 = -3333317.607027
  nChanged 77
		SP:Iteration 45Q (8781.350000 sec): 3 clusters
  Score: Raw -3338353.194794 + Penalty 5004.150104 = -3333349.044690
  nChanged 65
		SP:Iteration 46Q (8781.420000 sec): 3 clusters
  Score: Raw -3338379.688835 + Penalty 5004.150104 = -3333375.538731
  nChanged 70
		SP:Iteration 47Q (8781.480000 sec): 3 clusters
  Score: Raw -3338403.835904 + Penalty 5004.150104 = -3333399.685800
  nChanged 62
		SP:Iteration 48Q (8781.550000 sec): 3 clusters
  Score: Raw -3338426.919947 + Penalty 5004.150104 = -3333422.769843
  nChanged 51
		SP:Iteration 49Q (8781.610000 sec): 3 clusters
  Score: Raw -3338446.392052 + Penalty 5004.150104 = -3333442.241947
  nChanged 52
		SP:Iteration 50Q (8781.680000 sec): 3 clusters
  Score: Raw -3338466.892489 + Penalty 5004.150104 = -3333462.742385
  nChanged 39
		SP:Iteration 51Q (8781.750000 sec): 3 clusters
  Score: Raw -3338480.407164 + Penalty 5004.150104 = -3333476.257060
  nChanged 32
		SP:Iteration 52Q (8781.810000 sec): 3 clusters
  Score: Raw -3338492.133097 + Penalty 5004.150104 = -3333487.982992
  nChanged 34
		SP:Iteration 53Q (8781.870000 sec): 3 clusters
  Score: Raw -3338503.275990 + Penalty 5004.150104 = -3333499.125886
  nChanged 28
		SP:Iteration 54Q (8781.940000 sec): 3 clusters
  Score: Raw -3338512.838177 + Penalty 5004.150104 = -3333508.688073
  nChanged 31
		SP:Iteration 55Q (8782.010000 sec): 3 clusters
  Score: Raw -3338523.620760 + Penalty 5004.150104 = -3333519.470656
  nChanged 27
		SP:Iteration 56Q (8782.070000 sec): 3 clusters
  Score: Raw -3338533.278947 + Penalty 5004.150104 = -3333529.128842
  nChanged 25
		SP:Iteration 57Q (8782.140000 sec): 3 clusters
  Score: Raw -3338542.344653 + Penalty 5004.150104 = -3333538.194549
  nChanged 24
		SP:Iteration 58Q (8782.200000 sec): 3 clusters
  Score: Raw -3338549.209841 + Penalty 5004.150104 = -3333545.059736
  nChanged 15
		SP:Iteration 59Q (8782.270000 sec): 3 clusters
  Score: Raw -3338553.194159 + Penalty 5004.150104 = -3333549.044054
  nChanged 12
		SP:Iteration 60F (8782.350000 sec): 3 clusters
  Score: Raw -3338557.661460 + Penalty 5004.150104 = -3333553.511356
  nChanged 12
		SP:Iteration 61Q (8782.420000 sec): 3 clusters
  Score: Raw -3338560.933218 + Penalty 5004.150104 = -3333556.783114
  nChanged 6
		SP:Iteration 62Q (8782.490000 sec): 3 clusters
  Score: Raw -3338562.388609 + Penalty 5004.150104 = -3333558.238504
  nChanged 5
		SP:Iteration 63Q (8782.550000 sec): 3 clusters
  Score: Raw -3338564.631573 + Penalty 5004.150104 = -3333560.481469
  nChanged 5
		SP:Iteration 64Q (8782.620000 sec): 3 clusters
  Score: Raw -3338567.631151 + Penalty 5004.150104 = -3333563.481047
  nChanged 14
		SP:Iteration 65Q (8782.690000 sec): 3 clusters
  Score: Raw -3338573.700011 + Penalty 5004.150104 = -3333569.549907
  nChanged 13
		SP:Iteration 66Q (8782.760000 sec): 3 clusters
  Score: Raw -3338577.840803 + Penalty 5004.150104 = -3333573.690699
  nChanged 8
		SP:Iteration 67Q (8782.820000 sec): 3 clusters
  Score: Raw -3338581.837539 + Penalty 5004.150104 = -3333577.687435
  nChanged 8
		SP:Iteration 68Q (8782.880000 sec): 3 clusters
  Score: Raw -3338585.272881 + Penalty 5004.150104 = -3333581.122777
  nChanged 6
		SP:Iteration 69Q (8782.950000 sec): 3 clusters
  Score: Raw -3338587.390694 + Penalty 5004.150104 = -3333583.240590
  nChanged 10
		SP:Iteration 70Q (8783.010000 sec): 3 clusters
  Score: Raw -3338591.532977 + Penalty 5004.150104 = -3333587.382873
  nChanged 12
		SP:Iteration 71Q (8783.070000 sec): 3 clusters
  Score: Raw -3338596.568550 + Penalty 5004.150104 = -3333592.418446
  nChanged 10
		SP:Iteration 72Q (8783.140000 sec): 3 clusters
  Score: Raw -3338600.606640 + Penalty 5004.150104 = -3333596.456536
  nChanged 11
		SP:Iteration 73Q (8783.200000 sec): 3 clusters
  Score: Raw -3338603.473369 + Penalty 5004.150104 = -3333599.323265
  nChanged 7
		SP:Iteration 74Q (8783.270000 sec): 3 clusters
  Score: Raw -3338605.149367 + Penalty 5004.150104 = -3333600.999263
  nChanged 6
		SP:Iteration 75Q (8783.330000 sec): 3 clusters
  Score: Raw -3338607.757887 + Penalty 5004.150104 = -3333603.607782
  nChanged 7
		SP:Iteration 76Q (8783.390000 sec): 3 clusters
  Score: Raw -3338610.341317 + Penalty 5004.150104 = -3333606.191212
  nChanged 14
		SP:Iteration 77Q (8783.460000 sec): 3 clusters
  Score: Raw -3338616.669751 + Penalty 5004.150104 = -3333612.519646
  nChanged 17
		SP:Iteration 78Q (8783.520000 sec): 3 clusters
  Score: Raw -3338623.672477 + Penalty 5004.150104 = -3333619.522373
  nChanged 7
		SP:Iteration 79Q (8783.590000 sec): 3 clusters
  Score: Raw -3338626.357524 + Penalty 5004.150104 = -3333622.207420
  nChanged 6
		SP:Iteration 80F (8783.670000 sec): 3 clusters
  Score: Raw -3338628.648394 + Penalty 5004.150104 = -3333624.498289
  nChanged 6
		SP:Iteration 81Q (8783.730000 sec): 3 clusters
  Score: Raw -3338630.155954 + Penalty 5004.150104 = -3333626.005850
  nChanged 6
		SP:Iteration 82Q (8783.790000 sec): 3 clusters
  Score: Raw -3338632.354020 + Penalty 5004.150104 = -3333628.203916
  nChanged 9
		SP:Iteration 83Q (8783.860000 sec): 3 clusters
  Score: Raw -3338635.238618 + Penalty 5004.150104 = -3333631.088514
  nChanged 4
		SP:Iteration 84Q (8783.920000 sec): 3 clusters
  Score: Raw -3338636.273751 + Penalty 5004.150104 = -3333632.123647
  nChanged 6
		SP:Iteration 85Q (8783.990000 sec): 3 clusters
  Score: Raw -3338637.798988 + Penalty 5004.150104 = -3333633.648884
  nChanged 5
		SP:Iteration 86Q (8784.050000 sec): 3 clusters
  Score: Raw -3338639.133402 + Penalty 5004.150104 = -3333634.983298
  nChanged 4
		SP:Iteration 87Q (8784.110000 sec): 3 clusters
  Score: Raw -3338640.518397 + Penalty 5004.150104 = -3333636.368293
  nChanged 5
		SP:Iteration 88Q (8784.180000 sec): 3 clusters
  Score: Raw -3338642.321430 + Penalty 5004.150104 = -3333638.171325
  nChanged 4
		SP:Iteration 89Q (8784.240000 sec): 3 clusters
  Score: Raw -3338643.996222 + Penalty 5004.150104 = -3333639.846118
  nChanged 4
		SP:Iteration 90Q (8784.300000 sec): 3 clusters
  Score: Raw -3338645.358393 + Penalty 5004.150104 = -3333641.208289
  nChanged 2
		SP:Iteration 91Q (8784.370000 sec): 3 clusters
  Score: Raw -3338646.256074 + Penalty 5004.150104 = -3333642.105970
  nChanged 4
		SP:Iteration 92Q (8784.430000 sec): 3 clusters
  Score: Raw -3338647.632550 + Penalty 5004.150104 = -3333643.482446
  nChanged 1
		SP:Iteration 93Q (8784.490000 sec): 3 clusters
  Score: Raw -3338647.835441 + Penalty 5004.150104 = -3333643.685337
  nChanged 1
		SP:Iteration 94Q (8784.560000 sec): 3 clusters
  Score: Raw -3338648.139951 + Penalty 5004.150104 = -3333643.989847
  nChanged 2
		SP:Iteration 95Q (8784.620000 sec): 3 clusters
  Score: Raw -3338648.662753 + Penalty 5004.150104 = -3333644.512649
  nChanged 0
		SP:Iteration 96F (8784.710000 sec): 3 clusters
  Score: Raw -3338648.662753 + Penalty 5004.150104 = -3333644.512649
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8784.730000 sec): 2 clusters
  Score: Raw -494000.591510 + Penalty 2019.015069 = -491981.576441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8784.740000 sec): 3 clusters
  Score: Raw -492534.210758 + Penalty 4038.030138 = -488496.180620
  nChanged 1252
		SP:Iteration 1F (8784.750000 sec): 3 clusters
  Score: Raw -493346.653952 + Penalty 4038.030138 = -489308.623815
  nChanged 258
		SP:Iteration 2F (8784.760000 sec): 3 clusters
  Score: Raw -493552.981891 + Penalty 4038.030138 = -489514.951754
  nChanged 191
		SP:Iteration 3F (8784.770000 sec): 3 clusters
  Score: Raw -493672.547121 + Penalty 4038.030138 = -489634.516983
  nChanged 122
		SP:Iteration 4Q (8784.790000 sec): 3 clusters
  Score: Raw -493746.826355 + Penalty 4038.030138 = -489708.796218
  nChanged 96
		SP:Iteration 5Q (8784.800000 sec): 3 clusters
  Score: Raw -493804.355962 + Penalty 4038.030138 = -489766.325824
  nChanged 91
		SP:Iteration 6Q (8784.810000 sec): 3 clusters
  Score: Raw -493863.279437 + Penalty 4038.030138 = -489825.249299
  nChanged 95
		SP:Iteration 7Q (8784.820000 sec): 3 clusters
  Score: Raw -493933.024863 + Penalty 4038.030138 = -489894.994725
  nChanged 95
		SP:Iteration 8Q (8784.830000 sec): 3 clusters
  Score: Raw -493998.959272 + Penalty 4038.030138 = -489960.929134
  nChanged 84
		SP:Iteration 9Q (8784.850000 sec): 3 clusters
  Score: Raw -494047.340359 + Penalty 4038.030138 = -490009.310222
  nChanged 62
		SP:Iteration 10Q (8784.860000 sec): 3 clusters
  Score: Raw -494084.068247 + Penalty 4038.030138 = -490046.038109
  nChanged 62
		SP:Iteration 11Q (8784.870000 sec): 3 clusters
  Score: Raw -494126.783989 + Penalty 4038.030138 = -490088.753851
  nChanged 63
		SP:Iteration 12Q (8784.880000 sec): 3 clusters
  Score: Raw -494165.913469 + Penalty 4038.030138 = -490127.883331
  nChanged 43
		SP:Iteration 13Q (8784.890000 sec): 3 clusters
  Score: Raw -494192.017255 + Penalty 4038.030138 = -490153.987117
  nChanged 44
		SP:Iteration 14Q (8784.910000 sec): 3 clusters
  Score: Raw -494218.221668 + Penalty 4038.030138 = -490180.191530
  nChanged 36
		SP:Iteration 15Q (8784.910000 sec): 3 clusters
  Score: Raw -494240.977826 + Penalty 4038.030138 = -490202.947688
  nChanged 39
		SP:Iteration 16Q (8784.930000 sec): 3 clusters
  Score: Raw -494264.842940 + Penalty 4038.030138 = -490226.812803
  nChanged 39
		SP:Iteration 17Q (8784.940000 sec): 3 clusters
  Score: Raw -494292.998286 + Penalty 4038.030138 = -490254.968148
  nChanged 47
		SP:Iteration 18Q (8784.950000 sec): 3 clusters
  Score: Raw -494332.364326 + Penalty 4038.030138 = -490294.334188
  nChanged 50
		SP:Iteration 19Q (8784.960000 sec): 3 clusters
  Score: Raw -494369.261491 + Penalty 4038.030138 = -490331.231353
  nChanged 40
		SP:Iteration 20F (8784.970000 sec): 3 clusters
  Score: Raw -494411.364049 + Penalty 4038.030138 = -490373.333912
  nChanged 46
		SP:Iteration 21Q (8784.990000 sec): 3 clusters
  Score: Raw -494451.999749 + Penalty 4038.030138 = -490413.969612
  nChanged 58
		SP:Iteration 22Q (8785.000000 sec): 3 clusters
  Score: Raw -494498.322200 + Penalty 4038.030138 = -490460.292062
  nChanged 65
		SP:Iteration 23Q (8785.010000 sec): 3 clusters
  Score: Raw -494556.417773 + Penalty 4038.030138 = -490518.387636
  nChanged 63
		SP:Iteration 24Q (8785.020000 sec): 3 clusters
  Score: Raw -494628.369917 + Penalty 4038.030138 = -490590.339780
  nChanged 65
		SP:Iteration 25Q (8785.030000 sec): 3 clusters
  Score: Raw -494696.098692 + Penalty 4038.030138 = -490658.068555
  nChanged 62
		SP:Iteration 26Q (8785.050000 sec): 3 clusters
  Score: Raw -494756.338111 + Penalty 4038.030138 = -490718.307973
  nChanged 63
		SP:Iteration 27Q (8785.060000 sec): 3 clusters
  Score: Raw -494821.462962 + Penalty 4038.030138 = -490783.432824
  nChanged 65
		SP:Iteration 28Q (8785.070000 sec): 3 clusters
  Score: Raw -494879.844497 + Penalty 4038.030138 = -490841.814360
  nChanged 54
		SP:Iteration 29Q (8785.080000 sec): 3 clusters
  Score: Raw -494924.118050 + Penalty 4038.030138 = -490886.087912
  nChanged 54
		SP:Iteration 30Q (8785.090000 sec): 3 clusters
  Score: Raw -494964.804519 + Penalty 4038.030138 = -490926.774382
  nChanged 53
		SP:Iteration 31Q (8785.100000 sec): 3 clusters
  Score: Raw -495014.336704 + Penalty 4038.030138 = -490976.306567
  nChanged 67
		SP:Iteration 32Q (8785.110000 sec): 3 clusters
  Score: Raw -495088.494367 + Penalty 4038.030138 = -491050.464230
  nChanged 73
		SP:Iteration 33Q (8785.120000 sec): 3 clusters
  Score: Raw -495173.402346 + Penalty 4038.030138 = -491135.372209
  nChanged 66
		SP:Iteration 34Q (8785.130000 sec): 3 clusters
  Score: Raw -495247.203790 + Penalty 4038.030138 = -491209.173653
  nChanged 69
		SP:Iteration 35Q (8785.150000 sec): 3 clusters
  Score: Raw -495314.428868 + Penalty 4038.030138 = -491276.398731
  nChanged 54
		SP:Iteration 36Q (8785.150000 sec): 3 clusters
  Score: Raw -495360.090227 + Penalty 4038.030138 = -491322.060089
  nChanged 50
		SP:Iteration 37Q (8785.170000 sec): 3 clusters
  Score: Raw -495404.630290 + Penalty 4038.030138 = -491366.600152
  nChanged 37
		SP:Iteration 38Q (8785.170000 sec): 3 clusters
  Score: Raw -495430.527793 + Penalty 4038.030138 = -491392.497655
  nChanged 37
		SP:Iteration 39Q (8785.190000 sec): 3 clusters
  Score: Raw -495462.535915 + Penalty 4038.030138 = -491424.505777
  nChanged 33
		SP:Iteration 40F (8785.200000 sec): 3 clusters
  Score: Raw -495497.049708 + Penalty 4038.030138 = -491459.019570
  nChanged 39
		SP:Iteration 41Q (8785.210000 sec): 3 clusters
  Score: Raw -495524.742768 + Penalty 4038.030138 = -491486.712630
  nChanged 38
		SP:Iteration 42Q (8785.220000 sec): 3 clusters
  Score: Raw -495554.420866 + Penalty 4038.030138 = -491516.390728
  nChanged 33
		SP:Iteration 43Q (8785.230000 sec): 3 clusters
  Score: Raw -495576.148669 + Penalty 4038.030138 = -491538.118532
  nChanged 31
		SP:Iteration 44Q (8785.240000 sec): 3 clusters
  Score: Raw -495593.741651 + Penalty 4038.030138 = -491555.711514
  nChanged 29
		SP:Iteration 45Q (8785.250000 sec): 3 clusters
  Score: Raw -495610.548239 + Penalty 4038.030138 = -491572.518101
  nChanged 31
		SP:Iteration 46Q (8785.260000 sec): 3 clusters
  Score: Raw -495633.381065 + Penalty 4038.030138 = -491595.350928
  nChanged 39
		SP:Iteration 47Q (8785.270000 sec): 3 clusters
  Score: Raw -495661.770294 + Penalty 4038.030138 = -491623.740156
  nChanged 28
		SP:Iteration 48Q (8785.280000 sec): 3 clusters
  Score: Raw -495679.883610 + Penalty 4038.030138 = -491641.853472
  nChanged 21
		SP:Iteration 49Q (8785.290000 sec): 3 clusters
  Score: Raw -495689.617563 + Penalty 4038.030138 = -491651.587426
  nChanged 13
		SP:Iteration 50Q (8785.290000 sec): 3 clusters
  Score: Raw -495696.370054 + Penalty 4038.030138 = -491658.339916
  nChanged 12
		SP:Iteration 51Q (8785.310000 sec): 3 clusters
  Score: Raw -495701.216185 + Penalty 4038.030138 = -491663.186048
  nChanged 7
		SP:Iteration 52Q (8785.310000 sec): 3 clusters
  Score: Raw -495703.901322 + Penalty 4038.030138 = -491665.871185
  nChanged 3
		SP:Iteration 53Q (8785.330000 sec): 3 clusters
  Score: Raw -495704.769359 + Penalty 4038.030138 = -491666.739221
  nChanged 7
		SP:Iteration 54Q (8785.330000 sec): 3 clusters
  Score: Raw -495707.382615 + Penalty 4038.030138 = -491669.352477
  nChanged 3
		SP:Iteration 55Q (8785.340000 sec): 3 clusters
  Score: Raw -495708.757104 + Penalty 4038.030138 = -491670.726967
  nChanged 4
		SP:Iteration 56Q (8785.350000 sec): 3 clusters
  Score: Raw -495710.113213 + Penalty 4038.030138 = -491672.083076
  nChanged 2
		SP:Iteration 57Q (8785.360000 sec): 3 clusters
  Score: Raw -495711.068061 + Penalty 4038.030138 = -491673.037923
  nChanged 2
		SP:Iteration 58Q (8785.370000 sec): 3 clusters
  Score: Raw -495711.896488 + Penalty 4038.030138 = -491673.866350
  nChanged 2
		SP:Iteration 59Q (8785.380000 sec): 3 clusters
  Score: Raw -495712.595184 + Penalty 4038.030138 = -491674.565047
  nChanged 2
		SP:Iteration 60F (8785.390000 sec): 3 clusters
  Score: Raw -495713.767951 + Penalty 4038.030138 = -491675.737813
  nChanged 3
		SP:Iteration 61Q (8785.400000 sec): 3 clusters
  Score: Raw -495714.323988 + Penalty 4038.030138 = -491676.293850
  nChanged 3
		SP:Iteration 62Q (8785.410000 sec): 3 clusters
  Score: Raw -495715.759532 + Penalty 4038.030138 = -491677.729395
  nChanged 2
		SP:Iteration 63Q (8785.420000 sec): 3 clusters
  Score: Raw -495717.069447 + Penalty 4038.030138 = -491679.039310
  nChanged 1
		SP:Iteration 64Q (8785.430000 sec): 3 clusters
  Score: Raw -495717.600718 + Penalty 4038.030138 = -491679.570581
  nChanged 2
		SP:Iteration 65Q (8785.440000 sec): 3 clusters
  Score: Raw -495718.055380 + Penalty 4038.030138 = -491680.025242
  nChanged 3
		SP:Iteration 66Q (8785.450000 sec): 3 clusters
  Score: Raw -495719.581400 + Penalty 4038.030138 = -491681.551262
  nChanged 1
		SP:Iteration 67Q (8785.460000 sec): 3 clusters
  Score: Raw -495720.002440 + Penalty 4038.030138 = -491681.972303
  nChanged 4
		SP:Iteration 68Q (8785.470000 sec): 3 clusters
  Score: Raw -495722.597957 + Penalty 4038.030138 = -491684.567820
  nChanged 7
		SP:Iteration 69Q (8785.480000 sec): 3 clusters
  Score: Raw -495726.421646 + Penalty 4038.030138 = -491688.391508
  nChanged 7
		SP:Iteration 70Q (8785.490000 sec): 3 clusters
  Score: Raw -495729.260885 + Penalty 4038.030138 = -491691.230747
  nChanged 3
		SP:Iteration 71Q (8785.500000 sec): 3 clusters
  Score: Raw -495730.269484 + Penalty 4038.030138 = -491692.239346
  nChanged 2
		SP:Iteration 72Q (8785.510000 sec): 3 clusters
  Score: Raw -495730.660404 + Penalty 4038.030138 = -491692.630267
  nChanged 0
		SP:Iteration 73F (8785.520000 sec): 3 clusters
  Score: Raw -495730.660404 + Penalty 4038.030138 = -491692.630267
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8785.530000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8785.530000 sec): 3 clusters
  Score: Raw -126974.881610 + Penalty 3350.283633 = -123624.597976
  nChanged 197
		SP:Iteration 1F (8785.530000 sec): 3 clusters
  Score: Raw -127257.424839 + Penalty 3350.283633 = -123907.141206
  nChanged 52
		SP:Iteration 2F (8785.530000 sec): 3 clusters
  Score: Raw -127361.262007 + Penalty 3350.283633 = -124010.978374
  nChanged 28
		SP:Iteration 3Q (8785.540000 sec): 3 clusters
  Score: Raw -127402.191591 + Penalty 3350.283633 = -124051.907957
  nChanged 12
		SP:Iteration 4Q (8785.540000 sec): 3 clusters
  Score: Raw -127417.438287 + Penalty 3350.283633 = -124067.154653
  nChanged 9
		SP:Iteration 5Q (8785.550000 sec): 3 clusters
  Score: Raw -127432.737442 + Penalty 3350.283633 = -124082.453809
  nChanged 9
		SP:Iteration 6Q (8785.550000 sec): 3 clusters
  Score: Raw -127443.861294 + Penalty 3350.283633 = -124093.577660
  nChanged 6
		SP:Iteration 7Q (8785.550000 sec): 3 clusters
  Score: Raw -127450.636352 + Penalty 3350.283633 = -124100.352718
  nChanged 5
		SP:Iteration 8Q (8785.550000 sec): 3 clusters
  Score: Raw -127457.555555 + Penalty 3350.283633 = -124107.271921
  nChanged 4
		SP:Iteration 9Q (8785.550000 sec): 3 clusters
  Score: Raw -127461.791984 + Penalty 3350.283633 = -124111.508350
  nChanged 1
		SP:Iteration 10Q (8785.560000 sec): 3 clusters
  Score: Raw -127465.504321 + Penalty 3350.283633 = -124115.220688
  nChanged 1
		SP:Iteration 11Q (8785.560000 sec): 3 clusters
  Score: Raw -127467.010353 + Penalty 3350.283633 = -124116.726720
  nChanged 1
		SP:Iteration 12Q (8785.570000 sec): 3 clusters
  Score: Raw -127470.630910 + Penalty 3350.283633 = -124120.347277
  nChanged 3
		SP:Iteration 13Q (8785.570000 sec): 3 clusters
  Score: Raw -127472.991745 + Penalty 3350.283633 = -124122.708111
  nChanged 0
		SP:Iteration 14F (8785.570000 sec): 3 clusters
  Score: Raw -127472.991745 + Penalty 3350.283633 = -124122.708111
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8785.570000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8785.570000 sec): 3 clusters
  Score: Raw -33646.254566 + Penalty 2756.186719 = -30890.067847
  nChanged 29
		SP:Iteration 1F (8785.570000 sec): 3 clusters
  Score: Raw -33741.567217 + Penalty 2756.186719 = -30985.380498
  nChanged 6
		SP:Iteration 2Q (8785.570000 sec): 3 clusters
  Score: Raw -33767.979039 + Penalty 2756.186719 = -31011.792320
  nChanged 2
		SP:Iteration 3Q (8785.580000 sec): 3 clusters
  Score: Raw -33774.344479 + Penalty 2756.186719 = -31018.157760
  nChanged 2
		SP:Iteration 4Q (8785.580000 sec): 3 clusters
  Score: Raw -33776.935076 + Penalty 2756.186719 = -31020.748357
  nChanged 2
		SP:Iteration 5Q (8785.580000 sec): 3 clusters
  Score: Raw -33782.605085 + Penalty 2756.186719 = -31026.418366
  nChanged 4
		SP:Iteration 6Q (8785.580000 sec): 3 clusters
  Score: Raw -33799.841171 + Penalty 2756.186719 = -31043.654452
  nChanged 4
		SP:Iteration 7Q (8785.580000 sec): 3 clusters
  Score: Raw -33815.151545 + Penalty 2756.186719 = -31058.964827
  nChanged 4
		SP:Iteration 8Q (8785.580000 sec): 3 clusters
  Score: Raw -33852.165753 + Penalty 2756.186719 = -31095.979035
  nChanged 4
		SP:Iteration 9Q (8785.580000 sec): 3 clusters
  Score: Raw -33876.250973 + Penalty 2756.186719 = -31120.064255
  nChanged 2
		SP:Iteration 10Q (8785.580000 sec): 3 clusters
  Score: Raw -33885.805993 + Penalty 2756.186719 = -31129.619275
  nChanged 1
		SP:Iteration 11Q (8785.580000 sec): 3 clusters
  Score: Raw -33890.535885 + Penalty 2756.186719 = -31134.349167
  nChanged 1
		SP:Iteration 12Q (8785.590000 sec): 3 clusters
  Score: Raw -33896.272636 + Penalty 2756.186719 = -31140.085918
  nChanged 0
		SP:Iteration 13F (8785.590000 sec): 3 clusters
  Score: Raw -33896.272636 + Penalty 2756.186719 = -31140.085918
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8785.630000 sec): 2 clusters
  Score: Raw -2059139.694813 + Penalty 2363.951249 = -2056775.743564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8785.680000 sec): 3 clusters
  Score: Raw -2051309.200339 + Penalty 4727.902497 = -2046581.297841
  nChanged 5954
		SP:Iteration 1F (8785.730000 sec): 3 clusters
  Score: Raw -2054533.329156 + Penalty 4727.902497 = -2049805.426658
  nChanged 886
		SP:Iteration 2F (8785.780000 sec): 3 clusters
  Score: Raw -2054911.141550 + Penalty 4727.902497 = -2050183.239053
  nChanged 702
		SP:Iteration 3F (8785.830000 sec): 3 clusters
  Score: Raw -2055201.990665 + Penalty 4727.902497 = -2050474.088168
  nChanged 612
		SP:Iteration 4Q (8785.880000 sec): 3 clusters
  Score: Raw -2055477.292367 + Penalty 4727.902497 = -2050749.389869
  nChanged 576
		SP:Iteration 5Q (8785.930000 sec): 3 clusters
  Score: Raw -2055745.780321 + Penalty 4727.902497 = -2051017.877824
  nChanged 535
		SP:Iteration 6Q (8785.970000 sec): 3 clusters
  Score: Raw -2056021.621163 + Penalty 4727.902497 = -2051293.718666
  nChanged 544
		SP:Iteration 7Q (8786.020000 sec): 3 clusters
  Score: Raw -2056333.586387 + Penalty 4727.902497 = -2051605.683889
  nChanged 583
		SP:Iteration 8Q (8786.070000 sec): 3 clusters
  Score: Raw -2056720.057914 + Penalty 4727.902497 = -2051992.155416
  nChanged 626
		SP:Iteration 9Q (8786.120000 sec): 3 clusters
  Score: Raw -2057167.183606 + Penalty 4727.902497 = -2052439.281108
  nChanged 550
		SP:Iteration 10Q (8786.170000 sec): 3 clusters
  Score: Raw -2057560.533513 + Penalty 4727.902497 = -2052832.631016
  nChanged 516
		SP:Iteration 11Q (8786.210000 sec): 3 clusters
  Score: Raw -2057895.982265 + Penalty 4727.902497 = -2053168.079768
  nChanged 412
		SP:Iteration 12Q (8786.260000 sec): 3 clusters
  Score: Raw -2058171.197006 + Penalty 4727.902497 = -2053443.294508
  nChanged 357
		SP:Iteration 13Q (8786.310000 sec): 3 clusters
  Score: Raw -2058416.374344 + Penalty 4727.902497 = -2053688.471847
  nChanged 293
		SP:Iteration 14Q (8786.350000 sec): 3 clusters
  Score: Raw -2058589.920833 + Penalty 4727.902497 = -2053862.018336
  nChanged 241
		SP:Iteration 15Q (8786.390000 sec): 3 clusters
  Score: Raw -2058730.472864 + Penalty 4727.902497 = -2054002.570366
  nChanged 190
		SP:Iteration 16Q (8786.430000 sec): 3 clusters
  Score: Raw -2058833.070055 + Penalty 4727.902497 = -2054105.167557
  nChanged 158
		SP:Iteration 17Q (8786.480000 sec): 3 clusters
  Score: Raw -2058914.072183 + Penalty 4727.902497 = -2054186.169686
  nChanged 143
		SP:Iteration 18Q (8786.520000 sec): 3 clusters
  Score: Raw -2058981.218198 + Penalty 4727.902497 = -2054253.315701
  nChanged 113
		SP:Iteration 19Q (8786.560000 sec): 3 clusters
  Score: Raw -2059026.190950 + Penalty 4727.902497 = -2054298.288452
  nChanged 91
		SP:Iteration 20F (8786.610000 sec): 3 clusters
  Score: Raw -2059068.544105 + Penalty 4727.902497 = -2054340.641608
  nChanged 96
		SP:Iteration 21Q (8786.650000 sec): 3 clusters
  Score: Raw -2059114.253489 + Penalty 4727.902497 = -2054386.350992
  nChanged 90
		SP:Iteration 22Q (8786.690000 sec): 3 clusters
  Score: Raw -2059158.498326 + Penalty 4727.902497 = -2054430.595828
  nChanged 75
		SP:Iteration 23Q (8786.730000 sec): 3 clusters
  Score: Raw -2059191.960090 + Penalty 4727.902497 = -2054464.057593
  nChanged 73
		SP:Iteration 24Q (8786.770000 sec): 3 clusters
  Score: Raw -2059224.413768 + Penalty 4727.902497 = -2054496.511271
  nChanged 65
		SP:Iteration 25Q (8786.800000 sec): 3 clusters
  Score: Raw -2059255.134376 + Penalty 4727.902497 = -2054527.231879
  nChanged 67
		SP:Iteration 26Q (8786.840000 sec): 3 clusters
  Score: Raw -2059285.129306 + Penalty 4727.902497 = -2054557.226808
  nChanged 56
		SP:Iteration 27Q (8786.880000 sec): 3 clusters
  Score: Raw -2059310.964145 + Penalty 4727.902497 = -2054583.061648
  nChanged 55
		SP:Iteration 28Q (8786.920000 sec): 3 clusters
  Score: Raw -2059335.960878 + Penalty 4727.902497 = -2054608.058380
  nChanged 45
		SP:Iteration 29Q (8786.960000 sec): 3 clusters
  Score: Raw -2059360.284310 + Penalty 4727.902497 = -2054632.381812
  nChanged 33
		SP:Iteration 30Q (8787.000000 sec): 3 clusters
  Score: Raw -2059378.530157 + Penalty 4727.902497 = -2054650.627659
  nChanged 37
		SP:Iteration 31Q (8787.030000 sec): 3 clusters
  Score: Raw -2059397.935423 + Penalty 4727.902497 = -2054670.032925
  nChanged 29
		SP:Iteration 32Q (8787.070000 sec): 3 clusters
  Score: Raw -2059411.796450 + Penalty 4727.902497 = -2054683.893953
  nChanged 23
		SP:Iteration 33Q (8787.110000 sec): 3 clusters
  Score: Raw -2059421.791758 + Penalty 4727.902497 = -2054693.889261
  nChanged 20
		SP:Iteration 34Q (8787.150000 sec): 3 clusters
  Score: Raw -2059430.929208 + Penalty 4727.902497 = -2054703.026710
  nChanged 21
		SP:Iteration 35Q (8787.190000 sec): 3 clusters
  Score: Raw -2059440.387634 + Penalty 4727.902497 = -2054712.485136
  nChanged 23
		SP:Iteration 36Q (8787.220000 sec): 3 clusters
  Score: Raw -2059453.827247 + Penalty 4727.902497 = -2054725.924749
  nChanged 30
		SP:Iteration 37Q (8787.260000 sec): 3 clusters
  Score: Raw -2059468.095807 + Penalty 4727.902497 = -2054740.193310
  nChanged 25
		SP:Iteration 38Q (8787.300000 sec): 3 clusters
  Score: Raw -2059480.015710 + Penalty 4727.902497 = -2054752.113213
  nChanged 22
		SP:Iteration 39Q (8787.330000 sec): 3 clusters
  Score: Raw -2059491.593613 + Penalty 4727.902497 = -2054763.691116
  nChanged 20
		SP:Iteration 40F (8787.380000 sec): 3 clusters
  Score: Raw -2059499.079512 + Penalty 4727.902497 = -2054771.177015
  nChanged 6
		SP:Iteration 41Q (8787.420000 sec): 3 clusters
  Score: Raw -2059501.823225 + Penalty 4727.902497 = -2054773.920727
  nChanged 7
		SP:Iteration 42Q (8787.450000 sec): 3 clusters
  Score: Raw -2059505.367639 + Penalty 4727.902497 = -2054777.465142
  nChanged 6
		SP:Iteration 43Q (8787.490000 sec): 3 clusters
  Score: Raw -2059507.329453 + Penalty 4727.902497 = -2054779.426956
  nChanged 3
		SP:Iteration 44Q (8787.530000 sec): 3 clusters
  Score: Raw -2059508.951512 + Penalty 4727.902497 = -2054781.049014
  nChanged 3
		SP:Iteration 45Q (8787.570000 sec): 3 clusters
  Score: Raw -2059510.053058 + Penalty 4727.902497 = -2054782.150561
  nChanged 1
		SP:Iteration 46Q (8787.610000 sec): 3 clusters
  Score: Raw -2059510.404495 + Penalty 4727.902497 = -2054782.501998
  nChanged 2
		SP:Iteration 47Q (8787.640000 sec): 3 clusters
  Score: Raw -2059511.763002 + Penalty 4727.902497 = -2054783.860505
  nChanged 7
		SP:Iteration 48Q (8787.680000 sec): 3 clusters
  Score: Raw -2059514.279419 + Penalty 4727.902497 = -2054786.376921
  nChanged 9
		SP:Iteration 49Q (8787.720000 sec): 3 clusters
  Score: Raw -2059518.279651 + Penalty 4727.902497 = -2054790.377154
  nChanged 6
		SP:Iteration 50Q (8787.760000 sec): 3 clusters
  Score: Raw -2059520.096848 + Penalty 4727.902497 = -2054792.194351
  nChanged 4
		SP:Iteration 51Q (8787.790000 sec): 3 clusters
  Score: Raw -2059521.824885 + Penalty 4727.902497 = -2054793.922388
  nChanged 3
		SP:Iteration 52Q (8787.830000 sec): 3 clusters
  Score: Raw -2059523.365087 + Penalty 4727.902497 = -2054795.462590
  nChanged 0
		SP:Iteration 53F (8787.880000 sec): 3 clusters
  Score: Raw -2059523.365087 + Penalty 4727.902497 = -2054795.462590
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8788.110000 sec): 2 clusters
  Score: Raw -10201756.024203 + Penalty 2765.905493 = -10198990.118710
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8788.370000 sec): 3 clusters
  Score: Raw -10157738.212453 + Penalty 5531.810985 = -10152206.401468
  nChanged 32596
		SP:Iteration 1F (8788.630000 sec): 3 clusters
  Score: Raw -10176482.837969 + Penalty 5531.810985 = -10170951.026984
  nChanged 3370
		SP:Iteration 2Q (8788.890000 sec): 3 clusters
  Score: Raw -10177850.920492 + Penalty 5531.810985 = -10172319.109507
  nChanged 4080
		SP:Iteration 3F (8789.150000 sec): 3 clusters
  Score: Raw -10179960.765781 + Penalty 5531.810985 = -10174428.954796
  nChanged 4949
		SP:Iteration 4F (8789.410000 sec): 3 clusters
  Score: Raw -10183168.423150 + Penalty 5531.810985 = -10177636.612165
  nChanged 5485
		SP:Iteration 5F (8789.660000 sec): 3 clusters
  Score: Raw -10187374.374758 + Penalty 5531.810985 = -10181842.563773
  nChanged 5310
		SP:Iteration 6F (8789.920000 sec): 3 clusters
  Score: Raw -10191789.336070 + Penalty 5531.810985 = -10186257.525085
  nChanged 4501
		SP:Iteration 7F (8790.180000 sec): 3 clusters
  Score: Raw -10195859.788704 + Penalty 5531.810985 = -10190327.977719
  nChanged 3252
		SP:Iteration 8Q (8790.440000 sec): 3 clusters
  Score: Raw -10198808.637953 + Penalty 5531.810985 = -10193276.826968
  nChanged 1947
		SP:Iteration 9Q (8790.680000 sec): 3 clusters
  Score: Raw -10200535.366965 + Penalty 5531.810985 = -10195003.555980
  nChanged 973
		SP:Iteration 10Q (8790.920000 sec): 3 clusters
  Score: Raw -10201338.905283 + Penalty 5531.810985 = -10195807.094298
  nChanged 424
		SP:Iteration 11Q (8791.130000 sec): 3 clusters
  Score: Raw -10201675.445880 + Penalty 5531.810985 = -10196143.634895
  nChanged 204
		SP:Iteration 12Q (8791.330000 sec): 3 clusters
  Score: Raw -10201855.740596 + Penalty 5531.810985 = -10196323.929611
  nChanged 126
		SP:Iteration 13Q (8791.520000 sec): 3 clusters
  Score: Raw -10201962.738946 + Penalty 5531.810985 = -10196430.927961
  nChanged 63
		SP:Iteration 14Q (8791.710000 sec): 3 clusters
  Score: Raw -10202021.956496 + Penalty 5531.810985 = -10196490.145511
  nChanged 43
		SP:Iteration 15Q (8791.900000 sec): 3 clusters
  Score: Raw -10202065.158021 + Penalty 5531.810985 = -10196533.347036
  nChanged 36
		SP:Iteration 16Q (8792.090000 sec): 3 clusters
  Score: Raw -10202101.349739 + Penalty 5531.810985 = -10196569.538754
  nChanged 19
		SP:Iteration 17Q (8792.270000 sec): 3 clusters
  Score: Raw -10202118.397824 + Penalty 5531.810985 = -10196586.586839
  nChanged 11
		SP:Iteration 18Q (8792.460000 sec): 3 clusters
  Score: Raw -10202126.911164 + Penalty 5531.810985 = -10196595.100179
  nChanged 6
		SP:Iteration 19Q (8792.640000 sec): 3 clusters
  Score: Raw -10202133.042201 + Penalty 5531.810985 = -10196601.231216
  nChanged 5
		SP:Iteration 20F (8792.900000 sec): 3 clusters
  Score: Raw -10202137.807120 + Penalty 5531.810985 = -10196605.996135
  nChanged 7
		SP:Iteration 21Q (8793.080000 sec): 3 clusters
  Score: Raw -10202145.049047 + Penalty 5531.810985 = -10196613.238062
  nChanged 8
		SP:Iteration 22Q (8793.260000 sec): 3 clusters
  Score: Raw -10202151.545614 + Penalty 5531.810985 = -10196619.734629
  nChanged 4
		SP:Iteration 23Q (8793.450000 sec): 3 clusters
  Score: Raw -10202156.473148 + Penalty 5531.810985 = -10196624.662163
  nChanged 6
		SP:Iteration 24Q (8793.640000 sec): 3 clusters
  Score: Raw -10202163.395938 + Penalty 5531.810985 = -10196631.584953
  nChanged 8
		SP:Iteration 25Q (8793.820000 sec): 3 clusters
  Score: Raw -10202175.464932 + Penalty 5531.810985 = -10196643.653947
  nChanged 5
		SP:Iteration 26Q (8794.010000 sec): 3 clusters
  Score: Raw -10202178.417185 + Penalty 5531.810985 = -10196646.606200
  nChanged 5
		SP:Iteration 27Q (8794.190000 sec): 3 clusters
  Score: Raw -10202181.901259 + Penalty 5531.810985 = -10196650.090274
  nChanged 3
		SP:Iteration 28Q (8794.370000 sec): 3 clusters
  Score: Raw -10202183.652035 + Penalty 5531.810985 = -10196651.841050
  nChanged 4
		SP:Iteration 29Q (8794.560000 sec): 3 clusters
  Score: Raw -10202188.759269 + Penalty 5531.810985 = -10196656.948284
  nChanged 1
		SP:Iteration 30Q (8794.740000 sec): 3 clusters
  Score: Raw -10202190.686743 + Penalty 5531.810985 = -10196658.875758
  nChanged 2
		SP:Iteration 31Q (8794.920000 sec): 3 clusters
  Score: Raw -10202193.132178 + Penalty 5531.810985 = -10196661.321193
  nChanged 2
		SP:Iteration 32Q (8795.100000 sec): 3 clusters
  Score: Raw -10202195.471168 + Penalty 5531.810985 = -10196663.660183
  nChanged 1
		SP:Iteration 33Q (8795.290000 sec): 3 clusters
  Score: Raw -10202196.437965 + Penalty 5531.810985 = -10196664.626980
  nChanged 0
		SP:Iteration 34F (8795.540000 sec): 3 clusters
  Score: Raw -10202196.437965 + Penalty 5531.810985 = -10196664.626980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8795.580000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8795.590000 sec): 3 clusters
  Score: Raw -385254.617341 + Penalty 3923.652944 = -381330.964397
  nChanged 926
		SP:Iteration 1F (8795.600000 sec): 3 clusters
  Score: Raw -385876.985708 + Penalty 3923.652944 = -381953.332764
  nChanged 216
		SP:Iteration 2F (8795.600000 sec): 3 clusters
  Score: Raw -386034.419999 + Penalty 3923.652944 = -382110.767055
  nChanged 122
		SP:Iteration 3Q (8795.620000 sec): 3 clusters
  Score: Raw -386110.615252 + Penalty 3923.652944 = -382186.962308
  nChanged 72
		SP:Iteration 4Q (8795.620000 sec): 3 clusters
  Score: Raw -386154.482822 + Penalty 3923.652944 = -382230.829878
  nChanged 55
		SP:Iteration 5Q (8795.630000 sec): 3 clusters
  Score: Raw -386187.274875 + Penalty 3923.652944 = -382263.621931
  nChanged 48
		SP:Iteration 6Q (8795.640000 sec): 3 clusters
  Score: Raw -386213.693904 + Penalty 3923.652944 = -382290.040960
  nChanged 31
		SP:Iteration 7Q (8795.650000 sec): 3 clusters
  Score: Raw -386231.746700 + Penalty 3923.652944 = -382308.093756
  nChanged 25
		SP:Iteration 8Q (8795.660000 sec): 3 clusters
  Score: Raw -386245.506926 + Penalty 3923.652944 = -382321.853982
  nChanged 24
		SP:Iteration 9Q (8795.670000 sec): 3 clusters
  Score: Raw -386257.070471 + Penalty 3923.652944 = -382333.417527
  nChanged 22
		SP:Iteration 10Q (8795.680000 sec): 3 clusters
  Score: Raw -386266.087437 + Penalty 3923.652944 = -382342.434493
  nChanged 20
		SP:Iteration 11Q (8795.690000 sec): 3 clusters
  Score: Raw -386275.875997 + Penalty 3923.652944 = -382352.223054
  nChanged 14
		SP:Iteration 12Q (8795.700000 sec): 3 clusters
  Score: Raw -386283.542043 + Penalty 3923.652944 = -382359.889099
  nChanged 12
		SP:Iteration 13Q (8795.710000 sec): 3 clusters
  Score: Raw -386288.510707 + Penalty 3923.652944 = -382364.857763
  nChanged 7
		SP:Iteration 14Q (8795.720000 sec): 3 clusters
  Score: Raw -386291.970481 + Penalty 3923.652944 = -382368.317537
  nChanged 8
		SP:Iteration 15Q (8795.730000 sec): 3 clusters
  Score: Raw -386295.191934 + Penalty 3923.652944 = -382371.538990
  nChanged 4
		SP:Iteration 16Q (8795.740000 sec): 3 clusters
  Score: Raw -386296.697707 + Penalty 3923.652944 = -382373.044763
  nChanged 5
		SP:Iteration 17Q (8795.740000 sec): 3 clusters
  Score: Raw -386299.661522 + Penalty 3923.652944 = -382376.008578
  nChanged 5
		SP:Iteration 18Q (8795.760000 sec): 3 clusters
  Score: Raw -386302.008586 + Penalty 3923.652944 = -382378.355642
  nChanged 3
		SP:Iteration 19Q (8795.760000 sec): 3 clusters
  Score: Raw -386302.608831 + Penalty 3923.652944 = -382378.955887
  nChanged 2
		SP:Iteration 20F (8795.770000 sec): 3 clusters
  Score: Raw -386303.469331 + Penalty 3923.652944 = -382379.816387
  nChanged 2
		SP:Iteration 21Q (8795.780000 sec): 3 clusters
  Score: Raw -386303.895071 + Penalty 3923.652944 = -382380.242128
  nChanged 1
		SP:Iteration 22Q (8795.790000 sec): 3 clusters
  Score: Raw -386304.159741 + Penalty 3923.652944 = -382380.506798
  nChanged 1
		SP:Iteration 23Q (8795.800000 sec): 3 clusters
  Score: Raw -386304.647081 + Penalty 3923.652944 = -382380.994137
  nChanged 2
		SP:Iteration 24Q (8795.810000 sec): 3 clusters
  Score: Raw -386306.135087 + Penalty 3923.652944 = -382382.482143
  nChanged 5
		SP:Iteration 25Q (8795.820000 sec): 3 clusters
  Score: Raw -386307.697533 + Penalty 3923.652944 = -382384.044589
  nChanged 4
		SP:Iteration 26Q (8795.830000 sec): 3 clusters
  Score: Raw -386308.857542 + Penalty 3923.652944 = -382385.204598
  nChanged 3
		SP:Iteration 27Q (8795.840000 sec): 3 clusters
  Score: Raw -386309.600698 + Penalty 3923.652944 = -382385.947755
  nChanged 1
		SP:Iteration 28Q (8795.850000 sec): 3 clusters
  Score: Raw -386309.914883 + Penalty 3923.652944 = -382386.261939
  nChanged 2
		SP:Iteration 29Q (8795.860000 sec): 3 clusters
  Score: Raw -386310.303185 + Penalty 3923.652944 = -382386.650241
  nChanged 1
		SP:Iteration 30Q (8795.870000 sec): 3 clusters
  Score: Raw -386310.427383 + Penalty 3923.652944 = -382386.774439
  nChanged 1
		SP:Iteration 31Q (8795.880000 sec): 3 clusters
  Score: Raw -386310.753870 + Penalty 3923.652944 = -382387.100927
  nChanged 2
		SP:Iteration 32Q (8795.880000 sec): 3 clusters
  Score: Raw -386311.313692 + Penalty 3923.652944 = -382387.660748
  nChanged 3
		SP:Iteration 33Q (8795.900000 sec): 3 clusters
  Score: Raw -386312.562042 + Penalty 3923.652944 = -382388.909099
  nChanged 2
		SP:Iteration 34Q (8795.900000 sec): 3 clusters
  Score: Raw -386313.948985 + Penalty 3923.652944 = -382390.296041
  nChanged 1
		SP:Iteration 35Q (8795.920000 sec): 3 clusters
  Score: Raw -386314.207139 + Penalty 3923.652944 = -382390.554195
  nChanged 1
		SP:Iteration 36Q (8795.920000 sec): 3 clusters
  Score: Raw -386314.528027 + Penalty 3923.652944 = -382390.875084
  nChanged 1
		SP:Iteration 37Q (8795.930000 sec): 3 clusters
  Score: Raw -386314.637164 + Penalty 3923.652944 = -382390.984221
  nChanged 0
		SP:Iteration 38F (8795.940000 sec): 3 clusters
  Score: Raw -386314.637164 + Penalty 3923.652944 = -382390.984221
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8795.950000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8795.950000 sec): 3 clusters
  Score: Raw -168867.316931 + Penalty 3494.272938 = -165373.043993
  nChanged 302
		SP:Iteration 1F (8795.960000 sec): 3 clusters
  Score: Raw -169139.873561 + Penalty 3494.272938 = -165645.600623
  nChanged 72
		SP:Iteration 2F (8795.960000 sec): 3 clusters
  Score: Raw -169218.171854 + Penalty 3494.272938 = -165723.898916
  nChanged 30
		SP:Iteration 3Q (8795.960000 sec): 3 clusters
  Score: Raw -169251.287913 + Penalty 3494.272938 = -165757.014975
  nChanged 21
		SP:Iteration 4Q (8795.970000 sec): 3 clusters
  Score: Raw -169275.307265 + Penalty 3494.272938 = -165781.034327
  nChanged 14
		SP:Iteration 5Q (8795.970000 sec): 3 clusters
  Score: Raw -169288.309109 + Penalty 3494.272938 = -165794.036171
  nChanged 10
		SP:Iteration 6Q (8795.980000 sec): 3 clusters
  Score: Raw -169299.287511 + Penalty 3494.272938 = -165805.014573
  nChanged 7
		SP:Iteration 7Q (8795.980000 sec): 3 clusters
  Score: Raw -169305.054600 + Penalty 3494.272938 = -165810.781662
  nChanged 3
		SP:Iteration 8Q (8795.980000 sec): 3 clusters
  Score: Raw -169306.151767 + Penalty 3494.272938 = -165811.878829
  nChanged 3
		SP:Iteration 9Q (8795.990000 sec): 3 clusters
  Score: Raw -169309.085449 + Penalty 3494.272938 = -165814.812510
  nChanged 4
		SP:Iteration 10Q (8795.990000 sec): 3 clusters
  Score: Raw -169312.938422 + Penalty 3494.272938 = -165818.665484
  nChanged 4
		SP:Iteration 11Q (8796.000000 sec): 3 clusters
  Score: Raw -169317.103309 + Penalty 3494.272938 = -165822.830371
  nChanged 3
		SP:Iteration 12Q (8796.000000 sec): 3 clusters
  Score: Raw -169319.789874 + Penalty 3494.272938 = -165825.516936
  nChanged 4
		SP:Iteration 13Q (8796.000000 sec): 3 clusters
  Score: Raw -169323.573023 + Penalty 3494.272938 = -165829.300085
  nChanged 4
		SP:Iteration 14Q (8796.010000 sec): 3 clusters
  Score: Raw -169328.358306 + Penalty 3494.272938 = -165834.085368
  nChanged 6
		SP:Iteration 15Q (8796.010000 sec): 3 clusters
  Score: Raw -169334.898745 + Penalty 3494.272938 = -165840.625807
  nChanged 7
		SP:Iteration 16Q (8796.020000 sec): 3 clusters
  Score: Raw -169341.378820 + Penalty 3494.272938 = -165847.105882
  nChanged 2
		SP:Iteration 17Q (8796.020000 sec): 3 clusters
  Score: Raw -169344.272707 + Penalty 3494.272938 = -165849.999769
  nChanged 6
		SP:Iteration 18Q (8796.020000 sec): 3 clusters
  Score: Raw -169350.271734 + Penalty 3494.272938 = -165855.998795
  nChanged 4
		SP:Iteration 19Q (8796.030000 sec): 3 clusters
  Score: Raw -169354.957013 + Penalty 3494.272938 = -165860.684075
  nChanged 3
		SP:Iteration 20F (8796.030000 sec): 3 clusters
  Score: Raw -169359.253638 + Penalty 3494.272938 = -165864.980700
  nChanged 2
		SP:Iteration 21Q (8796.040000 sec): 3 clusters
  Score: Raw -169360.931221 + Penalty 3494.272938 = -165866.658283
  nChanged 3
		SP:Iteration 22Q (8796.040000 sec): 3 clusters
  Score: Raw -169367.023728 + Penalty 3494.272938 = -165872.750790
  nChanged 4
		SP:Iteration 23Q (8796.040000 sec): 3 clusters
  Score: Raw -169372.161867 + Penalty 3494.272938 = -165877.888929
  nChanged 2
		SP:Iteration 24Q (8796.050000 sec): 3 clusters
  Score: Raw -169374.715266 + Penalty 3494.272938 = -165880.442328
  nChanged 1
		SP:Iteration 25Q (8796.050000 sec): 3 clusters
  Score: Raw -169375.207863 + Penalty 3494.272938 = -165880.934925
  nChanged 2
		SP:Iteration 26Q (8796.050000 sec): 3 clusters
  Score: Raw -169378.278404 + Penalty 3494.272938 = -165884.005466
  nChanged 1
		SP:Iteration 27Q (8796.060000 sec): 3 clusters
  Score: Raw -169381.731275 + Penalty 3494.272938 = -165887.458337
  nChanged 6
		SP:Iteration 28Q (8796.060000 sec): 3 clusters
  Score: Raw -169391.372612 + Penalty 3494.272938 = -165897.099674
  nChanged 8
		SP:Iteration 29Q (8796.060000 sec): 3 clusters
  Score: Raw -169401.295888 + Penalty 3494.272938 = -165907.022950
  nChanged 5
		SP:Iteration 30Q (8796.070000 sec): 3 clusters
  Score: Raw -169407.252119 + Penalty 3494.272938 = -165912.979181
  nChanged 3
		SP:Iteration 31Q (8796.070000 sec): 3 clusters
  Score: Raw -169410.978163 + Penalty 3494.272938 = -165916.705225
  nChanged 1
		SP:Iteration 32Q (8796.080000 sec): 3 clusters
  Score: Raw -169412.256325 + Penalty 3494.272938 = -165917.983387
  nChanged 1
		SP:Iteration 33Q (8796.080000 sec): 3 clusters
  Score: Raw -169412.923052 + Penalty 3494.272938 = -165918.650114
  nChanged 1
		SP:Iteration 34Q (8796.080000 sec): 3 clusters
  Score: Raw -169413.499256 + Penalty 3494.272938 = -165919.226318
  nChanged 2
		SP:Iteration 35Q (8796.090000 sec): 3 clusters
  Score: Raw -169414.570655 + Penalty 3494.272938 = -165920.297717
  nChanged 0
		SP:Iteration 36F (8796.090000 sec): 3 clusters
  Score: Raw -169414.570655 + Penalty 3494.272938 = -165920.297717
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8796.100000 sec): 2 clusters
  Score: Raw -257203.131277 + Penalty 1864.614590 = -255338.516687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8796.110000 sec): 3 clusters
  Score: Raw -256611.474326 + Penalty 3729.229180 = -252882.245146
  nChanged 579
		SP:Iteration 1F (8796.110000 sec): 3 clusters
  Score: Raw -257367.294476 + Penalty 3729.229180 = -253638.065296
  nChanged 204
		SP:Iteration 2F (8796.120000 sec): 3 clusters
  Score: Raw -257834.325330 + Penalty 3729.229180 = -254105.096151
  nChanged 169
		SP:Iteration 3F (8796.120000 sec): 3 clusters
  Score: Raw -258119.612108 + Penalty 3729.229180 = -254390.382928
  nChanged 112
		SP:Iteration 4F (8796.130000 sec): 3 clusters
  Score: Raw -258368.136381 + Penalty 3729.229180 = -254638.907201
  nChanged 100
		SP:Iteration 5F (8796.140000 sec): 3 clusters
  Score: Raw -258588.408398 + Penalty 3729.229180 = -254859.179219
  nChanged 59
		SP:Iteration 6Q (8796.140000 sec): 3 clusters
  Score: Raw -258705.536108 + Penalty 3729.229180 = -254976.306928
  nChanged 42
		SP:Iteration 7Q (8796.150000 sec): 3 clusters
  Score: Raw -258784.601748 + Penalty 3729.229180 = -255055.372568
  nChanged 22
		SP:Iteration 8Q (8796.160000 sec): 3 clusters
  Score: Raw -258814.816649 + Penalty 3729.229180 = -255085.587469
  nChanged 10
		SP:Iteration 9Q (8796.160000 sec): 3 clusters
  Score: Raw -258826.729664 + Penalty 3729.229180 = -255097.500485
  nChanged 7
		SP:Iteration 10Q (8796.170000 sec): 3 clusters
  Score: Raw -258831.919522 + Penalty 3729.229180 = -255102.690342
  nChanged 3
		SP:Iteration 11Q (8796.170000 sec): 3 clusters
  Score: Raw -258834.903162 + Penalty 3729.229180 = -255105.673982
  nChanged 0
		SP:Iteration 12F (8796.180000 sec): 3 clusters
  Score: Raw -258834.903162 + Penalty 3729.229180 = -255105.673982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10860 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8796.220000 sec): 2 clusters
  Score: Raw -1659453.063701 + Penalty 2304.624715 = -1657148.438986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8796.250000 sec): 3 clusters
  Score: Raw -1653460.682295 + Penalty 4609.249430 = -1648851.432865
  nChanged 4541
		SP:Iteration 1F (8796.290000 sec): 3 clusters
  Score: Raw -1655827.379096 + Penalty 4609.249430 = -1651218.129666
  nChanged 673
		SP:Iteration 2F (8796.330000 sec): 3 clusters
  Score: Raw -1656111.847427 + Penalty 4609.249430 = -1651502.597997
  nChanged 520
		SP:Iteration 3Q (8796.360000 sec): 3 clusters
  Score: Raw -1656309.260208 + Penalty 4609.249430 = -1651700.010778
  nChanged 397
		SP:Iteration 4Q (8796.400000 sec): 3 clusters
  Score: Raw -1656441.578569 + Penalty 4609.249430 = -1651832.329139
  nChanged 323
		SP:Iteration 5Q (8796.440000 sec): 3 clusters
  Score: Raw -1656556.521437 + Penalty 4609.249430 = -1651947.272007
  nChanged 304
		SP:Iteration 6Q (8796.480000 sec): 3 clusters
  Score: Raw -1656674.777762 + Penalty 4609.249430 = -1652065.528332
  nChanged 334
		SP:Iteration 7Q (8796.510000 sec): 3 clusters
  Score: Raw -1656815.123124 + Penalty 4609.249430 = -1652205.873693
  nChanged 362
		SP:Iteration 8Q (8796.550000 sec): 3 clusters
  Score: Raw -1656976.001582 + Penalty 4609.249430 = -1652366.752151
  nChanged 402
		SP:Iteration 9Q (8796.590000 sec): 3 clusters
  Score: Raw -1657169.728975 + Penalty 4609.249430 = -1652560.479545
  nChanged 422
		SP:Iteration 10Q (8796.630000 sec): 3 clusters
  Score: Raw -1657390.392629 + Penalty 4609.249430 = -1652781.143199
  nChanged 478
		SP:Iteration 11Q (8796.660000 sec): 3 clusters
  Score: Raw -1657694.118152 + Penalty 4609.249430 = -1653084.868722
  nChanged 512
		SP:Iteration 12Q (8796.700000 sec): 3 clusters
  Score: Raw -1658057.694885 + Penalty 4609.249430 = -1653448.445455
  nChanged 483
		SP:Iteration 13Q (8796.740000 sec): 3 clusters
  Score: Raw -1658433.988041 + Penalty 4609.249430 = -1653824.738610
  nChanged 455
		SP:Iteration 14Q (8796.780000 sec): 3 clusters
  Score: Raw -1658825.055687 + Penalty 4609.249430 = -1654215.806257
  nChanged 347
		SP:Iteration 15Q (8796.810000 sec): 3 clusters
  Score: Raw -1659114.521076 + Penalty 4609.249430 = -1654505.271646
  nChanged 250
		SP:Iteration 16Q (8796.840000 sec): 3 clusters
  Score: Raw -1659334.734387 + Penalty 4609.249430 = -1654725.484956
  nChanged 147
		SP:Iteration 17Q (8796.880000 sec): 3 clusters
  Score: Raw -1659476.663842 + Penalty 4609.249430 = -1654867.414412
  nChanged 102
		SP:Iteration 18Q (8796.910000 sec): 3 clusters
  Score: Raw -1659583.365267 + Penalty 4609.249430 = -1654974.115837
  nChanged 58
		SP:Iteration 19Q (8796.940000 sec): 3 clusters
  Score: Raw -1659647.632874 + Penalty 4609.249430 = -1655038.383444
  nChanged 37
		SP:Iteration 20F (8796.980000 sec): 3 clusters
  Score: Raw -1659678.604075 + Penalty 4609.249430 = -1655069.354645
  nChanged 24
		SP:Iteration 21Q (8797.010000 sec): 3 clusters
  Score: Raw -1659707.708300 + Penalty 4609.249430 = -1655098.458869
  nChanged 24
		SP:Iteration 22Q (8797.040000 sec): 3 clusters
  Score: Raw -1659741.554894 + Penalty 4609.249430 = -1655132.305463
  nChanged 19
		SP:Iteration 23Q (8797.070000 sec): 3 clusters
  Score: Raw -1659764.402199 + Penalty 4609.249430 = -1655155.152769
  nChanged 9
		SP:Iteration 24Q (8797.100000 sec): 3 clusters
  Score: Raw -1659775.054851 + Penalty 4609.249430 = -1655165.805420
  nChanged 9
		SP:Iteration 25Q (8797.120000 sec): 3 clusters
  Score: Raw -1659785.345635 + Penalty 4609.249430 = -1655176.096204
  nChanged 7
		SP:Iteration 26Q (8797.150000 sec): 3 clusters
  Score: Raw -1659791.789409 + Penalty 4609.249430 = -1655182.539979
  nChanged 3
		SP:Iteration 27Q (8797.180000 sec): 3 clusters
  Score: Raw -1659795.241990 + Penalty 4609.249430 = -1655185.992560
  nChanged 3
		SP:Iteration 28Q (8797.210000 sec): 3 clusters
  Score: Raw -1659797.985138 + Penalty 4609.249430 = -1655188.735707
  nChanged 3
		SP:Iteration 29Q (8797.240000 sec): 3 clusters
  Score: Raw -1659800.866443 + Penalty 4609.249430 = -1655191.617013
  nChanged 1
		SP:Iteration 30Q (8797.260000 sec): 3 clusters
  Score: Raw -1659801.977626 + Penalty 4609.249430 = -1655192.728196
  nChanged 2
		SP:Iteration 31Q (8797.290000 sec): 3 clusters
  Score: Raw -1659805.007938 + Penalty 4609.249430 = -1655195.758508
  nChanged 3
		SP:Iteration 32Q (8797.320000 sec): 3 clusters
  Score: Raw -1659807.325918 + Penalty 4609.249430 = -1655198.076488
  nChanged 0
		SP:Iteration 33F (8797.360000 sec): 3 clusters
  Score: Raw -1659807.325918 + Penalty 4609.249430 = -1655198.076488
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8797.400000 sec): 2 clusters
  Score: Raw -1984877.391907 + Penalty 2369.515328 = -1982507.876579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8797.450000 sec): 3 clusters
  Score: Raw -1976946.222862 + Penalty 4739.030657 = -1972207.192206
  nChanged 6052
		SP:Iteration 1F (8797.500000 sec): 3 clusters
  Score: Raw -1980292.791211 + Penalty 4739.030657 = -1975553.760555
  nChanged 875
		SP:Iteration 2F (8797.550000 sec): 3 clusters
  Score: Raw -1980708.541175 + Penalty 4739.030657 = -1975969.510519
  nChanged 761
		SP:Iteration 3F (8797.600000 sec): 3 clusters
  Score: Raw -1981056.574484 + Penalty 4739.030657 = -1976317.543827
  nChanged 672
		SP:Iteration 4Q (8797.650000 sec): 3 clusters
  Score: Raw -1981389.600368 + Penalty 4739.030657 = -1976650.569712
  nChanged 665
		SP:Iteration 5Q (8797.700000 sec): 3 clusters
  Score: Raw -1981721.947014 + Penalty 4739.030657 = -1976982.916357
  nChanged 618
		SP:Iteration 6Q (8797.750000 sec): 3 clusters
  Score: Raw -1982047.577211 + Penalty 4739.030657 = -1977308.546555
  nChanged 586
		SP:Iteration 7Q (8797.800000 sec): 3 clusters
  Score: Raw -1982357.455872 + Penalty 4739.030657 = -1977618.425216
  nChanged 527
		SP:Iteration 8Q (8797.840000 sec): 3 clusters
  Score: Raw -1982646.774539 + Penalty 4739.030657 = -1977907.743882
  nChanged 505
		SP:Iteration 9Q (8797.900000 sec): 3 clusters
  Score: Raw -1982939.839371 + Penalty 4739.030657 = -1978200.808715
  nChanged 503
		SP:Iteration 10Q (8797.940000 sec): 3 clusters
  Score: Raw -1983236.835930 + Penalty 4739.030657 = -1978497.805274
  nChanged 455
		SP:Iteration 11Q (8797.990000 sec): 3 clusters
  Score: Raw -1983526.701685 + Penalty 4739.030657 = -1978787.671029
  nChanged 439
		SP:Iteration 12Q (8798.040000 sec): 3 clusters
  Score: Raw -1983812.891406 + Penalty 4739.030657 = -1979073.860749
  nChanged 382
		SP:Iteration 13Q (8798.090000 sec): 3 clusters
  Score: Raw -1984043.650925 + Penalty 4739.030657 = -1979304.620268
  nChanged 311
		SP:Iteration 14Q (8798.130000 sec): 3 clusters
  Score: Raw -1984202.668353 + Penalty 4739.030657 = -1979463.637697
  nChanged 245
		SP:Iteration 15Q (8798.180000 sec): 3 clusters
  Score: Raw -1984329.419591 + Penalty 4739.030657 = -1979590.388935
  nChanged 213
		SP:Iteration 16Q (8798.220000 sec): 3 clusters
  Score: Raw -1984443.149332 + Penalty 4739.030657 = -1979704.118675
  nChanged 195
		SP:Iteration 17Q (8798.270000 sec): 3 clusters
  Score: Raw -1984542.404701 + Penalty 4739.030657 = -1979803.374044
  nChanged 177
		SP:Iteration 18Q (8798.310000 sec): 3 clusters
  Score: Raw -1984622.800484 + Penalty 4739.030657 = -1979883.769827
  nChanged 147
		SP:Iteration 19Q (8798.360000 sec): 3 clusters
  Score: Raw -1984686.194440 + Penalty 4739.030657 = -1979947.163784
  nChanged 122
		SP:Iteration 20F (8798.410000 sec): 3 clusters
  Score: Raw -1984742.613042 + Penalty 4739.030657 = -1980003.582386
  nChanged 135
		SP:Iteration 21Q (8798.450000 sec): 3 clusters
  Score: Raw -1984800.131128 + Penalty 4739.030657 = -1980061.100472
  nChanged 104
		SP:Iteration 22Q (8798.490000 sec): 3 clusters
  Score: Raw -1984845.996738 + Penalty 4739.030657 = -1980106.966081
  nChanged 86
		SP:Iteration 23Q (8798.540000 sec): 3 clusters
  Score: Raw -1984879.152706 + Penalty 4739.030657 = -1980140.122049
  nChanged 73
		SP:Iteration 24Q (8798.580000 sec): 3 clusters
  Score: Raw -1984901.404786 + Penalty 4739.030657 = -1980162.374129
  nChanged 52
		SP:Iteration 25Q (8798.620000 sec): 3 clusters
  Score: Raw -1984919.297436 + Penalty 4739.030657 = -1980180.266779
  nChanged 51
		SP:Iteration 26Q (8798.660000 sec): 3 clusters
  Score: Raw -1984936.306487 + Penalty 4739.030657 = -1980197.275830
  nChanged 52
		SP:Iteration 27Q (8798.700000 sec): 3 clusters
  Score: Raw -1984955.419607 + Penalty 4739.030657 = -1980216.388951
  nChanged 51
		SP:Iteration 28Q (8798.740000 sec): 3 clusters
  Score: Raw -1984976.689477 + Penalty 4739.030657 = -1980237.658821
  nChanged 56
		SP:Iteration 29Q (8798.780000 sec): 3 clusters
  Score: Raw -1984999.065814 + Penalty 4739.030657 = -1980260.035158
  nChanged 56
		SP:Iteration 30Q (8798.820000 sec): 3 clusters
  Score: Raw -1985027.943743 + Penalty 4739.030657 = -1980288.913087
  nChanged 65
		SP:Iteration 31Q (8798.860000 sec): 3 clusters
  Score: Raw -1985061.096629 + Penalty 4739.030657 = -1980322.065972
  nChanged 54
		SP:Iteration 32Q (8798.900000 sec): 3 clusters
  Score: Raw -1985088.121282 + Penalty 4739.030657 = -1980349.090625
  nChanged 49
		SP:Iteration 33Q (8798.940000 sec): 3 clusters
  Score: Raw -1985109.499423 + Penalty 4739.030657 = -1980370.468767
  nChanged 48
		SP:Iteration 34Q (8798.980000 sec): 3 clusters
  Score: Raw -1985131.262517 + Penalty 4739.030657 = -1980392.231861
  nChanged 46
		SP:Iteration 35Q (8799.020000 sec): 3 clusters
  Score: Raw -1985149.351660 + Penalty 4739.030657 = -1980410.321004
  nChanged 28
		SP:Iteration 36Q (8799.060000 sec): 3 clusters
  Score: Raw -1985160.460066 + Penalty 4739.030657 = -1980421.429410
  nChanged 32
		SP:Iteration 37Q (8799.100000 sec): 3 clusters
  Score: Raw -1985172.615250 + Penalty 4739.030657 = -1980433.584593
  nChanged 27
		SP:Iteration 38Q (8799.140000 sec): 3 clusters
  Score: Raw -1985182.775225 + Penalty 4739.030657 = -1980443.744568
  nChanged 24
		SP:Iteration 39Q (8799.180000 sec): 3 clusters
  Score: Raw -1985190.760176 + Penalty 4739.030657 = -1980451.729519
  nChanged 25
		SP:Iteration 40F (8799.220000 sec): 3 clusters
  Score: Raw -1985201.214204 + Penalty 4739.030657 = -1980462.183548
  nChanged 17
		SP:Iteration 41Q (8799.260000 sec): 3 clusters
  Score: Raw -1985206.879101 + Penalty 4739.030657 = -1980467.848444
  nChanged 18
		SP:Iteration 42Q (8799.300000 sec): 3 clusters
  Score: Raw -1985212.263795 + Penalty 4739.030657 = -1980473.233139
  nChanged 14
		SP:Iteration 43Q (8799.340000 sec): 3 clusters
  Score: Raw -1985216.101850 + Penalty 4739.030657 = -1980477.071194
  nChanged 8
		SP:Iteration 44Q (8799.380000 sec): 3 clusters
  Score: Raw -1985219.041586 + Penalty 4739.030657 = -1980480.010930
  nChanged 7
		SP:Iteration 45Q (8799.420000 sec): 3 clusters
  Score: Raw -1985221.091113 + Penalty 4739.030657 = -1980482.060456
  nChanged 3
		SP:Iteration 46Q (8799.460000 sec): 3 clusters
  Score: Raw -1985222.010128 + Penalty 4739.030657 = -1980482.979472
  nChanged 4
		SP:Iteration 47Q (8799.500000 sec): 3 clusters
  Score: Raw -1985222.658256 + Penalty 4739.030657 = -1980483.627599
  nChanged 2
		SP:Iteration 48Q (8799.540000 sec): 3 clusters
  Score: Raw -1985223.398692 + Penalty 4739.030657 = -1980484.368036
  nChanged 2
		SP:Iteration 49Q (8799.580000 sec): 3 clusters
  Score: Raw -1985224.353684 + Penalty 4739.030657 = -1980485.323027
  nChanged 3
		SP:Iteration 50Q (8799.620000 sec): 3 clusters
  Score: Raw -1985225.316059 + Penalty 4739.030657 = -1980486.285403
  nChanged 6
		SP:Iteration 51Q (8799.650000 sec): 3 clusters
  Score: Raw -1985226.992389 + Penalty 4739.030657 = -1980487.961732
  nChanged 7
		SP:Iteration 52Q (8799.690000 sec): 3 clusters
  Score: Raw -1985228.309108 + Penalty 4739.030657 = -1980489.278451
  nChanged 3
		SP:Iteration 53Q (8799.730000 sec): 3 clusters
  Score: Raw -1985228.991858 + Penalty 4739.030657 = -1980489.961202
  nChanged 8
		SP:Iteration 54Q (8799.770000 sec): 3 clusters
  Score: Raw -1985232.405055 + Penalty 4739.030657 = -1980493.374398
  nChanged 9
		SP:Iteration 55Q (8799.810000 sec): 3 clusters
  Score: Raw -1985234.769810 + Penalty 4739.030657 = -1980495.739153
  nChanged 5
		SP:Iteration 56Q (8799.850000 sec): 3 clusters
  Score: Raw -1985236.473662 + Penalty 4739.030657 = -1980497.443006
  nChanged 6
		SP:Iteration 57Q (8799.880000 sec): 3 clusters
  Score: Raw -1985238.023882 + Penalty 4739.030657 = -1980498.993225
  nChanged 6
		SP:Iteration 58Q (8799.920000 sec): 3 clusters
  Score: Raw -1985239.425416 + Penalty 4739.030657 = -1980500.394760
  nChanged 5
		SP:Iteration 59Q (8799.960000 sec): 3 clusters
  Score: Raw -1985240.942775 + Penalty 4739.030657 = -1980501.912118
  nChanged 6
		SP:Iteration 60F (8800.010000 sec): 3 clusters
  Score: Raw -1985243.205900 + Penalty 4739.030657 = -1980504.175243
  nChanged 4
		SP:Iteration 61Q (8800.050000 sec): 3 clusters
  Score: Raw -1985244.570082 + Penalty 4739.030657 = -1980505.539425
  nChanged 4
		SP:Iteration 62Q (8800.090000 sec): 3 clusters
  Score: Raw -1985246.504801 + Penalty 4739.030657 = -1980507.474144
  nChanged 9
		SP:Iteration 63Q (8800.130000 sec): 3 clusters
  Score: Raw -1985250.576142 + Penalty 4739.030657 = -1980511.545485
  nChanged 12
		SP:Iteration 64Q (8800.160000 sec): 3 clusters
  Score: Raw -1985254.320715 + Penalty 4739.030657 = -1980515.290058
  nChanged 11
		SP:Iteration 65Q (8800.200000 sec): 3 clusters
  Score: Raw -1985257.815261 + Penalty 4739.030657 = -1980518.784605
  nChanged 11
		SP:Iteration 66Q (8800.240000 sec): 3 clusters
  Score: Raw -1985262.091146 + Penalty 4739.030657 = -1980523.060490
  nChanged 14
		SP:Iteration 67Q (8800.280000 sec): 3 clusters
  Score: Raw -1985267.364623 + Penalty 4739.030657 = -1980528.333967
  nChanged 14
		SP:Iteration 68Q (8800.320000 sec): 3 clusters
  Score: Raw -1985273.786490 + Penalty 4739.030657 = -1980534.755834
  nChanged 18
		SP:Iteration 69Q (8800.360000 sec): 3 clusters
  Score: Raw -1985279.867654 + Penalty 4739.030657 = -1980540.836997
  nChanged 16
		SP:Iteration 70Q (8800.400000 sec): 3 clusters
  Score: Raw -1985286.827488 + Penalty 4739.030657 = -1980547.796831
  nChanged 22
		SP:Iteration 71Q (8800.440000 sec): 3 clusters
  Score: Raw -1985297.234990 + Penalty 4739.030657 = -1980558.204333
  nChanged 20
		SP:Iteration 72Q (8800.470000 sec): 3 clusters
  Score: Raw -1985305.312897 + Penalty 4739.030657 = -1980566.282240
  nChanged 14
		SP:Iteration 73Q (8800.510000 sec): 3 clusters
  Score: Raw -1985311.033009 + Penalty 4739.030657 = -1980572.002352
  nChanged 16
		SP:Iteration 74Q (8800.550000 sec): 3 clusters
  Score: Raw -1985317.011331 + Penalty 4739.030657 = -1980577.980674
  nChanged 12
		SP:Iteration 75Q (8800.590000 sec): 3 clusters
  Score: Raw -1985320.697211 + Penalty 4739.030657 = -1980581.666554
  nChanged 10
		SP:Iteration 76Q (8800.620000 sec): 3 clusters
  Score: Raw -1985325.230222 + Penalty 4739.030657 = -1980586.199565
  nChanged 6
		SP:Iteration 77Q (8800.660000 sec): 3 clusters
  Score: Raw -1985327.437358 + Penalty 4739.030657 = -1980588.406702
  nChanged 8
		SP:Iteration 78Q (8800.700000 sec): 3 clusters
  Score: Raw -1985332.342767 + Penalty 4739.030657 = -1980593.312111
  nChanged 13
		SP:Iteration 79Q (8800.740000 sec): 3 clusters
  Score: Raw -1985339.558404 + Penalty 4739.030657 = -1980600.527747
  nChanged 14
		SP:Iteration 80F (8800.790000 sec): 3 clusters
  Score: Raw -1985346.994517 + Penalty 4739.030657 = -1980607.963861
  nChanged 11
		SP:Iteration 81Q (8800.820000 sec): 3 clusters
  Score: Raw -1985352.909837 + Penalty 4739.030657 = -1980613.879181
  nChanged 10
		SP:Iteration 82Q (8800.860000 sec): 3 clusters
  Score: Raw -1985356.637198 + Penalty 4739.030657 = -1980617.606541
  nChanged 10
		SP:Iteration 83Q (8800.900000 sec): 3 clusters
  Score: Raw -1985359.929339 + Penalty 4739.030657 = -1980620.898683
  nChanged 9
		SP:Iteration 84Q (8800.940000 sec): 3 clusters
  Score: Raw -1985362.470515 + Penalty 4739.030657 = -1980623.439859
  nChanged 4
		SP:Iteration 85Q (8800.980000 sec): 3 clusters
  Score: Raw -1985363.619775 + Penalty 4739.030657 = -1980624.589119
  nChanged 4
		SP:Iteration 86Q (8801.010000 sec): 3 clusters
  Score: Raw -1985364.554103 + Penalty 4739.030657 = -1980625.523446
  nChanged 3
		SP:Iteration 87Q (8801.050000 sec): 3 clusters
  Score: Raw -1985365.119258 + Penalty 4739.030657 = -1980626.088601
  nChanged 1
		SP:Iteration 88Q (8801.090000 sec): 3 clusters
  Score: Raw -1985366.315817 + Penalty 4739.030657 = -1980627.285161
  nChanged 4
		SP:Iteration 89Q (8801.130000 sec): 3 clusters
  Score: Raw -1985367.803667 + Penalty 4739.030657 = -1980628.773010
  nChanged 3
		SP:Iteration 90Q (8801.160000 sec): 3 clusters
  Score: Raw -1985368.911108 + Penalty 4739.030657 = -1980629.880452
  nChanged 6
		SP:Iteration 91Q (8801.200000 sec): 3 clusters
  Score: Raw -1985370.919896 + Penalty 4739.030657 = -1980631.889239
  nChanged 3
		SP:Iteration 92Q (8801.240000 sec): 3 clusters
  Score: Raw -1985372.431018 + Penalty 4739.030657 = -1980633.400361
  nChanged 2
		SP:Iteration 93Q (8801.280000 sec): 3 clusters
  Score: Raw -1985373.015437 + Penalty 4739.030657 = -1980633.984781
  nChanged 3
		SP:Iteration 94Q (8801.310000 sec): 3 clusters
  Score: Raw -1985373.936427 + Penalty 4739.030657 = -1980634.905770
  nChanged 4
		SP:Iteration 95Q (8801.350000 sec): 3 clusters
  Score: Raw -1985375.059806 + Penalty 4739.030657 = -1980636.029150
  nChanged 3
		SP:Iteration 96Q (8801.390000 sec): 3 clusters
  Score: Raw -1985376.003302 + Penalty 4739.030657 = -1980636.972645
  nChanged 8
		SP:Iteration 97Q (8801.420000 sec): 3 clusters
  Score: Raw -1985379.499601 + Penalty 4739.030657 = -1980640.468945
  nChanged 8
		SP:Iteration 98Q (8801.460000 sec): 3 clusters
  Score: Raw -1985383.417617 + Penalty 4739.030657 = -1980644.386961
  nChanged 9
		SP:Iteration 99Q (8801.500000 sec): 3 clusters
  Score: Raw -1985386.165774 + Penalty 4739.030657 = -1980647.135118
  nChanged 5
		SP:Iteration 100F (8801.550000 sec): 3 clusters
  Score: Raw -1985387.797163 + Penalty 4739.030657 = -1980648.766507
  nChanged 5
		SP:Iteration 101Q (8801.590000 sec): 3 clusters
  Score: Raw -1985389.170595 + Penalty 4739.030657 = -1980650.139939
  nChanged 4
		SP:Iteration 102Q (8801.620000 sec): 3 clusters
  Score: Raw -1985390.472050 + Penalty 4739.030657 = -1980651.441394
  nChanged 1
		SP:Iteration 103Q (8801.660000 sec): 3 clusters
  Score: Raw -1985390.656772 + Penalty 4739.030657 = -1980651.626116
  nChanged 0
		SP:Iteration 104F (8801.710000 sec): 3 clusters
  Score: Raw -1985390.656772 + Penalty 4739.030657 = -1980651.626116
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8801.720000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8801.720000 sec): 3 clusters
  Score: Raw -73224.152800 + Penalty 3074.445443 = -70149.707356
  nChanged 67
		SP:Iteration 1F (8801.720000 sec): 3 clusters
  Score: Raw -73341.640837 + Penalty 3074.445443 = -70267.195394
  nChanged 26
		SP:Iteration 2F (8801.720000 sec): 3 clusters
  Score: Raw -73397.660221 + Penalty 3074.445443 = -70323.214778
  nChanged 7
		SP:Iteration 3Q (8801.720000 sec): 3 clusters
  Score: Raw -73411.538663 + Penalty 3074.445443 = -70337.093219
  nChanged 2
		SP:Iteration 4Q (8801.720000 sec): 3 clusters
  Score: Raw -73415.028553 + Penalty 3074.445443 = -70340.583109
  nChanged 0
		SP:Iteration 5F (8801.730000 sec): 3 clusters
  Score: Raw -73415.028553 + Penalty 3074.445443 = -70340.583109
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8801.740000 sec): 2 clusters
  Score: Raw -309815.793004 + Penalty 1905.598267 = -307910.194737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8801.740000 sec): 3 clusters
  Score: Raw -308960.662548 + Penalty 3811.196534 = -305149.466014
  nChanged 672
		SP:Iteration 1F (8801.750000 sec): 3 clusters
  Score: Raw -309467.734379 + Penalty 3811.196534 = -305656.537844
  nChanged 176
		SP:Iteration 2F (8801.760000 sec): 3 clusters
  Score: Raw -309622.200964 + Penalty 3811.196534 = -305811.004430
  nChanged 86
		SP:Iteration 3Q (8801.770000 sec): 3 clusters
  Score: Raw -309696.238981 + Penalty 3811.196534 = -305885.042446
  nChanged 59
		SP:Iteration 4Q (8801.780000 sec): 3 clusters
  Score: Raw -309744.764805 + Penalty 3811.196534 = -305933.568271
  nChanged 30
		SP:Iteration 5Q (8801.780000 sec): 3 clusters
  Score: Raw -309765.297041 + Penalty 3811.196534 = -305954.100507
  nChanged 17
		SP:Iteration 6Q (8801.790000 sec): 3 clusters
  Score: Raw -309777.057350 + Penalty 3811.196534 = -305965.860815
  nChanged 20
		SP:Iteration 7Q (8801.800000 sec): 3 clusters
  Score: Raw -309788.881019 + Penalty 3811.196534 = -305977.684485
  nChanged 15
		SP:Iteration 8Q (8801.800000 sec): 3 clusters
  Score: Raw -309797.168231 + Penalty 3811.196534 = -305985.971697
  nChanged 11
		SP:Iteration 9Q (8801.810000 sec): 3 clusters
  Score: Raw -309803.264341 + Penalty 3811.196534 = -305992.067807
  nChanged 8
		SP:Iteration 10Q (8801.820000 sec): 3 clusters
  Score: Raw -309809.401779 + Penalty 3811.196534 = -305998.205244
  nChanged 6
		SP:Iteration 11Q (8801.830000 sec): 3 clusters
  Score: Raw -309812.667194 + Penalty 3811.196534 = -306001.470660
  nChanged 8
		SP:Iteration 12Q (8801.840000 sec): 3 clusters
  Score: Raw -309817.353517 + Penalty 3811.196534 = -306006.156982
  nChanged 3
		SP:Iteration 13Q (8801.840000 sec): 3 clusters
  Score: Raw -309818.747941 + Penalty 3811.196534 = -306007.551407
  nChanged 7
		SP:Iteration 14Q (8801.850000 sec): 3 clusters
  Score: Raw -309821.331206 + Penalty 3811.196534 = -306010.134672
  nChanged 2
		SP:Iteration 15Q (8801.860000 sec): 3 clusters
  Score: Raw -309822.456236 + Penalty 3811.196534 = -306011.259702
  nChanged 1
		SP:Iteration 16Q (8801.860000 sec): 3 clusters
  Score: Raw -309823.347362 + Penalty 3811.196534 = -306012.150828
  nChanged 3
		SP:Iteration 17Q (8801.870000 sec): 3 clusters
  Score: Raw -309825.268904 + Penalty 3811.196534 = -306014.072370
  nChanged 2
		SP:Iteration 18Q (8801.880000 sec): 3 clusters
  Score: Raw -309825.906790 + Penalty 3811.196534 = -306014.710256
  nChanged 2
		SP:Iteration 19Q (8801.890000 sec): 3 clusters
  Score: Raw -309826.823297 + Penalty 3811.196534 = -306015.626763
  nChanged 0
		SP:Iteration 20F (8801.900000 sec): 3 clusters
  Score: Raw -309826.823297 + Penalty 3811.196534 = -306015.626763
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8802.000000 sec): 2 clusters
  Score: Raw -4594677.129706 + Penalty 2568.397217 = -4592108.732489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8802.120000 sec): 3 clusters
  Score: Raw -4575748.952228 + Penalty 5136.794433 = -4570612.157794
  nChanged 14264
		SP:Iteration 1F (8802.230000 sec): 3 clusters
  Score: Raw -4583260.507406 + Penalty 5136.794433 = -4578123.712973
  nChanged 1483
		SP:Iteration 2Q (8802.350000 sec): 3 clusters
  Score: Raw -4583777.514095 + Penalty 5136.794433 = -4578640.719661
  nChanged 1419
		SP:Iteration 3Q (8802.460000 sec): 3 clusters
  Score: Raw -4584325.934878 + Penalty 5136.794433 = -4579189.140444
  nChanged 1525
		SP:Iteration 4Q (8802.580000 sec): 3 clusters
  Score: Raw -4584991.133713 + Penalty 5136.794433 = -4579854.339279
  nChanged 1671
		SP:Iteration 5F (8802.700000 sec): 3 clusters
  Score: Raw -4585860.860609 + Penalty 5136.794433 = -4580724.066175
  nChanged 1897
		SP:Iteration 6F (8802.820000 sec): 3 clusters
  Score: Raw -4586984.430191 + Penalty 5136.794433 = -4581847.635757
  nChanged 2083
		SP:Iteration 7F (8802.930000 sec): 3 clusters
  Score: Raw -4588406.983608 + Penalty 5136.794433 = -4583270.189174
  nChanged 2077
		SP:Iteration 8F (8803.040000 sec): 3 clusters
  Score: Raw -4589887.762884 + Penalty 5136.794433 = -4584750.968451
  nChanged 1796
		SP:Iteration 9F (8803.150000 sec): 3 clusters
  Score: Raw -4591098.767757 + Penalty 5136.794433 = -4585961.973323
  nChanged 1429
		SP:Iteration 10Q (8803.270000 sec): 3 clusters
  Score: Raw -4591954.490173 + Penalty 5136.794433 = -4586817.695739
  nChanged 1021
		SP:Iteration 11Q (8803.380000 sec): 3 clusters
  Score: Raw -4592521.550712 + Penalty 5136.794433 = -4587384.756279
  nChanged 827
		SP:Iteration 12Q (8803.490000 sec): 3 clusters
  Score: Raw -4593053.035655 + Penalty 5136.794433 = -4587916.241221
  nChanged 733
		SP:Iteration 13Q (8803.600000 sec): 3 clusters
  Score: Raw -4593741.812110 + Penalty 5136.794433 = -4588605.017677
  nChanged 629
		SP:Iteration 14Q (8803.720000 sec): 3 clusters
  Score: Raw -4594710.104078 + Penalty 5136.794433 = -4589573.309644
  nChanged 382
		SP:Iteration 15Q (8803.820000 sec): 3 clusters
  Score: Raw -4595317.711706 + Penalty 5136.794433 = -4590180.917273
  nChanged 252
		SP:Iteration 16Q (8803.910000 sec): 3 clusters
  Score: Raw -4595485.421473 + Penalty 5136.794433 = -4590348.627040
  nChanged 191
		SP:Iteration 17Q (8804.000000 sec): 3 clusters
  Score: Raw -4595567.967798 + Penalty 5136.794433 = -4590431.173364
  nChanged 136
		SP:Iteration 18Q (8804.090000 sec): 3 clusters
  Score: Raw -4595614.679862 + Penalty 5136.794433 = -4590477.885428
  nChanged 90
		SP:Iteration 19Q (8804.180000 sec): 3 clusters
  Score: Raw -4595641.477192 + Penalty 5136.794433 = -4590504.682758
  nChanged 61
		SP:Iteration 20F (8804.290000 sec): 3 clusters
  Score: Raw -4595657.169145 + Penalty 5136.794433 = -4590520.374711
  nChanged 51
		SP:Iteration 21Q (8804.380000 sec): 3 clusters
  Score: Raw -4595670.329503 + Penalty 5136.794433 = -4590533.535070
  nChanged 47
		SP:Iteration 22Q (8804.470000 sec): 3 clusters
  Score: Raw -4595680.952781 + Penalty 5136.794433 = -4590544.158348
  nChanged 44
		SP:Iteration 23Q (8804.560000 sec): 3 clusters
  Score: Raw -4595690.869306 + Penalty 5136.794433 = -4590554.074873
  nChanged 30
		SP:Iteration 24Q (8804.640000 sec): 3 clusters
  Score: Raw -4595695.128928 + Penalty 5136.794433 = -4590558.334495
  nChanged 17
		SP:Iteration 25Q (8804.730000 sec): 3 clusters
  Score: Raw -4595697.291538 + Penalty 5136.794433 = -4590560.497105
  nChanged 11
		SP:Iteration 26Q (8804.820000 sec): 3 clusters
  Score: Raw -4595698.624839 + Penalty 5136.794433 = -4590561.830406
  nChanged 8
		SP:Iteration 27Q (8804.910000 sec): 3 clusters
  Score: Raw -4595700.205274 + Penalty 5136.794433 = -4590563.410840
  nChanged 7
		SP:Iteration 28Q (8805.000000 sec): 3 clusters
  Score: Raw -4595701.017488 + Penalty 5136.794433 = -4590564.223055
  nChanged 4
		SP:Iteration 29Q (8805.080000 sec): 3 clusters
  Score: Raw -4595701.320891 + Penalty 5136.794433 = -4590564.526458
  nChanged 2
		SP:Iteration 30Q (8805.170000 sec): 3 clusters
  Score: Raw -4595701.608650 + Penalty 5136.794433 = -4590564.814217
  nChanged 4
		SP:Iteration 31Q (8805.260000 sec): 3 clusters
  Score: Raw -4595702.285834 + Penalty 5136.794433 = -4590565.491401
  nChanged 7
		SP:Iteration 32Q (8805.340000 sec): 3 clusters
  Score: Raw -4595703.705937 + Penalty 5136.794433 = -4590566.911504
  nChanged 7
		SP:Iteration 33Q (8805.430000 sec): 3 clusters
  Score: Raw -4595705.596252 + Penalty 5136.794433 = -4590568.801819
  nChanged 7
		SP:Iteration 34Q (8805.520000 sec): 3 clusters
  Score: Raw -4595707.167135 + Penalty 5136.794433 = -4590570.372702
  nChanged 4
		SP:Iteration 35Q (8805.600000 sec): 3 clusters
  Score: Raw -4595707.436067 + Penalty 5136.794433 = -4590570.641634
  nChanged 3
		SP:Iteration 36Q (8805.690000 sec): 3 clusters
  Score: Raw -4595707.823404 + Penalty 5136.794433 = -4590571.028970
  nChanged 5
		SP:Iteration 37Q (8805.780000 sec): 3 clusters
  Score: Raw -4595708.298274 + Penalty 5136.794433 = -4590571.503840
  nChanged 3
		SP:Iteration 38Q (8805.860000 sec): 3 clusters
  Score: Raw -4595708.819002 + Penalty 5136.794433 = -4590572.024569
  nChanged 6
		SP:Iteration 39Q (8805.950000 sec): 3 clusters
  Score: Raw -4595709.567443 + Penalty 5136.794433 = -4590572.773010
  nChanged 3
		SP:Iteration 40F (8806.060000 sec): 3 clusters
  Score: Raw -4595710.158368 + Penalty 5136.794433 = -4590573.363935
  nChanged 4
		SP:Iteration 41Q (8806.150000 sec): 3 clusters
  Score: Raw -4595710.896642 + Penalty 5136.794433 = -4590574.102209
  nChanged 4
		SP:Iteration 42Q (8806.240000 sec): 3 clusters
  Score: Raw -4595711.511861 + Penalty 5136.794433 = -4590574.717427
  nChanged 5
		SP:Iteration 43Q (8806.320000 sec): 3 clusters
  Score: Raw -4595712.722701 + Penalty 5136.794433 = -4590575.928268
  nChanged 6
		SP:Iteration 44Q (8806.410000 sec): 3 clusters
  Score: Raw -4595714.078782 + Penalty 5136.794433 = -4590577.284349
  nChanged 8
		SP:Iteration 45Q (8806.500000 sec): 3 clusters
  Score: Raw -4595715.554944 + Penalty 5136.794433 = -4590578.760510
  nChanged 10
		SP:Iteration 46Q (8806.590000 sec): 3 clusters
  Score: Raw -4595717.594735 + Penalty 5136.794433 = -4590580.800301
  nChanged 10
		SP:Iteration 47Q (8806.680000 sec): 3 clusters
  Score: Raw -4595719.756119 + Penalty 5136.794433 = -4590582.961685
  nChanged 6
		SP:Iteration 48Q (8806.760000 sec): 3 clusters
  Score: Raw -4595721.029320 + Penalty 5136.794433 = -4590584.234886
  nChanged 6
		SP:Iteration 49Q (8806.850000 sec): 3 clusters
  Score: Raw -4595722.245175 + Penalty 5136.794433 = -4590585.450741
  nChanged 4
		SP:Iteration 50Q (8806.940000 sec): 3 clusters
  Score: Raw -4595722.927902 + Penalty 5136.794433 = -4590586.133468
  nChanged 4
		SP:Iteration 51Q (8807.020000 sec): 3 clusters
  Score: Raw -4595723.391910 + Penalty 5136.794433 = -4590586.597476
  nChanged 2
		SP:Iteration 52Q (8807.110000 sec): 3 clusters
  Score: Raw -4595723.882546 + Penalty 5136.794433 = -4590587.088112
  nChanged 3
		SP:Iteration 53Q (8807.200000 sec): 3 clusters
  Score: Raw -4595724.364012 + Penalty 5136.794433 = -4590587.569579
  nChanged 2
		SP:Iteration 54Q (8807.290000 sec): 3 clusters
  Score: Raw -4595725.016886 + Penalty 5136.794433 = -4590588.222453
  nChanged 5
		SP:Iteration 55Q (8807.380000 sec): 3 clusters
  Score: Raw -4595726.122475 + Penalty 5136.794433 = -4590589.328042
  nChanged 6
		SP:Iteration 56Q (8807.460000 sec): 3 clusters
  Score: Raw -4595726.790346 + Penalty 5136.794433 = -4590589.995913
  nChanged 0
		SP:Iteration 57F (8807.580000 sec): 3 clusters
  Score: Raw -4595726.790346 + Penalty 5136.794433 = -4590589.995913
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8807.910000 sec): 2 clusters
  Score: Raw -14339023.494785 + Penalty 2851.716528 = -14336171.778257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8808.280000 sec): 3 clusters
  Score: Raw -14275916.205105 + Penalty 5703.433055 = -14270212.772049
  nChanged 46494
		SP:Iteration 1F (8808.640000 sec): 3 clusters
  Score: Raw -14302223.752182 + Penalty 5703.433055 = -14296520.319127
  nChanged 3156
		SP:Iteration 2Q (8809.020000 sec): 3 clusters
  Score: Raw -14302973.580954 + Penalty 5703.433055 = -14297270.147898
  nChanged 3298
		SP:Iteration 3Q (8809.390000 sec): 3 clusters
  Score: Raw -14303820.217694 + Penalty 5703.433055 = -14298116.784639
  nChanged 3397
		SP:Iteration 4Q (8809.760000 sec): 3 clusters
  Score: Raw -14304776.501051 + Penalty 5703.433055 = -14299073.067996
  nChanged 3575
		SP:Iteration 5Q (8810.140000 sec): 3 clusters
  Score: Raw -14305942.625123 + Penalty 5703.433055 = -14300239.192068
  nChanged 3934
		SP:Iteration 6Q (8810.510000 sec): 3 clusters
  Score: Raw -14307425.824335 + Penalty 5703.433055 = -14301722.391280
  nChanged 4335
		SP:Iteration 7Q (8810.880000 sec): 3 clusters
  Score: Raw -14309413.425500 + Penalty 5703.433055 = -14303709.992444
  nChanged 5023
		SP:Iteration 8F (8811.240000 sec): 3 clusters
  Score: Raw -14312139.522542 + Penalty 5703.433055 = -14306436.089487
  nChanged 5485
		SP:Iteration 9F (8811.600000 sec): 3 clusters
  Score: Raw -14315483.640180 + Penalty 5703.433055 = -14309780.207125
  nChanged 5658
		SP:Iteration 10F (8811.960000 sec): 3 clusters
  Score: Raw -14319149.709038 + Penalty 5703.433055 = -14313446.275983
  nChanged 5278
		SP:Iteration 11F (8812.320000 sec): 3 clusters
  Score: Raw -14322327.694537 + Penalty 5703.433055 = -14316624.261482
  nChanged 4294
		SP:Iteration 12Q (8812.670000 sec): 3 clusters
  Score: Raw -14324452.306649 + Penalty 5703.433055 = -14318748.873594
  nChanged 3265
		SP:Iteration 13Q (8813.020000 sec): 3 clusters
  Score: Raw -14325778.063584 + Penalty 5703.433055 = -14320074.630529
  nChanged 2496
		SP:Iteration 14Q (8813.360000 sec): 3 clusters
  Score: Raw -14326702.644621 + Penalty 5703.433055 = -14320999.211566
  nChanged 2169
		SP:Iteration 15Q (8813.690000 sec): 3 clusters
  Score: Raw -14327526.325616 + Penalty 5703.433055 = -14321822.892561
  nChanged 2118
		SP:Iteration 16Q (8814.030000 sec): 3 clusters
  Score: Raw -14328390.559048 + Penalty 5703.433055 = -14322687.125993
  nChanged 2165
		SP:Iteration 17Q (8814.350000 sec): 3 clusters
  Score: Raw -14329375.195427 + Penalty 5703.433055 = -14323671.762372
  nChanged 2237
		SP:Iteration 18Q (8814.680000 sec): 3 clusters
  Score: Raw -14330454.075720 + Penalty 5703.433055 = -14324750.642665
  nChanged 2137
		SP:Iteration 19Q (8814.990000 sec): 3 clusters
  Score: Raw -14331549.951940 + Penalty 5703.433055 = -14325846.518885
  nChanged 2085
		SP:Iteration 20F (8815.350000 sec): 3 clusters
  Score: Raw -14332651.438966 + Penalty 5703.433055 = -14326948.005911
  nChanged 1925
		SP:Iteration 21Q (8815.660000 sec): 3 clusters
  Score: Raw -14333709.781348 + Penalty 5703.433055 = -14328006.348293
  nChanged 1804
		SP:Iteration 22Q (8815.960000 sec): 3 clusters
  Score: Raw -14334723.619770 + Penalty 5703.433055 = -14329020.186715
  nChanged 1557
		SP:Iteration 23Q (8816.260000 sec): 3 clusters
  Score: Raw -14335613.909800 + Penalty 5703.433055 = -14329910.476744
  nChanged 1405
		SP:Iteration 24Q (8816.540000 sec): 3 clusters
  Score: Raw -14336468.968274 + Penalty 5703.433055 = -14330765.535219
  nChanged 1199
		SP:Iteration 25Q (8816.820000 sec): 3 clusters
  Score: Raw -14337223.735341 + Penalty 5703.433055 = -14331520.302286
  nChanged 993
		SP:Iteration 26Q (8817.100000 sec): 3 clusters
  Score: Raw -14337856.054641 + Penalty 5703.433055 = -14332152.621586
  nChanged 769
		SP:Iteration 27Q (8817.380000 sec): 3 clusters
  Score: Raw -14338329.586045 + Penalty 5703.433055 = -14332626.152990
  nChanged 579
		SP:Iteration 28Q (8817.650000 sec): 3 clusters
  Score: Raw -14338648.672315 + Penalty 5703.433055 = -14332945.239260
  nChanged 420
		SP:Iteration 29Q (8817.910000 sec): 3 clusters
  Score: Raw -14338851.114767 + Penalty 5703.433055 = -14333147.681712
  nChanged 311
		SP:Iteration 30Q (8818.180000 sec): 3 clusters
  Score: Raw -14338984.024211 + Penalty 5703.433055 = -14333280.591156
  nChanged 267
		SP:Iteration 31Q (8818.450000 sec): 3 clusters
  Score: Raw -14339088.206842 + Penalty 5703.433055 = -14333384.773787
  nChanged 202
		SP:Iteration 32Q (8818.710000 sec): 3 clusters
  Score: Raw -14339171.496987 + Penalty 5703.433055 = -14333468.063931
  nChanged 169
		SP:Iteration 33Q (8818.970000 sec): 3 clusters
  Score: Raw -14339244.388382 + Penalty 5703.433055 = -14333540.955327
  nChanged 139
		SP:Iteration 34Q (8819.230000 sec): 3 clusters
  Score: Raw -14339301.043795 + Penalty 5703.433055 = -14333597.610740
  nChanged 108
		SP:Iteration 35Q (8819.490000 sec): 3 clusters
  Score: Raw -14339341.356668 + Penalty 5703.433055 = -14333637.923613
  nChanged 96
		SP:Iteration 36Q (8819.750000 sec): 3 clusters
  Score: Raw -14339380.170972 + Penalty 5703.433055 = -14333676.737917
  nChanged 76
		SP:Iteration 37Q (8820.010000 sec): 3 clusters
  Score: Raw -14339409.320374 + Penalty 5703.433055 = -14333705.887319
  nChanged 63
		SP:Iteration 38Q (8820.260000 sec): 3 clusters
  Score: Raw -14339435.059338 + Penalty 5703.433055 = -14333731.626283
  nChanged 58
		SP:Iteration 39Q (8820.520000 sec): 3 clusters
  Score: Raw -14339454.226491 + Penalty 5703.433055 = -14333750.793436
  nChanged 50
		SP:Iteration 40F (8820.870000 sec): 3 clusters
  Score: Raw -14339476.410660 + Penalty 5703.433055 = -14333772.977605
  nChanged 50
		SP:Iteration 41Q (8821.130000 sec): 3 clusters
  Score: Raw -14339502.785183 + Penalty 5703.433055 = -14333799.352128
  nChanged 53
		SP:Iteration 42Q (8821.380000 sec): 3 clusters
  Score: Raw -14339526.651916 + Penalty 5703.433055 = -14333823.218861
  nChanged 36
		SP:Iteration 43Q (8821.640000 sec): 3 clusters
  Score: Raw -14339543.309258 + Penalty 5703.433055 = -14333839.876203
  nChanged 39
		SP:Iteration 44Q (8821.890000 sec): 3 clusters
  Score: Raw -14339560.985075 + Penalty 5703.433055 = -14333857.552020
  nChanged 36
		SP:Iteration 45Q (8822.150000 sec): 3 clusters
  Score: Raw -14339578.975500 + Penalty 5703.433055 = -14333875.542445
  nChanged 37
		SP:Iteration 46Q (8822.410000 sec): 3 clusters
  Score: Raw -14339596.214698 + Penalty 5703.433055 = -14333892.781643
  nChanged 34
		SP:Iteration 47Q (8822.670000 sec): 3 clusters
  Score: Raw -14339612.511362 + Penalty 5703.433055 = -14333909.078307
  nChanged 26
		SP:Iteration 48Q (8822.920000 sec): 3 clusters
  Score: Raw -14339624.440327 + Penalty 5703.433055 = -14333921.007272
  nChanged 23
		SP:Iteration 49Q (8823.180000 sec): 3 clusters
  Score: Raw -14339634.198911 + Penalty 5703.433055 = -14333930.765856
  nChanged 19
		SP:Iteration 50Q (8823.430000 sec): 3 clusters
  Score: Raw -14339641.589610 + Penalty 5703.433055 = -14333938.156554
  nChanged 16
		SP:Iteration 51Q (8823.690000 sec): 3 clusters
  Score: Raw -14339652.968633 + Penalty 5703.433055 = -14333949.535577
  nChanged 18
		SP:Iteration 52Q (8823.950000 sec): 3 clusters
  Score: Raw -14339661.399945 + Penalty 5703.433055 = -14333957.966890
  nChanged 14
		SP:Iteration 53Q (8824.200000 sec): 3 clusters
  Score: Raw -14339667.077573 + Penalty 5703.433055 = -14333963.644518
  nChanged 9
		SP:Iteration 54Q (8824.450000 sec): 3 clusters
  Score: Raw -14339670.100262 + Penalty 5703.433055 = -14333966.667207
  nChanged 10
		SP:Iteration 55Q (8824.710000 sec): 3 clusters
  Score: Raw -14339675.511158 + Penalty 5703.433055 = -14333972.078103
  nChanged 18
		SP:Iteration 56Q (8824.970000 sec): 3 clusters
  Score: Raw -14339684.136369 + Penalty 5703.433055 = -14333980.703314
  nChanged 23
		SP:Iteration 57Q (8825.220000 sec): 3 clusters
  Score: Raw -14339697.720097 + Penalty 5703.433055 = -14333994.287042
  nChanged 25
		SP:Iteration 58Q (8825.470000 sec): 3 clusters
  Score: Raw -14339711.532119 + Penalty 5703.433055 = -14334008.099063
  nChanged 20
		SP:Iteration 59Q (8825.730000 sec): 3 clusters
  Score: Raw -14339722.039951 + Penalty 5703.433055 = -14334018.606896
  nChanged 30
		SP:Iteration 60F (8826.080000 sec): 3 clusters
  Score: Raw -14339740.058757 + Penalty 5703.433055 = -14334036.625702
  nChanged 32
		SP:Iteration 61Q (8826.330000 sec): 3 clusters
  Score: Raw -14339758.547340 + Penalty 5703.433055 = -14334055.114285
  nChanged 21
		SP:Iteration 62Q (8826.590000 sec): 3 clusters
  Score: Raw -14339768.394362 + Penalty 5703.433055 = -14334064.961307
  nChanged 21
		SP:Iteration 63Q (8826.850000 sec): 3 clusters
  Score: Raw -14339778.885443 + Penalty 5703.433055 = -14334075.452388
  nChanged 20
		SP:Iteration 64Q (8827.100000 sec): 3 clusters
  Score: Raw -14339788.904917 + Penalty 5703.433055 = -14334085.471862
  nChanged 27
		SP:Iteration 65Q (8827.350000 sec): 3 clusters
  Score: Raw -14339801.313790 + Penalty 5703.433055 = -14334097.880735
  nChanged 23
		SP:Iteration 66Q (8827.610000 sec): 3 clusters
  Score: Raw -14339815.597630 + Penalty 5703.433055 = -14334112.164575
  nChanged 24
		SP:Iteration 67Q (8827.860000 sec): 3 clusters
  Score: Raw -14339832.700608 + Penalty 5703.433055 = -14334129.267553
  nChanged 26
		SP:Iteration 68Q (8828.110000 sec): 3 clusters
  Score: Raw -14339847.167532 + Penalty 5703.433055 = -14334143.734477
  nChanged 28
		SP:Iteration 69Q (8828.370000 sec): 3 clusters
  Score: Raw -14339859.397921 + Penalty 5703.433055 = -14334155.964866
  nChanged 21
		SP:Iteration 70Q (8828.620000 sec): 3 clusters
  Score: Raw -14339871.039533 + Penalty 5703.433055 = -14334167.606478
  nChanged 20
		SP:Iteration 71Q (8828.880000 sec): 3 clusters
  Score: Raw -14339879.335637 + Penalty 5703.433055 = -14334175.902582
  nChanged 13
		SP:Iteration 72Q (8829.130000 sec): 3 clusters
  Score: Raw -14339884.355925 + Penalty 5703.433055 = -14334180.922870
  nChanged 13
		SP:Iteration 73Q (8829.380000 sec): 3 clusters
  Score: Raw -14339889.990311 + Penalty 5703.433055 = -14334186.557255
  nChanged 10
		SP:Iteration 74Q (8829.630000 sec): 3 clusters
  Score: Raw -14339894.604917 + Penalty 5703.433055 = -14334191.171862
  nChanged 8
		SP:Iteration 75Q (8829.880000 sec): 3 clusters
  Score: Raw -14339897.288953 + Penalty 5703.433055 = -14334193.855898
  nChanged 4
		SP:Iteration 76Q (8830.130000 sec): 3 clusters
  Score: Raw -14339899.773186 + Penalty 5703.433055 = -14334196.340130
  nChanged 5
		SP:Iteration 77Q (8830.380000 sec): 3 clusters
  Score: Raw -14339902.586366 + Penalty 5703.433055 = -14334199.153311
  nChanged 4
		SP:Iteration 78Q (8830.640000 sec): 3 clusters
  Score: Raw -14339903.977436 + Penalty 5703.433055 = -14334200.544381
  nChanged 0
		SP:Iteration 79F (8830.990000 sec): 3 clusters
  Score: Raw -14339903.977436 + Penalty 5703.433055 = -14334200.544381
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8831.130000 sec): 2 clusters
  Score: Raw -5651717.706007 + Penalty 2605.046030 = -5649112.659977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8831.260000 sec): 3 clusters
  Score: Raw -5629376.653824 + Penalty 5210.092060 = -5624166.561763
  nChanged 16607
		SP:Iteration 1F (8831.390000 sec): 3 clusters
  Score: Raw -5638428.930826 + Penalty 5210.092060 = -5633218.838766
  nChanged 1520
		SP:Iteration 2Q (8831.530000 sec): 3 clusters
  Score: Raw -5638862.207898 + Penalty 5210.092060 = -5633652.115838
  nChanged 1367
		SP:Iteration 3Q (8831.660000 sec): 3 clusters
  Score: Raw -5639245.595169 + Penalty 5210.092060 = -5634035.503109
  nChanged 1277
		SP:Iteration 4Q (8831.800000 sec): 3 clusters
  Score: Raw -5639603.539571 + Penalty 5210.092060 = -5634393.447511
  nChanged 1257
		SP:Iteration 5Q (8831.940000 sec): 3 clusters
  Score: Raw -5639981.678030 + Penalty 5210.092060 = -5634771.585970
  nChanged 1363
		SP:Iteration 6Q (8832.070000 sec): 3 clusters
  Score: Raw -5640478.497603 + Penalty 5210.092060 = -5635268.405542
  nChanged 1632
		SP:Iteration 7Q (8832.200000 sec): 3 clusters
  Score: Raw -5641244.347705 + Penalty 5210.092060 = -5636034.255644
  nChanged 2030
		SP:Iteration 8F (8832.340000 sec): 3 clusters
  Score: Raw -5642447.527455 + Penalty 5210.092060 = -5637237.435395
  nChanged 2414
		SP:Iteration 9F (8832.460000 sec): 3 clusters
  Score: Raw -5644183.977523 + Penalty 5210.092060 = -5638973.885463
  nChanged 2533
		SP:Iteration 10F (8832.600000 sec): 3 clusters
  Score: Raw -5646322.235651 + Penalty 5210.092060 = -5641112.143591
  nChanged 2353
		SP:Iteration 11F (8832.730000 sec): 3 clusters
  Score: Raw -5648456.525142 + Penalty 5210.092060 = -5643246.433082
  nChanged 1712
		SP:Iteration 12Q (8832.860000 sec): 3 clusters
  Score: Raw -5649999.377510 + Penalty 5210.092060 = -5644789.285449
  nChanged 1039
		SP:Iteration 13Q (8832.980000 sec): 3 clusters
  Score: Raw -5650898.776448 + Penalty 5210.092060 = -5645688.684388
  nChanged 608
		SP:Iteration 14Q (8833.100000 sec): 3 clusters
  Score: Raw -5651395.904670 + Penalty 5210.092060 = -5646185.812610
  nChanged 327
		SP:Iteration 15Q (8833.200000 sec): 3 clusters
  Score: Raw -5651643.374424 + Penalty 5210.092060 = -5646433.282364
  nChanged 180
		SP:Iteration 16Q (8833.300000 sec): 3 clusters
  Score: Raw -5651781.784926 + Penalty 5210.092060 = -5646571.692866
  nChanged 118
		SP:Iteration 17Q (8833.400000 sec): 3 clusters
  Score: Raw -5651868.736909 + Penalty 5210.092060 = -5646658.644849
  nChanged 76
		SP:Iteration 18Q (8833.490000 sec): 3 clusters
  Score: Raw -5651931.863505 + Penalty 5210.092060 = -5646721.771445
  nChanged 39
		SP:Iteration 19Q (8833.590000 sec): 3 clusters
  Score: Raw -5651964.334965 + Penalty 5210.092060 = -5646754.242905
  nChanged 27
		SP:Iteration 20F (8833.720000 sec): 3 clusters
  Score: Raw -5651989.808104 + Penalty 5210.092060 = -5646779.716044
  nChanged 17
		SP:Iteration 21Q (8833.810000 sec): 3 clusters
  Score: Raw -5652004.447738 + Penalty 5210.092060 = -5646794.355677
  nChanged 17
		SP:Iteration 22Q (8833.900000 sec): 3 clusters
  Score: Raw -5652018.365399 + Penalty 5210.092060 = -5646808.273339
  nChanged 15
		SP:Iteration 23Q (8834.000000 sec): 3 clusters
  Score: Raw -5652030.915177 + Penalty 5210.092060 = -5646820.823117
  nChanged 13
		SP:Iteration 24Q (8834.090000 sec): 3 clusters
  Score: Raw -5652040.758266 + Penalty 5210.092060 = -5646830.666206
  nChanged 10
		SP:Iteration 25Q (8834.180000 sec): 3 clusters
  Score: Raw -5652047.924737 + Penalty 5210.092060 = -5646837.832677
  nChanged 7
		SP:Iteration 26Q (8834.270000 sec): 3 clusters
  Score: Raw -5652052.720025 + Penalty 5210.092060 = -5646842.627964
  nChanged 4
		SP:Iteration 27Q (8834.360000 sec): 3 clusters
  Score: Raw -5652057.288749 + Penalty 5210.092060 = -5646847.196689
  nChanged 3
		SP:Iteration 28Q (8834.450000 sec): 3 clusters
  Score: Raw -5652060.340397 + Penalty 5210.092060 = -5646850.248337
  nChanged 3
		SP:Iteration 29Q (8834.540000 sec): 3 clusters
  Score: Raw -5652062.372209 + Penalty 5210.092060 = -5646852.280148
  nChanged 2
		SP:Iteration 30Q (8834.640000 sec): 3 clusters
  Score: Raw -5652064.571439 + Penalty 5210.092060 = -5646854.479379
  nChanged 4
		SP:Iteration 31Q (8834.730000 sec): 3 clusters
  Score: Raw -5652068.457303 + Penalty 5210.092060 = -5646858.365243
  nChanged 4
		SP:Iteration 32Q (8834.820000 sec): 3 clusters
  Score: Raw -5652072.528306 + Penalty 5210.092060 = -5646862.436246
  nChanged 1
		SP:Iteration 33Q (8834.910000 sec): 3 clusters
  Score: Raw -5652072.940207 + Penalty 5210.092060 = -5646862.848147
  nChanged 1
		SP:Iteration 34Q (8835.010000 sec): 3 clusters
  Score: Raw -5652073.632153 + Penalty 5210.092060 = -5646863.540093
  nChanged 0
		SP:Iteration 35F (8835.140000 sec): 3 clusters
  Score: Raw -5652073.632153 + Penalty 5210.092060 = -5646863.540093
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8835.460000 sec): 2 clusters
  Score: Raw -14570628.045756 + Penalty 2851.799513 = -14567776.246243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8835.820000 sec): 3 clusters
  Score: Raw -14507162.291878 + Penalty 5703.599026 = -14501458.692852
  nChanged 46733
		SP:Iteration 1F (8836.170000 sec): 3 clusters
  Score: Raw -14534178.141333 + Penalty 5703.599026 = -14528474.542306
  nChanged 3373
		SP:Iteration 2Q (8836.540000 sec): 3 clusters
  Score: Raw -14535047.377303 + Penalty 5703.599026 = -14529343.778276
  nChanged 3622
		SP:Iteration 3Q (8836.900000 sec): 3 clusters
  Score: Raw -14536162.051935 + Penalty 5703.599026 = -14530458.452908
  nChanged 4294
		SP:Iteration 4Q (8837.270000 sec): 3 clusters
  Score: Raw -14537947.469137 + Penalty 5703.599026 = -14532243.870111
  nChanged 5585
		SP:Iteration 5F (8837.630000 sec): 3 clusters
  Score: Raw -14541000.472300 + Penalty 5703.599026 = -14535296.873274
  nChanged 7134
		SP:Iteration 6F (8837.980000 sec): 3 clusters
  Score: Raw -14546077.719069 + Penalty 5703.599026 = -14540374.120042
  nChanged 8428
		SP:Iteration 7F (8838.340000 sec): 3 clusters
  Score: Raw -14553480.666217 + Penalty 5703.599026 = -14547777.067191
  nChanged 7960
		SP:Iteration 8F (8838.700000 sec): 3 clusters
  Score: Raw -14561220.551559 + Penalty 5703.599026 = -14555516.952532
  nChanged 5530
		SP:Iteration 9F (8839.050000 sec): 3 clusters
  Score: Raw -14566568.756608 + Penalty 5703.599026 = -14560865.157582
  nChanged 2823
		SP:Iteration 10Q (8839.390000 sec): 3 clusters
  Score: Raw -14569080.720578 + Penalty 5703.599026 = -14563377.121552
  nChanged 1187
		SP:Iteration 11Q (8839.700000 sec): 3 clusters
  Score: Raw -14570074.798243 + Penalty 5703.599026 = -14564371.199217
  nChanged 508
		SP:Iteration 12Q (8839.980000 sec): 3 clusters
  Score: Raw -14570483.920018 + Penalty 5703.599026 = -14564780.320991
  nChanged 253
		SP:Iteration 13Q (8840.250000 sec): 3 clusters
  Score: Raw -14570707.054114 + Penalty 5703.599026 = -14565003.455088
  nChanged 135
		SP:Iteration 14Q (8840.510000 sec): 3 clusters
  Score: Raw -14570819.610716 + Penalty 5703.599026 = -14565116.011690
  nChanged 64
		SP:Iteration 15Q (8840.770000 sec): 3 clusters
  Score: Raw -14570880.257204 + Penalty 5703.599026 = -14565176.658177
  nChanged 48
		SP:Iteration 16Q (8841.030000 sec): 3 clusters
  Score: Raw -14570924.915548 + Penalty 5703.599026 = -14565221.316521
  nChanged 34
		SP:Iteration 17Q (8841.290000 sec): 3 clusters
  Score: Raw -14570952.401310 + Penalty 5703.599026 = -14565248.802283
  nChanged 20
		SP:Iteration 18Q (8841.540000 sec): 3 clusters
  Score: Raw -14570970.179433 + Penalty 5703.599026 = -14565266.580407
  nChanged 21
		SP:Iteration 19Q (8841.800000 sec): 3 clusters
  Score: Raw -14570990.415600 + Penalty 5703.599026 = -14565286.816574
  nChanged 20
		SP:Iteration 20F (8842.150000 sec): 3 clusters
  Score: Raw -14571003.867833 + Penalty 5703.599026 = -14565300.268807
  nChanged 12
		SP:Iteration 21Q (8842.410000 sec): 3 clusters
  Score: Raw -14571012.295416 + Penalty 5703.599026 = -14565308.696390
  nChanged 6
		SP:Iteration 22Q (8842.670000 sec): 3 clusters
  Score: Raw -14571019.728790 + Penalty 5703.599026 = -14565316.129764
  nChanged 6
		SP:Iteration 23Q (8842.930000 sec): 3 clusters
  Score: Raw -14571026.114677 + Penalty 5703.599026 = -14565322.515651
  nChanged 6
		SP:Iteration 24Q (8843.190000 sec): 3 clusters
  Score: Raw -14571030.671699 + Penalty 5703.599026 = -14565327.072672
  nChanged 4
		SP:Iteration 25Q (8843.450000 sec): 3 clusters
  Score: Raw -14571033.223994 + Penalty 5703.599026 = -14565329.624967
  nChanged 2
		SP:Iteration 26Q (8843.710000 sec): 3 clusters
  Score: Raw -14571035.257400 + Penalty 5703.599026 = -14565331.658374
  nChanged 3
		SP:Iteration 27Q (8843.970000 sec): 3 clusters
  Score: Raw -14571038.267292 + Penalty 5703.599026 = -14565334.668266
  nChanged 3
		SP:Iteration 28Q (8844.220000 sec): 3 clusters
  Score: Raw -14571040.838438 + Penalty 5703.599026 = -14565337.239411
  nChanged 4
		SP:Iteration 29Q (8844.480000 sec): 3 clusters
  Score: Raw -14571044.850630 + Penalty 5703.599026 = -14565341.251603
  nChanged 1
		SP:Iteration 30Q (8844.740000 sec): 3 clusters
  Score: Raw -14571046.570481 + Penalty 5703.599026 = -14565342.971454
  nChanged 3
		SP:Iteration 31Q (8845.000000 sec): 3 clusters
  Score: Raw -14571050.180166 + Penalty 5703.599026 = -14565346.581139
  nChanged 6
		SP:Iteration 32Q (8845.250000 sec): 3 clusters
  Score: Raw -14571057.050465 + Penalty 5703.599026 = -14565353.451438
  nChanged 5
		SP:Iteration 33Q (8845.510000 sec): 3 clusters
  Score: Raw -14571061.421481 + Penalty 5703.599026 = -14565357.822455
  nChanged 3
		SP:Iteration 34Q (8845.770000 sec): 3 clusters
  Score: Raw -14571064.050819 + Penalty 5703.599026 = -14565360.451793
  nChanged 4
		SP:Iteration 35Q (8846.020000 sec): 3 clusters
  Score: Raw -14571066.790006 + Penalty 5703.599026 = -14565363.190980
  nChanged 1
		SP:Iteration 36Q (8846.280000 sec): 3 clusters
  Score: Raw -14571067.304093 + Penalty 5703.599026 = -14565363.705066
  nChanged 1
		SP:Iteration 37Q (8846.530000 sec): 3 clusters
  Score: Raw -14571068.216955 + Penalty 5703.599026 = -14565364.617929
  nChanged 0
		SP:Iteration 38F (8846.890000 sec): 3 clusters
  Score: Raw -14571068.216955 + Penalty 5703.599026 = -14565364.617929
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8846.950000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8846.950000 sec): 3 clusters
  Score: Raw -22215.267866 + Penalty 2547.356025 = -19667.911841
  nChanged 7
		SP:Iteration 1Q (8846.950000 sec): 3 clusters
  Score: Raw -22249.632785 + Penalty 2547.356025 = -19702.276760
  nChanged 0
		SP:Iteration 2F (8846.950000 sec): 3 clusters
  Score: Raw -22249.632785 + Penalty 2547.356025 = -19702.276760
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8847.130000 sec): 2 clusters
  Score: Raw -7501479.168344 + Penalty 2688.609636 = -7498790.558708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8847.320000 sec): 3 clusters
  Score: Raw -7469623.808438 + Penalty 5377.219272 = -7464246.589166
  nChanged 23697
		SP:Iteration 1F (8847.510000 sec): 3 clusters
  Score: Raw -7482721.252559 + Penalty 5377.219272 = -7477344.033287
  nChanged 1801
		SP:Iteration 2Q (8847.710000 sec): 3 clusters
  Score: Raw -7483129.152851 + Penalty 5377.219272 = -7477751.933579
  nChanged 1625
		SP:Iteration 3Q (8847.890000 sec): 3 clusters
  Score: Raw -7483479.508153 + Penalty 5377.219272 = -7478102.288881
  nChanged 1462
		SP:Iteration 4Q (8848.090000 sec): 3 clusters
  Score: Raw -7483807.744028 + Penalty 5377.219272 = -7478430.524756
  nChanged 1460
		SP:Iteration 5Q (8848.280000 sec): 3 clusters
  Score: Raw -7484173.160884 + Penalty 5377.219272 = -7478795.941612
  nChanged 1511
		SP:Iteration 6Q (8848.470000 sec): 3 clusters
  Score: Raw -7484587.184028 + Penalty 5377.219272 = -7479209.964756
  nChanged 1704
		SP:Iteration 7Q (8848.670000 sec): 3 clusters
  Score: Raw -7485143.508324 + Penalty 5377.219272 = -7479766.289052
  nChanged 1975
		SP:Iteration 8Q (8848.860000 sec): 3 clusters
  Score: Raw -7485976.586407 + Penalty 5377.219272 = -7480599.367135
  nChanged 2490
		SP:Iteration 9Q (8849.050000 sec): 3 clusters
  Score: Raw -7487311.279218 + Penalty 5377.219272 = -7481934.059946
  nChanged 3238
		SP:Iteration 10F (8849.250000 sec): 3 clusters
  Score: Raw -7489499.127230 + Penalty 5377.219272 = -7484121.907958
  nChanged 3801
		SP:Iteration 11F (8849.430000 sec): 3 clusters
  Score: Raw -7492605.755294 + Penalty 5377.219272 = -7487228.536022
  nChanged 3889
		SP:Iteration 12F (8849.620000 sec): 3 clusters
  Score: Raw -7496166.907081 + Penalty 5377.219272 = -7490789.687809
  nChanged 2941
		SP:Iteration 13F (8849.810000 sec): 3 clusters
  Score: Raw -7498964.614329 + Penalty 5377.219272 = -7493587.395057
  nChanged 1682
		SP:Iteration 14Q (8849.980000 sec): 3 clusters
  Score: Raw -7500556.393698 + Penalty 5377.219272 = -7495179.174426
  nChanged 754
		SP:Iteration 15Q (8850.130000 sec): 3 clusters
  Score: Raw -7501286.011482 + Penalty 5377.219272 = -7495908.792210
  nChanged 251
		SP:Iteration 16Q (8850.270000 sec): 3 clusters
  Score: Raw -7501535.831521 + Penalty 5377.219272 = -7496158.612249
  nChanged 94
		SP:Iteration 17Q (8850.410000 sec): 3 clusters
  Score: Raw -7501644.925390 + Penalty 5377.219272 = -7496267.706118
  nChanged 39
		SP:Iteration 18Q (8850.550000 sec): 3 clusters
  Score: Raw -7501695.545498 + Penalty 5377.219272 = -7496318.326226
  nChanged 23
		SP:Iteration 19Q (8850.680000 sec): 3 clusters
  Score: Raw -7501728.662106 + Penalty 5377.219272 = -7496351.442834
  nChanged 14
		SP:Iteration 20F (8850.860000 sec): 3 clusters
  Score: Raw -7501749.570921 + Penalty 5377.219272 = -7496372.351649
  nChanged 10
		SP:Iteration 21Q (8850.990000 sec): 3 clusters
  Score: Raw -7501761.812847 + Penalty 5377.219272 = -7496384.593575
  nChanged 8
		SP:Iteration 22Q (8851.130000 sec): 3 clusters
  Score: Raw -7501772.926041 + Penalty 5377.219272 = -7496395.706769
  nChanged 7
		SP:Iteration 23Q (8851.260000 sec): 3 clusters
  Score: Raw -7501785.192547 + Penalty 5377.219272 = -7496407.973275
  nChanged 7
		SP:Iteration 24Q (8851.390000 sec): 3 clusters
  Score: Raw -7501794.796632 + Penalty 5377.219272 = -7496417.577360
  nChanged 3
		SP:Iteration 25Q (8851.520000 sec): 3 clusters
  Score: Raw -7501798.335379 + Penalty 5377.219272 = -7496421.116107
  nChanged 3
		SP:Iteration 26Q (8851.650000 sec): 3 clusters
  Score: Raw -7501801.262703 + Penalty 5377.219272 = -7496424.043431
  nChanged 0
		SP:Iteration 27F (8851.830000 sec): 3 clusters
  Score: Raw -7501801.262703 + Penalty 5377.219272 = -7496424.043431
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8851.860000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8851.860000 sec): 3 clusters
  Score: Raw -76037.211763 + Penalty 3043.240186 = -72993.971577
  nChanged 95
		SP:Iteration 1F (8851.870000 sec): 3 clusters
  Score: Raw -76227.381933 + Penalty 3043.240186 = -73184.141747
  nChanged 24
		SP:Iteration 2F (8851.870000 sec): 3 clusters
  Score: Raw -76286.427653 + Penalty 3043.240186 = -73243.187467
  nChanged 30
		SP:Iteration 3F (8851.870000 sec): 3 clusters
  Score: Raw -76362.380101 + Penalty 3043.240186 = -73319.139915
  nChanged 36
		SP:Iteration 4F (8851.870000 sec): 3 clusters
  Score: Raw -76478.959035 + Penalty 3043.240186 = -73435.718849
  nChanged 34
		SP:Iteration 5F (8851.870000 sec): 3 clusters
  Score: Raw -76614.809908 + Penalty 3043.240186 = -73571.569722
  nChanged 21
		SP:Iteration 6Q (8851.870000 sec): 3 clusters
  Score: Raw -76746.005529 + Penalty 3043.240186 = -73702.765343
  nChanged 13
		SP:Iteration 7Q (8851.870000 sec): 3 clusters
  Score: Raw -76797.172910 + Penalty 3043.240186 = -73753.932724
  nChanged 4
		SP:Iteration 8Q (8851.870000 sec): 3 clusters
  Score: Raw -76821.504700 + Penalty 3043.240186 = -73778.264514
  nChanged 5
		SP:Iteration 9Q (8851.880000 sec): 3 clusters
  Score: Raw -76840.585910 + Penalty 3043.240186 = -73797.345724
  nChanged 3
		SP:Iteration 10Q (8851.880000 sec): 3 clusters
  Score: Raw -76849.965738 + Penalty 3043.240186 = -73806.725552
  nChanged 2
		SP:Iteration 11Q (8851.880000 sec): 3 clusters
  Score: Raw -76855.348298 + Penalty 3043.240186 = -73812.108112
  nChanged 1
		SP:Iteration 12Q (8851.880000 sec): 3 clusters
  Score: Raw -76857.750120 + Penalty 3043.240186 = -73814.509934
  nChanged 0
		SP:Iteration 13F (8851.880000 sec): 3 clusters
  Score: Raw -76857.750120 + Penalty 3043.240186 = -73814.509934
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8851.890000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8851.890000 sec): 3 clusters
  Score: Raw -68273.943869 + Penalty 3055.958832 = -65217.985038
  nChanged 70
		SP:Iteration 1F (8851.890000 sec): 3 clusters
  Score: Raw -68449.685174 + Penalty 3055.958832 = -65393.726342
  nChanged 23
		SP:Iteration 2Q (8851.890000 sec): 3 clusters
  Score: Raw -68515.821433 + Penalty 3055.958832 = -65459.862602
  nChanged 8
		SP:Iteration 3Q (8851.890000 sec): 3 clusters
  Score: Raw -68542.953563 + Penalty 3055.958832 = -65486.994731
  nChanged 10
		SP:Iteration 4Q (8851.890000 sec): 3 clusters
  Score: Raw -68572.610404 + Penalty 3055.958832 = -65516.651572
  nChanged 3
		SP:Iteration 5Q (8851.890000 sec): 3 clusters
  Score: Raw -68586.864107 + Penalty 3055.958832 = -65530.905275
  nChanged 5
		SP:Iteration 6Q (8851.900000 sec): 3 clusters
  Score: Raw -68600.826893 + Penalty 3055.958832 = -65544.868062
  nChanged 4
		SP:Iteration 7Q (8851.900000 sec): 3 clusters
  Score: Raw -68609.908028 + Penalty 3055.958832 = -65553.949196
  nChanged 1
		SP:Iteration 8Q (8851.900000 sec): 3 clusters
  Score: Raw -68610.941408 + Penalty 3055.958832 = -65554.982577
  nChanged 2
		SP:Iteration 9Q (8851.900000 sec): 3 clusters
  Score: Raw -68615.448319 + Penalty 3055.958832 = -65559.489487
  nChanged 1
		SP:Iteration 10Q (8851.900000 sec): 3 clusters
  Score: Raw -68616.041121 + Penalty 3055.958832 = -65560.082289
  nChanged 0
		SP:Iteration 11F (8851.910000 sec): 3 clusters
  Score: Raw -68616.041121 + Penalty 3055.958832 = -65560.082289
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (267931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8852.800000 sec): 2 clusters
  Score: Raw -39649162.005962 + Penalty 3099.624221 = -39646062.381741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8853.800000 sec): 3 clusters
  Score: Raw -39472306.039013 + Penalty 6199.248443 = -39466106.790571
  nChanged 129499
		SP:Iteration 1F (8854.790000 sec): 3 clusters
  Score: Raw -39548698.239311 + Penalty 6199.248443 = -39542498.990869
  nChanged 6681
		SP:Iteration 2Q (8855.810000 sec): 3 clusters
  Score: Raw -39549939.567525 + Penalty 6199.248443 = -39543740.319082
  nChanged 7527
		SP:Iteration 3Q (8856.820000 sec): 3 clusters
  Score: Raw -39551607.243561 + Penalty 6199.248443 = -39545407.995118
  nChanged 8637
		SP:Iteration 4Q (8857.830000 sec): 3 clusters
  Score: Raw -39554088.195211 + Penalty 6199.248443 = -39547888.946768
  nChanged 10843
		SP:Iteration 5Q (8858.840000 sec): 3 clusters
  Score: Raw -39558346.875625 + Penalty 6199.248443 = -39552147.627182
  nChanged 14196
		SP:Iteration 6F (8859.830000 sec): 3 clusters
  Score: Raw -39565900.871504 + Penalty 6199.248443 = -39559701.623061
  nChanged 18323
		SP:Iteration 7F (8860.810000 sec): 3 clusters
  Score: Raw -39578562.460045 + Penalty 6199.248443 = -39572363.211602
  nChanged 21800
		SP:Iteration 8F (8861.800000 sec): 3 clusters
  Score: Raw -39597031.323332 + Penalty 6199.248443 = -39590832.074889
  nChanged 21783
		SP:Iteration 9F (8862.770000 sec): 3 clusters
  Score: Raw -39617746.563510 + Penalty 6199.248443 = -39611547.315067
  nChanged 16863
		SP:Iteration 10F (8863.750000 sec): 3 clusters
  Score: Raw -39634340.148575 + Penalty 6199.248443 = -39628140.900133
  nChanged 9807
		SP:Iteration 11Q (8864.640000 sec): 3 clusters
  Score: Raw -39643828.637403 + Penalty 6199.248443 = -39637629.388961
  nChanged 4160
		SP:Iteration 12Q (8865.440000 sec): 3 clusters
  Score: Raw -39647678.350444 + Penalty 6199.248443 = -39641479.102001
  nChanged 1315
		SP:Iteration 13Q (8866.170000 sec): 3 clusters
  Score: Raw -39648862.894637 + Penalty 6199.248443 = -39642663.646194
  nChanged 328
		SP:Iteration 14Q (8866.870000 sec): 3 clusters
  Score: Raw -39649216.291746 + Penalty 6199.248443 = -39643017.043303
  nChanged 113
		SP:Iteration 15Q (8867.550000 sec): 3 clusters
  Score: Raw -39649346.355242 + Penalty 6199.248443 = -39643147.106800
  nChanged 48
		SP:Iteration 16Q (8868.230000 sec): 3 clusters
  Score: Raw -39649404.313511 + Penalty 6199.248443 = -39643205.065068
  nChanged 24
		SP:Iteration 17Q (8868.910000 sec): 3 clusters
  Score: Raw -39649446.941667 + Penalty 6199.248443 = -39643247.693224
  nChanged 13
		SP:Iteration 18Q (8869.580000 sec): 3 clusters
  Score: Raw -39649463.425200 + Penalty 6199.248443 = -39643264.176757
  nChanged 8
		SP:Iteration 19Q (8870.260000 sec): 3 clusters
  Score: Raw -39649472.168293 + Penalty 6199.248443 = -39643272.919850
  nChanged 5
		SP:Iteration 20F (8871.210000 sec): 3 clusters
  Score: Raw -39649479.291436 + Penalty 6199.248443 = -39643280.042993
  nChanged 2
		SP:Iteration 21Q (8871.890000 sec): 3 clusters
  Score: Raw -39649481.178766 + Penalty 6199.248443 = -39643281.930323
  nChanged 1
		SP:Iteration 22Q (8872.570000 sec): 3 clusters
  Score: Raw -39649482.591863 + Penalty 6199.248443 = -39643283.343420
  nChanged 3
		SP:Iteration 23Q (8873.250000 sec): 3 clusters
  Score: Raw -39649486.705319 + Penalty 6199.248443 = -39643287.456876
  nChanged 1
		SP:Iteration 24Q (8873.920000 sec): 3 clusters
  Score: Raw -39649487.878723 + Penalty 6199.248443 = -39643288.630280
  nChanged 0
		SP:Iteration 25F (8874.870000 sec): 3 clusters
  Score: Raw -39649487.878723 + Penalty 6199.248443 = -39643288.630280
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8875.080000 sec): 2 clusters
  Score: Raw -5141379.529753 + Penalty 2585.006092 = -5138794.523661
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8875.210000 sec): 3 clusters
  Score: Raw -5120865.584183 + Penalty 5170.012183 = -5115695.572000
  nChanged 15393
		SP:Iteration 1F (8875.330000 sec): 3 clusters
  Score: Raw -5129260.402873 + Penalty 5170.012183 = -5124090.390690
  nChanged 1469
		SP:Iteration 2Q (8875.450000 sec): 3 clusters
  Score: Raw -5129677.241994 + Penalty 5170.012183 = -5124507.229811
  nChanged 1304
		SP:Iteration 3Q (8875.580000 sec): 3 clusters
  Score: Raw -5130044.182178 + Penalty 5170.012183 = -5124874.169995
  nChanged 1160
		SP:Iteration 4Q (8875.700000 sec): 3 clusters
  Score: Raw -5130358.976288 + Penalty 5170.012183 = -5125188.964105
  nChanged 1066
		SP:Iteration 5Q (8875.820000 sec): 3 clusters
  Score: Raw -5130648.850410 + Penalty 5170.012183 = -5125478.838227
  nChanged 1030
		SP:Iteration 6Q (8875.950000 sec): 3 clusters
  Score: Raw -5130967.735801 + Penalty 5170.012183 = -5125797.723618
  nChanged 1112
		SP:Iteration 7Q (8876.070000 sec): 3 clusters
  Score: Raw -5131339.289494 + Penalty 5170.012183 = -5126169.277311
  nChanged 1146
		SP:Iteration 8Q (8876.200000 sec): 3 clusters
  Score: Raw -5131766.535948 + Penalty 5170.012183 = -5126596.523765
  nChanged 1343
		SP:Iteration 9Q (8876.320000 sec): 3 clusters
  Score: Raw -5132421.940924 + Penalty 5170.012183 = -5127251.928741
  nChanged 1652
		SP:Iteration 10Q (8876.450000 sec): 3 clusters
  Score: Raw -5133422.438850 + Penalty 5170.012183 = -5128252.426667
  nChanged 1877
		SP:Iteration 11F (8876.570000 sec): 3 clusters
  Score: Raw -5134703.782640 + Penalty 5170.012183 = -5129533.770457
  nChanged 1940
		SP:Iteration 12F (8876.690000 sec): 3 clusters
  Score: Raw -5136041.670573 + Penalty 5170.012183 = -5130871.658390
  nChanged 1630
		SP:Iteration 13Q (8876.820000 sec): 3 clusters
  Score: Raw -5136969.080946 + Penalty 5170.012183 = -5131799.068763
  nChanged 1172
		SP:Iteration 14Q (8876.940000 sec): 3 clusters
  Score: Raw -5137432.601054 + Penalty 5170.012183 = -5132262.588871
  nChanged 767
		SP:Iteration 15Q (8877.060000 sec): 3 clusters
  Score: Raw -5137668.773014 + Penalty 5170.012183 = -5132498.760831
  nChanged 538
		SP:Iteration 16Q (8877.170000 sec): 3 clusters
  Score: Raw -5137826.543423 + Penalty 5170.012183 = -5132656.531240
  nChanged 449
		SP:Iteration 17Q (8877.290000 sec): 3 clusters
  Score: Raw -5137953.193276 + Penalty 5170.012183 = -5132783.181093
  nChanged 436
		SP:Iteration 18Q (8877.410000 sec): 3 clusters
  Score: Raw -5138068.048232 + Penalty 5170.012183 = -5132898.036049
  nChanged 412
		SP:Iteration 19Q (8877.530000 sec): 3 clusters
  Score: Raw -5138180.404380 + Penalty 5170.012183 = -5133010.392197
  nChanged 406
		SP:Iteration 20F (8877.650000 sec): 3 clusters
  Score: Raw -5138287.435765 + Penalty 5170.012183 = -5133117.423582
  nChanged 420
		SP:Iteration 21Q (8877.770000 sec): 3 clusters
  Score: Raw -5138394.385593 + Penalty 5170.012183 = -5133224.373410
  nChanged 395
		SP:Iteration 22Q (8877.880000 sec): 3 clusters
  Score: Raw -5138500.297473 + Penalty 5170.012183 = -5133330.285290
  nChanged 402
		SP:Iteration 23Q (8878.000000 sec): 3 clusters
  Score: Raw -5138614.071799 + Penalty 5170.012183 = -5133444.059616
  nChanged 423
		SP:Iteration 24Q (8878.120000 sec): 3 clusters
  Score: Raw -5138735.277396 + Penalty 5170.012183 = -5133565.265213
  nChanged 415
		SP:Iteration 25Q (8878.230000 sec): 3 clusters
  Score: Raw -5138856.221309 + Penalty 5170.012183 = -5133686.209126
  nChanged 384
		SP:Iteration 26Q (8878.340000 sec): 3 clusters
  Score: Raw -5138964.249974 + Penalty 5170.012183 = -5133794.237791
  nChanged 386
		SP:Iteration 27Q (8878.460000 sec): 3 clusters
  Score: Raw -5139073.285510 + Penalty 5170.012183 = -5133903.273327
  nChanged 371
		SP:Iteration 28Q (8878.570000 sec): 3 clusters
  Score: Raw -5139182.472867 + Penalty 5170.012183 = -5134012.460684
  nChanged 403
		SP:Iteration 29Q (8878.680000 sec): 3 clusters
  Score: Raw -5139316.880700 + Penalty 5170.012183 = -5134146.868517
  nChanged 421
		SP:Iteration 30Q (8878.780000 sec): 3 clusters
  Score: Raw -5139454.113378 + Penalty 5170.012183 = -5134284.101195
  nChanged 386
		SP:Iteration 31Q (8878.890000 sec): 3 clusters
  Score: Raw -5139578.010307 + Penalty 5170.012183 = -5134407.998124
  nChanged 379
		SP:Iteration 32Q (8879.000000 sec): 3 clusters
  Score: Raw -5139700.018122 + Penalty 5170.012183 = -5134530.005939
  nChanged 386
		SP:Iteration 33Q (8879.100000 sec): 3 clusters
  Score: Raw -5139832.770816 + Penalty 5170.012183 = -5134662.758633
  nChanged 376
		SP:Iteration 34Q (8879.200000 sec): 3 clusters
  Score: Raw -5139969.150011 + Penalty 5170.012183 = -5134799.137828
  nChanged 363
		SP:Iteration 35Q (8879.310000 sec): 3 clusters
  Score: Raw -5140103.615958 + Penalty 5170.012183 = -5134933.603775
  nChanged 370
		SP:Iteration 36Q (8879.410000 sec): 3 clusters
  Score: Raw -5140246.629540 + Penalty 5170.012183 = -5135076.617357
  nChanged 330
		SP:Iteration 37Q (8879.520000 sec): 3 clusters
  Score: Raw -5140360.941890 + Penalty 5170.012183 = -5135190.929707
  nChanged 321
		SP:Iteration 38Q (8879.620000 sec): 3 clusters
  Score: Raw -5140469.842378 + Penalty 5170.012183 = -5135299.830195
  nChanged 286
		SP:Iteration 39Q (8879.720000 sec): 3 clusters
  Score: Raw -5140573.597009 + Penalty 5170.012183 = -5135403.584826
  nChanged 280
		SP:Iteration 40F (8879.830000 sec): 3 clusters
  Score: Raw -5140678.962557 + Penalty 5170.012183 = -5135508.950374
  nChanged 267
		SP:Iteration 41Q (8879.930000 sec): 3 clusters
  Score: Raw -5140783.516021 + Penalty 5170.012183 = -5135613.503838
  nChanged 259
		SP:Iteration 42Q (8880.030000 sec): 3 clusters
  Score: Raw -5140876.069589 + Penalty 5170.012183 = -5135706.057406
  nChanged 217
		SP:Iteration 43Q (8880.130000 sec): 3 clusters
  Score: Raw -5140955.468667 + Penalty 5170.012183 = -5135785.456484
  nChanged 185
		SP:Iteration 44Q (8880.240000 sec): 3 clusters
  Score: Raw -5141020.998691 + Penalty 5170.012183 = -5135850.986508
  nChanged 163
		SP:Iteration 45Q (8880.330000 sec): 3 clusters
  Score: Raw -5141074.705196 + Penalty 5170.012183 = -5135904.693013
  nChanged 136
		SP:Iteration 46Q (8880.430000 sec): 3 clusters
  Score: Raw -5141116.940593 + Penalty 5170.012183 = -5135946.928410
  nChanged 118
		SP:Iteration 47Q (8880.530000 sec): 3 clusters
  Score: Raw -5141151.059152 + Penalty 5170.012183 = -5135981.046969
  nChanged 108
		SP:Iteration 48Q (8880.620000 sec): 3 clusters
  Score: Raw -5141180.137882 + Penalty 5170.012183 = -5136010.125699
  nChanged 100
		SP:Iteration 49Q (8880.720000 sec): 3 clusters
  Score: Raw -5141207.674440 + Penalty 5170.012183 = -5136037.662257
  nChanged 93
		SP:Iteration 50Q (8880.810000 sec): 3 clusters
  Score: Raw -5141235.329635 + Penalty 5170.012183 = -5136065.317452
  nChanged 88
		SP:Iteration 51Q (8880.910000 sec): 3 clusters
  Score: Raw -5141260.754151 + Penalty 5170.012183 = -5136090.741968
  nChanged 81
		SP:Iteration 52Q (8881.000000 sec): 3 clusters
  Score: Raw -5141285.776105 + Penalty 5170.012183 = -5136115.763922
  nChanged 77
		SP:Iteration 53Q (8881.100000 sec): 3 clusters
  Score: Raw -5141308.014611 + Penalty 5170.012183 = -5136138.002428
  nChanged 68
		SP:Iteration 54Q (8881.190000 sec): 3 clusters
  Score: Raw -5141324.767893 + Penalty 5170.012183 = -5136154.755710
  nChanged 58
		SP:Iteration 55Q (8881.280000 sec): 3 clusters
  Score: Raw -5141340.902361 + Penalty 5170.012183 = -5136170.890178
  nChanged 53
		SP:Iteration 56Q (8881.370000 sec): 3 clusters
  Score: Raw -5141353.480719 + Penalty 5170.012183 = -5136183.468536
  nChanged 40
		SP:Iteration 57Q (8881.470000 sec): 3 clusters
  Score: Raw -5141364.351727 + Penalty 5170.012183 = -5136194.339544
  nChanged 45
		SP:Iteration 58Q (8881.560000 sec): 3 clusters
  Score: Raw -5141377.600700 + Penalty 5170.012183 = -5136207.588517
  nChanged 47
		SP:Iteration 59Q (8881.650000 sec): 3 clusters
  Score: Raw -5141390.556477 + Penalty 5170.012183 = -5136220.544294
  nChanged 57
		SP:Iteration 60F (8881.770000 sec): 3 clusters
  Score: Raw -5141407.039714 + Penalty 5170.012183 = -5136237.027531
  nChanged 44
		SP:Iteration 61Q (8881.860000 sec): 3 clusters
  Score: Raw -5141420.793940 + Penalty 5170.012183 = -5136250.781757
  nChanged 37
		SP:Iteration 62Q (8881.950000 sec): 3 clusters
  Score: Raw -5141430.557004 + Penalty 5170.012183 = -5136260.544821
  nChanged 36
		SP:Iteration 63Q (8882.050000 sec): 3 clusters
  Score: Raw -5141439.973956 + Penalty 5170.012183 = -5136269.961773
  nChanged 44
		SP:Iteration 64Q (8882.140000 sec): 3 clusters
  Score: Raw -5141450.461630 + Penalty 5170.012183 = -5136280.449447
  nChanged 35
		SP:Iteration 65Q (8882.230000 sec): 3 clusters
  Score: Raw -5141458.733871 + Penalty 5170.012183 = -5136288.721688
  nChanged 34
		SP:Iteration 66Q (8882.320000 sec): 3 clusters
  Score: Raw -5141466.681040 + Penalty 5170.012183 = -5136296.668857
  nChanged 31
		SP:Iteration 67Q (8882.420000 sec): 3 clusters
  Score: Raw -5141475.501919 + Penalty 5170.012183 = -5136305.489736
  nChanged 29
		SP:Iteration 68Q (8882.510000 sec): 3 clusters
  Score: Raw -5141483.039218 + Penalty 5170.012183 = -5136313.027035
  nChanged 15
		SP:Iteration 69Q (8882.610000 sec): 3 clusters
  Score: Raw -5141486.761944 + Penalty 5170.012183 = -5136316.749760
  nChanged 17
		SP:Iteration 70Q (8882.690000 sec): 3 clusters
  Score: Raw -5141491.115748 + Penalty 5170.012183 = -5136321.103565
  nChanged 15
		SP:Iteration 71Q (8882.790000 sec): 3 clusters
  Score: Raw -5141494.267400 + Penalty 5170.012183 = -5136324.255217
  nChanged 20
		SP:Iteration 72Q (8882.880000 sec): 3 clusters
  Score: Raw -5141498.449530 + Penalty 5170.012183 = -5136328.437347
  nChanged 21
		SP:Iteration 73Q (8882.970000 sec): 3 clusters
  Score: Raw -5141502.067434 + Penalty 5170.012183 = -5136332.055251
  nChanged 13
		SP:Iteration 74Q (8883.070000 sec): 3 clusters
  Score: Raw -5141504.981197 + Penalty 5170.012183 = -5136334.969014
  nChanged 11
		SP:Iteration 75Q (8883.150000 sec): 3 clusters
  Score: Raw -5141506.991378 + Penalty 5170.012183 = -5136336.979195
  nChanged 5
		SP:Iteration 76Q (8883.250000 sec): 3 clusters
  Score: Raw -5141507.649281 + Penalty 5170.012183 = -5136337.637098
  nChanged 5
		SP:Iteration 77Q (8883.340000 sec): 3 clusters
  Score: Raw -5141508.530549 + Penalty 5170.012183 = -5136338.518366
  nChanged 3
		SP:Iteration 78Q (8883.430000 sec): 3 clusters
  Score: Raw -5141509.133590 + Penalty 5170.012183 = -5136339.121407
  nChanged 3
		SP:Iteration 79Q (8883.530000 sec): 3 clusters
  Score: Raw -5141509.604751 + Penalty 5170.012183 = -5136339.592568
  nChanged 2
		SP:Iteration 80F (8883.640000 sec): 3 clusters
  Score: Raw -5141509.946288 + Penalty 5170.012183 = -5136339.934105
  nChanged 3
		SP:Iteration 81Q (8883.730000 sec): 3 clusters
  Score: Raw -5141510.393251 + Penalty 5170.012183 = -5136340.381068
  nChanged 1
		SP:Iteration 82Q (8883.820000 sec): 3 clusters
  Score: Raw -5141510.709690 + Penalty 5170.012183 = -5136340.697507
  nChanged 2
		SP:Iteration 83Q (8883.910000 sec): 3 clusters
  Score: Raw -5141511.006975 + Penalty 5170.012183 = -5136340.994792
  nChanged 2
		SP:Iteration 84Q (8884.010000 sec): 3 clusters
  Score: Raw -5141511.678218 + Penalty 5170.012183 = -5136341.666035
  nChanged 4
		SP:Iteration 85Q (8884.090000 sec): 3 clusters
  Score: Raw -5141512.173531 + Penalty 5170.012183 = -5136342.161348
  nChanged 4
		SP:Iteration 86Q (8884.190000 sec): 3 clusters
  Score: Raw -5141512.654371 + Penalty 5170.012183 = -5136342.642188
  nChanged 0
		SP:Iteration 87F (8884.300000 sec): 3 clusters
  Score: Raw -5141512.654371 + Penalty 5170.012183 = -5136342.642188
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.320000 sec): 2 clusters
  Score: Raw -141751.663836 + Penalty 1732.668482 = -140018.995354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.330000 sec): 3 clusters
  Score: Raw -141503.701203 + Penalty 3465.336964 = -138038.364239
  nChanged 311
		SP:Iteration 1F (8884.330000 sec): 3 clusters
  Score: Raw -141861.901028 + Penalty 3465.336964 = -138396.564064
  nChanged 68
		SP:Iteration 2F (8884.330000 sec): 3 clusters
  Score: Raw -141953.747693 + Penalty 3465.336964 = -138488.410729
  nChanged 41
		SP:Iteration 3Q (8884.340000 sec): 3 clusters
  Score: Raw -142016.761911 + Penalty 3465.336964 = -138551.424947
  nChanged 32
		SP:Iteration 4Q (8884.340000 sec): 3 clusters
  Score: Raw -142058.689031 + Penalty 3465.336964 = -138593.352067
  nChanged 25
		SP:Iteration 5Q (8884.350000 sec): 3 clusters
  Score: Raw -142117.567097 + Penalty 3465.336964 = -138652.230133
  nChanged 27
		SP:Iteration 6Q (8884.350000 sec): 3 clusters
  Score: Raw -142163.836216 + Penalty 3465.336964 = -138698.499252
  nChanged 22
		SP:Iteration 7Q (8884.350000 sec): 3 clusters
  Score: Raw -142199.536890 + Penalty 3465.336964 = -138734.199926
  nChanged 21
		SP:Iteration 8Q (8884.350000 sec): 3 clusters
  Score: Raw -142232.754162 + Penalty 3465.336964 = -138767.417198
  nChanged 23
		SP:Iteration 9Q (8884.360000 sec): 3 clusters
  Score: Raw -142275.524751 + Penalty 3465.336964 = -138810.187787
  nChanged 17
		SP:Iteration 10Q (8884.360000 sec): 3 clusters
  Score: Raw -142300.389613 + Penalty 3465.336964 = -138835.052649
  nChanged 7
		SP:Iteration 11Q (8884.370000 sec): 3 clusters
  Score: Raw -142307.494651 + Penalty 3465.336964 = -138842.157687
  nChanged 5
		SP:Iteration 12Q (8884.370000 sec): 3 clusters
  Score: Raw -142313.384500 + Penalty 3465.336964 = -138848.047536
  nChanged 5
		SP:Iteration 13Q (8884.370000 sec): 3 clusters
  Score: Raw -142321.164571 + Penalty 3465.336964 = -138855.827608
  nChanged 5
		SP:Iteration 14Q (8884.370000 sec): 3 clusters
  Score: Raw -142334.072457 + Penalty 3465.336964 = -138868.735493
  nChanged 7
		SP:Iteration 15Q (8884.380000 sec): 3 clusters
  Score: Raw -142354.092159 + Penalty 3465.336964 = -138888.755195
  nChanged 8
		SP:Iteration 16Q (8884.380000 sec): 3 clusters
  Score: Raw -142368.356303 + Penalty 3465.336964 = -138903.019339
  nChanged 4
		SP:Iteration 17Q (8884.390000 sec): 3 clusters
  Score: Raw -142374.496461 + Penalty 3465.336964 = -138909.159498
  nChanged 6
		SP:Iteration 18Q (8884.390000 sec): 3 clusters
  Score: Raw -142381.078459 + Penalty 3465.336964 = -138915.741495
  nChanged 2
		SP:Iteration 19Q (8884.390000 sec): 3 clusters
  Score: Raw -142382.549225 + Penalty 3465.336964 = -138917.212261
  nChanged 2
		SP:Iteration 20F (8884.400000 sec): 3 clusters
  Score: Raw -142384.791994 + Penalty 3465.336964 = -138919.455030
  nChanged 3
		SP:Iteration 21Q (8884.400000 sec): 3 clusters
  Score: Raw -142387.625431 + Penalty 3465.336964 = -138922.288468
  nChanged 1
		SP:Iteration 22Q (8884.400000 sec): 3 clusters
  Score: Raw -142388.895460 + Penalty 3465.336964 = -138923.558496
  nChanged 1
		SP:Iteration 23Q (8884.410000 sec): 3 clusters
  Score: Raw -142389.493575 + Penalty 3465.336964 = -138924.156611
  nChanged 1
		SP:Iteration 24Q (8884.410000 sec): 3 clusters
  Score: Raw -142390.999096 + Penalty 3465.336964 = -138925.662132
  nChanged 3
		SP:Iteration 25Q (8884.410000 sec): 3 clusters
  Score: Raw -142393.123170 + Penalty 3465.336964 = -138927.786206
  nChanged 1
		SP:Iteration 26Q (8884.420000 sec): 3 clusters
  Score: Raw -142394.597599 + Penalty 3465.336964 = -138929.260635
  nChanged 3
		SP:Iteration 27Q (8884.420000 sec): 3 clusters
  Score: Raw -142403.187684 + Penalty 3465.336964 = -138937.850721
  nChanged 3
		SP:Iteration 28Q (8884.420000 sec): 3 clusters
  Score: Raw -142404.745413 + Penalty 3465.336964 = -138939.408449
  nChanged 1
		SP:Iteration 29Q (8884.430000 sec): 3 clusters
  Score: Raw -142405.554360 + Penalty 3465.336964 = -138940.217396
  nChanged 1
		SP:Iteration 30Q (8884.430000 sec): 3 clusters
  Score: Raw -142406.695245 + Penalty 3465.336964 = -138941.358281
  nChanged 1
		SP:Iteration 31Q (8884.430000 sec): 3 clusters
  Score: Raw -142408.727032 + Penalty 3465.336964 = -138943.390068
  nChanged 2
		SP:Iteration 32Q (8884.440000 sec): 3 clusters
  Score: Raw -142411.688265 + Penalty 3465.336964 = -138946.351301
  nChanged 3
		SP:Iteration 33Q (8884.440000 sec): 3 clusters
  Score: Raw -142416.064264 + Penalty 3465.336964 = -138950.727300
  nChanged 4
		SP:Iteration 34Q (8884.440000 sec): 3 clusters
  Score: Raw -142421.052951 + Penalty 3465.336964 = -138955.715987
  nChanged 3
		SP:Iteration 35Q (8884.450000 sec): 3 clusters
  Score: Raw -142423.884320 + Penalty 3465.336964 = -138958.547356
  nChanged 2
		SP:Iteration 36Q (8884.450000 sec): 3 clusters
  Score: Raw -142424.890984 + Penalty 3465.336964 = -138959.554020
  nChanged 1
		SP:Iteration 37Q (8884.450000 sec): 3 clusters
  Score: Raw -142426.072700 + Penalty 3465.336964 = -138960.735736
  nChanged 1
		SP:Iteration 38Q (8884.450000 sec): 3 clusters
  Score: Raw -142426.646306 + Penalty 3465.336964 = -138961.309342
  nChanged 2
		SP:Iteration 39Q (8884.460000 sec): 3 clusters
  Score: Raw -142427.946387 + Penalty 3465.336964 = -138962.609423
  nChanged 1
		SP:Iteration 40F (8884.460000 sec): 3 clusters
  Score: Raw -142428.126218 + Penalty 3465.336964 = -138962.789254
  nChanged 1
		SP:Iteration 41Q (8884.470000 sec): 3 clusters
  Score: Raw -142429.450216 + Penalty 3465.336964 = -138964.113252
  nChanged 0
		SP:Iteration 42F (8884.470000 sec): 3 clusters
  Score: Raw -142429.450216 + Penalty 3465.336964 = -138964.113252
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.470000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.470000 sec): 3 clusters
  Score: Raw -31540.208994 + Penalty 2705.839273 = -28834.369721
  nChanged 27
		SP:Iteration 1F (8884.470000 sec): 3 clusters
  Score: Raw -31665.470840 + Penalty 2705.839273 = -28959.631567
  nChanged 9
		SP:Iteration 2Q (8884.470000 sec): 3 clusters
  Score: Raw -31721.577326 + Penalty 2705.839273 = -29015.738053
  nChanged 4
		SP:Iteration 3Q (8884.480000 sec): 3 clusters
  Score: Raw -31765.121038 + Penalty 2705.839273 = -29059.281765
  nChanged 5
		SP:Iteration 4Q (8884.480000 sec): 3 clusters
  Score: Raw -31799.268846 + Penalty 2705.839273 = -29093.429572
  nChanged 6
		SP:Iteration 5Q (8884.480000 sec): 3 clusters
  Score: Raw -31841.571213 + Penalty 2705.839273 = -29135.731939
  nChanged 3
		SP:Iteration 6Q (8884.480000 sec): 3 clusters
  Score: Raw -31856.589255 + Penalty 2705.839273 = -29150.749982
  nChanged 0
		SP:Iteration 7F (8884.480000 sec): 3 clusters
  Score: Raw -31856.589255 + Penalty 2705.839273 = -29150.749982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.480000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.490000 sec): 3 clusters
  Score: Raw -77806.112013 + Penalty 3172.049753 = -74634.062260
  nChanged 137
		SP:Iteration 1F (8884.490000 sec): 3 clusters
  Score: Raw -78207.810089 + Penalty 3172.049753 = -75035.760337
  nChanged 49
		SP:Iteration 2F (8884.490000 sec): 3 clusters
  Score: Raw -78362.988096 + Penalty 3172.049753 = -75190.938344
  nChanged 30
		SP:Iteration 3F (8884.490000 sec): 3 clusters
  Score: Raw -78461.224149 + Penalty 3172.049753 = -75289.174397
  nChanged 23
		SP:Iteration 4Q (8884.490000 sec): 3 clusters
  Score: Raw -78542.825409 + Penalty 3172.049753 = -75370.775656
  nChanged 16
		SP:Iteration 5Q (8884.490000 sec): 3 clusters
  Score: Raw -78643.817780 + Penalty 3172.049753 = -75471.768028
  nChanged 16
		SP:Iteration 6Q (8884.500000 sec): 3 clusters
  Score: Raw -78704.199928 + Penalty 3172.049753 = -75532.150176
  nChanged 12
		SP:Iteration 7Q (8884.500000 sec): 3 clusters
  Score: Raw -78740.752481 + Penalty 3172.049753 = -75568.702728
  nChanged 7
		SP:Iteration 8Q (8884.500000 sec): 3 clusters
  Score: Raw -78779.711142 + Penalty 3172.049753 = -75607.661389
  nChanged 4
		SP:Iteration 9Q (8884.500000 sec): 3 clusters
  Score: Raw -78792.231129 + Penalty 3172.049753 = -75620.181376
  nChanged 0
		SP:Iteration 10F (8884.500000 sec): 3 clusters
  Score: Raw -78792.231129 + Penalty 3172.049753 = -75620.181376
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.510000 sec): 2 clusters
  Score: Raw -24575.550785 + Penalty 1363.297720 = -23212.253065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.510000 sec): 3 clusters
  Score: Raw -24796.829903 + Penalty 2726.595440 = -22070.234464
  nChanged 29
		SP:Iteration 1F (8884.510000 sec): 3 clusters
  Score: Raw -25052.257997 + Penalty 2726.595440 = -22325.662557
  nChanged 12
		SP:Iteration 2Q (8884.510000 sec): 3 clusters
  Score: Raw -25254.389549 + Penalty 2726.595440 = -22527.794110
  nChanged 6
		SP:Iteration 3Q (8884.510000 sec): 3 clusters
  Score: Raw -25281.744649 + Penalty 2726.595440 = -22555.149209
  nChanged 6
		SP:Iteration 4Q (8884.510000 sec): 3 clusters
  Score: Raw -25327.146646 + Penalty 2726.595440 = -22600.551206
  nChanged 3
		SP:Iteration 5Q (8884.510000 sec): 3 clusters
  Score: Raw -25351.889583 + Penalty 2726.595440 = -22625.294144
  nChanged 5
		SP:Iteration 6Q (8884.510000 sec): 3 clusters
  Score: Raw -25401.595651 + Penalty 2726.595440 = -22675.000211
  nChanged 0
		SP:Iteration 7F (8884.510000 sec): 3 clusters
  Score: Raw -25401.595651 + Penalty 2726.595440 = -22675.000211
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.510000 sec): 2 clusters
  Score: Raw -33339.247056 + Penalty 1391.149005 = -31948.098051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.520000 sec): 3 clusters
  Score: Raw -33576.708366 + Penalty 2782.298010 = -30794.410355
  nChanged 44
		SP:Iteration 1F (8884.520000 sec): 3 clusters
  Score: Raw -33852.980955 + Penalty 2782.298010 = -31070.682945
  nChanged 11
		SP:Iteration 2Q (8884.520000 sec): 3 clusters
  Score: Raw -33899.365862 + Penalty 2782.298010 = -31117.067851
  nChanged 4
		SP:Iteration 3Q (8884.520000 sec): 3 clusters
  Score: Raw -33922.773349 + Penalty 2782.298010 = -31140.475338
  nChanged 3
		SP:Iteration 4Q (8884.520000 sec): 3 clusters
  Score: Raw -33947.356209 + Penalty 2782.298010 = -31165.058198
  nChanged 6
		SP:Iteration 5Q (8884.520000 sec): 3 clusters
  Score: Raw -33976.037060 + Penalty 2782.298010 = -31193.739049
  nChanged 2
		SP:Iteration 6Q (8884.520000 sec): 3 clusters
  Score: Raw -33984.859424 + Penalty 2782.298010 = -31202.561414
  nChanged 2
		SP:Iteration 7Q (8884.520000 sec): 3 clusters
  Score: Raw -34000.674857 + Penalty 2782.298010 = -31218.376847
  nChanged 2
		SP:Iteration 8Q (8884.520000 sec): 3 clusters
  Score: Raw -34021.593083 + Penalty 2782.298010 = -31239.295073
  nChanged 3
		SP:Iteration 9Q (8884.530000 sec): 3 clusters
  Score: Raw -34046.766030 + Penalty 2782.298010 = -31264.468019
  nChanged 2
		SP:Iteration 10Q (8884.530000 sec): 3 clusters
  Score: Raw -34070.893723 + Penalty 2782.298010 = -31288.595712
  nChanged 1
		SP:Iteration 11Q (8884.530000 sec): 3 clusters
  Score: Raw -34076.248803 + Penalty 2782.298010 = -31293.950792
  nChanged 1
		SP:Iteration 12Q (8884.530000 sec): 3 clusters
  Score: Raw -34083.310578 + Penalty 2782.298010 = -31301.012567
  nChanged 0
		SP:Iteration 13F (8884.530000 sec): 3 clusters
  Score: Raw -34083.310578 + Penalty 2782.298010 = -31301.012567
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (220 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.530000 sec): 2 clusters
  Score: Raw -29705.057368 + Penalty 1337.619631 = -28367.437737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.530000 sec): 3 clusters
  Score: Raw -29914.924859 + Penalty 2675.239263 = -27239.685596
  nChanged 23
		SP:Iteration 1F (8884.530000 sec): 3 clusters
  Score: Raw -30008.323905 + Penalty 2675.239263 = -27333.084642
  nChanged 7
		SP:Iteration 2Q (8884.530000 sec): 3 clusters
  Score: Raw -30040.975868 + Penalty 2675.239263 = -27365.736605
  nChanged 1
		SP:Iteration 3Q (8884.530000 sec): 3 clusters
  Score: Raw -30051.040250 + Penalty 2675.239263 = -27375.800987
  nChanged 2
		SP:Iteration 4Q (8884.530000 sec): 3 clusters
  Score: Raw -30067.859326 + Penalty 2675.239263 = -27392.620063
  nChanged 0
		SP:Iteration 5F (8884.530000 sec): 3 clusters
  Score: Raw -30067.859326 + Penalty 2675.239263 = -27392.620063
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.540000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.540000 sec): 3 clusters
  Score: Raw -55091.375993 + Penalty 2975.472535 = -52115.903458
  nChanged 60
		SP:Iteration 1F (8884.540000 sec): 3 clusters
  Score: Raw -55236.171269 + Penalty 2975.472535 = -52260.698734
  nChanged 24
		SP:Iteration 2F (8884.540000 sec): 3 clusters
  Score: Raw -55310.987915 + Penalty 2975.472535 = -52335.515381
  nChanged 14
		SP:Iteration 3Q (8884.540000 sec): 3 clusters
  Score: Raw -55355.184429 + Penalty 2975.472535 = -52379.711894
  nChanged 7
		SP:Iteration 4Q (8884.550000 sec): 3 clusters
  Score: Raw -55374.608150 + Penalty 2975.472535 = -52399.135615
  nChanged 3
		SP:Iteration 5Q (8884.550000 sec): 3 clusters
  Score: Raw -55384.317005 + Penalty 2975.472535 = -52408.844470
  nChanged 1
		SP:Iteration 6Q (8884.550000 sec): 3 clusters
  Score: Raw -55386.613597 + Penalty 2975.472535 = -52411.141062
  nChanged 0
		SP:Iteration 7F (8884.550000 sec): 3 clusters
  Score: Raw -55386.613597 + Penalty 2975.472535 = -52411.141062
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.550000 sec): 2 clusters
  Score: Raw -17577.559976 + Penalty 1308.972435 = -16268.587541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.550000 sec): 3 clusters
  Score: Raw -18116.419310 + Penalty 2617.944871 = -15498.474439
  nChanged 25
		SP:Iteration 1F (8884.550000 sec): 3 clusters
  Score: Raw -18229.842877 + Penalty 2617.944871 = -15611.898006
  nChanged 11
		SP:Iteration 2F (8884.550000 sec): 3 clusters
  Score: Raw -18306.634345 + Penalty 2617.944871 = -15688.689474
  nChanged 4
		SP:Iteration 3Q (8884.550000 sec): 3 clusters
  Score: Raw -18332.667239 + Penalty 2617.944871 = -15714.722368
  nChanged 3
		SP:Iteration 4Q (8884.550000 sec): 3 clusters
  Score: Raw -18343.337190 + Penalty 2617.944871 = -15725.392319
  nChanged 4
		SP:Iteration 5Q (8884.550000 sec): 3 clusters
  Score: Raw -18354.784423 + Penalty 2617.944871 = -15736.839552
  nChanged 3
		SP:Iteration 6Q (8884.560000 sec): 3 clusters
  Score: Raw -18370.396225 + Penalty 2617.944871 = -15752.451354
  nChanged 5
		SP:Iteration 7Q (8884.560000 sec): 3 clusters
  Score: Raw -18395.376031 + Penalty 2617.944871 = -15777.431160
  nChanged 1
		SP:Iteration 8Q (8884.560000 sec): 3 clusters
  Score: Raw -18401.097506 + Penalty 2617.944871 = -15783.152635
  nChanged 1
		SP:Iteration 9Q (8884.560000 sec): 3 clusters
  Score: Raw -18406.665959 + Penalty 2617.944871 = -15788.721088
  nChanged 1
		SP:Iteration 10Q (8884.560000 sec): 3 clusters
  Score: Raw -18414.075544 + Penalty 2617.944871 = -15796.130673
  nChanged 2
		SP:Iteration 11Q (8884.560000 sec): 3 clusters
  Score: Raw -18455.956512 + Penalty 2617.944871 = -15838.011641
  nChanged 0
		SP:Iteration 12F (8884.560000 sec): 3 clusters
  Score: Raw -18458.530363 + Penalty 2617.944871 = -15840.585492
  nChanged 1
		SP:Iteration 13Q (8884.560000 sec): 3 clusters
  Score: Raw -18464.594863 + Penalty 2617.944871 = -15846.649992
  nChanged 0
		SP:Iteration 14F (8884.560000 sec): 3 clusters
  Score: Raw -18464.594863 + Penalty 2617.944871 = -15846.649992
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.560000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.570000 sec): 3 clusters
  Score: Raw -29585.568490 + Penalty 2686.385799 = -26899.182690
  nChanged 20
		SP:Iteration 1F (8884.570000 sec): 3 clusters
  Score: Raw -29684.607558 + Penalty 2686.385799 = -26998.221759
  nChanged 5
		SP:Iteration 2Q (8884.570000 sec): 3 clusters
  Score: Raw -29703.741175 + Penalty 2686.385799 = -27017.355375
  nChanged 1
		SP:Iteration 3Q (8884.570000 sec): 3 clusters
  Score: Raw -29705.315768 + Penalty 2686.385799 = -27018.929969
  nChanged 0
		SP:Iteration 4F (8884.570000 sec): 3 clusters
  Score: Raw -29705.315768 + Penalty 2686.385799 = -27018.929969
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.570000 sec): 2 clusters
  Score: Raw -46074.767155 + Penalty 1447.033063 = -44627.734092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.570000 sec): 3 clusters
  Score: Raw -46272.695384 + Penalty 2894.066126 = -43378.629259
  nChanged 63
		SP:Iteration 1F (8884.570000 sec): 3 clusters
  Score: Raw -46472.451785 + Penalty 2894.066126 = -43578.385660
  nChanged 18
		SP:Iteration 2F (8884.570000 sec): 3 clusters
  Score: Raw -46517.852207 + Penalty 2894.066126 = -43623.786081
  nChanged 8
		SP:Iteration 3Q (8884.570000 sec): 3 clusters
  Score: Raw -46546.351644 + Penalty 2894.066126 = -43652.285518
  nChanged 4
		SP:Iteration 4Q (8884.580000 sec): 3 clusters
  Score: Raw -46578.044619 + Penalty 2894.066126 = -43683.978493
  nChanged 2
		SP:Iteration 5Q (8884.580000 sec): 3 clusters
  Score: Raw -46585.992032 + Penalty 2894.066126 = -43691.925907
  nChanged 0
		SP:Iteration 6F (8884.580000 sec): 3 clusters
  Score: Raw -46585.992032 + Penalty 2894.066126 = -43691.925907
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.580000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.580000 sec): 3 clusters
  Score: Raw -55254.616734 + Penalty 3005.325105 = -52249.291629
  nChanged 75
		SP:Iteration 1F (8884.590000 sec): 3 clusters
  Score: Raw -55434.704833 + Penalty 3005.325105 = -52429.379728
  nChanged 26
		SP:Iteration 2F (8884.590000 sec): 3 clusters
  Score: Raw -55514.275846 + Penalty 3005.325105 = -52508.950741
  nChanged 17
		SP:Iteration 3Q (8884.590000 sec): 3 clusters
  Score: Raw -55609.800749 + Penalty 3005.325105 = -52604.475644
  nChanged 13
		SP:Iteration 4Q (8884.590000 sec): 3 clusters
  Score: Raw -55694.062391 + Penalty 3005.325105 = -52688.737286
  nChanged 17
		SP:Iteration 5Q (8884.590000 sec): 3 clusters
  Score: Raw -55763.096586 + Penalty 3005.325105 = -52757.771481
  nChanged 14
		SP:Iteration 6Q (8884.590000 sec): 3 clusters
  Score: Raw -55817.084732 + Penalty 3005.325105 = -52811.759627
  nChanged 12
		SP:Iteration 7Q (8884.590000 sec): 3 clusters
  Score: Raw -55875.300665 + Penalty 3005.325105 = -52869.975560
  nChanged 10
		SP:Iteration 8Q (8884.590000 sec): 3 clusters
  Score: Raw -55909.943875 + Penalty 3005.325105 = -52904.618770
  nChanged 4
		SP:Iteration 9Q (8884.600000 sec): 3 clusters
  Score: Raw -55927.960670 + Penalty 3005.325105 = -52922.635565
  nChanged 5
		SP:Iteration 10Q (8884.600000 sec): 3 clusters
  Score: Raw -55946.483255 + Penalty 3005.325105 = -52941.158150
  nChanged 5
		SP:Iteration 11Q (8884.600000 sec): 3 clusters
  Score: Raw -55962.929080 + Penalty 3005.325105 = -52957.603975
  nChanged 3
		SP:Iteration 12Q (8884.600000 sec): 3 clusters
  Score: Raw -55970.818807 + Penalty 3005.325105 = -52965.493702
  nChanged 0
		SP:Iteration 13F (8884.600000 sec): 3 clusters
  Score: Raw -55970.818807 + Penalty 3005.325105 = -52965.493702
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 39 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.600000 sec): 2 clusters
  Score: Raw -22896.629861 + Penalty 1287.853299 = -21608.776562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.610000 sec): 3 clusters
  Score: Raw -23174.922207 + Penalty 2575.706598 = -20599.215609
  nChanged 16
		SP:Iteration 1F (8884.610000 sec): 3 clusters
  Score: Raw -23241.219279 + Penalty 2575.706598 = -20665.512681
  nChanged 3
		SP:Iteration 2Q (8884.610000 sec): 3 clusters
  Score: Raw -23252.115778 + Penalty 2575.706598 = -20676.409180
  nChanged 1
		SP:Iteration 3Q (8884.610000 sec): 3 clusters
  Score: Raw -23256.066069 + Penalty 2575.706598 = -20680.359471
  nChanged 0
		SP:Iteration 4F (8884.610000 sec): 3 clusters
  Score: Raw -23256.066069 + Penalty 2575.706598 = -20680.359471
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.610000 sec): 2 clusters
  Score: Raw -68690.960353 + Penalty 1547.104507 = -67143.855846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.610000 sec): 3 clusters
  Score: Raw -68720.639017 + Penalty 3094.209014 = -65626.430003
  nChanged 90
		SP:Iteration 1F (8884.610000 sec): 3 clusters
  Score: Raw -68880.815630 + Penalty 3094.209014 = -65786.606616
  nChanged 28
		SP:Iteration 2F (8884.610000 sec): 3 clusters
  Score: Raw -68943.511037 + Penalty 3094.209014 = -65849.302023
  nChanged 14
		SP:Iteration 3Q (8884.620000 sec): 3 clusters
  Score: Raw -68976.459607 + Penalty 3094.209014 = -65882.250593
  nChanged 19
		SP:Iteration 4Q (8884.620000 sec): 3 clusters
  Score: Raw -69025.518970 + Penalty 3094.209014 = -65931.309956
  nChanged 10
		SP:Iteration 5Q (8884.620000 sec): 3 clusters
  Score: Raw -69049.527111 + Penalty 3094.209014 = -65955.318097
  nChanged 8
		SP:Iteration 6Q (8884.620000 sec): 3 clusters
  Score: Raw -69067.883847 + Penalty 3094.209014 = -65973.674833
  nChanged 6
		SP:Iteration 7Q (8884.630000 sec): 3 clusters
  Score: Raw -69079.671214 + Penalty 3094.209014 = -65985.462200
  nChanged 4
		SP:Iteration 8Q (8884.630000 sec): 3 clusters
  Score: Raw -69086.567879 + Penalty 3094.209014 = -65992.358865
  nChanged 2
		SP:Iteration 9Q (8884.630000 sec): 3 clusters
  Score: Raw -69091.301592 + Penalty 3094.209014 = -65997.092578
  nChanged 4
		SP:Iteration 10Q (8884.630000 sec): 3 clusters
  Score: Raw -69097.756293 + Penalty 3094.209014 = -66003.547279
  nChanged 3
		SP:Iteration 11Q (8884.630000 sec): 3 clusters
  Score: Raw -69103.740277 + Penalty 3094.209014 = -66009.531263
  nChanged 3
		SP:Iteration 12Q (8884.630000 sec): 3 clusters
  Score: Raw -69113.080245 + Penalty 3094.209014 = -66018.871231
  nChanged 0
		SP:Iteration 13F (8884.630000 sec): 3 clusters
  Score: Raw -69113.080245 + Penalty 3094.209014 = -66018.871231
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.630000 sec): 2 clusters
  Score: Raw -17507.566419 + Penalty 1347.563057 = -16160.003362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.630000 sec): 3 clusters
  Score: Raw -18008.907466 + Penalty 2695.126114 = -15313.781353
  nChanged 57
		SP:Iteration 1F (8884.630000 sec): 3 clusters
  Score: Raw -18473.797594 + Penalty 2695.126114 = -15778.671480
  nChanged 14
		SP:Iteration 2F (8884.630000 sec): 3 clusters
  Score: Raw -18691.398484 + Penalty 2695.126114 = -15996.272371
  nChanged 5
		SP:Iteration 3Q (8884.640000 sec): 3 clusters
  Score: Raw -18738.433629 + Penalty 2695.126114 = -16043.307516
  nChanged 3
		SP:Iteration 4Q (8884.640000 sec): 3 clusters
  Score: Raw -18759.225230 + Penalty 2695.126114 = -16064.099116
  nChanged 2
		SP:Iteration 5Q (8884.640000 sec): 3 clusters
  Score: Raw -18808.069482 + Penalty 2695.126114 = -16112.943369
  nChanged 1
		SP:Iteration 6Q (8884.640000 sec): 3 clusters
  Score: Raw -18813.896704 + Penalty 2695.126114 = -16118.770591
  nChanged 0
		SP:Iteration 7F (8884.640000 sec): 3 clusters
  Score: Raw -18813.896704 + Penalty 2695.126114 = -16118.770591
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 42 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.640000 sec): 2 clusters
  Score: Raw -25518.930557 + Penalty 1352.919637 = -24166.010921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.640000 sec): 3 clusters
  Score: Raw -25716.804080 + Penalty 2705.839273 = -23010.964807
  nChanged 28
		SP:Iteration 1F (8884.640000 sec): 3 clusters
  Score: Raw -25817.792405 + Penalty 2705.839273 = -23111.953132
  nChanged 9
		SP:Iteration 2Q (8884.650000 sec): 3 clusters
  Score: Raw -25852.872079 + Penalty 2705.839273 = -23147.032805
  nChanged 4
		SP:Iteration 3Q (8884.650000 sec): 3 clusters
  Score: Raw -25868.637146 + Penalty 2705.839273 = -23162.797872
  nChanged 2
		SP:Iteration 4Q (8884.650000 sec): 3 clusters
  Score: Raw -25877.635149 + Penalty 2705.839273 = -23171.795876
  nChanged 1
		SP:Iteration 5Q (8884.650000 sec): 3 clusters
  Score: Raw -25879.995558 + Penalty 2705.839273 = -23174.156285
  nChanged 2
		SP:Iteration 6Q (8884.650000 sec): 3 clusters
  Score: Raw -25884.621517 + Penalty 2705.839273 = -23178.782243
  nChanged 0
		SP:Iteration 7F (8884.650000 sec): 3 clusters
  Score: Raw -25884.621517 + Penalty 2705.839273 = -23178.782243
  nChanged 0
------ Evaluating fit on full set of 2436854 points ------
  Score: Raw -352963265.928084 + Penalty 149532.828906 = -352813733.099179
Time taken for this iteration:5363.960000 seconds.
 21->42 Clusters: Score -352813733.099179, best is -352692473.313345
THE BEST YET!

Main iterations: 0 (time per iteration =inf ms)
Total iterations: 19262 (time per iteration =470.042381 ms)

Def. Iteration metric 2:
Iteration_metric2 += (scalar)(nDims*nDims)*(scalar)(nPoints)
Iterations metric 2: 1108911224700.000000 (time per metric unit =8.164726ns)

Def. Iteration metric 3:
Iteration_metric3 += (scalar)(nDims*nDims)*(scalar)(nDims*nPoints)
Iterations metric 3: 33267336741000.000000 (time per metric unit=272.157535ps)

That took 9053.956351 seconds.
warning: commands will be executed using /bin/sh
job 5521 at Sun Apr  5 21:03:00 2015
FileBase	/isis1/Yuta/YutaData/YutaMouse32-150319/YutaMouse32-150319
ElecNo	3
UseFeatures	11111111111111111111111111111100000
DropLastNFeatures	0
UseDistributional	0
MaskStarts	500
MinClusters	20
MaxClusters	21
MaxPossibleClusters	200
nStarts	1
StartCluFile	
SplitEvery	40
SplitFirst	20
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
FullStepEvery	20
MaxIter	10000
RandomSeed	1
Debug	0
SplitInfo	1
Verbose	1
DistDump	0
DistThresh	6.907755
ChangedThresh	0.050000
Log	1
SaveTempCluEveryIter	0
Screen	1
PriorPoint	1
SaveSorted	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
RamLimitGB	-1.000000
AlwaysSplitBimodal	1
PointsForClusterMask	10.000000
MinMaskOverlap	0.000000
help	0
WARNING: You have chosen not to set a RAM limit, this may cause problems.
This run is expected to use between 9.08 and 13.62 GB of RAM.
Memory request: 4.54 GB would take us to total of 4.54 GB.
----------------------------------------------------------
Loaded 2436854 data points of dimension 30.
MEMO: A lower score indicates a better clustering 
 
Starting from 20 clusters...
Memory request: 1.51 GB would take us to total of 6.05 GB.
------ Running on subset of 812284 points ------
	SP: Assigned 20 initial classes randomly.
Deleting Class 11 (3160 points): Lose 1018.863460 but Gain 3374.686117
Iteration 0F (55.100000 sec): 19 clusters
  Score: Raw -109271146.625646 + Penalty 60744.350111 = -109210402.275534
  nChanged 768857
Deleting Class 2 (2397 points): Lose 2383.742902 but Gain 3374.686117
Iteration 1F (74.810000 sec): 18 clusters
  Score: Raw -115741614.441580 + Penalty 57369.663994 = -115684244.777586
  nChanged 264186
Deleting Class 3 (1875 points): Lose 2636.347275 but Gain 3374.686117
Iteration 2F (93.430000 sec): 17 clusters
  Score: Raw -116291989.224267 + Penalty 53994.977877 = -116237994.246390
  nChanged 157607
Deleting Class 6 (1877 points): Lose 2025.282323 but Gain 3374.686117
Iteration 3F (111.080000 sec): 16 clusters
  Score: Raw -116540239.590471 + Penalty 50620.291759 = -116489619.298711
  nChanged 99389
Iteration 4F (127.710000 sec): 16 clusters
  Score: Raw -116735699.566980 + Penalty 50620.291759 = -116685079.275221
  nChanged 77577
Iteration 5F (144.310000 sec): 16 clusters
  Score: Raw -117042771.226616 + Penalty 50620.291759 = -116992150.934856
  nChanged 63532
Iteration 6F (160.830000 sec): 16 clusters
  Score: Raw -117150722.424220 + Penalty 50620.291759 = -117100102.132460
  nChanged 51002
Iteration 7F (177.770000 sec): 16 clusters
  Score: Raw -117226441.635106 + Penalty 50620.291759 = -117175821.343347
  nChanged 43721
Iteration 8F (195.430000 sec): 16 clusters
  Score: Raw -117283179.834626 + Penalty 50620.291759 = -117232559.542866
  nChanged 38110
Iteration 9Q (202.220000 sec): 16 clusters
  Score: Raw -117321844.406074 + Penalty 50620.291759 = -117271224.114315
  nChanged 32122
Iteration 10Q (209.200000 sec): 16 clusters
  Score: Raw -117343703.108770 + Penalty 50620.291759 = -117293082.817011
  nChanged 27469
Iteration 11Q (215.480000 sec): 16 clusters
  Score: Raw -117359686.530270 + Penalty 50620.291759 = -117309066.238511
  nChanged 23637
Iteration 12Q (221.400000 sec): 16 clusters
  Score: Raw -117371966.351875 + Penalty 50620.291759 = -117321346.060116
  nChanged 19881
Iteration 13Q (227.240000 sec): 16 clusters
  Score: Raw -117380760.163007 + Penalty 50620.291759 = -117330139.871247
  nChanged 16325
Iteration 14Q (232.970000 sec): 16 clusters
  Score: Raw -117386205.531779 + Penalty 50620.291759 = -117335585.240020
  nChanged 13005
Iteration 15Q (238.630000 sec): 16 clusters
  Score: Raw -117389477.497215 + Penalty 50620.291759 = -117338857.205456
  nChanged 10649
Iteration 16Q (244.230000 sec): 16 clusters
  Score: Raw -117391553.154612 + Penalty 50620.291759 = -117340932.862852
  nChanged 8842
Iteration 17Q (249.820000 sec): 16 clusters
  Score: Raw -117392954.465397 + Penalty 50620.291759 = -117342334.173637
  nChanged 7442
Iteration 18Q (255.380000 sec): 16 clusters
  Score: Raw -117393979.526973 + Penalty 50620.291759 = -117343359.235213
  nChanged 6430
Iteration 19Q (260.940000 sec): 16 clusters
  Score: Raw -117394767.004331 + Penalty 50620.291759 = -117344146.712572
  nChanged 5615
Writing temp clu file 
Because OldScore, -117343359.235213, is greater than current (better) Score,-117344146.712572 
 Compute initial score before splitting:   Score: Raw -117394767.004331 + Penalty 50620.291759 = -117344146.712572
Memory request: 0.01 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (2341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (261.080000 sec): 2 clusters
  Score: Raw -339015.487845 + Penalty 1924.066700 = -337091.421145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (261.090000 sec): 3 clusters
  Score: Raw -338153.813646 + Penalty 3848.133400 = -334305.680246
  nChanged 777
		SP:Iteration 1F (261.090000 sec): 3 clusters
  Score: Raw -338918.802037 + Penalty 3848.133400 = -335070.668638
  nChanged 230
		SP:Iteration 2F (261.110000 sec): 3 clusters
  Score: Raw -339343.151311 + Penalty 3848.133400 = -335495.017911
  nChanged 192
		SP:Iteration 3F (261.110000 sec): 3 clusters
  Score: Raw -339709.805703 + Penalty 3848.133400 = -335861.672303
  nChanged 167
		SP:Iteration 4F (261.120000 sec): 3 clusters
  Score: Raw -340107.716501 + Penalty 3848.133400 = -336259.583101
  nChanged 163
		SP:Iteration 5F (261.130000 sec): 3 clusters
  Score: Raw -340541.137327 + Penalty 3848.133400 = -336693.003927
  nChanged 152
		SP:Iteration 6F (261.150000 sec): 3 clusters
  Score: Raw -340906.040628 + Penalty 3848.133400 = -337057.907228
  nChanged 116
		SP:Iteration 7Q (261.160000 sec): 3 clusters
  Score: Raw -341233.785403 + Penalty 3848.133400 = -337385.652003
  nChanged 75
		SP:Iteration 8Q (261.160000 sec): 3 clusters
  Score: Raw -341430.115429 + Penalty 3848.133400 = -337581.982029
  nChanged 56
		SP:Iteration 9Q (261.170000 sec): 3 clusters
  Score: Raw -341541.970691 + Penalty 3848.133400 = -337693.837291
  nChanged 47
		SP:Iteration 10Q (261.180000 sec): 3 clusters
  Score: Raw -341642.567784 + Penalty 3848.133400 = -337794.434384
  nChanged 59
		SP:Iteration 11Q (261.180000 sec): 3 clusters
  Score: Raw -341842.666046 + Penalty 3848.133400 = -337994.532647
  nChanged 62
		SP:Iteration 12Q (261.190000 sec): 3 clusters
  Score: Raw -342078.229840 + Penalty 3848.133400 = -338230.096440
  nChanged 36
		SP:Iteration 13Q (261.200000 sec): 3 clusters
  Score: Raw -342186.164277 + Penalty 3848.133400 = -338338.030878
  nChanged 27
		SP:Iteration 14Q (261.210000 sec): 3 clusters
  Score: Raw -342256.749863 + Penalty 3848.133400 = -338408.616463
  nChanged 18
		SP:Iteration 15Q (261.210000 sec): 3 clusters
  Score: Raw -342295.663226 + Penalty 3848.133400 = -338447.529826
  nChanged 12
		SP:Iteration 16Q (261.220000 sec): 3 clusters
  Score: Raw -342309.621294 + Penalty 3848.133400 = -338461.487894
  nChanged 3
		SP:Iteration 17Q (261.230000 sec): 3 clusters
  Score: Raw -342311.225041 + Penalty 3848.133400 = -338463.091641
  nChanged 1
		SP:Iteration 18Q (261.240000 sec): 3 clusters
  Score: Raw -342311.403491 + Penalty 3848.133400 = -338463.270091
  nChanged 0
		SP:Iteration 19F (261.240000 sec): 3 clusters
  Score: Raw -342311.403491 + Penalty 3848.133400 = -338463.270091
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 2.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (1873 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (261.260000 sec): 2 clusters
  Score: Raw -275274.500777 + Penalty 1868.753582 = -273405.747195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (261.260000 sec): 3 clusters
  Score: Raw -274618.458286 + Penalty 3737.507164 = -270880.951121
  nChanged 586
		SP:Iteration 1F (261.270000 sec): 3 clusters
  Score: Raw -275048.661034 + Penalty 3737.507164 = -271311.153869
  nChanged 130
		SP:Iteration 2F (261.280000 sec): 3 clusters
  Score: Raw -275182.694701 + Penalty 3737.507164 = -271445.187537
  nChanged 78
		SP:Iteration 3Q (261.280000 sec): 3 clusters
  Score: Raw -275255.410561 + Penalty 3737.507164 = -271517.903397
  nChanged 64
		SP:Iteration 4Q (261.290000 sec): 3 clusters
  Score: Raw -275306.863160 + Penalty 3737.507164 = -271569.355995
  nChanged 38
		SP:Iteration 5Q (261.300000 sec): 3 clusters
  Score: Raw -275337.317416 + Penalty 3737.507164 = -271599.810251
  nChanged 28
		SP:Iteration 6Q (261.310000 sec): 3 clusters
  Score: Raw -275364.194272 + Penalty 3737.507164 = -271626.687108
  nChanged 27
		SP:Iteration 7Q (261.320000 sec): 3 clusters
  Score: Raw -275388.121949 + Penalty 3737.507164 = -271650.614784
  nChanged 27
		SP:Iteration 8Q (261.320000 sec): 3 clusters
  Score: Raw -275412.668300 + Penalty 3737.507164 = -271675.161135
  nChanged 23
		SP:Iteration 9Q (261.330000 sec): 3 clusters
  Score: Raw -275430.586934 + Penalty 3737.507164 = -271693.079770
  nChanged 21
		SP:Iteration 10Q (261.340000 sec): 3 clusters
  Score: Raw -275449.709489 + Penalty 3737.507164 = -271712.202325
  nChanged 20
		SP:Iteration 11Q (261.340000 sec): 3 clusters
  Score: Raw -275465.576054 + Penalty 3737.507164 = -271728.068890
  nChanged 17
		SP:Iteration 12Q (261.350000 sec): 3 clusters
  Score: Raw -275477.840358 + Penalty 3737.507164 = -271740.333194
  nChanged 13
		SP:Iteration 13Q (261.360000 sec): 3 clusters
  Score: Raw -275488.883664 + Penalty 3737.507164 = -271751.376500
  nChanged 10
		SP:Iteration 14Q (261.360000 sec): 3 clusters
  Score: Raw -275501.936207 + Penalty 3737.507164 = -271764.429043
  nChanged 13
		SP:Iteration 15Q (261.370000 sec): 3 clusters
  Score: Raw -275513.492196 + Penalty 3737.507164 = -271775.985032
  nChanged 14
		SP:Iteration 16Q (261.380000 sec): 3 clusters
  Score: Raw -275528.081753 + Penalty 3737.507164 = -271790.574588
  nChanged 20
		SP:Iteration 17Q (261.390000 sec): 3 clusters
  Score: Raw -275543.630995 + Penalty 3737.507164 = -271806.123831
  nChanged 20
		SP:Iteration 18Q (261.400000 sec): 3 clusters
  Score: Raw -275558.213630 + Penalty 3737.507164 = -271820.706466
  nChanged 16
		SP:Iteration 19Q (261.400000 sec): 3 clusters
  Score: Raw -275572.179189 + Penalty 3737.507164 = -271834.672025
  nChanged 11
		SP:Iteration 20F (261.410000 sec): 3 clusters
  Score: Raw -275582.200039 + Penalty 3737.507164 = -271844.692875
  nChanged 11
		SP:Iteration 21Q (261.420000 sec): 3 clusters
  Score: Raw -275589.949826 + Penalty 3737.507164 = -271852.442662
  nChanged 13
		SP:Iteration 22Q (261.420000 sec): 3 clusters
  Score: Raw -275603.593703 + Penalty 3737.507164 = -271866.086538
  nChanged 16
		SP:Iteration 23Q (261.430000 sec): 3 clusters
  Score: Raw -275614.437590 + Penalty 3737.507164 = -271876.930425
  nChanged 10
		SP:Iteration 24Q (261.440000 sec): 3 clusters
  Score: Raw -275622.052220 + Penalty 3737.507164 = -271884.545056
  nChanged 10
		SP:Iteration 25Q (261.440000 sec): 3 clusters
  Score: Raw -275628.605132 + Penalty 3737.507164 = -271891.097968
  nChanged 10
		SP:Iteration 26Q (261.450000 sec): 3 clusters
  Score: Raw -275637.138407 + Penalty 3737.507164 = -271899.631243
  nChanged 7
		SP:Iteration 27Q (261.460000 sec): 3 clusters
  Score: Raw -275642.501594 + Penalty 3737.507164 = -271904.994430
  nChanged 10
		SP:Iteration 28Q (261.470000 sec): 3 clusters
  Score: Raw -275650.682399 + Penalty 3737.507164 = -271913.175235
  nChanged 13
		SP:Iteration 29Q (261.480000 sec): 3 clusters
  Score: Raw -275659.723501 + Penalty 3737.507164 = -271922.216336
  nChanged 8
		SP:Iteration 30Q (261.480000 sec): 3 clusters
  Score: Raw -275666.155082 + Penalty 3737.507164 = -271928.647918
  nChanged 7
		SP:Iteration 31Q (261.490000 sec): 3 clusters
  Score: Raw -275672.748380 + Penalty 3737.507164 = -271935.241216
  nChanged 7
		SP:Iteration 32Q (261.500000 sec): 3 clusters
  Score: Raw -275677.050858 + Penalty 3737.507164 = -271939.543694
  nChanged 2
		SP:Iteration 33Q (261.500000 sec): 3 clusters
  Score: Raw -275678.603235 + Penalty 3737.507164 = -271941.096071
  nChanged 3
		SP:Iteration 34Q (261.510000 sec): 3 clusters
  Score: Raw -275680.250023 + Penalty 3737.507164 = -271942.742858
  nChanged 3
		SP:Iteration 35Q (261.520000 sec): 3 clusters
  Score: Raw -275681.774740 + Penalty 3737.507164 = -271944.267576
  nChanged 3
		SP:Iteration 36Q (261.520000 sec): 3 clusters
  Score: Raw -275682.958548 + Penalty 3737.507164 = -271945.451383
  nChanged 2
		SP:Iteration 37Q (261.530000 sec): 3 clusters
  Score: Raw -275683.988648 + Penalty 3737.507164 = -271946.481483
  nChanged 2
		SP:Iteration 38Q (261.540000 sec): 3 clusters
  Score: Raw -275684.813622 + Penalty 3737.507164 = -271947.306458
  nChanged 0
		SP:Iteration 39F (261.550000 sec): 3 clusters
  Score: Raw -275684.813622 + Penalty 3737.507164 = -271947.306458
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (1175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (261.550000 sec): 2 clusters
  Score: Raw -147026.159700 + Penalty 1753.117810 = -145273.041891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (261.560000 sec): 3 clusters
  Score: Raw -146999.272264 + Penalty 3506.235620 = -143493.036644
  nChanged 397
		SP:Iteration 1F (261.560000 sec): 3 clusters
  Score: Raw -148139.650763 + Penalty 3506.235620 = -144633.415143
  nChanged 175
		SP:Iteration 2F (261.570000 sec): 3 clusters
  Score: Raw -149094.846835 + Penalty 3506.235620 = -145588.611215
  nChanged 109
		SP:Iteration 3F (261.570000 sec): 3 clusters
  Score: Raw -149649.074474 + Penalty 3506.235620 = -146142.838855
  nChanged 55
		SP:Iteration 4Q (261.570000 sec): 3 clusters
  Score: Raw -149954.704709 + Penalty 3506.235620 = -146448.469089
  nChanged 32
		SP:Iteration 5Q (261.580000 sec): 3 clusters
  Score: Raw -150063.219607 + Penalty 3506.235620 = -146556.983988
  nChanged 20
		SP:Iteration 6Q (261.580000 sec): 3 clusters
  Score: Raw -150218.499862 + Penalty 3506.235620 = -146712.264243
  nChanged 9
		SP:Iteration 7Q (261.580000 sec): 3 clusters
  Score: Raw -150280.246367 + Penalty 3506.235620 = -146774.010748
  nChanged 9
		SP:Iteration 8Q (261.590000 sec): 3 clusters
  Score: Raw -150291.257718 + Penalty 3506.235620 = -146785.022099
  nChanged 6
		SP:Iteration 9Q (261.590000 sec): 3 clusters
  Score: Raw -150298.997228 + Penalty 3506.235620 = -146792.761608
  nChanged 6
		SP:Iteration 10Q (261.600000 sec): 3 clusters
  Score: Raw -150309.819104 + Penalty 3506.235620 = -146803.583484
  nChanged 4
		SP:Iteration 11Q (261.600000 sec): 3 clusters
  Score: Raw -150314.993081 + Penalty 3506.235620 = -146808.757461
  nChanged 1
		SP:Iteration 12Q (261.600000 sec): 3 clusters
  Score: Raw -150316.550840 + Penalty 3506.235620 = -146810.315221
  nChanged 1
		SP:Iteration 13Q (261.600000 sec): 3 clusters
  Score: Raw -150317.490984 + Penalty 3506.235620 = -146811.255364
  nChanged 0
		SP:Iteration 14F (261.610000 sec): 3 clusters
  Score: Raw -150317.490984 + Penalty 3506.235620 = -146811.255364
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 3.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (27417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (261.740000 sec): 2 clusters
  Score: Raw -3845299.844555 + Penalty 2534.291797 = -3842765.552758
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (261.850000 sec): 3 clusters
  Score: Raw -3828920.562216 + Penalty 5068.583595 = -3823851.978621
  nChanged 12366
		SP:Iteration 1F (261.970000 sec): 3 clusters
  Score: Raw -3836492.584360 + Penalty 5068.583595 = -3831424.000765
  nChanged 2340
		SP:Iteration 2F (262.070000 sec): 3 clusters
  Score: Raw -3839699.795361 + Penalty 5068.583595 = -3834631.211767
  nChanged 3268
		SP:Iteration 3F (262.180000 sec): 3 clusters
  Score: Raw -3844963.203423 + Penalty 5068.583595 = -3839894.619828
  nChanged 3281
		SP:Iteration 4F (262.290000 sec): 3 clusters
  Score: Raw -3849438.264692 + Penalty 5068.583595 = -3844369.681097
  nChanged 2300
		SP:Iteration 5F (262.400000 sec): 3 clusters
  Score: Raw -3851617.132803 + Penalty 5068.583595 = -3846548.549208
  nChanged 1437
		SP:Iteration 6F (262.500000 sec): 3 clusters
  Score: Raw -3852813.330307 + Penalty 5068.583595 = -3847744.746712
  nChanged 1036
		SP:Iteration 7Q (262.610000 sec): 3 clusters
  Score: Raw -3853641.835507 + Penalty 5068.583595 = -3848573.251913
  nChanged 838
		SP:Iteration 8Q (262.700000 sec): 3 clusters
  Score: Raw -3854259.691183 + Penalty 5068.583595 = -3849191.107588
  nChanged 742
		SP:Iteration 9Q (262.800000 sec): 3 clusters
  Score: Raw -3854803.070644 + Penalty 5068.583595 = -3849734.487049
  nChanged 695
		SP:Iteration 10Q (262.900000 sec): 3 clusters
  Score: Raw -3855305.123194 + Penalty 5068.583595 = -3850236.539599
  nChanged 585
		SP:Iteration 11Q (262.990000 sec): 3 clusters
  Score: Raw -3855669.839340 + Penalty 5068.583595 = -3850601.255745
  nChanged 488
		SP:Iteration 12Q (263.090000 sec): 3 clusters
  Score: Raw -3855896.638323 + Penalty 5068.583595 = -3850828.054729
  nChanged 353
		SP:Iteration 13Q (263.180000 sec): 3 clusters
  Score: Raw -3856019.663145 + Penalty 5068.583595 = -3850951.079550
  nChanged 239
		SP:Iteration 14Q (263.270000 sec): 3 clusters
  Score: Raw -3856081.063700 + Penalty 5068.583595 = -3851012.480105
  nChanged 192
		SP:Iteration 15Q (263.370000 sec): 3 clusters
  Score: Raw -3856122.921033 + Penalty 5068.583595 = -3851054.337439
  nChanged 141
		SP:Iteration 16Q (263.460000 sec): 3 clusters
  Score: Raw -3856150.142102 + Penalty 5068.583595 = -3851081.558507
  nChanged 103
		SP:Iteration 17Q (263.550000 sec): 3 clusters
  Score: Raw -3856166.948326 + Penalty 5068.583595 = -3851098.364731
  nChanged 82
		SP:Iteration 18Q (263.640000 sec): 3 clusters
  Score: Raw -3856178.803865 + Penalty 5068.583595 = -3851110.220270
  nChanged 64
		SP:Iteration 19Q (263.730000 sec): 3 clusters
  Score: Raw -3856188.755617 + Penalty 5068.583595 = -3851120.172022
  nChanged 65
		SP:Iteration 20F (263.840000 sec): 3 clusters
  Score: Raw -3856199.365928 + Penalty 5068.583595 = -3851130.782333
  nChanged 55
		SP:Iteration 21Q (263.930000 sec): 3 clusters
  Score: Raw -3856206.858044 + Penalty 5068.583595 = -3851138.274449
  nChanged 38
		SP:Iteration 22Q (264.020000 sec): 3 clusters
  Score: Raw -3856212.967063 + Penalty 5068.583595 = -3851144.383468
  nChanged 33
		SP:Iteration 23Q (264.110000 sec): 3 clusters
  Score: Raw -3856216.949466 + Penalty 5068.583595 = -3851148.365871
  nChanged 23
		SP:Iteration 24Q (264.200000 sec): 3 clusters
  Score: Raw -3856219.151384 + Penalty 5068.583595 = -3851150.567789
  nChanged 17
		SP:Iteration 25Q (264.290000 sec): 3 clusters
  Score: Raw -3856220.971571 + Penalty 5068.583595 = -3851152.387976
  nChanged 20
		SP:Iteration 26Q (264.390000 sec): 3 clusters
  Score: Raw -3856222.723868 + Penalty 5068.583595 = -3851154.140273
  nChanged 21
		SP:Iteration 27Q (264.480000 sec): 3 clusters
  Score: Raw -3856225.946794 + Penalty 5068.583595 = -3851157.363199
  nChanged 23
		SP:Iteration 28Q (264.570000 sec): 3 clusters
  Score: Raw -3856229.113197 + Penalty 5068.583595 = -3851160.529603
  nChanged 18
		SP:Iteration 29Q (264.660000 sec): 3 clusters
  Score: Raw -3856230.797596 + Penalty 5068.583595 = -3851162.214001
  nChanged 13
		SP:Iteration 30Q (264.750000 sec): 3 clusters
  Score: Raw -3856231.721755 + Penalty 5068.583595 = -3851163.138160
  nChanged 5
		SP:Iteration 31Q (264.850000 sec): 3 clusters
  Score: Raw -3856232.152851 + Penalty 5068.583595 = -3851163.569256
  nChanged 11
		SP:Iteration 32Q (264.940000 sec): 3 clusters
  Score: Raw -3856233.243793 + Penalty 5068.583595 = -3851164.660198
  nChanged 10
		SP:Iteration 33Q (265.030000 sec): 3 clusters
  Score: Raw -3856234.242750 + Penalty 5068.583595 = -3851165.659155
  nChanged 12
		SP:Iteration 34Q (265.120000 sec): 3 clusters
  Score: Raw -3856235.352724 + Penalty 5068.583595 = -3851166.769129
  nChanged 11
		SP:Iteration 35Q (265.210000 sec): 3 clusters
  Score: Raw -3856236.432338 + Penalty 5068.583595 = -3851167.848743
  nChanged 13
		SP:Iteration 36Q (265.310000 sec): 3 clusters
  Score: Raw -3856238.082268 + Penalty 5068.583595 = -3851169.498673
  nChanged 12
		SP:Iteration 37Q (265.400000 sec): 3 clusters
  Score: Raw -3856239.114469 + Penalty 5068.583595 = -3851170.530874
  nChanged 7
		SP:Iteration 38Q (265.490000 sec): 3 clusters
  Score: Raw -3856239.846815 + Penalty 5068.583595 = -3851171.263220
  nChanged 10
		SP:Iteration 39Q (265.590000 sec): 3 clusters
  Score: Raw -3856240.599127 + Penalty 5068.583595 = -3851172.015532
  nChanged 6
		SP:Iteration 40F (265.690000 sec): 3 clusters
  Score: Raw -3856241.221658 + Penalty 5068.583595 = -3851172.638064
  nChanged 10
		SP:Iteration 41Q (265.780000 sec): 3 clusters
  Score: Raw -3856242.095583 + Penalty 5068.583595 = -3851173.511988
  nChanged 8
		SP:Iteration 42Q (265.870000 sec): 3 clusters
  Score: Raw -3856242.612555 + Penalty 5068.583595 = -3851174.028960
  nChanged 6
		SP:Iteration 43Q (265.970000 sec): 3 clusters
  Score: Raw -3856242.965031 + Penalty 5068.583595 = -3851174.381436
  nChanged 1
		SP:Iteration 44Q (266.060000 sec): 3 clusters
  Score: Raw -3856243.045234 + Penalty 5068.583595 = -3851174.461639
  nChanged 1
		SP:Iteration 45Q (266.150000 sec): 3 clusters
  Score: Raw -3856243.096727 + Penalty 5068.583595 = -3851174.513133
  nChanged 1
		SP:Iteration 46Q (266.230000 sec): 3 clusters
  Score: Raw -3856243.155495 + Penalty 5068.583595 = -3851174.571900
  nChanged 0
		SP:Iteration 47F (266.330000 sec): 3 clusters
  Score: Raw -3856243.155495 + Penalty 5068.583595 = -3851174.571900
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 6.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (57693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (266.660000 sec): 2 clusters
  Score: Raw -8726390.859667 + Penalty 2718.797000 = -8723672.062668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (266.880000 sec): 3 clusters
  Score: Raw -8690262.095045 + Penalty 5437.593999 = -8684824.501045
  nChanged 26859
		SP:Iteration 1F (267.090000 sec): 3 clusters
  Score: Raw -8705388.432632 + Penalty 5437.593999 = -8699950.838632
  nChanged 2299
		SP:Iteration 2Q (267.320000 sec): 3 clusters
  Score: Raw -8706087.093495 + Penalty 5437.593999 = -8700649.499496
  nChanged 2231
		SP:Iteration 3Q (267.540000 sec): 3 clusters
  Score: Raw -8706859.245373 + Penalty 5437.593999 = -8701421.651373
  nChanged 2303
		SP:Iteration 4Q (267.760000 sec): 3 clusters
  Score: Raw -8707784.469718 + Penalty 5437.593999 = -8702346.875718
  nChanged 2409
		SP:Iteration 5Q (267.980000 sec): 3 clusters
  Score: Raw -8708892.660917 + Penalty 5437.593999 = -8703455.066918
  nChanged 2579
		SP:Iteration 6Q (268.200000 sec): 3 clusters
  Score: Raw -8710169.173229 + Penalty 5437.593999 = -8704731.579230
  nChanged 2706
		SP:Iteration 7Q (268.420000 sec): 3 clusters
  Score: Raw -8711672.314359 + Penalty 5437.593999 = -8706234.720359
  nChanged 2820
		SP:Iteration 8Q (268.640000 sec): 3 clusters
  Score: Raw -8713360.431500 + Penalty 5437.593999 = -8707922.837501
  nChanged 2768
		SP:Iteration 9Q (268.860000 sec): 3 clusters
  Score: Raw -8715114.794609 + Penalty 5437.593999 = -8709677.200610
  nChanged 2704
		SP:Iteration 10Q (269.070000 sec): 3 clusters
  Score: Raw -8716915.261572 + Penalty 5437.593999 = -8711477.667572
  nChanged 2517
		SP:Iteration 11Q (269.280000 sec): 3 clusters
  Score: Raw -8718582.164297 + Penalty 5437.593999 = -8713144.570298
  nChanged 2098
		SP:Iteration 12Q (269.480000 sec): 3 clusters
  Score: Raw -8719842.865523 + Penalty 5437.593999 = -8714405.271524
  nChanged 1775
		SP:Iteration 13Q (269.680000 sec): 3 clusters
  Score: Raw -8720903.698808 + Penalty 5437.593999 = -8715466.104809
  nChanged 1564
		SP:Iteration 14Q (269.870000 sec): 3 clusters
  Score: Raw -8721805.715203 + Penalty 5437.593999 = -8716368.121203
  nChanged 1357
		SP:Iteration 15Q (270.050000 sec): 3 clusters
  Score: Raw -8722574.637340 + Penalty 5437.593999 = -8717137.043341
  nChanged 1154
		SP:Iteration 16Q (270.240000 sec): 3 clusters
  Score: Raw -8723220.378215 + Penalty 5437.593999 = -8717782.784216
  nChanged 1029
		SP:Iteration 17Q (270.410000 sec): 3 clusters
  Score: Raw -8723801.929869 + Penalty 5437.593999 = -8718364.335870
  nChanged 940
		SP:Iteration 18Q (270.590000 sec): 3 clusters
  Score: Raw -8724343.486748 + Penalty 5437.593999 = -8718905.892749
  nChanged 832
		SP:Iteration 19Q (270.760000 sec): 3 clusters
  Score: Raw -8724832.068343 + Penalty 5437.593999 = -8719394.474343
  nChanged 703
		SP:Iteration 20F (270.970000 sec): 3 clusters
  Score: Raw -8725239.206617 + Penalty 5437.593999 = -8719801.612617
  nChanged 592
		SP:Iteration 21Q (271.140000 sec): 3 clusters
  Score: Raw -8725591.658889 + Penalty 5437.593999 = -8720154.064890
  nChanged 502
		SP:Iteration 22Q (271.300000 sec): 3 clusters
  Score: Raw -8725888.659816 + Penalty 5437.593999 = -8720451.065817
  nChanged 383
		SP:Iteration 23Q (271.460000 sec): 3 clusters
  Score: Raw -8726116.927447 + Penalty 5437.593999 = -8720679.333448
  nChanged 344
		SP:Iteration 24Q (271.620000 sec): 3 clusters
  Score: Raw -8726323.902024 + Penalty 5437.593999 = -8720886.308024
  nChanged 251
		SP:Iteration 25Q (271.780000 sec): 3 clusters
  Score: Raw -8726473.589682 + Penalty 5437.593999 = -8721035.995683
  nChanged 164
		SP:Iteration 26Q (271.940000 sec): 3 clusters
  Score: Raw -8726568.422022 + Penalty 5437.593999 = -8721130.828023
  nChanged 126
		SP:Iteration 27Q (272.100000 sec): 3 clusters
  Score: Raw -8726639.053666 + Penalty 5437.593999 = -8721201.459666
  nChanged 86
		SP:Iteration 28Q (272.250000 sec): 3 clusters
  Score: Raw -8726682.039010 + Penalty 5437.593999 = -8721244.445011
  nChanged 53
		SP:Iteration 29Q (272.400000 sec): 3 clusters
  Score: Raw -8726705.467080 + Penalty 5437.593999 = -8721267.873080
  nChanged 40
		SP:Iteration 30Q (272.560000 sec): 3 clusters
  Score: Raw -8726725.442312 + Penalty 5437.593999 = -8721287.848312
  nChanged 40
		SP:Iteration 31Q (272.710000 sec): 3 clusters
  Score: Raw -8726744.842952 + Penalty 5437.593999 = -8721307.248952
  nChanged 38
		SP:Iteration 32Q (272.860000 sec): 3 clusters
  Score: Raw -8726763.293886 + Penalty 5437.593999 = -8721325.699887
  nChanged 28
		SP:Iteration 33Q (273.010000 sec): 3 clusters
  Score: Raw -8726777.840756 + Penalty 5437.593999 = -8721340.246757
  nChanged 27
		SP:Iteration 34Q (273.160000 sec): 3 clusters
  Score: Raw -8726792.242446 + Penalty 5437.593999 = -8721354.648446
  nChanged 24
		SP:Iteration 35Q (273.320000 sec): 3 clusters
  Score: Raw -8726808.432375 + Penalty 5437.593999 = -8721370.838375
  nChanged 21
		SP:Iteration 36Q (273.470000 sec): 3 clusters
  Score: Raw -8726819.880323 + Penalty 5437.593999 = -8721382.286324
  nChanged 17
		SP:Iteration 37Q (273.620000 sec): 3 clusters
  Score: Raw -8726831.358797 + Penalty 5437.593999 = -8721393.764798
  nChanged 24
		SP:Iteration 38Q (273.780000 sec): 3 clusters
  Score: Raw -8726847.061364 + Penalty 5437.593999 = -8721409.467365
  nChanged 17
		SP:Iteration 39Q (273.930000 sec): 3 clusters
  Score: Raw -8726855.316072 + Penalty 5437.593999 = -8721417.722073
  nChanged 14
		SP:Iteration 40F (274.140000 sec): 3 clusters
  Score: Raw -8726864.204261 + Penalty 5437.593999 = -8721426.610262
  nChanged 16
		SP:Iteration 41Q (274.300000 sec): 3 clusters
  Score: Raw -8726873.704437 + Penalty 5437.593999 = -8721436.110437
  nChanged 14
		SP:Iteration 42Q (274.450000 sec): 3 clusters
  Score: Raw -8726880.504103 + Penalty 5437.593999 = -8721442.910103
  nChanged 9
		SP:Iteration 43Q (274.600000 sec): 3 clusters
  Score: Raw -8726885.297574 + Penalty 5437.593999 = -8721447.703574
  nChanged 9
		SP:Iteration 44Q (274.750000 sec): 3 clusters
  Score: Raw -8726889.154929 + Penalty 5437.593999 = -8721451.560929
  nChanged 5
		SP:Iteration 45Q (274.900000 sec): 3 clusters
  Score: Raw -8726891.016796 + Penalty 5437.593999 = -8721453.422797
  nChanged 2
		SP:Iteration 46Q (275.050000 sec): 3 clusters
  Score: Raw -8726892.299562 + Penalty 5437.593999 = -8721454.705563
  nChanged 2
		SP:Iteration 47Q (275.200000 sec): 3 clusters
  Score: Raw -8726893.130306 + Penalty 5437.593999 = -8721455.536306
  nChanged 3
		SP:Iteration 48Q (275.360000 sec): 3 clusters
  Score: Raw -8726893.970731 + Penalty 5437.593999 = -8721456.376732
  nChanged 0
		SP:Iteration 49F (275.570000 sec): 3 clusters
  Score: Raw -8726893.970731 + Penalty 5437.593999 = -8721456.376732
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (2000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (275.610000 sec): 2 clusters
  Score: Raw -227012.487826 + Penalty 1885.023810 = -225127.464016
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (275.620000 sec): 3 clusters
  Score: Raw -226891.733496 + Penalty 3770.047620 = -223121.685876
  nChanged 757
		SP:Iteration 1F (275.620000 sec): 3 clusters
  Score: Raw -230930.336701 + Penalty 3770.047620 = -227160.289081
  nChanged 380
		SP:Iteration 2F (275.630000 sec): 3 clusters
  Score: Raw -233673.861067 + Penalty 3770.047620 = -229903.813447
  nChanged 215
		SP:Iteration 3F (275.640000 sec): 3 clusters
  Score: Raw -235542.999359 + Penalty 3770.047620 = -231772.951739
  nChanged 68
		SP:Iteration 4Q (275.640000 sec): 3 clusters
  Score: Raw -236098.522500 + Penalty 3770.047620 = -232328.474880
  nChanged 27
		SP:Iteration 5Q (275.650000 sec): 3 clusters
  Score: Raw -236232.483146 + Penalty 3770.047620 = -232462.435526
  nChanged 20
		SP:Iteration 6Q (275.650000 sec): 3 clusters
  Score: Raw -236374.709041 + Penalty 3770.047620 = -232604.661421
  nChanged 21
		SP:Iteration 7Q (275.660000 sec): 3 clusters
  Score: Raw -236459.018833 + Penalty 3770.047620 = -232688.971213
  nChanged 16
		SP:Iteration 8Q (275.660000 sec): 3 clusters
  Score: Raw -236490.031962 + Penalty 3770.047620 = -232719.984342
  nChanged 13
		SP:Iteration 9Q (275.670000 sec): 3 clusters
  Score: Raw -236518.001937 + Penalty 3770.047620 = -232747.954317
  nChanged 13
		SP:Iteration 10Q (275.680000 sec): 3 clusters
  Score: Raw -236543.422457 + Penalty 3770.047620 = -232773.374837
  nChanged 5
		SP:Iteration 11Q (275.680000 sec): 3 clusters
  Score: Raw -236548.951854 + Penalty 3770.047620 = -232778.904234
  nChanged 6
		SP:Iteration 12Q (275.680000 sec): 3 clusters
  Score: Raw -236554.225326 + Penalty 3770.047620 = -232784.177706
  nChanged 5
		SP:Iteration 13Q (275.690000 sec): 3 clusters
  Score: Raw -236557.519428 + Penalty 3770.047620 = -232787.471809
  nChanged 4
		SP:Iteration 14Q (275.700000 sec): 3 clusters
  Score: Raw -236560.909400 + Penalty 3770.047620 = -232790.861780
  nChanged 4
		SP:Iteration 15Q (275.700000 sec): 3 clusters
  Score: Raw -236564.892387 + Penalty 3770.047620 = -232794.844767
  nChanged 3
		SP:Iteration 16Q (275.710000 sec): 3 clusters
  Score: Raw -236566.883158 + Penalty 3770.047620 = -232796.835539
  nChanged 2
		SP:Iteration 17Q (275.710000 sec): 3 clusters
  Score: Raw -236568.311229 + Penalty 3770.047620 = -232798.263609
  nChanged 4
		SP:Iteration 18Q (275.720000 sec): 3 clusters
  Score: Raw -236570.464408 + Penalty 3770.047620 = -232800.416788
  nChanged 2
		SP:Iteration 19Q (275.720000 sec): 3 clusters
  Score: Raw -236572.203064 + Penalty 3770.047620 = -232802.155444
  nChanged 3
		SP:Iteration 20F (275.730000 sec): 3 clusters
  Score: Raw -236595.687975 + Penalty 3770.047620 = -232825.640355
  nChanged 7
		SP:Iteration 21Q (275.740000 sec): 3 clusters
  Score: Raw -236630.728653 + Penalty 3770.047620 = -232860.681033
  nChanged 3
		SP:Iteration 22Q (275.740000 sec): 3 clusters
  Score: Raw -236632.957690 + Penalty 3770.047620 = -232862.910071
  nChanged 2
		SP:Iteration 23Q (275.750000 sec): 3 clusters
  Score: Raw -236634.594560 + Penalty 3770.047620 = -232864.546940
  nChanged 2
		SP:Iteration 24Q (275.750000 sec): 3 clusters
  Score: Raw -236635.634374 + Penalty 3770.047620 = -232865.586754
  nChanged 2
		SP:Iteration 25Q (275.760000 sec): 3 clusters
  Score: Raw -236636.962539 + Penalty 3770.047620 = -232866.914919
  nChanged 3
		SP:Iteration 26Q (275.760000 sec): 3 clusters
  Score: Raw -236639.211665 + Penalty 3770.047620 = -232869.164045
  nChanged 1
		SP:Iteration 27Q (275.770000 sec): 3 clusters
  Score: Raw -236639.699630 + Penalty 3770.047620 = -232869.652010
  nChanged 0
		SP:Iteration 28F (275.780000 sec): 3 clusters
  Score: Raw -236639.699630 + Penalty 3770.047620 = -232869.652010
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 11.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (184344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (276.600000 sec): 2 clusters
  Score: Raw -27315899.172737 + Penalty 3006.890596 = -27312892.282141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (277.300000 sec): 3 clusters
  Score: Raw -27195186.273755 + Penalty 6013.781193 = -27189172.492562
  nChanged 88478
		SP:Iteration 1F (277.990000 sec): 3 clusters
  Score: Raw -27247178.927779 + Penalty 6013.781193 = -27241165.146586
  nChanged 6499
		SP:Iteration 2Q (278.690000 sec): 3 clusters
  Score: Raw -27249048.552343 + Penalty 6013.781193 = -27243034.771151
  nChanged 7849
		SP:Iteration 3Q (279.400000 sec): 3 clusters
  Score: Raw -27252144.584432 + Penalty 6013.781193 = -27246130.803239
  nChanged 10064
		SP:Iteration 4F (280.090000 sec): 3 clusters
  Score: Raw -27257436.632666 + Penalty 6013.781193 = -27251422.851473
  nChanged 12867
		SP:Iteration 5F (280.780000 sec): 3 clusters
  Score: Raw -27265942.739440 + Penalty 6013.781193 = -27259928.958247
  nChanged 14577
		SP:Iteration 6F (281.470000 sec): 3 clusters
  Score: Raw -27277176.301532 + Penalty 6013.781193 = -27271162.520339
  nChanged 13699
		SP:Iteration 7F (282.160000 sec): 3 clusters
  Score: Raw -27288388.519240 + Penalty 6013.781193 = -27282374.738048
  nChanged 10689
		SP:Iteration 8F (282.850000 sec): 3 clusters
  Score: Raw -27297677.446368 + Penalty 6013.781193 = -27291663.665176
  nChanged 7192
		SP:Iteration 9Q (283.530000 sec): 3 clusters
  Score: Raw -27304107.116809 + Penalty 6013.781193 = -27298093.335617
  nChanged 4691
		SP:Iteration 10Q (284.170000 sec): 3 clusters
  Score: Raw -27307609.990957 + Penalty 6013.781193 = -27301596.209764
  nChanged 3162
		SP:Iteration 11Q (284.780000 sec): 3 clusters
  Score: Raw -27309617.857352 + Penalty 6013.781193 = -27303604.076160
  nChanged 2435
		SP:Iteration 12Q (285.360000 sec): 3 clusters
  Score: Raw -27310947.917020 + Penalty 6013.781193 = -27304934.135827
  nChanged 2084
		SP:Iteration 13Q (285.930000 sec): 3 clusters
  Score: Raw -27311953.630550 + Penalty 6013.781193 = -27305939.849357
  nChanged 1793
		SP:Iteration 14Q (286.500000 sec): 3 clusters
  Score: Raw -27312777.636709 + Penalty 6013.781193 = -27306763.855517
  nChanged 1587
		SP:Iteration 15Q (287.050000 sec): 3 clusters
  Score: Raw -27313471.001035 + Penalty 6013.781193 = -27307457.219842
  nChanged 1376
		SP:Iteration 16Q (287.610000 sec): 3 clusters
  Score: Raw -27314011.593741 + Penalty 6013.781193 = -27307997.812548
  nChanged 1157
		SP:Iteration 17Q (288.150000 sec): 3 clusters
  Score: Raw -27314429.792279 + Penalty 6013.781193 = -27308416.011087
  nChanged 1036
		SP:Iteration 18Q (288.690000 sec): 3 clusters
  Score: Raw -27314767.089942 + Penalty 6013.781193 = -27308753.308750
  nChanged 920
		SP:Iteration 19Q (289.230000 sec): 3 clusters
  Score: Raw -27315038.051181 + Penalty 6013.781193 = -27309024.269989
  nChanged 830
		SP:Iteration 20F (289.910000 sec): 3 clusters
  Score: Raw -27315268.797716 + Penalty 6013.781193 = -27309255.016523
  nChanged 764
		SP:Iteration 21Q (290.440000 sec): 3 clusters
  Score: Raw -27315476.310493 + Penalty 6013.781193 = -27309462.529300
  nChanged 669
		SP:Iteration 22Q (290.970000 sec): 3 clusters
  Score: Raw -27315637.955668 + Penalty 6013.781193 = -27309624.174475
  nChanged 551
		SP:Iteration 23Q (291.490000 sec): 3 clusters
  Score: Raw -27315751.828173 + Penalty 6013.781193 = -27309738.046980
  nChanged 480
		SP:Iteration 24Q (292.010000 sec): 3 clusters
  Score: Raw -27315841.524160 + Penalty 6013.781193 = -27309827.742967
  nChanged 417
		SP:Iteration 25Q (292.530000 sec): 3 clusters
  Score: Raw -27315917.737456 + Penalty 6013.781193 = -27309903.956263
  nChanged 420
		SP:Iteration 26Q (293.040000 sec): 3 clusters
  Score: Raw -27315994.440194 + Penalty 6013.781193 = -27309980.659001
  nChanged 364
		SP:Iteration 27Q (293.560000 sec): 3 clusters
  Score: Raw -27316058.140860 + Penalty 6013.781193 = -27310044.359667
  nChanged 360
		SP:Iteration 28Q (294.080000 sec): 3 clusters
  Score: Raw -27316118.703324 + Penalty 6013.781193 = -27310104.922132
  nChanged 320
		SP:Iteration 29Q (294.590000 sec): 3 clusters
  Score: Raw -27316168.217321 + Penalty 6013.781193 = -27310154.436129
  nChanged 279
		SP:Iteration 30Q (295.110000 sec): 3 clusters
  Score: Raw -27316210.081213 + Penalty 6013.781193 = -27310196.300021
  nChanged 283
		SP:Iteration 31Q (295.710000 sec): 3 clusters
  Score: Raw -27316255.613976 + Penalty 6013.781193 = -27310241.832783
  nChanged 281
		SP:Iteration 32Q (296.290000 sec): 3 clusters
  Score: Raw -27316301.862560 + Penalty 6013.781193 = -27310288.081367
  nChanged 290
		SP:Iteration 33Q (296.850000 sec): 3 clusters
  Score: Raw -27316351.381272 + Penalty 6013.781193 = -27310337.600079
  nChanged 264
		SP:Iteration 34Q (297.380000 sec): 3 clusters
  Score: Raw -27316394.878595 + Penalty 6013.781193 = -27310381.097403
  nChanged 236
		SP:Iteration 35Q (297.910000 sec): 3 clusters
  Score: Raw -27316427.744022 + Penalty 6013.781193 = -27310413.962829
  nChanged 205
		SP:Iteration 36Q (298.450000 sec): 3 clusters
  Score: Raw -27316455.223473 + Penalty 6013.781193 = -27310441.442280
  nChanged 193
		SP:Iteration 37Q (298.980000 sec): 3 clusters
  Score: Raw -27316482.898046 + Penalty 6013.781193 = -27310469.116854
  nChanged 198
		SP:Iteration 38Q (299.510000 sec): 3 clusters
  Score: Raw -27316511.475362 + Penalty 6013.781193 = -27310497.694169
  nChanged 186
		SP:Iteration 39Q (300.030000 sec): 3 clusters
  Score: Raw -27316541.231465 + Penalty 6013.781193 = -27310527.450272
  nChanged 189
		SP:Iteration 40F (300.730000 sec): 3 clusters
  Score: Raw -27316570.128953 + Penalty 6013.781193 = -27310556.347760
  nChanged 151
		SP:Iteration 41Q (301.250000 sec): 3 clusters
  Score: Raw -27316590.953282 + Penalty 6013.781193 = -27310577.172089
  nChanged 138
		SP:Iteration 42Q (301.790000 sec): 3 clusters
  Score: Raw -27316608.602782 + Penalty 6013.781193 = -27310594.821589
  nChanged 113
		SP:Iteration 43Q (302.310000 sec): 3 clusters
  Score: Raw -27316622.586883 + Penalty 6013.781193 = -27310608.805690
  nChanged 112
		SP:Iteration 44Q (302.840000 sec): 3 clusters
  Score: Raw -27316635.662312 + Penalty 6013.781193 = -27310621.881119
  nChanged 98
		SP:Iteration 45Q (303.360000 sec): 3 clusters
  Score: Raw -27316645.565172 + Penalty 6013.781193 = -27310631.783979
  nChanged 86
		SP:Iteration 46Q (303.890000 sec): 3 clusters
  Score: Raw -27316654.989541 + Penalty 6013.781193 = -27310641.208348
  nChanged 75
		SP:Iteration 47Q (304.410000 sec): 3 clusters
  Score: Raw -27316663.312861 + Penalty 6013.781193 = -27310649.531668
  nChanged 68
		SP:Iteration 48Q (304.940000 sec): 3 clusters
  Score: Raw -27316670.365014 + Penalty 6013.781193 = -27310656.583821
  nChanged 70
		SP:Iteration 49Q (305.460000 sec): 3 clusters
  Score: Raw -27316677.590460 + Penalty 6013.781193 = -27310663.809267
  nChanged 63
		SP:Iteration 50Q (305.990000 sec): 3 clusters
  Score: Raw -27316682.421749 + Penalty 6013.781193 = -27310668.640557
  nChanged 48
		SP:Iteration 51Q (306.520000 sec): 3 clusters
  Score: Raw -27316685.913073 + Penalty 6013.781193 = -27310672.131880
  nChanged 48
		SP:Iteration 52Q (307.050000 sec): 3 clusters
  Score: Raw -27316689.005145 + Penalty 6013.781193 = -27310675.223952
  nChanged 42
		SP:Iteration 53Q (307.570000 sec): 3 clusters
  Score: Raw -27316691.598672 + Penalty 6013.781193 = -27310677.817480
  nChanged 29
		SP:Iteration 54Q (308.090000 sec): 3 clusters
  Score: Raw -27316693.341737 + Penalty 6013.781193 = -27310679.560544
  nChanged 29
		SP:Iteration 55Q (308.620000 sec): 3 clusters
  Score: Raw -27316695.012883 + Penalty 6013.781193 = -27310681.231690
  nChanged 16
		SP:Iteration 56Q (309.140000 sec): 3 clusters
  Score: Raw -27316695.970031 + Penalty 6013.781193 = -27310682.188839
  nChanged 20
		SP:Iteration 57Q (309.660000 sec): 3 clusters
  Score: Raw -27316697.322223 + Penalty 6013.781193 = -27310683.541030
  nChanged 24
		SP:Iteration 58Q (310.190000 sec): 3 clusters
  Score: Raw -27316698.682551 + Penalty 6013.781193 = -27310684.901359
  nChanged 17
		SP:Iteration 59Q (310.710000 sec): 3 clusters
  Score: Raw -27316699.871890 + Penalty 6013.781193 = -27310686.090697
  nChanged 14
		SP:Iteration 60F (311.410000 sec): 3 clusters
  Score: Raw -27316700.553609 + Penalty 6013.781193 = -27310686.772416
  nChanged 16
		SP:Iteration 61Q (311.920000 sec): 3 clusters
  Score: Raw -27316701.264311 + Penalty 6013.781193 = -27310687.483118
  nChanged 12
		SP:Iteration 62Q (312.440000 sec): 3 clusters
  Score: Raw -27316701.864461 + Penalty 6013.781193 = -27310688.083269
  nChanged 13
		SP:Iteration 63Q (312.970000 sec): 3 clusters
  Score: Raw -27316702.508837 + Penalty 6013.781193 = -27310688.727644
  nChanged 14
		SP:Iteration 64Q (313.500000 sec): 3 clusters
  Score: Raw -27316703.253960 + Penalty 6013.781193 = -27310689.472767
  nChanged 13
		SP:Iteration 65Q (314.020000 sec): 3 clusters
  Score: Raw -27316704.140987 + Penalty 6013.781193 = -27310690.359794
  nChanged 16
		SP:Iteration 66Q (314.540000 sec): 3 clusters
  Score: Raw -27316705.057779 + Penalty 6013.781193 = -27310691.276587
  nChanged 11
		SP:Iteration 67Q (315.070000 sec): 3 clusters
  Score: Raw -27316705.661237 + Penalty 6013.781193 = -27310691.880045
  nChanged 15
		SP:Iteration 68Q (315.590000 sec): 3 clusters
  Score: Raw -27316706.704249 + Penalty 6013.781193 = -27310692.923056
  nChanged 16
		SP:Iteration 69Q (316.110000 sec): 3 clusters
  Score: Raw -27316707.747692 + Penalty 6013.781193 = -27310693.966499
  nChanged 13
		SP:Iteration 70Q (316.630000 sec): 3 clusters
  Score: Raw -27316708.398633 + Penalty 6013.781193 = -27310694.617440
  nChanged 14
		SP:Iteration 71Q (317.160000 sec): 3 clusters
  Score: Raw -27316709.162298 + Penalty 6013.781193 = -27310695.381106
  nChanged 14
		SP:Iteration 72Q (317.680000 sec): 3 clusters
  Score: Raw -27316709.928709 + Penalty 6013.781193 = -27310696.147516
  nChanged 13
		SP:Iteration 73Q (318.210000 sec): 3 clusters
  Score: Raw -27316710.891864 + Penalty 6013.781193 = -27310697.110672
  nChanged 16
		SP:Iteration 74Q (318.730000 sec): 3 clusters
  Score: Raw -27316712.130216 + Penalty 6013.781193 = -27310698.349023
  nChanged 19
		SP:Iteration 75Q (319.250000 sec): 3 clusters
  Score: Raw -27316713.291676 + Penalty 6013.781193 = -27310699.510483
  nChanged 26
		SP:Iteration 76Q (319.770000 sec): 3 clusters
  Score: Raw -27316715.015944 + Penalty 6013.781193 = -27310701.234751
  nChanged 21
		SP:Iteration 77Q (320.310000 sec): 3 clusters
  Score: Raw -27316716.431186 + Penalty 6013.781193 = -27310702.649993
  nChanged 25
		SP:Iteration 78Q (320.830000 sec): 3 clusters
  Score: Raw -27316718.215488 + Penalty 6013.781193 = -27310704.434295
  nChanged 18
		SP:Iteration 79Q (321.350000 sec): 3 clusters
  Score: Raw -27316719.883602 + Penalty 6013.781193 = -27310706.102409
  nChanged 27
		SP:Iteration 80F (322.060000 sec): 3 clusters
  Score: Raw -27316722.363688 + Penalty 6013.781193 = -27310708.582495
  nChanged 31
		SP:Iteration 81Q (322.580000 sec): 3 clusters
  Score: Raw -27316724.791879 + Penalty 6013.781193 = -27310711.010686
  nChanged 30
		SP:Iteration 82Q (323.110000 sec): 3 clusters
  Score: Raw -27316726.758644 + Penalty 6013.781193 = -27310712.977451
  nChanged 18
		SP:Iteration 83Q (323.630000 sec): 3 clusters
  Score: Raw -27316727.891501 + Penalty 6013.781193 = -27310714.110308
  nChanged 17
		SP:Iteration 84Q (324.150000 sec): 3 clusters
  Score: Raw -27316728.965671 + Penalty 6013.781193 = -27310715.184478
  nChanged 15
		SP:Iteration 85Q (324.670000 sec): 3 clusters
  Score: Raw -27316729.905523 + Penalty 6013.781193 = -27310716.124331
  nChanged 14
		SP:Iteration 86Q (325.210000 sec): 3 clusters
  Score: Raw -27316730.618587 + Penalty 6013.781193 = -27310716.837394
  nChanged 12
		SP:Iteration 87Q (325.740000 sec): 3 clusters
  Score: Raw -27316731.271616 + Penalty 6013.781193 = -27310717.490423
  nChanged 9
		SP:Iteration 88Q (326.260000 sec): 3 clusters
  Score: Raw -27316731.659878 + Penalty 6013.781193 = -27310717.878685
  nChanged 13
		SP:Iteration 89Q (326.800000 sec): 3 clusters
  Score: Raw -27316732.521563 + Penalty 6013.781193 = -27310718.740370
  nChanged 19
		SP:Iteration 90Q (327.320000 sec): 3 clusters
  Score: Raw -27316733.725729 + Penalty 6013.781193 = -27310719.944536
  nChanged 16
		SP:Iteration 91Q (327.850000 sec): 3 clusters
  Score: Raw -27316734.820712 + Penalty 6013.781193 = -27310721.039519
  nChanged 16
		SP:Iteration 92Q (328.370000 sec): 3 clusters
  Score: Raw -27316735.900387 + Penalty 6013.781193 = -27310722.119194
  nChanged 16
		SP:Iteration 93Q (328.890000 sec): 3 clusters
  Score: Raw -27316736.852485 + Penalty 6013.781193 = -27310723.071292
  nChanged 12
		SP:Iteration 94Q (329.410000 sec): 3 clusters
  Score: Raw -27316737.648717 + Penalty 6013.781193 = -27310723.867525
  nChanged 9
		SP:Iteration 95Q (329.940000 sec): 3 clusters
  Score: Raw -27316738.245420 + Penalty 6013.781193 = -27310724.464228
  nChanged 12
		SP:Iteration 96Q (330.490000 sec): 3 clusters
  Score: Raw -27316738.962621 + Penalty 6013.781193 = -27310725.181429
  nChanged 11
		SP:Iteration 97Q (331.050000 sec): 3 clusters
  Score: Raw -27316739.575364 + Penalty 6013.781193 = -27310725.794171
  nChanged 5
		SP:Iteration 98Q (331.610000 sec): 3 clusters
  Score: Raw -27316739.950784 + Penalty 6013.781193 = -27310726.169591
  nChanged 9
		SP:Iteration 99Q (332.170000 sec): 3 clusters
  Score: Raw -27316740.483095 + Penalty 6013.781193 = -27310726.701903
  nChanged 11
		SP:Iteration 100F (332.910000 sec): 3 clusters
  Score: Raw -27316741.247701 + Penalty 6013.781193 = -27310727.466508
  nChanged 6
		SP:Iteration 101Q (333.470000 sec): 3 clusters
  Score: Raw -27316741.480714 + Penalty 6013.781193 = -27310727.699521
  nChanged 4
		SP:Iteration 102Q (334.030000 sec): 3 clusters
  Score: Raw -27316741.680267 + Penalty 6013.781193 = -27310727.899074
  nChanged 5
		SP:Iteration 103Q (334.590000 sec): 3 clusters
  Score: Raw -27316741.897224 + Penalty 6013.781193 = -27310728.116031
  nChanged 2
		SP:Iteration 104Q (335.150000 sec): 3 clusters
  Score: Raw -27316742.007016 + Penalty 6013.781193 = -27310728.225823
  nChanged 4
		SP:Iteration 105Q (335.700000 sec): 3 clusters
  Score: Raw -27316742.279635 + Penalty 6013.781193 = -27310728.498442
  nChanged 7
		SP:Iteration 106Q (336.260000 sec): 3 clusters
  Score: Raw -27316742.683628 + Penalty 6013.781193 = -27310728.902435
  nChanged 2
		SP:Iteration 107Q (336.820000 sec): 3 clusters
  Score: Raw -27316742.797405 + Penalty 6013.781193 = -27310729.016213
  nChanged 3
		SP:Iteration 108Q (337.370000 sec): 3 clusters
  Score: Raw -27316742.950501 + Penalty 6013.781193 = -27310729.169308
  nChanged 4
		SP:Iteration 109Q (337.930000 sec): 3 clusters
  Score: Raw -27316743.130579 + Penalty 6013.781193 = -27310729.349386
  nChanged 1
		SP:Iteration 110Q (338.490000 sec): 3 clusters
  Score: Raw -27316743.166616 + Penalty 6013.781193 = -27310729.385423
  nChanged 1
		SP:Iteration 111Q (339.040000 sec): 3 clusters
  Score: Raw -27316743.208819 + Penalty 6013.781193 = -27310729.427626
  nChanged 2
		SP:Iteration 112Q (339.600000 sec): 3 clusters
  Score: Raw -27316743.363115 + Penalty 6013.781193 = -27310729.581922
  nChanged 4
		SP:Iteration 113Q (340.130000 sec): 3 clusters
  Score: Raw -27316743.553830 + Penalty 6013.781193 = -27310729.772637
  nChanged 2
		SP:Iteration 114Q (340.650000 sec): 3 clusters
  Score: Raw -27316743.659519 + Penalty 6013.781193 = -27310729.878327
  nChanged 3
		SP:Iteration 115Q (341.170000 sec): 3 clusters
  Score: Raw -27316743.898376 + Penalty 6013.781193 = -27310730.117183
  nChanged 7
		SP:Iteration 116Q (341.700000 sec): 3 clusters
  Score: Raw -27316744.441341 + Penalty 6013.781193 = -27310730.660148
  nChanged 6
		SP:Iteration 117Q (342.220000 sec): 3 clusters
  Score: Raw -27316744.967336 + Penalty 6013.781193 = -27310731.186143
  nChanged 14
		SP:Iteration 118Q (342.750000 sec): 3 clusters
  Score: Raw -27316745.927497 + Penalty 6013.781193 = -27310732.146304
  nChanged 9
		SP:Iteration 119Q (343.280000 sec): 3 clusters
  Score: Raw -27316746.596600 + Penalty 6013.781193 = -27310732.815408
  nChanged 13
		SP:Iteration 120F (344.010000 sec): 3 clusters
  Score: Raw -27316747.623442 + Penalty 6013.781193 = -27310733.842249
  nChanged 14
		SP:Iteration 121Q (344.530000 sec): 3 clusters
  Score: Raw -27316748.496629 + Penalty 6013.781193 = -27310734.715436
  nChanged 8
		SP:Iteration 122Q (345.050000 sec): 3 clusters
  Score: Raw -27316748.908899 + Penalty 6013.781193 = -27310735.127706
  nChanged 5
		SP:Iteration 123Q (345.570000 sec): 3 clusters
  Score: Raw -27316749.155764 + Penalty 6013.781193 = -27310735.374571
  nChanged 4
		SP:Iteration 124Q (346.090000 sec): 3 clusters
  Score: Raw -27316749.320213 + Penalty 6013.781193 = -27310735.539020
  nChanged 8
		SP:Iteration 125Q (346.620000 sec): 3 clusters
  Score: Raw -27316749.698625 + Penalty 6013.781193 = -27310735.917432
  nChanged 9
		SP:Iteration 126Q (347.140000 sec): 3 clusters
  Score: Raw -27316750.147078 + Penalty 6013.781193 = -27310736.365885
  nChanged 7
		SP:Iteration 127Q (347.670000 sec): 3 clusters
  Score: Raw -27316750.476325 + Penalty 6013.781193 = -27310736.695132
  nChanged 1
		SP:Iteration 128Q (348.200000 sec): 3 clusters
  Score: Raw -27316750.502724 + Penalty 6013.781193 = -27310736.721531
  nChanged 2
		SP:Iteration 129Q (348.720000 sec): 3 clusters
  Score: Raw -27316750.579385 + Penalty 6013.781193 = -27310736.798192
  nChanged 1
		SP:Iteration 130Q (349.250000 sec): 3 clusters
  Score: Raw -27316750.623228 + Penalty 6013.781193 = -27310736.842036
  nChanged 1
		SP:Iteration 131Q (349.790000 sec): 3 clusters
  Score: Raw -27316750.656801 + Penalty 6013.781193 = -27310736.875608
  nChanged 1
		SP:Iteration 132Q (350.300000 sec): 3 clusters
  Score: Raw -27316750.698878 + Penalty 6013.781193 = -27310736.917685
  nChanged 2
		SP:Iteration 133Q (350.820000 sec): 3 clusters
  Score: Raw -27316750.862655 + Penalty 6013.781193 = -27310737.081463
  nChanged 2
		SP:Iteration 134Q (351.330000 sec): 3 clusters
  Score: Raw -27316750.992397 + Penalty 6013.781193 = -27310737.211205
  nChanged 2
		SP:Iteration 135Q (351.850000 sec): 3 clusters
  Score: Raw -27316751.077292 + Penalty 6013.781193 = -27310737.296099
  nChanged 2
		SP:Iteration 136Q (352.360000 sec): 3 clusters
  Score: Raw -27316751.138690 + Penalty 6013.781193 = -27310737.357497
  nChanged 0
		SP:Iteration 137F (353.070000 sec): 3 clusters
  Score: Raw -27316751.138690 + Penalty 6013.781193 = -27310737.357497
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (25354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (353.230000 sec): 2 clusters
  Score: Raw -3627634.156681 + Penalty 2514.891563 = -3625119.265117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (353.320000 sec): 3 clusters
  Score: Raw -3612582.828668 + Penalty 5029.783127 = -3607553.045541
  nChanged 11309
		SP:Iteration 1F (353.420000 sec): 3 clusters
  Score: Raw -3618814.087089 + Penalty 5029.783127 = -3613784.303962
  nChanged 1277
		SP:Iteration 2F (353.510000 sec): 3 clusters
  Score: Raw -3619285.230688 + Penalty 5029.783127 = -3614255.447561
  nChanged 1185
		SP:Iteration 3Q (353.610000 sec): 3 clusters
  Score: Raw -3619753.086859 + Penalty 5029.783127 = -3614723.303732
  nChanged 1127
		SP:Iteration 4Q (353.710000 sec): 3 clusters
  Score: Raw -3620234.739669 + Penalty 5029.783127 = -3615204.956542
  nChanged 1169
		SP:Iteration 5Q (353.810000 sec): 3 clusters
  Score: Raw -3620800.716719 + Penalty 5029.783127 = -3615770.933593
  nChanged 1240
		SP:Iteration 6Q (353.910000 sec): 3 clusters
  Score: Raw -3621469.740212 + Penalty 5029.783127 = -3616439.957086
  nChanged 1316
		SP:Iteration 7F (354.010000 sec): 3 clusters
  Score: Raw -3622286.873143 + Penalty 5029.783127 = -3617257.090017
  nChanged 1357
		SP:Iteration 8F (354.100000 sec): 3 clusters
  Score: Raw -3623161.360427 + Penalty 5029.783127 = -3618131.577301
  nChanged 1331
		SP:Iteration 9F (354.190000 sec): 3 clusters
  Score: Raw -3624062.438805 + Penalty 5029.783127 = -3619032.655678
  nChanged 1235
		SP:Iteration 10Q (354.290000 sec): 3 clusters
  Score: Raw -3624872.530041 + Penalty 5029.783127 = -3619842.746915
  nChanged 993
		SP:Iteration 11Q (354.390000 sec): 3 clusters
  Score: Raw -3625447.475288 + Penalty 5029.783127 = -3620417.692161
  nChanged 803
		SP:Iteration 12Q (354.480000 sec): 3 clusters
  Score: Raw -3625829.584466 + Penalty 5029.783127 = -3620799.801339
  nChanged 600
		SP:Iteration 13Q (354.570000 sec): 3 clusters
  Score: Raw -3626085.785974 + Penalty 5029.783127 = -3621056.002847
  nChanged 449
		SP:Iteration 14Q (354.670000 sec): 3 clusters
  Score: Raw -3626262.409589 + Penalty 5029.783127 = -3621232.626462
  nChanged 353
		SP:Iteration 15Q (354.760000 sec): 3 clusters
  Score: Raw -3626389.597086 + Penalty 5029.783127 = -3621359.813960
  nChanged 322
		SP:Iteration 16Q (354.850000 sec): 3 clusters
  Score: Raw -3626495.999297 + Penalty 5029.783127 = -3621466.216171
  nChanged 292
		SP:Iteration 17Q (354.940000 sec): 3 clusters
  Score: Raw -3626599.728407 + Penalty 5029.783127 = -3621569.945280
  nChanged 247
		SP:Iteration 18Q (355.030000 sec): 3 clusters
  Score: Raw -3626676.007326 + Penalty 5029.783127 = -3621646.224200
  nChanged 216
		SP:Iteration 19Q (355.120000 sec): 3 clusters
  Score: Raw -3626737.336134 + Penalty 5029.783127 = -3621707.553007
  nChanged 212
		SP:Iteration 20F (355.210000 sec): 3 clusters
  Score: Raw -3626794.703999 + Penalty 5029.783127 = -3621764.920873
  nChanged 188
		SP:Iteration 21Q (355.300000 sec): 3 clusters
  Score: Raw -3626839.527705 + Penalty 5029.783127 = -3621809.744578
  nChanged 179
		SP:Iteration 22Q (355.390000 sec): 3 clusters
  Score: Raw -3626890.978748 + Penalty 5029.783127 = -3621861.195622
  nChanged 184
		SP:Iteration 23Q (355.470000 sec): 3 clusters
  Score: Raw -3626942.779330 + Penalty 5029.783127 = -3621912.996204
  nChanged 175
		SP:Iteration 24Q (355.560000 sec): 3 clusters
  Score: Raw -3626993.211837 + Penalty 5029.783127 = -3621963.428711
  nChanged 180
		SP:Iteration 25Q (355.650000 sec): 3 clusters
  Score: Raw -3627048.325301 + Penalty 5029.783127 = -3622018.542174
  nChanged 181
		SP:Iteration 26Q (355.740000 sec): 3 clusters
  Score: Raw -3627095.840998 + Penalty 5029.783127 = -3622066.057871
  nChanged 157
		SP:Iteration 27Q (355.820000 sec): 3 clusters
  Score: Raw -3627136.239055 + Penalty 5029.783127 = -3622106.455928
  nChanged 150
		SP:Iteration 28Q (355.910000 sec): 3 clusters
  Score: Raw -3627174.210723 + Penalty 5029.783127 = -3622144.427596
  nChanged 143
		SP:Iteration 29Q (355.990000 sec): 3 clusters
  Score: Raw -3627215.921914 + Penalty 5029.783127 = -3622186.138787
  nChanged 143
		SP:Iteration 30Q (356.080000 sec): 3 clusters
  Score: Raw -3627260.163613 + Penalty 5029.783127 = -3622230.380486
  nChanged 127
		SP:Iteration 31Q (356.160000 sec): 3 clusters
  Score: Raw -3627290.751766 + Penalty 5029.783127 = -3622260.968640
  nChanged 112
		SP:Iteration 32Q (356.240000 sec): 3 clusters
  Score: Raw -3627316.176899 + Penalty 5029.783127 = -3622286.393772
  nChanged 117
		SP:Iteration 33Q (356.320000 sec): 3 clusters
  Score: Raw -3627342.416434 + Penalty 5029.783127 = -3622312.633307
  nChanged 100
		SP:Iteration 34Q (356.410000 sec): 3 clusters
  Score: Raw -3627365.168578 + Penalty 5029.783127 = -3622335.385451
  nChanged 103
		SP:Iteration 35Q (356.490000 sec): 3 clusters
  Score: Raw -3627386.455494 + Penalty 5029.783127 = -3622356.672367
  nChanged 85
		SP:Iteration 36Q (356.570000 sec): 3 clusters
  Score: Raw -3627406.882957 + Penalty 5029.783127 = -3622377.099830
  nChanged 83
		SP:Iteration 37Q (356.640000 sec): 3 clusters
  Score: Raw -3627425.517337 + Penalty 5029.783127 = -3622395.734210
  nChanged 79
		SP:Iteration 38Q (356.720000 sec): 3 clusters
  Score: Raw -3627441.249399 + Penalty 5029.783127 = -3622411.466273
  nChanged 72
		SP:Iteration 39Q (356.800000 sec): 3 clusters
  Score: Raw -3627455.423358 + Penalty 5029.783127 = -3622425.640232
  nChanged 77
		SP:Iteration 40F (356.900000 sec): 3 clusters
  Score: Raw -3627472.298073 + Penalty 5029.783127 = -3622442.514946
  nChanged 70
		SP:Iteration 41Q (356.980000 sec): 3 clusters
  Score: Raw -3627485.848377 + Penalty 5029.783127 = -3622456.065251
  nChanged 66
		SP:Iteration 42Q (357.060000 sec): 3 clusters
  Score: Raw -3627498.824174 + Penalty 5029.783127 = -3622469.041048
  nChanged 61
		SP:Iteration 43Q (357.140000 sec): 3 clusters
  Score: Raw -3627511.816305 + Penalty 5029.783127 = -3622482.033178
  nChanged 81
		SP:Iteration 44Q (357.220000 sec): 3 clusters
  Score: Raw -3627529.838150 + Penalty 5029.783127 = -3622500.055023
  nChanged 72
		SP:Iteration 45Q (357.300000 sec): 3 clusters
  Score: Raw -3627548.211706 + Penalty 5029.783127 = -3622518.428580
  nChanged 76
		SP:Iteration 46Q (357.380000 sec): 3 clusters
  Score: Raw -3627566.170734 + Penalty 5029.783127 = -3622536.387607
  nChanged 70
		SP:Iteration 47Q (357.460000 sec): 3 clusters
  Score: Raw -3627582.151923 + Penalty 5029.783127 = -3622552.368796
  nChanged 64
		SP:Iteration 48Q (357.540000 sec): 3 clusters
  Score: Raw -3627597.512469 + Penalty 5029.783127 = -3622567.729342
  nChanged 72
		SP:Iteration 49Q (357.620000 sec): 3 clusters
  Score: Raw -3627614.363507 + Penalty 5029.783127 = -3622584.580381
  nChanged 66
		SP:Iteration 50Q (357.700000 sec): 3 clusters
  Score: Raw -3627627.003182 + Penalty 5029.783127 = -3622597.220055
  nChanged 54
		SP:Iteration 51Q (357.770000 sec): 3 clusters
  Score: Raw -3627636.890157 + Penalty 5029.783127 = -3622607.107030
  nChanged 41
		SP:Iteration 52Q (357.850000 sec): 3 clusters
  Score: Raw -3627644.522834 + Penalty 5029.783127 = -3622614.739708
  nChanged 40
		SP:Iteration 53Q (357.930000 sec): 3 clusters
  Score: Raw -3627650.832627 + Penalty 5029.783127 = -3622621.049501
  nChanged 30
		SP:Iteration 54Q (358.010000 sec): 3 clusters
  Score: Raw -3627655.981476 + Penalty 5029.783127 = -3622626.198350
  nChanged 41
		SP:Iteration 55Q (358.090000 sec): 3 clusters
  Score: Raw -3627664.918433 + Penalty 5029.783127 = -3622635.135306
  nChanged 43
		SP:Iteration 56Q (358.170000 sec): 3 clusters
  Score: Raw -3627675.131227 + Penalty 5029.783127 = -3622645.348101
  nChanged 54
		SP:Iteration 57Q (358.250000 sec): 3 clusters
  Score: Raw -3627686.142809 + Penalty 5029.783127 = -3622656.359682
  nChanged 45
		SP:Iteration 58Q (358.330000 sec): 3 clusters
  Score: Raw -3627695.773128 + Penalty 5029.783127 = -3622665.990002
  nChanged 52
		SP:Iteration 59Q (358.410000 sec): 3 clusters
  Score: Raw -3627706.166674 + Penalty 5029.783127 = -3622676.383547
  nChanged 48
		SP:Iteration 60F (358.500000 sec): 3 clusters
  Score: Raw -3627718.240163 + Penalty 5029.783127 = -3622688.457037
  nChanged 47
		SP:Iteration 61Q (358.580000 sec): 3 clusters
  Score: Raw -3627727.506662 + Penalty 5029.783127 = -3622697.723536
  nChanged 35
		SP:Iteration 62Q (358.660000 sec): 3 clusters
  Score: Raw -3627733.692551 + Penalty 5029.783127 = -3622703.909425
  nChanged 32
		SP:Iteration 63Q (358.730000 sec): 3 clusters
  Score: Raw -3627740.262450 + Penalty 5029.783127 = -3622710.479323
  nChanged 33
		SP:Iteration 64Q (358.810000 sec): 3 clusters
  Score: Raw -3627746.881296 + Penalty 5029.783127 = -3622717.098169
  nChanged 28
		SP:Iteration 65Q (358.890000 sec): 3 clusters
  Score: Raw -3627752.683170 + Penalty 5029.783127 = -3622722.900043
  nChanged 29
		SP:Iteration 66Q (358.960000 sec): 3 clusters
  Score: Raw -3627759.167342 + Penalty 5029.783127 = -3622729.384216
  nChanged 31
		SP:Iteration 67Q (359.040000 sec): 3 clusters
  Score: Raw -3627766.167122 + Penalty 5029.783127 = -3622736.383995
  nChanged 37
		SP:Iteration 68Q (359.120000 sec): 3 clusters
  Score: Raw -3627773.839044 + Penalty 5029.783127 = -3622744.055917
  nChanged 28
		SP:Iteration 69Q (359.200000 sec): 3 clusters
  Score: Raw -3627780.279635 + Penalty 5029.783127 = -3622750.496508
  nChanged 32
		SP:Iteration 70Q (359.280000 sec): 3 clusters
  Score: Raw -3627789.601289 + Penalty 5029.783127 = -3622759.818162
  nChanged 43
		SP:Iteration 71Q (359.350000 sec): 3 clusters
  Score: Raw -3627802.691408 + Penalty 5029.783127 = -3622772.908281
  nChanged 41
		SP:Iteration 72Q (359.430000 sec): 3 clusters
  Score: Raw -3627813.167977 + Penalty 5029.783127 = -3622783.384850
  nChanged 30
		SP:Iteration 73Q (359.500000 sec): 3 clusters
  Score: Raw -3627821.284820 + Penalty 5029.783127 = -3622791.501693
  nChanged 43
		SP:Iteration 74Q (359.580000 sec): 3 clusters
  Score: Raw -3627833.885604 + Penalty 5029.783127 = -3622804.102477
  nChanged 54
		SP:Iteration 75Q (359.660000 sec): 3 clusters
  Score: Raw -3627849.392605 + Penalty 5029.783127 = -3622819.609479
  nChanged 49
		SP:Iteration 76Q (359.730000 sec): 3 clusters
  Score: Raw -3627865.952717 + Penalty 5029.783127 = -3622836.169591
  nChanged 51
		SP:Iteration 77Q (359.810000 sec): 3 clusters
  Score: Raw -3627883.900035 + Penalty 5029.783127 = -3622854.116908
  nChanged 38
		SP:Iteration 78Q (359.890000 sec): 3 clusters
  Score: Raw -3627896.170674 + Penalty 5029.783127 = -3622866.387547
  nChanged 40
		SP:Iteration 79Q (359.960000 sec): 3 clusters
  Score: Raw -3627910.511458 + Penalty 5029.783127 = -3622880.728331
  nChanged 53
		SP:Iteration 80F (360.060000 sec): 3 clusters
  Score: Raw -3627927.954712 + Penalty 5029.783127 = -3622898.171585
  nChanged 58
		SP:Iteration 81Q (360.130000 sec): 3 clusters
  Score: Raw -3627945.876657 + Penalty 5029.783127 = -3622916.093530
  nChanged 47
		SP:Iteration 82Q (360.210000 sec): 3 clusters
  Score: Raw -3627962.007113 + Penalty 5029.783127 = -3622932.223986
  nChanged 47
		SP:Iteration 83Q (360.280000 sec): 3 clusters
  Score: Raw -3627977.018709 + Penalty 5029.783127 = -3622947.235583
  nChanged 55
		SP:Iteration 84Q (360.360000 sec): 3 clusters
  Score: Raw -3627994.162152 + Penalty 5029.783127 = -3622964.379025
  nChanged 48
		SP:Iteration 85Q (360.430000 sec): 3 clusters
  Score: Raw -3628009.750848 + Penalty 5029.783127 = -3622979.967721
  nChanged 42
		SP:Iteration 86Q (360.510000 sec): 3 clusters
  Score: Raw -3628024.411633 + Penalty 5029.783127 = -3622994.628506
  nChanged 42
		SP:Iteration 87Q (360.580000 sec): 3 clusters
  Score: Raw -3628037.508992 + Penalty 5029.783127 = -3623007.725866
  nChanged 37
		SP:Iteration 88Q (360.660000 sec): 3 clusters
  Score: Raw -3628047.500871 + Penalty 5029.783127 = -3623017.717744
  nChanged 33
		SP:Iteration 89Q (360.730000 sec): 3 clusters
  Score: Raw -3628057.898485 + Penalty 5029.783127 = -3623028.115358
  nChanged 34
		SP:Iteration 90Q (360.810000 sec): 3 clusters
  Score: Raw -3628065.289520 + Penalty 5029.783127 = -3623035.506393
  nChanged 24
		SP:Iteration 91Q (360.880000 sec): 3 clusters
  Score: Raw -3628072.861630 + Penalty 5029.783127 = -3623043.078504
  nChanged 32
		SP:Iteration 92Q (360.960000 sec): 3 clusters
  Score: Raw -3628084.976466 + Penalty 5029.783127 = -3623055.193339
  nChanged 28
		SP:Iteration 93Q (361.040000 sec): 3 clusters
  Score: Raw -3628094.718167 + Penalty 5029.783127 = -3623064.935041
  nChanged 33
		SP:Iteration 94Q (361.110000 sec): 3 clusters
  Score: Raw -3628107.166795 + Penalty 5029.783127 = -3623077.383668
  nChanged 35
		SP:Iteration 95Q (361.180000 sec): 3 clusters
  Score: Raw -3628118.710100 + Penalty 5029.783127 = -3623088.926973
  nChanged 27
		SP:Iteration 96Q (361.260000 sec): 3 clusters
  Score: Raw -3628124.601873 + Penalty 5029.783127 = -3623094.818746
  nChanged 15
		SP:Iteration 97Q (361.330000 sec): 3 clusters
  Score: Raw -3628128.718224 + Penalty 5029.783127 = -3623098.935097
  nChanged 21
		SP:Iteration 98Q (361.400000 sec): 3 clusters
  Score: Raw -3628134.098263 + Penalty 5029.783127 = -3623104.315136
  nChanged 16
		SP:Iteration 99Q (361.470000 sec): 3 clusters
  Score: Raw -3628138.665820 + Penalty 5029.783127 = -3623108.882693
  nChanged 14
		SP:Iteration 100F (361.570000 sec): 3 clusters
  Score: Raw -3628142.463651 + Penalty 5029.783127 = -3623112.680524
  nChanged 12
		SP:Iteration 101Q (361.640000 sec): 3 clusters
  Score: Raw -3628145.602897 + Penalty 5029.783127 = -3623115.819770
  nChanged 14
		SP:Iteration 102Q (361.720000 sec): 3 clusters
  Score: Raw -3628148.276333 + Penalty 5029.783127 = -3623118.493206
  nChanged 7
		SP:Iteration 103Q (361.790000 sec): 3 clusters
  Score: Raw -3628150.677426 + Penalty 5029.783127 = -3623120.894300
  nChanged 8
		SP:Iteration 104Q (361.860000 sec): 3 clusters
  Score: Raw -3628153.216130 + Penalty 5029.783127 = -3623123.433003
  nChanged 10
		SP:Iteration 105Q (361.940000 sec): 3 clusters
  Score: Raw -3628156.202194 + Penalty 5029.783127 = -3623126.419068
  nChanged 12
		SP:Iteration 106Q (362.010000 sec): 3 clusters
  Score: Raw -3628160.414395 + Penalty 5029.783127 = -3623130.631268
  nChanged 15
		SP:Iteration 107Q (362.080000 sec): 3 clusters
  Score: Raw -3628164.226355 + Penalty 5029.783127 = -3623134.443229
  nChanged 13
		SP:Iteration 108Q (362.160000 sec): 3 clusters
  Score: Raw -3628166.644396 + Penalty 5029.783127 = -3623136.861269
  nChanged 12
		SP:Iteration 109Q (362.230000 sec): 3 clusters
  Score: Raw -3628169.403277 + Penalty 5029.783127 = -3623139.620151
  nChanged 9
		SP:Iteration 110Q (362.300000 sec): 3 clusters
  Score: Raw -3628171.542432 + Penalty 5029.783127 = -3623141.759306
  nChanged 10
		SP:Iteration 111Q (362.380000 sec): 3 clusters
  Score: Raw -3628173.916901 + Penalty 5029.783127 = -3623144.133775
  nChanged 5
		SP:Iteration 112Q (362.450000 sec): 3 clusters
  Score: Raw -3628174.855559 + Penalty 5029.783127 = -3623145.072433
  nChanged 5
		SP:Iteration 113Q (362.520000 sec): 3 clusters
  Score: Raw -3628175.972380 + Penalty 5029.783127 = -3623146.189253
  nChanged 2
		SP:Iteration 114Q (362.600000 sec): 3 clusters
  Score: Raw -3628176.471872 + Penalty 5029.783127 = -3623146.688746
  nChanged 5
		SP:Iteration 115Q (362.670000 sec): 3 clusters
  Score: Raw -3628177.894126 + Penalty 5029.783127 = -3623148.111000
  nChanged 5
		SP:Iteration 116Q (362.740000 sec): 3 clusters
  Score: Raw -3628178.832577 + Penalty 5029.783127 = -3623149.049451
  nChanged 1
		SP:Iteration 117Q (362.820000 sec): 3 clusters
  Score: Raw -3628179.262505 + Penalty 5029.783127 = -3623149.479379
  nChanged 2
		SP:Iteration 118Q (362.890000 sec): 3 clusters
  Score: Raw -3628179.401937 + Penalty 5029.783127 = -3623149.618810
  nChanged 1
		SP:Iteration 119Q (362.970000 sec): 3 clusters
  Score: Raw -3628179.502021 + Penalty 5029.783127 = -3623149.718895
  nChanged 2
		SP:Iteration 120F (363.060000 sec): 3 clusters
  Score: Raw -3628180.073040 + Penalty 5029.783127 = -3623150.289914
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (1621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (363.090000 sec): 2 clusters
  Score: Raw -191784.227621 + Penalty 1832.918033 = -189951.309587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (363.090000 sec): 3 clusters
  Score: Raw -191926.960541 + Penalty 3665.836067 = -188261.124475
  nChanged 617
		SP:Iteration 1F (363.100000 sec): 3 clusters
  Score: Raw -195669.015387 + Penalty 3665.836067 = -192003.179320
  nChanged 320
		SP:Iteration 2F (363.100000 sec): 3 clusters
  Score: Raw -199279.861354 + Penalty 3665.836067 = -195614.025287
  nChanged 83
		SP:Iteration 3F (363.110000 sec): 3 clusters
  Score: Raw -200067.036671 + Penalty 3665.836067 = -196401.200604
  nChanged 22
		SP:Iteration 4Q (363.120000 sec): 3 clusters
  Score: Raw -200200.291117 + Penalty 3665.836067 = -196534.455050
  nChanged 12
		SP:Iteration 5Q (363.120000 sec): 3 clusters
  Score: Raw -200252.754948 + Penalty 3665.836067 = -196586.918881
  nChanged 8
		SP:Iteration 6Q (363.120000 sec): 3 clusters
  Score: Raw -200291.860500 + Penalty 3665.836067 = -196626.024433
  nChanged 4
		SP:Iteration 7Q (363.130000 sec): 3 clusters
  Score: Raw -200304.882409 + Penalty 3665.836067 = -196639.046342
  nChanged 2
		SP:Iteration 8Q (363.130000 sec): 3 clusters
  Score: Raw -200307.472464 + Penalty 3665.836067 = -196641.636398
  nChanged 0
		SP:Iteration 9F (363.140000 sec): 3 clusters
  Score: Raw -200307.472464 + Penalty 3665.836067 = -196641.636398
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 20.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (18167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (363.210000 sec): 2 clusters
  Score: Raw -2619631.643475 + Penalty 2432.225786 = -2617199.417689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (363.280000 sec): 3 clusters
  Score: Raw -2609294.398187 + Penalty 4864.451572 = -2604429.946615
  nChanged 7889
		SP:Iteration 1F (363.350000 sec): 3 clusters
  Score: Raw -2614010.966034 + Penalty 4864.451572 = -2609146.514462
  nChanged 1358
		SP:Iteration 2F (363.410000 sec): 3 clusters
  Score: Raw -2615874.565278 + Penalty 4864.451572 = -2611010.113706
  nChanged 1972
		SP:Iteration 3F (363.480000 sec): 3 clusters
  Score: Raw -2618512.101021 + Penalty 4864.451572 = -2613647.649449
  nChanged 2254
		SP:Iteration 4F (363.550000 sec): 3 clusters
  Score: Raw -2621031.420063 + Penalty 4864.451572 = -2616166.968491
  nChanged 1708
		SP:Iteration 5F (363.610000 sec): 3 clusters
  Score: Raw -2622562.701956 + Penalty 4864.451572 = -2617698.250384
  nChanged 1020
		SP:Iteration 6F (363.680000 sec): 3 clusters
  Score: Raw -2623258.169434 + Penalty 4864.451572 = -2618393.717862
  nChanged 563
		SP:Iteration 7Q (363.750000 sec): 3 clusters
  Score: Raw -2623585.136862 + Penalty 4864.451572 = -2618720.685290
  nChanged 370
		SP:Iteration 8Q (363.820000 sec): 3 clusters
  Score: Raw -2623773.293048 + Penalty 4864.451572 = -2618908.841476
  nChanged 276
		SP:Iteration 9Q (363.880000 sec): 3 clusters
  Score: Raw -2623895.497115 + Penalty 4864.451572 = -2619031.045543
  nChanged 195
		SP:Iteration 10Q (363.950000 sec): 3 clusters
  Score: Raw -2623968.688161 + Penalty 4864.451572 = -2619104.236589
  nChanged 153
		SP:Iteration 11Q (364.020000 sec): 3 clusters
  Score: Raw -2624023.395129 + Penalty 4864.451572 = -2619158.943557
  nChanged 143
		SP:Iteration 12Q (364.080000 sec): 3 clusters
  Score: Raw -2624071.848207 + Penalty 4864.451572 = -2619207.396635
  nChanged 109
		SP:Iteration 13Q (364.150000 sec): 3 clusters
  Score: Raw -2624105.291162 + Penalty 4864.451572 = -2619240.839590
  nChanged 83
		SP:Iteration 14Q (364.210000 sec): 3 clusters
  Score: Raw -2624128.442337 + Penalty 4864.451572 = -2619263.990765
  nChanged 63
		SP:Iteration 15Q (364.280000 sec): 3 clusters
  Score: Raw -2624142.687536 + Penalty 4864.451572 = -2619278.235964
  nChanged 42
		SP:Iteration 16Q (364.340000 sec): 3 clusters
  Score: Raw -2624151.175632 + Penalty 4864.451572 = -2619286.724060
  nChanged 32
		SP:Iteration 17Q (364.410000 sec): 3 clusters
  Score: Raw -2624157.229541 + Penalty 4864.451572 = -2619292.777969
  nChanged 31
		SP:Iteration 18Q (364.480000 sec): 3 clusters
  Score: Raw -2624163.749056 + Penalty 4864.451572 = -2619299.297484
  nChanged 36
		SP:Iteration 19Q (364.550000 sec): 3 clusters
  Score: Raw -2624172.348921 + Penalty 4864.451572 = -2619307.897349
  nChanged 31
		SP:Iteration 20F (364.620000 sec): 3 clusters
  Score: Raw -2624177.844239 + Penalty 4864.451572 = -2619313.392667
  nChanged 24
		SP:Iteration 21Q (364.700000 sec): 3 clusters
  Score: Raw -2624182.255571 + Penalty 4864.451572 = -2619317.803999
  nChanged 24
		SP:Iteration 22Q (364.770000 sec): 3 clusters
  Score: Raw -2624186.192935 + Penalty 4864.451572 = -2619321.741363
  nChanged 19
		SP:Iteration 23Q (364.840000 sec): 3 clusters
  Score: Raw -2624189.123628 + Penalty 4864.451572 = -2619324.672056
  nChanged 19
		SP:Iteration 24Q (364.910000 sec): 3 clusters
  Score: Raw -2624192.946867 + Penalty 4864.451572 = -2619328.495295
  nChanged 13
		SP:Iteration 25Q (364.980000 sec): 3 clusters
  Score: Raw -2624194.843314 + Penalty 4864.451572 = -2619330.391741
  nChanged 8
		SP:Iteration 26Q (365.060000 sec): 3 clusters
  Score: Raw -2624196.049733 + Penalty 4864.451572 = -2619331.598161
  nChanged 7
		SP:Iteration 27Q (365.130000 sec): 3 clusters
  Score: Raw -2624197.009893 + Penalty 4864.451572 = -2619332.558321
  nChanged 4
		SP:Iteration 28Q (365.200000 sec): 3 clusters
  Score: Raw -2624197.557137 + Penalty 4864.451572 = -2619333.105565
  nChanged 5
		SP:Iteration 29Q (365.280000 sec): 3 clusters
  Score: Raw -2624198.460833 + Penalty 4864.451572 = -2619334.009261
  nChanged 4
		SP:Iteration 30Q (365.350000 sec): 3 clusters
  Score: Raw -2624199.084004 + Penalty 4864.451572 = -2619334.632431
  nChanged 3
		SP:Iteration 31Q (365.420000 sec): 3 clusters
  Score: Raw -2624199.538434 + Penalty 4864.451572 = -2619335.086862
  nChanged 5
		SP:Iteration 32Q (365.490000 sec): 3 clusters
  Score: Raw -2624200.395184 + Penalty 4864.451572 = -2619335.943612
  nChanged 3
		SP:Iteration 33Q (365.570000 sec): 3 clusters
  Score: Raw -2624200.751204 + Penalty 4864.451572 = -2619336.299632
  nChanged 5
		SP:Iteration 34Q (365.640000 sec): 3 clusters
  Score: Raw -2624201.610920 + Penalty 4864.451572 = -2619337.159348
  nChanged 5
		SP:Iteration 35Q (365.710000 sec): 3 clusters
  Score: Raw -2624202.754063 + Penalty 4864.451572 = -2619338.302491
  nChanged 7
		SP:Iteration 36Q (365.780000 sec): 3 clusters
  Score: Raw -2624203.886302 + Penalty 4864.451572 = -2619339.434730
  nChanged 4
		SP:Iteration 37Q (365.860000 sec): 3 clusters
  Score: Raw -2624204.703281 + Penalty 4864.451572 = -2619340.251709
  nChanged 5
		SP:Iteration 38Q (365.930000 sec): 3 clusters
  Score: Raw -2624205.647082 + Penalty 4864.451572 = -2619341.195510
  nChanged 6
		SP:Iteration 39Q (366.010000 sec): 3 clusters
  Score: Raw -2624207.072339 + Penalty 4864.451572 = -2619342.620767
  nChanged 5
		SP:Iteration 40F (366.080000 sec): 3 clusters
  Score: Raw -2624207.806266 + Penalty 4864.451572 = -2619343.354694
  nChanged 1
		SP:Iteration 41Q (366.160000 sec): 3 clusters
  Score: Raw -2624208.005365 + Penalty 4864.451572 = -2619343.553793
  nChanged 1
		SP:Iteration 42Q (366.230000 sec): 3 clusters
  Score: Raw -2624208.084485 + Penalty 4864.451572 = -2619343.632913
  nChanged 0
		SP:Iteration 43F (366.310000 sec): 3 clusters
  Score: Raw -2624208.084485 + Penalty 4864.451572 = -2619343.632913
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 21.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (24474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (366.400000 sec): 2 clusters
  Score: Raw -3421711.709242 + Penalty 2506.130919 = -3419205.578324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (366.510000 sec): 3 clusters
  Score: Raw -3407239.417503 + Penalty 5012.261838 = -3402227.155665
  nChanged 10879
		SP:Iteration 1F (366.610000 sec): 3 clusters
  Score: Raw -3413174.102393 + Penalty 5012.261838 = -3408161.840556
  nChanged 1280
		SP:Iteration 2F (366.710000 sec): 3 clusters
  Score: Raw -3413627.085003 + Penalty 5012.261838 = -3408614.823166
  nChanged 1142
		SP:Iteration 3Q (366.820000 sec): 3 clusters
  Score: Raw -3414034.456309 + Penalty 5012.261838 = -3409022.194471
  nChanged 1056
		SP:Iteration 4Q (366.920000 sec): 3 clusters
  Score: Raw -3414425.111003 + Penalty 5012.261838 = -3409412.849165
  nChanged 1024
		SP:Iteration 5Q (367.020000 sec): 3 clusters
  Score: Raw -3414873.117678 + Penalty 5012.261838 = -3409860.855840
  nChanged 1115
		SP:Iteration 6Q (367.120000 sec): 3 clusters
  Score: Raw -3415414.513148 + Penalty 5012.261838 = -3410402.251310
  nChanged 1204
		SP:Iteration 7Q (367.220000 sec): 3 clusters
  Score: Raw -3416052.791024 + Penalty 5012.261838 = -3411040.529186
  nChanged 1224
		SP:Iteration 8F (367.320000 sec): 3 clusters
  Score: Raw -3416779.872670 + Penalty 5012.261838 = -3411767.610833
  nChanged 1305
		SP:Iteration 9F (367.420000 sec): 3 clusters
  Score: Raw -3417637.852214 + Penalty 5012.261838 = -3412625.590376
  nChanged 1321
		SP:Iteration 10F (367.520000 sec): 3 clusters
  Score: Raw -3418541.912740 + Penalty 5012.261838 = -3413529.650903
  nChanged 1212
		SP:Iteration 11Q (367.620000 sec): 3 clusters
  Score: Raw -3419408.399537 + Penalty 5012.261838 = -3414396.137699
  nChanged 1071
		SP:Iteration 12Q (367.720000 sec): 3 clusters
  Score: Raw -3420195.513754 + Penalty 5012.261838 = -3415183.251916
  nChanged 876
		SP:Iteration 13Q (367.820000 sec): 3 clusters
  Score: Raw -3420862.137080 + Penalty 5012.261838 = -3415849.875242
  nChanged 662
		SP:Iteration 14Q (367.910000 sec): 3 clusters
  Score: Raw -3421373.222452 + Penalty 5012.261838 = -3416360.960614
  nChanged 469
		SP:Iteration 15Q (368.000000 sec): 3 clusters
  Score: Raw -3421727.119191 + Penalty 5012.261838 = -3416714.857353
  nChanged 316
		SP:Iteration 16Q (368.090000 sec): 3 clusters
  Score: Raw -3421962.987232 + Penalty 5012.261838 = -3416950.725394
  nChanged 199
		SP:Iteration 17Q (368.180000 sec): 3 clusters
  Score: Raw -3422097.832380 + Penalty 5012.261838 = -3417085.570542
  nChanged 132
		SP:Iteration 18Q (368.270000 sec): 3 clusters
  Score: Raw -3422191.253718 + Penalty 5012.261838 = -3417178.991880
  nChanged 95
		SP:Iteration 19Q (368.360000 sec): 3 clusters
  Score: Raw -3422260.666415 + Penalty 5012.261838 = -3417248.404577
  nChanged 69
		SP:Iteration 20F (368.460000 sec): 3 clusters
  Score: Raw -3422312.157296 + Penalty 5012.261838 = -3417299.895458
  nChanged 44
		SP:Iteration 21Q (368.540000 sec): 3 clusters
  Score: Raw -3422339.290298 + Penalty 5012.261838 = -3417327.028460
  nChanged 33
		SP:Iteration 22Q (368.620000 sec): 3 clusters
  Score: Raw -3422361.886093 + Penalty 5012.261838 = -3417349.624256
  nChanged 24
		SP:Iteration 23Q (368.700000 sec): 3 clusters
  Score: Raw -3422379.792099 + Penalty 5012.261838 = -3417367.530261
  nChanged 23
		SP:Iteration 24Q (368.780000 sec): 3 clusters
  Score: Raw -3422394.842559 + Penalty 5012.261838 = -3417382.580721
  nChanged 25
		SP:Iteration 25Q (368.860000 sec): 3 clusters
  Score: Raw -3422409.422442 + Penalty 5012.261838 = -3417397.160604
  nChanged 14
		SP:Iteration 26Q (368.940000 sec): 3 clusters
  Score: Raw -3422419.279184 + Penalty 5012.261838 = -3417407.017346
  nChanged 9
		SP:Iteration 27Q (369.020000 sec): 3 clusters
  Score: Raw -3422423.926274 + Penalty 5012.261838 = -3417411.664436
  nChanged 7
		SP:Iteration 28Q (369.100000 sec): 3 clusters
  Score: Raw -3422427.853954 + Penalty 5012.261838 = -3417415.592116
  nChanged 10
		SP:Iteration 29Q (369.180000 sec): 3 clusters
  Score: Raw -3422439.037068 + Penalty 5012.261838 = -3417426.775230
  nChanged 11
		SP:Iteration 30Q (369.250000 sec): 3 clusters
  Score: Raw -3422447.001444 + Penalty 5012.261838 = -3417434.739606
  nChanged 5
		SP:Iteration 31Q (369.330000 sec): 3 clusters
  Score: Raw -3422451.389299 + Penalty 5012.261838 = -3417439.127462
  nChanged 9
		SP:Iteration 32Q (369.410000 sec): 3 clusters
  Score: Raw -3422459.594001 + Penalty 5012.261838 = -3417447.332163
  nChanged 13
		SP:Iteration 33Q (369.480000 sec): 3 clusters
  Score: Raw -3422467.209079 + Penalty 5012.261838 = -3417454.947242
  nChanged 5
		SP:Iteration 34Q (369.560000 sec): 3 clusters
  Score: Raw -3422469.830477 + Penalty 5012.261838 = -3417457.568639
  nChanged 5
		SP:Iteration 35Q (369.640000 sec): 3 clusters
  Score: Raw -3422471.776450 + Penalty 5012.261838 = -3417459.514613
  nChanged 1
		SP:Iteration 36Q (369.710000 sec): 3 clusters
  Score: Raw -3422472.336667 + Penalty 5012.261838 = -3417460.074829
  nChanged 1
		SP:Iteration 37Q (369.790000 sec): 3 clusters
  Score: Raw -3422473.261595 + Penalty 5012.261838 = -3417460.999758
  nChanged 0
		SP:Iteration 38F (369.890000 sec): 3 clusters
  Score: Raw -3422473.261595 + Penalty 5012.261838 = -3417460.999758
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (316847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (371.490000 sec): 2 clusters
  Score: Raw -46563141.773936 + Penalty 3141.211223 = -46560000.562713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (372.790000 sec): 3 clusters
  Score: Raw -46353256.878369 + Penalty 6282.422446 = -46346974.455923
  nChanged 153425
		SP:Iteration 1F (374.100000 sec): 3 clusters
  Score: Raw -46446487.030111 + Penalty 6282.422446 = -46440204.607665
  nChanged 12318
		SP:Iteration 2Q (375.420000 sec): 3 clusters
  Score: Raw -46451157.755389 + Penalty 6282.422446 = -46444875.332942
  nChanged 16327
		SP:Iteration 3F (376.720000 sec): 3 clusters
  Score: Raw -46459694.450001 + Penalty 6282.422446 = -46453412.027555
  nChanged 20787
		SP:Iteration 4F (378.020000 sec): 3 clusters
  Score: Raw -46472579.076650 + Penalty 6282.422446 = -46466296.654204
  nChanged 22850
		SP:Iteration 5F (379.300000 sec): 3 clusters
  Score: Raw -46486863.033496 + Penalty 6282.422446 = -46480580.611050
  nChanged 21462
		SP:Iteration 6F (380.590000 sec): 3 clusters
  Score: Raw -46498985.832065 + Penalty 6282.422446 = -46492703.409619
  nChanged 18021
		SP:Iteration 7F (381.840000 sec): 3 clusters
  Score: Raw -46507879.804925 + Penalty 6282.422446 = -46501597.382479
  nChanged 14421
		SP:Iteration 8Q (383.060000 sec): 3 clusters
  Score: Raw -46514509.668733 + Penalty 6282.422446 = -46508227.246286
  nChanged 11746
		SP:Iteration 9Q (384.300000 sec): 3 clusters
  Score: Raw -46520175.266225 + Penalty 6282.422446 = -46513892.843779
  nChanged 10364
		SP:Iteration 10Q (385.530000 sec): 3 clusters
  Score: Raw -46525986.612792 + Penalty 6282.422446 = -46519704.190346
  nChanged 9790
		SP:Iteration 11Q (386.750000 sec): 3 clusters
  Score: Raw -46532293.790350 + Penalty 6282.422446 = -46526011.367904
  nChanged 9169
		SP:Iteration 12Q (387.960000 sec): 3 clusters
  Score: Raw -46538146.979639 + Penalty 6282.422446 = -46531864.557193
  nChanged 7841
		SP:Iteration 13Q (389.130000 sec): 3 clusters
  Score: Raw -46542492.848912 + Penalty 6282.422446 = -46536210.426466
  nChanged 6215
		SP:Iteration 14Q (390.270000 sec): 3 clusters
  Score: Raw -46545423.319535 + Penalty 6282.422446 = -46539140.897088
  nChanged 4922
		SP:Iteration 15Q (391.370000 sec): 3 clusters
  Score: Raw -46547614.720239 + Penalty 6282.422446 = -46541332.297793
  nChanged 4329
		SP:Iteration 16Q (392.460000 sec): 3 clusters
  Score: Raw -46549478.818968 + Penalty 6282.422446 = -46543196.396522
  nChanged 3922
		SP:Iteration 17Q (393.540000 sec): 3 clusters
  Score: Raw -46551125.313311 + Penalty 6282.422446 = -46544842.890865
  nChanged 3674
		SP:Iteration 18Q (394.600000 sec): 3 clusters
  Score: Raw -46552660.468524 + Penalty 6282.422446 = -46546378.046078
  nChanged 3496
		SP:Iteration 19Q (395.650000 sec): 3 clusters
  Score: Raw -46554107.715329 + Penalty 6282.422446 = -46547825.292883
  nChanged 3306
		SP:Iteration 20F (396.850000 sec): 3 clusters
  Score: Raw -46555479.670857 + Penalty 6282.422446 = -46549197.248411
  nChanged 3064
		SP:Iteration 21Q (397.870000 sec): 3 clusters
  Score: Raw -46556749.213405 + Penalty 6282.422446 = -46550466.790959
  nChanged 2854
		SP:Iteration 22Q (398.880000 sec): 3 clusters
  Score: Raw -46557972.604328 + Penalty 6282.422446 = -46551690.181882
  nChanged 2665
		SP:Iteration 23Q (399.880000 sec): 3 clusters
  Score: Raw -46559153.126400 + Penalty 6282.422446 = -46552870.703954
  nChanged 2461
		SP:Iteration 24Q (400.870000 sec): 3 clusters
  Score: Raw -46560197.864847 + Penalty 6282.422446 = -46553915.442401
  nChanged 2207
		SP:Iteration 25Q (401.840000 sec): 3 clusters
  Score: Raw -46561120.618783 + Penalty 6282.422446 = -46554838.196337
  nChanged 1950
		SP:Iteration 26Q (402.820000 sec): 3 clusters
  Score: Raw -46561891.742231 + Penalty 6282.422446 = -46555609.319785
  nChanged 1812
		SP:Iteration 27Q (403.780000 sec): 3 clusters
  Score: Raw -46562607.120534 + Penalty 6282.422446 = -46556324.698087
  nChanged 1632
		SP:Iteration 28Q (404.730000 sec): 3 clusters
  Score: Raw -46563172.427135 + Penalty 6282.422446 = -46556890.004688
  nChanged 1409
		SP:Iteration 29Q (405.680000 sec): 3 clusters
  Score: Raw -46563609.222031 + Penalty 6282.422446 = -46557326.799585
  nChanged 1215
		SP:Iteration 30Q (406.630000 sec): 3 clusters
  Score: Raw -46563979.389029 + Penalty 6282.422446 = -46557696.966583
  nChanged 1148
		SP:Iteration 31Q (407.570000 sec): 3 clusters
  Score: Raw -46564300.584785 + Penalty 6282.422446 = -46558018.162339
  nChanged 994
		SP:Iteration 32Q (408.500000 sec): 3 clusters
  Score: Raw -46564544.005923 + Penalty 6282.422446 = -46558261.583477
  nChanged 832
		SP:Iteration 33Q (409.430000 sec): 3 clusters
  Score: Raw -46564716.640605 + Penalty 6282.422446 = -46558434.218158
  nChanged 735
		SP:Iteration 34Q (410.360000 sec): 3 clusters
  Score: Raw -46564853.364326 + Penalty 6282.422446 = -46558570.941879
  nChanged 648
		SP:Iteration 35Q (411.280000 sec): 3 clusters
  Score: Raw -46564957.763046 + Penalty 6282.422446 = -46558675.340600
  nChanged 561
		SP:Iteration 36Q (412.200000 sec): 3 clusters
  Score: Raw -46565035.680472 + Penalty 6282.422446 = -46558753.258026
  nChanged 500
		SP:Iteration 37Q (413.120000 sec): 3 clusters
  Score: Raw -46565097.421950 + Penalty 6282.422446 = -46558814.999504
  nChanged 464
		SP:Iteration 38Q (414.050000 sec): 3 clusters
  Score: Raw -46565152.535113 + Penalty 6282.422446 = -46558870.112667
  nChanged 438
		SP:Iteration 39Q (414.970000 sec): 3 clusters
  Score: Raw -46565199.169821 + Penalty 6282.422446 = -46558916.747375
  nChanged 365
		SP:Iteration 40F (416.160000 sec): 3 clusters
  Score: Raw -46565234.665052 + Penalty 6282.422446 = -46558952.242605
  nChanged 368
		SP:Iteration 41Q (417.070000 sec): 3 clusters
  Score: Raw -46565273.498869 + Penalty 6282.422446 = -46558991.076423
  nChanged 351
		SP:Iteration 42Q (417.990000 sec): 3 clusters
  Score: Raw -46565309.229325 + Penalty 6282.422446 = -46559026.806879
  nChanged 370
		SP:Iteration 43Q (418.910000 sec): 3 clusters
  Score: Raw -46565351.341733 + Penalty 6282.422446 = -46559068.919286
  nChanged 376
		SP:Iteration 44Q (419.830000 sec): 3 clusters
  Score: Raw -46565394.818922 + Penalty 6282.422446 = -46559112.396476
  nChanged 380
		SP:Iteration 45Q (420.740000 sec): 3 clusters
  Score: Raw -46565438.783563 + Penalty 6282.422446 = -46559156.361117
  nChanged 360
		SP:Iteration 46Q (421.650000 sec): 3 clusters
  Score: Raw -46565480.274641 + Penalty 6282.422446 = -46559197.852194
  nChanged 323
		SP:Iteration 47Q (422.550000 sec): 3 clusters
  Score: Raw -46565514.963947 + Penalty 6282.422446 = -46559232.541501
  nChanged 312
		SP:Iteration 48Q (423.460000 sec): 3 clusters
  Score: Raw -46565544.240333 + Penalty 6282.422446 = -46559261.817887
  nChanged 293
		SP:Iteration 49Q (424.350000 sec): 3 clusters
  Score: Raw -46565574.025930 + Penalty 6282.422446 = -46559291.603484
  nChanged 294
		SP:Iteration 50Q (425.260000 sec): 3 clusters
  Score: Raw -46565606.441089 + Penalty 6282.422446 = -46559324.018643
  nChanged 301
		SP:Iteration 51Q (426.160000 sec): 3 clusters
  Score: Raw -46565638.901285 + Penalty 6282.422446 = -46559356.478839
  nChanged 294
		SP:Iteration 52Q (427.060000 sec): 3 clusters
  Score: Raw -46565669.594055 + Penalty 6282.422446 = -46559387.171609
  nChanged 276
		SP:Iteration 53Q (427.970000 sec): 3 clusters
  Score: Raw -46565697.590570 + Penalty 6282.422446 = -46559415.168124
  nChanged 255
		SP:Iteration 54Q (428.870000 sec): 3 clusters
  Score: Raw -46565721.135902 + Penalty 6282.422446 = -46559438.713456
  nChanged 230
		SP:Iteration 55Q (429.770000 sec): 3 clusters
  Score: Raw -46565741.936868 + Penalty 6282.422446 = -46559459.514422
  nChanged 226
		SP:Iteration 56Q (430.660000 sec): 3 clusters
  Score: Raw -46565762.750004 + Penalty 6282.422446 = -46559480.327558
  nChanged 187
		SP:Iteration 57Q (431.560000 sec): 3 clusters
  Score: Raw -46565778.752512 + Penalty 6282.422446 = -46559496.330066
  nChanged 161
		SP:Iteration 58Q (432.460000 sec): 3 clusters
  Score: Raw -46565791.456630 + Penalty 6282.422446 = -46559509.034184
  nChanged 158
		SP:Iteration 59Q (433.370000 sec): 3 clusters
  Score: Raw -46565803.990249 + Penalty 6282.422446 = -46559521.567803
  nChanged 152
		SP:Iteration 60F (434.560000 sec): 3 clusters
  Score: Raw -46565814.255374 + Penalty 6282.422446 = -46559531.832928
  nChanged 131
		SP:Iteration 61Q (435.460000 sec): 3 clusters
  Score: Raw -46565823.346411 + Penalty 6282.422446 = -46559540.923965
  nChanged 120
		SP:Iteration 62Q (436.350000 sec): 3 clusters
  Score: Raw -46565832.027112 + Penalty 6282.422446 = -46559549.604666
  nChanged 123
		SP:Iteration 63Q (437.240000 sec): 3 clusters
  Score: Raw -46565840.683210 + Penalty 6282.422446 = -46559558.260764
  nChanged 130
		SP:Iteration 64Q (438.140000 sec): 3 clusters
  Score: Raw -46565849.132709 + Penalty 6282.422446 = -46559566.710262
  nChanged 98
		SP:Iteration 65Q (439.020000 sec): 3 clusters
  Score: Raw -46565854.285637 + Penalty 6282.422446 = -46559571.863191
  nChanged 83
		SP:Iteration 66Q (439.910000 sec): 3 clusters
  Score: Raw -46565858.358234 + Penalty 6282.422446 = -46559575.935788
  nChanged 73
		SP:Iteration 67Q (440.800000 sec): 3 clusters
  Score: Raw -46565862.231626 + Penalty 6282.422446 = -46559579.809180
  nChanged 68
		SP:Iteration 68Q (441.700000 sec): 3 clusters
  Score: Raw -46565865.577518 + Penalty 6282.422446 = -46559583.155072
  nChanged 65
		SP:Iteration 69Q (442.590000 sec): 3 clusters
  Score: Raw -46565868.879899 + Penalty 6282.422446 = -46559586.457453
  nChanged 62
		SP:Iteration 70Q (443.490000 sec): 3 clusters
  Score: Raw -46565872.373465 + Penalty 6282.422446 = -46559589.951018
  nChanged 54
		SP:Iteration 71Q (444.380000 sec): 3 clusters
  Score: Raw -46565875.688566 + Penalty 6282.422446 = -46559593.266120
  nChanged 52
		SP:Iteration 72Q (445.260000 sec): 3 clusters
  Score: Raw -46565878.060542 + Penalty 6282.422446 = -46559595.638095
  nChanged 52
		SP:Iteration 73Q (446.150000 sec): 3 clusters
  Score: Raw -46565880.401952 + Penalty 6282.422446 = -46559597.979506
  nChanged 45
		SP:Iteration 74Q (447.050000 sec): 3 clusters
  Score: Raw -46565882.471839 + Penalty 6282.422446 = -46559600.049393
  nChanged 45
		SP:Iteration 75Q (447.950000 sec): 3 clusters
  Score: Raw -46565884.448838 + Penalty 6282.422446 = -46559602.026392
  nChanged 44
		SP:Iteration 76Q (448.830000 sec): 3 clusters
  Score: Raw -46565886.696127 + Penalty 6282.422446 = -46559604.273681
  nChanged 56
		SP:Iteration 77Q (449.730000 sec): 3 clusters
  Score: Raw -46565889.387679 + Penalty 6282.422446 = -46559606.965233
  nChanged 57
		SP:Iteration 78Q (450.630000 sec): 3 clusters
  Score: Raw -46565892.001787 + Penalty 6282.422446 = -46559609.579341
  nChanged 54
		SP:Iteration 79Q (451.520000 sec): 3 clusters
  Score: Raw -46565894.717175 + Penalty 6282.422446 = -46559612.294729
  nChanged 48
		SP:Iteration 80F (452.720000 sec): 3 clusters
  Score: Raw -46565897.123768 + Penalty 6282.422446 = -46559614.701322
  nChanged 43
		SP:Iteration 81Q (453.610000 sec): 3 clusters
  Score: Raw -46565899.113485 + Penalty 6282.422446 = -46559616.691039
  nChanged 41
		SP:Iteration 82Q (454.500000 sec): 3 clusters
  Score: Raw -46565900.738094 + Penalty 6282.422446 = -46559618.315648
  nChanged 38
		SP:Iteration 83Q (455.400000 sec): 3 clusters
  Score: Raw -46565902.375641 + Penalty 6282.422446 = -46559619.953195
  nChanged 34
		SP:Iteration 84Q (456.300000 sec): 3 clusters
  Score: Raw -46565904.015861 + Penalty 6282.422446 = -46559621.593414
  nChanged 37
		SP:Iteration 85Q (457.200000 sec): 3 clusters
  Score: Raw -46565905.405695 + Penalty 6282.422446 = -46559622.983249
  nChanged 32
		SP:Iteration 86Q (458.090000 sec): 3 clusters
  Score: Raw -46565906.923948 + Penalty 6282.422446 = -46559624.501502
  nChanged 36
		SP:Iteration 87Q (458.980000 sec): 3 clusters
  Score: Raw -46565908.571980 + Penalty 6282.422446 = -46559626.149534
  nChanged 38
		SP:Iteration 88Q (459.870000 sec): 3 clusters
  Score: Raw -46565910.697885 + Penalty 6282.422446 = -46559628.275438
  nChanged 39
		SP:Iteration 89Q (460.760000 sec): 3 clusters
  Score: Raw -46565912.793912 + Penalty 6282.422446 = -46559630.371465
  nChanged 50
		SP:Iteration 90Q (461.650000 sec): 3 clusters
  Score: Raw -46565915.558549 + Penalty 6282.422446 = -46559633.136102
  nChanged 51
		SP:Iteration 91Q (462.540000 sec): 3 clusters
  Score: Raw -46565918.115809 + Penalty 6282.422446 = -46559635.693363
  nChanged 44
		SP:Iteration 92Q (463.420000 sec): 3 clusters
  Score: Raw -46565920.072428 + Penalty 6282.422446 = -46559637.649982
  nChanged 27
		SP:Iteration 93Q (464.310000 sec): 3 clusters
  Score: Raw -46565921.369864 + Penalty 6282.422446 = -46559638.947418
  nChanged 29
		SP:Iteration 94Q (465.200000 sec): 3 clusters
  Score: Raw -46565922.458268 + Penalty 6282.422446 = -46559640.035822
  nChanged 28
		SP:Iteration 95Q (466.090000 sec): 3 clusters
  Score: Raw -46565923.870207 + Penalty 6282.422446 = -46559641.447761
  nChanged 36
		SP:Iteration 96Q (466.980000 sec): 3 clusters
  Score: Raw -46565925.532763 + Penalty 6282.422446 = -46559643.110316
  nChanged 39
		SP:Iteration 97Q (467.870000 sec): 3 clusters
  Score: Raw -46565927.347962 + Penalty 6282.422446 = -46559644.925516
  nChanged 41
		SP:Iteration 98Q (468.760000 sec): 3 clusters
  Score: Raw -46565929.322187 + Penalty 6282.422446 = -46559646.899740
  nChanged 33
		SP:Iteration 99Q (469.660000 sec): 3 clusters
  Score: Raw -46565931.070219 + Penalty 6282.422446 = -46559648.647773
  nChanged 37
		SP:Iteration 100F (470.860000 sec): 3 clusters
  Score: Raw -46565932.778372 + Penalty 6282.422446 = -46559650.355925
  nChanged 30
		SP:Iteration 101Q (471.730000 sec): 3 clusters
  Score: Raw -46565933.907512 + Penalty 6282.422446 = -46559651.485065
  nChanged 19
		SP:Iteration 102Q (472.620000 sec): 3 clusters
  Score: Raw -46565934.764723 + Penalty 6282.422446 = -46559652.342277
  nChanged 25
		SP:Iteration 103Q (473.510000 sec): 3 clusters
  Score: Raw -46565935.749414 + Penalty 6282.422446 = -46559653.326968
  nChanged 15
		SP:Iteration 104Q (474.400000 sec): 3 clusters
  Score: Raw -46565936.228464 + Penalty 6282.422446 = -46559653.806018
  nChanged 12
		SP:Iteration 105Q (475.290000 sec): 3 clusters
  Score: Raw -46565936.614719 + Penalty 6282.422446 = -46559654.192273
  nChanged 10
		SP:Iteration 106Q (476.180000 sec): 3 clusters
  Score: Raw -46565936.895384 + Penalty 6282.422446 = -46559654.472938
  nChanged 5
		SP:Iteration 107Q (477.060000 sec): 3 clusters
  Score: Raw -46565937.234989 + Penalty 6282.422446 = -46559654.812542
  nChanged 11
		SP:Iteration 108Q (477.950000 sec): 3 clusters
  Score: Raw -46565937.622743 + Penalty 6282.422446 = -46559655.200297
  nChanged 13
		SP:Iteration 109Q (478.840000 sec): 3 clusters
  Score: Raw -46565937.990906 + Penalty 6282.422446 = -46559655.568460
  nChanged 12
		SP:Iteration 110Q (479.730000 sec): 3 clusters
  Score: Raw -46565938.355872 + Penalty 6282.422446 = -46559655.933426
  nChanged 15
		SP:Iteration 111Q (480.620000 sec): 3 clusters
  Score: Raw -46565938.964447 + Penalty 6282.422446 = -46559656.542001
  nChanged 11
		SP:Iteration 112Q (481.510000 sec): 3 clusters
  Score: Raw -46565939.402442 + Penalty 6282.422446 = -46559656.979996
  nChanged 10
		SP:Iteration 113Q (482.400000 sec): 3 clusters
  Score: Raw -46565939.670813 + Penalty 6282.422446 = -46559657.248367
  nChanged 7
		SP:Iteration 114Q (483.290000 sec): 3 clusters
  Score: Raw -46565939.915211 + Penalty 6282.422446 = -46559657.492765
  nChanged 8
		SP:Iteration 115Q (484.180000 sec): 3 clusters
  Score: Raw -46565940.155384 + Penalty 6282.422446 = -46559657.732938
  nChanged 11
		SP:Iteration 116Q (485.070000 sec): 3 clusters
  Score: Raw -46565940.659763 + Penalty 6282.422446 = -46559658.237316
  nChanged 11
		SP:Iteration 117Q (485.960000 sec): 3 clusters
  Score: Raw -46565941.115805 + Penalty 6282.422446 = -46559658.693359
  nChanged 15
		SP:Iteration 118Q (486.850000 sec): 3 clusters
  Score: Raw -46565941.637398 + Penalty 6282.422446 = -46559659.214952
  nChanged 10
		SP:Iteration 119Q (487.730000 sec): 3 clusters
  Score: Raw -46565941.892567 + Penalty 6282.422446 = -46559659.470121
  nChanged 4
		SP:Iteration 120F (488.930000 sec): 3 clusters
  Score: Raw -46565941.997594 + Penalty 6282.422446 = -46559659.575148
  nChanged 5
		SP:Iteration 121Q (489.810000 sec): 3 clusters
  Score: Raw -46565942.176480 + Penalty 6282.422446 = -46559659.754033
  nChanged 10
		SP:Iteration 122Q (490.700000 sec): 3 clusters
  Score: Raw -46565942.477591 + Penalty 6282.422446 = -46559660.055145
  nChanged 11
		SP:Iteration 123Q (491.580000 sec): 3 clusters
  Score: Raw -46565942.812588 + Penalty 6282.422446 = -46559660.390142
  nChanged 14
		SP:Iteration 124Q (492.460000 sec): 3 clusters
  Score: Raw -46565943.376640 + Penalty 6282.422446 = -46559660.954194
  nChanged 16
		SP:Iteration 125Q (493.360000 sec): 3 clusters
  Score: Raw -46565944.058326 + Penalty 6282.422446 = -46559661.635880
  nChanged 12
		SP:Iteration 126Q (494.250000 sec): 3 clusters
  Score: Raw -46565944.500615 + Penalty 6282.422446 = -46559662.078169
  nChanged 8
		SP:Iteration 127Q (495.150000 sec): 3 clusters
  Score: Raw -46565944.759654 + Penalty 6282.422446 = -46559662.337208
  nChanged 10
		SP:Iteration 128Q (496.050000 sec): 3 clusters
  Score: Raw -46565945.180128 + Penalty 6282.422446 = -46559662.757682
  nChanged 9
		SP:Iteration 129Q (496.940000 sec): 3 clusters
  Score: Raw -46565945.528941 + Penalty 6282.422446 = -46559663.106494
  nChanged 7
		SP:Iteration 130Q (497.840000 sec): 3 clusters
  Score: Raw -46565945.903071 + Penalty 6282.422446 = -46559663.480624
  nChanged 10
		SP:Iteration 131Q (498.730000 sec): 3 clusters
  Score: Raw -46565946.269346 + Penalty 6282.422446 = -46559663.846899
  nChanged 9
		SP:Iteration 132Q (499.620000 sec): 3 clusters
  Score: Raw -46565946.782416 + Penalty 6282.422446 = -46559664.359970
  nChanged 10
		SP:Iteration 133Q (500.510000 sec): 3 clusters
  Score: Raw -46565947.324925 + Penalty 6282.422446 = -46559664.902478
  nChanged 11
		SP:Iteration 134Q (501.390000 sec): 3 clusters
  Score: Raw -46565947.906023 + Penalty 6282.422446 = -46559665.483577
  nChanged 12
		SP:Iteration 135Q (502.280000 sec): 3 clusters
  Score: Raw -46565948.402010 + Penalty 6282.422446 = -46559665.979563
  nChanged 13
		SP:Iteration 136Q (503.170000 sec): 3 clusters
  Score: Raw -46565949.035173 + Penalty 6282.422446 = -46559666.612727
  nChanged 13
		SP:Iteration 137Q (504.060000 sec): 3 clusters
  Score: Raw -46565949.757859 + Penalty 6282.422446 = -46559667.335412
  nChanged 13
		SP:Iteration 138Q (504.950000 sec): 3 clusters
  Score: Raw -46565950.248324 + Penalty 6282.422446 = -46559667.825878
  nChanged 10
		SP:Iteration 139Q (505.840000 sec): 3 clusters
  Score: Raw -46565950.559348 + Penalty 6282.422446 = -46559668.136902
  nChanged 11
		SP:Iteration 140F (507.040000 sec): 3 clusters
  Score: Raw -46565951.066721 + Penalty 6282.422446 = -46559668.644274
  nChanged 13
		SP:Iteration 141Q (507.940000 sec): 3 clusters
  Score: Raw -46565951.511836 + Penalty 6282.422446 = -46559669.089389
  nChanged 8
		SP:Iteration 142Q (508.830000 sec): 3 clusters
  Score: Raw -46565951.789417 + Penalty 6282.422446 = -46559669.366971
  nChanged 13
		SP:Iteration 143Q (509.720000 sec): 3 clusters
  Score: Raw -46565952.184550 + Penalty 6282.422446 = -46559669.762104
  nChanged 9
		SP:Iteration 144Q (510.610000 sec): 3 clusters
  Score: Raw -46565952.606027 + Penalty 6282.422446 = -46559670.183581
  nChanged 13
		SP:Iteration 145Q (511.500000 sec): 3 clusters
  Score: Raw -46565953.123494 + Penalty 6282.422446 = -46559670.701048
  nChanged 13
		SP:Iteration 146Q (512.390000 sec): 3 clusters
  Score: Raw -46565953.582814 + Penalty 6282.422446 = -46559671.160368
  nChanged 10
		SP:Iteration 147Q (513.280000 sec): 3 clusters
  Score: Raw -46565954.034440 + Penalty 6282.422446 = -46559671.611994
  nChanged 7
		SP:Iteration 148Q (514.170000 sec): 3 clusters
  Score: Raw -46565954.334628 + Penalty 6282.422446 = -46559671.912182
  nChanged 9
		SP:Iteration 149Q (515.060000 sec): 3 clusters
  Score: Raw -46565954.613313 + Penalty 6282.422446 = -46559672.190867
  nChanged 7
		SP:Iteration 150Q (515.950000 sec): 3 clusters
  Score: Raw -46565954.869644 + Penalty 6282.422446 = -46559672.447198
  nChanged 7
		SP:Iteration 151Q (516.840000 sec): 3 clusters
  Score: Raw -46565955.120718 + Penalty 6282.422446 = -46559672.698272
  nChanged 7
		SP:Iteration 152Q (517.730000 sec): 3 clusters
  Score: Raw -46565955.387793 + Penalty 6282.422446 = -46559672.965347
  nChanged 13
		SP:Iteration 153Q (518.620000 sec): 3 clusters
  Score: Raw -46565955.829020 + Penalty 6282.422446 = -46559673.406574
  nChanged 5
		SP:Iteration 154Q (519.510000 sec): 3 clusters
  Score: Raw -46565956.061295 + Penalty 6282.422446 = -46559673.638849
  nChanged 5
		SP:Iteration 155Q (520.400000 sec): 3 clusters
  Score: Raw -46565956.221268 + Penalty 6282.422446 = -46559673.798822
  nChanged 5
		SP:Iteration 156Q (521.290000 sec): 3 clusters
  Score: Raw -46565956.376608 + Penalty 6282.422446 = -46559673.954161
  nChanged 5
		SP:Iteration 157Q (522.180000 sec): 3 clusters
  Score: Raw -46565956.533609 + Penalty 6282.422446 = -46559674.111163
  nChanged 2
		SP:Iteration 158Q (523.080000 sec): 3 clusters
  Score: Raw -46565956.605982 + Penalty 6282.422446 = -46559674.183536
  nChanged 2
		SP:Iteration 159Q (523.970000 sec): 3 clusters
  Score: Raw -46565956.678410 + Penalty 6282.422446 = -46559674.255963
  nChanged 3
		SP:Iteration 160F (525.150000 sec): 3 clusters
  Score: Raw -46565956.761136 + Penalty 6282.422446 = -46559674.338690
  nChanged 2
		SP:Iteration 161Q (526.040000 sec): 3 clusters
  Score: Raw -46565956.844401 + Penalty 6282.422446 = -46559674.421955
  nChanged 1
		SP:Iteration 162Q (526.930000 sec): 3 clusters
  Score: Raw -46565956.875352 + Penalty 6282.422446 = -46559674.452906
  nChanged 0
		SP:Iteration 163F (528.120000 sec): 3 clusters
  Score: Raw -46565956.875352 + Penalty 6282.422446 = -46559674.452906
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (121806 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (528.590000 sec): 2 clusters
  Score: Raw -17728994.820269 + Penalty 2904.125854 = -17726090.694415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (529.060000 sec): 3 clusters
  Score: Raw -17650433.527057 + Penalty 5808.251707 = -17644625.275350
  nChanged 57877
		SP:Iteration 1F (529.520000 sec): 3 clusters
  Score: Raw -17683345.588440 + Penalty 5808.251707 = -17677537.336732
  nChanged 3380
		SP:Iteration 2Q (529.990000 sec): 3 clusters
  Score: Raw -17684030.626205 + Penalty 5808.251707 = -17678222.374497
  nChanged 3491
		SP:Iteration 3Q (530.470000 sec): 3 clusters
  Score: Raw -17684830.926463 + Penalty 5808.251707 = -17679022.674755
  nChanged 3739
		SP:Iteration 4Q (530.940000 sec): 3 clusters
  Score: Raw -17685805.810250 + Penalty 5808.251707 = -17679997.558542
  nChanged 4091
		SP:Iteration 5Q (531.410000 sec): 3 clusters
  Score: Raw -17687065.258069 + Penalty 5808.251707 = -17681257.006362
  nChanged 4597
		SP:Iteration 6Q (531.880000 sec): 3 clusters
  Score: Raw -17688736.001558 + Penalty 5808.251707 = -17682927.749851
  nChanged 5276
		SP:Iteration 7Q (532.360000 sec): 3 clusters
  Score: Raw -17691011.427931 + Penalty 5808.251707 = -17685203.176224
  nChanged 6068
		SP:Iteration 8Q (532.840000 sec): 3 clusters
  Score: Raw -17694098.019709 + Penalty 5808.251707 = -17688289.768001
  nChanged 6790
		SP:Iteration 9F (533.300000 sec): 3 clusters
  Score: Raw -17697975.156538 + Penalty 5808.251707 = -17692166.904831
  nChanged 7023
		SP:Iteration 10F (533.760000 sec): 3 clusters
  Score: Raw -17702137.239399 + Penalty 5808.251707 = -17696328.987691
  nChanged 6791
		SP:Iteration 11F (534.220000 sec): 3 clusters
  Score: Raw -17706159.798996 + Penalty 5808.251707 = -17700351.547288
  nChanged 6130
		SP:Iteration 12F (534.690000 sec): 3 clusters
  Score: Raw -17709545.503614 + Penalty 5808.251707 = -17703737.251906
  nChanged 5396
		SP:Iteration 13Q (535.150000 sec): 3 clusters
  Score: Raw -17712381.828915 + Penalty 5808.251707 = -17706573.577208
  nChanged 4503
		SP:Iteration 14Q (535.610000 sec): 3 clusters
  Score: Raw -17714611.125148 + Penalty 5808.251707 = -17708802.873441
  nChanged 3796
		SP:Iteration 15Q (536.070000 sec): 3 clusters
  Score: Raw -17716418.492247 + Penalty 5808.251707 = -17710610.240539
  nChanged 3257
		SP:Iteration 16Q (536.520000 sec): 3 clusters
  Score: Raw -17717940.163026 + Penalty 5808.251707 = -17712131.911319
  nChanged 2934
		SP:Iteration 17Q (536.970000 sec): 3 clusters
  Score: Raw -17719419.102258 + Penalty 5808.251707 = -17713610.850551
  nChanged 2867
		SP:Iteration 18Q (537.420000 sec): 3 clusters
  Score: Raw -17720929.432980 + Penalty 5808.251707 = -17715121.181272
  nChanged 2817
		SP:Iteration 19Q (537.870000 sec): 3 clusters
  Score: Raw -17722468.296408 + Penalty 5808.251707 = -17716660.044701
  nChanged 2793
		SP:Iteration 20F (538.330000 sec): 3 clusters
  Score: Raw -17723910.579266 + Penalty 5808.251707 = -17718102.327559
  nChanged 2639
		SP:Iteration 21Q (538.770000 sec): 3 clusters
  Score: Raw -17725182.948852 + Penalty 5808.251707 = -17719374.697145
  nChanged 2367
		SP:Iteration 22Q (539.210000 sec): 3 clusters
  Score: Raw -17726175.477193 + Penalty 5808.251707 = -17720367.225485
  nChanged 1996
		SP:Iteration 23Q (539.640000 sec): 3 clusters
  Score: Raw -17726968.999549 + Penalty 5808.251707 = -17721160.747841
  nChanged 1783
		SP:Iteration 24Q (540.080000 sec): 3 clusters
  Score: Raw -17727651.484586 + Penalty 5808.251707 = -17721843.232878
  nChanged 1610
		SP:Iteration 25Q (540.520000 sec): 3 clusters
  Score: Raw -17728161.679576 + Penalty 5808.251707 = -17722353.427869
  nChanged 1405
		SP:Iteration 26Q (540.950000 sec): 3 clusters
  Score: Raw -17728531.868764 + Penalty 5808.251707 = -17722723.617057
  nChanged 1164
		SP:Iteration 27Q (541.380000 sec): 3 clusters
  Score: Raw -17728805.646536 + Penalty 5808.251707 = -17722997.394828
  nChanged 1041
		SP:Iteration 28Q (541.810000 sec): 3 clusters
  Score: Raw -17729029.756939 + Penalty 5808.251707 = -17723221.505231
  nChanged 900
		SP:Iteration 29Q (542.240000 sec): 3 clusters
  Score: Raw -17729195.807360 + Penalty 5808.251707 = -17723387.555653
  nChanged 766
		SP:Iteration 30Q (542.670000 sec): 3 clusters
  Score: Raw -17729325.649680 + Penalty 5808.251707 = -17723517.397972
  nChanged 697
		SP:Iteration 31Q (543.100000 sec): 3 clusters
  Score: Raw -17729432.393596 + Penalty 5808.251707 = -17723624.141888
  nChanged 664
		SP:Iteration 32Q (543.530000 sec): 3 clusters
  Score: Raw -17729521.355960 + Penalty 5808.251707 = -17723713.104253
  nChanged 551
		SP:Iteration 33Q (543.950000 sec): 3 clusters
  Score: Raw -17729582.347085 + Penalty 5808.251707 = -17723774.095377
  nChanged 487
		SP:Iteration 34Q (544.380000 sec): 3 clusters
  Score: Raw -17729625.601979 + Penalty 5808.251707 = -17723817.350271
  nChanged 396
		SP:Iteration 35Q (544.800000 sec): 3 clusters
  Score: Raw -17729655.381307 + Penalty 5808.251707 = -17723847.129599
  nChanged 340
		SP:Iteration 36Q (545.220000 sec): 3 clusters
  Score: Raw -17729677.592758 + Penalty 5808.251707 = -17723869.341050
  nChanged 294
		SP:Iteration 37Q (545.650000 sec): 3 clusters
  Score: Raw -17729695.312619 + Penalty 5808.251707 = -17723887.060912
  nChanged 253
		SP:Iteration 38Q (546.070000 sec): 3 clusters
  Score: Raw -17729709.949923 + Penalty 5808.251707 = -17723901.698215
  nChanged 224
		SP:Iteration 39Q (546.490000 sec): 3 clusters
  Score: Raw -17729722.229476 + Penalty 5808.251707 = -17723913.977769
  nChanged 190
		SP:Iteration 40F (546.960000 sec): 3 clusters
  Score: Raw -17729736.099635 + Penalty 5808.251707 = -17723927.847927
  nChanged 194
		SP:Iteration 41Q (547.390000 sec): 3 clusters
  Score: Raw -17729745.573012 + Penalty 5808.251707 = -17723937.321305
  nChanged 183
		SP:Iteration 42Q (547.820000 sec): 3 clusters
  Score: Raw -17729754.503127 + Penalty 5808.251707 = -17723946.251419
  nChanged 203
		SP:Iteration 43Q (548.260000 sec): 3 clusters
  Score: Raw -17729764.937298 + Penalty 5808.251707 = -17723956.685591
  nChanged 183
		SP:Iteration 44Q (548.700000 sec): 3 clusters
  Score: Raw -17729773.200058 + Penalty 5808.251707 = -17723964.948350
  nChanged 168
		SP:Iteration 45Q (549.130000 sec): 3 clusters
  Score: Raw -17729781.188354 + Penalty 5808.251707 = -17723972.936646
  nChanged 154
		SP:Iteration 46Q (549.560000 sec): 3 clusters
  Score: Raw -17729788.491227 + Penalty 5808.251707 = -17723980.239519
  nChanged 155
		SP:Iteration 47Q (549.990000 sec): 3 clusters
  Score: Raw -17729795.517642 + Penalty 5808.251707 = -17723987.265935
  nChanged 149
		SP:Iteration 48Q (550.430000 sec): 3 clusters
  Score: Raw -17729802.022984 + Penalty 5808.251707 = -17723993.771277
  nChanged 129
		SP:Iteration 49Q (550.860000 sec): 3 clusters
  Score: Raw -17729806.443184 + Penalty 5808.251707 = -17723998.191477
  nChanged 110
		SP:Iteration 50Q (551.300000 sec): 3 clusters
  Score: Raw -17729809.910911 + Penalty 5808.251707 = -17724001.659203
  nChanged 95
		SP:Iteration 51Q (551.740000 sec): 3 clusters
  Score: Raw -17729812.525872 + Penalty 5808.251707 = -17724004.274165
  nChanged 74
		SP:Iteration 52Q (552.170000 sec): 3 clusters
  Score: Raw -17729814.334917 + Penalty 5808.251707 = -17724006.083210
  nChanged 70
		SP:Iteration 53Q (552.610000 sec): 3 clusters
  Score: Raw -17729815.840457 + Penalty 5808.251707 = -17724007.588750
  nChanged 53
		SP:Iteration 54Q (553.040000 sec): 3 clusters
  Score: Raw -17729816.886351 + Penalty 5808.251707 = -17724008.634643
  nChanged 53
		SP:Iteration 55Q (553.470000 sec): 3 clusters
  Score: Raw -17729818.053800 + Penalty 5808.251707 = -17724009.802092
  nChanged 53
		SP:Iteration 56Q (553.910000 sec): 3 clusters
  Score: Raw -17729819.365038 + Penalty 5808.251707 = -17724011.113330
  nChanged 46
		SP:Iteration 57Q (554.340000 sec): 3 clusters
  Score: Raw -17729820.664664 + Penalty 5808.251707 = -17724012.412956
  nChanged 46
		SP:Iteration 58Q (554.770000 sec): 3 clusters
  Score: Raw -17729821.956900 + Penalty 5808.251707 = -17724013.705192
  nChanged 48
		SP:Iteration 59Q (555.210000 sec): 3 clusters
  Score: Raw -17729823.223908 + Penalty 5808.251707 = -17724014.972200
  nChanged 45
		SP:Iteration 60F (555.670000 sec): 3 clusters
  Score: Raw -17729824.216736 + Penalty 5808.251707 = -17724015.965028
  nChanged 40
		SP:Iteration 61Q (556.110000 sec): 3 clusters
  Score: Raw -17729825.006767 + Penalty 5808.251707 = -17724016.755060
  nChanged 37
		SP:Iteration 62Q (556.550000 sec): 3 clusters
  Score: Raw -17729825.757417 + Penalty 5808.251707 = -17724017.505709
  nChanged 32
		SP:Iteration 63Q (556.980000 sec): 3 clusters
  Score: Raw -17729826.340538 + Penalty 5808.251707 = -17724018.088831
  nChanged 25
		SP:Iteration 64Q (557.410000 sec): 3 clusters
  Score: Raw -17729826.816499 + Penalty 5808.251707 = -17724018.564791
  nChanged 26
		SP:Iteration 65Q (557.850000 sec): 3 clusters
  Score: Raw -17729827.243687 + Penalty 5808.251707 = -17724018.991980
  nChanged 22
		SP:Iteration 66Q (558.280000 sec): 3 clusters
  Score: Raw -17729827.517084 + Penalty 5808.251707 = -17724019.265377
  nChanged 11
		SP:Iteration 67Q (558.720000 sec): 3 clusters
  Score: Raw -17729827.733236 + Penalty 5808.251707 = -17724019.481529
  nChanged 13
		SP:Iteration 68Q (559.150000 sec): 3 clusters
  Score: Raw -17729827.991146 + Penalty 5808.251707 = -17724019.739438
  nChanged 13
		SP:Iteration 69Q (559.590000 sec): 3 clusters
  Score: Raw -17729828.189840 + Penalty 5808.251707 = -17724019.938133
  nChanged 16
		SP:Iteration 70Q (560.020000 sec): 3 clusters
  Score: Raw -17729828.474643 + Penalty 5808.251707 = -17724020.222936
  nChanged 17
		SP:Iteration 71Q (560.460000 sec): 3 clusters
  Score: Raw -17729828.776259 + Penalty 5808.251707 = -17724020.524552
  nChanged 16
		SP:Iteration 72Q (560.890000 sec): 3 clusters
  Score: Raw -17729829.013342 + Penalty 5808.251707 = -17724020.761634
  nChanged 14
		SP:Iteration 73Q (561.330000 sec): 3 clusters
  Score: Raw -17729829.217574 + Penalty 5808.251707 = -17724020.965866
  nChanged 12
		SP:Iteration 74Q (561.760000 sec): 3 clusters
  Score: Raw -17729829.464785 + Penalty 5808.251707 = -17724021.213077
  nChanged 18
		SP:Iteration 75Q (562.200000 sec): 3 clusters
  Score: Raw -17729829.881418 + Penalty 5808.251707 = -17724021.629711
  nChanged 20
		SP:Iteration 76Q (562.640000 sec): 3 clusters
  Score: Raw -17729830.283526 + Penalty 5808.251707 = -17724022.031818
  nChanged 25
		SP:Iteration 77Q (563.070000 sec): 3 clusters
  Score: Raw -17729830.766265 + Penalty 5808.251707 = -17724022.514558
  nChanged 22
		SP:Iteration 78Q (563.510000 sec): 3 clusters
  Score: Raw -17729831.156484 + Penalty 5808.251707 = -17724022.904777
  nChanged 20
		SP:Iteration 79Q (563.940000 sec): 3 clusters
  Score: Raw -17729831.453461 + Penalty 5808.251707 = -17724023.201754
  nChanged 16
		SP:Iteration 80F (564.400000 sec): 3 clusters
  Score: Raw -17729831.644742 + Penalty 5808.251707 = -17724023.393034
  nChanged 13
		SP:Iteration 81Q (564.840000 sec): 3 clusters
  Score: Raw -17729831.783571 + Penalty 5808.251707 = -17724023.531864
  nChanged 7
		SP:Iteration 82Q (565.270000 sec): 3 clusters
  Score: Raw -17729831.870539 + Penalty 5808.251707 = -17724023.618831
  nChanged 8
		SP:Iteration 83Q (565.710000 sec): 3 clusters
  Score: Raw -17729831.976529 + Penalty 5808.251707 = -17724023.724821
  nChanged 10
		SP:Iteration 84Q (566.140000 sec): 3 clusters
  Score: Raw -17729832.147156 + Penalty 5808.251707 = -17724023.895449
  nChanged 12
		SP:Iteration 85Q (566.580000 sec): 3 clusters
  Score: Raw -17729832.369196 + Penalty 5808.251707 = -17724024.117488
  nChanged 11
		SP:Iteration 86Q (567.020000 sec): 3 clusters
  Score: Raw -17729832.514929 + Penalty 5808.251707 = -17724024.263221
  nChanged 10
		SP:Iteration 87Q (567.450000 sec): 3 clusters
  Score: Raw -17729832.647275 + Penalty 5808.251707 = -17724024.395567
  nChanged 13
		SP:Iteration 88Q (567.890000 sec): 3 clusters
  Score: Raw -17729832.794548 + Penalty 5808.251707 = -17724024.542840
  nChanged 10
		SP:Iteration 89Q (568.320000 sec): 3 clusters
  Score: Raw -17729832.897850 + Penalty 5808.251707 = -17724024.646143
  nChanged 6
		SP:Iteration 90Q (568.760000 sec): 3 clusters
  Score: Raw -17729832.978677 + Penalty 5808.251707 = -17724024.726969
  nChanged 5
		SP:Iteration 91Q (569.190000 sec): 3 clusters
  Score: Raw -17729833.028332 + Penalty 5808.251707 = -17724024.776625
  nChanged 6
		SP:Iteration 92Q (569.630000 sec): 3 clusters
  Score: Raw -17729833.077578 + Penalty 5808.251707 = -17724024.825870
  nChanged 6
		SP:Iteration 93Q (570.070000 sec): 3 clusters
  Score: Raw -17729833.176197 + Penalty 5808.251707 = -17724024.924490
  nChanged 7
		SP:Iteration 94Q (570.500000 sec): 3 clusters
  Score: Raw -17729833.280474 + Penalty 5808.251707 = -17724025.028766
  nChanged 5
		SP:Iteration 95Q (570.940000 sec): 3 clusters
  Score: Raw -17729833.355528 + Penalty 5808.251707 = -17724025.103820
  nChanged 5
		SP:Iteration 96Q (571.370000 sec): 3 clusters
  Score: Raw -17729833.442117 + Penalty 5808.251707 = -17724025.190409
  nChanged 1
		SP:Iteration 97Q (571.800000 sec): 3 clusters
  Score: Raw -17729833.466471 + Penalty 5808.251707 = -17724025.214763
  nChanged 1
		SP:Iteration 98Q (572.230000 sec): 3 clusters
  Score: Raw -17729833.478016 + Penalty 5808.251707 = -17724025.226308
  nChanged 3
		SP:Iteration 99Q (572.670000 sec): 3 clusters
  Score: Raw -17729833.505160 + Penalty 5808.251707 = -17724025.253453
  nChanged 0
		SP:Iteration 100F (573.130000 sec): 3 clusters
  Score: Raw -17729833.505160 + Penalty 5808.251707 = -17724025.253453
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (17754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (573.240000 sec): 2 clusters
  Score: Raw -2677111.127791 + Penalty 2426.522798 = -2674684.604993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (573.300000 sec): 3 clusters
  Score: Raw -2666946.952721 + Penalty 4853.045596 = -2662093.907125
  nChanged 7787
		SP:Iteration 1F (573.370000 sec): 3 clusters
  Score: Raw -2671071.433821 + Penalty 4853.045596 = -2666218.388225
  nChanged 994
		SP:Iteration 2F (573.430000 sec): 3 clusters
  Score: Raw -2671518.730736 + Penalty 4853.045596 = -2666665.685140
  nChanged 907
		SP:Iteration 3F (573.490000 sec): 3 clusters
  Score: Raw -2671914.088464 + Penalty 4853.045596 = -2667061.042868
  nChanged 804
		SP:Iteration 4Q (573.560000 sec): 3 clusters
  Score: Raw -2672305.804589 + Penalty 4853.045596 = -2667452.758992
  nChanged 805
		SP:Iteration 5Q (573.630000 sec): 3 clusters
  Score: Raw -2672775.583382 + Penalty 4853.045596 = -2667922.537786
  nChanged 843
		SP:Iteration 6Q (573.700000 sec): 3 clusters
  Score: Raw -2673265.627126 + Penalty 4853.045596 = -2668412.581530
  nChanged 869
		SP:Iteration 7Q (573.760000 sec): 3 clusters
  Score: Raw -2673832.646636 + Penalty 4853.045596 = -2668979.601040
  nChanged 923
		SP:Iteration 8F (573.820000 sec): 3 clusters
  Score: Raw -2674429.090207 + Penalty 4853.045596 = -2669576.044611
  nChanged 920
		SP:Iteration 9F (573.890000 sec): 3 clusters
  Score: Raw -2675046.607595 + Penalty 4853.045596 = -2670193.561999
  nChanged 826
		SP:Iteration 10Q (573.950000 sec): 3 clusters
  Score: Raw -2675613.630161 + Penalty 4853.045596 = -2670760.584565
  nChanged 723
		SP:Iteration 11Q (574.020000 sec): 3 clusters
  Score: Raw -2676116.171335 + Penalty 4853.045596 = -2671263.125739
  nChanged 620
		SP:Iteration 12Q (574.080000 sec): 3 clusters
  Score: Raw -2676512.448643 + Penalty 4853.045596 = -2671659.403047
  nChanged 502
		SP:Iteration 13Q (574.140000 sec): 3 clusters
  Score: Raw -2676785.869899 + Penalty 4853.045596 = -2671932.824302
  nChanged 368
		SP:Iteration 14Q (574.200000 sec): 3 clusters
  Score: Raw -2676963.313829 + Penalty 4853.045596 = -2672110.268232
  nChanged 285
		SP:Iteration 15Q (574.260000 sec): 3 clusters
  Score: Raw -2677087.337417 + Penalty 4853.045596 = -2672234.291821
  nChanged 237
		SP:Iteration 16Q (574.330000 sec): 3 clusters
  Score: Raw -2677190.552227 + Penalty 4853.045596 = -2672337.506631
  nChanged 217
		SP:Iteration 17Q (574.380000 sec): 3 clusters
  Score: Raw -2677273.774789 + Penalty 4853.045596 = -2672420.729193
  nChanged 169
		SP:Iteration 18Q (574.440000 sec): 3 clusters
  Score: Raw -2677331.750636 + Penalty 4853.045596 = -2672478.705040
  nChanged 134
		SP:Iteration 19Q (574.500000 sec): 3 clusters
  Score: Raw -2677374.268089 + Penalty 4853.045596 = -2672521.222493
  nChanged 117
		SP:Iteration 20F (574.570000 sec): 3 clusters
  Score: Raw -2677410.878292 + Penalty 4853.045596 = -2672557.832695
  nChanged 99
		SP:Iteration 21Q (574.620000 sec): 3 clusters
  Score: Raw -2677435.082940 + Penalty 4853.045596 = -2672582.037344
  nChanged 82
		SP:Iteration 22Q (574.680000 sec): 3 clusters
  Score: Raw -2677454.849279 + Penalty 4853.045596 = -2672601.803682
  nChanged 83
		SP:Iteration 23Q (574.740000 sec): 3 clusters
  Score: Raw -2677474.471722 + Penalty 4853.045596 = -2672621.426126
  nChanged 91
		SP:Iteration 24Q (574.800000 sec): 3 clusters
  Score: Raw -2677498.871935 + Penalty 4853.045596 = -2672645.826339
  nChanged 82
		SP:Iteration 25Q (574.850000 sec): 3 clusters
  Score: Raw -2677517.136901 + Penalty 4853.045596 = -2672664.091304
  nChanged 69
		SP:Iteration 26Q (574.910000 sec): 3 clusters
  Score: Raw -2677529.764117 + Penalty 4853.045596 = -2672676.718521
  nChanged 45
		SP:Iteration 27Q (574.960000 sec): 3 clusters
  Score: Raw -2677538.140500 + Penalty 4853.045596 = -2672685.094903
  nChanged 34
		SP:Iteration 28Q (575.020000 sec): 3 clusters
  Score: Raw -2677544.238718 + Penalty 4853.045596 = -2672691.193122
  nChanged 39
		SP:Iteration 29Q (575.080000 sec): 3 clusters
  Score: Raw -2677550.635490 + Penalty 4853.045596 = -2672697.589894
  nChanged 31
		SP:Iteration 30Q (575.130000 sec): 3 clusters
  Score: Raw -2677556.347483 + Penalty 4853.045596 = -2672703.301887
  nChanged 27
		SP:Iteration 31Q (575.190000 sec): 3 clusters
  Score: Raw -2677560.991120 + Penalty 4853.045596 = -2672707.945523
  nChanged 26
		SP:Iteration 32Q (575.240000 sec): 3 clusters
  Score: Raw -2677564.879454 + Penalty 4853.045596 = -2672711.833858
  nChanged 24
		SP:Iteration 33Q (575.300000 sec): 3 clusters
  Score: Raw -2677568.219503 + Penalty 4853.045596 = -2672715.173906
  nChanged 23
		SP:Iteration 34Q (575.360000 sec): 3 clusters
  Score: Raw -2677571.806700 + Penalty 4853.045596 = -2672718.761104
  nChanged 17
		SP:Iteration 35Q (575.410000 sec): 3 clusters
  Score: Raw -2677574.780436 + Penalty 4853.045596 = -2672721.734839
  nChanged 22
		SP:Iteration 36Q (575.460000 sec): 3 clusters
  Score: Raw -2677578.123710 + Penalty 4853.045596 = -2672725.078113
  nChanged 19
		SP:Iteration 37Q (575.520000 sec): 3 clusters
  Score: Raw -2677581.255895 + Penalty 4853.045596 = -2672728.210299
  nChanged 12
		SP:Iteration 38Q (575.580000 sec): 3 clusters
  Score: Raw -2677582.980868 + Penalty 4853.045596 = -2672729.935272
  nChanged 11
		SP:Iteration 39Q (575.630000 sec): 3 clusters
  Score: Raw -2677584.501760 + Penalty 4853.045596 = -2672731.456164
  nChanged 7
		SP:Iteration 40F (575.700000 sec): 3 clusters
  Score: Raw -2677585.479590 + Penalty 4853.045596 = -2672732.433993
  nChanged 5
		SP:Iteration 41Q (575.750000 sec): 3 clusters
  Score: Raw -2677586.030021 + Penalty 4853.045596 = -2672732.984425
  nChanged 4
		SP:Iteration 42Q (575.810000 sec): 3 clusters
  Score: Raw -2677586.901173 + Penalty 4853.045596 = -2672733.855577
  nChanged 6
		SP:Iteration 43Q (575.860000 sec): 3 clusters
  Score: Raw -2677587.679320 + Penalty 4853.045596 = -2672734.633724
  nChanged 5
		SP:Iteration 44Q (575.920000 sec): 3 clusters
  Score: Raw -2677588.557884 + Penalty 4853.045596 = -2672735.512287
  nChanged 7
		SP:Iteration 45Q (575.970000 sec): 3 clusters
  Score: Raw -2677589.415895 + Penalty 4853.045596 = -2672736.370299
  nChanged 3
		SP:Iteration 46Q (576.030000 sec): 3 clusters
  Score: Raw -2677589.669420 + Penalty 4853.045596 = -2672736.623824
  nChanged 2
		SP:Iteration 47Q (576.080000 sec): 3 clusters
  Score: Raw -2677589.897577 + Penalty 4853.045596 = -2672736.851981
  nChanged 3
		SP:Iteration 48Q (576.140000 sec): 3 clusters
  Score: Raw -2677590.239952 + Penalty 4853.045596 = -2672737.194356
  nChanged 1
		SP:Iteration 49Q (576.200000 sec): 3 clusters
  Score: Raw -2677590.399528 + Penalty 4853.045596 = -2672737.353932
  nChanged 2
		SP:Iteration 50Q (576.250000 sec): 3 clusters
  Score: Raw -2677590.680607 + Penalty 4853.045596 = -2672737.635011
  nChanged 3
		SP:Iteration 51Q (576.300000 sec): 3 clusters
  Score: Raw -2677590.930883 + Penalty 4853.045596 = -2672737.885287
  nChanged 0
		SP:Iteration 52F (576.370000 sec): 3 clusters
  Score: Raw -2677590.930883 + Penalty 4853.045596 = -2672737.885287
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (8108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (576.400000 sec): 2 clusters
  Score: Raw -1148582.462282 + Penalty 2232.150414 = -1146350.311868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (576.430000 sec): 3 clusters
  Score: Raw -1144394.039099 + Penalty 4464.300828 = -1139929.738272
  nChanged 3278
		SP:Iteration 1F (576.460000 sec): 3 clusters
  Score: Raw -1146212.503152 + Penalty 4464.300828 = -1141748.202324
  nChanged 526
		SP:Iteration 2F (576.490000 sec): 3 clusters
  Score: Raw -1146506.745780 + Penalty 4464.300828 = -1142042.444953
  nChanged 419
		SP:Iteration 3F (576.520000 sec): 3 clusters
  Score: Raw -1146711.629413 + Penalty 4464.300828 = -1142247.328585
  nChanged 309
		SP:Iteration 4Q (576.550000 sec): 3 clusters
  Score: Raw -1146856.463754 + Penalty 4464.300828 = -1142392.162926
  nChanged 288
		SP:Iteration 5Q (576.580000 sec): 3 clusters
  Score: Raw -1147008.912079 + Penalty 4464.300828 = -1142544.611252
  nChanged 294
		SP:Iteration 6Q (576.610000 sec): 3 clusters
  Score: Raw -1147167.871315 + Penalty 4464.300828 = -1142703.570488
  nChanged 295
		SP:Iteration 7Q (576.640000 sec): 3 clusters
  Score: Raw -1147341.133813 + Penalty 4464.300828 = -1142876.832985
  nChanged 296
		SP:Iteration 8Q (576.670000 sec): 3 clusters
  Score: Raw -1147525.624012 + Penalty 4464.300828 = -1143061.323184
  nChanged 277
		SP:Iteration 9Q (576.700000 sec): 3 clusters
  Score: Raw -1147710.116162 + Penalty 4464.300828 = -1143245.815334
  nChanged 282
		SP:Iteration 10Q (576.720000 sec): 3 clusters
  Score: Raw -1147912.048845 + Penalty 4464.300828 = -1143447.748017
  nChanged 291
		SP:Iteration 11Q (576.750000 sec): 3 clusters
  Score: Raw -1148148.721251 + Penalty 4464.300828 = -1143684.420423
  nChanged 275
		SP:Iteration 12Q (576.780000 sec): 3 clusters
  Score: Raw -1148370.212639 + Penalty 4464.300828 = -1143905.911811
  nChanged 246
		SP:Iteration 13Q (576.810000 sec): 3 clusters
  Score: Raw -1148580.481976 + Penalty 4464.300828 = -1144116.181148
  nChanged 226
		SP:Iteration 14Q (576.840000 sec): 3 clusters
  Score: Raw -1148782.918388 + Penalty 4464.300828 = -1144318.617561
  nChanged 178
		SP:Iteration 15Q (576.860000 sec): 3 clusters
  Score: Raw -1148944.215112 + Penalty 4464.300828 = -1144479.914284
  nChanged 174
		SP:Iteration 16Q (576.890000 sec): 3 clusters
  Score: Raw -1149117.234292 + Penalty 4464.300828 = -1144652.933464
  nChanged 155
		SP:Iteration 17Q (576.920000 sec): 3 clusters
  Score: Raw -1149260.247078 + Penalty 4464.300828 = -1144795.946250
  nChanged 121
		SP:Iteration 18Q (576.940000 sec): 3 clusters
  Score: Raw -1149370.512756 + Penalty 4464.300828 = -1144906.211928
  nChanged 109
		SP:Iteration 19Q (576.970000 sec): 3 clusters
  Score: Raw -1149487.683965 + Penalty 4464.300828 = -1145023.383138
  nChanged 137
		SP:Iteration 20F (577.000000 sec): 3 clusters
  Score: Raw -1149583.068869 + Penalty 4464.300828 = -1145118.768042
  nChanged 101
		SP:Iteration 21Q (577.020000 sec): 3 clusters
  Score: Raw -1149646.885797 + Penalty 4464.300828 = -1145182.584969
  nChanged 64
		SP:Iteration 22Q (577.050000 sec): 3 clusters
  Score: Raw -1149678.283994 + Penalty 4464.300828 = -1145213.983166
  nChanged 46
		SP:Iteration 23Q (577.070000 sec): 3 clusters
  Score: Raw -1149699.460477 + Penalty 4464.300828 = -1145235.159649
  nChanged 38
		SP:Iteration 24Q (577.100000 sec): 3 clusters
  Score: Raw -1149711.825038 + Penalty 4464.300828 = -1145247.524210
  nChanged 21
		SP:Iteration 25Q (577.120000 sec): 3 clusters
  Score: Raw -1149720.604526 + Penalty 4464.300828 = -1145256.303698
  nChanged 13
		SP:Iteration 26Q (577.150000 sec): 3 clusters
  Score: Raw -1149724.407066 + Penalty 4464.300828 = -1145260.106239
  nChanged 16
		SP:Iteration 27Q (577.170000 sec): 3 clusters
  Score: Raw -1149729.730501 + Penalty 4464.300828 = -1145265.429673
  nChanged 11
		SP:Iteration 28Q (577.200000 sec): 3 clusters
  Score: Raw -1149733.465655 + Penalty 4464.300828 = -1145269.164828
  nChanged 8
		SP:Iteration 29Q (577.220000 sec): 3 clusters
  Score: Raw -1149735.653165 + Penalty 4464.300828 = -1145271.352337
  nChanged 5
		SP:Iteration 30Q (577.240000 sec): 3 clusters
  Score: Raw -1149737.104044 + Penalty 4464.300828 = -1145272.803216
  nChanged 3
		SP:Iteration 31Q (577.270000 sec): 3 clusters
  Score: Raw -1149738.062702 + Penalty 4464.300828 = -1145273.761874
  nChanged 2
		SP:Iteration 32Q (577.300000 sec): 3 clusters
  Score: Raw -1149738.776348 + Penalty 4464.300828 = -1145274.475520
  nChanged 3
		SP:Iteration 33Q (577.320000 sec): 3 clusters
  Score: Raw -1149739.863631 + Penalty 4464.300828 = -1145275.562803
  nChanged 4
		SP:Iteration 34Q (577.340000 sec): 3 clusters
  Score: Raw -1149740.906309 + Penalty 4464.300828 = -1145276.605481
  nChanged 3
		SP:Iteration 35Q (577.370000 sec): 3 clusters
  Score: Raw -1149742.044701 + Penalty 4464.300828 = -1145277.743873
  nChanged 3
		SP:Iteration 36Q (577.390000 sec): 3 clusters
  Score: Raw -1149742.694331 + Penalty 4464.300828 = -1145278.393503
  nChanged 1
		SP:Iteration 37Q (577.420000 sec): 3 clusters
  Score: Raw -1149742.871757 + Penalty 4464.300828 = -1145278.570930
  nChanged 0
		SP:Iteration 38F (577.450000 sec): 3 clusters
  Score: Raw -1149742.871757 + Penalty 4464.300828 = -1145278.570930
  nChanged 0
Iteration 20F (601.380000 sec): 22 clusters
  Score: Raw -117467146.010613 + Penalty 70868.408463 = -117396277.602150
  nChanged 13151
Iteration 21Q (609.330000 sec): 22 clusters
  Score: Raw -117480321.324480 + Penalty 70868.408463 = -117409452.916016
  nChanged 10091
Iteration 22Q (616.910000 sec): 22 clusters
  Score: Raw -117483520.126695 + Penalty 70868.408463 = -117412651.718232
  nChanged 8773
Iteration 23Q (624.380000 sec): 22 clusters
  Score: Raw -117485724.769856 + Penalty 70868.408463 = -117414856.361393
  nChanged 7731
Iteration 24Q (631.830000 sec): 22 clusters
  Score: Raw -117487354.244498 + Penalty 70868.408463 = -117416485.836035
  nChanged 6807
Iteration 25Q (639.250000 sec): 22 clusters
  Score: Raw -117488689.719103 + Penalty 70868.408463 = -117417821.310640
  nChanged 6238
Iteration 26Q (646.640000 sec): 22 clusters
  Score: Raw -117489996.137717 + Penalty 70868.408463 = -117419127.729253
  nChanged 5758
Iteration 27Q (654.040000 sec): 22 clusters
  Score: Raw -117491083.150551 + Penalty 70868.408463 = -117420214.742088
  nChanged 5351
Iteration 28Q (661.420000 sec): 22 clusters
  Score: Raw -117491914.371092 + Penalty 70868.408463 = -117421045.962629
  nChanged 5013
Iteration 29Q (668.770000 sec): 22 clusters
  Score: Raw -117492657.884777 + Penalty 70868.408463 = -117421789.476314
  nChanged 4796
Iteration 30Q (676.110000 sec): 22 clusters
  Score: Raw -117493310.571121 + Penalty 70868.408463 = -117422442.162657
  nChanged 4591
Iteration 31Q (683.420000 sec): 22 clusters
  Score: Raw -117493896.317894 + Penalty 70868.408463 = -117423027.909430
  nChanged 4358
Iteration 32Q (690.720000 sec): 22 clusters
  Score: Raw -117494445.958750 + Penalty 70868.408463 = -117423577.550286
  nChanged 4220
Iteration 33Q (698.040000 sec): 22 clusters
  Score: Raw -117494961.984438 + Penalty 70868.408463 = -117424093.575975
  nChanged 4065
Iteration 34Q (705.380000 sec): 22 clusters
  Score: Raw -117495451.103215 + Penalty 70868.408463 = -117424582.694752
  nChanged 3974
Iteration 35Q (712.680000 sec): 22 clusters
  Score: Raw -117495932.318738 + Penalty 70868.408463 = -117425063.910275
  nChanged 3886
Iteration 36Q (719.970000 sec): 22 clusters
  Score: Raw -117496404.769275 + Penalty 70868.408463 = -117425536.360812
  nChanged 3802
Iteration 37Q (727.250000 sec): 22 clusters
  Score: Raw -117496850.294640 + Penalty 70868.408463 = -117425981.886177
  nChanged 3701
Iteration 38Q (734.540000 sec): 22 clusters
  Score: Raw -117497257.209101 + Penalty 70868.408463 = -117426388.800638
  nChanged 3654
Iteration 39Q (741.800000 sec): 22 clusters
  Score: Raw -117497645.721851 + Penalty 70868.408463 = -117426777.313388
  nChanged 3628
Iteration 40F (765.570000 sec): 22 clusters
  Score: Raw -117503501.555366 + Penalty 70868.408463 = -117432633.146903
  nChanged 3920
Iteration 41Q (773.160000 sec): 22 clusters
  Score: Raw -117508333.066499 + Penalty 70868.408463 = -117437464.658036
  nChanged 3826
Iteration 42Q (780.750000 sec): 22 clusters
  Score: Raw -117509235.778553 + Penalty 70868.408463 = -117438367.370090
  nChanged 3771
Iteration 43Q (788.300000 sec): 22 clusters
  Score: Raw -117509967.189150 + Penalty 70868.408463 = -117439098.780687
  nChanged 3975
Iteration 44Q (795.890000 sec): 22 clusters
  Score: Raw -117510519.043151 + Penalty 70868.408463 = -117439650.634688
  nChanged 4026
Iteration 45Q (803.430000 sec): 22 clusters
  Score: Raw -117511203.263135 + Penalty 70868.408463 = -117440334.854672
  nChanged 3999
Iteration 46Q (810.980000 sec): 22 clusters
  Score: Raw -117511909.685521 + Penalty 70868.408463 = -117441041.277057
  nChanged 3996
Iteration 47Q (818.520000 sec): 22 clusters
  Score: Raw -117512618.958021 + Penalty 70868.408463 = -117441750.549557
  nChanged 3971
Iteration 48Q (826.050000 sec): 22 clusters
  Score: Raw -117513507.374515 + Penalty 70868.408463 = -117442638.966052
  nChanged 4014
Iteration 49Q (833.580000 sec): 22 clusters
  Score: Raw -117513885.656062 + Penalty 70868.408463 = -117443017.247599
  nChanged 4013
Iteration 50Q (841.100000 sec): 22 clusters
  Score: Raw -117514245.912503 + Penalty 70868.408463 = -117443377.504040
  nChanged 4179
Iteration 51Q (848.620000 sec): 22 clusters
  Score: Raw -117514622.420394 + Penalty 70868.408463 = -117443754.011931
  nChanged 4231
Iteration 52Q (856.130000 sec): 22 clusters
  Score: Raw -117515019.218435 + Penalty 70868.408463 = -117444150.809972
  nChanged 4440
Iteration 53Q (863.640000 sec): 22 clusters
  Score: Raw -117515453.117096 + Penalty 70868.408463 = -117444584.708633
  nChanged 4599
Iteration 54Q (871.150000 sec): 22 clusters
  Score: Raw -117515938.834778 + Penalty 70868.408463 = -117445070.426314
  nChanged 4983
Iteration 55Q (878.670000 sec): 22 clusters
  Score: Raw -117516514.705281 + Penalty 70868.408463 = -117445646.296818
  nChanged 5408
Iteration 56Q (886.220000 sec): 22 clusters
  Score: Raw -117517221.106149 + Penalty 70868.408463 = -117446352.697685
  nChanged 5893
Iteration 57Q (893.760000 sec): 22 clusters
  Score: Raw -117518076.207016 + Penalty 70868.408463 = -117447207.798553
  nChanged 6478
Iteration 58Q (901.300000 sec): 22 clusters
  Score: Raw -117519123.596388 + Penalty 70868.408463 = -117448255.187924
  nChanged 7103
Writing temp clu file 
Because OldScore, -117447207.798553, is greater than current (better) Score,-117448255.187924 
 Compute initial score before splitting:   Score: Raw -117519123.596388 + Penalty 70868.408463 = -117448255.187924
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (1300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.460000 sec): 2 clusters
  Score: Raw -189433.906082 + Penalty 1778.189647 = -187655.716435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.470000 sec): 3 clusters
  Score: Raw -189023.702042 + Penalty 3556.379294 = -185467.322748
  nChanged 362
		SP:Iteration 1F (901.480000 sec): 3 clusters
  Score: Raw -189325.263470 + Penalty 3556.379294 = -185768.884176
  nChanged 84
		SP:Iteration 2F (901.480000 sec): 3 clusters
  Score: Raw -189411.472400 + Penalty 3556.379294 = -185855.093106
  nChanged 40
		SP:Iteration 3Q (901.480000 sec): 3 clusters
  Score: Raw -189453.589720 + Penalty 3556.379294 = -185897.210426
  nChanged 24
		SP:Iteration 4Q (901.490000 sec): 3 clusters
  Score: Raw -189484.640767 + Penalty 3556.379294 = -185928.261473
  nChanged 18
		SP:Iteration 5Q (901.500000 sec): 3 clusters
  Score: Raw -189504.428618 + Penalty 3556.379294 = -185948.049324
  nChanged 13
		SP:Iteration 6Q (901.500000 sec): 3 clusters
  Score: Raw -189521.789684 + Penalty 3556.379294 = -185965.410390
  nChanged 20
		SP:Iteration 7Q (901.500000 sec): 3 clusters
  Score: Raw -189539.324066 + Penalty 3556.379294 = -185982.944772
  nChanged 9
		SP:Iteration 8Q (901.510000 sec): 3 clusters
  Score: Raw -189548.663909 + Penalty 3556.379294 = -185992.284616
  nChanged 11
		SP:Iteration 9Q (901.520000 sec): 3 clusters
  Score: Raw -189558.763303 + Penalty 3556.379294 = -186002.384010
  nChanged 13
		SP:Iteration 10Q (901.520000 sec): 3 clusters
  Score: Raw -189570.255187 + Penalty 3556.379294 = -186013.875893
  nChanged 12
		SP:Iteration 11Q (901.520000 sec): 3 clusters
  Score: Raw -189581.442520 + Penalty 3556.379294 = -186025.063226
  nChanged 11
		SP:Iteration 12Q (901.530000 sec): 3 clusters
  Score: Raw -189593.036681 + Penalty 3556.379294 = -186036.657387
  nChanged 8
		SP:Iteration 13Q (901.540000 sec): 3 clusters
  Score: Raw -189598.774900 + Penalty 3556.379294 = -186042.395607
  nChanged 5
		SP:Iteration 14Q (901.540000 sec): 3 clusters
  Score: Raw -189603.066750 + Penalty 3556.379294 = -186046.687457
  nChanged 5
		SP:Iteration 15Q (901.550000 sec): 3 clusters
  Score: Raw -189608.925555 + Penalty 3556.379294 = -186052.546261
  nChanged 5
		SP:Iteration 16Q (901.550000 sec): 3 clusters
  Score: Raw -189617.078012 + Penalty 3556.379294 = -186060.698718
  nChanged 4
		SP:Iteration 17Q (901.560000 sec): 3 clusters
  Score: Raw -189620.544208 + Penalty 3556.379294 = -186064.164914
  nChanged 2
		SP:Iteration 18Q (901.560000 sec): 3 clusters
  Score: Raw -189623.031611 + Penalty 3556.379294 = -186066.652318
  nChanged 0
		SP:Iteration 19F (901.570000 sec): 3 clusters
  Score: Raw -189623.031611 + Penalty 3556.379294 = -186066.652318
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.580000 sec): 2 clusters
  Score: Raw -182124.288917 + Penalty 1765.268019 = -180359.020899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.580000 sec): 3 clusters
  Score: Raw -181784.649686 + Penalty 3530.536037 = -178254.113649
  nChanged 338
		SP:Iteration 1F (901.580000 sec): 3 clusters
  Score: Raw -182137.906601 + Penalty 3530.536037 = -178607.370563
  nChanged 94
		SP:Iteration 2F (901.590000 sec): 3 clusters
  Score: Raw -182286.327721 + Penalty 3530.536037 = -178755.791683
  nChanged 67
		SP:Iteration 3F (901.590000 sec): 3 clusters
  Score: Raw -182359.912015 + Penalty 3530.536037 = -178829.375978
  nChanged 30
		SP:Iteration 4Q (901.600000 sec): 3 clusters
  Score: Raw -182398.244317 + Penalty 3530.536037 = -178867.708280
  nChanged 22
		SP:Iteration 5Q (901.600000 sec): 3 clusters
  Score: Raw -182420.859356 + Penalty 3530.536037 = -178890.323318
  nChanged 13
		SP:Iteration 6Q (901.610000 sec): 3 clusters
  Score: Raw -182436.319545 + Penalty 3530.536037 = -178905.783508
  nChanged 12
		SP:Iteration 7Q (901.610000 sec): 3 clusters
  Score: Raw -182443.885440 + Penalty 3530.536037 = -178913.349402
  nChanged 6
		SP:Iteration 8Q (901.620000 sec): 3 clusters
  Score: Raw -182448.785276 + Penalty 3530.536037 = -178918.249239
  nChanged 5
		SP:Iteration 9Q (901.620000 sec): 3 clusters
  Score: Raw -182456.832323 + Penalty 3530.536037 = -178926.296285
  nChanged 6
		SP:Iteration 10Q (901.630000 sec): 3 clusters
  Score: Raw -182463.285120 + Penalty 3530.536037 = -178932.749083
  nChanged 6
		SP:Iteration 11Q (901.630000 sec): 3 clusters
  Score: Raw -182467.565959 + Penalty 3530.536037 = -178937.029921
  nChanged 2
		SP:Iteration 12Q (901.640000 sec): 3 clusters
  Score: Raw -182469.188512 + Penalty 3530.536037 = -178938.652475
  nChanged 1
		SP:Iteration 13Q (901.640000 sec): 3 clusters
  Score: Raw -182470.944469 + Penalty 3530.536037 = -178940.408432
  nChanged 1
		SP:Iteration 14Q (901.650000 sec): 3 clusters
  Score: Raw -182472.856376 + Penalty 3530.536037 = -178942.320339
  nChanged 1
		SP:Iteration 15Q (901.650000 sec): 3 clusters
  Score: Raw -182473.011040 + Penalty 3530.536037 = -178942.475003
  nChanged 0
		SP:Iteration 16F (901.660000 sec): 3 clusters
  Score: Raw -182473.011040 + Penalty 3530.536037 = -178942.475003
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.660000 sec): 2 clusters
  Score: Raw -57770.450672 + Penalty 1522.156309 = -56248.294363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.660000 sec): 3 clusters
  Score: Raw -58098.531365 + Penalty 3044.312619 = -55054.218746
  nChanged 118
		SP:Iteration 1F (901.660000 sec): 3 clusters
  Score: Raw -58636.489317 + Penalty 3044.312619 = -55592.176698
  nChanged 77
		SP:Iteration 2F (901.670000 sec): 3 clusters
  Score: Raw -59035.564592 + Penalty 3044.312619 = -55991.251974
  nChanged 18
		SP:Iteration 3Q (901.670000 sec): 3 clusters
  Score: Raw -59285.398585 + Penalty 3044.312619 = -56241.085966
  nChanged 12
		SP:Iteration 4Q (901.670000 sec): 3 clusters
  Score: Raw -59389.825130 + Penalty 3044.312619 = -56345.512511
  nChanged 7
		SP:Iteration 5Q (901.670000 sec): 3 clusters
  Score: Raw -59602.271846 + Penalty 3044.312619 = -56557.959227
  nChanged 5
		SP:Iteration 6Q (901.670000 sec): 3 clusters
  Score: Raw -59863.463716 + Penalty 3044.312619 = -56819.151097
  nChanged 5
		SP:Iteration 7Q (901.670000 sec): 3 clusters
  Score: Raw -59930.342886 + Penalty 3044.312619 = -56886.030267
  nChanged 4
		SP:Iteration 8Q (901.680000 sec): 3 clusters
  Score: Raw -59951.841181 + Penalty 3044.312619 = -56907.528562
  nChanged 5
		SP:Iteration 9Q (901.680000 sec): 3 clusters
  Score: Raw -59975.036365 + Penalty 3044.312619 = -56930.723747
  nChanged 1
		SP:Iteration 10Q (901.680000 sec): 3 clusters
  Score: Raw -59977.888359 + Penalty 3044.312619 = -56933.575740
  nChanged 0
		SP:Iteration 11F (901.680000 sec): 3 clusters
  Score: Raw -59982.080228 + Penalty 3044.312619 = -56937.767609
  nChanged 1
		SP:Iteration 12Q (901.680000 sec): 3 clusters
  Score: Raw -59988.372581 + Penalty 3044.312619 = -56944.059963
  nChanged 0
		SP:Iteration 13F (901.680000 sec): 3 clusters
  Score: Raw -59988.372581 + Penalty 3044.312619 = -56944.059963
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 22.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (1654 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.700000 sec): 2 clusters
  Score: Raw -242793.460689 + Penalty 1837.916065 = -240955.544624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.700000 sec): 3 clusters
  Score: Raw -242231.930939 + Penalty 3675.832130 = -238556.098808
  nChanged 486
		SP:Iteration 1F (901.710000 sec): 3 clusters
  Score: Raw -242604.968069 + Penalty 3675.832130 = -238929.135939
  nChanged 112
		SP:Iteration 2F (901.720000 sec): 3 clusters
  Score: Raw -242705.290817 + Penalty 3675.832130 = -239029.458687
  nChanged 67
		SP:Iteration 3Q (901.720000 sec): 3 clusters
  Score: Raw -242754.178928 + Penalty 3675.832130 = -239078.346798
  nChanged 44
		SP:Iteration 4Q (901.730000 sec): 3 clusters
  Score: Raw -242793.461312 + Penalty 3675.832130 = -239117.629182
  nChanged 22
		SP:Iteration 5Q (901.740000 sec): 3 clusters
  Score: Raw -242818.608862 + Penalty 3675.832130 = -239142.776731
  nChanged 23
		SP:Iteration 6Q (901.740000 sec): 3 clusters
  Score: Raw -242845.723048 + Penalty 3675.832130 = -239169.890917
  nChanged 22
		SP:Iteration 7Q (901.750000 sec): 3 clusters
  Score: Raw -242860.306583 + Penalty 3675.832130 = -239184.474453
  nChanged 15
		SP:Iteration 8Q (901.750000 sec): 3 clusters
  Score: Raw -242873.602448 + Penalty 3675.832130 = -239197.770318
  nChanged 9
		SP:Iteration 9Q (901.760000 sec): 3 clusters
  Score: Raw -242880.637985 + Penalty 3675.832130 = -239204.805855
  nChanged 4
		SP:Iteration 10Q (901.770000 sec): 3 clusters
  Score: Raw -242883.827565 + Penalty 3675.832130 = -239207.995435
  nChanged 7
		SP:Iteration 11Q (901.770000 sec): 3 clusters
  Score: Raw -242889.071841 + Penalty 3675.832130 = -239213.239711
  nChanged 3
		SP:Iteration 12Q (901.780000 sec): 3 clusters
  Score: Raw -242891.434703 + Penalty 3675.832130 = -239215.602572
  nChanged 4
		SP:Iteration 13Q (901.780000 sec): 3 clusters
  Score: Raw -242893.591913 + Penalty 3675.832130 = -239217.759782
  nChanged 0
		SP:Iteration 14F (901.790000 sec): 3 clusters
  Score: Raw -242893.591913 + Penalty 3675.832130 = -239217.759782
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (1057 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.800000 sec): 2 clusters
  Score: Raw -137554.486300 + Penalty 1726.871116 = -135827.615183
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.800000 sec): 3 clusters
  Score: Raw -137410.721518 + Penalty 3453.742233 = -133956.979285
  nChanged 326
		SP:Iteration 1F (901.810000 sec): 3 clusters
  Score: Raw -138363.509565 + Penalty 3453.742233 = -134909.767332
  nChanged 143
		SP:Iteration 2F (901.810000 sec): 3 clusters
  Score: Raw -138901.306244 + Penalty 3453.742233 = -135447.564011
  nChanged 62
		SP:Iteration 3F (901.820000 sec): 3 clusters
  Score: Raw -139100.256417 + Penalty 3453.742233 = -135646.514184
  nChanged 36
		SP:Iteration 4Q (901.820000 sec): 3 clusters
  Score: Raw -139190.712807 + Penalty 3453.742233 = -135736.970574
  nChanged 19
		SP:Iteration 5Q (901.820000 sec): 3 clusters
  Score: Raw -139225.419042 + Penalty 3453.742233 = -135771.676809
  nChanged 9
		SP:Iteration 6Q (901.830000 sec): 3 clusters
  Score: Raw -139245.108695 + Penalty 3453.742233 = -135791.366462
  nChanged 8
		SP:Iteration 7Q (901.830000 sec): 3 clusters
  Score: Raw -139278.934716 + Penalty 3453.742233 = -135825.192483
  nChanged 11
		SP:Iteration 8Q (901.830000 sec): 3 clusters
  Score: Raw -139324.994936 + Penalty 3453.742233 = -135871.252703
  nChanged 11
		SP:Iteration 9Q (901.840000 sec): 3 clusters
  Score: Raw -139350.977884 + Penalty 3453.742233 = -135897.235651
  nChanged 13
		SP:Iteration 10Q (901.840000 sec): 3 clusters
  Score: Raw -139393.491184 + Penalty 3453.742233 = -135939.748951
  nChanged 21
		SP:Iteration 11Q (901.840000 sec): 3 clusters
  Score: Raw -139453.475007 + Penalty 3453.742233 = -135999.732774
  nChanged 16
		SP:Iteration 12Q (901.850000 sec): 3 clusters
  Score: Raw -139512.606870 + Penalty 3453.742233 = -136058.864637
  nChanged 22
		SP:Iteration 13Q (901.850000 sec): 3 clusters
  Score: Raw -139592.878732 + Penalty 3453.742233 = -136139.136499
  nChanged 29
		SP:Iteration 14Q (901.850000 sec): 3 clusters
  Score: Raw -139740.368543 + Penalty 3453.742233 = -136286.626310
  nChanged 35
		SP:Iteration 15Q (901.860000 sec): 3 clusters
  Score: Raw -139943.017416 + Penalty 3453.742233 = -136489.275183
  nChanged 28
		SP:Iteration 16Q (901.860000 sec): 3 clusters
  Score: Raw -140116.859103 + Penalty 3453.742233 = -136663.116870
  nChanged 19
		SP:Iteration 17Q (901.860000 sec): 3 clusters
  Score: Raw -140249.355443 + Penalty 3453.742233 = -136795.613210
  nChanged 18
		SP:Iteration 18Q (901.870000 sec): 3 clusters
  Score: Raw -140325.863472 + Penalty 3453.742233 = -136872.121239
  nChanged 9
		SP:Iteration 19Q (901.870000 sec): 3 clusters
  Score: Raw -140348.401601 + Penalty 3453.742233 = -136894.659368
  nChanged 1
		SP:Iteration 20F (901.870000 sec): 3 clusters
  Score: Raw -140354.270873 + Penalty 3453.742233 = -136900.528640
  nChanged 1
		SP:Iteration 21Q (901.880000 sec): 3 clusters
  Score: Raw -140357.736782 + Penalty 3453.742233 = -136903.994549
  nChanged 0
		SP:Iteration 22F (901.880000 sec): 3 clusters
  Score: Raw -140357.736782 + Penalty 3453.742233 = -136903.994549
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 23.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (19609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.960000 sec): 2 clusters
  Score: Raw -2715613.375330 + Penalty 2451.168493 = -2713162.206837
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (902.040000 sec): 3 clusters
  Score: Raw -2704199.277454 + Penalty 4902.336986 = -2699296.940468
  nChanged 8641
		SP:Iteration 1F (902.120000 sec): 3 clusters
  Score: Raw -2708786.040295 + Penalty 4902.336986 = -2703883.703309
  nChanged 1123
		SP:Iteration 2F (902.200000 sec): 3 clusters
  Score: Raw -2709273.003791 + Penalty 4902.336986 = -2704370.666805
  nChanged 1016
		SP:Iteration 3F (902.280000 sec): 3 clusters
  Score: Raw -2709711.972191 + Penalty 4902.336986 = -2704809.635205
  nChanged 948
		SP:Iteration 4Q (902.360000 sec): 3 clusters
  Score: Raw -2710148.334168 + Penalty 4902.336986 = -2705245.997182
  nChanged 883
		SP:Iteration 5Q (902.430000 sec): 3 clusters
  Score: Raw -2710555.944109 + Penalty 4902.336986 = -2705653.607123
  nChanged 867
		SP:Iteration 6Q (902.510000 sec): 3 clusters
  Score: Raw -2710971.298827 + Penalty 4902.336986 = -2706068.961841
  nChanged 856
		SP:Iteration 7Q (902.590000 sec): 3 clusters
  Score: Raw -2711392.741956 + Penalty 4902.336986 = -2706490.404970
  nChanged 805
		SP:Iteration 8Q (902.670000 sec): 3 clusters
  Score: Raw -2711814.362694 + Penalty 4902.336986 = -2706912.025708
  nChanged 800
		SP:Iteration 9Q (902.750000 sec): 3 clusters
  Score: Raw -2712232.303380 + Penalty 4902.336986 = -2707329.966394
  nChanged 773
		SP:Iteration 10Q (902.830000 sec): 3 clusters
  Score: Raw -2712601.498453 + Penalty 4902.336986 = -2707699.161467
  nChanged 651
		SP:Iteration 11Q (902.910000 sec): 3 clusters
  Score: Raw -2712899.102041 + Penalty 4902.336986 = -2707996.765055
  nChanged 619
		SP:Iteration 12Q (902.990000 sec): 3 clusters
  Score: Raw -2713150.949152 + Penalty 4902.336986 = -2708248.612166
  nChanged 499
		SP:Iteration 13Q (903.070000 sec): 3 clusters
  Score: Raw -2713335.084441 + Penalty 4902.336986 = -2708432.747455
  nChanged 403
		SP:Iteration 14Q (903.140000 sec): 3 clusters
  Score: Raw -2713473.516066 + Penalty 4902.336986 = -2708571.179080
  nChanged 335
		SP:Iteration 15Q (903.220000 sec): 3 clusters
  Score: Raw -2713566.243818 + Penalty 4902.336986 = -2708663.906832
  nChanged 275
		SP:Iteration 16Q (903.300000 sec): 3 clusters
  Score: Raw -2713646.145158 + Penalty 4902.336986 = -2708743.808172
  nChanged 248
		SP:Iteration 17Q (903.380000 sec): 3 clusters
  Score: Raw -2713718.443902 + Penalty 4902.336986 = -2708816.106916
  nChanged 231
		SP:Iteration 18Q (903.450000 sec): 3 clusters
  Score: Raw -2713780.007044 + Penalty 4902.336986 = -2708877.670058
  nChanged 220
		SP:Iteration 19Q (903.530000 sec): 3 clusters
  Score: Raw -2713845.837339 + Penalty 4902.336986 = -2708943.500353
  nChanged 231
		SP:Iteration 20F (903.600000 sec): 3 clusters
  Score: Raw -2713928.680976 + Penalty 4902.336986 = -2709026.343990
  nChanged 256
		SP:Iteration 21Q (903.680000 sec): 3 clusters
  Score: Raw -2714013.937100 + Penalty 4902.336986 = -2709111.600114
  nChanged 235
		SP:Iteration 22Q (903.750000 sec): 3 clusters
  Score: Raw -2714081.992791 + Penalty 4902.336986 = -2709179.655805
  nChanged 211
		SP:Iteration 23Q (903.830000 sec): 3 clusters
  Score: Raw -2714148.726577 + Penalty 4902.336986 = -2709246.389590
  nChanged 203
		SP:Iteration 24Q (903.900000 sec): 3 clusters
  Score: Raw -2714210.350450 + Penalty 4902.336986 = -2709308.013464
  nChanged 208
		SP:Iteration 25Q (903.980000 sec): 3 clusters
  Score: Raw -2714273.284171 + Penalty 4902.336986 = -2709370.947185
  nChanged 218
		SP:Iteration 26Q (904.050000 sec): 3 clusters
  Score: Raw -2714335.809337 + Penalty 4902.336986 = -2709433.472351
  nChanged 197
		SP:Iteration 27Q (904.130000 sec): 3 clusters
  Score: Raw -2714385.804597 + Penalty 4902.336986 = -2709483.467611
  nChanged 175
		SP:Iteration 28Q (904.200000 sec): 3 clusters
  Score: Raw -2714436.693163 + Penalty 4902.336986 = -2709534.356177
  nChanged 181
		SP:Iteration 29Q (904.280000 sec): 3 clusters
  Score: Raw -2714489.140869 + Penalty 4902.336986 = -2709586.803883
  nChanged 165
		SP:Iteration 30Q (904.350000 sec): 3 clusters
  Score: Raw -2714534.635920 + Penalty 4902.336986 = -2709632.298934
  nChanged 146
		SP:Iteration 31Q (904.420000 sec): 3 clusters
  Score: Raw -2714577.298208 + Penalty 4902.336986 = -2709674.961222
  nChanged 174
		SP:Iteration 32Q (904.500000 sec): 3 clusters
  Score: Raw -2714633.669376 + Penalty 4902.336986 = -2709731.332390
  nChanged 201
		SP:Iteration 33Q (904.570000 sec): 3 clusters
  Score: Raw -2714711.113579 + Penalty 4902.336986 = -2709808.776593
  nChanged 226
		SP:Iteration 34Q (904.640000 sec): 3 clusters
  Score: Raw -2714798.164633 + Penalty 4902.336986 = -2709895.827647
  nChanged 215
		SP:Iteration 35Q (904.710000 sec): 3 clusters
  Score: Raw -2714879.513736 + Penalty 4902.336986 = -2709977.176750
  nChanged 240
		SP:Iteration 36Q (904.780000 sec): 3 clusters
  Score: Raw -2714979.583488 + Penalty 4902.336986 = -2710077.246502
  nChanged 253
		SP:Iteration 37Q (904.860000 sec): 3 clusters
  Score: Raw -2715090.132148 + Penalty 4902.336986 = -2710187.795162
  nChanged 242
		SP:Iteration 38Q (904.930000 sec): 3 clusters
  Score: Raw -2715205.453597 + Penalty 4902.336986 = -2710303.116611
  nChanged 235
		SP:Iteration 39Q (905.000000 sec): 3 clusters
  Score: Raw -2715314.999941 + Penalty 4902.336986 = -2710412.662955
  nChanged 240
		SP:Iteration 40F (905.080000 sec): 3 clusters
  Score: Raw -2715429.470456 + Penalty 4902.336986 = -2710527.133469
  nChanged 239
		SP:Iteration 41Q (905.150000 sec): 3 clusters
  Score: Raw -2715552.683093 + Penalty 4902.336986 = -2710650.346107
  nChanged 219
		SP:Iteration 42Q (905.220000 sec): 3 clusters
  Score: Raw -2715675.381152 + Penalty 4902.336986 = -2710773.044166
  nChanged 235
		SP:Iteration 43Q (905.290000 sec): 3 clusters
  Score: Raw -2715790.090491 + Penalty 4902.336986 = -2710887.753505
  nChanged 209
		SP:Iteration 44Q (905.360000 sec): 3 clusters
  Score: Raw -2715875.003044 + Penalty 4902.336986 = -2710972.666058
  nChanged 172
		SP:Iteration 45Q (905.420000 sec): 3 clusters
  Score: Raw -2715936.822617 + Penalty 4902.336986 = -2711034.485631
  nChanged 156
		SP:Iteration 46Q (905.490000 sec): 3 clusters
  Score: Raw -2715993.964713 + Penalty 4902.336986 = -2711091.627727
  nChanged 134
		SP:Iteration 47Q (905.560000 sec): 3 clusters
  Score: Raw -2716036.811916 + Penalty 4902.336986 = -2711134.474930
  nChanged 115
		SP:Iteration 48Q (905.630000 sec): 3 clusters
  Score: Raw -2716067.498268 + Penalty 4902.336986 = -2711165.161282
  nChanged 98
		SP:Iteration 49Q (905.700000 sec): 3 clusters
  Score: Raw -2716095.764668 + Penalty 4902.336986 = -2711193.427682
  nChanged 84
		SP:Iteration 50Q (905.760000 sec): 3 clusters
  Score: Raw -2716121.608979 + Penalty 4902.336986 = -2711219.271993
  nChanged 80
		SP:Iteration 51Q (905.830000 sec): 3 clusters
  Score: Raw -2716139.878594 + Penalty 4902.336986 = -2711237.541608
  nChanged 65
		SP:Iteration 52Q (905.890000 sec): 3 clusters
  Score: Raw -2716155.772776 + Penalty 4902.336986 = -2711253.435790
  nChanged 57
		SP:Iteration 53Q (905.960000 sec): 3 clusters
  Score: Raw -2716171.075928 + Penalty 4902.336986 = -2711268.738941
  nChanged 63
		SP:Iteration 54Q (906.020000 sec): 3 clusters
  Score: Raw -2716185.421103 + Penalty 4902.336986 = -2711283.084117
  nChanged 54
		SP:Iteration 55Q (906.090000 sec): 3 clusters
  Score: Raw -2716198.337677 + Penalty 4902.336986 = -2711296.000691
  nChanged 66
		SP:Iteration 56Q (906.160000 sec): 3 clusters
  Score: Raw -2716214.372901 + Penalty 4902.336986 = -2711312.035915
  nChanged 58
		SP:Iteration 57Q (906.220000 sec): 3 clusters
  Score: Raw -2716228.745931 + Penalty 4902.336986 = -2711326.408945
  nChanged 65
		SP:Iteration 58Q (906.280000 sec): 3 clusters
  Score: Raw -2716244.861675 + Penalty 4902.336986 = -2711342.524689
  nChanged 67
		SP:Iteration 59Q (906.350000 sec): 3 clusters
  Score: Raw -2716262.452658 + Penalty 4902.336986 = -2711360.115672
  nChanged 70
		SP:Iteration 60F (906.430000 sec): 3 clusters
  Score: Raw -2716282.561292 + Penalty 4902.336986 = -2711380.224306
  nChanged 80
		SP:Iteration 61Q (906.490000 sec): 3 clusters
  Score: Raw -2716303.857776 + Penalty 4902.336986 = -2711401.520790
  nChanged 70
		SP:Iteration 62Q (906.560000 sec): 3 clusters
  Score: Raw -2716325.305190 + Penalty 4902.336986 = -2711422.968204
  nChanged 73
		SP:Iteration 63Q (906.620000 sec): 3 clusters
  Score: Raw -2716343.366402 + Penalty 4902.336986 = -2711441.029416
  nChanged 55
		SP:Iteration 64Q (906.690000 sec): 3 clusters
  Score: Raw -2716355.385057 + Penalty 4902.336986 = -2711453.048071
  nChanged 40
		SP:Iteration 65Q (906.750000 sec): 3 clusters
  Score: Raw -2716364.599131 + Penalty 4902.336986 = -2711462.262145
  nChanged 36
		SP:Iteration 66Q (906.820000 sec): 3 clusters
  Score: Raw -2716372.708041 + Penalty 4902.336986 = -2711470.371055
  nChanged 27
		SP:Iteration 67Q (906.880000 sec): 3 clusters
  Score: Raw -2716378.331907 + Penalty 4902.336986 = -2711475.994921
  nChanged 26
		SP:Iteration 68Q (906.950000 sec): 3 clusters
  Score: Raw -2716384.679741 + Penalty 4902.336986 = -2711482.342755
  nChanged 21
		SP:Iteration 69Q (907.010000 sec): 3 clusters
  Score: Raw -2716388.003910 + Penalty 4902.336986 = -2711485.666924
  nChanged 15
		SP:Iteration 70Q (907.080000 sec): 3 clusters
  Score: Raw -2716390.634066 + Penalty 4902.336986 = -2711488.297080
  nChanged 14
		SP:Iteration 71Q (907.140000 sec): 3 clusters
  Score: Raw -2716392.690316 + Penalty 4902.336986 = -2711490.353330
  nChanged 17
		SP:Iteration 72Q (907.200000 sec): 3 clusters
  Score: Raw -2716395.107739 + Penalty 4902.336986 = -2711492.770753
  nChanged 18
		SP:Iteration 73Q (907.270000 sec): 3 clusters
  Score: Raw -2716397.939264 + Penalty 4902.336986 = -2711495.602278
  nChanged 14
		SP:Iteration 74Q (907.330000 sec): 3 clusters
  Score: Raw -2716399.987031 + Penalty 4902.336986 = -2711497.650045
  nChanged 10
		SP:Iteration 75Q (907.400000 sec): 3 clusters
  Score: Raw -2716401.437957 + Penalty 4902.336986 = -2711499.100971
  nChanged 12
		SP:Iteration 76Q (907.460000 sec): 3 clusters
  Score: Raw -2716403.674105 + Penalty 4902.336986 = -2711501.337119
  nChanged 12
		SP:Iteration 77Q (907.520000 sec): 3 clusters
  Score: Raw -2716406.021879 + Penalty 4902.336986 = -2711503.684892
  nChanged 16
		SP:Iteration 78Q (907.590000 sec): 3 clusters
  Score: Raw -2716409.232094 + Penalty 4902.336986 = -2711506.895108
  nChanged 15
		SP:Iteration 79Q (907.650000 sec): 3 clusters
  Score: Raw -2716411.614500 + Penalty 4902.336986 = -2711509.277514
  nChanged 11
		SP:Iteration 80F (907.730000 sec): 3 clusters
  Score: Raw -2716413.322199 + Penalty 4902.336986 = -2711510.985213
  nChanged 9
		SP:Iteration 81Q (907.790000 sec): 3 clusters
  Score: Raw -2716415.089172 + Penalty 4902.336986 = -2711512.752186
  nChanged 12
		SP:Iteration 82Q (907.860000 sec): 3 clusters
  Score: Raw -2716417.196301 + Penalty 4902.336986 = -2711514.859315
  nChanged 8
		SP:Iteration 83Q (907.920000 sec): 3 clusters
  Score: Raw -2716418.427475 + Penalty 4902.336986 = -2711516.090489
  nChanged 6
		SP:Iteration 84Q (907.980000 sec): 3 clusters
  Score: Raw -2716419.255269 + Penalty 4902.336986 = -2711516.918283
  nChanged 10
		SP:Iteration 85Q (908.050000 sec): 3 clusters
  Score: Raw -2716420.553038 + Penalty 4902.336986 = -2711518.216052
  nChanged 11
		SP:Iteration 86Q (908.110000 sec): 3 clusters
  Score: Raw -2716422.602254 + Penalty 4902.336986 = -2711520.265268
  nChanged 14
		SP:Iteration 87Q (908.170000 sec): 3 clusters
  Score: Raw -2716425.307239 + Penalty 4902.336986 = -2711522.970253
  nChanged 17
		SP:Iteration 88Q (908.230000 sec): 3 clusters
  Score: Raw -2716428.800278 + Penalty 4902.336986 = -2711526.463292
  nChanged 15
		SP:Iteration 89Q (908.290000 sec): 3 clusters
  Score: Raw -2716432.407934 + Penalty 4902.336986 = -2711530.070948
  nChanged 11
		SP:Iteration 90Q (908.350000 sec): 3 clusters
  Score: Raw -2716434.604119 + Penalty 4902.336986 = -2711532.267133
  nChanged 12
		SP:Iteration 91Q (908.400000 sec): 3 clusters
  Score: Raw -2716437.042684 + Penalty 4902.336986 = -2711534.705698
  nChanged 11
		SP:Iteration 92Q (908.460000 sec): 3 clusters
  Score: Raw -2716439.116177 + Penalty 4902.336986 = -2711536.779191
  nChanged 11
		SP:Iteration 93Q (908.520000 sec): 3 clusters
  Score: Raw -2716440.789247 + Penalty 4902.336986 = -2711538.452261
  nChanged 9
		SP:Iteration 94Q (908.580000 sec): 3 clusters
  Score: Raw -2716442.159326 + Penalty 4902.336986 = -2711539.822340
  nChanged 4
		SP:Iteration 95Q (908.640000 sec): 3 clusters
  Score: Raw -2716442.525351 + Penalty 4902.336986 = -2711540.188365
  nChanged 1
		SP:Iteration 96Q (908.690000 sec): 3 clusters
  Score: Raw -2716442.615826 + Penalty 4902.336986 = -2711540.278840
  nChanged 1
		SP:Iteration 97Q (908.750000 sec): 3 clusters
  Score: Raw -2716442.774762 + Penalty 4902.336986 = -2711540.437776
  nChanged 3
		SP:Iteration 98Q (908.810000 sec): 3 clusters
  Score: Raw -2716443.196502 + Penalty 4902.336986 = -2711540.859516
  nChanged 6
		SP:Iteration 99Q (908.860000 sec): 3 clusters
  Score: Raw -2716444.258735 + Penalty 4902.336986 = -2711541.921749
  nChanged 9
		SP:Iteration 100F (908.940000 sec): 3 clusters
  Score: Raw -2716446.092275 + Penalty 4902.336986 = -2711543.755289
  nChanged 8
		SP:Iteration 101Q (909.000000 sec): 3 clusters
  Score: Raw -2716448.127981 + Penalty 4902.336986 = -2711545.790995
  nChanged 8
		SP:Iteration 102Q (909.060000 sec): 3 clusters
  Score: Raw -2716449.459466 + Penalty 4902.336986 = -2711547.122480
  nChanged 8
		SP:Iteration 103Q (909.110000 sec): 3 clusters
  Score: Raw -2716450.566159 + Penalty 4902.336986 = -2711548.229173
  nChanged 3
		SP:Iteration 104Q (909.170000 sec): 3 clusters
  Score: Raw -2716451.106589 + Penalty 4902.336986 = -2711548.769603
  nChanged 2
		SP:Iteration 105Q (909.230000 sec): 3 clusters
  Score: Raw -2716451.579124 + Penalty 4902.336986 = -2711549.242138
  nChanged 5
		SP:Iteration 106Q (909.290000 sec): 3 clusters
  Score: Raw -2716453.035744 + Penalty 4902.336986 = -2711550.698758
  nChanged 4
		SP:Iteration 107Q (909.340000 sec): 3 clusters
  Score: Raw -2716453.856711 + Penalty 4902.336986 = -2711551.519725
  nChanged 2
		SP:Iteration 108Q (909.400000 sec): 3 clusters
  Score: Raw -2716454.043597 + Penalty 4902.336986 = -2711551.706611
  nChanged 2
		SP:Iteration 109Q (909.460000 sec): 3 clusters
  Score: Raw -2716454.296510 + Penalty 4902.336986 = -2711551.959524
  nChanged 2
		SP:Iteration 110Q (909.520000 sec): 3 clusters
  Score: Raw -2716454.716352 + Penalty 4902.336986 = -2711552.379366
  nChanged 4
		SP:Iteration 111Q (909.580000 sec): 3 clusters
  Score: Raw -2716455.583963 + Penalty 4902.336986 = -2711553.246977
  nChanged 6
		SP:Iteration 112Q (909.630000 sec): 3 clusters
  Score: Raw -2716457.529129 + Penalty 4902.336986 = -2711555.192143
  nChanged 7
		SP:Iteration 113Q (909.690000 sec): 3 clusters
  Score: Raw -2716458.916862 + Penalty 4902.336986 = -2711556.579876
  nChanged 3
		SP:Iteration 114Q (909.740000 sec): 3 clusters
  Score: Raw -2716459.225603 + Penalty 4902.336986 = -2711556.888617
  nChanged 2
		SP:Iteration 115Q (909.800000 sec): 3 clusters
  Score: Raw -2716459.442264 + Penalty 4902.336986 = -2711557.105278
  nChanged 5
		SP:Iteration 116Q (909.860000 sec): 3 clusters
  Score: Raw -2716460.149599 + Penalty 4902.336986 = -2711557.812613
  nChanged 3
		SP:Iteration 117Q (909.920000 sec): 3 clusters
  Score: Raw -2716461.087355 + Penalty 4902.336986 = -2711558.750369
  nChanged 3
		SP:Iteration 118Q (909.970000 sec): 3 clusters
  Score: Raw -2716461.887006 + Penalty 4902.336986 = -2711559.550020
  nChanged 3
		SP:Iteration 119Q (910.030000 sec): 3 clusters
  Score: Raw -2716462.564796 + Penalty 4902.336986 = -2711560.227810
  nChanged 5
		SP:Iteration 120F (910.100000 sec): 3 clusters
  Score: Raw -2716463.455966 + Penalty 4902.336986 = -2711561.118980
  nChanged 1
		SP:Iteration 121Q (910.160000 sec): 3 clusters
  Score: Raw -2716463.628339 + Penalty 4902.336986 = -2711561.291353
  nChanged 0
		SP:Iteration 122F (910.230000 sec): 3 clusters
  Score: Raw -2716463.628339 + Penalty 4902.336986 = -2711561.291353
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (9331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (910.260000 sec): 2 clusters
  Score: Raw -1355092.243905 + Penalty 2266.992172 = -1352825.251732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (910.300000 sec): 3 clusters
  Score: Raw -1350159.442178 + Penalty 4533.984345 = -1345625.457833
  nChanged 3832
		SP:Iteration 1F (910.330000 sec): 3 clusters
  Score: Raw -1352777.664612 + Penalty 4533.984345 = -1348243.680267
  nChanged 1001
		SP:Iteration 2F (910.370000 sec): 3 clusters
  Score: Raw -1354248.311300 + Penalty 4533.984345 = -1349714.326955
  nChanged 1154
		SP:Iteration 3F (910.400000 sec): 3 clusters
  Score: Raw -1355858.844229 + Penalty 4533.984345 = -1351324.859884
  nChanged 951
		SP:Iteration 4F (910.440000 sec): 3 clusters
  Score: Raw -1356886.547506 + Penalty 4533.984345 = -1352352.563162
  nChanged 632
		SP:Iteration 5F (910.470000 sec): 3 clusters
  Score: Raw -1357481.816451 + Penalty 4533.984345 = -1352947.832106
  nChanged 353
		SP:Iteration 6Q (910.500000 sec): 3 clusters
  Score: Raw -1357786.003282 + Penalty 4533.984345 = -1353252.018937
  nChanged 217
		SP:Iteration 7Q (910.530000 sec): 3 clusters
  Score: Raw -1357948.087962 + Penalty 4533.984345 = -1353414.103617
  nChanged 137
		SP:Iteration 8Q (910.570000 sec): 3 clusters
  Score: Raw -1358045.438653 + Penalty 4533.984345 = -1353511.454309
  nChanged 93
		SP:Iteration 9Q (910.600000 sec): 3 clusters
  Score: Raw -1358097.350194 + Penalty 4533.984345 = -1353563.365849
  nChanged 61
		SP:Iteration 10Q (910.630000 sec): 3 clusters
  Score: Raw -1358131.459053 + Penalty 4533.984345 = -1353597.474709
  nChanged 55
		SP:Iteration 11Q (910.660000 sec): 3 clusters
  Score: Raw -1358169.849478 + Penalty 4533.984345 = -1353635.865134
  nChanged 51
		SP:Iteration 12Q (910.690000 sec): 3 clusters
  Score: Raw -1358197.003249 + Penalty 4533.984345 = -1353663.018905
  nChanged 38
		SP:Iteration 13Q (910.720000 sec): 3 clusters
  Score: Raw -1358212.619334 + Penalty 4533.984345 = -1353678.634990
  nChanged 30
		SP:Iteration 14Q (910.750000 sec): 3 clusters
  Score: Raw -1358223.083624 + Penalty 4533.984345 = -1353689.099279
  nChanged 18
		SP:Iteration 15Q (910.780000 sec): 3 clusters
  Score: Raw -1358231.113677 + Penalty 4533.984345 = -1353697.129332
  nChanged 24
		SP:Iteration 16Q (910.810000 sec): 3 clusters
  Score: Raw -1358240.299089 + Penalty 4533.984345 = -1353706.314745
  nChanged 22
		SP:Iteration 17Q (910.840000 sec): 3 clusters
  Score: Raw -1358248.443878 + Penalty 4533.984345 = -1353714.459533
  nChanged 19
		SP:Iteration 18Q (910.870000 sec): 3 clusters
  Score: Raw -1358255.105395 + Penalty 4533.984345 = -1353721.121050
  nChanged 13
		SP:Iteration 19Q (910.900000 sec): 3 clusters
  Score: Raw -1358259.047009 + Penalty 4533.984345 = -1353725.062664
  nChanged 14
		SP:Iteration 20F (910.930000 sec): 3 clusters
  Score: Raw -1358262.990222 + Penalty 4533.984345 = -1353729.005877
  nChanged 3
		SP:Iteration 21Q (910.960000 sec): 3 clusters
  Score: Raw -1358264.074870 + Penalty 4533.984345 = -1353730.090525
  nChanged 2
		SP:Iteration 22Q (910.990000 sec): 3 clusters
  Score: Raw -1358264.395768 + Penalty 4533.984345 = -1353730.411423
  nChanged 1
		SP:Iteration 23Q (911.020000 sec): 3 clusters
  Score: Raw -1358264.466657 + Penalty 4533.984345 = -1353730.482312
  nChanged 0
		SP:Iteration 24F (911.050000 sec): 3 clusters
  Score: Raw -1358264.466657 + Penalty 4533.984345 = -1353730.482312
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 24.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (104488 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (911.430000 sec): 2 clusters
  Score: Raw -15631602.948520 + Penalty 2866.093223 = -15628736.855297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (911.830000 sec): 3 clusters
  Score: Raw -15564538.428353 + Penalty 5732.186446 = -15558806.241907
  nChanged 49567
		SP:Iteration 1F (912.220000 sec): 3 clusters
  Score: Raw -15594086.487916 + Penalty 5732.186446 = -15588354.301470
  nChanged 5533
		SP:Iteration 2F (912.620000 sec): 3 clusters
  Score: Raw -15597273.919552 + Penalty 5732.186446 = -15591541.733106
  nChanged 7271
		SP:Iteration 3F (913.030000 sec): 3 clusters
  Score: Raw -15602900.403479 + Penalty 5732.186446 = -15597168.217033
  nChanged 8585
		SP:Iteration 4F (913.430000 sec): 3 clusters
  Score: Raw -15610124.286115 + Penalty 5732.186446 = -15604392.099670
  nChanged 8252
		SP:Iteration 5F (913.820000 sec): 3 clusters
  Score: Raw -15616443.902828 + Penalty 5732.186446 = -15610711.716382
  nChanged 6387
		SP:Iteration 6F (914.220000 sec): 3 clusters
  Score: Raw -15620250.542723 + Penalty 5732.186446 = -15614518.356277
  nChanged 4470
		SP:Iteration 7Q (914.610000 sec): 3 clusters
  Score: Raw -15622307.934486 + Penalty 5732.186446 = -15616575.748041
  nChanged 3118
		SP:Iteration 8Q (915.010000 sec): 3 clusters
  Score: Raw -15623499.306136 + Penalty 5732.186446 = -15617767.119690
  nChanged 2309
		SP:Iteration 9Q (915.400000 sec): 3 clusters
  Score: Raw -15624335.659472 + Penalty 5732.186446 = -15618603.473027
  nChanged 1993
		SP:Iteration 10Q (915.790000 sec): 3 clusters
  Score: Raw -15625099.333163 + Penalty 5732.186446 = -15619367.146718
  nChanged 1968
		SP:Iteration 11Q (916.180000 sec): 3 clusters
  Score: Raw -15625897.308096 + Penalty 5732.186446 = -15620165.121650
  nChanged 1922
		SP:Iteration 12Q (916.560000 sec): 3 clusters
  Score: Raw -15626747.534050 + Penalty 5732.186446 = -15621015.347604
  nChanged 1855
		SP:Iteration 13Q (916.940000 sec): 3 clusters
  Score: Raw -15627637.598618 + Penalty 5732.186446 = -15621905.412172
  nChanged 1670
		SP:Iteration 14Q (917.310000 sec): 3 clusters
  Score: Raw -15628492.233083 + Penalty 5732.186446 = -15622760.046637
  nChanged 1479
		SP:Iteration 15Q (917.680000 sec): 3 clusters
  Score: Raw -15629276.062691 + Penalty 5732.186446 = -15623543.876245
  nChanged 1220
		SP:Iteration 16Q (918.040000 sec): 3 clusters
  Score: Raw -15629970.556937 + Penalty 5732.186446 = -15624238.370491
  nChanged 940
		SP:Iteration 17Q (918.380000 sec): 3 clusters
  Score: Raw -15630529.416518 + Penalty 5732.186446 = -15624797.230073
  nChanged 711
		SP:Iteration 18Q (918.720000 sec): 3 clusters
  Score: Raw -15630959.376454 + Penalty 5732.186446 = -15625227.190008
  nChanged 488
		SP:Iteration 19Q (919.040000 sec): 3 clusters
  Score: Raw -15631274.446396 + Penalty 5732.186446 = -15625542.259951
  nChanged 326
		SP:Iteration 20F (919.440000 sec): 3 clusters
  Score: Raw -15631483.249604 + Penalty 5732.186446 = -15625751.063159
  nChanged 236
		SP:Iteration 21Q (919.740000 sec): 3 clusters
  Score: Raw -15631646.209353 + Penalty 5732.186446 = -15625914.022908
  nChanged 175
		SP:Iteration 22Q (920.040000 sec): 3 clusters
  Score: Raw -15631759.699428 + Penalty 5732.186446 = -15626027.512982
  nChanged 116
		SP:Iteration 23Q (920.340000 sec): 3 clusters
  Score: Raw -15631835.441626 + Penalty 5732.186446 = -15626103.255180
  nChanged 84
		SP:Iteration 24Q (920.640000 sec): 3 clusters
  Score: Raw -15631893.653472 + Penalty 5732.186446 = -15626161.467026
  nChanged 55
		SP:Iteration 25Q (920.930000 sec): 3 clusters
  Score: Raw -15631931.435669 + Penalty 5732.186446 = -15626199.249223
  nChanged 44
		SP:Iteration 26Q (921.220000 sec): 3 clusters
  Score: Raw -15631962.576373 + Penalty 5732.186446 = -15626230.389928
  nChanged 33
		SP:Iteration 27Q (921.510000 sec): 3 clusters
  Score: Raw -15631983.334418 + Penalty 5732.186446 = -15626251.147972
  nChanged 26
		SP:Iteration 28Q (921.800000 sec): 3 clusters
  Score: Raw -15631999.515597 + Penalty 5732.186446 = -15626267.329151
  nChanged 22
		SP:Iteration 29Q (922.090000 sec): 3 clusters
  Score: Raw -15632012.616163 + Penalty 5732.186446 = -15626280.429718
  nChanged 16
		SP:Iteration 30Q (922.380000 sec): 3 clusters
  Score: Raw -15632022.947481 + Penalty 5732.186446 = -15626290.761035
  nChanged 17
		SP:Iteration 31Q (922.660000 sec): 3 clusters
  Score: Raw -15632033.189105 + Penalty 5732.186446 = -15626301.002659
  nChanged 13
		SP:Iteration 32Q (922.950000 sec): 3 clusters
  Score: Raw -15632041.337058 + Penalty 5732.186446 = -15626309.150613
  nChanged 15
		SP:Iteration 33Q (923.240000 sec): 3 clusters
  Score: Raw -15632050.314391 + Penalty 5732.186446 = -15626318.127946
  nChanged 13
		SP:Iteration 34Q (923.530000 sec): 3 clusters
  Score: Raw -15632057.234343 + Penalty 5732.186446 = -15626325.047898
  nChanged 10
		SP:Iteration 35Q (923.820000 sec): 3 clusters
  Score: Raw -15632063.547285 + Penalty 5732.186446 = -15626331.360839
  nChanged 12
		SP:Iteration 36Q (924.100000 sec): 3 clusters
  Score: Raw -15632068.771646 + Penalty 5732.186446 = -15626336.585200
  nChanged 6
		SP:Iteration 37Q (924.390000 sec): 3 clusters
  Score: Raw -15632073.206029 + Penalty 5732.186446 = -15626341.019584
  nChanged 9
		SP:Iteration 38Q (924.680000 sec): 3 clusters
  Score: Raw -15632078.432936 + Penalty 5732.186446 = -15626346.246490
  nChanged 3
		SP:Iteration 39Q (924.960000 sec): 3 clusters
  Score: Raw -15632081.078504 + Penalty 5732.186446 = -15626348.892058
  nChanged 4
		SP:Iteration 40F (925.350000 sec): 3 clusters
  Score: Raw -15632083.148245 + Penalty 5732.186446 = -15626350.961799
  nChanged 3
		SP:Iteration 41Q (925.640000 sec): 3 clusters
  Score: Raw -15632084.683448 + Penalty 5732.186446 = -15626352.497002
  nChanged 2
		SP:Iteration 42Q (925.930000 sec): 3 clusters
  Score: Raw -15632085.471744 + Penalty 5732.186446 = -15626353.285298
  nChanged 1
		SP:Iteration 43Q (926.210000 sec): 3 clusters
  Score: Raw -15632085.814877 + Penalty 5732.186446 = -15626353.628432
  nChanged 2
		SP:Iteration 44Q (926.500000 sec): 3 clusters
  Score: Raw -15632087.275273 + Penalty 5732.186446 = -15626355.088827
  nChanged 4
		SP:Iteration 45Q (926.790000 sec): 3 clusters
  Score: Raw -15632089.425630 + Penalty 5732.186446 = -15626357.239184
  nChanged 2
		SP:Iteration 46Q (927.080000 sec): 3 clusters
  Score: Raw -15632090.812451 + Penalty 5732.186446 = -15626358.626005
  nChanged 3
		SP:Iteration 47Q (927.360000 sec): 3 clusters
  Score: Raw -15632092.437122 + Penalty 5732.186446 = -15626360.250677
  nChanged 2
		SP:Iteration 48Q (927.650000 sec): 3 clusters
  Score: Raw -15632093.843095 + Penalty 5732.186446 = -15626361.656650
  nChanged 1
		SP:Iteration 49Q (927.930000 sec): 3 clusters
  Score: Raw -15632094.433782 + Penalty 5732.186446 = -15626362.247337
  nChanged 0
		SP:Iteration 50F (928.320000 sec): 3 clusters
  Score: Raw -15632094.433782 + Penalty 5732.186446 = -15626362.247337
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (587 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (928.380000 sec): 2 clusters
  Score: Raw -61215.499427 + Penalty 1581.006155 = -59634.493272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (928.380000 sec): 3 clusters
  Score: Raw -61414.426079 + Penalty 3162.012311 = -58252.413768
  nChanged 183
		SP:Iteration 1F (928.380000 sec): 3 clusters
  Score: Raw -62096.967958 + Penalty 3162.012311 = -58934.955648
  nChanged 62
		SP:Iteration 2F (928.380000 sec): 3 clusters
  Score: Raw -62560.309847 + Penalty 3162.012311 = -59398.297537
  nChanged 67
		SP:Iteration 3F (928.380000 sec): 3 clusters
  Score: Raw -63103.645095 + Penalty 3162.012311 = -59941.632785
  nChanged 55
		SP:Iteration 4F (928.390000 sec): 3 clusters
  Score: Raw -63525.927286 + Penalty 3162.012311 = -60363.914976
  nChanged 23
		SP:Iteration 5Q (928.390000 sec): 3 clusters
  Score: Raw -63695.811519 + Penalty 3162.012311 = -60533.799208
  nChanged 12
		SP:Iteration 6Q (928.390000 sec): 3 clusters
  Score: Raw -63838.733928 + Penalty 3162.012311 = -60676.721617
  nChanged 5
		SP:Iteration 7Q (928.390000 sec): 3 clusters
  Score: Raw -63909.059393 + Penalty 3162.012311 = -60747.047082
  nChanged 5
		SP:Iteration 8Q (928.390000 sec): 3 clusters
  Score: Raw -63977.635864 + Penalty 3162.012311 = -60815.623553
  nChanged 3
		SP:Iteration 9Q (928.400000 sec): 3 clusters
  Score: Raw -63986.725638 + Penalty 3162.012311 = -60824.713328
  nChanged 0
		SP:Iteration 10F (928.400000 sec): 3 clusters
  Score: Raw -63986.725638 + Penalty 3162.012311 = -60824.713328
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 25.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (243364 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (929.260000 sec): 2 clusters
  Score: Raw -36143534.836663 + Penalty 3075.773759 = -36140459.062904
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (930.220000 sec): 3 clusters
  Score: Raw -35983067.815606 + Penalty 6151.547518 = -35976916.268088
  nChanged 117452
		SP:Iteration 1F (931.220000 sec): 3 clusters
  Score: Raw -36051707.574535 + Penalty 6151.547518 = -36045556.027017
  nChanged 6397
		SP:Iteration 2Q (932.210000 sec): 3 clusters
  Score: Raw -36053038.962843 + Penalty 6151.547518 = -36046887.415325
  nChanged 7368
		SP:Iteration 3Q (933.220000 sec): 3 clusters
  Score: Raw -36054982.707671 + Penalty 6151.547518 = -36048831.160153
  nChanged 9176
		SP:Iteration 4Q (934.220000 sec): 3 clusters
  Score: Raw -36058316.326905 + Penalty 6151.547518 = -36052164.779387
  nChanged 12412
		SP:Iteration 5F (935.220000 sec): 3 clusters
  Score: Raw -36064519.759187 + Penalty 6151.547518 = -36058368.211669
  nChanged 16943
		SP:Iteration 6F (936.200000 sec): 3 clusters
  Score: Raw -36075929.893117 + Penalty 6151.547518 = -36069778.345599
  nChanged 21602
		SP:Iteration 7F (937.170000 sec): 3 clusters
  Score: Raw -36094450.733716 + Penalty 6151.547518 = -36088299.186198
  nChanged 22601
		SP:Iteration 8F (938.130000 sec): 3 clusters
  Score: Raw -36116724.595520 + Penalty 6151.547518 = -36110573.048002
  nChanged 16751
		SP:Iteration 9F (939.100000 sec): 3 clusters
  Score: Raw -36133651.831169 + Penalty 6151.547518 = -36127500.283651
  nChanged 7880
		SP:Iteration 10Q (940.040000 sec): 3 clusters
  Score: Raw -36141206.556960 + Penalty 6151.547518 = -36135055.009442
  nChanged 2592
		SP:Iteration 11Q (940.860000 sec): 3 clusters
  Score: Raw -36143658.213426 + Penalty 6151.547518 = -36137506.665908
  nChanged 779
		SP:Iteration 12Q (941.620000 sec): 3 clusters
  Score: Raw -36144463.098298 + Penalty 6151.547518 = -36138311.550780
  nChanged 326
		SP:Iteration 13Q (942.340000 sec): 3 clusters
  Score: Raw -36144790.133205 + Penalty 6151.547518 = -36138638.585687
  nChanged 170
		SP:Iteration 14Q (943.070000 sec): 3 clusters
  Score: Raw -36144926.477226 + Penalty 6151.547518 = -36138774.929708
  nChanged 111
		SP:Iteration 15Q (943.800000 sec): 3 clusters
  Score: Raw -36144999.214534 + Penalty 6151.547518 = -36138847.667016
  nChanged 75
		SP:Iteration 16Q (944.500000 sec): 3 clusters
  Score: Raw -36145043.237935 + Penalty 6151.547518 = -36138891.690418
  nChanged 47
		SP:Iteration 17Q (945.190000 sec): 3 clusters
  Score: Raw -36145065.317433 + Penalty 6151.547518 = -36138913.769915
  nChanged 24
		SP:Iteration 18Q (945.880000 sec): 3 clusters
  Score: Raw -36145077.599157 + Penalty 6151.547518 = -36138926.051639
  nChanged 26
		SP:Iteration 19Q (946.560000 sec): 3 clusters
  Score: Raw -36145089.975562 + Penalty 6151.547518 = -36138938.428044
  nChanged 23
		SP:Iteration 20F (947.530000 sec): 3 clusters
  Score: Raw -36145098.626407 + Penalty 6151.547518 = -36138947.078889
  nChanged 16
		SP:Iteration 21Q (948.260000 sec): 3 clusters
  Score: Raw -36145105.310572 + Penalty 6151.547518 = -36138953.763054
  nChanged 18
		SP:Iteration 22Q (948.950000 sec): 3 clusters
  Score: Raw -36145112.942178 + Penalty 6151.547518 = -36138961.394660
  nChanged 14
		SP:Iteration 23Q (949.650000 sec): 3 clusters
  Score: Raw -36145118.488745 + Penalty 6151.547518 = -36138966.941227
  nChanged 10
		SP:Iteration 24Q (950.340000 sec): 3 clusters
  Score: Raw -36145121.428643 + Penalty 6151.547518 = -36138969.881125
  nChanged 5
		SP:Iteration 25Q (951.050000 sec): 3 clusters
  Score: Raw -36145122.750527 + Penalty 6151.547518 = -36138971.203009
  nChanged 5
		SP:Iteration 26Q (951.770000 sec): 3 clusters
  Score: Raw -36145125.388191 + Penalty 6151.547518 = -36138973.840674
  nChanged 8
		SP:Iteration 27Q (952.480000 sec): 3 clusters
  Score: Raw -36145128.457131 + Penalty 6151.547518 = -36138976.909613
  nChanged 10
		SP:Iteration 28Q (953.170000 sec): 3 clusters
  Score: Raw -36145131.662895 + Penalty 6151.547518 = -36138980.115377
  nChanged 5
		SP:Iteration 29Q (953.850000 sec): 3 clusters
  Score: Raw -36145133.999365 + Penalty 6151.547518 = -36138982.451847
  nChanged 1
		SP:Iteration 30Q (954.530000 sec): 3 clusters
  Score: Raw -36145134.381277 + Penalty 6151.547518 = -36138982.833759
  nChanged 2
		SP:Iteration 31Q (955.210000 sec): 3 clusters
  Score: Raw -36145135.242718 + Penalty 6151.547518 = -36138983.695201
  nChanged 5
		SP:Iteration 32Q (955.910000 sec): 3 clusters
  Score: Raw -36145136.635026 + Penalty 6151.547518 = -36138985.087508
  nChanged 4
		SP:Iteration 33Q (956.630000 sec): 3 clusters
  Score: Raw -36145137.618392 + Penalty 6151.547518 = -36138986.070874
  nChanged 2
		SP:Iteration 34Q (957.320000 sec): 3 clusters
  Score: Raw -36145137.939193 + Penalty 6151.547518 = -36138986.391675
  nChanged 0
		SP:Iteration 35F (958.280000 sec): 3 clusters
  Score: Raw -36145137.939193 + Penalty 6151.547518 = -36138986.391675
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (1156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (958.400000 sec): 2 clusters
  Score: Raw -146941.558592 + Penalty 1749.074820 = -145192.483772
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (958.410000 sec): 3 clusters
  Score: Raw -146750.006823 + Penalty 3498.149640 = -143251.857183
  nChanged 348
		SP:Iteration 1F (958.410000 sec): 3 clusters
  Score: Raw -147399.421136 + Penalty 3498.149640 = -143901.271496
  nChanged 111
		SP:Iteration 2F (958.420000 sec): 3 clusters
  Score: Raw -147716.184333 + Penalty 3498.149640 = -144218.034693
  nChanged 69
		SP:Iteration 3F (958.420000 sec): 3 clusters
  Score: Raw -147885.342299 + Penalty 3498.149640 = -144387.192658
  nChanged 57
		SP:Iteration 4Q (958.430000 sec): 3 clusters
  Score: Raw -148026.793479 + Penalty 3498.149640 = -144528.643838
  nChanged 45
		SP:Iteration 5Q (958.430000 sec): 3 clusters
  Score: Raw -148171.443166 + Penalty 3498.149640 = -144673.293526
  nChanged 40
		SP:Iteration 6Q (958.440000 sec): 3 clusters
  Score: Raw -148279.834991 + Penalty 3498.149640 = -144781.685351
  nChanged 37
		SP:Iteration 7Q (958.440000 sec): 3 clusters
  Score: Raw -148365.559299 + Penalty 3498.149640 = -144867.409659
  nChanged 25
		SP:Iteration 8Q (958.440000 sec): 3 clusters
  Score: Raw -148429.564502 + Penalty 3498.149640 = -144931.414862
  nChanged 16
		SP:Iteration 9Q (958.450000 sec): 3 clusters
  Score: Raw -148464.496657 + Penalty 3498.149640 = -144966.347017
  nChanged 16
		SP:Iteration 10Q (958.450000 sec): 3 clusters
  Score: Raw -148488.065433 + Penalty 3498.149640 = -144989.915793
  nChanged 11
		SP:Iteration 11Q (958.460000 sec): 3 clusters
  Score: Raw -148502.190777 + Penalty 3498.149640 = -145004.041137
  nChanged 7
		SP:Iteration 12Q (958.460000 sec): 3 clusters
  Score: Raw -148509.851376 + Penalty 3498.149640 = -145011.701736
  nChanged 6
		SP:Iteration 13Q (958.460000 sec): 3 clusters
  Score: Raw -148514.207332 + Penalty 3498.149640 = -145016.057692
  nChanged 1
		SP:Iteration 14Q (958.470000 sec): 3 clusters
  Score: Raw -148514.785371 + Penalty 3498.149640 = -145016.635730
  nChanged 1
		SP:Iteration 15Q (958.470000 sec): 3 clusters
  Score: Raw -148515.339381 + Penalty 3498.149640 = -145017.189741
  nChanged 0
		SP:Iteration 16F (958.480000 sec): 3 clusters
  Score: Raw -148515.339381 + Penalty 3498.149640 = -145017.189741
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (15927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (958.540000 sec): 2 clusters
  Score: Raw -2262600.515525 + Penalty 2399.591223 = -2260200.924302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (958.600000 sec): 3 clusters
  Score: Raw -2253608.579203 + Penalty 4799.182446 = -2248809.396757
  nChanged 6910
		SP:Iteration 1F (958.660000 sec): 3 clusters
  Score: Raw -2257275.239027 + Penalty 4799.182446 = -2252476.056581
  nChanged 954
		SP:Iteration 2F (958.720000 sec): 3 clusters
  Score: Raw -2257731.002479 + Penalty 4799.182446 = -2252931.820032
  nChanged 864
		SP:Iteration 3F (958.790000 sec): 3 clusters
  Score: Raw -2258157.565900 + Penalty 4799.182446 = -2253358.383454
  nChanged 831
		SP:Iteration 4F (958.850000 sec): 3 clusters
  Score: Raw -2258580.317826 + Penalty 4799.182446 = -2253781.135380
  nChanged 763
		SP:Iteration 5Q (958.910000 sec): 3 clusters
  Score: Raw -2258962.434981 + Penalty 4799.182446 = -2254163.252535
  nChanged 743
		SP:Iteration 6Q (958.980000 sec): 3 clusters
  Score: Raw -2259343.506973 + Penalty 4799.182446 = -2254544.324527
  nChanged 713
		SP:Iteration 7Q (959.040000 sec): 3 clusters
  Score: Raw -2259731.232729 + Penalty 4799.182446 = -2254932.050282
  nChanged 678
		SP:Iteration 8Q (959.100000 sec): 3 clusters
  Score: Raw -2260160.009198 + Penalty 4799.182446 = -2255360.826751
  nChanged 659
		SP:Iteration 9Q (959.160000 sec): 3 clusters
  Score: Raw -2260641.388234 + Penalty 4799.182446 = -2255842.205788
  nChanged 646
		SP:Iteration 10Q (959.220000 sec): 3 clusters
  Score: Raw -2261138.204390 + Penalty 4799.182446 = -2256339.021944
  nChanged 569
		SP:Iteration 11Q (959.280000 sec): 3 clusters
  Score: Raw -2261532.094522 + Penalty 4799.182446 = -2256732.912075
  nChanged 456
		SP:Iteration 12Q (959.330000 sec): 3 clusters
  Score: Raw -2261799.574065 + Penalty 4799.182446 = -2257000.391619
  nChanged 337
		SP:Iteration 13Q (959.380000 sec): 3 clusters
  Score: Raw -2261943.683389 + Penalty 4799.182446 = -2257144.500943
  nChanged 240
		SP:Iteration 14Q (959.440000 sec): 3 clusters
  Score: Raw -2262036.475397 + Penalty 4799.182446 = -2257237.292950
  nChanged 184
		SP:Iteration 15Q (959.490000 sec): 3 clusters
  Score: Raw -2262104.719855 + Penalty 4799.182446 = -2257305.537409
  nChanged 141
		SP:Iteration 16Q (959.540000 sec): 3 clusters
  Score: Raw -2262152.470699 + Penalty 4799.182446 = -2257353.288253
  nChanged 139
		SP:Iteration 17Q (959.600000 sec): 3 clusters
  Score: Raw -2262200.372121 + Penalty 4799.182446 = -2257401.189675
  nChanged 112
		SP:Iteration 18Q (959.650000 sec): 3 clusters
  Score: Raw -2262238.511980 + Penalty 4799.182446 = -2257439.329533
  nChanged 113
		SP:Iteration 19Q (959.700000 sec): 3 clusters
  Score: Raw -2262278.668628 + Penalty 4799.182446 = -2257479.486181
  nChanged 110
		SP:Iteration 20F (959.760000 sec): 3 clusters
  Score: Raw -2262310.242510 + Penalty 4799.182446 = -2257511.060064
  nChanged 100
		SP:Iteration 21Q (959.810000 sec): 3 clusters
  Score: Raw -2262344.394075 + Penalty 4799.182446 = -2257545.211629
  nChanged 83
		SP:Iteration 22Q (959.860000 sec): 3 clusters
  Score: Raw -2262369.844995 + Penalty 4799.182446 = -2257570.662548
  nChanged 77
		SP:Iteration 23Q (959.910000 sec): 3 clusters
  Score: Raw -2262392.940625 + Penalty 4799.182446 = -2257593.758179
  nChanged 71
		SP:Iteration 24Q (959.960000 sec): 3 clusters
  Score: Raw -2262414.185889 + Penalty 4799.182446 = -2257615.003443
  nChanged 77
		SP:Iteration 25Q (960.010000 sec): 3 clusters
  Score: Raw -2262439.887089 + Penalty 4799.182446 = -2257640.704643
  nChanged 68
		SP:Iteration 26Q (960.060000 sec): 3 clusters
  Score: Raw -2262462.827796 + Penalty 4799.182446 = -2257663.645350
  nChanged 66
		SP:Iteration 27Q (960.110000 sec): 3 clusters
  Score: Raw -2262483.560441 + Penalty 4799.182446 = -2257684.377995
  nChanged 76
		SP:Iteration 28Q (960.160000 sec): 3 clusters
  Score: Raw -2262506.191214 + Penalty 4799.182446 = -2257707.008768
  nChanged 60
		SP:Iteration 29Q (960.200000 sec): 3 clusters
  Score: Raw -2262521.967642 + Penalty 4799.182446 = -2257722.785196
  nChanged 55
		SP:Iteration 30Q (960.250000 sec): 3 clusters
  Score: Raw -2262536.926149 + Penalty 4799.182446 = -2257737.743703
  nChanged 50
		SP:Iteration 31Q (960.300000 sec): 3 clusters
  Score: Raw -2262551.884236 + Penalty 4799.182446 = -2257752.701789
  nChanged 40
		SP:Iteration 32Q (960.350000 sec): 3 clusters
  Score: Raw -2262561.473764 + Penalty 4799.182446 = -2257762.291318
  nChanged 41
		SP:Iteration 33Q (960.400000 sec): 3 clusters
  Score: Raw -2262571.935690 + Penalty 4799.182446 = -2257772.753243
  nChanged 45
		SP:Iteration 34Q (960.450000 sec): 3 clusters
  Score: Raw -2262581.575075 + Penalty 4799.182446 = -2257782.392628
  nChanged 37
		SP:Iteration 35Q (960.500000 sec): 3 clusters
  Score: Raw -2262590.163388 + Penalty 4799.182446 = -2257790.980941
  nChanged 39
		SP:Iteration 36Q (960.540000 sec): 3 clusters
  Score: Raw -2262600.379113 + Penalty 4799.182446 = -2257801.196666
  nChanged 34
		SP:Iteration 37Q (960.600000 sec): 3 clusters
  Score: Raw -2262608.937398 + Penalty 4799.182446 = -2257809.754952
  nChanged 30
		SP:Iteration 38Q (960.640000 sec): 3 clusters
  Score: Raw -2262614.258369 + Penalty 4799.182446 = -2257815.075923
  nChanged 20
		SP:Iteration 39Q (960.690000 sec): 3 clusters
  Score: Raw -2262617.269586 + Penalty 4799.182446 = -2257818.087139
  nChanged 17
		SP:Iteration 40F (960.750000 sec): 3 clusters
  Score: Raw -2262620.327834 + Penalty 4799.182446 = -2257821.145388
  nChanged 15
		SP:Iteration 41Q (960.800000 sec): 3 clusters
  Score: Raw -2262623.088861 + Penalty 4799.182446 = -2257823.906414
  nChanged 15
		SP:Iteration 42Q (960.840000 sec): 3 clusters
  Score: Raw -2262624.938936 + Penalty 4799.182446 = -2257825.756490
  nChanged 8
		SP:Iteration 43Q (960.890000 sec): 3 clusters
  Score: Raw -2262626.532876 + Penalty 4799.182446 = -2257827.350429
  nChanged 12
		SP:Iteration 44Q (960.940000 sec): 3 clusters
  Score: Raw -2262628.244601 + Penalty 4799.182446 = -2257829.062155
  nChanged 9
		SP:Iteration 45Q (960.990000 sec): 3 clusters
  Score: Raw -2262630.274092 + Penalty 4799.182446 = -2257831.091645
  nChanged 17
		SP:Iteration 46Q (961.040000 sec): 3 clusters
  Score: Raw -2262634.559254 + Penalty 4799.182446 = -2257835.376807
  nChanged 25
		SP:Iteration 47Q (961.080000 sec): 3 clusters
  Score: Raw -2262640.460856 + Penalty 4799.182446 = -2257841.278410
  nChanged 33
		SP:Iteration 48Q (961.130000 sec): 3 clusters
  Score: Raw -2262647.783150 + Penalty 4799.182446 = -2257848.600704
  nChanged 28
		SP:Iteration 49Q (961.180000 sec): 3 clusters
  Score: Raw -2262654.485709 + Penalty 4799.182446 = -2257855.303262
  nChanged 27
		SP:Iteration 50Q (961.230000 sec): 3 clusters
  Score: Raw -2262660.038374 + Penalty 4799.182446 = -2257860.855928
  nChanged 26
		SP:Iteration 51Q (961.280000 sec): 3 clusters
  Score: Raw -2262665.547215 + Penalty 4799.182446 = -2257866.364769
  nChanged 23
		SP:Iteration 52Q (961.320000 sec): 3 clusters
  Score: Raw -2262670.625592 + Penalty 4799.182446 = -2257871.443145
  nChanged 20
		SP:Iteration 53Q (961.370000 sec): 3 clusters
  Score: Raw -2262675.933680 + Penalty 4799.182446 = -2257876.751234
  nChanged 27
		SP:Iteration 54Q (961.420000 sec): 3 clusters
  Score: Raw -2262682.873799 + Penalty 4799.182446 = -2257883.691352
  nChanged 24
		SP:Iteration 55Q (961.470000 sec): 3 clusters
  Score: Raw -2262689.206810 + Penalty 4799.182446 = -2257890.024363
  nChanged 23
		SP:Iteration 56Q (961.510000 sec): 3 clusters
  Score: Raw -2262694.384289 + Penalty 4799.182446 = -2257895.201842
  nChanged 21
		SP:Iteration 57Q (961.560000 sec): 3 clusters
  Score: Raw -2262699.703868 + Penalty 4799.182446 = -2257900.521421
  nChanged 28
		SP:Iteration 58Q (961.610000 sec): 3 clusters
  Score: Raw -2262706.228364 + Penalty 4799.182446 = -2257907.045918
  nChanged 34
		SP:Iteration 59Q (961.660000 sec): 3 clusters
  Score: Raw -2262714.984397 + Penalty 4799.182446 = -2257915.801951
  nChanged 30
		SP:Iteration 60F (961.710000 sec): 3 clusters
  Score: Raw -2262722.619574 + Penalty 4799.182446 = -2257923.437127
  nChanged 32
		SP:Iteration 61Q (961.760000 sec): 3 clusters
  Score: Raw -2262730.895538 + Penalty 4799.182446 = -2257931.713091
  nChanged 29
		SP:Iteration 62Q (961.810000 sec): 3 clusters
  Score: Raw -2262738.494745 + Penalty 4799.182446 = -2257939.312298
  nChanged 28
		SP:Iteration 63Q (961.850000 sec): 3 clusters
  Score: Raw -2262744.440469 + Penalty 4799.182446 = -2257945.258022
  nChanged 18
		SP:Iteration 64Q (961.900000 sec): 3 clusters
  Score: Raw -2262747.399957 + Penalty 4799.182446 = -2257948.217511
  nChanged 16
		SP:Iteration 65Q (961.950000 sec): 3 clusters
  Score: Raw -2262750.816737 + Penalty 4799.182446 = -2257951.634291
  nChanged 17
		SP:Iteration 66Q (961.990000 sec): 3 clusters
  Score: Raw -2262754.574864 + Penalty 4799.182446 = -2257955.392417
  nChanged 23
		SP:Iteration 67Q (962.040000 sec): 3 clusters
  Score: Raw -2262759.609775 + Penalty 4799.182446 = -2257960.427329
  nChanged 18
		SP:Iteration 68Q (962.090000 sec): 3 clusters
  Score: Raw -2262763.932460 + Penalty 4799.182446 = -2257964.750014
  nChanged 15
		SP:Iteration 69Q (962.130000 sec): 3 clusters
  Score: Raw -2262767.757796 + Penalty 4799.182446 = -2257968.575350
  nChanged 21
		SP:Iteration 70Q (962.180000 sec): 3 clusters
  Score: Raw -2262773.300632 + Penalty 4799.182446 = -2257974.118186
  nChanged 21
		SP:Iteration 71Q (962.220000 sec): 3 clusters
  Score: Raw -2262778.882213 + Penalty 4799.182446 = -2257979.699766
  nChanged 17
		SP:Iteration 72Q (962.270000 sec): 3 clusters
  Score: Raw -2262782.315973 + Penalty 4799.182446 = -2257983.133526
  nChanged 10
		SP:Iteration 73Q (962.320000 sec): 3 clusters
  Score: Raw -2262784.817729 + Penalty 4799.182446 = -2257985.635283
  nChanged 9
		SP:Iteration 74Q (962.360000 sec): 3 clusters
  Score: Raw -2262786.849712 + Penalty 4799.182446 = -2257987.667265
  nChanged 6
		SP:Iteration 75Q (962.410000 sec): 3 clusters
  Score: Raw -2262787.876969 + Penalty 4799.182446 = -2257988.694523
  nChanged 3
		SP:Iteration 76Q (962.460000 sec): 3 clusters
  Score: Raw -2262788.362352 + Penalty 4799.182446 = -2257989.179906
  nChanged 2
		SP:Iteration 77Q (962.500000 sec): 3 clusters
  Score: Raw -2262788.716616 + Penalty 4799.182446 = -2257989.534169
  nChanged 3
		SP:Iteration 78Q (962.550000 sec): 3 clusters
  Score: Raw -2262789.138699 + Penalty 4799.182446 = -2257989.956253
  nChanged 2
		SP:Iteration 79Q (962.600000 sec): 3 clusters
  Score: Raw -2262789.409559 + Penalty 4799.182446 = -2257990.227113
  nChanged 3
		SP:Iteration 80F (962.650000 sec): 3 clusters
  Score: Raw -2262790.156565 + Penalty 4799.182446 = -2257990.974118
  nChanged 2
		SP:Iteration 81Q (962.700000 sec): 3 clusters
  Score: Raw -2262790.541206 + Penalty 4799.182446 = -2257991.358760
  nChanged 0
		SP:Iteration 82F (962.760000 sec): 3 clusters
  Score: Raw -2262790.541206 + Penalty 4799.182446 = -2257991.358760
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (1314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (962.770000 sec): 2 clusters
  Score: Raw -167067.661982 + Penalty 1780.846137 = -165286.815845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (962.770000 sec): 3 clusters
  Score: Raw -166793.261966 + Penalty 3561.692275 = -163231.569691
  nChanged 391
		SP:Iteration 1F (962.780000 sec): 3 clusters
  Score: Raw -168063.871671 + Penalty 3561.692275 = -164502.179396
  nChanged 204
		SP:Iteration 2F (962.780000 sec): 3 clusters
  Score: Raw -169078.942753 + Penalty 3561.692275 = -165517.250478
  nChanged 185
		SP:Iteration 3F (962.790000 sec): 3 clusters
  Score: Raw -170243.260823 + Penalty 3561.692275 = -166681.568548
  nChanged 108
		SP:Iteration 4F (962.790000 sec): 3 clusters
  Score: Raw -171392.136797 + Penalty 3561.692275 = -167830.444522
  nChanged 29
		SP:Iteration 5Q (962.800000 sec): 3 clusters
  Score: Raw -171724.425357 + Penalty 3561.692275 = -168162.733082
  nChanged 27
		SP:Iteration 6Q (962.800000 sec): 3 clusters
  Score: Raw -172213.183328 + Penalty 3561.692275 = -168651.491053
  nChanged 28
		SP:Iteration 7Q (962.800000 sec): 3 clusters
  Score: Raw -172910.455578 + Penalty 3561.692275 = -169348.763303
  nChanged 10
		SP:Iteration 8Q (962.810000 sec): 3 clusters
  Score: Raw -173476.964905 + Penalty 3561.692275 = -169915.272630
  nChanged 0
		SP:Iteration 9F (962.810000 sec): 3 clusters
  Score: Raw -173476.964905 + Penalty 3561.692275 = -169915.272630
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 26.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2035 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (962.820000 sec): 2 clusters
  Score: Raw -282335.777935 + Penalty 1889.326272 = -280446.451663
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (962.830000 sec): 3 clusters
  Score: Raw -281690.148827 + Penalty 3778.652545 = -277911.496283
  nChanged 695
		SP:Iteration 1F (962.840000 sec): 3 clusters
  Score: Raw -282539.379718 + Penalty 3778.652545 = -278760.727173
  nChanged 229
		SP:Iteration 2F (962.840000 sec): 3 clusters
  Score: Raw -282872.281043 + Penalty 3778.652545 = -279093.628498
  nChanged 131
		SP:Iteration 3F (962.850000 sec): 3 clusters
  Score: Raw -283044.910267 + Penalty 3778.652545 = -279266.257722
  nChanged 81
		SP:Iteration 4Q (962.860000 sec): 3 clusters
  Score: Raw -283121.602877 + Penalty 3778.652545 = -279342.950333
  nChanged 56
		SP:Iteration 5Q (962.870000 sec): 3 clusters
  Score: Raw -283177.981585 + Penalty 3778.652545 = -279399.329040
  nChanged 35
		SP:Iteration 6Q (962.870000 sec): 3 clusters
  Score: Raw -283216.291394 + Penalty 3778.652545 = -279437.638849
  nChanged 30
		SP:Iteration 7Q (962.880000 sec): 3 clusters
  Score: Raw -283260.261030 + Penalty 3778.652545 = -279481.608485
  nChanged 23
		SP:Iteration 8Q (962.890000 sec): 3 clusters
  Score: Raw -283305.451615 + Penalty 3778.652545 = -279526.799071
  nChanged 31
		SP:Iteration 9Q (962.900000 sec): 3 clusters
  Score: Raw -283333.664893 + Penalty 3778.652545 = -279555.012348
  nChanged 31
		SP:Iteration 10Q (962.900000 sec): 3 clusters
  Score: Raw -283350.781165 + Penalty 3778.652545 = -279572.128621
  nChanged 19
		SP:Iteration 11Q (962.910000 sec): 3 clusters
  Score: Raw -283362.325547 + Penalty 3778.652545 = -279583.673003
  nChanged 11
		SP:Iteration 12Q (962.920000 sec): 3 clusters
  Score: Raw -283366.566271 + Penalty 3778.652545 = -279587.913727
  nChanged 4
		SP:Iteration 13Q (962.920000 sec): 3 clusters
  Score: Raw -283369.146741 + Penalty 3778.652545 = -279590.494197
  nChanged 5
		SP:Iteration 14Q (962.930000 sec): 3 clusters
  Score: Raw -283372.686649 + Penalty 3778.652545 = -279594.034104
  nChanged 5
		SP:Iteration 15Q (962.940000 sec): 3 clusters
  Score: Raw -283376.579951 + Penalty 3778.652545 = -279597.927407
  nChanged 3
		SP:Iteration 16Q (962.940000 sec): 3 clusters
  Score: Raw -283377.823977 + Penalty 3778.652545 = -279599.171433
  nChanged 3
		SP:Iteration 17Q (962.950000 sec): 3 clusters
  Score: Raw -283378.950814 + Penalty 3778.652545 = -279600.298270
  nChanged 0
		SP:Iteration 18F (962.960000 sec): 3 clusters
  Score: Raw -283378.950814 + Penalty 3778.652545 = -279600.298270
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (30744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (963.070000 sec): 2 clusters
  Score: Raw -4327227.753279 + Penalty 2562.695633 = -4324665.057647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (963.180000 sec): 3 clusters
  Score: Raw -4308839.161146 + Penalty 5125.391266 = -4303713.769880
  nChanged 13837
		SP:Iteration 1F (963.300000 sec): 3 clusters
  Score: Raw -4316792.448256 + Penalty 5125.391266 = -4311667.056990
  nChanged 1727
		SP:Iteration 2F (963.410000 sec): 3 clusters
  Score: Raw -4317573.429672 + Penalty 5125.391266 = -4312448.038407
  nChanged 1651
		SP:Iteration 3F (963.530000 sec): 3 clusters
  Score: Raw -4318337.317019 + Penalty 5125.391266 = -4313211.925753
  nChanged 1676
		SP:Iteration 4F (963.640000 sec): 3 clusters
  Score: Raw -4319195.654404 + Penalty 5125.391266 = -4314070.263139
  nChanged 1755
		SP:Iteration 5F (963.770000 sec): 3 clusters
  Score: Raw -4320142.582243 + Penalty 5125.391266 = -4315017.190977
  nChanged 1654
		SP:Iteration 6F (963.880000 sec): 3 clusters
  Score: Raw -4321013.537032 + Penalty 5125.391266 = -4315888.145766
  nChanged 1517
		SP:Iteration 7Q (963.990000 sec): 3 clusters
  Score: Raw -4321862.656141 + Penalty 5125.391266 = -4316737.264875
  nChanged 1433
		SP:Iteration 8Q (964.110000 sec): 3 clusters
  Score: Raw -4322732.938248 + Penalty 5125.391266 = -4317607.546982
  nChanged 1324
		SP:Iteration 9Q (964.230000 sec): 3 clusters
  Score: Raw -4323621.101355 + Penalty 5125.391266 = -4318495.710089
  nChanged 1206
		SP:Iteration 10Q (964.340000 sec): 3 clusters
  Score: Raw -4324525.649108 + Penalty 5125.391266 = -4319400.257842
  nChanged 1004
		SP:Iteration 11Q (964.460000 sec): 3 clusters
  Score: Raw -4325310.016345 + Penalty 5125.391266 = -4320184.625079
  nChanged 891
		SP:Iteration 12Q (964.560000 sec): 3 clusters
  Score: Raw -4325967.098174 + Penalty 5125.391266 = -4320841.706909
  nChanged 753
		SP:Iteration 13Q (964.670000 sec): 3 clusters
  Score: Raw -4326477.785524 + Penalty 5125.391266 = -4321352.394258
  nChanged 573
		SP:Iteration 14Q (964.780000 sec): 3 clusters
  Score: Raw -4326836.345304 + Penalty 5125.391266 = -4321710.954038
  nChanged 488
		SP:Iteration 15Q (964.880000 sec): 3 clusters
  Score: Raw -4327118.523112 + Penalty 5125.391266 = -4321993.131846
  nChanged 412
		SP:Iteration 16Q (964.980000 sec): 3 clusters
  Score: Raw -4327331.987660 + Penalty 5125.391266 = -4322206.596394
  nChanged 326
		SP:Iteration 17Q (965.080000 sec): 3 clusters
  Score: Raw -4327488.934893 + Penalty 5125.391266 = -4322363.543627
  nChanged 263
		SP:Iteration 18Q (965.170000 sec): 3 clusters
  Score: Raw -4327602.911984 + Penalty 5125.391266 = -4322477.520719
  nChanged 202
		SP:Iteration 19Q (965.260000 sec): 3 clusters
  Score: Raw -4327663.513654 + Penalty 5125.391266 = -4322538.122388
  nChanged 142
		SP:Iteration 20F (965.380000 sec): 3 clusters
  Score: Raw -4327704.015934 + Penalty 5125.391266 = -4322578.624668
  nChanged 115
		SP:Iteration 21Q (965.470000 sec): 3 clusters
  Score: Raw -4327731.921312 + Penalty 5125.391266 = -4322606.530046
  nChanged 88
		SP:Iteration 22Q (965.560000 sec): 3 clusters
  Score: Raw -4327752.538140 + Penalty 5125.391266 = -4322627.146874
  nChanged 86
		SP:Iteration 23Q (965.660000 sec): 3 clusters
  Score: Raw -4327770.910035 + Penalty 5125.391266 = -4322645.518769
  nChanged 78
		SP:Iteration 24Q (965.750000 sec): 3 clusters
  Score: Raw -4327787.419137 + Penalty 5125.391266 = -4322662.027871
  nChanged 74
		SP:Iteration 25Q (965.840000 sec): 3 clusters
  Score: Raw -4327803.746517 + Penalty 5125.391266 = -4322678.355251
  nChanged 74
		SP:Iteration 26Q (965.930000 sec): 3 clusters
  Score: Raw -4327818.382344 + Penalty 5125.391266 = -4322692.991078
  nChanged 55
		SP:Iteration 27Q (966.020000 sec): 3 clusters
  Score: Raw -4327828.887101 + Penalty 5125.391266 = -4322703.495835
  nChanged 54
		SP:Iteration 28Q (966.110000 sec): 3 clusters
  Score: Raw -4327840.783235 + Penalty 5125.391266 = -4322715.391970
  nChanged 51
		SP:Iteration 29Q (966.200000 sec): 3 clusters
  Score: Raw -4327851.720992 + Penalty 5125.391266 = -4322726.329726
  nChanged 50
		SP:Iteration 30Q (966.300000 sec): 3 clusters
  Score: Raw -4327861.218715 + Penalty 5125.391266 = -4322735.827449
  nChanged 29
		SP:Iteration 31Q (966.380000 sec): 3 clusters
  Score: Raw -4327865.282312 + Penalty 5125.391266 = -4322739.891046
  nChanged 28
		SP:Iteration 32Q (966.480000 sec): 3 clusters
  Score: Raw -4327869.217880 + Penalty 5125.391266 = -4322743.826615
  nChanged 28
		SP:Iteration 33Q (966.570000 sec): 3 clusters
  Score: Raw -4327874.270328 + Penalty 5125.391266 = -4322748.879062
  nChanged 37
		SP:Iteration 34Q (966.660000 sec): 3 clusters
  Score: Raw -4327882.666112 + Penalty 5125.391266 = -4322757.274846
  nChanged 39
		SP:Iteration 35Q (966.750000 sec): 3 clusters
  Score: Raw -4327890.907418 + Penalty 5125.391266 = -4322765.516152
  nChanged 31
		SP:Iteration 36Q (966.840000 sec): 3 clusters
  Score: Raw -4327897.097898 + Penalty 5125.391266 = -4322771.706632
  nChanged 30
		SP:Iteration 37Q (966.930000 sec): 3 clusters
  Score: Raw -4327902.398282 + Penalty 5125.391266 = -4322777.007017
  nChanged 22
		SP:Iteration 38Q (967.020000 sec): 3 clusters
  Score: Raw -4327906.159353 + Penalty 5125.391266 = -4322780.768088
  nChanged 25
		SP:Iteration 39Q (967.110000 sec): 3 clusters
  Score: Raw -4327910.117084 + Penalty 5125.391266 = -4322784.725818
  nChanged 21
		SP:Iteration 40F (967.220000 sec): 3 clusters
  Score: Raw -4327912.995722 + Penalty 5125.391266 = -4322787.604457
  nChanged 14
		SP:Iteration 41Q (967.310000 sec): 3 clusters
  Score: Raw -4327914.467773 + Penalty 5125.391266 = -4322789.076508
  nChanged 12
		SP:Iteration 42Q (967.400000 sec): 3 clusters
  Score: Raw -4327916.247803 + Penalty 5125.391266 = -4322790.856537
  nChanged 13
		SP:Iteration 43Q (967.490000 sec): 3 clusters
  Score: Raw -4327918.054286 + Penalty 5125.391266 = -4322792.663020
  nChanged 10
		SP:Iteration 44Q (967.580000 sec): 3 clusters
  Score: Raw -4327919.547119 + Penalty 5125.391266 = -4322794.155854
  nChanged 10
		SP:Iteration 45Q (967.670000 sec): 3 clusters
  Score: Raw -4327921.083108 + Penalty 5125.391266 = -4322795.691842
  nChanged 12
		SP:Iteration 46Q (967.760000 sec): 3 clusters
  Score: Raw -4327922.936285 + Penalty 5125.391266 = -4322797.545020
  nChanged 14
		SP:Iteration 47Q (967.840000 sec): 3 clusters
  Score: Raw -4327924.334303 + Penalty 5125.391266 = -4322798.943038
  nChanged 10
		SP:Iteration 48Q (967.940000 sec): 3 clusters
  Score: Raw -4327925.781128 + Penalty 5125.391266 = -4322800.389863
  nChanged 12
		SP:Iteration 49Q (968.020000 sec): 3 clusters
  Score: Raw -4327927.251205 + Penalty 5125.391266 = -4322801.859940
  nChanged 13
		SP:Iteration 50Q (968.110000 sec): 3 clusters
  Score: Raw -4327928.739849 + Penalty 5125.391266 = -4322803.348584
  nChanged 17
		SP:Iteration 51Q (968.200000 sec): 3 clusters
  Score: Raw -4327931.189760 + Penalty 5125.391266 = -4322805.798495
  nChanged 15
		SP:Iteration 52Q (968.290000 sec): 3 clusters
  Score: Raw -4327933.082942 + Penalty 5125.391266 = -4322807.691676
  nChanged 12
		SP:Iteration 53Q (968.380000 sec): 3 clusters
  Score: Raw -4327934.617394 + Penalty 5125.391266 = -4322809.226128
  nChanged 14
		SP:Iteration 54Q (968.470000 sec): 3 clusters
  Score: Raw -4327936.710935 + Penalty 5125.391266 = -4322811.319670
  nChanged 18
		SP:Iteration 55Q (968.560000 sec): 3 clusters
  Score: Raw -4327939.220959 + Penalty 5125.391266 = -4322813.829694
  nChanged 13
		SP:Iteration 56Q (968.650000 sec): 3 clusters
  Score: Raw -4327940.516608 + Penalty 5125.391266 = -4322815.125342
  nChanged 9
		SP:Iteration 57Q (968.740000 sec): 3 clusters
  Score: Raw -4327942.012015 + Penalty 5125.391266 = -4322816.620749
  nChanged 8
		SP:Iteration 58Q (968.820000 sec): 3 clusters
  Score: Raw -4327943.100298 + Penalty 5125.391266 = -4322817.709032
  nChanged 9
		SP:Iteration 59Q (968.910000 sec): 3 clusters
  Score: Raw -4327944.098190 + Penalty 5125.391266 = -4322818.706924
  nChanged 5
		SP:Iteration 60F (969.030000 sec): 3 clusters
  Score: Raw -4327944.809775 + Penalty 5125.391266 = -4322819.418509
  nChanged 8
		SP:Iteration 61Q (969.120000 sec): 3 clusters
  Score: Raw -4327945.943886 + Penalty 5125.391266 = -4322820.552621
  nChanged 7
		SP:Iteration 62Q (969.200000 sec): 3 clusters
  Score: Raw -4327946.948471 + Penalty 5125.391266 = -4322821.557206
  nChanged 8
		SP:Iteration 63Q (969.290000 sec): 3 clusters
  Score: Raw -4327948.397845 + Penalty 5125.391266 = -4322823.006579
  nChanged 11
		SP:Iteration 64Q (969.380000 sec): 3 clusters
  Score: Raw -4327950.448103 + Penalty 5125.391266 = -4322825.056838
  nChanged 11
		SP:Iteration 65Q (969.470000 sec): 3 clusters
  Score: Raw -4327951.803538 + Penalty 5125.391266 = -4322826.412273
  nChanged 8
		SP:Iteration 66Q (969.560000 sec): 3 clusters
  Score: Raw -4327953.222300 + Penalty 5125.391266 = -4322827.831034
  nChanged 8
		SP:Iteration 67Q (969.640000 sec): 3 clusters
  Score: Raw -4327954.393724 + Penalty 5125.391266 = -4322829.002459
  nChanged 7
		SP:Iteration 68Q (969.730000 sec): 3 clusters
  Score: Raw -4327955.463101 + Penalty 5125.391266 = -4322830.071836
  nChanged 6
		SP:Iteration 69Q (969.820000 sec): 3 clusters
  Score: Raw -4327956.084433 + Penalty 5125.391266 = -4322830.693168
  nChanged 2
		SP:Iteration 70Q (969.910000 sec): 3 clusters
  Score: Raw -4327956.393249 + Penalty 5125.391266 = -4322831.001984
  nChanged 2
		SP:Iteration 71Q (970.000000 sec): 3 clusters
  Score: Raw -4327956.662289 + Penalty 5125.391266 = -4322831.271023
  nChanged 3
		SP:Iteration 72Q (970.090000 sec): 3 clusters
  Score: Raw -4327957.197034 + Penalty 5125.391266 = -4322831.805768
  nChanged 2
		SP:Iteration 73Q (970.180000 sec): 3 clusters
  Score: Raw -4327957.530705 + Penalty 5125.391266 = -4322832.139440
  nChanged 2
		SP:Iteration 74Q (970.260000 sec): 3 clusters
  Score: Raw -4327957.739530 + Penalty 5125.391266 = -4322832.348265
  nChanged 1
		SP:Iteration 75Q (970.350000 sec): 3 clusters
  Score: Raw -4327957.934704 + Penalty 5125.391266 = -4322832.543438
  nChanged 4
		SP:Iteration 76Q (970.440000 sec): 3 clusters
  Score: Raw -4327958.473389 + Penalty 5125.391266 = -4322833.082123
  nChanged 5
		SP:Iteration 77Q (970.530000 sec): 3 clusters
  Score: Raw -4327959.334354 + Penalty 5125.391266 = -4322833.943088
  nChanged 7
		SP:Iteration 78Q (970.620000 sec): 3 clusters
  Score: Raw -4327960.330728 + Penalty 5125.391266 = -4322834.939463
  nChanged 8
		SP:Iteration 79Q (970.700000 sec): 3 clusters
  Score: Raw -4327961.684489 + Penalty 5125.391266 = -4322836.293223
  nChanged 7
		SP:Iteration 80F (970.820000 sec): 3 clusters
  Score: Raw -4327962.801744 + Penalty 5125.391266 = -4322837.410478
  nChanged 11
		SP:Iteration 81Q (970.900000 sec): 3 clusters
  Score: Raw -4327964.691595 + Penalty 5125.391266 = -4322839.300330
  nChanged 13
		SP:Iteration 82Q (970.990000 sec): 3 clusters
  Score: Raw -4327966.405051 + Penalty 5125.391266 = -4322841.013785
  nChanged 13
		SP:Iteration 83Q (971.080000 sec): 3 clusters
  Score: Raw -4327968.434687 + Penalty 5125.391266 = -4322843.043421
  nChanged 12
		SP:Iteration 84Q (971.160000 sec): 3 clusters
  Score: Raw -4327970.156094 + Penalty 5125.391266 = -4322844.764828
  nChanged 14
		SP:Iteration 85Q (971.260000 sec): 3 clusters
  Score: Raw -4327971.934232 + Penalty 5125.391266 = -4322846.542967
  nChanged 10
		SP:Iteration 86Q (971.340000 sec): 3 clusters
  Score: Raw -4327973.443232 + Penalty 5125.391266 = -4322848.051966
  nChanged 12
		SP:Iteration 87Q (971.430000 sec): 3 clusters
  Score: Raw -4327975.056052 + Penalty 5125.391266 = -4322849.664787
  nChanged 9
		SP:Iteration 88Q (971.520000 sec): 3 clusters
  Score: Raw -4327976.508340 + Penalty 5125.391266 = -4322851.117074
  nChanged 6
		SP:Iteration 89Q (971.610000 sec): 3 clusters
  Score: Raw -4327977.709684 + Penalty 5125.391266 = -4322852.318418
  nChanged 6
		SP:Iteration 90Q (971.700000 sec): 3 clusters
  Score: Raw -4327978.658212 + Penalty 5125.391266 = -4322853.266946
  nChanged 5
		SP:Iteration 91Q (971.780000 sec): 3 clusters
  Score: Raw -4327979.550576 + Penalty 5125.391266 = -4322854.159311
  nChanged 4
		SP:Iteration 92Q (971.870000 sec): 3 clusters
  Score: Raw -4327980.074861 + Penalty 5125.391266 = -4322854.683596
  nChanged 6
		SP:Iteration 93Q (971.960000 sec): 3 clusters
  Score: Raw -4327980.790619 + Penalty 5125.391266 = -4322855.399353
  nChanged 6
		SP:Iteration 94Q (972.050000 sec): 3 clusters
  Score: Raw -4327981.582291 + Penalty 5125.391266 = -4322856.191025
  nChanged 3
		SP:Iteration 95Q (972.140000 sec): 3 clusters
  Score: Raw -4327982.351522 + Penalty 5125.391266 = -4322856.960257
  nChanged 5
		SP:Iteration 96Q (972.220000 sec): 3 clusters
  Score: Raw -4327983.001450 + Penalty 5125.391266 = -4322857.610185
  nChanged 5
		SP:Iteration 97Q (972.310000 sec): 3 clusters
  Score: Raw -4327983.515662 + Penalty 5125.391266 = -4322858.124396
  nChanged 1
		SP:Iteration 98Q (972.400000 sec): 3 clusters
  Score: Raw -4327983.568009 + Penalty 5125.391266 = -4322858.176743
  nChanged 0
		SP:Iteration 99F (972.510000 sec): 3 clusters
  Score: Raw -4327983.568009 + Penalty 5125.391266 = -4322858.176743
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (210928 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (973.260000 sec): 2 clusters
  Score: Raw -30911733.664913 + Penalty 3040.299486 = -30908693.365427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (974.080000 sec): 3 clusters
  Score: Raw -30773150.392367 + Penalty 6080.598973 = -30767069.793395
  nChanged 101469
		SP:Iteration 1F (974.890000 sec): 3 clusters
  Score: Raw -30833936.332535 + Penalty 6080.598973 = -30827855.733563
  nChanged 8315
		SP:Iteration 2Q (975.720000 sec): 3 clusters
  Score: Raw -30836886.085103 + Penalty 6080.598973 = -30830805.486131
  nChanged 10162
		SP:Iteration 3Q (976.550000 sec): 3 clusters
  Score: Raw -30841447.208952 + Penalty 6080.598973 = -30835366.609980
  nChanged 12019
		SP:Iteration 4F (977.360000 sec): 3 clusters
  Score: Raw -30847879.991385 + Penalty 6080.598973 = -30841799.392413
  nChanged 13471
		SP:Iteration 5F (978.160000 sec): 3 clusters
  Score: Raw -30855948.799423 + Penalty 6080.598973 = -30849868.200450
  nChanged 13696
		SP:Iteration 6F (978.970000 sec): 3 clusters
  Score: Raw -30864163.587126 + Penalty 6080.598973 = -30858082.988154
  nChanged 12689
		SP:Iteration 7F (979.810000 sec): 3 clusters
  Score: Raw -30871552.707201 + Penalty 6080.598973 = -30865472.108228
  nChanged 11428
		SP:Iteration 8F (980.680000 sec): 3 clusters
  Score: Raw -30878135.932463 + Penalty 6080.598973 = -30872055.333490
  nChanged 10320
		SP:Iteration 9Q (981.520000 sec): 3 clusters
  Score: Raw -30884182.636081 + Penalty 6080.598973 = -30878102.037109
  nChanged 9881
		SP:Iteration 10Q (982.310000 sec): 3 clusters
  Score: Raw -30890099.232730 + Penalty 6080.598973 = -30884018.633757
  nChanged 9613
		SP:Iteration 11Q (983.100000 sec): 3 clusters
  Score: Raw -30895859.372908 + Penalty 6080.598973 = -30889778.773935
  nChanged 9145
		SP:Iteration 12Q (983.860000 sec): 3 clusters
  Score: Raw -30901436.373773 + Penalty 6080.598973 = -30895355.774800
  nChanged 8557
		SP:Iteration 13Q (984.610000 sec): 3 clusters
  Score: Raw -30906778.363603 + Penalty 6080.598973 = -30900697.764630
  nChanged 7536
		SP:Iteration 14Q (985.340000 sec): 3 clusters
  Score: Raw -30911507.587369 + Penalty 6080.598973 = -30905426.988397
  nChanged 6277
		SP:Iteration 15Q (986.060000 sec): 3 clusters
  Score: Raw -30915288.862682 + Penalty 6080.598973 = -30909208.263710
  nChanged 4953
		SP:Iteration 16Q (986.750000 sec): 3 clusters
  Score: Raw -30917961.693087 + Penalty 6080.598973 = -30911881.094114
  nChanged 3750
		SP:Iteration 17Q (987.420000 sec): 3 clusters
  Score: Raw -30919634.734725 + Penalty 6080.598973 = -30913554.135752
  nChanged 2752
		SP:Iteration 18Q (988.080000 sec): 3 clusters
  Score: Raw -30920588.706205 + Penalty 6080.598973 = -30914508.107232
  nChanged 2100
		SP:Iteration 19Q (988.730000 sec): 3 clusters
  Score: Raw -30921166.721444 + Penalty 6080.598973 = -30915086.122471
  nChanged 1563
		SP:Iteration 20F (989.520000 sec): 3 clusters
  Score: Raw -30921511.630333 + Penalty 6080.598973 = -30915431.031360
  nChanged 1183
		SP:Iteration 21Q (990.160000 sec): 3 clusters
  Score: Raw -30921731.251564 + Penalty 6080.598973 = -30915650.652592
  nChanged 927
		SP:Iteration 22Q (990.790000 sec): 3 clusters
  Score: Raw -30921873.700064 + Penalty 6080.598973 = -30915793.101091
  nChanged 748
		SP:Iteration 23Q (991.430000 sec): 3 clusters
  Score: Raw -30921969.680815 + Penalty 6080.598973 = -30915889.081842
  nChanged 564
		SP:Iteration 24Q (992.060000 sec): 3 clusters
  Score: Raw -30922030.164532 + Penalty 6080.598973 = -30915949.565560
  nChanged 440
		SP:Iteration 25Q (992.700000 sec): 3 clusters
  Score: Raw -30922069.513083 + Penalty 6080.598973 = -30915988.914111
  nChanged 324
		SP:Iteration 26Q (993.320000 sec): 3 clusters
  Score: Raw -30922096.226233 + Penalty 6080.598973 = -30916015.627260
  nChanged 274
		SP:Iteration 27Q (993.940000 sec): 3 clusters
  Score: Raw -30922116.858720 + Penalty 6080.598973 = -30916036.259747
  nChanged 205
		SP:Iteration 28Q (994.560000 sec): 3 clusters
  Score: Raw -30922131.472541 + Penalty 6080.598973 = -30916050.873568
  nChanged 193
		SP:Iteration 29Q (995.190000 sec): 3 clusters
  Score: Raw -30922144.391186 + Penalty 6080.598973 = -30916063.792213
  nChanged 154
		SP:Iteration 30Q (995.810000 sec): 3 clusters
  Score: Raw -30922152.874208 + Penalty 6080.598973 = -30916072.275236
  nChanged 114
		SP:Iteration 31Q (996.430000 sec): 3 clusters
  Score: Raw -30922158.475521 + Penalty 6080.598973 = -30916077.876548
  nChanged 94
		SP:Iteration 32Q (997.050000 sec): 3 clusters
  Score: Raw -30922162.933755 + Penalty 6080.598973 = -30916082.334782
  nChanged 77
		SP:Iteration 33Q (997.670000 sec): 3 clusters
  Score: Raw -30922166.841651 + Penalty 6080.598973 = -30916086.242679
  nChanged 62
		SP:Iteration 34Q (998.300000 sec): 3 clusters
  Score: Raw -30922169.605870 + Penalty 6080.598973 = -30916089.006897
  nChanged 48
		SP:Iteration 35Q (998.920000 sec): 3 clusters
  Score: Raw -30922171.419995 + Penalty 6080.598973 = -30916090.821023
  nChanged 35
		SP:Iteration 36Q (999.540000 sec): 3 clusters
  Score: Raw -30922172.664160 + Penalty 6080.598973 = -30916092.065187
  nChanged 32
		SP:Iteration 37Q (1000.160000 sec): 3 clusters
  Score: Raw -30922173.865338 + Penalty 6080.598973 = -30916093.266366
  nChanged 29
		SP:Iteration 38Q (1000.780000 sec): 3 clusters
  Score: Raw -30922174.915505 + Penalty 6080.598973 = -30916094.316532
  nChanged 26
		SP:Iteration 39Q (1001.390000 sec): 3 clusters
  Score: Raw -30922175.820660 + Penalty 6080.598973 = -30916095.221687
  nChanged 20
		SP:Iteration 40F (1002.180000 sec): 3 clusters
  Score: Raw -30922176.714929 + Penalty 6080.598973 = -30916096.115957
  nChanged 22
		SP:Iteration 41Q (1002.800000 sec): 3 clusters
  Score: Raw -30922177.569686 + Penalty 6080.598973 = -30916096.970713
  nChanged 19
		SP:Iteration 42Q (1003.410000 sec): 3 clusters
  Score: Raw -30922178.349586 + Penalty 6080.598973 = -30916097.750613
  nChanged 16
		SP:Iteration 43Q (1004.030000 sec): 3 clusters
  Score: Raw -30922178.968775 + Penalty 6080.598973 = -30916098.369802
  nChanged 20
		SP:Iteration 44Q (1004.650000 sec): 3 clusters
  Score: Raw -30922179.516672 + Penalty 6080.598973 = -30916098.917699
  nChanged 15
		SP:Iteration 45Q (1005.280000 sec): 3 clusters
  Score: Raw -30922180.039367 + Penalty 6080.598973 = -30916099.440395
  nChanged 11
		SP:Iteration 46Q (1005.900000 sec): 3 clusters
  Score: Raw -30922180.352723 + Penalty 6080.598973 = -30916099.753751
  nChanged 9
		SP:Iteration 47Q (1006.510000 sec): 3 clusters
  Score: Raw -30922180.606613 + Penalty 6080.598973 = -30916100.007640
  nChanged 6
		SP:Iteration 48Q (1007.130000 sec): 3 clusters
  Score: Raw -30922180.746315 + Penalty 6080.598973 = -30916100.147343
  nChanged 3
		SP:Iteration 49Q (1007.750000 sec): 3 clusters
  Score: Raw -30922180.822256 + Penalty 6080.598973 = -30916100.223283
  nChanged 2
		SP:Iteration 50Q (1008.370000 sec): 3 clusters
  Score: Raw -30922180.864883 + Penalty 6080.598973 = -30916100.265911
  nChanged 1
		SP:Iteration 51Q (1008.990000 sec): 3 clusters
  Score: Raw -30922180.886061 + Penalty 6080.598973 = -30916100.287088
  nChanged 0
		SP:Iteration 52F (1009.770000 sec): 3 clusters
  Score: Raw -30922180.886061 + Penalty 6080.598973 = -30916100.287088
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 27.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1010.190000 sec): 2 clusters
  Score: Raw -17489174.565057 + Penalty 2900.322042 = -17486274.243016
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1010.650000 sec): 3 clusters
  Score: Raw -17411870.661440 + Penalty 5800.644083 = -17406070.017357
  nChanged 56987
		SP:Iteration 1F (1011.100000 sec): 3 clusters
  Score: Raw -17445591.858583 + Penalty 5800.644083 = -17439791.214499
  nChanged 5124
		SP:Iteration 2Q (1011.570000 sec): 3 clusters
  Score: Raw -17447588.070919 + Penalty 5800.644083 = -17441787.426835
  nChanged 6381
		SP:Iteration 3F (1012.020000 sec): 3 clusters
  Score: Raw -17450879.646359 + Penalty 5800.644083 = -17445079.002276
  nChanged 8201
		SP:Iteration 4F (1012.470000 sec): 3 clusters
  Score: Raw -17456545.368479 + Penalty 5800.644083 = -17450744.724396
  nChanged 9739
		SP:Iteration 5F (1012.920000 sec): 3 clusters
  Score: Raw -17464840.025769 + Penalty 5800.644083 = -17459039.381686
  nChanged 9603
		SP:Iteration 6F (1013.370000 sec): 3 clusters
  Score: Raw -17474225.800314 + Penalty 5800.644083 = -17468425.156230
  nChanged 7231
		SP:Iteration 7F (1013.820000 sec): 3 clusters
  Score: Raw -17481530.327021 + Penalty 5800.644083 = -17475729.682937
  nChanged 4144
		SP:Iteration 8Q (1014.240000 sec): 3 clusters
  Score: Raw -17485639.370493 + Penalty 5800.644083 = -17479838.726410
  nChanged 2170
		SP:Iteration 9Q (1014.610000 sec): 3 clusters
  Score: Raw -17487560.265828 + Penalty 5800.644083 = -17481759.621745
  nChanged 1259
		SP:Iteration 10Q (1014.970000 sec): 3 clusters
  Score: Raw -17488518.116370 + Penalty 5800.644083 = -17482717.472287
  nChanged 809
		SP:Iteration 11Q (1015.310000 sec): 3 clusters
  Score: Raw -17488970.464581 + Penalty 5800.644083 = -17483169.820498
  nChanged 523
		SP:Iteration 12Q (1015.650000 sec): 3 clusters
  Score: Raw -17489201.555483 + Penalty 5800.644083 = -17483400.911400
  nChanged 374
		SP:Iteration 13Q (1015.990000 sec): 3 clusters
  Score: Raw -17489358.479909 + Penalty 5800.644083 = -17483557.835826
  nChanged 291
		SP:Iteration 14Q (1016.320000 sec): 3 clusters
  Score: Raw -17489469.811294 + Penalty 5800.644083 = -17483669.167210
  nChanged 234
		SP:Iteration 15Q (1016.650000 sec): 3 clusters
  Score: Raw -17489559.552570 + Penalty 5800.644083 = -17483758.908487
  nChanged 187
		SP:Iteration 16Q (1016.980000 sec): 3 clusters
  Score: Raw -17489622.604959 + Penalty 5800.644083 = -17483821.960876
  nChanged 164
		SP:Iteration 17Q (1017.310000 sec): 3 clusters
  Score: Raw -17489679.005159 + Penalty 5800.644083 = -17483878.361076
  nChanged 161
		SP:Iteration 18Q (1017.640000 sec): 3 clusters
  Score: Raw -17489735.022019 + Penalty 5800.644083 = -17483934.377936
  nChanged 132
		SP:Iteration 19Q (1017.970000 sec): 3 clusters
  Score: Raw -17489781.877158 + Penalty 5800.644083 = -17483981.233075
  nChanged 102
		SP:Iteration 20F (1018.410000 sec): 3 clusters
  Score: Raw -17489821.633104 + Penalty 5800.644083 = -17484020.989021
  nChanged 103
		SP:Iteration 21Q (1018.740000 sec): 3 clusters
  Score: Raw -17489856.796423 + Penalty 5800.644083 = -17484056.152340
  nChanged 81
		SP:Iteration 22Q (1019.060000 sec): 3 clusters
  Score: Raw -17489883.052964 + Penalty 5800.644083 = -17484082.408881
  nChanged 56
		SP:Iteration 23Q (1019.390000 sec): 3 clusters
  Score: Raw -17489899.086478 + Penalty 5800.644083 = -17484098.442395
  nChanged 45
		SP:Iteration 24Q (1019.710000 sec): 3 clusters
  Score: Raw -17489909.459480 + Penalty 5800.644083 = -17484108.815396
  nChanged 48
		SP:Iteration 25Q (1020.030000 sec): 3 clusters
  Score: Raw -17489921.603740 + Penalty 5800.644083 = -17484120.959657
  nChanged 45
		SP:Iteration 26Q (1020.360000 sec): 3 clusters
  Score: Raw -17489932.087586 + Penalty 5800.644083 = -17484131.443503
  nChanged 31
		SP:Iteration 27Q (1020.680000 sec): 3 clusters
  Score: Raw -17489938.121798 + Penalty 5800.644083 = -17484137.477715
  nChanged 28
		SP:Iteration 28Q (1021.010000 sec): 3 clusters
  Score: Raw -17489943.452373 + Penalty 5800.644083 = -17484142.808290
  nChanged 27
		SP:Iteration 29Q (1021.330000 sec): 3 clusters
  Score: Raw -17489949.348339 + Penalty 5800.644083 = -17484148.704256
  nChanged 24
		SP:Iteration 30Q (1021.650000 sec): 3 clusters
  Score: Raw -17489955.892801 + Penalty 5800.644083 = -17484155.248718
  nChanged 19
		SP:Iteration 31Q (1021.980000 sec): 3 clusters
  Score: Raw -17489960.196533 + Penalty 5800.644083 = -17484159.552450
  nChanged 22
		SP:Iteration 32Q (1022.300000 sec): 3 clusters
  Score: Raw -17489966.004690 + Penalty 5800.644083 = -17484165.360607
  nChanged 25
		SP:Iteration 33Q (1022.620000 sec): 3 clusters
  Score: Raw -17489971.139641 + Penalty 5800.644083 = -17484170.495558
  nChanged 19
		SP:Iteration 34Q (1022.940000 sec): 3 clusters
  Score: Raw -17489975.874156 + Penalty 5800.644083 = -17484175.230073
  nChanged 20
		SP:Iteration 35Q (1023.270000 sec): 3 clusters
  Score: Raw -17489980.587565 + Penalty 5800.644083 = -17484179.943482
  nChanged 18
		SP:Iteration 36Q (1023.590000 sec): 3 clusters
  Score: Raw -17489984.316913 + Penalty 5800.644083 = -17484183.672830
  nChanged 12
		SP:Iteration 37Q (1023.910000 sec): 3 clusters
  Score: Raw -17489987.009328 + Penalty 5800.644083 = -17484186.365244
  nChanged 19
		SP:Iteration 38Q (1024.230000 sec): 3 clusters
  Score: Raw -17489991.157826 + Penalty 5800.644083 = -17484190.513743
  nChanged 16
		SP:Iteration 39Q (1024.550000 sec): 3 clusters
  Score: Raw -17489994.326258 + Penalty 5800.644083 = -17484193.682175
  nChanged 17
		SP:Iteration 40F (1024.990000 sec): 3 clusters
  Score: Raw -17489998.282308 + Penalty 5800.644083 = -17484197.638225
  nChanged 17
		SP:Iteration 41Q (1025.320000 sec): 3 clusters
  Score: Raw -17490002.259779 + Penalty 5800.644083 = -17484201.615696
  nChanged 15
		SP:Iteration 42Q (1025.640000 sec): 3 clusters
  Score: Raw -17490006.230575 + Penalty 5800.644083 = -17484205.586492
  nChanged 15
		SP:Iteration 43Q (1025.960000 sec): 3 clusters
  Score: Raw -17490010.675220 + Penalty 5800.644083 = -17484210.031137
  nChanged 14
		SP:Iteration 44Q (1026.290000 sec): 3 clusters
  Score: Raw -17490014.201933 + Penalty 5800.644083 = -17484213.557850
  nChanged 16
		SP:Iteration 45Q (1026.610000 sec): 3 clusters
  Score: Raw -17490017.485642 + Penalty 5800.644083 = -17484216.841558
  nChanged 12
		SP:Iteration 46Q (1026.930000 sec): 3 clusters
  Score: Raw -17490020.512579 + Penalty 5800.644083 = -17484219.868496
  nChanged 5
		SP:Iteration 47Q (1027.250000 sec): 3 clusters
  Score: Raw -17490021.311259 + Penalty 5800.644083 = -17484220.667175
  nChanged 4
		SP:Iteration 48Q (1027.570000 sec): 3 clusters
  Score: Raw -17490022.195033 + Penalty 5800.644083 = -17484221.550950
  nChanged 2
		SP:Iteration 49Q (1027.890000 sec): 3 clusters
  Score: Raw -17490022.654489 + Penalty 5800.644083 = -17484222.010406
  nChanged 0
		SP:Iteration 50F (1028.340000 sec): 3 clusters
  Score: Raw -17490022.654489 + Penalty 5800.644083 = -17484222.010406
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (10792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1028.430000 sec): 2 clusters
  Score: Raw -1639774.611211 + Penalty 2303.066979 = -1637471.544232
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1028.470000 sec): 3 clusters
  Score: Raw -1633930.154395 + Penalty 4606.133957 = -1629324.020438
  nChanged 4541
		SP:Iteration 1F (1028.510000 sec): 3 clusters
  Score: Raw -1636217.169758 + Penalty 4606.133957 = -1631611.035800
  nChanged 641
		SP:Iteration 2F (1028.550000 sec): 3 clusters
  Score: Raw -1636497.881593 + Penalty 4606.133957 = -1631891.747636
  nChanged 501
		SP:Iteration 3Q (1028.590000 sec): 3 clusters
  Score: Raw -1636697.580396 + Penalty 4606.133957 = -1632091.446439
  nChanged 405
		SP:Iteration 4Q (1028.630000 sec): 3 clusters
  Score: Raw -1636850.402439 + Penalty 4606.133957 = -1632244.268481
  nChanged 348
		SP:Iteration 5Q (1028.670000 sec): 3 clusters
  Score: Raw -1636979.525335 + Penalty 4606.133957 = -1632373.391378
  nChanged 311
		SP:Iteration 6Q (1028.710000 sec): 3 clusters
  Score: Raw -1637098.315047 + Penalty 4606.133957 = -1632492.181090
  nChanged 322
		SP:Iteration 7Q (1028.750000 sec): 3 clusters
  Score: Raw -1637229.040064 + Penalty 4606.133957 = -1632622.906106
  nChanged 353
		SP:Iteration 8Q (1028.790000 sec): 3 clusters
  Score: Raw -1637382.280159 + Penalty 4606.133957 = -1632776.146202
  nChanged 399
		SP:Iteration 9Q (1028.830000 sec): 3 clusters
  Score: Raw -1637563.585749 + Penalty 4606.133957 = -1632957.451792
  nChanged 427
		SP:Iteration 10Q (1028.870000 sec): 3 clusters
  Score: Raw -1637779.649810 + Penalty 4606.133957 = -1633173.515852
  nChanged 451
		SP:Iteration 11Q (1028.910000 sec): 3 clusters
  Score: Raw -1638017.200565 + Penalty 4606.133957 = -1633411.066608
  nChanged 433
		SP:Iteration 12Q (1028.940000 sec): 3 clusters
  Score: Raw -1638251.172546 + Penalty 4606.133957 = -1633645.038589
  nChanged 428
		SP:Iteration 13Q (1028.980000 sec): 3 clusters
  Score: Raw -1638498.223465 + Penalty 4606.133957 = -1633892.089507
  nChanged 428
		SP:Iteration 14Q (1029.020000 sec): 3 clusters
  Score: Raw -1638759.302151 + Penalty 4606.133957 = -1634153.168193
  nChanged 418
		SP:Iteration 15Q (1029.060000 sec): 3 clusters
  Score: Raw -1639036.831099 + Penalty 4606.133957 = -1634430.697141
  nChanged 387
		SP:Iteration 16Q (1029.100000 sec): 3 clusters
  Score: Raw -1639304.925826 + Penalty 4606.133957 = -1634698.791868
  nChanged 331
		SP:Iteration 17Q (1029.140000 sec): 3 clusters
  Score: Raw -1639533.211153 + Penalty 4606.133957 = -1634927.077196
  nChanged 265
		SP:Iteration 18Q (1029.180000 sec): 3 clusters
  Score: Raw -1639710.768751 + Penalty 4606.133957 = -1635104.634794
  nChanged 205
		SP:Iteration 19Q (1029.220000 sec): 3 clusters
  Score: Raw -1639845.393744 + Penalty 4606.133957 = -1635239.259786
  nChanged 159
		SP:Iteration 20F (1029.260000 sec): 3 clusters
  Score: Raw -1639956.797658 + Penalty 4606.133957 = -1635350.663700
  nChanged 115
		SP:Iteration 21Q (1029.300000 sec): 3 clusters
  Score: Raw -1640032.122933 + Penalty 4606.133957 = -1635425.988976
  nChanged 89
		SP:Iteration 22Q (1029.340000 sec): 3 clusters
  Score: Raw -1640094.350512 + Penalty 4606.133957 = -1635488.216554
  nChanged 73
		SP:Iteration 23Q (1029.380000 sec): 3 clusters
  Score: Raw -1640141.255873 + Penalty 4606.133957 = -1635535.121916
  nChanged 56
		SP:Iteration 24Q (1029.410000 sec): 3 clusters
  Score: Raw -1640173.527020 + Penalty 4606.133957 = -1635567.393063
  nChanged 34
		SP:Iteration 25Q (1029.450000 sec): 3 clusters
  Score: Raw -1640193.092340 + Penalty 4606.133957 = -1635586.958383
  nChanged 19
		SP:Iteration 26Q (1029.480000 sec): 3 clusters
  Score: Raw -1640206.132400 + Penalty 4606.133957 = -1635599.998443
  nChanged 16
		SP:Iteration 27Q (1029.520000 sec): 3 clusters
  Score: Raw -1640214.742127 + Penalty 4606.133957 = -1635608.608170
  nChanged 10
		SP:Iteration 28Q (1029.560000 sec): 3 clusters
  Score: Raw -1640220.776055 + Penalty 4606.133957 = -1635614.642098
  nChanged 15
		SP:Iteration 29Q (1029.590000 sec): 3 clusters
  Score: Raw -1640229.867803 + Penalty 4606.133957 = -1635623.733846
  nChanged 16
		SP:Iteration 30Q (1029.630000 sec): 3 clusters
  Score: Raw -1640238.336400 + Penalty 4606.133957 = -1635632.202442
  nChanged 10
		SP:Iteration 31Q (1029.660000 sec): 3 clusters
  Score: Raw -1640245.660637 + Penalty 4606.133957 = -1635639.526680
  nChanged 10
		SP:Iteration 32Q (1029.700000 sec): 3 clusters
  Score: Raw -1640250.756923 + Penalty 4606.133957 = -1635644.622966
  nChanged 11
		SP:Iteration 33Q (1029.740000 sec): 3 clusters
  Score: Raw -1640256.674118 + Penalty 4606.133957 = -1635650.540160
  nChanged 7
		SP:Iteration 34Q (1029.770000 sec): 3 clusters
  Score: Raw -1640260.354874 + Penalty 4606.133957 = -1635654.220917
  nChanged 3
		SP:Iteration 35Q (1029.810000 sec): 3 clusters
  Score: Raw -1640262.444175 + Penalty 4606.133957 = -1635656.310217
  nChanged 5
		SP:Iteration 36Q (1029.840000 sec): 3 clusters
  Score: Raw -1640265.778209 + Penalty 4606.133957 = -1635659.644252
  nChanged 4
		SP:Iteration 37Q (1029.880000 sec): 3 clusters
  Score: Raw -1640267.528765 + Penalty 4606.133957 = -1635661.394808
  nChanged 5
		SP:Iteration 38Q (1029.910000 sec): 3 clusters
  Score: Raw -1640269.895299 + Penalty 4606.133957 = -1635663.761342
  nChanged 2
		SP:Iteration 39Q (1029.950000 sec): 3 clusters
  Score: Raw -1640271.422188 + Penalty 4606.133957 = -1635665.288231
  nChanged 4
		SP:Iteration 40F (1029.990000 sec): 3 clusters
  Score: Raw -1640273.129200 + Penalty 4606.133957 = -1635666.995243
  nChanged 2
		SP:Iteration 41Q (1030.020000 sec): 3 clusters
  Score: Raw -1640274.361717 + Penalty 4606.133957 = -1635668.227760
  nChanged 2
		SP:Iteration 42Q (1030.060000 sec): 3 clusters
  Score: Raw -1640275.243146 + Penalty 4606.133957 = -1635669.109188
  nChanged 3
		SP:Iteration 43Q (1030.100000 sec): 3 clusters
  Score: Raw -1640276.315075 + Penalty 4606.133957 = -1635670.181118
  nChanged 2
		SP:Iteration 44Q (1030.130000 sec): 3 clusters
  Score: Raw -1640277.405311 + Penalty 4606.133957 = -1635671.271354
  nChanged 1
		SP:Iteration 45Q (1030.170000 sec): 3 clusters
  Score: Raw -1640277.992642 + Penalty 4606.133957 = -1635671.858684
  nChanged 3
		SP:Iteration 46Q (1030.200000 sec): 3 clusters
  Score: Raw -1640279.561101 + Penalty 4606.133957 = -1635673.427143
  nChanged 2
		SP:Iteration 47Q (1030.240000 sec): 3 clusters
  Score: Raw -1640280.436861 + Penalty 4606.133957 = -1635674.302904
  nChanged 1
		SP:Iteration 48Q (1030.270000 sec): 3 clusters
  Score: Raw -1640281.052259 + Penalty 4606.133957 = -1635674.918301
  nChanged 3
		SP:Iteration 49Q (1030.310000 sec): 3 clusters
  Score: Raw -1640282.329681 + Penalty 4606.133957 = -1635676.195724
  nChanged 1
		SP:Iteration 50Q (1030.340000 sec): 3 clusters
  Score: Raw -1640282.620555 + Penalty 4606.133957 = -1635676.486597
  nChanged 0
		SP:Iteration 51F (1030.380000 sec): 3 clusters
  Score: Raw -1640282.620555 + Penalty 4606.133957 = -1635676.486597
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (6669 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1030.410000 sec): 2 clusters
  Score: Raw -949083.746266 + Penalty 2183.695850 = -946900.050416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1030.430000 sec): 3 clusters
  Score: Raw -945634.755525 + Penalty 4367.391701 = -941267.363824
  nChanged 2702
		SP:Iteration 1F (1030.460000 sec): 3 clusters
  Score: Raw -947202.984963 + Penalty 4367.391701 = -942835.593263
  nChanged 542
		SP:Iteration 2F (1030.480000 sec): 3 clusters
  Score: Raw -947577.544328 + Penalty 4367.391701 = -943210.152628
  nChanged 425
		SP:Iteration 3F (1030.500000 sec): 3 clusters
  Score: Raw -947871.305258 + Penalty 4367.391701 = -943503.913558
  nChanged 359
		SP:Iteration 4F (1030.530000 sec): 3 clusters
  Score: Raw -948121.866120 + Penalty 4367.391701 = -943754.474420
  nChanged 310
		SP:Iteration 5Q (1030.550000 sec): 3 clusters
  Score: Raw -948332.786043 + Penalty 4367.391701 = -943965.394342
  nChanged 292
		SP:Iteration 6Q (1030.580000 sec): 3 clusters
  Score: Raw -948504.555897 + Penalty 4367.391701 = -944137.164196
  nChanged 268
		SP:Iteration 7Q (1030.600000 sec): 3 clusters
  Score: Raw -948666.822626 + Penalty 4367.391701 = -944299.430925
  nChanged 241
		SP:Iteration 8Q (1030.620000 sec): 3 clusters
  Score: Raw -948823.630583 + Penalty 4367.391701 = -944456.238882
  nChanged 231
		SP:Iteration 9Q (1030.650000 sec): 3 clusters
  Score: Raw -948976.597729 + Penalty 4367.391701 = -944609.206029
  nChanged 206
		SP:Iteration 10Q (1030.670000 sec): 3 clusters
  Score: Raw -949124.211956 + Penalty 4367.391701 = -944756.820255
  nChanged 198
		SP:Iteration 11Q (1030.700000 sec): 3 clusters
  Score: Raw -949275.566808 + Penalty 4367.391701 = -944908.175107
  nChanged 174
		SP:Iteration 12Q (1030.720000 sec): 3 clusters
  Score: Raw -949398.069128 + Penalty 4367.391701 = -945030.677427
  nChanged 130
		SP:Iteration 13Q (1030.740000 sec): 3 clusters
  Score: Raw -949486.873879 + Penalty 4367.391701 = -945119.482179
  nChanged 111
		SP:Iteration 14Q (1030.770000 sec): 3 clusters
  Score: Raw -949546.920489 + Penalty 4367.391701 = -945179.528788
  nChanged 87
		SP:Iteration 15Q (1030.790000 sec): 3 clusters
  Score: Raw -949590.039740 + Penalty 4367.391701 = -945222.648040
  nChanged 64
		SP:Iteration 16Q (1030.820000 sec): 3 clusters
  Score: Raw -949624.839655 + Penalty 4367.391701 = -945257.447954
  nChanged 57
		SP:Iteration 17Q (1030.840000 sec): 3 clusters
  Score: Raw -949648.349097 + Penalty 4367.391701 = -945280.957397
  nChanged 39
		SP:Iteration 18Q (1030.860000 sec): 3 clusters
  Score: Raw -949662.472092 + Penalty 4367.391701 = -945295.080391
  nChanged 21
		SP:Iteration 19Q (1030.880000 sec): 3 clusters
  Score: Raw -949670.062991 + Penalty 4367.391701 = -945302.671291
  nChanged 21
		SP:Iteration 20F (1030.910000 sec): 3 clusters
  Score: Raw -949677.923633 + Penalty 4367.391701 = -945310.531932
  nChanged 21
		SP:Iteration 21Q (1030.930000 sec): 3 clusters
  Score: Raw -949686.431948 + Penalty 4367.391701 = -945319.040247
  nChanged 20
		SP:Iteration 22Q (1030.950000 sec): 3 clusters
  Score: Raw -949692.788515 + Penalty 4367.391701 = -945325.396814
  nChanged 15
		SP:Iteration 23Q (1030.980000 sec): 3 clusters
  Score: Raw -949697.740718 + Penalty 4367.391701 = -945330.349017
  nChanged 14
		SP:Iteration 24Q (1031.000000 sec): 3 clusters
  Score: Raw -949702.751078 + Penalty 4367.391701 = -945335.359378
  nChanged 14
		SP:Iteration 25Q (1031.020000 sec): 3 clusters
  Score: Raw -949708.227097 + Penalty 4367.391701 = -945340.835396
  nChanged 7
		SP:Iteration 26Q (1031.040000 sec): 3 clusters
  Score: Raw -949710.232586 + Penalty 4367.391701 = -945342.840885
  nChanged 9
		SP:Iteration 27Q (1031.060000 sec): 3 clusters
  Score: Raw -949712.559929 + Penalty 4367.391701 = -945345.168229
  nChanged 8
		SP:Iteration 28Q (1031.090000 sec): 3 clusters
  Score: Raw -949714.472580 + Penalty 4367.391701 = -945347.080879
  nChanged 10
		SP:Iteration 29Q (1031.110000 sec): 3 clusters
  Score: Raw -949718.182230 + Penalty 4367.391701 = -945350.790529
  nChanged 8
		SP:Iteration 30Q (1031.130000 sec): 3 clusters
  Score: Raw -949720.759275 + Penalty 4367.391701 = -945353.367574
  nChanged 12
		SP:Iteration 31Q (1031.150000 sec): 3 clusters
  Score: Raw -949724.148284 + Penalty 4367.391701 = -945356.756584
  nChanged 9
		SP:Iteration 32Q (1031.180000 sec): 3 clusters
  Score: Raw -949727.192195 + Penalty 4367.391701 = -945359.800494
  nChanged 11
		SP:Iteration 33Q (1031.200000 sec): 3 clusters
  Score: Raw -949730.591176 + Penalty 4367.391701 = -945363.199476
  nChanged 5
		SP:Iteration 34Q (1031.220000 sec): 3 clusters
  Score: Raw -949732.139738 + Penalty 4367.391701 = -945364.748038
  nChanged 4
		SP:Iteration 35Q (1031.240000 sec): 3 clusters
  Score: Raw -949733.054056 + Penalty 4367.391701 = -945365.662355
  nChanged 1
		SP:Iteration 36Q (1031.260000 sec): 3 clusters
  Score: Raw -949733.196912 + Penalty 4367.391701 = -945365.805211
  nChanged 0
		SP:Iteration 37F (1031.290000 sec): 3 clusters
  Score: Raw -949733.196912 + Penalty 4367.391701 = -945365.805211
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1031.300000 sec): 2 clusters
  Score: Raw -41717.255406 + Penalty 1485.883208 = -40231.372198
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1031.300000 sec): 3 clusters
  Score: Raw -41885.415095 + Penalty 2971.766415 = -38913.648679
  nChanged 107
		SP:Iteration 1F (1031.300000 sec): 3 clusters
  Score: Raw -42535.135807 + Penalty 2971.766415 = -39563.369392
  nChanged 31
		SP:Iteration 2F (1031.300000 sec): 3 clusters
  Score: Raw -42784.205606 + Penalty 2971.766415 = -39812.439190
  nChanged 23
		SP:Iteration 3F (1031.300000 sec): 3 clusters
  Score: Raw -42979.207181 + Penalty 2971.766415 = -40007.440765
  nChanged 31
		SP:Iteration 4F (1031.300000 sec): 3 clusters
  Score: Raw -43146.320816 + Penalty 2971.766415 = -40174.554401
  nChanged 19
		SP:Iteration 5Q (1031.300000 sec): 3 clusters
  Score: Raw -43314.440042 + Penalty 2971.766415 = -40342.673627
  nChanged 14
		SP:Iteration 6Q (1031.300000 sec): 3 clusters
  Score: Raw -43442.287600 + Penalty 2971.766415 = -40470.521184
  nChanged 12
		SP:Iteration 7Q (1031.300000 sec): 3 clusters
  Score: Raw -43530.590252 + Penalty 2971.766415 = -40558.823836
  nChanged 9
		SP:Iteration 8Q (1031.310000 sec): 3 clusters
  Score: Raw -43579.015651 + Penalty 2971.766415 = -40607.249236
  nChanged 2
		SP:Iteration 9Q (1031.310000 sec): 3 clusters
  Score: Raw -43586.067273 + Penalty 2971.766415 = -40614.300857
  nChanged 1
		SP:Iteration 10Q (1031.310000 sec): 3 clusters
  Score: Raw -43588.360641 + Penalty 2971.766415 = -40616.594226
  nChanged 0
		SP:Iteration 11F (1031.310000 sec): 3 clusters
  Score: Raw -43590.497855 + Penalty 2971.766415 = -40618.731439
  nChanged 2
		SP:Iteration 12Q (1031.310000 sec): 3 clusters
  Score: Raw -43633.111548 + Penalty 2971.766415 = -40661.345133
  nChanged 1
		SP:Iteration 13Q (1031.310000 sec): 3 clusters
  Score: Raw -43651.108789 + Penalty 2971.766415 = -40679.342373
  nChanged 0
		SP:Iteration 14F (1031.320000 sec): 3 clusters
  Score: Raw -43651.108789 + Penalty 2971.766415 = -40679.342373
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 28.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (28374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1031.420000 sec): 2 clusters
  Score: Raw -4137386.225333 + Penalty 2542.800671 = -4134843.424662
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1031.520000 sec): 3 clusters
  Score: Raw -4120539.217975 + Penalty 5085.601342 = -4115453.616633
  nChanged 12714
		SP:Iteration 1F (1031.630000 sec): 3 clusters
  Score: Raw -4128293.282969 + Penalty 5085.601342 = -4123207.681627
  nChanged 1931
		SP:Iteration 2F (1031.740000 sec): 3 clusters
  Score: Raw -4129592.694533 + Penalty 5085.601342 = -4124507.093191
  nChanged 2026
		SP:Iteration 3F (1031.850000 sec): 3 clusters
  Score: Raw -4130965.518058 + Penalty 5085.601342 = -4125879.916717
  nChanged 2101
		SP:Iteration 4F (1031.960000 sec): 3 clusters
  Score: Raw -4132259.506004 + Penalty 5085.601342 = -4127173.904662
  nChanged 1848
		SP:Iteration 5F (1032.060000 sec): 3 clusters
  Score: Raw -4133299.500618 + Penalty 5085.601342 = -4128213.899276
  nChanged 1477
		SP:Iteration 6F (1032.170000 sec): 3 clusters
  Score: Raw -4134103.128340 + Penalty 5085.601342 = -4129017.526998
  nChanged 1132
		SP:Iteration 7Q (1032.280000 sec): 3 clusters
  Score: Raw -4134727.689142 + Penalty 5085.601342 = -4129642.087800
  nChanged 843
		SP:Iteration 8Q (1032.380000 sec): 3 clusters
  Score: Raw -4135152.851837 + Penalty 5085.601342 = -4130067.250496
  nChanged 599
		SP:Iteration 9Q (1032.490000 sec): 3 clusters
  Score: Raw -4135457.897534 + Penalty 5085.601342 = -4130372.296192
  nChanged 509
		SP:Iteration 10Q (1032.600000 sec): 3 clusters
  Score: Raw -4135703.843809 + Penalty 5085.601342 = -4130618.242467
  nChanged 420
		SP:Iteration 11Q (1032.710000 sec): 3 clusters
  Score: Raw -4135885.729538 + Penalty 5085.601342 = -4130800.128196
  nChanged 392
		SP:Iteration 12Q (1032.820000 sec): 3 clusters
  Score: Raw -4136053.281203 + Penalty 5085.601342 = -4130967.679861
  nChanged 368
		SP:Iteration 13Q (1032.920000 sec): 3 clusters
  Score: Raw -4136240.804962 + Penalty 5085.601342 = -4131155.203620
  nChanged 381
		SP:Iteration 14Q (1033.030000 sec): 3 clusters
  Score: Raw -4136507.232930 + Penalty 5085.601342 = -4131421.631588
  nChanged 369
		SP:Iteration 15Q (1033.140000 sec): 3 clusters
  Score: Raw -4136917.418485 + Penalty 5085.601342 = -4131831.817143
  nChanged 311
		SP:Iteration 16Q (1033.240000 sec): 3 clusters
  Score: Raw -4137397.736044 + Penalty 5085.601342 = -4132312.134703
  nChanged 279
		SP:Iteration 17Q (1033.340000 sec): 3 clusters
  Score: Raw -4137761.538767 + Penalty 5085.601342 = -4132675.937425
  nChanged 307
		SP:Iteration 18Q (1033.430000 sec): 3 clusters
  Score: Raw -4137946.335986 + Penalty 5085.601342 = -4132860.734644
  nChanged 233
		SP:Iteration 19Q (1033.520000 sec): 3 clusters
  Score: Raw -4138036.953940 + Penalty 5085.601342 = -4132951.352598
  nChanged 157
		SP:Iteration 20F (1033.630000 sec): 3 clusters
  Score: Raw -4138084.035884 + Penalty 5085.601342 = -4132998.434542
  nChanged 133
		SP:Iteration 21Q (1033.720000 sec): 3 clusters
  Score: Raw -4138125.249890 + Penalty 5085.601342 = -4133039.648548
  nChanged 113
		SP:Iteration 22Q (1033.800000 sec): 3 clusters
  Score: Raw -4138159.013124 + Penalty 5085.601342 = -4133073.411782
  nChanged 111
		SP:Iteration 23Q (1033.890000 sec): 3 clusters
  Score: Raw -4138191.820669 + Penalty 5085.601342 = -4133106.219328
  nChanged 78
		SP:Iteration 24Q (1033.980000 sec): 3 clusters
  Score: Raw -4138210.162135 + Penalty 5085.601342 = -4133124.560793
  nChanged 70
		SP:Iteration 25Q (1034.060000 sec): 3 clusters
  Score: Raw -4138228.530566 + Penalty 5085.601342 = -4133142.929224
  nChanged 71
		SP:Iteration 26Q (1034.150000 sec): 3 clusters
  Score: Raw -4138248.187354 + Penalty 5085.601342 = -4133162.586012
  nChanged 71
		SP:Iteration 27Q (1034.240000 sec): 3 clusters
  Score: Raw -4138265.470918 + Penalty 5085.601342 = -4133179.869576
  nChanged 58
		SP:Iteration 28Q (1034.320000 sec): 3 clusters
  Score: Raw -4138280.584903 + Penalty 5085.601342 = -4133194.983562
  nChanged 54
		SP:Iteration 29Q (1034.410000 sec): 3 clusters
  Score: Raw -4138295.595579 + Penalty 5085.601342 = -4133209.994237
  nChanged 53
		SP:Iteration 30Q (1034.490000 sec): 3 clusters
  Score: Raw -4138306.847802 + Penalty 5085.601342 = -4133221.246461
  nChanged 43
		SP:Iteration 31Q (1034.580000 sec): 3 clusters
  Score: Raw -4138315.888689 + Penalty 5085.601342 = -4133230.287347
  nChanged 30
		SP:Iteration 32Q (1034.660000 sec): 3 clusters
  Score: Raw -4138322.007135 + Penalty 5085.601342 = -4133236.405793
  nChanged 32
		SP:Iteration 33Q (1034.740000 sec): 3 clusters
  Score: Raw -4138329.149252 + Penalty 5085.601342 = -4133243.547910
  nChanged 32
		SP:Iteration 34Q (1034.820000 sec): 3 clusters
  Score: Raw -4138336.361529 + Penalty 5085.601342 = -4133250.760187
  nChanged 23
		SP:Iteration 35Q (1034.910000 sec): 3 clusters
  Score: Raw -4138340.047482 + Penalty 5085.601342 = -4133254.446140
  nChanged 17
		SP:Iteration 36Q (1034.990000 sec): 3 clusters
  Score: Raw -4138343.038358 + Penalty 5085.601342 = -4133257.437016
  nChanged 16
		SP:Iteration 37Q (1035.080000 sec): 3 clusters
  Score: Raw -4138346.369318 + Penalty 5085.601342 = -4133260.767976
  nChanged 20
		SP:Iteration 38Q (1035.160000 sec): 3 clusters
  Score: Raw -4138351.314511 + Penalty 5085.601342 = -4133265.713169
  nChanged 17
		SP:Iteration 39Q (1035.240000 sec): 3 clusters
  Score: Raw -4138354.098946 + Penalty 5085.601342 = -4133268.497604
  nChanged 9
		SP:Iteration 40F (1035.350000 sec): 3 clusters
  Score: Raw -4138355.024861 + Penalty 5085.601342 = -4133269.423519
  nChanged 8
		SP:Iteration 41Q (1035.430000 sec): 3 clusters
  Score: Raw -4138356.638390 + Penalty 5085.601342 = -4133271.037049
  nChanged 11
		SP:Iteration 42Q (1035.510000 sec): 3 clusters
  Score: Raw -4138359.052762 + Penalty 5085.601342 = -4133273.451420
  nChanged 10
		SP:Iteration 43Q (1035.600000 sec): 3 clusters
  Score: Raw -4138360.552267 + Penalty 5085.601342 = -4133274.950925
  nChanged 7
		SP:Iteration 44Q (1035.680000 sec): 3 clusters
  Score: Raw -4138361.514498 + Penalty 5085.601342 = -4133275.913156
  nChanged 6
		SP:Iteration 45Q (1035.760000 sec): 3 clusters
  Score: Raw -4138362.688012 + Penalty 5085.601342 = -4133277.086670
  nChanged 8
		SP:Iteration 46Q (1035.840000 sec): 3 clusters
  Score: Raw -4138364.141075 + Penalty 5085.601342 = -4133278.539733
  nChanged 7
		SP:Iteration 47Q (1035.930000 sec): 3 clusters
  Score: Raw -4138365.599431 + Penalty 5085.601342 = -4133279.998089
  nChanged 9
		SP:Iteration 48Q (1036.010000 sec): 3 clusters
  Score: Raw -4138367.668805 + Penalty 5085.601342 = -4133282.067463
  nChanged 9
		SP:Iteration 49Q (1036.100000 sec): 3 clusters
  Score: Raw -4138370.144768 + Penalty 5085.601342 = -4133284.543427
  nChanged 8
		SP:Iteration 50Q (1036.180000 sec): 3 clusters
  Score: Raw -4138371.595029 + Penalty 5085.601342 = -4133285.993687
  nChanged 7
		SP:Iteration 51Q (1036.260000 sec): 3 clusters
  Score: Raw -4138372.379127 + Penalty 5085.601342 = -4133286.777785
  nChanged 5
		SP:Iteration 52Q (1036.350000 sec): 3 clusters
  Score: Raw -4138373.055749 + Penalty 5085.601342 = -4133287.454407
  nChanged 2
		SP:Iteration 53Q (1036.430000 sec): 3 clusters
  Score: Raw -4138373.303326 + Penalty 5085.601342 = -4133287.701984
  nChanged 2
		SP:Iteration 54Q (1036.510000 sec): 3 clusters
  Score: Raw -4138373.685316 + Penalty 5085.601342 = -4133288.083974
  nChanged 0
		SP:Iteration 55F (1036.620000 sec): 3 clusters
  Score: Raw -4138373.685316 + Penalty 5085.601342 = -4133288.083974
  nChanged 0
Iteration 59Q (1049.730000 sec): 29 clusters
  Score: Raw -117560327.554733 + Penalty 94491.211284 = -117465836.343448
  nChanged 15378
Iteration 60F (1079.730000 sec): 29 clusters
  Score: Raw -117568710.591581 + Penalty 94491.211284 = -117474219.380296
  nChanged 14018
Iteration 61Q (1087.730000 sec): 29 clusters
  Score: Raw -117574471.978560 + Penalty 94491.211284 = -117479980.767276
  nChanged 11135
Iteration 62Q (1095.570000 sec): 29 clusters
  Score: Raw -117577370.981906 + Penalty 94491.211284 = -117482879.770622
  nChanged 9177
Iteration 63Q (1103.300000 sec): 29 clusters
  Score: Raw -117579349.532512 + Penalty 94491.211284 = -117484858.321227
  nChanged 7687
Iteration 64Q (1110.990000 sec): 29 clusters
  Score: Raw -117580765.110500 + Penalty 94491.211284 = -117486273.899215
  nChanged 6572
Iteration 65Q (1118.630000 sec): 29 clusters
  Score: Raw -117581820.518006 + Penalty 94491.211284 = -117487329.306722
  nChanged 5690
Iteration 66Q (1126.210000 sec): 29 clusters
  Score: Raw -117582708.950746 + Penalty 94491.211284 = -117488217.739461
  nChanged 4975
Iteration 67Q (1133.760000 sec): 29 clusters
  Score: Raw -117583326.243905 + Penalty 94491.211284 = -117488835.032621
  nChanged 4348
Iteration 68Q (1141.250000 sec): 29 clusters
  Score: Raw -117583813.433299 + Penalty 94491.211284 = -117489322.222014
  nChanged 3756
Iteration 69Q (1148.730000 sec): 29 clusters
  Score: Raw -117584205.644969 + Penalty 94491.211284 = -117489714.433685
  nChanged 3288
Iteration 70Q (1156.210000 sec): 29 clusters
  Score: Raw -117584529.543453 + Penalty 94491.211284 = -117490038.332169
  nChanged 2932
Iteration 71Q (1163.670000 sec): 29 clusters
  Score: Raw -117584813.784459 + Penalty 94491.211284 = -117490322.573174
  nChanged 2563
Iteration 72Q (1171.210000 sec): 29 clusters
  Score: Raw -117585085.345258 + Penalty 94491.211284 = -117490594.133974
  nChanged 2299
Iteration 73Q (1178.610000 sec): 29 clusters
  Score: Raw -117585312.547409 + Penalty 94491.211284 = -117490821.336124
  nChanged 2029
Iteration 74Q (1186.000000 sec): 29 clusters
  Score: Raw -117585505.335962 + Penalty 94491.211284 = -117491014.124677
  nChanged 1823
Iteration 75Q (1193.390000 sec): 29 clusters
  Score: Raw -117585674.157199 + Penalty 94491.211284 = -117491182.945914
  nChanged 1737
Iteration 76Q (1200.790000 sec): 29 clusters
  Score: Raw -117585826.194799 + Penalty 94491.211284 = -117491334.983514
  nChanged 1465
Iteration 77Q (1208.210000 sec): 29 clusters
  Score: Raw -117585953.764036 + Penalty 94491.211284 = -117491462.552751
  nChanged 1258
Iteration 78Q (1215.540000 sec): 29 clusters
  Score: Raw -117586060.829859 + Penalty 94491.211284 = -117491569.618574
  nChanged 1158
Iteration 79Q (1222.880000 sec): 29 clusters
  Score: Raw -117586148.466487 + Penalty 94491.211284 = -117491657.255203
  nChanged 1036
Iteration 80F (1252.850000 sec): 29 clusters
  Score: Raw -117587159.124496 + Penalty 94491.211284 = -117492667.913211
  nChanged 1022
Iteration 81Q (1260.360000 sec): 29 clusters
  Score: Raw -117588008.326163 + Penalty 94491.211284 = -117493517.114878
  nChanged 1027
Iteration 82Q (1267.860000 sec): 29 clusters
  Score: Raw -117588309.365632 + Penalty 94491.211284 = -117493818.154348
  nChanged 1046
Iteration 83Q (1275.310000 sec): 29 clusters
  Score: Raw -117588494.811194 + Penalty 94491.211284 = -117494003.599910
  nChanged 955
Iteration 84Q (1282.790000 sec): 29 clusters
  Score: Raw -117588650.143193 + Penalty 94491.211284 = -117494158.931909
  nChanged 1003
Iteration 85Q (1290.230000 sec): 29 clusters
  Score: Raw -117588814.518487 + Penalty 94491.211284 = -117494323.307202
  nChanged 992
Iteration 86Q (1297.690000 sec): 29 clusters
  Score: Raw -117588975.546574 + Penalty 94491.211284 = -117494484.335289
  nChanged 967
Iteration 87Q (1305.260000 sec): 29 clusters
  Score: Raw -117589128.399006 + Penalty 94491.211284 = -117494637.187721
  nChanged 998
Iteration 88Q (1312.740000 sec): 29 clusters
  Score: Raw -117589271.220600 + Penalty 94491.211284 = -117494780.009316
  nChanged 1070
Iteration 89Q (1320.200000 sec): 29 clusters
  Score: Raw -117589436.564155 + Penalty 94491.211284 = -117494945.352871
  nChanged 1059
Iteration 90Q (1327.650000 sec): 29 clusters
  Score: Raw -117589591.384997 + Penalty 94491.211284 = -117495100.173713
  nChanged 986
Iteration 91Q (1335.090000 sec): 29 clusters
  Score: Raw -117589703.655741 + Penalty 94491.211284 = -117495212.444457
  nChanged 946
Iteration 92Q (1342.500000 sec): 29 clusters
  Score: Raw -117589797.979246 + Penalty 94491.211284 = -117495306.767961
  nChanged 840
Iteration 93Q (1349.910000 sec): 29 clusters
  Score: Raw -117589872.906237 + Penalty 94491.211284 = -117495381.694953
  nChanged 721
Iteration 94Q (1357.290000 sec): 29 clusters
  Score: Raw -117589937.001479 + Penalty 94491.211284 = -117495445.790195
  nChanged 707
Iteration 95Q (1364.690000 sec): 29 clusters
  Score: Raw -117589998.059168 + Penalty 94491.211284 = -117495506.847884
  nChanged 662
Iteration 96Q (1372.120000 sec): 29 clusters
  Score: Raw -117590050.836933 + Penalty 94491.211284 = -117495559.625648
  nChanged 572
Iteration 97Q (1379.540000 sec): 29 clusters
  Score: Raw -117590097.680638 + Penalty 94491.211284 = -117495606.469354
  nChanged 518
Iteration 98Q (1386.980000 sec): 29 clusters
  Score: Raw -117590134.869576 + Penalty 94491.211284 = -117495643.658291
  nChanged 497
Writing temp clu file 
Because OldScore, -117495606.469354, is greater than current (better) Score,-117495643.658291 
 Compute initial score before splitting:   Score: Raw -117590134.869576 + Penalty 94491.211284 = -117495643.658291
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (1303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.110000 sec): 2 clusters
  Score: Raw -189869.747365 + Penalty 1778.761295 = -188090.986070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.110000 sec): 3 clusters
  Score: Raw -189499.938567 + Penalty 3557.522590 = -185942.415977
  nChanged 364
		SP:Iteration 1F (1387.120000 sec): 3 clusters
  Score: Raw -189838.503375 + Penalty 3557.522590 = -186280.980785
  nChanged 86
		SP:Iteration 2F (1387.130000 sec): 3 clusters
  Score: Raw -189921.097970 + Penalty 3557.522590 = -186363.575380
  nChanged 48
		SP:Iteration 3Q (1387.130000 sec): 3 clusters
  Score: Raw -189972.820468 + Penalty 3557.522590 = -186415.297878
  nChanged 28
		SP:Iteration 4Q (1387.130000 sec): 3 clusters
  Score: Raw -189999.011213 + Penalty 3557.522590 = -186441.488623
  nChanged 21
		SP:Iteration 5Q (1387.140000 sec): 3 clusters
  Score: Raw -190019.040035 + Penalty 3557.522590 = -186461.517445
  nChanged 15
		SP:Iteration 6Q (1387.150000 sec): 3 clusters
  Score: Raw -190037.198032 + Penalty 3557.522590 = -186479.675442
  nChanged 13
		SP:Iteration 7Q (1387.150000 sec): 3 clusters
  Score: Raw -190049.924868 + Penalty 3557.522590 = -186492.402278
  nChanged 8
		SP:Iteration 8Q (1387.150000 sec): 3 clusters
  Score: Raw -190056.912671 + Penalty 3557.522590 = -186499.390081
  nChanged 7
		SP:Iteration 9Q (1387.160000 sec): 3 clusters
  Score: Raw -190064.117087 + Penalty 3557.522590 = -186506.594497
  nChanged 11
		SP:Iteration 10Q (1387.170000 sec): 3 clusters
  Score: Raw -190074.283857 + Penalty 3557.522590 = -186516.761266
  nChanged 7
		SP:Iteration 11Q (1387.170000 sec): 3 clusters
  Score: Raw -190080.536895 + Penalty 3557.522590 = -186523.014305
  nChanged 5
		SP:Iteration 12Q (1387.170000 sec): 3 clusters
  Score: Raw -190085.543397 + Penalty 3557.522590 = -186528.020807
  nChanged 7
		SP:Iteration 13Q (1387.180000 sec): 3 clusters
  Score: Raw -190095.139933 + Penalty 3557.522590 = -186537.617343
  nChanged 11
		SP:Iteration 14Q (1387.190000 sec): 3 clusters
  Score: Raw -190113.360045 + Penalty 3557.522590 = -186555.837454
  nChanged 13
		SP:Iteration 15Q (1387.190000 sec): 3 clusters
  Score: Raw -190128.346708 + Penalty 3557.522590 = -186570.824118
  nChanged 8
		SP:Iteration 16Q (1387.190000 sec): 3 clusters
  Score: Raw -190140.017044 + Penalty 3557.522590 = -186582.494454
  nChanged 16
		SP:Iteration 17Q (1387.200000 sec): 3 clusters
  Score: Raw -190168.485026 + Penalty 3557.522590 = -186610.962436
  nChanged 27
		SP:Iteration 18Q (1387.210000 sec): 3 clusters
  Score: Raw -190220.177614 + Penalty 3557.522590 = -186662.655024
  nChanged 28
		SP:Iteration 19Q (1387.210000 sec): 3 clusters
  Score: Raw -190272.049084 + Penalty 3557.522590 = -186714.526493
  nChanged 28
		SP:Iteration 20F (1387.210000 sec): 3 clusters
  Score: Raw -190325.124876 + Penalty 3557.522590 = -186767.602286
  nChanged 26
		SP:Iteration 21Q (1387.220000 sec): 3 clusters
  Score: Raw -190382.287756 + Penalty 3557.522590 = -186824.765165
  nChanged 34
		SP:Iteration 22Q (1387.230000 sec): 3 clusters
  Score: Raw -190466.451442 + Penalty 3557.522590 = -186908.928852
  nChanged 36
		SP:Iteration 23Q (1387.230000 sec): 3 clusters
  Score: Raw -190535.697299 + Penalty 3557.522590 = -186978.174708
  nChanged 27
		SP:Iteration 24Q (1387.230000 sec): 3 clusters
  Score: Raw -190584.950035 + Penalty 3557.522590 = -187027.427444
  nChanged 34
		SP:Iteration 25Q (1387.240000 sec): 3 clusters
  Score: Raw -190646.957170 + Penalty 3557.522590 = -187089.434579
  nChanged 33
		SP:Iteration 26Q (1387.240000 sec): 3 clusters
  Score: Raw -190739.401991 + Penalty 3557.522590 = -187181.879401
  nChanged 44
		SP:Iteration 27Q (1387.250000 sec): 3 clusters
  Score: Raw -190874.626790 + Penalty 3557.522590 = -187317.104200
  nChanged 58
		SP:Iteration 28Q (1387.250000 sec): 3 clusters
  Score: Raw -191028.914473 + Penalty 3557.522590 = -187471.391883
  nChanged 56
		SP:Iteration 29Q (1387.260000 sec): 3 clusters
  Score: Raw -191237.228230 + Penalty 3557.522590 = -187679.705640
  nChanged 70
		SP:Iteration 30F (1387.260000 sec): 3 clusters
  Score: Raw -191599.045619 + Penalty 3557.522590 = -188041.523028
  nChanged 63
		SP:Iteration 31Q (1387.270000 sec): 3 clusters
  Score: Raw -192004.566554 + Penalty 3557.522590 = -188447.043964
  nChanged 32
		SP:Iteration 32Q (1387.270000 sec): 3 clusters
  Score: Raw -192351.477161 + Penalty 3557.522590 = -188793.954571
  nChanged 6
		SP:Iteration 33Q (1387.270000 sec): 3 clusters
  Score: Raw -192412.185382 + Penalty 3557.522590 = -188854.662792
  nChanged 2
		SP:Iteration 34Q (1387.280000 sec): 3 clusters
  Score: Raw -192418.138025 + Penalty 3557.522590 = -188860.615434
  nChanged 0
		SP:Iteration 35F (1387.280000 sec): 3 clusters
  Score: Raw -192418.138025 + Penalty 3557.522590 = -188860.615434
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 29.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.290000 sec): 2 clusters
  Score: Raw -181238.716590 + Penalty 1764.059243 = -179474.657347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.290000 sec): 3 clusters
  Score: Raw -180948.861045 + Penalty 3528.118486 = -177420.742559
  nChanged 334
		SP:Iteration 1F (1387.300000 sec): 3 clusters
  Score: Raw -181274.710830 + Penalty 3528.118486 = -177746.592344
  nChanged 70
		SP:Iteration 2F (1387.310000 sec): 3 clusters
  Score: Raw -181379.037235 + Penalty 3528.118486 = -177850.918750
  nChanged 38
		SP:Iteration 3Q (1387.310000 sec): 3 clusters
  Score: Raw -181465.133626 + Penalty 3528.118486 = -177937.015140
  nChanged 40
		SP:Iteration 4Q (1387.310000 sec): 3 clusters
  Score: Raw -181538.748813 + Penalty 3528.118486 = -178010.630327
  nChanged 34
		SP:Iteration 5Q (1387.320000 sec): 3 clusters
  Score: Raw -181582.629389 + Penalty 3528.118486 = -178054.510903
  nChanged 29
		SP:Iteration 6Q (1387.330000 sec): 3 clusters
  Score: Raw -181617.175381 + Penalty 3528.118486 = -178089.056895
  nChanged 23
		SP:Iteration 7Q (1387.330000 sec): 3 clusters
  Score: Raw -181646.971327 + Penalty 3528.118486 = -178118.852841
  nChanged 16
		SP:Iteration 8Q (1387.330000 sec): 3 clusters
  Score: Raw -181674.926611 + Penalty 3528.118486 = -178146.808125
  nChanged 24
		SP:Iteration 9Q (1387.340000 sec): 3 clusters
  Score: Raw -181714.363134 + Penalty 3528.118486 = -178186.244648
  nChanged 23
		SP:Iteration 10Q (1387.340000 sec): 3 clusters
  Score: Raw -181744.024096 + Penalty 3528.118486 = -178215.905610
  nChanged 20
		SP:Iteration 11Q (1387.350000 sec): 3 clusters
  Score: Raw -181769.131009 + Penalty 3528.118486 = -178241.012523
  nChanged 17
		SP:Iteration 12Q (1387.350000 sec): 3 clusters
  Score: Raw -181797.693463 + Penalty 3528.118486 = -178269.574977
  nChanged 21
		SP:Iteration 13Q (1387.360000 sec): 3 clusters
  Score: Raw -181824.757306 + Penalty 3528.118486 = -178296.638820
  nChanged 14
		SP:Iteration 14Q (1387.360000 sec): 3 clusters
  Score: Raw -181851.307830 + Penalty 3528.118486 = -178323.189344
  nChanged 16
		SP:Iteration 15Q (1387.370000 sec): 3 clusters
  Score: Raw -181871.053437 + Penalty 3528.118486 = -178342.934951
  nChanged 11
		SP:Iteration 16Q (1387.370000 sec): 3 clusters
  Score: Raw -181883.086884 + Penalty 3528.118486 = -178354.968398
  nChanged 9
		SP:Iteration 17Q (1387.370000 sec): 3 clusters
  Score: Raw -181901.310286 + Penalty 3528.118486 = -178373.191800
  nChanged 11
		SP:Iteration 18Q (1387.380000 sec): 3 clusters
  Score: Raw -181914.367547 + Penalty 3528.118486 = -178386.249061
  nChanged 10
		SP:Iteration 19Q (1387.380000 sec): 3 clusters
  Score: Raw -181925.426423 + Penalty 3528.118486 = -178397.307937
  nChanged 9
		SP:Iteration 20F (1387.390000 sec): 3 clusters
  Score: Raw -181939.280251 + Penalty 3528.118486 = -178411.161765
  nChanged 4
		SP:Iteration 21Q (1387.390000 sec): 3 clusters
  Score: Raw -181945.299972 + Penalty 3528.118486 = -178417.181486
  nChanged 6
		SP:Iteration 22Q (1387.400000 sec): 3 clusters
  Score: Raw -181953.244351 + Penalty 3528.118486 = -178425.125865
  nChanged 6
		SP:Iteration 23Q (1387.400000 sec): 3 clusters
  Score: Raw -181958.056942 + Penalty 3528.118486 = -178429.938456
  nChanged 5
		SP:Iteration 24Q (1387.410000 sec): 3 clusters
  Score: Raw -181964.242981 + Penalty 3528.118486 = -178436.124495
  nChanged 3
		SP:Iteration 25Q (1387.410000 sec): 3 clusters
  Score: Raw -181969.108619 + Penalty 3528.118486 = -178440.990133
  nChanged 3
		SP:Iteration 26Q (1387.410000 sec): 3 clusters
  Score: Raw -181970.989215 + Penalty 3528.118486 = -178442.870729
  nChanged 2
		SP:Iteration 27Q (1387.420000 sec): 3 clusters
  Score: Raw -181972.526174 + Penalty 3528.118486 = -178444.407688
  nChanged 2
		SP:Iteration 28Q (1387.420000 sec): 3 clusters
  Score: Raw -181975.075346 + Penalty 3528.118486 = -178446.956860
  nChanged 2
		SP:Iteration 29Q (1387.430000 sec): 3 clusters
  Score: Raw -181977.244101 + Penalty 3528.118486 = -178449.125615
  nChanged 3
		SP:Iteration 30Q (1387.430000 sec): 3 clusters
  Score: Raw -181981.258141 + Penalty 3528.118486 = -178453.139655
  nChanged 1
		SP:Iteration 31Q (1387.440000 sec): 3 clusters
  Score: Raw -181983.725850 + Penalty 3528.118486 = -178455.607364
  nChanged 2
		SP:Iteration 32Q (1387.440000 sec): 3 clusters
  Score: Raw -181988.164019 + Penalty 3528.118486 = -178460.045533
  nChanged 0
		SP:Iteration 33F (1387.450000 sec): 3 clusters
  Score: Raw -181988.164019 + Penalty 3528.118486 = -178460.045533
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.450000 sec): 2 clusters
  Score: Raw -19657.883103 + Penalty 1261.723891 = -18396.159212
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.450000 sec): 3 clusters
  Score: Raw -20030.423812 + Penalty 2523.447782 = -17506.976030
  nChanged 19
		SP:Iteration 1F (1387.450000 sec): 3 clusters
  Score: Raw -20106.452655 + Penalty 2523.447782 = -17583.004872
  nChanged 1
		SP:Iteration 2Q (1387.450000 sec): 3 clusters
  Score: Raw -20109.585120 + Penalty 2523.447782 = -17586.137338
  nChanged 1
		SP:Iteration 3Q (1387.450000 sec): 3 clusters
  Score: Raw -20111.547756 + Penalty 2523.447782 = -17588.099974
  nChanged 0
		SP:Iteration 4F (1387.450000 sec): 3 clusters
  Score: Raw -20111.547756 + Penalty 2523.447782 = -17588.099974
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (1722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.460000 sec): 2 clusters
  Score: Raw -252801.940712 + Penalty 1847.907938 = -250954.032775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.470000 sec): 3 clusters
  Score: Raw -252197.418165 + Penalty 3695.815876 = -248501.602289
  nChanged 528
		SP:Iteration 1F (1387.470000 sec): 3 clusters
  Score: Raw -252615.265587 + Penalty 3695.815876 = -248919.449711
  nChanged 108
		SP:Iteration 2F (1387.480000 sec): 3 clusters
  Score: Raw -252710.813907 + Penalty 3695.815876 = -249014.998032
  nChanged 66
		SP:Iteration 3Q (1387.490000 sec): 3 clusters
  Score: Raw -252769.012483 + Penalty 3695.815876 = -249073.196607
  nChanged 43
		SP:Iteration 4Q (1387.490000 sec): 3 clusters
  Score: Raw -252811.139535 + Penalty 3695.815876 = -249115.323660
  nChanged 35
		SP:Iteration 5Q (1387.500000 sec): 3 clusters
  Score: Raw -252848.598906 + Penalty 3695.815876 = -249152.783030
  nChanged 30
		SP:Iteration 6Q (1387.510000 sec): 3 clusters
  Score: Raw -252882.185668 + Penalty 3695.815876 = -249186.369792
  nChanged 31
		SP:Iteration 7Q (1387.510000 sec): 3 clusters
  Score: Raw -252905.783035 + Penalty 3695.815876 = -249209.967160
  nChanged 13
		SP:Iteration 8Q (1387.520000 sec): 3 clusters
  Score: Raw -252916.407796 + Penalty 3695.815876 = -249220.591920
  nChanged 7
		SP:Iteration 9Q (1387.530000 sec): 3 clusters
  Score: Raw -252925.394562 + Penalty 3695.815876 = -249229.578687
  nChanged 11
		SP:Iteration 10Q (1387.530000 sec): 3 clusters
  Score: Raw -252935.454040 + Penalty 3695.815876 = -249239.638164
  nChanged 16
		SP:Iteration 11Q (1387.540000 sec): 3 clusters
  Score: Raw -252950.382177 + Penalty 3695.815876 = -249254.566301
  nChanged 12
		SP:Iteration 12Q (1387.550000 sec): 3 clusters
  Score: Raw -252958.858975 + Penalty 3695.815876 = -249263.043099
  nChanged 9
		SP:Iteration 13Q (1387.550000 sec): 3 clusters
  Score: Raw -252966.065100 + Penalty 3695.815876 = -249270.249224
  nChanged 7
		SP:Iteration 14Q (1387.560000 sec): 3 clusters
  Score: Raw -252971.253974 + Penalty 3695.815876 = -249275.438099
  nChanged 9
		SP:Iteration 15Q (1387.570000 sec): 3 clusters
  Score: Raw -252981.353809 + Penalty 3695.815876 = -249285.537933
  nChanged 11
		SP:Iteration 16Q (1387.570000 sec): 3 clusters
  Score: Raw -252990.981509 + Penalty 3695.815876 = -249295.165633
  nChanged 11
		SP:Iteration 17Q (1387.580000 sec): 3 clusters
  Score: Raw -252997.645740 + Penalty 3695.815876 = -249301.829864
  nChanged 8
		SP:Iteration 18Q (1387.590000 sec): 3 clusters
  Score: Raw -253003.991678 + Penalty 3695.815876 = -249308.175802
  nChanged 7
		SP:Iteration 19Q (1387.590000 sec): 3 clusters
  Score: Raw -253009.600149 + Penalty 3695.815876 = -249313.784274
  nChanged 12
		SP:Iteration 20F (1387.600000 sec): 3 clusters
  Score: Raw -253019.782616 + Penalty 3695.815876 = -249323.966740
  nChanged 10
		SP:Iteration 21Q (1387.610000 sec): 3 clusters
  Score: Raw -253030.196745 + Penalty 3695.815876 = -249334.380869
  nChanged 5
		SP:Iteration 22Q (1387.610000 sec): 3 clusters
  Score: Raw -253033.653931 + Penalty 3695.815876 = -249337.838055
  nChanged 6
		SP:Iteration 23Q (1387.620000 sec): 3 clusters
  Score: Raw -253037.052005 + Penalty 3695.815876 = -249341.236129
  nChanged 5
		SP:Iteration 24Q (1387.630000 sec): 3 clusters
  Score: Raw -253039.225459 + Penalty 3695.815876 = -249343.409584
  nChanged 3
		SP:Iteration 25Q (1387.630000 sec): 3 clusters
  Score: Raw -253041.036654 + Penalty 3695.815876 = -249345.220778
  nChanged 1
		SP:Iteration 26Q (1387.640000 sec): 3 clusters
  Score: Raw -253042.384511 + Penalty 3695.815876 = -249346.568635
  nChanged 2
		SP:Iteration 27Q (1387.650000 sec): 3 clusters
  Score: Raw -253045.337257 + Penalty 3695.815876 = -249349.521382
  nChanged 2
		SP:Iteration 28Q (1387.650000 sec): 3 clusters
  Score: Raw -253046.864998 + Penalty 3695.815876 = -249351.049122
  nChanged 3
		SP:Iteration 29Q (1387.660000 sec): 3 clusters
  Score: Raw -253048.162222 + Penalty 3695.815876 = -249352.346346
  nChanged 0
		SP:Iteration 30F (1387.670000 sec): 3 clusters
  Score: Raw -253048.162222 + Penalty 3695.815876 = -249352.346346
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.670000 sec): 2 clusters
  Score: Raw -74732.100178 + Penalty 1557.538168 = -73174.562010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.670000 sec): 3 clusters
  Score: Raw -74765.250823 + Penalty 3115.076336 = -71650.174487
  nChanged 104
		SP:Iteration 1F (1387.680000 sec): 3 clusters
  Score: Raw -75015.226424 + Penalty 3115.076336 = -71900.150088
  nChanged 38
		SP:Iteration 2F (1387.680000 sec): 3 clusters
  Score: Raw -75140.563684 + Penalty 3115.076336 = -72025.487348
  nChanged 28
		SP:Iteration 3F (1387.680000 sec): 3 clusters
  Score: Raw -75269.071244 + Penalty 3115.076336 = -72153.994908
  nChanged 22
		SP:Iteration 4Q (1387.680000 sec): 3 clusters
  Score: Raw -75414.447062 + Penalty 3115.076336 = -72299.370726
  nChanged 16
		SP:Iteration 5Q (1387.690000 sec): 3 clusters
  Score: Raw -75524.450144 + Penalty 3115.076336 = -72409.373808
  nChanged 13
		SP:Iteration 6Q (1387.690000 sec): 3 clusters
  Score: Raw -75574.158085 + Penalty 3115.076336 = -72459.081749
  nChanged 8
		SP:Iteration 7Q (1387.690000 sec): 3 clusters
  Score: Raw -75597.912816 + Penalty 3115.076336 = -72482.836480
  nChanged 6
		SP:Iteration 8Q (1387.690000 sec): 3 clusters
  Score: Raw -75625.671418 + Penalty 3115.076336 = -72510.595082
  nChanged 3
		SP:Iteration 9Q (1387.690000 sec): 3 clusters
  Score: Raw -75637.477559 + Penalty 3115.076336 = -72522.401223
  nChanged 2
		SP:Iteration 10Q (1387.690000 sec): 3 clusters
  Score: Raw -75650.148358 + Penalty 3115.076336 = -72535.072022
  nChanged 1
		SP:Iteration 11Q (1387.690000 sec): 3 clusters
  Score: Raw -75652.201013 + Penalty 3115.076336 = -72537.124677
  nChanged 1
		SP:Iteration 12Q (1387.700000 sec): 3 clusters
  Score: Raw -75653.515292 + Penalty 3115.076336 = -72538.438956
  nChanged 0
		SP:Iteration 13F (1387.700000 sec): 3 clusters
  Score: Raw -75653.515292 + Penalty 3115.076336 = -72538.438956
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.770000 sec): 2 clusters
  Score: Raw -2390839.066219 + Penalty 2420.241833 = -2388418.824387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.830000 sec): 3 clusters
  Score: Raw -2380920.316850 + Penalty 4840.483665 = -2376079.833185
  nChanged 7456
		SP:Iteration 1F (1387.910000 sec): 3 clusters
  Score: Raw -2384977.357231 + Penalty 4840.483665 = -2380136.873565
  nChanged 1113
		SP:Iteration 2F (1387.970000 sec): 3 clusters
  Score: Raw -2385548.319265 + Penalty 4840.483665 = -2380707.835599
  nChanged 1054
		SP:Iteration 3F (1388.050000 sec): 3 clusters
  Score: Raw -2386133.373628 + Penalty 4840.483665 = -2381292.889963
  nChanged 1002
		SP:Iteration 4F (1388.110000 sec): 3 clusters
  Score: Raw -2386717.731660 + Penalty 4840.483665 = -2381877.247994
  nChanged 987
		SP:Iteration 5F (1388.190000 sec): 3 clusters
  Score: Raw -2387319.872669 + Penalty 4840.483665 = -2382479.389003
  nChanged 935
		SP:Iteration 6F (1388.260000 sec): 3 clusters
  Score: Raw -2387922.786038 + Penalty 4840.483665 = -2383082.302372
  nChanged 889
		SP:Iteration 7F (1388.330000 sec): 3 clusters
  Score: Raw -2388493.386732 + Penalty 4840.483665 = -2383652.903066
  nChanged 783
		SP:Iteration 8Q (1388.400000 sec): 3 clusters
  Score: Raw -2388971.319161 + Penalty 4840.483665 = -2384130.835496
  nChanged 673
		SP:Iteration 9Q (1388.470000 sec): 3 clusters
  Score: Raw -2389332.097728 + Penalty 4840.483665 = -2384491.614062
  nChanged 526
		SP:Iteration 10Q (1388.530000 sec): 3 clusters
  Score: Raw -2389548.036670 + Penalty 4840.483665 = -2384707.553004
  nChanged 372
		SP:Iteration 11Q (1388.600000 sec): 3 clusters
  Score: Raw -2389662.046623 + Penalty 4840.483665 = -2384821.562957
  nChanged 259
		SP:Iteration 12Q (1388.670000 sec): 3 clusters
  Score: Raw -2389731.369710 + Penalty 4840.483665 = -2384890.886044
  nChanged 189
		SP:Iteration 13Q (1388.740000 sec): 3 clusters
  Score: Raw -2389775.082432 + Penalty 4840.483665 = -2384934.598767
  nChanged 149
		SP:Iteration 14Q (1388.810000 sec): 3 clusters
  Score: Raw -2389810.192017 + Penalty 4840.483665 = -2384969.708352
  nChanged 136
		SP:Iteration 15Q (1388.870000 sec): 3 clusters
  Score: Raw -2389843.352918 + Penalty 4840.483665 = -2385002.869253
  nChanged 144
		SP:Iteration 16Q (1388.940000 sec): 3 clusters
  Score: Raw -2389874.122006 + Penalty 4840.483665 = -2385033.638341
  nChanged 117
		SP:Iteration 17Q (1389.010000 sec): 3 clusters
  Score: Raw -2389897.679713 + Penalty 4840.483665 = -2385057.196047
  nChanged 111
		SP:Iteration 18Q (1389.080000 sec): 3 clusters
  Score: Raw -2389918.826190 + Penalty 4840.483665 = -2385078.342524
  nChanged 99
		SP:Iteration 19Q (1389.140000 sec): 3 clusters
  Score: Raw -2389936.277049 + Penalty 4840.483665 = -2385095.793383
  nChanged 74
		SP:Iteration 20F (1389.210000 sec): 3 clusters
  Score: Raw -2389949.907647 + Penalty 4840.483665 = -2385109.423982
  nChanged 78
		SP:Iteration 21Q (1389.280000 sec): 3 clusters
  Score: Raw -2389967.380722 + Penalty 4840.483665 = -2385126.897057
  nChanged 95
		SP:Iteration 22Q (1389.350000 sec): 3 clusters
  Score: Raw -2389988.077485 + Penalty 4840.483665 = -2385147.593820
  nChanged 97
		SP:Iteration 23Q (1389.410000 sec): 3 clusters
  Score: Raw -2390008.539236 + Penalty 4840.483665 = -2385168.055571
  nChanged 91
		SP:Iteration 24Q (1389.480000 sec): 3 clusters
  Score: Raw -2390027.267910 + Penalty 4840.483665 = -2385186.784245
  nChanged 88
		SP:Iteration 25Q (1389.550000 sec): 3 clusters
  Score: Raw -2390044.987131 + Penalty 4840.483665 = -2385204.503465
  nChanged 76
		SP:Iteration 26Q (1389.620000 sec): 3 clusters
  Score: Raw -2390061.133324 + Penalty 4840.483665 = -2385220.649658
  nChanged 88
		SP:Iteration 27Q (1389.680000 sec): 3 clusters
  Score: Raw -2390079.859570 + Penalty 4840.483665 = -2385239.375904
  nChanged 87
		SP:Iteration 28Q (1389.750000 sec): 3 clusters
  Score: Raw -2390095.151377 + Penalty 4840.483665 = -2385254.667712
  nChanged 82
		SP:Iteration 29Q (1389.810000 sec): 3 clusters
  Score: Raw -2390110.289886 + Penalty 4840.483665 = -2385269.806221
  nChanged 72
		SP:Iteration 30Q (1389.880000 sec): 3 clusters
  Score: Raw -2390123.836080 + Penalty 4840.483665 = -2385283.352415
  nChanged 76
		SP:Iteration 31Q (1389.950000 sec): 3 clusters
  Score: Raw -2390138.027748 + Penalty 4840.483665 = -2385297.544083
  nChanged 72
		SP:Iteration 32Q (1390.010000 sec): 3 clusters
  Score: Raw -2390151.769153 + Penalty 4840.483665 = -2385311.285488
  nChanged 62
		SP:Iteration 33Q (1390.090000 sec): 3 clusters
  Score: Raw -2390163.417318 + Penalty 4840.483665 = -2385322.933652
  nChanged 61
		SP:Iteration 34Q (1390.150000 sec): 3 clusters
  Score: Raw -2390174.065060 + Penalty 4840.483665 = -2385333.581394
  nChanged 54
		SP:Iteration 35Q (1390.230000 sec): 3 clusters
  Score: Raw -2390180.810446 + Penalty 4840.483665 = -2385340.326780
  nChanged 41
		SP:Iteration 36Q (1390.300000 sec): 3 clusters
  Score: Raw -2390186.463046 + Penalty 4840.483665 = -2385345.979381
  nChanged 45
		SP:Iteration 37Q (1390.370000 sec): 3 clusters
  Score: Raw -2390193.307073 + Penalty 4840.483665 = -2385352.823408
  nChanged 43
		SP:Iteration 38Q (1390.430000 sec): 3 clusters
  Score: Raw -2390199.143659 + Penalty 4840.483665 = -2385358.659994
  nChanged 38
		SP:Iteration 39Q (1390.500000 sec): 3 clusters
  Score: Raw -2390204.645651 + Penalty 4840.483665 = -2385364.161985
  nChanged 38
		SP:Iteration 40F (1390.570000 sec): 3 clusters
  Score: Raw -2390209.927976 + Penalty 4840.483665 = -2385369.444311
  nChanged 32
		SP:Iteration 41Q (1390.640000 sec): 3 clusters
  Score: Raw -2390213.798028 + Penalty 4840.483665 = -2385373.314362
  nChanged 31
		SP:Iteration 42Q (1390.710000 sec): 3 clusters
  Score: Raw -2390217.504390 + Penalty 4840.483665 = -2385377.020725
  nChanged 37
		SP:Iteration 43Q (1390.780000 sec): 3 clusters
  Score: Raw -2390221.767394 + Penalty 4840.483665 = -2385381.283728
  nChanged 28
		SP:Iteration 44Q (1390.850000 sec): 3 clusters
  Score: Raw -2390225.794094 + Penalty 4840.483665 = -2385385.310429
  nChanged 33
		SP:Iteration 45Q (1390.920000 sec): 3 clusters
  Score: Raw -2390231.741895 + Penalty 4840.483665 = -2385391.258229
  nChanged 42
		SP:Iteration 46Q (1390.990000 sec): 3 clusters
  Score: Raw -2390238.967656 + Penalty 4840.483665 = -2385398.483990
  nChanged 34
		SP:Iteration 47Q (1391.060000 sec): 3 clusters
  Score: Raw -2390243.741206 + Penalty 4840.483665 = -2385403.257541
  nChanged 40
		SP:Iteration 48Q (1391.130000 sec): 3 clusters
  Score: Raw -2390251.082021 + Penalty 4840.483665 = -2385410.598355
  nChanged 41
		SP:Iteration 49Q (1391.190000 sec): 3 clusters
  Score: Raw -2390258.005304 + Penalty 4840.483665 = -2385417.521638
  nChanged 42
		SP:Iteration 50Q (1391.260000 sec): 3 clusters
  Score: Raw -2390264.058748 + Penalty 4840.483665 = -2385423.575082
  nChanged 48
		SP:Iteration 51Q (1391.330000 sec): 3 clusters
  Score: Raw -2390271.460172 + Penalty 4840.483665 = -2385430.976506
  nChanged 40
		SP:Iteration 52Q (1391.390000 sec): 3 clusters
  Score: Raw -2390277.159287 + Penalty 4840.483665 = -2385436.675622
  nChanged 36
		SP:Iteration 53Q (1391.460000 sec): 3 clusters
  Score: Raw -2390282.024977 + Penalty 4840.483665 = -2385441.541311
  nChanged 39
		SP:Iteration 54Q (1391.530000 sec): 3 clusters
  Score: Raw -2390288.106479 + Penalty 4840.483665 = -2385447.622813
  nChanged 37
		SP:Iteration 55Q (1391.600000 sec): 3 clusters
  Score: Raw -2390292.615637 + Penalty 4840.483665 = -2385452.131971
  nChanged 29
		SP:Iteration 56Q (1391.670000 sec): 3 clusters
  Score: Raw -2390296.458454 + Penalty 4840.483665 = -2385455.974789
  nChanged 27
		SP:Iteration 57Q (1391.730000 sec): 3 clusters
  Score: Raw -2390299.665157 + Penalty 4840.483665 = -2385459.181491
  nChanged 22
		SP:Iteration 58Q (1391.800000 sec): 3 clusters
  Score: Raw -2390301.885778 + Penalty 4840.483665 = -2385461.402113
  nChanged 15
		SP:Iteration 59Q (1391.870000 sec): 3 clusters
  Score: Raw -2390303.435826 + Penalty 4840.483665 = -2385462.952161
  nChanged 15
		SP:Iteration 60F (1391.930000 sec): 3 clusters
  Score: Raw -2390305.215109 + Penalty 4840.483665 = -2385464.731444
  nChanged 15
		SP:Iteration 61Q (1392.000000 sec): 3 clusters
  Score: Raw -2390306.878635 + Penalty 4840.483665 = -2385466.394970
  nChanged 21
		SP:Iteration 62Q (1392.070000 sec): 3 clusters
  Score: Raw -2390309.268922 + Penalty 4840.483665 = -2385468.785257
  nChanged 22
		SP:Iteration 63Q (1392.130000 sec): 3 clusters
  Score: Raw -2390312.162755 + Penalty 4840.483665 = -2385471.679090
  nChanged 22
		SP:Iteration 64Q (1392.200000 sec): 3 clusters
  Score: Raw -2390314.183551 + Penalty 4840.483665 = -2385473.699885
  nChanged 20
		SP:Iteration 65Q (1392.270000 sec): 3 clusters
  Score: Raw -2390316.041092 + Penalty 4840.483665 = -2385475.557426
  nChanged 20
		SP:Iteration 66Q (1392.330000 sec): 3 clusters
  Score: Raw -2390317.850510 + Penalty 4840.483665 = -2385477.366845
  nChanged 14
		SP:Iteration 67Q (1392.400000 sec): 3 clusters
  Score: Raw -2390319.308549 + Penalty 4840.483665 = -2385478.824883
  nChanged 15
		SP:Iteration 68Q (1392.470000 sec): 3 clusters
  Score: Raw -2390320.417410 + Penalty 4840.483665 = -2385479.933745
  nChanged 11
		SP:Iteration 69Q (1392.540000 sec): 3 clusters
  Score: Raw -2390321.605445 + Penalty 4840.483665 = -2385481.121780
  nChanged 10
		SP:Iteration 70Q (1392.610000 sec): 3 clusters
  Score: Raw -2390323.021065 + Penalty 4840.483665 = -2385482.537400
  nChanged 15
		SP:Iteration 71Q (1392.670000 sec): 3 clusters
  Score: Raw -2390325.155073 + Penalty 4840.483665 = -2385484.671407
  nChanged 23
		SP:Iteration 72Q (1392.740000 sec): 3 clusters
  Score: Raw -2390328.278873 + Penalty 4840.483665 = -2385487.795208
  nChanged 31
		SP:Iteration 73Q (1392.800000 sec): 3 clusters
  Score: Raw -2390332.665312 + Penalty 4840.483665 = -2385492.181646
  nChanged 44
		SP:Iteration 74Q (1392.870000 sec): 3 clusters
  Score: Raw -2390339.636064 + Penalty 4840.483665 = -2385499.152399
  nChanged 50
		SP:Iteration 75Q (1392.940000 sec): 3 clusters
  Score: Raw -2390347.168771 + Penalty 4840.483665 = -2385506.685105
  nChanged 47
		SP:Iteration 76Q (1393.000000 sec): 3 clusters
  Score: Raw -2390354.380578 + Penalty 4840.483665 = -2385513.896913
  nChanged 55
		SP:Iteration 77Q (1393.070000 sec): 3 clusters
  Score: Raw -2390363.303493 + Penalty 4840.483665 = -2385522.819827
  nChanged 56
		SP:Iteration 78Q (1393.140000 sec): 3 clusters
  Score: Raw -2390371.624402 + Penalty 4840.483665 = -2385531.140737
  nChanged 60
		SP:Iteration 79Q (1393.210000 sec): 3 clusters
  Score: Raw -2390381.670565 + Penalty 4840.483665 = -2385541.186899
  nChanged 60
		SP:Iteration 80F (1393.280000 sec): 3 clusters
  Score: Raw -2390393.434924 + Penalty 4840.483665 = -2385552.951258
  nChanged 86
		SP:Iteration 81Q (1393.340000 sec): 3 clusters
  Score: Raw -2390409.737433 + Penalty 4840.483665 = -2385569.253768
  nChanged 87
		SP:Iteration 82Q (1393.410000 sec): 3 clusters
  Score: Raw -2390426.725481 + Penalty 4840.483665 = -2385586.241815
  nChanged 88
		SP:Iteration 83Q (1393.480000 sec): 3 clusters
  Score: Raw -2390443.368880 + Penalty 4840.483665 = -2385602.885215
  nChanged 64
		SP:Iteration 84Q (1393.540000 sec): 3 clusters
  Score: Raw -2390456.772352 + Penalty 4840.483665 = -2385616.288686
  nChanged 69
		SP:Iteration 85Q (1393.610000 sec): 3 clusters
  Score: Raw -2390470.815352 + Penalty 4840.483665 = -2385630.331686
  nChanged 54
		SP:Iteration 86Q (1393.670000 sec): 3 clusters
  Score: Raw -2390479.655954 + Penalty 4840.483665 = -2385639.172289
  nChanged 47
		SP:Iteration 87Q (1393.740000 sec): 3 clusters
  Score: Raw -2390487.099998 + Penalty 4840.483665 = -2385646.616332
  nChanged 43
		SP:Iteration 88Q (1393.810000 sec): 3 clusters
  Score: Raw -2390494.186141 + Penalty 4840.483665 = -2385653.702475
  nChanged 53
		SP:Iteration 89Q (1393.870000 sec): 3 clusters
  Score: Raw -2390504.598099 + Penalty 4840.483665 = -2385664.114434
  nChanged 50
		SP:Iteration 90Q (1393.940000 sec): 3 clusters
  Score: Raw -2390513.982740 + Penalty 4840.483665 = -2385673.499075
  nChanged 54
		SP:Iteration 91Q (1394.010000 sec): 3 clusters
  Score: Raw -2390525.484477 + Penalty 4840.483665 = -2385685.000812
  nChanged 51
		SP:Iteration 92Q (1394.070000 sec): 3 clusters
  Score: Raw -2390534.222279 + Penalty 4840.483665 = -2385693.738614
  nChanged 48
		SP:Iteration 93Q (1394.140000 sec): 3 clusters
  Score: Raw -2390543.205108 + Penalty 4840.483665 = -2385702.721442
  nChanged 54
		SP:Iteration 94Q (1394.210000 sec): 3 clusters
  Score: Raw -2390551.449945 + Penalty 4840.483665 = -2385710.966279
  nChanged 61
		SP:Iteration 95Q (1394.270000 sec): 3 clusters
  Score: Raw -2390561.201465 + Penalty 4840.483665 = -2385720.717799
  nChanged 54
		SP:Iteration 96Q (1394.330000 sec): 3 clusters
  Score: Raw -2390569.298861 + Penalty 4840.483665 = -2385728.815195
  nChanged 45
		SP:Iteration 97Q (1394.400000 sec): 3 clusters
  Score: Raw -2390575.664925 + Penalty 4840.483665 = -2385735.181259
  nChanged 41
		SP:Iteration 98Q (1394.470000 sec): 3 clusters
  Score: Raw -2390580.794318 + Penalty 4840.483665 = -2385740.310652
  nChanged 39
		SP:Iteration 99Q (1394.530000 sec): 3 clusters
  Score: Raw -2390585.723096 + Penalty 4840.483665 = -2385745.239430
  nChanged 28
		SP:Iteration 100F (1394.600000 sec): 3 clusters
  Score: Raw -2390589.052794 + Penalty 4840.483665 = -2385748.569129
  nChanged 26
		SP:Iteration 101Q (1394.670000 sec): 3 clusters
  Score: Raw -2390593.611184 + Penalty 4840.483665 = -2385753.127519
  nChanged 42
		SP:Iteration 102Q (1394.740000 sec): 3 clusters
  Score: Raw -2390602.121208 + Penalty 4840.483665 = -2385761.637543
  nChanged 53
		SP:Iteration 103Q (1394.800000 sec): 3 clusters
  Score: Raw -2390611.321348 + Penalty 4840.483665 = -2385770.837683
  nChanged 56
		SP:Iteration 104Q (1394.870000 sec): 3 clusters
  Score: Raw -2390620.840683 + Penalty 4840.483665 = -2385780.357017
  nChanged 49
		SP:Iteration 105Q (1394.930000 sec): 3 clusters
  Score: Raw -2390628.126224 + Penalty 4840.483665 = -2385787.642558
  nChanged 41
		SP:Iteration 106Q (1395.000000 sec): 3 clusters
  Score: Raw -2390634.124281 + Penalty 4840.483665 = -2385793.640615
  nChanged 38
		SP:Iteration 107Q (1395.070000 sec): 3 clusters
  Score: Raw -2390639.209285 + Penalty 4840.483665 = -2385798.725619
  nChanged 27
		SP:Iteration 108Q (1395.130000 sec): 3 clusters
  Score: Raw -2390642.473042 + Penalty 4840.483665 = -2385801.989377
  nChanged 22
		SP:Iteration 109Q (1395.200000 sec): 3 clusters
  Score: Raw -2390645.310885 + Penalty 4840.483665 = -2385804.827219
  nChanged 27
		SP:Iteration 110Q (1395.270000 sec): 3 clusters
  Score: Raw -2390648.423845 + Penalty 4840.483665 = -2385807.940179
  nChanged 20
		SP:Iteration 111Q (1395.330000 sec): 3 clusters
  Score: Raw -2390650.485546 + Penalty 4840.483665 = -2385810.001880
  nChanged 14
		SP:Iteration 112Q (1395.390000 sec): 3 clusters
  Score: Raw -2390651.742189 + Penalty 4840.483665 = -2385811.258524
  nChanged 11
		SP:Iteration 113Q (1395.460000 sec): 3 clusters
  Score: Raw -2390652.713884 + Penalty 4840.483665 = -2385812.230218
  nChanged 11
		SP:Iteration 114Q (1395.530000 sec): 3 clusters
  Score: Raw -2390654.022556 + Penalty 4840.483665 = -2385813.538890
  nChanged 9
		SP:Iteration 115Q (1395.590000 sec): 3 clusters
  Score: Raw -2390655.220621 + Penalty 4840.483665 = -2385814.736956
  nChanged 16
		SP:Iteration 116Q (1395.660000 sec): 3 clusters
  Score: Raw -2390657.008570 + Penalty 4840.483665 = -2385816.524904
  nChanged 16
		SP:Iteration 117Q (1395.720000 sec): 3 clusters
  Score: Raw -2390658.693336 + Penalty 4840.483665 = -2385818.209670
  nChanged 23
		SP:Iteration 118Q (1395.790000 sec): 3 clusters
  Score: Raw -2390661.710459 + Penalty 4840.483665 = -2385821.226794
  nChanged 37
		SP:Iteration 119Q (1395.850000 sec): 3 clusters
  Score: Raw -2390668.725975 + Penalty 4840.483665 = -2385828.242310
  nChanged 45
		SP:Iteration 120F (1395.920000 sec): 3 clusters
  Score: Raw -2390676.230059 + Penalty 4840.483665 = -2385835.746393
  nChanged 41
		SP:Iteration 121Q (1395.990000 sec): 3 clusters
  Score: Raw -2390682.606235 + Penalty 4840.483665 = -2385842.122569
  nChanged 38
		SP:Iteration 122Q (1396.050000 sec): 3 clusters
  Score: Raw -2390689.076736 + Penalty 4840.483665 = -2385848.593070
  nChanged 51
		SP:Iteration 123Q (1396.120000 sec): 3 clusters
  Score: Raw -2390698.347392 + Penalty 4840.483665 = -2385857.863727
  nChanged 45
		SP:Iteration 124Q (1396.190000 sec): 3 clusters
  Score: Raw -2390707.547016 + Penalty 4840.483665 = -2385867.063351
  nChanged 55
		SP:Iteration 125Q (1396.250000 sec): 3 clusters
  Score: Raw -2390716.555542 + Penalty 4840.483665 = -2385876.071877
  nChanged 50
		SP:Iteration 126Q (1396.310000 sec): 3 clusters
  Score: Raw -2390723.517900 + Penalty 4840.483665 = -2385883.034235
  nChanged 39
		SP:Iteration 127Q (1396.380000 sec): 3 clusters
  Score: Raw -2390728.809282 + Penalty 4840.483665 = -2385888.325616
  nChanged 33
		SP:Iteration 128Q (1396.450000 sec): 3 clusters
  Score: Raw -2390732.266559 + Penalty 4840.483665 = -2385891.782894
  nChanged 22
		SP:Iteration 129Q (1396.510000 sec): 3 clusters
  Score: Raw -2390734.678350 + Penalty 4840.483665 = -2385894.194684
  nChanged 13
		SP:Iteration 130Q (1396.580000 sec): 3 clusters
  Score: Raw -2390736.389783 + Penalty 4840.483665 = -2385895.906117
  nChanged 15
		SP:Iteration 131Q (1396.650000 sec): 3 clusters
  Score: Raw -2390738.113757 + Penalty 4840.483665 = -2385897.630091
  nChanged 12
		SP:Iteration 132Q (1396.710000 sec): 3 clusters
  Score: Raw -2390739.061354 + Penalty 4840.483665 = -2385898.577689
  nChanged 8
		SP:Iteration 133Q (1396.770000 sec): 3 clusters
  Score: Raw -2390739.995961 + Penalty 4840.483665 = -2385899.512296
  nChanged 8
		SP:Iteration 134Q (1396.840000 sec): 3 clusters
  Score: Raw -2390740.620301 + Penalty 4840.483665 = -2385900.136635
  nChanged 6
		SP:Iteration 135Q (1396.910000 sec): 3 clusters
  Score: Raw -2390741.212557 + Penalty 4840.483665 = -2385900.728892
  nChanged 7
		SP:Iteration 136Q (1396.970000 sec): 3 clusters
  Score: Raw -2390741.747810 + Penalty 4840.483665 = -2385901.264144
  nChanged 3
		SP:Iteration 137Q (1397.030000 sec): 3 clusters
  Score: Raw -2390742.003525 + Penalty 4840.483665 = -2385901.519860
  nChanged 3
		SP:Iteration 138Q (1397.100000 sec): 3 clusters
  Score: Raw -2390742.259683 + Penalty 4840.483665 = -2385901.776018
  nChanged 2
		SP:Iteration 139Q (1397.170000 sec): 3 clusters
  Score: Raw -2390742.491834 + Penalty 4840.483665 = -2385902.008169
  nChanged 3
		SP:Iteration 140F (1397.240000 sec): 3 clusters
  Score: Raw -2390742.620840 + Penalty 4840.483665 = -2385902.137174
  nChanged 3
		SP:Iteration 141Q (1397.310000 sec): 3 clusters
  Score: Raw -2390742.936268 + Penalty 4840.483665 = -2385902.452603
  nChanged 7
		SP:Iteration 142Q (1397.380000 sec): 3 clusters
  Score: Raw -2390743.506837 + Penalty 4840.483665 = -2385903.023172
  nChanged 4
		SP:Iteration 143Q (1397.450000 sec): 3 clusters
  Score: Raw -2390743.816186 + Penalty 4840.483665 = -2385903.332521
  nChanged 7
		SP:Iteration 144Q (1397.510000 sec): 3 clusters
  Score: Raw -2390744.387031 + Penalty 4840.483665 = -2385903.903365
  nChanged 3
		SP:Iteration 145Q (1397.580000 sec): 3 clusters
  Score: Raw -2390744.594856 + Penalty 4840.483665 = -2385904.111191
  nChanged 4
		SP:Iteration 146Q (1397.650000 sec): 3 clusters
  Score: Raw -2390744.893778 + Penalty 4840.483665 = -2385904.410113
  nChanged 1
		SP:Iteration 147Q (1397.720000 sec): 3 clusters
  Score: Raw -2390744.962562 + Penalty 4840.483665 = -2385904.478897
  nChanged 3
		SP:Iteration 148Q (1397.780000 sec): 3 clusters
  Score: Raw -2390745.234666 + Penalty 4840.483665 = -2385904.751000
  nChanged 2
		SP:Iteration 149Q (1397.850000 sec): 3 clusters
  Score: Raw -2390745.464360 + Penalty 4840.483665 = -2385904.980694
  nChanged 1
		SP:Iteration 150Q (1397.920000 sec): 3 clusters
  Score: Raw -2390745.569044 + Penalty 4840.483665 = -2385905.085378
  nChanged 2
		SP:Iteration 151Q (1397.990000 sec): 3 clusters
  Score: Raw -2390745.689544 + Penalty 4840.483665 = -2385905.205879
  nChanged 2
		SP:Iteration 152Q (1398.050000 sec): 3 clusters
  Score: Raw -2390745.784966 + Penalty 4840.483665 = -2385905.301301
  nChanged 0
		SP:Iteration 153F (1398.130000 sec): 3 clusters
  Score: Raw -2390745.784966 + Penalty 4840.483665 = -2385905.301301
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1398.160000 sec): 2 clusters
  Score: Raw -1069811.055681 + Penalty 2205.844218 = -1067605.211463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1398.190000 sec): 3 clusters
  Score: Raw -1066013.165850 + Penalty 4411.688435 = -1061601.477414
  nChanged 2971
		SP:Iteration 1F (1398.220000 sec): 3 clusters
  Score: Raw -1067635.668238 + Penalty 4411.688435 = -1063223.979802
  nChanged 527
		SP:Iteration 2F (1398.250000 sec): 3 clusters
  Score: Raw -1067921.261537 + Penalty 4411.688435 = -1063509.573102
  nChanged 416
		SP:Iteration 3F (1398.270000 sec): 3 clusters
  Score: Raw -1068174.624943 + Penalty 4411.688435 = -1063762.936507
  nChanged 388
		SP:Iteration 4F (1398.310000 sec): 3 clusters
  Score: Raw -1068416.927161 + Penalty 4411.688435 = -1064005.238726
  nChanged 347
		SP:Iteration 5Q (1398.330000 sec): 3 clusters
  Score: Raw -1068647.877843 + Penalty 4411.688435 = -1064236.189408
  nChanged 339
		SP:Iteration 6Q (1398.370000 sec): 3 clusters
  Score: Raw -1068863.029773 + Penalty 4411.688435 = -1064451.341338
  nChanged 316
		SP:Iteration 7Q (1398.390000 sec): 3 clusters
  Score: Raw -1069052.208821 + Penalty 4411.688435 = -1064640.520386
  nChanged 267
		SP:Iteration 8Q (1398.420000 sec): 3 clusters
  Score: Raw -1069186.226203 + Penalty 4411.688435 = -1064774.537767
  nChanged 192
		SP:Iteration 9Q (1398.450000 sec): 3 clusters
  Score: Raw -1069273.446119 + Penalty 4411.688435 = -1064861.757683
  nChanged 174
		SP:Iteration 10Q (1398.480000 sec): 3 clusters
  Score: Raw -1069356.823869 + Penalty 4411.688435 = -1064945.135434
  nChanged 148
		SP:Iteration 11Q (1398.510000 sec): 3 clusters
  Score: Raw -1069424.154231 + Penalty 4411.688435 = -1065012.465796
  nChanged 107
		SP:Iteration 12Q (1398.540000 sec): 3 clusters
  Score: Raw -1069472.792632 + Penalty 4411.688435 = -1065061.104197
  nChanged 105
		SP:Iteration 13Q (1398.570000 sec): 3 clusters
  Score: Raw -1069524.620020 + Penalty 4411.688435 = -1065112.931585
  nChanged 94
		SP:Iteration 14Q (1398.600000 sec): 3 clusters
  Score: Raw -1069572.626107 + Penalty 4411.688435 = -1065160.937672
  nChanged 91
		SP:Iteration 15Q (1398.630000 sec): 3 clusters
  Score: Raw -1069614.516290 + Penalty 4411.688435 = -1065202.827855
  nChanged 70
		SP:Iteration 16Q (1398.660000 sec): 3 clusters
  Score: Raw -1069649.288088 + Penalty 4411.688435 = -1065237.599653
  nChanged 73
		SP:Iteration 17Q (1398.690000 sec): 3 clusters
  Score: Raw -1069687.000236 + Penalty 4411.688435 = -1065275.311801
  nChanged 79
		SP:Iteration 18Q (1398.710000 sec): 3 clusters
  Score: Raw -1069725.663951 + Penalty 4411.688435 = -1065313.975516
  nChanged 74
		SP:Iteration 19Q (1398.740000 sec): 3 clusters
  Score: Raw -1069766.414823 + Penalty 4411.688435 = -1065354.726388
  nChanged 76
		SP:Iteration 20F (1398.770000 sec): 3 clusters
  Score: Raw -1069801.787449 + Penalty 4411.688435 = -1065390.099014
  nChanged 59
		SP:Iteration 21Q (1398.800000 sec): 3 clusters
  Score: Raw -1069834.189748 + Penalty 4411.688435 = -1065422.501312
  nChanged 63
		SP:Iteration 22Q (1398.830000 sec): 3 clusters
  Score: Raw -1069870.757042 + Penalty 4411.688435 = -1065459.068606
  nChanged 55
		SP:Iteration 23Q (1398.850000 sec): 3 clusters
  Score: Raw -1069902.938228 + Penalty 4411.688435 = -1065491.249793
  nChanged 53
		SP:Iteration 24Q (1398.880000 sec): 3 clusters
  Score: Raw -1069935.439916 + Penalty 4411.688435 = -1065523.751480
  nChanged 55
		SP:Iteration 25Q (1398.910000 sec): 3 clusters
  Score: Raw -1069974.632091 + Penalty 4411.688435 = -1065562.943656
  nChanged 56
		SP:Iteration 26Q (1398.930000 sec): 3 clusters
  Score: Raw -1070021.470363 + Penalty 4411.688435 = -1065609.781927
  nChanged 62
		SP:Iteration 27Q (1398.960000 sec): 3 clusters
  Score: Raw -1070087.691772 + Penalty 4411.688435 = -1065676.003336
  nChanged 60
		SP:Iteration 28Q (1398.990000 sec): 3 clusters
  Score: Raw -1070132.414826 + Penalty 4411.688435 = -1065720.726391
  nChanged 55
		SP:Iteration 29Q (1399.010000 sec): 3 clusters
  Score: Raw -1070171.389786 + Penalty 4411.688435 = -1065759.701351
  nChanged 41
		SP:Iteration 30Q (1399.040000 sec): 3 clusters
  Score: Raw -1070194.522452 + Penalty 4411.688435 = -1065782.834017
  nChanged 35
		SP:Iteration 31Q (1399.060000 sec): 3 clusters
  Score: Raw -1070220.137484 + Penalty 4411.688435 = -1065808.449049
  nChanged 26
		SP:Iteration 32Q (1399.090000 sec): 3 clusters
  Score: Raw -1070237.309538 + Penalty 4411.688435 = -1065825.621103
  nChanged 22
		SP:Iteration 33Q (1399.110000 sec): 3 clusters
  Score: Raw -1070249.622369 + Penalty 4411.688435 = -1065837.933934
  nChanged 25
		SP:Iteration 34Q (1399.130000 sec): 3 clusters
  Score: Raw -1070264.627783 + Penalty 4411.688435 = -1065852.939348
  nChanged 15
		SP:Iteration 35Q (1399.160000 sec): 3 clusters
  Score: Raw -1070274.489048 + Penalty 4411.688435 = -1065862.800612
  nChanged 21
		SP:Iteration 36Q (1399.180000 sec): 3 clusters
  Score: Raw -1070289.354758 + Penalty 4411.688435 = -1065877.666322
  nChanged 14
		SP:Iteration 37Q (1399.210000 sec): 3 clusters
  Score: Raw -1070295.756439 + Penalty 4411.688435 = -1065884.068004
  nChanged 12
		SP:Iteration 38Q (1399.230000 sec): 3 clusters
  Score: Raw -1070301.206926 + Penalty 4411.688435 = -1065889.518491
  nChanged 14
		SP:Iteration 39Q (1399.250000 sec): 3 clusters
  Score: Raw -1070306.614211 + Penalty 4411.688435 = -1065894.925775
  nChanged 12
		SP:Iteration 40F (1399.280000 sec): 3 clusters
  Score: Raw -1070310.999791 + Penalty 4411.688435 = -1065899.311356
  nChanged 6
		SP:Iteration 41Q (1399.310000 sec): 3 clusters
  Score: Raw -1070314.035361 + Penalty 4411.688435 = -1065902.346925
  nChanged 9
		SP:Iteration 42Q (1399.330000 sec): 3 clusters
  Score: Raw -1070319.100690 + Penalty 4411.688435 = -1065907.412254
  nChanged 11
		SP:Iteration 43Q (1399.350000 sec): 3 clusters
  Score: Raw -1070324.107993 + Penalty 4411.688435 = -1065912.419558
  nChanged 7
		SP:Iteration 44Q (1399.380000 sec): 3 clusters
  Score: Raw -1070328.568632 + Penalty 4411.688435 = -1065916.880196
  nChanged 6
		SP:Iteration 45Q (1399.400000 sec): 3 clusters
  Score: Raw -1070332.856731 + Penalty 4411.688435 = -1065921.168295
  nChanged 11
		SP:Iteration 46Q (1399.430000 sec): 3 clusters
  Score: Raw -1070340.854692 + Penalty 4411.688435 = -1065929.166257
  nChanged 17
		SP:Iteration 47Q (1399.450000 sec): 3 clusters
  Score: Raw -1070351.140235 + Penalty 4411.688435 = -1065939.451800
  nChanged 18
		SP:Iteration 48Q (1399.470000 sec): 3 clusters
  Score: Raw -1070358.707690 + Penalty 4411.688435 = -1065947.019255
  nChanged 9
		SP:Iteration 49Q (1399.500000 sec): 3 clusters
  Score: Raw -1070364.017563 + Penalty 4411.688435 = -1065952.329127
  nChanged 8
		SP:Iteration 50Q (1399.520000 sec): 3 clusters
  Score: Raw -1070368.227487 + Penalty 4411.688435 = -1065956.539052
  nChanged 8
		SP:Iteration 51Q (1399.540000 sec): 3 clusters
  Score: Raw -1070372.173405 + Penalty 4411.688435 = -1065960.484969
  nChanged 5
		SP:Iteration 52Q (1399.570000 sec): 3 clusters
  Score: Raw -1070374.169181 + Penalty 4411.688435 = -1065962.480745
  nChanged 3
		SP:Iteration 53Q (1399.590000 sec): 3 clusters
  Score: Raw -1070375.278623 + Penalty 4411.688435 = -1065963.590188
  nChanged 3
		SP:Iteration 54Q (1399.610000 sec): 3 clusters
  Score: Raw -1070376.795834 + Penalty 4411.688435 = -1065965.107399
  nChanged 4
		SP:Iteration 55Q (1399.640000 sec): 3 clusters
  Score: Raw -1070378.662887 + Penalty 4411.688435 = -1065966.974451
  nChanged 6
		SP:Iteration 56Q (1399.660000 sec): 3 clusters
  Score: Raw -1070382.030517 + Penalty 4411.688435 = -1065970.342081
  nChanged 5
		SP:Iteration 57Q (1399.680000 sec): 3 clusters
  Score: Raw -1070384.314597 + Penalty 4411.688435 = -1065972.626162
  nChanged 5
		SP:Iteration 58Q (1399.710000 sec): 3 clusters
  Score: Raw -1070386.288859 + Penalty 4411.688435 = -1065974.600423
  nChanged 2
		SP:Iteration 59Q (1399.730000 sec): 3 clusters
  Score: Raw -1070387.576103 + Penalty 4411.688435 = -1065975.887667
  nChanged 4
		SP:Iteration 60F (1399.760000 sec): 3 clusters
  Score: Raw -1070388.883792 + Penalty 4411.688435 = -1065977.195357
  nChanged 2
		SP:Iteration 61Q (1399.780000 sec): 3 clusters
  Score: Raw -1070389.738426 + Penalty 4411.688435 = -1065978.049990
  nChanged 0
		SP:Iteration 62F (1399.810000 sec): 3 clusters
  Score: Raw -1070389.738426 + Penalty 4411.688435 = -1065978.049990
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (114663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1400.220000 sec): 2 clusters
  Score: Raw -17118507.355092 + Penalty 2889.138662 = -17115618.216430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1400.680000 sec): 3 clusters
  Score: Raw -17044602.106327 + Penalty 5778.277325 = -17038823.829002
  nChanged 54488
		SP:Iteration 1F (1401.130000 sec): 3 clusters
  Score: Raw -17075767.150182 + Penalty 5778.277325 = -17069988.872858
  nChanged 3489
		SP:Iteration 2Q (1401.590000 sec): 3 clusters
  Score: Raw -17076640.540603 + Penalty 5778.277325 = -17070862.263278
  nChanged 3861
		SP:Iteration 3Q (1402.050000 sec): 3 clusters
  Score: Raw -17078075.021595 + Penalty 5778.277325 = -17072296.744270
  nChanged 5047
		SP:Iteration 4Q (1402.520000 sec): 3 clusters
  Score: Raw -17080943.526094 + Penalty 5778.277325 = -17075165.248769
  nChanged 6847
		SP:Iteration 5F (1402.980000 sec): 3 clusters
  Score: Raw -17086112.586224 + Penalty 5778.277325 = -17080334.308900
  nChanged 8752
		SP:Iteration 6F (1403.430000 sec): 3 clusters
  Score: Raw -17093191.280684 + Penalty 5778.277325 = -17087413.003359
  nChanged 9301
		SP:Iteration 7F (1403.880000 sec): 3 clusters
  Score: Raw -17100161.462742 + Penalty 5778.277325 = -17094383.185418
  nChanged 8189
		SP:Iteration 8F (1404.330000 sec): 3 clusters
  Score: Raw -17105369.600975 + Penalty 5778.277325 = -17099591.323651
  nChanged 6347
		SP:Iteration 9F (1404.800000 sec): 3 clusters
  Score: Raw -17108615.194197 + Penalty 5778.277325 = -17102836.916872
  nChanged 4670
		SP:Iteration 10Q (1405.270000 sec): 3 clusters
  Score: Raw -17110836.283182 + Penalty 5778.277325 = -17105058.005858
  nChanged 3856
		SP:Iteration 11Q (1405.730000 sec): 3 clusters
  Score: Raw -17112629.279441 + Penalty 5778.277325 = -17106851.002116
  nChanged 3474
		SP:Iteration 12Q (1406.170000 sec): 3 clusters
  Score: Raw -17114089.796124 + Penalty 5778.277325 = -17108311.518799
  nChanged 3163
		SP:Iteration 13Q (1406.620000 sec): 3 clusters
  Score: Raw -17115291.143718 + Penalty 5778.277325 = -17109512.866394
  nChanged 2991
		SP:Iteration 14Q (1407.060000 sec): 3 clusters
  Score: Raw -17116370.013461 + Penalty 5778.277325 = -17110591.736136
  nChanged 2659
		SP:Iteration 15Q (1407.490000 sec): 3 clusters
  Score: Raw -17117226.232472 + Penalty 5778.277325 = -17111447.955148
  nChanged 2416
		SP:Iteration 16Q (1407.930000 sec): 3 clusters
  Score: Raw -17117942.529289 + Penalty 5778.277325 = -17112164.251964
  nChanged 2177
		SP:Iteration 17Q (1408.350000 sec): 3 clusters
  Score: Raw -17118519.106902 + Penalty 5778.277325 = -17112740.829577
  nChanged 1905
		SP:Iteration 18Q (1408.770000 sec): 3 clusters
  Score: Raw -17118994.089170 + Penalty 5778.277325 = -17113215.811846
  nChanged 1704
		SP:Iteration 19Q (1409.190000 sec): 3 clusters
  Score: Raw -17119383.970015 + Penalty 5778.277325 = -17113605.692690
  nChanged 1481
		SP:Iteration 20F (1409.650000 sec): 3 clusters
  Score: Raw -17119681.837907 + Penalty 5778.277325 = -17113903.560583
  nChanged 1279
		SP:Iteration 21Q (1410.070000 sec): 3 clusters
  Score: Raw -17119916.029583 + Penalty 5778.277325 = -17114137.752258
  nChanged 1100
		SP:Iteration 22Q (1410.480000 sec): 3 clusters
  Score: Raw -17120104.762380 + Penalty 5778.277325 = -17114326.485055
  nChanged 986
		SP:Iteration 23Q (1410.890000 sec): 3 clusters
  Score: Raw -17120256.948918 + Penalty 5778.277325 = -17114478.671594
  nChanged 872
		SP:Iteration 24Q (1411.300000 sec): 3 clusters
  Score: Raw -17120389.771128 + Penalty 5778.277325 = -17114611.493804
  nChanged 803
		SP:Iteration 25Q (1411.700000 sec): 3 clusters
  Score: Raw -17120510.461969 + Penalty 5778.277325 = -17114732.184644
  nChanged 766
		SP:Iteration 26Q (1412.110000 sec): 3 clusters
  Score: Raw -17120623.014010 + Penalty 5778.277325 = -17114844.736685
  nChanged 666
		SP:Iteration 27Q (1412.530000 sec): 3 clusters
  Score: Raw -17120714.739840 + Penalty 5778.277325 = -17114936.462515
  nChanged 591
		SP:Iteration 28Q (1412.940000 sec): 3 clusters
  Score: Raw -17120789.717265 + Penalty 5778.277325 = -17115011.439941
  nChanged 551
		SP:Iteration 29Q (1413.340000 sec): 3 clusters
  Score: Raw -17120858.355031 + Penalty 5778.277325 = -17115080.077707
  nChanged 538
		SP:Iteration 30Q (1413.740000 sec): 3 clusters
  Score: Raw -17120924.762814 + Penalty 5778.277325 = -17115146.485489
  nChanged 512
		SP:Iteration 31Q (1414.130000 sec): 3 clusters
  Score: Raw -17120985.881841 + Penalty 5778.277325 = -17115207.604517
  nChanged 463
		SP:Iteration 32Q (1414.530000 sec): 3 clusters
  Score: Raw -17121035.855414 + Penalty 5778.277325 = -17115257.578090
  nChanged 371
		SP:Iteration 33Q (1414.920000 sec): 3 clusters
  Score: Raw -17121071.803879 + Penalty 5778.277325 = -17115293.526555
  nChanged 371
		SP:Iteration 34Q (1415.290000 sec): 3 clusters
  Score: Raw -17121110.016766 + Penalty 5778.277325 = -17115331.739441
  nChanged 396
		SP:Iteration 35Q (1415.660000 sec): 3 clusters
  Score: Raw -17121149.897544 + Penalty 5778.277325 = -17115371.620219
  nChanged 376
		SP:Iteration 36Q (1416.030000 sec): 3 clusters
  Score: Raw -17121185.340100 + Penalty 5778.277325 = -17115407.062775
  nChanged 323
		SP:Iteration 37Q (1416.400000 sec): 3 clusters
  Score: Raw -17121212.990342 + Penalty 5778.277325 = -17115434.713018
  nChanged 279
		SP:Iteration 38Q (1416.780000 sec): 3 clusters
  Score: Raw -17121234.978962 + Penalty 5778.277325 = -17115456.701637
  nChanged 268
		SP:Iteration 39Q (1417.140000 sec): 3 clusters
  Score: Raw -17121255.164318 + Penalty 5778.277325 = -17115476.886994
  nChanged 250
		SP:Iteration 40F (1417.570000 sec): 3 clusters
  Score: Raw -17121273.877165 + Penalty 5778.277325 = -17115495.599841
  nChanged 234
		SP:Iteration 41Q (1417.940000 sec): 3 clusters
  Score: Raw -17121291.172697 + Penalty 5778.277325 = -17115512.895372
  nChanged 190
		SP:Iteration 42Q (1418.310000 sec): 3 clusters
  Score: Raw -17121303.220723 + Penalty 5778.277325 = -17115524.943398
  nChanged 171
		SP:Iteration 43Q (1418.680000 sec): 3 clusters
  Score: Raw -17121313.880513 + Penalty 5778.277325 = -17115535.603188
  nChanged 171
		SP:Iteration 44Q (1419.040000 sec): 3 clusters
  Score: Raw -17121324.609908 + Penalty 5778.277325 = -17115546.332584
  nChanged 156
		SP:Iteration 45Q (1419.400000 sec): 3 clusters
  Score: Raw -17121333.081222 + Penalty 5778.277325 = -17115554.803898
  nChanged 130
		SP:Iteration 46Q (1419.770000 sec): 3 clusters
  Score: Raw -17121339.641746 + Penalty 5778.277325 = -17115561.364422
  nChanged 115
		SP:Iteration 47Q (1420.130000 sec): 3 clusters
  Score: Raw -17121347.288161 + Penalty 5778.277325 = -17115569.010836
  nChanged 135
		SP:Iteration 48Q (1420.500000 sec): 3 clusters
  Score: Raw -17121355.631877 + Penalty 5778.277325 = -17115577.354552
  nChanged 129
		SP:Iteration 49Q (1420.860000 sec): 3 clusters
  Score: Raw -17121363.084651 + Penalty 5778.277325 = -17115584.807327
  nChanged 132
		SP:Iteration 50Q (1421.230000 sec): 3 clusters
  Score: Raw -17121371.119482 + Penalty 5778.277325 = -17115592.842157
  nChanged 119
		SP:Iteration 51Q (1421.590000 sec): 3 clusters
  Score: Raw -17121378.598283 + Penalty 5778.277325 = -17115600.320958
  nChanged 122
		SP:Iteration 52Q (1421.960000 sec): 3 clusters
  Score: Raw -17121385.529663 + Penalty 5778.277325 = -17115607.252339
  nChanged 105
		SP:Iteration 53Q (1422.320000 sec): 3 clusters
  Score: Raw -17121391.559976 + Penalty 5778.277325 = -17115613.282652
  nChanged 81
		SP:Iteration 54Q (1422.680000 sec): 3 clusters
  Score: Raw -17121396.380420 + Penalty 5778.277325 = -17115618.103095
  nChanged 82
		SP:Iteration 55Q (1423.040000 sec): 3 clusters
  Score: Raw -17121400.895815 + Penalty 5778.277325 = -17115622.618490
  nChanged 82
		SP:Iteration 56Q (1423.410000 sec): 3 clusters
  Score: Raw -17121404.904111 + Penalty 5778.277325 = -17115626.626786
  nChanged 70
		SP:Iteration 57Q (1423.770000 sec): 3 clusters
  Score: Raw -17121407.744750 + Penalty 5778.277325 = -17115629.467426
  nChanged 64
		SP:Iteration 58Q (1424.140000 sec): 3 clusters
  Score: Raw -17121410.686414 + Penalty 5778.277325 = -17115632.409089
  nChanged 58
		SP:Iteration 59Q (1424.500000 sec): 3 clusters
  Score: Raw -17121413.674842 + Penalty 5778.277325 = -17115635.397517
  nChanged 63
		SP:Iteration 60F (1424.930000 sec): 3 clusters
  Score: Raw -17121417.307594 + Penalty 5778.277325 = -17115639.030269
  nChanged 63
		SP:Iteration 61Q (1425.290000 sec): 3 clusters
  Score: Raw -17121420.809458 + Penalty 5778.277325 = -17115642.532133
  nChanged 67
		SP:Iteration 62Q (1425.650000 sec): 3 clusters
  Score: Raw -17121424.545507 + Penalty 5778.277325 = -17115646.268183
  nChanged 59
		SP:Iteration 63Q (1426.020000 sec): 3 clusters
  Score: Raw -17121427.542469 + Penalty 5778.277325 = -17115649.265144
  nChanged 50
		SP:Iteration 64Q (1426.380000 sec): 3 clusters
  Score: Raw -17121430.191868 + Penalty 5778.277325 = -17115651.914543
  nChanged 56
		SP:Iteration 65Q (1426.740000 sec): 3 clusters
  Score: Raw -17121432.852649 + Penalty 5778.277325 = -17115654.575324
  nChanged 65
		SP:Iteration 66Q (1427.100000 sec): 3 clusters
  Score: Raw -17121436.140022 + Penalty 5778.277325 = -17115657.862697
  nChanged 55
		SP:Iteration 67Q (1427.500000 sec): 3 clusters
  Score: Raw -17121439.071068 + Penalty 5778.277325 = -17115660.793744
  nChanged 60
		SP:Iteration 68Q (1427.890000 sec): 3 clusters
  Score: Raw -17121442.316846 + Penalty 5778.277325 = -17115664.039521
  nChanged 66
		SP:Iteration 69Q (1428.280000 sec): 3 clusters
  Score: Raw -17121445.707181 + Penalty 5778.277325 = -17115667.429856
  nChanged 57
		SP:Iteration 70Q (1428.660000 sec): 3 clusters
  Score: Raw -17121448.287208 + Penalty 5778.277325 = -17115670.009883
  nChanged 49
		SP:Iteration 71Q (1429.050000 sec): 3 clusters
  Score: Raw -17121450.498311 + Penalty 5778.277325 = -17115672.220986
  nChanged 45
		SP:Iteration 72Q (1429.440000 sec): 3 clusters
  Score: Raw -17121452.217879 + Penalty 5778.277325 = -17115673.940554
  nChanged 30
		SP:Iteration 73Q (1429.830000 sec): 3 clusters
  Score: Raw -17121453.263918 + Penalty 5778.277325 = -17115674.986593
  nChanged 17
		SP:Iteration 74Q (1430.220000 sec): 3 clusters
  Score: Raw -17121453.854281 + Penalty 5778.277325 = -17115675.576956
  nChanged 15
		SP:Iteration 75Q (1430.600000 sec): 3 clusters
  Score: Raw -17121454.371641 + Penalty 5778.277325 = -17115676.094316
  nChanged 17
		SP:Iteration 76Q (1431.000000 sec): 3 clusters
  Score: Raw -17121454.929969 + Penalty 5778.277325 = -17115676.652644
  nChanged 13
		SP:Iteration 77Q (1431.390000 sec): 3 clusters
  Score: Raw -17121455.415715 + Penalty 5778.277325 = -17115677.138390
  nChanged 16
		SP:Iteration 78Q (1431.770000 sec): 3 clusters
  Score: Raw -17121455.968497 + Penalty 5778.277325 = -17115677.691172
  nChanged 10
		SP:Iteration 79Q (1432.150000 sec): 3 clusters
  Score: Raw -17121456.255331 + Penalty 5778.277325 = -17115677.978007
  nChanged 12
		SP:Iteration 80F (1432.610000 sec): 3 clusters
  Score: Raw -17121456.604990 + Penalty 5778.277325 = -17115678.327665
  nChanged 6
		SP:Iteration 81Q (1432.990000 sec): 3 clusters
  Score: Raw -17121456.750669 + Penalty 5778.277325 = -17115678.473345
  nChanged 8
		SP:Iteration 82Q (1433.350000 sec): 3 clusters
  Score: Raw -17121457.038502 + Penalty 5778.277325 = -17115678.761178
  nChanged 10
		SP:Iteration 83Q (1433.700000 sec): 3 clusters
  Score: Raw -17121457.332722 + Penalty 5778.277325 = -17115679.055397
  nChanged 9
		SP:Iteration 84Q (1434.060000 sec): 3 clusters
  Score: Raw -17121457.616549 + Penalty 5778.277325 = -17115679.339225
  nChanged 5
		SP:Iteration 85Q (1434.420000 sec): 3 clusters
  Score: Raw -17121457.745839 + Penalty 5778.277325 = -17115679.468514
  nChanged 3
		SP:Iteration 86Q (1434.780000 sec): 3 clusters
  Score: Raw -17121457.817780 + Penalty 5778.277325 = -17115679.540455
  nChanged 5
		SP:Iteration 87Q (1435.140000 sec): 3 clusters
  Score: Raw -17121457.911559 + Penalty 5778.277325 = -17115679.634235
  nChanged 3
		SP:Iteration 88Q (1435.500000 sec): 3 clusters
  Score: Raw -17121457.993297 + Penalty 5778.277325 = -17115679.715973
  nChanged 4
		SP:Iteration 89Q (1435.870000 sec): 3 clusters
  Score: Raw -17121458.123015 + Penalty 5778.277325 = -17115679.845690
  nChanged 2
		SP:Iteration 90Q (1436.260000 sec): 3 clusters
  Score: Raw -17121458.182298 + Penalty 5778.277325 = -17115679.904973
  nChanged 2
		SP:Iteration 91Q (1436.650000 sec): 3 clusters
  Score: Raw -17121458.217123 + Penalty 5778.277325 = -17115679.939799
  nChanged 2
		SP:Iteration 92Q (1437.040000 sec): 3 clusters
  Score: Raw -17121458.244876 + Penalty 5778.277325 = -17115679.967552
  nChanged 2
		SP:Iteration 93Q (1437.420000 sec): 3 clusters
  Score: Raw -17121458.308843 + Penalty 5778.277325 = -17115680.031518
  nChanged 4
		SP:Iteration 94Q (1437.810000 sec): 3 clusters
  Score: Raw -17121458.407222 + Penalty 5778.277325 = -17115680.129897
  nChanged 0
		SP:Iteration 95F (1438.280000 sec): 3 clusters
  Score: Raw -17121458.407222 + Penalty 5778.277325 = -17115680.129897
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 30.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1438.330000 sec): 2 clusters
  Score: Raw -50292.930454 + Penalty 1520.004452 = -48772.926002
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1438.330000 sec): 3 clusters
  Score: Raw -50672.929926 + Penalty 3040.008904 = -47632.921022
  nChanged 127
		SP:Iteration 1F (1438.330000 sec): 3 clusters
  Score: Raw -51278.074469 + Penalty 3040.008904 = -48238.065565
  nChanged 66
		SP:Iteration 2F (1438.340000 sec): 3 clusters
  Score: Raw -51917.642844 + Penalty 3040.008904 = -48877.633939
  nChanged 24
		SP:Iteration 3F (1438.340000 sec): 3 clusters
  Score: Raw -52251.642886 + Penalty 3040.008904 = -49211.633982
  nChanged 21
		SP:Iteration 4Q (1438.340000 sec): 3 clusters
  Score: Raw -52407.297062 + Penalty 3040.008904 = -49367.288158
  nChanged 8
		SP:Iteration 5Q (1438.340000 sec): 3 clusters
  Score: Raw -52475.336299 + Penalty 3040.008904 = -49435.327395
  nChanged 2
		SP:Iteration 6Q (1438.340000 sec): 3 clusters
  Score: Raw -52490.649350 + Penalty 3040.008904 = -49450.640446
  nChanged 3
		SP:Iteration 7Q (1438.340000 sec): 3 clusters
  Score: Raw -52517.125413 + Penalty 3040.008904 = -49477.116508
  nChanged 2
		SP:Iteration 8Q (1438.340000 sec): 3 clusters
  Score: Raw -52525.957374 + Penalty 3040.008904 = -49485.948470
  nChanged 1
		SP:Iteration 9Q (1438.340000 sec): 3 clusters
  Score: Raw -52529.723098 + Penalty 3040.008904 = -49489.714194
  nChanged 0
		SP:Iteration 10F (1438.350000 sec): 3 clusters
  Score: Raw -52541.156438 + Penalty 3040.008904 = -49501.147534
  nChanged 2
		SP:Iteration 11Q (1438.350000 sec): 3 clusters
  Score: Raw -52589.719098 + Penalty 3040.008904 = -49549.710194
  nChanged 3
		SP:Iteration 12Q (1438.350000 sec): 3 clusters
  Score: Raw -52622.588928 + Penalty 3040.008904 = -49582.580024
  nChanged 8
		SP:Iteration 13Q (1438.350000 sec): 3 clusters
  Score: Raw -52672.955956 + Penalty 3040.008904 = -49632.947052
  nChanged 3
		SP:Iteration 14Q (1438.350000 sec): 3 clusters
  Score: Raw -52714.795883 + Penalty 3040.008904 = -49674.786978
  nChanged 4
		SP:Iteration 15Q (1438.360000 sec): 3 clusters
  Score: Raw -52888.056270 + Penalty 3040.008904 = -49848.047366
  nChanged 5
		SP:Iteration 16Q (1438.360000 sec): 3 clusters
  Score: Raw -52923.501324 + Penalty 3040.008904 = -49883.492420
  nChanged 0
		SP:Iteration 17F (1438.360000 sec): 3 clusters
  Score: Raw -52923.501324 + Penalty 3040.008904 = -49883.492420
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 31.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (262174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1439.310000 sec): 2 clusters
  Score: Raw -38793705.361921 + Penalty 3094.237394 = -38790611.124527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1440.390000 sec): 3 clusters
  Score: Raw -38620334.972427 + Penalty 6188.474787 = -38614146.497640
  nChanged 126627
		SP:Iteration 1F (1441.460000 sec): 3 clusters
  Score: Raw -38695478.416244 + Penalty 6188.474787 = -38689289.941456
  nChanged 6752
		SP:Iteration 2Q (1442.540000 sec): 3 clusters
  Score: Raw -38696935.460427 + Penalty 6188.474787 = -38690746.985640
  nChanged 8206
		SP:Iteration 3Q (1443.630000 sec): 3 clusters
  Score: Raw -38699329.709818 + Penalty 6188.474787 = -38693141.235030
  nChanged 11080
		SP:Iteration 4Q (1444.710000 sec): 3 clusters
  Score: Raw -38703882.107487 + Penalty 6188.474787 = -38697693.632699
  nChanged 15473
		SP:Iteration 5F (1445.770000 sec): 3 clusters
  Score: Raw -38712638.403849 + Penalty 6188.474787 = -38706449.929062
  nChanged 20621
		SP:Iteration 6F (1446.820000 sec): 3 clusters
  Score: Raw -38728001.176607 + Penalty 6188.474787 = -38721812.701819
  nChanged 24231
		SP:Iteration 7F (1447.880000 sec): 3 clusters
  Score: Raw -38750103.067854 + Penalty 6188.474787 = -38743914.593066
  nChanged 22115
		SP:Iteration 8F (1448.920000 sec): 3 clusters
  Score: Raw -38772376.786330 + Penalty 6188.474787 = -38766188.311542
  nChanged 13996
		SP:Iteration 9F (1449.970000 sec): 3 clusters
  Score: Raw -38786355.726441 + Penalty 6188.474787 = -38780167.251654
  nChanged 5728
		SP:Iteration 10Q (1450.900000 sec): 3 clusters
  Score: Raw -38791751.836795 + Penalty 6188.474787 = -38785563.362008
  nChanged 1696
		SP:Iteration 11Q (1451.730000 sec): 3 clusters
  Score: Raw -38793290.440380 + Penalty 6188.474787 = -38787101.965593
  nChanged 403
		SP:Iteration 12Q (1452.500000 sec): 3 clusters
  Score: Raw -38793715.473609 + Penalty 6188.474787 = -38787526.998822
  nChanged 112
		SP:Iteration 13Q (1453.250000 sec): 3 clusters
  Score: Raw -38793885.687462 + Penalty 6188.474787 = -38787697.212674
  nChanged 51
		SP:Iteration 14Q (1453.990000 sec): 3 clusters
  Score: Raw -38793952.337011 + Penalty 6188.474787 = -38787763.862223
  nChanged 18
		SP:Iteration 15Q (1454.720000 sec): 3 clusters
  Score: Raw -38793975.546756 + Penalty 6188.474787 = -38787787.071968
  nChanged 9
		SP:Iteration 16Q (1455.460000 sec): 3 clusters
  Score: Raw -38793985.918869 + Penalty 6188.474787 = -38787797.444082
  nChanged 6
		SP:Iteration 17Q (1456.190000 sec): 3 clusters
  Score: Raw -38793998.739163 + Penalty 6188.474787 = -38787810.264375
  nChanged 9
		SP:Iteration 18Q (1456.920000 sec): 3 clusters
  Score: Raw -38794012.960190 + Penalty 6188.474787 = -38787824.485402
  nChanged 8
		SP:Iteration 19Q (1457.660000 sec): 3 clusters
  Score: Raw -38794025.840376 + Penalty 6188.474787 = -38787837.365588
  nChanged 5
		SP:Iteration 20F (1458.690000 sec): 3 clusters
  Score: Raw -38794034.229432 + Penalty 6188.474787 = -38787845.754644
  nChanged 3
		SP:Iteration 21Q (1459.430000 sec): 3 clusters
  Score: Raw -38794039.552829 + Penalty 6188.474787 = -38787851.078041
  nChanged 4
		SP:Iteration 22Q (1460.160000 sec): 3 clusters
  Score: Raw -38794045.029405 + Penalty 6188.474787 = -38787856.554617
  nChanged 1
		SP:Iteration 23Q (1460.890000 sec): 3 clusters
  Score: Raw -38794046.996214 + Penalty 6188.474787 = -38787858.521427
  nChanged 0
		SP:Iteration 24F (1461.930000 sec): 3 clusters
  Score: Raw -38794046.996214 + Penalty 6188.474787 = -38787858.521427
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (1178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1462.030000 sec): 2 clusters
  Score: Raw -149462.884023 + Penalty 1753.750194 = -147709.133828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1462.040000 sec): 3 clusters
  Score: Raw -149273.069209 + Penalty 3507.500389 = -145765.568821
  nChanged 352
		SP:Iteration 1F (1462.050000 sec): 3 clusters
  Score: Raw -150091.069813 + Penalty 3507.500389 = -146583.569425
  nChanged 144
		SP:Iteration 2F (1462.050000 sec): 3 clusters
  Score: Raw -150558.672917 + Penalty 3507.500389 = -147051.172528
  nChanged 91
		SP:Iteration 3F (1462.050000 sec): 3 clusters
  Score: Raw -150865.803710 + Penalty 3507.500389 = -147358.303321
  nChanged 50
		SP:Iteration 4Q (1462.060000 sec): 3 clusters
  Score: Raw -151112.807594 + Penalty 3507.500389 = -147605.307206
  nChanged 48
		SP:Iteration 5Q (1462.060000 sec): 3 clusters
  Score: Raw -151581.317586 + Penalty 3507.500389 = -148073.817197
  nChanged 53
		SP:Iteration 6Q (1462.070000 sec): 3 clusters
  Score: Raw -151861.854288 + Penalty 3507.500389 = -148354.353899
  nChanged 63
		SP:Iteration 7F (1462.070000 sec): 3 clusters
  Score: Raw -152113.952012 + Penalty 3507.500389 = -148606.451623
  nChanged 57
		SP:Iteration 8Q (1462.070000 sec): 3 clusters
  Score: Raw -152342.191556 + Penalty 3507.500389 = -148834.691168
  nChanged 36
		SP:Iteration 9Q (1462.080000 sec): 3 clusters
  Score: Raw -152447.982699 + Penalty 3507.500389 = -148940.482310
  nChanged 25
		SP:Iteration 10Q (1462.080000 sec): 3 clusters
  Score: Raw -152502.600587 + Penalty 3507.500389 = -148995.100198
  nChanged 19
		SP:Iteration 11Q (1462.090000 sec): 3 clusters
  Score: Raw -152530.429985 + Penalty 3507.500389 = -149022.929596
  nChanged 8
		SP:Iteration 12Q (1462.090000 sec): 3 clusters
  Score: Raw -152542.046962 + Penalty 3507.500389 = -149034.546573
  nChanged 6
		SP:Iteration 13Q (1462.090000 sec): 3 clusters
  Score: Raw -152552.655904 + Penalty 3507.500389 = -149045.155515
  nChanged 5
		SP:Iteration 14Q (1462.100000 sec): 3 clusters
  Score: Raw -152559.838029 + Penalty 3507.500389 = -149052.337640
  nChanged 4
		SP:Iteration 15Q (1462.100000 sec): 3 clusters
  Score: Raw -152567.677619 + Penalty 3507.500389 = -149060.177230
  nChanged 3
		SP:Iteration 16Q (1462.100000 sec): 3 clusters
  Score: Raw -152572.003060 + Penalty 3507.500389 = -149064.502671
  nChanged 3
		SP:Iteration 17Q (1462.110000 sec): 3 clusters
  Score: Raw -152575.880741 + Penalty 3507.500389 = -149068.380352
  nChanged 3
		SP:Iteration 18Q (1462.110000 sec): 3 clusters
  Score: Raw -152582.137894 + Penalty 3507.500389 = -149074.637505
  nChanged 4
		SP:Iteration 19Q (1462.110000 sec): 3 clusters
  Score: Raw -152589.479924 + Penalty 3507.500389 = -149081.979536
  nChanged 2
		SP:Iteration 20F (1462.120000 sec): 3 clusters
  Score: Raw -152592.489819 + Penalty 3507.500389 = -149084.989430
  nChanged 1
		SP:Iteration 21Q (1462.120000 sec): 3 clusters
  Score: Raw -152592.846534 + Penalty 3507.500389 = -149085.346145
  nChanged 0
		SP:Iteration 22F (1462.130000 sec): 3 clusters
  Score: Raw -152592.846534 + Penalty 3507.500389 = -149085.346145
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 32.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (6140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1462.160000 sec): 2 clusters
  Score: Raw -878171.154692 + Penalty 2163.199845 = -876007.954847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1462.180000 sec): 3 clusters
  Score: Raw -875036.673732 + Penalty 4326.399690 = -870710.274042
  nChanged 2430
		SP:Iteration 1F (1462.210000 sec): 3 clusters
  Score: Raw -876399.892666 + Penalty 4326.399690 = -872073.492975
  nChanged 443
		SP:Iteration 2F (1462.230000 sec): 3 clusters
  Score: Raw -876621.948808 + Penalty 4326.399690 = -872295.549118
  nChanged 310
		SP:Iteration 3F (1462.250000 sec): 3 clusters
  Score: Raw -876775.277501 + Penalty 4326.399690 = -872448.877810
  nChanged 243
		SP:Iteration 4Q (1462.280000 sec): 3 clusters
  Score: Raw -876885.800287 + Penalty 4326.399690 = -872559.400597
  nChanged 180
		SP:Iteration 5Q (1462.300000 sec): 3 clusters
  Score: Raw -876979.513796 + Penalty 4326.399690 = -872653.114106
  nChanged 191
		SP:Iteration 6Q (1462.330000 sec): 3 clusters
  Score: Raw -877086.420198 + Penalty 4326.399690 = -872760.020508
  nChanged 194
		SP:Iteration 7Q (1462.350000 sec): 3 clusters
  Score: Raw -877195.814250 + Penalty 4326.399690 = -872869.414560
  nChanged 170
		SP:Iteration 8Q (1462.380000 sec): 3 clusters
  Score: Raw -877284.132236 + Penalty 4326.399690 = -872957.732545
  nChanged 167
		SP:Iteration 9Q (1462.400000 sec): 3 clusters
  Score: Raw -877365.748810 + Penalty 4326.399690 = -873039.349119
  nChanged 131
		SP:Iteration 10Q (1462.430000 sec): 3 clusters
  Score: Raw -877424.006373 + Penalty 4326.399690 = -873097.606682
  nChanged 113
		SP:Iteration 11Q (1462.450000 sec): 3 clusters
  Score: Raw -877469.442446 + Penalty 4326.399690 = -873143.042755
  nChanged 94
		SP:Iteration 12Q (1462.470000 sec): 3 clusters
  Score: Raw -877505.813712 + Penalty 4326.399690 = -873179.414021
  nChanged 84
		SP:Iteration 13Q (1462.500000 sec): 3 clusters
  Score: Raw -877536.591541 + Penalty 4326.399690 = -873210.191850
  nChanged 87
		SP:Iteration 14Q (1462.520000 sec): 3 clusters
  Score: Raw -877570.600155 + Penalty 4326.399690 = -873244.200465
  nChanged 91
		SP:Iteration 15Q (1462.550000 sec): 3 clusters
  Score: Raw -877605.339428 + Penalty 4326.399690 = -873278.939737
  nChanged 76
		SP:Iteration 16Q (1462.570000 sec): 3 clusters
  Score: Raw -877632.049792 + Penalty 4326.399690 = -873305.650102
  nChanged 75
		SP:Iteration 17Q (1462.600000 sec): 3 clusters
  Score: Raw -877658.508153 + Penalty 4326.399690 = -873332.108463
  nChanged 62
		SP:Iteration 18Q (1462.620000 sec): 3 clusters
  Score: Raw -877678.372025 + Penalty 4326.399690 = -873351.972335
  nChanged 60
		SP:Iteration 19Q (1462.650000 sec): 3 clusters
  Score: Raw -877698.187784 + Penalty 4326.399690 = -873371.788093
  nChanged 59
		SP:Iteration 20F (1462.670000 sec): 3 clusters
  Score: Raw -877717.505658 + Penalty 4326.399690 = -873391.105967
  nChanged 45
		SP:Iteration 21Q (1462.690000 sec): 3 clusters
  Score: Raw -877732.176132 + Penalty 4326.399690 = -873405.776442
  nChanged 45
		SP:Iteration 22Q (1462.720000 sec): 3 clusters
  Score: Raw -877744.303019 + Penalty 4326.399690 = -873417.903328
  nChanged 44
		SP:Iteration 23Q (1462.750000 sec): 3 clusters
  Score: Raw -877755.621456 + Penalty 4326.399690 = -873429.221765
  nChanged 29
		SP:Iteration 24Q (1462.770000 sec): 3 clusters
  Score: Raw -877762.867996 + Penalty 4326.399690 = -873436.468305
  nChanged 28
		SP:Iteration 25Q (1462.790000 sec): 3 clusters
  Score: Raw -877769.739872 + Penalty 4326.399690 = -873443.340181
  nChanged 20
		SP:Iteration 26Q (1462.820000 sec): 3 clusters
  Score: Raw -877774.934907 + Penalty 4326.399690 = -873448.535216
  nChanged 22
		SP:Iteration 27Q (1462.840000 sec): 3 clusters
  Score: Raw -877779.622285 + Penalty 4326.399690 = -873453.222595
  nChanged 17
		SP:Iteration 28Q (1462.870000 sec): 3 clusters
  Score: Raw -877784.244072 + Penalty 4326.399690 = -873457.844381
  nChanged 20
		SP:Iteration 29Q (1462.890000 sec): 3 clusters
  Score: Raw -877789.565730 + Penalty 4326.399690 = -873463.166040
  nChanged 20
		SP:Iteration 30Q (1462.910000 sec): 3 clusters
  Score: Raw -877795.005778 + Penalty 4326.399690 = -873468.606088
  nChanged 17
		SP:Iteration 31Q (1462.940000 sec): 3 clusters
  Score: Raw -877798.523139 + Penalty 4326.399690 = -873472.123448
  nChanged 14
		SP:Iteration 32Q (1462.960000 sec): 3 clusters
  Score: Raw -877801.361975 + Penalty 4326.399690 = -873474.962284
  nChanged 14
		SP:Iteration 33Q (1462.990000 sec): 3 clusters
  Score: Raw -877804.787043 + Penalty 4326.399690 = -873478.387352
  nChanged 10
		SP:Iteration 34Q (1463.010000 sec): 3 clusters
  Score: Raw -877806.991252 + Penalty 4326.399690 = -873480.591562
  nChanged 6
		SP:Iteration 35Q (1463.030000 sec): 3 clusters
  Score: Raw -877808.179303 + Penalty 4326.399690 = -873481.779612
  nChanged 6
		SP:Iteration 36Q (1463.060000 sec): 3 clusters
  Score: Raw -877809.601490 + Penalty 4326.399690 = -873483.201800
  nChanged 7
		SP:Iteration 37Q (1463.080000 sec): 3 clusters
  Score: Raw -877811.285975 + Penalty 4326.399690 = -873484.886284
  nChanged 9
		SP:Iteration 38Q (1463.110000 sec): 3 clusters
  Score: Raw -877813.279216 + Penalty 4326.399690 = -873486.879526
  nChanged 5
		SP:Iteration 39Q (1463.130000 sec): 3 clusters
  Score: Raw -877814.368036 + Penalty 4326.399690 = -873487.968346
  nChanged 5
		SP:Iteration 40F (1463.150000 sec): 3 clusters
  Score: Raw -877815.301618 + Penalty 4326.399690 = -873488.901928
  nChanged 6
		SP:Iteration 41Q (1463.180000 sec): 3 clusters
  Score: Raw -877816.898875 + Penalty 4326.399690 = -873490.499184
  nChanged 4
		SP:Iteration 42Q (1463.200000 sec): 3 clusters
  Score: Raw -877817.887470 + Penalty 4326.399690 = -873491.487780
  nChanged 6
		SP:Iteration 43Q (1463.230000 sec): 3 clusters
  Score: Raw -877818.919327 + Penalty 4326.399690 = -873492.519637
  nChanged 5
		SP:Iteration 44Q (1463.250000 sec): 3 clusters
  Score: Raw -877820.178258 + Penalty 4326.399690 = -873493.778568
  nChanged 6
		SP:Iteration 45Q (1463.270000 sec): 3 clusters
  Score: Raw -877821.518886 + Penalty 4326.399690 = -873495.119196
  nChanged 7
		SP:Iteration 46Q (1463.300000 sec): 3 clusters
  Score: Raw -877823.127378 + Penalty 4326.399690 = -873496.727687
  nChanged 8
		SP:Iteration 47Q (1463.320000 sec): 3 clusters
  Score: Raw -877825.548628 + Penalty 4326.399690 = -873499.148938
  nChanged 18
		SP:Iteration 48Q (1463.350000 sec): 3 clusters
  Score: Raw -877830.774813 + Penalty 4326.399690 = -873504.375123
  nChanged 15
		SP:Iteration 49Q (1463.370000 sec): 3 clusters
  Score: Raw -877834.151065 + Penalty 4326.399690 = -873507.751374
  nChanged 16
		SP:Iteration 50Q (1463.390000 sec): 3 clusters
  Score: Raw -877838.292235 + Penalty 4326.399690 = -873511.892545
  nChanged 12
		SP:Iteration 51Q (1463.420000 sec): 3 clusters
  Score: Raw -877841.555769 + Penalty 4326.399690 = -873515.156078
  nChanged 10
		SP:Iteration 52Q (1463.440000 sec): 3 clusters
  Score: Raw -877843.730541 + Penalty 4326.399690 = -873517.330850
  nChanged 8
		SP:Iteration 53Q (1463.470000 sec): 3 clusters
  Score: Raw -877845.567541 + Penalty 4326.399690 = -873519.167851
  nChanged 6
		SP:Iteration 54Q (1463.490000 sec): 3 clusters
  Score: Raw -877846.775325 + Penalty 4326.399690 = -873520.375635
  nChanged 7
		SP:Iteration 55Q (1463.510000 sec): 3 clusters
  Score: Raw -877848.151623 + Penalty 4326.399690 = -873521.751933
  nChanged 6
		SP:Iteration 56Q (1463.540000 sec): 3 clusters
  Score: Raw -877849.518070 + Penalty 4326.399690 = -873523.118380
  nChanged 11
		SP:Iteration 57Q (1463.560000 sec): 3 clusters
  Score: Raw -877853.254175 + Penalty 4326.399690 = -873526.854484
  nChanged 11
		SP:Iteration 58Q (1463.590000 sec): 3 clusters
  Score: Raw -877856.380102 + Penalty 4326.399690 = -873529.980412
  nChanged 12
		SP:Iteration 59Q (1463.610000 sec): 3 clusters
  Score: Raw -877858.845081 + Penalty 4326.399690 = -873532.445390
  nChanged 18
		SP:Iteration 60F (1463.640000 sec): 3 clusters
  Score: Raw -877863.948908 + Penalty 4326.399690 = -873537.549217
  nChanged 17
		SP:Iteration 61Q (1463.660000 sec): 3 clusters
  Score: Raw -877866.742773 + Penalty 4326.399690 = -873540.343082
  nChanged 15
		SP:Iteration 62Q (1463.680000 sec): 3 clusters
  Score: Raw -877870.051828 + Penalty 4326.399690 = -873543.652137
  nChanged 13
		SP:Iteration 63Q (1463.710000 sec): 3 clusters
  Score: Raw -877873.568170 + Penalty 4326.399690 = -873547.168480
  nChanged 18
		SP:Iteration 64Q (1463.730000 sec): 3 clusters
  Score: Raw -877877.287425 + Penalty 4326.399690 = -873550.887734
  nChanged 19
		SP:Iteration 65Q (1463.760000 sec): 3 clusters
  Score: Raw -877883.431173 + Penalty 4326.399690 = -873557.031483
  nChanged 19
		SP:Iteration 66Q (1463.780000 sec): 3 clusters
  Score: Raw -877888.251407 + Penalty 4326.399690 = -873561.851716
  nChanged 21
		SP:Iteration 67Q (1463.810000 sec): 3 clusters
  Score: Raw -877893.438547 + Penalty 4326.399690 = -873567.038856
  nChanged 23
		SP:Iteration 68Q (1463.830000 sec): 3 clusters
  Score: Raw -877901.731584 + Penalty 4326.399690 = -873575.331894
  nChanged 31
		SP:Iteration 69Q (1463.850000 sec): 3 clusters
  Score: Raw -877912.470362 + Penalty 4326.399690 = -873586.070672
  nChanged 29
		SP:Iteration 70Q (1463.880000 sec): 3 clusters
  Score: Raw -877923.703525 + Penalty 4326.399690 = -873597.303834
  nChanged 38
		SP:Iteration 71Q (1463.900000 sec): 3 clusters
  Score: Raw -877935.964544 + Penalty 4326.399690 = -873609.564854
  nChanged 42
		SP:Iteration 72Q (1463.930000 sec): 3 clusters
  Score: Raw -877950.774898 + Penalty 4326.399690 = -873624.375207
  nChanged 57
		SP:Iteration 73Q (1463.950000 sec): 3 clusters
  Score: Raw -877970.438762 + Penalty 4326.399690 = -873644.039072
  nChanged 63
		SP:Iteration 74Q (1463.970000 sec): 3 clusters
  Score: Raw -878002.434125 + Penalty 4326.399690 = -873676.034434
  nChanged 72
		SP:Iteration 75Q (1464.000000 sec): 3 clusters
  Score: Raw -878040.315011 + Penalty 4326.399690 = -873713.915321
  nChanged 86
		SP:Iteration 76Q (1464.020000 sec): 3 clusters
  Score: Raw -878078.431390 + Penalty 4326.399690 = -873752.031699
  nChanged 81
		SP:Iteration 77Q (1464.050000 sec): 3 clusters
  Score: Raw -878114.244106 + Penalty 4326.399690 = -873787.844416
  nChanged 81
		SP:Iteration 78Q (1464.070000 sec): 3 clusters
  Score: Raw -878152.833163 + Penalty 4326.399690 = -873826.433472
  nChanged 63
		SP:Iteration 79Q (1464.090000 sec): 3 clusters
  Score: Raw -878182.126632 + Penalty 4326.399690 = -873855.726941
  nChanged 60
		SP:Iteration 80F (1464.120000 sec): 3 clusters
  Score: Raw -878205.696437 + Penalty 4326.399690 = -873879.296747
  nChanged 53
		SP:Iteration 81Q (1464.140000 sec): 3 clusters
  Score: Raw -878224.023518 + Penalty 4326.399690 = -873897.623828
  nChanged 46
		SP:Iteration 82Q (1464.170000 sec): 3 clusters
  Score: Raw -878240.552467 + Penalty 4326.399690 = -873914.152777
  nChanged 46
		SP:Iteration 83Q (1464.190000 sec): 3 clusters
  Score: Raw -878255.562421 + Penalty 4326.399690 = -873929.162730
  nChanged 44
		SP:Iteration 84Q (1464.210000 sec): 3 clusters
  Score: Raw -878270.408247 + Penalty 4326.399690 = -873944.008556
  nChanged 44
		SP:Iteration 85Q (1464.230000 sec): 3 clusters
  Score: Raw -878285.380548 + Penalty 4326.399690 = -873958.980858
  nChanged 35
		SP:Iteration 86Q (1464.260000 sec): 3 clusters
  Score: Raw -878295.334355 + Penalty 4326.399690 = -873968.934665
  nChanged 29
		SP:Iteration 87Q (1464.280000 sec): 3 clusters
  Score: Raw -878304.565911 + Penalty 4326.399690 = -873978.166220
  nChanged 30
		SP:Iteration 88Q (1464.310000 sec): 3 clusters
  Score: Raw -878314.471146 + Penalty 4326.399690 = -873988.071456
  nChanged 27
		SP:Iteration 89Q (1464.330000 sec): 3 clusters
  Score: Raw -878322.965460 + Penalty 4326.399690 = -873996.565769
  nChanged 19
		SP:Iteration 90Q (1464.350000 sec): 3 clusters
  Score: Raw -878329.115422 + Penalty 4326.399690 = -874002.715731
  nChanged 17
		SP:Iteration 91Q (1464.370000 sec): 3 clusters
  Score: Raw -878334.777319 + Penalty 4326.399690 = -874008.377628
  nChanged 16
		SP:Iteration 92Q (1464.400000 sec): 3 clusters
  Score: Raw -878337.939817 + Penalty 4326.399690 = -874011.540126
  nChanged 11
		SP:Iteration 93Q (1464.420000 sec): 3 clusters
  Score: Raw -878339.942432 + Penalty 4326.399690 = -874013.542742
  nChanged 11
		SP:Iteration 94Q (1464.450000 sec): 3 clusters
  Score: Raw -878342.158520 + Penalty 4326.399690 = -874015.758830
  nChanged 5
		SP:Iteration 95Q (1464.470000 sec): 3 clusters
  Score: Raw -878343.924277 + Penalty 4326.399690 = -874017.524586
  nChanged 7
		SP:Iteration 96Q (1464.490000 sec): 3 clusters
  Score: Raw -878345.435671 + Penalty 4326.399690 = -874019.035981
  nChanged 8
		SP:Iteration 97Q (1464.510000 sec): 3 clusters
  Score: Raw -878347.824918 + Penalty 4326.399690 = -874021.425228
  nChanged 9
		SP:Iteration 98Q (1464.530000 sec): 3 clusters
  Score: Raw -878349.880386 + Penalty 4326.399690 = -874023.480696
  nChanged 7
		SP:Iteration 99Q (1464.560000 sec): 3 clusters
  Score: Raw -878351.862211 + Penalty 4326.399690 = -874025.462520
  nChanged 5
		SP:Iteration 100F (1464.580000 sec): 3 clusters
  Score: Raw -878353.612138 + Penalty 4326.399690 = -874027.212448
  nChanged 6
		SP:Iteration 101Q (1464.610000 sec): 3 clusters
  Score: Raw -878355.209284 + Penalty 4326.399690 = -874028.809594
  nChanged 3
		SP:Iteration 102Q (1464.630000 sec): 3 clusters
  Score: Raw -878355.832622 + Penalty 4326.399690 = -874029.432931
  nChanged 2
		SP:Iteration 103Q (1464.650000 sec): 3 clusters
  Score: Raw -878356.470128 + Penalty 4326.399690 = -874030.070438
  nChanged 3
		SP:Iteration 104Q (1464.670000 sec): 3 clusters
  Score: Raw -878357.168064 + Penalty 4326.399690 = -874030.768374
  nChanged 2
		SP:Iteration 105Q (1464.700000 sec): 3 clusters
  Score: Raw -878357.676478 + Penalty 4326.399690 = -874031.276787
  nChanged 3
		SP:Iteration 106Q (1464.720000 sec): 3 clusters
  Score: Raw -878358.332214 + Penalty 4326.399690 = -874031.932524
  nChanged 1
		SP:Iteration 107Q (1464.740000 sec): 3 clusters
  Score: Raw -878358.494057 + Penalty 4326.399690 = -874032.094367
  nChanged 2
		SP:Iteration 108Q (1464.770000 sec): 3 clusters
  Score: Raw -878358.979604 + Penalty 4326.399690 = -874032.579913
  nChanged 4
		SP:Iteration 109Q (1464.790000 sec): 3 clusters
  Score: Raw -878359.885490 + Penalty 4326.399690 = -874033.485799
  nChanged 3
		SP:Iteration 110Q (1464.810000 sec): 3 clusters
  Score: Raw -878360.452008 + Penalty 4326.399690 = -874034.052317
  nChanged 1
		SP:Iteration 111Q (1464.830000 sec): 3 clusters
  Score: Raw -878360.610129 + Penalty 4326.399690 = -874034.210439
  nChanged 0
		SP:Iteration 112F (1464.860000 sec): 3 clusters
  Score: Raw -878360.610129 + Penalty 4326.399690 = -874034.210439
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1464.870000 sec): 2 clusters
  Score: Raw -44550.068075 + Penalty 1442.643568 = -43107.424507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1464.870000 sec): 3 clusters
  Score: Raw -44702.300459 + Penalty 2885.287135 = -41817.013324
  nChanged 43
		SP:Iteration 1F (1464.870000 sec): 3 clusters
  Score: Raw -44831.978339 + Penalty 2885.287135 = -41946.691204
  nChanged 11
		SP:Iteration 2Q (1464.870000 sec): 3 clusters
  Score: Raw -44880.457080 + Penalty 2885.287135 = -41995.169944
  nChanged 11
		SP:Iteration 3Q (1464.870000 sec): 3 clusters
  Score: Raw -44923.103850 + Penalty 2885.287135 = -42037.816715
  nChanged 2
		SP:Iteration 4Q (1464.870000 sec): 3 clusters
  Score: Raw -44931.491762 + Penalty 2885.287135 = -42046.204627
  nChanged 1
		SP:Iteration 5Q (1464.870000 sec): 3 clusters
  Score: Raw -44934.841221 + Penalty 2885.287135 = -42049.554086
  nChanged 1
		SP:Iteration 6Q (1464.870000 sec): 3 clusters
  Score: Raw -44936.060323 + Penalty 2885.287135 = -42050.773187
  nChanged 1
		SP:Iteration 7Q (1464.880000 sec): 3 clusters
  Score: Raw -44937.870721 + Penalty 2885.287135 = -42052.583586
  nChanged 2
		SP:Iteration 8Q (1464.880000 sec): 3 clusters
  Score: Raw -44944.703173 + Penalty 2885.287135 = -42059.416038
  nChanged 4
		SP:Iteration 9Q (1464.880000 sec): 3 clusters
  Score: Raw -44966.731708 + Penalty 2885.287135 = -42081.444572
  nChanged 3
		SP:Iteration 10Q (1464.880000 sec): 3 clusters
  Score: Raw -44988.273505 + Penalty 2885.287135 = -42102.986370
  nChanged 1
		SP:Iteration 11Q (1464.880000 sec): 3 clusters
  Score: Raw -44993.761012 + Penalty 2885.287135 = -42108.473877
  nChanged 1
		SP:Iteration 12Q (1464.880000 sec): 3 clusters
  Score: Raw -44995.577767 + Penalty 2885.287135 = -42110.290631
  nChanged 0
		SP:Iteration 13F (1464.880000 sec): 3 clusters
  Score: Raw -44995.577767 + Penalty 2885.287135 = -42110.290631
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1464.890000 sec): 2 clusters
  Score: Raw -284778.530666 + Penalty 1890.905509 = -282887.625157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1464.900000 sec): 3 clusters
  Score: Raw -284063.829143 + Penalty 3781.811017 = -280282.018126
  nChanged 691
		SP:Iteration 1F (1464.910000 sec): 3 clusters
  Score: Raw -284626.503435 + Penalty 3781.811017 = -280844.692418
  nChanged 188
		SP:Iteration 2F (1464.920000 sec): 3 clusters
  Score: Raw -284819.722706 + Penalty 3781.811017 = -281037.911689
  nChanged 115
		SP:Iteration 3F (1464.930000 sec): 3 clusters
  Score: Raw -284979.129366 + Penalty 3781.811017 = -281197.318349
  nChanged 92
		SP:Iteration 4Q (1464.930000 sec): 3 clusters
  Score: Raw -285090.255522 + Penalty 3781.811017 = -281308.444505
  nChanged 93
		SP:Iteration 5Q (1464.940000 sec): 3 clusters
  Score: Raw -285205.125777 + Penalty 3781.811017 = -281423.314760
  nChanged 85
		SP:Iteration 6Q (1464.950000 sec): 3 clusters
  Score: Raw -285303.101224 + Penalty 3781.811017 = -281521.290207
  nChanged 88
		SP:Iteration 7Q (1464.950000 sec): 3 clusters
  Score: Raw -285414.240487 + Penalty 3781.811017 = -281632.429470
  nChanged 91
		SP:Iteration 8Q (1464.960000 sec): 3 clusters
  Score: Raw -285554.784950 + Penalty 3781.811017 = -281772.973933
  nChanged 86
		SP:Iteration 9Q (1464.970000 sec): 3 clusters
  Score: Raw -285704.617635 + Penalty 3781.811017 = -281922.806617
  nChanged 89
		SP:Iteration 10Q (1464.980000 sec): 3 clusters
  Score: Raw -285886.434620 + Penalty 3781.811017 = -282104.623603
  nChanged 67
		SP:Iteration 11Q (1464.990000 sec): 3 clusters
  Score: Raw -286075.079376 + Penalty 3781.811017 = -282293.268359
  nChanged 72
		SP:Iteration 12Q (1464.990000 sec): 3 clusters
  Score: Raw -286238.594056 + Penalty 3781.811017 = -282456.783038
  nChanged 60
		SP:Iteration 13Q (1465.000000 sec): 3 clusters
  Score: Raw -286330.770668 + Penalty 3781.811017 = -282548.959651
  nChanged 27
		SP:Iteration 14Q (1465.010000 sec): 3 clusters
  Score: Raw -286369.651885 + Penalty 3781.811017 = -282587.840868
  nChanged 25
		SP:Iteration 15Q (1465.020000 sec): 3 clusters
  Score: Raw -286400.464131 + Penalty 3781.811017 = -282618.653113
  nChanged 7
		SP:Iteration 16Q (1465.030000 sec): 3 clusters
  Score: Raw -286411.498000 + Penalty 3781.811017 = -282629.686983
  nChanged 6
		SP:Iteration 17Q (1465.030000 sec): 3 clusters
  Score: Raw -286418.029306 + Penalty 3781.811017 = -282636.218289
  nChanged 8
		SP:Iteration 18Q (1465.040000 sec): 3 clusters
  Score: Raw -286428.532019 + Penalty 3781.811017 = -282646.721001
  nChanged 5
		SP:Iteration 19Q (1465.050000 sec): 3 clusters
  Score: Raw -286435.732089 + Penalty 3781.811017 = -282653.921072
  nChanged 3
		SP:Iteration 20F (1465.050000 sec): 3 clusters
  Score: Raw -286442.239791 + Penalty 3781.811017 = -282660.428774
  nChanged 2
		SP:Iteration 21Q (1465.060000 sec): 3 clusters
  Score: Raw -286446.422391 + Penalty 3781.811017 = -282664.611374
  nChanged 2
		SP:Iteration 22Q (1465.070000 sec): 3 clusters
  Score: Raw -286448.019635 + Penalty 3781.811017 = -282666.208618
  nChanged 0
		SP:Iteration 23F (1465.080000 sec): 3 clusters
  Score: Raw -286448.019635 + Penalty 3781.811017 = -282666.208618
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (23900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1465.170000 sec): 2 clusters
  Score: Raw -3362304.595145 + Penalty 2500.245167 = -3359804.349978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1465.270000 sec): 3 clusters
  Score: Raw -3348263.465918 + Penalty 5000.490334 = -3343262.975584
  nChanged 10610
		SP:Iteration 1F (1465.370000 sec): 3 clusters
  Score: Raw -3354117.138305 + Penalty 5000.490334 = -3349116.647971
  nChanged 1272
		SP:Iteration 2F (1465.460000 sec): 3 clusters
  Score: Raw -3354587.657750 + Penalty 5000.490334 = -3349587.167416
  nChanged 1118
		SP:Iteration 3Q (1465.560000 sec): 3 clusters
  Score: Raw -3355007.728384 + Penalty 5000.490334 = -3350007.238050
  nChanged 1017
		SP:Iteration 4Q (1465.660000 sec): 3 clusters
  Score: Raw -3355385.937603 + Penalty 5000.490334 = -3350385.447269
  nChanged 1013
		SP:Iteration 5Q (1465.760000 sec): 3 clusters
  Score: Raw -3355797.363672 + Penalty 5000.490334 = -3350796.873338
  nChanged 1076
		SP:Iteration 6Q (1465.860000 sec): 3 clusters
  Score: Raw -3356311.007193 + Penalty 5000.490334 = -3351310.516859
  nChanged 1158
		SP:Iteration 7Q (1465.950000 sec): 3 clusters
  Score: Raw -3356945.694783 + Penalty 5000.490334 = -3351945.204449
  nChanged 1281
		SP:Iteration 8F (1466.050000 sec): 3 clusters
  Score: Raw -3357747.842966 + Penalty 5000.490334 = -3352747.352632
  nChanged 1326
		SP:Iteration 9F (1466.150000 sec): 3 clusters
  Score: Raw -3358673.353191 + Penalty 5000.490334 = -3353672.862857
  nChanged 1289
		SP:Iteration 10F (1466.250000 sec): 3 clusters
  Score: Raw -3359657.354391 + Penalty 5000.490334 = -3354656.864057
  nChanged 1119
		SP:Iteration 11Q (1466.340000 sec): 3 clusters
  Score: Raw -3360532.435091 + Penalty 5000.490334 = -3355531.944757
  nChanged 854
		SP:Iteration 12Q (1466.440000 sec): 3 clusters
  Score: Raw -3361223.062372 + Penalty 5000.490334 = -3356222.572038
  nChanged 675
		SP:Iteration 13Q (1466.530000 sec): 3 clusters
  Score: Raw -3361802.715951 + Penalty 5000.490334 = -3356802.225617
  nChanged 446
		SP:Iteration 14Q (1466.620000 sec): 3 clusters
  Score: Raw -3362170.678500 + Penalty 5000.490334 = -3357170.188166
  nChanged 288
		SP:Iteration 15Q (1466.700000 sec): 3 clusters
  Score: Raw -3362407.824187 + Penalty 5000.490334 = -3357407.333853
  nChanged 190
		SP:Iteration 16Q (1466.780000 sec): 3 clusters
  Score: Raw -3362562.537486 + Penalty 5000.490334 = -3357562.047152
  nChanged 128
		SP:Iteration 17Q (1466.870000 sec): 3 clusters
  Score: Raw -3362671.058293 + Penalty 5000.490334 = -3357670.567959
  nChanged 66
		SP:Iteration 18Q (1466.940000 sec): 3 clusters
  Score: Raw -3362720.760230 + Penalty 5000.490334 = -3357720.269896
  nChanged 41
		SP:Iteration 19Q (1467.020000 sec): 3 clusters
  Score: Raw -3362752.000503 + Penalty 5000.490334 = -3357751.510169
  nChanged 38
		SP:Iteration 20F (1467.120000 sec): 3 clusters
  Score: Raw -3362783.457712 + Penalty 5000.490334 = -3357782.967378
  nChanged 23
		SP:Iteration 21Q (1467.190000 sec): 3 clusters
  Score: Raw -3362803.979217 + Penalty 5000.490334 = -3357803.488883
  nChanged 22
		SP:Iteration 22Q (1467.270000 sec): 3 clusters
  Score: Raw -3362823.433298 + Penalty 5000.490334 = -3357822.942964
  nChanged 23
		SP:Iteration 23Q (1467.350000 sec): 3 clusters
  Score: Raw -3362843.897109 + Penalty 5000.490334 = -3357843.406775
  nChanged 22
		SP:Iteration 24Q (1467.430000 sec): 3 clusters
  Score: Raw -3362861.031121 + Penalty 5000.490334 = -3357860.540787
  nChanged 14
		SP:Iteration 25Q (1467.500000 sec): 3 clusters
  Score: Raw -3362874.971018 + Penalty 5000.490334 = -3357874.480684
  nChanged 16
		SP:Iteration 26Q (1467.570000 sec): 3 clusters
  Score: Raw -3362889.047770 + Penalty 5000.490334 = -3357888.557436
  nChanged 15
		SP:Iteration 27Q (1467.650000 sec): 3 clusters
  Score: Raw -3362902.346976 + Penalty 5000.490334 = -3357901.856642
  nChanged 4
		SP:Iteration 28Q (1467.720000 sec): 3 clusters
  Score: Raw -3362904.403101 + Penalty 5000.490334 = -3357903.912767
  nChanged 3
		SP:Iteration 29Q (1467.800000 sec): 3 clusters
  Score: Raw -3362906.813324 + Penalty 5000.490334 = -3357906.322990
  nChanged 3
		SP:Iteration 30Q (1467.870000 sec): 3 clusters
  Score: Raw -3362908.403344 + Penalty 5000.490334 = -3357907.913010
  nChanged 5
		SP:Iteration 31Q (1467.950000 sec): 3 clusters
  Score: Raw -3362912.956969 + Penalty 5000.490334 = -3357912.466635
  nChanged 4
		SP:Iteration 32Q (1468.020000 sec): 3 clusters
  Score: Raw -3362915.823934 + Penalty 5000.490334 = -3357915.333600
  nChanged 1
		SP:Iteration 33Q (1468.090000 sec): 3 clusters
  Score: Raw -3362916.474745 + Penalty 5000.490334 = -3357915.984411
  nChanged 2
		SP:Iteration 34Q (1468.170000 sec): 3 clusters
  Score: Raw -3362917.569697 + Penalty 5000.490334 = -3357917.079363
  nChanged 2
		SP:Iteration 35Q (1468.240000 sec): 3 clusters
  Score: Raw -3362919.606961 + Penalty 5000.490334 = -3357919.116627
  nChanged 2
		SP:Iteration 36Q (1468.310000 sec): 3 clusters
  Score: Raw -3362920.620882 + Penalty 5000.490334 = -3357920.130548
  nChanged 1
		SP:Iteration 37Q (1468.390000 sec): 3 clusters
  Score: Raw -3362921.515893 + Penalty 5000.490334 = -3357921.025559
  nChanged 0
		SP:Iteration 38F (1468.480000 sec): 3 clusters
  Score: Raw -3362921.515893 + Penalty 5000.490334 = -3357921.025559
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (39694 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1468.620000 sec): 2 clusters
  Score: Raw -6139569.057108 + Penalty 2626.060920 = -6136942.996188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1468.790000 sec): 3 clusters
  Score: Raw -6115186.490802 + Penalty 5252.121840 = -6109934.368962
  nChanged 18218
		SP:Iteration 1F (1468.950000 sec): 3 clusters
  Score: Raw -6125159.613316 + Penalty 5252.121840 = -6119907.491476
  nChanged 1796
		SP:Iteration 2Q (1469.120000 sec): 3 clusters
  Score: Raw -6125753.319293 + Penalty 5252.121840 = -6120501.197453
  nChanged 1800
		SP:Iteration 3Q (1469.290000 sec): 3 clusters
  Score: Raw -6126444.814383 + Penalty 5252.121840 = -6121192.692543
  nChanged 2005
		SP:Iteration 4F (1469.450000 sec): 3 clusters
  Score: Raw -6127405.297610 + Penalty 5252.121840 = -6122153.175770
  nChanged 2384
		SP:Iteration 5F (1469.610000 sec): 3 clusters
  Score: Raw -6128763.537882 + Penalty 5252.121840 = -6123511.416042
  nChanged 2709
		SP:Iteration 6F (1469.780000 sec): 3 clusters
  Score: Raw -6130592.221704 + Penalty 5252.121840 = -6125340.099864
  nChanged 2817
		SP:Iteration 7F (1469.940000 sec): 3 clusters
  Score: Raw -6132582.738924 + Penalty 5252.121840 = -6127330.617084
  nChanged 2602
		SP:Iteration 8F (1470.100000 sec): 3 clusters
  Score: Raw -6134520.959920 + Penalty 5252.121840 = -6129268.838081
  nChanged 2175
		SP:Iteration 9F (1470.260000 sec): 3 clusters
  Score: Raw -6136094.314312 + Penalty 5252.121840 = -6130842.192472
  nChanged 1600
		SP:Iteration 10Q (1470.430000 sec): 3 clusters
  Score: Raw -6137225.369950 + Penalty 5252.121840 = -6131973.248110
  nChanged 1160
		SP:Iteration 11Q (1470.590000 sec): 3 clusters
  Score: Raw -6138063.962950 + Penalty 5252.121840 = -6132811.841111
  nChanged 816
		SP:Iteration 12Q (1470.750000 sec): 3 clusters
  Score: Raw -6138660.464343 + Penalty 5252.121840 = -6133408.342503
  nChanged 608
		SP:Iteration 13Q (1470.900000 sec): 3 clusters
  Score: Raw -6139116.514049 + Penalty 5252.121840 = -6133864.392209
  nChanged 474
		SP:Iteration 14Q (1471.040000 sec): 3 clusters
  Score: Raw -6139500.960392 + Penalty 5252.121840 = -6134248.838553
  nChanged 361
		SP:Iteration 15Q (1471.180000 sec): 3 clusters
  Score: Raw -6139792.126058 + Penalty 5252.121840 = -6134540.004219
  nChanged 287
		SP:Iteration 16Q (1471.300000 sec): 3 clusters
  Score: Raw -6140017.636499 + Penalty 5252.121840 = -6134765.514660
  nChanged 199
		SP:Iteration 17Q (1471.440000 sec): 3 clusters
  Score: Raw -6140155.405555 + Penalty 5252.121840 = -6134903.283715
  nChanged 174
		SP:Iteration 18Q (1471.560000 sec): 3 clusters
  Score: Raw -6140231.895068 + Penalty 5252.121840 = -6134979.773228
  nChanged 123
		SP:Iteration 19Q (1471.680000 sec): 3 clusters
  Score: Raw -6140277.200884 + Penalty 5252.121840 = -6135025.079045
  nChanged 88
		SP:Iteration 20F (1471.850000 sec): 3 clusters
  Score: Raw -6140304.589085 + Penalty 5252.121840 = -6135052.467245
  nChanged 66
		SP:Iteration 21Q (1471.970000 sec): 3 clusters
  Score: Raw -6140321.398816 + Penalty 5252.121840 = -6135069.276976
  nChanged 42
		SP:Iteration 22Q (1472.100000 sec): 3 clusters
  Score: Raw -6140331.178586 + Penalty 5252.121840 = -6135079.056746
  nChanged 34
		SP:Iteration 23Q (1472.220000 sec): 3 clusters
  Score: Raw -6140339.135413 + Penalty 5252.121840 = -6135087.013573
  nChanged 28
		SP:Iteration 24Q (1472.340000 sec): 3 clusters
  Score: Raw -6140344.614020 + Penalty 5252.121840 = -6135092.492180
  nChanged 19
		SP:Iteration 25Q (1472.470000 sec): 3 clusters
  Score: Raw -6140348.274986 + Penalty 5252.121840 = -6135096.153147
  nChanged 13
		SP:Iteration 26Q (1472.590000 sec): 3 clusters
  Score: Raw -6140351.198407 + Penalty 5252.121840 = -6135099.076568
  nChanged 15
		SP:Iteration 27Q (1472.710000 sec): 3 clusters
  Score: Raw -6140353.846174 + Penalty 5252.121840 = -6135101.724334
  nChanged 11
		SP:Iteration 28Q (1472.840000 sec): 3 clusters
  Score: Raw -6140355.676912 + Penalty 5252.121840 = -6135103.555072
  nChanged 8
		SP:Iteration 29Q (1472.960000 sec): 3 clusters
  Score: Raw -6140356.749987 + Penalty 5252.121840 = -6135104.628148
  nChanged 8
		SP:Iteration 30Q (1473.080000 sec): 3 clusters
  Score: Raw -6140358.203685 + Penalty 5252.121840 = -6135106.081846
  nChanged 6
		SP:Iteration 31Q (1473.210000 sec): 3 clusters
  Score: Raw -6140359.134836 + Penalty 5252.121840 = -6135107.012997
  nChanged 4
		SP:Iteration 32Q (1473.330000 sec): 3 clusters
  Score: Raw -6140359.773042 + Penalty 5252.121840 = -6135107.651202
  nChanged 3
		SP:Iteration 33Q (1473.440000 sec): 3 clusters
  Score: Raw -6140360.271147 + Penalty 5252.121840 = -6135108.149308
  nChanged 0
		SP:Iteration 34F (1473.600000 sec): 3 clusters
  Score: Raw -6140360.271147 + Penalty 5252.121840 = -6135108.149308
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (121026 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1474.040000 sec): 2 clusters
  Score: Raw -17639833.815477 + Penalty 2902.532648 = -17636931.282829
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1474.530000 sec): 3 clusters
  Score: Raw -17561632.539464 + Penalty 5805.065296 = -17555827.474168
  nChanged 57683
		SP:Iteration 1F (1475.020000 sec): 3 clusters
  Score: Raw -17594671.061823 + Penalty 5805.065296 = -17588865.996527
  nChanged 3764
		SP:Iteration 2Q (1475.520000 sec): 3 clusters
  Score: Raw -17595547.829342 + Penalty 5805.065296 = -17589742.764046
  nChanged 3893
		SP:Iteration 3Q (1476.020000 sec): 3 clusters
  Score: Raw -17596615.190856 + Penalty 5805.065296 = -17590810.125560
  nChanged 4284
		SP:Iteration 4Q (1476.520000 sec): 3 clusters
  Score: Raw -17598039.219645 + Penalty 5805.065296 = -17592234.154349
  nChanged 4999
		SP:Iteration 5Q (1477.020000 sec): 3 clusters
  Score: Raw -17600124.057488 + Penalty 5805.065296 = -17594318.992192
  nChanged 5890
		SP:Iteration 6Q (1477.520000 sec): 3 clusters
  Score: Raw -17603189.955458 + Penalty 5805.065296 = -17597384.890162
  nChanged 6959
		SP:Iteration 7F (1478.010000 sec): 3 clusters
  Score: Raw -17607428.834077 + Penalty 5805.065296 = -17601623.768781
  nChanged 7677
		SP:Iteration 8F (1478.490000 sec): 3 clusters
  Score: Raw -17612738.180375 + Penalty 5805.065296 = -17606933.115079
  nChanged 8292
		SP:Iteration 9F (1478.990000 sec): 3 clusters
  Score: Raw -17619376.135870 + Penalty 5805.065296 = -17613571.070574
  nChanged 8092
		SP:Iteration 10F (1479.480000 sec): 3 clusters
  Score: Raw -17626374.048449 + Penalty 5805.065296 = -17620568.983153
  nChanged 6768
		SP:Iteration 11F (1479.970000 sec): 3 clusters
  Score: Raw -17631903.356880 + Penalty 5805.065296 = -17626098.291584
  nChanged 5221
		SP:Iteration 12Q (1480.450000 sec): 3 clusters
  Score: Raw -17635579.777082 + Penalty 5805.065296 = -17629774.711786
  nChanged 3856
		SP:Iteration 13Q (1480.920000 sec): 3 clusters
  Score: Raw -17638018.052035 + Penalty 5805.065296 = -17632212.986739
  nChanged 3021
		SP:Iteration 14Q (1481.380000 sec): 3 clusters
  Score: Raw -17639618.478059 + Penalty 5805.065296 = -17633813.412763
  nChanged 2294
		SP:Iteration 15Q (1481.840000 sec): 3 clusters
  Score: Raw -17640484.669535 + Penalty 5805.065296 = -17634679.604239
  nChanged 1616
		SP:Iteration 16Q (1482.290000 sec): 3 clusters
  Score: Raw -17640935.647790 + Penalty 5805.065296 = -17635130.582494
  nChanged 1160
		SP:Iteration 17Q (1482.750000 sec): 3 clusters
  Score: Raw -17641160.446933 + Penalty 5805.065296 = -17635355.381637
  nChanged 781
		SP:Iteration 18Q (1483.190000 sec): 3 clusters
  Score: Raw -17641263.103192 + Penalty 5805.065296 = -17635458.037896
  nChanged 513
		SP:Iteration 19Q (1483.650000 sec): 3 clusters
  Score: Raw -17641312.703513 + Penalty 5805.065296 = -17635507.638217
  nChanged 351
		SP:Iteration 20F (1484.180000 sec): 3 clusters
  Score: Raw -17641338.312108 + Penalty 5805.065296 = -17635533.246812
  nChanged 267
		SP:Iteration 21Q (1484.670000 sec): 3 clusters
  Score: Raw -17641354.202872 + Penalty 5805.065296 = -17635549.137576
  nChanged 199
		SP:Iteration 22Q (1485.130000 sec): 3 clusters
  Score: Raw -17641363.654155 + Penalty 5805.065296 = -17635558.588859
  nChanged 151
		SP:Iteration 23Q (1485.590000 sec): 3 clusters
  Score: Raw -17641369.022429 + Penalty 5805.065296 = -17635563.957133
  nChanged 103
		SP:Iteration 24Q (1486.040000 sec): 3 clusters
  Score: Raw -17641372.149456 + Penalty 5805.065296 = -17635567.084160
  nChanged 77
		SP:Iteration 25Q (1486.490000 sec): 3 clusters
  Score: Raw -17641374.735989 + Penalty 5805.065296 = -17635569.670693
  nChanged 72
		SP:Iteration 26Q (1486.950000 sec): 3 clusters
  Score: Raw -17641377.015465 + Penalty 5805.065296 = -17635571.950169
  nChanged 67
		SP:Iteration 27Q (1487.400000 sec): 3 clusters
  Score: Raw -17641378.633214 + Penalty 5805.065296 = -17635573.567918
  nChanged 53
		SP:Iteration 28Q (1487.850000 sec): 3 clusters
  Score: Raw -17641379.888700 + Penalty 5805.065296 = -17635574.823404
  nChanged 39
		SP:Iteration 29Q (1488.310000 sec): 3 clusters
  Score: Raw -17641380.624039 + Penalty 5805.065296 = -17635575.558743
  nChanged 29
		SP:Iteration 30Q (1488.770000 sec): 3 clusters
  Score: Raw -17641381.148293 + Penalty 5805.065296 = -17635576.082997
  nChanged 21
		SP:Iteration 31Q (1489.220000 sec): 3 clusters
  Score: Raw -17641381.443289 + Penalty 5805.065296 = -17635576.377993
  nChanged 13
		SP:Iteration 32Q (1489.680000 sec): 3 clusters
  Score: Raw -17641381.611878 + Penalty 5805.065296 = -17635576.546582
  nChanged 10
		SP:Iteration 33Q (1490.130000 sec): 3 clusters
  Score: Raw -17641381.764141 + Penalty 5805.065296 = -17635576.698845
  nChanged 8
		SP:Iteration 34Q (1490.580000 sec): 3 clusters
  Score: Raw -17641381.913252 + Penalty 5805.065296 = -17635576.847956
  nChanged 9
		SP:Iteration 35Q (1491.040000 sec): 3 clusters
  Score: Raw -17641382.031351 + Penalty 5805.065296 = -17635576.966055
  nChanged 12
		SP:Iteration 36Q (1491.490000 sec): 3 clusters
  Score: Raw -17641382.207357 + Penalty 5805.065296 = -17635577.142061
  nChanged 10
		SP:Iteration 37Q (1491.950000 sec): 3 clusters
  Score: Raw -17641382.338277 + Penalty 5805.065296 = -17635577.272981
  nChanged 11
		SP:Iteration 38Q (1492.400000 sec): 3 clusters
  Score: Raw -17641382.502823 + Penalty 5805.065296 = -17635577.437527
  nChanged 8
		SP:Iteration 39Q (1492.840000 sec): 3 clusters
  Score: Raw -17641382.629041 + Penalty 5805.065296 = -17635577.563745
  nChanged 7
		SP:Iteration 40F (1493.330000 sec): 3 clusters
  Score: Raw -17641382.722275 + Penalty 5805.065296 = -17635577.656979
  nChanged 9
		SP:Iteration 41Q (1493.780000 sec): 3 clusters
  Score: Raw -17641382.846043 + Penalty 5805.065296 = -17635577.780747
  nChanged 7
		SP:Iteration 42Q (1494.230000 sec): 3 clusters
  Score: Raw -17641382.977441 + Penalty 5805.065296 = -17635577.912145
  nChanged 11
		SP:Iteration 43Q (1494.650000 sec): 3 clusters
  Score: Raw -17641383.111510 + Penalty 5805.065296 = -17635578.046214
  nChanged 4
		SP:Iteration 44Q (1495.070000 sec): 3 clusters
  Score: Raw -17641383.158045 + Penalty 5805.065296 = -17635578.092749
  nChanged 3
		SP:Iteration 45Q (1495.490000 sec): 3 clusters
  Score: Raw -17641383.202377 + Penalty 5805.065296 = -17635578.137080
  nChanged 4
		SP:Iteration 46Q (1495.920000 sec): 3 clusters
  Score: Raw -17641383.233064 + Penalty 5805.065296 = -17635578.167768
  nChanged 1
		SP:Iteration 47Q (1496.340000 sec): 3 clusters
  Score: Raw -17641383.238970 + Penalty 5805.065296 = -17635578.173674
  nChanged 1
		SP:Iteration 48Q (1496.760000 sec): 3 clusters
  Score: Raw -17641383.243428 + Penalty 5805.065296 = -17635578.178132
  nChanged 0
		SP:Iteration 49F (1497.210000 sec): 3 clusters
  Score: Raw -17641383.243428 + Penalty 5805.065296 = -17635578.178132
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1497.300000 sec): 2 clusters
  Score: Raw -1791404.319174 + Penalty 2324.095586 = -1789080.223588
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1497.340000 sec): 3 clusters
  Score: Raw -1784942.192884 + Penalty 4648.191171 = -1780294.001712
  nChanged 4979
		SP:Iteration 1F (1497.380000 sec): 3 clusters
  Score: Raw -1787627.299756 + Penalty 4648.191171 = -1782979.108585
  nChanged 686
		SP:Iteration 2F (1497.420000 sec): 3 clusters
  Score: Raw -1787927.007192 + Penalty 4648.191171 = -1783278.816021
  nChanged 579
		SP:Iteration 3Q (1497.470000 sec): 3 clusters
  Score: Raw -1788169.500421 + Penalty 4648.191171 = -1783521.309250
  nChanged 509
		SP:Iteration 4Q (1497.510000 sec): 3 clusters
  Score: Raw -1788384.173887 + Penalty 4648.191171 = -1783735.982716
  nChanged 454
		SP:Iteration 5Q (1497.560000 sec): 3 clusters
  Score: Raw -1788579.110759 + Penalty 4648.191171 = -1783930.919588
  nChanged 463
		SP:Iteration 6Q (1497.600000 sec): 3 clusters
  Score: Raw -1788803.345267 + Penalty 4648.191171 = -1784155.154096
  nChanged 484
		SP:Iteration 7Q (1497.640000 sec): 3 clusters
  Score: Raw -1789060.023621 + Penalty 4648.191171 = -1784411.832450
  nChanged 519
		SP:Iteration 8Q (1497.680000 sec): 3 clusters
  Score: Raw -1789359.765319 + Penalty 4648.191171 = -1784711.574148
  nChanged 550
		SP:Iteration 9Q (1497.730000 sec): 3 clusters
  Score: Raw -1789702.698687 + Penalty 4648.191171 = -1785054.507516
  nChanged 537
		SP:Iteration 10Q (1497.770000 sec): 3 clusters
  Score: Raw -1790069.811563 + Penalty 4648.191171 = -1785421.620392
  nChanged 536
		SP:Iteration 11Q (1497.810000 sec): 3 clusters
  Score: Raw -1790467.927766 + Penalty 4648.191171 = -1785819.736595
  nChanged 453
		SP:Iteration 12Q (1497.860000 sec): 3 clusters
  Score: Raw -1790813.466585 + Penalty 4648.191171 = -1786165.275414
  nChanged 361
		SP:Iteration 13Q (1497.900000 sec): 3 clusters
  Score: Raw -1791107.288928 + Penalty 4648.191171 = -1786459.097757
  nChanged 263
		SP:Iteration 14Q (1497.940000 sec): 3 clusters
  Score: Raw -1791316.062084 + Penalty 4648.191171 = -1786667.870913
  nChanged 200
		SP:Iteration 15Q (1497.980000 sec): 3 clusters
  Score: Raw -1791464.762664 + Penalty 4648.191171 = -1786816.571493
  nChanged 154
		SP:Iteration 16Q (1498.020000 sec): 3 clusters
  Score: Raw -1791576.644201 + Penalty 4648.191171 = -1786928.453030
  nChanged 111
		SP:Iteration 17Q (1498.060000 sec): 3 clusters
  Score: Raw -1791653.658548 + Penalty 4648.191171 = -1787005.467377
  nChanged 81
		SP:Iteration 18Q (1498.090000 sec): 3 clusters
  Score: Raw -1791709.485379 + Penalty 4648.191171 = -1787061.294208
  nChanged 50
		SP:Iteration 19Q (1498.130000 sec): 3 clusters
  Score: Raw -1791744.376991 + Penalty 4648.191171 = -1787096.185820
  nChanged 27
		SP:Iteration 20F (1498.170000 sec): 3 clusters
  Score: Raw -1791767.783475 + Penalty 4648.191171 = -1787119.592304
  nChanged 36
		SP:Iteration 21Q (1498.200000 sec): 3 clusters
  Score: Raw -1791791.039082 + Penalty 4648.191171 = -1787142.847911
  nChanged 26
		SP:Iteration 22Q (1498.240000 sec): 3 clusters
  Score: Raw -1791811.699230 + Penalty 4648.191171 = -1787163.508058
  nChanged 16
		SP:Iteration 23Q (1498.280000 sec): 3 clusters
  Score: Raw -1791826.121781 + Penalty 4648.191171 = -1787177.930609
  nChanged 13
		SP:Iteration 24Q (1498.320000 sec): 3 clusters
  Score: Raw -1791837.778297 + Penalty 4648.191171 = -1787189.587125
  nChanged 10
		SP:Iteration 25Q (1498.360000 sec): 3 clusters
  Score: Raw -1791845.814711 + Penalty 4648.191171 = -1787197.623539
  nChanged 9
		SP:Iteration 26Q (1498.400000 sec): 3 clusters
  Score: Raw -1791851.376920 + Penalty 4648.191171 = -1787203.185749
  nChanged 4
		SP:Iteration 27Q (1498.440000 sec): 3 clusters
  Score: Raw -1791855.246232 + Penalty 4648.191171 = -1787207.055061
  nChanged 7
		SP:Iteration 28Q (1498.480000 sec): 3 clusters
  Score: Raw -1791861.577024 + Penalty 4648.191171 = -1787213.385853
  nChanged 6
		SP:Iteration 29Q (1498.520000 sec): 3 clusters
  Score: Raw -1791866.597075 + Penalty 4648.191171 = -1787218.405903
  nChanged 3
		SP:Iteration 30Q (1498.560000 sec): 3 clusters
  Score: Raw -1791869.182049 + Penalty 4648.191171 = -1787220.990878
  nChanged 4
		SP:Iteration 31Q (1498.600000 sec): 3 clusters
  Score: Raw -1791872.170065 + Penalty 4648.191171 = -1787223.978894
  nChanged 3
		SP:Iteration 32Q (1498.640000 sec): 3 clusters
  Score: Raw -1791873.907808 + Penalty 4648.191171 = -1787225.716637
  nChanged 1
		SP:Iteration 33Q (1498.680000 sec): 3 clusters
  Score: Raw -1791874.353791 + Penalty 4648.191171 = -1787226.162620
  nChanged 2
		SP:Iteration 34Q (1498.720000 sec): 3 clusters
  Score: Raw -1791875.126154 + Penalty 4648.191171 = -1787226.934982
  nChanged 0
		SP:Iteration 35F (1498.760000 sec): 3 clusters
  Score: Raw -1791875.126154 + Penalty 4648.191171 = -1787226.934982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (5231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1498.790000 sec): 2 clusters
  Score: Raw -744859.213134 + Penalty 2123.464720 = -742735.748414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1498.810000 sec): 3 clusters
  Score: Raw -742345.734336 + Penalty 4246.929441 = -738098.804895
  nChanged 1988
		SP:Iteration 1F (1498.830000 sec): 3 clusters
  Score: Raw -743591.787968 + Penalty 4246.929441 = -739344.858527
  nChanged 431
		SP:Iteration 2F (1498.850000 sec): 3 clusters
  Score: Raw -743882.330513 + Penalty 4246.929441 = -739635.401072
  nChanged 314
		SP:Iteration 3F (1498.870000 sec): 3 clusters
  Score: Raw -744097.592662 + Penalty 4246.929441 = -739850.663221
  nChanged 265
		SP:Iteration 4F (1498.890000 sec): 3 clusters
  Score: Raw -744258.261968 + Penalty 4246.929441 = -740011.332527
  nChanged 224
		SP:Iteration 5Q (1498.920000 sec): 3 clusters
  Score: Raw -744417.277359 + Penalty 4246.929441 = -740170.347918
  nChanged 220
		SP:Iteration 6Q (1498.940000 sec): 3 clusters
  Score: Raw -744569.893275 + Penalty 4246.929441 = -740322.963835
  nChanged 193
		SP:Iteration 7Q (1498.960000 sec): 3 clusters
  Score: Raw -744691.464631 + Penalty 4246.929441 = -740444.535190
  nChanged 159
		SP:Iteration 8Q (1498.980000 sec): 3 clusters
  Score: Raw -744796.595280 + Penalty 4246.929441 = -740549.665839
  nChanged 141
		SP:Iteration 9Q (1499.000000 sec): 3 clusters
  Score: Raw -744882.743369 + Penalty 4246.929441 = -740635.813929
  nChanged 113
		SP:Iteration 10Q (1499.020000 sec): 3 clusters
  Score: Raw -744949.266674 + Penalty 4246.929441 = -740702.337233
  nChanged 100
		SP:Iteration 11Q (1499.040000 sec): 3 clusters
  Score: Raw -745011.410234 + Penalty 4246.929441 = -740764.480793
  nChanged 96
		SP:Iteration 12Q (1499.060000 sec): 3 clusters
  Score: Raw -745072.511650 + Penalty 4246.929441 = -740825.582209
  nChanged 89
		SP:Iteration 13Q (1499.080000 sec): 3 clusters
  Score: Raw -745132.058179 + Penalty 4246.929441 = -740885.128738
  nChanged 82
		SP:Iteration 14Q (1499.100000 sec): 3 clusters
  Score: Raw -745187.877105 + Penalty 4246.929441 = -740940.947664
  nChanged 80
		SP:Iteration 15Q (1499.120000 sec): 3 clusters
  Score: Raw -745245.170663 + Penalty 4246.929441 = -740998.241222
  nChanged 72
		SP:Iteration 16Q (1499.140000 sec): 3 clusters
  Score: Raw -745291.347030 + Penalty 4246.929441 = -741044.417590
  nChanged 44
		SP:Iteration 17Q (1499.160000 sec): 3 clusters
  Score: Raw -745315.831273 + Penalty 4246.929441 = -741068.901832
  nChanged 36
		SP:Iteration 18Q (1499.180000 sec): 3 clusters
  Score: Raw -745332.166116 + Penalty 4246.929441 = -741085.236675
  nChanged 28
		SP:Iteration 19Q (1499.200000 sec): 3 clusters
  Score: Raw -745346.969417 + Penalty 4246.929441 = -741100.039976
  nChanged 25
		SP:Iteration 20F (1499.220000 sec): 3 clusters
  Score: Raw -745361.340564 + Penalty 4246.929441 = -741114.411123
  nChanged 21
		SP:Iteration 21Q (1499.240000 sec): 3 clusters
  Score: Raw -745374.715097 + Penalty 4246.929441 = -741127.785656
  nChanged 22
		SP:Iteration 22Q (1499.260000 sec): 3 clusters
  Score: Raw -745387.443461 + Penalty 4246.929441 = -741140.514020
  nChanged 22
		SP:Iteration 23Q (1499.280000 sec): 3 clusters
  Score: Raw -745397.881298 + Penalty 4246.929441 = -741150.951858
  nChanged 15
		SP:Iteration 24Q (1499.300000 sec): 3 clusters
  Score: Raw -745405.958756 + Penalty 4246.929441 = -741159.029315
  nChanged 16
		SP:Iteration 25Q (1499.320000 sec): 3 clusters
  Score: Raw -745414.422149 + Penalty 4246.929441 = -741167.492708
  nChanged 17
		SP:Iteration 26Q (1499.340000 sec): 3 clusters
  Score: Raw -745421.106661 + Penalty 4246.929441 = -741174.177220
  nChanged 8
		SP:Iteration 27Q (1499.360000 sec): 3 clusters
  Score: Raw -745424.857780 + Penalty 4246.929441 = -741177.928340
  nChanged 7
		SP:Iteration 28Q (1499.380000 sec): 3 clusters
  Score: Raw -745428.302178 + Penalty 4246.929441 = -741181.372737
  nChanged 6
		SP:Iteration 29Q (1499.390000 sec): 3 clusters
  Score: Raw -745431.406544 + Penalty 4246.929441 = -741184.477103
  nChanged 6
		SP:Iteration 30Q (1499.410000 sec): 3 clusters
  Score: Raw -745434.196276 + Penalty 4246.929441 = -741187.266836
  nChanged 10
		SP:Iteration 31Q (1499.430000 sec): 3 clusters
  Score: Raw -745440.900583 + Penalty 4246.929441 = -741193.971143
  nChanged 8
		SP:Iteration 32Q (1499.450000 sec): 3 clusters
  Score: Raw -745444.771063 + Penalty 4246.929441 = -741197.841622
  nChanged 6
		SP:Iteration 33Q (1499.470000 sec): 3 clusters
  Score: Raw -745447.236129 + Penalty 4246.929441 = -741200.306688
  nChanged 4
		SP:Iteration 34Q (1499.490000 sec): 3 clusters
  Score: Raw -745449.348340 + Penalty 4246.929441 = -741202.418899
  nChanged 5
		SP:Iteration 35Q (1499.500000 sec): 3 clusters
  Score: Raw -745452.087731 + Penalty 4246.929441 = -741205.158290
  nChanged 5
		SP:Iteration 36Q (1499.520000 sec): 3 clusters
  Score: Raw -745454.784081 + Penalty 4246.929441 = -741207.854640
  nChanged 2
		SP:Iteration 37Q (1499.540000 sec): 3 clusters
  Score: Raw -745456.540867 + Penalty 4246.929441 = -741209.611426
  nChanged 1
		SP:Iteration 38Q (1499.560000 sec): 3 clusters
  Score: Raw -745457.350016 + Penalty 4246.929441 = -741210.420575
  nChanged 3
		SP:Iteration 39Q (1499.580000 sec): 3 clusters
  Score: Raw -745458.598652 + Penalty 4246.929441 = -741211.669211
  nChanged 0
		SP:Iteration 40F (1499.600000 sec): 3 clusters
  Score: Raw -745458.598652 + Penalty 4246.929441 = -741211.669211
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1499.600000 sec): 2 clusters
  Score: Raw -28187.196059 + Penalty 1371.298414 = -26815.897645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1499.600000 sec): 3 clusters
  Score: Raw -28498.329613 + Penalty 2742.596827 = -25755.732785
  nChanged 43
		SP:Iteration 1F (1499.610000 sec): 3 clusters
  Score: Raw -28802.858279 + Penalty 2742.596827 = -26060.261451
  nChanged 24
		SP:Iteration 2F (1499.610000 sec): 3 clusters
  Score: Raw -29034.327009 + Penalty 2742.596827 = -26291.730182
  nChanged 15
		SP:Iteration 3F (1499.610000 sec): 3 clusters
  Score: Raw -29135.634076 + Penalty 2742.596827 = -26393.037248
  nChanged 9
		SP:Iteration 4Q (1499.610000 sec): 3 clusters
  Score: Raw -29360.662608 + Penalty 2742.596827 = -26618.065780
  nChanged 6
		SP:Iteration 5Q (1499.610000 sec): 3 clusters
  Score: Raw -29461.585464 + Penalty 2742.596827 = -26718.988637
  nChanged 7
		SP:Iteration 6Q (1499.610000 sec): 3 clusters
  Score: Raw -29542.929278 + Penalty 2742.596827 = -26800.332451
  nChanged 3
		SP:Iteration 7Q (1499.610000 sec): 3 clusters
  Score: Raw -29570.020356 + Penalty 2742.596827 = -26827.423528
  nChanged 2
		SP:Iteration 8Q (1499.610000 sec): 3 clusters
  Score: Raw -29582.101960 + Penalty 2742.596827 = -26839.505133
  nChanged 1
		SP:Iteration 9Q (1499.610000 sec): 3 clusters
  Score: Raw -29586.759993 + Penalty 2742.596827 = -26844.163165
  nChanged 1
		SP:Iteration 10Q (1499.620000 sec): 3 clusters
  Score: Raw -29593.140613 + Penalty 2742.596827 = -26850.543785
  nChanged 0
		SP:Iteration 11F (1499.620000 sec): 3 clusters
  Score: Raw -29593.284712 + Penalty 2742.596827 = -26850.687885
  nChanged 1
		SP:Iteration 12Q (1499.620000 sec): 3 clusters
  Score: Raw -29611.467650 + Penalty 2742.596827 = -26868.870823
  nChanged 0
		SP:Iteration 13F (1499.620000 sec): 3 clusters
  Score: Raw -29611.467650 + Penalty 2742.596827 = -26868.870823
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 33.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (31290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1499.740000 sec): 2 clusters
  Score: Raw -4567338.807658 + Penalty 2567.061351 = -4564771.746307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1499.870000 sec): 3 clusters
  Score: Raw -4548657.662049 + Penalty 5134.122703 = -4543523.539346
  nChanged 14036
		SP:Iteration 1F (1500.000000 sec): 3 clusters
  Score: Raw -4556401.115939 + Penalty 5134.122703 = -4551266.993236
  nChanged 1513
		SP:Iteration 2Q (1500.130000 sec): 3 clusters
  Score: Raw -4556979.507727 + Penalty 5134.122703 = -4551845.385024
  nChanged 1565
		SP:Iteration 3F (1500.260000 sec): 3 clusters
  Score: Raw -4557767.163005 + Penalty 5134.122703 = -4552633.040302
  nChanged 1731
		SP:Iteration 4F (1500.380000 sec): 3 clusters
  Score: Raw -4558822.227851 + Penalty 5134.122703 = -4553688.105148
  nChanged 1970
		SP:Iteration 5F (1500.510000 sec): 3 clusters
  Score: Raw -4560154.141554 + Penalty 5134.122703 = -4555020.018851
  nChanged 2096
		SP:Iteration 6F (1500.640000 sec): 3 clusters
  Score: Raw -4561558.152117 + Penalty 5134.122703 = -4556424.029414
  nChanged 2070
		SP:Iteration 7F (1500.760000 sec): 3 clusters
  Score: Raw -4562929.855934 + Penalty 5134.122703 = -4557795.733231
  nChanged 1804
		SP:Iteration 8F (1500.890000 sec): 3 clusters
  Score: Raw -4564025.077353 + Penalty 5134.122703 = -4558890.954650
  nChanged 1361
		SP:Iteration 9Q (1501.020000 sec): 3 clusters
  Score: Raw -4564724.291283 + Penalty 5134.122703 = -4559590.168580
  nChanged 959
		SP:Iteration 10Q (1501.150000 sec): 3 clusters
  Score: Raw -4565116.503981 + Penalty 5134.122703 = -4559982.381278
  nChanged 649
		SP:Iteration 11Q (1501.280000 sec): 3 clusters
  Score: Raw -4565332.653532 + Penalty 5134.122703 = -4560198.530829
  nChanged 493
		SP:Iteration 12Q (1501.410000 sec): 3 clusters
  Score: Raw -4565490.087340 + Penalty 5134.122703 = -4560355.964637
  nChanged 433
		SP:Iteration 13Q (1501.540000 sec): 3 clusters
  Score: Raw -4565631.090146 + Penalty 5134.122703 = -4560496.967443
  nChanged 407
		SP:Iteration 14Q (1501.670000 sec): 3 clusters
  Score: Raw -4565761.481666 + Penalty 5134.122703 = -4560627.358963
  nChanged 380
		SP:Iteration 15Q (1501.800000 sec): 3 clusters
  Score: Raw -4565883.879931 + Penalty 5134.122703 = -4560749.757228
  nChanged 385
		SP:Iteration 16Q (1501.920000 sec): 3 clusters
  Score: Raw -4566024.748038 + Penalty 5134.122703 = -4560890.625335
  nChanged 373
		SP:Iteration 17Q (1502.050000 sec): 3 clusters
  Score: Raw -4566191.554037 + Penalty 5134.122703 = -4561057.431334
  nChanged 390
		SP:Iteration 18Q (1502.180000 sec): 3 clusters
  Score: Raw -4566489.067690 + Penalty 5134.122703 = -4561354.944987
  nChanged 411
		SP:Iteration 19Q (1502.300000 sec): 3 clusters
  Score: Raw -4566984.753804 + Penalty 5134.122703 = -4561850.631101
  nChanged 355
		SP:Iteration 20F (1502.430000 sec): 3 clusters
  Score: Raw -4567494.973479 + Penalty 5134.122703 = -4562360.850776
  nChanged 309
		SP:Iteration 21Q (1502.550000 sec): 3 clusters
  Score: Raw -4567854.336573 + Penalty 5134.122703 = -4562720.213870
  nChanged 274
		SP:Iteration 22Q (1502.660000 sec): 3 clusters
  Score: Raw -4568038.061789 + Penalty 5134.122703 = -4562903.939086
  nChanged 231
		SP:Iteration 23Q (1502.760000 sec): 3 clusters
  Score: Raw -4568154.323150 + Penalty 5134.122703 = -4563020.200447
  nChanged 174
		SP:Iteration 24Q (1502.870000 sec): 3 clusters
  Score: Raw -4568214.581324 + Penalty 5134.122703 = -4563080.458621
  nChanged 138
		SP:Iteration 25Q (1502.970000 sec): 3 clusters
  Score: Raw -4568254.138907 + Penalty 5134.122703 = -4563120.016204
  nChanged 124
		SP:Iteration 26Q (1503.070000 sec): 3 clusters
  Score: Raw -4568290.500967 + Penalty 5134.122703 = -4563156.378264
  nChanged 99
		SP:Iteration 27Q (1503.180000 sec): 3 clusters
  Score: Raw -4568316.922295 + Penalty 5134.122703 = -4563182.799592
  nChanged 81
		SP:Iteration 28Q (1503.280000 sec): 3 clusters
  Score: Raw -4568339.690555 + Penalty 5134.122703 = -4563205.567852
  nChanged 66
		SP:Iteration 29Q (1503.380000 sec): 3 clusters
  Score: Raw -4568354.390937 + Penalty 5134.122703 = -4563220.268234
  nChanged 59
		SP:Iteration 30Q (1503.480000 sec): 3 clusters
  Score: Raw -4568367.244669 + Penalty 5134.122703 = -4563233.121966
  nChanged 50
		SP:Iteration 31Q (1503.580000 sec): 3 clusters
  Score: Raw -4568376.733998 + Penalty 5134.122703 = -4563242.611295
  nChanged 44
		SP:Iteration 32Q (1503.680000 sec): 3 clusters
  Score: Raw -4568386.098761 + Penalty 5134.122703 = -4563251.976058
  nChanged 46
		SP:Iteration 33Q (1503.790000 sec): 3 clusters
  Score: Raw -4568396.311898 + Penalty 5134.122703 = -4563262.189195
  nChanged 36
		SP:Iteration 34Q (1503.890000 sec): 3 clusters
  Score: Raw -4568405.921465 + Penalty 5134.122703 = -4563271.798762
  nChanged 35
		SP:Iteration 35Q (1503.990000 sec): 3 clusters
  Score: Raw -4568413.154289 + Penalty 5134.122703 = -4563279.031586
  nChanged 22
		SP:Iteration 36Q (1504.080000 sec): 3 clusters
  Score: Raw -4568416.717683 + Penalty 5134.122703 = -4563282.594980
  nChanged 23
		SP:Iteration 37Q (1504.180000 sec): 3 clusters
  Score: Raw -4568420.544947 + Penalty 5134.122703 = -4563286.422244
  nChanged 19
		SP:Iteration 38Q (1504.280000 sec): 3 clusters
  Score: Raw -4568424.248386 + Penalty 5134.122703 = -4563290.125683
  nChanged 23
		SP:Iteration 39Q (1504.380000 sec): 3 clusters
  Score: Raw -4568428.355294 + Penalty 5134.122703 = -4563294.232591
  nChanged 19
		SP:Iteration 40F (1504.500000 sec): 3 clusters
  Score: Raw -4568431.025702 + Penalty 5134.122703 = -4563296.902999
  nChanged 15
		SP:Iteration 41Q (1504.600000 sec): 3 clusters
  Score: Raw -4568433.470830 + Penalty 5134.122703 = -4563299.348127
  nChanged 10
		SP:Iteration 42Q (1504.700000 sec): 3 clusters
  Score: Raw -4568434.749004 + Penalty 5134.122703 = -4563300.626301
  nChanged 6
		SP:Iteration 43Q (1504.800000 sec): 3 clusters
  Score: Raw -4568435.573426 + Penalty 5134.122703 = -4563301.450723
  nChanged 5
		SP:Iteration 44Q (1504.900000 sec): 3 clusters
  Score: Raw -4568436.469729 + Penalty 5134.122703 = -4563302.347026
  nChanged 8
		SP:Iteration 45Q (1505.000000 sec): 3 clusters
  Score: Raw -4568438.183457 + Penalty 5134.122703 = -4563304.060754
  nChanged 7
		SP:Iteration 46Q (1505.100000 sec): 3 clusters
  Score: Raw -4568439.575979 + Penalty 5134.122703 = -4563305.453276
  nChanged 9
		SP:Iteration 47Q (1505.200000 sec): 3 clusters
  Score: Raw -4568441.043884 + Penalty 5134.122703 = -4563306.921181
  nChanged 11
		SP:Iteration 48Q (1505.300000 sec): 3 clusters
  Score: Raw -4568442.553665 + Penalty 5134.122703 = -4563308.430962
  nChanged 5
		SP:Iteration 49Q (1505.410000 sec): 3 clusters
  Score: Raw -4568443.097508 + Penalty 5134.122703 = -4563308.974805
  nChanged 2
		SP:Iteration 50Q (1505.510000 sec): 3 clusters
  Score: Raw -4568443.265587 + Penalty 5134.122703 = -4563309.142884
  nChanged 0
		SP:Iteration 51F (1505.640000 sec): 3 clusters
  Score: Raw -4568443.265587 + Penalty 5134.122703 = -4563309.142884
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.650000 sec): 2 clusters
  Score: Raw -52879.326026 + Penalty 1478.967677 = -51400.358349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.660000 sec): 3 clusters
  Score: Raw -53107.559135 + Penalty 2957.935354 = -50149.623781
  nChanged 70
		SP:Iteration 1F (1505.660000 sec): 3 clusters
  Score: Raw -53314.957610 + Penalty 2957.935354 = -50357.022255
  nChanged 27
		SP:Iteration 2F (1505.660000 sec): 3 clusters
  Score: Raw -53427.461603 + Penalty 2957.935354 = -50469.526249
  nChanged 14
		SP:Iteration 3Q (1505.660000 sec): 3 clusters
  Score: Raw -53499.386606 + Penalty 2957.935354 = -50541.451251
  nChanged 9
		SP:Iteration 4Q (1505.660000 sec): 3 clusters
  Score: Raw -53543.574960 + Penalty 2957.935354 = -50585.639606
  nChanged 7
		SP:Iteration 5Q (1505.660000 sec): 3 clusters
  Score: Raw -53566.152281 + Penalty 2957.935354 = -50608.216927
  nChanged 3
		SP:Iteration 6Q (1505.660000 sec): 3 clusters
  Score: Raw -53571.084325 + Penalty 2957.935354 = -50613.148970
  nChanged 3
		SP:Iteration 7Q (1505.670000 sec): 3 clusters
  Score: Raw -53579.723107 + Penalty 2957.935354 = -50621.787753
  nChanged 1
		SP:Iteration 8Q (1505.670000 sec): 3 clusters
  Score: Raw -53583.962409 + Penalty 2957.935354 = -50626.027054
  nChanged 2
		SP:Iteration 9Q (1505.670000 sec): 3 clusters
  Score: Raw -53596.004512 + Penalty 2957.935354 = -50638.069158
  nChanged 2
		SP:Iteration 10Q (1505.670000 sec): 3 clusters
  Score: Raw -53599.704008 + Penalty 2957.935354 = -50641.768653
  nChanged 0
		SP:Iteration 11F (1505.670000 sec): 3 clusters
  Score: Raw -53599.704008 + Penalty 2957.935354 = -50641.768653
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 23 (597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.680000 sec): 2 clusters
  Score: Raw -76864.745267 + Penalty 1585.195444 = -75279.549823
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.680000 sec): 3 clusters
  Score: Raw -76870.675729 + Penalty 3170.390888 = -73700.284841
  nChanged 132
		SP:Iteration 1F (1505.680000 sec): 3 clusters
  Score: Raw -77169.395089 + Penalty 3170.390888 = -73999.004201
  nChanged 32
		SP:Iteration 2F (1505.680000 sec): 3 clusters
  Score: Raw -77285.654149 + Penalty 3170.390888 = -74115.263261
  nChanged 18
		SP:Iteration 3Q (1505.690000 sec): 3 clusters
  Score: Raw -77406.885014 + Penalty 3170.390888 = -74236.494126
  nChanged 19
		SP:Iteration 4Q (1505.690000 sec): 3 clusters
  Score: Raw -77457.905943 + Penalty 3170.390888 = -74287.515055
  nChanged 15
		SP:Iteration 5Q (1505.690000 sec): 3 clusters
  Score: Raw -77494.904994 + Penalty 3170.390888 = -74324.514106
  nChanged 10
		SP:Iteration 6Q (1505.690000 sec): 3 clusters
  Score: Raw -77532.721753 + Penalty 3170.390888 = -74362.330865
  nChanged 10
		SP:Iteration 7Q (1505.700000 sec): 3 clusters
  Score: Raw -77589.985971 + Penalty 3170.390888 = -74419.595083
  nChanged 8
		SP:Iteration 8Q (1505.700000 sec): 3 clusters
  Score: Raw -77641.761503 + Penalty 3170.390888 = -74471.370615
  nChanged 9
		SP:Iteration 9Q (1505.700000 sec): 3 clusters
  Score: Raw -77667.056582 + Penalty 3170.390888 = -74496.665693
  nChanged 6
		SP:Iteration 10Q (1505.700000 sec): 3 clusters
  Score: Raw -77711.116417 + Penalty 3170.390888 = -74540.725529
  nChanged 2
		SP:Iteration 11Q (1505.700000 sec): 3 clusters
  Score: Raw -77739.627961 + Penalty 3170.390888 = -74569.237073
  nChanged 3
		SP:Iteration 12Q (1505.710000 sec): 3 clusters
  Score: Raw -77744.232903 + Penalty 3170.390888 = -74573.842015
  nChanged 3
		SP:Iteration 13Q (1505.710000 sec): 3 clusters
  Score: Raw -77748.661213 + Penalty 3170.390888 = -74578.270325
  nChanged 0
		SP:Iteration 14F (1505.710000 sec): 3 clusters
  Score: Raw -77748.661213 + Penalty 3170.390888 = -74578.270325
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1776 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.720000 sec): 2 clusters
  Score: Raw -255120.713604 + Penalty 1855.565493 = -253265.148111
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.730000 sec): 3 clusters
  Score: Raw -254493.197884 + Penalty 3711.130986 = -250782.066898
  nChanged 546
		SP:Iteration 1F (1505.740000 sec): 3 clusters
  Score: Raw -254900.813710 + Penalty 3711.130986 = -251189.682724
  nChanged 127
		SP:Iteration 2F (1505.740000 sec): 3 clusters
  Score: Raw -255014.480262 + Penalty 3711.130986 = -251303.349276
  nChanged 72
		SP:Iteration 3Q (1505.750000 sec): 3 clusters
  Score: Raw -255082.634658 + Penalty 3711.130986 = -251371.503672
  nChanged 52
		SP:Iteration 4Q (1505.760000 sec): 3 clusters
  Score: Raw -255142.203270 + Penalty 3711.130986 = -251431.072284
  nChanged 47
		SP:Iteration 5Q (1505.760000 sec): 3 clusters
  Score: Raw -255192.289717 + Penalty 3711.130986 = -251481.158731
  nChanged 49
		SP:Iteration 6Q (1505.770000 sec): 3 clusters
  Score: Raw -255245.902878 + Penalty 3711.130986 = -251534.771892
  nChanged 56
		SP:Iteration 7Q (1505.780000 sec): 3 clusters
  Score: Raw -255312.911491 + Penalty 3711.130986 = -251601.780505
  nChanged 52
		SP:Iteration 8Q (1505.780000 sec): 3 clusters
  Score: Raw -255371.265475 + Penalty 3711.130986 = -251660.134489
  nChanged 42
		SP:Iteration 9Q (1505.790000 sec): 3 clusters
  Score: Raw -255418.569787 + Penalty 3711.130986 = -251707.438800
  nChanged 44
		SP:Iteration 10Q (1505.800000 sec): 3 clusters
  Score: Raw -255457.816349 + Penalty 3711.130986 = -251746.685363
  nChanged 45
		SP:Iteration 11Q (1505.800000 sec): 3 clusters
  Score: Raw -255504.661164 + Penalty 3711.130986 = -251793.530178
  nChanged 34
		SP:Iteration 12Q (1505.810000 sec): 3 clusters
  Score: Raw -255541.973676 + Penalty 3711.130986 = -251830.842689
  nChanged 25
		SP:Iteration 13Q (1505.820000 sec): 3 clusters
  Score: Raw -255564.549750 + Penalty 3711.130986 = -251853.418763
  nChanged 20
		SP:Iteration 14Q (1505.820000 sec): 3 clusters
  Score: Raw -255588.112825 + Penalty 3711.130986 = -251876.981838
  nChanged 23
		SP:Iteration 15Q (1505.830000 sec): 3 clusters
  Score: Raw -255612.032067 + Penalty 3711.130986 = -251900.901081
  nChanged 34
		SP:Iteration 16Q (1505.840000 sec): 3 clusters
  Score: Raw -255654.115186 + Penalty 3711.130986 = -251942.984200
  nChanged 25
		SP:Iteration 17Q (1505.850000 sec): 3 clusters
  Score: Raw -255686.946759 + Penalty 3711.130986 = -251975.815773
  nChanged 21
		SP:Iteration 18Q (1505.860000 sec): 3 clusters
  Score: Raw -255701.668627 + Penalty 3711.130986 = -251990.537641
  nChanged 8
		SP:Iteration 19Q (1505.860000 sec): 3 clusters
  Score: Raw -255709.961522 + Penalty 3711.130986 = -251998.830536
  nChanged 9
		SP:Iteration 20F (1505.870000 sec): 3 clusters
  Score: Raw -255717.744558 + Penalty 3711.130986 = -252006.613572
  nChanged 7
		SP:Iteration 21Q (1505.880000 sec): 3 clusters
  Score: Raw -255723.186102 + Penalty 3711.130986 = -252012.055116
  nChanged 2
		SP:Iteration 22Q (1505.880000 sec): 3 clusters
  Score: Raw -255726.447307 + Penalty 3711.130986 = -252015.316321
  nChanged 2
		SP:Iteration 23Q (1505.890000 sec): 3 clusters
  Score: Raw -255727.275967 + Penalty 3711.130986 = -252016.144981
  nChanged 1
		SP:Iteration 24Q (1505.900000 sec): 3 clusters
  Score: Raw -255728.098380 + Penalty 3711.130986 = -252016.967394
  nChanged 0
		SP:Iteration 25F (1505.900000 sec): 3 clusters
  Score: Raw -255728.098380 + Penalty 3711.130986 = -252016.967394
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.910000 sec): 2 clusters
  Score: Raw -14653.617785 + Penalty 1235.934442 = -13417.683343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.910000 sec): 3 clusters
  Score: Raw -15106.457535 + Penalty 2471.868884 = -12634.588651
  nChanged 19
		SP:Iteration 1F (1505.910000 sec): 3 clusters
  Score: Raw -15264.622646 + Penalty 2471.868884 = -12792.753762
  nChanged 6
		SP:Iteration 2Q (1505.910000 sec): 3 clusters
  Score: Raw -15345.229421 + Penalty 2471.868884 = -12873.360536
  nChanged 2
		SP:Iteration 3Q (1505.910000 sec): 3 clusters
  Score: Raw -15401.091939 + Penalty 2471.868884 = -12929.223054
  nChanged 0
		SP:Iteration 4F (1505.910000 sec): 3 clusters
  Score: Raw -15401.091939 + Penalty 2471.868884 = -12929.223054
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.920000 sec): 2 clusters
  Score: Raw -129928.921108 + Penalty 1708.113038 = -128220.808070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.920000 sec): 3 clusters
  Score: Raw -129702.610105 + Penalty 3416.226076 = -126286.384029
  nChanged 220
		SP:Iteration 1F (1505.920000 sec): 3 clusters
  Score: Raw -129989.833810 + Penalty 3416.226076 = -126573.607735
  nChanged 81
		SP:Iteration 2F (1505.930000 sec): 3 clusters
  Score: Raw -130120.518913 + Penalty 3416.226076 = -126704.292837
  nChanged 54
		SP:Iteration 3F (1505.930000 sec): 3 clusters
  Score: Raw -130212.599268 + Penalty 3416.226076 = -126796.373193
  nChanged 40
		SP:Iteration 4Q (1505.940000 sec): 3 clusters
  Score: Raw -130280.239762 + Penalty 3416.226076 = -126864.013687
  nChanged 33
		SP:Iteration 5Q (1505.940000 sec): 3 clusters
  Score: Raw -130342.732506 + Penalty 3416.226076 = -126926.506430
  nChanged 34
		SP:Iteration 6Q (1505.940000 sec): 3 clusters
  Score: Raw -130435.636209 + Penalty 3416.226076 = -127019.410133
  nChanged 42
		SP:Iteration 7Q (1505.950000 sec): 3 clusters
  Score: Raw -130576.699801 + Penalty 3416.226076 = -127160.473725
  nChanged 42
		SP:Iteration 8Q (1505.950000 sec): 3 clusters
  Score: Raw -130706.277060 + Penalty 3416.226076 = -127290.050984
  nChanged 44
		SP:Iteration 9Q (1505.960000 sec): 3 clusters
  Score: Raw -130827.902830 + Penalty 3416.226076 = -127411.676755
  nChanged 39
		SP:Iteration 10Q (1505.960000 sec): 3 clusters
  Score: Raw -130977.352186 + Penalty 3416.226076 = -127561.126110
  nChanged 33
		SP:Iteration 11Q (1505.960000 sec): 3 clusters
  Score: Raw -131070.213279 + Penalty 3416.226076 = -127653.987204
  nChanged 27
		SP:Iteration 12Q (1505.960000 sec): 3 clusters
  Score: Raw -131174.882442 + Penalty 3416.226076 = -127758.656366
  nChanged 15
		SP:Iteration 13Q (1505.970000 sec): 3 clusters
  Score: Raw -131240.631434 + Penalty 3416.226076 = -127824.405358
  nChanged 13
		SP:Iteration 14Q (1505.970000 sec): 3 clusters
  Score: Raw -131282.875823 + Penalty 3416.226076 = -127866.649748
  nChanged 9
		SP:Iteration 15Q (1505.980000 sec): 3 clusters
  Score: Raw -131300.773320 + Penalty 3416.226076 = -127884.547245
  nChanged 1
		SP:Iteration 16Q (1505.980000 sec): 3 clusters
  Score: Raw -131301.759803 + Penalty 3416.226076 = -127885.533727
  nChanged 1
		SP:Iteration 17Q (1505.980000 sec): 3 clusters
  Score: Raw -131303.310186 + Penalty 3416.226076 = -127887.084110
  nChanged 1
		SP:Iteration 18Q (1505.980000 sec): 3 clusters
  Score: Raw -131303.845306 + Penalty 3416.226076 = -127887.619230
  nChanged 0
		SP:Iteration 19F (1505.990000 sec): 3 clusters
  Score: Raw -131303.845306 + Penalty 3416.226076 = -127887.619230
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (157701 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1506.580000 sec): 2 clusters
  Score: Raw -22886003.896056 + Penalty 2968.177116 = -22883035.718940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1507.220000 sec): 3 clusters
  Score: Raw -22783547.779910 + Penalty 5936.354233 = -22777611.425678
  nChanged 75483
		SP:Iteration 1F (1507.860000 sec): 3 clusters
  Score: Raw -22827175.381459 + Penalty 5936.354233 = -22821239.027227
  nChanged 5138
		SP:Iteration 2Q (1508.530000 sec): 3 clusters
  Score: Raw -22828580.297710 + Penalty 5936.354233 = -22822643.943478
  nChanged 5855
		SP:Iteration 3Q (1509.190000 sec): 3 clusters
  Score: Raw -22830570.696208 + Penalty 5936.354233 = -22824634.341976
  nChanged 6925
		SP:Iteration 4Q (1509.840000 sec): 3 clusters
  Score: Raw -22833556.737623 + Penalty 5936.354233 = -22827620.383391
  nChanged 8528
		SP:Iteration 5F (1510.470000 sec): 3 clusters
  Score: Raw -22838270.005010 + Penalty 5936.354233 = -22832333.650777
  nChanged 10574
		SP:Iteration 6F (1511.110000 sec): 3 clusters
  Score: Raw -22845647.978851 + Penalty 5936.354233 = -22839711.624618
  nChanged 11962
		SP:Iteration 7F (1511.750000 sec): 3 clusters
  Score: Raw -22855510.097964 + Penalty 5936.354233 = -22849573.743731
  nChanged 11526
		SP:Iteration 8F (1512.390000 sec): 3 clusters
  Score: Raw -22865863.688049 + Penalty 5936.354233 = -22859927.333816
  nChanged 9236
		SP:Iteration 9F (1513.020000 sec): 3 clusters
  Score: Raw -22874336.269916 + Penalty 5936.354233 = -22868399.915683
  nChanged 6186
		SP:Iteration 10Q (1513.600000 sec): 3 clusters
  Score: Raw -22879925.605398 + Penalty 5936.354233 = -22873989.251165
  nChanged 3629
		SP:Iteration 11Q (1514.130000 sec): 3 clusters
  Score: Raw -22883092.416466 + Penalty 5936.354233 = -22877156.062233
  nChanged 1895
		SP:Iteration 12Q (1514.630000 sec): 3 clusters
  Score: Raw -22884697.190996 + Penalty 5936.354233 = -22878760.836764
  nChanged 941
		SP:Iteration 13Q (1515.110000 sec): 3 clusters
  Score: Raw -22885476.453895 + Penalty 5936.354233 = -22879540.099662
  nChanged 468
		SP:Iteration 14Q (1515.580000 sec): 3 clusters
  Score: Raw -22885822.543471 + Penalty 5936.354233 = -22879886.189238
  nChanged 278
		SP:Iteration 15Q (1516.030000 sec): 3 clusters
  Score: Raw -22886016.363948 + Penalty 5936.354233 = -22880080.009715
  nChanged 196
		SP:Iteration 16Q (1516.480000 sec): 3 clusters
  Score: Raw -22886153.659831 + Penalty 5936.354233 = -22880217.305598
  nChanged 145
		SP:Iteration 17Q (1516.930000 sec): 3 clusters
  Score: Raw -22886260.814112 + Penalty 5936.354233 = -22880324.459880
  nChanged 104
		SP:Iteration 18Q (1517.380000 sec): 3 clusters
  Score: Raw -22886332.798499 + Penalty 5936.354233 = -22880396.444267
  nChanged 71
		SP:Iteration 19Q (1517.840000 sec): 3 clusters
  Score: Raw -22886372.708397 + Penalty 5936.354233 = -22880436.354164
  nChanged 55
		SP:Iteration 20F (1518.470000 sec): 3 clusters
  Score: Raw -22886406.971829 + Penalty 5936.354233 = -22880470.617596
  nChanged 40
		SP:Iteration 21Q (1518.920000 sec): 3 clusters
  Score: Raw -22886429.333388 + Penalty 5936.354233 = -22880492.979156
  nChanged 25
		SP:Iteration 22Q (1519.360000 sec): 3 clusters
  Score: Raw -22886446.008472 + Penalty 5936.354233 = -22880509.654239
  nChanged 29
		SP:Iteration 23Q (1519.800000 sec): 3 clusters
  Score: Raw -22886463.552455 + Penalty 5936.354233 = -22880527.198222
  nChanged 21
		SP:Iteration 24Q (1520.250000 sec): 3 clusters
  Score: Raw -22886474.843766 + Penalty 5936.354233 = -22880538.489533
  nChanged 27
		SP:Iteration 25Q (1520.700000 sec): 3 clusters
  Score: Raw -22886488.421475 + Penalty 5936.354233 = -22880552.067242
  nChanged 16
		SP:Iteration 26Q (1521.150000 sec): 3 clusters
  Score: Raw -22886496.118108 + Penalty 5936.354233 = -22880559.763875
  nChanged 14
		SP:Iteration 27Q (1521.600000 sec): 3 clusters
  Score: Raw -22886506.008594 + Penalty 5936.354233 = -22880569.654362
  nChanged 10
		SP:Iteration 28Q (1522.040000 sec): 3 clusters
  Score: Raw -22886510.798218 + Penalty 5936.354233 = -22880574.443985
  nChanged 6
		SP:Iteration 29Q (1522.480000 sec): 3 clusters
  Score: Raw -22886513.522288 + Penalty 5936.354233 = -22880577.168055
  nChanged 6
		SP:Iteration 30Q (1522.930000 sec): 3 clusters
  Score: Raw -22886516.248093 + Penalty 5936.354233 = -22880579.893860
  nChanged 2
		SP:Iteration 31Q (1523.370000 sec): 3 clusters
  Score: Raw -22886517.180878 + Penalty 5936.354233 = -22880580.826645
  nChanged 0
		SP:Iteration 32F (1524.000000 sec): 3 clusters
  Score: Raw -22886517.180878 + Penalty 5936.354233 = -22880580.826645
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1524.070000 sec): 2 clusters
  Score: Raw -19289.578445 + Penalty 1302.563810 = -17987.014635
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1524.070000 sec): 3 clusters
  Score: Raw -19577.041855 + Penalty 2605.127620 = -16971.914234
  nChanged 31
		SP:Iteration 1F (1524.070000 sec): 3 clusters
  Score: Raw -19965.199257 + Penalty 2605.127620 = -17360.071637
  nChanged 8
		SP:Iteration 2Q (1524.070000 sec): 3 clusters
  Score: Raw -20071.261979 + Penalty 2605.127620 = -17466.134359
  nChanged 1
		SP:Iteration 3Q (1524.080000 sec): 3 clusters
  Score: Raw -20149.183370 + Penalty 2605.127620 = -17544.055750
  nChanged 5
		SP:Iteration 4Q (1524.080000 sec): 3 clusters
  Score: Raw -20184.307937 + Penalty 2605.127620 = -17579.180317
  nChanged 3
		SP:Iteration 5Q (1524.080000 sec): 3 clusters
  Score: Raw -20208.847846 + Penalty 2605.127620 = -17603.720226
  nChanged 0
		SP:Iteration 6F (1524.080000 sec): 3 clusters
  Score: Raw -20208.847846 + Penalty 2605.127620 = -17603.720226
  nChanged 0
Deleting Class 33 (55 points): Lose 2524.662799 but Gain 3374.686117
Iteration 99Q (1533.110000 sec): 33 clusters
  Score: Raw -117601335.162607 + Penalty 107989.955754 = -117493345.206853
  nChanged 3654
Iteration 100F (1569.010000 sec): 33 clusters
  Score: Raw -117603633.208219 + Penalty 107989.955754 = -117495643.252466
  nChanged 2855
Iteration 101Q (1578.970000 sec): 33 clusters
  Score: Raw -117604454.468454 + Penalty 107989.955754 = -117496464.512701
  nChanged 2446
Iteration 102Q (1588.870000 sec): 33 clusters
  Score: Raw -117604923.875370 + Penalty 107989.955754 = -117496933.919617
  nChanged 2187
Iteration 103Q (1598.700000 sec): 33 clusters
  Score: Raw -117605229.967103 + Penalty 107989.955754 = -117497240.011349
  nChanged 2038
Iteration 104Q (1608.550000 sec): 33 clusters
  Score: Raw -117605457.366369 + Penalty 107989.955754 = -117497467.410615
  nChanged 1904
Iteration 105Q (1618.400000 sec): 33 clusters
  Score: Raw -117605672.371568 + Penalty 107989.955754 = -117497682.415814
  nChanged 1854
Iteration 106Q (1628.210000 sec): 33 clusters
  Score: Raw -117605898.831567 + Penalty 107989.955754 = -117497908.875814
  nChanged 1882
Iteration 107Q (1638.020000 sec): 33 clusters
  Score: Raw -117606128.637376 + Penalty 107989.955754 = -117498138.681622
  nChanged 1844
Iteration 108Q (1647.460000 sec): 33 clusters
  Score: Raw -117606351.191918 + Penalty 107989.955754 = -117498361.236164
  nChanged 1763
Iteration 109Q (1656.800000 sec): 33 clusters
  Score: Raw -117606549.713768 + Penalty 107989.955754 = -117498559.758014
  nChanged 1720
Iteration 110Q (1666.140000 sec): 33 clusters
  Score: Raw -117606769.691684 + Penalty 107989.955754 = -117498779.735930
  nChanged 1646
Iteration 111Q (1675.540000 sec): 33 clusters
  Score: Raw -117606965.977612 + Penalty 107989.955754 = -117498976.021858
  nChanged 1597
Iteration 112Q (1684.990000 sec): 33 clusters
  Score: Raw -117607181.727067 + Penalty 107989.955754 = -117499191.771314
  nChanged 1608
Iteration 113Q (1694.340000 sec): 33 clusters
  Score: Raw -117607355.826916 + Penalty 107989.955754 = -117499365.871162
  nChanged 1558
Iteration 114Q (1703.760000 sec): 33 clusters
  Score: Raw -117607545.926061 + Penalty 107989.955754 = -117499555.970307
  nChanged 1497
Iteration 115Q (1713.080000 sec): 33 clusters
  Score: Raw -117607713.124950 + Penalty 107989.955754 = -117499723.169196
  nChanged 1435
Iteration 116Q (1722.440000 sec): 33 clusters
  Score: Raw -117607849.237108 + Penalty 107989.955754 = -117499859.281354
  nChanged 1441
Iteration 117Q (1731.760000 sec): 33 clusters
  Score: Raw -117607974.533090 + Penalty 107989.955754 = -117499984.577336
  nChanged 1401
Iteration 118Q (1741.110000 sec): 33 clusters
  Score: Raw -117608089.209063 + Penalty 107989.955754 = -117500099.253310
  nChanged 1357
Iteration 119Q (1750.500000 sec): 33 clusters
  Score: Raw -117608198.541876 + Penalty 107989.955754 = -117500208.586122
  nChanged 1305
Iteration 120F (1785.410000 sec): 33 clusters
  Score: Raw -117608374.855988 + Penalty 107989.955754 = -117500384.900235
  nChanged 1285
Iteration 121Q (1794.810000 sec): 33 clusters
  Score: Raw -117608597.910886 + Penalty 107989.955754 = -117500607.955133
  nChanged 1151
Iteration 122Q (1804.230000 sec): 33 clusters
  Score: Raw -117608709.029788 + Penalty 107989.955754 = -117500719.074034
  nChanged 1172
Iteration 123Q (1813.570000 sec): 33 clusters
  Score: Raw -117608809.040295 + Penalty 107989.955754 = -117500819.084542
  nChanged 1105
Iteration 124Q (1822.900000 sec): 33 clusters
  Score: Raw -117608887.350415 + Penalty 107989.955754 = -117500897.394661
  nChanged 1077
Iteration 125Q (1832.210000 sec): 33 clusters
  Score: Raw -117608958.502484 + Penalty 107989.955754 = -117500968.546731
  nChanged 1033
Iteration 126Q (1841.550000 sec): 33 clusters
  Score: Raw -117609020.491564 + Penalty 107989.955754 = -117501030.535810
  nChanged 984
Iteration 127Q (1850.930000 sec): 33 clusters
  Score: Raw -117609080.320041 + Penalty 107989.955754 = -117501090.364287
  nChanged 901
Iteration 128Q (1860.260000 sec): 33 clusters
  Score: Raw -117609132.583095 + Penalty 107989.955754 = -117501142.627341
  nChanged 849
Iteration 129Q (1869.580000 sec): 33 clusters
  Score: Raw -117609180.870071 + Penalty 107989.955754 = -117501190.914317
  nChanged 819
Iteration 130Q (1878.940000 sec): 33 clusters
  Score: Raw -117609226.201677 + Penalty 107989.955754 = -117501236.245924
  nChanged 821
Iteration 131Q (1888.370000 sec): 33 clusters
  Score: Raw -117609269.381969 + Penalty 107989.955754 = -117501279.426215
  nChanged 765
Iteration 132Q (1898.310000 sec): 33 clusters
  Score: Raw -117609311.155764 + Penalty 107989.955754 = -117501321.200010
  nChanged 741
Iteration 133Q (1908.140000 sec): 33 clusters
  Score: Raw -117609347.469718 + Penalty 107989.955754 = -117501357.513964
  nChanged 686
Iteration 134Q (1916.420000 sec): 33 clusters
  Score: Raw -117609378.767976 + Penalty 107989.955754 = -117501388.812223
  nChanged 653
Iteration 135Q (1924.590000 sec): 33 clusters
  Score: Raw -117609408.107300 + Penalty 107989.955754 = -117501418.151546
  nChanged 630
Iteration 136Q (1932.510000 sec): 33 clusters
  Score: Raw -117609436.485850 + Penalty 107989.955754 = -117501446.530096
  nChanged 599
Iteration 137Q (1940.440000 sec): 33 clusters
  Score: Raw -117609462.687380 + Penalty 107989.955754 = -117501472.731627
  nChanged 572
Iteration 138Q (1948.330000 sec): 33 clusters
  Score: Raw -117609485.500876 + Penalty 107989.955754 = -117501495.545123
  nChanged 546
Writing temp clu file 
Because OldScore, -117501472.731627, is greater than current (better) Score,-117501495.545123 
 Compute initial score before splitting:   Score: Raw -117609485.500876 + Penalty 107989.955754 = -117501495.545123
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.480000 sec): 2 clusters
  Score: Raw -122761.033076 + Penalty 1666.315262 = -121094.717813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.480000 sec): 3 clusters
  Score: Raw -122584.455137 + Penalty 3332.630525 = -119251.824612
  nChanged 191
		SP:Iteration 1F (1948.490000 sec): 3 clusters
  Score: Raw -122830.838139 + Penalty 3332.630525 = -119498.207614
  nChanged 59
		SP:Iteration 2F (1948.490000 sec): 3 clusters
  Score: Raw -122920.339711 + Penalty 3332.630525 = -119587.709187
  nChanged 18
		SP:Iteration 3Q (1948.500000 sec): 3 clusters
  Score: Raw -122947.329868 + Penalty 3332.630525 = -119614.699343
  nChanged 11
		SP:Iteration 4Q (1948.500000 sec): 3 clusters
  Score: Raw -122965.399665 + Penalty 3332.630525 = -119632.769141
  nChanged 2
		SP:Iteration 5Q (1948.500000 sec): 3 clusters
  Score: Raw -122968.075764 + Penalty 3332.630525 = -119635.445239
  nChanged 3
		SP:Iteration 6Q (1948.500000 sec): 3 clusters
  Score: Raw -122973.226766 + Penalty 3332.630525 = -119640.596242
  nChanged 2
		SP:Iteration 7Q (1948.510000 sec): 3 clusters
  Score: Raw -122975.394227 + Penalty 3332.630525 = -119642.763702
  nChanged 1
		SP:Iteration 8Q (1948.510000 sec): 3 clusters
  Score: Raw -122978.285710 + Penalty 3332.630525 = -119645.655186
  nChanged 1
		SP:Iteration 9Q (1948.510000 sec): 3 clusters
  Score: Raw -122979.619761 + Penalty 3332.630525 = -119646.989237
  nChanged 0
		SP:Iteration 10F (1948.520000 sec): 3 clusters
  Score: Raw -122979.619761 + Penalty 3332.630525 = -119646.989237
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.520000 sec): 2 clusters
  Score: Raw -179904.369306 + Penalty 1762.234960 = -178142.134345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.530000 sec): 3 clusters
  Score: Raw -179558.160966 + Penalty 3524.469920 = -176033.691046
  nChanged 339
		SP:Iteration 1F (1948.530000 sec): 3 clusters
  Score: Raw -179955.082612 + Penalty 3524.469920 = -176430.612692
  nChanged 95
		SP:Iteration 2F (1948.540000 sec): 3 clusters
  Score: Raw -180117.788638 + Penalty 3524.469920 = -176593.318718
  nChanged 73
		SP:Iteration 3F (1948.540000 sec): 3 clusters
  Score: Raw -180234.076097 + Penalty 3524.469920 = -176709.606177
  nChanged 55
		SP:Iteration 4Q (1948.550000 sec): 3 clusters
  Score: Raw -180325.891170 + Penalty 3524.469920 = -176801.421250
  nChanged 54
		SP:Iteration 5Q (1948.550000 sec): 3 clusters
  Score: Raw -180434.509505 + Penalty 3524.469920 = -176910.039585
  nChanged 42
		SP:Iteration 6Q (1948.560000 sec): 3 clusters
  Score: Raw -180511.603525 + Penalty 3524.469920 = -176987.133605
  nChanged 31
		SP:Iteration 7Q (1948.560000 sec): 3 clusters
  Score: Raw -180560.030250 + Penalty 3524.469920 = -177035.560330
  nChanged 22
		SP:Iteration 8Q (1948.560000 sec): 3 clusters
  Score: Raw -180590.635345 + Penalty 3524.469920 = -177066.165424
  nChanged 12
		SP:Iteration 9Q (1948.570000 sec): 3 clusters
  Score: Raw -180605.850145 + Penalty 3524.469920 = -177081.380225
  nChanged 4
		SP:Iteration 10Q (1948.580000 sec): 3 clusters
  Score: Raw -180613.314043 + Penalty 3524.469920 = -177088.844122
  nChanged 5
		SP:Iteration 11Q (1948.580000 sec): 3 clusters
  Score: Raw -180618.747225 + Penalty 3524.469920 = -177094.277304
  nChanged 4
		SP:Iteration 12Q (1948.580000 sec): 3 clusters
  Score: Raw -180623.706051 + Penalty 3524.469920 = -177099.236130
  nChanged 3
		SP:Iteration 13Q (1948.590000 sec): 3 clusters
  Score: Raw -180628.356503 + Penalty 3524.469920 = -177103.886583
  nChanged 3
		SP:Iteration 14Q (1948.590000 sec): 3 clusters
  Score: Raw -180631.257036 + Penalty 3524.469920 = -177106.787116
  nChanged 4
		SP:Iteration 15Q (1948.600000 sec): 3 clusters
  Score: Raw -180636.594247 + Penalty 3524.469920 = -177112.124327
  nChanged 2
		SP:Iteration 16Q (1948.600000 sec): 3 clusters
  Score: Raw -180638.301494 + Penalty 3524.469920 = -177113.831574
  nChanged 2
		SP:Iteration 17Q (1948.600000 sec): 3 clusters
  Score: Raw -180639.875530 + Penalty 3524.469920 = -177115.405610
  nChanged 0
		SP:Iteration 18F (1948.610000 sec): 3 clusters
  Score: Raw -180639.875530 + Penalty 3524.469920 = -177115.405610
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.610000 sec): 2 clusters
  Score: Raw -23069.023176 + Penalty 1302.563810 = -21766.459365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.610000 sec): 3 clusters
  Score: Raw -23468.295910 + Penalty 2605.127620 = -20863.168290
  nChanged 30
		SP:Iteration 1F (1948.620000 sec): 3 clusters
  Score: Raw -23660.517092 + Penalty 2605.127620 = -21055.389472
  nChanged 3
		SP:Iteration 2Q (1948.620000 sec): 3 clusters
  Score: Raw -23678.801711 + Penalty 2605.127620 = -21073.674091
  nChanged 3
		SP:Iteration 3Q (1948.620000 sec): 3 clusters
  Score: Raw -23698.415717 + Penalty 2605.127620 = -21093.288097
  nChanged 0
		SP:Iteration 4F (1948.620000 sec): 3 clusters
  Score: Raw -23698.415717 + Penalty 2605.127620 = -21093.288097
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (1799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.620000 sec): 2 clusters
  Score: Raw -263929.950123 + Penalty 1858.756586 = -262071.193537
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.630000 sec): 3 clusters
  Score: Raw -263313.669945 + Penalty 3717.513172 = -259596.156773
  nChanged 566
		SP:Iteration 1F (1948.640000 sec): 3 clusters
  Score: Raw -263730.088507 + Penalty 3717.513172 = -260012.575335
  nChanged 125
		SP:Iteration 2F (1948.650000 sec): 3 clusters
  Score: Raw -263832.817267 + Penalty 3717.513172 = -260115.304095
  nChanged 56
		SP:Iteration 3Q (1948.650000 sec): 3 clusters
  Score: Raw -263875.909010 + Penalty 3717.513172 = -260158.395838
  nChanged 37
		SP:Iteration 4Q (1948.660000 sec): 3 clusters
  Score: Raw -263906.370235 + Penalty 3717.513172 = -260188.857063
  nChanged 24
		SP:Iteration 5Q (1948.670000 sec): 3 clusters
  Score: Raw -263922.328927 + Penalty 3717.513172 = -260204.815755
  nChanged 23
		SP:Iteration 6Q (1948.680000 sec): 3 clusters
  Score: Raw -263940.306797 + Penalty 3717.513172 = -260222.793625
  nChanged 15
		SP:Iteration 7Q (1948.680000 sec): 3 clusters
  Score: Raw -263950.265884 + Penalty 3717.513172 = -260232.752712
  nChanged 12
		SP:Iteration 8Q (1948.690000 sec): 3 clusters
  Score: Raw -263957.777165 + Penalty 3717.513172 = -260240.263993
  nChanged 7
		SP:Iteration 9Q (1948.700000 sec): 3 clusters
  Score: Raw -263964.085277 + Penalty 3717.513172 = -260246.572105
  nChanged 8
		SP:Iteration 10Q (1948.700000 sec): 3 clusters
  Score: Raw -263968.763969 + Penalty 3717.513172 = -260251.250797
  nChanged 9
		SP:Iteration 11Q (1948.710000 sec): 3 clusters
  Score: Raw -263975.964076 + Penalty 3717.513172 = -260258.450904
  nChanged 7
		SP:Iteration 12Q (1948.720000 sec): 3 clusters
  Score: Raw -263980.264560 + Penalty 3717.513172 = -260262.751388
  nChanged 6
		SP:Iteration 13Q (1948.720000 sec): 3 clusters
  Score: Raw -263984.638158 + Penalty 3717.513172 = -260267.124986
  nChanged 9
		SP:Iteration 14Q (1948.730000 sec): 3 clusters
  Score: Raw -263991.788326 + Penalty 3717.513172 = -260274.275154
  nChanged 8
		SP:Iteration 15Q (1948.740000 sec): 3 clusters
  Score: Raw -263997.842809 + Penalty 3717.513172 = -260280.329637
  nChanged 6
		SP:Iteration 16Q (1948.740000 sec): 3 clusters
  Score: Raw -264000.793648 + Penalty 3717.513172 = -260283.280476
  nChanged 3
		SP:Iteration 17Q (1948.750000 sec): 3 clusters
  Score: Raw -264002.307114 + Penalty 3717.513172 = -260284.793942
  nChanged 4
		SP:Iteration 18Q (1948.760000 sec): 3 clusters
  Score: Raw -264004.342043 + Penalty 3717.513172 = -260286.828871
  nChanged 5
		SP:Iteration 19Q (1948.760000 sec): 3 clusters
  Score: Raw -264007.813814 + Penalty 3717.513172 = -260290.300642
  nChanged 5
		SP:Iteration 20F (1948.770000 sec): 3 clusters
  Score: Raw -264011.262733 + Penalty 3717.513172 = -260293.749561
  nChanged 5
		SP:Iteration 21Q (1948.780000 sec): 3 clusters
  Score: Raw -264013.529379 + Penalty 3717.513172 = -260296.016207
  nChanged 0
		SP:Iteration 22F (1948.790000 sec): 3 clusters
  Score: Raw -264013.529379 + Penalty 3717.513172 = -260296.016207
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.790000 sec): 2 clusters
  Score: Raw -74510.919430 + Penalty 1556.607585 = -72954.311845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.790000 sec): 3 clusters
  Score: Raw -74570.559582 + Penalty 3113.215171 = -71457.344411
  nChanged 97
		SP:Iteration 1F (1948.800000 sec): 3 clusters
  Score: Raw -74714.980255 + Penalty 3113.215171 = -71601.765084
  nChanged 13
		SP:Iteration 2Q (1948.800000 sec): 3 clusters
  Score: Raw -74749.455089 + Penalty 3113.215171 = -71636.239918
  nChanged 10
		SP:Iteration 3Q (1948.800000 sec): 3 clusters
  Score: Raw -74776.693986 + Penalty 3113.215171 = -71663.478815
  nChanged 6
		SP:Iteration 4Q (1948.800000 sec): 3 clusters
  Score: Raw -74784.207336 + Penalty 3113.215171 = -71670.992166
  nChanged 0
		SP:Iteration 5F (1948.800000 sec): 3 clusters
  Score: Raw -74784.207336 + Penalty 3113.215171 = -71670.992166
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17742 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.880000 sec): 2 clusters
  Score: Raw -2450377.827892 + Penalty 2426.355117 = -2447951.472775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.950000 sec): 3 clusters
  Score: Raw -2440132.560776 + Penalty 4852.710235 = -2435279.850541
  nChanged 7804
		SP:Iteration 1F (1949.020000 sec): 3 clusters
  Score: Raw -2444488.012558 + Penalty 4852.710235 = -2439635.302323
  nChanged 1085
		SP:Iteration 2F (1949.100000 sec): 3 clusters
  Score: Raw -2445054.433371 + Penalty 4852.710235 = -2440201.723136
  nChanged 1033
		SP:Iteration 3F (1949.170000 sec): 3 clusters
  Score: Raw -2445653.964421 + Penalty 4852.710235 = -2440801.254187
  nChanged 1045
		SP:Iteration 4F (1949.240000 sec): 3 clusters
  Score: Raw -2446366.813202 + Penalty 4852.710235 = -2441514.102968
  nChanged 1094
		SP:Iteration 5F (1949.310000 sec): 3 clusters
  Score: Raw -2447126.813230 + Penalty 4852.710235 = -2442274.102996
  nChanged 1076
		SP:Iteration 6F (1949.380000 sec): 3 clusters
  Score: Raw -2447917.881384 + Penalty 4852.710235 = -2443065.171150
  nChanged 994
		SP:Iteration 7F (1949.460000 sec): 3 clusters
  Score: Raw -2448656.371503 + Penalty 4852.710235 = -2443803.661269
  nChanged 831
		SP:Iteration 8Q (1949.530000 sec): 3 clusters
  Score: Raw -2449293.755412 + Penalty 4852.710235 = -2444441.045177
  nChanged 739
		SP:Iteration 9Q (1949.600000 sec): 3 clusters
  Score: Raw -2449778.258028 + Penalty 4852.710235 = -2444925.547794
  nChanged 565
		SP:Iteration 10Q (1949.670000 sec): 3 clusters
  Score: Raw -2450065.627063 + Penalty 4852.710235 = -2445212.916829
  nChanged 377
		SP:Iteration 11Q (1949.740000 sec): 3 clusters
  Score: Raw -2450212.449090 + Penalty 4852.710235 = -2445359.738855
  nChanged 251
		SP:Iteration 12Q (1949.810000 sec): 3 clusters
  Score: Raw -2450286.251026 + Penalty 4852.710235 = -2445433.540791
  nChanged 170
		SP:Iteration 13Q (1949.880000 sec): 3 clusters
  Score: Raw -2450327.878917 + Penalty 4852.710235 = -2445475.168683
  nChanged 132
		SP:Iteration 14Q (1949.940000 sec): 3 clusters
  Score: Raw -2450360.655961 + Penalty 4852.710235 = -2445507.945727
  nChanged 115
		SP:Iteration 15Q (1950.010000 sec): 3 clusters
  Score: Raw -2450394.167371 + Penalty 4852.710235 = -2445541.457137
  nChanged 122
		SP:Iteration 16Q (1950.070000 sec): 3 clusters
  Score: Raw -2450427.396162 + Penalty 4852.710235 = -2445574.685927
  nChanged 103
		SP:Iteration 17Q (1950.130000 sec): 3 clusters
  Score: Raw -2450451.502585 + Penalty 4852.710235 = -2445598.792350
  nChanged 89
		SP:Iteration 18Q (1950.190000 sec): 3 clusters
  Score: Raw -2450469.420976 + Penalty 4852.710235 = -2445616.710741
  nChanged 86
		SP:Iteration 19Q (1950.250000 sec): 3 clusters
  Score: Raw -2450486.917746 + Penalty 4852.710235 = -2445634.207511
  nChanged 80
		SP:Iteration 20F (1950.310000 sec): 3 clusters
  Score: Raw -2450500.847311 + Penalty 4852.710235 = -2445648.137076
  nChanged 73
		SP:Iteration 21Q (1950.370000 sec): 3 clusters
  Score: Raw -2450513.368525 + Penalty 4852.710235 = -2445660.658290
  nChanged 61
		SP:Iteration 22Q (1950.430000 sec): 3 clusters
  Score: Raw -2450523.910924 + Penalty 4852.710235 = -2445671.200690
  nChanged 54
		SP:Iteration 23Q (1950.490000 sec): 3 clusters
  Score: Raw -2450533.108228 + Penalty 4852.710235 = -2445680.397993
  nChanged 55
		SP:Iteration 24Q (1950.550000 sec): 3 clusters
  Score: Raw -2450543.247808 + Penalty 4852.710235 = -2445690.537573
  nChanged 45
		SP:Iteration 25Q (1950.610000 sec): 3 clusters
  Score: Raw -2450550.686741 + Penalty 4852.710235 = -2445697.976506
  nChanged 34
		SP:Iteration 26Q (1950.670000 sec): 3 clusters
  Score: Raw -2450556.469434 + Penalty 4852.710235 = -2445703.759200
  nChanged 33
		SP:Iteration 27Q (1950.730000 sec): 3 clusters
  Score: Raw -2450561.487419 + Penalty 4852.710235 = -2445708.777184
  nChanged 30
		SP:Iteration 28Q (1950.790000 sec): 3 clusters
  Score: Raw -2450565.572900 + Penalty 4852.710235 = -2445712.862665
  nChanged 27
		SP:Iteration 29Q (1950.840000 sec): 3 clusters
  Score: Raw -2450568.738584 + Penalty 4852.710235 = -2445716.028349
  nChanged 23
		SP:Iteration 30Q (1950.900000 sec): 3 clusters
  Score: Raw -2450571.581164 + Penalty 4852.710235 = -2445718.870929
  nChanged 15
		SP:Iteration 31Q (1950.960000 sec): 3 clusters
  Score: Raw -2450573.261941 + Penalty 4852.710235 = -2445720.551706
  nChanged 17
		SP:Iteration 32Q (1951.020000 sec): 3 clusters
  Score: Raw -2450574.720513 + Penalty 4852.710235 = -2445722.010279
  nChanged 14
		SP:Iteration 33Q (1951.080000 sec): 3 clusters
  Score: Raw -2450575.964278 + Penalty 4852.710235 = -2445723.254043
  nChanged 17
		SP:Iteration 34Q (1951.140000 sec): 3 clusters
  Score: Raw -2450577.696330 + Penalty 4852.710235 = -2445724.986095
  nChanged 16
		SP:Iteration 35Q (1951.200000 sec): 3 clusters
  Score: Raw -2450579.514559 + Penalty 4852.710235 = -2445726.804324
  nChanged 11
		SP:Iteration 36Q (1951.260000 sec): 3 clusters
  Score: Raw -2450580.913396 + Penalty 4852.710235 = -2445728.203161
  nChanged 17
		SP:Iteration 37Q (1951.320000 sec): 3 clusters
  Score: Raw -2450582.930685 + Penalty 4852.710235 = -2445730.220450
  nChanged 16
		SP:Iteration 38Q (1951.380000 sec): 3 clusters
  Score: Raw -2450584.984883 + Penalty 4852.710235 = -2445732.274648
  nChanged 19
		SP:Iteration 39Q (1951.440000 sec): 3 clusters
  Score: Raw -2450587.377420 + Penalty 4852.710235 = -2445734.667186
  nChanged 19
		SP:Iteration 40F (1951.500000 sec): 3 clusters
  Score: Raw -2450590.031585 + Penalty 4852.710235 = -2445737.321350
  nChanged 30
		SP:Iteration 41Q (1951.560000 sec): 3 clusters
  Score: Raw -2450594.200474 + Penalty 4852.710235 = -2445741.490239
  nChanged 32
		SP:Iteration 42Q (1951.620000 sec): 3 clusters
  Score: Raw -2450598.651168 + Penalty 4852.710235 = -2445745.940933
  nChanged 28
		SP:Iteration 43Q (1951.680000 sec): 3 clusters
  Score: Raw -2450602.496432 + Penalty 4852.710235 = -2445749.786197
  nChanged 29
		SP:Iteration 44Q (1951.730000 sec): 3 clusters
  Score: Raw -2450606.729651 + Penalty 4852.710235 = -2445754.019416
  nChanged 24
		SP:Iteration 45Q (1951.790000 sec): 3 clusters
  Score: Raw -2450609.441103 + Penalty 4852.710235 = -2445756.730868
  nChanged 27
		SP:Iteration 46Q (1951.850000 sec): 3 clusters
  Score: Raw -2450613.026077 + Penalty 4852.710235 = -2445760.315843
  nChanged 18
		SP:Iteration 47Q (1951.910000 sec): 3 clusters
  Score: Raw -2450615.332158 + Penalty 4852.710235 = -2445762.621924
  nChanged 24
		SP:Iteration 48Q (1951.970000 sec): 3 clusters
  Score: Raw -2450618.663737 + Penalty 4852.710235 = -2445765.953503
  nChanged 14
		SP:Iteration 49Q (1952.030000 sec): 3 clusters
  Score: Raw -2450620.601976 + Penalty 4852.710235 = -2445767.891741
  nChanged 14
		SP:Iteration 50Q (1952.090000 sec): 3 clusters
  Score: Raw -2450622.128231 + Penalty 4852.710235 = -2445769.417997
  nChanged 10
		SP:Iteration 51Q (1952.150000 sec): 3 clusters
  Score: Raw -2450623.553854 + Penalty 4852.710235 = -2445770.843619
  nChanged 12
		SP:Iteration 52Q (1952.200000 sec): 3 clusters
  Score: Raw -2450625.665676 + Penalty 4852.710235 = -2445772.955442
  nChanged 18
		SP:Iteration 53Q (1952.260000 sec): 3 clusters
  Score: Raw -2450628.807578 + Penalty 4852.710235 = -2445776.097344
  nChanged 16
		SP:Iteration 54Q (1952.320000 sec): 3 clusters
  Score: Raw -2450631.316380 + Penalty 4852.710235 = -2445778.606145
  nChanged 17
		SP:Iteration 55Q (1952.380000 sec): 3 clusters
  Score: Raw -2450633.832652 + Penalty 4852.710235 = -2445781.122417
  nChanged 14
		SP:Iteration 56Q (1952.440000 sec): 3 clusters
  Score: Raw -2450635.568950 + Penalty 4852.710235 = -2445782.858716
  nChanged 14
		SP:Iteration 57Q (1952.500000 sec): 3 clusters
  Score: Raw -2450637.545969 + Penalty 4852.710235 = -2445784.835734
  nChanged 18
		SP:Iteration 58Q (1952.560000 sec): 3 clusters
  Score: Raw -2450639.745101 + Penalty 4852.710235 = -2445787.034866
  nChanged 23
		SP:Iteration 59Q (1952.620000 sec): 3 clusters
  Score: Raw -2450642.123275 + Penalty 4852.710235 = -2445789.413040
  nChanged 24
		SP:Iteration 60F (1952.680000 sec): 3 clusters
  Score: Raw -2450645.014497 + Penalty 4852.710235 = -2445792.304262
  nChanged 21
		SP:Iteration 61Q (1952.740000 sec): 3 clusters
  Score: Raw -2450647.938056 + Penalty 4852.710235 = -2445795.227822
  nChanged 22
		SP:Iteration 62Q (1952.800000 sec): 3 clusters
  Score: Raw -2450651.331196 + Penalty 4852.710235 = -2445798.620961
  nChanged 20
		SP:Iteration 63Q (1952.860000 sec): 3 clusters
  Score: Raw -2450653.792697 + Penalty 4852.710235 = -2445801.082463
  nChanged 14
		SP:Iteration 64Q (1952.920000 sec): 3 clusters
  Score: Raw -2450655.420919 + Penalty 4852.710235 = -2445802.710684
  nChanged 21
		SP:Iteration 65Q (1952.980000 sec): 3 clusters
  Score: Raw -2450657.306683 + Penalty 4852.710235 = -2445804.596448
  nChanged 18
		SP:Iteration 66Q (1953.040000 sec): 3 clusters
  Score: Raw -2450659.135051 + Penalty 4852.710235 = -2445806.424817
  nChanged 18
		SP:Iteration 67Q (1953.100000 sec): 3 clusters
  Score: Raw -2450661.810833 + Penalty 4852.710235 = -2445809.100599
  nChanged 17
		SP:Iteration 68Q (1953.150000 sec): 3 clusters
  Score: Raw -2450664.187777 + Penalty 4852.710235 = -2445811.477543
  nChanged 22
		SP:Iteration 69Q (1953.210000 sec): 3 clusters
  Score: Raw -2450667.483541 + Penalty 4852.710235 = -2445814.773306
  nChanged 24
		SP:Iteration 70Q (1953.270000 sec): 3 clusters
  Score: Raw -2450671.338922 + Penalty 4852.710235 = -2445818.628687
  nChanged 26
		SP:Iteration 71Q (1953.330000 sec): 3 clusters
  Score: Raw -2450675.781209 + Penalty 4852.710235 = -2445823.070975
  nChanged 26
		SP:Iteration 72Q (1953.380000 sec): 3 clusters
  Score: Raw -2450679.687892 + Penalty 4852.710235 = -2445826.977657
  nChanged 21
		SP:Iteration 73Q (1953.440000 sec): 3 clusters
  Score: Raw -2450683.210822 + Penalty 4852.710235 = -2445830.500587
  nChanged 26
		SP:Iteration 74Q (1953.500000 sec): 3 clusters
  Score: Raw -2450687.402034 + Penalty 4852.710235 = -2445834.691799
  nChanged 27
		SP:Iteration 75Q (1953.560000 sec): 3 clusters
  Score: Raw -2450693.735940 + Penalty 4852.710235 = -2445841.025705
  nChanged 31
		SP:Iteration 76Q (1953.620000 sec): 3 clusters
  Score: Raw -2450698.637271 + Penalty 4852.710235 = -2445845.927036
  nChanged 27
		SP:Iteration 77Q (1953.680000 sec): 3 clusters
  Score: Raw -2450702.515893 + Penalty 4852.710235 = -2445849.805658
  nChanged 30
		SP:Iteration 78Q (1953.730000 sec): 3 clusters
  Score: Raw -2450707.550181 + Penalty 4852.710235 = -2445854.839947
  nChanged 26
		SP:Iteration 79Q (1953.790000 sec): 3 clusters
  Score: Raw -2450713.590018 + Penalty 4852.710235 = -2445860.879783
  nChanged 34
		SP:Iteration 80F (1953.850000 sec): 3 clusters
  Score: Raw -2450719.579372 + Penalty 4852.710235 = -2445866.869138
  nChanged 33
		SP:Iteration 81Q (1953.910000 sec): 3 clusters
  Score: Raw -2450725.558360 + Penalty 4852.710235 = -2445872.848125
  nChanged 37
		SP:Iteration 82Q (1953.970000 sec): 3 clusters
  Score: Raw -2450732.581026 + Penalty 4852.710235 = -2445879.870791
  nChanged 39
		SP:Iteration 83Q (1954.030000 sec): 3 clusters
  Score: Raw -2450742.663391 + Penalty 4852.710235 = -2445889.953156
  nChanged 48
		SP:Iteration 84Q (1954.090000 sec): 3 clusters
  Score: Raw -2450751.425428 + Penalty 4852.710235 = -2445898.715193
  nChanged 39
		SP:Iteration 85Q (1954.140000 sec): 3 clusters
  Score: Raw -2450758.334816 + Penalty 4852.710235 = -2445905.624581
  nChanged 29
		SP:Iteration 86Q (1954.200000 sec): 3 clusters
  Score: Raw -2450763.132205 + Penalty 4852.710235 = -2445910.421971
  nChanged 19
		SP:Iteration 87Q (1954.260000 sec): 3 clusters
  Score: Raw -2450765.785210 + Penalty 4852.710235 = -2445913.074976
  nChanged 14
		SP:Iteration 88Q (1954.320000 sec): 3 clusters
  Score: Raw -2450768.206852 + Penalty 4852.710235 = -2445915.496618
  nChanged 16
		SP:Iteration 89Q (1954.370000 sec): 3 clusters
  Score: Raw -2450770.583502 + Penalty 4852.710235 = -2445917.873267
  nChanged 18
		SP:Iteration 90Q (1954.430000 sec): 3 clusters
  Score: Raw -2450773.198764 + Penalty 4852.710235 = -2445920.488530
  nChanged 19
		SP:Iteration 91Q (1954.480000 sec): 3 clusters
  Score: Raw -2450775.576873 + Penalty 4852.710235 = -2445922.866638
  nChanged 20
		SP:Iteration 92Q (1954.540000 sec): 3 clusters
  Score: Raw -2450778.260061 + Penalty 4852.710235 = -2445925.549826
  nChanged 23
		SP:Iteration 93Q (1954.600000 sec): 3 clusters
  Score: Raw -2450782.612515 + Penalty 4852.710235 = -2445929.902280
  nChanged 29
		SP:Iteration 94Q (1954.660000 sec): 3 clusters
  Score: Raw -2450789.051392 + Penalty 4852.710235 = -2445936.341157
  nChanged 28
		SP:Iteration 95Q (1954.720000 sec): 3 clusters
  Score: Raw -2450794.762829 + Penalty 4852.710235 = -2445942.052594
  nChanged 32
		SP:Iteration 96Q (1954.770000 sec): 3 clusters
  Score: Raw -2450799.979352 + Penalty 4852.710235 = -2445947.269117
  nChanged 27
		SP:Iteration 97Q (1954.830000 sec): 3 clusters
  Score: Raw -2450803.517545 + Penalty 4852.710235 = -2445950.807310
  nChanged 33
		SP:Iteration 98Q (1954.880000 sec): 3 clusters
  Score: Raw -2450808.763931 + Penalty 4852.710235 = -2445956.053696
  nChanged 34
		SP:Iteration 99Q (1954.940000 sec): 3 clusters
  Score: Raw -2450814.190214 + Penalty 4852.710235 = -2445961.479980
  nChanged 21
		SP:Iteration 100F (1955.010000 sec): 3 clusters
  Score: Raw -2450817.811420 + Penalty 4852.710235 = -2445965.101186
  nChanged 29
		SP:Iteration 101Q (1955.060000 sec): 3 clusters
  Score: Raw -2450822.706278 + Penalty 4852.710235 = -2445969.996043
  nChanged 31
		SP:Iteration 102Q (1955.120000 sec): 3 clusters
  Score: Raw -2450829.138863 + Penalty 4852.710235 = -2445976.428629
  nChanged 46
		SP:Iteration 103Q (1955.180000 sec): 3 clusters
  Score: Raw -2450837.228489 + Penalty 4852.710235 = -2445984.518254
  nChanged 38
		SP:Iteration 104Q (1955.230000 sec): 3 clusters
  Score: Raw -2450844.898547 + Penalty 4852.710235 = -2445992.188312
  nChanged 37
		SP:Iteration 105Q (1955.290000 sec): 3 clusters
  Score: Raw -2450854.142941 + Penalty 4852.710235 = -2446001.432707
  nChanged 40
		SP:Iteration 106Q (1955.340000 sec): 3 clusters
  Score: Raw -2450861.889256 + Penalty 4852.710235 = -2446009.179021
  nChanged 35
		SP:Iteration 107Q (1955.400000 sec): 3 clusters
  Score: Raw -2450870.011360 + Penalty 4852.710235 = -2446017.301125
  nChanged 42
		SP:Iteration 108Q (1955.460000 sec): 3 clusters
  Score: Raw -2450877.775709 + Penalty 4852.710235 = -2446025.065475
  nChanged 39
		SP:Iteration 109Q (1955.520000 sec): 3 clusters
  Score: Raw -2450885.886414 + Penalty 4852.710235 = -2446033.176179
  nChanged 42
		SP:Iteration 110Q (1955.570000 sec): 3 clusters
  Score: Raw -2450894.244864 + Penalty 4852.710235 = -2446041.534629
  nChanged 43
		SP:Iteration 111Q (1955.630000 sec): 3 clusters
  Score: Raw -2450903.711241 + Penalty 4852.710235 = -2446051.001007
  nChanged 45
		SP:Iteration 112Q (1955.680000 sec): 3 clusters
  Score: Raw -2450917.704137 + Penalty 4852.710235 = -2446064.993902
  nChanged 53
		SP:Iteration 113Q (1955.740000 sec): 3 clusters
  Score: Raw -2450932.751464 + Penalty 4852.710235 = -2446080.041230
  nChanged 63
		SP:Iteration 114Q (1955.800000 sec): 3 clusters
  Score: Raw -2450951.421347 + Penalty 4852.710235 = -2446098.711112
  nChanged 64
		SP:Iteration 115Q (1955.850000 sec): 3 clusters
  Score: Raw -2450969.446023 + Penalty 4852.710235 = -2446116.735788
  nChanged 55
		SP:Iteration 116Q (1955.910000 sec): 3 clusters
  Score: Raw -2450982.926038 + Penalty 4852.710235 = -2446130.215804
  nChanged 44
		SP:Iteration 117Q (1955.960000 sec): 3 clusters
  Score: Raw -2450994.826830 + Penalty 4852.710235 = -2446142.116596
  nChanged 55
		SP:Iteration 118Q (1956.010000 sec): 3 clusters
  Score: Raw -2451008.864392 + Penalty 4852.710235 = -2446156.154157
  nChanged 56
		SP:Iteration 119Q (1956.070000 sec): 3 clusters
  Score: Raw -2451025.099203 + Penalty 4852.710235 = -2446172.388968
  nChanged 62
		SP:Iteration 120F (1956.130000 sec): 3 clusters
  Score: Raw -2451043.893301 + Penalty 4852.710235 = -2446191.183066
  nChanged 62
		SP:Iteration 121Q (1956.190000 sec): 3 clusters
  Score: Raw -2451059.531463 + Penalty 4852.710235 = -2446206.821228
  nChanged 62
		SP:Iteration 122Q (1956.240000 sec): 3 clusters
  Score: Raw -2451077.170006 + Penalty 4852.710235 = -2446224.459771
  nChanged 65
		SP:Iteration 123Q (1956.300000 sec): 3 clusters
  Score: Raw -2451094.597628 + Penalty 4852.710235 = -2446241.887394
  nChanged 57
		SP:Iteration 124Q (1956.350000 sec): 3 clusters
  Score: Raw -2451113.567342 + Penalty 4852.710235 = -2446260.857107
  nChanged 72
		SP:Iteration 125Q (1956.400000 sec): 3 clusters
  Score: Raw -2451134.384605 + Penalty 4852.710235 = -2446281.674370
  nChanged 54
		SP:Iteration 126Q (1956.460000 sec): 3 clusters
  Score: Raw -2451149.226382 + Penalty 4852.710235 = -2446296.516147
  nChanged 47
		SP:Iteration 127Q (1956.510000 sec): 3 clusters
  Score: Raw -2451164.615426 + Penalty 4852.710235 = -2446311.905191
  nChanged 51
		SP:Iteration 128Q (1956.570000 sec): 3 clusters
  Score: Raw -2451180.455974 + Penalty 4852.710235 = -2446327.745739
  nChanged 45
		SP:Iteration 129Q (1956.620000 sec): 3 clusters
  Score: Raw -2451194.131031 + Penalty 4852.710235 = -2446341.420797
  nChanged 44
		SP:Iteration 130Q (1956.670000 sec): 3 clusters
  Score: Raw -2451207.782143 + Penalty 4852.710235 = -2446355.071908
  nChanged 38
		SP:Iteration 131Q (1956.730000 sec): 3 clusters
  Score: Raw -2451219.561254 + Penalty 4852.710235 = -2446366.851019
  nChanged 40
		SP:Iteration 132Q (1956.780000 sec): 3 clusters
  Score: Raw -2451233.692654 + Penalty 4852.710235 = -2446380.982419
  nChanged 44
		SP:Iteration 133Q (1956.830000 sec): 3 clusters
  Score: Raw -2451246.977250 + Penalty 4852.710235 = -2446394.267015
  nChanged 37
		SP:Iteration 134Q (1956.890000 sec): 3 clusters
  Score: Raw -2451258.130372 + Penalty 4852.710235 = -2446405.420137
  nChanged 31
		SP:Iteration 135Q (1956.940000 sec): 3 clusters
  Score: Raw -2451266.334145 + Penalty 4852.710235 = -2446413.623911
  nChanged 26
		SP:Iteration 136Q (1956.990000 sec): 3 clusters
  Score: Raw -2451273.496564 + Penalty 4852.710235 = -2446420.786330
  nChanged 28
		SP:Iteration 137Q (1957.050000 sec): 3 clusters
  Score: Raw -2451280.589981 + Penalty 4852.710235 = -2446427.879746
  nChanged 26
		SP:Iteration 138Q (1957.100000 sec): 3 clusters
  Score: Raw -2451286.237658 + Penalty 4852.710235 = -2446433.527423
  nChanged 29
		SP:Iteration 139Q (1957.150000 sec): 3 clusters
  Score: Raw -2451293.172446 + Penalty 4852.710235 = -2446440.462211
  nChanged 13
		SP:Iteration 140F (1957.220000 sec): 3 clusters
  Score: Raw -2451296.250571 + Penalty 4852.710235 = -2446443.540336
  nChanged 16
		SP:Iteration 141Q (1957.270000 sec): 3 clusters
  Score: Raw -2451299.502801 + Penalty 4852.710235 = -2446446.792566
  nChanged 16
		SP:Iteration 142Q (1957.320000 sec): 3 clusters
  Score: Raw -2451303.613268 + Penalty 4852.710235 = -2446450.903033
  nChanged 14
		SP:Iteration 143Q (1957.370000 sec): 3 clusters
  Score: Raw -2451308.079460 + Penalty 4852.710235 = -2446455.369226
  nChanged 18
		SP:Iteration 144Q (1957.430000 sec): 3 clusters
  Score: Raw -2451313.039585 + Penalty 4852.710235 = -2446460.329350
  nChanged 21
		SP:Iteration 145Q (1957.480000 sec): 3 clusters
  Score: Raw -2451318.185804 + Penalty 4852.710235 = -2446465.475569
  nChanged 10
		SP:Iteration 146Q (1957.530000 sec): 3 clusters
  Score: Raw -2451321.500183 + Penalty 4852.710235 = -2446468.789949
  nChanged 9
		SP:Iteration 147Q (1957.580000 sec): 3 clusters
  Score: Raw -2451323.598755 + Penalty 4852.710235 = -2446470.888520
  nChanged 12
		SP:Iteration 148Q (1957.630000 sec): 3 clusters
  Score: Raw -2451326.065765 + Penalty 4852.710235 = -2446473.355530
  nChanged 7
		SP:Iteration 149Q (1957.690000 sec): 3 clusters
  Score: Raw -2451328.032948 + Penalty 4852.710235 = -2446475.322714
  nChanged 8
		SP:Iteration 150Q (1957.740000 sec): 3 clusters
  Score: Raw -2451329.657193 + Penalty 4852.710235 = -2446476.946958
  nChanged 8
		SP:Iteration 151Q (1957.790000 sec): 3 clusters
  Score: Raw -2451331.526588 + Penalty 4852.710235 = -2446478.816353
  nChanged 12
		SP:Iteration 152Q (1957.840000 sec): 3 clusters
  Score: Raw -2451333.899361 + Penalty 4852.710235 = -2446481.189126
  nChanged 6
		SP:Iteration 153Q (1957.890000 sec): 3 clusters
  Score: Raw -2451335.975525 + Penalty 4852.710235 = -2446483.265290
  nChanged 6
		SP:Iteration 154Q (1957.950000 sec): 3 clusters
  Score: Raw -2451337.933882 + Penalty 4852.710235 = -2446485.223647
  nChanged 10
		SP:Iteration 155Q (1957.990000 sec): 3 clusters
  Score: Raw -2451340.356864 + Penalty 4852.710235 = -2446487.646629
  nChanged 8
		SP:Iteration 156Q (1958.050000 sec): 3 clusters
  Score: Raw -2451342.057869 + Penalty 4852.710235 = -2446489.347635
  nChanged 3
		SP:Iteration 157Q (1958.100000 sec): 3 clusters
  Score: Raw -2451343.269883 + Penalty 4852.710235 = -2446490.559649
  nChanged 6
		SP:Iteration 158Q (1958.150000 sec): 3 clusters
  Score: Raw -2451345.287072 + Penalty 4852.710235 = -2446492.576837
  nChanged 9
		SP:Iteration 159Q (1958.210000 sec): 3 clusters
  Score: Raw -2451347.731074 + Penalty 4852.710235 = -2446495.020839
  nChanged 6
		SP:Iteration 160F (1958.270000 sec): 3 clusters
  Score: Raw -2451348.967480 + Penalty 4852.710235 = -2446496.257246
  nChanged 4
		SP:Iteration 161Q (1958.320000 sec): 3 clusters
  Score: Raw -2451349.466165 + Penalty 4852.710235 = -2446496.755930
  nChanged 2
		SP:Iteration 162Q (1958.370000 sec): 3 clusters
  Score: Raw -2451349.949201 + Penalty 4852.710235 = -2446497.238966
  nChanged 1
		SP:Iteration 163Q (1958.420000 sec): 3 clusters
  Score: Raw -2451350.121986 + Penalty 4852.710235 = -2446497.411752
  nChanged 1
		SP:Iteration 164Q (1958.470000 sec): 3 clusters
  Score: Raw -2451350.513861 + Penalty 4852.710235 = -2446497.803627
  nChanged 1
		SP:Iteration 165Q (1958.530000 sec): 3 clusters
  Score: Raw -2451350.818811 + Penalty 4852.710235 = -2446498.108576
  nChanged 2
		SP:Iteration 166Q (1958.580000 sec): 3 clusters
  Score: Raw -2451351.717830 + Penalty 4852.710235 = -2446499.007595
  nChanged 4
		SP:Iteration 167Q (1958.630000 sec): 3 clusters
  Score: Raw -2451352.442174 + Penalty 4852.710235 = -2446499.731940
  nChanged 5
		SP:Iteration 168Q (1958.680000 sec): 3 clusters
  Score: Raw -2451353.169937 + Penalty 4852.710235 = -2446500.459703
  nChanged 4
		SP:Iteration 169Q (1958.730000 sec): 3 clusters
  Score: Raw -2451353.631135 + Penalty 4852.710235 = -2446500.920900
  nChanged 5
		SP:Iteration 170Q (1958.790000 sec): 3 clusters
  Score: Raw -2451355.291512 + Penalty 4852.710235 = -2446502.581277
  nChanged 2
		SP:Iteration 171Q (1958.840000 sec): 3 clusters
  Score: Raw -2451355.757212 + Penalty 4852.710235 = -2446503.046977
  nChanged 1
		SP:Iteration 172Q (1958.890000 sec): 3 clusters
  Score: Raw -2451355.939438 + Penalty 4852.710235 = -2446503.229203
  nChanged 0
		SP:Iteration 173F (1958.960000 sec): 3 clusters
  Score: Raw -2451355.939438 + Penalty 4852.710235 = -2446503.229203
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1958.990000 sec): 2 clusters
  Score: Raw -1058528.451373 + Penalty 2203.177158 = -1056325.274215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1959.010000 sec): 3 clusters
  Score: Raw -1054830.192629 + Penalty 4406.354315 = -1050423.838314
  nChanged 2906
		SP:Iteration 1F (1959.040000 sec): 3 clusters
  Score: Raw -1056400.408506 + Penalty 4406.354315 = -1051994.054191
  nChanged 500
		SP:Iteration 2F (1959.070000 sec): 3 clusters
  Score: Raw -1056659.245888 + Penalty 4406.354315 = -1052252.891573
  nChanged 354
		SP:Iteration 3Q (1959.090000 sec): 3 clusters
  Score: Raw -1056839.146331 + Penalty 4406.354315 = -1052432.792015
  nChanged 282
		SP:Iteration 4Q (1959.120000 sec): 3 clusters
  Score: Raw -1056953.293057 + Penalty 4406.354315 = -1052546.938741
  nChanged 209
		SP:Iteration 5Q (1959.150000 sec): 3 clusters
  Score: Raw -1057028.325855 + Penalty 4406.354315 = -1052621.971539
  nChanged 170
		SP:Iteration 6Q (1959.170000 sec): 3 clusters
  Score: Raw -1057085.549203 + Penalty 4406.354315 = -1052679.194888
  nChanged 135
		SP:Iteration 7Q (1959.200000 sec): 3 clusters
  Score: Raw -1057131.051251 + Penalty 4406.354315 = -1052724.696936
  nChanged 122
		SP:Iteration 8Q (1959.230000 sec): 3 clusters
  Score: Raw -1057169.723669 + Penalty 4406.354315 = -1052763.369353
  nChanged 94
		SP:Iteration 9Q (1959.250000 sec): 3 clusters
  Score: Raw -1057197.453999 + Penalty 4406.354315 = -1052791.099684
  nChanged 75
		SP:Iteration 10Q (1959.280000 sec): 3 clusters
  Score: Raw -1057218.690600 + Penalty 4406.354315 = -1052812.336285
  nChanged 71
		SP:Iteration 11Q (1959.300000 sec): 3 clusters
  Score: Raw -1057238.180573 + Penalty 4406.354315 = -1052831.826258
  nChanged 69
		SP:Iteration 12Q (1959.330000 sec): 3 clusters
  Score: Raw -1057255.504807 + Penalty 4406.354315 = -1052849.150491
  nChanged 51
		SP:Iteration 13Q (1959.350000 sec): 3 clusters
  Score: Raw -1057269.238076 + Penalty 4406.354315 = -1052862.883761
  nChanged 59
		SP:Iteration 14Q (1959.380000 sec): 3 clusters
  Score: Raw -1057283.660613 + Penalty 4406.354315 = -1052877.306298
  nChanged 53
		SP:Iteration 15Q (1959.410000 sec): 3 clusters
  Score: Raw -1057296.499261 + Penalty 4406.354315 = -1052890.144946
  nChanged 57
		SP:Iteration 16Q (1959.430000 sec): 3 clusters
  Score: Raw -1057313.827047 + Penalty 4406.354315 = -1052907.472732
  nChanged 71
		SP:Iteration 17Q (1959.460000 sec): 3 clusters
  Score: Raw -1057334.137500 + Penalty 4406.354315 = -1052927.783184
  nChanged 65
		SP:Iteration 18Q (1959.490000 sec): 3 clusters
  Score: Raw -1057351.946929 + Penalty 4406.354315 = -1052945.592614
  nChanged 65
		SP:Iteration 19Q (1959.510000 sec): 3 clusters
  Score: Raw -1057372.541275 + Penalty 4406.354315 = -1052966.186960
  nChanged 80
		SP:Iteration 20F (1959.540000 sec): 3 clusters
  Score: Raw -1057400.125555 + Penalty 4406.354315 = -1052993.771240
  nChanged 96
		SP:Iteration 21Q (1959.570000 sec): 3 clusters
  Score: Raw -1057436.131842 + Penalty 4406.354315 = -1053029.777527
  nChanged 104
		SP:Iteration 22Q (1959.590000 sec): 3 clusters
  Score: Raw -1057477.558300 + Penalty 4406.354315 = -1053071.203984
  nChanged 115
		SP:Iteration 23Q (1959.620000 sec): 3 clusters
  Score: Raw -1057524.334284 + Penalty 4406.354315 = -1053117.979969
  nChanged 116
		SP:Iteration 24Q (1959.650000 sec): 3 clusters
  Score: Raw -1057571.767798 + Penalty 4406.354315 = -1053165.413483
  nChanged 128
		SP:Iteration 25Q (1959.670000 sec): 3 clusters
  Score: Raw -1057627.340024 + Penalty 4406.354315 = -1053220.985709
  nChanged 140
		SP:Iteration 26Q (1959.700000 sec): 3 clusters
  Score: Raw -1057706.644406 + Penalty 4406.354315 = -1053300.290091
  nChanged 159
		SP:Iteration 27Q (1959.730000 sec): 3 clusters
  Score: Raw -1057803.161633 + Penalty 4406.354315 = -1053396.807318
  nChanged 187
		SP:Iteration 28Q (1959.750000 sec): 3 clusters
  Score: Raw -1057929.200472 + Penalty 4406.354315 = -1053522.846157
  nChanged 209
		SP:Iteration 29Q (1959.780000 sec): 3 clusters
  Score: Raw -1058071.268159 + Penalty 4406.354315 = -1053664.913844
  nChanged 208
		SP:Iteration 30Q (1959.810000 sec): 3 clusters
  Score: Raw -1058236.821428 + Penalty 4406.354315 = -1053830.467113
  nChanged 211
		SP:Iteration 31Q (1959.830000 sec): 3 clusters
  Score: Raw -1058439.628523 + Penalty 4406.354315 = -1054033.274208
  nChanged 197
		SP:Iteration 32Q (1959.850000 sec): 3 clusters
  Score: Raw -1058630.769120 + Penalty 4406.354315 = -1054224.414805
  nChanged 190
		SP:Iteration 33Q (1959.880000 sec): 3 clusters
  Score: Raw -1058816.406659 + Penalty 4406.354315 = -1054410.052344
  nChanged 160
		SP:Iteration 34Q (1959.910000 sec): 3 clusters
  Score: Raw -1058948.047352 + Penalty 4406.354315 = -1054541.693037
  nChanged 119
		SP:Iteration 35Q (1959.930000 sec): 3 clusters
  Score: Raw -1059048.608004 + Penalty 4406.354315 = -1054642.253688
  nChanged 106
		SP:Iteration 36Q (1959.950000 sec): 3 clusters
  Score: Raw -1059128.980573 + Penalty 4406.354315 = -1054722.626257
  nChanged 97
		SP:Iteration 37Q (1959.970000 sec): 3 clusters
  Score: Raw -1059186.392422 + Penalty 4406.354315 = -1054780.038106
  nChanged 88
		SP:Iteration 38Q (1960.000000 sec): 3 clusters
  Score: Raw -1059235.550373 + Penalty 4406.354315 = -1054829.196058
  nChanged 67
		SP:Iteration 39Q (1960.020000 sec): 3 clusters
  Score: Raw -1059271.156157 + Penalty 4406.354315 = -1054864.801842
  nChanged 55
		SP:Iteration 40F (1960.050000 sec): 3 clusters
  Score: Raw -1059298.642308 + Penalty 4406.354315 = -1054892.287993
  nChanged 43
		SP:Iteration 41Q (1960.070000 sec): 3 clusters
  Score: Raw -1059321.111890 + Penalty 4406.354315 = -1054914.757574
  nChanged 40
		SP:Iteration 42Q (1960.090000 sec): 3 clusters
  Score: Raw -1059338.102743 + Penalty 4406.354315 = -1054931.748428
  nChanged 26
		SP:Iteration 43Q (1960.110000 sec): 3 clusters
  Score: Raw -1059347.638025 + Penalty 4406.354315 = -1054941.283710
  nChanged 23
		SP:Iteration 44Q (1960.130000 sec): 3 clusters
  Score: Raw -1059356.068130 + Penalty 4406.354315 = -1054949.713815
  nChanged 15
		SP:Iteration 45Q (1960.160000 sec): 3 clusters
  Score: Raw -1059360.476913 + Penalty 4406.354315 = -1054954.122598
  nChanged 6
		SP:Iteration 46Q (1960.180000 sec): 3 clusters
  Score: Raw -1059362.946539 + Penalty 4406.354315 = -1054956.592224
  nChanged 9
		SP:Iteration 47Q (1960.200000 sec): 3 clusters
  Score: Raw -1059367.286080 + Penalty 4406.354315 = -1054960.931765
  nChanged 9
		SP:Iteration 48Q (1960.220000 sec): 3 clusters
  Score: Raw -1059370.016366 + Penalty 4406.354315 = -1054963.662051
  nChanged 6
		SP:Iteration 49Q (1960.250000 sec): 3 clusters
  Score: Raw -1059371.636017 + Penalty 4406.354315 = -1054965.281702
  nChanged 4
		SP:Iteration 50Q (1960.270000 sec): 3 clusters
  Score: Raw -1059372.748511 + Penalty 4406.354315 = -1054966.394195
  nChanged 2
		SP:Iteration 51Q (1960.290000 sec): 3 clusters
  Score: Raw -1059373.217174 + Penalty 4406.354315 = -1054966.862858
  nChanged 3
		SP:Iteration 52Q (1960.310000 sec): 3 clusters
  Score: Raw -1059374.235170 + Penalty 4406.354315 = -1054967.880855
  nChanged 1
		SP:Iteration 53Q (1960.330000 sec): 3 clusters
  Score: Raw -1059374.575337 + Penalty 4406.354315 = -1054968.221022
  nChanged 3
		SP:Iteration 54Q (1960.350000 sec): 3 clusters
  Score: Raw -1059375.364356 + Penalty 4406.354315 = -1054969.010041
  nChanged 2
		SP:Iteration 55Q (1960.380000 sec): 3 clusters
  Score: Raw -1059376.065476 + Penalty 4406.354315 = -1054969.711161
  nChanged 1
		SP:Iteration 56Q (1960.400000 sec): 3 clusters
  Score: Raw -1059376.526047 + Penalty 4406.354315 = -1054970.171732
  nChanged 1
		SP:Iteration 57Q (1960.420000 sec): 3 clusters
  Score: Raw -1059376.752800 + Penalty 4406.354315 = -1054970.398485
  nChanged 3
		SP:Iteration 58Q (1960.440000 sec): 3 clusters
  Score: Raw -1059378.146255 + Penalty 4406.354315 = -1054971.791940
  nChanged 1
		SP:Iteration 59Q (1960.470000 sec): 3 clusters
  Score: Raw -1059378.318604 + Penalty 4406.354315 = -1054971.964289
  nChanged 1
		SP:Iteration 60F (1960.490000 sec): 3 clusters
  Score: Raw -1059378.628237 + Penalty 4406.354315 = -1054972.273922
  nChanged 1
		SP:Iteration 61Q (1960.510000 sec): 3 clusters
  Score: Raw -1059378.735753 + Penalty 4406.354315 = -1054972.381438
  nChanged 1
		SP:Iteration 62Q (1960.530000 sec): 3 clusters
  Score: Raw -1059379.157660 + Penalty 4406.354315 = -1054972.803345
  nChanged 1
		SP:Iteration 63Q (1960.560000 sec): 3 clusters
  Score: Raw -1059379.307418 + Penalty 4406.354315 = -1054972.953103
  nChanged 0
		SP:Iteration 64F (1960.580000 sec): 3 clusters
  Score: Raw -1059379.307418 + Penalty 4406.354315 = -1054972.953103
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (100693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1960.930000 sec): 2 clusters
  Score: Raw -14895858.094178 + Penalty 2856.918228 = -14893001.175950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1961.310000 sec): 3 clusters
  Score: Raw -14831372.062873 + Penalty 5713.836455 = -14825658.226418
  nChanged 47597
		SP:Iteration 1F (1961.690000 sec): 3 clusters
  Score: Raw -14858782.137965 + Penalty 5713.836455 = -14853068.301510
  nChanged 3379
		SP:Iteration 2Q (1962.080000 sec): 3 clusters
  Score: Raw -14859612.790111 + Penalty 5713.836455 = -14853898.953655
  nChanged 3610
		SP:Iteration 3Q (1962.470000 sec): 3 clusters
  Score: Raw -14860606.079179 + Penalty 5713.836455 = -14854892.242724
  nChanged 3946
		SP:Iteration 4Q (1962.860000 sec): 3 clusters
  Score: Raw -14861895.962250 + Penalty 5713.836455 = -14856182.125795
  nChanged 4495
		SP:Iteration 5Q (1963.250000 sec): 3 clusters
  Score: Raw -14863652.407255 + Penalty 5713.836455 = -14857938.570800
  nChanged 5284
		SP:Iteration 6F (1963.630000 sec): 3 clusters
  Score: Raw -14866202.351895 + Penalty 5713.836455 = -14860488.515440
  nChanged 6144
		SP:Iteration 7F (1964.010000 sec): 3 clusters
  Score: Raw -14869711.199261 + Penalty 5713.836455 = -14863997.362806
  nChanged 6769
		SP:Iteration 8F (1964.410000 sec): 3 clusters
  Score: Raw -14874139.621988 + Penalty 5713.836455 = -14868425.785533
  nChanged 6831
		SP:Iteration 9F (1964.800000 sec): 3 clusters
  Score: Raw -14879134.374160 + Penalty 5713.836455 = -14873420.537705
  nChanged 6322
		SP:Iteration 10F (1965.210000 sec): 3 clusters
  Score: Raw -14884145.867691 + Penalty 5713.836455 = -14878432.031236
  nChanged 5334
		SP:Iteration 11F (1965.610000 sec): 3 clusters
  Score: Raw -14888630.634755 + Penalty 5713.836455 = -14882916.798300
  nChanged 3857
		SP:Iteration 12Q (1966.010000 sec): 3 clusters
  Score: Raw -14891966.710439 + Penalty 5713.836455 = -14886252.873984
  nChanged 2332
		SP:Iteration 13Q (1966.400000 sec): 3 clusters
  Score: Raw -14894047.923532 + Penalty 5713.836455 = -14888334.087077
  nChanged 1310
		SP:Iteration 14Q (1966.750000 sec): 3 clusters
  Score: Raw -14895243.566616 + Penalty 5713.836455 = -14889529.730161
  nChanged 639
		SP:Iteration 15Q (1967.090000 sec): 3 clusters
  Score: Raw -14895839.592185 + Penalty 5713.836455 = -14890125.755730
  nChanged 312
		SP:Iteration 16Q (1967.400000 sec): 3 clusters
  Score: Raw -14896102.878541 + Penalty 5713.836455 = -14890389.042086
  nChanged 176
		SP:Iteration 17Q (1967.700000 sec): 3 clusters
  Score: Raw -14896247.997238 + Penalty 5713.836455 = -14890534.160783
  nChanged 109
		SP:Iteration 18Q (1967.990000 sec): 3 clusters
  Score: Raw -14896338.409764 + Penalty 5713.836455 = -14890624.573309
  nChanged 87
		SP:Iteration 19Q (1968.310000 sec): 3 clusters
  Score: Raw -14896404.332084 + Penalty 5713.836455 = -14890690.495629
  nChanged 51
		SP:Iteration 20F (1968.720000 sec): 3 clusters
  Score: Raw -14896447.382085 + Penalty 5713.836455 = -14890733.545630
  nChanged 44
		SP:Iteration 21Q (1969.020000 sec): 3 clusters
  Score: Raw -14896472.930135 + Penalty 5713.836455 = -14890759.093680
  nChanged 26
		SP:Iteration 22Q (1969.310000 sec): 3 clusters
  Score: Raw -14896486.891764 + Penalty 5713.836455 = -14890773.055309
  nChanged 14
		SP:Iteration 23Q (1969.600000 sec): 3 clusters
  Score: Raw -14896495.852103 + Penalty 5713.836455 = -14890782.015647
  nChanged 12
		SP:Iteration 24Q (1969.890000 sec): 3 clusters
  Score: Raw -14896502.716220 + Penalty 5713.836455 = -14890788.879765
  nChanged 9
		SP:Iteration 25Q (1970.170000 sec): 3 clusters
  Score: Raw -14896506.855944 + Penalty 5713.836455 = -14890793.019489
  nChanged 6
		SP:Iteration 26Q (1970.460000 sec): 3 clusters
  Score: Raw -14896509.646373 + Penalty 5713.836455 = -14890795.809918
  nChanged 5
		SP:Iteration 27Q (1970.740000 sec): 3 clusters
  Score: Raw -14896510.977997 + Penalty 5713.836455 = -14890797.141542
  nChanged 2
		SP:Iteration 28Q (1971.030000 sec): 3 clusters
  Score: Raw -14896511.395210 + Penalty 5713.836455 = -14890797.558755
  nChanged 1
		SP:Iteration 29Q (1971.310000 sec): 3 clusters
  Score: Raw -14896511.729019 + Penalty 5713.836455 = -14890797.892564
  nChanged 3
		SP:Iteration 30Q (1971.610000 sec): 3 clusters
  Score: Raw -14896512.759566 + Penalty 5713.836455 = -14890798.923111
  nChanged 2
		SP:Iteration 31Q (1971.890000 sec): 3 clusters
  Score: Raw -14896513.713833 + Penalty 5713.836455 = -14890799.877378
  nChanged 1
		SP:Iteration 32Q (1972.180000 sec): 3 clusters
  Score: Raw -14896514.177438 + Penalty 5713.836455 = -14890800.340983
  nChanged 2
		SP:Iteration 33Q (1972.470000 sec): 3 clusters
  Score: Raw -14896515.283914 + Penalty 5713.836455 = -14890801.447459
  nChanged 1
		SP:Iteration 34Q (1972.750000 sec): 3 clusters
  Score: Raw -14896515.577572 + Penalty 5713.836455 = -14890801.741117
  nChanged 1
		SP:Iteration 35Q (1973.040000 sec): 3 clusters
  Score: Raw -14896515.781547 + Penalty 5713.836455 = -14890801.945091
  nChanged 0
		SP:Iteration 36F (1973.440000 sec): 3 clusters
  Score: Raw -14896515.781547 + Penalty 5713.836455 = -14890801.945091
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1973.480000 sec): 2 clusters
  Score: Raw -31826.381350 + Penalty 1381.894200 = -30444.487150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1973.480000 sec): 3 clusters
  Score: Raw -32229.893934 + Penalty 2763.788400 = -29466.105534
  nChanged 59
		SP:Iteration 1F (1973.480000 sec): 3 clusters
  Score: Raw -32492.559244 + Penalty 2763.788400 = -29728.770844
  nChanged 14
		SP:Iteration 2F (1973.480000 sec): 3 clusters
  Score: Raw -32749.686738 + Penalty 2763.788400 = -29985.898338
  nChanged 28
		SP:Iteration 3F (1973.480000 sec): 3 clusters
  Score: Raw -33100.079289 + Penalty 2763.788400 = -30336.290890
  nChanged 9
		SP:Iteration 4Q (1973.490000 sec): 3 clusters
  Score: Raw -33214.082208 + Penalty 2763.788400 = -30450.293809
  nChanged 6
		SP:Iteration 5Q (1973.490000 sec): 3 clusters
  Score: Raw -33334.281318 + Penalty 2763.788400 = -30570.492918
  nChanged 4
		SP:Iteration 6Q (1973.490000 sec): 3 clusters
  Score: Raw -33411.323682 + Penalty 2763.788400 = -30647.535282
  nChanged 2
		SP:Iteration 7Q (1973.490000 sec): 3 clusters
  Score: Raw -33463.808189 + Penalty 2763.788400 = -30700.019789
  nChanged 2
		SP:Iteration 8Q (1973.490000 sec): 3 clusters
  Score: Raw -33480.265127 + Penalty 2763.788400 = -30716.476727
  nChanged 0
		SP:Iteration 9F (1973.490000 sec): 3 clusters
  Score: Raw -33480.265127 + Penalty 2763.788400 = -30716.476727
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 33.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (258709 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1974.400000 sec): 2 clusters
  Score: Raw -38291388.897306 + Penalty 3090.937871 = -38288297.959435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1975.440000 sec): 3 clusters
  Score: Raw -38120605.721041 + Penalty 6181.875742 = -38114423.845299
  nChanged 124845
		SP:Iteration 1F (1976.430000 sec): 3 clusters
  Score: Raw -38194346.825496 + Penalty 6181.875742 = -38188164.949754
  nChanged 7637
		SP:Iteration 2Q (1977.420000 sec): 3 clusters
  Score: Raw -38196242.611422 + Penalty 6181.875742 = -38190060.735680
  nChanged 9777
		SP:Iteration 3Q (1978.410000 sec): 3 clusters
  Score: Raw -38199545.361719 + Penalty 6181.875742 = -38193363.485977
  nChanged 13075
		SP:Iteration 4F (1979.390000 sec): 3 clusters
  Score: Raw -38205592.400142 + Penalty 6181.875742 = -38199410.524400
  nChanged 17482
		SP:Iteration 5F (1980.360000 sec): 3 clusters
  Score: Raw -38216593.078255 + Penalty 6181.875742 = -38210411.202513
  nChanged 22114
		SP:Iteration 6F (1981.330000 sec): 3 clusters
  Score: Raw -38234506.310804 + Penalty 6181.875742 = -38228324.435062
  nChanged 23238
		SP:Iteration 7F (1982.310000 sec): 3 clusters
  Score: Raw -38256520.863503 + Penalty 6181.875742 = -38250338.987761
  nChanged 18741
		SP:Iteration 8F (1983.270000 sec): 3 clusters
  Score: Raw -38275217.999493 + Penalty 6181.875742 = -38269036.123751
  nChanged 10714
		SP:Iteration 9Q (1984.250000 sec): 3 clusters
  Score: Raw -38285748.008862 + Penalty 6181.875742 = -38279566.133120
  nChanged 4427
		SP:Iteration 10Q (1985.130000 sec): 3 clusters
  Score: Raw -38289897.443388 + Penalty 6181.875742 = -38283715.567646
  nChanged 1269
		SP:Iteration 11Q (1985.890000 sec): 3 clusters
  Score: Raw -38291116.789048 + Penalty 6181.875742 = -38284934.913306
  nChanged 319
		SP:Iteration 12Q (1986.620000 sec): 3 clusters
  Score: Raw -38291427.454064 + Penalty 6181.875742 = -38285245.578322
  nChanged 95
		SP:Iteration 13Q (1987.360000 sec): 3 clusters
  Score: Raw -38291563.564094 + Penalty 6181.875742 = -38285381.688352
  nChanged 42
		SP:Iteration 14Q (1988.100000 sec): 3 clusters
  Score: Raw -38291629.336926 + Penalty 6181.875742 = -38285447.461184
  nChanged 23
		SP:Iteration 15Q (1988.830000 sec): 3 clusters
  Score: Raw -38291666.720611 + Penalty 6181.875742 = -38285484.844870
  nChanged 10
		SP:Iteration 16Q (1989.560000 sec): 3 clusters
  Score: Raw -38291676.339257 + Penalty 6181.875742 = -38285494.463516
  nChanged 5
		SP:Iteration 17Q (1990.280000 sec): 3 clusters
  Score: Raw -38291684.296970 + Penalty 6181.875742 = -38285502.421228
  nChanged 4
		SP:Iteration 18Q (1990.980000 sec): 3 clusters
  Score: Raw -38291692.945182 + Penalty 6181.875742 = -38285511.069440
  nChanged 7
		SP:Iteration 19Q (1991.720000 sec): 3 clusters
  Score: Raw -38291705.363893 + Penalty 6181.875742 = -38285523.488151
  nChanged 3
		SP:Iteration 20F (1992.740000 sec): 3 clusters
  Score: Raw -38291709.608561 + Penalty 6181.875742 = -38285527.732819
  nChanged 4
		SP:Iteration 21Q (1993.470000 sec): 3 clusters
  Score: Raw -38291713.972229 + Penalty 6181.875742 = -38285532.096488
  nChanged 3
		SP:Iteration 22Q (1994.190000 sec): 3 clusters
  Score: Raw -38291716.453358 + Penalty 6181.875742 = -38285534.577616
  nChanged 1
		SP:Iteration 23Q (1994.910000 sec): 3 clusters
  Score: Raw -38291718.632814 + Penalty 6181.875742 = -38285536.757073
  nChanged 1
		SP:Iteration 24Q (1995.640000 sec): 3 clusters
  Score: Raw -38291719.439775 + Penalty 6181.875742 = -38285537.564033
  nChanged 0
		SP:Iteration 25F (1996.660000 sec): 3 clusters
  Score: Raw -38291719.439775 + Penalty 6181.875742 = -38285537.564033
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1996.770000 sec): 2 clusters
  Score: Raw -63958.600981 + Penalty 1532.644130 = -62425.956851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1996.770000 sec): 3 clusters
  Score: Raw -63983.818799 + Penalty 3065.288260 = -60918.530539
  nChanged 84
		SP:Iteration 1F (1996.770000 sec): 3 clusters
  Score: Raw -64168.103372 + Penalty 3065.288260 = -61102.815111
  nChanged 18
		SP:Iteration 2Q (1996.770000 sec): 3 clusters
  Score: Raw -64207.971034 + Penalty 3065.288260 = -61142.682774
  nChanged 9
		SP:Iteration 3Q (1996.770000 sec): 3 clusters
  Score: Raw -64247.604451 + Penalty 3065.288260 = -61182.316191
  nChanged 6
		SP:Iteration 4Q (1996.780000 sec): 3 clusters
  Score: Raw -64261.090412 + Penalty 3065.288260 = -61195.802152
  nChanged 4
		SP:Iteration 5Q (1996.780000 sec): 3 clusters
  Score: Raw -64277.341733 + Penalty 3065.288260 = -61212.053472
  nChanged 5
		SP:Iteration 6Q (1996.780000 sec): 3 clusters
  Score: Raw -64291.928165 + Penalty 3065.288260 = -61226.639904
  nChanged 3
		SP:Iteration 7Q (1996.780000 sec): 3 clusters
  Score: Raw -64302.747106 + Penalty 3065.288260 = -61237.458846
  nChanged 2
		SP:Iteration 8Q (1996.780000 sec): 3 clusters
  Score: Raw -64309.881987 + Penalty 3065.288260 = -61244.593727
  nChanged 4
		SP:Iteration 9Q (1996.780000 sec): 3 clusters
  Score: Raw -64338.553094 + Penalty 3065.288260 = -61273.264834
  nChanged 8
		SP:Iteration 10Q (1996.790000 sec): 3 clusters
  Score: Raw -64408.319936 + Penalty 3065.288260 = -61343.031676
  nChanged 2
		SP:Iteration 11Q (1996.790000 sec): 3 clusters
  Score: Raw -64419.302612 + Penalty 3065.288260 = -61354.014351
  nChanged 2
		SP:Iteration 12Q (1996.790000 sec): 3 clusters
  Score: Raw -64422.886808 + Penalty 3065.288260 = -61357.598547
  nChanged 0
		SP:Iteration 13F (1996.790000 sec): 3 clusters
  Score: Raw -64422.886808 + Penalty 3065.288260 = -61357.598547
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (7418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1996.820000 sec): 2 clusters
  Score: Raw -1064373.088989 + Penalty 2210.092860 = -1062162.996129
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1996.850000 sec): 3 clusters
  Score: Raw -1060498.563107 + Penalty 4420.185720 = -1056078.377387
  nChanged 2927
		SP:Iteration 1F (1996.880000 sec): 3 clusters
  Score: Raw -1062056.839149 + Penalty 4420.185720 = -1057636.653429
  nChanged 512
		SP:Iteration 2F (1996.910000 sec): 3 clusters
  Score: Raw -1062315.586179 + Penalty 4420.185720 = -1057895.400459
  nChanged 384
		SP:Iteration 3F (1996.940000 sec): 3 clusters
  Score: Raw -1062512.323579 + Penalty 4420.185720 = -1058092.137859
  nChanged 321
		SP:Iteration 4Q (1996.970000 sec): 3 clusters
  Score: Raw -1062662.798443 + Penalty 4420.185720 = -1058242.612723
  nChanged 289
		SP:Iteration 5Q (1997.000000 sec): 3 clusters
  Score: Raw -1062797.908577 + Penalty 4420.185720 = -1058377.722857
  nChanged 242
		SP:Iteration 6Q (1997.030000 sec): 3 clusters
  Score: Raw -1062908.235224 + Penalty 4420.185720 = -1058488.049504
  nChanged 211
		SP:Iteration 7Q (1997.060000 sec): 3 clusters
  Score: Raw -1062998.081495 + Penalty 4420.185720 = -1058577.895775
  nChanged 180
		SP:Iteration 8Q (1997.090000 sec): 3 clusters
  Score: Raw -1063074.628942 + Penalty 4420.185720 = -1058654.443223
  nChanged 180
		SP:Iteration 9Q (1997.120000 sec): 3 clusters
  Score: Raw -1063154.080215 + Penalty 4420.185720 = -1058733.894495
  nChanged 173
		SP:Iteration 10Q (1997.150000 sec): 3 clusters
  Score: Raw -1063227.153452 + Penalty 4420.185720 = -1058806.967732
  nChanged 180
		SP:Iteration 11Q (1997.180000 sec): 3 clusters
  Score: Raw -1063316.540616 + Penalty 4420.185720 = -1058896.354896
  nChanged 229
		SP:Iteration 12Q (1997.210000 sec): 3 clusters
  Score: Raw -1063457.465658 + Penalty 4420.185720 = -1059037.279938
  nChanged 242
		SP:Iteration 13Q (1997.240000 sec): 3 clusters
  Score: Raw -1063598.855478 + Penalty 4420.185720 = -1059178.669758
  nChanged 249
		SP:Iteration 14Q (1997.270000 sec): 3 clusters
  Score: Raw -1063752.200291 + Penalty 4420.185720 = -1059332.014571
  nChanged 237
		SP:Iteration 15Q (1997.300000 sec): 3 clusters
  Score: Raw -1063907.577752 + Penalty 4420.185720 = -1059487.392032
  nChanged 212
		SP:Iteration 16Q (1997.320000 sec): 3 clusters
  Score: Raw -1064046.691606 + Penalty 4420.185720 = -1059626.505886
  nChanged 193
		SP:Iteration 17Q (1997.360000 sec): 3 clusters
  Score: Raw -1064175.532479 + Penalty 4420.185720 = -1059755.346759
  nChanged 174
		SP:Iteration 18Q (1997.380000 sec): 3 clusters
  Score: Raw -1064289.211307 + Penalty 4420.185720 = -1059869.025587
  nChanged 167
		SP:Iteration 19Q (1997.420000 sec): 3 clusters
  Score: Raw -1064396.425793 + Penalty 4420.185720 = -1059976.240073
  nChanged 145
		SP:Iteration 20F (1997.440000 sec): 3 clusters
  Score: Raw -1064485.607442 + Penalty 4420.185720 = -1060065.421722
  nChanged 143
		SP:Iteration 21Q (1997.470000 sec): 3 clusters
  Score: Raw -1064562.311198 + Penalty 4420.185720 = -1060142.125478
  nChanged 117
		SP:Iteration 22Q (1997.500000 sec): 3 clusters
  Score: Raw -1064615.670689 + Penalty 4420.185720 = -1060195.484969
  nChanged 82
		SP:Iteration 23Q (1997.530000 sec): 3 clusters
  Score: Raw -1064648.537596 + Penalty 4420.185720 = -1060228.351876
  nChanged 69
		SP:Iteration 24Q (1997.560000 sec): 3 clusters
  Score: Raw -1064673.830556 + Penalty 4420.185720 = -1060253.644836
  nChanged 53
		SP:Iteration 25Q (1997.580000 sec): 3 clusters
  Score: Raw -1064692.360823 + Penalty 4420.185720 = -1060272.175103
  nChanged 37
		SP:Iteration 26Q (1997.610000 sec): 3 clusters
  Score: Raw -1064706.376679 + Penalty 4420.185720 = -1060286.190959
  nChanged 33
		SP:Iteration 27Q (1997.640000 sec): 3 clusters
  Score: Raw -1064716.041436 + Penalty 4420.185720 = -1060295.855716
  nChanged 24
		SP:Iteration 28Q (1997.660000 sec): 3 clusters
  Score: Raw -1064722.634955 + Penalty 4420.185720 = -1060302.449235
  nChanged 21
		SP:Iteration 29Q (1997.690000 sec): 3 clusters
  Score: Raw -1064727.739924 + Penalty 4420.185720 = -1060307.554204
  nChanged 11
		SP:Iteration 30Q (1997.720000 sec): 3 clusters
  Score: Raw -1064729.466567 + Penalty 4420.185720 = -1060309.280847
  nChanged 10
		SP:Iteration 31Q (1997.740000 sec): 3 clusters
  Score: Raw -1064731.280864 + Penalty 4420.185720 = -1060311.095144
  nChanged 4
		SP:Iteration 32Q (1997.770000 sec): 3 clusters
  Score: Raw -1064731.921003 + Penalty 4420.185720 = -1060311.735283
  nChanged 3
		SP:Iteration 33Q (1997.800000 sec): 3 clusters
  Score: Raw -1064732.536577 + Penalty 4420.185720 = -1060312.350857
  nChanged 4
		SP:Iteration 34Q (1997.820000 sec): 3 clusters
  Score: Raw -1064733.339951 + Penalty 4420.185720 = -1060313.154231
  nChanged 5
		SP:Iteration 35Q (1997.850000 sec): 3 clusters
  Score: Raw -1064734.241469 + Penalty 4420.185720 = -1060314.055749
  nChanged 8
		SP:Iteration 36Q (1997.880000 sec): 3 clusters
  Score: Raw -1064735.896437 + Penalty 4420.185720 = -1060315.710717
  nChanged 2
		SP:Iteration 37Q (1997.910000 sec): 3 clusters
  Score: Raw -1064736.257178 + Penalty 4420.185720 = -1060316.071458
  nChanged 1
		SP:Iteration 38Q (1997.930000 sec): 3 clusters
  Score: Raw -1064736.415549 + Penalty 4420.185720 = -1060316.229829
  nChanged 2
		SP:Iteration 39Q (1997.960000 sec): 3 clusters
  Score: Raw -1064736.746473 + Penalty 4420.185720 = -1060316.560753
  nChanged 3
		SP:Iteration 40F (1997.990000 sec): 3 clusters
  Score: Raw -1064737.632759 + Penalty 4420.185720 = -1060317.447039
  nChanged 2
		SP:Iteration 41Q (1998.020000 sec): 3 clusters
  Score: Raw -1064738.336293 + Penalty 4420.185720 = -1060318.150573
  nChanged 2
		SP:Iteration 42Q (1998.040000 sec): 3 clusters
  Score: Raw -1064738.582566 + Penalty 4420.185720 = -1060318.396846
  nChanged 2
		SP:Iteration 43Q (1998.070000 sec): 3 clusters
  Score: Raw -1064739.021797 + Penalty 4420.185720 = -1060318.836077
  nChanged 3
		SP:Iteration 44Q (1998.100000 sec): 3 clusters
  Score: Raw -1064739.685437 + Penalty 4420.185720 = -1060319.499717
  nChanged 2
		SP:Iteration 45Q (1998.120000 sec): 3 clusters
  Score: Raw -1064740.254988 + Penalty 4420.185720 = -1060320.069268
  nChanged 1
		SP:Iteration 46Q (1998.150000 sec): 3 clusters
  Score: Raw -1064740.351446 + Penalty 4420.185720 = -1060320.165726
  nChanged 2
		SP:Iteration 47Q (1998.180000 sec): 3 clusters
  Score: Raw -1064740.649621 + Penalty 4420.185720 = -1060320.463901
  nChanged 0
		SP:Iteration 48F (1998.200000 sec): 3 clusters
  Score: Raw -1064740.649621 + Penalty 4420.185720 = -1060320.463901
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1998.210000 sec): 2 clusters
  Score: Raw -44434.578259 + Penalty 1441.904372 = -42992.673887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1998.210000 sec): 3 clusters
  Score: Raw -44591.006584 + Penalty 2883.808744 = -41707.197840
  nChanged 54
		SP:Iteration 1F (1998.220000 sec): 3 clusters
  Score: Raw -44814.961638 + Penalty 2883.808744 = -41931.152894
  nChanged 20
		SP:Iteration 2F (1998.220000 sec): 3 clusters
  Score: Raw -44951.940453 + Penalty 2883.808744 = -42068.131709
  nChanged 13
		SP:Iteration 3Q (1998.220000 sec): 3 clusters
  Score: Raw -45071.722015 + Penalty 2883.808744 = -42187.913271
  nChanged 13
		SP:Iteration 4Q (1998.220000 sec): 3 clusters
  Score: Raw -45219.794848 + Penalty 2883.808744 = -42335.986104
  nChanged 6
		SP:Iteration 5Q (1998.220000 sec): 3 clusters
  Score: Raw -45270.537284 + Penalty 2883.808744 = -42386.728540
  nChanged 7
		SP:Iteration 6Q (1998.220000 sec): 3 clusters
  Score: Raw -45341.812424 + Penalty 2883.808744 = -42458.003680
  nChanged 7
		SP:Iteration 7Q (1998.220000 sec): 3 clusters
  Score: Raw -45499.165322 + Penalty 2883.808744 = -42615.356578
  nChanged 7
		SP:Iteration 8Q (1998.220000 sec): 3 clusters
  Score: Raw -45567.450755 + Penalty 2883.808744 = -42683.642011
  nChanged 2
		SP:Iteration 9Q (1998.220000 sec): 3 clusters
  Score: Raw -45585.912608 + Penalty 2883.808744 = -42702.103864
  nChanged 4
		SP:Iteration 10Q (1998.220000 sec): 3 clusters
  Score: Raw -45718.334339 + Penalty 2883.808744 = -42834.525595
  nChanged 2
		SP:Iteration 11Q (1998.230000 sec): 3 clusters
  Score: Raw -45803.403452 + Penalty 2883.808744 = -42919.594708
  nChanged 1
		SP:Iteration 12Q (1998.230000 sec): 3 clusters
  Score: Raw -45808.698212 + Penalty 2883.808744 = -42924.889469
  nChanged 0
		SP:Iteration 13F (1998.230000 sec): 3 clusters
  Score: Raw -45808.698212 + Penalty 2883.808744 = -42924.889469
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1998.240000 sec): 2 clusters
  Score: Raw -280744.306061 + Penalty 1887.491492 = -278856.814569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1998.240000 sec): 3 clusters
  Score: Raw -280112.897492 + Penalty 3774.982984 = -276337.914508
  nChanged 699
		SP:Iteration 1F (1998.250000 sec): 3 clusters
  Score: Raw -280980.869194 + Penalty 3774.982984 = -277205.886210
  nChanged 261
		SP:Iteration 2F (1998.260000 sec): 3 clusters
  Score: Raw -281398.776364 + Penalty 3774.982984 = -277623.793380
  nChanged 179
		SP:Iteration 3F (1998.270000 sec): 3 clusters
  Score: Raw -281676.538555 + Penalty 3774.982984 = -277901.555571
  nChanged 129
		SP:Iteration 4F (1998.280000 sec): 3 clusters
  Score: Raw -281910.697782 + Penalty 3774.982984 = -278135.714798
  nChanged 94
		SP:Iteration 5Q (1998.280000 sec): 3 clusters
  Score: Raw -282159.394248 + Penalty 3774.982984 = -278384.411264
  nChanged 77
		SP:Iteration 6Q (1998.290000 sec): 3 clusters
  Score: Raw -282356.184432 + Penalty 3774.982984 = -278581.201448
  nChanged 57
		SP:Iteration 7Q (1998.300000 sec): 3 clusters
  Score: Raw -282473.084117 + Penalty 3774.982984 = -278698.101133
  nChanged 36
		SP:Iteration 8Q (1998.310000 sec): 3 clusters
  Score: Raw -282513.930518 + Penalty 3774.982984 = -278738.947534
  nChanged 17
		SP:Iteration 9Q (1998.320000 sec): 3 clusters
  Score: Raw -282534.017632 + Penalty 3774.982984 = -278759.034648
  nChanged 7
		SP:Iteration 10Q (1998.320000 sec): 3 clusters
  Score: Raw -282543.099768 + Penalty 3774.982984 = -278768.116784
  nChanged 1
		SP:Iteration 11Q (1998.330000 sec): 3 clusters
  Score: Raw -282543.437020 + Penalty 3774.982984 = -278768.454036
  nChanged 0
		SP:Iteration 12F (1998.340000 sec): 3 clusters
  Score: Raw -282543.437020 + Penalty 3774.982984 = -278768.454036
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (20609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1998.420000 sec): 2 clusters
  Score: Raw -2892756.496196 + Penalty 2463.503822 = -2890292.992374
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1998.500000 sec): 3 clusters
  Score: Raw -2880775.191641 + Penalty 4927.007644 = -2875848.183997
  nChanged 9077
		SP:Iteration 1F (1998.580000 sec): 3 clusters
  Score: Raw -2885895.824823 + Penalty 4927.007644 = -2880968.817179
  nChanged 1145
		SP:Iteration 2F (1998.670000 sec): 3 clusters
  Score: Raw -2886394.461819 + Penalty 4927.007644 = -2881467.454175
  nChanged 1019
		SP:Iteration 3Q (1998.750000 sec): 3 clusters
  Score: Raw -2886827.653948 + Penalty 4927.007644 = -2881900.646304
  nChanged 928
		SP:Iteration 4Q (1998.840000 sec): 3 clusters
  Score: Raw -2887222.112589 + Penalty 4927.007644 = -2882295.104945
  nChanged 916
		SP:Iteration 5Q (1998.920000 sec): 3 clusters
  Score: Raw -2887640.742239 + Penalty 4927.007644 = -2882713.734595
  nChanged 929
		SP:Iteration 6Q (1999.010000 sec): 3 clusters
  Score: Raw -2888098.523381 + Penalty 4927.007644 = -2883171.515737
  nChanged 948
		SP:Iteration 7Q (1999.090000 sec): 3 clusters
  Score: Raw -2888578.161791 + Penalty 4927.007644 = -2883651.154148
  nChanged 939
		SP:Iteration 8Q (1999.180000 sec): 3 clusters
  Score: Raw -2889080.930773 + Penalty 4927.007644 = -2884153.923129
  nChanged 944
		SP:Iteration 9Q (1999.260000 sec): 3 clusters
  Score: Raw -2889624.904768 + Penalty 4927.007644 = -2884697.897124
  nChanged 865
		SP:Iteration 10Q (1999.350000 sec): 3 clusters
  Score: Raw -2890189.625773 + Penalty 4927.007644 = -2885262.618130
  nChanged 804
		SP:Iteration 11Q (1999.430000 sec): 3 clusters
  Score: Raw -2890889.907447 + Penalty 4927.007644 = -2885962.899804
  nChanged 762
		SP:Iteration 12Q (1999.520000 sec): 3 clusters
  Score: Raw -2891632.310465 + Penalty 4927.007644 = -2886705.302821
  nChanged 654
		SP:Iteration 13Q (1999.600000 sec): 3 clusters
  Score: Raw -2892224.344159 + Penalty 4927.007644 = -2887297.336516
  nChanged 540
		SP:Iteration 14Q (1999.680000 sec): 3 clusters
  Score: Raw -2892577.464525 + Penalty 4927.007644 = -2887650.456881
  nChanged 387
		SP:Iteration 15Q (1999.760000 sec): 3 clusters
  Score: Raw -2892794.860663 + Penalty 4927.007644 = -2887867.853020
  nChanged 312
		SP:Iteration 16Q (1999.830000 sec): 3 clusters
  Score: Raw -2892936.005119 + Penalty 4927.007644 = -2888008.997476
  nChanged 215
		SP:Iteration 17Q (1999.900000 sec): 3 clusters
  Score: Raw -2893017.677920 + Penalty 4927.007644 = -2888090.670276
  nChanged 168
		SP:Iteration 18Q (1999.980000 sec): 3 clusters
  Score: Raw -2893072.753757 + Penalty 4927.007644 = -2888145.746113
  nChanged 129
		SP:Iteration 19Q (2000.050000 sec): 3 clusters
  Score: Raw -2893108.637474 + Penalty 4927.007644 = -2888181.629830
  nChanged 90
		SP:Iteration 20F (2000.130000 sec): 3 clusters
  Score: Raw -2893133.616876 + Penalty 4927.007644 = -2888206.609232
  nChanged 97
		SP:Iteration 21Q (2000.200000 sec): 3 clusters
  Score: Raw -2893156.152147 + Penalty 4927.007644 = -2888229.144503
  nChanged 68
		SP:Iteration 22Q (2000.270000 sec): 3 clusters
  Score: Raw -2893170.233178 + Penalty 4927.007644 = -2888243.225535
  nChanged 66
		SP:Iteration 23Q (2000.340000 sec): 3 clusters
  Score: Raw -2893184.791436 + Penalty 4927.007644 = -2888257.783792
  nChanged 58
		SP:Iteration 24Q (2000.420000 sec): 3 clusters
  Score: Raw -2893196.286492 + Penalty 4927.007644 = -2888269.278848
  nChanged 50
		SP:Iteration 25Q (2000.490000 sec): 3 clusters
  Score: Raw -2893204.217241 + Penalty 4927.007644 = -2888277.209598
  nChanged 25
		SP:Iteration 26Q (2000.560000 sec): 3 clusters
  Score: Raw -2893207.220101 + Penalty 4927.007644 = -2888280.212457
  nChanged 16
		SP:Iteration 27Q (2000.630000 sec): 3 clusters
  Score: Raw -2893209.336548 + Penalty 4927.007644 = -2888282.328905
  nChanged 13
		SP:Iteration 28Q (2000.700000 sec): 3 clusters
  Score: Raw -2893210.990128 + Penalty 4927.007644 = -2888283.982484
  nChanged 14
		SP:Iteration 29Q (2000.770000 sec): 3 clusters
  Score: Raw -2893212.502610 + Penalty 4927.007644 = -2888285.494967
  nChanged 9
		SP:Iteration 30Q (2000.840000 sec): 3 clusters
  Score: Raw -2893213.617271 + Penalty 4927.007644 = -2888286.609627
  nChanged 10
		SP:Iteration 31Q (2000.910000 sec): 3 clusters
  Score: Raw -2893214.754834 + Penalty 4927.007644 = -2888287.747190
  nChanged 6
		SP:Iteration 32Q (2000.980000 sec): 3 clusters
  Score: Raw -2893215.318923 + Penalty 4927.007644 = -2888288.311280
  nChanged 10
		SP:Iteration 33Q (2001.050000 sec): 3 clusters
  Score: Raw -2893216.728161 + Penalty 4927.007644 = -2888289.720518
  nChanged 7
		SP:Iteration 34Q (2001.120000 sec): 3 clusters
  Score: Raw -2893217.567029 + Penalty 4927.007644 = -2888290.559385
  nChanged 8
		SP:Iteration 35Q (2001.190000 sec): 3 clusters
  Score: Raw -2893218.778027 + Penalty 4927.007644 = -2888291.770384
  nChanged 8
		SP:Iteration 36Q (2001.260000 sec): 3 clusters
  Score: Raw -2893219.761094 + Penalty 4927.007644 = -2888292.753450
  nChanged 5
		SP:Iteration 37Q (2001.330000 sec): 3 clusters
  Score: Raw -2893220.315995 + Penalty 4927.007644 = -2888293.308351
  nChanged 7
		SP:Iteration 38Q (2001.400000 sec): 3 clusters
  Score: Raw -2893221.217140 + Penalty 4927.007644 = -2888294.209496
  nChanged 7
		SP:Iteration 39Q (2001.470000 sec): 3 clusters
  Score: Raw -2893222.226703 + Penalty 4927.007644 = -2888295.219059
  nChanged 11
		SP:Iteration 40F (2001.550000 sec): 3 clusters
  Score: Raw -2893223.288068 + Penalty 4927.007644 = -2888296.280424
  nChanged 8
		SP:Iteration 41Q (2001.620000 sec): 3 clusters
  Score: Raw -2893224.495817 + Penalty 4927.007644 = -2888297.488174
  nChanged 9
		SP:Iteration 42Q (2001.690000 sec): 3 clusters
  Score: Raw -2893226.201089 + Penalty 4927.007644 = -2888299.193446
  nChanged 11
		SP:Iteration 43Q (2001.760000 sec): 3 clusters
  Score: Raw -2893227.518603 + Penalty 4927.007644 = -2888300.510959
  nChanged 13
		SP:Iteration 44Q (2001.830000 sec): 3 clusters
  Score: Raw -2893228.874823 + Penalty 4927.007644 = -2888301.867180
  nChanged 7
		SP:Iteration 45Q (2001.900000 sec): 3 clusters
  Score: Raw -2893229.588307 + Penalty 4927.007644 = -2888302.580664
  nChanged 9
		SP:Iteration 46Q (2001.970000 sec): 3 clusters
  Score: Raw -2893230.657190 + Penalty 4927.007644 = -2888303.649546
  nChanged 7
		SP:Iteration 47Q (2002.040000 sec): 3 clusters
  Score: Raw -2893231.351117 + Penalty 4927.007644 = -2888304.343473
  nChanged 2
		SP:Iteration 48Q (2002.110000 sec): 3 clusters
  Score: Raw -2893231.477405 + Penalty 4927.007644 = -2888304.469761
  nChanged 2
		SP:Iteration 49Q (2002.180000 sec): 3 clusters
  Score: Raw -2893231.723631 + Penalty 4927.007644 = -2888304.715987
  nChanged 4
		SP:Iteration 50Q (2002.250000 sec): 3 clusters
  Score: Raw -2893232.603599 + Penalty 4927.007644 = -2888305.595956
  nChanged 7
		SP:Iteration 51Q (2002.320000 sec): 3 clusters
  Score: Raw -2893233.338520 + Penalty 4927.007644 = -2888306.330876
  nChanged 8
		SP:Iteration 52Q (2002.390000 sec): 3 clusters
  Score: Raw -2893234.332365 + Penalty 4927.007644 = -2888307.324721
  nChanged 6
		SP:Iteration 53Q (2002.460000 sec): 3 clusters
  Score: Raw -2893235.163330 + Penalty 4927.007644 = -2888308.155687
  nChanged 4
		SP:Iteration 54Q (2002.530000 sec): 3 clusters
  Score: Raw -2893235.404502 + Penalty 4927.007644 = -2888308.396858
  nChanged 2
		SP:Iteration 55Q (2002.600000 sec): 3 clusters
  Score: Raw -2893235.671173 + Penalty 4927.007644 = -2888308.663530
  nChanged 2
		SP:Iteration 56Q (2002.660000 sec): 3 clusters
  Score: Raw -2893235.794846 + Penalty 4927.007644 = -2888308.787202
  nChanged 1
		SP:Iteration 57Q (2002.730000 sec): 3 clusters
  Score: Raw -2893235.864472 + Penalty 4927.007644 = -2888308.856829
  nChanged 0
		SP:Iteration 58F (2002.820000 sec): 3 clusters
  Score: Raw -2893235.864472 + Penalty 4927.007644 = -2888308.856829
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (42763 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2002.970000 sec): 2 clusters
  Score: Raw -6598290.017478 + Penalty 2644.530273 = -6595645.487205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2003.150000 sec): 3 clusters
  Score: Raw -6571944.341942 + Penalty 5289.060547 = -6566655.281395
  nChanged 19675
		SP:Iteration 1F (2003.320000 sec): 3 clusters
  Score: Raw -6582700.926892 + Penalty 5289.060547 = -6577411.866346
  nChanged 1778
		SP:Iteration 2Q (2003.500000 sec): 3 clusters
  Score: Raw -6583205.305794 + Penalty 5289.060547 = -6577916.245247
  nChanged 1659
		SP:Iteration 3Q (2003.680000 sec): 3 clusters
  Score: Raw -6583679.914402 + Penalty 5289.060547 = -6578390.853855
  nChanged 1579
		SP:Iteration 4Q (2003.860000 sec): 3 clusters
  Score: Raw -6584157.551412 + Penalty 5289.060547 = -6578868.490865
  nChanged 1565
		SP:Iteration 5Q (2004.030000 sec): 3 clusters
  Score: Raw -6584673.784492 + Penalty 5289.060547 = -6579384.723945
  nChanged 1566
		SP:Iteration 6Q (2004.210000 sec): 3 clusters
  Score: Raw -6585233.954647 + Penalty 5289.060547 = -6579944.894101
  nChanged 1607
		SP:Iteration 7Q (2004.390000 sec): 3 clusters
  Score: Raw -6585895.471531 + Penalty 5289.060547 = -6580606.410984
  nChanged 1714
		SP:Iteration 8Q (2004.560000 sec): 3 clusters
  Score: Raw -6586764.909896 + Penalty 5289.060547 = -6581475.849349
  nChanged 1908
		SP:Iteration 9Q (2004.740000 sec): 3 clusters
  Score: Raw -6587839.950793 + Penalty 5289.060547 = -6582550.890246
  nChanged 1998
		SP:Iteration 10Q (2004.920000 sec): 3 clusters
  Score: Raw -6589103.194131 + Penalty 5289.060547 = -6583814.133585
  nChanged 2060
		SP:Iteration 11Q (2005.090000 sec): 3 clusters
  Score: Raw -6590388.947115 + Penalty 5289.060547 = -6585099.886568
  nChanged 1933
		SP:Iteration 12Q (2005.270000 sec): 3 clusters
  Score: Raw -6591483.720005 + Penalty 5289.060547 = -6586194.659458
  nChanged 1717
		SP:Iteration 13Q (2005.440000 sec): 3 clusters
  Score: Raw -6592350.088838 + Penalty 5289.060547 = -6587061.028292
  nChanged 1462
		SP:Iteration 14Q (2005.610000 sec): 3 clusters
  Score: Raw -6593019.056397 + Penalty 5289.060547 = -6587729.995850
  nChanged 1303
		SP:Iteration 15Q (2005.780000 sec): 3 clusters
  Score: Raw -6593603.180668 + Penalty 5289.060547 = -6588314.120121
  nChanged 1266
		SP:Iteration 16Q (2005.940000 sec): 3 clusters
  Score: Raw -6594200.292825 + Penalty 5289.060547 = -6588911.232278
  nChanged 1224
		SP:Iteration 17Q (2006.100000 sec): 3 clusters
  Score: Raw -6594804.239951 + Penalty 5289.060547 = -6589515.179404
  nChanged 1211
		SP:Iteration 18Q (2006.260000 sec): 3 clusters
  Score: Raw -6595428.809880 + Penalty 5289.060547 = -6590139.749333
  nChanged 1137
		SP:Iteration 19Q (2006.420000 sec): 3 clusters
  Score: Raw -6596024.155592 + Penalty 5289.060547 = -6590735.095045
  nChanged 984
		SP:Iteration 20F (2006.590000 sec): 3 clusters
  Score: Raw -6596559.834855 + Penalty 5289.060547 = -6591270.774309
  nChanged 856
		SP:Iteration 21Q (2006.740000 sec): 3 clusters
  Score: Raw -6597044.746906 + Penalty 5289.060547 = -6591755.686359
  nChanged 758
		SP:Iteration 22Q (2006.880000 sec): 3 clusters
  Score: Raw -6597494.822111 + Penalty 5289.060547 = -6592205.761565
  nChanged 580
		SP:Iteration 23Q (2007.020000 sec): 3 clusters
  Score: Raw -6597855.935873 + Penalty 5289.060547 = -6592566.875326
  nChanged 446
		SP:Iteration 24Q (2007.160000 sec): 3 clusters
  Score: Raw -6598137.911724 + Penalty 5289.060547 = -6592848.851177
  nChanged 325
		SP:Iteration 25Q (2007.290000 sec): 3 clusters
  Score: Raw -6598335.725464 + Penalty 5289.060547 = -6593046.664918
  nChanged 240
		SP:Iteration 26Q (2007.420000 sec): 3 clusters
  Score: Raw -6598479.092879 + Penalty 5289.060547 = -6593190.032332
  nChanged 179
		SP:Iteration 27Q (2007.560000 sec): 3 clusters
  Score: Raw -6598584.925115 + Penalty 5289.060547 = -6593295.864568
  nChanged 135
		SP:Iteration 28Q (2007.690000 sec): 3 clusters
  Score: Raw -6598668.711340 + Penalty 5289.060547 = -6593379.650794
  nChanged 104
		SP:Iteration 29Q (2007.820000 sec): 3 clusters
  Score: Raw -6598736.604353 + Penalty 5289.060547 = -6593447.543806
  nChanged 90
		SP:Iteration 30Q (2007.940000 sec): 3 clusters
  Score: Raw -6598797.228736 + Penalty 5289.060547 = -6593508.168190
  nChanged 81
		SP:Iteration 31Q (2008.070000 sec): 3 clusters
  Score: Raw -6598854.059745 + Penalty 5289.060547 = -6593564.999199
  nChanged 62
		SP:Iteration 32Q (2008.200000 sec): 3 clusters
  Score: Raw -6598897.407892 + Penalty 5289.060547 = -6593608.347345
  nChanged 49
		SP:Iteration 33Q (2008.320000 sec): 3 clusters
  Score: Raw -6598940.769489 + Penalty 5289.060547 = -6593651.708943
  nChanged 50
		SP:Iteration 34Q (2008.450000 sec): 3 clusters
  Score: Raw -6598981.093324 + Penalty 5289.060547 = -6593692.032777
  nChanged 49
		SP:Iteration 35Q (2008.570000 sec): 3 clusters
  Score: Raw -6599024.383962 + Penalty 5289.060547 = -6593735.323415
  nChanged 40
		SP:Iteration 36Q (2008.700000 sec): 3 clusters
  Score: Raw -6599058.185340 + Penalty 5289.060547 = -6593769.124794
  nChanged 40
		SP:Iteration 37Q (2008.820000 sec): 3 clusters
  Score: Raw -6599094.347923 + Penalty 5289.060547 = -6593805.287376
  nChanged 47
		SP:Iteration 38Q (2008.940000 sec): 3 clusters
  Score: Raw -6599137.571489 + Penalty 5289.060547 = -6593848.510942
  nChanged 37
		SP:Iteration 39Q (2009.070000 sec): 3 clusters
  Score: Raw -6599170.357837 + Penalty 5289.060547 = -6593881.297290
  nChanged 30
		SP:Iteration 40F (2009.240000 sec): 3 clusters
  Score: Raw -6599221.137070 + Penalty 5289.060547 = -6593932.076523
  nChanged 39
		SP:Iteration 41Q (2009.360000 sec): 3 clusters
  Score: Raw -6599270.476647 + Penalty 5289.060547 = -6593981.416101
  nChanged 43
		SP:Iteration 42Q (2009.480000 sec): 3 clusters
  Score: Raw -6599321.410146 + Penalty 5289.060547 = -6594032.349599
  nChanged 49
		SP:Iteration 43Q (2009.600000 sec): 3 clusters
  Score: Raw -6599387.779736 + Penalty 5289.060547 = -6594098.719190
  nChanged 41
		SP:Iteration 44Q (2009.730000 sec): 3 clusters
  Score: Raw -6599441.201773 + Penalty 5289.060547 = -6594152.141226
  nChanged 30
		SP:Iteration 45Q (2009.850000 sec): 3 clusters
  Score: Raw -6599483.701686 + Penalty 5289.060547 = -6594194.641139
  nChanged 20
		SP:Iteration 46Q (2009.970000 sec): 3 clusters
  Score: Raw -6599512.056741 + Penalty 5289.060547 = -6594222.996194
  nChanged 25
		SP:Iteration 47Q (2010.090000 sec): 3 clusters
  Score: Raw -6599553.742429 + Penalty 5289.060547 = -6594264.681882
  nChanged 23
		SP:Iteration 48Q (2010.210000 sec): 3 clusters
  Score: Raw -6599582.420395 + Penalty 5289.060547 = -6594293.359848
  nChanged 14
		SP:Iteration 49Q (2010.340000 sec): 3 clusters
  Score: Raw -6599603.197650 + Penalty 5289.060547 = -6594314.137103
  nChanged 11
		SP:Iteration 50Q (2010.460000 sec): 3 clusters
  Score: Raw -6599623.568308 + Penalty 5289.060547 = -6594334.507761
  nChanged 5
		SP:Iteration 51Q (2010.580000 sec): 3 clusters
  Score: Raw -6599630.602803 + Penalty 5289.060547 = -6594341.542256
  nChanged 6
		SP:Iteration 52Q (2010.700000 sec): 3 clusters
  Score: Raw -6599636.834646 + Penalty 5289.060547 = -6594347.774099
  nChanged 3
		SP:Iteration 53Q (2010.820000 sec): 3 clusters
  Score: Raw -6599642.749869 + Penalty 5289.060547 = -6594353.689322
  nChanged 2
		SP:Iteration 54Q (2010.940000 sec): 3 clusters
  Score: Raw -6599645.149825 + Penalty 5289.060547 = -6594356.089278
  nChanged 1
		SP:Iteration 55Q (2011.060000 sec): 3 clusters
  Score: Raw -6599646.273200 + Penalty 5289.060547 = -6594357.212654
  nChanged 0
		SP:Iteration 56F (2011.220000 sec): 3 clusters
  Score: Raw -6599647.313885 + Penalty 5289.060547 = -6594358.253338
  nChanged 1
		SP:Iteration 57Q (2011.340000 sec): 3 clusters
  Score: Raw -6599647.953923 + Penalty 5289.060547 = -6594358.893376
  nChanged 0
		SP:Iteration 58F (2011.520000 sec): 3 clusters
  Score: Raw -6599647.953923 + Penalty 5289.060547 = -6594358.893376
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119965 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2011.940000 sec): 2 clusters
  Score: Raw -17483351.979701 + Penalty 2900.348918 = -17480451.630783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2012.430000 sec): 3 clusters
  Score: Raw -17406003.874056 + Penalty 5800.697835 = -17400203.176221
  nChanged 57081
		SP:Iteration 1F (2012.920000 sec): 3 clusters
  Score: Raw -17439752.677004 + Penalty 5800.697835 = -17433951.979169
  nChanged 5138
		SP:Iteration 2Q (2013.410000 sec): 3 clusters
  Score: Raw -17441643.703377 + Penalty 5800.697835 = -17435843.005542
  nChanged 6120
		SP:Iteration 3F (2013.900000 sec): 3 clusters
  Score: Raw -17444439.826962 + Penalty 5800.697835 = -17438639.129127
  nChanged 7106
		SP:Iteration 4F (2014.380000 sec): 3 clusters
  Score: Raw -17448321.318847 + Penalty 5800.697835 = -17442520.621012
  nChanged 7705
		SP:Iteration 5F (2014.860000 sec): 3 clusters
  Score: Raw -17452802.230789 + Penalty 5800.697835 = -17447001.532954
  nChanged 7565
		SP:Iteration 6F (2015.350000 sec): 3 clusters
  Score: Raw -17457365.547453 + Penalty 5800.697835 = -17451564.849618
  nChanged 6942
		SP:Iteration 7F (2015.840000 sec): 3 clusters
  Score: Raw -17461525.591094 + Penalty 5800.697835 = -17455724.893259
  nChanged 5975
		SP:Iteration 8Q (2016.330000 sec): 3 clusters
  Score: Raw -17465136.644304 + Penalty 5800.697835 = -17459335.946469
  nChanged 5185
		SP:Iteration 9Q (2016.810000 sec): 3 clusters
  Score: Raw -17468466.237553 + Penalty 5800.697835 = -17462665.539718
  nChanged 4505
		SP:Iteration 10Q (2017.300000 sec): 3 clusters
  Score: Raw -17471411.625271 + Penalty 5800.697835 = -17465610.927436
  nChanged 3841
		SP:Iteration 11Q (2017.760000 sec): 3 clusters
  Score: Raw -17474051.836169 + Penalty 5800.697835 = -17468251.138334
  nChanged 3256
		SP:Iteration 12Q (2018.210000 sec): 3 clusters
  Score: Raw -17476378.878276 + Penalty 5800.697835 = -17470578.180441
  nChanged 2569
		SP:Iteration 13Q (2018.640000 sec): 3 clusters
  Score: Raw -17478168.762328 + Penalty 5800.697835 = -17472368.064493
  nChanged 2072
		SP:Iteration 14Q (2019.050000 sec): 3 clusters
  Score: Raw -17479619.006711 + Penalty 5800.697835 = -17473818.308876
  nChanged 1656
		SP:Iteration 15Q (2019.440000 sec): 3 clusters
  Score: Raw -17480770.628086 + Penalty 5800.697835 = -17474969.930251
  nChanged 1302
		SP:Iteration 16Q (2019.820000 sec): 3 clusters
  Score: Raw -17481636.220921 + Penalty 5800.697835 = -17475835.523086
  nChanged 900
		SP:Iteration 17Q (2020.190000 sec): 3 clusters
  Score: Raw -17482226.577703 + Penalty 5800.697835 = -17476425.879868
  nChanged 704
		SP:Iteration 18Q (2020.550000 sec): 3 clusters
  Score: Raw -17482703.025290 + Penalty 5800.697835 = -17476902.327455
  nChanged 463
		SP:Iteration 19Q (2020.910000 sec): 3 clusters
  Score: Raw -17483003.985491 + Penalty 5800.697835 = -17477203.287656
  nChanged 329
		SP:Iteration 20F (2021.390000 sec): 3 clusters
  Score: Raw -17483224.493698 + Penalty 5800.697835 = -17477423.795863
  nChanged 237
		SP:Iteration 21Q (2021.740000 sec): 3 clusters
  Score: Raw -17483361.673579 + Penalty 5800.697835 = -17477560.975744
  nChanged 175
		SP:Iteration 22Q (2022.090000 sec): 3 clusters
  Score: Raw -17483462.246049 + Penalty 5800.697835 = -17477661.548214
  nChanged 134
		SP:Iteration 23Q (2022.430000 sec): 3 clusters
  Score: Raw -17483528.041345 + Penalty 5800.697835 = -17477727.343510
  nChanged 92
		SP:Iteration 24Q (2022.780000 sec): 3 clusters
  Score: Raw -17483570.008544 + Penalty 5800.697835 = -17477769.310709
  nChanged 67
		SP:Iteration 25Q (2023.130000 sec): 3 clusters
  Score: Raw -17483600.363486 + Penalty 5800.697835 = -17477799.665651
  nChanged 43
		SP:Iteration 26Q (2023.470000 sec): 3 clusters
  Score: Raw -17483619.456392 + Penalty 5800.697835 = -17477818.758557
  nChanged 38
		SP:Iteration 27Q (2023.820000 sec): 3 clusters
  Score: Raw -17483635.244602 + Penalty 5800.697835 = -17477834.546767
  nChanged 31
		SP:Iteration 28Q (2024.170000 sec): 3 clusters
  Score: Raw -17483648.166992 + Penalty 5800.697835 = -17477847.469157
  nChanged 20
		SP:Iteration 29Q (2024.510000 sec): 3 clusters
  Score: Raw -17483655.650796 + Penalty 5800.697835 = -17477854.952961
  nChanged 24
		SP:Iteration 30Q (2024.850000 sec): 3 clusters
  Score: Raw -17483665.094208 + Penalty 5800.697835 = -17477864.396373
  nChanged 18
		SP:Iteration 31Q (2025.200000 sec): 3 clusters
  Score: Raw -17483671.743267 + Penalty 5800.697835 = -17477871.045432
  nChanged 16
		SP:Iteration 32Q (2025.540000 sec): 3 clusters
  Score: Raw -17483679.097813 + Penalty 5800.697835 = -17477878.399978
  nChanged 19
		SP:Iteration 33Q (2025.890000 sec): 3 clusters
  Score: Raw -17483687.352037 + Penalty 5800.697835 = -17477886.654202
  nChanged 23
		SP:Iteration 34Q (2026.230000 sec): 3 clusters
  Score: Raw -17483698.331721 + Penalty 5800.697835 = -17477897.633886
  nChanged 23
		SP:Iteration 35Q (2026.570000 sec): 3 clusters
  Score: Raw -17483709.070185 + Penalty 5800.697835 = -17477908.372350
  nChanged 26
		SP:Iteration 36Q (2026.910000 sec): 3 clusters
  Score: Raw -17483721.483228 + Penalty 5800.697835 = -17477920.785393
  nChanged 21
		SP:Iteration 37Q (2027.250000 sec): 3 clusters
  Score: Raw -17483731.065161 + Penalty 5800.697835 = -17477930.367326
  nChanged 16
		SP:Iteration 38Q (2027.600000 sec): 3 clusters
  Score: Raw -17483737.627480 + Penalty 5800.697835 = -17477936.929645
  nChanged 10
		SP:Iteration 39Q (2027.940000 sec): 3 clusters
  Score: Raw -17483741.805756 + Penalty 5800.697835 = -17477941.107921
  nChanged 12
		SP:Iteration 40F (2028.420000 sec): 3 clusters
  Score: Raw -17483747.755574 + Penalty 5800.697835 = -17477947.057739
  nChanged 7
		SP:Iteration 41Q (2028.760000 sec): 3 clusters
  Score: Raw -17483751.318942 + Penalty 5800.697835 = -17477950.621107
  nChanged 6
		SP:Iteration 42Q (2029.110000 sec): 3 clusters
  Score: Raw -17483753.445247 + Penalty 5800.697835 = -17477952.747412
  nChanged 5
		SP:Iteration 43Q (2029.450000 sec): 3 clusters
  Score: Raw -17483755.558888 + Penalty 5800.697835 = -17477954.861053
  nChanged 5
		SP:Iteration 44Q (2029.790000 sec): 3 clusters
  Score: Raw -17483757.752075 + Penalty 5800.697835 = -17477957.054240
  nChanged 3
		SP:Iteration 45Q (2030.140000 sec): 3 clusters
  Score: Raw -17483759.729115 + Penalty 5800.697835 = -17477959.031280
  nChanged 3
		SP:Iteration 46Q (2030.480000 sec): 3 clusters
  Score: Raw -17483760.577013 + Penalty 5800.697835 = -17477959.879178
  nChanged 0
		SP:Iteration 47F (2030.960000 sec): 3 clusters
  Score: Raw -17483760.577013 + Penalty 5800.697835 = -17477959.879178
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11717 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2031.040000 sec): 2 clusters
  Score: Raw -1787233.162472 + Penalty 2323.461422 = -1784909.701049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2031.090000 sec): 3 clusters
  Score: Raw -1780792.892654 + Penalty 4646.922845 = -1776145.969810
  nChanged 4910
		SP:Iteration 1F (2031.130000 sec): 3 clusters
  Score: Raw -1783313.337256 + Penalty 4646.922845 = -1778666.414411
  nChanged 736
		SP:Iteration 2F (2031.180000 sec): 3 clusters
  Score: Raw -1783608.925093 + Penalty 4646.922845 = -1778962.002249
  nChanged 539
		SP:Iteration 3Q (2031.230000 sec): 3 clusters
  Score: Raw -1783822.956275 + Penalty 4646.922845 = -1779176.033431
  nChanged 476
		SP:Iteration 4Q (2031.270000 sec): 3 clusters
  Score: Raw -1783988.298296 + Penalty 4646.922845 = -1779341.375452
  nChanged 348
		SP:Iteration 5Q (2031.320000 sec): 3 clusters
  Score: Raw -1784107.756905 + Penalty 4646.922845 = -1779460.834060
  nChanged 330
		SP:Iteration 6Q (2031.360000 sec): 3 clusters
  Score: Raw -1784218.355761 + Penalty 4646.922845 = -1779571.432916
  nChanged 284
		SP:Iteration 7Q (2031.410000 sec): 3 clusters
  Score: Raw -1784322.962813 + Penalty 4646.922845 = -1779676.039968
  nChanged 301
		SP:Iteration 8Q (2031.460000 sec): 3 clusters
  Score: Raw -1784447.676748 + Penalty 4646.922845 = -1779800.753904
  nChanged 306
		SP:Iteration 9Q (2031.500000 sec): 3 clusters
  Score: Raw -1784580.505902 + Penalty 4646.922845 = -1779933.583058
  nChanged 329
		SP:Iteration 10Q (2031.550000 sec): 3 clusters
  Score: Raw -1784728.233290 + Penalty 4646.922845 = -1780081.310446
  nChanged 353
		SP:Iteration 11Q (2031.600000 sec): 3 clusters
  Score: Raw -1784889.587397 + Penalty 4646.922845 = -1780242.664553
  nChanged 370
		SP:Iteration 12Q (2031.640000 sec): 3 clusters
  Score: Raw -1785062.424630 + Penalty 4646.922845 = -1780415.501785
  nChanged 395
		SP:Iteration 13Q (2031.690000 sec): 3 clusters
  Score: Raw -1785276.671115 + Penalty 4646.922845 = -1780629.748271
  nChanged 424
		SP:Iteration 14Q (2031.740000 sec): 3 clusters
  Score: Raw -1785536.103027 + Penalty 4646.922845 = -1780889.180182
  nChanged 455
		SP:Iteration 15Q (2031.780000 sec): 3 clusters
  Score: Raw -1785818.061134 + Penalty 4646.922845 = -1781171.138290
  nChanged 408
		SP:Iteration 16Q (2031.830000 sec): 3 clusters
  Score: Raw -1786095.940801 + Penalty 4646.922845 = -1781449.017957
  nChanged 405
		SP:Iteration 17Q (2031.870000 sec): 3 clusters
  Score: Raw -1786376.274416 + Penalty 4646.922845 = -1781729.351571
  nChanged 355
		SP:Iteration 18Q (2031.910000 sec): 3 clusters
  Score: Raw -1786641.548204 + Penalty 4646.922845 = -1781994.625360
  nChanged 325
		SP:Iteration 19Q (2031.960000 sec): 3 clusters
  Score: Raw -1786883.917799 + Penalty 4646.922845 = -1782236.994955
  nChanged 227
		SP:Iteration 20F (2032.000000 sec): 3 clusters
  Score: Raw -1787055.049647 + Penalty 4646.922845 = -1782408.126802
  nChanged 173
		SP:Iteration 21Q (2032.040000 sec): 3 clusters
  Score: Raw -1787187.723454 + Penalty 4646.922845 = -1782540.800610
  nChanged 114
		SP:Iteration 22Q (2032.080000 sec): 3 clusters
  Score: Raw -1787277.755265 + Penalty 4646.922845 = -1782630.832420
  nChanged 80
		SP:Iteration 23Q (2032.120000 sec): 3 clusters
  Score: Raw -1787340.416124 + Penalty 4646.922845 = -1782693.493279
  nChanged 58
		SP:Iteration 24Q (2032.160000 sec): 3 clusters
  Score: Raw -1787389.387781 + Penalty 4646.922845 = -1782742.464936
  nChanged 39
		SP:Iteration 25Q (2032.190000 sec): 3 clusters
  Score: Raw -1787419.812025 + Penalty 4646.922845 = -1782772.889181
  nChanged 24
		SP:Iteration 26Q (2032.230000 sec): 3 clusters
  Score: Raw -1787446.589230 + Penalty 4646.922845 = -1782799.666385
  nChanged 28
		SP:Iteration 27Q (2032.260000 sec): 3 clusters
  Score: Raw -1787476.882449 + Penalty 4646.922845 = -1782829.959605
  nChanged 13
		SP:Iteration 28Q (2032.300000 sec): 3 clusters
  Score: Raw -1787490.502570 + Penalty 4646.922845 = -1782843.579725
  nChanged 8
		SP:Iteration 29Q (2032.340000 sec): 3 clusters
  Score: Raw -1787497.718937 + Penalty 4646.922845 = -1782850.796092
  nChanged 8
		SP:Iteration 30Q (2032.370000 sec): 3 clusters
  Score: Raw -1787503.827225 + Penalty 4646.922845 = -1782856.904380
  nChanged 3
		SP:Iteration 31Q (2032.410000 sec): 3 clusters
  Score: Raw -1787506.148396 + Penalty 4646.922845 = -1782859.225551
  nChanged 3
		SP:Iteration 32Q (2032.440000 sec): 3 clusters
  Score: Raw -1787508.726134 + Penalty 4646.922845 = -1782861.803290
  nChanged 1
		SP:Iteration 33Q (2032.480000 sec): 3 clusters
  Score: Raw -1787510.088247 + Penalty 4646.922845 = -1782863.165402
  nChanged 2
		SP:Iteration 34Q (2032.510000 sec): 3 clusters
  Score: Raw -1787512.595610 + Penalty 4646.922845 = -1782865.672766
  nChanged 4
		SP:Iteration 35Q (2032.550000 sec): 3 clusters
  Score: Raw -1787515.844406 + Penalty 4646.922845 = -1782868.921562
  nChanged 1
		SP:Iteration 36Q (2032.580000 sec): 3 clusters
  Score: Raw -1787516.977445 + Penalty 4646.922845 = -1782870.054601
  nChanged 2
		SP:Iteration 37Q (2032.620000 sec): 3 clusters
  Score: Raw -1787519.103401 + Penalty 4646.922845 = -1782872.180557
  nChanged 1
		SP:Iteration 38Q (2032.650000 sec): 3 clusters
  Score: Raw -1787519.875302 + Penalty 4646.922845 = -1782872.952458
  nChanged 2
		SP:Iteration 39Q (2032.690000 sec): 3 clusters
  Score: Raw -1787523.079336 + Penalty 4646.922845 = -1782876.156491
  nChanged 3
		SP:Iteration 40F (2032.740000 sec): 3 clusters
  Score: Raw -1787525.248921 + Penalty 4646.922845 = -1782878.326076
  nChanged 1
		SP:Iteration 41Q (2032.770000 sec): 3 clusters
  Score: Raw -1787526.322186 + Penalty 4646.922845 = -1782879.399341
  nChanged 1
		SP:Iteration 42Q (2032.810000 sec): 3 clusters
  Score: Raw -1787526.765907 + Penalty 4646.922845 = -1782879.843062
  nChanged 0
		SP:Iteration 43F (2032.860000 sec): 3 clusters
  Score: Raw -1787526.765907 + Penalty 4646.922845 = -1782879.843062
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (3729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2032.880000 sec): 2 clusters
  Score: Raw -531615.056039 + Penalty 2039.526054 = -529575.529984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2032.900000 sec): 3 clusters
  Score: Raw -529941.489615 + Penalty 4079.052109 = -525862.437506
  nChanged 1328
		SP:Iteration 1F (2032.910000 sec): 3 clusters
  Score: Raw -530687.548154 + Penalty 4079.052109 = -526608.496046
  nChanged 285
		SP:Iteration 2F (2032.930000 sec): 3 clusters
  Score: Raw -530884.158635 + Penalty 4079.052109 = -526805.106526
  nChanged 207
		SP:Iteration 3F (2032.940000 sec): 3 clusters
  Score: Raw -531027.564536 + Penalty 4079.052109 = -526948.512427
  nChanged 152
		SP:Iteration 4Q (2032.960000 sec): 3 clusters
  Score: Raw -531120.543048 + Penalty 4079.052109 = -527041.490940
  nChanged 106
		SP:Iteration 5Q (2032.970000 sec): 3 clusters
  Score: Raw -531190.619971 + Penalty 4079.052109 = -527111.567862
  nChanged 87
		SP:Iteration 6Q (2032.990000 sec): 3 clusters
  Score: Raw -531244.652871 + Penalty 4079.052109 = -527165.600763
  nChanged 91
		SP:Iteration 7Q (2033.000000 sec): 3 clusters
  Score: Raw -531297.944624 + Penalty 4079.052109 = -527218.892515
  nChanged 87
		SP:Iteration 8Q (2033.020000 sec): 3 clusters
  Score: Raw -531355.880868 + Penalty 4079.052109 = -527276.828759
  nChanged 73
		SP:Iteration 9Q (2033.030000 sec): 3 clusters
  Score: Raw -531398.857992 + Penalty 4079.052109 = -527319.805884
  nChanged 65
		SP:Iteration 10Q (2033.050000 sec): 3 clusters
  Score: Raw -531440.377942 + Penalty 4079.052109 = -527361.325833
  nChanged 74
		SP:Iteration 11Q (2033.060000 sec): 3 clusters
  Score: Raw -531493.614400 + Penalty 4079.052109 = -527414.562292
  nChanged 81
		SP:Iteration 12Q (2033.080000 sec): 3 clusters
  Score: Raw -531550.708526 + Penalty 4079.052109 = -527471.656417
  nChanged 69
		SP:Iteration 13Q (2033.090000 sec): 3 clusters
  Score: Raw -531605.011141 + Penalty 4079.052109 = -527525.959032
  nChanged 73
		SP:Iteration 14Q (2033.100000 sec): 3 clusters
  Score: Raw -531657.398148 + Penalty 4079.052109 = -527578.346040
  nChanged 71
		SP:Iteration 15Q (2033.120000 sec): 3 clusters
  Score: Raw -531717.739116 + Penalty 4079.052109 = -527638.687008
  nChanged 74
		SP:Iteration 16Q (2033.140000 sec): 3 clusters
  Score: Raw -531774.979183 + Penalty 4079.052109 = -527695.927074
  nChanged 81
		SP:Iteration 17Q (2033.140000 sec): 3 clusters
  Score: Raw -531837.210845 + Penalty 4079.052109 = -527758.158736
  nChanged 72
		SP:Iteration 18Q (2033.160000 sec): 3 clusters
  Score: Raw -531894.972907 + Penalty 4079.052109 = -527815.920798
  nChanged 56
		SP:Iteration 19Q (2033.170000 sec): 3 clusters
  Score: Raw -531938.971837 + Penalty 4079.052109 = -527859.919728
  nChanged 52
		SP:Iteration 20F (2033.190000 sec): 3 clusters
  Score: Raw -531977.100563 + Penalty 4079.052109 = -527898.048454
  nChanged 49
		SP:Iteration 21Q (2033.200000 sec): 3 clusters
  Score: Raw -532017.213555 + Penalty 4079.052109 = -527938.161447
  nChanged 45
		SP:Iteration 22Q (2033.220000 sec): 3 clusters
  Score: Raw -532050.207209 + Penalty 4079.052109 = -527971.155101
  nChanged 41
		SP:Iteration 23Q (2033.230000 sec): 3 clusters
  Score: Raw -532081.946331 + Penalty 4079.052109 = -528002.894223
  nChanged 36
		SP:Iteration 24Q (2033.240000 sec): 3 clusters
  Score: Raw -532104.771054 + Penalty 4079.052109 = -528025.718945
  nChanged 28
		SP:Iteration 25Q (2033.260000 sec): 3 clusters
  Score: Raw -532122.332898 + Penalty 4079.052109 = -528043.280790
  nChanged 24
		SP:Iteration 26Q (2033.270000 sec): 3 clusters
  Score: Raw -532138.399190 + Penalty 4079.052109 = -528059.347081
  nChanged 26
		SP:Iteration 27Q (2033.280000 sec): 3 clusters
  Score: Raw -532154.656092 + Penalty 4079.052109 = -528075.603983
  nChanged 22
		SP:Iteration 28Q (2033.300000 sec): 3 clusters
  Score: Raw -532169.642623 + Penalty 4079.052109 = -528090.590515
  nChanged 26
		SP:Iteration 29Q (2033.310000 sec): 3 clusters
  Score: Raw -532184.058925 + Penalty 4079.052109 = -528105.006816
  nChanged 12
		SP:Iteration 30Q (2033.320000 sec): 3 clusters
  Score: Raw -532190.663738 + Penalty 4079.052109 = -528111.611630
  nChanged 7
		SP:Iteration 31Q (2033.340000 sec): 3 clusters
  Score: Raw -532195.212577 + Penalty 4079.052109 = -528116.160468
  nChanged 8
		SP:Iteration 32Q (2033.350000 sec): 3 clusters
  Score: Raw -532199.957621 + Penalty 4079.052109 = -528120.905512
  nChanged 10
		SP:Iteration 33Q (2033.360000 sec): 3 clusters
  Score: Raw -532204.639894 + Penalty 4079.052109 = -528125.587785
  nChanged 6
		SP:Iteration 34Q (2033.380000 sec): 3 clusters
  Score: Raw -532207.107071 + Penalty 4079.052109 = -528128.054962
  nChanged 4
		SP:Iteration 35Q (2033.390000 sec): 3 clusters
  Score: Raw -532209.233718 + Penalty 4079.052109 = -528130.181609
  nChanged 4
		SP:Iteration 36Q (2033.400000 sec): 3 clusters
  Score: Raw -532211.630980 + Penalty 4079.052109 = -528132.578872
  nChanged 5
		SP:Iteration 37Q (2033.420000 sec): 3 clusters
  Score: Raw -532213.342846 + Penalty 4079.052109 = -528134.290737
  nChanged 4
		SP:Iteration 38Q (2033.430000 sec): 3 clusters
  Score: Raw -532215.055661 + Penalty 4079.052109 = -528136.003553
  nChanged 1
		SP:Iteration 39Q (2033.440000 sec): 3 clusters
  Score: Raw -532215.377676 + Penalty 4079.052109 = -528136.325567
  nChanged 0
		SP:Iteration 40F (2033.460000 sec): 3 clusters
  Score: Raw -532215.377676 + Penalty 4079.052109 = -528136.325567
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2033.460000 sec): 2 clusters
  Score: Raw -27600.991144 + Penalty 1356.078915 = -26244.912229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2033.460000 sec): 3 clusters
  Score: Raw -27828.194463 + Penalty 2712.157830 = -25116.036633
  nChanged 33
		SP:Iteration 1F (2033.460000 sec): 3 clusters
  Score: Raw -28061.005293 + Penalty 2712.157830 = -25348.847463
  nChanged 12
		SP:Iteration 2F (2033.460000 sec): 3 clusters
  Score: Raw -28198.372559 + Penalty 2712.157830 = -25486.214729
  nChanged 6
		SP:Iteration 3Q (2033.460000 sec): 3 clusters
  Score: Raw -28229.794493 + Penalty 2712.157830 = -25517.636663
  nChanged 3
		SP:Iteration 4Q (2033.460000 sec): 3 clusters
  Score: Raw -28244.614945 + Penalty 2712.157830 = -25532.457115
  nChanged 3
		SP:Iteration 5Q (2033.470000 sec): 3 clusters
  Score: Raw -28257.834662 + Penalty 2712.157830 = -25545.676832
  nChanged 3
		SP:Iteration 6Q (2033.470000 sec): 3 clusters
  Score: Raw -28271.670912 + Penalty 2712.157830 = -25559.513082
  nChanged 3
		SP:Iteration 7Q (2033.470000 sec): 3 clusters
  Score: Raw -28289.498503 + Penalty 2712.157830 = -25577.340673
  nChanged 3
		SP:Iteration 8Q (2033.470000 sec): 3 clusters
  Score: Raw -28303.753013 + Penalty 2712.157830 = -25591.595183
  nChanged 3
		SP:Iteration 9Q (2033.470000 sec): 3 clusters
  Score: Raw -28329.206151 + Penalty 2712.157830 = -25617.048321
  nChanged 2
		SP:Iteration 10Q (2033.470000 sec): 3 clusters
  Score: Raw -28363.013365 + Penalty 2712.157830 = -25650.855535
  nChanged 1
		SP:Iteration 11Q (2033.470000 sec): 3 clusters
  Score: Raw -28371.539522 + Penalty 2712.157830 = -25659.381692
  nChanged 1
		SP:Iteration 12Q (2033.470000 sec): 3 clusters
  Score: Raw -28381.631143 + Penalty 2712.157830 = -25669.473313
  nChanged 0
		SP:Iteration 13F (2033.470000 sec): 3 clusters
  Score: Raw -28381.631143 + Penalty 2712.157830 = -25669.473313
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (31003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2033.590000 sec): 2 clusters
  Score: Raw -4525680.722365 + Penalty 2564.776135 = -4523115.946230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2033.720000 sec): 3 clusters
  Score: Raw -4507083.215395 + Penalty 5129.552269 = -4501953.663125
  nChanged 13972
		SP:Iteration 1F (2033.840000 sec): 3 clusters
  Score: Raw -4514736.128205 + Penalty 5129.552269 = -4509606.575936
  nChanged 1605
		SP:Iteration 2F (2033.960000 sec): 3 clusters
  Score: Raw -4515526.158520 + Penalty 5129.552269 = -4510396.606251
  nChanged 1842
		SP:Iteration 3F (2034.090000 sec): 3 clusters
  Score: Raw -4516573.898890 + Penalty 5129.552269 = -4511444.346621
  nChanged 2057
		SP:Iteration 4F (2034.220000 sec): 3 clusters
  Score: Raw -4517900.036826 + Penalty 5129.552269 = -4512770.484557
  nChanged 2347
		SP:Iteration 5F (2034.340000 sec): 3 clusters
  Score: Raw -4519554.105221 + Penalty 5129.552269 = -4514424.552951
  nChanged 2391
		SP:Iteration 6F (2034.460000 sec): 3 clusters
  Score: Raw -4521311.030166 + Penalty 5129.552269 = -4516181.477896
  nChanged 2087
		SP:Iteration 7F (2034.590000 sec): 3 clusters
  Score: Raw -4522781.221686 + Penalty 5129.552269 = -4517651.669416
  nChanged 1552
		SP:Iteration 8F (2034.710000 sec): 3 clusters
  Score: Raw -4523832.467613 + Penalty 5129.552269 = -4518702.915343
  nChanged 1015
		SP:Iteration 9Q (2034.840000 sec): 3 clusters
  Score: Raw -4524518.763114 + Penalty 5129.552269 = -4519389.210844
  nChanged 643
		SP:Iteration 10Q (2034.960000 sec): 3 clusters
  Score: Raw -4525069.444111 + Penalty 5129.552269 = -4519939.891842
  nChanged 464
		SP:Iteration 11Q (2035.080000 sec): 3 clusters
  Score: Raw -4525966.430853 + Penalty 5129.552269 = -4520836.878584
  nChanged 296
		SP:Iteration 12Q (2035.200000 sec): 3 clusters
  Score: Raw -4526431.084680 + Penalty 5129.552269 = -4521301.532410
  nChanged 236
		SP:Iteration 13Q (2035.300000 sec): 3 clusters
  Score: Raw -4526520.447202 + Penalty 5129.552269 = -4521390.894933
  nChanged 158
		SP:Iteration 14Q (2035.400000 sec): 3 clusters
  Score: Raw -4526569.523787 + Penalty 5129.552269 = -4521439.971517
  nChanged 130
		SP:Iteration 15Q (2035.500000 sec): 3 clusters
  Score: Raw -4526605.157928 + Penalty 5129.552269 = -4521475.605659
  nChanged 121
		SP:Iteration 16Q (2035.600000 sec): 3 clusters
  Score: Raw -4526637.698323 + Penalty 5129.552269 = -4521508.146054
  nChanged 85
		SP:Iteration 17Q (2035.700000 sec): 3 clusters
  Score: Raw -4526657.941612 + Penalty 5129.552269 = -4521528.389342
  nChanged 69
		SP:Iteration 18Q (2035.800000 sec): 3 clusters
  Score: Raw -4526674.079400 + Penalty 5129.552269 = -4521544.527131
  nChanged 69
		SP:Iteration 19Q (2035.900000 sec): 3 clusters
  Score: Raw -4526689.178578 + Penalty 5129.552269 = -4521559.626309
  nChanged 56
		SP:Iteration 20F (2036.020000 sec): 3 clusters
  Score: Raw -4526702.121446 + Penalty 5129.552269 = -4521572.569176
  nChanged 55
		SP:Iteration 21Q (2036.120000 sec): 3 clusters
  Score: Raw -4526714.089609 + Penalty 5129.552269 = -4521584.537339
  nChanged 43
		SP:Iteration 22Q (2036.210000 sec): 3 clusters
  Score: Raw -4526723.839125 + Penalty 5129.552269 = -4521594.286856
  nChanged 44
		SP:Iteration 23Q (2036.300000 sec): 3 clusters
  Score: Raw -4526732.253787 + Penalty 5129.552269 = -4521602.701517
  nChanged 38
		SP:Iteration 24Q (2036.390000 sec): 3 clusters
  Score: Raw -4526740.748940 + Penalty 5129.552269 = -4521611.196670
  nChanged 35
		SP:Iteration 25Q (2036.480000 sec): 3 clusters
  Score: Raw -4526749.209878 + Penalty 5129.552269 = -4521619.657609
  nChanged 29
		SP:Iteration 26Q (2036.570000 sec): 3 clusters
  Score: Raw -4526755.051510 + Penalty 5129.552269 = -4521625.499241
  nChanged 27
		SP:Iteration 27Q (2036.670000 sec): 3 clusters
  Score: Raw -4526759.756813 + Penalty 5129.552269 = -4521630.204544
  nChanged 23
		SP:Iteration 28Q (2036.760000 sec): 3 clusters
  Score: Raw -4526763.944572 + Penalty 5129.552269 = -4521634.392302
  nChanged 15
		SP:Iteration 29Q (2036.850000 sec): 3 clusters
  Score: Raw -4526767.525212 + Penalty 5129.552269 = -4521637.972943
  nChanged 20
		SP:Iteration 30Q (2036.940000 sec): 3 clusters
  Score: Raw -4526771.593804 + Penalty 5129.552269 = -4521642.041535
  nChanged 19
		SP:Iteration 31Q (2037.030000 sec): 3 clusters
  Score: Raw -4526775.312422 + Penalty 5129.552269 = -4521645.760153
  nChanged 20
		SP:Iteration 32Q (2037.120000 sec): 3 clusters
  Score: Raw -4526778.730215 + Penalty 5129.552269 = -4521649.177945
  nChanged 21
		SP:Iteration 33Q (2037.210000 sec): 3 clusters
  Score: Raw -4526782.613912 + Penalty 5129.552269 = -4521653.061643
  nChanged 19
		SP:Iteration 34Q (2037.300000 sec): 3 clusters
  Score: Raw -4526785.617448 + Penalty 5129.552269 = -4521656.065179
  nChanged 26
		SP:Iteration 35Q (2037.400000 sec): 3 clusters
  Score: Raw -4526790.226828 + Penalty 5129.552269 = -4521660.674559
  nChanged 14
		SP:Iteration 36Q (2037.480000 sec): 3 clusters
  Score: Raw -4526792.936681 + Penalty 5129.552269 = -4521663.384412
  nChanged 14
		SP:Iteration 37Q (2037.570000 sec): 3 clusters
  Score: Raw -4526794.915945 + Penalty 5129.552269 = -4521665.363676
  nChanged 12
		SP:Iteration 38Q (2037.660000 sec): 3 clusters
  Score: Raw -4526796.665577 + Penalty 5129.552269 = -4521667.113307
  nChanged 13
		SP:Iteration 39Q (2037.760000 sec): 3 clusters
  Score: Raw -4526798.850799 + Penalty 5129.552269 = -4521669.298530
  nChanged 14
		SP:Iteration 40F (2037.870000 sec): 3 clusters
  Score: Raw -4526800.621316 + Penalty 5129.552269 = -4521671.069046
  nChanged 11
		SP:Iteration 41Q (2037.960000 sec): 3 clusters
  Score: Raw -4526802.323152 + Penalty 5129.552269 = -4521672.770882
  nChanged 13
		SP:Iteration 42Q (2038.050000 sec): 3 clusters
  Score: Raw -4526804.579139 + Penalty 5129.552269 = -4521675.026870
  nChanged 10
		SP:Iteration 43Q (2038.140000 sec): 3 clusters
  Score: Raw -4526806.199727 + Penalty 5129.552269 = -4521676.647458
  nChanged 10
		SP:Iteration 44Q (2038.230000 sec): 3 clusters
  Score: Raw -4526807.701137 + Penalty 5129.552269 = -4521678.148867
  nChanged 7
		SP:Iteration 45Q (2038.320000 sec): 3 clusters
  Score: Raw -4526809.100222 + Penalty 5129.552269 = -4521679.547952
  nChanged 7
		SP:Iteration 46Q (2038.410000 sec): 3 clusters
  Score: Raw -4526810.043467 + Penalty 5129.552269 = -4521680.491198
  nChanged 4
		SP:Iteration 47Q (2038.500000 sec): 3 clusters
  Score: Raw -4526810.895837 + Penalty 5129.552269 = -4521681.343568
  nChanged 7
		SP:Iteration 48Q (2038.590000 sec): 3 clusters
  Score: Raw -4526811.717204 + Penalty 5129.552269 = -4521682.164935
  nChanged 5
		SP:Iteration 49Q (2038.680000 sec): 3 clusters
  Score: Raw -4526812.439194 + Penalty 5129.552269 = -4521682.886925
  nChanged 4
		SP:Iteration 50Q (2038.770000 sec): 3 clusters
  Score: Raw -4526813.064744 + Penalty 5129.552269 = -4521683.512475
  nChanged 3
		SP:Iteration 51Q (2038.860000 sec): 3 clusters
  Score: Raw -4526813.511493 + Penalty 5129.552269 = -4521683.959224
  nChanged 3
		SP:Iteration 52Q (2038.960000 sec): 3 clusters
  Score: Raw -4526813.877301 + Penalty 5129.552269 = -4521684.325032
  nChanged 2
		SP:Iteration 53Q (2039.040000 sec): 3 clusters
  Score: Raw -4526814.108933 + Penalty 5129.552269 = -4521684.556664
  nChanged 3
		SP:Iteration 54Q (2039.140000 sec): 3 clusters
  Score: Raw -4526814.546440 + Penalty 5129.552269 = -4521684.994170
  nChanged 1
		SP:Iteration 55Q (2039.220000 sec): 3 clusters
  Score: Raw -4526814.656603 + Penalty 5129.552269 = -4521685.104334
  nChanged 1
		SP:Iteration 56Q (2039.320000 sec): 3 clusters
  Score: Raw -4526814.753747 + Penalty 5129.552269 = -4521685.201478
  nChanged 3
		SP:Iteration 57Q (2039.400000 sec): 3 clusters
  Score: Raw -4526815.495363 + Penalty 5129.552269 = -4521685.943093
  nChanged 5
		SP:Iteration 58Q (2039.500000 sec): 3 clusters
  Score: Raw -4526816.340051 + Penalty 5129.552269 = -4521686.787782
  nChanged 3
		SP:Iteration 59Q (2039.580000 sec): 3 clusters
  Score: Raw -4526816.829712 + Penalty 5129.552269 = -4521687.277442
  nChanged 1
		SP:Iteration 60F (2039.700000 sec): 3 clusters
  Score: Raw -4526817.014672 + Penalty 5129.552269 = -4521687.462402
  nChanged 2
		SP:Iteration 61Q (2039.790000 sec): 3 clusters
  Score: Raw -4526817.199387 + Penalty 5129.552269 = -4521687.647118
  nChanged 1
		SP:Iteration 62Q (2039.880000 sec): 3 clusters
  Score: Raw -4526817.339111 + Penalty 5129.552269 = -4521687.786842
  nChanged 1
		SP:Iteration 63Q (2039.970000 sec): 3 clusters
  Score: Raw -4526817.438411 + Penalty 5129.552269 = -4521687.886141
  nChanged 0
		SP:Iteration 64F (2040.080000 sec): 3 clusters
  Score: Raw -4526817.438411 + Penalty 5129.552269 = -4521687.886141
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.100000 sec): 2 clusters
  Score: Raw -59140.792012 + Penalty 1506.115044 = -57634.676968
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.100000 sec): 3 clusters
  Score: Raw -59245.037255 + Penalty 3012.230089 = -56232.807166
  nChanged 80
		SP:Iteration 1F (2040.100000 sec): 3 clusters
  Score: Raw -59479.035120 + Penalty 3012.230089 = -56466.805031
  nChanged 35
		SP:Iteration 2F (2040.110000 sec): 3 clusters
  Score: Raw -59634.040719 + Penalty 3012.230089 = -56621.810631
  nChanged 21
		SP:Iteration 3Q (2040.110000 sec): 3 clusters
  Score: Raw -59764.770914 + Penalty 3012.230089 = -56752.540825
  nChanged 14
		SP:Iteration 4Q (2040.110000 sec): 3 clusters
  Score: Raw -59836.393948 + Penalty 3012.230089 = -56824.163859
  nChanged 14
		SP:Iteration 5Q (2040.110000 sec): 3 clusters
  Score: Raw -59906.657090 + Penalty 3012.230089 = -56894.427001
  nChanged 8
		SP:Iteration 6Q (2040.110000 sec): 3 clusters
  Score: Raw -59951.336199 + Penalty 3012.230089 = -56939.106110
  nChanged 6
		SP:Iteration 7Q (2040.110000 sec): 3 clusters
  Score: Raw -59972.270554 + Penalty 3012.230089 = -56960.040465
  nChanged 9
		SP:Iteration 8Q (2040.120000 sec): 3 clusters
  Score: Raw -60007.646881 + Penalty 3012.230089 = -56995.416792
  nChanged 11
		SP:Iteration 9Q (2040.120000 sec): 3 clusters
  Score: Raw -60077.723555 + Penalty 3012.230089 = -57065.493467
  nChanged 18
		SP:Iteration 10Q (2040.120000 sec): 3 clusters
  Score: Raw -60215.621097 + Penalty 3012.230089 = -57203.391008
  nChanged 14
		SP:Iteration 11Q (2040.120000 sec): 3 clusters
  Score: Raw -60303.391456 + Penalty 3012.230089 = -57291.161367
  nChanged 9
		SP:Iteration 12Q (2040.120000 sec): 3 clusters
  Score: Raw -60378.387823 + Penalty 3012.230089 = -57366.157734
  nChanged 10
		SP:Iteration 13Q (2040.120000 sec): 3 clusters
  Score: Raw -60480.320418 + Penalty 3012.230089 = -57468.090329
  nChanged 3
		SP:Iteration 14Q (2040.120000 sec): 3 clusters
  Score: Raw -60519.523733 + Penalty 3012.230089 = -57507.293644
  nChanged 3
		SP:Iteration 15Q (2040.120000 sec): 3 clusters
  Score: Raw -60583.757959 + Penalty 3012.230089 = -57571.527870
  nChanged 0
		SP:Iteration 16F (2040.120000 sec): 3 clusters
  Score: Raw -60596.369537 + Penalty 3012.230089 = -57584.139449
  nChanged 3
		SP:Iteration 17Q (2040.130000 sec): 3 clusters
  Score: Raw -60608.496696 + Penalty 3012.230089 = -57596.266608
  nChanged 2
		SP:Iteration 18Q (2040.130000 sec): 3 clusters
  Score: Raw -60613.386689 + Penalty 3012.230089 = -57601.156600
  nChanged 1
		SP:Iteration 19Q (2040.130000 sec): 3 clusters
  Score: Raw -60632.172779 + Penalty 3012.230089 = -57619.942690
  nChanged 1
		SP:Iteration 20F (2040.130000 sec): 3 clusters
  Score: Raw -60635.084702 + Penalty 3012.230089 = -57622.854613
  nChanged 1
		SP:Iteration 21Q (2040.130000 sec): 3 clusters
  Score: Raw -60641.141386 + Penalty 3012.230089 = -57628.911297
  nChanged 0
		SP:Iteration 22F (2040.130000 sec): 3 clusters
  Score: Raw -60641.141386 + Penalty 3012.230089 = -57628.911297
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 23 (585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.140000 sec): 2 clusters
  Score: Raw -75637.629266 + Penalty 1580.159738 = -74057.469528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.140000 sec): 3 clusters
  Score: Raw -75670.285935 + Penalty 3160.319476 = -72509.966459
  nChanged 125
		SP:Iteration 1F (2040.140000 sec): 3 clusters
  Score: Raw -76172.214478 + Penalty 3160.319476 = -73011.895002
  nChanged 63
		SP:Iteration 2F (2040.140000 sec): 3 clusters
  Score: Raw -76706.359757 + Penalty 3160.319476 = -73546.040281
  nChanged 73
		SP:Iteration 3F (2040.150000 sec): 3 clusters
  Score: Raw -76955.970995 + Penalty 3160.319476 = -73795.651519
  nChanged 43
		SP:Iteration 4F (2040.150000 sec): 3 clusters
  Score: Raw -77115.002169 + Penalty 3160.319476 = -73954.682693
  nChanged 18
		SP:Iteration 5Q (2040.150000 sec): 3 clusters
  Score: Raw -77195.243165 + Penalty 3160.319476 = -74034.923689
  nChanged 9
		SP:Iteration 6Q (2040.150000 sec): 3 clusters
  Score: Raw -77235.981069 + Penalty 3160.319476 = -74075.661593
  nChanged 9
		SP:Iteration 7Q (2040.150000 sec): 3 clusters
  Score: Raw -77284.431136 + Penalty 3160.319476 = -74124.111660
  nChanged 3
		SP:Iteration 8Q (2040.160000 sec): 3 clusters
  Score: Raw -77300.618532 + Penalty 3160.319476 = -74140.299056
  nChanged 3
		SP:Iteration 9Q (2040.160000 sec): 3 clusters
  Score: Raw -77321.791266 + Penalty 3160.319476 = -74161.471789
  nChanged 2
		SP:Iteration 10Q (2040.160000 sec): 3 clusters
  Score: Raw -77334.078974 + Penalty 3160.319476 = -74173.759497
  nChanged 0
		SP:Iteration 11F (2040.160000 sec): 3 clusters
  Score: Raw -77334.078974 + Penalty 3160.319476 = -74173.759497
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 34.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.170000 sec): 2 clusters
  Score: Raw -253922.887501 + Penalty 1854.445852 = -252068.441648
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.180000 sec): 3 clusters
  Score: Raw -253248.859860 + Penalty 3708.891705 = -249539.968156
  nChanged 559
		SP:Iteration 1F (2040.180000 sec): 3 clusters
  Score: Raw -253696.747198 + Penalty 3708.891705 = -249987.855493
  nChanged 152
		SP:Iteration 2F (2040.190000 sec): 3 clusters
  Score: Raw -253841.545164 + Penalty 3708.891705 = -250132.653460
  nChanged 78
		SP:Iteration 3Q (2040.200000 sec): 3 clusters
  Score: Raw -253913.311798 + Penalty 3708.891705 = -250204.420093
  nChanged 55
		SP:Iteration 4Q (2040.200000 sec): 3 clusters
  Score: Raw -253957.488436 + Penalty 3708.891705 = -250248.596731
  nChanged 40
		SP:Iteration 5Q (2040.210000 sec): 3 clusters
  Score: Raw -253992.029745 + Penalty 3708.891705 = -250283.138040
  nChanged 32
		SP:Iteration 6Q (2040.220000 sec): 3 clusters
  Score: Raw -254019.380765 + Penalty 3708.891705 = -250310.489061
  nChanged 25
		SP:Iteration 7Q (2040.220000 sec): 3 clusters
  Score: Raw -254037.211281 + Penalty 3708.891705 = -250328.319576
  nChanged 21
		SP:Iteration 8Q (2040.230000 sec): 3 clusters
  Score: Raw -254056.494430 + Penalty 3708.891705 = -250347.602725
  nChanged 22
		SP:Iteration 9Q (2040.240000 sec): 3 clusters
  Score: Raw -254070.645402 + Penalty 3708.891705 = -250361.753697
  nChanged 14
		SP:Iteration 10Q (2040.240000 sec): 3 clusters
  Score: Raw -254084.541739 + Penalty 3708.891705 = -250375.650035
  nChanged 14
		SP:Iteration 11Q (2040.250000 sec): 3 clusters
  Score: Raw -254092.789515 + Penalty 3708.891705 = -250383.897810
  nChanged 14
		SP:Iteration 12Q (2040.250000 sec): 3 clusters
  Score: Raw -254101.150836 + Penalty 3708.891705 = -250392.259131
  nChanged 9
		SP:Iteration 13Q (2040.260000 sec): 3 clusters
  Score: Raw -254109.211834 + Penalty 3708.891705 = -250400.320130
  nChanged 8
		SP:Iteration 14Q (2040.260000 sec): 3 clusters
  Score: Raw -254115.957562 + Penalty 3708.891705 = -250407.065858
  nChanged 7
		SP:Iteration 15Q (2040.270000 sec): 3 clusters
  Score: Raw -254121.097734 + Penalty 3708.891705 = -250412.206029
  nChanged 5
		SP:Iteration 16Q (2040.280000 sec): 3 clusters
  Score: Raw -254125.015182 + Penalty 3708.891705 = -250416.123477
  nChanged 4
		SP:Iteration 17Q (2040.280000 sec): 3 clusters
  Score: Raw -254128.635093 + Penalty 3708.891705 = -250419.743388
  nChanged 6
		SP:Iteration 18Q (2040.290000 sec): 3 clusters
  Score: Raw -254131.456491 + Penalty 3708.891705 = -250422.564787
  nChanged 3
		SP:Iteration 19Q (2040.300000 sec): 3 clusters
  Score: Raw -254134.021761 + Penalty 3708.891705 = -250425.130057
  nChanged 2
		SP:Iteration 20F (2040.300000 sec): 3 clusters
  Score: Raw -254136.208460 + Penalty 3708.891705 = -250427.316755
  nChanged 4
		SP:Iteration 21Q (2040.310000 sec): 3 clusters
  Score: Raw -254139.228038 + Penalty 3708.891705 = -250430.336334
  nChanged 2
		SP:Iteration 22Q (2040.320000 sec): 3 clusters
  Score: Raw -254140.540635 + Penalty 3708.891705 = -250431.648930
  nChanged 3
		SP:Iteration 23Q (2040.320000 sec): 3 clusters
  Score: Raw -254142.446005 + Penalty 3708.891705 = -250433.554300
  nChanged 5
		SP:Iteration 24Q (2040.330000 sec): 3 clusters
  Score: Raw -254145.650628 + Penalty 3708.891705 = -250436.758924
  nChanged 2
		SP:Iteration 25Q (2040.340000 sec): 3 clusters
  Score: Raw -254147.189108 + Penalty 3708.891705 = -250438.297404
  nChanged 1
		SP:Iteration 26Q (2040.340000 sec): 3 clusters
  Score: Raw -254148.941931 + Penalty 3708.891705 = -250440.050226
  nChanged 2
		SP:Iteration 27Q (2040.350000 sec): 3 clusters
  Score: Raw -254150.431009 + Penalty 3708.891705 = -250441.539304
  nChanged 2
		SP:Iteration 28Q (2040.350000 sec): 3 clusters
  Score: Raw -254151.299329 + Penalty 3708.891705 = -250442.407624
  nChanged 1
		SP:Iteration 29Q (2040.360000 sec): 3 clusters
  Score: Raw -254151.604149 + Penalty 3708.891705 = -250442.712445
  nChanged 0
		SP:Iteration 30F (2040.370000 sec): 3 clusters
  Score: Raw -254151.604149 + Penalty 3708.891705 = -250442.712445
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.370000 sec): 2 clusters
  Score: Raw -13508.053219 + Penalty 1221.958914 = -12286.094305
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.370000 sec): 3 clusters
  Score: Raw -13951.153517 + Penalty 2443.917828 = -11507.235689
  nChanged 17
		SP:Iteration 1F (2040.370000 sec): 3 clusters
  Score: Raw -14096.412210 + Penalty 2443.917828 = -11652.494382
  nChanged 5
		SP:Iteration 2Q (2040.370000 sec): 3 clusters
  Score: Raw -14157.340398 + Penalty 2443.917828 = -11713.422570
  nChanged 4
		SP:Iteration 3Q (2040.370000 sec): 3 clusters
  Score: Raw -14206.566605 + Penalty 2443.917828 = -11762.648778
  nChanged 0
		SP:Iteration 4F (2040.370000 sec): 3 clusters
  Score: Raw -14206.566605 + Penalty 2443.917828 = -11762.648778
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (978 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.380000 sec): 2 clusters
  Score: Raw -129694.040555 + Penalty 1707.606398 = -127986.434157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.380000 sec): 3 clusters
  Score: Raw -129557.833558 + Penalty 3415.212796 = -126142.620762
  nChanged 237
		SP:Iteration 1F (2040.380000 sec): 3 clusters
  Score: Raw -129878.485079 + Penalty 3415.212796 = -126463.272282
  nChanged 72
		SP:Iteration 2F (2040.390000 sec): 3 clusters
  Score: Raw -130053.267731 + Penalty 3415.212796 = -126638.054935
  nChanged 41
		SP:Iteration 3Q (2040.390000 sec): 3 clusters
  Score: Raw -130185.460570 + Penalty 3415.212796 = -126770.247773
  nChanged 40
		SP:Iteration 4Q (2040.400000 sec): 3 clusters
  Score: Raw -130295.899653 + Penalty 3415.212796 = -126880.686856
  nChanged 44
		SP:Iteration 5Q (2040.400000 sec): 3 clusters
  Score: Raw -130394.280368 + Penalty 3415.212796 = -126979.067572
  nChanged 33
		SP:Iteration 6Q (2040.400000 sec): 3 clusters
  Score: Raw -130486.226678 + Penalty 3415.212796 = -127071.013881
  nChanged 40
		SP:Iteration 7Q (2040.410000 sec): 3 clusters
  Score: Raw -130581.435989 + Penalty 3415.212796 = -127166.223192
  nChanged 34
		SP:Iteration 8Q (2040.410000 sec): 3 clusters
  Score: Raw -130666.100583 + Penalty 3415.212796 = -127250.887786
  nChanged 29
		SP:Iteration 9Q (2040.410000 sec): 3 clusters
  Score: Raw -130762.401663 + Penalty 3415.212796 = -127347.188867
  nChanged 30
		SP:Iteration 10Q (2040.420000 sec): 3 clusters
  Score: Raw -130872.885458 + Penalty 3415.212796 = -127457.672661
  nChanged 23
		SP:Iteration 11Q (2040.420000 sec): 3 clusters
  Score: Raw -130956.514465 + Penalty 3415.212796 = -127541.301669
  nChanged 15
		SP:Iteration 12Q (2040.420000 sec): 3 clusters
  Score: Raw -130994.117974 + Penalty 3415.212796 = -127578.905178
  nChanged 16
		SP:Iteration 13Q (2040.420000 sec): 3 clusters
  Score: Raw -131023.755520 + Penalty 3415.212796 = -127608.542723
  nChanged 9
		SP:Iteration 14Q (2040.430000 sec): 3 clusters
  Score: Raw -131046.302291 + Penalty 3415.212796 = -127631.089495
  nChanged 5
		SP:Iteration 15Q (2040.430000 sec): 3 clusters
  Score: Raw -131061.434724 + Penalty 3415.212796 = -127646.221927
  nChanged 3
		SP:Iteration 16Q (2040.440000 sec): 3 clusters
  Score: Raw -131072.639891 + Penalty 3415.212796 = -127657.427095
  nChanged 4
		SP:Iteration 17Q (2040.440000 sec): 3 clusters
  Score: Raw -131079.894552 + Penalty 3415.212796 = -127664.681756
  nChanged 4
		SP:Iteration 18Q (2040.440000 sec): 3 clusters
  Score: Raw -131087.117951 + Penalty 3415.212796 = -127671.905155
  nChanged 0
		SP:Iteration 19F (2040.440000 sec): 3 clusters
  Score: Raw -131088.861048 + Penalty 3415.212796 = -127673.648252
  nChanged 1
		SP:Iteration 20F (2040.450000 sec): 3 clusters
  Score: Raw -131094.624909 + Penalty 3415.212796 = -127679.412113
  nChanged 1
		SP:Iteration 21Q (2040.450000 sec): 3 clusters
  Score: Raw -131097.754341 + Penalty 3415.212796 = -127682.541544
  nChanged 1
		SP:Iteration 22Q (2040.460000 sec): 3 clusters
  Score: Raw -131098.814314 + Penalty 3415.212796 = -127683.601518
  nChanged 0
		SP:Iteration 23F (2040.460000 sec): 3 clusters
  Score: Raw -131098.814314 + Penalty 3415.212796 = -127683.601518
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (145251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.970000 sec): 2 clusters
  Score: Raw -21089183.441606 + Penalty 2947.782203 = -21086235.659403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2041.550000 sec): 3 clusters
  Score: Raw -20994816.898507 + Penalty 5895.564405 = -20988921.334101
  nChanged 69372
		SP:Iteration 1F (2042.130000 sec): 3 clusters
  Score: Raw -21034941.427664 + Penalty 5895.564405 = -21029045.863259
  nChanged 4816
		SP:Iteration 2Q (2042.720000 sec): 3 clusters
  Score: Raw -21036149.222396 + Penalty 5895.564405 = -21030253.657990
  nChanged 5061
		SP:Iteration 3Q (2043.300000 sec): 3 clusters
  Score: Raw -21037652.435304 + Penalty 5895.564405 = -21031756.870898
  nChanged 5785
		SP:Iteration 4Q (2043.880000 sec): 3 clusters
  Score: Raw -21039810.121720 + Penalty 5895.564405 = -21033914.557315
  nChanged 7219
		SP:Iteration 5Q (2044.470000 sec): 3 clusters
  Score: Raw -21043223.924869 + Penalty 5895.564405 = -21037328.360463
  nChanged 8903
		SP:Iteration 6F (2045.060000 sec): 3 clusters
  Score: Raw -21048556.350812 + Penalty 5895.564405 = -21042660.786406
  nChanged 10818
		SP:Iteration 7F (2045.640000 sec): 3 clusters
  Score: Raw -21056614.965807 + Penalty 5895.564405 = -21050719.401401
  nChanged 11583
		SP:Iteration 8F (2046.210000 sec): 3 clusters
  Score: Raw -21066328.220857 + Penalty 5895.564405 = -21060432.656451
  nChanged 10131
		SP:Iteration 9F (2046.780000 sec): 3 clusters
  Score: Raw -21075363.183237 + Penalty 5895.564405 = -21069467.618832
  nChanged 7280
		SP:Iteration 10F (2047.350000 sec): 3 clusters
  Score: Raw -21081854.996599 + Penalty 5895.564405 = -21075959.432194
  nChanged 4434
		SP:Iteration 11Q (2047.880000 sec): 3 clusters
  Score: Raw -21085563.385732 + Penalty 5895.564405 = -21079667.821326
  nChanged 2385
		SP:Iteration 12Q (2048.380000 sec): 3 clusters
  Score: Raw -21087450.098684 + Penalty 5895.564405 = -21081554.534278
  nChanged 1246
		SP:Iteration 13Q (2048.840000 sec): 3 clusters
  Score: Raw -21088404.409161 + Penalty 5895.564405 = -21082508.844755
  nChanged 688
		SP:Iteration 14Q (2049.270000 sec): 3 clusters
  Score: Raw -21088910.294094 + Penalty 5895.564405 = -21083014.729689
  nChanged 388
		SP:Iteration 15Q (2049.700000 sec): 3 clusters
  Score: Raw -21089200.512413 + Penalty 5895.564405 = -21083304.948007
  nChanged 230
		SP:Iteration 16Q (2050.110000 sec): 3 clusters
  Score: Raw -21089389.043976 + Penalty 5895.564405 = -21083493.479570
  nChanged 168
		SP:Iteration 17Q (2050.540000 sec): 3 clusters
  Score: Raw -21089514.171346 + Penalty 5895.564405 = -21083618.606941
  nChanged 103
		SP:Iteration 18Q (2050.950000 sec): 3 clusters
  Score: Raw -21089580.655166 + Penalty 5895.564405 = -21083685.090761
  nChanged 79
		SP:Iteration 19Q (2051.360000 sec): 3 clusters
  Score: Raw -21089625.507836 + Penalty 5895.564405 = -21083729.943431
  nChanged 60
		SP:Iteration 20F (2051.920000 sec): 3 clusters
  Score: Raw -21089656.875751 + Penalty 5895.564405 = -21083761.311346
  nChanged 39
		SP:Iteration 21Q (2052.330000 sec): 3 clusters
  Score: Raw -21089678.745786 + Penalty 5895.564405 = -21083783.181381
  nChanged 29
		SP:Iteration 22Q (2052.730000 sec): 3 clusters
  Score: Raw -21089693.563727 + Penalty 5895.564405 = -21083797.999322
  nChanged 19
		SP:Iteration 23Q (2053.140000 sec): 3 clusters
  Score: Raw -21089701.930166 + Penalty 5895.564405 = -21083806.365761
  nChanged 20
		SP:Iteration 24Q (2053.550000 sec): 3 clusters
  Score: Raw -21089709.617958 + Penalty 5895.564405 = -21083814.053552
  nChanged 10
		SP:Iteration 25Q (2053.950000 sec): 3 clusters
  Score: Raw -21089714.690527 + Penalty 5895.564405 = -21083819.126122
  nChanged 11
		SP:Iteration 26Q (2054.350000 sec): 3 clusters
  Score: Raw -21089721.119067 + Penalty 5895.564405 = -21083825.554661
  nChanged 9
		SP:Iteration 27Q (2054.750000 sec): 3 clusters
  Score: Raw -21089724.949111 + Penalty 5895.564405 = -21083829.384705
  nChanged 3
		SP:Iteration 28Q (2055.150000 sec): 3 clusters
  Score: Raw -21089726.896484 + Penalty 5895.564405 = -21083831.332078
  nChanged 4
		SP:Iteration 29Q (2055.550000 sec): 3 clusters
  Score: Raw -21089728.288297 + Penalty 5895.564405 = -21083832.723891
  nChanged 2
		SP:Iteration 30Q (2055.960000 sec): 3 clusters
  Score: Raw -21089728.814624 + Penalty 5895.564405 = -21083833.250219
  nChanged 2
		SP:Iteration 31Q (2056.390000 sec): 3 clusters
  Score: Raw -21089729.624540 + Penalty 5895.564405 = -21083834.060134
  nChanged 1
		SP:Iteration 32Q (2056.790000 sec): 3 clusters
  Score: Raw -21089730.049322 + Penalty 5895.564405 = -21083834.484916
  nChanged 0
		SP:Iteration 33F (2057.350000 sec): 3 clusters
  Score: Raw -21089730.049322 + Penalty 5895.564405 = -21083834.484916
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2057.410000 sec): 2 clusters
  Score: Raw -19667.259116 + Penalty 1308.972435 = -18358.286681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2057.410000 sec): 3 clusters
  Score: Raw -20032.826422 + Penalty 2617.944871 = -17414.881551
  nChanged 21
		SP:Iteration 1F (2057.410000 sec): 3 clusters
  Score: Raw -20201.073592 + Penalty 2617.944871 = -17583.128721
  nChanged 8
		SP:Iteration 2Q (2057.410000 sec): 3 clusters
  Score: Raw -20261.057999 + Penalty 2617.944871 = -17643.113128
  nChanged 3
		SP:Iteration 3Q (2057.410000 sec): 3 clusters
  Score: Raw -20281.734037 + Penalty 2617.944871 = -17663.789166
  nChanged 0
		SP:Iteration 4F (2057.410000 sec): 3 clusters
  Score: Raw -20281.734037 + Penalty 2617.944871 = -17663.789166
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 29 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2057.420000 sec): 2 clusters
  Score: Raw -74196.170923 + Penalty 1539.730326 = -72656.440597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2057.420000 sec): 3 clusters
  Score: Raw -74223.457997 + Penalty 3079.460653 = -71143.997344
  nChanged 94
		SP:Iteration 1F (2057.420000 sec): 3 clusters
  Score: Raw -74409.169764 + Penalty 3079.460653 = -71329.709111
  nChanged 20
		SP:Iteration 2Q (2057.430000 sec): 3 clusters
  Score: Raw -74445.124384 + Penalty 3079.460653 = -71365.663731
  nChanged 4
		SP:Iteration 3Q (2057.430000 sec): 3 clusters
  Score: Raw -74451.847323 + Penalty 3079.460653 = -71372.386671
  nChanged 1
		SP:Iteration 4Q (2057.430000 sec): 3 clusters
  Score: Raw -74452.734715 + Penalty 3079.460653 = -71373.274062
  nChanged 1
		SP:Iteration 5Q (2057.430000 sec): 3 clusters
  Score: Raw -74454.649929 + Penalty 3079.460653 = -71375.189276
  nChanged 0
		SP:Iteration 6F (2057.430000 sec): 3 clusters
  Score: Raw -74454.649929 + Penalty 3079.460653 = -71375.189276
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 30 (31251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2057.550000 sec): 2 clusters
  Score: Raw -4782408.263394 + Penalty 2566.752050 = -4779841.511344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2057.680000 sec): 3 clusters
  Score: Raw -4763651.363170 + Penalty 5133.504101 = -4758517.859069
  nChanged 14037
		SP:Iteration 1F (2057.810000 sec): 3 clusters
  Score: Raw -4771183.552863 + Penalty 5133.504101 = -4766050.048762
  nChanged 1335
		SP:Iteration 2Q (2057.940000 sec): 3 clusters
  Score: Raw -4771553.841974 + Penalty 5133.504101 = -4766420.337874
  nChanged 1126
		SP:Iteration 3Q (2058.070000 sec): 3 clusters
  Score: Raw -4771852.252841 + Penalty 5133.504101 = -4766718.748741
  nChanged 1000
		SP:Iteration 4Q (2058.190000 sec): 3 clusters
  Score: Raw -4772091.912159 + Penalty 5133.504101 = -4766958.408058
  nChanged 869
		SP:Iteration 5Q (2058.320000 sec): 3 clusters
  Score: Raw -4772277.471387 + Penalty 5133.504101 = -4767143.967286
  nChanged 783
		SP:Iteration 6Q (2058.450000 sec): 3 clusters
  Score: Raw -4772450.917086 + Penalty 5133.504101 = -4767317.412985
  nChanged 714
		SP:Iteration 7Q (2058.580000 sec): 3 clusters
  Score: Raw -4772604.445686 + Penalty 5133.504101 = -4767470.941585
  nChanged 689
		SP:Iteration 8Q (2058.710000 sec): 3 clusters
  Score: Raw -4772756.127414 + Penalty 5133.504101 = -4767622.623313
  nChanged 714
		SP:Iteration 9Q (2058.830000 sec): 3 clusters
  Score: Raw -4772923.748017 + Penalty 5133.504101 = -4767790.243916
  nChanged 724
		SP:Iteration 10Q (2058.970000 sec): 3 clusters
  Score: Raw -4773098.567403 + Penalty 5133.504101 = -4767965.063303
  nChanged 787
		SP:Iteration 11Q (2059.100000 sec): 3 clusters
  Score: Raw -4773312.417774 + Penalty 5133.504101 = -4768178.913674
  nChanged 882
		SP:Iteration 12Q (2059.230000 sec): 3 clusters
  Score: Raw -4773592.762595 + Penalty 5133.504101 = -4768459.258494
  nChanged 1057
		SP:Iteration 13Q (2059.360000 sec): 3 clusters
  Score: Raw -4773996.773498 + Penalty 5133.504101 = -4768863.269398
  nChanged 1285
		SP:Iteration 14Q (2059.480000 sec): 3 clusters
  Score: Raw -4774616.283821 + Penalty 5133.504101 = -4769482.779721
  nChanged 1561
		SP:Iteration 15Q (2059.610000 sec): 3 clusters
  Score: Raw -4775529.082677 + Penalty 5133.504101 = -4770395.578576
  nChanged 1764
		SP:Iteration 16F (2059.740000 sec): 3 clusters
  Score: Raw -4776732.332645 + Penalty 5133.504101 = -4771598.828544
  nChanged 1786
		SP:Iteration 17F (2059.860000 sec): 3 clusters
  Score: Raw -4778206.382600 + Penalty 5133.504101 = -4773072.878499
  nChanged 1688
		SP:Iteration 18F (2059.980000 sec): 3 clusters
  Score: Raw -4779713.698110 + Penalty 5133.504101 = -4774580.194009
  nChanged 1205
		SP:Iteration 19Q (2060.100000 sec): 3 clusters
  Score: Raw -4780818.757986 + Penalty 5133.504101 = -4775685.253886
  nChanged 790
		SP:Iteration 20F (2060.230000 sec): 3 clusters
  Score: Raw -4781516.686499 + Penalty 5133.504101 = -4776383.182398
  nChanged 499
		SP:Iteration 21Q (2060.330000 sec): 3 clusters
  Score: Raw -4781916.233018 + Penalty 5133.504101 = -4776782.728918
  nChanged 340
		SP:Iteration 22Q (2060.430000 sec): 3 clusters
  Score: Raw -4782186.248232 + Penalty 5133.504101 = -4777052.744131
  nChanged 242
		SP:Iteration 23Q (2060.530000 sec): 3 clusters
  Score: Raw -4782345.347704 + Penalty 5133.504101 = -4777211.843603
  nChanged 154
		SP:Iteration 24Q (2060.620000 sec): 3 clusters
  Score: Raw -4782440.352943 + Penalty 5133.504101 = -4777306.848842
  nChanged 97
		SP:Iteration 25Q (2060.720000 sec): 3 clusters
  Score: Raw -4782491.596030 + Penalty 5133.504101 = -4777358.091929
  nChanged 65
		SP:Iteration 26Q (2060.810000 sec): 3 clusters
  Score: Raw -4782528.885566 + Penalty 5133.504101 = -4777395.381465
  nChanged 52
		SP:Iteration 27Q (2060.900000 sec): 3 clusters
  Score: Raw -4782558.318330 + Penalty 5133.504101 = -4777424.814230
  nChanged 37
		SP:Iteration 28Q (2060.990000 sec): 3 clusters
  Score: Raw -4782579.579467 + Penalty 5133.504101 = -4777446.075366
  nChanged 28
		SP:Iteration 29Q (2061.080000 sec): 3 clusters
  Score: Raw -4782594.909021 + Penalty 5133.504101 = -4777461.404920
  nChanged 26
		SP:Iteration 30Q (2061.180000 sec): 3 clusters
  Score: Raw -4782608.634183 + Penalty 5133.504101 = -4777475.130082
  nChanged 29
		SP:Iteration 31Q (2061.270000 sec): 3 clusters
  Score: Raw -4782623.707912 + Penalty 5133.504101 = -4777490.203812
  nChanged 22
		SP:Iteration 32Q (2061.360000 sec): 3 clusters
  Score: Raw -4782635.296128 + Penalty 5133.504101 = -4777501.792027
  nChanged 17
		SP:Iteration 33Q (2061.450000 sec): 3 clusters
  Score: Raw -4782644.057760 + Penalty 5133.504101 = -4777510.553659
  nChanged 12
		SP:Iteration 34Q (2061.540000 sec): 3 clusters
  Score: Raw -4782651.065470 + Penalty 5133.504101 = -4777517.561369
  nChanged 12
		SP:Iteration 35Q (2061.640000 sec): 3 clusters
  Score: Raw -4782658.781177 + Penalty 5133.504101 = -4777525.277076
  nChanged 13
		SP:Iteration 36Q (2061.730000 sec): 3 clusters
  Score: Raw -4782666.546616 + Penalty 5133.504101 = -4777533.042515
  nChanged 16
		SP:Iteration 37Q (2061.830000 sec): 3 clusters
  Score: Raw -4782674.515943 + Penalty 5133.504101 = -4777541.011842
  nChanged 15
		SP:Iteration 38Q (2061.920000 sec): 3 clusters
  Score: Raw -4782681.578118 + Penalty 5133.504101 = -4777548.074017
  nChanged 11
		SP:Iteration 39Q (2062.020000 sec): 3 clusters
  Score: Raw -4782688.808729 + Penalty 5133.504101 = -4777555.304628
  nChanged 8
		SP:Iteration 40F (2062.140000 sec): 3 clusters
  Score: Raw -4782693.547677 + Penalty 5133.504101 = -4777560.043576
  nChanged 2
		SP:Iteration 41Q (2062.240000 sec): 3 clusters
  Score: Raw -4782695.792936 + Penalty 5133.504101 = -4777562.288835
  nChanged 1
		SP:Iteration 42Q (2062.330000 sec): 3 clusters
  Score: Raw -4782696.303956 + Penalty 5133.504101 = -4777562.799855
  nChanged 2
		SP:Iteration 43Q (2062.420000 sec): 3 clusters
  Score: Raw -4782697.887385 + Penalty 5133.504101 = -4777564.383284
  nChanged 5
		SP:Iteration 44Q (2062.510000 sec): 3 clusters
  Score: Raw -4782699.686171 + Penalty 5133.504101 = -4777566.182071
  nChanged 2
		SP:Iteration 45Q (2062.600000 sec): 3 clusters
  Score: Raw -4782700.491093 + Penalty 5133.504101 = -4777566.986992
  nChanged 2
		SP:Iteration 46Q (2062.700000 sec): 3 clusters
  Score: Raw -4782701.501285 + Penalty 5133.504101 = -4777567.997185
  nChanged 3
		SP:Iteration 47Q (2062.780000 sec): 3 clusters
  Score: Raw -4782703.635379 + Penalty 5133.504101 = -4777570.131279
  nChanged 4
		SP:Iteration 48Q (2062.880000 sec): 3 clusters
  Score: Raw -4782708.217949 + Penalty 5133.504101 = -4777574.713848
  nChanged 4
		SP:Iteration 49Q (2062.970000 sec): 3 clusters
  Score: Raw -4782711.059064 + Penalty 5133.504101 = -4777577.554963
  nChanged 3
		SP:Iteration 50Q (2063.060000 sec): 3 clusters
  Score: Raw -4782712.548670 + Penalty 5133.504101 = -4777579.044569
  nChanged 1
		SP:Iteration 51Q (2063.150000 sec): 3 clusters
  Score: Raw -4782713.116584 + Penalty 5133.504101 = -4777579.612483
  nChanged 3
		SP:Iteration 52Q (2063.240000 sec): 3 clusters
  Score: Raw -4782715.205329 + Penalty 5133.504101 = -4777581.701229
  nChanged 4
		SP:Iteration 53Q (2063.330000 sec): 3 clusters
  Score: Raw -4782717.776108 + Penalty 5133.504101 = -4777584.272008
  nChanged 5
		SP:Iteration 54Q (2063.420000 sec): 3 clusters
  Score: Raw -4782720.447723 + Penalty 5133.504101 = -4777586.943622
  nChanged 5
		SP:Iteration 55Q (2063.510000 sec): 3 clusters
  Score: Raw -4782724.927074 + Penalty 5133.504101 = -4777591.422974
  nChanged 7
		SP:Iteration 56Q (2063.600000 sec): 3 clusters
  Score: Raw -4782729.216192 + Penalty 5133.504101 = -4777595.712091
  nChanged 8
		SP:Iteration 57Q (2063.690000 sec): 3 clusters
  Score: Raw -4782733.367785 + Penalty 5133.504101 = -4777599.863684
  nChanged 6
		SP:Iteration 58Q (2063.780000 sec): 3 clusters
  Score: Raw -4782737.164249 + Penalty 5133.504101 = -4777603.660148
  nChanged 5
		SP:Iteration 59Q (2063.870000 sec): 3 clusters
  Score: Raw -4782740.339382 + Penalty 5133.504101 = -4777606.835281
  nChanged 6
		SP:Iteration 60F (2064.000000 sec): 3 clusters
  Score: Raw -4782744.022793 + Penalty 5133.504101 = -4777610.518692
  nChanged 5
		SP:Iteration 61Q (2064.090000 sec): 3 clusters
  Score: Raw -4782746.666823 + Penalty 5133.504101 = -4777613.162723
  nChanged 4
		SP:Iteration 62Q (2064.180000 sec): 3 clusters
  Score: Raw -4782748.877282 + Penalty 5133.504101 = -4777615.373181
  nChanged 5
		SP:Iteration 63Q (2064.270000 sec): 3 clusters
  Score: Raw -4782750.953926 + Penalty 5133.504101 = -4777617.449825
  nChanged 0
		SP:Iteration 64F (2064.390000 sec): 3 clusters
  Score: Raw -4782750.953926 + Penalty 5133.504101 = -4777617.449825
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 31 (192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2064.410000 sec): 2 clusters
  Score: Raw -20677.031799 + Penalty 1303.858852 = -19373.172947
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2064.410000 sec): 3 clusters
  Score: Raw -20975.728340 + Penalty 2607.717705 = -18368.010636
  nChanged 18
		SP:Iteration 1F (2064.410000 sec): 3 clusters
  Score: Raw -21071.366244 + Penalty 2607.717705 = -18463.648540
  nChanged 2
		SP:Iteration 2Q (2064.410000 sec): 3 clusters
  Score: Raw -21078.768329 + Penalty 2607.717705 = -18471.050624
  nChanged 0
		SP:Iteration 3F (2064.410000 sec): 3 clusters
  Score: Raw -21078.768329 + Penalty 2607.717705 = -18471.050624
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 32 (720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2064.420000 sec): 2 clusters
  Score: Raw -92255.349171 + Penalty 1631.654301 = -90623.694871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2064.420000 sec): 3 clusters
  Score: Raw -92221.803109 + Penalty 3263.308601 = -88958.494508
  nChanged 166
		SP:Iteration 1F (2064.420000 sec): 3 clusters
  Score: Raw -92550.537931 + Penalty 3263.308601 = -89287.229330
  nChanged 62
		SP:Iteration 2F (2064.420000 sec): 3 clusters
  Score: Raw -92769.144597 + Penalty 3263.308601 = -89505.835995
  nChanged 47
		SP:Iteration 3F (2064.430000 sec): 3 clusters
  Score: Raw -92894.006390 + Penalty 3263.308601 = -89630.697789
  nChanged 33
		SP:Iteration 4Q (2064.430000 sec): 3 clusters
  Score: Raw -92987.578238 + Penalty 3263.308601 = -89724.269637
  nChanged 27
		SP:Iteration 5Q (2064.430000 sec): 3 clusters
  Score: Raw -93063.699347 + Penalty 3263.308601 = -89800.390746
  nChanged 21
		SP:Iteration 6Q (2064.430000 sec): 3 clusters
  Score: Raw -93119.173562 + Penalty 3263.308601 = -89855.864961
  nChanged 15
		SP:Iteration 7Q (2064.440000 sec): 3 clusters
  Score: Raw -93160.541767 + Penalty 3263.308601 = -89897.233166
  nChanged 7
		SP:Iteration 8Q (2064.440000 sec): 3 clusters
  Score: Raw -93172.996206 + Penalty 3263.308601 = -89909.687604
  nChanged 5
		SP:Iteration 9Q (2064.440000 sec): 3 clusters
  Score: Raw -93187.446194 + Penalty 3263.308601 = -89924.137593
  nChanged 5
		SP:Iteration 10Q (2064.440000 sec): 3 clusters
  Score: Raw -93197.765089 + Penalty 3263.308601 = -89934.456488
  nChanged 2
		SP:Iteration 11Q (2064.440000 sec): 3 clusters
  Score: Raw -93200.882835 + Penalty 3263.308601 = -89937.574234
  nChanged 2
		SP:Iteration 12Q (2064.450000 sec): 3 clusters
  Score: Raw -93202.483516 + Penalty 3263.308601 = -89939.174914
  nChanged 1
		SP:Iteration 13Q (2064.450000 sec): 3 clusters
  Score: Raw -93204.129983 + Penalty 3263.308601 = -89940.821382
  nChanged 1
		SP:Iteration 14Q (2064.450000 sec): 3 clusters
  Score: Raw -93205.834637 + Penalty 3263.308601 = -89942.526036
  nChanged 0
		SP:Iteration 15F (2064.460000 sec): 3 clusters
  Score: Raw -93205.834637 + Penalty 3263.308601 = -89942.526036
  nChanged 0
Deleting Class 9 (83 points): Lose 1816.823748 but Gain 3374.686117
Iteration 139Q (2073.160000 sec): 34 clusters
  Score: Raw -117611060.607727 + Penalty 111364.641871 = -117499695.965856
  nChanged 619
Deleting Class 23 (93 points): Lose 2756.441977 but Gain 3374.686117
Iteration 140F (2109.010000 sec): 33 clusters
  Score: Raw -117609024.063541 + Penalty 107989.955754 = -117501034.107788
  nChanged 793
Iteration 141Q (2116.990000 sec): 33 clusters
  Score: Raw -117611025.297457 + Penalty 107989.955754 = -117503035.341704
  nChanged 678
Iteration 142Q (2124.980000 sec): 33 clusters
  Score: Raw -117611292.514647 + Penalty 107989.955754 = -117503302.558893
  nChanged 610
Iteration 143Q (2132.960000 sec): 33 clusters
  Score: Raw -117611355.178519 + Penalty 107989.955754 = -117503365.222766
  nChanged 566
Iteration 144Q (2140.940000 sec): 33 clusters
  Score: Raw -117611403.585513 + Penalty 107989.955754 = -117503413.629760
  nChanged 546
Iteration 145Q (2148.900000 sec): 33 clusters
  Score: Raw -117611444.446792 + Penalty 107989.955754 = -117503454.491039
  nChanged 522
Iteration 146Q (2156.900000 sec): 33 clusters
  Score: Raw -117611472.440911 + Penalty 107989.955754 = -117503482.485157
  nChanged 513
Iteration 147Q (2164.890000 sec): 33 clusters
  Score: Raw -117611498.146314 + Penalty 107989.955754 = -117503508.190561
  nChanged 459
Iteration 148Q (2172.810000 sec): 33 clusters
  Score: Raw -117611521.491894 + Penalty 107989.955754 = -117503531.536141
  nChanged 437
Iteration 149Q (2180.770000 sec): 33 clusters
  Score: Raw -117611540.370120 + Penalty 107989.955754 = -117503550.414367
  nChanged 378
Iteration 150Q (2188.780000 sec): 33 clusters
  Score: Raw -117611557.770028 + Penalty 107989.955754 = -117503567.814275
  nChanged 391
Iteration 151Q (2196.720000 sec): 33 clusters
  Score: Raw -117611576.798941 + Penalty 107989.955754 = -117503586.843187
  nChanged 366
Iteration 152Q (2204.670000 sec): 33 clusters
  Score: Raw -117611592.555307 + Penalty 107989.955754 = -117503602.599553
  nChanged 328
Iteration 153Q (2212.670000 sec): 33 clusters
  Score: Raw -117611605.090716 + Penalty 107989.955754 = -117503615.134963
  nChanged 306
Iteration 154Q (2220.650000 sec): 33 clusters
  Score: Raw -117611617.236638 + Penalty 107989.955754 = -117503627.280884
  nChanged 299
Iteration 155Q (2228.640000 sec): 33 clusters
  Score: Raw -117611627.674975 + Penalty 107989.955754 = -117503637.719222
  nChanged 250
Iteration 156Q (2236.630000 sec): 33 clusters
  Score: Raw -117611638.622642 + Penalty 107989.955754 = -117503648.666889
  nChanged 249
Iteration 157Q (2244.620000 sec): 33 clusters
  Score: Raw -117611649.309927 + Penalty 107989.955754 = -117503659.354174
  nChanged 220
Iteration 158Q (2252.570000 sec): 33 clusters
  Score: Raw -117611659.865250 + Penalty 107989.955754 = -117503669.909497
  nChanged 209
Iteration 159Q (2260.500000 sec): 33 clusters
  Score: Raw -117611667.910502 + Penalty 107989.955754 = -117503677.954749
  nChanged 171
Iteration 160F (2294.580000 sec): 33 clusters
  Score: Raw -117611681.219438 + Penalty 107989.955754 = -117503691.263685
  nChanged 159
Iteration 161Q (2302.570000 sec): 33 clusters
  Score: Raw -117611719.892122 + Penalty 107989.955754 = -117503729.936368
  nChanged 168
Iteration 162Q (2310.550000 sec): 33 clusters
  Score: Raw -117611724.486598 + Penalty 107989.955754 = -117503734.530845
  nChanged 148
Iteration 163Q (2318.510000 sec): 33 clusters
  Score: Raw -117611729.157745 + Penalty 107989.955754 = -117503739.201992
  nChanged 132
Iteration 164Q (2326.550000 sec): 33 clusters
  Score: Raw -117611733.148508 + Penalty 107989.955754 = -117503743.192755
  nChanged 121
Iteration 165Q (2334.590000 sec): 33 clusters
  Score: Raw -117611737.352858 + Penalty 107989.955754 = -117503747.397105
  nChanged 102
Iteration 166Q (2342.620000 sec): 33 clusters
  Score: Raw -117611741.731981 + Penalty 107989.955754 = -117503751.776227
  nChanged 92
Iteration 167Q (2350.950000 sec): 33 clusters
  Score: Raw -117611745.431811 + Penalty 107989.955754 = -117503755.476057
  nChanged 96
Iteration 168Q (2361.140000 sec): 33 clusters
  Score: Raw -117611749.691875 + Penalty 107989.955754 = -117503759.736122
  nChanged 104
Iteration 169Q (2371.220000 sec): 33 clusters
  Score: Raw -117611753.757183 + Penalty 107989.955754 = -117503763.801430
  nChanged 111
Iteration 170Q (2381.280000 sec): 33 clusters
  Score: Raw -117611759.713895 + Penalty 107989.955754 = -117503769.758142
  nChanged 133
Iteration 171Q (2391.220000 sec): 33 clusters
  Score: Raw -117611767.909132 + Penalty 107989.955754 = -117503777.953378
  nChanged 150
Iteration 172Q (2401.220000 sec): 33 clusters
  Score: Raw -117611778.172613 + Penalty 107989.955754 = -117503788.216860
  nChanged 186
Iteration 173Q (2411.280000 sec): 33 clusters
  Score: Raw -117611792.325389 + Penalty 107989.955754 = -117503802.369636
  nChanged 162
Iteration 174Q (2421.490000 sec): 33 clusters
  Score: Raw -117611808.154810 + Penalty 107989.955754 = -117503818.199057
  nChanged 188
Iteration 175Q (2431.430000 sec): 33 clusters
  Score: Raw -117611828.226851 + Penalty 107989.955754 = -117503838.271098
  nChanged 196
Iteration 176Q (2441.090000 sec): 33 clusters
  Score: Raw -117611845.260921 + Penalty 107989.955754 = -117503855.305168
  nChanged 215
Iteration 177Q (2450.550000 sec): 33 clusters
  Score: Raw -117611864.179846 + Penalty 107989.955754 = -117503874.224092
  nChanged 224
Iteration 178Q (2459.980000 sec): 33 clusters
  Score: Raw -117611884.924980 + Penalty 107989.955754 = -117503894.969227
  nChanged 234
Writing temp clu file 
Because OldScore, -117503874.224092, is greater than current (better) Score,-117503894.969227 
 Compute initial score before splitting:   Score: Raw -117611884.924980 + Penalty 107989.955754 = -117503894.969227
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.130000 sec): 2 clusters
  Score: Raw -122761.033076 + Penalty 1666.315262 = -121094.717813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.140000 sec): 3 clusters
  Score: Raw -122604.486162 + Penalty 3332.630525 = -119271.855637
  nChanged 203
		SP:Iteration 1F (2460.140000 sec): 3 clusters
  Score: Raw -122837.112451 + Penalty 3332.630525 = -119504.481927
  nChanged 46
		SP:Iteration 2F (2460.140000 sec): 3 clusters
  Score: Raw -122907.386232 + Penalty 3332.630525 = -119574.755707
  nChanged 25
		SP:Iteration 3Q (2460.140000 sec): 3 clusters
  Score: Raw -122943.130750 + Penalty 3332.630525 = -119610.500225
  nChanged 13
		SP:Iteration 4Q (2460.150000 sec): 3 clusters
  Score: Raw -122958.133763 + Penalty 3332.630525 = -119625.503239
  nChanged 4
		SP:Iteration 5Q (2460.150000 sec): 3 clusters
  Score: Raw -122964.054220 + Penalty 3332.630525 = -119631.423696
  nChanged 4
		SP:Iteration 6Q (2460.150000 sec): 3 clusters
  Score: Raw -122972.465980 + Penalty 3332.630525 = -119639.835456
  nChanged 3
		SP:Iteration 7Q (2460.160000 sec): 3 clusters
  Score: Raw -122976.172829 + Penalty 3332.630525 = -119643.542304
  nChanged 2
		SP:Iteration 8Q (2460.160000 sec): 3 clusters
  Score: Raw -122979.370161 + Penalty 3332.630525 = -119646.739636
  nChanged 2
		SP:Iteration 9Q (2460.160000 sec): 3 clusters
  Score: Raw -122981.373338 + Penalty 3332.630525 = -119648.742814
  nChanged 2
		SP:Iteration 10Q (2460.170000 sec): 3 clusters
  Score: Raw -122985.085806 + Penalty 3332.630525 = -119652.455282
  nChanged 2
		SP:Iteration 11Q (2460.170000 sec): 3 clusters
  Score: Raw -122987.108039 + Penalty 3332.630525 = -119654.477514
  nChanged 2
		SP:Iteration 12Q (2460.170000 sec): 3 clusters
  Score: Raw -122989.552882 + Penalty 3332.630525 = -119656.922358
  nChanged 0
		SP:Iteration 13F (2460.180000 sec): 3 clusters
  Score: Raw -122989.552882 + Penalty 3332.630525 = -119656.922358
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.180000 sec): 2 clusters
  Score: Raw -179904.369306 + Penalty 1762.234960 = -178142.134345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.190000 sec): 3 clusters
  Score: Raw -179594.187608 + Penalty 3524.469920 = -176069.717688
  nChanged 335
		SP:Iteration 1F (2460.190000 sec): 3 clusters
  Score: Raw -179977.976105 + Penalty 3524.469920 = -176453.506185
  nChanged 93
		SP:Iteration 2F (2460.200000 sec): 3 clusters
  Score: Raw -180141.008259 + Penalty 3524.469920 = -176616.538339
  nChanged 42
		SP:Iteration 3Q (2460.200000 sec): 3 clusters
  Score: Raw -180196.355434 + Penalty 3524.469920 = -176671.885514
  nChanged 30
		SP:Iteration 4Q (2460.210000 sec): 3 clusters
  Score: Raw -180232.687030 + Penalty 3524.469920 = -176708.217110
  nChanged 12
		SP:Iteration 5Q (2460.210000 sec): 3 clusters
  Score: Raw -180247.087137 + Penalty 3524.469920 = -176722.617217
  nChanged 18
		SP:Iteration 6Q (2460.220000 sec): 3 clusters
  Score: Raw -180270.720057 + Penalty 3524.469920 = -176746.250137
  nChanged 12
		SP:Iteration 7Q (2460.220000 sec): 3 clusters
  Score: Raw -180285.989446 + Penalty 3524.469920 = -176761.519526
  nChanged 8
		SP:Iteration 8Q (2460.220000 sec): 3 clusters
  Score: Raw -180293.744744 + Penalty 3524.469920 = -176769.274824
  nChanged 5
		SP:Iteration 9Q (2460.230000 sec): 3 clusters
  Score: Raw -180297.290647 + Penalty 3524.469920 = -176772.820727
  nChanged 2
		SP:Iteration 10Q (2460.230000 sec): 3 clusters
  Score: Raw -180299.926895 + Penalty 3524.469920 = -176775.456975
  nChanged 2
		SP:Iteration 11Q (2460.240000 sec): 3 clusters
  Score: Raw -180303.154465 + Penalty 3524.469920 = -176778.684545
  nChanged 0
		SP:Iteration 12F (2460.240000 sec): 3 clusters
  Score: Raw -180303.154465 + Penalty 3524.469920 = -176778.684545
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.250000 sec): 2 clusters
  Score: Raw -22282.278239 + Penalty 1294.648245 = -20987.629995
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.250000 sec): 3 clusters
  Score: Raw -22605.113678 + Penalty 2589.296489 = -20015.817189
  nChanged 24
		SP:Iteration 1F (2460.250000 sec): 3 clusters
  Score: Raw -22711.338339 + Penalty 2589.296489 = -20122.041849
  nChanged 1
		SP:Iteration 2Q (2460.250000 sec): 3 clusters
  Score: Raw -22718.652269 + Penalty 2589.296489 = -20129.355780
  nChanged 1
		SP:Iteration 3Q (2460.250000 sec): 3 clusters
  Score: Raw -22725.181316 + Penalty 2589.296489 = -20135.884827
  nChanged 3
		SP:Iteration 4Q (2460.250000 sec): 3 clusters
  Score: Raw -22742.668963 + Penalty 2589.296489 = -20153.372474
  nChanged 2
		SP:Iteration 5Q (2460.250000 sec): 3 clusters
  Score: Raw -22749.823885 + Penalty 2589.296489 = -20160.527396
  nChanged 0
		SP:Iteration 6F (2460.250000 sec): 3 clusters
  Score: Raw -22749.823885 + Penalty 2589.296489 = -20160.527396
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (2355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.260000 sec): 2 clusters
  Score: Raw -345170.436905 + Penalty 1925.545410 = -343244.891496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.270000 sec): 3 clusters
  Score: Raw -344272.370654 + Penalty 3851.090819 = -340421.279835
  nChanged 765
		SP:Iteration 1F (2460.280000 sec): 3 clusters
  Score: Raw -344792.588436 + Penalty 3851.090819 = -340941.497617
  nChanged 192
		SP:Iteration 2F (2460.290000 sec): 3 clusters
  Score: Raw -344957.097504 + Penalty 3851.090819 = -341106.006685
  nChanged 115
		SP:Iteration 3Q (2460.300000 sec): 3 clusters
  Score: Raw -345052.651885 + Penalty 3851.090819 = -341201.561066
  nChanged 85
		SP:Iteration 4Q (2460.310000 sec): 3 clusters
  Score: Raw -345113.599546 + Penalty 3851.090819 = -341262.508727
  nChanged 70
		SP:Iteration 5Q (2460.320000 sec): 3 clusters
  Score: Raw -345161.545767 + Penalty 3851.090819 = -341310.454947
  nChanged 49
		SP:Iteration 6Q (2460.330000 sec): 3 clusters
  Score: Raw -345199.524459 + Penalty 3851.090819 = -341348.433640
  nChanged 35
		SP:Iteration 7Q (2460.340000 sec): 3 clusters
  Score: Raw -345221.638757 + Penalty 3851.090819 = -341370.547937
  nChanged 28
		SP:Iteration 8Q (2460.350000 sec): 3 clusters
  Score: Raw -345241.188187 + Penalty 3851.090819 = -341390.097368
  nChanged 34
		SP:Iteration 9Q (2460.360000 sec): 3 clusters
  Score: Raw -345265.009037 + Penalty 3851.090819 = -341413.918217
  nChanged 33
		SP:Iteration 10Q (2460.360000 sec): 3 clusters
  Score: Raw -345293.201676 + Penalty 3851.090819 = -341442.110857
  nChanged 35
		SP:Iteration 11Q (2460.380000 sec): 3 clusters
  Score: Raw -345321.617041 + Penalty 3851.090819 = -341470.526222
  nChanged 36
		SP:Iteration 12Q (2460.380000 sec): 3 clusters
  Score: Raw -345347.245224 + Penalty 3851.090819 = -341496.154405
  nChanged 26
		SP:Iteration 13Q (2460.390000 sec): 3 clusters
  Score: Raw -345365.934449 + Penalty 3851.090819 = -341514.843630
  nChanged 26
		SP:Iteration 14Q (2460.400000 sec): 3 clusters
  Score: Raw -345391.324336 + Penalty 3851.090819 = -341540.233516
  nChanged 32
		SP:Iteration 15Q (2460.410000 sec): 3 clusters
  Score: Raw -345416.960715 + Penalty 3851.090819 = -341565.869896
  nChanged 36
		SP:Iteration 16Q (2460.420000 sec): 3 clusters
  Score: Raw -345450.792094 + Penalty 3851.090819 = -341599.701275
  nChanged 33
		SP:Iteration 17Q (2460.430000 sec): 3 clusters
  Score: Raw -345480.792008 + Penalty 3851.090819 = -341629.701188
  nChanged 35
		SP:Iteration 18Q (2460.440000 sec): 3 clusters
  Score: Raw -345515.955141 + Penalty 3851.090819 = -341664.864322
  nChanged 46
		SP:Iteration 19Q (2460.450000 sec): 3 clusters
  Score: Raw -345550.508882 + Penalty 3851.090819 = -341699.418063
  nChanged 33
		SP:Iteration 20F (2460.460000 sec): 3 clusters
  Score: Raw -345575.229250 + Penalty 3851.090819 = -341724.138431
  nChanged 31
		SP:Iteration 21Q (2460.470000 sec): 3 clusters
  Score: Raw -345601.792079 + Penalty 3851.090819 = -341750.701260
  nChanged 32
		SP:Iteration 22Q (2460.480000 sec): 3 clusters
  Score: Raw -345635.564884 + Penalty 3851.090819 = -341784.474065
  nChanged 41
		SP:Iteration 23Q (2460.480000 sec): 3 clusters
  Score: Raw -345680.426816 + Penalty 3851.090819 = -341829.335996
  nChanged 37
		SP:Iteration 24Q (2460.490000 sec): 3 clusters
  Score: Raw -345722.385852 + Penalty 3851.090819 = -341871.295033
  nChanged 38
		SP:Iteration 25Q (2460.500000 sec): 3 clusters
  Score: Raw -345762.908657 + Penalty 3851.090819 = -341911.817837
  nChanged 30
		SP:Iteration 26Q (2460.510000 sec): 3 clusters
  Score: Raw -345795.520419 + Penalty 3851.090819 = -341944.429600
  nChanged 32
		SP:Iteration 27Q (2460.520000 sec): 3 clusters
  Score: Raw -345822.502841 + Penalty 3851.090819 = -341971.412021
  nChanged 21
		SP:Iteration 28Q (2460.530000 sec): 3 clusters
  Score: Raw -345835.993581 + Penalty 3851.090819 = -341984.902761
  nChanged 17
		SP:Iteration 29Q (2460.540000 sec): 3 clusters
  Score: Raw -345845.778215 + Penalty 3851.090819 = -341994.687395
  nChanged 18
		SP:Iteration 30Q (2460.540000 sec): 3 clusters
  Score: Raw -345860.664185 + Penalty 3851.090819 = -342009.573365
  nChanged 12
		SP:Iteration 31Q (2460.550000 sec): 3 clusters
  Score: Raw -345868.284473 + Penalty 3851.090819 = -342017.193654
  nChanged 9
		SP:Iteration 32Q (2460.560000 sec): 3 clusters
  Score: Raw -345873.569146 + Penalty 3851.090819 = -342022.478326
  nChanged 7
		SP:Iteration 33Q (2460.570000 sec): 3 clusters
  Score: Raw -345876.012430 + Penalty 3851.090819 = -342024.921611
  nChanged 7
		SP:Iteration 34Q (2460.580000 sec): 3 clusters
  Score: Raw -345880.974197 + Penalty 3851.090819 = -342029.883378
  nChanged 7
		SP:Iteration 35Q (2460.590000 sec): 3 clusters
  Score: Raw -345883.556993 + Penalty 3851.090819 = -342032.466173
  nChanged 7
		SP:Iteration 36Q (2460.600000 sec): 3 clusters
  Score: Raw -345888.988780 + Penalty 3851.090819 = -342037.897961
  nChanged 2
		SP:Iteration 37Q (2460.600000 sec): 3 clusters
  Score: Raw -345889.532914 + Penalty 3851.090819 = -342038.442094
  nChanged 0
		SP:Iteration 38F (2460.610000 sec): 3 clusters
  Score: Raw -345889.532914 + Penalty 3851.090819 = -342038.442094
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.620000 sec): 2 clusters
  Score: Raw -77809.852459 + Penalty 1571.093454 = -76238.759005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.620000 sec): 3 clusters
  Score: Raw -77840.518511 + Penalty 3142.186909 = -74698.331602
  nChanged 122
		SP:Iteration 1F (2460.620000 sec): 3 clusters
  Score: Raw -78100.053646 + Penalty 3142.186909 = -74957.866737
  nChanged 23
		SP:Iteration 2Q (2460.620000 sec): 3 clusters
  Score: Raw -78198.640470 + Penalty 3142.186909 = -75056.453562
  nChanged 16
		SP:Iteration 3Q (2460.630000 sec): 3 clusters
  Score: Raw -78274.517664 + Penalty 3142.186909 = -75132.330755
  nChanged 20
		SP:Iteration 4Q (2460.630000 sec): 3 clusters
  Score: Raw -78364.955844 + Penalty 3142.186909 = -75222.768935
  nChanged 24
		SP:Iteration 5Q (2460.630000 sec): 3 clusters
  Score: Raw -78418.990008 + Penalty 3142.186909 = -75276.803099
  nChanged 13
		SP:Iteration 6Q (2460.630000 sec): 3 clusters
  Score: Raw -78451.594584 + Penalty 3142.186909 = -75309.407675
  nChanged 18
		SP:Iteration 7Q (2460.640000 sec): 3 clusters
  Score: Raw -78496.001003 + Penalty 3142.186909 = -75353.814094
  nChanged 22
		SP:Iteration 8Q (2460.640000 sec): 3 clusters
  Score: Raw -78545.478291 + Penalty 3142.186909 = -75403.291382
  nChanged 23
		SP:Iteration 9Q (2460.640000 sec): 3 clusters
  Score: Raw -78596.774121 + Penalty 3142.186909 = -75454.587212
  nChanged 19
		SP:Iteration 10Q (2460.640000 sec): 3 clusters
  Score: Raw -78655.893029 + Penalty 3142.186909 = -75513.706121
  nChanged 17
		SP:Iteration 11Q (2460.640000 sec): 3 clusters
  Score: Raw -78724.793165 + Penalty 3142.186909 = -75582.606257
  nChanged 11
		SP:Iteration 12Q (2460.640000 sec): 3 clusters
  Score: Raw -78776.547913 + Penalty 3142.186909 = -75634.361004
  nChanged 5
		SP:Iteration 13Q (2460.650000 sec): 3 clusters
  Score: Raw -78794.492386 + Penalty 3142.186909 = -75652.305478
  nChanged 1
		SP:Iteration 14Q (2460.650000 sec): 3 clusters
  Score: Raw -78801.517055 + Penalty 3142.186909 = -75659.330147
  nChanged 2
		SP:Iteration 15Q (2460.650000 sec): 3 clusters
  Score: Raw -78808.845555 + Penalty 3142.186909 = -75666.658646
  nChanged 3
		SP:Iteration 16Q (2460.650000 sec): 3 clusters
  Score: Raw -78821.791201 + Penalty 3142.186909 = -75679.604293
  nChanged 2
		SP:Iteration 17Q (2460.660000 sec): 3 clusters
  Score: Raw -78825.329950 + Penalty 3142.186909 = -75683.143041
  nChanged 0
		SP:Iteration 18F (2460.660000 sec): 3 clusters
  Score: Raw -78825.329950 + Penalty 3142.186909 = -75683.143041
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.720000 sec): 2 clusters
  Score: Raw -2459821.203206 + Penalty 2427.025162 = -2457394.178045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.800000 sec): 3 clusters
  Score: Raw -2449576.125086 + Penalty 4854.050323 = -2444722.074763
  nChanged 7748
		SP:Iteration 1F (2460.870000 sec): 3 clusters
  Score: Raw -2453828.786920 + Penalty 4854.050323 = -2448974.736597
  nChanged 983
		SP:Iteration 2F (2460.950000 sec): 3 clusters
  Score: Raw -2454214.024259 + Penalty 4854.050323 = -2449359.973935
  nChanged 828
		SP:Iteration 3Q (2461.020000 sec): 3 clusters
  Score: Raw -2454527.482018 + Penalty 4854.050323 = -2449673.431695
  nChanged 712
		SP:Iteration 4Q (2461.100000 sec): 3 clusters
  Score: Raw -2454811.353151 + Penalty 4854.050323 = -2449957.302828
  nChanged 719
		SP:Iteration 5Q (2461.180000 sec): 3 clusters
  Score: Raw -2455107.366366 + Penalty 4854.050323 = -2450253.316043
  nChanged 711
		SP:Iteration 6Q (2461.250000 sec): 3 clusters
  Score: Raw -2455421.547099 + Penalty 4854.050323 = -2450567.496776
  nChanged 700
		SP:Iteration 7Q (2461.320000 sec): 3 clusters
  Score: Raw -2455755.204115 + Penalty 4854.050323 = -2450901.153792
  nChanged 716
		SP:Iteration 8Q (2461.400000 sec): 3 clusters
  Score: Raw -2456140.857054 + Penalty 4854.050323 = -2451286.806730
  nChanged 744
		SP:Iteration 9Q (2461.460000 sec): 3 clusters
  Score: Raw -2456543.482626 + Penalty 4854.050323 = -2451689.432303
  nChanged 753
		SP:Iteration 10Q (2461.530000 sec): 3 clusters
  Score: Raw -2456941.567754 + Penalty 4854.050323 = -2452087.517431
  nChanged 684
		SP:Iteration 11Q (2461.600000 sec): 3 clusters
  Score: Raw -2457310.890626 + Penalty 4854.050323 = -2452456.840303
  nChanged 611
		SP:Iteration 12Q (2461.660000 sec): 3 clusters
  Score: Raw -2457610.375093 + Penalty 4854.050323 = -2452756.324770
  nChanged 539
		SP:Iteration 13Q (2461.720000 sec): 3 clusters
  Score: Raw -2457860.876031 + Penalty 4854.050323 = -2453006.825708
  nChanged 445
		SP:Iteration 14Q (2461.790000 sec): 3 clusters
  Score: Raw -2458058.437223 + Penalty 4854.050323 = -2453204.386900
  nChanged 382
		SP:Iteration 15Q (2461.850000 sec): 3 clusters
  Score: Raw -2458220.948707 + Penalty 4854.050323 = -2453366.898383
  nChanged 335
		SP:Iteration 16Q (2461.910000 sec): 3 clusters
  Score: Raw -2458355.574494 + Penalty 4854.050323 = -2453501.524171
  nChanged 291
		SP:Iteration 17Q (2461.970000 sec): 3 clusters
  Score: Raw -2458464.472047 + Penalty 4854.050323 = -2453610.421724
  nChanged 267
		SP:Iteration 18Q (2462.040000 sec): 3 clusters
  Score: Raw -2458572.707027 + Penalty 4854.050323 = -2453718.656704
  nChanged 232
		SP:Iteration 19Q (2462.100000 sec): 3 clusters
  Score: Raw -2458660.771126 + Penalty 4854.050323 = -2453806.720803
  nChanged 234
		SP:Iteration 20F (2462.160000 sec): 3 clusters
  Score: Raw -2458736.820717 + Penalty 4854.050323 = -2453882.770394
  nChanged 195
		SP:Iteration 21Q (2462.220000 sec): 3 clusters
  Score: Raw -2458800.070334 + Penalty 4854.050323 = -2453946.020011
  nChanged 215
		SP:Iteration 22Q (2462.280000 sec): 3 clusters
  Score: Raw -2458869.918480 + Penalty 4854.050323 = -2454015.868157
  nChanged 188
		SP:Iteration 23Q (2462.340000 sec): 3 clusters
  Score: Raw -2458931.752319 + Penalty 4854.050323 = -2454077.701996
  nChanged 177
		SP:Iteration 24Q (2462.400000 sec): 3 clusters
  Score: Raw -2458998.799994 + Penalty 4854.050323 = -2454144.749671
  nChanged 187
		SP:Iteration 25Q (2462.450000 sec): 3 clusters
  Score: Raw -2459066.702205 + Penalty 4854.050323 = -2454212.651881
  nChanged 166
		SP:Iteration 26Q (2462.510000 sec): 3 clusters
  Score: Raw -2459127.425675 + Penalty 4854.050323 = -2454273.375352
  nChanged 174
		SP:Iteration 27Q (2462.570000 sec): 3 clusters
  Score: Raw -2459194.583808 + Penalty 4854.050323 = -2454340.533485
  nChanged 173
		SP:Iteration 28Q (2462.620000 sec): 3 clusters
  Score: Raw -2459259.281702 + Penalty 4854.050323 = -2454405.231378
  nChanged 177
		SP:Iteration 29Q (2462.680000 sec): 3 clusters
  Score: Raw -2459327.191554 + Penalty 4854.050323 = -2454473.141231
  nChanged 154
		SP:Iteration 30Q (2462.740000 sec): 3 clusters
  Score: Raw -2459386.594900 + Penalty 4854.050323 = -2454532.544577
  nChanged 159
		SP:Iteration 31Q (2462.790000 sec): 3 clusters
  Score: Raw -2459458.681768 + Penalty 4854.050323 = -2454604.631445
  nChanged 149
		SP:Iteration 32Q (2462.840000 sec): 3 clusters
  Score: Raw -2459527.218068 + Penalty 4854.050323 = -2454673.167745
  nChanged 137
		SP:Iteration 33Q (2462.900000 sec): 3 clusters
  Score: Raw -2459588.977060 + Penalty 4854.050323 = -2454734.926737
  nChanged 148
		SP:Iteration 34Q (2462.950000 sec): 3 clusters
  Score: Raw -2459653.373590 + Penalty 4854.050323 = -2454799.323266
  nChanged 134
		SP:Iteration 35Q (2463.010000 sec): 3 clusters
  Score: Raw -2459720.081801 + Penalty 4854.050323 = -2454866.031478
  nChanged 117
		SP:Iteration 36Q (2463.060000 sec): 3 clusters
  Score: Raw -2459782.256407 + Penalty 4854.050323 = -2454928.206083
  nChanged 125
		SP:Iteration 37Q (2463.110000 sec): 3 clusters
  Score: Raw -2459849.451966 + Penalty 4854.050323 = -2454995.401643
  nChanged 127
		SP:Iteration 38Q (2463.160000 sec): 3 clusters
  Score: Raw -2459905.947852 + Penalty 4854.050323 = -2455051.897528
  nChanged 99
		SP:Iteration 39Q (2463.220000 sec): 3 clusters
  Score: Raw -2459959.676636 + Penalty 4854.050323 = -2455105.626313
  nChanged 102
		SP:Iteration 40F (2463.280000 sec): 3 clusters
  Score: Raw -2460018.159460 + Penalty 4854.050323 = -2455164.109137
  nChanged 88
		SP:Iteration 41Q (2463.340000 sec): 3 clusters
  Score: Raw -2460069.457698 + Penalty 4854.050323 = -2455215.407375
  nChanged 64
		SP:Iteration 42Q (2463.380000 sec): 3 clusters
  Score: Raw -2460109.277147 + Penalty 4854.050323 = -2455255.226824
  nChanged 60
		SP:Iteration 43Q (2463.440000 sec): 3 clusters
  Score: Raw -2460137.064868 + Penalty 4854.050323 = -2455283.014544
  nChanged 48
		SP:Iteration 44Q (2463.490000 sec): 3 clusters
  Score: Raw -2460159.786677 + Penalty 4854.050323 = -2455305.736353
  nChanged 42
		SP:Iteration 45Q (2463.540000 sec): 3 clusters
  Score: Raw -2460181.411001 + Penalty 4854.050323 = -2455327.360678
  nChanged 33
		SP:Iteration 46Q (2463.590000 sec): 3 clusters
  Score: Raw -2460195.762372 + Penalty 4854.050323 = -2455341.712049
  nChanged 23
		SP:Iteration 47Q (2463.640000 sec): 3 clusters
  Score: Raw -2460207.972488 + Penalty 4854.050323 = -2455353.922165
  nChanged 30
		SP:Iteration 48Q (2463.690000 sec): 3 clusters
  Score: Raw -2460223.974241 + Penalty 4854.050323 = -2455369.923918
  nChanged 31
		SP:Iteration 49Q (2463.740000 sec): 3 clusters
  Score: Raw -2460239.788461 + Penalty 4854.050323 = -2455385.738138
  nChanged 32
		SP:Iteration 50Q (2463.790000 sec): 3 clusters
  Score: Raw -2460259.208636 + Penalty 4854.050323 = -2455405.158312
  nChanged 24
		SP:Iteration 51Q (2463.840000 sec): 3 clusters
  Score: Raw -2460274.755355 + Penalty 4854.050323 = -2455420.705032
  nChanged 21
		SP:Iteration 52Q (2463.890000 sec): 3 clusters
  Score: Raw -2460285.812769 + Penalty 4854.050323 = -2455431.762446
  nChanged 18
		SP:Iteration 53Q (2463.940000 sec): 3 clusters
  Score: Raw -2460295.983830 + Penalty 4854.050323 = -2455441.933507
  nChanged 16
		SP:Iteration 54Q (2463.990000 sec): 3 clusters
  Score: Raw -2460304.653251 + Penalty 4854.050323 = -2455450.602928
  nChanged 18
		SP:Iteration 55Q (2464.040000 sec): 3 clusters
  Score: Raw -2460313.522930 + Penalty 4854.050323 = -2455459.472607
  nChanged 12
		SP:Iteration 56Q (2464.090000 sec): 3 clusters
  Score: Raw -2460318.787722 + Penalty 4854.050323 = -2455464.737398
  nChanged 12
		SP:Iteration 57Q (2464.140000 sec): 3 clusters
  Score: Raw -2460325.008095 + Penalty 4854.050323 = -2455470.957772
  nChanged 11
		SP:Iteration 58Q (2464.180000 sec): 3 clusters
  Score: Raw -2460330.357231 + Penalty 4854.050323 = -2455476.306908
  nChanged 9
		SP:Iteration 59Q (2464.230000 sec): 3 clusters
  Score: Raw -2460334.257123 + Penalty 4854.050323 = -2455480.206800
  nChanged 9
		SP:Iteration 60F (2464.300000 sec): 3 clusters
  Score: Raw -2460337.769419 + Penalty 4854.050323 = -2455483.719095
  nChanged 4
		SP:Iteration 61Q (2464.350000 sec): 3 clusters
  Score: Raw -2460340.536719 + Penalty 4854.050323 = -2455486.486396
  nChanged 9
		SP:Iteration 62Q (2464.400000 sec): 3 clusters
  Score: Raw -2460344.370165 + Penalty 4854.050323 = -2455490.319842
  nChanged 4
		SP:Iteration 63Q (2464.450000 sec): 3 clusters
  Score: Raw -2460346.248943 + Penalty 4854.050323 = -2455492.198620
  nChanged 4
		SP:Iteration 64Q (2464.500000 sec): 3 clusters
  Score: Raw -2460348.167786 + Penalty 4854.050323 = -2455494.117463
  nChanged 2
		SP:Iteration 65Q (2464.540000 sec): 3 clusters
  Score: Raw -2460348.961917 + Penalty 4854.050323 = -2455494.911594
  nChanged 1
		SP:Iteration 66Q (2464.590000 sec): 3 clusters
  Score: Raw -2460349.408144 + Penalty 4854.050323 = -2455495.357821
  nChanged 1
		SP:Iteration 67Q (2464.640000 sec): 3 clusters
  Score: Raw -2460349.823461 + Penalty 4854.050323 = -2455495.773138
  nChanged 1
		SP:Iteration 68Q (2464.690000 sec): 3 clusters
  Score: Raw -2460350.147032 + Penalty 4854.050323 = -2455496.096709
  nChanged 0
		SP:Iteration 69F (2464.760000 sec): 3 clusters
  Score: Raw -2460350.147032 + Penalty 4854.050323 = -2455496.096709
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2464.780000 sec): 2 clusters
  Score: Raw -1055292.487816 + Penalty 2202.419695 = -1053090.068122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2464.810000 sec): 3 clusters
  Score: Raw -1051589.137129 + Penalty 4404.839390 = -1047184.297739
  nChanged 2884
		SP:Iteration 1F (2464.840000 sec): 3 clusters
  Score: Raw -1053189.574291 + Penalty 4404.839390 = -1048784.734901
  nChanged 495
		SP:Iteration 2F (2464.860000 sec): 3 clusters
  Score: Raw -1053437.781389 + Penalty 4404.839390 = -1049032.941999
  nChanged 339
		SP:Iteration 3Q (2464.890000 sec): 3 clusters
  Score: Raw -1053599.357947 + Penalty 4404.839390 = -1049194.518558
  nChanged 268
		SP:Iteration 4Q (2464.920000 sec): 3 clusters
  Score: Raw -1053712.777363 + Penalty 4404.839390 = -1049307.937974
  nChanged 224
		SP:Iteration 5Q (2464.940000 sec): 3 clusters
  Score: Raw -1053818.113267 + Penalty 4404.839390 = -1049413.273877
  nChanged 207
		SP:Iteration 6Q (2464.970000 sec): 3 clusters
  Score: Raw -1053903.348703 + Penalty 4404.839390 = -1049498.509313
  nChanged 174
		SP:Iteration 7Q (2465.000000 sec): 3 clusters
  Score: Raw -1053980.709418 + Penalty 4404.839390 = -1049575.870028
  nChanged 175
		SP:Iteration 8Q (2465.020000 sec): 3 clusters
  Score: Raw -1054056.482471 + Penalty 4404.839390 = -1049651.643081
  nChanged 182
		SP:Iteration 9Q (2465.050000 sec): 3 clusters
  Score: Raw -1054161.099858 + Penalty 4404.839390 = -1049756.260468
  nChanged 187
		SP:Iteration 10Q (2465.080000 sec): 3 clusters
  Score: Raw -1054268.368836 + Penalty 4404.839390 = -1049863.529447
  nChanged 188
		SP:Iteration 11Q (2465.100000 sec): 3 clusters
  Score: Raw -1054366.874341 + Penalty 4404.839390 = -1049962.034951
  nChanged 188
		SP:Iteration 12Q (2465.130000 sec): 3 clusters
  Score: Raw -1054471.818837 + Penalty 4404.839390 = -1050066.979447
  nChanged 191
		SP:Iteration 13Q (2465.160000 sec): 3 clusters
  Score: Raw -1054563.158454 + Penalty 4404.839390 = -1050158.319064
  nChanged 154
		SP:Iteration 14Q (2465.180000 sec): 3 clusters
  Score: Raw -1054649.381265 + Penalty 4404.839390 = -1050244.541876
  nChanged 188
		SP:Iteration 15Q (2465.200000 sec): 3 clusters
  Score: Raw -1054740.503172 + Penalty 4404.839390 = -1050335.663782
  nChanged 165
		SP:Iteration 16Q (2465.230000 sec): 3 clusters
  Score: Raw -1054820.744797 + Penalty 4404.839390 = -1050415.905407
  nChanged 140
		SP:Iteration 17Q (2465.260000 sec): 3 clusters
  Score: Raw -1054892.117199 + Penalty 4404.839390 = -1050487.277809
  nChanged 114
		SP:Iteration 18Q (2465.280000 sec): 3 clusters
  Score: Raw -1054953.290858 + Penalty 4404.839390 = -1050548.451468
  nChanged 141
		SP:Iteration 19Q (2465.310000 sec): 3 clusters
  Score: Raw -1055023.018149 + Penalty 4404.839390 = -1050618.178759
  nChanged 129
		SP:Iteration 20F (2465.330000 sec): 3 clusters
  Score: Raw -1055087.036141 + Penalty 4404.839390 = -1050682.196752
  nChanged 111
		SP:Iteration 21Q (2465.360000 sec): 3 clusters
  Score: Raw -1055141.257819 + Penalty 4404.839390 = -1050736.418430
  nChanged 116
		SP:Iteration 22Q (2465.380000 sec): 3 clusters
  Score: Raw -1055191.657275 + Penalty 4404.839390 = -1050786.817885
  nChanged 105
		SP:Iteration 23Q (2465.410000 sec): 3 clusters
  Score: Raw -1055241.617524 + Penalty 4404.839390 = -1050836.778134
  nChanged 94
		SP:Iteration 24Q (2465.430000 sec): 3 clusters
  Score: Raw -1055281.806168 + Penalty 4404.839390 = -1050876.966778
  nChanged 76
		SP:Iteration 25Q (2465.460000 sec): 3 clusters
  Score: Raw -1055314.326813 + Penalty 4404.839390 = -1050909.487423
  nChanged 71
		SP:Iteration 26Q (2465.480000 sec): 3 clusters
  Score: Raw -1055343.333019 + Penalty 4404.839390 = -1050938.493630
  nChanged 72
		SP:Iteration 27Q (2465.500000 sec): 3 clusters
  Score: Raw -1055374.796702 + Penalty 4404.839390 = -1050969.957312
  nChanged 54
		SP:Iteration 28Q (2465.530000 sec): 3 clusters
  Score: Raw -1055395.038564 + Penalty 4404.839390 = -1050990.199175
  nChanged 52
		SP:Iteration 29Q (2465.550000 sec): 3 clusters
  Score: Raw -1055414.696730 + Penalty 4404.839390 = -1051009.857340
  nChanged 42
		SP:Iteration 30Q (2465.580000 sec): 3 clusters
  Score: Raw -1055430.041607 + Penalty 4404.839390 = -1051025.202217
  nChanged 35
		SP:Iteration 31Q (2465.600000 sec): 3 clusters
  Score: Raw -1055440.124832 + Penalty 4404.839390 = -1051035.285442
  nChanged 28
		SP:Iteration 32Q (2465.620000 sec): 3 clusters
  Score: Raw -1055447.185194 + Penalty 4404.839390 = -1051042.345804
  nChanged 23
		SP:Iteration 33Q (2465.650000 sec): 3 clusters
  Score: Raw -1055452.635048 + Penalty 4404.839390 = -1051047.795658
  nChanged 14
		SP:Iteration 34Q (2465.670000 sec): 3 clusters
  Score: Raw -1055456.451870 + Penalty 4404.839390 = -1051051.612480
  nChanged 15
		SP:Iteration 35Q (2465.700000 sec): 3 clusters
  Score: Raw -1055460.053209 + Penalty 4404.839390 = -1051055.213819
  nChanged 8
		SP:Iteration 36Q (2465.720000 sec): 3 clusters
  Score: Raw -1055461.372428 + Penalty 4404.839390 = -1051056.533039
  nChanged 7
		SP:Iteration 37Q (2465.740000 sec): 3 clusters
  Score: Raw -1055462.429931 + Penalty 4404.839390 = -1051057.590542
  nChanged 1
		SP:Iteration 38Q (2465.770000 sec): 3 clusters
  Score: Raw -1055462.513034 + Penalty 4404.839390 = -1051057.673644
  nChanged 3
		SP:Iteration 39Q (2465.790000 sec): 3 clusters
  Score: Raw -1055463.289305 + Penalty 4404.839390 = -1051058.449915
  nChanged 4
		SP:Iteration 40F (2465.820000 sec): 3 clusters
  Score: Raw -1055464.119871 + Penalty 4404.839390 = -1051059.280481
  nChanged 3
		SP:Iteration 41Q (2465.840000 sec): 3 clusters
  Score: Raw -1055464.632871 + Penalty 4404.839390 = -1051059.793481
  nChanged 2
		SP:Iteration 42Q (2465.870000 sec): 3 clusters
  Score: Raw -1055464.918051 + Penalty 4404.839390 = -1051060.078662
  nChanged 0
		SP:Iteration 43F (2465.890000 sec): 3 clusters
  Score: Raw -1055464.918051 + Penalty 4404.839390 = -1051060.078662
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (100023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2466.240000 sec): 2 clusters
  Score: Raw -14781034.940406 + Penalty 2855.262549 = -14778179.677858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2466.620000 sec): 3 clusters
  Score: Raw -14717072.382328 + Penalty 5710.525098 = -14711361.857231
  nChanged 47107
		SP:Iteration 1F (2467.000000 sec): 3 clusters
  Score: Raw -14743432.637807 + Penalty 5710.525098 = -14737722.112710
  nChanged 3237
		SP:Iteration 2Q (2467.380000 sec): 3 clusters
  Score: Raw -14744191.325646 + Penalty 5710.525098 = -14738480.800548
  nChanged 3338
		SP:Iteration 3Q (2467.770000 sec): 3 clusters
  Score: Raw -14745066.514005 + Penalty 5710.525098 = -14739355.988907
  nChanged 3630
		SP:Iteration 4Q (2468.150000 sec): 3 clusters
  Score: Raw -14746217.130465 + Penalty 5710.525098 = -14740506.605367
  nChanged 4348
		SP:Iteration 5Q (2468.530000 sec): 3 clusters
  Score: Raw -14748030.303894 + Penalty 5710.525098 = -14742319.778797
  nChanged 5608
		SP:Iteration 6F (2468.910000 sec): 3 clusters
  Score: Raw -14751141.096314 + Penalty 5710.525098 = -14745430.571216
  nChanged 7093
		SP:Iteration 7F (2469.280000 sec): 3 clusters
  Score: Raw -14756173.380245 + Penalty 5710.525098 = -14750462.855147
  nChanged 8115
		SP:Iteration 8F (2469.660000 sec): 3 clusters
  Score: Raw -14763042.319986 + Penalty 5710.525098 = -14757331.794888
  nChanged 7639
		SP:Iteration 9F (2470.030000 sec): 3 clusters
  Score: Raw -14770124.534967 + Penalty 5710.525098 = -14764414.009870
  nChanged 5830
		SP:Iteration 10F (2470.410000 sec): 3 clusters
  Score: Raw -14775640.553666 + Penalty 5710.525098 = -14769930.028569
  nChanged 3374
		SP:Iteration 11Q (2470.760000 sec): 3 clusters
  Score: Raw -14778721.024325 + Penalty 5710.525098 = -14773010.499228
  nChanged 1675
		SP:Iteration 12Q (2471.080000 sec): 3 clusters
  Score: Raw -14780190.620199 + Penalty 5710.525098 = -14774480.095101
  nChanged 733
		SP:Iteration 13Q (2471.380000 sec): 3 clusters
  Score: Raw -14780806.406346 + Penalty 5710.525098 = -14775095.881249
  nChanged 290
		SP:Iteration 14Q (2471.660000 sec): 3 clusters
  Score: Raw -14781070.659063 + Penalty 5710.525098 = -14775360.133965
  nChanged 152
		SP:Iteration 15Q (2471.930000 sec): 3 clusters
  Score: Raw -14781199.968556 + Penalty 5710.525098 = -14775489.443459
  nChanged 75
		SP:Iteration 16Q (2472.200000 sec): 3 clusters
  Score: Raw -14781264.945925 + Penalty 5710.525098 = -14775554.420828
  nChanged 49
		SP:Iteration 17Q (2472.470000 sec): 3 clusters
  Score: Raw -14781313.412647 + Penalty 5710.525098 = -14775602.887549
  nChanged 27
		SP:Iteration 18Q (2472.740000 sec): 3 clusters
  Score: Raw -14781339.610662 + Penalty 5710.525098 = -14775629.085565
  nChanged 17
		SP:Iteration 19Q (2473.010000 sec): 3 clusters
  Score: Raw -14781355.153864 + Penalty 5710.525098 = -14775644.628767
  nChanged 16
		SP:Iteration 20F (2473.370000 sec): 3 clusters
  Score: Raw -14781369.257370 + Penalty 5710.525098 = -14775658.732272
  nChanged 13
		SP:Iteration 21Q (2473.640000 sec): 3 clusters
  Score: Raw -14781381.470074 + Penalty 5710.525098 = -14775670.944977
  nChanged 9
		SP:Iteration 22Q (2473.910000 sec): 3 clusters
  Score: Raw -14781391.782282 + Penalty 5710.525098 = -14775681.257185
  nChanged 10
		SP:Iteration 23Q (2474.170000 sec): 3 clusters
  Score: Raw -14781405.536957 + Penalty 5710.525098 = -14775695.011859
  nChanged 10
		SP:Iteration 24Q (2474.440000 sec): 3 clusters
  Score: Raw -14781414.150146 + Penalty 5710.525098 = -14775703.625048
  nChanged 10
		SP:Iteration 25Q (2474.700000 sec): 3 clusters
  Score: Raw -14781424.239110 + Penalty 5710.525098 = -14775713.714012
  nChanged 9
		SP:Iteration 26Q (2474.970000 sec): 3 clusters
  Score: Raw -14781431.419405 + Penalty 5710.525098 = -14775720.894308
  nChanged 6
		SP:Iteration 27Q (2475.230000 sec): 3 clusters
  Score: Raw -14781437.004049 + Penalty 5710.525098 = -14775726.478952
  nChanged 7
		SP:Iteration 28Q (2475.490000 sec): 3 clusters
  Score: Raw -14781445.585401 + Penalty 5710.525098 = -14775735.060304
  nChanged 4
		SP:Iteration 29Q (2475.760000 sec): 3 clusters
  Score: Raw -14781449.213386 + Penalty 5710.525098 = -14775738.688288
  nChanged 4
		SP:Iteration 30Q (2476.020000 sec): 3 clusters
  Score: Raw -14781453.479901 + Penalty 5710.525098 = -14775742.954804
  nChanged 5
		SP:Iteration 31Q (2476.290000 sec): 3 clusters
  Score: Raw -14781457.364866 + Penalty 5710.525098 = -14775746.839769
  nChanged 5
		SP:Iteration 32Q (2476.550000 sec): 3 clusters
  Score: Raw -14781461.992698 + Penalty 5710.525098 = -14775751.467601
  nChanged 2
		SP:Iteration 33Q (2476.810000 sec): 3 clusters
  Score: Raw -14781465.368115 + Penalty 5710.525098 = -14775754.843017
  nChanged 4
		SP:Iteration 34Q (2477.080000 sec): 3 clusters
  Score: Raw -14781468.536598 + Penalty 5710.525098 = -14775758.011501
  nChanged 1
		SP:Iteration 35Q (2477.340000 sec): 3 clusters
  Score: Raw -14781469.453504 + Penalty 5710.525098 = -14775758.928407
  nChanged 1
		SP:Iteration 36Q (2477.600000 sec): 3 clusters
  Score: Raw -14781470.213288 + Penalty 5710.525098 = -14775759.688190
  nChanged 0
		SP:Iteration 37F (2477.970000 sec): 3 clusters
  Score: Raw -14781470.213288 + Penalty 5710.525098 = -14775759.688190
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (258745 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2478.810000 sec): 2 clusters
  Score: Raw -38294901.842337 + Penalty 3090.972378 = -38291810.869958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2479.790000 sec): 3 clusters
  Score: Raw -38123989.412410 + Penalty 6181.944757 = -38117807.467653
  nChanged 125301
		SP:Iteration 1F (2480.770000 sec): 3 clusters
  Score: Raw -38197609.122631 + Penalty 6181.944757 = -38191427.177875
  nChanged 6652
		SP:Iteration 2Q (2481.760000 sec): 3 clusters
  Score: Raw -38198854.424568 + Penalty 6181.944757 = -38192672.479812
  nChanged 7129
		SP:Iteration 3Q (2482.760000 sec): 3 clusters
  Score: Raw -38200430.774583 + Penalty 6181.944757 = -38194248.829826
  nChanged 8088
		SP:Iteration 4Q (2483.760000 sec): 3 clusters
  Score: Raw -38202493.283340 + Penalty 6181.944757 = -38196311.338583
  nChanged 9205
		SP:Iteration 5Q (2484.760000 sec): 3 clusters
  Score: Raw -38205318.457073 + Penalty 6181.944757 = -38199136.512316
  nChanged 10523
		SP:Iteration 6Q (2485.750000 sec): 3 clusters
  Score: Raw -38209120.067881 + Penalty 6181.944757 = -38202938.123124
  nChanged 12006
		SP:Iteration 7Q (2486.750000 sec): 3 clusters
  Score: Raw -38214329.978670 + Penalty 6181.944757 = -38208148.033913
  nChanged 13211
		SP:Iteration 8F (2487.720000 sec): 3 clusters
  Score: Raw -38220888.850321 + Penalty 6181.944757 = -38214706.905564
  nChanged 14129
		SP:Iteration 9F (2488.700000 sec): 3 clusters
  Score: Raw -38229033.279151 + Penalty 6181.944757 = -38222851.334394
  nChanged 14169
		SP:Iteration 10F (2489.670000 sec): 3 clusters
  Score: Raw -38238122.215046 + Penalty 6181.944757 = -38231940.270289
  nChanged 13362
		SP:Iteration 11F (2490.640000 sec): 3 clusters
  Score: Raw -38246822.657799 + Penalty 6181.944757 = -38240640.713042
  nChanged 11209
		SP:Iteration 12Q (2491.620000 sec): 3 clusters
  Score: Raw -38252740.952606 + Penalty 6181.944757 = -38246559.007850
  nChanged 7945
		SP:Iteration 13Q (2492.580000 sec): 3 clusters
  Score: Raw -38255783.365908 + Penalty 6181.944757 = -38249601.421152
  nChanged 5419
		SP:Iteration 14Q (2493.520000 sec): 3 clusters
  Score: Raw -38257587.333003 + Penalty 6181.944757 = -38251405.388247
  nChanged 4634
		SP:Iteration 15Q (2494.450000 sec): 3 clusters
  Score: Raw -38259173.546858 + Penalty 6181.944757 = -38252991.602101
  nChanged 4823
		SP:Iteration 16Q (2495.380000 sec): 3 clusters
  Score: Raw -38260899.951502 + Penalty 6181.944757 = -38254718.006745
  nChanged 4958
		SP:Iteration 17Q (2496.310000 sec): 3 clusters
  Score: Raw -38262791.746885 + Penalty 6181.944757 = -38256609.802128
  nChanged 5107
		SP:Iteration 18Q (2497.220000 sec): 3 clusters
  Score: Raw -38264902.441431 + Penalty 6181.944757 = -38258720.496675
  nChanged 5345
		SP:Iteration 19Q (2498.120000 sec): 3 clusters
  Score: Raw -38267275.982186 + Penalty 6181.944757 = -38261094.037429
  nChanged 5407
		SP:Iteration 20F (2499.100000 sec): 3 clusters
  Score: Raw -38269795.537432 + Penalty 6181.944757 = -38263613.592676
  nChanged 5232
		SP:Iteration 21Q (2499.970000 sec): 3 clusters
  Score: Raw -38272325.815828 + Penalty 6181.944757 = -38266143.871072
  nChanged 5043
		SP:Iteration 22Q (2500.820000 sec): 3 clusters
  Score: Raw -38274885.378082 + Penalty 6181.944757 = -38268703.433326
  nChanged 4776
		SP:Iteration 23Q (2501.670000 sec): 3 clusters
  Score: Raw -38277326.002069 + Penalty 6181.944757 = -38271144.057312
  nChanged 4243
		SP:Iteration 24Q (2502.490000 sec): 3 clusters
  Score: Raw -38279499.515449 + Penalty 6181.944757 = -38273317.570692
  nChanged 3837
		SP:Iteration 25Q (2503.300000 sec): 3 clusters
  Score: Raw -38281443.748414 + Penalty 6181.944757 = -38275261.803657
  nChanged 3452
		SP:Iteration 26Q (2504.100000 sec): 3 clusters
  Score: Raw -38283171.261315 + Penalty 6181.944757 = -38276989.316558
  nChanged 3138
		SP:Iteration 27Q (2504.880000 sec): 3 clusters
  Score: Raw -38284707.341059 + Penalty 6181.944757 = -38278525.396302
  nChanged 2723
		SP:Iteration 28Q (2505.650000 sec): 3 clusters
  Score: Raw -38285977.418542 + Penalty 6181.944757 = -38279795.473786
  nChanged 2431
		SP:Iteration 29Q (2506.400000 sec): 3 clusters
  Score: Raw -38287098.371133 + Penalty 6181.944757 = -38280916.426377
  nChanged 2154
		SP:Iteration 30Q (2507.150000 sec): 3 clusters
  Score: Raw -38288087.592552 + Penalty 6181.944757 = -38281905.647796
  nChanged 1941
		SP:Iteration 31Q (2507.880000 sec): 3 clusters
  Score: Raw -38288919.980716 + Penalty 6181.944757 = -38282738.035959
  nChanged 1667
		SP:Iteration 32Q (2508.610000 sec): 3 clusters
  Score: Raw -38289616.465615 + Penalty 6181.944757 = -38283434.520858
  nChanged 1536
		SP:Iteration 33Q (2509.330000 sec): 3 clusters
  Score: Raw -38290231.036140 + Penalty 6181.944757 = -38284049.091384
  nChanged 1345
		SP:Iteration 34Q (2510.050000 sec): 3 clusters
  Score: Raw -38290745.782145 + Penalty 6181.944757 = -38284563.837388
  nChanged 1212
		SP:Iteration 35Q (2510.760000 sec): 3 clusters
  Score: Raw -38291229.841766 + Penalty 6181.944757 = -38285047.897010
  nChanged 1125
		SP:Iteration 36Q (2511.470000 sec): 3 clusters
  Score: Raw -38291680.521829 + Penalty 6181.944757 = -38285498.577073
  nChanged 980
		SP:Iteration 37Q (2512.320000 sec): 3 clusters
  Score: Raw -38292052.604411 + Penalty 6181.944757 = -38285870.659654
  nChanged 875
		SP:Iteration 38Q (2513.090000 sec): 3 clusters
  Score: Raw -38292390.668726 + Penalty 6181.944757 = -38286208.723970
  nChanged 793
		SP:Iteration 39Q (2513.780000 sec): 3 clusters
  Score: Raw -38292703.636168 + Penalty 6181.944757 = -38286521.691411
  nChanged 731
		SP:Iteration 40F (2514.730000 sec): 3 clusters
  Score: Raw -38292988.510031 + Penalty 6181.944757 = -38286806.565274
  nChanged 646
		SP:Iteration 41Q (2515.420000 sec): 3 clusters
  Score: Raw -38293235.897532 + Penalty 6181.944757 = -38287053.952775
  nChanged 600
		SP:Iteration 42Q (2516.100000 sec): 3 clusters
  Score: Raw -38293466.019868 + Penalty 6181.944757 = -38287284.075111
  nChanged 503
		SP:Iteration 43Q (2516.790000 sec): 3 clusters
  Score: Raw -38293651.082881 + Penalty 6181.944757 = -38287469.138124
  nChanged 482
		SP:Iteration 44Q (2517.470000 sec): 3 clusters
  Score: Raw -38293836.392261 + Penalty 6181.944757 = -38287654.447505
  nChanged 441
		SP:Iteration 45Q (2518.150000 sec): 3 clusters
  Score: Raw -38294011.507781 + Penalty 6181.944757 = -38287829.563024
  nChanged 417
		SP:Iteration 46Q (2518.820000 sec): 3 clusters
  Score: Raw -38294185.170954 + Penalty 6181.944757 = -38288003.226198
  nChanged 360
		SP:Iteration 47Q (2519.500000 sec): 3 clusters
  Score: Raw -38294334.382958 + Penalty 6181.944757 = -38288152.438201
  nChanged 351
		SP:Iteration 48Q (2520.180000 sec): 3 clusters
  Score: Raw -38294476.709557 + Penalty 6181.944757 = -38288294.764801
  nChanged 299
		SP:Iteration 49Q (2520.850000 sec): 3 clusters
  Score: Raw -38294600.909053 + Penalty 6181.944757 = -38288418.964297
  nChanged 250
		SP:Iteration 50Q (2521.520000 sec): 3 clusters
  Score: Raw -38294704.255930 + Penalty 6181.944757 = -38288522.311173
  nChanged 222
		SP:Iteration 51Q (2522.200000 sec): 3 clusters
  Score: Raw -38294789.491488 + Penalty 6181.944757 = -38288607.546732
  nChanged 187
		SP:Iteration 52Q (2522.900000 sec): 3 clusters
  Score: Raw -38294861.178228 + Penalty 6181.944757 = -38288679.233472
  nChanged 148
		SP:Iteration 53Q (2523.630000 sec): 3 clusters
  Score: Raw -38294913.594651 + Penalty 6181.944757 = -38288731.649894
  nChanged 117
		SP:Iteration 54Q (2524.350000 sec): 3 clusters
  Score: Raw -38294954.906402 + Penalty 6181.944757 = -38288772.961645
  nChanged 121
		SP:Iteration 55Q (2525.070000 sec): 3 clusters
  Score: Raw -38295000.198658 + Penalty 6181.944757 = -38288818.253902
  nChanged 102
		SP:Iteration 56Q (2525.790000 sec): 3 clusters
  Score: Raw -38295039.543598 + Penalty 6181.944757 = -38288857.598841
  nChanged 93
		SP:Iteration 57Q (2526.510000 sec): 3 clusters
  Score: Raw -38295073.424493 + Penalty 6181.944757 = -38288891.479736
  nChanged 74
		SP:Iteration 58Q (2527.230000 sec): 3 clusters
  Score: Raw -38295100.077896 + Penalty 6181.944757 = -38288918.133139
  nChanged 66
		SP:Iteration 59Q (2527.960000 sec): 3 clusters
  Score: Raw -38295129.382208 + Penalty 6181.944757 = -38288947.437451
  nChanged 65
		SP:Iteration 60F (2528.910000 sec): 3 clusters
  Score: Raw -38295155.045999 + Penalty 6181.944757 = -38288973.101243
  nChanged 54
		SP:Iteration 61Q (2529.580000 sec): 3 clusters
  Score: Raw -38295174.092385 + Penalty 6181.944757 = -38288992.147628
  nChanged 50
		SP:Iteration 62Q (2530.250000 sec): 3 clusters
  Score: Raw -38295190.254272 + Penalty 6181.944757 = -38289008.309515
  nChanged 41
		SP:Iteration 63Q (2530.920000 sec): 3 clusters
  Score: Raw -38295206.498874 + Penalty 6181.944757 = -38289024.554117
  nChanged 34
		SP:Iteration 64Q (2531.590000 sec): 3 clusters
  Score: Raw -38295218.317924 + Penalty 6181.944757 = -38289036.373167
  nChanged 26
		SP:Iteration 65Q (2532.250000 sec): 3 clusters
  Score: Raw -38295226.649995 + Penalty 6181.944757 = -38289044.705238
  nChanged 31
		SP:Iteration 66Q (2532.920000 sec): 3 clusters
  Score: Raw -38295237.443135 + Penalty 6181.944757 = -38289055.498378
  nChanged 30
		SP:Iteration 67Q (2533.590000 sec): 3 clusters
  Score: Raw -38295248.373235 + Penalty 6181.944757 = -38289066.428478
  nChanged 28
		SP:Iteration 68Q (2534.250000 sec): 3 clusters
  Score: Raw -38295257.800990 + Penalty 6181.944757 = -38289075.856234
  nChanged 25
		SP:Iteration 69Q (2534.920000 sec): 3 clusters
  Score: Raw -38295265.876499 + Penalty 6181.944757 = -38289083.931743
  nChanged 23
		SP:Iteration 70Q (2535.590000 sec): 3 clusters
  Score: Raw -38295272.854538 + Penalty 6181.944757 = -38289090.909782
  nChanged 19
		SP:Iteration 71Q (2536.260000 sec): 3 clusters
  Score: Raw -38295281.037926 + Penalty 6181.944757 = -38289099.093170
  nChanged 18
		SP:Iteration 72Q (2536.930000 sec): 3 clusters
  Score: Raw -38295287.907751 + Penalty 6181.944757 = -38289105.962995
  nChanged 8
		SP:Iteration 73Q (2537.600000 sec): 3 clusters
  Score: Raw -38295290.850546 + Penalty 6181.944757 = -38289108.905789
  nChanged 6
		SP:Iteration 74Q (2538.260000 sec): 3 clusters
  Score: Raw -38295292.899049 + Penalty 6181.944757 = -38289110.954293
  nChanged 4
		SP:Iteration 75Q (2538.930000 sec): 3 clusters
  Score: Raw -38295294.318680 + Penalty 6181.944757 = -38289112.373923
  nChanged 3
		SP:Iteration 76Q (2539.590000 sec): 3 clusters
  Score: Raw -38295295.187381 + Penalty 6181.944757 = -38289113.242624
  nChanged 0
		SP:Iteration 77F (2540.540000 sec): 3 clusters
  Score: Raw -38295295.187381 + Penalty 6181.944757 = -38289113.242624
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2540.640000 sec): 2 clusters
  Score: Raw -64181.902047 + Penalty 1533.668925 = -62648.233122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2540.650000 sec): 3 clusters
  Score: Raw -64197.048407 + Penalty 3067.337850 = -61129.710557
  nChanged 90
		SP:Iteration 1F (2540.650000 sec): 3 clusters
  Score: Raw -64407.119896 + Penalty 3067.337850 = -61339.782046
  nChanged 29
		SP:Iteration 2F (2540.650000 sec): 3 clusters
  Score: Raw -64534.082955 + Penalty 3067.337850 = -61466.745106
  nChanged 21
		SP:Iteration 3Q (2540.650000 sec): 3 clusters
  Score: Raw -64617.488174 + Penalty 3067.337850 = -61550.150324
  nChanged 13
		SP:Iteration 4Q (2540.650000 sec): 3 clusters
  Score: Raw -64666.148884 + Penalty 3067.337850 = -61598.811034
  nChanged 8
		SP:Iteration 5Q (2540.660000 sec): 3 clusters
  Score: Raw -64731.553324 + Penalty 3067.337850 = -61664.215474
  nChanged 12
		SP:Iteration 6Q (2540.660000 sec): 3 clusters
  Score: Raw -64781.593651 + Penalty 3067.337850 = -61714.255801
  nChanged 9
		SP:Iteration 7Q (2540.660000 sec): 3 clusters
  Score: Raw -64811.934758 + Penalty 3067.337850 = -61744.596908
  nChanged 7
		SP:Iteration 8Q (2540.660000 sec): 3 clusters
  Score: Raw -64833.935212 + Penalty 3067.337850 = -61766.597362
  nChanged 6
		SP:Iteration 9Q (2540.660000 sec): 3 clusters
  Score: Raw -64847.091803 + Penalty 3067.337850 = -61779.753953
  nChanged 4
		SP:Iteration 10Q (2540.660000 sec): 3 clusters
  Score: Raw -64858.392177 + Penalty 3067.337850 = -61791.054327
  nChanged 5
		SP:Iteration 11Q (2540.660000 sec): 3 clusters
  Score: Raw -64878.434370 + Penalty 3067.337850 = -61811.096520
  nChanged 2
		SP:Iteration 12Q (2540.670000 sec): 3 clusters
  Score: Raw -64883.393551 + Penalty 3067.337850 = -61816.055701
  nChanged 0
		SP:Iteration 13F (2540.670000 sec): 3 clusters
  Score: Raw -64883.393551 + Penalty 3067.337850 = -61816.055701
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (7490 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2540.700000 sec): 2 clusters
  Score: Raw -1075610.939530 + Penalty 2212.488371 = -1073398.451159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2540.720000 sec): 3 clusters
  Score: Raw -1071750.462127 + Penalty 4424.976742 = -1067325.485385
  nChanged 3003
		SP:Iteration 1F (2540.750000 sec): 3 clusters
  Score: Raw -1073411.133473 + Penalty 4424.976742 = -1068986.156732
  nChanged 542
		SP:Iteration 2F (2540.780000 sec): 3 clusters
  Score: Raw -1073712.242606 + Penalty 4424.976742 = -1069287.265864
  nChanged 427
		SP:Iteration 3F (2540.800000 sec): 3 clusters
  Score: Raw -1073942.477076 + Penalty 4424.976742 = -1069517.500334
  nChanged 315
		SP:Iteration 4Q (2540.830000 sec): 3 clusters
  Score: Raw -1074102.851171 + Penalty 4424.976742 = -1069677.874429
  nChanged 262
		SP:Iteration 5Q (2540.860000 sec): 3 clusters
  Score: Raw -1074228.732860 + Penalty 4424.976742 = -1069803.756118
  nChanged 235
		SP:Iteration 6Q (2540.880000 sec): 3 clusters
  Score: Raw -1074352.684275 + Penalty 4424.976742 = -1069927.707533
  nChanged 232
		SP:Iteration 7Q (2540.910000 sec): 3 clusters
  Score: Raw -1074479.931672 + Penalty 4424.976742 = -1070054.954930
  nChanged 221
		SP:Iteration 8Q (2540.940000 sec): 3 clusters
  Score: Raw -1074595.876888 + Penalty 4424.976742 = -1070170.900146
  nChanged 200
		SP:Iteration 9Q (2540.970000 sec): 3 clusters
  Score: Raw -1074722.740845 + Penalty 4424.976742 = -1070297.764103
  nChanged 193
		SP:Iteration 10Q (2541.000000 sec): 3 clusters
  Score: Raw -1074850.696242 + Penalty 4424.976742 = -1070425.719500
  nChanged 205
		SP:Iteration 11Q (2541.020000 sec): 3 clusters
  Score: Raw -1074983.992798 + Penalty 4424.976742 = -1070559.016056
  nChanged 182
		SP:Iteration 12Q (2541.050000 sec): 3 clusters
  Score: Raw -1075100.757508 + Penalty 4424.976742 = -1070675.780766
  nChanged 192
		SP:Iteration 13Q (2541.070000 sec): 3 clusters
  Score: Raw -1075213.781634 + Penalty 4424.976742 = -1070788.804892
  nChanged 166
		SP:Iteration 14Q (2541.100000 sec): 3 clusters
  Score: Raw -1075323.797496 + Penalty 4424.976742 = -1070898.820754
  nChanged 141
		SP:Iteration 15Q (2541.120000 sec): 3 clusters
  Score: Raw -1075425.767193 + Penalty 4424.976742 = -1071000.790451
  nChanged 140
		SP:Iteration 16Q (2541.150000 sec): 3 clusters
  Score: Raw -1075515.354806 + Penalty 4424.976742 = -1071090.378064
  nChanged 144
		SP:Iteration 17Q (2541.180000 sec): 3 clusters
  Score: Raw -1075609.750206 + Penalty 4424.976742 = -1071184.773464
  nChanged 113
		SP:Iteration 18Q (2541.200000 sec): 3 clusters
  Score: Raw -1075683.940433 + Penalty 4424.976742 = -1071258.963691
  nChanged 113
		SP:Iteration 19Q (2541.220000 sec): 3 clusters
  Score: Raw -1075763.091437 + Penalty 4424.976742 = -1071338.114695
  nChanged 94
		SP:Iteration 20F (2541.250000 sec): 3 clusters
  Score: Raw -1075827.360179 + Penalty 4424.976742 = -1071402.383437
  nChanged 73
		SP:Iteration 21Q (2541.280000 sec): 3 clusters
  Score: Raw -1075870.405305 + Penalty 4424.976742 = -1071445.428563
  nChanged 59
		SP:Iteration 22Q (2541.300000 sec): 3 clusters
  Score: Raw -1075913.424821 + Penalty 4424.976742 = -1071488.448079
  nChanged 72
		SP:Iteration 23Q (2541.320000 sec): 3 clusters
  Score: Raw -1075964.438420 + Penalty 4424.976742 = -1071539.461678
  nChanged 55
		SP:Iteration 24Q (2541.350000 sec): 3 clusters
  Score: Raw -1075993.692772 + Penalty 4424.976742 = -1071568.716030
  nChanged 50
		SP:Iteration 25Q (2541.370000 sec): 3 clusters
  Score: Raw -1076029.926301 + Penalty 4424.976742 = -1071604.949560
  nChanged 46
		SP:Iteration 26Q (2541.390000 sec): 3 clusters
  Score: Raw -1076064.084310 + Penalty 4424.976742 = -1071639.107568
  nChanged 39
		SP:Iteration 27Q (2541.420000 sec): 3 clusters
  Score: Raw -1076097.053937 + Penalty 4424.976742 = -1071672.077195
  nChanged 39
		SP:Iteration 28Q (2541.440000 sec): 3 clusters
  Score: Raw -1076126.942379 + Penalty 4424.976742 = -1071701.965637
  nChanged 35
		SP:Iteration 29Q (2541.460000 sec): 3 clusters
  Score: Raw -1076152.019793 + Penalty 4424.976742 = -1071727.043051
  nChanged 27
		SP:Iteration 30Q (2541.480000 sec): 3 clusters
  Score: Raw -1076169.466709 + Penalty 4424.976742 = -1071744.489967
  nChanged 23
		SP:Iteration 31Q (2541.500000 sec): 3 clusters
  Score: Raw -1076183.507614 + Penalty 4424.976742 = -1071758.530872
  nChanged 16
		SP:Iteration 32Q (2541.520000 sec): 3 clusters
  Score: Raw -1076193.576003 + Penalty 4424.976742 = -1071768.599261
  nChanged 14
		SP:Iteration 33Q (2541.550000 sec): 3 clusters
  Score: Raw -1076209.073701 + Penalty 4424.976742 = -1071784.096959
  nChanged 21
		SP:Iteration 34Q (2541.570000 sec): 3 clusters
  Score: Raw -1076226.182315 + Penalty 4424.976742 = -1071801.205573
  nChanged 14
		SP:Iteration 35Q (2541.590000 sec): 3 clusters
  Score: Raw -1076235.893280 + Penalty 4424.976742 = -1071810.916538
  nChanged 11
		SP:Iteration 36Q (2541.610000 sec): 3 clusters
  Score: Raw -1076241.881229 + Penalty 4424.976742 = -1071816.904487
  nChanged 10
		SP:Iteration 37Q (2541.630000 sec): 3 clusters
  Score: Raw -1076248.099464 + Penalty 4424.976742 = -1071823.122722
  nChanged 14
		SP:Iteration 38Q (2541.660000 sec): 3 clusters
  Score: Raw -1076256.586483 + Penalty 4424.976742 = -1071831.609741
  nChanged 4
		SP:Iteration 39Q (2541.680000 sec): 3 clusters
  Score: Raw -1076259.244449 + Penalty 4424.976742 = -1071834.267707
  nChanged 5
		SP:Iteration 40F (2541.700000 sec): 3 clusters
  Score: Raw -1076262.429285 + Penalty 4424.976742 = -1071837.452543
  nChanged 5
		SP:Iteration 41Q (2541.720000 sec): 3 clusters
  Score: Raw -1076264.419646 + Penalty 4424.976742 = -1071839.442904
  nChanged 2
		SP:Iteration 42Q (2541.750000 sec): 3 clusters
  Score: Raw -1076265.733670 + Penalty 4424.976742 = -1071840.756928
  nChanged 0
		SP:Iteration 43F (2541.770000 sec): 3 clusters
  Score: Raw -1076265.733670 + Penalty 4424.976742 = -1071840.756928
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2541.780000 sec): 2 clusters
  Score: Raw -44434.578259 + Penalty 1441.904372 = -42992.673887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2541.780000 sec): 3 clusters
  Score: Raw -44612.963636 + Penalty 2883.808744 = -41729.154892
  nChanged 53
		SP:Iteration 1F (2541.780000 sec): 3 clusters
  Score: Raw -44836.449690 + Penalty 2883.808744 = -41952.640946
  nChanged 17
		SP:Iteration 2F (2541.780000 sec): 3 clusters
  Score: Raw -44905.273484 + Penalty 2883.808744 = -42021.464740
  nChanged 7
		SP:Iteration 3Q (2541.780000 sec): 3 clusters
  Score: Raw -44931.177552 + Penalty 2883.808744 = -42047.368808
  nChanged 6
		SP:Iteration 4Q (2541.780000 sec): 3 clusters
  Score: Raw -44964.541965 + Penalty 2883.808744 = -42080.733221
  nChanged 5
		SP:Iteration 5Q (2541.790000 sec): 3 clusters
  Score: Raw -44986.632943 + Penalty 2883.808744 = -42102.824199
  nChanged 5
		SP:Iteration 6Q (2541.790000 sec): 3 clusters
  Score: Raw -45007.358051 + Penalty 2883.808744 = -42123.549307
  nChanged 2
		SP:Iteration 7Q (2541.790000 sec): 3 clusters
  Score: Raw -45018.303287 + Penalty 2883.808744 = -42134.494543
  nChanged 1
		SP:Iteration 8Q (2541.790000 sec): 3 clusters
  Score: Raw -45022.399891 + Penalty 2883.808744 = -42138.591148
  nChanged 0
		SP:Iteration 9F (2541.790000 sec): 3 clusters
  Score: Raw -45022.399891 + Penalty 2883.808744 = -42138.591148
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2541.800000 sec): 2 clusters
  Score: Raw -280746.321684 + Penalty 1887.491492 = -278858.830192
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2541.810000 sec): 3 clusters
  Score: Raw -280130.144484 + Penalty 3774.982984 = -276355.161500
  nChanged 649
		SP:Iteration 1F (2541.820000 sec): 3 clusters
  Score: Raw -280816.352250 + Penalty 3774.982984 = -277041.369266
  nChanged 204
		SP:Iteration 2F (2541.820000 sec): 3 clusters
  Score: Raw -281292.210143 + Penalty 3774.982984 = -277517.227159
  nChanged 202
		SP:Iteration 3F (2541.830000 sec): 3 clusters
  Score: Raw -281754.188609 + Penalty 3774.982984 = -277979.205625
  nChanged 196
		SP:Iteration 4F (2541.840000 sec): 3 clusters
  Score: Raw -282065.433505 + Penalty 3774.982984 = -278290.450520
  nChanged 142
		SP:Iteration 5F (2541.840000 sec): 3 clusters
  Score: Raw -282254.565925 + Penalty 3774.982984 = -278479.582941
  nChanged 63
		SP:Iteration 6Q (2541.850000 sec): 3 clusters
  Score: Raw -282339.382090 + Penalty 3774.982984 = -278564.399106
  nChanged 39
		SP:Iteration 7Q (2541.860000 sec): 3 clusters
  Score: Raw -282398.053094 + Penalty 3774.982984 = -278623.070110
  nChanged 34
		SP:Iteration 8Q (2541.860000 sec): 3 clusters
  Score: Raw -282452.842416 + Penalty 3774.982984 = -278677.859432
  nChanged 23
		SP:Iteration 9Q (2541.870000 sec): 3 clusters
  Score: Raw -282487.871886 + Penalty 3774.982984 = -278712.888902
  nChanged 14
		SP:Iteration 10Q (2541.880000 sec): 3 clusters
  Score: Raw -282512.592503 + Penalty 3774.982984 = -278737.609519
  nChanged 8
		SP:Iteration 11Q (2541.880000 sec): 3 clusters
  Score: Raw -282524.988985 + Penalty 3774.982984 = -278750.006001
  nChanged 5
		SP:Iteration 12Q (2541.890000 sec): 3 clusters
  Score: Raw -282535.049931 + Penalty 3774.982984 = -278760.066947
  nChanged 3
		SP:Iteration 13Q (2541.900000 sec): 3 clusters
  Score: Raw -282540.562445 + Penalty 3774.982984 = -278765.579461
  nChanged 2
		SP:Iteration 14Q (2541.900000 sec): 3 clusters
  Score: Raw -282543.237617 + Penalty 3774.982984 = -278768.254633
  nChanged 1
		SP:Iteration 15Q (2541.910000 sec): 3 clusters
  Score: Raw -282544.547855 + Penalty 3774.982984 = -278769.564871
  nChanged 0
		SP:Iteration 16F (2541.920000 sec): 3 clusters
  Score: Raw -282544.547855 + Penalty 3774.982984 = -278769.564871
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (20342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2541.990000 sec): 2 clusters
  Score: Raw -2855495.950845 + Penalty 2460.269862 = -2853035.680983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2542.070000 sec): 3 clusters
  Score: Raw -2843678.963396 + Penalty 4920.539725 = -2838758.423671
  nChanged 9010
		SP:Iteration 1F (2542.140000 sec): 3 clusters
  Score: Raw -2848489.989086 + Penalty 4920.539725 = -2843569.449361
  nChanged 1029
		SP:Iteration 2F (2542.220000 sec): 3 clusters
  Score: Raw -2848867.502831 + Penalty 4920.539725 = -2843946.963107
  nChanged 933
		SP:Iteration 3Q (2542.290000 sec): 3 clusters
  Score: Raw -2849223.190317 + Penalty 4920.539725 = -2844302.650593
  nChanged 872
		SP:Iteration 4Q (2542.370000 sec): 3 clusters
  Score: Raw -2849576.098568 + Penalty 4920.539725 = -2844655.558843
  nChanged 833
		SP:Iteration 5Q (2542.440000 sec): 3 clusters
  Score: Raw -2849930.979034 + Penalty 4920.539725 = -2845010.439309
  nChanged 797
		SP:Iteration 6Q (2542.520000 sec): 3 clusters
  Score: Raw -2850292.030842 + Penalty 4920.539725 = -2845371.491118
  nChanged 792
		SP:Iteration 7Q (2542.600000 sec): 3 clusters
  Score: Raw -2850674.056066 + Penalty 4920.539725 = -2845753.516341
  nChanged 857
		SP:Iteration 8Q (2542.670000 sec): 3 clusters
  Score: Raw -2851145.238359 + Penalty 4920.539725 = -2846224.698635
  nChanged 855
		SP:Iteration 9Q (2542.750000 sec): 3 clusters
  Score: Raw -2851673.952961 + Penalty 4920.539725 = -2846753.413236
  nChanged 937
		SP:Iteration 10Q (2542.820000 sec): 3 clusters
  Score: Raw -2852317.746297 + Penalty 4920.539725 = -2847397.206573
  nChanged 947
		SP:Iteration 11Q (2542.900000 sec): 3 clusters
  Score: Raw -2852984.359046 + Penalty 4920.539725 = -2848063.819322
  nChanged 838
		SP:Iteration 12Q (2542.970000 sec): 3 clusters
  Score: Raw -2853602.247741 + Penalty 4920.539725 = -2848681.708016
  nChanged 784
		SP:Iteration 13Q (2543.040000 sec): 3 clusters
  Score: Raw -2854231.927658 + Penalty 4920.539725 = -2849311.387934
  nChanged 633
		SP:Iteration 14Q (2543.110000 sec): 3 clusters
  Score: Raw -2854704.665372 + Penalty 4920.539725 = -2849784.125647
  nChanged 486
		SP:Iteration 15Q (2543.180000 sec): 3 clusters
  Score: Raw -2855017.745347 + Penalty 4920.539725 = -2850097.205623
  nChanged 383
		SP:Iteration 16Q (2543.240000 sec): 3 clusters
  Score: Raw -2855234.640137 + Penalty 4920.539725 = -2850314.100412
  nChanged 305
		SP:Iteration 17Q (2543.310000 sec): 3 clusters
  Score: Raw -2855408.776176 + Penalty 4920.539725 = -2850488.236452
  nChanged 244
		SP:Iteration 18Q (2543.370000 sec): 3 clusters
  Score: Raw -2855528.957094 + Penalty 4920.539725 = -2850608.417370
  nChanged 196
		SP:Iteration 19Q (2543.440000 sec): 3 clusters
  Score: Raw -2855616.235218 + Penalty 4920.539725 = -2850695.695493
  nChanged 164
		SP:Iteration 20F (2543.510000 sec): 3 clusters
  Score: Raw -2855687.751607 + Penalty 4920.539725 = -2850767.211882
  nChanged 146
		SP:Iteration 21Q (2543.570000 sec): 3 clusters
  Score: Raw -2855748.927126 + Penalty 4920.539725 = -2850828.387402
  nChanged 135
		SP:Iteration 22Q (2543.630000 sec): 3 clusters
  Score: Raw -2855800.164776 + Penalty 4920.539725 = -2850879.625051
  nChanged 103
		SP:Iteration 23Q (2543.700000 sec): 3 clusters
  Score: Raw -2855843.019903 + Penalty 4920.539725 = -2850922.480178
  nChanged 99
		SP:Iteration 24Q (2543.760000 sec): 3 clusters
  Score: Raw -2855876.569103 + Penalty 4920.539725 = -2850956.029378
  nChanged 68
		SP:Iteration 25Q (2543.820000 sec): 3 clusters
  Score: Raw -2855900.765801 + Penalty 4920.539725 = -2850980.226076
  nChanged 59
		SP:Iteration 26Q (2543.880000 sec): 3 clusters
  Score: Raw -2855923.375305 + Penalty 4920.539725 = -2851002.835581
  nChanged 57
		SP:Iteration 27Q (2543.940000 sec): 3 clusters
  Score: Raw -2855942.396824 + Penalty 4920.539725 = -2851021.857100
  nChanged 56
		SP:Iteration 28Q (2544.000000 sec): 3 clusters
  Score: Raw -2855961.525245 + Penalty 4920.539725 = -2851040.985520
  nChanged 66
		SP:Iteration 29Q (2544.060000 sec): 3 clusters
  Score: Raw -2855985.139724 + Penalty 4920.539725 = -2851064.600000
  nChanged 59
		SP:Iteration 30Q (2544.120000 sec): 3 clusters
  Score: Raw -2856001.773144 + Penalty 4920.539725 = -2851081.233419
  nChanged 39
		SP:Iteration 31Q (2544.180000 sec): 3 clusters
  Score: Raw -2856012.236054 + Penalty 4920.539725 = -2851091.696329
  nChanged 33
		SP:Iteration 32Q (2544.240000 sec): 3 clusters
  Score: Raw -2856019.646566 + Penalty 4920.539725 = -2851099.106842
  nChanged 19
		SP:Iteration 33Q (2544.300000 sec): 3 clusters
  Score: Raw -2856025.267123 + Penalty 4920.539725 = -2851104.727399
  nChanged 24
		SP:Iteration 34Q (2544.360000 sec): 3 clusters
  Score: Raw -2856031.175057 + Penalty 4920.539725 = -2851110.635332
  nChanged 23
		SP:Iteration 35Q (2544.420000 sec): 3 clusters
  Score: Raw -2856038.529077 + Penalty 4920.539725 = -2851117.989353
  nChanged 25
		SP:Iteration 36Q (2544.480000 sec): 3 clusters
  Score: Raw -2856045.788017 + Penalty 4920.539725 = -2851125.248292
  nChanged 26
		SP:Iteration 37Q (2544.540000 sec): 3 clusters
  Score: Raw -2856052.538299 + Penalty 4920.539725 = -2851131.998574
  nChanged 17
		SP:Iteration 38Q (2544.600000 sec): 3 clusters
  Score: Raw -2856058.057719 + Penalty 4920.539725 = -2851137.517994
  nChanged 23
		SP:Iteration 39Q (2544.660000 sec): 3 clusters
  Score: Raw -2856064.562795 + Penalty 4920.539725 = -2851144.023071
  nChanged 21
		SP:Iteration 40F (2544.730000 sec): 3 clusters
  Score: Raw -2856070.918628 + Penalty 4920.539725 = -2851150.378903
  nChanged 19
		SP:Iteration 41Q (2544.790000 sec): 3 clusters
  Score: Raw -2856074.844899 + Penalty 4920.539725 = -2851154.305174
  nChanged 14
		SP:Iteration 42Q (2544.850000 sec): 3 clusters
  Score: Raw -2856078.054471 + Penalty 4920.539725 = -2851157.514747
  nChanged 10
		SP:Iteration 43Q (2544.910000 sec): 3 clusters
  Score: Raw -2856080.636657 + Penalty 4920.539725 = -2851160.096932
  nChanged 12
		SP:Iteration 44Q (2544.970000 sec): 3 clusters
  Score: Raw -2856084.017043 + Penalty 4920.539725 = -2851163.477318
  nChanged 12
		SP:Iteration 45Q (2545.030000 sec): 3 clusters
  Score: Raw -2856087.162325 + Penalty 4920.539725 = -2851166.622600
  nChanged 12
		SP:Iteration 46Q (2545.080000 sec): 3 clusters
  Score: Raw -2856089.783334 + Penalty 4920.539725 = -2851169.243610
  nChanged 9
		SP:Iteration 47Q (2545.140000 sec): 3 clusters
  Score: Raw -2856091.794490 + Penalty 4920.539725 = -2851171.254765
  nChanged 7
		SP:Iteration 48Q (2545.200000 sec): 3 clusters
  Score: Raw -2856094.046709 + Penalty 4920.539725 = -2851173.506984
  nChanged 8
		SP:Iteration 49Q (2545.260000 sec): 3 clusters
  Score: Raw -2856096.066681 + Penalty 4920.539725 = -2851175.526956
  nChanged 7
		SP:Iteration 50Q (2545.320000 sec): 3 clusters
  Score: Raw -2856098.079820 + Penalty 4920.539725 = -2851177.540095
  nChanged 6
		SP:Iteration 51Q (2545.380000 sec): 3 clusters
  Score: Raw -2856099.758852 + Penalty 4920.539725 = -2851179.219127
  nChanged 6
		SP:Iteration 52Q (2545.440000 sec): 3 clusters
  Score: Raw -2856100.648574 + Penalty 4920.539725 = -2851180.108850
  nChanged 1
		SP:Iteration 53Q (2545.500000 sec): 3 clusters
  Score: Raw -2856100.814609 + Penalty 4920.539725 = -2851180.274885
  nChanged 0
		SP:Iteration 54F (2545.580000 sec): 3 clusters
  Score: Raw -2856100.814609 + Penalty 4920.539725 = -2851180.274885
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (42946 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2545.720000 sec): 2 clusters
  Score: Raw -6627377.884178 + Penalty 2645.589300 = -6624732.294878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2545.880000 sec): 3 clusters
  Score: Raw -6600913.734960 + Penalty 5291.178601 = -6595622.556359
  nChanged 19782
		SP:Iteration 1F (2546.050000 sec): 3 clusters
  Score: Raw -6611843.645698 + Penalty 5291.178601 = -6606552.467097
  nChanged 2066
		SP:Iteration 2Q (2546.220000 sec): 3 clusters
  Score: Raw -6612588.734603 + Penalty 5291.178601 = -6607297.556002
  nChanged 2188
		SP:Iteration 3F (2546.380000 sec): 3 clusters
  Score: Raw -6613617.246153 + Penalty 5291.178601 = -6608326.067552
  nChanged 2637
		SP:Iteration 4F (2546.540000 sec): 3 clusters
  Score: Raw -6615217.619952 + Penalty 5291.178601 = -6609926.441352
  nChanged 3172
		SP:Iteration 5F (2546.700000 sec): 3 clusters
  Score: Raw -6617596.543686 + Penalty 5291.178601 = -6612305.365085
  nChanged 3340
		SP:Iteration 6F (2546.860000 sec): 3 clusters
  Score: Raw -6620378.695609 + Penalty 5291.178601 = -6615087.517009
  nChanged 2923
		SP:Iteration 7F (2547.020000 sec): 3 clusters
  Score: Raw -6622842.261760 + Penalty 5291.178601 = -6617551.083160
  nChanged 2189
		SP:Iteration 8F (2547.190000 sec): 3 clusters
  Score: Raw -6624563.951350 + Penalty 5291.178601 = -6619272.772750
  nChanged 1489
		SP:Iteration 9Q (2547.360000 sec): 3 clusters
  Score: Raw -6625643.517054 + Penalty 5291.178601 = -6620352.338453
  nChanged 950
		SP:Iteration 10Q (2547.510000 sec): 3 clusters
  Score: Raw -6626281.464802 + Penalty 5291.178601 = -6620990.286201
  nChanged 622
		SP:Iteration 11Q (2547.660000 sec): 3 clusters
  Score: Raw -6626721.282611 + Penalty 5291.178601 = -6621430.104010
  nChanged 443
		SP:Iteration 12Q (2547.800000 sec): 3 clusters
  Score: Raw -6627106.191095 + Penalty 5291.178601 = -6621815.012495
  nChanged 298
		SP:Iteration 13Q (2547.940000 sec): 3 clusters
  Score: Raw -6627424.849959 + Penalty 5291.178601 = -6622133.671358
  nChanged 213
		SP:Iteration 14Q (2548.060000 sec): 3 clusters
  Score: Raw -6627603.859764 + Penalty 5291.178601 = -6622312.681164
  nChanged 177
		SP:Iteration 15Q (2548.190000 sec): 3 clusters
  Score: Raw -6627704.338975 + Penalty 5291.178601 = -6622413.160374
  nChanged 137
		SP:Iteration 16Q (2548.310000 sec): 3 clusters
  Score: Raw -6627762.761272 + Penalty 5291.178601 = -6622471.582672
  nChanged 89
		SP:Iteration 17Q (2548.440000 sec): 3 clusters
  Score: Raw -6627800.750327 + Penalty 5291.178601 = -6622509.571726
  nChanged 84
		SP:Iteration 18Q (2548.560000 sec): 3 clusters
  Score: Raw -6627837.915075 + Penalty 5291.178601 = -6622546.736474
  nChanged 73
		SP:Iteration 19Q (2548.680000 sec): 3 clusters
  Score: Raw -6627869.394717 + Penalty 5291.178601 = -6622578.216116
  nChanged 73
		SP:Iteration 20F (2548.840000 sec): 3 clusters
  Score: Raw -6627905.162996 + Penalty 5291.178601 = -6622613.984395
  nChanged 66
		SP:Iteration 21Q (2548.960000 sec): 3 clusters
  Score: Raw -6627929.189901 + Penalty 5291.178601 = -6622638.011300
  nChanged 52
		SP:Iteration 22Q (2549.080000 sec): 3 clusters
  Score: Raw -6627944.687983 + Penalty 5291.178601 = -6622653.509382
  nChanged 42
		SP:Iteration 23Q (2549.190000 sec): 3 clusters
  Score: Raw -6627958.687205 + Penalty 5291.178601 = -6622667.508604
  nChanged 37
		SP:Iteration 24Q (2549.310000 sec): 3 clusters
  Score: Raw -6627970.856772 + Penalty 5291.178601 = -6622679.678172
  nChanged 38
		SP:Iteration 25Q (2549.430000 sec): 3 clusters
  Score: Raw -6627985.196282 + Penalty 5291.178601 = -6622694.017682
  nChanged 39
		SP:Iteration 26Q (2549.540000 sec): 3 clusters
  Score: Raw -6627997.936214 + Penalty 5291.178601 = -6622706.757613
  nChanged 36
		SP:Iteration 27Q (2549.660000 sec): 3 clusters
  Score: Raw -6628008.689562 + Penalty 5291.178601 = -6622717.510962
  nChanged 23
		SP:Iteration 28Q (2549.780000 sec): 3 clusters
  Score: Raw -6628014.907118 + Penalty 5291.178601 = -6622723.728518
  nChanged 22
		SP:Iteration 29Q (2549.890000 sec): 3 clusters
  Score: Raw -6628021.113320 + Penalty 5291.178601 = -6622729.934719
  nChanged 23
		SP:Iteration 30Q (2550.010000 sec): 3 clusters
  Score: Raw -6628027.150645 + Penalty 5291.178601 = -6622735.972044
  nChanged 19
		SP:Iteration 31Q (2550.120000 sec): 3 clusters
  Score: Raw -6628032.190596 + Penalty 5291.178601 = -6622741.011995
  nChanged 12
		SP:Iteration 32Q (2550.240000 sec): 3 clusters
  Score: Raw -6628034.579049 + Penalty 5291.178601 = -6622743.400449
  nChanged 8
		SP:Iteration 33Q (2550.360000 sec): 3 clusters
  Score: Raw -6628036.735825 + Penalty 5291.178601 = -6622745.557225
  nChanged 10
		SP:Iteration 34Q (2550.480000 sec): 3 clusters
  Score: Raw -6628039.011975 + Penalty 5291.178601 = -6622747.833375
  nChanged 9
		SP:Iteration 35Q (2550.600000 sec): 3 clusters
  Score: Raw -6628041.248165 + Penalty 5291.178601 = -6622750.069564
  nChanged 11
		SP:Iteration 36Q (2550.710000 sec): 3 clusters
  Score: Raw -6628043.621048 + Penalty 5291.178601 = -6622752.442447
  nChanged 12
		SP:Iteration 37Q (2550.830000 sec): 3 clusters
  Score: Raw -6628046.213621 + Penalty 5291.178601 = -6622755.035021
  nChanged 9
		SP:Iteration 38Q (2550.950000 sec): 3 clusters
  Score: Raw -6628048.396963 + Penalty 5291.178601 = -6622757.218362
  nChanged 7
		SP:Iteration 39Q (2551.060000 sec): 3 clusters
  Score: Raw -6628049.779584 + Penalty 5291.178601 = -6622758.600983
  nChanged 4
		SP:Iteration 40F (2551.220000 sec): 3 clusters
  Score: Raw -6628050.732138 + Penalty 5291.178601 = -6622759.553537
  nChanged 5
		SP:Iteration 41Q (2551.340000 sec): 3 clusters
  Score: Raw -6628051.648487 + Penalty 5291.178601 = -6622760.469886
  nChanged 5
		SP:Iteration 42Q (2551.460000 sec): 3 clusters
  Score: Raw -6628052.870241 + Penalty 5291.178601 = -6622761.691640
  nChanged 4
		SP:Iteration 43Q (2551.580000 sec): 3 clusters
  Score: Raw -6628053.499619 + Penalty 5291.178601 = -6622762.321019
  nChanged 1
		SP:Iteration 44Q (2551.700000 sec): 3 clusters
  Score: Raw -6628053.529338 + Penalty 5291.178601 = -6622762.350737
  nChanged 0
		SP:Iteration 45F (2551.860000 sec): 3 clusters
  Score: Raw -6628053.529338 + Penalty 5291.178601 = -6622762.350737
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2552.240000 sec): 2 clusters
  Score: Raw -17415139.139412 + Penalty 2899.371242 = -17412239.768170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2552.700000 sec): 3 clusters
  Score: Raw -17338076.553326 + Penalty 5798.742483 = -17332277.810843
  nChanged 56904
		SP:Iteration 1F (2553.150000 sec): 3 clusters
  Score: Raw -17371284.064880 + Penalty 5798.742483 = -17365485.322397
  nChanged 4344
		SP:Iteration 2Q (2553.600000 sec): 3 clusters
  Score: Raw -17372626.339857 + Penalty 5798.742483 = -17366827.597374
  nChanged 4847
		SP:Iteration 3Q (2554.070000 sec): 3 clusters
  Score: Raw -17374472.313142 + Penalty 5798.742483 = -17368673.570658
  nChanged 5516
		SP:Iteration 4Q (2554.530000 sec): 3 clusters
  Score: Raw -17377029.226917 + Penalty 5798.742483 = -17371230.484434
  nChanged 6192
		SP:Iteration 5F (2554.980000 sec): 3 clusters
  Score: Raw -17380363.241329 + Penalty 5798.742483 = -17374564.498845
  nChanged 6757
		SP:Iteration 6F (2555.430000 sec): 3 clusters
  Score: Raw -17384455.075314 + Penalty 5798.742483 = -17378656.332831
  nChanged 7108
		SP:Iteration 7F (2555.880000 sec): 3 clusters
  Score: Raw -17388880.211635 + Penalty 5798.742483 = -17383081.469151
  nChanged 6742
		SP:Iteration 8F (2556.330000 sec): 3 clusters
  Score: Raw -17392873.489705 + Penalty 5798.742483 = -17387074.747222
  nChanged 6096
		SP:Iteration 9F (2556.780000 sec): 3 clusters
  Score: Raw -17396313.769922 + Penalty 5798.742483 = -17390515.027439
  nChanged 5290
		SP:Iteration 10Q (2557.220000 sec): 3 clusters
  Score: Raw -17399082.807971 + Penalty 5798.742483 = -17393284.065488
  nChanged 4365
		SP:Iteration 11Q (2557.650000 sec): 3 clusters
  Score: Raw -17401264.051775 + Penalty 5798.742483 = -17395465.309291
  nChanged 3575
		SP:Iteration 12Q (2558.090000 sec): 3 clusters
  Score: Raw -17402967.819977 + Penalty 5798.742483 = -17397169.077493
  nChanged 2965
		SP:Iteration 13Q (2558.520000 sec): 3 clusters
  Score: Raw -17404505.149486 + Penalty 5798.742483 = -17398706.407003
  nChanged 2682
		SP:Iteration 14Q (2558.940000 sec): 3 clusters
  Score: Raw -17405932.696609 + Penalty 5798.742483 = -17400133.954126
  nChanged 2601
		SP:Iteration 15Q (2559.360000 sec): 3 clusters
  Score: Raw -17407272.048687 + Penalty 5798.742483 = -17401473.306204
  nChanged 2488
		SP:Iteration 16Q (2559.780000 sec): 3 clusters
  Score: Raw -17408358.568274 + Penalty 5798.742483 = -17402559.825791
  nChanged 2383
		SP:Iteration 17Q (2560.200000 sec): 3 clusters
  Score: Raw -17409354.103175 + Penalty 5798.742483 = -17403555.360692
  nChanged 2208
		SP:Iteration 18Q (2560.610000 sec): 3 clusters
  Score: Raw -17410248.673501 + Penalty 5798.742483 = -17404449.931017
  nChanged 2006
		SP:Iteration 19Q (2561.030000 sec): 3 clusters
  Score: Raw -17411038.086562 + Penalty 5798.742483 = -17405239.344078
  nChanged 1830
		SP:Iteration 20F (2561.470000 sec): 3 clusters
  Score: Raw -17411785.700392 + Penalty 5798.742483 = -17405986.957908
  nChanged 1760
		SP:Iteration 21Q (2561.890000 sec): 3 clusters
  Score: Raw -17412526.187226 + Penalty 5798.742483 = -17406727.444742
  nChanged 1707
		SP:Iteration 22Q (2562.300000 sec): 3 clusters
  Score: Raw -17413215.235184 + Penalty 5798.742483 = -17407416.492701
  nChanged 1583
		SP:Iteration 23Q (2562.720000 sec): 3 clusters
  Score: Raw -17413816.215913 + Penalty 5798.742483 = -17408017.473429
  nChanged 1532
		SP:Iteration 24Q (2563.140000 sec): 3 clusters
  Score: Raw -17414341.441511 + Penalty 5798.742483 = -17408542.699028
  nChanged 1433
		SP:Iteration 25Q (2563.590000 sec): 3 clusters
  Score: Raw -17414800.634970 + Penalty 5798.742483 = -17409001.892486
  nChanged 1349
		SP:Iteration 26Q (2564.020000 sec): 3 clusters
  Score: Raw -17415189.583498 + Penalty 5798.742483 = -17409390.841015
  nChanged 1259
		SP:Iteration 27Q (2564.450000 sec): 3 clusters
  Score: Raw -17415505.175156 + Penalty 5798.742483 = -17409706.432673
  nChanged 1101
		SP:Iteration 28Q (2564.890000 sec): 3 clusters
  Score: Raw -17415743.998271 + Penalty 5798.742483 = -17409945.255787
  nChanged 939
		SP:Iteration 29Q (2565.310000 sec): 3 clusters
  Score: Raw -17415909.943398 + Penalty 5798.742483 = -17410111.200915
  nChanged 769
		SP:Iteration 30Q (2565.740000 sec): 3 clusters
  Score: Raw -17416024.883642 + Penalty 5798.742483 = -17410226.141159
  nChanged 701
		SP:Iteration 31Q (2566.170000 sec): 3 clusters
  Score: Raw -17416119.560686 + Penalty 5798.742483 = -17410320.818203
  nChanged 646
		SP:Iteration 32Q (2566.590000 sec): 3 clusters
  Score: Raw -17416200.606340 + Penalty 5798.742483 = -17410401.863857
  nChanged 627
		SP:Iteration 33Q (2567.030000 sec): 3 clusters
  Score: Raw -17416273.944570 + Penalty 5798.742483 = -17410475.202087
  nChanged 558
		SP:Iteration 34Q (2567.470000 sec): 3 clusters
  Score: Raw -17416332.588514 + Penalty 5798.742483 = -17410533.846030
  nChanged 500
		SP:Iteration 35Q (2567.900000 sec): 3 clusters
  Score: Raw -17416380.789719 + Penalty 5798.742483 = -17410582.047235
  nChanged 470
		SP:Iteration 36Q (2568.340000 sec): 3 clusters
  Score: Raw -17416422.310796 + Penalty 5798.742483 = -17410623.568313
  nChanged 413
		SP:Iteration 37Q (2568.770000 sec): 3 clusters
  Score: Raw -17416454.635552 + Penalty 5798.742483 = -17410655.893068
  nChanged 352
		SP:Iteration 38Q (2569.210000 sec): 3 clusters
  Score: Raw -17416479.066632 + Penalty 5798.742483 = -17410680.324148
  nChanged 273
		SP:Iteration 39Q (2569.650000 sec): 3 clusters
  Score: Raw -17416496.276435 + Penalty 5798.742483 = -17410697.533952
  nChanged 260
		SP:Iteration 40F (2570.130000 sec): 3 clusters
  Score: Raw -17416516.968610 + Penalty 5798.742483 = -17410718.226126
  nChanged 228
		SP:Iteration 41Q (2570.590000 sec): 3 clusters
  Score: Raw -17416529.831365 + Penalty 5798.742483 = -17410731.088882
  nChanged 201
		SP:Iteration 42Q (2571.050000 sec): 3 clusters
  Score: Raw -17416539.657135 + Penalty 5798.742483 = -17410740.914651
  nChanged 176
		SP:Iteration 43Q (2571.510000 sec): 3 clusters
  Score: Raw -17416546.991896 + Penalty 5798.742483 = -17410748.249413
  nChanged 130
		SP:Iteration 44Q (2571.970000 sec): 3 clusters
  Score: Raw -17416551.503228 + Penalty 5798.742483 = -17410752.760745
  nChanged 110
		SP:Iteration 45Q (2572.420000 sec): 3 clusters
  Score: Raw -17416555.152758 + Penalty 5798.742483 = -17410756.410275
  nChanged 86
		SP:Iteration 46Q (2572.880000 sec): 3 clusters
  Score: Raw -17416557.675508 + Penalty 5798.742483 = -17410758.933025
  nChanged 88
		SP:Iteration 47Q (2573.330000 sec): 3 clusters
  Score: Raw -17416560.140679 + Penalty 5798.742483 = -17410761.398196
  nChanged 80
		SP:Iteration 48Q (2573.790000 sec): 3 clusters
  Score: Raw -17416562.639107 + Penalty 5798.742483 = -17410763.896623
  nChanged 67
		SP:Iteration 49Q (2574.250000 sec): 3 clusters
  Score: Raw -17416564.656587 + Penalty 5798.742483 = -17410765.914104
  nChanged 60
		SP:Iteration 50Q (2574.690000 sec): 3 clusters
  Score: Raw -17416566.156315 + Penalty 5798.742483 = -17410767.413832
  nChanged 50
		SP:Iteration 51Q (2575.140000 sec): 3 clusters
  Score: Raw -17416567.242991 + Penalty 5798.742483 = -17410768.500507
  nChanged 47
		SP:Iteration 52Q (2575.580000 sec): 3 clusters
  Score: Raw -17416568.182856 + Penalty 5798.742483 = -17410769.440372
  nChanged 42
		SP:Iteration 53Q (2576.010000 sec): 3 clusters
  Score: Raw -17416568.990369 + Penalty 5798.742483 = -17410770.247885
  nChanged 45
		SP:Iteration 54Q (2576.450000 sec): 3 clusters
  Score: Raw -17416569.852148 + Penalty 5798.742483 = -17410771.109665
  nChanged 32
		SP:Iteration 55Q (2576.890000 sec): 3 clusters
  Score: Raw -17416570.404405 + Penalty 5798.742483 = -17410771.661921
  nChanged 23
		SP:Iteration 56Q (2577.330000 sec): 3 clusters
  Score: Raw -17416570.745845 + Penalty 5798.742483 = -17410772.003361
  nChanged 19
		SP:Iteration 57Q (2577.770000 sec): 3 clusters
  Score: Raw -17416570.977122 + Penalty 5798.742483 = -17410772.234639
  nChanged 10
		SP:Iteration 58Q (2578.220000 sec): 3 clusters
  Score: Raw -17416571.119291 + Penalty 5798.742483 = -17410772.376808
  nChanged 6
		SP:Iteration 59Q (2578.660000 sec): 3 clusters
  Score: Raw -17416571.246085 + Penalty 5798.742483 = -17410772.503602
  nChanged 8
		SP:Iteration 60F (2579.130000 sec): 3 clusters
  Score: Raw -17416571.398399 + Penalty 5798.742483 = -17410772.655916
  nChanged 9
		SP:Iteration 61Q (2579.570000 sec): 3 clusters
  Score: Raw -17416571.500629 + Penalty 5798.742483 = -17410772.758146
  nChanged 9
		SP:Iteration 62Q (2580.010000 sec): 3 clusters
  Score: Raw -17416571.594010 + Penalty 5798.742483 = -17410772.851527
  nChanged 7
		SP:Iteration 63Q (2580.450000 sec): 3 clusters
  Score: Raw -17416571.742018 + Penalty 5798.742483 = -17410772.999534
  nChanged 8
		SP:Iteration 64Q (2580.890000 sec): 3 clusters
  Score: Raw -17416571.860155 + Penalty 5798.742483 = -17410773.117672
  nChanged 6
		SP:Iteration 65Q (2581.330000 sec): 3 clusters
  Score: Raw -17416571.915282 + Penalty 5798.742483 = -17410773.172799
  nChanged 4
		SP:Iteration 66Q (2581.780000 sec): 3 clusters
  Score: Raw -17416571.955211 + Penalty 5798.742483 = -17410773.212728
  nChanged 5
		SP:Iteration 67Q (2582.220000 sec): 3 clusters
  Score: Raw -17416572.022831 + Penalty 5798.742483 = -17410773.280348
  nChanged 3
		SP:Iteration 68Q (2582.670000 sec): 3 clusters
  Score: Raw -17416572.039362 + Penalty 5798.742483 = -17410773.296878
  nChanged 1
		SP:Iteration 69Q (2583.100000 sec): 3 clusters
  Score: Raw -17416572.053074 + Penalty 5798.742483 = -17410773.310591
  nChanged 0
		SP:Iteration 70F (2583.570000 sec): 3 clusters
  Score: Raw -17416572.053074 + Penalty 5798.742483 = -17410773.310591
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11678 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2583.650000 sec): 2 clusters
  Score: Raw -1781473.905521 + Penalty 2322.634578 = -1779151.270943
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2583.700000 sec): 3 clusters
  Score: Raw -1775037.519122 + Penalty 4645.269156 = -1770392.249965
  nChanged 4849
		SP:Iteration 1F (2583.750000 sec): 3 clusters
  Score: Raw -1777627.392617 + Penalty 4645.269156 = -1772982.123460
  nChanged 672
		SP:Iteration 2F (2583.790000 sec): 3 clusters
  Score: Raw -1777903.166062 + Penalty 4645.269156 = -1773257.896906
  nChanged 547
		SP:Iteration 3Q (2583.840000 sec): 3 clusters
  Score: Raw -1778116.988361 + Penalty 4645.269156 = -1773471.719205
  nChanged 426
		SP:Iteration 4Q (2583.890000 sec): 3 clusters
  Score: Raw -1778282.932755 + Penalty 4645.269156 = -1773637.663599
  nChanged 372
		SP:Iteration 5Q (2583.940000 sec): 3 clusters
  Score: Raw -1778424.277025 + Penalty 4645.269156 = -1773779.007869
  nChanged 334
		SP:Iteration 6Q (2583.990000 sec): 3 clusters
  Score: Raw -1778540.236583 + Penalty 4645.269156 = -1773894.967426
  nChanged 296
		SP:Iteration 7Q (2584.030000 sec): 3 clusters
  Score: Raw -1778638.128887 + Penalty 4645.269156 = -1773992.859730
  nChanged 279
		SP:Iteration 8Q (2584.080000 sec): 3 clusters
  Score: Raw -1778731.494006 + Penalty 4645.269156 = -1774086.224850
  nChanged 263
		SP:Iteration 9Q (2584.130000 sec): 3 clusters
  Score: Raw -1778809.216759 + Penalty 4645.269156 = -1774163.947603
  nChanged 224
		SP:Iteration 10Q (2584.170000 sec): 3 clusters
  Score: Raw -1778876.289003 + Penalty 4645.269156 = -1774231.019847
  nChanged 214
		SP:Iteration 11Q (2584.220000 sec): 3 clusters
  Score: Raw -1778935.828280 + Penalty 4645.269156 = -1774290.559124
  nChanged 213
		SP:Iteration 12Q (2584.270000 sec): 3 clusters
  Score: Raw -1779000.266748 + Penalty 4645.269156 = -1774354.997591
  nChanged 184
		SP:Iteration 13Q (2584.320000 sec): 3 clusters
  Score: Raw -1779062.455601 + Penalty 4645.269156 = -1774417.186445
  nChanged 193
		SP:Iteration 14Q (2584.370000 sec): 3 clusters
  Score: Raw -1779121.110861 + Penalty 4645.269156 = -1774475.841705
  nChanged 190
		SP:Iteration 15Q (2584.420000 sec): 3 clusters
  Score: Raw -1779183.820157 + Penalty 4645.269156 = -1774538.551001
  nChanged 187
		SP:Iteration 16Q (2584.460000 sec): 3 clusters
  Score: Raw -1779243.659202 + Penalty 4645.269156 = -1774598.390046
  nChanged 194
		SP:Iteration 17Q (2584.510000 sec): 3 clusters
  Score: Raw -1779299.987032 + Penalty 4645.269156 = -1774654.717875
  nChanged 177
		SP:Iteration 18Q (2584.560000 sec): 3 clusters
  Score: Raw -1779351.173182 + Penalty 4645.269156 = -1774705.904025
  nChanged 170
		SP:Iteration 19Q (2584.600000 sec): 3 clusters
  Score: Raw -1779396.555735 + Penalty 4645.269156 = -1774751.286579
  nChanged 154
		SP:Iteration 20F (2584.650000 sec): 3 clusters
  Score: Raw -1779439.739005 + Penalty 4645.269156 = -1774794.469849
  nChanged 171
		SP:Iteration 21Q (2584.700000 sec): 3 clusters
  Score: Raw -1779488.263458 + Penalty 4645.269156 = -1774842.994301
  nChanged 178
		SP:Iteration 22Q (2584.750000 sec): 3 clusters
  Score: Raw -1779544.037702 + Penalty 4645.269156 = -1774898.768546
  nChanged 185
		SP:Iteration 23Q (2584.800000 sec): 3 clusters
  Score: Raw -1779603.218126 + Penalty 4645.269156 = -1774957.948969
  nChanged 175
		SP:Iteration 24Q (2584.850000 sec): 3 clusters
  Score: Raw -1779656.772029 + Penalty 4645.269156 = -1775011.502873
  nChanged 182
		SP:Iteration 25Q (2584.900000 sec): 3 clusters
  Score: Raw -1779716.925788 + Penalty 4645.269156 = -1775071.656632
  nChanged 179
		SP:Iteration 26Q (2584.940000 sec): 3 clusters
  Score: Raw -1779778.062711 + Penalty 4645.269156 = -1775132.793555
  nChanged 196
		SP:Iteration 27Q (2584.990000 sec): 3 clusters
  Score: Raw -1779848.760501 + Penalty 4645.269156 = -1775203.491345
  nChanged 214
		SP:Iteration 28Q (2585.040000 sec): 3 clusters
  Score: Raw -1779923.438633 + Penalty 4645.269156 = -1775278.169477
  nChanged 209
		SP:Iteration 29Q (2585.080000 sec): 3 clusters
  Score: Raw -1780003.570296 + Penalty 4645.269156 = -1775358.301140
  nChanged 218
		SP:Iteration 30Q (2585.130000 sec): 3 clusters
  Score: Raw -1780092.949074 + Penalty 4645.269156 = -1775447.679918
  nChanged 230
		SP:Iteration 31Q (2585.180000 sec): 3 clusters
  Score: Raw -1780185.520384 + Penalty 4645.269156 = -1775540.251227
  nChanged 242
		SP:Iteration 32Q (2585.220000 sec): 3 clusters
  Score: Raw -1780284.786316 + Penalty 4645.269156 = -1775639.517160
  nChanged 228
		SP:Iteration 33Q (2585.270000 sec): 3 clusters
  Score: Raw -1780386.088089 + Penalty 4645.269156 = -1775740.818933
  nChanged 250
		SP:Iteration 34Q (2585.310000 sec): 3 clusters
  Score: Raw -1780506.282598 + Penalty 4645.269156 = -1775861.013442
  nChanged 230
		SP:Iteration 35Q (2585.360000 sec): 3 clusters
  Score: Raw -1780614.626770 + Penalty 4645.269156 = -1775969.357613
  nChanged 195
		SP:Iteration 36Q (2585.400000 sec): 3 clusters
  Score: Raw -1780709.106674 + Penalty 4645.269156 = -1776063.837518
  nChanged 195
		SP:Iteration 37Q (2585.440000 sec): 3 clusters
  Score: Raw -1780809.892176 + Penalty 4645.269156 = -1776164.623020
  nChanged 202
		SP:Iteration 38Q (2585.490000 sec): 3 clusters
  Score: Raw -1780915.849075 + Penalty 4645.269156 = -1776270.579918
  nChanged 185
		SP:Iteration 39Q (2585.530000 sec): 3 clusters
  Score: Raw -1781012.295535 + Penalty 4645.269156 = -1776367.026378
  nChanged 175
		SP:Iteration 40F (2585.580000 sec): 3 clusters
  Score: Raw -1781104.684136 + Penalty 4645.269156 = -1776459.414980
  nChanged 160
		SP:Iteration 41Q (2585.620000 sec): 3 clusters
  Score: Raw -1781193.020329 + Penalty 4645.269156 = -1776547.751173
  nChanged 139
		SP:Iteration 42Q (2585.660000 sec): 3 clusters
  Score: Raw -1781274.927095 + Penalty 4645.269156 = -1776629.657938
  nChanged 122
		SP:Iteration 43Q (2585.700000 sec): 3 clusters
  Score: Raw -1781344.496866 + Penalty 4645.269156 = -1776699.227710
  nChanged 119
		SP:Iteration 44Q (2585.740000 sec): 3 clusters
  Score: Raw -1781411.962524 + Penalty 4645.269156 = -1776766.693368
  nChanged 93
		SP:Iteration 45Q (2585.770000 sec): 3 clusters
  Score: Raw -1781459.669280 + Penalty 4645.269156 = -1776814.400124
  nChanged 73
		SP:Iteration 46Q (2585.810000 sec): 3 clusters
  Score: Raw -1781501.969555 + Penalty 4645.269156 = -1776856.700399
  nChanged 52
		SP:Iteration 47Q (2585.850000 sec): 3 clusters
  Score: Raw -1781528.128938 + Penalty 4645.269156 = -1776882.859781
  nChanged 43
		SP:Iteration 48Q (2585.890000 sec): 3 clusters
  Score: Raw -1781549.467551 + Penalty 4645.269156 = -1776904.198395
  nChanged 47
		SP:Iteration 49Q (2585.920000 sec): 3 clusters
  Score: Raw -1781580.865960 + Penalty 4645.269156 = -1776935.596803
  nChanged 43
		SP:Iteration 50Q (2585.960000 sec): 3 clusters
  Score: Raw -1781608.331466 + Penalty 4645.269156 = -1776963.062309
  nChanged 39
		SP:Iteration 51Q (2586.000000 sec): 3 clusters
  Score: Raw -1781634.295420 + Penalty 4645.269156 = -1776989.026263
  nChanged 31
		SP:Iteration 52Q (2586.040000 sec): 3 clusters
  Score: Raw -1781651.498544 + Penalty 4645.269156 = -1777006.229387
  nChanged 25
		SP:Iteration 53Q (2586.070000 sec): 3 clusters
  Score: Raw -1781665.480699 + Penalty 4645.269156 = -1777020.211543
  nChanged 19
		SP:Iteration 54Q (2586.110000 sec): 3 clusters
  Score: Raw -1781677.824319 + Penalty 4645.269156 = -1777032.555162
  nChanged 17
		SP:Iteration 55Q (2586.140000 sec): 3 clusters
  Score: Raw -1781688.067395 + Penalty 4645.269156 = -1777042.798239
  nChanged 13
		SP:Iteration 56Q (2586.180000 sec): 3 clusters
  Score: Raw -1781698.660094 + Penalty 4645.269156 = -1777053.390938
  nChanged 20
		SP:Iteration 57Q (2586.220000 sec): 3 clusters
  Score: Raw -1781711.216285 + Penalty 4645.269156 = -1777065.947128
  nChanged 19
		SP:Iteration 58Q (2586.250000 sec): 3 clusters
  Score: Raw -1781723.067590 + Penalty 4645.269156 = -1777077.798434
  nChanged 13
		SP:Iteration 59Q (2586.290000 sec): 3 clusters
  Score: Raw -1781731.281036 + Penalty 4645.269156 = -1777086.011880
  nChanged 6
		SP:Iteration 60F (2586.340000 sec): 3 clusters
  Score: Raw -1781733.081372 + Penalty 4645.269156 = -1777087.812216
  nChanged 2
		SP:Iteration 61Q (2586.370000 sec): 3 clusters
  Score: Raw -1781734.328274 + Penalty 4645.269156 = -1777089.059118
  nChanged 2
		SP:Iteration 62Q (2586.410000 sec): 3 clusters
  Score: Raw -1781735.505161 + Penalty 4645.269156 = -1777090.236004
  nChanged 2
		SP:Iteration 63Q (2586.440000 sec): 3 clusters
  Score: Raw -1781736.286358 + Penalty 4645.269156 = -1777091.017202
  nChanged 1
		SP:Iteration 64Q (2586.480000 sec): 3 clusters
  Score: Raw -1781736.571784 + Penalty 4645.269156 = -1777091.302628
  nChanged 0
		SP:Iteration 65F (2586.530000 sec): 3 clusters
  Score: Raw -1781736.571784 + Penalty 4645.269156 = -1777091.302628
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (3734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2586.540000 sec): 2 clusters
  Score: Raw -534219.205866 + Penalty 2039.858360 = -532179.347506
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2586.560000 sec): 3 clusters
  Score: Raw -532528.908765 + Penalty 4079.716721 = -528449.192045
  nChanged 1357
		SP:Iteration 1F (2586.580000 sec): 3 clusters
  Score: Raw -533325.425661 + Penalty 4079.716721 = -529245.708941
  nChanged 265
		SP:Iteration 2F (2586.590000 sec): 3 clusters
  Score: Raw -533499.489188 + Penalty 4079.716721 = -529419.772468
  nChanged 186
		SP:Iteration 3Q (2586.600000 sec): 3 clusters
  Score: Raw -533622.257647 + Penalty 4079.716721 = -529542.540926
  nChanged 130
		SP:Iteration 4Q (2586.620000 sec): 3 clusters
  Score: Raw -533699.428897 + Penalty 4079.716721 = -529619.712177
  nChanged 111
		SP:Iteration 5Q (2586.640000 sec): 3 clusters
  Score: Raw -533761.527350 + Penalty 4079.716721 = -529681.810629
  nChanged 91
		SP:Iteration 6Q (2586.650000 sec): 3 clusters
  Score: Raw -533818.772859 + Penalty 4079.716721 = -529739.056138
  nChanged 92
		SP:Iteration 7Q (2586.660000 sec): 3 clusters
  Score: Raw -533863.693825 + Penalty 4079.716721 = -529783.977105
  nChanged 83
		SP:Iteration 8Q (2586.680000 sec): 3 clusters
  Score: Raw -533908.791690 + Penalty 4079.716721 = -529829.074969
  nChanged 66
		SP:Iteration 9Q (2586.690000 sec): 3 clusters
  Score: Raw -533948.360699 + Penalty 4079.716721 = -529868.643978
  nChanged 63
		SP:Iteration 10Q (2586.710000 sec): 3 clusters
  Score: Raw -533987.591987 + Penalty 4079.716721 = -529907.875266
  nChanged 59
		SP:Iteration 11Q (2586.720000 sec): 3 clusters
  Score: Raw -534018.666221 + Penalty 4079.716721 = -529938.949500
  nChanged 59
		SP:Iteration 12Q (2586.740000 sec): 3 clusters
  Score: Raw -534048.880119 + Penalty 4079.716721 = -529969.163398
  nChanged 58
		SP:Iteration 13Q (2586.750000 sec): 3 clusters
  Score: Raw -534078.766707 + Penalty 4079.716721 = -529999.049987
  nChanged 53
		SP:Iteration 14Q (2586.770000 sec): 3 clusters
  Score: Raw -534107.463079 + Penalty 4079.716721 = -530027.746358
  nChanged 42
		SP:Iteration 15Q (2586.780000 sec): 3 clusters
  Score: Raw -534129.393365 + Penalty 4079.716721 = -530049.676644
  nChanged 39
		SP:Iteration 16Q (2586.800000 sec): 3 clusters
  Score: Raw -534147.328274 + Penalty 4079.716721 = -530067.611553
  nChanged 33
		SP:Iteration 17Q (2586.810000 sec): 3 clusters
  Score: Raw -534162.125428 + Penalty 4079.716721 = -530082.408707
  nChanged 29
		SP:Iteration 18Q (2586.830000 sec): 3 clusters
  Score: Raw -534177.173090 + Penalty 4079.716721 = -530097.456369
  nChanged 31
		SP:Iteration 19Q (2586.840000 sec): 3 clusters
  Score: Raw -534194.280297 + Penalty 4079.716721 = -530114.563576
  nChanged 33
		SP:Iteration 20F (2586.860000 sec): 3 clusters
  Score: Raw -534212.056553 + Penalty 4079.716721 = -530132.339832
  nChanged 31
		SP:Iteration 21Q (2586.870000 sec): 3 clusters
  Score: Raw -534228.954848 + Penalty 4079.716721 = -530149.238127
  nChanged 32
		SP:Iteration 22Q (2586.880000 sec): 3 clusters
  Score: Raw -534246.179300 + Penalty 4079.716721 = -530166.462579
  nChanged 27
		SP:Iteration 23Q (2586.900000 sec): 3 clusters
  Score: Raw -534259.368418 + Penalty 4079.716721 = -530179.651697
  nChanged 23
		SP:Iteration 24Q (2586.920000 sec): 3 clusters
  Score: Raw -534270.288234 + Penalty 4079.716721 = -530190.571514
  nChanged 29
		SP:Iteration 25Q (2586.930000 sec): 3 clusters
  Score: Raw -534282.972130 + Penalty 4079.716721 = -530203.255409
  nChanged 15
		SP:Iteration 26Q (2586.940000 sec): 3 clusters
  Score: Raw -534287.987800 + Penalty 4079.716721 = -530208.271080
  nChanged 10
		SP:Iteration 27Q (2586.960000 sec): 3 clusters
  Score: Raw -534291.773468 + Penalty 4079.716721 = -530212.056748
  nChanged 6
		SP:Iteration 28Q (2586.970000 sec): 3 clusters
  Score: Raw -534294.129895 + Penalty 4079.716721 = -530214.413174
  nChanged 6
		SP:Iteration 29Q (2586.990000 sec): 3 clusters
  Score: Raw -534297.174675 + Penalty 4079.716721 = -530217.457954
  nChanged 7
		SP:Iteration 30Q (2587.000000 sec): 3 clusters
  Score: Raw -534299.970759 + Penalty 4079.716721 = -530220.254039
  nChanged 1
		SP:Iteration 31Q (2587.020000 sec): 3 clusters
  Score: Raw -534300.417937 + Penalty 4079.716721 = -530220.701217
  nChanged 2
		SP:Iteration 32Q (2587.030000 sec): 3 clusters
  Score: Raw -534302.694058 + Penalty 4079.716721 = -530222.977337
  nChanged 5
		SP:Iteration 33Q (2587.040000 sec): 3 clusters
  Score: Raw -534304.489011 + Penalty 4079.716721 = -530224.772291
  nChanged 4
		SP:Iteration 34Q (2587.060000 sec): 3 clusters
  Score: Raw -534306.025158 + Penalty 4079.716721 = -530226.308437
  nChanged 3
		SP:Iteration 35Q (2587.070000 sec): 3 clusters
  Score: Raw -534307.294606 + Penalty 4079.716721 = -530227.577885
  nChanged 3
		SP:Iteration 36Q (2587.090000 sec): 3 clusters
  Score: Raw -534309.117890 + Penalty 4079.716721 = -530229.401170
  nChanged 2
		SP:Iteration 37Q (2587.100000 sec): 3 clusters
  Score: Raw -534310.321192 + Penalty 4079.716721 = -530230.604471
  nChanged 3
		SP:Iteration 38Q (2587.120000 sec): 3 clusters
  Score: Raw -534311.159284 + Penalty 4079.716721 = -530231.442563
  nChanged 3
		SP:Iteration 39Q (2587.130000 sec): 3 clusters
  Score: Raw -534312.704750 + Penalty 4079.716721 = -530232.988029
  nChanged 6
		SP:Iteration 40F (2587.140000 sec): 3 clusters
  Score: Raw -534315.215147 + Penalty 4079.716721 = -530235.498427
  nChanged 8
		SP:Iteration 41Q (2587.160000 sec): 3 clusters
  Score: Raw -534317.924624 + Penalty 4079.716721 = -530238.207903
  nChanged 7
		SP:Iteration 42Q (2587.170000 sec): 3 clusters
  Score: Raw -534320.483637 + Penalty 4079.716721 = -530240.766916
  nChanged 5
		SP:Iteration 43Q (2587.190000 sec): 3 clusters
  Score: Raw -534322.828859 + Penalty 4079.716721 = -530243.112138
  nChanged 9
		SP:Iteration 44Q (2587.200000 sec): 3 clusters
  Score: Raw -534326.233686 + Penalty 4079.716721 = -530246.516965
  nChanged 6
		SP:Iteration 45Q (2587.220000 sec): 3 clusters
  Score: Raw -534328.386339 + Penalty 4079.716721 = -530248.669618
  nChanged 7
		SP:Iteration 46Q (2587.230000 sec): 3 clusters
  Score: Raw -534332.418542 + Penalty 4079.716721 = -530252.701821
  nChanged 8
		SP:Iteration 47Q (2587.240000 sec): 3 clusters
  Score: Raw -534337.871391 + Penalty 4079.716721 = -530258.154671
  nChanged 6
		SP:Iteration 48Q (2587.260000 sec): 3 clusters
  Score: Raw -534341.318139 + Penalty 4079.716721 = -530261.601418
  nChanged 6
		SP:Iteration 49Q (2587.280000 sec): 3 clusters
  Score: Raw -534343.525131 + Penalty 4079.716721 = -530263.808410
  nChanged 5
		SP:Iteration 50Q (2587.290000 sec): 3 clusters
  Score: Raw -534347.409129 + Penalty 4079.716721 = -530267.692408
  nChanged 9
		SP:Iteration 51Q (2587.300000 sec): 3 clusters
  Score: Raw -534353.886708 + Penalty 4079.716721 = -530274.169987
  nChanged 12
		SP:Iteration 52Q (2587.320000 sec): 3 clusters
  Score: Raw -534359.863642 + Penalty 4079.716721 = -530280.146921
  nChanged 8
		SP:Iteration 53Q (2587.330000 sec): 3 clusters
  Score: Raw -534363.224023 + Penalty 4079.716721 = -530283.507302
  nChanged 4
		SP:Iteration 54Q (2587.340000 sec): 3 clusters
  Score: Raw -534365.378125 + Penalty 4079.716721 = -530285.661405
  nChanged 10
		SP:Iteration 55Q (2587.360000 sec): 3 clusters
  Score: Raw -534370.316211 + Penalty 4079.716721 = -530290.599490
  nChanged 8
		SP:Iteration 56Q (2587.380000 sec): 3 clusters
  Score: Raw -534375.942753 + Penalty 4079.716721 = -530296.226032
  nChanged 12
		SP:Iteration 57Q (2587.390000 sec): 3 clusters
  Score: Raw -534381.787161 + Penalty 4079.716721 = -530302.070441
  nChanged 4
		SP:Iteration 58Q (2587.400000 sec): 3 clusters
  Score: Raw -534383.775436 + Penalty 4079.716721 = -530304.058715
  nChanged 9
		SP:Iteration 59Q (2587.420000 sec): 3 clusters
  Score: Raw -534387.978294 + Penalty 4079.716721 = -530308.261574
  nChanged 10
		SP:Iteration 60F (2587.430000 sec): 3 clusters
  Score: Raw -534392.708510 + Penalty 4079.716721 = -530312.991789
  nChanged 7
		SP:Iteration 61Q (2587.440000 sec): 3 clusters
  Score: Raw -534396.150497 + Penalty 4079.716721 = -530316.433776
  nChanged 3
		SP:Iteration 62Q (2587.460000 sec): 3 clusters
  Score: Raw -534397.297123 + Penalty 4079.716721 = -530317.580402
  nChanged 3
		SP:Iteration 63Q (2587.480000 sec): 3 clusters
  Score: Raw -534399.100153 + Penalty 4079.716721 = -530319.383432
  nChanged 3
		SP:Iteration 64Q (2587.490000 sec): 3 clusters
  Score: Raw -534400.447326 + Penalty 4079.716721 = -530320.730605
  nChanged 3
		SP:Iteration 65Q (2587.500000 sec): 3 clusters
  Score: Raw -534401.614353 + Penalty 4079.716721 = -530321.897632
  nChanged 4
		SP:Iteration 66Q (2587.520000 sec): 3 clusters
  Score: Raw -534403.497276 + Penalty 4079.716721 = -530323.780556
  nChanged 6
		SP:Iteration 67Q (2587.530000 sec): 3 clusters
  Score: Raw -534405.807426 + Penalty 4079.716721 = -530326.090705
  nChanged 2
		SP:Iteration 68Q (2587.540000 sec): 3 clusters
  Score: Raw -534406.556619 + Penalty 4079.716721 = -530326.839898
  nChanged 4
		SP:Iteration 69Q (2587.560000 sec): 3 clusters
  Score: Raw -534408.254757 + Penalty 4079.716721 = -530328.538036
  nChanged 6
		SP:Iteration 70Q (2587.570000 sec): 3 clusters
  Score: Raw -534412.730879 + Penalty 4079.716721 = -530333.014159
  nChanged 9
		SP:Iteration 71Q (2587.590000 sec): 3 clusters
  Score: Raw -534419.390871 + Penalty 4079.716721 = -530339.674150
  nChanged 12
		SP:Iteration 72Q (2587.600000 sec): 3 clusters
  Score: Raw -534426.615784 + Penalty 4079.716721 = -530346.899063
  nChanged 7
		SP:Iteration 73Q (2587.620000 sec): 3 clusters
  Score: Raw -534431.071128 + Penalty 4079.716721 = -530351.354408
  nChanged 6
		SP:Iteration 74Q (2587.630000 sec): 3 clusters
  Score: Raw -534434.036000 + Penalty 4079.716721 = -530354.319279
  nChanged 5
		SP:Iteration 75Q (2587.640000 sec): 3 clusters
  Score: Raw -534436.243625 + Penalty 4079.716721 = -530356.526905
  nChanged 2
		SP:Iteration 76Q (2587.660000 sec): 3 clusters
  Score: Raw -534437.639453 + Penalty 4079.716721 = -530357.922732
  nChanged 1
		SP:Iteration 77Q (2587.670000 sec): 3 clusters
  Score: Raw -534437.825513 + Penalty 4079.716721 = -530358.108792
  nChanged 1
		SP:Iteration 78Q (2587.680000 sec): 3 clusters
  Score: Raw -534438.416040 + Penalty 4079.716721 = -530358.699319
  nChanged 2
		SP:Iteration 79Q (2587.700000 sec): 3 clusters
  Score: Raw -534438.940645 + Penalty 4079.716721 = -530359.223924
  nChanged 1
		SP:Iteration 80F (2587.720000 sec): 3 clusters
  Score: Raw -534439.733477 + Penalty 4079.716721 = -530360.016756
  nChanged 1
		SP:Iteration 81Q (2587.730000 sec): 3 clusters
  Score: Raw -534440.202010 + Penalty 4079.716721 = -530360.485289
  nChanged 0
		SP:Iteration 82F (2587.740000 sec): 3 clusters
  Score: Raw -534440.202010 + Penalty 4079.716721 = -530360.485289
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2587.750000 sec): 2 clusters
  Score: Raw -27600.991144 + Penalty 1356.078915 = -26244.912229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2587.750000 sec): 3 clusters
  Score: Raw -27824.338355 + Penalty 2712.157830 = -25112.180525
  nChanged 27
		SP:Iteration 1F (2587.750000 sec): 3 clusters
  Score: Raw -27943.352975 + Penalty 2712.157830 = -25231.195145
  nChanged 6
		SP:Iteration 2Q (2587.750000 sec): 3 clusters
  Score: Raw -27967.105198 + Penalty 2712.157830 = -25254.947368
  nChanged 1
		SP:Iteration 3Q (2587.750000 sec): 3 clusters
  Score: Raw -27975.281818 + Penalty 2712.157830 = -25263.123988
  nChanged 1
		SP:Iteration 4Q (2587.750000 sec): 3 clusters
  Score: Raw -27980.984490 + Penalty 2712.157830 = -25268.826660
  nChanged 0
		SP:Iteration 5F (2587.750000 sec): 3 clusters
  Score: Raw -27980.984490 + Penalty 2712.157830 = -25268.826660
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (30947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2587.860000 sec): 2 clusters
  Score: Raw -4517668.183898 + Penalty 2564.327773 = -4515103.856125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2587.990000 sec): 3 clusters
  Score: Raw -4499006.939135 + Penalty 5128.655546 = -4493878.283588
  nChanged 13954
		SP:Iteration 1F (2588.120000 sec): 3 clusters
  Score: Raw -4506689.952445 + Penalty 5128.655546 = -4501561.296899
  nChanged 1398
		SP:Iteration 2Q (2588.240000 sec): 3 clusters
  Score: Raw -4507124.351432 + Penalty 5128.655546 = -4501995.695886
  nChanged 1263
		SP:Iteration 3Q (2588.380000 sec): 3 clusters
  Score: Raw -4507530.036857 + Penalty 5128.655546 = -4502401.381310
  nChanged 1194
		SP:Iteration 4Q (2588.500000 sec): 3 clusters
  Score: Raw -4507955.729463 + Penalty 5128.655546 = -4502827.073917
  nChanged 1331
		SP:Iteration 5Q (2588.630000 sec): 3 clusters
  Score: Raw -4508518.502269 + Penalty 5128.655546 = -4503389.846723
  nChanged 1544
		SP:Iteration 6Q (2588.760000 sec): 3 clusters
  Score: Raw -4509303.948625 + Penalty 5128.655546 = -4504175.293079
  nChanged 1721
		SP:Iteration 7F (2588.880000 sec): 3 clusters
  Score: Raw -4510349.480695 + Penalty 5128.655546 = -4505220.825149
  nChanged 1946
		SP:Iteration 8F (2589.010000 sec): 3 clusters
  Score: Raw -4511684.214922 + Penalty 5128.655546 = -4506555.559376
  nChanged 2066
		SP:Iteration 9F (2589.130000 sec): 3 clusters
  Score: Raw -4513203.378447 + Penalty 5128.655546 = -4508074.722901
  nChanged 1890
		SP:Iteration 10F (2589.260000 sec): 3 clusters
  Score: Raw -4514532.779068 + Penalty 5128.655546 = -4509404.123522
  nChanged 1509
		SP:Iteration 11Q (2589.380000 sec): 3 clusters
  Score: Raw -4515537.083426 + Penalty 5128.655546 = -4510408.427880
  nChanged 1079
		SP:Iteration 12Q (2589.510000 sec): 3 clusters
  Score: Raw -4516339.528858 + Penalty 5128.655546 = -4511210.873312
  nChanged 839
		SP:Iteration 13Q (2589.630000 sec): 3 clusters
  Score: Raw -4517160.903842 + Penalty 5128.655546 = -4512032.248296
  nChanged 577
		SP:Iteration 14Q (2589.740000 sec): 3 clusters
  Score: Raw -4517942.503849 + Penalty 5128.655546 = -4512813.848303
  nChanged 379
		SP:Iteration 15Q (2589.860000 sec): 3 clusters
  Score: Raw -4518321.535291 + Penalty 5128.655546 = -4513192.879744
  nChanged 272
		SP:Iteration 16Q (2589.960000 sec): 3 clusters
  Score: Raw -4518493.501434 + Penalty 5128.655546 = -4513364.845888
  nChanged 178
		SP:Iteration 17Q (2590.060000 sec): 3 clusters
  Score: Raw -4518575.365912 + Penalty 5128.655546 = -4513446.710366
  nChanged 147
		SP:Iteration 18Q (2590.160000 sec): 3 clusters
  Score: Raw -4518626.596957 + Penalty 5128.655546 = -4513497.941411
  nChanged 121
		SP:Iteration 19Q (2590.260000 sec): 3 clusters
  Score: Raw -4518667.090529 + Penalty 5128.655546 = -4513538.434983
  nChanged 91
		SP:Iteration 20F (2590.380000 sec): 3 clusters
  Score: Raw -4518691.960242 + Penalty 5128.655546 = -4513563.304696
  nChanged 71
		SP:Iteration 21Q (2590.480000 sec): 3 clusters
  Score: Raw -4518711.257325 + Penalty 5128.655546 = -4513582.601779
  nChanged 60
		SP:Iteration 22Q (2590.580000 sec): 3 clusters
  Score: Raw -4518725.419849 + Penalty 5128.655546 = -4513596.764303
  nChanged 44
		SP:Iteration 23Q (2590.680000 sec): 3 clusters
  Score: Raw -4518735.583917 + Penalty 5128.655546 = -4513606.928371
  nChanged 33
		SP:Iteration 24Q (2590.770000 sec): 3 clusters
  Score: Raw -4518743.644739 + Penalty 5128.655546 = -4513614.989193
  nChanged 40
		SP:Iteration 25Q (2590.870000 sec): 3 clusters
  Score: Raw -4518752.779881 + Penalty 5128.655546 = -4513624.124335
  nChanged 31
		SP:Iteration 26Q (2590.970000 sec): 3 clusters
  Score: Raw -4518758.915120 + Penalty 5128.655546 = -4513630.259574
  nChanged 23
		SP:Iteration 27Q (2591.060000 sec): 3 clusters
  Score: Raw -4518763.790522 + Penalty 5128.655546 = -4513635.134976
  nChanged 25
		SP:Iteration 28Q (2591.160000 sec): 3 clusters
  Score: Raw -4518768.546443 + Penalty 5128.655546 = -4513639.890897
  nChanged 19
		SP:Iteration 29Q (2591.260000 sec): 3 clusters
  Score: Raw -4518772.325802 + Penalty 5128.655546 = -4513643.670256
  nChanged 21
		SP:Iteration 30Q (2591.360000 sec): 3 clusters
  Score: Raw -4518776.125490 + Penalty 5128.655546 = -4513647.469944
  nChanged 25
		SP:Iteration 31Q (2591.450000 sec): 3 clusters
  Score: Raw -4518780.441475 + Penalty 5128.655546 = -4513651.785929
  nChanged 18
		SP:Iteration 32Q (2591.550000 sec): 3 clusters
  Score: Raw -4518783.633355 + Penalty 5128.655546 = -4513654.977809
  nChanged 17
		SP:Iteration 33Q (2591.650000 sec): 3 clusters
  Score: Raw -4518786.614349 + Penalty 5128.655546 = -4513657.958803
  nChanged 15
		SP:Iteration 34Q (2591.740000 sec): 3 clusters
  Score: Raw -4518789.312138 + Penalty 5128.655546 = -4513660.656591
  nChanged 11
		SP:Iteration 35Q (2591.840000 sec): 3 clusters
  Score: Raw -4518791.450352 + Penalty 5128.655546 = -4513662.794806
  nChanged 9
		SP:Iteration 36Q (2591.940000 sec): 3 clusters
  Score: Raw -4518792.944918 + Penalty 5128.655546 = -4513664.289372
  nChanged 8
		SP:Iteration 37Q (2592.040000 sec): 3 clusters
  Score: Raw -4518794.079384 + Penalty 5128.655546 = -4513665.423838
  nChanged 6
		SP:Iteration 38Q (2592.140000 sec): 3 clusters
  Score: Raw -4518794.716049 + Penalty 5128.655546 = -4513666.060503
  nChanged 3
		SP:Iteration 39Q (2592.240000 sec): 3 clusters
  Score: Raw -4518795.111150 + Penalty 5128.655546 = -4513666.455604
  nChanged 1
		SP:Iteration 40F (2592.360000 sec): 3 clusters
  Score: Raw -4518795.384372 + Penalty 5128.655546 = -4513666.728826
  nChanged 4
		SP:Iteration 41Q (2592.450000 sec): 3 clusters
  Score: Raw -4518796.052710 + Penalty 5128.655546 = -4513667.397164
  nChanged 3
		SP:Iteration 42Q (2592.550000 sec): 3 clusters
  Score: Raw -4518796.313979 + Penalty 5128.655546 = -4513667.658433
  nChanged 0
		SP:Iteration 43F (2592.670000 sec): 3 clusters
  Score: Raw -4518796.313979 + Penalty 5128.655546 = -4513667.658433
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2592.680000 sec): 2 clusters
  Score: Raw -59143.222450 + Penalty 1506.115044 = -57637.107406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2592.690000 sec): 3 clusters
  Score: Raw -59318.546301 + Penalty 3012.230089 = -56306.316212
  nChanged 82
		SP:Iteration 1F (2592.690000 sec): 3 clusters
  Score: Raw -59584.283669 + Penalty 3012.230089 = -56572.053580
  nChanged 24
		SP:Iteration 2F (2592.690000 sec): 3 clusters
  Score: Raw -59732.119648 + Penalty 3012.230089 = -56719.889559
  nChanged 16
		SP:Iteration 3Q (2592.690000 sec): 3 clusters
  Score: Raw -59796.257864 + Penalty 3012.230089 = -56784.027775
  nChanged 16
		SP:Iteration 4Q (2592.700000 sec): 3 clusters
  Score: Raw -59884.090021 + Penalty 3012.230089 = -56871.859932
  nChanged 20
		SP:Iteration 5Q (2592.700000 sec): 3 clusters
  Score: Raw -59964.460658 + Penalty 3012.230089 = -56952.230570
  nChanged 22
		SP:Iteration 6F (2592.700000 sec): 3 clusters
  Score: Raw -60060.617632 + Penalty 3012.230089 = -57048.387543
  nChanged 26
		SP:Iteration 7F (2592.700000 sec): 3 clusters
  Score: Raw -60214.100254 + Penalty 3012.230089 = -57201.870165
  nChanged 20
		SP:Iteration 8Q (2592.700000 sec): 3 clusters
  Score: Raw -60382.474140 + Penalty 3012.230089 = -57370.244051
  nChanged 12
		SP:Iteration 9Q (2592.700000 sec): 3 clusters
  Score: Raw -60536.057515 + Penalty 3012.230089 = -57523.827426
  nChanged 9
		SP:Iteration 10Q (2592.700000 sec): 3 clusters
  Score: Raw -60680.429021 + Penalty 3012.230089 = -57668.198932
  nChanged 3
		SP:Iteration 11Q (2592.700000 sec): 3 clusters
  Score: Raw -60704.919435 + Penalty 3012.230089 = -57692.689346
  nChanged 2
		SP:Iteration 12Q (2592.710000 sec): 3 clusters
  Score: Raw -60728.772302 + Penalty 3012.230089 = -57716.542213
  nChanged 1
		SP:Iteration 13Q (2592.710000 sec): 3 clusters
  Score: Raw -60732.794064 + Penalty 3012.230089 = -57720.563975
  nChanged 0
		SP:Iteration 14F (2592.710000 sec): 3 clusters
  Score: Raw -60732.794064 + Penalty 3012.230089 = -57720.563975
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 9.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1777 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2592.720000 sec): 2 clusters
  Score: Raw -255255.039351 + Penalty 1855.705093 = -253399.334258
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2592.730000 sec): 3 clusters
  Score: Raw -254633.096128 + Penalty 3711.410187 = -250921.685941
  nChanged 540
		SP:Iteration 1F (2592.740000 sec): 3 clusters
  Score: Raw -255066.428197 + Penalty 3711.410187 = -251355.018010
  nChanged 149
		SP:Iteration 2F (2592.740000 sec): 3 clusters
  Score: Raw -255188.727640 + Penalty 3711.410187 = -251477.317453
  nChanged 72
		SP:Iteration 3Q (2592.750000 sec): 3 clusters
  Score: Raw -255252.145274 + Penalty 3711.410187 = -251540.735087
  nChanged 49
		SP:Iteration 4Q (2592.760000 sec): 3 clusters
  Score: Raw -255292.606087 + Penalty 3711.410187 = -251581.195901
  nChanged 30
		SP:Iteration 5Q (2592.760000 sec): 3 clusters
  Score: Raw -255317.250600 + Penalty 3711.410187 = -251605.840413
  nChanged 21
		SP:Iteration 6Q (2592.770000 sec): 3 clusters
  Score: Raw -255337.387504 + Penalty 3711.410187 = -251625.977318
  nChanged 21
		SP:Iteration 7Q (2592.780000 sec): 3 clusters
  Score: Raw -255354.792647 + Penalty 3711.410187 = -251643.382461
  nChanged 14
		SP:Iteration 8Q (2592.780000 sec): 3 clusters
  Score: Raw -255365.624367 + Penalty 3711.410187 = -251654.214180
  nChanged 11
		SP:Iteration 9Q (2592.790000 sec): 3 clusters
  Score: Raw -255372.633506 + Penalty 3711.410187 = -251661.223319
  nChanged 10
		SP:Iteration 10Q (2592.800000 sec): 3 clusters
  Score: Raw -255378.254752 + Penalty 3711.410187 = -251666.844565
  nChanged 8
		SP:Iteration 11Q (2592.800000 sec): 3 clusters
  Score: Raw -255384.325530 + Penalty 3711.410187 = -251672.915343
  nChanged 3
		SP:Iteration 12Q (2592.810000 sec): 3 clusters
  Score: Raw -255385.976941 + Penalty 3711.410187 = -251674.566754
  nChanged 5
		SP:Iteration 13Q (2592.820000 sec): 3 clusters
  Score: Raw -255389.156257 + Penalty 3711.410187 = -251677.746070
  nChanged 5
		SP:Iteration 14Q (2592.820000 sec): 3 clusters
  Score: Raw -255393.142600 + Penalty 3711.410187 = -251681.732413
  nChanged 4
		SP:Iteration 15Q (2592.830000 sec): 3 clusters
  Score: Raw -255395.134477 + Penalty 3711.410187 = -251683.724290
  nChanged 7
		SP:Iteration 16Q (2592.840000 sec): 3 clusters
  Score: Raw -255400.596765 + Penalty 3711.410187 = -251689.186578
  nChanged 7
		SP:Iteration 17Q (2592.840000 sec): 3 clusters
  Score: Raw -255406.906063 + Penalty 3711.410187 = -251695.495877
  nChanged 8
		SP:Iteration 18Q (2592.850000 sec): 3 clusters
  Score: Raw -255411.207888 + Penalty 3711.410187 = -251699.797701
  nChanged 10
		SP:Iteration 19Q (2592.860000 sec): 3 clusters
  Score: Raw -255417.113600 + Penalty 3711.410187 = -251705.703413
  nChanged 8
		SP:Iteration 20F (2592.860000 sec): 3 clusters
  Score: Raw -255421.176025 + Penalty 3711.410187 = -251709.765838
  nChanged 4
		SP:Iteration 21Q (2592.870000 sec): 3 clusters
  Score: Raw -255423.114593 + Penalty 3711.410187 = -251711.704406
  nChanged 3
		SP:Iteration 22Q (2592.880000 sec): 3 clusters
  Score: Raw -255423.967729 + Penalty 3711.410187 = -251712.557542
  nChanged 2
		SP:Iteration 23Q (2592.890000 sec): 3 clusters
  Score: Raw -255424.474997 + Penalty 3711.410187 = -251713.064810
  nChanged 1
		SP:Iteration 24Q (2592.890000 sec): 3 clusters
  Score: Raw -255425.114405 + Penalty 3711.410187 = -251713.704218
  nChanged 6
		SP:Iteration 25Q (2592.900000 sec): 3 clusters
  Score: Raw -255428.053682 + Penalty 3711.410187 = -251716.643495
  nChanged 4
		SP:Iteration 26Q (2592.910000 sec): 3 clusters
  Score: Raw -255429.941024 + Penalty 3711.410187 = -251718.530837
  nChanged 5
		SP:Iteration 27Q (2592.910000 sec): 3 clusters
  Score: Raw -255434.072584 + Penalty 3711.410187 = -251722.662397
  nChanged 6
		SP:Iteration 28Q (2592.920000 sec): 3 clusters
  Score: Raw -255436.799340 + Penalty 3711.410187 = -251725.389153
  nChanged 4
		SP:Iteration 29Q (2592.930000 sec): 3 clusters
  Score: Raw -255438.582118 + Penalty 3711.410187 = -251727.171931
  nChanged 1
		SP:Iteration 30Q (2592.940000 sec): 3 clusters
  Score: Raw -255438.669070 + Penalty 3711.410187 = -251727.258883
  nChanged 0
		SP:Iteration 31F (2592.940000 sec): 3 clusters
  Score: Raw -255438.669070 + Penalty 3711.410187 = -251727.258883
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2592.940000 sec): 2 clusters
  Score: Raw -14092.726968 + Penalty 1232.513698 = -12860.213270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2592.940000 sec): 3 clusters
  Score: Raw -14517.906649 + Penalty 2465.027397 = -12052.879252
  nChanged 17
		SP:Iteration 1F (2592.940000 sec): 3 clusters
  Score: Raw -14644.711528 + Penalty 2465.027397 = -12179.684131
  nChanged 2
		SP:Iteration 2Q (2592.950000 sec): 3 clusters
  Score: Raw -14671.044637 + Penalty 2465.027397 = -12206.017241
  nChanged 0
		SP:Iteration 3F (2592.950000 sec): 3 clusters
  Score: Raw -14671.044637 + Penalty 2465.027397 = -12206.017241
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (978 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2592.950000 sec): 2 clusters
  Score: Raw -129694.040555 + Penalty 1707.606398 = -127986.434157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2592.960000 sec): 3 clusters
  Score: Raw -129533.672157 + Penalty 3415.212796 = -126118.459361
  nChanged 247
		SP:Iteration 1F (2592.960000 sec): 3 clusters
  Score: Raw -129986.370688 + Penalty 3415.212796 = -126571.157892
  nChanged 84
		SP:Iteration 2F (2592.960000 sec): 3 clusters
  Score: Raw -130193.309765 + Penalty 3415.212796 = -126778.096969
  nChanged 70
		SP:Iteration 3F (2592.970000 sec): 3 clusters
  Score: Raw -130431.102677 + Penalty 3415.212796 = -127015.889881
  nChanged 60
		SP:Iteration 4F (2592.970000 sec): 3 clusters
  Score: Raw -130675.446109 + Penalty 3415.212796 = -127260.233313
  nChanged 51
		SP:Iteration 5F (2592.980000 sec): 3 clusters
  Score: Raw -130928.532295 + Penalty 3415.212796 = -127513.319498
  nChanged 57
		SP:Iteration 6F (2592.980000 sec): 3 clusters
  Score: Raw -131177.658612 + Penalty 3415.212796 = -127762.445816
  nChanged 39
		SP:Iteration 7Q (2592.980000 sec): 3 clusters
  Score: Raw -131323.322175 + Penalty 3415.212796 = -127908.109379
  nChanged 37
		SP:Iteration 8Q (2592.980000 sec): 3 clusters
  Score: Raw -131414.262255 + Penalty 3415.212796 = -127999.049459
  nChanged 24
		SP:Iteration 9Q (2592.990000 sec): 3 clusters
  Score: Raw -131484.399777 + Penalty 3415.212796 = -128069.186980
  nChanged 17
		SP:Iteration 10Q (2592.990000 sec): 3 clusters
  Score: Raw -131531.394663 + Penalty 3415.212796 = -128116.181866
  nChanged 9
		SP:Iteration 11Q (2593.000000 sec): 3 clusters
  Score: Raw -131555.457006 + Penalty 3415.212796 = -128140.244210
  nChanged 5
		SP:Iteration 12Q (2593.000000 sec): 3 clusters
  Score: Raw -131573.273405 + Penalty 3415.212796 = -128158.060609
  nChanged 4
		SP:Iteration 13Q (2593.000000 sec): 3 clusters
  Score: Raw -131583.874741 + Penalty 3415.212796 = -128168.661944
  nChanged 4
		SP:Iteration 14Q (2593.000000 sec): 3 clusters
  Score: Raw -131595.306475 + Penalty 3415.212796 = -128180.093678
  nChanged 2
		SP:Iteration 15Q (2593.010000 sec): 3 clusters
  Score: Raw -131604.221002 + Penalty 3415.212796 = -128189.008206
  nChanged 1
		SP:Iteration 16Q (2593.010000 sec): 3 clusters
  Score: Raw -131608.425839 + Penalty 3415.212796 = -128193.213043
  nChanged 1
		SP:Iteration 17Q (2593.010000 sec): 3 clusters
  Score: Raw -131610.156392 + Penalty 3415.212796 = -128194.943596
  nChanged 1
		SP:Iteration 18Q (2593.020000 sec): 3 clusters
  Score: Raw -131612.500283 + Penalty 3415.212796 = -128197.287487
  nChanged 1
		SP:Iteration 19Q (2593.020000 sec): 3 clusters
  Score: Raw -131614.901164 + Penalty 3415.212796 = -128199.688368
  nChanged 1
		SP:Iteration 20F (2593.020000 sec): 3 clusters
  Score: Raw -131618.807870 + Penalty 3415.212796 = -128203.595073
  nChanged 2
		SP:Iteration 21Q (2593.020000 sec): 3 clusters
  Score: Raw -131634.220299 + Penalty 3415.212796 = -128219.007503
  nChanged 2
		SP:Iteration 22Q (2593.030000 sec): 3 clusters
  Score: Raw -131646.972948 + Penalty 3415.212796 = -128231.760151
  nChanged 2
		SP:Iteration 23Q (2593.030000 sec): 3 clusters
  Score: Raw -131664.586328 + Penalty 3415.212796 = -128249.373531
  nChanged 2
		SP:Iteration 24Q (2593.040000 sec): 3 clusters
  Score: Raw -131679.493471 + Penalty 3415.212796 = -128264.280675
  nChanged 0
		SP:Iteration 25F (2593.040000 sec): 3 clusters
  Score: Raw -131679.493471 + Penalty 3415.212796 = -128264.280675
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 23.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (142306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2593.540000 sec): 2 clusters
  Score: Raw -20666163.101716 + Penalty 2942.702267 = -20663220.399449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2594.120000 sec): 3 clusters
  Score: Raw -20574041.422194 + Penalty 5885.404534 = -20568156.017660
  nChanged 67785
		SP:Iteration 1F (2594.680000 sec): 3 clusters
  Score: Raw -20613047.375471 + Penalty 5885.404534 = -20607161.970937
  nChanged 4562
		SP:Iteration 2Q (2595.250000 sec): 3 clusters
  Score: Raw -20614253.325697 + Penalty 5885.404534 = -20608367.921163
  nChanged 5007
		SP:Iteration 3Q (2595.830000 sec): 3 clusters
  Score: Raw -20615817.082186 + Penalty 5885.404534 = -20609931.677652
  nChanged 5596
		SP:Iteration 4Q (2596.410000 sec): 3 clusters
  Score: Raw -20617956.297378 + Penalty 5885.404534 = -20612070.892844
  nChanged 6444
		SP:Iteration 5Q (2596.990000 sec): 3 clusters
  Score: Raw -20620947.060497 + Penalty 5885.404534 = -20615061.655963
  nChanged 7361
		SP:Iteration 6F (2597.550000 sec): 3 clusters
  Score: Raw -20625061.222836 + Penalty 5885.404534 = -20619175.818302
  nChanged 8313
		SP:Iteration 7F (2598.120000 sec): 3 clusters
  Score: Raw -20630495.784998 + Penalty 5885.404534 = -20624610.380464
  nChanged 8919
		SP:Iteration 8F (2598.680000 sec): 3 clusters
  Score: Raw -20636925.097098 + Penalty 5885.404534 = -20631039.692564
  nChanged 8871
		SP:Iteration 9F (2599.250000 sec): 3 clusters
  Score: Raw -20643557.642080 + Penalty 5885.404534 = -20637672.237546
  nChanged 8003
		SP:Iteration 10F (2599.810000 sec): 3 clusters
  Score: Raw -20649564.825261 + Penalty 5885.404534 = -20643679.420727
  nChanged 6567
		SP:Iteration 11Q (2600.340000 sec): 3 clusters
  Score: Raw -20654368.467154 + Penalty 5885.404534 = -20648483.062620
  nChanged 5141
		SP:Iteration 12Q (2600.860000 sec): 3 clusters
  Score: Raw -20657946.634344 + Penalty 5885.404534 = -20652061.229810
  nChanged 3968
		SP:Iteration 13Q (2601.340000 sec): 3 clusters
  Score: Raw -20660574.324786 + Penalty 5885.404534 = -20654688.920252
  nChanged 3012
		SP:Iteration 14Q (2601.820000 sec): 3 clusters
  Score: Raw -20662499.531641 + Penalty 5885.404534 = -20656614.127107
  nChanged 2262
		SP:Iteration 15Q (2602.270000 sec): 3 clusters
  Score: Raw -20663917.540772 + Penalty 5885.404534 = -20658032.136238
  nChanged 1618
		SP:Iteration 16Q (2602.710000 sec): 3 clusters
  Score: Raw -20664947.321459 + Penalty 5885.404534 = -20659061.916925
  nChanged 1085
		SP:Iteration 17Q (2603.140000 sec): 3 clusters
  Score: Raw -20665649.099831 + Penalty 5885.404534 = -20659763.695297
  nChanged 696
		SP:Iteration 18Q (2603.560000 sec): 3 clusters
  Score: Raw -20666077.837679 + Penalty 5885.404534 = -20660192.433145
  nChanged 514
		SP:Iteration 19Q (2603.980000 sec): 3 clusters
  Score: Raw -20666351.383739 + Penalty 5885.404534 = -20660465.979205
  nChanged 359
		SP:Iteration 20F (2604.540000 sec): 3 clusters
  Score: Raw -20666509.467758 + Penalty 5885.404534 = -20660624.063224
  nChanged 244
		SP:Iteration 21Q (2604.950000 sec): 3 clusters
  Score: Raw -20666613.912329 + Penalty 5885.404534 = -20660728.507795
  nChanged 208
		SP:Iteration 22Q (2605.360000 sec): 3 clusters
  Score: Raw -20666700.818201 + Penalty 5885.404534 = -20660815.413667
  nChanged 175
		SP:Iteration 23Q (2605.780000 sec): 3 clusters
  Score: Raw -20666765.689198 + Penalty 5885.404534 = -20660880.284664
  nChanged 119
		SP:Iteration 24Q (2606.200000 sec): 3 clusters
  Score: Raw -20666808.103706 + Penalty 5885.404534 = -20660922.699172
  nChanged 86
		SP:Iteration 25Q (2606.600000 sec): 3 clusters
  Score: Raw -20666832.322991 + Penalty 5885.404534 = -20660946.918457
  nChanged 61
		SP:Iteration 26Q (2607.010000 sec): 3 clusters
  Score: Raw -20666848.452611 + Penalty 5885.404534 = -20660963.048077
  nChanged 53
		SP:Iteration 27Q (2607.420000 sec): 3 clusters
  Score: Raw -20666862.462918 + Penalty 5885.404534 = -20660977.058384
  nChanged 47
		SP:Iteration 28Q (2607.830000 sec): 3 clusters
  Score: Raw -20666874.415026 + Penalty 5885.404534 = -20660989.010492
  nChanged 40
		SP:Iteration 29Q (2608.230000 sec): 3 clusters
  Score: Raw -20666883.510282 + Penalty 5885.404534 = -20660998.105748
  nChanged 34
		SP:Iteration 30Q (2608.640000 sec): 3 clusters
  Score: Raw -20666893.350386 + Penalty 5885.404534 = -20661007.945852
  nChanged 36
		SP:Iteration 31Q (2609.040000 sec): 3 clusters
  Score: Raw -20666903.407839 + Penalty 5885.404534 = -20661018.003305
  nChanged 40
		SP:Iteration 32Q (2609.440000 sec): 3 clusters
  Score: Raw -20666914.091904 + Penalty 5885.404534 = -20661028.687370
  nChanged 38
		SP:Iteration 33Q (2609.850000 sec): 3 clusters
  Score: Raw -20666923.565953 + Penalty 5885.404534 = -20661038.161419
  nChanged 30
		SP:Iteration 34Q (2610.250000 sec): 3 clusters
  Score: Raw -20666929.995049 + Penalty 5885.404534 = -20661044.590515
  nChanged 23
		SP:Iteration 35Q (2610.660000 sec): 3 clusters
  Score: Raw -20666936.073388 + Penalty 5885.404534 = -20661050.668854
  nChanged 21
		SP:Iteration 36Q (2611.060000 sec): 3 clusters
  Score: Raw -20666940.436700 + Penalty 5885.404534 = -20661055.032166
  nChanged 14
		SP:Iteration 37Q (2611.460000 sec): 3 clusters
  Score: Raw -20666943.529912 + Penalty 5885.404534 = -20661058.125378
  nChanged 15
		SP:Iteration 38Q (2611.860000 sec): 3 clusters
  Score: Raw -20666946.706133 + Penalty 5885.404534 = -20661061.301599
  nChanged 15
		SP:Iteration 39Q (2612.270000 sec): 3 clusters
  Score: Raw -20666950.652126 + Penalty 5885.404534 = -20661065.247592
  nChanged 12
		SP:Iteration 40F (2612.840000 sec): 3 clusters
  Score: Raw -20666953.699808 + Penalty 5885.404534 = -20661068.295274
  nChanged 12
		SP:Iteration 41Q (2613.240000 sec): 3 clusters
  Score: Raw -20666956.228195 + Penalty 5885.404534 = -20661070.823661
  nChanged 10
		SP:Iteration 42Q (2613.640000 sec): 3 clusters
  Score: Raw -20666958.287929 + Penalty 5885.404534 = -20661072.883395
  nChanged 7
		SP:Iteration 43Q (2614.040000 sec): 3 clusters
  Score: Raw -20666959.970981 + Penalty 5885.404534 = -20661074.566446
  nChanged 7
		SP:Iteration 44Q (2614.450000 sec): 3 clusters
  Score: Raw -20666961.547790 + Penalty 5885.404534 = -20661076.143256
  nChanged 5
		SP:Iteration 45Q (2614.860000 sec): 3 clusters
  Score: Raw -20666962.565703 + Penalty 5885.404534 = -20661077.161169
  nChanged 5
		SP:Iteration 46Q (2615.260000 sec): 3 clusters
  Score: Raw -20666963.731931 + Penalty 5885.404534 = -20661078.327397
  nChanged 5
		SP:Iteration 47Q (2615.660000 sec): 3 clusters
  Score: Raw -20666964.731090 + Penalty 5885.404534 = -20661079.326556
  nChanged 4
		SP:Iteration 48Q (2616.080000 sec): 3 clusters
  Score: Raw -20666965.474542 + Penalty 5885.404534 = -20661080.070008
  nChanged 5
		SP:Iteration 49Q (2616.480000 sec): 3 clusters
  Score: Raw -20666966.045600 + Penalty 5885.404534 = -20661080.641066
  nChanged 2
		SP:Iteration 50Q (2616.890000 sec): 3 clusters
  Score: Raw -20666966.447941 + Penalty 5885.404534 = -20661081.043407
  nChanged 1
		SP:Iteration 51Q (2617.300000 sec): 3 clusters
  Score: Raw -20666966.650842 + Penalty 5885.404534 = -20661081.246308
  nChanged 3
		SP:Iteration 52Q (2617.710000 sec): 3 clusters
  Score: Raw -20666967.481753 + Penalty 5885.404534 = -20661082.077219
  nChanged 2
		SP:Iteration 53Q (2618.110000 sec): 3 clusters
  Score: Raw -20666967.918036 + Penalty 5885.404534 = -20661082.513502
  nChanged 2
		SP:Iteration 54Q (2618.510000 sec): 3 clusters
  Score: Raw -20666968.381779 + Penalty 5885.404534 = -20661082.977245
  nChanged 2
		SP:Iteration 55Q (2618.890000 sec): 3 clusters
  Score: Raw -20666968.608960 + Penalty 5885.404534 = -20661083.204426
  nChanged 1
		SP:Iteration 56Q (2619.270000 sec): 3 clusters
  Score: Raw -20666968.784514 + Penalty 5885.404534 = -20661083.379980
  nChanged 0
		SP:Iteration 57F (2619.800000 sec): 3 clusters
  Score: Raw -20666968.784514 + Penalty 5885.404534 = -20661083.379980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2619.870000 sec): 2 clusters
  Score: Raw -19667.259116 + Penalty 1308.972435 = -18358.286681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2619.870000 sec): 3 clusters
  Score: Raw -19934.149704 + Penalty 2617.944871 = -17316.204833
  nChanged 15
		SP:Iteration 1F (2619.870000 sec): 3 clusters
  Score: Raw -20015.993586 + Penalty 2617.944871 = -17398.048715
  nChanged 10
		SP:Iteration 2F (2619.870000 sec): 3 clusters
  Score: Raw -20078.872031 + Penalty 2617.944871 = -17460.927160
  nChanged 6
		SP:Iteration 3Q (2619.870000 sec): 3 clusters
  Score: Raw -20126.845217 + Penalty 2617.944871 = -17508.900346
  nChanged 4
		SP:Iteration 4Q (2619.870000 sec): 3 clusters
  Score: Raw -20151.572029 + Penalty 2617.944871 = -17533.627158
  nChanged 3
		SP:Iteration 5Q (2619.870000 sec): 3 clusters
  Score: Raw -20167.594773 + Penalty 2617.944871 = -17549.649902
  nChanged 1
		SP:Iteration 6Q (2619.880000 sec): 3 clusters
  Score: Raw -20175.470025 + Penalty 2617.944871 = -17557.525154
  nChanged 2
		SP:Iteration 7Q (2619.880000 sec): 3 clusters
  Score: Raw -20191.777814 + Penalty 2617.944871 = -17573.832943
  nChanged 0
		SP:Iteration 8F (2619.880000 sec): 3 clusters
  Score: Raw -20191.777814 + Penalty 2617.944871 = -17573.832943
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 29 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2619.880000 sec): 2 clusters
  Score: Raw -74196.170923 + Penalty 1539.730326 = -72656.440597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2619.880000 sec): 3 clusters
  Score: Raw -74225.403661 + Penalty 3079.460653 = -71145.943009
  nChanged 67
		SP:Iteration 1F (2619.880000 sec): 3 clusters
  Score: Raw -74358.436031 + Penalty 3079.460653 = -71278.975378
  nChanged 16
		SP:Iteration 2Q (2619.880000 sec): 3 clusters
  Score: Raw -74403.016384 + Penalty 3079.460653 = -71323.555731
  nChanged 4
		SP:Iteration 3Q (2619.890000 sec): 3 clusters
  Score: Raw -74409.761309 + Penalty 3079.460653 = -71330.300656
  nChanged 3
		SP:Iteration 4Q (2619.890000 sec): 3 clusters
  Score: Raw -74415.131152 + Penalty 3079.460653 = -71335.670499
  nChanged 2
		SP:Iteration 5Q (2619.890000 sec): 3 clusters
  Score: Raw -74418.268069 + Penalty 3079.460653 = -71338.807416
  nChanged 0
		SP:Iteration 6F (2619.890000 sec): 3 clusters
  Score: Raw -74418.268069 + Penalty 3079.460653 = -71338.807416
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 30 (34446 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2620.020000 sec): 2 clusters
  Score: Raw -5264741.775465 + Penalty 2590.892744 = -5262150.882721
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2620.150000 sec): 3 clusters
  Score: Raw -5243795.893770 + Penalty 5181.785487 = -5238614.108283
  nChanged 15609
		SP:Iteration 1F (2620.280000 sec): 3 clusters
  Score: Raw -5252488.403461 + Penalty 5181.785487 = -5247306.617974
  nChanged 1681
		SP:Iteration 2Q (2620.410000 sec): 3 clusters
  Score: Raw -5253084.720862 + Penalty 5181.785487 = -5247902.935375
  nChanged 1663
		SP:Iteration 3Q (2620.550000 sec): 3 clusters
  Score: Raw -5253777.570569 + Penalty 5181.785487 = -5248595.785082
  nChanged 1826
		SP:Iteration 4F (2620.680000 sec): 3 clusters
  Score: Raw -5254653.869205 + Penalty 5181.785487 = -5249472.083718
  nChanged 2026
		SP:Iteration 5F (2620.810000 sec): 3 clusters
  Score: Raw -5255862.215414 + Penalty 5181.785487 = -5250680.429927
  nChanged 2307
		SP:Iteration 6F (2620.940000 sec): 3 clusters
  Score: Raw -5257517.515160 + Penalty 5181.785487 = -5252335.729673
  nChanged 2269
		SP:Iteration 7F (2621.070000 sec): 3 clusters
  Score: Raw -5259295.387425 + Penalty 5181.785487 = -5254113.601938
  nChanged 2005
		SP:Iteration 8F (2621.200000 sec): 3 clusters
  Score: Raw -5260970.090637 + Penalty 5181.785487 = -5255788.305150
  nChanged 1502
		SP:Iteration 9Q (2621.330000 sec): 3 clusters
  Score: Raw -5262328.632130 + Penalty 5181.785487 = -5257146.846643
  nChanged 1006
		SP:Iteration 10Q (2621.460000 sec): 3 clusters
  Score: Raw -5263168.668025 + Penalty 5181.785487 = -5257986.882538
  nChanged 691
		SP:Iteration 11Q (2621.580000 sec): 3 clusters
  Score: Raw -5263607.599317 + Penalty 5181.785487 = -5258425.813830
  nChanged 494
		SP:Iteration 12Q (2621.690000 sec): 3 clusters
  Score: Raw -5263859.693473 + Penalty 5181.785487 = -5258677.907986
  nChanged 342
		SP:Iteration 13Q (2621.800000 sec): 3 clusters
  Score: Raw -5263996.765493 + Penalty 5181.785487 = -5258814.980006
  nChanged 252
		SP:Iteration 14Q (2621.900000 sec): 3 clusters
  Score: Raw -5264101.809681 + Penalty 5181.785487 = -5258920.024194
  nChanged 205
		SP:Iteration 15Q (2622.010000 sec): 3 clusters
  Score: Raw -5264179.119966 + Penalty 5181.785487 = -5258997.334479
  nChanged 183
		SP:Iteration 16Q (2622.120000 sec): 3 clusters
  Score: Raw -5264245.489773 + Penalty 5181.785487 = -5259063.704286
  nChanged 151
		SP:Iteration 17Q (2622.220000 sec): 3 clusters
  Score: Raw -5264294.610741 + Penalty 5181.785487 = -5259112.825254
  nChanged 146
		SP:Iteration 18Q (2622.320000 sec): 3 clusters
  Score: Raw -5264339.320868 + Penalty 5181.785487 = -5259157.535381
  nChanged 137
		SP:Iteration 19Q (2622.430000 sec): 3 clusters
  Score: Raw -5264385.969741 + Penalty 5181.785487 = -5259204.184254
  nChanged 114
		SP:Iteration 20F (2622.560000 sec): 3 clusters
  Score: Raw -5264424.672095 + Penalty 5181.785487 = -5259242.886608
  nChanged 93
		SP:Iteration 21Q (2622.660000 sec): 3 clusters
  Score: Raw -5264453.395507 + Penalty 5181.785487 = -5259271.610020
  nChanged 98
		SP:Iteration 22Q (2622.760000 sec): 3 clusters
  Score: Raw -5264493.257956 + Penalty 5181.785487 = -5259311.472469
  nChanged 108
		SP:Iteration 23Q (2622.860000 sec): 3 clusters
  Score: Raw -5264531.659287 + Penalty 5181.785487 = -5259349.873800
  nChanged 96
		SP:Iteration 24Q (2622.960000 sec): 3 clusters
  Score: Raw -5264563.325553 + Penalty 5181.785487 = -5259381.540066
  nChanged 77
		SP:Iteration 25Q (2623.060000 sec): 3 clusters
  Score: Raw -5264586.899123 + Penalty 5181.785487 = -5259405.113636
  nChanged 73
		SP:Iteration 26Q (2623.160000 sec): 3 clusters
  Score: Raw -5264612.760105 + Penalty 5181.785487 = -5259430.974618
  nChanged 88
		SP:Iteration 27Q (2623.260000 sec): 3 clusters
  Score: Raw -5264639.011371 + Penalty 5181.785487 = -5259457.225884
  nChanged 76
		SP:Iteration 28Q (2623.370000 sec): 3 clusters
  Score: Raw -5264664.217847 + Penalty 5181.785487 = -5259482.432360
  nChanged 79
		SP:Iteration 29Q (2623.460000 sec): 3 clusters
  Score: Raw -5264688.464895 + Penalty 5181.785487 = -5259506.679408
  nChanged 73
		SP:Iteration 30Q (2623.570000 sec): 3 clusters
  Score: Raw -5264713.625136 + Penalty 5181.785487 = -5259531.839649
  nChanged 62
		SP:Iteration 31Q (2623.660000 sec): 3 clusters
  Score: Raw -5264734.159867 + Penalty 5181.785487 = -5259552.374380
  nChanged 56
		SP:Iteration 32Q (2623.770000 sec): 3 clusters
  Score: Raw -5264754.884778 + Penalty 5181.785487 = -5259573.099291
  nChanged 53
		SP:Iteration 33Q (2623.870000 sec): 3 clusters
  Score: Raw -5264773.343226 + Penalty 5181.785487 = -5259591.557739
  nChanged 42
		SP:Iteration 34Q (2623.960000 sec): 3 clusters
  Score: Raw -5264788.559346 + Penalty 5181.785487 = -5259606.773859
  nChanged 56
		SP:Iteration 35Q (2624.060000 sec): 3 clusters
  Score: Raw -5264810.974799 + Penalty 5181.785487 = -5259629.189312
  nChanged 44
		SP:Iteration 36Q (2624.160000 sec): 3 clusters
  Score: Raw -5264828.710820 + Penalty 5181.785487 = -5259646.925333
  nChanged 39
		SP:Iteration 37Q (2624.260000 sec): 3 clusters
  Score: Raw -5264842.155046 + Penalty 5181.785487 = -5259660.369559
  nChanged 34
		SP:Iteration 38Q (2624.350000 sec): 3 clusters
  Score: Raw -5264853.759834 + Penalty 5181.785487 = -5259671.974347
  nChanged 40
		SP:Iteration 39Q (2624.450000 sec): 3 clusters
  Score: Raw -5264871.301547 + Penalty 5181.785487 = -5259689.516060
  nChanged 50
		SP:Iteration 40F (2624.580000 sec): 3 clusters
  Score: Raw -5264891.654218 + Penalty 5181.785487 = -5259709.868731
  nChanged 36
		SP:Iteration 41Q (2624.680000 sec): 3 clusters
  Score: Raw -5264908.283441 + Penalty 5181.785487 = -5259726.497954
  nChanged 42
		SP:Iteration 42Q (2624.780000 sec): 3 clusters
  Score: Raw -5264927.508747 + Penalty 5181.785487 = -5259745.723260
  nChanged 37
		SP:Iteration 43Q (2624.870000 sec): 3 clusters
  Score: Raw -5264946.316582 + Penalty 5181.785487 = -5259764.531095
  nChanged 38
		SP:Iteration 44Q (2624.960000 sec): 3 clusters
  Score: Raw -5264963.886178 + Penalty 5181.785487 = -5259782.100691
  nChanged 32
		SP:Iteration 45Q (2625.060000 sec): 3 clusters
  Score: Raw -5264977.227059 + Penalty 5181.785487 = -5259795.441572
  nChanged 22
		SP:Iteration 46Q (2625.160000 sec): 3 clusters
  Score: Raw -5264984.170654 + Penalty 5181.785487 = -5259802.385167
  nChanged 24
		SP:Iteration 47Q (2625.250000 sec): 3 clusters
  Score: Raw -5264993.384371 + Penalty 5181.785487 = -5259811.598884
  nChanged 24
		SP:Iteration 48Q (2625.340000 sec): 3 clusters
  Score: Raw -5265005.104433 + Penalty 5181.785487 = -5259823.318946
  nChanged 20
		SP:Iteration 49Q (2625.440000 sec): 3 clusters
  Score: Raw -5265015.562686 + Penalty 5181.785487 = -5259833.777199
  nChanged 19
		SP:Iteration 50Q (2625.540000 sec): 3 clusters
  Score: Raw -5265024.293688 + Penalty 5181.785487 = -5259842.508201
  nChanged 19
		SP:Iteration 51Q (2625.630000 sec): 3 clusters
  Score: Raw -5265032.670965 + Penalty 5181.785487 = -5259850.885478
  nChanged 13
		SP:Iteration 52Q (2625.720000 sec): 3 clusters
  Score: Raw -5265037.632365 + Penalty 5181.785487 = -5259855.846878
  nChanged 14
		SP:Iteration 53Q (2625.820000 sec): 3 clusters
  Score: Raw -5265043.034949 + Penalty 5181.785487 = -5259861.249462
  nChanged 7
		SP:Iteration 54Q (2625.910000 sec): 3 clusters
  Score: Raw -5265045.736064 + Penalty 5181.785487 = -5259863.950577
  nChanged 11
		SP:Iteration 55Q (2626.000000 sec): 3 clusters
  Score: Raw -5265051.083285 + Penalty 5181.785487 = -5259869.297798
  nChanged 10
		SP:Iteration 56Q (2626.100000 sec): 3 clusters
  Score: Raw -5265057.715990 + Penalty 5181.785487 = -5259875.930503
  nChanged 13
		SP:Iteration 57Q (2626.190000 sec): 3 clusters
  Score: Raw -5265064.927594 + Penalty 5181.785487 = -5259883.142107
  nChanged 10
		SP:Iteration 58Q (2626.280000 sec): 3 clusters
  Score: Raw -5265068.025202 + Penalty 5181.785487 = -5259886.239715
  nChanged 11
		SP:Iteration 59Q (2626.380000 sec): 3 clusters
  Score: Raw -5265072.337388 + Penalty 5181.785487 = -5259890.551901
  nChanged 3
		SP:Iteration 60F (2626.510000 sec): 3 clusters
  Score: Raw -5265073.604466 + Penalty 5181.785487 = -5259891.818979
  nChanged 4
		SP:Iteration 61Q (2626.600000 sec): 3 clusters
  Score: Raw -5265075.145330 + Penalty 5181.785487 = -5259893.359843
  nChanged 3
		SP:Iteration 62Q (2626.700000 sec): 3 clusters
  Score: Raw -5265076.011838 + Penalty 5181.785487 = -5259894.226351
  nChanged 2
		SP:Iteration 63Q (2626.790000 sec): 3 clusters
  Score: Raw -5265076.789083 + Penalty 5181.785487 = -5259895.003596
  nChanged 3
		SP:Iteration 64Q (2626.880000 sec): 3 clusters
  Score: Raw -5265078.086761 + Penalty 5181.785487 = -5259896.301274
  nChanged 2
		SP:Iteration 65Q (2626.980000 sec): 3 clusters
  Score: Raw -5265078.765222 + Penalty 5181.785487 = -5259896.979735
  nChanged 2
		SP:Iteration 66Q (2627.070000 sec): 3 clusters
  Score: Raw -5265079.515407 + Penalty 5181.785487 = -5259897.729920
  nChanged 0
		SP:Iteration 67F (2627.200000 sec): 3 clusters
  Score: Raw -5265079.515407 + Penalty 5181.785487 = -5259897.729920
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 31 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2627.220000 sec): 2 clusters
  Score: Raw -27088.895071 + Penalty 1372.280593 = -25716.614478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2627.220000 sec): 3 clusters
  Score: Raw -27317.332098 + Penalty 2744.561186 = -24572.770912
  nChanged 33
		SP:Iteration 1F (2627.220000 sec): 3 clusters
  Score: Raw -27450.090675 + Penalty 2744.561186 = -24705.529488
  nChanged 22
		SP:Iteration 2F (2627.220000 sec): 3 clusters
  Score: Raw -27641.077679 + Penalty 2744.561186 = -24896.516492
  nChanged 9
		SP:Iteration 3Q (2627.220000 sec): 3 clusters
  Score: Raw -27686.033305 + Penalty 2744.561186 = -24941.472118
  nChanged 8
		SP:Iteration 4Q (2627.220000 sec): 3 clusters
  Score: Raw -27748.198124 + Penalty 2744.561186 = -25003.636938
  nChanged 2
		SP:Iteration 5Q (2627.220000 sec): 3 clusters
  Score: Raw -27764.602045 + Penalty 2744.561186 = -25020.040859
  nChanged 0
		SP:Iteration 6F (2627.220000 sec): 3 clusters
  Score: Raw -27764.602045 + Penalty 2744.561186 = -25020.040859
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 32 (721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2627.220000 sec): 2 clusters
  Score: Raw -92353.119768 + Penalty 1631.998506 = -90721.121262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2627.230000 sec): 3 clusters
  Score: Raw -92285.587274 + Penalty 3263.997012 = -89021.590262
  nChanged 165
		SP:Iteration 1F (2627.230000 sec): 3 clusters
  Score: Raw -92574.875198 + Penalty 3263.997012 = -89310.878185
  nChanged 56
		SP:Iteration 2F (2627.230000 sec): 3 clusters
  Score: Raw -92688.165006 + Penalty 3263.997012 = -89424.167994
  nChanged 37
		SP:Iteration 3F (2627.240000 sec): 3 clusters
  Score: Raw -92812.791614 + Penalty 3263.997012 = -89548.794602
  nChanged 29
		SP:Iteration 4Q (2627.240000 sec): 3 clusters
  Score: Raw -92928.986826 + Penalty 3263.997012 = -89664.989814
  nChanged 20
		SP:Iteration 5Q (2627.240000 sec): 3 clusters
  Score: Raw -92988.607720 + Penalty 3263.997012 = -89724.610708
  nChanged 24
		SP:Iteration 6Q (2627.240000 sec): 3 clusters
  Score: Raw -93089.457559 + Penalty 3263.997012 = -89825.460547
  nChanged 16
		SP:Iteration 7Q (2627.240000 sec): 3 clusters
  Score: Raw -93173.197087 + Penalty 3263.997012 = -89909.200075
  nChanged 16
		SP:Iteration 8Q (2627.250000 sec): 3 clusters
  Score: Raw -93227.555237 + Penalty 3263.997012 = -89963.558225
  nChanged 10
		SP:Iteration 9Q (2627.250000 sec): 3 clusters
  Score: Raw -93249.308157 + Penalty 3263.997012 = -89985.311145
  nChanged 9
		SP:Iteration 10Q (2627.250000 sec): 3 clusters
  Score: Raw -93273.859046 + Penalty 3263.997012 = -90009.862034
  nChanged 4
		SP:Iteration 11Q (2627.260000 sec): 3 clusters
  Score: Raw -93285.914432 + Penalty 3263.997012 = -90021.917420
  nChanged 3
		SP:Iteration 12Q (2627.260000 sec): 3 clusters
  Score: Raw -93289.571321 + Penalty 3263.997012 = -90025.574309
  nChanged 4
		SP:Iteration 13Q (2627.260000 sec): 3 clusters
  Score: Raw -93298.656310 + Penalty 3263.997012 = -90034.659297
  nChanged 5
		SP:Iteration 14Q (2627.260000 sec): 3 clusters
  Score: Raw -93307.384198 + Penalty 3263.997012 = -90043.387186
  nChanged 3
		SP:Iteration 15Q (2627.260000 sec): 3 clusters
  Score: Raw -93321.589441 + Penalty 3263.997012 = -90057.592429
  nChanged 3
		SP:Iteration 16Q (2627.260000 sec): 3 clusters
  Score: Raw -93324.209959 + Penalty 3263.997012 = -90060.212947
  nChanged 2
		SP:Iteration 17Q (2627.270000 sec): 3 clusters
  Score: Raw -93327.956730 + Penalty 3263.997012 = -90063.959718
  nChanged 2
		SP:Iteration 18Q (2627.270000 sec): 3 clusters
  Score: Raw -93335.231235 + Penalty 3263.997012 = -90071.234223
  nChanged 3
		SP:Iteration 19Q (2627.270000 sec): 3 clusters
  Score: Raw -93342.538932 + Penalty 3263.997012 = -90078.541920
  nChanged 2
		SP:Iteration 20F (2627.280000 sec): 3 clusters
  Score: Raw -93347.390187 + Penalty 3263.997012 = -90083.393175
  nChanged 2
		SP:Iteration 21Q (2627.280000 sec): 3 clusters
  Score: Raw -93351.631330 + Penalty 3263.997012 = -90087.634318
  nChanged 3
		SP:Iteration 22Q (2627.280000 sec): 3 clusters
  Score: Raw -93357.660847 + Penalty 3263.997012 = -90093.663835
  nChanged 2
		SP:Iteration 23Q (2627.280000 sec): 3 clusters
  Score: Raw -93359.701390 + Penalty 3263.997012 = -90095.704378
  nChanged 0
		SP:Iteration 24F (2627.280000 sec): 3 clusters
  Score: Raw -93359.701390 + Penalty 3263.997012 = -90095.704378
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 33 (193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2627.290000 sec): 2 clusters
  Score: Raw -25068.601729 + Penalty 1305.147167 = -23763.454562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2627.290000 sec): 3 clusters
  Score: Raw -25475.950536 + Penalty 2610.294334 = -22865.656202
  nChanged 22
		SP:Iteration 1F (2627.290000 sec): 3 clusters
  Score: Raw -25588.137643 + Penalty 2610.294334 = -22977.843309
  nChanged 2
		SP:Iteration 2Q (2627.290000 sec): 3 clusters
  Score: Raw -25652.909530 + Penalty 2610.294334 = -23042.615197
  nChanged 2
		SP:Iteration 3Q (2627.290000 sec): 3 clusters
  Score: Raw -25660.072210 + Penalty 2610.294334 = -23049.777877
  nChanged 0
		SP:Iteration 4F (2627.290000 sec): 3 clusters
  Score: Raw -25660.072210 + Penalty 2610.294334 = -23049.777877
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 34 (927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2627.300000 sec): 2 clusters
  Score: Raw -122976.049857 + Penalty 1694.324484 = -121281.725372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2627.300000 sec): 3 clusters
  Score: Raw -122773.358354 + Penalty 3388.648969 = -119384.709386
  nChanged 241
		SP:Iteration 1F (2627.300000 sec): 3 clusters
  Score: Raw -123053.379577 + Penalty 3388.648969 = -119664.730609
  nChanged 44
		SP:Iteration 2Q (2627.310000 sec): 3 clusters
  Score: Raw -123119.802639 + Penalty 3388.648969 = -119731.153670
  nChanged 30
		SP:Iteration 3Q (2627.310000 sec): 3 clusters
  Score: Raw -123160.186479 + Penalty 3388.648969 = -119771.537510
  nChanged 22
		SP:Iteration 4Q (2627.310000 sec): 3 clusters
  Score: Raw -123187.730836 + Penalty 3388.648969 = -119799.081868
  nChanged 10
		SP:Iteration 5Q (2627.320000 sec): 3 clusters
  Score: Raw -123198.626147 + Penalty 3388.648969 = -119809.977179
  nChanged 7
		SP:Iteration 6Q (2627.320000 sec): 3 clusters
  Score: Raw -123205.918087 + Penalty 3388.648969 = -119817.269118
  nChanged 7
		SP:Iteration 7Q (2627.320000 sec): 3 clusters
  Score: Raw -123214.808321 + Penalty 3388.648969 = -119826.159353
  nChanged 5
		SP:Iteration 8Q (2627.330000 sec): 3 clusters
  Score: Raw -123220.046483 + Penalty 3388.648969 = -119831.397514
  nChanged 4
		SP:Iteration 9Q (2627.330000 sec): 3 clusters
  Score: Raw -123225.971073 + Penalty 3388.648969 = -119837.322104
  nChanged 6
		SP:Iteration 10Q (2627.330000 sec): 3 clusters
  Score: Raw -123233.937717 + Penalty 3388.648969 = -119845.288749
  nChanged 6
		SP:Iteration 11Q (2627.340000 sec): 3 clusters
  Score: Raw -123243.941268 + Penalty 3388.648969 = -119855.292300
  nChanged 9
		SP:Iteration 12Q (2627.340000 sec): 3 clusters
  Score: Raw -123264.213262 + Penalty 3388.648969 = -119875.564293
  nChanged 9
		SP:Iteration 13Q (2627.340000 sec): 3 clusters
  Score: Raw -123285.067787 + Penalty 3388.648969 = -119896.418819
  nChanged 8
		SP:Iteration 14Q (2627.350000 sec): 3 clusters
  Score: Raw -123300.287462 + Penalty 3388.648969 = -119911.638493
  nChanged 10
		SP:Iteration 15Q (2627.350000 sec): 3 clusters
  Score: Raw -123317.401246 + Penalty 3388.648969 = -119928.752277
  nChanged 10
		SP:Iteration 16Q (2627.350000 sec): 3 clusters
  Score: Raw -123333.747970 + Penalty 3388.648969 = -119945.099002
  nChanged 9
		SP:Iteration 17Q (2627.360000 sec): 3 clusters
  Score: Raw -123348.519503 + Penalty 3388.648969 = -119959.870534
  nChanged 3
		SP:Iteration 18Q (2627.360000 sec): 3 clusters
  Score: Raw -123351.973882 + Penalty 3388.648969 = -119963.324914
  nChanged 2
		SP:Iteration 19Q (2627.360000 sec): 3 clusters
  Score: Raw -123355.606456 + Penalty 3388.648969 = -119966.957488
  nChanged 4
		SP:Iteration 20F (2627.360000 sec): 3 clusters
  Score: Raw -123363.732834 + Penalty 3388.648969 = -119975.083865
  nChanged 7
		SP:Iteration 21Q (2627.370000 sec): 3 clusters
  Score: Raw -123376.106902 + Penalty 3388.648969 = -119987.457933
  nChanged 7
		SP:Iteration 22Q (2627.370000 sec): 3 clusters
  Score: Raw -123385.826521 + Penalty 3388.648969 = -119997.177553
  nChanged 4
		SP:Iteration 23Q (2627.380000 sec): 3 clusters
  Score: Raw -123391.631077 + Penalty 3388.648969 = -120002.982108
  nChanged 10
		SP:Iteration 24Q (2627.380000 sec): 3 clusters
  Score: Raw -123404.846536 + Penalty 3388.648969 = -120016.197567
  nChanged 4
		SP:Iteration 25Q (2627.380000 sec): 3 clusters
  Score: Raw -123411.000074 + Penalty 3388.648969 = -120022.351105
  nChanged 3
		SP:Iteration 26Q (2627.380000 sec): 3 clusters
  Score: Raw -123414.067471 + Penalty 3388.648969 = -120025.418502
  nChanged 2
		SP:Iteration 27Q (2627.390000 sec): 3 clusters
  Score: Raw -123416.829252 + Penalty 3388.648969 = -120028.180284
  nChanged 2
		SP:Iteration 28Q (2627.390000 sec): 3 clusters
  Score: Raw -123419.057527 + Penalty 3388.648969 = -120030.408559
  nChanged 1
		SP:Iteration 29Q (2627.400000 sec): 3 clusters
  Score: Raw -123419.692140 + Penalty 3388.648969 = -120031.043171
  nChanged 1
		SP:Iteration 30Q (2627.400000 sec): 3 clusters
  Score: Raw -123422.050694 + Penalty 3388.648969 = -120033.401725
  nChanged 1
		SP:Iteration 31Q (2627.400000 sec): 3 clusters
  Score: Raw -123424.930778 + Penalty 3388.648969 = -120036.281809
  nChanged 2
		SP:Iteration 32Q (2627.400000 sec): 3 clusters
  Score: Raw -123428.050845 + Penalty 3388.648969 = -120039.401876
  nChanged 3
		SP:Iteration 33Q (2627.410000 sec): 3 clusters
  Score: Raw -123435.439033 + Penalty 3388.648969 = -120046.790064
  nChanged 6
		SP:Iteration 34Q (2627.410000 sec): 3 clusters
  Score: Raw -123448.817712 + Penalty 3388.648969 = -120060.168744
  nChanged 9
		SP:Iteration 35Q (2627.410000 sec): 3 clusters
  Score: Raw -123467.396514 + Penalty 3388.648969 = -120078.747545
  nChanged 5
		SP:Iteration 36Q (2627.420000 sec): 3 clusters
  Score: Raw -123475.367919 + Penalty 3388.648969 = -120086.718951
  nChanged 0
		SP:Iteration 37F (2627.420000 sec): 3 clusters
  Score: Raw -123475.367919 + Penalty 3388.648969 = -120086.718951
  nChanged 0
Iteration 179Q (2635.600000 sec): 35 clusters
  Score: Raw -117615553.919569 + Penalty 114739.327988 = -117500814.591580
  nChanged 272
Iteration 180F (2671.730000 sec): 35 clusters
  Score: Raw -117615645.547818 + Penalty 114739.327988 = -117500906.219830
  nChanged 224
Iteration 181Q (2679.910000 sec): 35 clusters
  Score: Raw -117615722.600652 + Penalty 114739.327988 = -117500983.272664
  nChanged 205
Iteration 182Q (2688.100000 sec): 35 clusters
  Score: Raw -117615748.115502 + Penalty 114739.327988 = -117501008.787514
  nChanged 186
Iteration 183Q (2696.290000 sec): 35 clusters
  Score: Raw -117615764.956515 + Penalty 114739.327988 = -117501025.628527
  nChanged 173
Iteration 184Q (2704.440000 sec): 35 clusters
  Score: Raw -117615775.472350 + Penalty 114739.327988 = -117501036.144362
  nChanged 158
Iteration 185Q (2712.550000 sec): 35 clusters
  Score: Raw -117615786.373614 + Penalty 114739.327988 = -117501047.045626
  nChanged 134
Iteration 186Q (2720.690000 sec): 35 clusters
  Score: Raw -117615794.451779 + Penalty 114739.327988 = -117501055.123791
  nChanged 140
Iteration 187Q (2728.830000 sec): 35 clusters
  Score: Raw -117615803.265148 + Penalty 114739.327988 = -117501063.937160
  nChanged 145
Iteration 188Q (2736.960000 sec): 35 clusters
  Score: Raw -117615810.688762 + Penalty 114739.327988 = -117501071.360774
  nChanged 120
Iteration 189Q (2745.190000 sec): 35 clusters
  Score: Raw -117615816.073856 + Penalty 114739.327988 = -117501076.745867
  nChanged 107
Iteration 190Q (2753.390000 sec): 35 clusters
  Score: Raw -117615820.470589 + Penalty 114739.327988 = -117501081.142601
  nChanged 84
Iteration 191Q (2761.550000 sec): 35 clusters
  Score: Raw -117615824.001297 + Penalty 114739.327988 = -117501084.673309
  nChanged 77
Iteration 192Q (2769.710000 sec): 35 clusters
  Score: Raw -117615827.683336 + Penalty 114739.327988 = -117501088.355348
  nChanged 98
Iteration 193Q (2777.920000 sec): 35 clusters
  Score: Raw -117615831.601663 + Penalty 114739.327988 = -117501092.273674
  nChanged 90
Iteration 194Q (2786.100000 sec): 35 clusters
  Score: Raw -117615836.985377 + Penalty 114739.327988 = -117501097.657389
  nChanged 86
Iteration 195Q (2794.290000 sec): 35 clusters
  Score: Raw -117615840.794582 + Penalty 114739.327988 = -117501101.466594
  nChanged 91
Iteration 196Q (2802.460000 sec): 35 clusters
  Score: Raw -117615843.654743 + Penalty 114739.327988 = -117501104.326754
  nChanged 82
Iteration 197Q (2810.600000 sec): 35 clusters
  Score: Raw -117615846.322174 + Penalty 114739.327988 = -117501106.994186
  nChanged 72
Iteration 198Q (2818.740000 sec): 35 clusters
  Score: Raw -117615848.291191 + Penalty 114739.327988 = -117501108.963202
  nChanged 59
Iteration 199Q (2826.880000 sec): 35 clusters
  Score: Raw -117615850.692516 + Penalty 114739.327988 = -117501111.364528
  nChanged 52
Iteration 200F (2863.030000 sec): 35 clusters
  Score: Raw -117615853.147531 + Penalty 114739.327988 = -117501113.819543
  nChanged 57
Iteration 201Q (2871.250000 sec): 35 clusters
  Score: Raw -117615855.549404 + Penalty 114739.327988 = -117501116.221416
  nChanged 49
Iteration 202Q (2879.400000 sec): 35 clusters
  Score: Raw -117615857.225171 + Penalty 114739.327988 = -117501117.897183
  nChanged 36
Iteration 203Q (2887.530000 sec): 35 clusters
  Score: Raw -117615858.795139 + Penalty 114739.327988 = -117501119.467151
  nChanged 31
Iteration 204Q (2895.670000 sec): 35 clusters
  Score: Raw -117615860.286702 + Penalty 114739.327988 = -117501120.958714
  nChanged 41
Iteration 205Q (2903.820000 sec): 35 clusters
  Score: Raw -117615861.778098 + Penalty 114739.327988 = -117501122.450110
  nChanged 30
Iteration 206Q (2912.070000 sec): 35 clusters
  Score: Raw -117615862.682446 + Penalty 114739.327988 = -117501123.354458
  nChanged 32
Iteration 207Q (2920.270000 sec): 35 clusters
  Score: Raw -117615863.348063 + Penalty 114739.327988 = -117501124.020074
  nChanged 24
Iteration 208Q (2928.410000 sec): 35 clusters
  Score: Raw -117615863.843794 + Penalty 114739.327988 = -117501124.515806
  nChanged 24
Iteration 209Q (2936.570000 sec): 35 clusters
  Score: Raw -117615864.137778 + Penalty 114739.327988 = -117501124.809789
  nChanged 23
Iteration 210Q (2944.710000 sec): 35 clusters
  Score: Raw -117615864.340904 + Penalty 114739.327988 = -117501125.012915
  nChanged 24
Iteration 211Q (2952.870000 sec): 35 clusters
  Score: Raw -117615864.585704 + Penalty 114739.327988 = -117501125.257716
  nChanged 16
Iteration 212Q (2961.060000 sec): 35 clusters
  Score: Raw -117615864.715477 + Penalty 114739.327988 = -117501125.387489
  nChanged 6
Iteration 213Q (2969.210000 sec): 35 clusters
  Score: Raw -117615864.760206 + Penalty 114739.327988 = -117501125.432218
  nChanged 8
Iteration 214Q (2977.320000 sec): 35 clusters
  Score: Raw -117615864.857426 + Penalty 114739.327988 = -117501125.529438
  nChanged 11
Iteration 215Q (2985.480000 sec): 35 clusters
  Score: Raw -117615865.023168 + Penalty 114739.327988 = -117501125.695180
  nChanged 10
Iteration 216Q (2993.600000 sec): 35 clusters
  Score: Raw -117615865.246423 + Penalty 114739.327988 = -117501125.918435
  nChanged 7
Iteration 217Q (3001.950000 sec): 35 clusters
  Score: Raw -117615865.470095 + Penalty 114739.327988 = -117501126.142107
  nChanged 9
Iteration 218Q (3010.550000 sec): 35 clusters
  Score: Raw -117615865.816945 + Penalty 114739.327988 = -117501126.488957
  nChanged 7
Writing temp clu file 
Because OldScore, -117501126.142107, is greater than current (better) Score,-117501126.488957 
 Compute initial score before splitting:   Score: Raw -117615865.816945 + Penalty 114739.327988 = -117501126.488957
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3010.700000 sec): 2 clusters
  Score: Raw -122761.033076 + Penalty 1666.315262 = -121094.717813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3010.700000 sec): 3 clusters
  Score: Raw -122599.237833 + Penalty 3332.630525 = -119266.607309
  nChanged 186
		SP:Iteration 1F (3010.700000 sec): 3 clusters
  Score: Raw -122809.135008 + Penalty 3332.630525 = -119476.504483
  nChanged 42
		SP:Iteration 2F (3010.710000 sec): 3 clusters
  Score: Raw -122874.541583 + Penalty 3332.630525 = -119541.911058
  nChanged 18
		SP:Iteration 3Q (3010.710000 sec): 3 clusters
  Score: Raw -122910.629772 + Penalty 3332.630525 = -119577.999247
  nChanged 16
		SP:Iteration 4Q (3010.710000 sec): 3 clusters
  Score: Raw -122930.234702 + Penalty 3332.630525 = -119597.604177
  nChanged 4
		SP:Iteration 5Q (3010.720000 sec): 3 clusters
  Score: Raw -122934.051399 + Penalty 3332.630525 = -119601.420875
  nChanged 4
		SP:Iteration 6Q (3010.720000 sec): 3 clusters
  Score: Raw -122936.793869 + Penalty 3332.630525 = -119604.163344
  nChanged 4
		SP:Iteration 7Q (3010.720000 sec): 3 clusters
  Score: Raw -122945.254341 + Penalty 3332.630525 = -119612.623816
  nChanged 7
		SP:Iteration 8Q (3010.730000 sec): 3 clusters
  Score: Raw -122951.196779 + Penalty 3332.630525 = -119618.566254
  nChanged 4
		SP:Iteration 9Q (3010.730000 sec): 3 clusters
  Score: Raw -122954.513815 + Penalty 3332.630525 = -119621.883290
  nChanged 0
		SP:Iteration 10F (3010.730000 sec): 3 clusters
  Score: Raw -122954.513815 + Penalty 3332.630525 = -119621.883290
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3010.740000 sec): 2 clusters
  Score: Raw -179904.369306 + Penalty 1762.234960 = -178142.134345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3010.740000 sec): 3 clusters
  Score: Raw -179550.976430 + Penalty 3524.469920 = -176026.506510
  nChanged 318
		SP:Iteration 1F (3010.750000 sec): 3 clusters
  Score: Raw -179840.285299 + Penalty 3524.469920 = -176315.815378
  nChanged 77
		SP:Iteration 2F (3010.750000 sec): 3 clusters
  Score: Raw -179940.870083 + Penalty 3524.469920 = -176416.400163
  nChanged 52
		SP:Iteration 3Q (3010.760000 sec): 3 clusters
  Score: Raw -180052.597899 + Penalty 3524.469920 = -176528.127979
  nChanged 49
		SP:Iteration 4Q (3010.760000 sec): 3 clusters
  Score: Raw -180139.148989 + Penalty 3524.469920 = -176614.679069
  nChanged 40
		SP:Iteration 5Q (3010.770000 sec): 3 clusters
  Score: Raw -180203.345668 + Penalty 3524.469920 = -176678.875748
  nChanged 40
		SP:Iteration 6Q (3010.770000 sec): 3 clusters
  Score: Raw -180264.988909 + Penalty 3524.469920 = -176740.518989
  nChanged 34
		SP:Iteration 7Q (3010.780000 sec): 3 clusters
  Score: Raw -180306.593399 + Penalty 3524.469920 = -176782.123478
  nChanged 27
		SP:Iteration 8Q (3010.780000 sec): 3 clusters
  Score: Raw -180360.116383 + Penalty 3524.469920 = -176835.646463
  nChanged 22
		SP:Iteration 9Q (3010.790000 sec): 3 clusters
  Score: Raw -180388.766076 + Penalty 3524.469920 = -176864.296155
  nChanged 20
		SP:Iteration 10Q (3010.790000 sec): 3 clusters
  Score: Raw -180421.995615 + Penalty 3524.469920 = -176897.525695
  nChanged 21
		SP:Iteration 11Q (3010.790000 sec): 3 clusters
  Score: Raw -180449.547826 + Penalty 3524.469920 = -176925.077905
  nChanged 19
		SP:Iteration 12Q (3010.800000 sec): 3 clusters
  Score: Raw -180480.141792 + Penalty 3524.469920 = -176955.671872
  nChanged 12
		SP:Iteration 13Q (3010.810000 sec): 3 clusters
  Score: Raw -180495.959215 + Penalty 3524.469920 = -176971.489294
  nChanged 12
		SP:Iteration 14Q (3010.810000 sec): 3 clusters
  Score: Raw -180508.712788 + Penalty 3524.469920 = -176984.242868
  nChanged 16
		SP:Iteration 15Q (3010.810000 sec): 3 clusters
  Score: Raw -180527.084019 + Penalty 3524.469920 = -177002.614099
  nChanged 9
		SP:Iteration 16Q (3010.820000 sec): 3 clusters
  Score: Raw -180537.504647 + Penalty 3524.469920 = -177013.034727
  nChanged 8
		SP:Iteration 17Q (3010.820000 sec): 3 clusters
  Score: Raw -180546.861153 + Penalty 3524.469920 = -177022.391233
  nChanged 5
		SP:Iteration 18Q (3010.830000 sec): 3 clusters
  Score: Raw -180551.449959 + Penalty 3524.469920 = -177026.980039
  nChanged 5
		SP:Iteration 19Q (3010.830000 sec): 3 clusters
  Score: Raw -180558.029417 + Penalty 3524.469920 = -177033.559497
  nChanged 1
		SP:Iteration 20F (3010.840000 sec): 3 clusters
  Score: Raw -180558.829379 + Penalty 3524.469920 = -177034.359459
  nChanged 1
		SP:Iteration 21Q (3010.840000 sec): 3 clusters
  Score: Raw -180559.537263 + Penalty 3524.469920 = -177035.067343
  nChanged 3
		SP:Iteration 22Q (3010.850000 sec): 3 clusters
  Score: Raw -180572.697001 + Penalty 3524.469920 = -177048.227081
  nChanged 3
		SP:Iteration 23Q (3010.850000 sec): 3 clusters
  Score: Raw -180576.252687 + Penalty 3524.469920 = -177051.782767
  nChanged 1
		SP:Iteration 24Q (3010.850000 sec): 3 clusters
  Score: Raw -180578.554696 + Penalty 3524.469920 = -177054.084776
  nChanged 3
		SP:Iteration 25Q (3010.860000 sec): 3 clusters
  Score: Raw -180587.326782 + Penalty 3524.469920 = -177062.856861
  nChanged 4
		SP:Iteration 26Q (3010.860000 sec): 3 clusters
  Score: Raw -180595.191572 + Penalty 3524.469920 = -177070.721652
  nChanged 5
		SP:Iteration 27Q (3010.870000 sec): 3 clusters
  Score: Raw -180601.603918 + Penalty 3524.469920 = -177077.133998
  nChanged 4
		SP:Iteration 28Q (3010.870000 sec): 3 clusters
  Score: Raw -180607.852864 + Penalty 3524.469920 = -177083.382943
  nChanged 4
		SP:Iteration 29Q (3010.870000 sec): 3 clusters
  Score: Raw -180611.599987 + Penalty 3524.469920 = -177087.130067
  nChanged 5
		SP:Iteration 30Q (3010.880000 sec): 3 clusters
  Score: Raw -180615.634516 + Penalty 3524.469920 = -177091.164596
  nChanged 2
		SP:Iteration 31Q (3010.890000 sec): 3 clusters
  Score: Raw -180622.481099 + Penalty 3524.469920 = -177098.011179
  nChanged 2
		SP:Iteration 32Q (3010.890000 sec): 3 clusters
  Score: Raw -180624.496903 + Penalty 3524.469920 = -177100.026983
  nChanged 1
		SP:Iteration 33Q (3010.890000 sec): 3 clusters
  Score: Raw -180625.814827 + Penalty 3524.469920 = -177101.344907
  nChanged 2
		SP:Iteration 34Q (3010.900000 sec): 3 clusters
  Score: Raw -180630.637098 + Penalty 3524.469920 = -177106.167178
  nChanged 3
		SP:Iteration 35Q (3010.900000 sec): 3 clusters
  Score: Raw -180635.915886 + Penalty 3524.469920 = -177111.445965
  nChanged 3
		SP:Iteration 36Q (3010.910000 sec): 3 clusters
  Score: Raw -180639.541183 + Penalty 3524.469920 = -177115.071263
  nChanged 5
		SP:Iteration 37Q (3010.910000 sec): 3 clusters
  Score: Raw -180646.314628 + Penalty 3524.469920 = -177121.844708
  nChanged 5
		SP:Iteration 38Q (3010.910000 sec): 3 clusters
  Score: Raw -180654.169808 + Penalty 3524.469920 = -177129.699887
  nChanged 4
		SP:Iteration 39Q (3010.920000 sec): 3 clusters
  Score: Raw -180660.662659 + Penalty 3524.469920 = -177136.192739
  nChanged 5
		SP:Iteration 40F (3010.920000 sec): 3 clusters
  Score: Raw -180666.365199 + Penalty 3524.469920 = -177141.895279
  nChanged 4
		SP:Iteration 41Q (3010.930000 sec): 3 clusters
  Score: Raw -180669.495774 + Penalty 3524.469920 = -177145.025854
  nChanged 2
		SP:Iteration 42Q (3010.930000 sec): 3 clusters
  Score: Raw -180671.590573 + Penalty 3524.469920 = -177147.120653
  nChanged 1
		SP:Iteration 43Q (3010.940000 sec): 3 clusters
  Score: Raw -180672.035922 + Penalty 3524.469920 = -177147.566002
  nChanged 2
		SP:Iteration 44Q (3010.940000 sec): 3 clusters
  Score: Raw -180674.542113 + Penalty 3524.469920 = -177150.072193
  nChanged 2
		SP:Iteration 45Q (3010.950000 sec): 3 clusters
  Score: Raw -180676.391196 + Penalty 3524.469920 = -177151.921275
  nChanged 0
		SP:Iteration 46F (3010.950000 sec): 3 clusters
  Score: Raw -180676.391196 + Penalty 3524.469920 = -177151.921275
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3010.950000 sec): 2 clusters
  Score: Raw -22540.062065 + Penalty 1297.314937 = -21242.747128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3010.950000 sec): 3 clusters
  Score: Raw -22854.968678 + Penalty 2594.629874 = -20260.338804
  nChanged 26
		SP:Iteration 1F (3010.950000 sec): 3 clusters
  Score: Raw -23003.305228 + Penalty 2594.629874 = -20408.675354
  nChanged 10
		SP:Iteration 2F (3010.950000 sec): 3 clusters
  Score: Raw -23048.037317 + Penalty 2594.629874 = -20453.407443
  nChanged 5
		SP:Iteration 3Q (3010.950000 sec): 3 clusters
  Score: Raw -23077.464398 + Penalty 2594.629874 = -20482.834524
  nChanged 4
		SP:Iteration 4Q (3010.960000 sec): 3 clusters
  Score: Raw -23178.489560 + Penalty 2594.629874 = -20583.859686
  nChanged 3
		SP:Iteration 5Q (3010.960000 sec): 3 clusters
  Score: Raw -23191.996654 + Penalty 2594.629874 = -20597.366780
  nChanged 2
		SP:Iteration 6Q (3010.960000 sec): 3 clusters
  Score: Raw -23203.638441 + Penalty 2594.629874 = -20609.008567
  nChanged 0
		SP:Iteration 7F (3010.960000 sec): 3 clusters
  Score: Raw -23203.638441 + Penalty 2594.629874 = -20609.008567
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (2808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3010.970000 sec): 2 clusters
  Score: Raw -412082.647571 + Penalty 1969.176486 = -410113.471085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3010.980000 sec): 3 clusters
  Score: Raw -410926.325514 + Penalty 3938.352972 = -406987.972543
  nChanged 957
		SP:Iteration 1F (3010.990000 sec): 3 clusters
  Score: Raw -411614.299857 + Penalty 3938.352972 = -407675.946885
  nChanged 224
		SP:Iteration 2F (3011.010000 sec): 3 clusters
  Score: Raw -411825.697696 + Penalty 3938.352972 = -407887.344724
  nChanged 153
		SP:Iteration 3F (3011.010000 sec): 3 clusters
  Score: Raw -411959.481683 + Penalty 3938.352972 = -408021.128711
  nChanged 114
		SP:Iteration 4Q (3011.030000 sec): 3 clusters
  Score: Raw -412075.596595 + Penalty 3938.352972 = -408137.243624
  nChanged 118
		SP:Iteration 5Q (3011.040000 sec): 3 clusters
  Score: Raw -412179.765664 + Penalty 3938.352972 = -408241.412693
  nChanged 110
		SP:Iteration 6Q (3011.050000 sec): 3 clusters
  Score: Raw -412279.978623 + Penalty 3938.352972 = -408341.625651
  nChanged 102
		SP:Iteration 7Q (3011.060000 sec): 3 clusters
  Score: Raw -412388.190535 + Penalty 3938.352972 = -408449.837563
  nChanged 102
		SP:Iteration 8Q (3011.070000 sec): 3 clusters
  Score: Raw -412474.260300 + Penalty 3938.352972 = -408535.907329
  nChanged 67
		SP:Iteration 9Q (3011.080000 sec): 3 clusters
  Score: Raw -412538.301719 + Penalty 3938.352972 = -408599.948747
  nChanged 65
		SP:Iteration 10Q (3011.090000 sec): 3 clusters
  Score: Raw -412595.696514 + Penalty 3938.352972 = -408657.343542
  nChanged 67
		SP:Iteration 11Q (3011.100000 sec): 3 clusters
  Score: Raw -412655.277915 + Penalty 3938.352972 = -408716.924944
  nChanged 57
		SP:Iteration 12Q (3011.110000 sec): 3 clusters
  Score: Raw -412713.104544 + Penalty 3938.352972 = -408774.751572
  nChanged 59
		SP:Iteration 13Q (3011.130000 sec): 3 clusters
  Score: Raw -412779.311291 + Penalty 3938.352972 = -408840.958319
  nChanged 54
		SP:Iteration 14Q (3011.130000 sec): 3 clusters
  Score: Raw -412838.164107 + Penalty 3938.352972 = -408899.811135
  nChanged 37
		SP:Iteration 15Q (3011.150000 sec): 3 clusters
  Score: Raw -412883.158313 + Penalty 3938.352972 = -408944.805341
  nChanged 33
		SP:Iteration 16Q (3011.150000 sec): 3 clusters
  Score: Raw -412913.173834 + Penalty 3938.352972 = -408974.820863
  nChanged 17
		SP:Iteration 17Q (3011.170000 sec): 3 clusters
  Score: Raw -412933.658274 + Penalty 3938.352972 = -408995.305303
  nChanged 12
		SP:Iteration 18Q (3011.170000 sec): 3 clusters
  Score: Raw -412944.666310 + Penalty 3938.352972 = -409006.313338
  nChanged 14
		SP:Iteration 19Q (3011.180000 sec): 3 clusters
  Score: Raw -412955.346695 + Penalty 3938.352972 = -409016.993724
  nChanged 10
		SP:Iteration 20F (3011.190000 sec): 3 clusters
  Score: Raw -412963.831836 + Penalty 3938.352972 = -409025.478865
  nChanged 7
		SP:Iteration 21Q (3011.210000 sec): 3 clusters
  Score: Raw -412968.261543 + Penalty 3938.352972 = -409029.908571
  nChanged 3
		SP:Iteration 22Q (3011.210000 sec): 3 clusters
  Score: Raw -412970.622627 + Penalty 3938.352972 = -409032.269656
  nChanged 5
		SP:Iteration 23Q (3011.220000 sec): 3 clusters
  Score: Raw -412973.343977 + Penalty 3938.352972 = -409034.991005
  nChanged 0
		SP:Iteration 24F (3011.230000 sec): 3 clusters
  Score: Raw -412973.343977 + Penalty 3938.352972 = -409034.991005
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3011.240000 sec): 2 clusters
  Score: Raw -77809.852459 + Penalty 1571.093454 = -76238.759005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3011.240000 sec): 3 clusters
  Score: Raw -77855.282703 + Penalty 3142.186909 = -74713.095795
  nChanged 137
		SP:Iteration 1F (3011.240000 sec): 3 clusters
  Score: Raw -78294.564687 + Penalty 3142.186909 = -75152.377778
  nChanged 64
		SP:Iteration 2F (3011.250000 sec): 3 clusters
  Score: Raw -78655.506074 + Penalty 3142.186909 = -75513.319165
  nChanged 38
		SP:Iteration 3F (3011.250000 sec): 3 clusters
  Score: Raw -78918.512353 + Penalty 3142.186909 = -75776.325444
  nChanged 27
		SP:Iteration 4Q (3011.250000 sec): 3 clusters
  Score: Raw -79029.113579 + Penalty 3142.186909 = -75886.926670
  nChanged 14
		SP:Iteration 5Q (3011.250000 sec): 3 clusters
  Score: Raw -79081.490402 + Penalty 3142.186909 = -75939.303493
  nChanged 12
		SP:Iteration 6Q (3011.250000 sec): 3 clusters
  Score: Raw -79120.829626 + Penalty 3142.186909 = -75978.642717
  nChanged 10
		SP:Iteration 7Q (3011.250000 sec): 3 clusters
  Score: Raw -79156.781079 + Penalty 3142.186909 = -76014.594171
  nChanged 6
		SP:Iteration 8Q (3011.260000 sec): 3 clusters
  Score: Raw -79170.550591 + Penalty 3142.186909 = -76028.363683
  nChanged 1
		SP:Iteration 9Q (3011.260000 sec): 3 clusters
  Score: Raw -79171.348299 + Penalty 3142.186909 = -76029.161390
  nChanged 1
		SP:Iteration 10Q (3011.260000 sec): 3 clusters
  Score: Raw -79178.106151 + Penalty 3142.186909 = -76035.919242
  nChanged 0
		SP:Iteration 11F (3011.260000 sec): 3 clusters
  Score: Raw -79178.106151 + Penalty 3142.186909 = -76035.919242
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3011.330000 sec): 2 clusters
  Score: Raw -2464024.121161 + Penalty 2427.443022 = -2461596.678139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3011.410000 sec): 3 clusters
  Score: Raw -2453763.286573 + Penalty 4854.886044 = -2448908.400530
  nChanged 7740
		SP:Iteration 1F (3011.480000 sec): 3 clusters
  Score: Raw -2458021.881025 + Penalty 4854.886044 = -2453166.994982
  nChanged 1092
		SP:Iteration 2F (3011.550000 sec): 3 clusters
  Score: Raw -2458629.249144 + Penalty 4854.886044 = -2453774.363101
  nChanged 1061
		SP:Iteration 3F (3011.620000 sec): 3 clusters
  Score: Raw -2459196.722173 + Penalty 4854.886044 = -2454341.836130
  nChanged 974
		SP:Iteration 4F (3011.700000 sec): 3 clusters
  Score: Raw -2459710.643503 + Penalty 4854.886044 = -2454855.757459
  nChanged 931
		SP:Iteration 5F (3011.770000 sec): 3 clusters
  Score: Raw -2460184.109908 + Penalty 4854.886044 = -2455329.223864
  nChanged 846
		SP:Iteration 6Q (3011.850000 sec): 3 clusters
  Score: Raw -2460578.623832 + Penalty 4854.886044 = -2455723.737788
  nChanged 722
		SP:Iteration 7Q (3011.920000 sec): 3 clusters
  Score: Raw -2460913.765835 + Penalty 4854.886044 = -2456058.879791
  nChanged 652
		SP:Iteration 8Q (3012.000000 sec): 3 clusters
  Score: Raw -2461197.062001 + Penalty 4854.886044 = -2456342.175958
  nChanged 586
		SP:Iteration 9Q (3012.070000 sec): 3 clusters
  Score: Raw -2461453.233288 + Penalty 4854.886044 = -2456598.347245
  nChanged 545
		SP:Iteration 10Q (3012.150000 sec): 3 clusters
  Score: Raw -2461690.379365 + Penalty 4854.886044 = -2456835.493321
  nChanged 479
		SP:Iteration 11Q (3012.220000 sec): 3 clusters
  Score: Raw -2461896.637871 + Penalty 4854.886044 = -2457041.751828
  nChanged 468
		SP:Iteration 12Q (3012.290000 sec): 3 clusters
  Score: Raw -2462078.870837 + Penalty 4854.886044 = -2457223.984793
  nChanged 375
		SP:Iteration 13Q (3012.370000 sec): 3 clusters
  Score: Raw -2462219.077126 + Penalty 4854.886044 = -2457364.191082
  nChanged 349
		SP:Iteration 14Q (3012.440000 sec): 3 clusters
  Score: Raw -2462330.762838 + Penalty 4854.886044 = -2457475.876794
  nChanged 263
		SP:Iteration 15Q (3012.510000 sec): 3 clusters
  Score: Raw -2462407.446399 + Penalty 4854.886044 = -2457552.560355
  nChanged 250
		SP:Iteration 16Q (3012.580000 sec): 3 clusters
  Score: Raw -2462474.625078 + Penalty 4854.886044 = -2457619.739034
  nChanged 192
		SP:Iteration 17Q (3012.650000 sec): 3 clusters
  Score: Raw -2462522.266373 + Penalty 4854.886044 = -2457667.380329
  nChanged 163
		SP:Iteration 18Q (3012.720000 sec): 3 clusters
  Score: Raw -2462557.974300 + Penalty 4854.886044 = -2457703.088256
  nChanged 120
		SP:Iteration 19Q (3012.800000 sec): 3 clusters
  Score: Raw -2462580.396780 + Penalty 4854.886044 = -2457725.510736
  nChanged 108
		SP:Iteration 20F (3012.870000 sec): 3 clusters
  Score: Raw -2462598.381671 + Penalty 4854.886044 = -2457743.495628
  nChanged 97
		SP:Iteration 21Q (3012.940000 sec): 3 clusters
  Score: Raw -2462616.432680 + Penalty 4854.886044 = -2457761.546636
  nChanged 95
		SP:Iteration 22Q (3013.010000 sec): 3 clusters
  Score: Raw -2462634.022494 + Penalty 4854.886044 = -2457779.136451
  nChanged 101
		SP:Iteration 23Q (3013.080000 sec): 3 clusters
  Score: Raw -2462653.546838 + Penalty 4854.886044 = -2457798.660794
  nChanged 85
		SP:Iteration 24Q (3013.150000 sec): 3 clusters
  Score: Raw -2462668.151598 + Penalty 4854.886044 = -2457813.265554
  nChanged 91
		SP:Iteration 25Q (3013.220000 sec): 3 clusters
  Score: Raw -2462687.143552 + Penalty 4854.886044 = -2457832.257508
  nChanged 115
		SP:Iteration 26Q (3013.280000 sec): 3 clusters
  Score: Raw -2462711.700586 + Penalty 4854.886044 = -2457856.814543
  nChanged 123
		SP:Iteration 27Q (3013.360000 sec): 3 clusters
  Score: Raw -2462742.122350 + Penalty 4854.886044 = -2457887.236307
  nChanged 133
		SP:Iteration 28Q (3013.420000 sec): 3 clusters
  Score: Raw -2462776.665634 + Penalty 4854.886044 = -2457921.779590
  nChanged 133
		SP:Iteration 29Q (3013.490000 sec): 3 clusters
  Score: Raw -2462812.762874 + Penalty 4854.886044 = -2457957.876831
  nChanged 156
		SP:Iteration 30Q (3013.560000 sec): 3 clusters
  Score: Raw -2462861.308112 + Penalty 4854.886044 = -2458006.422069
  nChanged 174
		SP:Iteration 31Q (3013.640000 sec): 3 clusters
  Score: Raw -2462918.697555 + Penalty 4854.886044 = -2458063.811512
  nChanged 184
		SP:Iteration 32Q (3013.710000 sec): 3 clusters
  Score: Raw -2462977.378394 + Penalty 4854.886044 = -2458122.492350
  nChanged 182
		SP:Iteration 33Q (3013.780000 sec): 3 clusters
  Score: Raw -2463035.231268 + Penalty 4854.886044 = -2458180.345224
  nChanged 185
		SP:Iteration 34Q (3013.850000 sec): 3 clusters
  Score: Raw -2463088.052037 + Penalty 4854.886044 = -2458233.165993
  nChanged 180
		SP:Iteration 35Q (3013.920000 sec): 3 clusters
  Score: Raw -2463145.568644 + Penalty 4854.886044 = -2458290.682600
  nChanged 174
		SP:Iteration 36Q (3013.990000 sec): 3 clusters
  Score: Raw -2463201.513908 + Penalty 4854.886044 = -2458346.627865
  nChanged 165
		SP:Iteration 37Q (3014.060000 sec): 3 clusters
  Score: Raw -2463253.405925 + Penalty 4854.886044 = -2458398.519882
  nChanged 173
		SP:Iteration 38Q (3014.130000 sec): 3 clusters
  Score: Raw -2463301.661200 + Penalty 4854.886044 = -2458446.775156
  nChanged 150
		SP:Iteration 39Q (3014.200000 sec): 3 clusters
  Score: Raw -2463341.278415 + Penalty 4854.886044 = -2458486.392371
  nChanged 138
		SP:Iteration 40F (3014.270000 sec): 3 clusters
  Score: Raw -2463376.520192 + Penalty 4854.886044 = -2458521.634148
  nChanged 144
		SP:Iteration 41Q (3014.340000 sec): 3 clusters
  Score: Raw -2463413.259971 + Penalty 4854.886044 = -2458558.373927
  nChanged 136
		SP:Iteration 42Q (3014.400000 sec): 3 clusters
  Score: Raw -2463447.335626 + Penalty 4854.886044 = -2458592.449583
  nChanged 145
		SP:Iteration 43Q (3014.470000 sec): 3 clusters
  Score: Raw -2463484.753487 + Penalty 4854.886044 = -2458629.867444
  nChanged 141
		SP:Iteration 44Q (3014.540000 sec): 3 clusters
  Score: Raw -2463523.515923 + Penalty 4854.886044 = -2458668.629879
  nChanged 143
		SP:Iteration 45Q (3014.600000 sec): 3 clusters
  Score: Raw -2463563.325199 + Penalty 4854.886044 = -2458708.439155
  nChanged 145
		SP:Iteration 46Q (3014.670000 sec): 3 clusters
  Score: Raw -2463605.466930 + Penalty 4854.886044 = -2458750.580886
  nChanged 129
		SP:Iteration 47Q (3014.740000 sec): 3 clusters
  Score: Raw -2463641.091249 + Penalty 4854.886044 = -2458786.205206
  nChanged 122
		SP:Iteration 48Q (3014.800000 sec): 3 clusters
  Score: Raw -2463677.956770 + Penalty 4854.886044 = -2458823.070726
  nChanged 114
		SP:Iteration 49Q (3014.870000 sec): 3 clusters
  Score: Raw -2463709.097069 + Penalty 4854.886044 = -2458854.211025
  nChanged 106
		SP:Iteration 50Q (3014.930000 sec): 3 clusters
  Score: Raw -2463737.477583 + Penalty 4854.886044 = -2458882.591540
  nChanged 100
		SP:Iteration 51Q (3014.990000 sec): 3 clusters
  Score: Raw -2463766.400642 + Penalty 4854.886044 = -2458911.514599
  nChanged 112
		SP:Iteration 52Q (3015.060000 sec): 3 clusters
  Score: Raw -2463799.075403 + Penalty 4854.886044 = -2458944.189359
  nChanged 100
		SP:Iteration 53Q (3015.120000 sec): 3 clusters
  Score: Raw -2463825.051706 + Penalty 4854.886044 = -2458970.165662
  nChanged 102
		SP:Iteration 54Q (3015.180000 sec): 3 clusters
  Score: Raw -2463848.275571 + Penalty 4854.886044 = -2458993.389527
  nChanged 79
		SP:Iteration 55Q (3015.250000 sec): 3 clusters
  Score: Raw -2463868.341904 + Penalty 4854.886044 = -2459013.455860
  nChanged 96
		SP:Iteration 56Q (3015.310000 sec): 3 clusters
  Score: Raw -2463891.092818 + Penalty 4854.886044 = -2459036.206775
  nChanged 87
		SP:Iteration 57Q (3015.380000 sec): 3 clusters
  Score: Raw -2463913.619705 + Penalty 4854.886044 = -2459058.733661
  nChanged 95
		SP:Iteration 58Q (3015.440000 sec): 3 clusters
  Score: Raw -2463940.135628 + Penalty 4854.886044 = -2459085.249585
  nChanged 94
		SP:Iteration 59Q (3015.500000 sec): 3 clusters
  Score: Raw -2463969.888129 + Penalty 4854.886044 = -2459115.002085
  nChanged 90
		SP:Iteration 60F (3015.570000 sec): 3 clusters
  Score: Raw -2463994.466963 + Penalty 4854.886044 = -2459139.580920
  nChanged 87
		SP:Iteration 61Q (3015.640000 sec): 3 clusters
  Score: Raw -2464019.471206 + Penalty 4854.886044 = -2459164.585163
  nChanged 90
		SP:Iteration 62Q (3015.700000 sec): 3 clusters
  Score: Raw -2464044.799957 + Penalty 4854.886044 = -2459189.913913
  nChanged 79
		SP:Iteration 63Q (3015.760000 sec): 3 clusters
  Score: Raw -2464062.682435 + Penalty 4854.886044 = -2459207.796391
  nChanged 63
		SP:Iteration 64Q (3015.830000 sec): 3 clusters
  Score: Raw -2464074.893969 + Penalty 4854.886044 = -2459220.007926
  nChanged 55
		SP:Iteration 65Q (3015.890000 sec): 3 clusters
  Score: Raw -2464087.234008 + Penalty 4854.886044 = -2459232.347965
  nChanged 63
		SP:Iteration 66Q (3015.950000 sec): 3 clusters
  Score: Raw -2464102.447094 + Penalty 4854.886044 = -2459247.561050
  nChanged 56
		SP:Iteration 67Q (3016.020000 sec): 3 clusters
  Score: Raw -2464115.366670 + Penalty 4854.886044 = -2459260.480626
  nChanged 37
		SP:Iteration 68Q (3016.080000 sec): 3 clusters
  Score: Raw -2464123.770331 + Penalty 4854.886044 = -2459268.884287
  nChanged 31
		SP:Iteration 69Q (3016.140000 sec): 3 clusters
  Score: Raw -2464130.814138 + Penalty 4854.886044 = -2459275.928094
  nChanged 31
		SP:Iteration 70Q (3016.200000 sec): 3 clusters
  Score: Raw -2464136.424624 + Penalty 4854.886044 = -2459281.538580
  nChanged 35
		SP:Iteration 71Q (3016.270000 sec): 3 clusters
  Score: Raw -2464144.844959 + Penalty 4854.886044 = -2459289.958916
  nChanged 34
		SP:Iteration 72Q (3016.330000 sec): 3 clusters
  Score: Raw -2464150.887228 + Penalty 4854.886044 = -2459296.001184
  nChanged 29
		SP:Iteration 73Q (3016.390000 sec): 3 clusters
  Score: Raw -2464156.155895 + Penalty 4854.886044 = -2459301.269851
  nChanged 26
		SP:Iteration 74Q (3016.450000 sec): 3 clusters
  Score: Raw -2464160.732015 + Penalty 4854.886044 = -2459305.845971
  nChanged 27
		SP:Iteration 75Q (3016.510000 sec): 3 clusters
  Score: Raw -2464166.774834 + Penalty 4854.886044 = -2459311.888791
  nChanged 33
		SP:Iteration 76Q (3016.570000 sec): 3 clusters
  Score: Raw -2464173.694714 + Penalty 4854.886044 = -2459318.808670
  nChanged 24
		SP:Iteration 77Q (3016.630000 sec): 3 clusters
  Score: Raw -2464178.783961 + Penalty 4854.886044 = -2459323.897917
  nChanged 20
		SP:Iteration 78Q (3016.690000 sec): 3 clusters
  Score: Raw -2464182.114238 + Penalty 4854.886044 = -2459327.228194
  nChanged 23
		SP:Iteration 79Q (3016.750000 sec): 3 clusters
  Score: Raw -2464185.489085 + Penalty 4854.886044 = -2459330.603041
  nChanged 23
		SP:Iteration 80F (3016.820000 sec): 3 clusters
  Score: Raw -2464189.169858 + Penalty 4854.886044 = -2459334.283815
  nChanged 19
		SP:Iteration 81Q (3016.880000 sec): 3 clusters
  Score: Raw -2464192.250782 + Penalty 4854.886044 = -2459337.364738
  nChanged 17
		SP:Iteration 82Q (3016.940000 sec): 3 clusters
  Score: Raw -2464195.468837 + Penalty 4854.886044 = -2459340.582794
  nChanged 19
		SP:Iteration 83Q (3017.000000 sec): 3 clusters
  Score: Raw -2464199.421102 + Penalty 4854.886044 = -2459344.535058
  nChanged 14
		SP:Iteration 84Q (3017.060000 sec): 3 clusters
  Score: Raw -2464201.808884 + Penalty 4854.886044 = -2459346.922841
  nChanged 14
		SP:Iteration 85Q (3017.120000 sec): 3 clusters
  Score: Raw -2464204.798260 + Penalty 4854.886044 = -2459349.912217
  nChanged 18
		SP:Iteration 86Q (3017.170000 sec): 3 clusters
  Score: Raw -2464208.117422 + Penalty 4854.886044 = -2459353.231378
  nChanged 12
		SP:Iteration 87Q (3017.240000 sec): 3 clusters
  Score: Raw -2464210.454049 + Penalty 4854.886044 = -2459355.568005
  nChanged 6
		SP:Iteration 88Q (3017.300000 sec): 3 clusters
  Score: Raw -2464211.659799 + Penalty 4854.886044 = -2459356.773755
  nChanged 8
		SP:Iteration 89Q (3017.360000 sec): 3 clusters
  Score: Raw -2464213.143982 + Penalty 4854.886044 = -2459358.257938
  nChanged 9
		SP:Iteration 90Q (3017.420000 sec): 3 clusters
  Score: Raw -2464215.047706 + Penalty 4854.886044 = -2459360.161662
  nChanged 13
		SP:Iteration 91Q (3017.490000 sec): 3 clusters
  Score: Raw -2464217.230065 + Penalty 4854.886044 = -2459362.344021
  nChanged 8
		SP:Iteration 92Q (3017.550000 sec): 3 clusters
  Score: Raw -2464219.129124 + Penalty 4854.886044 = -2459364.243080
  nChanged 16
		SP:Iteration 93Q (3017.610000 sec): 3 clusters
  Score: Raw -2464222.452040 + Penalty 4854.886044 = -2459367.565996
  nChanged 12
		SP:Iteration 94Q (3017.670000 sec): 3 clusters
  Score: Raw -2464224.397139 + Penalty 4854.886044 = -2459369.511096
  nChanged 9
		SP:Iteration 95Q (3017.730000 sec): 3 clusters
  Score: Raw -2464226.096682 + Penalty 4854.886044 = -2459371.210638
  nChanged 10
		SP:Iteration 96Q (3017.790000 sec): 3 clusters
  Score: Raw -2464227.503896 + Penalty 4854.886044 = -2459372.617852
  nChanged 7
		SP:Iteration 97Q (3017.850000 sec): 3 clusters
  Score: Raw -2464229.028880 + Penalty 4854.886044 = -2459374.142836
  nChanged 9
		SP:Iteration 98Q (3017.910000 sec): 3 clusters
  Score: Raw -2464231.186190 + Penalty 4854.886044 = -2459376.300146
  nChanged 8
		SP:Iteration 99Q (3017.970000 sec): 3 clusters
  Score: Raw -2464232.411819 + Penalty 4854.886044 = -2459377.525775
  nChanged 5
		SP:Iteration 100F (3018.040000 sec): 3 clusters
  Score: Raw -2464232.818144 + Penalty 4854.886044 = -2459377.932100
  nChanged 2
		SP:Iteration 101Q (3018.100000 sec): 3 clusters
  Score: Raw -2464233.111791 + Penalty 4854.886044 = -2459378.225748
  nChanged 2
		SP:Iteration 102Q (3018.160000 sec): 3 clusters
  Score: Raw -2464233.577550 + Penalty 4854.886044 = -2459378.691506
  nChanged 2
		SP:Iteration 103Q (3018.220000 sec): 3 clusters
  Score: Raw -2464233.909984 + Penalty 4854.886044 = -2459379.023940
  nChanged 5
		SP:Iteration 104Q (3018.270000 sec): 3 clusters
  Score: Raw -2464234.331085 + Penalty 4854.886044 = -2459379.445041
  nChanged 2
		SP:Iteration 105Q (3018.330000 sec): 3 clusters
  Score: Raw -2464234.680078 + Penalty 4854.886044 = -2459379.794034
  nChanged 5
		SP:Iteration 106Q (3018.390000 sec): 3 clusters
  Score: Raw -2464236.035582 + Penalty 4854.886044 = -2459381.149538
  nChanged 3
		SP:Iteration 107Q (3018.450000 sec): 3 clusters
  Score: Raw -2464236.478109 + Penalty 4854.886044 = -2459381.592065
  nChanged 0
		SP:Iteration 108F (3018.520000 sec): 3 clusters
  Score: Raw -2464236.478109 + Penalty 4854.886044 = -2459381.592065
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3018.550000 sec): 2 clusters
  Score: Raw -1055727.530065 + Penalty 2202.523122 = -1053525.006944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3018.580000 sec): 3 clusters
  Score: Raw -1052032.042671 + Penalty 4405.046243 = -1047626.996428
  nChanged 2867
		SP:Iteration 1F (3018.610000 sec): 3 clusters
  Score: Raw -1053644.306241 + Penalty 4405.046243 = -1049239.259998
  nChanged 537
		SP:Iteration 2F (3018.640000 sec): 3 clusters
  Score: Raw -1053971.827346 + Penalty 4405.046243 = -1049566.781102
  nChanged 404
		SP:Iteration 3F (3018.670000 sec): 3 clusters
  Score: Raw -1054211.994885 + Penalty 4405.046243 = -1049806.948641
  nChanged 359
		SP:Iteration 4Q (3018.690000 sec): 3 clusters
  Score: Raw -1054425.446296 + Penalty 4405.046243 = -1050020.400053
  nChanged 346
		SP:Iteration 5Q (3018.720000 sec): 3 clusters
  Score: Raw -1054643.045556 + Penalty 4405.046243 = -1050237.999313
  nChanged 298
		SP:Iteration 6Q (3018.750000 sec): 3 clusters
  Score: Raw -1054812.994523 + Penalty 4405.046243 = -1050407.948280
  nChanged 259
		SP:Iteration 7Q (3018.780000 sec): 3 clusters
  Score: Raw -1054978.562927 + Penalty 4405.046243 = -1050573.516683
  nChanged 250
		SP:Iteration 8Q (3018.810000 sec): 3 clusters
  Score: Raw -1055139.845023 + Penalty 4405.046243 = -1050734.798780
  nChanged 228
		SP:Iteration 9Q (3018.840000 sec): 3 clusters
  Score: Raw -1055288.549805 + Penalty 4405.046243 = -1050883.503562
  nChanged 169
		SP:Iteration 10Q (3018.870000 sec): 3 clusters
  Score: Raw -1055401.638513 + Penalty 4405.046243 = -1050996.592270
  nChanged 170
		SP:Iteration 11Q (3018.890000 sec): 3 clusters
  Score: Raw -1055515.579114 + Penalty 4405.046243 = -1051110.532871
  nChanged 152
		SP:Iteration 12Q (3018.920000 sec): 3 clusters
  Score: Raw -1055619.376799 + Penalty 4405.046243 = -1051214.330556
  nChanged 140
		SP:Iteration 13Q (3018.950000 sec): 3 clusters
  Score: Raw -1055735.665381 + Penalty 4405.046243 = -1051330.619137
  nChanged 152
		SP:Iteration 14Q (3018.970000 sec): 3 clusters
  Score: Raw -1055871.897470 + Penalty 4405.046243 = -1051466.851227
  nChanged 128
		SP:Iteration 15Q (3019.000000 sec): 3 clusters
  Score: Raw -1055987.148585 + Penalty 4405.046243 = -1051582.102341
  nChanged 123
		SP:Iteration 16Q (3019.030000 sec): 3 clusters
  Score: Raw -1056093.591671 + Penalty 4405.046243 = -1051688.545428
  nChanged 119
		SP:Iteration 17Q (3019.050000 sec): 3 clusters
  Score: Raw -1056188.084444 + Penalty 4405.046243 = -1051783.038201
  nChanged 93
		SP:Iteration 18Q (3019.080000 sec): 3 clusters
  Score: Raw -1056259.547312 + Penalty 4405.046243 = -1051854.501069
  nChanged 76
		SP:Iteration 19Q (3019.100000 sec): 3 clusters
  Score: Raw -1056313.848865 + Penalty 4405.046243 = -1051908.802622
  nChanged 72
		SP:Iteration 20F (3019.130000 sec): 3 clusters
  Score: Raw -1056355.843133 + Penalty 4405.046243 = -1051950.796890
  nChanged 59
		SP:Iteration 21Q (3019.150000 sec): 3 clusters
  Score: Raw -1056386.553438 + Penalty 4405.046243 = -1051981.507194
  nChanged 55
		SP:Iteration 22Q (3019.180000 sec): 3 clusters
  Score: Raw -1056416.457090 + Penalty 4405.046243 = -1052011.410846
  nChanged 56
		SP:Iteration 23Q (3019.210000 sec): 3 clusters
  Score: Raw -1056442.355946 + Penalty 4405.046243 = -1052037.309703
  nChanged 44
		SP:Iteration 24Q (3019.230000 sec): 3 clusters
  Score: Raw -1056459.589807 + Penalty 4405.046243 = -1052054.543564
  nChanged 32
		SP:Iteration 25Q (3019.260000 sec): 3 clusters
  Score: Raw -1056476.451359 + Penalty 4405.046243 = -1052071.405116
  nChanged 39
		SP:Iteration 26Q (3019.290000 sec): 3 clusters
  Score: Raw -1056493.195009 + Penalty 4405.046243 = -1052088.148766
  nChanged 31
		SP:Iteration 27Q (3019.310000 sec): 3 clusters
  Score: Raw -1056506.782043 + Penalty 4405.046243 = -1052101.735799
  nChanged 25
		SP:Iteration 28Q (3019.330000 sec): 3 clusters
  Score: Raw -1056516.376012 + Penalty 4405.046243 = -1052111.329769
  nChanged 19
		SP:Iteration 29Q (3019.370000 sec): 3 clusters
  Score: Raw -1056524.673228 + Penalty 4405.046243 = -1052119.626985
  nChanged 25
		SP:Iteration 30Q (3019.390000 sec): 3 clusters
  Score: Raw -1056533.821250 + Penalty 4405.046243 = -1052128.775006
  nChanged 23
		SP:Iteration 31Q (3019.410000 sec): 3 clusters
  Score: Raw -1056542.372320 + Penalty 4405.046243 = -1052137.326077
  nChanged 18
		SP:Iteration 32Q (3019.430000 sec): 3 clusters
  Score: Raw -1056549.684027 + Penalty 4405.046243 = -1052144.637784
  nChanged 18
		SP:Iteration 33Q (3019.450000 sec): 3 clusters
  Score: Raw -1056555.590815 + Penalty 4405.046243 = -1052150.544572
  nChanged 12
		SP:Iteration 34Q (3019.470000 sec): 3 clusters
  Score: Raw -1056559.520835 + Penalty 4405.046243 = -1052154.474592
  nChanged 13
		SP:Iteration 35Q (3019.490000 sec): 3 clusters
  Score: Raw -1056563.159637 + Penalty 4405.046243 = -1052158.113394
  nChanged 15
		SP:Iteration 36Q (3019.520000 sec): 3 clusters
  Score: Raw -1056568.731252 + Penalty 4405.046243 = -1052163.685009
  nChanged 11
		SP:Iteration 37Q (3019.540000 sec): 3 clusters
  Score: Raw -1056572.733590 + Penalty 4405.046243 = -1052167.687347
  nChanged 7
		SP:Iteration 38Q (3019.560000 sec): 3 clusters
  Score: Raw -1056574.252878 + Penalty 4405.046243 = -1052169.206635
  nChanged 3
		SP:Iteration 39Q (3019.580000 sec): 3 clusters
  Score: Raw -1056574.770957 + Penalty 4405.046243 = -1052169.724714
  nChanged 2
		SP:Iteration 40F (3019.610000 sec): 3 clusters
  Score: Raw -1056575.678603 + Penalty 4405.046243 = -1052170.632360
  nChanged 1
		SP:Iteration 41Q (3019.630000 sec): 3 clusters
  Score: Raw -1056575.844709 + Penalty 4405.046243 = -1052170.798466
  nChanged 0
		SP:Iteration 42F (3019.650000 sec): 3 clusters
  Score: Raw -1056575.844709 + Penalty 4405.046243 = -1052170.798466
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (100197 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3020.020000 sec): 2 clusters
  Score: Raw -14805464.909092 + Penalty 2855.693595 = -14802609.215497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3020.430000 sec): 3 clusters
  Score: Raw -14741277.289886 + Penalty 5711.387189 = -14735565.902697
  nChanged 47466
		SP:Iteration 1F (3020.800000 sec): 3 clusters
  Score: Raw -14767915.109932 + Penalty 5711.387189 = -14762203.722742
  nChanged 3146
		SP:Iteration 2Q (3021.190000 sec): 3 clusters
  Score: Raw -14768590.218422 + Penalty 5711.387189 = -14762878.831232
  nChanged 3156
		SP:Iteration 3Q (3021.580000 sec): 3 clusters
  Score: Raw -14769337.619807 + Penalty 5711.387189 = -14763626.232618
  nChanged 3395
		SP:Iteration 4Q (3021.970000 sec): 3 clusters
  Score: Raw -14770269.688798 + Penalty 5711.387189 = -14764558.301609
  nChanged 3680
		SP:Iteration 5Q (3022.350000 sec): 3 clusters
  Score: Raw -14771512.990331 + Penalty 5711.387189 = -14765801.603141
  nChanged 4454
		SP:Iteration 6Q (3022.740000 sec): 3 clusters
  Score: Raw -14773373.339783 + Penalty 5711.387189 = -14767661.952593
  nChanged 5384
		SP:Iteration 7F (3023.120000 sec): 3 clusters
  Score: Raw -14776094.818790 + Penalty 5711.387189 = -14770383.431601
  nChanged 6240
		SP:Iteration 8F (3023.490000 sec): 3 clusters
  Score: Raw -14779770.798824 + Penalty 5711.387189 = -14774059.411635
  nChanged 6682
		SP:Iteration 9F (3023.870000 sec): 3 clusters
  Score: Raw -14784247.241068 + Penalty 5711.387189 = -14778535.853878
  nChanged 6550
		SP:Iteration 10F (3024.250000 sec): 3 clusters
  Score: Raw -14789130.973928 + Penalty 5711.387189 = -14783419.586739
  nChanged 6027
		SP:Iteration 11F (3024.660000 sec): 3 clusters
  Score: Raw -14793867.016355 + Penalty 5711.387189 = -14788155.629165
  nChanged 4833
		SP:Iteration 12Q (3025.080000 sec): 3 clusters
  Score: Raw -14797771.170966 + Penalty 5711.387189 = -14792059.783777
  nChanged 3572
		SP:Iteration 13Q (3025.440000 sec): 3 clusters
  Score: Raw -14800629.492879 + Penalty 5711.387189 = -14794918.105690
  nChanged 2447
		SP:Iteration 14Q (3025.780000 sec): 3 clusters
  Score: Raw -14802515.503899 + Penalty 5711.387189 = -14796804.116710
  nChanged 1636
		SP:Iteration 15Q (3026.100000 sec): 3 clusters
  Score: Raw -14803756.865085 + Penalty 5711.387189 = -14798045.477895
  nChanged 1073
		SP:Iteration 16Q (3026.410000 sec): 3 clusters
  Score: Raw -14804588.218361 + Penalty 5711.387189 = -14798876.831172
  nChanged 691
		SP:Iteration 17Q (3026.690000 sec): 3 clusters
  Score: Raw -14805123.413604 + Penalty 5711.387189 = -14799412.026415
  nChanged 418
		SP:Iteration 18Q (3026.970000 sec): 3 clusters
  Score: Raw -14805426.234086 + Penalty 5711.387189 = -14799714.846897
  nChanged 255
		SP:Iteration 19Q (3027.250000 sec): 3 clusters
  Score: Raw -14805610.913600 + Penalty 5711.387189 = -14799899.526410
  nChanged 163
		SP:Iteration 20F (3027.620000 sec): 3 clusters
  Score: Raw -14805731.840069 + Penalty 5711.387189 = -14800020.452879
  nChanged 133
		SP:Iteration 21Q (3027.890000 sec): 3 clusters
  Score: Raw -14805836.819013 + Penalty 5711.387189 = -14800125.431824
  nChanged 106
		SP:Iteration 22Q (3028.160000 sec): 3 clusters
  Score: Raw -14805921.245047 + Penalty 5711.387189 = -14800209.857857
  nChanged 73
		SP:Iteration 23Q (3028.430000 sec): 3 clusters
  Score: Raw -14805971.862631 + Penalty 5711.387189 = -14800260.475442
  nChanged 55
		SP:Iteration 24Q (3028.700000 sec): 3 clusters
  Score: Raw -14806011.081709 + Penalty 5711.387189 = -14800299.694519
  nChanged 33
		SP:Iteration 25Q (3028.970000 sec): 3 clusters
  Score: Raw -14806029.133623 + Penalty 5711.387189 = -14800317.746433
  nChanged 22
		SP:Iteration 26Q (3029.230000 sec): 3 clusters
  Score: Raw -14806039.479977 + Penalty 5711.387189 = -14800328.092787
  nChanged 15
		SP:Iteration 27Q (3029.500000 sec): 3 clusters
  Score: Raw -14806047.086907 + Penalty 5711.387189 = -14800335.699718
  nChanged 11
		SP:Iteration 28Q (3029.760000 sec): 3 clusters
  Score: Raw -14806053.607320 + Penalty 5711.387189 = -14800342.220130
  nChanged 7
		SP:Iteration 29Q (3030.030000 sec): 3 clusters
  Score: Raw -14806057.040285 + Penalty 5711.387189 = -14800345.653096
  nChanged 5
		SP:Iteration 30Q (3030.290000 sec): 3 clusters
  Score: Raw -14806060.148440 + Penalty 5711.387189 = -14800348.761250
  nChanged 6
		SP:Iteration 31Q (3030.560000 sec): 3 clusters
  Score: Raw -14806064.141226 + Penalty 5711.387189 = -14800352.754036
  nChanged 6
		SP:Iteration 32Q (3030.830000 sec): 3 clusters
  Score: Raw -14806068.839245 + Penalty 5711.387189 = -14800357.452055
  nChanged 7
		SP:Iteration 33Q (3031.090000 sec): 3 clusters
  Score: Raw -14806073.610697 + Penalty 5711.387189 = -14800362.223508
  nChanged 7
		SP:Iteration 34Q (3031.360000 sec): 3 clusters
  Score: Raw -14806076.278395 + Penalty 5711.387189 = -14800364.891206
  nChanged 8
		SP:Iteration 35Q (3031.620000 sec): 3 clusters
  Score: Raw -14806080.497278 + Penalty 5711.387189 = -14800369.110089
  nChanged 4
		SP:Iteration 36Q (3031.890000 sec): 3 clusters
  Score: Raw -14806083.063893 + Penalty 5711.387189 = -14800371.676704
  nChanged 4
		SP:Iteration 37Q (3032.150000 sec): 3 clusters
  Score: Raw -14806085.769061 + Penalty 5711.387189 = -14800374.381872
  nChanged 4
		SP:Iteration 38Q (3032.410000 sec): 3 clusters
  Score: Raw -14806087.237561 + Penalty 5711.387189 = -14800375.850372
  nChanged 1
		SP:Iteration 39Q (3032.680000 sec): 3 clusters
  Score: Raw -14806087.638926 + Penalty 5711.387189 = -14800376.251736
  nChanged 0
		SP:Iteration 40F (3033.050000 sec): 3 clusters
  Score: Raw -14806087.638926 + Penalty 5711.387189 = -14800376.251736
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3033.090000 sec): 2 clusters
  Score: Raw -35204.480717 + Penalty 1371.298414 = -33833.182303
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3033.090000 sec): 3 clusters
  Score: Raw -35376.551737 + Penalty 2742.596827 = -32633.954909
  nChanged 15
		SP:Iteration 1F (3033.090000 sec): 3 clusters
  Score: Raw -35417.615390 + Penalty 2742.596827 = -32675.018563
  nChanged 4
		SP:Iteration 2Q (3033.090000 sec): 3 clusters
  Score: Raw -35439.948280 + Penalty 2742.596827 = -32697.351453
  nChanged 4
		SP:Iteration 3Q (3033.090000 sec): 3 clusters
  Score: Raw -35459.508136 + Penalty 2742.596827 = -32716.911309
  nChanged 1
		SP:Iteration 4Q (3033.090000 sec): 3 clusters
  Score: Raw -35461.074896 + Penalty 2742.596827 = -32718.478069
  nChanged 0
		SP:Iteration 5F (3033.090000 sec): 3 clusters
  Score: Raw -35461.074896 + Penalty 2742.596827 = -32718.478069
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (259059 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3033.960000 sec): 2 clusters
  Score: Raw -38340513.913558 + Penalty 3091.273156 = -38337422.640401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3034.940000 sec): 3 clusters
  Score: Raw -38169484.457161 + Penalty 6182.546313 = -38163301.910849
  nChanged 125028
		SP:Iteration 1F (3035.930000 sec): 3 clusters
  Score: Raw -38242767.422981 + Penalty 6182.546313 = -38236584.876668
  nChanged 6033
		SP:Iteration 2Q (3036.940000 sec): 3 clusters
  Score: Raw -38243751.941498 + Penalty 6182.546313 = -38237569.395186
  nChanged 6228
		SP:Iteration 3Q (3037.950000 sec): 3 clusters
  Score: Raw -38244812.687463 + Penalty 6182.546313 = -38238630.141151
  nChanged 6457
		SP:Iteration 4Q (3038.970000 sec): 3 clusters
  Score: Raw -38246052.575136 + Penalty 6182.546313 = -38239870.028823
  nChanged 6938
		SP:Iteration 5Q (3039.990000 sec): 3 clusters
  Score: Raw -38247501.838483 + Penalty 6182.546313 = -38241319.292170
  nChanged 7568
		SP:Iteration 6Q (3041.010000 sec): 3 clusters
  Score: Raw -38249195.974814 + Penalty 6182.546313 = -38243013.428501
  nChanged 8109
		SP:Iteration 7Q (3042.030000 sec): 3 clusters
  Score: Raw -38251183.814306 + Penalty 6182.546313 = -38245001.267994
  nChanged 8392
		SP:Iteration 8Q (3043.030000 sec): 3 clusters
  Score: Raw -38253359.365896 + Penalty 6182.546313 = -38247176.819583
  nChanged 8696
		SP:Iteration 9Q (3044.050000 sec): 3 clusters
  Score: Raw -38255795.438634 + Penalty 6182.546313 = -38249612.892322
  nChanged 8930
		SP:Iteration 10Q (3045.070000 sec): 3 clusters
  Score: Raw -38258439.313025 + Penalty 6182.546313 = -38252256.766713
  nChanged 8933
		SP:Iteration 11Q (3046.080000 sec): 3 clusters
  Score: Raw -38261122.349598 + Penalty 6182.546313 = -38254939.803286
  nChanged 8969
		SP:Iteration 12Q (3047.090000 sec): 3 clusters
  Score: Raw -38263894.524071 + Penalty 6182.546313 = -38257711.977758
  nChanged 8981
		SP:Iteration 13Q (3048.100000 sec): 3 clusters
  Score: Raw -38266803.021149 + Penalty 6182.546313 = -38260620.474836
  nChanged 9294
		SP:Iteration 14Q (3049.120000 sec): 3 clusters
  Score: Raw -38270231.383317 + Penalty 6182.546313 = -38264048.837005
  nChanged 10292
		SP:Iteration 15Q (3050.120000 sec): 3 clusters
  Score: Raw -38274677.901261 + Penalty 6182.546313 = -38268495.354949
  nChanged 11586
		SP:Iteration 16Q (3051.130000 sec): 3 clusters
  Score: Raw -38280548.366140 + Penalty 6182.546313 = -38274365.819828
  nChanged 12599
		SP:Iteration 17Q (3052.140000 sec): 3 clusters
  Score: Raw -38287578.142837 + Penalty 6182.546313 = -38281395.596524
  nChanged 12584
		SP:Iteration 18Q (3053.130000 sec): 3 clusters
  Score: Raw -38295185.795253 + Penalty 6182.546313 = -38289003.248941
  nChanged 11944
		SP:Iteration 19Q (3054.100000 sec): 3 clusters
  Score: Raw -38302699.768691 + Penalty 6182.546313 = -38296517.222379
  nChanged 10504
		SP:Iteration 20F (3055.090000 sec): 3 clusters
  Score: Raw -38309318.422574 + Penalty 6182.546313 = -38303135.876262
  nChanged 8990
		SP:Iteration 21Q (3056.000000 sec): 3 clusters
  Score: Raw -38315039.688948 + Penalty 6182.546313 = -38308857.142635
  nChanged 7790
		SP:Iteration 22Q (3056.860000 sec): 3 clusters
  Score: Raw -38320173.873751 + Penalty 6182.546313 = -38313991.327438
  nChanged 6700
		SP:Iteration 23Q (3057.700000 sec): 3 clusters
  Score: Raw -38324762.264152 + Penalty 6182.546313 = -38318579.717840
  nChanged 5901
		SP:Iteration 24Q (3058.500000 sec): 3 clusters
  Score: Raw -38329032.604730 + Penalty 6182.546313 = -38322850.058417
  nChanged 4906
		SP:Iteration 25Q (3059.280000 sec): 3 clusters
  Score: Raw -38332707.214303 + Penalty 6182.546313 = -38326524.667991
  nChanged 3899
		SP:Iteration 26Q (3060.030000 sec): 3 clusters
  Score: Raw -38335733.101250 + Penalty 6182.546313 = -38329550.554937
  nChanged 2768
		SP:Iteration 27Q (3060.760000 sec): 3 clusters
  Score: Raw -38337912.408378 + Penalty 6182.546313 = -38331729.862065
  nChanged 1767
		SP:Iteration 28Q (3061.480000 sec): 3 clusters
  Score: Raw -38339278.487614 + Penalty 6182.546313 = -38333095.941301
  nChanged 958
		SP:Iteration 29Q (3062.190000 sec): 3 clusters
  Score: Raw -38340015.802398 + Penalty 6182.546313 = -38333833.256085
  nChanged 443
		SP:Iteration 30Q (3062.900000 sec): 3 clusters
  Score: Raw -38340378.264038 + Penalty 6182.546313 = -38334195.717725
  nChanged 219
		SP:Iteration 31Q (3063.590000 sec): 3 clusters
  Score: Raw -38340561.706018 + Penalty 6182.546313 = -38334379.159705
  nChanged 110
		SP:Iteration 32Q (3064.280000 sec): 3 clusters
  Score: Raw -38340662.584567 + Penalty 6182.546313 = -38334480.038254
  nChanged 86
		SP:Iteration 33Q (3064.980000 sec): 3 clusters
  Score: Raw -38340751.010139 + Penalty 6182.546313 = -38334568.463826
  nChanged 53
		SP:Iteration 34Q (3065.670000 sec): 3 clusters
  Score: Raw -38340800.452913 + Penalty 6182.546313 = -38334617.906601
  nChanged 35
		SP:Iteration 35Q (3066.370000 sec): 3 clusters
  Score: Raw -38340828.876196 + Penalty 6182.546313 = -38334646.329884
  nChanged 17
		SP:Iteration 36Q (3067.050000 sec): 3 clusters
  Score: Raw -38340841.656920 + Penalty 6182.546313 = -38334659.110607
  nChanged 10
		SP:Iteration 37Q (3067.740000 sec): 3 clusters
  Score: Raw -38340851.196079 + Penalty 6182.546313 = -38334668.649767
  nChanged 8
		SP:Iteration 38Q (3068.430000 sec): 3 clusters
  Score: Raw -38340859.089050 + Penalty 6182.546313 = -38334676.542737
  nChanged 11
		SP:Iteration 39Q (3069.120000 sec): 3 clusters
  Score: Raw -38340868.967038 + Penalty 6182.546313 = -38334686.420725
  nChanged 7
		SP:Iteration 40F (3070.090000 sec): 3 clusters
  Score: Raw -38340876.114000 + Penalty 6182.546313 = -38334693.567687
  nChanged 13
		SP:Iteration 41Q (3070.780000 sec): 3 clusters
  Score: Raw -38340890.321147 + Penalty 6182.546313 = -38334707.774835
  nChanged 7
		SP:Iteration 42Q (3071.470000 sec): 3 clusters
  Score: Raw -38340896.581774 + Penalty 6182.546313 = -38334714.035461
  nChanged 8
		SP:Iteration 43Q (3072.160000 sec): 3 clusters
  Score: Raw -38340901.073569 + Penalty 6182.546313 = -38334718.527256
  nChanged 5
		SP:Iteration 44Q (3072.850000 sec): 3 clusters
  Score: Raw -38340905.706396 + Penalty 6182.546313 = -38334723.160084
  nChanged 5
		SP:Iteration 45Q (3073.540000 sec): 3 clusters
  Score: Raw -38340908.748541 + Penalty 6182.546313 = -38334726.202229
  nChanged 3
		SP:Iteration 46Q (3074.230000 sec): 3 clusters
  Score: Raw -38340911.388092 + Penalty 6182.546313 = -38334728.841779
  nChanged 1
		SP:Iteration 47Q (3074.920000 sec): 3 clusters
  Score: Raw -38340912.201271 + Penalty 6182.546313 = -38334729.654958
  nChanged 1
		SP:Iteration 48Q (3075.610000 sec): 3 clusters
  Score: Raw -38340912.608136 + Penalty 6182.546313 = -38334730.061824
  nChanged 0
		SP:Iteration 49F (3076.580000 sec): 3 clusters
  Score: Raw -38340912.608136 + Penalty 6182.546313 = -38334730.061824
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3076.700000 sec): 2 clusters
  Score: Raw -64181.902047 + Penalty 1533.668925 = -62648.233122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3076.700000 sec): 3 clusters
  Score: Raw -64219.758546 + Penalty 3067.337850 = -61152.420696
  nChanged 96
		SP:Iteration 1F (3076.700000 sec): 3 clusters
  Score: Raw -64481.459102 + Penalty 3067.337850 = -61414.121252
  nChanged 34
		SP:Iteration 2F (3076.700000 sec): 3 clusters
  Score: Raw -64597.407076 + Penalty 3067.337850 = -61530.069226
  nChanged 16
		SP:Iteration 3Q (3076.710000 sec): 3 clusters
  Score: Raw -64670.695748 + Penalty 3067.337850 = -61603.357898
  nChanged 16
		SP:Iteration 4Q (3076.710000 sec): 3 clusters
  Score: Raw -64839.399649 + Penalty 3067.337850 = -61772.061799
  nChanged 22
		SP:Iteration 5Q (3076.710000 sec): 3 clusters
  Score: Raw -65047.368709 + Penalty 3067.337850 = -61980.030859
  nChanged 21
		SP:Iteration 6Q (3076.710000 sec): 3 clusters
  Score: Raw -65174.163803 + Penalty 3067.337850 = -62106.825953
  nChanged 13
		SP:Iteration 7Q (3076.710000 sec): 3 clusters
  Score: Raw -65218.919827 + Penalty 3067.337850 = -62151.581977
  nChanged 7
		SP:Iteration 8Q (3076.720000 sec): 3 clusters
  Score: Raw -65248.620953 + Penalty 3067.337850 = -62181.283103
  nChanged 5
		SP:Iteration 9Q (3076.720000 sec): 3 clusters
  Score: Raw -65269.476964 + Penalty 3067.337850 = -62202.139114
  nChanged 3
		SP:Iteration 10Q (3076.720000 sec): 3 clusters
  Score: Raw -65282.310552 + Penalty 3067.337850 = -62214.972702
  nChanged 1
		SP:Iteration 11Q (3076.720000 sec): 3 clusters
  Score: Raw -65288.734871 + Penalty 3067.337850 = -62221.397021
  nChanged 4
		SP:Iteration 12Q (3076.720000 sec): 3 clusters
  Score: Raw -65310.314049 + Penalty 3067.337850 = -62242.976199
  nChanged 5
		SP:Iteration 13Q (3076.720000 sec): 3 clusters
  Score: Raw -65337.438856 + Penalty 3067.337850 = -62270.101006
  nChanged 4
		SP:Iteration 14Q (3076.720000 sec): 3 clusters
  Score: Raw -65354.152080 + Penalty 3067.337850 = -62286.814230
  nChanged 1
		SP:Iteration 15Q (3076.720000 sec): 3 clusters
  Score: Raw -65358.067074 + Penalty 3067.337850 = -62290.729224
  nChanged 0
		SP:Iteration 16F (3076.730000 sec): 3 clusters
  Score: Raw -65358.067074 + Penalty 3067.337850 = -62290.729224
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (7607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3076.760000 sec): 2 clusters
  Score: Raw -1092628.849247 + Penalty 2216.332390 = -1090412.516856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3076.780000 sec): 3 clusters
  Score: Raw -1088671.186007 + Penalty 4432.664781 = -1084238.521226
  nChanged 3001
		SP:Iteration 1F (3076.810000 sec): 3 clusters
  Score: Raw -1090306.759567 + Penalty 4432.664781 = -1085874.094787
  nChanged 554
		SP:Iteration 2F (3076.840000 sec): 3 clusters
  Score: Raw -1090590.040976 + Penalty 4432.664781 = -1086157.376195
  nChanged 391
		SP:Iteration 3F (3076.860000 sec): 3 clusters
  Score: Raw -1090780.168076 + Penalty 4432.664781 = -1086347.503295
  nChanged 320
		SP:Iteration 4Q (3076.890000 sec): 3 clusters
  Score: Raw -1090931.108401 + Penalty 4432.664781 = -1086498.443620
  nChanged 288
		SP:Iteration 5Q (3076.920000 sec): 3 clusters
  Score: Raw -1091072.620036 + Penalty 4432.664781 = -1086639.955255
  nChanged 245
		SP:Iteration 6Q (3076.950000 sec): 3 clusters
  Score: Raw -1091202.334294 + Penalty 4432.664781 = -1086769.669513
  nChanged 261
		SP:Iteration 7Q (3076.980000 sec): 3 clusters
  Score: Raw -1091345.805929 + Penalty 4432.664781 = -1086913.141148
  nChanged 247
		SP:Iteration 8Q (3077.000000 sec): 3 clusters
  Score: Raw -1091468.827410 + Penalty 4432.664781 = -1087036.162629
  nChanged 224
		SP:Iteration 9Q (3077.030000 sec): 3 clusters
  Score: Raw -1091570.983721 + Penalty 4432.664781 = -1087138.318940
  nChanged 204
		SP:Iteration 10Q (3077.060000 sec): 3 clusters
  Score: Raw -1091675.022540 + Penalty 4432.664781 = -1087242.357759
  nChanged 195
		SP:Iteration 11Q (3077.090000 sec): 3 clusters
  Score: Raw -1091770.970545 + Penalty 4432.664781 = -1087338.305764
  nChanged 204
		SP:Iteration 12Q (3077.110000 sec): 3 clusters
  Score: Raw -1091860.643465 + Penalty 4432.664781 = -1087427.978684
  nChanged 163
		SP:Iteration 13Q (3077.140000 sec): 3 clusters
  Score: Raw -1091934.288131 + Penalty 4432.664781 = -1087501.623350
  nChanged 173
		SP:Iteration 14Q (3077.170000 sec): 3 clusters
  Score: Raw -1092016.483466 + Penalty 4432.664781 = -1087583.818685
  nChanged 146
		SP:Iteration 15Q (3077.200000 sec): 3 clusters
  Score: Raw -1092088.658144 + Penalty 4432.664781 = -1087655.993364
  nChanged 141
		SP:Iteration 16Q (3077.220000 sec): 3 clusters
  Score: Raw -1092158.531365 + Penalty 4432.664781 = -1087725.866584
  nChanged 147
		SP:Iteration 17Q (3077.250000 sec): 3 clusters
  Score: Raw -1092240.323698 + Penalty 4432.664781 = -1087807.658917
  nChanged 149
		SP:Iteration 18Q (3077.280000 sec): 3 clusters
  Score: Raw -1092325.833492 + Penalty 4432.664781 = -1087893.168711
  nChanged 138
		SP:Iteration 19Q (3077.300000 sec): 3 clusters
  Score: Raw -1092396.665793 + Penalty 4432.664781 = -1087964.001012
  nChanged 116
		SP:Iteration 20F (3077.330000 sec): 3 clusters
  Score: Raw -1092447.253947 + Penalty 4432.664781 = -1088014.589166
  nChanged 87
		SP:Iteration 21Q (3077.360000 sec): 3 clusters
  Score: Raw -1092484.917289 + Penalty 4432.664781 = -1088052.252509
  nChanged 87
		SP:Iteration 22Q (3077.380000 sec): 3 clusters
  Score: Raw -1092519.671629 + Penalty 4432.664781 = -1088087.006848
  nChanged 78
		SP:Iteration 23Q (3077.410000 sec): 3 clusters
  Score: Raw -1092552.103090 + Penalty 4432.664781 = -1088119.438309
  nChanged 72
		SP:Iteration 24Q (3077.440000 sec): 3 clusters
  Score: Raw -1092581.978698 + Penalty 4432.664781 = -1088149.313917
  nChanged 70
		SP:Iteration 25Q (3077.460000 sec): 3 clusters
  Score: Raw -1092609.704144 + Penalty 4432.664781 = -1088177.039363
  nChanged 57
		SP:Iteration 26Q (3077.490000 sec): 3 clusters
  Score: Raw -1092632.247011 + Penalty 4432.664781 = -1088199.582230
  nChanged 48
		SP:Iteration 27Q (3077.520000 sec): 3 clusters
  Score: Raw -1092656.318524 + Penalty 4432.664781 = -1088223.653743
  nChanged 56
		SP:Iteration 28Q (3077.540000 sec): 3 clusters
  Score: Raw -1092679.834382 + Penalty 4432.664781 = -1088247.169602
  nChanged 52
		SP:Iteration 29Q (3077.560000 sec): 3 clusters
  Score: Raw -1092699.341333 + Penalty 4432.664781 = -1088266.676552
  nChanged 53
		SP:Iteration 30Q (3077.590000 sec): 3 clusters
  Score: Raw -1092717.190451 + Penalty 4432.664781 = -1088284.525670
  nChanged 49
		SP:Iteration 31Q (3077.620000 sec): 3 clusters
  Score: Raw -1092738.296293 + Penalty 4432.664781 = -1088305.631512
  nChanged 47
		SP:Iteration 32Q (3077.640000 sec): 3 clusters
  Score: Raw -1092756.615361 + Penalty 4432.664781 = -1088323.950580
  nChanged 52
		SP:Iteration 33Q (3077.670000 sec): 3 clusters
  Score: Raw -1092773.742099 + Penalty 4432.664781 = -1088341.077318
  nChanged 55
		SP:Iteration 34Q (3077.690000 sec): 3 clusters
  Score: Raw -1092791.590174 + Penalty 4432.664781 = -1088358.925394
  nChanged 43
		SP:Iteration 35Q (3077.720000 sec): 3 clusters
  Score: Raw -1092809.430294 + Penalty 4432.664781 = -1088376.765513
  nChanged 43
		SP:Iteration 36Q (3077.740000 sec): 3 clusters
  Score: Raw -1092825.902235 + Penalty 4432.664781 = -1088393.237455
  nChanged 48
		SP:Iteration 37Q (3077.770000 sec): 3 clusters
  Score: Raw -1092841.491292 + Penalty 4432.664781 = -1088408.826511
  nChanged 42
		SP:Iteration 38Q (3077.790000 sec): 3 clusters
  Score: Raw -1092855.934353 + Penalty 4432.664781 = -1088423.269572
  nChanged 28
		SP:Iteration 39Q (3077.820000 sec): 3 clusters
  Score: Raw -1092864.837710 + Penalty 4432.664781 = -1088432.172929
  nChanged 28
		SP:Iteration 40F (3077.840000 sec): 3 clusters
  Score: Raw -1092872.034629 + Penalty 4432.664781 = -1088439.369849
  nChanged 15
		SP:Iteration 41Q (3077.870000 sec): 3 clusters
  Score: Raw -1092875.748568 + Penalty 4432.664781 = -1088443.083787
  nChanged 14
		SP:Iteration 42Q (3077.890000 sec): 3 clusters
  Score: Raw -1092878.767767 + Penalty 4432.664781 = -1088446.102987
  nChanged 12
		SP:Iteration 43Q (3077.920000 sec): 3 clusters
  Score: Raw -1092881.496907 + Penalty 4432.664781 = -1088448.832126
  nChanged 9
		SP:Iteration 44Q (3077.940000 sec): 3 clusters
  Score: Raw -1092883.308577 + Penalty 4432.664781 = -1088450.643796
  nChanged 5
		SP:Iteration 45Q (3077.970000 sec): 3 clusters
  Score: Raw -1092885.286073 + Penalty 4432.664781 = -1088452.621292
  nChanged 7
		SP:Iteration 46Q (3077.990000 sec): 3 clusters
  Score: Raw -1092886.909364 + Penalty 4432.664781 = -1088454.244583
  nChanged 11
		SP:Iteration 47Q (3078.020000 sec): 3 clusters
  Score: Raw -1092890.005226 + Penalty 4432.664781 = -1088457.340445
  nChanged 11
		SP:Iteration 48Q (3078.040000 sec): 3 clusters
  Score: Raw -1092891.880606 + Penalty 4432.664781 = -1088459.215825
  nChanged 6
		SP:Iteration 49Q (3078.070000 sec): 3 clusters
  Score: Raw -1092892.890265 + Penalty 4432.664781 = -1088460.225484
  nChanged 1
		SP:Iteration 50Q (3078.090000 sec): 3 clusters
  Score: Raw -1092892.998506 + Penalty 4432.664781 = -1088460.333725
  nChanged 1
		SP:Iteration 51Q (3078.120000 sec): 3 clusters
  Score: Raw -1092893.213817 + Penalty 4432.664781 = -1088460.549036
  nChanged 1
		SP:Iteration 52Q (3078.140000 sec): 3 clusters
  Score: Raw -1092893.381593 + Penalty 4432.664781 = -1088460.716813
  nChanged 0
		SP:Iteration 53F (3078.170000 sec): 3 clusters
  Score: Raw -1092893.381593 + Penalty 4432.664781 = -1088460.716813
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3078.180000 sec): 2 clusters
  Score: Raw -44434.578259 + Penalty 1441.904372 = -42992.673887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3078.180000 sec): 3 clusters
  Score: Raw -44586.962989 + Penalty 2883.808744 = -41703.154246
  nChanged 42
		SP:Iteration 1F (3078.180000 sec): 3 clusters
  Score: Raw -44702.973384 + Penalty 2883.808744 = -41819.164640
  nChanged 7
		SP:Iteration 2Q (3078.180000 sec): 3 clusters
  Score: Raw -44725.485755 + Penalty 2883.808744 = -41841.677012
  nChanged 1
		SP:Iteration 3Q (3078.180000 sec): 3 clusters
  Score: Raw -44727.988901 + Penalty 2883.808744 = -41844.180157
  nChanged 0
		SP:Iteration 4F (3078.180000 sec): 3 clusters
  Score: Raw -44727.988901 + Penalty 2883.808744 = -41844.180157
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3078.190000 sec): 2 clusters
  Score: Raw -280893.419903 + Penalty 1887.614234 = -279005.805669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3078.200000 sec): 3 clusters
  Score: Raw -280215.018783 + Penalty 3775.228468 = -276439.790316
  nChanged 690
		SP:Iteration 1F (3078.210000 sec): 3 clusters
  Score: Raw -281013.966598 + Penalty 3775.228468 = -277238.738130
  nChanged 232
		SP:Iteration 2F (3078.210000 sec): 3 clusters
  Score: Raw -281389.023260 + Penalty 3775.228468 = -277613.794792
  nChanged 160
		SP:Iteration 3F (3078.220000 sec): 3 clusters
  Score: Raw -281590.758175 + Penalty 3775.228468 = -277815.529707
  nChanged 101
		SP:Iteration 4Q (3078.230000 sec): 3 clusters
  Score: Raw -281701.685901 + Penalty 3775.228468 = -277926.457433
  nChanged 86
		SP:Iteration 5Q (3078.240000 sec): 3 clusters
  Score: Raw -281816.240788 + Penalty 3775.228468 = -278041.012320
  nChanged 73
		SP:Iteration 6Q (3078.240000 sec): 3 clusters
  Score: Raw -281921.913873 + Penalty 3775.228468 = -278146.685406
  nChanged 65
		SP:Iteration 7Q (3078.250000 sec): 3 clusters
  Score: Raw -282001.339565 + Penalty 3775.228468 = -278226.111097
  nChanged 43
		SP:Iteration 8Q (3078.260000 sec): 3 clusters
  Score: Raw -282044.191613 + Penalty 3775.228468 = -278268.963145
  nChanged 31
		SP:Iteration 9Q (3078.260000 sec): 3 clusters
  Score: Raw -282077.675559 + Penalty 3775.228468 = -278302.447092
  nChanged 19
		SP:Iteration 10Q (3078.270000 sec): 3 clusters
  Score: Raw -282099.501097 + Penalty 3775.228468 = -278324.272629
  nChanged 20
		SP:Iteration 11Q (3078.280000 sec): 3 clusters
  Score: Raw -282122.511322 + Penalty 3775.228468 = -278347.282855
  nChanged 12
		SP:Iteration 12Q (3078.280000 sec): 3 clusters
  Score: Raw -282134.163523 + Penalty 3775.228468 = -278358.935055
  nChanged 5
		SP:Iteration 13Q (3078.290000 sec): 3 clusters
  Score: Raw -282138.613413 + Penalty 3775.228468 = -278363.384945
  nChanged 6
		SP:Iteration 14Q (3078.300000 sec): 3 clusters
  Score: Raw -282143.552881 + Penalty 3775.228468 = -278368.324413
  nChanged 0
		SP:Iteration 15F (3078.300000 sec): 3 clusters
  Score: Raw -282143.552881 + Penalty 3775.228468 = -278368.324413
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (20289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3078.380000 sec): 2 clusters
  Score: Raw -2848035.106893 + Penalty 2459.622868 = -2845575.484025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3078.450000 sec): 3 clusters
  Score: Raw -2836191.717337 + Penalty 4919.245737 = -2831272.471601
  nChanged 8931
		SP:Iteration 1F (3078.520000 sec): 3 clusters
  Score: Raw -2841182.539020 + Penalty 4919.245737 = -2836263.293283
  nChanged 1174
		SP:Iteration 2F (3078.600000 sec): 3 clusters
  Score: Raw -2841713.940741 + Penalty 4919.245737 = -2836794.695005
  nChanged 1095
		SP:Iteration 3F (3078.670000 sec): 3 clusters
  Score: Raw -2842228.891024 + Penalty 4919.245737 = -2837309.645287
  nChanged 1068
		SP:Iteration 4F (3078.740000 sec): 3 clusters
  Score: Raw -2842753.158020 + Penalty 4919.245737 = -2837833.912283
  nChanged 1061
		SP:Iteration 5F (3078.820000 sec): 3 clusters
  Score: Raw -2843345.836618 + Penalty 4919.245737 = -2838426.590882
  nChanged 1181
		SP:Iteration 6F (3078.890000 sec): 3 clusters
  Score: Raw -2844155.574650 + Penalty 4919.245737 = -2839236.328914
  nChanged 1276
		SP:Iteration 7F (3078.960000 sec): 3 clusters
  Score: Raw -2845198.645470 + Penalty 4919.245737 = -2840279.399734
  nChanged 1162
		SP:Iteration 8F (3079.040000 sec): 3 clusters
  Score: Raw -2846216.588612 + Penalty 4919.245737 = -2841297.342876
  nChanged 911
		SP:Iteration 9Q (3079.110000 sec): 3 clusters
  Score: Raw -2847137.640976 + Penalty 4919.245737 = -2842218.395239
  nChanged 671
		SP:Iteration 10Q (3079.180000 sec): 3 clusters
  Score: Raw -2847824.338673 + Penalty 4919.245737 = -2842905.092937
  nChanged 462
		SP:Iteration 11Q (3079.250000 sec): 3 clusters
  Score: Raw -2848185.413972 + Penalty 4919.245737 = -2843266.168235
  nChanged 313
		SP:Iteration 12Q (3079.310000 sec): 3 clusters
  Score: Raw -2848375.986525 + Penalty 4919.245737 = -2843456.740789
  nChanged 214
		SP:Iteration 13Q (3079.370000 sec): 3 clusters
  Score: Raw -2848482.467194 + Penalty 4919.245737 = -2843563.221457
  nChanged 144
		SP:Iteration 14Q (3079.430000 sec): 3 clusters
  Score: Raw -2848541.277200 + Penalty 4919.245737 = -2843622.031464
  nChanged 119
		SP:Iteration 15Q (3079.490000 sec): 3 clusters
  Score: Raw -2848588.382909 + Penalty 4919.245737 = -2843669.137173
  nChanged 93
		SP:Iteration 16Q (3079.550000 sec): 3 clusters
  Score: Raw -2848619.541693 + Penalty 4919.245737 = -2843700.295957
  nChanged 57
		SP:Iteration 17Q (3079.600000 sec): 3 clusters
  Score: Raw -2848638.483644 + Penalty 4919.245737 = -2843719.237907
  nChanged 51
		SP:Iteration 18Q (3079.660000 sec): 3 clusters
  Score: Raw -2848653.851428 + Penalty 4919.245737 = -2843734.605691
  nChanged 38
		SP:Iteration 19Q (3079.720000 sec): 3 clusters
  Score: Raw -2848664.911878 + Penalty 4919.245737 = -2843745.666142
  nChanged 28
		SP:Iteration 20F (3079.800000 sec): 3 clusters
  Score: Raw -2848671.640002 + Penalty 4919.245737 = -2843752.394266
  nChanged 19
		SP:Iteration 21Q (3079.850000 sec): 3 clusters
  Score: Raw -2848675.345321 + Penalty 4919.245737 = -2843756.099584
  nChanged 19
		SP:Iteration 22Q (3079.910000 sec): 3 clusters
  Score: Raw -2848680.738044 + Penalty 4919.245737 = -2843761.492307
  nChanged 14
		SP:Iteration 23Q (3079.970000 sec): 3 clusters
  Score: Raw -2848683.659973 + Penalty 4919.245737 = -2843764.414236
  nChanged 9
		SP:Iteration 24Q (3080.020000 sec): 3 clusters
  Score: Raw -2848685.381574 + Penalty 4919.245737 = -2843766.135838
  nChanged 9
		SP:Iteration 25Q (3080.080000 sec): 3 clusters
  Score: Raw -2848687.460054 + Penalty 4919.245737 = -2843768.214317
  nChanged 11
		SP:Iteration 26Q (3080.140000 sec): 3 clusters
  Score: Raw -2848689.666769 + Penalty 4919.245737 = -2843770.421033
  nChanged 10
		SP:Iteration 27Q (3080.200000 sec): 3 clusters
  Score: Raw -2848692.237802 + Penalty 4919.245737 = -2843772.992066
  nChanged 10
		SP:Iteration 28Q (3080.250000 sec): 3 clusters
  Score: Raw -2848694.561978 + Penalty 4919.245737 = -2843775.316242
  nChanged 10
		SP:Iteration 29Q (3080.310000 sec): 3 clusters
  Score: Raw -2848696.689193 + Penalty 4919.245737 = -2843777.443457
  nChanged 9
		SP:Iteration 30Q (3080.360000 sec): 3 clusters
  Score: Raw -2848698.896020 + Penalty 4919.245737 = -2843779.650284
  nChanged 5
		SP:Iteration 31Q (3080.420000 sec): 3 clusters
  Score: Raw -2848699.986428 + Penalty 4919.245737 = -2843780.740692
  nChanged 4
		SP:Iteration 32Q (3080.480000 sec): 3 clusters
  Score: Raw -2848700.618580 + Penalty 4919.245737 = -2843781.372844
  nChanged 3
		SP:Iteration 33Q (3080.540000 sec): 3 clusters
  Score: Raw -2848701.464400 + Penalty 4919.245737 = -2843782.218663
  nChanged 1
		SP:Iteration 34Q (3080.590000 sec): 3 clusters
  Score: Raw -2848701.677649 + Penalty 4919.245737 = -2843782.431913
  nChanged 1
		SP:Iteration 35Q (3080.650000 sec): 3 clusters
  Score: Raw -2848701.901377 + Penalty 4919.245737 = -2843782.655641
  nChanged 1
		SP:Iteration 36Q (3080.710000 sec): 3 clusters
  Score: Raw -2848702.345588 + Penalty 4919.245737 = -2843783.099851
  nChanged 4
		SP:Iteration 37Q (3080.760000 sec): 3 clusters
  Score: Raw -2848703.150916 + Penalty 4919.245737 = -2843783.905179
  nChanged 3
		SP:Iteration 38Q (3080.820000 sec): 3 clusters
  Score: Raw -2848703.415831 + Penalty 4919.245737 = -2843784.170095
  nChanged 0
		SP:Iteration 39F (3080.900000 sec): 3 clusters
  Score: Raw -2848703.415831 + Penalty 4919.245737 = -2843784.170095
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (42690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3081.040000 sec): 2 clusters
  Score: Raw -6589854.113890 + Penalty 2644.106555 = -6587210.007335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3081.200000 sec): 3 clusters
  Score: Raw -6563605.898993 + Penalty 5288.213110 = -6558317.685883
  nChanged 19679
		SP:Iteration 1F (3081.360000 sec): 3 clusters
  Score: Raw -6574434.591361 + Penalty 5288.213110 = -6569146.378251
  nChanged 1734
		SP:Iteration 2Q (3081.530000 sec): 3 clusters
  Score: Raw -6574911.714606 + Penalty 5288.213110 = -6569623.501496
  nChanged 1528
		SP:Iteration 3Q (3081.690000 sec): 3 clusters
  Score: Raw -6575345.896757 + Penalty 5288.213110 = -6570057.683647
  nChanged 1480
		SP:Iteration 4Q (3081.860000 sec): 3 clusters
  Score: Raw -6575773.009014 + Penalty 5288.213110 = -6570484.795904
  nChanged 1480
		SP:Iteration 5Q (3082.020000 sec): 3 clusters
  Score: Raw -6576241.526295 + Penalty 5288.213110 = -6570953.313185
  nChanged 1501
		SP:Iteration 6Q (3082.180000 sec): 3 clusters
  Score: Raw -6576759.606327 + Penalty 5288.213110 = -6571471.393217
  nChanged 1614
		SP:Iteration 7Q (3082.340000 sec): 3 clusters
  Score: Raw -6577397.455929 + Penalty 5288.213110 = -6572109.242819
  nChanged 1693
		SP:Iteration 8Q (3082.500000 sec): 3 clusters
  Score: Raw -6578138.100468 + Penalty 5288.213110 = -6572849.887358
  nChanged 1870
		SP:Iteration 9Q (3082.670000 sec): 3 clusters
  Score: Raw -6579074.421481 + Penalty 5288.213110 = -6573786.208371
  nChanged 2054
		SP:Iteration 10Q (3082.830000 sec): 3 clusters
  Score: Raw -6580085.096921 + Penalty 5288.213110 = -6574796.883811
  nChanged 2007
		SP:Iteration 11Q (3083.000000 sec): 3 clusters
  Score: Raw -6581044.986153 + Penalty 5288.213110 = -6575756.773043
  nChanged 1906
		SP:Iteration 12Q (3083.160000 sec): 3 clusters
  Score: Raw -6581907.811637 + Penalty 5288.213110 = -6576619.598527
  nChanged 1720
		SP:Iteration 13Q (3083.320000 sec): 3 clusters
  Score: Raw -6582622.038245 + Penalty 5288.213110 = -6577333.825135
  nChanged 1454
		SP:Iteration 14Q (3083.480000 sec): 3 clusters
  Score: Raw -6583186.525115 + Penalty 5288.213110 = -6577898.312005
  nChanged 1222
		SP:Iteration 15Q (3083.640000 sec): 3 clusters
  Score: Raw -6583657.773109 + Penalty 5288.213110 = -6578369.559999
  nChanged 1082
		SP:Iteration 16Q (3083.800000 sec): 3 clusters
  Score: Raw -6584028.589148 + Penalty 5288.213110 = -6578740.376038
  nChanged 897
		SP:Iteration 17Q (3083.960000 sec): 3 clusters
  Score: Raw -6584317.796861 + Penalty 5288.213110 = -6579029.583751
  nChanged 769
		SP:Iteration 18Q (3084.120000 sec): 3 clusters
  Score: Raw -6584523.715894 + Penalty 5288.213110 = -6579235.502784
  nChanged 600
		SP:Iteration 19Q (3084.280000 sec): 3 clusters
  Score: Raw -6584664.151744 + Penalty 5288.213110 = -6579375.938634
  nChanged 502
		SP:Iteration 20F (3084.440000 sec): 3 clusters
  Score: Raw -6584775.158209 + Penalty 5288.213110 = -6579486.945099
  nChanged 471
		SP:Iteration 21Q (3084.600000 sec): 3 clusters
  Score: Raw -6584882.370436 + Penalty 5288.213110 = -6579594.157326
  nChanged 474
		SP:Iteration 22Q (3084.760000 sec): 3 clusters
  Score: Raw -6584985.982819 + Penalty 5288.213110 = -6579697.769709
  nChanged 430
		SP:Iteration 23Q (3084.920000 sec): 3 clusters
  Score: Raw -6585082.257985 + Penalty 5288.213110 = -6579794.044875
  nChanged 479
		SP:Iteration 24Q (3085.070000 sec): 3 clusters
  Score: Raw -6585185.259955 + Penalty 5288.213110 = -6579897.046845
  nChanged 460
		SP:Iteration 25Q (3085.230000 sec): 3 clusters
  Score: Raw -6585289.570695 + Penalty 5288.213110 = -6580001.357585
  nChanged 509
		SP:Iteration 26Q (3085.380000 sec): 3 clusters
  Score: Raw -6585405.429878 + Penalty 5288.213110 = -6580117.216768
  nChanged 490
		SP:Iteration 27Q (3085.540000 sec): 3 clusters
  Score: Raw -6585508.108636 + Penalty 5288.213110 = -6580219.895526
  nChanged 464
		SP:Iteration 28Q (3085.700000 sec): 3 clusters
  Score: Raw -6585598.506128 + Penalty 5288.213110 = -6580310.293018
  nChanged 466
		SP:Iteration 29Q (3085.860000 sec): 3 clusters
  Score: Raw -6585695.106626 + Penalty 5288.213110 = -6580406.893516
  nChanged 480
		SP:Iteration 30Q (3086.020000 sec): 3 clusters
  Score: Raw -6585801.054084 + Penalty 5288.213110 = -6580512.840974
  nChanged 496
		SP:Iteration 31Q (3086.190000 sec): 3 clusters
  Score: Raw -6585916.817800 + Penalty 5288.213110 = -6580628.604690
  nChanged 516
		SP:Iteration 32Q (3086.350000 sec): 3 clusters
  Score: Raw -6586054.658724 + Penalty 5288.213110 = -6580766.445614
  nChanged 573
		SP:Iteration 33Q (3086.520000 sec): 3 clusters
  Score: Raw -6586217.334964 + Penalty 5288.213110 = -6580929.121854
  nChanged 573
		SP:Iteration 34Q (3086.680000 sec): 3 clusters
  Score: Raw -6586396.513272 + Penalty 5288.213110 = -6581108.300162
  nChanged 626
		SP:Iteration 35Q (3086.840000 sec): 3 clusters
  Score: Raw -6586599.075125 + Penalty 5288.213110 = -6581310.862015
  nChanged 623
		SP:Iteration 36Q (3087.000000 sec): 3 clusters
  Score: Raw -6586811.206407 + Penalty 5288.213110 = -6581522.993297
  nChanged 651
		SP:Iteration 37Q (3087.160000 sec): 3 clusters
  Score: Raw -6587056.377536 + Penalty 5288.213110 = -6581768.164426
  nChanged 665
		SP:Iteration 38Q (3087.310000 sec): 3 clusters
  Score: Raw -6587327.176808 + Penalty 5288.213110 = -6582038.963698
  nChanged 675
		SP:Iteration 39Q (3087.470000 sec): 3 clusters
  Score: Raw -6587613.975759 + Penalty 5288.213110 = -6582325.762649
  nChanged 630
		SP:Iteration 40F (3087.640000 sec): 3 clusters
  Score: Raw -6587901.216679 + Penalty 5288.213110 = -6582613.003569
  nChanged 595
		SP:Iteration 41Q (3087.790000 sec): 3 clusters
  Score: Raw -6588172.428463 + Penalty 5288.213110 = -6582884.215353
  nChanged 544
		SP:Iteration 42Q (3087.940000 sec): 3 clusters
  Score: Raw -6588432.658902 + Penalty 5288.213110 = -6583144.445792
  nChanged 514
		SP:Iteration 43Q (3088.090000 sec): 3 clusters
  Score: Raw -6588713.366674 + Penalty 5288.213110 = -6583425.153564
  nChanged 482
		SP:Iteration 44Q (3088.230000 sec): 3 clusters
  Score: Raw -6588982.417278 + Penalty 5288.213110 = -6583694.204168
  nChanged 451
		SP:Iteration 45Q (3088.380000 sec): 3 clusters
  Score: Raw -6589237.824693 + Penalty 5288.213110 = -6583949.611583
  nChanged 423
		SP:Iteration 46Q (3088.520000 sec): 3 clusters
  Score: Raw -6589448.888510 + Penalty 5288.213110 = -6584160.675400
  nChanged 354
		SP:Iteration 47Q (3088.660000 sec): 3 clusters
  Score: Raw -6589618.743960 + Penalty 5288.213110 = -6584330.530850
  nChanged 307
		SP:Iteration 48Q (3088.800000 sec): 3 clusters
  Score: Raw -6589764.049815 + Penalty 5288.213110 = -6584475.836705
  nChanged 253
		SP:Iteration 49Q (3088.940000 sec): 3 clusters
  Score: Raw -6589872.024173 + Penalty 5288.213110 = -6584583.811063
  nChanged 240
		SP:Iteration 50Q (3089.070000 sec): 3 clusters
  Score: Raw -6589967.040886 + Penalty 5288.213110 = -6584678.827776
  nChanged 212
		SP:Iteration 51Q (3089.210000 sec): 3 clusters
  Score: Raw -6590042.485289 + Penalty 5288.213110 = -6584754.272179
  nChanged 166
		SP:Iteration 52Q (3089.340000 sec): 3 clusters
  Score: Raw -6590093.888414 + Penalty 5288.213110 = -6584805.675304
  nChanged 141
		SP:Iteration 53Q (3089.470000 sec): 3 clusters
  Score: Raw -6590135.416578 + Penalty 5288.213110 = -6584847.203468
  nChanged 111
		SP:Iteration 54Q (3089.600000 sec): 3 clusters
  Score: Raw -6590168.416343 + Penalty 5288.213110 = -6584880.203233
  nChanged 96
		SP:Iteration 55Q (3089.740000 sec): 3 clusters
  Score: Raw -6590192.117057 + Penalty 5288.213110 = -6584903.903947
  nChanged 71
		SP:Iteration 56Q (3089.860000 sec): 3 clusters
  Score: Raw -6590207.730893 + Penalty 5288.213110 = -6584919.517783
  nChanged 60
		SP:Iteration 57Q (3090.000000 sec): 3 clusters
  Score: Raw -6590218.513500 + Penalty 5288.213110 = -6584930.300390
  nChanged 52
		SP:Iteration 58Q (3090.120000 sec): 3 clusters
  Score: Raw -6590229.131798 + Penalty 5288.213110 = -6584940.918688
  nChanged 39
		SP:Iteration 59Q (3090.260000 sec): 3 clusters
  Score: Raw -6590236.005475 + Penalty 5288.213110 = -6584947.792365
  nChanged 34
		SP:Iteration 60F (3090.420000 sec): 3 clusters
  Score: Raw -6590243.017217 + Penalty 5288.213110 = -6584954.804107
  nChanged 36
		SP:Iteration 61Q (3090.550000 sec): 3 clusters
  Score: Raw -6590250.838266 + Penalty 5288.213110 = -6584962.625156
  nChanged 39
		SP:Iteration 62Q (3090.680000 sec): 3 clusters
  Score: Raw -6590258.461112 + Penalty 5288.213110 = -6584970.248002
  nChanged 25
		SP:Iteration 63Q (3090.810000 sec): 3 clusters
  Score: Raw -6590263.114446 + Penalty 5288.213110 = -6584974.901336
  nChanged 27
		SP:Iteration 64Q (3090.940000 sec): 3 clusters
  Score: Raw -6590267.591471 + Penalty 5288.213110 = -6584979.378361
  nChanged 31
		SP:Iteration 65Q (3091.080000 sec): 3 clusters
  Score: Raw -6590272.760136 + Penalty 5288.213110 = -6584984.547026
  nChanged 28
		SP:Iteration 66Q (3091.200000 sec): 3 clusters
  Score: Raw -6590278.780973 + Penalty 5288.213110 = -6584990.567863
  nChanged 30
		SP:Iteration 67Q (3091.330000 sec): 3 clusters
  Score: Raw -6590285.176550 + Penalty 5288.213110 = -6584996.963440
  nChanged 26
		SP:Iteration 68Q (3091.460000 sec): 3 clusters
  Score: Raw -6590290.442178 + Penalty 5288.213110 = -6585002.229068
  nChanged 18
		SP:Iteration 69Q (3091.590000 sec): 3 clusters
  Score: Raw -6590294.244220 + Penalty 5288.213110 = -6585006.031110
  nChanged 20
		SP:Iteration 70Q (3091.720000 sec): 3 clusters
  Score: Raw -6590297.743995 + Penalty 5288.213110 = -6585009.530885
  nChanged 11
		SP:Iteration 71Q (3091.850000 sec): 3 clusters
  Score: Raw -6590299.554896 + Penalty 5288.213110 = -6585011.341786
  nChanged 10
		SP:Iteration 72Q (3091.980000 sec): 3 clusters
  Score: Raw -6590301.531298 + Penalty 5288.213110 = -6585013.318188
  nChanged 16
		SP:Iteration 73Q (3092.100000 sec): 3 clusters
  Score: Raw -6590304.630977 + Penalty 5288.213110 = -6585016.417867
  nChanged 16
		SP:Iteration 74Q (3092.230000 sec): 3 clusters
  Score: Raw -6590307.983322 + Penalty 5288.213110 = -6585019.770212
  nChanged 13
		SP:Iteration 75Q (3092.360000 sec): 3 clusters
  Score: Raw -6590310.658411 + Penalty 5288.213110 = -6585022.445302
  nChanged 14
		SP:Iteration 76Q (3092.490000 sec): 3 clusters
  Score: Raw -6590312.996893 + Penalty 5288.213110 = -6585024.783783
  nChanged 11
		SP:Iteration 77Q (3092.620000 sec): 3 clusters
  Score: Raw -6590314.474207 + Penalty 5288.213110 = -6585026.261097
  nChanged 9
		SP:Iteration 78Q (3092.740000 sec): 3 clusters
  Score: Raw -6590315.859483 + Penalty 5288.213110 = -6585027.646373
  nChanged 3
		SP:Iteration 79Q (3092.880000 sec): 3 clusters
  Score: Raw -6590316.188892 + Penalty 5288.213110 = -6585027.975782
  nChanged 2
		SP:Iteration 80F (3093.040000 sec): 3 clusters
  Score: Raw -6590316.498792 + Penalty 5288.213110 = -6585028.285682
  nChanged 4
		SP:Iteration 81Q (3093.180000 sec): 3 clusters
  Score: Raw -6590317.219914 + Penalty 5288.213110 = -6585029.006804
  nChanged 3
		SP:Iteration 82Q (3093.300000 sec): 3 clusters
  Score: Raw -6590317.741982 + Penalty 5288.213110 = -6585029.528872
  nChanged 3
		SP:Iteration 83Q (3093.430000 sec): 3 clusters
  Score: Raw -6590318.067621 + Penalty 5288.213110 = -6585029.854511
  nChanged 1
		SP:Iteration 84Q (3093.560000 sec): 3 clusters
  Score: Raw -6590318.246541 + Penalty 5288.213110 = -6585030.033431
  nChanged 3
		SP:Iteration 85Q (3093.680000 sec): 3 clusters
  Score: Raw -6590318.691711 + Penalty 5288.213110 = -6585030.478601
  nChanged 6
		SP:Iteration 86Q (3093.810000 sec): 3 clusters
  Score: Raw -6590319.631042 + Penalty 5288.213110 = -6585031.417932
  nChanged 3
		SP:Iteration 87Q (3093.940000 sec): 3 clusters
  Score: Raw -6590319.948786 + Penalty 5288.213110 = -6585031.735676
  nChanged 4
		SP:Iteration 88Q (3094.070000 sec): 3 clusters
  Score: Raw -6590320.394466 + Penalty 5288.213110 = -6585032.181357
  nChanged 2
		SP:Iteration 89Q (3094.200000 sec): 3 clusters
  Score: Raw -6590320.690575 + Penalty 5288.213110 = -6585032.477465
  nChanged 1
		SP:Iteration 90Q (3094.320000 sec): 3 clusters
  Score: Raw -6590320.796310 + Penalty 5288.213110 = -6585032.583200
  nChanged 0
		SP:Iteration 91F (3094.490000 sec): 3 clusters
  Score: Raw -6590320.796310 + Penalty 5288.213110 = -6585032.583200
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3094.930000 sec): 2 clusters
  Score: Raw -17410225.240605 + Penalty 2899.304819 = -17407325.935786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3095.420000 sec): 3 clusters
  Score: Raw -17333193.034114 + Penalty 5798.609638 = -17327394.424477
  nChanged 56788
		SP:Iteration 1F (3095.910000 sec): 3 clusters
  Score: Raw -17366145.735395 + Penalty 5798.609638 = -17360347.125757
  nChanged 4584
		SP:Iteration 2Q (3096.410000 sec): 3 clusters
  Score: Raw -17367766.741908 + Penalty 5798.609638 = -17361968.132271
  nChanged 5536
		SP:Iteration 3Q (3096.910000 sec): 3 clusters
  Score: Raw -17370478.691704 + Penalty 5798.609638 = -17364680.082066
  nChanged 7008
		SP:Iteration 4F (3097.400000 sec): 3 clusters
  Score: Raw -17375171.843341 + Penalty 5798.609638 = -17369373.233703
  nChanged 8557
		SP:Iteration 5F (3097.890000 sec): 3 clusters
  Score: Raw -17382294.820139 + Penalty 5798.609638 = -17376496.210502
  nChanged 8746
		SP:Iteration 6F (3098.380000 sec): 3 clusters
  Score: Raw -17390098.960103 + Penalty 5798.609638 = -17384300.350465
  nChanged 7408
		SP:Iteration 7F (3098.880000 sec): 3 clusters
  Score: Raw -17395648.583179 + Penalty 5798.609638 = -17389849.973542
  nChanged 5467
		SP:Iteration 8Q (3099.350000 sec): 3 clusters
  Score: Raw -17398658.342493 + Penalty 5798.609638 = -17392859.732856
  nChanged 4111
		SP:Iteration 9Q (3099.800000 sec): 3 clusters
  Score: Raw -17400405.892450 + Penalty 5798.609638 = -17394607.282813
  nChanged 3234
		SP:Iteration 10Q (3100.260000 sec): 3 clusters
  Score: Raw -17401571.251707 + Penalty 5798.609638 = -17395772.642069
  nChanged 2701
		SP:Iteration 11Q (3100.700000 sec): 3 clusters
  Score: Raw -17402439.644242 + Penalty 5798.609638 = -17396641.034605
  nChanged 2315
		SP:Iteration 12Q (3101.140000 sec): 3 clusters
  Score: Raw -17403133.098993 + Penalty 5798.609638 = -17397334.489355
  nChanged 2030
		SP:Iteration 13Q (3101.580000 sec): 3 clusters
  Score: Raw -17403707.456175 + Penalty 5798.609638 = -17397908.846537
  nChanged 1875
		SP:Iteration 14Q (3102.030000 sec): 3 clusters
  Score: Raw -17404230.961606 + Penalty 5798.609638 = -17398432.351968
  nChanged 1687
		SP:Iteration 15Q (3102.460000 sec): 3 clusters
  Score: Raw -17404705.472850 + Penalty 5798.609638 = -17398906.863212
  nChanged 1619
		SP:Iteration 16Q (3102.900000 sec): 3 clusters
  Score: Raw -17405162.834872 + Penalty 5798.609638 = -17399364.225234
  nChanged 1565
		SP:Iteration 17Q (3103.340000 sec): 3 clusters
  Score: Raw -17405597.461790 + Penalty 5798.609638 = -17399798.852153
  nChanged 1577
		SP:Iteration 18Q (3103.780000 sec): 3 clusters
  Score: Raw -17406021.291986 + Penalty 5798.609638 = -17400222.682348
  nChanged 1565
		SP:Iteration 19Q (3104.220000 sec): 3 clusters
  Score: Raw -17406433.122740 + Penalty 5798.609638 = -17400634.513103
  nChanged 1538
		SP:Iteration 20F (3104.690000 sec): 3 clusters
  Score: Raw -17406837.411423 + Penalty 5798.609638 = -17401038.801786
  nChanged 1552
		SP:Iteration 21Q (3105.110000 sec): 3 clusters
  Score: Raw -17407243.615397 + Penalty 5798.609638 = -17401445.005760
  nChanged 1562
		SP:Iteration 22Q (3105.530000 sec): 3 clusters
  Score: Raw -17407658.342549 + Penalty 5798.609638 = -17401859.732912
  nChanged 1583
		SP:Iteration 23Q (3105.950000 sec): 3 clusters
  Score: Raw -17408083.678516 + Penalty 5798.609638 = -17402285.068878
  nChanged 1559
		SP:Iteration 24Q (3106.360000 sec): 3 clusters
  Score: Raw -17408514.643307 + Penalty 5798.609638 = -17402716.033670
  nChanged 1566
		SP:Iteration 25Q (3106.780000 sec): 3 clusters
  Score: Raw -17408955.900017 + Penalty 5798.609638 = -17403157.290379
  nChanged 1558
		SP:Iteration 26Q (3107.200000 sec): 3 clusters
  Score: Raw -17409371.768525 + Penalty 5798.609638 = -17403573.158887
  nChanged 1461
		SP:Iteration 27Q (3107.610000 sec): 3 clusters
  Score: Raw -17409749.516688 + Penalty 5798.609638 = -17403950.907050
  nChanged 1346
		SP:Iteration 28Q (3108.030000 sec): 3 clusters
  Score: Raw -17410078.328317 + Penalty 5798.609638 = -17404279.718679
  nChanged 1236
		SP:Iteration 29Q (3108.440000 sec): 3 clusters
  Score: Raw -17410355.503547 + Penalty 5798.609638 = -17404556.893910
  nChanged 1169
		SP:Iteration 30Q (3108.850000 sec): 3 clusters
  Score: Raw -17410602.792516 + Penalty 5798.609638 = -17404804.182878
  nChanged 1086
		SP:Iteration 31Q (3109.260000 sec): 3 clusters
  Score: Raw -17410813.527017 + Penalty 5798.609638 = -17405014.917379
  nChanged 997
		SP:Iteration 32Q (3109.670000 sec): 3 clusters
  Score: Raw -17410986.582517 + Penalty 5798.609638 = -17405187.972879
  nChanged 830
		SP:Iteration 33Q (3110.070000 sec): 3 clusters
  Score: Raw -17411110.617577 + Penalty 5798.609638 = -17405312.007939
  nChanged 719
		SP:Iteration 34Q (3110.480000 sec): 3 clusters
  Score: Raw -17411201.920885 + Penalty 5798.609638 = -17405403.311247
  nChanged 652
		SP:Iteration 35Q (3110.890000 sec): 3 clusters
  Score: Raw -17411277.800844 + Penalty 5798.609638 = -17405479.191206
  nChanged 562
		SP:Iteration 36Q (3111.290000 sec): 3 clusters
  Score: Raw -17411337.103198 + Penalty 5798.609638 = -17405538.493560
  nChanged 538
		SP:Iteration 37Q (3111.690000 sec): 3 clusters
  Score: Raw -17411392.672840 + Penalty 5798.609638 = -17405594.063202
  nChanged 503
		SP:Iteration 38Q (3112.100000 sec): 3 clusters
  Score: Raw -17411440.453873 + Penalty 5798.609638 = -17405641.844235
  nChanged 458
		SP:Iteration 39Q (3112.510000 sec): 3 clusters
  Score: Raw -17411483.781606 + Penalty 5798.609638 = -17405685.171968
  nChanged 432
		SP:Iteration 40F (3112.950000 sec): 3 clusters
  Score: Raw -17411521.646093 + Penalty 5798.609638 = -17405723.036456
  nChanged 364
		SP:Iteration 41Q (3113.380000 sec): 3 clusters
  Score: Raw -17411548.085305 + Penalty 5798.609638 = -17405749.475667
  nChanged 296
		SP:Iteration 42Q (3113.810000 sec): 3 clusters
  Score: Raw -17411568.095902 + Penalty 5798.609638 = -17405769.486264
  nChanged 276
		SP:Iteration 43Q (3114.230000 sec): 3 clusters
  Score: Raw -17411585.372299 + Penalty 5798.609638 = -17405786.762662
  nChanged 258
		SP:Iteration 44Q (3114.650000 sec): 3 clusters
  Score: Raw -17411599.282734 + Penalty 5798.609638 = -17405800.673097
  nChanged 205
		SP:Iteration 45Q (3115.080000 sec): 3 clusters
  Score: Raw -17411608.826189 + Penalty 5798.609638 = -17405810.216551
  nChanged 157
		SP:Iteration 46Q (3115.500000 sec): 3 clusters
  Score: Raw -17411615.151821 + Penalty 5798.609638 = -17405816.542183
  nChanged 119
		SP:Iteration 47Q (3115.930000 sec): 3 clusters
  Score: Raw -17411619.232039 + Penalty 5798.609638 = -17405820.622402
  nChanged 107
		SP:Iteration 48Q (3116.360000 sec): 3 clusters
  Score: Raw -17411622.674757 + Penalty 5798.609638 = -17405824.065119
  nChanged 100
		SP:Iteration 49Q (3116.780000 sec): 3 clusters
  Score: Raw -17411625.730577 + Penalty 5798.609638 = -17405827.120940
  nChanged 88
		SP:Iteration 50Q (3117.200000 sec): 3 clusters
  Score: Raw -17411628.209325 + Penalty 5798.609638 = -17405829.599687
  nChanged 68
		SP:Iteration 51Q (3117.630000 sec): 3 clusters
  Score: Raw -17411630.191251 + Penalty 5798.609638 = -17405831.581614
  nChanged 59
		SP:Iteration 52Q (3118.050000 sec): 3 clusters
  Score: Raw -17411631.928563 + Penalty 5798.609638 = -17405833.318925
  nChanged 61
		SP:Iteration 53Q (3118.470000 sec): 3 clusters
  Score: Raw -17411633.504613 + Penalty 5798.609638 = -17405834.894975
  nChanged 51
		SP:Iteration 54Q (3118.900000 sec): 3 clusters
  Score: Raw -17411634.535806 + Penalty 5798.609638 = -17405835.926169
  nChanged 54
		SP:Iteration 55Q (3119.320000 sec): 3 clusters
  Score: Raw -17411635.750453 + Penalty 5798.609638 = -17405837.140815
  nChanged 52
		SP:Iteration 56Q (3119.740000 sec): 3 clusters
  Score: Raw -17411636.774013 + Penalty 5798.609638 = -17405838.164375
  nChanged 43
		SP:Iteration 57Q (3120.160000 sec): 3 clusters
  Score: Raw -17411637.618289 + Penalty 5798.609638 = -17405839.008651
  nChanged 40
		SP:Iteration 58Q (3120.620000 sec): 3 clusters
  Score: Raw -17411638.275353 + Penalty 5798.609638 = -17405839.665715
  nChanged 25
		SP:Iteration 59Q (3121.070000 sec): 3 clusters
  Score: Raw -17411638.656347 + Penalty 5798.609638 = -17405840.046709
  nChanged 21
		SP:Iteration 60F (3121.550000 sec): 3 clusters
  Score: Raw -17411638.931656 + Penalty 5798.609638 = -17405840.322019
  nChanged 19
		SP:Iteration 61Q (3122.010000 sec): 3 clusters
  Score: Raw -17411639.244083 + Penalty 5798.609638 = -17405840.634446
  nChanged 9
		SP:Iteration 62Q (3122.470000 sec): 3 clusters
  Score: Raw -17411639.339620 + Penalty 5798.609638 = -17405840.729982
  nChanged 7
		SP:Iteration 63Q (3122.920000 sec): 3 clusters
  Score: Raw -17411639.412224 + Penalty 5798.609638 = -17405840.802586
  nChanged 5
		SP:Iteration 64Q (3123.380000 sec): 3 clusters
  Score: Raw -17411639.460049 + Penalty 5798.609638 = -17405840.850411
  nChanged 3
		SP:Iteration 65Q (3123.830000 sec): 3 clusters
  Score: Raw -17411639.488701 + Penalty 5798.609638 = -17405840.879063
  nChanged 4
		SP:Iteration 66Q (3124.300000 sec): 3 clusters
  Score: Raw -17411639.539637 + Penalty 5798.609638 = -17405840.929999
  nChanged 5
		SP:Iteration 67Q (3124.760000 sec): 3 clusters
  Score: Raw -17411639.616145 + Penalty 5798.609638 = -17405841.006508
  nChanged 4
		SP:Iteration 68Q (3125.210000 sec): 3 clusters
  Score: Raw -17411639.659125 + Penalty 5798.609638 = -17405841.049487
  nChanged 3
		SP:Iteration 69Q (3125.670000 sec): 3 clusters
  Score: Raw -17411639.678397 + Penalty 5798.609638 = -17405841.068760
  nChanged 3
		SP:Iteration 70Q (3126.120000 sec): 3 clusters
  Score: Raw -17411639.708294 + Penalty 5798.609638 = -17405841.098657
  nChanged 2
		SP:Iteration 71Q (3126.580000 sec): 3 clusters
  Score: Raw -17411639.731632 + Penalty 5798.609638 = -17405841.121994
  nChanged 0
		SP:Iteration 72F (3127.070000 sec): 3 clusters
  Score: Raw -17411639.731632 + Penalty 5798.609638 = -17405841.121994
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3127.160000 sec): 2 clusters
  Score: Raw -1775832.895195 + Penalty 2321.847580 = -1773511.047615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3127.200000 sec): 3 clusters
  Score: Raw -1769433.793264 + Penalty 4643.695160 = -1764790.098104
  nChanged 4882
		SP:Iteration 1F (3127.250000 sec): 3 clusters
  Score: Raw -1771978.650812 + Penalty 4643.695160 = -1767334.955653
  nChanged 669
		SP:Iteration 2F (3127.290000 sec): 3 clusters
  Score: Raw -1772240.424033 + Penalty 4643.695160 = -1767596.728874
  nChanged 522
		SP:Iteration 3Q (3127.340000 sec): 3 clusters
  Score: Raw -1772429.559652 + Penalty 4643.695160 = -1767785.864492
  nChanged 409
		SP:Iteration 4Q (3127.390000 sec): 3 clusters
  Score: Raw -1772571.830550 + Penalty 4643.695160 = -1767928.135390
  nChanged 367
		SP:Iteration 5Q (3127.430000 sec): 3 clusters
  Score: Raw -1772695.740866 + Penalty 4643.695160 = -1768052.045706
  nChanged 318
		SP:Iteration 6Q (3127.480000 sec): 3 clusters
  Score: Raw -1772803.082624 + Penalty 4643.695160 = -1768159.387464
  nChanged 267
		SP:Iteration 7Q (3127.530000 sec): 3 clusters
  Score: Raw -1772894.587307 + Penalty 4643.695160 = -1768250.892148
  nChanged 290
		SP:Iteration 8Q (3127.570000 sec): 3 clusters
  Score: Raw -1773007.161354 + Penalty 4643.695160 = -1768363.466194
  nChanged 362
		SP:Iteration 9Q (3127.620000 sec): 3 clusters
  Score: Raw -1773187.886252 + Penalty 4643.695160 = -1768544.191092
  nChanged 420
		SP:Iteration 10Q (3127.670000 sec): 3 clusters
  Score: Raw -1773421.097975 + Penalty 4643.695160 = -1768777.402816
  nChanged 504
		SP:Iteration 11Q (3127.710000 sec): 3 clusters
  Score: Raw -1773722.135430 + Penalty 4643.695160 = -1769078.440271
  nChanged 534
		SP:Iteration 12Q (3127.760000 sec): 3 clusters
  Score: Raw -1774072.126660 + Penalty 4643.695160 = -1769428.431501
  nChanged 544
		SP:Iteration 13Q (3127.810000 sec): 3 clusters
  Score: Raw -1774462.941063 + Penalty 4643.695160 = -1769819.245904
  nChanged 508
		SP:Iteration 14Q (3127.850000 sec): 3 clusters
  Score: Raw -1774871.833321 + Penalty 4643.695160 = -1770228.138162
  nChanged 456
		SP:Iteration 15Q (3127.890000 sec): 3 clusters
  Score: Raw -1775283.458820 + Penalty 4643.695160 = -1770639.763660
  nChanged 326
		SP:Iteration 16Q (3127.940000 sec): 3 clusters
  Score: Raw -1775581.351890 + Penalty 4643.695160 = -1770937.656730
  nChanged 209
		SP:Iteration 17Q (3127.980000 sec): 3 clusters
  Score: Raw -1775782.962534 + Penalty 4643.695160 = -1771139.267374
  nChanged 130
		SP:Iteration 18Q (3128.010000 sec): 3 clusters
  Score: Raw -1775902.630416 + Penalty 4643.695160 = -1771258.935256
  nChanged 70
		SP:Iteration 19Q (3128.050000 sec): 3 clusters
  Score: Raw -1775962.307536 + Penalty 4643.695160 = -1771318.612376
  nChanged 38
		SP:Iteration 20F (3128.100000 sec): 3 clusters
  Score: Raw -1775999.800616 + Penalty 4643.695160 = -1771356.105456
  nChanged 32
		SP:Iteration 21Q (3128.130000 sec): 3 clusters
  Score: Raw -1776039.433934 + Penalty 4643.695160 = -1771395.738774
  nChanged 24
		SP:Iteration 22Q (3128.170000 sec): 3 clusters
  Score: Raw -1776068.421857 + Penalty 4643.695160 = -1771424.726697
  nChanged 17
		SP:Iteration 23Q (3128.210000 sec): 3 clusters
  Score: Raw -1776090.605865 + Penalty 4643.695160 = -1771446.910706
  nChanged 15
		SP:Iteration 24Q (3128.240000 sec): 3 clusters
  Score: Raw -1776111.253945 + Penalty 4643.695160 = -1771467.558785
  nChanged 11
		SP:Iteration 25Q (3128.270000 sec): 3 clusters
  Score: Raw -1776124.928823 + Penalty 4643.695160 = -1771481.233663
  nChanged 4
		SP:Iteration 26Q (3128.310000 sec): 3 clusters
  Score: Raw -1776128.635429 + Penalty 4643.695160 = -1771484.940270
  nChanged 1
		SP:Iteration 27Q (3128.340000 sec): 3 clusters
  Score: Raw -1776129.467082 + Penalty 4643.695160 = -1771485.771922
  nChanged 0
		SP:Iteration 28F (3128.390000 sec): 3 clusters
  Score: Raw -1776129.467082 + Penalty 4643.695160 = -1771485.771922
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (3740 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3128.410000 sec): 2 clusters
  Score: Raw -535244.074278 + Penalty 2040.256541 = -533203.817737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3128.420000 sec): 3 clusters
  Score: Raw -533512.273498 + Penalty 4080.513082 = -529431.760417
  nChanged 1353
		SP:Iteration 1F (3128.430000 sec): 3 clusters
  Score: Raw -534310.146143 + Penalty 4080.513082 = -530229.633061
  nChanged 257
		SP:Iteration 2F (3128.450000 sec): 3 clusters
  Score: Raw -534462.518242 + Penalty 4080.513082 = -530382.005161
  nChanged 170
		SP:Iteration 3Q (3128.470000 sec): 3 clusters
  Score: Raw -534563.369172 + Penalty 4080.513082 = -530482.856090
  nChanged 137
		SP:Iteration 4Q (3128.480000 sec): 3 clusters
  Score: Raw -534642.000747 + Penalty 4080.513082 = -530561.487665
  nChanged 116
		SP:Iteration 5Q (3128.490000 sec): 3 clusters
  Score: Raw -534706.185180 + Penalty 4080.513082 = -530625.672098
  nChanged 85
		SP:Iteration 6Q (3128.510000 sec): 3 clusters
  Score: Raw -534744.671359 + Penalty 4080.513082 = -530664.158277
  nChanged 60
		SP:Iteration 7Q (3128.520000 sec): 3 clusters
  Score: Raw -534770.822004 + Penalty 4080.513082 = -530690.308922
  nChanged 50
		SP:Iteration 8Q (3128.540000 sec): 3 clusters
  Score: Raw -534796.073848 + Penalty 4080.513082 = -530715.560767
  nChanged 46
		SP:Iteration 9Q (3128.550000 sec): 3 clusters
  Score: Raw -534814.667907 + Penalty 4080.513082 = -530734.154825
  nChanged 41
		SP:Iteration 10Q (3128.570000 sec): 3 clusters
  Score: Raw -534834.941591 + Penalty 4080.513082 = -530754.428510
  nChanged 40
		SP:Iteration 11Q (3128.580000 sec): 3 clusters
  Score: Raw -534851.851357 + Penalty 4080.513082 = -530771.338275
  nChanged 33
		SP:Iteration 12Q (3128.600000 sec): 3 clusters
  Score: Raw -534865.215393 + Penalty 4080.513082 = -530784.702312
  nChanged 30
		SP:Iteration 13Q (3128.610000 sec): 3 clusters
  Score: Raw -534877.497734 + Penalty 4080.513082 = -530796.984653
  nChanged 36
		SP:Iteration 14Q (3128.630000 sec): 3 clusters
  Score: Raw -534896.658626 + Penalty 4080.513082 = -530816.145544
  nChanged 47
		SP:Iteration 15Q (3128.640000 sec): 3 clusters
  Score: Raw -534917.084620 + Penalty 4080.513082 = -530836.571539
  nChanged 39
		SP:Iteration 16Q (3128.660000 sec): 3 clusters
  Score: Raw -534935.760165 + Penalty 4080.513082 = -530855.247083
  nChanged 36
		SP:Iteration 17Q (3128.670000 sec): 3 clusters
  Score: Raw -534951.073717 + Penalty 4080.513082 = -530870.560635
  nChanged 32
		SP:Iteration 18Q (3128.690000 sec): 3 clusters
  Score: Raw -534968.585384 + Penalty 4080.513082 = -530888.072302
  nChanged 45
		SP:Iteration 19Q (3128.700000 sec): 3 clusters
  Score: Raw -534992.572601 + Penalty 4080.513082 = -530912.059520
  nChanged 49
		SP:Iteration 20F (3128.710000 sec): 3 clusters
  Score: Raw -535013.829069 + Penalty 4080.513082 = -530933.315987
  nChanged 33
		SP:Iteration 21Q (3128.730000 sec): 3 clusters
  Score: Raw -535027.148718 + Penalty 4080.513082 = -530946.635637
  nChanged 28
		SP:Iteration 22Q (3128.750000 sec): 3 clusters
  Score: Raw -535038.918521 + Penalty 4080.513082 = -530958.405439
  nChanged 29
		SP:Iteration 23Q (3128.760000 sec): 3 clusters
  Score: Raw -535054.759748 + Penalty 4080.513082 = -530974.246666
  nChanged 35
		SP:Iteration 24Q (3128.770000 sec): 3 clusters
  Score: Raw -535071.727651 + Penalty 4080.513082 = -530991.214569
  nChanged 42
		SP:Iteration 25Q (3128.790000 sec): 3 clusters
  Score: Raw -535090.891402 + Penalty 4080.513082 = -531010.378320
  nChanged 32
		SP:Iteration 26Q (3128.800000 sec): 3 clusters
  Score: Raw -535106.116499 + Penalty 4080.513082 = -531025.603418
  nChanged 30
		SP:Iteration 27Q (3128.820000 sec): 3 clusters
  Score: Raw -535118.267046 + Penalty 4080.513082 = -531037.753965
  nChanged 23
		SP:Iteration 28Q (3128.830000 sec): 3 clusters
  Score: Raw -535132.700188 + Penalty 4080.513082 = -531052.187106
  nChanged 26
		SP:Iteration 29Q (3128.850000 sec): 3 clusters
  Score: Raw -535150.496564 + Penalty 4080.513082 = -531069.983483
  nChanged 25
		SP:Iteration 30Q (3128.860000 sec): 3 clusters
  Score: Raw -535165.531637 + Penalty 4080.513082 = -531085.018555
  nChanged 32
		SP:Iteration 31Q (3128.880000 sec): 3 clusters
  Score: Raw -535180.446966 + Penalty 4080.513082 = -531099.933884
  nChanged 22
		SP:Iteration 32Q (3128.890000 sec): 3 clusters
  Score: Raw -535192.592298 + Penalty 4080.513082 = -531112.079216
  nChanged 13
		SP:Iteration 33Q (3128.910000 sec): 3 clusters
  Score: Raw -535197.359707 + Penalty 4080.513082 = -531116.846626
  nChanged 11
		SP:Iteration 34Q (3128.920000 sec): 3 clusters
  Score: Raw -535201.156239 + Penalty 4080.513082 = -531120.643157
  nChanged 8
		SP:Iteration 35Q (3128.930000 sec): 3 clusters
  Score: Raw -535205.572405 + Penalty 4080.513082 = -531125.059323
  nChanged 13
		SP:Iteration 36Q (3128.950000 sec): 3 clusters
  Score: Raw -535210.479030 + Penalty 4080.513082 = -531129.965949
  nChanged 14
		SP:Iteration 37Q (3128.970000 sec): 3 clusters
  Score: Raw -535215.905929 + Penalty 4080.513082 = -531135.392847
  nChanged 8
		SP:Iteration 38Q (3128.980000 sec): 3 clusters
  Score: Raw -535218.200785 + Penalty 4080.513082 = -531137.687703
  nChanged 4
		SP:Iteration 39Q (3128.990000 sec): 3 clusters
  Score: Raw -535219.245857 + Penalty 4080.513082 = -531138.732775
  nChanged 3
		SP:Iteration 40F (3129.010000 sec): 3 clusters
  Score: Raw -535219.772778 + Penalty 4080.513082 = -531139.259696
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3129.010000 sec): 2 clusters
  Score: Raw -27239.942278 + Penalty 1352.919637 = -25887.022641
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3129.010000 sec): 3 clusters
  Score: Raw -27491.737114 + Penalty 2705.839273 = -24785.897841
  nChanged 31
		SP:Iteration 1F (3129.010000 sec): 3 clusters
  Score: Raw -27651.737425 + Penalty 2705.839273 = -24945.898152
  nChanged 11
		SP:Iteration 2Q (3129.020000 sec): 3 clusters
  Score: Raw -27722.041408 + Penalty 2705.839273 = -25016.202135
  nChanged 6
		SP:Iteration 3Q (3129.020000 sec): 3 clusters
  Score: Raw -27792.857037 + Penalty 2705.839273 = -25087.017764
  nChanged 5
		SP:Iteration 4Q (3129.020000 sec): 3 clusters
  Score: Raw -27825.022497 + Penalty 2705.839273 = -25119.183224
  nChanged 5
		SP:Iteration 5Q (3129.020000 sec): 3 clusters
  Score: Raw -27852.433868 + Penalty 2705.839273 = -25146.594594
  nChanged 1
		SP:Iteration 6Q (3129.020000 sec): 3 clusters
  Score: Raw -27866.600349 + Penalty 2705.839273 = -25160.761076
  nChanged 1
		SP:Iteration 7Q (3129.020000 sec): 3 clusters
  Score: Raw -27872.912919 + Penalty 2705.839273 = -25167.073646
  nChanged 1
		SP:Iteration 8Q (3129.020000 sec): 3 clusters
  Score: Raw -27878.356377 + Penalty 2705.839273 = -25172.517104
  nChanged 2
		SP:Iteration 9Q (3129.020000 sec): 3 clusters
  Score: Raw -27895.403663 + Penalty 2705.839273 = -25189.564390
  nChanged 2
		SP:Iteration 10Q (3129.020000 sec): 3 clusters
  Score: Raw -27913.395028 + Penalty 2705.839273 = -25207.555755
  nChanged 0
		SP:Iteration 11F (3129.030000 sec): 3 clusters
  Score: Raw -27913.395028 + Penalty 2705.839273 = -25207.555755
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (30933 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3129.140000 sec): 2 clusters
  Score: Raw -4515764.815052 + Penalty 2564.215556 = -4513200.599496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3129.270000 sec): 3 clusters
  Score: Raw -4497200.262436 + Penalty 5128.431112 = -4492071.831324
  nChanged 13922
		SP:Iteration 1F (3129.390000 sec): 3 clusters
  Score: Raw -4504790.511585 + Penalty 5128.431112 = -4499662.080474
  nChanged 1470
		SP:Iteration 2Q (3129.520000 sec): 3 clusters
  Score: Raw -4505361.247645 + Penalty 5128.431112 = -4500232.816534
  nChanged 1382
		SP:Iteration 3Q (3129.640000 sec): 3 clusters
  Score: Raw -4505965.318743 + Penalty 5128.431112 = -4500836.887632
  nChanged 1320
		SP:Iteration 4Q (3129.770000 sec): 3 clusters
  Score: Raw -4506587.458547 + Penalty 5128.431112 = -4501459.027435
  nChanged 1309
		SP:Iteration 5Q (3129.890000 sec): 3 clusters
  Score: Raw -4507255.606679 + Penalty 5128.431112 = -4502127.175567
  nChanged 1442
		SP:Iteration 6Q (3130.010000 sec): 3 clusters
  Score: Raw -4508019.970294 + Penalty 5128.431112 = -4502891.539182
  nChanged 1589
		SP:Iteration 7F (3130.140000 sec): 3 clusters
  Score: Raw -4508888.361847 + Penalty 5128.431112 = -4503759.930736
  nChanged 1661
		SP:Iteration 8F (3130.260000 sec): 3 clusters
  Score: Raw -4509735.375137 + Penalty 5128.431112 = -4504606.944025
  nChanged 1646
		SP:Iteration 9F (3130.380000 sec): 3 clusters
  Score: Raw -4510488.302768 + Penalty 5128.431112 = -4505359.871657
  nChanged 1399
		SP:Iteration 10Q (3130.510000 sec): 3 clusters
  Score: Raw -4511072.335478 + Penalty 5128.431112 = -4505943.904367
  nChanged 1184
		SP:Iteration 11Q (3130.630000 sec): 3 clusters
  Score: Raw -4511550.351567 + Penalty 5128.431112 = -4506421.920455
  nChanged 965
		SP:Iteration 12Q (3130.750000 sec): 3 clusters
  Score: Raw -4511957.764073 + Penalty 5128.431112 = -4506829.332962
  nChanged 898
		SP:Iteration 13Q (3130.870000 sec): 3 clusters
  Score: Raw -4512318.996297 + Penalty 5128.431112 = -4507190.565185
  nChanged 802
		SP:Iteration 14Q (3130.990000 sec): 3 clusters
  Score: Raw -4512637.281532 + Penalty 5128.431112 = -4507508.850421
  nChanged 754
		SP:Iteration 15Q (3131.120000 sec): 3 clusters
  Score: Raw -4512945.061678 + Penalty 5128.431112 = -4507816.630566
  nChanged 762
		SP:Iteration 16Q (3131.240000 sec): 3 clusters
  Score: Raw -4513265.233131 + Penalty 5128.431112 = -4508136.802019
  nChanged 733
		SP:Iteration 17Q (3131.360000 sec): 3 clusters
  Score: Raw -4513585.717265 + Penalty 5128.431112 = -4508457.286153
  nChanged 689
		SP:Iteration 18Q (3131.480000 sec): 3 clusters
  Score: Raw -4513896.198147 + Penalty 5128.431112 = -4508767.767035
  nChanged 637
		SP:Iteration 19Q (3131.600000 sec): 3 clusters
  Score: Raw -4514206.903948 + Penalty 5128.431112 = -4509078.472836
  nChanged 610
		SP:Iteration 20F (3131.720000 sec): 3 clusters
  Score: Raw -4514604.354084 + Penalty 5128.431112 = -4509475.922972
  nChanged 574
		SP:Iteration 21Q (3131.850000 sec): 3 clusters
  Score: Raw -4515260.582041 + Penalty 5128.431112 = -4510132.150929
  nChanged 514
		SP:Iteration 22Q (3131.970000 sec): 3 clusters
  Score: Raw -4515926.925161 + Penalty 5128.431112 = -4510798.494050
  nChanged 441
		SP:Iteration 23Q (3132.080000 sec): 3 clusters
  Score: Raw -4516135.278057 + Penalty 5128.431112 = -4511006.846945
  nChanged 375
		SP:Iteration 24Q (3132.190000 sec): 3 clusters
  Score: Raw -4516293.063061 + Penalty 5128.431112 = -4511164.631949
  nChanged 331
		SP:Iteration 25Q (3132.300000 sec): 3 clusters
  Score: Raw -4516422.997855 + Penalty 5128.431112 = -4511294.566743
  nChanged 270
		SP:Iteration 26Q (3132.400000 sec): 3 clusters
  Score: Raw -4516517.187511 + Penalty 5128.431112 = -4511388.756399
  nChanged 218
		SP:Iteration 27Q (3132.500000 sec): 3 clusters
  Score: Raw -4516586.290925 + Penalty 5128.431112 = -4511457.859813
  nChanged 153
		SP:Iteration 28Q (3132.600000 sec): 3 clusters
  Score: Raw -4516629.746115 + Penalty 5128.431112 = -4511501.315004
  nChanged 147
		SP:Iteration 29Q (3132.700000 sec): 3 clusters
  Score: Raw -4516668.417314 + Penalty 5128.431112 = -4511539.986203
  nChanged 110
		SP:Iteration 30Q (3132.800000 sec): 3 clusters
  Score: Raw -4516697.506912 + Penalty 5128.431112 = -4511569.075800
  nChanged 96
		SP:Iteration 31Q (3132.900000 sec): 3 clusters
  Score: Raw -4516722.219572 + Penalty 5128.431112 = -4511593.788460
  nChanged 86
		SP:Iteration 32Q (3133.000000 sec): 3 clusters
  Score: Raw -4516742.630078 + Penalty 5128.431112 = -4511614.198966
  nChanged 71
		SP:Iteration 33Q (3133.100000 sec): 3 clusters
  Score: Raw -4516758.483982 + Penalty 5128.431112 = -4511630.052870
  nChanged 61
		SP:Iteration 34Q (3133.190000 sec): 3 clusters
  Score: Raw -4516771.705102 + Penalty 5128.431112 = -4511643.273990
  nChanged 50
		SP:Iteration 35Q (3133.290000 sec): 3 clusters
  Score: Raw -4516784.076992 + Penalty 5128.431112 = -4511655.645881
  nChanged 50
		SP:Iteration 36Q (3133.390000 sec): 3 clusters
  Score: Raw -4516796.042474 + Penalty 5128.431112 = -4511667.611362
  nChanged 50
		SP:Iteration 37Q (3133.480000 sec): 3 clusters
  Score: Raw -4516806.604343 + Penalty 5128.431112 = -4511678.173232
  nChanged 45
		SP:Iteration 38Q (3133.580000 sec): 3 clusters
  Score: Raw -4516814.777007 + Penalty 5128.431112 = -4511686.345895
  nChanged 37
		SP:Iteration 39Q (3133.680000 sec): 3 clusters
  Score: Raw -4516822.877640 + Penalty 5128.431112 = -4511694.446528
  nChanged 36
		SP:Iteration 40F (3133.800000 sec): 3 clusters
  Score: Raw -4516831.567250 + Penalty 5128.431112 = -4511703.136138
  nChanged 36
		SP:Iteration 41Q (3133.900000 sec): 3 clusters
  Score: Raw -4516840.815070 + Penalty 5128.431112 = -4511712.383959
  nChanged 31
		SP:Iteration 42Q (3133.990000 sec): 3 clusters
  Score: Raw -4516846.724069 + Penalty 5128.431112 = -4511718.292957
  nChanged 26
		SP:Iteration 43Q (3134.090000 sec): 3 clusters
  Score: Raw -4516851.932203 + Penalty 5128.431112 = -4511723.501092
  nChanged 22
		SP:Iteration 44Q (3134.180000 sec): 3 clusters
  Score: Raw -4516855.252043 + Penalty 5128.431112 = -4511726.820931
  nChanged 14
		SP:Iteration 45Q (3134.280000 sec): 3 clusters
  Score: Raw -4516857.413943 + Penalty 5128.431112 = -4511728.982831
  nChanged 10
		SP:Iteration 46Q (3134.380000 sec): 3 clusters
  Score: Raw -4516858.978142 + Penalty 5128.431112 = -4511730.547030
  nChanged 11
		SP:Iteration 47Q (3134.470000 sec): 3 clusters
  Score: Raw -4516860.670286 + Penalty 5128.431112 = -4511732.239174
  nChanged 10
		SP:Iteration 48Q (3134.570000 sec): 3 clusters
  Score: Raw -4516861.808344 + Penalty 5128.431112 = -4511733.377232
  nChanged 5
		SP:Iteration 49Q (3134.660000 sec): 3 clusters
  Score: Raw -4516862.375278 + Penalty 5128.431112 = -4511733.944167
  nChanged 4
		SP:Iteration 50Q (3134.760000 sec): 3 clusters
  Score: Raw -4516862.978193 + Penalty 5128.431112 = -4511734.547081
  nChanged 4
		SP:Iteration 51Q (3134.860000 sec): 3 clusters
  Score: Raw -4516863.669732 + Penalty 5128.431112 = -4511735.238620
  nChanged 7
		SP:Iteration 52Q (3134.960000 sec): 3 clusters
  Score: Raw -4516864.998030 + Penalty 5128.431112 = -4511736.566918
  nChanged 13
		SP:Iteration 53Q (3135.050000 sec): 3 clusters
  Score: Raw -4516867.492832 + Penalty 5128.431112 = -4511739.061721
  nChanged 14
		SP:Iteration 54Q (3135.150000 sec): 3 clusters
  Score: Raw -4516870.040539 + Penalty 5128.431112 = -4511741.609427
  nChanged 11
		SP:Iteration 55Q (3135.250000 sec): 3 clusters
  Score: Raw -4516871.613566 + Penalty 5128.431112 = -4511743.182454
  nChanged 10
		SP:Iteration 56Q (3135.340000 sec): 3 clusters
  Score: Raw -4516872.807312 + Penalty 5128.431112 = -4511744.376200
  nChanged 7
		SP:Iteration 57Q (3135.430000 sec): 3 clusters
  Score: Raw -4516873.876358 + Penalty 5128.431112 = -4511745.445246
  nChanged 9
		SP:Iteration 58Q (3135.530000 sec): 3 clusters
  Score: Raw -4516875.254353 + Penalty 5128.431112 = -4511746.823242
  nChanged 9
		SP:Iteration 59Q (3135.630000 sec): 3 clusters
  Score: Raw -4516876.554792 + Penalty 5128.431112 = -4511748.123680
  nChanged 8
		SP:Iteration 60F (3135.750000 sec): 3 clusters
  Score: Raw -4516877.630983 + Penalty 5128.431112 = -4511749.199871
  nChanged 8
		SP:Iteration 61Q (3135.850000 sec): 3 clusters
  Score: Raw -4516878.594070 + Penalty 5128.431112 = -4511750.162958
  nChanged 6
		SP:Iteration 62Q (3135.940000 sec): 3 clusters
  Score: Raw -4516879.327510 + Penalty 5128.431112 = -4511750.896399
  nChanged 4
		SP:Iteration 63Q (3136.040000 sec): 3 clusters
  Score: Raw -4516879.989617 + Penalty 5128.431112 = -4511751.558506
  nChanged 5
		SP:Iteration 64Q (3136.130000 sec): 3 clusters
  Score: Raw -4516880.475377 + Penalty 5128.431112 = -4511752.044265
  nChanged 6
		SP:Iteration 65Q (3136.230000 sec): 3 clusters
  Score: Raw -4516881.324804 + Penalty 5128.431112 = -4511752.893692
  nChanged 3
		SP:Iteration 66Q (3136.330000 sec): 3 clusters
  Score: Raw -4516881.669341 + Penalty 5128.431112 = -4511753.238230
  nChanged 1
		SP:Iteration 67Q (3136.420000 sec): 3 clusters
  Score: Raw -4516881.793241 + Penalty 5128.431112 = -4511753.362129
  nChanged 1
		SP:Iteration 68Q (3136.520000 sec): 3 clusters
  Score: Raw -4516881.894724 + Penalty 5128.431112 = -4511753.463612
  nChanged 2
		SP:Iteration 69Q (3136.610000 sec): 3 clusters
  Score: Raw -4516882.347829 + Penalty 5128.431112 = -4511753.916717
  nChanged 2
		SP:Iteration 70Q (3136.710000 sec): 3 clusters
  Score: Raw -4516882.945699 + Penalty 5128.431112 = -4511754.514587
  nChanged 4
		SP:Iteration 71Q (3136.810000 sec): 3 clusters
  Score: Raw -4516883.486764 + Penalty 5128.431112 = -4511755.055652
  nChanged 6
		SP:Iteration 72Q (3136.900000 sec): 3 clusters
  Score: Raw -4516884.756335 + Penalty 5128.431112 = -4511756.325224
  nChanged 5
		SP:Iteration 73Q (3137.000000 sec): 3 clusters
  Score: Raw -4516885.931705 + Penalty 5128.431112 = -4511757.500593
  nChanged 8
		SP:Iteration 74Q (3137.090000 sec): 3 clusters
  Score: Raw -4516888.014978 + Penalty 5128.431112 = -4511759.583867
  nChanged 10
		SP:Iteration 75Q (3137.190000 sec): 3 clusters
  Score: Raw -4516890.394349 + Penalty 5128.431112 = -4511761.963237
  nChanged 12
		SP:Iteration 76Q (3137.280000 sec): 3 clusters
  Score: Raw -4516892.618557 + Penalty 5128.431112 = -4511764.187445
  nChanged 9
		SP:Iteration 77Q (3137.380000 sec): 3 clusters
  Score: Raw -4516894.033412 + Penalty 5128.431112 = -4511765.602300
  nChanged 10
		SP:Iteration 78Q (3137.470000 sec): 3 clusters
  Score: Raw -4516895.366528 + Penalty 5128.431112 = -4511766.935416
  nChanged 5
		SP:Iteration 79Q (3137.570000 sec): 3 clusters
  Score: Raw -4516895.873646 + Penalty 5128.431112 = -4511767.442534
  nChanged 1
		SP:Iteration 80F (3137.690000 sec): 3 clusters
  Score: Raw -4516896.013767 + Penalty 5128.431112 = -4511767.582655
  nChanged 3
		SP:Iteration 81Q (3137.790000 sec): 3 clusters
  Score: Raw -4516896.840704 + Penalty 5128.431112 = -4511768.409592
  nChanged 4
		SP:Iteration 82Q (3137.880000 sec): 3 clusters
  Score: Raw -4516897.505115 + Penalty 5128.431112 = -4511769.074003
  nChanged 3
		SP:Iteration 83Q (3137.970000 sec): 3 clusters
  Score: Raw -4516897.891612 + Penalty 5128.431112 = -4511769.460500
  nChanged 3
		SP:Iteration 84Q (3138.070000 sec): 3 clusters
  Score: Raw -4516898.243078 + Penalty 5128.431112 = -4511769.811967
  nChanged 2
		SP:Iteration 85Q (3138.160000 sec): 3 clusters
  Score: Raw -4516898.524771 + Penalty 5128.431112 = -4511770.093660
  nChanged 2
		SP:Iteration 86Q (3138.250000 sec): 3 clusters
  Score: Raw -4516898.673308 + Penalty 5128.431112 = -4511770.242196
  nChanged 2
		SP:Iteration 87Q (3138.350000 sec): 3 clusters
  Score: Raw -4516898.923699 + Penalty 5128.431112 = -4511770.492588
  nChanged 0
		SP:Iteration 88F (3138.470000 sec): 3 clusters
  Score: Raw -4516898.923699 + Penalty 5128.431112 = -4511770.492588
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.490000 sec): 2 clusters
  Score: Raw -32701.428481 + Penalty 1345.387604 = -31356.040876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.490000 sec): 3 clusters
  Score: Raw -33173.875499 + Penalty 2690.775209 = -30483.100290
  nChanged 44
		SP:Iteration 1F (3138.490000 sec): 3 clusters
  Score: Raw -33407.173905 + Penalty 2690.775209 = -30716.398697
  nChanged 18
		SP:Iteration 2F (3138.490000 sec): 3 clusters
  Score: Raw -33565.393747 + Penalty 2690.775209 = -30874.618538
  nChanged 11
		SP:Iteration 3Q (3138.490000 sec): 3 clusters
  Score: Raw -33677.319417 + Penalty 2690.775209 = -30986.544208
  nChanged 2
		SP:Iteration 4Q (3138.490000 sec): 3 clusters
  Score: Raw -33698.999758 + Penalty 2690.775209 = -31008.224549
  nChanged 1
		SP:Iteration 5Q (3138.490000 sec): 3 clusters
  Score: Raw -33703.809614 + Penalty 2690.775209 = -31013.034405
  nChanged 0
		SP:Iteration 6F (3138.490000 sec): 3 clusters
  Score: Raw -33703.809614 + Penalty 2690.775209 = -31013.034405
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 23 (608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.500000 sec): 2 clusters
  Score: Raw -81594.403659 + Penalty 1589.723371 = -80004.680288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.500000 sec): 3 clusters
  Score: Raw -81573.656038 + Penalty 3179.446741 = -78394.209296
  nChanged 131
		SP:Iteration 1F (3138.500000 sec): 3 clusters
  Score: Raw -81815.817189 + Penalty 3179.446741 = -78636.370448
  nChanged 24
		SP:Iteration 2Q (3138.510000 sec): 3 clusters
  Score: Raw -81866.108178 + Penalty 3179.446741 = -78686.661437
  nChanged 11
		SP:Iteration 3Q (3138.510000 sec): 3 clusters
  Score: Raw -81889.724714 + Penalty 3179.446741 = -78710.277973
  nChanged 9
		SP:Iteration 4Q (3138.510000 sec): 3 clusters
  Score: Raw -81913.478439 + Penalty 3179.446741 = -78734.031698
  nChanged 8
		SP:Iteration 5Q (3138.510000 sec): 3 clusters
  Score: Raw -81925.507979 + Penalty 3179.446741 = -78746.061238
  nChanged 3
		SP:Iteration 6Q (3138.510000 sec): 3 clusters
  Score: Raw -81937.076228 + Penalty 3179.446741 = -78757.629487
  nChanged 2
		SP:Iteration 7Q (3138.520000 sec): 3 clusters
  Score: Raw -81943.546701 + Penalty 3179.446741 = -78764.099959
  nChanged 3
		SP:Iteration 8Q (3138.520000 sec): 3 clusters
  Score: Raw -81954.604303 + Penalty 3179.446741 = -78775.157562
  nChanged 3
		SP:Iteration 9Q (3138.520000 sec): 3 clusters
  Score: Raw -81963.812411 + Penalty 3179.446741 = -78784.365670
  nChanged 3
		SP:Iteration 10Q (3138.520000 sec): 3 clusters
  Score: Raw -81968.805004 + Penalty 3179.446741 = -78789.358262
  nChanged 0
		SP:Iteration 11F (3138.530000 sec): 3 clusters
  Score: Raw -81968.805004 + Penalty 3179.446741 = -78789.358262
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.530000 sec): 2 clusters
  Score: Raw -257351.790429 + Penalty 1857.789723 = -255494.000706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.540000 sec): 3 clusters
  Score: Raw -256749.717873 + Penalty 3715.579446 = -253034.138427
  nChanged 557
		SP:Iteration 1F (3138.550000 sec): 3 clusters
  Score: Raw -257183.058884 + Penalty 3715.579446 = -253467.479438
  nChanged 131
		SP:Iteration 2F (3138.560000 sec): 3 clusters
  Score: Raw -257289.874861 + Penalty 3715.579446 = -253574.295415
  nChanged 82
		SP:Iteration 3Q (3138.560000 sec): 3 clusters
  Score: Raw -257361.901767 + Penalty 3715.579446 = -253646.322320
  nChanged 44
		SP:Iteration 4Q (3138.570000 sec): 3 clusters
  Score: Raw -257390.724154 + Penalty 3715.579446 = -253675.144707
  nChanged 22
		SP:Iteration 5Q (3138.580000 sec): 3 clusters
  Score: Raw -257401.655463 + Penalty 3715.579446 = -253686.076017
  nChanged 7
		SP:Iteration 6Q (3138.590000 sec): 3 clusters
  Score: Raw -257405.948871 + Penalty 3715.579446 = -253690.369424
  nChanged 5
		SP:Iteration 7Q (3138.590000 sec): 3 clusters
  Score: Raw -257408.380667 + Penalty 3715.579446 = -253692.801221
  nChanged 5
		SP:Iteration 8Q (3138.600000 sec): 3 clusters
  Score: Raw -257411.406586 + Penalty 3715.579446 = -253695.827140
  nChanged 7
		SP:Iteration 9Q (3138.610000 sec): 3 clusters
  Score: Raw -257415.331700 + Penalty 3715.579446 = -253699.752253
  nChanged 7
		SP:Iteration 10Q (3138.610000 sec): 3 clusters
  Score: Raw -257419.489154 + Penalty 3715.579446 = -253703.909707
  nChanged 3
		SP:Iteration 11Q (3138.620000 sec): 3 clusters
  Score: Raw -257421.238346 + Penalty 3715.579446 = -253705.658900
  nChanged 6
		SP:Iteration 12Q (3138.630000 sec): 3 clusters
  Score: Raw -257427.748773 + Penalty 3715.579446 = -253712.169327
  nChanged 8
		SP:Iteration 13Q (3138.630000 sec): 3 clusters
  Score: Raw -257432.478189 + Penalty 3715.579446 = -253716.898743
  nChanged 6
		SP:Iteration 14Q (3138.640000 sec): 3 clusters
  Score: Raw -257438.352688 + Penalty 3715.579446 = -253722.773241
  nChanged 5
		SP:Iteration 15Q (3138.650000 sec): 3 clusters
  Score: Raw -257443.001066 + Penalty 3715.579446 = -253727.421619
  nChanged 5
		SP:Iteration 16Q (3138.650000 sec): 3 clusters
  Score: Raw -257445.816609 + Penalty 3715.579446 = -253730.237163
  nChanged 5
		SP:Iteration 17Q (3138.660000 sec): 3 clusters
  Score: Raw -257447.987807 + Penalty 3715.579446 = -253732.408361
  nChanged 3
		SP:Iteration 18Q (3138.670000 sec): 3 clusters
  Score: Raw -257449.321186 + Penalty 3715.579446 = -253733.741740
  nChanged 3
		SP:Iteration 19Q (3138.670000 sec): 3 clusters
  Score: Raw -257451.012753 + Penalty 3715.579446 = -253735.433307
  nChanged 2
		SP:Iteration 20F (3138.680000 sec): 3 clusters
  Score: Raw -257451.784688 + Penalty 3715.579446 = -253736.205241
  nChanged 1
		SP:Iteration 21Q (3138.690000 sec): 3 clusters
  Score: Raw -257452.552403 + Penalty 3715.579446 = -253736.972957
  nChanged 0
		SP:Iteration 22F (3138.690000 sec): 3 clusters
  Score: Raw -257452.552403 + Penalty 3715.579446 = -253736.972957
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.690000 sec): 2 clusters
  Score: Raw -14092.726968 + Penalty 1232.513698 = -12860.213270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.690000 sec): 3 clusters
  Score: Raw -14477.834217 + Penalty 2465.027397 = -12012.806821
  nChanged 17
		SP:Iteration 1F (3138.700000 sec): 3 clusters
  Score: Raw -14608.437963 + Penalty 2465.027397 = -12143.410566
  nChanged 2
		SP:Iteration 2Q (3138.700000 sec): 3 clusters
  Score: Raw -14637.159225 + Penalty 2465.027397 = -12172.131829
  nChanged 0
		SP:Iteration 3F (3138.700000 sec): 3 clusters
  Score: Raw -14637.159225 + Penalty 2465.027397 = -12172.131829
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.700000 sec): 2 clusters
  Score: Raw -51116.540451 + Penalty 1468.551448 = -49647.989003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.700000 sec): 3 clusters
  Score: Raw -51218.137004 + Penalty 2937.102896 = -48281.034108
  nChanged 56
		SP:Iteration 1F (3138.710000 sec): 3 clusters
  Score: Raw -51346.218527 + Penalty 2937.102896 = -48409.115631
  nChanged 10
		SP:Iteration 2Q (3138.710000 sec): 3 clusters
  Score: Raw -51382.476958 + Penalty 2937.102896 = -48445.374062
  nChanged 7
		SP:Iteration 3Q (3138.710000 sec): 3 clusters
  Score: Raw -51404.555793 + Penalty 2937.102896 = -48467.452896
  nChanged 4
		SP:Iteration 4Q (3138.710000 sec): 3 clusters
  Score: Raw -51413.205893 + Penalty 2937.102896 = -48476.102997
  nChanged 2
		SP:Iteration 5Q (3138.710000 sec): 3 clusters
  Score: Raw -51415.705144 + Penalty 2937.102896 = -48478.602248
  nChanged 2
		SP:Iteration 6Q (3138.710000 sec): 3 clusters
  Score: Raw -51421.156591 + Penalty 2937.102896 = -48484.053695
  nChanged 1
		SP:Iteration 7Q (3138.710000 sec): 3 clusters
  Score: Raw -51422.426868 + Penalty 2937.102896 = -48485.323972
  nChanged 0
		SP:Iteration 8F (3138.710000 sec): 3 clusters
  Score: Raw -51422.426868 + Penalty 2937.102896 = -48485.323972
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (141290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3139.250000 sec): 2 clusters
  Score: Raw -20519933.758847 + Penalty 2940.925309 = -20516992.833538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3139.830000 sec): 3 clusters
  Score: Raw -20428422.437759 + Penalty 5881.850618 = -20422540.587141
  nChanged 67369
		SP:Iteration 1F (3140.400000 sec): 3 clusters
  Score: Raw -20467336.413724 + Penalty 5881.850618 = -20461454.563106
  nChanged 4500
		SP:Iteration 2Q (3140.980000 sec): 3 clusters
  Score: Raw -20468434.464141 + Penalty 5881.850618 = -20462552.613523
  nChanged 4956
		SP:Iteration 3Q (3141.580000 sec): 3 clusters
  Score: Raw -20469860.344062 + Penalty 5881.850618 = -20463978.493444
  nChanged 5505
		SP:Iteration 4Q (3142.180000 sec): 3 clusters
  Score: Raw -20471768.896920 + Penalty 5881.850618 = -20465887.046302
  nChanged 6347
		SP:Iteration 5Q (3142.770000 sec): 3 clusters
  Score: Raw -20474423.038926 + Penalty 5881.850618 = -20468541.188308
  nChanged 7542
		SP:Iteration 6F (3143.350000 sec): 3 clusters
  Score: Raw -20478014.289484 + Penalty 5881.850618 = -20472132.438866
  nChanged 8132
		SP:Iteration 7F (3143.920000 sec): 3 clusters
  Score: Raw -20482288.294644 + Penalty 5881.850618 = -20476406.444025
  nChanged 8296
		SP:Iteration 8F (3144.500000 sec): 3 clusters
  Score: Raw -20486919.015003 + Penalty 5881.850618 = -20481037.164385
  nChanged 7898
		SP:Iteration 9F (3145.070000 sec): 3 clusters
  Score: Raw -20491581.983404 + Penalty 5881.850618 = -20485700.132786
  nChanged 7055
		SP:Iteration 10Q (3145.660000 sec): 3 clusters
  Score: Raw -20495962.741171 + Penalty 5881.850618 = -20490080.890553
  nChanged 5978
		SP:Iteration 11Q (3146.240000 sec): 3 clusters
  Score: Raw -20499695.753288 + Penalty 5881.850618 = -20493813.902670
  nChanged 4920
		SP:Iteration 12Q (3146.810000 sec): 3 clusters
  Score: Raw -20502541.951617 + Penalty 5881.850618 = -20496660.100998
  nChanged 3951
		SP:Iteration 13Q (3147.370000 sec): 3 clusters
  Score: Raw -20504556.539912 + Penalty 5881.850618 = -20498674.689293
  nChanged 3145
		SP:Iteration 14Q (3147.920000 sec): 3 clusters
  Score: Raw -20506080.334205 + Penalty 5881.850618 = -20500198.483587
  nChanged 2884
		SP:Iteration 15Q (3148.450000 sec): 3 clusters
  Score: Raw -20507446.225141 + Penalty 5881.850618 = -20501564.374523
  nChanged 2733
		SP:Iteration 16Q (3148.940000 sec): 3 clusters
  Score: Raw -20508743.811214 + Penalty 5881.850618 = -20502861.960596
  nChanged 2735
		SP:Iteration 17Q (3149.420000 sec): 3 clusters
  Score: Raw -20510025.663105 + Penalty 5881.850618 = -20504143.812487
  nChanged 2665
		SP:Iteration 18Q (3149.900000 sec): 3 clusters
  Score: Raw -20511285.745943 + Penalty 5881.850618 = -20505403.895325
  nChanged 2477
		SP:Iteration 19Q (3150.360000 sec): 3 clusters
  Score: Raw -20512496.341981 + Penalty 5881.850618 = -20506614.491363
  nChanged 2329
		SP:Iteration 20F (3150.900000 sec): 3 clusters
  Score: Raw -20513648.243629 + Penalty 5881.850618 = -20507766.393011
  nChanged 2086
		SP:Iteration 21Q (3151.350000 sec): 3 clusters
  Score: Raw -20514718.602036 + Penalty 5881.850618 = -20508836.751418
  nChanged 1910
		SP:Iteration 22Q (3151.790000 sec): 3 clusters
  Score: Raw -20515732.400706 + Penalty 5881.850618 = -20509850.550088
  nChanged 1721
		SP:Iteration 23Q (3152.220000 sec): 3 clusters
  Score: Raw -20516648.536863 + Penalty 5881.850618 = -20510766.686244
  nChanged 1491
		SP:Iteration 24Q (3152.650000 sec): 3 clusters
  Score: Raw -20517483.962317 + Penalty 5881.850618 = -20511602.111699
  nChanged 1279
		SP:Iteration 25Q (3153.070000 sec): 3 clusters
  Score: Raw -20518240.387667 + Penalty 5881.850618 = -20512358.537048
  nChanged 1040
		SP:Iteration 26Q (3153.480000 sec): 3 clusters
  Score: Raw -20518877.713205 + Penalty 5881.850618 = -20512995.862587
  nChanged 866
		SP:Iteration 27Q (3153.900000 sec): 3 clusters
  Score: Raw -20519431.244036 + Penalty 5881.850618 = -20513549.393418
  nChanged 696
		SP:Iteration 28Q (3154.300000 sec): 3 clusters
  Score: Raw -20519871.015886 + Penalty 5881.850618 = -20513989.165267
  nChanged 572
		SP:Iteration 29Q (3154.710000 sec): 3 clusters
  Score: Raw -20520192.656948 + Penalty 5881.850618 = -20514310.806330
  nChanged 452
		SP:Iteration 30Q (3155.110000 sec): 3 clusters
  Score: Raw -20520434.929349 + Penalty 5881.850618 = -20514553.078731
  nChanged 371
		SP:Iteration 31Q (3155.500000 sec): 3 clusters
  Score: Raw -20520592.710981 + Penalty 5881.850618 = -20514710.860362
  nChanged 289
		SP:Iteration 32Q (3155.900000 sec): 3 clusters
  Score: Raw -20520693.733990 + Penalty 5881.850618 = -20514811.883372
  nChanged 219
		SP:Iteration 33Q (3156.290000 sec): 3 clusters
  Score: Raw -20520763.414255 + Penalty 5881.850618 = -20514881.563637
  nChanged 161
		SP:Iteration 34Q (3156.680000 sec): 3 clusters
  Score: Raw -20520805.440630 + Penalty 5881.850618 = -20514923.590012
  nChanged 121
		SP:Iteration 35Q (3157.080000 sec): 3 clusters
  Score: Raw -20520830.129847 + Penalty 5881.850618 = -20514948.279229
  nChanged 78
		SP:Iteration 36Q (3157.470000 sec): 3 clusters
  Score: Raw -20520846.348697 + Penalty 5881.850618 = -20514964.498079
  nChanged 79
		SP:Iteration 37Q (3157.860000 sec): 3 clusters
  Score: Raw -20520863.309169 + Penalty 5881.850618 = -20514981.458550
  nChanged 68
		SP:Iteration 38Q (3158.250000 sec): 3 clusters
  Score: Raw -20520880.055681 + Penalty 5881.850618 = -20514998.205062
  nChanged 70
		SP:Iteration 39Q (3158.660000 sec): 3 clusters
  Score: Raw -20520895.044207 + Penalty 5881.850618 = -20515013.193589
  nChanged 65
		SP:Iteration 40F (3159.230000 sec): 3 clusters
  Score: Raw -20520910.509823 + Penalty 5881.850618 = -20515028.659205
  nChanged 72
		SP:Iteration 41Q (3159.660000 sec): 3 clusters
  Score: Raw -20520926.667732 + Penalty 5881.850618 = -20515044.817114
  nChanged 63
		SP:Iteration 42Q (3160.080000 sec): 3 clusters
  Score: Raw -20520939.005896 + Penalty 5881.850618 = -20515057.155278
  nChanged 44
		SP:Iteration 43Q (3160.500000 sec): 3 clusters
  Score: Raw -20520948.004806 + Penalty 5881.850618 = -20515066.154188
  nChanged 40
		SP:Iteration 44Q (3160.940000 sec): 3 clusters
  Score: Raw -20520954.761271 + Penalty 5881.850618 = -20515072.910652
  nChanged 28
		SP:Iteration 45Q (3161.370000 sec): 3 clusters
  Score: Raw -20520959.530984 + Penalty 5881.850618 = -20515077.680365
  nChanged 25
		SP:Iteration 46Q (3161.790000 sec): 3 clusters
  Score: Raw -20520963.976143 + Penalty 5881.850618 = -20515082.125525
  nChanged 23
		SP:Iteration 47Q (3162.210000 sec): 3 clusters
  Score: Raw -20520967.600389 + Penalty 5881.850618 = -20515085.749771
  nChanged 23
		SP:Iteration 48Q (3162.630000 sec): 3 clusters
  Score: Raw -20520970.959817 + Penalty 5881.850618 = -20515089.109199
  nChanged 18
		SP:Iteration 49Q (3163.060000 sec): 3 clusters
  Score: Raw -20520973.878687 + Penalty 5881.850618 = -20515092.028069
  nChanged 11
		SP:Iteration 50Q (3163.480000 sec): 3 clusters
  Score: Raw -20520975.614979 + Penalty 5881.850618 = -20515093.764361
  nChanged 13
		SP:Iteration 51Q (3163.900000 sec): 3 clusters
  Score: Raw -20520977.955976 + Penalty 5881.850618 = -20515096.105358
  nChanged 12
		SP:Iteration 52Q (3164.330000 sec): 3 clusters
  Score: Raw -20520979.445869 + Penalty 5881.850618 = -20515097.595251
  nChanged 11
		SP:Iteration 53Q (3164.760000 sec): 3 clusters
  Score: Raw -20520981.412739 + Penalty 5881.850618 = -20515099.562120
  nChanged 16
		SP:Iteration 54Q (3165.180000 sec): 3 clusters
  Score: Raw -20520984.239526 + Penalty 5881.850618 = -20515102.388907
  nChanged 14
		SP:Iteration 55Q (3165.600000 sec): 3 clusters
  Score: Raw -20520986.290396 + Penalty 5881.850618 = -20515104.439777
  nChanged 7
		SP:Iteration 56Q (3166.020000 sec): 3 clusters
  Score: Raw -20520987.267259 + Penalty 5881.850618 = -20515105.416641
  nChanged 7
		SP:Iteration 57Q (3166.440000 sec): 3 clusters
  Score: Raw -20520988.207428 + Penalty 5881.850618 = -20515106.356810
  nChanged 7
		SP:Iteration 58Q (3166.870000 sec): 3 clusters
  Score: Raw -20520988.908562 + Penalty 5881.850618 = -20515107.057944
  nChanged 10
		SP:Iteration 59Q (3167.300000 sec): 3 clusters
  Score: Raw -20520990.364477 + Penalty 5881.850618 = -20515108.513859
  nChanged 9
		SP:Iteration 60F (3167.870000 sec): 3 clusters
  Score: Raw -20520992.168119 + Penalty 5881.850618 = -20515110.317501
  nChanged 6
		SP:Iteration 61Q (3168.290000 sec): 3 clusters
  Score: Raw -20520993.524206 + Penalty 5881.850618 = -20515111.673587
  nChanged 10
		SP:Iteration 62Q (3168.710000 sec): 3 clusters
  Score: Raw -20520995.041406 + Penalty 5881.850618 = -20515113.190788
  nChanged 15
		SP:Iteration 63Q (3169.130000 sec): 3 clusters
  Score: Raw -20520998.282233 + Penalty 5881.850618 = -20515116.431615
  nChanged 17
		SP:Iteration 64Q (3169.550000 sec): 3 clusters
  Score: Raw -20521001.590668 + Penalty 5881.850618 = -20515119.740050
  nChanged 14
		SP:Iteration 65Q (3169.980000 sec): 3 clusters
  Score: Raw -20521003.976071 + Penalty 5881.850618 = -20515122.125453
  nChanged 14
		SP:Iteration 66Q (3170.400000 sec): 3 clusters
  Score: Raw -20521007.352474 + Penalty 5881.850618 = -20515125.501856
  nChanged 16
		SP:Iteration 67Q (3170.830000 sec): 3 clusters
  Score: Raw -20521010.416167 + Penalty 5881.850618 = -20515128.565549
  nChanged 17
		SP:Iteration 68Q (3171.250000 sec): 3 clusters
  Score: Raw -20521013.402556 + Penalty 5881.850618 = -20515131.551938
  nChanged 17
		SP:Iteration 69Q (3171.670000 sec): 3 clusters
  Score: Raw -20521016.114213 + Penalty 5881.850618 = -20515134.263594
  nChanged 13
		SP:Iteration 70Q (3172.080000 sec): 3 clusters
  Score: Raw -20521018.032379 + Penalty 5881.850618 = -20515136.181761
  nChanged 13
		SP:Iteration 71Q (3172.500000 sec): 3 clusters
  Score: Raw -20521020.010689 + Penalty 5881.850618 = -20515138.160071
  nChanged 14
		SP:Iteration 72Q (3172.930000 sec): 3 clusters
  Score: Raw -20521021.839225 + Penalty 5881.850618 = -20515139.988607
  nChanged 13
		SP:Iteration 73Q (3173.360000 sec): 3 clusters
  Score: Raw -20521024.017215 + Penalty 5881.850618 = -20515142.166597
  nChanged 8
		SP:Iteration 74Q (3173.790000 sec): 3 clusters
  Score: Raw -20521025.087145 + Penalty 5881.850618 = -20515143.236527
  nChanged 7
		SP:Iteration 75Q (3174.200000 sec): 3 clusters
  Score: Raw -20521026.313668 + Penalty 5881.850618 = -20515144.463050
  nChanged 7
		SP:Iteration 76Q (3174.620000 sec): 3 clusters
  Score: Raw -20521027.381059 + Penalty 5881.850618 = -20515145.530441
  nChanged 6
		SP:Iteration 77Q (3175.030000 sec): 3 clusters
  Score: Raw -20521028.034723 + Penalty 5881.850618 = -20515146.184105
  nChanged 7
		SP:Iteration 78Q (3175.450000 sec): 3 clusters
  Score: Raw -20521029.125353 + Penalty 5881.850618 = -20515147.274735
  nChanged 7
		SP:Iteration 79Q (3175.880000 sec): 3 clusters
  Score: Raw -20521030.146580 + Penalty 5881.850618 = -20515148.295961
  nChanged 8
		SP:Iteration 80F (3176.460000 sec): 3 clusters
  Score: Raw -20521031.458111 + Penalty 5881.850618 = -20515149.607493
  nChanged 8
		SP:Iteration 81Q (3176.880000 sec): 3 clusters
  Score: Raw -20521032.665543 + Penalty 5881.850618 = -20515150.814925
  nChanged 8
		SP:Iteration 82Q (3177.300000 sec): 3 clusters
  Score: Raw -20521033.765269 + Penalty 5881.850618 = -20515151.914651
  nChanged 5
		SP:Iteration 83Q (3177.720000 sec): 3 clusters
  Score: Raw -20521034.675563 + Penalty 5881.850618 = -20515152.824945
  nChanged 9
		SP:Iteration 84Q (3178.140000 sec): 3 clusters
  Score: Raw -20521036.154674 + Penalty 5881.850618 = -20515154.304056
  nChanged 6
		SP:Iteration 85Q (3178.550000 sec): 3 clusters
  Score: Raw -20521037.139572 + Penalty 5881.850618 = -20515155.288954
  nChanged 7
		SP:Iteration 86Q (3178.990000 sec): 3 clusters
  Score: Raw -20521038.236284 + Penalty 5881.850618 = -20515156.385666
  nChanged 5
		SP:Iteration 87Q (3179.420000 sec): 3 clusters
  Score: Raw -20521038.988977 + Penalty 5881.850618 = -20515157.138359
  nChanged 3
		SP:Iteration 88Q (3179.850000 sec): 3 clusters
  Score: Raw -20521039.337739 + Penalty 5881.850618 = -20515157.487121
  nChanged 2
		SP:Iteration 89Q (3180.270000 sec): 3 clusters
  Score: Raw -20521039.546025 + Penalty 5881.850618 = -20515157.695407
  nChanged 2
		SP:Iteration 90Q (3180.690000 sec): 3 clusters
  Score: Raw -20521039.750757 + Penalty 5881.850618 = -20515157.900138
  nChanged 3
		SP:Iteration 91Q (3181.100000 sec): 3 clusters
  Score: Raw -20521040.057714 + Penalty 5881.850618 = -20515158.207095
  nChanged 3
		SP:Iteration 92Q (3181.520000 sec): 3 clusters
  Score: Raw -20521040.320932 + Penalty 5881.850618 = -20515158.470314
  nChanged 0
		SP:Iteration 93F (3182.100000 sec): 3 clusters
  Score: Raw -20521040.320932 + Penalty 5881.850618 = -20515158.470314
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3182.170000 sec): 2 clusters
  Score: Raw -19667.259116 + Penalty 1308.972435 = -18358.286681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3182.170000 sec): 3 clusters
  Score: Raw -20042.924819 + Penalty 2617.944871 = -17424.979948
  nChanged 32
		SP:Iteration 1F (3182.180000 sec): 3 clusters
  Score: Raw -20293.060479 + Penalty 2617.944871 = -17675.115608
  nChanged 12
		SP:Iteration 2F (3182.180000 sec): 3 clusters
  Score: Raw -20379.497341 + Penalty 2617.944871 = -17761.552470
  nChanged 7
		SP:Iteration 3Q (3182.180000 sec): 3 clusters
  Score: Raw -20412.558461 + Penalty 2617.944871 = -17794.613590
  nChanged 5
		SP:Iteration 4Q (3182.180000 sec): 3 clusters
  Score: Raw -20473.821080 + Penalty 2617.944871 = -17855.876209
  nChanged 2
		SP:Iteration 5Q (3182.180000 sec): 3 clusters
  Score: Raw -20483.272443 + Penalty 2617.944871 = -17865.327572
  nChanged 0
		SP:Iteration 6F (3182.180000 sec): 3 clusters
  Score: Raw -20483.272443 + Penalty 2617.944871 = -17865.327572
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 29 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3182.180000 sec): 2 clusters
  Score: Raw -74196.170923 + Penalty 1539.730326 = -72656.440597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3182.180000 sec): 3 clusters
  Score: Raw -74190.671023 + Penalty 3079.460653 = -71111.210370
  nChanged 79
		SP:Iteration 1F (3182.190000 sec): 3 clusters
  Score: Raw -74348.820861 + Penalty 3079.460653 = -71269.360208
  nChanged 19
		SP:Iteration 2Q (3182.190000 sec): 3 clusters
  Score: Raw -74388.109953 + Penalty 3079.460653 = -71308.649300
  nChanged 6
		SP:Iteration 3Q (3182.190000 sec): 3 clusters
  Score: Raw -74401.662869 + Penalty 3079.460653 = -71322.202216
  nChanged 5
		SP:Iteration 4Q (3182.190000 sec): 3 clusters
  Score: Raw -74415.033528 + Penalty 3079.460653 = -71335.572876
  nChanged 4
		SP:Iteration 5Q (3182.200000 sec): 3 clusters
  Score: Raw -74429.894125 + Penalty 3079.460653 = -71350.433472
  nChanged 0
		SP:Iteration 6F (3182.200000 sec): 3 clusters
  Score: Raw -74429.894125 + Penalty 3079.460653 = -71350.433472
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 30 (34692 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3182.320000 sec): 2 clusters
  Score: Raw -5301833.225367 + Penalty 2592.657569 = -5299240.567798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3182.470000 sec): 3 clusters
  Score: Raw -5280811.685374 + Penalty 5185.315138 = -5275626.370236
  nChanged 15710
		SP:Iteration 1F (3182.610000 sec): 3 clusters
  Score: Raw -5289455.003533 + Penalty 5185.315138 = -5284269.688395
  nChanged 1549
		SP:Iteration 2Q (3182.760000 sec): 3 clusters
  Score: Raw -5289928.322738 + Penalty 5185.315138 = -5284743.007600
  nChanged 1444
		SP:Iteration 3Q (3182.900000 sec): 3 clusters
  Score: Raw -5290390.408846 + Penalty 5185.315138 = -5285205.093707
  nChanged 1463
		SP:Iteration 4Q (3183.040000 sec): 3 clusters
  Score: Raw -5290928.637381 + Penalty 5185.315138 = -5285743.322242
  nChanged 1554
		SP:Iteration 5Q (3183.180000 sec): 3 clusters
  Score: Raw -5291589.909162 + Penalty 5185.315138 = -5286404.594023
  nChanged 1749
		SP:Iteration 6F (3183.320000 sec): 3 clusters
  Score: Raw -5292541.407988 + Penalty 5185.315138 = -5287356.092850
  nChanged 2042
		SP:Iteration 7F (3183.460000 sec): 3 clusters
  Score: Raw -5293809.729044 + Penalty 5185.315138 = -5288624.413905
  nChanged 2195
		SP:Iteration 8F (3183.600000 sec): 3 clusters
  Score: Raw -5295458.678075 + Penalty 5185.315138 = -5290273.362937
  nChanged 2095
		SP:Iteration 9F (3183.740000 sec): 3 clusters
  Score: Raw -5297218.073127 + Penalty 5185.315138 = -5292032.757989
  nChanged 1768
		SP:Iteration 10F (3183.880000 sec): 3 clusters
  Score: Raw -5298722.324211 + Penalty 5185.315138 = -5293537.009073
  nChanged 1257
		SP:Iteration 11Q (3184.020000 sec): 3 clusters
  Score: Raw -5299729.044650 + Penalty 5185.315138 = -5294543.729512
  nChanged 888
		SP:Iteration 12Q (3184.150000 sec): 3 clusters
  Score: Raw -5300300.749778 + Penalty 5185.315138 = -5295115.434639
  nChanged 604
		SP:Iteration 13Q (3184.280000 sec): 3 clusters
  Score: Raw -5300606.462585 + Penalty 5185.315138 = -5295421.147447
  nChanged 405
		SP:Iteration 14Q (3184.400000 sec): 3 clusters
  Score: Raw -5300777.218273 + Penalty 5185.315138 = -5295591.903135
  nChanged 329
		SP:Iteration 15Q (3184.520000 sec): 3 clusters
  Score: Raw -5300906.053288 + Penalty 5185.315138 = -5295720.738149
  nChanged 281
		SP:Iteration 16Q (3184.630000 sec): 3 clusters
  Score: Raw -5301007.398884 + Penalty 5185.315138 = -5295822.083746
  nChanged 233
		SP:Iteration 17Q (3184.750000 sec): 3 clusters
  Score: Raw -5301086.752001 + Penalty 5185.315138 = -5295901.436863
  nChanged 228
		SP:Iteration 18Q (3184.860000 sec): 3 clusters
  Score: Raw -5301163.850597 + Penalty 5185.315138 = -5295978.535459
  nChanged 217
		SP:Iteration 19Q (3184.980000 sec): 3 clusters
  Score: Raw -5301234.931883 + Penalty 5185.315138 = -5296049.616745
  nChanged 197
		SP:Iteration 20F (3185.120000 sec): 3 clusters
  Score: Raw -5301295.537841 + Penalty 5185.315138 = -5296110.222702
  nChanged 160
		SP:Iteration 21Q (3185.240000 sec): 3 clusters
  Score: Raw -5301342.505381 + Penalty 5185.315138 = -5296157.190242
  nChanged 139
		SP:Iteration 22Q (3185.350000 sec): 3 clusters
  Score: Raw -5301386.335779 + Penalty 5185.315138 = -5296201.020640
  nChanged 140
		SP:Iteration 23Q (3185.460000 sec): 3 clusters
  Score: Raw -5301429.245063 + Penalty 5185.315138 = -5296243.929924
  nChanged 135
		SP:Iteration 24Q (3185.580000 sec): 3 clusters
  Score: Raw -5301473.251097 + Penalty 5185.315138 = -5296287.935958
  nChanged 127
		SP:Iteration 25Q (3185.680000 sec): 3 clusters
  Score: Raw -5301520.977728 + Penalty 5185.315138 = -5296335.662589
  nChanged 129
		SP:Iteration 26Q (3185.790000 sec): 3 clusters
  Score: Raw -5301568.901188 + Penalty 5185.315138 = -5296383.586050
  nChanged 120
		SP:Iteration 27Q (3185.900000 sec): 3 clusters
  Score: Raw -5301608.438270 + Penalty 5185.315138 = -5296423.123131
  nChanged 114
		SP:Iteration 28Q (3186.010000 sec): 3 clusters
  Score: Raw -5301645.192272 + Penalty 5185.315138 = -5296459.877134
  nChanged 100
		SP:Iteration 29Q (3186.120000 sec): 3 clusters
  Score: Raw -5301678.370568 + Penalty 5185.315138 = -5296493.055430
  nChanged 88
		SP:Iteration 30Q (3186.230000 sec): 3 clusters
  Score: Raw -5301705.730803 + Penalty 5185.315138 = -5296520.415664
  nChanged 76
		SP:Iteration 31Q (3186.340000 sec): 3 clusters
  Score: Raw -5301727.761544 + Penalty 5185.315138 = -5296542.446406
  nChanged 66
		SP:Iteration 32Q (3186.440000 sec): 3 clusters
  Score: Raw -5301748.802669 + Penalty 5185.315138 = -5296563.487530
  nChanged 66
		SP:Iteration 33Q (3186.550000 sec): 3 clusters
  Score: Raw -5301771.978894 + Penalty 5185.315138 = -5296586.663755
  nChanged 69
		SP:Iteration 34Q (3186.650000 sec): 3 clusters
  Score: Raw -5301795.822299 + Penalty 5185.315138 = -5296610.507161
  nChanged 56
		SP:Iteration 35Q (3186.760000 sec): 3 clusters
  Score: Raw -5301815.853938 + Penalty 5185.315138 = -5296630.538800
  nChanged 67
		SP:Iteration 36Q (3186.860000 sec): 3 clusters
  Score: Raw -5301839.877323 + Penalty 5185.315138 = -5296654.562184
  nChanged 64
		SP:Iteration 37Q (3186.970000 sec): 3 clusters
  Score: Raw -5301866.791800 + Penalty 5185.315138 = -5296681.476661
  nChanged 57
		SP:Iteration 38Q (3187.080000 sec): 3 clusters
  Score: Raw -5301888.634188 + Penalty 5185.315138 = -5296703.319050
  nChanged 56
		SP:Iteration 39Q (3187.180000 sec): 3 clusters
  Score: Raw -5301910.885011 + Penalty 5185.315138 = -5296725.569873
  nChanged 54
		SP:Iteration 40F (3187.320000 sec): 3 clusters
  Score: Raw -5301931.030204 + Penalty 5185.315138 = -5296745.715066
  nChanged 36
		SP:Iteration 41Q (3187.420000 sec): 3 clusters
  Score: Raw -5301944.378877 + Penalty 5185.315138 = -5296759.063739
  nChanged 37
		SP:Iteration 42Q (3187.530000 sec): 3 clusters
  Score: Raw -5301958.439077 + Penalty 5185.315138 = -5296773.123939
  nChanged 33
		SP:Iteration 43Q (3187.630000 sec): 3 clusters
  Score: Raw -5301973.501006 + Penalty 5185.315138 = -5296788.185868
  nChanged 42
		SP:Iteration 44Q (3187.740000 sec): 3 clusters
  Score: Raw -5301989.740710 + Penalty 5185.315138 = -5296804.425572
  nChanged 38
		SP:Iteration 45Q (3187.840000 sec): 3 clusters
  Score: Raw -5302009.269973 + Penalty 5185.315138 = -5296823.954835
  nChanged 36
		SP:Iteration 46Q (3187.950000 sec): 3 clusters
  Score: Raw -5302025.880035 + Penalty 5185.315138 = -5296840.564897
  nChanged 39
		SP:Iteration 47Q (3188.060000 sec): 3 clusters
  Score: Raw -5302041.449389 + Penalty 5185.315138 = -5296856.134250
  nChanged 34
		SP:Iteration 48Q (3188.160000 sec): 3 clusters
  Score: Raw -5302053.643751 + Penalty 5185.315138 = -5296868.328612
  nChanged 27
		SP:Iteration 49Q (3188.260000 sec): 3 clusters
  Score: Raw -5302066.329538 + Penalty 5185.315138 = -5296881.014399
  nChanged 21
		SP:Iteration 50Q (3188.370000 sec): 3 clusters
  Score: Raw -5302074.531908 + Penalty 5185.315138 = -5296889.216770
  nChanged 16
		SP:Iteration 51Q (3188.470000 sec): 3 clusters
  Score: Raw -5302081.262311 + Penalty 5185.315138 = -5296895.947173
  nChanged 11
		SP:Iteration 52Q (3188.580000 sec): 3 clusters
  Score: Raw -5302084.452692 + Penalty 5185.315138 = -5296899.137553
  nChanged 12
		SP:Iteration 53Q (3188.680000 sec): 3 clusters
  Score: Raw -5302089.307391 + Penalty 5185.315138 = -5296903.992253
  nChanged 16
		SP:Iteration 54Q (3188.780000 sec): 3 clusters
  Score: Raw -5302096.278002 + Penalty 5185.315138 = -5296910.962863
  nChanged 11
		SP:Iteration 55Q (3188.880000 sec): 3 clusters
  Score: Raw -5302100.198307 + Penalty 5185.315138 = -5296914.883168
  nChanged 11
		SP:Iteration 56Q (3188.980000 sec): 3 clusters
  Score: Raw -5302104.108764 + Penalty 5185.315138 = -5296918.793625
  nChanged 10
		SP:Iteration 57Q (3189.080000 sec): 3 clusters
  Score: Raw -5302107.891880 + Penalty 5185.315138 = -5296922.576742
  nChanged 7
		SP:Iteration 58Q (3189.190000 sec): 3 clusters
  Score: Raw -5302109.748478 + Penalty 5185.315138 = -5296924.433339
  nChanged 7
		SP:Iteration 59Q (3189.290000 sec): 3 clusters
  Score: Raw -5302112.567483 + Penalty 5185.315138 = -5296927.252344
  nChanged 7
		SP:Iteration 60F (3189.430000 sec): 3 clusters
  Score: Raw -5302114.969164 + Penalty 5185.315138 = -5296929.654025
  nChanged 8
		SP:Iteration 61Q (3189.530000 sec): 3 clusters
  Score: Raw -5302118.383697 + Penalty 5185.315138 = -5296933.068559
  nChanged 6
		SP:Iteration 62Q (3189.630000 sec): 3 clusters
  Score: Raw -5302120.942231 + Penalty 5185.315138 = -5296935.627092
  nChanged 8
		SP:Iteration 63Q (3189.730000 sec): 3 clusters
  Score: Raw -5302123.929802 + Penalty 5185.315138 = -5296938.614663
  nChanged 7
		SP:Iteration 64Q (3189.830000 sec): 3 clusters
  Score: Raw -5302127.257813 + Penalty 5185.315138 = -5296941.942674
  nChanged 8
		SP:Iteration 65Q (3189.940000 sec): 3 clusters
  Score: Raw -5302130.547172 + Penalty 5185.315138 = -5296945.232033
  nChanged 7
		SP:Iteration 66Q (3190.030000 sec): 3 clusters
  Score: Raw -5302133.943778 + Penalty 5185.315138 = -5296948.628640
  nChanged 4
		SP:Iteration 67Q (3190.120000 sec): 3 clusters
  Score: Raw -5302135.795543 + Penalty 5185.315138 = -5296950.480405
  nChanged 8
		SP:Iteration 68Q (3190.210000 sec): 3 clusters
  Score: Raw -5302138.759317 + Penalty 5185.315138 = -5296953.444179
  nChanged 7
		SP:Iteration 69Q (3190.300000 sec): 3 clusters
  Score: Raw -5302141.375355 + Penalty 5185.315138 = -5296956.060216
  nChanged 1
		SP:Iteration 70Q (3190.390000 sec): 3 clusters
  Score: Raw -5302141.714056 + Penalty 5185.315138 = -5296956.398918
  nChanged 1
		SP:Iteration 71Q (3190.480000 sec): 3 clusters
  Score: Raw -5302142.368756 + Penalty 5185.315138 = -5296957.053617
  nChanged 4
		SP:Iteration 72Q (3190.570000 sec): 3 clusters
  Score: Raw -5302144.165403 + Penalty 5185.315138 = -5296958.850264
  nChanged 3
		SP:Iteration 73Q (3190.660000 sec): 3 clusters
  Score: Raw -5302145.287714 + Penalty 5185.315138 = -5296959.972575
  nChanged 2
		SP:Iteration 74Q (3190.760000 sec): 3 clusters
  Score: Raw -5302145.720713 + Penalty 5185.315138 = -5296960.405575
  nChanged 0
		SP:Iteration 75F (3190.880000 sec): 3 clusters
  Score: Raw -5302145.720713 + Penalty 5185.315138 = -5296960.405575
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 31 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3190.900000 sec): 2 clusters
  Score: Raw -27088.895071 + Penalty 1372.280593 = -25716.614478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3190.900000 sec): 3 clusters
  Score: Raw -27319.661017 + Penalty 2744.561186 = -24575.099830
  nChanged 39
		SP:Iteration 1F (3190.900000 sec): 3 clusters
  Score: Raw -27563.432117 + Penalty 2744.561186 = -24818.870931
  nChanged 19
		SP:Iteration 2F (3190.900000 sec): 3 clusters
  Score: Raw -27695.813864 + Penalty 2744.561186 = -24951.252678
  nChanged 5
		SP:Iteration 3Q (3190.900000 sec): 3 clusters
  Score: Raw -27710.591696 + Penalty 2744.561186 = -24966.030510
  nChanged 3
		SP:Iteration 4Q (3190.900000 sec): 3 clusters
  Score: Raw -27728.923722 + Penalty 2744.561186 = -24984.362535
  nChanged 2
		SP:Iteration 5Q (3190.900000 sec): 3 clusters
  Score: Raw -27736.735633 + Penalty 2744.561186 = -24992.174447
  nChanged 1
		SP:Iteration 6Q (3190.910000 sec): 3 clusters
  Score: Raw -27740.831277 + Penalty 2744.561186 = -24996.270091
  nChanged 0
		SP:Iteration 7F (3190.910000 sec): 3 clusters
  Score: Raw -27740.831277 + Penalty 2744.561186 = -24996.270091
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 32 (721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3190.910000 sec): 2 clusters
  Score: Raw -92353.119768 + Penalty 1631.998506 = -90721.121262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3190.920000 sec): 3 clusters
  Score: Raw -92284.702000 + Penalty 3263.997012 = -89020.704988
  nChanged 169
		SP:Iteration 1F (3190.920000 sec): 3 clusters
  Score: Raw -92624.284813 + Penalty 3263.997012 = -89360.287801
  nChanged 62
		SP:Iteration 2F (3190.920000 sec): 3 clusters
  Score: Raw -92810.749203 + Penalty 3263.997012 = -89546.752191
  nChanged 38
		SP:Iteration 3F (3190.920000 sec): 3 clusters
  Score: Raw -92892.832229 + Penalty 3263.997012 = -89628.835217
  nChanged 20
		SP:Iteration 4Q (3190.930000 sec): 3 clusters
  Score: Raw -92928.058061 + Penalty 3263.997012 = -89664.061049
  nChanged 15
		SP:Iteration 5Q (3190.930000 sec): 3 clusters
  Score: Raw -92957.656493 + Penalty 3263.997012 = -89693.659481
  nChanged 12
		SP:Iteration 6Q (3190.930000 sec): 3 clusters
  Score: Raw -92985.710289 + Penalty 3263.997012 = -89721.713277
  nChanged 6
		SP:Iteration 7Q (3190.930000 sec): 3 clusters
  Score: Raw -92998.710782 + Penalty 3263.997012 = -89734.713770
  nChanged 3
		SP:Iteration 8Q (3190.940000 sec): 3 clusters
  Score: Raw -93005.629921 + Penalty 3263.997012 = -89741.632909
  nChanged 4
		SP:Iteration 9Q (3190.940000 sec): 3 clusters
  Score: Raw -93011.680540 + Penalty 3263.997012 = -89747.683528
  nChanged 2
		SP:Iteration 10Q (3190.940000 sec): 3 clusters
  Score: Raw -93013.462410 + Penalty 3263.997012 = -89749.465398
  nChanged 2
		SP:Iteration 11Q (3190.940000 sec): 3 clusters
  Score: Raw -93017.262194 + Penalty 3263.997012 = -89753.265182
  nChanged 3
		SP:Iteration 12Q (3190.940000 sec): 3 clusters
  Score: Raw -93022.677905 + Penalty 3263.997012 = -89758.680893
  nChanged 3
		SP:Iteration 13Q (3190.950000 sec): 3 clusters
  Score: Raw -93032.109372 + Penalty 3263.997012 = -89768.112360
  nChanged 3
		SP:Iteration 14Q (3190.950000 sec): 3 clusters
  Score: Raw -93035.573332 + Penalty 3263.997012 = -89771.576320
  nChanged 0
		SP:Iteration 15F (3190.950000 sec): 3 clusters
  Score: Raw -93035.573332 + Penalty 3263.997012 = -89771.576320
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 33 (193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3190.960000 sec): 2 clusters
  Score: Raw -25068.601729 + Penalty 1305.147167 = -23763.454562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3190.960000 sec): 3 clusters
  Score: Raw -25542.384699 + Penalty 2610.294334 = -22932.090365
  nChanged 33
		SP:Iteration 1F (3190.960000 sec): 3 clusters
  Score: Raw -25756.232773 + Penalty 2610.294334 = -23145.938440
  nChanged 6
		SP:Iteration 2Q (3190.960000 sec): 3 clusters
  Score: Raw -25805.057306 + Penalty 2610.294334 = -23194.762972
  nChanged 2
		SP:Iteration 3Q (3190.960000 sec): 3 clusters
  Score: Raw -25818.917714 + Penalty 2610.294334 = -23208.623380
  nChanged 1
		SP:Iteration 4Q (3190.960000 sec): 3 clusters
  Score: Raw -25828.462665 + Penalty 2610.294334 = -23218.168331
  nChanged 1
		SP:Iteration 5Q (3190.960000 sec): 3 clusters
  Score: Raw -25834.689597 + Penalty 2610.294334 = -23224.395263
  nChanged 0
		SP:Iteration 6F (3190.960000 sec): 3 clusters
  Score: Raw -25834.689597 + Penalty 2610.294334 = -23224.395263
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 34 (929 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3190.970000 sec): 2 clusters
  Score: Raw -123238.451614 + Penalty 1694.858967 = -121543.592647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3190.970000 sec): 3 clusters
  Score: Raw -123052.750853 + Penalty 3389.717934 = -119663.032919
  nChanged 222
		SP:Iteration 1F (3190.970000 sec): 3 clusters
  Score: Raw -123343.614736 + Penalty 3389.717934 = -119953.896802
  nChanged 65
		SP:Iteration 2F (3190.980000 sec): 3 clusters
  Score: Raw -123445.642363 + Penalty 3389.717934 = -120055.924429
  nChanged 38
		SP:Iteration 3Q (3190.980000 sec): 3 clusters
  Score: Raw -123494.881767 + Penalty 3389.717934 = -120105.163833
  nChanged 13
		SP:Iteration 4Q (3190.980000 sec): 3 clusters
  Score: Raw -123509.622411 + Penalty 3389.717934 = -120119.904477
  nChanged 7
		SP:Iteration 5Q (3190.990000 sec): 3 clusters
  Score: Raw -123516.995610 + Penalty 3389.717934 = -120127.277676
  nChanged 4
		SP:Iteration 6Q (3190.990000 sec): 3 clusters
  Score: Raw -123523.908742 + Penalty 3389.717934 = -120134.190807
  nChanged 4
		SP:Iteration 7Q (3190.990000 sec): 3 clusters
  Score: Raw -123532.244862 + Penalty 3389.717934 = -120142.526928
  nChanged 5
		SP:Iteration 8Q (3191.000000 sec): 3 clusters
  Score: Raw -123541.749776 + Penalty 3389.717934 = -120152.031841
  nChanged 5
		SP:Iteration 9Q (3191.000000 sec): 3 clusters
  Score: Raw -123553.486040 + Penalty 3389.717934 = -120163.768106
  nChanged 9
		SP:Iteration 10Q (3191.000000 sec): 3 clusters
  Score: Raw -123567.284150 + Penalty 3389.717934 = -120177.566215
  nChanged 5
		SP:Iteration 11Q (3191.010000 sec): 3 clusters
  Score: Raw -123572.232770 + Penalty 3389.717934 = -120182.514836
  nChanged 1
		SP:Iteration 12Q (3191.010000 sec): 3 clusters
  Score: Raw -123572.664355 + Penalty 3389.717934 = -120182.946421
  nChanged 0
		SP:Iteration 13F (3191.010000 sec): 3 clusters
  Score: Raw -123572.664355 + Penalty 3389.717934 = -120182.946421
  nChanged 0
Iteration 219Q (3200.610000 sec): 35 clusters
  Score: Raw -117615865.977648 + Penalty 114739.327988 = -117501126.649660
  nChanged 7
Iteration 220F (3238.180000 sec): 35 clusters
  Score: Raw -117615866.238660 + Penalty 114739.327988 = -117501126.910672
  nChanged 11
Iteration 221Q (3248.080000 sec): 35 clusters
  Score: Raw -117615866.647276 + Penalty 114739.327988 = -117501127.319287
  nChanged 16
Iteration 222Q (3257.810000 sec): 35 clusters
  Score: Raw -117615867.541445 + Penalty 114739.327988 = -117501128.213457
  nChanged 17
Iteration 223Q (3267.620000 sec): 35 clusters
  Score: Raw -117615868.536285 + Penalty 114739.327988 = -117501129.208296
  nChanged 11
Iteration 224Q (3277.260000 sec): 35 clusters
  Score: Raw -117615868.950194 + Penalty 114739.327988 = -117501129.622206
  nChanged 8
Iteration 225Q (3286.890000 sec): 35 clusters
  Score: Raw -117615869.147456 + Penalty 114739.327988 = -117501129.819468
  nChanged 7
Iteration 226Q (3296.540000 sec): 35 clusters
  Score: Raw -117615869.268701 + Penalty 114739.327988 = -117501129.940713
  nChanged 10
Iteration 227Q (3306.230000 sec): 35 clusters
  Score: Raw -117615869.359701 + Penalty 114739.327988 = -117501130.031713
  nChanged 7
Iteration 228Q (3315.850000 sec): 35 clusters
  Score: Raw -117615869.399397 + Penalty 114739.327988 = -117501130.071409
  nChanged 6
Iteration 229Q (3325.480000 sec): 35 clusters
  Score: Raw -117615869.499726 + Penalty 114739.327988 = -117501130.171738
  nChanged 5
Iteration 230Q (3335.170000 sec): 35 clusters
  Score: Raw -117615869.636780 + Penalty 114739.327988 = -117501130.308792
  nChanged 5
Iteration 231Q (3344.770000 sec): 35 clusters
  Score: Raw -117615869.736357 + Penalty 114739.327988 = -117501130.408369
  nChanged 6
Iteration 232Q (3354.400000 sec): 35 clusters
  Score: Raw -117615869.845007 + Penalty 114739.327988 = -117501130.517019
  nChanged 4
Iteration 233Q (3364.010000 sec): 35 clusters
  Score: Raw -117615869.910864 + Penalty 114739.327988 = -117501130.582876
  nChanged 3
Iteration 234Q (3373.620000 sec): 35 clusters
  Score: Raw -117615869.935736 + Penalty 114739.327988 = -117501130.607748
  nChanged 1
Iteration 235Q (3383.230000 sec): 35 clusters
  Score: Raw -117615869.942608 + Penalty 114739.327988 = -117501130.614620
  nChanged 0
Iteration 236F (3420.140000 sec): 35 clusters
  Score: Raw -117615869.942608 + Penalty 114739.327988 = -117501130.614620
  nChanged 0
Compute initial score before splitting:   Score: Raw -117615869.942608 + Penalty 114739.327988 = -117501130.614620
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.170000 sec): 2 clusters
  Score: Raw -122761.033076 + Penalty 1666.315262 = -121094.717813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.180000 sec): 3 clusters
  Score: Raw -122645.430054 + Penalty 3332.630525 = -119312.799530
  nChanged 173
		SP:Iteration 1F (3420.180000 sec): 3 clusters
  Score: Raw -122877.408113 + Penalty 3332.630525 = -119544.777589
  nChanged 40
		SP:Iteration 2Q (3420.180000 sec): 3 clusters
  Score: Raw -122938.337654 + Penalty 3332.630525 = -119605.707130
  nChanged 15
		SP:Iteration 3Q (3420.180000 sec): 3 clusters
  Score: Raw -122960.065121 + Penalty 3332.630525 = -119627.434596
  nChanged 13
		SP:Iteration 4Q (3420.190000 sec): 3 clusters
  Score: Raw -122974.291775 + Penalty 3332.630525 = -119641.661250
  nChanged 7
		SP:Iteration 5Q (3420.190000 sec): 3 clusters
  Score: Raw -122986.752675 + Penalty 3332.630525 = -119654.122150
  nChanged 4
		SP:Iteration 6Q (3420.200000 sec): 3 clusters
  Score: Raw -122992.269353 + Penalty 3332.630525 = -119659.638829
  nChanged 3
		SP:Iteration 7Q (3420.200000 sec): 3 clusters
  Score: Raw -122995.526778 + Penalty 3332.630525 = -119662.896253
  nChanged 3
		SP:Iteration 8Q (3420.200000 sec): 3 clusters
  Score: Raw -122998.081392 + Penalty 3332.630525 = -119665.450868
  nChanged 1
		SP:Iteration 9Q (3420.200000 sec): 3 clusters
  Score: Raw -122999.362476 + Penalty 3332.630525 = -119666.731952
  nChanged 1
		SP:Iteration 10Q (3420.200000 sec): 3 clusters
  Score: Raw -123001.247659 + Penalty 3332.630525 = -119668.617135
  nChanged 1
		SP:Iteration 11Q (3420.210000 sec): 3 clusters
  Score: Raw -123002.165289 + Penalty 3332.630525 = -119669.534765
  nChanged 0
		SP:Iteration 12F (3420.210000 sec): 3 clusters
  Score: Raw -123002.165289 + Penalty 3332.630525 = -119669.534765
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.220000 sec): 2 clusters
  Score: Raw -179904.369306 + Penalty 1762.234960 = -178142.134345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.220000 sec): 3 clusters
  Score: Raw -179603.323166 + Penalty 3524.469920 = -176078.853246
  nChanged 333
		SP:Iteration 1F (3420.230000 sec): 3 clusters
  Score: Raw -179930.197931 + Penalty 3524.469920 = -176405.728011
  nChanged 75
		SP:Iteration 2F (3420.230000 sec): 3 clusters
  Score: Raw -180025.677266 + Penalty 3524.469920 = -176501.207346
  nChanged 37
		SP:Iteration 3Q (3420.240000 sec): 3 clusters
  Score: Raw -180079.445331 + Penalty 3524.469920 = -176554.975410
  nChanged 43
		SP:Iteration 4Q (3420.240000 sec): 3 clusters
  Score: Raw -180132.666730 + Penalty 3524.469920 = -176608.196809
  nChanged 18
		SP:Iteration 5Q (3420.240000 sec): 3 clusters
  Score: Raw -180151.437099 + Penalty 3524.469920 = -176626.967179
  nChanged 14
		SP:Iteration 6Q (3420.250000 sec): 3 clusters
  Score: Raw -180165.841137 + Penalty 3524.469920 = -176641.371216
  nChanged 12
		SP:Iteration 7Q (3420.250000 sec): 3 clusters
  Score: Raw -180178.096960 + Penalty 3524.469920 = -176653.627040
  nChanged 9
		SP:Iteration 8Q (3420.260000 sec): 3 clusters
  Score: Raw -180187.848037 + Penalty 3524.469920 = -176663.378117
  nChanged 10
		SP:Iteration 9Q (3420.260000 sec): 3 clusters
  Score: Raw -180196.040660 + Penalty 3524.469920 = -176671.570740
  nChanged 6
		SP:Iteration 10Q (3420.270000 sec): 3 clusters
  Score: Raw -180207.125606 + Penalty 3524.469920 = -176682.655686
  nChanged 8
		SP:Iteration 11Q (3420.270000 sec): 3 clusters
  Score: Raw -180214.085657 + Penalty 3524.469920 = -176689.615737
  nChanged 6
		SP:Iteration 12Q (3420.280000 sec): 3 clusters
  Score: Raw -180218.317790 + Penalty 3524.469920 = -176693.847869
  nChanged 4
		SP:Iteration 13Q (3420.280000 sec): 3 clusters
  Score: Raw -180223.737040 + Penalty 3524.469920 = -176699.267119
  nChanged 4
		SP:Iteration 14Q (3420.280000 sec): 3 clusters
  Score: Raw -180226.527400 + Penalty 3524.469920 = -176702.057480
  nChanged 2
		SP:Iteration 15Q (3420.290000 sec): 3 clusters
  Score: Raw -180227.372304 + Penalty 3524.469920 = -176702.902384
  nChanged 0
		SP:Iteration 16F (3420.290000 sec): 3 clusters
  Score: Raw -180227.372304 + Penalty 3524.469920 = -176702.902384
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.300000 sec): 2 clusters
  Score: Raw -22540.062065 + Penalty 1297.314937 = -21242.747128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.300000 sec): 3 clusters
  Score: Raw -22911.189100 + Penalty 2594.629874 = -20316.559226
  nChanged 20
		SP:Iteration 1F (3420.300000 sec): 3 clusters
  Score: Raw -22999.577004 + Penalty 2594.629874 = -20404.947131
  nChanged 11
		SP:Iteration 2F (3420.300000 sec): 3 clusters
  Score: Raw -23078.111543 + Penalty 2594.629874 = -20483.481669
  nChanged 8
		SP:Iteration 3Q (3420.300000 sec): 3 clusters
  Score: Raw -23167.721890 + Penalty 2594.629874 = -20573.092016
  nChanged 5
		SP:Iteration 4Q (3420.300000 sec): 3 clusters
  Score: Raw -23198.952773 + Penalty 2594.629874 = -20604.322899
  nChanged 3
		SP:Iteration 5Q (3420.300000 sec): 3 clusters
  Score: Raw -23240.109481 + Penalty 2594.629874 = -20645.479607
  nChanged 3
		SP:Iteration 6Q (3420.300000 sec): 3 clusters
  Score: Raw -23275.191724 + Penalty 2594.629874 = -20680.561850
  nChanged 1
		SP:Iteration 7Q (3420.300000 sec): 3 clusters
  Score: Raw -23281.837332 + Penalty 2594.629874 = -20687.207458
  nChanged 0
		SP:Iteration 8F (3420.300000 sec): 3 clusters
  Score: Raw -23281.837332 + Penalty 2594.629874 = -20687.207458
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (2808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.320000 sec): 2 clusters
  Score: Raw -412082.647571 + Penalty 1969.176486 = -410113.471085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.320000 sec): 3 clusters
  Score: Raw -410878.962460 + Penalty 3938.352972 = -406940.609489
  nChanged 981
		SP:Iteration 1F (3420.340000 sec): 3 clusters
  Score: Raw -411522.910814 + Penalty 3938.352972 = -407584.557842
  nChanged 217
		SP:Iteration 2F (3420.340000 sec): 3 clusters
  Score: Raw -411674.013899 + Penalty 3938.352972 = -407735.660927
  nChanged 133
		SP:Iteration 3Q (3420.360000 sec): 3 clusters
  Score: Raw -411760.806836 + Penalty 3938.352972 = -407822.453865
  nChanged 90
		SP:Iteration 4Q (3420.360000 sec): 3 clusters
  Score: Raw -411819.373875 + Penalty 3938.352972 = -407881.020904
  nChanged 62
		SP:Iteration 5Q (3420.380000 sec): 3 clusters
  Score: Raw -411863.535215 + Penalty 3938.352972 = -407925.182244
  nChanged 44
		SP:Iteration 6Q (3420.390000 sec): 3 clusters
  Score: Raw -411897.768409 + Penalty 3938.352972 = -407959.415438
  nChanged 60
		SP:Iteration 7Q (3420.400000 sec): 3 clusters
  Score: Raw -411940.816938 + Penalty 3938.352972 = -408002.463967
  nChanged 56
		SP:Iteration 8Q (3420.410000 sec): 3 clusters
  Score: Raw -411985.578471 + Penalty 3938.352972 = -408047.225500
  nChanged 37
		SP:Iteration 9Q (3420.420000 sec): 3 clusters
  Score: Raw -412007.941596 + Penalty 3938.352972 = -408069.588625
  nChanged 32
		SP:Iteration 10Q (3420.430000 sec): 3 clusters
  Score: Raw -412031.947643 + Penalty 3938.352972 = -408093.594671
  nChanged 35
		SP:Iteration 11Q (3420.440000 sec): 3 clusters
  Score: Raw -412056.916125 + Penalty 3938.352972 = -408118.563153
  nChanged 40
		SP:Iteration 12Q (3420.450000 sec): 3 clusters
  Score: Raw -412081.424133 + Penalty 3938.352972 = -408143.071162
  nChanged 28
		SP:Iteration 13Q (3420.460000 sec): 3 clusters
  Score: Raw -412095.988914 + Penalty 3938.352972 = -408157.635942
  nChanged 31
		SP:Iteration 14Q (3420.470000 sec): 3 clusters
  Score: Raw -412113.815815 + Penalty 3938.352972 = -408175.462843
  nChanged 22
		SP:Iteration 15Q (3420.480000 sec): 3 clusters
  Score: Raw -412125.901763 + Penalty 3938.352972 = -408187.548791
  nChanged 20
		SP:Iteration 16Q (3420.490000 sec): 3 clusters
  Score: Raw -412136.466859 + Penalty 3938.352972 = -408198.113887
  nChanged 19
		SP:Iteration 17Q (3420.500000 sec): 3 clusters
  Score: Raw -412147.950317 + Penalty 3938.352972 = -408209.597345
  nChanged 18
		SP:Iteration 18Q (3420.510000 sec): 3 clusters
  Score: Raw -412156.635064 + Penalty 3938.352972 = -408218.282092
  nChanged 19
		SP:Iteration 19Q (3420.520000 sec): 3 clusters
  Score: Raw -412167.338348 + Penalty 3938.352972 = -408228.985376
  nChanged 18
		SP:Iteration 20F (3420.530000 sec): 3 clusters
  Score: Raw -412177.353602 + Penalty 3938.352972 = -408239.000631
  nChanged 21
		SP:Iteration 21Q (3420.540000 sec): 3 clusters
  Score: Raw -412193.851156 + Penalty 3938.352972 = -408255.498185
  nChanged 31
		SP:Iteration 22Q (3420.550000 sec): 3 clusters
  Score: Raw -412216.641018 + Penalty 3938.352972 = -408278.288047
  nChanged 33
		SP:Iteration 23Q (3420.560000 sec): 3 clusters
  Score: Raw -412237.125598 + Penalty 3938.352972 = -408298.772627
  nChanged 33
		SP:Iteration 24Q (3420.570000 sec): 3 clusters
  Score: Raw -412258.900518 + Penalty 3938.352972 = -408320.547547
  nChanged 38
		SP:Iteration 25Q (3420.580000 sec): 3 clusters
  Score: Raw -412285.024765 + Penalty 3938.352972 = -408346.671794
  nChanged 45
		SP:Iteration 26Q (3420.590000 sec): 3 clusters
  Score: Raw -412323.968691 + Penalty 3938.352972 = -408385.615720
  nChanged 47
		SP:Iteration 27Q (3420.600000 sec): 3 clusters
  Score: Raw -412361.811861 + Penalty 3938.352972 = -408423.458890
  nChanged 46
		SP:Iteration 28Q (3420.610000 sec): 3 clusters
  Score: Raw -412399.782033 + Penalty 3938.352972 = -408461.429062
  nChanged 48
		SP:Iteration 29Q (3420.620000 sec): 3 clusters
  Score: Raw -412433.882800 + Penalty 3938.352972 = -408495.529828
  nChanged 47
		SP:Iteration 30Q (3420.630000 sec): 3 clusters
  Score: Raw -412479.151949 + Penalty 3938.352972 = -408540.798977
  nChanged 54
		SP:Iteration 31Q (3420.640000 sec): 3 clusters
  Score: Raw -412538.785790 + Penalty 3938.352972 = -408600.432819
  nChanged 61
		SP:Iteration 32Q (3420.650000 sec): 3 clusters
  Score: Raw -412604.141299 + Penalty 3938.352972 = -408665.788328
  nChanged 49
		SP:Iteration 33Q (3420.660000 sec): 3 clusters
  Score: Raw -412660.192628 + Penalty 3938.352972 = -408721.839656
  nChanged 56
		SP:Iteration 34Q (3420.670000 sec): 3 clusters
  Score: Raw -412732.021070 + Penalty 3938.352972 = -408793.668098
  nChanged 56
		SP:Iteration 35Q (3420.680000 sec): 3 clusters
  Score: Raw -412798.340756 + Penalty 3938.352972 = -408859.987785
  nChanged 48
		SP:Iteration 36Q (3420.690000 sec): 3 clusters
  Score: Raw -412841.298733 + Penalty 3938.352972 = -408902.945761
  nChanged 34
		SP:Iteration 37Q (3420.700000 sec): 3 clusters
  Score: Raw -412879.206992 + Penalty 3938.352972 = -408940.854020
  nChanged 29
		SP:Iteration 38Q (3420.700000 sec): 3 clusters
  Score: Raw -412904.458508 + Penalty 3938.352972 = -408966.105536
  nChanged 27
		SP:Iteration 39Q (3420.710000 sec): 3 clusters
  Score: Raw -412921.171364 + Penalty 3938.352972 = -408982.818392
  nChanged 17
		SP:Iteration 40F (3420.720000 sec): 3 clusters
  Score: Raw -412929.452375 + Penalty 3938.352972 = -408991.099404
  nChanged 10
		SP:Iteration 41Q (3420.730000 sec): 3 clusters
  Score: Raw -412934.361789 + Penalty 3938.352972 = -408996.008817
  nChanged 5
		SP:Iteration 42Q (3420.740000 sec): 3 clusters
  Score: Raw -412937.671397 + Penalty 3938.352972 = -408999.318425
  nChanged 3
		SP:Iteration 43Q (3420.750000 sec): 3 clusters
  Score: Raw -412939.841560 + Penalty 3938.352972 = -409001.488588
  nChanged 1
		SP:Iteration 44Q (3420.760000 sec): 3 clusters
  Score: Raw -412940.511943 + Penalty 3938.352972 = -409002.158972
  nChanged 1
		SP:Iteration 45Q (3420.770000 sec): 3 clusters
  Score: Raw -412940.968939 + Penalty 3938.352972 = -409002.615967
  nChanged 0
		SP:Iteration 46F (3420.780000 sec): 3 clusters
  Score: Raw -412940.968939 + Penalty 3938.352972 = -409002.615967
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.780000 sec): 2 clusters
  Score: Raw -77809.852459 + Penalty 1571.093454 = -76238.759005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.780000 sec): 3 clusters
  Score: Raw -77848.107947 + Penalty 3142.186909 = -74705.921038
  nChanged 114
		SP:Iteration 1F (3420.780000 sec): 3 clusters
  Score: Raw -78089.018923 + Penalty 3142.186909 = -74946.832015
  nChanged 38
		SP:Iteration 2F (3420.790000 sec): 3 clusters
  Score: Raw -78268.120227 + Penalty 3142.186909 = -75125.933318
  nChanged 37
		SP:Iteration 3F (3420.790000 sec): 3 clusters
  Score: Raw -78407.084374 + Penalty 3142.186909 = -75264.897466
  nChanged 33
		SP:Iteration 4F (3420.790000 sec): 3 clusters
  Score: Raw -78599.089868 + Penalty 3142.186909 = -75456.902959
  nChanged 23
		SP:Iteration 5Q (3420.800000 sec): 3 clusters
  Score: Raw -78690.222806 + Penalty 3142.186909 = -75548.035897
  nChanged 19
		SP:Iteration 6Q (3420.800000 sec): 3 clusters
  Score: Raw -78757.835730 + Penalty 3142.186909 = -75615.648821
  nChanged 11
		SP:Iteration 7Q (3420.800000 sec): 3 clusters
  Score: Raw -78801.014146 + Penalty 3142.186909 = -75658.827237
  nChanged 5
		SP:Iteration 8Q (3420.800000 sec): 3 clusters
  Score: Raw -78829.674349 + Penalty 3142.186909 = -75687.487440
  nChanged 7
		SP:Iteration 9Q (3420.800000 sec): 3 clusters
  Score: Raw -78876.170291 + Penalty 3142.186909 = -75733.983383
  nChanged 5
		SP:Iteration 10Q (3420.800000 sec): 3 clusters
  Score: Raw -78905.724082 + Penalty 3142.186909 = -75763.537174
  nChanged 1
		SP:Iteration 11Q (3420.800000 sec): 3 clusters
  Score: Raw -78908.263185 + Penalty 3142.186909 = -75766.076277
  nChanged 0
		SP:Iteration 12F (3420.810000 sec): 3 clusters
  Score: Raw -78908.263185 + Penalty 3142.186909 = -75766.076277
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.870000 sec): 2 clusters
  Score: Raw -2463886.960096 + Penalty 2427.429105 = -2461459.530991
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.930000 sec): 3 clusters
  Score: Raw -2453588.674399 + Penalty 4854.858209 = -2448733.816190
  nChanged 7811
		SP:Iteration 1F (3421.000000 sec): 3 clusters
  Score: Raw -2457773.599292 + Penalty 4854.858209 = -2452918.741083
  nChanged 1167
		SP:Iteration 2F (3421.060000 sec): 3 clusters
  Score: Raw -2458361.645853 + Penalty 4854.858209 = -2453506.787644
  nChanged 1075
		SP:Iteration 3F (3421.130000 sec): 3 clusters
  Score: Raw -2458900.312540 + Penalty 4854.858209 = -2454045.454331
  nChanged 968
		SP:Iteration 4F (3421.190000 sec): 3 clusters
  Score: Raw -2459443.276565 + Penalty 4854.858209 = -2454588.418356
  nChanged 924
		SP:Iteration 5F (3421.260000 sec): 3 clusters
  Score: Raw -2459980.422220 + Penalty 4854.858209 = -2455125.564011
  nChanged 920
		SP:Iteration 6F (3421.320000 sec): 3 clusters
  Score: Raw -2460517.715230 + Penalty 4854.858209 = -2455662.857021
  nChanged 902
		SP:Iteration 7F (3421.380000 sec): 3 clusters
  Score: Raw -2461061.964731 + Penalty 4854.858209 = -2456207.106522
  nChanged 851
		SP:Iteration 8Q (3421.450000 sec): 3 clusters
  Score: Raw -2461562.267829 + Penalty 4854.858209 = -2456707.409620
  nChanged 738
		SP:Iteration 9Q (3421.510000 sec): 3 clusters
  Score: Raw -2461972.363026 + Penalty 4854.858209 = -2457117.504817
  nChanged 669
		SP:Iteration 10Q (3421.580000 sec): 3 clusters
  Score: Raw -2462308.148417 + Penalty 4854.858209 = -2457453.290208
  nChanged 528
		SP:Iteration 11Q (3421.640000 sec): 3 clusters
  Score: Raw -2462553.907843 + Penalty 4854.858209 = -2457699.049634
  nChanged 426
		SP:Iteration 12Q (3421.700000 sec): 3 clusters
  Score: Raw -2462714.232038 + Penalty 4854.858209 = -2457859.373829
  nChanged 336
		SP:Iteration 13Q (3421.760000 sec): 3 clusters
  Score: Raw -2462827.919523 + Penalty 4854.858209 = -2457973.061314
  nChanged 251
		SP:Iteration 14Q (3421.830000 sec): 3 clusters
  Score: Raw -2462907.918345 + Penalty 4854.858209 = -2458053.060136
  nChanged 231
		SP:Iteration 15Q (3421.890000 sec): 3 clusters
  Score: Raw -2462980.741534 + Penalty 4854.858209 = -2458125.883325
  nChanged 206
		SP:Iteration 16Q (3421.950000 sec): 3 clusters
  Score: Raw -2463041.140219 + Penalty 4854.858209 = -2458186.282010
  nChanged 183
		SP:Iteration 17Q (3422.010000 sec): 3 clusters
  Score: Raw -2463091.709847 + Penalty 4854.858209 = -2458236.851638
  nChanged 159
		SP:Iteration 18Q (3422.070000 sec): 3 clusters
  Score: Raw -2463134.158612 + Penalty 4854.858209 = -2458279.300403
  nChanged 151
		SP:Iteration 19Q (3422.140000 sec): 3 clusters
  Score: Raw -2463175.259497 + Penalty 4854.858209 = -2458320.401288
  nChanged 161
		SP:Iteration 20F (3422.200000 sec): 3 clusters
  Score: Raw -2463216.617670 + Penalty 4854.858209 = -2458361.759461
  nChanged 134
		SP:Iteration 21Q (3422.260000 sec): 3 clusters
  Score: Raw -2463252.617665 + Penalty 4854.858209 = -2458397.759456
  nChanged 129
		SP:Iteration 22Q (3422.320000 sec): 3 clusters
  Score: Raw -2463286.020388 + Penalty 4854.858209 = -2458431.162179
  nChanged 139
		SP:Iteration 23Q (3422.380000 sec): 3 clusters
  Score: Raw -2463320.279652 + Penalty 4854.858209 = -2458465.421443
  nChanged 147
		SP:Iteration 24Q (3422.440000 sec): 3 clusters
  Score: Raw -2463360.198395 + Penalty 4854.858209 = -2458505.340186
  nChanged 145
		SP:Iteration 25Q (3422.500000 sec): 3 clusters
  Score: Raw -2463398.983691 + Penalty 4854.858209 = -2458544.125482
  nChanged 140
		SP:Iteration 26Q (3422.560000 sec): 3 clusters
  Score: Raw -2463440.960849 + Penalty 4854.858209 = -2458586.102640
  nChanged 157
		SP:Iteration 27Q (3422.620000 sec): 3 clusters
  Score: Raw -2463489.889908 + Penalty 4854.858209 = -2458635.031699
  nChanged 160
		SP:Iteration 28Q (3422.680000 sec): 3 clusters
  Score: Raw -2463535.389574 + Penalty 4854.858209 = -2458680.531365
  nChanged 147
		SP:Iteration 29Q (3422.740000 sec): 3 clusters
  Score: Raw -2463574.330432 + Penalty 4854.858209 = -2458719.472223
  nChanged 132
		SP:Iteration 30Q (3422.800000 sec): 3 clusters
  Score: Raw -2463609.646370 + Penalty 4854.858209 = -2458754.788161
  nChanged 127
		SP:Iteration 31Q (3422.860000 sec): 3 clusters
  Score: Raw -2463638.715614 + Penalty 4854.858209 = -2458783.857405
  nChanged 98
		SP:Iteration 32Q (3422.920000 sec): 3 clusters
  Score: Raw -2463657.031145 + Penalty 4854.858209 = -2458802.172936
  nChanged 90
		SP:Iteration 33Q (3422.980000 sec): 3 clusters
  Score: Raw -2463675.379151 + Penalty 4854.858209 = -2458820.520942
  nChanged 95
		SP:Iteration 34Q (3423.040000 sec): 3 clusters
  Score: Raw -2463697.442015 + Penalty 4854.858209 = -2458842.583806
  nChanged 106
		SP:Iteration 35Q (3423.100000 sec): 3 clusters
  Score: Raw -2463726.031549 + Penalty 4854.858209 = -2458871.173340
  nChanged 97
		SP:Iteration 36Q (3423.160000 sec): 3 clusters
  Score: Raw -2463750.944884 + Penalty 4854.858209 = -2458896.086675
  nChanged 108
		SP:Iteration 37Q (3423.220000 sec): 3 clusters
  Score: Raw -2463778.055074 + Penalty 4854.858209 = -2458923.196865
  nChanged 94
		SP:Iteration 38Q (3423.270000 sec): 3 clusters
  Score: Raw -2463799.009675 + Penalty 4854.858209 = -2458944.151466
  nChanged 91
		SP:Iteration 39Q (3423.330000 sec): 3 clusters
  Score: Raw -2463816.185228 + Penalty 4854.858209 = -2458961.327019
  nChanged 71
		SP:Iteration 40F (3423.400000 sec): 3 clusters
  Score: Raw -2463831.016840 + Penalty 4854.858209 = -2458976.158631
  nChanged 75
		SP:Iteration 41Q (3423.450000 sec): 3 clusters
  Score: Raw -2463849.383773 + Penalty 4854.858209 = -2458994.525564
  nChanged 87
		SP:Iteration 42Q (3423.510000 sec): 3 clusters
  Score: Raw -2463871.487544 + Penalty 4854.858209 = -2459016.629335
  nChanged 95
		SP:Iteration 43Q (3423.570000 sec): 3 clusters
  Score: Raw -2463894.569074 + Penalty 4854.858209 = -2459039.710865
  nChanged 95
		SP:Iteration 44Q (3423.630000 sec): 3 clusters
  Score: Raw -2463917.920073 + Penalty 4854.858209 = -2459063.061864
  nChanged 88
		SP:Iteration 45Q (3423.680000 sec): 3 clusters
  Score: Raw -2463936.588206 + Penalty 4854.858209 = -2459081.729997
  nChanged 75
		SP:Iteration 46Q (3423.740000 sec): 3 clusters
  Score: Raw -2463953.833448 + Penalty 4854.858209 = -2459098.975239
  nChanged 87
		SP:Iteration 47Q (3423.800000 sec): 3 clusters
  Score: Raw -2463970.889311 + Penalty 4854.858209 = -2459116.031101
  nChanged 69
		SP:Iteration 48Q (3423.860000 sec): 3 clusters
  Score: Raw -2463986.388303 + Penalty 4854.858209 = -2459131.530094
  nChanged 67
		SP:Iteration 49Q (3423.920000 sec): 3 clusters
  Score: Raw -2463999.801935 + Penalty 4854.858209 = -2459144.943725
  nChanged 65
		SP:Iteration 50Q (3423.970000 sec): 3 clusters
  Score: Raw -2464012.454892 + Penalty 4854.858209 = -2459157.596683
  nChanged 57
		SP:Iteration 51Q (3424.030000 sec): 3 clusters
  Score: Raw -2464022.106246 + Penalty 4854.858209 = -2459167.248037
  nChanged 51
		SP:Iteration 52Q (3424.090000 sec): 3 clusters
  Score: Raw -2464031.855153 + Penalty 4854.858209 = -2459176.996944
  nChanged 51
		SP:Iteration 53Q (3424.140000 sec): 3 clusters
  Score: Raw -2464041.214172 + Penalty 4854.858209 = -2459186.355963
  nChanged 54
		SP:Iteration 54Q (3424.200000 sec): 3 clusters
  Score: Raw -2464049.786462 + Penalty 4854.858209 = -2459194.928253
  nChanged 51
		SP:Iteration 55Q (3424.260000 sec): 3 clusters
  Score: Raw -2464060.432182 + Penalty 4854.858209 = -2459205.573973
  nChanged 53
		SP:Iteration 56Q (3424.320000 sec): 3 clusters
  Score: Raw -2464070.377991 + Penalty 4854.858209 = -2459215.519781
  nChanged 51
		SP:Iteration 57Q (3424.370000 sec): 3 clusters
  Score: Raw -2464080.003171 + Penalty 4854.858209 = -2459225.144962
  nChanged 44
		SP:Iteration 58Q (3424.430000 sec): 3 clusters
  Score: Raw -2464087.915686 + Penalty 4854.858209 = -2459233.057477
  nChanged 49
		SP:Iteration 59Q (3424.480000 sec): 3 clusters
  Score: Raw -2464097.157740 + Penalty 4854.858209 = -2459242.299531
  nChanged 51
		SP:Iteration 60F (3424.550000 sec): 3 clusters
  Score: Raw -2464108.724008 + Penalty 4854.858209 = -2459253.865799
  nChanged 55
		SP:Iteration 61Q (3424.600000 sec): 3 clusters
  Score: Raw -2464121.327617 + Penalty 4854.858209 = -2459266.469408
  nChanged 53
		SP:Iteration 62Q (3424.660000 sec): 3 clusters
  Score: Raw -2464131.662131 + Penalty 4854.858209 = -2459276.803922
  nChanged 51
		SP:Iteration 63Q (3424.720000 sec): 3 clusters
  Score: Raw -2464143.570257 + Penalty 4854.858209 = -2459288.712048
  nChanged 60
		SP:Iteration 64Q (3424.770000 sec): 3 clusters
  Score: Raw -2464158.203564 + Penalty 4854.858209 = -2459303.345355
  nChanged 52
		SP:Iteration 65Q (3424.830000 sec): 3 clusters
  Score: Raw -2464172.619893 + Penalty 4854.858209 = -2459317.761684
  nChanged 70
		SP:Iteration 66Q (3424.880000 sec): 3 clusters
  Score: Raw -2464191.133101 + Penalty 4854.858209 = -2459336.274892
  nChanged 63
		SP:Iteration 67Q (3424.940000 sec): 3 clusters
  Score: Raw -2464206.308459 + Penalty 4854.858209 = -2459351.450250
  nChanged 64
		SP:Iteration 68Q (3425.000000 sec): 3 clusters
  Score: Raw -2464219.340297 + Penalty 4854.858209 = -2459364.482088
  nChanged 55
		SP:Iteration 69Q (3425.050000 sec): 3 clusters
  Score: Raw -2464228.984852 + Penalty 4854.858209 = -2459374.126643
  nChanged 46
		SP:Iteration 70Q (3425.110000 sec): 3 clusters
  Score: Raw -2464238.402243 + Penalty 4854.858209 = -2459383.544034
  nChanged 52
		SP:Iteration 71Q (3425.170000 sec): 3 clusters
  Score: Raw -2464249.928425 + Penalty 4854.858209 = -2459395.070216
  nChanged 41
		SP:Iteration 72Q (3425.220000 sec): 3 clusters
  Score: Raw -2464257.934315 + Penalty 4854.858209 = -2459403.076106
  nChanged 40
		SP:Iteration 73Q (3425.280000 sec): 3 clusters
  Score: Raw -2464266.141585 + Penalty 4854.858209 = -2459411.283376
  nChanged 49
		SP:Iteration 74Q (3425.330000 sec): 3 clusters
  Score: Raw -2464279.010354 + Penalty 4854.858209 = -2459424.152145
  nChanged 54
		SP:Iteration 75Q (3425.390000 sec): 3 clusters
  Score: Raw -2464295.342915 + Penalty 4854.858209 = -2459440.484706
  nChanged 63
		SP:Iteration 76Q (3425.440000 sec): 3 clusters
  Score: Raw -2464312.489974 + Penalty 4854.858209 = -2459457.631765
  nChanged 56
		SP:Iteration 77Q (3425.500000 sec): 3 clusters
  Score: Raw -2464327.452248 + Penalty 4854.858209 = -2459472.594039
  nChanged 57
		SP:Iteration 78Q (3425.550000 sec): 3 clusters
  Score: Raw -2464341.498239 + Penalty 4854.858209 = -2459486.640030
  nChanged 58
		SP:Iteration 79Q (3425.610000 sec): 3 clusters
  Score: Raw -2464355.459373 + Penalty 4854.858209 = -2459500.601164
  nChanged 54
		SP:Iteration 80F (3425.670000 sec): 3 clusters
  Score: Raw -2464367.757045 + Penalty 4854.858209 = -2459512.898835
  nChanged 49
		SP:Iteration 81Q (3425.720000 sec): 3 clusters
  Score: Raw -2464380.915800 + Penalty 4854.858209 = -2459526.057591
  nChanged 57
		SP:Iteration 82Q (3425.780000 sec): 3 clusters
  Score: Raw -2464395.155288 + Penalty 4854.858209 = -2459540.297079
  nChanged 56
		SP:Iteration 83Q (3425.830000 sec): 3 clusters
  Score: Raw -2464407.952114 + Penalty 4854.858209 = -2459553.093905
  nChanged 56
		SP:Iteration 84Q (3425.890000 sec): 3 clusters
  Score: Raw -2464420.868008 + Penalty 4854.858209 = -2459566.009799
  nChanged 51
		SP:Iteration 85Q (3425.940000 sec): 3 clusters
  Score: Raw -2464433.877070 + Penalty 4854.858209 = -2459579.018861
  nChanged 53
		SP:Iteration 86Q (3426.000000 sec): 3 clusters
  Score: Raw -2464446.130163 + Penalty 4854.858209 = -2459591.271954
  nChanged 52
		SP:Iteration 87Q (3426.050000 sec): 3 clusters
  Score: Raw -2464458.926104 + Penalty 4854.858209 = -2459604.067894
  nChanged 52
		SP:Iteration 88Q (3426.100000 sec): 3 clusters
  Score: Raw -2464475.717603 + Penalty 4854.858209 = -2459620.859394
  nChanged 76
		SP:Iteration 89Q (3426.160000 sec): 3 clusters
  Score: Raw -2464498.757694 + Penalty 4854.858209 = -2459643.899485
  nChanged 69
		SP:Iteration 90Q (3426.210000 sec): 3 clusters
  Score: Raw -2464518.495308 + Penalty 4854.858209 = -2459663.637099
  nChanged 65
		SP:Iteration 91Q (3426.260000 sec): 3 clusters
  Score: Raw -2464538.074455 + Penalty 4854.858209 = -2459683.216246
  nChanged 69
		SP:Iteration 92Q (3426.320000 sec): 3 clusters
  Score: Raw -2464560.986921 + Penalty 4854.858209 = -2459706.128712
  nChanged 71
		SP:Iteration 93Q (3426.370000 sec): 3 clusters
  Score: Raw -2464582.803571 + Penalty 4854.858209 = -2459727.945362
  nChanged 54
		SP:Iteration 94Q (3426.420000 sec): 3 clusters
  Score: Raw -2464598.040306 + Penalty 4854.858209 = -2459743.182097
  nChanged 59
		SP:Iteration 95Q (3426.480000 sec): 3 clusters
  Score: Raw -2464615.255977 + Penalty 4854.858209 = -2459760.397768
  nChanged 59
		SP:Iteration 96Q (3426.530000 sec): 3 clusters
  Score: Raw -2464631.497402 + Penalty 4854.858209 = -2459776.639193
  nChanged 54
		SP:Iteration 97Q (3426.580000 sec): 3 clusters
  Score: Raw -2464645.390789 + Penalty 4854.858209 = -2459790.532579
  nChanged 47
		SP:Iteration 98Q (3426.640000 sec): 3 clusters
  Score: Raw -2464659.432070 + Penalty 4854.858209 = -2459804.573861
  nChanged 55
		SP:Iteration 99Q (3426.690000 sec): 3 clusters
  Score: Raw -2464674.179313 + Penalty 4854.858209 = -2459819.321104
  nChanged 55
		SP:Iteration 100F (3426.750000 sec): 3 clusters
  Score: Raw -2464688.747474 + Penalty 4854.858209 = -2459833.889264
  nChanged 43
		SP:Iteration 101Q (3426.800000 sec): 3 clusters
  Score: Raw -2464703.330554 + Penalty 4854.858209 = -2459848.472344
  nChanged 41
		SP:Iteration 102Q (3426.860000 sec): 3 clusters
  Score: Raw -2464714.900172 + Penalty 4854.858209 = -2459860.041963
  nChanged 31
		SP:Iteration 103Q (3426.910000 sec): 3 clusters
  Score: Raw -2464722.238837 + Penalty 4854.858209 = -2459867.380628
  nChanged 23
		SP:Iteration 104Q (3426.960000 sec): 3 clusters
  Score: Raw -2464727.379130 + Penalty 4854.858209 = -2459872.520921
  nChanged 27
		SP:Iteration 105Q (3427.010000 sec): 3 clusters
  Score: Raw -2464735.077484 + Penalty 4854.858209 = -2459880.219275
  nChanged 31
		SP:Iteration 106Q (3427.060000 sec): 3 clusters
  Score: Raw -2464744.142391 + Penalty 4854.858209 = -2459889.284182
  nChanged 33
		SP:Iteration 107Q (3427.110000 sec): 3 clusters
  Score: Raw -2464752.825024 + Penalty 4854.858209 = -2459897.966815
  nChanged 28
		SP:Iteration 108Q (3427.160000 sec): 3 clusters
  Score: Raw -2464759.832410 + Penalty 4854.858209 = -2459904.974201
  nChanged 25
		SP:Iteration 109Q (3427.220000 sec): 3 clusters
  Score: Raw -2464768.114426 + Penalty 4854.858209 = -2459913.256217
  nChanged 23
		SP:Iteration 110Q (3427.270000 sec): 3 clusters
  Score: Raw -2464773.939943 + Penalty 4854.858209 = -2459919.081734
  nChanged 21
		SP:Iteration 111Q (3427.320000 sec): 3 clusters
  Score: Raw -2464778.506593 + Penalty 4854.858209 = -2459923.648383
  nChanged 13
		SP:Iteration 112Q (3427.370000 sec): 3 clusters
  Score: Raw -2464781.366139 + Penalty 4854.858209 = -2459926.507930
  nChanged 13
		SP:Iteration 113Q (3427.420000 sec): 3 clusters
  Score: Raw -2464784.803172 + Penalty 4854.858209 = -2459929.944963
  nChanged 13
		SP:Iteration 114Q (3427.470000 sec): 3 clusters
  Score: Raw -2464788.204886 + Penalty 4854.858209 = -2459933.346677
  nChanged 15
		SP:Iteration 115Q (3427.520000 sec): 3 clusters
  Score: Raw -2464790.829382 + Penalty 4854.858209 = -2459935.971172
  nChanged 7
		SP:Iteration 116Q (3427.570000 sec): 3 clusters
  Score: Raw -2464792.319846 + Penalty 4854.858209 = -2459937.461637
  nChanged 9
		SP:Iteration 117Q (3427.620000 sec): 3 clusters
  Score: Raw -2464794.162919 + Penalty 4854.858209 = -2459939.304710
  nChanged 14
		SP:Iteration 118Q (3427.670000 sec): 3 clusters
  Score: Raw -2464797.980539 + Penalty 4854.858209 = -2459943.122330
  nChanged 12
		SP:Iteration 119Q (3427.720000 sec): 3 clusters
  Score: Raw -2464800.694763 + Penalty 4854.858209 = -2459945.836554
  nChanged 9
		SP:Iteration 120F (3427.790000 sec): 3 clusters
  Score: Raw -2464802.107640 + Penalty 4854.858209 = -2459947.249431
  nChanged 5
		SP:Iteration 121Q (3427.840000 sec): 3 clusters
  Score: Raw -2464802.880509 + Penalty 4854.858209 = -2459948.022300
  nChanged 7
		SP:Iteration 122Q (3427.890000 sec): 3 clusters
  Score: Raw -2464803.960904 + Penalty 4854.858209 = -2459949.102695
  nChanged 4
		SP:Iteration 123Q (3427.940000 sec): 3 clusters
  Score: Raw -2464804.475122 + Penalty 4854.858209 = -2459949.616913
  nChanged 5
		SP:Iteration 124Q (3427.990000 sec): 3 clusters
  Score: Raw -2464805.221668 + Penalty 4854.858209 = -2459950.363459
  nChanged 4
		SP:Iteration 125Q (3428.040000 sec): 3 clusters
  Score: Raw -2464806.153092 + Penalty 4854.858209 = -2459951.294883
  nChanged 3
		SP:Iteration 126Q (3428.100000 sec): 3 clusters
  Score: Raw -2464807.200592 + Penalty 4854.858209 = -2459952.342383
  nChanged 5
		SP:Iteration 127Q (3428.140000 sec): 3 clusters
  Score: Raw -2464808.847211 + Penalty 4854.858209 = -2459953.989002
  nChanged 5
		SP:Iteration 128Q (3428.200000 sec): 3 clusters
  Score: Raw -2464809.674428 + Penalty 4854.858209 = -2459954.816219
  nChanged 4
		SP:Iteration 129Q (3428.250000 sec): 3 clusters
  Score: Raw -2464811.296599 + Penalty 4854.858209 = -2459956.438390
  nChanged 7
		SP:Iteration 130Q (3428.300000 sec): 3 clusters
  Score: Raw -2464812.902632 + Penalty 4854.858209 = -2459958.044423
  nChanged 7
		SP:Iteration 131Q (3428.350000 sec): 3 clusters
  Score: Raw -2464814.518844 + Penalty 4854.858209 = -2459959.660635
  nChanged 6
		SP:Iteration 132Q (3428.400000 sec): 3 clusters
  Score: Raw -2464815.560953 + Penalty 4854.858209 = -2459960.702744
  nChanged 5
		SP:Iteration 133Q (3428.450000 sec): 3 clusters
  Score: Raw -2464816.593693 + Penalty 4854.858209 = -2459961.735484
  nChanged 8
		SP:Iteration 134Q (3428.500000 sec): 3 clusters
  Score: Raw -2464818.089175 + Penalty 4854.858209 = -2459963.230966
  nChanged 2
		SP:Iteration 135Q (3428.550000 sec): 3 clusters
  Score: Raw -2464818.283506 + Penalty 4854.858209 = -2459963.425297
  nChanged 2
		SP:Iteration 136Q (3428.600000 sec): 3 clusters
  Score: Raw -2464818.666485 + Penalty 4854.858209 = -2459963.808276
  nChanged 2
		SP:Iteration 137Q (3428.650000 sec): 3 clusters
  Score: Raw -2464819.236051 + Penalty 4854.858209 = -2459964.377842
  nChanged 3
		SP:Iteration 138Q (3428.700000 sec): 3 clusters
  Score: Raw -2464819.760031 + Penalty 4854.858209 = -2459964.901822
  nChanged 2
		SP:Iteration 139Q (3428.750000 sec): 3 clusters
  Score: Raw -2464820.103783 + Penalty 4854.858209 = -2459965.245574
  nChanged 3
		SP:Iteration 140F (3428.820000 sec): 3 clusters
  Score: Raw -2464820.599183 + Penalty 4854.858209 = -2459965.740974
  nChanged 4
		SP:Iteration 141Q (3428.870000 sec): 3 clusters
  Score: Raw -2464821.529321 + Penalty 4854.858209 = -2459966.671112
  nChanged 4
		SP:Iteration 142Q (3428.920000 sec): 3 clusters
  Score: Raw -2464822.297251 + Penalty 4854.858209 = -2459967.439042
  nChanged 3
		SP:Iteration 143Q (3428.970000 sec): 3 clusters
  Score: Raw -2464823.118878 + Penalty 4854.858209 = -2459968.260669
  nChanged 2
		SP:Iteration 144Q (3429.020000 sec): 3 clusters
  Score: Raw -2464823.469783 + Penalty 4854.858209 = -2459968.611574
  nChanged 1
		SP:Iteration 145Q (3429.070000 sec): 3 clusters
  Score: Raw -2464823.592500 + Penalty 4854.858209 = -2459968.734291
  nChanged 1
		SP:Iteration 146Q (3429.120000 sec): 3 clusters
  Score: Raw -2464823.832075 + Penalty 4854.858209 = -2459968.973866
  nChanged 0
		SP:Iteration 147F (3429.190000 sec): 3 clusters
  Score: Raw -2464823.832075 + Penalty 4854.858209 = -2459968.973866
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3429.210000 sec): 2 clusters
  Score: Raw -1055439.629180 + Penalty 2202.454175 = -1053237.175005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3429.240000 sec): 3 clusters
  Score: Raw -1051834.624004 + Penalty 4404.908350 = -1047429.715654
  nChanged 2833
		SP:Iteration 1F (3429.270000 sec): 3 clusters
  Score: Raw -1053338.536097 + Penalty 4404.908350 = -1048933.627747
  nChanged 478
		SP:Iteration 2F (3429.290000 sec): 3 clusters
  Score: Raw -1053576.438278 + Penalty 4404.908350 = -1049171.529928
  nChanged 360
		SP:Iteration 3F (3429.320000 sec): 3 clusters
  Score: Raw -1053750.384130 + Penalty 4404.908350 = -1049345.475779
  nChanged 291
		SP:Iteration 4Q (3429.350000 sec): 3 clusters
  Score: Raw -1053893.618892 + Penalty 4404.908350 = -1049488.710541
  nChanged 245
		SP:Iteration 5Q (3429.370000 sec): 3 clusters
  Score: Raw -1054009.059826 + Penalty 4404.908350 = -1049604.151475
  nChanged 203
		SP:Iteration 6Q (3429.400000 sec): 3 clusters
  Score: Raw -1054094.129438 + Penalty 4404.908350 = -1049689.221087
  nChanged 173
		SP:Iteration 7Q (3429.420000 sec): 3 clusters
  Score: Raw -1054167.479230 + Penalty 4404.908350 = -1049762.570880
  nChanged 155
		SP:Iteration 8Q (3429.450000 sec): 3 clusters
  Score: Raw -1054238.751187 + Penalty 4404.908350 = -1049833.842837
  nChanged 152
		SP:Iteration 9Q (3429.470000 sec): 3 clusters
  Score: Raw -1054311.975660 + Penalty 4404.908350 = -1049907.067309
  nChanged 155
		SP:Iteration 10Q (3429.500000 sec): 3 clusters
  Score: Raw -1054390.788476 + Penalty 4404.908350 = -1049985.880125
  nChanged 154
		SP:Iteration 11Q (3429.530000 sec): 3 clusters
  Score: Raw -1054459.948207 + Penalty 4404.908350 = -1050055.039857
  nChanged 150
		SP:Iteration 12Q (3429.550000 sec): 3 clusters
  Score: Raw -1054528.623375 + Penalty 4404.908350 = -1050123.715025
  nChanged 149
		SP:Iteration 13Q (3429.580000 sec): 3 clusters
  Score: Raw -1054616.491554 + Penalty 4404.908350 = -1050211.583203
  nChanged 169
		SP:Iteration 14Q (3429.600000 sec): 3 clusters
  Score: Raw -1054711.704773 + Penalty 4404.908350 = -1050306.796422
  nChanged 168
		SP:Iteration 15Q (3429.630000 sec): 3 clusters
  Score: Raw -1054800.142007 + Penalty 4404.908350 = -1050395.233656
  nChanged 161
		SP:Iteration 16Q (3429.650000 sec): 3 clusters
  Score: Raw -1054890.810078 + Penalty 4404.908350 = -1050485.901727
  nChanged 162
		SP:Iteration 17Q (3429.680000 sec): 3 clusters
  Score: Raw -1054978.990259 + Penalty 4404.908350 = -1050574.081909
  nChanged 150
		SP:Iteration 18Q (3429.710000 sec): 3 clusters
  Score: Raw -1055049.990547 + Penalty 4404.908350 = -1050645.082197
  nChanged 147
		SP:Iteration 19Q (3429.730000 sec): 3 clusters
  Score: Raw -1055128.561389 + Penalty 4404.908350 = -1050723.653038
  nChanged 143
		SP:Iteration 20F (3429.750000 sec): 3 clusters
  Score: Raw -1055211.032661 + Penalty 4404.908350 = -1050806.124311
  nChanged 132
		SP:Iteration 21Q (3429.780000 sec): 3 clusters
  Score: Raw -1055284.023027 + Penalty 4404.908350 = -1050879.114676
  nChanged 119
		SP:Iteration 22Q (3429.800000 sec): 3 clusters
  Score: Raw -1055349.312360 + Penalty 4404.908350 = -1050944.404010
  nChanged 108
		SP:Iteration 23Q (3429.830000 sec): 3 clusters
  Score: Raw -1055412.626207 + Penalty 4404.908350 = -1051007.717856
  nChanged 98
		SP:Iteration 24Q (3429.850000 sec): 3 clusters
  Score: Raw -1055476.416835 + Penalty 4404.908350 = -1051071.508485
  nChanged 94
		SP:Iteration 25Q (3429.870000 sec): 3 clusters
  Score: Raw -1055538.155422 + Penalty 4404.908350 = -1051133.247072
  nChanged 90
		SP:Iteration 26Q (3429.900000 sec): 3 clusters
  Score: Raw -1055588.425613 + Penalty 4404.908350 = -1051183.517263
  nChanged 72
		SP:Iteration 27Q (3429.920000 sec): 3 clusters
  Score: Raw -1055628.511669 + Penalty 4404.908350 = -1051223.603318
  nChanged 67
		SP:Iteration 28Q (3429.940000 sec): 3 clusters
  Score: Raw -1055667.156135 + Penalty 4404.908350 = -1051262.247785
  nChanged 57
		SP:Iteration 29Q (3429.970000 sec): 3 clusters
  Score: Raw -1055699.269370 + Penalty 4404.908350 = -1051294.361019
  nChanged 43
		SP:Iteration 30Q (3429.990000 sec): 3 clusters
  Score: Raw -1055727.410189 + Penalty 4404.908350 = -1051322.501838
  nChanged 55
		SP:Iteration 31Q (3430.010000 sec): 3 clusters
  Score: Raw -1055765.508843 + Penalty 4404.908350 = -1051360.600492
  nChanged 46
		SP:Iteration 32Q (3430.030000 sec): 3 clusters
  Score: Raw -1055795.329586 + Penalty 4404.908350 = -1051390.421236
  nChanged 29
		SP:Iteration 33Q (3430.050000 sec): 3 clusters
  Score: Raw -1055813.785083 + Penalty 4404.908350 = -1051408.876732
  nChanged 23
		SP:Iteration 34Q (3430.070000 sec): 3 clusters
  Score: Raw -1055831.121077 + Penalty 4404.908350 = -1051426.212727
  nChanged 25
		SP:Iteration 35Q (3430.090000 sec): 3 clusters
  Score: Raw -1055847.163421 + Penalty 4404.908350 = -1051442.255071
  nChanged 21
		SP:Iteration 36Q (3430.110000 sec): 3 clusters
  Score: Raw -1055858.671337 + Penalty 4404.908350 = -1051453.762986
  nChanged 15
		SP:Iteration 37Q (3430.140000 sec): 3 clusters
  Score: Raw -1055867.810206 + Penalty 4404.908350 = -1051462.901855
  nChanged 15
		SP:Iteration 38Q (3430.160000 sec): 3 clusters
  Score: Raw -1055876.471917 + Penalty 4404.908350 = -1051471.563567
  nChanged 9
		SP:Iteration 39Q (3430.180000 sec): 3 clusters
  Score: Raw -1055881.242364 + Penalty 4404.908350 = -1051476.334013
  nChanged 7
		SP:Iteration 40F (3430.210000 sec): 3 clusters
  Score: Raw -1055884.957370 + Penalty 4404.908350 = -1051480.049020
  nChanged 7
		SP:Iteration 41Q (3430.230000 sec): 3 clusters
  Score: Raw -1055889.177022 + Penalty 4404.908350 = -1051484.268671
  nChanged 5
		SP:Iteration 42Q (3430.250000 sec): 3 clusters
  Score: Raw -1055891.416644 + Penalty 4404.908350 = -1051486.508294
  nChanged 5
		SP:Iteration 43Q (3430.270000 sec): 3 clusters
  Score: Raw -1055893.811266 + Penalty 4404.908350 = -1051488.902916
  nChanged 2
		SP:Iteration 44Q (3430.290000 sec): 3 clusters
  Score: Raw -1055895.174641 + Penalty 4404.908350 = -1051490.266290
  nChanged 3
		SP:Iteration 45Q (3430.310000 sec): 3 clusters
  Score: Raw -1055897.038247 + Penalty 4404.908350 = -1051492.129897
  nChanged 1
		SP:Iteration 46Q (3430.330000 sec): 3 clusters
  Score: Raw -1055897.434763 + Penalty 4404.908350 = -1051492.526412
  nChanged 0
		SP:Iteration 47F (3430.360000 sec): 3 clusters
  Score: Raw -1055897.434763 + Penalty 4404.908350 = -1051492.526412
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (100206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3430.710000 sec): 2 clusters
  Score: Raw -14806760.866555 + Penalty 2855.715870 = -14803905.150685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3431.090000 sec): 3 clusters
  Score: Raw -14742802.265160 + Penalty 5711.431740 = -14737090.833421
  nChanged 47284
		SP:Iteration 1F (3431.470000 sec): 3 clusters
  Score: Raw -14770017.240153 + Penalty 5711.431740 = -14764305.808413
  nChanged 3817
		SP:Iteration 2Q (3431.860000 sec): 3 clusters
  Score: Raw -14771167.834244 + Penalty 5711.431740 = -14765456.402504
  nChanged 4323
		SP:Iteration 3Q (3432.250000 sec): 3 clusters
  Score: Raw -14772730.988510 + Penalty 5711.431740 = -14767019.556771
  nChanged 5047
		SP:Iteration 4F (3432.630000 sec): 3 clusters
  Score: Raw -14774994.577154 + Penalty 5711.431740 = -14769283.145414
  nChanged 5888
		SP:Iteration 5F (3433.010000 sec): 3 clusters
  Score: Raw -14778293.135373 + Penalty 5711.431740 = -14772581.703633
  nChanged 6757
		SP:Iteration 6F (3433.390000 sec): 3 clusters
  Score: Raw -14782831.697512 + Penalty 5711.431740 = -14777120.265772
  nChanged 7136
		SP:Iteration 7F (3433.770000 sec): 3 clusters
  Score: Raw -14788297.374774 + Penalty 5711.431740 = -14782585.943035
  nChanged 6793
		SP:Iteration 8F (3434.150000 sec): 3 clusters
  Score: Raw -14793926.440807 + Penalty 5711.431740 = -14788215.009067
  nChanged 5689
		SP:Iteration 9F (3434.530000 sec): 3 clusters
  Score: Raw -14798813.930895 + Penalty 5711.431740 = -14793102.499156
  nChanged 4091
		SP:Iteration 10Q (3434.900000 sec): 3 clusters
  Score: Raw -14802278.856748 + Penalty 5711.431740 = -14796567.425008
  nChanged 2650
		SP:Iteration 11Q (3435.250000 sec): 3 clusters
  Score: Raw -14804530.405349 + Penalty 5711.431740 = -14798818.973609
  nChanged 1489
		SP:Iteration 12Q (3435.580000 sec): 3 clusters
  Score: Raw -14805773.716297 + Penalty 5711.431740 = -14800062.284557
  nChanged 779
		SP:Iteration 13Q (3435.890000 sec): 3 clusters
  Score: Raw -14806415.243916 + Penalty 5711.431740 = -14800703.812176
  nChanged 426
		SP:Iteration 14Q (3436.180000 sec): 3 clusters
  Score: Raw -14806759.506101 + Penalty 5711.431740 = -14801048.074361
  nChanged 249
		SP:Iteration 15Q (3436.470000 sec): 3 clusters
  Score: Raw -14806958.905434 + Penalty 5711.431740 = -14801247.473694
  nChanged 156
		SP:Iteration 16Q (3436.750000 sec): 3 clusters
  Score: Raw -14807086.296260 + Penalty 5711.431740 = -14801374.864521
  nChanged 100
		SP:Iteration 17Q (3437.030000 sec): 3 clusters
  Score: Raw -14807148.723622 + Penalty 5711.431740 = -14801437.291883
  nChanged 62
		SP:Iteration 18Q (3437.300000 sec): 3 clusters
  Score: Raw -14807184.145263 + Penalty 5711.431740 = -14801472.713523
  nChanged 32
		SP:Iteration 19Q (3437.580000 sec): 3 clusters
  Score: Raw -14807203.967599 + Penalty 5711.431740 = -14801492.535859
  nChanged 31
		SP:Iteration 20F (3437.950000 sec): 3 clusters
  Score: Raw -14807224.356472 + Penalty 5711.431740 = -14801512.924732
  nChanged 23
		SP:Iteration 21Q (3438.230000 sec): 3 clusters
  Score: Raw -14807234.671948 + Penalty 5711.431740 = -14801523.240209
  nChanged 12
		SP:Iteration 22Q (3438.500000 sec): 3 clusters
  Score: Raw -14807240.704591 + Penalty 5711.431740 = -14801529.272851
  nChanged 5
		SP:Iteration 23Q (3438.780000 sec): 3 clusters
  Score: Raw -14807242.098777 + Penalty 5711.431740 = -14801530.667038
  nChanged 3
		SP:Iteration 24Q (3439.050000 sec): 3 clusters
  Score: Raw -14807243.059091 + Penalty 5711.431740 = -14801531.627352
  nChanged 0
		SP:Iteration 25F (3439.430000 sec): 3 clusters
  Score: Raw -14807243.059091 + Penalty 5711.431740 = -14801531.627352
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3439.480000 sec): 2 clusters
  Score: Raw -35204.480717 + Penalty 1371.298414 = -33833.182303
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3439.480000 sec): 3 clusters
  Score: Raw -35351.414236 + Penalty 2742.596827 = -32608.817408
  nChanged 30
		SP:Iteration 1F (3439.480000 sec): 3 clusters
  Score: Raw -35471.241305 + Penalty 2742.596827 = -32728.644478
  nChanged 2
		SP:Iteration 2Q (3439.480000 sec): 3 clusters
  Score: Raw -35478.018505 + Penalty 2742.596827 = -32735.421678
  nChanged 1
		SP:Iteration 3Q (3439.480000 sec): 3 clusters
  Score: Raw -35480.787657 + Penalty 2742.596827 = -32738.190830
  nChanged 1
		SP:Iteration 4Q (3439.490000 sec): 3 clusters
  Score: Raw -35486.990630 + Penalty 2742.596827 = -32744.393802
  nChanged 2
		SP:Iteration 5Q (3439.490000 sec): 3 clusters
  Score: Raw -35492.178707 + Penalty 2742.596827 = -32749.581880
  nChanged 0
		SP:Iteration 6F (3439.490000 sec): 3 clusters
  Score: Raw -35492.178707 + Penalty 2742.596827 = -32749.581880
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (259069 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3440.400000 sec): 2 clusters
  Score: Raw -38341964.255141 + Penalty 3091.282729 = -38338872.972412
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3441.390000 sec): 3 clusters
  Score: Raw -38171551.039248 + Penalty 6182.565458 = -38165368.473789
  nChanged 124639
		SP:Iteration 1F (3442.380000 sec): 3 clusters
  Score: Raw -38245687.859371 + Penalty 6182.565458 = -38239505.293913
  nChanged 7469
		SP:Iteration 2Q (3443.390000 sec): 3 clusters
  Score: Raw -38247353.716857 + Penalty 6182.565458 = -38241171.151398
  nChanged 8796
		SP:Iteration 3Q (3444.400000 sec): 3 clusters
  Score: Raw -38249828.007374 + Penalty 6182.565458 = -38243645.441916
  nChanged 10955
		SP:Iteration 4Q (3445.400000 sec): 3 clusters
  Score: Raw -38253955.754235 + Penalty 6182.565458 = -38247773.188777
  nChanged 14465
		SP:Iteration 5F (3446.390000 sec): 3 clusters
  Score: Raw -38261424.487339 + Penalty 6182.565458 = -38255241.921881
  nChanged 18833
		SP:Iteration 6F (3447.390000 sec): 3 clusters
  Score: Raw -38274233.455168 + Penalty 6182.565458 = -38268050.889709
  nChanged 22313
		SP:Iteration 7F (3448.390000 sec): 3 clusters
  Score: Raw -38293204.878013 + Penalty 6182.565458 = -38287022.312555
  nChanged 22080
		SP:Iteration 8F (3449.360000 sec): 3 clusters
  Score: Raw -38314631.746706 + Penalty 6182.565458 = -38308449.181247
  nChanged 16200
		SP:Iteration 9F (3450.350000 sec): 3 clusters
  Score: Raw -38330824.325912 + Penalty 6182.565458 = -38324641.760454
  nChanged 8095
		SP:Iteration 10Q (3451.310000 sec): 3 clusters
  Score: Raw -38338657.764812 + Penalty 6182.565458 = -38332475.199354
  nChanged 2782
		SP:Iteration 11Q (3452.170000 sec): 3 clusters
  Score: Raw -38341178.639629 + Penalty 6182.565458 = -38334996.074170
  nChanged 747
		SP:Iteration 12Q (3452.930000 sec): 3 clusters
  Score: Raw -38341883.167447 + Penalty 6182.565458 = -38335700.601988
  nChanged 173
		SP:Iteration 13Q (3453.640000 sec): 3 clusters
  Score: Raw -38342095.044085 + Penalty 6182.565458 = -38335912.478627
  nChanged 49
		SP:Iteration 14Q (3454.340000 sec): 3 clusters
  Score: Raw -38342181.962848 + Penalty 6182.565458 = -38335999.397390
  nChanged 40
		SP:Iteration 15Q (3455.030000 sec): 3 clusters
  Score: Raw -38342244.463673 + Penalty 6182.565458 = -38336061.898214
  nChanged 19
		SP:Iteration 16Q (3455.730000 sec): 3 clusters
  Score: Raw -38342276.528020 + Penalty 6182.565458 = -38336093.962561
  nChanged 14
		SP:Iteration 17Q (3456.410000 sec): 3 clusters
  Score: Raw -38342300.943641 + Penalty 6182.565458 = -38336118.378183
  nChanged 6
		SP:Iteration 18Q (3457.110000 sec): 3 clusters
  Score: Raw -38342311.201730 + Penalty 6182.565458 = -38336128.636272
  nChanged 0
		SP:Iteration 19F (3458.070000 sec): 3 clusters
  Score: Raw -38342311.201730 + Penalty 6182.565458 = -38336128.636272
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3458.190000 sec): 2 clusters
  Score: Raw -64181.902047 + Penalty 1533.668925 = -62648.233122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3458.190000 sec): 3 clusters
  Score: Raw -64212.122014 + Penalty 3067.337850 = -61144.784164
  nChanged 96
		SP:Iteration 1F (3458.190000 sec): 3 clusters
  Score: Raw -64459.386450 + Penalty 3067.337850 = -61392.048600
  nChanged 27
		SP:Iteration 2F (3458.190000 sec): 3 clusters
  Score: Raw -64548.755786 + Penalty 3067.337850 = -61481.417936
  nChanged 20
		SP:Iteration 3Q (3458.190000 sec): 3 clusters
  Score: Raw -64644.062148 + Penalty 3067.337850 = -61576.724298
  nChanged 15
		SP:Iteration 4Q (3458.190000 sec): 3 clusters
  Score: Raw -64841.685198 + Penalty 3067.337850 = -61774.347348
  nChanged 12
		SP:Iteration 5Q (3458.190000 sec): 3 clusters
  Score: Raw -64903.981397 + Penalty 3067.337850 = -61836.643547
  nChanged 12
		SP:Iteration 6Q (3458.200000 sec): 3 clusters
  Score: Raw -64940.179219 + Penalty 3067.337850 = -61872.841369
  nChanged 12
		SP:Iteration 7Q (3458.200000 sec): 3 clusters
  Score: Raw -64979.210629 + Penalty 3067.337850 = -61911.872779
  nChanged 4
		SP:Iteration 8Q (3458.200000 sec): 3 clusters
  Score: Raw -64989.143590 + Penalty 3067.337850 = -61921.805740
  nChanged 1
		SP:Iteration 9Q (3458.200000 sec): 3 clusters
  Score: Raw -64991.871353 + Penalty 3067.337850 = -61924.533503
  nChanged 1
		SP:Iteration 10Q (3458.200000 sec): 3 clusters
  Score: Raw -64995.345964 + Penalty 3067.337850 = -61928.008114
  nChanged 1
		SP:Iteration 11Q (3458.210000 sec): 3 clusters
  Score: Raw -65001.377335 + Penalty 3067.337850 = -61934.039485
  nChanged 0
		SP:Iteration 12F (3458.210000 sec): 3 clusters
  Score: Raw -65001.377335 + Penalty 3067.337850 = -61934.039485
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (7623 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3458.230000 sec): 2 clusters
  Score: Raw -1095036.858338 + Penalty 2216.853467 = -1092820.004871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3458.260000 sec): 3 clusters
  Score: Raw -1091083.361650 + Penalty 4433.706935 = -1086649.654715
  nChanged 3068
		SP:Iteration 1F (3458.290000 sec): 3 clusters
  Score: Raw -1092653.160822 + Penalty 4433.706935 = -1088219.453887
  nChanged 493
		SP:Iteration 2F (3458.320000 sec): 3 clusters
  Score: Raw -1092884.998440 + Penalty 4433.706935 = -1088451.291505
  nChanged 370
		SP:Iteration 3Q (3458.350000 sec): 3 clusters
  Score: Raw -1093044.105347 + Penalty 4433.706935 = -1088610.398412
  nChanged 297
		SP:Iteration 4Q (3458.370000 sec): 3 clusters
  Score: Raw -1093175.286506 + Penalty 4433.706935 = -1088741.579571
  nChanged 261
		SP:Iteration 5Q (3458.400000 sec): 3 clusters
  Score: Raw -1093283.645675 + Penalty 4433.706935 = -1088849.938740
  nChanged 233
		SP:Iteration 6Q (3458.430000 sec): 3 clusters
  Score: Raw -1093396.803364 + Penalty 4433.706935 = -1088963.096429
  nChanged 222
		SP:Iteration 7Q (3458.460000 sec): 3 clusters
  Score: Raw -1093522.026934 + Penalty 4433.706935 = -1089088.319999
  nChanged 213
		SP:Iteration 8Q (3458.490000 sec): 3 clusters
  Score: Raw -1093637.797108 + Penalty 4433.706935 = -1089204.090173
  nChanged 225
		SP:Iteration 9Q (3458.510000 sec): 3 clusters
  Score: Raw -1093746.647113 + Penalty 4433.706935 = -1089312.940178
  nChanged 223
		SP:Iteration 10Q (3458.540000 sec): 3 clusters
  Score: Raw -1093862.258612 + Penalty 4433.706935 = -1089428.551677
  nChanged 206
		SP:Iteration 11Q (3458.570000 sec): 3 clusters
  Score: Raw -1093968.213679 + Penalty 4433.706935 = -1089534.506744
  nChanged 193
		SP:Iteration 12Q (3458.590000 sec): 3 clusters
  Score: Raw -1094076.835790 + Penalty 4433.706935 = -1089643.128855
  nChanged 201
		SP:Iteration 13Q (3458.620000 sec): 3 clusters
  Score: Raw -1094199.140011 + Penalty 4433.706935 = -1089765.433076
  nChanged 212
		SP:Iteration 14Q (3458.650000 sec): 3 clusters
  Score: Raw -1094320.540874 + Penalty 4433.706935 = -1089886.833939
  nChanged 190
		SP:Iteration 15Q (3458.680000 sec): 3 clusters
  Score: Raw -1094416.083993 + Penalty 4433.706935 = -1089982.377058
  nChanged 173
		SP:Iteration 16Q (3458.710000 sec): 3 clusters
  Score: Raw -1094507.375071 + Penalty 4433.706935 = -1090073.668136
  nChanged 174
		SP:Iteration 17Q (3458.730000 sec): 3 clusters
  Score: Raw -1094607.358263 + Penalty 4433.706935 = -1090173.651328
  nChanged 165
		SP:Iteration 18Q (3458.760000 sec): 3 clusters
  Score: Raw -1094695.211520 + Penalty 4433.706935 = -1090261.504585
  nChanged 152
		SP:Iteration 19Q (3458.790000 sec): 3 clusters
  Score: Raw -1094773.687907 + Penalty 4433.706935 = -1090339.980972
  nChanged 141
		SP:Iteration 20F (3458.810000 sec): 3 clusters
  Score: Raw -1094845.467649 + Penalty 4433.706935 = -1090411.760714
  nChanged 140
		SP:Iteration 21Q (3458.840000 sec): 3 clusters
  Score: Raw -1094917.587972 + Penalty 4433.706935 = -1090483.881037
  nChanged 129
		SP:Iteration 22Q (3458.870000 sec): 3 clusters
  Score: Raw -1094999.587030 + Penalty 4433.706935 = -1090565.880095
  nChanged 124
		SP:Iteration 23Q (3458.890000 sec): 3 clusters
  Score: Raw -1095074.626475 + Penalty 4433.706935 = -1090640.919540
  nChanged 114
		SP:Iteration 24Q (3458.910000 sec): 3 clusters
  Score: Raw -1095148.226228 + Penalty 4433.706935 = -1090714.519293
  nChanged 103
		SP:Iteration 25Q (3458.940000 sec): 3 clusters
  Score: Raw -1095217.363022 + Penalty 4433.706935 = -1090783.656087
  nChanged 95
		SP:Iteration 26Q (3458.970000 sec): 3 clusters
  Score: Raw -1095273.684027 + Penalty 4433.706935 = -1090839.977092
  nChanged 87
		SP:Iteration 27Q (3458.990000 sec): 3 clusters
  Score: Raw -1095321.629760 + Penalty 4433.706935 = -1090887.922825
  nChanged 68
		SP:Iteration 28Q (3459.010000 sec): 3 clusters
  Score: Raw -1095362.880433 + Penalty 4433.706935 = -1090929.173498
  nChanged 59
		SP:Iteration 29Q (3459.040000 sec): 3 clusters
  Score: Raw -1095394.639291 + Penalty 4433.706935 = -1090960.932356
  nChanged 52
		SP:Iteration 30Q (3459.060000 sec): 3 clusters
  Score: Raw -1095423.496511 + Penalty 4433.706935 = -1090989.789576
  nChanged 42
		SP:Iteration 31Q (3459.090000 sec): 3 clusters
  Score: Raw -1095445.953432 + Penalty 4433.706935 = -1091012.246497
  nChanged 46
		SP:Iteration 32Q (3459.110000 sec): 3 clusters
  Score: Raw -1095465.919271 + Penalty 4433.706935 = -1091032.212336
  nChanged 33
		SP:Iteration 33Q (3459.130000 sec): 3 clusters
  Score: Raw -1095481.647949 + Penalty 4433.706935 = -1091047.941014
  nChanged 18
		SP:Iteration 34Q (3459.160000 sec): 3 clusters
  Score: Raw -1095489.509002 + Penalty 4433.706935 = -1091055.802067
  nChanged 12
		SP:Iteration 35Q (3459.180000 sec): 3 clusters
  Score: Raw -1095493.586073 + Penalty 4433.706935 = -1091059.879138
  nChanged 9
		SP:Iteration 36Q (3459.210000 sec): 3 clusters
  Score: Raw -1095496.419432 + Penalty 4433.706935 = -1091062.712497
  nChanged 4
		SP:Iteration 37Q (3459.230000 sec): 3 clusters
  Score: Raw -1095497.568932 + Penalty 4433.706935 = -1091063.861997
  nChanged 6
		SP:Iteration 38Q (3459.250000 sec): 3 clusters
  Score: Raw -1095499.443942 + Penalty 4433.706935 = -1091065.737007
  nChanged 5
		SP:Iteration 39Q (3459.270000 sec): 3 clusters
  Score: Raw -1095501.225649 + Penalty 4433.706935 = -1091067.518714
  nChanged 3
		SP:Iteration 40F (3459.300000 sec): 3 clusters
  Score: Raw -1095502.163123 + Penalty 4433.706935 = -1091068.456188
  nChanged 2
		SP:Iteration 41Q (3459.330000 sec): 3 clusters
  Score: Raw -1095503.134001 + Penalty 4433.706935 = -1091069.427066
  nChanged 3
		SP:Iteration 42Q (3459.350000 sec): 3 clusters
  Score: Raw -1095503.907870 + Penalty 4433.706935 = -1091070.200935
  nChanged 6
		SP:Iteration 43Q (3459.370000 sec): 3 clusters
  Score: Raw -1095505.316678 + Penalty 4433.706935 = -1091071.609743
  nChanged 4
		SP:Iteration 44Q (3459.390000 sec): 3 clusters
  Score: Raw -1095506.749495 + Penalty 4433.706935 = -1091073.042560
  nChanged 3
		SP:Iteration 45Q (3459.420000 sec): 3 clusters
  Score: Raw -1095507.371776 + Penalty 4433.706935 = -1091073.664841
  nChanged 2
		SP:Iteration 46Q (3459.440000 sec): 3 clusters
  Score: Raw -1095507.980855 + Penalty 4433.706935 = -1091074.273921
  nChanged 4
		SP:Iteration 47Q (3459.470000 sec): 3 clusters
  Score: Raw -1095509.277168 + Penalty 4433.706935 = -1091075.570233
  nChanged 2
		SP:Iteration 48Q (3459.490000 sec): 3 clusters
  Score: Raw -1095510.141238 + Penalty 4433.706935 = -1091076.434303
  nChanged 3
		SP:Iteration 49Q (3459.510000 sec): 3 clusters
  Score: Raw -1095511.673465 + Penalty 4433.706935 = -1091077.966530
  nChanged 0
		SP:Iteration 50F (3459.540000 sec): 3 clusters
  Score: Raw -1095511.673465 + Penalty 4433.706935 = -1091077.966530
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3459.550000 sec): 2 clusters
  Score: Raw -44434.578259 + Penalty 1441.904372 = -42992.673887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3459.550000 sec): 3 clusters
  Score: Raw -44545.800123 + Penalty 2883.808744 = -41661.991379
  nChanged 39
		SP:Iteration 1F (3459.550000 sec): 3 clusters
  Score: Raw -44657.974941 + Penalty 2883.808744 = -41774.166197
  nChanged 12
		SP:Iteration 2Q (3459.550000 sec): 3 clusters
  Score: Raw -44696.670837 + Penalty 2883.808744 = -41812.862093
  nChanged 9
		SP:Iteration 3Q (3459.550000 sec): 3 clusters
  Score: Raw -44724.804642 + Penalty 2883.808744 = -41840.995899
  nChanged 3
		SP:Iteration 4Q (3459.550000 sec): 3 clusters
  Score: Raw -44737.438046 + Penalty 2883.808744 = -41853.629302
  nChanged 3
		SP:Iteration 5Q (3459.550000 sec): 3 clusters
  Score: Raw -44757.421343 + Penalty 2883.808744 = -41873.612599
  nChanged 0
		SP:Iteration 6F (3459.550000 sec): 3 clusters
  Score: Raw -44757.421343 + Penalty 2883.808744 = -41873.612599
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3459.570000 sec): 2 clusters
  Score: Raw -280893.419903 + Penalty 1887.614234 = -279005.805669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3459.570000 sec): 3 clusters
  Score: Raw -280273.189042 + Penalty 3775.228468 = -276497.960574
  nChanged 695
		SP:Iteration 1F (3459.580000 sec): 3 clusters
  Score: Raw -281051.548614 + Penalty 3775.228468 = -277276.320146
  nChanged 211
		SP:Iteration 2F (3459.590000 sec): 3 clusters
  Score: Raw -281341.029417 + Penalty 3775.228468 = -277565.800949
  nChanged 164
		SP:Iteration 3F (3459.590000 sec): 3 clusters
  Score: Raw -281606.525333 + Penalty 3775.228468 = -277831.296865
  nChanged 156
		SP:Iteration 4F (3459.600000 sec): 3 clusters
  Score: Raw -281936.590811 + Penalty 3775.228468 = -278161.362343
  nChanged 129
		SP:Iteration 5F (3459.610000 sec): 3 clusters
  Score: Raw -282295.757203 + Penalty 3775.228468 = -278520.528736
  nChanged 111
		SP:Iteration 6F (3459.620000 sec): 3 clusters
  Score: Raw -282544.237282 + Penalty 3775.228468 = -278769.008814
  nChanged 65
		SP:Iteration 7Q (3459.620000 sec): 3 clusters
  Score: Raw -282643.375633 + Penalty 3775.228468 = -278868.147165
  nChanged 31
		SP:Iteration 8Q (3459.630000 sec): 3 clusters
  Score: Raw -282700.735785 + Penalty 3775.228468 = -278925.507317
  nChanged 14
		SP:Iteration 9Q (3459.630000 sec): 3 clusters
  Score: Raw -282722.161589 + Penalty 3775.228468 = -278946.933121
  nChanged 10
		SP:Iteration 10Q (3459.640000 sec): 3 clusters
  Score: Raw -282737.023885 + Penalty 3775.228468 = -278961.795417
  nChanged 6
		SP:Iteration 11Q (3459.650000 sec): 3 clusters
  Score: Raw -282742.185930 + Penalty 3775.228468 = -278966.957462
  nChanged 1
		SP:Iteration 12Q (3459.650000 sec): 3 clusters
  Score: Raw -282742.719717 + Penalty 3775.228468 = -278967.491249
  nChanged 0
		SP:Iteration 13F (3459.660000 sec): 3 clusters
  Score: Raw -282742.719717 + Penalty 3775.228468 = -278967.491249
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (20286 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3459.730000 sec): 2 clusters
  Score: Raw -2847607.670455 + Penalty 2459.586195 = -2845148.084259
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3459.810000 sec): 3 clusters
  Score: Raw -2835704.800548 + Penalty 4919.172391 = -2830785.628157
  nChanged 8968
		SP:Iteration 1F (3459.880000 sec): 3 clusters
  Score: Raw -2840434.307360 + Penalty 4919.172391 = -2835515.134969
  nChanged 1085
		SP:Iteration 2F (3459.950000 sec): 3 clusters
  Score: Raw -2840845.983438 + Penalty 4919.172391 = -2835926.811047
  nChanged 1004
		SP:Iteration 3Q (3460.030000 sec): 3 clusters
  Score: Raw -2841229.019100 + Penalty 4919.172391 = -2836309.846709
  nChanged 917
		SP:Iteration 4Q (3460.110000 sec): 3 clusters
  Score: Raw -2841601.417916 + Penalty 4919.172391 = -2836682.245525
  nChanged 916
		SP:Iteration 5Q (3460.180000 sec): 3 clusters
  Score: Raw -2842000.974492 + Penalty 4919.172391 = -2837081.802101
  nChanged 941
		SP:Iteration 6Q (3460.250000 sec): 3 clusters
  Score: Raw -2842452.239270 + Penalty 4919.172391 = -2837533.066880
  nChanged 1037
		SP:Iteration 7F (3460.330000 sec): 3 clusters
  Score: Raw -2843066.730366 + Penalty 4919.172391 = -2838147.557975
  nChanged 1164
		SP:Iteration 8F (3460.400000 sec): 3 clusters
  Score: Raw -2843908.277637 + Penalty 4919.172391 = -2838989.105246
  nChanged 1200
		SP:Iteration 9F (3460.470000 sec): 3 clusters
  Score: Raw -2844898.850829 + Penalty 4919.172391 = -2839979.678438
  nChanged 1075
		SP:Iteration 10F (3460.550000 sec): 3 clusters
  Score: Raw -2845904.051436 + Penalty 4919.172391 = -2840984.879045
  nChanged 876
		SP:Iteration 11Q (3460.620000 sec): 3 clusters
  Score: Raw -2846734.382307 + Penalty 4919.172391 = -2841815.209916
  nChanged 610
		SP:Iteration 12Q (3460.690000 sec): 3 clusters
  Score: Raw -2847242.730663 + Penalty 4919.172391 = -2842323.558272
  nChanged 450
		SP:Iteration 13Q (3460.750000 sec): 3 clusters
  Score: Raw -2847576.189221 + Penalty 4919.172391 = -2842657.016830
  nChanged 315
		SP:Iteration 14Q (3460.820000 sec): 3 clusters
  Score: Raw -2847782.101497 + Penalty 4919.172391 = -2842862.929106
  nChanged 237
		SP:Iteration 15Q (3460.880000 sec): 3 clusters
  Score: Raw -2847909.711947 + Penalty 4919.172391 = -2842990.539557
  nChanged 173
		SP:Iteration 16Q (3460.940000 sec): 3 clusters
  Score: Raw -2848001.507147 + Penalty 4919.172391 = -2843082.334756
  nChanged 118
		SP:Iteration 17Q (3461.000000 sec): 3 clusters
  Score: Raw -2848055.875234 + Penalty 4919.172391 = -2843136.702843
  nChanged 97
		SP:Iteration 18Q (3461.060000 sec): 3 clusters
  Score: Raw -2848101.181776 + Penalty 4919.172391 = -2843182.009385
  nChanged 92
		SP:Iteration 19Q (3461.120000 sec): 3 clusters
  Score: Raw -2848144.001188 + Penalty 4919.172391 = -2843224.828798
  nChanged 68
		SP:Iteration 20F (3461.190000 sec): 3 clusters
  Score: Raw -2848168.801452 + Penalty 4919.172391 = -2843249.629061
  nChanged 43
		SP:Iteration 21Q (3461.240000 sec): 3 clusters
  Score: Raw -2848185.917689 + Penalty 4919.172391 = -2843266.745298
  nChanged 44
		SP:Iteration 22Q (3461.300000 sec): 3 clusters
  Score: Raw -2848201.459875 + Penalty 4919.172391 = -2843282.287484
  nChanged 36
		SP:Iteration 23Q (3461.360000 sec): 3 clusters
  Score: Raw -2848213.502978 + Penalty 4919.172391 = -2843294.330587
  nChanged 32
		SP:Iteration 24Q (3461.420000 sec): 3 clusters
  Score: Raw -2848221.974016 + Penalty 4919.172391 = -2843302.801625
  nChanged 19
		SP:Iteration 25Q (3461.480000 sec): 3 clusters
  Score: Raw -2848227.490886 + Penalty 4919.172391 = -2843308.318495
  nChanged 11
		SP:Iteration 26Q (3461.540000 sec): 3 clusters
  Score: Raw -2848229.821694 + Penalty 4919.172391 = -2843310.649303
  nChanged 11
		SP:Iteration 27Q (3461.600000 sec): 3 clusters
  Score: Raw -2848233.180209 + Penalty 4919.172391 = -2843314.007818
  nChanged 10
		SP:Iteration 28Q (3461.650000 sec): 3 clusters
  Score: Raw -2848235.957827 + Penalty 4919.172391 = -2843316.785436
  nChanged 9
		SP:Iteration 29Q (3461.710000 sec): 3 clusters
  Score: Raw -2848238.576707 + Penalty 4919.172391 = -2843319.404317
  nChanged 7
		SP:Iteration 30Q (3461.760000 sec): 3 clusters
  Score: Raw -2848240.413500 + Penalty 4919.172391 = -2843321.241109
  nChanged 10
		SP:Iteration 31Q (3461.820000 sec): 3 clusters
  Score: Raw -2848243.624290 + Penalty 4919.172391 = -2843324.451899
  nChanged 10
		SP:Iteration 32Q (3461.880000 sec): 3 clusters
  Score: Raw -2848247.678036 + Penalty 4919.172391 = -2843328.505645
  nChanged 10
		SP:Iteration 33Q (3461.930000 sec): 3 clusters
  Score: Raw -2848250.539421 + Penalty 4919.172391 = -2843331.367031
  nChanged 7
		SP:Iteration 34Q (3461.990000 sec): 3 clusters
  Score: Raw -2848252.525477 + Penalty 4919.172391 = -2843333.353086
  nChanged 8
		SP:Iteration 35Q (3462.040000 sec): 3 clusters
  Score: Raw -2848254.793428 + Penalty 4919.172391 = -2843335.621037
  nChanged 6
		SP:Iteration 36Q (3462.100000 sec): 3 clusters
  Score: Raw -2848255.947434 + Penalty 4919.172391 = -2843336.775043
  nChanged 1
		SP:Iteration 37Q (3462.160000 sec): 3 clusters
  Score: Raw -2848256.570905 + Penalty 4919.172391 = -2843337.398514
  nChanged 2
		SP:Iteration 38Q (3462.210000 sec): 3 clusters
  Score: Raw -2848257.371298 + Penalty 4919.172391 = -2843338.198907
  nChanged 5
		SP:Iteration 39Q (3462.270000 sec): 3 clusters
  Score: Raw -2848259.000579 + Penalty 4919.172391 = -2843339.828188
  nChanged 4
		SP:Iteration 40F (3462.340000 sec): 3 clusters
  Score: Raw -2848260.129223 + Penalty 4919.172391 = -2843340.956832
  nChanged 5
		SP:Iteration 41Q (3462.400000 sec): 3 clusters
  Score: Raw -2848260.918067 + Penalty 4919.172391 = -2843341.745676
  nChanged 4
		SP:Iteration 42Q (3462.450000 sec): 3 clusters
  Score: Raw -2848262.038612 + Penalty 4919.172391 = -2843342.866221
  nChanged 4
		SP:Iteration 43Q (3462.510000 sec): 3 clusters
  Score: Raw -2848262.793116 + Penalty 4919.172391 = -2843343.620726
  nChanged 2
		SP:Iteration 44Q (3462.560000 sec): 3 clusters
  Score: Raw -2848263.358408 + Penalty 4919.172391 = -2843344.186017
  nChanged 3
		SP:Iteration 45Q (3462.620000 sec): 3 clusters
  Score: Raw -2848264.396996 + Penalty 4919.172391 = -2843345.224605
  nChanged 2
		SP:Iteration 46Q (3462.680000 sec): 3 clusters
  Score: Raw -2848264.770359 + Penalty 4919.172391 = -2843345.597968
  nChanged 1
		SP:Iteration 47Q (3462.730000 sec): 3 clusters
  Score: Raw -2848264.876493 + Penalty 4919.172391 = -2843345.704102
  nChanged 1
		SP:Iteration 48Q (3462.790000 sec): 3 clusters
  Score: Raw -2848265.025696 + Penalty 4919.172391 = -2843345.853305
  nChanged 2
		SP:Iteration 49Q (3462.840000 sec): 3 clusters
  Score: Raw -2848265.593026 + Penalty 4919.172391 = -2843346.420635
  nChanged 0
		SP:Iteration 50F (3462.920000 sec): 3 clusters
  Score: Raw -2848265.593026 + Penalty 4919.172391 = -2843346.420635
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (42690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3463.060000 sec): 2 clusters
  Score: Raw -6589858.845337 + Penalty 2644.106555 = -6587214.738782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3463.220000 sec): 3 clusters
  Score: Raw -6563614.668897 + Penalty 5288.213110 = -6558326.455787
  nChanged 19582
		SP:Iteration 1F (3463.380000 sec): 3 clusters
  Score: Raw -6574580.922066 + Penalty 5288.213110 = -6569292.708956
  nChanged 2039
		SP:Iteration 2Q (3463.540000 sec): 3 clusters
  Score: Raw -6575323.829886 + Penalty 5288.213110 = -6570035.616776
  nChanged 2165
		SP:Iteration 3F (3463.700000 sec): 3 clusters
  Score: Raw -6576281.423813 + Penalty 5288.213110 = -6570993.210703
  nChanged 2469
		SP:Iteration 4F (3463.860000 sec): 3 clusters
  Score: Raw -6577594.920121 + Penalty 5288.213110 = -6572306.707011
  nChanged 2731
		SP:Iteration 5F (3464.020000 sec): 3 clusters
  Score: Raw -6579319.955265 + Penalty 5288.213110 = -6574031.742155
  nChanged 2890
		SP:Iteration 6F (3464.180000 sec): 3 clusters
  Score: Raw -6581324.157340 + Penalty 5288.213110 = -6576035.944230
  nChanged 2726
		SP:Iteration 7F (3464.340000 sec): 3 clusters
  Score: Raw -6583246.537168 + Penalty 5288.213110 = -6577958.324058
  nChanged 2339
		SP:Iteration 8F (3464.500000 sec): 3 clusters
  Score: Raw -6584885.453790 + Penalty 5288.213110 = -6579597.240680
  nChanged 1909
		SP:Iteration 9Q (3464.660000 sec): 3 clusters
  Score: Raw -6586188.517243 + Penalty 5288.213110 = -6580900.304133
  nChanged 1483
		SP:Iteration 10Q (3464.820000 sec): 3 clusters
  Score: Raw -6587157.101361 + Penalty 5288.213110 = -6581868.888251
  nChanged 1123
		SP:Iteration 11Q (3464.970000 sec): 3 clusters
  Score: Raw -6587865.701249 + Penalty 5288.213110 = -6582577.488139
  nChanged 861
		SP:Iteration 12Q (3465.120000 sec): 3 clusters
  Score: Raw -6588431.710850 + Penalty 5288.213110 = -6583143.497740
  nChanged 649
		SP:Iteration 13Q (3465.260000 sec): 3 clusters
  Score: Raw -6588840.664065 + Penalty 5288.213110 = -6583552.450955
  nChanged 486
		SP:Iteration 14Q (3465.400000 sec): 3 clusters
  Score: Raw -6589142.779975 + Penalty 5288.213110 = -6583854.566865
  nChanged 374
		SP:Iteration 15Q (3465.540000 sec): 3 clusters
  Score: Raw -6589381.503500 + Penalty 5288.213110 = -6584093.290390
  nChanged 292
		SP:Iteration 16Q (3465.670000 sec): 3 clusters
  Score: Raw -6589568.560294 + Penalty 5288.213110 = -6584280.347184
  nChanged 228
		SP:Iteration 17Q (3465.800000 sec): 3 clusters
  Score: Raw -6589726.691677 + Penalty 5288.213110 = -6584438.478567
  nChanged 192
		SP:Iteration 18Q (3465.920000 sec): 3 clusters
  Score: Raw -6589870.824825 + Penalty 5288.213110 = -6584582.611715
  nChanged 150
		SP:Iteration 19Q (3466.040000 sec): 3 clusters
  Score: Raw -6589990.282461 + Penalty 5288.213110 = -6584702.069351
  nChanged 131
		SP:Iteration 20F (3466.200000 sec): 3 clusters
  Score: Raw -6590080.491181 + Penalty 5288.213110 = -6584792.278071
  nChanged 121
		SP:Iteration 21Q (3466.320000 sec): 3 clusters
  Score: Raw -6590150.495850 + Penalty 5288.213110 = -6584862.282740
  nChanged 92
		SP:Iteration 22Q (3466.440000 sec): 3 clusters
  Score: Raw -6590191.809690 + Penalty 5288.213110 = -6584903.596581
  nChanged 61
		SP:Iteration 23Q (3466.550000 sec): 3 clusters
  Score: Raw -6590218.280867 + Penalty 5288.213110 = -6584930.067757
  nChanged 39
		SP:Iteration 24Q (3466.670000 sec): 3 clusters
  Score: Raw -6590235.493018 + Penalty 5288.213110 = -6584947.279908
  nChanged 47
		SP:Iteration 25Q (3466.790000 sec): 3 clusters
  Score: Raw -6590254.617614 + Penalty 5288.213110 = -6584966.404504
  nChanged 48
		SP:Iteration 26Q (3466.910000 sec): 3 clusters
  Score: Raw -6590274.160029 + Penalty 5288.213110 = -6584985.946919
  nChanged 41
		SP:Iteration 27Q (3467.020000 sec): 3 clusters
  Score: Raw -6590288.795168 + Penalty 5288.213110 = -6585000.582058
  nChanged 37
		SP:Iteration 28Q (3467.140000 sec): 3 clusters
  Score: Raw -6590301.148040 + Penalty 5288.213110 = -6585012.934930
  nChanged 28
		SP:Iteration 29Q (3467.250000 sec): 3 clusters
  Score: Raw -6590309.144645 + Penalty 5288.213110 = -6585020.931535
  nChanged 15
		SP:Iteration 30Q (3467.370000 sec): 3 clusters
  Score: Raw -6590313.490989 + Penalty 5288.213110 = -6585025.277879
  nChanged 21
		SP:Iteration 31Q (3467.480000 sec): 3 clusters
  Score: Raw -6590320.087186 + Penalty 5288.213110 = -6585031.874076
  nChanged 19
		SP:Iteration 32Q (3467.600000 sec): 3 clusters
  Score: Raw -6590326.593304 + Penalty 5288.213110 = -6585038.380194
  nChanged 15
		SP:Iteration 33Q (3467.710000 sec): 3 clusters
  Score: Raw -6590331.901237 + Penalty 5288.213110 = -6585043.688127
  nChanged 15
		SP:Iteration 34Q (3467.820000 sec): 3 clusters
  Score: Raw -6590337.243546 + Penalty 5288.213110 = -6585049.030436
  nChanged 17
		SP:Iteration 35Q (3467.940000 sec): 3 clusters
  Score: Raw -6590342.683830 + Penalty 5288.213110 = -6585054.470720
  nChanged 10
		SP:Iteration 36Q (3468.060000 sec): 3 clusters
  Score: Raw -6590346.060257 + Penalty 5288.213110 = -6585057.847147
  nChanged 9
		SP:Iteration 37Q (3468.170000 sec): 3 clusters
  Score: Raw -6590348.743241 + Penalty 5288.213110 = -6585060.530131
  nChanged 8
		SP:Iteration 38Q (3468.290000 sec): 3 clusters
  Score: Raw -6590351.301937 + Penalty 5288.213110 = -6585063.088827
  nChanged 15
		SP:Iteration 39Q (3468.400000 sec): 3 clusters
  Score: Raw -6590355.866656 + Penalty 5288.213110 = -6585067.653546
  nChanged 12
		SP:Iteration 40F (3468.560000 sec): 3 clusters
  Score: Raw -6590359.556543 + Penalty 5288.213110 = -6585071.343433
  nChanged 9
		SP:Iteration 41Q (3468.680000 sec): 3 clusters
  Score: Raw -6590361.453076 + Penalty 5288.213110 = -6585073.239966
  nChanged 6
		SP:Iteration 42Q (3468.800000 sec): 3 clusters
  Score: Raw -6590363.298086 + Penalty 5288.213110 = -6585075.084976
  nChanged 8
		SP:Iteration 43Q (3468.910000 sec): 3 clusters
  Score: Raw -6590364.831174 + Penalty 5288.213110 = -6585076.618064
  nChanged 5
		SP:Iteration 44Q (3469.020000 sec): 3 clusters
  Score: Raw -6590365.930304 + Penalty 5288.213110 = -6585077.717194
  nChanged 0
		SP:Iteration 45F (3469.180000 sec): 3 clusters
  Score: Raw -6590365.930304 + Penalty 5288.213110 = -6585077.717194
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3469.590000 sec): 2 clusters
  Score: Raw -17411050.269702 + Penalty 2899.317274 = -17408150.952427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3470.050000 sec): 3 clusters
  Score: Raw -17333898.377399 + Penalty 5798.634549 = -17328099.742850
  nChanged 56735
		SP:Iteration 1F (3470.500000 sec): 3 clusters
  Score: Raw -17367072.007229 + Penalty 5798.634549 = -17361273.372681
  nChanged 4683
		SP:Iteration 2Q (3470.970000 sec): 3 clusters
  Score: Raw -17368593.769219 + Penalty 5798.634549 = -17362795.134670
  nChanged 5614
		SP:Iteration 3Q (3471.440000 sec): 3 clusters
  Score: Raw -17370953.855832 + Penalty 5798.634549 = -17365155.221283
  nChanged 6997
		SP:Iteration 4F (3471.890000 sec): 3 clusters
  Score: Raw -17374761.266317 + Penalty 5798.634549 = -17368962.631768
  nChanged 8333
		SP:Iteration 5F (3472.340000 sec): 3 clusters
  Score: Raw -17380197.219043 + Penalty 5798.634549 = -17374398.584494
  nChanged 8614
		SP:Iteration 6F (3472.800000 sec): 3 clusters
  Score: Raw -17386364.021792 + Penalty 5798.634549 = -17380565.387244
  nChanged 7966
		SP:Iteration 7F (3473.250000 sec): 3 clusters
  Score: Raw -17392318.959060 + Penalty 5798.634549 = -17386520.324511
  nChanged 6407
		SP:Iteration 8F (3473.700000 sec): 3 clusters
  Score: Raw -17397276.689867 + Penalty 5798.634549 = -17391478.055318
  nChanged 4836
		SP:Iteration 9Q (3474.160000 sec): 3 clusters
  Score: Raw -17401126.293284 + Penalty 5798.634549 = -17395327.658735
  nChanged 3641
		SP:Iteration 10Q (3474.600000 sec): 3 clusters
  Score: Raw -17404008.757891 + Penalty 5798.634549 = -17398210.123342
  nChanged 2665
		SP:Iteration 11Q (3475.010000 sec): 3 clusters
  Score: Raw -17405883.534940 + Penalty 5798.634549 = -17400084.900391
  nChanged 1909
		SP:Iteration 12Q (3475.400000 sec): 3 clusters
  Score: Raw -17407005.917375 + Penalty 5798.634549 = -17401207.282826
  nChanged 1428
		SP:Iteration 13Q (3475.780000 sec): 3 clusters
  Score: Raw -17407738.434907 + Penalty 5798.634549 = -17401939.800358
  nChanged 1134
		SP:Iteration 14Q (3476.150000 sec): 3 clusters
  Score: Raw -17408247.122844 + Penalty 5798.634549 = -17402448.488295
  nChanged 991
		SP:Iteration 15Q (3476.510000 sec): 3 clusters
  Score: Raw -17408663.206100 + Penalty 5798.634549 = -17402864.571551
  nChanged 909
		SP:Iteration 16Q (3476.870000 sec): 3 clusters
  Score: Raw -17409023.846073 + Penalty 5798.634549 = -17403225.211524
  nChanged 758
		SP:Iteration 17Q (3477.220000 sec): 3 clusters
  Score: Raw -17409301.716267 + Penalty 5798.634549 = -17403503.081718
  nChanged 683
		SP:Iteration 18Q (3477.570000 sec): 3 clusters
  Score: Raw -17409547.248466 + Penalty 5798.634549 = -17403748.613917
  nChanged 600
		SP:Iteration 19Q (3477.920000 sec): 3 clusters
  Score: Raw -17409757.259738 + Penalty 5798.634549 = -17403958.625189
  nChanged 531
		SP:Iteration 20F (3478.380000 sec): 3 clusters
  Score: Raw -17409942.738546 + Penalty 5798.634549 = -17404144.103997
  nChanged 481
		SP:Iteration 21Q (3478.720000 sec): 3 clusters
  Score: Raw -17410098.193684 + Penalty 5798.634549 = -17404299.559135
  nChanged 440
		SP:Iteration 22Q (3479.060000 sec): 3 clusters
  Score: Raw -17410240.247323 + Penalty 5798.634549 = -17404441.612774
  nChanged 392
		SP:Iteration 23Q (3479.400000 sec): 3 clusters
  Score: Raw -17410363.814043 + Penalty 5798.634549 = -17404565.179494
  nChanged 331
		SP:Iteration 24Q (3479.740000 sec): 3 clusters
  Score: Raw -17410470.209577 + Penalty 5798.634549 = -17404671.575028
  nChanged 276
		SP:Iteration 25Q (3480.070000 sec): 3 clusters
  Score: Raw -17410554.378128 + Penalty 5798.634549 = -17404755.743579
  nChanged 239
		SP:Iteration 26Q (3480.410000 sec): 3 clusters
  Score: Raw -17410630.789098 + Penalty 5798.634549 = -17404832.154549
  nChanged 239
		SP:Iteration 27Q (3480.740000 sec): 3 clusters
  Score: Raw -17410712.402628 + Penalty 5798.634549 = -17404913.768079
  nChanged 227
		SP:Iteration 28Q (3481.080000 sec): 3 clusters
  Score: Raw -17410786.923625 + Penalty 5798.634549 = -17404988.289076
  nChanged 205
		SP:Iteration 29Q (3481.410000 sec): 3 clusters
  Score: Raw -17410853.626513 + Penalty 5798.634549 = -17405054.991964
  nChanged 176
		SP:Iteration 30Q (3481.740000 sec): 3 clusters
  Score: Raw -17410913.882839 + Penalty 5798.634549 = -17405115.248290
  nChanged 174
		SP:Iteration 31Q (3482.070000 sec): 3 clusters
  Score: Raw -17410972.728104 + Penalty 5798.634549 = -17405174.093555
  nChanged 154
		SP:Iteration 32Q (3482.400000 sec): 3 clusters
  Score: Raw -17411028.350606 + Penalty 5798.634549 = -17405229.716057
  nChanged 138
		SP:Iteration 33Q (3482.730000 sec): 3 clusters
  Score: Raw -17411081.412546 + Penalty 5798.634549 = -17405282.777998
  nChanged 107
		SP:Iteration 34Q (3483.050000 sec): 3 clusters
  Score: Raw -17411117.664073 + Penalty 5798.634549 = -17405319.029524
  nChanged 83
		SP:Iteration 35Q (3483.380000 sec): 3 clusters
  Score: Raw -17411146.115638 + Penalty 5798.634549 = -17405347.481089
  nChanged 77
		SP:Iteration 36Q (3483.710000 sec): 3 clusters
  Score: Raw -17411172.602702 + Penalty 5798.634549 = -17405373.968153
  nChanged 59
		SP:Iteration 37Q (3484.030000 sec): 3 clusters
  Score: Raw -17411195.447847 + Penalty 5798.634549 = -17405396.813298
  nChanged 64
		SP:Iteration 38Q (3484.350000 sec): 3 clusters
  Score: Raw -17411219.536356 + Penalty 5798.634549 = -17405420.901807
  nChanged 64
		SP:Iteration 39Q (3484.680000 sec): 3 clusters
  Score: Raw -17411247.606792 + Penalty 5798.634549 = -17405448.972243
  nChanged 59
		SP:Iteration 40F (3485.130000 sec): 3 clusters
  Score: Raw -17411272.748860 + Penalty 5798.634549 = -17405474.114311
  nChanged 52
		SP:Iteration 41Q (3485.450000 sec): 3 clusters
  Score: Raw -17411293.870158 + Penalty 5798.634549 = -17405495.235609
  nChanged 59
		SP:Iteration 42Q (3485.780000 sec): 3 clusters
  Score: Raw -17411316.327696 + Penalty 5798.634549 = -17405517.693147
  nChanged 48
		SP:Iteration 43Q (3486.100000 sec): 3 clusters
  Score: Raw -17411334.371430 + Penalty 5798.634549 = -17405535.736881
  nChanged 46
		SP:Iteration 44Q (3486.430000 sec): 3 clusters
  Score: Raw -17411351.982111 + Penalty 5798.634549 = -17405553.347562
  nChanged 45
		SP:Iteration 45Q (3486.750000 sec): 3 clusters
  Score: Raw -17411371.364482 + Penalty 5798.634549 = -17405572.729933
  nChanged 54
		SP:Iteration 46Q (3487.070000 sec): 3 clusters
  Score: Raw -17411398.216691 + Penalty 5798.634549 = -17405599.582142
  nChanged 40
		SP:Iteration 47Q (3487.400000 sec): 3 clusters
  Score: Raw -17411416.682353 + Penalty 5798.634549 = -17405618.047804
  nChanged 37
		SP:Iteration 48Q (3487.720000 sec): 3 clusters
  Score: Raw -17411434.324261 + Penalty 5798.634549 = -17405635.689712
  nChanged 35
		SP:Iteration 49Q (3488.040000 sec): 3 clusters
  Score: Raw -17411450.569817 + Penalty 5798.634549 = -17405651.935268
  nChanged 25
		SP:Iteration 50Q (3488.370000 sec): 3 clusters
  Score: Raw -17411460.396516 + Penalty 5798.634549 = -17405661.761967
  nChanged 19
		SP:Iteration 51Q (3488.690000 sec): 3 clusters
  Score: Raw -17411467.258277 + Penalty 5798.634549 = -17405668.623728
  nChanged 17
		SP:Iteration 52Q (3489.010000 sec): 3 clusters
  Score: Raw -17411475.169441 + Penalty 5798.634549 = -17405676.534892
  nChanged 16
		SP:Iteration 53Q (3489.330000 sec): 3 clusters
  Score: Raw -17411481.001505 + Penalty 5798.634549 = -17405682.366956
  nChanged 12
		SP:Iteration 54Q (3489.650000 sec): 3 clusters
  Score: Raw -17411485.864187 + Penalty 5798.634549 = -17405687.229638
  nChanged 10
		SP:Iteration 55Q (3489.970000 sec): 3 clusters
  Score: Raw -17411489.606670 + Penalty 5798.634549 = -17405690.972121
  nChanged 9
		SP:Iteration 56Q (3490.290000 sec): 3 clusters
  Score: Raw -17411494.121284 + Penalty 5798.634549 = -17405695.486735
  nChanged 8
		SP:Iteration 57Q (3490.620000 sec): 3 clusters
  Score: Raw -17411496.229835 + Penalty 5798.634549 = -17405697.595286
  nChanged 4
		SP:Iteration 58Q (3490.940000 sec): 3 clusters
  Score: Raw -17411497.390591 + Penalty 5798.634549 = -17405698.756043
  nChanged 3
		SP:Iteration 59Q (3491.260000 sec): 3 clusters
  Score: Raw -17411498.987551 + Penalty 5798.634549 = -17405700.353002
  nChanged 3
		SP:Iteration 60F (3491.710000 sec): 3 clusters
  Score: Raw -17411499.867091 + Penalty 5798.634549 = -17405701.232542
  nChanged 3
		SP:Iteration 61Q (3492.030000 sec): 3 clusters
  Score: Raw -17411501.183559 + Penalty 5798.634549 = -17405702.549010
  nChanged 3
		SP:Iteration 62Q (3492.350000 sec): 3 clusters
  Score: Raw -17411503.182274 + Penalty 5798.634549 = -17405704.547725
  nChanged 0
		SP:Iteration 63F (3492.800000 sec): 3 clusters
  Score: Raw -17411503.182274 + Penalty 5798.634549 = -17405704.547725
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3492.880000 sec): 2 clusters
  Score: Raw -1775832.895195 + Penalty 2321.847580 = -1773511.047615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3492.930000 sec): 3 clusters
  Score: Raw -1769415.419817 + Penalty 4643.695160 = -1764771.724658
  nChanged 4846
		SP:Iteration 1F (3492.970000 sec): 3 clusters
  Score: Raw -1771981.821386 + Penalty 4643.695160 = -1767338.126227
  nChanged 728
		SP:Iteration 2F (3493.010000 sec): 3 clusters
  Score: Raw -1772276.380857 + Penalty 4643.695160 = -1767632.685697
  nChanged 550
		SP:Iteration 3Q (3493.050000 sec): 3 clusters
  Score: Raw -1772487.339645 + Penalty 4643.695160 = -1767843.644485
  nChanged 425
		SP:Iteration 4Q (3493.100000 sec): 3 clusters
  Score: Raw -1772650.231521 + Penalty 4643.695160 = -1768006.536361
  nChanged 384
		SP:Iteration 5Q (3493.140000 sec): 3 clusters
  Score: Raw -1772794.487680 + Penalty 4643.695160 = -1768150.792521
  nChanged 360
		SP:Iteration 6Q (3493.180000 sec): 3 clusters
  Score: Raw -1772920.510533 + Penalty 4643.695160 = -1768276.815374
  nChanged 327
		SP:Iteration 7Q (3493.220000 sec): 3 clusters
  Score: Raw -1773027.746272 + Penalty 4643.695160 = -1768384.051113
  nChanged 251
		SP:Iteration 8Q (3493.260000 sec): 3 clusters
  Score: Raw -1773114.918055 + Penalty 4643.695160 = -1768471.222895
  nChanged 253
		SP:Iteration 9Q (3493.310000 sec): 3 clusters
  Score: Raw -1773211.449518 + Penalty 4643.695160 = -1768567.754358
  nChanged 255
		SP:Iteration 10Q (3493.350000 sec): 3 clusters
  Score: Raw -1773298.636447 + Penalty 4643.695160 = -1768654.941287
  nChanged 243
		SP:Iteration 11Q (3493.390000 sec): 3 clusters
  Score: Raw -1773389.457836 + Penalty 4643.695160 = -1768745.762676
  nChanged 252
		SP:Iteration 12Q (3493.430000 sec): 3 clusters
  Score: Raw -1773490.813395 + Penalty 4643.695160 = -1768847.118235
  nChanged 272
		SP:Iteration 13Q (3493.480000 sec): 3 clusters
  Score: Raw -1773612.635856 + Penalty 4643.695160 = -1768968.940696
  nChanged 305
		SP:Iteration 14Q (3493.520000 sec): 3 clusters
  Score: Raw -1773752.111428 + Penalty 4643.695160 = -1769108.416269
  nChanged 312
		SP:Iteration 15Q (3493.560000 sec): 3 clusters
  Score: Raw -1773906.762189 + Penalty 4643.695160 = -1769263.067029
  nChanged 347
		SP:Iteration 16Q (3493.600000 sec): 3 clusters
  Score: Raw -1774090.914432 + Penalty 4643.695160 = -1769447.219272
  nChanged 368
		SP:Iteration 17Q (3493.640000 sec): 3 clusters
  Score: Raw -1774303.593938 + Penalty 4643.695160 = -1769659.898779
  nChanged 397
		SP:Iteration 18Q (3493.680000 sec): 3 clusters
  Score: Raw -1774551.051199 + Penalty 4643.695160 = -1769907.356039
  nChanged 413
		SP:Iteration 19Q (3493.720000 sec): 3 clusters
  Score: Raw -1774831.042586 + Penalty 4643.695160 = -1770187.347426
  nChanged 374
		SP:Iteration 20F (3493.760000 sec): 3 clusters
  Score: Raw -1775084.225818 + Penalty 4643.695160 = -1770440.530659
  nChanged 331
		SP:Iteration 21Q (3493.800000 sec): 3 clusters
  Score: Raw -1775317.644858 + Penalty 4643.695160 = -1770673.949698
  nChanged 264
		SP:Iteration 22Q (3493.840000 sec): 3 clusters
  Score: Raw -1775520.526809 + Penalty 4643.695160 = -1770876.831649
  nChanged 192
		SP:Iteration 23Q (3493.870000 sec): 3 clusters
  Score: Raw -1775667.907503 + Penalty 4643.695160 = -1771024.212344
  nChanged 148
		SP:Iteration 24Q (3493.910000 sec): 3 clusters
  Score: Raw -1775779.000995 + Penalty 4643.695160 = -1771135.305836
  nChanged 117
		SP:Iteration 25Q (3493.940000 sec): 3 clusters
  Score: Raw -1775881.818330 + Penalty 4643.695160 = -1771238.123170
  nChanged 91
		SP:Iteration 26Q (3493.980000 sec): 3 clusters
  Score: Raw -1775970.701474 + Penalty 4643.695160 = -1771327.006314
  nChanged 62
		SP:Iteration 27Q (3494.010000 sec): 3 clusters
  Score: Raw -1776029.212110 + Penalty 4643.695160 = -1771385.516950
  nChanged 42
		SP:Iteration 28Q (3494.040000 sec): 3 clusters
  Score: Raw -1776068.906907 + Penalty 4643.695160 = -1771425.211747
  nChanged 27
		SP:Iteration 29Q (3494.070000 sec): 3 clusters
  Score: Raw -1776094.256872 + Penalty 4643.695160 = -1771450.561712
  nChanged 14
		SP:Iteration 30Q (3494.100000 sec): 3 clusters
  Score: Raw -1776106.207205 + Penalty 4643.695160 = -1771462.512045
  nChanged 6
		SP:Iteration 31Q (3494.140000 sec): 3 clusters
  Score: Raw -1776110.206875 + Penalty 4643.695160 = -1771466.511715
  nChanged 5
		SP:Iteration 32Q (3494.170000 sec): 3 clusters
  Score: Raw -1776113.132645 + Penalty 4643.695160 = -1771469.437485
  nChanged 4
		SP:Iteration 33Q (3494.200000 sec): 3 clusters
  Score: Raw -1776116.326179 + Penalty 4643.695160 = -1771472.631019
  nChanged 4
		SP:Iteration 34Q (3494.230000 sec): 3 clusters
  Score: Raw -1776118.756995 + Penalty 4643.695160 = -1771475.061835
  nChanged 3
		SP:Iteration 35Q (3494.260000 sec): 3 clusters
  Score: Raw -1776121.632799 + Penalty 4643.695160 = -1771477.937639
  nChanged 4
		SP:Iteration 36Q (3494.290000 sec): 3 clusters
  Score: Raw -1776125.087929 + Penalty 4643.695160 = -1771481.392769
  nChanged 5
		SP:Iteration 37Q (3494.320000 sec): 3 clusters
  Score: Raw -1776128.152522 + Penalty 4643.695160 = -1771484.457362
  nChanged 4
		SP:Iteration 38Q (3494.350000 sec): 3 clusters
  Score: Raw -1776131.240667 + Penalty 4643.695160 = -1771487.545507
  nChanged 4
		SP:Iteration 39Q (3494.380000 sec): 3 clusters
  Score: Raw -1776135.311322 + Penalty 4643.695160 = -1771491.616163
  nChanged 8
		SP:Iteration 40F (3494.420000 sec): 3 clusters
  Score: Raw -1776144.341441 + Penalty 4643.695160 = -1771500.646281
  nChanged 7
		SP:Iteration 41Q (3494.460000 sec): 3 clusters
  Score: Raw -1776150.515003 + Penalty 4643.695160 = -1771506.819843
  nChanged 9
		SP:Iteration 42Q (3494.490000 sec): 3 clusters
  Score: Raw -1776159.322617 + Penalty 4643.695160 = -1771515.627457
  nChanged 10
		SP:Iteration 43Q (3494.520000 sec): 3 clusters
  Score: Raw -1776166.142692 + Penalty 4643.695160 = -1771522.447532
  nChanged 9
		SP:Iteration 44Q (3494.550000 sec): 3 clusters
  Score: Raw -1776173.931682 + Penalty 4643.695160 = -1771530.236522
  nChanged 5
		SP:Iteration 45Q (3494.580000 sec): 3 clusters
  Score: Raw -1776178.352019 + Penalty 4643.695160 = -1771534.656860
  nChanged 3
		SP:Iteration 46Q (3494.610000 sec): 3 clusters
  Score: Raw -1776180.801468 + Penalty 4643.695160 = -1771537.106308
  nChanged 2
		SP:Iteration 47Q (3494.640000 sec): 3 clusters
  Score: Raw -1776181.404776 + Penalty 4643.695160 = -1771537.709616
  nChanged 2
		SP:Iteration 48Q (3494.670000 sec): 3 clusters
  Score: Raw -1776182.629039 + Penalty 4643.695160 = -1771538.933880
  nChanged 1
		SP:Iteration 49Q (3494.700000 sec): 3 clusters
  Score: Raw -1776183.107349 + Penalty 4643.695160 = -1771539.412189
  nChanged 0
		SP:Iteration 50F (3494.740000 sec): 3 clusters
  Score: Raw -1776183.107349 + Penalty 4643.695160 = -1771539.412189
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (3739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3494.760000 sec): 2 clusters
  Score: Raw -535116.653320 + Penalty 2040.190222 = -533076.463098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3494.780000 sec): 3 clusters
  Score: Raw -533404.240726 + Penalty 4080.380444 = -529323.860282
  nChanged 1370
		SP:Iteration 1F (3494.790000 sec): 3 clusters
  Score: Raw -534217.766365 + Penalty 4080.380444 = -530137.385921
  nChanged 289
		SP:Iteration 2F (3494.800000 sec): 3 clusters
  Score: Raw -534396.673813 + Penalty 4080.380444 = -530316.293369
  nChanged 183
		SP:Iteration 3Q (3494.820000 sec): 3 clusters
  Score: Raw -534506.882224 + Penalty 4080.380444 = -530426.501780
  nChanged 125
		SP:Iteration 4Q (3494.830000 sec): 3 clusters
  Score: Raw -534589.410770 + Penalty 4080.380444 = -530509.030326
  nChanged 118
		SP:Iteration 5Q (3494.840000 sec): 3 clusters
  Score: Raw -534663.580725 + Penalty 4080.380444 = -530583.200281
  nChanged 91
		SP:Iteration 6Q (3494.860000 sec): 3 clusters
  Score: Raw -534722.845294 + Penalty 4080.380444 = -530642.464850
  nChanged 93
		SP:Iteration 7Q (3494.870000 sec): 3 clusters
  Score: Raw -534778.997496 + Penalty 4080.380444 = -530698.617053
  nChanged 72
		SP:Iteration 8Q (3494.880000 sec): 3 clusters
  Score: Raw -534816.093800 + Penalty 4080.380444 = -530735.713356
  nChanged 65
		SP:Iteration 9Q (3494.900000 sec): 3 clusters
  Score: Raw -534852.733189 + Penalty 4080.380444 = -530772.352746
  nChanged 69
		SP:Iteration 10Q (3494.910000 sec): 3 clusters
  Score: Raw -534886.207484 + Penalty 4080.380444 = -530805.827040
  nChanged 59
		SP:Iteration 11Q (3494.930000 sec): 3 clusters
  Score: Raw -534919.649939 + Penalty 4080.380444 = -530839.269495
  nChanged 57
		SP:Iteration 12Q (3494.940000 sec): 3 clusters
  Score: Raw -534957.747611 + Penalty 4080.380444 = -530877.367167
  nChanged 68
		SP:Iteration 13Q (3494.950000 sec): 3 clusters
  Score: Raw -534993.875328 + Penalty 4080.380444 = -530913.494884
  nChanged 55
		SP:Iteration 14Q (3494.970000 sec): 3 clusters
  Score: Raw -535021.612304 + Penalty 4080.380444 = -530941.231861
  nChanged 46
		SP:Iteration 15Q (3494.980000 sec): 3 clusters
  Score: Raw -535043.650766 + Penalty 4080.380444 = -530963.270322
  nChanged 36
		SP:Iteration 16Q (3495.000000 sec): 3 clusters
  Score: Raw -535061.008065 + Penalty 4080.380444 = -530980.627622
  nChanged 36
		SP:Iteration 17Q (3495.010000 sec): 3 clusters
  Score: Raw -535079.471315 + Penalty 4080.380444 = -530999.090871
  nChanged 41
		SP:Iteration 18Q (3495.020000 sec): 3 clusters
  Score: Raw -535098.762570 + Penalty 4080.380444 = -531018.382127
  nChanged 30
		SP:Iteration 19Q (3495.040000 sec): 3 clusters
  Score: Raw -535114.970664 + Penalty 4080.380444 = -531034.590220
  nChanged 27
		SP:Iteration 20F (3495.050000 sec): 3 clusters
  Score: Raw -535127.106083 + Penalty 4080.380444 = -531046.725639
  nChanged 29
		SP:Iteration 21Q (3495.060000 sec): 3 clusters
  Score: Raw -535138.662411 + Penalty 4080.380444 = -531058.281967
  nChanged 22
		SP:Iteration 22Q (3495.080000 sec): 3 clusters
  Score: Raw -535147.950119 + Penalty 4080.380444 = -531067.569675
  nChanged 18
		SP:Iteration 23Q (3495.090000 sec): 3 clusters
  Score: Raw -535155.515111 + Penalty 4080.380444 = -531075.134667
  nChanged 10
		SP:Iteration 24Q (3495.100000 sec): 3 clusters
  Score: Raw -535159.133394 + Penalty 4080.380444 = -531078.752950
  nChanged 9
		SP:Iteration 25Q (3495.120000 sec): 3 clusters
  Score: Raw -535164.074245 + Penalty 4080.380444 = -531083.693801
  nChanged 14
		SP:Iteration 26Q (3495.130000 sec): 3 clusters
  Score: Raw -535169.985440 + Penalty 4080.380444 = -531089.604996
  nChanged 9
		SP:Iteration 27Q (3495.140000 sec): 3 clusters
  Score: Raw -535173.420759 + Penalty 4080.380444 = -531093.040315
  nChanged 11
		SP:Iteration 28Q (3495.160000 sec): 3 clusters
  Score: Raw -535177.758599 + Penalty 4080.380444 = -531097.378156
  nChanged 10
		SP:Iteration 29Q (3495.170000 sec): 3 clusters
  Score: Raw -535181.917573 + Penalty 4080.380444 = -531101.537129
  nChanged 7
		SP:Iteration 30Q (3495.180000 sec): 3 clusters
  Score: Raw -535183.831558 + Penalty 4080.380444 = -531103.451114
  nChanged 3
		SP:Iteration 31Q (3495.200000 sec): 3 clusters
  Score: Raw -535184.345969 + Penalty 4080.380444 = -531103.965526
  nChanged 2
		SP:Iteration 32Q (3495.210000 sec): 3 clusters
  Score: Raw -535184.864185 + Penalty 4080.380444 = -531104.483741
  nChanged 2
		SP:Iteration 33Q (3495.220000 sec): 3 clusters
  Score: Raw -535185.555318 + Penalty 4080.380444 = -531105.174875
  nChanged 2
		SP:Iteration 34Q (3495.240000 sec): 3 clusters
  Score: Raw -535186.035851 + Penalty 4080.380444 = -531105.655408
  nChanged 2
		SP:Iteration 35Q (3495.250000 sec): 3 clusters
  Score: Raw -535186.519351 + Penalty 4080.380444 = -531106.138908
  nChanged 2
		SP:Iteration 36Q (3495.260000 sec): 3 clusters
  Score: Raw -535187.081459 + Penalty 4080.380444 = -531106.701015
  nChanged 2
		SP:Iteration 37Q (3495.280000 sec): 3 clusters
  Score: Raw -535187.657510 + Penalty 4080.380444 = -531107.277067
  nChanged 2
		SP:Iteration 38Q (3495.290000 sec): 3 clusters
  Score: Raw -535188.147179 + Penalty 4080.380444 = -531107.766735
  nChanged 1
		SP:Iteration 39Q (3495.300000 sec): 3 clusters
  Score: Raw -535188.325544 + Penalty 4080.380444 = -531107.945100
  nChanged 0
		SP:Iteration 40F (3495.320000 sec): 3 clusters
  Score: Raw -535188.325544 + Penalty 4080.380444 = -531107.945100
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3495.320000 sec): 2 clusters
  Score: Raw -27239.942278 + Penalty 1352.919637 = -25887.022641
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3495.320000 sec): 3 clusters
  Score: Raw -27430.504619 + Penalty 2705.839273 = -24724.665346
  nChanged 34
		SP:Iteration 1F (3495.320000 sec): 3 clusters
  Score: Raw -27595.717535 + Penalty 2705.839273 = -24889.878262
  nChanged 9
		SP:Iteration 2Q (3495.330000 sec): 3 clusters
  Score: Raw -27652.306241 + Penalty 2705.839273 = -24946.466968
  nChanged 6
		SP:Iteration 3Q (3495.330000 sec): 3 clusters
  Score: Raw -27696.309533 + Penalty 2705.839273 = -24990.470260
  nChanged 4
		SP:Iteration 4Q (3495.330000 sec): 3 clusters
  Score: Raw -27727.513351 + Penalty 2705.839273 = -25021.674078
  nChanged 4
		SP:Iteration 5Q (3495.330000 sec): 3 clusters
  Score: Raw -27788.116136 + Penalty 2705.839273 = -25082.276862
  nChanged 6
		SP:Iteration 6Q (3495.330000 sec): 3 clusters
  Score: Raw -27858.677525 + Penalty 2705.839273 = -25152.838252
  nChanged 7
		SP:Iteration 7Q (3495.330000 sec): 3 clusters
  Score: Raw -27887.880016 + Penalty 2705.839273 = -25182.040743
  nChanged 4
		SP:Iteration 8Q (3495.330000 sec): 3 clusters
  Score: Raw -27903.923793 + Penalty 2705.839273 = -25198.084520
  nChanged 4
		SP:Iteration 9Q (3495.330000 sec): 3 clusters
  Score: Raw -27931.391665 + Penalty 2705.839273 = -25225.552392
  nChanged 4
		SP:Iteration 10Q (3495.330000 sec): 3 clusters
  Score: Raw -27952.616598 + Penalty 2705.839273 = -25246.777325
  nChanged 3
		SP:Iteration 11Q (3495.330000 sec): 3 clusters
  Score: Raw -27966.692760 + Penalty 2705.839273 = -25260.853487
  nChanged 1
		SP:Iteration 12Q (3495.340000 sec): 3 clusters
  Score: Raw -27970.203400 + Penalty 2705.839273 = -25264.364126
  nChanged 0
		SP:Iteration 13F (3495.340000 sec): 3 clusters
  Score: Raw -27970.746959 + Penalty 2705.839273 = -25264.907686
  nChanged 1
		SP:Iteration 14Q (3495.340000 sec): 3 clusters
  Score: Raw -27976.755456 + Penalty 2705.839273 = -25270.916183
  nChanged 1
		SP:Iteration 15Q (3495.340000 sec): 3 clusters
  Score: Raw -28018.494746 + Penalty 2705.839273 = -25312.655473
  nChanged 2
		SP:Iteration 16Q (3495.340000 sec): 3 clusters
  Score: Raw -28042.882298 + Penalty 2705.839273 = -25337.043025
  nChanged 4
		SP:Iteration 17Q (3495.340000 sec): 3 clusters
  Score: Raw -28122.233077 + Penalty 2705.839273 = -25416.393803
  nChanged 2
		SP:Iteration 18Q (3495.340000 sec): 3 clusters
  Score: Raw -28141.934667 + Penalty 2705.839273 = -25436.095394
  nChanged 2
		SP:Iteration 19Q (3495.340000 sec): 3 clusters
  Score: Raw -28160.883179 + Penalty 2705.839273 = -25455.043906
  nChanged 0
		SP:Iteration 20F (3495.340000 sec): 3 clusters
  Score: Raw -28160.883179 + Penalty 2705.839273 = -25455.043906
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (30932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3495.450000 sec): 2 clusters
  Score: Raw -4515613.196611 + Penalty 2564.207538 = -4513048.989073
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3495.560000 sec): 3 clusters
  Score: Raw -4497035.056717 + Penalty 5128.415077 = -4491906.641641
  nChanged 13959
		SP:Iteration 1F (3495.680000 sec): 3 clusters
  Score: Raw -4504667.602188 + Penalty 5128.415077 = -4499539.187112
  nChanged 1557
		SP:Iteration 2F (3495.790000 sec): 3 clusters
  Score: Raw -4505295.828434 + Penalty 5128.415077 = -4500167.413357
  nChanged 1502
		SP:Iteration 3Q (3495.910000 sec): 3 clusters
  Score: Raw -4506029.809894 + Penalty 5128.415077 = -4500901.394817
  nChanged 1573
		SP:Iteration 4F (3496.030000 sec): 3 clusters
  Score: Raw -4506895.243209 + Penalty 5128.415077 = -4501766.828132
  nChanged 1681
		SP:Iteration 5F (3496.150000 sec): 3 clusters
  Score: Raw -4507902.741103 + Penalty 5128.415077 = -4502774.326027
  nChanged 1727
		SP:Iteration 6F (3496.260000 sec): 3 clusters
  Score: Raw -4508920.344609 + Penalty 5128.415077 = -4503791.929532
  nChanged 1724
		SP:Iteration 7F (3496.370000 sec): 3 clusters
  Score: Raw -4509856.163092 + Penalty 5128.415077 = -4504727.748015
  nChanged 1637
		SP:Iteration 8F (3496.490000 sec): 3 clusters
  Score: Raw -4510704.120384 + Penalty 5128.415077 = -4505575.705307
  nChanged 1380
		SP:Iteration 9Q (3496.600000 sec): 3 clusters
  Score: Raw -4511289.402144 + Penalty 5128.415077 = -4506160.987067
  nChanged 1072
		SP:Iteration 10Q (3496.720000 sec): 3 clusters
  Score: Raw -4511665.086992 + Penalty 5128.415077 = -4506536.671915
  nChanged 839
		SP:Iteration 11Q (3496.830000 sec): 3 clusters
  Score: Raw -4511923.549989 + Penalty 5128.415077 = -4506795.134913
  nChanged 615
		SP:Iteration 12Q (3496.950000 sec): 3 clusters
  Score: Raw -4512088.948762 + Penalty 5128.415077 = -4506960.533686
  nChanged 511
		SP:Iteration 13Q (3497.060000 sec): 3 clusters
  Score: Raw -4512212.668483 + Penalty 5128.415077 = -4507084.253406
  nChanged 402
		SP:Iteration 14Q (3497.170000 sec): 3 clusters
  Score: Raw -4512309.048174 + Penalty 5128.415077 = -4507180.633097
  nChanged 337
		SP:Iteration 15Q (3497.290000 sec): 3 clusters
  Score: Raw -4512399.969655 + Penalty 5128.415077 = -4507271.554578
  nChanged 313
		SP:Iteration 16Q (3497.400000 sec): 3 clusters
  Score: Raw -4512478.519262 + Penalty 5128.415077 = -4507350.104185
  nChanged 285
		SP:Iteration 17Q (3497.510000 sec): 3 clusters
  Score: Raw -4512543.743270 + Penalty 5128.415077 = -4507415.328193
  nChanged 247
		SP:Iteration 18Q (3497.630000 sec): 3 clusters
  Score: Raw -4512588.374477 + Penalty 5128.415077 = -4507459.959400
  nChanged 213
		SP:Iteration 19Q (3497.740000 sec): 3 clusters
  Score: Raw -4512619.563049 + Penalty 5128.415077 = -4507491.147972
  nChanged 165
		SP:Iteration 20F (3497.860000 sec): 3 clusters
  Score: Raw -4512644.388129 + Penalty 5128.415077 = -4507515.973052
  nChanged 155
		SP:Iteration 21Q (3497.970000 sec): 3 clusters
  Score: Raw -4512667.688303 + Penalty 5128.415077 = -4507539.273227
  nChanged 149
		SP:Iteration 22Q (3498.090000 sec): 3 clusters
  Score: Raw -4512688.548813 + Penalty 5128.415077 = -4507560.133736
  nChanged 135
		SP:Iteration 23Q (3498.200000 sec): 3 clusters
  Score: Raw -4512709.837977 + Penalty 5128.415077 = -4507581.422900
  nChanged 141
		SP:Iteration 24Q (3498.310000 sec): 3 clusters
  Score: Raw -4512732.918893 + Penalty 5128.415077 = -4507604.503816
  nChanged 141
		SP:Iteration 25Q (3498.430000 sec): 3 clusters
  Score: Raw -4512755.819892 + Penalty 5128.415077 = -4507627.404815
  nChanged 149
		SP:Iteration 26Q (3498.550000 sec): 3 clusters
  Score: Raw -4512782.546231 + Penalty 5128.415077 = -4507654.131155
  nChanged 146
		SP:Iteration 27Q (3498.660000 sec): 3 clusters
  Score: Raw -4512811.967353 + Penalty 5128.415077 = -4507683.552276
  nChanged 157
		SP:Iteration 28Q (3498.770000 sec): 3 clusters
  Score: Raw -4512840.928580 + Penalty 5128.415077 = -4507712.513503
  nChanged 159
		SP:Iteration 29Q (3498.890000 sec): 3 clusters
  Score: Raw -4512866.780914 + Penalty 5128.415077 = -4507738.365837
  nChanged 154
		SP:Iteration 30Q (3499.000000 sec): 3 clusters
  Score: Raw -4512888.606173 + Penalty 5128.415077 = -4507760.191096
  nChanged 111
		SP:Iteration 31Q (3499.110000 sec): 3 clusters
  Score: Raw -4512901.909881 + Penalty 5128.415077 = -4507773.494805
  nChanged 117
		SP:Iteration 32Q (3499.230000 sec): 3 clusters
  Score: Raw -4512914.577123 + Penalty 5128.415077 = -4507786.162046
  nChanged 101
		SP:Iteration 33Q (3499.340000 sec): 3 clusters
  Score: Raw -4512925.978640 + Penalty 5128.415077 = -4507797.563564
  nChanged 106
		SP:Iteration 34Q (3499.450000 sec): 3 clusters
  Score: Raw -4512938.088433 + Penalty 5128.415077 = -4507809.673356
  nChanged 107
		SP:Iteration 35Q (3499.570000 sec): 3 clusters
  Score: Raw -4512949.409526 + Penalty 5128.415077 = -4507820.994449
  nChanged 105
		SP:Iteration 36Q (3499.680000 sec): 3 clusters
  Score: Raw -4512959.966686 + Penalty 5128.415077 = -4507831.551609
  nChanged 113
		SP:Iteration 37Q (3499.790000 sec): 3 clusters
  Score: Raw -4512972.400492 + Penalty 5128.415077 = -4507843.985416
  nChanged 122
		SP:Iteration 38Q (3499.910000 sec): 3 clusters
  Score: Raw -4512986.035205 + Penalty 5128.415077 = -4507857.620128
  nChanged 130
		SP:Iteration 39Q (3500.020000 sec): 3 clusters
  Score: Raw -4513001.135163 + Penalty 5128.415077 = -4507872.720087
  nChanged 145
		SP:Iteration 40F (3500.130000 sec): 3 clusters
  Score: Raw -4513017.370742 + Penalty 5128.415077 = -4507888.955666
  nChanged 143
		SP:Iteration 41Q (3500.250000 sec): 3 clusters
  Score: Raw -4513034.952572 + Penalty 5128.415077 = -4507906.537495
  nChanged 141
		SP:Iteration 42Q (3500.370000 sec): 3 clusters
  Score: Raw -4513052.834346 + Penalty 5128.415077 = -4507924.419270
  nChanged 134
		SP:Iteration 43Q (3500.480000 sec): 3 clusters
  Score: Raw -4513067.827134 + Penalty 5128.415077 = -4507939.412057
  nChanged 140
		SP:Iteration 44Q (3500.590000 sec): 3 clusters
  Score: Raw -4513084.991961 + Penalty 5128.415077 = -4507956.576885
  nChanged 156
		SP:Iteration 45Q (3500.710000 sec): 3 clusters
  Score: Raw -4513106.054160 + Penalty 5128.415077 = -4507977.639084
  nChanged 173
		SP:Iteration 46Q (3500.820000 sec): 3 clusters
  Score: Raw -4513131.070251 + Penalty 5128.415077 = -4508002.655174
  nChanged 165
		SP:Iteration 47Q (3500.930000 sec): 3 clusters
  Score: Raw -4513155.825232 + Penalty 5128.415077 = -4508027.410156
  nChanged 168
		SP:Iteration 48Q (3501.050000 sec): 3 clusters
  Score: Raw -4513181.713989 + Penalty 5128.415077 = -4508053.298913
  nChanged 189
		SP:Iteration 49Q (3501.170000 sec): 3 clusters
  Score: Raw -4513210.687242 + Penalty 5128.415077 = -4508082.272165
  nChanged 191
		SP:Iteration 50Q (3501.280000 sec): 3 clusters
  Score: Raw -4513241.337849 + Penalty 5128.415077 = -4508112.922773
  nChanged 203
		SP:Iteration 51Q (3501.390000 sec): 3 clusters
  Score: Raw -4513277.973030 + Penalty 5128.415077 = -4508149.557953
  nChanged 246
		SP:Iteration 52Q (3501.510000 sec): 3 clusters
  Score: Raw -4513326.006536 + Penalty 5128.415077 = -4508197.591459
  nChanged 292
		SP:Iteration 53Q (3501.620000 sec): 3 clusters
  Score: Raw -4513394.911454 + Penalty 5128.415077 = -4508266.496378
  nChanged 342
		SP:Iteration 54Q (3501.740000 sec): 3 clusters
  Score: Raw -4513482.344537 + Penalty 5128.415077 = -4508353.929461
  nChanged 388
		SP:Iteration 55Q (3501.850000 sec): 3 clusters
  Score: Raw -4513592.817540 + Penalty 5128.415077 = -4508464.402464
  nChanged 408
		SP:Iteration 56Q (3501.960000 sec): 3 clusters
  Score: Raw -4513718.072979 + Penalty 5128.415077 = -4508589.657902
  nChanged 430
		SP:Iteration 57Q (3502.080000 sec): 3 clusters
  Score: Raw -4513870.634345 + Penalty 5128.415077 = -4508742.219268
  nChanged 439
		SP:Iteration 58Q (3502.190000 sec): 3 clusters
  Score: Raw -4514055.632843 + Penalty 5128.415077 = -4508927.217766
  nChanged 533
		SP:Iteration 59Q (3502.300000 sec): 3 clusters
  Score: Raw -4514351.556912 + Penalty 5128.415077 = -4509223.141835
  nChanged 556
		SP:Iteration 60F (3502.420000 sec): 3 clusters
  Score: Raw -4514786.507611 + Penalty 5128.415077 = -4509658.092534
  nChanged 606
		SP:Iteration 61Q (3502.530000 sec): 3 clusters
  Score: Raw -4515508.250233 + Penalty 5128.415077 = -4510379.835156
  nChanged 424
		SP:Iteration 62Q (3502.630000 sec): 3 clusters
  Score: Raw -4516054.430366 + Penalty 5128.415077 = -4510926.015290
  nChanged 329
		SP:Iteration 63Q (3502.730000 sec): 3 clusters
  Score: Raw -4516329.026877 + Penalty 5128.415077 = -4511200.611800
  nChanged 252
		SP:Iteration 64Q (3502.830000 sec): 3 clusters
  Score: Raw -4516464.164222 + Penalty 5128.415077 = -4511335.749146
  nChanged 164
		SP:Iteration 65Q (3502.920000 sec): 3 clusters
  Score: Raw -4516531.803511 + Penalty 5128.415077 = -4511403.388434
  nChanged 145
		SP:Iteration 66Q (3503.010000 sec): 3 clusters
  Score: Raw -4516580.765057 + Penalty 5128.415077 = -4511452.349980
  nChanged 116
		SP:Iteration 67Q (3503.100000 sec): 3 clusters
  Score: Raw -4516618.250250 + Penalty 5128.415077 = -4511489.835173
  nChanged 91
		SP:Iteration 68Q (3503.190000 sec): 3 clusters
  Score: Raw -4516645.949801 + Penalty 5128.415077 = -4511517.534724
  nChanged 65
		SP:Iteration 69Q (3503.280000 sec): 3 clusters
  Score: Raw -4516661.870453 + Penalty 5128.415077 = -4511533.455376
  nChanged 39
		SP:Iteration 70Q (3503.370000 sec): 3 clusters
  Score: Raw -4516671.246946 + Penalty 5128.415077 = -4511542.831869
  nChanged 40
		SP:Iteration 71Q (3503.460000 sec): 3 clusters
  Score: Raw -4516681.181229 + Penalty 5128.415077 = -4511552.766153
  nChanged 36
		SP:Iteration 72Q (3503.550000 sec): 3 clusters
  Score: Raw -4516688.559816 + Penalty 5128.415077 = -4511560.144739
  nChanged 29
		SP:Iteration 73Q (3503.640000 sec): 3 clusters
  Score: Raw -4516693.594634 + Penalty 5128.415077 = -4511565.179558
  nChanged 21
		SP:Iteration 74Q (3503.730000 sec): 3 clusters
  Score: Raw -4516697.465271 + Penalty 5128.415077 = -4511569.050194
  nChanged 21
		SP:Iteration 75Q (3503.810000 sec): 3 clusters
  Score: Raw -4516701.531499 + Penalty 5128.415077 = -4511573.116422
  nChanged 15
		SP:Iteration 76Q (3503.900000 sec): 3 clusters
  Score: Raw -4516703.238041 + Penalty 5128.415077 = -4511574.822964
  nChanged 9
		SP:Iteration 77Q (3503.990000 sec): 3 clusters
  Score: Raw -4516704.829002 + Penalty 5128.415077 = -4511576.413925
  nChanged 10
		SP:Iteration 78Q (3504.080000 sec): 3 clusters
  Score: Raw -4516707.003528 + Penalty 5128.415077 = -4511578.588451
  nChanged 11
		SP:Iteration 79Q (3504.170000 sec): 3 clusters
  Score: Raw -4516709.188541 + Penalty 5128.415077 = -4511580.773464
  nChanged 13
		SP:Iteration 80F (3504.280000 sec): 3 clusters
  Score: Raw -4516711.777273 + Penalty 5128.415077 = -4511583.362197
  nChanged 21
		SP:Iteration 81Q (3504.370000 sec): 3 clusters
  Score: Raw -4516716.348567 + Penalty 5128.415077 = -4511587.933490
  nChanged 20
		SP:Iteration 82Q (3504.460000 sec): 3 clusters
  Score: Raw -4516720.970894 + Penalty 5128.415077 = -4511592.555817
  nChanged 15
		SP:Iteration 83Q (3504.550000 sec): 3 clusters
  Score: Raw -4516723.326798 + Penalty 5128.415077 = -4511594.911721
  nChanged 13
		SP:Iteration 84Q (3504.630000 sec): 3 clusters
  Score: Raw -4516725.571359 + Penalty 5128.415077 = -4511597.156282
  nChanged 8
		SP:Iteration 85Q (3504.730000 sec): 3 clusters
  Score: Raw -4516726.928192 + Penalty 5128.415077 = -4511598.513115
  nChanged 9
		SP:Iteration 86Q (3504.810000 sec): 3 clusters
  Score: Raw -4516728.492613 + Penalty 5128.415077 = -4511600.077536
  nChanged 12
		SP:Iteration 87Q (3504.900000 sec): 3 clusters
  Score: Raw -4516730.763428 + Penalty 5128.415077 = -4511602.348351
  nChanged 14
		SP:Iteration 88Q (3504.990000 sec): 3 clusters
  Score: Raw -4516733.357804 + Penalty 5128.415077 = -4511604.942727
  nChanged 11
		SP:Iteration 89Q (3505.080000 sec): 3 clusters
  Score: Raw -4516735.475113 + Penalty 5128.415077 = -4511607.060037
  nChanged 17
		SP:Iteration 90Q (3505.170000 sec): 3 clusters
  Score: Raw -4516738.574538 + Penalty 5128.415077 = -4511610.159461
  nChanged 15
		SP:Iteration 91Q (3505.260000 sec): 3 clusters
  Score: Raw -4516741.562490 + Penalty 5128.415077 = -4511613.147413
  nChanged 7
		SP:Iteration 92Q (3505.340000 sec): 3 clusters
  Score: Raw -4516742.703125 + Penalty 5128.415077 = -4511614.288048
  nChanged 8
		SP:Iteration 93Q (3505.430000 sec): 3 clusters
  Score: Raw -4516744.173487 + Penalty 5128.415077 = -4511615.758410
  nChanged 7
		SP:Iteration 94Q (3505.520000 sec): 3 clusters
  Score: Raw -4516745.641447 + Penalty 5128.415077 = -4511617.226370
  nChanged 8
		SP:Iteration 95Q (3505.600000 sec): 3 clusters
  Score: Raw -4516746.830187 + Penalty 5128.415077 = -4511618.415110
  nChanged 5
		SP:Iteration 96Q (3505.690000 sec): 3 clusters
  Score: Raw -4516747.605149 + Penalty 5128.415077 = -4511619.190073
  nChanged 4
		SP:Iteration 97Q (3505.780000 sec): 3 clusters
  Score: Raw -4516748.424346 + Penalty 5128.415077 = -4511620.009269
  nChanged 2
		SP:Iteration 98Q (3505.870000 sec): 3 clusters
  Score: Raw -4516748.579806 + Penalty 5128.415077 = -4511620.164730
  nChanged 0
		SP:Iteration 99F (3505.980000 sec): 3 clusters
  Score: Raw -4516748.579806 + Penalty 5128.415077 = -4511620.164730
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3505.990000 sec): 2 clusters
  Score: Raw -32701.428481 + Penalty 1345.387604 = -31356.040876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3505.990000 sec): 3 clusters
  Score: Raw -33213.393600 + Penalty 2690.775209 = -30522.618392
  nChanged 39
		SP:Iteration 1F (3505.990000 sec): 3 clusters
  Score: Raw -33416.206491 + Penalty 2690.775209 = -30725.431282
  nChanged 18
		SP:Iteration 2F (3505.990000 sec): 3 clusters
  Score: Raw -33503.259242 + Penalty 2690.775209 = -30812.484033
  nChanged 8
		SP:Iteration 3Q (3505.990000 sec): 3 clusters
  Score: Raw -33611.126575 + Penalty 2690.775209 = -30920.351367
  nChanged 5
		SP:Iteration 4Q (3506.000000 sec): 3 clusters
  Score: Raw -33665.492855 + Penalty 2690.775209 = -30974.717647
  nChanged 3
		SP:Iteration 5Q (3506.000000 sec): 3 clusters
  Score: Raw -33739.002657 + Penalty 2690.775209 = -31048.227448
  nChanged 0
		SP:Iteration 6F (3506.000000 sec): 3 clusters
  Score: Raw -33739.002657 + Penalty 2690.775209 = -31048.227448
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 23 (608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.000000 sec): 2 clusters
  Score: Raw -81594.403659 + Penalty 1589.723371 = -80004.680288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3506.010000 sec): 3 clusters
  Score: Raw -81595.408288 + Penalty 3179.446741 = -78415.961546
  nChanged 123
		SP:Iteration 1F (3506.010000 sec): 3 clusters
  Score: Raw -81811.106173 + Penalty 3179.446741 = -78631.659431
  nChanged 26
		SP:Iteration 2Q (3506.010000 sec): 3 clusters
  Score: Raw -81882.378766 + Penalty 3179.446741 = -78702.932024
  nChanged 15
		SP:Iteration 3Q (3506.010000 sec): 3 clusters
  Score: Raw -81912.430906 + Penalty 3179.446741 = -78732.984165
  nChanged 9
		SP:Iteration 4Q (3506.010000 sec): 3 clusters
  Score: Raw -81929.914218 + Penalty 3179.446741 = -78750.467477
  nChanged 8
		SP:Iteration 5Q (3506.010000 sec): 3 clusters
  Score: Raw -81942.595795 + Penalty 3179.446741 = -78763.149053
  nChanged 6
		SP:Iteration 6Q (3506.020000 sec): 3 clusters
  Score: Raw -81949.917834 + Penalty 3179.446741 = -78770.471092
  nChanged 2
		SP:Iteration 7Q (3506.020000 sec): 3 clusters
  Score: Raw -81953.617377 + Penalty 3179.446741 = -78774.170636
  nChanged 1
		SP:Iteration 8Q (3506.020000 sec): 3 clusters
  Score: Raw -81957.008788 + Penalty 3179.446741 = -78777.562046
  nChanged 1
		SP:Iteration 9Q (3506.020000 sec): 3 clusters
  Score: Raw -81958.365739 + Penalty 3179.446741 = -78778.918997
  nChanged 1
		SP:Iteration 10Q (3506.030000 sec): 3 clusters
  Score: Raw -81963.859269 + Penalty 3179.446741 = -78784.412527
  nChanged 4
		SP:Iteration 11Q (3506.030000 sec): 3 clusters
  Score: Raw -81972.604563 + Penalty 3179.446741 = -78793.157822
  nChanged 3
		SP:Iteration 12Q (3506.030000 sec): 3 clusters
  Score: Raw -81981.791416 + Penalty 3179.446741 = -78802.344674
  nChanged 5
		SP:Iteration 13Q (3506.030000 sec): 3 clusters
  Score: Raw -81995.534638 + Penalty 3179.446741 = -78816.087896
  nChanged 6
		SP:Iteration 14Q (3506.030000 sec): 3 clusters
  Score: Raw -82010.293789 + Penalty 3179.446741 = -78830.847047
  nChanged 7
		SP:Iteration 15Q (3506.040000 sec): 3 clusters
  Score: Raw -82024.950957 + Penalty 3179.446741 = -78845.504215
  nChanged 3
		SP:Iteration 16Q (3506.040000 sec): 3 clusters
  Score: Raw -82030.698960 + Penalty 3179.446741 = -78851.252219
  nChanged 1
		SP:Iteration 17Q (3506.040000 sec): 3 clusters
  Score: Raw -82032.407954 + Penalty 3179.446741 = -78852.961213
  nChanged 0
		SP:Iteration 18F (3506.040000 sec): 3 clusters
  Score: Raw -82032.407954 + Penalty 3179.446741 = -78852.961213
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.050000 sec): 2 clusters
  Score: Raw -257351.790429 + Penalty 1857.789723 = -255494.000706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3506.060000 sec): 3 clusters
  Score: Raw -256710.368796 + Penalty 3715.579446 = -252994.789350
  nChanged 543
		SP:Iteration 1F (3506.070000 sec): 3 clusters
  Score: Raw -257112.280154 + Penalty 3715.579446 = -253396.700708
  nChanged 114
		SP:Iteration 2F (3506.070000 sec): 3 clusters
  Score: Raw -257214.868777 + Penalty 3715.579446 = -253499.289330
  nChanged 69
		SP:Iteration 3Q (3506.080000 sec): 3 clusters
  Score: Raw -257264.404490 + Penalty 3715.579446 = -253548.825044
  nChanged 40
		SP:Iteration 4Q (3506.080000 sec): 3 clusters
  Score: Raw -257296.602308 + Penalty 3715.579446 = -253581.022862
  nChanged 33
		SP:Iteration 5Q (3506.090000 sec): 3 clusters
  Score: Raw -257327.430312 + Penalty 3715.579446 = -253611.850865
  nChanged 26
		SP:Iteration 6Q (3506.100000 sec): 3 clusters
  Score: Raw -257344.697808 + Penalty 3715.579446 = -253629.118362
  nChanged 21
		SP:Iteration 7Q (3506.100000 sec): 3 clusters
  Score: Raw -257359.560384 + Penalty 3715.579446 = -253643.980938
  nChanged 18
		SP:Iteration 8Q (3506.110000 sec): 3 clusters
  Score: Raw -257374.790280 + Penalty 3715.579446 = -253659.210833
  nChanged 18
		SP:Iteration 9Q (3506.110000 sec): 3 clusters
  Score: Raw -257386.417682 + Penalty 3715.579446 = -253670.838235
  nChanged 13
		SP:Iteration 10Q (3506.120000 sec): 3 clusters
  Score: Raw -257396.229732 + Penalty 3715.579446 = -253680.650286
  nChanged 9
		SP:Iteration 11Q (3506.130000 sec): 3 clusters
  Score: Raw -257405.952630 + Penalty 3715.579446 = -253690.373184
  nChanged 9
		SP:Iteration 12Q (3506.130000 sec): 3 clusters
  Score: Raw -257411.208475 + Penalty 3715.579446 = -253695.629029
  nChanged 8
		SP:Iteration 13Q (3506.140000 sec): 3 clusters
  Score: Raw -257414.908881 + Penalty 3715.579446 = -253699.329435
  nChanged 7
		SP:Iteration 14Q (3506.150000 sec): 3 clusters
  Score: Raw -257421.033115 + Penalty 3715.579446 = -253705.453669
  nChanged 4
		SP:Iteration 15Q (3506.150000 sec): 3 clusters
  Score: Raw -257424.097084 + Penalty 3715.579446 = -253708.517638
  nChanged 4
		SP:Iteration 16Q (3506.160000 sec): 3 clusters
  Score: Raw -257425.587844 + Penalty 3715.579446 = -253710.008398
  nChanged 4
		SP:Iteration 17Q (3506.170000 sec): 3 clusters
  Score: Raw -257427.811350 + Penalty 3715.579446 = -253712.231904
  nChanged 3
		SP:Iteration 18Q (3506.170000 sec): 3 clusters
  Score: Raw -257430.634980 + Penalty 3715.579446 = -253715.055534
  nChanged 3
		SP:Iteration 19Q (3506.180000 sec): 3 clusters
  Score: Raw -257432.776831 + Penalty 3715.579446 = -253717.197385
  nChanged 4
		SP:Iteration 20F (3506.190000 sec): 3 clusters
  Score: Raw -257436.179748 + Penalty 3715.579446 = -253720.600301
  nChanged 9
		SP:Iteration 21Q (3506.190000 sec): 3 clusters
  Score: Raw -257442.983933 + Penalty 3715.579446 = -253727.404486
  nChanged 11
		SP:Iteration 22Q (3506.200000 sec): 3 clusters
  Score: Raw -257448.053723 + Penalty 3715.579446 = -253732.474277
  nChanged 3
		SP:Iteration 23Q (3506.210000 sec): 3 clusters
  Score: Raw -257449.514683 + Penalty 3715.579446 = -253733.935236
  nChanged 3
		SP:Iteration 24Q (3506.210000 sec): 3 clusters
  Score: Raw -257450.886082 + Penalty 3715.579446 = -253735.306636
  nChanged 2
		SP:Iteration 25Q (3506.220000 sec): 3 clusters
  Score: Raw -257451.567220 + Penalty 3715.579446 = -253735.987773
  nChanged 1
		SP:Iteration 26Q (3506.230000 sec): 3 clusters
  Score: Raw -257451.692958 + Penalty 3715.579446 = -253736.113511
  nChanged 0
		SP:Iteration 27F (3506.230000 sec): 3 clusters
  Score: Raw -257451.692958 + Penalty 3715.579446 = -253736.113511
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.230000 sec): 2 clusters
  Score: Raw -14092.726968 + Penalty 1232.513698 = -12860.213270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3506.230000 sec): 3 clusters
  Score: Raw -14592.446370 + Penalty 2465.027397 = -12127.418973
  nChanged 14
		SP:Iteration 1F (3506.230000 sec): 3 clusters
  Score: Raw -14745.681726 + Penalty 2465.027397 = -12280.654329
  nChanged 3
		SP:Iteration 2Q (3506.240000 sec): 3 clusters
  Score: Raw -14771.487884 + Penalty 2465.027397 = -12306.460487
  nChanged 1
		SP:Iteration 3Q (3506.240000 sec): 3 clusters
  Score: Raw -14789.577018 + Penalty 2465.027397 = -12324.549622
  nChanged 0
		SP:Iteration 4F (3506.240000 sec): 3 clusters
  Score: Raw -14789.577018 + Penalty 2465.027397 = -12324.549622
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.240000 sec): 2 clusters
  Score: Raw -51116.540451 + Penalty 1468.551448 = -49647.989003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3506.240000 sec): 3 clusters
  Score: Raw -51201.696368 + Penalty 2937.102896 = -48264.593472
  nChanged 45
		SP:Iteration 1F (3506.250000 sec): 3 clusters
  Score: Raw -51341.637066 + Penalty 2937.102896 = -48404.534170
  nChanged 18
		SP:Iteration 2Q (3506.250000 sec): 3 clusters
  Score: Raw -51414.084325 + Penalty 2937.102896 = -48476.981428
  nChanged 6
		SP:Iteration 3Q (3506.250000 sec): 3 clusters
  Score: Raw -51455.753503 + Penalty 2937.102896 = -48518.650607
  nChanged 6
		SP:Iteration 4Q (3506.250000 sec): 3 clusters
  Score: Raw -51477.897718 + Penalty 2937.102896 = -48540.794821
  nChanged 5
		SP:Iteration 5Q (3506.250000 sec): 3 clusters
  Score: Raw -51496.003237 + Penalty 2937.102896 = -48558.900341
  nChanged 3
		SP:Iteration 6Q (3506.250000 sec): 3 clusters
  Score: Raw -51505.243390 + Penalty 2937.102896 = -48568.140494
  nChanged 1
		SP:Iteration 7Q (3506.250000 sec): 3 clusters
  Score: Raw -51508.987904 + Penalty 2937.102896 = -48571.885008
  nChanged 1
		SP:Iteration 8Q (3506.250000 sec): 3 clusters
  Score: Raw -51512.052327 + Penalty 2937.102896 = -48574.949431
  nChanged 1
		SP:Iteration 9Q (3506.250000 sec): 3 clusters
  Score: Raw -51512.972637 + Penalty 2937.102896 = -48575.869741
  nChanged 1
		SP:Iteration 10Q (3506.250000 sec): 3 clusters
  Score: Raw -51515.811167 + Penalty 2937.102896 = -48578.708271
  nChanged 1
		SP:Iteration 11Q (3506.260000 sec): 3 clusters
  Score: Raw -51519.907214 + Penalty 2937.102896 = -48582.804318
  nChanged 0
		SP:Iteration 12F (3506.260000 sec): 3 clusters
  Score: Raw -51519.907214 + Penalty 2937.102896 = -48582.804318
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (141251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.750000 sec): 2 clusters
  Score: Raw -20514292.578996 + Penalty 2940.856845 = -20511351.722151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3507.290000 sec): 3 clusters
  Score: Raw -20422566.434940 + Penalty 5881.713689 = -20416684.721250
  nChanged 67533
		SP:Iteration 1F (3507.830000 sec): 3 clusters
  Score: Raw -20462165.612337 + Penalty 5881.713689 = -20456283.898648
  nChanged 4922
		SP:Iteration 2Q (3508.370000 sec): 3 clusters
  Score: Raw -20463540.663758 + Penalty 5881.713689 = -20457658.950068
  nChanged 5397
		SP:Iteration 3Q (3508.930000 sec): 3 clusters
  Score: Raw -20465309.651595 + Penalty 5881.713689 = -20459427.937906
  nChanged 6090
		SP:Iteration 4Q (3509.480000 sec): 3 clusters
  Score: Raw -20467684.734921 + Penalty 5881.713689 = -20461803.021231
  nChanged 7092
		SP:Iteration 5F (3510.020000 sec): 3 clusters
  Score: Raw -20470780.456854 + Penalty 5881.713689 = -20464898.743165
  nChanged 7866
		SP:Iteration 6F (3510.550000 sec): 3 clusters
  Score: Raw -20474619.770995 + Penalty 5881.713689 = -20468738.057305
  nChanged 8269
		SP:Iteration 7F (3511.090000 sec): 3 clusters
  Score: Raw -20478938.030408 + Penalty 5881.713689 = -20473056.316719
  nChanged 8009
		SP:Iteration 8F (3511.630000 sec): 3 clusters
  Score: Raw -20483233.622133 + Penalty 5881.713689 = -20477351.908444
  nChanged 7244
		SP:Iteration 9F (3512.160000 sec): 3 clusters
  Score: Raw -20487372.724520 + Penalty 5881.713689 = -20481491.010831
  nChanged 6378
		SP:Iteration 10Q (3512.710000 sec): 3 clusters
  Score: Raw -20491473.941247 + Penalty 5881.713689 = -20485592.227558
  nChanged 5559
		SP:Iteration 11Q (3513.250000 sec): 3 clusters
  Score: Raw -20495246.550241 + Penalty 5881.713689 = -20489364.836551
  nChanged 4829
		SP:Iteration 12Q (3513.770000 sec): 3 clusters
  Score: Raw -20498356.756677 + Penalty 5881.713689 = -20492475.042988
  nChanged 3893
		SP:Iteration 13Q (3514.290000 sec): 3 clusters
  Score: Raw -20500555.387493 + Penalty 5881.713689 = -20494673.673803
  nChanged 3154
		SP:Iteration 14Q (3514.790000 sec): 3 clusters
  Score: Raw -20502023.376857 + Penalty 5881.713689 = -20496141.663168
  nChanged 2551
		SP:Iteration 15Q (3515.280000 sec): 3 clusters
  Score: Raw -20503105.018074 + Penalty 5881.713689 = -20497223.304384
  nChanged 2383
		SP:Iteration 16Q (3515.750000 sec): 3 clusters
  Score: Raw -20504056.510288 + Penalty 5881.713689 = -20498174.796599
  nChanged 2291
		SP:Iteration 17Q (3516.230000 sec): 3 clusters
  Score: Raw -20504986.485109 + Penalty 5881.713689 = -20499104.771419
  nChanged 2267
		SP:Iteration 18Q (3516.690000 sec): 3 clusters
  Score: Raw -20505933.971509 + Penalty 5881.713689 = -20500052.257819
  nChanged 2240
		SP:Iteration 19Q (3517.150000 sec): 3 clusters
  Score: Raw -20506900.408232 + Penalty 5881.713689 = -20501018.694543
  nChanged 2151
		SP:Iteration 20F (3517.690000 sec): 3 clusters
  Score: Raw -20507831.968452 + Penalty 5881.713689 = -20501950.254763
  nChanged 2015
		SP:Iteration 21Q (3518.140000 sec): 3 clusters
  Score: Raw -20508693.608960 + Penalty 5881.713689 = -20502811.895271
  nChanged 1828
		SP:Iteration 22Q (3518.580000 sec): 3 clusters
  Score: Raw -20509478.439197 + Penalty 5881.713689 = -20503596.725507
  nChanged 1726
		SP:Iteration 23Q (3519.020000 sec): 3 clusters
  Score: Raw -20510225.763633 + Penalty 5881.713689 = -20504344.049944
  nChanged 1533
		SP:Iteration 24Q (3519.450000 sec): 3 clusters
  Score: Raw -20510900.335977 + Penalty 5881.713689 = -20505018.622288
  nChanged 1468
		SP:Iteration 25Q (3519.880000 sec): 3 clusters
  Score: Raw -20511572.855425 + Penalty 5881.713689 = -20505691.141735
  nChanged 1315
		SP:Iteration 26Q (3520.290000 sec): 3 clusters
  Score: Raw -20512185.066589 + Penalty 5881.713689 = -20506303.352900
  nChanged 1110
		SP:Iteration 27Q (3520.710000 sec): 3 clusters
  Score: Raw -20512694.389851 + Penalty 5881.713689 = -20506812.676162
  nChanged 962
		SP:Iteration 28Q (3521.120000 sec): 3 clusters
  Score: Raw -20513132.461933 + Penalty 5881.713689 = -20507250.748244
  nChanged 835
		SP:Iteration 29Q (3521.530000 sec): 3 clusters
  Score: Raw -20513535.171201 + Penalty 5881.713689 = -20507653.457511
  nChanged 674
		SP:Iteration 30Q (3521.930000 sec): 3 clusters
  Score: Raw -20513859.472055 + Penalty 5881.713689 = -20507977.758365
  nChanged 518
		SP:Iteration 31Q (3522.330000 sec): 3 clusters
  Score: Raw -20514098.272292 + Penalty 5881.713689 = -20508216.558602
  nChanged 391
		SP:Iteration 32Q (3522.730000 sec): 3 clusters
  Score: Raw -20514281.820860 + Penalty 5881.713689 = -20508400.107171
  nChanged 321
		SP:Iteration 33Q (3523.120000 sec): 3 clusters
  Score: Raw -20514437.866830 + Penalty 5881.713689 = -20508556.153140
  nChanged 228
		SP:Iteration 34Q (3523.510000 sec): 3 clusters
  Score: Raw -20514551.195677 + Penalty 5881.713689 = -20508669.481988
  nChanged 186
		SP:Iteration 35Q (3523.900000 sec): 3 clusters
  Score: Raw -20514644.277665 + Penalty 5881.713689 = -20508762.563975
  nChanged 134
		SP:Iteration 36Q (3524.290000 sec): 3 clusters
  Score: Raw -20514707.017359 + Penalty 5881.713689 = -20508825.303669
  nChanged 98
		SP:Iteration 37Q (3524.680000 sec): 3 clusters
  Score: Raw -20514746.558186 + Penalty 5881.713689 = -20508864.844496
  nChanged 66
		SP:Iteration 38Q (3525.070000 sec): 3 clusters
  Score: Raw -20514774.142902 + Penalty 5881.713689 = -20508892.429213
  nChanged 56
		SP:Iteration 39Q (3525.460000 sec): 3 clusters
  Score: Raw -20514796.193949 + Penalty 5881.713689 = -20508914.480260
  nChanged 40
		SP:Iteration 40F (3525.980000 sec): 3 clusters
  Score: Raw -20514810.658393 + Penalty 5881.713689 = -20508928.944704
  nChanged 29
		SP:Iteration 41Q (3526.370000 sec): 3 clusters
  Score: Raw -20514823.722664 + Penalty 5881.713689 = -20508942.008974
  nChanged 32
		SP:Iteration 42Q (3526.760000 sec): 3 clusters
  Score: Raw -20514836.950547 + Penalty 5881.713689 = -20508955.236858
  nChanged 26
		SP:Iteration 43Q (3527.140000 sec): 3 clusters
  Score: Raw -20514846.077998 + Penalty 5881.713689 = -20508964.364309
  nChanged 20
		SP:Iteration 44Q (3527.530000 sec): 3 clusters
  Score: Raw -20514852.972603 + Penalty 5881.713689 = -20508971.258914
  nChanged 19
		SP:Iteration 45Q (3527.920000 sec): 3 clusters
  Score: Raw -20514858.463965 + Penalty 5881.713689 = -20508976.750276
  nChanged 15
		SP:Iteration 46Q (3528.310000 sec): 3 clusters
  Score: Raw -20514862.104514 + Penalty 5881.713689 = -20508980.390824
  nChanged 11
		SP:Iteration 47Q (3528.690000 sec): 3 clusters
  Score: Raw -20514865.782674 + Penalty 5881.713689 = -20508984.068984
  nChanged 6
		SP:Iteration 48Q (3529.080000 sec): 3 clusters
  Score: Raw -20514867.375164 + Penalty 5881.713689 = -20508985.661474
  nChanged 2
		SP:Iteration 49Q (3529.460000 sec): 3 clusters
  Score: Raw -20514867.892136 + Penalty 5881.713689 = -20508986.178447
  nChanged 1
		SP:Iteration 50Q (3529.850000 sec): 3 clusters
  Score: Raw -20514868.137742 + Penalty 5881.713689 = -20508986.424053
  nChanged 0
		SP:Iteration 51F (3530.380000 sec): 3 clusters
  Score: Raw -20514868.137742 + Penalty 5881.713689 = -20508986.424053
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3530.440000 sec): 2 clusters
  Score: Raw -19667.259116 + Penalty 1308.972435 = -18358.286681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3530.440000 sec): 3 clusters
  Score: Raw -20091.676471 + Penalty 2617.944871 = -17473.731600
  nChanged 28
		SP:Iteration 1F (3530.440000 sec): 3 clusters
  Score: Raw -20337.807188 + Penalty 2617.944871 = -17719.862317
  nChanged 4
		SP:Iteration 2Q (3530.450000 sec): 3 clusters
  Score: Raw -20373.386797 + Penalty 2617.944871 = -17755.441927
  nChanged 3
		SP:Iteration 3Q (3530.450000 sec): 3 clusters
  Score: Raw -20391.913147 + Penalty 2617.944871 = -17773.968276
  nChanged 4
		SP:Iteration 4Q (3530.450000 sec): 3 clusters
  Score: Raw -20424.397190 + Penalty 2617.944871 = -17806.452319
  nChanged 3
		SP:Iteration 5Q (3530.450000 sec): 3 clusters
  Score: Raw -20441.739449 + Penalty 2617.944871 = -17823.794578
  nChanged 0
		SP:Iteration 6F (3530.450000 sec): 3 clusters
  Score: Raw -20441.739449 + Penalty 2617.944871 = -17823.794578
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 29 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3530.450000 sec): 2 clusters
  Score: Raw -74196.170923 + Penalty 1539.730326 = -72656.440597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3530.460000 sec): 3 clusters
  Score: Raw -74209.912601 + Penalty 3079.460653 = -71130.451948
  nChanged 85
		SP:Iteration 1F (3530.460000 sec): 3 clusters
  Score: Raw -74369.226895 + Penalty 3079.460653 = -71289.766242
  nChanged 27
		SP:Iteration 2F (3530.460000 sec): 3 clusters
  Score: Raw -74437.179510 + Penalty 3079.460653 = -71357.718857
  nChanged 8
		SP:Iteration 3Q (3530.460000 sec): 3 clusters
  Score: Raw -74453.054988 + Penalty 3079.460653 = -71373.594335
  nChanged 4
		SP:Iteration 4Q (3530.460000 sec): 3 clusters
  Score: Raw -74461.668240 + Penalty 3079.460653 = -71382.207587
  nChanged 3
		SP:Iteration 5Q (3530.460000 sec): 3 clusters
  Score: Raw -74469.123965 + Penalty 3079.460653 = -71389.663312
  nChanged 1
		SP:Iteration 6Q (3530.470000 sec): 3 clusters
  Score: Raw -74471.675923 + Penalty 3079.460653 = -71392.215270
  nChanged 1
		SP:Iteration 7Q (3530.470000 sec): 3 clusters
  Score: Raw -74477.366493 + Penalty 3079.460653 = -71397.905840
  nChanged 0
		SP:Iteration 8F (3530.470000 sec): 3 clusters
  Score: Raw -74477.366493 + Penalty 3079.460653 = -71397.905840
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 30 (34695 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3530.590000 sec): 2 clusters
  Score: Raw -5302275.673162 + Penalty 2592.679014 = -5299682.994148
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3530.720000 sec): 3 clusters
  Score: Raw -5281080.537917 + Penalty 5185.358028 = -5275895.179889
  nChanged 15833
		SP:Iteration 1F (3530.850000 sec): 3 clusters
  Score: Raw -5289605.054523 + Penalty 5185.358028 = -5284419.696495
  nChanged 1498
		SP:Iteration 2Q (3530.980000 sec): 3 clusters
  Score: Raw -5290033.516488 + Penalty 5185.358028 = -5284848.158460
  nChanged 1328
		SP:Iteration 3Q (3531.110000 sec): 3 clusters
  Score: Raw -5290394.345954 + Penalty 5185.358028 = -5285208.987926
  nChanged 1200
		SP:Iteration 4Q (3531.240000 sec): 3 clusters
  Score: Raw -5290690.631876 + Penalty 5185.358028 = -5285505.273848
  nChanged 1092
		SP:Iteration 5Q (3531.380000 sec): 3 clusters
  Score: Raw -5290987.767394 + Penalty 5185.358028 = -5285802.409366
  nChanged 1113
		SP:Iteration 6Q (3531.510000 sec): 3 clusters
  Score: Raw -5291327.941811 + Penalty 5185.358028 = -5286142.583783
  nChanged 1233
		SP:Iteration 7Q (3531.640000 sec): 3 clusters
  Score: Raw -5291771.889296 + Penalty 5185.358028 = -5286586.531268
  nChanged 1388
		SP:Iteration 8Q (3531.770000 sec): 3 clusters
  Score: Raw -5292368.214368 + Penalty 5185.358028 = -5287182.856340
  nChanged 1622
		SP:Iteration 9Q (3531.900000 sec): 3 clusters
  Score: Raw -5293235.803337 + Penalty 5185.358028 = -5288050.445308
  nChanged 1900
		SP:Iteration 10F (3532.030000 sec): 3 clusters
  Score: Raw -5294459.978135 + Penalty 5185.358028 = -5289274.620107
  nChanged 2039
		SP:Iteration 11F (3532.160000 sec): 3 clusters
  Score: Raw -5295982.782609 + Penalty 5185.358028 = -5290797.424581
  nChanged 1899
		SP:Iteration 12F (3532.290000 sec): 3 clusters
  Score: Raw -5297542.340043 + Penalty 5185.358028 = -5292356.982015
  nChanged 1662
		SP:Iteration 13Q (3532.420000 sec): 3 clusters
  Score: Raw -5298888.093056 + Penalty 5185.358028 = -5293702.735028
  nChanged 1244
		SP:Iteration 14Q (3532.540000 sec): 3 clusters
  Score: Raw -5299812.803894 + Penalty 5185.358028 = -5294627.445866
  nChanged 879
		SP:Iteration 15Q (3532.660000 sec): 3 clusters
  Score: Raw -5300378.049804 + Penalty 5185.358028 = -5295192.691776
  nChanged 621
		SP:Iteration 16Q (3532.770000 sec): 3 clusters
  Score: Raw -5300721.141142 + Penalty 5185.358028 = -5295535.783114
  nChanged 475
		SP:Iteration 17Q (3532.880000 sec): 3 clusters
  Score: Raw -5300972.718495 + Penalty 5185.358028 = -5295787.360467
  nChanged 402
		SP:Iteration 18Q (3532.990000 sec): 3 clusters
  Score: Raw -5301175.075351 + Penalty 5185.358028 = -5295989.717323
  nChanged 352
		SP:Iteration 19Q (3533.100000 sec): 3 clusters
  Score: Raw -5301351.201143 + Penalty 5185.358028 = -5296165.843115
  nChanged 312
		SP:Iteration 20F (3533.230000 sec): 3 clusters
  Score: Raw -5301505.894105 + Penalty 5185.358028 = -5296320.536077
  nChanged 278
		SP:Iteration 21Q (3533.330000 sec): 3 clusters
  Score: Raw -5301638.485768 + Penalty 5185.358028 = -5296453.127740
  nChanged 256
		SP:Iteration 22Q (3533.440000 sec): 3 clusters
  Score: Raw -5301757.279619 + Penalty 5185.358028 = -5296571.921591
  nChanged 222
		SP:Iteration 23Q (3533.540000 sec): 3 clusters
  Score: Raw -5301854.695941 + Penalty 5185.358028 = -5296669.337913
  nChanged 174
		SP:Iteration 24Q (3533.640000 sec): 3 clusters
  Score: Raw -5301926.009631 + Penalty 5185.358028 = -5296740.651603
  nChanged 165
		SP:Iteration 25Q (3533.740000 sec): 3 clusters
  Score: Raw -5301990.920446 + Penalty 5185.358028 = -5296805.562417
  nChanged 143
		SP:Iteration 26Q (3533.840000 sec): 3 clusters
  Score: Raw -5302049.007248 + Penalty 5185.358028 = -5296863.649219
  nChanged 125
		SP:Iteration 27Q (3533.940000 sec): 3 clusters
  Score: Raw -5302100.932947 + Penalty 5185.358028 = -5296915.574919
  nChanged 139
		SP:Iteration 28Q (3534.040000 sec): 3 clusters
  Score: Raw -5302157.863930 + Penalty 5185.358028 = -5296972.505902
  nChanged 116
		SP:Iteration 29Q (3534.140000 sec): 3 clusters
  Score: Raw -5302207.046509 + Penalty 5185.358028 = -5297021.688481
  nChanged 111
		SP:Iteration 30Q (3534.230000 sec): 3 clusters
  Score: Raw -5302253.344998 + Penalty 5185.358028 = -5297067.986969
  nChanged 94
		SP:Iteration 31Q (3534.330000 sec): 3 clusters
  Score: Raw -5302298.066997 + Penalty 5185.358028 = -5297112.708969
  nChanged 78
		SP:Iteration 32Q (3534.420000 sec): 3 clusters
  Score: Raw -5302334.416698 + Penalty 5185.358028 = -5297149.058670
  nChanged 70
		SP:Iteration 33Q (3534.520000 sec): 3 clusters
  Score: Raw -5302361.577179 + Penalty 5185.358028 = -5297176.219151
  nChanged 49
		SP:Iteration 34Q (3534.610000 sec): 3 clusters
  Score: Raw -5302378.524121 + Penalty 5185.358028 = -5297193.166093
  nChanged 42
		SP:Iteration 35Q (3534.710000 sec): 3 clusters
  Score: Raw -5302394.413495 + Penalty 5185.358028 = -5297209.055467
  nChanged 41
		SP:Iteration 36Q (3534.800000 sec): 3 clusters
  Score: Raw -5302407.759544 + Penalty 5185.358028 = -5297222.401516
  nChanged 39
		SP:Iteration 37Q (3534.900000 sec): 3 clusters
  Score: Raw -5302420.466317 + Penalty 5185.358028 = -5297235.108289
  nChanged 35
		SP:Iteration 38Q (3534.990000 sec): 3 clusters
  Score: Raw -5302434.636049 + Penalty 5185.358028 = -5297249.278020
  nChanged 28
		SP:Iteration 39Q (3535.080000 sec): 3 clusters
  Score: Raw -5302442.297099 + Penalty 5185.358028 = -5297256.939071
  nChanged 19
		SP:Iteration 40F (3535.220000 sec): 3 clusters
  Score: Raw -5302447.714029 + Penalty 5185.358028 = -5297262.356001
  nChanged 19
		SP:Iteration 41Q (3535.310000 sec): 3 clusters
  Score: Raw -5302455.046277 + Penalty 5185.358028 = -5297269.688249
  nChanged 17
		SP:Iteration 42Q (3535.400000 sec): 3 clusters
  Score: Raw -5302460.548768 + Penalty 5185.358028 = -5297275.190740
  nChanged 9
		SP:Iteration 43Q (3535.490000 sec): 3 clusters
  Score: Raw -5302462.893175 + Penalty 5185.358028 = -5297277.535147
  nChanged 7
		SP:Iteration 44Q (3535.580000 sec): 3 clusters
  Score: Raw -5302465.594413 + Penalty 5185.358028 = -5297280.236385
  nChanged 7
		SP:Iteration 45Q (3535.680000 sec): 3 clusters
  Score: Raw -5302467.897662 + Penalty 5185.358028 = -5297282.539634
  nChanged 10
		SP:Iteration 46Q (3535.770000 sec): 3 clusters
  Score: Raw -5302471.491277 + Penalty 5185.358028 = -5297286.133249
  nChanged 7
		SP:Iteration 47Q (3535.860000 sec): 3 clusters
  Score: Raw -5302474.048541 + Penalty 5185.358028 = -5297288.690513
  nChanged 9
		SP:Iteration 48Q (3535.960000 sec): 3 clusters
  Score: Raw -5302477.310720 + Penalty 5185.358028 = -5297291.952692
  nChanged 8
		SP:Iteration 49Q (3536.050000 sec): 3 clusters
  Score: Raw -5302480.001315 + Penalty 5185.358028 = -5297294.643287
  nChanged 11
		SP:Iteration 50Q (3536.140000 sec): 3 clusters
  Score: Raw -5302484.136188 + Penalty 5185.358028 = -5297298.778160
  nChanged 8
		SP:Iteration 51Q (3536.240000 sec): 3 clusters
  Score: Raw -5302487.462207 + Penalty 5185.358028 = -5297302.104178
  nChanged 9
		SP:Iteration 52Q (3536.330000 sec): 3 clusters
  Score: Raw -5302490.089422 + Penalty 5185.358028 = -5297304.731394
  nChanged 6
		SP:Iteration 53Q (3536.420000 sec): 3 clusters
  Score: Raw -5302492.082266 + Penalty 5185.358028 = -5297306.724238
  nChanged 5
		SP:Iteration 54Q (3536.520000 sec): 3 clusters
  Score: Raw -5302493.684020 + Penalty 5185.358028 = -5297308.325992
  nChanged 3
		SP:Iteration 55Q (3536.610000 sec): 3 clusters
  Score: Raw -5302494.820241 + Penalty 5185.358028 = -5297309.462213
  nChanged 5
		SP:Iteration 56Q (3536.700000 sec): 3 clusters
  Score: Raw -5302496.561306 + Penalty 5185.358028 = -5297311.203278
  nChanged 5
		SP:Iteration 57Q (3536.790000 sec): 3 clusters
  Score: Raw -5302498.489650 + Penalty 5185.358028 = -5297313.131622
  nChanged 3
		SP:Iteration 58Q (3536.890000 sec): 3 clusters
  Score: Raw -5302499.019902 + Penalty 5185.358028 = -5297313.661874
  nChanged 0
		SP:Iteration 59F (3537.010000 sec): 3 clusters
  Score: Raw -5302499.019902 + Penalty 5185.358028 = -5297313.661874
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 31 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3537.030000 sec): 2 clusters
  Score: Raw -27088.895071 + Penalty 1372.280593 = -25716.614478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3537.030000 sec): 3 clusters
  Score: Raw -27333.630637 + Penalty 2744.561186 = -24589.069450
  nChanged 41
		SP:Iteration 1F (3537.030000 sec): 3 clusters
  Score: Raw -27490.930305 + Penalty 2744.561186 = -24746.369119
  nChanged 10
		SP:Iteration 2Q (3537.030000 sec): 3 clusters
  Score: Raw -27521.541848 + Penalty 2744.561186 = -24776.980661
  nChanged 2
		SP:Iteration 3Q (3537.030000 sec): 3 clusters
  Score: Raw -27529.778460 + Penalty 2744.561186 = -24785.217273
  nChanged 2
		SP:Iteration 4Q (3537.040000 sec): 3 clusters
  Score: Raw -27544.897538 + Penalty 2744.561186 = -24800.336352
  nChanged 5
		SP:Iteration 5Q (3537.040000 sec): 3 clusters
  Score: Raw -27574.484047 + Penalty 2744.561186 = -24829.922860
  nChanged 4
		SP:Iteration 6Q (3537.040000 sec): 3 clusters
  Score: Raw -27590.651455 + Penalty 2744.561186 = -24846.090268
  nChanged 0
		SP:Iteration 7F (3537.040000 sec): 3 clusters
  Score: Raw -27590.651455 + Penalty 2744.561186 = -24846.090268
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 32 (721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3537.040000 sec): 2 clusters
  Score: Raw -92353.119768 + Penalty 1631.998506 = -90721.121262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3537.040000 sec): 3 clusters
  Score: Raw -92281.274667 + Penalty 3263.997012 = -89017.277655
  nChanged 176
		SP:Iteration 1F (3537.050000 sec): 3 clusters
  Score: Raw -92607.174715 + Penalty 3263.997012 = -89343.177703
  nChanged 73
		SP:Iteration 2F (3537.050000 sec): 3 clusters
  Score: Raw -92840.009766 + Penalty 3263.997012 = -89576.012754
  nChanged 50
		SP:Iteration 3F (3537.050000 sec): 3 clusters
  Score: Raw -93085.582871 + Penalty 3263.997012 = -89821.585858
  nChanged 41
		SP:Iteration 4F (3537.060000 sec): 3 clusters
  Score: Raw -93250.997706 + Penalty 3263.997012 = -89987.000694
  nChanged 33
		SP:Iteration 5Q (3537.060000 sec): 3 clusters
  Score: Raw -93370.370722 + Penalty 3263.997012 = -90106.373710
  nChanged 30
		SP:Iteration 6Q (3537.060000 sec): 3 clusters
  Score: Raw -93474.642209 + Penalty 3263.997012 = -90210.645197
  nChanged 28
		SP:Iteration 7Q (3537.060000 sec): 3 clusters
  Score: Raw -93552.869426 + Penalty 3263.997012 = -90288.872414
  nChanged 17
		SP:Iteration 8Q (3537.060000 sec): 3 clusters
  Score: Raw -93603.339675 + Penalty 3263.997012 = -90339.342663
  nChanged 13
		SP:Iteration 9Q (3537.070000 sec): 3 clusters
  Score: Raw -93637.550941 + Penalty 3263.997012 = -90373.553929
  nChanged 8
		SP:Iteration 10Q (3537.070000 sec): 3 clusters
  Score: Raw -93674.454696 + Penalty 3263.997012 = -90410.457684
  nChanged 8
		SP:Iteration 11Q (3537.070000 sec): 3 clusters
  Score: Raw -93715.796418 + Penalty 3263.997012 = -90451.799406
  nChanged 5
		SP:Iteration 12Q (3537.070000 sec): 3 clusters
  Score: Raw -93747.674826 + Penalty 3263.997012 = -90483.677814
  nChanged 2
		SP:Iteration 13Q (3537.080000 sec): 3 clusters
  Score: Raw -93753.771000 + Penalty 3263.997012 = -90489.773988
  nChanged 1
		SP:Iteration 14Q (3537.080000 sec): 3 clusters
  Score: Raw -93754.785939 + Penalty 3263.997012 = -90490.788927
  nChanged 0
		SP:Iteration 15F (3537.080000 sec): 3 clusters
  Score: Raw -93755.784869 + Penalty 3263.997012 = -90491.787857
  nChanged 1
		SP:Iteration 16Q (3537.080000 sec): 3 clusters
  Score: Raw -93759.701623 + Penalty 3263.997012 = -90495.704611
  nChanged 3
		SP:Iteration 17Q (3537.080000 sec): 3 clusters
  Score: Raw -93766.862521 + Penalty 3263.997012 = -90502.865509
  nChanged 2
		SP:Iteration 18Q (3537.080000 sec): 3 clusters
  Score: Raw -93776.144783 + Penalty 3263.997012 = -90512.147771
  nChanged 2
		SP:Iteration 19Q (3537.090000 sec): 3 clusters
  Score: Raw -93782.312505 + Penalty 3263.997012 = -90518.315493
  nChanged 1
		SP:Iteration 20F (3537.090000 sec): 3 clusters
  Score: Raw -93783.375573 + Penalty 3263.997012 = -90519.378561
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 33 (193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3537.090000 sec): 2 clusters
  Score: Raw -25068.601729 + Penalty 1305.147167 = -23763.454562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3537.100000 sec): 3 clusters
  Score: Raw -25470.422259 + Penalty 2610.294334 = -22860.127925
  nChanged 13
		SP:Iteration 1F (3537.100000 sec): 3 clusters
  Score: Raw -25538.274646 + Penalty 2610.294334 = -22927.980312
  nChanged 4
		SP:Iteration 2Q (3537.100000 sec): 3 clusters
  Score: Raw -25584.555245 + Penalty 2610.294334 = -22974.260911
  nChanged 4
		SP:Iteration 3Q (3537.100000 sec): 3 clusters
  Score: Raw -25625.076853 + Penalty 2610.294334 = -23014.782519
  nChanged 1
		SP:Iteration 4Q (3537.100000 sec): 3 clusters
  Score: Raw -25685.081635 + Penalty 2610.294334 = -23074.787301
  nChanged 4
		SP:Iteration 5Q (3537.100000 sec): 3 clusters
  Score: Raw -25701.019707 + Penalty 2610.294334 = -23090.725373
  nChanged 1
		SP:Iteration 6Q (3537.100000 sec): 3 clusters
  Score: Raw -25703.245500 + Penalty 2610.294334 = -23092.951166
  nChanged 0
		SP:Iteration 7F (3537.100000 sec): 3 clusters
  Score: Raw -25703.245500 + Penalty 2610.294334 = -23092.951166
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 34 (932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3537.100000 sec): 2 clusters
  Score: Raw -123633.679705 + Penalty 1695.658538 = -121938.021167
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3537.110000 sec): 3 clusters
  Score: Raw -123492.657673 + Penalty 3391.317076 = -120101.340597
  nChanged 247
		SP:Iteration 1F (3537.110000 sec): 3 clusters
  Score: Raw -123801.991881 + Penalty 3391.317076 = -120410.674805
  nChanged 61
		SP:Iteration 2F (3537.120000 sec): 3 clusters
  Score: Raw -123897.388079 + Penalty 3391.317076 = -120506.071003
  nChanged 31
		SP:Iteration 3Q (3537.120000 sec): 3 clusters
  Score: Raw -123957.961341 + Penalty 3391.317076 = -120566.644265
  nChanged 19
		SP:Iteration 4Q (3537.120000 sec): 3 clusters
  Score: Raw -123994.147929 + Penalty 3391.317076 = -120602.830853
  nChanged 19
		SP:Iteration 5Q (3537.120000 sec): 3 clusters
  Score: Raw -124028.960445 + Penalty 3391.317076 = -120637.643369
  nChanged 19
		SP:Iteration 6Q (3537.130000 sec): 3 clusters
  Score: Raw -124059.524751 + Penalty 3391.317076 = -120668.207675
  nChanged 18
		SP:Iteration 7Q (3537.130000 sec): 3 clusters
  Score: Raw -124095.683267 + Penalty 3391.317076 = -120704.366191
  nChanged 20
		SP:Iteration 8Q (3537.140000 sec): 3 clusters
  Score: Raw -124139.169278 + Penalty 3391.317076 = -120747.852202
  nChanged 16
		SP:Iteration 9Q (3537.140000 sec): 3 clusters
  Score: Raw -124162.931164 + Penalty 3391.317076 = -120771.614088
  nChanged 5
		SP:Iteration 10Q (3537.140000 sec): 3 clusters
  Score: Raw -124171.090982 + Penalty 3391.317076 = -120779.773906
  nChanged 4
		SP:Iteration 11Q (3537.140000 sec): 3 clusters
  Score: Raw -124175.286646 + Penalty 3391.317076 = -120783.969570
  nChanged 3
		SP:Iteration 12Q (3537.150000 sec): 3 clusters
  Score: Raw -124181.001323 + Penalty 3391.317076 = -120789.684247
  nChanged 4
		SP:Iteration 13Q (3537.150000 sec): 3 clusters
  Score: Raw -124187.120986 + Penalty 3391.317076 = -120795.803910
  nChanged 3
		SP:Iteration 14Q (3537.160000 sec): 3 clusters
  Score: Raw -124189.823656 + Penalty 3391.317076 = -120798.506580
  nChanged 3
		SP:Iteration 15Q (3537.160000 sec): 3 clusters
  Score: Raw -124193.036608 + Penalty 3391.317076 = -120801.719532
  nChanged 2
		SP:Iteration 16Q (3537.160000 sec): 3 clusters
  Score: Raw -124195.704700 + Penalty 3391.317076 = -120804.387624
  nChanged 0
		SP:Iteration 17F (3537.160000 sec): 3 clusters
  Score: Raw -124195.704700 + Penalty 3391.317076 = -120804.387624
  nChanged 0
------ Evaluating fit on full set of 2436854 points ------
  Score: Raw -352816476.147072 + Penalty 124002.833727 = -352692473.313345
Time taken for this iteration:3611.960000 seconds.
 20->35 Clusters: Score -352692473.313345, best is 100000000000000005366162204393472.000000
THE BEST YET!


Starting from 21 clusters...
Memory request: 1.51 GB would take us to total of 6.05 GB.
------ Running on subset of 812284 points ------
	SP: Assigned 21 initial classes randomly.
Deleting Class 11 (5988 points): Lose 1050.762023 but Gain 3374.686117
Iteration 0F (3668.450000 sec): 20 clusters
  Score: Raw -109085892.983005 + Penalty 64119.036229 = -109021773.946777
  nChanged 771082
Iteration 1F (3689.230000 sec): 20 clusters
  Score: Raw -115494546.632043 + Penalty 64119.036229 = -115430427.595814
  nChanged 304128
Iteration 2F (3709.980000 sec): 20 clusters
  Score: Raw -116183551.210142 + Penalty 64119.036229 = -116119432.173913
  nChanged 228801
Iteration 3F (3730.720000 sec): 20 clusters
  Score: Raw -116652827.630807 + Penalty 64119.036229 = -116588708.594578
  nChanged 160119
Iteration 4F (3751.480000 sec): 20 clusters
  Score: Raw -116999749.253840 + Penalty 64119.036229 = -116935630.217611
  nChanged 111472
Iteration 5F (3772.200000 sec): 20 clusters
  Score: Raw -117118067.410929 + Penalty 64119.036229 = -117053948.374701
  nChanged 79079
Deleting Class 4 (2351 points): Lose 2385.924232 but Gain 3374.686117
Iteration 6F (3792.940000 sec): 19 clusters
  Score: Raw -117181740.343890 + Penalty 60744.350111 = -117120995.993779
  nChanged 62795
Iteration 7F (3812.610000 sec): 19 clusters
  Score: Raw -117234931.959242 + Penalty 60744.350111 = -117174187.609131
  nChanged 49806
Iteration 8F (3832.350000 sec): 19 clusters
  Score: Raw -117271437.928023 + Penalty 60744.350111 = -117210693.577911
  nChanged 43246
Iteration 9F (3852.010000 sec): 19 clusters
  Score: Raw -117303021.579595 + Penalty 60744.350111 = -117242277.229484
  nChanged 38409
Iteration 10Q (3860.010000 sec): 19 clusters
  Score: Raw -117333174.280454 + Penalty 60744.350111 = -117272429.930343
  nChanged 34840
Iteration 11Q (3867.720000 sec): 19 clusters
  Score: Raw -117358511.837457 + Penalty 60744.350111 = -117297767.487345
  nChanged 30747
Iteration 12Q (3875.190000 sec): 19 clusters
  Score: Raw -117377923.831248 + Penalty 60744.350111 = -117317179.481137
  nChanged 26382
Iteration 13Q (3882.480000 sec): 19 clusters
  Score: Raw -117393122.323123 + Penalty 60744.350111 = -117332377.973012
  nChanged 21900
Deleting Class 3 (2767 points): Lose 3014.816330 but Gain 3374.686117
Iteration 14Q (3889.610000 sec): 18 clusters
  Score: Raw -117400815.043603 + Penalty 57369.663994 = -117343445.379609
  nChanged 20698
Iteration 15Q (3896.450000 sec): 18 clusters
  Score: Raw -117412377.104331 + Penalty 57369.663994 = -117355007.440337
  nChanged 14967
Iteration 16Q (3903.120000 sec): 18 clusters
  Score: Raw -117417593.408585 + Penalty 57369.663994 = -117360223.744590
  nChanged 12302
Iteration 17Q (3909.660000 sec): 18 clusters
  Score: Raw -117421621.372208 + Penalty 57369.663994 = -117364251.708214
  nChanged 10955
Iteration 18Q (3916.150000 sec): 18 clusters
  Score: Raw -117425226.605719 + Penalty 57369.663994 = -117367856.941725
  nChanged 9873
Iteration 19Q (3922.570000 sec): 18 clusters
  Score: Raw -117428556.456671 + Penalty 57369.663994 = -117371186.792677
  nChanged 9018
Writing temp clu file 
Because OldScore, -117367856.941725, is greater than current (better) Score,-117371186.792677 
 Compute initial score before splitting:   Score: Raw -117428556.456671 + Penalty 57369.663994 = -117371186.792677
Memory request: 0.04 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (21153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3922.800000 sec): 2 clusters
  Score: Raw -3137695.558714 + Penalty 2469.965181 = -3135225.593534
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3922.880000 sec): 3 clusters
  Score: Raw -3125363.036610 + Penalty 4939.930361 = -3120423.106249
  nChanged 9309
		SP:Iteration 1F (3922.950000 sec): 3 clusters
  Score: Raw -3130496.869429 + Penalty 4939.930361 = -3125556.939068
  nChanged 1248
		SP:Iteration 2F (3923.030000 sec): 3 clusters
  Score: Raw -3131456.615789 + Penalty 4939.930361 = -3126516.685428
  nChanged 1570
		SP:Iteration 3F (3923.110000 sec): 3 clusters
  Score: Raw -3133189.981397 + Penalty 4939.930361 = -3128250.051036
  nChanged 2100
		SP:Iteration 4F (3923.190000 sec): 3 clusters
  Score: Raw -3135576.790171 + Penalty 4939.930361 = -3130636.859810
  nChanged 2139
		SP:Iteration 5F (3923.260000 sec): 3 clusters
  Score: Raw -3137831.982004 + Penalty 4939.930361 = -3132892.051643
  nChanged 1648
		SP:Iteration 6F (3923.340000 sec): 3 clusters
  Score: Raw -3139541.706689 + Penalty 4939.930361 = -3134601.776328
  nChanged 1046
		SP:Iteration 7Q (3923.410000 sec): 3 clusters
  Score: Raw -3140793.793308 + Penalty 4939.930361 = -3135853.862947
  nChanged 537
		SP:Iteration 8Q (3923.490000 sec): 3 clusters
  Score: Raw -3141455.521758 + Penalty 4939.930361 = -3136515.591397
  nChanged 314
		SP:Iteration 9Q (3923.550000 sec): 3 clusters
  Score: Raw -3141731.810220 + Penalty 4939.930361 = -3136791.879859
  nChanged 212
		SP:Iteration 10Q (3923.610000 sec): 3 clusters
  Score: Raw -3141866.887950 + Penalty 4939.930361 = -3136926.957589
  nChanged 118
		SP:Iteration 11Q (3923.670000 sec): 3 clusters
  Score: Raw -3141923.081663 + Penalty 4939.930361 = -3136983.151302
  nChanged 77
		SP:Iteration 12Q (3923.730000 sec): 3 clusters
  Score: Raw -3141947.264823 + Penalty 4939.930361 = -3137007.334462
  nChanged 54
		SP:Iteration 13Q (3923.790000 sec): 3 clusters
  Score: Raw -3141960.855829 + Penalty 4939.930361 = -3137020.925467
  nChanged 34
		SP:Iteration 14Q (3923.850000 sec): 3 clusters
  Score: Raw -3141969.385917 + Penalty 4939.930361 = -3137029.455556
  nChanged 17
		SP:Iteration 15Q (3923.910000 sec): 3 clusters
  Score: Raw -3141973.056437 + Penalty 4939.930361 = -3137033.126076
  nChanged 17
		SP:Iteration 16Q (3923.970000 sec): 3 clusters
  Score: Raw -3141976.395076 + Penalty 4939.930361 = -3137036.464715
  nChanged 8
		SP:Iteration 17Q (3924.020000 sec): 3 clusters
  Score: Raw -3141977.918611 + Penalty 4939.930361 = -3137037.988250
  nChanged 5
		SP:Iteration 18Q (3924.080000 sec): 3 clusters
  Score: Raw -3141979.015617 + Penalty 4939.930361 = -3137039.085256
  nChanged 3
		SP:Iteration 19Q (3924.140000 sec): 3 clusters
  Score: Raw -3141979.473123 + Penalty 4939.930361 = -3137039.542762
  nChanged 1
		SP:Iteration 20F (3924.210000 sec): 3 clusters
  Score: Raw -3141979.568230 + Penalty 4939.930361 = -3137039.637869
  nChanged 1
		SP:Iteration 21Q (3924.270000 sec): 3 clusters
  Score: Raw -3141979.688147 + Penalty 4939.930361 = -3137039.757786
  nChanged 1
		SP:Iteration 22Q (3924.330000 sec): 3 clusters
  Score: Raw -3141979.892906 + Penalty 4939.930361 = -3137039.962545
  nChanged 2
		SP:Iteration 23Q (3924.390000 sec): 3 clusters
  Score: Raw -3141980.241548 + Penalty 4939.930361 = -3137040.311187
  nChanged 4
		SP:Iteration 24Q (3924.450000 sec): 3 clusters
  Score: Raw -3141980.597460 + Penalty 4939.930361 = -3137040.667099
  nChanged 3
		SP:Iteration 25Q (3924.510000 sec): 3 clusters
  Score: Raw -3141980.884022 + Penalty 4939.930361 = -3137040.953661
  nChanged 0
		SP:Iteration 26F (3924.590000 sec): 3 clusters
  Score: Raw -3141980.884022 + Penalty 4939.930361 = -3137040.953661
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 3.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (2433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3924.610000 sec): 2 clusters
  Score: Raw -350604.632572 + Penalty 1933.626325 = -348671.006247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3924.620000 sec): 3 clusters
  Score: Raw -349598.721001 + Penalty 3867.252650 = -345731.468351
  nChanged 838
		SP:Iteration 1F (3924.630000 sec): 3 clusters
  Score: Raw -350134.405996 + Penalty 3867.252650 = -346267.153346
  nChanged 175
		SP:Iteration 2F (3924.630000 sec): 3 clusters
  Score: Raw -350273.665589 + Penalty 3867.252650 = -346406.412939
  nChanged 116
		SP:Iteration 3Q (3924.640000 sec): 3 clusters
  Score: Raw -350348.437756 + Penalty 3867.252650 = -346481.185106
  nChanged 59
		SP:Iteration 4Q (3924.650000 sec): 3 clusters
  Score: Raw -350389.296562 + Penalty 3867.252650 = -346522.043912
  nChanged 54
		SP:Iteration 5Q (3924.660000 sec): 3 clusters
  Score: Raw -350424.355866 + Penalty 3867.252650 = -346557.103216
  nChanged 37
		SP:Iteration 6Q (3924.670000 sec): 3 clusters
  Score: Raw -350447.502545 + Penalty 3867.252650 = -346580.249895
  nChanged 39
		SP:Iteration 7Q (3924.680000 sec): 3 clusters
  Score: Raw -350470.015501 + Penalty 3867.252650 = -346602.762851
  nChanged 27
		SP:Iteration 8Q (3924.690000 sec): 3 clusters
  Score: Raw -350486.525957 + Penalty 3867.252650 = -346619.273307
  nChanged 19
		SP:Iteration 9Q (3924.690000 sec): 3 clusters
  Score: Raw -350498.547507 + Penalty 3867.252650 = -346631.294857
  nChanged 17
		SP:Iteration 10Q (3924.710000 sec): 3 clusters
  Score: Raw -350511.090188 + Penalty 3867.252650 = -346643.837538
  nChanged 16
		SP:Iteration 11Q (3924.710000 sec): 3 clusters
  Score: Raw -350520.214105 + Penalty 3867.252650 = -346652.961455
  nChanged 16
		SP:Iteration 12Q (3924.720000 sec): 3 clusters
  Score: Raw -350528.914439 + Penalty 3867.252650 = -346661.661789
  nChanged 13
		SP:Iteration 13Q (3924.730000 sec): 3 clusters
  Score: Raw -350534.781174 + Penalty 3867.252650 = -346667.528524
  nChanged 4
		SP:Iteration 14Q (3924.740000 sec): 3 clusters
  Score: Raw -350537.170723 + Penalty 3867.252650 = -346669.918073
  nChanged 4
		SP:Iteration 15Q (3924.750000 sec): 3 clusters
  Score: Raw -350539.321297 + Penalty 3867.252650 = -346672.068647
  nChanged 3
		SP:Iteration 16Q (3924.760000 sec): 3 clusters
  Score: Raw -350540.839898 + Penalty 3867.252650 = -346673.587248
  nChanged 8
		SP:Iteration 17Q (3924.770000 sec): 3 clusters
  Score: Raw -350545.548326 + Penalty 3867.252650 = -346678.295676
  nChanged 6
		SP:Iteration 18Q (3924.770000 sec): 3 clusters
  Score: Raw -350549.797298 + Penalty 3867.252650 = -346682.544648
  nChanged 4
		SP:Iteration 19Q (3924.780000 sec): 3 clusters
  Score: Raw -350551.461596 + Penalty 3867.252650 = -346684.208946
  nChanged 2
		SP:Iteration 20F (3924.790000 sec): 3 clusters
  Score: Raw -350553.462818 + Penalty 3867.252650 = -346686.210168
  nChanged 6
		SP:Iteration 21Q (3924.800000 sec): 3 clusters
  Score: Raw -350557.943832 + Penalty 3867.252650 = -346690.691182
  nChanged 3
		SP:Iteration 22Q (3924.810000 sec): 3 clusters
  Score: Raw -350559.330020 + Penalty 3867.252650 = -346692.077370
  nChanged 0
		SP:Iteration 23F (3924.820000 sec): 3 clusters
  Score: Raw -350559.330020 + Penalty 3867.252650 = -346692.077370
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (11305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3924.860000 sec): 2 clusters
  Score: Raw -1545194.791189 + Penalty 2314.584095 = -1542880.207093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3924.900000 sec): 3 clusters
  Score: Raw -1539134.616360 + Penalty 4629.168191 = -1534505.448169
  nChanged 4744
		SP:Iteration 1F (3924.940000 sec): 3 clusters
  Score: Raw -1542109.244178 + Penalty 4629.168191 = -1537480.075987
  nChanged 983
		SP:Iteration 2F (3924.980000 sec): 3 clusters
  Score: Raw -1543033.078272 + Penalty 4629.168191 = -1538403.910081
  nChanged 980
		SP:Iteration 3F (3925.020000 sec): 3 clusters
  Score: Raw -1544341.330750 + Penalty 4629.168191 = -1539712.162559
  nChanged 1003
		SP:Iteration 4F (3925.060000 sec): 3 clusters
  Score: Raw -1545813.454198 + Penalty 4629.168191 = -1541184.286007
  nChanged 983
		SP:Iteration 5F (3925.100000 sec): 3 clusters
  Score: Raw -1547201.989752 + Penalty 4629.168191 = -1542572.821561
  nChanged 816
		SP:Iteration 6F (3925.150000 sec): 3 clusters
  Score: Raw -1548180.733891 + Penalty 4629.168191 = -1543551.565700
  nChanged 597
		SP:Iteration 7F (3925.190000 sec): 3 clusters
  Score: Raw -1548894.735745 + Penalty 4629.168191 = -1544265.567555
  nChanged 480
		SP:Iteration 8Q (3925.220000 sec): 3 clusters
  Score: Raw -1549601.830993 + Penalty 4629.168191 = -1544972.662802
  nChanged 363
		SP:Iteration 9Q (3925.260000 sec): 3 clusters
  Score: Raw -1550249.008583 + Penalty 4629.168191 = -1545619.840392
  nChanged 320
		SP:Iteration 10Q (3925.290000 sec): 3 clusters
  Score: Raw -1551112.739429 + Penalty 4629.168191 = -1546483.571238
  nChanged 269
		SP:Iteration 11Q (3925.320000 sec): 3 clusters
  Score: Raw -1551630.118027 + Penalty 4629.168191 = -1547000.949837
  nChanged 166
		SP:Iteration 12Q (3925.350000 sec): 3 clusters
  Score: Raw -1551855.959885 + Penalty 4629.168191 = -1547226.791695
  nChanged 131
		SP:Iteration 13Q (3925.390000 sec): 3 clusters
  Score: Raw -1551968.879562 + Penalty 4629.168191 = -1547339.711372
  nChanged 100
		SP:Iteration 14Q (3925.420000 sec): 3 clusters
  Score: Raw -1552036.060768 + Penalty 4629.168191 = -1547406.892578
  nChanged 62
		SP:Iteration 15Q (3925.450000 sec): 3 clusters
  Score: Raw -1552065.873358 + Penalty 4629.168191 = -1547436.705167
  nChanged 54
		SP:Iteration 16Q (3925.480000 sec): 3 clusters
  Score: Raw -1552088.637097 + Penalty 4629.168191 = -1547459.468907
  nChanged 37
		SP:Iteration 17Q (3925.510000 sec): 3 clusters
  Score: Raw -1552103.864581 + Penalty 4629.168191 = -1547474.696391
  nChanged 27
		SP:Iteration 18Q (3925.540000 sec): 3 clusters
  Score: Raw -1552114.496794 + Penalty 4629.168191 = -1547485.328603
  nChanged 25
		SP:Iteration 19Q (3925.570000 sec): 3 clusters
  Score: Raw -1552122.178162 + Penalty 4629.168191 = -1547493.009971
  nChanged 18
		SP:Iteration 20F (3925.610000 sec): 3 clusters
  Score: Raw -1552130.014371 + Penalty 4629.168191 = -1547500.846181
  nChanged 15
		SP:Iteration 21Q (3925.640000 sec): 3 clusters
  Score: Raw -1552135.581058 + Penalty 4629.168191 = -1547506.412868
  nChanged 20
		SP:Iteration 22Q (3925.670000 sec): 3 clusters
  Score: Raw -1552142.409500 + Penalty 4629.168191 = -1547513.241310
  nChanged 14
		SP:Iteration 23Q (3925.710000 sec): 3 clusters
  Score: Raw -1552147.050683 + Penalty 4629.168191 = -1547517.882492
  nChanged 11
		SP:Iteration 24Q (3925.740000 sec): 3 clusters
  Score: Raw -1552151.598726 + Penalty 4629.168191 = -1547522.430535
  nChanged 11
		SP:Iteration 25Q (3925.770000 sec): 3 clusters
  Score: Raw -1552155.063298 + Penalty 4629.168191 = -1547525.895108
  nChanged 11
		SP:Iteration 26Q (3925.800000 sec): 3 clusters
  Score: Raw -1552157.775017 + Penalty 4629.168191 = -1547528.606826
  nChanged 6
		SP:Iteration 27Q (3925.830000 sec): 3 clusters
  Score: Raw -1552159.158704 + Penalty 4629.168191 = -1547529.990513
  nChanged 4
		SP:Iteration 28Q (3925.860000 sec): 3 clusters
  Score: Raw -1552160.327267 + Penalty 4629.168191 = -1547531.159076
  nChanged 3
		SP:Iteration 29Q (3925.890000 sec): 3 clusters
  Score: Raw -1552161.134544 + Penalty 4629.168191 = -1547531.966353
  nChanged 3
		SP:Iteration 30Q (3925.920000 sec): 3 clusters
  Score: Raw -1552161.616666 + Penalty 4629.168191 = -1547532.448475
  nChanged 1
		SP:Iteration 31Q (3925.950000 sec): 3 clusters
  Score: Raw -1552161.805579 + Penalty 4629.168191 = -1547532.637388
  nChanged 1
		SP:Iteration 32Q (3925.990000 sec): 3 clusters
  Score: Raw -1552161.998404 + Penalty 4629.168191 = -1547532.830213
  nChanged 1
		SP:Iteration 33Q (3926.020000 sec): 3 clusters
  Score: Raw -1552162.207362 + Penalty 4629.168191 = -1547533.039171
  nChanged 0
		SP:Iteration 34F (3926.060000 sec): 3 clusters
  Score: Raw -1552162.207362 + Penalty 4629.168191 = -1547533.039171
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 4.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (1994 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3926.070000 sec): 2 clusters
  Score: Raw -290417.995594 + Penalty 1884.278692 = -288533.716902
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3926.080000 sec): 3 clusters
  Score: Raw -289704.921080 + Penalty 3768.557383 = -285936.363697
  nChanged 618
		SP:Iteration 1F (3926.090000 sec): 3 clusters
  Score: Raw -290382.311142 + Penalty 3768.557383 = -286613.753758
  nChanged 196
		SP:Iteration 2F (3926.090000 sec): 3 clusters
  Score: Raw -290658.531001 + Penalty 3768.557383 = -286889.973618
  nChanged 134
		SP:Iteration 3F (3926.100000 sec): 3 clusters
  Score: Raw -290858.496903 + Penalty 3768.557383 = -287089.939519
  nChanged 113
		SP:Iteration 4F (3926.110000 sec): 3 clusters
  Score: Raw -291089.604171 + Penalty 3768.557383 = -287321.046787
  nChanged 96
		SP:Iteration 5Q (3926.110000 sec): 3 clusters
  Score: Raw -291398.908665 + Penalty 3768.557383 = -287630.351281
  nChanged 98
		SP:Iteration 6Q (3926.120000 sec): 3 clusters
  Score: Raw -291745.237282 + Penalty 3768.557383 = -287976.679899
  nChanged 96
		SP:Iteration 7Q (3926.130000 sec): 3 clusters
  Score: Raw -291948.855219 + Penalty 3768.557383 = -288180.297836
  nChanged 88
		SP:Iteration 8Q (3926.130000 sec): 3 clusters
  Score: Raw -292118.307779 + Penalty 3768.557383 = -288349.750395
  nChanged 76
		SP:Iteration 9Q (3926.140000 sec): 3 clusters
  Score: Raw -292264.368054 + Penalty 3768.557383 = -288495.810670
  nChanged 71
		SP:Iteration 10Q (3926.150000 sec): 3 clusters
  Score: Raw -292510.110058 + Penalty 3768.557383 = -288741.552674
  nChanged 80
		SP:Iteration 11Q (3926.150000 sec): 3 clusters
  Score: Raw -292807.047354 + Penalty 3768.557383 = -289038.489971
  nChanged 60
		SP:Iteration 12Q (3926.160000 sec): 3 clusters
  Score: Raw -292935.197256 + Penalty 3768.557383 = -289166.639873
  nChanged 53
		SP:Iteration 13Q (3926.160000 sec): 3 clusters
  Score: Raw -293018.739800 + Penalty 3768.557383 = -289250.182416
  nChanged 38
		SP:Iteration 14Q (3926.170000 sec): 3 clusters
  Score: Raw -293095.324866 + Penalty 3768.557383 = -289326.767483
  nChanged 33
		SP:Iteration 15Q (3926.170000 sec): 3 clusters
  Score: Raw -293159.044356 + Penalty 3768.557383 = -289390.486973
  nChanged 24
		SP:Iteration 16Q (3926.180000 sec): 3 clusters
  Score: Raw -293195.541739 + Penalty 3768.557383 = -289426.984355
  nChanged 13
		SP:Iteration 17Q (3926.190000 sec): 3 clusters
  Score: Raw -293212.225001 + Penalty 3768.557383 = -289443.667618
  nChanged 6
		SP:Iteration 18Q (3926.190000 sec): 3 clusters
  Score: Raw -293218.902039 + Penalty 3768.557383 = -289450.344656
  nChanged 3
		SP:Iteration 19Q (3926.190000 sec): 3 clusters
  Score: Raw -293220.763216 + Penalty 3768.557383 = -289452.205833
  nChanged 1
		SP:Iteration 20F (3926.200000 sec): 3 clusters
  Score: Raw -293221.428461 + Penalty 3768.557383 = -289452.871078
  nChanged 2
		SP:Iteration 21Q (3926.210000 sec): 3 clusters
  Score: Raw -293222.916853 + Penalty 3768.557383 = -289454.359469
  nChanged 1
		SP:Iteration 22Q (3926.210000 sec): 3 clusters
  Score: Raw -293223.377728 + Penalty 3768.557383 = -289454.820344
  nChanged 1
		SP:Iteration 23Q (3926.220000 sec): 3 clusters
  Score: Raw -293224.948761 + Penalty 3768.557383 = -289456.391377
  nChanged 1
		SP:Iteration 24Q (3926.220000 sec): 3 clusters
  Score: Raw -293225.860814 + Penalty 3768.557383 = -289457.303431
  nChanged 0
		SP:Iteration 25F (3926.230000 sec): 3 clusters
  Score: Raw -293225.860814 + Penalty 3768.557383 = -289457.303431
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 11.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (3781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3926.250000 sec): 2 clusters
  Score: Raw -380112.960133 + Penalty 2042.960463 = -378069.999669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3926.260000 sec): 3 clusters
  Score: Raw -379860.370215 + Penalty 4085.920927 = -375774.449288
  nChanged 1634
		SP:Iteration 1F (3926.270000 sec): 3 clusters
  Score: Raw -394246.494726 + Penalty 4085.920927 = -390160.573799
  nChanged 615
		SP:Iteration 2F (3926.290000 sec): 3 clusters
  Score: Raw -400806.945924 + Penalty 4085.920927 = -396721.024998
  nChanged 135
		SP:Iteration 3Q (3926.300000 sec): 3 clusters
  Score: Raw -402776.340619 + Penalty 4085.920927 = -398690.419692
  nChanged 54
		SP:Iteration 4Q (3926.310000 sec): 3 clusters
  Score: Raw -404124.907882 + Penalty 4085.920927 = -400038.986955
  nChanged 34
		SP:Iteration 5Q (3926.320000 sec): 3 clusters
  Score: Raw -405967.125493 + Penalty 4085.920927 = -401881.204566
  nChanged 20
		SP:Iteration 6Q (3926.330000 sec): 3 clusters
  Score: Raw -406505.659156 + Penalty 4085.920927 = -402419.738229
  nChanged 8
		SP:Iteration 7Q (3926.330000 sec): 3 clusters
  Score: Raw -406526.034443 + Penalty 4085.920927 = -402440.113516
  nChanged 0
		SP:Iteration 8F (3926.350000 sec): 3 clusters
  Score: Raw -406622.108279 + Penalty 4085.920927 = -402536.187352
  nChanged 12
		SP:Iteration 9Q (3926.360000 sec): 3 clusters
  Score: Raw -406788.670156 + Penalty 4085.920927 = -402702.749229
  nChanged 14
		SP:Iteration 10Q (3926.370000 sec): 3 clusters
  Score: Raw -406919.347105 + Penalty 4085.920927 = -402833.426178
  nChanged 7
		SP:Iteration 11Q (3926.380000 sec): 3 clusters
  Score: Raw -406958.858937 + Penalty 4085.920927 = -402872.938011
  nChanged 8
		SP:Iteration 12Q (3926.390000 sec): 3 clusters
  Score: Raw -406980.910827 + Penalty 4085.920927 = -402894.989901
  nChanged 4
		SP:Iteration 13Q (3926.390000 sec): 3 clusters
  Score: Raw -407008.356263 + Penalty 4085.920927 = -402922.435336
  nChanged 5
		SP:Iteration 14Q (3926.410000 sec): 3 clusters
  Score: Raw -407031.390313 + Penalty 4085.920927 = -402945.469386
  nChanged 5
		SP:Iteration 15Q (3926.410000 sec): 3 clusters
  Score: Raw -407071.609596 + Penalty 4085.920927 = -402985.688669
  nChanged 4
		SP:Iteration 16Q (3926.420000 sec): 3 clusters
  Score: Raw -407100.355575 + Penalty 4085.920927 = -403014.434648
  nChanged 5
		SP:Iteration 17Q (3926.430000 sec): 3 clusters
  Score: Raw -407109.007666 + Penalty 4085.920927 = -403023.086739
  nChanged 3
		SP:Iteration 18Q (3926.440000 sec): 3 clusters
  Score: Raw -407111.705697 + Penalty 4085.920927 = -403025.784771
  nChanged 0
		SP:Iteration 19F (3926.450000 sec): 3 clusters
  Score: Raw -407173.217567 + Penalty 4085.920927 = -403087.296641
  nChanged 6
		SP:Iteration 20F (3926.470000 sec): 3 clusters
  Score: Raw -407328.120647 + Penalty 4085.920927 = -403242.199720
  nChanged 9
		SP:Iteration 21Q (3926.480000 sec): 3 clusters
  Score: Raw -407504.700397 + Penalty 4085.920927 = -403418.779470
  nChanged 13
		SP:Iteration 22Q (3926.490000 sec): 3 clusters
  Score: Raw -407590.313264 + Penalty 4085.920927 = -403504.392337
  nChanged 12
		SP:Iteration 23Q (3926.500000 sec): 3 clusters
  Score: Raw -407625.551984 + Penalty 4085.920927 = -403539.631057
  nChanged 8
		SP:Iteration 24Q (3926.510000 sec): 3 clusters
  Score: Raw -407648.825000 + Penalty 4085.920927 = -403562.904073
  nChanged 5
		SP:Iteration 25Q (3926.510000 sec): 3 clusters
  Score: Raw -407658.548692 + Penalty 4085.920927 = -403572.627765
  nChanged 4
		SP:Iteration 26Q (3926.530000 sec): 3 clusters
  Score: Raw -407664.467160 + Penalty 4085.920927 = -403578.546234
  nChanged 3
		SP:Iteration 27Q (3926.530000 sec): 3 clusters
  Score: Raw -407666.681635 + Penalty 4085.920927 = -403580.760708
  nChanged 1
		SP:Iteration 28Q (3926.540000 sec): 3 clusters
  Score: Raw -407667.390686 + Penalty 4085.920927 = -403581.469759
  nChanged 1
		SP:Iteration 29Q (3926.550000 sec): 3 clusters
  Score: Raw -407668.382315 + Penalty 4085.920927 = -403582.461388
  nChanged 1
		SP:Iteration 30Q (3926.560000 sec): 3 clusters
  Score: Raw -407668.993021 + Penalty 4085.920927 = -403583.072094
  nChanged 2
		SP:Iteration 31Q (3926.570000 sec): 3 clusters
  Score: Raw -407670.550146 + Penalty 4085.920927 = -403584.629219
  nChanged 0
		SP:Iteration 32F (3926.590000 sec): 3 clusters
  Score: Raw -407671.515040 + Penalty 4085.920927 = -403585.594113
  nChanged 2
		SP:Iteration 33Q (3926.590000 sec): 3 clusters
  Score: Raw -407676.449014 + Penalty 4085.920927 = -403590.528088
  nChanged 3
		SP:Iteration 34Q (3926.600000 sec): 3 clusters
  Score: Raw -407679.310898 + Penalty 4085.920927 = -403593.389971
  nChanged 0
		SP:Iteration 35F (3926.620000 sec): 3 clusters
  Score: Raw -407679.310898 + Penalty 4085.920927 = -403593.389971
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 21.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (91453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3927.030000 sec): 2 clusters
  Score: Raw -13215397.663374 + Penalty 2833.047954 = -13212564.615420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3927.370000 sec): 3 clusters
  Score: Raw -13157213.911837 + Penalty 5666.095907 = -13151547.815929
  nChanged 43002
		SP:Iteration 1F (3927.710000 sec): 3 clusters
  Score: Raw -13182202.247113 + Penalty 5666.095907 = -13176536.151206
  nChanged 4381
		SP:Iteration 2Q (3928.050000 sec): 3 clusters
  Score: Raw -13184356.358102 + Penalty 5666.095907 = -13178690.262194
  nChanged 5659
		SP:Iteration 3F (3928.390000 sec): 3 clusters
  Score: Raw -13187986.038034 + Penalty 5666.095907 = -13182319.942127
  nChanged 7220
		SP:Iteration 4F (3928.730000 sec): 3 clusters
  Score: Raw -13193553.304074 + Penalty 5666.095907 = -13187887.208167
  nChanged 7933
		SP:Iteration 5F (3929.070000 sec): 3 clusters
  Score: Raw -13199898.414965 + Penalty 5666.095907 = -13194232.319058
  nChanged 6949
		SP:Iteration 6F (3929.410000 sec): 3 clusters
  Score: Raw -13204480.637422 + Penalty 5666.095907 = -13198814.541514
  nChanged 4985
		SP:Iteration 7F (3929.750000 sec): 3 clusters
  Score: Raw -13206957.616404 + Penalty 5666.095907 = -13201291.520497
  nChanged 3305
		SP:Iteration 8Q (3930.090000 sec): 3 clusters
  Score: Raw -13208230.060933 + Penalty 5666.095907 = -13202563.965026
  nChanged 2345
		SP:Iteration 9Q (3930.430000 sec): 3 clusters
  Score: Raw -13208987.941394 + Penalty 5666.095907 = -13203321.845486
  nChanged 1797
		SP:Iteration 10Q (3930.770000 sec): 3 clusters
  Score: Raw -13209541.023296 + Penalty 5666.095907 = -13203874.927389
  nChanged 1509
		SP:Iteration 11Q (3931.110000 sec): 3 clusters
  Score: Raw -13209988.766649 + Penalty 5666.095907 = -13204322.670742
  nChanged 1359
		SP:Iteration 12Q (3931.450000 sec): 3 clusters
  Score: Raw -13210422.501027 + Penalty 5666.095907 = -13204756.405120
  nChanged 1351
		SP:Iteration 13Q (3931.790000 sec): 3 clusters
  Score: Raw -13210895.901214 + Penalty 5666.095907 = -13205229.805307
  nChanged 1289
		SP:Iteration 14Q (3932.130000 sec): 3 clusters
  Score: Raw -13211354.311903 + Penalty 5666.095907 = -13205688.215996
  nChanged 1211
		SP:Iteration 15Q (3932.470000 sec): 3 clusters
  Score: Raw -13211855.106909 + Penalty 5666.095907 = -13206189.011002
  nChanged 1266
		SP:Iteration 16Q (3932.810000 sec): 3 clusters
  Score: Raw -13212419.771033 + Penalty 5666.095907 = -13206753.675125
  nChanged 1254
		SP:Iteration 17Q (3933.140000 sec): 3 clusters
  Score: Raw -13213048.194129 + Penalty 5666.095907 = -13207382.098222
  nChanged 1272
		SP:Iteration 18Q (3933.470000 sec): 3 clusters
  Score: Raw -13213775.569410 + Penalty 5666.095907 = -13208109.473503
  nChanged 1324
		SP:Iteration 19Q (3933.800000 sec): 3 clusters
  Score: Raw -13214586.922290 + Penalty 5666.095907 = -13208920.826383
  nChanged 1366
		SP:Iteration 20F (3934.140000 sec): 3 clusters
  Score: Raw -13215465.883668 + Penalty 5666.095907 = -13209799.787760
  nChanged 1356
		SP:Iteration 21Q (3934.440000 sec): 3 clusters
  Score: Raw -13216272.204612 + Penalty 5666.095907 = -13210606.108704
  nChanged 1266
		SP:Iteration 22Q (3934.750000 sec): 3 clusters
  Score: Raw -13216992.306575 + Penalty 5666.095907 = -13211326.210668
  nChanged 1167
		SP:Iteration 23Q (3935.040000 sec): 3 clusters
  Score: Raw -13217597.072252 + Penalty 5666.095907 = -13211930.976345
  nChanged 975
		SP:Iteration 24Q (3935.340000 sec): 3 clusters
  Score: Raw -13217998.186221 + Penalty 5666.095907 = -13212332.090314
  nChanged 753
		SP:Iteration 25Q (3935.630000 sec): 3 clusters
  Score: Raw -13218264.326056 + Penalty 5666.095907 = -13212598.230149
  nChanged 634
		SP:Iteration 26Q (3935.920000 sec): 3 clusters
  Score: Raw -13218471.978412 + Penalty 5666.095907 = -13212805.882504
  nChanged 566
		SP:Iteration 27Q (3936.210000 sec): 3 clusters
  Score: Raw -13218618.942524 + Penalty 5666.095907 = -13212952.846616
  nChanged 447
		SP:Iteration 28Q (3936.500000 sec): 3 clusters
  Score: Raw -13218716.887477 + Penalty 5666.095907 = -13213050.791570
  nChanged 344
		SP:Iteration 29Q (3936.790000 sec): 3 clusters
  Score: Raw -13218785.818558 + Penalty 5666.095907 = -13213119.722650
  nChanged 292
		SP:Iteration 30Q (3937.070000 sec): 3 clusters
  Score: Raw -13218840.123436 + Penalty 5666.095907 = -13213174.027529
  nChanged 288
		SP:Iteration 31Q (3937.360000 sec): 3 clusters
  Score: Raw -13218890.607394 + Penalty 5666.095907 = -13213224.511487
  nChanged 247
		SP:Iteration 32Q (3937.640000 sec): 3 clusters
  Score: Raw -13218928.116354 + Penalty 5666.095907 = -13213262.020447
  nChanged 221
		SP:Iteration 33Q (3937.920000 sec): 3 clusters
  Score: Raw -13218957.662413 + Penalty 5666.095907 = -13213291.566506
  nChanged 186
		SP:Iteration 34Q (3938.200000 sec): 3 clusters
  Score: Raw -13218981.801844 + Penalty 5666.095907 = -13213315.705937
  nChanged 176
		SP:Iteration 35Q (3938.480000 sec): 3 clusters
  Score: Raw -13219003.574975 + Penalty 5666.095907 = -13213337.479068
  nChanged 159
		SP:Iteration 36Q (3938.770000 sec): 3 clusters
  Score: Raw -13219022.187663 + Penalty 5666.095907 = -13213356.091756
  nChanged 154
		SP:Iteration 37Q (3939.050000 sec): 3 clusters
  Score: Raw -13219040.676394 + Penalty 5666.095907 = -13213374.580487
  nChanged 150
		SP:Iteration 38Q (3939.330000 sec): 3 clusters
  Score: Raw -13219056.310497 + Penalty 5666.095907 = -13213390.214590
  nChanged 120
		SP:Iteration 39Q (3939.610000 sec): 3 clusters
  Score: Raw -13219066.906149 + Penalty 5666.095907 = -13213400.810242
  nChanged 106
		SP:Iteration 40F (3939.950000 sec): 3 clusters
  Score: Raw -13219075.759924 + Penalty 5666.095907 = -13213409.664016
  nChanged 98
		SP:Iteration 41Q (3940.240000 sec): 3 clusters
  Score: Raw -13219084.206903 + Penalty 5666.095907 = -13213418.110995
  nChanged 76
		SP:Iteration 42Q (3940.520000 sec): 3 clusters
  Score: Raw -13219089.167452 + Penalty 5666.095907 = -13213423.071545
  nChanged 60
		SP:Iteration 43Q (3940.800000 sec): 3 clusters
  Score: Raw -13219093.173205 + Penalty 5666.095907 = -13213427.077297
  nChanged 48
		SP:Iteration 44Q (3941.090000 sec): 3 clusters
  Score: Raw -13219095.759392 + Penalty 5666.095907 = -13213429.663485
  nChanged 48
		SP:Iteration 45Q (3941.370000 sec): 3 clusters
  Score: Raw -13219098.307052 + Penalty 5666.095907 = -13213432.211144
  nChanged 48
		SP:Iteration 46Q (3941.650000 sec): 3 clusters
  Score: Raw -13219100.449752 + Penalty 5666.095907 = -13213434.353845
  nChanged 37
		SP:Iteration 47Q (3941.930000 sec): 3 clusters
  Score: Raw -13219102.096914 + Penalty 5666.095907 = -13213436.001007
  nChanged 43
		SP:Iteration 48Q (3942.210000 sec): 3 clusters
  Score: Raw -13219104.339577 + Penalty 5666.095907 = -13213438.243670
  nChanged 42
		SP:Iteration 49Q (3942.500000 sec): 3 clusters
  Score: Raw -13219106.123793 + Penalty 5666.095907 = -13213440.027885
  nChanged 31
		SP:Iteration 50Q (3942.790000 sec): 3 clusters
  Score: Raw -13219107.365737 + Penalty 5666.095907 = -13213441.269830
  nChanged 25
		SP:Iteration 51Q (3943.070000 sec): 3 clusters
  Score: Raw -13219108.240664 + Penalty 5666.095907 = -13213442.144757
  nChanged 22
		SP:Iteration 52Q (3943.350000 sec): 3 clusters
  Score: Raw -13219109.029544 + Penalty 5666.095907 = -13213442.933637
  nChanged 29
		SP:Iteration 53Q (3943.630000 sec): 3 clusters
  Score: Raw -13219110.074525 + Penalty 5666.095907 = -13213443.978618
  nChanged 26
		SP:Iteration 54Q (3943.910000 sec): 3 clusters
  Score: Raw -13219110.899164 + Penalty 5666.095907 = -13213444.803257
  nChanged 24
		SP:Iteration 55Q (3944.190000 sec): 3 clusters
  Score: Raw -13219111.683344 + Penalty 5666.095907 = -13213445.587437
  nChanged 19
		SP:Iteration 56Q (3944.480000 sec): 3 clusters
  Score: Raw -13219112.234706 + Penalty 5666.095907 = -13213446.138799
  nChanged 15
		SP:Iteration 57Q (3944.760000 sec): 3 clusters
  Score: Raw -13219112.727330 + Penalty 5666.095907 = -13213446.631422
  nChanged 9
		SP:Iteration 58Q (3945.040000 sec): 3 clusters
  Score: Raw -13219113.123373 + Penalty 5666.095907 = -13213447.027465
  nChanged 10
		SP:Iteration 59Q (3945.320000 sec): 3 clusters
  Score: Raw -13219113.374180 + Penalty 5666.095907 = -13213447.278273
  nChanged 7
		SP:Iteration 60F (3945.660000 sec): 3 clusters
  Score: Raw -13219113.583521 + Penalty 5666.095907 = -13213447.487614
  nChanged 4
		SP:Iteration 61Q (3945.940000 sec): 3 clusters
  Score: Raw -13219113.658932 + Penalty 5666.095907 = -13213447.563025
  nChanged 2
		SP:Iteration 62Q (3946.220000 sec): 3 clusters
  Score: Raw -13219113.682760 + Penalty 5666.095907 = -13213447.586853
  nChanged 2
		SP:Iteration 63Q (3946.500000 sec): 3 clusters
  Score: Raw -13219113.721047 + Penalty 5666.095907 = -13213447.625140
  nChanged 2
		SP:Iteration 64Q (3946.780000 sec): 3 clusters
  Score: Raw -13219113.752337 + Penalty 5666.095907 = -13213447.656430
  nChanged 2
		SP:Iteration 65Q (3947.060000 sec): 3 clusters
  Score: Raw -13219113.801874 + Penalty 5666.095907 = -13213447.705967
  nChanged 2
		SP:Iteration 66Q (3947.350000 sec): 3 clusters
  Score: Raw -13219113.826004 + Penalty 5666.095907 = -13213447.730097
  nChanged 1
		SP:Iteration 67Q (3947.630000 sec): 3 clusters
  Score: Raw -13219113.857372 + Penalty 5666.095907 = -13213447.761465
  nChanged 1
		SP:Iteration 68Q (3947.910000 sec): 3 clusters
  Score: Raw -13219113.886039 + Penalty 5666.095907 = -13213447.790132
  nChanged 1
		SP:Iteration 69Q (3948.190000 sec): 3 clusters
  Score: Raw -13219113.895902 + Penalty 5666.095907 = -13213447.799995
  nChanged 0
		SP:Iteration 70F (3948.530000 sec): 3 clusters
  Score: Raw -13219113.895902 + Penalty 5666.095907 = -13213447.799995
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 22.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (57595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3948.720000 sec): 2 clusters
  Score: Raw -8438685.958060 + Penalty 2718.375377 = -8435967.582683
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3948.930000 sec): 3 clusters
  Score: Raw -8402701.267967 + Penalty 5436.750755 = -8397264.517213
  nChanged 26837
		SP:Iteration 1F (3949.150000 sec): 3 clusters
  Score: Raw -8417837.807049 + Penalty 5436.750755 = -8412401.056294
  nChanged 2578
		SP:Iteration 2Q (3949.360000 sec): 3 clusters
  Score: Raw -8418714.550452 + Penalty 5436.750755 = -8413277.799697
  nChanged 2660
		SP:Iteration 3Q (3949.580000 sec): 3 clusters
  Score: Raw -8419703.331444 + Penalty 5436.750755 = -8414266.580689
  nChanged 2800
		SP:Iteration 4Q (3949.790000 sec): 3 clusters
  Score: Raw -8420866.110022 + Penalty 5436.750755 = -8415429.359268
  nChanged 2989
		SP:Iteration 5F (3950.010000 sec): 3 clusters
  Score: Raw -8422283.716215 + Penalty 5436.750755 = -8416846.965460
  nChanged 3242
		SP:Iteration 6F (3950.220000 sec): 3 clusters
  Score: Raw -8423955.421721 + Penalty 5436.750755 = -8418518.670967
  nChanged 3311
		SP:Iteration 7F (3950.430000 sec): 3 clusters
  Score: Raw -8425638.041927 + Penalty 5436.750755 = -8420201.291172
  nChanged 3140
		SP:Iteration 8F (3950.650000 sec): 3 clusters
  Score: Raw -8427072.877481 + Penalty 5436.750755 = -8421636.126726
  nChanged 2617
		SP:Iteration 9Q (3950.860000 sec): 3 clusters
  Score: Raw -8428097.476330 + Penalty 5436.750755 = -8422660.725576
  nChanged 2177
		SP:Iteration 10Q (3951.080000 sec): 3 clusters
  Score: Raw -8428845.992336 + Penalty 5436.750755 = -8423409.241581
  nChanged 1747
		SP:Iteration 11Q (3951.300000 sec): 3 clusters
  Score: Raw -8429426.694751 + Penalty 5436.750755 = -8423989.943996
  nChanged 1536
		SP:Iteration 12Q (3951.510000 sec): 3 clusters
  Score: Raw -8429944.324089 + Penalty 5436.750755 = -8424507.573334
  nChanged 1391
		SP:Iteration 13Q (3951.730000 sec): 3 clusters
  Score: Raw -8430458.287468 + Penalty 5436.750755 = -8425021.536713
  nChanged 1442
		SP:Iteration 14Q (3951.950000 sec): 3 clusters
  Score: Raw -8431054.076056 + Penalty 5436.750755 = -8425617.325302
  nChanged 1466
		SP:Iteration 15Q (3952.160000 sec): 3 clusters
  Score: Raw -8431745.542377 + Penalty 5436.750755 = -8426308.791623
  nChanged 1486
		SP:Iteration 16Q (3952.370000 sec): 3 clusters
  Score: Raw -8432526.849208 + Penalty 5436.750755 = -8427090.098453
  nChanged 1475
		SP:Iteration 17Q (3952.590000 sec): 3 clusters
  Score: Raw -8433357.986994 + Penalty 5436.750755 = -8427921.236240
  nChanged 1405
		SP:Iteration 18Q (3952.800000 sec): 3 clusters
  Score: Raw -8434147.131343 + Penalty 5436.750755 = -8428710.380589
  nChanged 1282
		SP:Iteration 19Q (3953.010000 sec): 3 clusters
  Score: Raw -8434852.870878 + Penalty 5436.750755 = -8429416.120124
  nChanged 1164
		SP:Iteration 20F (3953.220000 sec): 3 clusters
  Score: Raw -8435449.246069 + Penalty 5436.750755 = -8430012.495314
  nChanged 1007
		SP:Iteration 21Q (3953.410000 sec): 3 clusters
  Score: Raw -8435930.619944 + Penalty 5436.750755 = -8430493.869189
  nChanged 858
		SP:Iteration 22Q (3953.600000 sec): 3 clusters
  Score: Raw -8436314.340564 + Penalty 5436.750755 = -8430877.589810
  nChanged 780
		SP:Iteration 23Q (3953.790000 sec): 3 clusters
  Score: Raw -8436651.147400 + Penalty 5436.750755 = -8431214.396646
  nChanged 723
		SP:Iteration 24Q (3953.970000 sec): 3 clusters
  Score: Raw -8436959.101450 + Penalty 5436.750755 = -8431522.350696
  nChanged 665
		SP:Iteration 25Q (3954.150000 sec): 3 clusters
  Score: Raw -8437250.467818 + Penalty 5436.750755 = -8431813.717063
  nChanged 579
		SP:Iteration 26Q (3954.320000 sec): 3 clusters
  Score: Raw -8437501.552528 + Penalty 5436.750755 = -8432064.801773
  nChanged 515
		SP:Iteration 27Q (3954.490000 sec): 3 clusters
  Score: Raw -8437724.938838 + Penalty 5436.750755 = -8432288.188083
  nChanged 464
		SP:Iteration 28Q (3954.660000 sec): 3 clusters
  Score: Raw -8437929.163820 + Penalty 5436.750755 = -8432492.413065
  nChanged 389
		SP:Iteration 29Q (3954.830000 sec): 3 clusters
  Score: Raw -8438089.002872 + Penalty 5436.750755 = -8432652.252118
  nChanged 350
		SP:Iteration 30Q (3954.990000 sec): 3 clusters
  Score: Raw -8438237.940908 + Penalty 5436.750755 = -8432801.190154
  nChanged 308
		SP:Iteration 31Q (3955.160000 sec): 3 clusters
  Score: Raw -8438376.286739 + Penalty 5436.750755 = -8432939.535985
  nChanged 281
		SP:Iteration 32Q (3955.320000 sec): 3 clusters
  Score: Raw -8438502.548531 + Penalty 5436.750755 = -8433065.797776
  nChanged 229
		SP:Iteration 33Q (3955.480000 sec): 3 clusters
  Score: Raw -8438612.437170 + Penalty 5436.750755 = -8433175.686416
  nChanged 197
		SP:Iteration 34Q (3955.630000 sec): 3 clusters
  Score: Raw -8438704.865789 + Penalty 5436.750755 = -8433268.115035
  nChanged 138
		SP:Iteration 35Q (3955.790000 sec): 3 clusters
  Score: Raw -8438773.559563 + Penalty 5436.750755 = -8433336.808809
  nChanged 125
		SP:Iteration 36Q (3955.950000 sec): 3 clusters
  Score: Raw -8438831.330461 + Penalty 5436.750755 = -8433394.579707
  nChanged 101
		SP:Iteration 37Q (3956.110000 sec): 3 clusters
  Score: Raw -8438873.951504 + Penalty 5436.750755 = -8433437.200750
  nChanged 79
		SP:Iteration 38Q (3956.260000 sec): 3 clusters
  Score: Raw -8438906.356650 + Penalty 5436.750755 = -8433469.605895
  nChanged 69
		SP:Iteration 39Q (3956.410000 sec): 3 clusters
  Score: Raw -8438931.753259 + Penalty 5436.750755 = -8433495.002505
  nChanged 55
		SP:Iteration 40F (3956.620000 sec): 3 clusters
  Score: Raw -8438955.521434 + Penalty 5436.750755 = -8433518.770679
  nChanged 66
		SP:Iteration 41Q (3956.770000 sec): 3 clusters
  Score: Raw -8438984.089976 + Penalty 5436.750755 = -8433547.339222
  nChanged 60
		SP:Iteration 42Q (3956.920000 sec): 3 clusters
  Score: Raw -8439013.511111 + Penalty 5436.750755 = -8433576.760357
  nChanged 56
		SP:Iteration 43Q (3957.080000 sec): 3 clusters
  Score: Raw -8439040.054364 + Penalty 5436.750755 = -8433603.303609
  nChanged 59
		SP:Iteration 44Q (3957.230000 sec): 3 clusters
  Score: Raw -8439062.074352 + Penalty 5436.750755 = -8433625.323598
  nChanged 49
		SP:Iteration 45Q (3957.380000 sec): 3 clusters
  Score: Raw -8439080.720570 + Penalty 5436.750755 = -8433643.969816
  nChanged 56
		SP:Iteration 46Q (3957.530000 sec): 3 clusters
  Score: Raw -8439102.617665 + Penalty 5436.750755 = -8433665.866911
  nChanged 43
		SP:Iteration 47Q (3957.690000 sec): 3 clusters
  Score: Raw -8439118.887301 + Penalty 5436.750755 = -8433682.136546
  nChanged 34
		SP:Iteration 48Q (3957.840000 sec): 3 clusters
  Score: Raw -8439132.631777 + Penalty 5436.750755 = -8433695.881023
  nChanged 30
		SP:Iteration 49Q (3957.990000 sec): 3 clusters
  Score: Raw -8439145.382269 + Penalty 5436.750755 = -8433708.631514
  nChanged 27
		SP:Iteration 50Q (3958.140000 sec): 3 clusters
  Score: Raw -8439157.903483 + Penalty 5436.750755 = -8433721.152729
  nChanged 27
		SP:Iteration 51Q (3958.290000 sec): 3 clusters
  Score: Raw -8439168.960266 + Penalty 5436.750755 = -8433732.209512
  nChanged 22
		SP:Iteration 52Q (3958.440000 sec): 3 clusters
  Score: Raw -8439177.830256 + Penalty 5436.750755 = -8433741.079501
  nChanged 20
		SP:Iteration 53Q (3958.590000 sec): 3 clusters
  Score: Raw -8439184.933632 + Penalty 5436.750755 = -8433748.182877
  nChanged 20
		SP:Iteration 54Q (3958.730000 sec): 3 clusters
  Score: Raw -8439192.256464 + Penalty 5436.750755 = -8433755.505710
  nChanged 19
		SP:Iteration 55Q (3958.880000 sec): 3 clusters
  Score: Raw -8439201.466253 + Penalty 5436.750755 = -8433764.715499
  nChanged 19
		SP:Iteration 56Q (3959.030000 sec): 3 clusters
  Score: Raw -8439209.570463 + Penalty 5436.750755 = -8433772.819708
  nChanged 15
		SP:Iteration 57Q (3959.180000 sec): 3 clusters
  Score: Raw -8439217.743398 + Penalty 5436.750755 = -8433780.992643
  nChanged 17
		SP:Iteration 58Q (3959.330000 sec): 3 clusters
  Score: Raw -8439224.895124 + Penalty 5436.750755 = -8433788.144370
  nChanged 11
		SP:Iteration 59Q (3959.480000 sec): 3 clusters
  Score: Raw -8439229.750186 + Penalty 5436.750755 = -8433792.999432
  nChanged 10
		SP:Iteration 60F (3959.690000 sec): 3 clusters
  Score: Raw -8439233.631674 + Penalty 5436.750755 = -8433796.880919
  nChanged 8
		SP:Iteration 61Q (3959.830000 sec): 3 clusters
  Score: Raw -8439237.579916 + Penalty 5436.750755 = -8433800.829162
  nChanged 14
		SP:Iteration 62Q (3959.980000 sec): 3 clusters
  Score: Raw -8439245.361228 + Penalty 5436.750755 = -8433808.610473
  nChanged 10
		SP:Iteration 63Q (3960.130000 sec): 3 clusters
  Score: Raw -8439249.760348 + Penalty 5436.750755 = -8433813.009593
  nChanged 15
		SP:Iteration 64Q (3960.280000 sec): 3 clusters
  Score: Raw -8439254.537254 + Penalty 5436.750755 = -8433817.786499
  nChanged 7
		SP:Iteration 65Q (3960.430000 sec): 3 clusters
  Score: Raw -8439256.552483 + Penalty 5436.750755 = -8433819.801728
  nChanged 9
		SP:Iteration 66Q (3960.570000 sec): 3 clusters
  Score: Raw -8439259.013239 + Penalty 5436.750755 = -8433822.262485
  nChanged 2
		SP:Iteration 67Q (3960.720000 sec): 3 clusters
  Score: Raw -8439259.733262 + Penalty 5436.750755 = -8433822.982508
  nChanged 3
		SP:Iteration 68Q (3960.870000 sec): 3 clusters
  Score: Raw -8439260.536891 + Penalty 5436.750755 = -8433823.786136
  nChanged 1
		SP:Iteration 69Q (3961.020000 sec): 3 clusters
  Score: Raw -8439260.748014 + Penalty 5436.750755 = -8433823.997260
  nChanged 1
		SP:Iteration 70Q (3961.170000 sec): 3 clusters
  Score: Raw -8439260.847980 + Penalty 5436.750755 = -8433824.097226
  nChanged 0
		SP:Iteration 71F (3961.370000 sec): 3 clusters
  Score: Raw -8439260.847980 + Penalty 5436.750755 = -8433824.097226
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (3722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3961.410000 sec): 2 clusters
  Score: Raw -522082.777177 + Penalty 2039.060076 = -520043.717100
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3961.430000 sec): 3 clusters
  Score: Raw -520405.480780 + Penalty 4078.120153 = -516327.360627
  nChanged 1304
		SP:Iteration 1F (3961.440000 sec): 3 clusters
  Score: Raw -521211.384949 + Penalty 4078.120153 = -517133.264797
  nChanged 273
		SP:Iteration 2F (3961.450000 sec): 3 clusters
  Score: Raw -521372.435843 + Penalty 4078.120153 = -517294.315690
  nChanged 162
		SP:Iteration 3Q (3961.470000 sec): 3 clusters
  Score: Raw -521467.114234 + Penalty 4078.120153 = -517388.994081
  nChanged 116
		SP:Iteration 4Q (3961.480000 sec): 3 clusters
  Score: Raw -521532.237827 + Penalty 4078.120153 = -517454.117675
  nChanged 101
		SP:Iteration 5Q (3961.490000 sec): 3 clusters
  Score: Raw -521586.427683 + Penalty 4078.120153 = -517508.307530
  nChanged 79
		SP:Iteration 6Q (3961.510000 sec): 3 clusters
  Score: Raw -521622.012019 + Penalty 4078.120153 = -517543.891866
  nChanged 55
		SP:Iteration 7Q (3961.520000 sec): 3 clusters
  Score: Raw -521648.823209 + Penalty 4078.120153 = -517570.703056
  nChanged 50
		SP:Iteration 8Q (3961.530000 sec): 3 clusters
  Score: Raw -521669.596522 + Penalty 4078.120153 = -517591.476370
  nChanged 39
		SP:Iteration 9Q (3961.550000 sec): 3 clusters
  Score: Raw -521687.494058 + Penalty 4078.120153 = -517609.373905
  nChanged 33
		SP:Iteration 10Q (3961.560000 sec): 3 clusters
  Score: Raw -521701.051619 + Penalty 4078.120153 = -517622.931466
  nChanged 28
		SP:Iteration 11Q (3961.570000 sec): 3 clusters
  Score: Raw -521711.536487 + Penalty 4078.120153 = -517633.416335
  nChanged 20
		SP:Iteration 12Q (3961.590000 sec): 3 clusters
  Score: Raw -521722.290283 + Penalty 4078.120153 = -517644.170131
  nChanged 27
		SP:Iteration 13Q (3961.600000 sec): 3 clusters
  Score: Raw -521735.615231 + Penalty 4078.120153 = -517657.495078
  nChanged 29
		SP:Iteration 14Q (3961.610000 sec): 3 clusters
  Score: Raw -521748.576407 + Penalty 4078.120153 = -517670.456255
  nChanged 27
		SP:Iteration 15Q (3961.630000 sec): 3 clusters
  Score: Raw -521758.499636 + Penalty 4078.120153 = -517680.379483
  nChanged 20
		SP:Iteration 16Q (3961.640000 sec): 3 clusters
  Score: Raw -521764.715131 + Penalty 4078.120153 = -517686.594978
  nChanged 12
		SP:Iteration 17Q (3961.650000 sec): 3 clusters
  Score: Raw -521768.170313 + Penalty 4078.120153 = -517690.050160
  nChanged 8
		SP:Iteration 18Q (3961.670000 sec): 3 clusters
  Score: Raw -521771.231420 + Penalty 4078.120153 = -517693.111267
  nChanged 8
		SP:Iteration 19Q (3961.680000 sec): 3 clusters
  Score: Raw -521773.761686 + Penalty 4078.120153 = -517695.641533
  nChanged 11
		SP:Iteration 20F (3961.690000 sec): 3 clusters
  Score: Raw -521778.351327 + Penalty 4078.120153 = -517700.231175
  nChanged 19
		SP:Iteration 21Q (3961.710000 sec): 3 clusters
  Score: Raw -521785.397360 + Penalty 4078.120153 = -517707.277207
  nChanged 19
		SP:Iteration 22Q (3961.720000 sec): 3 clusters
  Score: Raw -521793.424139 + Penalty 4078.120153 = -517715.303986
  nChanged 25
		SP:Iteration 23Q (3961.730000 sec): 3 clusters
  Score: Raw -521803.244406 + Penalty 4078.120153 = -517725.124254
  nChanged 21
		SP:Iteration 24Q (3961.750000 sec): 3 clusters
  Score: Raw -521812.037578 + Penalty 4078.120153 = -517733.917425
  nChanged 23
		SP:Iteration 25Q (3961.760000 sec): 3 clusters
  Score: Raw -521822.312444 + Penalty 4078.120153 = -517744.192291
  nChanged 25
		SP:Iteration 26Q (3961.770000 sec): 3 clusters
  Score: Raw -521831.619215 + Penalty 4078.120153 = -517753.499062
  nChanged 19
		SP:Iteration 27Q (3961.790000 sec): 3 clusters
  Score: Raw -521838.711737 + Penalty 4078.120153 = -517760.591584
  nChanged 15
		SP:Iteration 28Q (3961.800000 sec): 3 clusters
  Score: Raw -521845.854205 + Penalty 4078.120153 = -517767.734052
  nChanged 21
		SP:Iteration 29Q (3961.810000 sec): 3 clusters
  Score: Raw -521855.320844 + Penalty 4078.120153 = -517777.200692
  nChanged 18
		SP:Iteration 30Q (3961.830000 sec): 3 clusters
  Score: Raw -521865.266142 + Penalty 4078.120153 = -517787.145989
  nChanged 28
		SP:Iteration 31Q (3961.840000 sec): 3 clusters
  Score: Raw -521879.772284 + Penalty 4078.120153 = -517801.652131
  nChanged 27
		SP:Iteration 32Q (3961.850000 sec): 3 clusters
  Score: Raw -521891.532581 + Penalty 4078.120153 = -517813.412428
  nChanged 24
		SP:Iteration 33Q (3961.870000 sec): 3 clusters
  Score: Raw -521904.306024 + Penalty 4078.120153 = -517826.185871
  nChanged 31
		SP:Iteration 34Q (3961.880000 sec): 3 clusters
  Score: Raw -521922.222961 + Penalty 4078.120153 = -517844.102808
  nChanged 31
		SP:Iteration 35Q (3961.890000 sec): 3 clusters
  Score: Raw -521943.318002 + Penalty 4078.120153 = -517865.197849
  nChanged 33
		SP:Iteration 36Q (3961.910000 sec): 3 clusters
  Score: Raw -521963.768014 + Penalty 4078.120153 = -517885.647861
  nChanged 31
		SP:Iteration 37Q (3961.920000 sec): 3 clusters
  Score: Raw -521983.533519 + Penalty 4078.120153 = -517905.413366
  nChanged 38
		SP:Iteration 38Q (3961.930000 sec): 3 clusters
  Score: Raw -522009.174578 + Penalty 4078.120153 = -517931.054425
  nChanged 48
		SP:Iteration 39Q (3961.950000 sec): 3 clusters
  Score: Raw -522042.713459 + Penalty 4078.120153 = -517964.593306
  nChanged 52
		SP:Iteration 40F (3961.960000 sec): 3 clusters
  Score: Raw -522079.335606 + Penalty 4078.120153 = -518001.215453
  nChanged 53
		SP:Iteration 41Q (3961.970000 sec): 3 clusters
  Score: Raw -522113.466579 + Penalty 4078.120153 = -518035.346426
  nChanged 42
		SP:Iteration 42Q (3961.990000 sec): 3 clusters
  Score: Raw -522144.716281 + Penalty 4078.120153 = -518066.596128
  nChanged 33
		SP:Iteration 43Q (3962.000000 sec): 3 clusters
  Score: Raw -522173.627992 + Penalty 4078.120153 = -518095.507839
  nChanged 52
		SP:Iteration 44Q (3962.010000 sec): 3 clusters
  Score: Raw -522221.767914 + Penalty 4078.120153 = -518143.647761
  nChanged 45
		SP:Iteration 45Q (3962.030000 sec): 3 clusters
  Score: Raw -522252.300247 + Penalty 4078.120153 = -518174.180094
  nChanged 38
		SP:Iteration 46Q (3962.040000 sec): 3 clusters
  Score: Raw -522275.770161 + Penalty 4078.120153 = -518197.650008
  nChanged 26
		SP:Iteration 47Q (3962.050000 sec): 3 clusters
  Score: Raw -522302.252279 + Penalty 4078.120153 = -518224.132126
  nChanged 33
		SP:Iteration 48Q (3962.060000 sec): 3 clusters
  Score: Raw -522323.167246 + Penalty 4078.120153 = -518245.047094
  nChanged 23
		SP:Iteration 49Q (3962.070000 sec): 3 clusters
  Score: Raw -522338.100745 + Penalty 4078.120153 = -518259.980592
  nChanged 26
		SP:Iteration 50Q (3962.090000 sec): 3 clusters
  Score: Raw -522356.373218 + Penalty 4078.120153 = -518278.253065
  nChanged 26
		SP:Iteration 51Q (3962.100000 sec): 3 clusters
  Score: Raw -522375.737483 + Penalty 4078.120153 = -518297.617330
  nChanged 26
		SP:Iteration 52Q (3962.110000 sec): 3 clusters
  Score: Raw -522396.507522 + Penalty 4078.120153 = -518318.387369
  nChanged 28
		SP:Iteration 53Q (3962.120000 sec): 3 clusters
  Score: Raw -522419.451560 + Penalty 4078.120153 = -518341.331407
  nChanged 30
		SP:Iteration 54Q (3962.130000 sec): 3 clusters
  Score: Raw -522441.701598 + Penalty 4078.120153 = -518363.581446
  nChanged 24
		SP:Iteration 55Q (3962.150000 sec): 3 clusters
  Score: Raw -522457.523091 + Penalty 4078.120153 = -518379.402938
  nChanged 26
		SP:Iteration 56Q (3962.160000 sec): 3 clusters
  Score: Raw -522474.298154 + Penalty 4078.120153 = -518396.178001
  nChanged 27
		SP:Iteration 57Q (3962.170000 sec): 3 clusters
  Score: Raw -522496.748063 + Penalty 4078.120153 = -518418.627910
  nChanged 39
		SP:Iteration 58Q (3962.180000 sec): 3 clusters
  Score: Raw -522538.348238 + Penalty 4078.120153 = -518460.228085
  nChanged 47
		SP:Iteration 59Q (3962.190000 sec): 3 clusters
  Score: Raw -522580.211287 + Penalty 4078.120153 = -518502.091134
  nChanged 42
		SP:Iteration 60F (3962.210000 sec): 3 clusters
  Score: Raw -522617.514493 + Penalty 4078.120153 = -518539.394340
  nChanged 38
		SP:Iteration 61Q (3962.220000 sec): 3 clusters
  Score: Raw -522649.263553 + Penalty 4078.120153 = -518571.143400
  nChanged 41
		SP:Iteration 62Q (3962.230000 sec): 3 clusters
  Score: Raw -522686.876189 + Penalty 4078.120153 = -518608.756036
  nChanged 46
		SP:Iteration 63Q (3962.240000 sec): 3 clusters
  Score: Raw -522729.729142 + Penalty 4078.120153 = -518651.608989
  nChanged 41
		SP:Iteration 64Q (3962.250000 sec): 3 clusters
  Score: Raw -522768.132568 + Penalty 4078.120153 = -518690.012415
  nChanged 39
		SP:Iteration 65Q (3962.270000 sec): 3 clusters
  Score: Raw -522799.575422 + Penalty 4078.120153 = -518721.455269
  nChanged 38
		SP:Iteration 66Q (3962.280000 sec): 3 clusters
  Score: Raw -522824.745934 + Penalty 4078.120153 = -518746.625781
  nChanged 24
		SP:Iteration 67Q (3962.290000 sec): 3 clusters
  Score: Raw -522841.519070 + Penalty 4078.120153 = -518763.398918
  nChanged 19
		SP:Iteration 68Q (3962.300000 sec): 3 clusters
  Score: Raw -522855.725781 + Penalty 4078.120153 = -518777.605628
  nChanged 17
		SP:Iteration 69Q (3962.310000 sec): 3 clusters
  Score: Raw -522867.796558 + Penalty 4078.120153 = -518789.676405
  nChanged 11
		SP:Iteration 70Q (3962.320000 sec): 3 clusters
  Score: Raw -522872.424944 + Penalty 4078.120153 = -518794.304791
  nChanged 8
		SP:Iteration 71Q (3962.330000 sec): 3 clusters
  Score: Raw -522877.188346 + Penalty 4078.120153 = -518799.068193
  nChanged 4
		SP:Iteration 72Q (3962.350000 sec): 3 clusters
  Score: Raw -522880.184579 + Penalty 4078.120153 = -518802.064426
  nChanged 2
		SP:Iteration 73Q (3962.360000 sec): 3 clusters
  Score: Raw -522881.228548 + Penalty 4078.120153 = -518803.108395
  nChanged 1
		SP:Iteration 74Q (3962.370000 sec): 3 clusters
  Score: Raw -522881.696072 + Penalty 4078.120153 = -518803.575919
  nChanged 3
		SP:Iteration 75Q (3962.380000 sec): 3 clusters
  Score: Raw -522883.578477 + Penalty 4078.120153 = -518805.458324
  nChanged 2
		SP:Iteration 76Q (3962.390000 sec): 3 clusters
  Score: Raw -522884.940280 + Penalty 4078.120153 = -518806.820127
  nChanged 2
		SP:Iteration 77Q (3962.400000 sec): 3 clusters
  Score: Raw -522885.736907 + Penalty 4078.120153 = -518807.616754
  nChanged 1
		SP:Iteration 78Q (3962.410000 sec): 3 clusters
  Score: Raw -522886.614413 + Penalty 4078.120153 = -518808.494260
  nChanged 1
		SP:Iteration 79Q (3962.430000 sec): 3 clusters
  Score: Raw -522886.840632 + Penalty 4078.120153 = -518808.720479
  nChanged 2
		SP:Iteration 80F (3962.440000 sec): 3 clusters
  Score: Raw -522887.460433 + Penalty 4078.120153 = -518809.340280
  nChanged 1
		SP:Iteration 81Q (3962.450000 sec): 3 clusters
  Score: Raw -522888.030474 + Penalty 4078.120153 = -518809.910321
  nChanged 1
		SP:Iteration 82Q (3962.460000 sec): 3 clusters
  Score: Raw -522888.613523 + Penalty 4078.120153 = -518810.493370
  nChanged 2
		SP:Iteration 83Q (3962.470000 sec): 3 clusters
  Score: Raw -522889.552479 + Penalty 4078.120153 = -518811.432326
  nChanged 1
		SP:Iteration 84Q (3962.490000 sec): 3 clusters
  Score: Raw -522889.900736 + Penalty 4078.120153 = -518811.780583
  nChanged 1
		SP:Iteration 85Q (3962.490000 sec): 3 clusters
  Score: Raw -522890.651395 + Penalty 4078.120153 = -518812.531242
  nChanged 2
		SP:Iteration 86Q (3962.510000 sec): 3 clusters
  Score: Raw -522891.253041 + Penalty 4078.120153 = -518813.132888
  nChanged 1
		SP:Iteration 87Q (3962.520000 sec): 3 clusters
  Score: Raw -522891.911904 + Penalty 4078.120153 = -518813.791751
  nChanged 0
		SP:Iteration 88F (3962.530000 sec): 3 clusters
  Score: Raw -522891.911904 + Penalty 4078.120153 = -518813.791751
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (2088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3962.540000 sec): 2 clusters
  Score: Raw -279211.497539 + Penalty 1895.702563 = -277315.794976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3962.550000 sec): 3 clusters
  Score: Raw -278635.734363 + Penalty 3791.405127 = -274844.329236
  nChanged 736
		SP:Iteration 1F (3962.560000 sec): 3 clusters
  Score: Raw -280200.896917 + Penalty 3791.405127 = -276409.491791
  nChanged 389
		SP:Iteration 2F (3962.560000 sec): 3 clusters
  Score: Raw -281829.802494 + Penalty 3791.405127 = -278038.397367
  nChanged 212
		SP:Iteration 3F (3962.570000 sec): 3 clusters
  Score: Raw -282532.343953 + Penalty 3791.405127 = -278740.938826
  nChanged 87
		SP:Iteration 4Q (3962.580000 sec): 3 clusters
  Score: Raw -282684.103144 + Penalty 3791.405127 = -278892.698017
  nChanged 29
		SP:Iteration 5Q (3962.580000 sec): 3 clusters
  Score: Raw -282764.838921 + Penalty 3791.405127 = -278973.433794
  nChanged 14
		SP:Iteration 6Q (3962.590000 sec): 3 clusters
  Score: Raw -282885.345154 + Penalty 3791.405127 = -279093.940028
  nChanged 12
		SP:Iteration 7Q (3962.590000 sec): 3 clusters
  Score: Raw -282995.151885 + Penalty 3791.405127 = -279203.746759
  nChanged 6
		SP:Iteration 8Q (3962.600000 sec): 3 clusters
  Score: Raw -283001.708523 + Penalty 3791.405127 = -279210.303397
  nChanged 3
		SP:Iteration 9Q (3962.610000 sec): 3 clusters
  Score: Raw -283004.849328 + Penalty 3791.405127 = -279213.444202
  nChanged 2
		SP:Iteration 10Q (3962.610000 sec): 3 clusters
  Score: Raw -283006.193711 + Penalty 3791.405127 = -279214.788584
  nChanged 0
		SP:Iteration 11F (3962.620000 sec): 3 clusters
  Score: Raw -283006.193711 + Penalty 3791.405127 = -279214.788584
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 23.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (35055 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3962.740000 sec): 2 clusters
  Score: Raw -5255597.260587 + Penalty 2595.239037 = -5253002.021550
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3962.870000 sec): 3 clusters
  Score: Raw -5234329.586042 + Penalty 5190.478074 = -5229139.107968
  nChanged 15869
		SP:Iteration 1F (3963.000000 sec): 3 clusters
  Score: Raw -5243089.225203 + Penalty 5190.478074 = -5237898.747130
  nChanged 1755
		SP:Iteration 2F (3963.130000 sec): 3 clusters
  Score: Raw -5243819.046166 + Penalty 5190.478074 = -5238628.568092
  nChanged 1690
		SP:Iteration 3Q (3963.260000 sec): 3 clusters
  Score: Raw -5244569.797288 + Penalty 5190.478074 = -5239379.319215
  nChanged 1628
		SP:Iteration 4Q (3963.390000 sec): 3 clusters
  Score: Raw -5245334.989599 + Penalty 5190.478074 = -5240144.511525
  nChanged 1650
		SP:Iteration 5Q (3963.520000 sec): 3 clusters
  Score: Raw -5246093.140453 + Penalty 5190.478074 = -5240902.662380
  nChanged 1546
		SP:Iteration 6Q (3963.650000 sec): 3 clusters
  Score: Raw -5246842.437952 + Penalty 5190.478074 = -5241651.959878
  nChanged 1510
		SP:Iteration 7Q (3963.790000 sec): 3 clusters
  Score: Raw -5247582.716216 + Penalty 5190.478074 = -5242392.238142
  nChanged 1547
		SP:Iteration 8Q (3963.910000 sec): 3 clusters
  Score: Raw -5248404.648516 + Penalty 5190.478074 = -5243214.170442
  nChanged 1614
		SP:Iteration 9Q (3964.040000 sec): 3 clusters
  Score: Raw -5249363.957261 + Penalty 5190.478074 = -5244173.479188
  nChanged 1649
		SP:Iteration 10Q (3964.170000 sec): 3 clusters
  Score: Raw -5250505.863870 + Penalty 5190.478074 = -5245315.385797
  nChanged 1634
		SP:Iteration 11Q (3964.300000 sec): 3 clusters
  Score: Raw -5251782.240251 + Penalty 5190.478074 = -5246591.762178
  nChanged 1461
		SP:Iteration 12Q (3964.420000 sec): 3 clusters
  Score: Raw -5252968.545482 + Penalty 5190.478074 = -5247778.067409
  nChanged 1119
		SP:Iteration 13Q (3964.540000 sec): 3 clusters
  Score: Raw -5253826.052951 + Penalty 5190.478074 = -5248635.574877
  nChanged 770
		SP:Iteration 14Q (3964.650000 sec): 3 clusters
  Score: Raw -5254360.181034 + Penalty 5190.478074 = -5249169.702961
  nChanged 576
		SP:Iteration 15Q (3964.760000 sec): 3 clusters
  Score: Raw -5254717.347586 + Penalty 5190.478074 = -5249526.869512
  nChanged 454
		SP:Iteration 16Q (3964.860000 sec): 3 clusters
  Score: Raw -5255000.821694 + Penalty 5190.478074 = -5249810.343620
  nChanged 354
		SP:Iteration 17Q (3964.960000 sec): 3 clusters
  Score: Raw -5255203.063241 + Penalty 5190.478074 = -5250012.585167
  nChanged 289
		SP:Iteration 18Q (3965.060000 sec): 3 clusters
  Score: Raw -5255371.809861 + Penalty 5190.478074 = -5250181.331787
  nChanged 225
		SP:Iteration 19Q (3965.160000 sec): 3 clusters
  Score: Raw -5255510.242670 + Penalty 5190.478074 = -5250319.764597
  nChanged 157
		SP:Iteration 20F (3965.290000 sec): 3 clusters
  Score: Raw -5255601.754460 + Penalty 5190.478074 = -5250411.276386
  nChanged 133
		SP:Iteration 21Q (3965.380000 sec): 3 clusters
  Score: Raw -5255673.522239 + Penalty 5190.478074 = -5250483.044166
  nChanged 77
		SP:Iteration 22Q (3965.480000 sec): 3 clusters
  Score: Raw -5255715.744566 + Penalty 5190.478074 = -5250525.266493
  nChanged 64
		SP:Iteration 23Q (3965.570000 sec): 3 clusters
  Score: Raw -5255749.737844 + Penalty 5190.478074 = -5250559.259770
  nChanged 62
		SP:Iteration 24Q (3965.670000 sec): 3 clusters
  Score: Raw -5255786.415568 + Penalty 5190.478074 = -5250595.937494
  nChanged 48
		SP:Iteration 25Q (3965.760000 sec): 3 clusters
  Score: Raw -5255818.740679 + Penalty 5190.478074 = -5250628.262606
  nChanged 48
		SP:Iteration 26Q (3965.850000 sec): 3 clusters
  Score: Raw -5255844.994109 + Penalty 5190.478074 = -5250654.516035
  nChanged 44
		SP:Iteration 27Q (3965.950000 sec): 3 clusters
  Score: Raw -5255867.700737 + Penalty 5190.478074 = -5250677.222663
  nChanged 34
		SP:Iteration 28Q (3966.040000 sec): 3 clusters
  Score: Raw -5255884.329251 + Penalty 5190.478074 = -5250693.851178
  nChanged 27
		SP:Iteration 29Q (3966.130000 sec): 3 clusters
  Score: Raw -5255898.442269 + Penalty 5190.478074 = -5250707.964196
  nChanged 17
		SP:Iteration 30Q (3966.220000 sec): 3 clusters
  Score: Raw -5255908.170139 + Penalty 5190.478074 = -5250717.692066
  nChanged 15
		SP:Iteration 31Q (3966.310000 sec): 3 clusters
  Score: Raw -5255916.232293 + Penalty 5190.478074 = -5250725.754219
  nChanged 15
		SP:Iteration 32Q (3966.410000 sec): 3 clusters
  Score: Raw -5255924.203029 + Penalty 5190.478074 = -5250733.724955
  nChanged 12
		SP:Iteration 33Q (3966.500000 sec): 3 clusters
  Score: Raw -5255932.330360 + Penalty 5190.478074 = -5250741.852287
  nChanged 16
		SP:Iteration 34Q (3966.590000 sec): 3 clusters
  Score: Raw -5255942.811739 + Penalty 5190.478074 = -5250752.333666
  nChanged 16
		SP:Iteration 35Q (3966.680000 sec): 3 clusters
  Score: Raw -5255952.145354 + Penalty 5190.478074 = -5250761.667280
  nChanged 14
		SP:Iteration 36Q (3966.770000 sec): 3 clusters
  Score: Raw -5255960.830231 + Penalty 5190.478074 = -5250770.352158
  nChanged 13
		SP:Iteration 37Q (3966.860000 sec): 3 clusters
  Score: Raw -5255969.589602 + Penalty 5190.478074 = -5250779.111528
  nChanged 13
		SP:Iteration 38Q (3966.950000 sec): 3 clusters
  Score: Raw -5255981.147772 + Penalty 5190.478074 = -5250790.669698
  nChanged 13
		SP:Iteration 39Q (3967.050000 sec): 3 clusters
  Score: Raw -5255989.026082 + Penalty 5190.478074 = -5250798.548009
  nChanged 9
		SP:Iteration 40F (3967.170000 sec): 3 clusters
  Score: Raw -5255993.328592 + Penalty 5190.478074 = -5250802.850519
  nChanged 3
		SP:Iteration 41Q (3967.260000 sec): 3 clusters
  Score: Raw -5255995.186513 + Penalty 5190.478074 = -5250804.708440
  nChanged 6
		SP:Iteration 42Q (3967.350000 sec): 3 clusters
  Score: Raw -5255999.683762 + Penalty 5190.478074 = -5250809.205689
  nChanged 5
		SP:Iteration 43Q (3967.450000 sec): 3 clusters
  Score: Raw -5256002.417156 + Penalty 5190.478074 = -5250811.939083
  nChanged 2
		SP:Iteration 44Q (3967.540000 sec): 3 clusters
  Score: Raw -5256004.503198 + Penalty 5190.478074 = -5250814.025124
  nChanged 2
		SP:Iteration 45Q (3967.630000 sec): 3 clusters
  Score: Raw -5256005.640412 + Penalty 5190.478074 = -5250815.162338
  nChanged 2
		SP:Iteration 46Q (3967.720000 sec): 3 clusters
  Score: Raw -5256006.499191 + Penalty 5190.478074 = -5250816.021117
  nChanged 1
		SP:Iteration 47Q (3967.810000 sec): 3 clusters
  Score: Raw -5256006.850206 + Penalty 5190.478074 = -5250816.372133
  nChanged 1
		SP:Iteration 48Q (3967.900000 sec): 3 clusters
  Score: Raw -5256007.439681 + Penalty 5190.478074 = -5250816.961607
  nChanged 0
		SP:Iteration 49F (3968.030000 sec): 3 clusters
  Score: Raw -5256007.439681 + Penalty 5190.478074 = -5250816.961607
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (21659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3968.100000 sec): 2 clusters
  Score: Raw -3063377.155095 + Penalty 2475.827735 = -3060901.327360
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3968.180000 sec): 3 clusters
  Score: Raw -3050727.295317 + Penalty 4951.655470 = -3045775.639846
  nChanged 9554
		SP:Iteration 1F (3968.260000 sec): 3 clusters
  Score: Raw -3055903.682020 + Penalty 4951.655470 = -3050952.026549
  nChanged 1195
		SP:Iteration 2F (3968.340000 sec): 3 clusters
  Score: Raw -3056357.063750 + Penalty 4951.655470 = -3051405.408280
  nChanged 1010
		SP:Iteration 3Q (3968.420000 sec): 3 clusters
  Score: Raw -3056718.742096 + Penalty 4951.655470 = -3051767.086626
  nChanged 910
		SP:Iteration 4Q (3968.500000 sec): 3 clusters
  Score: Raw -3057039.772578 + Penalty 4951.655470 = -3052088.117108
  nChanged 843
		SP:Iteration 5Q (3968.580000 sec): 3 clusters
  Score: Raw -3057340.285633 + Penalty 4951.655470 = -3052388.630163
  nChanged 754
		SP:Iteration 6Q (3968.660000 sec): 3 clusters
  Score: Raw -3057593.772328 + Penalty 4951.655470 = -3052642.116858
  nChanged 726
		SP:Iteration 7Q (3968.740000 sec): 3 clusters
  Score: Raw -3057856.896632 + Penalty 4951.655470 = -3052905.241161
  nChanged 716
		SP:Iteration 8Q (3968.830000 sec): 3 clusters
  Score: Raw -3058102.280699 + Penalty 4951.655470 = -3053150.625229
  nChanged 668
		SP:Iteration 9Q (3968.910000 sec): 3 clusters
  Score: Raw -3058338.542045 + Penalty 4951.655470 = -3053386.886575
  nChanged 673
		SP:Iteration 10Q (3968.990000 sec): 3 clusters
  Score: Raw -3058606.987336 + Penalty 4951.655470 = -3053655.331866
  nChanged 699
		SP:Iteration 11Q (3969.070000 sec): 3 clusters
  Score: Raw -3058938.315696 + Penalty 4951.655470 = -3053986.660226
  nChanged 792
		SP:Iteration 12Q (3969.150000 sec): 3 clusters
  Score: Raw -3059362.851395 + Penalty 4951.655470 = -3054411.195925
  nChanged 845
		SP:Iteration 13Q (3969.230000 sec): 3 clusters
  Score: Raw -3059879.333198 + Penalty 4951.655470 = -3054927.677728
  nChanged 896
		SP:Iteration 14Q (3969.310000 sec): 3 clusters
  Score: Raw -3060439.153153 + Penalty 4951.655470 = -3055487.497683
  nChanged 827
		SP:Iteration 15Q (3969.390000 sec): 3 clusters
  Score: Raw -3060906.728349 + Penalty 4951.655470 = -3055955.072879
  nChanged 669
		SP:Iteration 16Q (3969.470000 sec): 3 clusters
  Score: Raw -3061206.254997 + Penalty 4951.655470 = -3056254.599527
  nChanged 484
		SP:Iteration 17Q (3969.550000 sec): 3 clusters
  Score: Raw -3061357.073636 + Penalty 4951.655470 = -3056405.418165
  nChanged 347
		SP:Iteration 18Q (3969.620000 sec): 3 clusters
  Score: Raw -3061449.247057 + Penalty 4951.655470 = -3056497.591586
  nChanged 269
		SP:Iteration 19Q (3969.700000 sec): 3 clusters
  Score: Raw -3061519.289156 + Penalty 4951.655470 = -3056567.633686
  nChanged 232
		SP:Iteration 20F (3969.770000 sec): 3 clusters
  Score: Raw -3061573.367138 + Penalty 4951.655470 = -3056621.711667
  nChanged 184
		SP:Iteration 21Q (3969.850000 sec): 3 clusters
  Score: Raw -3061616.561431 + Penalty 4951.655470 = -3056664.905961
  nChanged 172
		SP:Iteration 22Q (3969.930000 sec): 3 clusters
  Score: Raw -3061647.193155 + Penalty 4951.655470 = -3056695.537685
  nChanged 132
		SP:Iteration 23Q (3970.000000 sec): 3 clusters
  Score: Raw -3061670.346966 + Penalty 4951.655470 = -3056718.691496
  nChanged 132
		SP:Iteration 24Q (3970.080000 sec): 3 clusters
  Score: Raw -3061693.738953 + Penalty 4951.655470 = -3056742.083483
  nChanged 125
		SP:Iteration 25Q (3970.150000 sec): 3 clusters
  Score: Raw -3061713.938744 + Penalty 4951.655470 = -3056762.283274
  nChanged 102
		SP:Iteration 26Q (3970.230000 sec): 3 clusters
  Score: Raw -3061733.509086 + Penalty 4951.655470 = -3056781.853616
  nChanged 112
		SP:Iteration 27Q (3970.300000 sec): 3 clusters
  Score: Raw -3061750.579048 + Penalty 4951.655470 = -3056798.923578
  nChanged 102
		SP:Iteration 28Q (3970.380000 sec): 3 clusters
  Score: Raw -3061765.150205 + Penalty 4951.655470 = -3056813.494735
  nChanged 84
		SP:Iteration 29Q (3970.450000 sec): 3 clusters
  Score: Raw -3061777.953990 + Penalty 4951.655470 = -3056826.298520
  nChanged 86
		SP:Iteration 30Q (3970.530000 sec): 3 clusters
  Score: Raw -3061789.709142 + Penalty 4951.655470 = -3056838.053672
  nChanged 71
		SP:Iteration 31Q (3970.600000 sec): 3 clusters
  Score: Raw -3061798.066154 + Penalty 4951.655470 = -3056846.410683
  nChanged 74
		SP:Iteration 32Q (3970.670000 sec): 3 clusters
  Score: Raw -3061807.230330 + Penalty 4951.655470 = -3056855.574860
  nChanged 79
		SP:Iteration 33Q (3970.750000 sec): 3 clusters
  Score: Raw -3061819.688238 + Penalty 4951.655470 = -3056868.032768
  nChanged 81
		SP:Iteration 34Q (3970.830000 sec): 3 clusters
  Score: Raw -3061831.787273 + Penalty 4951.655470 = -3056880.131803
  nChanged 83
		SP:Iteration 35Q (3970.900000 sec): 3 clusters
  Score: Raw -3061844.631190 + Penalty 4951.655470 = -3056892.975719
  nChanged 99
		SP:Iteration 36Q (3970.980000 sec): 3 clusters
  Score: Raw -3061857.471898 + Penalty 4951.655470 = -3056905.816428
  nChanged 82
		SP:Iteration 37Q (3971.050000 sec): 3 clusters
  Score: Raw -3061869.775728 + Penalty 4951.655470 = -3056918.120258
  nChanged 71
		SP:Iteration 38Q (3971.130000 sec): 3 clusters
  Score: Raw -3061879.709327 + Penalty 4951.655470 = -3056928.053857
  nChanged 74
		SP:Iteration 39Q (3971.210000 sec): 3 clusters
  Score: Raw -3061889.860545 + Penalty 4951.655470 = -3056938.205075
  nChanged 74
		SP:Iteration 40F (3971.280000 sec): 3 clusters
  Score: Raw -3061899.207126 + Penalty 4951.655470 = -3056947.551655
  nChanged 66
		SP:Iteration 41Q (3971.360000 sec): 3 clusters
  Score: Raw -3061907.535368 + Penalty 4951.655470 = -3056955.879897
  nChanged 65
		SP:Iteration 42Q (3971.430000 sec): 3 clusters
  Score: Raw -3061916.013576 + Penalty 4951.655470 = -3056964.358105
  nChanged 64
		SP:Iteration 43Q (3971.510000 sec): 3 clusters
  Score: Raw -3061923.807103 + Penalty 4951.655470 = -3056972.151632
  nChanged 53
		SP:Iteration 44Q (3971.580000 sec): 3 clusters
  Score: Raw -3061929.998254 + Penalty 4951.655470 = -3056978.342783
  nChanged 46
		SP:Iteration 45Q (3971.650000 sec): 3 clusters
  Score: Raw -3061935.303553 + Penalty 4951.655470 = -3056983.648082
  nChanged 49
		SP:Iteration 46Q (3971.730000 sec): 3 clusters
  Score: Raw -3061940.615993 + Penalty 4951.655470 = -3056988.960523
  nChanged 51
		SP:Iteration 47Q (3971.800000 sec): 3 clusters
  Score: Raw -3061945.513590 + Penalty 4951.655470 = -3056993.858120
  nChanged 28
		SP:Iteration 48Q (3971.880000 sec): 3 clusters
  Score: Raw -3061947.977456 + Penalty 4951.655470 = -3056996.321985
  nChanged 21
		SP:Iteration 49Q (3971.950000 sec): 3 clusters
  Score: Raw -3061949.362767 + Penalty 4951.655470 = -3056997.707297
  nChanged 17
		SP:Iteration 50Q (3972.030000 sec): 3 clusters
  Score: Raw -3061950.654355 + Penalty 4951.655470 = -3056998.998885
  nChanged 13
		SP:Iteration 51Q (3972.100000 sec): 3 clusters
  Score: Raw -3061951.747515 + Penalty 4951.655470 = -3057000.092044
  nChanged 15
		SP:Iteration 52Q (3972.170000 sec): 3 clusters
  Score: Raw -3061953.117810 + Penalty 4951.655470 = -3057001.462340
  nChanged 16
		SP:Iteration 53Q (3972.250000 sec): 3 clusters
  Score: Raw -3061954.726495 + Penalty 4951.655470 = -3057003.071024
  nChanged 22
		SP:Iteration 54Q (3972.330000 sec): 3 clusters
  Score: Raw -3061956.386857 + Penalty 4951.655470 = -3057004.731387
  nChanged 22
		SP:Iteration 55Q (3972.400000 sec): 3 clusters
  Score: Raw -3061958.262952 + Penalty 4951.655470 = -3057006.607482
  nChanged 29
		SP:Iteration 56Q (3972.480000 sec): 3 clusters
  Score: Raw -3061961.397077 + Penalty 4951.655470 = -3057009.741607
  nChanged 34
		SP:Iteration 57Q (3972.550000 sec): 3 clusters
  Score: Raw -3061964.954448 + Penalty 4951.655470 = -3057013.298978
  nChanged 36
		SP:Iteration 58Q (3972.630000 sec): 3 clusters
  Score: Raw -3061968.703479 + Penalty 4951.655470 = -3057017.048009
  nChanged 39
		SP:Iteration 59Q (3972.710000 sec): 3 clusters
  Score: Raw -3061972.846775 + Penalty 4951.655470 = -3057021.191304
  nChanged 44
		SP:Iteration 60F (3972.790000 sec): 3 clusters
  Score: Raw -3061978.080481 + Penalty 4951.655470 = -3057026.425010
  nChanged 53
		SP:Iteration 61Q (3972.860000 sec): 3 clusters
  Score: Raw -3061984.858547 + Penalty 4951.655470 = -3057033.203077
  nChanged 63
		SP:Iteration 62Q (3972.940000 sec): 3 clusters
  Score: Raw -3061992.512460 + Penalty 4951.655470 = -3057040.856990
  nChanged 55
		SP:Iteration 63Q (3973.010000 sec): 3 clusters
  Score: Raw -3061998.828686 + Penalty 4951.655470 = -3057047.173216
  nChanged 37
		SP:Iteration 64Q (3973.090000 sec): 3 clusters
  Score: Raw -3062002.081561 + Penalty 4951.655470 = -3057050.426091
  nChanged 30
		SP:Iteration 65Q (3973.160000 sec): 3 clusters
  Score: Raw -3062004.673249 + Penalty 4951.655470 = -3057053.017779
  nChanged 25
		SP:Iteration 66Q (3973.240000 sec): 3 clusters
  Score: Raw -3062007.160775 + Penalty 4951.655470 = -3057055.505305
  nChanged 28
		SP:Iteration 67Q (3973.310000 sec): 3 clusters
  Score: Raw -3062010.084763 + Penalty 4951.655470 = -3057058.429293
  nChanged 33
		SP:Iteration 68Q (3973.390000 sec): 3 clusters
  Score: Raw -3062013.591766 + Penalty 4951.655470 = -3057061.936296
  nChanged 38
		SP:Iteration 69Q (3973.460000 sec): 3 clusters
  Score: Raw -3062016.944407 + Penalty 4951.655470 = -3057065.288937
  nChanged 35
		SP:Iteration 70Q (3973.540000 sec): 3 clusters
  Score: Raw -3062019.772697 + Penalty 4951.655470 = -3057068.117227
  nChanged 31
		SP:Iteration 71Q (3973.610000 sec): 3 clusters
  Score: Raw -3062022.806594 + Penalty 4951.655470 = -3057071.151124
  nChanged 35
		SP:Iteration 72Q (3973.690000 sec): 3 clusters
  Score: Raw -3062026.054383 + Penalty 4951.655470 = -3057074.398912
  nChanged 33
		SP:Iteration 73Q (3973.760000 sec): 3 clusters
  Score: Raw -3062028.869514 + Penalty 4951.655470 = -3057077.214044
  nChanged 31
		SP:Iteration 74Q (3973.840000 sec): 3 clusters
  Score: Raw -3062031.298883 + Penalty 4951.655470 = -3057079.643413
  nChanged 32
		SP:Iteration 75Q (3973.910000 sec): 3 clusters
  Score: Raw -3062033.729651 + Penalty 4951.655470 = -3057082.074181
  nChanged 31
		SP:Iteration 76Q (3973.990000 sec): 3 clusters
  Score: Raw -3062035.869402 + Penalty 4951.655470 = -3057084.213931
  nChanged 26
		SP:Iteration 77Q (3974.060000 sec): 3 clusters
  Score: Raw -3062038.040678 + Penalty 4951.655470 = -3057086.385208
  nChanged 25
		SP:Iteration 78Q (3974.140000 sec): 3 clusters
  Score: Raw -3062040.067446 + Penalty 4951.655470 = -3057088.411976
  nChanged 33
		SP:Iteration 79Q (3974.210000 sec): 3 clusters
  Score: Raw -3062042.902692 + Penalty 4951.655470 = -3057091.247222
  nChanged 30
		SP:Iteration 80F (3974.290000 sec): 3 clusters
  Score: Raw -3062045.496704 + Penalty 4951.655470 = -3057093.841233
  nChanged 26
		SP:Iteration 81Q (3974.370000 sec): 3 clusters
  Score: Raw -3062047.795323 + Penalty 4951.655470 = -3057096.139853
  nChanged 30
		SP:Iteration 82Q (3974.440000 sec): 3 clusters
  Score: Raw -3062051.228853 + Penalty 4951.655470 = -3057099.573383
  nChanged 34
		SP:Iteration 83Q (3974.520000 sec): 3 clusters
  Score: Raw -3062055.092601 + Penalty 4951.655470 = -3057103.437130
  nChanged 39
		SP:Iteration 84Q (3974.600000 sec): 3 clusters
  Score: Raw -3062058.629574 + Penalty 4951.655470 = -3057106.974103
  nChanged 33
		SP:Iteration 85Q (3974.670000 sec): 3 clusters
  Score: Raw -3062061.999454 + Penalty 4951.655470 = -3057110.343984
  nChanged 35
		SP:Iteration 86Q (3974.750000 sec): 3 clusters
  Score: Raw -3062065.744363 + Penalty 4951.655470 = -3057114.088893
  nChanged 36
		SP:Iteration 87Q (3974.820000 sec): 3 clusters
  Score: Raw -3062069.359160 + Penalty 4951.655470 = -3057117.703690
  nChanged 46
		SP:Iteration 88Q (3974.900000 sec): 3 clusters
  Score: Raw -3062074.514134 + Penalty 4951.655470 = -3057122.858664
  nChanged 52
		SP:Iteration 89Q (3974.980000 sec): 3 clusters
  Score: Raw -3062081.340379 + Penalty 4951.655470 = -3057129.684909
  nChanged 61
		SP:Iteration 90Q (3975.050000 sec): 3 clusters
  Score: Raw -3062091.097419 + Penalty 4951.655470 = -3057139.441949
  nChanged 82
		SP:Iteration 91Q (3975.130000 sec): 3 clusters
  Score: Raw -3062103.070735 + Penalty 4951.655470 = -3057151.415265
  nChanged 89
		SP:Iteration 92Q (3975.200000 sec): 3 clusters
  Score: Raw -3062117.022143 + Penalty 4951.655470 = -3057165.366673
  nChanged 102
		SP:Iteration 93Q (3975.280000 sec): 3 clusters
  Score: Raw -3062134.654677 + Penalty 4951.655470 = -3057182.999206
  nChanged 109
		SP:Iteration 94Q (3975.350000 sec): 3 clusters
  Score: Raw -3062153.823554 + Penalty 4951.655470 = -3057202.168083
  nChanged 95
		SP:Iteration 95Q (3975.430000 sec): 3 clusters
  Score: Raw -3062168.769451 + Penalty 4951.655470 = -3057217.113981
  nChanged 88
		SP:Iteration 96Q (3975.500000 sec): 3 clusters
  Score: Raw -3062180.461076 + Penalty 4951.655470 = -3057228.805605
  nChanged 72
		SP:Iteration 97Q (3975.580000 sec): 3 clusters
  Score: Raw -3062192.208858 + Penalty 4951.655470 = -3057240.553388
  nChanged 83
		SP:Iteration 98Q (3975.650000 sec): 3 clusters
  Score: Raw -3062205.162982 + Penalty 4951.655470 = -3057253.507512
  nChanged 87
		SP:Iteration 99Q (3975.730000 sec): 3 clusters
  Score: Raw -3062221.425015 + Penalty 4951.655470 = -3057269.769545
  nChanged 100
		SP:Iteration 100F (3975.810000 sec): 3 clusters
  Score: Raw -3062237.033588 + Penalty 4951.655470 = -3057285.378117
  nChanged 89
		SP:Iteration 101Q (3975.880000 sec): 3 clusters
  Score: Raw -3062249.614445 + Penalty 4951.655470 = -3057297.958975
  nChanged 87
		SP:Iteration 102Q (3975.960000 sec): 3 clusters
  Score: Raw -3062262.987555 + Penalty 4951.655470 = -3057311.332085
  nChanged 86
		SP:Iteration 103Q (3976.030000 sec): 3 clusters
  Score: Raw -3062276.226303 + Penalty 4951.655470 = -3057324.570832
  nChanged 73
		SP:Iteration 104Q (3976.110000 sec): 3 clusters
  Score: Raw -3062288.199574 + Penalty 4951.655470 = -3057336.544104
  nChanged 76
		SP:Iteration 105Q (3976.180000 sec): 3 clusters
  Score: Raw -3062300.962884 + Penalty 4951.655470 = -3057349.307414
  nChanged 79
		SP:Iteration 106Q (3976.260000 sec): 3 clusters
  Score: Raw -3062314.137384 + Penalty 4951.655470 = -3057362.481914
  nChanged 88
		SP:Iteration 107Q (3976.330000 sec): 3 clusters
  Score: Raw -3062330.336776 + Penalty 4951.655470 = -3057378.681306
  nChanged 102
		SP:Iteration 108Q (3976.400000 sec): 3 clusters
  Score: Raw -3062348.676441 + Penalty 4951.655470 = -3057397.020971
  nChanged 99
		SP:Iteration 109Q (3976.480000 sec): 3 clusters
  Score: Raw -3062368.108893 + Penalty 4951.655470 = -3057416.453423
  nChanged 104
		SP:Iteration 110Q (3976.550000 sec): 3 clusters
  Score: Raw -3062388.024637 + Penalty 4951.655470 = -3057436.369166
  nChanged 90
		SP:Iteration 111Q (3976.630000 sec): 3 clusters
  Score: Raw -3062403.598978 + Penalty 4951.655470 = -3057451.943508
  nChanged 84
		SP:Iteration 112Q (3976.700000 sec): 3 clusters
  Score: Raw -3062419.141330 + Penalty 4951.655470 = -3057467.485860
  nChanged 98
		SP:Iteration 113Q (3976.770000 sec): 3 clusters
  Score: Raw -3062441.569025 + Penalty 4951.655470 = -3057489.913555
  nChanged 112
		SP:Iteration 114Q (3976.850000 sec): 3 clusters
  Score: Raw -3062465.052412 + Penalty 4951.655470 = -3057513.396941
  nChanged 108
		SP:Iteration 115Q (3976.920000 sec): 3 clusters
  Score: Raw -3062487.983903 + Penalty 4951.655470 = -3057536.328433
  nChanged 117
		SP:Iteration 116Q (3976.990000 sec): 3 clusters
  Score: Raw -3062511.849769 + Penalty 4951.655470 = -3057560.194299
  nChanged 106
		SP:Iteration 117Q (3977.070000 sec): 3 clusters
  Score: Raw -3062534.531874 + Penalty 4951.655470 = -3057582.876404
  nChanged 119
		SP:Iteration 118Q (3977.140000 sec): 3 clusters
  Score: Raw -3062558.171344 + Penalty 4951.655470 = -3057606.515874
  nChanged 115
		SP:Iteration 119Q (3977.210000 sec): 3 clusters
  Score: Raw -3062582.040065 + Penalty 4951.655470 = -3057630.384595
  nChanged 110
		SP:Iteration 120F (3977.290000 sec): 3 clusters
  Score: Raw -3062607.880259 + Penalty 4951.655470 = -3057656.224788
  nChanged 124
		SP:Iteration 121Q (3977.360000 sec): 3 clusters
  Score: Raw -3062639.568206 + Penalty 4951.655470 = -3057687.912736
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		SP:Iteration 122Q (3977.440000 sec): 3 clusters
  Score: Raw -3062664.410143 + Penalty 4951.655470 = -3057712.754672
  nChanged 130
		SP:Iteration 123Q (3977.510000 sec): 3 clusters
  Score: Raw -3062694.074945 + Penalty 4951.655470 = -3057742.419475
  nChanged 124
		SP:Iteration 124Q (3977.580000 sec): 3 clusters
  Score: Raw -3062724.092629 + Penalty 4951.655470 = -3057772.437159
  nChanged 126
		SP:Iteration 125Q (3977.660000 sec): 3 clusters
  Score: Raw -3062754.706408 + Penalty 4951.655470 = -3057803.050938
  nChanged 110
		SP:Iteration 126Q (3977.730000 sec): 3 clusters
  Score: Raw -3062783.459759 + Penalty 4951.655470 = -3057831.804289
  nChanged 130
		SP:Iteration 127Q (3977.800000 sec): 3 clusters
  Score: Raw -3062817.165035 + Penalty 4951.655470 = -3057865.509565
  nChanged 139
		SP:Iteration 128Q (3977.880000 sec): 3 clusters
  Score: Raw -3062852.655516 + Penalty 4951.655470 = -3057901.000045
  nChanged 115
		SP:Iteration 129Q (3977.950000 sec): 3 clusters
  Score: Raw -3062882.879438 + Penalty 4951.655470 = -3057931.223968
  nChanged 110
		SP:Iteration 130Q (3978.020000 sec): 3 clusters
  Score: Raw -3062915.804292 + Penalty 4951.655470 = -3057964.148822
  nChanged 110
		SP:Iteration 131Q (3978.090000 sec): 3 clusters
  Score: Raw -3062948.946467 + Penalty 4951.655470 = -3057997.290996
  nChanged 122
		SP:Iteration 132Q (3978.160000 sec): 3 clusters
  Score: Raw -3062982.990768 + Penalty 4951.655470 = -3058031.335298
  nChanged 107
		SP:Iteration 133Q (3978.230000 sec): 3 clusters
  Score: Raw -3063017.825285 + Penalty 4951.655470 = -3058066.169814
  nChanged 108
		SP:Iteration 134Q (3978.300000 sec): 3 clusters
  Score: Raw -3063051.955002 + Penalty 4951.655470 = -3058100.299532
  nChanged 109
		SP:Iteration 135Q (3978.370000 sec): 3 clusters
  Score: Raw -3063081.227143 + Penalty 4951.655470 = -3058129.571673
  nChanged 102
		SP:Iteration 136Q (3978.440000 sec): 3 clusters
  Score: Raw -3063108.938083 + Penalty 4951.655470 = -3058157.282613
  nChanged 102
		SP:Iteration 137Q (3978.510000 sec): 3 clusters
  Score: Raw -3063133.738672 + Penalty 4951.655470 = -3058182.083202
  nChanged 86
		SP:Iteration 138Q (3978.580000 sec): 3 clusters
  Score: Raw -3063153.974025 + Penalty 4951.655470 = -3058202.318555
  nChanged 73
		SP:Iteration 139Q (3978.650000 sec): 3 clusters
  Score: Raw -3063170.415733 + Penalty 4951.655470 = -3058218.760263
  nChanged 69
		SP:Iteration 140F (3978.730000 sec): 3 clusters
  Score: Raw -3063184.485883 + Penalty 4951.655470 = -3058232.830413
  nChanged 67
		SP:Iteration 141Q (3978.800000 sec): 3 clusters
  Score: Raw -3063197.832327 + Penalty 4951.655470 = -3058246.176856
  nChanged 59
		SP:Iteration 142Q (3978.870000 sec): 3 clusters
  Score: Raw -3063209.083088 + Penalty 4951.655470 = -3058257.427618
  nChanged 68
		SP:Iteration 143Q (3978.940000 sec): 3 clusters
  Score: Raw -3063221.442777 + Penalty 4951.655470 = -3058269.787307
  nChanged 65
		SP:Iteration 144Q (3979.010000 sec): 3 clusters
  Score: Raw -3063232.080364 + Penalty 4951.655470 = -3058280.424894
  nChanged 48
		SP:Iteration 145Q (3979.080000 sec): 3 clusters
  Score: Raw -3063238.608861 + Penalty 4951.655470 = -3058286.953391
  nChanged 33
		SP:Iteration 146Q (3979.140000 sec): 3 clusters
  Score: Raw -3063243.398650 + Penalty 4951.655470 = -3058291.743179
  nChanged 30
		SP:Iteration 147Q (3979.210000 sec): 3 clusters
  Score: Raw -3063247.643585 + Penalty 4951.655470 = -3058295.988115
  nChanged 30
		SP:Iteration 148Q (3979.280000 sec): 3 clusters
  Score: Raw -3063252.562054 + Penalty 4951.655470 = -3058300.906583
  nChanged 27
		SP:Iteration 149Q (3979.350000 sec): 3 clusters
  Score: Raw -3063256.471841 + Penalty 4951.655470 = -3058304.816370
  nChanged 25
		SP:Iteration 150Q (3979.420000 sec): 3 clusters
  Score: Raw -3063260.363663 + Penalty 4951.655470 = -3058308.708193
  nChanged 21
		SP:Iteration 151Q (3979.480000 sec): 3 clusters
  Score: Raw -3063265.512431 + Penalty 4951.655470 = -3058313.856961
  nChanged 23
		SP:Iteration 152Q (3979.550000 sec): 3 clusters
  Score: Raw -3063268.948079 + Penalty 4951.655470 = -3058317.292609
  nChanged 32
		SP:Iteration 153Q (3979.620000 sec): 3 clusters
  Score: Raw -3063274.450579 + Penalty 4951.655470 = -3058322.795109
  nChanged 27
		SP:Iteration 154Q (3979.680000 sec): 3 clusters
  Score: Raw -3063278.270000 + Penalty 4951.655470 = -3058326.614530
  nChanged 16
		SP:Iteration 155Q (3979.750000 sec): 3 clusters
  Score: Raw -3063280.497903 + Penalty 4951.655470 = -3058328.842433
  nChanged 21
		SP:Iteration 156Q (3979.820000 sec): 3 clusters
  Score: Raw -3063283.499106 + Penalty 4951.655470 = -3058331.843636
  nChanged 21
		SP:Iteration 157Q (3979.890000 sec): 3 clusters
  Score: Raw -3063286.184678 + Penalty 4951.655470 = -3058334.529207
  nChanged 19
		SP:Iteration 158Q (3979.960000 sec): 3 clusters
  Score: Raw -3063288.770999 + Penalty 4951.655470 = -3058337.115528
  nChanged 17
		SP:Iteration 159Q (3980.020000 sec): 3 clusters
  Score: Raw -3063290.945407 + Penalty 4951.655470 = -3058339.289936
  nChanged 14
		SP:Iteration 160F (3980.100000 sec): 3 clusters
  Score: Raw -3063292.420104 + Penalty 4951.655470 = -3058340.764634
  nChanged 6
		SP:Iteration 161Q (3980.170000 sec): 3 clusters
  Score: Raw -3063293.036941 + Penalty 4951.655470 = -3058341.381471
  nChanged 7
		SP:Iteration 162Q (3980.240000 sec): 3 clusters
  Score: Raw -3063293.552586 + Penalty 4951.655470 = -3058341.897116
  nChanged 5
		SP:Iteration 163Q (3980.300000 sec): 3 clusters
  Score: Raw -3063294.088351 + Penalty 4951.655470 = -3058342.432881
  nChanged 6
		SP:Iteration 164Q (3980.370000 sec): 3 clusters
  Score: Raw -3063294.782812 + Penalty 4951.655470 = -3058343.127342
  nChanged 6
		SP:Iteration 165Q (3980.440000 sec): 3 clusters
  Score: Raw -3063295.529379 + Penalty 4951.655470 = -3058343.873909
  nChanged 4
		SP:Iteration 166Q (3980.510000 sec): 3 clusters
  Score: Raw -3063295.949838 + Penalty 4951.655470 = -3058344.294368
  nChanged 5
		SP:Iteration 167Q (3980.580000 sec): 3 clusters
  Score: Raw -3063296.821999 + Penalty 4951.655470 = -3058345.166529
  nChanged 5
		SP:Iteration 168Q (3980.640000 sec): 3 clusters
  Score: Raw -3063297.448438 + Penalty 4951.655470 = -3058345.792967
  nChanged 12
		SP:Iteration 169Q (3980.710000 sec): 3 clusters
  Score: Raw -3063299.173132 + Penalty 4951.655470 = -3058347.517661
  nChanged 9
		SP:Iteration 170Q (3980.780000 sec): 3 clusters
  Score: Raw -3063300.189094 + Penalty 4951.655470 = -3058348.533624
  nChanged 12
		SP:Iteration 171Q (3980.840000 sec): 3 clusters
  Score: Raw -3063302.251938 + Penalty 4951.655470 = -3058350.596468
  nChanged 15
		SP:Iteration 172Q (3980.910000 sec): 3 clusters
  Score: Raw -3063304.620425 + Penalty 4951.655470 = -3058352.964955
  nChanged 12
		SP:Iteration 173Q (3980.980000 sec): 3 clusters
  Score: Raw -3063305.685327 + Penalty 4951.655470 = -3058354.029857
  nChanged 6
		SP:Iteration 174Q (3981.040000 sec): 3 clusters
  Score: Raw -3063306.386929 + Penalty 4951.655470 = -3058354.731459
  nChanged 6
		SP:Iteration 175Q (3981.110000 sec): 3 clusters
  Score: Raw -3063306.987516 + Penalty 4951.655470 = -3058355.332046
  nChanged 8
		SP:Iteration 176Q (3981.180000 sec): 3 clusters
  Score: Raw -3063307.725889 + Penalty 4951.655470 = -3058356.070419
  nChanged 9
		SP:Iteration 177Q (3981.240000 sec): 3 clusters
  Score: Raw -3063308.631365 + Penalty 4951.655470 = -3058356.975895
  nChanged 8
		SP:Iteration 178Q (3981.310000 sec): 3 clusters
  Score: Raw -3063309.464339 + Penalty 4951.655470 = -3058357.808869
  nChanged 9
		SP:Iteration 179Q (3981.380000 sec): 3 clusters
  Score: Raw -3063310.356434 + Penalty 4951.655470 = -3058358.700964
  nChanged 9
		SP:Iteration 180F (3981.460000 sec): 3 clusters
  Score: Raw -3063311.186140 + Penalty 4951.655470 = -3058359.530669
  nChanged 8
		SP:Iteration 181Q (3981.520000 sec): 3 clusters
  Score: Raw -3063312.221244 + Penalty 4951.655470 = -3058360.565773
  nChanged 6
		SP:Iteration 182Q (3981.590000 sec): 3 clusters
  Score: Raw -3063312.901357 + Penalty 4951.655470 = -3058361.245886
  nChanged 4
		SP:Iteration 183Q (3981.660000 sec): 3 clusters
  Score: Raw -3063313.748513 + Penalty 4951.655470 = -3058362.093042
  nChanged 3
		SP:Iteration 184Q (3981.720000 sec): 3 clusters
  Score: Raw -3063314.191740 + Penalty 4951.655470 = -3058362.536269
  nChanged 5
		SP:Iteration 185Q (3981.790000 sec): 3 clusters
  Score: Raw -3063314.782932 + Penalty 4951.655470 = -3058363.127462
  nChanged 7
		SP:Iteration 186Q (3981.860000 sec): 3 clusters
  Score: Raw -3063315.783853 + Penalty 4951.655470 = -3058364.128383
  nChanged 4
		SP:Iteration 187Q (3981.920000 sec): 3 clusters
  Score: Raw -3063316.074584 + Penalty 4951.655470 = -3058364.419114
  nChanged 6
		SP:Iteration 188Q (3981.990000 sec): 3 clusters
  Score: Raw -3063317.251043 + Penalty 4951.655470 = -3058365.595573
  nChanged 11
		SP:Iteration 189Q (3982.060000 sec): 3 clusters
  Score: Raw -3063319.382895 + Penalty 4951.655470 = -3058367.727424
  nChanged 14
		SP:Iteration 190Q (3982.120000 sec): 3 clusters
  Score: Raw -3063320.896330 + Penalty 4951.655470 = -3058369.240860
  nChanged 14
		SP:Iteration 191Q (3982.190000 sec): 3 clusters
  Score: Raw -3063322.498739 + Penalty 4951.655470 = -3058370.843269
  nChanged 9
		SP:Iteration 192Q (3982.260000 sec): 3 clusters
  Score: Raw -3063323.577188 + Penalty 4951.655470 = -3058371.921718
  nChanged 10
		SP:Iteration 193Q (3982.320000 sec): 3 clusters
  Score: Raw -3063325.101954 + Penalty 4951.655470 = -3058373.446484
  nChanged 11
		SP:Iteration 194Q (3982.390000 sec): 3 clusters
  Score: Raw -3063326.505219 + Penalty 4951.655470 = -3058374.849748
  nChanged 14
		SP:Iteration 195Q (3982.460000 sec): 3 clusters
  Score: Raw -3063328.762380 + Penalty 4951.655470 = -3058377.106909
  nChanged 21
		SP:Iteration 196Q (3982.520000 sec): 3 clusters
  Score: Raw -3063332.398654 + Penalty 4951.655470 = -3058380.743183
  nChanged 23
		SP:Iteration 197Q (3982.590000 sec): 3 clusters
  Score: Raw -3063336.057963 + Penalty 4951.655470 = -3058384.402493
  nChanged 19
		SP:Iteration 198Q (3982.660000 sec): 3 clusters
  Score: Raw -3063338.798149 + Penalty 4951.655470 = -3058387.142679
  nChanged 18
		SP:Iteration 199Q (3982.720000 sec): 3 clusters
  Score: Raw -3063341.222605 + Penalty 4951.655470 = -3058389.567134
  nChanged 18
		SP:Iteration 200F (3982.800000 sec): 3 clusters
  Score: Raw -3063344.409386 + Penalty 4951.655470 = -3058392.753916
  nChanged 22
		SP:Iteration 201Q (3982.870000 sec): 3 clusters
  Score: Raw -3063348.067040 + Penalty 4951.655470 = -3058396.411569
  nChanged 24
		SP:Iteration 202Q (3982.940000 sec): 3 clusters
  Score: Raw -3063351.649536 + Penalty 4951.655470 = -3058399.994066
  nChanged 20
		SP:Iteration 203Q (3983.000000 sec): 3 clusters
  Score: Raw -3063354.146008 + Penalty 4951.655470 = -3058402.490538
  nChanged 17
		SP:Iteration 204Q (3983.070000 sec): 3 clusters
  Score: Raw -3063356.283777 + Penalty 4951.655470 = -3058404.628307
  nChanged 11
		SP:Iteration 205Q (3983.140000 sec): 3 clusters
  Score: Raw -3063357.739701 + Penalty 4951.655470 = -3058406.084230
  nChanged 9
		SP:Iteration 206Q (3983.200000 sec): 3 clusters
  Score: Raw -3063358.845144 + Penalty 4951.655470 = -3058407.189673
  nChanged 9
		SP:Iteration 207Q (3983.270000 sec): 3 clusters
  Score: Raw -3063359.912486 + Penalty 4951.655470 = -3058408.257016
  nChanged 8
		SP:Iteration 208Q (3983.330000 sec): 3 clusters
  Score: Raw -3063361.063754 + Penalty 4951.655470 = -3058409.408284
  nChanged 8
		SP:Iteration 209Q (3983.400000 sec): 3 clusters
  Score: Raw -3063361.900633 + Penalty 4951.655470 = -3058410.245162
  nChanged 7
		SP:Iteration 210Q (3983.470000 sec): 3 clusters
  Score: Raw -3063362.675316 + Penalty 4951.655470 = -3058411.019846
  nChanged 2
		SP:Iteration 211Q (3983.530000 sec): 3 clusters
  Score: Raw -3063362.825955 + Penalty 4951.655470 = -3058411.170485
  nChanged 1
		SP:Iteration 212Q (3983.600000 sec): 3 clusters
  Score: Raw -3063363.011816 + Penalty 4951.655470 = -3058411.356346
  nChanged 2
		SP:Iteration 213Q (3983.670000 sec): 3 clusters
  Score: Raw -3063363.404334 + Penalty 4951.655470 = -3058411.748863
  nChanged 8
		SP:Iteration 214Q (3983.730000 sec): 3 clusters
  Score: Raw -3063364.738602 + Penalty 4951.655470 = -3058413.083132
  nChanged 10
		SP:Iteration 215Q (3983.800000 sec): 3 clusters
  Score: Raw -3063365.641274 + Penalty 4951.655470 = -3058413.985803
  nChanged 5
		SP:Iteration 216Q (3983.860000 sec): 3 clusters
  Score: Raw -3063366.143871 + Penalty 4951.655470 = -3058414.488401
  nChanged 4
		SP:Iteration 217Q (3983.930000 sec): 3 clusters
  Score: Raw -3063366.601257 + Penalty 4951.655470 = -3058414.945787
  nChanged 7
		SP:Iteration 218Q (3984.000000 sec): 3 clusters
  Score: Raw -3063367.611015 + Penalty 4951.655470 = -3058415.955544
  nChanged 6
		SP:Iteration 219Q (3984.060000 sec): 3 clusters
  Score: Raw -3063368.389511 + Penalty 4951.655470 = -3058416.734040
  nChanged 7
		SP:Iteration 220F (3984.140000 sec): 3 clusters
  Score: Raw -3063369.579374 + Penalty 4951.655470 = -3058417.923904
  nChanged 9
		SP:Iteration 221Q (3984.200000 sec): 3 clusters
  Score: Raw -3063370.669171 + Penalty 4951.655470 = -3058419.013700
  nChanged 10
		SP:Iteration 222Q (3984.270000 sec): 3 clusters
  Score: Raw -3063372.036865 + Penalty 4951.655470 = -3058420.381394
  nChanged 10
		SP:Iteration 223Q (3984.340000 sec): 3 clusters
  Score: Raw -3063373.246977 + Penalty 4951.655470 = -3058421.591507
  nChanged 11
		SP:Iteration 224Q (3984.400000 sec): 3 clusters
  Score: Raw -3063374.739209 + Penalty 4951.655470 = -3058423.083738
  nChanged 5
		SP:Iteration 225Q (3984.470000 sec): 3 clusters
  Score: Raw -3063375.340321 + Penalty 4951.655470 = -3058423.684851
  nChanged 5
		SP:Iteration 226Q (3984.540000 sec): 3 clusters
  Score: Raw -3063376.269817 + Penalty 4951.655470 = -3058424.614347
  nChanged 3
		SP:Iteration 227Q (3984.600000 sec): 3 clusters
  Score: Raw -3063376.672202 + Penalty 4951.655470 = -3058425.016732
  nChanged 5
		SP:Iteration 228Q (3984.670000 sec): 3 clusters
  Score: Raw -3063377.341630 + Penalty 4951.655470 = -3058425.686159
  nChanged 7
		SP:Iteration 229Q (3984.730000 sec): 3 clusters
  Score: Raw -3063377.978928 + Penalty 4951.655470 = -3058426.323458
  nChanged 6
		SP:Iteration 230Q (3984.800000 sec): 3 clusters
  Score: Raw -3063378.719538 + Penalty 4951.655470 = -3058427.064067
  nChanged 6
		SP:Iteration 231Q (3984.860000 sec): 3 clusters
  Score: Raw -3063379.330023 + Penalty 4951.655470 = -3058427.674552
  nChanged 3
		SP:Iteration 232Q (3984.930000 sec): 3 clusters
  Score: Raw -3063379.635175 + Penalty 4951.655470 = -3058427.979704
  nChanged 5
		SP:Iteration 233Q (3985.000000 sec): 3 clusters
  Score: Raw -3063380.376385 + Penalty 4951.655470 = -3058428.720915
  nChanged 5
		SP:Iteration 234Q (3985.060000 sec): 3 clusters
  Score: Raw -3063380.963804 + Penalty 4951.655470 = -3058429.308333
  nChanged 6
		SP:Iteration 235Q (3985.120000 sec): 3 clusters
  Score: Raw -3063381.719817 + Penalty 4951.655470 = -3058430.064346
  nChanged 5
		SP:Iteration 236Q (3985.190000 sec): 3 clusters
  Score: Raw -3063382.196371 + Penalty 4951.655470 = -3058430.540901
  nChanged 3
		SP:Iteration 237Q (3985.260000 sec): 3 clusters
  Score: Raw -3063382.511112 + Penalty 4951.655470 = -3058430.855642
  nChanged 3
		SP:Iteration 238Q (3985.320000 sec): 3 clusters
  Score: Raw -3063382.809043 + Penalty 4951.655470 = -3058431.153572
  nChanged 5
		SP:Iteration 239Q (3985.390000 sec): 3 clusters
  Score: Raw -3063383.219434 + Penalty 4951.655470 = -3058431.563963
  nChanged 2
		SP:Iteration 240F (3985.460000 sec): 3 clusters
  Score: Raw -3063383.603043 + Penalty 4951.655470 = -3058431.947572
  nChanged 3
		SP:Iteration 241Q (3985.530000 sec): 3 clusters
  Score: Raw -3063384.029848 + Penalty 4951.655470 = -3058432.374377
  nChanged 6
		SP:Iteration 242Q (3985.600000 sec): 3 clusters
  Score: Raw -3063384.849944 + Penalty 4951.655470 = -3058433.194474
  nChanged 3
		SP:Iteration 243Q (3985.660000 sec): 3 clusters
  Score: Raw -3063385.114859 + Penalty 4951.655470 = -3058433.459389
  nChanged 2
		SP:Iteration 244Q (3985.730000 sec): 3 clusters
  Score: Raw -3063385.299539 + Penalty 4951.655470 = -3058433.644069
  nChanged 2
		SP:Iteration 245Q (3985.800000 sec): 3 clusters
  Score: Raw -3063385.443198 + Penalty 4951.655470 = -3058433.787728
  nChanged 1
		SP:Iteration 246Q (3985.860000 sec): 3 clusters
  Score: Raw -3063385.606173 + Penalty 4951.655470 = -3058433.950702
  nChanged 1
		SP:Iteration 247Q (3985.930000 sec): 3 clusters
  Score: Raw -3063385.721041 + Penalty 4951.655470 = -3058434.065571
  nChanged 1
		SP:Iteration 248Q (3985.990000 sec): 3 clusters
  Score: Raw -3063385.848589 + Penalty 4951.655470 = -3058434.193119
  nChanged 2
		SP:Iteration 249Q (3986.060000 sec): 3 clusters
  Score: Raw -3063386.082947 + Penalty 4951.655470 = -3058434.427477
  nChanged 1
		SP:Iteration 250Q (3986.120000 sec): 3 clusters
  Score: Raw -3063386.186774 + Penalty 4951.655470 = -3058434.531304
  nChanged 0
		SP:Iteration 251F (3986.200000 sec): 3 clusters
  Score: Raw -3063386.186774 + Penalty 4951.655470 = -3058434.531304
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (1090 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3986.220000 sec): 2 clusters
  Score: Raw -150532.910184 + Penalty 1734.495378 = -148798.414806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3986.220000 sec): 3 clusters
  Score: Raw -150336.745879 + Penalty 3468.990756 = -146867.755123
  nChanged 298
		SP:Iteration 1F (3986.220000 sec): 3 clusters
  Score: Raw -150808.676446 + Penalty 3468.990756 = -147339.685690
  nChanged 109
		SP:Iteration 2F (3986.230000 sec): 3 clusters
  Score: Raw -151110.121116 + Penalty 3468.990756 = -147641.130361
  nChanged 74
		SP:Iteration 3F (3986.240000 sec): 3 clusters
  Score: Raw -151358.766574 + Penalty 3468.990756 = -147889.775818
  nChanged 52
		SP:Iteration 4Q (3986.240000 sec): 3 clusters
  Score: Raw -151502.467882 + Penalty 3468.990756 = -148033.477127
  nChanged 41
		SP:Iteration 5Q (3986.240000 sec): 3 clusters
  Score: Raw -151595.216752 + Penalty 3468.990756 = -148126.225996
  nChanged 29
		SP:Iteration 6Q (3986.250000 sec): 3 clusters
  Score: Raw -151644.360325 + Penalty 3468.990756 = -148175.369569
  nChanged 27
		SP:Iteration 7Q (3986.250000 sec): 3 clusters
  Score: Raw -151705.471409 + Penalty 3468.990756 = -148236.480653
  nChanged 32
		SP:Iteration 8Q (3986.250000 sec): 3 clusters
  Score: Raw -151762.474974 + Penalty 3468.990756 = -148293.484218
  nChanged 23
		SP:Iteration 9Q (3986.260000 sec): 3 clusters
  Score: Raw -151811.480889 + Penalty 3468.990756 = -148342.490133
  nChanged 21
		SP:Iteration 10Q (3986.260000 sec): 3 clusters
  Score: Raw -151858.682099 + Penalty 3468.990756 = -148389.691344
  nChanged 24
		SP:Iteration 11Q (3986.260000 sec): 3 clusters
  Score: Raw -151920.114765 + Penalty 3468.990756 = -148451.124009
  nChanged 19
		SP:Iteration 12Q (3986.270000 sec): 3 clusters
  Score: Raw -151971.060065 + Penalty 3468.990756 = -148502.069310
  nChanged 12
		SP:Iteration 13Q (3986.270000 sec): 3 clusters
  Score: Raw -152015.606110 + Penalty 3468.990756 = -148546.615354
  nChanged 14
		SP:Iteration 14Q (3986.270000 sec): 3 clusters
  Score: Raw -152120.459805 + Penalty 3468.990756 = -148651.469049
  nChanged 12
		SP:Iteration 15Q (3986.270000 sec): 3 clusters
  Score: Raw -152232.255220 + Penalty 3468.990756 = -148763.264464
  nChanged 9
		SP:Iteration 16Q (3986.280000 sec): 3 clusters
  Score: Raw -152303.941992 + Penalty 3468.990756 = -148834.951236
  nChanged 7
		SP:Iteration 17Q (3986.280000 sec): 3 clusters
  Score: Raw -152321.081643 + Penalty 3468.990756 = -148852.090887
  nChanged 5
		SP:Iteration 18Q (3986.290000 sec): 3 clusters
  Score: Raw -152327.584758 + Penalty 3468.990756 = -148858.594003
  nChanged 1
		SP:Iteration 19Q (3986.290000 sec): 3 clusters
  Score: Raw -152328.707539 + Penalty 3468.990756 = -148859.716783
  nChanged 1
		SP:Iteration 20F (3986.290000 sec): 3 clusters
  Score: Raw -152330.756869 + Penalty 3468.990756 = -148861.766114
  nChanged 1
		SP:Iteration 21Q (3986.290000 sec): 3 clusters
  Score: Raw -152331.724902 + Penalty 3468.990756 = -148862.734146
  nChanged 1
		SP:Iteration 22Q (3986.300000 sec): 3 clusters
  Score: Raw -152332.938856 + Penalty 3468.990756 = -148863.948100
  nChanged 0
		SP:Iteration 23F (3986.300000 sec): 3 clusters
  Score: Raw -152332.938856 + Penalty 3468.990756 = -148863.948100
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 24.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2436 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3986.310000 sec): 2 clusters
  Score: Raw -341048.277789 + Penalty 1933.931932 = -339114.345857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3986.330000 sec): 3 clusters
  Score: Raw -340103.989390 + Penalty 3867.863864 = -336236.125526
  nChanged 823
		SP:Iteration 1F (3986.330000 sec): 3 clusters
  Score: Raw -340687.521310 + Penalty 3867.863864 = -336819.657446
  nChanged 184
		SP:Iteration 2F (3986.340000 sec): 3 clusters
  Score: Raw -340832.756138 + Penalty 3867.863864 = -336964.892274
  nChanged 115
		SP:Iteration 3Q (3986.350000 sec): 3 clusters
  Score: Raw -340915.608180 + Penalty 3867.863864 = -337047.744316
  nChanged 88
		SP:Iteration 4Q (3986.360000 sec): 3 clusters
  Score: Raw -340990.670369 + Penalty 3867.863864 = -337122.806505
  nChanged 72
		SP:Iteration 5Q (3986.370000 sec): 3 clusters
  Score: Raw -341047.228856 + Penalty 3867.863864 = -337179.364993
  nChanged 65
		SP:Iteration 6Q (3986.380000 sec): 3 clusters
  Score: Raw -341093.163369 + Penalty 3867.863864 = -337225.299505
  nChanged 51
		SP:Iteration 7Q (3986.390000 sec): 3 clusters
  Score: Raw -341138.164008 + Penalty 3867.863864 = -337270.300144
  nChanged 44
		SP:Iteration 8Q (3986.390000 sec): 3 clusters
  Score: Raw -341173.731367 + Penalty 3867.863864 = -337305.867503
  nChanged 35
		SP:Iteration 9Q (3986.400000 sec): 3 clusters
  Score: Raw -341206.680492 + Penalty 3867.863864 = -337338.816628
  nChanged 41
		SP:Iteration 10Q (3986.410000 sec): 3 clusters
  Score: Raw -341246.309625 + Penalty 3867.863864 = -337378.445761
  nChanged 43
		SP:Iteration 11Q (3986.420000 sec): 3 clusters
  Score: Raw -341278.565981 + Penalty 3867.863864 = -337410.702117
  nChanged 31
		SP:Iteration 12Q (3986.430000 sec): 3 clusters
  Score: Raw -341296.027076 + Penalty 3867.863864 = -337428.163212
  nChanged 16
		SP:Iteration 13Q (3986.440000 sec): 3 clusters
  Score: Raw -341306.292633 + Penalty 3867.863864 = -337438.428769
  nChanged 14
		SP:Iteration 14Q (3986.450000 sec): 3 clusters
  Score: Raw -341314.482279 + Penalty 3867.863864 = -337446.618415
  nChanged 13
		SP:Iteration 15Q (3986.450000 sec): 3 clusters
  Score: Raw -341321.001916 + Penalty 3867.863864 = -337453.138052
  nChanged 9
		SP:Iteration 16Q (3986.470000 sec): 3 clusters
  Score: Raw -341326.050954 + Penalty 3867.863864 = -337458.187090
  nChanged 6
		SP:Iteration 17Q (3986.470000 sec): 3 clusters
  Score: Raw -341329.215432 + Penalty 3867.863864 = -337461.351569
  nChanged 6
		SP:Iteration 18Q (3986.480000 sec): 3 clusters
  Score: Raw -341332.712267 + Penalty 3867.863864 = -337464.848403
  nChanged 7
		SP:Iteration 19Q (3986.490000 sec): 3 clusters
  Score: Raw -341336.713715 + Penalty 3867.863864 = -337468.849851
  nChanged 7
		SP:Iteration 20F (3986.500000 sec): 3 clusters
  Score: Raw -341341.499765 + Penalty 3867.863864 = -337473.635901
  nChanged 3
		SP:Iteration 21Q (3986.510000 sec): 3 clusters
  Score: Raw -341343.053301 + Penalty 3867.863864 = -337475.189437
  nChanged 1
		SP:Iteration 22Q (3986.510000 sec): 3 clusters
  Score: Raw -341343.913106 + Penalty 3867.863864 = -337476.049242
  nChanged 1
		SP:Iteration 23Q (3986.530000 sec): 3 clusters
  Score: Raw -341344.226096 + Penalty 3867.863864 = -337476.362232
  nChanged 0
		SP:Iteration 24F (3986.530000 sec): 3 clusters
  Score: Raw -341344.226096 + Penalty 3867.863864 = -337476.362232
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (41480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3986.670000 sec): 2 clusters
  Score: Raw -6044216.585960 + Penalty 2636.975732 = -6041579.610228
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3986.830000 sec): 3 clusters
  Score: Raw -6018853.413692 + Penalty 5273.951465 = -6013579.462227
  nChanged 18942
		SP:Iteration 1F (3986.980000 sec): 3 clusters
  Score: Raw -6029309.678688 + Penalty 5273.951465 = -6024035.727224
  nChanged 1829
		SP:Iteration 2Q (3987.130000 sec): 3 clusters
  Score: Raw -6029984.726491 + Penalty 5273.951465 = -6024710.775026
  nChanged 1786
		SP:Iteration 3Q (3987.290000 sec): 3 clusters
  Score: Raw -6030706.945494 + Penalty 5273.951465 = -6025432.994030
  nChanged 1753
		SP:Iteration 4Q (3987.450000 sec): 3 clusters
  Score: Raw -6031455.536604 + Penalty 5273.951465 = -6026181.585139
  nChanged 1702
		SP:Iteration 5Q (3987.610000 sec): 3 clusters
  Score: Raw -6032193.267351 + Penalty 5273.951465 = -6026919.315887
  nChanged 1659
		SP:Iteration 6Q (3987.760000 sec): 3 clusters
  Score: Raw -6032937.795801 + Penalty 5273.951465 = -6027663.844336
  nChanged 1681
		SP:Iteration 7Q (3987.910000 sec): 3 clusters
  Score: Raw -6033674.976410 + Penalty 5273.951465 = -6028401.024945
  nChanged 1649
		SP:Iteration 8Q (3988.070000 sec): 3 clusters
  Score: Raw -6034436.968645 + Penalty 5273.951465 = -6029163.017181
  nChanged 1712
		SP:Iteration 9Q (3988.220000 sec): 3 clusters
  Score: Raw -6035305.978112 + Penalty 5273.951465 = -6030032.026647
  nChanged 1699
		SP:Iteration 10Q (3988.370000 sec): 3 clusters
  Score: Raw -6036241.180159 + Penalty 5273.951465 = -6030967.228695
  nChanged 1728
		SP:Iteration 11Q (3988.530000 sec): 3 clusters
  Score: Raw -6037197.361830 + Penalty 5273.951465 = -6031923.410365
  nChanged 1715
		SP:Iteration 12Q (3988.680000 sec): 3 clusters
  Score: Raw -6038168.461519 + Penalty 5273.951465 = -6032894.510054
  nChanged 1601
		SP:Iteration 13Q (3988.830000 sec): 3 clusters
  Score: Raw -6039103.282582 + Penalty 5273.951465 = -6033829.331118
  nChanged 1473
		SP:Iteration 14Q (3988.970000 sec): 3 clusters
  Score: Raw -6039995.083758 + Penalty 5273.951465 = -6034721.132294
  nChanged 1392
		SP:Iteration 15Q (3989.120000 sec): 3 clusters
  Score: Raw -6040845.783102 + Penalty 5273.951465 = -6035571.831637
  nChanged 1257
		SP:Iteration 16Q (3989.250000 sec): 3 clusters
  Score: Raw -6041643.465299 + Penalty 5273.951465 = -6036369.513834
  nChanged 1085
		SP:Iteration 17Q (3989.390000 sec): 3 clusters
  Score: Raw -6042394.206097 + Penalty 5273.951465 = -6037120.254632
  nChanged 924
		SP:Iteration 18Q (3989.520000 sec): 3 clusters
  Score: Raw -6043062.711488 + Penalty 5273.951465 = -6037788.760024
  nChanged 739
		SP:Iteration 19Q (3989.640000 sec): 3 clusters
  Score: Raw -6043625.760799 + Penalty 5273.951465 = -6038351.809334
  nChanged 545
		SP:Iteration 20F (3989.790000 sec): 3 clusters
  Score: Raw -6044054.358941 + Penalty 5273.951465 = -6038780.407476
  nChanged 404
		SP:Iteration 21Q (3989.910000 sec): 3 clusters
  Score: Raw -6044389.002336 + Penalty 5273.951465 = -6039115.050871
  nChanged 276
		SP:Iteration 22Q (3990.020000 sec): 3 clusters
  Score: Raw -6044621.173803 + Penalty 5273.951465 = -6039347.222339
  nChanged 165
		SP:Iteration 23Q (3990.130000 sec): 3 clusters
  Score: Raw -6044753.664174 + Penalty 5273.951465 = -6039479.712709
  nChanged 104
		SP:Iteration 24Q (3990.240000 sec): 3 clusters
  Score: Raw -6044836.711792 + Penalty 5273.951465 = -6039562.760328
  nChanged 75
		SP:Iteration 25Q (3990.350000 sec): 3 clusters
  Score: Raw -6044893.066618 + Penalty 5273.951465 = -6039619.115153
  nChanged 55
		SP:Iteration 26Q (3990.460000 sec): 3 clusters
  Score: Raw -6044937.706026 + Penalty 5273.951465 = -6039663.754561
  nChanged 32
		SP:Iteration 27Q (3990.570000 sec): 3 clusters
  Score: Raw -6044961.471886 + Penalty 5273.951465 = -6039687.520422
  nChanged 24
		SP:Iteration 28Q (3990.680000 sec): 3 clusters
  Score: Raw -6044975.708250 + Penalty 5273.951465 = -6039701.756785
  nChanged 15
		SP:Iteration 29Q (3990.780000 sec): 3 clusters
  Score: Raw -6044984.589664 + Penalty 5273.951465 = -6039710.638199
  nChanged 10
		SP:Iteration 30Q (3990.890000 sec): 3 clusters
  Score: Raw -6044992.002428 + Penalty 5273.951465 = -6039718.050963
  nChanged 2
		SP:Iteration 31Q (3991.000000 sec): 3 clusters
  Score: Raw -6044993.423631 + Penalty 5273.951465 = -6039719.472166
  nChanged 3
		SP:Iteration 32Q (3991.100000 sec): 3 clusters
  Score: Raw -6044995.583341 + Penalty 5273.951465 = -6039721.631877
  nChanged 4
		SP:Iteration 33Q (3991.210000 sec): 3 clusters
  Score: Raw -6044996.986100 + Penalty 5273.951465 = -6039723.034636
  nChanged 2
		SP:Iteration 34Q (3991.320000 sec): 3 clusters
  Score: Raw -6044998.147689 + Penalty 5273.951465 = -6039724.196225
  nChanged 2
		SP:Iteration 35Q (3991.420000 sec): 3 clusters
  Score: Raw -6044999.269607 + Penalty 5273.951465 = -6039725.318142
  nChanged 3
		SP:Iteration 36Q (3991.530000 sec): 3 clusters
  Score: Raw -6045001.135536 + Penalty 5273.951465 = -6039727.184072
  nChanged 2
		SP:Iteration 37Q (3991.640000 sec): 3 clusters
  Score: Raw -6045001.844674 + Penalty 5273.951465 = -6039727.893210
  nChanged 1
		SP:Iteration 38Q (3991.740000 sec): 3 clusters
  Score: Raw -6045002.038712 + Penalty 5273.951465 = -6039728.087247
  nChanged 1
		SP:Iteration 39Q (3991.860000 sec): 3 clusters
  Score: Raw -6045002.721982 + Penalty 5273.951465 = -6039728.770517
  nChanged 0
		SP:Iteration 40F (3992.010000 sec): 3 clusters
  Score: Raw -6045005.286108 + Penalty 5273.951465 = -6039731.334643
  nChanged 1
		SP:Iteration 41Q (3992.120000 sec): 3 clusters
  Score: Raw -6045006.313272 + Penalty 5273.951465 = -6039732.361807
  nChanged 0
		SP:Iteration 42F (3992.260000 sec): 3 clusters
  Score: Raw -6045006.313272 + Penalty 5273.951465 = -6039732.361807
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (65664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3992.480000 sec): 2 clusters
  Score: Raw -9455920.363210 + Penalty 2750.891915 = -9453169.471295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3992.730000 sec): 3 clusters
  Score: Raw -9414697.170160 + Penalty 5501.783830 = -9409195.386330
  nChanged 30570
		SP:Iteration 1F (3992.970000 sec): 3 clusters
  Score: Raw -9431823.110412 + Penalty 5501.783830 = -9426321.326582
  nChanged 2742
		SP:Iteration 2Q (3993.220000 sec): 3 clusters
  Score: Raw -9432754.625999 + Penalty 5501.783830 = -9427252.842169
  nChanged 3067
		SP:Iteration 3Q (3993.470000 sec): 3 clusters
  Score: Raw -9434056.832681 + Penalty 5501.783830 = -9428555.048851
  nChanged 3627
		SP:Iteration 4F (3993.710000 sec): 3 clusters
  Score: Raw -9435976.528854 + Penalty 5501.783830 = -9430474.745024
  nChanged 4156
		SP:Iteration 5F (3993.960000 sec): 3 clusters
  Score: Raw -9438598.593171 + Penalty 5501.783830 = -9433096.809341
  nChanged 4484
		SP:Iteration 6F (3994.200000 sec): 3 clusters
  Score: Raw -9441744.903152 + Penalty 5501.783830 = -9436243.119321
  nChanged 4350
		SP:Iteration 7F (3994.450000 sec): 3 clusters
  Score: Raw -9444998.208681 + Penalty 5501.783830 = -9439496.424851
  nChanged 3688
		SP:Iteration 8F (3994.700000 sec): 3 clusters
  Score: Raw -9447727.755909 + Penalty 5501.783830 = -9442225.972079
  nChanged 2871
		SP:Iteration 9Q (3994.930000 sec): 3 clusters
  Score: Raw -9449853.005685 + Penalty 5501.783830 = -9444351.221855
  nChanged 2196
		SP:Iteration 10Q (3995.170000 sec): 3 clusters
  Score: Raw -9451389.888012 + Penalty 5501.783830 = -9445888.104182
  nChanged 1624
		SP:Iteration 11Q (3995.390000 sec): 3 clusters
  Score: Raw -9452481.797028 + Penalty 5501.783830 = -9446980.013198
  nChanged 1286
		SP:Iteration 12Q (3995.600000 sec): 3 clusters
  Score: Raw -9453242.869006 + Penalty 5501.783830 = -9447741.085176
  nChanged 1031
		SP:Iteration 13Q (3995.810000 sec): 3 clusters
  Score: Raw -9453783.971712 + Penalty 5501.783830 = -9448282.187882
  nChanged 860
		SP:Iteration 14Q (3996.010000 sec): 3 clusters
  Score: Raw -9454222.502301 + Penalty 5501.783830 = -9448720.718471
  nChanged 731
		SP:Iteration 15Q (3996.210000 sec): 3 clusters
  Score: Raw -9454609.910770 + Penalty 5501.783830 = -9449108.126940
  nChanged 658
		SP:Iteration 16Q (3996.400000 sec): 3 clusters
  Score: Raw -9454987.922081 + Penalty 5501.783830 = -9449486.138251
  nChanged 581
		SP:Iteration 17Q (3996.590000 sec): 3 clusters
  Score: Raw -9455313.662693 + Penalty 5501.783830 = -9449811.878863
  nChanged 422
		SP:Iteration 18Q (3996.780000 sec): 3 clusters
  Score: Raw -9455562.288390 + Penalty 5501.783830 = -9450060.504560
  nChanged 366
		SP:Iteration 19Q (3996.960000 sec): 3 clusters
  Score: Raw -9455802.485657 + Penalty 5501.783830 = -9450300.701827
  nChanged 279
		SP:Iteration 20F (3997.200000 sec): 3 clusters
  Score: Raw -9455982.739063 + Penalty 5501.783830 = -9450480.955233
  nChanged 206
		SP:Iteration 21Q (3997.380000 sec): 3 clusters
  Score: Raw -9456108.000190 + Penalty 5501.783830 = -9450606.216359
  nChanged 197
		SP:Iteration 22Q (3997.560000 sec): 3 clusters
  Score: Raw -9456229.798285 + Penalty 5501.783830 = -9450728.014455
  nChanged 167
		SP:Iteration 23Q (3997.730000 sec): 3 clusters
  Score: Raw -9456326.203842 + Penalty 5501.783830 = -9450824.420012
  nChanged 133
		SP:Iteration 24Q (3997.900000 sec): 3 clusters
  Score: Raw -9456397.111339 + Penalty 5501.783830 = -9450895.327509
  nChanged 107
		SP:Iteration 25Q (3998.080000 sec): 3 clusters
  Score: Raw -9456455.928477 + Penalty 5501.783830 = -9450954.144647
  nChanged 100
		SP:Iteration 26Q (3998.250000 sec): 3 clusters
  Score: Raw -9456514.371170 + Penalty 5501.783830 = -9451012.587339
  nChanged 85
		SP:Iteration 27Q (3998.420000 sec): 3 clusters
  Score: Raw -9456568.772588 + Penalty 5501.783830 = -9451066.988758
  nChanged 81
		SP:Iteration 28Q (3998.600000 sec): 3 clusters
  Score: Raw -9456608.896839 + Penalty 5501.783830 = -9451107.113009
  nChanged 60
		SP:Iteration 29Q (3998.770000 sec): 3 clusters
  Score: Raw -9456639.631735 + Penalty 5501.783830 = -9451137.847905
  nChanged 50
		SP:Iteration 30Q (3998.940000 sec): 3 clusters
  Score: Raw -9456662.589512 + Penalty 5501.783830 = -9451160.805682
  nChanged 42
		SP:Iteration 31Q (3999.110000 sec): 3 clusters
  Score: Raw -9456686.343404 + Penalty 5501.783830 = -9451184.559574
  nChanged 34
		SP:Iteration 32Q (3999.280000 sec): 3 clusters
  Score: Raw -9456705.712149 + Penalty 5501.783830 = -9451203.928319
  nChanged 35
		SP:Iteration 33Q (3999.450000 sec): 3 clusters
  Score: Raw -9456724.123339 + Penalty 5501.783830 = -9451222.339509
  nChanged 30
		SP:Iteration 34Q (3999.620000 sec): 3 clusters
  Score: Raw -9456739.449276 + Penalty 5501.783830 = -9451237.665446
  nChanged 26
		SP:Iteration 35Q (3999.790000 sec): 3 clusters
  Score: Raw -9456751.340062 + Penalty 5501.783830 = -9451249.556232
  nChanged 20
		SP:Iteration 36Q (3999.960000 sec): 3 clusters
  Score: Raw -9456758.066814 + Penalty 5501.783830 = -9451256.282984
  nChanged 13
		SP:Iteration 37Q (4000.130000 sec): 3 clusters
  Score: Raw -9456761.639803 + Penalty 5501.783830 = -9451259.855973
  nChanged 10
		SP:Iteration 38Q (4000.300000 sec): 3 clusters
  Score: Raw -9456765.514116 + Penalty 5501.783830 = -9451263.730286
  nChanged 9
		SP:Iteration 39Q (4000.470000 sec): 3 clusters
  Score: Raw -9456770.291910 + Penalty 5501.783830 = -9451268.508080
  nChanged 11
		SP:Iteration 40F (4000.710000 sec): 3 clusters
  Score: Raw -9456774.898393 + Penalty 5501.783830 = -9451273.114563
  nChanged 8
		SP:Iteration 41Q (4000.880000 sec): 3 clusters
  Score: Raw -9456777.635990 + Penalty 5501.783830 = -9451275.852159
  nChanged 6
		SP:Iteration 42Q (4001.040000 sec): 3 clusters
  Score: Raw -9456779.156593 + Penalty 5501.783830 = -9451277.372763
  nChanged 4
		SP:Iteration 43Q (4001.210000 sec): 3 clusters
  Score: Raw -9456780.120376 + Penalty 5501.783830 = -9451278.336546
  nChanged 6
		SP:Iteration 44Q (4001.380000 sec): 3 clusters
  Score: Raw -9456782.426824 + Penalty 5501.783830 = -9451280.642994
  nChanged 5
		SP:Iteration 45Q (4001.550000 sec): 3 clusters
  Score: Raw -9456783.896434 + Penalty 5501.783830 = -9451282.112604
  nChanged 5
		SP:Iteration 46Q (4001.720000 sec): 3 clusters
  Score: Raw -9456785.816314 + Penalty 5501.783830 = -9451284.032484
  nChanged 4
		SP:Iteration 47Q (4001.890000 sec): 3 clusters
  Score: Raw -9456786.964952 + Penalty 5501.783830 = -9451285.181121
  nChanged 1
		SP:Iteration 48Q (4002.060000 sec): 3 clusters
  Score: Raw -9456787.262741 + Penalty 5501.783830 = -9451285.478911
  nChanged 3
		SP:Iteration 49Q (4002.220000 sec): 3 clusters
  Score: Raw -9456788.055227 + Penalty 5501.783830 = -9451286.271397
  nChanged 3
		SP:Iteration 50Q (4002.390000 sec): 3 clusters
  Score: Raw -9456788.875335 + Penalty 5501.783830 = -9451287.091505
  nChanged 2
		SP:Iteration 51Q (4002.560000 sec): 3 clusters
  Score: Raw -9456789.267961 + Penalty 5501.783830 = -9451287.484131
  nChanged 2
		SP:Iteration 52Q (4002.730000 sec): 3 clusters
  Score: Raw -9456789.944715 + Penalty 5501.783830 = -9451288.160885
  nChanged 4
		SP:Iteration 53Q (4002.900000 sec): 3 clusters
  Score: Raw -9456791.995941 + Penalty 5501.783830 = -9451290.212111
  nChanged 6
		SP:Iteration 54Q (4003.070000 sec): 3 clusters
  Score: Raw -9456794.607994 + Penalty 5501.783830 = -9451292.824164
  nChanged 8
		SP:Iteration 55Q (4003.240000 sec): 3 clusters
  Score: Raw -9456798.484489 + Penalty 5501.783830 = -9451296.700659
  nChanged 10
		SP:Iteration 56Q (4003.400000 sec): 3 clusters
  Score: Raw -9456802.074961 + Penalty 5501.783830 = -9451300.291131
  nChanged 10
		SP:Iteration 57Q (4003.570000 sec): 3 clusters
  Score: Raw -9456805.642418 + Penalty 5501.783830 = -9451303.858588
  nChanged 9
		SP:Iteration 58Q (4003.740000 sec): 3 clusters
  Score: Raw -9456809.153190 + Penalty 5501.783830 = -9451307.369360
  nChanged 4
		SP:Iteration 59Q (4003.910000 sec): 3 clusters
  Score: Raw -9456812.581173 + Penalty 5501.783830 = -9451310.797343
  nChanged 5
		SP:Iteration 60F (4004.140000 sec): 3 clusters
  Score: Raw -9456814.480006 + Penalty 5501.783830 = -9451312.696176
  nChanged 5
		SP:Iteration 61Q (4004.310000 sec): 3 clusters
  Score: Raw -9456815.757712 + Penalty 5501.783830 = -9451313.973881
  nChanged 1
		SP:Iteration 62Q (4004.480000 sec): 3 clusters
  Score: Raw -9456815.947688 + Penalty 5501.783830 = -9451314.163858
  nChanged 1
		SP:Iteration 63Q (4004.650000 sec): 3 clusters
  Score: Raw -9456816.492976 + Penalty 5501.783830 = -9451314.709146
  nChanged 1
		SP:Iteration 64Q (4004.820000 sec): 3 clusters
  Score: Raw -9456816.622253 + Penalty 5501.783830 = -9451314.838423
  nChanged 0
		SP:Iteration 65F (4005.050000 sec): 3 clusters
  Score: Raw -9456816.622253 + Penalty 5501.783830 = -9451314.838423
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (312482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4006.590000 sec): 2 clusters
  Score: Raw -46366846.089501 + Penalty 3137.770932 = -46363708.318569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4007.750000 sec): 3 clusters
  Score: Raw -46160262.058752 + Penalty 6275.541865 = -46153986.516887
  nChanged 151327
		SP:Iteration 1F (4008.910000 sec): 3 clusters
  Score: Raw -46249929.129061 + Penalty 6275.541865 = -46243653.587197
  nChanged 8515
		SP:Iteration 2Q (4010.090000 sec): 3 clusters
  Score: Raw -46251958.873626 + Penalty 6275.541865 = -46245683.331761
  nChanged 10001
		SP:Iteration 3Q (4011.270000 sec): 3 clusters
  Score: Raw -46255089.781241 + Penalty 6275.541865 = -46248814.239376
  nChanged 12470
		SP:Iteration 4Q (4012.460000 sec): 3 clusters
  Score: Raw -46260417.981432 + Penalty 6275.541865 = -46254142.439567
  nChanged 15390
		SP:Iteration 5Q (4013.630000 sec): 3 clusters
  Score: Raw -46269185.907697 + Penalty 6275.541865 = -46262910.365833
  nChanged 18995
		SP:Iteration 6F (4014.790000 sec): 3 clusters
  Score: Raw -46283231.470552 + Penalty 6275.541865 = -46276955.928687
  nChanged 21589
		SP:Iteration 7F (4015.940000 sec): 3 clusters
  Score: Raw -46302659.908077 + Penalty 6275.541865 = -46296384.366212
  nChanged 21741
		SP:Iteration 8F (4017.100000 sec): 3 clusters
  Score: Raw -46323724.505447 + Penalty 6275.541865 = -46317448.963582
  nChanged 18869
		SP:Iteration 9F (4018.250000 sec): 3 clusters
  Score: Raw -46340485.897239 + Penalty 6275.541865 = -46334210.355375
  nChanged 14805
		SP:Iteration 10Q (4019.330000 sec): 3 clusters
  Score: Raw -46352118.300182 + Penalty 6275.541865 = -46345842.758318
  nChanged 11323
		SP:Iteration 11Q (4020.360000 sec): 3 clusters
  Score: Raw -46360148.180732 + Penalty 6275.541865 = -46353872.638868
  nChanged 8912
		SP:Iteration 12Q (4021.370000 sec): 3 clusters
  Score: Raw -46365818.714719 + Penalty 6275.541865 = -46359543.172854
  nChanged 7192
		SP:Iteration 13Q (4022.350000 sec): 3 clusters
  Score: Raw -46369832.011958 + Penalty 6275.541865 = -46363556.470094
  nChanged 5733
		SP:Iteration 14Q (4023.320000 sec): 3 clusters
  Score: Raw -46372539.340615 + Penalty 6275.541865 = -46366263.798750
  nChanged 4489
		SP:Iteration 15Q (4024.270000 sec): 3 clusters
  Score: Raw -46374280.714214 + Penalty 6275.541865 = -46368005.172350
  nChanged 3432
		SP:Iteration 16Q (4025.200000 sec): 3 clusters
  Score: Raw -46375366.691624 + Penalty 6275.541865 = -46369091.149759
  nChanged 2754
		SP:Iteration 17Q (4026.130000 sec): 3 clusters
  Score: Raw -46376104.522095 + Penalty 6275.541865 = -46369828.980230
  nChanged 2292
		SP:Iteration 18Q (4027.050000 sec): 3 clusters
  Score: Raw -46376633.660264 + Penalty 6275.541865 = -46370358.118399
  nChanged 1961
		SP:Iteration 19Q (4027.980000 sec): 3 clusters
  Score: Raw -46377026.096154 + Penalty 6275.541865 = -46370750.554289
  nChanged 1626
		SP:Iteration 20F (4029.120000 sec): 3 clusters
  Score: Raw -46377307.723237 + Penalty 6275.541865 = -46371032.181372
  nChanged 1406
		SP:Iteration 21Q (4030.020000 sec): 3 clusters
  Score: Raw -46377526.405922 + Penalty 6275.541865 = -46371250.864057
  nChanged 1171
		SP:Iteration 22Q (4030.930000 sec): 3 clusters
  Score: Raw -46377687.289821 + Penalty 6275.541865 = -46371411.747956
  nChanged 963
		SP:Iteration 23Q (4031.830000 sec): 3 clusters
  Score: Raw -46377800.425588 + Penalty 6275.541865 = -46371524.883723
  nChanged 793
		SP:Iteration 24Q (4032.730000 sec): 3 clusters
  Score: Raw -46377883.885426 + Penalty 6275.541865 = -46371608.343562
  nChanged 639
		SP:Iteration 25Q (4033.630000 sec): 3 clusters
  Score: Raw -46377943.041750 + Penalty 6275.541865 = -46371667.499885
  nChanged 546
		SP:Iteration 26Q (4034.520000 sec): 3 clusters
  Score: Raw -46377990.087113 + Penalty 6275.541865 = -46371714.545248
  nChanged 486
		SP:Iteration 27Q (4035.410000 sec): 3 clusters
  Score: Raw -46378030.071956 + Penalty 6275.541865 = -46371754.530091
  nChanged 421
		SP:Iteration 28Q (4036.310000 sec): 3 clusters
  Score: Raw -46378060.694168 + Penalty 6275.541865 = -46371785.152304
  nChanged 332
		SP:Iteration 29Q (4037.210000 sec): 3 clusters
  Score: Raw -46378081.971640 + Penalty 6275.541865 = -46371806.429775
  nChanged 290
		SP:Iteration 30Q (4038.090000 sec): 3 clusters
  Score: Raw -46378099.525120 + Penalty 6275.541865 = -46371823.983256
  nChanged 256
		SP:Iteration 31Q (4038.990000 sec): 3 clusters
  Score: Raw -46378114.552955 + Penalty 6275.541865 = -46371839.011090
  nChanged 231
		SP:Iteration 32Q (4039.870000 sec): 3 clusters
  Score: Raw -46378125.499678 + Penalty 6275.541865 = -46371849.957813
  nChanged 160
		SP:Iteration 33Q (4040.760000 sec): 3 clusters
  Score: Raw -46378131.959993 + Penalty 6275.541865 = -46371856.418129
  nChanged 113
		SP:Iteration 34Q (4041.650000 sec): 3 clusters
  Score: Raw -46378136.289787 + Penalty 6275.541865 = -46371860.747923
  nChanged 97
		SP:Iteration 35Q (4042.540000 sec): 3 clusters
  Score: Raw -46378139.914714 + Penalty 6275.541865 = -46371864.372849
  nChanged 93
		SP:Iteration 36Q (4043.430000 sec): 3 clusters
  Score: Raw -46378143.424208 + Penalty 6275.541865 = -46371867.882344
  nChanged 84
		SP:Iteration 37Q (4044.310000 sec): 3 clusters
  Score: Raw -46378146.879850 + Penalty 6275.541865 = -46371871.337985
  nChanged 72
		SP:Iteration 38Q (4045.210000 sec): 3 clusters
  Score: Raw -46378149.352686 + Penalty 6275.541865 = -46371873.810821
  nChanged 61
		SP:Iteration 39Q (4046.090000 sec): 3 clusters
  Score: Raw -46378151.631709 + Penalty 6275.541865 = -46371876.089845
  nChanged 57
		SP:Iteration 40F (4047.240000 sec): 3 clusters
  Score: Raw -46378153.657975 + Penalty 6275.541865 = -46371878.116111
  nChanged 48
		SP:Iteration 41Q (4048.120000 sec): 3 clusters
  Score: Raw -46378154.959586 + Penalty 6275.541865 = -46371879.417721
  nChanged 41
		SP:Iteration 42Q (4049.010000 sec): 3 clusters
  Score: Raw -46378156.247153 + Penalty 6275.541865 = -46371880.705288
  nChanged 44
		SP:Iteration 43Q (4049.890000 sec): 3 clusters
  Score: Raw -46378157.566196 + Penalty 6275.541865 = -46371882.024331
  nChanged 46
		SP:Iteration 44Q (4050.780000 sec): 3 clusters
  Score: Raw -46378158.963781 + Penalty 6275.541865 = -46371883.421916
  nChanged 43
		SP:Iteration 45Q (4051.670000 sec): 3 clusters
  Score: Raw -46378160.344841 + Penalty 6275.541865 = -46371884.802977
  nChanged 39
		SP:Iteration 46Q (4052.560000 sec): 3 clusters
  Score: Raw -46378161.581303 + Penalty 6275.541865 = -46371886.039438
  nChanged 29
		SP:Iteration 47Q (4053.450000 sec): 3 clusters
  Score: Raw -46378162.553146 + Penalty 6275.541865 = -46371887.011281
  nChanged 44
		SP:Iteration 48Q (4054.340000 sec): 3 clusters
  Score: Raw -46378163.994474 + Penalty 6275.541865 = -46371888.452609
  nChanged 36
		SP:Iteration 49Q (4055.230000 sec): 3 clusters
  Score: Raw -46378165.148041 + Penalty 6275.541865 = -46371889.606176
  nChanged 37
		SP:Iteration 50Q (4056.110000 sec): 3 clusters
  Score: Raw -46378166.346546 + Penalty 6275.541865 = -46371890.804681
  nChanged 39
		SP:Iteration 51Q (4056.990000 sec): 3 clusters
  Score: Raw -46378167.605842 + Penalty 6275.541865 = -46371892.063977
  nChanged 33
		SP:Iteration 52Q (4057.880000 sec): 3 clusters
  Score: Raw -46378168.593740 + Penalty 6275.541865 = -46371893.051876
  nChanged 32
		SP:Iteration 53Q (4058.770000 sec): 3 clusters
  Score: Raw -46378169.530362 + Penalty 6275.541865 = -46371893.988498
  nChanged 26
		SP:Iteration 54Q (4059.660000 sec): 3 clusters
  Score: Raw -46378170.255036 + Penalty 6275.541865 = -46371894.713171
  nChanged 25
		SP:Iteration 55Q (4060.550000 sec): 3 clusters
  Score: Raw -46378170.927818 + Penalty 6275.541865 = -46371895.385954
  nChanged 25
		SP:Iteration 56Q (4061.430000 sec): 3 clusters
  Score: Raw -46378171.577993 + Penalty 6275.541865 = -46371896.036128
  nChanged 23
		SP:Iteration 57Q (4062.320000 sec): 3 clusters
  Score: Raw -46378172.188604 + Penalty 6275.541865 = -46371896.646739
  nChanged 17
		SP:Iteration 58Q (4063.210000 sec): 3 clusters
  Score: Raw -46378172.687837 + Penalty 6275.541865 = -46371897.145973
  nChanged 18
		SP:Iteration 59Q (4064.110000 sec): 3 clusters
  Score: Raw -46378173.243151 + Penalty 6275.541865 = -46371897.701287
  nChanged 23
		SP:Iteration 60F (4065.250000 sec): 3 clusters
  Score: Raw -46378173.857827 + Penalty 6275.541865 = -46371898.315962
  nChanged 18
		SP:Iteration 61Q (4066.140000 sec): 3 clusters
  Score: Raw -46378174.258109 + Penalty 6275.541865 = -46371898.716244
  nChanged 13
		SP:Iteration 62Q (4067.010000 sec): 3 clusters
  Score: Raw -46378174.507657 + Penalty 6275.541865 = -46371898.965792
  nChanged 13
		SP:Iteration 63Q (4067.900000 sec): 3 clusters
  Score: Raw -46378174.863588 + Penalty 6275.541865 = -46371899.321723
  nChanged 11
		SP:Iteration 64Q (4068.790000 sec): 3 clusters
  Score: Raw -46378175.113347 + Penalty 6275.541865 = -46371899.571483
  nChanged 9
		SP:Iteration 65Q (4069.680000 sec): 3 clusters
  Score: Raw -46378175.397360 + Penalty 6275.541865 = -46371899.855495
  nChanged 21
		SP:Iteration 66Q (4070.560000 sec): 3 clusters
  Score: Raw -46378175.958876 + Penalty 6275.541865 = -46371900.417011
  nChanged 12
		SP:Iteration 67Q (4071.450000 sec): 3 clusters
  Score: Raw -46378176.312001 + Penalty 6275.541865 = -46371900.770136
  nChanged 13
		SP:Iteration 68Q (4072.330000 sec): 3 clusters
  Score: Raw -46378176.596850 + Penalty 6275.541865 = -46371901.054985
  nChanged 16
		SP:Iteration 69Q (4073.220000 sec): 3 clusters
  Score: Raw -46378176.966335 + Penalty 6275.541865 = -46371901.424470
  nChanged 12
		SP:Iteration 70Q (4074.100000 sec): 3 clusters
  Score: Raw -46378177.288229 + Penalty 6275.541865 = -46371901.746364
  nChanged 14
		SP:Iteration 71Q (4074.990000 sec): 3 clusters
  Score: Raw -46378177.657724 + Penalty 6275.541865 = -46371902.115860
  nChanged 18
		SP:Iteration 72Q (4075.870000 sec): 3 clusters
  Score: Raw -46378178.117579 + Penalty 6275.541865 = -46371902.575714
  nChanged 16
		SP:Iteration 73Q (4076.760000 sec): 3 clusters
  Score: Raw -46378178.606064 + Penalty 6275.541865 = -46371903.064199
  nChanged 19
		SP:Iteration 74Q (4077.650000 sec): 3 clusters
  Score: Raw -46378179.139034 + Penalty 6275.541865 = -46371903.597169
  nChanged 20
		SP:Iteration 75Q (4078.530000 sec): 3 clusters
  Score: Raw -46378179.740942 + Penalty 6275.541865 = -46371904.199077
  nChanged 20
		SP:Iteration 76Q (4079.420000 sec): 3 clusters
  Score: Raw -46378180.345319 + Penalty 6275.541865 = -46371904.803455
  nChanged 27
		SP:Iteration 77Q (4080.300000 sec): 3 clusters
  Score: Raw -46378181.188967 + Penalty 6275.541865 = -46371905.647102
  nChanged 24
		SP:Iteration 78Q (4081.190000 sec): 3 clusters
  Score: Raw -46378181.795956 + Penalty 6275.541865 = -46371906.254091
  nChanged 22
		SP:Iteration 79Q (4082.080000 sec): 3 clusters
  Score: Raw -46378182.255050 + Penalty 6275.541865 = -46371906.713185
  nChanged 21
		SP:Iteration 80F (4083.220000 sec): 3 clusters
  Score: Raw -46378182.715491 + Penalty 6275.541865 = -46371907.173626
  nChanged 13
		SP:Iteration 81Q (4084.110000 sec): 3 clusters
  Score: Raw -46378182.978285 + Penalty 6275.541865 = -46371907.436421
  nChanged 11
		SP:Iteration 82Q (4084.990000 sec): 3 clusters
  Score: Raw -46378183.231548 + Penalty 6275.541865 = -46371907.689683
  nChanged 13
		SP:Iteration 83Q (4085.880000 sec): 3 clusters
  Score: Raw -46378183.519647 + Penalty 6275.541865 = -46371907.977782
  nChanged 13
		SP:Iteration 84Q (4086.770000 sec): 3 clusters
  Score: Raw -46378183.761568 + Penalty 6275.541865 = -46371908.219703
  nChanged 12
		SP:Iteration 85Q (4087.650000 sec): 3 clusters
  Score: Raw -46378183.986805 + Penalty 6275.541865 = -46371908.444940
  nChanged 11
		SP:Iteration 86Q (4088.540000 sec): 3 clusters
  Score: Raw -46378184.204882 + Penalty 6275.541865 = -46371908.663018
  nChanged 5
		SP:Iteration 87Q (4089.420000 sec): 3 clusters
  Score: Raw -46378184.303517 + Penalty 6275.541865 = -46371908.761652
  nChanged 3
		SP:Iteration 88Q (4090.310000 sec): 3 clusters
  Score: Raw -46378184.343709 + Penalty 6275.541865 = -46371908.801844
  nChanged 0
		SP:Iteration 89F (4091.450000 sec): 3 clusters
  Score: Raw -46378184.343709 + Penalty 6275.541865 = -46371908.801844
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 25.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (135939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4091.940000 sec): 2 clusters
  Score: Raw -20196276.490087 + Penalty 2931.350461 = -20193345.139626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4092.450000 sec): 3 clusters
  Score: Raw -20108555.434849 + Penalty 5862.700921 = -20102692.733928
  nChanged 64824
		SP:Iteration 1F (4092.950000 sec): 3 clusters
  Score: Raw -20147101.921117 + Penalty 5862.700921 = -20141239.220196
  nChanged 6375
		SP:Iteration 2Q (4093.470000 sec): 3 clusters
  Score: Raw -20150077.924288 + Penalty 5862.700921 = -20144215.223367
  nChanged 8229
		SP:Iteration 3F (4093.970000 sec): 3 clusters
  Score: Raw -20155385.669318 + Penalty 5862.700921 = -20149522.968397
  nChanged 10386
		SP:Iteration 4F (4094.470000 sec): 3 clusters
  Score: Raw -20163443.457804 + Penalty 5862.700921 = -20157580.756883
  nChanged 11388
		SP:Iteration 5F (4094.980000 sec): 3 clusters
  Score: Raw -20172412.763498 + Penalty 5862.700921 = -20166550.062577
  nChanged 10071
		SP:Iteration 6F (4095.480000 sec): 3 clusters
  Score: Raw -20179323.193927 + Penalty 5862.700921 = -20173460.493006
  nChanged 7635
		SP:Iteration 7F (4095.980000 sec): 3 clusters
  Score: Raw -20183507.914756 + Penalty 5862.700921 = -20177645.213835
  nChanged 5655
		SP:Iteration 8Q (4096.490000 sec): 3 clusters
  Score: Raw -20185878.385953 + Penalty 5862.700921 = -20180015.685032
  nChanged 4162
		SP:Iteration 9Q (4096.990000 sec): 3 clusters
  Score: Raw -20187354.675757 + Penalty 5862.700921 = -20181491.974836
  nChanged 3398
		SP:Iteration 10Q (4097.500000 sec): 3 clusters
  Score: Raw -20188474.036118 + Penalty 5862.700921 = -20182611.335196
  nChanged 3077
		SP:Iteration 11Q (4098.010000 sec): 3 clusters
  Score: Raw -20189453.419513 + Penalty 5862.700921 = -20183590.718591
  nChanged 3015
		SP:Iteration 12Q (4098.510000 sec): 3 clusters
  Score: Raw -20190411.082568 + Penalty 5862.700921 = -20184548.381647
  nChanged 3068
		SP:Iteration 13Q (4099.010000 sec): 3 clusters
  Score: Raw -20191405.399209 + Penalty 5862.700921 = -20185542.698288
  nChanged 3123
		SP:Iteration 14Q (4099.510000 sec): 3 clusters
  Score: Raw -20192401.197551 + Penalty 5862.700921 = -20186538.496630
  nChanged 3155
		SP:Iteration 15Q (4100.010000 sec): 3 clusters
  Score: Raw -20193381.885400 + Penalty 5862.700921 = -20187519.184479
  nChanged 3224
		SP:Iteration 16Q (4100.500000 sec): 3 clusters
  Score: Raw -20194389.626462 + Penalty 5862.700921 = -20188526.925541
  nChanged 3212
		SP:Iteration 17Q (4100.990000 sec): 3 clusters
  Score: Raw -20195399.866739 + Penalty 5862.700921 = -20189537.165818
  nChanged 3190
		SP:Iteration 18Q (4101.480000 sec): 3 clusters
  Score: Raw -20196411.828495 + Penalty 5862.700921 = -20190549.127574
  nChanged 3187
		SP:Iteration 19Q (4101.960000 sec): 3 clusters
  Score: Raw -20197411.539517 + Penalty 5862.700921 = -20191548.838596
  nChanged 3051
		SP:Iteration 20F (4102.460000 sec): 3 clusters
  Score: Raw -20198344.852221 + Penalty 5862.700921 = -20192482.151300
  nChanged 2868
		SP:Iteration 21Q (4102.930000 sec): 3 clusters
  Score: Raw -20199168.043128 + Penalty 5862.700921 = -20193305.342207
  nChanged 2608
		SP:Iteration 22Q (4103.400000 sec): 3 clusters
  Score: Raw -20199875.961653 + Penalty 5862.700921 = -20194013.260732
  nChanged 2402
		SP:Iteration 23Q (4103.870000 sec): 3 clusters
  Score: Raw -20200502.624642 + Penalty 5862.700921 = -20194639.923721
  nChanged 2232
		SP:Iteration 24Q (4104.330000 sec): 3 clusters
  Score: Raw -20201061.314197 + Penalty 5862.700921 = -20195198.613276
  nChanged 2018
		SP:Iteration 25Q (4104.790000 sec): 3 clusters
  Score: Raw -20201527.549746 + Penalty 5862.700921 = -20195664.848825
  nChanged 1805
		SP:Iteration 26Q (4105.240000 sec): 3 clusters
  Score: Raw -20201906.145293 + Penalty 5862.700921 = -20196043.444372
  nChanged 1543
		SP:Iteration 27Q (4105.690000 sec): 3 clusters
  Score: Raw -20202194.378128 + Penalty 5862.700921 = -20196331.677207
  nChanged 1330
		SP:Iteration 28Q (4106.150000 sec): 3 clusters
  Score: Raw -20202420.078986 + Penalty 5862.700921 = -20196557.378065
  nChanged 1166
		SP:Iteration 29Q (4106.590000 sec): 3 clusters
  Score: Raw -20202597.144739 + Penalty 5862.700921 = -20196734.443818
  nChanged 1019
		SP:Iteration 30Q (4107.040000 sec): 3 clusters
  Score: Raw -20202737.246485 + Penalty 5862.700921 = -20196874.545563
  nChanged 859
		SP:Iteration 31Q (4107.480000 sec): 3 clusters
  Score: Raw -20202846.393890 + Penalty 5862.700921 = -20196983.692969
  nChanged 722
		SP:Iteration 32Q (4107.920000 sec): 3 clusters
  Score: Raw -20202923.610740 + Penalty 5862.700921 = -20197060.909818
  nChanged 620
		SP:Iteration 33Q (4108.360000 sec): 3 clusters
  Score: Raw -20202981.039240 + Penalty 5862.700921 = -20197118.338318
  nChanged 509
		SP:Iteration 34Q (4108.800000 sec): 3 clusters
  Score: Raw -20203023.412881 + Penalty 5862.700921 = -20197160.711960
  nChanged 485
		SP:Iteration 35Q (4109.230000 sec): 3 clusters
  Score: Raw -20203063.073362 + Penalty 5862.700921 = -20197200.372441
  nChanged 444
		SP:Iteration 36Q (4109.670000 sec): 3 clusters
  Score: Raw -20203098.540895 + Penalty 5862.700921 = -20197235.839974
  nChanged 397
		SP:Iteration 37Q (4110.100000 sec): 3 clusters
  Score: Raw -20203126.064089 + Penalty 5862.700921 = -20197263.363168
  nChanged 311
		SP:Iteration 38Q (4110.540000 sec): 3 clusters
  Score: Raw -20203145.247621 + Penalty 5862.700921 = -20197282.546699
  nChanged 277
		SP:Iteration 39Q (4110.970000 sec): 3 clusters
  Score: Raw -20203162.049024 + Penalty 5862.700921 = -20197299.348103
  nChanged 258
		SP:Iteration 40F (4111.470000 sec): 3 clusters
  Score: Raw -20203178.121601 + Penalty 5862.700921 = -20197315.420680
  nChanged 230
		SP:Iteration 41Q (4111.900000 sec): 3 clusters
  Score: Raw -20203190.397276 + Penalty 5862.700921 = -20197327.696355
  nChanged 202
		SP:Iteration 42Q (4112.330000 sec): 3 clusters
  Score: Raw -20203199.862420 + Penalty 5862.700921 = -20197337.161498
  nChanged 184
		SP:Iteration 43Q (4112.770000 sec): 3 clusters
  Score: Raw -20203209.265390 + Penalty 5862.700921 = -20197346.564468
  nChanged 169
		SP:Iteration 44Q (4113.190000 sec): 3 clusters
  Score: Raw -20203218.221228 + Penalty 5862.700921 = -20197355.520307
  nChanged 136
		SP:Iteration 45Q (4113.630000 sec): 3 clusters
  Score: Raw -20203224.119596 + Penalty 5862.700921 = -20197361.418675
  nChanged 118
		SP:Iteration 46Q (4114.050000 sec): 3 clusters
  Score: Raw -20203229.127111 + Penalty 5862.700921 = -20197366.426190
  nChanged 114
		SP:Iteration 47Q (4114.490000 sec): 3 clusters
  Score: Raw -20203233.378205 + Penalty 5862.700921 = -20197370.677284
  nChanged 100
		SP:Iteration 48Q (4114.910000 sec): 3 clusters
  Score: Raw -20203237.043845 + Penalty 5862.700921 = -20197374.342924
  nChanged 101
		SP:Iteration 49Q (4115.340000 sec): 3 clusters
  Score: Raw -20203240.760460 + Penalty 5862.700921 = -20197378.059539
  nChanged 86
		SP:Iteration 50Q (4115.770000 sec): 3 clusters
  Score: Raw -20203243.795103 + Penalty 5862.700921 = -20197381.094182
  nChanged 69
		SP:Iteration 51Q (4116.190000 sec): 3 clusters
  Score: Raw -20203246.099698 + Penalty 5862.700921 = -20197383.398776
  nChanged 67
		SP:Iteration 52Q (4116.630000 sec): 3 clusters
  Score: Raw -20203247.907289 + Penalty 5862.700921 = -20197385.206368
  nChanged 45
		SP:Iteration 53Q (4117.050000 sec): 3 clusters
  Score: Raw -20203249.384944 + Penalty 5862.700921 = -20197386.684023
  nChanged 65
		SP:Iteration 54Q (4117.480000 sec): 3 clusters
  Score: Raw -20203251.884718 + Penalty 5862.700921 = -20197389.183797
  nChanged 70
		SP:Iteration 55Q (4117.910000 sec): 3 clusters
  Score: Raw -20203254.610585 + Penalty 5862.700921 = -20197391.909664
  nChanged 64
		SP:Iteration 56Q (4118.340000 sec): 3 clusters
  Score: Raw -20203256.898920 + Penalty 5862.700921 = -20197394.197999
  nChanged 61
		SP:Iteration 57Q (4118.770000 sec): 3 clusters
  Score: Raw -20203259.374155 + Penalty 5862.700921 = -20197396.673233
  nChanged 60
		SP:Iteration 58Q (4119.200000 sec): 3 clusters
  Score: Raw -20203261.467307 + Penalty 5862.700921 = -20197398.766386
  nChanged 56
		SP:Iteration 59Q (4119.630000 sec): 3 clusters
  Score: Raw -20203263.058484 + Penalty 5862.700921 = -20197400.357562
  nChanged 41
		SP:Iteration 60F (4120.130000 sec): 3 clusters
  Score: Raw -20203264.304902 + Penalty 5862.700921 = -20197401.603981
  nChanged 42
		SP:Iteration 61Q (4120.550000 sec): 3 clusters
  Score: Raw -20203265.547246 + Penalty 5862.700921 = -20197402.846324
  nChanged 39
		SP:Iteration 62Q (4120.980000 sec): 3 clusters
  Score: Raw -20203266.687896 + Penalty 5862.700921 = -20197403.986974
  nChanged 29
		SP:Iteration 63Q (4121.410000 sec): 3 clusters
  Score: Raw -20203267.532461 + Penalty 5862.700921 = -20197404.831540
  nChanged 30
		SP:Iteration 64Q (4121.830000 sec): 3 clusters
  Score: Raw -20203268.261066 + Penalty 5862.700921 = -20197405.560145
  nChanged 26
		SP:Iteration 65Q (4122.260000 sec): 3 clusters
  Score: Raw -20203269.038160 + Penalty 5862.700921 = -20197406.337239
  nChanged 25
		SP:Iteration 66Q (4122.690000 sec): 3 clusters
  Score: Raw -20203269.871895 + Penalty 5862.700921 = -20197407.170974
  nChanged 28
		SP:Iteration 67Q (4123.110000 sec): 3 clusters
  Score: Raw -20203270.638122 + Penalty 5862.700921 = -20197407.937201
  nChanged 23
		SP:Iteration 68Q (4123.530000 sec): 3 clusters
  Score: Raw -20203271.254881 + Penalty 5862.700921 = -20197408.553960
  nChanged 26
		SP:Iteration 69Q (4123.960000 sec): 3 clusters
  Score: Raw -20203272.201924 + Penalty 5862.700921 = -20197409.501002
  nChanged 18
		SP:Iteration 70Q (4124.390000 sec): 3 clusters
  Score: Raw -20203272.613738 + Penalty 5862.700921 = -20197409.912817
  nChanged 13
		SP:Iteration 71Q (4124.810000 sec): 3 clusters
  Score: Raw -20203272.902355 + Penalty 5862.700921 = -20197410.201434
  nChanged 13
		SP:Iteration 72Q (4125.240000 sec): 3 clusters
  Score: Raw -20203273.315355 + Penalty 5862.700921 = -20197410.614434
  nChanged 17
		SP:Iteration 73Q (4125.670000 sec): 3 clusters
  Score: Raw -20203273.796239 + Penalty 5862.700921 = -20197411.095318
  nChanged 10
		SP:Iteration 74Q (4126.100000 sec): 3 clusters
  Score: Raw -20203274.087795 + Penalty 5862.700921 = -20197411.386873
  nChanged 14
		SP:Iteration 75Q (4126.530000 sec): 3 clusters
  Score: Raw -20203274.428622 + Penalty 5862.700921 = -20197411.727701
  nChanged 11
		SP:Iteration 76Q (4126.950000 sec): 3 clusters
  Score: Raw -20203274.629507 + Penalty 5862.700921 = -20197411.928586
  nChanged 12
		SP:Iteration 77Q (4127.380000 sec): 3 clusters
  Score: Raw -20203274.890523 + Penalty 5862.700921 = -20197412.189602
  nChanged 9
		SP:Iteration 78Q (4127.810000 sec): 3 clusters
  Score: Raw -20203275.103952 + Penalty 5862.700921 = -20197412.403031
  nChanged 8
		SP:Iteration 79Q (4128.230000 sec): 3 clusters
  Score: Raw -20203275.282910 + Penalty 5862.700921 = -20197412.581989
  nChanged 11
		SP:Iteration 80F (4128.730000 sec): 3 clusters
  Score: Raw -20203275.527802 + Penalty 5862.700921 = -20197412.826881
  nChanged 8
		SP:Iteration 81Q (4129.160000 sec): 3 clusters
  Score: Raw -20203275.703525 + Penalty 5862.700921 = -20197413.002604
  nChanged 13
		SP:Iteration 82Q (4129.590000 sec): 3 clusters
  Score: Raw -20203275.943156 + Penalty 5862.700921 = -20197413.242234
  nChanged 10
		SP:Iteration 83Q (4130.020000 sec): 3 clusters
  Score: Raw -20203276.139142 + Penalty 5862.700921 = -20197413.438221
  nChanged 8
		SP:Iteration 84Q (4130.450000 sec): 3 clusters
  Score: Raw -20203276.324793 + Penalty 5862.700921 = -20197413.623872
  nChanged 9
		SP:Iteration 85Q (4130.870000 sec): 3 clusters
  Score: Raw -20203276.532439 + Penalty 5862.700921 = -20197413.831518
  nChanged 8
		SP:Iteration 86Q (4131.300000 sec): 3 clusters
  Score: Raw -20203276.720308 + Penalty 5862.700921 = -20197414.019387
  nChanged 4
		SP:Iteration 87Q (4131.730000 sec): 3 clusters
  Score: Raw -20203276.780570 + Penalty 5862.700921 = -20197414.079649
  nChanged 1
		SP:Iteration 88Q (4132.160000 sec): 3 clusters
  Score: Raw -20203276.799413 + Penalty 5862.700921 = -20197414.098492
  nChanged 4
		SP:Iteration 89Q (4132.590000 sec): 3 clusters
  Score: Raw -20203276.891747 + Penalty 5862.700921 = -20197414.190826
  nChanged 3
		SP:Iteration 90Q (4133.010000 sec): 3 clusters
  Score: Raw -20203277.004400 + Penalty 5862.700921 = -20197414.303479
  nChanged 5
		SP:Iteration 91Q (4133.440000 sec): 3 clusters
  Score: Raw -20203277.142379 + Penalty 5862.700921 = -20197414.441457
  nChanged 8
		SP:Iteration 92Q (4133.870000 sec): 3 clusters
  Score: Raw -20203277.276300 + Penalty 5862.700921 = -20197414.575379
  nChanged 2
		SP:Iteration 93Q (4134.290000 sec): 3 clusters
  Score: Raw -20203277.303195 + Penalty 5862.700921 = -20197414.602274
  nChanged 0
		SP:Iteration 94F (4134.790000 sec): 3 clusters
  Score: Raw -20203277.303195 + Penalty 5862.700921 = -20197414.602274
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 26.
Iteration 20F (4163.500000 sec): 27 clusters
  Score: Raw -117515018.376134 + Penalty 87741.839050 = -117427276.537084
  nChanged 23736
Iteration 21Q (4173.240000 sec): 27 clusters
  Score: Raw -117526992.675716 + Penalty 87741.839050 = -117439250.836666
  nChanged 13322
Iteration 22Q (4182.610000 sec): 27 clusters
  Score: Raw -117531289.297978 + Penalty 87741.839050 = -117443547.458928
  nChanged 10481
Iteration 23Q (4191.830000 sec): 27 clusters
  Score: Raw -117534040.002938 + Penalty 87741.839050 = -117446298.163888
  nChanged 8984
Iteration 24Q (4200.890000 sec): 27 clusters
  Score: Raw -117536137.729200 + Penalty 87741.839050 = -117448395.890151
  nChanged 7903
Iteration 25Q (4209.880000 sec): 27 clusters
  Score: Raw -117537788.476618 + Penalty 87741.839050 = -117450046.637568
  nChanged 7107
Iteration 26Q (4218.850000 sec): 27 clusters
  Score: Raw -117539175.808874 + Penalty 87741.839050 = -117451433.969825
  nChanged 6570
Iteration 27Q (4227.780000 sec): 27 clusters
  Score: Raw -117540342.947168 + Penalty 87741.839050 = -117452601.108119
  nChanged 6188
Iteration 28Q (4236.640000 sec): 27 clusters
  Score: Raw -117541352.349118 + Penalty 87741.839050 = -117453610.510068
  nChanged 5581
Iteration 29Q (4245.490000 sec): 27 clusters
  Score: Raw -117542226.913235 + Penalty 87741.839050 = -117454485.074186
  nChanged 5163
Iteration 30Q (4254.310000 sec): 27 clusters
  Score: Raw -117543033.677092 + Penalty 87741.839050 = -117455291.838043
  nChanged 4912
Iteration 31Q (4263.090000 sec): 27 clusters
  Score: Raw -117543786.035840 + Penalty 87741.839050 = -117456044.196790
  nChanged 4677
Iteration 32Q (4271.860000 sec): 27 clusters
  Score: Raw -117544519.219890 + Penalty 87741.839050 = -117456777.380840
  nChanged 4553
Iteration 33Q (4280.620000 sec): 27 clusters
  Score: Raw -117545232.777636 + Penalty 87741.839050 = -117457490.938587
  nChanged 4396
Iteration 34Q (4289.330000 sec): 27 clusters
  Score: Raw -117545921.371581 + Penalty 87741.839050 = -117458179.532531
  nChanged 4189
Iteration 35Q (4298.040000 sec): 27 clusters
  Score: Raw -117546571.144500 + Penalty 87741.839050 = -117458829.305451
  nChanged 4046
Iteration 36Q (4306.730000 sec): 27 clusters
  Score: Raw -117547211.070380 + Penalty 87741.839050 = -117459469.231330
  nChanged 3893
Iteration 37Q (4315.400000 sec): 27 clusters
  Score: Raw -117547837.895581 + Penalty 87741.839050 = -117460096.056531
  nChanged 3825
Iteration 38Q (4324.070000 sec): 27 clusters
  Score: Raw -117548444.158075 + Penalty 87741.839050 = -117460702.319025
  nChanged 3722
Iteration 39Q (4332.710000 sec): 27 clusters
  Score: Raw -117549068.290349 + Penalty 87741.839050 = -117461326.451299
  nChanged 3601
Iteration 40F (4361.270000 sec): 27 clusters
  Score: Raw -117550613.624798 + Penalty 87741.839050 = -117462871.785748
  nChanged 3634
Iteration 41Q (4368.980000 sec): 27 clusters
  Score: Raw -117551999.432836 + Penalty 87741.839050 = -117464257.593786
  nChanged 3591
Iteration 42Q (4376.700000 sec): 27 clusters
  Score: Raw -117552795.670585 + Penalty 87741.839050 = -117465053.831536
  nChanged 3471
Iteration 43Q (4384.410000 sec): 27 clusters
  Score: Raw -117553604.156847 + Penalty 87741.839050 = -117465862.317798
  nChanged 3501
Iteration 44Q (4392.130000 sec): 27 clusters
  Score: Raw -117554540.371334 + Penalty 87741.839050 = -117466798.532285
  nChanged 3536
Iteration 45Q (4399.800000 sec): 27 clusters
  Score: Raw -117555429.831941 + Penalty 87741.839050 = -117467687.992892
  nChanged 3354
Iteration 46Q (4407.460000 sec): 27 clusters
  Score: Raw -117556173.502568 + Penalty 87741.839050 = -117468431.663518
  nChanged 3190
Iteration 47Q (4415.120000 sec): 27 clusters
  Score: Raw -117556814.084308 + Penalty 87741.839050 = -117469072.245258
  nChanged 2908
Iteration 48Q (4422.760000 sec): 27 clusters
  Score: Raw -117557296.910341 + Penalty 87741.839050 = -117469555.071291
  nChanged 2713
Iteration 49Q (4430.370000 sec): 27 clusters
  Score: Raw -117557682.557712 + Penalty 87741.839050 = -117469940.718662
  nChanged 2384
Iteration 50Q (4438.000000 sec): 27 clusters
  Score: Raw -117557973.616671 + Penalty 87741.839050 = -117470231.777622
  nChanged 2090
Iteration 51Q (4445.570000 sec): 27 clusters
  Score: Raw -117558196.734372 + Penalty 87741.839050 = -117470454.895323
  nChanged 1914
Iteration 52Q (4453.140000 sec): 27 clusters
  Score: Raw -117558398.897791 + Penalty 87741.839050 = -117470657.058742
  nChanged 1764
Iteration 53Q (4460.710000 sec): 27 clusters
  Score: Raw -117558575.454784 + Penalty 87741.839050 = -117470833.615734
  nChanged 1707
Iteration 54Q (4468.270000 sec): 27 clusters
  Score: Raw -117558720.019857 + Penalty 87741.839050 = -117470978.180807
  nChanged 1487
Iteration 55Q (4475.820000 sec): 27 clusters
  Score: Raw -117558828.092661 + Penalty 87741.839050 = -117471086.253611
  nChanged 1327
Iteration 56Q (4483.370000 sec): 27 clusters
  Score: Raw -117558914.157613 + Penalty 87741.839050 = -117471172.318563
  nChanged 1190
Iteration 57Q (4490.890000 sec): 27 clusters
  Score: Raw -117558989.605826 + Penalty 87741.839050 = -117471247.766776
  nChanged 1066
Iteration 58Q (4498.410000 sec): 27 clusters
  Score: Raw -117559054.158597 + Penalty 87741.839050 = -117471312.319548
  nChanged 961
Writing temp clu file 
Because OldScore, -117471247.766776, is greater than current (better) Score,-117471312.319548 
 Compute initial score before splitting:   Score: Raw -117559054.158597 + Penalty 87741.839050 = -117471312.319548
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (6966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4498.600000 sec): 2 clusters
  Score: Raw -1022875.581092 + Penalty 2194.501520 = -1020681.079572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4498.630000 sec): 3 clusters
  Score: Raw -1019327.136669 + Penalty 4389.003040 = -1014938.133629
  nChanged 2768
		SP:Iteration 1F (4498.650000 sec): 3 clusters
  Score: Raw -1020824.261544 + Penalty 4389.003040 = -1016435.258504
  nChanged 524
		SP:Iteration 2F (4498.680000 sec): 3 clusters
  Score: Raw -1021105.536121 + Penalty 4389.003040 = -1016716.533081
  nChanged 387
		SP:Iteration 3F (4498.700000 sec): 3 clusters
  Score: Raw -1021307.661710 + Penalty 4389.003040 = -1016918.658671
  nChanged 272
		SP:Iteration 4Q (4498.730000 sec): 3 clusters
  Score: Raw -1021437.234449 + Penalty 4389.003040 = -1017048.231409
  nChanged 245
		SP:Iteration 5Q (4498.750000 sec): 3 clusters
  Score: Raw -1021564.813104 + Penalty 4389.003040 = -1017175.810064
  nChanged 230
		SP:Iteration 6Q (4498.780000 sec): 3 clusters
  Score: Raw -1021681.930461 + Penalty 4389.003040 = -1017292.927421
  nChanged 216
		SP:Iteration 7Q (4498.800000 sec): 3 clusters
  Score: Raw -1021794.879341 + Penalty 4389.003040 = -1017405.876302
  nChanged 184
		SP:Iteration 8Q (4498.830000 sec): 3 clusters
  Score: Raw -1021885.889448 + Penalty 4389.003040 = -1017496.886408
  nChanged 158
		SP:Iteration 9Q (4498.860000 sec): 3 clusters
  Score: Raw -1021956.017819 + Penalty 4389.003040 = -1017567.014779
  nChanged 138
		SP:Iteration 10Q (4498.880000 sec): 3 clusters
  Score: Raw -1022014.863123 + Penalty 4389.003040 = -1017625.860083
  nChanged 134
		SP:Iteration 11Q (4498.900000 sec): 3 clusters
  Score: Raw -1022080.833012 + Penalty 4389.003040 = -1017691.829973
  nChanged 126
		SP:Iteration 12Q (4498.930000 sec): 3 clusters
  Score: Raw -1022136.995511 + Penalty 4389.003040 = -1017747.992471
  nChanged 115
		SP:Iteration 13Q (4498.960000 sec): 3 clusters
  Score: Raw -1022186.902231 + Penalty 4389.003040 = -1017797.899191
  nChanged 92
		SP:Iteration 14Q (4498.980000 sec): 3 clusters
  Score: Raw -1022225.214748 + Penalty 4389.003040 = -1017836.211709
  nChanged 80
		SP:Iteration 15Q (4499.000000 sec): 3 clusters
  Score: Raw -1022262.679708 + Penalty 4389.003040 = -1017873.676668
  nChanged 81
		SP:Iteration 16Q (4499.030000 sec): 3 clusters
  Score: Raw -1022299.285956 + Penalty 4389.003040 = -1017910.282916
  nChanged 73
		SP:Iteration 17Q (4499.060000 sec): 3 clusters
  Score: Raw -1022327.998598 + Penalty 4389.003040 = -1017938.995558
  nChanged 66
		SP:Iteration 18Q (4499.080000 sec): 3 clusters
  Score: Raw -1022355.523782 + Penalty 4389.003040 = -1017966.520743
  nChanged 65
		SP:Iteration 19Q (4499.100000 sec): 3 clusters
  Score: Raw -1022384.713396 + Penalty 4389.003040 = -1017995.710356
  nChanged 71
		SP:Iteration 20F (4499.130000 sec): 3 clusters
  Score: Raw -1022415.354258 + Penalty 4389.003040 = -1018026.351219
  nChanged 66
		SP:Iteration 21Q (4499.160000 sec): 3 clusters
  Score: Raw -1022440.323998 + Penalty 4389.003040 = -1018051.320959
  nChanged 62
		SP:Iteration 22Q (4499.180000 sec): 3 clusters
  Score: Raw -1022462.416104 + Penalty 4389.003040 = -1018073.413064
  nChanged 58
		SP:Iteration 23Q (4499.200000 sec): 3 clusters
  Score: Raw -1022483.395554 + Penalty 4389.003040 = -1018094.392514
  nChanged 60
		SP:Iteration 24Q (4499.230000 sec): 3 clusters
  Score: Raw -1022505.911925 + Penalty 4389.003040 = -1018116.908885
  nChanged 52
		SP:Iteration 25Q (4499.250000 sec): 3 clusters
  Score: Raw -1022526.028625 + Penalty 4389.003040 = -1018137.025585
  nChanged 55
		SP:Iteration 26Q (4499.280000 sec): 3 clusters
  Score: Raw -1022548.892597 + Penalty 4389.003040 = -1018159.889558
  nChanged 58
		SP:Iteration 27Q (4499.300000 sec): 3 clusters
  Score: Raw -1022570.559488 + Penalty 4389.003040 = -1018181.556449
  nChanged 49
		SP:Iteration 28Q (4499.320000 sec): 3 clusters
  Score: Raw -1022586.568963 + Penalty 4389.003040 = -1018197.565923
  nChanged 43
		SP:Iteration 29Q (4499.350000 sec): 3 clusters
  Score: Raw -1022601.851031 + Penalty 4389.003040 = -1018212.847991
  nChanged 40
		SP:Iteration 30Q (4499.370000 sec): 3 clusters
  Score: Raw -1022616.364859 + Penalty 4389.003040 = -1018227.361820
  nChanged 38
		SP:Iteration 31Q (4499.400000 sec): 3 clusters
  Score: Raw -1022629.233900 + Penalty 4389.003040 = -1018240.230861
  nChanged 30
		SP:Iteration 32Q (4499.420000 sec): 3 clusters
  Score: Raw -1022639.615745 + Penalty 4389.003040 = -1018250.612705
  nChanged 37
		SP:Iteration 33Q (4499.440000 sec): 3 clusters
  Score: Raw -1022652.160783 + Penalty 4389.003040 = -1018263.157743
  nChanged 30
		SP:Iteration 34Q (4499.470000 sec): 3 clusters
  Score: Raw -1022665.893821 + Penalty 4389.003040 = -1018276.890781
  nChanged 36
		SP:Iteration 35Q (4499.490000 sec): 3 clusters
  Score: Raw -1022680.411238 + Penalty 4389.003040 = -1018291.408198
  nChanged 37
		SP:Iteration 36Q (4499.520000 sec): 3 clusters
  Score: Raw -1022692.075685 + Penalty 4389.003040 = -1018303.072646
  nChanged 40
		SP:Iteration 37Q (4499.540000 sec): 3 clusters
  Score: Raw -1022704.971311 + Penalty 4389.003040 = -1018315.968271
  nChanged 43
		SP:Iteration 38Q (4499.560000 sec): 3 clusters
  Score: Raw -1022721.131639 + Penalty 4389.003040 = -1018332.128599
  nChanged 42
		SP:Iteration 39Q (4499.590000 sec): 3 clusters
  Score: Raw -1022737.981046 + Penalty 4389.003040 = -1018348.978006
  nChanged 43
		SP:Iteration 40F (4499.610000 sec): 3 clusters
  Score: Raw -1022755.050424 + Penalty 4389.003040 = -1018366.047385
  nChanged 40
		SP:Iteration 41Q (4499.640000 sec): 3 clusters
  Score: Raw -1022771.535032 + Penalty 4389.003040 = -1018382.531992
  nChanged 45
		SP:Iteration 42Q (4499.660000 sec): 3 clusters
  Score: Raw -1022788.975888 + Penalty 4389.003040 = -1018399.972848
  nChanged 41
		SP:Iteration 43Q (4499.680000 sec): 3 clusters
  Score: Raw -1022801.698912 + Penalty 4389.003040 = -1018412.695872
  nChanged 31
		SP:Iteration 44Q (4499.710000 sec): 3 clusters
  Score: Raw -1022811.181123 + Penalty 4389.003040 = -1018422.178083
  nChanged 25
		SP:Iteration 45Q (4499.730000 sec): 3 clusters
  Score: Raw -1022819.323721 + Penalty 4389.003040 = -1018430.320681
  nChanged 26
		SP:Iteration 46Q (4499.750000 sec): 3 clusters
  Score: Raw -1022828.423524 + Penalty 4389.003040 = -1018439.420485
  nChanged 30
		SP:Iteration 47Q (4499.780000 sec): 3 clusters
  Score: Raw -1022839.806759 + Penalty 4389.003040 = -1018450.803719
  nChanged 32
		SP:Iteration 48Q (4499.800000 sec): 3 clusters
  Score: Raw -1022853.018745 + Penalty 4389.003040 = -1018464.015706
  nChanged 35
		SP:Iteration 49Q (4499.820000 sec): 3 clusters
  Score: Raw -1022864.138085 + Penalty 4389.003040 = -1018475.135046
  nChanged 26
		SP:Iteration 50Q (4499.850000 sec): 3 clusters
  Score: Raw -1022873.924535 + Penalty 4389.003040 = -1018484.921496
  nChanged 31
		SP:Iteration 51Q (4499.870000 sec): 3 clusters
  Score: Raw -1022885.328105 + Penalty 4389.003040 = -1018496.325065
  nChanged 29
		SP:Iteration 52Q (4499.890000 sec): 3 clusters
  Score: Raw -1022893.708385 + Penalty 4389.003040 = -1018504.705345
  nChanged 28
		SP:Iteration 53Q (4499.920000 sec): 3 clusters
  Score: Raw -1022902.850430 + Penalty 4389.003040 = -1018513.847390
  nChanged 18
		SP:Iteration 54Q (4499.940000 sec): 3 clusters
  Score: Raw -1022908.890560 + Penalty 4389.003040 = -1018519.887520
  nChanged 16
		SP:Iteration 55Q (4499.960000 sec): 3 clusters
  Score: Raw -1022915.341697 + Penalty 4389.003040 = -1018526.338657
  nChanged 23
		SP:Iteration 56Q (4499.980000 sec): 3 clusters
  Score: Raw -1022923.620136 + Penalty 4389.003040 = -1018534.617097
  nChanged 27
		SP:Iteration 57Q (4500.010000 sec): 3 clusters
  Score: Raw -1022933.170389 + Penalty 4389.003040 = -1018544.167350
  nChanged 20
		SP:Iteration 58Q (4500.030000 sec): 3 clusters
  Score: Raw -1022939.892147 + Penalty 4389.003040 = -1018550.889108
  nChanged 22
		SP:Iteration 59Q (4500.050000 sec): 3 clusters
  Score: Raw -1022947.331037 + Penalty 4389.003040 = -1018558.327997
  nChanged 18
		SP:Iteration 60F (4500.080000 sec): 3 clusters
  Score: Raw -1022954.808984 + Penalty 4389.003040 = -1018565.805944
  nChanged 23
		SP:Iteration 61Q (4500.100000 sec): 3 clusters
  Score: Raw -1022963.524144 + Penalty 4389.003040 = -1018574.521105
  nChanged 24
		SP:Iteration 62Q (4500.120000 sec): 3 clusters
  Score: Raw -1022972.260581 + Penalty 4389.003040 = -1018583.257541
  nChanged 20
		SP:Iteration 63Q (4500.150000 sec): 3 clusters
  Score: Raw -1022978.672405 + Penalty 4389.003040 = -1018589.669365
  nChanged 15
		SP:Iteration 64Q (4500.170000 sec): 3 clusters
  Score: Raw -1022983.531044 + Penalty 4389.003040 = -1018594.528004
  nChanged 17
		SP:Iteration 65Q (4500.190000 sec): 3 clusters
  Score: Raw -1022989.350573 + Penalty 4389.003040 = -1018600.347533
  nChanged 13
		SP:Iteration 66Q (4500.210000 sec): 3 clusters
  Score: Raw -1022994.774391 + Penalty 4389.003040 = -1018605.771352
  nChanged 12
		SP:Iteration 67Q (4500.240000 sec): 3 clusters
  Score: Raw -1022998.394637 + Penalty 4389.003040 = -1018609.391598
  nChanged 10
		SP:Iteration 68Q (4500.260000 sec): 3 clusters
  Score: Raw -1023002.905836 + Penalty 4389.003040 = -1018613.902796
  nChanged 12
		SP:Iteration 69Q (4500.280000 sec): 3 clusters
  Score: Raw -1023007.372833 + Penalty 4389.003040 = -1018618.369793
  nChanged 13
		SP:Iteration 70Q (4500.300000 sec): 3 clusters
  Score: Raw -1023011.732600 + Penalty 4389.003040 = -1018622.729560
  nChanged 15
		SP:Iteration 71Q (4500.320000 sec): 3 clusters
  Score: Raw -1023018.232221 + Penalty 4389.003040 = -1018629.229182
  nChanged 18
		SP:Iteration 72Q (4500.350000 sec): 3 clusters
  Score: Raw -1023026.071510 + Penalty 4389.003040 = -1018637.068471
  nChanged 15
		SP:Iteration 73Q (4500.370000 sec): 3 clusters
  Score: Raw -1023032.632889 + Penalty 4389.003040 = -1018643.629849
  nChanged 10
		SP:Iteration 74Q (4500.390000 sec): 3 clusters
  Score: Raw -1023037.950043 + Penalty 4389.003040 = -1018648.947004
  nChanged 16
		SP:Iteration 75Q (4500.410000 sec): 3 clusters
  Score: Raw -1023045.348249 + Penalty 4389.003040 = -1018656.345209
  nChanged 15
		SP:Iteration 76Q (4500.430000 sec): 3 clusters
  Score: Raw -1023052.619937 + Penalty 4389.003040 = -1018663.616897
  nChanged 17
		SP:Iteration 77Q (4500.460000 sec): 3 clusters
  Score: Raw -1023060.473835 + Penalty 4389.003040 = -1018671.470795
  nChanged 19
		SP:Iteration 78Q (4500.480000 sec): 3 clusters
  Score: Raw -1023067.510259 + Penalty 4389.003040 = -1018678.507219
  nChanged 12
		SP:Iteration 79Q (4500.500000 sec): 3 clusters
  Score: Raw -1023072.783679 + Penalty 4389.003040 = -1018683.780639
  nChanged 11
		SP:Iteration 80F (4500.520000 sec): 3 clusters
  Score: Raw -1023077.732300 + Penalty 4389.003040 = -1018688.729261
  nChanged 9
		SP:Iteration 81Q (4500.550000 sec): 3 clusters
  Score: Raw -1023082.838393 + Penalty 4389.003040 = -1018693.835354
  nChanged 10
		SP:Iteration 82Q (4500.570000 sec): 3 clusters
  Score: Raw -1023087.051368 + Penalty 4389.003040 = -1018698.048328
  nChanged 8
		SP:Iteration 83Q (4500.590000 sec): 3 clusters
  Score: Raw -1023090.856616 + Penalty 4389.003040 = -1018701.853576
  nChanged 6
		SP:Iteration 84Q (4500.610000 sec): 3 clusters
  Score: Raw -1023093.681436 + Penalty 4389.003040 = -1018704.678396
  nChanged 8
		SP:Iteration 85Q (4500.630000 sec): 3 clusters
  Score: Raw -1023097.142716 + Penalty 4389.003040 = -1018708.139676
  nChanged 5
		SP:Iteration 86Q (4500.650000 sec): 3 clusters
  Score: Raw -1023098.876100 + Penalty 4389.003040 = -1018709.873060
  nChanged 5
		SP:Iteration 87Q (4500.680000 sec): 3 clusters
  Score: Raw -1023100.860592 + Penalty 4389.003040 = -1018711.857552
  nChanged 2
		SP:Iteration 88Q (4500.700000 sec): 3 clusters
  Score: Raw -1023101.451592 + Penalty 4389.003040 = -1018712.448552
  nChanged 2
		SP:Iteration 89Q (4500.720000 sec): 3 clusters
  Score: Raw -1023101.941124 + Penalty 4389.003040 = -1018712.938085
  nChanged 1
		SP:Iteration 90Q (4500.740000 sec): 3 clusters
  Score: Raw -1023102.267307 + Penalty 4389.003040 = -1018713.264268
  nChanged 0
		SP:Iteration 91F (4500.760000 sec): 3 clusters
  Score: Raw -1023102.267307 + Penalty 4389.003040 = -1018713.264268
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (6192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4500.780000 sec): 2 clusters
  Score: Raw -895774.247419 + Penalty 2165.291327 = -893608.956092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4500.810000 sec): 3 clusters
  Score: Raw -892611.618694 + Penalty 4330.582654 = -888281.036040
  nChanged 2441
		SP:Iteration 1F (4500.830000 sec): 3 clusters
  Score: Raw -893943.144743 + Penalty 4330.582654 = -889612.562089
  nChanged 456
		SP:Iteration 2F (4500.850000 sec): 3 clusters
  Score: Raw -894191.611700 + Penalty 4330.582654 = -889861.029046
  nChanged 332
		SP:Iteration 3F (4500.880000 sec): 3 clusters
  Score: Raw -894372.070582 + Penalty 4330.582654 = -890041.487928
  nChanged 260
		SP:Iteration 4Q (4500.900000 sec): 3 clusters
  Score: Raw -894518.463670 + Penalty 4330.582654 = -890187.881016
  nChanged 223
		SP:Iteration 5Q (4500.920000 sec): 3 clusters
  Score: Raw -894641.672366 + Penalty 4330.582654 = -890311.089712
  nChanged 186
		SP:Iteration 6Q (4500.940000 sec): 3 clusters
  Score: Raw -894732.402370 + Penalty 4330.582654 = -890401.819716
  nChanged 170
		SP:Iteration 7Q (4500.960000 sec): 3 clusters
  Score: Raw -894820.678290 + Penalty 4330.582654 = -890490.095636
  nChanged 171
		SP:Iteration 8Q (4500.990000 sec): 3 clusters
  Score: Raw -894900.883584 + Penalty 4330.582654 = -890570.300930
  nChanged 148
		SP:Iteration 9Q (4501.010000 sec): 3 clusters
  Score: Raw -894981.419693 + Penalty 4330.582654 = -890650.837039
  nChanged 146
		SP:Iteration 10Q (4501.030000 sec): 3 clusters
  Score: Raw -895058.949088 + Penalty 4330.582654 = -890728.366434
  nChanged 131
		SP:Iteration 11Q (4501.060000 sec): 3 clusters
  Score: Raw -895124.067415 + Penalty 4330.582654 = -890793.484761
  nChanged 142
		SP:Iteration 12Q (4501.080000 sec): 3 clusters
  Score: Raw -895196.599124 + Penalty 4330.582654 = -890866.016470
  nChanged 135
		SP:Iteration 13Q (4501.100000 sec): 3 clusters
  Score: Raw -895264.020415 + Penalty 4330.582654 = -890933.437761
  nChanged 124
		SP:Iteration 14Q (4501.120000 sec): 3 clusters
  Score: Raw -895313.554923 + Penalty 4330.582654 = -890982.972269
  nChanged 100
		SP:Iteration 15Q (4501.140000 sec): 3 clusters
  Score: Raw -895358.109244 + Penalty 4330.582654 = -891027.526590
  nChanged 112
		SP:Iteration 16Q (4501.160000 sec): 3 clusters
  Score: Raw -895411.226021 + Penalty 4330.582654 = -891080.643367
  nChanged 107
		SP:Iteration 17Q (4501.190000 sec): 3 clusters
  Score: Raw -895460.394761 + Penalty 4330.582654 = -891129.812107
  nChanged 90
		SP:Iteration 18Q (4501.210000 sec): 3 clusters
  Score: Raw -895502.736828 + Penalty 4330.582654 = -891172.154174
  nChanged 86
		SP:Iteration 19Q (4501.230000 sec): 3 clusters
  Score: Raw -895538.746043 + Penalty 4330.582654 = -891208.163389
  nChanged 78
		SP:Iteration 20F (4501.260000 sec): 3 clusters
  Score: Raw -895574.209826 + Penalty 4330.582654 = -891243.627172
  nChanged 67
		SP:Iteration 21Q (4501.280000 sec): 3 clusters
  Score: Raw -895602.610846 + Penalty 4330.582654 = -891272.028192
  nChanged 75
		SP:Iteration 22Q (4501.300000 sec): 3 clusters
  Score: Raw -895631.888031 + Penalty 4330.582654 = -891301.305377
  nChanged 62
		SP:Iteration 23Q (4501.320000 sec): 3 clusters
  Score: Raw -895655.527116 + Penalty 4330.582654 = -891324.944462
  nChanged 60
		SP:Iteration 24Q (4501.340000 sec): 3 clusters
  Score: Raw -895674.101507 + Penalty 4330.582654 = -891343.518854
  nChanged 49
		SP:Iteration 25Q (4501.360000 sec): 3 clusters
  Score: Raw -895691.609298 + Penalty 4330.582654 = -891361.026644
  nChanged 39
		SP:Iteration 26Q (4501.380000 sec): 3 clusters
  Score: Raw -895704.633006 + Penalty 4330.582654 = -891374.050352
  nChanged 35
		SP:Iteration 27Q (4501.410000 sec): 3 clusters
  Score: Raw -895718.092034 + Penalty 4330.582654 = -891387.509380
  nChanged 31
		SP:Iteration 28Q (4501.430000 sec): 3 clusters
  Score: Raw -895727.134410 + Penalty 4330.582654 = -891396.551756
  nChanged 26
		SP:Iteration 29Q (4501.450000 sec): 3 clusters
  Score: Raw -895736.998599 + Penalty 4330.582654 = -891406.415945
  nChanged 26
		SP:Iteration 30Q (4501.470000 sec): 3 clusters
  Score: Raw -895745.192873 + Penalty 4330.582654 = -891414.610219
  nChanged 22
		SP:Iteration 31Q (4501.500000 sec): 3 clusters
  Score: Raw -895751.807061 + Penalty 4330.582654 = -891421.224407
  nChanged 18
		SP:Iteration 32Q (4501.520000 sec): 3 clusters
  Score: Raw -895757.216630 + Penalty 4330.582654 = -891426.633976
  nChanged 17
		SP:Iteration 33Q (4501.540000 sec): 3 clusters
  Score: Raw -895761.636618 + Penalty 4330.582654 = -891431.053964
  nChanged 18
		SP:Iteration 34Q (4501.560000 sec): 3 clusters
  Score: Raw -895767.174091 + Penalty 4330.582654 = -891436.591437
  nChanged 16
		SP:Iteration 35Q (4501.580000 sec): 3 clusters
  Score: Raw -895772.475751 + Penalty 4330.582654 = -891441.893097
  nChanged 26
		SP:Iteration 36Q (4501.600000 sec): 3 clusters
  Score: Raw -895780.299836 + Penalty 4330.582654 = -891449.717182
  nChanged 23
		SP:Iteration 37Q (4501.630000 sec): 3 clusters
  Score: Raw -895787.930340 + Penalty 4330.582654 = -891457.347686
  nChanged 31
		SP:Iteration 38Q (4501.650000 sec): 3 clusters
  Score: Raw -895800.219355 + Penalty 4330.582654 = -891469.636701
  nChanged 31
		SP:Iteration 39Q (4501.670000 sec): 3 clusters
  Score: Raw -895810.216268 + Penalty 4330.582654 = -891479.633614
  nChanged 31
		SP:Iteration 40F (4501.700000 sec): 3 clusters
  Score: Raw -895823.536691 + Penalty 4330.582654 = -891492.954037
  nChanged 30
		SP:Iteration 41Q (4501.720000 sec): 3 clusters
  Score: Raw -895834.071831 + Penalty 4330.582654 = -891503.489177
  nChanged 27
		SP:Iteration 42Q (4501.740000 sec): 3 clusters
  Score: Raw -895841.286617 + Penalty 4330.582654 = -891510.703963
  nChanged 18
		SP:Iteration 43Q (4501.760000 sec): 3 clusters
  Score: Raw -895847.700486 + Penalty 4330.582654 = -891517.117832
  nChanged 12
		SP:Iteration 44Q (4501.780000 sec): 3 clusters
  Score: Raw -895852.621659 + Penalty 4330.582654 = -891522.039005
  nChanged 13
		SP:Iteration 45Q (4501.800000 sec): 3 clusters
  Score: Raw -895856.589563 + Penalty 4330.582654 = -891526.006909
  nChanged 16
		SP:Iteration 46Q (4501.820000 sec): 3 clusters
  Score: Raw -895861.384075 + Penalty 4330.582654 = -891530.801421
  nChanged 11
		SP:Iteration 47Q (4501.850000 sec): 3 clusters
  Score: Raw -895864.786448 + Penalty 4330.582654 = -891534.203794
  nChanged 8
		SP:Iteration 48Q (4501.870000 sec): 3 clusters
  Score: Raw -895866.800878 + Penalty 4330.582654 = -891536.218224
  nChanged 9
		SP:Iteration 49Q (4501.890000 sec): 3 clusters
  Score: Raw -895869.187845 + Penalty 4330.582654 = -891538.605191
  nChanged 6
		SP:Iteration 50Q (4501.910000 sec): 3 clusters
  Score: Raw -895870.823739 + Penalty 4330.582654 = -891540.241085
  nChanged 7
		SP:Iteration 51Q (4501.940000 sec): 3 clusters
  Score: Raw -895872.191206 + Penalty 4330.582654 = -891541.608553
  nChanged 4
		SP:Iteration 52Q (4501.960000 sec): 3 clusters
  Score: Raw -895873.067750 + Penalty 4330.582654 = -891542.485096
  nChanged 4
		SP:Iteration 53Q (4501.980000 sec): 3 clusters
  Score: Raw -895874.039457 + Penalty 4330.582654 = -891543.456803
  nChanged 5
		SP:Iteration 54Q (4502.000000 sec): 3 clusters
  Score: Raw -895875.794023 + Penalty 4330.582654 = -891545.211369
  nChanged 8
		SP:Iteration 55Q (4502.030000 sec): 3 clusters
  Score: Raw -895878.453283 + Penalty 4330.582654 = -891547.870629
  nChanged 9
		SP:Iteration 56Q (4502.050000 sec): 3 clusters
  Score: Raw -895880.579128 + Penalty 4330.582654 = -891549.996474
  nChanged 4
		SP:Iteration 57Q (4502.070000 sec): 3 clusters
  Score: Raw -895881.919228 + Penalty 4330.582654 = -891551.336574
  nChanged 4
		SP:Iteration 58Q (4502.090000 sec): 3 clusters
  Score: Raw -895882.890435 + Penalty 4330.582654 = -891552.307781
  nChanged 6
		SP:Iteration 59Q (4502.110000 sec): 3 clusters
  Score: Raw -895884.885106 + Penalty 4330.582654 = -891554.302452
  nChanged 11
		SP:Iteration 60F (4502.130000 sec): 3 clusters
  Score: Raw -895888.139516 + Penalty 4330.582654 = -891557.556862
  nChanged 8
		SP:Iteration 61Q (4502.150000 sec): 3 clusters
  Score: Raw -895890.797327 + Penalty 4330.582654 = -891560.214673
  nChanged 8
		SP:Iteration 62Q (4502.170000 sec): 3 clusters
  Score: Raw -895893.261134 + Penalty 4330.582654 = -891562.678480
  nChanged 9
		SP:Iteration 63Q (4502.190000 sec): 3 clusters
  Score: Raw -895896.237320 + Penalty 4330.582654 = -891565.654666
  nChanged 9
		SP:Iteration 64Q (4502.210000 sec): 3 clusters
  Score: Raw -895899.121357 + Penalty 4330.582654 = -891568.538703
  nChanged 10
		SP:Iteration 65Q (4502.230000 sec): 3 clusters
  Score: Raw -895902.438623 + Penalty 4330.582654 = -891571.855969
  nChanged 9
		SP:Iteration 66Q (4502.260000 sec): 3 clusters
  Score: Raw -895904.860908 + Penalty 4330.582654 = -891574.278254
  nChanged 6
		SP:Iteration 67Q (4502.280000 sec): 3 clusters
  Score: Raw -895906.874822 + Penalty 4330.582654 = -891576.292168
  nChanged 9
		SP:Iteration 68Q (4502.300000 sec): 3 clusters
  Score: Raw -895909.167557 + Penalty 4330.582654 = -891578.584903
  nChanged 3
		SP:Iteration 69Q (4502.320000 sec): 3 clusters
  Score: Raw -895909.944536 + Penalty 4330.582654 = -891579.361882
  nChanged 4
		SP:Iteration 70Q (4502.340000 sec): 3 clusters
  Score: Raw -895911.687322 + Penalty 4330.582654 = -891581.104668
  nChanged 10
		SP:Iteration 71Q (4502.360000 sec): 3 clusters
  Score: Raw -895914.777180 + Penalty 4330.582654 = -891584.194526
  nChanged 8
		SP:Iteration 72Q (4502.380000 sec): 3 clusters
  Score: Raw -895916.801047 + Penalty 4330.582654 = -891586.218393
  nChanged 6
		SP:Iteration 73Q (4502.410000 sec): 3 clusters
  Score: Raw -895918.548783 + Penalty 4330.582654 = -891587.966129
  nChanged 10
		SP:Iteration 74Q (4502.430000 sec): 3 clusters
  Score: Raw -895921.404890 + Penalty 4330.582654 = -891590.822236
  nChanged 12
		SP:Iteration 75Q (4502.450000 sec): 3 clusters
  Score: Raw -895924.408908 + Penalty 4330.582654 = -891593.826254
  nChanged 8
		SP:Iteration 76Q (4502.470000 sec): 3 clusters
  Score: Raw -895926.700590 + Penalty 4330.582654 = -891596.117936
  nChanged 6
		SP:Iteration 77Q (4502.490000 sec): 3 clusters
  Score: Raw -895928.491206 + Penalty 4330.582654 = -891597.908552
  nChanged 4
		SP:Iteration 78Q (4502.510000 sec): 3 clusters
  Score: Raw -895929.532571 + Penalty 4330.582654 = -891598.949917
  nChanged 4
		SP:Iteration 79Q (4502.530000 sec): 3 clusters
  Score: Raw -895930.443917 + Penalty 4330.582654 = -891599.861263
  nChanged 6
		SP:Iteration 80F (4502.550000 sec): 3 clusters
  Score: Raw -895931.807437 + Penalty 4330.582654 = -891601.224783
  nChanged 4
		SP:Iteration 81Q (4502.570000 sec): 3 clusters
  Score: Raw -895932.478185 + Penalty 4330.582654 = -891601.895531
  nChanged 5
		SP:Iteration 82Q (4502.590000 sec): 3 clusters
  Score: Raw -895933.692588 + Penalty 4330.582654 = -891603.109934
  nChanged 5
		SP:Iteration 83Q (4502.610000 sec): 3 clusters
  Score: Raw -895934.852151 + Penalty 4330.582654 = -891604.269497
  nChanged 4
		SP:Iteration 84Q (4502.640000 sec): 3 clusters
  Score: Raw -895935.747264 + Penalty 4330.582654 = -891605.164610
  nChanged 3
		SP:Iteration 85Q (4502.660000 sec): 3 clusters
  Score: Raw -895936.483401 + Penalty 4330.582654 = -891605.900747
  nChanged 2
		SP:Iteration 86Q (4502.680000 sec): 3 clusters
  Score: Raw -895937.150820 + Penalty 4330.582654 = -891606.568166
  nChanged 6
		SP:Iteration 87Q (4502.700000 sec): 3 clusters
  Score: Raw -895938.425654 + Penalty 4330.582654 = -891607.843000
  nChanged 3
		SP:Iteration 88Q (4502.720000 sec): 3 clusters
  Score: Raw -895939.077467 + Penalty 4330.582654 = -891608.494813
  nChanged 5
		SP:Iteration 89Q (4502.740000 sec): 3 clusters
  Score: Raw -895940.461648 + Penalty 4330.582654 = -891609.878994
  nChanged 5
		SP:Iteration 90Q (4502.760000 sec): 3 clusters
  Score: Raw -895941.436325 + Penalty 4330.582654 = -891610.853671
  nChanged 3
		SP:Iteration 91Q (4502.780000 sec): 3 clusters
  Score: Raw -895942.002670 + Penalty 4330.582654 = -891611.420016
  nChanged 1
		SP:Iteration 92Q (4502.800000 sec): 3 clusters
  Score: Raw -895942.550895 + Penalty 4330.582654 = -891611.968241
  nChanged 1
		SP:Iteration 93Q (4502.830000 sec): 3 clusters
  Score: Raw -895942.787938 + Penalty 4330.582654 = -891612.205284
  nChanged 0
		SP:Iteration 94F (4502.850000 sec): 3 clusters
  Score: Raw -895942.787938 + Penalty 4330.582654 = -891612.205284
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (26585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4502.950000 sec): 2 clusters
  Score: Raw -3930311.042638 + Penalty 2526.649402 = -3927784.393237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4503.050000 sec): 3 clusters
  Score: Raw -3914317.832093 + Penalty 5053.298803 = -3909264.533290
  nChanged 11939
		SP:Iteration 1F (4503.150000 sec): 3 clusters
  Score: Raw -3920893.787008 + Penalty 5053.298803 = -3915840.488204
  nChanged 1345
		SP:Iteration 2F (4503.250000 sec): 3 clusters
  Score: Raw -3921297.392068 + Penalty 5053.298803 = -3916244.093265
  nChanged 1081
		SP:Iteration 3Q (4503.360000 sec): 3 clusters
  Score: Raw -3921613.986056 + Penalty 5053.298803 = -3916560.687253
  nChanged 956
		SP:Iteration 4Q (4503.460000 sec): 3 clusters
  Score: Raw -3921897.784880 + Penalty 5053.298803 = -3916844.486077
  nChanged 964
		SP:Iteration 5Q (4503.570000 sec): 3 clusters
  Score: Raw -3922220.055731 + Penalty 5053.298803 = -3917166.756927
  nChanged 1080
		SP:Iteration 6Q (4503.670000 sec): 3 clusters
  Score: Raw -3922635.217915 + Penalty 5053.298803 = -3917581.919112
  nChanged 1194
		SP:Iteration 7Q (4503.780000 sec): 3 clusters
  Score: Raw -3923187.025011 + Penalty 5053.298803 = -3918133.726208
  nChanged 1357
		SP:Iteration 8F (4503.880000 sec): 3 clusters
  Score: Raw -3923908.424964 + Penalty 5053.298803 = -3918855.126161
  nChanged 1480
		SP:Iteration 9F (4503.980000 sec): 3 clusters
  Score: Raw -3924861.568637 + Penalty 5053.298803 = -3919808.269834
  nChanged 1618
		SP:Iteration 10F (4504.080000 sec): 3 clusters
  Score: Raw -3926048.493240 + Penalty 5053.298803 = -3920995.194437
  nChanged 1543
		SP:Iteration 11F (4504.180000 sec): 3 clusters
  Score: Raw -3927295.508287 + Penalty 5053.298803 = -3922242.209484
  nChanged 1328
		SP:Iteration 12Q (4504.280000 sec): 3 clusters
  Score: Raw -3928412.928623 + Penalty 5053.298803 = -3923359.629820
  nChanged 939
		SP:Iteration 13Q (4504.380000 sec): 3 clusters
  Score: Raw -3929248.857178 + Penalty 5053.298803 = -3924195.558375
  nChanged 618
		SP:Iteration 14Q (4504.470000 sec): 3 clusters
  Score: Raw -3929819.823588 + Penalty 5053.298803 = -3924766.524784
  nChanged 367
		SP:Iteration 15Q (4504.560000 sec): 3 clusters
  Score: Raw -3930143.924985 + Penalty 5053.298803 = -3925090.626182
  nChanged 210
		SP:Iteration 16Q (4504.650000 sec): 3 clusters
  Score: Raw -3930331.057333 + Penalty 5053.298803 = -3925277.758530
  nChanged 124
		SP:Iteration 17Q (4504.730000 sec): 3 clusters
  Score: Raw -3930446.240790 + Penalty 5053.298803 = -3925392.941987
  nChanged 85
		SP:Iteration 18Q (4504.800000 sec): 3 clusters
  Score: Raw -3930526.188560 + Penalty 5053.298803 = -3925472.889757
  nChanged 49
		SP:Iteration 19Q (4504.870000 sec): 3 clusters
  Score: Raw -3930569.403440 + Penalty 5053.298803 = -3925516.104637
  nChanged 39
		SP:Iteration 20F (4504.970000 sec): 3 clusters
  Score: Raw -3930602.950481 + Penalty 5053.298803 = -3925549.651677
  nChanged 24
		SP:Iteration 21Q (4505.050000 sec): 3 clusters
  Score: Raw -3930623.670890 + Penalty 5053.298803 = -3925570.372086
  nChanged 20
		SP:Iteration 22Q (4505.130000 sec): 3 clusters
  Score: Raw -3930642.424214 + Penalty 5053.298803 = -3925589.125411
  nChanged 16
		SP:Iteration 23Q (4505.200000 sec): 3 clusters
  Score: Raw -3930658.985934 + Penalty 5053.298803 = -3925605.687131
  nChanged 21
		SP:Iteration 24Q (4505.270000 sec): 3 clusters
  Score: Raw -3930674.175853 + Penalty 5053.298803 = -3925620.877050
  nChanged 14
		SP:Iteration 25Q (4505.340000 sec): 3 clusters
  Score: Raw -3930683.260065 + Penalty 5053.298803 = -3925629.961262
  nChanged 8
		SP:Iteration 26Q (4505.410000 sec): 3 clusters
  Score: Raw -3930692.314118 + Penalty 5053.298803 = -3925639.015314
  nChanged 12
		SP:Iteration 27Q (4505.490000 sec): 3 clusters
  Score: Raw -3930701.984224 + Penalty 5053.298803 = -3925648.685420
  nChanged 3
		SP:Iteration 28Q (4505.560000 sec): 3 clusters
  Score: Raw -3930705.778126 + Penalty 5053.298803 = -3925652.479323
  nChanged 6
		SP:Iteration 29Q (4505.630000 sec): 3 clusters
  Score: Raw -3930709.416797 + Penalty 5053.298803 = -3925656.117994
  nChanged 5
		SP:Iteration 30Q (4505.700000 sec): 3 clusters
  Score: Raw -3930712.995695 + Penalty 5053.298803 = -3925659.696892
  nChanged 3
		SP:Iteration 31Q (4505.780000 sec): 3 clusters
  Score: Raw -3930716.093951 + Penalty 5053.298803 = -3925662.795148
  nChanged 3
		SP:Iteration 32Q (4505.850000 sec): 3 clusters
  Score: Raw -3930719.177766 + Penalty 5053.298803 = -3925665.878963
  nChanged 2
		SP:Iteration 33Q (4505.920000 sec): 3 clusters
  Score: Raw -3930721.217133 + Penalty 5053.298803 = -3925667.918330
  nChanged 5
		SP:Iteration 34Q (4505.990000 sec): 3 clusters
  Score: Raw -3930725.771048 + Penalty 5053.298803 = -3925672.472245
  nChanged 7
		SP:Iteration 35Q (4506.060000 sec): 3 clusters
  Score: Raw -3930732.232212 + Penalty 5053.298803 = -3925678.933409
  nChanged 5
		SP:Iteration 36Q (4506.140000 sec): 3 clusters
  Score: Raw -3930736.161210 + Penalty 5053.298803 = -3925682.862407
  nChanged 1
		SP:Iteration 37Q (4506.210000 sec): 3 clusters
  Score: Raw -3930736.970824 + Penalty 5053.298803 = -3925683.672021
  nChanged 0
		SP:Iteration 38F (4506.310000 sec): 3 clusters
  Score: Raw -3930736.970824 + Penalty 5053.298803 = -3925683.672021
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (20938 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4506.380000 sec): 2 clusters
  Score: Raw -2878376.022279 + Penalty 2467.431600 = -2875908.590678
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4506.460000 sec): 3 clusters
  Score: Raw -2866046.377788 + Penalty 4934.863201 = -2861111.514588
  nChanged 9319
		SP:Iteration 1F (4506.530000 sec): 3 clusters
  Score: Raw -2871333.028442 + Penalty 4934.863201 = -2866398.165241
  nChanged 1345
		SP:Iteration 2F (4506.610000 sec): 3 clusters
  Score: Raw -2871974.246169 + Penalty 4934.863201 = -2867039.382968
  nChanged 1216
		SP:Iteration 3F (4506.690000 sec): 3 clusters
  Score: Raw -2872525.452438 + Penalty 4934.863201 = -2867590.589237
  nChanged 1063
		SP:Iteration 4F (4506.770000 sec): 3 clusters
  Score: Raw -2872976.297334 + Penalty 4934.863201 = -2868041.434133
  nChanged 957
		SP:Iteration 5Q (4506.850000 sec): 3 clusters
  Score: Raw -2873394.176926 + Penalty 4934.863201 = -2868459.313726
  nChanged 923
		SP:Iteration 6Q (4506.930000 sec): 3 clusters
  Score: Raw -2873818.756519 + Penalty 4934.863201 = -2868883.893318
  nChanged 884
		SP:Iteration 7Q (4507.010000 sec): 3 clusters
  Score: Raw -2874283.360081 + Penalty 4934.863201 = -2869348.496880
  nChanged 1012
		SP:Iteration 8Q (4507.080000 sec): 3 clusters
  Score: Raw -2874915.858224 + Penalty 4934.863201 = -2869980.995023
  nChanged 1045
		SP:Iteration 9Q (4507.160000 sec): 3 clusters
  Score: Raw -2875608.603811 + Penalty 4934.863201 = -2870673.740611
  nChanged 1016
		SP:Iteration 10Q (4507.250000 sec): 3 clusters
  Score: Raw -2876297.252167 + Penalty 4934.863201 = -2871362.388967
  nChanged 912
		SP:Iteration 11Q (4507.330000 sec): 3 clusters
  Score: Raw -2876894.801286 + Penalty 4934.863201 = -2871959.938085
  nChanged 758
		SP:Iteration 12Q (4507.400000 sec): 3 clusters
  Score: Raw -2877351.169840 + Penalty 4934.863201 = -2872416.306639
  nChanged 648
		SP:Iteration 13Q (4507.480000 sec): 3 clusters
  Score: Raw -2877753.733484 + Penalty 4934.863201 = -2872818.870284
  nChanged 578
		SP:Iteration 14Q (4507.560000 sec): 3 clusters
  Score: Raw -2878159.474641 + Penalty 4934.863201 = -2873224.611441
  nChanged 541
		SP:Iteration 15Q (4507.630000 sec): 3 clusters
  Score: Raw -2878619.325962 + Penalty 4934.863201 = -2873684.462762
  nChanged 511
		SP:Iteration 16Q (4507.700000 sec): 3 clusters
  Score: Raw -2879123.058334 + Penalty 4934.863201 = -2874188.195134
  nChanged 473
		SP:Iteration 17Q (4507.770000 sec): 3 clusters
  Score: Raw -2879628.427940 + Penalty 4934.863201 = -2874693.564739
  nChanged 372
		SP:Iteration 18Q (4507.840000 sec): 3 clusters
  Score: Raw -2880004.691336 + Penalty 4934.863201 = -2875069.828136
  nChanged 248
		SP:Iteration 19Q (4507.910000 sec): 3 clusters
  Score: Raw -2880241.248856 + Penalty 4934.863201 = -2875306.385656
  nChanged 152
		SP:Iteration 20F (4507.980000 sec): 3 clusters
  Score: Raw -2880587.595740 + Penalty 4934.863201 = -2875652.732539
  nChanged 135
		SP:Iteration 21Q (4508.050000 sec): 3 clusters
  Score: Raw -2880829.125181 + Penalty 4934.863201 = -2875894.261981
  nChanged 98
		SP:Iteration 22Q (4508.110000 sec): 3 clusters
  Score: Raw -2880916.148792 + Penalty 4934.863201 = -2875981.285591
  nChanged 41
		SP:Iteration 23Q (4508.170000 sec): 3 clusters
  Score: Raw -2880939.497578 + Penalty 4934.863201 = -2876004.634377
  nChanged 16
		SP:Iteration 24Q (4508.240000 sec): 3 clusters
  Score: Raw -2880944.674110 + Penalty 4934.863201 = -2876009.810909
  nChanged 6
		SP:Iteration 25Q (4508.300000 sec): 3 clusters
  Score: Raw -2880947.160815 + Penalty 4934.863201 = -2876012.297615
  nChanged 2
		SP:Iteration 26Q (4508.360000 sec): 3 clusters
  Score: Raw -2880947.673901 + Penalty 4934.863201 = -2876012.810701
  nChanged 0
		SP:Iteration 27F (4508.440000 sec): 3 clusters
  Score: Raw -2880947.673901 + Penalty 4934.863201 = -2876012.810701
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 27.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4508.460000 sec): 2 clusters
  Score: Raw -466550.775029 + Penalty 2004.588940 = -464546.186090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4508.470000 sec): 3 clusters
  Score: Raw -465126.629450 + Penalty 4009.177880 = -461117.451570
  nChanged 1146
		SP:Iteration 1F (4508.480000 sec): 3 clusters
  Score: Raw -465824.398498 + Penalty 4009.177880 = -461815.220618
  nChanged 232
		SP:Iteration 2F (4508.500000 sec): 3 clusters
  Score: Raw -465989.938552 + Penalty 4009.177880 = -461980.760672
  nChanged 157
		SP:Iteration 3Q (4508.510000 sec): 3 clusters
  Score: Raw -466095.243594 + Penalty 4009.177880 = -462086.065714
  nChanged 108
		SP:Iteration 4Q (4508.520000 sec): 3 clusters
  Score: Raw -466149.299564 + Penalty 4009.177880 = -462140.121684
  nChanged 69
		SP:Iteration 5Q (4508.530000 sec): 3 clusters
  Score: Raw -466182.818068 + Penalty 4009.177880 = -462173.640188
  nChanged 50
		SP:Iteration 6Q (4508.540000 sec): 3 clusters
  Score: Raw -466204.429770 + Penalty 4009.177880 = -462195.251890
  nChanged 34
		SP:Iteration 7Q (4508.560000 sec): 3 clusters
  Score: Raw -466219.415080 + Penalty 4009.177880 = -462210.237201
  nChanged 32
		SP:Iteration 8Q (4508.570000 sec): 3 clusters
  Score: Raw -466238.375634 + Penalty 4009.177880 = -462229.197754
  nChanged 36
		SP:Iteration 9Q (4508.580000 sec): 3 clusters
  Score: Raw -466263.477177 + Penalty 4009.177880 = -462254.299297
  nChanged 51
		SP:Iteration 10Q (4508.590000 sec): 3 clusters
  Score: Raw -466293.267176 + Penalty 4009.177880 = -462284.089296
  nChanged 56
		SP:Iteration 11Q (4508.600000 sec): 3 clusters
  Score: Raw -466323.351133 + Penalty 4009.177880 = -462314.173253
  nChanged 44
		SP:Iteration 12Q (4508.610000 sec): 3 clusters
  Score: Raw -466345.421639 + Penalty 4009.177880 = -462336.243760
  nChanged 37
		SP:Iteration 13Q (4508.620000 sec): 3 clusters
  Score: Raw -466364.585323 + Penalty 4009.177880 = -462355.407443
  nChanged 40
		SP:Iteration 14Q (4508.640000 sec): 3 clusters
  Score: Raw -466388.615680 + Penalty 4009.177880 = -462379.437800
  nChanged 53
		SP:Iteration 15Q (4508.650000 sec): 3 clusters
  Score: Raw -466422.828121 + Penalty 4009.177880 = -462413.650241
  nChanged 72
		SP:Iteration 16Q (4508.660000 sec): 3 clusters
  Score: Raw -466481.899533 + Penalty 4009.177880 = -462472.721653
  nChanged 84
		SP:Iteration 17Q (4508.670000 sec): 3 clusters
  Score: Raw -466557.569306 + Penalty 4009.177880 = -462548.391426
  nChanged 95
		SP:Iteration 18Q (4508.680000 sec): 3 clusters
  Score: Raw -466639.474702 + Penalty 4009.177880 = -462630.296822
  nChanged 100
		SP:Iteration 19Q (4508.700000 sec): 3 clusters
  Score: Raw -466732.858893 + Penalty 4009.177880 = -462723.681013
  nChanged 122
		SP:Iteration 20F (4508.710000 sec): 3 clusters
  Score: Raw -466848.722406 + Penalty 4009.177880 = -462839.544526
  nChanged 121
		SP:Iteration 21Q (4508.720000 sec): 3 clusters
  Score: Raw -467011.675354 + Penalty 4009.177880 = -463002.497475
  nChanged 136
		SP:Iteration 22Q (4508.730000 sec): 3 clusters
  Score: Raw -467156.996816 + Penalty 4009.177880 = -463147.818936
  nChanged 134
		SP:Iteration 23Q (4508.740000 sec): 3 clusters
  Score: Raw -467301.155884 + Penalty 4009.177880 = -463291.978004
  nChanged 93
		SP:Iteration 24Q (4508.750000 sec): 3 clusters
  Score: Raw -467417.126831 + Penalty 4009.177880 = -463407.948951
  nChanged 85
		SP:Iteration 25Q (4508.760000 sec): 3 clusters
  Score: Raw -467525.456169 + Penalty 4009.177880 = -463516.278289
  nChanged 77
		SP:Iteration 26Q (4508.780000 sec): 3 clusters
  Score: Raw -467622.794764 + Penalty 4009.177880 = -463613.616884
  nChanged 85
		SP:Iteration 27Q (4508.790000 sec): 3 clusters
  Score: Raw -467716.502298 + Penalty 4009.177880 = -463707.324418
  nChanged 72
		SP:Iteration 28Q (4508.800000 sec): 3 clusters
  Score: Raw -467800.311005 + Penalty 4009.177880 = -463791.133125
  nChanged 72
		SP:Iteration 29Q (4508.810000 sec): 3 clusters
  Score: Raw -467878.998676 + Penalty 4009.177880 = -463869.820796
  nChanged 58
		SP:Iteration 30Q (4508.820000 sec): 3 clusters
  Score: Raw -467933.513933 + Penalty 4009.177880 = -463924.336054
  nChanged 50
		SP:Iteration 31Q (4508.830000 sec): 3 clusters
  Score: Raw -467973.615561 + Penalty 4009.177880 = -463964.437681
  nChanged 40
		SP:Iteration 32Q (4508.840000 sec): 3 clusters
  Score: Raw -468001.677415 + Penalty 4009.177880 = -463992.499535
  nChanged 33
		SP:Iteration 33Q (4508.850000 sec): 3 clusters
  Score: Raw -468026.464067 + Penalty 4009.177880 = -464017.286187
  nChanged 32
		SP:Iteration 34Q (4508.860000 sec): 3 clusters
  Score: Raw -468044.565690 + Penalty 4009.177880 = -464035.387811
  nChanged 26
		SP:Iteration 35Q (4508.870000 sec): 3 clusters
  Score: Raw -468060.618280 + Penalty 4009.177880 = -464051.440400
  nChanged 27
		SP:Iteration 36Q (4508.880000 sec): 3 clusters
  Score: Raw -468074.377210 + Penalty 4009.177880 = -464065.199331
  nChanged 21
		SP:Iteration 37Q (4508.890000 sec): 3 clusters
  Score: Raw -468083.811018 + Penalty 4009.177880 = -464074.633138
  nChanged 12
		SP:Iteration 38Q (4508.900000 sec): 3 clusters
  Score: Raw -468090.254376 + Penalty 4009.177880 = -464081.076496
  nChanged 12
		SP:Iteration 39Q (4508.910000 sec): 3 clusters
  Score: Raw -468096.066253 + Penalty 4009.177880 = -464086.888373
  nChanged 15
		SP:Iteration 40F (4508.920000 sec): 3 clusters
  Score: Raw -468103.519192 + Penalty 4009.177880 = -464094.341312
  nChanged 15
		SP:Iteration 41Q (4508.930000 sec): 3 clusters
  Score: Raw -468110.549282 + Penalty 4009.177880 = -464101.371403
  nChanged 16
		SP:Iteration 42Q (4508.940000 sec): 3 clusters
  Score: Raw -468118.573037 + Penalty 4009.177880 = -464109.395157
  nChanged 13
		SP:Iteration 43Q (4508.950000 sec): 3 clusters
  Score: Raw -468123.628592 + Penalty 4009.177880 = -464114.450712
  nChanged 13
		SP:Iteration 44Q (4508.960000 sec): 3 clusters
  Score: Raw -468128.932492 + Penalty 4009.177880 = -464119.754612
  nChanged 6
		SP:Iteration 45Q (4508.970000 sec): 3 clusters
  Score: Raw -468130.685380 + Penalty 4009.177880 = -464121.507501
  nChanged 5
		SP:Iteration 46Q (4508.980000 sec): 3 clusters
  Score: Raw -468132.653409 + Penalty 4009.177880 = -464123.475529
  nChanged 8
		SP:Iteration 47Q (4508.990000 sec): 3 clusters
  Score: Raw -468135.319159 + Penalty 4009.177880 = -464126.141279
  nChanged 2
		SP:Iteration 48Q (4509.000000 sec): 3 clusters
  Score: Raw -468135.791604 + Penalty 4009.177880 = -464126.613724
  nChanged 2
		SP:Iteration 49Q (4509.010000 sec): 3 clusters
  Score: Raw -468137.364405 + Penalty 4009.177880 = -464128.186525
  nChanged 2
		SP:Iteration 50Q (4509.020000 sec): 3 clusters
  Score: Raw -468138.521155 + Penalty 4009.177880 = -464129.343276
  nChanged 3
		SP:Iteration 51Q (4509.030000 sec): 3 clusters
  Score: Raw -468139.677625 + Penalty 4009.177880 = -464130.499745
  nChanged 3
		SP:Iteration 52Q (4509.040000 sec): 3 clusters
  Score: Raw -468140.341134 + Penalty 4009.177880 = -464131.163254
  nChanged 0
		SP:Iteration 53F (4509.060000 sec): 3 clusters
  Score: Raw -468140.341134 + Penalty 4009.177880 = -464131.163254
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4509.060000 sec): 2 clusters
  Score: Raw -126649.122636 + Penalty 1674.273164 = -124974.849472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4509.060000 sec): 3 clusters
  Score: Raw -126494.782935 + Penalty 3348.546329 = -123146.236607
  nChanged 183
		SP:Iteration 1F (4509.070000 sec): 3 clusters
  Score: Raw -126722.586382 + Penalty 3348.546329 = -123374.040053
  nChanged 46
		SP:Iteration 2F (4509.070000 sec): 3 clusters
  Score: Raw -126785.704028 + Penalty 3348.546329 = -123437.157699
  nChanged 23
		SP:Iteration 3Q (4509.070000 sec): 3 clusters
  Score: Raw -126824.290567 + Penalty 3348.546329 = -123475.744238
  nChanged 11
		SP:Iteration 4Q (4509.080000 sec): 3 clusters
  Score: Raw -126841.240612 + Penalty 3348.546329 = -123492.694283
  nChanged 9
		SP:Iteration 5Q (4509.080000 sec): 3 clusters
  Score: Raw -126852.010663 + Penalty 3348.546329 = -123503.464335
  nChanged 2
		SP:Iteration 6Q (4509.080000 sec): 3 clusters
  Score: Raw -126854.666692 + Penalty 3348.546329 = -123506.120364
  nChanged 1
		SP:Iteration 7Q (4509.080000 sec): 3 clusters
  Score: Raw -126855.759574 + Penalty 3348.546329 = -123507.213246
  nChanged 1
		SP:Iteration 8Q (4509.090000 sec): 3 clusters
  Score: Raw -126857.445204 + Penalty 3348.546329 = -123508.898876
  nChanged 1
		SP:Iteration 9Q (4509.090000 sec): 3 clusters
  Score: Raw -126858.031440 + Penalty 3348.546329 = -123509.485112
  nChanged 0
		SP:Iteration 10F (4509.100000 sec): 3 clusters
  Score: Raw -126858.031440 + Penalty 3348.546329 = -123509.485112
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (2373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4509.100000 sec): 2 clusters
  Score: Raw -277845.349964 + Penalty 1927.433744 = -275917.916221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4509.110000 sec): 3 clusters
  Score: Raw -277224.194577 + Penalty 3854.867487 = -273369.327090
  nChanged 892
		SP:Iteration 1F (4509.120000 sec): 3 clusters
  Score: Raw -281033.805491 + Penalty 3854.867487 = -277178.938004
  nChanged 365
		SP:Iteration 2F (4509.130000 sec): 3 clusters
  Score: Raw -284455.813033 + Penalty 3854.867487 = -280600.945545
  nChanged 271
		SP:Iteration 3F (4509.140000 sec): 3 clusters
  Score: Raw -286177.106058 + Penalty 3854.867487 = -282322.238571
  nChanged 184
		SP:Iteration 4F (4509.150000 sec): 3 clusters
  Score: Raw -287708.193891 + Penalty 3854.867487 = -283853.326404
  nChanged 110
		SP:Iteration 5Q (4509.150000 sec): 3 clusters
  Score: Raw -289277.133377 + Penalty 3854.867487 = -285422.265890
  nChanged 52
		SP:Iteration 6Q (4509.160000 sec): 3 clusters
  Score: Raw -291087.619053 + Penalty 3854.867487 = -287232.751565
  nChanged 25
		SP:Iteration 7Q (4509.160000 sec): 3 clusters
  Score: Raw -292505.421666 + Penalty 3854.867487 = -288650.554178
  nChanged 21
		SP:Iteration 8Q (4509.170000 sec): 3 clusters
  Score: Raw -292597.613700 + Penalty 3854.867487 = -288742.746212
  nChanged 11
		SP:Iteration 9Q (4509.180000 sec): 3 clusters
  Score: Raw -292654.563336 + Penalty 3854.867487 = -288799.695848
  nChanged 8
		SP:Iteration 10Q (4509.180000 sec): 3 clusters
  Score: Raw -292684.016263 + Penalty 3854.867487 = -288829.148776
  nChanged 3
		SP:Iteration 11Q (4509.190000 sec): 3 clusters
  Score: Raw -292685.445952 + Penalty 3854.867487 = -288830.578465
  nChanged 0
		SP:Iteration 12F (4509.200000 sec): 3 clusters
  Score: Raw -292924.836876 + Penalty 3854.867487 = -289069.969389
  nChanged 62
		SP:Iteration 13Q (4509.200000 sec): 3 clusters
  Score: Raw -293615.500036 + Penalty 3854.867487 = -289760.632549
  nChanged 38
		SP:Iteration 14Q (4509.210000 sec): 3 clusters
  Score: Raw -293955.172244 + Penalty 3854.867487 = -290100.304757
  nChanged 6
		SP:Iteration 15Q (4509.220000 sec): 3 clusters
  Score: Raw -293987.988425 + Penalty 3854.867487 = -290133.120938
  nChanged 2
		SP:Iteration 16Q (4509.220000 sec): 3 clusters
  Score: Raw -293990.785147 + Penalty 3854.867487 = -290135.917660
  nChanged 0
		SP:Iteration 17F (4509.230000 sec): 3 clusters
  Score: Raw -294028.011367 + Penalty 3854.867487 = -290173.143880
  nChanged 10
		SP:Iteration 18Q (4509.240000 sec): 3 clusters
  Score: Raw -294095.102583 + Penalty 3854.867487 = -290240.235096
  nChanged 12
		SP:Iteration 19Q (4509.240000 sec): 3 clusters
  Score: Raw -294213.818689 + Penalty 3854.867487 = -290358.951201
  nChanged 11
		SP:Iteration 20F (4509.250000 sec): 3 clusters
  Score: Raw -294478.273308 + Penalty 3854.867487 = -290623.405821
  nChanged 31
		SP:Iteration 21Q (4509.260000 sec): 3 clusters
  Score: Raw -295546.755419 + Penalty 3854.867487 = -291691.887932
  nChanged 9
		SP:Iteration 22Q (4509.260000 sec): 3 clusters
  Score: Raw -297202.760678 + Penalty 3854.867487 = -293347.893190
  nChanged 0
		SP:Iteration 23F (4509.270000 sec): 3 clusters
  Score: Raw -297202.760678 + Penalty 3854.867487 = -293347.893190
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 28.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4509.320000 sec): 2 clusters
  Score: Raw -1987856.734643 + Penalty 2355.484765 = -1985501.249878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4509.370000 sec): 3 clusters
  Score: Raw -1980571.747515 + Penalty 4710.969530 = -1975860.777985
  nChanged 5577
		SP:Iteration 1F (4509.420000 sec): 3 clusters
  Score: Raw -1983489.497657 + Penalty 4710.969530 = -1978778.528127
  nChanged 791
		SP:Iteration 2F (4509.470000 sec): 3 clusters
  Score: Raw -1983805.365909 + Penalty 4710.969530 = -1979094.396379
  nChanged 597
		SP:Iteration 3Q (4509.520000 sec): 3 clusters
  Score: Raw -1984013.286099 + Penalty 4710.969530 = -1979302.316570
  nChanged 481
		SP:Iteration 4Q (4509.570000 sec): 3 clusters
  Score: Raw -1984173.969729 + Penalty 4710.969530 = -1979463.000199
  nChanged 467
		SP:Iteration 5Q (4509.620000 sec): 3 clusters
  Score: Raw -1984341.954729 + Penalty 4710.969530 = -1979630.985199
  nChanged 419
		SP:Iteration 6Q (4509.660000 sec): 3 clusters
  Score: Raw -1984497.918945 + Penalty 4710.969530 = -1979786.949415
  nChanged 415
		SP:Iteration 7Q (4509.720000 sec): 3 clusters
  Score: Raw -1984665.366280 + Penalty 4710.969530 = -1979954.396751
  nChanged 463
		SP:Iteration 8Q (4509.760000 sec): 3 clusters
  Score: Raw -1984865.946054 + Penalty 4710.969530 = -1980154.976524
  nChanged 497
		SP:Iteration 9Q (4509.810000 sec): 3 clusters
  Score: Raw -1985125.681780 + Penalty 4710.969530 = -1980414.712250
  nChanged 584
		SP:Iteration 10Q (4509.860000 sec): 3 clusters
  Score: Raw -1985473.917757 + Penalty 4710.969530 = -1980762.948227
  nChanged 638
		SP:Iteration 11Q (4509.910000 sec): 3 clusters
  Score: Raw -1985936.530029 + Penalty 4710.969530 = -1981225.560499
  nChanged 676
		SP:Iteration 12F (4509.960000 sec): 3 clusters
  Score: Raw -1986482.763795 + Penalty 4710.969530 = -1981771.794265
  nChanged 601
		SP:Iteration 13Q (4510.010000 sec): 3 clusters
  Score: Raw -1986983.855314 + Penalty 4710.969530 = -1982272.885784
  nChanged 462
		SP:Iteration 14Q (4510.060000 sec): 3 clusters
  Score: Raw -1987397.584950 + Penalty 4710.969530 = -1982686.615420
  nChanged 291
		SP:Iteration 15Q (4510.100000 sec): 3 clusters
  Score: Raw -1987649.635440 + Penalty 4710.969530 = -1982938.665910
  nChanged 176
		SP:Iteration 16Q (4510.140000 sec): 3 clusters
  Score: Raw -1987803.689215 + Penalty 4710.969530 = -1983092.719685
  nChanged 118
		SP:Iteration 17Q (4510.180000 sec): 3 clusters
  Score: Raw -1987906.056644 + Penalty 4710.969530 = -1983195.087115
  nChanged 75
		SP:Iteration 18Q (4510.220000 sec): 3 clusters
  Score: Raw -1987971.800969 + Penalty 4710.969530 = -1983260.831439
  nChanged 56
		SP:Iteration 19Q (4510.260000 sec): 3 clusters
  Score: Raw -1988021.940244 + Penalty 4710.969530 = -1983310.970714
  nChanged 35
		SP:Iteration 20F (4510.310000 sec): 3 clusters
  Score: Raw -1988059.435864 + Penalty 4710.969530 = -1983348.466334
  nChanged 33
		SP:Iteration 21Q (4510.350000 sec): 3 clusters
  Score: Raw -1988091.111348 + Penalty 4710.969530 = -1983380.141818
  nChanged 20
		SP:Iteration 22Q (4510.390000 sec): 3 clusters
  Score: Raw -1988111.207632 + Penalty 4710.969530 = -1983400.238102
  nChanged 11
		SP:Iteration 23Q (4510.420000 sec): 3 clusters
  Score: Raw -1988120.546764 + Penalty 4710.969530 = -1983409.577234
  nChanged 9
		SP:Iteration 24Q (4510.460000 sec): 3 clusters
  Score: Raw -1988127.610384 + Penalty 4710.969530 = -1983416.640854
  nChanged 9
		SP:Iteration 25Q (4510.500000 sec): 3 clusters
  Score: Raw -1988135.546939 + Penalty 4710.969530 = -1983424.577409
  nChanged 7
		SP:Iteration 26Q (4510.540000 sec): 3 clusters
  Score: Raw -1988142.627573 + Penalty 4710.969530 = -1983431.658043
  nChanged 7
		SP:Iteration 27Q (4510.580000 sec): 3 clusters
  Score: Raw -1988148.085652 + Penalty 4710.969530 = -1983437.116122
  nChanged 3
		SP:Iteration 28Q (4510.610000 sec): 3 clusters
  Score: Raw -1988151.242547 + Penalty 4710.969530 = -1983440.273017
  nChanged 6
		SP:Iteration 29Q (4510.650000 sec): 3 clusters
  Score: Raw -1988157.369879 + Penalty 4710.969530 = -1983446.400349
  nChanged 6
		SP:Iteration 30Q (4510.690000 sec): 3 clusters
  Score: Raw -1988163.990345 + Penalty 4710.969530 = -1983453.020815
  nChanged 5
		SP:Iteration 31Q (4510.720000 sec): 3 clusters
  Score: Raw -1988168.379089 + Penalty 4710.969530 = -1983457.409559
  nChanged 5
		SP:Iteration 32Q (4510.760000 sec): 3 clusters
  Score: Raw -1988173.056232 + Penalty 4710.969530 = -1983462.086702
  nChanged 4
		SP:Iteration 33Q (4510.800000 sec): 3 clusters
  Score: Raw -1988175.162936 + Penalty 4710.969530 = -1983464.193406
  nChanged 1
		SP:Iteration 34Q (4510.840000 sec): 3 clusters
  Score: Raw -1988176.215263 + Penalty 4710.969530 = -1983465.245733
  nChanged 1
		SP:Iteration 35Q (4510.870000 sec): 3 clusters
  Score: Raw -1988176.886167 + Penalty 4710.969530 = -1983465.916637
  nChanged 2
		SP:Iteration 36Q (4510.910000 sec): 3 clusters
  Score: Raw -1988178.046397 + Penalty 4710.969530 = -1983467.076867
  nChanged 1
		SP:Iteration 37Q (4510.940000 sec): 3 clusters
  Score: Raw -1988179.057734 + Penalty 4710.969530 = -1983468.088204
  nChanged 0
		SP:Iteration 38F (4510.990000 sec): 3 clusters
  Score: Raw -1988179.057734 + Penalty 4710.969530 = -1983468.088204
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4511.230000 sec): 2 clusters
  Score: Raw -10134667.084527 + Penalty 2764.214698 = -10131902.869828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4511.500000 sec): 3 clusters
  Score: Raw -10090962.569994 + Penalty 5528.429397 = -10085434.140597
  nChanged 32448
		SP:Iteration 1F (4511.760000 sec): 3 clusters
  Score: Raw -10109324.193396 + Penalty 5528.429397 = -10103795.763999
  nChanged 2748
		SP:Iteration 2Q (4512.040000 sec): 3 clusters
  Score: Raw -10110152.741625 + Penalty 5528.429397 = -10104624.312228
  nChanged 2932
		SP:Iteration 3Q (4512.310000 sec): 3 clusters
  Score: Raw -10111181.079857 + Penalty 5528.429397 = -10105652.650460
  nChanged 3431
		SP:Iteration 4Q (4512.590000 sec): 3 clusters
  Score: Raw -10112727.082472 + Penalty 5528.429397 = -10107198.653075
  nChanged 4373
		SP:Iteration 5F (4512.860000 sec): 3 clusters
  Score: Raw -10115300.738314 + Penalty 5528.429397 = -10109772.308917
  nChanged 5267
		SP:Iteration 6F (4513.120000 sec): 3 clusters
  Score: Raw -10119168.545982 + Penalty 5528.429397 = -10113640.116585
  nChanged 5695
		SP:Iteration 7F (4513.390000 sec): 3 clusters
  Score: Raw -10124129.253058 + Penalty 5528.429397 = -10118600.823661
  nChanged 5072
		SP:Iteration 8F (4513.650000 sec): 3 clusters
  Score: Raw -10128909.051656 + Penalty 5528.429397 = -10123380.622259
  nChanged 3448
		SP:Iteration 9Q (4513.920000 sec): 3 clusters
  Score: Raw -10132218.486967 + Penalty 5528.429397 = -10126690.057570
  nChanged 1713
		SP:Iteration 10Q (4514.170000 sec): 3 clusters
  Score: Raw -10133851.052739 + Penalty 5528.429397 = -10128322.623342
  nChanged 674
		SP:Iteration 11Q (4514.400000 sec): 3 clusters
  Score: Raw -10134521.670844 + Penalty 5528.429397 = -10128993.241447
  nChanged 205
		SP:Iteration 12Q (4514.610000 sec): 3 clusters
  Score: Raw -10134760.300084 + Penalty 5528.429397 = -10129231.870687
  nChanged 78
		SP:Iteration 13Q (4514.800000 sec): 3 clusters
  Score: Raw -10134853.927558 + Penalty 5528.429397 = -10129325.498161
  nChanged 34
		SP:Iteration 14Q (4514.990000 sec): 3 clusters
  Score: Raw -10134893.480930 + Penalty 5528.429397 = -10129365.051533
  nChanged 15
		SP:Iteration 15Q (4515.180000 sec): 3 clusters
  Score: Raw -10134917.154391 + Penalty 5528.429397 = -10129388.724994
  nChanged 6
		SP:Iteration 16Q (4515.370000 sec): 3 clusters
  Score: Raw -10134926.019097 + Penalty 5528.429397 = -10129397.589700
  nChanged 3
		SP:Iteration 17Q (4515.560000 sec): 3 clusters
  Score: Raw -10134928.998549 + Penalty 5528.429397 = -10129400.569152
  nChanged 0
		SP:Iteration 18F (4515.820000 sec): 3 clusters
  Score: Raw -10134928.998549 + Penalty 5528.429397 = -10129400.569152
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4515.870000 sec): 2 clusters
  Score: Raw -399260.942950 + Penalty 1970.146098 = -397290.796853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4515.880000 sec): 3 clusters
  Score: Raw -398107.885620 + Penalty 3940.292196 = -394167.593425
  nChanged 958
		SP:Iteration 1F (4515.890000 sec): 3 clusters
  Score: Raw -398689.485599 + Penalty 3940.292196 = -394749.193403
  nChanged 179
		SP:Iteration 2F (4515.900000 sec): 3 clusters
  Score: Raw -398818.322298 + Penalty 3940.292196 = -394878.030102
  nChanged 102
		SP:Iteration 3Q (4515.910000 sec): 3 clusters
  Score: Raw -398885.250442 + Penalty 3940.292196 = -394944.958246
  nChanged 87
		SP:Iteration 4Q (4515.920000 sec): 3 clusters
  Score: Raw -398944.651199 + Penalty 3940.292196 = -395004.359003
  nChanged 76
		SP:Iteration 5Q (4515.930000 sec): 3 clusters
  Score: Raw -399013.203215 + Penalty 3940.292196 = -395072.911019
  nChanged 60
		SP:Iteration 6Q (4515.940000 sec): 3 clusters
  Score: Raw -399061.414474 + Penalty 3940.292196 = -395121.122278
  nChanged 53
		SP:Iteration 7Q (4515.950000 sec): 3 clusters
  Score: Raw -399099.795109 + Penalty 3940.292196 = -395159.502913
  nChanged 50
		SP:Iteration 8Q (4515.960000 sec): 3 clusters
  Score: Raw -399124.841277 + Penalty 3940.292196 = -395184.549082
  nChanged 29
		SP:Iteration 9Q (4515.970000 sec): 3 clusters
  Score: Raw -399142.723661 + Penalty 3940.292196 = -395202.431466
  nChanged 30
		SP:Iteration 10Q (4515.980000 sec): 3 clusters
  Score: Raw -399161.349600 + Penalty 3940.292196 = -395221.057404
  nChanged 25
		SP:Iteration 11Q (4515.990000 sec): 3 clusters
  Score: Raw -399175.442753 + Penalty 3940.292196 = -395235.150558
  nChanged 22
		SP:Iteration 12Q (4516.000000 sec): 3 clusters
  Score: Raw -399185.146677 + Penalty 3940.292196 = -395244.854482
  nChanged 11
		SP:Iteration 13Q (4516.010000 sec): 3 clusters
  Score: Raw -399189.299163 + Penalty 3940.292196 = -395249.006967
  nChanged 8
		SP:Iteration 14Q (4516.020000 sec): 3 clusters
  Score: Raw -399191.958685 + Penalty 3940.292196 = -395251.666490
  nChanged 3
		SP:Iteration 15Q (4516.030000 sec): 3 clusters
  Score: Raw -399193.267527 + Penalty 3940.292196 = -395252.975331
  nChanged 3
		SP:Iteration 16Q (4516.040000 sec): 3 clusters
  Score: Raw -399194.233029 + Penalty 3940.292196 = -395253.940834
  nChanged 2
		SP:Iteration 17Q (4516.050000 sec): 3 clusters
  Score: Raw -399194.965772 + Penalty 3940.292196 = -395254.673577
  nChanged 3
		SP:Iteration 18Q (4516.060000 sec): 3 clusters
  Score: Raw -399195.429793 + Penalty 3940.292196 = -395255.137598
  nChanged 2
		SP:Iteration 19Q (4516.070000 sec): 3 clusters
  Score: Raw -399196.487189 + Penalty 3940.292196 = -395256.194994
  nChanged 5
		SP:Iteration 20F (4516.080000 sec): 3 clusters
  Score: Raw -399198.785175 + Penalty 3940.292196 = -395258.492979
  nChanged 4
		SP:Iteration 21Q (4516.090000 sec): 3 clusters
  Score: Raw -399200.224530 + Penalty 3940.292196 = -395259.932334
  nChanged 2
		SP:Iteration 22Q (4516.100000 sec): 3 clusters
  Score: Raw -399200.857592 + Penalty 3940.292196 = -395260.565396
  nChanged 1
		SP:Iteration 23Q (4516.120000 sec): 3 clusters
  Score: Raw -399201.181856 + Penalty 3940.292196 = -395260.889661
  nChanged 0
		SP:Iteration 24F (4516.120000 sec): 3 clusters
  Score: Raw -399201.181856 + Penalty 3940.292196 = -395260.889661
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4516.130000 sec): 2 clusters
  Score: Raw -169290.392425 + Penalty 1747.352591 = -167543.039834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4516.140000 sec): 3 clusters
  Score: Raw -168962.277559 + Penalty 3494.705182 = -165467.572377
  nChanged 333
		SP:Iteration 1F (4516.140000 sec): 3 clusters
  Score: Raw -169274.511416 + Penalty 3494.705182 = -165779.806234
  nChanged 68
		SP:Iteration 2F (4516.140000 sec): 3 clusters
  Score: Raw -169350.402985 + Penalty 3494.705182 = -165855.697802
  nChanged 35
		SP:Iteration 3Q (4516.150000 sec): 3 clusters
  Score: Raw -169401.691568 + Penalty 3494.705182 = -165906.986386
  nChanged 27
		SP:Iteration 4Q (4516.150000 sec): 3 clusters
  Score: Raw -169434.697753 + Penalty 3494.705182 = -165939.992571
  nChanged 15
		SP:Iteration 5Q (4516.160000 sec): 3 clusters
  Score: Raw -169453.257785 + Penalty 3494.705182 = -165958.552603
  nChanged 12
		SP:Iteration 6Q (4516.160000 sec): 3 clusters
  Score: Raw -169466.116174 + Penalty 3494.705182 = -165971.410992
  nChanged 11
		SP:Iteration 7Q (4516.160000 sec): 3 clusters
  Score: Raw -169477.278148 + Penalty 3494.705182 = -165982.572966
  nChanged 6
		SP:Iteration 8Q (4516.170000 sec): 3 clusters
  Score: Raw -169483.301837 + Penalty 3494.705182 = -165988.596655
  nChanged 3
		SP:Iteration 9Q (4516.170000 sec): 3 clusters
  Score: Raw -169485.437468 + Penalty 3494.705182 = -165990.732286
  nChanged 1
		SP:Iteration 10Q (4516.180000 sec): 3 clusters
  Score: Raw -169485.861716 + Penalty 3494.705182 = -165991.156534
  nChanged 1
		SP:Iteration 11Q (4516.180000 sec): 3 clusters
  Score: Raw -169486.347307 + Penalty 3494.705182 = -165991.642125
  nChanged 1
		SP:Iteration 12Q (4516.180000 sec): 3 clusters
  Score: Raw -169487.592295 + Penalty 3494.705182 = -165992.887113
  nChanged 1
		SP:Iteration 13Q (4516.190000 sec): 3 clusters
  Score: Raw -169488.324907 + Penalty 3494.705182 = -165993.619724
  nChanged 1
		SP:Iteration 14Q (4516.190000 sec): 3 clusters
  Score: Raw -169488.752879 + Penalty 3494.705182 = -165994.047697
  nChanged 0
		SP:Iteration 15F (4516.200000 sec): 3 clusters
  Score: Raw -169488.752879 + Penalty 3494.705182 = -165994.047697
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4516.200000 sec): 2 clusters
  Score: Raw -262709.167841 + Penalty 1870.205809 = -260838.962032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4516.210000 sec): 3 clusters
  Score: Raw -262251.210727 + Penalty 3740.411618 = -258510.799110
  nChanged 619
		SP:Iteration 1F (4516.220000 sec): 3 clusters
  Score: Raw -263162.517191 + Penalty 3740.411618 = -259422.105574
  nChanged 259
		SP:Iteration 2F (4516.220000 sec): 3 clusters
  Score: Raw -263721.415909 + Penalty 3740.411618 = -259981.004291
  nChanged 189
		SP:Iteration 3F (4516.230000 sec): 3 clusters
  Score: Raw -264042.867809 + Penalty 3740.411618 = -260302.456191
  nChanged 108
		SP:Iteration 4F (4516.240000 sec): 3 clusters
  Score: Raw -264228.807197 + Penalty 3740.411618 = -260488.395579
  nChanged 64
		SP:Iteration 5Q (4516.240000 sec): 3 clusters
  Score: Raw -264332.331203 + Penalty 3740.411618 = -260591.919585
  nChanged 38
		SP:Iteration 6Q (4516.250000 sec): 3 clusters
  Score: Raw -264392.618658 + Penalty 3740.411618 = -260652.207041
  nChanged 13
		SP:Iteration 7Q (4516.260000 sec): 3 clusters
  Score: Raw -264412.583402 + Penalty 3740.411618 = -260672.171784
  nChanged 14
		SP:Iteration 8Q (4516.260000 sec): 3 clusters
  Score: Raw -264436.119709 + Penalty 3740.411618 = -260695.708091
  nChanged 7
		SP:Iteration 9Q (4516.270000 sec): 3 clusters
  Score: Raw -264444.302805 + Penalty 3740.411618 = -260703.891187
  nChanged 6
		SP:Iteration 10Q (4516.270000 sec): 3 clusters
  Score: Raw -264448.373853 + Penalty 3740.411618 = -260707.962235
  nChanged 4
		SP:Iteration 11Q (4516.280000 sec): 3 clusters
  Score: Raw -264452.767153 + Penalty 3740.411618 = -260712.355535
  nChanged 2
		SP:Iteration 12Q (4516.280000 sec): 3 clusters
  Score: Raw -264454.422847 + Penalty 3740.411618 = -260714.011229
  nChanged 1
		SP:Iteration 13Q (4516.290000 sec): 3 clusters
  Score: Raw -264456.485695 + Penalty 3740.411618 = -260716.074077
  nChanged 4
		SP:Iteration 14Q (4516.300000 sec): 3 clusters
  Score: Raw -264462.668898 + Penalty 3740.411618 = -260722.257280
  nChanged 4
		SP:Iteration 15Q (4516.300000 sec): 3 clusters
  Score: Raw -264466.852509 + Penalty 3740.411618 = -260726.440891
  nChanged 0
		SP:Iteration 16F (4516.310000 sec): 3 clusters
  Score: Raw -264466.852509 + Penalty 3740.411618 = -260726.440891
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (14119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4516.360000 sec): 2 clusters
  Score: Raw -2152044.699551 + Penalty 2369.708618 = -2149674.990933
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4516.410000 sec): 3 clusters
  Score: Raw -2144059.649413 + Penalty 4739.417237 = -2139320.232176
  nChanged 6052
		SP:Iteration 1F (4516.460000 sec): 3 clusters
  Score: Raw -2147143.773670 + Penalty 4739.417237 = -2142404.356434
  nChanged 738
		SP:Iteration 2F (4516.520000 sec): 3 clusters
  Score: Raw -2147421.041297 + Penalty 4739.417237 = -2142681.624060
  nChanged 632
		SP:Iteration 3Q (4516.570000 sec): 3 clusters
  Score: Raw -2147640.141404 + Penalty 4739.417237 = -2142900.724167
  nChanged 553
		SP:Iteration 4Q (4516.620000 sec): 3 clusters
  Score: Raw -2147819.651867 + Penalty 4739.417237 = -2143080.234630
  nChanged 501
		SP:Iteration 5Q (4516.670000 sec): 3 clusters
  Score: Raw -2147985.674952 + Penalty 4739.417237 = -2143246.257716
  nChanged 454
		SP:Iteration 6Q (4516.720000 sec): 3 clusters
  Score: Raw -2148142.345449 + Penalty 4739.417237 = -2143402.928213
  nChanged 432
		SP:Iteration 7Q (4516.780000 sec): 3 clusters
  Score: Raw -2148295.321772 + Penalty 4739.417237 = -2143555.904535
  nChanged 434
		SP:Iteration 8Q (4516.830000 sec): 3 clusters
  Score: Raw -2148455.341447 + Penalty 4739.417237 = -2143715.924210
  nChanged 427
		SP:Iteration 9Q (4516.880000 sec): 3 clusters
  Score: Raw -2148638.284381 + Penalty 4739.417237 = -2143898.867144
  nChanged 513
		SP:Iteration 10Q (4516.930000 sec): 3 clusters
  Score: Raw -2148883.179293 + Penalty 4739.417237 = -2144143.762056
  nChanged 597
		SP:Iteration 11Q (4516.980000 sec): 3 clusters
  Score: Raw -2149221.391557 + Penalty 4739.417237 = -2144481.974320
  nChanged 661
		SP:Iteration 12Q (4517.040000 sec): 3 clusters
  Score: Raw -2149662.786635 + Penalty 4739.417237 = -2144923.369398
  nChanged 731
		SP:Iteration 13F (4517.090000 sec): 3 clusters
  Score: Raw -2150237.570133 + Penalty 4739.417237 = -2145498.152896
  nChanged 715
		SP:Iteration 14F (4517.140000 sec): 3 clusters
  Score: Raw -2150856.239905 + Penalty 4739.417237 = -2146116.822669
  nChanged 601
		SP:Iteration 15Q (4517.190000 sec): 3 clusters
  Score: Raw -2151393.609716 + Penalty 4739.417237 = -2146654.192479
  nChanged 469
		SP:Iteration 16Q (4517.240000 sec): 3 clusters
  Score: Raw -2151801.922994 + Penalty 4739.417237 = -2147062.505757
  nChanged 326
		SP:Iteration 17Q (4517.290000 sec): 3 clusters
  Score: Raw -2152053.100525 + Penalty 4739.417237 = -2147313.683288
  nChanged 209
		SP:Iteration 18Q (4517.330000 sec): 3 clusters
  Score: Raw -2152220.186716 + Penalty 4739.417237 = -2147480.769480
  nChanged 131
		SP:Iteration 19Q (4517.380000 sec): 3 clusters
  Score: Raw -2152311.061250 + Penalty 4739.417237 = -2147571.644014
  nChanged 81
		SP:Iteration 20F (4517.430000 sec): 3 clusters
  Score: Raw -2152373.856914 + Penalty 4739.417237 = -2147634.439677
  nChanged 54
		SP:Iteration 21Q (4517.470000 sec): 3 clusters
  Score: Raw -2152412.172615 + Penalty 4739.417237 = -2147672.755378
  nChanged 29
		SP:Iteration 22Q (4517.520000 sec): 3 clusters
  Score: Raw -2152432.124557 + Penalty 4739.417237 = -2147692.707320
  nChanged 30
		SP:Iteration 23Q (4517.560000 sec): 3 clusters
  Score: Raw -2152452.672722 + Penalty 4739.417237 = -2147713.255485
  nChanged 18
		SP:Iteration 24Q (4517.600000 sec): 3 clusters
  Score: Raw -2152466.179837 + Penalty 4739.417237 = -2147726.762600
  nChanged 15
		SP:Iteration 25Q (4517.640000 sec): 3 clusters
  Score: Raw -2152476.132340 + Penalty 4739.417237 = -2147736.715104
  nChanged 16
		SP:Iteration 26Q (4517.680000 sec): 3 clusters
  Score: Raw -2152488.903870 + Penalty 4739.417237 = -2147749.486633
  nChanged 13
		SP:Iteration 27Q (4517.720000 sec): 3 clusters
  Score: Raw -2152496.475543 + Penalty 4739.417237 = -2147757.058306
  nChanged 12
		SP:Iteration 28Q (4517.760000 sec): 3 clusters
  Score: Raw -2152503.325612 + Penalty 4739.417237 = -2147763.908375
  nChanged 6
		SP:Iteration 29Q (4517.800000 sec): 3 clusters
  Score: Raw -2152506.906843 + Penalty 4739.417237 = -2147767.489607
  nChanged 6
		SP:Iteration 30Q (4517.840000 sec): 3 clusters
  Score: Raw -2152511.633418 + Penalty 4739.417237 = -2147772.216182
  nChanged 3
		SP:Iteration 31Q (4517.880000 sec): 3 clusters
  Score: Raw -2152513.525135 + Penalty 4739.417237 = -2147774.107899
  nChanged 1
		SP:Iteration 32Q (4517.920000 sec): 3 clusters
  Score: Raw -2152513.799544 + Penalty 4739.417237 = -2147774.382307
  nChanged 0
		SP:Iteration 33F (4517.970000 sec): 3 clusters
  Score: Raw -2152513.799544 + Penalty 4739.417237 = -2147774.382307
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4518.020000 sec): 2 clusters
  Score: Raw -1978234.382382 + Penalty 2368.670113 = -1975865.712269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4518.070000 sec): 3 clusters
  Score: Raw -1970379.798640 + Penalty 4737.340226 = -1965642.458414
  nChanged 6006
		SP:Iteration 1F (4518.120000 sec): 3 clusters
  Score: Raw -1973560.098660 + Penalty 4737.340226 = -1968822.758434
  nChanged 900
		SP:Iteration 2F (4518.180000 sec): 3 clusters
  Score: Raw -1973992.043187 + Penalty 4737.340226 = -1969254.702961
  nChanged 746
		SP:Iteration 3F (4518.230000 sec): 3 clusters
  Score: Raw -1974306.082431 + Penalty 4737.340226 = -1969568.742205
  nChanged 656
		SP:Iteration 4Q (4518.280000 sec): 3 clusters
  Score: Raw -1974615.696689 + Penalty 4737.340226 = -1969878.356463
  nChanged 670
		SP:Iteration 5Q (4518.330000 sec): 3 clusters
  Score: Raw -1974990.974845 + Penalty 4737.340226 = -1970253.634619
  nChanged 701
		SP:Iteration 6Q (4518.380000 sec): 3 clusters
  Score: Raw -1975429.593822 + Penalty 4737.340226 = -1970692.253596
  nChanged 735
		SP:Iteration 7F (4518.440000 sec): 3 clusters
  Score: Raw -1975933.439908 + Penalty 4737.340226 = -1971196.099682
  nChanged 722
		SP:Iteration 8F (4518.490000 sec): 3 clusters
  Score: Raw -1976434.143002 + Penalty 4737.340226 = -1971696.802776
  nChanged 643
		SP:Iteration 9Q (4518.540000 sec): 3 clusters
  Score: Raw -1976869.219056 + Penalty 4737.340226 = -1972131.878830
  nChanged 552
		SP:Iteration 10Q (4518.590000 sec): 3 clusters
  Score: Raw -1977236.061655 + Penalty 4737.340226 = -1972498.721429
  nChanged 468
		SP:Iteration 11Q (4518.650000 sec): 3 clusters
  Score: Raw -1977516.195754 + Penalty 4737.340226 = -1972778.855528
  nChanged 390
		SP:Iteration 12Q (4518.690000 sec): 3 clusters
  Score: Raw -1977795.185855 + Penalty 4737.340226 = -1973057.845629
  nChanged 346
		SP:Iteration 13Q (4518.750000 sec): 3 clusters
  Score: Raw -1978027.938274 + Penalty 4737.340226 = -1973290.598048
  nChanged 286
		SP:Iteration 14Q (4518.790000 sec): 3 clusters
  Score: Raw -1978205.728762 + Penalty 4737.340226 = -1973468.388536
  nChanged 224
		SP:Iteration 15Q (4518.840000 sec): 3 clusters
  Score: Raw -1978318.525213 + Penalty 4737.340226 = -1973581.184987
  nChanged 147
		SP:Iteration 16Q (4518.890000 sec): 3 clusters
  Score: Raw -1978389.942041 + Penalty 4737.340226 = -1973652.601815
  nChanged 135
		SP:Iteration 17Q (4518.930000 sec): 3 clusters
  Score: Raw -1978449.611849 + Penalty 4737.340226 = -1973712.271623
  nChanged 127
		SP:Iteration 18Q (4518.980000 sec): 3 clusters
  Score: Raw -1978501.824597 + Penalty 4737.340226 = -1973764.484371
  nChanged 87
		SP:Iteration 19Q (4519.030000 sec): 3 clusters
  Score: Raw -1978533.687437 + Penalty 4737.340226 = -1973796.347211
  nChanged 69
		SP:Iteration 20F (4519.080000 sec): 3 clusters
  Score: Raw -1978555.275417 + Penalty 4737.340226 = -1973817.935191
  nChanged 57
		SP:Iteration 21Q (4519.130000 sec): 3 clusters
  Score: Raw -1978574.048599 + Penalty 4737.340226 = -1973836.708372
  nChanged 60
		SP:Iteration 22Q (4519.170000 sec): 3 clusters
  Score: Raw -1978595.229343 + Penalty 4737.340226 = -1973857.889117
  nChanged 57
		SP:Iteration 23Q (4519.210000 sec): 3 clusters
  Score: Raw -1978612.942372 + Penalty 4737.340226 = -1973875.602146
  nChanged 47
		SP:Iteration 24Q (4519.260000 sec): 3 clusters
  Score: Raw -1978623.774842 + Penalty 4737.340226 = -1973886.434616
  nChanged 29
		SP:Iteration 25Q (4519.310000 sec): 3 clusters
  Score: Raw -1978629.758920 + Penalty 4737.340226 = -1973892.418694
  nChanged 24
		SP:Iteration 26Q (4519.350000 sec): 3 clusters
  Score: Raw -1978633.616064 + Penalty 4737.340226 = -1973896.275838
  nChanged 11
		SP:Iteration 27Q (4519.400000 sec): 3 clusters
  Score: Raw -1978635.193531 + Penalty 4737.340226 = -1973897.853305
  nChanged 8
		SP:Iteration 28Q (4519.440000 sec): 3 clusters
  Score: Raw -1978636.541156 + Penalty 4737.340226 = -1973899.200930
  nChanged 8
		SP:Iteration 29Q (4519.490000 sec): 3 clusters
  Score: Raw -1978638.090653 + Penalty 4737.340226 = -1973900.750427
  nChanged 7
		SP:Iteration 30Q (4519.530000 sec): 3 clusters
  Score: Raw -1978639.141174 + Penalty 4737.340226 = -1973901.800948
  nChanged 7
		SP:Iteration 31Q (4519.570000 sec): 3 clusters
  Score: Raw -1978640.253763 + Penalty 4737.340226 = -1973902.913537
  nChanged 4
		SP:Iteration 32Q (4519.620000 sec): 3 clusters
  Score: Raw -1978640.844539 + Penalty 4737.340226 = -1973903.504313
  nChanged 7
		SP:Iteration 33Q (4519.670000 sec): 3 clusters
  Score: Raw -1978642.003350 + Penalty 4737.340226 = -1973904.663124
  nChanged 7
		SP:Iteration 34Q (4519.710000 sec): 3 clusters
  Score: Raw -1978642.761617 + Penalty 4737.340226 = -1973905.421391
  nChanged 4
		SP:Iteration 35Q (4519.750000 sec): 3 clusters
  Score: Raw -1978643.624584 + Penalty 4737.340226 = -1973906.284358
  nChanged 4
		SP:Iteration 36Q (4519.800000 sec): 3 clusters
  Score: Raw -1978644.136253 + Penalty 4737.340226 = -1973906.796027
  nChanged 1
		SP:Iteration 37Q (4519.840000 sec): 3 clusters
  Score: Raw -1978644.331200 + Penalty 4737.340226 = -1973906.990974
  nChanged 1
		SP:Iteration 38Q (4519.890000 sec): 3 clusters
  Score: Raw -1978644.582635 + Penalty 4737.340226 = -1973907.242409
  nChanged 1
		SP:Iteration 39Q (4519.930000 sec): 3 clusters
  Score: Raw -1978644.732239 + Penalty 4737.340226 = -1973907.392013
  nChanged 2
		SP:Iteration 40F (4519.980000 sec): 3 clusters
  Score: Raw -1978644.980450 + Penalty 4737.340226 = -1973907.640224
  nChanged 1
		SP:Iteration 41Q (4520.030000 sec): 3 clusters
  Score: Raw -1978645.108797 + Penalty 4737.340226 = -1973907.768571
  nChanged 1
		SP:Iteration 42Q (4520.070000 sec): 3 clusters
  Score: Raw -1978645.306317 + Penalty 4737.340226 = -1973907.966091
  nChanged 1
		SP:Iteration 43Q (4520.110000 sec): 3 clusters
  Score: Raw -1978645.673516 + Penalty 4737.340226 = -1973908.333290
  nChanged 1
		SP:Iteration 44Q (4520.160000 sec): 3 clusters
  Score: Raw -1978645.956102 + Penalty 4737.340226 = -1973908.615876
  nChanged 1
		SP:Iteration 45Q (4520.200000 sec): 3 clusters
  Score: Raw -1978646.033137 + Penalty 4737.340226 = -1973908.692911
  nChanged 0
		SP:Iteration 46F (4520.250000 sec): 3 clusters
  Score: Raw -1978646.033137 + Penalty 4737.340226 = -1973908.692911
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4520.270000 sec): 2 clusters
  Score: Raw -102555.736499 + Penalty 1634.735086 = -100921.001414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4520.270000 sec): 3 clusters
  Score: Raw -102510.690480 + Penalty 3269.470171 = -99241.220309
  nChanged 182
		SP:Iteration 1F (4520.270000 sec): 3 clusters
  Score: Raw -102745.549109 + Penalty 3269.470171 = -99476.078938
  nChanged 37
		SP:Iteration 2F (4520.270000 sec): 3 clusters
  Score: Raw -102804.596006 + Penalty 3269.470171 = -99535.125835
  nChanged 27
		SP:Iteration 3Q (4520.270000 sec): 3 clusters
  Score: Raw -102873.991840 + Penalty 3269.470171 = -99604.521669
  nChanged 33
		SP:Iteration 4Q (4520.280000 sec): 3 clusters
  Score: Raw -102969.110065 + Penalty 3269.470171 = -99699.639894
  nChanged 34
		SP:Iteration 5Q (4520.280000 sec): 3 clusters
  Score: Raw -103135.737570 + Penalty 3269.470171 = -99866.267399
  nChanged 51
		SP:Iteration 6F (4520.280000 sec): 3 clusters
  Score: Raw -103465.390449 + Penalty 3269.470171 = -100195.920278
  nChanged 75
		SP:Iteration 7F (4520.290000 sec): 3 clusters
  Score: Raw -103810.503349 + Penalty 3269.470171 = -100541.033178
  nChanged 55
		SP:Iteration 8F (4520.290000 sec): 3 clusters
  Score: Raw -104108.283932 + Penalty 3269.470171 = -100838.813761
  nChanged 30
		SP:Iteration 9Q (4520.290000 sec): 3 clusters
  Score: Raw -104329.905004 + Penalty 3269.470171 = -101060.434833
  nChanged 24
		SP:Iteration 10Q (4520.290000 sec): 3 clusters
  Score: Raw -104524.565695 + Penalty 3269.470171 = -101255.095524
  nChanged 18
		SP:Iteration 11Q (4520.290000 sec): 3 clusters
  Score: Raw -104645.132712 + Penalty 3269.470171 = -101375.662541
  nChanged 16
		SP:Iteration 12Q (4520.300000 sec): 3 clusters
  Score: Raw -104753.504933 + Penalty 3269.470171 = -101484.034762
  nChanged 15
		SP:Iteration 13Q (4520.300000 sec): 3 clusters
  Score: Raw -104815.737452 + Penalty 3269.470171 = -101546.267281
  nChanged 6
		SP:Iteration 14Q (4520.300000 sec): 3 clusters
  Score: Raw -104840.311483 + Penalty 3269.470171 = -101570.841312
  nChanged 6
		SP:Iteration 15Q (4520.300000 sec): 3 clusters
  Score: Raw -104857.591020 + Penalty 3269.470171 = -101588.120849
  nChanged 9
		SP:Iteration 16Q (4520.310000 sec): 3 clusters
  Score: Raw -104890.370829 + Penalty 3269.470171 = -101620.900658
  nChanged 12
		SP:Iteration 17Q (4520.310000 sec): 3 clusters
  Score: Raw -104958.076054 + Penalty 3269.470171 = -101688.605883
  nChanged 13
		SP:Iteration 18Q (4520.310000 sec): 3 clusters
  Score: Raw -105080.117402 + Penalty 3269.470171 = -101810.647231
  nChanged 8
		SP:Iteration 19Q (4520.310000 sec): 3 clusters
  Score: Raw -105155.659056 + Penalty 3269.470171 = -101886.188885
  nChanged 1
		SP:Iteration 20F (4520.310000 sec): 3 clusters
  Score: Raw -105158.232775 + Penalty 3269.470171 = -101888.762604
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 29.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4520.330000 sec): 2 clusters
  Score: Raw -307094.127338 + Penalty 1905.712369 = -305188.414969
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4520.330000 sec): 3 clusters
  Score: Raw -306263.501709 + Penalty 3811.424738 = -302452.076971
  nChanged 731
		SP:Iteration 1F (4520.340000 sec): 3 clusters
  Score: Raw -306707.235967 + Penalty 3811.424738 = -302895.811229
  nChanged 136
		SP:Iteration 2F (4520.350000 sec): 3 clusters
  Score: Raw -306813.253939 + Penalty 3811.424738 = -303001.829201
  nChanged 80
		SP:Iteration 3Q (4520.360000 sec): 3 clusters
  Score: Raw -306867.635852 + Penalty 3811.424738 = -303056.211114
  nChanged 52
		SP:Iteration 4Q (4520.360000 sec): 3 clusters
  Score: Raw -306904.933537 + Penalty 3811.424738 = -303093.508800
  nChanged 43
		SP:Iteration 5Q (4520.370000 sec): 3 clusters
  Score: Raw -306928.989576 + Penalty 3811.424738 = -303117.564839
  nChanged 30
		SP:Iteration 6Q (4520.380000 sec): 3 clusters
  Score: Raw -306948.888980 + Penalty 3811.424738 = -303137.464243
  nChanged 27
		SP:Iteration 7Q (4520.390000 sec): 3 clusters
  Score: Raw -306965.911497 + Penalty 3811.424738 = -303154.486759
  nChanged 15
		SP:Iteration 8Q (4520.390000 sec): 3 clusters
  Score: Raw -306976.071022 + Penalty 3811.424738 = -303164.646285
  nChanged 18
		SP:Iteration 9Q (4520.400000 sec): 3 clusters
  Score: Raw -306985.322028 + Penalty 3811.424738 = -303173.897291
  nChanged 16
		SP:Iteration 10Q (4520.410000 sec): 3 clusters
  Score: Raw -306990.481500 + Penalty 3811.424738 = -303179.056763
  nChanged 3
		SP:Iteration 11Q (4520.420000 sec): 3 clusters
  Score: Raw -306993.650433 + Penalty 3811.424738 = -303182.225695
  nChanged 10
		SP:Iteration 12Q (4520.430000 sec): 3 clusters
  Score: Raw -307001.203310 + Penalty 3811.424738 = -303189.778572
  nChanged 11
		SP:Iteration 13Q (4520.430000 sec): 3 clusters
  Score: Raw -307007.858800 + Penalty 3811.424738 = -303196.434062
  nChanged 4
		SP:Iteration 14Q (4520.440000 sec): 3 clusters
  Score: Raw -307010.935434 + Penalty 3811.424738 = -303199.510697
  nChanged 5
		SP:Iteration 15Q (4520.450000 sec): 3 clusters
  Score: Raw -307014.573079 + Penalty 3811.424738 = -303203.148342
  nChanged 7
		SP:Iteration 16Q (4520.460000 sec): 3 clusters
  Score: Raw -307019.013318 + Penalty 3811.424738 = -303207.588580
  nChanged 10
		SP:Iteration 17Q (4520.470000 sec): 3 clusters
  Score: Raw -307023.003701 + Penalty 3811.424738 = -303211.578963
  nChanged 10
		SP:Iteration 18Q (4520.470000 sec): 3 clusters
  Score: Raw -307027.059619 + Penalty 3811.424738 = -303215.634881
  nChanged 6
		SP:Iteration 19Q (4520.480000 sec): 3 clusters
  Score: Raw -307029.322475 + Penalty 3811.424738 = -303217.897737
  nChanged 2
		SP:Iteration 20F (4520.490000 sec): 3 clusters
  Score: Raw -307030.057315 + Penalty 3811.424738 = -303218.632577
  nChanged 4
		SP:Iteration 21Q (4520.500000 sec): 3 clusters
  Score: Raw -307031.422658 + Penalty 3811.424738 = -303219.997921
  nChanged 5
		SP:Iteration 22Q (4520.510000 sec): 3 clusters
  Score: Raw -307033.776568 + Penalty 3811.424738 = -303222.351830
  nChanged 5
		SP:Iteration 23Q (4520.510000 sec): 3 clusters
  Score: Raw -307036.568673 + Penalty 3811.424738 = -303225.143936
  nChanged 3
		SP:Iteration 24Q (4520.520000 sec): 3 clusters
  Score: Raw -307039.292130 + Penalty 3811.424738 = -303227.867392
  nChanged 2
		SP:Iteration 25Q (4520.530000 sec): 3 clusters
  Score: Raw -307040.704890 + Penalty 3811.424738 = -303229.280153
  nChanged 4
		SP:Iteration 26Q (4520.540000 sec): 3 clusters
  Score: Raw -307042.399836 + Penalty 3811.424738 = -303230.975098
  nChanged 2
		SP:Iteration 27Q (4520.550000 sec): 3 clusters
  Score: Raw -307043.693658 + Penalty 3811.424738 = -303232.268920
  nChanged 3
		SP:Iteration 28Q (4520.550000 sec): 3 clusters
  Score: Raw -307044.922171 + Penalty 3811.424738 = -303233.497434
  nChanged 4
		SP:Iteration 29Q (4520.560000 sec): 3 clusters
  Score: Raw -307046.027931 + Penalty 3811.424738 = -303234.603193
  nChanged 0
		SP:Iteration 30F (4520.570000 sec): 3 clusters
  Score: Raw -307046.027931 + Penalty 3811.424738 = -303234.603193
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (32461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4520.690000 sec): 2 clusters
  Score: Raw -4740977.582619 + Penalty 2576.173073 = -4738401.409546
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4520.810000 sec): 3 clusters
  Score: Raw -4721329.513175 + Penalty 5152.346145 = -4716177.167029
  nChanged 14696
		SP:Iteration 1F (4520.930000 sec): 3 clusters
  Score: Raw -4729618.396896 + Penalty 5152.346145 = -4724466.050751
  nChanged 1708
		SP:Iteration 2F (4521.060000 sec): 3 clusters
  Score: Raw -4730384.058583 + Penalty 5152.346145 = -4725231.712437
  nChanged 1808
		SP:Iteration 3F (4521.180000 sec): 3 clusters
  Score: Raw -4731331.665986 + Penalty 5152.346145 = -4726179.319841
  nChanged 1992
		SP:Iteration 4F (4521.310000 sec): 3 clusters
  Score: Raw -4732592.783602 + Penalty 5152.346145 = -4727440.437456
  nChanged 2242
		SP:Iteration 5F (4521.430000 sec): 3 clusters
  Score: Raw -4734145.219330 + Penalty 5152.346145 = -4728992.873185
  nChanged 2228
		SP:Iteration 6F (4521.550000 sec): 3 clusters
  Score: Raw -4735655.667974 + Penalty 5152.346145 = -4730503.321829
  nChanged 1965
		SP:Iteration 7F (4521.670000 sec): 3 clusters
  Score: Raw -4736946.614607 + Penalty 5152.346145 = -4731794.268461
  nChanged 1519
		SP:Iteration 8Q (4521.800000 sec): 3 clusters
  Score: Raw -4737913.092760 + Penalty 5152.346145 = -4732760.746615
  nChanged 1192
		SP:Iteration 9Q (4521.930000 sec): 3 clusters
  Score: Raw -4738652.524938 + Penalty 5152.346145 = -4733500.178792
  nChanged 918
		SP:Iteration 10Q (4522.050000 sec): 3 clusters
  Score: Raw -4739353.822562 + Penalty 5152.346145 = -4734201.476417
  nChanged 849
		SP:Iteration 11Q (4522.170000 sec): 3 clusters
  Score: Raw -4740283.209832 + Penalty 5152.346145 = -4735130.863687
  nChanged 648
		SP:Iteration 12Q (4522.290000 sec): 3 clusters
  Score: Raw -4741254.563626 + Penalty 5152.346145 = -4736102.217481
  nChanged 363
		SP:Iteration 13Q (4522.400000 sec): 3 clusters
  Score: Raw -4741640.356458 + Penalty 5152.346145 = -4736488.010313
  nChanged 237
		SP:Iteration 14Q (4522.510000 sec): 3 clusters
  Score: Raw -4741768.957837 + Penalty 5152.346145 = -4736616.611692
  nChanged 178
		SP:Iteration 15Q (4522.610000 sec): 3 clusters
  Score: Raw -4741835.270224 + Penalty 5152.346145 = -4736682.924079
  nChanged 138
		SP:Iteration 16Q (4522.710000 sec): 3 clusters
  Score: Raw -4741878.899939 + Penalty 5152.346145 = -4736726.553794
  nChanged 110
		SP:Iteration 17Q (4522.810000 sec): 3 clusters
  Score: Raw -4741908.887919 + Penalty 5152.346145 = -4736756.541774
  nChanged 85
		SP:Iteration 18Q (4522.910000 sec): 3 clusters
  Score: Raw -4741931.503044 + Penalty 5152.346145 = -4736779.156899
  nChanged 60
		SP:Iteration 19Q (4523.010000 sec): 3 clusters
  Score: Raw -4741944.671273 + Penalty 5152.346145 = -4736792.325128
  nChanged 44
		SP:Iteration 20F (4523.130000 sec): 3 clusters
  Score: Raw -4741953.920270 + Penalty 5152.346145 = -4736801.574125
  nChanged 41
		SP:Iteration 21Q (4523.220000 sec): 3 clusters
  Score: Raw -4741961.620917 + Penalty 5152.346145 = -4736809.274771
  nChanged 26
		SP:Iteration 22Q (4523.320000 sec): 3 clusters
  Score: Raw -4741965.673593 + Penalty 5152.346145 = -4736813.327447
  nChanged 23
		SP:Iteration 23Q (4523.410000 sec): 3 clusters
  Score: Raw -4741969.773572 + Penalty 5152.346145 = -4736817.427426
  nChanged 18
		SP:Iteration 24Q (4523.510000 sec): 3 clusters
  Score: Raw -4741972.468437 + Penalty 5152.346145 = -4736820.122291
  nChanged 19
		SP:Iteration 25Q (4523.610000 sec): 3 clusters
  Score: Raw -4741976.953456 + Penalty 5152.346145 = -4736824.607311
  nChanged 25
		SP:Iteration 26Q (4523.700000 sec): 3 clusters
  Score: Raw -4741980.428510 + Penalty 5152.346145 = -4736828.082364
  nChanged 13
		SP:Iteration 27Q (4523.800000 sec): 3 clusters
  Score: Raw -4741982.232275 + Penalty 5152.346145 = -4736829.886130
  nChanged 9
		SP:Iteration 28Q (4523.890000 sec): 3 clusters
  Score: Raw -4741983.305336 + Penalty 5152.346145 = -4736830.959191
  nChanged 8
		SP:Iteration 29Q (4523.990000 sec): 3 clusters
  Score: Raw -4741984.355176 + Penalty 5152.346145 = -4736832.009031
  nChanged 10
		SP:Iteration 30Q (4524.080000 sec): 3 clusters
  Score: Raw -4741985.685174 + Penalty 5152.346145 = -4736833.339029
  nChanged 8
		SP:Iteration 31Q (4524.170000 sec): 3 clusters
  Score: Raw -4741986.598901 + Penalty 5152.346145 = -4736834.252756
  nChanged 6
		SP:Iteration 32Q (4524.270000 sec): 3 clusters
  Score: Raw -4741987.217297 + Penalty 5152.346145 = -4736834.871152
  nChanged 7
		SP:Iteration 33Q (4524.370000 sec): 3 clusters
  Score: Raw -4741988.023827 + Penalty 5152.346145 = -4736835.677681
  nChanged 8
		SP:Iteration 34Q (4524.470000 sec): 3 clusters
  Score: Raw -4741989.423066 + Penalty 5152.346145 = -4736837.076920
  nChanged 8
		SP:Iteration 35Q (4524.560000 sec): 3 clusters
  Score: Raw -4741990.693290 + Penalty 5152.346145 = -4736838.347144
  nChanged 8
		SP:Iteration 36Q (4524.650000 sec): 3 clusters
  Score: Raw -4741992.054945 + Penalty 5152.346145 = -4736839.708800
  nChanged 8
		SP:Iteration 37Q (4524.750000 sec): 3 clusters
  Score: Raw -4741993.092523 + Penalty 5152.346145 = -4736840.746378
  nChanged 8
		SP:Iteration 38Q (4524.840000 sec): 3 clusters
  Score: Raw -4741994.024424 + Penalty 5152.346145 = -4736841.678279
  nChanged 4
		SP:Iteration 39Q (4524.940000 sec): 3 clusters
  Score: Raw -4741994.550950 + Penalty 5152.346145 = -4736842.204805
  nChanged 6
		SP:Iteration 40F (4525.060000 sec): 3 clusters
  Score: Raw -4741995.420840 + Penalty 5152.346145 = -4736843.074694
  nChanged 6
		SP:Iteration 41Q (4525.150000 sec): 3 clusters
  Score: Raw -4741996.449966 + Penalty 5152.346145 = -4736844.103821
  nChanged 7
		SP:Iteration 42Q (4525.250000 sec): 3 clusters
  Score: Raw -4741997.698590 + Penalty 5152.346145 = -4736845.352445
  nChanged 5
		SP:Iteration 43Q (4525.340000 sec): 3 clusters
  Score: Raw -4741998.497689 + Penalty 5152.346145 = -4736846.151544
  nChanged 6
		SP:Iteration 44Q (4525.440000 sec): 3 clusters
  Score: Raw -4741999.314213 + Penalty 5152.346145 = -4736846.968068
  nChanged 4
		SP:Iteration 45Q (4525.530000 sec): 3 clusters
  Score: Raw -4741999.795321 + Penalty 5152.346145 = -4736847.449175
  nChanged 1
		SP:Iteration 46Q (4525.630000 sec): 3 clusters
  Score: Raw -4742000.027017 + Penalty 5152.346145 = -4736847.680872
  nChanged 1
		SP:Iteration 47Q (4525.730000 sec): 3 clusters
  Score: Raw -4742000.302813 + Penalty 5152.346145 = -4736847.956668
  nChanged 2
		SP:Iteration 48Q (4525.820000 sec): 3 clusters
  Score: Raw -4742000.492199 + Penalty 5152.346145 = -4736848.146054
  nChanged 2
		SP:Iteration 49Q (4525.910000 sec): 3 clusters
  Score: Raw -4742000.695455 + Penalty 5152.346145 = -4736848.349309
  nChanged 1
		SP:Iteration 50Q (4526.010000 sec): 3 clusters
  Score: Raw -4742000.811491 + Penalty 5152.346145 = -4736848.465345
  nChanged 0
		SP:Iteration 51F (4526.130000 sec): 3 clusters
  Score: Raw -4742000.811491 + Penalty 5152.346145 = -4736848.465345
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (95619 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4526.470000 sec): 2 clusters
  Score: Raw -13877335.761433 + Penalty 2844.095452 = -13874491.665981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4526.850000 sec): 3 clusters
  Score: Raw -13816187.627873 + Penalty 5688.190905 = -13810499.436968
  nChanged 45133
		SP:Iteration 1F (4527.210000 sec): 3 clusters
  Score: Raw -13841718.110155 + Penalty 5688.190905 = -13836029.919250
  nChanged 3410
		SP:Iteration 2Q (4527.600000 sec): 3 clusters
  Score: Raw -13842606.196430 + Penalty 5688.190905 = -13836918.005526
  nChanged 3814
		SP:Iteration 3Q (4527.980000 sec): 3 clusters
  Score: Raw -13843857.396590 + Penalty 5688.190905 = -13838169.205686
  nChanged 4580
		SP:Iteration 4Q (4528.360000 sec): 3 clusters
  Score: Raw -13845869.796591 + Penalty 5688.190905 = -13840181.605686
  nChanged 5877
		SP:Iteration 5F (4528.740000 sec): 3 clusters
  Score: Raw -13849339.892436 + Penalty 5688.190905 = -13843651.701531
  nChanged 7241
		SP:Iteration 6F (4529.110000 sec): 3 clusters
  Score: Raw -13854575.484327 + Penalty 5688.190905 = -13848887.293422
  nChanged 7602
		SP:Iteration 7F (4529.480000 sec): 3 clusters
  Score: Raw -13860745.100210 + Penalty 5688.190905 = -13855056.909305
  nChanged 6815
		SP:Iteration 8F (4529.850000 sec): 3 clusters
  Score: Raw -13866684.271944 + Penalty 5688.190905 = -13860996.081039
  nChanged 5235
		SP:Iteration 9F (4530.210000 sec): 3 clusters
  Score: Raw -13871441.656951 + Penalty 5688.190905 = -13865753.466046
  nChanged 3465
		SP:Iteration 10Q (4530.580000 sec): 3 clusters
  Score: Raw -13874590.799000 + Penalty 5688.190905 = -13868902.608095
  nChanged 1984
		SP:Iteration 11Q (4530.920000 sec): 3 clusters
  Score: Raw -13876331.231596 + Penalty 5688.190905 = -13870643.040691
  nChanged 954
		SP:Iteration 12Q (4531.230000 sec): 3 clusters
  Score: Raw -13877115.506774 + Penalty 5688.190905 = -13871427.315869
  nChanged 412
		SP:Iteration 13Q (4531.530000 sec): 3 clusters
  Score: Raw -13877437.510995 + Penalty 5688.190905 = -13871749.320090
  nChanged 198
		SP:Iteration 14Q (4531.810000 sec): 3 clusters
  Score: Raw -13877606.812451 + Penalty 5688.190905 = -13871918.621547
  nChanged 135
		SP:Iteration 15Q (4532.090000 sec): 3 clusters
  Score: Raw -13877725.505898 + Penalty 5688.190905 = -13872037.314993
  nChanged 91
		SP:Iteration 16Q (4532.360000 sec): 3 clusters
  Score: Raw -13877790.888528 + Penalty 5688.190905 = -13872102.697623
  nChanged 55
		SP:Iteration 17Q (4532.630000 sec): 3 clusters
  Score: Raw -13877822.456272 + Penalty 5688.190905 = -13872134.265367
  nChanged 30
		SP:Iteration 18Q (4532.920000 sec): 3 clusters
  Score: Raw -13877844.411172 + Penalty 5688.190905 = -13872156.220268
  nChanged 27
		SP:Iteration 19Q (4533.190000 sec): 3 clusters
  Score: Raw -13877863.297982 + Penalty 5688.190905 = -13872175.107077
  nChanged 19
		SP:Iteration 20F (4533.550000 sec): 3 clusters
  Score: Raw -13877873.753648 + Penalty 5688.190905 = -13872185.562743
  nChanged 17
		SP:Iteration 21Q (4533.820000 sec): 3 clusters
  Score: Raw -13877882.200005 + Penalty 5688.190905 = -13872194.009100
  nChanged 14
		SP:Iteration 22Q (4534.080000 sec): 3 clusters
  Score: Raw -13877889.873792 + Penalty 5688.190905 = -13872201.682887
  nChanged 12
		SP:Iteration 23Q (4534.350000 sec): 3 clusters
  Score: Raw -13877896.733878 + Penalty 5688.190905 = -13872208.542973
  nChanged 9
		SP:Iteration 24Q (4534.610000 sec): 3 clusters
  Score: Raw -13877905.215215 + Penalty 5688.190905 = -13872217.024310
  nChanged 12
		SP:Iteration 25Q (4534.880000 sec): 3 clusters
  Score: Raw -13877913.854150 + Penalty 5688.190905 = -13872225.663245
  nChanged 4
		SP:Iteration 26Q (4535.150000 sec): 3 clusters
  Score: Raw -13877915.944905 + Penalty 5688.190905 = -13872227.754001
  nChanged 3
		SP:Iteration 27Q (4535.410000 sec): 3 clusters
  Score: Raw -13877919.046879 + Penalty 5688.190905 = -13872230.855975
  nChanged 4
		SP:Iteration 28Q (4535.680000 sec): 3 clusters
  Score: Raw -13877920.666074 + Penalty 5688.190905 = -13872232.475169
  nChanged 2
		SP:Iteration 29Q (4535.950000 sec): 3 clusters
  Score: Raw -13877921.575664 + Penalty 5688.190905 = -13872233.384760
  nChanged 0
		SP:Iteration 30F (4536.310000 sec): 3 clusters
  Score: Raw -13877921.575664 + Penalty 5688.190905 = -13872233.384760
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (33228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4536.460000 sec): 2 clusters
  Score: Raw -5161850.291547 + Penalty 2581.964747 = -5159268.326800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4536.590000 sec): 3 clusters
  Score: Raw -5141753.532024 + Penalty 5163.929494 = -5136589.602530
  nChanged 15134
		SP:Iteration 1F (4536.720000 sec): 3 clusters
  Score: Raw -5149854.881201 + Penalty 5163.929494 = -5144690.951707
  nChanged 1543
		SP:Iteration 2Q (4536.850000 sec): 3 clusters
  Score: Raw -5150392.192788 + Penalty 5163.929494 = -5145228.263294
  nChanged 1435
		SP:Iteration 3Q (4536.980000 sec): 3 clusters
  Score: Raw -5150899.187956 + Penalty 5163.929494 = -5145735.258462
  nChanged 1451
		SP:Iteration 4Q (4537.110000 sec): 3 clusters
  Score: Raw -5151491.680192 + Penalty 5163.929494 = -5146327.750698
  nChanged 1472
		SP:Iteration 5Q (4537.240000 sec): 3 clusters
  Score: Raw -5152204.802953 + Penalty 5163.929494 = -5147040.873460
  nChanged 1719
		SP:Iteration 6F (4537.360000 sec): 3 clusters
  Score: Raw -5153191.254480 + Penalty 5163.929494 = -5148027.324987
  nChanged 2088
		SP:Iteration 7F (4537.490000 sec): 3 clusters
  Score: Raw -5154685.995161 + Penalty 5163.929494 = -5149522.065667
  nChanged 2417
		SP:Iteration 8F (4537.610000 sec): 3 clusters
  Score: Raw -5156700.995527 + Penalty 5163.929494 = -5151537.066033
  nChanged 2301
		SP:Iteration 9F (4537.740000 sec): 3 clusters
  Score: Raw -5158792.127688 + Penalty 5163.929494 = -5153628.198194
  nChanged 1756
		SP:Iteration 10F (4537.860000 sec): 3 clusters
  Score: Raw -5160407.171789 + Penalty 5163.929494 = -5155243.242295
  nChanged 1020
		SP:Iteration 11Q (4537.970000 sec): 3 clusters
  Score: Raw -5161318.258392 + Penalty 5163.929494 = -5156154.328899
  nChanged 446
		SP:Iteration 12Q (4538.080000 sec): 3 clusters
  Score: Raw -5161709.738852 + Penalty 5163.929494 = -5156545.809358
  nChanged 193
		SP:Iteration 13Q (4538.180000 sec): 3 clusters
  Score: Raw -5161907.129001 + Penalty 5163.929494 = -5156743.199507
  nChanged 100
		SP:Iteration 14Q (4538.270000 sec): 3 clusters
  Score: Raw -5162033.247750 + Penalty 5163.929494 = -5156869.318256
  nChanged 53
		SP:Iteration 15Q (4538.360000 sec): 3 clusters
  Score: Raw -5162097.311507 + Penalty 5163.929494 = -5156933.382013
  nChanged 29
		SP:Iteration 16Q (4538.460000 sec): 3 clusters
  Score: Raw -5162135.497432 + Penalty 5163.929494 = -5156971.567938
  nChanged 19
		SP:Iteration 17Q (4538.550000 sec): 3 clusters
  Score: Raw -5162161.926391 + Penalty 5163.929494 = -5156997.996897
  nChanged 10
		SP:Iteration 18Q (4538.640000 sec): 3 clusters
  Score: Raw -5162174.527447 + Penalty 5163.929494 = -5157010.597953
  nChanged 5
		SP:Iteration 19Q (4538.730000 sec): 3 clusters
  Score: Raw -5162182.265357 + Penalty 5163.929494 = -5157018.335863
  nChanged 5
		SP:Iteration 20F (4538.850000 sec): 3 clusters
  Score: Raw -5162187.696102 + Penalty 5163.929494 = -5157023.766608
  nChanged 5
		SP:Iteration 21Q (4538.940000 sec): 3 clusters
  Score: Raw -5162195.349881 + Penalty 5163.929494 = -5157031.420388
  nChanged 2
		SP:Iteration 22Q (4539.020000 sec): 3 clusters
  Score: Raw -5162197.653717 + Penalty 5163.929494 = -5157033.724224
  nChanged 3
		SP:Iteration 23Q (4539.110000 sec): 3 clusters
  Score: Raw -5162202.626156 + Penalty 5163.929494 = -5157038.696662
  nChanged 3
		SP:Iteration 24Q (4539.200000 sec): 3 clusters
  Score: Raw -5162205.560575 + Penalty 5163.929494 = -5157041.631081
  nChanged 1
		SP:Iteration 25Q (4539.290000 sec): 3 clusters
  Score: Raw -5162207.803771 + Penalty 5163.929494 = -5157043.874278
  nChanged 2
		SP:Iteration 26Q (4539.380000 sec): 3 clusters
  Score: Raw -5162210.578373 + Penalty 5163.929494 = -5157046.648879
  nChanged 1
		SP:Iteration 27Q (4539.460000 sec): 3 clusters
  Score: Raw -5162212.161939 + Penalty 5163.929494 = -5157048.232445
  nChanged 0
		SP:Iteration 28F (4539.590000 sec): 3 clusters
  Score: Raw -5162212.161939 + Penalty 5163.929494 = -5157048.232445
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (100259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4539.940000 sec): 2 clusters
  Score: Raw -14811656.064290 + Penalty 2855.847005 = -14808800.217285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4540.320000 sec): 3 clusters
  Score: Raw -14747482.200890 + Penalty 5711.694010 = -14741770.506880
  nChanged 47552
		SP:Iteration 1F (4540.710000 sec): 3 clusters
  Score: Raw -14774339.130877 + Penalty 5711.694010 = -14768627.436868
  nChanged 3239
		SP:Iteration 2Q (4541.100000 sec): 3 clusters
  Score: Raw -14775146.129624 + Penalty 5711.694010 = -14769434.435614
  nChanged 3554
		SP:Iteration 3Q (4541.500000 sec): 3 clusters
  Score: Raw -14776182.503581 + Penalty 5711.694010 = -14770470.809571
  nChanged 4178
		SP:Iteration 4Q (4541.880000 sec): 3 clusters
  Score: Raw -14777711.574374 + Penalty 5711.694010 = -14771999.880364
  nChanged 5195
		SP:Iteration 5F (4542.270000 sec): 3 clusters
  Score: Raw -14780148.847537 + Penalty 5711.694010 = -14774437.153527
  nChanged 6390
		SP:Iteration 6F (4542.650000 sec): 3 clusters
  Score: Raw -14783866.057234 + Penalty 5711.694010 = -14778154.363225
  nChanged 7268
		SP:Iteration 7F (4543.040000 sec): 3 clusters
  Score: Raw -14788894.496582 + Penalty 5711.694010 = -14783182.802572
  nChanged 7426
		SP:Iteration 8F (4543.420000 sec): 3 clusters
  Score: Raw -14794679.676243 + Penalty 5711.694010 = -14788967.982233
  nChanged 6895
		SP:Iteration 9F (4543.800000 sec): 3 clusters
  Score: Raw -14800500.098477 + Penalty 5711.694010 = -14794788.404467
  nChanged 5444
		SP:Iteration 10F (4544.180000 sec): 3 clusters
  Score: Raw -14805212.440099 + Penalty 5711.694010 = -14799500.746089
  nChanged 3730
		SP:Iteration 11Q (4544.560000 sec): 3 clusters
  Score: Raw -14808388.399371 + Penalty 5711.694010 = -14802676.705361
  nChanged 2144
		SP:Iteration 12Q (4544.920000 sec): 3 clusters
  Score: Raw -14810058.130677 + Penalty 5711.694010 = -14804346.436667
  nChanged 1138
		SP:Iteration 13Q (4545.260000 sec): 3 clusters
  Score: Raw -14810903.005625 + Penalty 5711.694010 = -14805191.311615
  nChanged 636
		SP:Iteration 14Q (4545.570000 sec): 3 clusters
  Score: Raw -14811346.534827 + Penalty 5711.694010 = -14805634.840817
  nChanged 346
		SP:Iteration 15Q (4545.870000 sec): 3 clusters
  Score: Raw -14811587.443439 + Penalty 5711.694010 = -14805875.749429
  nChanged 216
		SP:Iteration 16Q (4546.160000 sec): 3 clusters
  Score: Raw -14811744.605937 + Penalty 5711.694010 = -14806032.911928
  nChanged 127
		SP:Iteration 17Q (4546.460000 sec): 3 clusters
  Score: Raw -14811834.864998 + Penalty 5711.694010 = -14806123.170988
  nChanged 73
		SP:Iteration 18Q (4546.750000 sec): 3 clusters
  Score: Raw -14811886.872510 + Penalty 5711.694010 = -14806175.178500
  nChanged 53
		SP:Iteration 19Q (4547.030000 sec): 3 clusters
  Score: Raw -14811919.190476 + Penalty 5711.694010 = -14806207.496467
  nChanged 30
		SP:Iteration 20F (4547.400000 sec): 3 clusters
  Score: Raw -14811940.259519 + Penalty 5711.694010 = -14806228.565510
  nChanged 25
		SP:Iteration 21Q (4547.680000 sec): 3 clusters
  Score: Raw -14811959.232111 + Penalty 5711.694010 = -14806247.538101
  nChanged 23
		SP:Iteration 22Q (4547.960000 sec): 3 clusters
  Score: Raw -14811979.789942 + Penalty 5711.694010 = -14806268.095932
  nChanged 23
		SP:Iteration 23Q (4548.240000 sec): 3 clusters
  Score: Raw -14811996.057167 + Penalty 5711.694010 = -14806284.363157
  nChanged 11
		SP:Iteration 24Q (4548.510000 sec): 3 clusters
  Score: Raw -14812002.473570 + Penalty 5711.694010 = -14806290.779560
  nChanged 11
		SP:Iteration 25Q (4548.790000 sec): 3 clusters
  Score: Raw -14812010.804035 + Penalty 5711.694010 = -14806299.110025
  nChanged 14
		SP:Iteration 26Q (4549.070000 sec): 3 clusters
  Score: Raw -14812020.019707 + Penalty 5711.694010 = -14806308.325697
  nChanged 15
		SP:Iteration 27Q (4549.340000 sec): 3 clusters
  Score: Raw -14812028.422531 + Penalty 5711.694010 = -14806316.728521
  nChanged 10
		SP:Iteration 28Q (4549.620000 sec): 3 clusters
  Score: Raw -14812039.020846 + Penalty 5711.694010 = -14806327.326836
  nChanged 11
		SP:Iteration 29Q (4549.890000 sec): 3 clusters
  Score: Raw -14812047.638863 + Penalty 5711.694010 = -14806335.944853
  nChanged 9
		SP:Iteration 30Q (4550.170000 sec): 3 clusters
  Score: Raw -14812053.688094 + Penalty 5711.694010 = -14806341.994084
  nChanged 7
		SP:Iteration 31Q (4550.440000 sec): 3 clusters
  Score: Raw -14812057.643350 + Penalty 5711.694010 = -14806345.949340
  nChanged 6
		SP:Iteration 32Q (4550.710000 sec): 3 clusters
  Score: Raw -14812062.201498 + Penalty 5711.694010 = -14806350.507488
  nChanged 5
		SP:Iteration 33Q (4550.990000 sec): 3 clusters
  Score: Raw -14812066.132372 + Penalty 5711.694010 = -14806354.438362
  nChanged 5
		SP:Iteration 34Q (4551.260000 sec): 3 clusters
  Score: Raw -14812069.651109 + Penalty 5711.694010 = -14806357.957099
  nChanged 5
		SP:Iteration 35Q (4551.540000 sec): 3 clusters
  Score: Raw -14812073.283628 + Penalty 5711.694010 = -14806361.589618
  nChanged 5
		SP:Iteration 36Q (4551.810000 sec): 3 clusters
  Score: Raw -14812076.409819 + Penalty 5711.694010 = -14806364.715810
  nChanged 2
		SP:Iteration 37Q (4552.090000 sec): 3 clusters
  Score: Raw -14812078.392280 + Penalty 5711.694010 = -14806366.698270
  nChanged 1
		SP:Iteration 38Q (4552.360000 sec): 3 clusters
  Score: Raw -14812078.888765 + Penalty 5711.694010 = -14806367.194755
  nChanged 0
		SP:Iteration 39F (4552.730000 sec): 3 clusters
  Score: Raw -14812078.888765 + Penalty 5711.694010 = -14806367.194755
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (1401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4552.790000 sec): 2 clusters
  Score: Raw -126499.607420 + Penalty 1796.745503 = -124702.861916
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4552.790000 sec): 3 clusters
  Score: Raw -126872.908364 + Penalty 3593.491007 = -123279.417357
  nChanged 568
		SP:Iteration 1F (4552.800000 sec): 3 clusters
  Score: Raw -131599.223130 + Penalty 3593.491007 = -128005.732123
  nChanged 153
		SP:Iteration 2F (4552.800000 sec): 3 clusters
  Score: Raw -133795.433623 + Penalty 3593.491007 = -130201.942616
  nChanged 87
		SP:Iteration 3F (4552.810000 sec): 3 clusters
  Score: Raw -135489.020205 + Penalty 3593.491007 = -131895.529198
  nChanged 61
		SP:Iteration 4Q (4552.810000 sec): 3 clusters
  Score: Raw -136787.454271 + Penalty 3593.491007 = -133193.963264
  nChanged 22
		SP:Iteration 5Q (4552.810000 sec): 3 clusters
  Score: Raw -137471.783834 + Penalty 3593.491007 = -133878.292827
  nChanged 11
		SP:Iteration 6Q (4552.820000 sec): 3 clusters
  Score: Raw -137510.040437 + Penalty 3593.491007 = -133916.549430
  nChanged 4
		SP:Iteration 7Q (4552.820000 sec): 3 clusters
  Score: Raw -137519.985760 + Penalty 3593.491007 = -133926.494753
  nChanged 3
		SP:Iteration 8Q (4552.830000 sec): 3 clusters
  Score: Raw -137526.089312 + Penalty 3593.491007 = -133932.598305
  nChanged 2
		SP:Iteration 9Q (4552.830000 sec): 3 clusters
  Score: Raw -137532.784621 + Penalty 3593.491007 = -133939.293614
  nChanged 2
		SP:Iteration 10Q (4552.830000 sec): 3 clusters
  Score: Raw -137572.502731 + Penalty 3593.491007 = -133979.011724
  nChanged 1
		SP:Iteration 11Q (4552.840000 sec): 3 clusters
  Score: Raw -137575.740496 + Penalty 3593.491007 = -133982.249489
  nChanged 0
		SP:Iteration 12F (4552.840000 sec): 3 clusters
  Score: Raw -137601.815536 + Penalty 3593.491007 = -134008.324529
  nChanged 4
		SP:Iteration 13Q (4552.850000 sec): 3 clusters
  Score: Raw -137793.843006 + Penalty 3593.491007 = -134200.351999
  nChanged 2
		SP:Iteration 14Q (4552.850000 sec): 3 clusters
  Score: Raw -137818.152443 + Penalty 3593.491007 = -134224.661436
  nChanged 1
		SP:Iteration 15Q (4552.850000 sec): 3 clusters
  Score: Raw -137819.362691 + Penalty 3593.491007 = -134225.871684
  nChanged 0
		SP:Iteration 16F (4552.860000 sec): 3 clusters
  Score: Raw -137819.362691 + Penalty 3593.491007 = -134225.871684
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 30.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (54405 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4553.050000 sec): 2 clusters
  Score: Raw -7970574.653514 + Penalty 2704.244412 = -7967870.409101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4553.260000 sec): 3 clusters
  Score: Raw -7936832.667477 + Penalty 5408.488825 = -7931424.178652
  nChanged 25065
		SP:Iteration 1F (4553.470000 sec): 3 clusters
  Score: Raw -7950641.339682 + Penalty 5408.488825 = -7945232.850857
  nChanged 2157
		SP:Iteration 2Q (4553.690000 sec): 3 clusters
  Score: Raw -7951202.370341 + Penalty 5408.488825 = -7945793.881516
  nChanged 1990
		SP:Iteration 3Q (4553.900000 sec): 3 clusters
  Score: Raw -7951731.097092 + Penalty 5408.488825 = -7946322.608267
  nChanged 1825
		SP:Iteration 4Q (4554.110000 sec): 3 clusters
  Score: Raw -7952228.850353 + Penalty 5408.488825 = -7946820.361528
  nChanged 1946
		SP:Iteration 5Q (4554.330000 sec): 3 clusters
  Score: Raw -7952820.735751 + Penalty 5408.488825 = -7947412.246926
  nChanged 2160
		SP:Iteration 6Q (4554.550000 sec): 3 clusters
  Score: Raw -7953627.982733 + Penalty 5408.488825 = -7948219.493908
  nChanged 2538
		SP:Iteration 7Q (4554.760000 sec): 3 clusters
  Score: Raw -7954843.727959 + Penalty 5408.488825 = -7949435.239134
  nChanged 3079
		SP:Iteration 8F (4554.970000 sec): 3 clusters
  Score: Raw -7956706.360942 + Penalty 5408.488825 = -7951297.872117
  nChanged 3584
		SP:Iteration 9F (4555.170000 sec): 3 clusters
  Score: Raw -7959223.603677 + Penalty 5408.488825 = -7953815.114852
  nChanged 3537
		SP:Iteration 10F (4555.380000 sec): 3 clusters
  Score: Raw -7961903.530657 + Penalty 5408.488825 = -7956495.041833
  nChanged 3116
		SP:Iteration 11F (4555.590000 sec): 3 clusters
  Score: Raw -7964253.489430 + Penalty 5408.488825 = -7958845.000606
  nChanged 2379
		SP:Iteration 12Q (4555.800000 sec): 3 clusters
  Score: Raw -7965991.793929 + Penalty 5408.488825 = -7960583.305105
  nChanged 1654
		SP:Iteration 13Q (4556.000000 sec): 3 clusters
  Score: Raw -7967147.659968 + Penalty 5408.488825 = -7961739.171143
  nChanged 1253
		SP:Iteration 14Q (4556.190000 sec): 3 clusters
  Score: Raw -7967965.108178 + Penalty 5408.488825 = -7962556.619353
  nChanged 948
		SP:Iteration 15Q (4556.380000 sec): 3 clusters
  Score: Raw -7968533.701871 + Penalty 5408.488825 = -7963125.213047
  nChanged 749
		SP:Iteration 16Q (4556.550000 sec): 3 clusters
  Score: Raw -7968939.002528 + Penalty 5408.488825 = -7963530.513703
  nChanged 614
		SP:Iteration 17Q (4556.720000 sec): 3 clusters
  Score: Raw -7969259.141189 + Penalty 5408.488825 = -7963850.652364
  nChanged 538
		SP:Iteration 18Q (4556.890000 sec): 3 clusters
  Score: Raw -7969536.699024 + Penalty 5408.488825 = -7964128.210199
  nChanged 426
		SP:Iteration 19Q (4557.050000 sec): 3 clusters
  Score: Raw -7969751.126629 + Penalty 5408.488825 = -7964342.637804
  nChanged 366
		SP:Iteration 20F (4557.260000 sec): 3 clusters
  Score: Raw -7969934.485592 + Penalty 5408.488825 = -7964525.996767
  nChanged 308
		SP:Iteration 21Q (4557.410000 sec): 3 clusters
  Score: Raw -7970107.180469 + Penalty 5408.488825 = -7964698.691644
  nChanged 275
		SP:Iteration 22Q (4557.570000 sec): 3 clusters
  Score: Raw -7970246.054733 + Penalty 5408.488825 = -7964837.565909
  nChanged 193
		SP:Iteration 23Q (4557.720000 sec): 3 clusters
  Score: Raw -7970340.754323 + Penalty 5408.488825 = -7964932.265498
  nChanged 171
		SP:Iteration 24Q (4557.870000 sec): 3 clusters
  Score: Raw -7970423.858066 + Penalty 5408.488825 = -7965015.369241
  nChanged 141
		SP:Iteration 25Q (4558.020000 sec): 3 clusters
  Score: Raw -7970500.002170 + Penalty 5408.488825 = -7965091.513345
  nChanged 131
		SP:Iteration 26Q (4558.170000 sec): 3 clusters
  Score: Raw -7970567.496386 + Penalty 5408.488825 = -7965159.007562
  nChanged 100
		SP:Iteration 27Q (4558.320000 sec): 3 clusters
  Score: Raw -7970619.273547 + Penalty 5408.488825 = -7965210.784722
  nChanged 84
		SP:Iteration 28Q (4558.470000 sec): 3 clusters
  Score: Raw -7970657.782964 + Penalty 5408.488825 = -7965249.294139
  nChanged 55
		SP:Iteration 29Q (4558.620000 sec): 3 clusters
  Score: Raw -7970682.452545 + Penalty 5408.488825 = -7965273.963720
  nChanged 43
		SP:Iteration 30Q (4558.770000 sec): 3 clusters
  Score: Raw -7970706.067367 + Penalty 5408.488825 = -7965297.578542
  nChanged 43
		SP:Iteration 31Q (4558.910000 sec): 3 clusters
  Score: Raw -7970726.622258 + Penalty 5408.488825 = -7965318.133433
  nChanged 33
		SP:Iteration 32Q (4559.060000 sec): 3 clusters
  Score: Raw -7970743.219253 + Penalty 5408.488825 = -7965334.730428
  nChanged 25
		SP:Iteration 33Q (4559.200000 sec): 3 clusters
  Score: Raw -7970756.430484 + Penalty 5408.488825 = -7965347.941659
  nChanged 24
		SP:Iteration 34Q (4559.350000 sec): 3 clusters
  Score: Raw -7970767.691372 + Penalty 5408.488825 = -7965359.202548
  nChanged 22
		SP:Iteration 35Q (4559.500000 sec): 3 clusters
  Score: Raw -7970778.145037 + Penalty 5408.488825 = -7965369.656213
  nChanged 25
		SP:Iteration 36Q (4559.650000 sec): 3 clusters
  Score: Raw -7970790.215609 + Penalty 5408.488825 = -7965381.726784
  nChanged 27
		SP:Iteration 37Q (4559.790000 sec): 3 clusters
  Score: Raw -7970803.821290 + Penalty 5408.488825 = -7965395.332465
  nChanged 25
		SP:Iteration 38Q (4559.940000 sec): 3 clusters
  Score: Raw -7970817.391990 + Penalty 5408.488825 = -7965408.903165
  nChanged 26
		SP:Iteration 39Q (4560.090000 sec): 3 clusters
  Score: Raw -7970833.678068 + Penalty 5408.488825 = -7965425.189243
  nChanged 26
		SP:Iteration 40F (4560.290000 sec): 3 clusters
  Score: Raw -7970847.813071 + Penalty 5408.488825 = -7965439.324247
  nChanged 16
		SP:Iteration 41Q (4560.440000 sec): 3 clusters
  Score: Raw -7970856.910928 + Penalty 5408.488825 = -7965448.422103
  nChanged 12
		SP:Iteration 42Q (4560.580000 sec): 3 clusters
  Score: Raw -7970862.980363 + Penalty 5408.488825 = -7965454.491538
  nChanged 14
		SP:Iteration 43Q (4560.730000 sec): 3 clusters
  Score: Raw -7970869.435516 + Penalty 5408.488825 = -7965460.946691
  nChanged 8
		SP:Iteration 44Q (4560.880000 sec): 3 clusters
  Score: Raw -7970872.487515 + Penalty 5408.488825 = -7965463.998690
  nChanged 8
		SP:Iteration 45Q (4561.030000 sec): 3 clusters
  Score: Raw -7970876.370432 + Penalty 5408.488825 = -7965467.881607
  nChanged 8
		SP:Iteration 46Q (4561.170000 sec): 3 clusters
  Score: Raw -7970880.032546 + Penalty 5408.488825 = -7965471.543721
  nChanged 10
		SP:Iteration 47Q (4561.320000 sec): 3 clusters
  Score: Raw -7970884.626903 + Penalty 5408.488825 = -7965476.138078
  nChanged 8
		SP:Iteration 48Q (4561.470000 sec): 3 clusters
  Score: Raw -7970889.919324 + Penalty 5408.488825 = -7965481.430499
  nChanged 10
		SP:Iteration 49Q (4561.610000 sec): 3 clusters
  Score: Raw -7970895.308059 + Penalty 5408.488825 = -7965486.819234
  nChanged 7
		SP:Iteration 50Q (4561.760000 sec): 3 clusters
  Score: Raw -7970899.655002 + Penalty 5408.488825 = -7965491.166177
  nChanged 9
		SP:Iteration 51Q (4561.900000 sec): 3 clusters
  Score: Raw -7970904.627097 + Penalty 5408.488825 = -7965496.138272
  nChanged 10
		SP:Iteration 52Q (4562.050000 sec): 3 clusters
  Score: Raw -7970909.469982 + Penalty 5408.488825 = -7965500.981158
  nChanged 8
		SP:Iteration 53Q (4562.190000 sec): 3 clusters
  Score: Raw -7970912.661605 + Penalty 5408.488825 = -7965504.172780
  nChanged 5
		SP:Iteration 54Q (4562.340000 sec): 3 clusters
  Score: Raw -7970916.149715 + Penalty 5408.488825 = -7965507.660890
  nChanged 6
		SP:Iteration 55Q (4562.490000 sec): 3 clusters
  Score: Raw -7970919.311924 + Penalty 5408.488825 = -7965510.823099
  nChanged 3
		SP:Iteration 56Q (4562.630000 sec): 3 clusters
  Score: Raw -7970920.542595 + Penalty 5408.488825 = -7965512.053770
  nChanged 3
		SP:Iteration 57Q (4562.780000 sec): 3 clusters
  Score: Raw -7970922.235369 + Penalty 5408.488825 = -7965513.746544
  nChanged 4
		SP:Iteration 58Q (4562.930000 sec): 3 clusters
  Score: Raw -7970923.792728 + Penalty 5408.488825 = -7965515.303903
  nChanged 5
		SP:Iteration 59Q (4563.070000 sec): 3 clusters
  Score: Raw -7970926.557415 + Penalty 5408.488825 = -7965518.068591
  nChanged 4
		SP:Iteration 60F (4563.270000 sec): 3 clusters
  Score: Raw -7970928.382472 + Penalty 5408.488825 = -7965519.893647
  nChanged 2
		SP:Iteration 61Q (4563.420000 sec): 3 clusters
  Score: Raw -7970930.009194 + Penalty 5408.488825 = -7965521.520369
  nChanged 3
		SP:Iteration 62Q (4563.560000 sec): 3 clusters
  Score: Raw -7970931.520248 + Penalty 5408.488825 = -7965523.031423
  nChanged 5
		SP:Iteration 63Q (4563.710000 sec): 3 clusters
  Score: Raw -7970935.437412 + Penalty 5408.488825 = -7965526.948587
  nChanged 8
		SP:Iteration 64Q (4563.850000 sec): 3 clusters
  Score: Raw -7970939.461868 + Penalty 5408.488825 = -7965530.973043
  nChanged 3
		SP:Iteration 65Q (4563.990000 sec): 3 clusters
  Score: Raw -7970940.403074 + Penalty 5408.488825 = -7965531.914249
  nChanged 2
		SP:Iteration 66Q (4564.140000 sec): 3 clusters
  Score: Raw -7970941.135573 + Penalty 5408.488825 = -7965532.646748
  nChanged 2
		SP:Iteration 67Q (4564.280000 sec): 3 clusters
  Score: Raw -7970942.004555 + Penalty 5408.488825 = -7965533.515730
  nChanged 1
		SP:Iteration 68Q (4564.430000 sec): 3 clusters
  Score: Raw -7970942.328941 + Penalty 5408.488825 = -7965533.840116
  nChanged 0
		SP:Iteration 69F (4564.630000 sec): 3 clusters
  Score: Raw -7970942.328941 + Penalty 5408.488825 = -7965533.840116
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4564.650000 sec): 2 clusters
  Score: Raw -59607.770703 + Penalty 1516.741247 = -58091.029455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4564.650000 sec): 3 clusters
  Score: Raw -59917.745090 + Penalty 3033.482494 = -56884.262596
  nChanged 127
		SP:Iteration 1F (4564.660000 sec): 3 clusters
  Score: Raw -60621.829201 + Penalty 3033.482494 = -57588.346707
  nChanged 37
		SP:Iteration 2F (4564.660000 sec): 3 clusters
  Score: Raw -60928.925126 + Penalty 3033.482494 = -57895.442632
  nChanged 14
		SP:Iteration 3Q (4564.660000 sec): 3 clusters
  Score: Raw -61136.821278 + Penalty 3033.482494 = -58103.338783
  nChanged 1
		SP:Iteration 4Q (4564.660000 sec): 3 clusters
  Score: Raw -61146.124135 + Penalty 3033.482494 = -58112.641640
  nChanged 2
		SP:Iteration 5Q (4564.660000 sec): 3 clusters
  Score: Raw -61162.555069 + Penalty 3033.482494 = -58129.072575
  nChanged 1
		SP:Iteration 6Q (4564.670000 sec): 3 clusters
  Score: Raw -61164.189494 + Penalty 3033.482494 = -58130.707000
  nChanged 0
		SP:Iteration 7F (4564.670000 sec): 3 clusters
  Score: Raw -61164.189494 + Penalty 3033.482494 = -58130.707000
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 31.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4564.670000 sec): 2 clusters
  Score: Raw -56979.285957 + Penalty 1490.185670 = -55489.100287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4564.670000 sec): 3 clusters
  Score: Raw -57065.769638 + Penalty 2980.371340 = -54085.398298
  nChanged 72
		SP:Iteration 1F (4564.670000 sec): 3 clusters
  Score: Raw -57335.304741 + Penalty 2980.371340 = -54354.933401
  nChanged 49
		SP:Iteration 2F (4564.680000 sec): 3 clusters
  Score: Raw -57594.818950 + Penalty 2980.371340 = -54614.447610
  nChanged 38
		SP:Iteration 3F (4564.680000 sec): 3 clusters
  Score: Raw -57841.187474 + Penalty 2980.371340 = -54860.816134
  nChanged 20
		SP:Iteration 4Q (4564.680000 sec): 3 clusters
  Score: Raw -57949.883554 + Penalty 2980.371340 = -54969.512214
  nChanged 9
		SP:Iteration 5Q (4564.680000 sec): 3 clusters
  Score: Raw -57992.197737 + Penalty 2980.371340 = -55011.826397
  nChanged 7
		SP:Iteration 6Q (4564.680000 sec): 3 clusters
  Score: Raw -58035.398945 + Penalty 2980.371340 = -55055.027605
  nChanged 4
		SP:Iteration 7Q (4564.680000 sec): 3 clusters
  Score: Raw -58063.268378 + Penalty 2980.371340 = -55082.897038
  nChanged 2
		SP:Iteration 8Q (4564.690000 sec): 3 clusters
  Score: Raw -58074.817551 + Penalty 2980.371340 = -55094.446211
  nChanged 0
		SP:Iteration 9F (4564.690000 sec): 3 clusters
  Score: Raw -58074.817551 + Penalty 2980.371340 = -55094.446211
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (274266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4565.650000 sec): 2 clusters
  Score: Raw -40581780.376121 + Penalty 3105.419722 = -40578674.956399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4566.710000 sec): 3 clusters
  Score: Raw -40400301.150567 + Penalty 6210.839444 = -40394090.311123
  nChanged 132495
		SP:Iteration 1F (4567.750000 sec): 3 clusters
  Score: Raw -40479357.926225 + Penalty 6210.839444 = -40473147.086781
  nChanged 8117
		SP:Iteration 2Q (4568.830000 sec): 3 clusters
  Score: Raw -40481288.297323 + Penalty 6210.839444 = -40475077.457879
  nChanged 9518
		SP:Iteration 3Q (4569.920000 sec): 3 clusters
  Score: Raw -40484177.231566 + Penalty 6210.839444 = -40477966.392122
  nChanged 11820
		SP:Iteration 4Q (4571.010000 sec): 3 clusters
  Score: Raw -40489018.413393 + Penalty 6210.839444 = -40482807.573949
  nChanged 15301
		SP:Iteration 5F (4572.050000 sec): 3 clusters
  Score: Raw -40497472.625488 + Penalty 6210.839444 = -40491261.786044
  nChanged 19443
		SP:Iteration 6F (4573.110000 sec): 3 clusters
  Score: Raw -40511245.008724 + Penalty 6210.839444 = -40505034.169280
  nChanged 22320
		SP:Iteration 7F (4574.170000 sec): 3 clusters
  Score: Raw -40529817.346396 + Penalty 6210.839444 = -40523606.506953
  nChanged 21493
		SP:Iteration 8F (4575.210000 sec): 3 clusters
  Score: Raw -40549480.489863 + Penalty 6210.839444 = -40543269.650419
  nChanged 16719
		SP:Iteration 9F (4576.250000 sec): 3 clusters
  Score: Raw -40565512.002168 + Penalty 6210.839444 = -40559301.162724
  nChanged 10423
		SP:Iteration 10Q (4577.190000 sec): 3 clusters
  Score: Raw -40575533.529032 + Penalty 6210.839444 = -40569322.689588
  nChanged 4721
		SP:Iteration 11Q (4578.050000 sec): 3 clusters
  Score: Raw -40579826.558261 + Penalty 6210.839444 = -40573615.718817
  nChanged 1701
		SP:Iteration 12Q (4578.830000 sec): 3 clusters
  Score: Raw -40581327.810639 + Penalty 6210.839444 = -40575116.971195
  nChanged 521
		SP:Iteration 13Q (4579.590000 sec): 3 clusters
  Score: Raw -40581820.643344 + Penalty 6210.839444 = -40575609.803900
  nChanged 182
		SP:Iteration 14Q (4580.330000 sec): 3 clusters
  Score: Raw -40582006.938986 + Penalty 6210.839444 = -40575796.099543
  nChanged 85
		SP:Iteration 15Q (4581.060000 sec): 3 clusters
  Score: Raw -40582088.583294 + Penalty 6210.839444 = -40575877.743850
  nChanged 37
		SP:Iteration 16Q (4581.810000 sec): 3 clusters
  Score: Raw -40582120.513961 + Penalty 6210.839444 = -40575909.674517
  nChanged 18
		SP:Iteration 17Q (4582.540000 sec): 3 clusters
  Score: Raw -40582137.965105 + Penalty 6210.839444 = -40575927.125661
  nChanged 18
		SP:Iteration 18Q (4583.260000 sec): 3 clusters
  Score: Raw -40582155.461755 + Penalty 6210.839444 = -40575944.622311
  nChanged 11
		SP:Iteration 19Q (4583.990000 sec): 3 clusters
  Score: Raw -40582165.094043 + Penalty 6210.839444 = -40575954.254599
  nChanged 5
		SP:Iteration 20F (4585.010000 sec): 3 clusters
  Score: Raw -40582168.187913 + Penalty 6210.839444 = -40575957.348469
  nChanged 2
		SP:Iteration 21Q (4585.740000 sec): 3 clusters
  Score: Raw -40582170.227296 + Penalty 6210.839444 = -40575959.387852
  nChanged 2
		SP:Iteration 22Q (4586.460000 sec): 3 clusters
  Score: Raw -40582171.873521 + Penalty 6210.839444 = -40575961.034078
  nChanged 3
		SP:Iteration 23Q (4587.200000 sec): 3 clusters
  Score: Raw -40582173.675879 + Penalty 6210.839444 = -40575962.836435
  nChanged 0
		SP:Iteration 24F (4588.220000 sec): 3 clusters
  Score: Raw -40582173.675879 + Penalty 6210.839444 = -40575962.836435
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (32267 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4588.420000 sec): 2 clusters
  Score: Raw -4935727.766312 + Penalty 2574.686478 = -4933153.079834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4588.550000 sec): 3 clusters
  Score: Raw -4916135.504801 + Penalty 5149.372956 = -4910986.131844
  nChanged 14674
		SP:Iteration 1F (4588.670000 sec): 3 clusters
  Score: Raw -4924128.351497 + Penalty 5149.372956 = -4918978.978541
  nChanged 1425
		SP:Iteration 2Q (4588.790000 sec): 3 clusters
  Score: Raw -4924573.484363 + Penalty 5149.372956 = -4919424.111406
  nChanged 1309
		SP:Iteration 3Q (4588.920000 sec): 3 clusters
  Score: Raw -4925005.644021 + Penalty 5149.372956 = -4919856.271065
  nChanged 1355
		SP:Iteration 4Q (4589.040000 sec): 3 clusters
  Score: Raw -4925505.613222 + Penalty 5149.372956 = -4920356.240266
  nChanged 1470
		SP:Iteration 5Q (4589.160000 sec): 3 clusters
  Score: Raw -4926113.734691 + Penalty 5149.372956 = -4920964.361735
  nChanged 1617
		SP:Iteration 6F (4589.280000 sec): 3 clusters
  Score: Raw -4926930.975955 + Penalty 5149.372956 = -4921781.602999
  nChanged 1860
		SP:Iteration 7F (4589.410000 sec): 3 clusters
  Score: Raw -4928066.365312 + Penalty 5149.372956 = -4922916.992355
  nChanged 1976
		SP:Iteration 8F (4589.530000 sec): 3 clusters
  Score: Raw -4929473.270972 + Penalty 5149.372956 = -4924323.898016
  nChanged 1976
		SP:Iteration 9F (4589.650000 sec): 3 clusters
  Score: Raw -4931049.209910 + Penalty 5149.372956 = -4925899.836953
  nChanged 1760
		SP:Iteration 10F (4589.770000 sec): 3 clusters
  Score: Raw -4932510.991221 + Penalty 5149.372956 = -4927361.618264
  nChanged 1396
		SP:Iteration 11Q (4589.890000 sec): 3 clusters
  Score: Raw -4933603.832036 + Penalty 5149.372956 = -4928454.459079
  nChanged 1050
		SP:Iteration 12Q (4590.010000 sec): 3 clusters
  Score: Raw -4934239.123019 + Penalty 5149.372956 = -4929089.750063
  nChanged 663
		SP:Iteration 13Q (4590.120000 sec): 3 clusters
  Score: Raw -4934538.171895 + Penalty 5149.372956 = -4929388.798939
  nChanged 437
		SP:Iteration 14Q (4590.230000 sec): 3 clusters
  Score: Raw -4934711.030765 + Penalty 5149.372956 = -4929561.657808
  nChanged 354
		SP:Iteration 15Q (4590.340000 sec): 3 clusters
  Score: Raw -4934842.729435 + Penalty 5149.372956 = -4929693.356479
  nChanged 324
		SP:Iteration 16Q (4590.440000 sec): 3 clusters
  Score: Raw -4934951.638893 + Penalty 5149.372956 = -4929802.265937
  nChanged 296
		SP:Iteration 17Q (4590.550000 sec): 3 clusters
  Score: Raw -4935051.594504 + Penalty 5149.372956 = -4929902.221548
  nChanged 284
		SP:Iteration 18Q (4590.650000 sec): 3 clusters
  Score: Raw -4935144.818948 + Penalty 5149.372956 = -4929995.445991
  nChanged 239
		SP:Iteration 19Q (4590.750000 sec): 3 clusters
  Score: Raw -4935222.114161 + Penalty 5149.372956 = -4930072.741204
  nChanged 218
		SP:Iteration 20F (4590.870000 sec): 3 clusters
  Score: Raw -4935286.318468 + Penalty 5149.372956 = -4930136.945511
  nChanged 184
		SP:Iteration 21Q (4590.980000 sec): 3 clusters
  Score: Raw -4935336.694493 + Penalty 5149.372956 = -4930187.321536
  nChanged 178
		SP:Iteration 22Q (4591.080000 sec): 3 clusters
  Score: Raw -4935383.227627 + Penalty 5149.372956 = -4930233.854670
  nChanged 143
		SP:Iteration 23Q (4591.180000 sec): 3 clusters
  Score: Raw -4935416.543420 + Penalty 5149.372956 = -4930267.170464
  nChanged 136
		SP:Iteration 24Q (4591.280000 sec): 3 clusters
  Score: Raw -4935448.952071 + Penalty 5149.372956 = -4930299.579114
  nChanged 112
		SP:Iteration 25Q (4591.380000 sec): 3 clusters
  Score: Raw -4935475.938178 + Penalty 5149.372956 = -4930326.565222
  nChanged 95
		SP:Iteration 26Q (4591.480000 sec): 3 clusters
  Score: Raw -4935495.629213 + Penalty 5149.372956 = -4930346.256257
  nChanged 78
		SP:Iteration 27Q (4591.580000 sec): 3 clusters
  Score: Raw -4935511.748064 + Penalty 5149.372956 = -4930362.375108
  nChanged 81
		SP:Iteration 28Q (4591.680000 sec): 3 clusters
  Score: Raw -4935529.380409 + Penalty 5149.372956 = -4930380.007453
  nChanged 78
		SP:Iteration 29Q (4591.780000 sec): 3 clusters
  Score: Raw -4935545.512433 + Penalty 5149.372956 = -4930396.139477
  nChanged 72
		SP:Iteration 30Q (4591.880000 sec): 3 clusters
  Score: Raw -4935561.982671 + Penalty 5149.372956 = -4930412.609714
  nChanged 70
		SP:Iteration 31Q (4591.980000 sec): 3 clusters
  Score: Raw -4935578.296840 + Penalty 5149.372956 = -4930428.923883
  nChanged 67
		SP:Iteration 32Q (4592.070000 sec): 3 clusters
  Score: Raw -4935593.101764 + Penalty 5149.372956 = -4930443.728808
  nChanged 62
		SP:Iteration 33Q (4592.170000 sec): 3 clusters
  Score: Raw -4935608.496570 + Penalty 5149.372956 = -4930459.123614
  nChanged 55
		SP:Iteration 34Q (4592.270000 sec): 3 clusters
  Score: Raw -4935619.648978 + Penalty 5149.372956 = -4930470.276021
  nChanged 49
		SP:Iteration 35Q (4592.360000 sec): 3 clusters
  Score: Raw -4935629.356092 + Penalty 5149.372956 = -4930479.983136
  nChanged 45
		SP:Iteration 36Q (4592.460000 sec): 3 clusters
  Score: Raw -4935638.957174 + Penalty 5149.372956 = -4930489.584218
  nChanged 54
		SP:Iteration 37Q (4592.560000 sec): 3 clusters
  Score: Raw -4935651.875779 + Penalty 5149.372956 = -4930502.502823
  nChanged 57
		SP:Iteration 38Q (4592.660000 sec): 3 clusters
  Score: Raw -4935665.752121 + Penalty 5149.372956 = -4930516.379165
  nChanged 47
		SP:Iteration 39Q (4592.750000 sec): 3 clusters
  Score: Raw -4935675.056040 + Penalty 5149.372956 = -4930525.683083
  nChanged 44
		SP:Iteration 40F (4592.870000 sec): 3 clusters
  Score: Raw -4935684.330919 + Penalty 5149.372956 = -4930534.957963
  nChanged 32
		SP:Iteration 41Q (4592.960000 sec): 3 clusters
  Score: Raw -4935690.372345 + Penalty 5149.372956 = -4930540.999389
  nChanged 28
		SP:Iteration 42Q (4593.060000 sec): 3 clusters
  Score: Raw -4935695.075073 + Penalty 5149.372956 = -4930545.702117
  nChanged 34
		SP:Iteration 43Q (4593.160000 sec): 3 clusters
  Score: Raw -4935700.803839 + Penalty 5149.372956 = -4930551.430883
  nChanged 27
		SP:Iteration 44Q (4593.250000 sec): 3 clusters
  Score: Raw -4935706.021377 + Penalty 5149.372956 = -4930556.648420
  nChanged 27
		SP:Iteration 45Q (4593.350000 sec): 3 clusters
  Score: Raw -4935711.383235 + Penalty 5149.372956 = -4930562.010278
  nChanged 30
		SP:Iteration 46Q (4593.440000 sec): 3 clusters
  Score: Raw -4935718.194339 + Penalty 5149.372956 = -4930568.821383
  nChanged 40
		SP:Iteration 47Q (4593.530000 sec): 3 clusters
  Score: Raw -4935726.241962 + Penalty 5149.372956 = -4930576.869005
  nChanged 33
		SP:Iteration 48Q (4593.620000 sec): 3 clusters
  Score: Raw -4935732.151959 + Penalty 5149.372956 = -4930582.779003
  nChanged 27
		SP:Iteration 49Q (4593.720000 sec): 3 clusters
  Score: Raw -4935737.258867 + Penalty 5149.372956 = -4930587.885911
  nChanged 34
		SP:Iteration 50Q (4593.810000 sec): 3 clusters
  Score: Raw -4935743.729784 + Penalty 5149.372956 = -4930594.356827
  nChanged 31
		SP:Iteration 51Q (4593.900000 sec): 3 clusters
  Score: Raw -4935749.780714 + Penalty 5149.372956 = -4930600.407757
  nChanged 31
		SP:Iteration 52Q (4594.000000 sec): 3 clusters
  Score: Raw -4935755.685073 + Penalty 5149.372956 = -4930606.312117
  nChanged 27
		SP:Iteration 53Q (4594.090000 sec): 3 clusters
  Score: Raw -4935761.938365 + Penalty 5149.372956 = -4930612.565409
  nChanged 34
		SP:Iteration 54Q (4594.180000 sec): 3 clusters
  Score: Raw -4935770.869202 + Penalty 5149.372956 = -4930621.496245
  nChanged 37
		SP:Iteration 55Q (4594.270000 sec): 3 clusters
  Score: Raw -4935780.901533 + Penalty 5149.372956 = -4930631.528577
  nChanged 48
		SP:Iteration 56Q (4594.360000 sec): 3 clusters
  Score: Raw -4935793.205547 + Penalty 5149.372956 = -4930643.832591
  nChanged 41
		SP:Iteration 57Q (4594.450000 sec): 3 clusters
  Score: Raw -4935805.489546 + Penalty 5149.372956 = -4930656.116589
  nChanged 37
		SP:Iteration 58Q (4594.540000 sec): 3 clusters
  Score: Raw -4935815.270996 + Penalty 5149.372956 = -4930665.898039
  nChanged 33
		SP:Iteration 59Q (4594.640000 sec): 3 clusters
  Score: Raw -4935824.375132 + Penalty 5149.372956 = -4930675.002176
  nChanged 35
		SP:Iteration 60F (4594.760000 sec): 3 clusters
  Score: Raw -4935832.907042 + Penalty 5149.372956 = -4930683.534086
  nChanged 26
		SP:Iteration 61Q (4594.850000 sec): 3 clusters
  Score: Raw -4935839.790059 + Penalty 5149.372956 = -4930690.417102
  nChanged 23
		SP:Iteration 62Q (4594.940000 sec): 3 clusters
  Score: Raw -4935846.589250 + Penalty 5149.372956 = -4930697.216294
  nChanged 25
		SP:Iteration 63Q (4595.040000 sec): 3 clusters
  Score: Raw -4935853.048770 + Penalty 5149.372956 = -4930703.675814
  nChanged 26
		SP:Iteration 64Q (4595.130000 sec): 3 clusters
  Score: Raw -4935860.129304 + Penalty 5149.372956 = -4930710.756348
  nChanged 31
		SP:Iteration 65Q (4595.220000 sec): 3 clusters
  Score: Raw -4935871.155059 + Penalty 5149.372956 = -4930721.782103
  nChanged 32
		SP:Iteration 66Q (4595.310000 sec): 3 clusters
  Score: Raw -4935880.028153 + Penalty 5149.372956 = -4930730.655197
  nChanged 26
		SP:Iteration 67Q (4595.400000 sec): 3 clusters
  Score: Raw -4935885.932334 + Penalty 5149.372956 = -4930736.559378
  nChanged 26
		SP:Iteration 68Q (4595.500000 sec): 3 clusters
  Score: Raw -4935892.614107 + Penalty 5149.372956 = -4930743.241151
  nChanged 25
		SP:Iteration 69Q (4595.590000 sec): 3 clusters
  Score: Raw -4935899.643408 + Penalty 5149.372956 = -4930750.270451
  nChanged 22
		SP:Iteration 70Q (4595.680000 sec): 3 clusters
  Score: Raw -4935906.278396 + Penalty 5149.372956 = -4930756.905440
  nChanged 21
		SP:Iteration 71Q (4595.770000 sec): 3 clusters
  Score: Raw -4935912.363207 + Penalty 5149.372956 = -4930762.990250
  nChanged 24
		SP:Iteration 72Q (4595.860000 sec): 3 clusters
  Score: Raw -4935919.898579 + Penalty 5149.372956 = -4930770.525622
  nChanged 26
		SP:Iteration 73Q (4595.960000 sec): 3 clusters
  Score: Raw -4935927.185995 + Penalty 5149.372956 = -4930777.813038
  nChanged 28
		SP:Iteration 74Q (4596.040000 sec): 3 clusters
  Score: Raw -4935936.650415 + Penalty 5149.372956 = -4930787.277459
  nChanged 22
		SP:Iteration 75Q (4596.140000 sec): 3 clusters
  Score: Raw -4935942.505436 + Penalty 5149.372956 = -4930793.132479
  nChanged 23
		SP:Iteration 76Q (4596.230000 sec): 3 clusters
  Score: Raw -4935948.356193 + Penalty 5149.372956 = -4930798.983236
  nChanged 15
		SP:Iteration 77Q (4596.320000 sec): 3 clusters
  Score: Raw -4935953.700177 + Penalty 5149.372956 = -4930804.327221
  nChanged 21
		SP:Iteration 78Q (4596.410000 sec): 3 clusters
  Score: Raw -4935960.494264 + Penalty 5149.372956 = -4930811.121308
  nChanged 26
		SP:Iteration 79Q (4596.500000 sec): 3 clusters
  Score: Raw -4935967.874164 + Penalty 5149.372956 = -4930818.501208
  nChanged 18
		SP:Iteration 80F (4596.620000 sec): 3 clusters
  Score: Raw -4935974.559397 + Penalty 5149.372956 = -4930825.186440
  nChanged 22
		SP:Iteration 81Q (4596.710000 sec): 3 clusters
  Score: Raw -4935980.375705 + Penalty 5149.372956 = -4930831.002749
  nChanged 18
		SP:Iteration 82Q (4596.800000 sec): 3 clusters
  Score: Raw -4935986.087948 + Penalty 5149.372956 = -4930836.714992
  nChanged 18
		SP:Iteration 83Q (4596.890000 sec): 3 clusters
  Score: Raw -4935990.892709 + Penalty 5149.372956 = -4930841.519753
  nChanged 12
		SP:Iteration 84Q (4596.980000 sec): 3 clusters
  Score: Raw -4935995.104140 + Penalty 5149.372956 = -4930845.731184
  nChanged 15
		SP:Iteration 85Q (4597.070000 sec): 3 clusters
  Score: Raw -4935999.598355 + Penalty 5149.372956 = -4930850.225398
  nChanged 14
		SP:Iteration 86Q (4597.160000 sec): 3 clusters
  Score: Raw -4936003.749006 + Penalty 5149.372956 = -4930854.376050
  nChanged 17
		SP:Iteration 87Q (4597.250000 sec): 3 clusters
  Score: Raw -4936009.530709 + Penalty 5149.372956 = -4930860.157753
  nChanged 22
		SP:Iteration 88Q (4597.340000 sec): 3 clusters
  Score: Raw -4936016.609218 + Penalty 5149.372956 = -4930867.236262
  nChanged 20
		SP:Iteration 89Q (4597.430000 sec): 3 clusters
  Score: Raw -4936022.000895 + Penalty 5149.372956 = -4930872.627939
  nChanged 17
		SP:Iteration 90Q (4597.520000 sec): 3 clusters
  Score: Raw -4936025.976463 + Penalty 5149.372956 = -4930876.603506
  nChanged 14
		SP:Iteration 91Q (4597.610000 sec): 3 clusters
  Score: Raw -4936029.692175 + Penalty 5149.372956 = -4930880.319219
  nChanged 12
		SP:Iteration 92Q (4597.700000 sec): 3 clusters
  Score: Raw -4936033.334631 + Penalty 5149.372956 = -4930883.961674
  nChanged 9
		SP:Iteration 93Q (4597.790000 sec): 3 clusters
  Score: Raw -4936035.843798 + Penalty 5149.372956 = -4930886.470841
  nChanged 8
		SP:Iteration 94Q (4597.880000 sec): 3 clusters
  Score: Raw -4936037.549621 + Penalty 5149.372956 = -4930888.176665
  nChanged 6
		SP:Iteration 95Q (4597.970000 sec): 3 clusters
  Score: Raw -4936039.233182 + Penalty 5149.372956 = -4930889.860226
  nChanged 8
		SP:Iteration 96Q (4598.060000 sec): 3 clusters
  Score: Raw -4936041.472825 + Penalty 5149.372956 = -4930892.099869
  nChanged 9
		SP:Iteration 97Q (4598.150000 sec): 3 clusters
  Score: Raw -4936044.476515 + Penalty 5149.372956 = -4930895.103559
  nChanged 8
		SP:Iteration 98Q (4598.240000 sec): 3 clusters
  Score: Raw -4936047.718396 + Penalty 5149.372956 = -4930898.345440
  nChanged 7
		SP:Iteration 99Q (4598.330000 sec): 3 clusters
  Score: Raw -4936050.078788 + Penalty 5149.372956 = -4930900.705831
  nChanged 9
		SP:Iteration 100F (4598.450000 sec): 3 clusters
  Score: Raw -4936052.168162 + Penalty 5149.372956 = -4930902.795206
  nChanged 5
		SP:Iteration 101Q (4598.540000 sec): 3 clusters
  Score: Raw -4936053.206728 + Penalty 5149.372956 = -4930903.833772
  nChanged 2
		SP:Iteration 102Q (4598.620000 sec): 3 clusters
  Score: Raw -4936054.013470 + Penalty 5149.372956 = -4930904.640514
  nChanged 0
		SP:Iteration 103F (4598.740000 sec): 3 clusters
  Score: Raw -4936054.013470 + Penalty 5149.372956 = -4930904.640514
  nChanged 0
Deleting Class 31 (158 points): Lose 1849.396383 but Gain 3374.686117
Iteration 59Q (4606.830000 sec): 31 clusters
  Score: Raw -117596618.312080 + Penalty 101240.583519 = -117495377.728561
  nChanged 2250
Deleting Class 29 (311 points): Lose 3353.489515 but Gain 3374.686117
Iteration 60F (4638.820000 sec): 30 clusters
  Score: Raw -117596041.157344 + Penalty 97865.897402 = -117498175.259942
  nChanged 2214
Iteration 61Q (4646.810000 sec): 30 clusters
  Score: Raw -117598852.871028 + Penalty 97865.897402 = -117500986.973626
  nChanged 1706
Iteration 62Q (4654.810000 sec): 30 clusters
  Score: Raw -117599311.925384 + Penalty 97865.897402 = -117501446.027983
  nChanged 1481
Iteration 63Q (4662.760000 sec): 30 clusters
  Score: Raw -117599549.725556 + Penalty 97865.897402 = -117501683.828154
  nChanged 1229
Iteration 64Q (4670.710000 sec): 30 clusters
  Score: Raw -117599682.507726 + Penalty 97865.897402 = -117501816.610324
  nChanged 1101
Iteration 65Q (4678.640000 sec): 30 clusters
  Score: Raw -117599784.330017 + Penalty 97865.897402 = -117501918.432615
  nChanged 972
Iteration 66Q (4686.580000 sec): 30 clusters
  Score: Raw -117599864.346463 + Penalty 97865.897402 = -117501998.449061
  nChanged 838
Iteration 67Q (4694.510000 sec): 30 clusters
  Score: Raw -117599916.988733 + Penalty 97865.897402 = -117502051.091332
  nChanged 752
Iteration 68Q (4702.430000 sec): 30 clusters
  Score: Raw -117599996.544800 + Penalty 97865.897402 = -117502130.647398
  nChanged 705
Iteration 69Q (4710.380000 sec): 30 clusters
  Score: Raw -117600043.898112 + Penalty 97865.897402 = -117502178.000711
  nChanged 686
Iteration 70Q (4718.280000 sec): 30 clusters
  Score: Raw -117600107.375234 + Penalty 97865.897402 = -117502241.477833
  nChanged 663
Iteration 71Q (4726.200000 sec): 30 clusters
  Score: Raw -117600215.618237 + Penalty 97865.897402 = -117502349.720836
  nChanged 598
Iteration 72Q (4734.100000 sec): 30 clusters
  Score: Raw -117600294.180010 + Penalty 97865.897402 = -117502428.282608
  nChanged 567
Iteration 73Q (4742.000000 sec): 30 clusters
  Score: Raw -117600345.122982 + Penalty 97865.897402 = -117502479.225580
  nChanged 524
Iteration 74Q (4749.890000 sec): 30 clusters
  Score: Raw -117600385.924317 + Penalty 97865.897402 = -117502520.026915
  nChanged 479
Iteration 75Q (4757.770000 sec): 30 clusters
  Score: Raw -117600411.798880 + Penalty 97865.897402 = -117502545.901478
  nChanged 448
Iteration 76Q (4765.670000 sec): 30 clusters
  Score: Raw -117600430.609516 + Penalty 97865.897402 = -117502564.712114
  nChanged 390
Iteration 77Q (4773.560000 sec): 30 clusters
  Score: Raw -117600446.283011 + Penalty 97865.897402 = -117502580.385609
  nChanged 351
Iteration 78Q (4781.450000 sec): 30 clusters
  Score: Raw -117600460.532973 + Penalty 97865.897402 = -117502594.635572
  nChanged 343
Iteration 79Q (4789.340000 sec): 30 clusters
  Score: Raw -117600472.261813 + Penalty 97865.897402 = -117502606.364411
  nChanged 334
Iteration 80F (4820.390000 sec): 30 clusters
  Score: Raw -117600592.053810 + Penalty 97865.897402 = -117502726.156408
  nChanged 319
Iteration 81Q (4828.330000 sec): 30 clusters
  Score: Raw -117600738.497922 + Penalty 97865.897402 = -117502872.600521
  nChanged 286
Iteration 82Q (4836.250000 sec): 30 clusters
  Score: Raw -117600825.963951 + Penalty 97865.897402 = -117502960.066549
  nChanged 290
Iteration 83Q (4844.190000 sec): 30 clusters
  Score: Raw -117600860.914698 + Penalty 97865.897402 = -117502995.017297
  nChanged 286
Iteration 84Q (4852.110000 sec): 30 clusters
  Score: Raw -117600885.634725 + Penalty 97865.897402 = -117503019.737324
  nChanged 257
Iteration 85Q (4860.030000 sec): 30 clusters
  Score: Raw -117600895.221330 + Penalty 97865.897402 = -117503029.323928
  nChanged 227
Iteration 86Q (4867.980000 sec): 30 clusters
  Score: Raw -117600903.061254 + Penalty 97865.897402 = -117503037.163853
  nChanged 210
Iteration 87Q (4875.920000 sec): 30 clusters
  Score: Raw -117600910.587576 + Penalty 97865.897402 = -117503044.690175
  nChanged 181
Iteration 88Q (4883.850000 sec): 30 clusters
  Score: Raw -117600916.390058 + Penalty 97865.897402 = -117503050.492657
  nChanged 179
Iteration 89Q (4891.800000 sec): 30 clusters
  Score: Raw -117600921.514868 + Penalty 97865.897402 = -117503055.617466
  nChanged 169
Iteration 90Q (4899.720000 sec): 30 clusters
  Score: Raw -117600926.794401 + Penalty 97865.897402 = -117503060.896999
  nChanged 140
Iteration 91Q (4907.680000 sec): 30 clusters
  Score: Raw -117600931.595221 + Penalty 97865.897402 = -117503065.697819
  nChanged 150
Iteration 92Q (4915.630000 sec): 30 clusters
  Score: Raw -117600936.204715 + Penalty 97865.897402 = -117503070.307313
  nChanged 140
Iteration 93Q (4923.580000 sec): 30 clusters
  Score: Raw -117600940.816523 + Penalty 97865.897402 = -117503074.919121
  nChanged 140
Iteration 94Q (4931.540000 sec): 30 clusters
  Score: Raw -117600945.659527 + Penalty 97865.897402 = -117503079.762125
  nChanged 123
Iteration 95Q (4939.480000 sec): 30 clusters
  Score: Raw -117600950.073165 + Penalty 97865.897402 = -117503084.175763
  nChanged 103
Iteration 96Q (4947.400000 sec): 30 clusters
  Score: Raw -117600954.316074 + Penalty 97865.897402 = -117503088.418672
  nChanged 101
Iteration 97Q (4955.310000 sec): 30 clusters
  Score: Raw -117600958.277402 + Penalty 97865.897402 = -117503092.380001
  nChanged 107
Iteration 98Q (4963.290000 sec): 30 clusters
  Score: Raw -117600962.997859 + Penalty 97865.897402 = -117503097.100457
  nChanged 101
Writing temp clu file 
Because OldScore, -117503092.380001, is greater than current (better) Score,-117503097.100457 
 Compute initial score before splitting:   Score: Raw -117600962.997859 + Penalty 97865.897402 = -117503097.100457
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4963.450000 sec): 2 clusters
  Score: Raw -1044733.023530 + Penalty 2200.028897 = -1042532.994633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4963.470000 sec): 3 clusters
  Score: Raw -1041102.376651 + Penalty 4400.057795 = -1036702.318856
  nChanged 2803
		SP:Iteration 1F (4963.500000 sec): 3 clusters
  Score: Raw -1042666.443963 + Penalty 4400.057795 = -1038266.386168
  nChanged 470
		SP:Iteration 2F (4963.520000 sec): 3 clusters
  Score: Raw -1042886.605049 + Penalty 4400.057795 = -1038486.547254
  nChanged 325
		SP:Iteration 3Q (4963.550000 sec): 3 clusters
  Score: Raw -1043027.003872 + Penalty 4400.057795 = -1038626.946077
  nChanged 259
		SP:Iteration 4Q (4963.580000 sec): 3 clusters
  Score: Raw -1043144.281213 + Penalty 4400.057795 = -1038744.223418
  nChanged 225
		SP:Iteration 5Q (4963.600000 sec): 3 clusters
  Score: Raw -1043241.242948 + Penalty 4400.057795 = -1038841.185153
  nChanged 177
		SP:Iteration 6Q (4963.630000 sec): 3 clusters
  Score: Raw -1043309.999806 + Penalty 4400.057795 = -1038909.942012
  nChanged 142
		SP:Iteration 7Q (4963.650000 sec): 3 clusters
  Score: Raw -1043368.433676 + Penalty 4400.057795 = -1038968.375881
  nChanged 130
		SP:Iteration 8Q (4963.680000 sec): 3 clusters
  Score: Raw -1043424.487800 + Penalty 4400.057795 = -1039024.430005
  nChanged 135
		SP:Iteration 9Q (4963.700000 sec): 3 clusters
  Score: Raw -1043487.295056 + Penalty 4400.057795 = -1039087.237261
  nChanged 144
		SP:Iteration 10Q (4963.730000 sec): 3 clusters
  Score: Raw -1043553.958211 + Penalty 4400.057795 = -1039153.900416
  nChanged 154
		SP:Iteration 11Q (4963.750000 sec): 3 clusters
  Score: Raw -1043624.042754 + Penalty 4400.057795 = -1039223.984959
  nChanged 146
		SP:Iteration 12Q (4963.780000 sec): 3 clusters
  Score: Raw -1043696.271649 + Penalty 4400.057795 = -1039296.213854
  nChanged 157
		SP:Iteration 13Q (4963.800000 sec): 3 clusters
  Score: Raw -1043785.173803 + Penalty 4400.057795 = -1039385.116008
  nChanged 164
		SP:Iteration 14Q (4963.830000 sec): 3 clusters
  Score: Raw -1043886.265200 + Penalty 4400.057795 = -1039486.207405
  nChanged 177
		SP:Iteration 15Q (4963.860000 sec): 3 clusters
  Score: Raw -1043995.800675 + Penalty 4400.057795 = -1039595.742880
  nChanged 193
		SP:Iteration 16Q (4963.880000 sec): 3 clusters
  Score: Raw -1044110.133372 + Penalty 4400.057795 = -1039710.075577
  nChanged 179
		SP:Iteration 17Q (4963.900000 sec): 3 clusters
  Score: Raw -1044208.298858 + Penalty 4400.057795 = -1039808.241063
  nChanged 161
		SP:Iteration 18Q (4963.930000 sec): 3 clusters
  Score: Raw -1044291.380890 + Penalty 4400.057795 = -1039891.323095
  nChanged 160
		SP:Iteration 19Q (4963.950000 sec): 3 clusters
  Score: Raw -1044382.068280 + Penalty 4400.057795 = -1039982.010485
  nChanged 155
		SP:Iteration 20F (4963.980000 sec): 3 clusters
  Score: Raw -1044461.287800 + Penalty 4400.057795 = -1040061.230005
  nChanged 114
		SP:Iteration 21Q (4964.000000 sec): 3 clusters
  Score: Raw -1044511.917430 + Penalty 4400.057795 = -1040111.859635
  nChanged 94
		SP:Iteration 22Q (4964.020000 sec): 3 clusters
  Score: Raw -1044553.019839 + Penalty 4400.057795 = -1040152.962044
  nChanged 91
		SP:Iteration 23Q (4964.040000 sec): 3 clusters
  Score: Raw -1044588.796925 + Penalty 4400.057795 = -1040188.739130
  nChanged 80
		SP:Iteration 24Q (4964.070000 sec): 3 clusters
  Score: Raw -1044620.546184 + Penalty 4400.057795 = -1040220.488389
  nChanged 66
		SP:Iteration 25Q (4964.090000 sec): 3 clusters
  Score: Raw -1044643.716844 + Penalty 4400.057795 = -1040243.659049
  nChanged 68
		SP:Iteration 26Q (4964.120000 sec): 3 clusters
  Score: Raw -1044667.578828 + Penalty 4400.057795 = -1040267.521033
  nChanged 51
		SP:Iteration 27Q (4964.140000 sec): 3 clusters
  Score: Raw -1044683.042038 + Penalty 4400.057795 = -1040282.984243
  nChanged 44
		SP:Iteration 28Q (4964.160000 sec): 3 clusters
  Score: Raw -1044696.140105 + Penalty 4400.057795 = -1040296.082310
  nChanged 37
		SP:Iteration 29Q (4964.180000 sec): 3 clusters
  Score: Raw -1044708.006601 + Penalty 4400.057795 = -1040307.948806
  nChanged 30
		SP:Iteration 30Q (4964.210000 sec): 3 clusters
  Score: Raw -1044718.531807 + Penalty 4400.057795 = -1040318.474012
  nChanged 30
		SP:Iteration 31Q (4964.230000 sec): 3 clusters
  Score: Raw -1044730.120090 + Penalty 4400.057795 = -1040330.062295
  nChanged 34
		SP:Iteration 32Q (4964.250000 sec): 3 clusters
  Score: Raw -1044740.204715 + Penalty 4400.057795 = -1040340.146920
  nChanged 35
		SP:Iteration 33Q (4964.280000 sec): 3 clusters
  Score: Raw -1044751.366946 + Penalty 4400.057795 = -1040351.309151
  nChanged 33
		SP:Iteration 34Q (4964.300000 sec): 3 clusters
  Score: Raw -1044761.780462 + Penalty 4400.057795 = -1040361.722667
  nChanged 28
		SP:Iteration 35Q (4964.320000 sec): 3 clusters
  Score: Raw -1044771.551721 + Penalty 4400.057795 = -1040371.493926
  nChanged 31
		SP:Iteration 36Q (4964.340000 sec): 3 clusters
  Score: Raw -1044782.733139 + Penalty 4400.057795 = -1040382.675344
  nChanged 30
		SP:Iteration 37Q (4964.360000 sec): 3 clusters
  Score: Raw -1044792.094986 + Penalty 4400.057795 = -1040392.037191
  nChanged 27
		SP:Iteration 38Q (4964.390000 sec): 3 clusters
  Score: Raw -1044800.875533 + Penalty 4400.057795 = -1040400.817738
  nChanged 35
		SP:Iteration 39Q (4964.410000 sec): 3 clusters
  Score: Raw -1044810.770359 + Penalty 4400.057795 = -1040410.712564
  nChanged 24
		SP:Iteration 40F (4964.440000 sec): 3 clusters
  Score: Raw -1044818.577221 + Penalty 4400.057795 = -1040418.519426
  nChanged 27
		SP:Iteration 41Q (4964.460000 sec): 3 clusters
  Score: Raw -1044828.188909 + Penalty 4400.057795 = -1040428.131114
  nChanged 31
		SP:Iteration 42Q (4964.480000 sec): 3 clusters
  Score: Raw -1044840.549439 + Penalty 4400.057795 = -1040440.491644
  nChanged 32
		SP:Iteration 43Q (4964.510000 sec): 3 clusters
  Score: Raw -1044852.968202 + Penalty 4400.057795 = -1040452.910407
  nChanged 31
		SP:Iteration 44Q (4964.530000 sec): 3 clusters
  Score: Raw -1044865.918042 + Penalty 4400.057795 = -1040465.860247
  nChanged 35
		SP:Iteration 45Q (4964.550000 sec): 3 clusters
  Score: Raw -1044879.466691 + Penalty 4400.057795 = -1040479.408896
  nChanged 31
		SP:Iteration 46Q (4964.580000 sec): 3 clusters
  Score: Raw -1044891.578050 + Penalty 4400.057795 = -1040491.520255
  nChanged 30
		SP:Iteration 47Q (4964.600000 sec): 3 clusters
  Score: Raw -1044901.036375 + Penalty 4400.057795 = -1040500.978580
  nChanged 25
		SP:Iteration 48Q (4964.620000 sec): 3 clusters
  Score: Raw -1044908.799873 + Penalty 4400.057795 = -1040508.742078
  nChanged 25
		SP:Iteration 49Q (4964.640000 sec): 3 clusters
  Score: Raw -1044917.070502 + Penalty 4400.057795 = -1040517.012707
  nChanged 20
		SP:Iteration 50Q (4964.670000 sec): 3 clusters
  Score: Raw -1044923.206751 + Penalty 4400.057795 = -1040523.148956
  nChanged 13
		SP:Iteration 51Q (4964.690000 sec): 3 clusters
  Score: Raw -1044928.381089 + Penalty 4400.057795 = -1040528.323294
  nChanged 13
		SP:Iteration 52Q (4964.710000 sec): 3 clusters
  Score: Raw -1044932.613411 + Penalty 4400.057795 = -1040532.555616
  nChanged 8
		SP:Iteration 53Q (4964.730000 sec): 3 clusters
  Score: Raw -1044935.429019 + Penalty 4400.057795 = -1040535.371224
  nChanged 7
		SP:Iteration 54Q (4964.750000 sec): 3 clusters
  Score: Raw -1044937.630326 + Penalty 4400.057795 = -1040537.572532
  nChanged 9
		SP:Iteration 55Q (4964.770000 sec): 3 clusters
  Score: Raw -1044942.648733 + Penalty 4400.057795 = -1040542.590938
  nChanged 10
		SP:Iteration 56Q (4964.790000 sec): 3 clusters
  Score: Raw -1044944.934759 + Penalty 4400.057795 = -1040544.876964
  nChanged 4
		SP:Iteration 57Q (4964.820000 sec): 3 clusters
  Score: Raw -1044945.972970 + Penalty 4400.057795 = -1040545.915175
  nChanged 1
		SP:Iteration 58Q (4964.840000 sec): 3 clusters
  Score: Raw -1044946.336858 + Penalty 4400.057795 = -1040546.279063
  nChanged 0
		SP:Iteration 59F (4964.870000 sec): 3 clusters
  Score: Raw -1044946.336858 + Penalty 4400.057795 = -1040546.279063
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4964.890000 sec): 2 clusters
  Score: Raw -1037330.277472 + Penalty 2201.971013 = -1035128.306458
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4964.910000 sec): 3 clusters
  Score: Raw -1033686.248270 + Penalty 4403.942027 = -1029282.306243
  nChanged 2833
		SP:Iteration 1F (4964.940000 sec): 3 clusters
  Score: Raw -1035214.515235 + Penalty 4403.942027 = -1030810.573208
  nChanged 523
		SP:Iteration 2F (4964.970000 sec): 3 clusters
  Score: Raw -1035535.384742 + Penalty 4403.942027 = -1031131.442715
  nChanged 409
		SP:Iteration 3F (4964.990000 sec): 3 clusters
  Score: Raw -1035743.588208 + Penalty 4403.942027 = -1031339.646181
  nChanged 323
		SP:Iteration 4Q (4965.020000 sec): 3 clusters
  Score: Raw -1035917.995691 + Penalty 4403.942027 = -1031514.053664
  nChanged 280
		SP:Iteration 5Q (4965.050000 sec): 3 clusters
  Score: Raw -1036063.584021 + Penalty 4403.942027 = -1031659.641994
  nChanged 247
		SP:Iteration 6Q (4965.070000 sec): 3 clusters
  Score: Raw -1036188.439368 + Penalty 4403.942027 = -1031784.497341
  nChanged 217
		SP:Iteration 7Q (4965.100000 sec): 3 clusters
  Score: Raw -1036287.339489 + Penalty 4403.942027 = -1031883.397462
  nChanged 185
		SP:Iteration 8Q (4965.120000 sec): 3 clusters
  Score: Raw -1036372.304372 + Penalty 4403.942027 = -1031968.362345
  nChanged 171
		SP:Iteration 9Q (4965.150000 sec): 3 clusters
  Score: Raw -1036459.000126 + Penalty 4403.942027 = -1032055.058099
  nChanged 181
		SP:Iteration 10Q (4965.170000 sec): 3 clusters
  Score: Raw -1036547.813267 + Penalty 4403.942027 = -1032143.871240
  nChanged 172
		SP:Iteration 11Q (4965.200000 sec): 3 clusters
  Score: Raw -1036640.647620 + Penalty 4403.942027 = -1032236.705593
  nChanged 177
		SP:Iteration 12Q (4965.230000 sec): 3 clusters
  Score: Raw -1036733.726208 + Penalty 4403.942027 = -1032329.784182
  nChanged 151
		SP:Iteration 13Q (4965.250000 sec): 3 clusters
  Score: Raw -1036820.347964 + Penalty 4403.942027 = -1032416.405937
  nChanged 166
		SP:Iteration 14Q (4965.280000 sec): 3 clusters
  Score: Raw -1036908.399679 + Penalty 4403.942027 = -1032504.457652
  nChanged 141
		SP:Iteration 15Q (4965.300000 sec): 3 clusters
  Score: Raw -1036973.762324 + Penalty 4403.942027 = -1032569.820297
  nChanged 119
		SP:Iteration 16Q (4965.330000 sec): 3 clusters
  Score: Raw -1037025.809378 + Penalty 4403.942027 = -1032621.867351
  nChanged 110
		SP:Iteration 17Q (4965.350000 sec): 3 clusters
  Score: Raw -1037077.322982 + Penalty 4403.942027 = -1032673.380956
  nChanged 115
		SP:Iteration 18Q (4965.380000 sec): 3 clusters
  Score: Raw -1037134.960494 + Penalty 4403.942027 = -1032731.018468
  nChanged 107
		SP:Iteration 19Q (4965.400000 sec): 3 clusters
  Score: Raw -1037185.084497 + Penalty 4403.942027 = -1032781.142470
  nChanged 78
		SP:Iteration 20F (4965.430000 sec): 3 clusters
  Score: Raw -1037220.384250 + Penalty 4403.942027 = -1032816.442223
  nChanged 86
		SP:Iteration 21Q (4965.450000 sec): 3 clusters
  Score: Raw -1037259.538182 + Penalty 4403.942027 = -1032855.596155
  nChanged 70
		SP:Iteration 22Q (4965.480000 sec): 3 clusters
  Score: Raw -1037288.610726 + Penalty 4403.942027 = -1032884.668699
  nChanged 70
		SP:Iteration 23Q (4965.500000 sec): 3 clusters
  Score: Raw -1037317.222099 + Penalty 4403.942027 = -1032913.280072
  nChanged 63
		SP:Iteration 24Q (4965.530000 sec): 3 clusters
  Score: Raw -1037343.862508 + Penalty 4403.942027 = -1032939.920481
  nChanged 62
		SP:Iteration 25Q (4965.550000 sec): 3 clusters
  Score: Raw -1037368.810738 + Penalty 4403.942027 = -1032964.868711
  nChanged 50
		SP:Iteration 26Q (4965.570000 sec): 3 clusters
  Score: Raw -1037385.158080 + Penalty 4403.942027 = -1032981.216053
  nChanged 37
		SP:Iteration 27Q (4965.600000 sec): 3 clusters
  Score: Raw -1037395.529632 + Penalty 4403.942027 = -1032991.587605
  nChanged 26
		SP:Iteration 28Q (4965.620000 sec): 3 clusters
  Score: Raw -1037404.403926 + Penalty 4403.942027 = -1033000.461899
  nChanged 26
		SP:Iteration 29Q (4965.650000 sec): 3 clusters
  Score: Raw -1037411.261120 + Penalty 4403.942027 = -1033007.319094
  nChanged 18
		SP:Iteration 30Q (4965.670000 sec): 3 clusters
  Score: Raw -1037415.505055 + Penalty 4403.942027 = -1033011.563028
  nChanged 11
		SP:Iteration 31Q (4965.690000 sec): 3 clusters
  Score: Raw -1037418.481281 + Penalty 4403.942027 = -1033014.539254
  nChanged 6
		SP:Iteration 32Q (4965.720000 sec): 3 clusters
  Score: Raw -1037420.004758 + Penalty 4403.942027 = -1033016.062731
  nChanged 4
		SP:Iteration 33Q (4965.740000 sec): 3 clusters
  Score: Raw -1037420.785602 + Penalty 4403.942027 = -1033016.843575
  nChanged 2
		SP:Iteration 34Q (4965.760000 sec): 3 clusters
  Score: Raw -1037421.051070 + Penalty 4403.942027 = -1033017.109043
  nChanged 1
		SP:Iteration 35Q (4965.790000 sec): 3 clusters
  Score: Raw -1037421.151501 + Penalty 4403.942027 = -1033017.209474
  nChanged 1
		SP:Iteration 36Q (4965.810000 sec): 3 clusters
  Score: Raw -1037421.212957 + Penalty 4403.942027 = -1033017.270930
  nChanged 0
		SP:Iteration 37F (4965.840000 sec): 3 clusters
  Score: Raw -1037421.212957 + Penalty 4403.942027 = -1033017.270930
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (26943 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4965.930000 sec): 2 clusters
  Score: Raw -3981165.772078 + Penalty 2529.966743 = -3978635.805335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4966.030000 sec): 3 clusters
  Score: Raw -3965119.575611 + Penalty 5059.933486 = -3960059.642125
  nChanged 11984
		SP:Iteration 1F (4966.130000 sec): 3 clusters
  Score: Raw -3971637.934159 + Penalty 5059.933486 = -3966578.000673
  nChanged 1358
		SP:Iteration 2F (4966.220000 sec): 3 clusters
  Score: Raw -3972101.859885 + Penalty 5059.933486 = -3967041.926399
  nChanged 1250
		SP:Iteration 3Q (4966.320000 sec): 3 clusters
  Score: Raw -3972537.086584 + Penalty 5059.933486 = -3967477.153098
  nChanged 1208
		SP:Iteration 4Q (4966.420000 sec): 3 clusters
  Score: Raw -3972981.763821 + Penalty 5059.933486 = -3967921.830335
  nChanged 1202
		SP:Iteration 5Q (4966.520000 sec): 3 clusters
  Score: Raw -3973480.584275 + Penalty 5059.933486 = -3968420.650789
  nChanged 1290
		SP:Iteration 6Q (4966.620000 sec): 3 clusters
  Score: Raw -3974103.334514 + Penalty 5059.933486 = -3969043.401028
  nChanged 1505
		SP:Iteration 7F (4966.710000 sec): 3 clusters
  Score: Raw -3974984.144797 + Penalty 5059.933486 = -3969924.211311
  nChanged 1612
		SP:Iteration 8F (4966.810000 sec): 3 clusters
  Score: Raw -3976099.678488 + Penalty 5059.933486 = -3971039.745002
  nChanged 1639
		SP:Iteration 9F (4966.910000 sec): 3 clusters
  Score: Raw -3977322.264539 + Penalty 5059.933486 = -3972262.331053
  nChanged 1422
		SP:Iteration 10F (4967.000000 sec): 3 clusters
  Score: Raw -3978488.526807 + Penalty 5059.933486 = -3973428.593321
  nChanged 1142
		SP:Iteration 11Q (4967.100000 sec): 3 clusters
  Score: Raw -3979484.327321 + Penalty 5059.933486 = -3974424.393835
  nChanged 792
		SP:Iteration 12Q (4967.190000 sec): 3 clusters
  Score: Raw -3980165.842174 + Penalty 5059.933486 = -3975105.908688
  nChanged 530
		SP:Iteration 13Q (4967.280000 sec): 3 clusters
  Score: Raw -3980593.478887 + Penalty 5059.933486 = -3975533.545401
  nChanged 374
		SP:Iteration 14Q (4967.360000 sec): 3 clusters
  Score: Raw -3980874.889730 + Penalty 5059.933486 = -3975814.956244
  nChanged 272
		SP:Iteration 15Q (4967.440000 sec): 3 clusters
  Score: Raw -3981055.986332 + Penalty 5059.933486 = -3975996.052846
  nChanged 201
		SP:Iteration 16Q (4967.520000 sec): 3 clusters
  Score: Raw -3981179.888530 + Penalty 5059.933486 = -3976119.955044
  nChanged 172
		SP:Iteration 17Q (4967.590000 sec): 3 clusters
  Score: Raw -3981272.460514 + Penalty 5059.933486 = -3976212.527028
  nChanged 126
		SP:Iteration 18Q (4967.660000 sec): 3 clusters
  Score: Raw -3981329.495660 + Penalty 5059.933486 = -3976269.562174
  nChanged 92
		SP:Iteration 19Q (4967.740000 sec): 3 clusters
  Score: Raw -3981375.130423 + Penalty 5059.933486 = -3976315.196937
  nChanged 72
		SP:Iteration 20F (4967.840000 sec): 3 clusters
  Score: Raw -3981406.612771 + Penalty 5059.933486 = -3976346.679285
  nChanged 63
		SP:Iteration 21Q (4967.910000 sec): 3 clusters
  Score: Raw -3981429.977098 + Penalty 5059.933486 = -3976370.043612
  nChanged 56
		SP:Iteration 22Q (4967.980000 sec): 3 clusters
  Score: Raw -3981448.063907 + Penalty 5059.933486 = -3976388.130421
  nChanged 33
		SP:Iteration 23Q (4968.050000 sec): 3 clusters
  Score: Raw -3981457.735616 + Penalty 5059.933486 = -3976397.802130
  nChanged 24
		SP:Iteration 24Q (4968.120000 sec): 3 clusters
  Score: Raw -3981465.970727 + Penalty 5059.933486 = -3976406.037241
  nChanged 30
		SP:Iteration 25Q (4968.200000 sec): 3 clusters
  Score: Raw -3981476.498315 + Penalty 5059.933486 = -3976416.564829
  nChanged 24
		SP:Iteration 26Q (4968.270000 sec): 3 clusters
  Score: Raw -3981483.844158 + Penalty 5059.933486 = -3976423.910672
  nChanged 26
		SP:Iteration 27Q (4968.340000 sec): 3 clusters
  Score: Raw -3981492.919532 + Penalty 5059.933486 = -3976432.986046
  nChanged 22
		SP:Iteration 28Q (4968.410000 sec): 3 clusters
  Score: Raw -3981500.351982 + Penalty 5059.933486 = -3976440.418496
  nChanged 16
		SP:Iteration 29Q (4968.480000 sec): 3 clusters
  Score: Raw -3981506.181627 + Penalty 5059.933486 = -3976446.248141
  nChanged 18
		SP:Iteration 30Q (4968.560000 sec): 3 clusters
  Score: Raw -3981510.946644 + Penalty 5059.933486 = -3976451.013158
  nChanged 14
		SP:Iteration 31Q (4968.630000 sec): 3 clusters
  Score: Raw -3981515.186101 + Penalty 5059.933486 = -3976455.252615
  nChanged 11
		SP:Iteration 32Q (4968.700000 sec): 3 clusters
  Score: Raw -3981518.157056 + Penalty 5059.933486 = -3976458.223570
  nChanged 14
		SP:Iteration 33Q (4968.770000 sec): 3 clusters
  Score: Raw -3981521.944017 + Penalty 5059.933486 = -3976462.010531
  nChanged 6
		SP:Iteration 34Q (4968.840000 sec): 3 clusters
  Score: Raw -3981523.471351 + Penalty 5059.933486 = -3976463.537865
  nChanged 10
		SP:Iteration 35Q (4968.910000 sec): 3 clusters
  Score: Raw -3981526.374772 + Penalty 5059.933486 = -3976466.441286
  nChanged 6
		SP:Iteration 36Q (4968.980000 sec): 3 clusters
  Score: Raw -3981528.647652 + Penalty 5059.933486 = -3976468.714166
  nChanged 7
		SP:Iteration 37Q (4969.060000 sec): 3 clusters
  Score: Raw -3981531.709647 + Penalty 5059.933486 = -3976471.776161
  nChanged 8
		SP:Iteration 38Q (4969.120000 sec): 3 clusters
  Score: Raw -3981534.220881 + Penalty 5059.933486 = -3976474.287395
  nChanged 6
		SP:Iteration 39Q (4969.200000 sec): 3 clusters
  Score: Raw -3981536.196607 + Penalty 5059.933486 = -3976476.263121
  nChanged 7
		SP:Iteration 40F (4969.290000 sec): 3 clusters
  Score: Raw -3981538.329531 + Penalty 5059.933486 = -3976478.396045
  nChanged 7
		SP:Iteration 41Q (4969.360000 sec): 3 clusters
  Score: Raw -3981539.818556 + Penalty 5059.933486 = -3976479.885070
  nChanged 2
		SP:Iteration 42Q (4969.440000 sec): 3 clusters
  Score: Raw -3981540.460240 + Penalty 5059.933486 = -3976480.526754
  nChanged 2
		SP:Iteration 43Q (4969.500000 sec): 3 clusters
  Score: Raw -3981541.049012 + Penalty 5059.933486 = -3976481.115526
  nChanged 4
		SP:Iteration 44Q (4969.580000 sec): 3 clusters
  Score: Raw -3981541.928637 + Penalty 5059.933486 = -3976481.995151
  nChanged 2
		SP:Iteration 45Q (4969.650000 sec): 3 clusters
  Score: Raw -3981542.161754 + Penalty 5059.933486 = -3976482.228268
  nChanged 2
		SP:Iteration 46Q (4969.720000 sec): 3 clusters
  Score: Raw -3981542.574127 + Penalty 5059.933486 = -3976482.640641
  nChanged 1
		SP:Iteration 47Q (4969.790000 sec): 3 clusters
  Score: Raw -3981542.836466 + Penalty 5059.933486 = -3976482.902980
  nChanged 0
		SP:Iteration 48F (4969.880000 sec): 3 clusters
  Score: Raw -3981542.836466 + Penalty 5059.933486 = -3976482.902980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (23767 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4969.960000 sec): 2 clusters
  Score: Raw -3294358.032165 + Penalty 2498.861229 = -3291859.170936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4970.050000 sec): 3 clusters
  Score: Raw -3280411.202659 + Penalty 4997.722458 = -3275413.480201
  nChanged 10489
		SP:Iteration 1F (4970.130000 sec): 3 clusters
  Score: Raw -3286291.937925 + Penalty 4997.722458 = -3281294.215467
  nChanged 1387
		SP:Iteration 2F (4970.220000 sec): 3 clusters
  Score: Raw -3286874.960406 + Penalty 4997.722458 = -3281877.237948
  nChanged 1253
		SP:Iteration 3F (4970.300000 sec): 3 clusters
  Score: Raw -3287450.167960 + Penalty 4997.722458 = -3282452.445502
  nChanged 1223
		SP:Iteration 4F (4970.390000 sec): 3 clusters
  Score: Raw -3288061.621820 + Penalty 4997.722458 = -3283063.899362
  nChanged 1210
		SP:Iteration 5F (4970.480000 sec): 3 clusters
  Score: Raw -3288697.863088 + Penalty 4997.722458 = -3283700.140630
  nChanged 1212
		SP:Iteration 6F (4970.560000 sec): 3 clusters
  Score: Raw -3289334.378722 + Penalty 4997.722458 = -3284336.656264
  nChanged 1167
		SP:Iteration 7Q (4970.650000 sec): 3 clusters
  Score: Raw -3290010.520889 + Penalty 4997.722458 = -3285012.798430
  nChanged 1120
		SP:Iteration 8Q (4970.740000 sec): 3 clusters
  Score: Raw -3290720.533349 + Penalty 4997.722458 = -3285722.810891
  nChanged 1049
		SP:Iteration 9Q (4970.820000 sec): 3 clusters
  Score: Raw -3291473.662014 + Penalty 4997.722458 = -3286475.939556
  nChanged 1000
		SP:Iteration 10Q (4970.910000 sec): 3 clusters
  Score: Raw -3292137.232188 + Penalty 4997.722458 = -3287139.509730
  nChanged 837
		SP:Iteration 11Q (4971.000000 sec): 3 clusters
  Score: Raw -3292570.676624 + Penalty 4997.722458 = -3287572.954166
  nChanged 597
		SP:Iteration 12Q (4971.080000 sec): 3 clusters
  Score: Raw -3292825.272422 + Penalty 4997.722458 = -3287827.549963
  nChanged 429
		SP:Iteration 13Q (4971.170000 sec): 3 clusters
  Score: Raw -3292981.574280 + Penalty 4997.722458 = -3287983.851822
  nChanged 309
		SP:Iteration 14Q (4971.250000 sec): 3 clusters
  Score: Raw -3293079.874482 + Penalty 4997.722458 = -3288082.152024
  nChanged 248
		SP:Iteration 15Q (4971.330000 sec): 3 clusters
  Score: Raw -3293156.296166 + Penalty 4997.722458 = -3288158.573708
  nChanged 221
		SP:Iteration 16Q (4971.410000 sec): 3 clusters
  Score: Raw -3293217.835515 + Penalty 4997.722458 = -3288220.113057
  nChanged 198
		SP:Iteration 17Q (4971.490000 sec): 3 clusters
  Score: Raw -3293274.322799 + Penalty 4997.722458 = -3288276.600341
  nChanged 199
		SP:Iteration 18Q (4971.570000 sec): 3 clusters
  Score: Raw -3293330.934698 + Penalty 4997.722458 = -3288333.212240
  nChanged 190
		SP:Iteration 19Q (4971.650000 sec): 3 clusters
  Score: Raw -3293379.551605 + Penalty 4997.722458 = -3288381.829147
  nChanged 178
		SP:Iteration 20F (4971.740000 sec): 3 clusters
  Score: Raw -3293427.771725 + Penalty 4997.722458 = -3288430.049267
  nChanged 191
		SP:Iteration 21Q (4971.820000 sec): 3 clusters
  Score: Raw -3293476.841525 + Penalty 4997.722458 = -3288479.119067
  nChanged 176
		SP:Iteration 22Q (4971.890000 sec): 3 clusters
  Score: Raw -3293524.697257 + Penalty 4997.722458 = -3288526.974799
  nChanged 171
		SP:Iteration 23Q (4971.970000 sec): 3 clusters
  Score: Raw -3293573.431634 + Penalty 4997.722458 = -3288575.709176
  nChanged 177
		SP:Iteration 24Q (4972.050000 sec): 3 clusters
  Score: Raw -3293622.391185 + Penalty 4997.722458 = -3288624.668727
  nChanged 185
		SP:Iteration 25Q (4972.120000 sec): 3 clusters
  Score: Raw -3293671.720230 + Penalty 4997.722458 = -3288673.997772
  nChanged 162
		SP:Iteration 26Q (4972.200000 sec): 3 clusters
  Score: Raw -3293714.827341 + Penalty 4997.722458 = -3288717.104883
  nChanged 154
		SP:Iteration 27Q (4972.280000 sec): 3 clusters
  Score: Raw -3293755.558027 + Penalty 4997.722458 = -3288757.835569
  nChanged 156
		SP:Iteration 28Q (4972.360000 sec): 3 clusters
  Score: Raw -3293797.326565 + Penalty 4997.722458 = -3288799.604107
  nChanged 140
		SP:Iteration 29Q (4972.430000 sec): 3 clusters
  Score: Raw -3293837.004945 + Penalty 4997.722458 = -3288839.282487
  nChanged 160
		SP:Iteration 30Q (4972.500000 sec): 3 clusters
  Score: Raw -3293882.947438 + Penalty 4997.722458 = -3288885.224980
  nChanged 147
		SP:Iteration 31Q (4972.580000 sec): 3 clusters
  Score: Raw -3293927.775611 + Penalty 4997.722458 = -3288930.053153
  nChanged 140
		SP:Iteration 32Q (4972.660000 sec): 3 clusters
  Score: Raw -3293972.041375 + Penalty 4997.722458 = -3288974.318917
  nChanged 154
		SP:Iteration 33Q (4972.730000 sec): 3 clusters
  Score: Raw -3294026.539116 + Penalty 4997.722458 = -3289028.816657
  nChanged 148
		SP:Iteration 34Q (4972.800000 sec): 3 clusters
  Score: Raw -3294080.903628 + Penalty 4997.722458 = -3289083.181170
  nChanged 152
		SP:Iteration 35Q (4972.880000 sec): 3 clusters
  Score: Raw -3294131.201053 + Penalty 4997.722458 = -3289133.478595
  nChanged 132
		SP:Iteration 36Q (4972.950000 sec): 3 clusters
  Score: Raw -3294172.272618 + Penalty 4997.722458 = -3289174.550160
  nChanged 142
		SP:Iteration 37Q (4973.020000 sec): 3 clusters
  Score: Raw -3294227.353149 + Penalty 4997.722458 = -3289229.630691
  nChanged 124
		SP:Iteration 38Q (4973.090000 sec): 3 clusters
  Score: Raw -3294273.102184 + Penalty 4997.722458 = -3289275.379726
  nChanged 116
		SP:Iteration 39Q (4973.160000 sec): 3 clusters
  Score: Raw -3294311.716342 + Penalty 4997.722458 = -3289313.993884
  nChanged 117
		SP:Iteration 40F (4973.250000 sec): 3 clusters
  Score: Raw -3294351.650196 + Penalty 4997.722458 = -3289353.927738
  nChanged 116
		SP:Iteration 41Q (4973.320000 sec): 3 clusters
  Score: Raw -3294385.180814 + Penalty 4997.722458 = -3289387.458356
  nChanged 113
		SP:Iteration 42Q (4973.390000 sec): 3 clusters
  Score: Raw -3294418.576447 + Penalty 4997.722458 = -3289420.853989
  nChanged 108
		SP:Iteration 43Q (4973.460000 sec): 3 clusters
  Score: Raw -3294448.237023 + Penalty 4997.722458 = -3289450.514565
  nChanged 97
		SP:Iteration 44Q (4973.530000 sec): 3 clusters
  Score: Raw -3294475.095160 + Penalty 4997.722458 = -3289477.372702
  nChanged 80
		SP:Iteration 45Q (4973.600000 sec): 3 clusters
  Score: Raw -3294496.733304 + Penalty 4997.722458 = -3289499.010845
  nChanged 70
		SP:Iteration 46Q (4973.670000 sec): 3 clusters
  Score: Raw -3294515.991697 + Penalty 4997.722458 = -3289518.269239
  nChanged 69
		SP:Iteration 47Q (4973.740000 sec): 3 clusters
  Score: Raw -3294533.118047 + Penalty 4997.722458 = -3289535.395589
  nChanged 67
		SP:Iteration 48Q (4973.810000 sec): 3 clusters
  Score: Raw -3294550.248669 + Penalty 4997.722458 = -3289552.526211
  nChanged 58
		SP:Iteration 49Q (4973.880000 sec): 3 clusters
  Score: Raw -3294564.419219 + Penalty 4997.722458 = -3289566.696761
  nChanged 50
		SP:Iteration 50Q (4973.950000 sec): 3 clusters
  Score: Raw -3294575.740965 + Penalty 4997.722458 = -3289578.018507
  nChanged 53
		SP:Iteration 51Q (4974.020000 sec): 3 clusters
  Score: Raw -3294587.998768 + Penalty 4997.722458 = -3289590.276310
  nChanged 53
		SP:Iteration 52Q (4974.080000 sec): 3 clusters
  Score: Raw -3294601.112615 + Penalty 4997.722458 = -3289603.390157
  nChanged 51
		SP:Iteration 53Q (4974.160000 sec): 3 clusters
  Score: Raw -3294614.173597 + Penalty 4997.722458 = -3289616.451139
  nChanged 65
		SP:Iteration 54Q (4974.220000 sec): 3 clusters
  Score: Raw -3294634.556834 + Penalty 4997.722458 = -3289636.834375
  nChanged 67
		SP:Iteration 55Q (4974.290000 sec): 3 clusters
  Score: Raw -3294659.220970 + Penalty 4997.722458 = -3289661.498512
  nChanged 63
		SP:Iteration 56Q (4974.360000 sec): 3 clusters
  Score: Raw -3294677.208612 + Penalty 4997.722458 = -3289679.486154
  nChanged 61
		SP:Iteration 57Q (4974.430000 sec): 3 clusters
  Score: Raw -3294695.004947 + Penalty 4997.722458 = -3289697.282489
  nChanged 64
		SP:Iteration 58Q (4974.500000 sec): 3 clusters
  Score: Raw -3294715.950272 + Penalty 4997.722458 = -3289718.227814
  nChanged 66
		SP:Iteration 59Q (4974.560000 sec): 3 clusters
  Score: Raw -3294735.979040 + Penalty 4997.722458 = -3289738.256582
  nChanged 50
		SP:Iteration 60F (4974.650000 sec): 3 clusters
  Score: Raw -3294750.307870 + Penalty 4997.722458 = -3289752.585412
  nChanged 45
		SP:Iteration 61Q (4974.710000 sec): 3 clusters
  Score: Raw -3294762.159205 + Penalty 4997.722458 = -3289764.436747
  nChanged 31
		SP:Iteration 62Q (4974.780000 sec): 3 clusters
  Score: Raw -3294771.152008 + Penalty 4997.722458 = -3289773.429550
  nChanged 38
		SP:Iteration 63Q (4974.850000 sec): 3 clusters
  Score: Raw -3294782.050821 + Penalty 4997.722458 = -3289784.328363
  nChanged 39
		SP:Iteration 64Q (4974.920000 sec): 3 clusters
  Score: Raw -3294793.214363 + Penalty 4997.722458 = -3289795.491905
  nChanged 32
		SP:Iteration 65Q (4974.980000 sec): 3 clusters
  Score: Raw -3294802.742135 + Penalty 4997.722458 = -3289805.019676
  nChanged 37
		SP:Iteration 66Q (4975.050000 sec): 3 clusters
  Score: Raw -3294815.026998 + Penalty 4997.722458 = -3289817.304540
  nChanged 34
		SP:Iteration 67Q (4975.120000 sec): 3 clusters
  Score: Raw -3294826.992978 + Penalty 4997.722458 = -3289829.270520
  nChanged 33
		SP:Iteration 68Q (4975.180000 sec): 3 clusters
  Score: Raw -3294840.027180 + Penalty 4997.722458 = -3289842.304722
  nChanged 41
		SP:Iteration 69Q (4975.250000 sec): 3 clusters
  Score: Raw -3294856.562916 + Penalty 4997.722458 = -3289858.840458
  nChanged 45
		SP:Iteration 70Q (4975.310000 sec): 3 clusters
  Score: Raw -3294874.577941 + Penalty 4997.722458 = -3289876.855483
  nChanged 46
		SP:Iteration 71Q (4975.380000 sec): 3 clusters
  Score: Raw -3294893.351523 + Penalty 4997.722458 = -3289895.629065
  nChanged 46
		SP:Iteration 72Q (4975.440000 sec): 3 clusters
  Score: Raw -3294914.659944 + Penalty 4997.722458 = -3289916.937486
  nChanged 44
		SP:Iteration 73Q (4975.510000 sec): 3 clusters
  Score: Raw -3294932.245097 + Penalty 4997.722458 = -3289934.522639
  nChanged 39
		SP:Iteration 74Q (4975.580000 sec): 3 clusters
  Score: Raw -3294948.911186 + Penalty 4997.722458 = -3289951.188728
  nChanged 41
		SP:Iteration 75Q (4975.640000 sec): 3 clusters
  Score: Raw -3294967.499733 + Penalty 4997.722458 = -3289969.777275
  nChanged 37
		SP:Iteration 76Q (4975.710000 sec): 3 clusters
  Score: Raw -3294986.110763 + Penalty 4997.722458 = -3289988.388305
  nChanged 40
		SP:Iteration 77Q (4975.770000 sec): 3 clusters
  Score: Raw -3295006.301113 + Penalty 4997.722458 = -3290008.578655
  nChanged 38
		SP:Iteration 78Q (4975.840000 sec): 3 clusters
  Score: Raw -3295025.980297 + Penalty 4997.722458 = -3290028.257839
  nChanged 47
		SP:Iteration 79Q (4975.900000 sec): 3 clusters
  Score: Raw -3295044.077367 + Penalty 4997.722458 = -3290046.354909
  nChanged 33
		SP:Iteration 80F (4975.980000 sec): 3 clusters
  Score: Raw -3295055.205056 + Penalty 4997.722458 = -3290057.482598
  nChanged 23
		SP:Iteration 81Q (4976.050000 sec): 3 clusters
  Score: Raw -3295063.019424 + Penalty 4997.722458 = -3290065.296966
  nChanged 13
		SP:Iteration 82Q (4976.110000 sec): 3 clusters
  Score: Raw -3295067.118288 + Penalty 4997.722458 = -3290069.395830
  nChanged 13
		SP:Iteration 83Q (4976.180000 sec): 3 clusters
  Score: Raw -3295071.149739 + Penalty 4997.722458 = -3290073.427280
  nChanged 13
		SP:Iteration 84Q (4976.240000 sec): 3 clusters
  Score: Raw -3295074.656072 + Penalty 4997.722458 = -3290076.933614
  nChanged 14
		SP:Iteration 85Q (4976.300000 sec): 3 clusters
  Score: Raw -3295078.433340 + Penalty 4997.722458 = -3290080.710882
  nChanged 13
		SP:Iteration 86Q (4976.370000 sec): 3 clusters
  Score: Raw -3295081.805953 + Penalty 4997.722458 = -3290084.083495
  nChanged 11
		SP:Iteration 87Q (4976.430000 sec): 3 clusters
  Score: Raw -3295085.081532 + Penalty 4997.722458 = -3290087.359074
  nChanged 9
		SP:Iteration 88Q (4976.500000 sec): 3 clusters
  Score: Raw -3295088.329931 + Penalty 4997.722458 = -3290090.607473
  nChanged 8
		SP:Iteration 89Q (4976.560000 sec): 3 clusters
  Score: Raw -3295090.592209 + Penalty 4997.722458 = -3290092.869751
  nChanged 6
		SP:Iteration 90Q (4976.620000 sec): 3 clusters
  Score: Raw -3295092.435024 + Penalty 4997.722458 = -3290094.712566
  nChanged 9
		SP:Iteration 91Q (4976.690000 sec): 3 clusters
  Score: Raw -3295094.925311 + Penalty 4997.722458 = -3290097.202852
  nChanged 5
		SP:Iteration 92Q (4976.750000 sec): 3 clusters
  Score: Raw -3295095.971536 + Penalty 4997.722458 = -3290098.249078
  nChanged 2
		SP:Iteration 93Q (4976.820000 sec): 3 clusters
  Score: Raw -3295096.388493 + Penalty 4997.722458 = -3290098.666035
  nChanged 6
		SP:Iteration 94Q (4976.880000 sec): 3 clusters
  Score: Raw -3295098.324545 + Penalty 4997.722458 = -3290100.602087
  nChanged 7
		SP:Iteration 95Q (4976.940000 sec): 3 clusters
  Score: Raw -3295100.512167 + Penalty 4997.722458 = -3290102.789709
  nChanged 9
		SP:Iteration 96Q (4977.010000 sec): 3 clusters
  Score: Raw -3295104.352768 + Penalty 4997.722458 = -3290106.630310
  nChanged 7
		SP:Iteration 97Q (4977.070000 sec): 3 clusters
  Score: Raw -3295106.377606 + Penalty 4997.722458 = -3290108.655147
  nChanged 6
		SP:Iteration 98Q (4977.140000 sec): 3 clusters
  Score: Raw -3295107.894823 + Penalty 4997.722458 = -3290110.172365
  nChanged 7
		SP:Iteration 99Q (4977.200000 sec): 3 clusters
  Score: Raw -3295109.368695 + Penalty 4997.722458 = -3290111.646237
  nChanged 5
		SP:Iteration 100F (4977.280000 sec): 3 clusters
  Score: Raw -3295110.792058 + Penalty 4997.722458 = -3290113.069600
  nChanged 8
		SP:Iteration 101Q (4977.350000 sec): 3 clusters
  Score: Raw -3295114.434470 + Penalty 4997.722458 = -3290116.712012
  nChanged 7
		SP:Iteration 102Q (4977.410000 sec): 3 clusters
  Score: Raw -3295116.190876 + Penalty 4997.722458 = -3290118.468418
  nChanged 4
		SP:Iteration 103Q (4977.470000 sec): 3 clusters
  Score: Raw -3295117.052804 + Penalty 4997.722458 = -3290119.330345
  nChanged 2
		SP:Iteration 104Q (4977.540000 sec): 3 clusters
  Score: Raw -3295117.589944 + Penalty 4997.722458 = -3290119.867486
  nChanged 1
		SP:Iteration 105Q (4977.600000 sec): 3 clusters
  Score: Raw -3295117.905964 + Penalty 4997.722458 = -3290120.183506
  nChanged 1
		SP:Iteration 106Q (4977.660000 sec): 3 clusters
  Score: Raw -3295118.487200 + Penalty 4997.722458 = -3290120.764742
  nChanged 3
		SP:Iteration 107Q (4977.730000 sec): 3 clusters
  Score: Raw -3295119.742618 + Penalty 4997.722458 = -3290122.020160
  nChanged 5
		SP:Iteration 108Q (4977.790000 sec): 3 clusters
  Score: Raw -3295120.861566 + Penalty 4997.722458 = -3290123.139108
  nChanged 3
		SP:Iteration 109Q (4977.860000 sec): 3 clusters
  Score: Raw -3295122.083957 + Penalty 4997.722458 = -3290124.361499
  nChanged 7
		SP:Iteration 110Q (4977.920000 sec): 3 clusters
  Score: Raw -3295125.261923 + Penalty 4997.722458 = -3290127.539465
  nChanged 8
		SP:Iteration 111Q (4977.980000 sec): 3 clusters
  Score: Raw -3295128.816742 + Penalty 4997.722458 = -3290131.094284
  nChanged 10
		SP:Iteration 112Q (4978.040000 sec): 3 clusters
  Score: Raw -3295132.360811 + Penalty 4997.722458 = -3290134.638353
  nChanged 5
		SP:Iteration 113Q (4978.110000 sec): 3 clusters
  Score: Raw -3295133.501063 + Penalty 4997.722458 = -3290135.778605
  nChanged 2
		SP:Iteration 114Q (4978.170000 sec): 3 clusters
  Score: Raw -3295133.955315 + Penalty 4997.722458 = -3290136.232857
  nChanged 4
		SP:Iteration 115Q (4978.230000 sec): 3 clusters
  Score: Raw -3295134.917004 + Penalty 4997.722458 = -3290137.194546
  nChanged 2
		SP:Iteration 116Q (4978.300000 sec): 3 clusters
  Score: Raw -3295135.629256 + Penalty 4997.722458 = -3290137.906798
  nChanged 3
		SP:Iteration 117Q (4978.360000 sec): 3 clusters
  Score: Raw -3295136.443314 + Penalty 4997.722458 = -3290138.720856
  nChanged 3
		SP:Iteration 118Q (4978.420000 sec): 3 clusters
  Score: Raw -3295137.262187 + Penalty 4997.722458 = -3290139.539729
  nChanged 1
		SP:Iteration 119Q (4978.490000 sec): 3 clusters
  Score: Raw -3295137.317116 + Penalty 4997.722458 = -3290139.594658
  nChanged 1
		SP:Iteration 120F (4978.570000 sec): 3 clusters
  Score: Raw -3295137.571212 + Penalty 4997.722458 = -3290139.848753
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3440 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4978.590000 sec): 2 clusters
  Score: Raw -495015.663318 + Penalty 2019.520234 = -492996.143084
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4978.600000 sec): 3 clusters
  Score: Raw -493564.526901 + Penalty 4039.040468 = -489525.486433
  nChanged 1214
		SP:Iteration 1F (4978.620000 sec): 3 clusters
  Score: Raw -494373.206059 + Penalty 4039.040468 = -490334.165590
  nChanged 309
		SP:Iteration 2F (4978.630000 sec): 3 clusters
  Score: Raw -494671.088037 + Penalty 4039.040468 = -490632.047569
  nChanged 233
		SP:Iteration 3F (4978.640000 sec): 3 clusters
  Score: Raw -494901.010791 + Penalty 4039.040468 = -490861.970322
  nChanged 201
		SP:Iteration 4F (4978.650000 sec): 3 clusters
  Score: Raw -495126.178213 + Penalty 4039.040468 = -491087.137745
  nChanged 181
		SP:Iteration 5F (4978.660000 sec): 3 clusters
  Score: Raw -495320.197438 + Penalty 4039.040468 = -491281.156970
  nChanged 153
		SP:Iteration 6Q (4978.680000 sec): 3 clusters
  Score: Raw -495502.659402 + Penalty 4039.040468 = -491463.618934
  nChanged 151
		SP:Iteration 7Q (4978.690000 sec): 3 clusters
  Score: Raw -495695.419291 + Penalty 4039.040468 = -491656.378823
  nChanged 134
		SP:Iteration 8Q (4978.700000 sec): 3 clusters
  Score: Raw -495888.823959 + Penalty 4039.040468 = -491849.783490
  nChanged 122
		SP:Iteration 9Q (4978.710000 sec): 3 clusters
  Score: Raw -496039.232978 + Penalty 4039.040468 = -492000.192510
  nChanged 102
		SP:Iteration 10Q (4978.730000 sec): 3 clusters
  Score: Raw -496148.016087 + Penalty 4039.040468 = -492108.975619
  nChanged 95
		SP:Iteration 11Q (4978.740000 sec): 3 clusters
  Score: Raw -496268.706977 + Penalty 4039.040468 = -492229.666509
  nChanged 95
		SP:Iteration 12Q (4978.750000 sec): 3 clusters
  Score: Raw -496377.060915 + Penalty 4039.040468 = -492338.020447
  nChanged 85
		SP:Iteration 13Q (4978.760000 sec): 3 clusters
  Score: Raw -496462.941006 + Penalty 4039.040468 = -492423.900538
  nChanged 64
		SP:Iteration 14Q (4978.770000 sec): 3 clusters
  Score: Raw -496513.591576 + Penalty 4039.040468 = -492474.551108
  nChanged 51
		SP:Iteration 15Q (4978.790000 sec): 3 clusters
  Score: Raw -496555.868961 + Penalty 4039.040468 = -492516.828493
  nChanged 49
		SP:Iteration 16Q (4978.790000 sec): 3 clusters
  Score: Raw -496596.372886 + Penalty 4039.040468 = -492557.332418
  nChanged 44
		SP:Iteration 17Q (4978.810000 sec): 3 clusters
  Score: Raw -496628.074856 + Penalty 4039.040468 = -492589.034388
  nChanged 40
		SP:Iteration 18Q (4978.810000 sec): 3 clusters
  Score: Raw -496658.688903 + Penalty 4039.040468 = -492619.648435
  nChanged 34
		SP:Iteration 19Q (4978.830000 sec): 3 clusters
  Score: Raw -496680.379835 + Penalty 4039.040468 = -492641.339366
  nChanged 26
		SP:Iteration 20F (4978.840000 sec): 3 clusters
  Score: Raw -496697.367928 + Penalty 4039.040468 = -492658.327459
  nChanged 22
		SP:Iteration 21Q (4978.850000 sec): 3 clusters
  Score: Raw -496709.644298 + Penalty 4039.040468 = -492670.603829
  nChanged 14
		SP:Iteration 22Q (4978.860000 sec): 3 clusters
  Score: Raw -496716.145561 + Penalty 4039.040468 = -492677.105093
  nChanged 8
		SP:Iteration 23Q (4978.870000 sec): 3 clusters
  Score: Raw -496718.798669 + Penalty 4039.040468 = -492679.758201
  nChanged 8
		SP:Iteration 24Q (4978.880000 sec): 3 clusters
  Score: Raw -496721.732061 + Penalty 4039.040468 = -492682.691593
  nChanged 4
		SP:Iteration 25Q (4978.890000 sec): 3 clusters
  Score: Raw -496723.069321 + Penalty 4039.040468 = -492684.028852
  nChanged 5
		SP:Iteration 26Q (4978.900000 sec): 3 clusters
  Score: Raw -496725.203948 + Penalty 4039.040468 = -492686.163480
  nChanged 5
		SP:Iteration 27Q (4978.910000 sec): 3 clusters
  Score: Raw -496726.729601 + Penalty 4039.040468 = -492687.689133
  nChanged 2
		SP:Iteration 28Q (4978.920000 sec): 3 clusters
  Score: Raw -496727.489596 + Penalty 4039.040468 = -492688.449128
  nChanged 2
		SP:Iteration 29Q (4978.930000 sec): 3 clusters
  Score: Raw -496727.937324 + Penalty 4039.040468 = -492688.896856
  nChanged 3
		SP:Iteration 30Q (4978.940000 sec): 3 clusters
  Score: Raw -496729.930643 + Penalty 4039.040468 = -492690.890175
  nChanged 5
		SP:Iteration 31Q (4978.950000 sec): 3 clusters
  Score: Raw -496732.170028 + Penalty 4039.040468 = -492693.129560
  nChanged 3
		SP:Iteration 32Q (4978.960000 sec): 3 clusters
  Score: Raw -496733.778527 + Penalty 4039.040468 = -492694.738059
  nChanged 4
		SP:Iteration 33Q (4978.970000 sec): 3 clusters
  Score: Raw -496735.848140 + Penalty 4039.040468 = -492696.807672
  nChanged 3
		SP:Iteration 34Q (4978.980000 sec): 3 clusters
  Score: Raw -496736.813307 + Penalty 4039.040468 = -492697.772839
  nChanged 2
		SP:Iteration 35Q (4978.990000 sec): 3 clusters
  Score: Raw -496738.557477 + Penalty 4039.040468 = -492699.517008
  nChanged 5
		SP:Iteration 36Q (4979.000000 sec): 3 clusters
  Score: Raw -496740.798749 + Penalty 4039.040468 = -492701.758281
  nChanged 5
		SP:Iteration 37Q (4979.010000 sec): 3 clusters
  Score: Raw -496743.192868 + Penalty 4039.040468 = -492704.152400
  nChanged 3
		SP:Iteration 38Q (4979.020000 sec): 3 clusters
  Score: Raw -496744.061429 + Penalty 4039.040468 = -492705.020961
  nChanged 1
		SP:Iteration 39Q (4979.030000 sec): 3 clusters
  Score: Raw -496744.458724 + Penalty 4039.040468 = -492705.418256
  nChanged 4
		SP:Iteration 40F (4979.040000 sec): 3 clusters
  Score: Raw -496746.280666 + Penalty 4039.040468 = -492707.240198
  nChanged 2
		SP:Iteration 41Q (4979.050000 sec): 3 clusters
  Score: Raw -496747.288153 + Penalty 4039.040468 = -492708.247685
  nChanged 1
		SP:Iteration 42Q (4979.060000 sec): 3 clusters
  Score: Raw -496747.493927 + Penalty 4039.040468 = -492708.453459
  nChanged 0
		SP:Iteration 43F (4979.070000 sec): 3 clusters
  Score: Raw -496747.493927 + Penalty 4039.040468 = -492708.453459
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4979.080000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4979.080000 sec): 3 clusters
  Score: Raw -126936.352383 + Penalty 3350.283633 = -123586.068750
  nChanged 203
		SP:Iteration 1F (4979.090000 sec): 3 clusters
  Score: Raw -127170.351304 + Penalty 3350.283633 = -123820.067670
  nChanged 40
		SP:Iteration 2Q (4979.090000 sec): 3 clusters
  Score: Raw -127232.121115 + Penalty 3350.283633 = -123881.837481
  nChanged 12
		SP:Iteration 3Q (4979.090000 sec): 3 clusters
  Score: Raw -127253.771412 + Penalty 3350.283633 = -123903.487779
  nChanged 13
		SP:Iteration 4Q (4979.090000 sec): 3 clusters
  Score: Raw -127288.065498 + Penalty 3350.283633 = -123937.781865
  nChanged 15
		SP:Iteration 5Q (4979.100000 sec): 3 clusters
  Score: Raw -127310.230214 + Penalty 3350.283633 = -123959.946581
  nChanged 11
		SP:Iteration 6Q (4979.100000 sec): 3 clusters
  Score: Raw -127327.741733 + Penalty 3350.283633 = -123977.458099
  nChanged 7
		SP:Iteration 7Q (4979.100000 sec): 3 clusters
  Score: Raw -127337.222490 + Penalty 3350.283633 = -123986.938856
  nChanged 6
		SP:Iteration 8Q (4979.110000 sec): 3 clusters
  Score: Raw -127346.725344 + Penalty 3350.283633 = -123996.441710
  nChanged 3
		SP:Iteration 9Q (4979.110000 sec): 3 clusters
  Score: Raw -127357.589501 + Penalty 3350.283633 = -124007.305868
  nChanged 3
		SP:Iteration 10Q (4979.110000 sec): 3 clusters
  Score: Raw -127360.479592 + Penalty 3350.283633 = -124010.195959
  nChanged 4
		SP:Iteration 11Q (4979.110000 sec): 3 clusters
  Score: Raw -127363.321495 + Penalty 3350.283633 = -124013.037862
  nChanged 4
		SP:Iteration 12Q (4979.120000 sec): 3 clusters
  Score: Raw -127369.410372 + Penalty 3350.283633 = -124019.126738
  nChanged 3
		SP:Iteration 13Q (4979.120000 sec): 3 clusters
  Score: Raw -127372.525024 + Penalty 3350.283633 = -124022.241391
  nChanged 1
		SP:Iteration 14Q (4979.120000 sec): 3 clusters
  Score: Raw -127373.137919 + Penalty 3350.283633 = -124022.854285
  nChanged 0
		SP:Iteration 15F (4979.130000 sec): 3 clusters
  Score: Raw -127373.137919 + Penalty 3350.283633 = -124022.854285
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (1294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4979.130000 sec): 2 clusters
  Score: Raw -159837.689203 + Penalty 1777.042382 = -158060.646821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4979.140000 sec): 3 clusters
  Score: Raw -159576.118687 + Penalty 3554.084764 = -156022.033923
  nChanged 414
		SP:Iteration 1F (4979.140000 sec): 3 clusters
  Score: Raw -161156.956036 + Penalty 3554.084764 = -157602.871273
  nChanged 192
		SP:Iteration 2F (4979.150000 sec): 3 clusters
  Score: Raw -162239.735427 + Penalty 3554.084764 = -158685.650663
  nChanged 149
		SP:Iteration 3F (4979.150000 sec): 3 clusters
  Score: Raw -162842.090553 + Penalty 3554.084764 = -159288.005790
  nChanged 81
		SP:Iteration 4F (4979.160000 sec): 3 clusters
  Score: Raw -163245.808985 + Penalty 3554.084764 = -159691.724221
  nChanged 54
		SP:Iteration 5Q (4979.160000 sec): 3 clusters
  Score: Raw -163444.518127 + Penalty 3554.084764 = -159890.433363
  nChanged 25
		SP:Iteration 6Q (4979.160000 sec): 3 clusters
  Score: Raw -163532.396605 + Penalty 3554.084764 = -159978.311841
  nChanged 15
		SP:Iteration 7Q (4979.170000 sec): 3 clusters
  Score: Raw -163562.807545 + Penalty 3554.084764 = -160008.722781
  nChanged 13
		SP:Iteration 8Q (4979.170000 sec): 3 clusters
  Score: Raw -163605.566429 + Penalty 3554.084764 = -160051.481666
  nChanged 9
		SP:Iteration 9Q (4979.170000 sec): 3 clusters
  Score: Raw -163640.403239 + Penalty 3554.084764 = -160086.318476
  nChanged 8
		SP:Iteration 10Q (4979.180000 sec): 3 clusters
  Score: Raw -163664.865464 + Penalty 3554.084764 = -160110.780700
  nChanged 4
		SP:Iteration 11Q (4979.180000 sec): 3 clusters
  Score: Raw -163679.238912 + Penalty 3554.084764 = -160125.154149
  nChanged 2
		SP:Iteration 12Q (4979.190000 sec): 3 clusters
  Score: Raw -163686.144603 + Penalty 3554.084764 = -160132.059839
  nChanged 2
		SP:Iteration 13Q (4979.190000 sec): 3 clusters
  Score: Raw -163692.174201 + Penalty 3554.084764 = -160138.089437
  nChanged 2
		SP:Iteration 14Q (4979.190000 sec): 3 clusters
  Score: Raw -163695.947425 + Penalty 3554.084764 = -160141.862661
  nChanged 2
		SP:Iteration 15Q (4979.190000 sec): 3 clusters
  Score: Raw -163699.679222 + Penalty 3554.084764 = -160145.594458
  nChanged 2
		SP:Iteration 16Q (4979.200000 sec): 3 clusters
  Score: Raw -163702.863045 + Penalty 3554.084764 = -160148.778282
  nChanged 5
		SP:Iteration 17Q (4979.200000 sec): 3 clusters
  Score: Raw -163715.829199 + Penalty 3554.084764 = -160161.744435
  nChanged 2
		SP:Iteration 18Q (4979.200000 sec): 3 clusters
  Score: Raw -163721.791135 + Penalty 3554.084764 = -160167.706372
  nChanged 3
		SP:Iteration 19Q (4979.210000 sec): 3 clusters
  Score: Raw -163729.378187 + Penalty 3554.084764 = -160175.293423
  nChanged 5
		SP:Iteration 20F (4979.210000 sec): 3 clusters
  Score: Raw -163741.852387 + Penalty 3554.084764 = -160187.767623
  nChanged 5
		SP:Iteration 21Q (4979.210000 sec): 3 clusters
  Score: Raw -163759.005950 + Penalty 3554.084764 = -160204.921186
  nChanged 2
		SP:Iteration 22Q (4979.220000 sec): 3 clusters
  Score: Raw -163766.048000 + Penalty 3554.084764 = -160211.963236
  nChanged 1
		SP:Iteration 23Q (4979.220000 sec): 3 clusters
  Score: Raw -163775.513019 + Penalty 3554.084764 = -160221.428255
  nChanged 1
		SP:Iteration 24Q (4979.230000 sec): 3 clusters
  Score: Raw -163780.737961 + Penalty 3554.084764 = -160226.653197
  nChanged 2
		SP:Iteration 25Q (4979.230000 sec): 3 clusters
  Score: Raw -163802.769114 + Penalty 3554.084764 = -160248.684351
  nChanged 2
		SP:Iteration 26Q (4979.230000 sec): 3 clusters
  Score: Raw -163822.737577 + Penalty 3554.084764 = -160268.652813
  nChanged 0
		SP:Iteration 27F (4979.240000 sec): 3 clusters
  Score: Raw -163822.737577 + Penalty 3554.084764 = -160268.652813
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 29.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4979.290000 sec): 2 clusters
  Score: Raw -2044294.936569 + Penalty 2362.219373 = -2041932.717196
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4979.340000 sec): 3 clusters
  Score: Raw -2036631.300082 + Penalty 4724.438746 = -2031906.861336
  nChanged 5861
		SP:Iteration 1F (4979.390000 sec): 3 clusters
  Score: Raw -2039812.744373 + Penalty 4724.438746 = -2035088.305627
  nChanged 840
		SP:Iteration 2F (4979.430000 sec): 3 clusters
  Score: Raw -2040153.136543 + Penalty 4724.438746 = -2035428.697798
  nChanged 640
		SP:Iteration 3Q (4979.480000 sec): 3 clusters
  Score: Raw -2040404.994843 + Penalty 4724.438746 = -2035680.556097
  nChanged 559
		SP:Iteration 4Q (4979.530000 sec): 3 clusters
  Score: Raw -2040617.003740 + Penalty 4724.438746 = -2035892.564994
  nChanged 474
		SP:Iteration 5Q (4979.580000 sec): 3 clusters
  Score: Raw -2040812.436662 + Penalty 4724.438746 = -2036087.997916
  nChanged 486
		SP:Iteration 6Q (4979.630000 sec): 3 clusters
  Score: Raw -2041036.167934 + Penalty 4724.438746 = -2036311.729188
  nChanged 505
		SP:Iteration 7Q (4979.680000 sec): 3 clusters
  Score: Raw -2041265.266228 + Penalty 4724.438746 = -2036540.827482
  nChanged 518
		SP:Iteration 8Q (4979.730000 sec): 3 clusters
  Score: Raw -2041521.061243 + Penalty 4724.438746 = -2036796.622497
  nChanged 550
		SP:Iteration 9Q (4979.780000 sec): 3 clusters
  Score: Raw -2041799.318985 + Penalty 4724.438746 = -2037074.880239
  nChanged 528
		SP:Iteration 10Q (4979.830000 sec): 3 clusters
  Score: Raw -2042112.816617 + Penalty 4724.438746 = -2037388.377871
  nChanged 597
		SP:Iteration 11Q (4979.880000 sec): 3 clusters
  Score: Raw -2042542.914595 + Penalty 4724.438746 = -2037818.475849
  nChanged 602
		SP:Iteration 12Q (4979.930000 sec): 3 clusters
  Score: Raw -2042999.194838 + Penalty 4724.438746 = -2038274.756092
  nChanged 529
		SP:Iteration 13Q (4979.970000 sec): 3 clusters
  Score: Raw -2043427.434016 + Penalty 4724.438746 = -2038702.995270
  nChanged 402
		SP:Iteration 14Q (4980.020000 sec): 3 clusters
  Score: Raw -2043761.857466 + Penalty 4724.438746 = -2039037.418720
  nChanged 338
		SP:Iteration 15Q (4980.070000 sec): 3 clusters
  Score: Raw -2044045.963214 + Penalty 4724.438746 = -2039321.524468
  nChanged 238
		SP:Iteration 16Q (4980.110000 sec): 3 clusters
  Score: Raw -2044237.404699 + Penalty 4724.438746 = -2039512.965954
  nChanged 175
		SP:Iteration 17Q (4980.150000 sec): 3 clusters
  Score: Raw -2044354.331903 + Penalty 4724.438746 = -2039629.893158
  nChanged 112
		SP:Iteration 18Q (4980.190000 sec): 3 clusters
  Score: Raw -2044412.474121 + Penalty 4724.438746 = -2039688.035375
  nChanged 82
		SP:Iteration 19Q (4980.230000 sec): 3 clusters
  Score: Raw -2044453.067657 + Penalty 4724.438746 = -2039728.628911
  nChanged 81
		SP:Iteration 20F (4980.280000 sec): 3 clusters
  Score: Raw -2044497.491559 + Penalty 4724.438746 = -2039773.052813
  nChanged 49
		SP:Iteration 21Q (4980.320000 sec): 3 clusters
  Score: Raw -2044522.573914 + Penalty 4724.438746 = -2039798.135168
  nChanged 37
		SP:Iteration 22Q (4980.360000 sec): 3 clusters
  Score: Raw -2044536.556901 + Penalty 4724.438746 = -2039812.118156
  nChanged 29
		SP:Iteration 23Q (4980.400000 sec): 3 clusters
  Score: Raw -2044551.556339 + Penalty 4724.438746 = -2039827.117593
  nChanged 23
		SP:Iteration 24Q (4980.430000 sec): 3 clusters
  Score: Raw -2044560.846916 + Penalty 4724.438746 = -2039836.408170
  nChanged 20
		SP:Iteration 25Q (4980.470000 sec): 3 clusters
  Score: Raw -2044569.874336 + Penalty 4724.438746 = -2039845.435590
  nChanged 17
		SP:Iteration 26Q (4980.510000 sec): 3 clusters
  Score: Raw -2044576.679314 + Penalty 4724.438746 = -2039852.240569
  nChanged 11
		SP:Iteration 27Q (4980.550000 sec): 3 clusters
  Score: Raw -2044582.053050 + Penalty 4724.438746 = -2039857.614304
  nChanged 15
		SP:Iteration 28Q (4980.580000 sec): 3 clusters
  Score: Raw -2044588.295135 + Penalty 4724.438746 = -2039863.856389
  nChanged 19
		SP:Iteration 29Q (4980.620000 sec): 3 clusters
  Score: Raw -2044598.825307 + Penalty 4724.438746 = -2039874.386562
  nChanged 18
		SP:Iteration 30Q (4980.660000 sec): 3 clusters
  Score: Raw -2044607.694427 + Penalty 4724.438746 = -2039883.255681
  nChanged 21
		SP:Iteration 31Q (4980.690000 sec): 3 clusters
  Score: Raw -2044618.477521 + Penalty 4724.438746 = -2039894.038776
  nChanged 15
		SP:Iteration 32Q (4980.730000 sec): 3 clusters
  Score: Raw -2044625.220387 + Penalty 4724.438746 = -2039900.781641
  nChanged 4
		SP:Iteration 33Q (4980.770000 sec): 3 clusters
  Score: Raw -2044627.185042 + Penalty 4724.438746 = -2039902.746296
  nChanged 3
		SP:Iteration 34Q (4980.810000 sec): 3 clusters
  Score: Raw -2044628.028515 + Penalty 4724.438746 = -2039903.589769
  nChanged 1
		SP:Iteration 35Q (4980.840000 sec): 3 clusters
  Score: Raw -2044628.310608 + Penalty 4724.438746 = -2039903.871862
  nChanged 1
		SP:Iteration 36Q (4980.880000 sec): 3 clusters
  Score: Raw -2044628.822704 + Penalty 4724.438746 = -2039904.383958
  nChanged 2
		SP:Iteration 37Q (4980.920000 sec): 3 clusters
  Score: Raw -2044629.768628 + Penalty 4724.438746 = -2039905.329882
  nChanged 2
		SP:Iteration 38Q (4980.950000 sec): 3 clusters
  Score: Raw -2044630.921910 + Penalty 4724.438746 = -2039906.483165
  nChanged 5
		SP:Iteration 39Q (4980.990000 sec): 3 clusters
  Score: Raw -2044633.241331 + Penalty 4724.438746 = -2039908.802585
  nChanged 4
		SP:Iteration 40F (4981.040000 sec): 3 clusters
  Score: Raw -2044634.836630 + Penalty 4724.438746 = -2039910.397885
  nChanged 2
		SP:Iteration 41Q (4981.080000 sec): 3 clusters
  Score: Raw -2044635.233679 + Penalty 4724.438746 = -2039910.794933
  nChanged 0
		SP:Iteration 42F (4981.130000 sec): 3 clusters
  Score: Raw -2044635.233679 + Penalty 4724.438746 = -2039910.794933
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69725 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4981.360000 sec): 2 clusters
  Score: Raw -10196498.751899 + Penalty 2765.773925 = -10193732.977974
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4981.620000 sec): 3 clusters
  Score: Raw -10152458.735221 + Penalty 5531.547849 = -10146927.187372
  nChanged 32509
		SP:Iteration 1F (4981.870000 sec): 3 clusters
  Score: Raw -10170896.436588 + Penalty 5531.547849 = -10165364.888738
  nChanged 2706
		SP:Iteration 2Q (4982.130000 sec): 3 clusters
  Score: Raw -10171804.236385 + Penalty 5531.547849 = -10166272.688535
  nChanged 3128
		SP:Iteration 3Q (4982.400000 sec): 3 clusters
  Score: Raw -10173163.519376 + Penalty 5531.547849 = -10167631.971526
  nChanged 3879
		SP:Iteration 4F (4982.650000 sec): 3 clusters
  Score: Raw -10175308.727992 + Penalty 5531.547849 = -10169777.180143
  nChanged 4973
		SP:Iteration 5F (4982.910000 sec): 3 clusters
  Score: Raw -10178849.595869 + Penalty 5531.547849 = -10173318.048019
  nChanged 6004
		SP:Iteration 6F (4983.170000 sec): 3 clusters
  Score: Raw -10184099.453323 + Penalty 5531.547849 = -10178567.905474
  nChanged 5965
		SP:Iteration 7F (4983.420000 sec): 3 clusters
  Score: Raw -10189979.998639 + Penalty 5531.547849 = -10184448.450790
  nChanged 4127
		SP:Iteration 8F (4983.670000 sec): 3 clusters
  Score: Raw -10194037.156254 + Penalty 5531.547849 = -10188505.608404
  nChanged 1848
		SP:Iteration 9Q (4983.890000 sec): 3 clusters
  Score: Raw -10195784.101724 + Penalty 5531.547849 = -10190252.553874
  nChanged 611
		SP:Iteration 10Q (4984.090000 sec): 3 clusters
  Score: Raw -10196366.844247 + Penalty 5531.547849 = -10190835.296397
  nChanged 174
		SP:Iteration 11Q (4984.280000 sec): 3 clusters
  Score: Raw -10196586.940636 + Penalty 5531.547849 = -10191055.392787
  nChanged 72
		SP:Iteration 12Q (4984.450000 sec): 3 clusters
  Score: Raw -10196688.220800 + Penalty 5531.547849 = -10191156.672950
  nChanged 28
		SP:Iteration 13Q (4984.630000 sec): 3 clusters
  Score: Raw -10196729.798630 + Penalty 5531.547849 = -10191198.250780
  nChanged 21
		SP:Iteration 14Q (4984.810000 sec): 3 clusters
  Score: Raw -10196773.710424 + Penalty 5531.547849 = -10191242.162575
  nChanged 17
		SP:Iteration 15Q (4984.990000 sec): 3 clusters
  Score: Raw -10196804.940599 + Penalty 5531.547849 = -10191273.392749
  nChanged 11
		SP:Iteration 16Q (4985.160000 sec): 3 clusters
  Score: Raw -10196828.850173 + Penalty 5531.547849 = -10191297.302323
  nChanged 5
		SP:Iteration 17Q (4985.330000 sec): 3 clusters
  Score: Raw -10196836.491237 + Penalty 5531.547849 = -10191304.943388
  nChanged 2
		SP:Iteration 18Q (4985.510000 sec): 3 clusters
  Score: Raw -10196840.422830 + Penalty 5531.547849 = -10191308.874981
  nChanged 3
		SP:Iteration 19Q (4985.680000 sec): 3 clusters
  Score: Raw -10196843.038520 + Penalty 5531.547849 = -10191311.490671
  nChanged 2
		SP:Iteration 20F (4985.930000 sec): 3 clusters
  Score: Raw -10196847.108049 + Penalty 5531.547849 = -10191315.560200
  nChanged 1
		SP:Iteration 21Q (4986.110000 sec): 3 clusters
  Score: Raw -10196852.058870 + Penalty 5531.547849 = -10191320.511020
  nChanged 2
		SP:Iteration 22Q (4986.280000 sec): 3 clusters
  Score: Raw -10196856.435383 + Penalty 5531.547849 = -10191324.887533
  nChanged 1
		SP:Iteration 23Q (4986.450000 sec): 3 clusters
  Score: Raw -10196856.960204 + Penalty 5531.547849 = -10191325.412354
  nChanged 0
		SP:Iteration 24F (4986.710000 sec): 3 clusters
  Score: Raw -10196856.960204 + Penalty 5531.547849 = -10191325.412354
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2723 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4986.740000 sec): 2 clusters
  Score: Raw -385965.745451 + Penalty 1961.553394 = -384004.192057
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4986.750000 sec): 3 clusters
  Score: Raw -384816.685697 + Penalty 3923.106788 = -380893.578909
  nChanged 954
		SP:Iteration 1F (4986.760000 sec): 3 clusters
  Score: Raw -385406.813058 + Penalty 3923.106788 = -381483.706270
  nChanged 208
		SP:Iteration 2F (4986.770000 sec): 3 clusters
  Score: Raw -385551.340292 + Penalty 3923.106788 = -381628.233503
  nChanged 122
		SP:Iteration 3Q (4986.780000 sec): 3 clusters
  Score: Raw -385630.108511 + Penalty 3923.106788 = -381707.001723
  nChanged 82
		SP:Iteration 4Q (4986.790000 sec): 3 clusters
  Score: Raw -385680.983958 + Penalty 3923.106788 = -381757.877170
  nChanged 58
		SP:Iteration 5Q (4986.800000 sec): 3 clusters
  Score: Raw -385717.108954 + Penalty 3923.106788 = -381794.002165
  nChanged 40
		SP:Iteration 6Q (4986.810000 sec): 3 clusters
  Score: Raw -385739.451602 + Penalty 3923.106788 = -381816.344814
  nChanged 27
		SP:Iteration 7Q (4986.820000 sec): 3 clusters
  Score: Raw -385751.726316 + Penalty 3923.106788 = -381828.619528
  nChanged 19
		SP:Iteration 8Q (4986.830000 sec): 3 clusters
  Score: Raw -385763.787571 + Penalty 3923.106788 = -381840.680783
  nChanged 20
		SP:Iteration 9Q (4986.840000 sec): 3 clusters
  Score: Raw -385774.725267 + Penalty 3923.106788 = -381851.618479
  nChanged 20
		SP:Iteration 10Q (4986.850000 sec): 3 clusters
  Score: Raw -385786.773263 + Penalty 3923.106788 = -381863.666475
  nChanged 20
		SP:Iteration 11Q (4986.860000 sec): 3 clusters
  Score: Raw -385796.701427 + Penalty 3923.106788 = -381873.594638
  nChanged 18
		SP:Iteration 12Q (4986.870000 sec): 3 clusters
  Score: Raw -385806.480442 + Penalty 3923.106788 = -381883.373654
  nChanged 19
		SP:Iteration 13Q (4986.880000 sec): 3 clusters
  Score: Raw -385813.822332 + Penalty 3923.106788 = -381890.715543
  nChanged 8
		SP:Iteration 14Q (4986.890000 sec): 3 clusters
  Score: Raw -385819.127704 + Penalty 3923.106788 = -381896.020915
  nChanged 8
		SP:Iteration 15Q (4986.900000 sec): 3 clusters
  Score: Raw -385821.816028 + Penalty 3923.106788 = -381898.709240
  nChanged 7
		SP:Iteration 16Q (4986.910000 sec): 3 clusters
  Score: Raw -385825.407235 + Penalty 3923.106788 = -381902.300447
  nChanged 9
		SP:Iteration 17Q (4986.920000 sec): 3 clusters
  Score: Raw -385833.312275 + Penalty 3923.106788 = -381910.205486
  nChanged 9
		SP:Iteration 18Q (4986.930000 sec): 3 clusters
  Score: Raw -385839.245816 + Penalty 3923.106788 = -381916.139028
  nChanged 10
		SP:Iteration 19Q (4986.940000 sec): 3 clusters
  Score: Raw -385843.483362 + Penalty 3923.106788 = -381920.376574
  nChanged 7
		SP:Iteration 20F (4986.950000 sec): 3 clusters
  Score: Raw -385845.352271 + Penalty 3923.106788 = -381922.245482
  nChanged 3
		SP:Iteration 21Q (4986.950000 sec): 3 clusters
  Score: Raw -385847.059943 + Penalty 3923.106788 = -381923.953154
  nChanged 4
		SP:Iteration 22Q (4986.970000 sec): 3 clusters
  Score: Raw -385850.525374 + Penalty 3923.106788 = -381927.418586
  nChanged 8
		SP:Iteration 23Q (4986.970000 sec): 3 clusters
  Score: Raw -385854.616168 + Penalty 3923.106788 = -381931.509380
  nChanged 9
		SP:Iteration 24Q (4986.990000 sec): 3 clusters
  Score: Raw -385859.251765 + Penalty 3923.106788 = -381936.144976
  nChanged 8
		SP:Iteration 25Q (4986.990000 sec): 3 clusters
  Score: Raw -385862.519514 + Penalty 3923.106788 = -381939.412725
  nChanged 5
		SP:Iteration 26Q (4987.010000 sec): 3 clusters
  Score: Raw -385864.402532 + Penalty 3923.106788 = -381941.295743
  nChanged 2
		SP:Iteration 27Q (4987.010000 sec): 3 clusters
  Score: Raw -385865.208996 + Penalty 3923.106788 = -381942.102207
  nChanged 5
		SP:Iteration 28Q (4987.020000 sec): 3 clusters
  Score: Raw -385866.779746 + Penalty 3923.106788 = -381943.672958
  nChanged 3
		SP:Iteration 29Q (4987.030000 sec): 3 clusters
  Score: Raw -385867.556692 + Penalty 3923.106788 = -381944.449904
  nChanged 1
		SP:Iteration 30Q (4987.040000 sec): 3 clusters
  Score: Raw -385868.088220 + Penalty 3923.106788 = -381944.981432
  nChanged 0
		SP:Iteration 31F (4987.050000 sec): 3 clusters
  Score: Raw -385868.088220 + Penalty 3923.106788 = -381944.981432
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4987.060000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4987.060000 sec): 3 clusters
  Score: Raw -168819.369741 + Penalty 3494.272938 = -165325.096803
  nChanged 313
		SP:Iteration 1F (4987.060000 sec): 3 clusters
  Score: Raw -169125.170733 + Penalty 3494.272938 = -165630.897795
  nChanged 77
		SP:Iteration 2F (4987.070000 sec): 3 clusters
  Score: Raw -169212.660536 + Penalty 3494.272938 = -165718.387598
  nChanged 35
		SP:Iteration 3Q (4987.070000 sec): 3 clusters
  Score: Raw -169257.229519 + Penalty 3494.272938 = -165762.956581
  nChanged 22
		SP:Iteration 4Q (4987.080000 sec): 3 clusters
  Score: Raw -169277.748120 + Penalty 3494.272938 = -165783.475182
  nChanged 12
		SP:Iteration 5Q (4987.080000 sec): 3 clusters
  Score: Raw -169295.774495 + Penalty 3494.272938 = -165801.501557
  nChanged 7
		SP:Iteration 6Q (4987.090000 sec): 3 clusters
  Score: Raw -169301.491145 + Penalty 3494.272938 = -165807.218207
  nChanged 6
		SP:Iteration 7Q (4987.090000 sec): 3 clusters
  Score: Raw -169308.858274 + Penalty 3494.272938 = -165814.585336
  nChanged 7
		SP:Iteration 8Q (4987.090000 sec): 3 clusters
  Score: Raw -169318.167943 + Penalty 3494.272938 = -165823.895005
  nChanged 5
		SP:Iteration 9Q (4987.100000 sec): 3 clusters
  Score: Raw -169322.496859 + Penalty 3494.272938 = -165828.223921
  nChanged 5
		SP:Iteration 10Q (4987.100000 sec): 3 clusters
  Score: Raw -169326.603870 + Penalty 3494.272938 = -165832.330932
  nChanged 4
		SP:Iteration 11Q (4987.110000 sec): 3 clusters
  Score: Raw -169331.351402 + Penalty 3494.272938 = -165837.078464
  nChanged 3
		SP:Iteration 12Q (4987.110000 sec): 3 clusters
  Score: Raw -169335.533610 + Penalty 3494.272938 = -165841.260672
  nChanged 4
		SP:Iteration 13Q (4987.110000 sec): 3 clusters
  Score: Raw -169340.062748 + Penalty 3494.272938 = -165845.789810
  nChanged 3
		SP:Iteration 14Q (4987.120000 sec): 3 clusters
  Score: Raw -169343.132807 + Penalty 3494.272938 = -165848.859869
  nChanged 3
		SP:Iteration 15Q (4987.120000 sec): 3 clusters
  Score: Raw -169346.532019 + Penalty 3494.272938 = -165852.259081
  nChanged 2
		SP:Iteration 16Q (4987.130000 sec): 3 clusters
  Score: Raw -169348.667348 + Penalty 3494.272938 = -165854.394410
  nChanged 0
		SP:Iteration 17F (4987.130000 sec): 3 clusters
  Score: Raw -169348.667348 + Penalty 3494.272938 = -165854.394410
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1848 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4987.140000 sec): 2 clusters
  Score: Raw -257511.669752 + Penalty 1865.421095 = -255646.248658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4987.140000 sec): 3 clusters
  Score: Raw -257005.599514 + Penalty 3730.842189 = -253274.757325
  nChanged 623
		SP:Iteration 1F (4987.150000 sec): 3 clusters
  Score: Raw -257725.159564 + Penalty 3730.842189 = -253994.317375
  nChanged 194
		SP:Iteration 2F (4987.160000 sec): 3 clusters
  Score: Raw -257968.099157 + Penalty 3730.842189 = -254237.256968
  nChanged 105
		SP:Iteration 3F (4987.160000 sec): 3 clusters
  Score: Raw -258128.918113 + Penalty 3730.842189 = -254398.075924
  nChanged 95
		SP:Iteration 4F (4987.170000 sec): 3 clusters
  Score: Raw -258284.512875 + Penalty 3730.842189 = -254553.670686
  nChanged 74
		SP:Iteration 5Q (4987.180000 sec): 3 clusters
  Score: Raw -258400.228991 + Penalty 3730.842189 = -254669.386802
  nChanged 52
		SP:Iteration 6Q (4987.180000 sec): 3 clusters
  Score: Raw -258458.510645 + Penalty 3730.842189 = -254727.668456
  nChanged 29
		SP:Iteration 7Q (4987.190000 sec): 3 clusters
  Score: Raw -258478.568436 + Penalty 3730.842189 = -254747.726247
  nChanged 16
		SP:Iteration 8Q (4987.190000 sec): 3 clusters
  Score: Raw -258490.493512 + Penalty 3730.842189 = -254759.651323
  nChanged 11
		SP:Iteration 9Q (4987.200000 sec): 3 clusters
  Score: Raw -258500.630080 + Penalty 3730.842189 = -254769.787891
  nChanged 5
		SP:Iteration 10Q (4987.210000 sec): 3 clusters
  Score: Raw -258509.717195 + Penalty 3730.842189 = -254778.875006
  nChanged 4
		SP:Iteration 11Q (4987.210000 sec): 3 clusters
  Score: Raw -258517.354219 + Penalty 3730.842189 = -254786.512030
  nChanged 6
		SP:Iteration 12Q (4987.220000 sec): 3 clusters
  Score: Raw -258522.725178 + Penalty 3730.842189 = -254791.882988
  nChanged 1
		SP:Iteration 13Q (4987.230000 sec): 3 clusters
  Score: Raw -258523.003930 + Penalty 3730.842189 = -254792.161741
  nChanged 2
		SP:Iteration 14Q (4987.230000 sec): 3 clusters
  Score: Raw -258524.098185 + Penalty 3730.842189 = -254793.255996
  nChanged 1
		SP:Iteration 15Q (4987.240000 sec): 3 clusters
  Score: Raw -258524.553641 + Penalty 3730.842189 = -254793.711452
  nChanged 0
		SP:Iteration 16F (4987.250000 sec): 3 clusters
  Score: Raw -258524.553641 + Penalty 3730.842189 = -254793.711452
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (11492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4987.290000 sec): 2 clusters
  Score: Raw -1755432.024497 + Penalty 2318.652792 = -1753113.371705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4987.330000 sec): 3 clusters
  Score: Raw -1749113.672878 + Penalty 4637.305584 = -1744476.367294
  nChanged 4875
		SP:Iteration 1F (4987.370000 sec): 3 clusters
  Score: Raw -1751683.914943 + Penalty 4637.305584 = -1747046.609359
  nChanged 706
		SP:Iteration 2F (4987.410000 sec): 3 clusters
  Score: Raw -1752001.884815 + Penalty 4637.305584 = -1747364.579231
  nChanged 558
		SP:Iteration 3Q (4987.450000 sec): 3 clusters
  Score: Raw -1752224.329278 + Penalty 4637.305584 = -1747587.023694
  nChanged 423
		SP:Iteration 4Q (4987.490000 sec): 3 clusters
  Score: Raw -1752386.213266 + Penalty 4637.305584 = -1747748.907682
  nChanged 399
		SP:Iteration 5Q (4987.530000 sec): 3 clusters
  Score: Raw -1752543.579897 + Penalty 4637.305584 = -1747906.274313
  nChanged 387
		SP:Iteration 6Q (4987.570000 sec): 3 clusters
  Score: Raw -1752692.366839 + Penalty 4637.305584 = -1748055.061255
  nChanged 345
		SP:Iteration 7Q (4987.610000 sec): 3 clusters
  Score: Raw -1752803.509880 + Penalty 4637.305584 = -1748166.204296
  nChanged 285
		SP:Iteration 8Q (4987.650000 sec): 3 clusters
  Score: Raw -1752891.966181 + Penalty 4637.305584 = -1748254.660597
  nChanged 259
		SP:Iteration 9Q (4987.700000 sec): 3 clusters
  Score: Raw -1752967.907865 + Penalty 4637.305584 = -1748330.602281
  nChanged 219
		SP:Iteration 10Q (4987.740000 sec): 3 clusters
  Score: Raw -1753029.689550 + Penalty 4637.305584 = -1748392.383965
  nChanged 203
		SP:Iteration 11Q (4987.780000 sec): 3 clusters
  Score: Raw -1753088.358234 + Penalty 4637.305584 = -1748451.052649
  nChanged 193
		SP:Iteration 12Q (4987.820000 sec): 3 clusters
  Score: Raw -1753143.641614 + Penalty 4637.305584 = -1748506.336029
  nChanged 217
		SP:Iteration 13Q (4987.860000 sec): 3 clusters
  Score: Raw -1753207.833036 + Penalty 4637.305584 = -1748570.527451
  nChanged 214
		SP:Iteration 14Q (4987.900000 sec): 3 clusters
  Score: Raw -1753268.209110 + Penalty 4637.305584 = -1748630.903525
  nChanged 208
		SP:Iteration 15Q (4987.940000 sec): 3 clusters
  Score: Raw -1753334.177663 + Penalty 4637.305584 = -1748696.872078
  nChanged 223
		SP:Iteration 16Q (4987.980000 sec): 3 clusters
  Score: Raw -1753404.593146 + Penalty 4637.305584 = -1748767.287562
  nChanged 246
		SP:Iteration 17Q (4988.030000 sec): 3 clusters
  Score: Raw -1753496.013998 + Penalty 4637.305584 = -1748858.708414
  nChanged 263
		SP:Iteration 18Q (4988.070000 sec): 3 clusters
  Score: Raw -1753600.166183 + Penalty 4637.305584 = -1748962.860599
  nChanged 297
		SP:Iteration 19Q (4988.110000 sec): 3 clusters
  Score: Raw -1753727.877309 + Penalty 4637.305584 = -1749090.571725
  nChanged 326
		SP:Iteration 20F (4988.150000 sec): 3 clusters
  Score: Raw -1753892.485301 + Penalty 4637.305584 = -1749255.179717
  nChanged 347
		SP:Iteration 21Q (4988.190000 sec): 3 clusters
  Score: Raw -1754090.093701 + Penalty 4637.305584 = -1749452.788117
  nChanged 384
		SP:Iteration 22Q (4988.230000 sec): 3 clusters
  Score: Raw -1754315.147694 + Penalty 4637.305584 = -1749677.842110
  nChanged 388
		SP:Iteration 23Q (4988.270000 sec): 3 clusters
  Score: Raw -1754553.022257 + Penalty 4637.305584 = -1749915.716673
  nChanged 373
		SP:Iteration 24Q (4988.310000 sec): 3 clusters
  Score: Raw -1754801.956463 + Penalty 4637.305584 = -1750164.650879
  nChanged 352
		SP:Iteration 25Q (4988.350000 sec): 3 clusters
  Score: Raw -1755034.725071 + Penalty 4637.305584 = -1750397.419487
  nChanged 272
		SP:Iteration 26Q (4988.390000 sec): 3 clusters
  Score: Raw -1755226.054233 + Penalty 4637.305584 = -1750588.748649
  nChanged 213
		SP:Iteration 27Q (4988.430000 sec): 3 clusters
  Score: Raw -1755379.395282 + Penalty 4637.305584 = -1750742.089698
  nChanged 175
		SP:Iteration 28Q (4988.470000 sec): 3 clusters
  Score: Raw -1755514.508830 + Penalty 4637.305584 = -1750877.203246
  nChanged 134
		SP:Iteration 29Q (4988.510000 sec): 3 clusters
  Score: Raw -1755621.817877 + Penalty 4637.305584 = -1750984.512292
  nChanged 94
		SP:Iteration 30Q (4988.550000 sec): 3 clusters
  Score: Raw -1755688.240761 + Penalty 4637.305584 = -1751050.935177
  nChanged 48
		SP:Iteration 31Q (4988.590000 sec): 3 clusters
  Score: Raw -1755717.015182 + Penalty 4637.305584 = -1751079.709598
  nChanged 32
		SP:Iteration 32Q (4988.620000 sec): 3 clusters
  Score: Raw -1755740.702633 + Penalty 4637.305584 = -1751103.397049
  nChanged 27
		SP:Iteration 33Q (4988.660000 sec): 3 clusters
  Score: Raw -1755760.883913 + Penalty 4637.305584 = -1751123.578328
  nChanged 16
		SP:Iteration 34Q (4988.690000 sec): 3 clusters
  Score: Raw -1755772.127029 + Penalty 4637.305584 = -1751134.821444
  nChanged 15
		SP:Iteration 35Q (4988.730000 sec): 3 clusters
  Score: Raw -1755783.193080 + Penalty 4637.305584 = -1751145.887495
  nChanged 13
		SP:Iteration 36Q (4988.760000 sec): 3 clusters
  Score: Raw -1755794.337604 + Penalty 4637.305584 = -1751157.032020
  nChanged 12
		SP:Iteration 37Q (4988.800000 sec): 3 clusters
  Score: Raw -1755803.122585 + Penalty 4637.305584 = -1751165.817001
  nChanged 15
		SP:Iteration 38Q (4988.830000 sec): 3 clusters
  Score: Raw -1755815.918669 + Penalty 4637.305584 = -1751178.613084
  nChanged 12
		SP:Iteration 39Q (4988.870000 sec): 3 clusters
  Score: Raw -1755825.576389 + Penalty 4637.305584 = -1751188.270805
  nChanged 10
		SP:Iteration 40F (4988.910000 sec): 3 clusters
  Score: Raw -1755833.596431 + Penalty 4637.305584 = -1751196.290846
  nChanged 6
		SP:Iteration 41Q (4988.940000 sec): 3 clusters
  Score: Raw -1755839.208075 + Penalty 4637.305584 = -1751201.902490
  nChanged 3
		SP:Iteration 42Q (4988.970000 sec): 3 clusters
  Score: Raw -1755841.677441 + Penalty 4637.305584 = -1751204.371856
  nChanged 4
		SP:Iteration 43Q (4989.010000 sec): 3 clusters
  Score: Raw -1755844.975250 + Penalty 4637.305584 = -1751207.669666
  nChanged 2
		SP:Iteration 44Q (4989.040000 sec): 3 clusters
  Score: Raw -1755845.807666 + Penalty 4637.305584 = -1751208.502082
  nChanged 0
		SP:Iteration 45F (4989.090000 sec): 3 clusters
  Score: Raw -1755845.807666 + Penalty 4637.305584 = -1751208.502082
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4989.130000 sec): 2 clusters
  Score: Raw -1988688.079008 + Penalty 2370.042129 = -1986318.036879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4989.180000 sec): 3 clusters
  Score: Raw -1980695.004697 + Penalty 4740.084257 = -1975954.920440
  nChanged 6029
		SP:Iteration 1F (4989.230000 sec): 3 clusters
  Score: Raw -1984050.730253 + Penalty 4740.084257 = -1979310.645996
  nChanged 899
		SP:Iteration 2F (4989.280000 sec): 3 clusters
  Score: Raw -1984455.450715 + Penalty 4740.084257 = -1979715.366457
  nChanged 722
		SP:Iteration 3F (4989.330000 sec): 3 clusters
  Score: Raw -1984777.838171 + Penalty 4740.084257 = -1980037.753913
  nChanged 651
		SP:Iteration 4Q (4989.380000 sec): 3 clusters
  Score: Raw -1985072.028299 + Penalty 4740.084257 = -1980331.944041
  nChanged 574
		SP:Iteration 5Q (4989.430000 sec): 3 clusters
  Score: Raw -1985338.461961 + Penalty 4740.084257 = -1980598.377703
  nChanged 576
		SP:Iteration 6Q (4989.490000 sec): 3 clusters
  Score: Raw -1985632.334010 + Penalty 4740.084257 = -1980892.249753
  nChanged 591
		SP:Iteration 7Q (4989.530000 sec): 3 clusters
  Score: Raw -1985952.681093 + Penalty 4740.084257 = -1981212.596835
  nChanged 555
		SP:Iteration 8Q (4989.590000 sec): 3 clusters
  Score: Raw -1986274.827167 + Penalty 4740.084257 = -1981534.742910
  nChanged 571
		SP:Iteration 9Q (4989.640000 sec): 3 clusters
  Score: Raw -1986669.101396 + Penalty 4740.084257 = -1981929.017138
  nChanged 591
		SP:Iteration 10Q (4989.690000 sec): 3 clusters
  Score: Raw -1987129.032212 + Penalty 4740.084257 = -1982388.947954
  nChanged 572
		SP:Iteration 11Q (4989.740000 sec): 3 clusters
  Score: Raw -1987644.845261 + Penalty 4740.084257 = -1982904.761003
  nChanged 504
		SP:Iteration 12Q (4989.790000 sec): 3 clusters
  Score: Raw -1988166.942215 + Penalty 4740.084257 = -1983426.857958
  nChanged 384
		SP:Iteration 13Q (4989.830000 sec): 3 clusters
  Score: Raw -1988585.617280 + Penalty 4740.084257 = -1983845.533022
  nChanged 296
		SP:Iteration 14Q (4989.880000 sec): 3 clusters
  Score: Raw -1988869.621474 + Penalty 4740.084257 = -1984129.537216
  nChanged 200
		SP:Iteration 15Q (4989.920000 sec): 3 clusters
  Score: Raw -1989029.846833 + Penalty 4740.084257 = -1984289.762575
  nChanged 141
		SP:Iteration 16Q (4989.960000 sec): 3 clusters
  Score: Raw -1989130.037333 + Penalty 4740.084257 = -1984389.953076
  nChanged 111
		SP:Iteration 17Q (4990.000000 sec): 3 clusters
  Score: Raw -1989203.457766 + Penalty 4740.084257 = -1984463.373509
  nChanged 73
		SP:Iteration 18Q (4990.040000 sec): 3 clusters
  Score: Raw -1989239.706882 + Penalty 4740.084257 = -1984499.622625
  nChanged 54
		SP:Iteration 19Q (4990.080000 sec): 3 clusters
  Score: Raw -1989265.701245 + Penalty 4740.084257 = -1984525.616988
  nChanged 36
		SP:Iteration 20F (4990.130000 sec): 3 clusters
  Score: Raw -1989286.695434 + Penalty 4740.084257 = -1984546.611177
  nChanged 38
		SP:Iteration 21Q (4990.170000 sec): 3 clusters
  Score: Raw -1989301.864197 + Penalty 4740.084257 = -1984561.779939
  nChanged 20
		SP:Iteration 22Q (4990.210000 sec): 3 clusters
  Score: Raw -1989309.784733 + Penalty 4740.084257 = -1984569.700475
  nChanged 12
		SP:Iteration 23Q (4990.250000 sec): 3 clusters
  Score: Raw -1989313.405806 + Penalty 4740.084257 = -1984573.321548
  nChanged 14
		SP:Iteration 24Q (4990.290000 sec): 3 clusters
  Score: Raw -1989318.348446 + Penalty 4740.084257 = -1984578.264189
  nChanged 14
		SP:Iteration 25Q (4990.330000 sec): 3 clusters
  Score: Raw -1989323.524401 + Penalty 4740.084257 = -1984583.440144
  nChanged 18
		SP:Iteration 26Q (4990.370000 sec): 3 clusters
  Score: Raw -1989329.270682 + Penalty 4740.084257 = -1984589.186425
  nChanged 4
		SP:Iteration 27Q (4990.400000 sec): 3 clusters
  Score: Raw -1989330.306552 + Penalty 4740.084257 = -1984590.222295
  nChanged 6
		SP:Iteration 28Q (4990.440000 sec): 3 clusters
  Score: Raw -1989331.499855 + Penalty 4740.084257 = -1984591.415597
  nChanged 3
		SP:Iteration 29Q (4990.480000 sec): 3 clusters
  Score: Raw -1989332.209791 + Penalty 4740.084257 = -1984592.125533
  nChanged 3
		SP:Iteration 30Q (4990.520000 sec): 3 clusters
  Score: Raw -1989333.153252 + Penalty 4740.084257 = -1984593.068995
  nChanged 5
		SP:Iteration 31Q (4990.560000 sec): 3 clusters
  Score: Raw -1989334.368925 + Penalty 4740.084257 = -1984594.284667
  nChanged 3
		SP:Iteration 32Q (4990.590000 sec): 3 clusters
  Score: Raw -1989335.204670 + Penalty 4740.084257 = -1984595.120412
  nChanged 3
		SP:Iteration 33Q (4990.630000 sec): 3 clusters
  Score: Raw -1989335.991535 + Penalty 4740.084257 = -1984595.907278
  nChanged 2
		SP:Iteration 34Q (4990.670000 sec): 3 clusters
  Score: Raw -1989337.008343 + Penalty 4740.084257 = -1984596.924085
  nChanged 1
		SP:Iteration 35Q (4990.710000 sec): 3 clusters
  Score: Raw -1989337.207560 + Penalty 4740.084257 = -1984597.123303
  nChanged 1
		SP:Iteration 36Q (4990.750000 sec): 3 clusters
  Score: Raw -1989337.342316 + Penalty 4740.084257 = -1984597.258058
  nChanged 1
		SP:Iteration 37Q (4990.790000 sec): 3 clusters
  Score: Raw -1989337.840550 + Penalty 4740.084257 = -1984597.756292
  nChanged 0
		SP:Iteration 38F (4990.840000 sec): 3 clusters
  Score: Raw -1989337.840550 + Penalty 4740.084257 = -1984597.756292
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4990.850000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4990.850000 sec): 3 clusters
  Score: Raw -73222.403039 + Penalty 3074.445443 = -70147.957596
  nChanged 89
		SP:Iteration 1F (4990.850000 sec): 3 clusters
  Score: Raw -73407.129548 + Penalty 3074.445443 = -70332.684105
  nChanged 16
		SP:Iteration 2Q (4990.850000 sec): 3 clusters
  Score: Raw -73442.393778 + Penalty 3074.445443 = -70367.948334
  nChanged 5
		SP:Iteration 3Q (4990.850000 sec): 3 clusters
  Score: Raw -73453.962578 + Penalty 3074.445443 = -70379.517135
  nChanged 7
		SP:Iteration 4Q (4990.850000 sec): 3 clusters
  Score: Raw -73471.210405 + Penalty 3074.445443 = -70396.764961
  nChanged 6
		SP:Iteration 5Q (4990.860000 sec): 3 clusters
  Score: Raw -73489.734448 + Penalty 3074.445443 = -70415.289005
  nChanged 5
		SP:Iteration 6Q (4990.860000 sec): 3 clusters
  Score: Raw -73498.387639 + Penalty 3074.445443 = -70423.942196
  nChanged 2
		SP:Iteration 7Q (4990.860000 sec): 3 clusters
  Score: Raw -73500.263298 + Penalty 3074.445443 = -70425.817855
  nChanged 0
		SP:Iteration 8F (4990.860000 sec): 3 clusters
  Score: Raw -73500.263298 + Penalty 3074.445443 = -70425.817855
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2176 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4990.870000 sec): 2 clusters
  Score: Raw -310094.928954 + Penalty 1905.940415 = -308188.988539
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4990.880000 sec): 3 clusters
  Score: Raw -309221.623892 + Penalty 3811.880830 = -305409.743062
  nChanged 723
		SP:Iteration 1F (4990.890000 sec): 3 clusters
  Score: Raw -309753.085646 + Penalty 3811.880830 = -305941.204816
  nChanged 149
		SP:Iteration 2F (4990.890000 sec): 3 clusters
  Score: Raw -309864.752561 + Penalty 3811.880830 = -306052.871731
  nChanged 79
		SP:Iteration 3Q (4990.900000 sec): 3 clusters
  Score: Raw -309928.292774 + Penalty 3811.880830 = -306116.411944
  nChanged 61
		SP:Iteration 4Q (4990.910000 sec): 3 clusters
  Score: Raw -309970.192191 + Penalty 3811.880830 = -306158.311362
  nChanged 37
		SP:Iteration 5Q (4990.920000 sec): 3 clusters
  Score: Raw -309994.461126 + Penalty 3811.880830 = -306182.580297
  nChanged 26
		SP:Iteration 6Q (4990.930000 sec): 3 clusters
  Score: Raw -310010.453705 + Penalty 3811.880830 = -306198.572876
  nChanged 20
		SP:Iteration 7Q (4990.930000 sec): 3 clusters
  Score: Raw -310021.569225 + Penalty 3811.880830 = -306209.688396
  nChanged 13
		SP:Iteration 8Q (4990.940000 sec): 3 clusters
  Score: Raw -310027.590679 + Penalty 3811.880830 = -306215.709849
  nChanged 11
		SP:Iteration 9Q (4990.950000 sec): 3 clusters
  Score: Raw -310032.139570 + Penalty 3811.880830 = -306220.258741
  nChanged 2
		SP:Iteration 10Q (4990.960000 sec): 3 clusters
  Score: Raw -310033.209650 + Penalty 3811.880830 = -306221.328821
  nChanged 1
		SP:Iteration 11Q (4990.970000 sec): 3 clusters
  Score: Raw -310033.519641 + Penalty 3811.880830 = -306221.638812
  nChanged 1
		SP:Iteration 12Q (4990.970000 sec): 3 clusters
  Score: Raw -310033.753728 + Penalty 3811.880830 = -306221.872899
  nChanged 0
		SP:Iteration 13F (4990.980000 sec): 3 clusters
  Score: Raw -310033.753728 + Penalty 3811.880830 = -306221.872899
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4991.090000 sec): 2 clusters
  Score: Raw -4638005.286736 + Penalty 2570.711947 = -4635434.574789
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4991.210000 sec): 3 clusters
  Score: Raw -4618885.159080 + Penalty 5141.423894 = -4613743.735185
  nChanged 14353
		SP:Iteration 1F (4991.320000 sec): 3 clusters
  Score: Raw -4626656.442692 + Penalty 5141.423894 = -4621515.018797
  nChanged 1424
		SP:Iteration 2Q (4991.440000 sec): 3 clusters
  Score: Raw -4627118.224076 + Penalty 5141.423894 = -4621976.800181
  nChanged 1297
		SP:Iteration 3Q (4991.560000 sec): 3 clusters
  Score: Raw -4627591.504881 + Penalty 5141.423894 = -4622450.080987
  nChanged 1329
		SP:Iteration 4Q (4991.680000 sec): 3 clusters
  Score: Raw -4628164.487635 + Penalty 5141.423894 = -4623023.063741
  nChanged 1522
		SP:Iteration 5Q (4991.800000 sec): 3 clusters
  Score: Raw -4628974.761300 + Penalty 5141.423894 = -4623833.337405
  nChanged 1773
		SP:Iteration 6F (4991.910000 sec): 3 clusters
  Score: Raw -4630122.261485 + Penalty 5141.423894 = -4624980.837591
  nChanged 2025
		SP:Iteration 7F (4992.030000 sec): 3 clusters
  Score: Raw -4631659.279152 + Penalty 5141.423894 = -4626517.855258
  nChanged 2106
		SP:Iteration 8F (4992.140000 sec): 3 clusters
  Score: Raw -4633424.593644 + Penalty 5141.423894 = -4628283.169750
  nChanged 1887
		SP:Iteration 9F (4992.260000 sec): 3 clusters
  Score: Raw -4635156.925936 + Penalty 5141.423894 = -4630015.502041
  nChanged 1519
		SP:Iteration 10Q (4992.370000 sec): 3 clusters
  Score: Raw -4636576.021809 + Penalty 5141.423894 = -4631434.597915
  nChanged 914
		SP:Iteration 11Q (4992.470000 sec): 3 clusters
  Score: Raw -4637396.214015 + Penalty 5141.423894 = -4632254.790120
  nChanged 423
		SP:Iteration 12Q (4992.560000 sec): 3 clusters
  Score: Raw -4637757.961986 + Penalty 5141.423894 = -4632616.538091
  nChanged 235
		SP:Iteration 13Q (4992.650000 sec): 3 clusters
  Score: Raw -4637978.304635 + Penalty 5141.423894 = -4632836.880741
  nChanged 137
		SP:Iteration 14Q (4992.730000 sec): 3 clusters
  Score: Raw -4638118.768268 + Penalty 5141.423894 = -4632977.344373
  nChanged 71
		SP:Iteration 15Q (4992.820000 sec): 3 clusters
  Score: Raw -4638194.231168 + Penalty 5141.423894 = -4633052.807274
  nChanged 37
		SP:Iteration 16Q (4992.900000 sec): 3 clusters
  Score: Raw -4638228.498195 + Penalty 5141.423894 = -4633087.074301
  nChanged 25
		SP:Iteration 17Q (4992.980000 sec): 3 clusters
  Score: Raw -4638255.192127 + Penalty 5141.423894 = -4633113.768233
  nChanged 18
		SP:Iteration 18Q (4993.060000 sec): 3 clusters
  Score: Raw -4638272.706849 + Penalty 5141.423894 = -4633131.282955
  nChanged 12
		SP:Iteration 19Q (4993.140000 sec): 3 clusters
  Score: Raw -4638284.423517 + Penalty 5141.423894 = -4633142.999623
  nChanged 11
		SP:Iteration 20F (4993.260000 sec): 3 clusters
  Score: Raw -4638294.326342 + Penalty 5141.423894 = -4633152.902448
  nChanged 5
		SP:Iteration 21Q (4993.340000 sec): 3 clusters
  Score: Raw -4638298.751606 + Penalty 5141.423894 = -4633157.327711
  nChanged 6
		SP:Iteration 22Q (4993.420000 sec): 3 clusters
  Score: Raw -4638303.521003 + Penalty 5141.423894 = -4633162.097109
  nChanged 1
		SP:Iteration 23Q (4993.500000 sec): 3 clusters
  Score: Raw -4638305.484132 + Penalty 5141.423894 = -4633164.060238
  nChanged 2
		SP:Iteration 24Q (4993.590000 sec): 3 clusters
  Score: Raw -4638307.475611 + Penalty 5141.423894 = -4633166.051717
  nChanged 3
		SP:Iteration 25Q (4993.670000 sec): 3 clusters
  Score: Raw -4638310.985385 + Penalty 5141.423894 = -4633169.561490
  nChanged 2
		SP:Iteration 26Q (4993.750000 sec): 3 clusters
  Score: Raw -4638313.119572 + Penalty 5141.423894 = -4633171.695677
  nChanged 1
		SP:Iteration 27Q (4993.830000 sec): 3 clusters
  Score: Raw -4638313.470817 + Penalty 5141.423894 = -4633172.046922
  nChanged 0
		SP:Iteration 28F (4993.940000 sec): 3 clusters
  Score: Raw -4638313.470817 + Penalty 5141.423894 = -4633172.046922
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4994.270000 sec): 2 clusters
  Score: Raw -14271812.684138 + Penalty 2850.668017 = -14268962.016121
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4994.630000 sec): 3 clusters
  Score: Raw -14209194.149512 + Penalty 5701.336035 = -14203492.813477
  nChanged 46207
		SP:Iteration 1F (4995.000000 sec): 3 clusters
  Score: Raw -14235929.844490 + Penalty 5701.336035 = -14230228.508455
  nChanged 3828
		SP:Iteration 2Q (4995.370000 sec): 3 clusters
  Score: Raw -14237183.768875 + Penalty 5701.336035 = -14231482.432841
  nChanged 4508
		SP:Iteration 3Q (4995.740000 sec): 3 clusters
  Score: Raw -14239064.504018 + Penalty 5701.336035 = -14233363.167983
  nChanged 5565
		SP:Iteration 4F (4996.110000 sec): 3 clusters
  Score: Raw -14242016.190886 + Penalty 5701.336035 = -14236314.854851
  nChanged 6726
		SP:Iteration 5F (4996.470000 sec): 3 clusters
  Score: Raw -14246434.469671 + Penalty 5701.336035 = -14240733.133636
  nChanged 7478
		SP:Iteration 6F (4996.830000 sec): 3 clusters
  Score: Raw -14252211.976688 + Penalty 5701.336035 = -14246510.640653
  nChanged 7111
		SP:Iteration 7F (4997.200000 sec): 3 clusters
  Score: Raw -14258299.004500 + Penalty 5701.336035 = -14252597.668465
  nChanged 5621
		SP:Iteration 8F (4997.560000 sec): 3 clusters
  Score: Raw -14263530.787474 + Penalty 5701.336035 = -14257829.451439
  nChanged 3688
		SP:Iteration 9Q (4997.910000 sec): 3 clusters
  Score: Raw -14267381.755241 + Penalty 5701.336035 = -14261680.419206
  nChanged 2179
		SP:Iteration 10Q (4998.230000 sec): 3 clusters
  Score: Raw -14269691.268205 + Penalty 5701.336035 = -14263989.932170
  nChanged 1347
		SP:Iteration 11Q (4998.530000 sec): 3 clusters
  Score: Raw -14270771.326791 + Penalty 5701.336035 = -14265069.990756
  nChanged 864
		SP:Iteration 12Q (4998.810000 sec): 3 clusters
  Score: Raw -14271297.154992 + Penalty 5701.336035 = -14265595.818957
  nChanged 588
		SP:Iteration 13Q (4999.080000 sec): 3 clusters
  Score: Raw -14271586.802413 + Penalty 5701.336035 = -14265885.466378
  nChanged 455
		SP:Iteration 14Q (4999.360000 sec): 3 clusters
  Score: Raw -14271787.772107 + Penalty 5701.336035 = -14266086.436072
  nChanged 404
		SP:Iteration 15Q (4999.630000 sec): 3 clusters
  Score: Raw -14271961.105308 + Penalty 5701.336035 = -14266259.769273
  nChanged 333
		SP:Iteration 16Q (4999.900000 sec): 3 clusters
  Score: Raw -14272082.586586 + Penalty 5701.336035 = -14266381.250551
  nChanged 253
		SP:Iteration 17Q (5000.170000 sec): 3 clusters
  Score: Raw -14272170.755141 + Penalty 5701.336035 = -14266469.419106
  nChanged 236
		SP:Iteration 18Q (5000.430000 sec): 3 clusters
  Score: Raw -14272243.369071 + Penalty 5701.336035 = -14266542.033036
  nChanged 197
		SP:Iteration 19Q (5000.700000 sec): 3 clusters
  Score: Raw -14272299.838996 + Penalty 5701.336035 = -14266598.502961
  nChanged 183
		SP:Iteration 20F (5001.060000 sec): 3 clusters
  Score: Raw -14272349.881877 + Penalty 5701.336035 = -14266648.545842
  nChanged 149
		SP:Iteration 21Q (5001.320000 sec): 3 clusters
  Score: Raw -14272388.106204 + Penalty 5701.336035 = -14266686.770169
  nChanged 122
		SP:Iteration 22Q (5001.590000 sec): 3 clusters
  Score: Raw -14272420.695117 + Penalty 5701.336035 = -14266719.359082
  nChanged 112
		SP:Iteration 23Q (5001.850000 sec): 3 clusters
  Score: Raw -14272450.661881 + Penalty 5701.336035 = -14266749.325846
  nChanged 96
		SP:Iteration 24Q (5002.120000 sec): 3 clusters
  Score: Raw -14272474.890576 + Penalty 5701.336035 = -14266773.554541
  nChanged 92
		SP:Iteration 25Q (5002.380000 sec): 3 clusters
  Score: Raw -14272496.136111 + Penalty 5701.336035 = -14266794.800076
  nChanged 84
		SP:Iteration 26Q (5002.640000 sec): 3 clusters
  Score: Raw -14272516.721647 + Penalty 5701.336035 = -14266815.385612
  nChanged 72
		SP:Iteration 27Q (5002.900000 sec): 3 clusters
  Score: Raw -14272530.416570 + Penalty 5701.336035 = -14266829.080535
  nChanged 49
		SP:Iteration 28Q (5003.160000 sec): 3 clusters
  Score: Raw -14272540.645774 + Penalty 5701.336035 = -14266839.309739
  nChanged 32
		SP:Iteration 29Q (5003.420000 sec): 3 clusters
  Score: Raw -14272547.501021 + Penalty 5701.336035 = -14266846.164986
  nChanged 34
		SP:Iteration 30Q (5003.680000 sec): 3 clusters
  Score: Raw -14272553.404997 + Penalty 5701.336035 = -14266852.068962
  nChanged 33
		SP:Iteration 31Q (5003.940000 sec): 3 clusters
  Score: Raw -14272560.088761 + Penalty 5701.336035 = -14266858.752726
  nChanged 36
		SP:Iteration 32Q (5004.200000 sec): 3 clusters
  Score: Raw -14272566.620564 + Penalty 5701.336035 = -14266865.284529
  nChanged 29
		SP:Iteration 33Q (5004.450000 sec): 3 clusters
  Score: Raw -14272571.070294 + Penalty 5701.336035 = -14266869.734259
  nChanged 22
		SP:Iteration 34Q (5004.710000 sec): 3 clusters
  Score: Raw -14272575.003405 + Penalty 5701.336035 = -14266873.667370
  nChanged 20
		SP:Iteration 35Q (5004.970000 sec): 3 clusters
  Score: Raw -14272578.650489 + Penalty 5701.336035 = -14266877.314454
  nChanged 26
		SP:Iteration 36Q (5005.230000 sec): 3 clusters
  Score: Raw -14272583.350738 + Penalty 5701.336035 = -14266882.014703
  nChanged 18
		SP:Iteration 37Q (5005.490000 sec): 3 clusters
  Score: Raw -14272586.442954 + Penalty 5701.336035 = -14266885.106919
  nChanged 17
		SP:Iteration 38Q (5005.750000 sec): 3 clusters
  Score: Raw -14272588.849993 + Penalty 5701.336035 = -14266887.513958
  nChanged 14
		SP:Iteration 39Q (5006.010000 sec): 3 clusters
  Score: Raw -14272590.653198 + Penalty 5701.336035 = -14266889.317163
  nChanged 7
		SP:Iteration 40F (5006.380000 sec): 3 clusters
  Score: Raw -14272591.576888 + Penalty 5701.336035 = -14266890.240853
  nChanged 5
		SP:Iteration 41Q (5006.640000 sec): 3 clusters
  Score: Raw -14272592.243628 + Penalty 5701.336035 = -14266890.907593
  nChanged 6
		SP:Iteration 42Q (5006.900000 sec): 3 clusters
  Score: Raw -14272593.336620 + Penalty 5701.336035 = -14266892.000585
  nChanged 8
		SP:Iteration 43Q (5007.160000 sec): 3 clusters
  Score: Raw -14272594.609887 + Penalty 5701.336035 = -14266893.273852
  nChanged 8
		SP:Iteration 44Q (5007.410000 sec): 3 clusters
  Score: Raw -14272595.841207 + Penalty 5701.336035 = -14266894.505172
  nChanged 12
		SP:Iteration 45Q (5007.670000 sec): 3 clusters
  Score: Raw -14272597.324659 + Penalty 5701.336035 = -14266895.988624
  nChanged 5
		SP:Iteration 46Q (5007.930000 sec): 3 clusters
  Score: Raw -14272598.359476 + Penalty 5701.336035 = -14266897.023441
  nChanged 5
		SP:Iteration 47Q (5008.190000 sec): 3 clusters
  Score: Raw -14272599.073228 + Penalty 5701.336035 = -14266897.737193
  nChanged 6
		SP:Iteration 48Q (5008.450000 sec): 3 clusters
  Score: Raw -14272600.056831 + Penalty 5701.336035 = -14266898.720796
  nChanged 9
		SP:Iteration 49Q (5008.700000 sec): 3 clusters
  Score: Raw -14272601.620443 + Penalty 5701.336035 = -14266900.284408
  nChanged 11
		SP:Iteration 50Q (5008.960000 sec): 3 clusters
  Score: Raw -14272603.493548 + Penalty 5701.336035 = -14266902.157513
  nChanged 7
		SP:Iteration 51Q (5009.220000 sec): 3 clusters
  Score: Raw -14272604.435925 + Penalty 5701.336035 = -14266903.099890
  nChanged 9
		SP:Iteration 52Q (5009.480000 sec): 3 clusters
  Score: Raw -14272605.713862 + Penalty 5701.336035 = -14266904.377828
  nChanged 10
		SP:Iteration 53Q (5009.740000 sec): 3 clusters
  Score: Raw -14272607.375233 + Penalty 5701.336035 = -14266906.039198
  nChanged 10
		SP:Iteration 54Q (5010.000000 sec): 3 clusters
  Score: Raw -14272609.094195 + Penalty 5701.336035 = -14266907.758160
  nChanged 10
		SP:Iteration 55Q (5010.250000 sec): 3 clusters
  Score: Raw -14272610.877710 + Penalty 5701.336035 = -14266909.541675
  nChanged 11
		SP:Iteration 56Q (5010.510000 sec): 3 clusters
  Score: Raw -14272612.782768 + Penalty 5701.336035 = -14266911.446733
  nChanged 8
		SP:Iteration 57Q (5010.770000 sec): 3 clusters
  Score: Raw -14272614.732496 + Penalty 5701.336035 = -14266913.396461
  nChanged 12
		SP:Iteration 58Q (5011.030000 sec): 3 clusters
  Score: Raw -14272616.977322 + Penalty 5701.336035 = -14266915.641288
  nChanged 15
		SP:Iteration 59Q (5011.280000 sec): 3 clusters
  Score: Raw -14272620.074743 + Penalty 5701.336035 = -14266918.738708
  nChanged 11
		SP:Iteration 60F (5011.660000 sec): 3 clusters
  Score: Raw -14272622.072578 + Penalty 5701.336035 = -14266920.736543
  nChanged 23
		SP:Iteration 61Q (5011.920000 sec): 3 clusters
  Score: Raw -14272626.148629 + Penalty 5701.336035 = -14266924.812594
  nChanged 24
		SP:Iteration 62Q (5012.170000 sec): 3 clusters
  Score: Raw -14272630.053263 + Penalty 5701.336035 = -14266928.717228
  nChanged 24
		SP:Iteration 63Q (5012.430000 sec): 3 clusters
  Score: Raw -14272636.126444 + Penalty 5701.336035 = -14266934.790409
  nChanged 25
		SP:Iteration 64Q (5012.690000 sec): 3 clusters
  Score: Raw -14272641.365543 + Penalty 5701.336035 = -14266940.029508
  nChanged 23
		SP:Iteration 65Q (5012.950000 sec): 3 clusters
  Score: Raw -14272646.190163 + Penalty 5701.336035 = -14266944.854128
  nChanged 17
		SP:Iteration 66Q (5013.200000 sec): 3 clusters
  Score: Raw -14272648.734203 + Penalty 5701.336035 = -14266947.398168
  nChanged 10
		SP:Iteration 67Q (5013.460000 sec): 3 clusters
  Score: Raw -14272650.082240 + Penalty 5701.336035 = -14266948.746205
  nChanged 6
		SP:Iteration 68Q (5013.720000 sec): 3 clusters
  Score: Raw -14272650.933990 + Penalty 5701.336035 = -14266949.597955
  nChanged 3
		SP:Iteration 69Q (5013.980000 sec): 3 clusters
  Score: Raw -14272651.350352 + Penalty 5701.336035 = -14266950.014317
  nChanged 5
		SP:Iteration 70Q (5014.240000 sec): 3 clusters
  Score: Raw -14272652.319471 + Penalty 5701.336035 = -14266950.983436
  nChanged 7
		SP:Iteration 71Q (5014.500000 sec): 3 clusters
  Score: Raw -14272653.450526 + Penalty 5701.336035 = -14266952.114491
  nChanged 6
		SP:Iteration 72Q (5014.750000 sec): 3 clusters
  Score: Raw -14272654.140355 + Penalty 5701.336035 = -14266952.804320
  nChanged 4
		SP:Iteration 73Q (5015.010000 sec): 3 clusters
  Score: Raw -14272654.682338 + Penalty 5701.336035 = -14266953.346303
  nChanged 3
		SP:Iteration 74Q (5015.270000 sec): 3 clusters
  Score: Raw -14272655.149217 + Penalty 5701.336035 = -14266953.813182
  nChanged 2
		SP:Iteration 75Q (5015.530000 sec): 3 clusters
  Score: Raw -14272655.657732 + Penalty 5701.336035 = -14266954.321698
  nChanged 1
		SP:Iteration 76Q (5015.790000 sec): 3 clusters
  Score: Raw -14272656.060657 + Penalty 5701.336035 = -14266954.724622
  nChanged 0
		SP:Iteration 77F (5016.150000 sec): 3 clusters
  Score: Raw -14272656.060657 + Penalty 5701.336035 = -14266954.724622
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (35245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5016.300000 sec): 2 clusters
  Score: Raw -5468772.622828 + Penalty 2596.579581 = -5466176.043248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5016.430000 sec): 3 clusters
  Score: Raw -5447384.159394 + Penalty 5193.159161 = -5442191.000233
  nChanged 16045
		SP:Iteration 1F (5016.560000 sec): 3 clusters
  Score: Raw -5455881.267776 + Penalty 5193.159161 = -5450688.108615
  nChanged 1479
		SP:Iteration 2Q (5016.690000 sec): 3 clusters
  Score: Raw -5456282.433045 + Penalty 5193.159161 = -5451089.273884
  nChanged 1317
		SP:Iteration 3Q (5016.820000 sec): 3 clusters
  Score: Raw -5456642.251879 + Penalty 5193.159161 = -5451449.092718
  nChanged 1235
		SP:Iteration 4Q (5016.960000 sec): 3 clusters
  Score: Raw -5457000.482922 + Penalty 5193.159161 = -5451807.323760
  nChanged 1278
		SP:Iteration 5Q (5017.090000 sec): 3 clusters
  Score: Raw -5457423.441988 + Penalty 5193.159161 = -5452230.282827
  nChanged 1394
		SP:Iteration 6Q (5017.220000 sec): 3 clusters
  Score: Raw -5457956.250445 + Penalty 5193.159161 = -5452763.091284
  nChanged 1604
		SP:Iteration 7Q (5017.360000 sec): 3 clusters
  Score: Raw -5458719.020814 + Penalty 5193.159161 = -5453525.861653
  nChanged 2011
		SP:Iteration 8F (5017.480000 sec): 3 clusters
  Score: Raw -5459925.779529 + Penalty 5193.159161 = -5454732.620367
  nChanged 2395
		SP:Iteration 9F (5017.610000 sec): 3 clusters
  Score: Raw -5461702.655936 + Penalty 5193.159161 = -5456509.496775
  nChanged 2506
		SP:Iteration 10F (5017.740000 sec): 3 clusters
  Score: Raw -5463887.938207 + Penalty 5193.159161 = -5458694.779046
  nChanged 2270
		SP:Iteration 11F (5017.870000 sec): 3 clusters
  Score: Raw -5466056.006291 + Penalty 5193.159161 = -5460862.847130
  nChanged 1566
		SP:Iteration 12Q (5018.000000 sec): 3 clusters
  Score: Raw -5467571.701026 + Penalty 5193.159161 = -5462378.541864
  nChanged 847
		SP:Iteration 13Q (5018.120000 sec): 3 clusters
  Score: Raw -5468330.125624 + Penalty 5193.159161 = -5463136.966463
  nChanged 406
		SP:Iteration 14Q (5018.220000 sec): 3 clusters
  Score: Raw -5468697.726468 + Penalty 5193.159161 = -5463504.567307
  nChanged 190
		SP:Iteration 15Q (5018.320000 sec): 3 clusters
  Score: Raw -5468876.037124 + Penalty 5193.159161 = -5463682.877963
  nChanged 109
		SP:Iteration 16Q (5018.420000 sec): 3 clusters
  Score: Raw -5468989.400144 + Penalty 5193.159161 = -5463796.240983
  nChanged 67
		SP:Iteration 17Q (5018.520000 sec): 3 clusters
  Score: Raw -5469060.245832 + Penalty 5193.159161 = -5463867.086671
  nChanged 29
		SP:Iteration 18Q (5018.610000 sec): 3 clusters
  Score: Raw -5469088.723919 + Penalty 5193.159161 = -5463895.564757
  nChanged 14
		SP:Iteration 19Q (5018.700000 sec): 3 clusters
  Score: Raw -5469102.101650 + Penalty 5193.159161 = -5463908.942488
  nChanged 10
		SP:Iteration 20F (5018.830000 sec): 3 clusters
  Score: Raw -5469111.413850 + Penalty 5193.159161 = -5463918.254688
  nChanged 5
		SP:Iteration 21Q (5018.920000 sec): 3 clusters
  Score: Raw -5469117.162340 + Penalty 5193.159161 = -5463924.003178
  nChanged 5
		SP:Iteration 22Q (5019.020000 sec): 3 clusters
  Score: Raw -5469120.847083 + Penalty 5193.159161 = -5463927.687922
  nChanged 6
		SP:Iteration 23Q (5019.110000 sec): 3 clusters
  Score: Raw -5469126.816195 + Penalty 5193.159161 = -5463933.657034
  nChanged 4
		SP:Iteration 24Q (5019.200000 sec): 3 clusters
  Score: Raw -5469130.662477 + Penalty 5193.159161 = -5463937.503315
  nChanged 6
		SP:Iteration 25Q (5019.290000 sec): 3 clusters
  Score: Raw -5469138.044478 + Penalty 5193.159161 = -5463944.885317
  nChanged 6
		SP:Iteration 26Q (5019.380000 sec): 3 clusters
  Score: Raw -5469143.290070 + Penalty 5193.159161 = -5463950.130908
  nChanged 4
		SP:Iteration 27Q (5019.480000 sec): 3 clusters
  Score: Raw -5469146.537218 + Penalty 5193.159161 = -5463953.378057
  nChanged 0
		SP:Iteration 28F (5019.600000 sec): 3 clusters
  Score: Raw -5469146.537218 + Penalty 5193.159161 = -5463953.378057
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5019.930000 sec): 2 clusters
  Score: Raw -14585300.756965 + Penalty 2852.045792 = -14582448.711173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5020.290000 sec): 3 clusters
  Score: Raw -14522037.953948 + Penalty 5704.091584 = -14516333.862365
  nChanged 46554
		SP:Iteration 1F (5020.660000 sec): 3 clusters
  Score: Raw -14548705.684191 + Penalty 5704.091584 = -14543001.592607
  nChanged 3590
		SP:Iteration 2Q (5021.030000 sec): 3 clusters
  Score: Raw -14549761.678664 + Penalty 5704.091584 = -14544057.587080
  nChanged 3990
		SP:Iteration 3Q (5021.400000 sec): 3 clusters
  Score: Raw -14551194.908211 + Penalty 5704.091584 = -14545490.816627
  nChanged 4802
		SP:Iteration 4Q (5021.780000 sec): 3 clusters
  Score: Raw -14553362.402646 + Penalty 5704.091584 = -14547658.311063
  nChanged 5918
		SP:Iteration 5F (5022.140000 sec): 3 clusters
  Score: Raw -14556770.790376 + Penalty 5704.091584 = -14551066.698793
  nChanged 7069
		SP:Iteration 6F (5022.500000 sec): 3 clusters
  Score: Raw -14561739.414832 + Penalty 5704.091584 = -14556035.323248
  nChanged 7776
		SP:Iteration 7F (5022.870000 sec): 3 clusters
  Score: Raw -14567906.687016 + Penalty 5704.091584 = -14562202.595432
  nChanged 7092
		SP:Iteration 8F (5023.240000 sec): 3 clusters
  Score: Raw -14573936.235107 + Penalty 5704.091584 = -14568232.143524
  nChanged 5641
		SP:Iteration 9F (5023.600000 sec): 3 clusters
  Score: Raw -14578850.308559 + Penalty 5704.091584 = -14573146.216975
  nChanged 3713
		SP:Iteration 10Q (5023.960000 sec): 3 clusters
  Score: Raw -14582041.841932 + Penalty 5704.091584 = -14576337.750348
  nChanged 2138
		SP:Iteration 11Q (5024.310000 sec): 3 clusters
  Score: Raw -14583839.440633 + Penalty 5704.091584 = -14578135.349049
  nChanged 1063
		SP:Iteration 12Q (5024.620000 sec): 3 clusters
  Score: Raw -14584735.637496 + Penalty 5704.091584 = -14579031.545913
  nChanged 549
		SP:Iteration 13Q (5024.910000 sec): 3 clusters
  Score: Raw -14585225.978765 + Penalty 5704.091584 = -14579521.887181
  nChanged 277
		SP:Iteration 14Q (5025.180000 sec): 3 clusters
  Score: Raw -14585472.459346 + Penalty 5704.091584 = -14579768.367762
  nChanged 162
		SP:Iteration 15Q (5025.450000 sec): 3 clusters
  Score: Raw -14585610.810046 + Penalty 5704.091584 = -14579906.718462
  nChanged 99
		SP:Iteration 16Q (5025.710000 sec): 3 clusters
  Score: Raw -14585691.789744 + Penalty 5704.091584 = -14579987.698160
  nChanged 65
		SP:Iteration 17Q (5025.960000 sec): 3 clusters
  Score: Raw -14585748.187523 + Penalty 5704.091584 = -14580044.095940
  nChanged 44
		SP:Iteration 18Q (5026.220000 sec): 3 clusters
  Score: Raw -14585779.511028 + Penalty 5704.091584 = -14580075.419445
  nChanged 25
		SP:Iteration 19Q (5026.470000 sec): 3 clusters
  Score: Raw -14585797.804706 + Penalty 5704.091584 = -14580093.713123
  nChanged 17
		SP:Iteration 20F (5026.830000 sec): 3 clusters
  Score: Raw -14585812.567750 + Penalty 5704.091584 = -14580108.476166
  nChanged 17
		SP:Iteration 21Q (5027.080000 sec): 3 clusters
  Score: Raw -14585825.873523 + Penalty 5704.091584 = -14580121.781939
  nChanged 15
		SP:Iteration 22Q (5027.340000 sec): 3 clusters
  Score: Raw -14585834.275742 + Penalty 5704.091584 = -14580130.184159
  nChanged 10
		SP:Iteration 23Q (5027.590000 sec): 3 clusters
  Score: Raw -14585840.196726 + Penalty 5704.091584 = -14580136.105143
  nChanged 7
		SP:Iteration 24Q (5027.840000 sec): 3 clusters
  Score: Raw -14585843.251361 + Penalty 5704.091584 = -14580139.159778
  nChanged 4
		SP:Iteration 25Q (5028.090000 sec): 3 clusters
  Score: Raw -14585846.127088 + Penalty 5704.091584 = -14580142.035505
  nChanged 6
		SP:Iteration 26Q (5028.340000 sec): 3 clusters
  Score: Raw -14585849.320816 + Penalty 5704.091584 = -14580145.229233
  nChanged 2
		SP:Iteration 27Q (5028.600000 sec): 3 clusters
  Score: Raw -14585849.998568 + Penalty 5704.091584 = -14580145.906984
  nChanged 0
		SP:Iteration 28F (5028.960000 sec): 3 clusters
  Score: Raw -14585849.998568 + Penalty 5704.091584 = -14580145.906984
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5029.000000 sec): 2 clusters
  Score: Raw -74856.291948 + Penalty 1616.382476 = -73239.909472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5029.000000 sec): 3 clusters
  Score: Raw -75115.875612 + Penalty 3232.764951 = -71883.110660
  nChanged 233
		SP:Iteration 1F (5029.000000 sec): 3 clusters
  Score: Raw -77619.641638 + Penalty 3232.764951 = -74386.876686
  nChanged 101
		SP:Iteration 2F (5029.000000 sec): 3 clusters
  Score: Raw -79141.435058 + Penalty 3232.764951 = -75908.670106
  nChanged 23
		SP:Iteration 3Q (5029.000000 sec): 3 clusters
  Score: Raw -79742.237510 + Penalty 3232.764951 = -76509.472558
  nChanged 8
		SP:Iteration 4Q (5029.010000 sec): 3 clusters
  Score: Raw -79800.997213 + Penalty 3232.764951 = -76568.232262
  nChanged 2
		SP:Iteration 5Q (5029.010000 sec): 3 clusters
  Score: Raw -79805.578119 + Penalty 3232.764951 = -76572.813167
  nChanged 1
		SP:Iteration 6Q (5029.010000 sec): 3 clusters
  Score: Raw -79807.169169 + Penalty 3232.764951 = -76574.404218
  nChanged 0
		SP:Iteration 7F (5029.010000 sec): 3 clusters
  Score: Raw -79807.169169 + Penalty 3232.764951 = -76574.404218
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 31.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5029.190000 sec): 2 clusters
  Score: Raw -7518386.432317 + Penalty 2689.191557 = -7515697.240760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5029.380000 sec): 3 clusters
  Score: Raw -7486611.156517 + Penalty 5378.383114 = -7481232.773403
  nChanged 23699
		SP:Iteration 1F (5029.560000 sec): 3 clusters
  Score: Raw -7499612.513508 + Penalty 5378.383114 = -7494234.130394
  nChanged 2027
		SP:Iteration 2Q (5029.760000 sec): 3 clusters
  Score: Raw -7500164.414760 + Penalty 5378.383114 = -7494786.031647
  nChanged 1919
		SP:Iteration 3Q (5029.950000 sec): 3 clusters
  Score: Raw -7500728.462583 + Penalty 5378.383114 = -7495350.079469
  nChanged 1950
		SP:Iteration 4Q (5030.140000 sec): 3 clusters
  Score: Raw -7501332.391914 + Penalty 5378.383114 = -7495954.008800
  nChanged 2013
		SP:Iteration 5Q (5030.340000 sec): 3 clusters
  Score: Raw -7501951.877894 + Penalty 5378.383114 = -7496573.494781
  nChanged 2039
		SP:Iteration 6Q (5030.530000 sec): 3 clusters
  Score: Raw -7502658.197254 + Penalty 5378.383114 = -7497279.814141
  nChanged 2252
		SP:Iteration 7Q (5030.730000 sec): 3 clusters
  Score: Raw -7503518.584425 + Penalty 5378.383114 = -7498140.201312
  nChanged 2352
		SP:Iteration 8Q (5030.920000 sec): 3 clusters
  Score: Raw -7504489.332602 + Penalty 5378.383114 = -7499110.949488
  nChanged 2358
		SP:Iteration 9Q (5031.110000 sec): 3 clusters
  Score: Raw -7505531.563023 + Penalty 5378.383114 = -7500153.179910
  nChanged 2441
		SP:Iteration 10Q (5031.310000 sec): 3 clusters
  Score: Raw -7506677.832525 + Penalty 5378.383114 = -7501299.449411
  nChanged 2375
		SP:Iteration 11Q (5031.500000 sec): 3 clusters
  Score: Raw -7507859.218467 + Penalty 5378.383114 = -7502480.835353
  nChanged 2280
		SP:Iteration 12Q (5031.690000 sec): 3 clusters
  Score: Raw -7509062.536901 + Penalty 5378.383114 = -7503684.153787
  nChanged 2105
		SP:Iteration 13Q (5031.880000 sec): 3 clusters
  Score: Raw -7510290.216784 + Penalty 5378.383114 = -7504911.833671
  nChanged 1935
		SP:Iteration 14Q (5032.070000 sec): 3 clusters
  Score: Raw -7511533.720237 + Penalty 5378.383114 = -7506155.337123
  nChanged 1713
		SP:Iteration 15Q (5032.270000 sec): 3 clusters
  Score: Raw -7512751.663611 + Penalty 5378.383114 = -7507373.280497
  nChanged 1516
		SP:Iteration 16Q (5032.460000 sec): 3 clusters
  Score: Raw -7513925.144643 + Penalty 5378.383114 = -7508546.761529
  nChanged 1309
		SP:Iteration 17Q (5032.640000 sec): 3 clusters
  Score: Raw -7514931.052902 + Penalty 5378.383114 = -7509552.669788
  nChanged 1048
		SP:Iteration 18Q (5032.810000 sec): 3 clusters
  Score: Raw -7515649.354926 + Penalty 5378.383114 = -7510270.971812
  nChanged 815
		SP:Iteration 19Q (5032.970000 sec): 3 clusters
  Score: Raw -7516138.546203 + Penalty 5378.383114 = -7510760.163089
  nChanged 632
		SP:Iteration 20F (5033.160000 sec): 3 clusters
  Score: Raw -7516492.708259 + Penalty 5378.383114 = -7511114.325146
  nChanged 546
		SP:Iteration 21Q (5033.310000 sec): 3 clusters
  Score: Raw -7516777.616510 + Penalty 5378.383114 = -7511399.233396
  nChanged 462
		SP:Iteration 22Q (5033.460000 sec): 3 clusters
  Score: Raw -7517018.450164 + Penalty 5378.383114 = -7511640.067051
  nChanged 393
		SP:Iteration 23Q (5033.610000 sec): 3 clusters
  Score: Raw -7517218.123774 + Penalty 5378.383114 = -7511839.740660
  nChanged 345
		SP:Iteration 24Q (5033.750000 sec): 3 clusters
  Score: Raw -7517390.326543 + Penalty 5378.383114 = -7512011.943429
  nChanged 313
		SP:Iteration 25Q (5033.890000 sec): 3 clusters
  Score: Raw -7517542.396499 + Penalty 5378.383114 = -7512164.013386
  nChanged 273
		SP:Iteration 26Q (5034.040000 sec): 3 clusters
  Score: Raw -7517666.008036 + Penalty 5378.383114 = -7512287.624922
  nChanged 237
		SP:Iteration 27Q (5034.180000 sec): 3 clusters
  Score: Raw -7517779.963347 + Penalty 5378.383114 = -7512401.580233
  nChanged 228
		SP:Iteration 28Q (5034.320000 sec): 3 clusters
  Score: Raw -7517895.373466 + Penalty 5378.383114 = -7512516.990352
  nChanged 193
		SP:Iteration 29Q (5034.450000 sec): 3 clusters
  Score: Raw -7517986.302519 + Penalty 5378.383114 = -7512607.919406
  nChanged 174
		SP:Iteration 30Q (5034.590000 sec): 3 clusters
  Score: Raw -7518064.443255 + Penalty 5378.383114 = -7512686.060141
  nChanged 147
		SP:Iteration 31Q (5034.730000 sec): 3 clusters
  Score: Raw -7518140.121627 + Penalty 5378.383114 = -7512761.738513
  nChanged 135
		SP:Iteration 32Q (5034.870000 sec): 3 clusters
  Score: Raw -7518210.325274 + Penalty 5378.383114 = -7512831.942160
  nChanged 128
		SP:Iteration 33Q (5035.000000 sec): 3 clusters
  Score: Raw -7518281.429895 + Penalty 5378.383114 = -7512903.046782
  nChanged 107
		SP:Iteration 34Q (5035.140000 sec): 3 clusters
  Score: Raw -7518340.279828 + Penalty 5378.383114 = -7512961.896714
  nChanged 99
		SP:Iteration 35Q (5035.270000 sec): 3 clusters
  Score: Raw -7518395.949832 + Penalty 5378.383114 = -7513017.566718
  nChanged 79
		SP:Iteration 36Q (5035.410000 sec): 3 clusters
  Score: Raw -7518446.456500 + Penalty 5378.383114 = -7513068.073386
  nChanged 69
		SP:Iteration 37Q (5035.540000 sec): 3 clusters
  Score: Raw -7518486.445706 + Penalty 5378.383114 = -7513108.062593
  nChanged 59
		SP:Iteration 38Q (5035.670000 sec): 3 clusters
  Score: Raw -7518518.742801 + Penalty 5378.383114 = -7513140.359688
  nChanged 40
		SP:Iteration 39Q (5035.800000 sec): 3 clusters
  Score: Raw -7518540.085493 + Penalty 5378.383114 = -7513161.702379
  nChanged 38
		SP:Iteration 40F (5035.990000 sec): 3 clusters
  Score: Raw -7518560.701626 + Penalty 5378.383114 = -7513182.318513
  nChanged 22
		SP:Iteration 41Q (5036.120000 sec): 3 clusters
  Score: Raw -7518574.797414 + Penalty 5378.383114 = -7513196.414300
  nChanged 23
		SP:Iteration 42Q (5036.250000 sec): 3 clusters
  Score: Raw -7518590.677934 + Penalty 5378.383114 = -7513212.294820
  nChanged 24
		SP:Iteration 43Q (5036.390000 sec): 3 clusters
  Score: Raw -7518605.666478 + Penalty 5378.383114 = -7513227.283365
  nChanged 19
		SP:Iteration 44Q (5036.520000 sec): 3 clusters
  Score: Raw -7518618.670188 + Penalty 5378.383114 = -7513240.287074
  nChanged 17
		SP:Iteration 45Q (5036.650000 sec): 3 clusters
  Score: Raw -7518628.219473 + Penalty 5378.383114 = -7513249.836359
  nChanged 18
		SP:Iteration 46Q (5036.780000 sec): 3 clusters
  Score: Raw -7518638.627996 + Penalty 5378.383114 = -7513260.244883
  nChanged 21
		SP:Iteration 47Q (5036.910000 sec): 3 clusters
  Score: Raw -7518651.679323 + Penalty 5378.383114 = -7513273.296209
  nChanged 20
		SP:Iteration 48Q (5037.040000 sec): 3 clusters
  Score: Raw -7518662.159345 + Penalty 5378.383114 = -7513283.776231
  nChanged 12
		SP:Iteration 49Q (5037.170000 sec): 3 clusters
  Score: Raw -7518669.303734 + Penalty 5378.383114 = -7513290.920620
  nChanged 10
		SP:Iteration 50Q (5037.310000 sec): 3 clusters
  Score: Raw -7518675.204379 + Penalty 5378.383114 = -7513296.821265
  nChanged 8
		SP:Iteration 51Q (5037.440000 sec): 3 clusters
  Score: Raw -7518681.203046 + Penalty 5378.383114 = -7513302.819933
  nChanged 16
		SP:Iteration 52Q (5037.570000 sec): 3 clusters
  Score: Raw -7518691.445834 + Penalty 5378.383114 = -7513313.062721
  nChanged 15
		SP:Iteration 53Q (5037.700000 sec): 3 clusters
  Score: Raw -7518704.401567 + Penalty 5378.383114 = -7513326.018453
  nChanged 10
		SP:Iteration 54Q (5037.830000 sec): 3 clusters
  Score: Raw -7518709.182794 + Penalty 5378.383114 = -7513330.799680
  nChanged 4
		SP:Iteration 55Q (5037.960000 sec): 3 clusters
  Score: Raw -7518712.060359 + Penalty 5378.383114 = -7513333.677246
  nChanged 2
		SP:Iteration 56Q (5038.090000 sec): 3 clusters
  Score: Raw -7518713.100144 + Penalty 5378.383114 = -7513334.717031
  nChanged 2
		SP:Iteration 57Q (5038.220000 sec): 3 clusters
  Score: Raw -7518714.415783 + Penalty 5378.383114 = -7513336.032669
  nChanged 2
		SP:Iteration 58Q (5038.350000 sec): 3 clusters
  Score: Raw -7518715.953410 + Penalty 5378.383114 = -7513337.570296
  nChanged 2
		SP:Iteration 59Q (5038.490000 sec): 3 clusters
  Score: Raw -7518717.159241 + Penalty 5378.383114 = -7513338.776128
  nChanged 1
		SP:Iteration 60F (5038.670000 sec): 3 clusters
  Score: Raw -7518717.520593 + Penalty 5378.383114 = -7513339.137479
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5038.700000 sec): 2 clusters
  Score: Raw -61959.110712 + Penalty 1516.741247 = -60442.369465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5038.700000 sec): 3 clusters
  Score: Raw -62215.975112 + Penalty 3033.482494 = -59182.492618
  nChanged 122
		SP:Iteration 1F (5038.700000 sec): 3 clusters
  Score: Raw -62618.274511 + Penalty 3033.482494 = -59584.792017
  nChanged 32
		SP:Iteration 2F (5038.700000 sec): 3 clusters
  Score: Raw -62781.051617 + Penalty 3033.482494 = -59747.569123
  nChanged 11
		SP:Iteration 3Q (5038.700000 sec): 3 clusters
  Score: Raw -62841.862565 + Penalty 3033.482494 = -59808.380071
  nChanged 6
		SP:Iteration 4Q (5038.710000 sec): 3 clusters
  Score: Raw -62871.995533 + Penalty 3033.482494 = -59838.513039
  nChanged 5
		SP:Iteration 5Q (5038.710000 sec): 3 clusters
  Score: Raw -62924.409954 + Penalty 3033.482494 = -59890.927460
  nChanged 6
		SP:Iteration 6Q (5038.710000 sec): 3 clusters
  Score: Raw -62968.044223 + Penalty 3033.482494 = -59934.561729
  nChanged 5
		SP:Iteration 7Q (5038.710000 sec): 3 clusters
  Score: Raw -62984.313484 + Penalty 3033.482494 = -59950.830989
  nChanged 5
		SP:Iteration 8Q (5038.710000 sec): 3 clusters
  Score: Raw -63005.111276 + Penalty 3033.482494 = -59971.628782
  nChanged 5
		SP:Iteration 9Q (5038.710000 sec): 3 clusters
  Score: Raw -63117.145232 + Penalty 3033.482494 = -60083.662738
  nChanged 5
		SP:Iteration 10Q (5038.710000 sec): 3 clusters
  Score: Raw -63137.873376 + Penalty 3033.482494 = -60104.390882
  nChanged 2
		SP:Iteration 11Q (5038.710000 sec): 3 clusters
  Score: Raw -63151.310793 + Penalty 3033.482494 = -60117.828299
  nChanged 2
		SP:Iteration 12Q (5038.710000 sec): 3 clusters
  Score: Raw -63155.791122 + Penalty 3033.482494 = -60122.308628
  nChanged 0
		SP:Iteration 13F (5038.720000 sec): 3 clusters
  Score: Raw -63155.791122 + Penalty 3033.482494 = -60122.308628
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5038.720000 sec): 2 clusters
  Score: Raw -89509.118693 + Penalty 1606.289146 = -87902.829547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5038.720000 sec): 3 clusters
  Score: Raw -89581.292907 + Penalty 3212.578292 = -86368.714615
  nChanged 154
		SP:Iteration 1F (5038.730000 sec): 3 clusters
  Score: Raw -90012.663123 + Penalty 3212.578292 = -86800.084831
  nChanged 58
		SP:Iteration 2F (5038.730000 sec): 3 clusters
  Score: Raw -90198.685799 + Penalty 3212.578292 = -86986.107507
  nChanged 34
		SP:Iteration 3F (5038.730000 sec): 3 clusters
  Score: Raw -90352.486208 + Penalty 3212.578292 = -87139.907916
  nChanged 31
		SP:Iteration 4Q (5038.730000 sec): 3 clusters
  Score: Raw -90497.045657 + Penalty 3212.578292 = -87284.467365
  nChanged 15
		SP:Iteration 5Q (5038.730000 sec): 3 clusters
  Score: Raw -90549.558495 + Penalty 3212.578292 = -87336.980203
  nChanged 10
		SP:Iteration 6Q (5038.740000 sec): 3 clusters
  Score: Raw -90606.040623 + Penalty 3212.578292 = -87393.462331
  nChanged 14
		SP:Iteration 7Q (5038.740000 sec): 3 clusters
  Score: Raw -90671.469067 + Penalty 3212.578292 = -87458.890775
  nChanged 7
		SP:Iteration 8Q (5038.740000 sec): 3 clusters
  Score: Raw -90714.753716 + Penalty 3212.578292 = -87502.175424
  nChanged 8
		SP:Iteration 9Q (5038.740000 sec): 3 clusters
  Score: Raw -90744.453546 + Penalty 3212.578292 = -87531.875254
  nChanged 4
		SP:Iteration 10Q (5038.750000 sec): 3 clusters
  Score: Raw -90764.009017 + Penalty 3212.578292 = -87551.430725
  nChanged 3
		SP:Iteration 11Q (5038.750000 sec): 3 clusters
  Score: Raw -90774.573601 + Penalty 3212.578292 = -87561.995309
  nChanged 1
		SP:Iteration 12Q (5038.750000 sec): 3 clusters
  Score: Raw -90779.083934 + Penalty 3212.578292 = -87566.505642
  nChanged 1
		SP:Iteration 13Q (5038.750000 sec): 3 clusters
  Score: Raw -90782.636752 + Penalty 3212.578292 = -87570.058460
  nChanged 0
		SP:Iteration 14F (5038.750000 sec): 3 clusters
  Score: Raw -90783.288242 + Penalty 3212.578292 = -87570.709950
  nChanged 2
		SP:Iteration 15Q (5038.750000 sec): 3 clusters
  Score: Raw -90816.431502 + Penalty 3212.578292 = -87603.853210
  nChanged 5
		SP:Iteration 16Q (5038.760000 sec): 3 clusters
  Score: Raw -90835.562164 + Penalty 3212.578292 = -87622.983872
  nChanged 2
		SP:Iteration 17Q (5038.760000 sec): 3 clusters
  Score: Raw -90844.610186 + Penalty 3212.578292 = -87632.031894
  nChanged 1
		SP:Iteration 18Q (5038.760000 sec): 3 clusters
  Score: Raw -90854.523845 + Penalty 3212.578292 = -87641.945553
  nChanged 2
		SP:Iteration 19Q (5038.760000 sec): 3 clusters
  Score: Raw -90869.115316 + Penalty 3212.578292 = -87656.537024
  nChanged 4
		SP:Iteration 20F (5038.770000 sec): 3 clusters
  Score: Raw -90885.932091 + Penalty 3212.578292 = -87673.353799
  nChanged 5
		SP:Iteration 21Q (5038.770000 sec): 3 clusters
  Score: Raw -90965.203045 + Penalty 3212.578292 = -87752.624753
  nChanged 12
		SP:Iteration 22Q (5038.770000 sec): 3 clusters
  Score: Raw -91153.977455 + Penalty 3212.578292 = -87941.399163
  nChanged 4
		SP:Iteration 23Q (5038.770000 sec): 3 clusters
  Score: Raw -91175.301676 + Penalty 3212.578292 = -87962.723384
  nChanged 2
		SP:Iteration 24Q (5038.770000 sec): 3 clusters
  Score: Raw -91179.520705 + Penalty 3212.578292 = -87966.942413
  nChanged 1
		SP:Iteration 25Q (5038.770000 sec): 3 clusters
  Score: Raw -91183.172529 + Penalty 3212.578292 = -87970.594237
  nChanged 0
		SP:Iteration 26F (5038.780000 sec): 3 clusters
  Score: Raw -91183.172529 + Penalty 3212.578292 = -87970.594237
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 32.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (270214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5039.680000 sec): 2 clusters
  Score: Raw -39985991.386586 + Penalty 3101.728440 = -39982889.658146
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5040.680000 sec): 3 clusters
  Score: Raw -39807195.070625 + Penalty 6203.456880 = -39800991.613745
  nChanged 130534
		SP:Iteration 1F (5041.690000 sec): 3 clusters
  Score: Raw -39883668.818350 + Penalty 6203.456880 = -39877465.361470
  nChanged 5140
		SP:Iteration 2Q (5042.710000 sec): 3 clusters
  Score: Raw -39884380.080406 + Penalty 6203.456880 = -39878176.623525
  nChanged 5340
		SP:Iteration 3Q (5043.730000 sec): 3 clusters
  Score: Raw -39885214.015522 + Penalty 6203.456880 = -39879010.558642
  nChanged 6021
		SP:Iteration 4Q (5044.760000 sec): 3 clusters
  Score: Raw -39886393.176763 + Penalty 6203.456880 = -39880189.719883
  nChanged 7530
		SP:Iteration 5Q (5045.790000 sec): 3 clusters
  Score: Raw -39888419.676715 + Penalty 6203.456880 = -39882216.219835
  nChanged 10458
		SP:Iteration 6Q (5046.820000 sec): 3 clusters
  Score: Raw -39892368.842966 + Penalty 6203.456880 = -39886165.386086
  nChanged 14971
		SP:Iteration 7F (5047.810000 sec): 3 clusters
  Score: Raw -39900321.305414 + Penalty 6203.456880 = -39894117.848534
  nChanged 21013
		SP:Iteration 8F (5048.800000 sec): 3 clusters
  Score: Raw -39915633.318684 + Penalty 6203.456880 = -39909429.861804
  nChanged 25931
		SP:Iteration 9F (5049.800000 sec): 3 clusters
  Score: Raw -39939400.881527 + Penalty 6203.456880 = -39933197.424647
  nChanged 24056
		SP:Iteration 10F (5050.800000 sec): 3 clusters
  Score: Raw -39963974.261961 + Penalty 6203.456880 = -39957770.805081
  nChanged 14675
		SP:Iteration 11F (5051.780000 sec): 3 clusters
  Score: Raw -39978945.146073 + Penalty 6203.456880 = -39972741.689193
  nChanged 5636
		SP:Iteration 12Q (5052.640000 sec): 3 clusters
  Score: Raw -39984331.825729 + Penalty 6203.456880 = -39978128.368848
  nChanged 1490
		SP:Iteration 13Q (5053.390000 sec): 3 clusters
  Score: Raw -39985717.055677 + Penalty 6203.456880 = -39979513.598796
  nChanged 333
		SP:Iteration 14Q (5054.100000 sec): 3 clusters
  Score: Raw -39986056.501078 + Penalty 6203.456880 = -39979853.044198
  nChanged 101
		SP:Iteration 15Q (5054.790000 sec): 3 clusters
  Score: Raw -39986176.642160 + Penalty 6203.456880 = -39979973.185280
  nChanged 55
		SP:Iteration 16Q (5055.470000 sec): 3 clusters
  Score: Raw -39986245.375332 + Penalty 6203.456880 = -39980041.918452
  nChanged 29
		SP:Iteration 17Q (5056.160000 sec): 3 clusters
  Score: Raw -39986285.932183 + Penalty 6203.456880 = -39980082.475303
  nChanged 19
		SP:Iteration 18Q (5056.840000 sec): 3 clusters
  Score: Raw -39986313.071881 + Penalty 6203.456880 = -39980109.615001
  nChanged 15
		SP:Iteration 19Q (5057.520000 sec): 3 clusters
  Score: Raw -39986333.491007 + Penalty 6203.456880 = -39980130.034127
  nChanged 9
		SP:Iteration 20F (5058.500000 sec): 3 clusters
  Score: Raw -39986348.705196 + Penalty 6203.456880 = -39980145.248316
  nChanged 4
		SP:Iteration 21Q (5059.190000 sec): 3 clusters
  Score: Raw -39986357.097161 + Penalty 6203.456880 = -39980153.640280
  nChanged 7
		SP:Iteration 22Q (5059.870000 sec): 3 clusters
  Score: Raw -39986371.412054 + Penalty 6203.456880 = -39980167.955174
  nChanged 11
		SP:Iteration 23Q (5060.560000 sec): 3 clusters
  Score: Raw -39986387.239845 + Penalty 6203.456880 = -39980183.782965
  nChanged 3
		SP:Iteration 24Q (5061.230000 sec): 3 clusters
  Score: Raw -39986389.437181 + Penalty 6203.456880 = -39980185.980301
  nChanged 2
		SP:Iteration 25Q (5061.920000 sec): 3 clusters
  Score: Raw -39986392.713258 + Penalty 6203.456880 = -39980189.256378
  nChanged 1
		SP:Iteration 26Q (5062.600000 sec): 3 clusters
  Score: Raw -39986393.202706 + Penalty 6203.456880 = -39980189.745826
  nChanged 0
		SP:Iteration 27F (5063.580000 sec): 3 clusters
  Score: Raw -39986393.202706 + Penalty 6203.456880 = -39980189.745826
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5063.780000 sec): 2 clusters
  Score: Raw -5117737.973293 + Penalty 2583.838474 = -5115154.134819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5063.910000 sec): 3 clusters
  Score: Raw -5097480.229071 + Penalty 5167.676948 = -5092312.552123
  nChanged 15094
		SP:Iteration 1F (5064.030000 sec): 3 clusters
  Score: Raw -5105645.391885 + Penalty 5167.676948 = -5100477.714937
  nChanged 1597
		SP:Iteration 2Q (5064.160000 sec): 3 clusters
  Score: Raw -5106239.773135 + Penalty 5167.676948 = -5101072.096187
  nChanged 1641
		SP:Iteration 3Q (5064.280000 sec): 3 clusters
  Score: Raw -5106954.868854 + Penalty 5167.676948 = -5101787.191906
  nChanged 1905
		SP:Iteration 4F (5064.410000 sec): 3 clusters
  Score: Raw -5108014.276920 + Penalty 5167.676948 = -5102846.599972
  nChanged 2303
		SP:Iteration 5F (5064.530000 sec): 3 clusters
  Score: Raw -5109584.414847 + Penalty 5167.676948 = -5104416.737899
  nChanged 2557
		SP:Iteration 6F (5064.650000 sec): 3 clusters
  Score: Raw -5111711.262778 + Penalty 5167.676948 = -5106543.585830
  nChanged 2535
		SP:Iteration 7F (5064.780000 sec): 3 clusters
  Score: Raw -5114118.887615 + Penalty 5167.676948 = -5108951.210666
  nChanged 1938
		SP:Iteration 8F (5064.900000 sec): 3 clusters
  Score: Raw -5116048.052295 + Penalty 5167.676948 = -5110880.375347
  nChanged 1126
		SP:Iteration 9Q (5065.020000 sec): 3 clusters
  Score: Raw -5117158.732710 + Penalty 5167.676948 = -5111991.055762
  nChanged 486
		SP:Iteration 10Q (5065.130000 sec): 3 clusters
  Score: Raw -5117623.107675 + Penalty 5167.676948 = -5112455.430727
  nChanged 199
		SP:Iteration 11Q (5065.230000 sec): 3 clusters
  Score: Raw -5117830.342664 + Penalty 5167.676948 = -5112662.665716
  nChanged 103
		SP:Iteration 12Q (5065.320000 sec): 3 clusters
  Score: Raw -5117922.816682 + Penalty 5167.676948 = -5112755.139734
  nChanged 46
		SP:Iteration 13Q (5065.410000 sec): 3 clusters
  Score: Raw -5117969.006302 + Penalty 5167.676948 = -5112801.329354
  nChanged 29
		SP:Iteration 14Q (5065.500000 sec): 3 clusters
  Score: Raw -5117996.713676 + Penalty 5167.676948 = -5112829.036727
  nChanged 25
		SP:Iteration 15Q (5065.590000 sec): 3 clusters
  Score: Raw -5118029.538060 + Penalty 5167.676948 = -5112861.861112
  nChanged 20
		SP:Iteration 16Q (5065.680000 sec): 3 clusters
  Score: Raw -5118053.904098 + Penalty 5167.676948 = -5112886.227150
  nChanged 11
		SP:Iteration 17Q (5065.770000 sec): 3 clusters
  Score: Raw -5118067.669081 + Penalty 5167.676948 = -5112899.992133
  nChanged 5
		SP:Iteration 18Q (5065.850000 sec): 3 clusters
  Score: Raw -5118071.572781 + Penalty 5167.676948 = -5112903.895833
  nChanged 1
		SP:Iteration 19Q (5065.940000 sec): 3 clusters
  Score: Raw -5118073.738664 + Penalty 5167.676948 = -5112906.061716
  nChanged 3
		SP:Iteration 20F (5066.070000 sec): 3 clusters
  Score: Raw -5118076.942595 + Penalty 5167.676948 = -5112909.265646
  nChanged 3
		SP:Iteration 21Q (5066.150000 sec): 3 clusters
  Score: Raw -5118080.927316 + Penalty 5167.676948 = -5112913.250367
  nChanged 4
		SP:Iteration 22Q (5066.240000 sec): 3 clusters
  Score: Raw -5118084.408323 + Penalty 5167.676948 = -5112916.731375
  nChanged 1
		SP:Iteration 23Q (5066.330000 sec): 3 clusters
  Score: Raw -5118085.303336 + Penalty 5167.676948 = -5112917.626388
  nChanged 1
		SP:Iteration 24Q (5066.420000 sec): 3 clusters
  Score: Raw -5118085.829450 + Penalty 5167.676948 = -5112918.152502
  nChanged 0
		SP:Iteration 25F (5066.540000 sec): 3 clusters
  Score: Raw -5118085.829450 + Penalty 5167.676948 = -5112918.152502
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1040 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5066.560000 sec): 2 clusters
  Score: Raw -136069.930864 + Penalty 1722.850046 = -134347.080818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5066.560000 sec): 3 clusters
  Score: Raw -135868.484790 + Penalty 3445.700092 = -132422.784698
  nChanged 263
		SP:Iteration 1F (5066.570000 sec): 3 clusters
  Score: Raw -136170.186831 + Penalty 3445.700092 = -132724.486739
  nChanged 80
		SP:Iteration 2F (5066.570000 sec): 3 clusters
  Score: Raw -136276.773611 + Penalty 3445.700092 = -132831.073519
  nChanged 33
		SP:Iteration 3Q (5066.570000 sec): 3 clusters
  Score: Raw -136322.928774 + Penalty 3445.700092 = -132877.228682
  nChanged 19
		SP:Iteration 4Q (5066.580000 sec): 3 clusters
  Score: Raw -136351.560413 + Penalty 3445.700092 = -132905.860321
  nChanged 11
		SP:Iteration 5Q (5066.580000 sec): 3 clusters
  Score: Raw -136368.738330 + Penalty 3445.700092 = -132923.038238
  nChanged 12
		SP:Iteration 6Q (5066.590000 sec): 3 clusters
  Score: Raw -136378.818101 + Penalty 3445.700092 = -132933.118009
  nChanged 11
		SP:Iteration 7Q (5066.590000 sec): 3 clusters
  Score: Raw -136395.285807 + Penalty 3445.700092 = -132949.585715
  nChanged 12
		SP:Iteration 8Q (5066.590000 sec): 3 clusters
  Score: Raw -136411.519637 + Penalty 3445.700092 = -132965.819545
  nChanged 8
		SP:Iteration 9Q (5066.590000 sec): 3 clusters
  Score: Raw -136422.098978 + Penalty 3445.700092 = -132976.398886
  nChanged 7
		SP:Iteration 10Q (5066.600000 sec): 3 clusters
  Score: Raw -136431.034775 + Penalty 3445.700092 = -132985.334683
  nChanged 10
		SP:Iteration 11Q (5066.600000 sec): 3 clusters
  Score: Raw -136446.702524 + Penalty 3445.700092 = -133001.002432
  nChanged 12
		SP:Iteration 12Q (5066.610000 sec): 3 clusters
  Score: Raw -136469.778756 + Penalty 3445.700092 = -133024.078664
  nChanged 12
		SP:Iteration 13Q (5066.610000 sec): 3 clusters
  Score: Raw -136494.643635 + Penalty 3445.700092 = -133048.943543
  nChanged 8
		SP:Iteration 14Q (5066.610000 sec): 3 clusters
  Score: Raw -136503.470707 + Penalty 3445.700092 = -133057.770614
  nChanged 7
		SP:Iteration 15Q (5066.620000 sec): 3 clusters
  Score: Raw -136510.378889 + Penalty 3445.700092 = -133064.678796
  nChanged 4
		SP:Iteration 16Q (5066.620000 sec): 3 clusters
  Score: Raw -136513.742301 + Penalty 3445.700092 = -133068.042209
  nChanged 0
		SP:Iteration 17F (5066.630000 sec): 3 clusters
  Score: Raw -136513.742301 + Penalty 3445.700092 = -133068.042209
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (1144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5066.630000 sec): 2 clusters
  Score: Raw -145614.319752 + Penalty 1746.486971 = -143867.832782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5066.630000 sec): 3 clusters
  Score: Raw -145461.043834 + Penalty 3492.973941 = -141968.069893
  nChanged 349
		SP:Iteration 1F (5066.640000 sec): 3 clusters
  Score: Raw -146382.635907 + Penalty 3492.973941 = -142889.661965
  nChanged 157
		SP:Iteration 2F (5066.640000 sec): 3 clusters
  Score: Raw -147201.433214 + Penalty 3492.973941 = -143708.459273
  nChanged 137
		SP:Iteration 3F (5066.650000 sec): 3 clusters
  Score: Raw -148140.237826 + Penalty 3492.973941 = -144647.263884
  nChanged 76
		SP:Iteration 4F (5066.650000 sec): 3 clusters
  Score: Raw -149593.945254 + Penalty 3492.973941 = -146100.971313
  nChanged 46
		SP:Iteration 5Q (5066.650000 sec): 3 clusters
  Score: Raw -150556.512695 + Penalty 3492.973941 = -147063.538754
  nChanged 37
		SP:Iteration 6Q (5066.660000 sec): 3 clusters
  Score: Raw -150724.420811 + Penalty 3492.973941 = -147231.446870
  nChanged 23
		SP:Iteration 7Q (5066.660000 sec): 3 clusters
  Score: Raw -150825.577812 + Penalty 3492.973941 = -147332.603870
  nChanged 16
		SP:Iteration 8Q (5066.660000 sec): 3 clusters
  Score: Raw -150918.300708 + Penalty 3492.973941 = -147425.326767
  nChanged 19
		SP:Iteration 9Q (5066.670000 sec): 3 clusters
  Score: Raw -151090.219408 + Penalty 3492.973941 = -147597.245466
  nChanged 8
		SP:Iteration 10Q (5066.670000 sec): 3 clusters
  Score: Raw -151155.932487 + Penalty 3492.973941 = -147662.958546
  nChanged 6
		SP:Iteration 11Q (5066.670000 sec): 3 clusters
  Score: Raw -151213.569561 + Penalty 3492.973941 = -147720.595619
  nChanged 5
		SP:Iteration 12Q (5066.670000 sec): 3 clusters
  Score: Raw -151253.072952 + Penalty 3492.973941 = -147760.099011
  nChanged 6
		SP:Iteration 13Q (5066.680000 sec): 3 clusters
  Score: Raw -151303.805796 + Penalty 3492.973941 = -147810.831855
  nChanged 5
		SP:Iteration 14Q (5066.680000 sec): 3 clusters
  Score: Raw -151346.770518 + Penalty 3492.973941 = -147853.796576
  nChanged 3
		SP:Iteration 15Q (5066.680000 sec): 3 clusters
  Score: Raw -151355.556265 + Penalty 3492.973941 = -147862.582324
  nChanged 0
		SP:Iteration 16F (5066.690000 sec): 3 clusters
  Score: Raw -151357.193616 + Penalty 3492.973941 = -147864.219674
  nChanged 2
		SP:Iteration 17Q (5066.690000 sec): 3 clusters
  Score: Raw -151370.549189 + Penalty 3492.973941 = -147877.575248
  nChanged 3
		SP:Iteration 18Q (5066.690000 sec): 3 clusters
  Score: Raw -151386.248287 + Penalty 3492.973941 = -147893.274345
  nChanged 4
		SP:Iteration 19Q (5066.700000 sec): 3 clusters
  Score: Raw -151403.240584 + Penalty 3492.973941 = -147910.266643
  nChanged 2
		SP:Iteration 20F (5066.700000 sec): 3 clusters
  Score: Raw -151413.535013 + Penalty 3492.973941 = -147920.561072
  nChanged 1
		SP:Iteration 21Q (5066.700000 sec): 3 clusters
  Score: Raw -151416.775194 + Penalty 3492.973941 = -147923.801252
  nChanged 0
		SP:Iteration 22F (5066.710000 sec): 3 clusters
  Score: Raw -151416.775194 + Penalty 3492.973941 = -147923.801252
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 33.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5066.710000 sec): 2 clusters
  Score: Raw -59390.796509 + Penalty 1620.739835 = -57770.056674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5066.720000 sec): 3 clusters
  Score: Raw -59677.790028 + Penalty 3241.479670 = -56436.310357
  nChanged 250
		SP:Iteration 1F (5066.720000 sec): 3 clusters
  Score: Raw -61036.846373 + Penalty 3241.479670 = -57795.366702
  nChanged 123
		SP:Iteration 2F (5066.720000 sec): 3 clusters
  Score: Raw -62413.870520 + Penalty 3241.479670 = -59172.390849
  nChanged 45
		SP:Iteration 3F (5066.730000 sec): 3 clusters
  Score: Raw -63481.399773 + Penalty 3241.479670 = -60239.920102
  nChanged 27
		SP:Iteration 4Q (5066.730000 sec): 3 clusters
  Score: Raw -63764.574721 + Penalty 3241.479670 = -60523.095051
  nChanged 11
		SP:Iteration 5Q (5066.730000 sec): 3 clusters
  Score: Raw -63835.687754 + Penalty 3241.479670 = -60594.208084
  nChanged 3
		SP:Iteration 6Q (5066.730000 sec): 3 clusters
  Score: Raw -63844.468050 + Penalty 3241.479670 = -60602.988380
  nChanged 1
		SP:Iteration 7Q (5066.730000 sec): 3 clusters
  Score: Raw -63847.405326 + Penalty 3241.479670 = -60605.925655
  nChanged 1
		SP:Iteration 8Q (5066.730000 sec): 3 clusters
  Score: Raw -63849.655935 + Penalty 3241.479670 = -60608.176264
  nChanged 1
		SP:Iteration 9Q (5066.740000 sec): 3 clusters
  Score: Raw -63851.398440 + Penalty 3241.479670 = -60609.918770
  nChanged 0
		SP:Iteration 10F (5066.740000 sec): 3 clusters
  Score: Raw -63851.398440 + Penalty 3241.479670 = -60609.918770
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 34.
Iteration 99Q (5076.830000 sec): 35 clusters
  Score: Raw -117622239.741133 + Penalty 114739.327988 = -117507500.413145
  nChanged 180
Iteration 100F (5113.820000 sec): 35 clusters
  Score: Raw -117622861.210066 + Penalty 114739.327988 = -117508121.882077
  nChanged 155
Iteration 101Q (5123.820000 sec): 35 clusters
  Score: Raw -117623115.354354 + Penalty 114739.327988 = -117508376.026366
  nChanged 149
Iteration 102Q (5133.820000 sec): 35 clusters
  Score: Raw -117623195.520410 + Penalty 114739.327988 = -117508456.192422
  nChanged 128
Iteration 103Q (5143.800000 sec): 35 clusters
  Score: Raw -117623206.141887 + Penalty 114739.327988 = -117508466.813899
  nChanged 137
Iteration 104Q (5153.780000 sec): 35 clusters
  Score: Raw -117623221.495016 + Penalty 114739.327988 = -117508482.167028
  nChanged 139
Iteration 105Q (5163.760000 sec): 35 clusters
  Score: Raw -117623226.430110 + Penalty 114739.327988 = -117508487.102121
  nChanged 139
Iteration 106Q (5173.730000 sec): 35 clusters
  Score: Raw -117623230.716765 + Penalty 114739.327988 = -117508491.388777
  nChanged 134
Iteration 107Q (5183.770000 sec): 35 clusters
  Score: Raw -117623234.849562 + Penalty 114739.327988 = -117508495.521574
  nChanged 123
Iteration 108Q (5193.740000 sec): 35 clusters
  Score: Raw -117623238.630956 + Penalty 114739.327988 = -117508499.302968
  nChanged 107
Iteration 109Q (5203.720000 sec): 35 clusters
  Score: Raw -117623244.344067 + Penalty 114739.327988 = -117508505.016079
  nChanged 104
Iteration 110Q (5213.690000 sec): 35 clusters
  Score: Raw -117623247.459888 + Penalty 114739.327988 = -117508508.131900
  nChanged 90
Iteration 111Q (5223.720000 sec): 35 clusters
  Score: Raw -117623250.426673 + Penalty 114739.327988 = -117508511.098685
  nChanged 98
Iteration 112Q (5233.690000 sec): 35 clusters
  Score: Raw -117623253.216320 + Penalty 114739.327988 = -117508513.888332
  nChanged 95
Iteration 113Q (5243.680000 sec): 35 clusters
  Score: Raw -117623255.100484 + Penalty 114739.327988 = -117508515.772496
  nChanged 74
Iteration 114Q (5253.640000 sec): 35 clusters
  Score: Raw -117623256.399633 + Penalty 114739.327988 = -117508517.071645
  nChanged 81
Iteration 115Q (5263.620000 sec): 35 clusters
  Score: Raw -117623258.361524 + Penalty 114739.327988 = -117508519.033536
  nChanged 78
Iteration 116Q (5273.610000 sec): 35 clusters
  Score: Raw -117623260.410304 + Penalty 114739.327988 = -117508521.082316
  nChanged 59
Iteration 117Q (5283.580000 sec): 35 clusters
  Score: Raw -117623261.955661 + Penalty 114739.327988 = -117508522.627673
  nChanged 59
Iteration 118Q (5293.530000 sec): 35 clusters
  Score: Raw -117623263.095758 + Penalty 114739.327988 = -117508523.767770
  nChanged 54
Iteration 119Q (5303.490000 sec): 35 clusters
  Score: Raw -117623264.068852 + Penalty 114739.327988 = -117508524.740864
  nChanged 54
Iteration 120F (5340.430000 sec): 35 clusters
  Score: Raw -117623268.575188 + Penalty 114739.327988 = -117508529.247200
  nChanged 55
Iteration 121Q (5350.420000 sec): 35 clusters
  Score: Raw -117623374.608073 + Penalty 114739.327988 = -117508635.280084
  nChanged 62
Iteration 122Q (5360.410000 sec): 35 clusters
  Score: Raw -117623474.840407 + Penalty 114739.327988 = -117508735.512419
  nChanged 44
Iteration 123Q (5370.370000 sec): 35 clusters
  Score: Raw -117623500.457534 + Penalty 114739.327988 = -117508761.129546
  nChanged 43
Iteration 124Q (5380.300000 sec): 35 clusters
  Score: Raw -117623511.667185 + Penalty 114739.327988 = -117508772.339197
  nChanged 42
Iteration 125Q (5390.250000 sec): 35 clusters
  Score: Raw -117623553.364583 + Penalty 114739.327988 = -117508814.036595
  nChanged 46
Iteration 126Q (5400.200000 sec): 35 clusters
  Score: Raw -117623556.931999 + Penalty 114739.327988 = -117508817.604011
  nChanged 34
Iteration 127Q (5410.060000 sec): 35 clusters
  Score: Raw -117623557.643739 + Penalty 114739.327988 = -117508818.315751
  nChanged 28
Iteration 128Q (5419.960000 sec): 35 clusters
  Score: Raw -117623558.643016 + Penalty 114739.327988 = -117508819.315027
  nChanged 26
Iteration 129Q (5429.910000 sec): 35 clusters
  Score: Raw -117623560.151686 + Penalty 114739.327988 = -117508820.823698
  nChanged 21
Iteration 130Q (5439.870000 sec): 35 clusters
  Score: Raw -117623560.842062 + Penalty 114739.327988 = -117508821.514073
  nChanged 32
Iteration 131Q (5449.820000 sec): 35 clusters
  Score: Raw -117623561.565397 + Penalty 114739.327988 = -117508822.237409
  nChanged 31
Iteration 132Q (5459.770000 sec): 35 clusters
  Score: Raw -117623562.211301 + Penalty 114739.327988 = -117508822.883313
  nChanged 35
Iteration 133Q (5469.730000 sec): 35 clusters
  Score: Raw -117623563.058173 + Penalty 114739.327988 = -117508823.730185
  nChanged 29
Iteration 134Q (5479.770000 sec): 35 clusters
  Score: Raw -117623563.764008 + Penalty 114739.327988 = -117508824.436020
  nChanged 27
Iteration 135Q (5489.770000 sec): 35 clusters
  Score: Raw -117623564.382839 + Penalty 114739.327988 = -117508825.054850
  nChanged 31
Iteration 136Q (5499.720000 sec): 35 clusters
  Score: Raw -117623565.191451 + Penalty 114739.327988 = -117508825.863463
  nChanged 36
Iteration 137Q (5509.660000 sec): 35 clusters
  Score: Raw -117623566.061318 + Penalty 114739.327988 = -117508826.733330
  nChanged 24
Iteration 138Q (5519.590000 sec): 35 clusters
  Score: Raw -117623566.608845 + Penalty 114739.327988 = -117508827.280857
  nChanged 20
Writing temp clu file 
Because OldScore, -117508826.733330, is greater than current (better) Score,-117508827.280857 
 Compute initial score before splitting:   Score: Raw -117623566.608845 + Penalty 114739.327988 = -117508827.280857
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5519.750000 sec): 2 clusters
  Score: Raw -1045983.677138 + Penalty 2200.342051 = -1043783.335087
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5519.790000 sec): 3 clusters
  Score: Raw -1042337.449800 + Penalty 4400.684102 = -1037936.765699
  nChanged 2805
		SP:Iteration 1F (5519.820000 sec): 3 clusters
  Score: Raw -1043852.828936 + Penalty 4400.684102 = -1039452.144834
  nChanged 474
		SP:Iteration 2F (5519.840000 sec): 3 clusters
  Score: Raw -1044094.424039 + Penalty 4400.684102 = -1039693.739937
  nChanged 315
		SP:Iteration 3Q (5519.870000 sec): 3 clusters
  Score: Raw -1044240.705574 + Penalty 4400.684102 = -1039840.021473
  nChanged 235
		SP:Iteration 4Q (5519.890000 sec): 3 clusters
  Score: Raw -1044351.975263 + Penalty 4400.684102 = -1039951.291161
  nChanged 215
		SP:Iteration 5Q (5519.920000 sec): 3 clusters
  Score: Raw -1044439.528939 + Penalty 4400.684102 = -1040038.844837
  nChanged 195
		SP:Iteration 6Q (5519.950000 sec): 3 clusters
  Score: Raw -1044519.248032 + Penalty 4400.684102 = -1040118.563930
  nChanged 167
		SP:Iteration 7Q (5519.970000 sec): 3 clusters
  Score: Raw -1044588.979056 + Penalty 4400.684102 = -1040188.294955
  nChanged 158
		SP:Iteration 8Q (5520.000000 sec): 3 clusters
  Score: Raw -1044658.422329 + Penalty 4400.684102 = -1040257.738228
  nChanged 154
		SP:Iteration 9Q (5520.020000 sec): 3 clusters
  Score: Raw -1044725.011727 + Penalty 4400.684102 = -1040324.327625
  nChanged 162
		SP:Iteration 10Q (5520.050000 sec): 3 clusters
  Score: Raw -1044802.816131 + Penalty 4400.684102 = -1040402.132030
  nChanged 182
		SP:Iteration 11Q (5520.070000 sec): 3 clusters
  Score: Raw -1044891.847679 + Penalty 4400.684102 = -1040491.163577
  nChanged 173
		SP:Iteration 12Q (5520.100000 sec): 3 clusters
  Score: Raw -1044976.027665 + Penalty 4400.684102 = -1040575.343563
  nChanged 163
		SP:Iteration 13Q (5520.130000 sec): 3 clusters
  Score: Raw -1045068.430341 + Penalty 4400.684102 = -1040667.746240
  nChanged 172
		SP:Iteration 14Q (5520.150000 sec): 3 clusters
  Score: Raw -1045173.061487 + Penalty 4400.684102 = -1040772.377385
  nChanged 170
		SP:Iteration 15Q (5520.170000 sec): 3 clusters
  Score: Raw -1045274.582365 + Penalty 4400.684102 = -1040873.898263
  nChanged 178
		SP:Iteration 16Q (5520.200000 sec): 3 clusters
  Score: Raw -1045398.336720 + Penalty 4400.684102 = -1040997.652619
  nChanged 178
		SP:Iteration 17Q (5520.220000 sec): 3 clusters
  Score: Raw -1045519.824044 + Penalty 4400.684102 = -1041119.139943
  nChanged 172
		SP:Iteration 18Q (5520.250000 sec): 3 clusters
  Score: Raw -1045638.384595 + Penalty 4400.684102 = -1041237.700493
  nChanged 164
		SP:Iteration 19Q (5520.270000 sec): 3 clusters
  Score: Raw -1045751.271009 + Penalty 4400.684102 = -1041350.586908
  nChanged 142
		SP:Iteration 20F (5520.300000 sec): 3 clusters
  Score: Raw -1045846.641048 + Penalty 4400.684102 = -1041445.956947
  nChanged 113
		SP:Iteration 21Q (5520.320000 sec): 3 clusters
  Score: Raw -1045923.822033 + Penalty 4400.684102 = -1041523.137932
  nChanged 110
		SP:Iteration 22Q (5520.340000 sec): 3 clusters
  Score: Raw -1046002.104151 + Penalty 4400.684102 = -1041601.420049
  nChanged 93
		SP:Iteration 23Q (5520.370000 sec): 3 clusters
  Score: Raw -1046075.275644 + Penalty 4400.684102 = -1041674.591542
  nChanged 80
		SP:Iteration 24Q (5520.390000 sec): 3 clusters
  Score: Raw -1046128.326702 + Penalty 4400.684102 = -1041727.642600
  nChanged 55
		SP:Iteration 25Q (5520.410000 sec): 3 clusters
  Score: Raw -1046171.707720 + Penalty 4400.684102 = -1041771.023618
  nChanged 46
		SP:Iteration 26Q (5520.430000 sec): 3 clusters
  Score: Raw -1046208.746014 + Penalty 4400.684102 = -1041808.061913
  nChanged 42
		SP:Iteration 27Q (5520.450000 sec): 3 clusters
  Score: Raw -1046242.427476 + Penalty 4400.684102 = -1041841.743375
  nChanged 38
		SP:Iteration 28Q (5520.470000 sec): 3 clusters
  Score: Raw -1046270.485639 + Penalty 4400.684102 = -1041869.801537
  nChanged 19
		SP:Iteration 29Q (5520.490000 sec): 3 clusters
  Score: Raw -1046284.321613 + Penalty 4400.684102 = -1041883.637512
  nChanged 12
		SP:Iteration 30Q (5520.510000 sec): 3 clusters
  Score: Raw -1046292.376540 + Penalty 4400.684102 = -1041891.692439
  nChanged 11
		SP:Iteration 31Q (5520.530000 sec): 3 clusters
  Score: Raw -1046300.008912 + Penalty 4400.684102 = -1041899.324810
  nChanged 9
		SP:Iteration 32Q (5520.550000 sec): 3 clusters
  Score: Raw -1046310.219163 + Penalty 4400.684102 = -1041909.535061
  nChanged 12
		SP:Iteration 33Q (5520.570000 sec): 3 clusters
  Score: Raw -1046319.455276 + Penalty 4400.684102 = -1041918.771175
  nChanged 13
		SP:Iteration 34Q (5520.590000 sec): 3 clusters
  Score: Raw -1046328.862623 + Penalty 4400.684102 = -1041928.178522
  nChanged 7
		SP:Iteration 35Q (5520.610000 sec): 3 clusters
  Score: Raw -1046333.012770 + Penalty 4400.684102 = -1041932.328668
  nChanged 3
		SP:Iteration 36Q (5520.630000 sec): 3 clusters
  Score: Raw -1046335.356379 + Penalty 4400.684102 = -1041934.672277
  nChanged 3
		SP:Iteration 37Q (5520.650000 sec): 3 clusters
  Score: Raw -1046338.913265 + Penalty 4400.684102 = -1041938.229163
  nChanged 3
		SP:Iteration 38Q (5520.670000 sec): 3 clusters
  Score: Raw -1046342.050433 + Penalty 4400.684102 = -1041941.366332
  nChanged 2
		SP:Iteration 39Q (5520.690000 sec): 3 clusters
  Score: Raw -1046343.283474 + Penalty 4400.684102 = -1041942.599372
  nChanged 4
		SP:Iteration 40F (5520.720000 sec): 3 clusters
  Score: Raw -1046346.484797 + Penalty 4400.684102 = -1041945.800695
  nChanged 7
		SP:Iteration 41Q (5520.740000 sec): 3 clusters
  Score: Raw -1046353.108981 + Penalty 4400.684102 = -1041952.424879
  nChanged 7
		SP:Iteration 42Q (5520.760000 sec): 3 clusters
  Score: Raw -1046357.834109 + Penalty 4400.684102 = -1041957.150007
  nChanged 3
		SP:Iteration 43Q (5520.780000 sec): 3 clusters
  Score: Raw -1046359.049471 + Penalty 4400.684102 = -1041958.365370
  nChanged 4
		SP:Iteration 44Q (5520.800000 sec): 3 clusters
  Score: Raw -1046361.340824 + Penalty 4400.684102 = -1041960.656722
  nChanged 2
		SP:Iteration 45Q (5520.820000 sec): 3 clusters
  Score: Raw -1046362.617032 + Penalty 4400.684102 = -1041961.932931
  nChanged 2
		SP:Iteration 46Q (5520.850000 sec): 3 clusters
  Score: Raw -1046363.541881 + Penalty 4400.684102 = -1041962.857779
  nChanged 1
		SP:Iteration 47Q (5520.870000 sec): 3 clusters
  Score: Raw -1046363.951103 + Penalty 4400.684102 = -1041963.267001
  nChanged 2
		SP:Iteration 48Q (5520.890000 sec): 3 clusters
  Score: Raw -1046365.460694 + Penalty 4400.684102 = -1041964.776592
  nChanged 3
		SP:Iteration 49Q (5520.910000 sec): 3 clusters
  Score: Raw -1046367.826639 + Penalty 4400.684102 = -1041967.142538
  nChanged 1
		SP:Iteration 50Q (5520.930000 sec): 3 clusters
  Score: Raw -1046368.407776 + Penalty 4400.684102 = -1041967.723674
  nChanged 1
		SP:Iteration 51Q (5520.950000 sec): 3 clusters
  Score: Raw -1046368.873345 + Penalty 4400.684102 = -1041968.189243
  nChanged 1
		SP:Iteration 52Q (5520.970000 sec): 3 clusters
  Score: Raw -1046370.059607 + Penalty 4400.684102 = -1041969.375505
  nChanged 1
		SP:Iteration 53Q (5520.990000 sec): 3 clusters
  Score: Raw -1046370.669111 + Penalty 4400.684102 = -1041969.985010
  nChanged 1
		SP:Iteration 54Q (5521.010000 sec): 3 clusters
  Score: Raw -1046371.155305 + Penalty 4400.684102 = -1041970.471203
  nChanged 1
		SP:Iteration 55Q (5521.030000 sec): 3 clusters
  Score: Raw -1046372.511459 + Penalty 4400.684102 = -1041971.827358
  nChanged 3
		SP:Iteration 56Q (5521.050000 sec): 3 clusters
  Score: Raw -1046374.349523 + Penalty 4400.684102 = -1041973.665422
  nChanged 1
		SP:Iteration 57Q (5521.070000 sec): 3 clusters
  Score: Raw -1046375.736976 + Penalty 4400.684102 = -1041975.052875
  nChanged 1
		SP:Iteration 58Q (5521.090000 sec): 3 clusters
  Score: Raw -1046376.311223 + Penalty 4400.684102 = -1041975.627121
  nChanged 0
		SP:Iteration 59F (5521.110000 sec): 3 clusters
  Score: Raw -1046376.311223 + Penalty 4400.684102 = -1041975.627121
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5521.140000 sec): 2 clusters
  Score: Raw -1056398.542345 + Penalty 2206.523484 = -1054192.018860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5521.170000 sec): 3 clusters
  Score: Raw -1052585.349126 + Penalty 4413.046968 = -1048172.302158
  nChanged 2933
		SP:Iteration 1F (5521.190000 sec): 3 clusters
  Score: Raw -1054216.327450 + Penalty 4413.046968 = -1049803.280482
  nChanged 512
		SP:Iteration 2F (5521.220000 sec): 3 clusters
  Score: Raw -1054502.682011 + Penalty 4413.046968 = -1050089.635043
  nChanged 407
		SP:Iteration 3F (5521.250000 sec): 3 clusters
  Score: Raw -1054737.720025 + Penalty 4413.046968 = -1050324.673057
  nChanged 382
		SP:Iteration 4F (5521.270000 sec): 3 clusters
  Score: Raw -1054970.500324 + Penalty 4413.046968 = -1050557.453356
  nChanged 309
		SP:Iteration 5Q (5521.300000 sec): 3 clusters
  Score: Raw -1055172.804455 + Penalty 4413.046968 = -1050759.757487
  nChanged 307
		SP:Iteration 6Q (5521.330000 sec): 3 clusters
  Score: Raw -1055356.183172 + Penalty 4413.046968 = -1050943.136204
  nChanged 266
		SP:Iteration 7Q (5521.350000 sec): 3 clusters
  Score: Raw -1055514.212067 + Penalty 4413.046968 = -1051101.165099
  nChanged 231
		SP:Iteration 8Q (5521.380000 sec): 3 clusters
  Score: Raw -1055644.536061 + Penalty 4413.046968 = -1051231.489093
  nChanged 220
		SP:Iteration 9Q (5521.410000 sec): 3 clusters
  Score: Raw -1055776.672912 + Penalty 4413.046968 = -1051363.625944
  nChanged 232
		SP:Iteration 10Q (5521.430000 sec): 3 clusters
  Score: Raw -1055929.441043 + Penalty 4413.046968 = -1051516.394075
  nChanged 216
		SP:Iteration 11Q (5521.460000 sec): 3 clusters
  Score: Raw -1056067.380053 + Penalty 4413.046968 = -1051654.333085
  nChanged 212
		SP:Iteration 12Q (5521.490000 sec): 3 clusters
  Score: Raw -1056202.060389 + Penalty 4413.046968 = -1051789.013421
  nChanged 169
		SP:Iteration 13Q (5521.510000 sec): 3 clusters
  Score: Raw -1056305.421068 + Penalty 4413.046968 = -1051892.374099
  nChanged 149
		SP:Iteration 14Q (5521.540000 sec): 3 clusters
  Score: Raw -1056395.841619 + Penalty 4413.046968 = -1051982.794651
  nChanged 123
		SP:Iteration 15Q (5521.560000 sec): 3 clusters
  Score: Raw -1056474.661512 + Penalty 4413.046968 = -1052061.614543
  nChanged 113
		SP:Iteration 16Q (5521.590000 sec): 3 clusters
  Score: Raw -1056532.029515 + Penalty 4413.046968 = -1052118.982547
  nChanged 86
		SP:Iteration 17Q (5521.610000 sec): 3 clusters
  Score: Raw -1056576.723115 + Penalty 4413.046968 = -1052163.676147
  nChanged 86
		SP:Iteration 18Q (5521.640000 sec): 3 clusters
  Score: Raw -1056632.324072 + Penalty 4413.046968 = -1052219.277104
  nChanged 57
		SP:Iteration 19Q (5521.660000 sec): 3 clusters
  Score: Raw -1056662.354407 + Penalty 4413.046968 = -1052249.307439
  nChanged 42
		SP:Iteration 20F (5521.690000 sec): 3 clusters
  Score: Raw -1056680.553671 + Penalty 4413.046968 = -1052267.506702
  nChanged 34
		SP:Iteration 21Q (5521.710000 sec): 3 clusters
  Score: Raw -1056695.150702 + Penalty 4413.046968 = -1052282.103734
  nChanged 27
		SP:Iteration 22Q (5521.730000 sec): 3 clusters
  Score: Raw -1056704.257044 + Penalty 4413.046968 = -1052291.210076
  nChanged 24
		SP:Iteration 23Q (5521.760000 sec): 3 clusters
  Score: Raw -1056712.772819 + Penalty 4413.046968 = -1052299.725851
  nChanged 27
		SP:Iteration 24Q (5521.780000 sec): 3 clusters
  Score: Raw -1056719.729151 + Penalty 4413.046968 = -1052306.682183
  nChanged 13
		SP:Iteration 25Q (5521.810000 sec): 3 clusters
  Score: Raw -1056722.787338 + Penalty 4413.046968 = -1052309.740370
  nChanged 17
		SP:Iteration 26Q (5521.830000 sec): 3 clusters
  Score: Raw -1056726.591472 + Penalty 4413.046968 = -1052313.544503
  nChanged 11
		SP:Iteration 27Q (5521.860000 sec): 3 clusters
  Score: Raw -1056728.714195 + Penalty 4413.046968 = -1052315.667227
  nChanged 7
		SP:Iteration 28Q (5521.880000 sec): 3 clusters
  Score: Raw -1056730.198762 + Penalty 4413.046968 = -1052317.151794
  nChanged 6
		SP:Iteration 29Q (5521.900000 sec): 3 clusters
  Score: Raw -1056732.112267 + Penalty 4413.046968 = -1052319.065299
  nChanged 7
		SP:Iteration 30Q (5521.930000 sec): 3 clusters
  Score: Raw -1056733.743848 + Penalty 4413.046968 = -1052320.696879
  nChanged 5
		SP:Iteration 31Q (5521.950000 sec): 3 clusters
  Score: Raw -1056735.104325 + Penalty 4413.046968 = -1052322.057357
  nChanged 6
		SP:Iteration 32Q (5521.970000 sec): 3 clusters
  Score: Raw -1056736.374714 + Penalty 4413.046968 = -1052323.327746
  nChanged 5
		SP:Iteration 33Q (5522.000000 sec): 3 clusters
  Score: Raw -1056737.816299 + Penalty 4413.046968 = -1052324.769330
  nChanged 3
		SP:Iteration 34Q (5522.020000 sec): 3 clusters
  Score: Raw -1056738.600985 + Penalty 4413.046968 = -1052325.554017
  nChanged 6
		SP:Iteration 35Q (5522.050000 sec): 3 clusters
  Score: Raw -1056739.555627 + Penalty 4413.046968 = -1052326.508659
  nChanged 1
		SP:Iteration 36Q (5522.070000 sec): 3 clusters
  Score: Raw -1056739.722327 + Penalty 4413.046968 = -1052326.675359
  nChanged 1
		SP:Iteration 37Q (5522.090000 sec): 3 clusters
  Score: Raw -1056740.041018 + Penalty 4413.046968 = -1052326.994050
  nChanged 1
		SP:Iteration 38Q (5522.120000 sec): 3 clusters
  Score: Raw -1056740.168108 + Penalty 4413.046968 = -1052327.121140
  nChanged 1
		SP:Iteration 39Q (5522.140000 sec): 3 clusters
  Score: Raw -1056740.544535 + Penalty 4413.046968 = -1052327.497567
  nChanged 1
		SP:Iteration 40F (5522.170000 sec): 3 clusters
  Score: Raw -1056740.731983 + Penalty 4413.046968 = -1052327.685015
  nChanged 2
		SP:Iteration 41Q (5522.190000 sec): 3 clusters
  Score: Raw -1056741.021712 + Penalty 4413.046968 = -1052327.974744
  nChanged 0
		SP:Iteration 42F (5522.220000 sec): 3 clusters
  Score: Raw -1056741.021712 + Penalty 4413.046968 = -1052327.974744
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5522.310000 sec): 2 clusters
  Score: Raw -4004703.146646 + Penalty 2531.462575 = -4002171.684070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5522.410000 sec): 3 clusters
  Score: Raw -3988489.606163 + Penalty 5062.925151 = -3983426.681012
  nChanged 12197
		SP:Iteration 1F (5522.510000 sec): 3 clusters
  Score: Raw -3994928.496415 + Penalty 5062.925151 = -3989865.571264
  nChanged 1280
		SP:Iteration 2Q (5522.610000 sec): 3 clusters
  Score: Raw -3995328.056458 + Penalty 5062.925151 = -3990265.131307
  nChanged 1111
		SP:Iteration 3Q (5522.710000 sec): 3 clusters
  Score: Raw -3995653.470079 + Penalty 5062.925151 = -3990590.544929
  nChanged 968
		SP:Iteration 4Q (5522.810000 sec): 3 clusters
  Score: Raw -3995942.567300 + Penalty 5062.925151 = -3990879.642149
  nChanged 963
		SP:Iteration 5Q (5522.920000 sec): 3 clusters
  Score: Raw -3996245.846728 + Penalty 5062.925151 = -3991182.921578
  nChanged 972
		SP:Iteration 6Q (5523.020000 sec): 3 clusters
  Score: Raw -3996610.678120 + Penalty 5062.925151 = -3991547.752969
  nChanged 1160
		SP:Iteration 7Q (5523.120000 sec): 3 clusters
  Score: Raw -3997144.982272 + Penalty 5062.925151 = -3992082.057121
  nChanged 1352
		SP:Iteration 8Q (5523.220000 sec): 3 clusters
  Score: Raw -3997850.739264 + Penalty 5062.925151 = -3992787.814113
  nChanged 1524
		SP:Iteration 9F (5523.320000 sec): 3 clusters
  Score: Raw -3998782.572053 + Penalty 5062.925151 = -3993719.646902
  nChanged 1600
		SP:Iteration 10F (5523.420000 sec): 3 clusters
  Score: Raw -3999909.338915 + Penalty 5062.925151 = -3994846.413764
  nChanged 1633
		SP:Iteration 11F (5523.520000 sec): 3 clusters
  Score: Raw -4001155.178397 + Penalty 5062.925151 = -3996092.253246
  nChanged 1369
		SP:Iteration 12F (5523.620000 sec): 3 clusters
  Score: Raw -4002272.026308 + Penalty 5062.925151 = -3997209.101158
  nChanged 1053
		SP:Iteration 13Q (5523.720000 sec): 3 clusters
  Score: Raw -4003117.718666 + Penalty 5062.925151 = -3998054.793515
  nChanged 754
		SP:Iteration 14Q (5523.810000 sec): 3 clusters
  Score: Raw -4003680.425365 + Penalty 5062.925151 = -3998617.500215
  nChanged 536
		SP:Iteration 15Q (5523.900000 sec): 3 clusters
  Score: Raw -4004022.552368 + Penalty 5062.925151 = -3998959.627217
  nChanged 367
		SP:Iteration 16Q (5523.990000 sec): 3 clusters
  Score: Raw -4004223.197454 + Penalty 5062.925151 = -3999160.272303
  nChanged 296
		SP:Iteration 17Q (5524.070000 sec): 3 clusters
  Score: Raw -4004380.169816 + Penalty 5062.925151 = -3999317.244665
  nChanged 254
		SP:Iteration 18Q (5524.150000 sec): 3 clusters
  Score: Raw -4004506.802948 + Penalty 5062.925151 = -3999443.877797
  nChanged 212
		SP:Iteration 19Q (5524.230000 sec): 3 clusters
  Score: Raw -4004606.955531 + Penalty 5062.925151 = -3999544.030380
  nChanged 182
		SP:Iteration 20F (5524.330000 sec): 3 clusters
  Score: Raw -4004689.189101 + Penalty 5062.925151 = -3999626.263950
  nChanged 150
		SP:Iteration 21Q (5524.410000 sec): 3 clusters
  Score: Raw -4004755.854028 + Penalty 5062.925151 = -3999692.928877
  nChanged 137
		SP:Iteration 22Q (5524.480000 sec): 3 clusters
  Score: Raw -4004813.217979 + Penalty 5062.925151 = -3999750.292828
  nChanged 117
		SP:Iteration 23Q (5524.560000 sec): 3 clusters
  Score: Raw -4004857.114243 + Penalty 5062.925151 = -3999794.189092
  nChanged 88
		SP:Iteration 24Q (5524.630000 sec): 3 clusters
  Score: Raw -4004887.310603 + Penalty 5062.925151 = -3999824.385452
  nChanged 61
		SP:Iteration 25Q (5524.710000 sec): 3 clusters
  Score: Raw -4004904.899653 + Penalty 5062.925151 = -3999841.974503
  nChanged 52
		SP:Iteration 26Q (5524.790000 sec): 3 clusters
  Score: Raw -4004920.876550 + Penalty 5062.925151 = -3999857.951399
  nChanged 45
		SP:Iteration 27Q (5524.860000 sec): 3 clusters
  Score: Raw -4004932.454268 + Penalty 5062.925151 = -3999869.529117
  nChanged 43
		SP:Iteration 28Q (5524.940000 sec): 3 clusters
  Score: Raw -4004945.134480 + Penalty 5062.925151 = -3999882.209329
  nChanged 33
		SP:Iteration 29Q (5525.010000 sec): 3 clusters
  Score: Raw -4004952.820424 + Penalty 5062.925151 = -3999889.895274
  nChanged 25
		SP:Iteration 30Q (5525.090000 sec): 3 clusters
  Score: Raw -4004960.705528 + Penalty 5062.925151 = -3999897.780377
  nChanged 24
		SP:Iteration 31Q (5525.160000 sec): 3 clusters
  Score: Raw -4004968.566365 + Penalty 5062.925151 = -3999905.641214
  nChanged 22
		SP:Iteration 32Q (5525.230000 sec): 3 clusters
  Score: Raw -4004976.574944 + Penalty 5062.925151 = -3999913.649794
  nChanged 18
		SP:Iteration 33Q (5525.310000 sec): 3 clusters
  Score: Raw -4004980.986506 + Penalty 5062.925151 = -3999918.061355
  nChanged 17
		SP:Iteration 34Q (5525.380000 sec): 3 clusters
  Score: Raw -4004985.801998 + Penalty 5062.925151 = -3999922.876847
  nChanged 21
		SP:Iteration 35Q (5525.450000 sec): 3 clusters
  Score: Raw -4004992.973275 + Penalty 5062.925151 = -3999930.048125
  nChanged 24
		SP:Iteration 36Q (5525.540000 sec): 3 clusters
  Score: Raw -4005000.630822 + Penalty 5062.925151 = -3999937.705672
  nChanged 20
		SP:Iteration 37Q (5525.610000 sec): 3 clusters
  Score: Raw -4005005.894691 + Penalty 5062.925151 = -3999942.969540
  nChanged 15
		SP:Iteration 38Q (5525.680000 sec): 3 clusters
  Score: Raw -4005010.213432 + Penalty 5062.925151 = -3999947.288281
  nChanged 21
		SP:Iteration 39Q (5525.760000 sec): 3 clusters
  Score: Raw -4005016.370939 + Penalty 5062.925151 = -3999953.445788
  nChanged 17
		SP:Iteration 40F (5525.860000 sec): 3 clusters
  Score: Raw -4005021.380640 + Penalty 5062.925151 = -3999958.455489
  nChanged 22
		SP:Iteration 41Q (5525.930000 sec): 3 clusters
  Score: Raw -4005029.371406 + Penalty 5062.925151 = -3999966.446255
  nChanged 28
		SP:Iteration 42Q (5526.010000 sec): 3 clusters
  Score: Raw -4005037.664093 + Penalty 5062.925151 = -3999974.738942
  nChanged 18
		SP:Iteration 43Q (5526.080000 sec): 3 clusters
  Score: Raw -4005041.875077 + Penalty 5062.925151 = -3999978.949926
  nChanged 13
		SP:Iteration 44Q (5526.150000 sec): 3 clusters
  Score: Raw -4005044.908125 + Penalty 5062.925151 = -3999981.982974
  nChanged 10
		SP:Iteration 45Q (5526.220000 sec): 3 clusters
  Score: Raw -4005048.063866 + Penalty 5062.925151 = -3999985.138716
  nChanged 9
		SP:Iteration 46Q (5526.300000 sec): 3 clusters
  Score: Raw -4005050.417558 + Penalty 5062.925151 = -3999987.492407
  nChanged 8
		SP:Iteration 47Q (5526.370000 sec): 3 clusters
  Score: Raw -4005052.129975 + Penalty 5062.925151 = -3999989.204824
  nChanged 8
		SP:Iteration 48Q (5526.440000 sec): 3 clusters
  Score: Raw -4005054.625824 + Penalty 5062.925151 = -3999991.700673
  nChanged 9
		SP:Iteration 49Q (5526.510000 sec): 3 clusters
  Score: Raw -4005056.311360 + Penalty 5062.925151 = -3999993.386210
  nChanged 9
		SP:Iteration 50Q (5526.580000 sec): 3 clusters
  Score: Raw -4005058.442813 + Penalty 5062.925151 = -3999995.517663
  nChanged 13
		SP:Iteration 51Q (5526.660000 sec): 3 clusters
  Score: Raw -4005062.504509 + Penalty 5062.925151 = -3999999.579358
  nChanged 10
		SP:Iteration 52Q (5526.730000 sec): 3 clusters
  Score: Raw -4005064.620533 + Penalty 5062.925151 = -4000001.695382
  nChanged 7
		SP:Iteration 53Q (5526.800000 sec): 3 clusters
  Score: Raw -4005066.272363 + Penalty 5062.925151 = -4000003.347212
  nChanged 5
		SP:Iteration 54Q (5526.880000 sec): 3 clusters
  Score: Raw -4005067.035353 + Penalty 5062.925151 = -4000004.110202
  nChanged 5
		SP:Iteration 55Q (5526.950000 sec): 3 clusters
  Score: Raw -4005067.827433 + Penalty 5062.925151 = -4000004.902282
  nChanged 3
		SP:Iteration 56Q (5527.020000 sec): 3 clusters
  Score: Raw -4005068.181817 + Penalty 5062.925151 = -4000005.256667
  nChanged 1
		SP:Iteration 57Q (5527.100000 sec): 3 clusters
  Score: Raw -4005068.530665 + Penalty 5062.925151 = -4000005.605514
  nChanged 1
		SP:Iteration 58Q (5527.170000 sec): 3 clusters
  Score: Raw -4005068.986040 + Penalty 5062.925151 = -4000006.060889
  nChanged 2
		SP:Iteration 59Q (5527.240000 sec): 3 clusters
  Score: Raw -4005069.674139 + Penalty 5062.925151 = -4000006.748988
  nChanged 1
		SP:Iteration 60F (5527.340000 sec): 3 clusters
  Score: Raw -4005069.943725 + Penalty 5062.925151 = -4000007.018574
  nChanged 1
		SP:Iteration 61Q (5527.410000 sec): 3 clusters
  Score: Raw -4005070.230402 + Penalty 5062.925151 = -4000007.305251
  nChanged 1
		SP:Iteration 62Q (5527.490000 sec): 3 clusters
  Score: Raw -4005070.388292 + Penalty 5062.925151 = -4000007.463141
  nChanged 1
		SP:Iteration 63Q (5527.560000 sec): 3 clusters
  Score: Raw -4005070.552470 + Penalty 5062.925151 = -4000007.627320
  nChanged 0
		SP:Iteration 64F (5527.660000 sec): 3 clusters
  Score: Raw -4005070.552470 + Penalty 5062.925151 = -4000007.627320
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (23972 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5527.730000 sec): 2 clusters
  Score: Raw -3323176.781255 + Penalty 2500.991157 = -3320675.790098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5527.820000 sec): 3 clusters
  Score: Raw -3309040.571811 + Penalty 5001.982314 = -3304038.589497
  nChanged 10679
		SP:Iteration 1F (5527.910000 sec): 3 clusters
  Score: Raw -3315078.332374 + Penalty 5001.982314 = -3310076.350061
  nChanged 1352
		SP:Iteration 2F (5528.000000 sec): 3 clusters
  Score: Raw -3315654.933013 + Penalty 5001.982314 = -3310652.950699
  nChanged 1232
		SP:Iteration 3F (5528.090000 sec): 3 clusters
  Score: Raw -3316170.386489 + Penalty 5001.982314 = -3311168.404176
  nChanged 1133
		SP:Iteration 4Q (5528.180000 sec): 3 clusters
  Score: Raw -3316673.918265 + Penalty 5001.982314 = -3311671.935951
  nChanged 1106
		SP:Iteration 5Q (5528.280000 sec): 3 clusters
  Score: Raw -3317230.944295 + Penalty 5001.982314 = -3312228.961982
  nChanged 1185
		SP:Iteration 6Q (5528.370000 sec): 3 clusters
  Score: Raw -3317931.817016 + Penalty 5001.982314 = -3312929.834703
  nChanged 1275
		SP:Iteration 7F (5528.450000 sec): 3 clusters
  Score: Raw -3318764.409107 + Penalty 5001.982314 = -3313762.426793
  nChanged 1264
		SP:Iteration 8F (5528.540000 sec): 3 clusters
  Score: Raw -3319655.265372 + Penalty 5001.982314 = -3314653.283059
  nChanged 1142
		SP:Iteration 9Q (5528.630000 sec): 3 clusters
  Score: Raw -3320470.144134 + Penalty 5001.982314 = -3315468.161820
  nChanged 1010
		SP:Iteration 10Q (5528.720000 sec): 3 clusters
  Score: Raw -3321206.081298 + Penalty 5001.982314 = -3316204.098984
  nChanged 849
		SP:Iteration 11Q (5528.800000 sec): 3 clusters
  Score: Raw -3321791.728760 + Penalty 5001.982314 = -3316789.746446
  nChanged 664
		SP:Iteration 12Q (5528.880000 sec): 3 clusters
  Score: Raw -3322223.878685 + Penalty 5001.982314 = -3317221.896371
  nChanged 542
		SP:Iteration 13Q (5528.960000 sec): 3 clusters
  Score: Raw -3322582.400807 + Penalty 5001.982314 = -3317580.418493
  nChanged 427
		SP:Iteration 14Q (5529.040000 sec): 3 clusters
  Score: Raw -3322863.439685 + Penalty 5001.982314 = -3317861.457371
  nChanged 352
		SP:Iteration 15Q (5529.110000 sec): 3 clusters
  Score: Raw -3323071.285841 + Penalty 5001.982314 = -3318069.303527
  nChanged 262
		SP:Iteration 16Q (5529.180000 sec): 3 clusters
  Score: Raw -3323211.659987 + Penalty 5001.982314 = -3318209.677673
  nChanged 213
		SP:Iteration 17Q (5529.250000 sec): 3 clusters
  Score: Raw -3323321.299229 + Penalty 5001.982314 = -3318319.316916
  nChanged 161
		SP:Iteration 18Q (5529.320000 sec): 3 clusters
  Score: Raw -3323385.115860 + Penalty 5001.982314 = -3318383.133547
  nChanged 113
		SP:Iteration 19Q (5529.390000 sec): 3 clusters
  Score: Raw -3323427.720873 + Penalty 5001.982314 = -3318425.738560
  nChanged 98
		SP:Iteration 20F (5529.480000 sec): 3 clusters
  Score: Raw -3323461.598256 + Penalty 5001.982314 = -3318459.615942
  nChanged 75
		SP:Iteration 21Q (5529.550000 sec): 3 clusters
  Score: Raw -3323483.559631 + Penalty 5001.982314 = -3318481.577317
  nChanged 61
		SP:Iteration 22Q (5529.610000 sec): 3 clusters
  Score: Raw -3323502.035718 + Penalty 5001.982314 = -3318500.053404
  nChanged 62
		SP:Iteration 23Q (5529.680000 sec): 3 clusters
  Score: Raw -3323521.827243 + Penalty 5001.982314 = -3318519.844929
  nChanged 56
		SP:Iteration 24Q (5529.750000 sec): 3 clusters
  Score: Raw -3323537.084949 + Penalty 5001.982314 = -3318535.102635
  nChanged 42
		SP:Iteration 25Q (5529.810000 sec): 3 clusters
  Score: Raw -3323548.675140 + Penalty 5001.982314 = -3318546.692827
  nChanged 37
		SP:Iteration 26Q (5529.880000 sec): 3 clusters
  Score: Raw -3323558.566401 + Penalty 5001.982314 = -3318556.584087
  nChanged 35
		SP:Iteration 27Q (5529.950000 sec): 3 clusters
  Score: Raw -3323566.986851 + Penalty 5001.982314 = -3318565.004537
  nChanged 26
		SP:Iteration 28Q (5530.010000 sec): 3 clusters
  Score: Raw -3323574.647671 + Penalty 5001.982314 = -3318572.665357
  nChanged 35
		SP:Iteration 29Q (5530.080000 sec): 3 clusters
  Score: Raw -3323587.344292 + Penalty 5001.982314 = -3318585.361978
  nChanged 31
		SP:Iteration 30Q (5530.150000 sec): 3 clusters
  Score: Raw -3323594.529947 + Penalty 5001.982314 = -3318592.547634
  nChanged 23
		SP:Iteration 31Q (5530.210000 sec): 3 clusters
  Score: Raw -3323600.577153 + Penalty 5001.982314 = -3318598.594839
  nChanged 22
		SP:Iteration 32Q (5530.280000 sec): 3 clusters
  Score: Raw -3323605.445074 + Penalty 5001.982314 = -3318603.462760
  nChanged 18
		SP:Iteration 33Q (5530.350000 sec): 3 clusters
  Score: Raw -3323609.973121 + Penalty 5001.982314 = -3318607.990807
  nChanged 19
		SP:Iteration 34Q (5530.410000 sec): 3 clusters
  Score: Raw -3323614.675616 + Penalty 5001.982314 = -3318612.693302
  nChanged 25
		SP:Iteration 35Q (5530.480000 sec): 3 clusters
  Score: Raw -3323622.819141 + Penalty 5001.982314 = -3318620.836828
  nChanged 26
		SP:Iteration 36Q (5530.550000 sec): 3 clusters
  Score: Raw -3323631.000893 + Penalty 5001.982314 = -3318629.018579
  nChanged 29
		SP:Iteration 37Q (5530.610000 sec): 3 clusters
  Score: Raw -3323638.781352 + Penalty 5001.982314 = -3318636.799038
  nChanged 21
		SP:Iteration 38Q (5530.680000 sec): 3 clusters
  Score: Raw -3323644.188561 + Penalty 5001.982314 = -3318642.206247
  nChanged 20
		SP:Iteration 39Q (5530.750000 sec): 3 clusters
  Score: Raw -3323648.598432 + Penalty 5001.982314 = -3318646.616118
  nChanged 17
		SP:Iteration 40F (5530.840000 sec): 3 clusters
  Score: Raw -3323652.915101 + Penalty 5001.982314 = -3318650.932787
  nChanged 25
		SP:Iteration 41Q (5530.900000 sec): 3 clusters
  Score: Raw -3323660.918176 + Penalty 5001.982314 = -3318658.935862
  nChanged 23
		SP:Iteration 42Q (5530.970000 sec): 3 clusters
  Score: Raw -3323667.811631 + Penalty 5001.982314 = -3318665.829317
  nChanged 22
		SP:Iteration 43Q (5531.030000 sec): 3 clusters
  Score: Raw -3323673.063668 + Penalty 5001.982314 = -3318671.081354
  nChanged 20
		SP:Iteration 44Q (5531.100000 sec): 3 clusters
  Score: Raw -3323678.217728 + Penalty 5001.982314 = -3318676.235415
  nChanged 16
		SP:Iteration 45Q (5531.170000 sec): 3 clusters
  Score: Raw -3323682.244941 + Penalty 5001.982314 = -3318680.262627
  nChanged 17
		SP:Iteration 46Q (5531.230000 sec): 3 clusters
  Score: Raw -3323686.440561 + Penalty 5001.982314 = -3318684.458247
  nChanged 10
		SP:Iteration 47Q (5531.300000 sec): 3 clusters
  Score: Raw -3323689.004393 + Penalty 5001.982314 = -3318687.022079
  nChanged 16
		SP:Iteration 48Q (5531.370000 sec): 3 clusters
  Score: Raw -3323693.414434 + Penalty 5001.982314 = -3318691.432120
  nChanged 11
		SP:Iteration 49Q (5531.430000 sec): 3 clusters
  Score: Raw -3323696.353585 + Penalty 5001.982314 = -3318694.371271
  nChanged 11
		SP:Iteration 50Q (5531.500000 sec): 3 clusters
  Score: Raw -3323701.010644 + Penalty 5001.982314 = -3318699.028331
  nChanged 18
		SP:Iteration 51Q (5531.560000 sec): 3 clusters
  Score: Raw -3323705.241305 + Penalty 5001.982314 = -3318703.258991
  nChanged 14
		SP:Iteration 52Q (5531.630000 sec): 3 clusters
  Score: Raw -3323709.615086 + Penalty 5001.982314 = -3318707.632773
  nChanged 12
		SP:Iteration 53Q (5531.690000 sec): 3 clusters
  Score: Raw -3323712.724053 + Penalty 5001.982314 = -3318710.741739
  nChanged 14
		SP:Iteration 54Q (5531.760000 sec): 3 clusters
  Score: Raw -3323717.029886 + Penalty 5001.982314 = -3318715.047573
  nChanged 22
		SP:Iteration 55Q (5531.830000 sec): 3 clusters
  Score: Raw -3323722.826204 + Penalty 5001.982314 = -3318720.843891
  nChanged 16
		SP:Iteration 56Q (5531.890000 sec): 3 clusters
  Score: Raw -3323727.769139 + Penalty 5001.982314 = -3318725.786825
  nChanged 13
		SP:Iteration 57Q (5531.950000 sec): 3 clusters
  Score: Raw -3323731.750721 + Penalty 5001.982314 = -3318729.768407
  nChanged 15
		SP:Iteration 58Q (5532.020000 sec): 3 clusters
  Score: Raw -3323735.825832 + Penalty 5001.982314 = -3318733.843518
  nChanged 18
		SP:Iteration 59Q (5532.090000 sec): 3 clusters
  Score: Raw -3323740.736148 + Penalty 5001.982314 = -3318738.753834
  nChanged 18
		SP:Iteration 60F (5532.170000 sec): 3 clusters
  Score: Raw -3323746.561394 + Penalty 5001.982314 = -3318744.579080
  nChanged 15
		SP:Iteration 61Q (5532.230000 sec): 3 clusters
  Score: Raw -3323750.974505 + Penalty 5001.982314 = -3318748.992191
  nChanged 8
		SP:Iteration 62Q (5532.300000 sec): 3 clusters
  Score: Raw -3323752.888300 + Penalty 5001.982314 = -3318750.905987
  nChanged 3
		SP:Iteration 63Q (5532.370000 sec): 3 clusters
  Score: Raw -3323753.531206 + Penalty 5001.982314 = -3318751.548893
  nChanged 3
		SP:Iteration 64Q (5532.430000 sec): 3 clusters
  Score: Raw -3323754.216512 + Penalty 5001.982314 = -3318752.234198
  nChanged 2
		SP:Iteration 65Q (5532.500000 sec): 3 clusters
  Score: Raw -3323755.052788 + Penalty 5001.982314 = -3318753.070474
  nChanged 3
		SP:Iteration 66Q (5532.560000 sec): 3 clusters
  Score: Raw -3323755.610148 + Penalty 5001.982314 = -3318753.627834
  nChanged 2
		SP:Iteration 67Q (5532.630000 sec): 3 clusters
  Score: Raw -3323755.932685 + Penalty 5001.982314 = -3318753.950371
  nChanged 2
		SP:Iteration 68Q (5532.690000 sec): 3 clusters
  Score: Raw -3323756.284257 + Penalty 5001.982314 = -3318754.301944
  nChanged 1
		SP:Iteration 69Q (5532.760000 sec): 3 clusters
  Score: Raw -3323756.421433 + Penalty 5001.982314 = -3318754.439119
  nChanged 0
		SP:Iteration 70F (5532.850000 sec): 3 clusters
  Score: Raw -3323756.421433 + Penalty 5001.982314 = -3318754.439119
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5532.870000 sec): 2 clusters
  Score: Raw -495297.937820 + Penalty 2019.664378 = -493278.273441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5532.880000 sec): 3 clusters
  Score: Raw -493775.329505 + Penalty 4039.328756 = -489736.000749
  nChanged 1240
		SP:Iteration 1F (5532.890000 sec): 3 clusters
  Score: Raw -494532.492518 + Penalty 4039.328756 = -490493.163762
  nChanged 257
		SP:Iteration 2F (5532.900000 sec): 3 clusters
  Score: Raw -494700.611072 + Penalty 4039.328756 = -490661.282315
  nChanged 167
		SP:Iteration 3Q (5532.910000 sec): 3 clusters
  Score: Raw -494821.997480 + Penalty 4039.328756 = -490782.668724
  nChanged 149
		SP:Iteration 4Q (5532.930000 sec): 3 clusters
  Score: Raw -494936.057761 + Penalty 4039.328756 = -490896.729004
  nChanged 140
		SP:Iteration 5Q (5532.940000 sec): 3 clusters
  Score: Raw -495058.608911 + Penalty 4039.328756 = -491019.280155
  nChanged 153
		SP:Iteration 6Q (5532.950000 sec): 3 clusters
  Score: Raw -495185.876984 + Penalty 4039.328756 = -491146.548227
  nChanged 131
		SP:Iteration 7Q (5532.960000 sec): 3 clusters
  Score: Raw -495291.173546 + Penalty 4039.328756 = -491251.844790
  nChanged 123
		SP:Iteration 8Q (5532.970000 sec): 3 clusters
  Score: Raw -495402.305430 + Penalty 4039.328756 = -491362.976674
  nChanged 113
		SP:Iteration 9Q (5532.990000 sec): 3 clusters
  Score: Raw -495502.151395 + Penalty 4039.328756 = -491462.822639
  nChanged 103
		SP:Iteration 10Q (5533.000000 sec): 3 clusters
  Score: Raw -495591.018531 + Penalty 4039.328756 = -491551.689774
  nChanged 111
		SP:Iteration 11Q (5533.010000 sec): 3 clusters
  Score: Raw -495687.519394 + Penalty 4039.328756 = -491648.190638
  nChanged 84
		SP:Iteration 12Q (5533.030000 sec): 3 clusters
  Score: Raw -495761.225488 + Penalty 4039.328756 = -491721.896732
  nChanged 87
		SP:Iteration 13Q (5533.040000 sec): 3 clusters
  Score: Raw -495842.182626 + Penalty 4039.328756 = -491802.853870
  nChanged 77
		SP:Iteration 14Q (5533.050000 sec): 3 clusters
  Score: Raw -495929.213171 + Penalty 4039.328756 = -491889.884414
  nChanged 88
		SP:Iteration 15Q (5533.060000 sec): 3 clusters
  Score: Raw -496034.219724 + Penalty 4039.328756 = -491994.890967
  nChanged 84
		SP:Iteration 16Q (5533.070000 sec): 3 clusters
  Score: Raw -496128.328558 + Penalty 4039.328756 = -492088.999801
  nChanged 78
		SP:Iteration 17Q (5533.090000 sec): 3 clusters
  Score: Raw -496224.760885 + Penalty 4039.328756 = -492185.432129
  nChanged 92
		SP:Iteration 18Q (5533.100000 sec): 3 clusters
  Score: Raw -496350.790426 + Penalty 4039.328756 = -492311.461670
  nChanged 89
		SP:Iteration 19Q (5533.110000 sec): 3 clusters
  Score: Raw -496469.965906 + Penalty 4039.328756 = -492430.637149
  nChanged 82
		SP:Iteration 20F (5533.120000 sec): 3 clusters
  Score: Raw -496574.370543 + Penalty 4039.328756 = -492535.041787
  nChanged 84
		SP:Iteration 21Q (5533.130000 sec): 3 clusters
  Score: Raw -496672.282227 + Penalty 4039.328756 = -492632.953470
  nChanged 76
		SP:Iteration 22Q (5533.140000 sec): 3 clusters
  Score: Raw -496753.439940 + Penalty 4039.328756 = -492714.111184
  nChanged 63
		SP:Iteration 23Q (5533.150000 sec): 3 clusters
  Score: Raw -496795.925438 + Penalty 4039.328756 = -492756.596682
  nChanged 45
		SP:Iteration 24Q (5533.160000 sec): 3 clusters
  Score: Raw -496825.066625 + Penalty 4039.328756 = -492785.737869
  nChanged 40
		SP:Iteration 25Q (5533.170000 sec): 3 clusters
  Score: Raw -496854.881363 + Penalty 4039.328756 = -492815.552606
  nChanged 40
		SP:Iteration 26Q (5533.180000 sec): 3 clusters
  Score: Raw -496884.168200 + Penalty 4039.328756 = -492844.839444
  nChanged 41
		SP:Iteration 27Q (5533.190000 sec): 3 clusters
  Score: Raw -496910.512343 + Penalty 4039.328756 = -492871.183586
  nChanged 33
		SP:Iteration 28Q (5533.200000 sec): 3 clusters
  Score: Raw -496933.574146 + Penalty 4039.328756 = -492894.245390
  nChanged 36
		SP:Iteration 29Q (5533.210000 sec): 3 clusters
  Score: Raw -496956.744108 + Penalty 4039.328756 = -492917.415352
  nChanged 29
		SP:Iteration 30Q (5533.230000 sec): 3 clusters
  Score: Raw -496974.537998 + Penalty 4039.328756 = -492935.209241
  nChanged 24
		SP:Iteration 31Q (5533.230000 sec): 3 clusters
  Score: Raw -496988.859893 + Penalty 4039.328756 = -492949.531137
  nChanged 20
		SP:Iteration 32Q (5533.250000 sec): 3 clusters
  Score: Raw -496999.094751 + Penalty 4039.328756 = -492959.765995
  nChanged 12
		SP:Iteration 33Q (5533.250000 sec): 3 clusters
  Score: Raw -497002.764086 + Penalty 4039.328756 = -492963.435330
  nChanged 7
		SP:Iteration 34Q (5533.270000 sec): 3 clusters
  Score: Raw -497004.754678 + Penalty 4039.328756 = -492965.425922
  nChanged 3
		SP:Iteration 35Q (5533.270000 sec): 3 clusters
  Score: Raw -497005.721788 + Penalty 4039.328756 = -492966.393032
  nChanged 3
		SP:Iteration 36Q (5533.290000 sec): 3 clusters
  Score: Raw -497006.736873 + Penalty 4039.328756 = -492967.408117
  nChanged 2
		SP:Iteration 37Q (5533.290000 sec): 3 clusters
  Score: Raw -497007.249744 + Penalty 4039.328756 = -492967.920988
  nChanged 1
		SP:Iteration 38Q (5533.310000 sec): 3 clusters
  Score: Raw -497007.433455 + Penalty 4039.328756 = -492968.104699
  nChanged 1
		SP:Iteration 39Q (5533.310000 sec): 3 clusters
  Score: Raw -497007.833969 + Penalty 4039.328756 = -492968.505213
  nChanged 1
		SP:Iteration 40F (5533.330000 sec): 3 clusters
  Score: Raw -497008.018099 + Penalty 4039.328756 = -492968.689343
  nChanged 1
		SP:Iteration 41Q (5533.340000 sec): 3 clusters
  Score: Raw -497008.432371 + Penalty 4039.328756 = -492969.103614
  nChanged 2
		SP:Iteration 42Q (5533.350000 sec): 3 clusters
  Score: Raw -497009.294181 + Penalty 4039.328756 = -492969.965424
  nChanged 3
		SP:Iteration 43Q (5533.360000 sec): 3 clusters
  Score: Raw -497010.757709 + Penalty 4039.328756 = -492971.428953
  nChanged 3
		SP:Iteration 44Q (5533.370000 sec): 3 clusters
  Score: Raw -497011.842954 + Penalty 4039.328756 = -492972.514197
  nChanged 3
		SP:Iteration 45Q (5533.380000 sec): 3 clusters
  Score: Raw -497012.781027 + Penalty 4039.328756 = -492973.452270
  nChanged 3
		SP:Iteration 46Q (5533.390000 sec): 3 clusters
  Score: Raw -497013.598648 + Penalty 4039.328756 = -492974.269892
  nChanged 5
		SP:Iteration 47Q (5533.400000 sec): 3 clusters
  Score: Raw -497015.270103 + Penalty 4039.328756 = -492975.941347
  nChanged 4
		SP:Iteration 48Q (5533.410000 sec): 3 clusters
  Score: Raw -497017.823343 + Penalty 4039.328756 = -492978.494587
  nChanged 3
		SP:Iteration 49Q (5533.420000 sec): 3 clusters
  Score: Raw -497019.348166 + Penalty 4039.328756 = -492980.019409
  nChanged 2
		SP:Iteration 50Q (5533.430000 sec): 3 clusters
  Score: Raw -497020.656597 + Penalty 4039.328756 = -492981.327840
  nChanged 3
		SP:Iteration 51Q (5533.440000 sec): 3 clusters
  Score: Raw -497021.776882 + Penalty 4039.328756 = -492982.448125
  nChanged 4
		SP:Iteration 52Q (5533.450000 sec): 3 clusters
  Score: Raw -497023.715468 + Penalty 4039.328756 = -492984.386712
  nChanged 3
		SP:Iteration 53Q (5533.460000 sec): 3 clusters
  Score: Raw -497025.279414 + Penalty 4039.328756 = -492985.950657
  nChanged 1
		SP:Iteration 54Q (5533.470000 sec): 3 clusters
  Score: Raw -497025.500055 + Penalty 4039.328756 = -492986.171298
  nChanged 2
		SP:Iteration 55Q (5533.480000 sec): 3 clusters
  Score: Raw -497026.101532 + Penalty 4039.328756 = -492986.772776
  nChanged 1
		SP:Iteration 56Q (5533.490000 sec): 3 clusters
  Score: Raw -497026.327584 + Penalty 4039.328756 = -492986.998827
  nChanged 0
		SP:Iteration 57F (5533.500000 sec): 3 clusters
  Score: Raw -497026.327584 + Penalty 4039.328756 = -492986.998827
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5533.510000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5533.510000 sec): 3 clusters
  Score: Raw -126942.556142 + Penalty 3350.283633 = -123592.272508
  nChanged 212
		SP:Iteration 1F (5533.510000 sec): 3 clusters
  Score: Raw -127223.621326 + Penalty 3350.283633 = -123873.337693
  nChanged 36
		SP:Iteration 2Q (5533.510000 sec): 3 clusters
  Score: Raw -127287.757681 + Penalty 3350.283633 = -123937.474047
  nChanged 22
		SP:Iteration 3Q (5533.520000 sec): 3 clusters
  Score: Raw -127320.412288 + Penalty 3350.283633 = -123970.128654
  nChanged 15
		SP:Iteration 4Q (5533.520000 sec): 3 clusters
  Score: Raw -127338.771886 + Penalty 3350.283633 = -123988.488252
  nChanged 8
		SP:Iteration 5Q (5533.520000 sec): 3 clusters
  Score: Raw -127348.623311 + Penalty 3350.283633 = -123998.339678
  nChanged 7
		SP:Iteration 6Q (5533.530000 sec): 3 clusters
  Score: Raw -127356.297809 + Penalty 3350.283633 = -124006.014175
  nChanged 7
		SP:Iteration 7Q (5533.530000 sec): 3 clusters
  Score: Raw -127374.979613 + Penalty 3350.283633 = -124024.695979
  nChanged 7
		SP:Iteration 8Q (5533.530000 sec): 3 clusters
  Score: Raw -127385.596839 + Penalty 3350.283633 = -124035.313206
  nChanged 5
		SP:Iteration 9Q (5533.530000 sec): 3 clusters
  Score: Raw -127391.093778 + Penalty 3350.283633 = -124040.810145
  nChanged 4
		SP:Iteration 10Q (5533.540000 sec): 3 clusters
  Score: Raw -127394.858011 + Penalty 3350.283633 = -124044.574378
  nChanged 0
		SP:Iteration 11F (5533.540000 sec): 3 clusters
  Score: Raw -127394.858011 + Penalty 3350.283633 = -124044.574378
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5533.550000 sec): 2 clusters
  Score: Raw -34077.485412 + Penalty 1384.707085 = -32692.778327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5533.550000 sec): 3 clusters
  Score: Raw -34295.126283 + Penalty 2769.414169 = -31525.712114
  nChanged 38
		SP:Iteration 1F (5533.550000 sec): 3 clusters
  Score: Raw -34422.286280 + Penalty 2769.414169 = -31652.872111
  nChanged 9
		SP:Iteration 2Q (5533.550000 sec): 3 clusters
  Score: Raw -34471.262046 + Penalty 2769.414169 = -31701.847877
  nChanged 10
		SP:Iteration 3Q (5533.550000 sec): 3 clusters
  Score: Raw -34560.781685 + Penalty 2769.414169 = -31791.367515
  nChanged 7
		SP:Iteration 4Q (5533.550000 sec): 3 clusters
  Score: Raw -34635.061404 + Penalty 2769.414169 = -31865.647235
  nChanged 9
		SP:Iteration 5Q (5533.550000 sec): 3 clusters
  Score: Raw -34687.584306 + Penalty 2769.414169 = -31918.170137
  nChanged 2
		SP:Iteration 6Q (5533.550000 sec): 3 clusters
  Score: Raw -34702.647350 + Penalty 2769.414169 = -31933.233181
  nChanged 1
		SP:Iteration 7Q (5533.550000 sec): 3 clusters
  Score: Raw -34713.100210 + Penalty 2769.414169 = -31943.686041
  nChanged 2
		SP:Iteration 8Q (5533.550000 sec): 3 clusters
  Score: Raw -34732.313255 + Penalty 2769.414169 = -31962.899086
  nChanged 0
		SP:Iteration 9F (5533.550000 sec): 3 clusters
  Score: Raw -34732.313255 + Penalty 2769.414169 = -31962.899086
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5533.600000 sec): 2 clusters
  Score: Raw -2041152.166654 + Penalty 2361.802642 = -2038790.364012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5533.650000 sec): 3 clusters
  Score: Raw -2033463.564913 + Penalty 4723.605284 = -2028739.959628
  nChanged 5865
		SP:Iteration 1F (5533.700000 sec): 3 clusters
  Score: Raw -2036761.664507 + Penalty 4723.605284 = -2032038.059222
  nChanged 922
		SP:Iteration 2F (5533.750000 sec): 3 clusters
  Score: Raw -2037241.018155 + Penalty 4723.605284 = -2032517.412871
  nChanged 783
		SP:Iteration 3F (5533.800000 sec): 3 clusters
  Score: Raw -2037654.162667 + Penalty 4723.605284 = -2032930.557383
  nChanged 756
		SP:Iteration 4F (5533.850000 sec): 3 clusters
  Score: Raw -2038120.906085 + Penalty 4723.605284 = -2033397.300800
  nChanged 817
		SP:Iteration 5F (5533.900000 sec): 3 clusters
  Score: Raw -2038679.172700 + Penalty 4723.605284 = -2033955.567416
  nChanged 765
		SP:Iteration 6F (5533.950000 sec): 3 clusters
  Score: Raw -2039260.134690 + Penalty 4723.605284 = -2034536.529405
  nChanged 695
		SP:Iteration 7F (5533.990000 sec): 3 clusters
  Score: Raw -2039819.753603 + Penalty 4723.605284 = -2035096.148319
  nChanged 605
		SP:Iteration 8Q (5534.040000 sec): 3 clusters
  Score: Raw -2040349.057316 + Penalty 4723.605284 = -2035625.452032
  nChanged 429
		SP:Iteration 9Q (5534.090000 sec): 3 clusters
  Score: Raw -2040742.585499 + Penalty 4723.605284 = -2036018.980214
  nChanged 292
		SP:Iteration 10Q (5534.140000 sec): 3 clusters
  Score: Raw -2041029.800757 + Penalty 4723.605284 = -2036306.195472
  nChanged 181
		SP:Iteration 11Q (5534.180000 sec): 3 clusters
  Score: Raw -2041193.238235 + Penalty 4723.605284 = -2036469.632951
  nChanged 87
		SP:Iteration 12Q (5534.220000 sec): 3 clusters
  Score: Raw -2041272.166160 + Penalty 4723.605284 = -2036548.560875
  nChanged 51
		SP:Iteration 13Q (5534.260000 sec): 3 clusters
  Score: Raw -2041325.315974 + Penalty 4723.605284 = -2036601.710689
  nChanged 36
		SP:Iteration 14Q (5534.300000 sec): 3 clusters
  Score: Raw -2041365.103356 + Penalty 4723.605284 = -2036641.498072
  nChanged 26
		SP:Iteration 15Q (5534.340000 sec): 3 clusters
  Score: Raw -2041397.770429 + Penalty 4723.605284 = -2036674.165145
  nChanged 15
		SP:Iteration 16Q (5534.380000 sec): 3 clusters
  Score: Raw -2041414.728480 + Penalty 4723.605284 = -2036691.123196
  nChanged 13
		SP:Iteration 17Q (5534.410000 sec): 3 clusters
  Score: Raw -2041428.841461 + Penalty 4723.605284 = -2036705.236176
  nChanged 11
		SP:Iteration 18Q (5534.450000 sec): 3 clusters
  Score: Raw -2041444.019227 + Penalty 4723.605284 = -2036720.413943
  nChanged 11
		SP:Iteration 19Q (5534.490000 sec): 3 clusters
  Score: Raw -2041455.838716 + Penalty 4723.605284 = -2036732.233432
  nChanged 4
		SP:Iteration 20F (5534.540000 sec): 3 clusters
  Score: Raw -2041458.863129 + Penalty 4723.605284 = -2036735.257845
  nChanged 4
		SP:Iteration 21Q (5534.570000 sec): 3 clusters
  Score: Raw -2041463.062832 + Penalty 4723.605284 = -2036739.457548
  nChanged 3
		SP:Iteration 22Q (5534.610000 sec): 3 clusters
  Score: Raw -2041466.037532 + Penalty 4723.605284 = -2036742.432247
  nChanged 4
		SP:Iteration 23Q (5534.650000 sec): 3 clusters
  Score: Raw -2041471.107412 + Penalty 4723.605284 = -2036747.502128
  nChanged 3
		SP:Iteration 24Q (5534.690000 sec): 3 clusters
  Score: Raw -2041473.279213 + Penalty 4723.605284 = -2036749.673929
  nChanged 0
		SP:Iteration 25F (5534.730000 sec): 3 clusters
  Score: Raw -2041473.279213 + Penalty 4723.605284 = -2036749.673929
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69748 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5534.960000 sec): 2 clusters
  Score: Raw -10199802.743146 + Penalty 2765.855718 = -10197036.887428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5535.220000 sec): 3 clusters
  Score: Raw -10155703.719282 + Penalty 5531.711437 = -10150172.007845
  nChanged 32695
		SP:Iteration 1F (5535.470000 sec): 3 clusters
  Score: Raw -10174061.555212 + Penalty 5531.711437 = -10168529.843775
  nChanged 2376
		SP:Iteration 2Q (5535.730000 sec): 3 clusters
  Score: Raw -10174673.552876 + Penalty 5531.711437 = -10169141.841440
  nChanged 2501
		SP:Iteration 3Q (5536.000000 sec): 3 clusters
  Score: Raw -10175402.040714 + Penalty 5531.711437 = -10169870.329277
  nChanged 2792
		SP:Iteration 4Q (5536.260000 sec): 3 clusters
  Score: Raw -10176418.141939 + Penalty 5531.711437 = -10170886.430502
  nChanged 3532
		SP:Iteration 5F (5536.520000 sec): 3 clusters
  Score: Raw -10178170.656893 + Penalty 5531.711437 = -10172638.945456
  nChanged 4758
		SP:Iteration 6F (5536.770000 sec): 3 clusters
  Score: Raw -10181345.858489 + Penalty 5531.711437 = -10175814.147052
  nChanged 5994
		SP:Iteration 7F (5537.030000 sec): 3 clusters
  Score: Raw -10186432.875351 + Penalty 5531.711437 = -10180901.163914
  nChanged 6138
		SP:Iteration 8F (5537.280000 sec): 3 clusters
  Score: Raw -10192456.662916 + Penalty 5531.711437 = -10186924.951480
  nChanged 4420
		SP:Iteration 9F (5537.530000 sec): 3 clusters
  Score: Raw -10196884.248886 + Penalty 5531.711437 = -10191352.537449
  nChanged 2147
		SP:Iteration 10Q (5537.780000 sec): 3 clusters
  Score: Raw -10198926.713432 + Penalty 5531.711437 = -10193395.001996
  nChanged 744
		SP:Iteration 11Q (5537.990000 sec): 3 clusters
  Score: Raw -10199594.336884 + Penalty 5531.711437 = -10194062.625447
  nChanged 249
		SP:Iteration 12Q (5538.190000 sec): 3 clusters
  Score: Raw -10199832.319754 + Penalty 5531.711437 = -10194300.608317
  nChanged 104
		SP:Iteration 13Q (5538.370000 sec): 3 clusters
  Score: Raw -10199954.809933 + Penalty 5531.711437 = -10194423.098497
  nChanged 40
		SP:Iteration 14Q (5538.560000 sec): 3 clusters
  Score: Raw -10200001.726537 + Penalty 5531.711437 = -10194470.015100
  nChanged 29
		SP:Iteration 15Q (5538.740000 sec): 3 clusters
  Score: Raw -10200033.726623 + Penalty 5531.711437 = -10194502.015186
  nChanged 18
		SP:Iteration 16Q (5538.920000 sec): 3 clusters
  Score: Raw -10200057.075838 + Penalty 5531.711437 = -10194525.364401
  nChanged 14
		SP:Iteration 17Q (5539.100000 sec): 3 clusters
  Score: Raw -10200075.388598 + Penalty 5531.711437 = -10194543.677161
  nChanged 7
		SP:Iteration 18Q (5539.280000 sec): 3 clusters
  Score: Raw -10200087.251392 + Penalty 5531.711437 = -10194555.539955
  nChanged 6
		SP:Iteration 19Q (5539.450000 sec): 3 clusters
  Score: Raw -10200096.132350 + Penalty 5531.711437 = -10194564.420913
  nChanged 4
		SP:Iteration 20F (5539.710000 sec): 3 clusters
  Score: Raw -10200099.197173 + Penalty 5531.711437 = -10194567.485736
  nChanged 1
		SP:Iteration 21Q (5539.890000 sec): 3 clusters
  Score: Raw -10200101.942517 + Penalty 5531.711437 = -10194570.231081
  nChanged 4
		SP:Iteration 22Q (5540.070000 sec): 3 clusters
  Score: Raw -10200110.458346 + Penalty 5531.711437 = -10194578.746910
  nChanged 8
		SP:Iteration 23Q (5540.250000 sec): 3 clusters
  Score: Raw -10200118.677407 + Penalty 5531.711437 = -10194586.965970
  nChanged 7
		SP:Iteration 24Q (5540.420000 sec): 3 clusters
  Score: Raw -10200131.078680 + Penalty 5531.711437 = -10194599.367244
  nChanged 3
		SP:Iteration 25Q (5540.600000 sec): 3 clusters
  Score: Raw -10200136.588272 + Penalty 5531.711437 = -10194604.876835
  nChanged 5
		SP:Iteration 26Q (5540.780000 sec): 3 clusters
  Score: Raw -10200143.436978 + Penalty 5531.711437 = -10194611.725541
  nChanged 5
		SP:Iteration 27Q (5540.960000 sec): 3 clusters
  Score: Raw -10200150.560255 + Penalty 5531.711437 = -10194618.848819
  nChanged 5
		SP:Iteration 28Q (5541.140000 sec): 3 clusters
  Score: Raw -10200158.306205 + Penalty 5531.711437 = -10194626.594768
  nChanged 5
		SP:Iteration 29Q (5541.310000 sec): 3 clusters
  Score: Raw -10200163.528979 + Penalty 5531.711437 = -10194631.817543
  nChanged 2
		SP:Iteration 30Q (5541.490000 sec): 3 clusters
  Score: Raw -10200166.709281 + Penalty 5531.711437 = -10194634.997845
  nChanged 1
		SP:Iteration 31Q (5541.670000 sec): 3 clusters
  Score: Raw -10200168.188768 + Penalty 5531.711437 = -10194636.477332
  nChanged 0
		SP:Iteration 32F (5541.930000 sec): 3 clusters
  Score: Raw -10200168.188768 + Penalty 5531.711437 = -10194636.477332
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5541.960000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5541.970000 sec): 3 clusters
  Score: Raw -385230.567170 + Penalty 3923.652944 = -381306.914227
  nChanged 927
		SP:Iteration 1F (5541.980000 sec): 3 clusters
  Score: Raw -385818.927025 + Penalty 3923.652944 = -381895.274081
  nChanged 202
		SP:Iteration 2F (5541.990000 sec): 3 clusters
  Score: Raw -385970.202543 + Penalty 3923.652944 = -382046.549599
  nChanged 126
		SP:Iteration 3Q (5542.000000 sec): 3 clusters
  Score: Raw -386062.647952 + Penalty 3923.652944 = -382138.995008
  nChanged 78
		SP:Iteration 4Q (5542.010000 sec): 3 clusters
  Score: Raw -386110.175247 + Penalty 3923.652944 = -382186.522303
  nChanged 63
		SP:Iteration 5Q (5542.020000 sec): 3 clusters
  Score: Raw -386152.552667 + Penalty 3923.652944 = -382228.899724
  nChanged 44
		SP:Iteration 6Q (5542.030000 sec): 3 clusters
  Score: Raw -386182.196238 + Penalty 3923.652944 = -382258.543294
  nChanged 38
		SP:Iteration 7Q (5542.040000 sec): 3 clusters
  Score: Raw -386201.202175 + Penalty 3923.652944 = -382277.549231
  nChanged 24
		SP:Iteration 8Q (5542.050000 sec): 3 clusters
  Score: Raw -386218.696275 + Penalty 3923.652944 = -382295.043331
  nChanged 25
		SP:Iteration 9Q (5542.060000 sec): 3 clusters
  Score: Raw -386234.014180 + Penalty 3923.652944 = -382310.361236
  nChanged 21
		SP:Iteration 10Q (5542.070000 sec): 3 clusters
  Score: Raw -386245.816961 + Penalty 3923.652944 = -382322.164017
  nChanged 17
		SP:Iteration 11Q (5542.080000 sec): 3 clusters
  Score: Raw -386253.263394 + Penalty 3923.652944 = -382329.610451
  nChanged 14
		SP:Iteration 12Q (5542.090000 sec): 3 clusters
  Score: Raw -386261.108834 + Penalty 3923.652944 = -382337.455891
  nChanged 10
		SP:Iteration 13Q (5542.100000 sec): 3 clusters
  Score: Raw -386265.360613 + Penalty 3923.652944 = -382341.707669
  nChanged 4
		SP:Iteration 14Q (5542.110000 sec): 3 clusters
  Score: Raw -386267.586481 + Penalty 3923.652944 = -382343.933537
  nChanged 4
		SP:Iteration 15Q (5542.120000 sec): 3 clusters
  Score: Raw -386269.445980 + Penalty 3923.652944 = -382345.793037
  nChanged 6
		SP:Iteration 16Q (5542.130000 sec): 3 clusters
  Score: Raw -386272.719351 + Penalty 3923.652944 = -382349.066408
  nChanged 6
		SP:Iteration 17Q (5542.140000 sec): 3 clusters
  Score: Raw -386275.012920 + Penalty 3923.652944 = -382351.359976
  nChanged 5
		SP:Iteration 18Q (5542.150000 sec): 3 clusters
  Score: Raw -386277.501056 + Penalty 3923.652944 = -382353.848112
  nChanged 6
		SP:Iteration 19Q (5542.160000 sec): 3 clusters
  Score: Raw -386279.996871 + Penalty 3923.652944 = -382356.343927
  nChanged 2
		SP:Iteration 20F (5542.170000 sec): 3 clusters
  Score: Raw -386280.453921 + Penalty 3923.652944 = -382356.800977
  nChanged 2
		SP:Iteration 21Q (5542.180000 sec): 3 clusters
  Score: Raw -386281.477695 + Penalty 3923.652944 = -382357.824752
  nChanged 3
		SP:Iteration 22Q (5542.190000 sec): 3 clusters
  Score: Raw -386283.409230 + Penalty 3923.652944 = -382359.756286
  nChanged 5
		SP:Iteration 23Q (5542.200000 sec): 3 clusters
  Score: Raw -386286.552625 + Penalty 3923.652944 = -382362.899681
  nChanged 6
		SP:Iteration 24Q (5542.210000 sec): 3 clusters
  Score: Raw -386289.670621 + Penalty 3923.652944 = -382366.017677
  nChanged 6
		SP:Iteration 25Q (5542.220000 sec): 3 clusters
  Score: Raw -386291.895850 + Penalty 3923.652944 = -382368.242906
  nChanged 3
		SP:Iteration 26Q (5542.230000 sec): 3 clusters
  Score: Raw -386293.194814 + Penalty 3923.652944 = -382369.541870
  nChanged 5
		SP:Iteration 27Q (5542.240000 sec): 3 clusters
  Score: Raw -386295.510004 + Penalty 3923.652944 = -382371.857060
  nChanged 7
		SP:Iteration 28Q (5542.250000 sec): 3 clusters
  Score: Raw -386297.686315 + Penalty 3923.652944 = -382374.033371
  nChanged 6
		SP:Iteration 29Q (5542.260000 sec): 3 clusters
  Score: Raw -386299.343246 + Penalty 3923.652944 = -382375.690302
  nChanged 3
		SP:Iteration 30Q (5542.270000 sec): 3 clusters
  Score: Raw -386300.195258 + Penalty 3923.652944 = -382376.542314
  nChanged 3
		SP:Iteration 31Q (5542.270000 sec): 3 clusters
  Score: Raw -386302.140913 + Penalty 3923.652944 = -382378.487969
  nChanged 3
		SP:Iteration 32Q (5542.290000 sec): 3 clusters
  Score: Raw -386303.723152 + Penalty 3923.652944 = -382380.070209
  nChanged 4
		SP:Iteration 33Q (5542.290000 sec): 3 clusters
  Score: Raw -386305.356888 + Penalty 3923.652944 = -382381.703945
  nChanged 3
		SP:Iteration 34Q (5542.310000 sec): 3 clusters
  Score: Raw -386306.908026 + Penalty 3923.652944 = -382383.255082
  nChanged 3
		SP:Iteration 35Q (5542.310000 sec): 3 clusters
  Score: Raw -386308.853387 + Penalty 3923.652944 = -382385.200443
  nChanged 3
		SP:Iteration 36Q (5542.330000 sec): 3 clusters
  Score: Raw -386311.062327 + Penalty 3923.652944 = -382387.409383
  nChanged 2
		SP:Iteration 37Q (5542.330000 sec): 3 clusters
  Score: Raw -386311.554683 + Penalty 3923.652944 = -382387.901739
  nChanged 4
		SP:Iteration 38Q (5542.350000 sec): 3 clusters
  Score: Raw -386312.919779 + Penalty 3923.652944 = -382389.266835
  nChanged 3
		SP:Iteration 39Q (5542.350000 sec): 3 clusters
  Score: Raw -386314.360605 + Penalty 3923.652944 = -382390.707661
  nChanged 3
		SP:Iteration 40F (5542.360000 sec): 3 clusters
  Score: Raw -386316.079198 + Penalty 3923.652944 = -382392.426254
  nChanged 3
		SP:Iteration 41Q (5542.370000 sec): 3 clusters
  Score: Raw -386317.264091 + Penalty 3923.652944 = -382393.611147
  nChanged 1
		SP:Iteration 42Q (5542.380000 sec): 3 clusters
  Score: Raw -386317.612272 + Penalty 3923.652944 = -382393.959329
  nChanged 0
		SP:Iteration 43F (5542.390000 sec): 3 clusters
  Score: Raw -386317.612272 + Penalty 3923.652944 = -382393.959329
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5542.400000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5542.400000 sec): 3 clusters
  Score: Raw -168845.205232 + Penalty 3494.272938 = -165350.932294
  nChanged 307
		SP:Iteration 1F (5542.410000 sec): 3 clusters
  Score: Raw -169171.986850 + Penalty 3494.272938 = -165677.713912
  nChanged 82
		SP:Iteration 2F (5542.410000 sec): 3 clusters
  Score: Raw -169287.354524 + Penalty 3494.272938 = -165793.081586
  nChanged 49
		SP:Iteration 3Q (5542.420000 sec): 3 clusters
  Score: Raw -169343.845752 + Penalty 3494.272938 = -165849.572814
  nChanged 21
		SP:Iteration 4Q (5542.420000 sec): 3 clusters
  Score: Raw -169367.672014 + Penalty 3494.272938 = -165873.399076
  nChanged 17
		SP:Iteration 5Q (5542.430000 sec): 3 clusters
  Score: Raw -169393.431998 + Penalty 3494.272938 = -165899.159060
  nChanged 15
		SP:Iteration 6Q (5542.430000 sec): 3 clusters
  Score: Raw -169408.215871 + Penalty 3494.272938 = -165913.942933
  nChanged 9
		SP:Iteration 7Q (5542.430000 sec): 3 clusters
  Score: Raw -169418.807711 + Penalty 3494.272938 = -165924.534773
  nChanged 7
		SP:Iteration 8Q (5542.440000 sec): 3 clusters
  Score: Raw -169425.268641 + Penalty 3494.272938 = -165930.995702
  nChanged 5
		SP:Iteration 9Q (5542.440000 sec): 3 clusters
  Score: Raw -169430.606189 + Penalty 3494.272938 = -165936.333251
  nChanged 2
		SP:Iteration 10Q (5542.450000 sec): 3 clusters
  Score: Raw -169432.006395 + Penalty 3494.272938 = -165937.733457
  nChanged 1
		SP:Iteration 11Q (5542.450000 sec): 3 clusters
  Score: Raw -169432.605253 + Penalty 3494.272938 = -165938.332315
  nChanged 1
		SP:Iteration 12Q (5542.450000 sec): 3 clusters
  Score: Raw -169433.725427 + Penalty 3494.272938 = -165939.452489
  nChanged 0
		SP:Iteration 13F (5542.460000 sec): 3 clusters
  Score: Raw -169433.725427 + Penalty 3494.272938 = -165939.452489
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1848 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5542.470000 sec): 2 clusters
  Score: Raw -257639.147800 + Penalty 1865.421095 = -255773.726705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5542.470000 sec): 3 clusters
  Score: Raw -257045.046079 + Penalty 3730.842189 = -253314.203890
  nChanged 606
		SP:Iteration 1F (5542.480000 sec): 3 clusters
  Score: Raw -257543.515030 + Penalty 3730.842189 = -253812.672841
  nChanged 166
		SP:Iteration 2F (5542.490000 sec): 3 clusters
  Score: Raw -257859.775150 + Penalty 3730.842189 = -254128.932961
  nChanged 142
		SP:Iteration 3F (5542.490000 sec): 3 clusters
  Score: Raw -258066.929000 + Penalty 3730.842189 = -254336.086811
  nChanged 94
		SP:Iteration 4F (5542.500000 sec): 3 clusters
  Score: Raw -258202.456494 + Penalty 3730.842189 = -254471.614305
  nChanged 71
		SP:Iteration 5Q (5542.510000 sec): 3 clusters
  Score: Raw -258285.547432 + Penalty 3730.842189 = -254554.705243
  nChanged 55
		SP:Iteration 6Q (5542.510000 sec): 3 clusters
  Score: Raw -258346.615839 + Penalty 3730.842189 = -254615.773650
  nChanged 44
		SP:Iteration 7Q (5542.520000 sec): 3 clusters
  Score: Raw -258398.699054 + Penalty 3730.842189 = -254667.856865
  nChanged 38
		SP:Iteration 8Q (5542.530000 sec): 3 clusters
  Score: Raw -258434.073508 + Penalty 3730.842189 = -254703.231319
  nChanged 22
		SP:Iteration 9Q (5542.530000 sec): 3 clusters
  Score: Raw -258451.593246 + Penalty 3730.842189 = -254720.751057
  nChanged 20
		SP:Iteration 10Q (5542.540000 sec): 3 clusters
  Score: Raw -258463.880775 + Penalty 3730.842189 = -254733.038585
  nChanged 14
		SP:Iteration 11Q (5542.540000 sec): 3 clusters
  Score: Raw -258473.149011 + Penalty 3730.842189 = -254742.306822
  nChanged 12
		SP:Iteration 12Q (5542.550000 sec): 3 clusters
  Score: Raw -258481.953750 + Penalty 3730.842189 = -254751.111560
  nChanged 11
		SP:Iteration 13Q (5542.560000 sec): 3 clusters
  Score: Raw -258489.392211 + Penalty 3730.842189 = -254758.550022
  nChanged 7
		SP:Iteration 14Q (5542.560000 sec): 3 clusters
  Score: Raw -258493.880160 + Penalty 3730.842189 = -254763.037971
  nChanged 6
		SP:Iteration 15Q (5542.570000 sec): 3 clusters
  Score: Raw -258497.043501 + Penalty 3730.842189 = -254766.201312
  nChanged 5
		SP:Iteration 16Q (5542.570000 sec): 3 clusters
  Score: Raw -258500.879547 + Penalty 3730.842189 = -254770.037357
  nChanged 5
		SP:Iteration 17Q (5542.580000 sec): 3 clusters
  Score: Raw -258504.568556 + Penalty 3730.842189 = -254773.726367
  nChanged 6
		SP:Iteration 18Q (5542.590000 sec): 3 clusters
  Score: Raw -258508.010719 + Penalty 3730.842189 = -254777.168530
  nChanged 4
		SP:Iteration 19Q (5542.590000 sec): 3 clusters
  Score: Raw -258511.209148 + Penalty 3730.842189 = -254780.366959
  nChanged 4
		SP:Iteration 20F (5542.600000 sec): 3 clusters
  Score: Raw -258513.879821 + Penalty 3730.842189 = -254783.037632
  nChanged 2
		SP:Iteration 21Q (5542.610000 sec): 3 clusters
  Score: Raw -258515.733398 + Penalty 3730.842189 = -254784.891209
  nChanged 1
		SP:Iteration 22Q (5542.610000 sec): 3 clusters
  Score: Raw -258516.659124 + Penalty 3730.842189 = -254785.816935
  nChanged 1
		SP:Iteration 23Q (5542.620000 sec): 3 clusters
  Score: Raw -258517.229353 + Penalty 3730.842189 = -254786.387164
  nChanged 1
		SP:Iteration 24Q (5542.630000 sec): 3 clusters
  Score: Raw -258517.637543 + Penalty 3730.842189 = -254786.795354
  nChanged 0
		SP:Iteration 25F (5542.630000 sec): 3 clusters
  Score: Raw -258517.637543 + Penalty 3730.842189 = -254786.795354
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (11081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5542.670000 sec): 2 clusters
  Score: Raw -1693158.875908 + Penalty 2309.620828 = -1690849.255080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5542.710000 sec): 3 clusters
  Score: Raw -1687106.543933 + Penalty 4619.241656 = -1682487.302278
  nChanged 4646
		SP:Iteration 1F (5542.750000 sec): 3 clusters
  Score: Raw -1689524.289351 + Penalty 4619.241656 = -1684905.047696
  nChanged 711
		SP:Iteration 2F (5542.790000 sec): 3 clusters
  Score: Raw -1689853.215390 + Penalty 4619.241656 = -1685233.973734
  nChanged 577
		SP:Iteration 3F (5542.830000 sec): 3 clusters
  Score: Raw -1690113.815163 + Penalty 4619.241656 = -1685494.573508
  nChanged 487
		SP:Iteration 4Q (5542.870000 sec): 3 clusters
  Score: Raw -1690345.004319 + Penalty 4619.241656 = -1685725.762663
  nChanged 468
		SP:Iteration 5Q (5542.910000 sec): 3 clusters
  Score: Raw -1690581.693832 + Penalty 4619.241656 = -1685962.452176
  nChanged 489
		SP:Iteration 6Q (5542.950000 sec): 3 clusters
  Score: Raw -1690857.558688 + Penalty 4619.241656 = -1686238.317032
  nChanged 514
		SP:Iteration 7Q (5542.990000 sec): 3 clusters
  Score: Raw -1691196.377366 + Penalty 4619.241656 = -1686577.135710
  nChanged 542
		SP:Iteration 8Q (5543.030000 sec): 3 clusters
  Score: Raw -1691588.100266 + Penalty 4619.241656 = -1686968.858610
  nChanged 548
		SP:Iteration 9Q (5543.070000 sec): 3 clusters
  Score: Raw -1692018.699115 + Penalty 4619.241656 = -1687399.457459
  nChanged 464
		SP:Iteration 10Q (5543.110000 sec): 3 clusters
  Score: Raw -1692405.726753 + Penalty 4619.241656 = -1687786.485097
  nChanged 368
		SP:Iteration 11Q (5543.150000 sec): 3 clusters
  Score: Raw -1692751.668283 + Penalty 4619.241656 = -1688132.426628
  nChanged 229
		SP:Iteration 12Q (5543.180000 sec): 3 clusters
  Score: Raw -1692967.438566 + Penalty 4619.241656 = -1688348.196911
  nChanged 142
		SP:Iteration 13Q (5543.220000 sec): 3 clusters
  Score: Raw -1693103.180334 + Penalty 4619.241656 = -1688483.938678
  nChanged 101
		SP:Iteration 14Q (5543.250000 sec): 3 clusters
  Score: Raw -1693203.157356 + Penalty 4619.241656 = -1688583.915701
  nChanged 68
		SP:Iteration 15Q (5543.280000 sec): 3 clusters
  Score: Raw -1693274.838453 + Penalty 4619.241656 = -1688655.596797
  nChanged 49
		SP:Iteration 16Q (5543.320000 sec): 3 clusters
  Score: Raw -1693326.419492 + Penalty 4619.241656 = -1688707.177836
  nChanged 29
		SP:Iteration 17Q (5543.350000 sec): 3 clusters
  Score: Raw -1693358.925087 + Penalty 4619.241656 = -1688739.683431
  nChanged 21
		SP:Iteration 18Q (5543.380000 sec): 3 clusters
  Score: Raw -1693381.256705 + Penalty 4619.241656 = -1688762.015050
  nChanged 16
		SP:Iteration 19Q (5543.410000 sec): 3 clusters
  Score: Raw -1693397.601618 + Penalty 4619.241656 = -1688778.359963
  nChanged 13
		SP:Iteration 20F (5543.440000 sec): 3 clusters
  Score: Raw -1693411.646101 + Penalty 4619.241656 = -1688792.404446
  nChanged 9
		SP:Iteration 21Q (5543.480000 sec): 3 clusters
  Score: Raw -1693419.303474 + Penalty 4619.241656 = -1688800.061819
  nChanged 7
		SP:Iteration 22Q (5543.500000 sec): 3 clusters
  Score: Raw -1693426.522283 + Penalty 4619.241656 = -1688807.280628
  nChanged 2
		SP:Iteration 23Q (5543.530000 sec): 3 clusters
  Score: Raw -1693429.190944 + Penalty 4619.241656 = -1688809.949288
  nChanged 3
		SP:Iteration 24Q (5543.560000 sec): 3 clusters
  Score: Raw -1693432.858161 + Penalty 4619.241656 = -1688813.616506
  nChanged 2
		SP:Iteration 25Q (5543.590000 sec): 3 clusters
  Score: Raw -1693433.967545 + Penalty 4619.241656 = -1688814.725890
  nChanged 2
		SP:Iteration 26Q (5543.620000 sec): 3 clusters
  Score: Raw -1693437.185638 + Penalty 4619.241656 = -1688817.943982
  nChanged 7
		SP:Iteration 27Q (5543.650000 sec): 3 clusters
  Score: Raw -1693444.976254 + Penalty 4619.241656 = -1688825.734599
  nChanged 5
		SP:Iteration 28Q (5543.680000 sec): 3 clusters
  Score: Raw -1693451.412933 + Penalty 4619.241656 = -1688832.171277
  nChanged 3
		SP:Iteration 29Q (5543.710000 sec): 3 clusters
  Score: Raw -1693453.768815 + Penalty 4619.241656 = -1688834.527159
  nChanged 0
		SP:Iteration 30F (5543.750000 sec): 3 clusters
  Score: Raw -1693453.768815 + Penalty 4619.241656 = -1688834.527159
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5543.800000 sec): 2 clusters
  Score: Raw -1984426.700428 + Penalty 2369.497749 = -1982057.202679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5543.840000 sec): 3 clusters
  Score: Raw -1976495.242192 + Penalty 4738.995498 = -1971756.246694
  nChanged 6084
		SP:Iteration 1F (5543.900000 sec): 3 clusters
  Score: Raw -1979853.407802 + Penalty 4738.995498 = -1975114.412304
  nChanged 853
		SP:Iteration 2F (5543.950000 sec): 3 clusters
  Score: Raw -1980214.307647 + Penalty 4738.995498 = -1975475.312149
  nChanged 685
		SP:Iteration 3Q (5544.000000 sec): 3 clusters
  Score: Raw -1980502.591724 + Penalty 4738.995498 = -1975763.596226
  nChanged 574
		SP:Iteration 4Q (5544.050000 sec): 3 clusters
  Score: Raw -1980736.409759 + Penalty 4738.995498 = -1975997.414262
  nChanged 524
		SP:Iteration 5Q (5544.110000 sec): 3 clusters
  Score: Raw -1980946.579520 + Penalty 4738.995498 = -1976207.584022
  nChanged 476
		SP:Iteration 6Q (5544.160000 sec): 3 clusters
  Score: Raw -1981131.520639 + Penalty 4738.995498 = -1976392.525141
  nChanged 450
		SP:Iteration 7Q (5544.210000 sec): 3 clusters
  Score: Raw -1981306.153022 + Penalty 4738.995498 = -1976567.157524
  nChanged 402
		SP:Iteration 8Q (5544.260000 sec): 3 clusters
  Score: Raw -1981461.991033 + Penalty 4738.995498 = -1976722.995535
  nChanged 415
		SP:Iteration 9Q (5544.310000 sec): 3 clusters
  Score: Raw -1981633.019372 + Penalty 4738.995498 = -1976894.023874
  nChanged 419
		SP:Iteration 10Q (5544.360000 sec): 3 clusters
  Score: Raw -1981825.966162 + Penalty 4738.995498 = -1977086.970664
  nChanged 421
		SP:Iteration 11Q (5544.410000 sec): 3 clusters
  Score: Raw -1982045.665238 + Penalty 4738.995498 = -1977306.669740
  nChanged 473
		SP:Iteration 12Q (5544.460000 sec): 3 clusters
  Score: Raw -1982303.496335 + Penalty 4738.995498 = -1977564.500837
  nChanged 504
		SP:Iteration 13Q (5544.510000 sec): 3 clusters
  Score: Raw -1982619.036601 + Penalty 4738.995498 = -1977880.041103
  nChanged 530
		SP:Iteration 14Q (5544.560000 sec): 3 clusters
  Score: Raw -1982955.110357 + Penalty 4738.995498 = -1978216.114859
  nChanged 502
		SP:Iteration 15Q (5544.610000 sec): 3 clusters
  Score: Raw -1983307.786392 + Penalty 4738.995498 = -1978568.790894
  nChanged 463
		SP:Iteration 16Q (5544.650000 sec): 3 clusters
  Score: Raw -1983658.293623 + Penalty 4738.995498 = -1978919.298125
  nChanged 398
		SP:Iteration 17Q (5544.700000 sec): 3 clusters
  Score: Raw -1983985.446179 + Penalty 4738.995498 = -1979246.450681
  nChanged 328
		SP:Iteration 18Q (5544.740000 sec): 3 clusters
  Score: Raw -1984270.792027 + Penalty 4738.995498 = -1979531.796529
  nChanged 216
		SP:Iteration 19Q (5544.790000 sec): 3 clusters
  Score: Raw -1984473.929939 + Penalty 4738.995498 = -1979734.934441
  nChanged 163
		SP:Iteration 20F (5544.830000 sec): 3 clusters
  Score: Raw -1984632.947635 + Penalty 4738.995498 = -1979893.952137
  nChanged 116
		SP:Iteration 21Q (5544.880000 sec): 3 clusters
  Score: Raw -1984729.190461 + Penalty 4738.995498 = -1979990.194963
  nChanged 85
		SP:Iteration 22Q (5544.920000 sec): 3 clusters
  Score: Raw -1984791.703996 + Penalty 4738.995498 = -1980052.708498
  nChanged 62
		SP:Iteration 23Q (5544.960000 sec): 3 clusters
  Score: Raw -1984839.578544 + Penalty 4738.995498 = -1980100.583046
  nChanged 56
		SP:Iteration 24Q (5545.000000 sec): 3 clusters
  Score: Raw -1984876.040279 + Penalty 4738.995498 = -1980137.044781
  nChanged 49
		SP:Iteration 25Q (5545.030000 sec): 3 clusters
  Score: Raw -1984909.021256 + Penalty 4738.995498 = -1980170.025758
  nChanged 42
		SP:Iteration 26Q (5545.070000 sec): 3 clusters
  Score: Raw -1984940.033009 + Penalty 4738.995498 = -1980201.037511
  nChanged 39
		SP:Iteration 27Q (5545.110000 sec): 3 clusters
  Score: Raw -1984964.711109 + Penalty 4738.995498 = -1980225.715612
  nChanged 24
		SP:Iteration 28Q (5545.150000 sec): 3 clusters
  Score: Raw -1984979.687888 + Penalty 4738.995498 = -1980240.692390
  nChanged 18
		SP:Iteration 29Q (5545.190000 sec): 3 clusters
  Score: Raw -1984986.853934 + Penalty 4738.995498 = -1980247.858437
  nChanged 11
		SP:Iteration 30Q (5545.230000 sec): 3 clusters
  Score: Raw -1984991.269351 + Penalty 4738.995498 = -1980252.273853
  nChanged 8
		SP:Iteration 31Q (5545.270000 sec): 3 clusters
  Score: Raw -1984995.097352 + Penalty 4738.995498 = -1980256.101855
  nChanged 6
		SP:Iteration 32Q (5545.310000 sec): 3 clusters
  Score: Raw -1984998.642592 + Penalty 4738.995498 = -1980259.647094
  nChanged 8
		SP:Iteration 33Q (5545.350000 sec): 3 clusters
  Score: Raw -1985005.712385 + Penalty 4738.995498 = -1980266.716887
  nChanged 13
		SP:Iteration 34Q (5545.380000 sec): 3 clusters
  Score: Raw -1985012.991390 + Penalty 4738.995498 = -1980273.995893
  nChanged 10
		SP:Iteration 35Q (5545.420000 sec): 3 clusters
  Score: Raw -1985018.608799 + Penalty 4738.995498 = -1980279.613301
  nChanged 19
		SP:Iteration 36Q (5545.460000 sec): 3 clusters
  Score: Raw -1985026.969803 + Penalty 4738.995498 = -1980287.974305
  nChanged 17
		SP:Iteration 37Q (5545.500000 sec): 3 clusters
  Score: Raw -1985036.006180 + Penalty 4738.995498 = -1980297.010682
  nChanged 13
		SP:Iteration 38Q (5545.540000 sec): 3 clusters
  Score: Raw -1985042.902639 + Penalty 4738.995498 = -1980303.907141
  nChanged 16
		SP:Iteration 39Q (5545.570000 sec): 3 clusters
  Score: Raw -1985051.537759 + Penalty 4738.995498 = -1980312.542261
  nChanged 11
		SP:Iteration 40F (5545.630000 sec): 3 clusters
  Score: Raw -1985058.423616 + Penalty 4738.995498 = -1980319.428118
  nChanged 10
		SP:Iteration 41Q (5545.660000 sec): 3 clusters
  Score: Raw -1985064.594263 + Penalty 4738.995498 = -1980325.598765
  nChanged 10
		SP:Iteration 42Q (5545.700000 sec): 3 clusters
  Score: Raw -1985070.632678 + Penalty 4738.995498 = -1980331.637180
  nChanged 8
		SP:Iteration 43Q (5545.740000 sec): 3 clusters
  Score: Raw -1985074.659307 + Penalty 4738.995498 = -1980335.663809
  nChanged 8
		SP:Iteration 44Q (5545.780000 sec): 3 clusters
  Score: Raw -1985080.438892 + Penalty 4738.995498 = -1980341.443394
  nChanged 13
		SP:Iteration 45Q (5545.810000 sec): 3 clusters
  Score: Raw -1985087.419591 + Penalty 4738.995498 = -1980348.424094
  nChanged 13
		SP:Iteration 46Q (5545.850000 sec): 3 clusters
  Score: Raw -1985094.992717 + Penalty 4738.995498 = -1980355.997219
  nChanged 14
		SP:Iteration 47Q (5545.890000 sec): 3 clusters
  Score: Raw -1985101.336959 + Penalty 4738.995498 = -1980362.341461
  nChanged 7
		SP:Iteration 48Q (5545.930000 sec): 3 clusters
  Score: Raw -1985105.086097 + Penalty 4738.995498 = -1980366.090599
  nChanged 12
		SP:Iteration 49Q (5545.970000 sec): 3 clusters
  Score: Raw -1985112.011181 + Penalty 4738.995498 = -1980373.015683
  nChanged 8
		SP:Iteration 50Q (5546.010000 sec): 3 clusters
  Score: Raw -1985114.847095 + Penalty 4738.995498 = -1980375.851597
  nChanged 4
		SP:Iteration 51Q (5546.050000 sec): 3 clusters
  Score: Raw -1985115.992586 + Penalty 4738.995498 = -1980376.997088
  nChanged 5
		SP:Iteration 52Q (5546.080000 sec): 3 clusters
  Score: Raw -1985118.508561 + Penalty 4738.995498 = -1980379.513063
  nChanged 6
		SP:Iteration 53Q (5546.120000 sec): 3 clusters
  Score: Raw -1985121.154598 + Penalty 4738.995498 = -1980382.159100
  nChanged 4
		SP:Iteration 54Q (5546.160000 sec): 3 clusters
  Score: Raw -1985122.734000 + Penalty 4738.995498 = -1980383.738502
  nChanged 2
		SP:Iteration 55Q (5546.200000 sec): 3 clusters
  Score: Raw -1985123.542023 + Penalty 4738.995498 = -1980384.546525
  nChanged 0
		SP:Iteration 56F (5546.250000 sec): 3 clusters
  Score: Raw -1985123.542023 + Penalty 4738.995498 = -1980384.546525
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5546.250000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5546.260000 sec): 3 clusters
  Score: Raw -73225.138210 + Penalty 3074.445443 = -70150.692767
  nChanged 82
		SP:Iteration 1F (5546.260000 sec): 3 clusters
  Score: Raw -73359.440636 + Penalty 3074.445443 = -70284.995193
  nChanged 21
		SP:Iteration 2Q (5546.260000 sec): 3 clusters
  Score: Raw -73395.969574 + Penalty 3074.445443 = -70321.524131
  nChanged 5
		SP:Iteration 3Q (5546.260000 sec): 3 clusters
  Score: Raw -73412.864363 + Penalty 3074.445443 = -70338.418920
  nChanged 4
		SP:Iteration 4Q (5546.260000 sec): 3 clusters
  Score: Raw -73425.870283 + Penalty 3074.445443 = -70351.424840
  nChanged 5
		SP:Iteration 5Q (5546.270000 sec): 3 clusters
  Score: Raw -73435.493311 + Penalty 3074.445443 = -70361.047867
  nChanged 3
		SP:Iteration 6Q (5546.270000 sec): 3 clusters
  Score: Raw -73444.805060 + Penalty 3074.445443 = -70370.359617
  nChanged 5
		SP:Iteration 7Q (5546.270000 sec): 3 clusters
  Score: Raw -73458.671470 + Penalty 3074.445443 = -70384.226026
  nChanged 1
		SP:Iteration 8Q (5546.270000 sec): 3 clusters
  Score: Raw -73459.458087 + Penalty 3074.445443 = -70385.012644
  nChanged 0
		SP:Iteration 9F (5546.270000 sec): 3 clusters
  Score: Raw -73459.458087 + Penalty 3074.445443 = -70385.012644
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5546.280000 sec): 2 clusters
  Score: Raw -310878.010205 + Penalty 1906.509614 = -308971.500591
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5546.290000 sec): 3 clusters
  Score: Raw -310001.729150 + Penalty 3813.019228 = -306188.709922
  nChanged 702
		SP:Iteration 1F (5546.300000 sec): 3 clusters
  Score: Raw -310493.810873 + Penalty 3813.019228 = -306680.791645
  nChanged 176
		SP:Iteration 2F (5546.310000 sec): 3 clusters
  Score: Raw -310637.990836 + Penalty 3813.019228 = -306824.971608
  nChanged 102
		SP:Iteration 3Q (5546.310000 sec): 3 clusters
  Score: Raw -310717.091902 + Penalty 3813.019228 = -306904.072674
  nChanged 64
		SP:Iteration 4Q (5546.320000 sec): 3 clusters
  Score: Raw -310758.424818 + Penalty 3813.019228 = -306945.405590
  nChanged 38
		SP:Iteration 5Q (5546.330000 sec): 3 clusters
  Score: Raw -310786.737287 + Penalty 3813.019228 = -306973.718059
  nChanged 19
		SP:Iteration 6Q (5546.340000 sec): 3 clusters
  Score: Raw -310802.973957 + Penalty 3813.019228 = -306989.954729
  nChanged 19
		SP:Iteration 7Q (5546.350000 sec): 3 clusters
  Score: Raw -310813.981025 + Penalty 3813.019228 = -307000.961797
  nChanged 10
		SP:Iteration 8Q (5546.350000 sec): 3 clusters
  Score: Raw -310821.664400 + Penalty 3813.019228 = -307008.645172
  nChanged 11
		SP:Iteration 9Q (5546.360000 sec): 3 clusters
  Score: Raw -310829.752720 + Penalty 3813.019228 = -307016.733492
  nChanged 11
		SP:Iteration 10Q (5546.370000 sec): 3 clusters
  Score: Raw -310838.064162 + Penalty 3813.019228 = -307025.044934
  nChanged 5
		SP:Iteration 11Q (5546.380000 sec): 3 clusters
  Score: Raw -310840.976494 + Penalty 3813.019228 = -307027.957266
  nChanged 6
		SP:Iteration 12Q (5546.380000 sec): 3 clusters
  Score: Raw -310846.211618 + Penalty 3813.019228 = -307033.192390
  nChanged 7
		SP:Iteration 13Q (5546.390000 sec): 3 clusters
  Score: Raw -310848.913816 + Penalty 3813.019228 = -307035.894588
  nChanged 1
		SP:Iteration 14Q (5546.400000 sec): 3 clusters
  Score: Raw -310849.320081 + Penalty 3813.019228 = -307036.300853
  nChanged 4
		SP:Iteration 15Q (5546.410000 sec): 3 clusters
  Score: Raw -310850.624388 + Penalty 3813.019228 = -307037.605160
  nChanged 6
		SP:Iteration 16Q (5546.410000 sec): 3 clusters
  Score: Raw -310853.468260 + Penalty 3813.019228 = -307040.449032
  nChanged 2
		SP:Iteration 17Q (5546.420000 sec): 3 clusters
  Score: Raw -310855.146776 + Penalty 3813.019228 = -307042.127548
  nChanged 2
		SP:Iteration 18Q (5546.430000 sec): 3 clusters
  Score: Raw -310855.966529 + Penalty 3813.019228 = -307042.947301
  nChanged 1
		SP:Iteration 19Q (5546.440000 sec): 3 clusters
  Score: Raw -310856.287915 + Penalty 3813.019228 = -307043.268687
  nChanged 0
		SP:Iteration 20F (5546.450000 sec): 3 clusters
  Score: Raw -310856.287915 + Penalty 3813.019228 = -307043.268687
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31637 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5546.550000 sec): 2 clusters
  Score: Raw -4620785.613031 + Penalty 2569.796485 = -4618215.816546
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5546.670000 sec): 3 clusters
  Score: Raw -4601631.757045 + Penalty 5139.592970 = -4596492.164075
  nChanged 14336
		SP:Iteration 1F (5546.780000 sec): 3 clusters
  Score: Raw -4609687.371999 + Penalty 5139.592970 = -4604547.779029
  nChanged 1525
		SP:Iteration 2Q (5546.890000 sec): 3 clusters
  Score: Raw -4610314.112355 + Penalty 5139.592970 = -4605174.519385
  nChanged 1518
		SP:Iteration 3Q (5547.010000 sec): 3 clusters
  Score: Raw -4611073.126864 + Penalty 5139.592970 = -4605933.533894
  nChanged 1556
		SP:Iteration 4Q (5547.130000 sec): 3 clusters
  Score: Raw -4612012.854284 + Penalty 5139.592970 = -4606873.261314
  nChanged 1586
		SP:Iteration 5F (5547.250000 sec): 3 clusters
  Score: Raw -4613083.022699 + Penalty 5139.592970 = -4607943.429729
  nChanged 1635
		SP:Iteration 6F (5547.370000 sec): 3 clusters
  Score: Raw -4614184.061441 + Penalty 5139.592970 = -4609044.468471
  nChanged 1596
		SP:Iteration 7F (5547.480000 sec): 3 clusters
  Score: Raw -4615261.987779 + Penalty 5139.592970 = -4610122.394809
  nChanged 1524
		SP:Iteration 8Q (5547.600000 sec): 3 clusters
  Score: Raw -4616306.277800 + Penalty 5139.592970 = -4611166.684830
  nChanged 1394
		SP:Iteration 9Q (5547.710000 sec): 3 clusters
  Score: Raw -4617277.764328 + Penalty 5139.592970 = -4612138.171358
  nChanged 1244
		SP:Iteration 10Q (5547.820000 sec): 3 clusters
  Score: Raw -4618089.832348 + Penalty 5139.592970 = -4612950.239378
  nChanged 1063
		SP:Iteration 11Q (5547.930000 sec): 3 clusters
  Score: Raw -4618766.739980 + Penalty 5139.592970 = -4613627.147010
  nChanged 918
		SP:Iteration 12Q (5548.030000 sec): 3 clusters
  Score: Raw -4619328.114949 + Penalty 5139.592970 = -4614188.521979
  nChanged 724
		SP:Iteration 13Q (5548.130000 sec): 3 clusters
  Score: Raw -4619759.733603 + Penalty 5139.592970 = -4614620.140633
  nChanged 544
		SP:Iteration 14Q (5548.230000 sec): 3 clusters
  Score: Raw -4620072.534919 + Penalty 5139.592970 = -4614932.941949
  nChanged 435
		SP:Iteration 15Q (5548.320000 sec): 3 clusters
  Score: Raw -4620333.424824 + Penalty 5139.592970 = -4615193.831854
  nChanged 334
		SP:Iteration 16Q (5548.410000 sec): 3 clusters
  Score: Raw -4620515.879741 + Penalty 5139.592970 = -4615376.286771
  nChanged 269
		SP:Iteration 17Q (5548.510000 sec): 3 clusters
  Score: Raw -4620670.610995 + Penalty 5139.592970 = -4615531.018025
  nChanged 198
		SP:Iteration 18Q (5548.590000 sec): 3 clusters
  Score: Raw -4620781.669917 + Penalty 5139.592970 = -4615642.076947
  nChanged 133
		SP:Iteration 19Q (5548.680000 sec): 3 clusters
  Score: Raw -4620858.617194 + Penalty 5139.592970 = -4615719.024224
  nChanged 114
		SP:Iteration 20F (5548.800000 sec): 3 clusters
  Score: Raw -4620920.176782 + Penalty 5139.592970 = -4615780.583812
  nChanged 86
		SP:Iteration 21Q (5548.890000 sec): 3 clusters
  Score: Raw -4620963.106801 + Penalty 5139.592970 = -4615823.513831
  nChanged 63
		SP:Iteration 22Q (5548.970000 sec): 3 clusters
  Score: Raw -4620993.555260 + Penalty 5139.592970 = -4615853.962290
  nChanged 53
		SP:Iteration 23Q (5549.050000 sec): 3 clusters
  Score: Raw -4621021.938198 + Penalty 5139.592970 = -4615882.345228
  nChanged 46
		SP:Iteration 24Q (5549.140000 sec): 3 clusters
  Score: Raw -4621044.788922 + Penalty 5139.592970 = -4615905.195952
  nChanged 31
		SP:Iteration 25Q (5549.230000 sec): 3 clusters
  Score: Raw -4621062.051547 + Penalty 5139.592970 = -4615922.458577
  nChanged 33
		SP:Iteration 26Q (5549.310000 sec): 3 clusters
  Score: Raw -4621083.202725 + Penalty 5139.592970 = -4615943.609755
  nChanged 25
		SP:Iteration 27Q (5549.390000 sec): 3 clusters
  Score: Raw -4621096.951580 + Penalty 5139.592970 = -4615957.358610
  nChanged 24
		SP:Iteration 28Q (5549.480000 sec): 3 clusters
  Score: Raw -4621108.884738 + Penalty 5139.592970 = -4615969.291768
  nChanged 20
		SP:Iteration 29Q (5549.560000 sec): 3 clusters
  Score: Raw -4621119.612669 + Penalty 5139.592970 = -4615980.019699
  nChanged 16
		SP:Iteration 30Q (5549.650000 sec): 3 clusters
  Score: Raw -4621126.421774 + Penalty 5139.592970 = -4615986.828804
  nChanged 9
		SP:Iteration 31Q (5549.730000 sec): 3 clusters
  Score: Raw -4621130.284014 + Penalty 5139.592970 = -4615990.691044
  nChanged 6
		SP:Iteration 32Q (5549.820000 sec): 3 clusters
  Score: Raw -4621133.295787 + Penalty 5139.592970 = -4615993.702817
  nChanged 5
		SP:Iteration 33Q (5549.900000 sec): 3 clusters
  Score: Raw -4621135.095754 + Penalty 5139.592970 = -4615995.502784
  nChanged 5
		SP:Iteration 34Q (5549.990000 sec): 3 clusters
  Score: Raw -4621138.267009 + Penalty 5139.592970 = -4615998.674039
  nChanged 5
		SP:Iteration 35Q (5550.070000 sec): 3 clusters
  Score: Raw -4621140.822779 + Penalty 5139.592970 = -4616001.229809
  nChanged 9
		SP:Iteration 36Q (5550.150000 sec): 3 clusters
  Score: Raw -4621145.394465 + Penalty 5139.592970 = -4616005.801495
  nChanged 10
		SP:Iteration 37Q (5550.230000 sec): 3 clusters
  Score: Raw -4621151.926833 + Penalty 5139.592970 = -4616012.333863
  nChanged 6
		SP:Iteration 38Q (5550.310000 sec): 3 clusters
  Score: Raw -4621154.498169 + Penalty 5139.592970 = -4616014.905199
  nChanged 4
		SP:Iteration 39Q (5550.400000 sec): 3 clusters
  Score: Raw -4621156.420821 + Penalty 5139.592970 = -4616016.827852
  nChanged 4
		SP:Iteration 40F (5550.510000 sec): 3 clusters
  Score: Raw -4621158.747278 + Penalty 5139.592970 = -4616019.154308
  nChanged 4
		SP:Iteration 41Q (5550.590000 sec): 3 clusters
  Score: Raw -4621160.990703 + Penalty 5139.592970 = -4616021.397733
  nChanged 2
		SP:Iteration 42Q (5550.670000 sec): 3 clusters
  Score: Raw -4621161.811909 + Penalty 5139.592970 = -4616022.218939
  nChanged 2
		SP:Iteration 43Q (5550.760000 sec): 3 clusters
  Score: Raw -4621162.463548 + Penalty 5139.592970 = -4616022.870578
  nChanged 2
		SP:Iteration 44Q (5550.840000 sec): 3 clusters
  Score: Raw -4621163.786195 + Penalty 5139.592970 = -4616024.193225
  nChanged 3
		SP:Iteration 45Q (5550.920000 sec): 3 clusters
  Score: Raw -4621166.043374 + Penalty 5139.592970 = -4616026.450404
  nChanged 4
		SP:Iteration 46Q (5551.000000 sec): 3 clusters
  Score: Raw -4621169.607377 + Penalty 5139.592970 = -4616030.014407
  nChanged 8
		SP:Iteration 47Q (5551.090000 sec): 3 clusters
  Score: Raw -4621174.936497 + Penalty 5139.592970 = -4616035.343527
  nChanged 9
		SP:Iteration 48Q (5551.170000 sec): 3 clusters
  Score: Raw -4621179.715316 + Penalty 5139.592970 = -4616040.122346
  nChanged 8
		SP:Iteration 49Q (5551.250000 sec): 3 clusters
  Score: Raw -4621185.398599 + Penalty 5139.592970 = -4616045.805629
  nChanged 4
		SP:Iteration 50Q (5551.330000 sec): 3 clusters
  Score: Raw -4621187.204871 + Penalty 5139.592970 = -4616047.611901
  nChanged 1
		SP:Iteration 51Q (5551.410000 sec): 3 clusters
  Score: Raw -4621187.471200 + Penalty 5139.592970 = -4616047.878230
  nChanged 0
		SP:Iteration 52F (5551.530000 sec): 3 clusters
  Score: Raw -4621187.471200 + Penalty 5139.592970 = -4616047.878230
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5551.840000 sec): 2 clusters
  Score: Raw -14347520.959619 + Penalty 2851.907604 = -14344669.052014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5552.210000 sec): 3 clusters
  Score: Raw -14284340.021313 + Penalty 5703.815209 = -14278636.206104
  nChanged 46367
		SP:Iteration 1F (5552.570000 sec): 3 clusters
  Score: Raw -14310997.680260 + Penalty 5703.815209 = -14305293.865051
  nChanged 3866
		SP:Iteration 2Q (5552.940000 sec): 3 clusters
  Score: Raw -14312298.155703 + Penalty 5703.815209 = -14306594.340494
  nChanged 4894
		SP:Iteration 3Q (5553.310000 sec): 3 clusters
  Score: Raw -14314625.447168 + Penalty 5703.815209 = -14308921.631959
  nChanged 6690
		SP:Iteration 4F (5553.680000 sec): 3 clusters
  Score: Raw -14318981.293255 + Penalty 5703.815209 = -14313277.478046
  nChanged 8586
		SP:Iteration 5F (5554.040000 sec): 3 clusters
  Score: Raw -14326094.534902 + Penalty 5703.815209 = -14320390.719694
  nChanged 9045
		SP:Iteration 6F (5554.400000 sec): 3 clusters
  Score: Raw -14334883.700431 + Penalty 5703.815209 = -14329179.885222
  nChanged 7082
		SP:Iteration 7F (5554.760000 sec): 3 clusters
  Score: Raw -14342079.653691 + Penalty 5703.815209 = -14336375.838483
  nChanged 3726
		SP:Iteration 8Q (5555.110000 sec): 3 clusters
  Score: Raw -14345655.730070 + Penalty 5703.815209 = -14339951.914861
  nChanged 1487
		SP:Iteration 9Q (5555.420000 sec): 3 clusters
  Score: Raw -14346990.711775 + Penalty 5703.815209 = -14341286.896566
  nChanged 527
		SP:Iteration 10Q (5555.700000 sec): 3 clusters
  Score: Raw -14347498.529814 + Penalty 5703.815209 = -14341794.714606
  nChanged 210
		SP:Iteration 11Q (5555.970000 sec): 3 clusters
  Score: Raw -14347714.212635 + Penalty 5703.815209 = -14342010.397426
  nChanged 84
		SP:Iteration 12Q (5556.230000 sec): 3 clusters
  Score: Raw -14347811.050082 + Penalty 5703.815209 = -14342107.234873
  nChanged 45
		SP:Iteration 13Q (5556.490000 sec): 3 clusters
  Score: Raw -14347857.876653 + Penalty 5703.815209 = -14342154.061445
  nChanged 24
		SP:Iteration 14Q (5556.740000 sec): 3 clusters
  Score: Raw -14347883.320466 + Penalty 5703.815209 = -14342179.505257
  nChanged 18
		SP:Iteration 15Q (5556.990000 sec): 3 clusters
  Score: Raw -14347910.210923 + Penalty 5703.815209 = -14342206.395714
  nChanged 21
		SP:Iteration 16Q (5557.250000 sec): 3 clusters
  Score: Raw -14347946.727135 + Penalty 5703.815209 = -14342242.911926
  nChanged 17
		SP:Iteration 17Q (5557.500000 sec): 3 clusters
  Score: Raw -14347967.788502 + Penalty 5703.815209 = -14342263.973293
  nChanged 10
		SP:Iteration 18Q (5557.750000 sec): 3 clusters
  Score: Raw -14347980.419327 + Penalty 5703.815209 = -14342276.604118
  nChanged 9
		SP:Iteration 19Q (5558.000000 sec): 3 clusters
  Score: Raw -14347989.375728 + Penalty 5703.815209 = -14342285.560519
  nChanged 5
		SP:Iteration 20F (5558.360000 sec): 3 clusters
  Score: Raw -14347996.073239 + Penalty 5703.815209 = -14342292.258030
  nChanged 3
		SP:Iteration 21Q (5558.610000 sec): 3 clusters
  Score: Raw -14348000.405359 + Penalty 5703.815209 = -14342296.590150
  nChanged 2
		SP:Iteration 22Q (5558.860000 sec): 3 clusters
  Score: Raw -14348002.118232 + Penalty 5703.815209 = -14342298.303023
  nChanged 0
		SP:Iteration 23F (5559.220000 sec): 3 clusters
  Score: Raw -14348002.118232 + Penalty 5703.815209 = -14342298.303023
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (35708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5559.350000 sec): 2 clusters
  Score: Raw -5539356.140882 + Penalty 2599.816248 = -5536756.324634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5559.480000 sec): 3 clusters
  Score: Raw -5517622.802923 + Penalty 5199.632496 = -5512423.170427
  nChanged 16177
		SP:Iteration 1F (5559.610000 sec): 3 clusters
  Score: Raw -5526432.788781 + Penalty 5199.632496 = -5521233.156285
  nChanged 1534
		SP:Iteration 2Q (5559.740000 sec): 3 clusters
  Score: Raw -5526900.937256 + Penalty 5199.632496 = -5521701.304760
  nChanged 1450
		SP:Iteration 3Q (5559.880000 sec): 3 clusters
  Score: Raw -5527350.230815 + Penalty 5199.632496 = -5522150.598319
  nChanged 1365
		SP:Iteration 4Q (5560.010000 sec): 3 clusters
  Score: Raw -5527784.352674 + Penalty 5199.632496 = -5522584.720178
  nChanged 1351
		SP:Iteration 5Q (5560.140000 sec): 3 clusters
  Score: Raw -5528263.556693 + Penalty 5199.632496 = -5523063.924197
  nChanged 1439
		SP:Iteration 6Q (5560.270000 sec): 3 clusters
  Score: Raw -5528878.608415 + Penalty 5199.632496 = -5523678.975919
  nChanged 1623
		SP:Iteration 7Q (5560.400000 sec): 3 clusters
  Score: Raw -5529699.307503 + Penalty 5199.632496 = -5524499.675007
  nChanged 1867
		SP:Iteration 8F (5560.530000 sec): 3 clusters
  Score: Raw -5530808.179337 + Penalty 5199.632496 = -5525608.546841
  nChanged 2230
		SP:Iteration 9F (5560.660000 sec): 3 clusters
  Score: Raw -5532371.116441 + Penalty 5199.632496 = -5527171.483945
  nChanged 2368
		SP:Iteration 10F (5560.790000 sec): 3 clusters
  Score: Raw -5534234.583129 + Penalty 5199.632496 = -5529034.950633
  nChanged 2212
		SP:Iteration 11F (5560.920000 sec): 3 clusters
  Score: Raw -5536113.890914 + Penalty 5199.632496 = -5530914.258418
  nChanged 1758
		SP:Iteration 12Q (5561.040000 sec): 3 clusters
  Score: Raw -5537689.564418 + Penalty 5199.632496 = -5532489.931922
  nChanged 1071
		SP:Iteration 13Q (5561.150000 sec): 3 clusters
  Score: Raw -5538663.195372 + Penalty 5199.632496 = -5533463.562876
  nChanged 561
		SP:Iteration 14Q (5561.260000 sec): 3 clusters
  Score: Raw -5539193.443902 + Penalty 5199.632496 = -5533993.811406
  nChanged 213
		SP:Iteration 15Q (5561.350000 sec): 3 clusters
  Score: Raw -5539397.284663 + Penalty 5199.632496 = -5534197.652167
  nChanged 95
		SP:Iteration 16Q (5561.450000 sec): 3 clusters
  Score: Raw -5539500.209007 + Penalty 5199.632496 = -5534300.576511
  nChanged 45
		SP:Iteration 17Q (5561.540000 sec): 3 clusters
  Score: Raw -5539550.232585 + Penalty 5199.632496 = -5534350.600089
  nChanged 20
		SP:Iteration 18Q (5561.630000 sec): 3 clusters
  Score: Raw -5539572.586162 + Penalty 5199.632496 = -5534372.953666
  nChanged 14
		SP:Iteration 19Q (5561.720000 sec): 3 clusters
  Score: Raw -5539586.174396 + Penalty 5199.632496 = -5534386.541900
  nChanged 9
		SP:Iteration 20F (5561.850000 sec): 3 clusters
  Score: Raw -5539594.961057 + Penalty 5199.632496 = -5534395.328561
  nChanged 7
		SP:Iteration 21Q (5561.940000 sec): 3 clusters
  Score: Raw -5539601.924693 + Penalty 5199.632496 = -5534402.292197
  nChanged 2
		SP:Iteration 22Q (5562.030000 sec): 3 clusters
  Score: Raw -5539604.557863 + Penalty 5199.632496 = -5534404.925367
  nChanged 3
		SP:Iteration 23Q (5562.120000 sec): 3 clusters
  Score: Raw -5539610.479934 + Penalty 5199.632496 = -5534410.847438
  nChanged 1
		SP:Iteration 24Q (5562.210000 sec): 3 clusters
  Score: Raw -5539611.282139 + Penalty 5199.632496 = -5534411.649643
  nChanged 1
		SP:Iteration 25Q (5562.300000 sec): 3 clusters
  Score: Raw -5539612.134669 + Penalty 5199.632496 = -5534412.502173
  nChanged 0
		SP:Iteration 26F (5562.430000 sec): 3 clusters
  Score: Raw -5539612.134669 + Penalty 5199.632496 = -5534412.502173
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5562.750000 sec): 2 clusters
  Score: Raw -14576585.958374 + Penalty 2851.900065 = -14573734.058309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5563.110000 sec): 3 clusters
  Score: Raw -14513267.021653 + Penalty 5703.800129 = -14507563.221524
  nChanged 46753
		SP:Iteration 1F (5563.480000 sec): 3 clusters
  Score: Raw -14539365.165180 + Penalty 5703.800129 = -14533661.365051
  nChanged 2940
		SP:Iteration 2Q (5563.850000 sec): 3 clusters
  Score: Raw -14539950.407804 + Penalty 5703.800129 = -14534246.607675
  nChanged 2805
		SP:Iteration 3Q (5564.230000 sec): 3 clusters
  Score: Raw -14540520.958258 + Penalty 5703.800129 = -14534817.158129
  nChanged 2808
		SP:Iteration 4Q (5564.600000 sec): 3 clusters
  Score: Raw -14541105.276710 + Penalty 5703.800129 = -14535401.476581
  nChanged 2862
		SP:Iteration 5Q (5564.970000 sec): 3 clusters
  Score: Raw -14541729.644260 + Penalty 5703.800129 = -14536025.844131
  nChanged 2962
		SP:Iteration 6Q (5565.340000 sec): 3 clusters
  Score: Raw -14542475.016296 + Penalty 5703.800129 = -14536771.216166
  nChanged 3373
		SP:Iteration 7Q (5565.720000 sec): 3 clusters
  Score: Raw -14543483.387310 + Penalty 5703.800129 = -14537779.587181
  nChanged 3983
		SP:Iteration 8Q (5566.090000 sec): 3 clusters
  Score: Raw -14544911.764356 + Penalty 5703.800129 = -14539207.964226
  nChanged 4687
		SP:Iteration 9Q (5566.470000 sec): 3 clusters
  Score: Raw -14546931.102712 + Penalty 5703.800129 = -14541227.302583
  nChanged 5390
		SP:Iteration 10F (5566.830000 sec): 3 clusters
  Score: Raw -14549744.771288 + Penalty 5703.800129 = -14544040.971159
  nChanged 6171
		SP:Iteration 11F (5567.200000 sec): 3 clusters
  Score: Raw -14553620.240575 + Penalty 5703.800129 = -14547916.440446
  nChanged 6561
		SP:Iteration 12F (5567.560000 sec): 3 clusters
  Score: Raw -14558308.113263 + Penalty 5703.800129 = -14552604.313133
  nChanged 6425
		SP:Iteration 13F (5567.920000 sec): 3 clusters
  Score: Raw -14563417.430685 + Penalty 5703.800129 = -14557713.630556
  nChanged 5630
		SP:Iteration 14F (5568.290000 sec): 3 clusters
  Score: Raw -14568092.583870 + Penalty 5703.800129 = -14562388.783740
  nChanged 4185
		SP:Iteration 15Q (5568.650000 sec): 3 clusters
  Score: Raw -14571650.591505 + Penalty 5703.800129 = -14565946.791375
  nChanged 2766
		SP:Iteration 16Q (5568.980000 sec): 3 clusters
  Score: Raw -14573894.291182 + Penalty 5703.800129 = -14568190.491053
  nChanged 1635
		SP:Iteration 17Q (5569.290000 sec): 3 clusters
  Score: Raw -14575183.296919 + Penalty 5703.800129 = -14569479.496789
  nChanged 973
		SP:Iteration 18Q (5569.590000 sec): 3 clusters
  Score: Raw -14575925.223854 + Penalty 5703.800129 = -14570221.423725
  nChanged 519
		SP:Iteration 19Q (5569.860000 sec): 3 clusters
  Score: Raw -14576304.798627 + Penalty 5703.800129 = -14570600.998498
  nChanged 320
		SP:Iteration 20F (5570.220000 sec): 3 clusters
  Score: Raw -14576525.322507 + Penalty 5703.800129 = -14570821.522378
  nChanged 197
		SP:Iteration 21Q (5570.480000 sec): 3 clusters
  Score: Raw -14576653.730774 + Penalty 5703.800129 = -14570949.930644
  nChanged 147
		SP:Iteration 22Q (5570.740000 sec): 3 clusters
  Score: Raw -14576753.844038 + Penalty 5703.800129 = -14571050.043908
  nChanged 104
		SP:Iteration 23Q (5571.000000 sec): 3 clusters
  Score: Raw -14576830.283573 + Penalty 5703.800129 = -14571126.483444
  nChanged 86
		SP:Iteration 24Q (5571.250000 sec): 3 clusters
  Score: Raw -14576891.368651 + Penalty 5703.800129 = -14571187.568522
  nChanged 59
		SP:Iteration 25Q (5571.510000 sec): 3 clusters
  Score: Raw -14576932.303136 + Penalty 5703.800129 = -14571228.503007
  nChanged 40
		SP:Iteration 26Q (5571.760000 sec): 3 clusters
  Score: Raw -14576958.179955 + Penalty 5703.800129 = -14571254.379826
  nChanged 27
		SP:Iteration 27Q (5572.020000 sec): 3 clusters
  Score: Raw -14576976.128894 + Penalty 5703.800129 = -14571272.328765
  nChanged 18
		SP:Iteration 28Q (5572.270000 sec): 3 clusters
  Score: Raw -14576983.951197 + Penalty 5703.800129 = -14571280.151068
  nChanged 15
		SP:Iteration 29Q (5572.520000 sec): 3 clusters
  Score: Raw -14576992.946160 + Penalty 5703.800129 = -14571289.146031
  nChanged 10
		SP:Iteration 30Q (5572.780000 sec): 3 clusters
  Score: Raw -14576999.101679 + Penalty 5703.800129 = -14571295.301550
  nChanged 13
		SP:Iteration 31Q (5573.030000 sec): 3 clusters
  Score: Raw -14577007.180669 + Penalty 5703.800129 = -14571303.380540
  nChanged 8
		SP:Iteration 32Q (5573.280000 sec): 3 clusters
  Score: Raw -14577011.265119 + Penalty 5703.800129 = -14571307.464989
  nChanged 4
		SP:Iteration 33Q (5573.530000 sec): 3 clusters
  Score: Raw -14577013.474860 + Penalty 5703.800129 = -14571309.674731
  nChanged 7
		SP:Iteration 34Q (5573.780000 sec): 3 clusters
  Score: Raw -14577016.208671 + Penalty 5703.800129 = -14571312.408542
  nChanged 6
		SP:Iteration 35Q (5574.040000 sec): 3 clusters
  Score: Raw -14577020.028401 + Penalty 5703.800129 = -14571316.228272
  nChanged 3
		SP:Iteration 36Q (5574.290000 sec): 3 clusters
  Score: Raw -14577021.768899 + Penalty 5703.800129 = -14571317.968770
  nChanged 3
		SP:Iteration 37Q (5574.540000 sec): 3 clusters
  Score: Raw -14577023.879669 + Penalty 5703.800129 = -14571320.079539
  nChanged 3
		SP:Iteration 38Q (5574.790000 sec): 3 clusters
  Score: Raw -14577025.560538 + Penalty 5703.800129 = -14571321.760408
  nChanged 1
		SP:Iteration 39Q (5575.050000 sec): 3 clusters
  Score: Raw -14577026.836228 + Penalty 5703.800129 = -14571323.036099
  nChanged 1
		SP:Iteration 40F (5575.410000 sec): 3 clusters
  Score: Raw -14577027.469007 + Penalty 5703.800129 = -14571323.668878
  nChanged 3
		SP:Iteration 41Q (5575.660000 sec): 3 clusters
  Score: Raw -14577028.904337 + Penalty 5703.800129 = -14571325.104207
  nChanged 1
		SP:Iteration 42Q (5575.910000 sec): 3 clusters
  Score: Raw -14577029.516146 + Penalty 5703.800129 = -14571325.716017
  nChanged 0
		SP:Iteration 43F (5576.270000 sec): 3 clusters
  Score: Raw -14577029.516146 + Penalty 5703.800129 = -14571325.716017
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5576.310000 sec): 2 clusters
  Score: Raw -45040.769262 + Penalty 1466.548745 = -43574.220517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5576.310000 sec): 3 clusters
  Score: Raw -45342.084219 + Penalty 2933.097491 = -42408.986728
  nChanged 84
		SP:Iteration 1F (5576.310000 sec): 3 clusters
  Score: Raw -45949.879262 + Penalty 2933.097491 = -43016.781771
  nChanged 25
		SP:Iteration 2F (5576.310000 sec): 3 clusters
  Score: Raw -46138.911610 + Penalty 2933.097491 = -43205.814119
  nChanged 14
		SP:Iteration 3Q (5576.310000 sec): 3 clusters
  Score: Raw -46261.473115 + Penalty 2933.097491 = -43328.375624
  nChanged 11
		SP:Iteration 4Q (5576.310000 sec): 3 clusters
  Score: Raw -46394.062419 + Penalty 2933.097491 = -43460.964928
  nChanged 16
		SP:Iteration 5Q (5576.310000 sec): 3 clusters
  Score: Raw -46535.684522 + Penalty 2933.097491 = -43602.587031
  nChanged 17
		SP:Iteration 6Q (5576.310000 sec): 3 clusters
  Score: Raw -46687.848271 + Penalty 2933.097491 = -43754.750780
  nChanged 16
		SP:Iteration 7Q (5576.320000 sec): 3 clusters
  Score: Raw -46968.538605 + Penalty 2933.097491 = -44035.441114
  nChanged 18
		SP:Iteration 8Q (5576.320000 sec): 3 clusters
  Score: Raw -47404.883133 + Penalty 2933.097491 = -44471.785643
  nChanged 12
		SP:Iteration 9Q (5576.320000 sec): 3 clusters
  Score: Raw -47592.057311 + Penalty 2933.097491 = -44658.959820
  nChanged 8
		SP:Iteration 10Q (5576.320000 sec): 3 clusters
  Score: Raw -47729.604431 + Penalty 2933.097491 = -44796.506940
  nChanged 4
		SP:Iteration 11Q (5576.320000 sec): 3 clusters
  Score: Raw -47753.507327 + Penalty 2933.097491 = -44820.409837
  nChanged 2
		SP:Iteration 12Q (5576.320000 sec): 3 clusters
  Score: Raw -47782.186976 + Penalty 2933.097491 = -44849.089485
  nChanged 2
		SP:Iteration 13Q (5576.320000 sec): 3 clusters
  Score: Raw -47823.576062 + Penalty 2933.097491 = -44890.478571
  nChanged 2
		SP:Iteration 14Q (5576.320000 sec): 3 clusters
  Score: Raw -47875.005616 + Penalty 2933.097491 = -44941.908126
  nChanged 0
		SP:Iteration 15F (5576.330000 sec): 3 clusters
  Score: Raw -47875.005616 + Penalty 2933.097491 = -44941.908126
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 35.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5576.500000 sec): 2 clusters
  Score: Raw -7505841.324569 + Penalty 2688.760096 = -7503152.564473
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5576.690000 sec): 3 clusters
  Score: Raw -7474082.290056 + Penalty 5377.520193 = -7468704.769863
  nChanged 23702
		SP:Iteration 1F (5576.870000 sec): 3 clusters
  Score: Raw -7487324.359048 + Penalty 5377.520193 = -7481946.838855
  nChanged 1876
		SP:Iteration 2Q (5577.070000 sec): 3 clusters
  Score: Raw -7487768.682681 + Penalty 5377.520193 = -7482391.162488
  nChanged 1705
		SP:Iteration 3Q (5577.260000 sec): 3 clusters
  Score: Raw -7488152.180893 + Penalty 5377.520193 = -7482774.660700
  nChanged 1563
		SP:Iteration 4Q (5577.450000 sec): 3 clusters
  Score: Raw -7488536.887610 + Penalty 5377.520193 = -7483159.367417
  nChanged 1676
		SP:Iteration 5Q (5577.640000 sec): 3 clusters
  Score: Raw -7489010.284528 + Penalty 5377.520193 = -7483632.764336
  nChanged 1878
		SP:Iteration 6Q (5577.830000 sec): 3 clusters
  Score: Raw -7489643.754053 + Penalty 5377.520193 = -7484266.233860
  nChanged 2213
		SP:Iteration 7Q (5578.020000 sec): 3 clusters
  Score: Raw -7490563.437709 + Penalty 5377.520193 = -7485185.917516
  nChanged 2592
		SP:Iteration 8F (5578.210000 sec): 3 clusters
  Score: Raw -7491822.705812 + Penalty 5377.520193 = -7486445.185619
  nChanged 2888
		SP:Iteration 9F (5578.390000 sec): 3 clusters
  Score: Raw -7493391.002015 + Penalty 5377.520193 = -7488013.481822
  nChanged 3006
		SP:Iteration 10F (5578.580000 sec): 3 clusters
  Score: Raw -7495178.713853 + Penalty 5377.520193 = -7489801.193660
  nChanged 2819
		SP:Iteration 11F (5578.770000 sec): 3 clusters
  Score: Raw -7496968.822439 + Penalty 5377.520193 = -7491591.302246
  nChanged 2586
		SP:Iteration 12F (5578.950000 sec): 3 clusters
  Score: Raw -7498691.582882 + Penalty 5377.520193 = -7493314.062689
  nChanged 2212
		SP:Iteration 13Q (5579.140000 sec): 3 clusters
  Score: Raw -7500285.025408 + Penalty 5377.520193 = -7494907.505215
  nChanged 1869
		SP:Iteration 14Q (5579.330000 sec): 3 clusters
  Score: Raw -7501699.071176 + Penalty 5377.520193 = -7496321.550983
  nChanged 1533
		SP:Iteration 15Q (5579.500000 sec): 3 clusters
  Score: Raw -7502931.575307 + Penalty 5377.520193 = -7497554.055114
  nChanged 1230
		SP:Iteration 16Q (5579.670000 sec): 3 clusters
  Score: Raw -7503889.371681 + Penalty 5377.520193 = -7498511.851489
  nChanged 850
		SP:Iteration 17Q (5579.830000 sec): 3 clusters
  Score: Raw -7504554.039654 + Penalty 5377.520193 = -7499176.519461
  nChanged 609
		SP:Iteration 18Q (5579.980000 sec): 3 clusters
  Score: Raw -7505003.780979 + Penalty 5377.520193 = -7499626.260786
  nChanged 456
		SP:Iteration 19Q (5580.120000 sec): 3 clusters
  Score: Raw -7505351.606051 + Penalty 5377.520193 = -7499974.085858
  nChanged 312
		SP:Iteration 20F (5580.310000 sec): 3 clusters
  Score: Raw -7505583.447943 + Penalty 5377.520193 = -7500205.927750
  nChanged 200
		SP:Iteration 21Q (5580.440000 sec): 3 clusters
  Score: Raw -7505729.773107 + Penalty 5377.520193 = -7500352.252914
  nChanged 150
		SP:Iteration 22Q (5580.570000 sec): 3 clusters
  Score: Raw -7505841.590682 + Penalty 5377.520193 = -7500464.070489
  nChanged 98
		SP:Iteration 23Q (5580.710000 sec): 3 clusters
  Score: Raw -7505925.004877 + Penalty 5377.520193 = -7500547.484684
  nChanged 81
		SP:Iteration 24Q (5580.840000 sec): 3 clusters
  Score: Raw -7505997.085795 + Penalty 5377.520193 = -7500619.565602
  nChanged 63
		SP:Iteration 25Q (5580.970000 sec): 3 clusters
  Score: Raw -7506056.433436 + Penalty 5377.520193 = -7500678.913243
  nChanged 51
		SP:Iteration 26Q (5581.100000 sec): 3 clusters
  Score: Raw -7506108.087972 + Penalty 5377.520193 = -7500730.567779
  nChanged 37
		SP:Iteration 27Q (5581.230000 sec): 3 clusters
  Score: Raw -7506142.329609 + Penalty 5377.520193 = -7500764.809416
  nChanged 26
		SP:Iteration 28Q (5581.360000 sec): 3 clusters
  Score: Raw -7506165.225027 + Penalty 5377.520193 = -7500787.704834
  nChanged 22
		SP:Iteration 29Q (5581.490000 sec): 3 clusters
  Score: Raw -7506184.630316 + Penalty 5377.520193 = -7500807.110123
  nChanged 19
		SP:Iteration 30Q (5581.620000 sec): 3 clusters
  Score: Raw -7506199.835281 + Penalty 5377.520193 = -7500822.315088
  nChanged 16
		SP:Iteration 31Q (5581.750000 sec): 3 clusters
  Score: Raw -7506212.922408 + Penalty 5377.520193 = -7500835.402215
  nChanged 8
		SP:Iteration 32Q (5581.870000 sec): 3 clusters
  Score: Raw -7506222.425650 + Penalty 5377.520193 = -7500844.905457
  nChanged 8
		SP:Iteration 33Q (5582.000000 sec): 3 clusters
  Score: Raw -7506229.376168 + Penalty 5377.520193 = -7500851.855975
  nChanged 4
		SP:Iteration 34Q (5582.130000 sec): 3 clusters
  Score: Raw -7506233.897479 + Penalty 5377.520193 = -7500856.377286
  nChanged 3
		SP:Iteration 35Q (5582.260000 sec): 3 clusters
  Score: Raw -7506238.348181 + Penalty 5377.520193 = -7500860.827988
  nChanged 4
		SP:Iteration 36Q (5582.390000 sec): 3 clusters
  Score: Raw -7506242.740484 + Penalty 5377.520193 = -7500865.220291
  nChanged 5
		SP:Iteration 37Q (5582.510000 sec): 3 clusters
  Score: Raw -7506246.827807 + Penalty 5377.520193 = -7500869.307614
  nChanged 5
		SP:Iteration 38Q (5582.650000 sec): 3 clusters
  Score: Raw -7506251.375368 + Penalty 5377.520193 = -7500873.855175
  nChanged 4
		SP:Iteration 39Q (5582.770000 sec): 3 clusters
  Score: Raw -7506255.422825 + Penalty 5377.520193 = -7500877.902632
  nChanged 2
		SP:Iteration 40F (5582.960000 sec): 3 clusters
  Score: Raw -7506257.038903 + Penalty 5377.520193 = -7500879.518710
  nChanged 2
		SP:Iteration 41Q (5583.090000 sec): 3 clusters
  Score: Raw -7506258.158513 + Penalty 5377.520193 = -7500880.638321
  nChanged 0
		SP:Iteration 42F (5583.270000 sec): 3 clusters
  Score: Raw -7506258.158513 + Penalty 5377.520193 = -7500880.638321
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5583.300000 sec): 2 clusters
  Score: Raw -61642.359494 + Penalty 1516.193181 = -60126.166314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5583.300000 sec): 3 clusters
  Score: Raw -61871.875936 + Penalty 3032.386361 = -58839.489575
  nChanged 90
		SP:Iteration 1F (5583.300000 sec): 3 clusters
  Score: Raw -62117.089762 + Penalty 3032.386361 = -59084.703401
  nChanged 40
		SP:Iteration 2F (5583.300000 sec): 3 clusters
  Score: Raw -62285.622146 + Penalty 3032.386361 = -59253.235785
  nChanged 37
		SP:Iteration 3F (5583.310000 sec): 3 clusters
  Score: Raw -62559.193188 + Penalty 3032.386361 = -59526.806827
  nChanged 30
		SP:Iteration 4F (5583.310000 sec): 3 clusters
  Score: Raw -62774.169856 + Penalty 3032.386361 = -59741.783495
  nChanged 25
		SP:Iteration 5F (5583.310000 sec): 3 clusters
  Score: Raw -63077.791348 + Penalty 3032.386361 = -60045.404987
  nChanged 22
		SP:Iteration 6Q (5583.310000 sec): 3 clusters
  Score: Raw -63295.356317 + Penalty 3032.386361 = -60262.969956
  nChanged 10
		SP:Iteration 7Q (5583.310000 sec): 3 clusters
  Score: Raw -63376.622799 + Penalty 3032.386361 = -60344.236438
  nChanged 5
		SP:Iteration 8Q (5583.310000 sec): 3 clusters
  Score: Raw -63407.272227 + Penalty 3032.386361 = -60374.885866
  nChanged 3
		SP:Iteration 9Q (5583.310000 sec): 3 clusters
  Score: Raw -63436.236551 + Penalty 3032.386361 = -60403.850190
  nChanged 4
		SP:Iteration 10Q (5583.310000 sec): 3 clusters
  Score: Raw -63458.405934 + Penalty 3032.386361 = -60426.019573
  nChanged 1
		SP:Iteration 11Q (5583.310000 sec): 3 clusters
  Score: Raw -63464.777568 + Penalty 3032.386361 = -60432.391207
  nChanged 0
		SP:Iteration 12F (5583.320000 sec): 3 clusters
  Score: Raw -63464.777568 + Penalty 3032.386361 = -60432.391207
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 36.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5583.320000 sec): 2 clusters
  Score: Raw -68373.416664 + Penalty 1528.502071 = -66844.914592
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5583.330000 sec): 3 clusters
  Score: Raw -68397.494779 + Penalty 3057.004143 = -65340.490637
  nChanged 84
		SP:Iteration 1F (5583.330000 sec): 3 clusters
  Score: Raw -68577.554544 + Penalty 3057.004143 = -65520.550401
  nChanged 11
		SP:Iteration 2Q (5583.330000 sec): 3 clusters
  Score: Raw -68600.004070 + Penalty 3057.004143 = -65542.999927
  nChanged 9
		SP:Iteration 3Q (5583.330000 sec): 3 clusters
  Score: Raw -68620.294728 + Penalty 3057.004143 = -65563.290585
  nChanged 4
		SP:Iteration 4Q (5583.330000 sec): 3 clusters
  Score: Raw -68628.885049 + Penalty 3057.004143 = -65571.880906
  nChanged 6
		SP:Iteration 5Q (5583.330000 sec): 3 clusters
  Score: Raw -68642.949135 + Penalty 3057.004143 = -65585.944993
  nChanged 4
		SP:Iteration 6Q (5583.330000 sec): 3 clusters
  Score: Raw -68648.449046 + Penalty 3057.004143 = -65591.444903
  nChanged 2
		SP:Iteration 7Q (5583.340000 sec): 3 clusters
  Score: Raw -68652.812008 + Penalty 3057.004143 = -65595.807865
  nChanged 6
		SP:Iteration 8Q (5583.340000 sec): 3 clusters
  Score: Raw -68666.193177 + Penalty 3057.004143 = -65609.189034
  nChanged 2
		SP:Iteration 9Q (5583.340000 sec): 3 clusters
  Score: Raw -68671.077961 + Penalty 3057.004143 = -65614.073818
  nChanged 1
		SP:Iteration 10Q (5583.340000 sec): 3 clusters
  Score: Raw -68673.403471 + Penalty 3057.004143 = -65616.399328
  nChanged 1
		SP:Iteration 11Q (5583.340000 sec): 3 clusters
  Score: Raw -68675.758332 + Penalty 3057.004143 = -65618.754189
  nChanged 1
		SP:Iteration 12Q (5583.350000 sec): 3 clusters
  Score: Raw -68677.854628 + Penalty 3057.004143 = -65620.850485
  nChanged 0
		SP:Iteration 13F (5583.350000 sec): 3 clusters
  Score: Raw -68677.854628 + Penalty 3057.004143 = -65620.850485
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (269310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5584.230000 sec): 2 clusters
  Score: Raw -39852363.477036 + Penalty 3100.897366 = -39849262.579670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5585.240000 sec): 3 clusters
  Score: Raw -39673833.049547 + Penalty 6201.794732 = -39667631.254815
  nChanged 130432
		SP:Iteration 1F (5586.230000 sec): 3 clusters
  Score: Raw -39750989.861141 + Penalty 6201.794732 = -39744788.066409
  nChanged 6418
		SP:Iteration 2Q (5587.250000 sec): 3 clusters
  Score: Raw -39752197.875728 + Penalty 6201.794732 = -39745996.080996
  nChanged 6875
		SP:Iteration 3Q (5588.270000 sec): 3 clusters
  Score: Raw -39753816.327572 + Penalty 6201.794732 = -39747614.532840
  nChanged 8428
		SP:Iteration 4Q (5589.290000 sec): 3 clusters
  Score: Raw -39756509.607012 + Penalty 6201.794732 = -39750307.812280
  nChanged 11183
		SP:Iteration 5Q (5590.310000 sec): 3 clusters
  Score: Raw -39761523.814849 + Penalty 6201.794732 = -39755322.020117
  nChanged 16114
		SP:Iteration 6F (5591.300000 sec): 3 clusters
  Score: Raw -39771393.119737 + Penalty 6201.794732 = -39765191.325005
  nChanged 21819
		SP:Iteration 7F (5592.290000 sec): 3 clusters
  Score: Raw -39788651.010560 + Penalty 6201.794732 = -39782449.215828
  nChanged 25176
		SP:Iteration 8F (5593.280000 sec): 3 clusters
  Score: Raw -39812176.468335 + Penalty 6201.794732 = -39805974.673603
  nChanged 22025
		SP:Iteration 9F (5594.270000 sec): 3 clusters
  Score: Raw -39834054.649852 + Penalty 6201.794732 = -39827852.855120
  nChanged 12854
		SP:Iteration 10Q (5595.170000 sec): 3 clusters
  Score: Raw -39846452.121233 + Penalty 6201.794732 = -39840250.326501
  nChanged 4868
		SP:Iteration 11Q (5595.970000 sec): 3 clusters
  Score: Raw -39850848.298035 + Penalty 6201.794732 = -39844646.503303
  nChanged 1301
		SP:Iteration 12Q (5596.690000 sec): 3 clusters
  Score: Raw -39852034.920294 + Penalty 6201.794732 = -39845833.125562
  nChanged 351
		SP:Iteration 13Q (5597.390000 sec): 3 clusters
  Score: Raw -39852416.354247 + Penalty 6201.794732 = -39846214.559515
  nChanged 101
		SP:Iteration 14Q (5598.070000 sec): 3 clusters
  Score: Raw -39852549.281097 + Penalty 6201.794732 = -39846347.486365
  nChanged 42
		SP:Iteration 15Q (5598.750000 sec): 3 clusters
  Score: Raw -39852601.392905 + Penalty 6201.794732 = -39846399.598173
  nChanged 17
		SP:Iteration 16Q (5599.430000 sec): 3 clusters
  Score: Raw -39852627.721655 + Penalty 6201.794732 = -39846425.926923
  nChanged 10
		SP:Iteration 17Q (5600.110000 sec): 3 clusters
  Score: Raw -39852644.015816 + Penalty 6201.794732 = -39846442.221084
  nChanged 10
		SP:Iteration 18Q (5600.790000 sec): 3 clusters
  Score: Raw -39852658.888820 + Penalty 6201.794732 = -39846457.094088
  nChanged 9
		SP:Iteration 19Q (5601.470000 sec): 3 clusters
  Score: Raw -39852675.060864 + Penalty 6201.794732 = -39846473.266132
  nChanged 8
		SP:Iteration 20F (5602.440000 sec): 3 clusters
  Score: Raw -39852685.867242 + Penalty 6201.794732 = -39846484.072510
  nChanged 3
		SP:Iteration 21Q (5603.110000 sec): 3 clusters
  Score: Raw -39852692.465577 + Penalty 6201.794732 = -39846490.670845
  nChanged 4
		SP:Iteration 22Q (5603.790000 sec): 3 clusters
  Score: Raw -39852697.867701 + Penalty 6201.794732 = -39846496.072969
  nChanged 2
		SP:Iteration 23Q (5604.460000 sec): 3 clusters
  Score: Raw -39852702.129885 + Penalty 6201.794732 = -39846500.335153
  nChanged 2
		SP:Iteration 24Q (5605.130000 sec): 3 clusters
  Score: Raw -39852704.970302 + Penalty 6201.794732 = -39846503.175570
  nChanged 1
		SP:Iteration 25Q (5605.810000 sec): 3 clusters
  Score: Raw -39852705.606427 + Penalty 6201.794732 = -39846503.811695
  nChanged 0
		SP:Iteration 26F (5606.780000 sec): 3 clusters
  Score: Raw -39852705.606427 + Penalty 6201.794732 = -39846503.811695
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5606.980000 sec): 2 clusters
  Score: Raw -5128971.374178 + Penalty 2584.393408 = -5126386.980770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5607.100000 sec): 3 clusters
  Score: Raw -5108545.873969 + Penalty 5168.786817 = -5103377.087153
  nChanged 15321
		SP:Iteration 1F (5607.220000 sec): 3 clusters
  Score: Raw -5116862.059016 + Penalty 5168.786817 = -5111693.272200
  nChanged 1437
		SP:Iteration 2Q (5607.350000 sec): 3 clusters
  Score: Raw -5117250.592884 + Penalty 5168.786817 = -5112081.806067
  nChanged 1281
		SP:Iteration 3Q (5607.480000 sec): 3 clusters
  Score: Raw -5117565.915115 + Penalty 5168.786817 = -5112397.128298
  nChanged 1049
		SP:Iteration 4Q (5607.600000 sec): 3 clusters
  Score: Raw -5117821.075871 + Penalty 5168.786817 = -5112652.289054
  nChanged 969
		SP:Iteration 5Q (5607.730000 sec): 3 clusters
  Score: Raw -5118054.251192 + Penalty 5168.786817 = -5112885.464375
  nChanged 922
		SP:Iteration 6Q (5607.850000 sec): 3 clusters
  Score: Raw -5118281.325753 + Penalty 5168.786817 = -5113112.538937
  nChanged 930
		SP:Iteration 7Q (5607.980000 sec): 3 clusters
  Score: Raw -5118546.475683 + Penalty 5168.786817 = -5113377.688867
  nChanged 991
		SP:Iteration 8Q (5608.100000 sec): 3 clusters
  Score: Raw -5118832.981255 + Penalty 5168.786817 = -5113664.194439
  nChanged 1101
		SP:Iteration 9Q (5608.230000 sec): 3 clusters
  Score: Raw -5119219.705026 + Penalty 5168.786817 = -5114050.918209
  nChanged 1267
		SP:Iteration 10Q (5608.360000 sec): 3 clusters
  Score: Raw -5119795.250292 + Penalty 5168.786817 = -5114626.463475
  nChanged 1526
		SP:Iteration 11Q (5608.480000 sec): 3 clusters
  Score: Raw -5120631.877847 + Penalty 5168.786817 = -5115463.091030
  nChanged 1737
		SP:Iteration 12F (5608.600000 sec): 3 clusters
  Score: Raw -5121779.332846 + Penalty 5168.786817 = -5116610.546029
  nChanged 1900
		SP:Iteration 13F (5608.730000 sec): 3 clusters
  Score: Raw -5123204.895894 + Penalty 5168.786817 = -5118036.109077
  nChanged 1932
		SP:Iteration 14F (5608.850000 sec): 3 clusters
  Score: Raw -5124653.022472 + Penalty 5168.786817 = -5119484.235655
  nChanged 1589
		SP:Iteration 15Q (5608.970000 sec): 3 clusters
  Score: Raw -5125633.248875 + Penalty 5168.786817 = -5120464.462058
  nChanged 1130
		SP:Iteration 16Q (5609.090000 sec): 3 clusters
  Score: Raw -5126125.921545 + Penalty 5168.786817 = -5120957.134728
  nChanged 682
		SP:Iteration 17Q (5609.210000 sec): 3 clusters
  Score: Raw -5126375.521757 + Penalty 5168.786817 = -5121206.734940
  nChanged 535
		SP:Iteration 18Q (5609.320000 sec): 3 clusters
  Score: Raw -5126575.981066 + Penalty 5168.786817 = -5121407.194250
  nChanged 469
		SP:Iteration 19Q (5609.440000 sec): 3 clusters
  Score: Raw -5126750.173777 + Penalty 5168.786817 = -5121581.386961
  nChanged 471
		SP:Iteration 20F (5609.560000 sec): 3 clusters
  Score: Raw -5126926.108135 + Penalty 5168.786817 = -5121757.321318
  nChanged 469
		SP:Iteration 21Q (5609.680000 sec): 3 clusters
  Score: Raw -5127098.424584 + Penalty 5168.786817 = -5121929.637767
  nChanged 480
		SP:Iteration 22Q (5609.790000 sec): 3 clusters
  Score: Raw -5127290.686073 + Penalty 5168.786817 = -5122121.899256
  nChanged 483
		SP:Iteration 23Q (5609.900000 sec): 3 clusters
  Score: Raw -5127495.264968 + Penalty 5168.786817 = -5122326.478151
  nChanged 449
		SP:Iteration 24Q (5610.010000 sec): 3 clusters
  Score: Raw -5127671.771696 + Penalty 5168.786817 = -5122502.984879
  nChanged 386
		SP:Iteration 25Q (5610.120000 sec): 3 clusters
  Score: Raw -5127809.778813 + Penalty 5168.786817 = -5122640.991996
  nChanged 341
		SP:Iteration 26Q (5610.220000 sec): 3 clusters
  Score: Raw -5127926.546439 + Penalty 5168.786817 = -5122757.759622
  nChanged 337
		SP:Iteration 27Q (5610.330000 sec): 3 clusters
  Score: Raw -5128048.472679 + Penalty 5168.786817 = -5122879.685862
  nChanged 300
		SP:Iteration 28Q (5610.440000 sec): 3 clusters
  Score: Raw -5128158.286113 + Penalty 5168.786817 = -5122989.499296
  nChanged 263
		SP:Iteration 29Q (5610.540000 sec): 3 clusters
  Score: Raw -5128248.931238 + Penalty 5168.786817 = -5123080.144422
  nChanged 261
		SP:Iteration 30Q (5610.640000 sec): 3 clusters
  Score: Raw -5128334.598835 + Penalty 5168.786817 = -5123165.812018
  nChanged 233
		SP:Iteration 31Q (5610.740000 sec): 3 clusters
  Score: Raw -5128412.682325 + Penalty 5168.786817 = -5123243.895508
  nChanged 227
		SP:Iteration 32Q (5610.850000 sec): 3 clusters
  Score: Raw -5128480.872673 + Penalty 5168.786817 = -5123312.085856
  nChanged 203
		SP:Iteration 33Q (5610.950000 sec): 3 clusters
  Score: Raw -5128541.834415 + Penalty 5168.786817 = -5123373.047598
  nChanged 198
		SP:Iteration 34Q (5611.050000 sec): 3 clusters
  Score: Raw -5128600.623598 + Penalty 5168.786817 = -5123431.836781
  nChanged 154
		SP:Iteration 35Q (5611.150000 sec): 3 clusters
  Score: Raw -5128642.170603 + Penalty 5168.786817 = -5123473.383787
  nChanged 128
		SP:Iteration 36Q (5611.240000 sec): 3 clusters
  Score: Raw -5128670.731004 + Penalty 5168.786817 = -5123501.944187
  nChanged 105
		SP:Iteration 37Q (5611.340000 sec): 3 clusters
  Score: Raw -5128694.940298 + Penalty 5168.786817 = -5123526.153482
  nChanged 85
		SP:Iteration 38Q (5611.440000 sec): 3 clusters
  Score: Raw -5128715.471622 + Penalty 5168.786817 = -5123546.684805
  nChanged 82
		SP:Iteration 39Q (5611.540000 sec): 3 clusters
  Score: Raw -5128735.793417 + Penalty 5168.786817 = -5123567.006601
  nChanged 81
		SP:Iteration 40F (5611.660000 sec): 3 clusters
  Score: Raw -5128754.652550 + Penalty 5168.786817 = -5123585.865733
  nChanged 78
		SP:Iteration 41Q (5611.760000 sec): 3 clusters
  Score: Raw -5128770.552584 + Penalty 5168.786817 = -5123601.765768
  nChanged 72
		SP:Iteration 42Q (5611.860000 sec): 3 clusters
  Score: Raw -5128786.312093 + Penalty 5168.786817 = -5123617.525276
  nChanged 62
		SP:Iteration 43Q (5611.950000 sec): 3 clusters
  Score: Raw -5128798.964912 + Penalty 5168.786817 = -5123630.178096
  nChanged 56
		SP:Iteration 44Q (5612.050000 sec): 3 clusters
  Score: Raw -5128811.345697 + Penalty 5168.786817 = -5123642.558880
  nChanged 58
		SP:Iteration 45Q (5612.140000 sec): 3 clusters
  Score: Raw -5128824.119482 + Penalty 5168.786817 = -5123655.332665
  nChanged 55
		SP:Iteration 46Q (5612.240000 sec): 3 clusters
  Score: Raw -5128836.226061 + Penalty 5168.786817 = -5123667.439244
  nChanged 47
		SP:Iteration 47Q (5612.340000 sec): 3 clusters
  Score: Raw -5128845.753863 + Penalty 5168.786817 = -5123676.967046
  nChanged 46
		SP:Iteration 48Q (5612.430000 sec): 3 clusters
  Score: Raw -5128855.507034 + Penalty 5168.786817 = -5123686.720217
  nChanged 51
		SP:Iteration 49Q (5612.520000 sec): 3 clusters
  Score: Raw -5128870.051745 + Penalty 5168.786817 = -5123701.264928
  nChanged 62
		SP:Iteration 50Q (5612.620000 sec): 3 clusters
  Score: Raw -5128887.041077 + Penalty 5168.786817 = -5123718.254260
  nChanged 50
		SP:Iteration 51Q (5612.720000 sec): 3 clusters
  Score: Raw -5128900.853855 + Penalty 5168.786817 = -5123732.067038
  nChanged 52
		SP:Iteration 52Q (5612.810000 sec): 3 clusters
  Score: Raw -5128915.107206 + Penalty 5168.786817 = -5123746.320390
  nChanged 51
		SP:Iteration 53Q (5612.900000 sec): 3 clusters
  Score: Raw -5128930.233974 + Penalty 5168.786817 = -5123761.447157
  nChanged 54
		SP:Iteration 54Q (5613.000000 sec): 3 clusters
  Score: Raw -5128943.908276 + Penalty 5168.786817 = -5123775.121459
  nChanged 43
		SP:Iteration 55Q (5613.090000 sec): 3 clusters
  Score: Raw -5128954.109220 + Penalty 5168.786817 = -5123785.322404
  nChanged 40
		SP:Iteration 56Q (5613.190000 sec): 3 clusters
  Score: Raw -5128963.130598 + Penalty 5168.786817 = -5123794.343782
  nChanged 36
		SP:Iteration 57Q (5613.280000 sec): 3 clusters
  Score: Raw -5128970.785806 + Penalty 5168.786817 = -5123801.998990
  nChanged 39
		SP:Iteration 58Q (5613.380000 sec): 3 clusters
  Score: Raw -5128981.223856 + Penalty 5168.786817 = -5123812.437039
  nChanged 46
		SP:Iteration 59Q (5613.480000 sec): 3 clusters
  Score: Raw -5128992.813696 + Penalty 5168.786817 = -5123824.026879
  nChanged 37
		SP:Iteration 60F (5613.600000 sec): 3 clusters
  Score: Raw -5129002.249753 + Penalty 5168.786817 = -5123833.462936
  nChanged 32
		SP:Iteration 61Q (5613.700000 sec): 3 clusters
  Score: Raw -5129009.639555 + Penalty 5168.786817 = -5123840.852738
  nChanged 33
		SP:Iteration 62Q (5613.790000 sec): 3 clusters
  Score: Raw -5129017.714934 + Penalty 5168.786817 = -5123848.928118
  nChanged 27
		SP:Iteration 63Q (5613.880000 sec): 3 clusters
  Score: Raw -5129025.127107 + Penalty 5168.786817 = -5123856.340290
  nChanged 27
		SP:Iteration 64Q (5613.980000 sec): 3 clusters
  Score: Raw -5129032.044065 + Penalty 5168.786817 = -5123863.257248
  nChanged 20
		SP:Iteration 65Q (5614.070000 sec): 3 clusters
  Score: Raw -5129036.828119 + Penalty 5168.786817 = -5123868.041303
  nChanged 20
		SP:Iteration 66Q (5614.160000 sec): 3 clusters
  Score: Raw -5129042.986118 + Penalty 5168.786817 = -5123874.199301
  nChanged 17
		SP:Iteration 67Q (5614.260000 sec): 3 clusters
  Score: Raw -5129047.777414 + Penalty 5168.786817 = -5123878.990597
  nChanged 18
		SP:Iteration 68Q (5614.350000 sec): 3 clusters
  Score: Raw -5129052.399600 + Penalty 5168.786817 = -5123883.612783
  nChanged 20
		SP:Iteration 69Q (5614.440000 sec): 3 clusters
  Score: Raw -5129056.390195 + Penalty 5168.786817 = -5123887.603378
  nChanged 17
		SP:Iteration 70Q (5614.540000 sec): 3 clusters
  Score: Raw -5129060.683616 + Penalty 5168.786817 = -5123891.896799
  nChanged 12
		SP:Iteration 71Q (5614.630000 sec): 3 clusters
  Score: Raw -5129062.953155 + Penalty 5168.786817 = -5123894.166339
  nChanged 11
		SP:Iteration 72Q (5614.720000 sec): 3 clusters
  Score: Raw -5129065.311358 + Penalty 5168.786817 = -5123896.524541
  nChanged 13
		SP:Iteration 73Q (5614.810000 sec): 3 clusters
  Score: Raw -5129068.330786 + Penalty 5168.786817 = -5123899.543970
  nChanged 14
		SP:Iteration 74Q (5614.900000 sec): 3 clusters
  Score: Raw -5129072.439339 + Penalty 5168.786817 = -5123903.652522
  nChanged 17
		SP:Iteration 75Q (5615.000000 sec): 3 clusters
  Score: Raw -5129076.593760 + Penalty 5168.786817 = -5123907.806944
  nChanged 19
		SP:Iteration 76Q (5615.090000 sec): 3 clusters
  Score: Raw -5129081.430609 + Penalty 5168.786817 = -5123912.643792
  nChanged 17
		SP:Iteration 77Q (5615.180000 sec): 3 clusters
  Score: Raw -5129087.580710 + Penalty 5168.786817 = -5123918.793893
  nChanged 23
		SP:Iteration 78Q (5615.270000 sec): 3 clusters
  Score: Raw -5129094.479121 + Penalty 5168.786817 = -5123925.692304
  nChanged 22
		SP:Iteration 79Q (5615.360000 sec): 3 clusters
  Score: Raw -5129101.110520 + Penalty 5168.786817 = -5123932.323703
  nChanged 21
		SP:Iteration 80F (5615.480000 sec): 3 clusters
  Score: Raw -5129107.090810 + Penalty 5168.786817 = -5123938.303993
  nChanged 24
		SP:Iteration 81Q (5615.580000 sec): 3 clusters
  Score: Raw -5129113.681283 + Penalty 5168.786817 = -5123944.894466
  nChanged 23
		SP:Iteration 82Q (5615.670000 sec): 3 clusters
  Score: Raw -5129118.997422 + Penalty 5168.786817 = -5123950.210605
  nChanged 21
		SP:Iteration 83Q (5615.760000 sec): 3 clusters
  Score: Raw -5129125.088508 + Penalty 5168.786817 = -5123956.301691
  nChanged 23
		SP:Iteration 84Q (5615.850000 sec): 3 clusters
  Score: Raw -5129131.481135 + Penalty 5168.786817 = -5123962.694319
  nChanged 25
		SP:Iteration 85Q (5615.940000 sec): 3 clusters
  Score: Raw -5129139.872721 + Penalty 5168.786817 = -5123971.085905
  nChanged 32
		SP:Iteration 86Q (5616.030000 sec): 3 clusters
  Score: Raw -5129148.743773 + Penalty 5168.786817 = -5123979.956956
  nChanged 19
		SP:Iteration 87Q (5616.120000 sec): 3 clusters
  Score: Raw -5129154.222996 + Penalty 5168.786817 = -5123985.436179
  nChanged 19
		SP:Iteration 88Q (5616.210000 sec): 3 clusters
  Score: Raw -5129158.960477 + Penalty 5168.786817 = -5123990.173661
  nChanged 15
		SP:Iteration 89Q (5616.300000 sec): 3 clusters
  Score: Raw -5129163.565020 + Penalty 5168.786817 = -5123994.778204
  nChanged 12
		SP:Iteration 90Q (5616.400000 sec): 3 clusters
  Score: Raw -5129167.745857 + Penalty 5168.786817 = -5123998.959040
  nChanged 14
		SP:Iteration 91Q (5616.480000 sec): 3 clusters
  Score: Raw -5129172.563398 + Penalty 5168.786817 = -5124003.776581
  nChanged 9
		SP:Iteration 92Q (5616.580000 sec): 3 clusters
  Score: Raw -5129174.633053 + Penalty 5168.786817 = -5124005.846236
  nChanged 6
		SP:Iteration 93Q (5616.660000 sec): 3 clusters
  Score: Raw -5129176.150507 + Penalty 5168.786817 = -5124007.363690
  nChanged 7
		SP:Iteration 94Q (5616.760000 sec): 3 clusters
  Score: Raw -5129177.394184 + Penalty 5168.786817 = -5124008.607367
  nChanged 5
		SP:Iteration 95Q (5616.840000 sec): 3 clusters
  Score: Raw -5129178.366276 + Penalty 5168.786817 = -5124009.579459
  nChanged 5
		SP:Iteration 96Q (5616.940000 sec): 3 clusters
  Score: Raw -5129179.841483 + Penalty 5168.786817 = -5124011.054666
  nChanged 7
		SP:Iteration 97Q (5617.030000 sec): 3 clusters
  Score: Raw -5129181.426553 + Penalty 5168.786817 = -5124012.639736
  nChanged 11
		SP:Iteration 98Q (5617.120000 sec): 3 clusters
  Score: Raw -5129185.938488 + Penalty 5168.786817 = -5124017.151671
  nChanged 9
		SP:Iteration 99Q (5617.210000 sec): 3 clusters
  Score: Raw -5129188.778366 + Penalty 5168.786817 = -5124019.991549
  nChanged 2
		SP:Iteration 100F (5617.330000 sec): 3 clusters
  Score: Raw -5129189.311006 + Penalty 5168.786817 = -5124020.524189
  nChanged 1
		SP:Iteration 101Q (5617.420000 sec): 3 clusters
  Score: Raw -5129189.699534 + Penalty 5168.786817 = -5124020.912717
  nChanged 1
		SP:Iteration 102Q (5617.510000 sec): 3 clusters
  Score: Raw -5129189.890010 + Penalty 5168.786817 = -5124021.103193
  nChanged 2
		SP:Iteration 103Q (5617.600000 sec): 3 clusters
  Score: Raw -5129190.243754 + Penalty 5168.786817 = -5124021.456938
  nChanged 4
		SP:Iteration 104Q (5617.690000 sec): 3 clusters
  Score: Raw -5129191.118388 + Penalty 5168.786817 = -5124022.331571
  nChanged 4
		SP:Iteration 105Q (5617.780000 sec): 3 clusters
  Score: Raw -5129192.444066 + Penalty 5168.786817 = -5124023.657249
  nChanged 2
		SP:Iteration 106Q (5617.870000 sec): 3 clusters
  Score: Raw -5129192.905006 + Penalty 5168.786817 = -5124024.118189
  nChanged 1
		SP:Iteration 107Q (5617.960000 sec): 3 clusters
  Score: Raw -5129193.003048 + Penalty 5168.786817 = -5124024.216232
  nChanged 0
		SP:Iteration 108F (5618.080000 sec): 3 clusters
  Score: Raw -5129193.003048 + Penalty 5168.786817 = -5124024.216232
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.100000 sec): 2 clusters
  Score: Raw -138455.464072 + Penalty 1727.105632 = -136728.358440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.100000 sec): 3 clusters
  Score: Raw -138228.729508 + Penalty 3454.211264 = -134774.518245
  nChanged 291
		SP:Iteration 1F (5618.110000 sec): 3 clusters
  Score: Raw -138607.499087 + Penalty 3454.211264 = -135153.287824
  nChanged 70
		SP:Iteration 2F (5618.110000 sec): 3 clusters
  Score: Raw -138712.302368 + Penalty 3454.211264 = -135258.091104
  nChanged 37
		SP:Iteration 3Q (5618.120000 sec): 3 clusters
  Score: Raw -138764.588917 + Penalty 3454.211264 = -135310.377653
  nChanged 23
		SP:Iteration 4Q (5618.120000 sec): 3 clusters
  Score: Raw -138798.370495 + Penalty 3454.211264 = -135344.159232
  nChanged 14
		SP:Iteration 5Q (5618.120000 sec): 3 clusters
  Score: Raw -138816.957664 + Penalty 3454.211264 = -135362.746400
  nChanged 11
		SP:Iteration 6Q (5618.130000 sec): 3 clusters
  Score: Raw -138832.759707 + Penalty 3454.211264 = -135378.548443
  nChanged 16
		SP:Iteration 7Q (5618.130000 sec): 3 clusters
  Score: Raw -138855.144155 + Penalty 3454.211264 = -135400.932891
  nChanged 6
		SP:Iteration 8Q (5618.130000 sec): 3 clusters
  Score: Raw -138860.524383 + Penalty 3454.211264 = -135406.313119
  nChanged 1
		SP:Iteration 9Q (5618.140000 sec): 3 clusters
  Score: Raw -138863.130751 + Penalty 3454.211264 = -135408.919487
  nChanged 0
		SP:Iteration 10F (5618.140000 sec): 3 clusters
  Score: Raw -138863.130751 + Penalty 3454.211264 = -135408.919487
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.140000 sec): 2 clusters
  Score: Raw -31449.905486 + Penalty 1353.977208 = -30095.928279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.140000 sec): 3 clusters
  Score: Raw -31648.387104 + Penalty 2707.954415 = -28940.432689
  nChanged 17
		SP:Iteration 1F (5618.150000 sec): 3 clusters
  Score: Raw -31700.623306 + Penalty 2707.954415 = -28992.668891
  nChanged 5
		SP:Iteration 2Q (5618.150000 sec): 3 clusters
  Score: Raw -31717.503141 + Penalty 2707.954415 = -29009.548726
  nChanged 3
		SP:Iteration 3Q (5618.150000 sec): 3 clusters
  Score: Raw -31732.688885 + Penalty 2707.954415 = -29024.734470
  nChanged 2
		SP:Iteration 4Q (5618.150000 sec): 3 clusters
  Score: Raw -31739.944130 + Penalty 2707.954415 = -29031.989715
  nChanged 2
		SP:Iteration 5Q (5618.150000 sec): 3 clusters
  Score: Raw -31748.907977 + Penalty 2707.954415 = -29040.953562
  nChanged 4
		SP:Iteration 6Q (5618.150000 sec): 3 clusters
  Score: Raw -31756.654549 + Penalty 2707.954415 = -29048.700134
  nChanged 2
		SP:Iteration 7Q (5618.150000 sec): 3 clusters
  Score: Raw -31761.174084 + Penalty 2707.954415 = -29053.219669
  nChanged 0
		SP:Iteration 8F (5618.150000 sec): 3 clusters
  Score: Raw -31761.174084 + Penalty 2707.954415 = -29053.219669
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (1029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.160000 sec): 2 clusters
  Score: Raw -130575.113848 + Penalty 1720.212998 = -128854.900849
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.160000 sec): 3 clusters
  Score: Raw -130529.027842 + Penalty 3440.425997 = -127088.601845
  nChanged 291
		SP:Iteration 1F (5618.160000 sec): 3 clusters
  Score: Raw -131526.262491 + Penalty 3440.425997 = -128085.836494
  nChanged 114
		SP:Iteration 2F (5618.170000 sec): 3 clusters
  Score: Raw -131883.587331 + Penalty 3440.425997 = -128443.161334
  nChanged 58
		SP:Iteration 3F (5618.170000 sec): 3 clusters
  Score: Raw -132083.801309 + Penalty 3440.425997 = -128643.375312
  nChanged 33
		SP:Iteration 4Q (5618.180000 sec): 3 clusters
  Score: Raw -132171.254782 + Penalty 3440.425997 = -128730.828785
  nChanged 14
		SP:Iteration 5Q (5618.180000 sec): 3 clusters
  Score: Raw -132192.347106 + Penalty 3440.425997 = -128751.921109
  nChanged 13
		SP:Iteration 6Q (5618.180000 sec): 3 clusters
  Score: Raw -132213.102317 + Penalty 3440.425997 = -128772.676320
  nChanged 8
		SP:Iteration 7Q (5618.180000 sec): 3 clusters
  Score: Raw -132223.329378 + Penalty 3440.425997 = -128782.903382
  nChanged 3
		SP:Iteration 8Q (5618.190000 sec): 3 clusters
  Score: Raw -132228.293020 + Penalty 3440.425997 = -128787.867023
  nChanged 5
		SP:Iteration 9Q (5618.190000 sec): 3 clusters
  Score: Raw -132234.678257 + Penalty 3440.425997 = -128794.252260
  nChanged 7
		SP:Iteration 10Q (5618.200000 sec): 3 clusters
  Score: Raw -132243.688455 + Penalty 3440.425997 = -128803.262458
  nChanged 3
		SP:Iteration 11Q (5618.200000 sec): 3 clusters
  Score: Raw -132247.457214 + Penalty 3440.425997 = -128807.031217
  nChanged 4
		SP:Iteration 12Q (5618.200000 sec): 3 clusters
  Score: Raw -132253.042809 + Penalty 3440.425997 = -128812.616812
  nChanged 5
		SP:Iteration 13Q (5618.200000 sec): 3 clusters
  Score: Raw -132260.985275 + Penalty 3440.425997 = -128820.559278
  nChanged 6
		SP:Iteration 14Q (5618.210000 sec): 3 clusters
  Score: Raw -132275.012533 + Penalty 3440.425997 = -128834.586536
  nChanged 12
		SP:Iteration 15Q (5618.210000 sec): 3 clusters
  Score: Raw -132309.594793 + Penalty 3440.425997 = -128869.168796
  nChanged 11
		SP:Iteration 16Q (5618.220000 sec): 3 clusters
  Score: Raw -132335.359118 + Penalty 3440.425997 = -128894.933121
  nChanged 9
		SP:Iteration 17Q (5618.220000 sec): 3 clusters
  Score: Raw -132360.556407 + Penalty 3440.425997 = -128920.130410
  nChanged 8
		SP:Iteration 18Q (5618.220000 sec): 3 clusters
  Score: Raw -132371.182125 + Penalty 3440.425997 = -128930.756128
  nChanged 5
		SP:Iteration 19Q (5618.220000 sec): 3 clusters
  Score: Raw -132388.924237 + Penalty 3440.425997 = -128948.498240
  nChanged 4
		SP:Iteration 20F (5618.230000 sec): 3 clusters
  Score: Raw -132393.633702 + Penalty 3440.425997 = -128953.207705
  nChanged 2
		SP:Iteration 21Q (5618.230000 sec): 3 clusters
  Score: Raw -132395.368425 + Penalty 3440.425997 = -128954.942428
  nChanged 1
		SP:Iteration 22Q (5618.230000 sec): 3 clusters
  Score: Raw -132398.375607 + Penalty 3440.425997 = -128957.949610
  nChanged 3
		SP:Iteration 23Q (5618.240000 sec): 3 clusters
  Score: Raw -132401.956179 + Penalty 3440.425997 = -128961.530182
  nChanged 2
		SP:Iteration 24Q (5618.240000 sec): 3 clusters
  Score: Raw -132403.883102 + Penalty 3440.425997 = -128963.457105
  nChanged 0
		SP:Iteration 25F (5618.240000 sec): 3 clusters
  Score: Raw -132403.883102 + Penalty 3440.425997 = -128963.457105
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 37.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.250000 sec): 2 clusters
  Score: Raw -42097.806542 + Penalty 1496.799395 = -40601.007147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.250000 sec): 3 clusters
  Score: Raw -42471.434218 + Penalty 2993.598791 = -39477.835428
  nChanged 112
		SP:Iteration 1F (5618.250000 sec): 3 clusters
  Score: Raw -43314.257194 + Penalty 2993.598791 = -40320.658403
  nChanged 48
		SP:Iteration 2F (5618.260000 sec): 3 clusters
  Score: Raw -44073.072350 + Penalty 2993.598791 = -41079.473559
  nChanged 23
		SP:Iteration 3F (5618.260000 sec): 3 clusters
  Score: Raw -44477.779339 + Penalty 2993.598791 = -41484.180549
  nChanged 21
		SP:Iteration 4F (5618.260000 sec): 3 clusters
  Score: Raw -44983.647670 + Penalty 2993.598791 = -41990.048880
  nChanged 11
		SP:Iteration 5Q (5618.260000 sec): 3 clusters
  Score: Raw -45347.020993 + Penalty 2993.598791 = -42353.422203
  nChanged 2
		SP:Iteration 6Q (5618.260000 sec): 3 clusters
  Score: Raw -45386.111148 + Penalty 2993.598791 = -42392.512357
  nChanged 1
		SP:Iteration 7Q (5618.260000 sec): 3 clusters
  Score: Raw -45397.959542 + Penalty 2993.598791 = -42404.360751
  nChanged 1
		SP:Iteration 8Q (5618.260000 sec): 3 clusters
  Score: Raw -45439.469466 + Penalty 2993.598791 = -42445.870675
  nChanged 0
		SP:Iteration 9F (5618.260000 sec): 3 clusters
  Score: Raw -45439.469466 + Penalty 2993.598791 = -42445.870675
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 38.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.270000 sec): 2 clusters
  Score: Raw -35366.831667 + Penalty 1421.064746 = -33945.766920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.270000 sec): 3 clusters
  Score: Raw -35680.947370 + Penalty 2842.129492 = -32838.817878
  nChanged 55
		SP:Iteration 1F (5618.270000 sec): 3 clusters
  Score: Raw -36052.147418 + Penalty 2842.129492 = -33210.017926
  nChanged 19
		SP:Iteration 2F (5618.270000 sec): 3 clusters
  Score: Raw -36256.831414 + Penalty 2842.129492 = -33414.701922
  nChanged 10
		SP:Iteration 3Q (5618.280000 sec): 3 clusters
  Score: Raw -36384.292515 + Penalty 2842.129492 = -33542.163023
  nChanged 9
		SP:Iteration 4Q (5618.280000 sec): 3 clusters
  Score: Raw -36460.663984 + Penalty 2842.129492 = -33618.534492
  nChanged 8
		SP:Iteration 5Q (5618.280000 sec): 3 clusters
  Score: Raw -36595.902641 + Penalty 2842.129492 = -33753.773149
  nChanged 7
		SP:Iteration 6Q (5618.280000 sec): 3 clusters
  Score: Raw -36813.133023 + Penalty 2842.129492 = -33971.003531
  nChanged 5
		SP:Iteration 7Q (5618.280000 sec): 3 clusters
  Score: Raw -36827.633584 + Penalty 2842.129492 = -33985.504091
  nChanged 3
		SP:Iteration 8Q (5618.280000 sec): 3 clusters
  Score: Raw -36834.997096 + Penalty 2842.129492 = -33992.867603
  nChanged 4
		SP:Iteration 9Q (5618.280000 sec): 3 clusters
  Score: Raw -36849.431521 + Penalty 2842.129492 = -34007.302029
  nChanged 3
		SP:Iteration 10Q (5618.280000 sec): 3 clusters
  Score: Raw -36856.283194 + Penalty 2842.129492 = -34014.153701
  nChanged 2
		SP:Iteration 11Q (5618.280000 sec): 3 clusters
  Score: Raw -36864.674116 + Penalty 2842.129492 = -34022.544624
  nChanged 3
		SP:Iteration 12Q (5618.280000 sec): 3 clusters
  Score: Raw -36877.630413 + Penalty 2842.129492 = -34035.500920
  nChanged 3
		SP:Iteration 13Q (5618.280000 sec): 3 clusters
  Score: Raw -36893.476041 + Penalty 2842.129492 = -34051.346549
  nChanged 3
		SP:Iteration 14Q (5618.280000 sec): 3 clusters
  Score: Raw -36917.493352 + Penalty 2842.129492 = -34075.363860
  nChanged 1
		SP:Iteration 15Q (5618.280000 sec): 3 clusters
  Score: Raw -36922.654848 + Penalty 2842.129492 = -34080.525356
  nChanged 2
		SP:Iteration 16Q (5618.290000 sec): 3 clusters
  Score: Raw -36931.047958 + Penalty 2842.129492 = -34088.918466
  nChanged 3
		SP:Iteration 17Q (5618.290000 sec): 3 clusters
  Score: Raw -36942.633326 + Penalty 2842.129492 = -34100.503833
  nChanged 3
		SP:Iteration 18Q (5618.290000 sec): 3 clusters
  Score: Raw -36958.402883 + Penalty 2842.129492 = -34116.273390
  nChanged 3
		SP:Iteration 19Q (5618.290000 sec): 3 clusters
  Score: Raw -36983.016072 + Penalty 2842.129492 = -34140.886580
  nChanged 3
		SP:Iteration 20F (5618.290000 sec): 3 clusters
  Score: Raw -37005.112758 + Penalty 2842.129492 = -34162.983266
  nChanged 4
		SP:Iteration 21Q (5618.290000 sec): 3 clusters
  Score: Raw -37034.984735 + Penalty 2842.129492 = -34192.855242
  nChanged 4
		SP:Iteration 22Q (5618.290000 sec): 3 clusters
  Score: Raw -37074.571330 + Penalty 2842.129492 = -34232.441838
  nChanged 1
		SP:Iteration 23Q (5618.290000 sec): 3 clusters
  Score: Raw -37077.862013 + Penalty 2842.129492 = -34235.732521
  nChanged 0
		SP:Iteration 24F (5618.300000 sec): 3 clusters
  Score: Raw -37077.862013 + Penalty 2842.129492 = -34235.732521
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 39.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.300000 sec): 2 clusters
  Score: Raw -29539.068708 + Penalty 1335.354776 = -28203.713932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.300000 sec): 3 clusters
  Score: Raw -29757.630234 + Penalty 2670.709551 = -27086.920683
  nChanged 18
		SP:Iteration 1F (5618.300000 sec): 3 clusters
  Score: Raw -29843.023979 + Penalty 2670.709551 = -27172.314428
  nChanged 7
		SP:Iteration 2Q (5618.300000 sec): 3 clusters
  Score: Raw -29884.453039 + Penalty 2670.709551 = -27213.743488
  nChanged 2
		SP:Iteration 3Q (5618.300000 sec): 3 clusters
  Score: Raw -29893.609922 + Penalty 2670.709551 = -27222.900371
  nChanged 0
		SP:Iteration 4F (5618.300000 sec): 3 clusters
  Score: Raw -29893.609922 + Penalty 2670.709551 = -27222.900371
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.310000 sec): 2 clusters
  Score: Raw -121029.188219 + Penalty 1690.550498 = -119338.637721
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.310000 sec): 3 clusters
  Score: Raw -120938.099758 + Penalty 3381.100997 = -117556.998761
  nChanged 242
		SP:Iteration 1F (5618.320000 sec): 3 clusters
  Score: Raw -121397.996291 + Penalty 3381.100997 = -118016.895294
  nChanged 96
		SP:Iteration 2F (5618.320000 sec): 3 clusters
  Score: Raw -121739.422631 + Penalty 3381.100997 = -118358.321634
  nChanged 66
		SP:Iteration 3F (5618.320000 sec): 3 clusters
  Score: Raw -121950.271960 + Penalty 3381.100997 = -118569.170963
  nChanged 51
		SP:Iteration 4F (5618.330000 sec): 3 clusters
  Score: Raw -122169.805665 + Penalty 3381.100997 = -118788.704668
  nChanged 42
		SP:Iteration 5Q (5618.330000 sec): 3 clusters
  Score: Raw -122365.359410 + Penalty 3381.100997 = -118984.258413
  nChanged 46
		SP:Iteration 6F (5618.330000 sec): 3 clusters
  Score: Raw -122530.989030 + Penalty 3381.100997 = -119149.888033
  nChanged 34
		SP:Iteration 7Q (5618.340000 sec): 3 clusters
  Score: Raw -122659.962048 + Penalty 3381.100997 = -119278.861051
  nChanged 21
		SP:Iteration 8Q (5618.340000 sec): 3 clusters
  Score: Raw -122701.091474 + Penalty 3381.100997 = -119319.990477
  nChanged 13
		SP:Iteration 9Q (5618.340000 sec): 3 clusters
  Score: Raw -122726.888729 + Penalty 3381.100997 = -119345.787732
  nChanged 8
		SP:Iteration 10Q (5618.340000 sec): 3 clusters
  Score: Raw -122737.068853 + Penalty 3381.100997 = -119355.967856
  nChanged 6
		SP:Iteration 11Q (5618.340000 sec): 3 clusters
  Score: Raw -122745.660673 + Penalty 3381.100997 = -119364.559676
  nChanged 2
		SP:Iteration 12Q (5618.350000 sec): 3 clusters
  Score: Raw -122751.152334 + Penalty 3381.100997 = -119370.051337
  nChanged 3
		SP:Iteration 13Q (5618.350000 sec): 3 clusters
  Score: Raw -122755.168595 + Penalty 3381.100997 = -119374.067599
  nChanged 0
		SP:Iteration 14F (5618.360000 sec): 3 clusters
  Score: Raw -122755.168595 + Penalty 3381.100997 = -119374.067599
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 40.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (295 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.360000 sec): 2 clusters
  Score: Raw -22968.678499 + Penalty 1410.369888 = -21558.308610
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.360000 sec): 3 clusters
  Score: Raw -23323.185340 + Penalty 2820.739777 = -20502.445563
  nChanged 74
		SP:Iteration 1F (5618.360000 sec): 3 clusters
  Score: Raw -23708.502466 + Penalty 2820.739777 = -20887.762689
  nChanged 21
		SP:Iteration 2F (5618.360000 sec): 3 clusters
  Score: Raw -23864.668871 + Penalty 2820.739777 = -21043.929094
  nChanged 10
		SP:Iteration 3Q (5618.360000 sec): 3 clusters
  Score: Raw -23931.292702 + Penalty 2820.739777 = -21110.552925
  nChanged 10
		SP:Iteration 4Q (5618.360000 sec): 3 clusters
  Score: Raw -24068.465108 + Penalty 2820.739777 = -21247.725331
  nChanged 4
		SP:Iteration 5Q (5618.370000 sec): 3 clusters
  Score: Raw -24154.548560 + Penalty 2820.739777 = -21333.808783
  nChanged 4
		SP:Iteration 6Q (5618.370000 sec): 3 clusters
  Score: Raw -24166.552819 + Penalty 2820.739777 = -21345.813042
  nChanged 0
		SP:Iteration 7F (5618.370000 sec): 3 clusters
  Score: Raw -24166.552819 + Penalty 2820.739777 = -21345.813042
  nChanged 0
Deleting Class 39 (100 points): Lose 2910.825351 but Gain 3374.686117
Iteration 139Q (5629.300000 sec): 40 clusters
  Score: Raw -117634174.605018 + Penalty 131612.758575 = -117502561.846443
  nChanged 200
Iteration 140F (5671.560000 sec): 40 clusters
  Score: Raw -117636839.511470 + Penalty 131612.758575 = -117505226.752896
  nChanged 136
Iteration 141Q (5682.180000 sec): 40 clusters
  Score: Raw -117638027.944106 + Penalty 131612.758575 = -117506415.185532
  nChanged 109
Iteration 142Q (5692.890000 sec): 40 clusters
  Score: Raw -117638352.890949 + Penalty 131612.758575 = -117506740.132374
  nChanged 82
Iteration 143Q (5703.610000 sec): 40 clusters
  Score: Raw -117638570.855176 + Penalty 131612.758575 = -117506958.096601
  nChanged 56
Iteration 144Q (5714.330000 sec): 40 clusters
  Score: Raw -117638651.134813 + Penalty 131612.758575 = -117507038.376238
  nChanged 44
Iteration 145Q (5725.060000 sec): 40 clusters
  Score: Raw -117638662.588327 + Penalty 131612.758575 = -117507049.829752
  nChanged 50
Iteration 146Q (5735.780000 sec): 40 clusters
  Score: Raw -117638691.612082 + Penalty 131612.758575 = -117507078.853508
  nChanged 44
Iteration 147Q (5746.500000 sec): 40 clusters
  Score: Raw -117638812.279953 + Penalty 131612.758575 = -117507199.521379
  nChanged 46
Iteration 148Q (5757.220000 sec): 40 clusters
  Score: Raw -117639167.428547 + Penalty 131612.758575 = -117507554.669972
  nChanged 62
Iteration 149Q (5767.910000 sec): 40 clusters
  Score: Raw -117639648.518187 + Penalty 131612.758575 = -117508035.759612
  nChanged 93
Iteration 150Q (5778.610000 sec): 40 clusters
  Score: Raw -117639992.995996 + Penalty 131612.758575 = -117508380.237421
  nChanged 81
Iteration 151Q (5789.330000 sec): 40 clusters
  Score: Raw -117640136.263102 + Penalty 131612.758575 = -117508523.504527
  nChanged 37
Iteration 152Q (5800.090000 sec): 40 clusters
  Score: Raw -117640202.203347 + Penalty 131612.758575 = -117508589.444772
  nChanged 33
Iteration 153Q (5810.850000 sec): 40 clusters
  Score: Raw -117640215.002370 + Penalty 131612.758575 = -117508602.243795
  nChanged 20
Iteration 154Q (5821.610000 sec): 40 clusters
  Score: Raw -117640220.864948 + Penalty 131612.758575 = -117508608.106373
  nChanged 17
Iteration 155Q (5832.360000 sec): 40 clusters
  Score: Raw -117640223.380196 + Penalty 131612.758575 = -117508610.621621
  nChanged 11
Iteration 156Q (5843.100000 sec): 40 clusters
  Score: Raw -117640223.786047 + Penalty 131612.758575 = -117508611.027472
  nChanged 10
Iteration 157Q (5853.860000 sec): 40 clusters
  Score: Raw -117640224.063796 + Penalty 131612.758575 = -117508611.305221
  nChanged 10
Iteration 158Q (5864.640000 sec): 40 clusters
  Score: Raw -117640224.337963 + Penalty 131612.758575 = -117508611.579388
  nChanged 6
Iteration 159Q (5875.420000 sec): 40 clusters
  Score: Raw -117640224.479875 + Penalty 131612.758575 = -117508611.721301
  nChanged 3
Iteration 160F (5917.730000 sec): 40 clusters
  Score: Raw -117640514.316777 + Penalty 131612.758575 = -117508901.558203
  nChanged 74
Iteration 161Q (5928.530000 sec): 40 clusters
  Score: Raw -117640749.441349 + Penalty 131612.758575 = -117509136.682775
  nChanged 85
Iteration 162Q (5939.250000 sec): 40 clusters
  Score: Raw -117640866.934566 + Penalty 131612.758575 = -117509254.175991
  nChanged 62
Iteration 163Q (5949.980000 sec): 40 clusters
  Score: Raw -117640921.748344 + Penalty 131612.758575 = -117509308.989769
  nChanged 74
Iteration 164Q (5960.760000 sec): 40 clusters
  Score: Raw -117640943.146004 + Penalty 131612.758575 = -117509330.387429
  nChanged 62
Iteration 165Q (5971.570000 sec): 40 clusters
  Score: Raw -117640963.495135 + Penalty 131612.758575 = -117509350.736560
  nChanged 59
Iteration 166Q (5982.320000 sec): 40 clusters
  Score: Raw -117640966.816524 + Penalty 131612.758575 = -117509354.057949
  nChanged 59
Iteration 167Q (5993.050000 sec): 40 clusters
  Score: Raw -117640968.491235 + Penalty 131612.758575 = -117509355.732661
  nChanged 59
Iteration 168Q (6003.780000 sec): 40 clusters
  Score: Raw -117640969.821096 + Penalty 131612.758575 = -117509357.062521
  nChanged 49
Iteration 169Q (6014.520000 sec): 40 clusters
  Score: Raw -117640971.404943 + Penalty 131612.758575 = -117509358.646368
  nChanged 41
Iteration 170Q (6025.260000 sec): 40 clusters
  Score: Raw -117640972.539765 + Penalty 131612.758575 = -117509359.781190
  nChanged 37
Iteration 171Q (6036.010000 sec): 40 clusters
  Score: Raw -117640973.283781 + Penalty 131612.758575 = -117509360.525207
  nChanged 29
Iteration 172Q (6046.740000 sec): 40 clusters
  Score: Raw -117640973.823509 + Penalty 131612.758575 = -117509361.064934
  nChanged 24
Iteration 173Q (6057.490000 sec): 40 clusters
  Score: Raw -117640974.263961 + Penalty 131612.758575 = -117509361.505387
  nChanged 16
Iteration 174Q (6068.120000 sec): 40 clusters
  Score: Raw -117640974.482271 + Penalty 131612.758575 = -117509361.723697
  nChanged 7
Iteration 175Q (6078.840000 sec): 40 clusters
  Score: Raw -117640974.614666 + Penalty 131612.758575 = -117509361.856092
  nChanged 8
Iteration 176Q (6089.600000 sec): 40 clusters
  Score: Raw -117640974.772350 + Penalty 131612.758575 = -117509362.013776
  nChanged 11
Iteration 177Q (6100.270000 sec): 40 clusters
  Score: Raw -117640974.987046 + Penalty 131612.758575 = -117509362.228471
  nChanged 9
Iteration 178Q (6110.600000 sec): 40 clusters
  Score: Raw -117640975.151769 + Penalty 131612.758575 = -117509362.393195
  nChanged 11
Writing temp clu file 
Because OldScore, -117509362.228471, is greater than current (better) Score,-117509362.393195 
 Compute initial score before splitting:   Score: Raw -117640975.151769 + Penalty 131612.758575 = -117509362.393195
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6110.760000 sec): 2 clusters
  Score: Raw -1047910.549080 + Penalty 2200.793686 = -1045709.755393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6110.790000 sec): 3 clusters
  Score: Raw -1044260.896839 + Penalty 4401.587373 = -1039859.309466
  nChanged 2834
		SP:Iteration 1F (6110.810000 sec): 3 clusters
  Score: Raw -1045749.114167 + Penalty 4401.587373 = -1041347.526795
  nChanged 449
		SP:Iteration 2F (6110.830000 sec): 3 clusters
  Score: Raw -1045943.613135 + Penalty 4401.587373 = -1041542.025762
  nChanged 324
		SP:Iteration 3Q (6110.860000 sec): 3 clusters
  Score: Raw -1046082.108963 + Penalty 4401.587373 = -1041680.521590
  nChanged 236
		SP:Iteration 4Q (6110.890000 sec): 3 clusters
  Score: Raw -1046191.673146 + Penalty 4401.587373 = -1041790.085773
  nChanged 225
		SP:Iteration 5Q (6110.910000 sec): 3 clusters
  Score: Raw -1046301.534739 + Penalty 4401.587373 = -1041899.947367
  nChanged 206
		SP:Iteration 6Q (6110.940000 sec): 3 clusters
  Score: Raw -1046393.492067 + Penalty 4401.587373 = -1041991.904694
  nChanged 201
		SP:Iteration 7Q (6110.970000 sec): 3 clusters
  Score: Raw -1046484.900325 + Penalty 4401.587373 = -1042083.312952
  nChanged 189
		SP:Iteration 8Q (6110.990000 sec): 3 clusters
  Score: Raw -1046566.843985 + Penalty 4401.587373 = -1042165.256612
  nChanged 173
		SP:Iteration 9Q (6111.010000 sec): 3 clusters
  Score: Raw -1046639.756228 + Penalty 4401.587373 = -1042238.168855
  nChanged 183
		SP:Iteration 10Q (6111.040000 sec): 3 clusters
  Score: Raw -1046720.900672 + Penalty 4401.587373 = -1042319.313299
  nChanged 180
		SP:Iteration 11Q (6111.070000 sec): 3 clusters
  Score: Raw -1046809.091865 + Penalty 4401.587373 = -1042407.504492
  nChanged 191
		SP:Iteration 12Q (6111.090000 sec): 3 clusters
  Score: Raw -1046908.411966 + Penalty 4401.587373 = -1042506.824593
  nChanged 219
		SP:Iteration 13Q (6111.120000 sec): 3 clusters
  Score: Raw -1047032.316364 + Penalty 4401.587373 = -1042630.728991
  nChanged 236
		SP:Iteration 14Q (6111.140000 sec): 3 clusters
  Score: Raw -1047184.321618 + Penalty 4401.587373 = -1042782.734245
  nChanged 249
		SP:Iteration 15Q (6111.170000 sec): 3 clusters
  Score: Raw -1047357.570125 + Penalty 4401.587373 = -1042955.982752
  nChanged 240
		SP:Iteration 16Q (6111.190000 sec): 3 clusters
  Score: Raw -1047533.308350 + Penalty 4401.587373 = -1043131.720978
  nChanged 196
		SP:Iteration 17Q (6111.220000 sec): 3 clusters
  Score: Raw -1047666.135842 + Penalty 4401.587373 = -1043264.548469
  nChanged 171
		SP:Iteration 18Q (6111.240000 sec): 3 clusters
  Score: Raw -1047797.896167 + Penalty 4401.587373 = -1043396.308794
  nChanged 164
		SP:Iteration 19Q (6111.270000 sec): 3 clusters
  Score: Raw -1047930.253170 + Penalty 4401.587373 = -1043528.665797
  nChanged 117
		SP:Iteration 20F (6111.290000 sec): 3 clusters
  Score: Raw -1048010.810912 + Penalty 4401.587373 = -1043609.223539
  nChanged 61
		SP:Iteration 21Q (6111.310000 sec): 3 clusters
  Score: Raw -1048052.325687 + Penalty 4401.587373 = -1043650.738314
  nChanged 46
		SP:Iteration 22Q (6111.340000 sec): 3 clusters
  Score: Raw -1048087.927918 + Penalty 4401.587373 = -1043686.340545
  nChanged 28
		SP:Iteration 23Q (6111.360000 sec): 3 clusters
  Score: Raw -1048109.696045 + Penalty 4401.587373 = -1043708.108673
  nChanged 16
		SP:Iteration 24Q (6111.380000 sec): 3 clusters
  Score: Raw -1048124.999400 + Penalty 4401.587373 = -1043723.412027
  nChanged 8
		SP:Iteration 25Q (6111.400000 sec): 3 clusters
  Score: Raw -1048132.880117 + Penalty 4401.587373 = -1043731.292744
  nChanged 10
		SP:Iteration 26Q (6111.430000 sec): 3 clusters
  Score: Raw -1048142.012573 + Penalty 4401.587373 = -1043740.425200
  nChanged 14
		SP:Iteration 27Q (6111.450000 sec): 3 clusters
  Score: Raw -1048154.105927 + Penalty 4401.587373 = -1043752.518554
  nChanged 8
		SP:Iteration 28Q (6111.470000 sec): 3 clusters
  Score: Raw -1048160.065251 + Penalty 4401.587373 = -1043758.477878
  nChanged 5
		SP:Iteration 29Q (6111.490000 sec): 3 clusters
  Score: Raw -1048166.225614 + Penalty 4401.587373 = -1043764.638241
  nChanged 9
		SP:Iteration 30Q (6111.510000 sec): 3 clusters
  Score: Raw -1048174.868745 + Penalty 4401.587373 = -1043773.281372
  nChanged 6
		SP:Iteration 31Q (6111.530000 sec): 3 clusters
  Score: Raw -1048182.531340 + Penalty 4401.587373 = -1043780.943967
  nChanged 7
		SP:Iteration 32Q (6111.550000 sec): 3 clusters
  Score: Raw -1048191.641953 + Penalty 4401.587373 = -1043790.054580
  nChanged 5
		SP:Iteration 33Q (6111.580000 sec): 3 clusters
  Score: Raw -1048195.053316 + Penalty 4401.587373 = -1043793.465943
  nChanged 0
		SP:Iteration 34F (6111.600000 sec): 3 clusters
  Score: Raw -1048195.053316 + Penalty 4401.587373 = -1043793.465943
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7326 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6111.630000 sec): 2 clusters
  Score: Raw -1058531.145520 + Penalty 2206.997866 = -1056324.147654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6111.650000 sec): 3 clusters
  Score: Raw -1054773.204842 + Penalty 4413.995732 = -1050359.209110
  nChanged 2946
		SP:Iteration 1F (6111.680000 sec): 3 clusters
  Score: Raw -1056384.240155 + Penalty 4413.995732 = -1051970.244423
  nChanged 498
		SP:Iteration 2F (6111.710000 sec): 3 clusters
  Score: Raw -1056625.434214 + Penalty 4413.995732 = -1052211.438482
  nChanged 348
		SP:Iteration 3Q (6111.730000 sec): 3 clusters
  Score: Raw -1056778.945193 + Penalty 4413.995732 = -1052364.949461
  nChanged 278
		SP:Iteration 4Q (6111.760000 sec): 3 clusters
  Score: Raw -1056894.641936 + Penalty 4413.995732 = -1052480.646204
  nChanged 207
		SP:Iteration 5Q (6111.790000 sec): 3 clusters
  Score: Raw -1056971.797156 + Penalty 4413.995732 = -1052557.801424
  nChanged 165
		SP:Iteration 6Q (6111.810000 sec): 3 clusters
  Score: Raw -1057033.594197 + Penalty 4413.995732 = -1052619.598465
  nChanged 142
		SP:Iteration 7Q (6111.840000 sec): 3 clusters
  Score: Raw -1057088.873319 + Penalty 4413.995732 = -1052674.877587
  nChanged 134
		SP:Iteration 8Q (6111.870000 sec): 3 clusters
  Score: Raw -1057149.398743 + Penalty 4413.995732 = -1052735.403011
  nChanged 164
		SP:Iteration 9Q (6111.890000 sec): 3 clusters
  Score: Raw -1057224.486543 + Penalty 4413.995732 = -1052810.490811
  nChanged 154
		SP:Iteration 10Q (6111.920000 sec): 3 clusters
  Score: Raw -1057308.050829 + Penalty 4413.995732 = -1052894.055097
  nChanged 184
		SP:Iteration 11Q (6111.950000 sec): 3 clusters
  Score: Raw -1057407.094419 + Penalty 4413.995732 = -1052993.098687
  nChanged 201
		SP:Iteration 12Q (6111.970000 sec): 3 clusters
  Score: Raw -1057518.425832 + Penalty 4413.995732 = -1053104.430100
  nChanged 210
		SP:Iteration 13Q (6112.000000 sec): 3 clusters
  Score: Raw -1057637.102064 + Penalty 4413.995732 = -1053223.106332
  nChanged 204
		SP:Iteration 14Q (6112.030000 sec): 3 clusters
  Score: Raw -1057760.319527 + Penalty 4413.995732 = -1053346.323795
  nChanged 203
		SP:Iteration 15Q (6112.050000 sec): 3 clusters
  Score: Raw -1057870.701905 + Penalty 4413.995732 = -1053456.706174
  nChanged 177
		SP:Iteration 16Q (6112.080000 sec): 3 clusters
  Score: Raw -1057973.756827 + Penalty 4413.995732 = -1053559.761096
  nChanged 192
		SP:Iteration 17Q (6112.110000 sec): 3 clusters
  Score: Raw -1058073.325771 + Penalty 4413.995732 = -1053659.330039
  nChanged 165
		SP:Iteration 18Q (6112.130000 sec): 3 clusters
  Score: Raw -1058153.426431 + Penalty 4413.995732 = -1053739.430699
  nChanged 143
		SP:Iteration 19Q (6112.160000 sec): 3 clusters
  Score: Raw -1058230.928645 + Penalty 4413.995732 = -1053816.932913
  nChanged 138
		SP:Iteration 20F (6112.180000 sec): 3 clusters
  Score: Raw -1058288.599590 + Penalty 4413.995732 = -1053874.603858
  nChanged 114
		SP:Iteration 21Q (6112.210000 sec): 3 clusters
  Score: Raw -1058342.690319 + Penalty 4413.995732 = -1053928.694587
  nChanged 102
		SP:Iteration 22Q (6112.230000 sec): 3 clusters
  Score: Raw -1058389.808635 + Penalty 4413.995732 = -1053975.812903
  nChanged 82
		SP:Iteration 23Q (6112.260000 sec): 3 clusters
  Score: Raw -1058423.274412 + Penalty 4413.995732 = -1054009.278680
  nChanged 64
		SP:Iteration 24Q (6112.290000 sec): 3 clusters
  Score: Raw -1058446.814374 + Penalty 4413.995732 = -1054032.818642
  nChanged 52
		SP:Iteration 25Q (6112.310000 sec): 3 clusters
  Score: Raw -1058464.167309 + Penalty 4413.995732 = -1054050.171577
  nChanged 40
		SP:Iteration 26Q (6112.330000 sec): 3 clusters
  Score: Raw -1058474.184977 + Penalty 4413.995732 = -1054060.189245
  nChanged 26
		SP:Iteration 27Q (6112.360000 sec): 3 clusters
  Score: Raw -1058481.488484 + Penalty 4413.995732 = -1054067.492752
  nChanged 33
		SP:Iteration 28Q (6112.390000 sec): 3 clusters
  Score: Raw -1058490.190543 + Penalty 4413.995732 = -1054076.194811
  nChanged 38
		SP:Iteration 29Q (6112.410000 sec): 3 clusters
  Score: Raw -1058502.430732 + Penalty 4413.995732 = -1054088.435000
  nChanged 36
		SP:Iteration 30Q (6112.430000 sec): 3 clusters
  Score: Raw -1058512.986625 + Penalty 4413.995732 = -1054098.990893
  nChanged 29
		SP:Iteration 31Q (6112.460000 sec): 3 clusters
  Score: Raw -1058520.981939 + Penalty 4413.995732 = -1054106.986207
  nChanged 31
		SP:Iteration 32Q (6112.490000 sec): 3 clusters
  Score: Raw -1058530.503282 + Penalty 4413.995732 = -1054116.507550
  nChanged 27
		SP:Iteration 33Q (6112.510000 sec): 3 clusters
  Score: Raw -1058537.326198 + Penalty 4413.995732 = -1054123.330466
  nChanged 16
		SP:Iteration 34Q (6112.530000 sec): 3 clusters
  Score: Raw -1058541.882916 + Penalty 4413.995732 = -1054127.887184
  nChanged 25
		SP:Iteration 35Q (6112.560000 sec): 3 clusters
  Score: Raw -1058549.860452 + Penalty 4413.995732 = -1054135.864720
  nChanged 27
		SP:Iteration 36Q (6112.580000 sec): 3 clusters
  Score: Raw -1058557.703893 + Penalty 4413.995732 = -1054143.708161
  nChanged 19
		SP:Iteration 37Q (6112.610000 sec): 3 clusters
  Score: Raw -1058562.579034 + Penalty 4413.995732 = -1054148.583303
  nChanged 13
		SP:Iteration 38Q (6112.630000 sec): 3 clusters
  Score: Raw -1058565.691632 + Penalty 4413.995732 = -1054151.695900
  nChanged 12
		SP:Iteration 39Q (6112.660000 sec): 3 clusters
  Score: Raw -1058568.651543 + Penalty 4413.995732 = -1054154.655811
  nChanged 12
		SP:Iteration 40F (6112.690000 sec): 3 clusters
  Score: Raw -1058570.831947 + Penalty 4413.995732 = -1054156.836216
  nChanged 12
		SP:Iteration 41Q (6112.710000 sec): 3 clusters
  Score: Raw -1058573.557041 + Penalty 4413.995732 = -1054159.561309
  nChanged 12
		SP:Iteration 42Q (6112.730000 sec): 3 clusters
  Score: Raw -1058575.806760 + Penalty 4413.995732 = -1054161.811028
  nChanged 7
		SP:Iteration 43Q (6112.760000 sec): 3 clusters
  Score: Raw -1058577.316291 + Penalty 4413.995732 = -1054163.320559
  nChanged 5
		SP:Iteration 44Q (6112.780000 sec): 3 clusters
  Score: Raw -1058578.682123 + Penalty 4413.995732 = -1054164.686391
  nChanged 4
		SP:Iteration 45Q (6112.810000 sec): 3 clusters
  Score: Raw -1058579.497528 + Penalty 4413.995732 = -1054165.501796
  nChanged 6
		SP:Iteration 46Q (6112.830000 sec): 3 clusters
  Score: Raw -1058580.603486 + Penalty 4413.995732 = -1054166.607754
  nChanged 5
		SP:Iteration 47Q (6112.860000 sec): 3 clusters
  Score: Raw -1058581.696578 + Penalty 4413.995732 = -1054167.700846
  nChanged 4
		SP:Iteration 48Q (6112.880000 sec): 3 clusters
  Score: Raw -1058582.263700 + Penalty 4413.995732 = -1054168.267968
  nChanged 5
		SP:Iteration 49Q (6112.910000 sec): 3 clusters
  Score: Raw -1058582.716939 + Penalty 4413.995732 = -1054168.721207
  nChanged 3
		SP:Iteration 50Q (6112.930000 sec): 3 clusters
  Score: Raw -1058583.401106 + Penalty 4413.995732 = -1054169.405374
  nChanged 3
		SP:Iteration 51Q (6112.960000 sec): 3 clusters
  Score: Raw -1058583.768401 + Penalty 4413.995732 = -1054169.772669
  nChanged 2
		SP:Iteration 52Q (6112.980000 sec): 3 clusters
  Score: Raw -1058584.748438 + Penalty 4413.995732 = -1054170.752706
  nChanged 2
		SP:Iteration 53Q (6113.010000 sec): 3 clusters
  Score: Raw -1058585.143695 + Penalty 4413.995732 = -1054171.147963
  nChanged 1
		SP:Iteration 54Q (6113.030000 sec): 3 clusters
  Score: Raw -1058585.292485 + Penalty 4413.995732 = -1054171.296753
  nChanged 1
		SP:Iteration 55Q (6113.050000 sec): 3 clusters
  Score: Raw -1058585.435745 + Penalty 4413.995732 = -1054171.440013
  nChanged 4
		SP:Iteration 56Q (6113.080000 sec): 3 clusters
  Score: Raw -1058586.443629 + Penalty 4413.995732 = -1054172.447897
  nChanged 3
		SP:Iteration 57Q (6113.110000 sec): 3 clusters
  Score: Raw -1058587.044807 + Penalty 4413.995732 = -1054173.049076
  nChanged 3
		SP:Iteration 58Q (6113.130000 sec): 3 clusters
  Score: Raw -1058587.648168 + Penalty 4413.995732 = -1054173.652437
  nChanged 4
		SP:Iteration 59Q (6113.150000 sec): 3 clusters
  Score: Raw -1058588.161569 + Penalty 4413.995732 = -1054174.165837
  nChanged 3
		SP:Iteration 60F (6113.180000 sec): 3 clusters
  Score: Raw -1058588.740970 + Penalty 4413.995732 = -1054174.745238
  nChanged 5
		SP:Iteration 61Q (6113.210000 sec): 3 clusters
  Score: Raw -1058589.428216 + Penalty 4413.995732 = -1054175.432484
  nChanged 2
		SP:Iteration 62Q (6113.230000 sec): 3 clusters
  Score: Raw -1058589.708235 + Penalty 4413.995732 = -1054175.712503
  nChanged 5
		SP:Iteration 63Q (6113.250000 sec): 3 clusters
  Score: Raw -1058591.002370 + Penalty 4413.995732 = -1054177.006638
  nChanged 4
		SP:Iteration 64Q (6113.280000 sec): 3 clusters
  Score: Raw -1058591.875803 + Penalty 4413.995732 = -1054177.880071
  nChanged 2
		SP:Iteration 65Q (6113.300000 sec): 3 clusters
  Score: Raw -1058592.103959 + Penalty 4413.995732 = -1054178.108227
  nChanged 0
		SP:Iteration 66F (6113.330000 sec): 3 clusters
  Score: Raw -1058592.103959 + Penalty 4413.995732 = -1054178.108227
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6113.430000 sec): 2 clusters
  Score: Raw -4011803.400024 + Penalty 2531.919617 = -4009271.480406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6113.530000 sec): 3 clusters
  Score: Raw -3995577.362735 + Penalty 5063.839235 = -3990513.523501
  nChanged 12138
		SP:Iteration 1F (6113.630000 sec): 3 clusters
  Score: Raw -4002113.495928 + Penalty 5063.839235 = -3997049.656693
  nChanged 1349
		SP:Iteration 2Q (6113.730000 sec): 3 clusters
  Score: Raw -4002607.988935 + Penalty 5063.839235 = -3997544.149701
  nChanged 1350
		SP:Iteration 3Q (6113.830000 sec): 3 clusters
  Score: Raw -4003152.432969 + Penalty 5063.839235 = -3998088.593734
  nChanged 1365
		SP:Iteration 4F (6113.930000 sec): 3 clusters
  Score: Raw -4003765.932490 + Penalty 5063.839235 = -3998702.093256
  nChanged 1409
		SP:Iteration 5F (6114.030000 sec): 3 clusters
  Score: Raw -4004463.094949 + Penalty 5063.839235 = -3999399.255715
  nChanged 1487
		SP:Iteration 6F (6114.130000 sec): 3 clusters
  Score: Raw -4005271.320227 + Penalty 5063.839235 = -4000207.480993
  nChanged 1557
		SP:Iteration 7F (6114.230000 sec): 3 clusters
  Score: Raw -4006166.072857 + Penalty 5063.839235 = -4001102.233622
  nChanged 1494
		SP:Iteration 8F (6114.330000 sec): 3 clusters
  Score: Raw -4007066.330538 + Penalty 5063.839235 = -4002002.491303
  nChanged 1309
		SP:Iteration 9Q (6114.430000 sec): 3 clusters
  Score: Raw -4007915.578935 + Penalty 5063.839235 = -4002851.739700
  nChanged 1226
		SP:Iteration 10Q (6114.530000 sec): 3 clusters
  Score: Raw -4008790.737427 + Penalty 5063.839235 = -4003726.898193
  nChanged 1044
		SP:Iteration 11Q (6114.640000 sec): 3 clusters
  Score: Raw -4009587.477146 + Penalty 5063.839235 = -4004523.637911
  nChanged 860
		SP:Iteration 12Q (6114.740000 sec): 3 clusters
  Score: Raw -4010192.745527 + Penalty 5063.839235 = -4005128.906292
  nChanged 648
		SP:Iteration 13Q (6114.830000 sec): 3 clusters
  Score: Raw -4010597.475231 + Penalty 5063.839235 = -4005533.635997
  nChanged 490
		SP:Iteration 14Q (6114.930000 sec): 3 clusters
  Score: Raw -4010860.441364 + Penalty 5063.839235 = -4005796.602130
  nChanged 372
		SP:Iteration 15Q (6115.020000 sec): 3 clusters
  Score: Raw -4011026.331784 + Penalty 5063.839235 = -4005962.492550
  nChanged 288
		SP:Iteration 16Q (6115.110000 sec): 3 clusters
  Score: Raw -4011140.775166 + Penalty 5063.839235 = -4006076.935931
  nChanged 243
		SP:Iteration 17Q (6115.190000 sec): 3 clusters
  Score: Raw -4011225.808577 + Penalty 5063.839235 = -4006161.969343
  nChanged 212
		SP:Iteration 18Q (6115.280000 sec): 3 clusters
  Score: Raw -4011302.705145 + Penalty 5063.839235 = -4006238.865911
  nChanged 212
		SP:Iteration 19Q (6115.370000 sec): 3 clusters
  Score: Raw -4011383.356354 + Penalty 5063.839235 = -4006319.517119
  nChanged 215
		SP:Iteration 20F (6115.470000 sec): 3 clusters
  Score: Raw -4011466.078030 + Penalty 5063.839235 = -4006402.238795
  nChanged 229
		SP:Iteration 21Q (6115.550000 sec): 3 clusters
  Score: Raw -4011552.731124 + Penalty 5063.839235 = -4006488.891889
  nChanged 210
		SP:Iteration 22Q (6115.630000 sec): 3 clusters
  Score: Raw -4011627.852853 + Penalty 5063.839235 = -4006564.013619
  nChanged 182
		SP:Iteration 23Q (6115.710000 sec): 3 clusters
  Score: Raw -4011691.895195 + Penalty 5063.839235 = -4006628.055961
  nChanged 164
		SP:Iteration 24Q (6115.790000 sec): 3 clusters
  Score: Raw -4011748.488840 + Penalty 5063.839235 = -4006684.649606
  nChanged 139
		SP:Iteration 25Q (6115.870000 sec): 3 clusters
  Score: Raw -4011795.851852 + Penalty 5063.839235 = -4006732.012618
  nChanged 131
		SP:Iteration 26Q (6115.950000 sec): 3 clusters
  Score: Raw -4011845.928394 + Penalty 5063.839235 = -4006782.089160
  nChanged 120
		SP:Iteration 27Q (6116.030000 sec): 3 clusters
  Score: Raw -4011886.642308 + Penalty 5063.839235 = -4006822.803074
  nChanged 98
		SP:Iteration 28Q (6116.110000 sec): 3 clusters
  Score: Raw -4011917.439614 + Penalty 5063.839235 = -4006853.600379
  nChanged 81
		SP:Iteration 29Q (6116.180000 sec): 3 clusters
  Score: Raw -4011945.238261 + Penalty 5063.839235 = -4006881.399026
  nChanged 84
		SP:Iteration 30Q (6116.260000 sec): 3 clusters
  Score: Raw -4011972.579876 + Penalty 5063.839235 = -4006908.740641
  nChanged 66
		SP:Iteration 31Q (6116.330000 sec): 3 clusters
  Score: Raw -4011990.197505 + Penalty 5063.839235 = -4006926.358271
  nChanged 49
		SP:Iteration 32Q (6116.410000 sec): 3 clusters
  Score: Raw -4012004.902432 + Penalty 5063.839235 = -4006941.063197
  nChanged 40
		SP:Iteration 33Q (6116.490000 sec): 3 clusters
  Score: Raw -4012015.696580 + Penalty 5063.839235 = -4006951.857346
  nChanged 40
		SP:Iteration 34Q (6116.560000 sec): 3 clusters
  Score: Raw -4012026.265963 + Penalty 5063.839235 = -4006962.426728
  nChanged 31
		SP:Iteration 35Q (6116.640000 sec): 3 clusters
  Score: Raw -4012034.784097 + Penalty 5063.839235 = -4006970.944863
  nChanged 30
		SP:Iteration 36Q (6116.710000 sec): 3 clusters
  Score: Raw -4012044.428146 + Penalty 5063.839235 = -4006980.588912
  nChanged 40
		SP:Iteration 37Q (6116.790000 sec): 3 clusters
  Score: Raw -4012056.639869 + Penalty 5063.839235 = -4006992.800634
  nChanged 36
		SP:Iteration 38Q (6116.870000 sec): 3 clusters
  Score: Raw -4012068.038594 + Penalty 5063.839235 = -4007004.199359
  nChanged 29
		SP:Iteration 39Q (6116.940000 sec): 3 clusters
  Score: Raw -4012075.329974 + Penalty 5063.839235 = -4007011.490739
  nChanged 26
		SP:Iteration 40F (6117.040000 sec): 3 clusters
  Score: Raw -4012082.817746 + Penalty 5063.839235 = -4007018.978511
  nChanged 21
		SP:Iteration 41Q (6117.120000 sec): 3 clusters
  Score: Raw -4012088.913760 + Penalty 5063.839235 = -4007025.074525
  nChanged 25
		SP:Iteration 42Q (6117.190000 sec): 3 clusters
  Score: Raw -4012094.758363 + Penalty 5063.839235 = -4007030.919128
  nChanged 28
		SP:Iteration 43Q (6117.270000 sec): 3 clusters
  Score: Raw -4012101.570284 + Penalty 5063.839235 = -4007037.731050
  nChanged 20
		SP:Iteration 44Q (6117.340000 sec): 3 clusters
  Score: Raw -4012107.557640 + Penalty 5063.839235 = -4007043.718405
  nChanged 21
		SP:Iteration 45Q (6117.410000 sec): 3 clusters
  Score: Raw -4012114.837310 + Penalty 5063.839235 = -4007050.998075
  nChanged 26
		SP:Iteration 46Q (6117.490000 sec): 3 clusters
  Score: Raw -4012123.889378 + Penalty 5063.839235 = -4007060.050144
  nChanged 27
		SP:Iteration 47Q (6117.560000 sec): 3 clusters
  Score: Raw -4012132.634249 + Penalty 5063.839235 = -4007068.795014
  nChanged 24
		SP:Iteration 48Q (6117.640000 sec): 3 clusters
  Score: Raw -4012139.539625 + Penalty 5063.839235 = -4007075.700391
  nChanged 19
		SP:Iteration 49Q (6117.710000 sec): 3 clusters
  Score: Raw -4012144.826903 + Penalty 5063.839235 = -4007080.987669
  nChanged 19
		SP:Iteration 50Q (6117.790000 sec): 3 clusters
  Score: Raw -4012149.449872 + Penalty 5063.839235 = -4007085.610638
  nChanged 7
		SP:Iteration 51Q (6117.860000 sec): 3 clusters
  Score: Raw -4012150.772380 + Penalty 5063.839235 = -4007086.933146
  nChanged 5
		SP:Iteration 52Q (6117.930000 sec): 3 clusters
  Score: Raw -4012151.677780 + Penalty 5063.839235 = -4007087.838545
  nChanged 6
		SP:Iteration 53Q (6118.010000 sec): 3 clusters
  Score: Raw -4012153.314753 + Penalty 5063.839235 = -4007089.475518
  nChanged 5
		SP:Iteration 54Q (6118.080000 sec): 3 clusters
  Score: Raw -4012154.776655 + Penalty 5063.839235 = -4007090.937420
  nChanged 6
		SP:Iteration 55Q (6118.150000 sec): 3 clusters
  Score: Raw -4012157.713900 + Penalty 5063.839235 = -4007093.874666
  nChanged 11
		SP:Iteration 56Q (6118.230000 sec): 3 clusters
  Score: Raw -4012160.894046 + Penalty 5063.839235 = -4007097.054812
  nChanged 12
		SP:Iteration 57Q (6118.300000 sec): 3 clusters
  Score: Raw -4012164.750896 + Penalty 5063.839235 = -4007100.911662
  nChanged 17
		SP:Iteration 58Q (6118.380000 sec): 3 clusters
  Score: Raw -4012169.355222 + Penalty 5063.839235 = -4007105.515988
  nChanged 10
		SP:Iteration 59Q (6118.450000 sec): 3 clusters
  Score: Raw -4012172.187367 + Penalty 5063.839235 = -4007108.348132
  nChanged 7
		SP:Iteration 60F (6118.560000 sec): 3 clusters
  Score: Raw -4012174.467660 + Penalty 5063.839235 = -4007110.628425
  nChanged 7
		SP:Iteration 61Q (6118.630000 sec): 3 clusters
  Score: Raw -4012175.978499 + Penalty 5063.839235 = -4007112.139265
  nChanged 3
		SP:Iteration 62Q (6118.700000 sec): 3 clusters
  Score: Raw -4012176.523925 + Penalty 5063.839235 = -4007112.684691
  nChanged 5
		SP:Iteration 63Q (6118.780000 sec): 3 clusters
  Score: Raw -4012177.330564 + Penalty 5063.839235 = -4007113.491330
  nChanged 3
		SP:Iteration 64Q (6118.850000 sec): 3 clusters
  Score: Raw -4012177.820382 + Penalty 5063.839235 = -4007113.981148
  nChanged 1
		SP:Iteration 65Q (6118.930000 sec): 3 clusters
  Score: Raw -4012178.027687 + Penalty 5063.839235 = -4007114.188452
  nChanged 1
		SP:Iteration 66Q (6119.000000 sec): 3 clusters
  Score: Raw -4012178.375518 + Penalty 5063.839235 = -4007114.536283
  nChanged 2
		SP:Iteration 67Q (6119.070000 sec): 3 clusters
  Score: Raw -4012179.032840 + Penalty 5063.839235 = -4007115.193606
  nChanged 2
		SP:Iteration 68Q (6119.150000 sec): 3 clusters
  Score: Raw -4012179.746279 + Penalty 5063.839235 = -4007115.907045
  nChanged 2
		SP:Iteration 69Q (6119.220000 sec): 3 clusters
  Score: Raw -4012180.056743 + Penalty 5063.839235 = -4007116.217508
  nChanged 2
		SP:Iteration 70Q (6119.290000 sec): 3 clusters
  Score: Raw -4012180.323984 + Penalty 5063.839235 = -4007116.484749
  nChanged 0
		SP:Iteration 71F (6119.390000 sec): 3 clusters
  Score: Raw -4012180.323984 + Penalty 5063.839235 = -4007116.484749
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6119.470000 sec): 2 clusters
  Score: Raw -3327355.762257 + Penalty 2501.290992 = -3324854.471265
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6119.560000 sec): 3 clusters
  Score: Raw -3313252.432437 + Penalty 5002.581984 = -3308249.850453
  nChanged 10600
		SP:Iteration 1F (6119.650000 sec): 3 clusters
  Score: Raw -3319238.594260 + Penalty 5002.581984 = -3314236.012276
  nChanged 1389
		SP:Iteration 2F (6119.730000 sec): 3 clusters
  Score: Raw -3319887.191658 + Penalty 5002.581984 = -3314884.609673
  nChanged 1293
		SP:Iteration 3F (6119.830000 sec): 3 clusters
  Score: Raw -3320544.154269 + Penalty 5002.581984 = -3315541.572285
  nChanged 1289
		SP:Iteration 4F (6119.910000 sec): 3 clusters
  Score: Raw -3321287.597352 + Penalty 5002.581984 = -3316285.015367
  nChanged 1375
		SP:Iteration 5F (6120.000000 sec): 3 clusters
  Score: Raw -3322208.464778 + Penalty 5002.581984 = -3317205.882794
  nChanged 1424
		SP:Iteration 6F (6120.090000 sec): 3 clusters
  Score: Raw -3323216.743912 + Penalty 5002.581984 = -3318214.161927
  nChanged 1379
		SP:Iteration 7F (6120.170000 sec): 3 clusters
  Score: Raw -3324285.385150 + Penalty 5002.581984 = -3319282.803166
  nChanged 1243
		SP:Iteration 8F (6120.260000 sec): 3 clusters
  Score: Raw -3325334.584946 + Penalty 5002.581984 = -3320332.002961
  nChanged 1015
		SP:Iteration 9Q (6120.350000 sec): 3 clusters
  Score: Raw -3326267.236756 + Penalty 5002.581984 = -3321264.654771
  nChanged 689
		SP:Iteration 10Q (6120.430000 sec): 3 clusters
  Score: Raw -3326917.167191 + Penalty 5002.581984 = -3321914.585206
  nChanged 414
		SP:Iteration 11Q (6120.510000 sec): 3 clusters
  Score: Raw -3327313.014398 + Penalty 5002.581984 = -3322310.432414
  nChanged 243
		SP:Iteration 12Q (6120.580000 sec): 3 clusters
  Score: Raw -3327508.203598 + Penalty 5002.581984 = -3322505.621613
  nChanged 136
		SP:Iteration 13Q (6120.650000 sec): 3 clusters
  Score: Raw -3327610.363911 + Penalty 5002.581984 = -3322607.781927
  nChanged 91
		SP:Iteration 14Q (6120.710000 sec): 3 clusters
  Score: Raw -3327671.935464 + Penalty 5002.581984 = -3322669.353479
  nChanged 67
		SP:Iteration 15Q (6120.780000 sec): 3 clusters
  Score: Raw -3327715.837979 + Penalty 5002.581984 = -3322713.255994
  nChanged 45
		SP:Iteration 16Q (6120.840000 sec): 3 clusters
  Score: Raw -3327749.233481 + Penalty 5002.581984 = -3322746.651497
  nChanged 38
		SP:Iteration 17Q (6120.910000 sec): 3 clusters
  Score: Raw -3327778.536003 + Penalty 5002.581984 = -3322775.954019
  nChanged 28
		SP:Iteration 18Q (6120.970000 sec): 3 clusters
  Score: Raw -3327799.448769 + Penalty 5002.581984 = -3322796.866785
  nChanged 18
		SP:Iteration 19Q (6121.040000 sec): 3 clusters
  Score: Raw -3327809.807271 + Penalty 5002.581984 = -3322807.225286
  nChanged 15
		SP:Iteration 20F (6121.120000 sec): 3 clusters
  Score: Raw -3327819.832872 + Penalty 5002.581984 = -3322817.250887
  nChanged 16
		SP:Iteration 21Q (6121.190000 sec): 3 clusters
  Score: Raw -3327828.925962 + Penalty 5002.581984 = -3322826.343977
  nChanged 13
		SP:Iteration 22Q (6121.250000 sec): 3 clusters
  Score: Raw -3327834.517627 + Penalty 5002.581984 = -3322831.935642
  nChanged 8
		SP:Iteration 23Q (6121.310000 sec): 3 clusters
  Score: Raw -3327837.976869 + Penalty 5002.581984 = -3322835.394884
  nChanged 8
		SP:Iteration 24Q (6121.380000 sec): 3 clusters
  Score: Raw -3327843.856858 + Penalty 5002.581984 = -3322841.274874
  nChanged 9
		SP:Iteration 25Q (6121.440000 sec): 3 clusters
  Score: Raw -3327849.320754 + Penalty 5002.581984 = -3322846.738770
  nChanged 9
		SP:Iteration 26Q (6121.510000 sec): 3 clusters
  Score: Raw -3327853.314212 + Penalty 5002.581984 = -3322850.732228
  nChanged 5
		SP:Iteration 27Q (6121.570000 sec): 3 clusters
  Score: Raw -3327857.072402 + Penalty 5002.581984 = -3322854.490417
  nChanged 6
		SP:Iteration 28Q (6121.630000 sec): 3 clusters
  Score: Raw -3327862.961586 + Penalty 5002.581984 = -3322860.379602
  nChanged 5
		SP:Iteration 29Q (6121.700000 sec): 3 clusters
  Score: Raw -3327866.320504 + Penalty 5002.581984 = -3322863.738519
  nChanged 1
		SP:Iteration 30Q (6121.760000 sec): 3 clusters
  Score: Raw -3327866.774944 + Penalty 5002.581984 = -3322864.192960
  nChanged 1
		SP:Iteration 31Q (6121.820000 sec): 3 clusters
  Score: Raw -3327867.162606 + Penalty 5002.581984 = -3322864.580622
  nChanged 0
		SP:Iteration 32F (6121.910000 sec): 3 clusters
  Score: Raw -3327867.162606 + Penalty 5002.581984 = -3322864.580622
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6121.930000 sec): 2 clusters
  Score: Raw -493895.315700 + Penalty 2018.942818 = -491876.372882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6121.940000 sec): 3 clusters
  Score: Raw -492413.116208 + Penalty 4037.885636 = -488375.230572
  nChanged 1210
		SP:Iteration 1F (6121.950000 sec): 3 clusters
  Score: Raw -493189.851311 + Penalty 4037.885636 = -489151.965675
  nChanged 276
		SP:Iteration 2F (6121.970000 sec): 3 clusters
  Score: Raw -493418.601602 + Penalty 4037.885636 = -489380.715965
  nChanged 217
		SP:Iteration 3F (6121.980000 sec): 3 clusters
  Score: Raw -493609.873731 + Penalty 4037.885636 = -489571.988094
  nChanged 169
		SP:Iteration 4Q (6121.990000 sec): 3 clusters
  Score: Raw -493775.857248 + Penalty 4037.885636 = -489737.971611
  nChanged 168
		SP:Iteration 5Q (6122.010000 sec): 3 clusters
  Score: Raw -493958.226517 + Penalty 4037.885636 = -489920.340881
  nChanged 176
		SP:Iteration 6F (6122.020000 sec): 3 clusters
  Score: Raw -494188.752595 + Penalty 4037.885636 = -490150.866959
  nChanged 166
		SP:Iteration 7Q (6122.030000 sec): 3 clusters
  Score: Raw -494379.362782 + Penalty 4037.885636 = -490341.477146
  nChanged 124
		SP:Iteration 8Q (6122.040000 sec): 3 clusters
  Score: Raw -494524.316448 + Penalty 4037.885636 = -490486.430812
  nChanged 107
		SP:Iteration 9Q (6122.050000 sec): 3 clusters
  Score: Raw -494659.077147 + Penalty 4037.885636 = -490621.191510
  nChanged 100
		SP:Iteration 10Q (6122.070000 sec): 3 clusters
  Score: Raw -494803.256283 + Penalty 4037.885636 = -490765.370647
  nChanged 118
		SP:Iteration 11Q (6122.080000 sec): 3 clusters
  Score: Raw -494981.850625 + Penalty 4037.885636 = -490943.964988
  nChanged 116
		SP:Iteration 12Q (6122.090000 sec): 3 clusters
  Score: Raw -495149.370065 + Penalty 4037.885636 = -491111.484428
  nChanged 86
		SP:Iteration 13Q (6122.100000 sec): 3 clusters
  Score: Raw -495250.412727 + Penalty 4037.885636 = -491212.527090
  nChanged 84
		SP:Iteration 14Q (6122.110000 sec): 3 clusters
  Score: Raw -495336.883736 + Penalty 4037.885636 = -491298.998100
  nChanged 61
		SP:Iteration 15Q (6122.120000 sec): 3 clusters
  Score: Raw -495389.117768 + Penalty 4037.885636 = -491351.232132
  nChanged 54
		SP:Iteration 16Q (6122.130000 sec): 3 clusters
  Score: Raw -495430.631750 + Penalty 4037.885636 = -491392.746114
  nChanged 48
		SP:Iteration 17Q (6122.140000 sec): 3 clusters
  Score: Raw -495466.927291 + Penalty 4037.885636 = -491429.041654
  nChanged 48
		SP:Iteration 18Q (6122.150000 sec): 3 clusters
  Score: Raw -495500.255975 + Penalty 4037.885636 = -491462.370339
  nChanged 35
		SP:Iteration 19Q (6122.160000 sec): 3 clusters
  Score: Raw -495522.467478 + Penalty 4037.885636 = -491484.581841
  nChanged 28
		SP:Iteration 20F (6122.170000 sec): 3 clusters
  Score: Raw -495539.915549 + Penalty 4037.885636 = -491502.029913
  nChanged 27
		SP:Iteration 21Q (6122.190000 sec): 3 clusters
  Score: Raw -495556.696236 + Penalty 4037.885636 = -491518.810599
  nChanged 26
		SP:Iteration 22Q (6122.190000 sec): 3 clusters
  Score: Raw -495569.750241 + Penalty 4037.885636 = -491531.864605
  nChanged 15
		SP:Iteration 23Q (6122.210000 sec): 3 clusters
  Score: Raw -495574.995492 + Penalty 4037.885636 = -491537.109856
  nChanged 11
		SP:Iteration 24Q (6122.210000 sec): 3 clusters
  Score: Raw -495580.311330 + Penalty 4037.885636 = -491542.425693
  nChanged 9
		SP:Iteration 25Q (6122.230000 sec): 3 clusters
  Score: Raw -495584.130466 + Penalty 4037.885636 = -491546.244830
  nChanged 8
		SP:Iteration 26Q (6122.230000 sec): 3 clusters
  Score: Raw -495587.494411 + Penalty 4037.885636 = -491549.608774
  nChanged 4
		SP:Iteration 27Q (6122.250000 sec): 3 clusters
  Score: Raw -495588.062259 + Penalty 4037.885636 = -491550.176622
  nChanged 2
		SP:Iteration 28Q (6122.260000 sec): 3 clusters
  Score: Raw -495588.853823 + Penalty 4037.885636 = -491550.968187
  nChanged 5
		SP:Iteration 29Q (6122.270000 sec): 3 clusters
  Score: Raw -495590.900287 + Penalty 4037.885636 = -491553.014651
  nChanged 5
		SP:Iteration 30Q (6122.280000 sec): 3 clusters
  Score: Raw -495593.021256 + Penalty 4037.885636 = -491555.135620
  nChanged 4
		SP:Iteration 31Q (6122.290000 sec): 3 clusters
  Score: Raw -495595.249246 + Penalty 4037.885636 = -491557.363610
  nChanged 3
		SP:Iteration 32Q (6122.300000 sec): 3 clusters
  Score: Raw -495596.464069 + Penalty 4037.885636 = -491558.578432
  nChanged 2
		SP:Iteration 33Q (6122.310000 sec): 3 clusters
  Score: Raw -495597.189820 + Penalty 4037.885636 = -491559.304183
  nChanged 2
		SP:Iteration 34Q (6122.320000 sec): 3 clusters
  Score: Raw -495597.786656 + Penalty 4037.885636 = -491559.901019
  nChanged 1
		SP:Iteration 35Q (6122.330000 sec): 3 clusters
  Score: Raw -495597.970177 + Penalty 4037.885636 = -491560.084541
  nChanged 1
		SP:Iteration 36Q (6122.340000 sec): 3 clusters
  Score: Raw -495598.090189 + Penalty 4037.885636 = -491560.204552
  nChanged 0
		SP:Iteration 37F (6122.350000 sec): 3 clusters
  Score: Raw -495598.090189 + Penalty 4037.885636 = -491560.204552
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6122.350000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6122.360000 sec): 3 clusters
  Score: Raw -126948.035820 + Penalty 3350.283633 = -123597.752187
  nChanged 201
		SP:Iteration 1F (6122.360000 sec): 3 clusters
  Score: Raw -127195.484876 + Penalty 3350.283633 = -123845.201243
  nChanged 38
		SP:Iteration 2Q (6122.370000 sec): 3 clusters
  Score: Raw -127275.347124 + Penalty 3350.283633 = -123925.063490
  nChanged 32
		SP:Iteration 3Q (6122.370000 sec): 3 clusters
  Score: Raw -127334.115570 + Penalty 3350.283633 = -123983.831936
  nChanged 25
		SP:Iteration 4Q (6122.370000 sec): 3 clusters
  Score: Raw -127375.793814 + Penalty 3350.283633 = -124025.510181
  nChanged 9
		SP:Iteration 5Q (6122.370000 sec): 3 clusters
  Score: Raw -127389.531074 + Penalty 3350.283633 = -124039.247440
  nChanged 9
		SP:Iteration 6Q (6122.380000 sec): 3 clusters
  Score: Raw -127407.633008 + Penalty 3350.283633 = -124057.349375
  nChanged 10
		SP:Iteration 7Q (6122.380000 sec): 3 clusters
  Score: Raw -127419.041451 + Penalty 3350.283633 = -124068.757818
  nChanged 4
		SP:Iteration 8Q (6122.380000 sec): 3 clusters
  Score: Raw -127423.685976 + Penalty 3350.283633 = -124073.402343
  nChanged 3
		SP:Iteration 9Q (6122.390000 sec): 3 clusters
  Score: Raw -127427.076206 + Penalty 3350.283633 = -124076.792572
  nChanged 3
		SP:Iteration 10Q (6122.390000 sec): 3 clusters
  Score: Raw -127430.731841 + Penalty 3350.283633 = -124080.448208
  nChanged 3
		SP:Iteration 11Q (6122.390000 sec): 3 clusters
  Score: Raw -127435.819574 + Penalty 3350.283633 = -124085.535941
  nChanged 2
		SP:Iteration 12Q (6122.390000 sec): 3 clusters
  Score: Raw -127439.671705 + Penalty 3350.283633 = -124089.388071
  nChanged 2
		SP:Iteration 13Q (6122.400000 sec): 3 clusters
  Score: Raw -127441.145555 + Penalty 3350.283633 = -124090.861921
  nChanged 1
		SP:Iteration 14Q (6122.400000 sec): 3 clusters
  Score: Raw -127442.033958 + Penalty 3350.283633 = -124091.750325
  nChanged 0
		SP:Iteration 15F (6122.400000 sec): 3 clusters
  Score: Raw -127442.033958 + Penalty 3350.283633 = -124091.750325
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6122.410000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6122.410000 sec): 3 clusters
  Score: Raw -33638.118928 + Penalty 2756.186719 = -30881.932210
  nChanged 37
		SP:Iteration 1F (6122.410000 sec): 3 clusters
  Score: Raw -33759.621078 + Penalty 2756.186719 = -31003.434359
  nChanged 9
		SP:Iteration 2Q (6122.410000 sec): 3 clusters
  Score: Raw -33797.341710 + Penalty 2756.186719 = -31041.154991
  nChanged 4
		SP:Iteration 3Q (6122.410000 sec): 3 clusters
  Score: Raw -33820.702978 + Penalty 2756.186719 = -31064.516260
  nChanged 6
		SP:Iteration 4Q (6122.410000 sec): 3 clusters
  Score: Raw -33844.923068 + Penalty 2756.186719 = -31088.736349
  nChanged 4
		SP:Iteration 5Q (6122.410000 sec): 3 clusters
  Score: Raw -33852.692494 + Penalty 2756.186719 = -31096.505775
  nChanged 1
		SP:Iteration 6Q (6122.410000 sec): 3 clusters
  Score: Raw -33857.638116 + Penalty 2756.186719 = -31101.451397
  nChanged 1
		SP:Iteration 7Q (6122.410000 sec): 3 clusters
  Score: Raw -33861.262424 + Penalty 2756.186719 = -31105.075705
  nChanged 0
		SP:Iteration 8F (6122.410000 sec): 3 clusters
  Score: Raw -33861.262424 + Penalty 2756.186719 = -31105.075705
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13714 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6122.460000 sec): 2 clusters
  Score: Raw -2046937.592083 + Penalty 2362.490777 = -2044575.101306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6122.510000 sec): 3 clusters
  Score: Raw -2039165.030048 + Penalty 4724.981554 = -2034440.048494
  nChanged 5851
		SP:Iteration 1F (6122.560000 sec): 3 clusters
  Score: Raw -2042424.747410 + Penalty 4724.981554 = -2037699.765856
  nChanged 783
		SP:Iteration 2F (6122.610000 sec): 3 clusters
  Score: Raw -2042725.798994 + Penalty 4724.981554 = -2038000.817440
  nChanged 582
		SP:Iteration 3Q (6122.660000 sec): 3 clusters
  Score: Raw -2042935.468689 + Penalty 4724.981554 = -2038210.487135
  nChanged 496
		SP:Iteration 4Q (6122.710000 sec): 3 clusters
  Score: Raw -2043108.314849 + Penalty 4724.981554 = -2038383.333295
  nChanged 446
		SP:Iteration 5Q (6122.760000 sec): 3 clusters
  Score: Raw -2043244.394763 + Penalty 4724.981554 = -2038519.413209
  nChanged 383
		SP:Iteration 6Q (6122.810000 sec): 3 clusters
  Score: Raw -2043380.389673 + Penalty 4724.981554 = -2038655.408119
  nChanged 375
		SP:Iteration 7Q (6122.860000 sec): 3 clusters
  Score: Raw -2043516.994810 + Penalty 4724.981554 = -2038792.013256
  nChanged 392
		SP:Iteration 8Q (6122.910000 sec): 3 clusters
  Score: Raw -2043677.747778 + Penalty 4724.981554 = -2038952.766224
  nChanged 398
		SP:Iteration 9Q (6122.960000 sec): 3 clusters
  Score: Raw -2043844.134427 + Penalty 4724.981554 = -2039119.152873
  nChanged 450
		SP:Iteration 10Q (6123.010000 sec): 3 clusters
  Score: Raw -2044047.835651 + Penalty 4724.981554 = -2039322.854097
  nChanged 509
		SP:Iteration 11Q (6123.050000 sec): 3 clusters
  Score: Raw -2044300.954727 + Penalty 4724.981554 = -2039575.973173
  nChanged 569
		SP:Iteration 12Q (6123.110000 sec): 3 clusters
  Score: Raw -2044638.682609 + Penalty 4724.981554 = -2039913.701055
  nChanged 618
		SP:Iteration 13Q (6123.150000 sec): 3 clusters
  Score: Raw -2045029.819051 + Penalty 4724.981554 = -2040304.837497
  nChanged 591
		SP:Iteration 14Q (6123.200000 sec): 3 clusters
  Score: Raw -2045456.554955 + Penalty 4724.981554 = -2040731.573401
  nChanged 541
		SP:Iteration 15Q (6123.250000 sec): 3 clusters
  Score: Raw -2045833.263711 + Penalty 4724.981554 = -2041108.282157
  nChanged 457
		SP:Iteration 16Q (6123.300000 sec): 3 clusters
  Score: Raw -2046162.538879 + Penalty 4724.981554 = -2041437.557325
  nChanged 373
		SP:Iteration 17Q (6123.340000 sec): 3 clusters
  Score: Raw -2046435.723905 + Penalty 4724.981554 = -2041710.742351
  nChanged 281
		SP:Iteration 18Q (6123.390000 sec): 3 clusters
  Score: Raw -2046652.244528 + Penalty 4724.981554 = -2041927.262974
  nChanged 210
		SP:Iteration 19Q (6123.430000 sec): 3 clusters
  Score: Raw -2046821.292338 + Penalty 4724.981554 = -2042096.310784
  nChanged 148
		SP:Iteration 20F (6123.480000 sec): 3 clusters
  Score: Raw -2046939.849762 + Penalty 4724.981554 = -2042214.868208
  nChanged 104
		SP:Iteration 21Q (6123.520000 sec): 3 clusters
  Score: Raw -2047019.370266 + Penalty 4724.981554 = -2042294.388712
  nChanged 65
		SP:Iteration 22Q (6123.560000 sec): 3 clusters
  Score: Raw -2047071.915318 + Penalty 4724.981554 = -2042346.933764
  nChanged 58
		SP:Iteration 23Q (6123.600000 sec): 3 clusters
  Score: Raw -2047113.278898 + Penalty 4724.981554 = -2042388.297344
  nChanged 33
		SP:Iteration 24Q (6123.630000 sec): 3 clusters
  Score: Raw -2047139.448174 + Penalty 4724.981554 = -2042414.466620
  nChanged 30
		SP:Iteration 25Q (6123.670000 sec): 3 clusters
  Score: Raw -2047167.025315 + Penalty 4724.981554 = -2042442.043761
  nChanged 17
		SP:Iteration 26Q (6123.710000 sec): 3 clusters
  Score: Raw -2047182.827678 + Penalty 4724.981554 = -2042457.846124
  nChanged 23
		SP:Iteration 27Q (6123.750000 sec): 3 clusters
  Score: Raw -2047201.989114 + Penalty 4724.981554 = -2042477.007560
  nChanged 20
		SP:Iteration 28Q (6123.790000 sec): 3 clusters
  Score: Raw -2047220.150546 + Penalty 4724.981554 = -2042495.168992
  nChanged 16
		SP:Iteration 29Q (6123.820000 sec): 3 clusters
  Score: Raw -2047229.632189 + Penalty 4724.981554 = -2042504.650635
  nChanged 13
		SP:Iteration 30Q (6123.860000 sec): 3 clusters
  Score: Raw -2047236.908427 + Penalty 4724.981554 = -2042511.926873
  nChanged 4
		SP:Iteration 31Q (6123.890000 sec): 3 clusters
  Score: Raw -2047239.177171 + Penalty 4724.981554 = -2042514.195617
  nChanged 1
		SP:Iteration 32Q (6123.930000 sec): 3 clusters
  Score: Raw -2047240.579582 + Penalty 4724.981554 = -2042515.598028
  nChanged 4
		SP:Iteration 33Q (6123.970000 sec): 3 clusters
  Score: Raw -2047244.301567 + Penalty 4724.981554 = -2042519.320013
  nChanged 5
		SP:Iteration 34Q (6124.010000 sec): 3 clusters
  Score: Raw -2047249.188246 + Penalty 4724.981554 = -2042524.206692
  nChanged 2
		SP:Iteration 35Q (6124.040000 sec): 3 clusters
  Score: Raw -2047250.860379 + Penalty 4724.981554 = -2042525.878825
  nChanged 3
		SP:Iteration 36Q (6124.080000 sec): 3 clusters
  Score: Raw -2047255.382564 + Penalty 4724.981554 = -2042530.401010
  nChanged 4
		SP:Iteration 37Q (6124.110000 sec): 3 clusters
  Score: Raw -2047258.213771 + Penalty 4724.981554 = -2042533.232217
  nChanged 3
		SP:Iteration 38Q (6124.150000 sec): 3 clusters
  Score: Raw -2047260.260029 + Penalty 4724.981554 = -2042535.278475
  nChanged 6
		SP:Iteration 39Q (6124.190000 sec): 3 clusters
  Score: Raw -2047267.969718 + Penalty 4724.981554 = -2042542.988164
  nChanged 5
		SP:Iteration 40F (6124.240000 sec): 3 clusters
  Score: Raw -2047271.290810 + Penalty 4724.981554 = -2042546.309256
  nChanged 6
		SP:Iteration 41Q (6124.270000 sec): 3 clusters
  Score: Raw -2047274.997764 + Penalty 4724.981554 = -2042550.016210
  nChanged 5
		SP:Iteration 42Q (6124.310000 sec): 3 clusters
  Score: Raw -2047279.466421 + Penalty 4724.981554 = -2042554.484867
  nChanged 2
		SP:Iteration 43Q (6124.350000 sec): 3 clusters
  Score: Raw -2047280.613829 + Penalty 4724.981554 = -2042555.632275
  nChanged 0
		SP:Iteration 44F (6124.390000 sec): 3 clusters
  Score: Raw -2047280.613829 + Penalty 4724.981554 = -2042555.632275
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69755 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6124.630000 sec): 2 clusters
  Score: Raw -10200814.141916 + Penalty 2765.880607 = -10198048.261310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6124.890000 sec): 3 clusters
  Score: Raw -10156667.496323 + Penalty 5531.761213 = -10151135.735109
  nChanged 32657
		SP:Iteration 1F (6125.150000 sec): 3 clusters
  Score: Raw -10174980.251754 + Penalty 5531.761213 = -10169448.490541
  nChanged 2432
		SP:Iteration 2Q (6125.410000 sec): 3 clusters
  Score: Raw -10175554.279123 + Penalty 5531.761213 = -10170022.517910
  nChanged 2234
		SP:Iteration 3Q (6125.670000 sec): 3 clusters
  Score: Raw -10176108.928343 + Penalty 5531.761213 = -10170577.167130
  nChanged 2299
		SP:Iteration 4Q (6125.930000 sec): 3 clusters
  Score: Raw -10176762.725549 + Penalty 5531.761213 = -10171230.964335
  nChanged 2347
		SP:Iteration 5Q (6126.200000 sec): 3 clusters
  Score: Raw -10177524.427397 + Penalty 5531.761213 = -10171992.666183
  nChanged 2600
		SP:Iteration 6Q (6126.470000 sec): 3 clusters
  Score: Raw -10178528.712823 + Penalty 5531.761213 = -10172996.951610
  nChanged 2866
		SP:Iteration 7Q (6126.730000 sec): 3 clusters
  Score: Raw -10179746.702495 + Penalty 5531.761213 = -10174214.941282
  nChanged 3039
		SP:Iteration 8Q (6126.990000 sec): 3 clusters
  Score: Raw -10181198.831075 + Penalty 5531.761213 = -10175667.069862
  nChanged 3238
		SP:Iteration 9Q (6127.250000 sec): 3 clusters
  Score: Raw -10182982.145507 + Penalty 5531.761213 = -10177450.384294
  nChanged 3408
		SP:Iteration 10Q (6127.510000 sec): 3 clusters
  Score: Raw -10184917.408504 + Penalty 5531.761213 = -10179385.647291
  nChanged 3410
		SP:Iteration 11Q (6127.770000 sec): 3 clusters
  Score: Raw -10187033.868553 + Penalty 5531.761213 = -10181502.107340
  nChanged 3508
		SP:Iteration 12F (6128.030000 sec): 3 clusters
  Score: Raw -10189270.833715 + Penalty 5531.761213 = -10183739.072502
  nChanged 3584
		SP:Iteration 13F (6128.300000 sec): 3 clusters
  Score: Raw -10191645.392119 + Penalty 5531.761213 = -10186113.630906
  nChanged 3510
		SP:Iteration 14F (6128.560000 sec): 3 clusters
  Score: Raw -10194020.793652 + Penalty 5531.761213 = -10188489.032438
  nChanged 3222
		SP:Iteration 15Q (6128.800000 sec): 3 clusters
  Score: Raw -10196150.403202 + Penalty 5531.761213 = -10190618.641988
  nChanged 2517
		SP:Iteration 16Q (6129.020000 sec): 3 clusters
  Score: Raw -10197726.945627 + Penalty 5531.761213 = -10192195.184413
  nChanged 1882
		SP:Iteration 17Q (6129.240000 sec): 3 clusters
  Score: Raw -10198874.492013 + Penalty 5531.761213 = -10193342.730799
  nChanged 1328
		SP:Iteration 18Q (6129.450000 sec): 3 clusters
  Score: Raw -10199624.290725 + Penalty 5531.761213 = -10194092.529512
  nChanged 882
		SP:Iteration 19Q (6129.650000 sec): 3 clusters
  Score: Raw -10200132.679013 + Penalty 5531.761213 = -10194600.917800
  nChanged 600
		SP:Iteration 20F (6129.910000 sec): 3 clusters
  Score: Raw -10200485.920839 + Penalty 5531.761213 = -10194954.159626
  nChanged 396
		SP:Iteration 21Q (6130.110000 sec): 3 clusters
  Score: Raw -10200715.634528 + Penalty 5531.761213 = -10195183.873315
  nChanged 275
		SP:Iteration 22Q (6130.300000 sec): 3 clusters
  Score: Raw -10200875.314233 + Penalty 5531.761213 = -10195343.553020
  nChanged 177
		SP:Iteration 23Q (6130.490000 sec): 3 clusters
  Score: Raw -10200976.427606 + Penalty 5531.761213 = -10195444.666392
  nChanged 138
		SP:Iteration 24Q (6130.680000 sec): 3 clusters
  Score: Raw -10201058.056170 + Penalty 5531.761213 = -10195526.294957
  nChanged 101
		SP:Iteration 25Q (6130.860000 sec): 3 clusters
  Score: Raw -10201114.642369 + Penalty 5531.761213 = -10195582.881155
  nChanged 87
		SP:Iteration 26Q (6131.040000 sec): 3 clusters
  Score: Raw -10201159.822561 + Penalty 5531.761213 = -10195628.061348
  nChanged 62
		SP:Iteration 27Q (6131.230000 sec): 3 clusters
  Score: Raw -10201194.820259 + Penalty 5531.761213 = -10195663.059045
  nChanged 43
		SP:Iteration 28Q (6131.410000 sec): 3 clusters
  Score: Raw -10201216.356367 + Penalty 5531.761213 = -10195684.595153
  nChanged 28
		SP:Iteration 29Q (6131.590000 sec): 3 clusters
  Score: Raw -10201231.408449 + Penalty 5531.761213 = -10195699.647236
  nChanged 25
		SP:Iteration 30Q (6131.770000 sec): 3 clusters
  Score: Raw -10201244.072134 + Penalty 5531.761213 = -10195712.310921
  nChanged 18
		SP:Iteration 31Q (6131.950000 sec): 3 clusters
  Score: Raw -10201253.103383 + Penalty 5531.761213 = -10195721.342170
  nChanged 18
		SP:Iteration 32Q (6132.130000 sec): 3 clusters
  Score: Raw -10201261.687663 + Penalty 5531.761213 = -10195729.926449
  nChanged 16
		SP:Iteration 33Q (6132.310000 sec): 3 clusters
  Score: Raw -10201269.934299 + Penalty 5531.761213 = -10195738.173086
  nChanged 12
		SP:Iteration 34Q (6132.500000 sec): 3 clusters
  Score: Raw -10201276.721122 + Penalty 5531.761213 = -10195744.959909
  nChanged 10
		SP:Iteration 35Q (6132.680000 sec): 3 clusters
  Score: Raw -10201281.244970 + Penalty 5531.761213 = -10195749.483757
  nChanged 7
		SP:Iteration 36Q (6132.860000 sec): 3 clusters
  Score: Raw -10201284.049799 + Penalty 5531.761213 = -10195752.288585
  nChanged 3
		SP:Iteration 37Q (6133.040000 sec): 3 clusters
  Score: Raw -10201286.433945 + Penalty 5531.761213 = -10195754.672732
  nChanged 1
		SP:Iteration 38Q (6133.220000 sec): 3 clusters
  Score: Raw -10201286.965287 + Penalty 5531.761213 = -10195755.204073
  nChanged 2
		SP:Iteration 39Q (6133.400000 sec): 3 clusters
  Score: Raw -10201287.746057 + Penalty 5531.761213 = -10195755.984843
  nChanged 3
		SP:Iteration 40F (6133.650000 sec): 3 clusters
  Score: Raw -10201289.054897 + Penalty 5531.761213 = -10195757.293684
  nChanged 2
		SP:Iteration 41Q (6133.830000 sec): 3 clusters
  Score: Raw -10201289.857367 + Penalty 5531.761213 = -10195758.096153
  nChanged 5
		SP:Iteration 42Q (6134.010000 sec): 3 clusters
  Score: Raw -10201293.006110 + Penalty 5531.761213 = -10195761.244897
  nChanged 7
		SP:Iteration 43Q (6134.200000 sec): 3 clusters
  Score: Raw -10201296.951698 + Penalty 5531.761213 = -10195765.190485
  nChanged 5
		SP:Iteration 44Q (6134.380000 sec): 3 clusters
  Score: Raw -10201299.730139 + Penalty 5531.761213 = -10195767.968925
  nChanged 9
		SP:Iteration 45Q (6134.560000 sec): 3 clusters
  Score: Raw -10201304.691067 + Penalty 5531.761213 = -10195772.929854
  nChanged 9
		SP:Iteration 46Q (6134.740000 sec): 3 clusters
  Score: Raw -10201309.060595 + Penalty 5531.761213 = -10195777.299381
  nChanged 1
		SP:Iteration 47Q (6134.920000 sec): 3 clusters
  Score: Raw -10201309.403539 + Penalty 5531.761213 = -10195777.642326
  nChanged 4
		SP:Iteration 48Q (6135.100000 sec): 3 clusters
  Score: Raw -10201311.262325 + Penalty 5531.761213 = -10195779.501112
  nChanged 2
		SP:Iteration 49Q (6135.280000 sec): 3 clusters
  Score: Raw -10201312.555419 + Penalty 5531.761213 = -10195780.794206
  nChanged 1
		SP:Iteration 50Q (6135.460000 sec): 3 clusters
  Score: Raw -10201313.251567 + Penalty 5531.761213 = -10195781.490354
  nChanged 1
		SP:Iteration 51Q (6135.640000 sec): 3 clusters
  Score: Raw -10201313.608756 + Penalty 5531.761213 = -10195781.847542
  nChanged 0
		SP:Iteration 52F (6135.900000 sec): 3 clusters
  Score: Raw -10201313.608756 + Penalty 5531.761213 = -10195781.847542
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6135.940000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6135.950000 sec): 3 clusters
  Score: Raw -385239.402460 + Penalty 3923.652944 = -381315.749517
  nChanged 919
		SP:Iteration 1F (6135.960000 sec): 3 clusters
  Score: Raw -385827.468568 + Penalty 3923.652944 = -381903.815624
  nChanged 215
		SP:Iteration 2F (6135.970000 sec): 3 clusters
  Score: Raw -385988.943601 + Penalty 3923.652944 = -382065.290657
  nChanged 119
		SP:Iteration 3Q (6135.980000 sec): 3 clusters
  Score: Raw -386063.493424 + Penalty 3923.652944 = -382139.840481
  nChanged 71
		SP:Iteration 4Q (6135.990000 sec): 3 clusters
  Score: Raw -386104.270055 + Penalty 3923.652944 = -382180.617111
  nChanged 46
		SP:Iteration 5Q (6136.000000 sec): 3 clusters
  Score: Raw -386131.179312 + Penalty 3923.652944 = -382207.526369
  nChanged 37
		SP:Iteration 6Q (6136.010000 sec): 3 clusters
  Score: Raw -386152.832406 + Penalty 3923.652944 = -382229.179462
  nChanged 38
		SP:Iteration 7Q (6136.020000 sec): 3 clusters
  Score: Raw -386174.882372 + Penalty 3923.652944 = -382251.229428
  nChanged 26
		SP:Iteration 8Q (6136.030000 sec): 3 clusters
  Score: Raw -386186.255580 + Penalty 3923.652944 = -382262.602636
  nChanged 19
		SP:Iteration 9Q (6136.030000 sec): 3 clusters
  Score: Raw -386193.877937 + Penalty 3923.652944 = -382270.224994
  nChanged 7
		SP:Iteration 10Q (6136.050000 sec): 3 clusters
  Score: Raw -386197.339175 + Penalty 3923.652944 = -382273.686232
  nChanged 10
		SP:Iteration 11Q (6136.050000 sec): 3 clusters
  Score: Raw -386200.542710 + Penalty 3923.652944 = -382276.889767
  nChanged 6
		SP:Iteration 12Q (6136.070000 sec): 3 clusters
  Score: Raw -386203.278197 + Penalty 3923.652944 = -382279.625254
  nChanged 5
		SP:Iteration 13Q (6136.070000 sec): 3 clusters
  Score: Raw -386205.280653 + Penalty 3923.652944 = -382281.627709
  nChanged 4
		SP:Iteration 14Q (6136.090000 sec): 3 clusters
  Score: Raw -386206.760268 + Penalty 3923.652944 = -382283.107325
  nChanged 3
		SP:Iteration 15Q (6136.090000 sec): 3 clusters
  Score: Raw -386207.830851 + Penalty 3923.652944 = -382284.177907
  nChanged 2
		SP:Iteration 16Q (6136.110000 sec): 3 clusters
  Score: Raw -386208.625285 + Penalty 3923.652944 = -382284.972342
  nChanged 1
		SP:Iteration 17Q (6136.110000 sec): 3 clusters
  Score: Raw -386210.998212 + Penalty 3923.652944 = -382287.345269
  nChanged 3
		SP:Iteration 18Q (6136.130000 sec): 3 clusters
  Score: Raw -386212.060766 + Penalty 3923.652944 = -382288.407823
  nChanged 2
		SP:Iteration 19Q (6136.130000 sec): 3 clusters
  Score: Raw -386213.141562 + Penalty 3923.652944 = -382289.488618
  nChanged 2
		SP:Iteration 20F (6136.140000 sec): 3 clusters
  Score: Raw -386214.656488 + Penalty 3923.652944 = -382291.003545
  nChanged 5
		SP:Iteration 21Q (6136.150000 sec): 3 clusters
  Score: Raw -386217.394646 + Penalty 3923.652944 = -382293.741703
  nChanged 5
		SP:Iteration 22Q (6136.160000 sec): 3 clusters
  Score: Raw -386219.904182 + Penalty 3923.652944 = -382296.251239
  nChanged 2
		SP:Iteration 23Q (6136.170000 sec): 3 clusters
  Score: Raw -386220.473563 + Penalty 3923.652944 = -382296.820619
  nChanged 1
		SP:Iteration 24Q (6136.180000 sec): 3 clusters
  Score: Raw -386221.008880 + Penalty 3923.652944 = -382297.355936
  nChanged 2
		SP:Iteration 25Q (6136.190000 sec): 3 clusters
  Score: Raw -386222.566151 + Penalty 3923.652944 = -382298.913208
  nChanged 5
		SP:Iteration 26Q (6136.200000 sec): 3 clusters
  Score: Raw -386224.354829 + Penalty 3923.652944 = -382300.701886
  nChanged 1
		SP:Iteration 27Q (6136.210000 sec): 3 clusters
  Score: Raw -386224.717558 + Penalty 3923.652944 = -382301.064614
  nChanged 0
		SP:Iteration 28F (6136.220000 sec): 3 clusters
  Score: Raw -386224.717558 + Penalty 3923.652944 = -382301.064614
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6136.230000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6136.230000 sec): 3 clusters
  Score: Raw -168865.452315 + Penalty 3494.272938 = -165371.179377
  nChanged 287
		SP:Iteration 1F (6136.240000 sec): 3 clusters
  Score: Raw -169157.405127 + Penalty 3494.272938 = -165663.132189
  nChanged 74
		SP:Iteration 2F (6136.240000 sec): 3 clusters
  Score: Raw -169248.439328 + Penalty 3494.272938 = -165754.166390
  nChanged 42
		SP:Iteration 3Q (6136.250000 sec): 3 clusters
  Score: Raw -169306.428432 + Penalty 3494.272938 = -165812.155494
  nChanged 23
		SP:Iteration 4Q (6136.250000 sec): 3 clusters
  Score: Raw -169334.743646 + Penalty 3494.272938 = -165840.470708
  nChanged 11
		SP:Iteration 5Q (6136.250000 sec): 3 clusters
  Score: Raw -169346.790772 + Penalty 3494.272938 = -165852.517834
  nChanged 9
		SP:Iteration 6Q (6136.260000 sec): 3 clusters
  Score: Raw -169354.921827 + Penalty 3494.272938 = -165860.648889
  nChanged 3
		SP:Iteration 7Q (6136.260000 sec): 3 clusters
  Score: Raw -169357.793908 + Penalty 3494.272938 = -165863.520970
  nChanged 3
		SP:Iteration 8Q (6136.270000 sec): 3 clusters
  Score: Raw -169360.076210 + Penalty 3494.272938 = -165865.803271
  nChanged 1
		SP:Iteration 9Q (6136.270000 sec): 3 clusters
  Score: Raw -169360.460339 + Penalty 3494.272938 = -165866.187401
  nChanged 1
		SP:Iteration 10Q (6136.270000 sec): 3 clusters
  Score: Raw -169361.298594 + Penalty 3494.272938 = -165867.025655
  nChanged 2
		SP:Iteration 11Q (6136.280000 sec): 3 clusters
  Score: Raw -169361.999954 + Penalty 3494.272938 = -165867.727016
  nChanged 0
		SP:Iteration 12F (6136.280000 sec): 3 clusters
  Score: Raw -169361.999954 + Penalty 3494.272938 = -165867.727016
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6136.290000 sec): 2 clusters
  Score: Raw -256828.957112 + Penalty 1864.479917 = -254964.477195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6136.300000 sec): 3 clusters
  Score: Raw -256212.341505 + Penalty 3728.959834 = -252483.381671
  nChanged 598
		SP:Iteration 1F (6136.300000 sec): 3 clusters
  Score: Raw -256714.928652 + Penalty 3728.959834 = -252985.968818
  nChanged 124
		SP:Iteration 2F (6136.310000 sec): 3 clusters
  Score: Raw -256851.932478 + Penalty 3728.959834 = -253122.972644
  nChanged 76
		SP:Iteration 3Q (6136.320000 sec): 3 clusters
  Score: Raw -256928.691268 + Penalty 3728.959834 = -253199.731434
  nChanged 40
		SP:Iteration 4Q (6136.320000 sec): 3 clusters
  Score: Raw -256963.335461 + Penalty 3728.959834 = -253234.375628
  nChanged 32
		SP:Iteration 5Q (6136.330000 sec): 3 clusters
  Score: Raw -256987.874023 + Penalty 3728.959834 = -253258.914189
  nChanged 27
		SP:Iteration 6Q (6136.340000 sec): 3 clusters
  Score: Raw -257010.661283 + Penalty 3728.959834 = -253281.701449
  nChanged 21
		SP:Iteration 7Q (6136.340000 sec): 3 clusters
  Score: Raw -257082.466341 + Penalty 3728.959834 = -253353.506507
  nChanged 30
		SP:Iteration 8Q (6136.350000 sec): 3 clusters
  Score: Raw -257199.445533 + Penalty 3728.959834 = -253470.485699
  nChanged 49
		SP:Iteration 9Q (6136.350000 sec): 3 clusters
  Score: Raw -257287.904679 + Penalty 3728.959834 = -253558.944845
  nChanged 48
		SP:Iteration 10Q (6136.360000 sec): 3 clusters
  Score: Raw -257335.741138 + Penalty 3728.959834 = -253606.781305
  nChanged 38
		SP:Iteration 11Q (6136.370000 sec): 3 clusters
  Score: Raw -257373.701017 + Penalty 3728.959834 = -253644.741183
  nChanged 43
		SP:Iteration 12Q (6136.370000 sec): 3 clusters
  Score: Raw -257413.400980 + Penalty 3728.959834 = -253684.441146
  nChanged 40
		SP:Iteration 13Q (6136.380000 sec): 3 clusters
  Score: Raw -257443.259508 + Penalty 3728.959834 = -253714.299674
  nChanged 43
		SP:Iteration 14Q (6136.390000 sec): 3 clusters
  Score: Raw -257482.269726 + Penalty 3728.959834 = -253753.309892
  nChanged 36
		SP:Iteration 15Q (6136.390000 sec): 3 clusters
  Score: Raw -257510.990815 + Penalty 3728.959834 = -253782.030981
  nChanged 33
		SP:Iteration 16Q (6136.400000 sec): 3 clusters
  Score: Raw -257535.472897 + Penalty 3728.959834 = -253806.513063
  nChanged 27
		SP:Iteration 17Q (6136.400000 sec): 3 clusters
  Score: Raw -257558.750792 + Penalty 3728.959834 = -253829.790958
  nChanged 25
		SP:Iteration 18Q (6136.410000 sec): 3 clusters
  Score: Raw -257578.069450 + Penalty 3728.959834 = -253849.109616
  nChanged 21
		SP:Iteration 19Q (6136.420000 sec): 3 clusters
  Score: Raw -257594.455750 + Penalty 3728.959834 = -253865.495916
  nChanged 23
		SP:Iteration 20F (6136.420000 sec): 3 clusters
  Score: Raw -257612.627534 + Penalty 3728.959834 = -253883.667701
  nChanged 21
		SP:Iteration 21Q (6136.430000 sec): 3 clusters
  Score: Raw -257630.875050 + Penalty 3728.959834 = -253901.915216
  nChanged 22
		SP:Iteration 22Q (6136.430000 sec): 3 clusters
  Score: Raw -257647.799288 + Penalty 3728.959834 = -253918.839454
  nChanged 18
		SP:Iteration 23Q (6136.440000 sec): 3 clusters
  Score: Raw -257665.011057 + Penalty 3728.959834 = -253936.051223
  nChanged 18
		SP:Iteration 24Q (6136.450000 sec): 3 clusters
  Score: Raw -257684.030372 + Penalty 3728.959834 = -253955.070538
  nChanged 23
		SP:Iteration 25Q (6136.450000 sec): 3 clusters
  Score: Raw -257709.531332 + Penalty 3728.959834 = -253980.571498
  nChanged 23
		SP:Iteration 26Q (6136.460000 sec): 3 clusters
  Score: Raw -257729.153338 + Penalty 3728.959834 = -254000.193505
  nChanged 21
		SP:Iteration 27Q (6136.470000 sec): 3 clusters
  Score: Raw -257752.583553 + Penalty 3728.959834 = -254023.623720
  nChanged 15
		SP:Iteration 28Q (6136.470000 sec): 3 clusters
  Score: Raw -257766.203748 + Penalty 3728.959834 = -254037.243915
  nChanged 9
		SP:Iteration 29Q (6136.480000 sec): 3 clusters
  Score: Raw -257775.170359 + Penalty 3728.959834 = -254046.210526
  nChanged 10
		SP:Iteration 30Q (6136.490000 sec): 3 clusters
  Score: Raw -257784.169691 + Penalty 3728.959834 = -254055.209857
  nChanged 2
		SP:Iteration 31Q (6136.490000 sec): 3 clusters
  Score: Raw -257785.480151 + Penalty 3728.959834 = -254056.520317
  nChanged 4
		SP:Iteration 32Q (6136.500000 sec): 3 clusters
  Score: Raw -257788.764744 + Penalty 3728.959834 = -254059.804910
  nChanged 4
		SP:Iteration 33Q (6136.510000 sec): 3 clusters
  Score: Raw -257792.193787 + Penalty 3728.959834 = -254063.233953
  nChanged 5
		SP:Iteration 34Q (6136.510000 sec): 3 clusters
  Score: Raw -257795.084727 + Penalty 3728.959834 = -254066.124893
  nChanged 3
		SP:Iteration 35Q (6136.520000 sec): 3 clusters
  Score: Raw -257796.543557 + Penalty 3728.959834 = -254067.583724
  nChanged 1
		SP:Iteration 36Q (6136.530000 sec): 3 clusters
  Score: Raw -257796.771120 + Penalty 3728.959834 = -254067.811286
  nChanged 1
		SP:Iteration 37Q (6136.540000 sec): 3 clusters
  Score: Raw -257797.088002 + Penalty 3728.959834 = -254068.128169
  nChanged 0
		SP:Iteration 38F (6136.540000 sec): 3 clusters
  Score: Raw -257797.088002 + Penalty 3728.959834 = -254068.128169
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10982 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6136.580000 sec): 2 clusters
  Score: Raw -1678114.868052 + Penalty 2307.395186 = -1675807.472866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6136.620000 sec): 3 clusters
  Score: Raw -1672086.046735 + Penalty 4614.790373 = -1667471.256363
  nChanged 4584
		SP:Iteration 1F (6136.660000 sec): 3 clusters
  Score: Raw -1674592.894299 + Penalty 4614.790373 = -1669978.103926
  nChanged 695
		SP:Iteration 2F (6136.700000 sec): 3 clusters
  Score: Raw -1674908.148884 + Penalty 4614.790373 = -1670293.358512
  nChanged 535
		SP:Iteration 3Q (6136.740000 sec): 3 clusters
  Score: Raw -1675153.689302 + Penalty 4614.790373 = -1670538.898929
  nChanged 513
		SP:Iteration 4Q (6136.780000 sec): 3 clusters
  Score: Raw -1675395.827561 + Penalty 4614.790373 = -1670781.037188
  nChanged 516
		SP:Iteration 5Q (6136.820000 sec): 3 clusters
  Score: Raw -1675696.875898 + Penalty 4614.790373 = -1671082.085525
  nChanged 555
		SP:Iteration 6F (6136.860000 sec): 3 clusters
  Score: Raw -1676081.184498 + Penalty 4614.790373 = -1671466.394126
  nChanged 610
		SP:Iteration 7F (6136.900000 sec): 3 clusters
  Score: Raw -1676549.649155 + Penalty 4614.790373 = -1671934.858783
  nChanged 574
		SP:Iteration 8F (6136.940000 sec): 3 clusters
  Score: Raw -1677051.846901 + Penalty 4614.790373 = -1672437.056528
  nChanged 486
		SP:Iteration 9Q (6136.980000 sec): 3 clusters
  Score: Raw -1677479.239122 + Penalty 4614.790373 = -1672864.448749
  nChanged 342
		SP:Iteration 10Q (6137.010000 sec): 3 clusters
  Score: Raw -1677809.633055 + Penalty 4614.790373 = -1673194.842683
  nChanged 237
		SP:Iteration 11Q (6137.050000 sec): 3 clusters
  Score: Raw -1678030.355360 + Penalty 4614.790373 = -1673415.564988
  nChanged 132
		SP:Iteration 12Q (6137.080000 sec): 3 clusters
  Score: Raw -1678176.644898 + Penalty 4614.790373 = -1673561.854525
  nChanged 66
		SP:Iteration 13Q (6137.110000 sec): 3 clusters
  Score: Raw -1678252.125997 + Penalty 4614.790373 = -1673637.335624
  nChanged 44
		SP:Iteration 14Q (6137.140000 sec): 3 clusters
  Score: Raw -1678306.196410 + Penalty 4614.790373 = -1673691.406038
  nChanged 31
		SP:Iteration 15Q (6137.180000 sec): 3 clusters
  Score: Raw -1678342.531258 + Penalty 4614.790373 = -1673727.740886
  nChanged 15
		SP:Iteration 16Q (6137.200000 sec): 3 clusters
  Score: Raw -1678360.184773 + Penalty 4614.790373 = -1673745.394400
  nChanged 10
		SP:Iteration 17Q (6137.240000 sec): 3 clusters
  Score: Raw -1678370.077419 + Penalty 4614.790373 = -1673755.287047
  nChanged 2
		SP:Iteration 18Q (6137.260000 sec): 3 clusters
  Score: Raw -1678372.624046 + Penalty 4614.790373 = -1673757.833674
  nChanged 2
		SP:Iteration 19Q (6137.290000 sec): 3 clusters
  Score: Raw -1678375.376437 + Penalty 4614.790373 = -1673760.586065
  nChanged 4
		SP:Iteration 20F (6137.330000 sec): 3 clusters
  Score: Raw -1678381.694102 + Penalty 4614.790373 = -1673766.903730
  nChanged 1
		SP:Iteration 21Q (6137.360000 sec): 3 clusters
  Score: Raw -1678383.828456 + Penalty 4614.790373 = -1673769.038083
  nChanged 3
		SP:Iteration 22Q (6137.390000 sec): 3 clusters
  Score: Raw -1678386.640938 + Penalty 4614.790373 = -1673771.850565
  nChanged 2
		SP:Iteration 23Q (6137.420000 sec): 3 clusters
  Score: Raw -1678389.390267 + Penalty 4614.790373 = -1673774.599894
  nChanged 2
		SP:Iteration 24Q (6137.450000 sec): 3 clusters
  Score: Raw -1678391.896658 + Penalty 4614.790373 = -1673777.106285
  nChanged 0
		SP:Iteration 25F (6137.490000 sec): 3 clusters
  Score: Raw -1678391.896658 + Penalty 4614.790373 = -1673777.106285
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6137.540000 sec): 2 clusters
  Score: Raw -1982916.566725 + Penalty 2369.286700 = -1980547.280025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6137.580000 sec): 3 clusters
  Score: Raw -1975039.099029 + Penalty 4738.573400 = -1970300.525629
  nChanged 5933
		SP:Iteration 1F (6137.640000 sec): 3 clusters
  Score: Raw -1978238.729919 + Penalty 4738.573400 = -1973500.156519
  nChanged 911
		SP:Iteration 2F (6137.690000 sec): 3 clusters
  Score: Raw -1978648.720993 + Penalty 4738.573400 = -1973910.147593
  nChanged 723
		SP:Iteration 3F (6137.740000 sec): 3 clusters
  Score: Raw -1978955.629837 + Penalty 4738.573400 = -1974217.056437
  nChanged 664
		SP:Iteration 4Q (6137.790000 sec): 3 clusters
  Score: Raw -1979264.268856 + Penalty 4738.573400 = -1974525.695456
  nChanged 603
		SP:Iteration 5Q (6137.840000 sec): 3 clusters
  Score: Raw -1979540.617900 + Penalty 4738.573400 = -1974802.044500
  nChanged 574
		SP:Iteration 6Q (6137.890000 sec): 3 clusters
  Score: Raw -1979823.698970 + Penalty 4738.573400 = -1975085.125569
  nChanged 563
		SP:Iteration 7Q (6137.940000 sec): 3 clusters
  Score: Raw -1980115.043247 + Penalty 4738.573400 = -1975376.469846
  nChanged 514
		SP:Iteration 8Q (6137.990000 sec): 3 clusters
  Score: Raw -1980398.771537 + Penalty 4738.573400 = -1975660.198137
  nChanged 520
		SP:Iteration 9Q (6138.040000 sec): 3 clusters
  Score: Raw -1980739.745567 + Penalty 4738.573400 = -1976001.172167
  nChanged 597
		SP:Iteration 10Q (6138.100000 sec): 3 clusters
  Score: Raw -1981167.506283 + Penalty 4738.573400 = -1976428.932883
  nChanged 593
		SP:Iteration 11Q (6138.140000 sec): 3 clusters
  Score: Raw -1981603.620916 + Penalty 4738.573400 = -1976865.047516
  nChanged 552
		SP:Iteration 12Q (6138.190000 sec): 3 clusters
  Score: Raw -1981987.198239 + Penalty 4738.573400 = -1977248.624839
  nChanged 450
		SP:Iteration 13Q (6138.240000 sec): 3 clusters
  Score: Raw -1982277.034435 + Penalty 4738.573400 = -1977538.461035
  nChanged 374
		SP:Iteration 14Q (6138.290000 sec): 3 clusters
  Score: Raw -1982499.147974 + Penalty 4738.573400 = -1977760.574573
  nChanged 297
		SP:Iteration 15Q (6138.340000 sec): 3 clusters
  Score: Raw -1982669.533995 + Penalty 4738.573400 = -1977930.960595
  nChanged 266
		SP:Iteration 16Q (6138.380000 sec): 3 clusters
  Score: Raw -1982827.160134 + Penalty 4738.573400 = -1978088.586734
  nChanged 251
		SP:Iteration 17Q (6138.430000 sec): 3 clusters
  Score: Raw -1983002.017936 + Penalty 4738.573400 = -1978263.444535
  nChanged 256
		SP:Iteration 18Q (6138.470000 sec): 3 clusters
  Score: Raw -1983183.513373 + Penalty 4738.573400 = -1978444.939973
  nChanged 223
		SP:Iteration 19Q (6138.520000 sec): 3 clusters
  Score: Raw -1983349.579169 + Penalty 4738.573400 = -1978611.005769
  nChanged 198
		SP:Iteration 20F (6138.570000 sec): 3 clusters
  Score: Raw -1983517.321389 + Penalty 4738.573400 = -1978778.747989
  nChanged 202
		SP:Iteration 21Q (6138.610000 sec): 3 clusters
  Score: Raw -1983670.998889 + Penalty 4738.573400 = -1978932.425489
  nChanged 165
		SP:Iteration 22Q (6138.660000 sec): 3 clusters
  Score: Raw -1983780.784426 + Penalty 4738.573400 = -1979042.211026
  nChanged 116
		SP:Iteration 23Q (6138.700000 sec): 3 clusters
  Score: Raw -1983837.410838 + Penalty 4738.573400 = -1979098.837438
  nChanged 93
		SP:Iteration 24Q (6138.740000 sec): 3 clusters
  Score: Raw -1983873.438518 + Penalty 4738.573400 = -1979134.865118
  nChanged 67
		SP:Iteration 25Q (6138.780000 sec): 3 clusters
  Score: Raw -1983899.140626 + Penalty 4738.573400 = -1979160.567226
  nChanged 57
		SP:Iteration 26Q (6138.820000 sec): 3 clusters
  Score: Raw -1983918.637029 + Penalty 4738.573400 = -1979180.063629
  nChanged 38
		SP:Iteration 27Q (6138.860000 sec): 3 clusters
  Score: Raw -1983930.275925 + Penalty 4738.573400 = -1979191.702525
  nChanged 30
		SP:Iteration 28Q (6138.900000 sec): 3 clusters
  Score: Raw -1983936.761488 + Penalty 4738.573400 = -1979198.188087
  nChanged 16
		SP:Iteration 29Q (6138.940000 sec): 3 clusters
  Score: Raw -1983940.803403 + Penalty 4738.573400 = -1979202.230003
  nChanged 15
		SP:Iteration 30Q (6138.980000 sec): 3 clusters
  Score: Raw -1983944.247757 + Penalty 4738.573400 = -1979205.674356
  nChanged 6
		SP:Iteration 31Q (6139.020000 sec): 3 clusters
  Score: Raw -1983946.040266 + Penalty 4738.573400 = -1979207.466866
  nChanged 9
		SP:Iteration 32Q (6139.060000 sec): 3 clusters
  Score: Raw -1983948.583558 + Penalty 4738.573400 = -1979210.010158
  nChanged 7
		SP:Iteration 33Q (6139.100000 sec): 3 clusters
  Score: Raw -1983950.461117 + Penalty 4738.573400 = -1979211.887717
  nChanged 7
		SP:Iteration 34Q (6139.140000 sec): 3 clusters
  Score: Raw -1983952.216218 + Penalty 4738.573400 = -1979213.642818
  nChanged 7
		SP:Iteration 35Q (6139.180000 sec): 3 clusters
  Score: Raw -1983954.038474 + Penalty 4738.573400 = -1979215.465074
  nChanged 11
		SP:Iteration 36Q (6139.220000 sec): 3 clusters
  Score: Raw -1983957.037973 + Penalty 4738.573400 = -1979218.464573
  nChanged 4
		SP:Iteration 37Q (6139.260000 sec): 3 clusters
  Score: Raw -1983958.122558 + Penalty 4738.573400 = -1979219.549158
  nChanged 3
		SP:Iteration 38Q (6139.300000 sec): 3 clusters
  Score: Raw -1983958.904125 + Penalty 4738.573400 = -1979220.330725
  nChanged 4
		SP:Iteration 39Q (6139.350000 sec): 3 clusters
  Score: Raw -1983960.281902 + Penalty 4738.573400 = -1979221.708502
  nChanged 4
		SP:Iteration 40F (6139.400000 sec): 3 clusters
  Score: Raw -1983961.094111 + Penalty 4738.573400 = -1979222.520711
  nChanged 1
		SP:Iteration 41Q (6139.440000 sec): 3 clusters
  Score: Raw -1983961.310739 + Penalty 4738.573400 = -1979222.737339
  nChanged 1
		SP:Iteration 42Q (6139.480000 sec): 3 clusters
  Score: Raw -1983961.425907 + Penalty 4738.573400 = -1979222.852507
  nChanged 0
		SP:Iteration 43F (6139.530000 sec): 3 clusters
  Score: Raw -1983961.425907 + Penalty 4738.573400 = -1979222.852507
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6139.540000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6139.540000 sec): 3 clusters
  Score: Raw -73228.295170 + Penalty 3074.445443 = -70153.849726
  nChanged 77
		SP:Iteration 1F (6139.540000 sec): 3 clusters
  Score: Raw -73396.906994 + Penalty 3074.445443 = -70322.461551
  nChanged 23
		SP:Iteration 2Q (6139.540000 sec): 3 clusters
  Score: Raw -73450.240012 + Penalty 3074.445443 = -70375.794568
  nChanged 7
		SP:Iteration 3Q (6139.540000 sec): 3 clusters
  Score: Raw -73467.843453 + Penalty 3074.445443 = -70393.398010
  nChanged 0
		SP:Iteration 4F (6139.550000 sec): 3 clusters
  Score: Raw -73467.843453 + Penalty 3074.445443 = -70393.398010
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6139.560000 sec): 2 clusters
  Score: Raw -311489.106091 + Penalty 1906.964035 = -309582.142056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6139.560000 sec): 3 clusters
  Score: Raw -310632.275392 + Penalty 3813.928069 = -306818.347322
  nChanged 698
		SP:Iteration 1F (6139.570000 sec): 3 clusters
  Score: Raw -311149.262769 + Penalty 3813.928069 = -307335.334700
  nChanged 172
		SP:Iteration 2F (6139.580000 sec): 3 clusters
  Score: Raw -311293.977171 + Penalty 3813.928069 = -307480.049102
  nChanged 100
		SP:Iteration 3Q (6139.590000 sec): 3 clusters
  Score: Raw -311369.308850 + Penalty 3813.928069 = -307555.380781
  nChanged 54
		SP:Iteration 4Q (6139.600000 sec): 3 clusters
  Score: Raw -311420.954933 + Penalty 3813.928069 = -307607.026864
  nChanged 45
		SP:Iteration 5Q (6139.600000 sec): 3 clusters
  Score: Raw -311458.205838 + Penalty 3813.928069 = -307644.277769
  nChanged 51
		SP:Iteration 6Q (6139.610000 sec): 3 clusters
  Score: Raw -311493.979406 + Penalty 3813.928069 = -307680.051337
  nChanged 36
		SP:Iteration 7Q (6139.620000 sec): 3 clusters
  Score: Raw -311519.137883 + Penalty 3813.928069 = -307705.209814
  nChanged 34
		SP:Iteration 8Q (6139.630000 sec): 3 clusters
  Score: Raw -311547.057429 + Penalty 3813.928069 = -307733.129360
  nChanged 31
		SP:Iteration 9Q (6139.640000 sec): 3 clusters
  Score: Raw -311568.477937 + Penalty 3813.928069 = -307754.549867
  nChanged 24
		SP:Iteration 10Q (6139.640000 sec): 3 clusters
  Score: Raw -311586.449302 + Penalty 3813.928069 = -307772.521233
  nChanged 21
		SP:Iteration 11Q (6139.650000 sec): 3 clusters
  Score: Raw -311600.043255 + Penalty 3813.928069 = -307786.115185
  nChanged 14
		SP:Iteration 12Q (6139.660000 sec): 3 clusters
  Score: Raw -311610.635734 + Penalty 3813.928069 = -307796.707665
  nChanged 16
		SP:Iteration 13Q (6139.670000 sec): 3 clusters
  Score: Raw -311621.339097 + Penalty 3813.928069 = -307807.411028
  nChanged 9
		SP:Iteration 14Q (6139.680000 sec): 3 clusters
  Score: Raw -311627.268888 + Penalty 3813.928069 = -307813.340819
  nChanged 7
		SP:Iteration 15Q (6139.680000 sec): 3 clusters
  Score: Raw -311632.001267 + Penalty 3813.928069 = -307818.073198
  nChanged 9
		SP:Iteration 16Q (6139.690000 sec): 3 clusters
  Score: Raw -311638.534626 + Penalty 3813.928069 = -307824.606557
  nChanged 4
		SP:Iteration 17Q (6139.700000 sec): 3 clusters
  Score: Raw -311640.500436 + Penalty 3813.928069 = -307826.572367
  nChanged 3
		SP:Iteration 18Q (6139.710000 sec): 3 clusters
  Score: Raw -311642.898421 + Penalty 3813.928069 = -307828.970351
  nChanged 8
		SP:Iteration 19Q (6139.710000 sec): 3 clusters
  Score: Raw -311647.220765 + Penalty 3813.928069 = -307833.292696
  nChanged 8
		SP:Iteration 20F (6139.720000 sec): 3 clusters
  Score: Raw -311651.493298 + Penalty 3813.928069 = -307837.565229
  nChanged 6
		SP:Iteration 21Q (6139.730000 sec): 3 clusters
  Score: Raw -311654.539265 + Penalty 3813.928069 = -307840.611196
  nChanged 3
		SP:Iteration 22Q (6139.740000 sec): 3 clusters
  Score: Raw -311656.429103 + Penalty 3813.928069 = -307842.501034
  nChanged 3
		SP:Iteration 23Q (6139.740000 sec): 3 clusters
  Score: Raw -311657.712982 + Penalty 3813.928069 = -307843.784912
  nChanged 2
		SP:Iteration 24Q (6139.750000 sec): 3 clusters
  Score: Raw -311658.726485 + Penalty 3813.928069 = -307844.798416
  nChanged 3
		SP:Iteration 25Q (6139.760000 sec): 3 clusters
  Score: Raw -311660.051641 + Penalty 3813.928069 = -307846.123572
  nChanged 3
		SP:Iteration 26Q (6139.770000 sec): 3 clusters
  Score: Raw -311661.513074 + Penalty 3813.928069 = -307847.585005
  nChanged 2
		SP:Iteration 27Q (6139.780000 sec): 3 clusters
  Score: Raw -311662.232468 + Penalty 3813.928069 = -307848.304398
  nChanged 0
		SP:Iteration 28F (6139.780000 sec): 3 clusters
  Score: Raw -311662.232468 + Penalty 3813.928069 = -307848.304398
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6139.890000 sec): 2 clusters
  Score: Raw -4609956.300480 + Penalty 2569.215725 = -4607387.084755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6140.010000 sec): 3 clusters
  Score: Raw -4590736.269221 + Penalty 5138.431450 = -4585597.837770
  nChanged 14289
		SP:Iteration 1F (6140.120000 sec): 3 clusters
  Score: Raw -4598736.633875 + Penalty 5138.431450 = -4593598.202425
  nChanged 1623
		SP:Iteration 2F (6140.240000 sec): 3 clusters
  Score: Raw -4599469.532734 + Penalty 5138.431450 = -4594331.101284
  nChanged 1631
		SP:Iteration 3F (6140.360000 sec): 3 clusters
  Score: Raw -4600428.624003 + Penalty 5138.431450 = -4595290.192552
  nChanged 1756
		SP:Iteration 4F (6140.470000 sec): 3 clusters
  Score: Raw -4601525.433761 + Penalty 5138.431450 = -4596387.002310
  nChanged 1841
		SP:Iteration 5F (6140.590000 sec): 3 clusters
  Score: Raw -4602621.522285 + Penalty 5138.431450 = -4597483.090834
  nChanged 1780
		SP:Iteration 6F (6140.710000 sec): 3 clusters
  Score: Raw -4603546.382146 + Penalty 5138.431450 = -4598407.950696
  nChanged 1687
		SP:Iteration 7F (6140.830000 sec): 3 clusters
  Score: Raw -4604322.886341 + Penalty 5138.431450 = -4599184.454890
  nChanged 1444
		SP:Iteration 8Q (6140.950000 sec): 3 clusters
  Score: Raw -4604889.543571 + Penalty 5138.431450 = -4599751.112121
  nChanged 1217
		SP:Iteration 9Q (6141.060000 sec): 3 clusters
  Score: Raw -4605364.396417 + Penalty 5138.431450 = -4600225.964966
  nChanged 1031
		SP:Iteration 10Q (6141.190000 sec): 3 clusters
  Score: Raw -4605765.026978 + Penalty 5138.431450 = -4600626.595528
  nChanged 879
		SP:Iteration 11Q (6141.310000 sec): 3 clusters
  Score: Raw -4606098.095004 + Penalty 5138.431450 = -4600959.663554
  nChanged 763
		SP:Iteration 12Q (6141.430000 sec): 3 clusters
  Score: Raw -4606417.703542 + Penalty 5138.431450 = -4601279.272091
  nChanged 675
		SP:Iteration 13Q (6141.540000 sec): 3 clusters
  Score: Raw -4606686.457807 + Penalty 5138.431450 = -4601548.026356
  nChanged 609
		SP:Iteration 14Q (6141.660000 sec): 3 clusters
  Score: Raw -4606906.320565 + Penalty 5138.431450 = -4601767.889115
  nChanged 531
		SP:Iteration 15Q (6141.770000 sec): 3 clusters
  Score: Raw -4607078.370763 + Penalty 5138.431450 = -4601939.939313
  nChanged 514
		SP:Iteration 16Q (6141.890000 sec): 3 clusters
  Score: Raw -4607238.268059 + Penalty 5138.431450 = -4602099.836609
  nChanged 506
		SP:Iteration 17Q (6142.000000 sec): 3 clusters
  Score: Raw -4607402.049624 + Penalty 5138.431450 = -4602263.618174
  nChanged 525
		SP:Iteration 18Q (6142.120000 sec): 3 clusters
  Score: Raw -4607574.869777 + Penalty 5138.431450 = -4602436.438326
  nChanged 509
		SP:Iteration 19Q (6142.230000 sec): 3 clusters
  Score: Raw -4607740.393073 + Penalty 5138.431450 = -4602601.961623
  nChanged 510
		SP:Iteration 20F (6142.350000 sec): 3 clusters
  Score: Raw -4607907.884152 + Penalty 5138.431450 = -4602769.452702
  nChanged 504
		SP:Iteration 21Q (6142.470000 sec): 3 clusters
  Score: Raw -4608080.719805 + Penalty 5138.431450 = -4602942.288355
  nChanged 527
		SP:Iteration 22Q (6142.580000 sec): 3 clusters
  Score: Raw -4608302.526222 + Penalty 5138.431450 = -4603164.094771
  nChanged 557
		SP:Iteration 23Q (6142.690000 sec): 3 clusters
  Score: Raw -4608579.183019 + Penalty 5138.431450 = -4603440.751569
  nChanged 549
		SP:Iteration 24Q (6142.810000 sec): 3 clusters
  Score: Raw -4608994.151204 + Penalty 5138.431450 = -4603855.719754
  nChanged 528
		SP:Iteration 25Q (6142.930000 sec): 3 clusters
  Score: Raw -4609647.449496 + Penalty 5138.431450 = -4604509.018045
  nChanged 497
		SP:Iteration 26Q (6143.030000 sec): 3 clusters
  Score: Raw -4610180.593010 + Penalty 5138.431450 = -4605042.161560
  nChanged 421
		SP:Iteration 27Q (6143.140000 sec): 3 clusters
  Score: Raw -4610427.796515 + Penalty 5138.431450 = -4605289.365065
  nChanged 322
		SP:Iteration 28Q (6143.230000 sec): 3 clusters
  Score: Raw -4610579.694681 + Penalty 5138.431450 = -4605441.263231
  nChanged 254
		SP:Iteration 29Q (6143.330000 sec): 3 clusters
  Score: Raw -4610674.674654 + Penalty 5138.431450 = -4605536.243204
  nChanged 198
		SP:Iteration 30Q (6143.430000 sec): 3 clusters
  Score: Raw -4610739.548633 + Penalty 5138.431450 = -4605601.117182
  nChanged 167
		SP:Iteration 31Q (6143.520000 sec): 3 clusters
  Score: Raw -4610793.338334 + Penalty 5138.431450 = -4605654.906883
  nChanged 131
		SP:Iteration 32Q (6143.610000 sec): 3 clusters
  Score: Raw -4610834.476294 + Penalty 5138.431450 = -4605696.044844
  nChanged 118
		SP:Iteration 33Q (6143.700000 sec): 3 clusters
  Score: Raw -4610866.350207 + Penalty 5138.431450 = -4605727.918757
  nChanged 93
		SP:Iteration 34Q (6143.790000 sec): 3 clusters
  Score: Raw -4610885.982090 + Penalty 5138.431450 = -4605747.550639
  nChanged 68
		SP:Iteration 35Q (6143.880000 sec): 3 clusters
  Score: Raw -4610900.379479 + Penalty 5138.431450 = -4605761.948029
  nChanged 65
		SP:Iteration 36Q (6143.970000 sec): 3 clusters
  Score: Raw -4610914.320099 + Penalty 5138.431450 = -4605775.888649
  nChanged 48
		SP:Iteration 37Q (6144.060000 sec): 3 clusters
  Score: Raw -4610922.972590 + Penalty 5138.431450 = -4605784.541140
  nChanged 43
		SP:Iteration 38Q (6144.150000 sec): 3 clusters
  Score: Raw -4610931.082801 + Penalty 5138.431450 = -4605792.651351
  nChanged 40
		SP:Iteration 39Q (6144.240000 sec): 3 clusters
  Score: Raw -4610936.968660 + Penalty 5138.431450 = -4605798.537209
  nChanged 28
		SP:Iteration 40F (6144.360000 sec): 3 clusters
  Score: Raw -4610940.897680 + Penalty 5138.431450 = -4605802.466230
  nChanged 15
		SP:Iteration 41Q (6144.450000 sec): 3 clusters
  Score: Raw -4610942.659269 + Penalty 5138.431450 = -4605804.227819
  nChanged 19
		SP:Iteration 42Q (6144.530000 sec): 3 clusters
  Score: Raw -4610945.774284 + Penalty 5138.431450 = -4605807.342834
  nChanged 21
		SP:Iteration 43Q (6144.630000 sec): 3 clusters
  Score: Raw -4610948.802869 + Penalty 5138.431450 = -4605810.371418
  nChanged 14
		SP:Iteration 44Q (6144.720000 sec): 3 clusters
  Score: Raw -4610950.898219 + Penalty 5138.431450 = -4605812.466768
  nChanged 13
		SP:Iteration 45Q (6144.810000 sec): 3 clusters
  Score: Raw -4610953.320342 + Penalty 5138.431450 = -4605814.888892
  nChanged 17
		SP:Iteration 46Q (6144.900000 sec): 3 clusters
  Score: Raw -4610956.190403 + Penalty 5138.431450 = -4605817.758953
  nChanged 17
		SP:Iteration 47Q (6144.990000 sec): 3 clusters
  Score: Raw -4610958.635425 + Penalty 5138.431450 = -4605820.203974
  nChanged 12
		SP:Iteration 48Q (6145.070000 sec): 3 clusters
  Score: Raw -4610960.692645 + Penalty 5138.431450 = -4605822.261195
  nChanged 12
		SP:Iteration 49Q (6145.170000 sec): 3 clusters
  Score: Raw -4610962.871174 + Penalty 5138.431450 = -4605824.439724
  nChanged 13
		SP:Iteration 50Q (6145.250000 sec): 3 clusters
  Score: Raw -4610964.864558 + Penalty 5138.431450 = -4605826.433107
  nChanged 11
		SP:Iteration 51Q (6145.350000 sec): 3 clusters
  Score: Raw -4610966.279815 + Penalty 5138.431450 = -4605827.848364
  nChanged 12
		SP:Iteration 52Q (6145.430000 sec): 3 clusters
  Score: Raw -4610968.218808 + Penalty 5138.431450 = -4605829.787358
  nChanged 8
		SP:Iteration 53Q (6145.520000 sec): 3 clusters
  Score: Raw -4610969.086698 + Penalty 5138.431450 = -4605830.655248
  nChanged 8
		SP:Iteration 54Q (6145.610000 sec): 3 clusters
  Score: Raw -4610970.155724 + Penalty 5138.431450 = -4605831.724274
  nChanged 13
		SP:Iteration 55Q (6145.700000 sec): 3 clusters
  Score: Raw -4610972.050076 + Penalty 5138.431450 = -4605833.618625
  nChanged 12
		SP:Iteration 56Q (6145.790000 sec): 3 clusters
  Score: Raw -4610974.028909 + Penalty 5138.431450 = -4605835.597458
  nChanged 13
		SP:Iteration 57Q (6145.880000 sec): 3 clusters
  Score: Raw -4610976.019182 + Penalty 5138.431450 = -4605837.587731
  nChanged 10
		SP:Iteration 58Q (6145.970000 sec): 3 clusters
  Score: Raw -4610976.966267 + Penalty 5138.431450 = -4605838.534816
  nChanged 7
		SP:Iteration 59Q (6146.060000 sec): 3 clusters
  Score: Raw -4610978.380306 + Penalty 5138.431450 = -4605839.948855
  nChanged 5
		SP:Iteration 60F (6146.180000 sec): 3 clusters
  Score: Raw -4610979.178492 + Penalty 5138.431450 = -4605840.747041
  nChanged 2
		SP:Iteration 61Q (6146.270000 sec): 3 clusters
  Score: Raw -4610979.520312 + Penalty 5138.431450 = -4605841.088861
  nChanged 3
		SP:Iteration 62Q (6146.350000 sec): 3 clusters
  Score: Raw -4610980.152672 + Penalty 5138.431450 = -4605841.721221
  nChanged 4
		SP:Iteration 63Q (6146.440000 sec): 3 clusters
  Score: Raw -4610980.616572 + Penalty 5138.431450 = -4605842.185122
  nChanged 0
		SP:Iteration 64F (6146.560000 sec): 3 clusters
  Score: Raw -4610980.616572 + Penalty 5138.431450 = -4605842.185122
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6146.880000 sec): 2 clusters
  Score: Raw -14358984.401597 + Penalty 2852.096023 = -14356132.305574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6147.250000 sec): 3 clusters
  Score: Raw -14295541.318803 + Penalty 5704.192045 = -14289837.126757
  nChanged 46632
		SP:Iteration 1F (6147.620000 sec): 3 clusters
  Score: Raw -14322168.193453 + Penalty 5704.192045 = -14316464.001407
  nChanged 3316
		SP:Iteration 2Q (6147.990000 sec): 3 clusters
  Score: Raw -14323020.240922 + Penalty 5704.192045 = -14317316.048877
  nChanged 3706
		SP:Iteration 3Q (6148.370000 sec): 3 clusters
  Score: Raw -14324241.102240 + Penalty 5704.192045 = -14318536.910194
  nChanged 4661
		SP:Iteration 4Q (6148.740000 sec): 3 clusters
  Score: Raw -14326264.477993 + Penalty 5704.192045 = -14320560.285948
  nChanged 5926
		SP:Iteration 5F (6149.110000 sec): 3 clusters
  Score: Raw -14329647.425954 + Penalty 5704.192045 = -14323943.233909
  nChanged 7268
		SP:Iteration 6F (6149.470000 sec): 3 clusters
  Score: Raw -14334676.928272 + Penalty 5704.192045 = -14328972.736227
  nChanged 7798
		SP:Iteration 7F (6149.840000 sec): 3 clusters
  Score: Raw -14340749.062624 + Penalty 5704.192045 = -14335044.870579
  nChanged 7055
		SP:Iteration 8F (6150.200000 sec): 3 clusters
  Score: Raw -14346598.123043 + Penalty 5704.192045 = -14340893.930997
  nChanged 5590
		SP:Iteration 9F (6150.570000 sec): 3 clusters
  Score: Raw -14351303.870554 + Penalty 5704.192045 = -14345599.678509
  nChanged 3941
		SP:Iteration 10Q (6150.930000 sec): 3 clusters
  Score: Raw -14354640.233301 + Penalty 5704.192045 = -14348936.041255
  nChanged 2628
		SP:Iteration 11Q (6151.270000 sec): 3 clusters
  Score: Raw -14356758.788408 + Penalty 5704.192045 = -14351054.596363
  nChanged 1597
		SP:Iteration 12Q (6151.590000 sec): 3 clusters
  Score: Raw -14357962.324079 + Penalty 5704.192045 = -14352258.132034
  nChanged 991
		SP:Iteration 13Q (6151.890000 sec): 3 clusters
  Score: Raw -14358642.488213 + Penalty 5704.192045 = -14352938.296168
  nChanged 602
		SP:Iteration 14Q (6152.170000 sec): 3 clusters
  Score: Raw -14359021.354807 + Penalty 5704.192045 = -14353317.162762
  nChanged 392
		SP:Iteration 15Q (6152.450000 sec): 3 clusters
  Score: Raw -14359259.644534 + Penalty 5704.192045 = -14353555.452489
  nChanged 270
		SP:Iteration 16Q (6152.720000 sec): 3 clusters
  Score: Raw -14359411.472970 + Penalty 5704.192045 = -14353707.280925
  nChanged 167
		SP:Iteration 17Q (6152.980000 sec): 3 clusters
  Score: Raw -14359491.548245 + Penalty 5704.192045 = -14353787.356199
  nChanged 127
		SP:Iteration 18Q (6153.250000 sec): 3 clusters
  Score: Raw -14359552.601993 + Penalty 5704.192045 = -14353848.409948
  nChanged 87
		SP:Iteration 19Q (6153.510000 sec): 3 clusters
  Score: Raw -14359596.749384 + Penalty 5704.192045 = -14353892.557338
  nChanged 75
		SP:Iteration 20F (6153.870000 sec): 3 clusters
  Score: Raw -14359632.983095 + Penalty 5704.192045 = -14353928.791050
  nChanged 43
		SP:Iteration 21Q (6154.140000 sec): 3 clusters
  Score: Raw -14359651.111886 + Penalty 5704.192045 = -14353946.919841
  nChanged 35
		SP:Iteration 22Q (6154.400000 sec): 3 clusters
  Score: Raw -14359667.146273 + Penalty 5704.192045 = -14353962.954228
  nChanged 30
		SP:Iteration 23Q (6154.660000 sec): 3 clusters
  Score: Raw -14359680.252139 + Penalty 5704.192045 = -14353976.060093
  nChanged 28
		SP:Iteration 24Q (6154.920000 sec): 3 clusters
  Score: Raw -14359692.872795 + Penalty 5704.192045 = -14353988.680749
  nChanged 21
		SP:Iteration 25Q (6155.180000 sec): 3 clusters
  Score: Raw -14359702.954180 + Penalty 5704.192045 = -14353998.762135
  nChanged 22
		SP:Iteration 26Q (6155.440000 sec): 3 clusters
  Score: Raw -14359709.777540 + Penalty 5704.192045 = -14354005.585494
  nChanged 18
		SP:Iteration 27Q (6155.700000 sec): 3 clusters
  Score: Raw -14359715.645779 + Penalty 5704.192045 = -14354011.453734
  nChanged 9
		SP:Iteration 28Q (6155.960000 sec): 3 clusters
  Score: Raw -14359719.155745 + Penalty 5704.192045 = -14354014.963699
  nChanged 6
		SP:Iteration 29Q (6156.220000 sec): 3 clusters
  Score: Raw -14359720.797563 + Penalty 5704.192045 = -14354016.605517
  nChanged 8
		SP:Iteration 30Q (6156.470000 sec): 3 clusters
  Score: Raw -14359722.465552 + Penalty 5704.192045 = -14354018.273507
  nChanged 4
		SP:Iteration 31Q (6156.730000 sec): 3 clusters
  Score: Raw -14359724.041370 + Penalty 5704.192045 = -14354019.849324
  nChanged 7
		SP:Iteration 32Q (6156.990000 sec): 3 clusters
  Score: Raw -14359726.278569 + Penalty 5704.192045 = -14354022.086524
  nChanged 7
		SP:Iteration 33Q (6157.250000 sec): 3 clusters
  Score: Raw -14359728.630977 + Penalty 5704.192045 = -14354024.438932
  nChanged 6
		SP:Iteration 34Q (6157.500000 sec): 3 clusters
  Score: Raw -14359730.446365 + Penalty 5704.192045 = -14354026.254320
  nChanged 5
		SP:Iteration 35Q (6157.760000 sec): 3 clusters
  Score: Raw -14359731.970035 + Penalty 5704.192045 = -14354027.777990
  nChanged 4
		SP:Iteration 36Q (6158.020000 sec): 3 clusters
  Score: Raw -14359733.096226 + Penalty 5704.192045 = -14354028.904181
  nChanged 3
		SP:Iteration 37Q (6158.280000 sec): 3 clusters
  Score: Raw -14359734.488074 + Penalty 5704.192045 = -14354030.296028
  nChanged 4
		SP:Iteration 38Q (6158.540000 sec): 3 clusters
  Score: Raw -14359735.506073 + Penalty 5704.192045 = -14354031.314028
  nChanged 2
		SP:Iteration 39Q (6158.800000 sec): 3 clusters
  Score: Raw -14359735.885172 + Penalty 5704.192045 = -14354031.693126
  nChanged 1
		SP:Iteration 40F (6159.150000 sec): 3 clusters
  Score: Raw -14359736.346249 + Penalty 5704.192045 = -14354032.154204
  nChanged 1
		SP:Iteration 41Q (6159.410000 sec): 3 clusters
  Score: Raw -14359736.452177 + Penalty 5704.192045 = -14354032.260132
  nChanged 0
		SP:Iteration 42F (6159.770000 sec): 3 clusters
  Score: Raw -14359736.452177 + Penalty 5704.192045 = -14354032.260132
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (35958 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6159.900000 sec): 2 clusters
  Score: Raw -5574860.925316 + Penalty 2601.546504 = -5572259.378813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6160.040000 sec): 3 clusters
  Score: Raw -5553046.410932 + Penalty 5203.093007 = -5547843.317924
  nChanged 16210
		SP:Iteration 1F (6160.170000 sec): 3 clusters
  Score: Raw -5561834.573737 + Penalty 5203.093007 = -5556631.480730
  nChanged 1582
		SP:Iteration 2Q (6160.310000 sec): 3 clusters
  Score: Raw -5562330.128823 + Penalty 5203.093007 = -5557127.035816
  nChanged 1506
		SP:Iteration 3Q (6160.440000 sec): 3 clusters
  Score: Raw -5562830.112653 + Penalty 5203.093007 = -5557627.019645
  nChanged 1510
		SP:Iteration 4Q (6160.580000 sec): 3 clusters
  Score: Raw -5563341.323338 + Penalty 5203.093007 = -5558138.230331
  nChanged 1529
		SP:Iteration 5Q (6160.720000 sec): 3 clusters
  Score: Raw -5563936.910547 + Penalty 5203.093007 = -5558733.817539
  nChanged 1684
		SP:Iteration 6Q (6160.850000 sec): 3 clusters
  Score: Raw -5564749.981586 + Penalty 5203.093007 = -5559546.888579
  nChanged 2009
		SP:Iteration 7F (6160.980000 sec): 3 clusters
  Score: Raw -5565932.799465 + Penalty 5203.093007 = -5560729.706457
  nChanged 2346
		SP:Iteration 8F (6161.120000 sec): 3 clusters
  Score: Raw -5567664.837470 + Penalty 5203.093007 = -5562461.744462
  nChanged 2646
		SP:Iteration 9F (6161.250000 sec): 3 clusters
  Score: Raw -5569867.293126 + Penalty 5203.093007 = -5564664.200118
  nChanged 2261
		SP:Iteration 10F (6161.380000 sec): 3 clusters
  Score: Raw -5571824.023278 + Penalty 5203.093007 = -5566620.930271
  nChanged 1709
		SP:Iteration 11Q (6161.510000 sec): 3 clusters
  Score: Raw -5573323.739958 + Penalty 5203.093007 = -5568120.646950
  nChanged 1049
		SP:Iteration 12Q (6161.630000 sec): 3 clusters
  Score: Raw -5574208.938347 + Penalty 5203.093007 = -5569005.845340
  nChanged 551
		SP:Iteration 13Q (6161.740000 sec): 3 clusters
  Score: Raw -5574657.426664 + Penalty 5203.093007 = -5569454.333656
  nChanged 298
		SP:Iteration 14Q (6161.850000 sec): 3 clusters
  Score: Raw -5574903.750802 + Penalty 5203.093007 = -5569700.657794
  nChanged 171
		SP:Iteration 15Q (6161.960000 sec): 3 clusters
  Score: Raw -5575036.661835 + Penalty 5203.093007 = -5569833.568828
  nChanged 96
		SP:Iteration 16Q (6162.060000 sec): 3 clusters
  Score: Raw -5575105.966797 + Penalty 5203.093007 = -5569902.873789
  nChanged 41
		SP:Iteration 17Q (6162.160000 sec): 3 clusters
  Score: Raw -5575141.276316 + Penalty 5203.093007 = -5569938.183309
  nChanged 35
		SP:Iteration 18Q (6162.250000 sec): 3 clusters
  Score: Raw -5575173.873073 + Penalty 5203.093007 = -5569970.780066
  nChanged 31
		SP:Iteration 19Q (6162.350000 sec): 3 clusters
  Score: Raw -5575204.337619 + Penalty 5203.093007 = -5570001.244612
  nChanged 19
		SP:Iteration 20F (6162.480000 sec): 3 clusters
  Score: Raw -5575221.425043 + Penalty 5203.093007 = -5570018.332035
  nChanged 16
		SP:Iteration 21Q (6162.580000 sec): 3 clusters
  Score: Raw -5575234.438600 + Penalty 5203.093007 = -5570031.345593
  nChanged 13
		SP:Iteration 22Q (6162.670000 sec): 3 clusters
  Score: Raw -5575245.749999 + Penalty 5203.093007 = -5570042.656992
  nChanged 8
		SP:Iteration 23Q (6162.770000 sec): 3 clusters
  Score: Raw -5575252.869047 + Penalty 5203.093007 = -5570049.776040
  nChanged 7
		SP:Iteration 24Q (6162.860000 sec): 3 clusters
  Score: Raw -5575257.872443 + Penalty 5203.093007 = -5570054.779436
  nChanged 2
		SP:Iteration 25Q (6162.960000 sec): 3 clusters
  Score: Raw -5575259.244509 + Penalty 5203.093007 = -5570056.151502
  nChanged 1
		SP:Iteration 26Q (6163.060000 sec): 3 clusters
  Score: Raw -5575259.850822 + Penalty 5203.093007 = -5570056.757814
  nChanged 0
		SP:Iteration 27F (6163.180000 sec): 3 clusters
  Score: Raw -5575259.850822 + Penalty 5203.093007 = -5570056.757814
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6163.500000 sec): 2 clusters
  Score: Raw -14571645.785738 + Penalty 2851.814599 = -14568793.971140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6163.870000 sec): 3 clusters
  Score: Raw -14508350.427906 + Penalty 5703.629197 = -14502646.798709
  nChanged 46631
		SP:Iteration 1F (6164.240000 sec): 3 clusters
  Score: Raw -14535039.243784 + Penalty 5703.629197 = -14529335.614587
  nChanged 3606
		SP:Iteration 2Q (6164.610000 sec): 3 clusters
  Score: Raw -14536071.315018 + Penalty 5703.629197 = -14530367.685821
  nChanged 4158
		SP:Iteration 3Q (6164.980000 sec): 3 clusters
  Score: Raw -14537527.152963 + Penalty 5703.629197 = -14531823.523766
  nChanged 4925
		SP:Iteration 4Q (6165.360000 sec): 3 clusters
  Score: Raw -14539613.324783 + Penalty 5703.629197 = -14533909.695585
  nChanged 5749
		SP:Iteration 5F (6165.720000 sec): 3 clusters
  Score: Raw -14542583.617729 + Penalty 5703.629197 = -14536879.988532
  nChanged 6552
		SP:Iteration 6F (6166.090000 sec): 3 clusters
  Score: Raw -14546601.726693 + Penalty 5703.629197 = -14540898.097496
  nChanged 6995
		SP:Iteration 7F (6166.450000 sec): 3 clusters
  Score: Raw -14551461.959012 + Penalty 5703.629197 = -14545758.329815
  nChanged 6813
		SP:Iteration 8F (6166.820000 sec): 3 clusters
  Score: Raw -14556568.810663 + Penalty 5703.629197 = -14550865.181466
  nChanged 6057
		SP:Iteration 9F (6167.180000 sec): 3 clusters
  Score: Raw -14561402.250840 + Penalty 5703.629197 = -14555698.621643
  nChanged 4830
		SP:Iteration 10Q (6167.550000 sec): 3 clusters
  Score: Raw -14565405.455747 + Penalty 5703.629197 = -14559701.826550
  nChanged 3501
		SP:Iteration 11Q (6167.920000 sec): 3 clusters
  Score: Raw -14568327.792099 + Penalty 5703.629197 = -14562624.162902
  nChanged 2188
		SP:Iteration 12Q (6168.280000 sec): 3 clusters
  Score: Raw -14570063.050200 + Penalty 5703.629197 = -14564359.421003
  nChanged 1224
		SP:Iteration 13Q (6168.610000 sec): 3 clusters
  Score: Raw -14570974.625152 + Penalty 5703.629197 = -14565270.995955
  nChanged 671
		SP:Iteration 14Q (6168.910000 sec): 3 clusters
  Score: Raw -14571447.790461 + Penalty 5703.629197 = -14565744.161264
  nChanged 351
		SP:Iteration 15Q (6169.200000 sec): 3 clusters
  Score: Raw -14571694.462921 + Penalty 5703.629197 = -14565990.833724
  nChanged 197
		SP:Iteration 16Q (6169.480000 sec): 3 clusters
  Score: Raw -14571827.529987 + Penalty 5703.629197 = -14566123.900790
  nChanged 118
		SP:Iteration 17Q (6169.740000 sec): 3 clusters
  Score: Raw -14571912.173345 + Penalty 5703.629197 = -14566208.544148
  nChanged 74
		SP:Iteration 18Q (6170.010000 sec): 3 clusters
  Score: Raw -14571963.030696 + Penalty 5703.629197 = -14566259.401499
  nChanged 56
		SP:Iteration 19Q (6170.280000 sec): 3 clusters
  Score: Raw -14572000.885759 + Penalty 5703.629197 = -14566297.256562
  nChanged 40
		SP:Iteration 20F (6170.630000 sec): 3 clusters
  Score: Raw -14572032.039951 + Penalty 5703.629197 = -14566328.410754
  nChanged 35
		SP:Iteration 21Q (6170.900000 sec): 3 clusters
  Score: Raw -14572053.658851 + Penalty 5703.629197 = -14566350.029654
  nChanged 23
		SP:Iteration 22Q (6171.160000 sec): 3 clusters
  Score: Raw -14572065.922534 + Penalty 5703.629197 = -14566362.293337
  nChanged 19
		SP:Iteration 23Q (6171.420000 sec): 3 clusters
  Score: Raw -14572075.402697 + Penalty 5703.629197 = -14566371.773500
  nChanged 4
		SP:Iteration 24Q (6171.680000 sec): 3 clusters
  Score: Raw -14572076.649157 + Penalty 5703.629197 = -14566373.019960
  nChanged 2
		SP:Iteration 25Q (6171.940000 sec): 3 clusters
  Score: Raw -14572077.626648 + Penalty 5703.629197 = -14566373.997451
  nChanged 4
		SP:Iteration 26Q (6172.200000 sec): 3 clusters
  Score: Raw -14572078.759821 + Penalty 5703.629197 = -14566375.130624
  nChanged 1
		SP:Iteration 27Q (6172.460000 sec): 3 clusters
  Score: Raw -14572078.995340 + Penalty 5703.629197 = -14566375.366143
  nChanged 0
		SP:Iteration 28F (6172.820000 sec): 3 clusters
  Score: Raw -14572078.995340 + Penalty 5703.629197 = -14566375.366143
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6172.860000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6172.860000 sec): 3 clusters
  Score: Raw -22166.532876 + Penalty 2547.356025 = -19619.176851
  nChanged 7
		SP:Iteration 1Q (6172.860000 sec): 3 clusters
  Score: Raw -22198.481180 + Penalty 2547.356025 = -19651.125156
  nChanged 1
		SP:Iteration 2Q (6172.860000 sec): 3 clusters
  Score: Raw -22200.578093 + Penalty 2547.356025 = -19653.222068
  nChanged 0
		SP:Iteration 3F (6172.860000 sec): 3 clusters
  Score: Raw -22200.578093 + Penalty 2547.356025 = -19653.222068
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51085 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6173.040000 sec): 2 clusters
  Score: Raw -7502022.996858 + Penalty 2688.629055 = -7499334.367803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6173.230000 sec): 3 clusters
  Score: Raw -7470331.815752 + Penalty 5377.258111 = -7464954.557641
  nChanged 23560
		SP:Iteration 1F (6173.420000 sec): 3 clusters
  Score: Raw -7483317.507514 + Penalty 5377.258111 = -7477940.249403
  nChanged 2374
		SP:Iteration 2Q (6173.610000 sec): 3 clusters
  Score: Raw -7484174.832711 + Penalty 5377.258111 = -7478797.574600
  nChanged 2524
		SP:Iteration 3Q (6173.800000 sec): 3 clusters
  Score: Raw -7485175.902333 + Penalty 5377.258111 = -7479798.644222
  nChanged 2745
		SP:Iteration 4F (6173.990000 sec): 3 clusters
  Score: Raw -7486426.030820 + Penalty 5377.258111 = -7481048.772710
  nChanged 3007
		SP:Iteration 5F (6174.180000 sec): 3 clusters
  Score: Raw -7487970.643032 + Penalty 5377.258111 = -7482593.384921
  nChanged 3055
		SP:Iteration 6F (6174.370000 sec): 3 clusters
  Score: Raw -7489480.728886 + Penalty 5377.258111 = -7484103.470775
  nChanged 2802
		SP:Iteration 7F (6174.560000 sec): 3 clusters
  Score: Raw -7490799.300133 + Penalty 5377.258111 = -7485422.042022
  nChanged 2351
		SP:Iteration 8Q (6174.750000 sec): 3 clusters
  Score: Raw -7491764.114564 + Penalty 5377.258111 = -7486386.856453
  nChanged 1912
		SP:Iteration 9Q (6174.940000 sec): 3 clusters
  Score: Raw -7492545.698577 + Penalty 5377.258111 = -7487168.440466
  nChanged 1664
		SP:Iteration 10Q (6175.130000 sec): 3 clusters
  Score: Raw -7493300.277367 + Penalty 5377.258111 = -7487923.019256
  nChanged 1577
		SP:Iteration 11Q (6175.320000 sec): 3 clusters
  Score: Raw -7494125.076387 + Penalty 5377.258111 = -7488747.818276
  nChanged 1492
		SP:Iteration 12Q (6175.520000 sec): 3 clusters
  Score: Raw -7494998.029229 + Penalty 5377.258111 = -7489620.771118
  nChanged 1423
		SP:Iteration 13Q (6175.710000 sec): 3 clusters
  Score: Raw -7495907.646886 + Penalty 5377.258111 = -7490530.388775
  nChanged 1308
		SP:Iteration 14Q (6175.900000 sec): 3 clusters
  Score: Raw -7496752.201460 + Penalty 5377.258111 = -7491374.943349
  nChanged 1198
		SP:Iteration 15Q (6176.080000 sec): 3 clusters
  Score: Raw -7497437.032714 + Penalty 5377.258111 = -7492059.774603
  nChanged 1002
		SP:Iteration 16Q (6176.260000 sec): 3 clusters
  Score: Raw -7497956.026835 + Penalty 5377.258111 = -7492578.768724
  nChanged 874
		SP:Iteration 17Q (6176.430000 sec): 3 clusters
  Score: Raw -7498391.318715 + Penalty 5377.258111 = -7493014.060604
  nChanged 798
		SP:Iteration 18Q (6176.590000 sec): 3 clusters
  Score: Raw -7498759.716019 + Penalty 5377.258111 = -7493382.457908
  nChanged 748
		SP:Iteration 19Q (6176.750000 sec): 3 clusters
  Score: Raw -7499093.909767 + Penalty 5377.258111 = -7493716.651656
  nChanged 716
		SP:Iteration 20F (6176.940000 sec): 3 clusters
  Score: Raw -7499414.734377 + Penalty 5377.258111 = -7494037.476266
  nChanged 622
		SP:Iteration 21Q (6177.100000 sec): 3 clusters
  Score: Raw -7499682.801425 + Penalty 5377.258111 = -7494305.543314
  nChanged 573
		SP:Iteration 22Q (6177.250000 sec): 3 clusters
  Score: Raw -7499933.296244 + Penalty 5377.258111 = -7494556.038133
  nChanged 537
		SP:Iteration 23Q (6177.410000 sec): 3 clusters
  Score: Raw -7500169.574433 + Penalty 5377.258111 = -7494792.316322
  nChanged 505
		SP:Iteration 24Q (6177.560000 sec): 3 clusters
  Score: Raw -7500399.289445 + Penalty 5377.258111 = -7495022.031334
  nChanged 469
		SP:Iteration 25Q (6177.700000 sec): 3 clusters
  Score: Raw -7500608.316415 + Penalty 5377.258111 = -7495231.058304
  nChanged 394
		SP:Iteration 26Q (6177.850000 sec): 3 clusters
  Score: Raw -7500786.826704 + Penalty 5377.258111 = -7495409.568593
  nChanged 363
		SP:Iteration 27Q (6178.000000 sec): 3 clusters
  Score: Raw -7500947.236175 + Penalty 5377.258111 = -7495569.978064
  nChanged 321
		SP:Iteration 28Q (6178.140000 sec): 3 clusters
  Score: Raw -7501090.988299 + Penalty 5377.258111 = -7495713.730188
  nChanged 290
		SP:Iteration 29Q (6178.280000 sec): 3 clusters
  Score: Raw -7501215.515911 + Penalty 5377.258111 = -7495838.257800
  nChanged 234
		SP:Iteration 30Q (6178.430000 sec): 3 clusters
  Score: Raw -7501316.028067 + Penalty 5377.258111 = -7495938.769956
  nChanged 219
		SP:Iteration 31Q (6178.570000 sec): 3 clusters
  Score: Raw -7501413.074411 + Penalty 5377.258111 = -7496035.816300
  nChanged 186
		SP:Iteration 32Q (6178.710000 sec): 3 clusters
  Score: Raw -7501490.279232 + Penalty 5377.258111 = -7496113.021121
  nChanged 180
		SP:Iteration 33Q (6178.840000 sec): 3 clusters
  Score: Raw -7501570.816014 + Penalty 5377.258111 = -7496193.557903
  nChanged 179
		SP:Iteration 34Q (6178.980000 sec): 3 clusters
  Score: Raw -7501651.611025 + Penalty 5377.258111 = -7496274.352915
  nChanged 160
		SP:Iteration 35Q (6179.120000 sec): 3 clusters
  Score: Raw -7501730.901770 + Penalty 5377.258111 = -7496353.643659
  nChanged 141
		SP:Iteration 36Q (6179.260000 sec): 3 clusters
  Score: Raw -7501807.207797 + Penalty 5377.258111 = -7496429.949686
  nChanged 131
		SP:Iteration 37Q (6179.390000 sec): 3 clusters
  Score: Raw -7501876.345110 + Penalty 5377.258111 = -7496499.087000
  nChanged 111
		SP:Iteration 38Q (6179.530000 sec): 3 clusters
  Score: Raw -7501943.948512 + Penalty 5377.258111 = -7496566.690401
  nChanged 97
		SP:Iteration 39Q (6179.660000 sec): 3 clusters
  Score: Raw -7502000.493434 + Penalty 5377.258111 = -7496623.235324
  nChanged 87
		SP:Iteration 40F (6179.840000 sec): 3 clusters
  Score: Raw -7502055.401569 + Penalty 5377.258111 = -7496678.143459
  nChanged 70
		SP:Iteration 41Q (6179.980000 sec): 3 clusters
  Score: Raw -7502109.324040 + Penalty 5377.258111 = -7496732.065929
  nChanged 60
		SP:Iteration 42Q (6180.110000 sec): 3 clusters
  Score: Raw -7502146.012235 + Penalty 5377.258111 = -7496768.754124
  nChanged 54
		SP:Iteration 43Q (6180.240000 sec): 3 clusters
  Score: Raw -7502175.134511 + Penalty 5377.258111 = -7496797.876401
  nChanged 33
		SP:Iteration 44Q (6180.380000 sec): 3 clusters
  Score: Raw -7502194.474315 + Penalty 5377.258111 = -7496817.216205
  nChanged 29
		SP:Iteration 45Q (6180.510000 sec): 3 clusters
  Score: Raw -7502209.836929 + Penalty 5377.258111 = -7496832.578819
  nChanged 28
		SP:Iteration 46Q (6180.640000 sec): 3 clusters
  Score: Raw -7502227.341599 + Penalty 5377.258111 = -7496850.083488
  nChanged 18
		SP:Iteration 47Q (6180.770000 sec): 3 clusters
  Score: Raw -7502236.797346 + Penalty 5377.258111 = -7496859.539235
  nChanged 16
		SP:Iteration 48Q (6180.900000 sec): 3 clusters
  Score: Raw -7502246.048864 + Penalty 5377.258111 = -7496868.790753
  nChanged 16
		SP:Iteration 49Q (6181.040000 sec): 3 clusters
  Score: Raw -7502256.879518 + Penalty 5377.258111 = -7496879.621407
  nChanged 12
		SP:Iteration 50Q (6181.160000 sec): 3 clusters
  Score: Raw -7502263.293086 + Penalty 5377.258111 = -7496886.034975
  nChanged 3
		SP:Iteration 51Q (6181.300000 sec): 3 clusters
  Score: Raw -7502265.412989 + Penalty 5377.258111 = -7496888.154878
  nChanged 5
		SP:Iteration 52Q (6181.430000 sec): 3 clusters
  Score: Raw -7502269.680169 + Penalty 5377.258111 = -7496892.422058
  nChanged 11
		SP:Iteration 53Q (6181.560000 sec): 3 clusters
  Score: Raw -7502277.602384 + Penalty 5377.258111 = -7496900.344273
  nChanged 11
		SP:Iteration 54Q (6181.700000 sec): 3 clusters
  Score: Raw -7502282.909346 + Penalty 5377.258111 = -7496905.651236
  nChanged 11
		SP:Iteration 55Q (6181.830000 sec): 3 clusters
  Score: Raw -7502289.962826 + Penalty 5377.258111 = -7496912.704715
  nChanged 15
		SP:Iteration 56Q (6181.960000 sec): 3 clusters
  Score: Raw -7502298.522677 + Penalty 5377.258111 = -7496921.264566
  nChanged 9
		SP:Iteration 57Q (6182.100000 sec): 3 clusters
  Score: Raw -7502304.670010 + Penalty 5377.258111 = -7496927.411900
  nChanged 7
		SP:Iteration 58Q (6182.230000 sec): 3 clusters
  Score: Raw -7502308.767494 + Penalty 5377.258111 = -7496931.509383
  nChanged 5
		SP:Iteration 59Q (6182.360000 sec): 3 clusters
  Score: Raw -7502311.925234 + Penalty 5377.258111 = -7496934.667123
  nChanged 7
		SP:Iteration 60F (6182.540000 sec): 3 clusters
  Score: Raw -7502316.443849 + Penalty 5377.258111 = -7496939.185738
  nChanged 5
		SP:Iteration 61Q (6182.670000 sec): 3 clusters
  Score: Raw -7502318.955834 + Penalty 5377.258111 = -7496941.697723
  nChanged 3
		SP:Iteration 62Q (6182.800000 sec): 3 clusters
  Score: Raw -7502320.724549 + Penalty 5377.258111 = -7496943.466438
  nChanged 6
		SP:Iteration 63Q (6182.930000 sec): 3 clusters
  Score: Raw -7502323.543771 + Penalty 5377.258111 = -7496946.285661
  nChanged 6
		SP:Iteration 64Q (6183.070000 sec): 3 clusters
  Score: Raw -7502327.657164 + Penalty 5377.258111 = -7496950.399053
  nChanged 6
		SP:Iteration 65Q (6183.190000 sec): 3 clusters
  Score: Raw -7502332.215304 + Penalty 5377.258111 = -7496954.957193
  nChanged 6
		SP:Iteration 66Q (6183.330000 sec): 3 clusters
  Score: Raw -7502336.821486 + Penalty 5377.258111 = -7496959.563375
  nChanged 5
		SP:Iteration 67Q (6183.450000 sec): 3 clusters
  Score: Raw -7502340.623882 + Penalty 5377.258111 = -7496963.365771
  nChanged 8
		SP:Iteration 68Q (6183.590000 sec): 3 clusters
  Score: Raw -7502346.020322 + Penalty 5377.258111 = -7496968.762212
  nChanged 8
		SP:Iteration 69Q (6183.710000 sec): 3 clusters
  Score: Raw -7502351.423641 + Penalty 5377.258111 = -7496974.165530
  nChanged 5
		SP:Iteration 70Q (6183.840000 sec): 3 clusters
  Score: Raw -7502353.961556 + Penalty 5377.258111 = -7496976.703445
  nChanged 3
		SP:Iteration 71Q (6183.970000 sec): 3 clusters
  Score: Raw -7502355.651872 + Penalty 5377.258111 = -7496978.393761
  nChanged 4
		SP:Iteration 72Q (6184.100000 sec): 3 clusters
  Score: Raw -7502358.098854 + Penalty 5377.258111 = -7496980.840744
  nChanged 5
		SP:Iteration 73Q (6184.230000 sec): 3 clusters
  Score: Raw -7502360.006645 + Penalty 5377.258111 = -7496982.748535
  nChanged 1
		SP:Iteration 74Q (6184.370000 sec): 3 clusters
  Score: Raw -7502360.510682 + Penalty 5377.258111 = -7496983.252571
  nChanged 1
		SP:Iteration 75Q (6184.490000 sec): 3 clusters
  Score: Raw -7502360.916182 + Penalty 5377.258111 = -7496983.658071
  nChanged 2
		SP:Iteration 76Q (6184.630000 sec): 3 clusters
  Score: Raw -7502362.630459 + Penalty 5377.258111 = -7496985.372348
  nChanged 2
		SP:Iteration 77Q (6184.750000 sec): 3 clusters
  Score: Raw -7502364.427600 + Penalty 5377.258111 = -7496987.169489
  nChanged 5
		SP:Iteration 78Q (6184.890000 sec): 3 clusters
  Score: Raw -7502367.644727 + Penalty 5377.258111 = -7496990.386616
  nChanged 1
		SP:Iteration 79Q (6185.020000 sec): 3 clusters
  Score: Raw -7502368.488477 + Penalty 5377.258111 = -7496991.230366
  nChanged 2
		SP:Iteration 80F (6185.200000 sec): 3 clusters
  Score: Raw -7502369.447784 + Penalty 5377.258111 = -7496992.189673
  nChanged 1
		SP:Iteration 81Q (6185.330000 sec): 3 clusters
  Score: Raw -7502370.424937 + Penalty 5377.258111 = -7496993.166826
  nChanged 1
		SP:Iteration 82Q (6185.460000 sec): 3 clusters
  Score: Raw -7502371.038266 + Penalty 5377.258111 = -7496993.780156
  nChanged 0
		SP:Iteration 83F (6185.650000 sec): 3 clusters
  Score: Raw -7502371.038266 + Penalty 5377.258111 = -7496993.780156
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6185.680000 sec): 2 clusters
  Score: Raw -78986.204222 + Penalty 1532.644130 = -77453.560092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6185.690000 sec): 3 clusters
  Score: Raw -79217.831438 + Penalty 3065.288260 = -76152.543177
  nChanged 119
		SP:Iteration 1F (6185.690000 sec): 3 clusters
  Score: Raw -79635.929113 + Penalty 3065.288260 = -76570.640853
  nChanged 63
		SP:Iteration 2F (6185.690000 sec): 3 clusters
  Score: Raw -79893.827447 + Penalty 3065.288260 = -76828.539187
  nChanged 38
		SP:Iteration 3F (6185.690000 sec): 3 clusters
  Score: Raw -80072.279338 + Penalty 3065.288260 = -77006.991078
  nChanged 21
		SP:Iteration 4Q (6185.690000 sec): 3 clusters
  Score: Raw -80226.687993 + Penalty 3065.288260 = -77161.399733
  nChanged 13
		SP:Iteration 5Q (6185.700000 sec): 3 clusters
  Score: Raw -80287.556409 + Penalty 3065.288260 = -77222.268149
  nChanged 7
		SP:Iteration 6Q (6185.700000 sec): 3 clusters
  Score: Raw -80333.474441 + Penalty 3065.288260 = -77268.186181
  nChanged 3
		SP:Iteration 7Q (6185.700000 sec): 3 clusters
  Score: Raw -80360.869048 + Penalty 3065.288260 = -77295.580788
  nChanged 1
		SP:Iteration 8Q (6185.700000 sec): 3 clusters
  Score: Raw -80483.037019 + Penalty 3065.288260 = -77417.748759
  nChanged 0
		SP:Iteration 9F (6185.700000 sec): 3 clusters
  Score: Raw -80489.069462 + Penalty 3065.288260 = -77423.781202
  nChanged 1
		SP:Iteration 10Q (6185.700000 sec): 3 clusters
  Score: Raw -80523.534890 + Penalty 3065.288260 = -77458.246629
  nChanged 1
		SP:Iteration 11Q (6185.700000 sec): 3 clusters
  Score: Raw -80529.838655 + Penalty 3065.288260 = -77464.550395
  nChanged 0
		SP:Iteration 12F (6185.700000 sec): 3 clusters
  Score: Raw -80529.838655 + Penalty 3065.288260 = -77464.550395
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 39.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6185.710000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6185.720000 sec): 3 clusters
  Score: Raw -68237.580717 + Penalty 3055.958832 = -65181.621886
  nChanged 78
		SP:Iteration 1F (6185.720000 sec): 3 clusters
  Score: Raw -68407.692547 + Penalty 3055.958832 = -65351.733715
  nChanged 21
		SP:Iteration 2Q (6185.720000 sec): 3 clusters
  Score: Raw -68456.842693 + Penalty 3055.958832 = -65400.883861
  nChanged 12
		SP:Iteration 3Q (6185.720000 sec): 3 clusters
  Score: Raw -68504.374351 + Penalty 3055.958832 = -65448.415520
  nChanged 5
		SP:Iteration 4Q (6185.720000 sec): 3 clusters
  Score: Raw -68522.188610 + Penalty 3055.958832 = -65466.229778
  nChanged 2
		SP:Iteration 5Q (6185.720000 sec): 3 clusters
  Score: Raw -68524.514256 + Penalty 3055.958832 = -65468.555424
  nChanged 1
		SP:Iteration 6Q (6185.720000 sec): 3 clusters
  Score: Raw -68526.201818 + Penalty 3055.958832 = -65470.242986
  nChanged 1
		SP:Iteration 7Q (6185.730000 sec): 3 clusters
  Score: Raw -68528.865132 + Penalty 3055.958832 = -65472.906300
  nChanged 1
		SP:Iteration 8Q (6185.730000 sec): 3 clusters
  Score: Raw -68529.779011 + Penalty 3055.958832 = -65473.820179
  nChanged 0
		SP:Iteration 9F (6185.730000 sec): 3 clusters
  Score: Raw -68529.779011 + Penalty 3055.958832 = -65473.820179
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (268687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6186.620000 sec): 2 clusters
  Score: Raw -39759824.110697 + Penalty 3100.322998 = -39756723.787699
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6187.620000 sec): 3 clusters
  Score: Raw -39582317.790404 + Penalty 6200.645997 = -39576117.144408
  nChanged 129957
		SP:Iteration 1F (6188.620000 sec): 3 clusters
  Score: Raw -39658759.457768 + Penalty 6200.645997 = -39652558.811772
  nChanged 6659
		SP:Iteration 2Q (6189.660000 sec): 3 clusters
  Score: Raw -39659946.839804 + Penalty 6200.645997 = -39653746.193807
  nChanged 7047
		SP:Iteration 3Q (6190.670000 sec): 3 clusters
  Score: Raw -39661322.880103 + Penalty 6200.645997 = -39655122.234106
  nChanged 7429
		SP:Iteration 4Q (6191.690000 sec): 3 clusters
  Score: Raw -39662904.523588 + Penalty 6200.645997 = -39656703.877592
  nChanged 8079
		SP:Iteration 5Q (6192.710000 sec): 3 clusters
  Score: Raw -39664754.278929 + Penalty 6200.645997 = -39658553.632933
  nChanged 8494
		SP:Iteration 6Q (6193.730000 sec): 3 clusters
  Score: Raw -39666830.185824 + Penalty 6200.645997 = -39660629.539827
  nChanged 9056
		SP:Iteration 7Q (6194.750000 sec): 3 clusters
  Score: Raw -39669073.651718 + Penalty 6200.645997 = -39662873.005721
  nChanged 9149
		SP:Iteration 8Q (6195.760000 sec): 3 clusters
  Score: Raw -39671345.610728 + Penalty 6200.645997 = -39665144.964731
  nChanged 9276
		SP:Iteration 9Q (6196.780000 sec): 3 clusters
  Score: Raw -39673688.847347 + Penalty 6200.645997 = -39667488.201351
  nChanged 9044
		SP:Iteration 10Q (6197.790000 sec): 3 clusters
  Score: Raw -39675929.294174 + Penalty 6200.645997 = -39669728.648177
  nChanged 8793
		SP:Iteration 11Q (6198.810000 sec): 3 clusters
  Score: Raw -39678020.671191 + Penalty 6200.645997 = -39671820.025195
  nChanged 8407
		SP:Iteration 12Q (6199.830000 sec): 3 clusters
  Score: Raw -39680090.089585 + Penalty 6200.645997 = -39673889.443588
  nChanged 8548
		SP:Iteration 13Q (6200.850000 sec): 3 clusters
  Score: Raw -39682401.859178 + Penalty 6200.645997 = -39676201.213182
  nChanged 8986
		SP:Iteration 14Q (6201.860000 sec): 3 clusters
  Score: Raw -39685140.545063 + Penalty 6200.645997 = -39678939.899066
  nChanged 9821
		SP:Iteration 15Q (6202.880000 sec): 3 clusters
  Score: Raw -39688699.426847 + Penalty 6200.645997 = -39682498.780851
  nChanged 11235
		SP:Iteration 16Q (6203.880000 sec): 3 clusters
  Score: Raw -39693664.865328 + Penalty 6200.645997 = -39687464.219331
  nChanged 13261
		SP:Iteration 17Q (6204.900000 sec): 3 clusters
  Score: Raw -39700823.066675 + Penalty 6200.645997 = -39694622.420679
  nChanged 15200
		SP:Iteration 18F (6205.890000 sec): 3 clusters
  Score: Raw -39710583.298954 + Penalty 6200.645997 = -39704382.652957
  nChanged 16240
		SP:Iteration 19F (6206.880000 sec): 3 clusters
  Score: Raw -39722748.375957 + Penalty 6200.645997 = -39716547.729960
  nChanged 15339
		SP:Iteration 20F (6207.860000 sec): 3 clusters
  Score: Raw -39735771.702526 + Penalty 6200.645997 = -39729571.056530
  nChanged 12226
		SP:Iteration 21Q (6208.870000 sec): 3 clusters
  Score: Raw -39747210.845224 + Penalty 6200.645997 = -39741010.199228
  nChanged 7818
		SP:Iteration 22Q (6209.850000 sec): 3 clusters
  Score: Raw -39754764.794792 + Penalty 6200.645997 = -39748564.148795
  nChanged 3665
		SP:Iteration 23Q (6210.710000 sec): 3 clusters
  Score: Raw -39758240.307140 + Penalty 6200.645997 = -39752039.661143
  nChanged 1307
		SP:Iteration 24Q (6211.460000 sec): 3 clusters
  Score: Raw -39759476.101105 + Penalty 6200.645997 = -39753275.455108
  nChanged 378
		SP:Iteration 25Q (6212.150000 sec): 3 clusters
  Score: Raw -39759873.624997 + Penalty 6200.645997 = -39753672.979000
  nChanged 113
		SP:Iteration 26Q (6212.800000 sec): 3 clusters
  Score: Raw -39760020.532350 + Penalty 6200.645997 = -39753819.886353
  nChanged 48
		SP:Iteration 27Q (6213.470000 sec): 3 clusters
  Score: Raw -39760081.348954 + Penalty 6200.645997 = -39753880.702957
  nChanged 26
		SP:Iteration 28Q (6214.170000 sec): 3 clusters
  Score: Raw -39760116.621786 + Penalty 6200.645997 = -39753915.975789
  nChanged 16
		SP:Iteration 29Q (6214.850000 sec): 3 clusters
  Score: Raw -39760134.959247 + Penalty 6200.645997 = -39753934.313250
  nChanged 9
		SP:Iteration 30Q (6215.530000 sec): 3 clusters
  Score: Raw -39760148.255468 + Penalty 6200.645997 = -39753947.609471
  nChanged 14
		SP:Iteration 31Q (6216.210000 sec): 3 clusters
  Score: Raw -39760167.699288 + Penalty 6200.645997 = -39753967.053292
  nChanged 9
		SP:Iteration 32Q (6216.890000 sec): 3 clusters
  Score: Raw -39760179.799529 + Penalty 6200.645997 = -39753979.153533
  nChanged 8
		SP:Iteration 33Q (6217.560000 sec): 3 clusters
  Score: Raw -39760191.950321 + Penalty 6200.645997 = -39753991.304324
  nChanged 6
		SP:Iteration 34Q (6218.240000 sec): 3 clusters
  Score: Raw -39760199.636631 + Penalty 6200.645997 = -39753998.990635
  nChanged 9
		SP:Iteration 35Q (6218.920000 sec): 3 clusters
  Score: Raw -39760208.077561 + Penalty 6200.645997 = -39754007.431564
  nChanged 3
		SP:Iteration 36Q (6219.600000 sec): 3 clusters
  Score: Raw -39760210.756045 + Penalty 6200.645997 = -39754010.110049
  nChanged 1
		SP:Iteration 37Q (6220.270000 sec): 3 clusters
  Score: Raw -39760211.481424 + Penalty 6200.645997 = -39754010.835427
  nChanged 0
		SP:Iteration 38F (6221.250000 sec): 3 clusters
  Score: Raw -39760211.481424 + Penalty 6200.645997 = -39754010.835427
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6221.440000 sec): 2 clusters
  Score: Raw -5134074.891526 + Penalty 2584.644570 = -5131490.246956
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6221.570000 sec): 3 clusters
  Score: Raw -5113799.399414 + Penalty 5169.289140 = -5108630.110274
  nChanged 15125
		SP:Iteration 1F (6221.690000 sec): 3 clusters
  Score: Raw -5122174.879786 + Penalty 5169.289140 = -5117005.590646
  nChanged 1522
		SP:Iteration 2Q (6221.810000 sec): 3 clusters
  Score: Raw -5122663.940296 + Penalty 5169.289140 = -5117494.651156
  nChanged 1430
		SP:Iteration 3Q (6221.940000 sec): 3 clusters
  Score: Raw -5123152.652717 + Penalty 5169.289140 = -5117983.363577
  nChanged 1391
		SP:Iteration 4Q (6222.070000 sec): 3 clusters
  Score: Raw -5123696.593185 + Penalty 5169.289140 = -5118527.304045
  nChanged 1453
		SP:Iteration 5Q (6222.190000 sec): 3 clusters
  Score: Raw -5124327.850207 + Penalty 5169.289140 = -5119158.561067
  nChanged 1616
		SP:Iteration 6Q (6222.320000 sec): 3 clusters
  Score: Raw -5125107.307067 + Penalty 5169.289140 = -5119938.017927
  nChanged 1680
		SP:Iteration 7F (6222.450000 sec): 3 clusters
  Score: Raw -5126015.902550 + Penalty 5169.289140 = -5120846.613410
  nChanged 1828
		SP:Iteration 8F (6222.570000 sec): 3 clusters
  Score: Raw -5127071.340464 + Penalty 5169.289140 = -5121902.051324
  nChanged 1815
		SP:Iteration 9F (6222.690000 sec): 3 clusters
  Score: Raw -5128153.421403 + Penalty 5169.289140 = -5122984.132263
  nChanged 1768
		SP:Iteration 10F (6222.820000 sec): 3 clusters
  Score: Raw -5129191.615709 + Penalty 5169.289140 = -5124022.326569
  nChanged 1516
		SP:Iteration 11Q (6222.950000 sec): 3 clusters
  Score: Raw -5130104.002449 + Penalty 5169.289140 = -5124934.713309
  nChanged 1209
		SP:Iteration 12Q (6223.070000 sec): 3 clusters
  Score: Raw -5130778.941439 + Penalty 5169.289140 = -5125609.652299
  nChanged 889
		SP:Iteration 13Q (6223.190000 sec): 3 clusters
  Score: Raw -5131139.260749 + Penalty 5169.289140 = -5125969.971609
  nChanged 629
		SP:Iteration 14Q (6223.320000 sec): 3 clusters
  Score: Raw -5131346.290054 + Penalty 5169.289140 = -5126177.000914
  nChanged 514
		SP:Iteration 15Q (6223.440000 sec): 3 clusters
  Score: Raw -5131499.153720 + Penalty 5169.289140 = -5126329.864580
  nChanged 453
		SP:Iteration 16Q (6223.560000 sec): 3 clusters
  Score: Raw -5131625.274424 + Penalty 5169.289140 = -5126455.985284
  nChanged 434
		SP:Iteration 17Q (6223.680000 sec): 3 clusters
  Score: Raw -5131736.787959 + Penalty 5169.289140 = -5126567.498819
  nChanged 401
		SP:Iteration 18Q (6223.810000 sec): 3 clusters
  Score: Raw -5131846.911014 + Penalty 5169.289140 = -5126677.621874
  nChanged 416
		SP:Iteration 19Q (6223.920000 sec): 3 clusters
  Score: Raw -5131961.835288 + Penalty 5169.289140 = -5126792.546148
  nChanged 431
		SP:Iteration 20F (6224.050000 sec): 3 clusters
  Score: Raw -5132081.653709 + Penalty 5169.289140 = -5126912.364569
  nChanged 412
		SP:Iteration 21Q (6224.170000 sec): 3 clusters
  Score: Raw -5132190.393868 + Penalty 5169.289140 = -5127021.104728
  nChanged 417
		SP:Iteration 22Q (6224.290000 sec): 3 clusters
  Score: Raw -5132304.578836 + Penalty 5169.289140 = -5127135.289696
  nChanged 437
		SP:Iteration 23Q (6224.400000 sec): 3 clusters
  Score: Raw -5132433.409631 + Penalty 5169.289140 = -5127264.120491
  nChanged 439
		SP:Iteration 24Q (6224.520000 sec): 3 clusters
  Score: Raw -5132563.074124 + Penalty 5169.289140 = -5127393.784984
  nChanged 407
		SP:Iteration 25Q (6224.630000 sec): 3 clusters
  Score: Raw -5132678.956939 + Penalty 5169.289140 = -5127509.667799
  nChanged 368
		SP:Iteration 26Q (6224.750000 sec): 3 clusters
  Score: Raw -5132776.615194 + Penalty 5169.289140 = -5127607.326054
  nChanged 320
		SP:Iteration 27Q (6224.860000 sec): 3 clusters
  Score: Raw -5132860.000871 + Penalty 5169.289140 = -5127690.711731
  nChanged 297
		SP:Iteration 28Q (6224.970000 sec): 3 clusters
  Score: Raw -5132934.542620 + Penalty 5169.289140 = -5127765.253479
  nChanged 289
		SP:Iteration 29Q (6225.080000 sec): 3 clusters
  Score: Raw -5133011.528121 + Penalty 5169.289140 = -5127842.238981
  nChanged 293
		SP:Iteration 30Q (6225.190000 sec): 3 clusters
  Score: Raw -5133086.533706 + Penalty 5169.289140 = -5127917.244566
  nChanged 271
		SP:Iteration 31Q (6225.300000 sec): 3 clusters
  Score: Raw -5133158.692263 + Penalty 5169.289140 = -5127989.403123
  nChanged 260
		SP:Iteration 32Q (6225.410000 sec): 3 clusters
  Score: Raw -5133229.435067 + Penalty 5169.289140 = -5128060.145927
  nChanged 268
		SP:Iteration 33Q (6225.510000 sec): 3 clusters
  Score: Raw -5133301.864504 + Penalty 5169.289140 = -5128132.575364
  nChanged 243
		SP:Iteration 34Q (6225.620000 sec): 3 clusters
  Score: Raw -5133364.565549 + Penalty 5169.289140 = -5128195.276409
  nChanged 230
		SP:Iteration 35Q (6225.730000 sec): 3 clusters
  Score: Raw -5133419.926290 + Penalty 5169.289140 = -5128250.637149
  nChanged 206
		SP:Iteration 36Q (6225.830000 sec): 3 clusters
  Score: Raw -5133467.400723 + Penalty 5169.289140 = -5128298.111583
  nChanged 192
		SP:Iteration 37Q (6225.940000 sec): 3 clusters
  Score: Raw -5133511.620440 + Penalty 5169.289140 = -5128342.331300
  nChanged 163
		SP:Iteration 38Q (6226.040000 sec): 3 clusters
  Score: Raw -5133554.084450 + Penalty 5169.289140 = -5128384.795310
  nChanged 154
		SP:Iteration 39Q (6226.150000 sec): 3 clusters
  Score: Raw -5133592.555293 + Penalty 5169.289140 = -5128423.266153
  nChanged 136
		SP:Iteration 40F (6226.270000 sec): 3 clusters
  Score: Raw -5133623.125959 + Penalty 5169.289140 = -5128453.836819
  nChanged 127
		SP:Iteration 41Q (6226.370000 sec): 3 clusters
  Score: Raw -5133651.249624 + Penalty 5169.289140 = -5128481.960484
  nChanged 107
		SP:Iteration 42Q (6226.470000 sec): 3 clusters
  Score: Raw -5133673.460567 + Penalty 5169.289140 = -5128504.171427
  nChanged 86
		SP:Iteration 43Q (6226.580000 sec): 3 clusters
  Score: Raw -5133691.941910 + Penalty 5169.289140 = -5128522.652770
  nChanged 85
		SP:Iteration 44Q (6226.680000 sec): 3 clusters
  Score: Raw -5133708.306670 + Penalty 5169.289140 = -5128539.017530
  nChanged 81
		SP:Iteration 45Q (6226.780000 sec): 3 clusters
  Score: Raw -5133722.521941 + Penalty 5169.289140 = -5128553.232801
  nChanged 85
		SP:Iteration 46Q (6226.880000 sec): 3 clusters
  Score: Raw -5133740.044569 + Penalty 5169.289140 = -5128570.755429
  nChanged 98
		SP:Iteration 47Q (6226.980000 sec): 3 clusters
  Score: Raw -5133763.346441 + Penalty 5169.289140 = -5128594.057301
  nChanged 97
		SP:Iteration 48Q (6227.080000 sec): 3 clusters
  Score: Raw -5133790.481396 + Penalty 5169.289140 = -5128621.192256
  nChanged 95
		SP:Iteration 49Q (6227.180000 sec): 3 clusters
  Score: Raw -5133815.262451 + Penalty 5169.289140 = -5128645.973311
  nChanged 84
		SP:Iteration 50Q (6227.280000 sec): 3 clusters
  Score: Raw -5133839.232152 + Penalty 5169.289140 = -5128669.943012
  nChanged 70
		SP:Iteration 51Q (6227.370000 sec): 3 clusters
  Score: Raw -5133855.921472 + Penalty 5169.289140 = -5128686.632332
  nChanged 69
		SP:Iteration 52Q (6227.470000 sec): 3 clusters
  Score: Raw -5133870.286580 + Penalty 5169.289140 = -5128700.997440
  nChanged 55
		SP:Iteration 53Q (6227.570000 sec): 3 clusters
  Score: Raw -5133881.574851 + Penalty 5169.289140 = -5128712.285711
  nChanged 54
		SP:Iteration 54Q (6227.670000 sec): 3 clusters
  Score: Raw -5133892.369112 + Penalty 5169.289140 = -5128723.079972
  nChanged 39
		SP:Iteration 55Q (6227.770000 sec): 3 clusters
  Score: Raw -5133900.034144 + Penalty 5169.289140 = -5128730.745003
  nChanged 47
		SP:Iteration 56Q (6227.860000 sec): 3 clusters
  Score: Raw -5133910.106904 + Penalty 5169.289140 = -5128740.817764
  nChanged 42
		SP:Iteration 57Q (6227.960000 sec): 3 clusters
  Score: Raw -5133919.304619 + Penalty 5169.289140 = -5128750.015478
  nChanged 43
		SP:Iteration 58Q (6228.060000 sec): 3 clusters
  Score: Raw -5133929.100592 + Penalty 5169.289140 = -5128759.811451
  nChanged 45
		SP:Iteration 59Q (6228.150000 sec): 3 clusters
  Score: Raw -5133938.088453 + Penalty 5169.289140 = -5128768.799313
  nChanged 33
		SP:Iteration 60F (6228.280000 sec): 3 clusters
  Score: Raw -5133946.454079 + Penalty 5169.289140 = -5128777.164939
  nChanged 40
		SP:Iteration 61Q (6228.380000 sec): 3 clusters
  Score: Raw -5133953.733609 + Penalty 5169.289140 = -5128784.444469
  nChanged 32
		SP:Iteration 62Q (6228.470000 sec): 3 clusters
  Score: Raw -5133959.892222 + Penalty 5169.289140 = -5128790.603082
  nChanged 31
		SP:Iteration 63Q (6228.570000 sec): 3 clusters
  Score: Raw -5133968.630655 + Penalty 5169.289140 = -5128799.341515
  nChanged 37
		SP:Iteration 64Q (6228.660000 sec): 3 clusters
  Score: Raw -5133978.008088 + Penalty 5169.289140 = -5128808.718948
  nChanged 38
		SP:Iteration 65Q (6228.760000 sec): 3 clusters
  Score: Raw -5133986.588773 + Penalty 5169.289140 = -5128817.299633
  nChanged 47
		SP:Iteration 66Q (6228.850000 sec): 3 clusters
  Score: Raw -5134000.351871 + Penalty 5169.289140 = -5128831.062731
  nChanged 48
		SP:Iteration 67Q (6228.950000 sec): 3 clusters
  Score: Raw -5134013.914395 + Penalty 5169.289140 = -5128844.625255
  nChanged 49
		SP:Iteration 68Q (6229.050000 sec): 3 clusters
  Score: Raw -5134026.615647 + Penalty 5169.289140 = -5128857.326507
  nChanged 47
		SP:Iteration 69Q (6229.140000 sec): 3 clusters
  Score: Raw -5134037.477934 + Penalty 5169.289140 = -5128868.188794
  nChanged 42
		SP:Iteration 70Q (6229.230000 sec): 3 clusters
  Score: Raw -5134047.451327 + Penalty 5169.289140 = -5128878.162187
  nChanged 43
		SP:Iteration 71Q (6229.330000 sec): 3 clusters
  Score: Raw -5134057.729143 + Penalty 5169.289140 = -5128888.440003
  nChanged 31
		SP:Iteration 72Q (6229.420000 sec): 3 clusters
  Score: Raw -5134065.679452 + Penalty 5169.289140 = -5128896.390312
  nChanged 32
		SP:Iteration 73Q (6229.510000 sec): 3 clusters
  Score: Raw -5134074.079636 + Penalty 5169.289140 = -5128904.790496
  nChanged 36
		SP:Iteration 74Q (6229.610000 sec): 3 clusters
  Score: Raw -5134082.623168 + Penalty 5169.289140 = -5128913.334028
  nChanged 34
		SP:Iteration 75Q (6229.710000 sec): 3 clusters
  Score: Raw -5134092.171521 + Penalty 5169.289140 = -5128922.882381
  nChanged 27
		SP:Iteration 76Q (6229.800000 sec): 3 clusters
  Score: Raw -5134098.937712 + Penalty 5169.289140 = -5128929.648572
  nChanged 34
		SP:Iteration 77Q (6229.890000 sec): 3 clusters
  Score: Raw -5134107.390434 + Penalty 5169.289140 = -5128938.101294
  nChanged 30
		SP:Iteration 78Q (6229.990000 sec): 3 clusters
  Score: Raw -5134113.455975 + Penalty 5169.289140 = -5128944.166835
  nChanged 21
		SP:Iteration 79Q (6230.080000 sec): 3 clusters
  Score: Raw -5134118.863018 + Penalty 5169.289140 = -5128949.573878
  nChanged 26
		SP:Iteration 80F (6230.210000 sec): 3 clusters
  Score: Raw -5134126.168627 + Penalty 5169.289140 = -5128956.879487
  nChanged 35
		SP:Iteration 81Q (6230.300000 sec): 3 clusters
  Score: Raw -5134136.055066 + Penalty 5169.289140 = -5128966.765926
  nChanged 30
		SP:Iteration 82Q (6230.390000 sec): 3 clusters
  Score: Raw -5134146.153378 + Penalty 5169.289140 = -5128976.864238
  nChanged 37
		SP:Iteration 83Q (6230.490000 sec): 3 clusters
  Score: Raw -5134157.970444 + Penalty 5169.289140 = -5128988.681304
  nChanged 39
		SP:Iteration 84Q (6230.580000 sec): 3 clusters
  Score: Raw -5134170.764037 + Penalty 5169.289140 = -5129001.474897
  nChanged 42
		SP:Iteration 85Q (6230.680000 sec): 3 clusters
  Score: Raw -5134182.599816 + Penalty 5169.289140 = -5129013.310676
  nChanged 32
		SP:Iteration 86Q (6230.770000 sec): 3 clusters
  Score: Raw -5134191.185131 + Penalty 5169.289140 = -5129021.895991
  nChanged 27
		SP:Iteration 87Q (6230.860000 sec): 3 clusters
  Score: Raw -5134198.986069 + Penalty 5169.289140 = -5129029.696929
  nChanged 27
		SP:Iteration 88Q (6230.960000 sec): 3 clusters
  Score: Raw -5134207.144822 + Penalty 5169.289140 = -5129037.855682
  nChanged 32
		SP:Iteration 89Q (6231.050000 sec): 3 clusters
  Score: Raw -5134217.098593 + Penalty 5169.289140 = -5129047.809453
  nChanged 20
		SP:Iteration 90Q (6231.150000 sec): 3 clusters
  Score: Raw -5134222.228228 + Penalty 5169.289140 = -5129052.939088
  nChanged 17
		SP:Iteration 91Q (6231.240000 sec): 3 clusters
  Score: Raw -5134227.930444 + Penalty 5169.289140 = -5129058.641303
  nChanged 25
		SP:Iteration 92Q (6231.330000 sec): 3 clusters
  Score: Raw -5134236.537485 + Penalty 5169.289140 = -5129067.248345
  nChanged 15
		SP:Iteration 93Q (6231.420000 sec): 3 clusters
  Score: Raw -5134241.498028 + Penalty 5169.289140 = -5129072.208888
  nChanged 15
		SP:Iteration 94Q (6231.510000 sec): 3 clusters
  Score: Raw -5134245.650431 + Penalty 5169.289140 = -5129076.361290
  nChanged 19
		SP:Iteration 95Q (6231.610000 sec): 3 clusters
  Score: Raw -5134250.973622 + Penalty 5169.289140 = -5129081.684482
  nChanged 9
		SP:Iteration 96Q (6231.700000 sec): 3 clusters
  Score: Raw -5134253.144734 + Penalty 5169.289140 = -5129083.855594
  nChanged 13
		SP:Iteration 97Q (6231.790000 sec): 3 clusters
  Score: Raw -5134255.637418 + Penalty 5169.289140 = -5129086.348278
  nChanged 11
		SP:Iteration 98Q (6231.880000 sec): 3 clusters
  Score: Raw -5134258.995463 + Penalty 5169.289140 = -5129089.706323
  nChanged 11
		SP:Iteration 99Q (6231.970000 sec): 3 clusters
  Score: Raw -5134262.142460 + Penalty 5169.289140 = -5129092.853320
  nChanged 8
		SP:Iteration 100F (6232.100000 sec): 3 clusters
  Score: Raw -5134263.416508 + Penalty 5169.289140 = -5129094.127368
  nChanged 6
		SP:Iteration 101Q (6232.190000 sec): 3 clusters
  Score: Raw -5134264.273212 + Penalty 5169.289140 = -5129094.984072
  nChanged 2
		SP:Iteration 102Q (6232.280000 sec): 3 clusters
  Score: Raw -5134264.737830 + Penalty 5169.289140 = -5129095.448690
  nChanged 1
		SP:Iteration 103Q (6232.370000 sec): 3 clusters
  Score: Raw -5134264.923988 + Penalty 5169.289140 = -5129095.634848
  nChanged 2
		SP:Iteration 104Q (6232.460000 sec): 3 clusters
  Score: Raw -5134265.214323 + Penalty 5169.289140 = -5129095.925183
  nChanged 0
		SP:Iteration 105F (6232.590000 sec): 3 clusters
  Score: Raw -5134265.214323 + Penalty 5169.289140 = -5129095.925183
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.600000 sec): 2 clusters
  Score: Raw -140086.188840 + Penalty 1729.902654 = -138356.286186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.610000 sec): 3 clusters
  Score: Raw -139870.877243 + Penalty 3459.805308 = -136411.071935
  nChanged 277
		SP:Iteration 1F (6232.610000 sec): 3 clusters
  Score: Raw -140239.341389 + Penalty 3459.805308 = -136779.536081
  nChanged 103
		SP:Iteration 2F (6232.610000 sec): 3 clusters
  Score: Raw -140420.416957 + Penalty 3459.805308 = -136960.611649
  nChanged 55
		SP:Iteration 3F (6232.620000 sec): 3 clusters
  Score: Raw -140513.566924 + Penalty 3459.805308 = -137053.761616
  nChanged 41
		SP:Iteration 4Q (6232.620000 sec): 3 clusters
  Score: Raw -140575.550255 + Penalty 3459.805308 = -137115.744947
  nChanged 25
		SP:Iteration 5Q (6232.630000 sec): 3 clusters
  Score: Raw -140617.407253 + Penalty 3459.805308 = -137157.601945
  nChanged 13
		SP:Iteration 6Q (6232.630000 sec): 3 clusters
  Score: Raw -140631.511139 + Penalty 3459.805308 = -137171.705831
  nChanged 6
		SP:Iteration 7Q (6232.630000 sec): 3 clusters
  Score: Raw -140635.737743 + Penalty 3459.805308 = -137175.932435
  nChanged 2
		SP:Iteration 8Q (6232.640000 sec): 3 clusters
  Score: Raw -140638.632896 + Penalty 3459.805308 = -137178.827588
  nChanged 2
		SP:Iteration 9Q (6232.640000 sec): 3 clusters
  Score: Raw -140642.992765 + Penalty 3459.805308 = -137183.187457
  nChanged 4
		SP:Iteration 10Q (6232.650000 sec): 3 clusters
  Score: Raw -140647.184090 + Penalty 3459.805308 = -137187.378782
  nChanged 4
		SP:Iteration 11Q (6232.650000 sec): 3 clusters
  Score: Raw -140651.030159 + Penalty 3459.805308 = -137191.224851
  nChanged 2
		SP:Iteration 12Q (6232.650000 sec): 3 clusters
  Score: Raw -140653.845529 + Penalty 3459.805308 = -137194.040221
  nChanged 6
		SP:Iteration 13Q (6232.660000 sec): 3 clusters
  Score: Raw -140663.088723 + Penalty 3459.805308 = -137203.283415
  nChanged 1
		SP:Iteration 14Q (6232.660000 sec): 3 clusters
  Score: Raw -140664.583144 + Penalty 3459.805308 = -137204.777836
  nChanged 0
		SP:Iteration 15F (6232.660000 sec): 3 clusters
  Score: Raw -140664.583144 + Penalty 3459.805308 = -137204.777836
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.670000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.670000 sec): 3 clusters
  Score: Raw -31500.908097 + Penalty 2705.839273 = -28795.068824
  nChanged 23
		SP:Iteration 1F (6232.670000 sec): 3 clusters
  Score: Raw -31594.331919 + Penalty 2705.839273 = -28888.492646
  nChanged 5
		SP:Iteration 2Q (6232.670000 sec): 3 clusters
  Score: Raw -31613.004895 + Penalty 2705.839273 = -28907.165621
  nChanged 1
		SP:Iteration 3Q (6232.670000 sec): 3 clusters
  Score: Raw -31614.381126 + Penalty 2705.839273 = -28908.541853
  nChanged 1
		SP:Iteration 4Q (6232.670000 sec): 3 clusters
  Score: Raw -31616.955376 + Penalty 2705.839273 = -28911.116103
  nChanged 0
		SP:Iteration 5F (6232.670000 sec): 3 clusters
  Score: Raw -31616.955376 + Penalty 2705.839273 = -28911.116103
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.680000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.680000 sec): 3 clusters
  Score: Raw -77810.448411 + Penalty 3172.049753 = -74638.398658
  nChanged 140
		SP:Iteration 1F (6232.680000 sec): 3 clusters
  Score: Raw -78065.778629 + Penalty 3172.049753 = -74893.728876
  nChanged 40
		SP:Iteration 2F (6232.680000 sec): 3 clusters
  Score: Raw -78193.379241 + Penalty 3172.049753 = -75021.329488
  nChanged 25
		SP:Iteration 3Q (6232.690000 sec): 3 clusters
  Score: Raw -78268.059515 + Penalty 3172.049753 = -75096.009762
  nChanged 22
		SP:Iteration 4Q (6232.690000 sec): 3 clusters
  Score: Raw -78344.948445 + Penalty 3172.049753 = -75172.898692
  nChanged 20
		SP:Iteration 5Q (6232.690000 sec): 3 clusters
  Score: Raw -78452.028318 + Penalty 3172.049753 = -75279.978565
  nChanged 24
		SP:Iteration 6Q (6232.690000 sec): 3 clusters
  Score: Raw -78515.808832 + Penalty 3172.049753 = -75343.759079
  nChanged 17
		SP:Iteration 7Q (6232.690000 sec): 3 clusters
  Score: Raw -78568.724781 + Penalty 3172.049753 = -75396.675028
  nChanged 10
		SP:Iteration 8Q (6232.690000 sec): 3 clusters
  Score: Raw -78610.693854 + Penalty 3172.049753 = -75438.644101
  nChanged 9
		SP:Iteration 9Q (6232.700000 sec): 3 clusters
  Score: Raw -78637.975246 + Penalty 3172.049753 = -75465.925494
  nChanged 8
		SP:Iteration 10Q (6232.700000 sec): 3 clusters
  Score: Raw -78671.445116 + Penalty 3172.049753 = -75499.395363
  nChanged 7
		SP:Iteration 11Q (6232.700000 sec): 3 clusters
  Score: Raw -78701.182009 + Penalty 3172.049753 = -75529.132257
  nChanged 6
		SP:Iteration 12Q (6232.700000 sec): 3 clusters
  Score: Raw -78711.914194 + Penalty 3172.049753 = -75539.864441
  nChanged 1
		SP:Iteration 13Q (6232.700000 sec): 3 clusters
  Score: Raw -78714.395926 + Penalty 3172.049753 = -75542.346173
  nChanged 1
		SP:Iteration 14Q (6232.710000 sec): 3 clusters
  Score: Raw -78716.766428 + Penalty 3172.049753 = -75544.716675
  nChanged 0
		SP:Iteration 15F (6232.710000 sec): 3 clusters
  Score: Raw -78718.641815 + Penalty 3172.049753 = -75546.592062
  nChanged 1
		SP:Iteration 16Q (6232.710000 sec): 3 clusters
  Score: Raw -78728.663087 + Penalty 3172.049753 = -75556.613335
  nChanged 1
		SP:Iteration 17Q (6232.710000 sec): 3 clusters
  Score: Raw -78731.979907 + Penalty 3172.049753 = -75559.930154
  nChanged 4
		SP:Iteration 18Q (6232.710000 sec): 3 clusters
  Score: Raw -78749.636921 + Penalty 3172.049753 = -75577.587169
  nChanged 3
		SP:Iteration 19Q (6232.710000 sec): 3 clusters
  Score: Raw -78759.523445 + Penalty 3172.049753 = -75587.473693
  nChanged 1
		SP:Iteration 20F (6232.720000 sec): 3 clusters
  Score: Raw -78762.586284 + Penalty 3172.049753 = -75590.536531
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.720000 sec): 2 clusters
  Score: Raw -23101.134561 + Penalty 1344.292680 = -21756.841881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.720000 sec): 3 clusters
  Score: Raw -23460.858100 + Penalty 2688.585360 = -20772.272741
  nChanged 29
		SP:Iteration 1F (6232.720000 sec): 3 clusters
  Score: Raw -23890.270385 + Penalty 2688.585360 = -21201.685026
  nChanged 20
		SP:Iteration 2F (6232.720000 sec): 3 clusters
  Score: Raw -24031.537984 + Penalty 2688.585360 = -21342.952625
  nChanged 10
		SP:Iteration 3Q (6232.720000 sec): 3 clusters
  Score: Raw -24097.997112 + Penalty 2688.585360 = -21409.411752
  nChanged 2
		SP:Iteration 4Q (6232.730000 sec): 3 clusters
  Score: Raw -24107.572161 + Penalty 2688.585360 = -21418.986802
  nChanged 2
		SP:Iteration 5Q (6232.730000 sec): 3 clusters
  Score: Raw -24117.351175 + Penalty 2688.585360 = -21428.765815
  nChanged 1
		SP:Iteration 6Q (6232.730000 sec): 3 clusters
  Score: Raw -24119.734100 + Penalty 2688.585360 = -21431.148740
  nChanged 1
		SP:Iteration 7Q (6232.730000 sec): 3 clusters
  Score: Raw -24124.619875 + Penalty 2688.585360 = -21436.034515
  nChanged 1
		SP:Iteration 8Q (6232.730000 sec): 3 clusters
  Score: Raw -24131.978954 + Penalty 2688.585360 = -21443.393594
  nChanged 1
		SP:Iteration 9Q (6232.730000 sec): 3 clusters
  Score: Raw -24138.261455 + Penalty 2688.585360 = -21449.676096
  nChanged 1
		SP:Iteration 10Q (6232.730000 sec): 3 clusters
  Score: Raw -24146.045342 + Penalty 2688.585360 = -21457.459982
  nChanged 0
		SP:Iteration 11F (6232.730000 sec): 3 clusters
  Score: Raw -24146.045342 + Penalty 2688.585360 = -21457.459982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.730000 sec): 2 clusters
  Score: Raw -33429.954582 + Penalty 1392.055770 = -32037.898812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.730000 sec): 3 clusters
  Score: Raw -33626.373490 + Penalty 2784.111541 = -30842.261949
  nChanged 40
		SP:Iteration 1F (6232.730000 sec): 3 clusters
  Score: Raw -33829.745317 + Penalty 2784.111541 = -31045.633776
  nChanged 15
		SP:Iteration 2F (6232.740000 sec): 3 clusters
  Score: Raw -33979.894397 + Penalty 2784.111541 = -31195.782857
  nChanged 10
		SP:Iteration 3Q (6232.740000 sec): 3 clusters
  Score: Raw -34059.657927 + Penalty 2784.111541 = -31275.546386
  nChanged 14
		SP:Iteration 4F (6232.740000 sec): 3 clusters
  Score: Raw -34223.206581 + Penalty 2784.111541 = -31439.095040
  nChanged 9
		SP:Iteration 5Q (6232.740000 sec): 3 clusters
  Score: Raw -34320.378586 + Penalty 2784.111541 = -31536.267045
  nChanged 5
		SP:Iteration 6Q (6232.740000 sec): 3 clusters
  Score: Raw -34368.176431 + Penalty 2784.111541 = -31584.064890
  nChanged 2
		SP:Iteration 7Q (6232.740000 sec): 3 clusters
  Score: Raw -34381.371411 + Penalty 2784.111541 = -31597.259871
  nChanged 3
		SP:Iteration 8Q (6232.740000 sec): 3 clusters
  Score: Raw -34406.643666 + Penalty 2784.111541 = -31622.532125
  nChanged 1
		SP:Iteration 9Q (6232.740000 sec): 3 clusters
  Score: Raw -34412.973360 + Penalty 2784.111541 = -31628.861819
  nChanged 1
		SP:Iteration 10Q (6232.740000 sec): 3 clusters
  Score: Raw -34417.161115 + Penalty 2784.111541 = -31633.049574
  nChanged 3
		SP:Iteration 11Q (6232.750000 sec): 3 clusters
  Score: Raw -34447.606093 + Penalty 2784.111541 = -31663.494552
  nChanged 5
		SP:Iteration 12Q (6232.750000 sec): 3 clusters
  Score: Raw -34476.704280 + Penalty 2784.111541 = -31692.592739
  nChanged 1
		SP:Iteration 13Q (6232.750000 sec): 3 clusters
  Score: Raw -34480.261058 + Penalty 2784.111541 = -31696.149517
  nChanged 0
		SP:Iteration 14F (6232.750000 sec): 3 clusters
  Score: Raw -34480.261058 + Penalty 2784.111541 = -31696.149517
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.750000 sec): 2 clusters
  Score: Raw -29409.107282 + Penalty 1334.214544 = -28074.892739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.750000 sec): 3 clusters
  Score: Raw -29605.196379 + Penalty 2668.429087 = -26936.767292
  nChanged 15
		SP:Iteration 1F (6232.750000 sec): 3 clusters
  Score: Raw -29681.098528 + Penalty 2668.429087 = -27012.669441
  nChanged 4
		SP:Iteration 2Q (6232.750000 sec): 3 clusters
  Score: Raw -29710.914650 + Penalty 2668.429087 = -27042.485562
  nChanged 3
		SP:Iteration 3Q (6232.750000 sec): 3 clusters
  Score: Raw -29730.898062 + Penalty 2668.429087 = -27062.468974
  nChanged 0
		SP:Iteration 4F (6232.750000 sec): 3 clusters
  Score: Raw -29730.898062 + Penalty 2668.429087 = -27062.468974
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.760000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.760000 sec): 3 clusters
  Score: Raw -55104.189805 + Penalty 2975.472535 = -52128.717271
  nChanged 62
		SP:Iteration 1F (6232.760000 sec): 3 clusters
  Score: Raw -55230.032290 + Penalty 2975.472535 = -52254.559755
  nChanged 7
		SP:Iteration 2Q (6232.760000 sec): 3 clusters
  Score: Raw -55243.557658 + Penalty 2975.472535 = -52268.085123
  nChanged 1
		SP:Iteration 3Q (6232.770000 sec): 3 clusters
  Score: Raw -55245.543943 + Penalty 2975.472535 = -52270.071408
  nChanged 6
		SP:Iteration 4Q (6232.770000 sec): 3 clusters
  Score: Raw -55263.769637 + Penalty 2975.472535 = -52288.297102
  nChanged 4
		SP:Iteration 5Q (6232.770000 sec): 3 clusters
  Score: Raw -55281.299513 + Penalty 2975.472535 = -52305.826978
  nChanged 5
		SP:Iteration 6Q (6232.770000 sec): 3 clusters
  Score: Raw -55292.043205 + Penalty 2975.472535 = -52316.570671
  nChanged 1
		SP:Iteration 7Q (6232.770000 sec): 3 clusters
  Score: Raw -55294.019737 + Penalty 2975.472535 = -52318.547202
  nChanged 1
		SP:Iteration 8Q (6232.770000 sec): 3 clusters
  Score: Raw -55296.031873 + Penalty 2975.472535 = -52320.559339
  nChanged 2
		SP:Iteration 9Q (6232.770000 sec): 3 clusters
  Score: Raw -55299.979438 + Penalty 2975.472535 = -52324.506903
  nChanged 2
		SP:Iteration 10Q (6232.770000 sec): 3 clusters
  Score: Raw -55305.510522 + Penalty 2975.472535 = -52330.037987
  nChanged 2
		SP:Iteration 11Q (6232.770000 sec): 3 clusters
  Score: Raw -55310.081045 + Penalty 2975.472535 = -52334.608511
  nChanged 3
		SP:Iteration 12Q (6232.780000 sec): 3 clusters
  Score: Raw -55318.326304 + Penalty 2975.472535 = -52342.853770
  nChanged 1
		SP:Iteration 13Q (6232.780000 sec): 3 clusters
  Score: Raw -55319.745729 + Penalty 2975.472535 = -52344.273195
  nChanged 0
		SP:Iteration 14F (6232.780000 sec): 3 clusters
  Score: Raw -55319.745729 + Penalty 2975.472535 = -52344.273195
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.780000 sec): 2 clusters
  Score: Raw -22119.283038 + Penalty 1408.682807 = -20710.600231
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.790000 sec): 3 clusters
  Score: Raw -22499.667008 + Penalty 2817.365614 = -19682.301394
  nChanged 80
		SP:Iteration 1F (6232.790000 sec): 3 clusters
  Score: Raw -23032.045235 + Penalty 2817.365614 = -20214.679621
  nChanged 25
		SP:Iteration 2F (6232.790000 sec): 3 clusters
  Score: Raw -23221.937039 + Penalty 2817.365614 = -20404.571425
  nChanged 6
		SP:Iteration 3Q (6232.790000 sec): 3 clusters
  Score: Raw -23311.391313 + Penalty 2817.365614 = -20494.025699
  nChanged 7
		SP:Iteration 4Q (6232.790000 sec): 3 clusters
  Score: Raw -23390.043645 + Penalty 2817.365614 = -20572.678031
  nChanged 3
		SP:Iteration 5Q (6232.790000 sec): 3 clusters
  Score: Raw -23455.933005 + Penalty 2817.365614 = -20638.567391
  nChanged 3
		SP:Iteration 6Q (6232.790000 sec): 3 clusters
  Score: Raw -23495.886013 + Penalty 2817.365614 = -20678.520399
  nChanged 2
		SP:Iteration 7Q (6232.790000 sec): 3 clusters
  Score: Raw -23516.344653 + Penalty 2817.365614 = -20698.979039
  nChanged 1
		SP:Iteration 8Q (6232.790000 sec): 3 clusters
  Score: Raw -23525.858318 + Penalty 2817.365614 = -20708.492704
  nChanged 2
		SP:Iteration 9Q (6232.790000 sec): 3 clusters
  Score: Raw -23532.681445 + Penalty 2817.365614 = -20715.315831
  nChanged 1
		SP:Iteration 10Q (6232.790000 sec): 3 clusters
  Score: Raw -23535.517114 + Penalty 2817.365614 = -20718.151500
  nChanged 0
		SP:Iteration 11F (6232.790000 sec): 3 clusters
  Score: Raw -23535.517114 + Penalty 2817.365614 = -20718.151500
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 41.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.800000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.800000 sec): 3 clusters
  Score: Raw -29589.915498 + Penalty 2686.385799 = -26903.529699
  nChanged 16
		SP:Iteration 1F (6232.800000 sec): 3 clusters
  Score: Raw -29652.604532 + Penalty 2686.385799 = -26966.218732
  nChanged 5
		SP:Iteration 2Q (6232.800000 sec): 3 clusters
  Score: Raw -29679.225946 + Penalty 2686.385799 = -26992.840146
  nChanged 6
		SP:Iteration 3Q (6232.810000 sec): 3 clusters
  Score: Raw -29705.570251 + Penalty 2686.385799 = -27019.184452
  nChanged 1
		SP:Iteration 4Q (6232.810000 sec): 3 clusters
  Score: Raw -29708.190483 + Penalty 2686.385799 = -27021.804683
  nChanged 0
		SP:Iteration 5F (6232.810000 sec): 3 clusters
  Score: Raw -29708.190483 + Penalty 2686.385799 = -27021.804683
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.810000 sec): 2 clusters
  Score: Raw -45032.003494 + Penalty 1441.162966 = -43590.840528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.810000 sec): 3 clusters
  Score: Raw -45213.514455 + Penalty 2882.325933 = -42331.188522
  nChanged 54
		SP:Iteration 1F (6232.810000 sec): 3 clusters
  Score: Raw -45348.361253 + Penalty 2882.325933 = -42466.035320
  nChanged 14
		SP:Iteration 2Q (6232.810000 sec): 3 clusters
  Score: Raw -45404.548575 + Penalty 2882.325933 = -42522.222642
  nChanged 8
		SP:Iteration 3Q (6232.810000 sec): 3 clusters
  Score: Raw -45433.339200 + Penalty 2882.325933 = -42551.013267
  nChanged 3
		SP:Iteration 4Q (6232.810000 sec): 3 clusters
  Score: Raw -45455.442099 + Penalty 2882.325933 = -42573.116167
  nChanged 1
		SP:Iteration 5Q (6232.820000 sec): 3 clusters
  Score: Raw -45459.615095 + Penalty 2882.325933 = -42577.289162
  nChanged 3
		SP:Iteration 6Q (6232.820000 sec): 3 clusters
  Score: Raw -45477.106164 + Penalty 2882.325933 = -42594.780232
  nChanged 4
		SP:Iteration 7Q (6232.820000 sec): 3 clusters
  Score: Raw -45485.319800 + Penalty 2882.325933 = -42602.993867
  nChanged 2
		SP:Iteration 8Q (6232.820000 sec): 3 clusters
  Score: Raw -45492.723504 + Penalty 2882.325933 = -42610.397571
  nChanged 3
		SP:Iteration 9Q (6232.820000 sec): 3 clusters
  Score: Raw -45511.634301 + Penalty 2882.325933 = -42629.308369
  nChanged 2
		SP:Iteration 10Q (6232.820000 sec): 3 clusters
  Score: Raw -45514.336440 + Penalty 2882.325933 = -42632.010507
  nChanged 0
		SP:Iteration 11F (6232.820000 sec): 3 clusters
  Score: Raw -45514.336440 + Penalty 2882.325933 = -42632.010507
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.830000 sec): 2 clusters
  Score: Raw -55273.799370 + Penalty 1503.241316 = -53770.558054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.830000 sec): 3 clusters
  Score: Raw -55361.927155 + Penalty 3006.482632 = -52355.444524
  nChanged 73
		SP:Iteration 1F (6232.830000 sec): 3 clusters
  Score: Raw -55595.698655 + Penalty 3006.482632 = -52589.216024
  nChanged 21
		SP:Iteration 2Q (6232.830000 sec): 3 clusters
  Score: Raw -55672.322763 + Penalty 3006.482632 = -52665.840131
  nChanged 18
		SP:Iteration 3Q (6232.830000 sec): 3 clusters
  Score: Raw -55748.365637 + Penalty 3006.482632 = -52741.883005
  nChanged 8
		SP:Iteration 4Q (6232.830000 sec): 3 clusters
  Score: Raw -55795.896882 + Penalty 3006.482632 = -52789.414251
  nChanged 6
		SP:Iteration 5Q (6232.840000 sec): 3 clusters
  Score: Raw -55829.086493 + Penalty 3006.482632 = -52822.603861
  nChanged 8
		SP:Iteration 6Q (6232.840000 sec): 3 clusters
  Score: Raw -55900.259949 + Penalty 3006.482632 = -52893.777318
  nChanged 5
		SP:Iteration 7Q (6232.840000 sec): 3 clusters
  Score: Raw -55918.871893 + Penalty 3006.482632 = -52912.389261
  nChanged 4
		SP:Iteration 8Q (6232.840000 sec): 3 clusters
  Score: Raw -55937.370723 + Penalty 3006.482632 = -52930.888092
  nChanged 4
		SP:Iteration 9Q (6232.840000 sec): 3 clusters
  Score: Raw -55957.426958 + Penalty 3006.482632 = -52950.944326
  nChanged 2
		SP:Iteration 10Q (6232.840000 sec): 3 clusters
  Score: Raw -55963.205729 + Penalty 3006.482632 = -52956.723097
  nChanged 2
		SP:Iteration 11Q (6232.850000 sec): 3 clusters
  Score: Raw -55967.856955 + Penalty 3006.482632 = -52961.374323
  nChanged 3
		SP:Iteration 12Q (6232.850000 sec): 3 clusters
  Score: Raw -55972.874184 + Penalty 3006.482632 = -52966.391552
  nChanged 0
		SP:Iteration 13F (6232.850000 sec): 3 clusters
  Score: Raw -55972.874184 + Penalty 3006.482632 = -52966.391552
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 38 (221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.850000 sec): 2 clusters
  Score: Raw -26010.390594 + Penalty 1338.744350 = -24671.646244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.850000 sec): 3 clusters
  Score: Raw -26436.133167 + Penalty 2677.488700 = -23758.644467
  nChanged 37
		SP:Iteration 1F (6232.850000 sec): 3 clusters
  Score: Raw -26618.569373 + Penalty 2677.488700 = -23941.080673
  nChanged 9
		SP:Iteration 2Q (6232.850000 sec): 3 clusters
  Score: Raw -26743.668899 + Penalty 2677.488700 = -24066.180199
  nChanged 6
		SP:Iteration 3Q (6232.850000 sec): 3 clusters
  Score: Raw -26761.372577 + Penalty 2677.488700 = -24083.883877
  nChanged 3
		SP:Iteration 4Q (6232.850000 sec): 3 clusters
  Score: Raw -26772.010649 + Penalty 2677.488700 = -24094.521949
  nChanged 3
		SP:Iteration 5Q (6232.860000 sec): 3 clusters
  Score: Raw -26784.744679 + Penalty 2677.488700 = -24107.255979
  nChanged 5
		SP:Iteration 6Q (6232.860000 sec): 3 clusters
  Score: Raw -26804.117320 + Penalty 2677.488700 = -24126.628620
  nChanged 4
		SP:Iteration 7Q (6232.860000 sec): 3 clusters
  Score: Raw -26817.971002 + Penalty 2677.488700 = -24140.482302
  nChanged 3
		SP:Iteration 8Q (6232.860000 sec): 3 clusters
  Score: Raw -26834.917463 + Penalty 2677.488700 = -24157.428763
  nChanged 3
		SP:Iteration 9Q (6232.860000 sec): 3 clusters
  Score: Raw -26854.377079 + Penalty 2677.488700 = -24176.888379
  nChanged 5
		SP:Iteration 10Q (6232.860000 sec): 3 clusters
  Score: Raw -26881.349500 + Penalty 2677.488700 = -24203.860800
  nChanged 7
		SP:Iteration 11Q (6232.860000 sec): 3 clusters
  Score: Raw -26925.429994 + Penalty 2677.488700 = -24247.941294
  nChanged 6
		SP:Iteration 12Q (6232.860000 sec): 3 clusters
  Score: Raw -26965.719961 + Penalty 2677.488700 = -24288.231261
  nChanged 5
		SP:Iteration 13Q (6232.860000 sec): 3 clusters
  Score: Raw -26998.053548 + Penalty 2677.488700 = -24320.564848
  nChanged 1
		SP:Iteration 14Q (6232.860000 sec): 3 clusters
  Score: Raw -27008.866289 + Penalty 2677.488700 = -24331.377589
  nChanged 0
		SP:Iteration 15F (6232.860000 sec): 3 clusters
  Score: Raw -27009.170792 + Penalty 2677.488700 = -24331.682092
  nChanged 1
		SP:Iteration 16Q (6232.870000 sec): 3 clusters
  Score: Raw -27023.723017 + Penalty 2677.488700 = -24346.234318
  nChanged 0
		SP:Iteration 17F (6232.870000 sec): 3 clusters
  Score: Raw -27023.723017 + Penalty 2677.488700 = -24346.234318
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.870000 sec): 2 clusters
  Score: Raw -68776.888008 + Penalty 1547.588410 = -67229.299598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.870000 sec): 3 clusters
  Score: Raw -68861.797514 + Penalty 3095.176819 = -65766.620695
  nChanged 98
		SP:Iteration 1F (6232.870000 sec): 3 clusters
  Score: Raw -69067.284103 + Penalty 3095.176819 = -65972.107284
  nChanged 31
		SP:Iteration 2F (6232.870000 sec): 3 clusters
  Score: Raw -69144.059103 + Penalty 3095.176819 = -66048.882283
  nChanged 10
		SP:Iteration 3Q (6232.880000 sec): 3 clusters
  Score: Raw -69164.290701 + Penalty 3095.176819 = -66069.113882
  nChanged 4
		SP:Iteration 4Q (6232.880000 sec): 3 clusters
  Score: Raw -69173.529039 + Penalty 3095.176819 = -66078.352220
  nChanged 8
		SP:Iteration 5Q (6232.880000 sec): 3 clusters
  Score: Raw -69191.894947 + Penalty 3095.176819 = -66096.718128
  nChanged 5
		SP:Iteration 6Q (6232.880000 sec): 3 clusters
  Score: Raw -69206.843328 + Penalty 3095.176819 = -66111.666509
  nChanged 7
		SP:Iteration 7Q (6232.890000 sec): 3 clusters
  Score: Raw -69239.014275 + Penalty 3095.176819 = -66143.837456
  nChanged 8
		SP:Iteration 8Q (6232.890000 sec): 3 clusters
  Score: Raw -69280.404433 + Penalty 3095.176819 = -66185.227614
  nChanged 8
		SP:Iteration 9Q (6232.890000 sec): 3 clusters
  Score: Raw -69306.836131 + Penalty 3095.176819 = -66211.659311
  nChanged 3
		SP:Iteration 10Q (6232.890000 sec): 3 clusters
  Score: Raw -69312.623882 + Penalty 3095.176819 = -66217.447063
  nChanged 1
		SP:Iteration 11Q (6232.890000 sec): 3 clusters
  Score: Raw -69315.185820 + Penalty 3095.176819 = -66220.009001
  nChanged 1
		SP:Iteration 12Q (6232.890000 sec): 3 clusters
  Score: Raw -69317.842682 + Penalty 3095.176819 = -66222.665862
  nChanged 1
		SP:Iteration 13Q (6232.890000 sec): 3 clusters
  Score: Raw -69322.810721 + Penalty 3095.176819 = -66227.633902
  nChanged 1
		SP:Iteration 14Q (6232.890000 sec): 3 clusters
  Score: Raw -69324.231723 + Penalty 3095.176819 = -66229.054903
  nChanged 1
		SP:Iteration 15Q (6232.900000 sec): 3 clusters
  Score: Raw -69325.278118 + Penalty 3095.176819 = -66230.101299
  nChanged 0
		SP:Iteration 16F (6232.900000 sec): 3 clusters
  Score: Raw -69325.278118 + Penalty 3095.176819 = -66230.101299
  nChanged 0
Deleting Class 39 (359 points): Lose 2997.386500 but Gain 3374.686117
Iteration 179Q (6243.960000 sec): 41 clusters
  Score: Raw -117640985.137258 + Penalty 134987.444692 = -117505997.692566
  nChanged 384
Iteration 180F (6287.450000 sec): 41 clusters
  Score: Raw -117642208.657814 + Penalty 134987.444692 = -117507221.213122
  nChanged 157
Iteration 181Q (6298.410000 sec): 41 clusters
  Score: Raw -117642519.323695 + Penalty 134987.444692 = -117507531.879003
  nChanged 90
Iteration 182Q (6309.310000 sec): 41 clusters
  Score: Raw -117642611.319381 + Penalty 134987.444692 = -117507623.874689
  nChanged 45
Iteration 183Q (6320.200000 sec): 41 clusters
  Score: Raw -117642631.954084 + Penalty 134987.444692 = -117507644.509392
  nChanged 37
Iteration 184Q (6331.120000 sec): 41 clusters
  Score: Raw -117642647.032334 + Penalty 134987.444692 = -117507659.587642
  nChanged 23
Iteration 185Q (6341.810000 sec): 41 clusters
  Score: Raw -117642664.470348 + Penalty 134987.444692 = -117507677.025656
  nChanged 19
Iteration 186Q (6352.330000 sec): 41 clusters
  Score: Raw -117642671.352317 + Penalty 134987.444692 = -117507683.907625
  nChanged 23
Iteration 187Q (6362.890000 sec): 41 clusters
  Score: Raw -117642705.216646 + Penalty 134987.444692 = -117507717.771954
  nChanged 15
Iteration 188Q (6373.430000 sec): 41 clusters
  Score: Raw -117642715.362433 + Penalty 134987.444692 = -117507727.917741
  nChanged 11
Iteration 189Q (6384.000000 sec): 41 clusters
  Score: Raw -117642733.797918 + Penalty 134987.444692 = -117507746.353226
  nChanged 10
Iteration 190Q (6394.540000 sec): 41 clusters
  Score: Raw -117642741.641863 + Penalty 134987.444692 = -117507754.197171
  nChanged 8
Iteration 191Q (6405.080000 sec): 41 clusters
  Score: Raw -117642742.230345 + Penalty 134987.444692 = -117507754.785653
  nChanged 10
Iteration 192Q (6415.660000 sec): 41 clusters
  Score: Raw -117642742.446261 + Penalty 134987.444692 = -117507755.001569
  nChanged 15
Iteration 193Q (6426.210000 sec): 41 clusters
  Score: Raw -117642742.709418 + Penalty 134987.444692 = -117507755.264726
  nChanged 10
Iteration 194Q (6437.040000 sec): 41 clusters
  Score: Raw -117642743.069810 + Penalty 134987.444692 = -117507755.625118
  nChanged 9
Iteration 195Q (6447.970000 sec): 41 clusters
  Score: Raw -117642743.320188 + Penalty 134987.444692 = -117507755.875496
  nChanged 10
Iteration 196Q (6458.890000 sec): 41 clusters
  Score: Raw -117642744.108273 + Penalty 134987.444692 = -117507756.663581
  nChanged 7
Iteration 197Q (6469.780000 sec): 41 clusters
  Score: Raw -117642744.325489 + Penalty 134987.444692 = -117507756.880797
  nChanged 13
Iteration 198Q (6480.700000 sec): 41 clusters
  Score: Raw -117642744.645599 + Penalty 134987.444692 = -117507757.200907
  nChanged 16
Iteration 199Q (6491.590000 sec): 41 clusters
  Score: Raw -117642745.083986 + Penalty 134987.444692 = -117507757.639294
  nChanged 16
Iteration 200F (6535.170000 sec): 41 clusters
  Score: Raw -117642755.816002 + Penalty 134987.444692 = -117507768.371310
  nChanged 23
Iteration 201Q (6546.060000 sec): 41 clusters
  Score: Raw -117642933.444149 + Penalty 134987.444692 = -117507945.999457
  nChanged 31
Iteration 202Q (6556.970000 sec): 41 clusters
  Score: Raw -117643021.135640 + Penalty 134987.444692 = -117508033.690948
  nChanged 28
Iteration 203Q (6567.880000 sec): 41 clusters
  Score: Raw -117643038.994308 + Penalty 134987.444692 = -117508051.549616
  nChanged 24
Iteration 204Q (6578.800000 sec): 41 clusters
  Score: Raw -117643052.902826 + Penalty 134987.444692 = -117508065.458134
  nChanged 16
Iteration 205Q (6589.720000 sec): 41 clusters
  Score: Raw -117643053.199258 + Penalty 134987.444692 = -117508065.754566
  nChanged 19
Iteration 206Q (6600.630000 sec): 41 clusters
  Score: Raw -117643053.518853 + Penalty 134987.444692 = -117508066.074161
  nChanged 22
Iteration 207Q (6611.510000 sec): 41 clusters
  Score: Raw -117643053.876708 + Penalty 134987.444692 = -117508066.432016
  nChanged 23
Iteration 208Q (6622.390000 sec): 41 clusters
  Score: Raw -117643054.116067 + Penalty 134987.444692 = -117508066.671375
  nChanged 16
Iteration 209Q (6633.290000 sec): 41 clusters
  Score: Raw -117643054.358348 + Penalty 134987.444692 = -117508066.913656
  nChanged 12
Iteration 210Q (6644.180000 sec): 41 clusters
  Score: Raw -117643054.683746 + Penalty 134987.444692 = -117508067.239054
  nChanged 21
Iteration 211Q (6655.060000 sec): 41 clusters
  Score: Raw -117643054.984489 + Penalty 134987.444692 = -117508067.539797
  nChanged 15
Iteration 212Q (6665.950000 sec): 41 clusters
  Score: Raw -117643055.281357 + Penalty 134987.444692 = -117508067.836665
  nChanged 11
Iteration 213Q (6676.830000 sec): 41 clusters
  Score: Raw -117643055.428401 + Penalty 134987.444692 = -117508067.983709
  nChanged 7
Iteration 214Q (6687.730000 sec): 41 clusters
  Score: Raw -117643055.603816 + Penalty 134987.444692 = -117508068.159124
  nChanged 7
Iteration 215Q (6698.620000 sec): 41 clusters
  Score: Raw -117643055.712579 + Penalty 134987.444692 = -117508068.267887
  nChanged 5
Iteration 216Q (6709.560000 sec): 41 clusters
  Score: Raw -117643055.802514 + Penalty 134987.444692 = -117508068.357822
  nChanged 1
Iteration 217Q (6720.490000 sec): 41 clusters
  Score: Raw -117643055.817483 + Penalty 134987.444692 = -117508068.372791
  nChanged 2
Iteration 218Q (6731.400000 sec): 41 clusters
  Score: Raw -117643055.830250 + Penalty 134987.444692 = -117508068.385558
  nChanged 2
Writing temp clu file 
Because OldScore, -117508068.372791, is greater than current (better) Score,-117508068.385558 
 Compute initial score before splitting:   Score: Raw -117643055.830250 + Penalty 134987.444692 = -117508068.385558
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6731.540000 sec): 2 clusters
  Score: Raw -1048042.454021 + Penalty 2200.828394 = -1045841.625627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6731.570000 sec): 3 clusters
  Score: Raw -1044424.376365 + Penalty 4401.656787 = -1040022.719578
  nChanged 2820
		SP:Iteration 1F (6731.600000 sec): 3 clusters
  Score: Raw -1045969.885673 + Penalty 4401.656787 = -1041568.228886
  nChanged 532
		SP:Iteration 2F (6731.620000 sec): 3 clusters
  Score: Raw -1046232.869851 + Penalty 4401.656787 = -1041831.213064
  nChanged 357
		SP:Iteration 3Q (6731.650000 sec): 3 clusters
  Score: Raw -1046398.973173 + Penalty 4401.656787 = -1041997.316386
  nChanged 282
		SP:Iteration 4Q (6731.670000 sec): 3 clusters
  Score: Raw -1046536.774422 + Penalty 4401.656787 = -1042135.117635
  nChanged 245
		SP:Iteration 5Q (6731.700000 sec): 3 clusters
  Score: Raw -1046656.449947 + Penalty 4401.656787 = -1042254.793160
  nChanged 215
		SP:Iteration 6Q (6731.730000 sec): 3 clusters
  Score: Raw -1046759.076743 + Penalty 4401.656787 = -1042357.419956
  nChanged 214
		SP:Iteration 7Q (6731.750000 sec): 3 clusters
  Score: Raw -1046852.910694 + Penalty 4401.656787 = -1042451.253907
  nChanged 185
		SP:Iteration 8Q (6731.780000 sec): 3 clusters
  Score: Raw -1046934.153396 + Penalty 4401.656787 = -1042532.496609
  nChanged 169
		SP:Iteration 9Q (6731.800000 sec): 3 clusters
  Score: Raw -1047013.474814 + Penalty 4401.656787 = -1042611.818027
  nChanged 173
		SP:Iteration 10Q (6731.830000 sec): 3 clusters
  Score: Raw -1047090.630725 + Penalty 4401.656787 = -1042688.973938
  nChanged 156
		SP:Iteration 11Q (6731.860000 sec): 3 clusters
  Score: Raw -1047164.152142 + Penalty 4401.656787 = -1042762.495355
  nChanged 170
		SP:Iteration 12Q (6731.880000 sec): 3 clusters
  Score: Raw -1047247.441706 + Penalty 4401.656787 = -1042845.784919
  nChanged 177
		SP:Iteration 13Q (6731.910000 sec): 3 clusters
  Score: Raw -1047328.630348 + Penalty 4401.656787 = -1042926.973561
  nChanged 153
		SP:Iteration 14Q (6731.930000 sec): 3 clusters
  Score: Raw -1047396.727366 + Penalty 4401.656787 = -1042995.070579
  nChanged 148
		SP:Iteration 15Q (6731.960000 sec): 3 clusters
  Score: Raw -1047460.110543 + Penalty 4401.656787 = -1043058.453756
  nChanged 143
		SP:Iteration 16Q (6731.980000 sec): 3 clusters
  Score: Raw -1047517.111252 + Penalty 4401.656787 = -1043115.454465
  nChanged 112
		SP:Iteration 17Q (6732.010000 sec): 3 clusters
  Score: Raw -1047563.002992 + Penalty 4401.656787 = -1043161.346205
  nChanged 100
		SP:Iteration 18Q (6732.040000 sec): 3 clusters
  Score: Raw -1047602.773893 + Penalty 4401.656787 = -1043201.117106
  nChanged 87
		SP:Iteration 19Q (6732.060000 sec): 3 clusters
  Score: Raw -1047640.094305 + Penalty 4401.656787 = -1043238.437518
  nChanged 101
		SP:Iteration 20F (6732.090000 sec): 3 clusters
  Score: Raw -1047679.507276 + Penalty 4401.656787 = -1043277.850488
  nChanged 83
		SP:Iteration 21Q (6732.110000 sec): 3 clusters
  Score: Raw -1047708.090989 + Penalty 4401.656787 = -1043306.434202
  nChanged 78
		SP:Iteration 22Q (6732.140000 sec): 3 clusters
  Score: Raw -1047738.330570 + Penalty 4401.656787 = -1043336.673783
  nChanged 78
		SP:Iteration 23Q (6732.160000 sec): 3 clusters
  Score: Raw -1047767.844403 + Penalty 4401.656787 = -1043366.187616
  nChanged 79
		SP:Iteration 24Q (6732.190000 sec): 3 clusters
  Score: Raw -1047797.041549 + Penalty 4401.656787 = -1043395.384761
  nChanged 69
		SP:Iteration 25Q (6732.220000 sec): 3 clusters
  Score: Raw -1047830.148627 + Penalty 4401.656787 = -1043428.491840
  nChanged 81
		SP:Iteration 26Q (6732.240000 sec): 3 clusters
  Score: Raw -1047864.728482 + Penalty 4401.656787 = -1043463.071695
  nChanged 76
		SP:Iteration 27Q (6732.260000 sec): 3 clusters
  Score: Raw -1047897.906863 + Penalty 4401.656787 = -1043496.250076
  nChanged 64
		SP:Iteration 28Q (6732.290000 sec): 3 clusters
  Score: Raw -1047925.134426 + Penalty 4401.656787 = -1043523.477639
  nChanged 56
		SP:Iteration 29Q (6732.320000 sec): 3 clusters
  Score: Raw -1047946.819003 + Penalty 4401.656787 = -1043545.162216
  nChanged 44
		SP:Iteration 30Q (6732.340000 sec): 3 clusters
  Score: Raw -1047964.038738 + Penalty 4401.656787 = -1043562.381951
  nChanged 49
		SP:Iteration 31Q (6732.370000 sec): 3 clusters
  Score: Raw -1047984.105658 + Penalty 4401.656787 = -1043582.448871
  nChanged 38
		SP:Iteration 32Q (6732.390000 sec): 3 clusters
  Score: Raw -1047997.810285 + Penalty 4401.656787 = -1043596.153498
  nChanged 36
		SP:Iteration 33Q (6732.420000 sec): 3 clusters
  Score: Raw -1048013.421514 + Penalty 4401.656787 = -1043611.764727
  nChanged 29
		SP:Iteration 34Q (6732.440000 sec): 3 clusters
  Score: Raw -1048025.917007 + Penalty 4401.656787 = -1043624.260220
  nChanged 30
		SP:Iteration 35Q (6732.470000 sec): 3 clusters
  Score: Raw -1048038.319348 + Penalty 4401.656787 = -1043636.662561
  nChanged 33
		SP:Iteration 36Q (6732.490000 sec): 3 clusters
  Score: Raw -1048053.504252 + Penalty 4401.656787 = -1043651.847465
  nChanged 31
		SP:Iteration 37Q (6732.520000 sec): 3 clusters
  Score: Raw -1048071.017669 + Penalty 4401.656787 = -1043669.360882
  nChanged 37
		SP:Iteration 38Q (6732.540000 sec): 3 clusters
  Score: Raw -1048088.695756 + Penalty 4401.656787 = -1043687.038969
  nChanged 20
		SP:Iteration 39Q (6732.570000 sec): 3 clusters
  Score: Raw -1048098.199347 + Penalty 4401.656787 = -1043696.542560
  nChanged 21
		SP:Iteration 40F (6732.590000 sec): 3 clusters
  Score: Raw -1048107.637406 + Penalty 4401.656787 = -1043705.980619
  nChanged 18
		SP:Iteration 41Q (6732.620000 sec): 3 clusters
  Score: Raw -1048117.292199 + Penalty 4401.656787 = -1043715.635412
  nChanged 23
		SP:Iteration 42Q (6732.640000 sec): 3 clusters
  Score: Raw -1048129.618312 + Penalty 4401.656787 = -1043727.961525
  nChanged 20
		SP:Iteration 43Q (6732.670000 sec): 3 clusters
  Score: Raw -1048139.342200 + Penalty 4401.656787 = -1043737.685412
  nChanged 14
		SP:Iteration 44Q (6732.690000 sec): 3 clusters
  Score: Raw -1048146.596352 + Penalty 4401.656787 = -1043744.939565
  nChanged 19
		SP:Iteration 45Q (6732.720000 sec): 3 clusters
  Score: Raw -1048156.619165 + Penalty 4401.656787 = -1043754.962377
  nChanged 19
		SP:Iteration 46Q (6732.740000 sec): 3 clusters
  Score: Raw -1048167.850715 + Penalty 4401.656787 = -1043766.193928
  nChanged 21
		SP:Iteration 47Q (6732.770000 sec): 3 clusters
  Score: Raw -1048176.319376 + Penalty 4401.656787 = -1043774.662589
  nChanged 15
		SP:Iteration 48Q (6732.790000 sec): 3 clusters
  Score: Raw -1048183.644873 + Penalty 4401.656787 = -1043781.988085
  nChanged 13
		SP:Iteration 49Q (6732.820000 sec): 3 clusters
  Score: Raw -1048190.344717 + Penalty 4401.656787 = -1043788.687930
  nChanged 12
		SP:Iteration 50Q (6732.840000 sec): 3 clusters
  Score: Raw -1048194.248916 + Penalty 4401.656787 = -1043792.592129
  nChanged 9
		SP:Iteration 51Q (6732.860000 sec): 3 clusters
  Score: Raw -1048197.670111 + Penalty 4401.656787 = -1043796.013324
  nChanged 8
		SP:Iteration 52Q (6732.890000 sec): 3 clusters
  Score: Raw -1048201.176080 + Penalty 4401.656787 = -1043799.519293
  nChanged 5
		SP:Iteration 53Q (6732.910000 sec): 3 clusters
  Score: Raw -1048203.434301 + Penalty 4401.656787 = -1043801.777514
  nChanged 5
		SP:Iteration 54Q (6732.940000 sec): 3 clusters
  Score: Raw -1048204.761159 + Penalty 4401.656787 = -1043803.104372
  nChanged 4
		SP:Iteration 55Q (6732.960000 sec): 3 clusters
  Score: Raw -1048206.690418 + Penalty 4401.656787 = -1043805.033631
  nChanged 9
		SP:Iteration 56Q (6732.990000 sec): 3 clusters
  Score: Raw -1048210.298104 + Penalty 4401.656787 = -1043808.641316
  nChanged 5
		SP:Iteration 57Q (6733.020000 sec): 3 clusters
  Score: Raw -1048212.489329 + Penalty 4401.656787 = -1043810.832542
  nChanged 3
		SP:Iteration 58Q (6733.040000 sec): 3 clusters
  Score: Raw -1048213.993284 + Penalty 4401.656787 = -1043812.336497
  nChanged 1
		SP:Iteration 59Q (6733.070000 sec): 3 clusters
  Score: Raw -1048214.432047 + Penalty 4401.656787 = -1043812.775260
  nChanged 1
		SP:Iteration 60F (6733.090000 sec): 3 clusters
  Score: Raw -1048215.120827 + Penalty 4401.656787 = -1043813.464040
  nChanged 2
		SP:Iteration 61Q (6733.120000 sec): 3 clusters
  Score: Raw -1048216.666163 + Penalty 4401.656787 = -1043815.009375
  nChanged 3
		SP:Iteration 62Q (6733.140000 sec): 3 clusters
  Score: Raw -1048217.699178 + Penalty 4401.656787 = -1043816.042391
  nChanged 1
		SP:Iteration 63Q (6733.170000 sec): 3 clusters
  Score: Raw -1048217.941504 + Penalty 4401.656787 = -1043816.284717
  nChanged 0
		SP:Iteration 64F (6733.190000 sec): 3 clusters
  Score: Raw -1048217.941504 + Penalty 4401.656787 = -1043816.284717
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6733.210000 sec): 2 clusters
  Score: Raw -1060798.668335 + Penalty 2207.505127 = -1058591.163208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6733.240000 sec): 3 clusters
  Score: Raw -1056983.523501 + Penalty 4415.010255 = -1052568.513246
  nChanged 2947
		SP:Iteration 1F (6733.270000 sec): 3 clusters
  Score: Raw -1058596.487159 + Penalty 4415.010255 = -1054181.476904
  nChanged 564
		SP:Iteration 2F (6733.290000 sec): 3 clusters
  Score: Raw -1058898.482465 + Penalty 4415.010255 = -1054483.472210
  nChanged 403
		SP:Iteration 3F (6733.320000 sec): 3 clusters
  Score: Raw -1059091.882028 + Penalty 4415.010255 = -1054676.871773
  nChanged 306
		SP:Iteration 4Q (6733.350000 sec): 3 clusters
  Score: Raw -1059230.663093 + Penalty 4415.010255 = -1054815.652838
  nChanged 254
		SP:Iteration 5Q (6733.370000 sec): 3 clusters
  Score: Raw -1059348.450556 + Penalty 4415.010255 = -1054933.440302
  nChanged 243
		SP:Iteration 6Q (6733.400000 sec): 3 clusters
  Score: Raw -1059456.395922 + Penalty 4415.010255 = -1055041.385667
  nChanged 195
		SP:Iteration 7Q (6733.430000 sec): 3 clusters
  Score: Raw -1059538.857306 + Penalty 4415.010255 = -1055123.847051
  nChanged 172
		SP:Iteration 8Q (6733.450000 sec): 3 clusters
  Score: Raw -1059615.794794 + Penalty 4415.010255 = -1055200.784540
  nChanged 162
		SP:Iteration 9Q (6733.480000 sec): 3 clusters
  Score: Raw -1059686.183634 + Penalty 4415.010255 = -1055271.173379
  nChanged 176
		SP:Iteration 10Q (6733.510000 sec): 3 clusters
  Score: Raw -1059754.621454 + Penalty 4415.010255 = -1055339.611200
  nChanged 147
		SP:Iteration 11Q (6733.530000 sec): 3 clusters
  Score: Raw -1059815.116641 + Penalty 4415.010255 = -1055400.106386
  nChanged 137
		SP:Iteration 12Q (6733.560000 sec): 3 clusters
  Score: Raw -1059869.190460 + Penalty 4415.010255 = -1055454.180206
  nChanged 134
		SP:Iteration 13Q (6733.590000 sec): 3 clusters
  Score: Raw -1059927.900550 + Penalty 4415.010255 = -1055512.890295
  nChanged 139
		SP:Iteration 14Q (6733.610000 sec): 3 clusters
  Score: Raw -1059992.048164 + Penalty 4415.010255 = -1055577.037910
  nChanged 140
		SP:Iteration 15Q (6733.640000 sec): 3 clusters
  Score: Raw -1060056.672469 + Penalty 4415.010255 = -1055641.662215
  nChanged 154
		SP:Iteration 16Q (6733.670000 sec): 3 clusters
  Score: Raw -1060131.401048 + Penalty 4415.010255 = -1055716.390794
  nChanged 168
		SP:Iteration 17Q (6733.690000 sec): 3 clusters
  Score: Raw -1060222.706203 + Penalty 4415.010255 = -1055807.695948
  nChanged 172
		SP:Iteration 18Q (6733.720000 sec): 3 clusters
  Score: Raw -1060325.095348 + Penalty 4415.010255 = -1055910.085093
  nChanged 189
		SP:Iteration 19Q (6733.740000 sec): 3 clusters
  Score: Raw -1060429.284577 + Penalty 4415.010255 = -1056014.274322
  nChanged 140
		SP:Iteration 20F (6733.770000 sec): 3 clusters
  Score: Raw -1060495.409410 + Penalty 4415.010255 = -1056080.399156
  nChanged 126
		SP:Iteration 21Q (6733.790000 sec): 3 clusters
  Score: Raw -1060555.924803 + Penalty 4415.010255 = -1056140.914548
  nChanged 104
		SP:Iteration 22Q (6733.820000 sec): 3 clusters
  Score: Raw -1060611.851760 + Penalty 4415.010255 = -1056196.841506
  nChanged 103
		SP:Iteration 23Q (6733.850000 sec): 3 clusters
  Score: Raw -1060666.618495 + Penalty 4415.010255 = -1056251.608240
  nChanged 88
		SP:Iteration 24Q (6733.870000 sec): 3 clusters
  Score: Raw -1060709.695475 + Penalty 4415.010255 = -1056294.685220
  nChanged 71
		SP:Iteration 25Q (6733.900000 sec): 3 clusters
  Score: Raw -1060736.496224 + Penalty 4415.010255 = -1056321.485969
  nChanged 50
		SP:Iteration 26Q (6733.920000 sec): 3 clusters
  Score: Raw -1060752.710890 + Penalty 4415.010255 = -1056337.700635
  nChanged 43
		SP:Iteration 27Q (6733.950000 sec): 3 clusters
  Score: Raw -1060765.188574 + Penalty 4415.010255 = -1056350.178319
  nChanged 41
		SP:Iteration 28Q (6733.970000 sec): 3 clusters
  Score: Raw -1060781.867593 + Penalty 4415.010255 = -1056366.857338
  nChanged 38
		SP:Iteration 29Q (6734.000000 sec): 3 clusters
  Score: Raw -1060795.563226 + Penalty 4415.010255 = -1056380.552971
  nChanged 38
		SP:Iteration 30Q (6734.020000 sec): 3 clusters
  Score: Raw -1060806.207648 + Penalty 4415.010255 = -1056391.197394
  nChanged 36
		SP:Iteration 31Q (6734.050000 sec): 3 clusters
  Score: Raw -1060818.113047 + Penalty 4415.010255 = -1056403.102793
  nChanged 31
		SP:Iteration 32Q (6734.070000 sec): 3 clusters
  Score: Raw -1060826.610018 + Penalty 4415.010255 = -1056411.599763
  nChanged 25
		SP:Iteration 33Q (6734.100000 sec): 3 clusters
  Score: Raw -1060834.682970 + Penalty 4415.010255 = -1056419.672715
  nChanged 20
		SP:Iteration 34Q (6734.120000 sec): 3 clusters
  Score: Raw -1060842.037837 + Penalty 4415.010255 = -1056427.027583
  nChanged 25
		SP:Iteration 35Q (6734.150000 sec): 3 clusters
  Score: Raw -1060847.958006 + Penalty 4415.010255 = -1056432.947751
  nChanged 20
		SP:Iteration 36Q (6734.170000 sec): 3 clusters
  Score: Raw -1060853.157206 + Penalty 4415.010255 = -1056438.146951
  nChanged 14
		SP:Iteration 37Q (6734.200000 sec): 3 clusters
  Score: Raw -1060856.250444 + Penalty 4415.010255 = -1056441.240189
  nChanged 8
		SP:Iteration 38Q (6734.220000 sec): 3 clusters
  Score: Raw -1060858.007340 + Penalty 4415.010255 = -1056442.997086
  nChanged 3
		SP:Iteration 39Q (6734.250000 sec): 3 clusters
  Score: Raw -1060858.419563 + Penalty 4415.010255 = -1056443.409308
  nChanged 3
		SP:Iteration 40F (6734.270000 sec): 3 clusters
  Score: Raw -1060859.151133 + Penalty 4415.010255 = -1056444.140878
  nChanged 4
		SP:Iteration 41Q (6734.300000 sec): 3 clusters
  Score: Raw -1060860.106253 + Penalty 4415.010255 = -1056445.095998
  nChanged 3
		SP:Iteration 42Q (6734.330000 sec): 3 clusters
  Score: Raw -1060860.431113 + Penalty 4415.010255 = -1056445.420858
  nChanged 1
		SP:Iteration 43Q (6734.350000 sec): 3 clusters
  Score: Raw -1060860.562328 + Penalty 4415.010255 = -1056445.552073
  nChanged 1
		SP:Iteration 44Q (6734.370000 sec): 3 clusters
  Score: Raw -1060860.626349 + Penalty 4415.010255 = -1056445.616094
  nChanged 1
		SP:Iteration 45Q (6734.400000 sec): 3 clusters
  Score: Raw -1060860.686770 + Penalty 4415.010255 = -1056445.676515
  nChanged 1
		SP:Iteration 46Q (6734.420000 sec): 3 clusters
  Score: Raw -1060860.815944 + Penalty 4415.010255 = -1056445.805690
  nChanged 0
		SP:Iteration 47F (6734.450000 sec): 3 clusters
  Score: Raw -1060860.815944 + Penalty 4415.010255 = -1056445.805690
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6734.540000 sec): 2 clusters
  Score: Raw -4013511.325887 + Penalty 2532.029182 = -4010979.296705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6734.640000 sec): 3 clusters
  Score: Raw -3997253.397335 + Penalty 5064.058364 = -3992189.338971
  nChanged 12311
		SP:Iteration 1F (6734.740000 sec): 3 clusters
  Score: Raw -4003771.099468 + Penalty 5064.058364 = -3998707.041104
  nChanged 1250
		SP:Iteration 2Q (6734.850000 sec): 3 clusters
  Score: Raw -4004152.214045 + Penalty 5064.058364 = -3999088.155681
  nChanged 1075
		SP:Iteration 3Q (6734.950000 sec): 3 clusters
  Score: Raw -4004451.324243 + Penalty 5064.058364 = -3999387.265878
  nChanged 929
		SP:Iteration 4Q (6735.050000 sec): 3 clusters
  Score: Raw -4004693.504475 + Penalty 5064.058364 = -3999629.446111
  nChanged 812
		SP:Iteration 5Q (6735.150000 sec): 3 clusters
  Score: Raw -4004887.553128 + Penalty 5064.058364 = -3999823.494764
  nChanged 701
		SP:Iteration 6Q (6735.250000 sec): 3 clusters
  Score: Raw -4005065.149713 + Penalty 5064.058364 = -4000001.091349
  nChanged 681
		SP:Iteration 7Q (6735.350000 sec): 3 clusters
  Score: Raw -4005233.570830 + Penalty 5064.058364 = -4000169.512466
  nChanged 623
		SP:Iteration 8Q (6735.450000 sec): 3 clusters
  Score: Raw -4005399.834173 + Penalty 5064.058364 = -4000335.775809
  nChanged 627
		SP:Iteration 9Q (6735.560000 sec): 3 clusters
  Score: Raw -4005593.519000 + Penalty 5064.058364 = -4000529.460636
  nChanged 683
		SP:Iteration 10Q (6735.660000 sec): 3 clusters
  Score: Raw -4005853.039004 + Penalty 5064.058364 = -4000788.980639
  nChanged 831
		SP:Iteration 11Q (6735.760000 sec): 3 clusters
  Score: Raw -4006227.844146 + Penalty 5064.058364 = -4001163.785781
  nChanged 930
		SP:Iteration 12Q (6735.860000 sec): 3 clusters
  Score: Raw -4006718.627196 + Penalty 5064.058364 = -4001654.568832
  nChanged 1106
		SP:Iteration 13Q (6735.960000 sec): 3 clusters
  Score: Raw -4007406.822955 + Penalty 5064.058364 = -4002342.764590
  nChanged 1207
		SP:Iteration 14Q (6736.060000 sec): 3 clusters
  Score: Raw -4008235.279986 + Penalty 5064.058364 = -4003171.221622
  nChanged 1262
		SP:Iteration 15Q (6736.160000 sec): 3 clusters
  Score: Raw -4009186.673822 + Penalty 5064.058364 = -4004122.615458
  nChanged 1260
		SP:Iteration 16Q (6736.260000 sec): 3 clusters
  Score: Raw -4010176.182686 + Penalty 5064.058364 = -4005112.124322
  nChanged 1160
		SP:Iteration 17Q (6736.350000 sec): 3 clusters
  Score: Raw -4011035.386516 + Penalty 5064.058364 = -4005971.328152
  nChanged 952
		SP:Iteration 18Q (6736.440000 sec): 3 clusters
  Score: Raw -4011713.883775 + Penalty 5064.058364 = -4006649.825411
  nChanged 782
		SP:Iteration 19Q (6736.530000 sec): 3 clusters
  Score: Raw -4012260.889287 + Penalty 5064.058364 = -4007196.830923
  nChanged 617
		SP:Iteration 20F (6736.630000 sec): 3 clusters
  Score: Raw -4012689.941294 + Penalty 5064.058364 = -4007625.882929
  nChanged 476
		SP:Iteration 21Q (6736.710000 sec): 3 clusters
  Score: Raw -4013012.260500 + Penalty 5064.058364 = -4007948.202136
  nChanged 329
		SP:Iteration 22Q (6736.790000 sec): 3 clusters
  Score: Raw -4013229.637773 + Penalty 5064.058364 = -4008165.579409
  nChanged 249
		SP:Iteration 23Q (6736.870000 sec): 3 clusters
  Score: Raw -4013391.213885 + Penalty 5064.058364 = -4008327.155521
  nChanged 163
		SP:Iteration 24Q (6736.950000 sec): 3 clusters
  Score: Raw -4013499.780873 + Penalty 5064.058364 = -4008435.722509
  nChanged 116
		SP:Iteration 25Q (6737.020000 sec): 3 clusters
  Score: Raw -4013580.192415 + Penalty 5064.058364 = -4008516.134051
  nChanged 85
		SP:Iteration 26Q (6737.090000 sec): 3 clusters
  Score: Raw -4013633.859232 + Penalty 5064.058364 = -4008569.800867
  nChanged 51
		SP:Iteration 27Q (6737.170000 sec): 3 clusters
  Score: Raw -4013669.316675 + Penalty 5064.058364 = -4008605.258310
  nChanged 61
		SP:Iteration 28Q (6737.240000 sec): 3 clusters
  Score: Raw -4013718.141502 + Penalty 5064.058364 = -4008654.083138
  nChanged 41
		SP:Iteration 29Q (6737.310000 sec): 3 clusters
  Score: Raw -4013749.452844 + Penalty 5064.058364 = -4008685.394480
  nChanged 31
		SP:Iteration 30Q (6737.380000 sec): 3 clusters
  Score: Raw -4013772.661038 + Penalty 5064.058364 = -4008708.602674
  nChanged 34
		SP:Iteration 31Q (6737.450000 sec): 3 clusters
  Score: Raw -4013796.439405 + Penalty 5064.058364 = -4008732.381041
  nChanged 17
		SP:Iteration 32Q (6737.530000 sec): 3 clusters
  Score: Raw -4013809.064197 + Penalty 5064.058364 = -4008745.005833
  nChanged 11
		SP:Iteration 33Q (6737.590000 sec): 3 clusters
  Score: Raw -4013814.827890 + Penalty 5064.058364 = -4008750.769526
  nChanged 7
		SP:Iteration 34Q (6737.670000 sec): 3 clusters
  Score: Raw -4013819.526828 + Penalty 5064.058364 = -4008755.468464
  nChanged 10
		SP:Iteration 35Q (6737.740000 sec): 3 clusters
  Score: Raw -4013829.344710 + Penalty 5064.058364 = -4008765.286346
  nChanged 14
		SP:Iteration 36Q (6737.810000 sec): 3 clusters
  Score: Raw -4013840.754113 + Penalty 5064.058364 = -4008776.695749
  nChanged 8
		SP:Iteration 37Q (6737.880000 sec): 3 clusters
  Score: Raw -4013847.828905 + Penalty 5064.058364 = -4008783.770541
  nChanged 5
		SP:Iteration 38Q (6737.950000 sec): 3 clusters
  Score: Raw -4013850.701965 + Penalty 5064.058364 = -4008786.643601
  nChanged 5
		SP:Iteration 39Q (6738.020000 sec): 3 clusters
  Score: Raw -4013855.499946 + Penalty 5064.058364 = -4008791.441582
  nChanged 5
		SP:Iteration 40F (6738.110000 sec): 3 clusters
  Score: Raw -4013858.678203 + Penalty 5064.058364 = -4008794.619839
  nChanged 9
		SP:Iteration 41Q (6738.190000 sec): 3 clusters
  Score: Raw -4013864.596741 + Penalty 5064.058364 = -4008800.538376
  nChanged 6
		SP:Iteration 42Q (6738.260000 sec): 3 clusters
  Score: Raw -4013870.201449 + Penalty 5064.058364 = -4008806.143085
  nChanged 7
		SP:Iteration 43Q (6738.330000 sec): 3 clusters
  Score: Raw -4013876.001680 + Penalty 5064.058364 = -4008811.943316
  nChanged 6
		SP:Iteration 44Q (6738.400000 sec): 3 clusters
  Score: Raw -4013880.369217 + Penalty 5064.058364 = -4008816.310853
  nChanged 3
		SP:Iteration 45Q (6738.470000 sec): 3 clusters
  Score: Raw -4013883.151985 + Penalty 5064.058364 = -4008819.093621
  nChanged 5
		SP:Iteration 46Q (6738.540000 sec): 3 clusters
  Score: Raw -4013888.122267 + Penalty 5064.058364 = -4008824.063902
  nChanged 7
		SP:Iteration 47Q (6738.610000 sec): 3 clusters
  Score: Raw -4013893.434485 + Penalty 5064.058364 = -4008829.376121
  nChanged 8
		SP:Iteration 48Q (6738.680000 sec): 3 clusters
  Score: Raw -4013898.957004 + Penalty 5064.058364 = -4008834.898640
  nChanged 4
		SP:Iteration 49Q (6738.750000 sec): 3 clusters
  Score: Raw -4013901.916498 + Penalty 5064.058364 = -4008837.858133
  nChanged 4
		SP:Iteration 50Q (6738.820000 sec): 3 clusters
  Score: Raw -4013904.233402 + Penalty 5064.058364 = -4008840.175038
  nChanged 1
		SP:Iteration 51Q (6738.890000 sec): 3 clusters
  Score: Raw -4013904.645700 + Penalty 5064.058364 = -4008840.587336
  nChanged 0
		SP:Iteration 52F (6738.990000 sec): 3 clusters
  Score: Raw -4013904.645700 + Penalty 5064.058364 = -4008840.587336
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6739.060000 sec): 2 clusters
  Score: Raw -3334787.860779 + Penalty 2501.838032 = -3332286.022746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6739.150000 sec): 3 clusters
  Score: Raw -3320555.265943 + Penalty 5003.676065 = -3315551.589878
  nChanged 10692
		SP:Iteration 1F (6739.240000 sec): 3 clusters
  Score: Raw -3326361.402803 + Penalty 5003.676065 = -3321357.726739
  nChanged 1255
		SP:Iteration 2F (6739.330000 sec): 3 clusters
  Score: Raw -3326828.658046 + Penalty 5003.676065 = -3321824.981981
  nChanged 1119
		SP:Iteration 3Q (6739.420000 sec): 3 clusters
  Score: Raw -3327216.713232 + Penalty 5003.676065 = -3322213.037168
  nChanged 1011
		SP:Iteration 4Q (6739.500000 sec): 3 clusters
  Score: Raw -3327568.832484 + Penalty 5003.676065 = -3322565.156419
  nChanged 926
		SP:Iteration 5Q (6739.600000 sec): 3 clusters
  Score: Raw -3327902.679805 + Penalty 5003.676065 = -3322899.003741
  nChanged 912
		SP:Iteration 6Q (6739.680000 sec): 3 clusters
  Score: Raw -3328234.622215 + Penalty 5003.676065 = -3323230.946151
  nChanged 897
		SP:Iteration 7Q (6739.770000 sec): 3 clusters
  Score: Raw -3328567.129570 + Penalty 5003.676065 = -3323563.453506
  nChanged 891
		SP:Iteration 8Q (6739.860000 sec): 3 clusters
  Score: Raw -3328922.665157 + Penalty 5003.676065 = -3323918.989092
  nChanged 912
		SP:Iteration 9Q (6739.950000 sec): 3 clusters
  Score: Raw -3329334.003587 + Penalty 5003.676065 = -3324330.327522
  nChanged 948
		SP:Iteration 10Q (6740.040000 sec): 3 clusters
  Score: Raw -3329786.233200 + Penalty 5003.676065 = -3324782.557136
  nChanged 962
		SP:Iteration 11Q (6740.130000 sec): 3 clusters
  Score: Raw -3330250.905532 + Penalty 5003.676065 = -3325247.229467
  nChanged 916
		SP:Iteration 12Q (6740.220000 sec): 3 clusters
  Score: Raw -3330730.975100 + Penalty 5003.676065 = -3325727.299036
  nChanged 907
		SP:Iteration 13Q (6740.300000 sec): 3 clusters
  Score: Raw -3331189.359672 + Penalty 5003.676065 = -3326185.683607
  nChanged 796
		SP:Iteration 14Q (6740.390000 sec): 3 clusters
  Score: Raw -3331563.897505 + Penalty 5003.676065 = -3326560.221441
  nChanged 715
		SP:Iteration 15Q (6740.480000 sec): 3 clusters
  Score: Raw -3331865.504108 + Penalty 5003.676065 = -3326861.828043
  nChanged 578
		SP:Iteration 16Q (6740.560000 sec): 3 clusters
  Score: Raw -3332073.054576 + Penalty 5003.676065 = -3327069.378512
  nChanged 464
		SP:Iteration 17Q (6740.650000 sec): 3 clusters
  Score: Raw -3332204.950255 + Penalty 5003.676065 = -3327201.274190
  nChanged 343
		SP:Iteration 18Q (6740.740000 sec): 3 clusters
  Score: Raw -3332296.147490 + Penalty 5003.676065 = -3327292.471425
  nChanged 262
		SP:Iteration 19Q (6740.820000 sec): 3 clusters
  Score: Raw -3332362.356236 + Penalty 5003.676065 = -3327358.680171
  nChanged 235
		SP:Iteration 20F (6740.910000 sec): 3 clusters
  Score: Raw -3332416.850713 + Penalty 5003.676065 = -3327413.174648
  nChanged 203
		SP:Iteration 21Q (6741.000000 sec): 3 clusters
  Score: Raw -3332456.866154 + Penalty 5003.676065 = -3327453.190090
  nChanged 171
		SP:Iteration 22Q (6741.080000 sec): 3 clusters
  Score: Raw -3332487.613296 + Penalty 5003.676065 = -3327483.937232
  nChanged 143
		SP:Iteration 23Q (6741.170000 sec): 3 clusters
  Score: Raw -3332511.061466 + Penalty 5003.676065 = -3327507.385402
  nChanged 132
		SP:Iteration 24Q (6741.250000 sec): 3 clusters
  Score: Raw -3332529.791616 + Penalty 5003.676065 = -3327526.115551
  nChanged 123
		SP:Iteration 25Q (6741.340000 sec): 3 clusters
  Score: Raw -3332550.213614 + Penalty 5003.676065 = -3327546.537549
  nChanged 137
		SP:Iteration 26Q (6741.420000 sec): 3 clusters
  Score: Raw -3332571.546788 + Penalty 5003.676065 = -3327567.870723
  nChanged 124
		SP:Iteration 27Q (6741.500000 sec): 3 clusters
  Score: Raw -3332589.471796 + Penalty 5003.676065 = -3327585.795731
  nChanged 117
		SP:Iteration 28Q (6741.590000 sec): 3 clusters
  Score: Raw -3332611.079779 + Penalty 5003.676065 = -3327607.403715
  nChanged 138
		SP:Iteration 29Q (6741.680000 sec): 3 clusters
  Score: Raw -3332636.790838 + Penalty 5003.676065 = -3327633.114773
  nChanged 143
		SP:Iteration 30Q (6741.760000 sec): 3 clusters
  Score: Raw -3332667.435131 + Penalty 5003.676065 = -3327663.759066
  nChanged 154
		SP:Iteration 31Q (6741.840000 sec): 3 clusters
  Score: Raw -3332704.256612 + Penalty 5003.676065 = -3327700.580548
  nChanged 150
		SP:Iteration 32Q (6741.930000 sec): 3 clusters
  Score: Raw -3332736.753209 + Penalty 5003.676065 = -3327733.077145
  nChanged 162
		SP:Iteration 33Q (6742.010000 sec): 3 clusters
  Score: Raw -3332769.737243 + Penalty 5003.676065 = -3327766.061179
  nChanged 156
		SP:Iteration 34Q (6742.090000 sec): 3 clusters
  Score: Raw -3332800.010662 + Penalty 5003.676065 = -3327796.334597
  nChanged 161
		SP:Iteration 35Q (6742.180000 sec): 3 clusters
  Score: Raw -3332832.241648 + Penalty 5003.676065 = -3327828.565583
  nChanged 160
		SP:Iteration 36Q (6742.260000 sec): 3 clusters
  Score: Raw -3332861.714746 + Penalty 5003.676065 = -3327858.038681
  nChanged 143
		SP:Iteration 37Q (6742.340000 sec): 3 clusters
  Score: Raw -3332888.579453 + Penalty 5003.676065 = -3327884.903388
  nChanged 131
		SP:Iteration 38Q (6742.430000 sec): 3 clusters
  Score: Raw -3332914.029049 + Penalty 5003.676065 = -3327910.352984
  nChanged 136
		SP:Iteration 39Q (6742.510000 sec): 3 clusters
  Score: Raw -3332940.668609 + Penalty 5003.676065 = -3327936.992545
  nChanged 129
		SP:Iteration 40F (6742.600000 sec): 3 clusters
  Score: Raw -3332966.128018 + Penalty 5003.676065 = -3327962.451953
  nChanged 145
		SP:Iteration 41Q (6742.680000 sec): 3 clusters
  Score: Raw -3332998.712147 + Penalty 5003.676065 = -3327995.036082
  nChanged 149
		SP:Iteration 42Q (6742.770000 sec): 3 clusters
  Score: Raw -3333036.049462 + Penalty 5003.676065 = -3328032.373397
  nChanged 155
		SP:Iteration 43Q (6742.850000 sec): 3 clusters
  Score: Raw -3333068.564574 + Penalty 5003.676065 = -3328064.888509
  nChanged 154
		SP:Iteration 44Q (6742.930000 sec): 3 clusters
  Score: Raw -3333099.190369 + Penalty 5003.676065 = -3328095.514304
  nChanged 136
		SP:Iteration 45Q (6743.020000 sec): 3 clusters
  Score: Raw -3333124.021653 + Penalty 5003.676065 = -3328120.345589
  nChanged 133
		SP:Iteration 46Q (6743.100000 sec): 3 clusters
  Score: Raw -3333143.822078 + Penalty 5003.676065 = -3328140.146014
  nChanged 111
		SP:Iteration 47Q (6743.180000 sec): 3 clusters
  Score: Raw -3333161.199217 + Penalty 5003.676065 = -3328157.523152
  nChanged 115
		SP:Iteration 48Q (6743.260000 sec): 3 clusters
  Score: Raw -3333181.256718 + Penalty 5003.676065 = -3328177.580653
  nChanged 123
		SP:Iteration 49Q (6743.340000 sec): 3 clusters
  Score: Raw -3333202.251342 + Penalty 5003.676065 = -3328198.575278
  nChanged 121
		SP:Iteration 50Q (6743.420000 sec): 3 clusters
  Score: Raw -3333226.078959 + Penalty 5003.676065 = -3328222.402895
  nChanged 115
		SP:Iteration 51Q (6743.510000 sec): 3 clusters
  Score: Raw -3333245.827048 + Penalty 5003.676065 = -3328242.150983
  nChanged 101
		SP:Iteration 52Q (6743.590000 sec): 3 clusters
  Score: Raw -3333263.952163 + Penalty 5003.676065 = -3328260.276098
  nChanged 106
		SP:Iteration 53Q (6743.670000 sec): 3 clusters
  Score: Raw -3333283.853170 + Penalty 5003.676065 = -3328280.177105
  nChanged 114
		SP:Iteration 54Q (6743.750000 sec): 3 clusters
  Score: Raw -3333302.620614 + Penalty 5003.676065 = -3328298.944550
  nChanged 109
		SP:Iteration 55Q (6743.830000 sec): 3 clusters
  Score: Raw -3333321.921293 + Penalty 5003.676065 = -3328318.245228
  nChanged 124
		SP:Iteration 56Q (6743.910000 sec): 3 clusters
  Score: Raw -3333341.544120 + Penalty 5003.676065 = -3328337.868055
  nChanged 99
		SP:Iteration 57Q (6743.990000 sec): 3 clusters
  Score: Raw -3333360.166494 + Penalty 5003.676065 = -3328356.490430
  nChanged 95
		SP:Iteration 58Q (6744.070000 sec): 3 clusters
  Score: Raw -3333378.370077 + Penalty 5003.676065 = -3328374.694012
  nChanged 103
		SP:Iteration 59Q (6744.150000 sec): 3 clusters
  Score: Raw -3333399.056891 + Penalty 5003.676065 = -3328395.380826
  nChanged 110
		SP:Iteration 60F (6744.240000 sec): 3 clusters
  Score: Raw -3333416.964090 + Penalty 5003.676065 = -3328413.288025
  nChanged 94
		SP:Iteration 61Q (6744.320000 sec): 3 clusters
  Score: Raw -3333430.607962 + Penalty 5003.676065 = -3328426.931898
  nChanged 81
		SP:Iteration 62Q (6744.400000 sec): 3 clusters
  Score: Raw -3333446.637254 + Penalty 5003.676065 = -3328442.961190
  nChanged 96
		SP:Iteration 63Q (6744.480000 sec): 3 clusters
  Score: Raw -3333466.399231 + Penalty 5003.676065 = -3328462.723167
  nChanged 106
		SP:Iteration 64Q (6744.560000 sec): 3 clusters
  Score: Raw -3333488.931793 + Penalty 5003.676065 = -3328485.255728
  nChanged 120
		SP:Iteration 65Q (6744.640000 sec): 3 clusters
  Score: Raw -3333514.531953 + Penalty 5003.676065 = -3328510.855889
  nChanged 114
		SP:Iteration 66Q (6744.720000 sec): 3 clusters
  Score: Raw -3333537.527894 + Penalty 5003.676065 = -3328533.851829
  nChanged 126
		SP:Iteration 67Q (6744.800000 sec): 3 clusters
  Score: Raw -3333561.110779 + Penalty 5003.676065 = -3328557.434715
  nChanged 119
		SP:Iteration 68Q (6744.880000 sec): 3 clusters
  Score: Raw -3333585.044361 + Penalty 5003.676065 = -3328581.368296
  nChanged 137
		SP:Iteration 69Q (6744.960000 sec): 3 clusters
  Score: Raw -3333612.808110 + Penalty 5003.676065 = -3328609.132045
  nChanged 128
		SP:Iteration 70Q (6745.040000 sec): 3 clusters
  Score: Raw -3333638.254480 + Penalty 5003.676065 = -3328634.578415
  nChanged 128
		SP:Iteration 71Q (6745.110000 sec): 3 clusters
  Score: Raw -3333666.015037 + Penalty 5003.676065 = -3328662.338972
  nChanged 126
		SP:Iteration 72Q (6745.190000 sec): 3 clusters
  Score: Raw -3333693.952870 + Penalty 5003.676065 = -3328690.276805
  nChanged 119
		SP:Iteration 73Q (6745.270000 sec): 3 clusters
  Score: Raw -3333719.701328 + Penalty 5003.676065 = -3328716.025264
  nChanged 128
		SP:Iteration 74Q (6745.350000 sec): 3 clusters
  Score: Raw -3333747.090256 + Penalty 5003.676065 = -3328743.414191
  nChanged 116
		SP:Iteration 75Q (6745.430000 sec): 3 clusters
  Score: Raw -3333770.736105 + Penalty 5003.676065 = -3328767.060040
  nChanged 119
		SP:Iteration 76Q (6745.500000 sec): 3 clusters
  Score: Raw -3333794.795433 + Penalty 5003.676065 = -3328791.119368
  nChanged 119
		SP:Iteration 77Q (6745.580000 sec): 3 clusters
  Score: Raw -3333818.957067 + Penalty 5003.676065 = -3328815.281002
  nChanged 117
		SP:Iteration 78Q (6745.660000 sec): 3 clusters
  Score: Raw -3333841.001102 + Penalty 5003.676065 = -3328837.325038
  nChanged 99
		SP:Iteration 79Q (6745.740000 sec): 3 clusters
  Score: Raw -3333859.155939 + Penalty 5003.676065 = -3328855.479875
  nChanged 96
		SP:Iteration 80F (6745.820000 sec): 3 clusters
  Score: Raw -3333877.829891 + Penalty 5003.676065 = -3328874.153826
  nChanged 111
		SP:Iteration 81Q (6745.900000 sec): 3 clusters
  Score: Raw -3333902.006032 + Penalty 5003.676065 = -3328898.329967
  nChanged 105
		SP:Iteration 82Q (6745.980000 sec): 3 clusters
  Score: Raw -3333922.526426 + Penalty 5003.676065 = -3328918.850361
  nChanged 93
		SP:Iteration 83Q (6746.060000 sec): 3 clusters
  Score: Raw -3333940.749912 + Penalty 5003.676065 = -3328937.073848
  nChanged 95
		SP:Iteration 84Q (6746.130000 sec): 3 clusters
  Score: Raw -3333960.162468 + Penalty 5003.676065 = -3328956.486403
  nChanged 101
		SP:Iteration 85Q (6746.200000 sec): 3 clusters
  Score: Raw -3333979.615518 + Penalty 5003.676065 = -3328975.939453
  nChanged 106
		SP:Iteration 86Q (6746.280000 sec): 3 clusters
  Score: Raw -3334000.227150 + Penalty 5003.676065 = -3328996.551086
  nChanged 102
		SP:Iteration 87Q (6746.360000 sec): 3 clusters
  Score: Raw -3334021.627284 + Penalty 5003.676065 = -3329017.951219
  nChanged 111
		SP:Iteration 88Q (6746.430000 sec): 3 clusters
  Score: Raw -3334047.267877 + Penalty 5003.676065 = -3329043.591812
  nChanged 107
		SP:Iteration 89Q (6746.510000 sec): 3 clusters
  Score: Raw -3334073.187346 + Penalty 5003.676065 = -3329069.511282
  nChanged 116
		SP:Iteration 90Q (6746.580000 sec): 3 clusters
  Score: Raw -3334101.974190 + Penalty 5003.676065 = -3329098.298125
  nChanged 132
		SP:Iteration 91Q (6746.660000 sec): 3 clusters
  Score: Raw -3334138.579536 + Penalty 5003.676065 = -3329134.903471
  nChanged 137
		SP:Iteration 92Q (6746.730000 sec): 3 clusters
  Score: Raw -3334172.684848 + Penalty 5003.676065 = -3329169.008783
  nChanged 129
		SP:Iteration 93Q (6746.800000 sec): 3 clusters
  Score: Raw -3334207.986829 + Penalty 5003.676065 = -3329204.310765
  nChanged 126
		SP:Iteration 94Q (6746.880000 sec): 3 clusters
  Score: Raw -3334242.609207 + Penalty 5003.676065 = -3329238.933142
  nChanged 123
		SP:Iteration 95Q (6746.950000 sec): 3 clusters
  Score: Raw -3334277.058629 + Penalty 5003.676065 = -3329273.382565
  nChanged 134
		SP:Iteration 96Q (6747.020000 sec): 3 clusters
  Score: Raw -3334317.855461 + Penalty 5003.676065 = -3329314.179396
  nChanged 119
		SP:Iteration 97Q (6747.100000 sec): 3 clusters
  Score: Raw -3334350.196220 + Penalty 5003.676065 = -3329346.520155
  nChanged 87
		SP:Iteration 98Q (6747.170000 sec): 3 clusters
  Score: Raw -3334374.006774 + Penalty 5003.676065 = -3329370.330710
  nChanged 83
		SP:Iteration 99Q (6747.240000 sec): 3 clusters
  Score: Raw -3334398.426389 + Penalty 5003.676065 = -3329394.750325
  nChanged 78
		SP:Iteration 100F (6747.330000 sec): 3 clusters
  Score: Raw -3334422.150843 + Penalty 5003.676065 = -3329418.474778
  nChanged 78
		SP:Iteration 101Q (6747.400000 sec): 3 clusters
  Score: Raw -3334443.085944 + Penalty 5003.676065 = -3329439.409879
  nChanged 91
		SP:Iteration 102Q (6747.470000 sec): 3 clusters
  Score: Raw -3334467.049609 + Penalty 5003.676065 = -3329463.373544
  nChanged 85
		SP:Iteration 103Q (6747.540000 sec): 3 clusters
  Score: Raw -3334496.363186 + Penalty 5003.676065 = -3329492.687121
  nChanged 112
		SP:Iteration 104Q (6747.610000 sec): 3 clusters
  Score: Raw -3334538.033959 + Penalty 5003.676065 = -3329534.357895
  nChanged 113
		SP:Iteration 105Q (6747.680000 sec): 3 clusters
  Score: Raw -3334581.477329 + Penalty 5003.676065 = -3329577.801264
  nChanged 110
		SP:Iteration 106Q (6747.750000 sec): 3 clusters
  Score: Raw -3334627.882545 + Penalty 5003.676065 = -3329624.206480
  nChanged 104
		SP:Iteration 107Q (6747.820000 sec): 3 clusters
  Score: Raw -3334667.083084 + Penalty 5003.676065 = -3329663.407020
  nChanged 90
		SP:Iteration 108Q (6747.890000 sec): 3 clusters
  Score: Raw -3334700.163505 + Penalty 5003.676065 = -3329696.487440
  nChanged 88
		SP:Iteration 109Q (6747.960000 sec): 3 clusters
  Score: Raw -3334736.268296 + Penalty 5003.676065 = -3329732.592231
  nChanged 80
		SP:Iteration 110Q (6748.020000 sec): 3 clusters
  Score: Raw -3334765.515094 + Penalty 5003.676065 = -3329761.839030
  nChanged 73
		SP:Iteration 111Q (6748.090000 sec): 3 clusters
  Score: Raw -3334791.751361 + Penalty 5003.676065 = -3329788.075296
  nChanged 63
		SP:Iteration 112Q (6748.160000 sec): 3 clusters
  Score: Raw -3334813.813370 + Penalty 5003.676065 = -3329810.137306
  nChanged 58
		SP:Iteration 113Q (6748.230000 sec): 3 clusters
  Score: Raw -3334838.392528 + Penalty 5003.676065 = -3329834.716464
  nChanged 60
		SP:Iteration 114Q (6748.300000 sec): 3 clusters
  Score: Raw -3334857.493285 + Penalty 5003.676065 = -3329853.817221
  nChanged 57
		SP:Iteration 115Q (6748.370000 sec): 3 clusters
  Score: Raw -3334878.308266 + Penalty 5003.676065 = -3329874.632202
  nChanged 53
		SP:Iteration 116Q (6748.430000 sec): 3 clusters
  Score: Raw -3334895.586925 + Penalty 5003.676065 = -3329891.910860
  nChanged 39
		SP:Iteration 117Q (6748.500000 sec): 3 clusters
  Score: Raw -3334908.445346 + Penalty 5003.676065 = -3329904.769281
  nChanged 39
		SP:Iteration 118Q (6748.570000 sec): 3 clusters
  Score: Raw -3334922.841865 + Penalty 5003.676065 = -3329919.165801
  nChanged 44
		SP:Iteration 119Q (6748.640000 sec): 3 clusters
  Score: Raw -3334942.218956 + Penalty 5003.676065 = -3329938.542891
  nChanged 46
		SP:Iteration 120F (6748.720000 sec): 3 clusters
  Score: Raw -3334967.177555 + Penalty 5003.676065 = -3329963.501490
  nChanged 54
		SP:Iteration 121Q (6748.790000 sec): 3 clusters
  Score: Raw -3334997.793179 + Penalty 5003.676065 = -3329994.117115
  nChanged 55
		SP:Iteration 122Q (6748.860000 sec): 3 clusters
  Score: Raw -3335030.118680 + Penalty 5003.676065 = -3330026.442616
  nChanged 64
		SP:Iteration 123Q (6748.920000 sec): 3 clusters
  Score: Raw -3335067.795539 + Penalty 5003.676065 = -3330064.119474
  nChanged 67
		SP:Iteration 124Q (6748.990000 sec): 3 clusters
  Score: Raw -3335110.461043 + Penalty 5003.676065 = -3330106.784978
  nChanged 53
		SP:Iteration 125Q (6749.050000 sec): 3 clusters
  Score: Raw -3335140.237671 + Penalty 5003.676065 = -3330136.561607
  nChanged 48
		SP:Iteration 126Q (6749.120000 sec): 3 clusters
  Score: Raw -3335163.045617 + Penalty 5003.676065 = -3330159.369552
  nChanged 42
		SP:Iteration 127Q (6749.180000 sec): 3 clusters
  Score: Raw -3335184.604099 + Penalty 5003.676065 = -3330180.928035
  nChanged 32
		SP:Iteration 128Q (6749.250000 sec): 3 clusters
  Score: Raw -3335197.273817 + Penalty 5003.676065 = -3330193.597753
  nChanged 20
		SP:Iteration 129Q (6749.310000 sec): 3 clusters
  Score: Raw -3335205.378762 + Penalty 5003.676065 = -3330201.702697
  nChanged 22
		SP:Iteration 130Q (6749.380000 sec): 3 clusters
  Score: Raw -3335215.400410 + Penalty 5003.676065 = -3330211.724346
  nChanged 20
		SP:Iteration 131Q (6749.440000 sec): 3 clusters
  Score: Raw -3335224.341588 + Penalty 5003.676065 = -3330220.665523
  nChanged 18
		SP:Iteration 132Q (6749.500000 sec): 3 clusters
  Score: Raw -3335231.075416 + Penalty 5003.676065 = -3330227.399352
  nChanged 14
		SP:Iteration 133Q (6749.570000 sec): 3 clusters
  Score: Raw -3335237.413484 + Penalty 5003.676065 = -3330233.737420
  nChanged 18
		SP:Iteration 134Q (6749.630000 sec): 3 clusters
  Score: Raw -3335244.334036 + Penalty 5003.676065 = -3330240.657971
  nChanged 14
		SP:Iteration 135Q (6749.700000 sec): 3 clusters
  Score: Raw -3335251.367941 + Penalty 5003.676065 = -3330247.691876
  nChanged 20
		SP:Iteration 136Q (6749.760000 sec): 3 clusters
  Score: Raw -3335259.240791 + Penalty 5003.676065 = -3330255.564726
  nChanged 19
		SP:Iteration 137Q (6749.830000 sec): 3 clusters
  Score: Raw -3335267.898193 + Penalty 5003.676065 = -3330264.222129
  nChanged 16
		SP:Iteration 138Q (6749.890000 sec): 3 clusters
  Score: Raw -3335274.169397 + Penalty 5003.676065 = -3330270.493332
  nChanged 8
		SP:Iteration 139Q (6749.950000 sec): 3 clusters
  Score: Raw -3335278.036594 + Penalty 5003.676065 = -3330274.360529
  nChanged 8
		SP:Iteration 140F (6750.040000 sec): 3 clusters
  Score: Raw -3335281.652566 + Penalty 5003.676065 = -3330277.976501
  nChanged 7
		SP:Iteration 141Q (6750.100000 sec): 3 clusters
  Score: Raw -3335284.731863 + Penalty 5003.676065 = -3330281.055798
  nChanged 2
		SP:Iteration 142Q (6750.170000 sec): 3 clusters
  Score: Raw -3335285.018506 + Penalty 5003.676065 = -3330281.342441
  nChanged 2
		SP:Iteration 143Q (6750.230000 sec): 3 clusters
  Score: Raw -3335285.558995 + Penalty 5003.676065 = -3330281.882930
  nChanged 1
		SP:Iteration 144Q (6750.300000 sec): 3 clusters
  Score: Raw -3335286.204899 + Penalty 5003.676065 = -3330282.528834
  nChanged 3
		SP:Iteration 145Q (6750.360000 sec): 3 clusters
  Score: Raw -3335286.727771 + Penalty 5003.676065 = -3330283.051707
  nChanged 0
		SP:Iteration 146F (6750.450000 sec): 3 clusters
  Score: Raw -3335286.727771 + Penalty 5003.676065 = -3330283.051707
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6750.470000 sec): 2 clusters
  Score: Raw -493895.315700 + Penalty 2018.942818 = -491876.372882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6750.480000 sec): 3 clusters
  Score: Raw -492353.984760 + Penalty 4037.885636 = -488316.099124
  nChanged 1251
		SP:Iteration 1F (6750.490000 sec): 3 clusters
  Score: Raw -493138.047391 + Penalty 4037.885636 = -489100.161754
  nChanged 268
		SP:Iteration 2F (6750.510000 sec): 3 clusters
  Score: Raw -493339.702077 + Penalty 4037.885636 = -489301.816441
  nChanged 189
		SP:Iteration 3F (6750.520000 sec): 3 clusters
  Score: Raw -493451.552511 + Penalty 4037.885636 = -489413.666875
  nChanged 122
		SP:Iteration 4Q (6750.530000 sec): 3 clusters
  Score: Raw -493555.621988 + Penalty 4037.885636 = -489517.736352
  nChanged 127
		SP:Iteration 5Q (6750.540000 sec): 3 clusters
  Score: Raw -493671.903992 + Penalty 4037.885636 = -489634.018355
  nChanged 142
		SP:Iteration 6Q (6750.560000 sec): 3 clusters
  Score: Raw -493832.125465 + Penalty 4037.885636 = -489794.239828
  nChanged 170
		SP:Iteration 7Q (6750.570000 sec): 3 clusters
  Score: Raw -494022.216092 + Penalty 4037.885636 = -489984.330455
  nChanged 172
		SP:Iteration 8F (6750.580000 sec): 3 clusters
  Score: Raw -494241.454355 + Penalty 4037.885636 = -490203.568718
  nChanged 192
		SP:Iteration 9F (6750.590000 sec): 3 clusters
  Score: Raw -494489.937831 + Penalty 4037.885636 = -490452.052194
  nChanged 162
		SP:Iteration 10Q (6750.600000 sec): 3 clusters
  Score: Raw -494708.385998 + Penalty 4037.885636 = -490670.500362
  nChanged 127
		SP:Iteration 11Q (6750.620000 sec): 3 clusters
  Score: Raw -494880.924567 + Penalty 4037.885636 = -490843.038931
  nChanged 116
		SP:Iteration 12Q (6750.630000 sec): 3 clusters
  Score: Raw -495059.200719 + Penalty 4037.885636 = -491021.315082
  nChanged 102
		SP:Iteration 13Q (6750.640000 sec): 3 clusters
  Score: Raw -495204.355724 + Penalty 4037.885636 = -491166.470088
  nChanged 104
		SP:Iteration 14Q (6750.650000 sec): 3 clusters
  Score: Raw -495336.212848 + Penalty 4037.885636 = -491298.327212
  nChanged 77
		SP:Iteration 15Q (6750.660000 sec): 3 clusters
  Score: Raw -495431.344694 + Penalty 4037.885636 = -491393.459057
  nChanged 69
		SP:Iteration 16Q (6750.670000 sec): 3 clusters
  Score: Raw -495505.792416 + Penalty 4037.885636 = -491467.906780
  nChanged 58
		SP:Iteration 17Q (6750.680000 sec): 3 clusters
  Score: Raw -495554.532135 + Penalty 4037.885636 = -491516.646498
  nChanged 35
		SP:Iteration 18Q (6750.690000 sec): 3 clusters
  Score: Raw -495583.579772 + Penalty 4037.885636 = -491545.694135
  nChanged 27
		SP:Iteration 19Q (6750.700000 sec): 3 clusters
  Score: Raw -495598.010291 + Penalty 4037.885636 = -491560.124655
  nChanged 14
		SP:Iteration 20F (6750.720000 sec): 3 clusters
  Score: Raw -495605.221622 + Penalty 4037.885636 = -491567.335986
  nChanged 10
		SP:Iteration 21Q (6750.720000 sec): 3 clusters
  Score: Raw -495610.869201 + Penalty 4037.885636 = -491572.983564
  nChanged 9
		SP:Iteration 22Q (6750.740000 sec): 3 clusters
  Score: Raw -495614.919690 + Penalty 4037.885636 = -491577.034054
  nChanged 6
		SP:Iteration 23Q (6750.740000 sec): 3 clusters
  Score: Raw -495617.479268 + Penalty 4037.885636 = -491579.593631
  nChanged 5
		SP:Iteration 24Q (6750.760000 sec): 3 clusters
  Score: Raw -495619.741581 + Penalty 4037.885636 = -491581.855945
  nChanged 4
		SP:Iteration 25Q (6750.760000 sec): 3 clusters
  Score: Raw -495621.180683 + Penalty 4037.885636 = -491583.295047
  nChanged 4
		SP:Iteration 26Q (6750.780000 sec): 3 clusters
  Score: Raw -495622.935156 + Penalty 4037.885636 = -491585.049519
  nChanged 3
		SP:Iteration 27Q (6750.780000 sec): 3 clusters
  Score: Raw -495623.923659 + Penalty 4037.885636 = -491586.038023
  nChanged 2
		SP:Iteration 28Q (6750.800000 sec): 3 clusters
  Score: Raw -495624.574853 + Penalty 4037.885636 = -491586.689217
  nChanged 2
		SP:Iteration 29Q (6750.800000 sec): 3 clusters
  Score: Raw -495625.011715 + Penalty 4037.885636 = -491587.126078
  nChanged 0
		SP:Iteration 30F (6750.820000 sec): 3 clusters
  Score: Raw -495625.011715 + Penalty 4037.885636 = -491587.126078
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6750.820000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6750.830000 sec): 3 clusters
  Score: Raw -126906.902978 + Penalty 3350.283633 = -123556.619345
  nChanged 181
		SP:Iteration 1F (6750.830000 sec): 3 clusters
  Score: Raw -127104.355350 + Penalty 3350.283633 = -123754.071716
  nChanged 51
		SP:Iteration 2F (6750.830000 sec): 3 clusters
  Score: Raw -127175.733329 + Penalty 3350.283633 = -123825.449695
  nChanged 18
		SP:Iteration 3Q (6750.840000 sec): 3 clusters
  Score: Raw -127202.015882 + Penalty 3350.283633 = -123851.732248
  nChanged 16
		SP:Iteration 4Q (6750.840000 sec): 3 clusters
  Score: Raw -127226.089994 + Penalty 3350.283633 = -123875.806361
  nChanged 9
		SP:Iteration 5Q (6750.840000 sec): 3 clusters
  Score: Raw -127238.192641 + Penalty 3350.283633 = -123887.909008
  nChanged 7
		SP:Iteration 6Q (6750.840000 sec): 3 clusters
  Score: Raw -127248.960017 + Penalty 3350.283633 = -123898.676383
  nChanged 7
		SP:Iteration 7Q (6750.850000 sec): 3 clusters
  Score: Raw -127257.877323 + Penalty 3350.283633 = -123907.593690
  nChanged 5
		SP:Iteration 8Q (6750.850000 sec): 3 clusters
  Score: Raw -127265.543110 + Penalty 3350.283633 = -123915.259477
  nChanged 7
		SP:Iteration 9Q (6750.860000 sec): 3 clusters
  Score: Raw -127277.161225 + Penalty 3350.283633 = -123926.877591
  nChanged 1
		SP:Iteration 10Q (6750.860000 sec): 3 clusters
  Score: Raw -127279.606141 + Penalty 3350.283633 = -123929.322508
  nChanged 1
		SP:Iteration 11Q (6750.860000 sec): 3 clusters
  Score: Raw -127280.488632 + Penalty 3350.283633 = -123930.204999
  nChanged 0
		SP:Iteration 12F (6750.860000 sec): 3 clusters
  Score: Raw -127280.488632 + Penalty 3350.283633 = -123930.204999
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6750.870000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6750.870000 sec): 3 clusters
  Score: Raw -33692.346992 + Penalty 2756.186719 = -30936.160274
  nChanged 31
		SP:Iteration 1F (6750.870000 sec): 3 clusters
  Score: Raw -33851.144415 + Penalty 2756.186719 = -31094.957697
  nChanged 8
		SP:Iteration 2Q (6750.870000 sec): 3 clusters
  Score: Raw -33959.360274 + Penalty 2756.186719 = -31203.173556
  nChanged 5
		SP:Iteration 3Q (6750.870000 sec): 3 clusters
  Score: Raw -33980.935169 + Penalty 2756.186719 = -31224.748450
  nChanged 2
		SP:Iteration 4Q (6750.870000 sec): 3 clusters
  Score: Raw -33987.760708 + Penalty 2756.186719 = -31231.573990
  nChanged 3
		SP:Iteration 5Q (6750.870000 sec): 3 clusters
  Score: Raw -33997.277113 + Penalty 2756.186719 = -31241.090395
  nChanged 0
		SP:Iteration 6F (6750.880000 sec): 3 clusters
  Score: Raw -33997.277113 + Penalty 2756.186719 = -31241.090395
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6750.920000 sec): 2 clusters
  Score: Raw -2053881.213625 + Penalty 2363.321236 = -2051517.892389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6750.970000 sec): 3 clusters
  Score: Raw -2046162.203402 + Penalty 4726.642471 = -2041435.560931
  nChanged 5862
		SP:Iteration 1F (6751.020000 sec): 3 clusters
  Score: Raw -2049150.730373 + Penalty 4726.642471 = -2044424.087901
  nChanged 828
		SP:Iteration 2F (6751.070000 sec): 3 clusters
  Score: Raw -2049498.059204 + Penalty 4726.642471 = -2044771.416733
  nChanged 660
		SP:Iteration 3Q (6751.120000 sec): 3 clusters
  Score: Raw -2049748.978940 + Penalty 4726.642471 = -2045022.336469
  nChanged 581
		SP:Iteration 4Q (6751.170000 sec): 3 clusters
  Score: Raw -2049946.162085 + Penalty 4726.642471 = -2045219.519614
  nChanged 491
		SP:Iteration 5Q (6751.220000 sec): 3 clusters
  Score: Raw -2050100.607724 + Penalty 4726.642471 = -2045373.965253
  nChanged 414
		SP:Iteration 6Q (6751.270000 sec): 3 clusters
  Score: Raw -2050233.027785 + Penalty 4726.642471 = -2045506.385314
  nChanged 370
		SP:Iteration 7Q (6751.320000 sec): 3 clusters
  Score: Raw -2050350.551988 + Penalty 4726.642471 = -2045623.909516
  nChanged 347
		SP:Iteration 8Q (6751.370000 sec): 3 clusters
  Score: Raw -2050458.078110 + Penalty 4726.642471 = -2045731.435639
  nChanged 338
		SP:Iteration 9Q (6751.420000 sec): 3 clusters
  Score: Raw -2050562.305084 + Penalty 4726.642471 = -2045835.662613
  nChanged 329
		SP:Iteration 10Q (6751.470000 sec): 3 clusters
  Score: Raw -2050661.913634 + Penalty 4726.642471 = -2045935.271163
  nChanged 318
		SP:Iteration 11Q (6751.520000 sec): 3 clusters
  Score: Raw -2050762.639452 + Penalty 4726.642471 = -2046035.996981
  nChanged 307
		SP:Iteration 12Q (6751.570000 sec): 3 clusters
  Score: Raw -2050867.894672 + Penalty 4726.642471 = -2046141.252200
  nChanged 328
		SP:Iteration 13Q (6751.620000 sec): 3 clusters
  Score: Raw -2050986.810673 + Penalty 4726.642471 = -2046260.168201
  nChanged 361
		SP:Iteration 14Q (6751.670000 sec): 3 clusters
  Score: Raw -2051130.800388 + Penalty 4726.642471 = -2046404.157917
  nChanged 389
		SP:Iteration 15Q (6751.720000 sec): 3 clusters
  Score: Raw -2051310.621965 + Penalty 4726.642471 = -2046583.979493
  nChanged 438
		SP:Iteration 16Q (6751.770000 sec): 3 clusters
  Score: Raw -2051525.271220 + Penalty 4726.642471 = -2046798.628749
  nChanged 495
		SP:Iteration 17Q (6751.820000 sec): 3 clusters
  Score: Raw -2051799.156115 + Penalty 4726.642471 = -2047072.513643
  nChanged 545
		SP:Iteration 18Q (6751.870000 sec): 3 clusters
  Score: Raw -2052128.938492 + Penalty 4726.642471 = -2047402.296020
  nChanged 545
		SP:Iteration 19Q (6751.920000 sec): 3 clusters
  Score: Raw -2052483.858370 + Penalty 4726.642471 = -2047757.215898
  nChanged 521
		SP:Iteration 20F (6751.970000 sec): 3 clusters
  Score: Raw -2052845.607924 + Penalty 4726.642471 = -2048118.965452
  nChanged 458
		SP:Iteration 21Q (6752.020000 sec): 3 clusters
  Score: Raw -2053196.973645 + Penalty 4726.642471 = -2048470.331173
  nChanged 357
		SP:Iteration 22Q (6752.060000 sec): 3 clusters
  Score: Raw -2053479.887097 + Penalty 4726.642471 = -2048753.244626
  nChanged 248
		SP:Iteration 23Q (6752.110000 sec): 3 clusters
  Score: Raw -2053672.767364 + Penalty 4726.642471 = -2048946.124893
  nChanged 167
		SP:Iteration 24Q (6752.150000 sec): 3 clusters
  Score: Raw -2053806.646995 + Penalty 4726.642471 = -2049080.004523
  nChanged 136
		SP:Iteration 25Q (6752.200000 sec): 3 clusters
  Score: Raw -2053919.762642 + Penalty 4726.642471 = -2049193.120170
  nChanged 96
		SP:Iteration 26Q (6752.240000 sec): 3 clusters
  Score: Raw -2053989.738420 + Penalty 4726.642471 = -2049263.095948
  nChanged 68
		SP:Iteration 27Q (6752.280000 sec): 3 clusters
  Score: Raw -2054040.400542 + Penalty 4726.642471 = -2049313.758071
  nChanged 45
		SP:Iteration 28Q (6752.320000 sec): 3 clusters
  Score: Raw -2054072.842286 + Penalty 4726.642471 = -2049346.199815
  nChanged 37
		SP:Iteration 29Q (6752.360000 sec): 3 clusters
  Score: Raw -2054101.472774 + Penalty 4726.642471 = -2049374.830302
  nChanged 34
		SP:Iteration 30Q (6752.400000 sec): 3 clusters
  Score: Raw -2054138.149302 + Penalty 4726.642471 = -2049411.506831
  nChanged 33
		SP:Iteration 31Q (6752.430000 sec): 3 clusters
  Score: Raw -2054172.685507 + Penalty 4726.642471 = -2049446.043036
  nChanged 28
		SP:Iteration 32Q (6752.470000 sec): 3 clusters
  Score: Raw -2054200.880458 + Penalty 4726.642471 = -2049474.237986
  nChanged 18
		SP:Iteration 33Q (6752.510000 sec): 3 clusters
  Score: Raw -2054218.510796 + Penalty 4726.642471 = -2049491.868325
  nChanged 11
		SP:Iteration 34Q (6752.550000 sec): 3 clusters
  Score: Raw -2054230.858561 + Penalty 4726.642471 = -2049504.216089
  nChanged 10
		SP:Iteration 35Q (6752.580000 sec): 3 clusters
  Score: Raw -2054243.239565 + Penalty 4726.642471 = -2049516.597094
  nChanged 10
		SP:Iteration 36Q (6752.620000 sec): 3 clusters
  Score: Raw -2054254.030763 + Penalty 4726.642471 = -2049527.388292
  nChanged 5
		SP:Iteration 37Q (6752.660000 sec): 3 clusters
  Score: Raw -2054258.807010 + Penalty 4726.642471 = -2049532.164539
  nChanged 5
		SP:Iteration 38Q (6752.690000 sec): 3 clusters
  Score: Raw -2054262.633595 + Penalty 4726.642471 = -2049535.991124
  nChanged 1
		SP:Iteration 39Q (6752.730000 sec): 3 clusters
  Score: Raw -2054264.597697 + Penalty 4726.642471 = -2049537.955226
  nChanged 4
		SP:Iteration 40F (6752.780000 sec): 3 clusters
  Score: Raw -2054269.095636 + Penalty 4726.642471 = -2049542.453164
  nChanged 1
		SP:Iteration 41Q (6752.820000 sec): 3 clusters
  Score: Raw -2054269.605116 + Penalty 4726.642471 = -2049542.962644
  nChanged 0
		SP:Iteration 42F (6752.860000 sec): 3 clusters
  Score: Raw -2054269.605116 + Penalty 4726.642471 = -2049542.962644
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69763 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6753.100000 sec): 2 clusters
  Score: Raw -10201920.397236 + Penalty 2765.909047 = -10199154.488188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6753.350000 sec): 3 clusters
  Score: Raw -10158072.504041 + Penalty 5531.818095 = -10152540.685946
  nChanged 32523
		SP:Iteration 1F (6753.610000 sec): 3 clusters
  Score: Raw -10175911.567410 + Penalty 5531.818095 = -10170379.749316
  nChanged 2320
		SP:Iteration 2Q (6753.880000 sec): 3 clusters
  Score: Raw -10176466.277836 + Penalty 5531.818095 = -10170934.459741
  nChanged 2240
		SP:Iteration 3Q (6754.140000 sec): 3 clusters
  Score: Raw -10177074.833860 + Penalty 5531.818095 = -10171543.015765
  nChanged 2490
		SP:Iteration 4Q (6754.400000 sec): 3 clusters
  Score: Raw -10177942.711924 + Penalty 5531.818095 = -10172410.893829
  nChanged 2934
		SP:Iteration 5Q (6754.660000 sec): 3 clusters
  Score: Raw -10179219.888162 + Penalty 5531.818095 = -10173688.070067
  nChanged 3783
		SP:Iteration 6F (6754.920000 sec): 3 clusters
  Score: Raw -10181356.282463 + Penalty 5531.818095 = -10175824.464368
  nChanged 5011
		SP:Iteration 7F (6755.180000 sec): 3 clusters
  Score: Raw -10184992.427481 + Penalty 5531.818095 = -10179460.609387
  nChanged 6150
		SP:Iteration 8F (6755.440000 sec): 3 clusters
  Score: Raw -10190470.560502 + Penalty 5531.818095 = -10184938.742407
  nChanged 5800
		SP:Iteration 9F (6755.690000 sec): 3 clusters
  Score: Raw -10196240.697661 + Penalty 5531.818095 = -10190708.879566
  nChanged 3820
		SP:Iteration 10F (6755.950000 sec): 3 clusters
  Score: Raw -10200091.871058 + Penalty 5531.818095 = -10194560.052963
  nChanged 1476
		SP:Iteration 11Q (6756.160000 sec): 3 clusters
  Score: Raw -10201516.835071 + Penalty 5531.818095 = -10195985.016976
  nChanged 392
		SP:Iteration 12Q (6756.360000 sec): 3 clusters
  Score: Raw -10201958.375316 + Penalty 5531.818095 = -10196426.557221
  nChanged 97
		SP:Iteration 13Q (6756.540000 sec): 3 clusters
  Score: Raw -10202111.255118 + Penalty 5531.818095 = -10196579.437023
  nChanged 39
		SP:Iteration 14Q (6756.720000 sec): 3 clusters
  Score: Raw -10202169.376017 + Penalty 5531.818095 = -10196637.557922
  nChanged 16
		SP:Iteration 15Q (6756.900000 sec): 3 clusters
  Score: Raw -10202204.378758 + Penalty 5531.818095 = -10196672.560664
  nChanged 8
		SP:Iteration 16Q (6757.080000 sec): 3 clusters
  Score: Raw -10202215.324661 + Penalty 5531.818095 = -10196683.506566
  nChanged 4
		SP:Iteration 17Q (6757.250000 sec): 3 clusters
  Score: Raw -10202225.975584 + Penalty 5531.818095 = -10196694.157489
  nChanged 3
		SP:Iteration 18Q (6757.430000 sec): 3 clusters
  Score: Raw -10202231.315346 + Penalty 5531.818095 = -10196699.497251
  nChanged 2
		SP:Iteration 19Q (6757.600000 sec): 3 clusters
  Score: Raw -10202233.078643 + Penalty 5531.818095 = -10196701.260548
  nChanged 0
		SP:Iteration 20F (6757.860000 sec): 3 clusters
  Score: Raw -10202233.078643 + Penalty 5531.818095 = -10196701.260548
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6757.890000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6757.900000 sec): 3 clusters
  Score: Raw -385258.417696 + Penalty 3923.652944 = -381334.764752
  nChanged 931
		SP:Iteration 1F (6757.910000 sec): 3 clusters
  Score: Raw -385839.322508 + Penalty 3923.652944 = -381915.669565
  nChanged 183
		SP:Iteration 2F (6757.920000 sec): 3 clusters
  Score: Raw -385954.625459 + Penalty 3923.652944 = -382030.972516
  nChanged 96
		SP:Iteration 3Q (6757.930000 sec): 3 clusters
  Score: Raw -386020.730121 + Penalty 3923.652944 = -382097.077177
  nChanged 79
		SP:Iteration 4Q (6757.940000 sec): 3 clusters
  Score: Raw -386067.952098 + Penalty 3923.652944 = -382144.299155
  nChanged 52
		SP:Iteration 5Q (6757.950000 sec): 3 clusters
  Score: Raw -386099.820590 + Penalty 3923.652944 = -382176.167646
  nChanged 44
		SP:Iteration 6Q (6757.960000 sec): 3 clusters
  Score: Raw -386125.658625 + Penalty 3923.652944 = -382202.005681
  nChanged 46
		SP:Iteration 7Q (6757.970000 sec): 3 clusters
  Score: Raw -386151.195159 + Penalty 3923.652944 = -382227.542215
  nChanged 39
		SP:Iteration 8Q (6757.980000 sec): 3 clusters
  Score: Raw -386172.126639 + Penalty 3923.652944 = -382248.473696
  nChanged 35
		SP:Iteration 9Q (6757.990000 sec): 3 clusters
  Score: Raw -386190.879211 + Penalty 3923.652944 = -382267.226267
  nChanged 34
		SP:Iteration 10Q (6758.000000 sec): 3 clusters
  Score: Raw -386208.044804 + Penalty 3923.652944 = -382284.391860
  nChanged 25
		SP:Iteration 11Q (6758.010000 sec): 3 clusters
  Score: Raw -386221.527283 + Penalty 3923.652944 = -382297.874339
  nChanged 19
		SP:Iteration 12Q (6758.020000 sec): 3 clusters
  Score: Raw -386231.645440 + Penalty 3923.652944 = -382307.992496
  nChanged 13
		SP:Iteration 13Q (6758.030000 sec): 3 clusters
  Score: Raw -386238.298548 + Penalty 3923.652944 = -382314.645604
  nChanged 13
		SP:Iteration 14Q (6758.040000 sec): 3 clusters
  Score: Raw -386244.353069 + Penalty 3923.652944 = -382320.700126
  nChanged 9
		SP:Iteration 15Q (6758.050000 sec): 3 clusters
  Score: Raw -386247.500301 + Penalty 3923.652944 = -382323.847357
  nChanged 9
		SP:Iteration 16Q (6758.060000 sec): 3 clusters
  Score: Raw -386252.320696 + Penalty 3923.652944 = -382328.667753
  nChanged 12
		SP:Iteration 17Q (6758.070000 sec): 3 clusters
  Score: Raw -386258.952717 + Penalty 3923.652944 = -382335.299773
  nChanged 14
		SP:Iteration 18Q (6758.080000 sec): 3 clusters
  Score: Raw -386266.921658 + Penalty 3923.652944 = -382343.268715
  nChanged 17
		SP:Iteration 19Q (6758.090000 sec): 3 clusters
  Score: Raw -386277.121780 + Penalty 3923.652944 = -382353.468836
  nChanged 21
		SP:Iteration 20F (6758.100000 sec): 3 clusters
  Score: Raw -386288.464626 + Penalty 3923.652944 = -382364.811683
  nChanged 21
		SP:Iteration 21Q (6758.110000 sec): 3 clusters
  Score: Raw -386300.715659 + Penalty 3923.652944 = -382377.062716
  nChanged 21
		SP:Iteration 22Q (6758.120000 sec): 3 clusters
  Score: Raw -386311.445059 + Penalty 3923.652944 = -382387.792115
  nChanged 16
		SP:Iteration 23Q (6758.130000 sec): 3 clusters
  Score: Raw -386318.385679 + Penalty 3923.652944 = -382394.732736
  nChanged 11
		SP:Iteration 24Q (6758.140000 sec): 3 clusters
  Score: Raw -386323.694072 + Penalty 3923.652944 = -382400.041128
  nChanged 10
		SP:Iteration 25Q (6758.150000 sec): 3 clusters
  Score: Raw -386327.697390 + Penalty 3923.652944 = -382404.044446
  nChanged 9
		SP:Iteration 26Q (6758.160000 sec): 3 clusters
  Score: Raw -386331.264453 + Penalty 3923.652944 = -382407.611510
  nChanged 12
		SP:Iteration 27Q (6758.170000 sec): 3 clusters
  Score: Raw -386339.278850 + Penalty 3923.652944 = -382415.625907
  nChanged 13
		SP:Iteration 28Q (6758.180000 sec): 3 clusters
  Score: Raw -386346.483413 + Penalty 3923.652944 = -382422.830470
  nChanged 15
		SP:Iteration 29Q (6758.190000 sec): 3 clusters
  Score: Raw -386353.349572 + Penalty 3923.652944 = -382429.696629
  nChanged 20
		SP:Iteration 30Q (6758.200000 sec): 3 clusters
  Score: Raw -386362.594121 + Penalty 3923.652944 = -382438.941178
  nChanged 12
		SP:Iteration 31Q (6758.200000 sec): 3 clusters
  Score: Raw -386367.388473 + Penalty 3923.652944 = -382443.735529
  nChanged 8
		SP:Iteration 32Q (6758.220000 sec): 3 clusters
  Score: Raw -386371.667933 + Penalty 3923.652944 = -382448.014990
  nChanged 16
		SP:Iteration 33Q (6758.220000 sec): 3 clusters
  Score: Raw -386381.149846 + Penalty 3923.652944 = -382457.496902
  nChanged 21
		SP:Iteration 34Q (6758.240000 sec): 3 clusters
  Score: Raw -386393.070322 + Penalty 3923.652944 = -382469.417378
  nChanged 18
		SP:Iteration 35Q (6758.240000 sec): 3 clusters
  Score: Raw -386404.287722 + Penalty 3923.652944 = -382480.634778
  nChanged 11
		SP:Iteration 36Q (6758.250000 sec): 3 clusters
  Score: Raw -386411.373703 + Penalty 3923.652944 = -382487.720760
  nChanged 7
		SP:Iteration 37Q (6758.260000 sec): 3 clusters
  Score: Raw -386414.772019 + Penalty 3923.652944 = -382491.119075
  nChanged 8
		SP:Iteration 38Q (6758.270000 sec): 3 clusters
  Score: Raw -386418.481545 + Penalty 3923.652944 = -382494.828601
  nChanged 9
		SP:Iteration 39Q (6758.280000 sec): 3 clusters
  Score: Raw -386422.743493 + Penalty 3923.652944 = -382499.090549
  nChanged 9
		SP:Iteration 40F (6758.290000 sec): 3 clusters
  Score: Raw -386427.043222 + Penalty 3923.652944 = -382503.390278
  nChanged 10
		SP:Iteration 41Q (6758.300000 sec): 3 clusters
  Score: Raw -386430.781284 + Penalty 3923.652944 = -382507.128341
  nChanged 6
		SP:Iteration 42Q (6758.310000 sec): 3 clusters
  Score: Raw -386434.248987 + Penalty 3923.652944 = -382510.596044
  nChanged 3
		SP:Iteration 43Q (6758.320000 sec): 3 clusters
  Score: Raw -386435.372868 + Penalty 3923.652944 = -382511.719924
  nChanged 4
		SP:Iteration 44Q (6758.330000 sec): 3 clusters
  Score: Raw -386436.515522 + Penalty 3923.652944 = -382512.862579
  nChanged 7
		SP:Iteration 45Q (6758.340000 sec): 3 clusters
  Score: Raw -386438.910950 + Penalty 3923.652944 = -382515.258007
  nChanged 3
		SP:Iteration 46Q (6758.350000 sec): 3 clusters
  Score: Raw -386440.619797 + Penalty 3923.652944 = -382516.966853
  nChanged 4
		SP:Iteration 47Q (6758.360000 sec): 3 clusters
  Score: Raw -386444.219254 + Penalty 3923.652944 = -382520.566311
  nChanged 8
		SP:Iteration 48Q (6758.370000 sec): 3 clusters
  Score: Raw -386448.651401 + Penalty 3923.652944 = -382524.998457
  nChanged 6
		SP:Iteration 49Q (6758.380000 sec): 3 clusters
  Score: Raw -386450.905041 + Penalty 3923.652944 = -382527.252098
  nChanged 6
		SP:Iteration 50Q (6758.390000 sec): 3 clusters
  Score: Raw -386453.143883 + Penalty 3923.652944 = -382529.490939
  nChanged 3
		SP:Iteration 51Q (6758.400000 sec): 3 clusters
  Score: Raw -386455.113017 + Penalty 3923.652944 = -382531.460073
  nChanged 5
		SP:Iteration 52Q (6758.410000 sec): 3 clusters
  Score: Raw -386457.295892 + Penalty 3923.652944 = -382533.642948
  nChanged 5
		SP:Iteration 53Q (6758.420000 sec): 3 clusters
  Score: Raw -386460.615028 + Penalty 3923.652944 = -382536.962084
  nChanged 5
		SP:Iteration 54Q (6758.430000 sec): 3 clusters
  Score: Raw -386462.947495 + Penalty 3923.652944 = -382539.294551
  nChanged 4
		SP:Iteration 55Q (6758.440000 sec): 3 clusters
  Score: Raw -386464.582431 + Penalty 3923.652944 = -382540.929487
  nChanged 2
		SP:Iteration 56Q (6758.440000 sec): 3 clusters
  Score: Raw -386465.046255 + Penalty 3923.652944 = -382541.393311
  nChanged 0
		SP:Iteration 57F (6758.460000 sec): 3 clusters
  Score: Raw -386465.046255 + Penalty 3923.652944 = -382541.393311
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6758.460000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6758.470000 sec): 3 clusters
  Score: Raw -168857.279933 + Penalty 3494.272938 = -165363.006995
  nChanged 295
		SP:Iteration 1F (6758.470000 sec): 3 clusters
  Score: Raw -169141.441301 + Penalty 3494.272938 = -165647.168363
  nChanged 75
		SP:Iteration 2F (6758.480000 sec): 3 clusters
  Score: Raw -169232.728068 + Penalty 3494.272938 = -165738.455130
  nChanged 33
		SP:Iteration 3Q (6758.480000 sec): 3 clusters
  Score: Raw -169270.972611 + Penalty 3494.272938 = -165776.699673
  nChanged 18
		SP:Iteration 4Q (6758.480000 sec): 3 clusters
  Score: Raw -169289.618994 + Penalty 3494.272938 = -165795.346056
  nChanged 19
		SP:Iteration 5Q (6758.490000 sec): 3 clusters
  Score: Raw -169309.441525 + Penalty 3494.272938 = -165815.168587
  nChanged 11
		SP:Iteration 6Q (6758.490000 sec): 3 clusters
  Score: Raw -169319.257481 + Penalty 3494.272938 = -165824.984543
  nChanged 4
		SP:Iteration 7Q (6758.500000 sec): 3 clusters
  Score: Raw -169324.017487 + Penalty 3494.272938 = -165829.744549
  nChanged 4
		SP:Iteration 8Q (6758.500000 sec): 3 clusters
  Score: Raw -169326.137010 + Penalty 3494.272938 = -165831.864072
  nChanged 0
		SP:Iteration 9F (6758.500000 sec): 3 clusters
  Score: Raw -169326.137010 + Penalty 3494.272938 = -165831.864072
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6758.510000 sec): 2 clusters
  Score: Raw -256972.402976 + Penalty 1864.479917 = -255107.923060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6758.520000 sec): 3 clusters
  Score: Raw -256476.876301 + Penalty 3728.959834 = -252747.916467
  nChanged 577
		SP:Iteration 1F (6758.520000 sec): 3 clusters
  Score: Raw -257086.859301 + Penalty 3728.959834 = -253357.899467
  nChanged 199
		SP:Iteration 2F (6758.530000 sec): 3 clusters
  Score: Raw -257473.042636 + Penalty 3728.959834 = -253744.082802
  nChanged 158
		SP:Iteration 3F (6758.540000 sec): 3 clusters
  Score: Raw -257790.298113 + Penalty 3728.959834 = -254061.338279
  nChanged 113
		SP:Iteration 4F (6758.540000 sec): 3 clusters
  Score: Raw -258099.221820 + Penalty 3728.959834 = -254370.261986
  nChanged 74
		SP:Iteration 5Q (6758.550000 sec): 3 clusters
  Score: Raw -258219.892092 + Penalty 3728.959834 = -254490.932259
  nChanged 53
		SP:Iteration 6Q (6758.560000 sec): 3 clusters
  Score: Raw -258276.002396 + Penalty 3728.959834 = -254547.042562
  nChanged 26
		SP:Iteration 7Q (6758.560000 sec): 3 clusters
  Score: Raw -258314.560131 + Penalty 3728.959834 = -254585.600297
  nChanged 19
		SP:Iteration 8Q (6758.570000 sec): 3 clusters
  Score: Raw -258341.792630 + Penalty 3728.959834 = -254612.832796
  nChanged 19
		SP:Iteration 9Q (6758.580000 sec): 3 clusters
  Score: Raw -258366.637936 + Penalty 3728.959834 = -254637.678103
  nChanged 19
		SP:Iteration 10Q (6758.580000 sec): 3 clusters
  Score: Raw -258391.304361 + Penalty 3728.959834 = -254662.344527
  nChanged 12
		SP:Iteration 11Q (6758.590000 sec): 3 clusters
  Score: Raw -258409.451478 + Penalty 3728.959834 = -254680.491644
  nChanged 10
		SP:Iteration 12Q (6758.600000 sec): 3 clusters
  Score: Raw -258430.793505 + Penalty 3728.959834 = -254701.833671
  nChanged 15
		SP:Iteration 13Q (6758.600000 sec): 3 clusters
  Score: Raw -258458.040485 + Penalty 3728.959834 = -254729.080651
  nChanged 13
		SP:Iteration 14Q (6758.610000 sec): 3 clusters
  Score: Raw -258482.476230 + Penalty 3728.959834 = -254753.516396
  nChanged 5
		SP:Iteration 15Q (6758.610000 sec): 3 clusters
  Score: Raw -258491.073558 + Penalty 3728.959834 = -254762.113724
  nChanged 7
		SP:Iteration 16Q (6758.620000 sec): 3 clusters
  Score: Raw -258509.390125 + Penalty 3728.959834 = -254780.430291
  nChanged 4
		SP:Iteration 17Q (6758.620000 sec): 3 clusters
  Score: Raw -258514.418151 + Penalty 3728.959834 = -254785.458317
  nChanged 3
		SP:Iteration 18Q (6758.630000 sec): 3 clusters
  Score: Raw -258518.909506 + Penalty 3728.959834 = -254789.949672
  nChanged 2
		SP:Iteration 19Q (6758.640000 sec): 3 clusters
  Score: Raw -258520.565885 + Penalty 3728.959834 = -254791.606051
  nChanged 2
		SP:Iteration 20F (6758.640000 sec): 3 clusters
  Score: Raw -258531.583363 + Penalty 3728.959834 = -254802.623529
  nChanged 5
		SP:Iteration 21Q (6758.650000 sec): 3 clusters
  Score: Raw -258570.948015 + Penalty 3728.959834 = -254841.988181
  nChanged 2
		SP:Iteration 22Q (6758.650000 sec): 3 clusters
  Score: Raw -258580.472805 + Penalty 3728.959834 = -254851.512971
  nChanged 2
		SP:Iteration 23Q (6758.660000 sec): 3 clusters
  Score: Raw -258589.862520 + Penalty 3728.959834 = -254860.902686
  nChanged 5
		SP:Iteration 24Q (6758.660000 sec): 3 clusters
  Score: Raw -258605.471620 + Penalty 3728.959834 = -254876.511786
  nChanged 8
		SP:Iteration 25Q (6758.670000 sec): 3 clusters
  Score: Raw -258616.617034 + Penalty 3728.959834 = -254887.657200
  nChanged 6
		SP:Iteration 26Q (6758.680000 sec): 3 clusters
  Score: Raw -258624.314097 + Penalty 3728.959834 = -254895.354263
  nChanged 6
		SP:Iteration 27Q (6758.680000 sec): 3 clusters
  Score: Raw -258629.601347 + Penalty 3728.959834 = -254900.641513
  nChanged 4
		SP:Iteration 28Q (6758.680000 sec): 3 clusters
  Score: Raw -258637.897737 + Penalty 3728.959834 = -254908.937903
  nChanged 2
		SP:Iteration 29Q (6758.690000 sec): 3 clusters
  Score: Raw -258639.847967 + Penalty 3728.959834 = -254910.888133
  nChanged 1
		SP:Iteration 30Q (6758.700000 sec): 3 clusters
  Score: Raw -258642.251264 + Penalty 3728.959834 = -254913.291430
  nChanged 2
		SP:Iteration 31Q (6758.700000 sec): 3 clusters
  Score: Raw -258644.406601 + Penalty 3728.959834 = -254915.446767
  nChanged 1
		SP:Iteration 32Q (6758.710000 sec): 3 clusters
  Score: Raw -258645.478547 + Penalty 3728.959834 = -254916.518713
  nChanged 1
		SP:Iteration 33Q (6758.710000 sec): 3 clusters
  Score: Raw -258648.428782 + Penalty 3728.959834 = -254919.468948
  nChanged 3
		SP:Iteration 34Q (6758.720000 sec): 3 clusters
  Score: Raw -258652.730337 + Penalty 3728.959834 = -254923.770503
  nChanged 2
		SP:Iteration 35Q (6758.720000 sec): 3 clusters
  Score: Raw -258654.757166 + Penalty 3728.959834 = -254925.797332
  nChanged 2
		SP:Iteration 36Q (6758.730000 sec): 3 clusters
  Score: Raw -258656.645394 + Penalty 3728.959834 = -254927.685560
  nChanged 2
		SP:Iteration 37Q (6758.740000 sec): 3 clusters
  Score: Raw -258658.412171 + Penalty 3728.959834 = -254929.452338
  nChanged 0
		SP:Iteration 38F (6758.740000 sec): 3 clusters
  Score: Raw -258658.412171 + Penalty 3728.959834 = -254929.452338
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6758.780000 sec): 2 clusters
  Score: Raw -1667596.949553 + Penalty 2305.832084 = -1665291.117469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6758.820000 sec): 3 clusters
  Score: Raw -1661602.429831 + Penalty 4611.664169 = -1656990.765662
  nChanged 4569
		SP:Iteration 1F (6758.860000 sec): 3 clusters
  Score: Raw -1664051.991225 + Penalty 4611.664169 = -1659440.327056
  nChanged 665
		SP:Iteration 2F (6758.900000 sec): 3 clusters
  Score: Raw -1664327.712837 + Penalty 4611.664169 = -1659716.048668
  nChanged 495
		SP:Iteration 3Q (6758.940000 sec): 3 clusters
  Score: Raw -1664526.340107 + Penalty 4611.664169 = -1659914.675938
  nChanged 416
		SP:Iteration 4Q (6758.980000 sec): 3 clusters
  Score: Raw -1664672.947527 + Penalty 4611.664169 = -1660061.283358
  nChanged 338
		SP:Iteration 5Q (6759.020000 sec): 3 clusters
  Score: Raw -1664775.539934 + Penalty 4611.664169 = -1660163.875765
  nChanged 262
		SP:Iteration 6Q (6759.060000 sec): 3 clusters
  Score: Raw -1664848.000772 + Penalty 4611.664169 = -1660236.336603
  nChanged 210
		SP:Iteration 7Q (6759.100000 sec): 3 clusters
  Score: Raw -1664900.573401 + Penalty 4611.664169 = -1660288.909232
  nChanged 169
		SP:Iteration 8Q (6759.140000 sec): 3 clusters
  Score: Raw -1664940.019307 + Penalty 4611.664169 = -1660328.355138
  nChanged 132
		SP:Iteration 9Q (6759.180000 sec): 3 clusters
  Score: Raw -1664969.881179 + Penalty 4611.664169 = -1660358.217010
  nChanged 130
		SP:Iteration 10Q (6759.220000 sec): 3 clusters
  Score: Raw -1665000.771852 + Penalty 4611.664169 = -1660389.107683
  nChanged 138
		SP:Iteration 11Q (6759.260000 sec): 3 clusters
  Score: Raw -1665032.944720 + Penalty 4611.664169 = -1660421.280551
  nChanged 130
		SP:Iteration 12Q (6759.300000 sec): 3 clusters
  Score: Raw -1665062.615743 + Penalty 4611.664169 = -1660450.951574
  nChanged 140
		SP:Iteration 13Q (6759.340000 sec): 3 clusters
  Score: Raw -1665098.304580 + Penalty 4611.664169 = -1660486.640411
  nChanged 147
		SP:Iteration 14Q (6759.380000 sec): 3 clusters
  Score: Raw -1665133.212160 + Penalty 4611.664169 = -1660521.547991
  nChanged 133
		SP:Iteration 15Q (6759.410000 sec): 3 clusters
  Score: Raw -1665165.440818 + Penalty 4611.664169 = -1660553.776649
  nChanged 149
		SP:Iteration 16Q (6759.460000 sec): 3 clusters
  Score: Raw -1665201.440371 + Penalty 4611.664169 = -1660589.776202
  nChanged 153
		SP:Iteration 17Q (6759.500000 sec): 3 clusters
  Score: Raw -1665242.467725 + Penalty 4611.664169 = -1660630.803556
  nChanged 163
		SP:Iteration 18Q (6759.530000 sec): 3 clusters
  Score: Raw -1665282.518319 + Penalty 4611.664169 = -1660670.854150
  nChanged 161
		SP:Iteration 19Q (6759.570000 sec): 3 clusters
  Score: Raw -1665329.701860 + Penalty 4611.664169 = -1660718.037691
  nChanged 183
		SP:Iteration 20F (6759.610000 sec): 3 clusters
  Score: Raw -1665384.676152 + Penalty 4611.664169 = -1660773.011983
  nChanged 210
		SP:Iteration 21Q (6759.650000 sec): 3 clusters
  Score: Raw -1665448.426315 + Penalty 4611.664169 = -1660836.762146
  nChanged 210
		SP:Iteration 22Q (6759.690000 sec): 3 clusters
  Score: Raw -1665516.258145 + Penalty 4611.664169 = -1660904.593976
  nChanged 239
		SP:Iteration 23Q (6759.730000 sec): 3 clusters
  Score: Raw -1665607.938304 + Penalty 4611.664169 = -1660996.274135
  nChanged 295
		SP:Iteration 24Q (6759.770000 sec): 3 clusters
  Score: Raw -1665731.627874 + Penalty 4611.664169 = -1661119.963705
  nChanged 340
		SP:Iteration 25Q (6759.810000 sec): 3 clusters
  Score: Raw -1665885.966776 + Penalty 4611.664169 = -1661274.302607
  nChanged 342
		SP:Iteration 26Q (6759.850000 sec): 3 clusters
  Score: Raw -1666068.650340 + Penalty 4611.664169 = -1661456.986171
  nChanged 383
		SP:Iteration 27Q (6759.890000 sec): 3 clusters
  Score: Raw -1666294.302286 + Penalty 4611.664169 = -1661682.638117
  nChanged 401
		SP:Iteration 28Q (6759.930000 sec): 3 clusters
  Score: Raw -1666560.544755 + Penalty 4611.664169 = -1661948.880586
  nChanged 418
		SP:Iteration 29Q (6759.970000 sec): 3 clusters
  Score: Raw -1666862.446776 + Penalty 4611.664169 = -1662250.782607
  nChanged 373
		SP:Iteration 30Q (6760.010000 sec): 3 clusters
  Score: Raw -1667139.349753 + Penalty 4611.664169 = -1662527.685584
  nChanged 307
		SP:Iteration 31Q (6760.050000 sec): 3 clusters
  Score: Raw -1667377.927309 + Penalty 4611.664169 = -1662766.263140
  nChanged 246
		SP:Iteration 32Q (6760.080000 sec): 3 clusters
  Score: Raw -1667576.507729 + Penalty 4611.664169 = -1662964.843560
  nChanged 166
		SP:Iteration 33Q (6760.120000 sec): 3 clusters
  Score: Raw -1667705.017207 + Penalty 4611.664169 = -1663093.353038
  nChanged 128
		SP:Iteration 34Q (6760.160000 sec): 3 clusters
  Score: Raw -1667802.806046 + Penalty 4611.664169 = -1663191.141877
  nChanged 70
		SP:Iteration 35Q (6760.190000 sec): 3 clusters
  Score: Raw -1667848.973595 + Penalty 4611.664169 = -1663237.309426
  nChanged 42
		SP:Iteration 36Q (6760.230000 sec): 3 clusters
  Score: Raw -1667882.973432 + Penalty 4611.664169 = -1663271.309263
  nChanged 44
		SP:Iteration 37Q (6760.260000 sec): 3 clusters
  Score: Raw -1667913.129503 + Penalty 4611.664169 = -1663301.465334
  nChanged 34
		SP:Iteration 38Q (6760.290000 sec): 3 clusters
  Score: Raw -1667940.748154 + Penalty 4611.664169 = -1663329.083985
  nChanged 29
		SP:Iteration 39Q (6760.330000 sec): 3 clusters
  Score: Raw -1667962.234674 + Penalty 4611.664169 = -1663350.570505
  nChanged 22
		SP:Iteration 40F (6760.370000 sec): 3 clusters
  Score: Raw -1667977.770493 + Penalty 4611.664169 = -1663366.106324
  nChanged 13
		SP:Iteration 41Q (6760.400000 sec): 3 clusters
  Score: Raw -1667989.448685 + Penalty 4611.664169 = -1663377.784516
  nChanged 12
		SP:Iteration 42Q (6760.430000 sec): 3 clusters
  Score: Raw -1667997.585745 + Penalty 4611.664169 = -1663385.921576
  nChanged 5
		SP:Iteration 43Q (6760.460000 sec): 3 clusters
  Score: Raw -1668000.761574 + Penalty 4611.664169 = -1663389.097405
  nChanged 2
		SP:Iteration 44Q (6760.490000 sec): 3 clusters
  Score: Raw -1668001.957422 + Penalty 4611.664169 = -1663390.293253
  nChanged 4
		SP:Iteration 45Q (6760.530000 sec): 3 clusters
  Score: Raw -1668004.289552 + Penalty 4611.664169 = -1663392.625383
  nChanged 0
		SP:Iteration 46F (6760.570000 sec): 3 clusters
  Score: Raw -1668004.289552 + Penalty 4611.664169 = -1663392.625383
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6760.610000 sec): 2 clusters
  Score: Raw -1983394.227559 + Penalty 2369.339479 = -1981024.888080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6760.660000 sec): 3 clusters
  Score: Raw -1975488.502178 + Penalty 4738.678958 = -1970749.823219
  nChanged 6081
		SP:Iteration 1F (6760.710000 sec): 3 clusters
  Score: Raw -1978578.546998 + Penalty 4738.678958 = -1973839.868039
  nChanged 856
		SP:Iteration 2F (6760.770000 sec): 3 clusters
  Score: Raw -1978953.267485 + Penalty 4738.678958 = -1974214.588526
  nChanged 757
		SP:Iteration 3F (6760.810000 sec): 3 clusters
  Score: Raw -1979297.469619 + Penalty 4738.678958 = -1974558.790661
  nChanged 685
		SP:Iteration 4Q (6760.870000 sec): 3 clusters
  Score: Raw -1979612.259800 + Penalty 4738.678958 = -1974873.580842
  nChanged 662
		SP:Iteration 5Q (6760.920000 sec): 3 clusters
  Score: Raw -1979955.425502 + Penalty 4738.678958 = -1975216.746543
  nChanged 610
		SP:Iteration 6Q (6760.970000 sec): 3 clusters
  Score: Raw -1980235.504738 + Penalty 4738.678958 = -1975496.825780
  nChanged 553
		SP:Iteration 7Q (6761.020000 sec): 3 clusters
  Score: Raw -1980499.726416 + Penalty 4738.678958 = -1975761.047458
  nChanged 534
		SP:Iteration 8Q (6761.070000 sec): 3 clusters
  Score: Raw -1980761.028330 + Penalty 4738.678958 = -1976022.349372
  nChanged 506
		SP:Iteration 9Q (6761.120000 sec): 3 clusters
  Score: Raw -1981028.038871 + Penalty 4738.678958 = -1976289.359912
  nChanged 480
		SP:Iteration 10Q (6761.170000 sec): 3 clusters
  Score: Raw -1981252.993334 + Penalty 4738.678958 = -1976514.314376
  nChanged 431
		SP:Iteration 11Q (6761.220000 sec): 3 clusters
  Score: Raw -1981460.355272 + Penalty 4738.678958 = -1976721.676313
  nChanged 406
		SP:Iteration 12Q (6761.270000 sec): 3 clusters
  Score: Raw -1981647.315993 + Penalty 4738.678958 = -1976908.637034
  nChanged 370
		SP:Iteration 13Q (6761.320000 sec): 3 clusters
  Score: Raw -1981829.721838 + Penalty 4738.678958 = -1977091.042880
  nChanged 348
		SP:Iteration 14Q (6761.370000 sec): 3 clusters
  Score: Raw -1982007.630620 + Penalty 4738.678958 = -1977268.951662
  nChanged 341
		SP:Iteration 15Q (6761.420000 sec): 3 clusters
  Score: Raw -1982178.019337 + Penalty 4738.678958 = -1977439.340379
  nChanged 308
		SP:Iteration 16Q (6761.470000 sec): 3 clusters
  Score: Raw -1982346.269922 + Penalty 4738.678958 = -1977607.590964
  nChanged 301
		SP:Iteration 17Q (6761.520000 sec): 3 clusters
  Score: Raw -1982510.257711 + Penalty 4738.678958 = -1977771.578753
  nChanged 293
		SP:Iteration 18Q (6761.570000 sec): 3 clusters
  Score: Raw -1982674.638131 + Penalty 4738.678958 = -1977935.959172
  nChanged 265
		SP:Iteration 19Q (6761.610000 sec): 3 clusters
  Score: Raw -1982817.706767 + Penalty 4738.678958 = -1978079.027809
  nChanged 245
		SP:Iteration 20F (6761.660000 sec): 3 clusters
  Score: Raw -1982940.695953 + Penalty 4738.678958 = -1978202.016995
  nChanged 189
		SP:Iteration 21Q (6761.710000 sec): 3 clusters
  Score: Raw -1983030.863558 + Penalty 4738.678958 = -1978292.184599
  nChanged 162
		SP:Iteration 22Q (6761.750000 sec): 3 clusters
  Score: Raw -1983115.227470 + Penalty 4738.678958 = -1978376.548512
  nChanged 148
		SP:Iteration 23Q (6761.800000 sec): 3 clusters
  Score: Raw -1983191.620088 + Penalty 4738.678958 = -1978452.941130
  nChanged 129
		SP:Iteration 24Q (6761.840000 sec): 3 clusters
  Score: Raw -1983253.945823 + Penalty 4738.678958 = -1978515.266864
  nChanged 116
		SP:Iteration 25Q (6761.890000 sec): 3 clusters
  Score: Raw -1983304.305455 + Penalty 4738.678958 = -1978565.626497
  nChanged 100
		SP:Iteration 26Q (6761.930000 sec): 3 clusters
  Score: Raw -1983350.264555 + Penalty 4738.678958 = -1978611.585597
  nChanged 94
		SP:Iteration 27Q (6761.970000 sec): 3 clusters
  Score: Raw -1983391.428950 + Penalty 4738.678958 = -1978652.749991
  nChanged 85
		SP:Iteration 28Q (6762.010000 sec): 3 clusters
  Score: Raw -1983429.261418 + Penalty 4738.678958 = -1978690.582459
  nChanged 66
		SP:Iteration 29Q (6762.050000 sec): 3 clusters
  Score: Raw -1983454.190543 + Penalty 4738.678958 = -1978715.511585
  nChanged 75
		SP:Iteration 30Q (6762.100000 sec): 3 clusters
  Score: Raw -1983481.699659 + Penalty 4738.678958 = -1978743.020701
  nChanged 65
		SP:Iteration 31Q (6762.140000 sec): 3 clusters
  Score: Raw -1983506.760674 + Penalty 4738.678958 = -1978768.081716
  nChanged 66
		SP:Iteration 32Q (6762.180000 sec): 3 clusters
  Score: Raw -1983534.453816 + Penalty 4738.678958 = -1978795.774858
  nChanged 78
		SP:Iteration 33Q (6762.220000 sec): 3 clusters
  Score: Raw -1983567.569894 + Penalty 4738.678958 = -1978828.890935
  nChanged 79
		SP:Iteration 34Q (6762.260000 sec): 3 clusters
  Score: Raw -1983599.512937 + Penalty 4738.678958 = -1978860.833979
  nChanged 58
		SP:Iteration 35Q (6762.310000 sec): 3 clusters
  Score: Raw -1983627.114224 + Penalty 4738.678958 = -1978888.435266
  nChanged 51
		SP:Iteration 36Q (6762.350000 sec): 3 clusters
  Score: Raw -1983646.574354 + Penalty 4738.678958 = -1978907.895396
  nChanged 42
		SP:Iteration 37Q (6762.390000 sec): 3 clusters
  Score: Raw -1983659.926773 + Penalty 4738.678958 = -1978921.247815
  nChanged 43
		SP:Iteration 38Q (6762.430000 sec): 3 clusters
  Score: Raw -1983672.882981 + Penalty 4738.678958 = -1978934.204023
  nChanged 29
		SP:Iteration 39Q (6762.470000 sec): 3 clusters
  Score: Raw -1983681.266484 + Penalty 4738.678958 = -1978942.587526
  nChanged 37
		SP:Iteration 40F (6762.520000 sec): 3 clusters
  Score: Raw -1983692.979969 + Penalty 4738.678958 = -1978954.301011
  nChanged 29
		SP:Iteration 41Q (6762.560000 sec): 3 clusters
  Score: Raw -1983702.676193 + Penalty 4738.678958 = -1978963.997235
  nChanged 27
		SP:Iteration 42Q (6762.600000 sec): 3 clusters
  Score: Raw -1983710.944417 + Penalty 4738.678958 = -1978972.265459
  nChanged 23
		SP:Iteration 43Q (6762.640000 sec): 3 clusters
  Score: Raw -1983719.679538 + Penalty 4738.678958 = -1978981.000580
  nChanged 25
		SP:Iteration 44Q (6762.680000 sec): 3 clusters
  Score: Raw -1983726.779524 + Penalty 4738.678958 = -1978988.100565
  nChanged 20
		SP:Iteration 45Q (6762.720000 sec): 3 clusters
  Score: Raw -1983731.657144 + Penalty 4738.678958 = -1978992.978185
  nChanged 17
		SP:Iteration 46Q (6762.760000 sec): 3 clusters
  Score: Raw -1983735.907095 + Penalty 4738.678958 = -1978997.228137
  nChanged 16
		SP:Iteration 47Q (6762.800000 sec): 3 clusters
  Score: Raw -1983740.691607 + Penalty 4738.678958 = -1979002.012649
  nChanged 16
		SP:Iteration 48Q (6762.840000 sec): 3 clusters
  Score: Raw -1983744.560451 + Penalty 4738.678958 = -1979005.881493
  nChanged 6
		SP:Iteration 49Q (6762.880000 sec): 3 clusters
  Score: Raw -1983746.069709 + Penalty 4738.678958 = -1979007.390751
  nChanged 8
		SP:Iteration 50Q (6762.920000 sec): 3 clusters
  Score: Raw -1983748.580326 + Penalty 4738.678958 = -1979009.901368
  nChanged 9
		SP:Iteration 51Q (6762.960000 sec): 3 clusters
  Score: Raw -1983751.490642 + Penalty 4738.678958 = -1979012.811684
  nChanged 16
		SP:Iteration 52Q (6763.000000 sec): 3 clusters
  Score: Raw -1983756.014706 + Penalty 4738.678958 = -1979017.335748
  nChanged 11
		SP:Iteration 53Q (6763.040000 sec): 3 clusters
  Score: Raw -1983758.842667 + Penalty 4738.678958 = -1979020.163709
  nChanged 7
		SP:Iteration 54Q (6763.080000 sec): 3 clusters
  Score: Raw -1983760.147524 + Penalty 4738.678958 = -1979021.468566
  nChanged 7
		SP:Iteration 55Q (6763.120000 sec): 3 clusters
  Score: Raw -1983762.043058 + Penalty 4738.678958 = -1979023.364100
  nChanged 7
		SP:Iteration 56Q (6763.160000 sec): 3 clusters
  Score: Raw -1983764.199196 + Penalty 4738.678958 = -1979025.520238
  nChanged 5
		SP:Iteration 57Q (6763.210000 sec): 3 clusters
  Score: Raw -1983765.309701 + Penalty 4738.678958 = -1979026.630742
  nChanged 8
		SP:Iteration 58Q (6763.250000 sec): 3 clusters
  Score: Raw -1983767.664903 + Penalty 4738.678958 = -1979028.985944
  nChanged 11
		SP:Iteration 59Q (6763.290000 sec): 3 clusters
  Score: Raw -1983770.917380 + Penalty 4738.678958 = -1979032.238422
  nChanged 15
		SP:Iteration 60F (6763.330000 sec): 3 clusters
  Score: Raw -1983775.073481 + Penalty 4738.678958 = -1979036.394523
  nChanged 11
		SP:Iteration 61Q (6763.370000 sec): 3 clusters
  Score: Raw -1983778.004083 + Penalty 4738.678958 = -1979039.325125
  nChanged 14
		SP:Iteration 62Q (6763.410000 sec): 3 clusters
  Score: Raw -1983781.546006 + Penalty 4738.678958 = -1979042.867048
  nChanged 9
		SP:Iteration 63Q (6763.450000 sec): 3 clusters
  Score: Raw -1983784.223552 + Penalty 4738.678958 = -1979045.544594
  nChanged 9
		SP:Iteration 64Q (6763.490000 sec): 3 clusters
  Score: Raw -1983786.892846 + Penalty 4738.678958 = -1979048.213887
  nChanged 7
		SP:Iteration 65Q (6763.530000 sec): 3 clusters
  Score: Raw -1983788.806782 + Penalty 4738.678958 = -1979050.127824
  nChanged 10
		SP:Iteration 66Q (6763.570000 sec): 3 clusters
  Score: Raw -1983791.921933 + Penalty 4738.678958 = -1979053.242975
  nChanged 10
		SP:Iteration 67Q (6763.610000 sec): 3 clusters
  Score: Raw -1983794.738675 + Penalty 4738.678958 = -1979056.059717
  nChanged 12
		SP:Iteration 68Q (6763.650000 sec): 3 clusters
  Score: Raw -1983797.552001 + Penalty 4738.678958 = -1979058.873043
  nChanged 6
		SP:Iteration 69Q (6763.690000 sec): 3 clusters
  Score: Raw -1983799.022412 + Penalty 4738.678958 = -1979060.343453
  nChanged 7
		SP:Iteration 70Q (6763.730000 sec): 3 clusters
  Score: Raw -1983801.465322 + Penalty 4738.678958 = -1979062.786364
  nChanged 6
		SP:Iteration 71Q (6763.770000 sec): 3 clusters
  Score: Raw -1983803.098434 + Penalty 4738.678958 = -1979064.419476
  nChanged 6
		SP:Iteration 72Q (6763.810000 sec): 3 clusters
  Score: Raw -1983805.149251 + Penalty 4738.678958 = -1979066.470293
  nChanged 5
		SP:Iteration 73Q (6763.850000 sec): 3 clusters
  Score: Raw -1983806.112413 + Penalty 4738.678958 = -1979067.433454
  nChanged 4
		SP:Iteration 74Q (6763.890000 sec): 3 clusters
  Score: Raw -1983807.588016 + Penalty 4738.678958 = -1979068.909057
  nChanged 11
		SP:Iteration 75Q (6763.930000 sec): 3 clusters
  Score: Raw -1983810.353236 + Penalty 4738.678958 = -1979071.674278
  nChanged 9
		SP:Iteration 76Q (6763.970000 sec): 3 clusters
  Score: Raw -1983812.719609 + Penalty 4738.678958 = -1979074.040650
  nChanged 5
		SP:Iteration 77Q (6764.010000 sec): 3 clusters
  Score: Raw -1983813.713800 + Penalty 4738.678958 = -1979075.034841
  nChanged 4
		SP:Iteration 78Q (6764.050000 sec): 3 clusters
  Score: Raw -1983814.526651 + Penalty 4738.678958 = -1979075.847693
  nChanged 3
		SP:Iteration 79Q (6764.090000 sec): 3 clusters
  Score: Raw -1983815.593691 + Penalty 4738.678958 = -1979076.914733
  nChanged 3
		SP:Iteration 80F (6764.140000 sec): 3 clusters
  Score: Raw -1983816.333897 + Penalty 4738.678958 = -1979077.654938
  nChanged 3
		SP:Iteration 81Q (6764.180000 sec): 3 clusters
  Score: Raw -1983816.848700 + Penalty 4738.678958 = -1979078.169742
  nChanged 3
		SP:Iteration 82Q (6764.220000 sec): 3 clusters
  Score: Raw -1983817.878589 + Penalty 4738.678958 = -1979079.199631
  nChanged 3
		SP:Iteration 83Q (6764.260000 sec): 3 clusters
  Score: Raw -1983819.336060 + Penalty 4738.678958 = -1979080.657101
  nChanged 8
		SP:Iteration 84Q (6764.300000 sec): 3 clusters
  Score: Raw -1983821.239214 + Penalty 4738.678958 = -1979082.560256
  nChanged 4
		SP:Iteration 85Q (6764.340000 sec): 3 clusters
  Score: Raw -1983822.140654 + Penalty 4738.678958 = -1979083.461696
  nChanged 2
		SP:Iteration 86Q (6764.380000 sec): 3 clusters
  Score: Raw -1983822.899260 + Penalty 4738.678958 = -1979084.220301
  nChanged 1
		SP:Iteration 87Q (6764.410000 sec): 3 clusters
  Score: Raw -1983823.119910 + Penalty 4738.678958 = -1979084.440952
  nChanged 2
		SP:Iteration 88Q (6764.450000 sec): 3 clusters
  Score: Raw -1983823.602274 + Penalty 4738.678958 = -1979084.923316
  nChanged 2
		SP:Iteration 89Q (6764.490000 sec): 3 clusters
  Score: Raw -1983824.264251 + Penalty 4738.678958 = -1979085.585293
  nChanged 1
		SP:Iteration 90Q (6764.530000 sec): 3 clusters
  Score: Raw -1983824.532215 + Penalty 4738.678958 = -1979085.853257
  nChanged 0
		SP:Iteration 91F (6764.580000 sec): 3 clusters
  Score: Raw -1983824.532215 + Penalty 4738.678958 = -1979085.853257
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6764.590000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6764.590000 sec): 3 clusters
  Score: Raw -73220.538390 + Penalty 3074.445443 = -70146.092947
  nChanged 94
		SP:Iteration 1F (6764.590000 sec): 3 clusters
  Score: Raw -73398.209333 + Penalty 3074.445443 = -70323.763890
  nChanged 16
		SP:Iteration 2Q (6764.590000 sec): 3 clusters
  Score: Raw -73433.573290 + Penalty 3074.445443 = -70359.127847
  nChanged 9
		SP:Iteration 3Q (6764.590000 sec): 3 clusters
  Score: Raw -73452.700182 + Penalty 3074.445443 = -70378.254738
  nChanged 6
		SP:Iteration 4Q (6764.600000 sec): 3 clusters
  Score: Raw -73465.057632 + Penalty 3074.445443 = -70390.612188
  nChanged 3
		SP:Iteration 5Q (6764.600000 sec): 3 clusters
  Score: Raw -73471.103968 + Penalty 3074.445443 = -70396.658525
  nChanged 3
		SP:Iteration 6Q (6764.600000 sec): 3 clusters
  Score: Raw -73479.319009 + Penalty 3074.445443 = -70404.873566
  nChanged 5
		SP:Iteration 7Q (6764.600000 sec): 3 clusters
  Score: Raw -73490.209662 + Penalty 3074.445443 = -70415.764218
  nChanged 1
		SP:Iteration 8Q (6764.610000 sec): 3 clusters
  Score: Raw -73496.393007 + Penalty 3074.445443 = -70421.947564
  nChanged 2
		SP:Iteration 9Q (6764.610000 sec): 3 clusters
  Score: Raw -73503.490026 + Penalty 3074.445443 = -70429.044583
  nChanged 0
		SP:Iteration 10F (6764.610000 sec): 3 clusters
  Score: Raw -73503.490026 + Penalty 3074.445443 = -70429.044583
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6764.620000 sec): 2 clusters
  Score: Raw -311484.322142 + Penalty 1906.964035 = -309577.358108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6764.630000 sec): 3 clusters
  Score: Raw -310656.079511 + Penalty 3813.928069 = -306842.151442
  nChanged 729
		SP:Iteration 1F (6764.630000 sec): 3 clusters
  Score: Raw -311152.170677 + Penalty 3813.928069 = -307338.242607
  nChanged 157
		SP:Iteration 2F (6764.640000 sec): 3 clusters
  Score: Raw -311282.449021 + Penalty 3813.928069 = -307468.520951
  nChanged 90
		SP:Iteration 3Q (6764.650000 sec): 3 clusters
  Score: Raw -311352.359907 + Penalty 3813.928069 = -307538.431837
  nChanged 49
		SP:Iteration 4Q (6764.660000 sec): 3 clusters
  Score: Raw -311386.187671 + Penalty 3813.928069 = -307572.259601
  nChanged 38
		SP:Iteration 5Q (6764.670000 sec): 3 clusters
  Score: Raw -311416.475118 + Penalty 3813.928069 = -307602.547049
  nChanged 40
		SP:Iteration 6Q (6764.670000 sec): 3 clusters
  Score: Raw -311449.097980 + Penalty 3813.928069 = -307635.169911
  nChanged 46
		SP:Iteration 7Q (6764.680000 sec): 3 clusters
  Score: Raw -311482.686790 + Penalty 3813.928069 = -307668.758720
  nChanged 38
		SP:Iteration 8Q (6764.690000 sec): 3 clusters
  Score: Raw -311510.348326 + Penalty 3813.928069 = -307696.420257
  nChanged 30
		SP:Iteration 9Q (6764.690000 sec): 3 clusters
  Score: Raw -311527.279289 + Penalty 3813.928069 = -307713.351220
  nChanged 19
		SP:Iteration 10Q (6764.700000 sec): 3 clusters
  Score: Raw -311539.333893 + Penalty 3813.928069 = -307725.405824
  nChanged 16
		SP:Iteration 11Q (6764.710000 sec): 3 clusters
  Score: Raw -311550.052665 + Penalty 3813.928069 = -307736.124595
  nChanged 16
		SP:Iteration 12Q (6764.720000 sec): 3 clusters
  Score: Raw -311560.105076 + Penalty 3813.928069 = -307746.177007
  nChanged 16
		SP:Iteration 13Q (6764.730000 sec): 3 clusters
  Score: Raw -311571.840056 + Penalty 3813.928069 = -307757.911986
  nChanged 16
		SP:Iteration 14Q (6764.730000 sec): 3 clusters
  Score: Raw -311581.227877 + Penalty 3813.928069 = -307767.299808
  nChanged 16
		SP:Iteration 15Q (6764.740000 sec): 3 clusters
  Score: Raw -311594.268059 + Penalty 3813.928069 = -307780.339989
  nChanged 22
		SP:Iteration 16Q (6764.750000 sec): 3 clusters
  Score: Raw -311607.377571 + Penalty 3813.928069 = -307793.449502
  nChanged 10
		SP:Iteration 17Q (6764.760000 sec): 3 clusters
  Score: Raw -311613.773229 + Penalty 3813.928069 = -307799.845160
  nChanged 15
		SP:Iteration 18Q (6764.770000 sec): 3 clusters
  Score: Raw -311623.642926 + Penalty 3813.928069 = -307809.714857
  nChanged 16
		SP:Iteration 19Q (6764.770000 sec): 3 clusters
  Score: Raw -311636.161707 + Penalty 3813.928069 = -307822.233638
  nChanged 13
		SP:Iteration 20F (6764.780000 sec): 3 clusters
  Score: Raw -311644.679850 + Penalty 3813.928069 = -307830.751781
  nChanged 3
		SP:Iteration 21Q (6764.790000 sec): 3 clusters
  Score: Raw -311646.477813 + Penalty 3813.928069 = -307832.549743
  nChanged 6
		SP:Iteration 22Q (6764.790000 sec): 3 clusters
  Score: Raw -311650.546971 + Penalty 3813.928069 = -307836.618902
  nChanged 6
		SP:Iteration 23Q (6764.800000 sec): 3 clusters
  Score: Raw -311654.534708 + Penalty 3813.928069 = -307840.606638
  nChanged 4
		SP:Iteration 24Q (6764.810000 sec): 3 clusters
  Score: Raw -311657.026282 + Penalty 3813.928069 = -307843.098213
  nChanged 6
		SP:Iteration 25Q (6764.820000 sec): 3 clusters
  Score: Raw -311660.232410 + Penalty 3813.928069 = -307846.304341
  nChanged 5
		SP:Iteration 26Q (6764.830000 sec): 3 clusters
  Score: Raw -311662.937879 + Penalty 3813.928069 = -307849.009809
  nChanged 2
		SP:Iteration 27Q (6764.830000 sec): 3 clusters
  Score: Raw -311664.278468 + Penalty 3813.928069 = -307850.350398
  nChanged 5
		SP:Iteration 28Q (6764.840000 sec): 3 clusters
  Score: Raw -311666.793381 + Penalty 3813.928069 = -307852.865312
  nChanged 8
		SP:Iteration 29Q (6764.850000 sec): 3 clusters
  Score: Raw -311672.665738 + Penalty 3813.928069 = -307858.737669
  nChanged 5
		SP:Iteration 30Q (6764.860000 sec): 3 clusters
  Score: Raw -311674.894580 + Penalty 3813.928069 = -307860.966511
  nChanged 2
		SP:Iteration 31Q (6764.870000 sec): 3 clusters
  Score: Raw -311676.156869 + Penalty 3813.928069 = -307862.228800
  nChanged 0
		SP:Iteration 32F (6764.870000 sec): 3 clusters
  Score: Raw -311676.156869 + Penalty 3813.928069 = -307862.228800
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31539 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6764.980000 sec): 2 clusters
  Score: Raw -4606417.984295 + Penalty 2569.027078 = -4603848.957217
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6765.090000 sec): 3 clusters
  Score: Raw -4587590.371160 + Penalty 5138.054157 = -4582452.317003
  nChanged 14098
		SP:Iteration 1F (6765.210000 sec): 3 clusters
  Score: Raw -4595363.879552 + Penalty 5138.054157 = -4590225.825396
  nChanged 1411
		SP:Iteration 2Q (6765.330000 sec): 3 clusters
  Score: Raw -4595827.538484 + Penalty 5138.054157 = -4590689.484327
  nChanged 1309
		SP:Iteration 3Q (6765.450000 sec): 3 clusters
  Score: Raw -4596333.557085 + Penalty 5138.054157 = -4591195.502928
  nChanged 1351
		SP:Iteration 4Q (6765.560000 sec): 3 clusters
  Score: Raw -4596924.111497 + Penalty 5138.054157 = -4591786.057341
  nChanged 1463
		SP:Iteration 5Q (6765.680000 sec): 3 clusters
  Score: Raw -4597659.004680 + Penalty 5138.054157 = -4592520.950524
  nChanged 1721
		SP:Iteration 6F (6765.800000 sec): 3 clusters
  Score: Raw -4598658.604662 + Penalty 5138.054157 = -4593520.550505
  nChanged 1936
		SP:Iteration 7F (6765.910000 sec): 3 clusters
  Score: Raw -4599884.037374 + Penalty 5138.054157 = -4594745.983218
  nChanged 2051
		SP:Iteration 8F (6766.030000 sec): 3 clusters
  Score: Raw -4601237.724275 + Penalty 5138.054157 = -4596099.670119
  nChanged 1912
		SP:Iteration 9F (6766.140000 sec): 3 clusters
  Score: Raw -4602587.704283 + Penalty 5138.054157 = -4597449.650126
  nChanged 1646
		SP:Iteration 10F (6766.260000 sec): 3 clusters
  Score: Raw -4603854.163953 + Penalty 5138.054157 = -4598716.109796
  nChanged 1323
		SP:Iteration 11Q (6766.370000 sec): 3 clusters
  Score: Raw -4605158.191847 + Penalty 5138.054157 = -4600020.137691
  nChanged 885
		SP:Iteration 12Q (6766.490000 sec): 3 clusters
  Score: Raw -4606382.740501 + Penalty 5138.054157 = -4601244.686344
  nChanged 538
		SP:Iteration 13Q (6766.590000 sec): 3 clusters
  Score: Raw -4606837.420543 + Penalty 5138.054157 = -4601699.366387
  nChanged 360
		SP:Iteration 14Q (6766.690000 sec): 3 clusters
  Score: Raw -4607003.169028 + Penalty 5138.054157 = -4601865.114871
  nChanged 274
		SP:Iteration 15Q (6766.790000 sec): 3 clusters
  Score: Raw -4607112.150044 + Penalty 5138.054157 = -4601974.095887
  nChanged 218
		SP:Iteration 16Q (6766.880000 sec): 3 clusters
  Score: Raw -4607187.452241 + Penalty 5138.054157 = -4602049.398084
  nChanged 184
		SP:Iteration 17Q (6766.970000 sec): 3 clusters
  Score: Raw -4607247.888041 + Penalty 5138.054157 = -4602109.833884
  nChanged 156
		SP:Iteration 18Q (6767.070000 sec): 3 clusters
  Score: Raw -4607290.300086 + Penalty 5138.054157 = -4602152.245930
  nChanged 104
		SP:Iteration 19Q (6767.160000 sec): 3 clusters
  Score: Raw -4607315.187813 + Penalty 5138.054157 = -4602177.133656
  nChanged 99
		SP:Iteration 20F (6767.280000 sec): 3 clusters
  Score: Raw -4607338.237510 + Penalty 5138.054157 = -4602200.183353
  nChanged 74
		SP:Iteration 21Q (6767.370000 sec): 3 clusters
  Score: Raw -4607354.436363 + Penalty 5138.054157 = -4602216.382206
  nChanged 58
		SP:Iteration 22Q (6767.460000 sec): 3 clusters
  Score: Raw -4607365.993024 + Penalty 5138.054157 = -4602227.938868
  nChanged 55
		SP:Iteration 23Q (6767.550000 sec): 3 clusters
  Score: Raw -4607374.975525 + Penalty 5138.054157 = -4602236.921368
  nChanged 42
		SP:Iteration 24Q (6767.640000 sec): 3 clusters
  Score: Raw -4607381.870250 + Penalty 5138.054157 = -4602243.816093
  nChanged 33
		SP:Iteration 25Q (6767.730000 sec): 3 clusters
  Score: Raw -4607389.149444 + Penalty 5138.054157 = -4602251.095287
  nChanged 31
		SP:Iteration 26Q (6767.820000 sec): 3 clusters
  Score: Raw -4607394.848824 + Penalty 5138.054157 = -4602256.794668
  nChanged 27
		SP:Iteration 27Q (6767.910000 sec): 3 clusters
  Score: Raw -4607399.308017 + Penalty 5138.054157 = -4602261.253860
  nChanged 17
		SP:Iteration 28Q (6768.000000 sec): 3 clusters
  Score: Raw -4607401.798075 + Penalty 5138.054157 = -4602263.743919
  nChanged 15
		SP:Iteration 29Q (6768.090000 sec): 3 clusters
  Score: Raw -4607404.225232 + Penalty 5138.054157 = -4602266.171075
  nChanged 12
		SP:Iteration 30Q (6768.180000 sec): 3 clusters
  Score: Raw -4607406.014037 + Penalty 5138.054157 = -4602267.959880
  nChanged 7
		SP:Iteration 31Q (6768.270000 sec): 3 clusters
  Score: Raw -4607406.965871 + Penalty 5138.054157 = -4602268.911714
  nChanged 9
		SP:Iteration 32Q (6768.360000 sec): 3 clusters
  Score: Raw -4607407.838189 + Penalty 5138.054157 = -4602269.784032
  nChanged 8
		SP:Iteration 33Q (6768.450000 sec): 3 clusters
  Score: Raw -4607408.818829 + Penalty 5138.054157 = -4602270.764672
  nChanged 7
		SP:Iteration 34Q (6768.540000 sec): 3 clusters
  Score: Raw -4607409.676586 + Penalty 5138.054157 = -4602271.622430
  nChanged 9
		SP:Iteration 35Q (6768.630000 sec): 3 clusters
  Score: Raw -4607410.903662 + Penalty 5138.054157 = -4602272.849506
  nChanged 11
		SP:Iteration 36Q (6768.720000 sec): 3 clusters
  Score: Raw -4607412.538161 + Penalty 5138.054157 = -4602274.484005
  nChanged 10
		SP:Iteration 37Q (6768.810000 sec): 3 clusters
  Score: Raw -4607414.168224 + Penalty 5138.054157 = -4602276.114068
  nChanged 9
		SP:Iteration 38Q (6768.900000 sec): 3 clusters
  Score: Raw -4607415.252869 + Penalty 5138.054157 = -4602277.198712
  nChanged 12
		SP:Iteration 39Q (6768.990000 sec): 3 clusters
  Score: Raw -4607416.932157 + Penalty 5138.054157 = -4602278.878001
  nChanged 16
		SP:Iteration 40F (6769.110000 sec): 3 clusters
  Score: Raw -4607419.842734 + Penalty 5138.054157 = -4602281.788578
  nChanged 17
		SP:Iteration 41Q (6769.190000 sec): 3 clusters
  Score: Raw -4607422.132167 + Penalty 5138.054157 = -4602284.078010
  nChanged 10
		SP:Iteration 42Q (6769.290000 sec): 3 clusters
  Score: Raw -4607424.057435 + Penalty 5138.054157 = -4602286.003279
  nChanged 15
		SP:Iteration 43Q (6769.370000 sec): 3 clusters
  Score: Raw -4607427.088275 + Penalty 5138.054157 = -4602289.034118
  nChanged 14
		SP:Iteration 44Q (6769.470000 sec): 3 clusters
  Score: Raw -4607429.173567 + Penalty 5138.054157 = -4602291.119411
  nChanged 10
		SP:Iteration 45Q (6769.550000 sec): 3 clusters
  Score: Raw -4607430.833956 + Penalty 5138.054157 = -4602292.779800
  nChanged 15
		SP:Iteration 46Q (6769.640000 sec): 3 clusters
  Score: Raw -4607434.538720 + Penalty 5138.054157 = -4602296.484563
  nChanged 17
		SP:Iteration 47Q (6769.730000 sec): 3 clusters
  Score: Raw -4607436.762801 + Penalty 5138.054157 = -4602298.708645
  nChanged 9
		SP:Iteration 48Q (6769.820000 sec): 3 clusters
  Score: Raw -4607438.246787 + Penalty 5138.054157 = -4602300.192630
  nChanged 8
		SP:Iteration 49Q (6769.910000 sec): 3 clusters
  Score: Raw -4607439.453876 + Penalty 5138.054157 = -4602301.399719
  nChanged 4
		SP:Iteration 50Q (6770.000000 sec): 3 clusters
  Score: Raw -4607440.090868 + Penalty 5138.054157 = -4602302.036712
  nChanged 6
		SP:Iteration 51Q (6770.090000 sec): 3 clusters
  Score: Raw -4607441.033397 + Penalty 5138.054157 = -4602302.979240
  nChanged 4
		SP:Iteration 52Q (6770.170000 sec): 3 clusters
  Score: Raw -4607441.527089 + Penalty 5138.054157 = -4602303.472933
  nChanged 3
		SP:Iteration 53Q (6770.270000 sec): 3 clusters
  Score: Raw -4607441.922142 + Penalty 5138.054157 = -4602303.867985
  nChanged 1
		SP:Iteration 54Q (6770.350000 sec): 3 clusters
  Score: Raw -4607442.081400 + Penalty 5138.054157 = -4602304.027243
  nChanged 0
		SP:Iteration 55F (6770.470000 sec): 3 clusters
  Score: Raw -4607442.081400 + Penalty 5138.054157 = -4602304.027243
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6770.790000 sec): 2 clusters
  Score: Raw -14358616.355029 + Penalty 2852.078443 = -14355764.276586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6771.150000 sec): 3 clusters
  Score: Raw -14295472.971536 + Penalty 5704.156886 = -14289768.814650
  nChanged 46427
		SP:Iteration 1F (6771.520000 sec): 3 clusters
  Score: Raw -14321884.346806 + Penalty 5704.156886 = -14316180.189920
  nChanged 3452
		SP:Iteration 2Q (6771.890000 sec): 3 clusters
  Score: Raw -14322739.852288 + Penalty 5704.156886 = -14317035.695402
  nChanged 3532
		SP:Iteration 3Q (6772.260000 sec): 3 clusters
  Score: Raw -14323664.137365 + Penalty 5704.156886 = -14317959.980479
  nChanged 3579
		SP:Iteration 4Q (6772.630000 sec): 3 clusters
  Score: Raw -14324686.748479 + Penalty 5704.156886 = -14318982.591592
  nChanged 3680
		SP:Iteration 5Q (6773.000000 sec): 3 clusters
  Score: Raw -14325851.607825 + Penalty 5704.156886 = -14320147.450939
  nChanged 4024
		SP:Iteration 6Q (6773.370000 sec): 3 clusters
  Score: Raw -14327262.255917 + Penalty 5704.156886 = -14321558.099031
  nChanged 4326
		SP:Iteration 7Q (6773.740000 sec): 3 clusters
  Score: Raw -14328887.630766 + Penalty 5704.156886 = -14323183.473880
  nChanged 4459
		SP:Iteration 8Q (6774.110000 sec): 3 clusters
  Score: Raw -14330795.652643 + Penalty 5704.156886 = -14325091.495757
  nChanged 4876
		SP:Iteration 9Q (6774.490000 sec): 3 clusters
  Score: Raw -14333245.055961 + Penalty 5704.156886 = -14327540.899074
  nChanged 5140
		SP:Iteration 10F (6774.850000 sec): 3 clusters
  Score: Raw -14336231.211757 + Penalty 5704.156886 = -14330527.054871
  nChanged 5096
		SP:Iteration 11F (6775.210000 sec): 3 clusters
  Score: Raw -14339544.254035 + Penalty 5704.156886 = -14333840.097149
  nChanged 4860
		SP:Iteration 12Q (6775.580000 sec): 3 clusters
  Score: Raw -14342983.032775 + Penalty 5704.156886 = -14337278.875889
  nChanged 4136
		SP:Iteration 13Q (6775.950000 sec): 3 clusters
  Score: Raw -14345903.263697 + Penalty 5704.156886 = -14340199.106811
  nChanged 3458
		SP:Iteration 14Q (6776.300000 sec): 3 clusters
  Score: Raw -14348125.627640 + Penalty 5704.156886 = -14342421.470754
  nChanged 2897
		SP:Iteration 15Q (6776.640000 sec): 3 clusters
  Score: Raw -14349819.038045 + Penalty 5704.156886 = -14344114.881159
  nChanged 2455
		SP:Iteration 16Q (6776.970000 sec): 3 clusters
  Score: Raw -14351181.775798 + Penalty 5704.156886 = -14345477.618912
  nChanged 2192
		SP:Iteration 17Q (6777.290000 sec): 3 clusters
  Score: Raw -14352399.817738 + Penalty 5704.156886 = -14346695.660852
  nChanged 2086
		SP:Iteration 18Q (6777.600000 sec): 3 clusters
  Score: Raw -14353570.896360 + Penalty 5704.156886 = -14347866.739474
  nChanged 1815
		SP:Iteration 19Q (6777.900000 sec): 3 clusters
  Score: Raw -14354594.898660 + Penalty 5704.156886 = -14348890.741774
  nChanged 1674
		SP:Iteration 20F (6778.260000 sec): 3 clusters
  Score: Raw -14355564.034719 + Penalty 5704.156886 = -14349859.877832
  nChanged 1413
		SP:Iteration 21Q (6778.550000 sec): 3 clusters
  Score: Raw -14356403.307844 + Penalty 5704.156886 = -14350699.150958
  nChanged 1161
		SP:Iteration 22Q (6778.830000 sec): 3 clusters
  Score: Raw -14357103.332793 + Penalty 5704.156886 = -14351399.175907
  nChanged 938
		SP:Iteration 23Q (6779.110000 sec): 3 clusters
  Score: Raw -14357672.320468 + Penalty 5704.156886 = -14351968.163582
  nChanged 746
		SP:Iteration 24Q (6779.380000 sec): 3 clusters
  Score: Raw -14358128.046689 + Penalty 5704.156886 = -14352423.889803
  nChanged 563
		SP:Iteration 25Q (6779.650000 sec): 3 clusters
  Score: Raw -14358457.613295 + Penalty 5704.156886 = -14352753.456409
  nChanged 407
		SP:Iteration 26Q (6779.910000 sec): 3 clusters
  Score: Raw -14358688.118802 + Penalty 5704.156886 = -14352983.961916
  nChanged 269
		SP:Iteration 27Q (6780.170000 sec): 3 clusters
  Score: Raw -14358844.570119 + Penalty 5704.156886 = -14353140.413233
  nChanged 210
		SP:Iteration 28Q (6780.430000 sec): 3 clusters
  Score: Raw -14358959.672029 + Penalty 5704.156886 = -14353255.515143
  nChanged 141
		SP:Iteration 29Q (6780.690000 sec): 3 clusters
  Score: Raw -14359025.881543 + Penalty 5704.156886 = -14353321.724657
  nChanged 83
		SP:Iteration 30Q (6780.950000 sec): 3 clusters
  Score: Raw -14359064.814822 + Penalty 5704.156886 = -14353360.657936
  nChanged 66
		SP:Iteration 31Q (6781.210000 sec): 3 clusters
  Score: Raw -14359094.144037 + Penalty 5704.156886 = -14353389.987151
  nChanged 54
		SP:Iteration 32Q (6781.460000 sec): 3 clusters
  Score: Raw -14359127.129109 + Penalty 5704.156886 = -14353422.972223
  nChanged 49
		SP:Iteration 33Q (6781.710000 sec): 3 clusters
  Score: Raw -14359156.471294 + Penalty 5704.156886 = -14353452.314408
  nChanged 40
		SP:Iteration 34Q (6781.970000 sec): 3 clusters
  Score: Raw -14359175.880289 + Penalty 5704.156886 = -14353471.723403
  nChanged 34
		SP:Iteration 35Q (6782.220000 sec): 3 clusters
  Score: Raw -14359190.917102 + Penalty 5704.156886 = -14353486.760216
  nChanged 19
		SP:Iteration 36Q (6782.480000 sec): 3 clusters
  Score: Raw -14359200.068923 + Penalty 5704.156886 = -14353495.912037
  nChanged 18
		SP:Iteration 37Q (6782.730000 sec): 3 clusters
  Score: Raw -14359208.299898 + Penalty 5704.156886 = -14353504.143012
  nChanged 23
		SP:Iteration 38Q (6782.990000 sec): 3 clusters
  Score: Raw -14359218.569811 + Penalty 5704.156886 = -14353514.412925
  nChanged 17
		SP:Iteration 39Q (6783.240000 sec): 3 clusters
  Score: Raw -14359228.485401 + Penalty 5704.156886 = -14353524.328515
  nChanged 13
		SP:Iteration 40F (6783.590000 sec): 3 clusters
  Score: Raw -14359235.043760 + Penalty 5704.156886 = -14353530.886874
  nChanged 10
		SP:Iteration 41Q (6783.850000 sec): 3 clusters
  Score: Raw -14359239.962116 + Penalty 5704.156886 = -14353535.805230
  nChanged 7
		SP:Iteration 42Q (6784.100000 sec): 3 clusters
  Score: Raw -14359243.678200 + Penalty 5704.156886 = -14353539.521314
  nChanged 6
		SP:Iteration 43Q (6784.360000 sec): 3 clusters
  Score: Raw -14359246.560637 + Penalty 5704.156886 = -14353542.403751
  nChanged 4
		SP:Iteration 44Q (6784.610000 sec): 3 clusters
  Score: Raw -14359247.693260 + Penalty 5704.156886 = -14353543.536374
  nChanged 1
		SP:Iteration 45Q (6784.870000 sec): 3 clusters
  Score: Raw -14359247.858152 + Penalty 5704.156886 = -14353543.701266
  nChanged 0
		SP:Iteration 46F (6785.220000 sec): 3 clusters
  Score: Raw -14359247.858152 + Penalty 5704.156886 = -14353543.701266
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6785.350000 sec): 2 clusters
  Score: Raw -5603362.844415 + Penalty 2602.846611 = -5600759.997804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6785.490000 sec): 3 clusters
  Score: Raw -5581297.617493 + Penalty 5205.693221 = -5576091.924271
  nChanged 16528
		SP:Iteration 1F (6785.620000 sec): 3 clusters
  Score: Raw -5590261.423605 + Penalty 5205.693221 = -5585055.730384
  nChanged 1580
		SP:Iteration 2Q (6785.750000 sec): 3 clusters
  Score: Raw -5590739.403586 + Penalty 5205.693221 = -5585533.710365
  nChanged 1428
		SP:Iteration 3Q (6785.890000 sec): 3 clusters
  Score: Raw -5591179.747081 + Penalty 5205.693221 = -5585974.053860
  nChanged 1366
		SP:Iteration 4Q (6786.020000 sec): 3 clusters
  Score: Raw -5591576.775893 + Penalty 5205.693221 = -5586371.082672
  nChanged 1337
		SP:Iteration 5Q (6786.160000 sec): 3 clusters
  Score: Raw -5591990.059296 + Penalty 5205.693221 = -5586784.366075
  nChanged 1253
		SP:Iteration 6Q (6786.290000 sec): 3 clusters
  Score: Raw -5592385.598713 + Penalty 5205.693221 = -5587179.905492
  nChanged 1285
		SP:Iteration 7Q (6786.430000 sec): 3 clusters
  Score: Raw -5592804.129250 + Penalty 5205.693221 = -5587598.436028
  nChanged 1317
		SP:Iteration 8Q (6786.560000 sec): 3 clusters
  Score: Raw -5593302.638534 + Penalty 5205.693221 = -5588096.945313
  nChanged 1397
		SP:Iteration 9Q (6786.690000 sec): 3 clusters
  Score: Raw -5593956.151942 + Penalty 5205.693221 = -5588750.458721
  nChanged 1585
		SP:Iteration 10Q (6786.830000 sec): 3 clusters
  Score: Raw -5594776.723531 + Penalty 5205.693221 = -5589571.030310
  nChanged 1683
		SP:Iteration 11Q (6786.960000 sec): 3 clusters
  Score: Raw -5595792.112776 + Penalty 5205.693221 = -5590586.419555
  nChanged 1714
		SP:Iteration 12Q (6787.100000 sec): 3 clusters
  Score: Raw -5596950.799350 + Penalty 5205.693221 = -5591745.106129
  nChanged 1603
		SP:Iteration 13Q (6787.230000 sec): 3 clusters
  Score: Raw -5598009.950567 + Penalty 5205.693221 = -5592804.257346
  nChanged 1378
		SP:Iteration 14Q (6787.360000 sec): 3 clusters
  Score: Raw -5598815.761266 + Penalty 5205.693221 = -5593610.068045
  nChanged 1026
		SP:Iteration 15Q (6787.490000 sec): 3 clusters
  Score: Raw -5599357.897946 + Penalty 5205.693221 = -5594152.204724
  nChanged 850
		SP:Iteration 16Q (6787.610000 sec): 3 clusters
  Score: Raw -5599779.437576 + Penalty 5205.693221 = -5594573.744354
  nChanged 736
		SP:Iteration 17Q (6787.730000 sec): 3 clusters
  Score: Raw -5600122.485446 + Penalty 5205.693221 = -5594916.792225
  nChanged 673
		SP:Iteration 18Q (6787.840000 sec): 3 clusters
  Score: Raw -5600432.204287 + Penalty 5205.693221 = -5595226.511066
  nChanged 626
		SP:Iteration 19Q (6787.960000 sec): 3 clusters
  Score: Raw -5600723.390649 + Penalty 5205.693221 = -5595517.697428
  nChanged 611
		SP:Iteration 20F (6788.090000 sec): 3 clusters
  Score: Raw -5601001.419466 + Penalty 5205.693221 = -5595795.726244
  nChanged 529
		SP:Iteration 21Q (6788.190000 sec): 3 clusters
  Score: Raw -5601242.392955 + Penalty 5205.693221 = -5596036.699734
  nChanged 528
		SP:Iteration 22Q (6788.310000 sec): 3 clusters
  Score: Raw -5601502.700330 + Penalty 5205.693221 = -5596297.007109
  nChanged 500
		SP:Iteration 23Q (6788.410000 sec): 3 clusters
  Score: Raw -5601772.857242 + Penalty 5205.693221 = -5596567.164021
  nChanged 483
		SP:Iteration 24Q (6788.520000 sec): 3 clusters
  Score: Raw -5602054.380094 + Penalty 5205.693221 = -5596848.686873
  nChanged 482
		SP:Iteration 25Q (6788.620000 sec): 3 clusters
  Score: Raw -5602351.352170 + Penalty 5205.693221 = -5597145.658948
  nChanged 412
		SP:Iteration 26Q (6788.720000 sec): 3 clusters
  Score: Raw -5602624.573569 + Penalty 5205.693221 = -5597418.880348
  nChanged 365
		SP:Iteration 27Q (6788.820000 sec): 3 clusters
  Score: Raw -5602874.819032 + Penalty 5205.693221 = -5597669.125810
  nChanged 298
		SP:Iteration 28Q (6788.920000 sec): 3 clusters
  Score: Raw -5603075.182230 + Penalty 5205.693221 = -5597869.489009
  nChanged 240
		SP:Iteration 29Q (6789.020000 sec): 3 clusters
  Score: Raw -5603245.789249 + Penalty 5205.693221 = -5598040.096028
  nChanged 167
		SP:Iteration 30Q (6789.110000 sec): 3 clusters
  Score: Raw -5603353.359275 + Penalty 5205.693221 = -5598147.666054
  nChanged 118
		SP:Iteration 31Q (6789.210000 sec): 3 clusters
  Score: Raw -5603434.327403 + Penalty 5205.693221 = -5598228.634182
  nChanged 73
		SP:Iteration 32Q (6789.300000 sec): 3 clusters
  Score: Raw -5603477.765710 + Penalty 5205.693221 = -5598272.072489
  nChanged 57
		SP:Iteration 33Q (6789.400000 sec): 3 clusters
  Score: Raw -5603521.353498 + Penalty 5205.693221 = -5598315.660276
  nChanged 49
		SP:Iteration 34Q (6789.490000 sec): 3 clusters
  Score: Raw -5603565.220219 + Penalty 5205.693221 = -5598359.526997
  nChanged 27
		SP:Iteration 35Q (6789.590000 sec): 3 clusters
  Score: Raw -5603585.116348 + Penalty 5205.693221 = -5598379.423127
  nChanged 25
		SP:Iteration 36Q (6789.680000 sec): 3 clusters
  Score: Raw -5603606.136716 + Penalty 5205.693221 = -5598400.443495
  nChanged 28
		SP:Iteration 37Q (6789.770000 sec): 3 clusters
  Score: Raw -5603626.764386 + Penalty 5205.693221 = -5598421.071164
  nChanged 24
		SP:Iteration 38Q (6789.860000 sec): 3 clusters
  Score: Raw -5603645.093397 + Penalty 5205.693221 = -5598439.400176
  nChanged 14
		SP:Iteration 39Q (6789.950000 sec): 3 clusters
  Score: Raw -5603655.424558 + Penalty 5205.693221 = -5598449.731337
  nChanged 11
		SP:Iteration 40F (6790.080000 sec): 3 clusters
  Score: Raw -5603663.521202 + Penalty 5205.693221 = -5598457.827980
  nChanged 10
		SP:Iteration 41Q (6790.170000 sec): 3 clusters
  Score: Raw -5603671.232691 + Penalty 5205.693221 = -5598465.539470
  nChanged 10
		SP:Iteration 42Q (6790.270000 sec): 3 clusters
  Score: Raw -5603681.057557 + Penalty 5205.693221 = -5598475.364336
  nChanged 11
		SP:Iteration 43Q (6790.360000 sec): 3 clusters
  Score: Raw -5603690.655830 + Penalty 5205.693221 = -5598484.962609
  nChanged 8
		SP:Iteration 44Q (6790.450000 sec): 3 clusters
  Score: Raw -5603696.637420 + Penalty 5205.693221 = -5598490.944199
  nChanged 6
		SP:Iteration 45Q (6790.540000 sec): 3 clusters
  Score: Raw -5603701.242786 + Penalty 5205.693221 = -5598495.549565
  nChanged 2
		SP:Iteration 46Q (6790.630000 sec): 3 clusters
  Score: Raw -5603702.274572 + Penalty 5205.693221 = -5598496.581351
  nChanged 1
		SP:Iteration 47Q (6790.730000 sec): 3 clusters
  Score: Raw -5603703.495009 + Penalty 5205.693221 = -5598497.801788
  nChanged 4
		SP:Iteration 48Q (6790.810000 sec): 3 clusters
  Score: Raw -5603705.551551 + Penalty 5205.693221 = -5598499.858330
  nChanged 2
		SP:Iteration 49Q (6790.910000 sec): 3 clusters
  Score: Raw -5603706.432166 + Penalty 5205.693221 = -5598500.738945
  nChanged 2
		SP:Iteration 50Q (6791.000000 sec): 3 clusters
  Score: Raw -5603707.007473 + Penalty 5205.693221 = -5598501.314252
  nChanged 1
		SP:Iteration 51Q (6791.090000 sec): 3 clusters
  Score: Raw -5603708.085720 + Penalty 5205.693221 = -5598502.392499
  nChanged 1
		SP:Iteration 52Q (6791.180000 sec): 3 clusters
  Score: Raw -5603709.520490 + Penalty 5205.693221 = -5598503.827268
  nChanged 3
		SP:Iteration 53Q (6791.280000 sec): 3 clusters
  Score: Raw -5603713.782699 + Penalty 5205.693221 = -5598508.089478
  nChanged 1
		SP:Iteration 54Q (6791.370000 sec): 3 clusters
  Score: Raw -5603715.168984 + Penalty 5205.693221 = -5598509.475762
  nChanged 3
		SP:Iteration 55Q (6791.460000 sec): 3 clusters
  Score: Raw -5603717.948836 + Penalty 5205.693221 = -5598512.255615
  nChanged 4
		SP:Iteration 56Q (6791.550000 sec): 3 clusters
  Score: Raw -5603720.438225 + Penalty 5205.693221 = -5598514.745004
  nChanged 3
		SP:Iteration 57Q (6791.640000 sec): 3 clusters
  Score: Raw -5603723.100121 + Penalty 5205.693221 = -5598517.406899
  nChanged 4
		SP:Iteration 58Q (6791.730000 sec): 3 clusters
  Score: Raw -5603726.759819 + Penalty 5205.693221 = -5598521.066597
  nChanged 0
		SP:Iteration 59F (6791.860000 sec): 3 clusters
  Score: Raw -5603726.759819 + Penalty 5205.693221 = -5598521.066597
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6792.180000 sec): 2 clusters
  Score: Raw -14573736.013139 + Penalty 2851.849794 = -14570884.163345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6792.540000 sec): 3 clusters
  Score: Raw -14510673.941417 + Penalty 5703.699588 = -14504970.241829
  nChanged 46704
		SP:Iteration 1F (6792.910000 sec): 3 clusters
  Score: Raw -14536918.501620 + Penalty 5703.699588 = -14531214.802032
  nChanged 2965
		SP:Iteration 2Q (6793.280000 sec): 3 clusters
  Score: Raw -14537530.279475 + Penalty 5703.699588 = -14531826.579887
  nChanged 2919
		SP:Iteration 3Q (6793.660000 sec): 3 clusters
  Score: Raw -14538178.682952 + Penalty 5703.699588 = -14532474.983364
  nChanged 3039
		SP:Iteration 4Q (6794.030000 sec): 3 clusters
  Score: Raw -14538902.554430 + Penalty 5703.699588 = -14533198.854842
  nChanged 3219
		SP:Iteration 5Q (6794.400000 sec): 3 clusters
  Score: Raw -14539798.246654 + Penalty 5703.699588 = -14534094.547066
  nChanged 3708
		SP:Iteration 6Q (6794.770000 sec): 3 clusters
  Score: Raw -14541100.024013 + Penalty 5703.699588 = -14535396.324425
  nChanged 4608
		SP:Iteration 7Q (6795.140000 sec): 3 clusters
  Score: Raw -14543182.199749 + Penalty 5703.699588 = -14537478.500161
  nChanged 5645
		SP:Iteration 8F (6795.510000 sec): 3 clusters
  Score: Raw -14546400.209370 + Penalty 5703.699588 = -14540696.509782
  nChanged 6753
		SP:Iteration 9F (6795.870000 sec): 3 clusters
  Score: Raw -14551107.568297 + Penalty 5703.699588 = -14545403.868709
  nChanged 7327
		SP:Iteration 10F (6796.240000 sec): 3 clusters
  Score: Raw -14556995.512361 + Penalty 5703.699588 = -14551291.812773
  nChanged 6908
		SP:Iteration 11F (6796.600000 sec): 3 clusters
  Score: Raw -14562946.361360 + Penalty 5703.699588 = -14557242.661772
  nChanged 5352
		SP:Iteration 12F (6796.960000 sec): 3 clusters
  Score: Raw -14567653.880872 + Penalty 5703.699588 = -14561950.181284
  nChanged 3507
		SP:Iteration 13Q (6797.300000 sec): 3 clusters
  Score: Raw -14570726.335490 + Penalty 5703.699588 = -14565022.635902
  nChanged 1937
		SP:Iteration 14Q (6797.620000 sec): 3 clusters
  Score: Raw -14572376.495988 + Penalty 5703.699588 = -14566672.796400
  nChanged 1018
		SP:Iteration 15Q (6797.920000 sec): 3 clusters
  Score: Raw -14573177.877190 + Penalty 5703.699588 = -14567474.177602
  nChanged 557
		SP:Iteration 16Q (6798.200000 sec): 3 clusters
  Score: Raw -14573606.500942 + Penalty 5703.699588 = -14567902.801354
  nChanged 336
		SP:Iteration 17Q (6798.470000 sec): 3 clusters
  Score: Raw -14573843.625729 + Penalty 5703.699588 = -14568139.926141
  nChanged 195
		SP:Iteration 18Q (6798.730000 sec): 3 clusters
  Score: Raw -14573953.347122 + Penalty 5703.699588 = -14568249.647534
  nChanged 115
		SP:Iteration 19Q (6798.990000 sec): 3 clusters
  Score: Raw -14574013.709287 + Penalty 5703.699588 = -14568310.009699
  nChanged 72
		SP:Iteration 20F (6799.340000 sec): 3 clusters
  Score: Raw -14574050.251879 + Penalty 5703.699588 = -14568346.552291
  nChanged 49
		SP:Iteration 21Q (6799.600000 sec): 3 clusters
  Score: Raw -14574078.681782 + Penalty 5703.699588 = -14568374.982194
  nChanged 44
		SP:Iteration 22Q (6799.860000 sec): 3 clusters
  Score: Raw -14574106.366953 + Penalty 5703.699588 = -14568402.667365
  nChanged 35
		SP:Iteration 23Q (6800.120000 sec): 3 clusters
  Score: Raw -14574126.768344 + Penalty 5703.699588 = -14568423.068756
  nChanged 25
		SP:Iteration 24Q (6800.370000 sec): 3 clusters
  Score: Raw -14574139.139486 + Penalty 5703.699588 = -14568435.439898
  nChanged 18
		SP:Iteration 25Q (6800.630000 sec): 3 clusters
  Score: Raw -14574150.921222 + Penalty 5703.699588 = -14568447.221634
  nChanged 18
		SP:Iteration 26Q (6800.880000 sec): 3 clusters
  Score: Raw -14574161.661284 + Penalty 5703.699588 = -14568457.961696
  nChanged 20
		SP:Iteration 27Q (6801.140000 sec): 3 clusters
  Score: Raw -14574174.344706 + Penalty 5703.699588 = -14568470.645118
  nChanged 21
		SP:Iteration 28Q (6801.400000 sec): 3 clusters
  Score: Raw -14574186.672396 + Penalty 5703.699588 = -14568482.972808
  nChanged 18
		SP:Iteration 29Q (6801.650000 sec): 3 clusters
  Score: Raw -14574195.866740 + Penalty 5703.699588 = -14568492.167152
  nChanged 9
		SP:Iteration 30Q (6801.900000 sec): 3 clusters
  Score: Raw -14574201.418256 + Penalty 5703.699588 = -14568497.718668
  nChanged 9
		SP:Iteration 31Q (6802.160000 sec): 3 clusters
  Score: Raw -14574206.715338 + Penalty 5703.699588 = -14568503.015750
  nChanged 7
		SP:Iteration 32Q (6802.410000 sec): 3 clusters
  Score: Raw -14574209.670813 + Penalty 5703.699588 = -14568505.971225
  nChanged 4
		SP:Iteration 33Q (6802.660000 sec): 3 clusters
  Score: Raw -14574211.385785 + Penalty 5703.699588 = -14568507.686197
  nChanged 1
		SP:Iteration 34Q (6802.920000 sec): 3 clusters
  Score: Raw -14574211.586340 + Penalty 5703.699588 = -14568507.886752
  nChanged 2
		SP:Iteration 35Q (6803.170000 sec): 3 clusters
  Score: Raw -14574212.553307 + Penalty 5703.699588 = -14568508.853719
  nChanged 7
		SP:Iteration 36Q (6803.420000 sec): 3 clusters
  Score: Raw -14574216.921909 + Penalty 5703.699588 = -14568513.222321
  nChanged 5
		SP:Iteration 37Q (6803.680000 sec): 3 clusters
  Score: Raw -14574220.513047 + Penalty 5703.699588 = -14568516.813459
  nChanged 9
		SP:Iteration 38Q (6803.930000 sec): 3 clusters
  Score: Raw -14574227.506316 + Penalty 5703.699588 = -14568523.806728
  nChanged 7
		SP:Iteration 39Q (6804.180000 sec): 3 clusters
  Score: Raw -14574232.200426 + Penalty 5703.699588 = -14568528.500838
  nChanged 9
		SP:Iteration 40F (6804.540000 sec): 3 clusters
  Score: Raw -14574238.357264 + Penalty 5703.699588 = -14568534.657676
  nChanged 11
		SP:Iteration 41Q (6804.800000 sec): 3 clusters
  Score: Raw -14574244.296649 + Penalty 5703.699588 = -14568540.597060
  nChanged 8
		SP:Iteration 42Q (6805.050000 sec): 3 clusters
  Score: Raw -14574248.601186 + Penalty 5703.699588 = -14568544.901598
  nChanged 5
		SP:Iteration 43Q (6805.300000 sec): 3 clusters
  Score: Raw -14574251.444584 + Penalty 5703.699588 = -14568547.744996
  nChanged 4
		SP:Iteration 44Q (6805.560000 sec): 3 clusters
  Score: Raw -14574252.981459 + Penalty 5703.699588 = -14568549.281870
  nChanged 3
		SP:Iteration 45Q (6805.810000 sec): 3 clusters
  Score: Raw -14574254.611907 + Penalty 5703.699588 = -14568550.912318
  nChanged 2
		SP:Iteration 46Q (6806.060000 sec): 3 clusters
  Score: Raw -14574255.415946 + Penalty 5703.699588 = -14568551.716358
  nChanged 0
		SP:Iteration 47F (6806.420000 sec): 3 clusters
  Score: Raw -14574255.415946 + Penalty 5703.699588 = -14568551.716358
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6806.460000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6806.460000 sec): 3 clusters
  Score: Raw -22194.248719 + Penalty 2547.356025 = -19646.892694
  nChanged 11
		SP:Iteration 1F (6806.460000 sec): 3 clusters
  Score: Raw -22258.536074 + Penalty 2547.356025 = -19711.180049
  nChanged 2
		SP:Iteration 2Q (6806.460000 sec): 3 clusters
  Score: Raw -22274.165167 + Penalty 2547.356025 = -19726.809142
  nChanged 2
		SP:Iteration 3Q (6806.460000 sec): 3 clusters
  Score: Raw -22289.870673 + Penalty 2547.356025 = -19742.514648
  nChanged 1
		SP:Iteration 4Q (6806.460000 sec): 3 clusters
  Score: Raw -22297.699492 + Penalty 2547.356025 = -19750.343467
  nChanged 0
		SP:Iteration 5F (6806.460000 sec): 3 clusters
  Score: Raw -22297.699492 + Penalty 2547.356025 = -19750.343467
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6806.630000 sec): 2 clusters
  Score: Raw -7501035.638050 + Penalty 2688.595070 = -7498347.042979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6806.820000 sec): 3 clusters
  Score: Raw -7469264.131559 + Penalty 5377.190141 = -7463886.941419
  nChanged 23704
		SP:Iteration 1F (6807.010000 sec): 3 clusters
  Score: Raw -7482231.490088 + Penalty 5377.190141 = -7476854.299948
  nChanged 1892
		SP:Iteration 2Q (6807.210000 sec): 3 clusters
  Score: Raw -7482743.464461 + Penalty 5377.190141 = -7477366.274321
  nChanged 1824
		SP:Iteration 3Q (6807.400000 sec): 3 clusters
  Score: Raw -7483283.130859 + Penalty 5377.190141 = -7477905.940718
  nChanged 1881
		SP:Iteration 4Q (6807.590000 sec): 3 clusters
  Score: Raw -7483932.315411 + Penalty 5377.190141 = -7478555.125270
  nChanged 2106
		SP:Iteration 5Q (6807.780000 sec): 3 clusters
  Score: Raw -7484742.243937 + Penalty 5377.190141 = -7479365.053796
  nChanged 2288
		SP:Iteration 6Q (6807.970000 sec): 3 clusters
  Score: Raw -7485727.995584 + Penalty 5377.190141 = -7480350.805443
  nChanged 2415
		SP:Iteration 7Q (6808.160000 sec): 3 clusters
  Score: Raw -7486877.804930 + Penalty 5377.190141 = -7481500.614789
  nChanged 2480
		SP:Iteration 8Q (6808.360000 sec): 3 clusters
  Score: Raw -7488160.069664 + Penalty 5377.190141 = -7482782.879523
  nChanged 2552
		SP:Iteration 9Q (6808.540000 sec): 3 clusters
  Score: Raw -7489483.707014 + Penalty 5377.190141 = -7484106.516873
  nChanged 2477
		SP:Iteration 10Q (6808.740000 sec): 3 clusters
  Score: Raw -7490754.563598 + Penalty 5377.190141 = -7485377.373458
  nChanged 2230
		SP:Iteration 11Q (6808.920000 sec): 3 clusters
  Score: Raw -7491843.959350 + Penalty 5377.190141 = -7486466.769209
  nChanged 2067
		SP:Iteration 12Q (6809.110000 sec): 3 clusters
  Score: Raw -7492811.868802 + Penalty 5377.190141 = -7487434.678661
  nChanged 1941
		SP:Iteration 13Q (6809.300000 sec): 3 clusters
  Score: Raw -7493730.234577 + Penalty 5377.190141 = -7488353.044436
  nChanged 1991
		SP:Iteration 14Q (6809.480000 sec): 3 clusters
  Score: Raw -7494689.537806 + Penalty 5377.190141 = -7489312.347665
  nChanged 1929
		SP:Iteration 15Q (6809.660000 sec): 3 clusters
  Score: Raw -7495651.908550 + Penalty 5377.190141 = -7490274.718409
  nChanged 1955
		SP:Iteration 16Q (6809.840000 sec): 3 clusters
  Score: Raw -7496671.851975 + Penalty 5377.190141 = -7491294.661834
  nChanged 1855
		SP:Iteration 17Q (6810.010000 sec): 3 clusters
  Score: Raw -7497660.228744 + Penalty 5377.190141 = -7492283.038603
  nChanged 1607
		SP:Iteration 18Q (6810.180000 sec): 3 clusters
  Score: Raw -7498517.238520 + Penalty 5377.190141 = -7493140.048379
  nChanged 1351
		SP:Iteration 19Q (6810.340000 sec): 3 clusters
  Score: Raw -7499242.288514 + Penalty 5377.190141 = -7493865.098373
  nChanged 1077
		SP:Iteration 20F (6810.530000 sec): 3 clusters
  Score: Raw -7499789.595804 + Penalty 5377.190141 = -7494412.405663
  nChanged 820
		SP:Iteration 21Q (6810.680000 sec): 3 clusters
  Score: Raw -7500192.389483 + Penalty 5377.190141 = -7494815.199342
  nChanged 608
		SP:Iteration 22Q (6810.830000 sec): 3 clusters
  Score: Raw -7500500.910959 + Penalty 5377.190141 = -7495123.720818
  nChanged 454
		SP:Iteration 23Q (6810.980000 sec): 3 clusters
  Score: Raw -7500724.201173 + Penalty 5377.190141 = -7495347.011032
  nChanged 320
		SP:Iteration 24Q (6811.120000 sec): 3 clusters
  Score: Raw -7500889.739657 + Penalty 5377.190141 = -7495512.549516
  nChanged 256
		SP:Iteration 25Q (6811.260000 sec): 3 clusters
  Score: Raw -7501017.728594 + Penalty 5377.190141 = -7495640.538453
  nChanged 195
		SP:Iteration 26Q (6811.400000 sec): 3 clusters
  Score: Raw -7501114.228248 + Penalty 5377.190141 = -7495737.038107
  nChanged 150
		SP:Iteration 27Q (6811.540000 sec): 3 clusters
  Score: Raw -7501192.588386 + Penalty 5377.190141 = -7495815.398245
  nChanged 113
		SP:Iteration 28Q (6811.680000 sec): 3 clusters
  Score: Raw -7501256.240066 + Penalty 5377.190141 = -7495879.049925
  nChanged 95
		SP:Iteration 29Q (6811.820000 sec): 3 clusters
  Score: Raw -7501306.332636 + Penalty 5377.190141 = -7495929.142495
  nChanged 72
		SP:Iteration 30Q (6811.950000 sec): 3 clusters
  Score: Raw -7501346.692690 + Penalty 5377.190141 = -7495969.502549
  nChanged 68
		SP:Iteration 31Q (6812.090000 sec): 3 clusters
  Score: Raw -7501384.246636 + Penalty 5377.190141 = -7496007.056495
  nChanged 47
		SP:Iteration 32Q (6812.220000 sec): 3 clusters
  Score: Raw -7501406.893374 + Penalty 5377.190141 = -7496029.703233
  nChanged 36
		SP:Iteration 33Q (6812.360000 sec): 3 clusters
  Score: Raw -7501426.362364 + Penalty 5377.190141 = -7496049.172223
  nChanged 29
		SP:Iteration 34Q (6812.490000 sec): 3 clusters
  Score: Raw -7501441.138489 + Penalty 5377.190141 = -7496063.948348
  nChanged 31
		SP:Iteration 35Q (6812.630000 sec): 3 clusters
  Score: Raw -7501455.093249 + Penalty 5377.190141 = -7496077.903108
  nChanged 26
		SP:Iteration 36Q (6812.760000 sec): 3 clusters
  Score: Raw -7501467.634327 + Penalty 5377.190141 = -7496090.444186
  nChanged 19
		SP:Iteration 37Q (6812.900000 sec): 3 clusters
  Score: Raw -7501477.543772 + Penalty 5377.190141 = -7496100.353631
  nChanged 21
		SP:Iteration 38Q (6813.030000 sec): 3 clusters
  Score: Raw -7501489.525678 + Penalty 5377.190141 = -7496112.335537
  nChanged 25
		SP:Iteration 39Q (6813.160000 sec): 3 clusters
  Score: Raw -7501503.701750 + Penalty 5377.190141 = -7496126.511609
  nChanged 19
		SP:Iteration 40F (6813.340000 sec): 3 clusters
  Score: Raw -7501510.863273 + Penalty 5377.190141 = -7496133.673132
  nChanged 10
		SP:Iteration 41Q (6813.480000 sec): 3 clusters
  Score: Raw -7501514.875132 + Penalty 5377.190141 = -7496137.684991
  nChanged 7
		SP:Iteration 42Q (6813.610000 sec): 3 clusters
  Score: Raw -7501517.255960 + Penalty 5377.190141 = -7496140.065819
  nChanged 8
		SP:Iteration 43Q (6813.740000 sec): 3 clusters
  Score: Raw -7501520.574535 + Penalty 5377.190141 = -7496143.384394
  nChanged 5
		SP:Iteration 44Q (6813.880000 sec): 3 clusters
  Score: Raw -7501523.203168 + Penalty 5377.190141 = -7496146.013027
  nChanged 6
		SP:Iteration 45Q (6814.010000 sec): 3 clusters
  Score: Raw -7501526.304659 + Penalty 5377.190141 = -7496149.114518
  nChanged 7
		SP:Iteration 46Q (6814.140000 sec): 3 clusters
  Score: Raw -7501529.618687 + Penalty 5377.190141 = -7496152.428546
  nChanged 6
		SP:Iteration 47Q (6814.280000 sec): 3 clusters
  Score: Raw -7501531.958808 + Penalty 5377.190141 = -7496154.768667
  nChanged 3
		SP:Iteration 48Q (6814.420000 sec): 3 clusters
  Score: Raw -7501532.974936 + Penalty 5377.190141 = -7496155.784795
  nChanged 4
		SP:Iteration 49Q (6814.550000 sec): 3 clusters
  Score: Raw -7501534.570816 + Penalty 5377.190141 = -7496157.380675
  nChanged 1
		SP:Iteration 50Q (6814.680000 sec): 3 clusters
  Score: Raw -7501535.051844 + Penalty 5377.190141 = -7496157.861703
  nChanged 1
		SP:Iteration 51Q (6814.810000 sec): 3 clusters
  Score: Raw -7501535.417703 + Penalty 5377.190141 = -7496158.227562
  nChanged 0
		SP:Iteration 52F (6815.000000 sec): 3 clusters
  Score: Raw -7501535.417703 + Penalty 5377.190141 = -7496158.227562
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6815.020000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6815.020000 sec): 3 clusters
  Score: Raw -76072.231751 + Penalty 3043.240186 = -73028.991565
  nChanged 119
		SP:Iteration 1F (6815.020000 sec): 3 clusters
  Score: Raw -76373.076442 + Penalty 3043.240186 = -73329.836256
  nChanged 52
		SP:Iteration 2F (6815.020000 sec): 3 clusters
  Score: Raw -76585.340447 + Penalty 3043.240186 = -73542.100261
  nChanged 36
		SP:Iteration 3F (6815.030000 sec): 3 clusters
  Score: Raw -76749.220912 + Penalty 3043.240186 = -73705.980726
  nChanged 13
		SP:Iteration 4Q (6815.030000 sec): 3 clusters
  Score: Raw -76811.341347 + Penalty 3043.240186 = -73768.101161
  nChanged 2
		SP:Iteration 5Q (6815.030000 sec): 3 clusters
  Score: Raw -76822.668545 + Penalty 3043.240186 = -73779.428359
  nChanged 1
		SP:Iteration 6Q (6815.030000 sec): 3 clusters
  Score: Raw -76832.245035 + Penalty 3043.240186 = -73789.004849
  nChanged 1
		SP:Iteration 7Q (6815.030000 sec): 3 clusters
  Score: Raw -76843.302475 + Penalty 3043.240186 = -73800.062289
  nChanged 2
		SP:Iteration 8Q (6815.030000 sec): 3 clusters
  Score: Raw -76858.296595 + Penalty 3043.240186 = -73815.056409
  nChanged 1
		SP:Iteration 9Q (6815.040000 sec): 3 clusters
  Score: Raw -76862.466949 + Penalty 3043.240186 = -73819.226763
  nChanged 1
		SP:Iteration 10Q (6815.040000 sec): 3 clusters
  Score: Raw -76864.291603 + Penalty 3043.240186 = -73821.051417
  nChanged 0
		SP:Iteration 11F (6815.040000 sec): 3 clusters
  Score: Raw -76864.291603 + Penalty 3043.240186 = -73821.051417
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6815.040000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6815.040000 sec): 3 clusters
  Score: Raw -68267.426771 + Penalty 3055.958832 = -65211.467939
  nChanged 75
		SP:Iteration 1F (6815.040000 sec): 3 clusters
  Score: Raw -68403.500674 + Penalty 3055.958832 = -65347.541842
  nChanged 18
		SP:Iteration 2Q (6815.050000 sec): 3 clusters
  Score: Raw -68448.791101 + Penalty 3055.958832 = -65392.832269
  nChanged 9
		SP:Iteration 3Q (6815.050000 sec): 3 clusters
  Score: Raw -68475.541078 + Penalty 3055.958832 = -65419.582246
  nChanged 8
		SP:Iteration 4Q (6815.050000 sec): 3 clusters
  Score: Raw -68500.355932 + Penalty 3055.958832 = -65444.397101
  nChanged 4
		SP:Iteration 5Q (6815.050000 sec): 3 clusters
  Score: Raw -68509.814912 + Penalty 3055.958832 = -65453.856081
  nChanged 0
		SP:Iteration 6F (6815.060000 sec): 3 clusters
  Score: Raw -68509.814912 + Penalty 3055.958832 = -65453.856081
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (268463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6815.940000 sec): 2 clusters
  Score: Raw -39726690.479392 + Penalty 3100.116158 = -39723590.363233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6816.940000 sec): 3 clusters
  Score: Raw -39549025.115037 + Penalty 6200.232317 = -39542824.882720
  nChanged 130098
		SP:Iteration 1F (6817.930000 sec): 3 clusters
  Score: Raw -39625461.695617 + Penalty 6200.232317 = -39619261.463300
  nChanged 6062
		SP:Iteration 2Q (6818.940000 sec): 3 clusters
  Score: Raw -39626411.481323 + Penalty 6200.232317 = -39620211.249007
  nChanged 6172
		SP:Iteration 3Q (6819.940000 sec): 3 clusters
  Score: Raw -39627443.892669 + Penalty 6200.232317 = -39621243.660352
  nChanged 6395
		SP:Iteration 4Q (6820.950000 sec): 3 clusters
  Score: Raw -39628626.541433 + Penalty 6200.232317 = -39622426.309116
  nChanged 6931
		SP:Iteration 5Q (6821.960000 sec): 3 clusters
  Score: Raw -39630173.714692 + Penalty 6200.232317 = -39623973.482376
  nChanged 8154
		SP:Iteration 6Q (6822.980000 sec): 3 clusters
  Score: Raw -39632423.641772 + Penalty 6200.232317 = -39626223.409455
  nChanged 9919
		SP:Iteration 7Q (6823.980000 sec): 3 clusters
  Score: Raw -39635920.665542 + Penalty 6200.232317 = -39629720.433225
  nChanged 12294
		SP:Iteration 8Q (6824.990000 sec): 3 clusters
  Score: Raw -39641681.124938 + Penalty 6200.232317 = -39635480.892621
  nChanged 15438
		SP:Iteration 9F (6825.980000 sec): 3 clusters
  Score: Raw -39651132.614253 + Penalty 6200.232317 = -39644932.381937
  nChanged 18175
		SP:Iteration 10F (6826.980000 sec): 3 clusters
  Score: Raw -39664835.350464 + Penalty 6200.232317 = -39658635.118147
  nChanged 18204
		SP:Iteration 11F (6827.970000 sec): 3 clusters
  Score: Raw -39680133.579628 + Penalty 6200.232317 = -39673933.347311
  nChanged 15266
		SP:Iteration 12F (6828.960000 sec): 3 clusters
  Score: Raw -39692907.627129 + Penalty 6200.232317 = -39686707.394812
  nChanged 11367
		SP:Iteration 13Q (6829.890000 sec): 3 clusters
  Score: Raw -39702186.959598 + Penalty 6200.232317 = -39695986.727281
  nChanged 8111
		SP:Iteration 14Q (6830.770000 sec): 3 clusters
  Score: Raw -39708332.284670 + Penalty 6200.232317 = -39702132.052353
  nChanged 5875
		SP:Iteration 15Q (6831.590000 sec): 3 clusters
  Score: Raw -39712575.479277 + Penalty 6200.232317 = -39706375.246960
  nChanged 4478
		SP:Iteration 16Q (6832.380000 sec): 3 clusters
  Score: Raw -39715851.842001 + Penalty 6200.232317 = -39709651.609684
  nChanged 3517
		SP:Iteration 17Q (6833.140000 sec): 3 clusters
  Score: Raw -39718434.119285 + Penalty 6200.232317 = -39712233.886968
  nChanged 2715
		SP:Iteration 18Q (6833.890000 sec): 3 clusters
  Score: Raw -39720445.896875 + Penalty 6200.232317 = -39714245.664558
  nChanged 2116
		SP:Iteration 19Q (6834.620000 sec): 3 clusters
  Score: Raw -39722021.332588 + Penalty 6200.232317 = -39715821.100271
  nChanged 1670
		SP:Iteration 20F (6835.600000 sec): 3 clusters
  Score: Raw -39723179.834892 + Penalty 6200.232317 = -39716979.602575
  nChanged 1337
		SP:Iteration 21Q (6836.310000 sec): 3 clusters
  Score: Raw -39724050.556797 + Penalty 6200.232317 = -39717850.324480
  nChanged 1038
		SP:Iteration 22Q (6837.000000 sec): 3 clusters
  Score: Raw -39724678.972628 + Penalty 6200.232317 = -39718478.740311
  nChanged 821
		SP:Iteration 23Q (6837.700000 sec): 3 clusters
  Score: Raw -39725139.581022 + Penalty 6200.232317 = -39718939.348705
  nChanged 674
		SP:Iteration 24Q (6838.390000 sec): 3 clusters
  Score: Raw -39725472.764407 + Penalty 6200.232317 = -39719272.532090
  nChanged 545
		SP:Iteration 25Q (6839.080000 sec): 3 clusters
  Score: Raw -39725727.799939 + Penalty 6200.232317 = -39719527.567622
  nChanged 461
		SP:Iteration 26Q (6839.760000 sec): 3 clusters
  Score: Raw -39725931.209442 + Penalty 6200.232317 = -39719730.977125
  nChanged 388
		SP:Iteration 27Q (6840.450000 sec): 3 clusters
  Score: Raw -39726096.027583 + Penalty 6200.232317 = -39719895.795266
  nChanged 330
		SP:Iteration 28Q (6841.130000 sec): 3 clusters
  Score: Raw -39726235.448596 + Penalty 6200.232317 = -39720035.216279
  nChanged 298
		SP:Iteration 29Q (6841.810000 sec): 3 clusters
  Score: Raw -39726351.205856 + Penalty 6200.232317 = -39720150.973539
  nChanged 241
		SP:Iteration 30Q (6842.490000 sec): 3 clusters
  Score: Raw -39726440.236750 + Penalty 6200.232317 = -39720240.004433
  nChanged 215
		SP:Iteration 31Q (6843.180000 sec): 3 clusters
  Score: Raw -39726518.949241 + Penalty 6200.232317 = -39720318.716924
  nChanged 191
		SP:Iteration 32Q (6843.860000 sec): 3 clusters
  Score: Raw -39726594.742494 + Penalty 6200.232317 = -39720394.510177
  nChanged 168
		SP:Iteration 33Q (6844.540000 sec): 3 clusters
  Score: Raw -39726662.170975 + Penalty 6200.232317 = -39720461.938658
  nChanged 146
		SP:Iteration 34Q (6845.220000 sec): 3 clusters
  Score: Raw -39726713.767073 + Penalty 6200.232317 = -39720513.534756
  nChanged 117
		SP:Iteration 35Q (6845.900000 sec): 3 clusters
  Score: Raw -39726758.342197 + Penalty 6200.232317 = -39720558.109880
  nChanged 106
		SP:Iteration 36Q (6846.580000 sec): 3 clusters
  Score: Raw -39726791.484706 + Penalty 6200.232317 = -39720591.252389
  nChanged 96
		SP:Iteration 37Q (6847.250000 sec): 3 clusters
  Score: Raw -39726820.860802 + Penalty 6200.232317 = -39720620.628485
  nChanged 84
		SP:Iteration 38Q (6847.930000 sec): 3 clusters
  Score: Raw -39726847.220063 + Penalty 6200.232317 = -39720646.987746
  nChanged 74
		SP:Iteration 39Q (6848.610000 sec): 3 clusters
  Score: Raw -39726868.913640 + Penalty 6200.232317 = -39720668.681323
  nChanged 55
		SP:Iteration 40F (6849.590000 sec): 3 clusters
  Score: Raw -39726888.174547 + Penalty 6200.232317 = -39720687.942231
  nChanged 65
		SP:Iteration 41Q (6850.270000 sec): 3 clusters
  Score: Raw -39726910.136509 + Penalty 6200.232317 = -39720709.904192
  nChanged 60
		SP:Iteration 42Q (6850.950000 sec): 3 clusters
  Score: Raw -39726928.918025 + Penalty 6200.232317 = -39720728.685708
  nChanged 43
		SP:Iteration 43Q (6851.620000 sec): 3 clusters
  Score: Raw -39726942.922477 + Penalty 6200.232317 = -39720742.690160
  nChanged 32
		SP:Iteration 44Q (6852.300000 sec): 3 clusters
  Score: Raw -39726954.529413 + Penalty 6200.232317 = -39720754.297096
  nChanged 34
		SP:Iteration 45Q (6852.980000 sec): 3 clusters
  Score: Raw -39726965.246370 + Penalty 6200.232317 = -39720765.014053
  nChanged 26
		SP:Iteration 46Q (6853.650000 sec): 3 clusters
  Score: Raw -39726973.724734 + Penalty 6200.232317 = -39720773.492417
  nChanged 22
		SP:Iteration 47Q (6854.330000 sec): 3 clusters
  Score: Raw -39726980.352732 + Penalty 6200.232317 = -39720780.120416
  nChanged 24
		SP:Iteration 48Q (6855.010000 sec): 3 clusters
  Score: Raw -39726989.020631 + Penalty 6200.232317 = -39720788.788315
  nChanged 22
		SP:Iteration 49Q (6855.680000 sec): 3 clusters
  Score: Raw -39726997.467900 + Penalty 6200.232317 = -39720797.235583
  nChanged 27
		SP:Iteration 50Q (6856.360000 sec): 3 clusters
  Score: Raw -39727008.022483 + Penalty 6200.232317 = -39720807.790167
  nChanged 27
		SP:Iteration 51Q (6857.030000 sec): 3 clusters
  Score: Raw -39727017.333641 + Penalty 6200.232317 = -39720817.101324
  nChanged 29
		SP:Iteration 52Q (6857.710000 sec): 3 clusters
  Score: Raw -39727027.675303 + Penalty 6200.232317 = -39720827.442986
  nChanged 28
		SP:Iteration 53Q (6858.380000 sec): 3 clusters
  Score: Raw -39727036.783221 + Penalty 6200.232317 = -39720836.550905
  nChanged 31
		SP:Iteration 54Q (6859.060000 sec): 3 clusters
  Score: Raw -39727047.196782 + Penalty 6200.232317 = -39720846.964465
  nChanged 17
		SP:Iteration 55Q (6859.730000 sec): 3 clusters
  Score: Raw -39727054.453565 + Penalty 6200.232317 = -39720854.221249
  nChanged 19
		SP:Iteration 56Q (6860.400000 sec): 3 clusters
  Score: Raw -39727062.490011 + Penalty 6200.232317 = -39720862.257694
  nChanged 22
		SP:Iteration 57Q (6861.080000 sec): 3 clusters
  Score: Raw -39727070.858122 + Penalty 6200.232317 = -39720870.625805
  nChanged 25
		SP:Iteration 58Q (6861.760000 sec): 3 clusters
  Score: Raw -39727080.824281 + Penalty 6200.232317 = -39720880.591964
  nChanged 21
		SP:Iteration 59Q (6862.440000 sec): 3 clusters
  Score: Raw -39727086.656731 + Penalty 6200.232317 = -39720886.424414
  nChanged 14
		SP:Iteration 60F (6863.400000 sec): 3 clusters
  Score: Raw -39727090.561587 + Penalty 6200.232317 = -39720890.329271
  nChanged 8
		SP:Iteration 61Q (6864.080000 sec): 3 clusters
  Score: Raw -39727092.921351 + Penalty 6200.232317 = -39720892.689034
  nChanged 8
		SP:Iteration 62Q (6864.760000 sec): 3 clusters
  Score: Raw -39727095.364651 + Penalty 6200.232317 = -39720895.132334
  nChanged 6
		SP:Iteration 63Q (6865.440000 sec): 3 clusters
  Score: Raw -39727097.216116 + Penalty 6200.232317 = -39720896.983799
  nChanged 5
		SP:Iteration 64Q (6866.110000 sec): 3 clusters
  Score: Raw -39727098.935540 + Penalty 6200.232317 = -39720898.703223
  nChanged 4
		SP:Iteration 65Q (6866.790000 sec): 3 clusters
  Score: Raw -39727099.881151 + Penalty 6200.232317 = -39720899.648834
  nChanged 3
		SP:Iteration 66Q (6867.460000 sec): 3 clusters
  Score: Raw -39727100.782555 + Penalty 6200.232317 = -39720900.550238
  nChanged 7
		SP:Iteration 67Q (6868.140000 sec): 3 clusters
  Score: Raw -39727103.603011 + Penalty 6200.232317 = -39720903.370694
  nChanged 11
		SP:Iteration 68Q (6868.810000 sec): 3 clusters
  Score: Raw -39727106.515259 + Penalty 6200.232317 = -39720906.282942
  nChanged 7
		SP:Iteration 69Q (6869.480000 sec): 3 clusters
  Score: Raw -39727108.146641 + Penalty 6200.232317 = -39720907.914324
  nChanged 4
		SP:Iteration 70Q (6870.160000 sec): 3 clusters
  Score: Raw -39727109.295277 + Penalty 6200.232317 = -39720909.062960
  nChanged 5
		SP:Iteration 71Q (6870.830000 sec): 3 clusters
  Score: Raw -39727110.686940 + Penalty 6200.232317 = -39720910.454623
  nChanged 1
		SP:Iteration 72Q (6871.510000 sec): 3 clusters
  Score: Raw -39727111.032000 + Penalty 6200.232317 = -39720910.799684
  nChanged 2
		SP:Iteration 73Q (6872.180000 sec): 3 clusters
  Score: Raw -39727111.339707 + Penalty 6200.232317 = -39720911.107391
  nChanged 1
		SP:Iteration 74Q (6872.860000 sec): 3 clusters
  Score: Raw -39727111.633878 + Penalty 6200.232317 = -39720911.401561
  nChanged 2
		SP:Iteration 75Q (6873.540000 sec): 3 clusters
  Score: Raw -39727112.184277 + Penalty 6200.232317 = -39720911.951960
  nChanged 1
		SP:Iteration 76Q (6874.210000 sec): 3 clusters
  Score: Raw -39727112.415224 + Penalty 6200.232317 = -39720912.182907
  nChanged 0
		SP:Iteration 77F (6875.180000 sec): 3 clusters
  Score: Raw -39727112.415224 + Penalty 6200.232317 = -39720912.182907
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33593 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6875.360000 sec): 2 clusters
  Score: Raw -5134675.926099 + Penalty 2584.674102 = -5132091.251997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6875.490000 sec): 3 clusters
  Score: Raw -5114275.923154 + Penalty 5169.348203 = -5109106.574951
  nChanged 15213
		SP:Iteration 1F (6875.610000 sec): 3 clusters
  Score: Raw -5122587.637729 + Penalty 5169.348203 = -5117418.289526
  nChanged 1432
		SP:Iteration 2Q (6875.740000 sec): 3 clusters
  Score: Raw -5122958.181175 + Penalty 5169.348203 = -5117788.832972
  nChanged 1171
		SP:Iteration 3Q (6875.860000 sec): 3 clusters
  Score: Raw -5123249.098348 + Penalty 5169.348203 = -5118079.750144
  nChanged 1051
		SP:Iteration 4Q (6875.990000 sec): 3 clusters
  Score: Raw -5123508.951716 + Penalty 5169.348203 = -5118339.603512
  nChanged 949
		SP:Iteration 5Q (6876.110000 sec): 3 clusters
  Score: Raw -5123731.237329 + Penalty 5169.348203 = -5118561.889126
  nChanged 902
		SP:Iteration 6Q (6876.240000 sec): 3 clusters
  Score: Raw -5123961.399640 + Penalty 5169.348203 = -5118792.051437
  nChanged 914
		SP:Iteration 7Q (6876.360000 sec): 3 clusters
  Score: Raw -5124232.827802 + Penalty 5169.348203 = -5119063.479598
  nChanged 1017
		SP:Iteration 8Q (6876.490000 sec): 3 clusters
  Score: Raw -5124599.488674 + Penalty 5169.348203 = -5119430.140471
  nChanged 1281
		SP:Iteration 9Q (6876.620000 sec): 3 clusters
  Score: Raw -5125193.094130 + Penalty 5169.348203 = -5120023.745927
  nChanged 1705
		SP:Iteration 10F (6876.740000 sec): 3 clusters
  Score: Raw -5126194.567570 + Penalty 5169.348203 = -5121025.219367
  nChanged 2107
		SP:Iteration 11F (6876.860000 sec): 3 clusters
  Score: Raw -5127688.384783 + Penalty 5169.348203 = -5122519.036580
  nChanged 2340
		SP:Iteration 12F (6876.980000 sec): 3 clusters
  Score: Raw -5129631.991283 + Penalty 5169.348203 = -5124462.643079
  nChanged 2225
		SP:Iteration 13F (6877.110000 sec): 3 clusters
  Score: Raw -5131671.924756 + Penalty 5169.348203 = -5126502.576553
  nChanged 1681
		SP:Iteration 14F (6877.230000 sec): 3 clusters
  Score: Raw -5133250.598599 + Penalty 5169.348203 = -5128081.250396
  nChanged 946
		SP:Iteration 15Q (6877.340000 sec): 3 clusters
  Score: Raw -5134125.144670 + Penalty 5169.348203 = -5128955.796467
  nChanged 425
		SP:Iteration 16Q (6877.440000 sec): 3 clusters
  Score: Raw -5134547.051837 + Penalty 5169.348203 = -5129377.703633
  nChanged 186
		SP:Iteration 17Q (6877.530000 sec): 3 clusters
  Score: Raw -5134754.921113 + Penalty 5169.348203 = -5129585.572909
  nChanged 78
		SP:Iteration 18Q (6877.620000 sec): 3 clusters
  Score: Raw -5134851.683863 + Penalty 5169.348203 = -5129682.335659
  nChanged 32
		SP:Iteration 19Q (6877.710000 sec): 3 clusters
  Score: Raw -5134896.565248 + Penalty 5169.348203 = -5129727.217044
  nChanged 24
		SP:Iteration 20F (6877.840000 sec): 3 clusters
  Score: Raw -5134929.831527 + Penalty 5169.348203 = -5129760.483324
  nChanged 14
		SP:Iteration 21Q (6877.920000 sec): 3 clusters
  Score: Raw -5134945.625739 + Penalty 5169.348203 = -5129776.277535
  nChanged 9
		SP:Iteration 22Q (6878.010000 sec): 3 clusters
  Score: Raw -5134952.303754 + Penalty 5169.348203 = -5129782.955551
  nChanged 3
		SP:Iteration 23Q (6878.090000 sec): 3 clusters
  Score: Raw -5134955.328292 + Penalty 5169.348203 = -5129785.980088
  nChanged 4
		SP:Iteration 24Q (6878.180000 sec): 3 clusters
  Score: Raw -5134962.215748 + Penalty 5169.348203 = -5129792.867544
  nChanged 4
		SP:Iteration 25Q (6878.270000 sec): 3 clusters
  Score: Raw -5134966.353717 + Penalty 5169.348203 = -5129797.005514
  nChanged 1
		SP:Iteration 26Q (6878.350000 sec): 3 clusters
  Score: Raw -5134967.104225 + Penalty 5169.348203 = -5129797.756022
  nChanged 1
		SP:Iteration 27Q (6878.440000 sec): 3 clusters
  Score: Raw -5134967.438407 + Penalty 5169.348203 = -5129798.090204
  nChanged 1
		SP:Iteration 28Q (6878.520000 sec): 3 clusters
  Score: Raw -5134968.642181 + Penalty 5169.348203 = -5129799.293978
  nChanged 0
		SP:Iteration 29F (6878.640000 sec): 3 clusters
  Score: Raw -5134968.642181 + Penalty 5169.348203 = -5129799.293978
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.660000 sec): 2 clusters
  Score: Raw -140086.188840 + Penalty 1729.902654 = -138356.286186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.670000 sec): 3 clusters
  Score: Raw -139857.936079 + Penalty 3459.805308 = -136398.130771
  nChanged 289
		SP:Iteration 1F (6878.670000 sec): 3 clusters
  Score: Raw -140232.342868 + Penalty 3459.805308 = -136772.537560
  nChanged 92
		SP:Iteration 2F (6878.670000 sec): 3 clusters
  Score: Raw -140384.440822 + Penalty 3459.805308 = -136924.635514
  nChanged 48
		SP:Iteration 3Q (6878.680000 sec): 3 clusters
  Score: Raw -140463.877656 + Penalty 3459.805308 = -137004.072348
  nChanged 31
		SP:Iteration 4Q (6878.680000 sec): 3 clusters
  Score: Raw -140509.150425 + Penalty 3459.805308 = -137049.345117
  nChanged 21
		SP:Iteration 5Q (6878.690000 sec): 3 clusters
  Score: Raw -140544.001862 + Penalty 3459.805308 = -137084.196554
  nChanged 14
		SP:Iteration 6Q (6878.690000 sec): 3 clusters
  Score: Raw -140563.324675 + Penalty 3459.805308 = -137103.519367
  nChanged 10
		SP:Iteration 7Q (6878.690000 sec): 3 clusters
  Score: Raw -140577.138806 + Penalty 3459.805308 = -137117.333498
  nChanged 7
		SP:Iteration 8Q (6878.690000 sec): 3 clusters
  Score: Raw -140586.105142 + Penalty 3459.805308 = -137126.299834
  nChanged 6
		SP:Iteration 9Q (6878.700000 sec): 3 clusters
  Score: Raw -140595.542036 + Penalty 3459.805308 = -137135.736728
  nChanged 5
		SP:Iteration 10Q (6878.700000 sec): 3 clusters
  Score: Raw -140598.912696 + Penalty 3459.805308 = -137139.107388
  nChanged 4
		SP:Iteration 11Q (6878.710000 sec): 3 clusters
  Score: Raw -140603.059799 + Penalty 3459.805308 = -137143.254491
  nChanged 6
		SP:Iteration 12Q (6878.710000 sec): 3 clusters
  Score: Raw -140610.342711 + Penalty 3459.805308 = -137150.537403
  nChanged 4
		SP:Iteration 13Q (6878.710000 sec): 3 clusters
  Score: Raw -140614.556024 + Penalty 3459.805308 = -137154.750716
  nChanged 7
		SP:Iteration 14Q (6878.720000 sec): 3 clusters
  Score: Raw -140625.190343 + Penalty 3459.805308 = -137165.385035
  nChanged 2
		SP:Iteration 15Q (6878.720000 sec): 3 clusters
  Score: Raw -140627.313485 + Penalty 3459.805308 = -137167.508177
  nChanged 3
		SP:Iteration 16Q (6878.720000 sec): 3 clusters
  Score: Raw -140631.621102 + Penalty 3459.805308 = -137171.815794
  nChanged 2
		SP:Iteration 17Q (6878.730000 sec): 3 clusters
  Score: Raw -140633.083989 + Penalty 3459.805308 = -137173.278681
  nChanged 2
		SP:Iteration 18Q (6878.730000 sec): 3 clusters
  Score: Raw -140635.051131 + Penalty 3459.805308 = -137175.245823
  nChanged 0
		SP:Iteration 19F (6878.730000 sec): 3 clusters
  Score: Raw -140635.051131 + Penalty 3459.805308 = -137175.245823
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.740000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.740000 sec): 3 clusters
  Score: Raw -31491.523477 + Penalty 2705.839273 = -28785.684203
  nChanged 20
		SP:Iteration 1F (6878.740000 sec): 3 clusters
  Score: Raw -31557.211570 + Penalty 2705.839273 = -28851.372297
  nChanged 7
		SP:Iteration 2Q (6878.740000 sec): 3 clusters
  Score: Raw -31583.857331 + Penalty 2705.839273 = -28878.018058
  nChanged 2
		SP:Iteration 3Q (6878.740000 sec): 3 clusters
  Score: Raw -31596.829487 + Penalty 2705.839273 = -28890.990214
  nChanged 5
		SP:Iteration 4Q (6878.740000 sec): 3 clusters
  Score: Raw -31619.286093 + Penalty 2705.839273 = -28913.446819
  nChanged 2
		SP:Iteration 5Q (6878.740000 sec): 3 clusters
  Score: Raw -31622.722493 + Penalty 2705.839273 = -28916.883220
  nChanged 1
		SP:Iteration 6Q (6878.740000 sec): 3 clusters
  Score: Raw -31624.536182 + Penalty 2705.839273 = -28918.696909
  nChanged 0
		SP:Iteration 7F (6878.750000 sec): 3 clusters
  Score: Raw -31624.536182 + Penalty 2705.839273 = -28918.696909
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.750000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.750000 sec): 3 clusters
  Score: Raw -77788.005225 + Penalty 3172.049753 = -74615.955473
  nChanged 131
		SP:Iteration 1F (6878.750000 sec): 3 clusters
  Score: Raw -78095.354263 + Penalty 3172.049753 = -74923.304510
  nChanged 45
		SP:Iteration 2F (6878.750000 sec): 3 clusters
  Score: Raw -78294.382223 + Penalty 3172.049753 = -75122.332471
  nChanged 44
		SP:Iteration 3F (6878.760000 sec): 3 clusters
  Score: Raw -78467.190552 + Penalty 3172.049753 = -75295.140799
  nChanged 38
		SP:Iteration 4F (6878.760000 sec): 3 clusters
  Score: Raw -78591.758113 + Penalty 3172.049753 = -75419.708361
  nChanged 28
		SP:Iteration 5Q (6878.760000 sec): 3 clusters
  Score: Raw -78705.647677 + Penalty 3172.049753 = -75533.597924
  nChanged 17
		SP:Iteration 6Q (6878.770000 sec): 3 clusters
  Score: Raw -78771.302112 + Penalty 3172.049753 = -75599.252359
  nChanged 11
		SP:Iteration 7Q (6878.770000 sec): 3 clusters
  Score: Raw -78793.238263 + Penalty 3172.049753 = -75621.188510
  nChanged 7
		SP:Iteration 8Q (6878.770000 sec): 3 clusters
  Score: Raw -78811.581183 + Penalty 3172.049753 = -75639.531431
  nChanged 2
		SP:Iteration 9Q (6878.770000 sec): 3 clusters
  Score: Raw -78814.922912 + Penalty 3172.049753 = -75642.873159
  nChanged 4
		SP:Iteration 10Q (6878.770000 sec): 3 clusters
  Score: Raw -78824.668673 + Penalty 3172.049753 = -75652.618920
  nChanged 2
		SP:Iteration 11Q (6878.770000 sec): 3 clusters
  Score: Raw -78829.261739 + Penalty 3172.049753 = -75657.211987
  nChanged 0
		SP:Iteration 12F (6878.770000 sec): 3 clusters
  Score: Raw -78829.261739 + Penalty 3172.049753 = -75657.211987
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.780000 sec): 2 clusters
  Score: Raw -23358.389553 + Penalty 1347.563057 = -22010.826496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.780000 sec): 3 clusters
  Score: Raw -23707.818228 + Penalty 2695.126114 = -21012.692114
  nChanged 35
		SP:Iteration 1F (6878.780000 sec): 3 clusters
  Score: Raw -24170.791126 + Penalty 2695.126114 = -21475.665013
  nChanged 15
		SP:Iteration 2F (6878.780000 sec): 3 clusters
  Score: Raw -24253.421419 + Penalty 2695.126114 = -21558.295305
  nChanged 12
		SP:Iteration 3F (6878.780000 sec): 3 clusters
  Score: Raw -24333.106725 + Penalty 2695.126114 = -21637.980611
  nChanged 9
		SP:Iteration 4Q (6878.780000 sec): 3 clusters
  Score: Raw -24417.047194 + Penalty 2695.126114 = -21721.921080
  nChanged 7
		SP:Iteration 5Q (6878.790000 sec): 3 clusters
  Score: Raw -24530.907989 + Penalty 2695.126114 = -21835.781875
  nChanged 2
		SP:Iteration 6Q (6878.790000 sec): 3 clusters
  Score: Raw -24545.052649 + Penalty 2695.126114 = -21849.926535
  nChanged 0
		SP:Iteration 7F (6878.790000 sec): 3 clusters
  Score: Raw -24545.052649 + Penalty 2695.126114 = -21849.926535
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.790000 sec): 2 clusters
  Score: Raw -33429.954582 + Penalty 1392.055770 = -32037.898812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.790000 sec): 3 clusters
  Score: Raw -33611.620282 + Penalty 2784.111541 = -30827.508742
  nChanged 31
		SP:Iteration 1F (6878.790000 sec): 3 clusters
  Score: Raw -33759.801614 + Penalty 2784.111541 = -30975.690073
  nChanged 8
		SP:Iteration 2Q (6878.790000 sec): 3 clusters
  Score: Raw -33790.861581 + Penalty 2784.111541 = -31006.750040
  nChanged 4
		SP:Iteration 3Q (6878.790000 sec): 3 clusters
  Score: Raw -33813.455786 + Penalty 2784.111541 = -31029.344245
  nChanged 2
		SP:Iteration 4Q (6878.790000 sec): 3 clusters
  Score: Raw -33822.878202 + Penalty 2784.111541 = -31038.766662
  nChanged 1
		SP:Iteration 5Q (6878.790000 sec): 3 clusters
  Score: Raw -33828.573962 + Penalty 2784.111541 = -31044.462421
  nChanged 2
		SP:Iteration 6Q (6878.800000 sec): 3 clusters
  Score: Raw -33844.768733 + Penalty 2784.111541 = -31060.657192
  nChanged 1
		SP:Iteration 7Q (6878.800000 sec): 3 clusters
  Score: Raw -33849.454088 + Penalty 2784.111541 = -31065.342547
  nChanged 1
		SP:Iteration 8Q (6878.800000 sec): 3 clusters
  Score: Raw -33850.845425 + Penalty 2784.111541 = -31066.733884
  nChanged 1
		SP:Iteration 9Q (6878.800000 sec): 3 clusters
  Score: Raw -33852.833021 + Penalty 2784.111541 = -31068.721480
  nChanged 0
		SP:Iteration 10F (6878.800000 sec): 3 clusters
  Score: Raw -33852.833021 + Penalty 2784.111541 = -31068.721480
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.800000 sec): 2 clusters
  Score: Raw -29409.107282 + Penalty 1334.214544 = -28074.892739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.810000 sec): 3 clusters
  Score: Raw -29557.072228 + Penalty 2668.429087 = -26888.643140
  nChanged 26
		SP:Iteration 1F (6878.810000 sec): 3 clusters
  Score: Raw -29672.043033 + Penalty 2668.429087 = -27003.613946
  nChanged 6
		SP:Iteration 2Q (6878.810000 sec): 3 clusters
  Score: Raw -29706.821546 + Penalty 2668.429087 = -27038.392459
  nChanged 4
		SP:Iteration 3Q (6878.810000 sec): 3 clusters
  Score: Raw -29724.647249 + Penalty 2668.429087 = -27056.218162
  nChanged 0
		SP:Iteration 4F (6878.810000 sec): 3 clusters
  Score: Raw -29724.647249 + Penalty 2668.429087 = -27056.218162
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.810000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.810000 sec): 3 clusters
  Score: Raw -55124.107236 + Penalty 2975.472535 = -52148.634701
  nChanged 48
		SP:Iteration 1F (6878.810000 sec): 3 clusters
  Score: Raw -55278.037443 + Penalty 2975.472535 = -52302.564908
  nChanged 22
		SP:Iteration 2F (6878.810000 sec): 3 clusters
  Score: Raw -55350.282821 + Penalty 2975.472535 = -52374.810287
  nChanged 9
		SP:Iteration 3Q (6878.820000 sec): 3 clusters
  Score: Raw -55380.514574 + Penalty 2975.472535 = -52405.042039
  nChanged 3
		SP:Iteration 4Q (6878.820000 sec): 3 clusters
  Score: Raw -55390.687462 + Penalty 2975.472535 = -52415.214927
  nChanged 2
		SP:Iteration 5Q (6878.820000 sec): 3 clusters
  Score: Raw -55392.581236 + Penalty 2975.472535 = -52417.108702
  nChanged 2
		SP:Iteration 6Q (6878.820000 sec): 3 clusters
  Score: Raw -55394.949703 + Penalty 2975.472535 = -52419.477168
  nChanged 1
		SP:Iteration 7Q (6878.820000 sec): 3 clusters
  Score: Raw -55396.483738 + Penalty 2975.472535 = -52421.011203
  nChanged 0
		SP:Iteration 8F (6878.830000 sec): 3 clusters
  Score: Raw -55396.483738 + Penalty 2975.472535 = -52421.011203
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.830000 sec): 2 clusters
  Score: Raw -15668.246963 + Penalty 1297.314937 = -14370.932026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.830000 sec): 3 clusters
  Score: Raw -16105.287801 + Penalty 2594.629874 = -13510.657927
  nChanged 38
		SP:Iteration 1F (6878.830000 sec): 3 clusters
  Score: Raw -16363.269419 + Penalty 2594.629874 = -13768.639545
  nChanged 8
		SP:Iteration 2Q (6878.830000 sec): 3 clusters
  Score: Raw -16429.290905 + Penalty 2594.629874 = -13834.661032
  nChanged 4
		SP:Iteration 3Q (6878.830000 sec): 3 clusters
  Score: Raw -16462.951123 + Penalty 2594.629874 = -13868.321249
  nChanged 2
		SP:Iteration 4Q (6878.830000 sec): 3 clusters
  Score: Raw -16472.849595 + Penalty 2594.629874 = -13878.219721
  nChanged 2
		SP:Iteration 5Q (6878.830000 sec): 3 clusters
  Score: Raw -16479.131685 + Penalty 2594.629874 = -13884.501811
  nChanged 0
		SP:Iteration 6F (6878.830000 sec): 3 clusters
  Score: Raw -16479.131685 + Penalty 2594.629874 = -13884.501811
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.830000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.840000 sec): 3 clusters
  Score: Raw -29582.283201 + Penalty 2686.385799 = -26895.897402
  nChanged 16
		SP:Iteration 1F (6878.840000 sec): 3 clusters
  Score: Raw -29650.240106 + Penalty 2686.385799 = -26963.854307
  nChanged 7
		SP:Iteration 2Q (6878.840000 sec): 3 clusters
  Score: Raw -29685.218771 + Penalty 2686.385799 = -26998.832971
  nChanged 4
		SP:Iteration 3Q (6878.840000 sec): 3 clusters
  Score: Raw -29701.682175 + Penalty 2686.385799 = -27015.296375
  nChanged 2
		SP:Iteration 4Q (6878.840000 sec): 3 clusters
  Score: Raw -29710.982802 + Penalty 2686.385799 = -27024.597003
  nChanged 1
		SP:Iteration 5Q (6878.840000 sec): 3 clusters
  Score: Raw -29715.546681 + Penalty 2686.385799 = -27029.160882
  nChanged 1
		SP:Iteration 6Q (6878.840000 sec): 3 clusters
  Score: Raw -29721.317445 + Penalty 2686.385799 = -27034.931645
  nChanged 3
		SP:Iteration 7Q (6878.840000 sec): 3 clusters
  Score: Raw -29750.545350 + Penalty 2686.385799 = -27064.159551
  nChanged 2
		SP:Iteration 8Q (6878.840000 sec): 3 clusters
  Score: Raw -29800.881745 + Penalty 2686.385799 = -27114.495945
  nChanged 3
		SP:Iteration 9Q (6878.840000 sec): 3 clusters
  Score: Raw -29880.506269 + Penalty 2686.385799 = -27194.120469
  nChanged 3
		SP:Iteration 10Q (6878.850000 sec): 3 clusters
  Score: Raw -29891.463437 + Penalty 2686.385799 = -27205.077637
  nChanged 1
		SP:Iteration 11Q (6878.850000 sec): 3 clusters
  Score: Raw -29896.489125 + Penalty 2686.385799 = -27210.103325
  nChanged 0
		SP:Iteration 12F (6878.850000 sec): 3 clusters
  Score: Raw -29896.489125 + Penalty 2686.385799 = -27210.103325
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (340 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.850000 sec): 2 clusters
  Score: Raw -45830.392090 + Penalty 1445.578513 = -44384.813577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.850000 sec): 3 clusters
  Score: Raw -45981.500172 + Penalty 2891.157026 = -43090.343145
  nChanged 58
		SP:Iteration 1F (6878.850000 sec): 3 clusters
  Score: Raw -46148.597039 + Penalty 2891.157026 = -43257.440013
  nChanged 19
		SP:Iteration 2F (6878.850000 sec): 3 clusters
  Score: Raw -46216.760215 + Penalty 2891.157026 = -43325.603189
  nChanged 9
		SP:Iteration 3Q (6878.850000 sec): 3 clusters
  Score: Raw -46251.162957 + Penalty 2891.157026 = -43360.005931
  nChanged 9
		SP:Iteration 4Q (6878.850000 sec): 3 clusters
  Score: Raw -46281.731856 + Penalty 2891.157026 = -43390.574830
  nChanged 3
		SP:Iteration 5Q (6878.860000 sec): 3 clusters
  Score: Raw -46290.448335 + Penalty 2891.157026 = -43399.291309
  nChanged 0
		SP:Iteration 6F (6878.860000 sec): 3 clusters
  Score: Raw -46290.448335 + Penalty 2891.157026 = -43399.291309
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.860000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.860000 sec): 3 clusters
  Score: Raw -55269.599637 + Penalty 3005.325105 = -52264.274532
  nChanged 80
		SP:Iteration 1F (6878.870000 sec): 3 clusters
  Score: Raw -55459.287361 + Penalty 3005.325105 = -52453.962256
  nChanged 20
		SP:Iteration 2Q (6878.870000 sec): 3 clusters
  Score: Raw -55507.428886 + Penalty 3005.325105 = -52502.103781
  nChanged 5
		SP:Iteration 3Q (6878.870000 sec): 3 clusters
  Score: Raw -55519.514223 + Penalty 3005.325105 = -52514.189118
  nChanged 0
		SP:Iteration 4F (6878.870000 sec): 3 clusters
  Score: Raw -55519.514223 + Penalty 3005.325105 = -52514.189118
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 38 (221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.870000 sec): 2 clusters
  Score: Raw -26010.390594 + Penalty 1338.744350 = -24671.646244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.870000 sec): 3 clusters
  Score: Raw -26576.981537 + Penalty 2677.488700 = -23899.492837
  nChanged 49
		SP:Iteration 1F (6878.870000 sec): 3 clusters
  Score: Raw -27075.006120 + Penalty 2677.488700 = -24397.517420
  nChanged 22
		SP:Iteration 2F (6878.880000 sec): 3 clusters
  Score: Raw -27334.015069 + Penalty 2677.488700 = -24656.526369
  nChanged 4
		SP:Iteration 3Q (6878.880000 sec): 3 clusters
  Score: Raw -27422.391646 + Penalty 2677.488700 = -24744.902946
  nChanged 1
		SP:Iteration 4Q (6878.880000 sec): 3 clusters
  Score: Raw -27474.309489 + Penalty 2677.488700 = -24796.820789
  nChanged 0
		SP:Iteration 5F (6878.880000 sec): 3 clusters
  Score: Raw -27474.309489 + Penalty 2677.488700 = -24796.820789
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 39.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.890000 sec): 2 clusters
  Score: Raw -68776.888008 + Penalty 1547.588410 = -67229.299598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.890000 sec): 3 clusters
  Score: Raw -68815.567442 + Penalty 3095.176819 = -65720.390622
  nChanged 94
		SP:Iteration 1F (6878.890000 sec): 3 clusters
  Score: Raw -69014.725352 + Penalty 3095.176819 = -65919.548533
  nChanged 28
		SP:Iteration 2F (6878.890000 sec): 3 clusters
  Score: Raw -69072.777916 + Penalty 3095.176819 = -65977.601096
  nChanged 9
		SP:Iteration 3Q (6878.890000 sec): 3 clusters
  Score: Raw -69122.073334 + Penalty 3095.176819 = -66026.896515
  nChanged 6
		SP:Iteration 4Q (6878.890000 sec): 3 clusters
  Score: Raw -69151.739974 + Penalty 3095.176819 = -66056.563155
  nChanged 11
		SP:Iteration 5Q (6878.900000 sec): 3 clusters
  Score: Raw -69175.315989 + Penalty 3095.176819 = -66080.139170
  nChanged 6
		SP:Iteration 6Q (6878.900000 sec): 3 clusters
  Score: Raw -69190.877394 + Penalty 3095.176819 = -66095.700575
  nChanged 6
		SP:Iteration 7Q (6878.900000 sec): 3 clusters
  Score: Raw -69207.911336 + Penalty 3095.176819 = -66112.734516
  nChanged 6
		SP:Iteration 8Q (6878.900000 sec): 3 clusters
  Score: Raw -69220.254433 + Penalty 3095.176819 = -66125.077614
  nChanged 3
		SP:Iteration 9Q (6878.900000 sec): 3 clusters
  Score: Raw -69223.813899 + Penalty 3095.176819 = -66128.637080
  nChanged 1
		SP:Iteration 10Q (6878.910000 sec): 3 clusters
  Score: Raw -69225.507556 + Penalty 3095.176819 = -66130.330737
  nChanged 2
		SP:Iteration 11Q (6878.910000 sec): 3 clusters
  Score: Raw -69229.621041 + Penalty 3095.176819 = -66134.444222
  nChanged 2
		SP:Iteration 12Q (6878.910000 sec): 3 clusters
  Score: Raw -69233.711908 + Penalty 3095.176819 = -66138.535088
  nChanged 1
		SP:Iteration 13Q (6878.910000 sec): 3 clusters
  Score: Raw -69235.138960 + Penalty 3095.176819 = -66139.962141
  nChanged 0
		SP:Iteration 14F (6878.910000 sec): 3 clusters
  Score: Raw -69235.138960 + Penalty 3095.176819 = -66139.962141
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.910000 sec): 2 clusters
  Score: Raw -8501.333831 + Penalty 1165.719131 = -7335.614700
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.910000 sec): 3 clusters
  Score: Raw -8965.572607 + Penalty 2331.438261 = -6634.134345
  nChanged 17
		SP:Iteration 1F (6878.910000 sec): 3 clusters
  Score: Raw -9176.263213 + Penalty 2331.438261 = -6844.824952
  nChanged 2
		SP:Iteration 2Q (6878.920000 sec): 3 clusters
  Score: Raw -9183.971930 + Penalty 2331.438261 = -6852.533668
  nChanged 1
		SP:Iteration 3Q (6878.920000 sec): 3 clusters
  Score: Raw -9188.098291 + Penalty 2331.438261 = -6856.660029
  nChanged 0
		SP:Iteration 4F (6878.920000 sec): 3 clusters
  Score: Raw -9188.098291 + Penalty 2331.438261 = -6856.660029
  nChanged 0
Deleting Class 38 (54 points): Lose 1430.415500 but Gain 3374.686117
Iteration 219Q (6889.910000 sec): 41 clusters
  Score: Raw -117643091.178496 + Penalty 134987.444692 = -117508103.733804
  nChanged 55
Iteration 220F (6931.100000 sec): 41 clusters
  Score: Raw -117643727.038848 + Penalty 134987.444692 = -117508739.594156
  nChanged 30
Iteration 221Q (6941.630000 sec): 41 clusters
  Score: Raw -117644800.423385 + Penalty 134987.444692 = -117509812.978693
  nChanged 20
Iteration 222Q (6952.140000 sec): 41 clusters
  Score: Raw -117645034.635454 + Penalty 134987.444692 = -117510047.190762
  nChanged 9
Iteration 223Q (6962.660000 sec): 41 clusters
  Score: Raw -117645118.159082 + Penalty 134987.444692 = -117510130.714390
  nChanged 2
Iteration 224Q (6973.180000 sec): 41 clusters
  Score: Raw -117645124.365396 + Penalty 134987.444692 = -117510136.920704
  nChanged 0
Iteration 225F (7014.180000 sec): 41 clusters
  Score: Raw -117653595.440099 + Penalty 134987.444692 = -117518607.995408
  nChanged 181
Iteration 226Q (7024.740000 sec): 41 clusters
  Score: Raw -117660112.841254 + Penalty 134987.444692 = -117525125.396563
  nChanged 17
Iteration 227Q (7035.290000 sec): 41 clusters
  Score: Raw -117660496.471242 + Penalty 134987.444692 = -117525509.026550
  nChanged 4
Iteration 228Q (7045.840000 sec): 41 clusters
  Score: Raw -117660845.859242 + Penalty 134987.444692 = -117525858.414550
  nChanged 5
Iteration 229Q (7056.380000 sec): 41 clusters
  Score: Raw -117661022.867899 + Penalty 134987.444692 = -117526035.423207
  nChanged 7
Iteration 230Q (7066.930000 sec): 41 clusters
  Score: Raw -117661148.848747 + Penalty 134987.444692 = -117526161.404055
  nChanged 3
Iteration 231Q (7077.500000 sec): 41 clusters
  Score: Raw -117661222.762734 + Penalty 134987.444692 = -117526235.318042
  nChanged 3
Iteration 232Q (7088.110000 sec): 41 clusters
  Score: Raw -117661255.311575 + Penalty 134987.444692 = -117526267.866883
  nChanged 2
Iteration 233Q (7098.660000 sec): 41 clusters
  Score: Raw -117661266.570968 + Penalty 134987.444692 = -117526279.126276
  nChanged 2
Iteration 234Q (7109.200000 sec): 41 clusters
  Score: Raw -117661277.183817 + Penalty 134987.444692 = -117526289.739125
  nChanged 9
Iteration 235Q (7119.720000 sec): 41 clusters
  Score: Raw -117661284.778266 + Penalty 134987.444692 = -117526297.333574
  nChanged 4
Iteration 236Q (7130.270000 sec): 41 clusters
  Score: Raw -117661284.930201 + Penalty 134987.444692 = -117526297.485509
  nChanged 7
Iteration 237Q (7140.810000 sec): 41 clusters
  Score: Raw -117661285.148644 + Penalty 134987.444692 = -117526297.703952
  nChanged 6
Iteration 238Q (7151.350000 sec): 41 clusters
  Score: Raw -117661285.304453 + Penalty 134987.444692 = -117526297.859761
  nChanged 7
Iteration 239Q (7161.890000 sec): 41 clusters
  Score: Raw -117661285.490775 + Penalty 134987.444692 = -117526298.046083
  nChanged 9
Iteration 240F (7203.320000 sec): 41 clusters
  Score: Raw -117662160.994528 + Penalty 134987.444692 = -117527173.549836
  nChanged 33
Iteration 241Q (7213.870000 sec): 41 clusters
  Score: Raw -117663217.850180 + Penalty 134987.444692 = -117528230.405488
  nChanged 15
Iteration 242Q (7224.420000 sec): 41 clusters
  Score: Raw -117663463.083844 + Penalty 134987.444692 = -117528475.639152
  nChanged 11
Iteration 243Q (7234.940000 sec): 41 clusters
  Score: Raw -117663563.737606 + Penalty 134987.444692 = -117528576.292914
  nChanged 16
Iteration 244Q (7245.450000 sec): 41 clusters
  Score: Raw -117663565.774934 + Penalty 134987.444692 = -117528578.330242
  nChanged 12
Iteration 245Q (7255.950000 sec): 41 clusters
  Score: Raw -117663619.412241 + Penalty 134987.444692 = -117528631.967549
  nChanged 14
Iteration 246Q (7266.460000 sec): 41 clusters
  Score: Raw -117663619.848489 + Penalty 134987.444692 = -117528632.403797
  nChanged 12
Iteration 247Q (7276.990000 sec): 41 clusters
  Score: Raw -117663620.247713 + Penalty 134987.444692 = -117528632.803021
  nChanged 17
Iteration 248Q (7287.510000 sec): 41 clusters
  Score: Raw -117663620.869099 + Penalty 134987.444692 = -117528633.424407
  nChanged 12
Iteration 249Q (7298.040000 sec): 41 clusters
  Score: Raw -117663621.234041 + Penalty 134987.444692 = -117528633.789349
  nChanged 8
Iteration 250Q (7308.570000 sec): 41 clusters
  Score: Raw -117663621.638630 + Penalty 134987.444692 = -117528634.193938
  nChanged 13
Iteration 251Q (7319.090000 sec): 41 clusters
  Score: Raw -117663622.137489 + Penalty 134987.444692 = -117528634.692797
  nChanged 11
Iteration 252Q (7329.610000 sec): 41 clusters
  Score: Raw -117663622.593287 + Penalty 134987.444692 = -117528635.148595
  nChanged 15
Iteration 253Q (7340.120000 sec): 41 clusters
  Score: Raw -117663623.107963 + Penalty 134987.444692 = -117528635.663271
  nChanged 19
Iteration 254Q (7350.630000 sec): 41 clusters
  Score: Raw -117663623.637501 + Penalty 134987.444692 = -117528636.192809
  nChanged 16
Iteration 255Q (7361.140000 sec): 41 clusters
  Score: Raw -117663624.096819 + Penalty 134987.444692 = -117528636.652127
  nChanged 23
Iteration 256Q (7371.650000 sec): 41 clusters
  Score: Raw -117663624.687117 + Penalty 134987.444692 = -117528637.242425
  nChanged 29
Iteration 257Q (7382.150000 sec): 41 clusters
  Score: Raw -117663625.532904 + Penalty 134987.444692 = -117528638.088212
  nChanged 37
Iteration 258Q (7392.650000 sec): 41 clusters
  Score: Raw -117663626.720765 + Penalty 134987.444692 = -117528639.276073
  nChanged 25
Writing temp clu file 
Because OldScore, -117528638.088212, is greater than current (better) Score,-117528639.276073 
 Compute initial score before splitting:   Score: Raw -117663626.720765 + Penalty 134987.444692 = -117528639.276073
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7392.810000 sec): 2 clusters
  Score: Raw -1048183.648990 + Penalty 2200.863096 = -1045982.785895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7392.830000 sec): 3 clusters
  Score: Raw -1044459.608100 + Penalty 4401.726192 = -1040057.881908
  nChanged 2869
		SP:Iteration 1F (7392.850000 sec): 3 clusters
  Score: Raw -1046066.972284 + Penalty 4401.726192 = -1041665.246092
  nChanged 545
		SP:Iteration 2F (7392.880000 sec): 3 clusters
  Score: Raw -1046379.492475 + Penalty 4401.726192 = -1041977.766283
  nChanged 383
		SP:Iteration 3F (7392.900000 sec): 3 clusters
  Score: Raw -1046562.269793 + Penalty 4401.726192 = -1042160.543601
  nChanged 270
		SP:Iteration 4Q (7392.930000 sec): 3 clusters
  Score: Raw -1046685.411668 + Penalty 4401.726192 = -1042283.685476
  nChanged 215
		SP:Iteration 5Q (7392.950000 sec): 3 clusters
  Score: Raw -1046775.587833 + Penalty 4401.726192 = -1042373.861642
  nChanged 200
		SP:Iteration 6Q (7392.970000 sec): 3 clusters
  Score: Raw -1046855.496578 + Penalty 4401.726192 = -1042453.770386
  nChanged 165
		SP:Iteration 7Q (7393.000000 sec): 3 clusters
  Score: Raw -1046930.223948 + Penalty 4401.726192 = -1042528.497756
  nChanged 156
		SP:Iteration 8Q (7393.020000 sec): 3 clusters
  Score: Raw -1047006.711285 + Penalty 4401.726192 = -1042604.985093
  nChanged 166
		SP:Iteration 9Q (7393.050000 sec): 3 clusters
  Score: Raw -1047081.667701 + Penalty 4401.726192 = -1042679.941510
  nChanged 162
		SP:Iteration 10Q (7393.070000 sec): 3 clusters
  Score: Raw -1047164.449345 + Penalty 4401.726192 = -1042762.723153
  nChanged 162
		SP:Iteration 11Q (7393.100000 sec): 3 clusters
  Score: Raw -1047253.108422 + Penalty 4401.726192 = -1042851.382231
  nChanged 165
		SP:Iteration 12Q (7393.120000 sec): 3 clusters
  Score: Raw -1047342.895466 + Penalty 4401.726192 = -1042941.169275
  nChanged 182
		SP:Iteration 13Q (7393.140000 sec): 3 clusters
  Score: Raw -1047436.036234 + Penalty 4401.726192 = -1043034.310042
  nChanged 194
		SP:Iteration 14Q (7393.170000 sec): 3 clusters
  Score: Raw -1047535.603100 + Penalty 4401.726192 = -1043133.876908
  nChanged 164
		SP:Iteration 15Q (7393.190000 sec): 3 clusters
  Score: Raw -1047623.850673 + Penalty 4401.726192 = -1043222.124482
  nChanged 182
		SP:Iteration 16Q (7393.210000 sec): 3 clusters
  Score: Raw -1047724.559359 + Penalty 4401.726192 = -1043322.833167
  nChanged 187
		SP:Iteration 17Q (7393.240000 sec): 3 clusters
  Score: Raw -1047816.658251 + Penalty 4401.726192 = -1043414.932059
  nChanged 158
		SP:Iteration 18Q (7393.260000 sec): 3 clusters
  Score: Raw -1047893.983914 + Penalty 4401.726192 = -1043492.257722
  nChanged 130
		SP:Iteration 19Q (7393.290000 sec): 3 clusters
  Score: Raw -1047963.362492 + Penalty 4401.726192 = -1043561.636300
  nChanged 129
		SP:Iteration 20F (7393.310000 sec): 3 clusters
  Score: Raw -1048028.541789 + Penalty 4401.726192 = -1043626.815597
  nChanged 122
		SP:Iteration 21Q (7393.330000 sec): 3 clusters
  Score: Raw -1048088.760701 + Penalty 4401.726192 = -1043687.034509
  nChanged 108
		SP:Iteration 22Q (7393.350000 sec): 3 clusters
  Score: Raw -1048133.044848 + Penalty 4401.726192 = -1043731.318656
  nChanged 89
		SP:Iteration 23Q (7393.380000 sec): 3 clusters
  Score: Raw -1048166.190366 + Penalty 4401.726192 = -1043764.464174
  nChanged 71
		SP:Iteration 24Q (7393.400000 sec): 3 clusters
  Score: Raw -1048194.423077 + Penalty 4401.726192 = -1043792.696885
  nChanged 81
		SP:Iteration 25Q (7393.430000 sec): 3 clusters
  Score: Raw -1048221.852523 + Penalty 4401.726192 = -1043820.126331
  nChanged 62
		SP:Iteration 26Q (7393.450000 sec): 3 clusters
  Score: Raw -1048243.700589 + Penalty 4401.726192 = -1043841.974398
  nChanged 57
		SP:Iteration 27Q (7393.470000 sec): 3 clusters
  Score: Raw -1048262.787840 + Penalty 4401.726192 = -1043861.061648
  nChanged 54
		SP:Iteration 28Q (7393.490000 sec): 3 clusters
  Score: Raw -1048285.462133 + Penalty 4401.726192 = -1043883.735942
  nChanged 55
		SP:Iteration 29Q (7393.510000 sec): 3 clusters
  Score: Raw -1048303.952921 + Penalty 4401.726192 = -1043902.226729
  nChanged 38
		SP:Iteration 30Q (7393.540000 sec): 3 clusters
  Score: Raw -1048320.821833 + Penalty 4401.726192 = -1043919.095642
  nChanged 49
		SP:Iteration 31Q (7393.560000 sec): 3 clusters
  Score: Raw -1048348.275195 + Penalty 4401.726192 = -1043946.549003
  nChanged 62
		SP:Iteration 32Q (7393.580000 sec): 3 clusters
  Score: Raw -1048377.641748 + Penalty 4401.726192 = -1043975.915556
  nChanged 60
		SP:Iteration 33Q (7393.610000 sec): 3 clusters
  Score: Raw -1048405.079214 + Penalty 4401.726192 = -1044003.353022
  nChanged 53
		SP:Iteration 34Q (7393.630000 sec): 3 clusters
  Score: Raw -1048431.328182 + Penalty 4401.726192 = -1044029.601990
  nChanged 62
		SP:Iteration 35Q (7393.650000 sec): 3 clusters
  Score: Raw -1048456.718481 + Penalty 4401.726192 = -1044054.992289
  nChanged 61
		SP:Iteration 36Q (7393.670000 sec): 3 clusters
  Score: Raw -1048482.854201 + Penalty 4401.726192 = -1044081.128009
  nChanged 53
		SP:Iteration 37Q (7393.690000 sec): 3 clusters
  Score: Raw -1048510.235651 + Penalty 4401.726192 = -1044108.509459
  nChanged 47
		SP:Iteration 38Q (7393.720000 sec): 3 clusters
  Score: Raw -1048528.941485 + Penalty 4401.726192 = -1044127.215294
  nChanged 42
		SP:Iteration 39Q (7393.740000 sec): 3 clusters
  Score: Raw -1048545.039166 + Penalty 4401.726192 = -1044143.312974
  nChanged 40
		SP:Iteration 40F (7393.760000 sec): 3 clusters
  Score: Raw -1048559.846699 + Penalty 4401.726192 = -1044158.120508
  nChanged 36
		SP:Iteration 41Q (7393.790000 sec): 3 clusters
  Score: Raw -1048572.266606 + Penalty 4401.726192 = -1044170.540414
  nChanged 39
		SP:Iteration 42Q (7393.810000 sec): 3 clusters
  Score: Raw -1048586.800251 + Penalty 4401.726192 = -1044185.074059
  nChanged 40
		SP:Iteration 43Q (7393.830000 sec): 3 clusters
  Score: Raw -1048604.208298 + Penalty 4401.726192 = -1044202.482106
  nChanged 41
		SP:Iteration 44Q (7393.850000 sec): 3 clusters
  Score: Raw -1048619.825097 + Penalty 4401.726192 = -1044218.098905
  nChanged 42
		SP:Iteration 45Q (7393.870000 sec): 3 clusters
  Score: Raw -1048632.757332 + Penalty 4401.726192 = -1044231.031140
  nChanged 29
		SP:Iteration 46Q (7393.890000 sec): 3 clusters
  Score: Raw -1048645.128812 + Penalty 4401.726192 = -1044243.402621
  nChanged 32
		SP:Iteration 47Q (7393.910000 sec): 3 clusters
  Score: Raw -1048655.072273 + Penalty 4401.726192 = -1044253.346082
  nChanged 29
		SP:Iteration 48Q (7393.940000 sec): 3 clusters
  Score: Raw -1048664.045836 + Penalty 4401.726192 = -1044262.319644
  nChanged 30
		SP:Iteration 49Q (7393.960000 sec): 3 clusters
  Score: Raw -1048673.183209 + Penalty 4401.726192 = -1044271.457017
  nChanged 24
		SP:Iteration 50Q (7393.980000 sec): 3 clusters
  Score: Raw -1048680.016158 + Penalty 4401.726192 = -1044278.289967
  nChanged 17
		SP:Iteration 51Q (7394.000000 sec): 3 clusters
  Score: Raw -1048684.884720 + Penalty 4401.726192 = -1044283.158528
  nChanged 13
		SP:Iteration 52Q (7394.030000 sec): 3 clusters
  Score: Raw -1048688.405899 + Penalty 4401.726192 = -1044286.679708
  nChanged 17
		SP:Iteration 53Q (7394.050000 sec): 3 clusters
  Score: Raw -1048692.305735 + Penalty 4401.726192 = -1044290.579543
  nChanged 10
		SP:Iteration 54Q (7394.070000 sec): 3 clusters
  Score: Raw -1048695.046798 + Penalty 4401.726192 = -1044293.320606
  nChanged 4
		SP:Iteration 55Q (7394.090000 sec): 3 clusters
  Score: Raw -1048695.672596 + Penalty 4401.726192 = -1044293.946405
  nChanged 2
		SP:Iteration 56Q (7394.110000 sec): 3 clusters
  Score: Raw -1048695.873303 + Penalty 4401.726192 = -1044294.147111
  nChanged 2
		SP:Iteration 57Q (7394.130000 sec): 3 clusters
  Score: Raw -1048696.350764 + Penalty 4401.726192 = -1044294.624572
  nChanged 5
		SP:Iteration 58Q (7394.150000 sec): 3 clusters
  Score: Raw -1048697.320298 + Penalty 4401.726192 = -1044295.594107
  nChanged 6
		SP:Iteration 59Q (7394.170000 sec): 3 clusters
  Score: Raw -1048699.118474 + Penalty 4401.726192 = -1044297.392282
  nChanged 10
		SP:Iteration 60F (7394.200000 sec): 3 clusters
  Score: Raw -1048701.419108 + Penalty 4401.726192 = -1044299.692917
  nChanged 9
		SP:Iteration 61Q (7394.220000 sec): 3 clusters
  Score: Raw -1048703.178791 + Penalty 4401.726192 = -1044301.452600
  nChanged 1
		SP:Iteration 62Q (7394.240000 sec): 3 clusters
  Score: Raw -1048703.312462 + Penalty 4401.726192 = -1044301.586270
  nChanged 1
		SP:Iteration 63Q (7394.260000 sec): 3 clusters
  Score: Raw -1048703.472538 + Penalty 4401.726192 = -1044301.746346
  nChanged 1
		SP:Iteration 64Q (7394.290000 sec): 3 clusters
  Score: Raw -1048703.535017 + Penalty 4401.726192 = -1044301.808826
  nChanged 1
		SP:Iteration 65Q (7394.310000 sec): 3 clusters
  Score: Raw -1048703.803615 + Penalty 4401.726192 = -1044302.077423
  nChanged 3
		SP:Iteration 66Q (7394.330000 sec): 3 clusters
  Score: Raw -1048704.323858 + Penalty 4401.726192 = -1044302.597667
  nChanged 3
		SP:Iteration 67Q (7394.350000 sec): 3 clusters
  Score: Raw -1048704.909340 + Penalty 4401.726192 = -1044303.183148
  nChanged 1
		SP:Iteration 68Q (7394.370000 sec): 3 clusters
  Score: Raw -1048705.097189 + Penalty 4401.726192 = -1044303.370997
  nChanged 1
		SP:Iteration 69Q (7394.390000 sec): 3 clusters
  Score: Raw -1048705.208347 + Penalty 4401.726192 = -1044303.482156
  nChanged 2
		SP:Iteration 70Q (7394.410000 sec): 3 clusters
  Score: Raw -1048705.807368 + Penalty 4401.726192 = -1044304.081177
  nChanged 3
		SP:Iteration 71Q (7394.430000 sec): 3 clusters
  Score: Raw -1048706.594998 + Penalty 4401.726192 = -1044304.868806
  nChanged 2
		SP:Iteration 72Q (7394.460000 sec): 3 clusters
  Score: Raw -1048706.861786 + Penalty 4401.726192 = -1044305.135594
  nChanged 2
		SP:Iteration 73Q (7394.480000 sec): 3 clusters
  Score: Raw -1048707.025111 + Penalty 4401.726192 = -1044305.298920
  nChanged 2
		SP:Iteration 74Q (7394.500000 sec): 3 clusters
  Score: Raw -1048707.393918 + Penalty 4401.726192 = -1044305.667726
  nChanged 2
		SP:Iteration 75Q (7394.520000 sec): 3 clusters
  Score: Raw -1048707.889482 + Penalty 4401.726192 = -1044306.163290
  nChanged 2
		SP:Iteration 76Q (7394.540000 sec): 3 clusters
  Score: Raw -1048708.218433 + Penalty 4401.726192 = -1044306.492241
  nChanged 1
		SP:Iteration 77Q (7394.560000 sec): 3 clusters
  Score: Raw -1048708.307141 + Penalty 4401.726192 = -1044306.580949
  nChanged 1
		SP:Iteration 78Q (7394.590000 sec): 3 clusters
  Score: Raw -1048708.496705 + Penalty 4401.726192 = -1044306.770513
  nChanged 0
		SP:Iteration 79F (7394.610000 sec): 3 clusters
  Score: Raw -1048708.496705 + Penalty 4401.726192 = -1044306.770513
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7394.630000 sec): 2 clusters
  Score: Raw -1079020.205459 + Penalty 2211.692436 = -1076808.513024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7394.660000 sec): 3 clusters
  Score: Raw -1075140.122338 + Penalty 4423.384871 = -1070716.737466
  nChanged 3000
		SP:Iteration 1F (7394.690000 sec): 3 clusters
  Score: Raw -1076798.949593 + Penalty 4423.384871 = -1072375.564722
  nChanged 507
		SP:Iteration 2F (7394.710000 sec): 3 clusters
  Score: Raw -1077066.763519 + Penalty 4423.384871 = -1072643.378648
  nChanged 367
		SP:Iteration 3Q (7394.730000 sec): 3 clusters
  Score: Raw -1077264.675119 + Penalty 4423.384871 = -1072841.290248
  nChanged 297
		SP:Iteration 4Q (7394.760000 sec): 3 clusters
  Score: Raw -1077400.206137 + Penalty 4423.384871 = -1072976.821266
  nChanged 211
		SP:Iteration 5Q (7394.790000 sec): 3 clusters
  Score: Raw -1077498.860018 + Penalty 4423.384871 = -1073075.475147
  nChanged 192
		SP:Iteration 6Q (7394.810000 sec): 3 clusters
  Score: Raw -1077587.964384 + Penalty 4423.384871 = -1073164.579513
  nChanged 199
		SP:Iteration 7Q (7394.840000 sec): 3 clusters
  Score: Raw -1077682.434252 + Penalty 4423.384871 = -1073259.049381
  nChanged 209
		SP:Iteration 8Q (7394.860000 sec): 3 clusters
  Score: Raw -1077790.377571 + Penalty 4423.384871 = -1073366.992700
  nChanged 221
		SP:Iteration 9Q (7394.890000 sec): 3 clusters
  Score: Raw -1077898.230467 + Penalty 4423.384871 = -1073474.845596
  nChanged 191
		SP:Iteration 10Q (7394.910000 sec): 3 clusters
  Score: Raw -1077984.253370 + Penalty 4423.384871 = -1073560.868499
  nChanged 178
		SP:Iteration 11Q (7394.940000 sec): 3 clusters
  Score: Raw -1078074.750752 + Penalty 4423.384871 = -1073651.365881
  nChanged 195
		SP:Iteration 12Q (7394.970000 sec): 3 clusters
  Score: Raw -1078186.051737 + Penalty 4423.384871 = -1073762.666866
  nChanged 196
		SP:Iteration 13Q (7394.990000 sec): 3 clusters
  Score: Raw -1078299.937618 + Penalty 4423.384871 = -1073876.552747
  nChanged 206
		SP:Iteration 14Q (7395.010000 sec): 3 clusters
  Score: Raw -1078422.304873 + Penalty 4423.384871 = -1073998.920002
  nChanged 200
		SP:Iteration 15Q (7395.040000 sec): 3 clusters
  Score: Raw -1078523.961117 + Penalty 4423.384871 = -1074100.576245
  nChanged 161
		SP:Iteration 16Q (7395.070000 sec): 3 clusters
  Score: Raw -1078614.561592 + Penalty 4423.384871 = -1074191.176721
  nChanged 171
		SP:Iteration 17Q (7395.090000 sec): 3 clusters
  Score: Raw -1078717.199043 + Penalty 4423.384871 = -1074293.814172
  nChanged 162
		SP:Iteration 18Q (7395.110000 sec): 3 clusters
  Score: Raw -1078813.045410 + Penalty 4423.384871 = -1074389.660539
  nChanged 137
		SP:Iteration 19Q (7395.140000 sec): 3 clusters
  Score: Raw -1078891.047767 + Penalty 4423.384871 = -1074467.662896
  nChanged 129
		SP:Iteration 20F (7395.170000 sec): 3 clusters
  Score: Raw -1078961.751300 + Penalty 4423.384871 = -1074538.366429
  nChanged 112
		SP:Iteration 21Q (7395.190000 sec): 3 clusters
  Score: Raw -1079027.967336 + Penalty 4423.384871 = -1074604.582465
  nChanged 114
		SP:Iteration 22Q (7395.210000 sec): 3 clusters
  Score: Raw -1079089.918630 + Penalty 4423.384871 = -1074666.533759
  nChanged 107
		SP:Iteration 23Q (7395.230000 sec): 3 clusters
  Score: Raw -1079143.342998 + Penalty 4423.384871 = -1074719.958127
  nChanged 88
		SP:Iteration 24Q (7395.260000 sec): 3 clusters
  Score: Raw -1079182.880930 + Penalty 4423.384871 = -1074759.496059
  nChanged 76
		SP:Iteration 25Q (7395.280000 sec): 3 clusters
  Score: Raw -1079213.998541 + Penalty 4423.384871 = -1074790.613670
  nChanged 62
		SP:Iteration 26Q (7395.310000 sec): 3 clusters
  Score: Raw -1079240.194419 + Penalty 4423.384871 = -1074816.809548
  nChanged 57
		SP:Iteration 27Q (7395.330000 sec): 3 clusters
  Score: Raw -1079263.352154 + Penalty 4423.384871 = -1074839.967283
  nChanged 52
		SP:Iteration 28Q (7395.350000 sec): 3 clusters
  Score: Raw -1079284.226465 + Penalty 4423.384871 = -1074860.841594
  nChanged 57
		SP:Iteration 29Q (7395.370000 sec): 3 clusters
  Score: Raw -1079303.449322 + Penalty 4423.384871 = -1074880.064451
  nChanged 44
		SP:Iteration 30Q (7395.390000 sec): 3 clusters
  Score: Raw -1079318.911161 + Penalty 4423.384871 = -1074895.526290
  nChanged 36
		SP:Iteration 31Q (7395.420000 sec): 3 clusters
  Score: Raw -1079331.427787 + Penalty 4423.384871 = -1074908.042916
  nChanged 30
		SP:Iteration 32Q (7395.440000 sec): 3 clusters
  Score: Raw -1079341.779637 + Penalty 4423.384871 = -1074918.394766
  nChanged 24
		SP:Iteration 33Q (7395.460000 sec): 3 clusters
  Score: Raw -1079348.560234 + Penalty 4423.384871 = -1074925.175362
  nChanged 17
		SP:Iteration 34Q (7395.490000 sec): 3 clusters
  Score: Raw -1079353.544463 + Penalty 4423.384871 = -1074930.159592
  nChanged 16
		SP:Iteration 35Q (7395.510000 sec): 3 clusters
  Score: Raw -1079357.264371 + Penalty 4423.384871 = -1074933.879500
  nChanged 12
		SP:Iteration 36Q (7395.530000 sec): 3 clusters
  Score: Raw -1079361.469132 + Penalty 4423.384871 = -1074938.084260
  nChanged 9
		SP:Iteration 37Q (7395.550000 sec): 3 clusters
  Score: Raw -1079363.727732 + Penalty 4423.384871 = -1074940.342861
  nChanged 13
		SP:Iteration 38Q (7395.570000 sec): 3 clusters
  Score: Raw -1079366.886509 + Penalty 4423.384871 = -1074943.501638
  nChanged 9
		SP:Iteration 39Q (7395.590000 sec): 3 clusters
  Score: Raw -1079369.212778 + Penalty 4423.384871 = -1074945.827907
  nChanged 8
		SP:Iteration 40F (7395.620000 sec): 3 clusters
  Score: Raw -1079371.323040 + Penalty 4423.384871 = -1074947.938169
  nChanged 5
		SP:Iteration 41Q (7395.640000 sec): 3 clusters
  Score: Raw -1079372.535563 + Penalty 4423.384871 = -1074949.150692
  nChanged 6
		SP:Iteration 42Q (7395.670000 sec): 3 clusters
  Score: Raw -1079374.142658 + Penalty 4423.384871 = -1074950.757787
  nChanged 7
		SP:Iteration 43Q (7395.690000 sec): 3 clusters
  Score: Raw -1079376.736122 + Penalty 4423.384871 = -1074953.351251
  nChanged 11
		SP:Iteration 44Q (7395.710000 sec): 3 clusters
  Score: Raw -1079380.189473 + Penalty 4423.384871 = -1074956.804602
  nChanged 8
		SP:Iteration 45Q (7395.730000 sec): 3 clusters
  Score: Raw -1079382.549157 + Penalty 4423.384871 = -1074959.164286
  nChanged 4
		SP:Iteration 46Q (7395.750000 sec): 3 clusters
  Score: Raw -1079383.294411 + Penalty 4423.384871 = -1074959.909540
  nChanged 2
		SP:Iteration 47Q (7395.770000 sec): 3 clusters
  Score: Raw -1079383.983647 + Penalty 4423.384871 = -1074960.598776
  nChanged 3
		SP:Iteration 48Q (7395.800000 sec): 3 clusters
  Score: Raw -1079384.698005 + Penalty 4423.384871 = -1074961.313134
  nChanged 3
		SP:Iteration 49Q (7395.820000 sec): 3 clusters
  Score: Raw -1079385.337086 + Penalty 4423.384871 = -1074961.952215
  nChanged 5
		SP:Iteration 50Q (7395.840000 sec): 3 clusters
  Score: Raw -1079386.601701 + Penalty 4423.384871 = -1074963.216830
  nChanged 2
		SP:Iteration 51Q (7395.860000 sec): 3 clusters
  Score: Raw -1079387.445515 + Penalty 4423.384871 = -1074964.060643
  nChanged 5
		SP:Iteration 52Q (7395.890000 sec): 3 clusters
  Score: Raw -1079388.593891 + Penalty 4423.384871 = -1074965.209020
  nChanged 5
		SP:Iteration 53Q (7395.910000 sec): 3 clusters
  Score: Raw -1079390.033928 + Penalty 4423.384871 = -1074966.649057
  nChanged 5
		SP:Iteration 54Q (7395.930000 sec): 3 clusters
  Score: Raw -1079391.123577 + Penalty 4423.384871 = -1074967.738706
  nChanged 2
		SP:Iteration 55Q (7395.950000 sec): 3 clusters
  Score: Raw -1079391.572281 + Penalty 4423.384871 = -1074968.187410
  nChanged 3
		SP:Iteration 56Q (7395.970000 sec): 3 clusters
  Score: Raw -1079392.300906 + Penalty 4423.384871 = -1074968.916035
  nChanged 3
		SP:Iteration 57Q (7395.990000 sec): 3 clusters
  Score: Raw -1079392.775387 + Penalty 4423.384871 = -1074969.390516
  nChanged 1
		SP:Iteration 58Q (7396.020000 sec): 3 clusters
  Score: Raw -1079393.050113 + Penalty 4423.384871 = -1074969.665242
  nChanged 1
		SP:Iteration 59Q (7396.040000 sec): 3 clusters
  Score: Raw -1079393.782342 + Penalty 4423.384871 = -1074970.397471
  nChanged 2
		SP:Iteration 60F (7396.070000 sec): 3 clusters
  Score: Raw -1079394.647477 + Penalty 4423.384871 = -1074971.262606
  nChanged 4
		SP:Iteration 61Q (7396.090000 sec): 3 clusters
  Score: Raw -1079395.406434 + Penalty 4423.384871 = -1074972.021563
  nChanged 1
		SP:Iteration 62Q (7396.110000 sec): 3 clusters
  Score: Raw -1079395.873582 + Penalty 4423.384871 = -1074972.488711
  nChanged 1
		SP:Iteration 63Q (7396.130000 sec): 3 clusters
  Score: Raw -1079396.018865 + Penalty 4423.384871 = -1074972.633994
  nChanged 1
		SP:Iteration 64Q (7396.150000 sec): 3 clusters
  Score: Raw -1079396.143786 + Penalty 4423.384871 = -1074972.758915
  nChanged 1
		SP:Iteration 65Q (7396.170000 sec): 3 clusters
  Score: Raw -1079396.352438 + Penalty 4423.384871 = -1074972.967567
  nChanged 2
		SP:Iteration 66Q (7396.200000 sec): 3 clusters
  Score: Raw -1079396.907347 + Penalty 4423.384871 = -1074973.522476
  nChanged 2
		SP:Iteration 67Q (7396.220000 sec): 3 clusters
  Score: Raw -1079397.534065 + Penalty 4423.384871 = -1074974.149194
  nChanged 3
		SP:Iteration 68Q (7396.240000 sec): 3 clusters
  Score: Raw -1079398.510904 + Penalty 4423.384871 = -1074975.126033
  nChanged 4
		SP:Iteration 69Q (7396.260000 sec): 3 clusters
  Score: Raw -1079399.403904 + Penalty 4423.384871 = -1074976.019033
  nChanged 4
		SP:Iteration 70Q (7396.290000 sec): 3 clusters
  Score: Raw -1079400.783390 + Penalty 4423.384871 = -1074977.398519
  nChanged 3
		SP:Iteration 71Q (7396.310000 sec): 3 clusters
  Score: Raw -1079401.745148 + Penalty 4423.384871 = -1074978.360277
  nChanged 1
		SP:Iteration 72Q (7396.330000 sec): 3 clusters
  Score: Raw -1079401.849958 + Penalty 4423.384871 = -1074978.465087
  nChanged 0
		SP:Iteration 73F (7396.350000 sec): 3 clusters
  Score: Raw -1079401.849958 + Penalty 4423.384871 = -1074978.465087
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7396.440000 sec): 2 clusters
  Score: Raw -4018143.892525 + Penalty 2532.321119 = -4015611.571406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7396.530000 sec): 3 clusters
  Score: Raw -4001860.820349 + Penalty 5064.642237 = -3996796.178111
  nChanged 12119
		SP:Iteration 1F (7396.630000 sec): 3 clusters
  Score: Raw -4008396.377028 + Penalty 5064.642237 = -4003331.734791
  nChanged 1341
		SP:Iteration 2Q (7396.720000 sec): 3 clusters
  Score: Raw -4008897.857818 + Penalty 5064.642237 = -4003833.215581
  nChanged 1281
		SP:Iteration 3Q (7396.810000 sec): 3 clusters
  Score: Raw -4009416.321618 + Penalty 5064.642237 = -4004351.679381
  nChanged 1402
		SP:Iteration 4F (7396.910000 sec): 3 clusters
  Score: Raw -4010082.106597 + Penalty 5064.642237 = -4005017.464360
  nChanged 1622
		SP:Iteration 5F (7397.000000 sec): 3 clusters
  Score: Raw -4011074.571191 + Penalty 5064.642237 = -4006009.928954
  nChanged 1993
		SP:Iteration 6F (7397.090000 sec): 3 clusters
  Score: Raw -4012609.768380 + Penalty 5064.642237 = -4007545.126143
  nChanged 2142
		SP:Iteration 7F (7397.190000 sec): 3 clusters
  Score: Raw -4014519.089994 + Penalty 5064.642237 = -4009454.447757
  nChanged 1771
		SP:Iteration 8F (7397.280000 sec): 3 clusters
  Score: Raw -4016233.113041 + Penalty 5064.642237 = -4011168.470804
  nChanged 1212
		SP:Iteration 9Q (7397.370000 sec): 3 clusters
  Score: Raw -4017455.363947 + Penalty 5064.642237 = -4012390.721710
  nChanged 535
		SP:Iteration 10Q (7397.450000 sec): 3 clusters
  Score: Raw -4018001.451066 + Penalty 5064.642237 = -4012936.808828
  nChanged 202
		SP:Iteration 11Q (7397.520000 sec): 3 clusters
  Score: Raw -4018212.296090 + Penalty 5064.642237 = -4013147.653853
  nChanged 76
		SP:Iteration 12Q (7397.590000 sec): 3 clusters
  Score: Raw -4018317.394284 + Penalty 5064.642237 = -4013252.752047
  nChanged 36
		SP:Iteration 13Q (7397.660000 sec): 3 clusters
  Score: Raw -4018373.537636 + Penalty 5064.642237 = -4013308.895399
  nChanged 18
		SP:Iteration 14Q (7397.730000 sec): 3 clusters
  Score: Raw -4018400.813382 + Penalty 5064.642237 = -4013336.171145
  nChanged 12
		SP:Iteration 15Q (7397.790000 sec): 3 clusters
  Score: Raw -4018421.149462 + Penalty 5064.642237 = -4013356.507225
  nChanged 5
		SP:Iteration 16Q (7397.860000 sec): 3 clusters
  Score: Raw -4018429.934959 + Penalty 5064.642237 = -4013365.292722
  nChanged 4
		SP:Iteration 17Q (7397.930000 sec): 3 clusters
  Score: Raw -4018435.141271 + Penalty 5064.642237 = -4013370.499033
  nChanged 7
		SP:Iteration 18Q (7397.990000 sec): 3 clusters
  Score: Raw -4018444.089549 + Penalty 5064.642237 = -4013379.447312
  nChanged 2
		SP:Iteration 19Q (7398.060000 sec): 3 clusters
  Score: Raw -4018449.326370 + Penalty 5064.642237 = -4013384.684133
  nChanged 4
		SP:Iteration 20F (7398.150000 sec): 3 clusters
  Score: Raw -4018457.947324 + Penalty 5064.642237 = -4013393.305087
  nChanged 4
		SP:Iteration 21Q (7398.210000 sec): 3 clusters
  Score: Raw -4018463.103039 + Penalty 5064.642237 = -4013398.460802
  nChanged 0
		SP:Iteration 22F (7398.300000 sec): 3 clusters
  Score: Raw -4018463.103039 + Penalty 5064.642237 = -4013398.460802
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7398.370000 sec): 2 clusters
  Score: Raw -3335349.450442 + Penalty 2501.879269 = -3332847.571173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7398.460000 sec): 3 clusters
  Score: Raw -3320977.540689 + Penalty 5003.758539 = -3315973.782151
  nChanged 10871
		SP:Iteration 1F (7398.540000 sec): 3 clusters
  Score: Raw -3326815.774331 + Penalty 5003.758539 = -3321812.015792
  nChanged 1283
		SP:Iteration 2F (7398.620000 sec): 3 clusters
  Score: Raw -3327281.353551 + Penalty 5003.758539 = -3322277.595012
  nChanged 1143
		SP:Iteration 3Q (7398.710000 sec): 3 clusters
  Score: Raw -3327656.517964 + Penalty 5003.758539 = -3322652.759425
  nChanged 977
		SP:Iteration 4Q (7398.790000 sec): 3 clusters
  Score: Raw -3327992.960410 + Penalty 5003.758539 = -3322989.201872
  nChanged 935
		SP:Iteration 5Q (7398.870000 sec): 3 clusters
  Score: Raw -3328331.832556 + Penalty 5003.758539 = -3323328.074017
  nChanged 913
		SP:Iteration 6Q (7398.950000 sec): 3 clusters
  Score: Raw -3328719.234235 + Penalty 5003.758539 = -3323715.475696
  nChanged 1030
		SP:Iteration 7Q (7399.040000 sec): 3 clusters
  Score: Raw -3329223.805085 + Penalty 5003.758539 = -3324220.046547
  nChanged 1109
		SP:Iteration 8Q (7399.120000 sec): 3 clusters
  Score: Raw -3329847.212662 + Penalty 5003.758539 = -3324843.454123
  nChanged 1136
		SP:Iteration 9Q (7399.200000 sec): 3 clusters
  Score: Raw -3330575.776874 + Penalty 5003.758539 = -3325572.018335
  nChanged 1235
		SP:Iteration 10F (7399.290000 sec): 3 clusters
  Score: Raw -3331473.450901 + Penalty 5003.758539 = -3326469.692363
  nChanged 1213
		SP:Iteration 11F (7399.370000 sec): 3 clusters
  Score: Raw -3332416.396589 + Penalty 5003.758539 = -3327412.638051
  nChanged 1079
		SP:Iteration 12Q (7399.450000 sec): 3 clusters
  Score: Raw -3333281.842608 + Penalty 5003.758539 = -3328278.084069
  nChanged 951
		SP:Iteration 13Q (7399.530000 sec): 3 clusters
  Score: Raw -3334014.150285 + Penalty 5003.758539 = -3329010.391746
  nChanged 732
		SP:Iteration 14Q (7399.600000 sec): 3 clusters
  Score: Raw -3334596.442615 + Penalty 5003.758539 = -3329592.684077
  nChanged 541
		SP:Iteration 15Q (7399.680000 sec): 3 clusters
  Score: Raw -3335000.214090 + Penalty 5003.758539 = -3329996.455551
  nChanged 402
		SP:Iteration 16Q (7399.750000 sec): 3 clusters
  Score: Raw -3335284.497425 + Penalty 5003.758539 = -3330280.738887
  nChanged 289
		SP:Iteration 17Q (7399.810000 sec): 3 clusters
  Score: Raw -3335462.494908 + Penalty 5003.758539 = -3330458.736369
  nChanged 196
		SP:Iteration 18Q (7399.880000 sec): 3 clusters
  Score: Raw -3335581.875607 + Penalty 5003.758539 = -3330578.117068
  nChanged 153
		SP:Iteration 19Q (7399.940000 sec): 3 clusters
  Score: Raw -3335670.998468 + Penalty 5003.758539 = -3330667.239929
  nChanged 98
		SP:Iteration 20F (7400.030000 sec): 3 clusters
  Score: Raw -3335724.612355 + Penalty 5003.758539 = -3330720.853816
  nChanged 79
		SP:Iteration 21Q (7400.090000 sec): 3 clusters
  Score: Raw -3335769.695753 + Penalty 5003.758539 = -3330765.937214
  nChanged 71
		SP:Iteration 22Q (7400.150000 sec): 3 clusters
  Score: Raw -3335810.504490 + Penalty 5003.758539 = -3330806.745952
  nChanged 58
		SP:Iteration 23Q (7400.220000 sec): 3 clusters
  Score: Raw -3335844.897504 + Penalty 5003.758539 = -3330841.138965
  nChanged 56
		SP:Iteration 24Q (7400.280000 sec): 3 clusters
  Score: Raw -3335878.922659 + Penalty 5003.758539 = -3330875.164120
  nChanged 56
		SP:Iteration 25Q (7400.340000 sec): 3 clusters
  Score: Raw -3335910.929567 + Penalty 5003.758539 = -3330907.171029
  nChanged 41
		SP:Iteration 26Q (7400.400000 sec): 3 clusters
  Score: Raw -3335933.407055 + Penalty 5003.758539 = -3330929.648516
  nChanged 30
		SP:Iteration 27Q (7400.460000 sec): 3 clusters
  Score: Raw -3335946.492546 + Penalty 5003.758539 = -3330942.734008
  nChanged 18
		SP:Iteration 28Q (7400.520000 sec): 3 clusters
  Score: Raw -3335956.909073 + Penalty 5003.758539 = -3330953.150534
  nChanged 23
		SP:Iteration 29Q (7400.580000 sec): 3 clusters
  Score: Raw -3335969.145458 + Penalty 5003.758539 = -3330965.386919
  nChanged 20
		SP:Iteration 30Q (7400.650000 sec): 3 clusters
  Score: Raw -3335978.415527 + Penalty 5003.758539 = -3330974.656988
  nChanged 21
		SP:Iteration 31Q (7400.710000 sec): 3 clusters
  Score: Raw -3335989.197803 + Penalty 5003.758539 = -3330985.439264
  nChanged 17
		SP:Iteration 32Q (7400.770000 sec): 3 clusters
  Score: Raw -3335996.549085 + Penalty 5003.758539 = -3330992.790546
  nChanged 9
		SP:Iteration 33Q (7400.830000 sec): 3 clusters
  Score: Raw -3335999.606981 + Penalty 5003.758539 = -3330995.848442
  nChanged 7
		SP:Iteration 34Q (7400.890000 sec): 3 clusters
  Score: Raw -3336002.462712 + Penalty 5003.758539 = -3330998.704173
  nChanged 7
		SP:Iteration 35Q (7400.950000 sec): 3 clusters
  Score: Raw -3336004.859859 + Penalty 5003.758539 = -3331001.101320
  nChanged 5
		SP:Iteration 36Q (7401.010000 sec): 3 clusters
  Score: Raw -3336008.165619 + Penalty 5003.758539 = -3331004.407080
  nChanged 7
		SP:Iteration 37Q (7401.070000 sec): 3 clusters
  Score: Raw -3336010.443757 + Penalty 5003.758539 = -3331006.685218
  nChanged 0
		SP:Iteration 38F (7401.150000 sec): 3 clusters
  Score: Raw -3336010.443757 + Penalty 5003.758539 = -3331006.685218
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7401.170000 sec): 2 clusters
  Score: Raw -494000.591510 + Penalty 2019.015069 = -491981.576441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7401.180000 sec): 3 clusters
  Score: Raw -492468.189862 + Penalty 4038.030138 = -488430.159725
  nChanged 1255
		SP:Iteration 1F (7401.200000 sec): 3 clusters
  Score: Raw -493247.807078 + Penalty 4038.030138 = -489209.776940
  nChanged 264
		SP:Iteration 2F (7401.210000 sec): 3 clusters
  Score: Raw -493420.478245 + Penalty 4038.030138 = -489382.448107
  nChanged 170
		SP:Iteration 3Q (7401.220000 sec): 3 clusters
  Score: Raw -493541.063814 + Penalty 4038.030138 = -489503.033676
  nChanged 146
		SP:Iteration 4Q (7401.230000 sec): 3 clusters
  Score: Raw -493642.278927 + Penalty 4038.030138 = -489604.248790
  nChanged 122
		SP:Iteration 5Q (7401.240000 sec): 3 clusters
  Score: Raw -493737.752586 + Penalty 4038.030138 = -489699.722448
  nChanged 106
		SP:Iteration 6Q (7401.250000 sec): 3 clusters
  Score: Raw -493808.382370 + Penalty 4038.030138 = -489770.352232
  nChanged 92
		SP:Iteration 7Q (7401.260000 sec): 3 clusters
  Score: Raw -493873.708768 + Penalty 4038.030138 = -489835.678631
  nChanged 78
		SP:Iteration 8Q (7401.280000 sec): 3 clusters
  Score: Raw -493924.701971 + Penalty 4038.030138 = -489886.671834
  nChanged 67
		SP:Iteration 9Q (7401.290000 sec): 3 clusters
  Score: Raw -493967.485140 + Penalty 4038.030138 = -489929.455002
  nChanged 72
		SP:Iteration 10Q (7401.300000 sec): 3 clusters
  Score: Raw -494020.988305 + Penalty 4038.030138 = -489982.958168
  nChanged 68
		SP:Iteration 11Q (7401.310000 sec): 3 clusters
  Score: Raw -494066.579631 + Penalty 4038.030138 = -490028.549494
  nChanged 61
		SP:Iteration 12Q (7401.320000 sec): 3 clusters
  Score: Raw -494111.370241 + Penalty 4038.030138 = -490073.340104
  nChanged 64
		SP:Iteration 13Q (7401.330000 sec): 3 clusters
  Score: Raw -494158.572411 + Penalty 4038.030138 = -490120.542274
  nChanged 54
		SP:Iteration 14Q (7401.340000 sec): 3 clusters
  Score: Raw -494198.258311 + Penalty 4038.030138 = -490160.228174
  nChanged 55
		SP:Iteration 15Q (7401.360000 sec): 3 clusters
  Score: Raw -494229.520856 + Penalty 4038.030138 = -490191.490719
  nChanged 47
		SP:Iteration 16Q (7401.370000 sec): 3 clusters
  Score: Raw -494261.236516 + Penalty 4038.030138 = -490223.206378
  nChanged 43
		SP:Iteration 17Q (7401.380000 sec): 3 clusters
  Score: Raw -494287.852240 + Penalty 4038.030138 = -490249.822102
  nChanged 39
		SP:Iteration 18Q (7401.390000 sec): 3 clusters
  Score: Raw -494311.163979 + Penalty 4038.030138 = -490273.133842
  nChanged 47
		SP:Iteration 19Q (7401.400000 sec): 3 clusters
  Score: Raw -494343.357998 + Penalty 4038.030138 = -490305.327861
  nChanged 52
		SP:Iteration 20F (7401.410000 sec): 3 clusters
  Score: Raw -494392.038058 + Penalty 4038.030138 = -490354.007920
  nChanged 68
		SP:Iteration 21Q (7401.420000 sec): 3 clusters
  Score: Raw -494446.202494 + Penalty 4038.030138 = -490408.172357
  nChanged 68
		SP:Iteration 22Q (7401.430000 sec): 3 clusters
  Score: Raw -494513.026092 + Penalty 4038.030138 = -490474.995954
  nChanged 79
		SP:Iteration 23Q (7401.440000 sec): 3 clusters
  Score: Raw -494610.016721 + Penalty 4038.030138 = -490571.986584
  nChanged 94
		SP:Iteration 24Q (7401.460000 sec): 3 clusters
  Score: Raw -494743.278509 + Penalty 4038.030138 = -490705.248371
  nChanged 114
		SP:Iteration 25Q (7401.460000 sec): 3 clusters
  Score: Raw -494899.006943 + Penalty 4038.030138 = -490860.976806
  nChanged 111
		SP:Iteration 26Q (7401.480000 sec): 3 clusters
  Score: Raw -495073.885658 + Penalty 4038.030138 = -491035.855520
  nChanged 112
		SP:Iteration 27Q (7401.490000 sec): 3 clusters
  Score: Raw -495232.237819 + Penalty 4038.030138 = -491194.207682
  nChanged 98
		SP:Iteration 28Q (7401.500000 sec): 3 clusters
  Score: Raw -495350.915501 + Penalty 4038.030138 = -491312.885363
  nChanged 70
		SP:Iteration 29Q (7401.510000 sec): 3 clusters
  Score: Raw -495452.489582 + Penalty 4038.030138 = -491414.459444
  nChanged 67
		SP:Iteration 30Q (7401.520000 sec): 3 clusters
  Score: Raw -495542.062363 + Penalty 4038.030138 = -491504.032225
  nChanged 57
		SP:Iteration 31Q (7401.520000 sec): 3 clusters
  Score: Raw -495609.544000 + Penalty 4038.030138 = -491571.513862
  nChanged 45
		SP:Iteration 32Q (7401.540000 sec): 3 clusters
  Score: Raw -495658.752949 + Penalty 4038.030138 = -491620.722812
  nChanged 33
		SP:Iteration 33Q (7401.540000 sec): 3 clusters
  Score: Raw -495690.505038 + Penalty 4038.030138 = -491652.474901
  nChanged 22
		SP:Iteration 34Q (7401.560000 sec): 3 clusters
  Score: Raw -495704.063189 + Penalty 4038.030138 = -491666.033052
  nChanged 18
		SP:Iteration 35Q (7401.560000 sec): 3 clusters
  Score: Raw -495716.310829 + Penalty 4038.030138 = -491678.280691
  nChanged 9
		SP:Iteration 36Q (7401.570000 sec): 3 clusters
  Score: Raw -495720.942862 + Penalty 4038.030138 = -491682.912725
  nChanged 7
		SP:Iteration 37Q (7401.580000 sec): 3 clusters
  Score: Raw -495725.602425 + Penalty 4038.030138 = -491687.572288
  nChanged 5
		SP:Iteration 38Q (7401.590000 sec): 3 clusters
  Score: Raw -495728.104802 + Penalty 4038.030138 = -491690.074665
  nChanged 3
		SP:Iteration 39Q (7401.600000 sec): 3 clusters
  Score: Raw -495729.389511 + Penalty 4038.030138 = -491691.359373
  nChanged 3
		SP:Iteration 40F (7401.610000 sec): 3 clusters
  Score: Raw -495729.822240 + Penalty 4038.030138 = -491691.792103
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7401.620000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7401.620000 sec): 3 clusters
  Score: Raw -126908.938655 + Penalty 3350.283633 = -123558.655021
  nChanged 202
		SP:Iteration 1F (7401.620000 sec): 3 clusters
  Score: Raw -127167.017928 + Penalty 3350.283633 = -123816.734295
  nChanged 49
		SP:Iteration 2F (7401.630000 sec): 3 clusters
  Score: Raw -127267.203144 + Penalty 3350.283633 = -123916.919511
  nChanged 40
		SP:Iteration 3Q (7401.630000 sec): 3 clusters
  Score: Raw -127326.146726 + Penalty 3350.283633 = -123975.863093
  nChanged 16
		SP:Iteration 4Q (7401.630000 sec): 3 clusters
  Score: Raw -127354.230787 + Penalty 3350.283633 = -124003.947154
  nChanged 10
		SP:Iteration 5Q (7401.640000 sec): 3 clusters
  Score: Raw -127365.359568 + Penalty 3350.283633 = -124015.075935
  nChanged 6
		SP:Iteration 6Q (7401.640000 sec): 3 clusters
  Score: Raw -127375.111701 + Penalty 3350.283633 = -124024.828067
  nChanged 5
		SP:Iteration 7Q (7401.640000 sec): 3 clusters
  Score: Raw -127380.777215 + Penalty 3350.283633 = -124030.493581
  nChanged 4
		SP:Iteration 8Q (7401.640000 sec): 3 clusters
  Score: Raw -127386.461215 + Penalty 3350.283633 = -124036.177582
  nChanged 4
		SP:Iteration 9Q (7401.650000 sec): 3 clusters
  Score: Raw -127393.651352 + Penalty 3350.283633 = -124043.367719
  nChanged 5
		SP:Iteration 10Q (7401.650000 sec): 3 clusters
  Score: Raw -127404.243821 + Penalty 3350.283633 = -124053.960188
  nChanged 3
		SP:Iteration 11Q (7401.650000 sec): 3 clusters
  Score: Raw -127408.439280 + Penalty 3350.283633 = -124058.155647
  nChanged 2
		SP:Iteration 12Q (7401.660000 sec): 3 clusters
  Score: Raw -127412.697592 + Penalty 3350.283633 = -124062.413959
  nChanged 3
		SP:Iteration 13Q (7401.660000 sec): 3 clusters
  Score: Raw -127415.281578 + Penalty 3350.283633 = -124064.997944
  nChanged 1
		SP:Iteration 14Q (7401.660000 sec): 3 clusters
  Score: Raw -127415.947726 + Penalty 3350.283633 = -124065.664093
  nChanged 0
		SP:Iteration 15F (7401.660000 sec): 3 clusters
  Score: Raw -127415.947726 + Penalty 3350.283633 = -124065.664093
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7401.670000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7401.670000 sec): 3 clusters
  Score: Raw -33629.451889 + Penalty 2756.186719 = -30873.265170
  nChanged 36
		SP:Iteration 1F (7401.670000 sec): 3 clusters
  Score: Raw -33810.126662 + Penalty 2756.186719 = -31053.939943
  nChanged 12
		SP:Iteration 2Q (7401.670000 sec): 3 clusters
  Score: Raw -33927.638551 + Penalty 2756.186719 = -31171.451832
  nChanged 8
		SP:Iteration 3Q (7401.670000 sec): 3 clusters
  Score: Raw -33959.245368 + Penalty 2756.186719 = -31203.058650
  nChanged 3
		SP:Iteration 4Q (7401.670000 sec): 3 clusters
  Score: Raw -33971.210544 + Penalty 2756.186719 = -31215.023825
  nChanged 1
		SP:Iteration 5Q (7401.670000 sec): 3 clusters
  Score: Raw -33975.665985 + Penalty 2756.186719 = -31219.479267
  nChanged 1
		SP:Iteration 6Q (7401.670000 sec): 3 clusters
  Score: Raw -33980.464323 + Penalty 2756.186719 = -31224.277604
  nChanged 1
		SP:Iteration 7Q (7401.680000 sec): 3 clusters
  Score: Raw -33987.513302 + Penalty 2756.186719 = -31231.326583
  nChanged 0
		SP:Iteration 8F (7401.680000 sec): 3 clusters
  Score: Raw -33987.513302 + Penalty 2756.186719 = -31231.326583
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7401.720000 sec): 2 clusters
  Score: Raw -2055519.275499 + Penalty 2363.519412 = -2053155.756086
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7401.770000 sec): 3 clusters
  Score: Raw -2047817.930863 + Penalty 4727.038825 = -2043090.892038
  nChanged 5865
		SP:Iteration 1F (7401.820000 sec): 3 clusters
  Score: Raw -2050879.203695 + Penalty 4727.038825 = -2046152.164871
  nChanged 859
		SP:Iteration 2F (7401.860000 sec): 3 clusters
  Score: Raw -2051237.444232 + Penalty 4727.038825 = -2046510.405408
  nChanged 671
		SP:Iteration 3Q (7401.910000 sec): 3 clusters
  Score: Raw -2051473.175099 + Penalty 4727.038825 = -2046746.136275
  nChanged 496
		SP:Iteration 4Q (7401.960000 sec): 3 clusters
  Score: Raw -2051650.880055 + Penalty 4727.038825 = -2046923.841231
  nChanged 447
		SP:Iteration 5Q (7402.010000 sec): 3 clusters
  Score: Raw -2051804.691383 + Penalty 4727.038825 = -2047077.652559
  nChanged 408
		SP:Iteration 6Q (7402.050000 sec): 3 clusters
  Score: Raw -2051935.260292 + Penalty 4727.038825 = -2047208.221468
  nChanged 361
		SP:Iteration 7Q (7402.100000 sec): 3 clusters
  Score: Raw -2052053.563068 + Penalty 4727.038825 = -2047326.524243
  nChanged 353
		SP:Iteration 8Q (7402.150000 sec): 3 clusters
  Score: Raw -2052188.420837 + Penalty 4727.038825 = -2047461.382012
  nChanged 378
		SP:Iteration 9Q (7402.200000 sec): 3 clusters
  Score: Raw -2052343.107160 + Penalty 4727.038825 = -2047616.068335
  nChanged 387
		SP:Iteration 10Q (7402.240000 sec): 3 clusters
  Score: Raw -2052517.564777 + Penalty 4727.038825 = -2047790.525952
  nChanged 420
		SP:Iteration 11Q (7402.290000 sec): 3 clusters
  Score: Raw -2052726.846680 + Penalty 4727.038825 = -2047999.807855
  nChanged 487
		SP:Iteration 12Q (7402.340000 sec): 3 clusters
  Score: Raw -2052986.928158 + Penalty 4727.038825 = -2048259.889333
  nChanged 467
		SP:Iteration 13Q (7402.380000 sec): 3 clusters
  Score: Raw -2053261.760089 + Penalty 4727.038825 = -2048534.721265
  nChanged 478
		SP:Iteration 14Q (7402.430000 sec): 3 clusters
  Score: Raw -2053580.264251 + Penalty 4727.038825 = -2048853.225427
  nChanged 522
		SP:Iteration 15Q (7402.480000 sec): 3 clusters
  Score: Raw -2053929.824473 + Penalty 4727.038825 = -2049202.785649
  nChanged 478
		SP:Iteration 16Q (7402.520000 sec): 3 clusters
  Score: Raw -2054254.012003 + Penalty 4727.038825 = -2049526.973179
  nChanged 443
		SP:Iteration 17Q (7402.560000 sec): 3 clusters
  Score: Raw -2054559.037628 + Penalty 4727.038825 = -2049831.998803
  nChanged 355
		SP:Iteration 18Q (7402.610000 sec): 3 clusters
  Score: Raw -2054790.663123 + Penalty 4727.038825 = -2050063.624299
  nChanged 296
		SP:Iteration 19Q (7402.650000 sec): 3 clusters
  Score: Raw -2054981.277593 + Penalty 4727.038825 = -2050254.238768
  nChanged 228
		SP:Iteration 20F (7402.700000 sec): 3 clusters
  Score: Raw -2055118.854506 + Penalty 4727.038825 = -2050391.815682
  nChanged 173
		SP:Iteration 21Q (7402.740000 sec): 3 clusters
  Score: Raw -2055224.054618 + Penalty 4727.038825 = -2050497.015794
  nChanged 178
		SP:Iteration 22Q (7402.780000 sec): 3 clusters
  Score: Raw -2055333.895194 + Penalty 4727.038825 = -2050606.856369
  nChanged 134
		SP:Iteration 23Q (7402.820000 sec): 3 clusters
  Score: Raw -2055419.476724 + Penalty 4727.038825 = -2050692.437899
  nChanged 115
		SP:Iteration 24Q (7402.850000 sec): 3 clusters
  Score: Raw -2055486.381160 + Penalty 4727.038825 = -2050759.342336
  nChanged 99
		SP:Iteration 25Q (7402.890000 sec): 3 clusters
  Score: Raw -2055547.085896 + Penalty 4727.038825 = -2050820.047072
  nChanged 87
		SP:Iteration 26Q (7402.930000 sec): 3 clusters
  Score: Raw -2055603.900194 + Penalty 4727.038825 = -2050876.861369
  nChanged 65
		SP:Iteration 27Q (7402.960000 sec): 3 clusters
  Score: Raw -2055648.450003 + Penalty 4727.038825 = -2050921.411178
  nChanged 46
		SP:Iteration 28Q (7403.000000 sec): 3 clusters
  Score: Raw -2055675.763777 + Penalty 4727.038825 = -2050948.724952
  nChanged 34
		SP:Iteration 29Q (7403.040000 sec): 3 clusters
  Score: Raw -2055696.521360 + Penalty 4727.038825 = -2050969.482535
  nChanged 27
		SP:Iteration 30Q (7403.080000 sec): 3 clusters
  Score: Raw -2055710.403137 + Penalty 4727.038825 = -2050983.364313
  nChanged 22
		SP:Iteration 31Q (7403.110000 sec): 3 clusters
  Score: Raw -2055723.396605 + Penalty 4727.038825 = -2050996.357781
  nChanged 13
		SP:Iteration 32Q (7403.150000 sec): 3 clusters
  Score: Raw -2055731.906103 + Penalty 4727.038825 = -2051004.867278
  nChanged 20
		SP:Iteration 33Q (7403.180000 sec): 3 clusters
  Score: Raw -2055740.506922 + Penalty 4727.038825 = -2051013.468097
  nChanged 14
		SP:Iteration 34Q (7403.220000 sec): 3 clusters
  Score: Raw -2055750.721716 + Penalty 4727.038825 = -2051023.682891
  nChanged 16
		SP:Iteration 35Q (7403.250000 sec): 3 clusters
  Score: Raw -2055760.875123 + Penalty 4727.038825 = -2051033.836299
  nChanged 11
		SP:Iteration 36Q (7403.290000 sec): 3 clusters
  Score: Raw -2055767.779528 + Penalty 4727.038825 = -2051040.740704
  nChanged 9
		SP:Iteration 37Q (7403.320000 sec): 3 clusters
  Score: Raw -2055773.751081 + Penalty 4727.038825 = -2051046.712256
  nChanged 6
		SP:Iteration 38Q (7403.360000 sec): 3 clusters
  Score: Raw -2055776.592246 + Penalty 4727.038825 = -2051049.553422
  nChanged 5
		SP:Iteration 39Q (7403.400000 sec): 3 clusters
  Score: Raw -2055778.151187 + Penalty 4727.038825 = -2051051.112362
  nChanged 3
		SP:Iteration 40F (7403.440000 sec): 3 clusters
  Score: Raw -2055779.457554 + Penalty 4727.038825 = -2051052.418729
  nChanged 1
		SP:Iteration 41Q (7403.480000 sec): 3 clusters
  Score: Raw -2055780.184401 + Penalty 4727.038825 = -2051053.145576
  nChanged 1
		SP:Iteration 42Q (7403.510000 sec): 3 clusters
  Score: Raw -2055780.900659 + Penalty 4727.038825 = -2051053.861834
  nChanged 0
		SP:Iteration 43F (7403.560000 sec): 3 clusters
  Score: Raw -2055780.900659 + Penalty 4727.038825 = -2051053.861834
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7403.780000 sec): 2 clusters
  Score: Raw -10201492.613861 + Penalty 2765.898383 = -10198726.715479
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7404.020000 sec): 3 clusters
  Score: Raw -10157386.111365 + Penalty 5531.796765 = -10151854.314600
  nChanged 32620
		SP:Iteration 1F (7404.260000 sec): 3 clusters
  Score: Raw -10175500.827218 + Penalty 5531.796765 = -10169969.030453
  nChanged 2372
		SP:Iteration 2Q (7404.520000 sec): 3 clusters
  Score: Raw -10176069.651286 + Penalty 5531.796765 = -10170537.854521
  nChanged 2380
		SP:Iteration 3Q (7404.760000 sec): 3 clusters
  Score: Raw -10176663.464722 + Penalty 5531.796765 = -10171131.667957
  nChanged 2439
		SP:Iteration 4Q (7405.010000 sec): 3 clusters
  Score: Raw -10177322.006745 + Penalty 5531.796765 = -10171790.209980
  nChanged 2595
		SP:Iteration 5Q (7405.260000 sec): 3 clusters
  Score: Raw -10178092.729463 + Penalty 5531.796765 = -10172560.932698
  nChanged 2819
		SP:Iteration 6Q (7405.510000 sec): 3 clusters
  Score: Raw -10179019.101902 + Penalty 5531.796765 = -10173487.305137
  nChanged 3160
		SP:Iteration 7Q (7405.760000 sec): 3 clusters
  Score: Raw -10180235.881488 + Penalty 5531.796765 = -10174704.084723
  nChanged 3477
		SP:Iteration 8Q (7406.000000 sec): 3 clusters
  Score: Raw -10181695.212723 + Penalty 5531.796765 = -10176163.415958
  nChanged 3650
		SP:Iteration 9F (7406.250000 sec): 3 clusters
  Score: Raw -10183362.720946 + Penalty 5531.796765 = -10177830.924181
  nChanged 3660
		SP:Iteration 10F (7406.490000 sec): 3 clusters
  Score: Raw -10185133.344729 + Penalty 5531.796765 = -10179601.547964
  nChanged 3662
		SP:Iteration 11F (7406.730000 sec): 3 clusters
  Score: Raw -10187020.140733 + Penalty 5531.796765 = -10181488.343968
  nChanged 3479
		SP:Iteration 12Q (7406.980000 sec): 3 clusters
  Score: Raw -10189001.040122 + Penalty 5531.796765 = -10183469.243357
  nChanged 3535
		SP:Iteration 13F (7407.220000 sec): 3 clusters
  Score: Raw -10191305.099065 + Penalty 5531.796765 = -10185773.302300
  nChanged 3443
		SP:Iteration 14Q (7407.470000 sec): 3 clusters
  Score: Raw -10193868.740849 + Penalty 5531.796765 = -10188336.944084
  nChanged 3135
		SP:Iteration 15Q (7407.720000 sec): 3 clusters
  Score: Raw -10196451.066676 + Penalty 5531.796765 = -10190919.269911
  nChanged 2550
		SP:Iteration 16Q (7407.960000 sec): 3 clusters
  Score: Raw -10198705.276147 + Penalty 5531.796765 = -10193173.479382
  nChanged 1733
		SP:Iteration 17Q (7408.200000 sec): 3 clusters
  Score: Raw -10200287.139382 + Penalty 5531.796765 = -10194755.342617
  nChanged 894
		SP:Iteration 18Q (7408.420000 sec): 3 clusters
  Score: Raw -10201112.618852 + Penalty 5531.796765 = -10195580.822087
  nChanged 371
		SP:Iteration 19Q (7408.620000 sec): 3 clusters
  Score: Raw -10201500.372307 + Penalty 5531.796765 = -10195968.575542
  nChanged 152
		SP:Iteration 20F (7408.860000 sec): 3 clusters
  Score: Raw -10201661.444121 + Penalty 5531.796765 = -10196129.647356
  nChanged 64
		SP:Iteration 21Q (7409.040000 sec): 3 clusters
  Score: Raw -10201728.441493 + Penalty 5531.796765 = -10196196.644728
  nChanged 29
		SP:Iteration 22Q (7409.210000 sec): 3 clusters
  Score: Raw -10201763.551615 + Penalty 5531.796765 = -10196231.754850
  nChanged 17
		SP:Iteration 23Q (7409.380000 sec): 3 clusters
  Score: Raw -10201787.207070 + Penalty 5531.796765 = -10196255.410305
  nChanged 12
		SP:Iteration 24Q (7409.550000 sec): 3 clusters
  Score: Raw -10201807.773223 + Penalty 5531.796765 = -10196275.976458
  nChanged 13
		SP:Iteration 25Q (7409.720000 sec): 3 clusters
  Score: Raw -10201825.092850 + Penalty 5531.796765 = -10196293.296085
  nChanged 17
		SP:Iteration 26Q (7409.890000 sec): 3 clusters
  Score: Raw -10201842.108965 + Penalty 5531.796765 = -10196310.312200
  nChanged 10
		SP:Iteration 27Q (7410.060000 sec): 3 clusters
  Score: Raw -10201853.347467 + Penalty 5531.796765 = -10196321.550702
  nChanged 5
		SP:Iteration 28Q (7410.240000 sec): 3 clusters
  Score: Raw -10201861.735399 + Penalty 5531.796765 = -10196329.938634
  nChanged 7
		SP:Iteration 29Q (7410.400000 sec): 3 clusters
  Score: Raw -10201873.120571 + Penalty 5531.796765 = -10196341.323806
  nChanged 4
		SP:Iteration 30Q (7410.570000 sec): 3 clusters
  Score: Raw -10201878.454774 + Penalty 5531.796765 = -10196346.658009
  nChanged 5
		SP:Iteration 31Q (7410.740000 sec): 3 clusters
  Score: Raw -10201882.895076 + Penalty 5531.796765 = -10196351.098311
  nChanged 2
		SP:Iteration 32Q (7410.910000 sec): 3 clusters
  Score: Raw -10201884.916953 + Penalty 5531.796765 = -10196353.120188
  nChanged 4
		SP:Iteration 33Q (7411.080000 sec): 3 clusters
  Score: Raw -10201890.568714 + Penalty 5531.796765 = -10196358.771949
  nChanged 1
		SP:Iteration 34Q (7411.250000 sec): 3 clusters
  Score: Raw -10201891.634990 + Penalty 5531.796765 = -10196359.838225
  nChanged 1
		SP:Iteration 35Q (7411.420000 sec): 3 clusters
  Score: Raw -10201892.380393 + Penalty 5531.796765 = -10196360.583628
  nChanged 0
		SP:Iteration 36F (7411.660000 sec): 3 clusters
  Score: Raw -10201892.380393 + Penalty 5531.796765 = -10196360.583628
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7411.690000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7411.700000 sec): 3 clusters
  Score: Raw -385295.526933 + Penalty 3923.652944 = -381371.873989
  nChanged 893
		SP:Iteration 1F (7411.710000 sec): 3 clusters
  Score: Raw -385867.582007 + Penalty 3923.652944 = -381943.929064
  nChanged 174
		SP:Iteration 2F (7411.720000 sec): 3 clusters
  Score: Raw -385998.667248 + Penalty 3923.652944 = -382075.014304
  nChanged 114
		SP:Iteration 3Q (7411.730000 sec): 3 clusters
  Score: Raw -386082.281085 + Penalty 3923.652944 = -382158.628141
  nChanged 92
		SP:Iteration 4Q (7411.740000 sec): 3 clusters
  Score: Raw -386142.389297 + Penalty 3923.652944 = -382218.736353
  nChanged 60
		SP:Iteration 5Q (7411.740000 sec): 3 clusters
  Score: Raw -386174.866821 + Penalty 3923.652944 = -382251.213877
  nChanged 37
		SP:Iteration 6Q (7411.760000 sec): 3 clusters
  Score: Raw -386201.210833 + Penalty 3923.652944 = -382277.557890
  nChanged 37
		SP:Iteration 7Q (7411.760000 sec): 3 clusters
  Score: Raw -386220.623673 + Penalty 3923.652944 = -382296.970729
  nChanged 31
		SP:Iteration 8Q (7411.770000 sec): 3 clusters
  Score: Raw -386234.100846 + Penalty 3923.652944 = -382310.447902
  nChanged 19
		SP:Iteration 9Q (7411.780000 sec): 3 clusters
  Score: Raw -386243.288833 + Penalty 3923.652944 = -382319.635889
  nChanged 11
		SP:Iteration 10Q (7411.790000 sec): 3 clusters
  Score: Raw -386248.596244 + Penalty 3923.652944 = -382324.943301
  nChanged 10
		SP:Iteration 11Q (7411.800000 sec): 3 clusters
  Score: Raw -386252.000458 + Penalty 3923.652944 = -382328.347514
  nChanged 4
		SP:Iteration 12Q (7411.810000 sec): 3 clusters
  Score: Raw -386254.189225 + Penalty 3923.652944 = -382330.536281
  nChanged 6
		SP:Iteration 13Q (7411.820000 sec): 3 clusters
  Score: Raw -386256.689719 + Penalty 3923.652944 = -382333.036775
  nChanged 4
		SP:Iteration 14Q (7411.830000 sec): 3 clusters
  Score: Raw -386258.446100 + Penalty 3923.652944 = -382334.793157
  nChanged 2
		SP:Iteration 15Q (7411.840000 sec): 3 clusters
  Score: Raw -386260.494710 + Penalty 3923.652944 = -382336.841766
  nChanged 4
		SP:Iteration 16Q (7411.840000 sec): 3 clusters
  Score: Raw -386262.781354 + Penalty 3923.652944 = -382339.128410
  nChanged 5
		SP:Iteration 17Q (7411.860000 sec): 3 clusters
  Score: Raw -386265.317853 + Penalty 3923.652944 = -382341.664909
  nChanged 9
		SP:Iteration 18Q (7411.860000 sec): 3 clusters
  Score: Raw -386269.611351 + Penalty 3923.652944 = -382345.958407
  nChanged 6
		SP:Iteration 19Q (7411.870000 sec): 3 clusters
  Score: Raw -386273.651130 + Penalty 3923.652944 = -382349.998186
  nChanged 6
		SP:Iteration 20F (7411.880000 sec): 3 clusters
  Score: Raw -386276.345677 + Penalty 3923.652944 = -382352.692733
  nChanged 6
		SP:Iteration 21Q (7411.890000 sec): 3 clusters
  Score: Raw -386278.285255 + Penalty 3923.652944 = -382354.632312
  nChanged 6
		SP:Iteration 22Q (7411.900000 sec): 3 clusters
  Score: Raw -386280.903168 + Penalty 3923.652944 = -382357.250224
  nChanged 4
		SP:Iteration 23Q (7411.910000 sec): 3 clusters
  Score: Raw -386282.771490 + Penalty 3923.652944 = -382359.118546
  nChanged 7
		SP:Iteration 24Q (7411.920000 sec): 3 clusters
  Score: Raw -386285.010634 + Penalty 3923.652944 = -382361.357690
  nChanged 1
		SP:Iteration 25Q (7411.930000 sec): 3 clusters
  Score: Raw -386285.354009 + Penalty 3923.652944 = -382361.701066
  nChanged 0
		SP:Iteration 26F (7411.940000 sec): 3 clusters
  Score: Raw -386285.354009 + Penalty 3923.652944 = -382361.701066
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7411.940000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7411.950000 sec): 3 clusters
  Score: Raw -168850.278882 + Penalty 3494.272938 = -165356.005944
  nChanged 302
		SP:Iteration 1F (7411.950000 sec): 3 clusters
  Score: Raw -169143.616171 + Penalty 3494.272938 = -165649.343233
  nChanged 70
		SP:Iteration 2F (7411.960000 sec): 3 clusters
  Score: Raw -169210.632266 + Penalty 3494.272938 = -165716.359327
  nChanged 32
		SP:Iteration 3Q (7411.960000 sec): 3 clusters
  Score: Raw -169241.158232 + Penalty 3494.272938 = -165746.885294
  nChanged 10
		SP:Iteration 4Q (7411.960000 sec): 3 clusters
  Score: Raw -169251.674219 + Penalty 3494.272938 = -165757.401281
  nChanged 12
		SP:Iteration 5Q (7411.970000 sec): 3 clusters
  Score: Raw -169262.434487 + Penalty 3494.272938 = -165768.161549
  nChanged 5
		SP:Iteration 6Q (7411.970000 sec): 3 clusters
  Score: Raw -169266.968930 + Penalty 3494.272938 = -165772.695992
  nChanged 2
		SP:Iteration 7Q (7411.980000 sec): 3 clusters
  Score: Raw -169268.235345 + Penalty 3494.272938 = -165773.962407
  nChanged 1
		SP:Iteration 8Q (7411.980000 sec): 3 clusters
  Score: Raw -169269.364802 + Penalty 3494.272938 = -165775.091864
  nChanged 1
		SP:Iteration 9Q (7411.980000 sec): 3 clusters
  Score: Raw -169270.472169 + Penalty 3494.272938 = -165776.199231
  nChanged 0
		SP:Iteration 10F (7411.990000 sec): 3 clusters
  Score: Raw -169270.472169 + Penalty 3494.272938 = -165776.199231
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7412.000000 sec): 2 clusters
  Score: Raw -257203.131277 + Penalty 1864.614590 = -255338.516687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7412.000000 sec): 3 clusters
  Score: Raw -256703.172306 + Penalty 3729.229180 = -252973.943126
  nChanged 583
		SP:Iteration 1F (7412.010000 sec): 3 clusters
  Score: Raw -257331.157492 + Penalty 3729.229180 = -253601.928313
  nChanged 171
		SP:Iteration 2F (7412.010000 sec): 3 clusters
  Score: Raw -257531.985930 + Penalty 3729.229180 = -253802.756751
  nChanged 104
		SP:Iteration 3F (7412.020000 sec): 3 clusters
  Score: Raw -257656.937809 + Penalty 3729.229180 = -253927.708629
  nChanged 78
		SP:Iteration 4Q (7412.020000 sec): 3 clusters
  Score: Raw -257725.672856 + Penalty 3729.229180 = -253996.443676
  nChanged 45
		SP:Iteration 5Q (7412.030000 sec): 3 clusters
  Score: Raw -257787.972190 + Penalty 3729.229180 = -254058.743010
  nChanged 46
		SP:Iteration 6Q (7412.040000 sec): 3 clusters
  Score: Raw -257888.985157 + Penalty 3729.229180 = -254159.755977
  nChanged 42
		SP:Iteration 7Q (7412.040000 sec): 3 clusters
  Score: Raw -257985.824192 + Penalty 3729.229180 = -254256.595013
  nChanged 32
		SP:Iteration 8Q (7412.050000 sec): 3 clusters
  Score: Raw -258038.692762 + Penalty 3729.229180 = -254309.463582
  nChanged 19
		SP:Iteration 9Q (7412.060000 sec): 3 clusters
  Score: Raw -258068.315079 + Penalty 3729.229180 = -254339.085899
  nChanged 19
		SP:Iteration 10Q (7412.060000 sec): 3 clusters
  Score: Raw -258085.301981 + Penalty 3729.229180 = -254356.072802
  nChanged 12
		SP:Iteration 11Q (7412.070000 sec): 3 clusters
  Score: Raw -258095.545277 + Penalty 3729.229180 = -254366.316097
  nChanged 10
		SP:Iteration 12Q (7412.070000 sec): 3 clusters
  Score: Raw -258103.508105 + Penalty 3729.229180 = -254374.278926
  nChanged 6
		SP:Iteration 13Q (7412.080000 sec): 3 clusters
  Score: Raw -258110.721011 + Penalty 3729.229180 = -254381.491831
  nChanged 9
		SP:Iteration 14Q (7412.080000 sec): 3 clusters
  Score: Raw -258115.189453 + Penalty 3729.229180 = -254385.960274
  nChanged 3
		SP:Iteration 15Q (7412.090000 sec): 3 clusters
  Score: Raw -258116.564053 + Penalty 3729.229180 = -254387.334874
  nChanged 2
		SP:Iteration 16Q (7412.100000 sec): 3 clusters
  Score: Raw -258117.567142 + Penalty 3729.229180 = -254388.337963
  nChanged 2
		SP:Iteration 17Q (7412.100000 sec): 3 clusters
  Score: Raw -258118.710646 + Penalty 3729.229180 = -254389.481466
  nChanged 3
		SP:Iteration 18Q (7412.110000 sec): 3 clusters
  Score: Raw -258120.535995 + Penalty 3729.229180 = -254391.306815
  nChanged 0
		SP:Iteration 19F (7412.120000 sec): 3 clusters
  Score: Raw -258120.535995 + Penalty 3729.229180 = -254391.306815
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7412.150000 sec): 2 clusters
  Score: Raw -1667290.254940 + Penalty 2305.786630 = -1664984.468310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7412.190000 sec): 3 clusters
  Score: Raw -1661406.633680 + Penalty 4611.573260 = -1656795.060420
  nChanged 4545
		SP:Iteration 1F (7412.220000 sec): 3 clusters
  Score: Raw -1663735.207286 + Penalty 4611.573260 = -1659123.634026
  nChanged 630
		SP:Iteration 2F (7412.260000 sec): 3 clusters
  Score: Raw -1663994.073554 + Penalty 4611.573260 = -1659382.500294
  nChanged 471
		SP:Iteration 3Q (7412.300000 sec): 3 clusters
  Score: Raw -1664162.381825 + Penalty 4611.573260 = -1659550.808566
  nChanged 391
		SP:Iteration 4Q (7412.340000 sec): 3 clusters
  Score: Raw -1664310.854540 + Penalty 4611.573260 = -1659699.281280
  nChanged 350
		SP:Iteration 5Q (7412.370000 sec): 3 clusters
  Score: Raw -1664432.573935 + Penalty 4611.573260 = -1659821.000675
  nChanged 324
		SP:Iteration 6Q (7412.410000 sec): 3 clusters
  Score: Raw -1664564.282972 + Penalty 4611.573260 = -1659952.709712
  nChanged 348
		SP:Iteration 7Q (7412.450000 sec): 3 clusters
  Score: Raw -1664696.886319 + Penalty 4611.573260 = -1660085.313059
  nChanged 329
		SP:Iteration 8Q (7412.480000 sec): 3 clusters
  Score: Raw -1664827.393106 + Penalty 4611.573260 = -1660215.819846
  nChanged 341
		SP:Iteration 9Q (7412.520000 sec): 3 clusters
  Score: Raw -1664975.524840 + Penalty 4611.573260 = -1660363.951580
  nChanged 406
		SP:Iteration 10Q (7412.560000 sec): 3 clusters
  Score: Raw -1665171.056070 + Penalty 4611.573260 = -1660559.482811
  nChanged 396
		SP:Iteration 11Q (7412.600000 sec): 3 clusters
  Score: Raw -1665363.873011 + Penalty 4611.573260 = -1660752.299751
  nChanged 397
		SP:Iteration 12Q (7412.630000 sec): 3 clusters
  Score: Raw -1665583.705070 + Penalty 4611.573260 = -1660972.131810
  nChanged 428
		SP:Iteration 13Q (7412.670000 sec): 3 clusters
  Score: Raw -1665823.241997 + Penalty 4611.573260 = -1661211.668737
  nChanged 395
		SP:Iteration 14Q (7412.710000 sec): 3 clusters
  Score: Raw -1666050.561688 + Penalty 4611.573260 = -1661438.988428
  nChanged 374
		SP:Iteration 15Q (7412.740000 sec): 3 clusters
  Score: Raw -1666298.412618 + Penalty 4611.573260 = -1661686.839358
  nChanged 387
		SP:Iteration 16Q (7412.780000 sec): 3 clusters
  Score: Raw -1666560.401943 + Penalty 4611.573260 = -1661948.828683
  nChanged 332
		SP:Iteration 17Q (7412.820000 sec): 3 clusters
  Score: Raw -1666800.946768 + Penalty 4611.573260 = -1662189.373508
  nChanged 306
		SP:Iteration 18Q (7412.850000 sec): 3 clusters
  Score: Raw -1667024.313648 + Penalty 4611.573260 = -1662412.740388
  nChanged 244
		SP:Iteration 19Q (7412.890000 sec): 3 clusters
  Score: Raw -1667199.969459 + Penalty 4611.573260 = -1662588.396199
  nChanged 160
		SP:Iteration 20F (7412.920000 sec): 3 clusters
  Score: Raw -1667305.652883 + Penalty 4611.573260 = -1662694.079623
  nChanged 125
		SP:Iteration 21Q (7412.960000 sec): 3 clusters
  Score: Raw -1667395.370455 + Penalty 4611.573260 = -1662783.797195
  nChanged 99
		SP:Iteration 22Q (7413.000000 sec): 3 clusters
  Score: Raw -1667472.847917 + Penalty 4611.573260 = -1662861.274657
  nChanged 78
		SP:Iteration 23Q (7413.030000 sec): 3 clusters
  Score: Raw -1667535.278390 + Penalty 4611.573260 = -1662923.705130
  nChanged 55
		SP:Iteration 24Q (7413.060000 sec): 3 clusters
  Score: Raw -1667568.554998 + Penalty 4611.573260 = -1662956.981738
  nChanged 35
		SP:Iteration 25Q (7413.090000 sec): 3 clusters
  Score: Raw -1667595.762652 + Penalty 4611.573260 = -1662984.189392
  nChanged 25
		SP:Iteration 26Q (7413.120000 sec): 3 clusters
  Score: Raw -1667609.296506 + Penalty 4611.573260 = -1662997.723246
  nChanged 10
		SP:Iteration 27Q (7413.160000 sec): 3 clusters
  Score: Raw -1667616.247858 + Penalty 4611.573260 = -1663004.674598
  nChanged 17
		SP:Iteration 28Q (7413.180000 sec): 3 clusters
  Score: Raw -1667627.167795 + Penalty 4611.573260 = -1663015.594535
  nChanged 11
		SP:Iteration 29Q (7413.220000 sec): 3 clusters
  Score: Raw -1667634.380489 + Penalty 4611.573260 = -1663022.807229
  nChanged 8
		SP:Iteration 30Q (7413.250000 sec): 3 clusters
  Score: Raw -1667640.394636 + Penalty 4611.573260 = -1663028.821376
  nChanged 10
		SP:Iteration 31Q (7413.280000 sec): 3 clusters
  Score: Raw -1667648.544771 + Penalty 4611.573260 = -1663036.971511
  nChanged 8
		SP:Iteration 32Q (7413.310000 sec): 3 clusters
  Score: Raw -1667653.840489 + Penalty 4611.573260 = -1663042.267229
  nChanged 8
		SP:Iteration 33Q (7413.340000 sec): 3 clusters
  Score: Raw -1667658.730300 + Penalty 4611.573260 = -1663047.157040
  nChanged 3
		SP:Iteration 34Q (7413.370000 sec): 3 clusters
  Score: Raw -1667660.742212 + Penalty 4611.573260 = -1663049.168953
  nChanged 1
		SP:Iteration 35Q (7413.400000 sec): 3 clusters
  Score: Raw -1667661.515371 + Penalty 4611.573260 = -1663049.942111
  nChanged 2
		SP:Iteration 36Q (7413.430000 sec): 3 clusters
  Score: Raw -1667663.468130 + Penalty 4611.573260 = -1663051.894870
  nChanged 4
		SP:Iteration 37Q (7413.460000 sec): 3 clusters
  Score: Raw -1667666.840442 + Penalty 4611.573260 = -1663055.267182
  nChanged 3
		SP:Iteration 38Q (7413.490000 sec): 3 clusters
  Score: Raw -1667670.294944 + Penalty 4611.573260 = -1663058.721684
  nChanged 5
		SP:Iteration 39Q (7413.520000 sec): 3 clusters
  Score: Raw -1667674.407662 + Penalty 4611.573260 = -1663062.834402
  nChanged 2
		SP:Iteration 40F (7413.560000 sec): 3 clusters
  Score: Raw -1667674.993855 + Penalty 4611.573260 = -1663063.420596
  nChanged 1
		SP:Iteration 41Q (7413.580000 sec): 3 clusters
  Score: Raw -1667675.697625 + Penalty 4611.573260 = -1663064.124365
  nChanged 2
		SP:Iteration 42Q (7413.620000 sec): 3 clusters
  Score: Raw -1667676.896717 + Penalty 4611.573260 = -1663065.323457
  nChanged 3
		SP:Iteration 43Q (7413.640000 sec): 3 clusters
  Score: Raw -1667678.258801 + Penalty 4611.573260 = -1663066.685541
  nChanged 1
		SP:Iteration 44Q (7413.680000 sec): 3 clusters
  Score: Raw -1667678.459407 + Penalty 4611.573260 = -1663066.886147
  nChanged 0
		SP:Iteration 45F (7413.710000 sec): 3 clusters
  Score: Raw -1667678.459407 + Penalty 4611.573260 = -1663066.886147
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7413.760000 sec): 2 clusters
  Score: Raw -1983829.703091 + Penalty 2369.392247 = -1981460.310844
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7413.810000 sec): 3 clusters
  Score: Raw -1975905.773820 + Penalty 4738.784494 = -1971166.989326
  nChanged 6034
		SP:Iteration 1F (7413.860000 sec): 3 clusters
  Score: Raw -1978985.633075 + Penalty 4738.784494 = -1974246.848581
  nChanged 835
		SP:Iteration 2F (7413.900000 sec): 3 clusters
  Score: Raw -1979337.208720 + Penalty 4738.784494 = -1974598.424226
  nChanged 726
		SP:Iteration 3F (7413.950000 sec): 3 clusters
  Score: Raw -1979630.127681 + Penalty 4738.784494 = -1974891.343187
  nChanged 603
		SP:Iteration 4Q (7414.000000 sec): 3 clusters
  Score: Raw -1979871.857141 + Penalty 4738.784494 = -1975133.072648
  nChanged 563
		SP:Iteration 5Q (7414.050000 sec): 3 clusters
  Score: Raw -1980112.620914 + Penalty 4738.784494 = -1975373.836420
  nChanged 532
		SP:Iteration 6Q (7414.090000 sec): 3 clusters
  Score: Raw -1980359.892382 + Penalty 4738.784494 = -1975621.107888
  nChanged 526
		SP:Iteration 7Q (7414.140000 sec): 3 clusters
  Score: Raw -1980642.573554 + Penalty 4738.784494 = -1975903.789061
  nChanged 568
		SP:Iteration 8Q (7414.190000 sec): 3 clusters
  Score: Raw -1980979.132793 + Penalty 4738.784494 = -1976240.348299
  nChanged 624
		SP:Iteration 9Q (7414.240000 sec): 3 clusters
  Score: Raw -1981388.393436 + Penalty 4738.784494 = -1976649.608942
  nChanged 704
		SP:Iteration 10Q (7414.280000 sec): 3 clusters
  Score: Raw -1981920.575633 + Penalty 4738.784494 = -1977181.791139
  nChanged 725
		SP:Iteration 11F (7414.330000 sec): 3 clusters
  Score: Raw -1982499.794379 + Penalty 4738.784494 = -1977761.009885
  nChanged 622
		SP:Iteration 12Q (7414.380000 sec): 3 clusters
  Score: Raw -1983022.735586 + Penalty 4738.784494 = -1978283.951092
  nChanged 474
		SP:Iteration 13Q (7414.420000 sec): 3 clusters
  Score: Raw -1983422.385867 + Penalty 4738.784494 = -1978683.601374
  nChanged 333
		SP:Iteration 14Q (7414.460000 sec): 3 clusters
  Score: Raw -1983728.482439 + Penalty 4738.784494 = -1978989.697945
  nChanged 217
		SP:Iteration 15Q (7414.500000 sec): 3 clusters
  Score: Raw -1983927.741065 + Penalty 4738.784494 = -1979188.956571
  nChanged 125
		SP:Iteration 16Q (7414.540000 sec): 3 clusters
  Score: Raw -1984030.850149 + Penalty 4738.784494 = -1979292.065655
  nChanged 105
		SP:Iteration 17Q (7414.580000 sec): 3 clusters
  Score: Raw -1984115.777748 + Penalty 4738.784494 = -1979376.993254
  nChanged 70
		SP:Iteration 18Q (7414.620000 sec): 3 clusters
  Score: Raw -1984172.386231 + Penalty 4738.784494 = -1979433.601737
  nChanged 50
		SP:Iteration 19Q (7414.660000 sec): 3 clusters
  Score: Raw -1984215.800409 + Penalty 4738.784494 = -1979477.015915
  nChanged 31
		SP:Iteration 20F (7414.700000 sec): 3 clusters
  Score: Raw -1984246.424853 + Penalty 4738.784494 = -1979507.640359
  nChanged 26
		SP:Iteration 21Q (7414.740000 sec): 3 clusters
  Score: Raw -1984267.318820 + Penalty 4738.784494 = -1979528.534326
  nChanged 14
		SP:Iteration 22Q (7414.780000 sec): 3 clusters
  Score: Raw -1984277.623227 + Penalty 4738.784494 = -1979538.838733
  nChanged 10
		SP:Iteration 23Q (7414.810000 sec): 3 clusters
  Score: Raw -1984283.917849 + Penalty 4738.784494 = -1979545.133355
  nChanged 5
		SP:Iteration 24Q (7414.840000 sec): 3 clusters
  Score: Raw -1984289.462842 + Penalty 4738.784494 = -1979550.678348
  nChanged 4
		SP:Iteration 25Q (7414.880000 sec): 3 clusters
  Score: Raw -1984292.084188 + Penalty 4738.784494 = -1979553.299694
  nChanged 4
		SP:Iteration 26Q (7414.920000 sec): 3 clusters
  Score: Raw -1984295.385482 + Penalty 4738.784494 = -1979556.600988
  nChanged 2
		SP:Iteration 27Q (7414.950000 sec): 3 clusters
  Score: Raw -1984297.299786 + Penalty 4738.784494 = -1979558.515292
  nChanged 2
		SP:Iteration 28Q (7414.990000 sec): 3 clusters
  Score: Raw -1984298.122592 + Penalty 4738.784494 = -1979559.338098
  nChanged 1
		SP:Iteration 29Q (7415.020000 sec): 3 clusters
  Score: Raw -1984298.627369 + Penalty 4738.784494 = -1979559.842875
  nChanged 0
		SP:Iteration 30F (7415.070000 sec): 3 clusters
  Score: Raw -1984298.627369 + Penalty 4738.784494 = -1979559.842875
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7415.090000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7415.090000 sec): 3 clusters
  Score: Raw -73199.869804 + Penalty 3074.445443 = -70125.424360
  nChanged 93
		SP:Iteration 1F (7415.090000 sec): 3 clusters
  Score: Raw -73378.030615 + Penalty 3074.445443 = -70303.585172
  nChanged 22
		SP:Iteration 2Q (7415.090000 sec): 3 clusters
  Score: Raw -73426.351005 + Penalty 3074.445443 = -70351.905561
  nChanged 10
		SP:Iteration 3Q (7415.090000 sec): 3 clusters
  Score: Raw -73447.738137 + Penalty 3074.445443 = -70373.292694
  nChanged 1
		SP:Iteration 4Q (7415.090000 sec): 3 clusters
  Score: Raw -73448.676940 + Penalty 3074.445443 = -70374.231497
  nChanged 0
		SP:Iteration 5F (7415.090000 sec): 3 clusters
  Score: Raw -73448.676940 + Penalty 3074.445443 = -70374.231497
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7415.100000 sec): 2 clusters
  Score: Raw -311076.517204 + Penalty 1906.623297 = -309169.893907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7415.110000 sec): 3 clusters
  Score: Raw -310225.452283 + Penalty 3813.246595 = -306412.205688
  nChanged 722
		SP:Iteration 1F (7415.120000 sec): 3 clusters
  Score: Raw -310755.886657 + Penalty 3813.246595 = -306942.640062
  nChanged 152
		SP:Iteration 2F (7415.130000 sec): 3 clusters
  Score: Raw -310879.423945 + Penalty 3813.246595 = -307066.177351
  nChanged 87
		SP:Iteration 3Q (7415.130000 sec): 3 clusters
  Score: Raw -310941.523535 + Penalty 3813.246595 = -307128.276940
  nChanged 62
		SP:Iteration 4Q (7415.140000 sec): 3 clusters
  Score: Raw -310986.903661 + Penalty 3813.246595 = -307173.657066
  nChanged 44
		SP:Iteration 5Q (7415.150000 sec): 3 clusters
  Score: Raw -311020.896324 + Penalty 3813.246595 = -307207.649729
  nChanged 39
		SP:Iteration 6Q (7415.160000 sec): 3 clusters
  Score: Raw -311053.485652 + Penalty 3813.246595 = -307240.239057
  nChanged 37
		SP:Iteration 7Q (7415.160000 sec): 3 clusters
  Score: Raw -311079.799324 + Penalty 3813.246595 = -307266.552729
  nChanged 26
		SP:Iteration 8Q (7415.170000 sec): 3 clusters
  Score: Raw -311097.237138 + Penalty 3813.246595 = -307283.990544
  nChanged 25
		SP:Iteration 9Q (7415.180000 sec): 3 clusters
  Score: Raw -311113.068151 + Penalty 3813.246595 = -307299.821556
  nChanged 16
		SP:Iteration 10Q (7415.190000 sec): 3 clusters
  Score: Raw -311121.989862 + Penalty 3813.246595 = -307308.743268
  nChanged 8
		SP:Iteration 11Q (7415.190000 sec): 3 clusters
  Score: Raw -311126.638560 + Penalty 3813.246595 = -307313.391966
  nChanged 5
		SP:Iteration 12Q (7415.200000 sec): 3 clusters
  Score: Raw -311129.146097 + Penalty 3813.246595 = -307315.899503
  nChanged 4
		SP:Iteration 13Q (7415.210000 sec): 3 clusters
  Score: Raw -311131.399016 + Penalty 3813.246595 = -307318.152421
  nChanged 6
		SP:Iteration 14Q (7415.210000 sec): 3 clusters
  Score: Raw -311134.595614 + Penalty 3813.246595 = -307321.349019
  nChanged 2
		SP:Iteration 15Q (7415.220000 sec): 3 clusters
  Score: Raw -311136.669088 + Penalty 3813.246595 = -307323.422494
  nChanged 4
		SP:Iteration 16Q (7415.230000 sec): 3 clusters
  Score: Raw -311138.207065 + Penalty 3813.246595 = -307324.960470
  nChanged 1
		SP:Iteration 17Q (7415.240000 sec): 3 clusters
  Score: Raw -311138.595974 + Penalty 3813.246595 = -307325.349379
  nChanged 2
		SP:Iteration 18Q (7415.250000 sec): 3 clusters
  Score: Raw -311139.824211 + Penalty 3813.246595 = -307326.577616
  nChanged 3
		SP:Iteration 19Q (7415.250000 sec): 3 clusters
  Score: Raw -311141.279502 + Penalty 3813.246595 = -307328.032908
  nChanged 0
		SP:Iteration 20F (7415.260000 sec): 3 clusters
  Score: Raw -311141.279502 + Penalty 3813.246595 = -307328.032908
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7415.360000 sec): 2 clusters
  Score: Raw -4602218.828069 + Penalty 2568.798938 = -4599650.029131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7415.470000 sec): 3 clusters
  Score: Raw -4583222.705837 + Penalty 5137.597876 = -4578085.107961
  nChanged 14252
		SP:Iteration 1F (7415.590000 sec): 3 clusters
  Score: Raw -4591161.919831 + Penalty 5137.597876 = -4586024.321954
  nChanged 1686
		SP:Iteration 2F (7415.700000 sec): 3 clusters
  Score: Raw -4591947.313389 + Penalty 5137.597876 = -4586809.715513
  nChanged 1787
		SP:Iteration 3F (7415.810000 sec): 3 clusters
  Score: Raw -4592920.839725 + Penalty 5137.597876 = -4587783.241849
  nChanged 1911
		SP:Iteration 4F (7415.920000 sec): 3 clusters
  Score: Raw -4594024.840522 + Penalty 5137.597876 = -4588887.242646
  nChanged 1934
		SP:Iteration 5F (7416.030000 sec): 3 clusters
  Score: Raw -4595269.113133 + Penalty 5137.597876 = -4590131.515257
  nChanged 1971
		SP:Iteration 6F (7416.140000 sec): 3 clusters
  Score: Raw -4596506.530685 + Penalty 5137.597876 = -4591368.932808
  nChanged 1810
		SP:Iteration 7F (7416.250000 sec): 3 clusters
  Score: Raw -4597531.498125 + Penalty 5137.597876 = -4592393.900249
  nChanged 1474
		SP:Iteration 8Q (7416.360000 sec): 3 clusters
  Score: Raw -4598222.900194 + Penalty 5137.597876 = -4593085.302317
  nChanged 1109
		SP:Iteration 9Q (7416.470000 sec): 3 clusters
  Score: Raw -4598593.322852 + Penalty 5137.597876 = -4593455.724975
  nChanged 743
		SP:Iteration 10Q (7416.590000 sec): 3 clusters
  Score: Raw -4598776.580499 + Penalty 5137.597876 = -4593638.982622
  nChanged 500
		SP:Iteration 11Q (7416.700000 sec): 3 clusters
  Score: Raw -4598866.564100 + Penalty 5137.597876 = -4593728.966223
  nChanged 323
		SP:Iteration 12Q (7416.810000 sec): 3 clusters
  Score: Raw -4598912.258886 + Penalty 5137.597876 = -4593774.661009
  nChanged 225
		SP:Iteration 13Q (7416.920000 sec): 3 clusters
  Score: Raw -4598941.786310 + Penalty 5137.597876 = -4593804.188433
  nChanged 188
		SP:Iteration 14Q (7417.030000 sec): 3 clusters
  Score: Raw -4598965.008064 + Penalty 5137.597876 = -4593827.410187
  nChanged 160
		SP:Iteration 15Q (7417.140000 sec): 3 clusters
  Score: Raw -4598982.717668 + Penalty 5137.597876 = -4593845.119791
  nChanged 122
		SP:Iteration 16Q (7417.250000 sec): 3 clusters
  Score: Raw -4598998.019337 + Penalty 5137.597876 = -4593860.421460
  nChanged 130
		SP:Iteration 17Q (7417.360000 sec): 3 clusters
  Score: Raw -4599013.694202 + Penalty 5137.597876 = -4593876.096325
  nChanged 100
		SP:Iteration 18Q (7417.470000 sec): 3 clusters
  Score: Raw -4599023.737787 + Penalty 5137.597876 = -4593886.139910
  nChanged 97
		SP:Iteration 19Q (7417.590000 sec): 3 clusters
  Score: Raw -4599033.503789 + Penalty 5137.597876 = -4593895.905912
  nChanged 82
		SP:Iteration 20F (7417.690000 sec): 3 clusters
  Score: Raw -4599040.961414 + Penalty 5137.597876 = -4593903.363537
  nChanged 81
		SP:Iteration 21Q (7417.810000 sec): 3 clusters
  Score: Raw -4599048.638104 + Penalty 5137.597876 = -4593911.040228
  nChanged 76
		SP:Iteration 22Q (7417.920000 sec): 3 clusters
  Score: Raw -4599055.718916 + Penalty 5137.597876 = -4593918.121040
  nChanged 70
		SP:Iteration 23Q (7418.030000 sec): 3 clusters
  Score: Raw -4599061.791775 + Penalty 5137.597876 = -4593924.193899
  nChanged 76
		SP:Iteration 24Q (7418.140000 sec): 3 clusters
  Score: Raw -4599068.069437 + Penalty 5137.597876 = -4593930.471561
  nChanged 61
		SP:Iteration 25Q (7418.250000 sec): 3 clusters
  Score: Raw -4599073.416153 + Penalty 5137.597876 = -4593935.818277
  nChanged 63
		SP:Iteration 26Q (7418.350000 sec): 3 clusters
  Score: Raw -4599078.731880 + Penalty 5137.597876 = -4593941.134003
  nChanged 59
		SP:Iteration 27Q (7418.460000 sec): 3 clusters
  Score: Raw -4599084.839144 + Penalty 5137.597876 = -4593947.241268
  nChanged 57
		SP:Iteration 28Q (7418.570000 sec): 3 clusters
  Score: Raw -4599091.404932 + Penalty 5137.597876 = -4593953.807056
  nChanged 67
		SP:Iteration 29Q (7418.680000 sec): 3 clusters
  Score: Raw -4599096.394880 + Penalty 5137.597876 = -4593958.797004
  nChanged 60
		SP:Iteration 30Q (7418.780000 sec): 3 clusters
  Score: Raw -4599100.572887 + Penalty 5137.597876 = -4593962.975010
  nChanged 55
		SP:Iteration 31Q (7418.890000 sec): 3 clusters
  Score: Raw -4599104.436438 + Penalty 5137.597876 = -4593966.838561
  nChanged 50
		SP:Iteration 32Q (7419.000000 sec): 3 clusters
  Score: Raw -4599107.658225 + Penalty 5137.597876 = -4593970.060349
  nChanged 53
		SP:Iteration 33Q (7419.110000 sec): 3 clusters
  Score: Raw -4599111.595622 + Penalty 5137.597876 = -4593973.997745
  nChanged 45
		SP:Iteration 34Q (7419.210000 sec): 3 clusters
  Score: Raw -4599114.984071 + Penalty 5137.597876 = -4593977.386195
  nChanged 50
		SP:Iteration 35Q (7419.330000 sec): 3 clusters
  Score: Raw -4599118.203438 + Penalty 5137.597876 = -4593980.605562
  nChanged 43
		SP:Iteration 36Q (7419.430000 sec): 3 clusters
  Score: Raw -4599121.373914 + Penalty 5137.597876 = -4593983.776038
  nChanged 40
		SP:Iteration 37Q (7419.550000 sec): 3 clusters
  Score: Raw -4599123.970605 + Penalty 5137.597876 = -4593986.372729
  nChanged 35
		SP:Iteration 38Q (7419.650000 sec): 3 clusters
  Score: Raw -4599126.508595 + Penalty 5137.597876 = -4593988.910719
  nChanged 34
		SP:Iteration 39Q (7419.760000 sec): 3 clusters
  Score: Raw -4599128.940764 + Penalty 5137.597876 = -4593991.342887
  nChanged 40
		SP:Iteration 40F (7419.870000 sec): 3 clusters
  Score: Raw -4599131.689657 + Penalty 5137.597876 = -4593994.091780
  nChanged 44
		SP:Iteration 41Q (7419.980000 sec): 3 clusters
  Score: Raw -4599134.285086 + Penalty 5137.597876 = -4593996.687210
  nChanged 34
		SP:Iteration 42Q (7420.090000 sec): 3 clusters
  Score: Raw -4599136.748911 + Penalty 5137.597876 = -4593999.151035
  nChanged 34
		SP:Iteration 43Q (7420.200000 sec): 3 clusters
  Score: Raw -4599139.139778 + Penalty 5137.597876 = -4594001.541902
  nChanged 30
		SP:Iteration 44Q (7420.310000 sec): 3 clusters
  Score: Raw -4599140.731791 + Penalty 5137.597876 = -4594003.133915
  nChanged 30
		SP:Iteration 45Q (7420.430000 sec): 3 clusters
  Score: Raw -4599142.294403 + Penalty 5137.597876 = -4594004.696526
  nChanged 28
		SP:Iteration 46Q (7420.540000 sec): 3 clusters
  Score: Raw -4599143.785289 + Penalty 5137.597876 = -4594006.187412
  nChanged 26
		SP:Iteration 47Q (7420.650000 sec): 3 clusters
  Score: Raw -4599145.275669 + Penalty 5137.597876 = -4594007.677793
  nChanged 21
		SP:Iteration 48Q (7420.760000 sec): 3 clusters
  Score: Raw -4599146.337697 + Penalty 5137.597876 = -4594008.739820
  nChanged 14
		SP:Iteration 49Q (7420.870000 sec): 3 clusters
  Score: Raw -4599147.103719 + Penalty 5137.597876 = -4594009.505843
  nChanged 17
		SP:Iteration 50Q (7420.980000 sec): 3 clusters
  Score: Raw -4599148.194831 + Penalty 5137.597876 = -4594010.596955
  nChanged 20
		SP:Iteration 51Q (7421.090000 sec): 3 clusters
  Score: Raw -4599149.395956 + Penalty 5137.597876 = -4594011.798079
  nChanged 18
		SP:Iteration 52Q (7421.210000 sec): 3 clusters
  Score: Raw -4599150.443486 + Penalty 5137.597876 = -4594012.845610
  nChanged 18
		SP:Iteration 53Q (7421.310000 sec): 3 clusters
  Score: Raw -4599151.520327 + Penalty 5137.597876 = -4594013.922450
  nChanged 17
		SP:Iteration 54Q (7421.420000 sec): 3 clusters
  Score: Raw -4599152.448699 + Penalty 5137.597876 = -4594014.850823
  nChanged 16
		SP:Iteration 55Q (7421.530000 sec): 3 clusters
  Score: Raw -4599153.094019 + Penalty 5137.597876 = -4594015.496142
  nChanged 14
		SP:Iteration 56Q (7421.650000 sec): 3 clusters
  Score: Raw -4599153.798622 + Penalty 5137.597876 = -4594016.200745
  nChanged 21
		SP:Iteration 57Q (7421.760000 sec): 3 clusters
  Score: Raw -4599154.934539 + Penalty 5137.597876 = -4594017.336663
  nChanged 16
		SP:Iteration 58Q (7421.870000 sec): 3 clusters
  Score: Raw -4599155.902755 + Penalty 5137.597876 = -4594018.304878
  nChanged 15
		SP:Iteration 59Q (7421.980000 sec): 3 clusters
  Score: Raw -4599156.542429 + Penalty 5137.597876 = -4594018.944552
  nChanged 12
		SP:Iteration 60F (7422.090000 sec): 3 clusters
  Score: Raw -4599156.992897 + Penalty 5137.597876 = -4594019.395021
  nChanged 9
		SP:Iteration 61Q (7422.200000 sec): 3 clusters
  Score: Raw -4599157.449637 + Penalty 5137.597876 = -4594019.851761
  nChanged 11
		SP:Iteration 62Q (7422.310000 sec): 3 clusters
  Score: Raw -4599157.970816 + Penalty 5137.597876 = -4594020.372939
  nChanged 10
		SP:Iteration 63Q (7422.430000 sec): 3 clusters
  Score: Raw -4599158.259735 + Penalty 5137.597876 = -4594020.661859
  nChanged 3
		SP:Iteration 64Q (7422.530000 sec): 3 clusters
  Score: Raw -4599158.397948 + Penalty 5137.597876 = -4594020.800072
  nChanged 6
		SP:Iteration 65Q (7422.650000 sec): 3 clusters
  Score: Raw -4599158.674836 + Penalty 5137.597876 = -4594021.076960
  nChanged 11
		SP:Iteration 66Q (7422.760000 sec): 3 clusters
  Score: Raw -4599159.211350 + Penalty 5137.597876 = -4594021.613474
  nChanged 12
		SP:Iteration 67Q (7422.870000 sec): 3 clusters
  Score: Raw -4599159.899523 + Penalty 5137.597876 = -4594022.301647
  nChanged 13
		SP:Iteration 68Q (7422.980000 sec): 3 clusters
  Score: Raw -4599160.517209 + Penalty 5137.597876 = -4594022.919333
  nChanged 12
		SP:Iteration 69Q (7423.090000 sec): 3 clusters
  Score: Raw -4599161.226558 + Penalty 5137.597876 = -4594023.628681
  nChanged 16
		SP:Iteration 70Q (7423.200000 sec): 3 clusters
  Score: Raw -4599162.039448 + Penalty 5137.597876 = -4594024.441572
  nChanged 16
		SP:Iteration 71Q (7423.310000 sec): 3 clusters
  Score: Raw -4599162.867329 + Penalty 5137.597876 = -4594025.269453
  nChanged 17
		SP:Iteration 72Q (7423.430000 sec): 3 clusters
  Score: Raw -4599163.772342 + Penalty 5137.597876 = -4594026.174466
  nChanged 29
		SP:Iteration 73Q (7423.530000 sec): 3 clusters
  Score: Raw -4599165.269845 + Penalty 5137.597876 = -4594027.671969
  nChanged 19
		SP:Iteration 74Q (7423.650000 sec): 3 clusters
  Score: Raw -4599166.172301 + Penalty 5137.597876 = -4594028.574425
  nChanged 16
		SP:Iteration 75Q (7423.760000 sec): 3 clusters
  Score: Raw -4599166.892555 + Penalty 5137.597876 = -4594029.294679
  nChanged 20
		SP:Iteration 76Q (7423.870000 sec): 3 clusters
  Score: Raw -4599167.747248 + Penalty 5137.597876 = -4594030.149372
  nChanged 18
		SP:Iteration 77Q (7423.980000 sec): 3 clusters
  Score: Raw -4599168.415588 + Penalty 5137.597876 = -4594030.817712
  nChanged 12
		SP:Iteration 78Q (7424.090000 sec): 3 clusters
  Score: Raw -4599168.833476 + Penalty 5137.597876 = -4594031.235600
  nChanged 7
		SP:Iteration 79Q (7424.210000 sec): 3 clusters
  Score: Raw -4599169.044897 + Penalty 5137.597876 = -4594031.447020
  nChanged 7
		SP:Iteration 80F (7424.320000 sec): 3 clusters
  Score: Raw -4599169.363569 + Penalty 5137.597876 = -4594031.765692
  nChanged 10
		SP:Iteration 81Q (7424.430000 sec): 3 clusters
  Score: Raw -4599169.727819 + Penalty 5137.597876 = -4594032.129943
  nChanged 6
		SP:Iteration 82Q (7424.540000 sec): 3 clusters
  Score: Raw -4599169.941929 + Penalty 5137.597876 = -4594032.344052
  nChanged 3
		SP:Iteration 83Q (7424.650000 sec): 3 clusters
  Score: Raw -4599170.112030 + Penalty 5137.597876 = -4594032.514154
  nChanged 4
		SP:Iteration 84Q (7424.760000 sec): 3 clusters
  Score: Raw -4599170.360989 + Penalty 5137.597876 = -4594032.763112
  nChanged 11
		SP:Iteration 85Q (7424.870000 sec): 3 clusters
  Score: Raw -4599170.994740 + Penalty 5137.597876 = -4594033.396863
  nChanged 12
		SP:Iteration 86Q (7424.980000 sec): 3 clusters
  Score: Raw -4599171.642530 + Penalty 5137.597876 = -4594034.044654
  nChanged 14
		SP:Iteration 87Q (7425.090000 sec): 3 clusters
  Score: Raw -4599172.301100 + Penalty 5137.597876 = -4594034.703224
  nChanged 10
		SP:Iteration 88Q (7425.210000 sec): 3 clusters
  Score: Raw -4599172.762859 + Penalty 5137.597876 = -4594035.164983
  nChanged 10
		SP:Iteration 89Q (7425.310000 sec): 3 clusters
  Score: Raw -4599173.224138 + Penalty 5137.597876 = -4594035.626262
  nChanged 8
		SP:Iteration 90Q (7425.420000 sec): 3 clusters
  Score: Raw -4599173.632256 + Penalty 5137.597876 = -4594036.034379
  nChanged 11
		SP:Iteration 91Q (7425.530000 sec): 3 clusters
  Score: Raw -4599174.262091 + Penalty 5137.597876 = -4594036.664214
  nChanged 12
		SP:Iteration 92Q (7425.640000 sec): 3 clusters
  Score: Raw -4599174.788477 + Penalty 5137.597876 = -4594037.190601
  nChanged 8
		SP:Iteration 93Q (7425.750000 sec): 3 clusters
  Score: Raw -4599175.170146 + Penalty 5137.597876 = -4594037.572270
  nChanged 8
		SP:Iteration 94Q (7425.850000 sec): 3 clusters
  Score: Raw -4599175.429743 + Penalty 5137.597876 = -4594037.831866
  nChanged 3
		SP:Iteration 95Q (7425.960000 sec): 3 clusters
  Score: Raw -4599175.568501 + Penalty 5137.597876 = -4594037.970624
  nChanged 4
		SP:Iteration 96Q (7426.070000 sec): 3 clusters
  Score: Raw -4599175.770268 + Penalty 5137.597876 = -4594038.172391
  nChanged 5
		SP:Iteration 97Q (7426.180000 sec): 3 clusters
  Score: Raw -4599175.929371 + Penalty 5137.597876 = -4594038.331495
  nChanged 4
		SP:Iteration 98Q (7426.290000 sec): 3 clusters
  Score: Raw -4599176.069123 + Penalty 5137.597876 = -4594038.471246
  nChanged 8
		SP:Iteration 99Q (7426.390000 sec): 3 clusters
  Score: Raw -4599176.476618 + Penalty 5137.597876 = -4594038.878741
  nChanged 7
		SP:Iteration 100F (7426.510000 sec): 3 clusters
  Score: Raw -4599176.737022 + Penalty 5137.597876 = -4594039.139146
  nChanged 5
		SP:Iteration 101Q (7426.610000 sec): 3 clusters
  Score: Raw -4599176.942235 + Penalty 5137.597876 = -4594039.344359
  nChanged 7
		SP:Iteration 102Q (7426.730000 sec): 3 clusters
  Score: Raw -4599177.324041 + Penalty 5137.597876 = -4594039.726165
  nChanged 11
		SP:Iteration 103Q (7426.830000 sec): 3 clusters
  Score: Raw -4599177.751880 + Penalty 5137.597876 = -4594040.154004
  nChanged 7
		SP:Iteration 104Q (7426.940000 sec): 3 clusters
  Score: Raw -4599178.075924 + Penalty 5137.597876 = -4594040.478047
  nChanged 7
		SP:Iteration 105Q (7427.050000 sec): 3 clusters
  Score: Raw -4599178.353440 + Penalty 5137.597876 = -4594040.755563
  nChanged 8
		SP:Iteration 106Q (7427.160000 sec): 3 clusters
  Score: Raw -4599178.568783 + Penalty 5137.597876 = -4594040.970906
  nChanged 6
		SP:Iteration 107Q (7427.270000 sec): 3 clusters
  Score: Raw -4599178.799958 + Penalty 5137.597876 = -4594041.202081
  nChanged 5
		SP:Iteration 108Q (7427.380000 sec): 3 clusters
  Score: Raw -4599179.142433 + Penalty 5137.597876 = -4594041.544556
  nChanged 7
		SP:Iteration 109Q (7427.490000 sec): 3 clusters
  Score: Raw -4599179.609441 + Penalty 5137.597876 = -4594042.011565
  nChanged 13
		SP:Iteration 110Q (7427.610000 sec): 3 clusters
  Score: Raw -4599180.283854 + Penalty 5137.597876 = -4594042.685978
  nChanged 14
		SP:Iteration 111Q (7427.720000 sec): 3 clusters
  Score: Raw -4599180.885853 + Penalty 5137.597876 = -4594043.287977
  nChanged 11
		SP:Iteration 112Q (7427.830000 sec): 3 clusters
  Score: Raw -4599181.357754 + Penalty 5137.597876 = -4594043.759877
  nChanged 14
		SP:Iteration 113Q (7427.940000 sec): 3 clusters
  Score: Raw -4599182.043780 + Penalty 5137.597876 = -4594044.445904
  nChanged 13
		SP:Iteration 114Q (7428.050000 sec): 3 clusters
  Score: Raw -4599182.817493 + Penalty 5137.597876 = -4594045.219616
  nChanged 19
		SP:Iteration 115Q (7428.160000 sec): 3 clusters
  Score: Raw -4599183.784851 + Penalty 5137.597876 = -4594046.186974
  nChanged 21
		SP:Iteration 116Q (7428.270000 sec): 3 clusters
  Score: Raw -4599184.986050 + Penalty 5137.597876 = -4594047.388174
  nChanged 21
		SP:Iteration 117Q (7428.380000 sec): 3 clusters
  Score: Raw -4599186.142552 + Penalty 5137.597876 = -4594048.544676
  nChanged 30
		SP:Iteration 118Q (7428.490000 sec): 3 clusters
  Score: Raw -4599188.106102 + Penalty 5137.597876 = -4594050.508226
  nChanged 36
		SP:Iteration 119Q (7428.600000 sec): 3 clusters
  Score: Raw -4599190.852590 + Penalty 5137.597876 = -4594053.254713
  nChanged 42
		SP:Iteration 120F (7428.710000 sec): 3 clusters
  Score: Raw -4599193.756284 + Penalty 5137.597876 = -4594056.158408
  nChanged 38
		SP:Iteration 121Q (7428.820000 sec): 3 clusters
  Score: Raw -4599196.972306 + Penalty 5137.597876 = -4594059.374430
  nChanged 52
		SP:Iteration 122Q (7428.930000 sec): 3 clusters
  Score: Raw -4599200.873622 + Penalty 5137.597876 = -4594063.275745
  nChanged 53
		SP:Iteration 123Q (7429.050000 sec): 3 clusters
  Score: Raw -4599205.144208 + Penalty 5137.597876 = -4594067.546331
  nChanged 59
		SP:Iteration 124Q (7429.160000 sec): 3 clusters
  Score: Raw -4599210.168300 + Penalty 5137.597876 = -4594072.570423
  nChanged 69
		SP:Iteration 125Q (7429.270000 sec): 3 clusters
  Score: Raw -4599216.142985 + Penalty 5137.597876 = -4594078.545109
  nChanged 74
		SP:Iteration 126Q (7429.380000 sec): 3 clusters
  Score: Raw -4599222.508628 + Penalty 5137.597876 = -4594084.910751
  nChanged 74
		SP:Iteration 127Q (7429.490000 sec): 3 clusters
  Score: Raw -4599229.166773 + Penalty 5137.597876 = -4594091.568896
  nChanged 95
		SP:Iteration 128Q (7429.600000 sec): 3 clusters
  Score: Raw -4599238.694321 + Penalty 5137.597876 = -4594101.096445
  nChanged 115
		SP:Iteration 129Q (7429.710000 sec): 3 clusters
  Score: Raw -4599250.733421 + Penalty 5137.597876 = -4594113.135544
  nChanged 142
		SP:Iteration 130Q (7429.830000 sec): 3 clusters
  Score: Raw -4599268.227501 + Penalty 5137.597876 = -4594130.629625
  nChanged 154
		SP:Iteration 131Q (7429.940000 sec): 3 clusters
  Score: Raw -4599289.753450 + Penalty 5137.597876 = -4594152.155574
  nChanged 191
		SP:Iteration 132Q (7430.050000 sec): 3 clusters
  Score: Raw -4599318.536793 + Penalty 5137.597876 = -4594180.938916
  nChanged 205
		SP:Iteration 133Q (7430.160000 sec): 3 clusters
  Score: Raw -4599351.983412 + Penalty 5137.597876 = -4594214.385536
  nChanged 225
		SP:Iteration 134Q (7430.270000 sec): 3 clusters
  Score: Raw -4599391.814003 + Penalty 5137.597876 = -4594254.216126
  nChanged 250
		SP:Iteration 135Q (7430.380000 sec): 3 clusters
  Score: Raw -4599440.647574 + Penalty 5137.597876 = -4594303.049698
  nChanged 297
		SP:Iteration 136Q (7430.490000 sec): 3 clusters
  Score: Raw -4599508.170684 + Penalty 5137.597876 = -4594370.572807
  nChanged 325
		SP:Iteration 137Q (7430.600000 sec): 3 clusters
  Score: Raw -4599588.158157 + Penalty 5137.597876 = -4594450.560280
  nChanged 349
		SP:Iteration 138Q (7430.710000 sec): 3 clusters
  Score: Raw -4599680.882217 + Penalty 5137.597876 = -4594543.284341
  nChanged 415
		SP:Iteration 139Q (7430.820000 sec): 3 clusters
  Score: Raw -4599811.038461 + Penalty 5137.597876 = -4594673.440584
  nChanged 468
		SP:Iteration 140F (7430.930000 sec): 3 clusters
  Score: Raw -4599993.509988 + Penalty 5137.597876 = -4594855.912112
  nChanged 519
		SP:Iteration 141Q (7431.040000 sec): 3 clusters
  Score: Raw -4600246.857954 + Penalty 5137.597876 = -4595109.260078
  nChanged 583
		SP:Iteration 142Q (7431.150000 sec): 3 clusters
  Score: Raw -4600646.456340 + Penalty 5137.597876 = -4595508.858464
  nChanged 633
		SP:Iteration 143Q (7431.260000 sec): 3 clusters
  Score: Raw -4601310.348418 + Penalty 5137.597876 = -4596172.750542
  nChanged 608
		SP:Iteration 144Q (7431.370000 sec): 3 clusters
  Score: Raw -4602182.353472 + Penalty 5137.597876 = -4597044.755596
  nChanged 426
		SP:Iteration 145Q (7431.470000 sec): 3 clusters
  Score: Raw -4602647.863153 + Penalty 5137.597876 = -4597510.265276
  nChanged 315
		SP:Iteration 146Q (7431.560000 sec): 3 clusters
  Score: Raw -4602858.651002 + Penalty 5137.597876 = -4597721.053126
  nChanged 255
		SP:Iteration 147Q (7431.650000 sec): 3 clusters
  Score: Raw -4602981.369645 + Penalty 5137.597876 = -4597843.771769
  nChanged 190
		SP:Iteration 148Q (7431.740000 sec): 3 clusters
  Score: Raw -4603053.163145 + Penalty 5137.597876 = -4597915.565269
  nChanged 147
		SP:Iteration 149Q (7431.830000 sec): 3 clusters
  Score: Raw -4603104.122237 + Penalty 5137.597876 = -4597966.524360
  nChanged 112
		SP:Iteration 150Q (7431.910000 sec): 3 clusters
  Score: Raw -4603135.995173 + Penalty 5137.597876 = -4597998.397297
  nChanged 99
		SP:Iteration 151Q (7432.000000 sec): 3 clusters
  Score: Raw -4603161.890673 + Penalty 5137.597876 = -4598024.292797
  nChanged 70
		SP:Iteration 152Q (7432.090000 sec): 3 clusters
  Score: Raw -4603177.598465 + Penalty 5137.597876 = -4598040.000588
  nChanged 54
		SP:Iteration 153Q (7432.170000 sec): 3 clusters
  Score: Raw -4603190.063890 + Penalty 5137.597876 = -4598052.466014
  nChanged 42
		SP:Iteration 154Q (7432.260000 sec): 3 clusters
  Score: Raw -4603198.810209 + Penalty 5137.597876 = -4598061.212333
  nChanged 32
		SP:Iteration 155Q (7432.340000 sec): 3 clusters
  Score: Raw -4603204.132463 + Penalty 5137.597876 = -4598066.534586
  nChanged 23
		SP:Iteration 156Q (7432.430000 sec): 3 clusters
  Score: Raw -4603206.988482 + Penalty 5137.597876 = -4598069.390606
  nChanged 18
		SP:Iteration 157Q (7432.510000 sec): 3 clusters
  Score: Raw -4603209.386817 + Penalty 5137.597876 = -4598071.788941
  nChanged 9
		SP:Iteration 158Q (7432.600000 sec): 3 clusters
  Score: Raw -4603210.705892 + Penalty 5137.597876 = -4598073.108016
  nChanged 10
		SP:Iteration 159Q (7432.680000 sec): 3 clusters
  Score: Raw -4603212.215341 + Penalty 5137.597876 = -4598074.617465
  nChanged 12
		SP:Iteration 160F (7432.790000 sec): 3 clusters
  Score: Raw -4603214.147686 + Penalty 5137.597876 = -4598076.549810
  nChanged 14
		SP:Iteration 161Q (7432.870000 sec): 3 clusters
  Score: Raw -4603215.894540 + Penalty 5137.597876 = -4598078.296663
  nChanged 9
		SP:Iteration 162Q (7432.960000 sec): 3 clusters
  Score: Raw -4603217.017009 + Penalty 5137.597876 = -4598079.419133
  nChanged 10
		SP:Iteration 163Q (7433.040000 sec): 3 clusters
  Score: Raw -4603218.995856 + Penalty 5137.597876 = -4598081.397979
  nChanged 11
		SP:Iteration 164Q (7433.120000 sec): 3 clusters
  Score: Raw -4603220.899162 + Penalty 5137.597876 = -4598083.301286
  nChanged 10
		SP:Iteration 165Q (7433.210000 sec): 3 clusters
  Score: Raw -4603222.182109 + Penalty 5137.597876 = -4598084.584233
  nChanged 7
		SP:Iteration 166Q (7433.290000 sec): 3 clusters
  Score: Raw -4603223.342491 + Penalty 5137.597876 = -4598085.744614
  nChanged 4
		SP:Iteration 167Q (7433.380000 sec): 3 clusters
  Score: Raw -4603223.934787 + Penalty 5137.597876 = -4598086.336911
  nChanged 2
		SP:Iteration 168Q (7433.460000 sec): 3 clusters
  Score: Raw -4603224.392028 + Penalty 5137.597876 = -4598086.794152
  nChanged 4
		SP:Iteration 169Q (7433.540000 sec): 3 clusters
  Score: Raw -4603224.964547 + Penalty 5137.597876 = -4598087.366670
  nChanged 6
		SP:Iteration 170Q (7433.620000 sec): 3 clusters
  Score: Raw -4603225.799716 + Penalty 5137.597876 = -4598088.201840
  nChanged 6
		SP:Iteration 171Q (7433.710000 sec): 3 clusters
  Score: Raw -4603226.812707 + Penalty 5137.597876 = -4598089.214830
  nChanged 7
		SP:Iteration 172Q (7433.800000 sec): 3 clusters
  Score: Raw -4603228.048021 + Penalty 5137.597876 = -4598090.450144
  nChanged 9
		SP:Iteration 173Q (7433.880000 sec): 3 clusters
  Score: Raw -4603229.239177 + Penalty 5137.597876 = -4598091.641301
  nChanged 4
		SP:Iteration 174Q (7433.960000 sec): 3 clusters
  Score: Raw -4603229.787337 + Penalty 5137.597876 = -4598092.189461
  nChanged 7
		SP:Iteration 175Q (7434.040000 sec): 3 clusters
  Score: Raw -4603230.421472 + Penalty 5137.597876 = -4598092.823595
  nChanged 5
		SP:Iteration 176Q (7434.120000 sec): 3 clusters
  Score: Raw -4603231.196878 + Penalty 5137.597876 = -4598093.599001
  nChanged 4
		SP:Iteration 177Q (7434.210000 sec): 3 clusters
  Score: Raw -4603231.827628 + Penalty 5137.597876 = -4598094.229752
  nChanged 3
		SP:Iteration 178Q (7434.290000 sec): 3 clusters
  Score: Raw -4603232.401770 + Penalty 5137.597876 = -4598094.803894
  nChanged 6
		SP:Iteration 179Q (7434.380000 sec): 3 clusters
  Score: Raw -4603233.158295 + Penalty 5137.597876 = -4598095.560418
  nChanged 5
		SP:Iteration 180F (7434.490000 sec): 3 clusters
  Score: Raw -4603233.930710 + Penalty 5137.597876 = -4598096.332834
  nChanged 6
		SP:Iteration 181Q (7434.570000 sec): 3 clusters
  Score: Raw -4603234.712669 + Penalty 5137.597876 = -4598097.114793
  nChanged 4
		SP:Iteration 182Q (7434.660000 sec): 3 clusters
  Score: Raw -4603235.316699 + Penalty 5137.597876 = -4598097.718822
  nChanged 6
		SP:Iteration 183Q (7434.740000 sec): 3 clusters
  Score: Raw -4603236.088659 + Penalty 5137.597876 = -4598098.490783
  nChanged 4
		SP:Iteration 184Q (7434.830000 sec): 3 clusters
  Score: Raw -4603236.727833 + Penalty 5137.597876 = -4598099.129957
  nChanged 3
		SP:Iteration 185Q (7434.920000 sec): 3 clusters
  Score: Raw -4603237.299649 + Penalty 5137.597876 = -4598099.701772
  nChanged 5
		SP:Iteration 186Q (7435.000000 sec): 3 clusters
  Score: Raw -4603238.012892 + Penalty 5137.597876 = -4598100.415015
  nChanged 4
		SP:Iteration 187Q (7435.080000 sec): 3 clusters
  Score: Raw -4603238.644080 + Penalty 5137.597876 = -4598101.046203
  nChanged 2
		SP:Iteration 188Q (7435.170000 sec): 3 clusters
  Score: Raw -4603238.878799 + Penalty 5137.597876 = -4598101.280922
  nChanged 4
		SP:Iteration 189Q (7435.260000 sec): 3 clusters
  Score: Raw -4603239.701369 + Penalty 5137.597876 = -4598102.103492
  nChanged 5
		SP:Iteration 190Q (7435.340000 sec): 3 clusters
  Score: Raw -4603240.219379 + Penalty 5137.597876 = -4598102.621503
  nChanged 3
		SP:Iteration 191Q (7435.420000 sec): 3 clusters
  Score: Raw -4603240.791239 + Penalty 5137.597876 = -4598103.193363
  nChanged 7
		SP:Iteration 192Q (7435.500000 sec): 3 clusters
  Score: Raw -4603242.582671 + Penalty 5137.597876 = -4598104.984795
  nChanged 9
		SP:Iteration 193Q (7435.590000 sec): 3 clusters
  Score: Raw -4603244.719930 + Penalty 5137.597876 = -4598107.122054
  nChanged 7
		SP:Iteration 194Q (7435.670000 sec): 3 clusters
  Score: Raw -4603245.873640 + Penalty 5137.597876 = -4598108.275764
  nChanged 8
		SP:Iteration 195Q (7435.760000 sec): 3 clusters
  Score: Raw -4603247.101380 + Penalty 5137.597876 = -4598109.503504
  nChanged 7
		SP:Iteration 196Q (7435.840000 sec): 3 clusters
  Score: Raw -4603248.674142 + Penalty 5137.597876 = -4598111.076266
  nChanged 9
		SP:Iteration 197Q (7435.920000 sec): 3 clusters
  Score: Raw -4603250.408637 + Penalty 5137.597876 = -4598112.810761
  nChanged 10
		SP:Iteration 198Q (7436.010000 sec): 3 clusters
  Score: Raw -4603251.949337 + Penalty 5137.597876 = -4598114.351460
  nChanged 6
		SP:Iteration 199Q (7436.090000 sec): 3 clusters
  Score: Raw -4603253.544116 + Penalty 5137.597876 = -4598115.946239
  nChanged 8
		SP:Iteration 200F (7436.200000 sec): 3 clusters
  Score: Raw -4603254.752426 + Penalty 5137.597876 = -4598117.154549
  nChanged 8
		SP:Iteration 201Q (7436.290000 sec): 3 clusters
  Score: Raw -4603256.190158 + Penalty 5137.597876 = -4598118.592282
  nChanged 12
		SP:Iteration 202Q (7436.370000 sec): 3 clusters
  Score: Raw -4603257.977496 + Penalty 5137.597876 = -4598120.379620
  nChanged 7
		SP:Iteration 203Q (7436.460000 sec): 3 clusters
  Score: Raw -4603258.519877 + Penalty 5137.597876 = -4598120.922000
  nChanged 3
		SP:Iteration 204Q (7436.540000 sec): 3 clusters
  Score: Raw -4603259.093761 + Penalty 5137.597876 = -4598121.495885
  nChanged 5
		SP:Iteration 205Q (7436.620000 sec): 3 clusters
  Score: Raw -4603259.781132 + Penalty 5137.597876 = -4598122.183256
  nChanged 6
		SP:Iteration 206Q (7436.710000 sec): 3 clusters
  Score: Raw -4603260.647331 + Penalty 5137.597876 = -4598123.049455
  nChanged 7
		SP:Iteration 207Q (7436.800000 sec): 3 clusters
  Score: Raw -4603261.822413 + Penalty 5137.597876 = -4598124.224537
  nChanged 4
		SP:Iteration 208Q (7436.880000 sec): 3 clusters
  Score: Raw -4603262.287091 + Penalty 5137.597876 = -4598124.689214
  nChanged 2
		SP:Iteration 209Q (7436.970000 sec): 3 clusters
  Score: Raw -4603262.496870 + Penalty 5137.597876 = -4598124.898994
  nChanged 1
		SP:Iteration 210Q (7437.050000 sec): 3 clusters
  Score: Raw -4603262.573740 + Penalty 5137.597876 = -4598124.975864
  nChanged 1
		SP:Iteration 211Q (7437.140000 sec): 3 clusters
  Score: Raw -4603262.690976 + Penalty 5137.597876 = -4598125.093100
  nChanged 1
		SP:Iteration 212Q (7437.220000 sec): 3 clusters
  Score: Raw -4603262.788687 + Penalty 5137.597876 = -4598125.190811
  nChanged 0
		SP:Iteration 213F (7437.330000 sec): 3 clusters
  Score: Raw -4603262.788687 + Penalty 5137.597876 = -4598125.190811
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7437.640000 sec): 2 clusters
  Score: Raw -14350476.635145 + Penalty 2851.932735 = -14347624.702410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7437.980000 sec): 3 clusters
  Score: Raw -14287389.788243 + Penalty 5703.865470 = -14281685.922773
  nChanged 46534
		SP:Iteration 1F (7438.330000 sec): 3 clusters
  Score: Raw -14314091.250404 + Penalty 5703.865470 = -14308387.384934
  nChanged 3621
		SP:Iteration 2Q (7438.680000 sec): 3 clusters
  Score: Raw -14315059.655146 + Penalty 5703.865470 = -14309355.789676
  nChanged 3825
		SP:Iteration 3Q (7439.040000 sec): 3 clusters
  Score: Raw -14316243.008925 + Penalty 5703.865470 = -14310539.143455
  nChanged 4223
		SP:Iteration 4Q (7439.390000 sec): 3 clusters
  Score: Raw -14317739.221618 + Penalty 5703.865470 = -14312035.356148
  nChanged 4670
		SP:Iteration 5Q (7439.740000 sec): 3 clusters
  Score: Raw -14319620.093866 + Penalty 5703.865470 = -14313916.228395
  nChanged 5177
		SP:Iteration 6F (7440.080000 sec): 3 clusters
  Score: Raw -14322061.777739 + Penalty 5703.865470 = -14316357.912269
  nChanged 5723
		SP:Iteration 7F (7440.430000 sec): 3 clusters
  Score: Raw -14325179.212425 + Penalty 5703.865470 = -14319475.346955
  nChanged 6066
		SP:Iteration 8F (7440.780000 sec): 3 clusters
  Score: Raw -14328997.006882 + Penalty 5703.865470 = -14323293.141411
  nChanged 6096
		SP:Iteration 9F (7441.120000 sec): 3 clusters
  Score: Raw -14333470.071001 + Penalty 5703.865470 = -14327766.205531
  nChanged 5769
		SP:Iteration 10F (7441.470000 sec): 3 clusters
  Score: Raw -14338479.741494 + Penalty 5703.865470 = -14332775.876024
  nChanged 4652
		SP:Iteration 11Q (7441.810000 sec): 3 clusters
  Score: Raw -14342770.489719 + Penalty 5703.865470 = -14337066.624249
  nChanged 3122
		SP:Iteration 12Q (7442.140000 sec): 3 clusters
  Score: Raw -14345682.000765 + Penalty 5703.865470 = -14339978.135295
  nChanged 2091
		SP:Iteration 13Q (7442.440000 sec): 3 clusters
  Score: Raw -14347463.704094 + Penalty 5703.865470 = -14341759.838624
  nChanged 1402
		SP:Iteration 14Q (7442.730000 sec): 3 clusters
  Score: Raw -14348500.625191 + Penalty 5703.865470 = -14342796.759721
  nChanged 950
		SP:Iteration 15Q (7443.000000 sec): 3 clusters
  Score: Raw -14349104.325610 + Penalty 5703.865470 = -14343400.460140
  nChanged 712
		SP:Iteration 16Q (7443.270000 sec): 3 clusters
  Score: Raw -14349469.407788 + Penalty 5703.865470 = -14343765.542318
  nChanged 515
		SP:Iteration 17Q (7443.540000 sec): 3 clusters
  Score: Raw -14349730.654157 + Penalty 5703.865470 = -14344026.788687
  nChanged 469
		SP:Iteration 18Q (7443.800000 sec): 3 clusters
  Score: Raw -14349963.392011 + Penalty 5703.865470 = -14344259.526541
  nChanged 396
		SP:Iteration 19Q (7444.060000 sec): 3 clusters
  Score: Raw -14350148.655669 + Penalty 5703.865470 = -14344444.790199
  nChanged 370
		SP:Iteration 20F (7444.410000 sec): 3 clusters
  Score: Raw -14350313.423423 + Penalty 5703.865470 = -14344609.557952
  nChanged 321
		SP:Iteration 21Q (7444.670000 sec): 3 clusters
  Score: Raw -14350436.651103 + Penalty 5703.865470 = -14344732.785632
  nChanged 283
		SP:Iteration 22Q (7444.920000 sec): 3 clusters
  Score: Raw -14350552.139335 + Penalty 5703.865470 = -14344848.273865
  nChanged 285
		SP:Iteration 23Q (7445.180000 sec): 3 clusters
  Score: Raw -14350662.420871 + Penalty 5703.865470 = -14344958.555400
  nChanged 230
		SP:Iteration 24Q (7445.440000 sec): 3 clusters
  Score: Raw -14350736.027019 + Penalty 5703.865470 = -14345032.161549
  nChanged 181
		SP:Iteration 25Q (7445.700000 sec): 3 clusters
  Score: Raw -14350790.831648 + Penalty 5703.865470 = -14345086.966177
  nChanged 131
		SP:Iteration 26Q (7445.950000 sec): 3 clusters
  Score: Raw -14350831.946696 + Penalty 5703.865470 = -14345128.081226
  nChanged 130
		SP:Iteration 27Q (7446.200000 sec): 3 clusters
  Score: Raw -14350871.200318 + Penalty 5703.865470 = -14345167.334848
  nChanged 115
		SP:Iteration 28Q (7446.450000 sec): 3 clusters
  Score: Raw -14350902.719491 + Penalty 5703.865470 = -14345198.854021
  nChanged 99
		SP:Iteration 29Q (7446.700000 sec): 3 clusters
  Score: Raw -14350930.159277 + Penalty 5703.865470 = -14345226.293807
  nChanged 81
		SP:Iteration 30Q (7446.950000 sec): 3 clusters
  Score: Raw -14350949.621240 + Penalty 5703.865470 = -14345245.755770
  nChanged 74
		SP:Iteration 31Q (7447.200000 sec): 3 clusters
  Score: Raw -14350970.228406 + Penalty 5703.865470 = -14345266.362936
  nChanged 69
		SP:Iteration 32Q (7447.450000 sec): 3 clusters
  Score: Raw -14350990.423488 + Penalty 5703.865470 = -14345286.558018
  nChanged 68
		SP:Iteration 33Q (7447.700000 sec): 3 clusters
  Score: Raw -14351008.450170 + Penalty 5703.865470 = -14345304.584700
  nChanged 69
		SP:Iteration 34Q (7447.950000 sec): 3 clusters
  Score: Raw -14351026.399626 + Penalty 5703.865470 = -14345322.534156
  nChanged 68
		SP:Iteration 35Q (7448.200000 sec): 3 clusters
  Score: Raw -14351042.413957 + Penalty 5703.865470 = -14345338.548487
  nChanged 58
		SP:Iteration 36Q (7448.440000 sec): 3 clusters
  Score: Raw -14351059.080848 + Penalty 5703.865470 = -14345355.215378
  nChanged 54
		SP:Iteration 37Q (7448.690000 sec): 3 clusters
  Score: Raw -14351073.072117 + Penalty 5703.865470 = -14345369.206647
  nChanged 45
		SP:Iteration 38Q (7448.940000 sec): 3 clusters
  Score: Raw -14351084.627220 + Penalty 5703.865470 = -14345380.761750
  nChanged 38
		SP:Iteration 39Q (7449.190000 sec): 3 clusters
  Score: Raw -14351094.525028 + Penalty 5703.865470 = -14345390.659558
  nChanged 46
		SP:Iteration 40F (7449.530000 sec): 3 clusters
  Score: Raw -14351104.740716 + Penalty 5703.865470 = -14345400.875246
  nChanged 32
		SP:Iteration 41Q (7449.780000 sec): 3 clusters
  Score: Raw -14351114.063294 + Penalty 5703.865470 = -14345410.197824
  nChanged 26
		SP:Iteration 42Q (7450.020000 sec): 3 clusters
  Score: Raw -14351120.933941 + Penalty 5703.865470 = -14345417.068471
  nChanged 28
		SP:Iteration 43Q (7450.270000 sec): 3 clusters
  Score: Raw -14351127.158196 + Penalty 5703.865470 = -14345423.292726
  nChanged 24
		SP:Iteration 44Q (7450.520000 sec): 3 clusters
  Score: Raw -14351131.879830 + Penalty 5703.865470 = -14345428.014360
  nChanged 26
		SP:Iteration 45Q (7450.760000 sec): 3 clusters
  Score: Raw -14351137.019322 + Penalty 5703.865470 = -14345433.153852
  nChanged 18
		SP:Iteration 46Q (7451.010000 sec): 3 clusters
  Score: Raw -14351140.897517 + Penalty 5703.865470 = -14345437.032046
  nChanged 15
		SP:Iteration 47Q (7451.260000 sec): 3 clusters
  Score: Raw -14351143.805500 + Penalty 5703.865470 = -14345439.940030
  nChanged 13
		SP:Iteration 48Q (7451.510000 sec): 3 clusters
  Score: Raw -14351146.192025 + Penalty 5703.865470 = -14345442.326555
  nChanged 10
		SP:Iteration 49Q (7451.760000 sec): 3 clusters
  Score: Raw -14351148.102863 + Penalty 5703.865470 = -14345444.237393
  nChanged 6
		SP:Iteration 50Q (7452.000000 sec): 3 clusters
  Score: Raw -14351149.563274 + Penalty 5703.865470 = -14345445.697804
  nChanged 7
		SP:Iteration 51Q (7452.250000 sec): 3 clusters
  Score: Raw -14351150.937677 + Penalty 5703.865470 = -14345447.072207
  nChanged 13
		SP:Iteration 52Q (7452.500000 sec): 3 clusters
  Score: Raw -14351153.103870 + Penalty 5703.865470 = -14345449.238400
  nChanged 6
		SP:Iteration 53Q (7452.740000 sec): 3 clusters
  Score: Raw -14351154.328390 + Penalty 5703.865470 = -14345450.462920
  nChanged 8
		SP:Iteration 54Q (7452.990000 sec): 3 clusters
  Score: Raw -14351156.067025 + Penalty 5703.865470 = -14345452.201555
  nChanged 8
		SP:Iteration 55Q (7453.240000 sec): 3 clusters
  Score: Raw -14351158.102570 + Penalty 5703.865470 = -14345454.237100
  nChanged 17
		SP:Iteration 56Q (7453.480000 sec): 3 clusters
  Score: Raw -14351161.942860 + Penalty 5703.865470 = -14345458.077390
  nChanged 9
		SP:Iteration 57Q (7453.730000 sec): 3 clusters
  Score: Raw -14351163.907296 + Penalty 5703.865470 = -14345460.041826
  nChanged 11
		SP:Iteration 58Q (7453.980000 sec): 3 clusters
  Score: Raw -14351166.350601 + Penalty 5703.865470 = -14345462.485131
  nChanged 13
		SP:Iteration 59Q (7454.220000 sec): 3 clusters
  Score: Raw -14351168.269017 + Penalty 5703.865470 = -14345464.403546
  nChanged 9
		SP:Iteration 60F (7454.560000 sec): 3 clusters
  Score: Raw -14351170.082020 + Penalty 5703.865470 = -14345466.216550
  nChanged 7
		SP:Iteration 61Q (7454.810000 sec): 3 clusters
  Score: Raw -14351171.941731 + Penalty 5703.865470 = -14345468.076261
  nChanged 8
		SP:Iteration 62Q (7455.050000 sec): 3 clusters
  Score: Raw -14351173.670474 + Penalty 5703.865470 = -14345469.805004
  nChanged 5
		SP:Iteration 63Q (7455.300000 sec): 3 clusters
  Score: Raw -14351174.758557 + Penalty 5703.865470 = -14345470.893087
  nChanged 5
		SP:Iteration 64Q (7455.540000 sec): 3 clusters
  Score: Raw -14351175.715598 + Penalty 5703.865470 = -14345471.850128
  nChanged 8
		SP:Iteration 65Q (7455.790000 sec): 3 clusters
  Score: Raw -14351177.336734 + Penalty 5703.865470 = -14345473.471264
  nChanged 8
		SP:Iteration 66Q (7456.040000 sec): 3 clusters
  Score: Raw -14351178.706853 + Penalty 5703.865470 = -14345474.841383
  nChanged 6
		SP:Iteration 67Q (7456.280000 sec): 3 clusters
  Score: Raw -14351179.826686 + Penalty 5703.865470 = -14345475.961216
  nChanged 1
		SP:Iteration 68Q (7456.530000 sec): 3 clusters
  Score: Raw -14351180.072823 + Penalty 5703.865470 = -14345476.207353
  nChanged 3
		SP:Iteration 69Q (7456.780000 sec): 3 clusters
  Score: Raw -14351180.598409 + Penalty 5703.865470 = -14345476.732939
  nChanged 1
		SP:Iteration 70Q (7457.020000 sec): 3 clusters
  Score: Raw -14351181.164036 + Penalty 5703.865470 = -14345477.298565
  nChanged 4
		SP:Iteration 71Q (7457.270000 sec): 3 clusters
  Score: Raw -14351181.855285 + Penalty 5703.865470 = -14345477.989815
  nChanged 5
		SP:Iteration 72Q (7457.510000 sec): 3 clusters
  Score: Raw -14351182.586364 + Penalty 5703.865470 = -14345478.720894
  nChanged 2
		SP:Iteration 73Q (7457.760000 sec): 3 clusters
  Score: Raw -14351183.006832 + Penalty 5703.865470 = -14345479.141361
  nChanged 2
		SP:Iteration 74Q (7458.010000 sec): 3 clusters
  Score: Raw -14351183.412617 + Penalty 5703.865470 = -14345479.547147
  nChanged 3
		SP:Iteration 75Q (7458.250000 sec): 3 clusters
  Score: Raw -14351184.078541 + Penalty 5703.865470 = -14345480.213071
  nChanged 6
		SP:Iteration 76Q (7458.500000 sec): 3 clusters
  Score: Raw -14351185.813472 + Penalty 5703.865470 = -14345481.948002
  nChanged 7
		SP:Iteration 77Q (7458.750000 sec): 3 clusters
  Score: Raw -14351187.128877 + Penalty 5703.865470 = -14345483.263407
  nChanged 6
		SP:Iteration 78Q (7459.000000 sec): 3 clusters
  Score: Raw -14351188.094653 + Penalty 5703.865470 = -14345484.229183
  nChanged 3
		SP:Iteration 79Q (7459.240000 sec): 3 clusters
  Score: Raw -14351188.946561 + Penalty 5703.865470 = -14345485.081091
  nChanged 3
		SP:Iteration 80F (7459.580000 sec): 3 clusters
  Score: Raw -14351189.548635 + Penalty 5703.865470 = -14345485.683165
  nChanged 4
		SP:Iteration 81Q (7459.830000 sec): 3 clusters
  Score: Raw -14351190.879184 + Penalty 5703.865470 = -14345487.013714
  nChanged 7
		SP:Iteration 82Q (7460.070000 sec): 3 clusters
  Score: Raw -14351192.702030 + Penalty 5703.865470 = -14345488.836560
  nChanged 5
		SP:Iteration 83Q (7460.320000 sec): 3 clusters
  Score: Raw -14351193.545474 + Penalty 5703.865470 = -14345489.680003
  nChanged 4
		SP:Iteration 84Q (7460.560000 sec): 3 clusters
  Score: Raw -14351194.217189 + Penalty 5703.865470 = -14345490.351719
  nChanged 4
		SP:Iteration 85Q (7460.810000 sec): 3 clusters
  Score: Raw -14351194.842766 + Penalty 5703.865470 = -14345490.977295
  nChanged 3
		SP:Iteration 86Q (7461.060000 sec): 3 clusters
  Score: Raw -14351195.191387 + Penalty 5703.865470 = -14345491.325916
  nChanged 4
		SP:Iteration 87Q (7461.300000 sec): 3 clusters
  Score: Raw -14351195.788654 + Penalty 5703.865470 = -14345491.923184
  nChanged 2
		SP:Iteration 88Q (7461.540000 sec): 3 clusters
  Score: Raw -14351195.979438 + Penalty 5703.865470 = -14345492.113968
  nChanged 1
		SP:Iteration 89Q (7461.790000 sec): 3 clusters
  Score: Raw -14351196.122130 + Penalty 5703.865470 = -14345492.256660
  nChanged 1
		SP:Iteration 90Q (7462.040000 sec): 3 clusters
  Score: Raw -14351196.215777 + Penalty 5703.865470 = -14345492.350307
  nChanged 1
		SP:Iteration 91Q (7462.280000 sec): 3 clusters
  Score: Raw -14351196.303275 + Penalty 5703.865470 = -14345492.437805
  nChanged 1
		SP:Iteration 92Q (7462.520000 sec): 3 clusters
  Score: Raw -14351196.514000 + Penalty 5703.865470 = -14345492.648530
  nChanged 1
		SP:Iteration 93Q (7462.770000 sec): 3 clusters
  Score: Raw -14351196.654667 + Penalty 5703.865470 = -14345492.789196
  nChanged 1
		SP:Iteration 94Q (7463.020000 sec): 3 clusters
  Score: Raw -14351196.800293 + Penalty 5703.865470 = -14345492.934823
  nChanged 1
		SP:Iteration 95Q (7463.270000 sec): 3 clusters
  Score: Raw -14351196.999516 + Penalty 5703.865470 = -14345493.134045
  nChanged 1
		SP:Iteration 96Q (7463.510000 sec): 3 clusters
  Score: Raw -14351197.160940 + Penalty 5703.865470 = -14345493.295469
  nChanged 2
		SP:Iteration 97Q (7463.750000 sec): 3 clusters
  Score: Raw -14351197.442694 + Penalty 5703.865470 = -14345493.577224
  nChanged 0
		SP:Iteration 98F (7464.090000 sec): 3 clusters
  Score: Raw -14351197.442694 + Penalty 5703.865470 = -14345493.577224
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7464.220000 sec): 2 clusters
  Score: Raw -5609970.362832 + Penalty 2603.148306 = -5607367.214527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7464.350000 sec): 3 clusters
  Score: Raw -5587778.951307 + Penalty 5206.296611 = -5582572.654696
  nChanged 16500
		SP:Iteration 1F (7464.470000 sec): 3 clusters
  Score: Raw -5596740.970702 + Penalty 5206.296611 = -5591534.674091
  nChanged 1591
		SP:Iteration 2Q (7464.600000 sec): 3 clusters
  Score: Raw -5597193.546452 + Penalty 5206.296611 = -5591987.249841
  nChanged 1394
		SP:Iteration 3Q (7464.730000 sec): 3 clusters
  Score: Raw -5597560.329698 + Penalty 5206.296611 = -5592354.033087
  nChanged 1252
		SP:Iteration 4Q (7464.860000 sec): 3 clusters
  Score: Raw -5597871.668835 + Penalty 5206.296611 = -5592665.372224
  nChanged 1148
		SP:Iteration 5Q (7464.990000 sec): 3 clusters
  Score: Raw -5598153.037803 + Penalty 5206.296611 = -5592946.741192
  nChanged 987
		SP:Iteration 6Q (7465.120000 sec): 3 clusters
  Score: Raw -5598379.627086 + Penalty 5206.296611 = -5593173.330475
  nChanged 965
		SP:Iteration 7Q (7465.250000 sec): 3 clusters
  Score: Raw -5598601.167417 + Penalty 5206.296611 = -5593394.870806
  nChanged 914
		SP:Iteration 8Q (7465.380000 sec): 3 clusters
  Score: Raw -5598818.073807 + Penalty 5206.296611 = -5593611.777196
  nChanged 935
		SP:Iteration 9Q (7465.500000 sec): 3 clusters
  Score: Raw -5599064.344956 + Penalty 5206.296611 = -5593858.048345
  nChanged 1048
		SP:Iteration 10Q (7465.630000 sec): 3 clusters
  Score: Raw -5599376.297456 + Penalty 5206.296611 = -5594170.000845
  nChanged 1168
		SP:Iteration 11Q (7465.760000 sec): 3 clusters
  Score: Raw -5599803.420441 + Penalty 5206.296611 = -5594597.123830
  nChanged 1401
		SP:Iteration 12Q (7465.890000 sec): 3 clusters
  Score: Raw -5600439.359698 + Penalty 5206.296611 = -5595233.063086
  nChanged 1731
		SP:Iteration 13Q (7466.020000 sec): 3 clusters
  Score: Raw -5601403.013934 + Penalty 5206.296611 = -5596196.717323
  nChanged 2020
		SP:Iteration 14F (7466.140000 sec): 3 clusters
  Score: Raw -5602738.538650 + Penalty 5206.296611 = -5597532.242039
  nChanged 2153
		SP:Iteration 15F (7466.270000 sec): 3 clusters
  Score: Raw -5604357.405775 + Penalty 5206.296611 = -5599151.109164
  nChanged 2061
		SP:Iteration 16F (7466.400000 sec): 3 clusters
  Score: Raw -5606057.998706 + Penalty 5206.296611 = -5600851.702095
  nChanged 1760
		SP:Iteration 17Q (7466.520000 sec): 3 clusters
  Score: Raw -5607558.311479 + Penalty 5206.296611 = -5602352.014868
  nChanged 1232
		SP:Iteration 18Q (7466.630000 sec): 3 clusters
  Score: Raw -5608628.914252 + Penalty 5206.296611 = -5603422.617640
  nChanged 842
		SP:Iteration 19Q (7466.740000 sec): 3 clusters
  Score: Raw -5609325.806551 + Penalty 5206.296611 = -5604119.509940
  nChanged 507
		SP:Iteration 20F (7466.860000 sec): 3 clusters
  Score: Raw -5609731.179876 + Penalty 5206.296611 = -5604524.883265
  nChanged 275
		SP:Iteration 21Q (7466.960000 sec): 3 clusters
  Score: Raw -5609969.779385 + Penalty 5206.296611 = -5604763.482774
  nChanged 150
		SP:Iteration 22Q (7467.050000 sec): 3 clusters
  Score: Raw -5610096.767354 + Penalty 5206.296611 = -5604890.470743
  nChanged 84
		SP:Iteration 23Q (7467.140000 sec): 3 clusters
  Score: Raw -5610183.137110 + Penalty 5206.296611 = -5604976.840499
  nChanged 60
		SP:Iteration 24Q (7467.230000 sec): 3 clusters
  Score: Raw -5610241.016836 + Penalty 5206.296611 = -5605034.720225
  nChanged 32
		SP:Iteration 25Q (7467.320000 sec): 3 clusters
  Score: Raw -5610270.003295 + Penalty 5206.296611 = -5605063.706684
  nChanged 19
		SP:Iteration 26Q (7467.410000 sec): 3 clusters
  Score: Raw -5610286.043055 + Penalty 5206.296611 = -5605079.746444
  nChanged 8
		SP:Iteration 27Q (7467.500000 sec): 3 clusters
  Score: Raw -5610294.731299 + Penalty 5206.296611 = -5605088.434688
  nChanged 11
		SP:Iteration 28Q (7467.580000 sec): 3 clusters
  Score: Raw -5610304.398509 + Penalty 5206.296611 = -5605098.101898
  nChanged 7
		SP:Iteration 29Q (7467.670000 sec): 3 clusters
  Score: Raw -5610311.296305 + Penalty 5206.296611 = -5605104.999694
  nChanged 6
		SP:Iteration 30Q (7467.760000 sec): 3 clusters
  Score: Raw -5610316.364210 + Penalty 5206.296611 = -5605110.067599
  nChanged 4
		SP:Iteration 31Q (7467.850000 sec): 3 clusters
  Score: Raw -5610318.989535 + Penalty 5206.296611 = -5605112.692924
  nChanged 1
		SP:Iteration 32Q (7467.940000 sec): 3 clusters
  Score: Raw -5610319.609510 + Penalty 5206.296611 = -5605113.312899
  nChanged 0
		SP:Iteration 33F (7468.070000 sec): 3 clusters
  Score: Raw -5610319.609510 + Penalty 5206.296611 = -5605113.312899
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7468.370000 sec): 2 clusters
  Score: Raw -14574617.490066 + Penalty 2851.864876 = -14571765.625190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7468.720000 sec): 3 clusters
  Score: Raw -14511408.834486 + Penalty 5703.729753 = -14505705.104733
  nChanged 46581
		SP:Iteration 1F (7469.070000 sec): 3 clusters
  Score: Raw -14537883.619798 + Penalty 5703.729753 = -14532179.890046
  nChanged 2818
		SP:Iteration 2Q (7469.410000 sec): 3 clusters
  Score: Raw -14538443.391718 + Penalty 5703.729753 = -14532739.661966
  nChanged 2753
		SP:Iteration 3Q (7469.770000 sec): 3 clusters
  Score: Raw -14539030.959644 + Penalty 5703.729753 = -14533327.229892
  nChanged 2790
		SP:Iteration 4Q (7470.120000 sec): 3 clusters
  Score: Raw -14539735.619759 + Penalty 5703.729753 = -14534031.890006
  nChanged 3073
		SP:Iteration 5Q (7470.470000 sec): 3 clusters
  Score: Raw -14540666.715496 + Penalty 5703.729753 = -14534962.985744
  nChanged 3458
		SP:Iteration 6Q (7470.830000 sec): 3 clusters
  Score: Raw -14541945.055915 + Penalty 5703.729753 = -14536241.326163
  nChanged 3996
		SP:Iteration 7Q (7471.180000 sec): 3 clusters
  Score: Raw -14543702.923597 + Penalty 5703.729753 = -14537999.193844
  nChanged 4526
		SP:Iteration 8Q (7471.530000 sec): 3 clusters
  Score: Raw -14545943.109725 + Penalty 5703.729753 = -14540239.379972
  nChanged 4826
		SP:Iteration 9Q (7471.880000 sec): 3 clusters
  Score: Raw -14548458.376088 + Penalty 5703.729753 = -14542754.646335
  nChanged 4983
		SP:Iteration 10F (7472.230000 sec): 3 clusters
  Score: Raw -14551168.851940 + Penalty 5703.729753 = -14545465.122187
  nChanged 4934
		SP:Iteration 11F (7472.570000 sec): 3 clusters
  Score: Raw -14553897.930299 + Penalty 5703.729753 = -14548194.200546
  nChanged 4830
		SP:Iteration 12Q (7472.910000 sec): 3 clusters
  Score: Raw -14556622.474908 + Penalty 5703.729753 = -14550918.745156
  nChanged 4753
		SP:Iteration 13Q (7473.260000 sec): 3 clusters
  Score: Raw -14559337.301875 + Penalty 5703.729753 = -14553633.572122
  nChanged 4692
		SP:Iteration 14Q (7473.590000 sec): 3 clusters
  Score: Raw -14562073.050869 + Penalty 5703.729753 = -14556369.321117
  nChanged 4637
		SP:Iteration 15Q (7473.920000 sec): 3 clusters
  Score: Raw -14564870.410193 + Penalty 5703.729753 = -14559166.680440
  nChanged 4269
		SP:Iteration 16Q (7474.240000 sec): 3 clusters
  Score: Raw -14567445.739690 + Penalty 5703.729753 = -14561742.009938
  nChanged 3681
		SP:Iteration 17Q (7474.550000 sec): 3 clusters
  Score: Raw -14569644.444080 + Penalty 5703.729753 = -14563940.714327
  nChanged 2942
		SP:Iteration 18Q (7474.850000 sec): 3 clusters
  Score: Raw -14571412.361520 + Penalty 5703.729753 = -14565708.631768
  nChanged 2222
		SP:Iteration 19Q (7475.130000 sec): 3 clusters
  Score: Raw -14572724.587020 + Penalty 5703.729753 = -14567020.857268
  nChanged 1552
		SP:Iteration 20F (7475.470000 sec): 3 clusters
  Score: Raw -14573601.373826 + Penalty 5703.729753 = -14567897.644073
  nChanged 1035
		SP:Iteration 21Q (7475.740000 sec): 3 clusters
  Score: Raw -14574151.636814 + Penalty 5703.729753 = -14568447.907061
  nChanged 673
		SP:Iteration 22Q (7476.010000 sec): 3 clusters
  Score: Raw -14574489.795831 + Penalty 5703.729753 = -14568786.066078
  nChanged 448
		SP:Iteration 23Q (7476.270000 sec): 3 clusters
  Score: Raw -14574700.835849 + Penalty 5703.729753 = -14568997.106097
  nChanged 322
		SP:Iteration 24Q (7476.520000 sec): 3 clusters
  Score: Raw -14574842.938638 + Penalty 5703.729753 = -14569139.208885
  nChanged 238
		SP:Iteration 25Q (7476.770000 sec): 3 clusters
  Score: Raw -14574942.652034 + Penalty 5703.729753 = -14569238.922282
  nChanged 166
		SP:Iteration 26Q (7477.020000 sec): 3 clusters
  Score: Raw -14575009.174932 + Penalty 5703.729753 = -14569305.445179
  nChanged 130
		SP:Iteration 27Q (7477.270000 sec): 3 clusters
  Score: Raw -14575065.322514 + Penalty 5703.729753 = -14569361.592761
  nChanged 107
		SP:Iteration 28Q (7477.520000 sec): 3 clusters
  Score: Raw -14575106.518683 + Penalty 5703.729753 = -14569402.788931
  nChanged 74
		SP:Iteration 29Q (7477.770000 sec): 3 clusters
  Score: Raw -14575131.492338 + Penalty 5703.729753 = -14569427.762586
  nChanged 52
		SP:Iteration 30Q (7478.010000 sec): 3 clusters
  Score: Raw -14575149.708173 + Penalty 5703.729753 = -14569445.978421
  nChanged 41
		SP:Iteration 31Q (7478.260000 sec): 3 clusters
  Score: Raw -14575163.236760 + Penalty 5703.729753 = -14569459.507007
  nChanged 32
		SP:Iteration 32Q (7478.510000 sec): 3 clusters
  Score: Raw -14575175.113292 + Penalty 5703.729753 = -14569471.383540
  nChanged 23
		SP:Iteration 33Q (7478.750000 sec): 3 clusters
  Score: Raw -14575181.910407 + Penalty 5703.729753 = -14569478.180654
  nChanged 22
		SP:Iteration 34Q (7479.000000 sec): 3 clusters
  Score: Raw -14575189.121219 + Penalty 5703.729753 = -14569485.391466
  nChanged 21
		SP:Iteration 35Q (7479.250000 sec): 3 clusters
  Score: Raw -14575196.013172 + Penalty 5703.729753 = -14569492.283419
  nChanged 24
		SP:Iteration 36Q (7479.490000 sec): 3 clusters
  Score: Raw -14575203.770989 + Penalty 5703.729753 = -14569500.041237
  nChanged 25
		SP:Iteration 37Q (7479.740000 sec): 3 clusters
  Score: Raw -14575213.393415 + Penalty 5703.729753 = -14569509.663662
  nChanged 21
		SP:Iteration 38Q (7479.980000 sec): 3 clusters
  Score: Raw -14575221.899250 + Penalty 5703.729753 = -14569518.169498
  nChanged 13
		SP:Iteration 39Q (7480.230000 sec): 3 clusters
  Score: Raw -14575226.540864 + Penalty 5703.729753 = -14569522.811111
  nChanged 14
		SP:Iteration 40F (7480.570000 sec): 3 clusters
  Score: Raw -14575230.680927 + Penalty 5703.729753 = -14569526.951174
  nChanged 5
		SP:Iteration 41Q (7480.820000 sec): 3 clusters
  Score: Raw -14575232.861617 + Penalty 5703.729753 = -14569529.131865
  nChanged 10
		SP:Iteration 42Q (7481.070000 sec): 3 clusters
  Score: Raw -14575236.304059 + Penalty 5703.729753 = -14569532.574306
  nChanged 12
		SP:Iteration 43Q (7481.310000 sec): 3 clusters
  Score: Raw -14575239.969292 + Penalty 5703.729753 = -14569536.239540
  nChanged 11
		SP:Iteration 44Q (7481.560000 sec): 3 clusters
  Score: Raw -14575245.301971 + Penalty 5703.729753 = -14569541.572219
  nChanged 12
		SP:Iteration 45Q (7481.800000 sec): 3 clusters
  Score: Raw -14575249.694869 + Penalty 5703.729753 = -14569545.965117
  nChanged 12
		SP:Iteration 46Q (7482.050000 sec): 3 clusters
  Score: Raw -14575253.595583 + Penalty 5703.729753 = -14569549.865830
  nChanged 9
		SP:Iteration 47Q (7482.290000 sec): 3 clusters
  Score: Raw -14575256.931822 + Penalty 5703.729753 = -14569553.202069
  nChanged 10
		SP:Iteration 48Q (7482.530000 sec): 3 clusters
  Score: Raw -14575261.230814 + Penalty 5703.729753 = -14569557.501062
  nChanged 13
		SP:Iteration 49Q (7482.780000 sec): 3 clusters
  Score: Raw -14575266.418633 + Penalty 5703.729753 = -14569562.688881
  nChanged 12
		SP:Iteration 50Q (7483.020000 sec): 3 clusters
  Score: Raw -14575270.230663 + Penalty 5703.729753 = -14569566.500910
  nChanged 10
		SP:Iteration 51Q (7483.270000 sec): 3 clusters
  Score: Raw -14575273.511038 + Penalty 5703.729753 = -14569569.781286
  nChanged 6
		SP:Iteration 52Q (7483.510000 sec): 3 clusters
  Score: Raw -14575275.353594 + Penalty 5703.729753 = -14569571.623842
  nChanged 7
		SP:Iteration 53Q (7483.750000 sec): 3 clusters
  Score: Raw -14575277.034151 + Penalty 5703.729753 = -14569573.304399
  nChanged 3
		SP:Iteration 54Q (7483.990000 sec): 3 clusters
  Score: Raw -14575277.496518 + Penalty 5703.729753 = -14569573.766766
  nChanged 1
		SP:Iteration 55Q (7484.230000 sec): 3 clusters
  Score: Raw -14575277.689605 + Penalty 5703.729753 = -14569573.959853
  nChanged 2
		SP:Iteration 56Q (7484.480000 sec): 3 clusters
  Score: Raw -14575278.142754 + Penalty 5703.729753 = -14569574.413001
  nChanged 0
		SP:Iteration 57F (7484.820000 sec): 3 clusters
  Score: Raw -14575278.142754 + Penalty 5703.729753 = -14569574.413001
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7484.850000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7484.850000 sec): 3 clusters
  Score: Raw -22183.135075 + Penalty 2547.356025 = -19635.779050
  nChanged 4
		SP:Iteration 1Q (7484.860000 sec): 3 clusters
  Score: Raw -22197.507487 + Penalty 2547.356025 = -19650.151462
  nChanged 1
		SP:Iteration 2Q (7484.860000 sec): 3 clusters
  Score: Raw -22200.672045 + Penalty 2547.356025 = -19653.316020
  nChanged 0
		SP:Iteration 3F (7484.860000 sec): 3 clusters
  Score: Raw -22200.672045 + Penalty 2547.356025 = -19653.316020
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51080 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7485.020000 sec): 2 clusters
  Score: Raw -7501320.762395 + Penalty 2688.604781 = -7498632.157614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7485.200000 sec): 3 clusters
  Score: Raw -7469640.610523 + Penalty 5377.209562 = -7464263.400962
  nChanged 23522
		SP:Iteration 1F (7485.370000 sec): 3 clusters
  Score: Raw -7482522.998371 + Penalty 5377.209562 = -7477145.788810
  nChanged 2081
		SP:Iteration 2Q (7485.560000 sec): 3 clusters
  Score: Raw -7483102.366350 + Penalty 5377.209562 = -7477725.156788
  nChanged 2002
		SP:Iteration 3Q (7485.740000 sec): 3 clusters
  Score: Raw -7483692.685192 + Penalty 5377.209562 = -7478315.475630
  nChanged 1961
		SP:Iteration 4Q (7485.920000 sec): 3 clusters
  Score: Raw -7484385.727646 + Penalty 5377.209562 = -7479008.518084
  nChanged 2247
		SP:Iteration 5Q (7486.110000 sec): 3 clusters
  Score: Raw -7485329.483265 + Penalty 5377.209562 = -7479952.273703
  nChanged 2508
		SP:Iteration 6Q (7486.290000 sec): 3 clusters
  Score: Raw -7486585.035219 + Penalty 5377.209562 = -7481207.825657
  nChanged 3060
		SP:Iteration 7F (7486.470000 sec): 3 clusters
  Score: Raw -7488518.744089 + Penalty 5377.209562 = -7483141.534527
  nChanged 3553
		SP:Iteration 8F (7486.640000 sec): 3 clusters
  Score: Raw -7491190.281332 + Penalty 5377.209562 = -7485813.071770
  nChanged 3685
		SP:Iteration 9F (7486.820000 sec): 3 clusters
  Score: Raw -7494320.925799 + Penalty 5377.209562 = -7488943.716237
  nChanged 3203
		SP:Iteration 10F (7487.000000 sec): 3 clusters
  Score: Raw -7497266.511773 + Penalty 5377.209562 = -7491889.302212
  nChanged 2245
		SP:Iteration 11Q (7487.170000 sec): 3 clusters
  Score: Raw -7499378.530095 + Penalty 5377.209562 = -7494001.320533
  nChanged 1224
		SP:Iteration 12Q (7487.320000 sec): 3 clusters
  Score: Raw -7500553.336972 + Penalty 5377.209562 = -7495176.127410
  nChanged 568
		SP:Iteration 13Q (7487.460000 sec): 3 clusters
  Score: Raw -7501111.386800 + Penalty 5377.209562 = -7495734.177238
  nChanged 294
		SP:Iteration 14Q (7487.590000 sec): 3 clusters
  Score: Raw -7501388.557118 + Penalty 5377.209562 = -7496011.347556
  nChanged 168
		SP:Iteration 15Q (7487.730000 sec): 3 clusters
  Score: Raw -7501531.963866 + Penalty 5377.209562 = -7496154.754305
  nChanged 106
		SP:Iteration 16Q (7487.860000 sec): 3 clusters
  Score: Raw -7501607.866346 + Penalty 5377.209562 = -7496230.656784
  nChanged 59
		SP:Iteration 17Q (7487.980000 sec): 3 clusters
  Score: Raw -7501653.273768 + Penalty 5377.209562 = -7496276.064206
  nChanged 38
		SP:Iteration 18Q (7488.110000 sec): 3 clusters
  Score: Raw -7501674.518375 + Penalty 5377.209562 = -7496297.308813
  nChanged 25
		SP:Iteration 19Q (7488.230000 sec): 3 clusters
  Score: Raw -7501687.356088 + Penalty 5377.209562 = -7496310.146526
  nChanged 14
		SP:Iteration 20F (7488.410000 sec): 3 clusters
  Score: Raw -7501694.072371 + Penalty 5377.209562 = -7496316.862809
  nChanged 11
		SP:Iteration 21Q (7488.530000 sec): 3 clusters
  Score: Raw -7501699.433356 + Penalty 5377.209562 = -7496322.223794
  nChanged 10
		SP:Iteration 22Q (7488.650000 sec): 3 clusters
  Score: Raw -7501702.941952 + Penalty 5377.209562 = -7496325.732390
  nChanged 9
		SP:Iteration 23Q (7488.780000 sec): 3 clusters
  Score: Raw -7501707.689572 + Penalty 5377.209562 = -7496330.480010
  nChanged 7
		SP:Iteration 24Q (7488.900000 sec): 3 clusters
  Score: Raw -7501711.746261 + Penalty 5377.209562 = -7496334.536699
  nChanged 7
		SP:Iteration 25Q (7489.030000 sec): 3 clusters
  Score: Raw -7501715.516484 + Penalty 5377.209562 = -7496338.306922
  nChanged 7
		SP:Iteration 26Q (7489.150000 sec): 3 clusters
  Score: Raw -7501719.537173 + Penalty 5377.209562 = -7496342.327612
  nChanged 7
		SP:Iteration 27Q (7489.270000 sec): 3 clusters
  Score: Raw -7501723.513608 + Penalty 5377.209562 = -7496346.304046
  nChanged 8
		SP:Iteration 28Q (7489.400000 sec): 3 clusters
  Score: Raw -7501728.359850 + Penalty 5377.209562 = -7496351.150288
  nChanged 6
		SP:Iteration 29Q (7489.520000 sec): 3 clusters
  Score: Raw -7501732.462690 + Penalty 5377.209562 = -7496355.253128
  nChanged 5
		SP:Iteration 30Q (7489.640000 sec): 3 clusters
  Score: Raw -7501735.625367 + Penalty 5377.209562 = -7496358.415805
  nChanged 5
		SP:Iteration 31Q (7489.770000 sec): 3 clusters
  Score: Raw -7501738.205177 + Penalty 5377.209562 = -7496360.995615
  nChanged 4
		SP:Iteration 32Q (7489.890000 sec): 3 clusters
  Score: Raw -7501739.675480 + Penalty 5377.209562 = -7496362.465918
  nChanged 3
		SP:Iteration 33Q (7490.010000 sec): 3 clusters
  Score: Raw -7501741.773571 + Penalty 5377.209562 = -7496364.564009
  nChanged 3
		SP:Iteration 34Q (7490.140000 sec): 3 clusters
  Score: Raw -7501743.471396 + Penalty 5377.209562 = -7496366.261834
  nChanged 0
		SP:Iteration 35F (7490.310000 sec): 3 clusters
  Score: Raw -7501743.471396 + Penalty 5377.209562 = -7496366.261834
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7490.340000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7490.340000 sec): 3 clusters
  Score: Raw -76027.144068 + Penalty 3043.240186 = -72983.903882
  nChanged 106
		SP:Iteration 1F (7490.340000 sec): 3 clusters
  Score: Raw -76285.306979 + Penalty 3043.240186 = -73242.066793
  nChanged 41
		SP:Iteration 2F (7490.340000 sec): 3 clusters
  Score: Raw -76411.303630 + Penalty 3043.240186 = -73368.063444
  nChanged 32
		SP:Iteration 3F (7490.340000 sec): 3 clusters
  Score: Raw -76523.138475 + Penalty 3043.240186 = -73479.898289
  nChanged 22
		SP:Iteration 4Q (7490.350000 sec): 3 clusters
  Score: Raw -76609.671224 + Penalty 3043.240186 = -73566.431038
  nChanged 16
		SP:Iteration 5Q (7490.350000 sec): 3 clusters
  Score: Raw -76714.644423 + Penalty 3043.240186 = -73671.404237
  nChanged 21
		SP:Iteration 6Q (7490.350000 sec): 3 clusters
  Score: Raw -76784.828829 + Penalty 3043.240186 = -73741.588643
  nChanged 11
		SP:Iteration 7Q (7490.350000 sec): 3 clusters
  Score: Raw -76837.001502 + Penalty 3043.240186 = -73793.761316
  nChanged 8
		SP:Iteration 8Q (7490.350000 sec): 3 clusters
  Score: Raw -76885.279079 + Penalty 3043.240186 = -73842.038893
  nChanged 4
		SP:Iteration 9Q (7490.350000 sec): 3 clusters
  Score: Raw -76901.149602 + Penalty 3043.240186 = -73857.909416
  nChanged 1
		SP:Iteration 10Q (7490.350000 sec): 3 clusters
  Score: Raw -76913.076011 + Penalty 3043.240186 = -73869.835825
  nChanged 1
		SP:Iteration 11Q (7490.350000 sec): 3 clusters
  Score: Raw -76926.115734 + Penalty 3043.240186 = -73882.875548
  nChanged 1
		SP:Iteration 12Q (7490.350000 sec): 3 clusters
  Score: Raw -76934.056745 + Penalty 3043.240186 = -73890.816559
  nChanged 0
		SP:Iteration 13F (7490.360000 sec): 3 clusters
  Score: Raw -76934.056745 + Penalty 3043.240186 = -73890.816559
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7490.360000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7490.360000 sec): 3 clusters
  Score: Raw -68278.900586 + Penalty 3055.958832 = -65222.941754
  nChanged 76
		SP:Iteration 1F (7490.370000 sec): 3 clusters
  Score: Raw -68429.083357 + Penalty 3055.958832 = -65373.124526
  nChanged 18
		SP:Iteration 2Q (7490.370000 sec): 3 clusters
  Score: Raw -68478.231981 + Penalty 3055.958832 = -65422.273149
  nChanged 10
		SP:Iteration 3Q (7490.370000 sec): 3 clusters
  Score: Raw -68498.914966 + Penalty 3055.958832 = -65442.956135
  nChanged 12
		SP:Iteration 4Q (7490.370000 sec): 3 clusters
  Score: Raw -68533.959799 + Penalty 3055.958832 = -65478.000967
  nChanged 11
		SP:Iteration 5Q (7490.370000 sec): 3 clusters
  Score: Raw -68559.433195 + Penalty 3055.958832 = -65503.474364
  nChanged 5
		SP:Iteration 6Q (7490.370000 sec): 3 clusters
  Score: Raw -68567.994017 + Penalty 3055.958832 = -65512.035185
  nChanged 4
		SP:Iteration 7Q (7490.370000 sec): 3 clusters
  Score: Raw -68574.535361 + Penalty 3055.958832 = -65518.576530
  nChanged 2
		SP:Iteration 8Q (7490.370000 sec): 3 clusters
  Score: Raw -68580.367646 + Penalty 3055.958832 = -65524.408814
  nChanged 3
		SP:Iteration 9Q (7490.380000 sec): 3 clusters
  Score: Raw -68586.462242 + Penalty 3055.958832 = -65530.503410
  nChanged 3
		SP:Iteration 10Q (7490.380000 sec): 3 clusters
  Score: Raw -68599.069182 + Penalty 3055.958832 = -65543.110351
  nChanged 5
		SP:Iteration 11Q (7490.380000 sec): 3 clusters
  Score: Raw -68612.789098 + Penalty 3055.958832 = -65556.830266
  nChanged 4
		SP:Iteration 12Q (7490.380000 sec): 3 clusters
  Score: Raw -68620.608761 + Penalty 3055.958832 = -65564.649930
  nChanged 1
		SP:Iteration 13Q (7490.380000 sec): 3 clusters
  Score: Raw -68621.942033 + Penalty 3055.958832 = -65565.983201
  nChanged 0
		SP:Iteration 14F (7490.390000 sec): 3 clusters
  Score: Raw -68621.942033 + Penalty 3055.958832 = -65565.983201
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (268325 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7491.220000 sec): 2 clusters
  Score: Raw -39706691.156725 + Penalty 3099.988644 = -39703591.168080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7492.160000 sec): 3 clusters
  Score: Raw -39529815.965747 + Penalty 6199.977289 = -39523615.988458
  nChanged 129475
		SP:Iteration 1F (7493.100000 sec): 3 clusters
  Score: Raw -39606006.894881 + Penalty 6199.977289 = -39599806.917592
  nChanged 6765
		SP:Iteration 2Q (7494.050000 sec): 3 clusters
  Score: Raw -39607424.505726 + Penalty 6199.977289 = -39601224.528437
  nChanged 7979
		SP:Iteration 3Q (7495.020000 sec): 3 clusters
  Score: Raw -39609605.113202 + Penalty 6199.977289 = -39603405.135913
  nChanged 10298
		SP:Iteration 4Q (7495.980000 sec): 3 clusters
  Score: Raw -39613515.507974 + Penalty 6199.977289 = -39607315.530685
  nChanged 14451
		SP:Iteration 5F (7496.920000 sec): 3 clusters
  Score: Raw -39621059.839661 + Penalty 6199.977289 = -39614859.862372
  nChanged 19971
		SP:Iteration 6F (7497.860000 sec): 3 clusters
  Score: Raw -39634906.238073 + Penalty 6199.977289 = -39628706.260784
  nChanged 24511
		SP:Iteration 7F (7498.790000 sec): 3 clusters
  Score: Raw -39656294.233477 + Penalty 6199.977289 = -39650094.256188
  nChanged 24366
		SP:Iteration 8F (7499.720000 sec): 3 clusters
  Score: Raw -39680524.362777 + Penalty 6199.977289 = -39674324.385489
  nChanged 16671
		SP:Iteration 9F (7500.660000 sec): 3 clusters
  Score: Raw -39697462.250589 + Penalty 6199.977289 = -39691262.273301
  nChanged 7156
		SP:Iteration 10Q (7501.480000 sec): 3 clusters
  Score: Raw -39704442.731286 + Penalty 6199.977289 = -39698242.753997
  nChanged 1986
		SP:Iteration 11Q (7502.220000 sec): 3 clusters
  Score: Raw -39706307.893319 + Penalty 6199.977289 = -39700107.916030
  nChanged 391
		SP:Iteration 12Q (7502.890000 sec): 3 clusters
  Score: Raw -39706731.627242 + Penalty 6199.977289 = -39700531.649953
  nChanged 98
		SP:Iteration 13Q (7503.540000 sec): 3 clusters
  Score: Raw -39706881.984049 + Penalty 6199.977289 = -39700682.006761
  nChanged 37
		SP:Iteration 14Q (7504.180000 sec): 3 clusters
  Score: Raw -39706958.578205 + Penalty 6199.977289 = -39700758.600916
  nChanged 20
		SP:Iteration 15Q (7504.820000 sec): 3 clusters
  Score: Raw -39706999.063640 + Penalty 6199.977289 = -39700799.086351
  nChanged 12
		SP:Iteration 16Q (7505.460000 sec): 3 clusters
  Score: Raw -39707021.775609 + Penalty 6199.977289 = -39700821.798320
  nChanged 5
		SP:Iteration 17Q (7506.100000 sec): 3 clusters
  Score: Raw -39707029.747116 + Penalty 6199.977289 = -39700829.769828
  nChanged 3
		SP:Iteration 18Q (7506.740000 sec): 3 clusters
  Score: Raw -39707037.299693 + Penalty 6199.977289 = -39700837.322404
  nChanged 1
		SP:Iteration 19Q (7507.380000 sec): 3 clusters
  Score: Raw -39707039.030435 + Penalty 6199.977289 = -39700839.053146
  nChanged 0
		SP:Iteration 20F (7508.300000 sec): 3 clusters
  Score: Raw -39707039.030435 + Penalty 6199.977289 = -39700839.053146
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33593 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7508.480000 sec): 2 clusters
  Score: Raw -5134675.926099 + Penalty 2584.674102 = -5132091.251997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7508.600000 sec): 3 clusters
  Score: Raw -5114322.296626 + Penalty 5169.348203 = -5109152.948422
  nChanged 15135
		SP:Iteration 1F (7508.720000 sec): 3 clusters
  Score: Raw -5122651.679313 + Penalty 5169.348203 = -5117482.331110
  nChanged 1414
		SP:Iteration 2Q (7508.840000 sec): 3 clusters
  Score: Raw -5123039.443782 + Penalty 5169.348203 = -5117870.095578
  nChanged 1175
		SP:Iteration 3Q (7508.960000 sec): 3 clusters
  Score: Raw -5123332.876917 + Penalty 5169.348203 = -5118163.528714
  nChanged 1067
		SP:Iteration 4Q (7509.080000 sec): 3 clusters
  Score: Raw -5123593.055838 + Penalty 5169.348203 = -5118423.707635
  nChanged 971
		SP:Iteration 5Q (7509.200000 sec): 3 clusters
  Score: Raw -5123826.886791 + Penalty 5169.348203 = -5118657.538587
  nChanged 918
		SP:Iteration 6Q (7509.320000 sec): 3 clusters
  Score: Raw -5124071.196716 + Penalty 5169.348203 = -5118901.848513
  nChanged 946
		SP:Iteration 7Q (7509.440000 sec): 3 clusters
  Score: Raw -5124361.270231 + Penalty 5169.348203 = -5119191.922028
  nChanged 1072
		SP:Iteration 8Q (7509.560000 sec): 3 clusters
  Score: Raw -5124747.355104 + Penalty 5169.348203 = -5119578.006900
  nChanged 1290
		SP:Iteration 9Q (7509.680000 sec): 3 clusters
  Score: Raw -5125304.452808 + Penalty 5169.348203 = -5120135.104605
  nChanged 1567
		SP:Iteration 10Q (7509.800000 sec): 3 clusters
  Score: Raw -5126140.245510 + Penalty 5169.348203 = -5120970.897306
  nChanged 1959
		SP:Iteration 11F (7509.920000 sec): 3 clusters
  Score: Raw -5127419.830949 + Penalty 5169.348203 = -5122250.482745
  nChanged 2231
		SP:Iteration 12F (7510.030000 sec): 3 clusters
  Score: Raw -5129175.225434 + Penalty 5169.348203 = -5124005.877230
  nChanged 2229
		SP:Iteration 13F (7510.150000 sec): 3 clusters
  Score: Raw -5131146.983473 + Penalty 5169.348203 = -5125977.635270
  nChanged 1804
		SP:Iteration 14F (7510.260000 sec): 3 clusters
  Score: Raw -5132834.594154 + Penalty 5169.348203 = -5127665.245950
  nChanged 1173
		SP:Iteration 15Q (7510.370000 sec): 3 clusters
  Score: Raw -5133956.887753 + Penalty 5169.348203 = -5128787.539549
  nChanged 543
		SP:Iteration 16Q (7510.460000 sec): 3 clusters
  Score: Raw -5134481.850442 + Penalty 5169.348203 = -5129312.502239
  nChanged 232
		SP:Iteration 17Q (7510.560000 sec): 3 clusters
  Score: Raw -5134717.511055 + Penalty 5169.348203 = -5129548.162852
  nChanged 92
		SP:Iteration 18Q (7510.640000 sec): 3 clusters
  Score: Raw -5134826.817195 + Penalty 5169.348203 = -5129657.468991
  nChanged 49
		SP:Iteration 19Q (7510.720000 sec): 3 clusters
  Score: Raw -5134895.236932 + Penalty 5169.348203 = -5129725.888728
  nChanged 27
		SP:Iteration 20F (7510.840000 sec): 3 clusters
  Score: Raw -5134935.183085 + Penalty 5169.348203 = -5129765.834881
  nChanged 17
		SP:Iteration 21Q (7510.920000 sec): 3 clusters
  Score: Raw -5134961.010974 + Penalty 5169.348203 = -5129791.662771
  nChanged 10
		SP:Iteration 22Q (7511.010000 sec): 3 clusters
  Score: Raw -5134981.878092 + Penalty 5169.348203 = -5129812.529889
  nChanged 9
		SP:Iteration 23Q (7511.090000 sec): 3 clusters
  Score: Raw -5134995.389713 + Penalty 5169.348203 = -5129826.041509
  nChanged 4
		SP:Iteration 24Q (7511.170000 sec): 3 clusters
  Score: Raw -5135000.415091 + Penalty 5169.348203 = -5129831.066887
  nChanged 1
		SP:Iteration 25Q (7511.250000 sec): 3 clusters
  Score: Raw -5135001.222325 + Penalty 5169.348203 = -5129831.874121
  nChanged 2
		SP:Iteration 26Q (7511.330000 sec): 3 clusters
  Score: Raw -5135003.334476 + Penalty 5169.348203 = -5129833.986272
  nChanged 1
		SP:Iteration 27Q (7511.410000 sec): 3 clusters
  Score: Raw -5135003.943699 + Penalty 5169.348203 = -5129834.595495
  nChanged 1
		SP:Iteration 28Q (7511.500000 sec): 3 clusters
  Score: Raw -5135005.041789 + Penalty 5169.348203 = -5129835.693586
  nChanged 0
		SP:Iteration 29F (7511.610000 sec): 3 clusters
  Score: Raw -5135005.041789 + Penalty 5169.348203 = -5129835.693586
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.630000 sec): 2 clusters
  Score: Raw -140430.621500 + Penalty 1730.597008 = -138700.024491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.630000 sec): 3 clusters
  Score: Raw -140184.938766 + Penalty 3461.194016 = -136723.744750
  nChanged 272
		SP:Iteration 1F (7511.640000 sec): 3 clusters
  Score: Raw -140498.111655 + Penalty 3461.194016 = -137036.917638
  nChanged 75
		SP:Iteration 2F (7511.640000 sec): 3 clusters
  Score: Raw -140625.367243 + Penalty 3461.194016 = -137164.173227
  nChanged 53
		SP:Iteration 3Q (7511.640000 sec): 3 clusters
  Score: Raw -140713.284176 + Penalty 3461.194016 = -137252.090160
  nChanged 45
		SP:Iteration 4Q (7511.640000 sec): 3 clusters
  Score: Raw -140793.379188 + Penalty 3461.194016 = -137332.185172
  nChanged 37
		SP:Iteration 5Q (7511.650000 sec): 3 clusters
  Score: Raw -140844.855867 + Penalty 3461.194016 = -137383.661851
  nChanged 26
		SP:Iteration 6Q (7511.650000 sec): 3 clusters
  Score: Raw -140884.742459 + Penalty 3461.194016 = -137423.548443
  nChanged 26
		SP:Iteration 7Q (7511.660000 sec): 3 clusters
  Score: Raw -140924.457590 + Penalty 3461.194016 = -137463.263573
  nChanged 15
		SP:Iteration 8Q (7511.660000 sec): 3 clusters
  Score: Raw -140949.474504 + Penalty 3461.194016 = -137488.280488
  nChanged 11
		SP:Iteration 9Q (7511.660000 sec): 3 clusters
  Score: Raw -140966.027550 + Penalty 3461.194016 = -137504.833534
  nChanged 5
		SP:Iteration 10Q (7511.670000 sec): 3 clusters
  Score: Raw -140978.313763 + Penalty 3461.194016 = -137517.119747
  nChanged 11
		SP:Iteration 11Q (7511.670000 sec): 3 clusters
  Score: Raw -140996.127492 + Penalty 3461.194016 = -137534.933475
  nChanged 7
		SP:Iteration 12Q (7511.670000 sec): 3 clusters
  Score: Raw -141006.350854 + Penalty 3461.194016 = -137545.156837
  nChanged 6
		SP:Iteration 13Q (7511.680000 sec): 3 clusters
  Score: Raw -141012.721164 + Penalty 3461.194016 = -137551.527147
  nChanged 0
		SP:Iteration 14F (7511.680000 sec): 3 clusters
  Score: Raw -141012.721164 + Penalty 3461.194016 = -137551.527147
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.680000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.680000 sec): 3 clusters
  Score: Raw -31534.657676 + Penalty 2705.839273 = -28828.818403
  nChanged 24
		SP:Iteration 1F (7511.680000 sec): 3 clusters
  Score: Raw -31632.533304 + Penalty 2705.839273 = -28926.694031
  nChanged 5
		SP:Iteration 2Q (7511.690000 sec): 3 clusters
  Score: Raw -31654.471929 + Penalty 2705.839273 = -28948.632656
  nChanged 1
		SP:Iteration 3Q (7511.690000 sec): 3 clusters
  Score: Raw -31659.447716 + Penalty 2705.839273 = -28953.608443
  nChanged 1
		SP:Iteration 4Q (7511.690000 sec): 3 clusters
  Score: Raw -31662.708962 + Penalty 2705.839273 = -28956.869689
  nChanged 1
		SP:Iteration 5Q (7511.690000 sec): 3 clusters
  Score: Raw -31666.820891 + Penalty 2705.839273 = -28960.981618
  nChanged 0
		SP:Iteration 6F (7511.690000 sec): 3 clusters
  Score: Raw -31666.820891 + Penalty 2705.839273 = -28960.981618
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.690000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.700000 sec): 3 clusters
  Score: Raw -77754.207387 + Penalty 3172.049753 = -74582.157634
  nChanged 127
		SP:Iteration 1F (7511.700000 sec): 3 clusters
  Score: Raw -77996.156089 + Penalty 3172.049753 = -74824.106336
  nChanged 43
		SP:Iteration 2F (7511.700000 sec): 3 clusters
  Score: Raw -78106.479641 + Penalty 3172.049753 = -74934.429889
  nChanged 30
		SP:Iteration 3F (7511.700000 sec): 3 clusters
  Score: Raw -78178.417067 + Penalty 3172.049753 = -75006.367314
  nChanged 17
		SP:Iteration 4Q (7511.700000 sec): 3 clusters
  Score: Raw -78248.247997 + Penalty 3172.049753 = -75076.198244
  nChanged 19
		SP:Iteration 5Q (7511.700000 sec): 3 clusters
  Score: Raw -78321.221185 + Penalty 3172.049753 = -75149.171433
  nChanged 20
		SP:Iteration 6Q (7511.710000 sec): 3 clusters
  Score: Raw -78415.322776 + Penalty 3172.049753 = -75243.273023
  nChanged 21
		SP:Iteration 7Q (7511.710000 sec): 3 clusters
  Score: Raw -78467.060288 + Penalty 3172.049753 = -75295.010535
  nChanged 21
		SP:Iteration 8Q (7511.710000 sec): 3 clusters
  Score: Raw -78528.329524 + Penalty 3172.049753 = -75356.279771
  nChanged 18
		SP:Iteration 9Q (7511.710000 sec): 3 clusters
  Score: Raw -78598.759650 + Penalty 3172.049753 = -75426.709897
  nChanged 11
		SP:Iteration 10Q (7511.720000 sec): 3 clusters
  Score: Raw -78643.792494 + Penalty 3172.049753 = -75471.742742
  nChanged 11
		SP:Iteration 11Q (7511.720000 sec): 3 clusters
  Score: Raw -78692.679584 + Penalty 3172.049753 = -75520.629831
  nChanged 9
		SP:Iteration 12Q (7511.720000 sec): 3 clusters
  Score: Raw -78716.256371 + Penalty 3172.049753 = -75544.206619
  nChanged 6
		SP:Iteration 13Q (7511.720000 sec): 3 clusters
  Score: Raw -78740.876334 + Penalty 3172.049753 = -75568.826581
  nChanged 5
		SP:Iteration 14Q (7511.720000 sec): 3 clusters
  Score: Raw -78758.614704 + Penalty 3172.049753 = -75586.564951
  nChanged 7
		SP:Iteration 15Q (7511.720000 sec): 3 clusters
  Score: Raw -78775.502923 + Penalty 3172.049753 = -75603.453170
  nChanged 3
		SP:Iteration 16Q (7511.720000 sec): 3 clusters
  Score: Raw -78780.297890 + Penalty 3172.049753 = -75608.248138
  nChanged 0
		SP:Iteration 17F (7511.730000 sec): 3 clusters
  Score: Raw -78780.297890 + Penalty 3172.049753 = -75608.248138
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.730000 sec): 2 clusters
  Score: Raw -24891.149195 + Penalty 1367.330329 = -23523.818866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.730000 sec): 3 clusters
  Score: Raw -25372.593443 + Penalty 2734.660658 = -22637.932785
  nChanged 47
		SP:Iteration 1F (7511.730000 sec): 3 clusters
  Score: Raw -25855.372695 + Penalty 2734.660658 = -23120.712037
  nChanged 21
		SP:Iteration 2F (7511.730000 sec): 3 clusters
  Score: Raw -25979.825631 + Penalty 2734.660658 = -23245.164973
  nChanged 9
		SP:Iteration 3Q (7511.730000 sec): 3 clusters
  Score: Raw -26041.330609 + Penalty 2734.660658 = -23306.669951
  nChanged 3
		SP:Iteration 4Q (7511.740000 sec): 3 clusters
  Score: Raw -26080.695045 + Penalty 2734.660658 = -23346.034387
  nChanged 0
		SP:Iteration 5F (7511.740000 sec): 3 clusters
  Score: Raw -26080.695045 + Penalty 2734.660658 = -23346.034387
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.740000 sec): 2 clusters
  Score: Raw -33339.247056 + Penalty 1391.149005 = -31948.098051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.740000 sec): 3 clusters
  Score: Raw -33523.349021 + Penalty 2782.298010 = -30741.051011
  nChanged 34
		SP:Iteration 1F (7511.740000 sec): 3 clusters
  Score: Raw -33746.731507 + Penalty 2782.298010 = -30964.433496
  nChanged 19
		SP:Iteration 2F (7511.740000 sec): 3 clusters
  Score: Raw -33950.751198 + Penalty 2782.298010 = -31168.453188
  nChanged 17
		SP:Iteration 3F (7511.740000 sec): 3 clusters
  Score: Raw -34074.845432 + Penalty 2782.298010 = -31292.547421
  nChanged 11
		SP:Iteration 4Q (7511.740000 sec): 3 clusters
  Score: Raw -34139.543885 + Penalty 2782.298010 = -31357.245874
  nChanged 1
		SP:Iteration 5Q (7511.740000 sec): 3 clusters
  Score: Raw -34144.024419 + Penalty 2782.298010 = -31361.726408
  nChanged 0
		SP:Iteration 6F (7511.740000 sec): 3 clusters
  Score: Raw -34144.024419 + Penalty 2782.298010 = -31361.726408
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.750000 sec): 2 clusters
  Score: Raw -29517.385556 + Penalty 1335.354776 = -28182.030780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.750000 sec): 3 clusters
  Score: Raw -29701.001292 + Penalty 2670.709551 = -27030.291741
  nChanged 13
		SP:Iteration 1F (7511.750000 sec): 3 clusters
  Score: Raw -29744.347538 + Penalty 2670.709551 = -27073.637987
  nChanged 5
		SP:Iteration 2Q (7511.750000 sec): 3 clusters
  Score: Raw -29762.780693 + Penalty 2670.709551 = -27092.071142
  nChanged 1
		SP:Iteration 3Q (7511.750000 sec): 3 clusters
  Score: Raw -29767.724954 + Penalty 2670.709551 = -27097.015403
  nChanged 1
		SP:Iteration 4Q (7511.750000 sec): 3 clusters
  Score: Raw -29771.078360 + Penalty 2670.709551 = -27100.368809
  nChanged 1
		SP:Iteration 5Q (7511.750000 sec): 3 clusters
  Score: Raw -29773.700555 + Penalty 2670.709551 = -27102.991004
  nChanged 0
		SP:Iteration 6F (7511.760000 sec): 3 clusters
  Score: Raw -29773.700555 + Penalty 2670.709551 = -27102.991004
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.760000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.760000 sec): 3 clusters
  Score: Raw -55066.162076 + Penalty 2975.472535 = -52090.689541
  nChanged 60
		SP:Iteration 1F (7511.760000 sec): 3 clusters
  Score: Raw -55202.035112 + Penalty 2975.472535 = -52226.562577
  nChanged 18
		SP:Iteration 2Q (7511.760000 sec): 3 clusters
  Score: Raw -55261.042439 + Penalty 2975.472535 = -52285.569904
  nChanged 8
		SP:Iteration 3Q (7511.760000 sec): 3 clusters
  Score: Raw -55276.929113 + Penalty 2975.472535 = -52301.456578
  nChanged 5
		SP:Iteration 4Q (7511.760000 sec): 3 clusters
  Score: Raw -55290.647867 + Penalty 2975.472535 = -52315.175333
  nChanged 3
		SP:Iteration 5Q (7511.760000 sec): 3 clusters
  Score: Raw -55301.988567 + Penalty 2975.472535 = -52326.516032
  nChanged 1
		SP:Iteration 6Q (7511.770000 sec): 3 clusters
  Score: Raw -55303.137958 + Penalty 2975.472535 = -52327.665423
  nChanged 0
		SP:Iteration 7F (7511.770000 sec): 3 clusters
  Score: Raw -55303.137958 + Penalty 2975.472535 = -52327.665423
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.770000 sec): 2 clusters
  Score: Raw -17715.061371 + Penalty 1316.450389 = -16398.610982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.770000 sec): 3 clusters
  Score: Raw -18207.355556 + Penalty 2632.900778 = -15574.454778
  nChanged 45
		SP:Iteration 1F (7511.770000 sec): 3 clusters
  Score: Raw -18383.355175 + Penalty 2632.900778 = -15750.454397
  nChanged 18
		SP:Iteration 2F (7511.780000 sec): 3 clusters
  Score: Raw -18510.365944 + Penalty 2632.900778 = -15877.465166
  nChanged 11
		SP:Iteration 3F (7511.780000 sec): 3 clusters
  Score: Raw -18580.835896 + Penalty 2632.900778 = -15947.935118
  nChanged 8
		SP:Iteration 4Q (7511.780000 sec): 3 clusters
  Score: Raw -18630.298887 + Penalty 2632.900778 = -15997.398109
  nChanged 7
		SP:Iteration 5Q (7511.780000 sec): 3 clusters
  Score: Raw -18675.995321 + Penalty 2632.900778 = -16043.094543
  nChanged 5
		SP:Iteration 6Q (7511.780000 sec): 3 clusters
  Score: Raw -18697.913326 + Penalty 2632.900778 = -16065.012548
  nChanged 2
		SP:Iteration 7Q (7511.780000 sec): 3 clusters
  Score: Raw -18705.575937 + Penalty 2632.900778 = -16072.675159
  nChanged 1
		SP:Iteration 8Q (7511.780000 sec): 3 clusters
  Score: Raw -18708.468468 + Penalty 2632.900778 = -16075.567691
  nChanged 0
		SP:Iteration 9F (7511.780000 sec): 3 clusters
  Score: Raw -18708.668714 + Penalty 2632.900778 = -16075.767937
  nChanged 1
		SP:Iteration 10Q (7511.780000 sec): 3 clusters
  Score: Raw -18716.774394 + Penalty 2632.900778 = -16083.873616
  nChanged 1
		SP:Iteration 11Q (7511.780000 sec): 3 clusters
  Score: Raw -18732.830356 + Penalty 2632.900778 = -16099.929579
  nChanged 2
		SP:Iteration 12Q (7511.780000 sec): 3 clusters
  Score: Raw -18770.734313 + Penalty 2632.900778 = -16137.833535
  nChanged 0
		SP:Iteration 13F (7511.780000 sec): 3 clusters
  Score: Raw -18770.734313 + Penalty 2632.900778 = -16137.833535
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.780000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.780000 sec): 3 clusters
  Score: Raw -29527.828559 + Penalty 2686.385799 = -26841.442759
  nChanged 16
		SP:Iteration 1F (7511.790000 sec): 3 clusters
  Score: Raw -29587.115260 + Penalty 2686.385799 = -26900.729460
  nChanged 5
		SP:Iteration 2Q (7511.790000 sec): 3 clusters
  Score: Raw -29615.158933 + Penalty 2686.385799 = -26928.773134
  nChanged 1
		SP:Iteration 3Q (7511.790000 sec): 3 clusters
  Score: Raw -29628.346292 + Penalty 2686.385799 = -26941.960493
  nChanged 1
		SP:Iteration 4Q (7511.790000 sec): 3 clusters
  Score: Raw -29647.995901 + Penalty 2686.385799 = -26961.610101
  nChanged 0
		SP:Iteration 5F (7511.790000 sec): 3 clusters
  Score: Raw -29647.995901 + Penalty 2686.385799 = -26961.610101
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.790000 sec): 2 clusters
  Score: Raw -46074.767155 + Penalty 1447.033063 = -44627.734092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.790000 sec): 3 clusters
  Score: Raw -46287.387277 + Penalty 2894.066126 = -43393.321151
  nChanged 64
		SP:Iteration 1F (7511.790000 sec): 3 clusters
  Score: Raw -46487.009721 + Penalty 2894.066126 = -43592.943596
  nChanged 13
		SP:Iteration 2Q (7511.790000 sec): 3 clusters
  Score: Raw -46516.058587 + Penalty 2894.066126 = -43621.992461
  nChanged 4
		SP:Iteration 3Q (7511.800000 sec): 3 clusters
  Score: Raw -46525.474542 + Penalty 2894.066126 = -43631.408416
  nChanged 3
		SP:Iteration 4Q (7511.800000 sec): 3 clusters
  Score: Raw -46532.569606 + Penalty 2894.066126 = -43638.503481
  nChanged 2
		SP:Iteration 5Q (7511.800000 sec): 3 clusters
  Score: Raw -46538.282741 + Penalty 2894.066126 = -43644.216615
  nChanged 1
		SP:Iteration 6Q (7511.800000 sec): 3 clusters
  Score: Raw -46542.881494 + Penalty 2894.066126 = -43648.815368
  nChanged 3
		SP:Iteration 7Q (7511.800000 sec): 3 clusters
  Score: Raw -46549.105587 + Penalty 2894.066126 = -43655.039461
  nChanged 0
		SP:Iteration 8F (7511.800000 sec): 3 clusters
  Score: Raw -46549.105587 + Penalty 2894.066126 = -43655.039461
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.800000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.800000 sec): 3 clusters
  Score: Raw -55270.768102 + Penalty 3005.325105 = -52265.442997
  nChanged 75
		SP:Iteration 1F (7511.810000 sec): 3 clusters
  Score: Raw -55461.765782 + Penalty 3005.325105 = -52456.440677
  nChanged 17
		SP:Iteration 2Q (7511.810000 sec): 3 clusters
  Score: Raw -55534.017645 + Penalty 3005.325105 = -52528.692540
  nChanged 12
		SP:Iteration 3Q (7511.810000 sec): 3 clusters
  Score: Raw -55566.384170 + Penalty 3005.325105 = -52561.059065
  nChanged 10
		SP:Iteration 4Q (7511.810000 sec): 3 clusters
  Score: Raw -55592.331714 + Penalty 3005.325105 = -52587.006609
  nChanged 11
		SP:Iteration 5Q (7511.810000 sec): 3 clusters
  Score: Raw -55624.696163 + Penalty 3005.325105 = -52619.371058
  nChanged 5
		SP:Iteration 6Q (7511.810000 sec): 3 clusters
  Score: Raw -55637.714488 + Penalty 3005.325105 = -52632.389383
  nChanged 8
		SP:Iteration 7Q (7511.810000 sec): 3 clusters
  Score: Raw -55664.048681 + Penalty 3005.325105 = -52658.723576
  nChanged 3
		SP:Iteration 8Q (7511.810000 sec): 3 clusters
  Score: Raw -55670.322582 + Penalty 3005.325105 = -52664.997477
  nChanged 1
		SP:Iteration 9Q (7511.810000 sec): 3 clusters
  Score: Raw -55673.403278 + Penalty 3005.325105 = -52668.078173
  nChanged 1
		SP:Iteration 10Q (7511.820000 sec): 3 clusters
  Score: Raw -55679.275288 + Penalty 3005.325105 = -52673.950183
  nChanged 1
		SP:Iteration 11Q (7511.820000 sec): 3 clusters
  Score: Raw -55680.042553 + Penalty 3005.325105 = -52674.717448
  nChanged 0
		SP:Iteration 12F (7511.820000 sec): 3 clusters
  Score: Raw -55680.042553 + Penalty 3005.325105 = -52674.717448
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 39 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.820000 sec): 2 clusters
  Score: Raw -22896.629861 + Penalty 1287.853299 = -21608.776562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.820000 sec): 3 clusters
  Score: Raw -23226.824906 + Penalty 2575.706598 = -20651.118308
  nChanged 18
		SP:Iteration 1F (7511.820000 sec): 3 clusters
  Score: Raw -23310.342122 + Penalty 2575.706598 = -20734.635524
  nChanged 1
		SP:Iteration 2Q (7511.820000 sec): 3 clusters
  Score: Raw -23314.023961 + Penalty 2575.706598 = -20738.317363
  nChanged 0
		SP:Iteration 3F (7511.820000 sec): 3 clusters
  Score: Raw -23314.023961 + Penalty 2575.706598 = -20738.317363
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.830000 sec): 2 clusters
  Score: Raw -68690.960353 + Penalty 1547.104507 = -67143.855846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.830000 sec): 3 clusters
  Score: Raw -68765.686498 + Penalty 3094.209014 = -65671.477484
  nChanged 93
		SP:Iteration 1F (7511.830000 sec): 3 clusters
  Score: Raw -68931.878144 + Penalty 3094.209014 = -65837.669130
  nChanged 19
		SP:Iteration 2Q (7511.830000 sec): 3 clusters
  Score: Raw -68975.296178 + Penalty 3094.209014 = -65881.087164
  nChanged 6
		SP:Iteration 3Q (7511.840000 sec): 3 clusters
  Score: Raw -68987.010575 + Penalty 3094.209014 = -65892.801561
  nChanged 4
		SP:Iteration 4Q (7511.840000 sec): 3 clusters
  Score: Raw -68994.517449 + Penalty 3094.209014 = -65900.308435
  nChanged 4
		SP:Iteration 5Q (7511.840000 sec): 3 clusters
  Score: Raw -69001.950454 + Penalty 3094.209014 = -65907.741440
  nChanged 5
		SP:Iteration 6Q (7511.840000 sec): 3 clusters
  Score: Raw -69014.650759 + Penalty 3094.209014 = -65920.441745
  nChanged 4
		SP:Iteration 7Q (7511.840000 sec): 3 clusters
  Score: Raw -69025.058251 + Penalty 3094.209014 = -65930.849237
  nChanged 2
		SP:Iteration 8Q (7511.840000 sec): 3 clusters
  Score: Raw -69027.326085 + Penalty 3094.209014 = -65933.117071
  nChanged 0
		SP:Iteration 9F (7511.840000 sec): 3 clusters
  Score: Raw -69027.326085 + Penalty 3094.209014 = -65933.117071
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.850000 sec): 2 clusters
  Score: Raw -28608.723062 + Penalty 1441.162966 = -27167.560096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.850000 sec): 3 clusters
  Score: Raw -29157.744983 + Penalty 2882.325933 = -26275.419051
  nChanged 99
		SP:Iteration 1F (7511.850000 sec): 3 clusters
  Score: Raw -29748.971531 + Penalty 2882.325933 = -26866.645598
  nChanged 47
		SP:Iteration 2F (7511.850000 sec): 3 clusters
  Score: Raw -30489.926411 + Penalty 2882.325933 = -27607.600479
  nChanged 11
		SP:Iteration 3Q (7511.850000 sec): 3 clusters
  Score: Raw -30696.874972 + Penalty 2882.325933 = -27814.549040
  nChanged 5
		SP:Iteration 4Q (7511.860000 sec): 3 clusters
  Score: Raw -30792.592841 + Penalty 2882.325933 = -27910.266909
  nChanged 3
		SP:Iteration 5Q (7511.860000 sec): 3 clusters
  Score: Raw -30969.155534 + Penalty 2882.325933 = -28086.829602
  nChanged 7
		SP:Iteration 6Q (7511.860000 sec): 3 clusters
  Score: Raw -31131.597649 + Penalty 2882.325933 = -28249.271716
  nChanged 3
		SP:Iteration 7Q (7511.860000 sec): 3 clusters
  Score: Raw -31175.342561 + Penalty 2882.325933 = -28293.016628
  nChanged 3
		SP:Iteration 8Q (7511.860000 sec): 3 clusters
  Score: Raw -31207.543003 + Penalty 2882.325933 = -28325.217070
  nChanged 2
		SP:Iteration 9Q (7511.860000 sec): 3 clusters
  Score: Raw -31243.305578 + Penalty 2882.325933 = -28360.979646
  nChanged 3
		SP:Iteration 10Q (7511.860000 sec): 3 clusters
  Score: Raw -31324.259788 + Penalty 2882.325933 = -28441.933855
  nChanged 1
		SP:Iteration 11Q (7511.860000 sec): 3 clusters
  Score: Raw -31380.279170 + Penalty 2882.325933 = -28497.953237
  nChanged 4
		SP:Iteration 12Q (7511.860000 sec): 3 clusters
  Score: Raw -31550.541071 + Penalty 2882.325933 = -28668.215138
  nChanged 2
		SP:Iteration 13Q (7511.860000 sec): 3 clusters
  Score: Raw -31818.493011 + Penalty 2882.325933 = -28936.167078
  nChanged 0
		SP:Iteration 14F (7511.860000 sec): 3 clusters
  Score: Raw -31839.554734 + Penalty 2882.325933 = -28957.228801
  nChanged 1
		SP:Iteration 15Q (7511.860000 sec): 3 clusters
  Score: Raw -32068.194779 + Penalty 2882.325933 = -29185.868846
  nChanged 0
		SP:Iteration 16F (7511.860000 sec): 3 clusters
  Score: Raw -32068.194779 + Penalty 2882.325933 = -29185.868846
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 38.
Iteration 259Q (7522.550000 sec): 42 clusters
  Score: Raw -117667091.712797 + Penalty 138362.130809 = -117528729.581987
  nChanged 28
Iteration 260F (7564.880000 sec): 42 clusters
  Score: Raw -117668588.976669 + Penalty 138362.130809 = -117530226.845859
  nChanged 70
Iteration 261Q (7575.590000 sec): 42 clusters
  Score: Raw -117671400.772321 + Penalty 138362.130809 = -117533038.641512
  nChanged 30
Iteration 262Q (7586.280000 sec): 42 clusters
  Score: Raw -117671480.989010 + Penalty 138362.130809 = -117533118.858200
  nChanged 14
Iteration 263Q (7596.970000 sec): 42 clusters
  Score: Raw -117671556.032335 + Penalty 138362.130809 = -117533193.901525
  nChanged 16
Iteration 264Q (7607.670000 sec): 42 clusters
  Score: Raw -117671613.925892 + Penalty 138362.130809 = -117533251.795083
  nChanged 15
Iteration 265Q (7618.370000 sec): 42 clusters
  Score: Raw -117671677.182348 + Penalty 138362.130809 = -117533315.051539
  nChanged 17
Iteration 266Q (7629.070000 sec): 42 clusters
  Score: Raw -117671677.864963 + Penalty 138362.130809 = -117533315.734154
  nChanged 12
Iteration 267Q (7639.770000 sec): 42 clusters
  Score: Raw -117671678.154537 + Penalty 138362.130809 = -117533316.023727
  nChanged 15
Iteration 268Q (7650.490000 sec): 42 clusters
  Score: Raw -117671678.592360 + Penalty 138362.130809 = -117533316.461551
  nChanged 16
Iteration 269Q (7661.180000 sec): 42 clusters
  Score: Raw -117671679.332671 + Penalty 138362.130809 = -117533317.201862
  nChanged 28
Iteration 270Q (7671.870000 sec): 42 clusters
  Score: Raw -117671680.350651 + Penalty 138362.130809 = -117533318.219842
  nChanged 23
Iteration 271Q (7682.530000 sec): 42 clusters
  Score: Raw -117671681.016140 + Penalty 138362.130809 = -117533318.885330
  nChanged 25
Iteration 272Q (7693.230000 sec): 42 clusters
  Score: Raw -117671681.811877 + Penalty 138362.130809 = -117533319.681067
  nChanged 25
Iteration 273Q (7703.890000 sec): 42 clusters
  Score: Raw -117671682.947622 + Penalty 138362.130809 = -117533320.816813
  nChanged 27
Iteration 274Q (7714.550000 sec): 42 clusters
  Score: Raw -117671684.345218 + Penalty 138362.130809 = -117533322.214409
  nChanged 24
Iteration 275Q (7725.220000 sec): 42 clusters
  Score: Raw -117671685.375230 + Penalty 138362.130809 = -117533323.244421
  nChanged 36
Iteration 276Q (7735.890000 sec): 42 clusters
  Score: Raw -117671686.760076 + Penalty 138362.130809 = -117533324.629266
  nChanged 29
Iteration 277Q (7746.550000 sec): 42 clusters
  Score: Raw -117671687.478451 + Penalty 138362.130809 = -117533325.347641
  nChanged 32
Iteration 278Q (7757.220000 sec): 42 clusters
  Score: Raw -117671688.458532 + Penalty 138362.130809 = -117533326.327723
  nChanged 32
Iteration 279Q (7767.890000 sec): 42 clusters
  Score: Raw -117671689.452096 + Penalty 138362.130809 = -117533327.321287
  nChanged 22
Iteration 280F (7810.120000 sec): 42 clusters
  Score: Raw -117674086.929815 + Penalty 138362.130809 = -117535724.799005
  nChanged 74
Iteration 281Q (7818.960000 sec): 42 clusters
  Score: Raw -117675090.220235 + Penalty 138362.130809 = -117536728.089426
  nChanged 30
Iteration 282Q (7827.780000 sec): 42 clusters
  Score: Raw -117675124.375010 + Penalty 138362.130809 = -117536762.244201
  nChanged 31
Iteration 283Q (7836.530000 sec): 42 clusters
  Score: Raw -117675136.384956 + Penalty 138362.130809 = -117536774.254146
  nChanged 29
Iteration 284Q (7845.290000 sec): 42 clusters
  Score: Raw -117675140.615498 + Penalty 138362.130809 = -117536778.484689
  nChanged 20
Iteration 285Q (7854.050000 sec): 42 clusters
  Score: Raw -117675145.857962 + Penalty 138362.130809 = -117536783.727153
  nChanged 16
Iteration 286Q (7862.840000 sec): 42 clusters
  Score: Raw -117675150.549636 + Penalty 138362.130809 = -117536788.418826
  nChanged 20
Iteration 287Q (7871.610000 sec): 42 clusters
  Score: Raw -117675153.986828 + Penalty 138362.130809 = -117536791.856018
  nChanged 21
Iteration 288Q (7880.410000 sec): 42 clusters
  Score: Raw -117675154.379602 + Penalty 138362.130809 = -117536792.248793
  nChanged 11
Iteration 289Q (7889.190000 sec): 42 clusters
  Score: Raw -117675154.675608 + Penalty 138362.130809 = -117536792.544799
  nChanged 9
Iteration 290Q (7897.960000 sec): 42 clusters
  Score: Raw -117675154.979079 + Penalty 138362.130809 = -117536792.848269
  nChanged 12
Iteration 291Q (7906.730000 sec): 42 clusters
  Score: Raw -117675155.255227 + Penalty 138362.130809 = -117536793.124417
  nChanged 12
Iteration 292Q (7915.490000 sec): 42 clusters
  Score: Raw -117675155.387256 + Penalty 138362.130809 = -117536793.256446
  nChanged 9
Iteration 293Q (7924.240000 sec): 42 clusters
  Score: Raw -117675155.485389 + Penalty 138362.130809 = -117536793.354580
  nChanged 11
Iteration 294Q (7933.000000 sec): 42 clusters
  Score: Raw -117675155.677407 + Penalty 138362.130809 = -117536793.546597
  nChanged 21
Iteration 295Q (7941.760000 sec): 42 clusters
  Score: Raw -117675155.970493 + Penalty 138362.130809 = -117536793.839683
  nChanged 14
Iteration 296Q (7950.520000 sec): 42 clusters
  Score: Raw -117675156.209443 + Penalty 138362.130809 = -117536794.078634
  nChanged 19
Iteration 297Q (7959.270000 sec): 42 clusters
  Score: Raw -117675156.588499 + Penalty 138362.130809 = -117536794.457690
  nChanged 24
Iteration 298Q (7968.030000 sec): 42 clusters
  Score: Raw -117675156.985873 + Penalty 138362.130809 = -117536794.855064
  nChanged 18
Writing temp clu file 
Because OldScore, -117536794.457690, is greater than current (better) Score,-117536794.855064 
 Compute initial score before splitting:   Score: Raw -117675156.985873 + Penalty 138362.130809 = -117536794.855064
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7968.180000 sec): 2 clusters
  Score: Raw -1048183.648990 + Penalty 2200.863096 = -1045982.785895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7968.210000 sec): 3 clusters
  Score: Raw -1044512.237960 + Penalty 4401.726192 = -1040110.511768
  nChanged 2861
		SP:Iteration 1F (7968.240000 sec): 3 clusters
  Score: Raw -1046038.947748 + Penalty 4401.726192 = -1041637.221556
  nChanged 503
		SP:Iteration 2F (7968.260000 sec): 3 clusters
  Score: Raw -1046305.520656 + Penalty 4401.726192 = -1041903.794464
  nChanged 365
		SP:Iteration 3F (7968.280000 sec): 3 clusters
  Score: Raw -1046493.377930 + Penalty 4401.726192 = -1042091.651738
  nChanged 302
		SP:Iteration 4Q (7968.310000 sec): 3 clusters
  Score: Raw -1046639.059824 + Penalty 4401.726192 = -1042237.333632
  nChanged 248
		SP:Iteration 5Q (7968.330000 sec): 3 clusters
  Score: Raw -1046768.455694 + Penalty 4401.726192 = -1042366.729502
  nChanged 242
		SP:Iteration 6Q (7968.360000 sec): 3 clusters
  Score: Raw -1046882.974074 + Penalty 4401.726192 = -1042481.247883
  nChanged 218
		SP:Iteration 7Q (7968.380000 sec): 3 clusters
  Score: Raw -1046998.159067 + Penalty 4401.726192 = -1042596.432876
  nChanged 241
		SP:Iteration 8Q (7968.410000 sec): 3 clusters
  Score: Raw -1047126.638526 + Penalty 4401.726192 = -1042724.912334
  nChanged 235
		SP:Iteration 9Q (7968.430000 sec): 3 clusters
  Score: Raw -1047268.536740 + Penalty 4401.726192 = -1042866.810548
  nChanged 263
		SP:Iteration 10Q (7968.460000 sec): 3 clusters
  Score: Raw -1047422.415621 + Penalty 4401.726192 = -1043020.689429
  nChanged 215
		SP:Iteration 11Q (7968.480000 sec): 3 clusters
  Score: Raw -1047553.230260 + Penalty 4401.726192 = -1043151.504068
  nChanged 205
		SP:Iteration 12Q (7968.500000 sec): 3 clusters
  Score: Raw -1047684.469280 + Penalty 4401.726192 = -1043282.743089
  nChanged 204
		SP:Iteration 13Q (7968.530000 sec): 3 clusters
  Score: Raw -1047825.049007 + Penalty 4401.726192 = -1043423.322816
  nChanged 178
		SP:Iteration 14Q (7968.550000 sec): 3 clusters
  Score: Raw -1047948.121786 + Penalty 4401.726192 = -1043546.395595
  nChanged 135
		SP:Iteration 15Q (7968.570000 sec): 3 clusters
  Score: Raw -1048036.288031 + Penalty 4401.726192 = -1043634.561839
  nChanged 117
		SP:Iteration 16Q (7968.590000 sec): 3 clusters
  Score: Raw -1048129.939541 + Penalty 4401.726192 = -1043728.213349
  nChanged 95
		SP:Iteration 17Q (7968.620000 sec): 3 clusters
  Score: Raw -1048203.015388 + Penalty 4401.726192 = -1043801.289196
  nChanged 63
		SP:Iteration 18Q (7968.640000 sec): 3 clusters
  Score: Raw -1048253.773501 + Penalty 4401.726192 = -1043852.047310
  nChanged 56
		SP:Iteration 19Q (7968.660000 sec): 3 clusters
  Score: Raw -1048300.733671 + Penalty 4401.726192 = -1043899.007479
  nChanged 42
		SP:Iteration 20F (7968.680000 sec): 3 clusters
  Score: Raw -1048339.259086 + Penalty 4401.726192 = -1043937.532894
  nChanged 30
		SP:Iteration 21Q (7968.710000 sec): 3 clusters
  Score: Raw -1048361.035991 + Penalty 4401.726192 = -1043959.309799
  nChanged 11
		SP:Iteration 22Q (7968.730000 sec): 3 clusters
  Score: Raw -1048369.611654 + Penalty 4401.726192 = -1043967.885462
  nChanged 7
		SP:Iteration 23Q (7968.750000 sec): 3 clusters
  Score: Raw -1048375.379065 + Penalty 4401.726192 = -1043973.652873
  nChanged 10
		SP:Iteration 24Q (7968.770000 sec): 3 clusters
  Score: Raw -1048382.628042 + Penalty 4401.726192 = -1043980.901850
  nChanged 8
		SP:Iteration 25Q (7968.790000 sec): 3 clusters
  Score: Raw -1048386.921547 + Penalty 4401.726192 = -1043985.195355
  nChanged 6
		SP:Iteration 26Q (7968.810000 sec): 3 clusters
  Score: Raw -1048390.691209 + Penalty 4401.726192 = -1043988.965017
  nChanged 4
		SP:Iteration 27Q (7968.840000 sec): 3 clusters
  Score: Raw -1048393.296787 + Penalty 4401.726192 = -1043991.570595
  nChanged 2
		SP:Iteration 28Q (7968.860000 sec): 3 clusters
  Score: Raw -1048394.433518 + Penalty 4401.726192 = -1043992.707326
  nChanged 2
		SP:Iteration 29Q (7968.880000 sec): 3 clusters
  Score: Raw -1048395.991155 + Penalty 4401.726192 = -1043994.264963
  nChanged 1
		SP:Iteration 30Q (7968.900000 sec): 3 clusters
  Score: Raw -1048396.494878 + Penalty 4401.726192 = -1043994.768686
  nChanged 0
		SP:Iteration 31F (7968.920000 sec): 3 clusters
  Score: Raw -1048396.494878 + Penalty 4401.726192 = -1043994.768686
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7637 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7968.950000 sec): 2 clusters
  Score: Raw -1103545.830385 + Penalty 2217.308513 = -1101328.521872
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7968.970000 sec): 3 clusters
  Score: Raw -1099539.450587 + Penalty 4434.617027 = -1095104.833560
  nChanged 3069
		SP:Iteration 1F (7969.000000 sec): 3 clusters
  Score: Raw -1101229.212826 + Penalty 4434.617027 = -1096794.595799
  nChanged 555
		SP:Iteration 2F (7969.020000 sec): 3 clusters
  Score: Raw -1101524.819495 + Penalty 4434.617027 = -1097090.202468
  nChanged 435
		SP:Iteration 3F (7969.050000 sec): 3 clusters
  Score: Raw -1101736.245320 + Penalty 4434.617027 = -1097301.628294
  nChanged 332
		SP:Iteration 4Q (7969.080000 sec): 3 clusters
  Score: Raw -1101924.893279 + Penalty 4434.617027 = -1097490.276252
  nChanged 323
		SP:Iteration 5Q (7969.100000 sec): 3 clusters
  Score: Raw -1102111.269164 + Penalty 4434.617027 = -1097676.652137
  nChanged 289
		SP:Iteration 6Q (7969.130000 sec): 3 clusters
  Score: Raw -1102257.306847 + Penalty 4434.617027 = -1097822.689821
  nChanged 243
		SP:Iteration 7Q (7969.160000 sec): 3 clusters
  Score: Raw -1102374.927918 + Penalty 4434.617027 = -1097940.310891
  nChanged 229
		SP:Iteration 8Q (7969.180000 sec): 3 clusters
  Score: Raw -1102483.642684 + Penalty 4434.617027 = -1098049.025657
  nChanged 199
		SP:Iteration 9Q (7969.210000 sec): 3 clusters
  Score: Raw -1102586.706282 + Penalty 4434.617027 = -1098152.089255
  nChanged 227
		SP:Iteration 10Q (7969.240000 sec): 3 clusters
  Score: Raw -1102690.083466 + Penalty 4434.617027 = -1098255.466439
  nChanged 207
		SP:Iteration 11Q (7969.260000 sec): 3 clusters
  Score: Raw -1102783.991874 + Penalty 4434.617027 = -1098349.374847
  nChanged 174
		SP:Iteration 12Q (7969.290000 sec): 3 clusters
  Score: Raw -1102860.944965 + Penalty 4434.617027 = -1098426.327938
  nChanged 157
		SP:Iteration 13Q (7969.310000 sec): 3 clusters
  Score: Raw -1102927.805815 + Penalty 4434.617027 = -1098493.188788
  nChanged 127
		SP:Iteration 14Q (7969.340000 sec): 3 clusters
  Score: Raw -1102972.433342 + Penalty 4434.617027 = -1098537.816316
  nChanged 112
		SP:Iteration 15Q (7969.360000 sec): 3 clusters
  Score: Raw -1103017.411131 + Penalty 4434.617027 = -1098582.794105
  nChanged 108
		SP:Iteration 16Q (7969.390000 sec): 3 clusters
  Score: Raw -1103061.091130 + Penalty 4434.617027 = -1098626.474103
  nChanged 100
		SP:Iteration 17Q (7969.420000 sec): 3 clusters
  Score: Raw -1103097.637558 + Penalty 4434.617027 = -1098663.020531
  nChanged 103
		SP:Iteration 18Q (7969.440000 sec): 3 clusters
  Score: Raw -1103140.762376 + Penalty 4434.617027 = -1098706.145349
  nChanged 85
		SP:Iteration 19Q (7969.470000 sec): 3 clusters
  Score: Raw -1103174.786877 + Penalty 4434.617027 = -1098740.169850
  nChanged 98
		SP:Iteration 20F (7969.500000 sec): 3 clusters
  Score: Raw -1103214.202450 + Penalty 4434.617027 = -1098779.585423
  nChanged 106
		SP:Iteration 21Q (7969.520000 sec): 3 clusters
  Score: Raw -1103259.468708 + Penalty 4434.617027 = -1098824.851681
  nChanged 86
		SP:Iteration 22Q (7969.540000 sec): 3 clusters
  Score: Raw -1103294.851429 + Penalty 4434.617027 = -1098860.234402
  nChanged 89
		SP:Iteration 23Q (7969.570000 sec): 3 clusters
  Score: Raw -1103331.375092 + Penalty 4434.617027 = -1098896.758065
  nChanged 85
		SP:Iteration 24Q (7969.600000 sec): 3 clusters
  Score: Raw -1103366.500775 + Penalty 4434.617027 = -1098931.883748
  nChanged 81
		SP:Iteration 25Q (7969.620000 sec): 3 clusters
  Score: Raw -1103396.670695 + Penalty 4434.617027 = -1098962.053668
  nChanged 69
		SP:Iteration 26Q (7969.640000 sec): 3 clusters
  Score: Raw -1103420.046610 + Penalty 4434.617027 = -1098985.429583
  nChanged 61
		SP:Iteration 27Q (7969.670000 sec): 3 clusters
  Score: Raw -1103442.423353 + Penalty 4434.617027 = -1099007.806326
  nChanged 54
		SP:Iteration 28Q (7969.700000 sec): 3 clusters
  Score: Raw -1103460.036324 + Penalty 4434.617027 = -1099025.419297
  nChanged 42
		SP:Iteration 29Q (7969.720000 sec): 3 clusters
  Score: Raw -1103474.801634 + Penalty 4434.617027 = -1099040.184607
  nChanged 37
		SP:Iteration 30Q (7969.740000 sec): 3 clusters
  Score: Raw -1103486.171202 + Penalty 4434.617027 = -1099051.554175
  nChanged 28
		SP:Iteration 31Q (7969.770000 sec): 3 clusters
  Score: Raw -1103492.815810 + Penalty 4434.617027 = -1099058.198783
  nChanged 12
		SP:Iteration 32Q (7969.790000 sec): 3 clusters
  Score: Raw -1103495.559604 + Penalty 4434.617027 = -1099060.942577
  nChanged 9
		SP:Iteration 33Q (7969.820000 sec): 3 clusters
  Score: Raw -1103497.758296 + Penalty 4434.617027 = -1099063.141269
  nChanged 13
		SP:Iteration 34Q (7969.840000 sec): 3 clusters
  Score: Raw -1103501.135215 + Penalty 4434.617027 = -1099066.518188
  nChanged 12
		SP:Iteration 35Q (7969.870000 sec): 3 clusters
  Score: Raw -1103504.157030 + Penalty 4434.617027 = -1099069.540003
  nChanged 12
		SP:Iteration 36Q (7969.890000 sec): 3 clusters
  Score: Raw -1103507.462469 + Penalty 4434.617027 = -1099072.845442
  nChanged 12
		SP:Iteration 37Q (7969.920000 sec): 3 clusters
  Score: Raw -1103511.022460 + Penalty 4434.617027 = -1099076.405433
  nChanged 14
		SP:Iteration 38Q (7969.940000 sec): 3 clusters
  Score: Raw -1103514.929103 + Penalty 4434.617027 = -1099080.312076
  nChanged 16
		SP:Iteration 39Q (7969.960000 sec): 3 clusters
  Score: Raw -1103519.763330 + Penalty 4434.617027 = -1099085.146303
  nChanged 17
		SP:Iteration 40F (7969.990000 sec): 3 clusters
  Score: Raw -1103522.779808 + Penalty 4434.617027 = -1099088.162781
  nChanged 12
		SP:Iteration 41Q (7970.010000 sec): 3 clusters
  Score: Raw -1103525.239469 + Penalty 4434.617027 = -1099090.622442
  nChanged 11
		SP:Iteration 42Q (7970.040000 sec): 3 clusters
  Score: Raw -1103527.519509 + Penalty 4434.617027 = -1099092.902482
  nChanged 12
		SP:Iteration 43Q (7970.060000 sec): 3 clusters
  Score: Raw -1103529.667135 + Penalty 4434.617027 = -1099095.050108
  nChanged 12
		SP:Iteration 44Q (7970.090000 sec): 3 clusters
  Score: Raw -1103531.927896 + Penalty 4434.617027 = -1099097.310869
  nChanged 9
		SP:Iteration 45Q (7970.110000 sec): 3 clusters
  Score: Raw -1103533.618102 + Penalty 4434.617027 = -1099099.001075
  nChanged 8
		SP:Iteration 46Q (7970.140000 sec): 3 clusters
  Score: Raw -1103534.902322 + Penalty 4434.617027 = -1099100.285295
  nChanged 7
		SP:Iteration 47Q (7970.160000 sec): 3 clusters
  Score: Raw -1103536.522055 + Penalty 4434.617027 = -1099101.905028
  nChanged 6
		SP:Iteration 48Q (7970.180000 sec): 3 clusters
  Score: Raw -1103538.096617 + Penalty 4434.617027 = -1099103.479590
  nChanged 9
		SP:Iteration 49Q (7970.210000 sec): 3 clusters
  Score: Raw -1103539.951068 + Penalty 4434.617027 = -1099105.334041
  nChanged 7
		SP:Iteration 50Q (7970.230000 sec): 3 clusters
  Score: Raw -1103541.398994 + Penalty 4434.617027 = -1099106.781967
  nChanged 5
		SP:Iteration 51Q (7970.260000 sec): 3 clusters
  Score: Raw -1103542.686495 + Penalty 4434.617027 = -1099108.069468
  nChanged 8
		SP:Iteration 52Q (7970.280000 sec): 3 clusters
  Score: Raw -1103544.141791 + Penalty 4434.617027 = -1099109.524764
  nChanged 2
		SP:Iteration 53Q (7970.300000 sec): 3 clusters
  Score: Raw -1103544.783675 + Penalty 4434.617027 = -1099110.166648
  nChanged 4
		SP:Iteration 54Q (7970.330000 sec): 3 clusters
  Score: Raw -1103545.557964 + Penalty 4434.617027 = -1099110.940937
  nChanged 1
		SP:Iteration 55Q (7970.350000 sec): 3 clusters
  Score: Raw -1103545.688737 + Penalty 4434.617027 = -1099111.071710
  nChanged 0
		SP:Iteration 56F (7970.380000 sec): 3 clusters
  Score: Raw -1103545.688737 + Penalty 4434.617027 = -1099111.071710
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7970.480000 sec): 2 clusters
  Score: Raw -4023086.398677 + Penalty 2532.630925 = -4020553.767752
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7970.580000 sec): 3 clusters
  Score: Raw -4006898.325070 + Penalty 5065.261850 = -4001833.063220
  nChanged 12141
		SP:Iteration 1F (7970.670000 sec): 3 clusters
  Score: Raw -4013324.593281 + Penalty 5065.261850 = -4008259.331431
  nChanged 1257
		SP:Iteration 2Q (7970.770000 sec): 3 clusters
  Score: Raw -4013722.237119 + Penalty 5065.261850 = -4008656.975269
  nChanged 1121
		SP:Iteration 3Q (7970.870000 sec): 3 clusters
  Score: Raw -4014075.564604 + Penalty 5065.261850 = -4009010.302754
  nChanged 1038
		SP:Iteration 4Q (7970.970000 sec): 3 clusters
  Score: Raw -4014424.275611 + Penalty 5065.261850 = -4009359.013761
  nChanged 1007
		SP:Iteration 5Q (7971.070000 sec): 3 clusters
  Score: Raw -4014791.582882 + Penalty 5065.261850 = -4009726.321032
  nChanged 985
		SP:Iteration 6Q (7971.170000 sec): 3 clusters
  Score: Raw -4015205.110193 + Penalty 5065.261850 = -4010139.848343
  nChanged 1028
		SP:Iteration 7Q (7971.260000 sec): 3 clusters
  Score: Raw -4015710.742683 + Penalty 5065.261850 = -4010645.480833
  nChanged 1110
		SP:Iteration 8Q (7971.360000 sec): 3 clusters
  Score: Raw -4016309.699975 + Penalty 5065.261850 = -4011244.438125
  nChanged 1159
		SP:Iteration 9Q (7971.460000 sec): 3 clusters
  Score: Raw -4017022.428471 + Penalty 5065.261850 = -4011957.166621
  nChanged 1270
		SP:Iteration 10Q (7971.560000 sec): 3 clusters
  Score: Raw -4017875.352212 + Penalty 5065.261850 = -4012810.090362
  nChanged 1285
		SP:Iteration 11Q (7971.660000 sec): 3 clusters
  Score: Raw -4018731.436293 + Penalty 5065.261850 = -4013666.174443
  nChanged 1221
		SP:Iteration 12Q (7971.750000 sec): 3 clusters
  Score: Raw -4019565.418555 + Penalty 5065.261850 = -4014500.156705
  nChanged 1202
		SP:Iteration 13Q (7971.840000 sec): 3 clusters
  Score: Raw -4020405.574024 + Penalty 5065.261850 = -4015340.312174
  nChanged 1083
		SP:Iteration 14Q (7971.930000 sec): 3 clusters
  Score: Raw -4021135.077576 + Penalty 5065.261850 = -4016069.815726
  nChanged 916
		SP:Iteration 15Q (7972.020000 sec): 3 clusters
  Score: Raw -4021751.480487 + Penalty 5065.261850 = -4016686.218637
  nChanged 724
		SP:Iteration 16Q (7972.100000 sec): 3 clusters
  Score: Raw -4022209.620157 + Penalty 5065.261850 = -4017144.358307
  nChanged 554
		SP:Iteration 17Q (7972.180000 sec): 3 clusters
  Score: Raw -4022547.729038 + Penalty 5065.261850 = -4017482.467188
  nChanged 419
		SP:Iteration 18Q (7972.260000 sec): 3 clusters
  Score: Raw -4022792.862799 + Penalty 5065.261850 = -4017727.600949
  nChanged 291
		SP:Iteration 19Q (7972.340000 sec): 3 clusters
  Score: Raw -4022972.071386 + Penalty 5065.261850 = -4017906.809536
  nChanged 217
		SP:Iteration 20F (7972.440000 sec): 3 clusters
  Score: Raw -4023109.595296 + Penalty 5065.261850 = -4018044.333446
  nChanged 148
		SP:Iteration 21Q (7972.510000 sec): 3 clusters
  Score: Raw -4023191.573051 + Penalty 5065.261850 = -4018126.311201
  nChanged 100
		SP:Iteration 22Q (7972.580000 sec): 3 clusters
  Score: Raw -4023248.561414 + Penalty 5065.261850 = -4018183.299564
  nChanged 84
		SP:Iteration 23Q (7972.660000 sec): 3 clusters
  Score: Raw -4023305.011035 + Penalty 5065.261850 = -4018239.749185
  nChanged 69
		SP:Iteration 24Q (7972.730000 sec): 3 clusters
  Score: Raw -4023343.771859 + Penalty 5065.261850 = -4018278.510009
  nChanged 48
		SP:Iteration 25Q (7972.800000 sec): 3 clusters
  Score: Raw -4023368.164949 + Penalty 5065.261850 = -4018302.903099
  nChanged 39
		SP:Iteration 26Q (7972.880000 sec): 3 clusters
  Score: Raw -4023386.393147 + Penalty 5065.261850 = -4018321.131297
  nChanged 25
		SP:Iteration 27Q (7972.940000 sec): 3 clusters
  Score: Raw -4023401.492317 + Penalty 5065.261850 = -4018336.230467
  nChanged 21
		SP:Iteration 28Q (7973.020000 sec): 3 clusters
  Score: Raw -4023414.109643 + Penalty 5065.261850 = -4018348.847793
  nChanged 20
		SP:Iteration 29Q (7973.090000 sec): 3 clusters
  Score: Raw -4023425.931497 + Penalty 5065.261850 = -4018360.669647
  nChanged 25
		SP:Iteration 30Q (7973.160000 sec): 3 clusters
  Score: Raw -4023441.228873 + Penalty 5065.261850 = -4018375.967023
  nChanged 16
		SP:Iteration 31Q (7973.230000 sec): 3 clusters
  Score: Raw -4023450.595442 + Penalty 5065.261850 = -4018385.333592
  nChanged 18
		SP:Iteration 32Q (7973.300000 sec): 3 clusters
  Score: Raw -4023460.390682 + Penalty 5065.261850 = -4018395.128832
  nChanged 17
		SP:Iteration 33Q (7973.370000 sec): 3 clusters
  Score: Raw -4023470.319086 + Penalty 5065.261850 = -4018405.057236
  nChanged 10
		SP:Iteration 34Q (7973.440000 sec): 3 clusters
  Score: Raw -4023475.304474 + Penalty 5065.261850 = -4018410.042624
  nChanged 10
		SP:Iteration 35Q (7973.510000 sec): 3 clusters
  Score: Raw -4023480.347243 + Penalty 5065.261850 = -4018415.085393
  nChanged 13
		SP:Iteration 36Q (7973.580000 sec): 3 clusters
  Score: Raw -4023486.943458 + Penalty 5065.261850 = -4018421.681608
  nChanged 10
		SP:Iteration 37Q (7973.650000 sec): 3 clusters
  Score: Raw -4023493.305976 + Penalty 5065.261850 = -4018428.044126
  nChanged 12
		SP:Iteration 38Q (7973.720000 sec): 3 clusters
  Score: Raw -4023500.967359 + Penalty 5065.261850 = -4018435.705509
  nChanged 10
		SP:Iteration 39Q (7973.790000 sec): 3 clusters
  Score: Raw -4023508.038482 + Penalty 5065.261850 = -4018442.776632
  nChanged 6
		SP:Iteration 40F (7973.880000 sec): 3 clusters
  Score: Raw -4023512.157354 + Penalty 5065.261850 = -4018446.895504
  nChanged 8
		SP:Iteration 41Q (7973.960000 sec): 3 clusters
  Score: Raw -4023516.287963 + Penalty 5065.261850 = -4018451.026113
  nChanged 6
		SP:Iteration 42Q (7974.020000 sec): 3 clusters
  Score: Raw -4023519.110406 + Penalty 5065.261850 = -4018453.848556
  nChanged 5
		SP:Iteration 43Q (7974.100000 sec): 3 clusters
  Score: Raw -4023521.764549 + Penalty 5065.261850 = -4018456.502699
  nChanged 2
		SP:Iteration 44Q (7974.160000 sec): 3 clusters
  Score: Raw -4023523.302446 + Penalty 5065.261850 = -4018458.040596
  nChanged 2
		SP:Iteration 45Q (7974.240000 sec): 3 clusters
  Score: Raw -4023524.991238 + Penalty 5065.261850 = -4018459.729388
  nChanged 4
		SP:Iteration 46Q (7974.300000 sec): 3 clusters
  Score: Raw -4023527.389270 + Penalty 5065.261850 = -4018462.127421
  nChanged 4
		SP:Iteration 47Q (7974.370000 sec): 3 clusters
  Score: Raw -4023529.024770 + Penalty 5065.261850 = -4018463.762920
  nChanged 3
		SP:Iteration 48Q (7974.440000 sec): 3 clusters
  Score: Raw -4023530.357203 + Penalty 5065.261850 = -4018465.095353
  nChanged 3
		SP:Iteration 49Q (7974.510000 sec): 3 clusters
  Score: Raw -4023531.607727 + Penalty 5065.261850 = -4018466.345877
  nChanged 1
		SP:Iteration 50Q (7974.580000 sec): 3 clusters
  Score: Raw -4023531.873590 + Penalty 5065.261850 = -4018466.611740
  nChanged 1
		SP:Iteration 51Q (7974.650000 sec): 3 clusters
  Score: Raw -4023532.153489 + Penalty 5065.261850 = -4018466.891639
  nChanged 1
		SP:Iteration 52Q (7974.720000 sec): 3 clusters
  Score: Raw -4023532.977591 + Penalty 5065.261850 = -4018467.715741
  nChanged 2
		SP:Iteration 53Q (7974.800000 sec): 3 clusters
  Score: Raw -4023534.184409 + Penalty 5065.261850 = -4018468.922559
  nChanged 4
		SP:Iteration 54Q (7974.870000 sec): 3 clusters
  Score: Raw -4023536.068727 + Penalty 5065.261850 = -4018470.806877
  nChanged 4
		SP:Iteration 55Q (7974.940000 sec): 3 clusters
  Score: Raw -4023539.484230 + Penalty 5065.261850 = -4018474.222380
  nChanged 7
		SP:Iteration 56Q (7975.010000 sec): 3 clusters
  Score: Raw -4023543.481762 + Penalty 5065.261850 = -4018478.219912
  nChanged 6
		SP:Iteration 57Q (7975.080000 sec): 3 clusters
  Score: Raw -4023546.898558 + Penalty 5065.261850 = -4018481.636708
  nChanged 3
		SP:Iteration 58Q (7975.150000 sec): 3 clusters
  Score: Raw -4023548.012340 + Penalty 5065.261850 = -4018482.750490
  nChanged 1
		SP:Iteration 59Q (7975.220000 sec): 3 clusters
  Score: Raw -4023548.620302 + Penalty 5065.261850 = -4018483.358452
  nChanged 2
		SP:Iteration 60F (7975.310000 sec): 3 clusters
  Score: Raw -4023549.743051 + Penalty 5065.261850 = -4018484.481201
  nChanged 2
		SP:Iteration 61Q (7975.380000 sec): 3 clusters
  Score: Raw -4023550.715053 + Penalty 5065.261850 = -4018485.453203
  nChanged 3
		SP:Iteration 62Q (7975.440000 sec): 3 clusters
  Score: Raw -4023552.426725 + Penalty 5065.261850 = -4018487.164875
  nChanged 3
		SP:Iteration 63Q (7975.510000 sec): 3 clusters
  Score: Raw -4023553.705576 + Penalty 5065.261850 = -4018488.443726
  nChanged 1
		SP:Iteration 64Q (7975.580000 sec): 3 clusters
  Score: Raw -4023554.451912 + Penalty 5065.261850 = -4018489.190062
  nChanged 1
		SP:Iteration 65Q (7975.650000 sec): 3 clusters
  Score: Raw -4023554.964278 + Penalty 5065.261850 = -4018489.702428
  nChanged 1
		SP:Iteration 66Q (7975.710000 sec): 3 clusters
  Score: Raw -4023555.232175 + Penalty 5065.261850 = -4018489.970325
  nChanged 0
		SP:Iteration 67F (7975.810000 sec): 3 clusters
  Score: Raw -4023555.232175 + Penalty 5065.261850 = -4018489.970325
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24072 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7975.880000 sec): 2 clusters
  Score: Raw -3337372.617782 + Penalty 2502.023545 = -3334870.594236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7975.960000 sec): 3 clusters
  Score: Raw -3323204.735074 + Penalty 5004.047091 = -3318200.687984
  nChanged 10724
		SP:Iteration 1F (7976.050000 sec): 3 clusters
  Score: Raw -3329018.734431 + Penalty 5004.047091 = -3324014.687340
  nChanged 1321
		SP:Iteration 2F (7976.130000 sec): 3 clusters
  Score: Raw -3329550.962498 + Penalty 5004.047091 = -3324546.915407
  nChanged 1219
		SP:Iteration 3F (7976.210000 sec): 3 clusters
  Score: Raw -3330099.179985 + Penalty 5004.047091 = -3325095.132894
  nChanged 1255
		SP:Iteration 4F (7976.300000 sec): 3 clusters
  Score: Raw -3330719.532039 + Penalty 5004.047091 = -3325715.484948
  nChanged 1250
		SP:Iteration 5F (7976.380000 sec): 3 clusters
  Score: Raw -3331431.797902 + Penalty 5004.047091 = -3326427.750811
  nChanged 1279
		SP:Iteration 6F (7976.460000 sec): 3 clusters
  Score: Raw -3332233.763558 + Penalty 5004.047091 = -3327229.716467
  nChanged 1315
		SP:Iteration 7F (7976.550000 sec): 3 clusters
  Score: Raw -3333167.593723 + Penalty 5004.047091 = -3328163.546633
  nChanged 1320
		SP:Iteration 8F (7976.630000 sec): 3 clusters
  Score: Raw -3334200.490084 + Penalty 5004.047091 = -3329196.442994
  nChanged 1130
		SP:Iteration 9Q (7976.720000 sec): 3 clusters
  Score: Raw -3335085.994669 + Penalty 5004.047091 = -3330081.947578
  nChanged 861
		SP:Iteration 10Q (7976.800000 sec): 3 clusters
  Score: Raw -3335719.368874 + Penalty 5004.047091 = -3330715.321784
  nChanged 656
		SP:Iteration 11Q (7976.880000 sec): 3 clusters
  Score: Raw -3336217.843621 + Penalty 5004.047091 = -3331213.796530
  nChanged 547
		SP:Iteration 12Q (7976.950000 sec): 3 clusters
  Score: Raw -3336592.041134 + Penalty 5004.047091 = -3331587.994043
  nChanged 410
		SP:Iteration 13Q (7977.030000 sec): 3 clusters
  Score: Raw -3336889.597448 + Penalty 5004.047091 = -3331885.550358
  nChanged 313
		SP:Iteration 14Q (7977.100000 sec): 3 clusters
  Score: Raw -3337084.879014 + Penalty 5004.047091 = -3332080.831924
  nChanged 238
		SP:Iteration 15Q (7977.170000 sec): 3 clusters
  Score: Raw -3337259.138502 + Penalty 5004.047091 = -3332255.091412
  nChanged 194
		SP:Iteration 16Q (7977.240000 sec): 3 clusters
  Score: Raw -3337390.485442 + Penalty 5004.047091 = -3332386.438352
  nChanged 162
		SP:Iteration 17Q (7977.300000 sec): 3 clusters
  Score: Raw -3337498.645702 + Penalty 5004.047091 = -3332494.598611
  nChanged 133
		SP:Iteration 18Q (7977.370000 sec): 3 clusters
  Score: Raw -3337596.234801 + Penalty 5004.047091 = -3332592.187711
  nChanged 113
		SP:Iteration 19Q (7977.440000 sec): 3 clusters
  Score: Raw -3337663.557005 + Penalty 5004.047091 = -3332659.509914
  nChanged 84
		SP:Iteration 20F (7977.520000 sec): 3 clusters
  Score: Raw -3337713.213392 + Penalty 5004.047091 = -3332709.166301
  nChanged 77
		SP:Iteration 21Q (7977.580000 sec): 3 clusters
  Score: Raw -3337756.360676 + Penalty 5004.047091 = -3332752.313585
  nChanged 56
		SP:Iteration 22Q (7977.650000 sec): 3 clusters
  Score: Raw -3337789.152845 + Penalty 5004.047091 = -3332785.105754
  nChanged 47
		SP:Iteration 23Q (7977.710000 sec): 3 clusters
  Score: Raw -3337813.951940 + Penalty 5004.047091 = -3332809.904849
  nChanged 32
		SP:Iteration 24Q (7977.770000 sec): 3 clusters
  Score: Raw -3337828.115724 + Penalty 5004.047091 = -3332824.068633
  nChanged 16
		SP:Iteration 25Q (7977.840000 sec): 3 clusters
  Score: Raw -3337837.499775 + Penalty 5004.047091 = -3332833.452684
  nChanged 22
		SP:Iteration 26Q (7977.900000 sec): 3 clusters
  Score: Raw -3337848.315668 + Penalty 5004.047091 = -3332844.268577
  nChanged 16
		SP:Iteration 27Q (7977.960000 sec): 3 clusters
  Score: Raw -3337855.262878 + Penalty 5004.047091 = -3332851.215788
  nChanged 16
		SP:Iteration 28Q (7978.020000 sec): 3 clusters
  Score: Raw -3337859.603497 + Penalty 5004.047091 = -3332855.556406
  nChanged 9
		SP:Iteration 29Q (7978.080000 sec): 3 clusters
  Score: Raw -3337862.946643 + Penalty 5004.047091 = -3332858.899552
  nChanged 5
		SP:Iteration 30Q (7978.150000 sec): 3 clusters
  Score: Raw -3337864.772267 + Penalty 5004.047091 = -3332860.725176
  nChanged 5
		SP:Iteration 31Q (7978.210000 sec): 3 clusters
  Score: Raw -3337867.020844 + Penalty 5004.047091 = -3332862.973754
  nChanged 6
		SP:Iteration 32Q (7978.270000 sec): 3 clusters
  Score: Raw -3337869.512181 + Penalty 5004.047091 = -3332865.465090
  nChanged 5
		SP:Iteration 33Q (7978.340000 sec): 3 clusters
  Score: Raw -3337871.350160 + Penalty 5004.047091 = -3332867.303069
  nChanged 3
		SP:Iteration 34Q (7978.400000 sec): 3 clusters
  Score: Raw -3337872.243576 + Penalty 5004.047091 = -3332868.196485
  nChanged 2
		SP:Iteration 35Q (7978.460000 sec): 3 clusters
  Score: Raw -3337873.616924 + Penalty 5004.047091 = -3332869.569833
  nChanged 4
		SP:Iteration 36Q (7978.520000 sec): 3 clusters
  Score: Raw -3337875.289961 + Penalty 5004.047091 = -3332871.242870
  nChanged 5
		SP:Iteration 37Q (7978.580000 sec): 3 clusters
  Score: Raw -3337877.595258 + Penalty 5004.047091 = -3332873.548167
  nChanged 3
		SP:Iteration 38Q (7978.640000 sec): 3 clusters
  Score: Raw -3337878.255318 + Penalty 5004.047091 = -3332874.208227
  nChanged 0
		SP:Iteration 39F (7978.730000 sec): 3 clusters
  Score: Raw -3337878.255318 + Penalty 5004.047091 = -3332874.208227
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7978.750000 sec): 2 clusters
  Score: Raw -494000.591510 + Penalty 2019.015069 = -491981.576441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7978.760000 sec): 3 clusters
  Score: Raw -492512.029661 + Penalty 4038.030138 = -488473.999523
  nChanged 1211
		SP:Iteration 1F (7978.780000 sec): 3 clusters
  Score: Raw -493299.605743 + Penalty 4038.030138 = -489261.575606
  nChanged 274
		SP:Iteration 2F (7978.790000 sec): 3 clusters
  Score: Raw -493518.479536 + Penalty 4038.030138 = -489480.449399
  nChanged 186
		SP:Iteration 3F (7978.800000 sec): 3 clusters
  Score: Raw -493640.871943 + Penalty 4038.030138 = -489602.841806
  nChanged 143
		SP:Iteration 4Q (7978.810000 sec): 3 clusters
  Score: Raw -493733.089080 + Penalty 4038.030138 = -489695.058943
  nChanged 100
		SP:Iteration 5Q (7978.820000 sec): 3 clusters
  Score: Raw -493797.473230 + Penalty 4038.030138 = -489759.443092
  nChanged 85
		SP:Iteration 6Q (7978.830000 sec): 3 clusters
  Score: Raw -493852.723212 + Penalty 4038.030138 = -489814.693075
  nChanged 74
		SP:Iteration 7Q (7978.840000 sec): 3 clusters
  Score: Raw -493903.689806 + Penalty 4038.030138 = -489865.659669
  nChanged 83
		SP:Iteration 8Q (7978.860000 sec): 3 clusters
  Score: Raw -493960.757923 + Penalty 4038.030138 = -489922.727785
  nChanged 75
		SP:Iteration 9Q (7978.870000 sec): 3 clusters
  Score: Raw -494002.318045 + Penalty 4038.030138 = -489964.287908
  nChanged 67
		SP:Iteration 10Q (7978.880000 sec): 3 clusters
  Score: Raw -494043.004467 + Penalty 4038.030138 = -490004.974329
  nChanged 58
		SP:Iteration 11Q (7978.890000 sec): 3 clusters
  Score: Raw -494077.843080 + Penalty 4038.030138 = -490039.812942
  nChanged 47
		SP:Iteration 12Q (7978.900000 sec): 3 clusters
  Score: Raw -494102.577198 + Penalty 4038.030138 = -490064.547060
  nChanged 41
		SP:Iteration 13Q (7978.920000 sec): 3 clusters
  Score: Raw -494125.985037 + Penalty 4038.030138 = -490087.954900
  nChanged 39
		SP:Iteration 14Q (7978.930000 sec): 3 clusters
  Score: Raw -494153.412600 + Penalty 4038.030138 = -490115.382462
  nChanged 39
		SP:Iteration 15Q (7978.940000 sec): 3 clusters
  Score: Raw -494175.659482 + Penalty 4038.030138 = -490137.629344
  nChanged 36
		SP:Iteration 16Q (7978.950000 sec): 3 clusters
  Score: Raw -494197.514395 + Penalty 4038.030138 = -490159.484257
  nChanged 37
		SP:Iteration 17Q (7978.960000 sec): 3 clusters
  Score: Raw -494222.342804 + Penalty 4038.030138 = -490184.312666
  nChanged 34
		SP:Iteration 18Q (7978.970000 sec): 3 clusters
  Score: Raw -494244.030788 + Penalty 4038.030138 = -490206.000650
  nChanged 35
		SP:Iteration 19Q (7978.980000 sec): 3 clusters
  Score: Raw -494266.088793 + Penalty 4038.030138 = -490228.058656
  nChanged 30
		SP:Iteration 20F (7979.000000 sec): 3 clusters
  Score: Raw -494290.595627 + Penalty 4038.030138 = -490252.565489
  nChanged 27
		SP:Iteration 21Q (7979.010000 sec): 3 clusters
  Score: Raw -494306.617874 + Penalty 4038.030138 = -490268.587737
  nChanged 28
		SP:Iteration 22Q (7979.020000 sec): 3 clusters
  Score: Raw -494322.891088 + Penalty 4038.030138 = -490284.860950
  nChanged 22
		SP:Iteration 23Q (7979.030000 sec): 3 clusters
  Score: Raw -494341.537626 + Penalty 4038.030138 = -490303.507488
  nChanged 31
		SP:Iteration 24Q (7979.040000 sec): 3 clusters
  Score: Raw -494365.245871 + Penalty 4038.030138 = -490327.215734
  nChanged 38
		SP:Iteration 25Q (7979.060000 sec): 3 clusters
  Score: Raw -494393.198306 + Penalty 4038.030138 = -490355.168168
  nChanged 37
		SP:Iteration 26Q (7979.070000 sec): 3 clusters
  Score: Raw -494432.747930 + Penalty 4038.030138 = -490394.717793
  nChanged 54
		SP:Iteration 27Q (7979.080000 sec): 3 clusters
  Score: Raw -494490.495608 + Penalty 4038.030138 = -490452.465470
  nChanged 55
		SP:Iteration 28Q (7979.090000 sec): 3 clusters
  Score: Raw -494555.503098 + Penalty 4038.030138 = -490517.472960
  nChanged 67
		SP:Iteration 29Q (7979.100000 sec): 3 clusters
  Score: Raw -494630.220941 + Penalty 4038.030138 = -490592.190803
  nChanged 71
		SP:Iteration 30Q (7979.110000 sec): 3 clusters
  Score: Raw -494711.420957 + Penalty 4038.030138 = -490673.390820
  nChanged 62
		SP:Iteration 31Q (7979.120000 sec): 3 clusters
  Score: Raw -494770.947646 + Penalty 4038.030138 = -490732.917509
  nChanged 58
		SP:Iteration 32Q (7979.140000 sec): 3 clusters
  Score: Raw -494832.395004 + Penalty 4038.030138 = -490794.364866
  nChanged 64
		SP:Iteration 33Q (7979.140000 sec): 3 clusters
  Score: Raw -494907.699162 + Penalty 4038.030138 = -490869.669025
  nChanged 62
		SP:Iteration 34Q (7979.160000 sec): 3 clusters
  Score: Raw -494970.843734 + Penalty 4038.030138 = -490932.813596
  nChanged 58
		SP:Iteration 35Q (7979.170000 sec): 3 clusters
  Score: Raw -495046.809898 + Penalty 4038.030138 = -491008.779760
  nChanged 60
		SP:Iteration 36Q (7979.180000 sec): 3 clusters
  Score: Raw -495111.757056 + Penalty 4038.030138 = -491073.726919
  nChanged 53
		SP:Iteration 37Q (7979.190000 sec): 3 clusters
  Score: Raw -495170.612524 + Penalty 4038.030138 = -491132.582387
  nChanged 57
		SP:Iteration 38Q (7979.200000 sec): 3 clusters
  Score: Raw -495235.146680 + Penalty 4038.030138 = -491197.116543
  nChanged 54
		SP:Iteration 39Q (7979.210000 sec): 3 clusters
  Score: Raw -495290.329435 + Penalty 4038.030138 = -491252.299297
  nChanged 46
		SP:Iteration 40F (7979.220000 sec): 3 clusters
  Score: Raw -495331.522808 + Penalty 4038.030138 = -491293.492671
  nChanged 36
		SP:Iteration 41Q (7979.230000 sec): 3 clusters
  Score: Raw -495357.020161 + Penalty 4038.030138 = -491318.990023
  nChanged 27
		SP:Iteration 42Q (7979.240000 sec): 3 clusters
  Score: Raw -495378.693271 + Penalty 4038.030138 = -491340.663133
  nChanged 29
		SP:Iteration 43Q (7979.250000 sec): 3 clusters
  Score: Raw -495399.531162 + Penalty 4038.030138 = -491361.501025
  nChanged 24
		SP:Iteration 44Q (7979.260000 sec): 3 clusters
  Score: Raw -495418.122511 + Penalty 4038.030138 = -491380.092374
  nChanged 25
		SP:Iteration 45Q (7979.270000 sec): 3 clusters
  Score: Raw -495432.330966 + Penalty 4038.030138 = -491394.300828
  nChanged 15
		SP:Iteration 46Q (7979.280000 sec): 3 clusters
  Score: Raw -495442.464492 + Penalty 4038.030138 = -491404.434354
  nChanged 15
		SP:Iteration 47Q (7979.290000 sec): 3 clusters
  Score: Raw -495450.143356 + Penalty 4038.030138 = -491412.113219
  nChanged 9
		SP:Iteration 48Q (7979.300000 sec): 3 clusters
  Score: Raw -495455.015617 + Penalty 4038.030138 = -491416.985479
  nChanged 14
		SP:Iteration 49Q (7979.310000 sec): 3 clusters
  Score: Raw -495462.010793 + Penalty 4038.030138 = -491423.980656
  nChanged 16
		SP:Iteration 50Q (7979.320000 sec): 3 clusters
  Score: Raw -495471.198193 + Penalty 4038.030138 = -491433.168055
  nChanged 17
		SP:Iteration 51Q (7979.330000 sec): 3 clusters
  Score: Raw -495481.034828 + Penalty 4038.030138 = -491443.004691
  nChanged 15
		SP:Iteration 52Q (7979.340000 sec): 3 clusters
  Score: Raw -495488.987465 + Penalty 4038.030138 = -491450.957328
  nChanged 15
		SP:Iteration 53Q (7979.350000 sec): 3 clusters
  Score: Raw -495499.555362 + Penalty 4038.030138 = -491461.525224
  nChanged 15
		SP:Iteration 54Q (7979.360000 sec): 3 clusters
  Score: Raw -495510.290041 + Penalty 4038.030138 = -491472.259903
  nChanged 24
		SP:Iteration 55Q (7979.370000 sec): 3 clusters
  Score: Raw -495526.818153 + Penalty 4038.030138 = -491488.788016
  nChanged 23
		SP:Iteration 56Q (7979.380000 sec): 3 clusters
  Score: Raw -495541.455978 + Penalty 4038.030138 = -491503.425840
  nChanged 26
		SP:Iteration 57Q (7979.390000 sec): 3 clusters
  Score: Raw -495559.470269 + Penalty 4038.030138 = -491521.440132
  nChanged 23
		SP:Iteration 58Q (7979.400000 sec): 3 clusters
  Score: Raw -495570.937447 + Penalty 4038.030138 = -491532.907309
  nChanged 25
		SP:Iteration 59Q (7979.400000 sec): 3 clusters
  Score: Raw -495586.927040 + Penalty 4038.030138 = -491548.896902
  nChanged 23
		SP:Iteration 60F (7979.420000 sec): 3 clusters
  Score: Raw -495599.841203 + Penalty 4038.030138 = -491561.811065
  nChanged 21
		SP:Iteration 61Q (7979.430000 sec): 3 clusters
  Score: Raw -495609.467079 + Penalty 4038.030138 = -491571.436941
  nChanged 16
		SP:Iteration 62Q (7979.440000 sec): 3 clusters
  Score: Raw -495619.325031 + Penalty 4038.030138 = -491581.294894
  nChanged 20
		SP:Iteration 63Q (7979.450000 sec): 3 clusters
  Score: Raw -495631.194066 + Penalty 4038.030138 = -491593.163928
  nChanged 20
		SP:Iteration 64Q (7979.460000 sec): 3 clusters
  Score: Raw -495642.172140 + Penalty 4038.030138 = -491604.142003
  nChanged 21
		SP:Iteration 65Q (7979.470000 sec): 3 clusters
  Score: Raw -495656.761016 + Penalty 4038.030138 = -491618.730878
  nChanged 28
		SP:Iteration 66Q (7979.480000 sec): 3 clusters
  Score: Raw -495673.065733 + Penalty 4038.030138 = -491635.035595
  nChanged 13
		SP:Iteration 67Q (7979.480000 sec): 3 clusters
  Score: Raw -495678.199564 + Penalty 4038.030138 = -491640.169427
  nChanged 12
		SP:Iteration 68Q (7979.500000 sec): 3 clusters
  Score: Raw -495683.140682 + Penalty 4038.030138 = -491645.110544
  nChanged 9
		SP:Iteration 69Q (7979.500000 sec): 3 clusters
  Score: Raw -495687.099155 + Penalty 4038.030138 = -491649.069017
  nChanged 11
		SP:Iteration 70Q (7979.520000 sec): 3 clusters
  Score: Raw -495692.923712 + Penalty 4038.030138 = -491654.893574
  nChanged 7
		SP:Iteration 71Q (7979.520000 sec): 3 clusters
  Score: Raw -495695.387123 + Penalty 4038.030138 = -491657.356986
  nChanged 4
		SP:Iteration 72Q (7979.540000 sec): 3 clusters
  Score: Raw -495696.323017 + Penalty 4038.030138 = -491658.292879
  nChanged 4
		SP:Iteration 73Q (7979.540000 sec): 3 clusters
  Score: Raw -495698.653608 + Penalty 4038.030138 = -491660.623471
  nChanged 4
		SP:Iteration 74Q (7979.550000 sec): 3 clusters
  Score: Raw -495699.756626 + Penalty 4038.030138 = -491661.726489
  nChanged 2
		SP:Iteration 75Q (7979.560000 sec): 3 clusters
  Score: Raw -495700.405712 + Penalty 4038.030138 = -491662.375575
  nChanged 1
		SP:Iteration 76Q (7979.570000 sec): 3 clusters
  Score: Raw -495700.791672 + Penalty 4038.030138 = -491662.761535
  nChanged 0
		SP:Iteration 77F (7979.580000 sec): 3 clusters
  Score: Raw -495700.791672 + Penalty 4038.030138 = -491662.761535
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7979.590000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7979.590000 sec): 3 clusters
  Score: Raw -126932.008126 + Penalty 3350.283633 = -123581.724493
  nChanged 196
		SP:Iteration 1F (7979.600000 sec): 3 clusters
  Score: Raw -127170.224296 + Penalty 3350.283633 = -123819.940663
  nChanged 50
		SP:Iteration 2F (7979.600000 sec): 3 clusters
  Score: Raw -127242.146901 + Penalty 3350.283633 = -123891.863268
  nChanged 26
		SP:Iteration 3Q (7979.600000 sec): 3 clusters
  Score: Raw -127278.054173 + Penalty 3350.283633 = -123927.770540
  nChanged 16
		SP:Iteration 4Q (7979.600000 sec): 3 clusters
  Score: Raw -127299.200062 + Penalty 3350.283633 = -123948.916428
  nChanged 5
		SP:Iteration 5Q (7979.610000 sec): 3 clusters
  Score: Raw -127303.721129 + Penalty 3350.283633 = -123953.437495
  nChanged 3
		SP:Iteration 6Q (7979.610000 sec): 3 clusters
  Score: Raw -127308.869344 + Penalty 3350.283633 = -123958.585710
  nChanged 6
		SP:Iteration 7Q (7979.610000 sec): 3 clusters
  Score: Raw -127317.491199 + Penalty 3350.283633 = -123967.207566
  nChanged 3
		SP:Iteration 8Q (7979.620000 sec): 3 clusters
  Score: Raw -127324.951543 + Penalty 3350.283633 = -123974.667910
  nChanged 5
		SP:Iteration 9Q (7979.620000 sec): 3 clusters
  Score: Raw -127348.121852 + Penalty 3350.283633 = -123997.838219
  nChanged 10
		SP:Iteration 10Q (7979.620000 sec): 3 clusters
  Score: Raw -127368.544450 + Penalty 3350.283633 = -124018.260816
  nChanged 9
		SP:Iteration 11Q (7979.620000 sec): 3 clusters
  Score: Raw -127391.534365 + Penalty 3350.283633 = -124041.250732
  nChanged 11
		SP:Iteration 12Q (7979.630000 sec): 3 clusters
  Score: Raw -127409.750023 + Penalty 3350.283633 = -124059.466390
  nChanged 7
		SP:Iteration 13Q (7979.630000 sec): 3 clusters
  Score: Raw -127420.611400 + Penalty 3350.283633 = -124070.327766
  nChanged 3
		SP:Iteration 14Q (7979.630000 sec): 3 clusters
  Score: Raw -127424.359074 + Penalty 3350.283633 = -124074.075440
  nChanged 0
		SP:Iteration 15F (7979.640000 sec): 3 clusters
  Score: Raw -127424.359074 + Penalty 3350.283633 = -124074.075440
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7979.640000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7979.640000 sec): 3 clusters
  Score: Raw -33681.667464 + Penalty 2756.186719 = -30925.480745
  nChanged 29
		SP:Iteration 1F (7979.640000 sec): 3 clusters
  Score: Raw -33893.724015 + Penalty 2756.186719 = -31137.537296
  nChanged 14
		SP:Iteration 2F (7979.640000 sec): 3 clusters
  Score: Raw -33949.642454 + Penalty 2756.186719 = -31193.455736
  nChanged 6
		SP:Iteration 3Q (7979.640000 sec): 3 clusters
  Score: Raw -33990.146112 + Penalty 2756.186719 = -31233.959393
  nChanged 9
		SP:Iteration 4Q (7979.640000 sec): 3 clusters
  Score: Raw -34040.794399 + Penalty 2756.186719 = -31284.607680
  nChanged 6
		SP:Iteration 5Q (7979.640000 sec): 3 clusters
  Score: Raw -34063.077121 + Penalty 2756.186719 = -31306.890402
  nChanged 5
		SP:Iteration 6Q (7979.640000 sec): 3 clusters
  Score: Raw -34084.395105 + Penalty 2756.186719 = -31328.208387
  nChanged 3
		SP:Iteration 7Q (7979.640000 sec): 3 clusters
  Score: Raw -34100.221766 + Penalty 2756.186719 = -31344.035047
  nChanged 3
		SP:Iteration 8Q (7979.650000 sec): 3 clusters
  Score: Raw -34118.080677 + Penalty 2756.186719 = -31361.893958
  nChanged 5
		SP:Iteration 9Q (7979.650000 sec): 3 clusters
  Score: Raw -34167.136285 + Penalty 2756.186719 = -31410.949566
  nChanged 4
		SP:Iteration 10Q (7979.650000 sec): 3 clusters
  Score: Raw -34200.873541 + Penalty 2756.186719 = -31444.686822
  nChanged 1
		SP:Iteration 11Q (7979.650000 sec): 3 clusters
  Score: Raw -34203.403186 + Penalty 2756.186719 = -31447.216467
  nChanged 0
		SP:Iteration 12F (7979.650000 sec): 3 clusters
  Score: Raw -34203.403186 + Penalty 2756.186719 = -31447.216467
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13788 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7979.700000 sec): 2 clusters
  Score: Raw -2058082.362425 + Penalty 2363.825374 = -2055718.537051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7979.740000 sec): 3 clusters
  Score: Raw -2050517.711847 + Penalty 4727.650748 = -2045790.061099
  nChanged 5837
		SP:Iteration 1F (7979.790000 sec): 3 clusters
  Score: Raw -2053649.847205 + Penalty 4727.650748 = -2048922.196457
  nChanged 820
		SP:Iteration 2F (7979.840000 sec): 3 clusters
  Score: Raw -2054000.198635 + Penalty 4727.650748 = -2049272.547887
  nChanged 706
		SP:Iteration 3F (7979.880000 sec): 3 clusters
  Score: Raw -2054297.846905 + Penalty 4727.650748 = -2049570.196156
  nChanged 614
		SP:Iteration 4Q (7979.930000 sec): 3 clusters
  Score: Raw -2054563.275196 + Penalty 4727.650748 = -2049835.624448
  nChanged 583
		SP:Iteration 5Q (7979.980000 sec): 3 clusters
  Score: Raw -2054863.079662 + Penalty 4727.650748 = -2050135.428914
  nChanged 634
		SP:Iteration 6Q (7980.020000 sec): 3 clusters
  Score: Raw -2055218.932458 + Penalty 4727.650748 = -2050491.281710
  nChanged 666
		SP:Iteration 7Q (7980.070000 sec): 3 clusters
  Score: Raw -2055632.445030 + Penalty 4727.650748 = -2050904.794282
  nChanged 691
		SP:Iteration 8F (7980.110000 sec): 3 clusters
  Score: Raw -2056103.346332 + Penalty 4727.650748 = -2051375.695584
  nChanged 690
		SP:Iteration 9F (7980.160000 sec): 3 clusters
  Score: Raw -2056619.512886 + Penalty 4727.650748 = -2051891.862138
  nChanged 609
		SP:Iteration 10Q (7980.200000 sec): 3 clusters
  Score: Raw -2057112.804694 + Penalty 4727.650748 = -2052385.153946
  nChanged 482
		SP:Iteration 11Q (7980.250000 sec): 3 clusters
  Score: Raw -2057519.139396 + Penalty 4727.650748 = -2052791.488648
  nChanged 349
		SP:Iteration 12Q (7980.300000 sec): 3 clusters
  Score: Raw -2057836.661696 + Penalty 4727.650748 = -2053109.010948
  nChanged 226
		SP:Iteration 13Q (7980.340000 sec): 3 clusters
  Score: Raw -2058045.141382 + Penalty 4727.650748 = -2053317.490634
  nChanged 124
		SP:Iteration 14Q (7980.380000 sec): 3 clusters
  Score: Raw -2058160.756316 + Penalty 4727.650748 = -2053433.105568
  nChanged 69
		SP:Iteration 15Q (7980.420000 sec): 3 clusters
  Score: Raw -2058234.925396 + Penalty 4727.650748 = -2053507.274648
  nChanged 55
		SP:Iteration 16Q (7980.450000 sec): 3 clusters
  Score: Raw -2058295.361067 + Penalty 4727.650748 = -2053567.710319
  nChanged 29
		SP:Iteration 17Q (7980.490000 sec): 3 clusters
  Score: Raw -2058336.375175 + Penalty 4727.650748 = -2053608.724427
  nChanged 24
		SP:Iteration 18Q (7980.520000 sec): 3 clusters
  Score: Raw -2058359.418331 + Penalty 4727.650748 = -2053631.767583
  nChanged 13
		SP:Iteration 19Q (7980.560000 sec): 3 clusters
  Score: Raw -2058370.142804 + Penalty 4727.650748 = -2053642.492056
  nChanged 10
		SP:Iteration 20F (7980.600000 sec): 3 clusters
  Score: Raw -2058379.503224 + Penalty 4727.650748 = -2053651.852476
  nChanged 6
		SP:Iteration 21Q (7980.640000 sec): 3 clusters
  Score: Raw -2058383.464023 + Penalty 4727.650748 = -2053655.813275
  nChanged 5
		SP:Iteration 22Q (7980.680000 sec): 3 clusters
  Score: Raw -2058388.666166 + Penalty 4727.650748 = -2053661.015418
  nChanged 2
		SP:Iteration 23Q (7980.710000 sec): 3 clusters
  Score: Raw -2058390.287230 + Penalty 4727.650748 = -2053662.636482
  nChanged 1
		SP:Iteration 24Q (7980.740000 sec): 3 clusters
  Score: Raw -2058390.778407 + Penalty 4727.650748 = -2053663.127659
  nChanged 3
		SP:Iteration 25Q (7980.780000 sec): 3 clusters
  Score: Raw -2058394.105858 + Penalty 4727.650748 = -2053666.455110
  nChanged 3
		SP:Iteration 26Q (7980.820000 sec): 3 clusters
  Score: Raw -2058397.729890 + Penalty 4727.650748 = -2053670.079142
  nChanged 4
		SP:Iteration 27Q (7980.850000 sec): 3 clusters
  Score: Raw -2058404.528737 + Penalty 4727.650748 = -2053676.877989
  nChanged 4
		SP:Iteration 28Q (7980.890000 sec): 3 clusters
  Score: Raw -2058407.324447 + Penalty 4727.650748 = -2053679.673698
  nChanged 4
		SP:Iteration 29Q (7980.920000 sec): 3 clusters
  Score: Raw -2058413.386571 + Penalty 4727.650748 = -2053685.735823
  nChanged 1
		SP:Iteration 30Q (7980.960000 sec): 3 clusters
  Score: Raw -2058413.828581 + Penalty 4727.650748 = -2053686.177833
  nChanged 1
		SP:Iteration 31Q (7980.990000 sec): 3 clusters
  Score: Raw -2058414.531223 + Penalty 4727.650748 = -2053686.880474
  nChanged 0
		SP:Iteration 32F (7981.040000 sec): 3 clusters
  Score: Raw -2058414.531223 + Penalty 4727.650748 = -2053686.880474
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7981.280000 sec): 2 clusters
  Score: Raw -10201194.362927 + Penalty 2765.891272 = -10198428.471655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7981.540000 sec): 3 clusters
  Score: Raw -10156999.761627 + Penalty 5531.782545 = -10151467.979082
  nChanged 32802
		SP:Iteration 1F (7981.800000 sec): 3 clusters
  Score: Raw -10175462.629249 + Penalty 5531.782545 = -10169930.846705
  nChanged 2587
		SP:Iteration 2Q (7982.060000 sec): 3 clusters
  Score: Raw -10176123.660481 + Penalty 5531.782545 = -10170591.877936
  nChanged 2626
		SP:Iteration 3Q (7982.310000 sec): 3 clusters
  Score: Raw -10176941.918741 + Penalty 5531.782545 = -10171410.136197
  nChanged 3085
		SP:Iteration 4Q (7982.560000 sec): 3 clusters
  Score: Raw -10178104.838421 + Penalty 5531.782545 = -10172573.055877
  nChanged 3680
		SP:Iteration 5F (7982.820000 sec): 3 clusters
  Score: Raw -10179885.061797 + Penalty 5531.782545 = -10174353.279252
  nChanged 4361
		SP:Iteration 6F (7983.080000 sec): 3 clusters
  Score: Raw -10182490.198101 + Penalty 5531.782545 = -10176958.415556
  nChanged 4968
		SP:Iteration 7F (7983.330000 sec): 3 clusters
  Score: Raw -10186019.288279 + Penalty 5531.782545 = -10180487.505734
  nChanged 5201
		SP:Iteration 8F (7983.580000 sec): 3 clusters
  Score: Raw -10190222.309229 + Penalty 5531.782545 = -10184690.526684
  nChanged 4614
		SP:Iteration 9F (7983.820000 sec): 3 clusters
  Score: Raw -10194177.932705 + Penalty 5531.782545 = -10188646.150161
  nChanged 3562
		SP:Iteration 10F (7984.070000 sec): 3 clusters
  Score: Raw -10197327.785761 + Penalty 5531.782545 = -10191796.003216
  nChanged 2361
		SP:Iteration 11Q (7984.320000 sec): 3 clusters
  Score: Raw -10199472.106760 + Penalty 5531.782545 = -10193940.324215
  nChanged 1273
		SP:Iteration 12Q (7984.560000 sec): 3 clusters
  Score: Raw -10200568.794043 + Penalty 5531.782545 = -10195037.011498
  nChanged 564
		SP:Iteration 13Q (7984.760000 sec): 3 clusters
  Score: Raw -10201021.674154 + Penalty 5531.782545 = -10195489.891609
  nChanged 266
		SP:Iteration 14Q (7984.960000 sec): 3 clusters
  Score: Raw -10201244.813867 + Penalty 5531.782545 = -10195713.031323
  nChanged 147
		SP:Iteration 15Q (7985.150000 sec): 3 clusters
  Score: Raw -10201367.940779 + Penalty 5531.782545 = -10195836.158234
  nChanged 103
		SP:Iteration 16Q (7985.340000 sec): 3 clusters
  Score: Raw -10201458.425343 + Penalty 5531.782545 = -10195926.642798
  nChanged 64
		SP:Iteration 17Q (7985.520000 sec): 3 clusters
  Score: Raw -10201509.070947 + Penalty 5531.782545 = -10195977.288402
  nChanged 37
		SP:Iteration 18Q (7985.700000 sec): 3 clusters
  Score: Raw -10201537.578247 + Penalty 5531.782545 = -10196005.795703
  nChanged 31
		SP:Iteration 19Q (7985.880000 sec): 3 clusters
  Score: Raw -10201558.055150 + Penalty 5531.782545 = -10196026.272605
  nChanged 15
		SP:Iteration 20F (7986.120000 sec): 3 clusters
  Score: Raw -10201567.094540 + Penalty 5531.782545 = -10196035.311995
  nChanged 10
		SP:Iteration 21Q (7986.300000 sec): 3 clusters
  Score: Raw -10201575.634751 + Penalty 5531.782545 = -10196043.852206
  nChanged 7
		SP:Iteration 22Q (7986.490000 sec): 3 clusters
  Score: Raw -10201581.609152 + Penalty 5531.782545 = -10196049.826607
  nChanged 9
		SP:Iteration 23Q (7986.660000 sec): 3 clusters
  Score: Raw -10201590.509891 + Penalty 5531.782545 = -10196058.727347
  nChanged 10
		SP:Iteration 24Q (7986.840000 sec): 3 clusters
  Score: Raw -10201597.497149 + Penalty 5531.782545 = -10196065.714605
  nChanged 1
		SP:Iteration 25Q (7987.020000 sec): 3 clusters
  Score: Raw -10201598.796791 + Penalty 5531.782545 = -10196067.014247
  nChanged 2
		SP:Iteration 26Q (7987.200000 sec): 3 clusters
  Score: Raw -10201600.593931 + Penalty 5531.782545 = -10196068.811386
  nChanged 3
		SP:Iteration 27Q (7987.380000 sec): 3 clusters
  Score: Raw -10201602.135550 + Penalty 5531.782545 = -10196070.353006
  nChanged 2
		SP:Iteration 28Q (7987.560000 sec): 3 clusters
  Score: Raw -10201605.346746 + Penalty 5531.782545 = -10196073.564201
  nChanged 2
		SP:Iteration 29Q (7987.730000 sec): 3 clusters
  Score: Raw -10201608.136967 + Penalty 5531.782545 = -10196076.354422
  nChanged 2
		SP:Iteration 30Q (7987.910000 sec): 3 clusters
  Score: Raw -10201610.034265 + Penalty 5531.782545 = -10196078.251720
  nChanged 1
		SP:Iteration 31Q (7988.090000 sec): 3 clusters
  Score: Raw -10201610.384964 + Penalty 5531.782545 = -10196078.602419
  nChanged 1
		SP:Iteration 32Q (7988.280000 sec): 3 clusters
  Score: Raw -10201611.102427 + Penalty 5531.782545 = -10196079.319882
  nChanged 2
		SP:Iteration 33Q (7988.450000 sec): 3 clusters
  Score: Raw -10201611.743937 + Penalty 5531.782545 = -10196079.961392
  nChanged 1
		SP:Iteration 34Q (7988.630000 sec): 3 clusters
  Score: Raw -10201612.011507 + Penalty 5531.782545 = -10196080.228962
  nChanged 0
		SP:Iteration 35F (7988.880000 sec): 3 clusters
  Score: Raw -10201612.011507 + Penalty 5531.782545 = -10196080.228962
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7988.920000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7988.930000 sec): 3 clusters
  Score: Raw -385273.985994 + Penalty 3923.652944 = -381350.333050
  nChanged 919
		SP:Iteration 1F (7988.940000 sec): 3 clusters
  Score: Raw -385847.332885 + Penalty 3923.652944 = -381923.679942
  nChanged 176
		SP:Iteration 2F (7988.940000 sec): 3 clusters
  Score: Raw -385963.051473 + Penalty 3923.652944 = -382039.398530
  nChanged 102
		SP:Iteration 3Q (7988.950000 sec): 3 clusters
  Score: Raw -386034.182361 + Penalty 3923.652944 = -382110.529417
  nChanged 71
		SP:Iteration 4Q (7988.960000 sec): 3 clusters
  Score: Raw -386083.912087 + Penalty 3923.652944 = -382160.259143
  nChanged 56
		SP:Iteration 5Q (7988.970000 sec): 3 clusters
  Score: Raw -386109.545980 + Penalty 3923.652944 = -382185.893036
  nChanged 30
		SP:Iteration 6Q (7988.980000 sec): 3 clusters
  Score: Raw -386127.050091 + Penalty 3923.652944 = -382203.397147
  nChanged 31
		SP:Iteration 7Q (7988.990000 sec): 3 clusters
  Score: Raw -386142.066127 + Penalty 3923.652944 = -382218.413184
  nChanged 32
		SP:Iteration 8Q (7989.000000 sec): 3 clusters
  Score: Raw -386162.342609 + Penalty 3923.652944 = -382238.689666
  nChanged 33
		SP:Iteration 9Q (7989.010000 sec): 3 clusters
  Score: Raw -386180.653058 + Penalty 3923.652944 = -382257.000115
  nChanged 24
		SP:Iteration 10Q (7989.020000 sec): 3 clusters
  Score: Raw -386192.968529 + Penalty 3923.652944 = -382269.315586
  nChanged 24
		SP:Iteration 11Q (7989.030000 sec): 3 clusters
  Score: Raw -386208.143214 + Penalty 3923.652944 = -382284.490270
  nChanged 19
		SP:Iteration 12Q (7989.040000 sec): 3 clusters
  Score: Raw -386217.759332 + Penalty 3923.652944 = -382294.106389
  nChanged 17
		SP:Iteration 13Q (7989.050000 sec): 3 clusters
  Score: Raw -386226.629595 + Penalty 3923.652944 = -382302.976651
  nChanged 16
		SP:Iteration 14Q (7989.060000 sec): 3 clusters
  Score: Raw -386235.253919 + Penalty 3923.652944 = -382311.600975
  nChanged 18
		SP:Iteration 15Q (7989.060000 sec): 3 clusters
  Score: Raw -386245.778859 + Penalty 3923.652944 = -382322.125916
  nChanged 20
		SP:Iteration 16Q (7989.070000 sec): 3 clusters
  Score: Raw -386256.302266 + Penalty 3923.652944 = -382332.649323
  nChanged 10
		SP:Iteration 17Q (7989.080000 sec): 3 clusters
  Score: Raw -386262.480460 + Penalty 3923.652944 = -382338.827517
  nChanged 10
		SP:Iteration 18Q (7989.090000 sec): 3 clusters
  Score: Raw -386266.437475 + Penalty 3923.652944 = -382342.784531
  nChanged 8
		SP:Iteration 19Q (7989.100000 sec): 3 clusters
  Score: Raw -386270.150864 + Penalty 3923.652944 = -382346.497920
  nChanged 4
		SP:Iteration 20F (7989.110000 sec): 3 clusters
  Score: Raw -386271.182298 + Penalty 3923.652944 = -382347.529355
  nChanged 5
		SP:Iteration 21Q (7989.120000 sec): 3 clusters
  Score: Raw -386273.461961 + Penalty 3923.652944 = -382349.809017
  nChanged 6
		SP:Iteration 22Q (7989.130000 sec): 3 clusters
  Score: Raw -386275.802899 + Penalty 3923.652944 = -382352.149956
  nChanged 6
		SP:Iteration 23Q (7989.140000 sec): 3 clusters
  Score: Raw -386279.808703 + Penalty 3923.652944 = -382356.155760
  nChanged 6
		SP:Iteration 24Q (7989.150000 sec): 3 clusters
  Score: Raw -386282.812719 + Penalty 3923.652944 = -382359.159775
  nChanged 8
		SP:Iteration 25Q (7989.160000 sec): 3 clusters
  Score: Raw -386287.114139 + Penalty 3923.652944 = -382363.461196
  nChanged 8
		SP:Iteration 26Q (7989.160000 sec): 3 clusters
  Score: Raw -386290.699950 + Penalty 3923.652944 = -382367.047007
  nChanged 6
		SP:Iteration 27Q (7989.180000 sec): 3 clusters
  Score: Raw -386293.151072 + Penalty 3923.652944 = -382369.498129
  nChanged 7
		SP:Iteration 28Q (7989.180000 sec): 3 clusters
  Score: Raw -386297.160893 + Penalty 3923.652944 = -382373.507949
  nChanged 12
		SP:Iteration 29Q (7989.190000 sec): 3 clusters
  Score: Raw -386305.773462 + Penalty 3923.652944 = -382382.120519
  nChanged 11
		SP:Iteration 30Q (7989.200000 sec): 3 clusters
  Score: Raw -386312.855621 + Penalty 3923.652944 = -382389.202677
  nChanged 11
		SP:Iteration 31Q (7989.210000 sec): 3 clusters
  Score: Raw -386319.542888 + Penalty 3923.652944 = -382395.889944
  nChanged 12
		SP:Iteration 32Q (7989.220000 sec): 3 clusters
  Score: Raw -386326.795795 + Penalty 3923.652944 = -382403.142851
  nChanged 7
		SP:Iteration 33Q (7989.230000 sec): 3 clusters
  Score: Raw -386330.148800 + Penalty 3923.652944 = -382406.495856
  nChanged 5
		SP:Iteration 34Q (7989.240000 sec): 3 clusters
  Score: Raw -386333.451203 + Penalty 3923.652944 = -382409.798259
  nChanged 7
		SP:Iteration 35Q (7989.250000 sec): 3 clusters
  Score: Raw -386338.006086 + Penalty 3923.652944 = -382414.353142
  nChanged 6
		SP:Iteration 36Q (7989.260000 sec): 3 clusters
  Score: Raw -386339.737924 + Penalty 3923.652944 = -382416.084980
  nChanged 0
		SP:Iteration 37F (7989.260000 sec): 3 clusters
  Score: Raw -386339.737924 + Penalty 3923.652944 = -382416.084980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7989.270000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7989.280000 sec): 3 clusters
  Score: Raw -168814.713196 + Penalty 3494.272938 = -165320.440258
  nChanged 314
		SP:Iteration 1F (7989.280000 sec): 3 clusters
  Score: Raw -169137.198231 + Penalty 3494.272938 = -165642.925292
  nChanged 76
		SP:Iteration 2F (7989.280000 sec): 3 clusters
  Score: Raw -169225.045796 + Penalty 3494.272938 = -165730.772858
  nChanged 33
		SP:Iteration 3Q (7989.290000 sec): 3 clusters
  Score: Raw -169261.155565 + Penalty 3494.272938 = -165766.882627
  nChanged 19
		SP:Iteration 4Q (7989.290000 sec): 3 clusters
  Score: Raw -169284.663245 + Penalty 3494.272938 = -165790.390307
  nChanged 10
		SP:Iteration 5Q (7989.290000 sec): 3 clusters
  Score: Raw -169298.966679 + Penalty 3494.272938 = -165804.693741
  nChanged 13
		SP:Iteration 6Q (7989.300000 sec): 3 clusters
  Score: Raw -169314.941428 + Penalty 3494.272938 = -165820.668490
  nChanged 3
		SP:Iteration 7Q (7989.300000 sec): 3 clusters
  Score: Raw -169317.233273 + Penalty 3494.272938 = -165822.960335
  nChanged 1
		SP:Iteration 8Q (7989.300000 sec): 3 clusters
  Score: Raw -169318.104373 + Penalty 3494.272938 = -165823.831435
  nChanged 1
		SP:Iteration 9Q (7989.310000 sec): 3 clusters
  Score: Raw -169319.085341 + Penalty 3494.272938 = -165824.812403
  nChanged 3
		SP:Iteration 10Q (7989.310000 sec): 3 clusters
  Score: Raw -169322.218925 + Penalty 3494.272938 = -165827.945987
  nChanged 3
		SP:Iteration 11Q (7989.320000 sec): 3 clusters
  Score: Raw -169325.641208 + Penalty 3494.272938 = -165831.368270
  nChanged 1
		SP:Iteration 12Q (7989.320000 sec): 3 clusters
  Score: Raw -169326.239958 + Penalty 3494.272938 = -165831.967020
  nChanged 1
		SP:Iteration 13Q (7989.320000 sec): 3 clusters
  Score: Raw -169327.132636 + Penalty 3494.272938 = -165832.859698
  nChanged 1
		SP:Iteration 14Q (7989.330000 sec): 3 clusters
  Score: Raw -169328.058997 + Penalty 3494.272938 = -165833.786059
  nChanged 2
		SP:Iteration 15Q (7989.330000 sec): 3 clusters
  Score: Raw -169330.560320 + Penalty 3494.272938 = -165836.287382
  nChanged 2
		SP:Iteration 16Q (7989.340000 sec): 3 clusters
  Score: Raw -169332.690646 + Penalty 3494.272938 = -165838.417707
  nChanged 1
		SP:Iteration 17Q (7989.340000 sec): 3 clusters
  Score: Raw -169333.315918 + Penalty 3494.272938 = -165839.042980
  nChanged 0
		SP:Iteration 18F (7989.340000 sec): 3 clusters
  Score: Raw -169333.315918 + Penalty 3494.272938 = -165839.042980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7989.350000 sec): 2 clusters
  Score: Raw -257203.131277 + Penalty 1864.614590 = -255338.516687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7989.360000 sec): 3 clusters
  Score: Raw -256694.228034 + Penalty 3729.229180 = -252964.998855
  nChanged 622
		SP:Iteration 1F (7989.360000 sec): 3 clusters
  Score: Raw -257621.444510 + Penalty 3729.229180 = -253892.215330
  nChanged 236
		SP:Iteration 2F (7989.370000 sec): 3 clusters
  Score: Raw -258143.303788 + Penalty 3729.229180 = -254414.074609
  nChanged 167
		SP:Iteration 3F (7989.380000 sec): 3 clusters
  Score: Raw -258445.445594 + Penalty 3729.229180 = -254716.216415
  nChanged 107
		SP:Iteration 4F (7989.380000 sec): 3 clusters
  Score: Raw -258610.158495 + Penalty 3729.229180 = -254880.929316
  nChanged 73
		SP:Iteration 5Q (7989.390000 sec): 3 clusters
  Score: Raw -258721.770502 + Penalty 3729.229180 = -254992.541323
  nChanged 38
		SP:Iteration 6Q (7989.390000 sec): 3 clusters
  Score: Raw -258787.300336 + Penalty 3729.229180 = -255058.071157
  nChanged 28
		SP:Iteration 7Q (7989.400000 sec): 3 clusters
  Score: Raw -258838.499784 + Penalty 3729.229180 = -255109.270605
  nChanged 15
		SP:Iteration 8Q (7989.400000 sec): 3 clusters
  Score: Raw -258865.658867 + Penalty 3729.229180 = -255136.429688
  nChanged 15
		SP:Iteration 9Q (7989.410000 sec): 3 clusters
  Score: Raw -258887.348466 + Penalty 3729.229180 = -255158.119287
  nChanged 9
		SP:Iteration 10Q (7989.420000 sec): 3 clusters
  Score: Raw -258895.786035 + Penalty 3729.229180 = -255166.556856
  nChanged 5
		SP:Iteration 11Q (7989.420000 sec): 3 clusters
  Score: Raw -258901.921112 + Penalty 3729.229180 = -255172.691932
  nChanged 4
		SP:Iteration 12Q (7989.430000 sec): 3 clusters
  Score: Raw -258904.558100 + Penalty 3729.229180 = -255175.328921
  nChanged 3
		SP:Iteration 13Q (7989.430000 sec): 3 clusters
  Score: Raw -258909.016185 + Penalty 3729.229180 = -255179.787006
  nChanged 3
		SP:Iteration 14Q (7989.440000 sec): 3 clusters
  Score: Raw -258910.669789 + Penalty 3729.229180 = -255181.440610
  nChanged 1
		SP:Iteration 15Q (7989.440000 sec): 3 clusters
  Score: Raw -258911.485793 + Penalty 3729.229180 = -255182.256613
  nChanged 0
		SP:Iteration 16F (7989.450000 sec): 3 clusters
  Score: Raw -258911.485793 + Penalty 3729.229180 = -255182.256613
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10876 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7989.480000 sec): 2 clusters
  Score: Raw -1661921.867796 + Penalty 2304.989824 = -1659616.877973
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7989.520000 sec): 3 clusters
  Score: Raw -1655923.550001 + Penalty 4609.979648 = -1651313.570353
  nChanged 4579
		SP:Iteration 1F (7989.560000 sec): 3 clusters
  Score: Raw -1658317.625542 + Penalty 4609.979648 = -1653707.645894
  nChanged 691
		SP:Iteration 2F (7989.600000 sec): 3 clusters
  Score: Raw -1658587.145613 + Penalty 4609.979648 = -1653977.165965
  nChanged 481
		SP:Iteration 3Q (7989.640000 sec): 3 clusters
  Score: Raw -1658764.647978 + Penalty 4609.979648 = -1654154.668331
  nChanged 378
		SP:Iteration 4Q (7989.680000 sec): 3 clusters
  Score: Raw -1658908.498848 + Penalty 4609.979648 = -1654298.519200
  nChanged 322
		SP:Iteration 5Q (7989.720000 sec): 3 clusters
  Score: Raw -1659028.802603 + Penalty 4609.979648 = -1654418.822955
  nChanged 289
		SP:Iteration 6Q (7989.750000 sec): 3 clusters
  Score: Raw -1659152.827409 + Penalty 4609.979648 = -1654542.847762
  nChanged 292
		SP:Iteration 7Q (7989.790000 sec): 3 clusters
  Score: Raw -1659288.811065 + Penalty 4609.979648 = -1654678.831418
  nChanged 332
		SP:Iteration 8Q (7989.830000 sec): 3 clusters
  Score: Raw -1659430.351067 + Penalty 4609.979648 = -1654820.371419
  nChanged 326
		SP:Iteration 9Q (7989.870000 sec): 3 clusters
  Score: Raw -1659576.750564 + Penalty 4609.979648 = -1654966.770916
  nChanged 321
		SP:Iteration 10Q (7989.900000 sec): 3 clusters
  Score: Raw -1659732.396567 + Penalty 4609.979648 = -1655122.416919
  nChanged 314
		SP:Iteration 11Q (7989.940000 sec): 3 clusters
  Score: Raw -1659883.401700 + Penalty 4609.979648 = -1655273.422053
  nChanged 310
		SP:Iteration 12Q (7989.980000 sec): 3 clusters
  Score: Raw -1660028.880508 + Penalty 4609.979648 = -1655418.900861
  nChanged 329
		SP:Iteration 13Q (7990.010000 sec): 3 clusters
  Score: Raw -1660196.825528 + Penalty 4609.979648 = -1655586.845880
  nChanged 329
		SP:Iteration 14Q (7990.050000 sec): 3 clusters
  Score: Raw -1660371.300107 + Penalty 4609.979648 = -1655761.320459
  nChanged 340
		SP:Iteration 15Q (7990.090000 sec): 3 clusters
  Score: Raw -1660565.127143 + Penalty 4609.979648 = -1655955.147495
  nChanged 345
		SP:Iteration 16Q (7990.120000 sec): 3 clusters
  Score: Raw -1660786.267180 + Penalty 4609.979648 = -1656176.287532
  nChanged 345
		SP:Iteration 17Q (7990.160000 sec): 3 clusters
  Score: Raw -1661011.739431 + Penalty 4609.979648 = -1656401.759783
  nChanged 311
		SP:Iteration 18Q (7990.190000 sec): 3 clusters
  Score: Raw -1661230.490860 + Penalty 4609.979648 = -1656620.511212
  nChanged 294
		SP:Iteration 19Q (7990.230000 sec): 3 clusters
  Score: Raw -1661437.184403 + Penalty 4609.979648 = -1656827.204755
  nChanged 258
		SP:Iteration 20F (7990.260000 sec): 3 clusters
  Score: Raw -1661631.219221 + Penalty 4609.979648 = -1657021.239574
  nChanged 212
		SP:Iteration 21Q (7990.290000 sec): 3 clusters
  Score: Raw -1661778.049978 + Penalty 4609.979648 = -1657168.070330
  nChanged 146
		SP:Iteration 22Q (7990.330000 sec): 3 clusters
  Score: Raw -1661881.444586 + Penalty 4609.979648 = -1657271.464938
  nChanged 98
		SP:Iteration 23Q (7990.350000 sec): 3 clusters
  Score: Raw -1661946.457022 + Penalty 4609.979648 = -1657336.477375
  nChanged 77
		SP:Iteration 24Q (7990.390000 sec): 3 clusters
  Score: Raw -1662000.028310 + Penalty 4609.979648 = -1657390.048662
  nChanged 64
		SP:Iteration 25Q (7990.410000 sec): 3 clusters
  Score: Raw -1662048.126255 + Penalty 4609.979648 = -1657438.146607
  nChanged 48
		SP:Iteration 26Q (7990.440000 sec): 3 clusters
  Score: Raw -1662083.371688 + Penalty 4609.979648 = -1657473.392041
  nChanged 38
		SP:Iteration 27Q (7990.470000 sec): 3 clusters
  Score: Raw -1662113.592336 + Penalty 4609.979648 = -1657503.612689
  nChanged 38
		SP:Iteration 28Q (7990.500000 sec): 3 clusters
  Score: Raw -1662142.958036 + Penalty 4609.979648 = -1657532.978389
  nChanged 34
		SP:Iteration 29Q (7990.530000 sec): 3 clusters
  Score: Raw -1662172.273522 + Penalty 4609.979648 = -1657562.293874
  nChanged 32
		SP:Iteration 30Q (7990.550000 sec): 3 clusters
  Score: Raw -1662194.432449 + Penalty 4609.979648 = -1657584.452801
  nChanged 22
		SP:Iteration 31Q (7990.580000 sec): 3 clusters
  Score: Raw -1662212.362822 + Penalty 4609.979648 = -1657602.383174
  nChanged 18
		SP:Iteration 32Q (7990.610000 sec): 3 clusters
  Score: Raw -1662228.385526 + Penalty 4609.979648 = -1657618.405878
  nChanged 12
		SP:Iteration 33Q (7990.640000 sec): 3 clusters
  Score: Raw -1662236.214801 + Penalty 4609.979648 = -1657626.235153
  nChanged 6
		SP:Iteration 34Q (7990.670000 sec): 3 clusters
  Score: Raw -1662240.118811 + Penalty 4609.979648 = -1657630.139163
  nChanged 7
		SP:Iteration 35Q (7990.690000 sec): 3 clusters
  Score: Raw -1662246.241401 + Penalty 4609.979648 = -1657636.261754
  nChanged 5
		SP:Iteration 36Q (7990.720000 sec): 3 clusters
  Score: Raw -1662249.639084 + Penalty 4609.979648 = -1657639.659436
  nChanged 4
		SP:Iteration 37Q (7990.750000 sec): 3 clusters
  Score: Raw -1662251.551390 + Penalty 4609.979648 = -1657641.571742
  nChanged 2
		SP:Iteration 38Q (7990.770000 sec): 3 clusters
  Score: Raw -1662252.459603 + Penalty 4609.979648 = -1657642.479956
  nChanged 0
		SP:Iteration 39F (7990.810000 sec): 3 clusters
  Score: Raw -1662252.459603 + Penalty 4609.979648 = -1657642.479956
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7990.850000 sec): 2 clusters
  Score: Raw -1984739.000685 + Penalty 2369.497749 = -1982369.502936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7990.900000 sec): 3 clusters
  Score: Raw -1976818.362714 + Penalty 4738.995498 = -1972079.367216
  nChanged 6020
		SP:Iteration 1F (7990.950000 sec): 3 clusters
  Score: Raw -1979949.235580 + Penalty 4738.995498 = -1975210.240082
  nChanged 810
		SP:Iteration 2F (7991.000000 sec): 3 clusters
  Score: Raw -1980310.222713 + Penalty 4738.995498 = -1975571.227215
  nChanged 745
		SP:Iteration 3F (7991.050000 sec): 3 clusters
  Score: Raw -1980653.142993 + Penalty 4738.995498 = -1975914.147495
  nChanged 684
		SP:Iteration 4Q (7991.090000 sec): 3 clusters
  Score: Raw -1980967.958828 + Penalty 4738.995498 = -1976228.963330
  nChanged 628
		SP:Iteration 5Q (7991.140000 sec): 3 clusters
  Score: Raw -1981252.462712 + Penalty 4738.995498 = -1976513.467214
  nChanged 590
		SP:Iteration 6Q (7991.190000 sec): 3 clusters
  Score: Raw -1981547.591878 + Penalty 4738.995498 = -1976808.596380
  nChanged 587
		SP:Iteration 7Q (7991.240000 sec): 3 clusters
  Score: Raw -1981855.075512 + Penalty 4738.995498 = -1977116.080014
  nChanged 584
		SP:Iteration 8Q (7991.290000 sec): 3 clusters
  Score: Raw -1982169.352336 + Penalty 4738.995498 = -1977430.356838
  nChanged 575
		SP:Iteration 9Q (7991.340000 sec): 3 clusters
  Score: Raw -1982487.870707 + Penalty 4738.995498 = -1977748.875209
  nChanged 556
		SP:Iteration 10Q (7991.390000 sec): 3 clusters
  Score: Raw -1982789.190842 + Penalty 4738.995498 = -1978050.195344
  nChanged 475
		SP:Iteration 11Q (7991.430000 sec): 3 clusters
  Score: Raw -1983037.077846 + Penalty 4738.995498 = -1978298.082348
  nChanged 451
		SP:Iteration 12Q (7991.480000 sec): 3 clusters
  Score: Raw -1983284.792854 + Penalty 4738.995498 = -1978545.797356
  nChanged 405
		SP:Iteration 13Q (7991.530000 sec): 3 clusters
  Score: Raw -1983501.606355 + Penalty 4738.995498 = -1978762.610857
  nChanged 400
		SP:Iteration 14Q (7991.570000 sec): 3 clusters
  Score: Raw -1983761.452231 + Penalty 4738.995498 = -1979022.456733
  nChanged 371
		SP:Iteration 15Q (7991.620000 sec): 3 clusters
  Score: Raw -1983995.699535 + Penalty 4738.995498 = -1979256.704037
  nChanged 305
		SP:Iteration 16Q (7991.660000 sec): 3 clusters
  Score: Raw -1984190.500228 + Penalty 4738.995498 = -1979451.504730
  nChanged 252
		SP:Iteration 17Q (7991.710000 sec): 3 clusters
  Score: Raw -1984323.169831 + Penalty 4738.995498 = -1979584.174333
  nChanged 195
		SP:Iteration 18Q (7991.750000 sec): 3 clusters
  Score: Raw -1984441.306467 + Penalty 4738.995498 = -1979702.310969
  nChanged 163
		SP:Iteration 19Q (7991.790000 sec): 3 clusters
  Score: Raw -1984539.150060 + Penalty 4738.995498 = -1979800.154562
  nChanged 156
		SP:Iteration 20F (7991.840000 sec): 3 clusters
  Score: Raw -1984619.958313 + Penalty 4738.995498 = -1979880.962816
  nChanged 125
		SP:Iteration 21Q (7991.880000 sec): 3 clusters
  Score: Raw -1984688.714075 + Penalty 4738.995498 = -1979949.718577
  nChanged 121
		SP:Iteration 22Q (7991.920000 sec): 3 clusters
  Score: Raw -1984747.525684 + Penalty 4738.995498 = -1980008.530186
  nChanged 90
		SP:Iteration 23Q (7991.960000 sec): 3 clusters
  Score: Raw -1984787.109755 + Penalty 4738.995498 = -1980048.114257
  nChanged 73
		SP:Iteration 24Q (7992.000000 sec): 3 clusters
  Score: Raw -1984821.523277 + Penalty 4738.995498 = -1980082.527779
  nChanged 71
		SP:Iteration 25Q (7992.040000 sec): 3 clusters
  Score: Raw -1984851.764854 + Penalty 4738.995498 = -1980112.769356
  nChanged 68
		SP:Iteration 26Q (7992.080000 sec): 3 clusters
  Score: Raw -1984881.935756 + Penalty 4738.995498 = -1980142.940258
  nChanged 56
		SP:Iteration 27Q (7992.120000 sec): 3 clusters
  Score: Raw -1984903.630187 + Penalty 4738.995498 = -1980164.634689
  nChanged 43
		SP:Iteration 28Q (7992.150000 sec): 3 clusters
  Score: Raw -1984919.327375 + Penalty 4738.995498 = -1980180.331877
  nChanged 39
		SP:Iteration 29Q (7992.190000 sec): 3 clusters
  Score: Raw -1984931.833638 + Penalty 4738.995498 = -1980192.838140
  nChanged 28
		SP:Iteration 30Q (7992.230000 sec): 3 clusters
  Score: Raw -1984941.594662 + Penalty 4738.995498 = -1980202.599165
  nChanged 29
		SP:Iteration 31Q (7992.270000 sec): 3 clusters
  Score: Raw -1984950.825290 + Penalty 4738.995498 = -1980211.829792
  nChanged 37
		SP:Iteration 32Q (7992.310000 sec): 3 clusters
  Score: Raw -1984963.376261 + Penalty 4738.995498 = -1980224.380763
  nChanged 35
		SP:Iteration 33Q (7992.350000 sec): 3 clusters
  Score: Raw -1984974.859845 + Penalty 4738.995498 = -1980235.864348
  nChanged 27
		SP:Iteration 34Q (7992.380000 sec): 3 clusters
  Score: Raw -1984983.818785 + Penalty 4738.995498 = -1980244.823287
  nChanged 22
		SP:Iteration 35Q (7992.420000 sec): 3 clusters
  Score: Raw -1984991.320472 + Penalty 4738.995498 = -1980252.324974
  nChanged 27
		SP:Iteration 36Q (7992.460000 sec): 3 clusters
  Score: Raw -1985000.663944 + Penalty 4738.995498 = -1980261.668446
  nChanged 22
		SP:Iteration 37Q (7992.490000 sec): 3 clusters
  Score: Raw -1985009.535445 + Penalty 4738.995498 = -1980270.539947
  nChanged 18
		SP:Iteration 38Q (7992.530000 sec): 3 clusters
  Score: Raw -1985015.741450 + Penalty 4738.995498 = -1980276.745952
  nChanged 19
		SP:Iteration 39Q (7992.570000 sec): 3 clusters
  Score: Raw -1985021.720003 + Penalty 4738.995498 = -1980282.724505
  nChanged 21
		SP:Iteration 40F (7992.620000 sec): 3 clusters
  Score: Raw -1985028.123422 + Penalty 4738.995498 = -1980289.127924
  nChanged 20
		SP:Iteration 41Q (7992.650000 sec): 3 clusters
  Score: Raw -1985035.678308 + Penalty 4738.995498 = -1980296.682810
  nChanged 18
		SP:Iteration 42Q (7992.690000 sec): 3 clusters
  Score: Raw -1985043.112082 + Penalty 4738.995498 = -1980304.116584
  nChanged 20
		SP:Iteration 43Q (7992.730000 sec): 3 clusters
  Score: Raw -1985050.227921 + Penalty 4738.995498 = -1980311.232423
  nChanged 16
		SP:Iteration 44Q (7992.770000 sec): 3 clusters
  Score: Raw -1985054.803759 + Penalty 4738.995498 = -1980315.808261
  nChanged 19
		SP:Iteration 45Q (7992.810000 sec): 3 clusters
  Score: Raw -1985060.987610 + Penalty 4738.995498 = -1980321.992112
  nChanged 17
		SP:Iteration 46Q (7992.840000 sec): 3 clusters
  Score: Raw -1985067.997670 + Penalty 4738.995498 = -1980329.002172
  nChanged 17
		SP:Iteration 47Q (7992.880000 sec): 3 clusters
  Score: Raw -1985075.022171 + Penalty 4738.995498 = -1980336.026674
  nChanged 18
		SP:Iteration 48Q (7992.910000 sec): 3 clusters
  Score: Raw -1985082.861474 + Penalty 4738.995498 = -1980343.865976
  nChanged 24
		SP:Iteration 49Q (7992.950000 sec): 3 clusters
  Score: Raw -1985091.441146 + Penalty 4738.995498 = -1980352.445648
  nChanged 22
		SP:Iteration 50Q (7992.990000 sec): 3 clusters
  Score: Raw -1985103.346866 + Penalty 4738.995498 = -1980364.351369
  nChanged 26
		SP:Iteration 51Q (7993.030000 sec): 3 clusters
  Score: Raw -1985117.284715 + Penalty 4738.995498 = -1980378.289217
  nChanged 26
		SP:Iteration 52Q (7993.070000 sec): 3 clusters
  Score: Raw -1985126.959333 + Penalty 4738.995498 = -1980387.963835
  nChanged 19
		SP:Iteration 53Q (7993.100000 sec): 3 clusters
  Score: Raw -1985135.658617 + Penalty 4738.995498 = -1980396.663120
  nChanged 16
		SP:Iteration 54Q (7993.140000 sec): 3 clusters
  Score: Raw -1985140.698954 + Penalty 4738.995498 = -1980401.703456
  nChanged 9
		SP:Iteration 55Q (7993.170000 sec): 3 clusters
  Score: Raw -1985145.810298 + Penalty 4738.995498 = -1980406.814800
  nChanged 14
		SP:Iteration 56Q (7993.210000 sec): 3 clusters
  Score: Raw -1985152.959075 + Penalty 4738.995498 = -1980413.963578
  nChanged 10
		SP:Iteration 57Q (7993.250000 sec): 3 clusters
  Score: Raw -1985156.558716 + Penalty 4738.995498 = -1980417.563218
  nChanged 8
		SP:Iteration 58Q (7993.290000 sec): 3 clusters
  Score: Raw -1985160.710870 + Penalty 4738.995498 = -1980421.715372
  nChanged 7
		SP:Iteration 59Q (7993.320000 sec): 3 clusters
  Score: Raw -1985164.425069 + Penalty 4738.995498 = -1980425.429571
  nChanged 3
		SP:Iteration 60F (7993.370000 sec): 3 clusters
  Score: Raw -1985165.609073 + Penalty 4738.995498 = -1980426.613575
  nChanged 2
		SP:Iteration 61Q (7993.410000 sec): 3 clusters
  Score: Raw -1985166.771161 + Penalty 4738.995498 = -1980427.775663
  nChanged 6
		SP:Iteration 62Q (7993.440000 sec): 3 clusters
  Score: Raw -1985169.068021 + Penalty 4738.995498 = -1980430.072523
  nChanged 4
		SP:Iteration 63Q (7993.480000 sec): 3 clusters
  Score: Raw -1985169.969602 + Penalty 4738.995498 = -1980430.974104
  nChanged 1
		SP:Iteration 64Q (7993.520000 sec): 3 clusters
  Score: Raw -1985170.150578 + Penalty 4738.995498 = -1980431.155080
  nChanged 0
		SP:Iteration 65F (7993.560000 sec): 3 clusters
  Score: Raw -1985170.150578 + Penalty 4738.995498 = -1980431.155080
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7993.570000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7993.570000 sec): 3 clusters
  Score: Raw -73222.322890 + Penalty 3074.445443 = -70147.877447
  nChanged 72
		SP:Iteration 1F (7993.580000 sec): 3 clusters
  Score: Raw -73365.413741 + Penalty 3074.445443 = -70290.968298
  nChanged 17
		SP:Iteration 2Q (7993.580000 sec): 3 clusters
  Score: Raw -73404.452581 + Penalty 3074.445443 = -70330.007138
  nChanged 6
		SP:Iteration 3Q (7993.580000 sec): 3 clusters
  Score: Raw -73416.282198 + Penalty 3074.445443 = -70341.836755
  nChanged 2
		SP:Iteration 4Q (7993.580000 sec): 3 clusters
  Score: Raw -73420.205228 + Penalty 3074.445443 = -70345.759785
  nChanged 1
		SP:Iteration 5Q (7993.580000 sec): 3 clusters
  Score: Raw -73422.969099 + Penalty 3074.445443 = -70348.523656
  nChanged 1
		SP:Iteration 6Q (7993.590000 sec): 3 clusters
  Score: Raw -73423.910940 + Penalty 3074.445443 = -70349.465496
  nChanged 0
		SP:Iteration 7F (7993.590000 sec): 3 clusters
  Score: Raw -73423.910940 + Penalty 3074.445443 = -70349.465496
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7993.590000 sec): 2 clusters
  Score: Raw -309960.698442 + Penalty 1905.712369 = -308054.986074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7993.600000 sec): 3 clusters
  Score: Raw -309089.080655 + Penalty 3811.424738 = -305277.655917
  nChanged 714
		SP:Iteration 1F (7993.610000 sec): 3 clusters
  Score: Raw -309564.465783 + Penalty 3811.424738 = -305753.041045
  nChanged 164
		SP:Iteration 2F (7993.620000 sec): 3 clusters
  Score: Raw -309703.264451 + Penalty 3811.424738 = -305891.839713
  nChanged 94
		SP:Iteration 3Q (7993.630000 sec): 3 clusters
  Score: Raw -309779.591675 + Penalty 3811.424738 = -305968.166937
  nChanged 62
		SP:Iteration 4Q (7993.630000 sec): 3 clusters
  Score: Raw -309824.301444 + Penalty 3811.424738 = -306012.876707
  nChanged 45
		SP:Iteration 5Q (7993.640000 sec): 3 clusters
  Score: Raw -309850.693693 + Penalty 3811.424738 = -306039.268956
  nChanged 25
		SP:Iteration 6Q (7993.650000 sec): 3 clusters
  Score: Raw -309869.662746 + Penalty 3811.424738 = -306058.238008
  nChanged 21
		SP:Iteration 7Q (7993.650000 sec): 3 clusters
  Score: Raw -309885.867543 + Penalty 3811.424738 = -306074.442805
  nChanged 17
		SP:Iteration 8Q (7993.660000 sec): 3 clusters
  Score: Raw -309897.897758 + Penalty 3811.424738 = -306086.473020
  nChanged 17
		SP:Iteration 9Q (7993.670000 sec): 3 clusters
  Score: Raw -309908.903093 + Penalty 3811.424738 = -306097.478355
  nChanged 17
		SP:Iteration 10Q (7993.670000 sec): 3 clusters
  Score: Raw -309920.188103 + Penalty 3811.424738 = -306108.763366
  nChanged 15
		SP:Iteration 11Q (7993.680000 sec): 3 clusters
  Score: Raw -309929.252242 + Penalty 3811.424738 = -306117.827505
  nChanged 10
		SP:Iteration 12Q (7993.690000 sec): 3 clusters
  Score: Raw -309934.180842 + Penalty 3811.424738 = -306122.756105
  nChanged 11
		SP:Iteration 13Q (7993.700000 sec): 3 clusters
  Score: Raw -309940.480869 + Penalty 3811.424738 = -306129.056131
  nChanged 6
		SP:Iteration 14Q (7993.710000 sec): 3 clusters
  Score: Raw -309944.520896 + Penalty 3811.424738 = -306133.096158
  nChanged 4
		SP:Iteration 15Q (7993.710000 sec): 3 clusters
  Score: Raw -309946.791394 + Penalty 3811.424738 = -306135.366656
  nChanged 3
		SP:Iteration 16Q (7993.720000 sec): 3 clusters
  Score: Raw -309948.262731 + Penalty 3811.424738 = -306136.837994
  nChanged 3
		SP:Iteration 17Q (7993.730000 sec): 3 clusters
  Score: Raw -309949.987537 + Penalty 3811.424738 = -306138.562800
  nChanged 3
		SP:Iteration 18Q (7993.730000 sec): 3 clusters
  Score: Raw -309952.484343 + Penalty 3811.424738 = -306141.059606
  nChanged 3
		SP:Iteration 19Q (7993.740000 sec): 3 clusters
  Score: Raw -309955.925222 + Penalty 3811.424738 = -306144.500485
  nChanged 5
		SP:Iteration 20F (7993.750000 sec): 3 clusters
  Score: Raw -309959.078814 + Penalty 3811.424738 = -306147.654076
  nChanged 6
		SP:Iteration 21Q (7993.760000 sec): 3 clusters
  Score: Raw -309961.999839 + Penalty 3811.424738 = -306150.575101
  nChanged 4
		SP:Iteration 22Q (7993.760000 sec): 3 clusters
  Score: Raw -309964.973355 + Penalty 3811.424738 = -306153.548617
  nChanged 4
		SP:Iteration 23Q (7993.770000 sec): 3 clusters
  Score: Raw -309966.367989 + Penalty 3811.424738 = -306154.943251
  nChanged 2
		SP:Iteration 24Q (7993.780000 sec): 3 clusters
  Score: Raw -309967.593634 + Penalty 3811.424738 = -306156.168896
  nChanged 0
		SP:Iteration 25F (7993.790000 sec): 3 clusters
  Score: Raw -309967.593634 + Penalty 3811.424738 = -306156.168896
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7993.890000 sec): 2 clusters
  Score: Raw -4594982.282276 + Penalty 2568.412983 = -4592413.869294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7994.000000 sec): 3 clusters
  Score: Raw -4575970.624280 + Penalty 5136.825965 = -4570833.798314
  nChanged 14370
		SP:Iteration 1F (7994.110000 sec): 3 clusters
  Score: Raw -4583830.593971 + Penalty 5136.825965 = -4578693.768006
  nChanged 1468
		SP:Iteration 2Q (7994.220000 sec): 3 clusters
  Score: Raw -4584385.938462 + Penalty 5136.825965 = -4579249.112497
  nChanged 1514
		SP:Iteration 3Q (7994.330000 sec): 3 clusters
  Score: Raw -4585120.697455 + Penalty 5136.825965 = -4579983.871489
  nChanged 1769
		SP:Iteration 4F (7994.430000 sec): 3 clusters
  Score: Raw -4586121.483572 + Penalty 5136.825965 = -4580984.657607
  nChanged 2105
		SP:Iteration 5F (7994.550000 sec): 3 clusters
  Score: Raw -4587476.856546 + Penalty 5136.825965 = -4582340.030580
  nChanged 2322
		SP:Iteration 6F (7994.650000 sec): 3 clusters
  Score: Raw -4589109.398099 + Penalty 5136.825965 = -4583972.572133
  nChanged 2285
		SP:Iteration 7F (7994.770000 sec): 3 clusters
  Score: Raw -4590849.859486 + Penalty 5136.825965 = -4585713.033520
  nChanged 1963
		SP:Iteration 8F (7994.880000 sec): 3 clusters
  Score: Raw -4592417.465453 + Penalty 5136.825965 = -4587280.639487
  nChanged 1386
		SP:Iteration 9Q (7994.990000 sec): 3 clusters
  Score: Raw -4593647.818735 + Penalty 5136.825965 = -4588510.992770
  nChanged 883
		SP:Iteration 10Q (7995.100000 sec): 3 clusters
  Score: Raw -4594855.991029 + Penalty 5136.825965 = -4589719.165063
  nChanged 483
		SP:Iteration 11Q (7995.210000 sec): 3 clusters
  Score: Raw -4595697.509354 + Penalty 5136.825965 = -4590560.683389
  nChanged 265
		SP:Iteration 12Q (7995.300000 sec): 3 clusters
  Score: Raw -4595812.468932 + Penalty 5136.825965 = -4590675.642966
  nChanged 161
		SP:Iteration 13Q (7995.380000 sec): 3 clusters
  Score: Raw -4595868.024595 + Penalty 5136.825965 = -4590731.198630
  nChanged 112
		SP:Iteration 14Q (7995.470000 sec): 3 clusters
  Score: Raw -4595898.779898 + Penalty 5136.825965 = -4590761.953933
  nChanged 83
		SP:Iteration 15Q (7995.550000 sec): 3 clusters
  Score: Raw -4595919.168815 + Penalty 5136.825965 = -4590782.342849
  nChanged 66
		SP:Iteration 16Q (7995.640000 sec): 3 clusters
  Score: Raw -4595932.446027 + Penalty 5136.825965 = -4590795.620061
  nChanged 40
		SP:Iteration 17Q (7995.720000 sec): 3 clusters
  Score: Raw -4595938.401632 + Penalty 5136.825965 = -4590801.575666
  nChanged 31
		SP:Iteration 18Q (7995.810000 sec): 3 clusters
  Score: Raw -4595944.048927 + Penalty 5136.825965 = -4590807.222962
  nChanged 26
		SP:Iteration 19Q (7995.890000 sec): 3 clusters
  Score: Raw -4595948.668365 + Penalty 5136.825965 = -4590811.842399
  nChanged 30
		SP:Iteration 20F (7996.000000 sec): 3 clusters
  Score: Raw -4595954.051673 + Penalty 5136.825965 = -4590817.225707
  nChanged 24
		SP:Iteration 21Q (7996.090000 sec): 3 clusters
  Score: Raw -4595957.968564 + Penalty 5136.825965 = -4590821.142599
  nChanged 16
		SP:Iteration 22Q (7996.170000 sec): 3 clusters
  Score: Raw -4595960.589011 + Penalty 5136.825965 = -4590823.763046
  nChanged 18
		SP:Iteration 23Q (7996.250000 sec): 3 clusters
  Score: Raw -4595964.803887 + Penalty 5136.825965 = -4590827.977921
  nChanged 24
		SP:Iteration 24Q (7996.340000 sec): 3 clusters
  Score: Raw -4595969.999212 + Penalty 5136.825965 = -4590833.173247
  nChanged 20
		SP:Iteration 25Q (7996.430000 sec): 3 clusters
  Score: Raw -4595972.780972 + Penalty 5136.825965 = -4590835.955006
  nChanged 14
		SP:Iteration 26Q (7996.510000 sec): 3 clusters
  Score: Raw -4595974.932097 + Penalty 5136.825965 = -4590838.106132
  nChanged 13
		SP:Iteration 27Q (7996.600000 sec): 3 clusters
  Score: Raw -4595977.036234 + Penalty 5136.825965 = -4590840.210268
  nChanged 15
		SP:Iteration 28Q (7996.680000 sec): 3 clusters
  Score: Raw -4595980.149098 + Penalty 5136.825965 = -4590843.323133
  nChanged 13
		SP:Iteration 29Q (7996.770000 sec): 3 clusters
  Score: Raw -4595982.579849 + Penalty 5136.825965 = -4590845.753884
  nChanged 11
		SP:Iteration 30Q (7996.850000 sec): 3 clusters
  Score: Raw -4595984.509436 + Penalty 5136.825965 = -4590847.683471
  nChanged 9
		SP:Iteration 31Q (7996.940000 sec): 3 clusters
  Score: Raw -4595985.393909 + Penalty 5136.825965 = -4590848.567943
  nChanged 6
		SP:Iteration 32Q (7997.020000 sec): 3 clusters
  Score: Raw -4595986.153621 + Penalty 5136.825965 = -4590849.327656
  nChanged 5
		SP:Iteration 33Q (7997.110000 sec): 3 clusters
  Score: Raw -4595986.655582 + Penalty 5136.825965 = -4590849.829617
  nChanged 4
		SP:Iteration 34Q (7997.190000 sec): 3 clusters
  Score: Raw -4595987.234910 + Penalty 5136.825965 = -4590850.408944
  nChanged 5
		SP:Iteration 35Q (7997.270000 sec): 3 clusters
  Score: Raw -4595987.938218 + Penalty 5136.825965 = -4590851.112252
  nChanged 5
		SP:Iteration 36Q (7997.350000 sec): 3 clusters
  Score: Raw -4595988.608660 + Penalty 5136.825965 = -4590851.782695
  nChanged 3
		SP:Iteration 37Q (7997.440000 sec): 3 clusters
  Score: Raw -4595989.018908 + Penalty 5136.825965 = -4590852.192942
  nChanged 3
		SP:Iteration 38Q (7997.520000 sec): 3 clusters
  Score: Raw -4595989.233455 + Penalty 5136.825965 = -4590852.407489
  nChanged 0
		SP:Iteration 39F (7997.630000 sec): 3 clusters
  Score: Raw -4595989.233455 + Penalty 5136.825965 = -4590852.407489
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98610 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7997.950000 sec): 2 clusters
  Score: Raw -14339891.367177 + Penalty 2851.734133 = -14337039.633044
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7998.320000 sec): 3 clusters
  Score: Raw -14276706.570424 + Penalty 5703.468266 = -14271003.102158
  nChanged 46574
		SP:Iteration 1F (7998.670000 sec): 3 clusters
  Score: Raw -14303002.363773 + Penalty 5703.468266 = -14297298.895507
  nChanged 3143
		SP:Iteration 2Q (7999.040000 sec): 3 clusters
  Score: Raw -14303731.150172 + Penalty 5703.468266 = -14298027.681906
  nChanged 3181
		SP:Iteration 3Q (7999.400000 sec): 3 clusters
  Score: Raw -14304530.984830 + Penalty 5703.468266 = -14298827.516564
  nChanged 3265
		SP:Iteration 4Q (7999.770000 sec): 3 clusters
  Score: Raw -14305462.868553 + Penalty 5703.468266 = -14299759.400287
  nChanged 3604
		SP:Iteration 5Q (8000.130000 sec): 3 clusters
  Score: Raw -14306630.842867 + Penalty 5703.468266 = -14300927.374601
  nChanged 3931
		SP:Iteration 6Q (8000.510000 sec): 3 clusters
  Score: Raw -14308164.056104 + Penalty 5703.468266 = -14302460.587838
  nChanged 4420
		SP:Iteration 7Q (8000.870000 sec): 3 clusters
  Score: Raw -14310157.710111 + Penalty 5703.468266 = -14304454.241845
  nChanged 4828
		SP:Iteration 8Q (8001.240000 sec): 3 clusters
  Score: Raw -14312761.113904 + Penalty 5703.468266 = -14307057.645638
  nChanged 5463
		SP:Iteration 9F (8001.600000 sec): 3 clusters
  Score: Raw -14316030.400703 + Penalty 5703.468266 = -14310326.932437
  nChanged 5522
		SP:Iteration 10F (8001.950000 sec): 3 clusters
  Score: Raw -14319571.301421 + Penalty 5703.468266 = -14313867.833155
  nChanged 5190
		SP:Iteration 11F (8002.310000 sec): 3 clusters
  Score: Raw -14322767.196378 + Penalty 5703.468266 = -14317063.728113
  nChanged 4344
		SP:Iteration 12Q (8002.660000 sec): 3 clusters
  Score: Raw -14324986.144215 + Penalty 5703.468266 = -14319282.675949
  nChanged 3265
		SP:Iteration 13Q (8003.010000 sec): 3 clusters
  Score: Raw -14326353.223712 + Penalty 5703.468266 = -14320649.755446
  nChanged 2544
		SP:Iteration 14Q (8003.350000 sec): 3 clusters
  Score: Raw -14327308.707449 + Penalty 5703.468266 = -14321605.239183
  nChanged 2091
		SP:Iteration 15Q (8003.680000 sec): 3 clusters
  Score: Raw -14328053.597695 + Penalty 5703.468266 = -14322350.129429
  nChanged 1925
		SP:Iteration 16Q (8004.010000 sec): 3 clusters
  Score: Raw -14328767.076561 + Penalty 5703.468266 = -14323063.608295
  nChanged 1898
		SP:Iteration 17Q (8004.340000 sec): 3 clusters
  Score: Raw -14329499.870727 + Penalty 5703.468266 = -14323796.402461
  nChanged 1965
		SP:Iteration 18Q (8004.660000 sec): 3 clusters
  Score: Raw -14330299.504340 + Penalty 5703.468266 = -14324596.036074
  nChanged 1952
		SP:Iteration 19Q (8004.980000 sec): 3 clusters
  Score: Raw -14331134.262552 + Penalty 5703.468266 = -14325430.794286
  nChanged 1931
		SP:Iteration 20F (8005.330000 sec): 3 clusters
  Score: Raw -14331979.512490 + Penalty 5703.468266 = -14326276.044224
  nChanged 1880
		SP:Iteration 21Q (8005.640000 sec): 3 clusters
  Score: Raw -14332858.939975 + Penalty 5703.468266 = -14327155.471709
  nChanged 1851
		SP:Iteration 22Q (8005.940000 sec): 3 clusters
  Score: Raw -14333794.751189 + Penalty 5703.468266 = -14328091.282923
  nChanged 1786
		SP:Iteration 23Q (8006.240000 sec): 3 clusters
  Score: Raw -14334744.431884 + Penalty 5703.468266 = -14329040.963618
  nChanged 1614
		SP:Iteration 24Q (8006.530000 sec): 3 clusters
  Score: Raw -14335646.898859 + Penalty 5703.468266 = -14329943.430594
  nChanged 1549
		SP:Iteration 25Q (8006.820000 sec): 3 clusters
  Score: Raw -14336577.848903 + Penalty 5703.468266 = -14330874.380637
  nChanged 1364
		SP:Iteration 26Q (8007.100000 sec): 3 clusters
  Score: Raw -14337419.070609 + Penalty 5703.468266 = -14331715.602343
  nChanged 1137
		SP:Iteration 27Q (8007.370000 sec): 3 clusters
  Score: Raw -14338111.948492 + Penalty 5703.468266 = -14332408.480226
  nChanged 905
		SP:Iteration 28Q (8007.640000 sec): 3 clusters
  Score: Raw -14338654.940966 + Penalty 5703.468266 = -14332951.472700
  nChanged 704
		SP:Iteration 29Q (8007.910000 sec): 3 clusters
  Score: Raw -14339093.231137 + Penalty 5703.468266 = -14333389.762871
  nChanged 532
		SP:Iteration 30Q (8008.170000 sec): 3 clusters
  Score: Raw -14339425.867531 + Penalty 5703.468266 = -14333722.399265
  nChanged 384
		SP:Iteration 31Q (8008.430000 sec): 3 clusters
  Score: Raw -14339653.741439 + Penalty 5703.468266 = -14333950.273173
  nChanged 254
		SP:Iteration 32Q (8008.680000 sec): 3 clusters
  Score: Raw -14339812.628634 + Penalty 5703.468266 = -14334109.160368
  nChanged 182
		SP:Iteration 33Q (8008.940000 sec): 3 clusters
  Score: Raw -14339929.322155 + Penalty 5703.468266 = -14334225.853889
  nChanged 125
		SP:Iteration 34Q (8009.190000 sec): 3 clusters
  Score: Raw -14340007.526537 + Penalty 5703.468266 = -14334304.058271
  nChanged 81
		SP:Iteration 35Q (8009.440000 sec): 3 clusters
  Score: Raw -14340052.500879 + Penalty 5703.468266 = -14334349.032613
  nChanged 56
		SP:Iteration 36Q (8009.690000 sec): 3 clusters
  Score: Raw -14340086.474209 + Penalty 5703.468266 = -14334383.005944
  nChanged 43
		SP:Iteration 37Q (8009.940000 sec): 3 clusters
  Score: Raw -14340120.226745 + Penalty 5703.468266 = -14334416.758479
  nChanged 46
		SP:Iteration 38Q (8010.190000 sec): 3 clusters
  Score: Raw -14340151.608592 + Penalty 5703.468266 = -14334448.140326
  nChanged 34
		SP:Iteration 39Q (8010.440000 sec): 3 clusters
  Score: Raw -14340173.739401 + Penalty 5703.468266 = -14334470.271135
  nChanged 18
		SP:Iteration 40F (8010.790000 sec): 3 clusters
  Score: Raw -14340183.680377 + Penalty 5703.468266 = -14334480.212111
  nChanged 10
		SP:Iteration 41Q (8011.040000 sec): 3 clusters
  Score: Raw -14340189.245750 + Penalty 5703.468266 = -14334485.777484
  nChanged 9
		SP:Iteration 42Q (8011.280000 sec): 3 clusters
  Score: Raw -14340194.678734 + Penalty 5703.468266 = -14334491.210468
  nChanged 6
		SP:Iteration 43Q (8011.530000 sec): 3 clusters
  Score: Raw -14340199.677363 + Penalty 5703.468266 = -14334496.209097
  nChanged 10
		SP:Iteration 44Q (8011.780000 sec): 3 clusters
  Score: Raw -14340206.876377 + Penalty 5703.468266 = -14334503.408112
  nChanged 10
		SP:Iteration 45Q (8012.040000 sec): 3 clusters
  Score: Raw -14340213.041321 + Penalty 5703.468266 = -14334509.573055
  nChanged 8
		SP:Iteration 46Q (8012.280000 sec): 3 clusters
  Score: Raw -14340218.225179 + Penalty 5703.468266 = -14334514.756914
  nChanged 5
		SP:Iteration 47Q (8012.530000 sec): 3 clusters
  Score: Raw -14340220.893891 + Penalty 5703.468266 = -14334517.425625
  nChanged 3
		SP:Iteration 48Q (8012.780000 sec): 3 clusters
  Score: Raw -14340222.689630 + Penalty 5703.468266 = -14334519.221364
  nChanged 3
		SP:Iteration 49Q (8013.030000 sec): 3 clusters
  Score: Raw -14340224.908377 + Penalty 5703.468266 = -14334521.440111
  nChanged 3
		SP:Iteration 50Q (8013.280000 sec): 3 clusters
  Score: Raw -14340227.570762 + Penalty 5703.468266 = -14334524.102496
  nChanged 2
		SP:Iteration 51Q (8013.530000 sec): 3 clusters
  Score: Raw -14340228.471555 + Penalty 5703.468266 = -14334525.003289
  nChanged 0
		SP:Iteration 52F (8013.880000 sec): 3 clusters
  Score: Raw -14340228.471555 + Penalty 5703.468266 = -14334525.003289
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8014.020000 sec): 2 clusters
  Score: Raw -5638375.688677 + Penalty 2604.440064 = -5635771.248613
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8014.140000 sec): 3 clusters
  Score: Raw -5616364.539931 + Penalty 5208.880128 = -5611155.659803
  nChanged 16468
		SP:Iteration 1F (8014.270000 sec): 3 clusters
  Score: Raw -5625527.414244 + Penalty 5208.880128 = -5620318.534116
  nChanged 1682
		SP:Iteration 2Q (8014.400000 sec): 3 clusters
  Score: Raw -5626117.834340 + Penalty 5208.880128 = -5620908.954212
  nChanged 1692
		SP:Iteration 3Q (8014.530000 sec): 3 clusters
  Score: Raw -5626795.490206 + Penalty 5208.880128 = -5621586.610078
  nChanged 1841
		SP:Iteration 4F (8014.660000 sec): 3 clusters
  Score: Raw -5627711.088987 + Penalty 5208.880128 = -5622502.208859
  nChanged 2131
		SP:Iteration 5F (8014.800000 sec): 3 clusters
  Score: Raw -5629022.063287 + Penalty 5208.880128 = -5623813.183159
  nChanged 2328
		SP:Iteration 6F (8014.930000 sec): 3 clusters
  Score: Raw -5630698.805806 + Penalty 5208.880128 = -5625489.925678
  nChanged 2407
		SP:Iteration 7F (8015.060000 sec): 3 clusters
  Score: Raw -5632651.138461 + Penalty 5208.880128 = -5627442.258333
  nChanged 2194
		SP:Iteration 8F (8015.180000 sec): 3 clusters
  Score: Raw -5634513.869651 + Penalty 5208.880128 = -5629304.989523
  nChanged 1813
		SP:Iteration 9Q (8015.310000 sec): 3 clusters
  Score: Raw -5636086.810439 + Penalty 5208.880128 = -5630877.930311
  nChanged 1278
		SP:Iteration 10Q (8015.430000 sec): 3 clusters
  Score: Raw -5637160.396735 + Penalty 5208.880128 = -5631951.516607
  nChanged 823
		SP:Iteration 11Q (8015.540000 sec): 3 clusters
  Score: Raw -5637846.690665 + Penalty 5208.880128 = -5632637.810536
  nChanged 489
		SP:Iteration 12Q (8015.640000 sec): 3 clusters
  Score: Raw -5638240.763563 + Penalty 5208.880128 = -5633031.883435
  nChanged 250
		SP:Iteration 13Q (8015.740000 sec): 3 clusters
  Score: Raw -5638446.457326 + Penalty 5208.880128 = -5633237.577198
  nChanged 144
		SP:Iteration 14Q (8015.840000 sec): 3 clusters
  Score: Raw -5638562.454772 + Penalty 5208.880128 = -5633353.574644
  nChanged 86
		SP:Iteration 15Q (8015.940000 sec): 3 clusters
  Score: Raw -5638631.159581 + Penalty 5208.880128 = -5633422.279452
  nChanged 48
		SP:Iteration 16Q (8016.040000 sec): 3 clusters
  Score: Raw -5638670.863177 + Penalty 5208.880128 = -5633461.983049
  nChanged 38
		SP:Iteration 17Q (8016.130000 sec): 3 clusters
  Score: Raw -5638697.956264 + Penalty 5208.880128 = -5633489.076136
  nChanged 19
		SP:Iteration 18Q (8016.220000 sec): 3 clusters
  Score: Raw -5638711.959669 + Penalty 5208.880128 = -5633503.079541
  nChanged 11
		SP:Iteration 19Q (8016.320000 sec): 3 clusters
  Score: Raw -5638718.916827 + Penalty 5208.880128 = -5633510.036699
  nChanged 5
		SP:Iteration 20F (8016.440000 sec): 3 clusters
  Score: Raw -5638722.171624 + Penalty 5208.880128 = -5633513.291495
  nChanged 3
		SP:Iteration 21Q (8016.530000 sec): 3 clusters
  Score: Raw -5638724.170496 + Penalty 5208.880128 = -5633515.290367
  nChanged 3
		SP:Iteration 22Q (8016.620000 sec): 3 clusters
  Score: Raw -5638725.780672 + Penalty 5208.880128 = -5633516.900544
  nChanged 0
		SP:Iteration 23F (8016.750000 sec): 3 clusters
  Score: Raw -5638725.780672 + Penalty 5208.880128 = -5633516.900544
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98667 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8017.070000 sec): 2 clusters
  Score: Raw -14575222.912612 + Penalty 2851.877444 = -14572371.035168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8017.420000 sec): 3 clusters
  Score: Raw -14511955.997204 + Penalty 5703.754888 = -14506252.242316
  nChanged 46683
		SP:Iteration 1F (8017.790000 sec): 3 clusters
  Score: Raw -14538677.845076 + Penalty 5703.754888 = -14532974.090188
  nChanged 2857
		SP:Iteration 2Q (8018.150000 sec): 3 clusters
  Score: Raw -14539244.154113 + Penalty 5703.754888 = -14533540.399225
  nChanged 2748
		SP:Iteration 3Q (8018.520000 sec): 3 clusters
  Score: Raw -14539797.829021 + Penalty 5703.754888 = -14534094.074133
  nChanged 2754
		SP:Iteration 4Q (8018.900000 sec): 3 clusters
  Score: Raw -14540381.031682 + Penalty 5703.754888 = -14534677.276794
  nChanged 2774
		SP:Iteration 5Q (8019.260000 sec): 3 clusters
  Score: Raw -14541023.962998 + Penalty 5703.754888 = -14535320.208110
  nChanged 2917
		SP:Iteration 6Q (8019.640000 sec): 3 clusters
  Score: Raw -14541769.277598 + Penalty 5703.754888 = -14536065.522710
  nChanged 3049
		SP:Iteration 7Q (8020.000000 sec): 3 clusters
  Score: Raw -14542633.070520 + Penalty 5703.754888 = -14536929.315632
  nChanged 3283
		SP:Iteration 8Q (8020.370000 sec): 3 clusters
  Score: Raw -14543701.775063 + Penalty 5703.754888 = -14537998.020175
  nChanged 3580
		SP:Iteration 9Q (8020.740000 sec): 3 clusters
  Score: Raw -14544941.711139 + Penalty 5703.754888 = -14539237.956251
  nChanged 3804
		SP:Iteration 10Q (8021.100000 sec): 3 clusters
  Score: Raw -14546419.325388 + Penalty 5703.754888 = -14540715.570500
  nChanged 4056
		SP:Iteration 11Q (8021.460000 sec): 3 clusters
  Score: Raw -14548076.265191 + Penalty 5703.754888 = -14542372.510303
  nChanged 4069
		SP:Iteration 12Q (8021.820000 sec): 3 clusters
  Score: Raw -14549827.724098 + Penalty 5703.754888 = -14544123.969209
  nChanged 4029
		SP:Iteration 13Q (8022.190000 sec): 3 clusters
  Score: Raw -14551618.291005 + Penalty 5703.754888 = -14545914.536117
  nChanged 3999
		SP:Iteration 14Q (8022.560000 sec): 3 clusters
  Score: Raw -14553487.929987 + Penalty 5703.754888 = -14547784.175099
  nChanged 4205
		SP:Iteration 15Q (8022.920000 sec): 3 clusters
  Score: Raw -14555658.251237 + Penalty 5703.754888 = -14549954.496349
  nChanged 4749
		SP:Iteration 16Q (8023.280000 sec): 3 clusters
  Score: Raw -14558336.618708 + Penalty 5703.754888 = -14552632.863820
  nChanged 5199
		SP:Iteration 17F (8023.640000 sec): 3 clusters
  Score: Raw -14561484.700020 + Penalty 5703.754888 = -14555780.945132
  nChanged 5283
		SP:Iteration 18F (8023.990000 sec): 3 clusters
  Score: Raw -14564845.608395 + Penalty 5703.754888 = -14559141.853506
  nChanged 4832
		SP:Iteration 19Q (8024.330000 sec): 3 clusters
  Score: Raw -14568028.220887 + Penalty 5703.754888 = -14562324.465999
  nChanged 4052
		SP:Iteration 20F (8024.690000 sec): 3 clusters
  Score: Raw -14570722.921720 + Penalty 5703.754888 = -14565019.166832
  nChanged 2890
		SP:Iteration 21Q (8025.000000 sec): 3 clusters
  Score: Raw -14572645.288410 + Penalty 5703.754888 = -14566941.533522
  nChanged 1914
		SP:Iteration 22Q (8025.300000 sec): 3 clusters
  Score: Raw -14573873.258087 + Penalty 5703.754888 = -14568169.503199
  nChanged 1172
		SP:Iteration 23Q (8025.590000 sec): 3 clusters
  Score: Raw -14574604.918488 + Penalty 5703.754888 = -14568901.163600
  nChanged 702
		SP:Iteration 24Q (8025.860000 sec): 3 clusters
  Score: Raw -14575034.517180 + Penalty 5703.754888 = -14569330.762292
  nChanged 404
		SP:Iteration 25Q (8026.130000 sec): 3 clusters
  Score: Raw -14575256.445792 + Penalty 5703.754888 = -14569552.690903
  nChanged 253
		SP:Iteration 26Q (8026.390000 sec): 3 clusters
  Score: Raw -14575399.012599 + Penalty 5703.754888 = -14569695.257711
  nChanged 157
		SP:Iteration 27Q (8026.650000 sec): 3 clusters
  Score: Raw -14575485.281316 + Penalty 5703.754888 = -14569781.526428
  nChanged 112
		SP:Iteration 28Q (8026.910000 sec): 3 clusters
  Score: Raw -14575545.825445 + Penalty 5703.754888 = -14569842.070557
  nChanged 85
		SP:Iteration 29Q (8027.170000 sec): 3 clusters
  Score: Raw -14575595.149068 + Penalty 5703.754888 = -14569891.394180
  nChanged 72
		SP:Iteration 30Q (8027.430000 sec): 3 clusters
  Score: Raw -14575642.449538 + Penalty 5703.754888 = -14569938.694650
  nChanged 75
		SP:Iteration 31Q (8027.690000 sec): 3 clusters
  Score: Raw -14575682.865765 + Penalty 5703.754888 = -14569979.110876
  nChanged 54
		SP:Iteration 32Q (8027.960000 sec): 3 clusters
  Score: Raw -14575712.397914 + Penalty 5703.754888 = -14570008.643026
  nChanged 39
		SP:Iteration 33Q (8028.220000 sec): 3 clusters
  Score: Raw -14575732.641001 + Penalty 5703.754888 = -14570028.886113
  nChanged 28
		SP:Iteration 34Q (8028.490000 sec): 3 clusters
  Score: Raw -14575746.462935 + Penalty 5703.754888 = -14570042.708046
  nChanged 20
		SP:Iteration 35Q (8028.760000 sec): 3 clusters
  Score: Raw -14575757.339909 + Penalty 5703.754888 = -14570053.585021
  nChanged 15
		SP:Iteration 36Q (8029.020000 sec): 3 clusters
  Score: Raw -14575765.188027 + Penalty 5703.754888 = -14570061.433139
  nChanged 21
		SP:Iteration 37Q (8029.270000 sec): 3 clusters
  Score: Raw -14575775.825982 + Penalty 5703.754888 = -14570072.071093
  nChanged 16
		SP:Iteration 38Q (8029.530000 sec): 3 clusters
  Score: Raw -14575784.224123 + Penalty 5703.754888 = -14570080.469235
  nChanged 13
		SP:Iteration 39Q (8029.790000 sec): 3 clusters
  Score: Raw -14575790.494299 + Penalty 5703.754888 = -14570086.739411
  nChanged 11
		SP:Iteration 40F (8030.140000 sec): 3 clusters
  Score: Raw -14575795.987780 + Penalty 5703.754888 = -14570092.232892
  nChanged 8
		SP:Iteration 41Q (8030.400000 sec): 3 clusters
  Score: Raw -14575799.136485 + Penalty 5703.754888 = -14570095.381596
  nChanged 5
		SP:Iteration 42Q (8030.660000 sec): 3 clusters
  Score: Raw -14575801.275288 + Penalty 5703.754888 = -14570097.520400
  nChanged 7
		SP:Iteration 43Q (8030.920000 sec): 3 clusters
  Score: Raw -14575805.667135 + Penalty 5703.754888 = -14570101.912247
  nChanged 9
		SP:Iteration 44Q (8031.170000 sec): 3 clusters
  Score: Raw -14575809.405942 + Penalty 5703.754888 = -14570105.651054
  nChanged 6
		SP:Iteration 45Q (8031.430000 sec): 3 clusters
  Score: Raw -14575812.086134 + Penalty 5703.754888 = -14570108.331246
  nChanged 3
		SP:Iteration 46Q (8031.690000 sec): 3 clusters
  Score: Raw -14575813.081983 + Penalty 5703.754888 = -14570109.327095
  nChanged 3
		SP:Iteration 47Q (8031.950000 sec): 3 clusters
  Score: Raw -14575814.508203 + Penalty 5703.754888 = -14570110.753315
  nChanged 1
		SP:Iteration 48Q (8032.200000 sec): 3 clusters
  Score: Raw -14575814.947241 + Penalty 5703.754888 = -14570111.192353
  nChanged 3
		SP:Iteration 49Q (8032.460000 sec): 3 clusters
  Score: Raw -14575816.600720 + Penalty 5703.754888 = -14570112.845832
  nChanged 3
		SP:Iteration 50Q (8032.710000 sec): 3 clusters
  Score: Raw -14575818.199945 + Penalty 5703.754888 = -14570114.445057
  nChanged 4
		SP:Iteration 51Q (8032.970000 sec): 3 clusters
  Score: Raw -14575820.149013 + Penalty 5703.754888 = -14570116.394125
  nChanged 3
		SP:Iteration 52Q (8033.220000 sec): 3 clusters
  Score: Raw -14575821.582643 + Penalty 5703.754888 = -14570117.827755
  nChanged 3
		SP:Iteration 53Q (8033.470000 sec): 3 clusters
  Score: Raw -14575823.232594 + Penalty 5703.754888 = -14570119.477706
  nChanged 2
		SP:Iteration 54Q (8033.730000 sec): 3 clusters
  Score: Raw -14575824.100324 + Penalty 5703.754888 = -14570120.345435
  nChanged 2
		SP:Iteration 55Q (8033.980000 sec): 3 clusters
  Score: Raw -14575825.076438 + Penalty 5703.754888 = -14570121.321550
  nChanged 1
		SP:Iteration 56Q (8034.230000 sec): 3 clusters
  Score: Raw -14575825.404371 + Penalty 5703.754888 = -14570121.649483
  nChanged 2
		SP:Iteration 57Q (8034.490000 sec): 3 clusters
  Score: Raw -14575826.043735 + Penalty 5703.754888 = -14570122.288847
  nChanged 0
		SP:Iteration 58F (8034.830000 sec): 3 clusters
  Score: Raw -14575826.043735 + Penalty 5703.754888 = -14570122.288847
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8034.880000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8034.880000 sec): 3 clusters
  Score: Raw -22446.630264 + Penalty 2547.356025 = -19899.274239
  nChanged 13
		SP:Iteration 1F (8034.880000 sec): 3 clusters
  Score: Raw -22534.737248 + Penalty 2547.356025 = -19987.381223
  nChanged 3
		SP:Iteration 2Q (8034.880000 sec): 3 clusters
  Score: Raw -22556.959129 + Penalty 2547.356025 = -20009.603104
  nChanged 1
		SP:Iteration 3Q (8034.880000 sec): 3 clusters
  Score: Raw -22570.676458 + Penalty 2547.356025 = -20023.320433
  nChanged 0
		SP:Iteration 4F (8034.880000 sec): 3 clusters
  Score: Raw -22570.676458 + Penalty 2547.356025 = -20023.320433
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51083 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8035.050000 sec): 2 clusters
  Score: Raw -7501759.148521 + Penalty 2688.619346 = -7499070.529175
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8035.240000 sec): 3 clusters
  Score: Raw -7469757.755476 + Penalty 5377.238692 = -7464380.516784
  nChanged 23805
		SP:Iteration 1F (8035.420000 sec): 3 clusters
  Score: Raw -7483034.296183 + Penalty 5377.238692 = -7477657.057492
  nChanged 2230
		SP:Iteration 2Q (8035.610000 sec): 3 clusters
  Score: Raw -7483722.573964 + Penalty 5377.238692 = -7478345.335272
  nChanged 2101
		SP:Iteration 3Q (8035.800000 sec): 3 clusters
  Score: Raw -7484426.731310 + Penalty 5377.238692 = -7479049.492618
  nChanged 2223
		SP:Iteration 4Q (8035.980000 sec): 3 clusters
  Score: Raw -7485343.224155 + Penalty 5377.238692 = -7479965.985463
  nChanged 2706
		SP:Iteration 5F (8036.170000 sec): 3 clusters
  Score: Raw -7486772.587673 + Penalty 5377.238692 = -7481395.348981
  nChanged 3395
		SP:Iteration 6F (8036.350000 sec): 3 clusters
  Score: Raw -7489086.077174 + Penalty 5377.238692 = -7483708.838482
  nChanged 4091
		SP:Iteration 7F (8036.530000 sec): 3 clusters
  Score: Raw -7492535.400124 + Penalty 5377.238692 = -7487158.161432
  nChanged 4059
		SP:Iteration 8F (8036.710000 sec): 3 clusters
  Score: Raw -7496380.687632 + Penalty 5377.238692 = -7491003.448940
  nChanged 3096
		SP:Iteration 9F (8036.890000 sec): 3 clusters
  Score: Raw -7499462.621935 + Penalty 5377.238692 = -7494085.383243
  nChanged 1675
		SP:Iteration 10Q (8037.060000 sec): 3 clusters
  Score: Raw -7501064.212226 + Penalty 5377.238692 = -7495686.973534
  nChanged 622
		SP:Iteration 11Q (8037.220000 sec): 3 clusters
  Score: Raw -7501639.367211 + Penalty 5377.238692 = -7496262.128519
  nChanged 233
		SP:Iteration 12Q (8037.360000 sec): 3 clusters
  Score: Raw -7501884.174950 + Penalty 5377.238692 = -7496506.936259
  nChanged 92
		SP:Iteration 13Q (8037.490000 sec): 3 clusters
  Score: Raw -7501986.975332 + Penalty 5377.238692 = -7496609.736641
  nChanged 43
		SP:Iteration 14Q (8037.630000 sec): 3 clusters
  Score: Raw -7502034.621974 + Penalty 5377.238692 = -7496657.383283
  nChanged 26
		SP:Iteration 15Q (8037.760000 sec): 3 clusters
  Score: Raw -7502064.241046 + Penalty 5377.238692 = -7496687.002354
  nChanged 20
		SP:Iteration 16Q (8037.890000 sec): 3 clusters
  Score: Raw -7502082.911114 + Penalty 5377.238692 = -7496705.672422
  nChanged 12
		SP:Iteration 17Q (8038.030000 sec): 3 clusters
  Score: Raw -7502094.994142 + Penalty 5377.238692 = -7496717.755451
  nChanged 7
		SP:Iteration 18Q (8038.150000 sec): 3 clusters
  Score: Raw -7502101.688088 + Penalty 5377.238692 = -7496724.449396
  nChanged 3
		SP:Iteration 19Q (8038.280000 sec): 3 clusters
  Score: Raw -7502106.620021 + Penalty 5377.238692 = -7496729.381330
  nChanged 4
		SP:Iteration 20F (8038.470000 sec): 3 clusters
  Score: Raw -7502109.973160 + Penalty 5377.238692 = -7496732.734468
  nChanged 4
		SP:Iteration 21Q (8038.600000 sec): 3 clusters
  Score: Raw -7502112.786855 + Penalty 5377.238692 = -7496735.548163
  nChanged 1
		SP:Iteration 22Q (8038.730000 sec): 3 clusters
  Score: Raw -7502114.329112 + Penalty 5377.238692 = -7496737.090420
  nChanged 4
		SP:Iteration 23Q (8038.860000 sec): 3 clusters
  Score: Raw -7502118.995743 + Penalty 5377.238692 = -7496741.757052
  nChanged 1
		SP:Iteration 24Q (8038.990000 sec): 3 clusters
  Score: Raw -7502119.339572 + Penalty 5377.238692 = -7496742.100880
  nChanged 0
		SP:Iteration 25F (8039.180000 sec): 3 clusters
  Score: Raw -7502119.339572 + Penalty 5377.238692 = -7496742.100880
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8039.200000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8039.200000 sec): 3 clusters
  Score: Raw -76020.557404 + Penalty 3043.240186 = -72977.317218
  nChanged 103
		SP:Iteration 1F (8039.200000 sec): 3 clusters
  Score: Raw -76289.486162 + Penalty 3043.240186 = -73246.245976
  nChanged 48
		SP:Iteration 2F (8039.200000 sec): 3 clusters
  Score: Raw -76434.945519 + Penalty 3043.240186 = -73391.705333
  nChanged 35
		SP:Iteration 3F (8039.200000 sec): 3 clusters
  Score: Raw -76558.445765 + Penalty 3043.240186 = -73515.205580
  nChanged 23
		SP:Iteration 4Q (8039.210000 sec): 3 clusters
  Score: Raw -76635.403628 + Penalty 3043.240186 = -73592.163442
  nChanged 11
		SP:Iteration 5Q (8039.210000 sec): 3 clusters
  Score: Raw -76674.695227 + Penalty 3043.240186 = -73631.455041
  nChanged 5
		SP:Iteration 6Q (8039.210000 sec): 3 clusters
  Score: Raw -76713.735371 + Penalty 3043.240186 = -73670.495185
  nChanged 4
		SP:Iteration 7Q (8039.210000 sec): 3 clusters
  Score: Raw -76741.807146 + Penalty 3043.240186 = -73698.566960
  nChanged 1
		SP:Iteration 8Q (8039.210000 sec): 3 clusters
  Score: Raw -76743.175658 + Penalty 3043.240186 = -73699.935472
  nChanged 0
		SP:Iteration 9F (8039.210000 sec): 3 clusters
  Score: Raw -76743.175658 + Penalty 3043.240186 = -73699.935472
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8039.220000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8039.220000 sec): 3 clusters
  Score: Raw -68268.315399 + Penalty 3055.958832 = -65212.356568
  nChanged 82
		SP:Iteration 1F (8039.220000 sec): 3 clusters
  Score: Raw -68429.894760 + Penalty 3055.958832 = -65373.935928
  nChanged 22
		SP:Iteration 2Q (8039.220000 sec): 3 clusters
  Score: Raw -68498.023278 + Penalty 3055.958832 = -65442.064447
  nChanged 8
		SP:Iteration 3Q (8039.220000 sec): 3 clusters
  Score: Raw -68523.482875 + Penalty 3055.958832 = -65467.524044
  nChanged 4
		SP:Iteration 4Q (8039.220000 sec): 3 clusters
  Score: Raw -68537.403453 + Penalty 3055.958832 = -65481.444621
  nChanged 2
		SP:Iteration 5Q (8039.230000 sec): 3 clusters
  Score: Raw -68544.813163 + Penalty 3055.958832 = -65488.854331
  nChanged 2
		SP:Iteration 6Q (8039.230000 sec): 3 clusters
  Score: Raw -68551.916429 + Penalty 3055.958832 = -65495.957597
  nChanged 3
		SP:Iteration 7Q (8039.230000 sec): 3 clusters
  Score: Raw -68557.335382 + Penalty 3055.958832 = -65501.376550
  nChanged 2
		SP:Iteration 8Q (8039.230000 sec): 3 clusters
  Score: Raw -68561.310627 + Penalty 3055.958832 = -65505.351795
  nChanged 1
		SP:Iteration 9Q (8039.230000 sec): 3 clusters
  Score: Raw -68563.609326 + Penalty 3055.958832 = -65507.650494
  nChanged 0
		SP:Iteration 10F (8039.240000 sec): 3 clusters
  Score: Raw -68563.609326 + Penalty 3055.958832 = -65507.650494
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (268042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8040.130000 sec): 2 clusters
  Score: Raw -39665434.756976 + Penalty 3099.726943 = -39662335.030033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8041.130000 sec): 3 clusters
  Score: Raw -39488579.077986 + Penalty 6199.453886 = -39482379.624100
  nChanged 129490
		SP:Iteration 1F (8042.120000 sec): 3 clusters
  Score: Raw -39564827.086341 + Penalty 6199.453886 = -39558627.632455
  nChanged 6447
		SP:Iteration 2Q (8043.140000 sec): 3 clusters
  Score: Raw -39566015.464334 + Penalty 6199.453886 = -39559816.010448
  nChanged 6957
		SP:Iteration 3Q (8044.160000 sec): 3 clusters
  Score: Raw -39567484.511776 + Penalty 6199.453886 = -39561285.057890
  nChanged 7685
		SP:Iteration 4Q (8045.180000 sec): 3 clusters
  Score: Raw -39569415.941559 + Penalty 6199.453886 = -39563216.487674
  nChanged 8576
		SP:Iteration 5Q (8046.200000 sec): 3 clusters
  Score: Raw -39572083.266730 + Penalty 6199.453886 = -39565883.812844
  nChanged 9895
		SP:Iteration 6Q (8047.210000 sec): 3 clusters
  Score: Raw -39575774.799216 + Penalty 6199.453886 = -39569575.345330
  nChanged 11351
		SP:Iteration 7Q (8048.230000 sec): 3 clusters
  Score: Raw -39580975.255847 + Penalty 6199.453886 = -39574775.801961
  nChanged 13203
		SP:Iteration 8Q (8049.240000 sec): 3 clusters
  Score: Raw -39588305.421750 + Penalty 6199.453886 = -39582105.967864
  nChanged 15427
		SP:Iteration 9F (8050.220000 sec): 3 clusters
  Score: Raw -39598426.943182 + Penalty 6199.453886 = -39592227.489296
  nChanged 17256
		SP:Iteration 10F (8051.220000 sec): 3 clusters
  Score: Raw -39611002.593299 + Penalty 6199.453886 = -39604803.139414
  nChanged 18161
		SP:Iteration 11F (8052.200000 sec): 3 clusters
  Score: Raw -39624905.190981 + Penalty 6199.453886 = -39618705.737095
  nChanged 16900
		SP:Iteration 12F (8053.170000 sec): 3 clusters
  Score: Raw -39638258.483283 + Penalty 6199.453886 = -39632059.029397
  nChanged 13850
		SP:Iteration 13F (8054.140000 sec): 3 clusters
  Score: Raw -39649363.848191 + Penalty 6199.453886 = -39643164.394305
  nChanged 9750
		SP:Iteration 14Q (8054.970000 sec): 3 clusters
  Score: Raw -39657022.883186 + Penalty 6199.453886 = -39650823.429300
  nChanged 5856
		SP:Iteration 15Q (8055.760000 sec): 3 clusters
  Score: Raw -39661411.554080 + Penalty 6199.453886 = -39655212.100194
  nChanged 3116
		SP:Iteration 16Q (8056.500000 sec): 3 clusters
  Score: Raw -39663631.494659 + Penalty 6199.453886 = -39657432.040773
  nChanged 1524
		SP:Iteration 17Q (8057.220000 sec): 3 clusters
  Score: Raw -39664672.464945 + Penalty 6199.453886 = -39658473.011059
  nChanged 710
		SP:Iteration 18Q (8057.920000 sec): 3 clusters
  Score: Raw -39665138.957831 + Penalty 6199.453886 = -39658939.503945
  nChanged 364
		SP:Iteration 19Q (8058.630000 sec): 3 clusters
  Score: Raw -39665379.037509 + Penalty 6199.453886 = -39659179.583623
  nChanged 224
		SP:Iteration 20F (8059.570000 sec): 3 clusters
  Score: Raw -39665538.762721 + Penalty 6199.453886 = -39659339.308835
  nChanged 163
		SP:Iteration 21Q (8060.260000 sec): 3 clusters
  Score: Raw -39665645.737779 + Penalty 6199.453886 = -39659446.283893
  nChanged 76
		SP:Iteration 22Q (8060.940000 sec): 3 clusters
  Score: Raw -39665693.540650 + Penalty 6199.453886 = -39659494.086764
  nChanged 56
		SP:Iteration 23Q (8061.620000 sec): 3 clusters
  Score: Raw -39665729.380315 + Penalty 6199.453886 = -39659529.926429
  nChanged 38
		SP:Iteration 24Q (8062.300000 sec): 3 clusters
  Score: Raw -39665751.647494 + Penalty 6199.453886 = -39659552.193608
  nChanged 33
		SP:Iteration 25Q (8062.980000 sec): 3 clusters
  Score: Raw -39665773.329181 + Penalty 6199.453886 = -39659573.875295
  nChanged 26
		SP:Iteration 26Q (8063.660000 sec): 3 clusters
  Score: Raw -39665795.174905 + Penalty 6199.453886 = -39659595.721019
  nChanged 24
		SP:Iteration 27Q (8064.340000 sec): 3 clusters
  Score: Raw -39665811.693733 + Penalty 6199.453886 = -39659612.239847
  nChanged 25
		SP:Iteration 28Q (8065.020000 sec): 3 clusters
  Score: Raw -39665826.911718 + Penalty 6199.453886 = -39659627.457832
  nChanged 14
		SP:Iteration 29Q (8065.700000 sec): 3 clusters
  Score: Raw -39665837.234710 + Penalty 6199.453886 = -39659637.780824
  nChanged 13
		SP:Iteration 30Q (8066.380000 sec): 3 clusters
  Score: Raw -39665845.565815 + Penalty 6199.453886 = -39659646.111929
  nChanged 10
		SP:Iteration 31Q (8067.060000 sec): 3 clusters
  Score: Raw -39665854.553892 + Penalty 6199.453886 = -39659655.100006
  nChanged 9
		SP:Iteration 32Q (8067.740000 sec): 3 clusters
  Score: Raw -39665861.111120 + Penalty 6199.453886 = -39659661.657234
  nChanged 8
		SP:Iteration 33Q (8068.420000 sec): 3 clusters
  Score: Raw -39665866.402814 + Penalty 6199.453886 = -39659666.948928
  nChanged 8
		SP:Iteration 34Q (8069.100000 sec): 3 clusters
  Score: Raw -39665871.964216 + Penalty 6199.453886 = -39659672.510330
  nChanged 8
		SP:Iteration 35Q (8069.770000 sec): 3 clusters
  Score: Raw -39665877.924187 + Penalty 6199.453886 = -39659678.470301
  nChanged 6
		SP:Iteration 36Q (8070.450000 sec): 3 clusters
  Score: Raw -39665881.159615 + Penalty 6199.453886 = -39659681.705729
  nChanged 4
		SP:Iteration 37Q (8071.130000 sec): 3 clusters
  Score: Raw -39665884.073572 + Penalty 6199.453886 = -39659684.619686
  nChanged 5
		SP:Iteration 38Q (8071.810000 sec): 3 clusters
  Score: Raw -39665887.906822 + Penalty 6199.453886 = -39659688.452936
  nChanged 4
		SP:Iteration 39Q (8072.480000 sec): 3 clusters
  Score: Raw -39665890.173716 + Penalty 6199.453886 = -39659690.719830
  nChanged 5
		SP:Iteration 40F (8073.430000 sec): 3 clusters
  Score: Raw -39665893.710989 + Penalty 6199.453886 = -39659694.257103
  nChanged 2
		SP:Iteration 41Q (8074.110000 sec): 3 clusters
  Score: Raw -39665895.283037 + Penalty 6199.453886 = -39659695.829151
  nChanged 2
		SP:Iteration 42Q (8074.780000 sec): 3 clusters
  Score: Raw -39665895.989620 + Penalty 6199.453886 = -39659696.535734
  nChanged 1
		SP:Iteration 43Q (8075.470000 sec): 3 clusters
  Score: Raw -39665896.706375 + Penalty 6199.453886 = -39659697.252489
  nChanged 2
		SP:Iteration 44Q (8076.150000 sec): 3 clusters
  Score: Raw -39665898.484199 + Penalty 6199.453886 = -39659699.030314
  nChanged 4
		SP:Iteration 45Q (8076.830000 sec): 3 clusters
  Score: Raw -39665903.799010 + Penalty 6199.453886 = -39659704.345124
  nChanged 3
		SP:Iteration 46Q (8077.510000 sec): 3 clusters
  Score: Raw -39665906.506764 + Penalty 6199.453886 = -39659707.052878
  nChanged 2
		SP:Iteration 47Q (8078.190000 sec): 3 clusters
  Score: Raw -39665908.113635 + Penalty 6199.453886 = -39659708.659749
  nChanged 1
		SP:Iteration 48Q (8078.870000 sec): 3 clusters
  Score: Raw -39665908.669251 + Penalty 6199.453886 = -39659709.215365
  nChanged 2
		SP:Iteration 49Q (8079.540000 sec): 3 clusters
  Score: Raw -39665909.718619 + Penalty 6199.453886 = -39659710.264733
  nChanged 1
		SP:Iteration 50Q (8080.210000 sec): 3 clusters
  Score: Raw -39665910.019955 + Penalty 6199.453886 = -39659710.566069
  nChanged 1
		SP:Iteration 51Q (8080.890000 sec): 3 clusters
  Score: Raw -39665910.241052 + Penalty 6199.453886 = -39659710.787166
  nChanged 0
		SP:Iteration 52F (8081.840000 sec): 3 clusters
  Score: Raw -39665910.241052 + Penalty 6199.453886 = -39659710.787166
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8082.090000 sec): 2 clusters
  Score: Raw -5135724.242631 + Penalty 2584.725774 = -5133139.516857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8082.210000 sec): 3 clusters
  Score: Raw -5115336.244335 + Penalty 5169.451548 = -5110166.792787
  nChanged 15254
		SP:Iteration 1F (8082.330000 sec): 3 clusters
  Score: Raw -5123550.768318 + Penalty 5169.451548 = -5118381.316770
  nChanged 1465
		SP:Iteration 2Q (8082.450000 sec): 3 clusters
  Score: Raw -5123972.002856 + Penalty 5169.451548 = -5118802.551309
  nChanged 1266
		SP:Iteration 3Q (8082.580000 sec): 3 clusters
  Score: Raw -5124313.147098 + Penalty 5169.451548 = -5119143.695550
  nChanged 1135
		SP:Iteration 4Q (8082.700000 sec): 3 clusters
  Score: Raw -5124633.251201 + Penalty 5169.451548 = -5119463.799654
  nChanged 1108
		SP:Iteration 5Q (8082.820000 sec): 3 clusters
  Score: Raw -5124987.016398 + Penalty 5169.451548 = -5119817.564850
  nChanged 1280
		SP:Iteration 6Q (8082.940000 sec): 3 clusters
  Score: Raw -5125492.351534 + Penalty 5169.451548 = -5120322.899987
  nChanged 1562
		SP:Iteration 7Q (8083.060000 sec): 3 clusters
  Score: Raw -5126287.119157 + Penalty 5169.451548 = -5121117.667609
  nChanged 1995
		SP:Iteration 8F (8083.180000 sec): 3 clusters
  Score: Raw -5127585.476916 + Penalty 5169.451548 = -5122416.025368
  nChanged 2356
		SP:Iteration 9F (8083.290000 sec): 3 clusters
  Score: Raw -5129431.465000 + Penalty 5169.451548 = -5124262.013453
  nChanged 2432
		SP:Iteration 10F (8083.410000 sec): 3 clusters
  Score: Raw -5131604.694990 + Penalty 5169.451548 = -5126435.243442
  nChanged 2013
		SP:Iteration 11F (8083.530000 sec): 3 clusters
  Score: Raw -5133422.904832 + Penalty 5169.451548 = -5128253.453285
  nChanged 1314
		SP:Iteration 12Q (8083.640000 sec): 3 clusters
  Score: Raw -5134618.042684 + Penalty 5169.451548 = -5129448.591136
  nChanged 739
		SP:Iteration 13Q (8083.750000 sec): 3 clusters
  Score: Raw -5135256.612360 + Penalty 5169.451548 = -5130087.160812
  nChanged 382
		SP:Iteration 14Q (8083.840000 sec): 3 clusters
  Score: Raw -5135603.064721 + Penalty 5169.451548 = -5130433.613173
  nChanged 211
		SP:Iteration 15Q (8083.930000 sec): 3 clusters
  Score: Raw -5135779.043802 + Penalty 5169.451548 = -5130609.592255
  nChanged 123
		SP:Iteration 16Q (8084.030000 sec): 3 clusters
  Score: Raw -5135869.205390 + Penalty 5169.451548 = -5130699.753842
  nChanged 80
		SP:Iteration 17Q (8084.110000 sec): 3 clusters
  Score: Raw -5135937.610388 + Penalty 5169.451548 = -5130768.158841
  nChanged 61
		SP:Iteration 18Q (8084.200000 sec): 3 clusters
  Score: Raw -5135986.476049 + Penalty 5169.451548 = -5130817.024501
  nChanged 35
		SP:Iteration 19Q (8084.280000 sec): 3 clusters
  Score: Raw -5136012.351851 + Penalty 5169.451548 = -5130842.900304
  nChanged 21
		SP:Iteration 20F (8084.400000 sec): 3 clusters
  Score: Raw -5136026.374251 + Penalty 5169.451548 = -5130856.922704
  nChanged 18
		SP:Iteration 21Q (8084.490000 sec): 3 clusters
  Score: Raw -5136036.669809 + Penalty 5169.451548 = -5130867.218262
  nChanged 9
		SP:Iteration 22Q (8084.580000 sec): 3 clusters
  Score: Raw -5136041.643826 + Penalty 5169.451548 = -5130872.192278
  nChanged 7
		SP:Iteration 23Q (8084.660000 sec): 3 clusters
  Score: Raw -5136047.248867 + Penalty 5169.451548 = -5130877.797319
  nChanged 12
		SP:Iteration 24Q (8084.750000 sec): 3 clusters
  Score: Raw -5136056.667804 + Penalty 5169.451548 = -5130887.216256
  nChanged 11
		SP:Iteration 25Q (8084.840000 sec): 3 clusters
  Score: Raw -5136064.764683 + Penalty 5169.451548 = -5130895.313135
  nChanged 7
		SP:Iteration 26Q (8084.920000 sec): 3 clusters
  Score: Raw -5136068.535724 + Penalty 5169.451548 = -5130899.084176
  nChanged 6
		SP:Iteration 27Q (8085.010000 sec): 3 clusters
  Score: Raw -5136073.056792 + Penalty 5169.451548 = -5130903.605245
  nChanged 5
		SP:Iteration 28Q (8085.090000 sec): 3 clusters
  Score: Raw -5136076.542223 + Penalty 5169.451548 = -5130907.090675
  nChanged 4
		SP:Iteration 29Q (8085.180000 sec): 3 clusters
  Score: Raw -5136078.693033 + Penalty 5169.451548 = -5130909.241486
  nChanged 4
		SP:Iteration 30Q (8085.260000 sec): 3 clusters
  Score: Raw -5136082.238361 + Penalty 5169.451548 = -5130912.786813
  nChanged 5
		SP:Iteration 31Q (8085.350000 sec): 3 clusters
  Score: Raw -5136085.385361 + Penalty 5169.451548 = -5130915.933814
  nChanged 3
		SP:Iteration 32Q (8085.430000 sec): 3 clusters
  Score: Raw -5136086.856557 + Penalty 5169.451548 = -5130917.405009
  nChanged 1
		SP:Iteration 33Q (8085.510000 sec): 3 clusters
  Score: Raw -5136087.115430 + Penalty 5169.451548 = -5130917.663883
  nChanged 1
		SP:Iteration 34Q (8085.600000 sec): 3 clusters
  Score: Raw -5136087.494308 + Penalty 5169.451548 = -5130918.042761
  nChanged 0
		SP:Iteration 35F (8085.710000 sec): 3 clusters
  Score: Raw -5136087.494308 + Penalty 5169.451548 = -5130918.042761
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.730000 sec): 2 clusters
  Score: Raw -141600.058951 + Penalty 1732.439171 = -139867.619780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.740000 sec): 3 clusters
  Score: Raw -141385.178478 + Penalty 3464.878342 = -137920.300136
  nChanged 282
		SP:Iteration 1F (8085.740000 sec): 3 clusters
  Score: Raw -141768.243366 + Penalty 3464.878342 = -138303.365025
  nChanged 80
		SP:Iteration 2F (8085.750000 sec): 3 clusters
  Score: Raw -141888.841639 + Penalty 3464.878342 = -138423.963297
  nChanged 47
		SP:Iteration 3Q (8085.750000 sec): 3 clusters
  Score: Raw -141969.650310 + Penalty 3464.878342 = -138504.771969
  nChanged 40
		SP:Iteration 4Q (8085.750000 sec): 3 clusters
  Score: Raw -142048.354617 + Penalty 3464.878342 = -138583.476276
  nChanged 37
		SP:Iteration 5Q (8085.750000 sec): 3 clusters
  Score: Raw -142109.333427 + Penalty 3464.878342 = -138644.455085
  nChanged 23
		SP:Iteration 6Q (8085.760000 sec): 3 clusters
  Score: Raw -142139.742818 + Penalty 3464.878342 = -138674.864476
  nChanged 21
		SP:Iteration 7Q (8085.760000 sec): 3 clusters
  Score: Raw -142168.240576 + Penalty 3464.878342 = -138703.362234
  nChanged 7
		SP:Iteration 8Q (8085.770000 sec): 3 clusters
  Score: Raw -142174.636624 + Penalty 3464.878342 = -138709.758283
  nChanged 5
		SP:Iteration 9Q (8085.770000 sec): 3 clusters
  Score: Raw -142178.602836 + Penalty 3464.878342 = -138713.724494
  nChanged 0
		SP:Iteration 10F (8085.770000 sec): 3 clusters
  Score: Raw -142178.602836 + Penalty 3464.878342 = -138713.724494
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.770000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.780000 sec): 3 clusters
  Score: Raw -31545.514794 + Penalty 2705.839273 = -28839.675521
  nChanged 28
		SP:Iteration 1F (8085.780000 sec): 3 clusters
  Score: Raw -31687.447700 + Penalty 2705.839273 = -28981.608427
  nChanged 17
		SP:Iteration 2F (8085.780000 sec): 3 clusters
  Score: Raw -31761.235262 + Penalty 2705.839273 = -29055.395989
  nChanged 9
		SP:Iteration 3Q (8085.780000 sec): 3 clusters
  Score: Raw -31826.304856 + Penalty 2705.839273 = -29120.465583
  nChanged 3
		SP:Iteration 4Q (8085.780000 sec): 3 clusters
  Score: Raw -31840.612252 + Penalty 2705.839273 = -29134.772979
  nChanged 4
		SP:Iteration 5Q (8085.780000 sec): 3 clusters
  Score: Raw -31867.899881 + Penalty 2705.839273 = -29162.060607
  nChanged 1
		SP:Iteration 6Q (8085.780000 sec): 3 clusters
  Score: Raw -31884.021299 + Penalty 2705.839273 = -29178.182026
  nChanged 1
		SP:Iteration 7Q (8085.780000 sec): 3 clusters
  Score: Raw -31886.522241 + Penalty 2705.839273 = -29180.682967
  nChanged 0
		SP:Iteration 8F (8085.780000 sec): 3 clusters
  Score: Raw -31886.522241 + Penalty 2705.839273 = -29180.682967
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.790000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.790000 sec): 3 clusters
  Score: Raw -77809.770982 + Penalty 3172.049753 = -74637.721230
  nChanged 119
		SP:Iteration 1F (8085.790000 sec): 3 clusters
  Score: Raw -77996.707449 + Penalty 3172.049753 = -74824.657696
  nChanged 35
		SP:Iteration 2F (8085.790000 sec): 3 clusters
  Score: Raw -78066.909061 + Penalty 3172.049753 = -74894.859308
  nChanged 12
		SP:Iteration 3Q (8085.790000 sec): 3 clusters
  Score: Raw -78094.562015 + Penalty 3172.049753 = -74922.512263
  nChanged 9
		SP:Iteration 4Q (8085.800000 sec): 3 clusters
  Score: Raw -78110.617995 + Penalty 3172.049753 = -74938.568242
  nChanged 4
		SP:Iteration 5Q (8085.800000 sec): 3 clusters
  Score: Raw -78117.183245 + Penalty 3172.049753 = -74945.133493
  nChanged 3
		SP:Iteration 6Q (8085.800000 sec): 3 clusters
  Score: Raw -78121.549257 + Penalty 3172.049753 = -74949.499504
  nChanged 3
		SP:Iteration 7Q (8085.800000 sec): 3 clusters
  Score: Raw -78125.481570 + Penalty 3172.049753 = -74953.431818
  nChanged 3
		SP:Iteration 8Q (8085.800000 sec): 3 clusters
  Score: Raw -78130.094890 + Penalty 3172.049753 = -74958.045137
  nChanged 3
		SP:Iteration 9Q (8085.810000 sec): 3 clusters
  Score: Raw -78137.950386 + Penalty 3172.049753 = -74965.900633
  nChanged 3
		SP:Iteration 10Q (8085.810000 sec): 3 clusters
  Score: Raw -78141.934646 + Penalty 3172.049753 = -74969.884893
  nChanged 2
		SP:Iteration 11Q (8085.810000 sec): 3 clusters
  Score: Raw -78144.547568 + Penalty 3172.049753 = -74972.497815
  nChanged 1
		SP:Iteration 12Q (8085.810000 sec): 3 clusters
  Score: Raw -78146.633796 + Penalty 3172.049753 = -74974.584044
  nChanged 0
		SP:Iteration 13F (8085.810000 sec): 3 clusters
  Score: Raw -78146.633796 + Penalty 3172.049753 = -74974.584044
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.820000 sec): 2 clusters
  Score: Raw -24575.550785 + Penalty 1363.297720 = -23212.253065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.820000 sec): 3 clusters
  Score: Raw -24848.801975 + Penalty 2726.595440 = -22122.206535
  nChanged 42
		SP:Iteration 1F (8085.820000 sec): 3 clusters
  Score: Raw -25069.079967 + Penalty 2726.595440 = -22342.484528
  nChanged 14
		SP:Iteration 2F (8085.820000 sec): 3 clusters
  Score: Raw -25349.344036 + Penalty 2726.595440 = -22622.748597
  nChanged 10
		SP:Iteration 3Q (8085.820000 sec): 3 clusters
  Score: Raw -25431.668373 + Penalty 2726.595440 = -22705.072934
  nChanged 5
		SP:Iteration 4Q (8085.820000 sec): 3 clusters
  Score: Raw -25509.838116 + Penalty 2726.595440 = -22783.242676
  nChanged 2
		SP:Iteration 5Q (8085.820000 sec): 3 clusters
  Score: Raw -25595.067269 + Penalty 2726.595440 = -22868.471829
  nChanged 2
		SP:Iteration 6Q (8085.820000 sec): 3 clusters
  Score: Raw -25753.294347 + Penalty 2726.595440 = -23026.698907
  nChanged 2
		SP:Iteration 7Q (8085.820000 sec): 3 clusters
  Score: Raw -25808.447023 + Penalty 2726.595440 = -23081.851583
  nChanged 0
		SP:Iteration 8F (8085.820000 sec): 3 clusters
  Score: Raw -25808.447023 + Penalty 2726.595440 = -23081.851583
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.830000 sec): 2 clusters
  Score: Raw -33339.247056 + Penalty 1391.149005 = -31948.098051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.830000 sec): 3 clusters
  Score: Raw -33527.670656 + Penalty 2782.298010 = -30745.372645
  nChanged 36
		SP:Iteration 1F (8085.830000 sec): 3 clusters
  Score: Raw -33709.041898 + Penalty 2782.298010 = -30926.743887
  nChanged 23
		SP:Iteration 2F (8085.830000 sec): 3 clusters
  Score: Raw -33852.612059 + Penalty 2782.298010 = -31070.314048
  nChanged 15
		SP:Iteration 3F (8085.830000 sec): 3 clusters
  Score: Raw -34018.276719 + Penalty 2782.298010 = -31235.978709
  nChanged 16
		SP:Iteration 4F (8085.830000 sec): 3 clusters
  Score: Raw -34231.265387 + Penalty 2782.298010 = -31448.967377
  nChanged 8
		SP:Iteration 5Q (8085.830000 sec): 3 clusters
  Score: Raw -34383.450113 + Penalty 2782.298010 = -31601.152103
  nChanged 7
		SP:Iteration 6Q (8085.830000 sec): 3 clusters
  Score: Raw -34468.507099 + Penalty 2782.298010 = -31686.209088
  nChanged 1
		SP:Iteration 7Q (8085.830000 sec): 3 clusters
  Score: Raw -34505.728688 + Penalty 2782.298010 = -31723.430677
  nChanged 1
		SP:Iteration 8Q (8085.830000 sec): 3 clusters
  Score: Raw -34510.156521 + Penalty 2782.298010 = -31727.858510
  nChanged 1
		SP:Iteration 9Q (8085.830000 sec): 3 clusters
  Score: Raw -34514.758625 + Penalty 2782.298010 = -31732.460615
  nChanged 1
		SP:Iteration 10Q (8085.830000 sec): 3 clusters
  Score: Raw -34523.533123 + Penalty 2782.298010 = -31741.235113
  nChanged 0
		SP:Iteration 11F (8085.840000 sec): 3 clusters
  Score: Raw -34523.533123 + Penalty 2782.298010 = -31741.235113
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.840000 sec): 2 clusters
  Score: Raw -29618.592547 + Penalty 1336.489789 = -28282.102758
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.840000 sec): 3 clusters
  Score: Raw -29823.273034 + Penalty 2672.979578 = -27150.293456
  nChanged 13
		SP:Iteration 1F (8085.840000 sec): 3 clusters
  Score: Raw -29882.613540 + Penalty 2672.979578 = -27209.633962
  nChanged 4
		SP:Iteration 2Q (8085.840000 sec): 3 clusters
  Score: Raw -29902.623952 + Penalty 2672.979578 = -27229.644374
  nChanged 0
		SP:Iteration 3F (8085.840000 sec): 3 clusters
  Score: Raw -29902.623952 + Penalty 2672.979578 = -27229.644374
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.850000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.850000 sec): 3 clusters
  Score: Raw -55046.823097 + Penalty 2975.472535 = -52071.350562
  nChanged 64
		SP:Iteration 1F (8085.850000 sec): 3 clusters
  Score: Raw -55205.660609 + Penalty 2975.472535 = -52230.188075
  nChanged 15
		SP:Iteration 2Q (8085.850000 sec): 3 clusters
  Score: Raw -55242.235474 + Penalty 2975.472535 = -52266.762940
  nChanged 3
		SP:Iteration 3Q (8085.850000 sec): 3 clusters
  Score: Raw -55251.740778 + Penalty 2975.472535 = -52276.268244
  nChanged 5
		SP:Iteration 4Q (8085.850000 sec): 3 clusters
  Score: Raw -55262.242797 + Penalty 2975.472535 = -52286.770262
  nChanged 3
		SP:Iteration 5Q (8085.850000 sec): 3 clusters
  Score: Raw -55269.674706 + Penalty 2975.472535 = -52294.202171
  nChanged 1
		SP:Iteration 6Q (8085.850000 sec): 3 clusters
  Score: Raw -55274.225249 + Penalty 2975.472535 = -52298.752714
  nChanged 3
		SP:Iteration 7Q (8085.860000 sec): 3 clusters
  Score: Raw -55283.499066 + Penalty 2975.472535 = -52308.026531
  nChanged 3
		SP:Iteration 8Q (8085.860000 sec): 3 clusters
  Score: Raw -55293.965630 + Penalty 2975.472535 = -52318.493095
  nChanged 2
		SP:Iteration 9Q (8085.860000 sec): 3 clusters
  Score: Raw -55300.313395 + Penalty 2975.472535 = -52324.840860
  nChanged 2
		SP:Iteration 10Q (8085.860000 sec): 3 clusters
  Score: Raw -55305.769867 + Penalty 2975.472535 = -52330.297333
  nChanged 0
		SP:Iteration 11F (8085.860000 sec): 3 clusters
  Score: Raw -55305.769867 + Penalty 2975.472535 = -52330.297333
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.870000 sec): 2 clusters
  Score: Raw -17548.260455 + Penalty 1308.972435 = -16239.288020
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.870000 sec): 3 clusters
  Score: Raw -18184.250656 + Penalty 2617.944871 = -15566.305785
  nChanged 42
		SP:Iteration 1F (8085.870000 sec): 3 clusters
  Score: Raw -18475.088349 + Penalty 2617.944871 = -15857.143478
  nChanged 14
		SP:Iteration 2F (8085.870000 sec): 3 clusters
  Score: Raw -18664.424049 + Penalty 2617.944871 = -16046.479178
  nChanged 7
		SP:Iteration 3Q (8085.870000 sec): 3 clusters
  Score: Raw -18822.934314 + Penalty 2617.944871 = -16204.989443
  nChanged 1
		SP:Iteration 4Q (8085.870000 sec): 3 clusters
  Score: Raw -18837.933889 + Penalty 2617.944871 = -16219.989018
  nChanged 0
		SP:Iteration 5F (8085.870000 sec): 3 clusters
  Score: Raw -18837.933889 + Penalty 2617.944871 = -16219.989018
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.870000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.870000 sec): 3 clusters
  Score: Raw -29470.025829 + Penalty 2686.385799 = -26783.640029
  nChanged 15
		SP:Iteration 1F (8085.870000 sec): 3 clusters
  Score: Raw -29541.581164 + Penalty 2686.385799 = -26855.195364
  nChanged 4
		SP:Iteration 2Q (8085.870000 sec): 3 clusters
  Score: Raw -29556.769204 + Penalty 2686.385799 = -26870.383404
  nChanged 4
		SP:Iteration 3Q (8085.870000 sec): 3 clusters
  Score: Raw -29568.567520 + Penalty 2686.385799 = -26882.181720
  nChanged 0
		SP:Iteration 4F (8085.870000 sec): 3 clusters
  Score: Raw -29568.567520 + Penalty 2686.385799 = -26882.181720
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.880000 sec): 2 clusters
  Score: Raw -46074.767155 + Penalty 1447.033063 = -44627.734092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.880000 sec): 3 clusters
  Score: Raw -46205.557942 + Penalty 2894.066126 = -43311.491817
  nChanged 69
		SP:Iteration 1F (8085.880000 sec): 3 clusters
  Score: Raw -46395.299169 + Penalty 2894.066126 = -43501.233043
  nChanged 12
		SP:Iteration 2Q (8085.880000 sec): 3 clusters
  Score: Raw -46436.661879 + Penalty 2894.066126 = -43542.595754
  nChanged 9
		SP:Iteration 3Q (8085.880000 sec): 3 clusters
  Score: Raw -46459.423704 + Penalty 2894.066126 = -43565.357579
  nChanged 6
		SP:Iteration 4Q (8085.890000 sec): 3 clusters
  Score: Raw -46490.830719 + Penalty 2894.066126 = -43596.764593
  nChanged 4
		SP:Iteration 5Q (8085.890000 sec): 3 clusters
  Score: Raw -46498.822737 + Penalty 2894.066126 = -43604.756612
  nChanged 2
		SP:Iteration 6Q (8085.890000 sec): 3 clusters
  Score: Raw -46504.911569 + Penalty 2894.066126 = -43610.845444
  nChanged 2
		SP:Iteration 7Q (8085.890000 sec): 3 clusters
  Score: Raw -46516.412173 + Penalty 2894.066126 = -43622.346048
  nChanged 2
		SP:Iteration 8Q (8085.890000 sec): 3 clusters
  Score: Raw -46523.881280 + Penalty 2894.066126 = -43629.815154
  nChanged 0
		SP:Iteration 9F (8085.890000 sec): 3 clusters
  Score: Raw -46523.881280 + Penalty 2894.066126 = -43629.815154
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.890000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.890000 sec): 3 clusters
  Score: Raw -55269.105302 + Penalty 3005.325105 = -52263.780197
  nChanged 67
		SP:Iteration 1F (8085.890000 sec): 3 clusters
  Score: Raw -55504.586716 + Penalty 3005.325105 = -52499.261611
  nChanged 23
		SP:Iteration 2F (8085.900000 sec): 3 clusters
  Score: Raw -55628.501727 + Penalty 3005.325105 = -52623.176622
  nChanged 13
		SP:Iteration 3Q (8085.900000 sec): 3 clusters
  Score: Raw -55672.641525 + Penalty 3005.325105 = -52667.316420
  nChanged 5
		SP:Iteration 4Q (8085.900000 sec): 3 clusters
  Score: Raw -55685.928756 + Penalty 3005.325105 = -52680.603651
  nChanged 3
		SP:Iteration 5Q (8085.900000 sec): 3 clusters
  Score: Raw -55693.647469 + Penalty 3005.325105 = -52688.322364
  nChanged 2
		SP:Iteration 6Q (8085.900000 sec): 3 clusters
  Score: Raw -55700.289739 + Penalty 3005.325105 = -52694.964634
  nChanged 2
		SP:Iteration 7Q (8085.910000 sec): 3 clusters
  Score: Raw -55707.839127 + Penalty 3005.325105 = -52702.514022
  nChanged 2
		SP:Iteration 8Q (8085.910000 sec): 3 clusters
  Score: Raw -55713.270319 + Penalty 3005.325105 = -52707.945214
  nChanged 1
		SP:Iteration 9Q (8085.910000 sec): 3 clusters
  Score: Raw -55714.176933 + Penalty 3005.325105 = -52708.851828
  nChanged 0
		SP:Iteration 10F (8085.910000 sec): 3 clusters
  Score: Raw -55714.176933 + Penalty 3005.325105 = -52708.851828
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 38 (242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.910000 sec): 2 clusters
  Score: Raw -24854.945070 + Penalty 1361.256556 = -23493.688514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.910000 sec): 3 clusters
  Score: Raw -25808.661083 + Penalty 2722.513112 = -23086.147970
  nChanged 72
		SP:Iteration 1F (8085.910000 sec): 3 clusters
  Score: Raw -26246.400244 + Penalty 2722.513112 = -23523.887132
  nChanged 11
		SP:Iteration 2Q (8085.910000 sec): 3 clusters
  Score: Raw -26364.437196 + Penalty 2722.513112 = -23641.924084
  nChanged 3
		SP:Iteration 3Q (8085.910000 sec): 3 clusters
  Score: Raw -26401.969612 + Penalty 2722.513112 = -23679.456500
  nChanged 1
		SP:Iteration 4Q (8085.910000 sec): 3 clusters
  Score: Raw -26412.198843 + Penalty 2722.513112 = -23689.685730
  nChanged 0
		SP:Iteration 5F (8085.910000 sec): 3 clusters
  Score: Raw -26412.198843 + Penalty 2722.513112 = -23689.685730
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 42.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 39 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.920000 sec): 2 clusters
  Score: Raw -22896.629861 + Penalty 1287.853299 = -21608.776562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.920000 sec): 3 clusters
  Score: Raw -23177.345993 + Penalty 2575.706598 = -20601.639395
  nChanged 17
		SP:Iteration 1F (8085.920000 sec): 3 clusters
  Score: Raw -23270.387323 + Penalty 2575.706598 = -20694.680724
  nChanged 5
		SP:Iteration 2Q (8085.920000 sec): 3 clusters
  Score: Raw -23312.660267 + Penalty 2575.706598 = -20736.953669
  nChanged 3
		SP:Iteration 3Q (8085.920000 sec): 3 clusters
  Score: Raw -23324.762173 + Penalty 2575.706598 = -20749.055575
  nChanged 1
		SP:Iteration 4Q (8085.920000 sec): 3 clusters
  Score: Raw -23327.758350 + Penalty 2575.706598 = -20752.051752
  nChanged 0
		SP:Iteration 5F (8085.930000 sec): 3 clusters
  Score: Raw -23327.758350 + Penalty 2575.706598 = -20752.051752
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.930000 sec): 2 clusters
  Score: Raw -68690.960353 + Penalty 1547.104507 = -67143.855846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.930000 sec): 3 clusters
  Score: Raw -68719.424150 + Penalty 3094.209014 = -65625.215136
  nChanged 99
		SP:Iteration 1F (8085.930000 sec): 3 clusters
  Score: Raw -68906.028226 + Penalty 3094.209014 = -65811.819212
  nChanged 22
		SP:Iteration 2Q (8085.930000 sec): 3 clusters
  Score: Raw -68976.066819 + Penalty 3094.209014 = -65881.857805
  nChanged 11
		SP:Iteration 3Q (8085.930000 sec): 3 clusters
  Score: Raw -69006.563029 + Penalty 3094.209014 = -65912.354015
  nChanged 8
		SP:Iteration 4Q (8085.940000 sec): 3 clusters
  Score: Raw -69022.089747 + Penalty 3094.209014 = -65927.880733
  nChanged 5
		SP:Iteration 5Q (8085.940000 sec): 3 clusters
  Score: Raw -69033.468680 + Penalty 3094.209014 = -65939.259666
  nChanged 5
		SP:Iteration 6Q (8085.940000 sec): 3 clusters
  Score: Raw -69041.633995 + Penalty 3094.209014 = -65947.424981
  nChanged 4
		SP:Iteration 7Q (8085.940000 sec): 3 clusters
  Score: Raw -69047.023374 + Penalty 3094.209014 = -65952.814360
  nChanged 2
		SP:Iteration 8Q (8085.940000 sec): 3 clusters
  Score: Raw -69052.479550 + Penalty 3094.209014 = -65958.270536
  nChanged 2
		SP:Iteration 9Q (8085.940000 sec): 3 clusters
  Score: Raw -69055.630175 + Penalty 3094.209014 = -65961.421161
  nChanged 1
		SP:Iteration 10Q (8085.940000 sec): 3 clusters
  Score: Raw -69059.909557 + Penalty 3094.209014 = -65965.700543
  nChanged 0
		SP:Iteration 11F (8085.950000 sec): 3 clusters
  Score: Raw -69059.909557 + Penalty 3094.209014 = -65965.700543
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (199 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.950000 sec): 2 clusters
  Score: Raw -16120.972557 + Penalty 1312.739597 = -14808.232960
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.950000 sec): 3 clusters
  Score: Raw -16576.979248 + Penalty 2625.479193 = -13951.500054
  nChanged 39
		SP:Iteration 1F (8085.950000 sec): 3 clusters
  Score: Raw -16893.707112 + Penalty 2625.479193 = -14268.227919
  nChanged 10
		SP:Iteration 2F (8085.950000 sec): 3 clusters
  Score: Raw -16955.060790 + Penalty 2625.479193 = -14329.581597
  nChanged 1
		SP:Iteration 3Q (8085.950000 sec): 3 clusters
  Score: Raw -16959.064965 + Penalty 2625.479193 = -14333.585772
  nChanged 1
		SP:Iteration 4Q (8085.950000 sec): 3 clusters
  Score: Raw -16960.745943 + Penalty 2625.479193 = -14335.266750
  nChanged 0
		SP:Iteration 5F (8085.950000 sec): 3 clusters
  Score: Raw -16960.745943 + Penalty 2625.479193 = -14335.266750
  nChanged 0
Deleting Class 38 (45 points): Lose 2210.725352 but Gain 3374.686117
Iteration 299Q (8094.830000 sec): 42 clusters
  Score: Raw -117674503.803525 + Penalty 138362.130809 = -117536141.672716
  nChanged 63
Iteration 300F (8135.980000 sec): 42 clusters
  Score: Raw -117675489.506304 + Penalty 138362.130809 = -117537127.375495
  nChanged 53
Iteration 301Q (8144.760000 sec): 42 clusters
  Score: Raw -117676277.420979 + Penalty 138362.130809 = -117537915.290170
  nChanged 23
Iteration 302Q (8153.550000 sec): 42 clusters
  Score: Raw -117676365.222097 + Penalty 138362.130809 = -117538003.091288
  nChanged 16
Iteration 303Q (8162.330000 sec): 42 clusters
  Score: Raw -117676503.210541 + Penalty 138362.130809 = -117538141.079732
  nChanged 15
Iteration 304Q (8171.180000 sec): 42 clusters
  Score: Raw -117676856.550826 + Penalty 138362.130809 = -117538494.420016
  nChanged 11
Iteration 305Q (8180.050000 sec): 42 clusters
  Score: Raw -117676880.050025 + Penalty 138362.130809 = -117538517.919216
  nChanged 10
Iteration 306Q (8188.980000 sec): 42 clusters
  Score: Raw -117676880.149573 + Penalty 138362.130809 = -117538518.018764
  nChanged 9
Iteration 307Q (8197.890000 sec): 42 clusters
  Score: Raw -117676880.294483 + Penalty 138362.130809 = -117538518.163673
  nChanged 7
Iteration 308Q (8206.830000 sec): 42 clusters
  Score: Raw -117676880.395627 + Penalty 138362.130809 = -117538518.264818
  nChanged 8
Iteration 309Q (8215.760000 sec): 42 clusters
  Score: Raw -117676880.547469 + Penalty 138362.130809 = -117538518.416660
  nChanged 6
Iteration 310Q (8224.690000 sec): 42 clusters
  Score: Raw -117676880.643961 + Penalty 138362.130809 = -117538518.513152
  nChanged 7
Iteration 311Q (8233.610000 sec): 42 clusters
  Score: Raw -117676880.770957 + Penalty 138362.130809 = -117538518.640148
  nChanged 8
Iteration 312Q (8242.520000 sec): 42 clusters
  Score: Raw -117676880.847235 + Penalty 138362.130809 = -117538518.716426
  nChanged 5
Iteration 313Q (8251.390000 sec): 42 clusters
  Score: Raw -117676880.903637 + Penalty 138362.130809 = -117538518.772828
  nChanged 5
Iteration 314Q (8260.230000 sec): 42 clusters
  Score: Raw -117676880.949994 + Penalty 138362.130809 = -117538518.819185
  nChanged 3
Iteration 315Q (8269.130000 sec): 42 clusters
  Score: Raw -117676881.018926 + Penalty 138362.130809 = -117538518.888116
  nChanged 3
Iteration 316Q (8278.030000 sec): 42 clusters
  Score: Raw -117676881.050322 + Penalty 138362.130809 = -117538518.919512
  nChanged 4
Iteration 317Q (8286.930000 sec): 42 clusters
  Score: Raw -117676881.165092 + Penalty 138362.130809 = -117538519.034283
  nChanged 7
Iteration 318Q (8295.830000 sec): 42 clusters
  Score: Raw -117676881.297373 + Penalty 138362.130809 = -117538519.166563
  nChanged 6
Iteration 319Q (8304.730000 sec): 42 clusters
  Score: Raw -117676881.436379 + Penalty 138362.130809 = -117538519.305569
  nChanged 9
Iteration 320F (8346.060000 sec): 42 clusters
  Score: Raw -117677008.266901 + Penalty 138362.130809 = -117538646.136091
  nChanged 18
Iteration 321Q (8354.960000 sec): 42 clusters
  Score: Raw -117677174.756263 + Penalty 138362.130809 = -117538812.625453
  nChanged 10
Iteration 322Q (8363.860000 sec): 42 clusters
  Score: Raw -117677231.980774 + Penalty 138362.130809 = -117538869.849965
  nChanged 13
Iteration 323Q (8372.770000 sec): 42 clusters
  Score: Raw -117677280.197930 + Penalty 138362.130809 = -117538918.067120
  nChanged 16
Iteration 324Q (8381.530000 sec): 42 clusters
  Score: Raw -117677287.666872 + Penalty 138362.130809 = -117538925.536063
  nChanged 18
Iteration 325Q (8390.300000 sec): 42 clusters
  Score: Raw -117677288.039297 + Penalty 138362.130809 = -117538925.908488
  nChanged 16
Iteration 326Q (8399.060000 sec): 42 clusters
  Score: Raw -117677288.343193 + Penalty 138362.130809 = -117538926.212383
  nChanged 13
Iteration 327Q (8407.960000 sec): 42 clusters
  Score: Raw -117677288.537879 + Penalty 138362.130809 = -117538926.407070
  nChanged 13
Iteration 328Q (8416.870000 sec): 42 clusters
  Score: Raw -117677288.674743 + Penalty 138362.130809 = -117538926.543933
  nChanged 4
Iteration 329Q (8425.740000 sec): 42 clusters
  Score: Raw -117677288.740136 + Penalty 138362.130809 = -117538926.609327
  nChanged 4
Iteration 330Q (8434.630000 sec): 42 clusters
  Score: Raw -117677288.781520 + Penalty 138362.130809 = -117538926.650711
  nChanged 4
Iteration 331Q (8443.540000 sec): 42 clusters
  Score: Raw -117677288.819532 + Penalty 138362.130809 = -117538926.688723
  nChanged 2
Iteration 332Q (8452.450000 sec): 42 clusters
  Score: Raw -117677288.830301 + Penalty 138362.130809 = -117538926.699492
  nChanged 1
Iteration 333Q (8461.350000 sec): 42 clusters
  Score: Raw -117677288.845431 + Penalty 138362.130809 = -117538926.714621
  nChanged 0
Iteration 334F (8502.920000 sec): 42 clusters
  Score: Raw -117677310.571852 + Penalty 138362.130809 = -117538948.441043
  nChanged 2
Iteration 335Q (8511.830000 sec): 42 clusters
  Score: Raw -117677339.408091 + Penalty 138362.130809 = -117538977.277282
  nChanged 1
Iteration 336Q (8520.760000 sec): 42 clusters
  Score: Raw -117677360.731460 + Penalty 138362.130809 = -117538998.600651
  nChanged 0
Iteration 337F (8561.890000 sec): 42 clusters
  Score: Raw -117677390.306012 + Penalty 138362.130809 = -117539028.175203
  nChanged 1
Iteration 338Q (8570.770000 sec): 42 clusters
  Score: Raw -117677402.597731 + Penalty 138362.130809 = -117539040.466922
  nChanged 0
Writing temp clu file 
Because OldScore, -117539028.175203, is greater than current (better) Score,-117539040.466922 
 Compute initial score before splitting:   Score: Raw -117677402.597731 + Penalty 138362.130809 = -117539040.466922
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8570.930000 sec): 2 clusters
  Score: Raw -1048183.648990 + Penalty 2200.863096 = -1045982.785895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8570.960000 sec): 3 clusters
  Score: Raw -1044431.731057 + Penalty 4401.726192 = -1040030.004865
  nChanged 2867
		SP:Iteration 1F (8570.990000 sec): 3 clusters
  Score: Raw -1045901.178262 + Penalty 4401.726192 = -1041499.452070
  nChanged 532
		SP:Iteration 2F (8571.010000 sec): 3 clusters
  Score: Raw -1046168.338734 + Penalty 4401.726192 = -1041766.612542
  nChanged 370
		SP:Iteration 3F (8571.040000 sec): 3 clusters
  Score: Raw -1046331.406856 + Penalty 4401.726192 = -1041929.680664
  nChanged 271
		SP:Iteration 4Q (8571.060000 sec): 3 clusters
  Score: Raw -1046444.101567 + Penalty 4401.726192 = -1042042.375376
  nChanged 232
		SP:Iteration 5Q (8571.090000 sec): 3 clusters
  Score: Raw -1046538.625493 + Penalty 4401.726192 = -1042136.899301
  nChanged 178
		SP:Iteration 6Q (8571.110000 sec): 3 clusters
  Score: Raw -1046601.399918 + Penalty 4401.726192 = -1042199.673726
  nChanged 151
		SP:Iteration 7Q (8571.140000 sec): 3 clusters
  Score: Raw -1046654.008813 + Penalty 4401.726192 = -1042252.282621
  nChanged 126
		SP:Iteration 8Q (8571.170000 sec): 3 clusters
  Score: Raw -1046697.422545 + Penalty 4401.726192 = -1042295.696353
  nChanged 129
		SP:Iteration 9Q (8571.190000 sec): 3 clusters
  Score: Raw -1046742.107163 + Penalty 4401.726192 = -1042340.380971
  nChanged 112
		SP:Iteration 10Q (8571.220000 sec): 3 clusters
  Score: Raw -1046780.359132 + Penalty 4401.726192 = -1042378.632940
  nChanged 118
		SP:Iteration 11Q (8571.240000 sec): 3 clusters
  Score: Raw -1046822.178287 + Penalty 4401.726192 = -1042420.452096
  nChanged 128
		SP:Iteration 12Q (8571.270000 sec): 3 clusters
  Score: Raw -1046866.972658 + Penalty 4401.726192 = -1042465.246467
  nChanged 136
		SP:Iteration 13Q (8571.290000 sec): 3 clusters
  Score: Raw -1046916.283960 + Penalty 4401.726192 = -1042514.557768
  nChanged 146
		SP:Iteration 14Q (8571.320000 sec): 3 clusters
  Score: Raw -1046979.751332 + Penalty 4401.726192 = -1042578.025140
  nChanged 166
		SP:Iteration 15Q (8571.350000 sec): 3 clusters
  Score: Raw -1047056.142941 + Penalty 4401.726192 = -1042654.416750
  nChanged 168
		SP:Iteration 16Q (8571.370000 sec): 3 clusters
  Score: Raw -1047131.535821 + Penalty 4401.726192 = -1042729.809629
  nChanged 178
		SP:Iteration 17Q (8571.400000 sec): 3 clusters
  Score: Raw -1047204.948593 + Penalty 4401.726192 = -1042803.222402
  nChanged 157
		SP:Iteration 18Q (8571.430000 sec): 3 clusters
  Score: Raw -1047272.846932 + Penalty 4401.726192 = -1042871.120741
  nChanged 181
		SP:Iteration 19Q (8571.450000 sec): 3 clusters
  Score: Raw -1047356.392063 + Penalty 4401.726192 = -1042954.665871
  nChanged 180
		SP:Iteration 20F (8571.480000 sec): 3 clusters
  Score: Raw -1047444.630447 + Penalty 4401.726192 = -1043042.904255
  nChanged 177
		SP:Iteration 21Q (8571.500000 sec): 3 clusters
  Score: Raw -1047541.731634 + Penalty 4401.726192 = -1043140.005442
  nChanged 203
		SP:Iteration 22Q (8571.530000 sec): 3 clusters
  Score: Raw -1047654.511753 + Penalty 4401.726192 = -1043252.785561
  nChanged 180
		SP:Iteration 23Q (8571.550000 sec): 3 clusters
  Score: Raw -1047746.520739 + Penalty 4401.726192 = -1043344.794547
  nChanged 159
		SP:Iteration 24Q (8571.580000 sec): 3 clusters
  Score: Raw -1047823.554719 + Penalty 4401.726192 = -1043421.828527
  nChanged 133
		SP:Iteration 25Q (8571.610000 sec): 3 clusters
  Score: Raw -1047886.293779 + Penalty 4401.726192 = -1043484.567587
  nChanged 107
		SP:Iteration 26Q (8571.630000 sec): 3 clusters
  Score: Raw -1047934.806456 + Penalty 4401.726192 = -1043533.080265
  nChanged 94
		SP:Iteration 27Q (8571.660000 sec): 3 clusters
  Score: Raw -1047977.763381 + Penalty 4401.726192 = -1043576.037189
  nChanged 78
		SP:Iteration 28Q (8571.690000 sec): 3 clusters
  Score: Raw -1048011.055905 + Penalty 4401.726192 = -1043609.329713
  nChanged 76
		SP:Iteration 29Q (8571.710000 sec): 3 clusters
  Score: Raw -1048046.093998 + Penalty 4401.726192 = -1043644.367806
  nChanged 59
		SP:Iteration 30Q (8571.730000 sec): 3 clusters
  Score: Raw -1048076.215744 + Penalty 4401.726192 = -1043674.489553
  nChanged 57
		SP:Iteration 31Q (8571.760000 sec): 3 clusters
  Score: Raw -1048106.115473 + Penalty 4401.726192 = -1043704.389281
  nChanged 60
		SP:Iteration 32Q (8571.800000 sec): 3 clusters
  Score: Raw -1048142.786944 + Penalty 4401.726192 = -1043741.060752
  nChanged 62
		SP:Iteration 33Q (8571.830000 sec): 3 clusters
  Score: Raw -1048174.103547 + Penalty 4401.726192 = -1043772.377355
  nChanged 61
		SP:Iteration 34Q (8571.850000 sec): 3 clusters
  Score: Raw -1048203.826423 + Penalty 4401.726192 = -1043802.100231
  nChanged 44
		SP:Iteration 35Q (8571.870000 sec): 3 clusters
  Score: Raw -1048227.961706 + Penalty 4401.726192 = -1043826.235515
  nChanged 40
		SP:Iteration 36Q (8571.900000 sec): 3 clusters
  Score: Raw -1048244.815251 + Penalty 4401.726192 = -1043843.089059
  nChanged 25
		SP:Iteration 37Q (8571.920000 sec): 3 clusters
  Score: Raw -1048257.596238 + Penalty 4401.726192 = -1043855.870046
  nChanged 29
		SP:Iteration 38Q (8571.950000 sec): 3 clusters
  Score: Raw -1048271.984282 + Penalty 4401.726192 = -1043870.258090
  nChanged 18
		SP:Iteration 39Q (8571.970000 sec): 3 clusters
  Score: Raw -1048281.793630 + Penalty 4401.726192 = -1043880.067438
  nChanged 19
		SP:Iteration 40F (8572.000000 sec): 3 clusters
  Score: Raw -1048293.719182 + Penalty 4401.726192 = -1043891.992990
  nChanged 24
		SP:Iteration 41Q (8572.020000 sec): 3 clusters
  Score: Raw -1048309.417334 + Penalty 4401.726192 = -1043907.691142
  nChanged 17
		SP:Iteration 42Q (8572.050000 sec): 3 clusters
  Score: Raw -1048319.874824 + Penalty 4401.726192 = -1043918.148633
  nChanged 12
		SP:Iteration 43Q (8572.070000 sec): 3 clusters
  Score: Raw -1048326.667028 + Penalty 4401.726192 = -1043924.940836
  nChanged 14
		SP:Iteration 44Q (8572.090000 sec): 3 clusters
  Score: Raw -1048336.005817 + Penalty 4401.726192 = -1043934.279626
  nChanged 13
		SP:Iteration 45Q (8572.120000 sec): 3 clusters
  Score: Raw -1048343.787698 + Penalty 4401.726192 = -1043942.061507
  nChanged 11
		SP:Iteration 46Q (8572.140000 sec): 3 clusters
  Score: Raw -1048350.060147 + Penalty 4401.726192 = -1043948.333955
  nChanged 7
		SP:Iteration 47Q (8572.160000 sec): 3 clusters
  Score: Raw -1048353.606226 + Penalty 4401.726192 = -1043951.880035
  nChanged 4
		SP:Iteration 48Q (8572.190000 sec): 3 clusters
  Score: Raw -1048355.413515 + Penalty 4401.726192 = -1043953.687323
  nChanged 4
		SP:Iteration 49Q (8572.210000 sec): 3 clusters
  Score: Raw -1048357.978435 + Penalty 4401.726192 = -1043956.252243
  nChanged 5
		SP:Iteration 50Q (8572.230000 sec): 3 clusters
  Score: Raw -1048361.097943 + Penalty 4401.726192 = -1043959.371752
  nChanged 4
		SP:Iteration 51Q (8572.260000 sec): 3 clusters
  Score: Raw -1048364.192674 + Penalty 4401.726192 = -1043962.466482
  nChanged 7
		SP:Iteration 52Q (8572.280000 sec): 3 clusters
  Score: Raw -1048368.758751 + Penalty 4401.726192 = -1043967.032560
  nChanged 14
		SP:Iteration 53Q (8572.310000 sec): 3 clusters
  Score: Raw -1048378.921182 + Penalty 4401.726192 = -1043977.194990
  nChanged 15
		SP:Iteration 54Q (8572.330000 sec): 3 clusters
  Score: Raw -1048388.036210 + Penalty 4401.726192 = -1043986.310018
  nChanged 10
		SP:Iteration 55Q (8572.350000 sec): 3 clusters
  Score: Raw -1048394.005039 + Penalty 4401.726192 = -1043992.278847
  nChanged 5
		SP:Iteration 56Q (8572.370000 sec): 3 clusters
  Score: Raw -1048397.249611 + Penalty 4401.726192 = -1043995.523419
  nChanged 6
		SP:Iteration 57Q (8572.400000 sec): 3 clusters
  Score: Raw -1048401.645003 + Penalty 4401.726192 = -1043999.918812
  nChanged 8
		SP:Iteration 58Q (8572.420000 sec): 3 clusters
  Score: Raw -1048406.763784 + Penalty 4401.726192 = -1044005.037593
  nChanged 7
		SP:Iteration 59Q (8572.440000 sec): 3 clusters
  Score: Raw -1048413.873521 + Penalty 4401.726192 = -1044012.147329
  nChanged 5
		SP:Iteration 60F (8572.470000 sec): 3 clusters
  Score: Raw -1048416.433002 + Penalty 4401.726192 = -1044014.706811
  nChanged 7
		SP:Iteration 61Q (8572.490000 sec): 3 clusters
  Score: Raw -1048421.994072 + Penalty 4401.726192 = -1044020.267881
  nChanged 6
		SP:Iteration 62Q (8572.510000 sec): 3 clusters
  Score: Raw -1048425.323147 + Penalty 4401.726192 = -1044023.596955
  nChanged 3
		SP:Iteration 63Q (8572.540000 sec): 3 clusters
  Score: Raw -1048427.398584 + Penalty 4401.726192 = -1044025.672393
  nChanged 5
		SP:Iteration 64Q (8572.560000 sec): 3 clusters
  Score: Raw -1048431.615888 + Penalty 4401.726192 = -1044029.889696
  nChanged 6
		SP:Iteration 65Q (8572.580000 sec): 3 clusters
  Score: Raw -1048436.855863 + Penalty 4401.726192 = -1044035.129671
  nChanged 6
		SP:Iteration 66Q (8572.610000 sec): 3 clusters
  Score: Raw -1048441.642292 + Penalty 4401.726192 = -1044039.916100
  nChanged 8
		SP:Iteration 67Q (8572.630000 sec): 3 clusters
  Score: Raw -1048449.116318 + Penalty 4401.726192 = -1044047.390126
  nChanged 7
		SP:Iteration 68Q (8572.650000 sec): 3 clusters
  Score: Raw -1048451.950037 + Penalty 4401.726192 = -1044050.223845
  nChanged 3
		SP:Iteration 69Q (8572.670000 sec): 3 clusters
  Score: Raw -1048453.195340 + Penalty 4401.726192 = -1044051.469148
  nChanged 3
		SP:Iteration 70Q (8572.700000 sec): 3 clusters
  Score: Raw -1048455.736304 + Penalty 4401.726192 = -1044054.010113
  nChanged 5
		SP:Iteration 71Q (8572.720000 sec): 3 clusters
  Score: Raw -1048459.640120 + Penalty 4401.726192 = -1044057.913928
  nChanged 6
		SP:Iteration 72Q (8572.740000 sec): 3 clusters
  Score: Raw -1048463.017348 + Penalty 4401.726192 = -1044061.291156
  nChanged 2
		SP:Iteration 73Q (8572.770000 sec): 3 clusters
  Score: Raw -1048464.978434 + Penalty 4401.726192 = -1044063.252243
  nChanged 4
		SP:Iteration 74Q (8572.790000 sec): 3 clusters
  Score: Raw -1048467.490413 + Penalty 4401.726192 = -1044065.764222
  nChanged 3
		SP:Iteration 75Q (8572.810000 sec): 3 clusters
  Score: Raw -1048468.690737 + Penalty 4401.726192 = -1044066.964545
  nChanged 0
		SP:Iteration 76F (8572.830000 sec): 3 clusters
  Score: Raw -1048468.690737 + Penalty 4401.726192 = -1044066.964545
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8572.860000 sec): 2 clusters
  Score: Raw -1106221.456500 + Penalty 2217.924743 = -1104003.531757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8572.890000 sec): 3 clusters
  Score: Raw -1102246.538105 + Penalty 4435.849487 = -1097810.688618
  nChanged 3103
		SP:Iteration 1F (8572.910000 sec): 3 clusters
  Score: Raw -1103887.081682 + Penalty 4435.849487 = -1099451.232196
  nChanged 586
		SP:Iteration 2F (8572.940000 sec): 3 clusters
  Score: Raw -1104225.015172 + Penalty 4435.849487 = -1099789.165686
  nChanged 458
		SP:Iteration 3F (8572.970000 sec): 3 clusters
  Score: Raw -1104484.592255 + Penalty 4435.849487 = -1100048.742768
  nChanged 354
		SP:Iteration 4Q (8572.990000 sec): 3 clusters
  Score: Raw -1104677.290858 + Penalty 4435.849487 = -1100241.441372
  nChanged 318
		SP:Iteration 5Q (8573.020000 sec): 3 clusters
  Score: Raw -1104829.014360 + Penalty 4435.849487 = -1100393.164873
  nChanged 255
		SP:Iteration 6Q (8573.050000 sec): 3 clusters
  Score: Raw -1104951.309083 + Penalty 4435.849487 = -1100515.459596
  nChanged 222
		SP:Iteration 7Q (8573.070000 sec): 3 clusters
  Score: Raw -1105054.002772 + Penalty 4435.849487 = -1100618.153285
  nChanged 211
		SP:Iteration 8Q (8573.100000 sec): 3 clusters
  Score: Raw -1105155.140271 + Penalty 4435.849487 = -1100719.290784
  nChanged 209
		SP:Iteration 9Q (8573.130000 sec): 3 clusters
  Score: Raw -1105260.103125 + Penalty 4435.849487 = -1100824.253638
  nChanged 200
		SP:Iteration 10Q (8573.150000 sec): 3 clusters
  Score: Raw -1105363.290951 + Penalty 4435.849487 = -1100927.441464
  nChanged 211
		SP:Iteration 11Q (8573.180000 sec): 3 clusters
  Score: Raw -1105471.414152 + Penalty 4435.849487 = -1101035.564665
  nChanged 191
		SP:Iteration 12Q (8573.210000 sec): 3 clusters
  Score: Raw -1105568.840416 + Penalty 4435.849487 = -1101132.990929
  nChanged 176
		SP:Iteration 13Q (8573.230000 sec): 3 clusters
  Score: Raw -1105651.980213 + Penalty 4435.849487 = -1101216.130726
  nChanged 166
		SP:Iteration 14Q (8573.260000 sec): 3 clusters
  Score: Raw -1105737.612345 + Penalty 4435.849487 = -1101301.762858
  nChanged 179
		SP:Iteration 15Q (8573.290000 sec): 3 clusters
  Score: Raw -1105829.150206 + Penalty 4435.849487 = -1101393.300720
  nChanged 155
		SP:Iteration 16Q (8573.310000 sec): 3 clusters
  Score: Raw -1105895.146978 + Penalty 4435.849487 = -1101459.297491
  nChanged 107
		SP:Iteration 17Q (8573.340000 sec): 3 clusters
  Score: Raw -1105941.052978 + Penalty 4435.849487 = -1101505.203492
  nChanged 100
		SP:Iteration 18Q (8573.370000 sec): 3 clusters
  Score: Raw -1105985.337908 + Penalty 4435.849487 = -1101549.488421
  nChanged 98
		SP:Iteration 19Q (8573.390000 sec): 3 clusters
  Score: Raw -1106025.675989 + Penalty 4435.849487 = -1101589.826502
  nChanged 80
		SP:Iteration 20F (8573.420000 sec): 3 clusters
  Score: Raw -1106060.547673 + Penalty 4435.849487 = -1101624.698186
  nChanged 84
		SP:Iteration 21Q (8573.440000 sec): 3 clusters
  Score: Raw -1106093.521777 + Penalty 4435.849487 = -1101657.672291
  nChanged 71
		SP:Iteration 22Q (8573.470000 sec): 3 clusters
  Score: Raw -1106116.702120 + Penalty 4435.849487 = -1101680.852633
  nChanged 61
		SP:Iteration 23Q (8573.490000 sec): 3 clusters
  Score: Raw -1106138.287239 + Penalty 4435.849487 = -1101702.437752
  nChanged 57
		SP:Iteration 24Q (8573.520000 sec): 3 clusters
  Score: Raw -1106157.301640 + Penalty 4435.849487 = -1101721.452153
  nChanged 49
		SP:Iteration 25Q (8573.550000 sec): 3 clusters
  Score: Raw -1106171.849832 + Penalty 4435.849487 = -1101736.000345
  nChanged 41
		SP:Iteration 26Q (8573.570000 sec): 3 clusters
  Score: Raw -1106185.017972 + Penalty 4435.849487 = -1101749.168485
  nChanged 52
		SP:Iteration 27Q (8573.590000 sec): 3 clusters
  Score: Raw -1106200.819244 + Penalty 4435.849487 = -1101764.969757
  nChanged 41
		SP:Iteration 28Q (8573.620000 sec): 3 clusters
  Score: Raw -1106216.231362 + Penalty 4435.849487 = -1101780.381875
  nChanged 45
		SP:Iteration 29Q (8573.650000 sec): 3 clusters
  Score: Raw -1106232.425422 + Penalty 4435.849487 = -1101796.575935
  nChanged 50
		SP:Iteration 30Q (8573.670000 sec): 3 clusters
  Score: Raw -1106254.268676 + Penalty 4435.849487 = -1101818.419189
  nChanged 53
		SP:Iteration 31Q (8573.690000 sec): 3 clusters
  Score: Raw -1106273.112978 + Penalty 4435.849487 = -1101837.263491
  nChanged 40
		SP:Iteration 32Q (8573.720000 sec): 3 clusters
  Score: Raw -1106286.591392 + Penalty 4435.849487 = -1101850.741905
  nChanged 34
		SP:Iteration 33Q (8573.750000 sec): 3 clusters
  Score: Raw -1106296.345783 + Penalty 4435.849487 = -1101860.496296
  nChanged 27
		SP:Iteration 34Q (8573.770000 sec): 3 clusters
  Score: Raw -1106305.902187 + Penalty 4435.849487 = -1101870.052700
  nChanged 34
		SP:Iteration 35Q (8573.790000 sec): 3 clusters
  Score: Raw -1106317.046410 + Penalty 4435.849487 = -1101881.196923
  nChanged 28
		SP:Iteration 36Q (8573.820000 sec): 3 clusters
  Score: Raw -1106325.768581 + Penalty 4435.849487 = -1101889.919094
  nChanged 21
		SP:Iteration 37Q (8573.850000 sec): 3 clusters
  Score: Raw -1106331.991425 + Penalty 4435.849487 = -1101896.141938
  nChanged 27
		SP:Iteration 38Q (8573.870000 sec): 3 clusters
  Score: Raw -1106339.206951 + Penalty 4435.849487 = -1101903.357464
  nChanged 23
		SP:Iteration 39Q (8573.890000 sec): 3 clusters
  Score: Raw -1106346.817645 + Penalty 4435.849487 = -1101910.968159
  nChanged 26
		SP:Iteration 40F (8573.920000 sec): 3 clusters
  Score: Raw -1106354.687404 + Penalty 4435.849487 = -1101918.837917
  nChanged 29
		SP:Iteration 41Q (8573.950000 sec): 3 clusters
  Score: Raw -1106361.686351 + Penalty 4435.849487 = -1101925.836864
  nChanged 32
		SP:Iteration 42Q (8573.970000 sec): 3 clusters
  Score: Raw -1106372.416633 + Penalty 4435.849487 = -1101936.567146
  nChanged 29
		SP:Iteration 43Q (8573.990000 sec): 3 clusters
  Score: Raw -1106380.929139 + Penalty 4435.849487 = -1101945.079652
  nChanged 20
		SP:Iteration 44Q (8574.020000 sec): 3 clusters
  Score: Raw -1106385.724969 + Penalty 4435.849487 = -1101949.875482
  nChanged 18
		SP:Iteration 45Q (8574.040000 sec): 3 clusters
  Score: Raw -1106392.793914 + Penalty 4435.849487 = -1101956.944427
  nChanged 23
		SP:Iteration 46Q (8574.070000 sec): 3 clusters
  Score: Raw -1106399.758324 + Penalty 4435.849487 = -1101963.908837
  nChanged 25
		SP:Iteration 47Q (8574.090000 sec): 3 clusters
  Score: Raw -1106407.427134 + Penalty 4435.849487 = -1101971.577647
  nChanged 28
		SP:Iteration 48Q (8574.110000 sec): 3 clusters
  Score: Raw -1106417.400322 + Penalty 4435.849487 = -1101981.550835
  nChanged 32
		SP:Iteration 49Q (8574.140000 sec): 3 clusters
  Score: Raw -1106428.355474 + Penalty 4435.849487 = -1101992.505987
  nChanged 25
		SP:Iteration 50Q (8574.160000 sec): 3 clusters
  Score: Raw -1106435.379268 + Penalty 4435.849487 = -1101999.529781
  nChanged 22
		SP:Iteration 51Q (8574.190000 sec): 3 clusters
  Score: Raw -1106441.699734 + Penalty 4435.849487 = -1102005.850248
  nChanged 24
		SP:Iteration 52Q (8574.210000 sec): 3 clusters
  Score: Raw -1106450.389318 + Penalty 4435.849487 = -1102014.539831
  nChanged 30
		SP:Iteration 53Q (8574.230000 sec): 3 clusters
  Score: Raw -1106463.336278 + Penalty 4435.849487 = -1102027.486791
  nChanged 33
		SP:Iteration 54Q (8574.260000 sec): 3 clusters
  Score: Raw -1106476.834742 + Penalty 4435.849487 = -1102040.985255
  nChanged 32
		SP:Iteration 55Q (8574.280000 sec): 3 clusters
  Score: Raw -1106489.269682 + Penalty 4435.849487 = -1102053.420195
  nChanged 31
		SP:Iteration 56Q (8574.310000 sec): 3 clusters
  Score: Raw -1106502.674559 + Penalty 4435.849487 = -1102066.825072
  nChanged 30
		SP:Iteration 57Q (8574.330000 sec): 3 clusters
  Score: Raw -1106513.495407 + Penalty 4435.849487 = -1102077.645920
  nChanged 28
		SP:Iteration 58Q (8574.350000 sec): 3 clusters
  Score: Raw -1106525.401234 + Penalty 4435.849487 = -1102089.551747
  nChanged 23
		SP:Iteration 59Q (8574.380000 sec): 3 clusters
  Score: Raw -1106532.343900 + Penalty 4435.849487 = -1102096.494414
  nChanged 21
		SP:Iteration 60F (8574.400000 sec): 3 clusters
  Score: Raw -1106541.816663 + Penalty 4435.849487 = -1102105.967176
  nChanged 26
		SP:Iteration 61Q (8574.430000 sec): 3 clusters
  Score: Raw -1106552.776481 + Penalty 4435.849487 = -1102116.926994
  nChanged 32
		SP:Iteration 62Q (8574.450000 sec): 3 clusters
  Score: Raw -1106566.570172 + Penalty 4435.849487 = -1102130.720685
  nChanged 23
		SP:Iteration 63Q (8574.470000 sec): 3 clusters
  Score: Raw -1106577.531609 + Penalty 4435.849487 = -1102141.682123
  nChanged 25
		SP:Iteration 64Q (8574.500000 sec): 3 clusters
  Score: Raw -1106587.859436 + Penalty 4435.849487 = -1102152.009949
  nChanged 26
		SP:Iteration 65Q (8574.520000 sec): 3 clusters
  Score: Raw -1106600.121168 + Penalty 4435.849487 = -1102164.271682
  nChanged 29
		SP:Iteration 66Q (8574.540000 sec): 3 clusters
  Score: Raw -1106617.359139 + Penalty 4435.849487 = -1102181.509652
  nChanged 39
		SP:Iteration 67Q (8574.570000 sec): 3 clusters
  Score: Raw -1106635.119974 + Penalty 4435.849487 = -1102199.270487
  nChanged 32
		SP:Iteration 68Q (8574.590000 sec): 3 clusters
  Score: Raw -1106653.867330 + Penalty 4435.849487 = -1102218.017843
  nChanged 30
		SP:Iteration 69Q (8574.610000 sec): 3 clusters
  Score: Raw -1106669.216020 + Penalty 4435.849487 = -1102233.366533
  nChanged 27
		SP:Iteration 70Q (8574.630000 sec): 3 clusters
  Score: Raw -1106681.509726 + Penalty 4435.849487 = -1102245.660239
  nChanged 30
		SP:Iteration 71Q (8574.660000 sec): 3 clusters
  Score: Raw -1106697.790979 + Penalty 4435.849487 = -1102261.941492
  nChanged 29
		SP:Iteration 72Q (8574.680000 sec): 3 clusters
  Score: Raw -1106710.109032 + Penalty 4435.849487 = -1102274.259545
  nChanged 24
		SP:Iteration 73Q (8574.700000 sec): 3 clusters
  Score: Raw -1106721.879336 + Penalty 4435.849487 = -1102286.029850
  nChanged 23
		SP:Iteration 74Q (8574.720000 sec): 3 clusters
  Score: Raw -1106732.851793 + Penalty 4435.849487 = -1102297.002307
  nChanged 20
		SP:Iteration 75Q (8574.750000 sec): 3 clusters
  Score: Raw -1106742.176809 + Penalty 4435.849487 = -1102306.327322
  nChanged 20
		SP:Iteration 76Q (8574.770000 sec): 3 clusters
  Score: Raw -1106752.320677 + Penalty 4435.849487 = -1102316.471190
  nChanged 17
		SP:Iteration 77Q (8574.790000 sec): 3 clusters
  Score: Raw -1106758.719699 + Penalty 4435.849487 = -1102322.870212
  nChanged 11
		SP:Iteration 78Q (8574.810000 sec): 3 clusters
  Score: Raw -1106762.511220 + Penalty 4435.849487 = -1102326.661733
  nChanged 13
		SP:Iteration 79Q (8574.830000 sec): 3 clusters
  Score: Raw -1106768.441492 + Penalty 4435.849487 = -1102332.592005
  nChanged 14
		SP:Iteration 80F (8574.860000 sec): 3 clusters
  Score: Raw -1106773.017206 + Penalty 4435.849487 = -1102337.167719
  nChanged 9
		SP:Iteration 81Q (8574.880000 sec): 3 clusters
  Score: Raw -1106777.604436 + Penalty 4435.849487 = -1102341.754949
  nChanged 10
		SP:Iteration 82Q (8574.910000 sec): 3 clusters
  Score: Raw -1106781.503638 + Penalty 4435.849487 = -1102345.654152
  nChanged 5
		SP:Iteration 83Q (8574.930000 sec): 3 clusters
  Score: Raw -1106782.839337 + Penalty 4435.849487 = -1102346.989850
  nChanged 4
		SP:Iteration 84Q (8574.950000 sec): 3 clusters
  Score: Raw -1106784.487160 + Penalty 4435.849487 = -1102348.637673
  nChanged 6
		SP:Iteration 85Q (8574.970000 sec): 3 clusters
  Score: Raw -1106786.974047 + Penalty 4435.849487 = -1102351.124560
  nChanged 6
		SP:Iteration 86Q (8574.990000 sec): 3 clusters
  Score: Raw -1106788.870878 + Penalty 4435.849487 = -1102353.021391
  nChanged 3
		SP:Iteration 87Q (8575.020000 sec): 3 clusters
  Score: Raw -1106789.554410 + Penalty 4435.849487 = -1102353.704923
  nChanged 0
		SP:Iteration 88F (8575.040000 sec): 3 clusters
  Score: Raw -1106789.554410 + Penalty 4435.849487 = -1102353.704923
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8575.130000 sec): 2 clusters
  Score: Raw -4024112.096684 + Penalty 2532.694661 = -4021579.402023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8575.230000 sec): 3 clusters
  Score: Raw -4007901.053187 + Penalty 5065.389321 = -4002835.663866
  nChanged 12271
		SP:Iteration 1F (8575.330000 sec): 3 clusters
  Score: Raw -4014304.484709 + Penalty 5065.389321 = -4009239.095387
  nChanged 1296
		SP:Iteration 2Q (8575.430000 sec): 3 clusters
  Score: Raw -4014704.290940 + Penalty 5065.389321 = -4009638.901618
  nChanged 1129
		SP:Iteration 3Q (8575.530000 sec): 3 clusters
  Score: Raw -4015040.531056 + Penalty 5065.389321 = -4009975.141735
  nChanged 1016
		SP:Iteration 4Q (8575.630000 sec): 3 clusters
  Score: Raw -4015324.939549 + Penalty 5065.389321 = -4010259.550228
  nChanged 894
		SP:Iteration 5Q (8575.740000 sec): 3 clusters
  Score: Raw -4015581.957350 + Penalty 5065.389321 = -4010516.568029
  nChanged 852
		SP:Iteration 6Q (8575.840000 sec): 3 clusters
  Score: Raw -4015844.894236 + Penalty 5065.389321 = -4010779.504915
  nChanged 890
		SP:Iteration 7Q (8575.940000 sec): 3 clusters
  Score: Raw -4016153.517596 + Penalty 5065.389321 = -4011088.128275
  nChanged 986
		SP:Iteration 8Q (8576.040000 sec): 3 clusters
  Score: Raw -4016547.095819 + Penalty 5065.389321 = -4011481.706497
  nChanged 1140
		SP:Iteration 9Q (8576.140000 sec): 3 clusters
  Score: Raw -4017091.384030 + Penalty 5065.389321 = -4012025.994708
  nChanged 1384
		SP:Iteration 10F (8576.230000 sec): 3 clusters
  Score: Raw -4017910.807849 + Penalty 5065.389321 = -4012845.418528
  nChanged 1686
		SP:Iteration 11F (8576.330000 sec): 3 clusters
  Score: Raw -4019122.481658 + Penalty 5065.389321 = -4014057.092337
  nChanged 1766
		SP:Iteration 12F (8576.420000 sec): 3 clusters
  Score: Raw -4020554.104907 + Penalty 5065.389321 = -4015488.715586
  nChanged 1638
		SP:Iteration 13F (8576.510000 sec): 3 clusters
  Score: Raw -4022018.912853 + Penalty 5065.389321 = -4016953.523532
  nChanged 1189
		SP:Iteration 14Q (8576.600000 sec): 3 clusters
  Score: Raw -4023103.117804 + Penalty 5065.389321 = -4018037.728482
  nChanged 691
		SP:Iteration 15Q (8576.690000 sec): 3 clusters
  Score: Raw -4023750.844906 + Penalty 5065.389321 = -4018685.455585
  nChanged 348
		SP:Iteration 16Q (8576.760000 sec): 3 clusters
  Score: Raw -4024071.942234 + Penalty 5065.389321 = -4019006.552913
  nChanged 170
		SP:Iteration 17Q (8576.830000 sec): 3 clusters
  Score: Raw -4024238.268289 + Penalty 5065.389321 = -4019172.878968
  nChanged 96
		SP:Iteration 18Q (8576.900000 sec): 3 clusters
  Score: Raw -4024337.478425 + Penalty 5065.389321 = -4019272.089103
  nChanged 59
		SP:Iteration 19Q (8576.970000 sec): 3 clusters
  Score: Raw -4024396.296202 + Penalty 5065.389321 = -4019330.906881
  nChanged 40
		SP:Iteration 20F (8577.070000 sec): 3 clusters
  Score: Raw -4024432.380105 + Penalty 5065.389321 = -4019366.990784
  nChanged 27
		SP:Iteration 21Q (8577.130000 sec): 3 clusters
  Score: Raw -4024459.321632 + Penalty 5065.389321 = -4019393.932311
  nChanged 23
		SP:Iteration 22Q (8577.200000 sec): 3 clusters
  Score: Raw -4024477.687624 + Penalty 5065.389321 = -4019412.298303
  nChanged 21
		SP:Iteration 23Q (8577.270000 sec): 3 clusters
  Score: Raw -4024493.606450 + Penalty 5065.389321 = -4019428.217128
  nChanged 11
		SP:Iteration 24Q (8577.330000 sec): 3 clusters
  Score: Raw -4024501.707234 + Penalty 5065.389321 = -4019436.317913
  nChanged 8
		SP:Iteration 25Q (8577.400000 sec): 3 clusters
  Score: Raw -4024508.094325 + Penalty 5065.389321 = -4019442.705004
  nChanged 3
		SP:Iteration 26Q (8577.470000 sec): 3 clusters
  Score: Raw -4024510.152543 + Penalty 5065.389321 = -4019444.763222
  nChanged 1
		SP:Iteration 27Q (8577.540000 sec): 3 clusters
  Score: Raw -4024511.333131 + Penalty 5065.389321 = -4019445.943809
  nChanged 0
		SP:Iteration 28F (8577.630000 sec): 3 clusters
  Score: Raw -4024511.333131 + Penalty 5065.389321 = -4019445.943809
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8577.710000 sec): 2 clusters
  Score: Raw -3338101.850046 + Penalty 2502.075052 = -3335599.774994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8577.790000 sec): 3 clusters
  Score: Raw -3324002.424596 + Penalty 5004.150104 = -3318998.274492
  nChanged 10635
		SP:Iteration 1F (8577.880000 sec): 3 clusters
  Score: Raw -3329957.080198 + Penalty 5004.150104 = -3324952.930094
  nChanged 1308
		SP:Iteration 2F (8577.960000 sec): 3 clusters
  Score: Raw -3330495.463546 + Penalty 5004.150104 = -3325491.313442
  nChanged 1207
		SP:Iteration 3F (8578.050000 sec): 3 clusters
  Score: Raw -3331003.770349 + Penalty 5004.150104 = -3325999.620245
  nChanged 1138
		SP:Iteration 4Q (8578.130000 sec): 3 clusters
  Score: Raw -3331471.811964 + Penalty 5004.150104 = -3326467.661860
  nChanged 1035
		SP:Iteration 5Q (8578.220000 sec): 3 clusters
  Score: Raw -3331898.261521 + Penalty 5004.150104 = -3326894.111417
  nChanged 1004
		SP:Iteration 6Q (8578.310000 sec): 3 clusters
  Score: Raw -3332299.940681 + Penalty 5004.150104 = -3327295.790577
  nChanged 925
		SP:Iteration 7Q (8578.390000 sec): 3 clusters
  Score: Raw -3332688.323075 + Penalty 5004.150104 = -3327684.172971
  nChanged 911
		SP:Iteration 8Q (8578.480000 sec): 3 clusters
  Score: Raw -3333111.896710 + Penalty 5004.150104 = -3328107.746606
  nChanged 913
		SP:Iteration 9Q (8578.570000 sec): 3 clusters
  Score: Raw -3333577.601537 + Penalty 5004.150104 = -3328573.451433
  nChanged 901
		SP:Iteration 10Q (8578.660000 sec): 3 clusters
  Score: Raw -3334049.129650 + Penalty 5004.150104 = -3329044.979545
  nChanged 874
		SP:Iteration 11Q (8578.750000 sec): 3 clusters
  Score: Raw -3334566.321731 + Penalty 5004.150104 = -3329562.171626
  nChanged 852
		SP:Iteration 12Q (8578.830000 sec): 3 clusters
  Score: Raw -3335088.454639 + Penalty 5004.150104 = -3330084.304535
  nChanged 831
		SP:Iteration 13Q (8578.920000 sec): 3 clusters
  Score: Raw -3335568.199634 + Penalty 5004.150104 = -3330564.049529
  nChanged 719
		SP:Iteration 14Q (8579.010000 sec): 3 clusters
  Score: Raw -3335933.336871 + Penalty 5004.150104 = -3330929.186767
  nChanged 531
		SP:Iteration 15Q (8579.090000 sec): 3 clusters
  Score: Raw -3336153.020010 + Penalty 5004.150104 = -3331148.869906
  nChanged 437
		SP:Iteration 16Q (8579.170000 sec): 3 clusters
  Score: Raw -3336322.626916 + Penalty 5004.150104 = -3331318.476811
  nChanged 365
		SP:Iteration 17Q (8579.250000 sec): 3 clusters
  Score: Raw -3336467.980366 + Penalty 5004.150104 = -3331463.830262
  nChanged 355
		SP:Iteration 18Q (8579.330000 sec): 3 clusters
  Score: Raw -3336604.553498 + Penalty 5004.150104 = -3331600.403393
  nChanged 351
		SP:Iteration 19Q (8579.410000 sec): 3 clusters
  Score: Raw -3336742.958467 + Penalty 5004.150104 = -3331738.808362
  nChanged 330
		SP:Iteration 20F (8579.490000 sec): 3 clusters
  Score: Raw -3336858.101740 + Penalty 5004.150104 = -3331853.951635
  nChanged 301
		SP:Iteration 21Q (8579.570000 sec): 3 clusters
  Score: Raw -3336960.679839 + Penalty 5004.150104 = -3331956.529735
  nChanged 275
		SP:Iteration 22Q (8579.640000 sec): 3 clusters
  Score: Raw -3337054.662185 + Penalty 5004.150104 = -3332050.512081
  nChanged 274
		SP:Iteration 23Q (8579.720000 sec): 3 clusters
  Score: Raw -3337157.980762 + Penalty 5004.150104 = -3332153.830658
  nChanged 248
		SP:Iteration 24Q (8579.790000 sec): 3 clusters
  Score: Raw -3337243.734430 + Penalty 5004.150104 = -3332239.584326
  nChanged 233
		SP:Iteration 25Q (8579.870000 sec): 3 clusters
  Score: Raw -3337321.060851 + Penalty 5004.150104 = -3332316.910747
  nChanged 245
		SP:Iteration 26Q (8579.950000 sec): 3 clusters
  Score: Raw -3337405.816780 + Penalty 5004.150104 = -3332401.666676
  nChanged 219
		SP:Iteration 27Q (8580.030000 sec): 3 clusters
  Score: Raw -3337472.532096 + Penalty 5004.150104 = -3332468.381991
  nChanged 185
		SP:Iteration 28Q (8580.100000 sec): 3 clusters
  Score: Raw -3337525.394362 + Penalty 5004.150104 = -3332521.244258
  nChanged 179
		SP:Iteration 29Q (8580.170000 sec): 3 clusters
  Score: Raw -3337576.637937 + Penalty 5004.150104 = -3332572.487833
  nChanged 164
		SP:Iteration 30Q (8580.250000 sec): 3 clusters
  Score: Raw -3337619.830796 + Penalty 5004.150104 = -3332615.680692
  nChanged 165
		SP:Iteration 31Q (8580.330000 sec): 3 clusters
  Score: Raw -3337670.569304 + Penalty 5004.150104 = -3332666.419200
  nChanged 166
		SP:Iteration 32Q (8580.400000 sec): 3 clusters
  Score: Raw -3337717.212000 + Penalty 5004.150104 = -3332713.061896
  nChanged 155
		SP:Iteration 33Q (8580.470000 sec): 3 clusters
  Score: Raw -3337760.134413 + Penalty 5004.150104 = -3332755.984309
  nChanged 141
		SP:Iteration 34Q (8580.550000 sec): 3 clusters
  Score: Raw -3337804.666007 + Penalty 5004.150104 = -3332800.515903
  nChanged 166
		SP:Iteration 35Q (8580.620000 sec): 3 clusters
  Score: Raw -3337862.616541 + Penalty 5004.150104 = -3332858.466437
  nChanged 160
		SP:Iteration 36Q (8580.690000 sec): 3 clusters
  Score: Raw -3337917.905978 + Penalty 5004.150104 = -3332913.755873
  nChanged 142
		SP:Iteration 37Q (8580.770000 sec): 3 clusters
  Score: Raw -3337966.640148 + Penalty 5004.150104 = -3332962.490044
  nChanged 142
		SP:Iteration 38Q (8580.840000 sec): 3 clusters
  Score: Raw -3338008.941754 + Penalty 5004.150104 = -3333004.791649
  nChanged 123
		SP:Iteration 39Q (8580.910000 sec): 3 clusters
  Score: Raw -3338049.680167 + Penalty 5004.150104 = -3333045.530063
  nChanged 105
		SP:Iteration 40F (8581.000000 sec): 3 clusters
  Score: Raw -3338082.285901 + Penalty 5004.150104 = -3333078.135797
  nChanged 114
		SP:Iteration 41Q (8581.070000 sec): 3 clusters
  Score: Raw -3338120.519193 + Penalty 5004.150104 = -3333116.369089
  nChanged 89
		SP:Iteration 42Q (8581.140000 sec): 3 clusters
  Score: Raw -3338150.493460 + Penalty 5004.150104 = -3333146.343356
  nChanged 91
		SP:Iteration 43Q (8581.210000 sec): 3 clusters
  Score: Raw -3338183.265680 + Penalty 5004.150104 = -3333179.115576
  nChanged 76
		SP:Iteration 44Q (8581.270000 sec): 3 clusters
  Score: Raw -3338210.204261 + Penalty 5004.150104 = -3333206.054157
  nChanged 75
		SP:Iteration 45Q (8581.340000 sec): 3 clusters
  Score: Raw -3338232.112921 + Penalty 5004.150104 = -3333227.962817
  nChanged 81
		SP:Iteration 46Q (8581.410000 sec): 3 clusters
  Score: Raw -3338259.142424 + Penalty 5004.150104 = -3333254.992320
  nChanged 82
		SP:Iteration 47Q (8581.480000 sec): 3 clusters
  Score: Raw -3338292.482232 + Penalty 5004.150104 = -3333288.332128
  nChanged 82
		SP:Iteration 48Q (8581.550000 sec): 3 clusters
  Score: Raw -3338320.860382 + Penalty 5004.150104 = -3333316.710277
  nChanged 77
		SP:Iteration 49Q (8581.620000 sec): 3 clusters
  Score: Raw -3338341.373924 + Penalty 5004.150104 = -3333337.223820
  nChanged 52
		SP:Iteration 50Q (8581.680000 sec): 3 clusters
  Score: Raw -3338354.668711 + Penalty 5004.150104 = -3333350.518607
  nChanged 41
		SP:Iteration 51Q (8581.750000 sec): 3 clusters
  Score: Raw -3338364.122180 + Penalty 5004.150104 = -3333359.972076
  nChanged 36
		SP:Iteration 52Q (8581.820000 sec): 3 clusters
  Score: Raw -3338372.569597 + Penalty 5004.150104 = -3333368.419493
  nChanged 34
		SP:Iteration 53Q (8581.880000 sec): 3 clusters
  Score: Raw -3338380.103225 + Penalty 5004.150104 = -3333375.953121
  nChanged 36
		SP:Iteration 54Q (8581.950000 sec): 3 clusters
  Score: Raw -3338388.146954 + Penalty 5004.150104 = -3333383.996849
  nChanged 19
		SP:Iteration 55Q (8582.010000 sec): 3 clusters
  Score: Raw -3338392.531027 + Penalty 5004.150104 = -3333388.380922
  nChanged 18
		SP:Iteration 56Q (8582.080000 sec): 3 clusters
  Score: Raw -3338397.729134 + Penalty 5004.150104 = -3333393.579029
  nChanged 22
		SP:Iteration 57Q (8582.140000 sec): 3 clusters
  Score: Raw -3338402.961344 + Penalty 5004.150104 = -3333398.811240
  nChanged 20
		SP:Iteration 58Q (8582.210000 sec): 3 clusters
  Score: Raw -3338407.668865 + Penalty 5004.150104 = -3333403.518760
  nChanged 23
		SP:Iteration 59Q (8582.280000 sec): 3 clusters
  Score: Raw -3338412.253454 + Penalty 5004.150104 = -3333408.103349
  nChanged 16
		SP:Iteration 60F (8582.360000 sec): 3 clusters
  Score: Raw -3338415.188547 + Penalty 5004.150104 = -3333411.038443
  nChanged 13
		SP:Iteration 61Q (8582.420000 sec): 3 clusters
  Score: Raw -3338418.956863 + Penalty 5004.150104 = -3333414.806759
  nChanged 24
		SP:Iteration 62Q (8582.490000 sec): 3 clusters
  Score: Raw -3338425.136702 + Penalty 5004.150104 = -3333420.986598
  nChanged 16
		SP:Iteration 63Q (8582.560000 sec): 3 clusters
  Score: Raw -3338428.787490 + Penalty 5004.150104 = -3333424.637386
  nChanged 10
		SP:Iteration 64Q (8582.620000 sec): 3 clusters
  Score: Raw -3338430.600549 + Penalty 5004.150104 = -3333426.450445
  nChanged 6
		SP:Iteration 65Q (8582.690000 sec): 3 clusters
  Score: Raw -3338431.547169 + Penalty 5004.150104 = -3333427.397065
  nChanged 4
		SP:Iteration 66Q (8582.760000 sec): 3 clusters
  Score: Raw -3338432.073868 + Penalty 5004.150104 = -3333427.923763
  nChanged 3
		SP:Iteration 67Q (8582.820000 sec): 3 clusters
  Score: Raw -3338432.560068 + Penalty 5004.150104 = -3333428.409964
  nChanged 7
		SP:Iteration 68Q (8582.890000 sec): 3 clusters
  Score: Raw -3338433.520561 + Penalty 5004.150104 = -3333429.370457
  nChanged 8
		SP:Iteration 69Q (8582.950000 sec): 3 clusters
  Score: Raw -3338435.131887 + Penalty 5004.150104 = -3333430.981783
  nChanged 13
		SP:Iteration 70Q (8583.020000 sec): 3 clusters
  Score: Raw -3338437.951714 + Penalty 5004.150104 = -3333433.801610
  nChanged 11
		SP:Iteration 71Q (8583.080000 sec): 3 clusters
  Score: Raw -3338439.911761 + Penalty 5004.150104 = -3333435.761657
  nChanged 11
		SP:Iteration 72Q (8583.150000 sec): 3 clusters
  Score: Raw -3338442.703440 + Penalty 5004.150104 = -3333438.553336
  nChanged 9
		SP:Iteration 73Q (8583.210000 sec): 3 clusters
  Score: Raw -3338444.803474 + Penalty 5004.150104 = -3333440.653370
  nChanged 12
		SP:Iteration 74Q (8583.280000 sec): 3 clusters
  Score: Raw -3338447.366291 + Penalty 5004.150104 = -3333443.216187
  nChanged 9
		SP:Iteration 75Q (8583.340000 sec): 3 clusters
  Score: Raw -3338449.806717 + Penalty 5004.150104 = -3333445.656613
  nChanged 12
		SP:Iteration 76Q (8583.410000 sec): 3 clusters
  Score: Raw -3338453.174718 + Penalty 5004.150104 = -3333449.024613
  nChanged 18
		SP:Iteration 77Q (8583.470000 sec): 3 clusters
  Score: Raw -3338458.339263 + Penalty 5004.150104 = -3333454.189158
  nChanged 21
		SP:Iteration 78Q (8583.540000 sec): 3 clusters
  Score: Raw -3338464.092793 + Penalty 5004.150104 = -3333459.942689
  nChanged 23
		SP:Iteration 79Q (8583.600000 sec): 3 clusters
  Score: Raw -3338469.402005 + Penalty 5004.150104 = -3333465.251901
  nChanged 18
		SP:Iteration 80F (8583.680000 sec): 3 clusters
  Score: Raw -3338473.417772 + Penalty 5004.150104 = -3333469.267668
  nChanged 16
		SP:Iteration 81Q (8583.750000 sec): 3 clusters
  Score: Raw -3338477.768317 + Penalty 5004.150104 = -3333473.618213
  nChanged 16
		SP:Iteration 82Q (8583.810000 sec): 3 clusters
  Score: Raw -3338482.787503 + Penalty 5004.150104 = -3333478.637399
  nChanged 18
		SP:Iteration 83Q (8583.880000 sec): 3 clusters
  Score: Raw -3338487.478570 + Penalty 5004.150104 = -3333483.328465
  nChanged 19
		SP:Iteration 84Q (8583.940000 sec): 3 clusters
  Score: Raw -3338492.469956 + Penalty 5004.150104 = -3333488.319852
  nChanged 18
		SP:Iteration 85Q (8584.010000 sec): 3 clusters
  Score: Raw -3338497.162774 + Penalty 5004.150104 = -3333493.012669
  nChanged 21
		SP:Iteration 86Q (8584.070000 sec): 3 clusters
  Score: Raw -3338503.556082 + Penalty 5004.150104 = -3333499.405978
  nChanged 15
		SP:Iteration 87Q (8584.130000 sec): 3 clusters
  Score: Raw -3338507.860307 + Penalty 5004.150104 = -3333503.710203
  nChanged 25
		SP:Iteration 88Q (8584.200000 sec): 3 clusters
  Score: Raw -3338516.374241 + Penalty 5004.150104 = -3333512.224137
  nChanged 27
		SP:Iteration 89Q (8584.260000 sec): 3 clusters
  Score: Raw -3338523.313576 + Penalty 5004.150104 = -3333519.163471
  nChanged 21
		SP:Iteration 90Q (8584.330000 sec): 3 clusters
  Score: Raw -3338529.561751 + Penalty 5004.150104 = -3333525.411647
  nChanged 23
		SP:Iteration 91Q (8584.390000 sec): 3 clusters
  Score: Raw -3338537.689438 + Penalty 5004.150104 = -3333533.539333
  nChanged 28
		SP:Iteration 92Q (8584.460000 sec): 3 clusters
  Score: Raw -3338547.499859 + Penalty 5004.150104 = -3333543.349755
  nChanged 35
		SP:Iteration 93Q (8584.520000 sec): 3 clusters
  Score: Raw -3338560.458597 + Penalty 5004.150104 = -3333556.308493
  nChanged 29
		SP:Iteration 94Q (8584.590000 sec): 3 clusters
  Score: Raw -3338571.861307 + Penalty 5004.150104 = -3333567.711203
  nChanged 39
		SP:Iteration 95Q (8584.650000 sec): 3 clusters
  Score: Raw -3338588.026615 + Penalty 5004.150104 = -3333583.876511
  nChanged 38
		SP:Iteration 96Q (8584.710000 sec): 3 clusters
  Score: Raw -3338602.077880 + Penalty 5004.150104 = -3333597.927776
  nChanged 44
		SP:Iteration 97Q (8584.770000 sec): 3 clusters
  Score: Raw -3338617.341216 + Penalty 5004.150104 = -3333613.191112
  nChanged 40
		SP:Iteration 98Q (8584.840000 sec): 3 clusters
  Score: Raw -3338631.558427 + Penalty 5004.150104 = -3333627.408323
  nChanged 32
		SP:Iteration 99Q (8584.900000 sec): 3 clusters
  Score: Raw -3338642.981750 + Penalty 5004.150104 = -3333638.831646
  nChanged 26
		SP:Iteration 100F (8584.990000 sec): 3 clusters
  Score: Raw -3338653.351452 + Penalty 5004.150104 = -3333649.201348
  nChanged 34
		SP:Iteration 101Q (8585.050000 sec): 3 clusters
  Score: Raw -3338668.671716 + Penalty 5004.150104 = -3333664.521611
  nChanged 39
		SP:Iteration 102Q (8585.110000 sec): 3 clusters
  Score: Raw -3338685.710146 + Penalty 5004.150104 = -3333681.560041
  nChanged 35
		SP:Iteration 103Q (8585.170000 sec): 3 clusters
  Score: Raw -3338701.292211 + Penalty 5004.150104 = -3333697.142107
  nChanged 33
		SP:Iteration 104Q (8585.240000 sec): 3 clusters
  Score: Raw -3338714.327808 + Penalty 5004.150104 = -3333710.177704
  nChanged 25
		SP:Iteration 105Q (8585.300000 sec): 3 clusters
  Score: Raw -3338726.142662 + Penalty 5004.150104 = -3333721.992558
  nChanged 23
		SP:Iteration 106Q (8585.360000 sec): 3 clusters
  Score: Raw -3338735.829541 + Penalty 5004.150104 = -3333731.679436
  nChanged 24
		SP:Iteration 107Q (8585.420000 sec): 3 clusters
  Score: Raw -3338745.103206 + Penalty 5004.150104 = -3333740.953101
  nChanged 27
		SP:Iteration 108Q (8585.490000 sec): 3 clusters
  Score: Raw -3338754.503861 + Penalty 5004.150104 = -3333750.353757
  nChanged 18
		SP:Iteration 109Q (8585.550000 sec): 3 clusters
  Score: Raw -3338762.350560 + Penalty 5004.150104 = -3333758.200456
  nChanged 21
		SP:Iteration 110Q (8585.610000 sec): 3 clusters
  Score: Raw -3338771.531257 + Penalty 5004.150104 = -3333767.381153
  nChanged 24
		SP:Iteration 111Q (8585.670000 sec): 3 clusters
  Score: Raw -3338782.196253 + Penalty 5004.150104 = -3333778.046149
  nChanged 26
		SP:Iteration 112Q (8585.730000 sec): 3 clusters
  Score: Raw -3338796.168530 + Penalty 5004.150104 = -3333792.018425
  nChanged 21
		SP:Iteration 113Q (8585.790000 sec): 3 clusters
  Score: Raw -3338807.356841 + Penalty 5004.150104 = -3333803.206737
  nChanged 21
		SP:Iteration 114Q (8585.850000 sec): 3 clusters
  Score: Raw -3338815.364213 + Penalty 5004.150104 = -3333811.214108
  nChanged 18
		SP:Iteration 115Q (8585.920000 sec): 3 clusters
  Score: Raw -3338821.416663 + Penalty 5004.150104 = -3333817.266559
  nChanged 10
		SP:Iteration 116Q (8585.980000 sec): 3 clusters
  Score: Raw -3338825.426020 + Penalty 5004.150104 = -3333821.275916
  nChanged 15
		SP:Iteration 117Q (8586.040000 sec): 3 clusters
  Score: Raw -3338832.999431 + Penalty 5004.150104 = -3333828.849327
  nChanged 18
		SP:Iteration 118Q (8586.100000 sec): 3 clusters
  Score: Raw -3338840.780903 + Penalty 5004.150104 = -3333836.630799
  nChanged 20
		SP:Iteration 119Q (8586.170000 sec): 3 clusters
  Score: Raw -3338850.704751 + Penalty 5004.150104 = -3333846.554646
  nChanged 17
		SP:Iteration 120F (8586.250000 sec): 3 clusters
  Score: Raw -3338860.103786 + Penalty 5004.150104 = -3333855.953682
  nChanged 19
		SP:Iteration 121Q (8586.310000 sec): 3 clusters
  Score: Raw -3338868.552947 + Penalty 5004.150104 = -3333864.402843
  nChanged 17
		SP:Iteration 122Q (8586.370000 sec): 3 clusters
  Score: Raw -3338874.573905 + Penalty 5004.150104 = -3333870.423801
  nChanged 14
		SP:Iteration 123Q (8586.430000 sec): 3 clusters
  Score: Raw -3338879.034105 + Penalty 5004.150104 = -3333874.884001
  nChanged 8
		SP:Iteration 124Q (8586.490000 sec): 3 clusters
  Score: Raw -3338883.152943 + Penalty 5004.150104 = -3333879.002839
  nChanged 7
		SP:Iteration 125Q (8586.550000 sec): 3 clusters
  Score: Raw -3338886.572060 + Penalty 5004.150104 = -3333882.421956
  nChanged 7
		SP:Iteration 126Q (8586.620000 sec): 3 clusters
  Score: Raw -3338888.891392 + Penalty 5004.150104 = -3333884.741288
  nChanged 8
		SP:Iteration 127Q (8586.680000 sec): 3 clusters
  Score: Raw -3338891.648417 + Penalty 5004.150104 = -3333887.498313
  nChanged 7
		SP:Iteration 128Q (8586.740000 sec): 3 clusters
  Score: Raw -3338894.988945 + Penalty 5004.150104 = -3333890.838840
  nChanged 10
		SP:Iteration 129Q (8586.810000 sec): 3 clusters
  Score: Raw -3338899.402706 + Penalty 5004.150104 = -3333895.252602
  nChanged 6
		SP:Iteration 130Q (8586.870000 sec): 3 clusters
  Score: Raw -3338902.035803 + Penalty 5004.150104 = -3333897.885699
  nChanged 6
		SP:Iteration 131Q (8586.930000 sec): 3 clusters
  Score: Raw -3338904.385971 + Penalty 5004.150104 = -3333900.235867
  nChanged 5
		SP:Iteration 132Q (8586.990000 sec): 3 clusters
  Score: Raw -3338905.733904 + Penalty 5004.150104 = -3333901.583800
  nChanged 3
		SP:Iteration 133Q (8587.060000 sec): 3 clusters
  Score: Raw -3338906.552978 + Penalty 5004.150104 = -3333902.402874
  nChanged 1
		SP:Iteration 134Q (8587.120000 sec): 3 clusters
  Score: Raw -3338906.803688 + Penalty 5004.150104 = -3333902.653584
  nChanged 0
		SP:Iteration 135F (8587.200000 sec): 3 clusters
  Score: Raw -3338906.803688 + Penalty 5004.150104 = -3333902.653584
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8587.230000 sec): 2 clusters
  Score: Raw -494000.591510 + Penalty 2019.015069 = -491981.576441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8587.240000 sec): 3 clusters
  Score: Raw -492470.781522 + Penalty 4038.030138 = -488432.751385
  nChanged 1245
		SP:Iteration 1F (8587.250000 sec): 3 clusters
  Score: Raw -493246.692916 + Penalty 4038.030138 = -489208.662778
  nChanged 255
		SP:Iteration 2F (8587.260000 sec): 3 clusters
  Score: Raw -493456.842410 + Penalty 4038.030138 = -489418.812273
  nChanged 206
		SP:Iteration 3F (8587.270000 sec): 3 clusters
  Score: Raw -493626.102221 + Penalty 4038.030138 = -489588.072083
  nChanged 179
		SP:Iteration 4F (8587.290000 sec): 3 clusters
  Score: Raw -493796.190336 + Penalty 4038.030138 = -489758.160198
  nChanged 166
		SP:Iteration 5Q (8587.300000 sec): 3 clusters
  Score: Raw -493934.117802 + Penalty 4038.030138 = -489896.087665
  nChanged 140
		SP:Iteration 6Q (8587.310000 sec): 3 clusters
  Score: Raw -494085.185822 + Penalty 4038.030138 = -490047.155685
  nChanged 177
		SP:Iteration 7F (8587.320000 sec): 3 clusters
  Score: Raw -494306.542990 + Penalty 4038.030138 = -490268.512853
  nChanged 165
		SP:Iteration 8Q (8587.330000 sec): 3 clusters
  Score: Raw -494531.634873 + Penalty 4038.030138 = -490493.604735
  nChanged 139
		SP:Iteration 9Q (8587.340000 sec): 3 clusters
  Score: Raw -494711.340364 + Penalty 4038.030138 = -490673.310226
  nChanged 122
		SP:Iteration 10Q (8587.350000 sec): 3 clusters
  Score: Raw -494887.204173 + Penalty 4038.030138 = -490849.174036
  nChanged 124
		SP:Iteration 11Q (8587.370000 sec): 3 clusters
  Score: Raw -495050.451550 + Penalty 4038.030138 = -491012.421412
  nChanged 112
		SP:Iteration 12Q (8587.380000 sec): 3 clusters
  Score: Raw -495196.623431 + Penalty 4038.030138 = -491158.593293
  nChanged 93
		SP:Iteration 13Q (8587.390000 sec): 3 clusters
  Score: Raw -495306.758350 + Penalty 4038.030138 = -491268.728213
  nChanged 79
		SP:Iteration 14Q (8587.400000 sec): 3 clusters
  Score: Raw -495394.111139 + Penalty 4038.030138 = -491356.081002
  nChanged 53
		SP:Iteration 15Q (8587.410000 sec): 3 clusters
  Score: Raw -495433.338073 + Penalty 4038.030138 = -491395.307936
  nChanged 37
		SP:Iteration 16Q (8587.420000 sec): 3 clusters
  Score: Raw -495459.562235 + Penalty 4038.030138 = -491421.532098
  nChanged 32
		SP:Iteration 17Q (8587.430000 sec): 3 clusters
  Score: Raw -495480.409705 + Penalty 4038.030138 = -491442.379567
  nChanged 23
		SP:Iteration 18Q (8587.440000 sec): 3 clusters
  Score: Raw -495494.258619 + Penalty 4038.030138 = -491456.228481
  nChanged 27
		SP:Iteration 19Q (8587.450000 sec): 3 clusters
  Score: Raw -495510.911130 + Penalty 4038.030138 = -491472.880992
  nChanged 30
		SP:Iteration 20F (8587.460000 sec): 3 clusters
  Score: Raw -495533.368055 + Penalty 4038.030138 = -491495.337917
  nChanged 36
		SP:Iteration 21Q (8587.470000 sec): 3 clusters
  Score: Raw -495562.961419 + Penalty 4038.030138 = -491524.931281
  nChanged 41
		SP:Iteration 22Q (8587.480000 sec): 3 clusters
  Score: Raw -495593.867202 + Penalty 4038.030138 = -491555.837064
  nChanged 39
		SP:Iteration 23Q (8587.490000 sec): 3 clusters
  Score: Raw -495622.630037 + Penalty 4038.030138 = -491584.599900
  nChanged 33
		SP:Iteration 24Q (8587.500000 sec): 3 clusters
  Score: Raw -495641.344392 + Penalty 4038.030138 = -491603.314255
  nChanged 28
		SP:Iteration 25Q (8587.510000 sec): 3 clusters
  Score: Raw -495657.535815 + Penalty 4038.030138 = -491619.505678
  nChanged 24
		SP:Iteration 26Q (8587.520000 sec): 3 clusters
  Score: Raw -495671.424495 + Penalty 4038.030138 = -491633.394358
  nChanged 20
		SP:Iteration 27Q (8587.530000 sec): 3 clusters
  Score: Raw -495681.539293 + Penalty 4038.030138 = -491643.509156
  nChanged 14
		SP:Iteration 28Q (8587.540000 sec): 3 clusters
  Score: Raw -495687.420896 + Penalty 4038.030138 = -491649.390758
  nChanged 11
		SP:Iteration 29Q (8587.550000 sec): 3 clusters
  Score: Raw -495692.174323 + Penalty 4038.030138 = -491654.144186
  nChanged 9
		SP:Iteration 30Q (8587.560000 sec): 3 clusters
  Score: Raw -495695.754131 + Penalty 4038.030138 = -491657.723993
  nChanged 7
		SP:Iteration 31Q (8587.570000 sec): 3 clusters
  Score: Raw -495697.981841 + Penalty 4038.030138 = -491659.951703
  nChanged 5
		SP:Iteration 32Q (8587.580000 sec): 3 clusters
  Score: Raw -495699.214413 + Penalty 4038.030138 = -491661.184275
  nChanged 4
		SP:Iteration 33Q (8587.590000 sec): 3 clusters
  Score: Raw -495701.819741 + Penalty 4038.030138 = -491663.789603
  nChanged 3
		SP:Iteration 34Q (8587.600000 sec): 3 clusters
  Score: Raw -495702.662594 + Penalty 4038.030138 = -491664.632457
  nChanged 1
		SP:Iteration 35Q (8587.610000 sec): 3 clusters
  Score: Raw -495703.112388 + Penalty 4038.030138 = -491665.082251
  nChanged 1
		SP:Iteration 36Q (8587.610000 sec): 3 clusters
  Score: Raw -495703.386569 + Penalty 4038.030138 = -491665.356431
  nChanged 1
		SP:Iteration 37Q (8587.630000 sec): 3 clusters
  Score: Raw -495703.860958 + Penalty 4038.030138 = -491665.830821
  nChanged 1
		SP:Iteration 38Q (8587.630000 sec): 3 clusters
  Score: Raw -495704.273641 + Penalty 4038.030138 = -491666.243504
  nChanged 0
		SP:Iteration 39F (8587.650000 sec): 3 clusters
  Score: Raw -495704.273641 + Penalty 4038.030138 = -491666.243504
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8587.650000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8587.650000 sec): 3 clusters
  Score: Raw -126894.822179 + Penalty 3350.283633 = -123544.538546
  nChanged 208
		SP:Iteration 1F (8587.660000 sec): 3 clusters
  Score: Raw -127166.168403 + Penalty 3350.283633 = -123815.884770
  nChanged 45
		SP:Iteration 2F (8587.660000 sec): 3 clusters
  Score: Raw -127220.319716 + Penalty 3350.283633 = -123870.036083
  nChanged 22
		SP:Iteration 3Q (8587.660000 sec): 3 clusters
  Score: Raw -127254.405521 + Penalty 3350.283633 = -123904.121887
  nChanged 13
		SP:Iteration 4Q (8587.670000 sec): 3 clusters
  Score: Raw -127272.466345 + Penalty 3350.283633 = -123922.182712
  nChanged 5
		SP:Iteration 5Q (8587.670000 sec): 3 clusters
  Score: Raw -127278.997249 + Penalty 3350.283633 = -123928.713615
  nChanged 7
		SP:Iteration 6Q (8587.670000 sec): 3 clusters
  Score: Raw -127285.026986 + Penalty 3350.283633 = -123934.743352
  nChanged 1
		SP:Iteration 7Q (8587.670000 sec): 3 clusters
  Score: Raw -127288.549965 + Penalty 3350.283633 = -123938.266332
  nChanged 0
		SP:Iteration 8F (8587.680000 sec): 3 clusters
  Score: Raw -127288.549965 + Penalty 3350.283633 = -123938.266332
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8587.680000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8587.680000 sec): 3 clusters
  Score: Raw -33623.531324 + Penalty 2756.186719 = -30867.344606
  nChanged 30
		SP:Iteration 1F (8587.680000 sec): 3 clusters
  Score: Raw -33759.464742 + Penalty 2756.186719 = -31003.278023
  nChanged 12
		SP:Iteration 2Q (8587.690000 sec): 3 clusters
  Score: Raw -33821.167754 + Penalty 2756.186719 = -31064.981035
  nChanged 7
		SP:Iteration 3Q (8587.690000 sec): 3 clusters
  Score: Raw -33861.213082 + Penalty 2756.186719 = -31105.026364
  nChanged 9
		SP:Iteration 4Q (8587.690000 sec): 3 clusters
  Score: Raw -33896.333129 + Penalty 2756.186719 = -31140.146410
  nChanged 2
		SP:Iteration 5Q (8587.690000 sec): 3 clusters
  Score: Raw -33911.002471 + Penalty 2756.186719 = -31154.815752
  nChanged 6
		SP:Iteration 6Q (8587.690000 sec): 3 clusters
  Score: Raw -33936.222224 + Penalty 2756.186719 = -31180.035505
  nChanged 4
		SP:Iteration 7Q (8587.690000 sec): 3 clusters
  Score: Raw -33948.757368 + Penalty 2756.186719 = -31192.570650
  nChanged 2
		SP:Iteration 8Q (8587.690000 sec): 3 clusters
  Score: Raw -33957.143490 + Penalty 2756.186719 = -31200.956772
  nChanged 3
		SP:Iteration 9Q (8587.690000 sec): 3 clusters
  Score: Raw -33970.156980 + Penalty 2756.186719 = -31213.970261
  nChanged 3
		SP:Iteration 10Q (8587.690000 sec): 3 clusters
  Score: Raw -33981.395605 + Penalty 2756.186719 = -31225.208887
  nChanged 3
		SP:Iteration 11Q (8587.690000 sec): 3 clusters
  Score: Raw -33994.441744 + Penalty 2756.186719 = -31238.255026
  nChanged 0
		SP:Iteration 12F (8587.690000 sec): 3 clusters
  Score: Raw -33995.652398 + Penalty 2756.186719 = -31239.465680
  nChanged 1
		SP:Iteration 13Q (8587.690000 sec): 3 clusters
  Score: Raw -34006.221211 + Penalty 2756.186719 = -31250.034492
  nChanged 2
		SP:Iteration 14Q (8587.690000 sec): 3 clusters
  Score: Raw -34021.780442 + Penalty 2756.186719 = -31265.593723
  nChanged 0
		SP:Iteration 15F (8587.690000 sec): 3 clusters
  Score: Raw -34021.780442 + Penalty 2756.186719 = -31265.593723
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8587.750000 sec): 2 clusters
  Score: Raw -2059139.694813 + Penalty 2363.951249 = -2056775.743564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8587.790000 sec): 3 clusters
  Score: Raw -2051414.857019 + Penalty 4727.902497 = -2046686.954522
  nChanged 5911
		SP:Iteration 1F (8587.840000 sec): 3 clusters
  Score: Raw -2054556.059180 + Penalty 4727.902497 = -2049828.156683
  nChanged 763
		SP:Iteration 2F (8587.890000 sec): 3 clusters
  Score: Raw -2054862.578139 + Penalty 4727.902497 = -2050134.675641
  nChanged 599
		SP:Iteration 3Q (8587.940000 sec): 3 clusters
  Score: Raw -2055092.676399 + Penalty 4727.902497 = -2050364.773901
  nChanged 512
		SP:Iteration 4Q (8587.990000 sec): 3 clusters
  Score: Raw -2055269.741995 + Penalty 4727.902497 = -2050541.839497
  nChanged 429
		SP:Iteration 5Q (8588.030000 sec): 3 clusters
  Score: Raw -2055395.793239 + Penalty 4727.902497 = -2050667.890742
  nChanged 367
		SP:Iteration 6Q (8588.090000 sec): 3 clusters
  Score: Raw -2055503.684984 + Penalty 4727.902497 = -2050775.782487
  nChanged 336
		SP:Iteration 7Q (8588.130000 sec): 3 clusters
  Score: Raw -2055609.917008 + Penalty 4727.902497 = -2050882.014510
  nChanged 363
		SP:Iteration 8Q (8588.180000 sec): 3 clusters
  Score: Raw -2055724.992102 + Penalty 4727.902497 = -2050997.089604
  nChanged 338
		SP:Iteration 9Q (8588.230000 sec): 3 clusters
  Score: Raw -2055826.936574 + Penalty 4727.902497 = -2051099.034076
  nChanged 301
		SP:Iteration 10Q (8588.280000 sec): 3 clusters
  Score: Raw -2055912.343172 + Penalty 4727.902497 = -2051184.440674
  nChanged 288
		SP:Iteration 11Q (8588.330000 sec): 3 clusters
  Score: Raw -2055988.468408 + Penalty 4727.902497 = -2051260.565911
  nChanged 285
		SP:Iteration 12Q (8588.380000 sec): 3 clusters
  Score: Raw -2056070.899735 + Penalty 4727.902497 = -2051342.997238
  nChanged 264
		SP:Iteration 13Q (8588.430000 sec): 3 clusters
  Score: Raw -2056155.647050 + Penalty 4727.902497 = -2051427.744552
  nChanged 291
		SP:Iteration 14Q (8588.480000 sec): 3 clusters
  Score: Raw -2056271.932999 + Penalty 4727.902497 = -2051544.030502
  nChanged 344
		SP:Iteration 15Q (8588.530000 sec): 3 clusters
  Score: Raw -2056420.639359 + Penalty 4727.902497 = -2051692.736862
  nChanged 387
		SP:Iteration 16Q (8588.570000 sec): 3 clusters
  Score: Raw -2056603.639357 + Penalty 4727.902497 = -2051875.736859
  nChanged 432
		SP:Iteration 17Q (8588.620000 sec): 3 clusters
  Score: Raw -2056820.720150 + Penalty 4727.902497 = -2052092.817653
  nChanged 491
		SP:Iteration 18Q (8588.670000 sec): 3 clusters
  Score: Raw -2057089.184332 + Penalty 4727.902497 = -2052361.281834
  nChanged 483
		SP:Iteration 19Q (8588.710000 sec): 3 clusters
  Score: Raw -2057390.258465 + Penalty 4727.902497 = -2052662.355968
  nChanged 513
		SP:Iteration 20F (8588.760000 sec): 3 clusters
  Score: Raw -2057725.288731 + Penalty 4727.902497 = -2052997.386233
  nChanged 458
		SP:Iteration 21Q (8588.810000 sec): 3 clusters
  Score: Raw -2058049.781591 + Penalty 4727.902497 = -2053321.879094
  nChanged 408
		SP:Iteration 22Q (8588.850000 sec): 3 clusters
  Score: Raw -2058300.360760 + Penalty 4727.902497 = -2053572.458263
  nChanged 332
		SP:Iteration 23Q (8588.900000 sec): 3 clusters
  Score: Raw -2058476.601752 + Penalty 4727.902497 = -2053748.699254
  nChanged 264
		SP:Iteration 24Q (8588.940000 sec): 3 clusters
  Score: Raw -2058609.761148 + Penalty 4727.902497 = -2053881.858650
  nChanged 202
		SP:Iteration 25Q (8588.990000 sec): 3 clusters
  Score: Raw -2058708.433339 + Penalty 4727.902497 = -2053980.530841
  nChanged 182
		SP:Iteration 26Q (8589.030000 sec): 3 clusters
  Score: Raw -2058797.261984 + Penalty 4727.902497 = -2054069.359487
  nChanged 169
		SP:Iteration 27Q (8589.070000 sec): 3 clusters
  Score: Raw -2058880.314217 + Penalty 4727.902497 = -2054152.411720
  nChanged 137
		SP:Iteration 28Q (8589.110000 sec): 3 clusters
  Score: Raw -2058949.659288 + Penalty 4727.902497 = -2054221.756791
  nChanged 126
		SP:Iteration 29Q (8589.150000 sec): 3 clusters
  Score: Raw -2059011.525045 + Penalty 4727.902497 = -2054283.622548
  nChanged 120
		SP:Iteration 30Q (8589.190000 sec): 3 clusters
  Score: Raw -2059071.645221 + Penalty 4727.902497 = -2054343.742724
  nChanged 116
		SP:Iteration 31Q (8589.220000 sec): 3 clusters
  Score: Raw -2059130.553926 + Penalty 4727.902497 = -2054402.651429
  nChanged 99
		SP:Iteration 32Q (8589.260000 sec): 3 clusters
  Score: Raw -2059178.481240 + Penalty 4727.902497 = -2054450.578743
  nChanged 76
		SP:Iteration 33Q (8589.300000 sec): 3 clusters
  Score: Raw -2059214.305765 + Penalty 4727.902497 = -2054486.403268
  nChanged 69
		SP:Iteration 34Q (8589.340000 sec): 3 clusters
  Score: Raw -2059243.253203 + Penalty 4727.902497 = -2054515.350705
  nChanged 49
		SP:Iteration 35Q (8589.380000 sec): 3 clusters
  Score: Raw -2059263.660985 + Penalty 4727.902497 = -2054535.758487
  nChanged 41
		SP:Iteration 36Q (8589.420000 sec): 3 clusters
  Score: Raw -2059282.199766 + Penalty 4727.902497 = -2054554.297269
  nChanged 35
		SP:Iteration 37Q (8589.450000 sec): 3 clusters
  Score: Raw -2059298.435672 + Penalty 4727.902497 = -2054570.533175
  nChanged 44
		SP:Iteration 38Q (8589.490000 sec): 3 clusters
  Score: Raw -2059316.456866 + Penalty 4727.902497 = -2054588.554369
  nChanged 40
		SP:Iteration 39Q (8589.530000 sec): 3 clusters
  Score: Raw -2059333.536233 + Penalty 4727.902497 = -2054605.633736
  nChanged 45
		SP:Iteration 40F (8589.580000 sec): 3 clusters
  Score: Raw -2059355.156266 + Penalty 4727.902497 = -2054627.253768
  nChanged 45
		SP:Iteration 41Q (8589.610000 sec): 3 clusters
  Score: Raw -2059375.127868 + Penalty 4727.902497 = -2054647.225371
  nChanged 39
		SP:Iteration 42Q (8589.650000 sec): 3 clusters
  Score: Raw -2059396.681860 + Penalty 4727.902497 = -2054668.779362
  nChanged 30
		SP:Iteration 43Q (8589.690000 sec): 3 clusters
  Score: Raw -2059411.580084 + Penalty 4727.902497 = -2054683.677587
  nChanged 37
		SP:Iteration 44Q (8589.730000 sec): 3 clusters
  Score: Raw -2059433.873568 + Penalty 4727.902497 = -2054705.971071
  nChanged 39
		SP:Iteration 45Q (8589.760000 sec): 3 clusters
  Score: Raw -2059456.344112 + Penalty 4727.902497 = -2054728.441614
  nChanged 35
		SP:Iteration 46Q (8589.800000 sec): 3 clusters
  Score: Raw -2059480.434544 + Penalty 4727.902497 = -2054752.532047
  nChanged 32
		SP:Iteration 47Q (8589.830000 sec): 3 clusters
  Score: Raw -2059497.045468 + Penalty 4727.902497 = -2054769.142971
  nChanged 20
		SP:Iteration 48Q (8589.870000 sec): 3 clusters
  Score: Raw -2059506.509397 + Penalty 4727.902497 = -2054778.606900
  nChanged 17
		SP:Iteration 49Q (8589.910000 sec): 3 clusters
  Score: Raw -2059517.284757 + Penalty 4727.902497 = -2054789.382259
  nChanged 17
		SP:Iteration 50Q (8589.950000 sec): 3 clusters
  Score: Raw -2059527.964759 + Penalty 4727.902497 = -2054800.062262
  nChanged 15
		SP:Iteration 51Q (8589.980000 sec): 3 clusters
  Score: Raw -2059537.705818 + Penalty 4727.902497 = -2054809.803320
  nChanged 21
		SP:Iteration 52Q (8590.020000 sec): 3 clusters
  Score: Raw -2059547.955452 + Penalty 4727.902497 = -2054820.052954
  nChanged 10
		SP:Iteration 53Q (8590.050000 sec): 3 clusters
  Score: Raw -2059556.401109 + Penalty 4727.902497 = -2054828.498612
  nChanged 17
		SP:Iteration 54Q (8590.090000 sec): 3 clusters
  Score: Raw -2059567.394529 + Penalty 4727.902497 = -2054839.492032
  nChanged 11
		SP:Iteration 55Q (8590.130000 sec): 3 clusters
  Score: Raw -2059574.266684 + Penalty 4727.902497 = -2054846.364187
  nChanged 12
		SP:Iteration 56Q (8590.160000 sec): 3 clusters
  Score: Raw -2059580.125622 + Penalty 4727.902497 = -2054852.223125
  nChanged 9
		SP:Iteration 57Q (8590.190000 sec): 3 clusters
  Score: Raw -2059584.078786 + Penalty 4727.902497 = -2054856.176288
  nChanged 6
		SP:Iteration 58Q (8590.230000 sec): 3 clusters
  Score: Raw -2059586.426489 + Penalty 4727.902497 = -2054858.523992
  nChanged 4
		SP:Iteration 59Q (8590.270000 sec): 3 clusters
  Score: Raw -2059588.863223 + Penalty 4727.902497 = -2054860.960726
  nChanged 3
		SP:Iteration 60F (8590.310000 sec): 3 clusters
  Score: Raw -2059591.176050 + Penalty 4727.902497 = -2054863.273553
  nChanged 3
		SP:Iteration 61Q (8590.350000 sec): 3 clusters
  Score: Raw -2059594.036011 + Penalty 4727.902497 = -2054866.133514
  nChanged 2
		SP:Iteration 62Q (8590.390000 sec): 3 clusters
  Score: Raw -2059594.895434 + Penalty 4727.902497 = -2054866.992936
  nChanged 1
		SP:Iteration 63Q (8590.420000 sec): 3 clusters
  Score: Raw -2059595.382298 + Penalty 4727.902497 = -2054867.479801
  nChanged 1
		SP:Iteration 64Q (8590.460000 sec): 3 clusters
  Score: Raw -2059595.587965 + Penalty 4727.902497 = -2054867.685468
  nChanged 1
		SP:Iteration 65Q (8590.490000 sec): 3 clusters
  Score: Raw -2059595.776738 + Penalty 4727.902497 = -2054867.874240
  nChanged 0
		SP:Iteration 66F (8590.540000 sec): 3 clusters
  Score: Raw -2059595.776738 + Penalty 4727.902497 = -2054867.874240
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8590.770000 sec): 2 clusters
  Score: Raw -10201756.024203 + Penalty 2765.905493 = -10198990.118710
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8591.030000 sec): 3 clusters
  Score: Raw -10157854.202462 + Penalty 5531.810985 = -10152322.391477
  nChanged 32444
		SP:Iteration 1F (8591.290000 sec): 3 clusters
  Score: Raw -10176084.039863 + Penalty 5531.810985 = -10170552.228878
  nChanged 2464
		SP:Iteration 2Q (8591.550000 sec): 3 clusters
  Score: Raw -10176728.198930 + Penalty 5531.810985 = -10171196.387945
  nChanged 2733
		SP:Iteration 3Q (8591.810000 sec): 3 clusters
  Score: Raw -10177631.598278 + Penalty 5531.810985 = -10172099.787293
  nChanged 3288
		SP:Iteration 4Q (8592.070000 sec): 3 clusters
  Score: Raw -10179028.415766 + Penalty 5531.810985 = -10173496.604781
  nChanged 4030
		SP:Iteration 5F (8592.320000 sec): 3 clusters
  Score: Raw -10181246.491723 + Penalty 5531.810985 = -10175714.680738
  nChanged 4930
		SP:Iteration 6F (8592.570000 sec): 3 clusters
  Score: Raw -10184686.232901 + Penalty 5531.810985 = -10179154.421916
  nChanged 5425
		SP:Iteration 7F (8592.830000 sec): 3 clusters
  Score: Raw -10188995.702806 + Penalty 5531.810985 = -10183463.891821
  nChanged 5131
		SP:Iteration 8F (8593.080000 sec): 3 clusters
  Score: Raw -10193429.902840 + Penalty 5531.810985 = -10187898.091855
  nChanged 4015
		SP:Iteration 9F (8593.330000 sec): 3 clusters
  Score: Raw -10197007.877051 + Penalty 5531.810985 = -10191476.066066
  nChanged 2718
		SP:Iteration 10Q (8593.590000 sec): 3 clusters
  Score: Raw -10199392.780972 + Penalty 5531.810985 = -10193860.969987
  nChanged 1574
		SP:Iteration 11Q (8593.830000 sec): 3 clusters
  Score: Raw -10200747.910781 + Penalty 5531.810985 = -10195216.099796
  nChanged 805
		SP:Iteration 12Q (8594.050000 sec): 3 clusters
  Score: Raw -10201427.676769 + Penalty 5531.810985 = -10195895.865784
  nChanged 382
		SP:Iteration 13Q (8594.250000 sec): 3 clusters
  Score: Raw -10201753.317312 + Penalty 5531.810985 = -10196221.506327
  nChanged 179
		SP:Iteration 14Q (8594.450000 sec): 3 clusters
  Score: Raw -10201914.973291 + Penalty 5531.810985 = -10196383.162306
  nChanged 112
		SP:Iteration 15Q (8594.630000 sec): 3 clusters
  Score: Raw -10202003.662798 + Penalty 5531.810985 = -10196471.851813
  nChanged 50
		SP:Iteration 16Q (8594.820000 sec): 3 clusters
  Score: Raw -10202047.445463 + Penalty 5531.810985 = -10196515.634478
  nChanged 45
		SP:Iteration 17Q (8595.000000 sec): 3 clusters
  Score: Raw -10202081.865760 + Penalty 5531.810985 = -10196550.054775
  nChanged 27
		SP:Iteration 18Q (8595.180000 sec): 3 clusters
  Score: Raw -10202098.465194 + Penalty 5531.810985 = -10196566.654209
  nChanged 19
		SP:Iteration 19Q (8595.360000 sec): 3 clusters
  Score: Raw -10202108.464179 + Penalty 5531.810985 = -10196576.653194
  nChanged 11
		SP:Iteration 20F (8595.610000 sec): 3 clusters
  Score: Raw -10202117.209980 + Penalty 5531.810985 = -10196585.398995
  nChanged 10
		SP:Iteration 21Q (8595.790000 sec): 3 clusters
  Score: Raw -10202127.468344 + Penalty 5531.810985 = -10196595.657359
  nChanged 13
		SP:Iteration 22Q (8595.970000 sec): 3 clusters
  Score: Raw -10202140.736629 + Penalty 5531.810985 = -10196608.925644
  nChanged 10
		SP:Iteration 23Q (8596.150000 sec): 3 clusters
  Score: Raw -10202147.669322 + Penalty 5531.810985 = -10196615.858337
  nChanged 7
		SP:Iteration 24Q (8596.330000 sec): 3 clusters
  Score: Raw -10202151.814264 + Penalty 5531.810985 = -10196620.003279
  nChanged 3
		SP:Iteration 25Q (8596.510000 sec): 3 clusters
  Score: Raw -10202153.922466 + Penalty 5531.810985 = -10196622.111481
  nChanged 6
		SP:Iteration 26Q (8596.700000 sec): 3 clusters
  Score: Raw -10202159.225316 + Penalty 5531.810985 = -10196627.414331
  nChanged 8
		SP:Iteration 27Q (8596.880000 sec): 3 clusters
  Score: Raw -10202165.074745 + Penalty 5531.810985 = -10196633.263760
  nChanged 6
		SP:Iteration 28Q (8597.060000 sec): 3 clusters
  Score: Raw -10202171.516160 + Penalty 5531.810985 = -10196639.705175
  nChanged 8
		SP:Iteration 29Q (8597.240000 sec): 3 clusters
  Score: Raw -10202177.447959 + Penalty 5531.810985 = -10196645.636974
  nChanged 4
		SP:Iteration 30Q (8597.420000 sec): 3 clusters
  Score: Raw -10202180.061173 + Penalty 5531.810985 = -10196648.250188
  nChanged 2
		SP:Iteration 31Q (8597.600000 sec): 3 clusters
  Score: Raw -10202181.474832 + Penalty 5531.810985 = -10196649.663847
  nChanged 4
		SP:Iteration 32Q (8597.780000 sec): 3 clusters
  Score: Raw -10202184.594685 + Penalty 5531.810985 = -10196652.783700
  nChanged 0
		SP:Iteration 33F (8598.030000 sec): 3 clusters
  Score: Raw -10202184.594685 + Penalty 5531.810985 = -10196652.783700
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8598.060000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8598.070000 sec): 3 clusters
  Score: Raw -385262.278581 + Penalty 3923.652944 = -381338.625637
  nChanged 933
		SP:Iteration 1F (8598.080000 sec): 3 clusters
  Score: Raw -385840.639080 + Penalty 3923.652944 = -381916.986137
  nChanged 190
		SP:Iteration 2F (8598.090000 sec): 3 clusters
  Score: Raw -385975.975828 + Penalty 3923.652944 = -382052.322885
  nChanged 118
		SP:Iteration 3Q (8598.100000 sec): 3 clusters
  Score: Raw -386053.642836 + Penalty 3923.652944 = -382129.989892
  nChanged 91
		SP:Iteration 4Q (8598.110000 sec): 3 clusters
  Score: Raw -386113.211520 + Penalty 3923.652944 = -382189.558577
  nChanged 61
		SP:Iteration 5Q (8598.120000 sec): 3 clusters
  Score: Raw -386145.845252 + Penalty 3923.652944 = -382222.192308
  nChanged 40
		SP:Iteration 6Q (8598.130000 sec): 3 clusters
  Score: Raw -386168.207440 + Penalty 3923.652944 = -382244.554497
  nChanged 41
		SP:Iteration 7Q (8598.140000 sec): 3 clusters
  Score: Raw -386188.642950 + Penalty 3923.652944 = -382264.990006
  nChanged 21
		SP:Iteration 8Q (8598.150000 sec): 3 clusters
  Score: Raw -386199.812693 + Penalty 3923.652944 = -382276.159749
  nChanged 18
		SP:Iteration 9Q (8598.160000 sec): 3 clusters
  Score: Raw -386210.812808 + Penalty 3923.652944 = -382287.159865
  nChanged 18
		SP:Iteration 10Q (8598.170000 sec): 3 clusters
  Score: Raw -386221.854952 + Penalty 3923.652944 = -382298.202009
  nChanged 25
		SP:Iteration 11Q (8598.170000 sec): 3 clusters
  Score: Raw -386237.364769 + Penalty 3923.652944 = -382313.711825
  nChanged 21
		SP:Iteration 12Q (8598.190000 sec): 3 clusters
  Score: Raw -386249.350024 + Penalty 3923.652944 = -382325.697080
  nChanged 17
		SP:Iteration 13Q (8598.190000 sec): 3 clusters
  Score: Raw -386256.896187 + Penalty 3923.652944 = -382333.243243
  nChanged 12
		SP:Iteration 14Q (8598.200000 sec): 3 clusters
  Score: Raw -386263.473043 + Penalty 3923.652944 = -382339.820099
  nChanged 15
		SP:Iteration 15Q (8598.210000 sec): 3 clusters
  Score: Raw -386270.538318 + Penalty 3923.652944 = -382346.885374
  nChanged 10
		SP:Iteration 16Q (8598.220000 sec): 3 clusters
  Score: Raw -386274.386155 + Penalty 3923.652944 = -382350.733211
  nChanged 5
		SP:Iteration 17Q (8598.230000 sec): 3 clusters
  Score: Raw -386276.497997 + Penalty 3923.652944 = -382352.845053
  nChanged 3
		SP:Iteration 18Q (8598.240000 sec): 3 clusters
  Score: Raw -386277.542385 + Penalty 3923.652944 = -382353.889441
  nChanged 4
		SP:Iteration 19Q (8598.250000 sec): 3 clusters
  Score: Raw -386279.081406 + Penalty 3923.652944 = -382355.428463
  nChanged 1
		SP:Iteration 20F (8598.260000 sec): 3 clusters
  Score: Raw -386279.291768 + Penalty 3923.652944 = -382355.638824
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8598.260000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8598.270000 sec): 3 clusters
  Score: Raw -168800.411727 + Penalty 3494.272938 = -165306.138789
  nChanged 308
		SP:Iteration 1F (8598.270000 sec): 3 clusters
  Score: Raw -169093.534811 + Penalty 3494.272938 = -165599.261873
  nChanged 65
		SP:Iteration 2F (8598.270000 sec): 3 clusters
  Score: Raw -169162.705115 + Penalty 3494.272938 = -165668.432177
  nChanged 27
		SP:Iteration 3Q (8598.280000 sec): 3 clusters
  Score: Raw -169195.004949 + Penalty 3494.272938 = -165700.732011
  nChanged 26
		SP:Iteration 4Q (8598.280000 sec): 3 clusters
  Score: Raw -169222.442126 + Penalty 3494.272938 = -165728.169188
  nChanged 15
		SP:Iteration 5Q (8598.290000 sec): 3 clusters
  Score: Raw -169239.280673 + Penalty 3494.272938 = -165745.007734
  nChanged 11
		SP:Iteration 6Q (8598.290000 sec): 3 clusters
  Score: Raw -169256.229200 + Penalty 3494.272938 = -165761.956262
  nChanged 9
		SP:Iteration 7Q (8598.290000 sec): 3 clusters
  Score: Raw -169267.634146 + Penalty 3494.272938 = -165773.361208
  nChanged 2
		SP:Iteration 8Q (8598.300000 sec): 3 clusters
  Score: Raw -169269.360561 + Penalty 3494.272938 = -165775.087623
  nChanged 3
		SP:Iteration 9Q (8598.300000 sec): 3 clusters
  Score: Raw -169272.033732 + Penalty 3494.272938 = -165777.760794
  nChanged 1
		SP:Iteration 10Q (8598.310000 sec): 3 clusters
  Score: Raw -169272.604319 + Penalty 3494.272938 = -165778.331381
  nChanged 1
		SP:Iteration 11Q (8598.310000 sec): 3 clusters
  Score: Raw -169273.032109 + Penalty 3494.272938 = -165778.759171
  nChanged 0
		SP:Iteration 12F (8598.310000 sec): 3 clusters
  Score: Raw -169273.032109 + Penalty 3494.272938 = -165778.759171
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8598.320000 sec): 2 clusters
  Score: Raw -257203.131277 + Penalty 1864.614590 = -255338.516687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8598.330000 sec): 3 clusters
  Score: Raw -256687.296937 + Penalty 3729.229180 = -252958.067758
  nChanged 652
		SP:Iteration 1F (8598.330000 sec): 3 clusters
  Score: Raw -257722.443796 + Penalty 3729.229180 = -253993.214617
  nChanged 263
		SP:Iteration 2F (8598.340000 sec): 3 clusters
  Score: Raw -258308.142265 + Penalty 3729.229180 = -254578.913085
  nChanged 157
		SP:Iteration 3F (8598.350000 sec): 3 clusters
  Score: Raw -258580.806836 + Penalty 3729.229180 = -254851.577656
  nChanged 79
		SP:Iteration 4Q (8598.350000 sec): 3 clusters
  Score: Raw -258694.084897 + Penalty 3729.229180 = -254964.855718
  nChanged 38
		SP:Iteration 5Q (8598.360000 sec): 3 clusters
  Score: Raw -258757.292815 + Penalty 3729.229180 = -255028.063636
  nChanged 31
		SP:Iteration 6Q (8598.370000 sec): 3 clusters
  Score: Raw -258803.759150 + Penalty 3729.229180 = -255074.529971
  nChanged 21
		SP:Iteration 7Q (8598.370000 sec): 3 clusters
  Score: Raw -258827.902506 + Penalty 3729.229180 = -255098.673326
  nChanged 13
		SP:Iteration 8Q (8598.370000 sec): 3 clusters
  Score: Raw -258839.240519 + Penalty 3729.229180 = -255110.011340
  nChanged 8
		SP:Iteration 9Q (8598.380000 sec): 3 clusters
  Score: Raw -258847.149915 + Penalty 3729.229180 = -255117.920736
  nChanged 3
		SP:Iteration 10Q (8598.390000 sec): 3 clusters
  Score: Raw -258849.808666 + Penalty 3729.229180 = -255120.579486
  nChanged 0
		SP:Iteration 11F (8598.390000 sec): 3 clusters
  Score: Raw -258849.808666 + Penalty 3729.229180 = -255120.579486
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10860 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8598.430000 sec): 2 clusters
  Score: Raw -1659453.063701 + Penalty 2304.624715 = -1657148.438986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8598.470000 sec): 3 clusters
  Score: Raw -1653496.287335 + Penalty 4609.249430 = -1648887.037905
  nChanged 4548
		SP:Iteration 1F (8598.510000 sec): 3 clusters
  Score: Raw -1655860.141262 + Penalty 4609.249430 = -1651250.891831
  nChanged 652
		SP:Iteration 2F (8598.540000 sec): 3 clusters
  Score: Raw -1656131.319206 + Penalty 4609.249430 = -1651522.069776
  nChanged 513
		SP:Iteration 3Q (8598.580000 sec): 3 clusters
  Score: Raw -1656317.263854 + Penalty 4609.249430 = -1651708.014423
  nChanged 410
		SP:Iteration 4Q (8598.620000 sec): 3 clusters
  Score: Raw -1656468.063191 + Penalty 4609.249430 = -1651858.813761
  nChanged 361
		SP:Iteration 5Q (8598.650000 sec): 3 clusters
  Score: Raw -1656583.993125 + Penalty 4609.249430 = -1651974.743694
  nChanged 305
		SP:Iteration 6Q (8598.690000 sec): 3 clusters
  Score: Raw -1656679.376979 + Penalty 4609.249430 = -1652070.127549
  nChanged 272
		SP:Iteration 7Q (8598.730000 sec): 3 clusters
  Score: Raw -1656770.158969 + Penalty 4609.249430 = -1652160.909539
  nChanged 260
		SP:Iteration 8Q (8598.770000 sec): 3 clusters
  Score: Raw -1656861.794942 + Penalty 4609.249430 = -1652252.545511
  nChanged 288
		SP:Iteration 9Q (8598.800000 sec): 3 clusters
  Score: Raw -1656968.197300 + Penalty 4609.249430 = -1652358.947870
  nChanged 311
		SP:Iteration 10Q (8598.840000 sec): 3 clusters
  Score: Raw -1657100.498875 + Penalty 4609.249430 = -1652491.249444
  nChanged 363
		SP:Iteration 11Q (8598.880000 sec): 3 clusters
  Score: Raw -1657293.174049 + Penalty 4609.249430 = -1652683.924619
  nChanged 440
		SP:Iteration 12Q (8598.910000 sec): 3 clusters
  Score: Raw -1657566.571864 + Penalty 4609.249430 = -1652957.322434
  nChanged 495
		SP:Iteration 13Q (8598.950000 sec): 3 clusters
  Score: Raw -1657886.491401 + Penalty 4609.249430 = -1653277.241970
  nChanged 520
		SP:Iteration 14Q (8598.990000 sec): 3 clusters
  Score: Raw -1658284.756737 + Penalty 4609.249430 = -1653675.507306
  nChanged 491
		SP:Iteration 15Q (8599.030000 sec): 3 clusters
  Score: Raw -1658694.336574 + Penalty 4609.249430 = -1654085.087144
  nChanged 427
		SP:Iteration 16Q (8599.060000 sec): 3 clusters
  Score: Raw -1659059.234368 + Penalty 4609.249430 = -1654449.984938
  nChanged 312
		SP:Iteration 17Q (8599.100000 sec): 3 clusters
  Score: Raw -1659327.544107 + Penalty 4609.249430 = -1654718.294677
  nChanged 212
		SP:Iteration 18Q (8599.130000 sec): 3 clusters
  Score: Raw -1659514.853643 + Penalty 4609.249430 = -1654905.604213
  nChanged 148
		SP:Iteration 19Q (8599.170000 sec): 3 clusters
  Score: Raw -1659643.334861 + Penalty 4609.249430 = -1655034.085430
  nChanged 94
		SP:Iteration 20F (8599.200000 sec): 3 clusters
  Score: Raw -1659732.649335 + Penalty 4609.249430 = -1655123.399905
  nChanged 66
		SP:Iteration 21Q (8599.230000 sec): 3 clusters
  Score: Raw -1659796.644224 + Penalty 4609.249430 = -1655187.394794
  nChanged 35
		SP:Iteration 22Q (8599.270000 sec): 3 clusters
  Score: Raw -1659829.819797 + Penalty 4609.249430 = -1655220.570367
  nChanged 26
		SP:Iteration 23Q (8599.290000 sec): 3 clusters
  Score: Raw -1659848.638191 + Penalty 4609.249430 = -1655239.388760
  nChanged 17
		SP:Iteration 24Q (8599.320000 sec): 3 clusters
  Score: Raw -1659863.155840 + Penalty 4609.249430 = -1655253.906409
  nChanged 11
		SP:Iteration 25Q (8599.350000 sec): 3 clusters
  Score: Raw -1659871.847998 + Penalty 4609.249430 = -1655262.598568
  nChanged 7
		SP:Iteration 26Q (8599.380000 sec): 3 clusters
  Score: Raw -1659876.984061 + Penalty 4609.249430 = -1655267.734631
  nChanged 6
		SP:Iteration 27Q (8599.410000 sec): 3 clusters
  Score: Raw -1659883.922388 + Penalty 4609.249430 = -1655274.672957
  nChanged 3
		SP:Iteration 28Q (8599.440000 sec): 3 clusters
  Score: Raw -1659885.824316 + Penalty 4609.249430 = -1655276.574885
  nChanged 2
		SP:Iteration 29Q (8599.470000 sec): 3 clusters
  Score: Raw -1659887.884473 + Penalty 4609.249430 = -1655278.635043
  nChanged 2
		SP:Iteration 30Q (8599.500000 sec): 3 clusters
  Score: Raw -1659888.990661 + Penalty 4609.249430 = -1655279.741231
  nChanged 1
		SP:Iteration 31Q (8599.530000 sec): 3 clusters
  Score: Raw -1659889.735083 + Penalty 4609.249430 = -1655280.485652
  nChanged 2
		SP:Iteration 32Q (8599.560000 sec): 3 clusters
  Score: Raw -1659890.647790 + Penalty 4609.249430 = -1655281.398359
  nChanged 2
		SP:Iteration 33Q (8599.590000 sec): 3 clusters
  Score: Raw -1659892.314242 + Penalty 4609.249430 = -1655283.064811
  nChanged 3
		SP:Iteration 34Q (8599.610000 sec): 3 clusters
  Score: Raw -1659894.146766 + Penalty 4609.249430 = -1655284.897336
  nChanged 5
		SP:Iteration 35Q (8599.650000 sec): 3 clusters
  Score: Raw -1659898.504226 + Penalty 4609.249430 = -1655289.254795
  nChanged 2
		SP:Iteration 36Q (8599.670000 sec): 3 clusters
  Score: Raw -1659900.204879 + Penalty 4609.249430 = -1655290.955449
  nChanged 0
		SP:Iteration 37F (8599.710000 sec): 3 clusters
  Score: Raw -1659900.204879 + Penalty 4609.249430 = -1655290.955449
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8599.750000 sec): 2 clusters
  Score: Raw -1984877.391907 + Penalty 2369.515328 = -1982507.876579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8599.800000 sec): 3 clusters
  Score: Raw -1976933.298490 + Penalty 4739.030657 = -1972194.267834
  nChanged 6093
		SP:Iteration 1F (8599.850000 sec): 3 clusters
  Score: Raw -1980289.275030 + Penalty 4739.030657 = -1975550.244373
  nChanged 961
		SP:Iteration 2F (8599.900000 sec): 3 clusters
  Score: Raw -1980755.345344 + Penalty 4739.030657 = -1976016.314687
  nChanged 785
		SP:Iteration 3F (8599.950000 sec): 3 clusters
  Score: Raw -1981135.511189 + Penalty 4739.030657 = -1976396.480533
  nChanged 677
		SP:Iteration 4Q (8599.990000 sec): 3 clusters
  Score: Raw -1981444.320879 + Penalty 4739.030657 = -1976705.290223
  nChanged 659
		SP:Iteration 5Q (8600.040000 sec): 3 clusters
  Score: Raw -1981777.875997 + Penalty 4739.030657 = -1977038.845340
  nChanged 655
		SP:Iteration 6Q (8600.090000 sec): 3 clusters
  Score: Raw -1982153.411884 + Penalty 4739.030657 = -1977414.381227
  nChanged 676
		SP:Iteration 7Q (8600.140000 sec): 3 clusters
  Score: Raw -1982563.159795 + Penalty 4739.030657 = -1977824.129138
  nChanged 628
		SP:Iteration 8Q (8600.190000 sec): 3 clusters
  Score: Raw -1982962.218192 + Penalty 4739.030657 = -1978223.187535
  nChanged 586
		SP:Iteration 9Q (8600.240000 sec): 3 clusters
  Score: Raw -1983368.224993 + Penalty 4739.030657 = -1978629.194336
  nChanged 580
		SP:Iteration 10Q (8600.290000 sec): 3 clusters
  Score: Raw -1983764.168499 + Penalty 4739.030657 = -1979025.137842
  nChanged 469
		SP:Iteration 11Q (8600.330000 sec): 3 clusters
  Score: Raw -1984132.656934 + Penalty 4739.030657 = -1979393.626278
  nChanged 429
		SP:Iteration 12Q (8600.380000 sec): 3 clusters
  Score: Raw -1984488.362000 + Penalty 4739.030657 = -1979749.331343
  nChanged 335
		SP:Iteration 13Q (8600.430000 sec): 3 clusters
  Score: Raw -1984763.608832 + Penalty 4739.030657 = -1980024.578175
  nChanged 261
		SP:Iteration 14Q (8600.470000 sec): 3 clusters
  Score: Raw -1984975.711575 + Penalty 4739.030657 = -1980236.680918
  nChanged 189
		SP:Iteration 15Q (8600.510000 sec): 3 clusters
  Score: Raw -1985111.115147 + Penalty 4739.030657 = -1980372.084490
  nChanged 127
		SP:Iteration 16Q (8600.550000 sec): 3 clusters
  Score: Raw -1985188.011308 + Penalty 4739.030657 = -1980448.980652
  nChanged 90
		SP:Iteration 17Q (8600.590000 sec): 3 clusters
  Score: Raw -1985246.067235 + Penalty 4739.030657 = -1980507.036579
  nChanged 60
		SP:Iteration 18Q (8600.630000 sec): 3 clusters
  Score: Raw -1985290.272259 + Penalty 4739.030657 = -1980551.241602
  nChanged 49
		SP:Iteration 19Q (8600.670000 sec): 3 clusters
  Score: Raw -1985324.056351 + Penalty 4739.030657 = -1980585.025694
  nChanged 29
		SP:Iteration 20F (8600.720000 sec): 3 clusters
  Score: Raw -1985346.072236 + Penalty 4739.030657 = -1980607.041580
  nChanged 26
		SP:Iteration 21Q (8600.760000 sec): 3 clusters
  Score: Raw -1985361.636491 + Penalty 4739.030657 = -1980622.605834
  nChanged 16
		SP:Iteration 22Q (8600.790000 sec): 3 clusters
  Score: Raw -1985370.578786 + Penalty 4739.030657 = -1980631.548129
  nChanged 14
		SP:Iteration 23Q (8600.830000 sec): 3 clusters
  Score: Raw -1985379.487256 + Penalty 4739.030657 = -1980640.456599
  nChanged 8
		SP:Iteration 24Q (8600.870000 sec): 3 clusters
  Score: Raw -1985387.592326 + Penalty 4739.030657 = -1980648.561669
  nChanged 11
		SP:Iteration 25Q (8600.910000 sec): 3 clusters
  Score: Raw -1985394.130745 + Penalty 4739.030657 = -1980655.100089
  nChanged 8
		SP:Iteration 26Q (8600.950000 sec): 3 clusters
  Score: Raw -1985401.154989 + Penalty 4739.030657 = -1980662.124332
  nChanged 9
		SP:Iteration 27Q (8600.980000 sec): 3 clusters
  Score: Raw -1985407.139950 + Penalty 4739.030657 = -1980668.109294
  nChanged 14
		SP:Iteration 28Q (8601.020000 sec): 3 clusters
  Score: Raw -1985418.167293 + Penalty 4739.030657 = -1980679.136637
  nChanged 10
		SP:Iteration 29Q (8601.060000 sec): 3 clusters
  Score: Raw -1985426.153509 + Penalty 4739.030657 = -1980687.122852
  nChanged 9
		SP:Iteration 30Q (8601.090000 sec): 3 clusters
  Score: Raw -1985433.075035 + Penalty 4739.030657 = -1980694.044379
  nChanged 8
		SP:Iteration 31Q (8601.130000 sec): 3 clusters
  Score: Raw -1985437.298087 + Penalty 4739.030657 = -1980698.267430
  nChanged 11
		SP:Iteration 32Q (8601.170000 sec): 3 clusters
  Score: Raw -1985443.469799 + Penalty 4739.030657 = -1980704.439143
  nChanged 10
		SP:Iteration 33Q (8601.200000 sec): 3 clusters
  Score: Raw -1985448.473811 + Penalty 4739.030657 = -1980709.443155
  nChanged 10
		SP:Iteration 34Q (8601.240000 sec): 3 clusters
  Score: Raw -1985455.742143 + Penalty 4739.030657 = -1980716.711486
  nChanged 8
		SP:Iteration 35Q (8601.270000 sec): 3 clusters
  Score: Raw -1985461.832307 + Penalty 4739.030657 = -1980722.801650
  nChanged 12
		SP:Iteration 36Q (8601.310000 sec): 3 clusters
  Score: Raw -1985468.761988 + Penalty 4739.030657 = -1980729.731332
  nChanged 9
		SP:Iteration 37Q (8601.350000 sec): 3 clusters
  Score: Raw -1985474.071390 + Penalty 4739.030657 = -1980735.040734
  nChanged 7
		SP:Iteration 38Q (8601.380000 sec): 3 clusters
  Score: Raw -1985478.349347 + Penalty 4739.030657 = -1980739.318690
  nChanged 6
		SP:Iteration 39Q (8601.420000 sec): 3 clusters
  Score: Raw -1985482.720285 + Penalty 4739.030657 = -1980743.689629
  nChanged 4
		SP:Iteration 40F (8601.470000 sec): 3 clusters
  Score: Raw -1985485.204064 + Penalty 4739.030657 = -1980746.173407
  nChanged 5
		SP:Iteration 41Q (8601.500000 sec): 3 clusters
  Score: Raw -1985489.336241 + Penalty 4739.030657 = -1980750.305585
  nChanged 6
		SP:Iteration 42Q (8601.540000 sec): 3 clusters
  Score: Raw -1985492.311321 + Penalty 4739.030657 = -1980753.280664
  nChanged 1
		SP:Iteration 43Q (8601.570000 sec): 3 clusters
  Score: Raw -1985492.765804 + Penalty 4739.030657 = -1980753.735148
  nChanged 0
		SP:Iteration 44F (8601.620000 sec): 3 clusters
  Score: Raw -1985492.765804 + Penalty 4739.030657 = -1980753.735148
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8601.630000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8601.630000 sec): 3 clusters
  Score: Raw -73227.763819 + Penalty 3074.445443 = -70153.318376
  nChanged 81
		SP:Iteration 1F (8601.630000 sec): 3 clusters
  Score: Raw -73379.344680 + Penalty 3074.445443 = -70304.899237
  nChanged 23
		SP:Iteration 2Q (8601.630000 sec): 3 clusters
  Score: Raw -73437.299580 + Penalty 3074.445443 = -70362.854136
  nChanged 7
		SP:Iteration 3Q (8601.640000 sec): 3 clusters
  Score: Raw -73451.297956 + Penalty 3074.445443 = -70376.852513
  nChanged 2
		SP:Iteration 4Q (8601.640000 sec): 3 clusters
  Score: Raw -73454.527155 + Penalty 3074.445443 = -70380.081711
  nChanged 2
		SP:Iteration 5Q (8601.640000 sec): 3 clusters
  Score: Raw -73460.411300 + Penalty 3074.445443 = -70385.965857
  nChanged 2
		SP:Iteration 6Q (8601.640000 sec): 3 clusters
  Score: Raw -73464.247739 + Penalty 3074.445443 = -70389.802295
  nChanged 0
		SP:Iteration 7F (8601.650000 sec): 3 clusters
  Score: Raw -73464.247739 + Penalty 3074.445443 = -70389.802295
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8601.650000 sec): 2 clusters
  Score: Raw -309815.793004 + Penalty 1905.598267 = -307910.194737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8601.660000 sec): 3 clusters
  Score: Raw -308952.565355 + Penalty 3811.196534 = -305141.368821
  nChanged 715
		SP:Iteration 1F (8601.670000 sec): 3 clusters
  Score: Raw -309448.920265 + Penalty 3811.196534 = -305637.723731
  nChanged 167
		SP:Iteration 2F (8601.670000 sec): 3 clusters
  Score: Raw -309589.926420 + Penalty 3811.196534 = -305778.729885
  nChanged 103
		SP:Iteration 3Q (8601.690000 sec): 3 clusters
  Score: Raw -309660.147335 + Penalty 3811.196534 = -305848.950800
  nChanged 54
		SP:Iteration 4Q (8601.700000 sec): 3 clusters
  Score: Raw -309695.942422 + Penalty 3811.196534 = -305884.745888
  nChanged 33
		SP:Iteration 5Q (8601.700000 sec): 3 clusters
  Score: Raw -309722.394840 + Penalty 3811.196534 = -305911.198306
  nChanged 28
		SP:Iteration 6Q (8601.710000 sec): 3 clusters
  Score: Raw -309743.015237 + Penalty 3811.196534 = -305931.818702
  nChanged 24
		SP:Iteration 7Q (8601.720000 sec): 3 clusters
  Score: Raw -309757.423937 + Penalty 3811.196534 = -305946.227403
  nChanged 17
		SP:Iteration 8Q (8601.720000 sec): 3 clusters
  Score: Raw -309766.763061 + Penalty 3811.196534 = -305955.566527
  nChanged 11
		SP:Iteration 9Q (8601.730000 sec): 3 clusters
  Score: Raw -309776.858044 + Penalty 3811.196534 = -305965.661509
  nChanged 14
		SP:Iteration 10Q (8601.740000 sec): 3 clusters
  Score: Raw -309787.611481 + Penalty 3811.196534 = -305976.414947
  nChanged 13
		SP:Iteration 11Q (8601.750000 sec): 3 clusters
  Score: Raw -309795.871439 + Penalty 3811.196534 = -305984.674904
  nChanged 9
		SP:Iteration 12Q (8601.760000 sec): 3 clusters
  Score: Raw -309802.032063 + Penalty 3811.196534 = -305990.835528
  nChanged 6
		SP:Iteration 13Q (8601.760000 sec): 3 clusters
  Score: Raw -309805.484158 + Penalty 3811.196534 = -305994.287623
  nChanged 6
		SP:Iteration 14Q (8601.770000 sec): 3 clusters
  Score: Raw -309808.603318 + Penalty 3811.196534 = -305997.406784
  nChanged 4
		SP:Iteration 15Q (8601.780000 sec): 3 clusters
  Score: Raw -309810.749345 + Penalty 3811.196534 = -305999.552811
  nChanged 1
		SP:Iteration 16Q (8601.780000 sec): 3 clusters
  Score: Raw -309811.150953 + Penalty 3811.196534 = -305999.954419
  nChanged 1
		SP:Iteration 17Q (8601.790000 sec): 3 clusters
  Score: Raw -309811.706402 + Penalty 3811.196534 = -306000.509868
  nChanged 0
		SP:Iteration 18F (8601.800000 sec): 3 clusters
  Score: Raw -309811.706402 + Penalty 3811.196534 = -306000.509868
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8601.900000 sec): 2 clusters
  Score: Raw -4594677.129706 + Penalty 2568.397217 = -4592108.732489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8602.020000 sec): 3 clusters
  Score: Raw -4575743.437567 + Penalty 5136.794433 = -4570606.643133
  nChanged 14263
		SP:Iteration 1F (8602.130000 sec): 3 clusters
  Score: Raw -4583588.080828 + Penalty 5136.794433 = -4578451.286395
  nChanged 1370
		SP:Iteration 2Q (8602.250000 sec): 3 clusters
  Score: Raw -4584017.299867 + Penalty 5136.794433 = -4578880.505434
  nChanged 1216
		SP:Iteration 3Q (8602.360000 sec): 3 clusters
  Score: Raw -4584423.862186 + Penalty 5136.794433 = -4579287.067753
  nChanged 1202
		SP:Iteration 4Q (8602.480000 sec): 3 clusters
  Score: Raw -4584856.041025 + Penalty 5136.794433 = -4579719.246592
  nChanged 1303
		SP:Iteration 5Q (8602.590000 sec): 3 clusters
  Score: Raw -4585401.737416 + Penalty 5136.794433 = -4580264.942983
  nChanged 1410
		SP:Iteration 6Q (8602.710000 sec): 3 clusters
  Score: Raw -4586081.070565 + Penalty 5136.794433 = -4580944.276132
  nChanged 1684
		SP:Iteration 7F (8602.820000 sec): 3 clusters
  Score: Raw -4587003.184490 + Penalty 5136.794433 = -4581866.390057
  nChanged 1906
		SP:Iteration 8F (8602.930000 sec): 3 clusters
  Score: Raw -4588272.801136 + Penalty 5136.794433 = -4583136.006703
  nChanged 2102
		SP:Iteration 9F (8603.050000 sec): 3 clusters
  Score: Raw -4589819.896074 + Penalty 5136.794433 = -4584683.101641
  nChanged 1958
		SP:Iteration 10F (8603.160000 sec): 3 clusters
  Score: Raw -4591333.351924 + Penalty 5136.794433 = -4586196.557490
  nChanged 1561
		SP:Iteration 11Q (8603.270000 sec): 3 clusters
  Score: Raw -4592457.421847 + Penalty 5136.794433 = -4587320.627413
  nChanged 1114
		SP:Iteration 12Q (8603.380000 sec): 3 clusters
  Score: Raw -4593177.565137 + Penalty 5136.794433 = -4588040.770703
  nChanged 799
		SP:Iteration 13Q (8603.500000 sec): 3 clusters
  Score: Raw -4593663.676597 + Penalty 5136.794433 = -4588526.882164
  nChanged 561
		SP:Iteration 14Q (8603.610000 sec): 3 clusters
  Score: Raw -4594070.081107 + Penalty 5136.794433 = -4588933.286674
  nChanged 409
		SP:Iteration 15Q (8603.720000 sec): 3 clusters
  Score: Raw -4594466.363580 + Penalty 5136.794433 = -4589329.569146
  nChanged 295
		SP:Iteration 16Q (8603.820000 sec): 3 clusters
  Score: Raw -4594861.433719 + Penalty 5136.794433 = -4589724.639285
  nChanged 221
		SP:Iteration 17Q (8603.910000 sec): 3 clusters
  Score: Raw -4595172.492986 + Penalty 5136.794433 = -4590035.698553
  nChanged 192
		SP:Iteration 18Q (8604.000000 sec): 3 clusters
  Score: Raw -4595394.146564 + Penalty 5136.794433 = -4590257.352131
  nChanged 140
		SP:Iteration 19Q (8604.090000 sec): 3 clusters
  Score: Raw -4595510.965761 + Penalty 5136.794433 = -4590374.171328
  nChanged 106
		SP:Iteration 20F (8604.200000 sec): 3 clusters
  Score: Raw -4595574.323809 + Penalty 5136.794433 = -4590437.529376
  nChanged 75
		SP:Iteration 21Q (8604.280000 sec): 3 clusters
  Score: Raw -4595611.184668 + Penalty 5136.794433 = -4590474.390234
  nChanged 63
		SP:Iteration 22Q (8604.360000 sec): 3 clusters
  Score: Raw -4595638.429577 + Penalty 5136.794433 = -4590501.635143
  nChanged 54
		SP:Iteration 23Q (8604.450000 sec): 3 clusters
  Score: Raw -4595658.043914 + Penalty 5136.794433 = -4590521.249481
  nChanged 33
		SP:Iteration 24Q (8604.530000 sec): 3 clusters
  Score: Raw -4595670.246551 + Penalty 5136.794433 = -4590533.452117
  nChanged 24
		SP:Iteration 25Q (8604.610000 sec): 3 clusters
  Score: Raw -4595679.386749 + Penalty 5136.794433 = -4590542.592315
  nChanged 29
		SP:Iteration 26Q (8604.700000 sec): 3 clusters
  Score: Raw -4595687.921830 + Penalty 5136.794433 = -4590551.127397
  nChanged 24
		SP:Iteration 27Q (8604.780000 sec): 3 clusters
  Score: Raw -4595695.966250 + Penalty 5136.794433 = -4590559.171816
  nChanged 19
		SP:Iteration 28Q (8604.860000 sec): 3 clusters
  Score: Raw -4595700.040292 + Penalty 5136.794433 = -4590563.245859
  nChanged 10
		SP:Iteration 29Q (8604.940000 sec): 3 clusters
  Score: Raw -4595702.190091 + Penalty 5136.794433 = -4590565.395658
  nChanged 6
		SP:Iteration 30Q (8605.030000 sec): 3 clusters
  Score: Raw -4595703.796355 + Penalty 5136.794433 = -4590567.001922
  nChanged 6
		SP:Iteration 31Q (8605.110000 sec): 3 clusters
  Score: Raw -4595704.940848 + Penalty 5136.794433 = -4590568.146415
  nChanged 6
		SP:Iteration 32Q (8605.190000 sec): 3 clusters
  Score: Raw -4595706.235293 + Penalty 5136.794433 = -4590569.440860
  nChanged 7
		SP:Iteration 33Q (8605.280000 sec): 3 clusters
  Score: Raw -4595707.682862 + Penalty 5136.794433 = -4590570.888428
  nChanged 7
		SP:Iteration 34Q (8605.360000 sec): 3 clusters
  Score: Raw -4595709.796049 + Penalty 5136.794433 = -4590573.001616
  nChanged 5
		SP:Iteration 35Q (8605.440000 sec): 3 clusters
  Score: Raw -4595710.678767 + Penalty 5136.794433 = -4590573.884333
  nChanged 2
		SP:Iteration 36Q (8605.530000 sec): 3 clusters
  Score: Raw -4595711.115328 + Penalty 5136.794433 = -4590574.320895
  nChanged 2
		SP:Iteration 37Q (8605.610000 sec): 3 clusters
  Score: Raw -4595711.399070 + Penalty 5136.794433 = -4590574.604637
  nChanged 4
		SP:Iteration 38Q (8605.700000 sec): 3 clusters
  Score: Raw -4595712.016438 + Penalty 5136.794433 = -4590575.222005
  nChanged 2
		SP:Iteration 39Q (8605.780000 sec): 3 clusters
  Score: Raw -4595712.278905 + Penalty 5136.794433 = -4590575.484472
  nChanged 0
		SP:Iteration 40F (8605.890000 sec): 3 clusters
  Score: Raw -4595712.278905 + Penalty 5136.794433 = -4590575.484472
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8606.210000 sec): 2 clusters
  Score: Raw -14339023.494785 + Penalty 2851.716528 = -14336171.778257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8606.570000 sec): 3 clusters
  Score: Raw -14275811.723985 + Penalty 5703.433055 = -14270108.290929
  nChanged 46563
		SP:Iteration 1F (8606.930000 sec): 3 clusters
  Score: Raw -14302645.951347 + Penalty 5703.433055 = -14296942.518292
  nChanged 3630
		SP:Iteration 2Q (8607.290000 sec): 3 clusters
  Score: Raw -14303693.061976 + Penalty 5703.433055 = -14297989.628921
  nChanged 3967
		SP:Iteration 3Q (8607.660000 sec): 3 clusters
  Score: Raw -14305057.592536 + Penalty 5703.433055 = -14299354.159481
  nChanged 4632
		SP:Iteration 4Q (8608.030000 sec): 3 clusters
  Score: Raw -14306983.557298 + Penalty 5703.433055 = -14301280.124243
  nChanged 5477
		SP:Iteration 5F (8608.390000 sec): 3 clusters
  Score: Raw -14309759.898947 + Penalty 5703.433055 = -14304056.465891
  nChanged 6098
		SP:Iteration 6F (8608.740000 sec): 3 clusters
  Score: Raw -14313156.440742 + Penalty 5703.433055 = -14307453.007686
  nChanged 6139
		SP:Iteration 7F (8609.100000 sec): 3 clusters
  Score: Raw -14316804.315104 + Penalty 5703.433055 = -14311100.882049
  nChanged 5993
		SP:Iteration 8F (8609.460000 sec): 3 clusters
  Score: Raw -14320500.832078 + Penalty 5703.433055 = -14314797.399022
  nChanged 5244
		SP:Iteration 9F (8609.830000 sec): 3 clusters
  Score: Raw -14323808.598458 + Penalty 5703.433055 = -14318105.165403
  nChanged 4484
		SP:Iteration 10Q (8610.200000 sec): 3 clusters
  Score: Raw -14326861.853521 + Penalty 5703.433055 = -14321158.420466
  nChanged 3853
		SP:Iteration 11Q (8610.560000 sec): 3 clusters
  Score: Raw -14329581.821472 + Penalty 5703.433055 = -14323878.388416
  nChanged 3175
		SP:Iteration 12Q (8610.910000 sec): 3 clusters
  Score: Raw -14331882.134597 + Penalty 5703.433055 = -14326178.701542
  nChanged 2535
		SP:Iteration 13Q (8611.250000 sec): 3 clusters
  Score: Raw -14333686.674300 + Penalty 5703.433055 = -14327983.241245
  nChanged 1936
		SP:Iteration 14Q (8611.570000 sec): 3 clusters
  Score: Raw -14335049.050535 + Penalty 5703.433055 = -14329345.617480
  nChanged 1568
		SP:Iteration 15Q (8611.880000 sec): 3 clusters
  Score: Raw -14336152.344728 + Penalty 5703.433055 = -14330448.911673
  nChanged 1218
		SP:Iteration 16Q (8612.170000 sec): 3 clusters
  Score: Raw -14336996.282352 + Penalty 5703.433055 = -14331292.849297
  nChanged 955
		SP:Iteration 17Q (8612.460000 sec): 3 clusters
  Score: Raw -14337643.986877 + Penalty 5703.433055 = -14331940.553822
  nChanged 715
		SP:Iteration 18Q (8612.740000 sec): 3 clusters
  Score: Raw -14338111.028879 + Penalty 5703.433055 = -14332407.595824
  nChanged 593
		SP:Iteration 19Q (8613.020000 sec): 3 clusters
  Score: Raw -14338482.847107 + Penalty 5703.433055 = -14332779.414051
  nChanged 492
		SP:Iteration 20F (8613.370000 sec): 3 clusters
  Score: Raw -14338779.206153 + Penalty 5703.433055 = -14333075.773098
  nChanged 410
		SP:Iteration 21Q (8613.640000 sec): 3 clusters
  Score: Raw -14339000.399805 + Penalty 5703.433055 = -14333296.966750
  nChanged 347
		SP:Iteration 22Q (8613.910000 sec): 3 clusters
  Score: Raw -14339176.786390 + Penalty 5703.433055 = -14333473.353335
  nChanged 273
		SP:Iteration 23Q (8614.170000 sec): 3 clusters
  Score: Raw -14339288.749225 + Penalty 5703.433055 = -14333585.316170
  nChanged 216
		SP:Iteration 24Q (8614.440000 sec): 3 clusters
  Score: Raw -14339383.998943 + Penalty 5703.433055 = -14333680.565888
  nChanged 185
		SP:Iteration 25Q (8614.710000 sec): 3 clusters
  Score: Raw -14339453.118138 + Penalty 5703.433055 = -14333749.685083
  nChanged 156
		SP:Iteration 26Q (8614.970000 sec): 3 clusters
  Score: Raw -14339508.705923 + Penalty 5703.433055 = -14333805.272868
  nChanged 150
		SP:Iteration 27Q (8615.240000 sec): 3 clusters
  Score: Raw -14339560.867351 + Penalty 5703.433055 = -14333857.434295
  nChanged 116
		SP:Iteration 28Q (8615.500000 sec): 3 clusters
  Score: Raw -14339599.875377 + Penalty 5703.433055 = -14333896.442322
  nChanged 113
		SP:Iteration 29Q (8615.760000 sec): 3 clusters
  Score: Raw -14339635.965520 + Penalty 5703.433055 = -14333932.532465
  nChanged 98
		SP:Iteration 30Q (8616.030000 sec): 3 clusters
  Score: Raw -14339669.841919 + Penalty 5703.433055 = -14333966.408864
  nChanged 86
		SP:Iteration 31Q (8616.290000 sec): 3 clusters
  Score: Raw -14339699.123502 + Penalty 5703.433055 = -14333995.690447
  nChanged 84
		SP:Iteration 32Q (8616.550000 sec): 3 clusters
  Score: Raw -14339723.942044 + Penalty 5703.433055 = -14334020.508988
  nChanged 71
		SP:Iteration 33Q (8616.810000 sec): 3 clusters
  Score: Raw -14339742.593057 + Penalty 5703.433055 = -14334039.160002
  nChanged 53
		SP:Iteration 34Q (8617.080000 sec): 3 clusters
  Score: Raw -14339758.635832 + Penalty 5703.433055 = -14334055.202777
  nChanged 54
		SP:Iteration 35Q (8617.340000 sec): 3 clusters
  Score: Raw -14339772.521873 + Penalty 5703.433055 = -14334069.088818
  nChanged 39
		SP:Iteration 36Q (8617.600000 sec): 3 clusters
  Score: Raw -14339783.167948 + Penalty 5703.433055 = -14334079.734892
  nChanged 37
		SP:Iteration 37Q (8617.860000 sec): 3 clusters
  Score: Raw -14339791.472518 + Penalty 5703.433055 = -14334088.039463
  nChanged 31
		SP:Iteration 38Q (8618.120000 sec): 3 clusters
  Score: Raw -14339798.120960 + Penalty 5703.433055 = -14334094.687905
  nChanged 28
		SP:Iteration 39Q (8618.380000 sec): 3 clusters
  Score: Raw -14339805.582755 + Penalty 5703.433055 = -14334102.149700
  nChanged 27
		SP:Iteration 40F (8618.730000 sec): 3 clusters
  Score: Raw -14339811.124812 + Penalty 5703.433055 = -14334107.691756
  nChanged 22
		SP:Iteration 41Q (8618.990000 sec): 3 clusters
  Score: Raw -14339815.574630 + Penalty 5703.433055 = -14334112.141575
  nChanged 23
		SP:Iteration 42Q (8619.250000 sec): 3 clusters
  Score: Raw -14339819.785102 + Penalty 5703.433055 = -14334116.352047
  nChanged 12
		SP:Iteration 43Q (8619.510000 sec): 3 clusters
  Score: Raw -14339822.248392 + Penalty 5703.433055 = -14334118.815337
  nChanged 11
		SP:Iteration 44Q (8619.770000 sec): 3 clusters
  Score: Raw -14339825.003833 + Penalty 5703.433055 = -14334121.570778
  nChanged 13
		SP:Iteration 45Q (8620.030000 sec): 3 clusters
  Score: Raw -14339827.577562 + Penalty 5703.433055 = -14334124.144507
  nChanged 16
		SP:Iteration 46Q (8620.290000 sec): 3 clusters
  Score: Raw -14339831.655601 + Penalty 5703.433055 = -14334128.222546
  nChanged 24
		SP:Iteration 47Q (8620.550000 sec): 3 clusters
  Score: Raw -14339836.185791 + Penalty 5703.433055 = -14334132.752736
  nChanged 11
		SP:Iteration 48Q (8620.810000 sec): 3 clusters
  Score: Raw -14339838.409020 + Penalty 5703.433055 = -14334134.975964
  nChanged 11
		SP:Iteration 49Q (8621.070000 sec): 3 clusters
  Score: Raw -14339841.319578 + Penalty 5703.433055 = -14334137.886523
  nChanged 11
		SP:Iteration 50Q (8621.330000 sec): 3 clusters
  Score: Raw -14339844.448240 + Penalty 5703.433055 = -14334141.015185
  nChanged 12
		SP:Iteration 51Q (8621.590000 sec): 3 clusters
  Score: Raw -14339846.342668 + Penalty 5703.433055 = -14334142.909613
  nChanged 14
		SP:Iteration 52Q (8621.850000 sec): 3 clusters
  Score: Raw -14339851.225659 + Penalty 5703.433055 = -14334147.792604
  nChanged 18
		SP:Iteration 53Q (8622.110000 sec): 3 clusters
  Score: Raw -14339854.537404 + Penalty 5703.433055 = -14334151.104349
  nChanged 11
		SP:Iteration 54Q (8622.370000 sec): 3 clusters
  Score: Raw -14339857.185341 + Penalty 5703.433055 = -14334153.752286
  nChanged 13
		SP:Iteration 55Q (8622.630000 sec): 3 clusters
  Score: Raw -14339859.575232 + Penalty 5703.433055 = -14334156.142177
  nChanged 9
		SP:Iteration 56Q (8622.890000 sec): 3 clusters
  Score: Raw -14339861.281913 + Penalty 5703.433055 = -14334157.848858
  nChanged 10
		SP:Iteration 57Q (8623.150000 sec): 3 clusters
  Score: Raw -14339863.416949 + Penalty 5703.433055 = -14334159.983894
  nChanged 10
		SP:Iteration 58Q (8623.410000 sec): 3 clusters
  Score: Raw -14339865.937296 + Penalty 5703.433055 = -14334162.504241
  nChanged 11
		SP:Iteration 59Q (8623.670000 sec): 3 clusters
  Score: Raw -14339867.824455 + Penalty 5703.433055 = -14334164.391400
  nChanged 9
		SP:Iteration 60F (8624.020000 sec): 3 clusters
  Score: Raw -14339870.297577 + Penalty 5703.433055 = -14334166.864522
  nChanged 7
		SP:Iteration 61Q (8624.280000 sec): 3 clusters
  Score: Raw -14339873.332104 + Penalty 5703.433055 = -14334169.899048
  nChanged 12
		SP:Iteration 62Q (8624.540000 sec): 3 clusters
  Score: Raw -14339875.935633 + Penalty 5703.433055 = -14334172.502578
  nChanged 12
		SP:Iteration 63Q (8624.810000 sec): 3 clusters
  Score: Raw -14339877.866255 + Penalty 5703.433055 = -14334174.433200
  nChanged 9
		SP:Iteration 64Q (8625.070000 sec): 3 clusters
  Score: Raw -14339880.212612 + Penalty 5703.433055 = -14334176.779557
  nChanged 9
		SP:Iteration 65Q (8625.330000 sec): 3 clusters
  Score: Raw -14339883.188916 + Penalty 5703.433055 = -14334179.755861
  nChanged 11
		SP:Iteration 66Q (8625.590000 sec): 3 clusters
  Score: Raw -14339885.338490 + Penalty 5703.433055 = -14334181.905435
  nChanged 6
		SP:Iteration 67Q (8625.860000 sec): 3 clusters
  Score: Raw -14339886.582058 + Penalty 5703.433055 = -14334183.149003
  nChanged 10
		SP:Iteration 68Q (8626.130000 sec): 3 clusters
  Score: Raw -14339888.964068 + Penalty 5703.433055 = -14334185.531013
  nChanged 3
		SP:Iteration 69Q (8626.380000 sec): 3 clusters
  Score: Raw -14339889.903827 + Penalty 5703.433055 = -14334186.470772
  nChanged 6
		SP:Iteration 70Q (8626.650000 sec): 3 clusters
  Score: Raw -14339891.143667 + Penalty 5703.433055 = -14334187.710612
  nChanged 4
		SP:Iteration 71Q (8626.910000 sec): 3 clusters
  Score: Raw -14339891.732183 + Penalty 5703.433055 = -14334188.299127
  nChanged 2
		SP:Iteration 72Q (8627.170000 sec): 3 clusters
  Score: Raw -14339892.018494 + Penalty 5703.433055 = -14334188.585439
  nChanged 1
		SP:Iteration 73Q (8627.440000 sec): 3 clusters
  Score: Raw -14339892.356438 + Penalty 5703.433055 = -14334188.923382
  nChanged 1
		SP:Iteration 74Q (8627.700000 sec): 3 clusters
  Score: Raw -14339892.652568 + Penalty 5703.433055 = -14334189.219512
  nChanged 3
		SP:Iteration 75Q (8627.960000 sec): 3 clusters
  Score: Raw -14339893.271260 + Penalty 5703.433055 = -14334189.838205
  nChanged 2
		SP:Iteration 76Q (8628.230000 sec): 3 clusters
  Score: Raw -14339894.430791 + Penalty 5703.433055 = -14334190.997736
  nChanged 5
		SP:Iteration 77Q (8628.490000 sec): 3 clusters
  Score: Raw -14339896.042511 + Penalty 5703.433055 = -14334192.609456
  nChanged 4
		SP:Iteration 78Q (8628.750000 sec): 3 clusters
  Score: Raw -14339896.769154 + Penalty 5703.433055 = -14334193.336098
  nChanged 3
		SP:Iteration 79Q (8629.010000 sec): 3 clusters
  Score: Raw -14339897.136433 + Penalty 5703.433055 = -14334193.703378
  nChanged 2
		SP:Iteration 80F (8629.370000 sec): 3 clusters
  Score: Raw -14339897.785258 + Penalty 5703.433055 = -14334194.352203
  nChanged 3
		SP:Iteration 81Q (8629.640000 sec): 3 clusters
  Score: Raw -14339898.408915 + Penalty 5703.433055 = -14334194.975860
  nChanged 3
		SP:Iteration 82Q (8629.900000 sec): 3 clusters
  Score: Raw -14339898.726928 + Penalty 5703.433055 = -14334195.293873
  nChanged 2
		SP:Iteration 83Q (8630.170000 sec): 3 clusters
  Score: Raw -14339899.071412 + Penalty 5703.433055 = -14334195.638356
  nChanged 2
		SP:Iteration 84Q (8630.430000 sec): 3 clusters
  Score: Raw -14339899.231520 + Penalty 5703.433055 = -14334195.798465
  nChanged 3
		SP:Iteration 85Q (8630.690000 sec): 3 clusters
  Score: Raw -14339899.613392 + Penalty 5703.433055 = -14334196.180337
  nChanged 3
		SP:Iteration 86Q (8630.960000 sec): 3 clusters
  Score: Raw -14339900.024877 + Penalty 5703.433055 = -14334196.591822
  nChanged 3
		SP:Iteration 87Q (8631.220000 sec): 3 clusters
  Score: Raw -14339900.628882 + Penalty 5703.433055 = -14334197.195827
  nChanged 1
		SP:Iteration 88Q (8631.490000 sec): 3 clusters
  Score: Raw -14339900.746815 + Penalty 5703.433055 = -14334197.313760
  nChanged 0
		SP:Iteration 89F (8631.850000 sec): 3 clusters
  Score: Raw -14339900.746815 + Penalty 5703.433055 = -14334197.313760
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8631.980000 sec): 2 clusters
  Score: Raw -5651717.706007 + Penalty 2605.046030 = -5649112.659977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8632.120000 sec): 3 clusters
  Score: Raw -5629487.393411 + Penalty 5210.092060 = -5624277.301351
  nChanged 16538
		SP:Iteration 1F (8632.250000 sec): 3 clusters
  Score: Raw -5638441.093932 + Penalty 5210.092060 = -5633231.001871
  nChanged 1612
		SP:Iteration 2Q (8632.390000 sec): 3 clusters
  Score: Raw -5638923.754111 + Penalty 5210.092060 = -5633713.662050
  nChanged 1412
		SP:Iteration 3Q (8632.530000 sec): 3 clusters
  Score: Raw -5639359.996841 + Penalty 5210.092060 = -5634149.904781
  nChanged 1362
		SP:Iteration 4Q (8632.660000 sec): 3 clusters
  Score: Raw -5639809.926694 + Penalty 5210.092060 = -5634599.834634
  nChanged 1387
		SP:Iteration 5Q (8632.800000 sec): 3 clusters
  Score: Raw -5640326.116530 + Penalty 5210.092060 = -5635116.024469
  nChanged 1419
		SP:Iteration 6Q (8632.930000 sec): 3 clusters
  Score: Raw -5640942.181279 + Penalty 5210.092060 = -5635732.089219
  nChanged 1610
		SP:Iteration 7Q (8633.070000 sec): 3 clusters
  Score: Raw -5641795.178242 + Penalty 5210.092060 = -5636585.086182
  nChanged 1891
		SP:Iteration 8F (8633.210000 sec): 3 clusters
  Score: Raw -5642975.523426 + Penalty 5210.092060 = -5637765.431365
  nChanged 2135
		SP:Iteration 9F (8633.340000 sec): 3 clusters
  Score: Raw -5644520.872899 + Penalty 5210.092060 = -5639310.780839
  nChanged 2235
		SP:Iteration 10F (8633.470000 sec): 3 clusters
  Score: Raw -5646249.447148 + Penalty 5210.092060 = -5641039.355088
  nChanged 2175
		SP:Iteration 11F (8633.610000 sec): 3 clusters
  Score: Raw -5648045.065111 + Penalty 5210.092060 = -5642834.973051
  nChanged 1862
		SP:Iteration 12F (8633.740000 sec): 3 clusters
  Score: Raw -5649616.656866 + Penalty 5210.092060 = -5644406.564806
  nChanged 1284
		SP:Iteration 13Q (8633.850000 sec): 3 clusters
  Score: Raw -5650682.451671 + Penalty 5210.092060 = -5645472.359610
  nChanged 709
		SP:Iteration 14Q (8633.960000 sec): 3 clusters
  Score: Raw -5651227.230249 + Penalty 5210.092060 = -5646017.138188
  nChanged 379
		SP:Iteration 15Q (8634.070000 sec): 3 clusters
  Score: Raw -5651541.207093 + Penalty 5210.092060 = -5646331.115032
  nChanged 224
		SP:Iteration 16Q (8634.170000 sec): 3 clusters
  Score: Raw -5651731.694070 + Penalty 5210.092060 = -5646521.602010
  nChanged 139
		SP:Iteration 17Q (8634.270000 sec): 3 clusters
  Score: Raw -5651842.725847 + Penalty 5210.092060 = -5646632.633786
  nChanged 84
		SP:Iteration 18Q (8634.360000 sec): 3 clusters
  Score: Raw -5651909.262901 + Penalty 5210.092060 = -5646699.170840
  nChanged 44
		SP:Iteration 19Q (8634.450000 sec): 3 clusters
  Score: Raw -5651942.282982 + Penalty 5210.092060 = -5646732.190922
  nChanged 35
		SP:Iteration 20F (8634.590000 sec): 3 clusters
  Score: Raw -5651980.186626 + Penalty 5210.092060 = -5646770.094565
  nChanged 24
		SP:Iteration 21Q (8634.680000 sec): 3 clusters
  Score: Raw -5652004.361936 + Penalty 5210.092060 = -5646794.269875
  nChanged 19
		SP:Iteration 22Q (8634.770000 sec): 3 clusters
  Score: Raw -5652019.242404 + Penalty 5210.092060 = -5646809.150343
  nChanged 14
		SP:Iteration 23Q (8634.860000 sec): 3 clusters
  Score: Raw -5652030.266318 + Penalty 5210.092060 = -5646820.174258
  nChanged 12
		SP:Iteration 24Q (8634.950000 sec): 3 clusters
  Score: Raw -5652042.184714 + Penalty 5210.092060 = -5646832.092654
  nChanged 9
		SP:Iteration 25Q (8635.040000 sec): 3 clusters
  Score: Raw -5652048.839113 + Penalty 5210.092060 = -5646838.747053
  nChanged 6
		SP:Iteration 26Q (8635.130000 sec): 3 clusters
  Score: Raw -5652054.444652 + Penalty 5210.092060 = -5646844.352592
  nChanged 5
		SP:Iteration 27Q (8635.230000 sec): 3 clusters
  Score: Raw -5652058.357131 + Penalty 5210.092060 = -5646848.265070
  nChanged 5
		SP:Iteration 28Q (8635.310000 sec): 3 clusters
  Score: Raw -5652062.784878 + Penalty 5210.092060 = -5646852.692818
  nChanged 4
		SP:Iteration 29Q (8635.410000 sec): 3 clusters
  Score: Raw -5652066.163243 + Penalty 5210.092060 = -5646856.071183
  nChanged 0
		SP:Iteration 30F (8635.540000 sec): 3 clusters
  Score: Raw -5652066.163243 + Penalty 5210.092060 = -5646856.071183
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8635.860000 sec): 2 clusters
  Score: Raw -14570628.045756 + Penalty 2851.799513 = -14567776.246243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8636.230000 sec): 3 clusters
  Score: Raw -14507459.639684 + Penalty 5703.599026 = -14501756.040658
  nChanged 46767
		SP:Iteration 1F (8636.600000 sec): 3 clusters
  Score: Raw -14534264.046476 + Penalty 5703.599026 = -14528560.447449
  nChanged 3725
		SP:Iteration 2Q (8636.980000 sec): 3 clusters
  Score: Raw -14535406.673586 + Penalty 5703.599026 = -14529703.074559
  nChanged 4399
		SP:Iteration 3Q (8637.350000 sec): 3 clusters
  Score: Raw -14537142.740354 + Penalty 5703.599026 = -14531439.141327
  nChanged 5645
		SP:Iteration 4F (8637.710000 sec): 3 clusters
  Score: Raw -14540086.777781 + Penalty 5703.599026 = -14534383.178754
  nChanged 7116
		SP:Iteration 5F (8638.070000 sec): 3 clusters
  Score: Raw -14544829.776756 + Penalty 5703.599026 = -14539126.177729
  nChanged 8057
		SP:Iteration 6F (8638.440000 sec): 3 clusters
  Score: Raw -14551152.246386 + Penalty 5703.599026 = -14545448.647359
  nChanged 7712
		SP:Iteration 7F (8638.810000 sec): 3 clusters
  Score: Raw -14557661.095999 + Penalty 5703.599026 = -14551957.496973
  nChanged 6112
		SP:Iteration 8F (8639.170000 sec): 3 clusters
  Score: Raw -14562974.002759 + Penalty 5703.599026 = -14557270.403733
  nChanged 4100
		SP:Iteration 9Q (8639.540000 sec): 3 clusters
  Score: Raw -14566494.711574 + Penalty 5703.599026 = -14560791.112547
  nChanged 2471
		SP:Iteration 10Q (8639.900000 sec): 3 clusters
  Score: Raw -14568675.453657 + Penalty 5703.599026 = -14562971.854630
  nChanged 1302
		SP:Iteration 11Q (8640.230000 sec): 3 clusters
  Score: Raw -14569857.910194 + Penalty 5703.599026 = -14564154.311167
  nChanged 642
		SP:Iteration 12Q (8640.530000 sec): 3 clusters
  Score: Raw -14570494.844469 + Penalty 5703.599026 = -14564791.245443
  nChanged 320
		SP:Iteration 13Q (8640.820000 sec): 3 clusters
  Score: Raw -14570786.757800 + Penalty 5703.599026 = -14565083.158774
  nChanged 189
		SP:Iteration 14Q (8641.090000 sec): 3 clusters
  Score: Raw -14570945.253767 + Penalty 5703.599026 = -14565241.654741
  nChanged 104
		SP:Iteration 15Q (8641.350000 sec): 3 clusters
  Score: Raw -14571021.779215 + Penalty 5703.599026 = -14565318.180189
  nChanged 60
		SP:Iteration 16Q (8641.620000 sec): 3 clusters
  Score: Raw -14571065.626552 + Penalty 5703.599026 = -14565362.027526
  nChanged 44
		SP:Iteration 17Q (8641.880000 sec): 3 clusters
  Score: Raw -14571091.898794 + Penalty 5703.599026 = -14565388.299768
  nChanged 23
		SP:Iteration 18Q (8642.140000 sec): 3 clusters
  Score: Raw -14571107.335893 + Penalty 5703.599026 = -14565403.736866
  nChanged 27
		SP:Iteration 19Q (8642.410000 sec): 3 clusters
  Score: Raw -14571120.259586 + Penalty 5703.599026 = -14565416.660559
  nChanged 11
		SP:Iteration 20F (8642.760000 sec): 3 clusters
  Score: Raw -14571126.421567 + Penalty 5703.599026 = -14565422.822541
  nChanged 6
		SP:Iteration 21Q (8643.020000 sec): 3 clusters
  Score: Raw -14571130.291689 + Penalty 5703.599026 = -14565426.692662
  nChanged 6
		SP:Iteration 22Q (8643.280000 sec): 3 clusters
  Score: Raw -14571133.623429 + Penalty 5703.599026 = -14565430.024403
  nChanged 8
		SP:Iteration 23Q (8643.550000 sec): 3 clusters
  Score: Raw -14571138.963341 + Penalty 5703.599026 = -14565435.364314
  nChanged 4
		SP:Iteration 24Q (8643.810000 sec): 3 clusters
  Score: Raw -14571142.237282 + Penalty 5703.599026 = -14565438.638256
  nChanged 4
		SP:Iteration 25Q (8644.060000 sec): 3 clusters
  Score: Raw -14571143.690638 + Penalty 5703.599026 = -14565440.091612
  nChanged 4
		SP:Iteration 26Q (8644.310000 sec): 3 clusters
  Score: Raw -14571145.765479 + Penalty 5703.599026 = -14565442.166453
  nChanged 3
		SP:Iteration 27Q (8644.570000 sec): 3 clusters
  Score: Raw -14571148.112063 + Penalty 5703.599026 = -14565444.513037
  nChanged 3
		SP:Iteration 28Q (8644.830000 sec): 3 clusters
  Score: Raw -14571150.209796 + Penalty 5703.599026 = -14565446.610769
  nChanged 3
		SP:Iteration 29Q (8645.090000 sec): 3 clusters
  Score: Raw -14571151.923637 + Penalty 5703.599026 = -14565448.324611
  nChanged 3
		SP:Iteration 30Q (8645.350000 sec): 3 clusters
  Score: Raw -14571153.698967 + Penalty 5703.599026 = -14565450.099941
  nChanged 3
		SP:Iteration 31Q (8645.610000 sec): 3 clusters
  Score: Raw -14571155.928790 + Penalty 5703.599026 = -14565452.329763
  nChanged 6
		SP:Iteration 32Q (8645.870000 sec): 3 clusters
  Score: Raw -14571158.531318 + Penalty 5703.599026 = -14565454.932291
  nChanged 4
		SP:Iteration 33Q (8646.130000 sec): 3 clusters
  Score: Raw -14571161.009527 + Penalty 5703.599026 = -14565457.410500
  nChanged 5
		SP:Iteration 34Q (8646.390000 sec): 3 clusters
  Score: Raw -14571164.736634 + Penalty 5703.599026 = -14565461.137607
  nChanged 7
		SP:Iteration 35Q (8646.650000 sec): 3 clusters
  Score: Raw -14571168.086575 + Penalty 5703.599026 = -14565464.487549
  nChanged 7
		SP:Iteration 36Q (8646.910000 sec): 3 clusters
  Score: Raw -14571172.766181 + Penalty 5703.599026 = -14565469.167154
  nChanged 5
		SP:Iteration 37Q (8647.180000 sec): 3 clusters
  Score: Raw -14571175.907906 + Penalty 5703.599026 = -14565472.308879
  nChanged 5
		SP:Iteration 38Q (8647.440000 sec): 3 clusters
  Score: Raw -14571178.638211 + Penalty 5703.599026 = -14565475.039185
  nChanged 3
		SP:Iteration 39Q (8647.700000 sec): 3 clusters
  Score: Raw -14571179.975569 + Penalty 5703.599026 = -14565476.376543
  nChanged 3
		SP:Iteration 40F (8648.060000 sec): 3 clusters
  Score: Raw -14571180.760744 + Penalty 5703.599026 = -14565477.161718
  nChanged 1
		SP:Iteration 41Q (8648.320000 sec): 3 clusters
  Score: Raw -14571181.544613 + Penalty 5703.599026 = -14565477.945586
  nChanged 2
		SP:Iteration 42Q (8648.580000 sec): 3 clusters
  Score: Raw -14571182.181317 + Penalty 5703.599026 = -14565478.582290
  nChanged 1
		SP:Iteration 43Q (8648.850000 sec): 3 clusters
  Score: Raw -14571182.696671 + Penalty 5703.599026 = -14565479.097645
  nChanged 2
		SP:Iteration 44Q (8649.110000 sec): 3 clusters
  Score: Raw -14571183.842519 + Penalty 5703.599026 = -14565480.243492
  nChanged 0
		SP:Iteration 45F (8649.460000 sec): 3 clusters
  Score: Raw -14571183.842519 + Penalty 5703.599026 = -14565480.243492
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8649.510000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8649.510000 sec): 3 clusters
  Score: Raw -22168.098003 + Penalty 2547.356025 = -19620.741978
  nChanged 8
		SP:Iteration 1Q (8649.510000 sec): 3 clusters
  Score: Raw -22214.969133 + Penalty 2547.356025 = -19667.613108
  nChanged 4
		SP:Iteration 2Q (8649.510000 sec): 3 clusters
  Score: Raw -22236.807643 + Penalty 2547.356025 = -19689.451618
  nChanged 1
		SP:Iteration 3Q (8649.510000 sec): 3 clusters
  Score: Raw -22244.389392 + Penalty 2547.356025 = -19697.033367
  nChanged 2
		SP:Iteration 4Q (8649.510000 sec): 3 clusters
  Score: Raw -22265.493340 + Penalty 2547.356025 = -19718.137316
  nChanged 3
		SP:Iteration 5Q (8649.510000 sec): 3 clusters
  Score: Raw -22289.297305 + Penalty 2547.356025 = -19741.941281
  nChanged 1
		SP:Iteration 6Q (8649.510000 sec): 3 clusters
  Score: Raw -22298.456302 + Penalty 2547.356025 = -19751.100278
  nChanged 1
		SP:Iteration 7Q (8649.510000 sec): 3 clusters
  Score: Raw -22305.566201 + Penalty 2547.356025 = -19758.210176
  nChanged 0
		SP:Iteration 8F (8649.510000 sec): 3 clusters
  Score: Raw -22305.566201 + Penalty 2547.356025 = -19758.210176
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8649.680000 sec): 2 clusters
  Score: Raw -7501479.168344 + Penalty 2688.609636 = -7498790.558708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8649.870000 sec): 3 clusters
  Score: Raw -7469704.503943 + Penalty 5377.219272 = -7464327.284671
  nChanged 23686
		SP:Iteration 1F (8650.060000 sec): 3 clusters
  Score: Raw -7482916.001551 + Penalty 5377.219272 = -7477538.782279
  nChanged 2040
		SP:Iteration 2Q (8650.250000 sec): 3 clusters
  Score: Raw -7483449.483684 + Penalty 5377.219272 = -7478072.264412
  nChanged 1835
		SP:Iteration 3Q (8650.440000 sec): 3 clusters
  Score: Raw -7483920.677789 + Penalty 5377.219272 = -7478543.458517
  nChanged 1760
		SP:Iteration 4Q (8650.640000 sec): 3 clusters
  Score: Raw -7484383.889441 + Penalty 5377.219272 = -7479006.670169
  nChanged 1687
		SP:Iteration 5Q (8650.830000 sec): 3 clusters
  Score: Raw -7484860.685943 + Penalty 5377.219272 = -7479483.466671
  nChanged 1671
		SP:Iteration 6Q (8651.020000 sec): 3 clusters
  Score: Raw -7485388.994103 + Penalty 5377.219272 = -7480011.774831
  nChanged 1784
		SP:Iteration 7Q (8651.210000 sec): 3 clusters
  Score: Raw -7486069.477179 + Penalty 5377.219272 = -7480692.257907
  nChanged 1958
		SP:Iteration 8Q (8651.400000 sec): 3 clusters
  Score: Raw -7486935.697862 + Penalty 5377.219272 = -7481558.478590
  nChanged 2184
		SP:Iteration 9Q (8651.600000 sec): 3 clusters
  Score: Raw -7488039.390973 + Penalty 5377.219272 = -7482662.171701
  nChanged 2370
		SP:Iteration 10Q (8651.790000 sec): 3 clusters
  Score: Raw -7489371.093301 + Penalty 5377.219272 = -7483993.874029
  nChanged 2510
		SP:Iteration 11Q (8651.980000 sec): 3 clusters
  Score: Raw -7490903.642262 + Penalty 5377.219272 = -7485526.422990
  nChanged 2475
		SP:Iteration 12Q (8652.170000 sec): 3 clusters
  Score: Raw -7492415.246428 + Penalty 5377.219272 = -7487038.027156
  nChanged 2215
		SP:Iteration 13Q (8652.360000 sec): 3 clusters
  Score: Raw -7493524.180831 + Penalty 5377.219272 = -7488146.961559
  nChanged 1681
		SP:Iteration 14Q (8652.540000 sec): 3 clusters
  Score: Raw -7494215.092888 + Penalty 5377.219272 = -7488837.873616
  nChanged 1307
		SP:Iteration 15Q (8652.720000 sec): 3 clusters
  Score: Raw -7494686.537870 + Penalty 5377.219272 = -7489309.318598
  nChanged 1106
		SP:Iteration 16Q (8652.890000 sec): 3 clusters
  Score: Raw -7495077.973389 + Penalty 5377.219272 = -7489700.754117
  nChanged 997
		SP:Iteration 17Q (8653.060000 sec): 3 clusters
  Score: Raw -7495461.868742 + Penalty 5377.219272 = -7490084.649470
  nChanged 1025
		SP:Iteration 18Q (8653.230000 sec): 3 clusters
  Score: Raw -7495855.833530 + Penalty 5377.219272 = -7490478.614258
  nChanged 986
		SP:Iteration 19Q (8653.400000 sec): 3 clusters
  Score: Raw -7496271.336403 + Penalty 5377.219272 = -7490894.117131
  nChanged 986
		SP:Iteration 20F (8653.590000 sec): 3 clusters
  Score: Raw -7496718.124488 + Penalty 5377.219272 = -7491340.905216
  nChanged 985
		SP:Iteration 21Q (8653.750000 sec): 3 clusters
  Score: Raw -7497207.623795 + Penalty 5377.219272 = -7491830.404523
  nChanged 1019
		SP:Iteration 22Q (8653.910000 sec): 3 clusters
  Score: Raw -7497746.080628 + Penalty 5377.219272 = -7492368.861356
  nChanged 999
		SP:Iteration 23Q (8654.070000 sec): 3 clusters
  Score: Raw -7498320.734335 + Penalty 5377.219272 = -7492943.515063
  nChanged 943
		SP:Iteration 24Q (8654.220000 sec): 3 clusters
  Score: Raw -7498889.932936 + Penalty 5377.219272 = -7493512.713664
  nChanged 850
		SP:Iteration 25Q (8654.380000 sec): 3 clusters
  Score: Raw -7499430.034113 + Penalty 5377.219272 = -7494052.814841
  nChanged 770
		SP:Iteration 26Q (8654.520000 sec): 3 clusters
  Score: Raw -7499930.079153 + Penalty 5377.219272 = -7494552.859881
  nChanged 651
		SP:Iteration 27Q (8654.670000 sec): 3 clusters
  Score: Raw -7500353.462462 + Penalty 5377.219272 = -7494976.243190
  nChanged 527
		SP:Iteration 28Q (8654.810000 sec): 3 clusters
  Score: Raw -7500724.173332 + Penalty 5377.219272 = -7495346.954060
  nChanged 382
		SP:Iteration 29Q (8654.950000 sec): 3 clusters
  Score: Raw -7500991.927707 + Penalty 5377.219272 = -7495614.708435
  nChanged 273
		SP:Iteration 30Q (8655.090000 sec): 3 clusters
  Score: Raw -7501181.207575 + Penalty 5377.219272 = -7495803.988303
  nChanged 200
		SP:Iteration 31Q (8655.220000 sec): 3 clusters
  Score: Raw -7501331.544286 + Penalty 5377.219272 = -7495954.325014
  nChanged 174
		SP:Iteration 32Q (8655.360000 sec): 3 clusters
  Score: Raw -7501466.397226 + Penalty 5377.219272 = -7496089.177954
  nChanged 113
		SP:Iteration 33Q (8655.490000 sec): 3 clusters
  Score: Raw -7501552.460752 + Penalty 5377.219272 = -7496175.241480
  nChanged 63
		SP:Iteration 34Q (8655.620000 sec): 3 clusters
  Score: Raw -7501604.272284 + Penalty 5377.219272 = -7496227.053012
  nChanged 51
		SP:Iteration 35Q (8655.760000 sec): 3 clusters
  Score: Raw -7501646.521894 + Penalty 5377.219272 = -7496269.302622
  nChanged 36
		SP:Iteration 36Q (8655.900000 sec): 3 clusters
  Score: Raw -7501675.994176 + Penalty 5377.219272 = -7496298.774904
  nChanged 33
		SP:Iteration 37Q (8656.030000 sec): 3 clusters
  Score: Raw -7501706.369239 + Penalty 5377.219272 = -7496329.149967
  nChanged 26
		SP:Iteration 38Q (8656.160000 sec): 3 clusters
  Score: Raw -7501732.279565 + Penalty 5377.219272 = -7496355.060293
  nChanged 19
		SP:Iteration 39Q (8656.290000 sec): 3 clusters
  Score: Raw -7501747.942328 + Penalty 5377.219272 = -7496370.723056
  nChanged 12
		SP:Iteration 40F (8656.470000 sec): 3 clusters
  Score: Raw -7501758.210813 + Penalty 5377.219272 = -7496380.991541
  nChanged 5
		SP:Iteration 41Q (8656.600000 sec): 3 clusters
  Score: Raw -7501761.303035 + Penalty 5377.219272 = -7496384.083763
  nChanged 2
		SP:Iteration 42Q (8656.730000 sec): 3 clusters
  Score: Raw -7501762.864715 + Penalty 5377.219272 = -7496385.645443
  nChanged 3
		SP:Iteration 43Q (8656.860000 sec): 3 clusters
  Score: Raw -7501765.116705 + Penalty 5377.219272 = -7496387.897433
  nChanged 5
		SP:Iteration 44Q (8656.990000 sec): 3 clusters
  Score: Raw -7501771.769014 + Penalty 5377.219272 = -7496394.549742
  nChanged 6
		SP:Iteration 45Q (8657.120000 sec): 3 clusters
  Score: Raw -7501778.952089 + Penalty 5377.219272 = -7496401.732817
  nChanged 5
		SP:Iteration 46Q (8657.240000 sec): 3 clusters
  Score: Raw -7501783.815686 + Penalty 5377.219272 = -7496406.596414
  nChanged 3
		SP:Iteration 47Q (8657.370000 sec): 3 clusters
  Score: Raw -7501786.412617 + Penalty 5377.219272 = -7496409.193345
  nChanged 4
		SP:Iteration 48Q (8657.500000 sec): 3 clusters
  Score: Raw -7501790.278982 + Penalty 5377.219272 = -7496413.059710
  nChanged 7
		SP:Iteration 49Q (8657.630000 sec): 3 clusters
  Score: Raw -7501796.500405 + Penalty 5377.219272 = -7496419.281133
  nChanged 5
		SP:Iteration 50Q (8657.760000 sec): 3 clusters
  Score: Raw -7501799.792336 + Penalty 5377.219272 = -7496422.573064
  nChanged 1
		SP:Iteration 51Q (8657.890000 sec): 3 clusters
  Score: Raw -7501800.519223 + Penalty 5377.219272 = -7496423.299951
  nChanged 3
		SP:Iteration 52Q (8658.020000 sec): 3 clusters
  Score: Raw -7501802.751342 + Penalty 5377.219272 = -7496425.532070
  nChanged 5
		SP:Iteration 53Q (8658.160000 sec): 3 clusters
  Score: Raw -7501805.887417 + Penalty 5377.219272 = -7496428.668145
  nChanged 3
		SP:Iteration 54Q (8658.300000 sec): 3 clusters
  Score: Raw -7501807.638066 + Penalty 5377.219272 = -7496430.418794
  nChanged 2
		SP:Iteration 55Q (8658.440000 sec): 3 clusters
  Score: Raw -7501810.097307 + Penalty 5377.219272 = -7496432.878035
  nChanged 0
		SP:Iteration 56F (8658.620000 sec): 3 clusters
  Score: Raw -7501810.097307 + Penalty 5377.219272 = -7496432.878035
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8658.650000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8658.650000 sec): 3 clusters
  Score: Raw -76037.979240 + Penalty 3043.240186 = -72994.739054
  nChanged 112
		SP:Iteration 1F (8658.650000 sec): 3 clusters
  Score: Raw -76365.232721 + Penalty 3043.240186 = -73321.992535
  nChanged 47
		SP:Iteration 2F (8658.650000 sec): 3 clusters
  Score: Raw -76519.797325 + Penalty 3043.240186 = -73476.557139
  nChanged 31
		SP:Iteration 3F (8658.660000 sec): 3 clusters
  Score: Raw -76699.297206 + Penalty 3043.240186 = -73656.057020
  nChanged 18
		SP:Iteration 4Q (8658.660000 sec): 3 clusters
  Score: Raw -76848.087164 + Penalty 3043.240186 = -73804.846978
  nChanged 11
		SP:Iteration 5Q (8658.660000 sec): 3 clusters
  Score: Raw -76911.422874 + Penalty 3043.240186 = -73868.182688
  nChanged 2
		SP:Iteration 6Q (8658.660000 sec): 3 clusters
  Score: Raw -76922.325377 + Penalty 3043.240186 = -73879.085191
  nChanged 1
		SP:Iteration 7Q (8658.660000 sec): 3 clusters
  Score: Raw -76923.915824 + Penalty 3043.240186 = -73880.675638
  nChanged 0
		SP:Iteration 8F (8658.660000 sec): 3 clusters
  Score: Raw -76923.915824 + Penalty 3043.240186 = -73880.675638
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8658.660000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8658.660000 sec): 3 clusters
  Score: Raw -68268.770836 + Penalty 3055.958832 = -65212.812004
  nChanged 76
		SP:Iteration 1F (8658.670000 sec): 3 clusters
  Score: Raw -68417.859697 + Penalty 3055.958832 = -65361.900865
  nChanged 17
		SP:Iteration 2Q (8658.670000 sec): 3 clusters
  Score: Raw -68459.917727 + Penalty 3055.958832 = -65403.958896
  nChanged 10
		SP:Iteration 3Q (8658.670000 sec): 3 clusters
  Score: Raw -68486.708473 + Penalty 3055.958832 = -65430.749641
  nChanged 9
		SP:Iteration 4Q (8658.670000 sec): 3 clusters
  Score: Raw -68511.252259 + Penalty 3055.958832 = -65455.293427
  nChanged 7
		SP:Iteration 5Q (8658.670000 sec): 3 clusters
  Score: Raw -68529.152656 + Penalty 3055.958832 = -65473.193825
  nChanged 5
		SP:Iteration 6Q (8658.680000 sec): 3 clusters
  Score: Raw -68546.891647 + Penalty 3055.958832 = -65490.932815
  nChanged 3
		SP:Iteration 7Q (8658.680000 sec): 3 clusters
  Score: Raw -68555.697852 + Penalty 3055.958832 = -65499.739021
  nChanged 4
		SP:Iteration 8Q (8658.680000 sec): 3 clusters
  Score: Raw -68568.920654 + Penalty 3055.958832 = -65512.961822
  nChanged 3
		SP:Iteration 9Q (8658.680000 sec): 3 clusters
  Score: Raw -68576.855528 + Penalty 3055.958832 = -65520.896697
  nChanged 1
		SP:Iteration 10Q (8658.680000 sec): 3 clusters
  Score: Raw -68583.446782 + Penalty 3055.958832 = -65527.487950
  nChanged 1
		SP:Iteration 11Q (8658.680000 sec): 3 clusters
  Score: Raw -68586.523069 + Penalty 3055.958832 = -65530.564238
  nChanged 1
		SP:Iteration 12Q (8658.680000 sec): 3 clusters
  Score: Raw -68587.615747 + Penalty 3055.958832 = -65531.656916
  nChanged 0
		SP:Iteration 13F (8658.690000 sec): 3 clusters
  Score: Raw -68587.615747 + Penalty 3055.958832 = -65531.656916
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (267931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8659.600000 sec): 2 clusters
  Score: Raw -39649162.005962 + Penalty 3099.624221 = -39646062.381741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8660.590000 sec): 3 clusters
  Score: Raw -39472283.643619 + Penalty 6199.248443 = -39466084.395176
  nChanged 129427
		SP:Iteration 1F (8661.580000 sec): 3 clusters
  Score: Raw -39548282.221587 + Penalty 6199.248443 = -39542082.973144
  nChanged 6240
		SP:Iteration 2Q (8662.600000 sec): 3 clusters
  Score: Raw -39549439.930498 + Penalty 6199.248443 = -39543240.682055
  nChanged 7106
		SP:Iteration 3Q (8663.620000 sec): 3 clusters
  Score: Raw -39551142.800925 + Penalty 6199.248443 = -39544943.552482
  nChanged 9040
		SP:Iteration 4Q (8664.630000 sec): 3 clusters
  Score: Raw -39554141.937787 + Penalty 6199.248443 = -39547942.689344
  nChanged 12757
		SP:Iteration 5Q (8665.650000 sec): 3 clusters
  Score: Raw -39560126.937984 + Penalty 6199.248443 = -39553927.689541
  nChanged 18144
		SP:Iteration 6F (8666.640000 sec): 3 clusters
  Score: Raw -39571809.365422 + Penalty 6199.248443 = -39565610.116979
  nChanged 23894
		SP:Iteration 7F (8667.630000 sec): 3 clusters
  Score: Raw -39592056.355370 + Penalty 6199.248443 = -39585857.106928
  nChanged 25532
		SP:Iteration 8F (8668.600000 sec): 3 clusters
  Score: Raw -39617231.414290 + Penalty 6199.248443 = -39611032.165848
  nChanged 18974
		SP:Iteration 9F (8669.580000 sec): 3 clusters
  Score: Raw -39636590.468836 + Penalty 6199.248443 = -39630391.220394
  nChanged 9174
		SP:Iteration 10Q (8670.470000 sec): 3 clusters
  Score: Raw -39645490.946810 + Penalty 6199.248443 = -39639291.698367
  nChanged 3067
		SP:Iteration 11Q (8671.270000 sec): 3 clusters
  Score: Raw -39648302.519193 + Penalty 6199.248443 = -39642103.270750
  nChanged 815
		SP:Iteration 12Q (8672.000000 sec): 3 clusters
  Score: Raw -39649088.101316 + Penalty 6199.248443 = -39642888.852873
  nChanged 194
		SP:Iteration 13Q (8672.700000 sec): 3 clusters
  Score: Raw -39649310.117117 + Penalty 6199.248443 = -39643110.868675
  nChanged 66
		SP:Iteration 14Q (8673.390000 sec): 3 clusters
  Score: Raw -39649393.673988 + Penalty 6199.248443 = -39643194.425545
  nChanged 36
		SP:Iteration 15Q (8674.080000 sec): 3 clusters
  Score: Raw -39649441.189286 + Penalty 6199.248443 = -39643241.940843
  nChanged 12
		SP:Iteration 16Q (8674.770000 sec): 3 clusters
  Score: Raw -39649456.706100 + Penalty 6199.248443 = -39643257.457657
  nChanged 6
		SP:Iteration 17Q (8675.460000 sec): 3 clusters
  Score: Raw -39649463.921557 + Penalty 6199.248443 = -39643264.673114
  nChanged 7
		SP:Iteration 18Q (8676.150000 sec): 3 clusters
  Score: Raw -39649472.962795 + Penalty 6199.248443 = -39643273.714352
  nChanged 6
		SP:Iteration 19Q (8676.840000 sec): 3 clusters
  Score: Raw -39649482.289142 + Penalty 6199.248443 = -39643283.040699
  nChanged 11
		SP:Iteration 20F (8677.800000 sec): 3 clusters
  Score: Raw -39649498.298197 + Penalty 6199.248443 = -39643299.049754
  nChanged 5
		SP:Iteration 21Q (8678.490000 sec): 3 clusters
  Score: Raw -39649504.322648 + Penalty 6199.248443 = -39643305.074206
  nChanged 5
		SP:Iteration 22Q (8679.180000 sec): 3 clusters
  Score: Raw -39649510.487779 + Penalty 6199.248443 = -39643311.239336
  nChanged 7
		SP:Iteration 23Q (8679.870000 sec): 3 clusters
  Score: Raw -39649523.204848 + Penalty 6199.248443 = -39643323.956406
  nChanged 6
		SP:Iteration 24Q (8680.560000 sec): 3 clusters
  Score: Raw -39649534.967002 + Penalty 6199.248443 = -39643335.718559
  nChanged 1
		SP:Iteration 25Q (8681.250000 sec): 3 clusters
  Score: Raw -39649536.490181 + Penalty 6199.248443 = -39643337.241739
  nChanged 0
		SP:Iteration 26F (8682.210000 sec): 3 clusters
  Score: Raw -39649536.490181 + Penalty 6199.248443 = -39643337.241739
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8682.410000 sec): 2 clusters
  Score: Raw -5141379.529753 + Penalty 2585.006092 = -5138794.523661
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8682.540000 sec): 3 clusters
  Score: Raw -5121036.260916 + Penalty 5170.012183 = -5115866.248733
  nChanged 15210
		SP:Iteration 1F (8682.660000 sec): 3 clusters
  Score: Raw -5129242.392378 + Penalty 5170.012183 = -5124072.380195
  nChanged 1544
		SP:Iteration 2Q (8682.790000 sec): 3 clusters
  Score: Raw -5129738.609999 + Penalty 5170.012183 = -5124568.597816
  nChanged 1529
		SP:Iteration 3Q (8682.910000 sec): 3 clusters
  Score: Raw -5130312.807126 + Penalty 5170.012183 = -5125142.794943
  nChanged 1649
		SP:Iteration 4Q (8683.040000 sec): 3 clusters
  Score: Raw -5131069.479767 + Penalty 5170.012183 = -5125899.467584
  nChanged 1943
		SP:Iteration 5F (8683.160000 sec): 3 clusters
  Score: Raw -5132185.663611 + Penalty 5170.012183 = -5127015.651428
  nChanged 2308
		SP:Iteration 6F (8683.290000 sec): 3 clusters
  Score: Raw -5133836.076200 + Penalty 5170.012183 = -5128666.064017
  nChanged 2412
		SP:Iteration 7F (8683.410000 sec): 3 clusters
  Score: Raw -5135843.158846 + Penalty 5170.012183 = -5130673.146663
  nChanged 2209
		SP:Iteration 8F (8683.530000 sec): 3 clusters
  Score: Raw -5137822.805920 + Penalty 5170.012183 = -5132652.793737
  nChanged 1617
		SP:Iteration 9Q (8683.650000 sec): 3 clusters
  Score: Raw -5139279.542612 + Penalty 5170.012183 = -5134109.530429
  nChanged 1072
		SP:Iteration 10Q (8683.770000 sec): 3 clusters
  Score: Raw -5140210.806974 + Penalty 5170.012183 = -5135040.794791
  nChanged 688
		SP:Iteration 11Q (8683.880000 sec): 3 clusters
  Score: Raw -5140694.353092 + Penalty 5170.012183 = -5135524.340909
  nChanged 448
		SP:Iteration 12Q (8683.990000 sec): 3 clusters
  Score: Raw -5140949.681503 + Penalty 5170.012183 = -5135779.669320
  nChanged 312
		SP:Iteration 13Q (8684.080000 sec): 3 clusters
  Score: Raw -5141111.570273 + Penalty 5170.012183 = -5135941.558090
  nChanged 205
		SP:Iteration 14Q (8684.180000 sec): 3 clusters
  Score: Raw -5141215.112527 + Penalty 5170.012183 = -5136045.100344
  nChanged 155
		SP:Iteration 15Q (8684.270000 sec): 3 clusters
  Score: Raw -5141276.324000 + Penalty 5170.012183 = -5136106.311817
  nChanged 111
		SP:Iteration 16Q (8684.370000 sec): 3 clusters
  Score: Raw -5141314.318531 + Penalty 5170.012183 = -5136144.306348
  nChanged 84
		SP:Iteration 17Q (8684.460000 sec): 3 clusters
  Score: Raw -5141340.881698 + Penalty 5170.012183 = -5136170.869515
  nChanged 87
		SP:Iteration 18Q (8684.550000 sec): 3 clusters
  Score: Raw -5141369.674788 + Penalty 5170.012183 = -5136199.662605
  nChanged 71
		SP:Iteration 19Q (8684.640000 sec): 3 clusters
  Score: Raw -5141394.239735 + Penalty 5170.012183 = -5136224.227552
  nChanged 66
		SP:Iteration 20F (8684.760000 sec): 3 clusters
  Score: Raw -5141411.868882 + Penalty 5170.012183 = -5136241.856699
  nChanged 43
		SP:Iteration 21Q (8684.850000 sec): 3 clusters
  Score: Raw -5141424.052706 + Penalty 5170.012183 = -5136254.040523
  nChanged 41
		SP:Iteration 22Q (8684.940000 sec): 3 clusters
  Score: Raw -5141435.484744 + Penalty 5170.012183 = -5136265.472561
  nChanged 45
		SP:Iteration 23Q (8685.030000 sec): 3 clusters
  Score: Raw -5141449.924302 + Penalty 5170.012183 = -5136279.912119
  nChanged 39
		SP:Iteration 24Q (8685.120000 sec): 3 clusters
  Score: Raw -5141459.807337 + Penalty 5170.012183 = -5136289.795154
  nChanged 29
		SP:Iteration 25Q (8685.210000 sec): 3 clusters
  Score: Raw -5141466.209484 + Penalty 5170.012183 = -5136296.197301
  nChanged 22
		SP:Iteration 26Q (8685.310000 sec): 3 clusters
  Score: Raw -5141471.705096 + Penalty 5170.012183 = -5136301.692913
  nChanged 24
		SP:Iteration 27Q (8685.400000 sec): 3 clusters
  Score: Raw -5141478.072028 + Penalty 5170.012183 = -5136308.059845
  nChanged 39
		SP:Iteration 28Q (8685.490000 sec): 3 clusters
  Score: Raw -5141489.684526 + Penalty 5170.012183 = -5136319.672343
  nChanged 38
		SP:Iteration 29Q (8685.580000 sec): 3 clusters
  Score: Raw -5141501.205507 + Penalty 5170.012183 = -5136331.193324
  nChanged 36
		SP:Iteration 30Q (8685.670000 sec): 3 clusters
  Score: Raw -5141512.261174 + Penalty 5170.012183 = -5136342.248991
  nChanged 33
		SP:Iteration 31Q (8685.760000 sec): 3 clusters
  Score: Raw -5141521.729062 + Penalty 5170.012183 = -5136351.716879
  nChanged 35
		SP:Iteration 32Q (8685.850000 sec): 3 clusters
  Score: Raw -5141532.579040 + Penalty 5170.012183 = -5136362.566857
  nChanged 33
		SP:Iteration 33Q (8685.950000 sec): 3 clusters
  Score: Raw -5141541.883257 + Penalty 5170.012183 = -5136371.871074
  nChanged 34
		SP:Iteration 34Q (8686.030000 sec): 3 clusters
  Score: Raw -5141552.485160 + Penalty 5170.012183 = -5136382.472977
  nChanged 33
		SP:Iteration 35Q (8686.130000 sec): 3 clusters
  Score: Raw -5141563.341477 + Penalty 5170.012183 = -5136393.329294
  nChanged 33
		SP:Iteration 36Q (8686.220000 sec): 3 clusters
  Score: Raw -5141572.485714 + Penalty 5170.012183 = -5136402.473531
  nChanged 18
		SP:Iteration 37Q (8686.310000 sec): 3 clusters
  Score: Raw -5141578.316843 + Penalty 5170.012183 = -5136408.304660
  nChanged 22
		SP:Iteration 38Q (8686.400000 sec): 3 clusters
  Score: Raw -5141586.520740 + Penalty 5170.012183 = -5136416.508557
  nChanged 16
		SP:Iteration 39Q (8686.490000 sec): 3 clusters
  Score: Raw -5141591.780934 + Penalty 5170.012183 = -5136421.768751
  nChanged 14
		SP:Iteration 40F (8686.610000 sec): 3 clusters
  Score: Raw -5141595.208614 + Penalty 5170.012183 = -5136425.196431
  nChanged 12
		SP:Iteration 41Q (8686.700000 sec): 3 clusters
  Score: Raw -5141597.720155 + Penalty 5170.012183 = -5136427.707972
  nChanged 8
		SP:Iteration 42Q (8686.790000 sec): 3 clusters
  Score: Raw -5141599.630526 + Penalty 5170.012183 = -5136429.618343
  nChanged 10
		SP:Iteration 43Q (8686.870000 sec): 3 clusters
  Score: Raw -5141601.448971 + Penalty 5170.012183 = -5136431.436788
  nChanged 2
		SP:Iteration 44Q (8686.960000 sec): 3 clusters
  Score: Raw -5141602.043237 + Penalty 5170.012183 = -5136432.031054
  nChanged 5
		SP:Iteration 45Q (8687.050000 sec): 3 clusters
  Score: Raw -5141603.333569 + Penalty 5170.012183 = -5136433.321386
  nChanged 4
		SP:Iteration 46Q (8687.140000 sec): 3 clusters
  Score: Raw -5141604.886500 + Penalty 5170.012183 = -5136434.874317
  nChanged 6
		SP:Iteration 47Q (8687.230000 sec): 3 clusters
  Score: Raw -5141606.380369 + Penalty 5170.012183 = -5136436.368186
  nChanged 1
		SP:Iteration 48Q (8687.320000 sec): 3 clusters
  Score: Raw -5141606.675605 + Penalty 5170.012183 = -5136436.663422
  nChanged 2
		SP:Iteration 49Q (8687.410000 sec): 3 clusters
  Score: Raw -5141607.235511 + Penalty 5170.012183 = -5136437.223328
  nChanged 5
		SP:Iteration 50Q (8687.490000 sec): 3 clusters
  Score: Raw -5141608.990419 + Penalty 5170.012183 = -5136438.978236
  nChanged 4
		SP:Iteration 51Q (8687.590000 sec): 3 clusters
  Score: Raw -5141609.806251 + Penalty 5170.012183 = -5136439.794068
  nChanged 3
		SP:Iteration 52Q (8687.680000 sec): 3 clusters
  Score: Raw -5141610.305652 + Penalty 5170.012183 = -5136440.293469
  nChanged 2
		SP:Iteration 53Q (8687.770000 sec): 3 clusters
  Score: Raw -5141611.654737 + Penalty 5170.012183 = -5136441.642554
  nChanged 3
		SP:Iteration 54Q (8687.860000 sec): 3 clusters
  Score: Raw -5141612.334964 + Penalty 5170.012183 = -5136442.322781
  nChanged 4
		SP:Iteration 55Q (8687.950000 sec): 3 clusters
  Score: Raw -5141613.005098 + Penalty 5170.012183 = -5136442.992914
  nChanged 3
		SP:Iteration 56Q (8688.040000 sec): 3 clusters
  Score: Raw -5141613.443758 + Penalty 5170.012183 = -5136443.431575
  nChanged 2
		SP:Iteration 57Q (8688.130000 sec): 3 clusters
  Score: Raw -5141613.894278 + Penalty 5170.012183 = -5136443.882095
  nChanged 4
		SP:Iteration 58Q (8688.220000 sec): 3 clusters
  Score: Raw -5141614.542116 + Penalty 5170.012183 = -5136444.529933
  nChanged 1
		SP:Iteration 59Q (8688.310000 sec): 3 clusters
  Score: Raw -5141614.680734 + Penalty 5170.012183 = -5136444.668551
  nChanged 0
		SP:Iteration 60F (8688.430000 sec): 3 clusters
  Score: Raw -5141614.680734 + Penalty 5170.012183 = -5136444.668551
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.450000 sec): 2 clusters
  Score: Raw -141751.663836 + Penalty 1732.668482 = -140018.995354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.460000 sec): 3 clusters
  Score: Raw -141509.898211 + Penalty 3465.336964 = -138044.561247
  nChanged 278
		SP:Iteration 1F (8688.460000 sec): 3 clusters
  Score: Raw -141857.898718 + Penalty 3465.336964 = -138392.561754
  nChanged 75
		SP:Iteration 2F (8688.470000 sec): 3 clusters
  Score: Raw -141954.145804 + Penalty 3465.336964 = -138488.808840
  nChanged 40
		SP:Iteration 3Q (8688.470000 sec): 3 clusters
  Score: Raw -142003.226436 + Penalty 3465.336964 = -138537.889472
  nChanged 25
		SP:Iteration 4Q (8688.470000 sec): 3 clusters
  Score: Raw -142036.262862 + Penalty 3465.336964 = -138570.925898
  nChanged 17
		SP:Iteration 5Q (8688.480000 sec): 3 clusters
  Score: Raw -142062.788018 + Penalty 3465.336964 = -138597.451054
  nChanged 18
		SP:Iteration 6Q (8688.480000 sec): 3 clusters
  Score: Raw -142096.004325 + Penalty 3465.336964 = -138630.667361
  nChanged 12
		SP:Iteration 7Q (8688.490000 sec): 3 clusters
  Score: Raw -142115.546916 + Penalty 3465.336964 = -138650.209952
  nChanged 10
		SP:Iteration 8Q (8688.490000 sec): 3 clusters
  Score: Raw -142127.816737 + Penalty 3465.336964 = -138662.479773
  nChanged 8
		SP:Iteration 9Q (8688.490000 sec): 3 clusters
  Score: Raw -142136.965374 + Penalty 3465.336964 = -138671.628410
  nChanged 3
		SP:Iteration 10Q (8688.500000 sec): 3 clusters
  Score: Raw -142141.444131 + Penalty 3465.336964 = -138676.107167
  nChanged 4
		SP:Iteration 11Q (8688.500000 sec): 3 clusters
  Score: Raw -142148.741255 + Penalty 3465.336964 = -138683.404291
  nChanged 4
		SP:Iteration 12Q (8688.500000 sec): 3 clusters
  Score: Raw -142155.241639 + Penalty 3465.336964 = -138689.904676
  nChanged 5
		SP:Iteration 13Q (8688.510000 sec): 3 clusters
  Score: Raw -142160.927360 + Penalty 3465.336964 = -138695.590396
  nChanged 1
		SP:Iteration 14Q (8688.510000 sec): 3 clusters
  Score: Raw -142162.655648 + Penalty 3465.336964 = -138697.318684
  nChanged 1
		SP:Iteration 15Q (8688.510000 sec): 3 clusters
  Score: Raw -142163.585459 + Penalty 3465.336964 = -138698.248495
  nChanged 0
		SP:Iteration 16F (8688.520000 sec): 3 clusters
  Score: Raw -142163.585459 + Penalty 3465.336964 = -138698.248495
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.520000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.520000 sec): 3 clusters
  Score: Raw -31496.399068 + Penalty 2705.839273 = -28790.559795
  nChanged 11
		SP:Iteration 1Q (8688.520000 sec): 3 clusters
  Score: Raw -31541.004249 + Penalty 2705.839273 = -28835.164976
  nChanged 2
		SP:Iteration 2Q (8688.520000 sec): 3 clusters
  Score: Raw -31553.164974 + Penalty 2705.839273 = -28847.325701
  nChanged 3
		SP:Iteration 3Q (8688.530000 sec): 3 clusters
  Score: Raw -31574.534602 + Penalty 2705.839273 = -28868.695329
  nChanged 1
		SP:Iteration 4Q (8688.530000 sec): 3 clusters
  Score: Raw -31576.621387 + Penalty 2705.839273 = -28870.782113
  nChanged 3
		SP:Iteration 5Q (8688.530000 sec): 3 clusters
  Score: Raw -31590.926217 + Penalty 2705.839273 = -28885.086944
  nChanged 1
		SP:Iteration 6Q (8688.530000 sec): 3 clusters
  Score: Raw -31596.035173 + Penalty 2705.839273 = -28890.195900
  nChanged 0
		SP:Iteration 7F (8688.530000 sec): 3 clusters
  Score: Raw -31596.035173 + Penalty 2705.839273 = -28890.195900
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.530000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.530000 sec): 3 clusters
  Score: Raw -77792.552549 + Penalty 3172.049753 = -74620.502796
  nChanged 136
		SP:Iteration 1F (8688.530000 sec): 3 clusters
  Score: Raw -78092.814941 + Penalty 3172.049753 = -74920.765189
  nChanged 39
		SP:Iteration 2F (8688.540000 sec): 3 clusters
  Score: Raw -78288.207756 + Penalty 3172.049753 = -75116.158003
  nChanged 49
		SP:Iteration 3F (8688.540000 sec): 3 clusters
  Score: Raw -78521.380978 + Penalty 3172.049753 = -75349.331226
  nChanged 40
		SP:Iteration 4F (8688.540000 sec): 3 clusters
  Score: Raw -78674.075221 + Penalty 3172.049753 = -75502.025468
  nChanged 30
		SP:Iteration 5F (8688.540000 sec): 3 clusters
  Score: Raw -78763.423867 + Penalty 3172.049753 = -75591.374114
  nChanged 12
		SP:Iteration 6Q (8688.550000 sec): 3 clusters
  Score: Raw -78817.893088 + Penalty 3172.049753 = -75645.843336
  nChanged 15
		SP:Iteration 7Q (8688.550000 sec): 3 clusters
  Score: Raw -78854.154970 + Penalty 3172.049753 = -75682.105217
  nChanged 8
		SP:Iteration 8Q (8688.550000 sec): 3 clusters
  Score: Raw -78883.235889 + Penalty 3172.049753 = -75711.186136
  nChanged 2
		SP:Iteration 9Q (8688.550000 sec): 3 clusters
  Score: Raw -78887.302971 + Penalty 3172.049753 = -75715.253218
  nChanged 1
		SP:Iteration 10Q (8688.550000 sec): 3 clusters
  Score: Raw -78888.695439 + Penalty 3172.049753 = -75716.645686
  nChanged 1
		SP:Iteration 11Q (8688.550000 sec): 3 clusters
  Score: Raw -78890.231293 + Penalty 3172.049753 = -75718.181541
  nChanged 0
		SP:Iteration 12F (8688.560000 sec): 3 clusters
  Score: Raw -78890.231293 + Penalty 3172.049753 = -75718.181541
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.560000 sec): 2 clusters
  Score: Raw -24575.550785 + Penalty 1363.297720 = -23212.253065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.560000 sec): 3 clusters
  Score: Raw -24893.867128 + Penalty 2726.595440 = -22167.271688
  nChanged 49
		SP:Iteration 1F (8688.560000 sec): 3 clusters
  Score: Raw -25230.513301 + Penalty 2726.595440 = -22503.917861
  nChanged 17
		SP:Iteration 2F (8688.560000 sec): 3 clusters
  Score: Raw -25405.014333 + Penalty 2726.595440 = -22678.418893
  nChanged 7
		SP:Iteration 3Q (8688.560000 sec): 3 clusters
  Score: Raw -25430.894765 + Penalty 2726.595440 = -22704.299325
  nChanged 2
		SP:Iteration 4Q (8688.560000 sec): 3 clusters
  Score: Raw -25442.408073 + Penalty 2726.595440 = -22715.812633
  nChanged 4
		SP:Iteration 5Q (8688.570000 sec): 3 clusters
  Score: Raw -25477.403929 + Penalty 2726.595440 = -22750.808490
  nChanged 3
		SP:Iteration 6Q (8688.570000 sec): 3 clusters
  Score: Raw -25533.499647 + Penalty 2726.595440 = -22806.904208
  nChanged 3
		SP:Iteration 7Q (8688.570000 sec): 3 clusters
  Score: Raw -25578.362148 + Penalty 2726.595440 = -22851.766708
  nChanged 3
		SP:Iteration 8Q (8688.570000 sec): 3 clusters
  Score: Raw -25638.705467 + Penalty 2726.595440 = -22912.110027
  nChanged 1
		SP:Iteration 9Q (8688.570000 sec): 3 clusters
  Score: Raw -25663.041401 + Penalty 2726.595440 = -22936.445962
  nChanged 0
		SP:Iteration 10F (8688.570000 sec): 3 clusters
  Score: Raw -25663.041401 + Penalty 2726.595440 = -22936.445962
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.570000 sec): 2 clusters
  Score: Raw -33339.247056 + Penalty 1391.149005 = -31948.098051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.570000 sec): 3 clusters
  Score: Raw -33535.390973 + Penalty 2782.298010 = -30753.092963
  nChanged 37
		SP:Iteration 1F (8688.570000 sec): 3 clusters
  Score: Raw -33691.506394 + Penalty 2782.298010 = -30909.208384
  nChanged 9
		SP:Iteration 2Q (8688.570000 sec): 3 clusters
  Score: Raw -33736.279139 + Penalty 2782.298010 = -30953.981129
  nChanged 7
		SP:Iteration 3Q (8688.570000 sec): 3 clusters
  Score: Raw -33759.061784 + Penalty 2782.298010 = -30976.763773
  nChanged 6
		SP:Iteration 4Q (8688.570000 sec): 3 clusters
  Score: Raw -33791.298611 + Penalty 2782.298010 = -31009.000601
  nChanged 3
		SP:Iteration 5Q (8688.580000 sec): 3 clusters
  Score: Raw -33804.857814 + Penalty 2782.298010 = -31022.559803
  nChanged 3
		SP:Iteration 6Q (8688.580000 sec): 3 clusters
  Score: Raw -33829.099616 + Penalty 2782.298010 = -31046.801606
  nChanged 2
		SP:Iteration 7Q (8688.580000 sec): 3 clusters
  Score: Raw -33836.512054 + Penalty 2782.298010 = -31054.214043
  nChanged 2
		SP:Iteration 8Q (8688.580000 sec): 3 clusters
  Score: Raw -33873.229731 + Penalty 2782.298010 = -31090.931721
  nChanged 4
		SP:Iteration 9Q (8688.580000 sec): 3 clusters
  Score: Raw -33969.285015 + Penalty 2782.298010 = -31186.987004
  nChanged 5
		SP:Iteration 10Q (8688.580000 sec): 3 clusters
  Score: Raw -34032.557931 + Penalty 2782.298010 = -31250.259921
  nChanged 3
		SP:Iteration 11Q (8688.580000 sec): 3 clusters
  Score: Raw -34066.830968 + Penalty 2782.298010 = -31284.532958
  nChanged 5
		SP:Iteration 12Q (8688.580000 sec): 3 clusters
  Score: Raw -34139.889289 + Penalty 2782.298010 = -31357.591278
  nChanged 3
		SP:Iteration 13Q (8688.580000 sec): 3 clusters
  Score: Raw -34167.438407 + Penalty 2782.298010 = -31385.140397
  nChanged 2
		SP:Iteration 14Q (8688.580000 sec): 3 clusters
  Score: Raw -34173.743705 + Penalty 2782.298010 = -31391.445695
  nChanged 1
		SP:Iteration 15Q (8688.590000 sec): 3 clusters
  Score: Raw -34177.682973 + Penalty 2782.298010 = -31395.384962
  nChanged 1
		SP:Iteration 16Q (8688.590000 sec): 3 clusters
  Score: Raw -34184.311353 + Penalty 2782.298010 = -31402.013343
  nChanged 1
		SP:Iteration 17Q (8688.590000 sec): 3 clusters
  Score: Raw -34185.866831 + Penalty 2782.298010 = -31403.568821
  nChanged 0
		SP:Iteration 18F (8688.590000 sec): 3 clusters
  Score: Raw -34185.866831 + Penalty 2782.298010 = -31403.568821
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (220 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.590000 sec): 2 clusters
  Score: Raw -29705.057368 + Penalty 1337.619631 = -28367.437737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.590000 sec): 3 clusters
  Score: Raw -29932.368004 + Penalty 2675.239263 = -27257.128741
  nChanged 17
		SP:Iteration 1F (8688.590000 sec): 3 clusters
  Score: Raw -30026.377147 + Penalty 2675.239263 = -27351.137884
  nChanged 4
		SP:Iteration 2Q (8688.590000 sec): 3 clusters
  Score: Raw -30053.559226 + Penalty 2675.239263 = -27378.319963
  nChanged 1
		SP:Iteration 3Q (8688.590000 sec): 3 clusters
  Score: Raw -30063.364910 + Penalty 2675.239263 = -27388.125647
  nChanged 2
		SP:Iteration 4Q (8688.590000 sec): 3 clusters
  Score: Raw -30073.409625 + Penalty 2675.239263 = -27398.170362
  nChanged 0
		SP:Iteration 5F (8688.590000 sec): 3 clusters
  Score: Raw -30073.409625 + Penalty 2675.239263 = -27398.170362
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.600000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.600000 sec): 3 clusters
  Score: Raw -55040.679547 + Penalty 2975.472535 = -52065.207012
  nChanged 61
		SP:Iteration 1F (8688.600000 sec): 3 clusters
  Score: Raw -55161.695681 + Penalty 2975.472535 = -52186.223146
  nChanged 15
		SP:Iteration 2Q (8688.600000 sec): 3 clusters
  Score: Raw -55198.318179 + Penalty 2975.472535 = -52222.845644
  nChanged 7
		SP:Iteration 3Q (8688.600000 sec): 3 clusters
  Score: Raw -55223.021844 + Penalty 2975.472535 = -52247.549310
  nChanged 7
		SP:Iteration 4Q (8688.610000 sec): 3 clusters
  Score: Raw -55248.385260 + Penalty 2975.472535 = -52272.912726
  nChanged 6
		SP:Iteration 5Q (8688.610000 sec): 3 clusters
  Score: Raw -55261.618471 + Penalty 2975.472535 = -52286.145936
  nChanged 3
		SP:Iteration 6Q (8688.610000 sec): 3 clusters
  Score: Raw -55266.838398 + Penalty 2975.472535 = -52291.365863
  nChanged 3
		SP:Iteration 7Q (8688.610000 sec): 3 clusters
  Score: Raw -55274.956583 + Penalty 2975.472535 = -52299.484048
  nChanged 1
		SP:Iteration 8Q (8688.610000 sec): 3 clusters
  Score: Raw -55278.881949 + Penalty 2975.472535 = -52303.409414
  nChanged 2
		SP:Iteration 9Q (8688.610000 sec): 3 clusters
  Score: Raw -55281.860580 + Penalty 2975.472535 = -52306.388045
  nChanged 0
		SP:Iteration 10F (8688.610000 sec): 3 clusters
  Score: Raw -55281.860580 + Penalty 2975.472535 = -52306.388045
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.610000 sec): 2 clusters
  Score: Raw -17577.559976 + Penalty 1308.972435 = -16268.587541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.620000 sec): 3 clusters
  Score: Raw -18065.067645 + Penalty 2617.944871 = -15447.122774
  nChanged 33
		SP:Iteration 1F (8688.620000 sec): 3 clusters
  Score: Raw -18251.966830 + Penalty 2617.944871 = -15634.021959
  nChanged 14
		SP:Iteration 2F (8688.620000 sec): 3 clusters
  Score: Raw -18330.947827 + Penalty 2617.944871 = -15713.002956
  nChanged 8
		SP:Iteration 3Q (8688.620000 sec): 3 clusters
  Score: Raw -18386.120671 + Penalty 2617.944871 = -15768.175800
  nChanged 8
		SP:Iteration 4Q (8688.620000 sec): 3 clusters
  Score: Raw -18469.409973 + Penalty 2617.944871 = -15851.465102
  nChanged 6
		SP:Iteration 5Q (8688.620000 sec): 3 clusters
  Score: Raw -18509.832764 + Penalty 2617.944871 = -15891.887893
  nChanged 0
		SP:Iteration 6F (8688.620000 sec): 3 clusters
  Score: Raw -18509.832764 + Penalty 2617.944871 = -15891.887893
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.620000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.620000 sec): 3 clusters
  Score: Raw -29565.730316 + Penalty 2686.385799 = -26879.344517
  nChanged 23
		SP:Iteration 1F (8688.630000 sec): 3 clusters
  Score: Raw -29672.656433 + Penalty 2686.385799 = -26986.270633
  nChanged 4
		SP:Iteration 2Q (8688.630000 sec): 3 clusters
  Score: Raw -29699.067070 + Penalty 2686.385799 = -27012.681271
  nChanged 1
		SP:Iteration 3Q (8688.630000 sec): 3 clusters
  Score: Raw -29701.277765 + Penalty 2686.385799 = -27014.891965
  nChanged 0
		SP:Iteration 4F (8688.630000 sec): 3 clusters
  Score: Raw -29701.277765 + Penalty 2686.385799 = -27014.891965
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.630000 sec): 2 clusters
  Score: Raw -46074.767155 + Penalty 1447.033063 = -44627.734092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.630000 sec): 3 clusters
  Score: Raw -46262.080040 + Penalty 2894.066126 = -43368.013915
  nChanged 56
		SP:Iteration 1F (8688.630000 sec): 3 clusters
  Score: Raw -46422.216169 + Penalty 2894.066126 = -43528.150043
  nChanged 21
		SP:Iteration 2F (8688.630000 sec): 3 clusters
  Score: Raw -46486.389777 + Penalty 2894.066126 = -43592.323651
  nChanged 9
		SP:Iteration 3Q (8688.630000 sec): 3 clusters
  Score: Raw -46515.635809 + Penalty 2894.066126 = -43621.569683
  nChanged 4
		SP:Iteration 4Q (8688.640000 sec): 3 clusters
  Score: Raw -46529.994153 + Penalty 2894.066126 = -43635.928027
  nChanged 3
		SP:Iteration 5Q (8688.640000 sec): 3 clusters
  Score: Raw -46541.725407 + Penalty 2894.066126 = -43647.659281
  nChanged 1
		SP:Iteration 6Q (8688.640000 sec): 3 clusters
  Score: Raw -46546.037854 + Penalty 2894.066126 = -43651.971728
  nChanged 1
		SP:Iteration 7Q (8688.640000 sec): 3 clusters
  Score: Raw -46548.213632 + Penalty 2894.066126 = -43654.147506
  nChanged 2
		SP:Iteration 8Q (8688.640000 sec): 3 clusters
  Score: Raw -46558.522561 + Penalty 2894.066126 = -43664.456435
  nChanged 2
		SP:Iteration 9Q (8688.640000 sec): 3 clusters
  Score: Raw -46565.486589 + Penalty 2894.066126 = -43671.420464
  nChanged 0
		SP:Iteration 10F (8688.640000 sec): 3 clusters
  Score: Raw -46565.486589 + Penalty 2894.066126 = -43671.420464
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.650000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.650000 sec): 3 clusters
  Score: Raw -55263.820755 + Penalty 3005.325105 = -52258.495650
  nChanged 74
		SP:Iteration 1F (8688.650000 sec): 3 clusters
  Score: Raw -55476.583553 + Penalty 3005.325105 = -52471.258448
  nChanged 27
		SP:Iteration 2F (8688.650000 sec): 3 clusters
  Score: Raw -55593.604602 + Penalty 3005.325105 = -52588.279497
  nChanged 8
		SP:Iteration 3Q (8688.650000 sec): 3 clusters
  Score: Raw -55609.197847 + Penalty 3005.325105 = -52603.872742
  nChanged 3
		SP:Iteration 4Q (8688.650000 sec): 3 clusters
  Score: Raw -55616.651585 + Penalty 3005.325105 = -52611.326480
  nChanged 5
		SP:Iteration 5Q (8688.650000 sec): 3 clusters
  Score: Raw -55624.985826 + Penalty 3005.325105 = -52619.660721
  nChanged 2
		SP:Iteration 6Q (8688.660000 sec): 3 clusters
  Score: Raw -55639.621825 + Penalty 3005.325105 = -52634.296720
  nChanged 3
		SP:Iteration 7Q (8688.660000 sec): 3 clusters
  Score: Raw -55649.269711 + Penalty 3005.325105 = -52643.944606
  nChanged 2
		SP:Iteration 8Q (8688.660000 sec): 3 clusters
  Score: Raw -55652.668274 + Penalty 3005.325105 = -52647.343169
  nChanged 2
		SP:Iteration 9Q (8688.660000 sec): 3 clusters
  Score: Raw -55655.579099 + Penalty 3005.325105 = -52650.253994
  nChanged 2
		SP:Iteration 10Q (8688.660000 sec): 3 clusters
  Score: Raw -55660.061740 + Penalty 3005.325105 = -52654.736635
  nChanged 0
		SP:Iteration 11F (8688.660000 sec): 3 clusters
  Score: Raw -55660.061740 + Penalty 3005.325105 = -52654.736635
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 39 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.670000 sec): 2 clusters
  Score: Raw -22896.629861 + Penalty 1287.853299 = -21608.776562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.670000 sec): 3 clusters
  Score: Raw -23279.357974 + Penalty 2575.706598 = -20703.651376
  nChanged 14
		SP:Iteration 1F (8688.670000 sec): 3 clusters
  Score: Raw -23361.713792 + Penalty 2575.706598 = -20786.007194
  nChanged 4
		SP:Iteration 2Q (8688.670000 sec): 3 clusters
  Score: Raw -23381.986022 + Penalty 2575.706598 = -20806.279424
  nChanged 5
		SP:Iteration 3Q (8688.670000 sec): 3 clusters
  Score: Raw -23403.551646 + Penalty 2575.706598 = -20827.845048
  nChanged 2
		SP:Iteration 4Q (8688.670000 sec): 3 clusters
  Score: Raw -23418.329386 + Penalty 2575.706598 = -20842.622788
  nChanged 1
		SP:Iteration 5Q (8688.670000 sec): 3 clusters
  Score: Raw -23424.808128 + Penalty 2575.706598 = -20849.101530
  nChanged 2
		SP:Iteration 6Q (8688.670000 sec): 3 clusters
  Score: Raw -23433.516937 + Penalty 2575.706598 = -20857.810339
  nChanged 0
		SP:Iteration 7F (8688.670000 sec): 3 clusters
  Score: Raw -23433.516937 + Penalty 2575.706598 = -20857.810339
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.670000 sec): 2 clusters
  Score: Raw -68690.960353 + Penalty 1547.104507 = -67143.855846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.680000 sec): 3 clusters
  Score: Raw -68739.252975 + Penalty 3094.209014 = -65645.043961
  nChanged 93
		SP:Iteration 1F (8688.680000 sec): 3 clusters
  Score: Raw -68941.393265 + Penalty 3094.209014 = -65847.184251
  nChanged 24
		SP:Iteration 2Q (8688.680000 sec): 3 clusters
  Score: Raw -68987.094214 + Penalty 3094.209014 = -65892.885200
  nChanged 9
		SP:Iteration 3Q (8688.680000 sec): 3 clusters
  Score: Raw -69015.491236 + Penalty 3094.209014 = -65921.282222
  nChanged 4
		SP:Iteration 4Q (8688.680000 sec): 3 clusters
  Score: Raw -69023.494317 + Penalty 3094.209014 = -65929.285303
  nChanged 2
		SP:Iteration 5Q (8688.690000 sec): 3 clusters
  Score: Raw -69026.021264 + Penalty 3094.209014 = -65931.812250
  nChanged 2
		SP:Iteration 6Q (8688.690000 sec): 3 clusters
  Score: Raw -69034.808020 + Penalty 3094.209014 = -65940.599006
  nChanged 2
		SP:Iteration 7Q (8688.690000 sec): 3 clusters
  Score: Raw -69037.390508 + Penalty 3094.209014 = -65943.181494
  nChanged 2
		SP:Iteration 8Q (8688.690000 sec): 3 clusters
  Score: Raw -69040.292960 + Penalty 3094.209014 = -65946.083946
  nChanged 0
		SP:Iteration 9F (8688.690000 sec): 3 clusters
  Score: Raw -69040.292960 + Penalty 3094.209014 = -65946.083946
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.690000 sec): 2 clusters
  Score: Raw -17477.088865 + Penalty 1346.477716 = -16130.611149
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.690000 sec): 3 clusters
  Score: Raw -17832.583873 + Penalty 2692.955432 = -15139.628441
  nChanged 41
		SP:Iteration 1F (8688.690000 sec): 3 clusters
  Score: Raw -18126.614745 + Penalty 2692.955432 = -15433.659313
  nChanged 23
		SP:Iteration 2F (8688.700000 sec): 3 clusters
  Score: Raw -18293.509636 + Penalty 2692.955432 = -15600.554204
  nChanged 12
		SP:Iteration 3F (8688.700000 sec): 3 clusters
  Score: Raw -18392.618504 + Penalty 2692.955432 = -15699.663072
  nChanged 6
		SP:Iteration 4Q (8688.700000 sec): 3 clusters
  Score: Raw -18423.538615 + Penalty 2692.955432 = -15730.583183
  nChanged 3
		SP:Iteration 5Q (8688.700000 sec): 3 clusters
  Score: Raw -18472.812382 + Penalty 2692.955432 = -15779.856950
  nChanged 0
		SP:Iteration 6F (8688.700000 sec): 3 clusters
  Score: Raw -18472.812382 + Penalty 2692.955432 = -15779.856950
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 42 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.700000 sec): 2 clusters
  Score: Raw -25518.930557 + Penalty 1352.919637 = -24166.010921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.700000 sec): 3 clusters
  Score: Raw -25739.713218 + Penalty 2705.839273 = -23033.873944
  nChanged 24
		SP:Iteration 1F (8688.710000 sec): 3 clusters
  Score: Raw -25846.315612 + Penalty 2705.839273 = -23140.476338
  nChanged 9
		SP:Iteration 2Q (8688.710000 sec): 3 clusters
  Score: Raw -25897.706873 + Penalty 2705.839273 = -23191.867600
  nChanged 8
		SP:Iteration 3Q (8688.710000 sec): 3 clusters
  Score: Raw -25983.713106 + Penalty 2705.839273 = -23277.873833
  nChanged 7
		SP:Iteration 4Q (8688.710000 sec): 3 clusters
  Score: Raw -26019.680611 + Penalty 2705.839273 = -23313.841337
  nChanged 5
		SP:Iteration 5Q (8688.710000 sec): 3 clusters
  Score: Raw -26044.134490 + Penalty 2705.839273 = -23338.295217
  nChanged 3
		SP:Iteration 6Q (8688.710000 sec): 3 clusters
  Score: Raw -26061.027115 + Penalty 2705.839273 = -23355.187842
  nChanged 6
		SP:Iteration 7Q (8688.710000 sec): 3 clusters
  Score: Raw -26113.420523 + Penalty 2705.839273 = -23407.581250
  nChanged 1
		SP:Iteration 8Q (8688.710000 sec): 3 clusters
  Score: Raw -26117.239715 + Penalty 2705.839273 = -23411.400441
  nChanged 2
		SP:Iteration 9Q (8688.710000 sec): 3 clusters
  Score: Raw -26136.049368 + Penalty 2705.839273 = -23430.210094
  nChanged 0
		SP:Iteration 10F (8688.710000 sec): 3 clusters
  Score: Raw -26136.049368 + Penalty 2705.839273 = -23430.210094
  nChanged 0
Iteration 339F (8730.580000 sec): 42 clusters
  Score: Raw -117677413.090371 + Penalty 138362.130809 = -117539050.959562
  nChanged 1
Iteration 340F (8772.420000 sec): 42 clusters
  Score: Raw -117677432.554899 + Penalty 138362.130809 = -117539070.424090
  nChanged 0
Writing temp clu file 
Because OldScore, -117539050.959562, is greater than current (better) Score,-117539070.424090 
 Compute initial score before splitting:   Score: Raw -117677432.554899 + Penalty 138362.130809 = -117539070.424090
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8772.570000 sec): 2 clusters
  Score: Raw -1048183.648990 + Penalty 2200.863096 = -1045982.785895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8772.600000 sec): 3 clusters
  Score: Raw -1044477.822123 + Penalty 4401.726192 = -1040076.095932
  nChanged 2872
		SP:Iteration 1F (8772.630000 sec): 3 clusters
  Score: Raw -1046052.953288 + Penalty 4401.726192 = -1041651.227097
  nChanged 497
		SP:Iteration 2F (8772.650000 sec): 3 clusters
  Score: Raw -1046308.184506 + Penalty 4401.726192 = -1041906.458315
  nChanged 361
		SP:Iteration 3F (8772.680000 sec): 3 clusters
  Score: Raw -1046489.625870 + Penalty 4401.726192 = -1042087.899678
  nChanged 293
		SP:Iteration 4Q (8772.700000 sec): 3 clusters
  Score: Raw -1046622.199858 + Penalty 4401.726192 = -1042220.473667
  nChanged 245
		SP:Iteration 5Q (8772.730000 sec): 3 clusters
  Score: Raw -1046722.897186 + Penalty 4401.726192 = -1042321.170994
  nChanged 174
		SP:Iteration 6Q (8772.750000 sec): 3 clusters
  Score: Raw -1046792.071113 + Penalty 4401.726192 = -1042390.344921
  nChanged 148
		SP:Iteration 7Q (8772.780000 sec): 3 clusters
  Score: Raw -1046861.730534 + Penalty 4401.726192 = -1042460.004342
  nChanged 166
		SP:Iteration 8Q (8772.800000 sec): 3 clusters
  Score: Raw -1046941.047179 + Penalty 4401.726192 = -1042539.320988
  nChanged 161
		SP:Iteration 9Q (8772.830000 sec): 3 clusters
  Score: Raw -1047018.091709 + Penalty 4401.726192 = -1042616.365517
  nChanged 152
		SP:Iteration 10Q (8772.850000 sec): 3 clusters
  Score: Raw -1047083.556234 + Penalty 4401.726192 = -1042681.830042
  nChanged 125
		SP:Iteration 11Q (8772.880000 sec): 3 clusters
  Score: Raw -1047139.271054 + Penalty 4401.726192 = -1042737.544862
  nChanged 109
		SP:Iteration 12Q (8772.900000 sec): 3 clusters
  Score: Raw -1047183.438183 + Penalty 4401.726192 = -1042781.711991
  nChanged 107
		SP:Iteration 13Q (8772.930000 sec): 3 clusters
  Score: Raw -1047231.434377 + Penalty 4401.726192 = -1042829.708186
  nChanged 113
		SP:Iteration 14Q (8772.950000 sec): 3 clusters
  Score: Raw -1047278.182593 + Penalty 4401.726192 = -1042876.456401
  nChanged 110
		SP:Iteration 15Q (8772.980000 sec): 3 clusters
  Score: Raw -1047328.695269 + Penalty 4401.726192 = -1042926.969077
  nChanged 128
		SP:Iteration 16Q (8773.000000 sec): 3 clusters
  Score: Raw -1047387.973653 + Penalty 4401.726192 = -1042986.247461
  nChanged 119
		SP:Iteration 17Q (8773.020000 sec): 3 clusters
  Score: Raw -1047446.800970 + Penalty 4401.726192 = -1043045.074778
  nChanged 138
		SP:Iteration 18Q (8773.050000 sec): 3 clusters
  Score: Raw -1047511.630780 + Penalty 4401.726192 = -1043109.904588
  nChanged 130
		SP:Iteration 19Q (8773.070000 sec): 3 clusters
  Score: Raw -1047573.174756 + Penalty 4401.726192 = -1043171.448565
  nChanged 106
		SP:Iteration 20F (8773.100000 sec): 3 clusters
  Score: Raw -1047618.675237 + Penalty 4401.726192 = -1043216.949045
  nChanged 110
		SP:Iteration 21Q (8773.120000 sec): 3 clusters
  Score: Raw -1047668.529640 + Penalty 4401.726192 = -1043266.803448
  nChanged 115
		SP:Iteration 22Q (8773.140000 sec): 3 clusters
  Score: Raw -1047726.215954 + Penalty 4401.726192 = -1043324.489762
  nChanged 123
		SP:Iteration 23Q (8773.170000 sec): 3 clusters
  Score: Raw -1047786.965619 + Penalty 4401.726192 = -1043385.239427
  nChanged 104
		SP:Iteration 24Q (8773.190000 sec): 3 clusters
  Score: Raw -1047839.094215 + Penalty 4401.726192 = -1043437.368024
  nChanged 110
		SP:Iteration 25Q (8773.220000 sec): 3 clusters
  Score: Raw -1047893.076025 + Penalty 4401.726192 = -1043491.349833
  nChanged 94
		SP:Iteration 26Q (8773.240000 sec): 3 clusters
  Score: Raw -1047951.148789 + Penalty 4401.726192 = -1043549.422598
  nChanged 103
		SP:Iteration 27Q (8773.260000 sec): 3 clusters
  Score: Raw -1048023.636281 + Penalty 4401.726192 = -1043621.910089
  nChanged 97
		SP:Iteration 28Q (8773.280000 sec): 3 clusters
  Score: Raw -1048082.572988 + Penalty 4401.726192 = -1043680.846796
  nChanged 95
		SP:Iteration 29Q (8773.300000 sec): 3 clusters
  Score: Raw -1048138.202463 + Penalty 4401.726192 = -1043736.476271
  nChanged 85
		SP:Iteration 30Q (8773.330000 sec): 3 clusters
  Score: Raw -1048195.868058 + Penalty 4401.726192 = -1043794.141866
  nChanged 75
		SP:Iteration 31Q (8773.350000 sec): 3 clusters
  Score: Raw -1048248.523901 + Penalty 4401.726192 = -1043846.797710
  nChanged 61
		SP:Iteration 32Q (8773.370000 sec): 3 clusters
  Score: Raw -1048286.201226 + Penalty 4401.726192 = -1043884.475035
  nChanged 38
		SP:Iteration 33Q (8773.390000 sec): 3 clusters
  Score: Raw -1048307.718565 + Penalty 4401.726192 = -1043905.992373
  nChanged 45
		SP:Iteration 34Q (8773.410000 sec): 3 clusters
  Score: Raw -1048329.637421 + Penalty 4401.726192 = -1043927.911229
  nChanged 31
		SP:Iteration 35Q (8773.430000 sec): 3 clusters
  Score: Raw -1048347.177415 + Penalty 4401.726192 = -1043945.451224
  nChanged 28
		SP:Iteration 36Q (8773.460000 sec): 3 clusters
  Score: Raw -1048362.024891 + Penalty 4401.726192 = -1043960.298699
  nChanged 21
		SP:Iteration 37Q (8773.480000 sec): 3 clusters
  Score: Raw -1048377.741662 + Penalty 4401.726192 = -1043976.015470
  nChanged 19
		SP:Iteration 38Q (8773.500000 sec): 3 clusters
  Score: Raw -1048390.533277 + Penalty 4401.726192 = -1043988.807085
  nChanged 23
		SP:Iteration 39Q (8773.520000 sec): 3 clusters
  Score: Raw -1048403.912248 + Penalty 4401.726192 = -1044002.186056
  nChanged 19
		SP:Iteration 40F (8773.540000 sec): 3 clusters
  Score: Raw -1048413.715380 + Penalty 4401.726192 = -1044011.989189
  nChanged 13
		SP:Iteration 41Q (8773.560000 sec): 3 clusters
  Score: Raw -1048420.019716 + Penalty 4401.726192 = -1044018.293524
  nChanged 11
		SP:Iteration 42Q (8773.580000 sec): 3 clusters
  Score: Raw -1048425.466212 + Penalty 4401.726192 = -1044023.740020
  nChanged 4
		SP:Iteration 43Q (8773.600000 sec): 3 clusters
  Score: Raw -1048428.027111 + Penalty 4401.726192 = -1044026.300919
  nChanged 2
		SP:Iteration 44Q (8773.620000 sec): 3 clusters
  Score: Raw -1048430.165341 + Penalty 4401.726192 = -1044028.439149
  nChanged 1
		SP:Iteration 45Q (8773.640000 sec): 3 clusters
  Score: Raw -1048430.478576 + Penalty 4401.726192 = -1044028.752385
  nChanged 1
		SP:Iteration 46Q (8773.660000 sec): 3 clusters
  Score: Raw -1048431.104152 + Penalty 4401.726192 = -1044029.377960
  nChanged 1
		SP:Iteration 47Q (8773.680000 sec): 3 clusters
  Score: Raw -1048432.795856 + Penalty 4401.726192 = -1044031.069664
  nChanged 2
		SP:Iteration 48Q (8773.700000 sec): 3 clusters
  Score: Raw -1048433.668594 + Penalty 4401.726192 = -1044031.942402
  nChanged 0
		SP:Iteration 49F (8773.730000 sec): 3 clusters
  Score: Raw -1048433.668594 + Penalty 4401.726192 = -1044031.942402
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8773.760000 sec): 2 clusters
  Score: Raw -1106221.456500 + Penalty 2217.924743 = -1104003.531757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8773.780000 sec): 3 clusters
  Score: Raw -1102237.883185 + Penalty 4435.849487 = -1097802.033699
  nChanged 3127
		SP:Iteration 1F (8773.810000 sec): 3 clusters
  Score: Raw -1103980.308116 + Penalty 4435.849487 = -1099544.458629
  nChanged 550
		SP:Iteration 2F (8773.840000 sec): 3 clusters
  Score: Raw -1104289.391978 + Penalty 4435.849487 = -1099853.542491
  nChanged 422
		SP:Iteration 3F (8773.860000 sec): 3 clusters
  Score: Raw -1104521.445124 + Penalty 4435.849487 = -1100085.595638
  nChanged 367
		SP:Iteration 4Q (8773.890000 sec): 3 clusters
  Score: Raw -1104745.513152 + Penalty 4435.849487 = -1100309.663665
  nChanged 342
		SP:Iteration 5Q (8773.920000 sec): 3 clusters
  Score: Raw -1104965.549613 + Penalty 4435.849487 = -1100529.700126
  nChanged 328
		SP:Iteration 6Q (8773.940000 sec): 3 clusters
  Score: Raw -1105162.945232 + Penalty 4435.849487 = -1100727.095745
  nChanged 272
		SP:Iteration 7Q (8773.970000 sec): 3 clusters
  Score: Raw -1105321.766598 + Penalty 4435.849487 = -1100885.917111
  nChanged 243
		SP:Iteration 8Q (8774.000000 sec): 3 clusters
  Score: Raw -1105464.806055 + Penalty 4435.849487 = -1101028.956569
  nChanged 242
		SP:Iteration 9Q (8774.020000 sec): 3 clusters
  Score: Raw -1105614.794279 + Penalty 4435.849487 = -1101178.944792
  nChanged 213
		SP:Iteration 10Q (8774.050000 sec): 3 clusters
  Score: Raw -1105745.377237 + Penalty 4435.849487 = -1101309.527750
  nChanged 181
		SP:Iteration 11Q (8774.080000 sec): 3 clusters
  Score: Raw -1105866.535444 + Penalty 4435.849487 = -1101430.685958
  nChanged 166
		SP:Iteration 12Q (8774.100000 sec): 3 clusters
  Score: Raw -1105978.474114 + Penalty 4435.849487 = -1101542.624628
  nChanged 171
		SP:Iteration 13Q (8774.130000 sec): 3 clusters
  Score: Raw -1106106.036071 + Penalty 4435.849487 = -1101670.186584
  nChanged 162
		SP:Iteration 14Q (8774.150000 sec): 3 clusters
  Score: Raw -1106224.240747 + Penalty 4435.849487 = -1101788.391260
  nChanged 152
		SP:Iteration 15Q (8774.180000 sec): 3 clusters
  Score: Raw -1106335.699194 + Penalty 4435.849487 = -1101899.849707
  nChanged 123
		SP:Iteration 16Q (8774.200000 sec): 3 clusters
  Score: Raw -1106416.558592 + Penalty 4435.849487 = -1101980.709106
  nChanged 99
		SP:Iteration 17Q (8774.230000 sec): 3 clusters
  Score: Raw -1106491.823837 + Penalty 4435.849487 = -1102055.974350
  nChanged 104
		SP:Iteration 18Q (8774.250000 sec): 3 clusters
  Score: Raw -1106584.035180 + Penalty 4435.849487 = -1102148.185693
  nChanged 95
		SP:Iteration 19Q (8774.270000 sec): 3 clusters
  Score: Raw -1106652.829679 + Penalty 4435.849487 = -1102216.980192
  nChanged 65
		SP:Iteration 20F (8774.300000 sec): 3 clusters
  Score: Raw -1106691.440401 + Penalty 4435.849487 = -1102255.590914
  nChanged 59
		SP:Iteration 21Q (8774.320000 sec): 3 clusters
  Score: Raw -1106724.496978 + Penalty 4435.849487 = -1102288.647491
  nChanged 49
		SP:Iteration 22Q (8774.340000 sec): 3 clusters
  Score: Raw -1106747.350806 + Penalty 4435.849487 = -1102311.501319
  nChanged 37
		SP:Iteration 23Q (8774.370000 sec): 3 clusters
  Score: Raw -1106764.677737 + Penalty 4435.849487 = -1102328.828250
  nChanged 34
		SP:Iteration 24Q (8774.390000 sec): 3 clusters
  Score: Raw -1106782.066678 + Penalty 4435.849487 = -1102346.217191
  nChanged 22
		SP:Iteration 25Q (8774.410000 sec): 3 clusters
  Score: Raw -1106792.683073 + Penalty 4435.849487 = -1102356.833586
  nChanged 16
		SP:Iteration 26Q (8774.430000 sec): 3 clusters
  Score: Raw -1106799.020705 + Penalty 4435.849487 = -1102363.171218
  nChanged 15
		SP:Iteration 27Q (8774.460000 sec): 3 clusters
  Score: Raw -1106806.194805 + Penalty 4435.849487 = -1102370.345318
  nChanged 19
		SP:Iteration 28Q (8774.480000 sec): 3 clusters
  Score: Raw -1106815.234368 + Penalty 4435.849487 = -1102379.384882
  nChanged 20
		SP:Iteration 29Q (8774.500000 sec): 3 clusters
  Score: Raw -1106823.200990 + Penalty 4435.849487 = -1102387.351503
  nChanged 14
		SP:Iteration 30Q (8774.520000 sec): 3 clusters
  Score: Raw -1106829.580266 + Penalty 4435.849487 = -1102393.730779
  nChanged 14
		SP:Iteration 31Q (8774.540000 sec): 3 clusters
  Score: Raw -1106835.231290 + Penalty 4435.849487 = -1102399.381803
  nChanged 14
		SP:Iteration 32Q (8774.560000 sec): 3 clusters
  Score: Raw -1106841.907902 + Penalty 4435.849487 = -1102406.058415
  nChanged 12
		SP:Iteration 33Q (8774.590000 sec): 3 clusters
  Score: Raw -1106847.860548 + Penalty 4435.849487 = -1102412.011061
  nChanged 18
		SP:Iteration 34Q (8774.610000 sec): 3 clusters
  Score: Raw -1106856.687505 + Penalty 4435.849487 = -1102420.838018
  nChanged 18
		SP:Iteration 35Q (8774.630000 sec): 3 clusters
  Score: Raw -1106865.992245 + Penalty 4435.849487 = -1102430.142758
  nChanged 25
		SP:Iteration 36Q (8774.650000 sec): 3 clusters
  Score: Raw -1106877.254885 + Penalty 4435.849487 = -1102441.405398
  nChanged 11
		SP:Iteration 37Q (8774.670000 sec): 3 clusters
  Score: Raw -1106881.763981 + Penalty 4435.849487 = -1102445.914495
  nChanged 10
		SP:Iteration 38Q (8774.690000 sec): 3 clusters
  Score: Raw -1106886.144029 + Penalty 4435.849487 = -1102450.294543
  nChanged 7
		SP:Iteration 39Q (8774.720000 sec): 3 clusters
  Score: Raw -1106890.039183 + Penalty 4435.849487 = -1102454.189696
  nChanged 8
		SP:Iteration 40F (8774.740000 sec): 3 clusters
  Score: Raw -1106893.080373 + Penalty 4435.849487 = -1102457.230886
  nChanged 9
		SP:Iteration 41Q (8774.760000 sec): 3 clusters
  Score: Raw -1106897.670117 + Penalty 4435.849487 = -1102461.820631
  nChanged 8
		SP:Iteration 42Q (8774.780000 sec): 3 clusters
  Score: Raw -1106902.075394 + Penalty 4435.849487 = -1102466.225908
  nChanged 9
		SP:Iteration 43Q (8774.800000 sec): 3 clusters
  Score: Raw -1106904.631617 + Penalty 4435.849487 = -1102468.782130
  nChanged 5
		SP:Iteration 44Q (8774.830000 sec): 3 clusters
  Score: Raw -1106907.620693 + Penalty 4435.849487 = -1102471.771207
  nChanged 8
		SP:Iteration 45Q (8774.850000 sec): 3 clusters
  Score: Raw -1106911.760775 + Penalty 4435.849487 = -1102475.911289
  nChanged 6
		SP:Iteration 46Q (8774.870000 sec): 3 clusters
  Score: Raw -1106914.170425 + Penalty 4435.849487 = -1102478.320938
  nChanged 9
		SP:Iteration 47Q (8774.890000 sec): 3 clusters
  Score: Raw -1106918.095378 + Penalty 4435.849487 = -1102482.245891
  nChanged 6
		SP:Iteration 48Q (8774.910000 sec): 3 clusters
  Score: Raw -1106920.561442 + Penalty 4435.849487 = -1102484.711955
  nChanged 3
		SP:Iteration 49Q (8774.930000 sec): 3 clusters
  Score: Raw -1106922.324583 + Penalty 4435.849487 = -1102486.475097
  nChanged 5
		SP:Iteration 50Q (8774.950000 sec): 3 clusters
  Score: Raw -1106924.388570 + Penalty 4435.849487 = -1102488.539083
  nChanged 5
		SP:Iteration 51Q (8774.970000 sec): 3 clusters
  Score: Raw -1106927.604827 + Penalty 4435.849487 = -1102491.755341
  nChanged 4
		SP:Iteration 52Q (8774.990000 sec): 3 clusters
  Score: Raw -1106929.919822 + Penalty 4435.849487 = -1102494.070335
  nChanged 5
		SP:Iteration 53Q (8775.020000 sec): 3 clusters
  Score: Raw -1106933.237766 + Penalty 4435.849487 = -1102497.388279
  nChanged 4
		SP:Iteration 54Q (8775.040000 sec): 3 clusters
  Score: Raw -1106934.867862 + Penalty 4435.849487 = -1102499.018375
  nChanged 1
		SP:Iteration 55Q (8775.060000 sec): 3 clusters
  Score: Raw -1106935.284284 + Penalty 4435.849487 = -1102499.434798
  nChanged 1
		SP:Iteration 56Q (8775.080000 sec): 3 clusters
  Score: Raw -1106935.544542 + Penalty 4435.849487 = -1102499.695055
  nChanged 1
		SP:Iteration 57Q (8775.100000 sec): 3 clusters
  Score: Raw -1106935.860291 + Penalty 4435.849487 = -1102500.010804
  nChanged 0
		SP:Iteration 58F (8775.120000 sec): 3 clusters
  Score: Raw -1106935.860291 + Penalty 4435.849487 = -1102500.010804
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8775.220000 sec): 2 clusters
  Score: Raw -4024112.096684 + Penalty 2532.694661 = -4021579.402023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8775.320000 sec): 3 clusters
  Score: Raw -4007829.248363 + Penalty 5065.389321 = -4002763.859042
  nChanged 12151
		SP:Iteration 1F (8775.420000 sec): 3 clusters
  Score: Raw -4014508.497105 + Penalty 5065.389321 = -4009443.107784
  nChanged 1296
		SP:Iteration 2Q (8775.520000 sec): 3 clusters
  Score: Raw -4014911.015101 + Penalty 5065.389321 = -4009845.625780
  nChanged 1061
		SP:Iteration 3Q (8775.620000 sec): 3 clusters
  Score: Raw -4015229.014858 + Penalty 5065.389321 = -4010163.625536
  nChanged 950
		SP:Iteration 4Q (8775.720000 sec): 3 clusters
  Score: Raw -4015531.023594 + Penalty 5065.389321 = -4010465.634273
  nChanged 917
		SP:Iteration 5Q (8775.820000 sec): 3 clusters
  Score: Raw -4015847.202117 + Penalty 5065.389321 = -4010781.812795
  nChanged 991
		SP:Iteration 6Q (8775.920000 sec): 3 clusters
  Score: Raw -4016231.238435 + Penalty 5065.389321 = -4011165.849114
  nChanged 1155
		SP:Iteration 7Q (8776.020000 sec): 3 clusters
  Score: Raw -4016805.085305 + Penalty 5065.389321 = -4011739.695983
  nChanged 1450
		SP:Iteration 8F (8776.120000 sec): 3 clusters
  Score: Raw -4017658.677048 + Penalty 5065.389321 = -4012593.287726
  nChanged 1691
		SP:Iteration 9F (8776.220000 sec): 3 clusters
  Score: Raw -4018851.735663 + Penalty 5065.389321 = -4013786.346342
  nChanged 1869
		SP:Iteration 10F (8776.320000 sec): 3 clusters
  Score: Raw -4020344.368645 + Penalty 5065.389321 = -4015278.979324
  nChanged 1688
		SP:Iteration 11F (8776.420000 sec): 3 clusters
  Score: Raw -4021794.702534 + Penalty 5065.389321 = -4016729.313213
  nChanged 1286
		SP:Iteration 12Q (8776.510000 sec): 3 clusters
  Score: Raw -4022974.835631 + Penalty 5065.389321 = -4017909.446310
  nChanged 791
		SP:Iteration 13Q (8776.600000 sec): 3 clusters
  Score: Raw -4023701.388123 + Penalty 5065.389321 = -4018635.998802
  nChanged 367
		SP:Iteration 14Q (8776.680000 sec): 3 clusters
  Score: Raw -4024046.912445 + Penalty 5065.389321 = -4018981.523124
  nChanged 164
		SP:Iteration 15Q (8776.760000 sec): 3 clusters
  Score: Raw -4024210.071438 + Penalty 5065.389321 = -4019144.682117
  nChanged 77
		SP:Iteration 16Q (8776.830000 sec): 3 clusters
  Score: Raw -4024300.254263 + Penalty 5065.389321 = -4019234.864942
  nChanged 41
		SP:Iteration 17Q (8776.910000 sec): 3 clusters
  Score: Raw -4024347.813582 + Penalty 5065.389321 = -4019282.424261
  nChanged 21
		SP:Iteration 18Q (8776.980000 sec): 3 clusters
  Score: Raw -4024374.864764 + Penalty 5065.389321 = -4019309.475443
  nChanged 18
		SP:Iteration 19Q (8777.050000 sec): 3 clusters
  Score: Raw -4024398.975936 + Penalty 5065.389321 = -4019333.586615
  nChanged 10
		SP:Iteration 20F (8777.150000 sec): 3 clusters
  Score: Raw -4024413.185596 + Penalty 5065.389321 = -4019347.796275
  nChanged 4
		SP:Iteration 21Q (8777.220000 sec): 3 clusters
  Score: Raw -4024420.007861 + Penalty 5065.389321 = -4019354.618540
  nChanged 6
		SP:Iteration 22Q (8777.290000 sec): 3 clusters
  Score: Raw -4024425.759783 + Penalty 5065.389321 = -4019360.370462
  nChanged 2
		SP:Iteration 23Q (8777.360000 sec): 3 clusters
  Score: Raw -4024427.828713 + Penalty 5065.389321 = -4019362.439392
  nChanged 2
		SP:Iteration 24Q (8777.430000 sec): 3 clusters
  Score: Raw -4024429.877293 + Penalty 5065.389321 = -4019364.487971
  nChanged 1
		SP:Iteration 25Q (8777.500000 sec): 3 clusters
  Score: Raw -4024430.501371 + Penalty 5065.389321 = -4019365.112050
  nChanged 0
		SP:Iteration 26F (8777.600000 sec): 3 clusters
  Score: Raw -4024430.501371 + Penalty 5065.389321 = -4019365.112050
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8777.670000 sec): 2 clusters
  Score: Raw -3338101.850046 + Penalty 2502.075052 = -3335599.774994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8777.760000 sec): 3 clusters
  Score: Raw -3323926.060103 + Penalty 5004.150104 = -3318921.909999
  nChanged 10699
		SP:Iteration 1F (8777.850000 sec): 3 clusters
  Score: Raw -3329823.075892 + Penalty 5004.150104 = -3324818.925788
  nChanged 1327
		SP:Iteration 2F (8777.930000 sec): 3 clusters
  Score: Raw -3330316.255611 + Penalty 5004.150104 = -3325312.105506
  nChanged 1131
		SP:Iteration 3Q (8778.020000 sec): 3 clusters
  Score: Raw -3330725.956990 + Penalty 5004.150104 = -3325721.806886
  nChanged 1030
		SP:Iteration 4Q (8778.110000 sec): 3 clusters
  Score: Raw -3331109.937629 + Penalty 5004.150104 = -3326105.787524
  nChanged 979
		SP:Iteration 5Q (8778.190000 sec): 3 clusters
  Score: Raw -3331471.513803 + Penalty 5004.150104 = -3326467.363698
  nChanged 924
		SP:Iteration 6Q (8778.280000 sec): 3 clusters
  Score: Raw -3331817.521583 + Penalty 5004.150104 = -3326813.371479
  nChanged 923
		SP:Iteration 7Q (8778.360000 sec): 3 clusters
  Score: Raw -3332180.461023 + Penalty 5004.150104 = -3327176.310919
  nChanged 904
		SP:Iteration 8Q (8778.450000 sec): 3 clusters
  Score: Raw -3332562.927972 + Penalty 5004.150104 = -3327558.777868
  nChanged 990
		SP:Iteration 9Q (8778.530000 sec): 3 clusters
  Score: Raw -3333048.394050 + Penalty 5004.150104 = -3328044.243946
  nChanged 1001
		SP:Iteration 10Q (8778.620000 sec): 3 clusters
  Score: Raw -3333524.551045 + Penalty 5004.150104 = -3328520.400940
  nChanged 921
		SP:Iteration 11Q (8778.710000 sec): 3 clusters
  Score: Raw -3333969.449017 + Penalty 5004.150104 = -3328965.298912
  nChanged 876
		SP:Iteration 12Q (8778.790000 sec): 3 clusters
  Score: Raw -3334424.191196 + Penalty 5004.150104 = -3329420.041091
  nChanged 831
		SP:Iteration 13Q (8778.870000 sec): 3 clusters
  Score: Raw -3334849.142076 + Penalty 5004.150104 = -3329844.991972
  nChanged 699
		SP:Iteration 14Q (8778.960000 sec): 3 clusters
  Score: Raw -3335161.558992 + Penalty 5004.150104 = -3330157.408888
  nChanged 581
		SP:Iteration 15Q (8779.050000 sec): 3 clusters
  Score: Raw -3335393.890749 + Penalty 5004.150104 = -3330389.740644
  nChanged 487
		SP:Iteration 16Q (8779.130000 sec): 3 clusters
  Score: Raw -3335568.644323 + Penalty 5004.150104 = -3330564.494219
  nChanged 394
		SP:Iteration 17Q (8779.210000 sec): 3 clusters
  Score: Raw -3335681.768265 + Penalty 5004.150104 = -3330677.618161
  nChanged 358
		SP:Iteration 18Q (8779.290000 sec): 3 clusters
  Score: Raw -3335793.773050 + Penalty 5004.150104 = -3330789.622945
  nChanged 339
		SP:Iteration 19Q (8779.370000 sec): 3 clusters
  Score: Raw -3335912.101874 + Penalty 5004.150104 = -3330907.951770
  nChanged 329
		SP:Iteration 20F (8779.460000 sec): 3 clusters
  Score: Raw -3336019.993229 + Penalty 5004.150104 = -3331015.843125
  nChanged 320
		SP:Iteration 21Q (8779.540000 sec): 3 clusters
  Score: Raw -3336123.950170 + Penalty 5004.150104 = -3331119.800066
  nChanged 308
		SP:Iteration 22Q (8779.630000 sec): 3 clusters
  Score: Raw -3336227.261321 + Penalty 5004.150104 = -3331223.111216
  nChanged 293
		SP:Iteration 23Q (8779.710000 sec): 3 clusters
  Score: Raw -3336319.371907 + Penalty 5004.150104 = -3331315.221802
  nChanged 284
		SP:Iteration 24Q (8779.790000 sec): 3 clusters
  Score: Raw -3336404.707665 + Penalty 5004.150104 = -3331400.557561
  nChanged 301
		SP:Iteration 25Q (8779.870000 sec): 3 clusters
  Score: Raw -3336506.397753 + Penalty 5004.150104 = -3331502.247649
  nChanged 300
		SP:Iteration 26Q (8779.950000 sec): 3 clusters
  Score: Raw -3336607.963082 + Penalty 5004.150104 = -3331603.812978
  nChanged 309
		SP:Iteration 27Q (8780.030000 sec): 3 clusters
  Score: Raw -3336715.021493 + Penalty 5004.150104 = -3331710.871389
  nChanged 307
		SP:Iteration 28Q (8780.110000 sec): 3 clusters
  Score: Raw -3336827.252357 + Penalty 5004.150104 = -3331823.102253
  nChanged 300
		SP:Iteration 29Q (8780.190000 sec): 3 clusters
  Score: Raw -3336946.568316 + Penalty 5004.150104 = -3331942.418212
  nChanged 319
		SP:Iteration 30Q (8780.270000 sec): 3 clusters
  Score: Raw -3337079.909299 + Penalty 5004.150104 = -3332075.759195
  nChanged 318
		SP:Iteration 31Q (8780.340000 sec): 3 clusters
  Score: Raw -3337211.467591 + Penalty 5004.150104 = -3332207.317487
  nChanged 318
		SP:Iteration 32Q (8780.420000 sec): 3 clusters
  Score: Raw -3337345.331173 + Penalty 5004.150104 = -3332341.181069
  nChanged 291
		SP:Iteration 33Q (8780.490000 sec): 3 clusters
  Score: Raw -3337468.040369 + Penalty 5004.150104 = -3332463.890265
  nChanged 257
		SP:Iteration 34Q (8780.570000 sec): 3 clusters
  Score: Raw -3337574.074061 + Penalty 5004.150104 = -3332569.923957
  nChanged 238
		SP:Iteration 35Q (8780.640000 sec): 3 clusters
  Score: Raw -3337667.000052 + Penalty 5004.150104 = -3332662.849947
  nChanged 237
		SP:Iteration 36Q (8780.710000 sec): 3 clusters
  Score: Raw -3337785.737422 + Penalty 5004.150104 = -3332781.587318
  nChanged 215
		SP:Iteration 37Q (8780.790000 sec): 3 clusters
  Score: Raw -3337902.995546 + Penalty 5004.150104 = -3332898.845442
  nChanged 216
		SP:Iteration 38Q (8780.850000 sec): 3 clusters
  Score: Raw -3338006.166053 + Penalty 5004.150104 = -3333002.015949
  nChanged 186
		SP:Iteration 39Q (8780.930000 sec): 3 clusters
  Score: Raw -3338084.265528 + Penalty 5004.150104 = -3333080.115424
  nChanged 152
		SP:Iteration 40F (8781.010000 sec): 3 clusters
  Score: Raw -3338151.989323 + Penalty 5004.150104 = -3333147.839219
  nChanged 127
		SP:Iteration 41Q (8781.080000 sec): 3 clusters
  Score: Raw -3338202.631174 + Penalty 5004.150104 = -3333198.481070
  nChanged 118
		SP:Iteration 42Q (8781.150000 sec): 3 clusters
  Score: Raw -3338249.825499 + Penalty 5004.150104 = -3333245.675395
  nChanged 105
		SP:Iteration 43Q (8781.210000 sec): 3 clusters
  Score: Raw -3338288.676222 + Penalty 5004.150104 = -3333284.526118
  nChanged 95
		SP:Iteration 44Q (8781.280000 sec): 3 clusters
  Score: Raw -3338321.757131 + Penalty 5004.150104 = -3333317.607027
  nChanged 77
		SP:Iteration 45Q (8781.350000 sec): 3 clusters
  Score: Raw -3338353.194794 + Penalty 5004.150104 = -3333349.044690
  nChanged 65
		SP:Iteration 46Q (8781.420000 sec): 3 clusters
  Score: Raw -3338379.688835 + Penalty 5004.150104 = -3333375.538731
  nChanged 70
		SP:Iteration 47Q (8781.480000 sec): 3 clusters
  Score: Raw -3338403.835904 + Penalty 5004.150104 = -3333399.685800
  nChanged 62
		SP:Iteration 48Q (8781.550000 sec): 3 clusters
  Score: Raw -3338426.919947 + Penalty 5004.150104 = -3333422.769843
  nChanged 51
		SP:Iteration 49Q (8781.610000 sec): 3 clusters
  Score: Raw -3338446.392052 + Penalty 5004.150104 = -3333442.241947
  nChanged 52
		SP:Iteration 50Q (8781.680000 sec): 3 clusters
  Score: Raw -3338466.892489 + Penalty 5004.150104 = -3333462.742385
  nChanged 39
		SP:Iteration 51Q (8781.750000 sec): 3 clusters
  Score: Raw -3338480.407164 + Penalty 5004.150104 = -3333476.257060
  nChanged 32
		SP:Iteration 52Q (8781.810000 sec): 3 clusters
  Score: Raw -3338492.133097 + Penalty 5004.150104 = -3333487.982992
  nChanged 34
		SP:Iteration 53Q (8781.870000 sec): 3 clusters
  Score: Raw -3338503.275990 + Penalty 5004.150104 = -3333499.125886
  nChanged 28
		SP:Iteration 54Q (8781.940000 sec): 3 clusters
  Score: Raw -3338512.838177 + Penalty 5004.150104 = -3333508.688073
  nChanged 31
		SP:Iteration 55Q (8782.010000 sec): 3 clusters
  Score: Raw -3338523.620760 + Penalty 5004.150104 = -3333519.470656
  nChanged 27
		SP:Iteration 56Q (8782.070000 sec): 3 clusters
  Score: Raw -3338533.278947 + Penalty 5004.150104 = -3333529.128842
  nChanged 25
		SP:Iteration 57Q (8782.140000 sec): 3 clusters
  Score: Raw -3338542.344653 + Penalty 5004.150104 = -3333538.194549
  nChanged 24
		SP:Iteration 58Q (8782.200000 sec): 3 clusters
  Score: Raw -3338549.209841 + Penalty 5004.150104 = -3333545.059736
  nChanged 15
		SP:Iteration 59Q (8782.270000 sec): 3 clusters
  Score: Raw -3338553.194159 + Penalty 5004.150104 = -3333549.044054
  nChanged 12
		SP:Iteration 60F (8782.350000 sec): 3 clusters
  Score: Raw -3338557.661460 + Penalty 5004.150104 = -3333553.511356
  nChanged 12
		SP:Iteration 61Q (8782.420000 sec): 3 clusters
  Score: Raw -3338560.933218 + Penalty 5004.150104 = -3333556.783114
  nChanged 6
		SP:Iteration 62Q (8782.490000 sec): 3 clusters
  Score: Raw -3338562.388609 + Penalty 5004.150104 = -3333558.238504
  nChanged 5
		SP:Iteration 63Q (8782.550000 sec): 3 clusters
  Score: Raw -3338564.631573 + Penalty 5004.150104 = -3333560.481469
  nChanged 5
		SP:Iteration 64Q (8782.620000 sec): 3 clusters
  Score: Raw -3338567.631151 + Penalty 5004.150104 = -3333563.481047
  nChanged 14
		SP:Iteration 65Q (8782.690000 sec): 3 clusters
  Score: Raw -3338573.700011 + Penalty 5004.150104 = -3333569.549907
  nChanged 13
		SP:Iteration 66Q (8782.760000 sec): 3 clusters
  Score: Raw -3338577.840803 + Penalty 5004.150104 = -3333573.690699
  nChanged 8
		SP:Iteration 67Q (8782.820000 sec): 3 clusters
  Score: Raw -3338581.837539 + Penalty 5004.150104 = -3333577.687435
  nChanged 8
		SP:Iteration 68Q (8782.880000 sec): 3 clusters
  Score: Raw -3338585.272881 + Penalty 5004.150104 = -3333581.122777
  nChanged 6
		SP:Iteration 69Q (8782.950000 sec): 3 clusters
  Score: Raw -3338587.390694 + Penalty 5004.150104 = -3333583.240590
  nChanged 10
		SP:Iteration 70Q (8783.010000 sec): 3 clusters
  Score: Raw -3338591.532977 + Penalty 5004.150104 = -3333587.382873
  nChanged 12
		SP:Iteration 71Q (8783.070000 sec): 3 clusters
  Score: Raw -3338596.568550 + Penalty 5004.150104 = -3333592.418446
  nChanged 10
		SP:Iteration 72Q (8783.140000 sec): 3 clusters
  Score: Raw -3338600.606640 + Penalty 5004.150104 = -3333596.456536
  nChanged 11
		SP:Iteration 73Q (8783.200000 sec): 3 clusters
  Score: Raw -3338603.473369 + Penalty 5004.150104 = -3333599.323265
  nChanged 7
		SP:Iteration 74Q (8783.270000 sec): 3 clusters
  Score: Raw -3338605.149367 + Penalty 5004.150104 = -3333600.999263
  nChanged 6
		SP:Iteration 75Q (8783.330000 sec): 3 clusters
  Score: Raw -3338607.757887 + Penalty 5004.150104 = -3333603.607782
  nChanged 7
		SP:Iteration 76Q (8783.390000 sec): 3 clusters
  Score: Raw -3338610.341317 + Penalty 5004.150104 = -3333606.191212
  nChanged 14
		SP:Iteration 77Q (8783.460000 sec): 3 clusters
  Score: Raw -3338616.669751 + Penalty 5004.150104 = -3333612.519646
  nChanged 17
		SP:Iteration 78Q (8783.520000 sec): 3 clusters
  Score: Raw -3338623.672477 + Penalty 5004.150104 = -3333619.522373
  nChanged 7
		SP:Iteration 79Q (8783.590000 sec): 3 clusters
  Score: Raw -3338626.357524 + Penalty 5004.150104 = -3333622.207420
  nChanged 6
		SP:Iteration 80F (8783.670000 sec): 3 clusters
  Score: Raw -3338628.648394 + Penalty 5004.150104 = -3333624.498289
  nChanged 6
		SP:Iteration 81Q (8783.730000 sec): 3 clusters
  Score: Raw -3338630.155954 + Penalty 5004.150104 = -3333626.005850
  nChanged 6
		SP:Iteration 82Q (8783.790000 sec): 3 clusters
  Score: Raw -3338632.354020 + Penalty 5004.150104 = -3333628.203916
  nChanged 9
		SP:Iteration 83Q (8783.860000 sec): 3 clusters
  Score: Raw -3338635.238618 + Penalty 5004.150104 = -3333631.088514
  nChanged 4
		SP:Iteration 84Q (8783.920000 sec): 3 clusters
  Score: Raw -3338636.273751 + Penalty 5004.150104 = -3333632.123647
  nChanged 6
		SP:Iteration 85Q (8783.990000 sec): 3 clusters
  Score: Raw -3338637.798988 + Penalty 5004.150104 = -3333633.648884
  nChanged 5
		SP:Iteration 86Q (8784.050000 sec): 3 clusters
  Score: Raw -3338639.133402 + Penalty 5004.150104 = -3333634.983298
  nChanged 4
		SP:Iteration 87Q (8784.110000 sec): 3 clusters
  Score: Raw -3338640.518397 + Penalty 5004.150104 = -3333636.368293
  nChanged 5
		SP:Iteration 88Q (8784.180000 sec): 3 clusters
  Score: Raw -3338642.321430 + Penalty 5004.150104 = -3333638.171325
  nChanged 4
		SP:Iteration 89Q (8784.240000 sec): 3 clusters
  Score: Raw -3338643.996222 + Penalty 5004.150104 = -3333639.846118
  nChanged 4
		SP:Iteration 90Q (8784.300000 sec): 3 clusters
  Score: Raw -3338645.358393 + Penalty 5004.150104 = -3333641.208289
  nChanged 2
		SP:Iteration 91Q (8784.370000 sec): 3 clusters
  Score: Raw -3338646.256074 + Penalty 5004.150104 = -3333642.105970
  nChanged 4
		SP:Iteration 92Q (8784.430000 sec): 3 clusters
  Score: Raw -3338647.632550 + Penalty 5004.150104 = -3333643.482446
  nChanged 1
		SP:Iteration 93Q (8784.490000 sec): 3 clusters
  Score: Raw -3338647.835441 + Penalty 5004.150104 = -3333643.685337
  nChanged 1
		SP:Iteration 94Q (8784.560000 sec): 3 clusters
  Score: Raw -3338648.139951 + Penalty 5004.150104 = -3333643.989847
  nChanged 2
		SP:Iteration 95Q (8784.620000 sec): 3 clusters
  Score: Raw -3338648.662753 + Penalty 5004.150104 = -3333644.512649
  nChanged 0
		SP:Iteration 96F (8784.710000 sec): 3 clusters
  Score: Raw -3338648.662753 + Penalty 5004.150104 = -3333644.512649
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8784.730000 sec): 2 clusters
  Score: Raw -494000.591510 + Penalty 2019.015069 = -491981.576441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8784.740000 sec): 3 clusters
  Score: Raw -492534.210758 + Penalty 4038.030138 = -488496.180620
  nChanged 1252
		SP:Iteration 1F (8784.750000 sec): 3 clusters
  Score: Raw -493346.653952 + Penalty 4038.030138 = -489308.623815
  nChanged 258
		SP:Iteration 2F (8784.760000 sec): 3 clusters
  Score: Raw -493552.981891 + Penalty 4038.030138 = -489514.951754
  nChanged 191
		SP:Iteration 3F (8784.770000 sec): 3 clusters
  Score: Raw -493672.547121 + Penalty 4038.030138 = -489634.516983
  nChanged 122
		SP:Iteration 4Q (8784.790000 sec): 3 clusters
  Score: Raw -493746.826355 + Penalty 4038.030138 = -489708.796218
  nChanged 96
		SP:Iteration 5Q (8784.800000 sec): 3 clusters
  Score: Raw -493804.355962 + Penalty 4038.030138 = -489766.325824
  nChanged 91
		SP:Iteration 6Q (8784.810000 sec): 3 clusters
  Score: Raw -493863.279437 + Penalty 4038.030138 = -489825.249299
  nChanged 95
		SP:Iteration 7Q (8784.820000 sec): 3 clusters
  Score: Raw -493933.024863 + Penalty 4038.030138 = -489894.994725
  nChanged 95
		SP:Iteration 8Q (8784.830000 sec): 3 clusters
  Score: Raw -493998.959272 + Penalty 4038.030138 = -489960.929134
  nChanged 84
		SP:Iteration 9Q (8784.850000 sec): 3 clusters
  Score: Raw -494047.340359 + Penalty 4038.030138 = -490009.310222
  nChanged 62
		SP:Iteration 10Q (8784.860000 sec): 3 clusters
  Score: Raw -494084.068247 + Penalty 4038.030138 = -490046.038109
  nChanged 62
		SP:Iteration 11Q (8784.870000 sec): 3 clusters
  Score: Raw -494126.783989 + Penalty 4038.030138 = -490088.753851
  nChanged 63
		SP:Iteration 12Q (8784.880000 sec): 3 clusters
  Score: Raw -494165.913469 + Penalty 4038.030138 = -490127.883331
  nChanged 43
		SP:Iteration 13Q (8784.890000 sec): 3 clusters
  Score: Raw -494192.017255 + Penalty 4038.030138 = -490153.987117
  nChanged 44
		SP:Iteration 14Q (8784.910000 sec): 3 clusters
  Score: Raw -494218.221668 + Penalty 4038.030138 = -490180.191530
  nChanged 36
		SP:Iteration 15Q (8784.910000 sec): 3 clusters
  Score: Raw -494240.977826 + Penalty 4038.030138 = -490202.947688
  nChanged 39
		SP:Iteration 16Q (8784.930000 sec): 3 clusters
  Score: Raw -494264.842940 + Penalty 4038.030138 = -490226.812803
  nChanged 39
		SP:Iteration 17Q (8784.940000 sec): 3 clusters
  Score: Raw -494292.998286 + Penalty 4038.030138 = -490254.968148
  nChanged 47
		SP:Iteration 18Q (8784.950000 sec): 3 clusters
  Score: Raw -494332.364326 + Penalty 4038.030138 = -490294.334188
  nChanged 50
		SP:Iteration 19Q (8784.960000 sec): 3 clusters
  Score: Raw -494369.261491 + Penalty 4038.030138 = -490331.231353
  nChanged 40
		SP:Iteration 20F (8784.970000 sec): 3 clusters
  Score: Raw -494411.364049 + Penalty 4038.030138 = -490373.333912
  nChanged 46
		SP:Iteration 21Q (8784.990000 sec): 3 clusters
  Score: Raw -494451.999749 + Penalty 4038.030138 = -490413.969612
  nChanged 58
		SP:Iteration 22Q (8785.000000 sec): 3 clusters
  Score: Raw -494498.322200 + Penalty 4038.030138 = -490460.292062
  nChanged 65
		SP:Iteration 23Q (8785.010000 sec): 3 clusters
  Score: Raw -494556.417773 + Penalty 4038.030138 = -490518.387636
  nChanged 63
		SP:Iteration 24Q (8785.020000 sec): 3 clusters
  Score: Raw -494628.369917 + Penalty 4038.030138 = -490590.339780
  nChanged 65
		SP:Iteration 25Q (8785.030000 sec): 3 clusters
  Score: Raw -494696.098692 + Penalty 4038.030138 = -490658.068555
  nChanged 62
		SP:Iteration 26Q (8785.050000 sec): 3 clusters
  Score: Raw -494756.338111 + Penalty 4038.030138 = -490718.307973
  nChanged 63
		SP:Iteration 27Q (8785.060000 sec): 3 clusters
  Score: Raw -494821.462962 + Penalty 4038.030138 = -490783.432824
  nChanged 65
		SP:Iteration 28Q (8785.070000 sec): 3 clusters
  Score: Raw -494879.844497 + Penalty 4038.030138 = -490841.814360
  nChanged 54
		SP:Iteration 29Q (8785.080000 sec): 3 clusters
  Score: Raw -494924.118050 + Penalty 4038.030138 = -490886.087912
  nChanged 54
		SP:Iteration 30Q (8785.090000 sec): 3 clusters
  Score: Raw -494964.804519 + Penalty 4038.030138 = -490926.774382
  nChanged 53
		SP:Iteration 31Q (8785.100000 sec): 3 clusters
  Score: Raw -495014.336704 + Penalty 4038.030138 = -490976.306567
  nChanged 67
		SP:Iteration 32Q (8785.110000 sec): 3 clusters
  Score: Raw -495088.494367 + Penalty 4038.030138 = -491050.464230
  nChanged 73
		SP:Iteration 33Q (8785.120000 sec): 3 clusters
  Score: Raw -495173.402346 + Penalty 4038.030138 = -491135.372209
  nChanged 66
		SP:Iteration 34Q (8785.130000 sec): 3 clusters
  Score: Raw -495247.203790 + Penalty 4038.030138 = -491209.173653
  nChanged 69
		SP:Iteration 35Q (8785.150000 sec): 3 clusters
  Score: Raw -495314.428868 + Penalty 4038.030138 = -491276.398731
  nChanged 54
		SP:Iteration 36Q (8785.150000 sec): 3 clusters
  Score: Raw -495360.090227 + Penalty 4038.030138 = -491322.060089
  nChanged 50
		SP:Iteration 37Q (8785.170000 sec): 3 clusters
  Score: Raw -495404.630290 + Penalty 4038.030138 = -491366.600152
  nChanged 37
		SP:Iteration 38Q (8785.170000 sec): 3 clusters
  Score: Raw -495430.527793 + Penalty 4038.030138 = -491392.497655
  nChanged 37
		SP:Iteration 39Q (8785.190000 sec): 3 clusters
  Score: Raw -495462.535915 + Penalty 4038.030138 = -491424.505777
  nChanged 33
		SP:Iteration 40F (8785.200000 sec): 3 clusters
  Score: Raw -495497.049708 + Penalty 4038.030138 = -491459.019570
  nChanged 39
		SP:Iteration 41Q (8785.210000 sec): 3 clusters
  Score: Raw -495524.742768 + Penalty 4038.030138 = -491486.712630
  nChanged 38
		SP:Iteration 42Q (8785.220000 sec): 3 clusters
  Score: Raw -495554.420866 + Penalty 4038.030138 = -491516.390728
  nChanged 33
		SP:Iteration 43Q (8785.230000 sec): 3 clusters
  Score: Raw -495576.148669 + Penalty 4038.030138 = -491538.118532
  nChanged 31
		SP:Iteration 44Q (8785.240000 sec): 3 clusters
  Score: Raw -495593.741651 + Penalty 4038.030138 = -491555.711514
  nChanged 29
		SP:Iteration 45Q (8785.250000 sec): 3 clusters
  Score: Raw -495610.548239 + Penalty 4038.030138 = -491572.518101
  nChanged 31
		SP:Iteration 46Q (8785.260000 sec): 3 clusters
  Score: Raw -495633.381065 + Penalty 4038.030138 = -491595.350928
  nChanged 39
		SP:Iteration 47Q (8785.270000 sec): 3 clusters
  Score: Raw -495661.770294 + Penalty 4038.030138 = -491623.740156
  nChanged 28
		SP:Iteration 48Q (8785.280000 sec): 3 clusters
  Score: Raw -495679.883610 + Penalty 4038.030138 = -491641.853472
  nChanged 21
		SP:Iteration 49Q (8785.290000 sec): 3 clusters
  Score: Raw -495689.617563 + Penalty 4038.030138 = -491651.587426
  nChanged 13
		SP:Iteration 50Q (8785.290000 sec): 3 clusters
  Score: Raw -495696.370054 + Penalty 4038.030138 = -491658.339916
  nChanged 12
		SP:Iteration 51Q (8785.310000 sec): 3 clusters
  Score: Raw -495701.216185 + Penalty 4038.030138 = -491663.186048
  nChanged 7
		SP:Iteration 52Q (8785.310000 sec): 3 clusters
  Score: Raw -495703.901322 + Penalty 4038.030138 = -491665.871185
  nChanged 3
		SP:Iteration 53Q (8785.330000 sec): 3 clusters
  Score: Raw -495704.769359 + Penalty 4038.030138 = -491666.739221
  nChanged 7
		SP:Iteration 54Q (8785.330000 sec): 3 clusters
  Score: Raw -495707.382615 + Penalty 4038.030138 = -491669.352477
  nChanged 3
		SP:Iteration 55Q (8785.340000 sec): 3 clusters
  Score: Raw -495708.757104 + Penalty 4038.030138 = -491670.726967
  nChanged 4
		SP:Iteration 56Q (8785.350000 sec): 3 clusters
  Score: Raw -495710.113213 + Penalty 4038.030138 = -491672.083076
  nChanged 2
		SP:Iteration 57Q (8785.360000 sec): 3 clusters
  Score: Raw -495711.068061 + Penalty 4038.030138 = -491673.037923
  nChanged 2
		SP:Iteration 58Q (8785.370000 sec): 3 clusters
  Score: Raw -495711.896488 + Penalty 4038.030138 = -491673.866350
  nChanged 2
		SP:Iteration 59Q (8785.380000 sec): 3 clusters
  Score: Raw -495712.595184 + Penalty 4038.030138 = -491674.565047
  nChanged 2
		SP:Iteration 60F (8785.390000 sec): 3 clusters
  Score: Raw -495713.767951 + Penalty 4038.030138 = -491675.737813
  nChanged 3
		SP:Iteration 61Q (8785.400000 sec): 3 clusters
  Score: Raw -495714.323988 + Penalty 4038.030138 = -491676.293850
  nChanged 3
		SP:Iteration 62Q (8785.410000 sec): 3 clusters
  Score: Raw -495715.759532 + Penalty 4038.030138 = -491677.729395
  nChanged 2
		SP:Iteration 63Q (8785.420000 sec): 3 clusters
  Score: Raw -495717.069447 + Penalty 4038.030138 = -491679.039310
  nChanged 1
		SP:Iteration 64Q (8785.430000 sec): 3 clusters
  Score: Raw -495717.600718 + Penalty 4038.030138 = -491679.570581
  nChanged 2
		SP:Iteration 65Q (8785.440000 sec): 3 clusters
  Score: Raw -495718.055380 + Penalty 4038.030138 = -491680.025242
  nChanged 3
		SP:Iteration 66Q (8785.450000 sec): 3 clusters
  Score: Raw -495719.581400 + Penalty 4038.030138 = -491681.551262
  nChanged 1
		SP:Iteration 67Q (8785.460000 sec): 3 clusters
  Score: Raw -495720.002440 + Penalty 4038.030138 = -491681.972303
  nChanged 4
		SP:Iteration 68Q (8785.470000 sec): 3 clusters
  Score: Raw -495722.597957 + Penalty 4038.030138 = -491684.567820
  nChanged 7
		SP:Iteration 69Q (8785.480000 sec): 3 clusters
  Score: Raw -495726.421646 + Penalty 4038.030138 = -491688.391508
  nChanged 7
		SP:Iteration 70Q (8785.490000 sec): 3 clusters
  Score: Raw -495729.260885 + Penalty 4038.030138 = -491691.230747
  nChanged 3
		SP:Iteration 71Q (8785.500000 sec): 3 clusters
  Score: Raw -495730.269484 + Penalty 4038.030138 = -491692.239346
  nChanged 2
		SP:Iteration 72Q (8785.510000 sec): 3 clusters
  Score: Raw -495730.660404 + Penalty 4038.030138 = -491692.630267
  nChanged 0
		SP:Iteration 73F (8785.520000 sec): 3 clusters
  Score: Raw -495730.660404 + Penalty 4038.030138 = -491692.630267
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8785.530000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8785.530000 sec): 3 clusters
  Score: Raw -126974.881610 + Penalty 3350.283633 = -123624.597976
  nChanged 197
		SP:Iteration 1F (8785.530000 sec): 3 clusters
  Score: Raw -127257.424839 + Penalty 3350.283633 = -123907.141206
  nChanged 52
		SP:Iteration 2F (8785.530000 sec): 3 clusters
  Score: Raw -127361.262007 + Penalty 3350.283633 = -124010.978374
  nChanged 28
		SP:Iteration 3Q (8785.540000 sec): 3 clusters
  Score: Raw -127402.191591 + Penalty 3350.283633 = -124051.907957
  nChanged 12
		SP:Iteration 4Q (8785.540000 sec): 3 clusters
  Score: Raw -127417.438287 + Penalty 3350.283633 = -124067.154653
  nChanged 9
		SP:Iteration 5Q (8785.550000 sec): 3 clusters
  Score: Raw -127432.737442 + Penalty 3350.283633 = -124082.453809
  nChanged 9
		SP:Iteration 6Q (8785.550000 sec): 3 clusters
  Score: Raw -127443.861294 + Penalty 3350.283633 = -124093.577660
  nChanged 6
		SP:Iteration 7Q (8785.550000 sec): 3 clusters
  Score: Raw -127450.636352 + Penalty 3350.283633 = -124100.352718
  nChanged 5
		SP:Iteration 8Q (8785.550000 sec): 3 clusters
  Score: Raw -127457.555555 + Penalty 3350.283633 = -124107.271921
  nChanged 4
		SP:Iteration 9Q (8785.550000 sec): 3 clusters
  Score: Raw -127461.791984 + Penalty 3350.283633 = -124111.508350
  nChanged 1
		SP:Iteration 10Q (8785.560000 sec): 3 clusters
  Score: Raw -127465.504321 + Penalty 3350.283633 = -124115.220688
  nChanged 1
		SP:Iteration 11Q (8785.560000 sec): 3 clusters
  Score: Raw -127467.010353 + Penalty 3350.283633 = -124116.726720
  nChanged 1
		SP:Iteration 12Q (8785.570000 sec): 3 clusters
  Score: Raw -127470.630910 + Penalty 3350.283633 = -124120.347277
  nChanged 3
		SP:Iteration 13Q (8785.570000 sec): 3 clusters
  Score: Raw -127472.991745 + Penalty 3350.283633 = -124122.708111
  nChanged 0
		SP:Iteration 14F (8785.570000 sec): 3 clusters
  Score: Raw -127472.991745 + Penalty 3350.283633 = -124122.708111
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8785.570000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8785.570000 sec): 3 clusters
  Score: Raw -33646.254566 + Penalty 2756.186719 = -30890.067847
  nChanged 29
		SP:Iteration 1F (8785.570000 sec): 3 clusters
  Score: Raw -33741.567217 + Penalty 2756.186719 = -30985.380498
  nChanged 6
		SP:Iteration 2Q (8785.570000 sec): 3 clusters
  Score: Raw -33767.979039 + Penalty 2756.186719 = -31011.792320
  nChanged 2
		SP:Iteration 3Q (8785.580000 sec): 3 clusters
  Score: Raw -33774.344479 + Penalty 2756.186719 = -31018.157760
  nChanged 2
		SP:Iteration 4Q (8785.580000 sec): 3 clusters
  Score: Raw -33776.935076 + Penalty 2756.186719 = -31020.748357
  nChanged 2
		SP:Iteration 5Q (8785.580000 sec): 3 clusters
  Score: Raw -33782.605085 + Penalty 2756.186719 = -31026.418366
  nChanged 4
		SP:Iteration 6Q (8785.580000 sec): 3 clusters
  Score: Raw -33799.841171 + Penalty 2756.186719 = -31043.654452
  nChanged 4
		SP:Iteration 7Q (8785.580000 sec): 3 clusters
  Score: Raw -33815.151545 + Penalty 2756.186719 = -31058.964827
  nChanged 4
		SP:Iteration 8Q (8785.580000 sec): 3 clusters
  Score: Raw -33852.165753 + Penalty 2756.186719 = -31095.979035
  nChanged 4
		SP:Iteration 9Q (8785.580000 sec): 3 clusters
  Score: Raw -33876.250973 + Penalty 2756.186719 = -31120.064255
  nChanged 2
		SP:Iteration 10Q (8785.580000 sec): 3 clusters
  Score: Raw -33885.805993 + Penalty 2756.186719 = -31129.619275
  nChanged 1
		SP:Iteration 11Q (8785.580000 sec): 3 clusters
  Score: Raw -33890.535885 + Penalty 2756.186719 = -31134.349167
  nChanged 1
		SP:Iteration 12Q (8785.590000 sec): 3 clusters
  Score: Raw -33896.272636 + Penalty 2756.186719 = -31140.085918
  nChanged 0
		SP:Iteration 13F (8785.590000 sec): 3 clusters
  Score: Raw -33896.272636 + Penalty 2756.186719 = -31140.085918
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8785.630000 sec): 2 clusters
  Score: Raw -2059139.694813 + Penalty 2363.951249 = -2056775.743564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8785.680000 sec): 3 clusters
  Score: Raw -2051309.200339 + Penalty 4727.902497 = -2046581.297841
  nChanged 5954
		SP:Iteration 1F (8785.730000 sec): 3 clusters
  Score: Raw -2054533.329156 + Penalty 4727.902497 = -2049805.426658
  nChanged 886
		SP:Iteration 2F (8785.780000 sec): 3 clusters
  Score: Raw -2054911.141550 + Penalty 4727.902497 = -2050183.239053
  nChanged 702
		SP:Iteration 3F (8785.830000 sec): 3 clusters
  Score: Raw -2055201.990665 + Penalty 4727.902497 = -2050474.088168
  nChanged 612
		SP:Iteration 4Q (8785.880000 sec): 3 clusters
  Score: Raw -2055477.292367 + Penalty 4727.902497 = -2050749.389869
  nChanged 576
		SP:Iteration 5Q (8785.930000 sec): 3 clusters
  Score: Raw -2055745.780321 + Penalty 4727.902497 = -2051017.877824
  nChanged 535
		SP:Iteration 6Q (8785.970000 sec): 3 clusters
  Score: Raw -2056021.621163 + Penalty 4727.902497 = -2051293.718666
  nChanged 544
		SP:Iteration 7Q (8786.020000 sec): 3 clusters
  Score: Raw -2056333.586387 + Penalty 4727.902497 = -2051605.683889
  nChanged 583
		SP:Iteration 8Q (8786.070000 sec): 3 clusters
  Score: Raw -2056720.057914 + Penalty 4727.902497 = -2051992.155416
  nChanged 626
		SP:Iteration 9Q (8786.120000 sec): 3 clusters
  Score: Raw -2057167.183606 + Penalty 4727.902497 = -2052439.281108
  nChanged 550
		SP:Iteration 10Q (8786.170000 sec): 3 clusters
  Score: Raw -2057560.533513 + Penalty 4727.902497 = -2052832.631016
  nChanged 516
		SP:Iteration 11Q (8786.210000 sec): 3 clusters
  Score: Raw -2057895.982265 + Penalty 4727.902497 = -2053168.079768
  nChanged 412
		SP:Iteration 12Q (8786.260000 sec): 3 clusters
  Score: Raw -2058171.197006 + Penalty 4727.902497 = -2053443.294508
  nChanged 357
		SP:Iteration 13Q (8786.310000 sec): 3 clusters
  Score: Raw -2058416.374344 + Penalty 4727.902497 = -2053688.471847
  nChanged 293
		SP:Iteration 14Q (8786.350000 sec): 3 clusters
  Score: Raw -2058589.920833 + Penalty 4727.902497 = -2053862.018336
  nChanged 241
		SP:Iteration 15Q (8786.390000 sec): 3 clusters
  Score: Raw -2058730.472864 + Penalty 4727.902497 = -2054002.570366
  nChanged 190
		SP:Iteration 16Q (8786.430000 sec): 3 clusters
  Score: Raw -2058833.070055 + Penalty 4727.902497 = -2054105.167557
  nChanged 158
		SP:Iteration 17Q (8786.480000 sec): 3 clusters
  Score: Raw -2058914.072183 + Penalty 4727.902497 = -2054186.169686
  nChanged 143
		SP:Iteration 18Q (8786.520000 sec): 3 clusters
  Score: Raw -2058981.218198 + Penalty 4727.902497 = -2054253.315701
  nChanged 113
		SP:Iteration 19Q (8786.560000 sec): 3 clusters
  Score: Raw -2059026.190950 + Penalty 4727.902497 = -2054298.288452
  nChanged 91
		SP:Iteration 20F (8786.610000 sec): 3 clusters
  Score: Raw -2059068.544105 + Penalty 4727.902497 = -2054340.641608
  nChanged 96
		SP:Iteration 21Q (8786.650000 sec): 3 clusters
  Score: Raw -2059114.253489 + Penalty 4727.902497 = -2054386.350992
  nChanged 90
		SP:Iteration 22Q (8786.690000 sec): 3 clusters
  Score: Raw -2059158.498326 + Penalty 4727.902497 = -2054430.595828
  nChanged 75
		SP:Iteration 23Q (8786.730000 sec): 3 clusters
  Score: Raw -2059191.960090 + Penalty 4727.902497 = -2054464.057593
  nChanged 73
		SP:Iteration 24Q (8786.770000 sec): 3 clusters
  Score: Raw -2059224.413768 + Penalty 4727.902497 = -2054496.511271
  nChanged 65
		SP:Iteration 25Q (8786.800000 sec): 3 clusters
  Score: Raw -2059255.134376 + Penalty 4727.902497 = -2054527.231879
  nChanged 67
		SP:Iteration 26Q (8786.840000 sec): 3 clusters
  Score: Raw -2059285.129306 + Penalty 4727.902497 = -2054557.226808
  nChanged 56
		SP:Iteration 27Q (8786.880000 sec): 3 clusters
  Score: Raw -2059310.964145 + Penalty 4727.902497 = -2054583.061648
  nChanged 55
		SP:Iteration 28Q (8786.920000 sec): 3 clusters
  Score: Raw -2059335.960878 + Penalty 4727.902497 = -2054608.058380
  nChanged 45
		SP:Iteration 29Q (8786.960000 sec): 3 clusters
  Score: Raw -2059360.284310 + Penalty 4727.902497 = -2054632.381812
  nChanged 33
		SP:Iteration 30Q (8787.000000 sec): 3 clusters
  Score: Raw -2059378.530157 + Penalty 4727.902497 = -2054650.627659
  nChanged 37
		SP:Iteration 31Q (8787.030000 sec): 3 clusters
  Score: Raw -2059397.935423 + Penalty 4727.902497 = -2054670.032925
  nChanged 29
		SP:Iteration 32Q (8787.070000 sec): 3 clusters
  Score: Raw -2059411.796450 + Penalty 4727.902497 = -2054683.893953
  nChanged 23
		SP:Iteration 33Q (8787.110000 sec): 3 clusters
  Score: Raw -2059421.791758 + Penalty 4727.902497 = -2054693.889261
  nChanged 20
		SP:Iteration 34Q (8787.150000 sec): 3 clusters
  Score: Raw -2059430.929208 + Penalty 4727.902497 = -2054703.026710
  nChanged 21
		SP:Iteration 35Q (8787.190000 sec): 3 clusters
  Score: Raw -2059440.387634 + Penalty 4727.902497 = -2054712.485136
  nChanged 23
		SP:Iteration 36Q (8787.220000 sec): 3 clusters
  Score: Raw -2059453.827247 + Penalty 4727.902497 = -2054725.924749
  nChanged 30
		SP:Iteration 37Q (8787.260000 sec): 3 clusters
  Score: Raw -2059468.095807 + Penalty 4727.902497 = -2054740.193310
  nChanged 25
		SP:Iteration 38Q (8787.300000 sec): 3 clusters
  Score: Raw -2059480.015710 + Penalty 4727.902497 = -2054752.113213
  nChanged 22
		SP:Iteration 39Q (8787.330000 sec): 3 clusters
  Score: Raw -2059491.593613 + Penalty 4727.902497 = -2054763.691116
  nChanged 20
		SP:Iteration 40F (8787.380000 sec): 3 clusters
  Score: Raw -2059499.079512 + Penalty 4727.902497 = -2054771.177015
  nChanged 6
		SP:Iteration 41Q (8787.420000 sec): 3 clusters
  Score: Raw -2059501.823225 + Penalty 4727.902497 = -2054773.920727
  nChanged 7
		SP:Iteration 42Q (8787.450000 sec): 3 clusters
  Score: Raw -2059505.367639 + Penalty 4727.902497 = -2054777.465142
  nChanged 6
		SP:Iteration 43Q (8787.490000 sec): 3 clusters
  Score: Raw -2059507.329453 + Penalty 4727.902497 = -2054779.426956
  nChanged 3
		SP:Iteration 44Q (8787.530000 sec): 3 clusters
  Score: Raw -2059508.951512 + Penalty 4727.902497 = -2054781.049014
  nChanged 3
		SP:Iteration 45Q (8787.570000 sec): 3 clusters
  Score: Raw -2059510.053058 + Penalty 4727.902497 = -2054782.150561
  nChanged 1
		SP:Iteration 46Q (8787.610000 sec): 3 clusters
  Score: Raw -2059510.404495 + Penalty 4727.902497 = -2054782.501998
  nChanged 2
		SP:Iteration 47Q (8787.640000 sec): 3 clusters
  Score: Raw -2059511.763002 + Penalty 4727.902497 = -2054783.860505
  nChanged 7
		SP:Iteration 48Q (8787.680000 sec): 3 clusters
  Score: Raw -2059514.279419 + Penalty 4727.902497 = -2054786.376921
  nChanged 9
		SP:Iteration 49Q (8787.720000 sec): 3 clusters
  Score: Raw -2059518.279651 + Penalty 4727.902497 = -2054790.377154
  nChanged 6
		SP:Iteration 50Q (8787.760000 sec): 3 clusters
  Score: Raw -2059520.096848 + Penalty 4727.902497 = -2054792.194351
  nChanged 4
		SP:Iteration 51Q (8787.790000 sec): 3 clusters
  Score: Raw -2059521.824885 + Penalty 4727.902497 = -2054793.922388
  nChanged 3
		SP:Iteration 52Q (8787.830000 sec): 3 clusters
  Score: Raw -2059523.365087 + Penalty 4727.902497 = -2054795.462590
  nChanged 0
		SP:Iteration 53F (8787.880000 sec): 3 clusters
  Score: Raw -2059523.365087 + Penalty 4727.902497 = -2054795.462590
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8788.110000 sec): 2 clusters
  Score: Raw -10201756.024203 + Penalty 2765.905493 = -10198990.118710
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8788.370000 sec): 3 clusters
  Score: Raw -10157738.212453 + Penalty 5531.810985 = -10152206.401468
  nChanged 32596
		SP:Iteration 1F (8788.630000 sec): 3 clusters
  Score: Raw -10176482.837969 + Penalty 5531.810985 = -10170951.026984
  nChanged 3370
		SP:Iteration 2Q (8788.890000 sec): 3 clusters
  Score: Raw -10177850.920492 + Penalty 5531.810985 = -10172319.109507
  nChanged 4080
		SP:Iteration 3F (8789.150000 sec): 3 clusters
  Score: Raw -10179960.765781 + Penalty 5531.810985 = -10174428.954796
  nChanged 4949
		SP:Iteration 4F (8789.410000 sec): 3 clusters
  Score: Raw -10183168.423150 + Penalty 5531.810985 = -10177636.612165
  nChanged 5485
		SP:Iteration 5F (8789.660000 sec): 3 clusters
  Score: Raw -10187374.374758 + Penalty 5531.810985 = -10181842.563773
  nChanged 5310
		SP:Iteration 6F (8789.920000 sec): 3 clusters
  Score: Raw -10191789.336070 + Penalty 5531.810985 = -10186257.525085
  nChanged 4501
		SP:Iteration 7F (8790.180000 sec): 3 clusters
  Score: Raw -10195859.788704 + Penalty 5531.810985 = -10190327.977719
  nChanged 3252
		SP:Iteration 8Q (8790.440000 sec): 3 clusters
  Score: Raw -10198808.637953 + Penalty 5531.810985 = -10193276.826968
  nChanged 1947
		SP:Iteration 9Q (8790.680000 sec): 3 clusters
  Score: Raw -10200535.366965 + Penalty 5531.810985 = -10195003.555980
  nChanged 973
		SP:Iteration 10Q (8790.920000 sec): 3 clusters
  Score: Raw -10201338.905283 + Penalty 5531.810985 = -10195807.094298
  nChanged 424
		SP:Iteration 11Q (8791.130000 sec): 3 clusters
  Score: Raw -10201675.445880 + Penalty 5531.810985 = -10196143.634895
  nChanged 204
		SP:Iteration 12Q (8791.330000 sec): 3 clusters
  Score: Raw -10201855.740596 + Penalty 5531.810985 = -10196323.929611
  nChanged 126
		SP:Iteration 13Q (8791.520000 sec): 3 clusters
  Score: Raw -10201962.738946 + Penalty 5531.810985 = -10196430.927961
  nChanged 63
		SP:Iteration 14Q (8791.710000 sec): 3 clusters
  Score: Raw -10202021.956496 + Penalty 5531.810985 = -10196490.145511
  nChanged 43
		SP:Iteration 15Q (8791.900000 sec): 3 clusters
  Score: Raw -10202065.158021 + Penalty 5531.810985 = -10196533.347036
  nChanged 36
		SP:Iteration 16Q (8792.090000 sec): 3 clusters
  Score: Raw -10202101.349739 + Penalty 5531.810985 = -10196569.538754
  nChanged 19
		SP:Iteration 17Q (8792.270000 sec): 3 clusters
  Score: Raw -10202118.397824 + Penalty 5531.810985 = -10196586.586839
  nChanged 11
		SP:Iteration 18Q (8792.460000 sec): 3 clusters
  Score: Raw -10202126.911164 + Penalty 5531.810985 = -10196595.100179
  nChanged 6
		SP:Iteration 19Q (8792.640000 sec): 3 clusters
  Score: Raw -10202133.042201 + Penalty 5531.810985 = -10196601.231216
  nChanged 5
		SP:Iteration 20F (8792.900000 sec): 3 clusters
  Score: Raw -10202137.807120 + Penalty 5531.810985 = -10196605.996135
  nChanged 7
		SP:Iteration 21Q (8793.080000 sec): 3 clusters
  Score: Raw -10202145.049047 + Penalty 5531.810985 = -10196613.238062
  nChanged 8
		SP:Iteration 22Q (8793.260000 sec): 3 clusters
  Score: Raw -10202151.545614 + Penalty 5531.810985 = -10196619.734629
  nChanged 4
		SP:Iteration 23Q (8793.450000 sec): 3 clusters
  Score: Raw -10202156.473148 + Penalty 5531.810985 = -10196624.662163
  nChanged 6
		SP:Iteration 24Q (8793.640000 sec): 3 clusters
  Score: Raw -10202163.395938 + Penalty 5531.810985 = -10196631.584953
  nChanged 8
		SP:Iteration 25Q (8793.820000 sec): 3 clusters
  Score: Raw -10202175.464932 + Penalty 5531.810985 = -10196643.653947
  nChanged 5
		SP:Iteration 26Q (8794.010000 sec): 3 clusters
  Score: Raw -10202178.417185 + Penalty 5531.810985 = -10196646.606200
  nChanged 5
		SP:Iteration 27Q (8794.190000 sec): 3 clusters
  Score: Raw -10202181.901259 + Penalty 5531.810985 = -10196650.090274
  nChanged 3
		SP:Iteration 28Q (8794.370000 sec): 3 clusters
  Score: Raw -10202183.652035 + Penalty 5531.810985 = -10196651.841050
  nChanged 4
		SP:Iteration 29Q (8794.560000 sec): 3 clusters
  Score: Raw -10202188.759269 + Penalty 5531.810985 = -10196656.948284
  nChanged 1
		SP:Iteration 30Q (8794.740000 sec): 3 clusters
  Score: Raw -10202190.686743 + Penalty 5531.810985 = -10196658.875758
  nChanged 2
		SP:Iteration 31Q (8794.920000 sec): 3 clusters
  Score: Raw -10202193.132178 + Penalty 5531.810985 = -10196661.321193
  nChanged 2
		SP:Iteration 32Q (8795.100000 sec): 3 clusters
  Score: Raw -10202195.471168 + Penalty 5531.810985 = -10196663.660183
  nChanged 1
		SP:Iteration 33Q (8795.290000 sec): 3 clusters
  Score: Raw -10202196.437965 + Penalty 5531.810985 = -10196664.626980
  nChanged 0
		SP:Iteration 34F (8795.540000 sec): 3 clusters
  Score: Raw -10202196.437965 + Penalty 5531.810985 = -10196664.626980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8795.580000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8795.590000 sec): 3 clusters
  Score: Raw -385254.617341 + Penalty 3923.652944 = -381330.964397
  nChanged 926
		SP:Iteration 1F (8795.600000 sec): 3 clusters
  Score: Raw -385876.985708 + Penalty 3923.652944 = -381953.332764
  nChanged 216
		SP:Iteration 2F (8795.600000 sec): 3 clusters
  Score: Raw -386034.419999 + Penalty 3923.652944 = -382110.767055
  nChanged 122
		SP:Iteration 3Q (8795.620000 sec): 3 clusters
  Score: Raw -386110.615252 + Penalty 3923.652944 = -382186.962308
  nChanged 72
		SP:Iteration 4Q (8795.620000 sec): 3 clusters
  Score: Raw -386154.482822 + Penalty 3923.652944 = -382230.829878
  nChanged 55
		SP:Iteration 5Q (8795.630000 sec): 3 clusters
  Score: Raw -386187.274875 + Penalty 3923.652944 = -382263.621931
  nChanged 48
		SP:Iteration 6Q (8795.640000 sec): 3 clusters
  Score: Raw -386213.693904 + Penalty 3923.652944 = -382290.040960
  nChanged 31
		SP:Iteration 7Q (8795.650000 sec): 3 clusters
  Score: Raw -386231.746700 + Penalty 3923.652944 = -382308.093756
  nChanged 25
		SP:Iteration 8Q (8795.660000 sec): 3 clusters
  Score: Raw -386245.506926 + Penalty 3923.652944 = -382321.853982
  nChanged 24
		SP:Iteration 9Q (8795.670000 sec): 3 clusters
  Score: Raw -386257.070471 + Penalty 3923.652944 = -382333.417527
  nChanged 22
		SP:Iteration 10Q (8795.680000 sec): 3 clusters
  Score: Raw -386266.087437 + Penalty 3923.652944 = -382342.434493
  nChanged 20
		SP:Iteration 11Q (8795.690000 sec): 3 clusters
  Score: Raw -386275.875997 + Penalty 3923.652944 = -382352.223054
  nChanged 14
		SP:Iteration 12Q (8795.700000 sec): 3 clusters
  Score: Raw -386283.542043 + Penalty 3923.652944 = -382359.889099
  nChanged 12
		SP:Iteration 13Q (8795.710000 sec): 3 clusters
  Score: Raw -386288.510707 + Penalty 3923.652944 = -382364.857763
  nChanged 7
		SP:Iteration 14Q (8795.720000 sec): 3 clusters
  Score: Raw -386291.970481 + Penalty 3923.652944 = -382368.317537
  nChanged 8
		SP:Iteration 15Q (8795.730000 sec): 3 clusters
  Score: Raw -386295.191934 + Penalty 3923.652944 = -382371.538990
  nChanged 4
		SP:Iteration 16Q (8795.740000 sec): 3 clusters
  Score: Raw -386296.697707 + Penalty 3923.652944 = -382373.044763
  nChanged 5
		SP:Iteration 17Q (8795.740000 sec): 3 clusters
  Score: Raw -386299.661522 + Penalty 3923.652944 = -382376.008578
  nChanged 5
		SP:Iteration 18Q (8795.760000 sec): 3 clusters
  Score: Raw -386302.008586 + Penalty 3923.652944 = -382378.355642
  nChanged 3
		SP:Iteration 19Q (8795.760000 sec): 3 clusters
  Score: Raw -386302.608831 + Penalty 3923.652944 = -382378.955887
  nChanged 2
		SP:Iteration 20F (8795.770000 sec): 3 clusters
  Score: Raw -386303.469331 + Penalty 3923.652944 = -382379.816387
  nChanged 2
		SP:Iteration 21Q (8795.780000 sec): 3 clusters
  Score: Raw -386303.895071 + Penalty 3923.652944 = -382380.242128
  nChanged 1
		SP:Iteration 22Q (8795.790000 sec): 3 clusters
  Score: Raw -386304.159741 + Penalty 3923.652944 = -382380.506798
  nChanged 1
		SP:Iteration 23Q (8795.800000 sec): 3 clusters
  Score: Raw -386304.647081 + Penalty 3923.652944 = -382380.994137
  nChanged 2
		SP:Iteration 24Q (8795.810000 sec): 3 clusters
  Score: Raw -386306.135087 + Penalty 3923.652944 = -382382.482143
  nChanged 5
		SP:Iteration 25Q (8795.820000 sec): 3 clusters
  Score: Raw -386307.697533 + Penalty 3923.652944 = -382384.044589
  nChanged 4
		SP:Iteration 26Q (8795.830000 sec): 3 clusters
  Score: Raw -386308.857542 + Penalty 3923.652944 = -382385.204598
  nChanged 3
		SP:Iteration 27Q (8795.840000 sec): 3 clusters
  Score: Raw -386309.600698 + Penalty 3923.652944 = -382385.947755
  nChanged 1
		SP:Iteration 28Q (8795.850000 sec): 3 clusters
  Score: Raw -386309.914883 + Penalty 3923.652944 = -382386.261939
  nChanged 2
		SP:Iteration 29Q (8795.860000 sec): 3 clusters
  Score: Raw -386310.303185 + Penalty 3923.652944 = -382386.650241
  nChanged 1
		SP:Iteration 30Q (8795.870000 sec): 3 clusters
  Score: Raw -386310.427383 + Penalty 3923.652944 = -382386.774439
  nChanged 1
		SP:Iteration 31Q (8795.880000 sec): 3 clusters
  Score: Raw -386310.753870 + Penalty 3923.652944 = -382387.100927
  nChanged 2
		SP:Iteration 32Q (8795.880000 sec): 3 clusters
  Score: Raw -386311.313692 + Penalty 3923.652944 = -382387.660748
  nChanged 3
		SP:Iteration 33Q (8795.900000 sec): 3 clusters
  Score: Raw -386312.562042 + Penalty 3923.652944 = -382388.909099
  nChanged 2
		SP:Iteration 34Q (8795.900000 sec): 3 clusters
  Score: Raw -386313.948985 + Penalty 3923.652944 = -382390.296041
  nChanged 1
		SP:Iteration 35Q (8795.920000 sec): 3 clusters
  Score: Raw -386314.207139 + Penalty 3923.652944 = -382390.554195
  nChanged 1
		SP:Iteration 36Q (8795.920000 sec): 3 clusters
  Score: Raw -386314.528027 + Penalty 3923.652944 = -382390.875084
  nChanged 1
		SP:Iteration 37Q (8795.930000 sec): 3 clusters
  Score: Raw -386314.637164 + Penalty 3923.652944 = -382390.984221
  nChanged 0
		SP:Iteration 38F (8795.940000 sec): 3 clusters
  Score: Raw -386314.637164 + Penalty 3923.652944 = -382390.984221
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8795.950000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8795.950000 sec): 3 clusters
  Score: Raw -168867.316931 + Penalty 3494.272938 = -165373.043993
  nChanged 302
		SP:Iteration 1F (8795.960000 sec): 3 clusters
  Score: Raw -169139.873561 + Penalty 3494.272938 = -165645.600623
  nChanged 72
		SP:Iteration 2F (8795.960000 sec): 3 clusters
  Score: Raw -169218.171854 + Penalty 3494.272938 = -165723.898916
  nChanged 30
		SP:Iteration 3Q (8795.960000 sec): 3 clusters
  Score: Raw -169251.287913 + Penalty 3494.272938 = -165757.014975
  nChanged 21
		SP:Iteration 4Q (8795.970000 sec): 3 clusters
  Score: Raw -169275.307265 + Penalty 3494.272938 = -165781.034327
  nChanged 14
		SP:Iteration 5Q (8795.970000 sec): 3 clusters
  Score: Raw -169288.309109 + Penalty 3494.272938 = -165794.036171
  nChanged 10
		SP:Iteration 6Q (8795.980000 sec): 3 clusters
  Score: Raw -169299.287511 + Penalty 3494.272938 = -165805.014573
  nChanged 7
		SP:Iteration 7Q (8795.980000 sec): 3 clusters
  Score: Raw -169305.054600 + Penalty 3494.272938 = -165810.781662
  nChanged 3
		SP:Iteration 8Q (8795.980000 sec): 3 clusters
  Score: Raw -169306.151767 + Penalty 3494.272938 = -165811.878829
  nChanged 3
		SP:Iteration 9Q (8795.990000 sec): 3 clusters
  Score: Raw -169309.085449 + Penalty 3494.272938 = -165814.812510
  nChanged 4
		SP:Iteration 10Q (8795.990000 sec): 3 clusters
  Score: Raw -169312.938422 + Penalty 3494.272938 = -165818.665484
  nChanged 4
		SP:Iteration 11Q (8796.000000 sec): 3 clusters
  Score: Raw -169317.103309 + Penalty 3494.272938 = -165822.830371
  nChanged 3
		SP:Iteration 12Q (8796.000000 sec): 3 clusters
  Score: Raw -169319.789874 + Penalty 3494.272938 = -165825.516936
  nChanged 4
		SP:Iteration 13Q (8796.000000 sec): 3 clusters
  Score: Raw -169323.573023 + Penalty 3494.272938 = -165829.300085
  nChanged 4
		SP:Iteration 14Q (8796.010000 sec): 3 clusters
  Score: Raw -169328.358306 + Penalty 3494.272938 = -165834.085368
  nChanged 6
		SP:Iteration 15Q (8796.010000 sec): 3 clusters
  Score: Raw -169334.898745 + Penalty 3494.272938 = -165840.625807
  nChanged 7
		SP:Iteration 16Q (8796.020000 sec): 3 clusters
  Score: Raw -169341.378820 + Penalty 3494.272938 = -165847.105882
  nChanged 2
		SP:Iteration 17Q (8796.020000 sec): 3 clusters
  Score: Raw -169344.272707 + Penalty 3494.272938 = -165849.999769
  nChanged 6
		SP:Iteration 18Q (8796.020000 sec): 3 clusters
  Score: Raw -169350.271734 + Penalty 3494.272938 = -165855.998795
  nChanged 4
		SP:Iteration 19Q (8796.030000 sec): 3 clusters
  Score: Raw -169354.957013 + Penalty 3494.272938 = -165860.684075
  nChanged 3
		SP:Iteration 20F (8796.030000 sec): 3 clusters
  Score: Raw -169359.253638 + Penalty 3494.272938 = -165864.980700
  nChanged 2
		SP:Iteration 21Q (8796.040000 sec): 3 clusters
  Score: Raw -169360.931221 + Penalty 3494.272938 = -165866.658283
  nChanged 3
		SP:Iteration 22Q (8796.040000 sec): 3 clusters
  Score: Raw -169367.023728 + Penalty 3494.272938 = -165872.750790
  nChanged 4
		SP:Iteration 23Q (8796.040000 sec): 3 clusters
  Score: Raw -169372.161867 + Penalty 3494.272938 = -165877.888929
  nChanged 2
		SP:Iteration 24Q (8796.050000 sec): 3 clusters
  Score: Raw -169374.715266 + Penalty 3494.272938 = -165880.442328
  nChanged 1
		SP:Iteration 25Q (8796.050000 sec): 3 clusters
  Score: Raw -169375.207863 + Penalty 3494.272938 = -165880.934925
  nChanged 2
		SP:Iteration 26Q (8796.050000 sec): 3 clusters
  Score: Raw -169378.278404 + Penalty 3494.272938 = -165884.005466
  nChanged 1
		SP:Iteration 27Q (8796.060000 sec): 3 clusters
  Score: Raw -169381.731275 + Penalty 3494.272938 = -165887.458337
  nChanged 6
		SP:Iteration 28Q (8796.060000 sec): 3 clusters
  Score: Raw -169391.372612 + Penalty 3494.272938 = -165897.099674
  nChanged 8
		SP:Iteration 29Q (8796.060000 sec): 3 clusters
  Score: Raw -169401.295888 + Penalty 3494.272938 = -165907.022950
  nChanged 5
		SP:Iteration 30Q (8796.070000 sec): 3 clusters
  Score: Raw -169407.252119 + Penalty 3494.272938 = -165912.979181
  nChanged 3
		SP:Iteration 31Q (8796.070000 sec): 3 clusters
  Score: Raw -169410.978163 + Penalty 3494.272938 = -165916.705225
  nChanged 1
		SP:Iteration 32Q (8796.080000 sec): 3 clusters
  Score: Raw -169412.256325 + Penalty 3494.272938 = -165917.983387
  nChanged 1
		SP:Iteration 33Q (8796.080000 sec): 3 clusters
  Score: Raw -169412.923052 + Penalty 3494.272938 = -165918.650114
  nChanged 1
		SP:Iteration 34Q (8796.080000 sec): 3 clusters
  Score: Raw -169413.499256 + Penalty 3494.272938 = -165919.226318
  nChanged 2
		SP:Iteration 35Q (8796.090000 sec): 3 clusters
  Score: Raw -169414.570655 + Penalty 3494.272938 = -165920.297717
  nChanged 0
		SP:Iteration 36F (8796.090000 sec): 3 clusters
  Score: Raw -169414.570655 + Penalty 3494.272938 = -165920.297717
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8796.100000 sec): 2 clusters
  Score: Raw -257203.131277 + Penalty 1864.614590 = -255338.516687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8796.110000 sec): 3 clusters
  Score: Raw -256611.474326 + Penalty 3729.229180 = -252882.245146
  nChanged 579
		SP:Iteration 1F (8796.110000 sec): 3 clusters
  Score: Raw -257367.294476 + Penalty 3729.229180 = -253638.065296
  nChanged 204
		SP:Iteration 2F (8796.120000 sec): 3 clusters
  Score: Raw -257834.325330 + Penalty 3729.229180 = -254105.096151
  nChanged 169
		SP:Iteration 3F (8796.120000 sec): 3 clusters
  Score: Raw -258119.612108 + Penalty 3729.229180 = -254390.382928
  nChanged 112
		SP:Iteration 4F (8796.130000 sec): 3 clusters
  Score: Raw -258368.136381 + Penalty 3729.229180 = -254638.907201
  nChanged 100
		SP:Iteration 5F (8796.140000 sec): 3 clusters
  Score: Raw -258588.408398 + Penalty 3729.229180 = -254859.179219
  nChanged 59
		SP:Iteration 6Q (8796.140000 sec): 3 clusters
  Score: Raw -258705.536108 + Penalty 3729.229180 = -254976.306928
  nChanged 42
		SP:Iteration 7Q (8796.150000 sec): 3 clusters
  Score: Raw -258784.601748 + Penalty 3729.229180 = -255055.372568
  nChanged 22
		SP:Iteration 8Q (8796.160000 sec): 3 clusters
  Score: Raw -258814.816649 + Penalty 3729.229180 = -255085.587469
  nChanged 10
		SP:Iteration 9Q (8796.160000 sec): 3 clusters
  Score: Raw -258826.729664 + Penalty 3729.229180 = -255097.500485
  nChanged 7
		SP:Iteration 10Q (8796.170000 sec): 3 clusters
  Score: Raw -258831.919522 + Penalty 3729.229180 = -255102.690342
  nChanged 3
		SP:Iteration 11Q (8796.170000 sec): 3 clusters
  Score: Raw -258834.903162 + Penalty 3729.229180 = -255105.673982
  nChanged 0
		SP:Iteration 12F (8796.180000 sec): 3 clusters
  Score: Raw -258834.903162 + Penalty 3729.229180 = -255105.673982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10860 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8796.220000 sec): 2 clusters
  Score: Raw -1659453.063701 + Penalty 2304.624715 = -1657148.438986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8796.250000 sec): 3 clusters
  Score: Raw -1653460.682295 + Penalty 4609.249430 = -1648851.432865
  nChanged 4541
		SP:Iteration 1F (8796.290000 sec): 3 clusters
  Score: Raw -1655827.379096 + Penalty 4609.249430 = -1651218.129666
  nChanged 673
		SP:Iteration 2F (8796.330000 sec): 3 clusters
  Score: Raw -1656111.847427 + Penalty 4609.249430 = -1651502.597997
  nChanged 520
		SP:Iteration 3Q (8796.360000 sec): 3 clusters
  Score: Raw -1656309.260208 + Penalty 4609.249430 = -1651700.010778
  nChanged 397
		SP:Iteration 4Q (8796.400000 sec): 3 clusters
  Score: Raw -1656441.578569 + Penalty 4609.249430 = -1651832.329139
  nChanged 323
		SP:Iteration 5Q (8796.440000 sec): 3 clusters
  Score: Raw -1656556.521437 + Penalty 4609.249430 = -1651947.272007
  nChanged 304
		SP:Iteration 6Q (8796.480000 sec): 3 clusters
  Score: Raw -1656674.777762 + Penalty 4609.249430 = -1652065.528332
  nChanged 334
		SP:Iteration 7Q (8796.510000 sec): 3 clusters
  Score: Raw -1656815.123124 + Penalty 4609.249430 = -1652205.873693
  nChanged 362
		SP:Iteration 8Q (8796.550000 sec): 3 clusters
  Score: Raw -1656976.001582 + Penalty 4609.249430 = -1652366.752151
  nChanged 402
		SP:Iteration 9Q (8796.590000 sec): 3 clusters
  Score: Raw -1657169.728975 + Penalty 4609.249430 = -1652560.479545
  nChanged 422
		SP:Iteration 10Q (8796.630000 sec): 3 clusters
  Score: Raw -1657390.392629 + Penalty 4609.249430 = -1652781.143199
  nChanged 478
		SP:Iteration 11Q (8796.660000 sec): 3 clusters
  Score: Raw -1657694.118152 + Penalty 4609.249430 = -1653084.868722
  nChanged 512
		SP:Iteration 12Q (8796.700000 sec): 3 clusters
  Score: Raw -1658057.694885 + Penalty 4609.249430 = -1653448.445455
  nChanged 483
		SP:Iteration 13Q (8796.740000 sec): 3 clusters
  Score: Raw -1658433.988041 + Penalty 4609.249430 = -1653824.738610
  nChanged 455
		SP:Iteration 14Q (8796.780000 sec): 3 clusters
  Score: Raw -1658825.055687 + Penalty 4609.249430 = -1654215.806257
  nChanged 347
		SP:Iteration 15Q (8796.810000 sec): 3 clusters
  Score: Raw -1659114.521076 + Penalty 4609.249430 = -1654505.271646
  nChanged 250
		SP:Iteration 16Q (8796.840000 sec): 3 clusters
  Score: Raw -1659334.734387 + Penalty 4609.249430 = -1654725.484956
  nChanged 147
		SP:Iteration 17Q (8796.880000 sec): 3 clusters
  Score: Raw -1659476.663842 + Penalty 4609.249430 = -1654867.414412
  nChanged 102
		SP:Iteration 18Q (8796.910000 sec): 3 clusters
  Score: Raw -1659583.365267 + Penalty 4609.249430 = -1654974.115837
  nChanged 58
		SP:Iteration 19Q (8796.940000 sec): 3 clusters
  Score: Raw -1659647.632874 + Penalty 4609.249430 = -1655038.383444
  nChanged 37
		SP:Iteration 20F (8796.980000 sec): 3 clusters
  Score: Raw -1659678.604075 + Penalty 4609.249430 = -1655069.354645
  nChanged 24
		SP:Iteration 21Q (8797.010000 sec): 3 clusters
  Score: Raw -1659707.708300 + Penalty 4609.249430 = -1655098.458869
  nChanged 24
		SP:Iteration 22Q (8797.040000 sec): 3 clusters
  Score: Raw -1659741.554894 + Penalty 4609.249430 = -1655132.305463
  nChanged 19
		SP:Iteration 23Q (8797.070000 sec): 3 clusters
  Score: Raw -1659764.402199 + Penalty 4609.249430 = -1655155.152769
  nChanged 9
		SP:Iteration 24Q (8797.100000 sec): 3 clusters
  Score: Raw -1659775.054851 + Penalty 4609.249430 = -1655165.805420
  nChanged 9
		SP:Iteration 25Q (8797.120000 sec): 3 clusters
  Score: Raw -1659785.345635 + Penalty 4609.249430 = -1655176.096204
  nChanged 7
		SP:Iteration 26Q (8797.150000 sec): 3 clusters
  Score: Raw -1659791.789409 + Penalty 4609.249430 = -1655182.539979
  nChanged 3
		SP:Iteration 27Q (8797.180000 sec): 3 clusters
  Score: Raw -1659795.241990 + Penalty 4609.249430 = -1655185.992560
  nChanged 3
		SP:Iteration 28Q (8797.210000 sec): 3 clusters
  Score: Raw -1659797.985138 + Penalty 4609.249430 = -1655188.735707
  nChanged 3
		SP:Iteration 29Q (8797.240000 sec): 3 clusters
  Score: Raw -1659800.866443 + Penalty 4609.249430 = -1655191.617013
  nChanged 1
		SP:Iteration 30Q (8797.260000 sec): 3 clusters
  Score: Raw -1659801.977626 + Penalty 4609.249430 = -1655192.728196
  nChanged 2
		SP:Iteration 31Q (8797.290000 sec): 3 clusters
  Score: Raw -1659805.007938 + Penalty 4609.249430 = -1655195.758508
  nChanged 3
		SP:Iteration 32Q (8797.320000 sec): 3 clusters
  Score: Raw -1659807.325918 + Penalty 4609.249430 = -1655198.076488
  nChanged 0
		SP:Iteration 33F (8797.360000 sec): 3 clusters
  Score: Raw -1659807.325918 + Penalty 4609.249430 = -1655198.076488
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8797.400000 sec): 2 clusters
  Score: Raw -1984877.391907 + Penalty 2369.515328 = -1982507.876579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8797.450000 sec): 3 clusters
  Score: Raw -1976946.222862 + Penalty 4739.030657 = -1972207.192206
  nChanged 6052
		SP:Iteration 1F (8797.500000 sec): 3 clusters
  Score: Raw -1980292.791211 + Penalty 4739.030657 = -1975553.760555
  nChanged 875
		SP:Iteration 2F (8797.550000 sec): 3 clusters
  Score: Raw -1980708.541175 + Penalty 4739.030657 = -1975969.510519
  nChanged 761
		SP:Iteration 3F (8797.600000 sec): 3 clusters
  Score: Raw -1981056.574484 + Penalty 4739.030657 = -1976317.543827
  nChanged 672
		SP:Iteration 4Q (8797.650000 sec): 3 clusters
  Score: Raw -1981389.600368 + Penalty 4739.030657 = -1976650.569712
  nChanged 665
		SP:Iteration 5Q (8797.700000 sec): 3 clusters
  Score: Raw -1981721.947014 + Penalty 4739.030657 = -1976982.916357
  nChanged 618
		SP:Iteration 6Q (8797.750000 sec): 3 clusters
  Score: Raw -1982047.577211 + Penalty 4739.030657 = -1977308.546555
  nChanged 586
		SP:Iteration 7Q (8797.800000 sec): 3 clusters
  Score: Raw -1982357.455872 + Penalty 4739.030657 = -1977618.425216
  nChanged 527
		SP:Iteration 8Q (8797.840000 sec): 3 clusters
  Score: Raw -1982646.774539 + Penalty 4739.030657 = -1977907.743882
  nChanged 505
		SP:Iteration 9Q (8797.900000 sec): 3 clusters
  Score: Raw -1982939.839371 + Penalty 4739.030657 = -1978200.808715
  nChanged 503
		SP:Iteration 10Q (8797.940000 sec): 3 clusters
  Score: Raw -1983236.835930 + Penalty 4739.030657 = -1978497.805274
  nChanged 455
		SP:Iteration 11Q (8797.990000 sec): 3 clusters
  Score: Raw -1983526.701685 + Penalty 4739.030657 = -1978787.671029
  nChanged 439
		SP:Iteration 12Q (8798.040000 sec): 3 clusters
  Score: Raw -1983812.891406 + Penalty 4739.030657 = -1979073.860749
  nChanged 382
		SP:Iteration 13Q (8798.090000 sec): 3 clusters
  Score: Raw -1984043.650925 + Penalty 4739.030657 = -1979304.620268
  nChanged 311
		SP:Iteration 14Q (8798.130000 sec): 3 clusters
  Score: Raw -1984202.668353 + Penalty 4739.030657 = -1979463.637697
  nChanged 245
		SP:Iteration 15Q (8798.180000 sec): 3 clusters
  Score: Raw -1984329.419591 + Penalty 4739.030657 = -1979590.388935
  nChanged 213
		SP:Iteration 16Q (8798.220000 sec): 3 clusters
  Score: Raw -1984443.149332 + Penalty 4739.030657 = -1979704.118675
  nChanged 195
		SP:Iteration 17Q (8798.270000 sec): 3 clusters
  Score: Raw -1984542.404701 + Penalty 4739.030657 = -1979803.374044
  nChanged 177
		SP:Iteration 18Q (8798.310000 sec): 3 clusters
  Score: Raw -1984622.800484 + Penalty 4739.030657 = -1979883.769827
  nChanged 147
		SP:Iteration 19Q (8798.360000 sec): 3 clusters
  Score: Raw -1984686.194440 + Penalty 4739.030657 = -1979947.163784
  nChanged 122
		SP:Iteration 20F (8798.410000 sec): 3 clusters
  Score: Raw -1984742.613042 + Penalty 4739.030657 = -1980003.582386
  nChanged 135
		SP:Iteration 21Q (8798.450000 sec): 3 clusters
  Score: Raw -1984800.131128 + Penalty 4739.030657 = -1980061.100472
  nChanged 104
		SP:Iteration 22Q (8798.490000 sec): 3 clusters
  Score: Raw -1984845.996738 + Penalty 4739.030657 = -1980106.966081
  nChanged 86
		SP:Iteration 23Q (8798.540000 sec): 3 clusters
  Score: Raw -1984879.152706 + Penalty 4739.030657 = -1980140.122049
  nChanged 73
		SP:Iteration 24Q (8798.580000 sec): 3 clusters
  Score: Raw -1984901.404786 + Penalty 4739.030657 = -1980162.374129
  nChanged 52
		SP:Iteration 25Q (8798.620000 sec): 3 clusters
  Score: Raw -1984919.297436 + Penalty 4739.030657 = -1980180.266779
  nChanged 51
		SP:Iteration 26Q (8798.660000 sec): 3 clusters
  Score: Raw -1984936.306487 + Penalty 4739.030657 = -1980197.275830
  nChanged 52
		SP:Iteration 27Q (8798.700000 sec): 3 clusters
  Score: Raw -1984955.419607 + Penalty 4739.030657 = -1980216.388951
  nChanged 51
		SP:Iteration 28Q (8798.740000 sec): 3 clusters
  Score: Raw -1984976.689477 + Penalty 4739.030657 = -1980237.658821
  nChanged 56
		SP:Iteration 29Q (8798.780000 sec): 3 clusters
  Score: Raw -1984999.065814 + Penalty 4739.030657 = -1980260.035158
  nChanged 56
		SP:Iteration 30Q (8798.820000 sec): 3 clusters
  Score: Raw -1985027.943743 + Penalty 4739.030657 = -1980288.913087
  nChanged 65
		SP:Iteration 31Q (8798.860000 sec): 3 clusters
  Score: Raw -1985061.096629 + Penalty 4739.030657 = -1980322.065972
  nChanged 54
		SP:Iteration 32Q (8798.900000 sec): 3 clusters
  Score: Raw -1985088.121282 + Penalty 4739.030657 = -1980349.090625
  nChanged 49
		SP:Iteration 33Q (8798.940000 sec): 3 clusters
  Score: Raw -1985109.499423 + Penalty 4739.030657 = -1980370.468767
  nChanged 48
		SP:Iteration 34Q (8798.980000 sec): 3 clusters
  Score: Raw -1985131.262517 + Penalty 4739.030657 = -1980392.231861
  nChanged 46
		SP:Iteration 35Q (8799.020000 sec): 3 clusters
  Score: Raw -1985149.351660 + Penalty 4739.030657 = -1980410.321004
  nChanged 28
		SP:Iteration 36Q (8799.060000 sec): 3 clusters
  Score: Raw -1985160.460066 + Penalty 4739.030657 = -1980421.429410
  nChanged 32
		SP:Iteration 37Q (8799.100000 sec): 3 clusters
  Score: Raw -1985172.615250 + Penalty 4739.030657 = -1980433.584593
  nChanged 27
		SP:Iteration 38Q (8799.140000 sec): 3 clusters
  Score: Raw -1985182.775225 + Penalty 4739.030657 = -1980443.744568
  nChanged 24
		SP:Iteration 39Q (8799.180000 sec): 3 clusters
  Score: Raw -1985190.760176 + Penalty 4739.030657 = -1980451.729519
  nChanged 25
		SP:Iteration 40F (8799.220000 sec): 3 clusters
  Score: Raw -1985201.214204 + Penalty 4739.030657 = -1980462.183548
  nChanged 17
		SP:Iteration 41Q (8799.260000 sec): 3 clusters
  Score: Raw -1985206.879101 + Penalty 4739.030657 = -1980467.848444
  nChanged 18
		SP:Iteration 42Q (8799.300000 sec): 3 clusters
  Score: Raw -1985212.263795 + Penalty 4739.030657 = -1980473.233139
  nChanged 14
		SP:Iteration 43Q (8799.340000 sec): 3 clusters
  Score: Raw -1985216.101850 + Penalty 4739.030657 = -1980477.071194
  nChanged 8
		SP:Iteration 44Q (8799.380000 sec): 3 clusters
  Score: Raw -1985219.041586 + Penalty 4739.030657 = -1980480.010930
  nChanged 7
		SP:Iteration 45Q (8799.420000 sec): 3 clusters
  Score: Raw -1985221.091113 + Penalty 4739.030657 = -1980482.060456
  nChanged 3
		SP:Iteration 46Q (8799.460000 sec): 3 clusters
  Score: Raw -1985222.010128 + Penalty 4739.030657 = -1980482.979472
  nChanged 4
		SP:Iteration 47Q (8799.500000 sec): 3 clusters
  Score: Raw -1985222.658256 + Penalty 4739.030657 = -1980483.627599
  nChanged 2
		SP:Iteration 48Q (8799.540000 sec): 3 clusters
  Score: Raw -1985223.398692 + Penalty 4739.030657 = -1980484.368036
  nChanged 2
		SP:Iteration 49Q (8799.580000 sec): 3 clusters
  Score: Raw -1985224.353684 + Penalty 4739.030657 = -1980485.323027
  nChanged 3
		SP:Iteration 50Q (8799.620000 sec): 3 clusters
  Score: Raw -1985225.316059 + Penalty 4739.030657 = -1980486.285403
  nChanged 6
		SP:Iteration 51Q (8799.650000 sec): 3 clusters
  Score: Raw -1985226.992389 + Penalty 4739.030657 = -1980487.961732
  nChanged 7
		SP:Iteration 52Q (8799.690000 sec): 3 clusters
  Score: Raw -1985228.309108 + Penalty 4739.030657 = -1980489.278451
  nChanged 3
		SP:Iteration 53Q (8799.730000 sec): 3 clusters
  Score: Raw -1985228.991858 + Penalty 4739.030657 = -1980489.961202
  nChanged 8
		SP:Iteration 54Q (8799.770000 sec): 3 clusters
  Score: Raw -1985232.405055 + Penalty 4739.030657 = -1980493.374398
  nChanged 9
		SP:Iteration 55Q (8799.810000 sec): 3 clusters
  Score: Raw -1985234.769810 + Penalty 4739.030657 = -1980495.739153
  nChanged 5
		SP:Iteration 56Q (8799.850000 sec): 3 clusters
  Score: Raw -1985236.473662 + Penalty 4739.030657 = -1980497.443006
  nChanged 6
		SP:Iteration 57Q (8799.880000 sec): 3 clusters
  Score: Raw -1985238.023882 + Penalty 4739.030657 = -1980498.993225
  nChanged 6
		SP:Iteration 58Q (8799.920000 sec): 3 clusters
  Score: Raw -1985239.425416 + Penalty 4739.030657 = -1980500.394760
  nChanged 5
		SP:Iteration 59Q (8799.960000 sec): 3 clusters
  Score: Raw -1985240.942775 + Penalty 4739.030657 = -1980501.912118
  nChanged 6
		SP:Iteration 60F (8800.010000 sec): 3 clusters
  Score: Raw -1985243.205900 + Penalty 4739.030657 = -1980504.175243
  nChanged 4
		SP:Iteration 61Q (8800.050000 sec): 3 clusters
  Score: Raw -1985244.570082 + Penalty 4739.030657 = -1980505.539425
  nChanged 4
		SP:Iteration 62Q (8800.090000 sec): 3 clusters
  Score: Raw -1985246.504801 + Penalty 4739.030657 = -1980507.474144
  nChanged 9
		SP:Iteration 63Q (8800.130000 sec): 3 clusters
  Score: Raw -1985250.576142 + Penalty 4739.030657 = -1980511.545485
  nChanged 12
		SP:Iteration 64Q (8800.160000 sec): 3 clusters
  Score: Raw -1985254.320715 + Penalty 4739.030657 = -1980515.290058
  nChanged 11
		SP:Iteration 65Q (8800.200000 sec): 3 clusters
  Score: Raw -1985257.815261 + Penalty 4739.030657 = -1980518.784605
  nChanged 11
		SP:Iteration 66Q (8800.240000 sec): 3 clusters
  Score: Raw -1985262.091146 + Penalty 4739.030657 = -1980523.060490
  nChanged 14
		SP:Iteration 67Q (8800.280000 sec): 3 clusters
  Score: Raw -1985267.364623 + Penalty 4739.030657 = -1980528.333967
  nChanged 14
		SP:Iteration 68Q (8800.320000 sec): 3 clusters
  Score: Raw -1985273.786490 + Penalty 4739.030657 = -1980534.755834
  nChanged 18
		SP:Iteration 69Q (8800.360000 sec): 3 clusters
  Score: Raw -1985279.867654 + Penalty 4739.030657 = -1980540.836997
  nChanged 16
		SP:Iteration 70Q (8800.400000 sec): 3 clusters
  Score: Raw -1985286.827488 + Penalty 4739.030657 = -1980547.796831
  nChanged 22
		SP:Iteration 71Q (8800.440000 sec): 3 clusters
  Score: Raw -1985297.234990 + Penalty 4739.030657 = -1980558.204333
  nChanged 20
		SP:Iteration 72Q (8800.470000 sec): 3 clusters
  Score: Raw -1985305.312897 + Penalty 4739.030657 = -1980566.282240
  nChanged 14
		SP:Iteration 73Q (8800.510000 sec): 3 clusters
  Score: Raw -1985311.033009 + Penalty 4739.030657 = -1980572.002352
  nChanged 16
		SP:Iteration 74Q (8800.550000 sec): 3 clusters
  Score: Raw -1985317.011331 + Penalty 4739.030657 = -1980577.980674
  nChanged 12
		SP:Iteration 75Q (8800.590000 sec): 3 clusters
  Score: Raw -1985320.697211 + Penalty 4739.030657 = -1980581.666554
  nChanged 10
		SP:Iteration 76Q (8800.620000 sec): 3 clusters
  Score: Raw -1985325.230222 + Penalty 4739.030657 = -1980586.199565
  nChanged 6
		SP:Iteration 77Q (8800.660000 sec): 3 clusters
  Score: Raw -1985327.437358 + Penalty 4739.030657 = -1980588.406702
  nChanged 8
		SP:Iteration 78Q (8800.700000 sec): 3 clusters
  Score: Raw -1985332.342767 + Penalty 4739.030657 = -1980593.312111
  nChanged 13
		SP:Iteration 79Q (8800.740000 sec): 3 clusters
  Score: Raw -1985339.558404 + Penalty 4739.030657 = -1980600.527747
  nChanged 14
		SP:Iteration 80F (8800.790000 sec): 3 clusters
  Score: Raw -1985346.994517 + Penalty 4739.030657 = -1980607.963861
  nChanged 11
		SP:Iteration 81Q (8800.820000 sec): 3 clusters
  Score: Raw -1985352.909837 + Penalty 4739.030657 = -1980613.879181
  nChanged 10
		SP:Iteration 82Q (8800.860000 sec): 3 clusters
  Score: Raw -1985356.637198 + Penalty 4739.030657 = -1980617.606541
  nChanged 10
		SP:Iteration 83Q (8800.900000 sec): 3 clusters
  Score: Raw -1985359.929339 + Penalty 4739.030657 = -1980620.898683
  nChanged 9
		SP:Iteration 84Q (8800.940000 sec): 3 clusters
  Score: Raw -1985362.470515 + Penalty 4739.030657 = -1980623.439859
  nChanged 4
		SP:Iteration 85Q (8800.980000 sec): 3 clusters
  Score: Raw -1985363.619775 + Penalty 4739.030657 = -1980624.589119
  nChanged 4
		SP:Iteration 86Q (8801.010000 sec): 3 clusters
  Score: Raw -1985364.554103 + Penalty 4739.030657 = -1980625.523446
  nChanged 3
		SP:Iteration 87Q (8801.050000 sec): 3 clusters
  Score: Raw -1985365.119258 + Penalty 4739.030657 = -1980626.088601
  nChanged 1
		SP:Iteration 88Q (8801.090000 sec): 3 clusters
  Score: Raw -1985366.315817 + Penalty 4739.030657 = -1980627.285161
  nChanged 4
		SP:Iteration 89Q (8801.130000 sec): 3 clusters
  Score: Raw -1985367.803667 + Penalty 4739.030657 = -1980628.773010
  nChanged 3
		SP:Iteration 90Q (8801.160000 sec): 3 clusters
  Score: Raw -1985368.911108 + Penalty 4739.030657 = -1980629.880452
  nChanged 6
		SP:Iteration 91Q (8801.200000 sec): 3 clusters
  Score: Raw -1985370.919896 + Penalty 4739.030657 = -1980631.889239
  nChanged 3
		SP:Iteration 92Q (8801.240000 sec): 3 clusters
  Score: Raw -1985372.431018 + Penalty 4739.030657 = -1980633.400361
  nChanged 2
		SP:Iteration 93Q (8801.280000 sec): 3 clusters
  Score: Raw -1985373.015437 + Penalty 4739.030657 = -1980633.984781
  nChanged 3
		SP:Iteration 94Q (8801.310000 sec): 3 clusters
  Score: Raw -1985373.936427 + Penalty 4739.030657 = -1980634.905770
  nChanged 4
		SP:Iteration 95Q (8801.350000 sec): 3 clusters
  Score: Raw -1985375.059806 + Penalty 4739.030657 = -1980636.029150
  nChanged 3
		SP:Iteration 96Q (8801.390000 sec): 3 clusters
  Score: Raw -1985376.003302 + Penalty 4739.030657 = -1980636.972645
  nChanged 8
		SP:Iteration 97Q (8801.420000 sec): 3 clusters
  Score: Raw -1985379.499601 + Penalty 4739.030657 = -1980640.468945
  nChanged 8
		SP:Iteration 98Q (8801.460000 sec): 3 clusters
  Score: Raw -1985383.417617 + Penalty 4739.030657 = -1980644.386961
  nChanged 9
		SP:Iteration 99Q (8801.500000 sec): 3 clusters
  Score: Raw -1985386.165774 + Penalty 4739.030657 = -1980647.135118
  nChanged 5
		SP:Iteration 100F (8801.550000 sec): 3 clusters
  Score: Raw -1985387.797163 + Penalty 4739.030657 = -1980648.766507
  nChanged 5
		SP:Iteration 101Q (8801.590000 sec): 3 clusters
  Score: Raw -1985389.170595 + Penalty 4739.030657 = -1980650.139939
  nChanged 4
		SP:Iteration 102Q (8801.620000 sec): 3 clusters
  Score: Raw -1985390.472050 + Penalty 4739.030657 = -1980651.441394
  nChanged 1
		SP:Iteration 103Q (8801.660000 sec): 3 clusters
  Score: Raw -1985390.656772 + Penalty 4739.030657 = -1980651.626116
  nChanged 0
		SP:Iteration 104F (8801.710000 sec): 3 clusters
  Score: Raw -1985390.656772 + Penalty 4739.030657 = -1980651.626116
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8801.720000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8801.720000 sec): 3 clusters
  Score: Raw -73224.152800 + Penalty 3074.445443 = -70149.707356
  nChanged 67
		SP:Iteration 1F (8801.720000 sec): 3 clusters
  Score: Raw -73341.640837 + Penalty 3074.445443 = -70267.195394
  nChanged 26
		SP:Iteration 2F (8801.720000 sec): 3 clusters
  Score: Raw -73397.660221 + Penalty 3074.445443 = -70323.214778
  nChanged 7
		SP:Iteration 3Q (8801.720000 sec): 3 clusters
  Score: Raw -73411.538663 + Penalty 3074.445443 = -70337.093219
  nChanged 2
		SP:Iteration 4Q (8801.720000 sec): 3 clusters
  Score: Raw -73415.028553 + Penalty 3074.445443 = -70340.583109
  nChanged 0
		SP:Iteration 5F (8801.730000 sec): 3 clusters
  Score: Raw -73415.028553 + Penalty 3074.445443 = -70340.583109
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8801.740000 sec): 2 clusters
  Score: Raw -309815.793004 + Penalty 1905.598267 = -307910.194737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8801.740000 sec): 3 clusters
  Score: Raw -308960.662548 + Penalty 3811.196534 = -305149.466014
  nChanged 672
		SP:Iteration 1F (8801.750000 sec): 3 clusters
  Score: Raw -309467.734379 + Penalty 3811.196534 = -305656.537844
  nChanged 176
		SP:Iteration 2F (8801.760000 sec): 3 clusters
  Score: Raw -309622.200964 + Penalty 3811.196534 = -305811.004430
  nChanged 86
		SP:Iteration 3Q (8801.770000 sec): 3 clusters
  Score: Raw -309696.238981 + Penalty 3811.196534 = -305885.042446
  nChanged 59
		SP:Iteration 4Q (8801.780000 sec): 3 clusters
  Score: Raw -309744.764805 + Penalty 3811.196534 = -305933.568271
  nChanged 30
		SP:Iteration 5Q (8801.780000 sec): 3 clusters
  Score: Raw -309765.297041 + Penalty 3811.196534 = -305954.100507
  nChanged 17
		SP:Iteration 6Q (8801.790000 sec): 3 clusters
  Score: Raw -309777.057350 + Penalty 3811.196534 = -305965.860815
  nChanged 20
		SP:Iteration 7Q (8801.800000 sec): 3 clusters
  Score: Raw -309788.881019 + Penalty 3811.196534 = -305977.684485
  nChanged 15
		SP:Iteration 8Q (8801.800000 sec): 3 clusters
  Score: Raw -309797.168231 + Penalty 3811.196534 = -305985.971697
  nChanged 11
		SP:Iteration 9Q (8801.810000 sec): 3 clusters
  Score: Raw -309803.264341 + Penalty 3811.196534 = -305992.067807
  nChanged 8
		SP:Iteration 10Q (8801.820000 sec): 3 clusters
  Score: Raw -309809.401779 + Penalty 3811.196534 = -305998.205244
  nChanged 6
		SP:Iteration 11Q (8801.830000 sec): 3 clusters
  Score: Raw -309812.667194 + Penalty 3811.196534 = -306001.470660
  nChanged 8
		SP:Iteration 12Q (8801.840000 sec): 3 clusters
  Score: Raw -309817.353517 + Penalty 3811.196534 = -306006.156982
  nChanged 3
		SP:Iteration 13Q (8801.840000 sec): 3 clusters
  Score: Raw -309818.747941 + Penalty 3811.196534 = -306007.551407
  nChanged 7
		SP:Iteration 14Q (8801.850000 sec): 3 clusters
  Score: Raw -309821.331206 + Penalty 3811.196534 = -306010.134672
  nChanged 2
		SP:Iteration 15Q (8801.860000 sec): 3 clusters
  Score: Raw -309822.456236 + Penalty 3811.196534 = -306011.259702
  nChanged 1
		SP:Iteration 16Q (8801.860000 sec): 3 clusters
  Score: Raw -309823.347362 + Penalty 3811.196534 = -306012.150828
  nChanged 3
		SP:Iteration 17Q (8801.870000 sec): 3 clusters
  Score: Raw -309825.268904 + Penalty 3811.196534 = -306014.072370
  nChanged 2
		SP:Iteration 18Q (8801.880000 sec): 3 clusters
  Score: Raw -309825.906790 + Penalty 3811.196534 = -306014.710256
  nChanged 2
		SP:Iteration 19Q (8801.890000 sec): 3 clusters
  Score: Raw -309826.823297 + Penalty 3811.196534 = -306015.626763
  nChanged 0
		SP:Iteration 20F (8801.900000 sec): 3 clusters
  Score: Raw -309826.823297 + Penalty 3811.196534 = -306015.626763
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8802.000000 sec): 2 clusters
  Score: Raw -4594677.129706 + Penalty 2568.397217 = -4592108.732489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8802.120000 sec): 3 clusters
  Score: Raw -4575748.952228 + Penalty 5136.794433 = -4570612.157794
  nChanged 14264
		SP:Iteration 1F (8802.230000 sec): 3 clusters
  Score: Raw -4583260.507406 + Penalty 5136.794433 = -4578123.712973
  nChanged 1483
		SP:Iteration 2Q (8802.350000 sec): 3 clusters
  Score: Raw -4583777.514095 + Penalty 5136.794433 = -4578640.719661
  nChanged 1419
		SP:Iteration 3Q (8802.460000 sec): 3 clusters
  Score: Raw -4584325.934878 + Penalty 5136.794433 = -4579189.140444
  nChanged 1525
		SP:Iteration 4Q (8802.580000 sec): 3 clusters
  Score: Raw -4584991.133713 + Penalty 5136.794433 = -4579854.339279
  nChanged 1671
		SP:Iteration 5F (8802.700000 sec): 3 clusters
  Score: Raw -4585860.860609 + Penalty 5136.794433 = -4580724.066175
  nChanged 1897
		SP:Iteration 6F (8802.820000 sec): 3 clusters
  Score: Raw -4586984.430191 + Penalty 5136.794433 = -4581847.635757
  nChanged 2083
		SP:Iteration 7F (8802.930000 sec): 3 clusters
  Score: Raw -4588406.983608 + Penalty 5136.794433 = -4583270.189174
  nChanged 2077
		SP:Iteration 8F (8803.040000 sec): 3 clusters
  Score: Raw -4589887.762884 + Penalty 5136.794433 = -4584750.968451
  nChanged 1796
		SP:Iteration 9F (8803.150000 sec): 3 clusters
  Score: Raw -4591098.767757 + Penalty 5136.794433 = -4585961.973323
  nChanged 1429
		SP:Iteration 10Q (8803.270000 sec): 3 clusters
  Score: Raw -4591954.490173 + Penalty 5136.794433 = -4586817.695739
  nChanged 1021
		SP:Iteration 11Q (8803.380000 sec): 3 clusters
  Score: Raw -4592521.550712 + Penalty 5136.794433 = -4587384.756279
  nChanged 827
		SP:Iteration 12Q (8803.490000 sec): 3 clusters
  Score: Raw -4593053.035655 + Penalty 5136.794433 = -4587916.241221
  nChanged 733
		SP:Iteration 13Q (8803.600000 sec): 3 clusters
  Score: Raw -4593741.812110 + Penalty 5136.794433 = -4588605.017677
  nChanged 629
		SP:Iteration 14Q (8803.720000 sec): 3 clusters
  Score: Raw -4594710.104078 + Penalty 5136.794433 = -4589573.309644
  nChanged 382
		SP:Iteration 15Q (8803.820000 sec): 3 clusters
  Score: Raw -4595317.711706 + Penalty 5136.794433 = -4590180.917273
  nChanged 252
		SP:Iteration 16Q (8803.910000 sec): 3 clusters
  Score: Raw -4595485.421473 + Penalty 5136.794433 = -4590348.627040
  nChanged 191
		SP:Iteration 17Q (8804.000000 sec): 3 clusters
  Score: Raw -4595567.967798 + Penalty 5136.794433 = -4590431.173364
  nChanged 136
		SP:Iteration 18Q (8804.090000 sec): 3 clusters
  Score: Raw -4595614.679862 + Penalty 5136.794433 = -4590477.885428
  nChanged 90
		SP:Iteration 19Q (8804.180000 sec): 3 clusters
  Score: Raw -4595641.477192 + Penalty 5136.794433 = -4590504.682758
  nChanged 61
		SP:Iteration 20F (8804.290000 sec): 3 clusters
  Score: Raw -4595657.169145 + Penalty 5136.794433 = -4590520.374711
  nChanged 51
		SP:Iteration 21Q (8804.380000 sec): 3 clusters
  Score: Raw -4595670.329503 + Penalty 5136.794433 = -4590533.535070
  nChanged 47
		SP:Iteration 22Q (8804.470000 sec): 3 clusters
  Score: Raw -4595680.952781 + Penalty 5136.794433 = -4590544.158348
  nChanged 44
		SP:Iteration 23Q (8804.560000 sec): 3 clusters
  Score: Raw -4595690.869306 + Penalty 5136.794433 = -4590554.074873
  nChanged 30
		SP:Iteration 24Q (8804.640000 sec): 3 clusters
  Score: Raw -4595695.128928 + Penalty 5136.794433 = -4590558.334495
  nChanged 17
		SP:Iteration 25Q (8804.730000 sec): 3 clusters
  Score: Raw -4595697.291538 + Penalty 5136.794433 = -4590560.497105
  nChanged 11
		SP:Iteration 26Q (8804.820000 sec): 3 clusters
  Score: Raw -4595698.624839 + Penalty 5136.794433 = -4590561.830406
  nChanged 8
		SP:Iteration 27Q (8804.910000 sec): 3 clusters
  Score: Raw -4595700.205274 + Penalty 5136.794433 = -4590563.410840
  nChanged 7
		SP:Iteration 28Q (8805.000000 sec): 3 clusters
  Score: Raw -4595701.017488 + Penalty 5136.794433 = -4590564.223055
  nChanged 4
		SP:Iteration 29Q (8805.080000 sec): 3 clusters
  Score: Raw -4595701.320891 + Penalty 5136.794433 = -4590564.526458
  nChanged 2
		SP:Iteration 30Q (8805.170000 sec): 3 clusters
  Score: Raw -4595701.608650 + Penalty 5136.794433 = -4590564.814217
  nChanged 4
		SP:Iteration 31Q (8805.260000 sec): 3 clusters
  Score: Raw -4595702.285834 + Penalty 5136.794433 = -4590565.491401
  nChanged 7
		SP:Iteration 32Q (8805.340000 sec): 3 clusters
  Score: Raw -4595703.705937 + Penalty 5136.794433 = -4590566.911504
  nChanged 7
		SP:Iteration 33Q (8805.430000 sec): 3 clusters
  Score: Raw -4595705.596252 + Penalty 5136.794433 = -4590568.801819
  nChanged 7
		SP:Iteration 34Q (8805.520000 sec): 3 clusters
  Score: Raw -4595707.167135 + Penalty 5136.794433 = -4590570.372702
  nChanged 4
		SP:Iteration 35Q (8805.600000 sec): 3 clusters
  Score: Raw -4595707.436067 + Penalty 5136.794433 = -4590570.641634
  nChanged 3
		SP:Iteration 36Q (8805.690000 sec): 3 clusters
  Score: Raw -4595707.823404 + Penalty 5136.794433 = -4590571.028970
  nChanged 5
		SP:Iteration 37Q (8805.780000 sec): 3 clusters
  Score: Raw -4595708.298274 + Penalty 5136.794433 = -4590571.503840
  nChanged 3
		SP:Iteration 38Q (8805.860000 sec): 3 clusters
  Score: Raw -4595708.819002 + Penalty 5136.794433 = -4590572.024569
  nChanged 6
		SP:Iteration 39Q (8805.950000 sec): 3 clusters
  Score: Raw -4595709.567443 + Penalty 5136.794433 = -4590572.773010
  nChanged 3
		SP:Iteration 40F (8806.060000 sec): 3 clusters
  Score: Raw -4595710.158368 + Penalty 5136.794433 = -4590573.363935
  nChanged 4
		SP:Iteration 41Q (8806.150000 sec): 3 clusters
  Score: Raw -4595710.896642 + Penalty 5136.794433 = -4590574.102209
  nChanged 4
		SP:Iteration 42Q (8806.240000 sec): 3 clusters
  Score: Raw -4595711.511861 + Penalty 5136.794433 = -4590574.717427
  nChanged 5
		SP:Iteration 43Q (8806.320000 sec): 3 clusters
  Score: Raw -4595712.722701 + Penalty 5136.794433 = -4590575.928268
  nChanged 6
		SP:Iteration 44Q (8806.410000 sec): 3 clusters
  Score: Raw -4595714.078782 + Penalty 5136.794433 = -4590577.284349
  nChanged 8
		SP:Iteration 45Q (8806.500000 sec): 3 clusters
  Score: Raw -4595715.554944 + Penalty 5136.794433 = -4590578.760510
  nChanged 10
		SP:Iteration 46Q (8806.590000 sec): 3 clusters
  Score: Raw -4595717.594735 + Penalty 5136.794433 = -4590580.800301
  nChanged 10
		SP:Iteration 47Q (8806.680000 sec): 3 clusters
  Score: Raw -4595719.756119 + Penalty 5136.794433 = -4590582.961685
  nChanged 6
		SP:Iteration 48Q (8806.760000 sec): 3 clusters
  Score: Raw -4595721.029320 + Penalty 5136.794433 = -4590584.234886
  nChanged 6
		SP:Iteration 49Q (8806.850000 sec): 3 clusters
  Score: Raw -4595722.245175 + Penalty 5136.794433 = -4590585.450741
  nChanged 4
		SP:Iteration 50Q (8806.940000 sec): 3 clusters
  Score: Raw -4595722.927902 + Penalty 5136.794433 = -4590586.133468
  nChanged 4
		SP:Iteration 51Q (8807.020000 sec): 3 clusters
  Score: Raw -4595723.391910 + Penalty 5136.794433 = -4590586.597476
  nChanged 2
		SP:Iteration 52Q (8807.110000 sec): 3 clusters
  Score: Raw -4595723.882546 + Penalty 5136.794433 = -4590587.088112
  nChanged 3
		SP:Iteration 53Q (8807.200000 sec): 3 clusters
  Score: Raw -4595724.364012 + Penalty 5136.794433 = -4590587.569579
  nChanged 2
		SP:Iteration 54Q (8807.290000 sec): 3 clusters
  Score: Raw -4595725.016886 + Penalty 5136.794433 = -4590588.222453
  nChanged 5
		SP:Iteration 55Q (8807.380000 sec): 3 clusters
  Score: Raw -4595726.122475 + Penalty 5136.794433 = -4590589.328042
  nChanged 6
		SP:Iteration 56Q (8807.460000 sec): 3 clusters
  Score: Raw -4595726.790346 + Penalty 5136.794433 = -4590589.995913
  nChanged 0
		SP:Iteration 57F (8807.580000 sec): 3 clusters
  Score: Raw -4595726.790346 + Penalty 5136.794433 = -4590589.995913
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8807.910000 sec): 2 clusters
  Score: Raw -14339023.494785 + Penalty 2851.716528 = -14336171.778257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8808.280000 sec): 3 clusters
  Score: Raw -14275916.205105 + Penalty 5703.433055 = -14270212.772049
  nChanged 46494
		SP:Iteration 1F (8808.640000 sec): 3 clusters
  Score: Raw -14302223.752182 + Penalty 5703.433055 = -14296520.319127
  nChanged 3156
		SP:Iteration 2Q (8809.020000 sec): 3 clusters
  Score: Raw -14302973.580954 + Penalty 5703.433055 = -14297270.147898
  nChanged 3298
		SP:Iteration 3Q (8809.390000 sec): 3 clusters
  Score: Raw -14303820.217694 + Penalty 5703.433055 = -14298116.784639
  nChanged 3397
		SP:Iteration 4Q (8809.760000 sec): 3 clusters
  Score: Raw -14304776.501051 + Penalty 5703.433055 = -14299073.067996
  nChanged 3575
		SP:Iteration 5Q (8810.140000 sec): 3 clusters
  Score: Raw -14305942.625123 + Penalty 5703.433055 = -14300239.192068
  nChanged 3934
		SP:Iteration 6Q (8810.510000 sec): 3 clusters
  Score: Raw -14307425.824335 + Penalty 5703.433055 = -14301722.391280
  nChanged 4335
		SP:Iteration 7Q (8810.880000 sec): 3 clusters
  Score: Raw -14309413.425500 + Penalty 5703.433055 = -14303709.992444
  nChanged 5023
		SP:Iteration 8F (8811.240000 sec): 3 clusters
  Score: Raw -14312139.522542 + Penalty 5703.433055 = -14306436.089487
  nChanged 5485
		SP:Iteration 9F (8811.600000 sec): 3 clusters
  Score: Raw -14315483.640180 + Penalty 5703.433055 = -14309780.207125
  nChanged 5658
		SP:Iteration 10F (8811.960000 sec): 3 clusters
  Score: Raw -14319149.709038 + Penalty 5703.433055 = -14313446.275983
  nChanged 5278
		SP:Iteration 11F (8812.320000 sec): 3 clusters
  Score: Raw -14322327.694537 + Penalty 5703.433055 = -14316624.261482
  nChanged 4294
		SP:Iteration 12Q (8812.670000 sec): 3 clusters
  Score: Raw -14324452.306649 + Penalty 5703.433055 = -14318748.873594
  nChanged 3265
		SP:Iteration 13Q (8813.020000 sec): 3 clusters
  Score: Raw -14325778.063584 + Penalty 5703.433055 = -14320074.630529
  nChanged 2496
		SP:Iteration 14Q (8813.360000 sec): 3 clusters
  Score: Raw -14326702.644621 + Penalty 5703.433055 = -14320999.211566
  nChanged 2169
		SP:Iteration 15Q (8813.690000 sec): 3 clusters
  Score: Raw -14327526.325616 + Penalty 5703.433055 = -14321822.892561
  nChanged 2118
		SP:Iteration 16Q (8814.030000 sec): 3 clusters
  Score: Raw -14328390.559048 + Penalty 5703.433055 = -14322687.125993
  nChanged 2165
		SP:Iteration 17Q (8814.350000 sec): 3 clusters
  Score: Raw -14329375.195427 + Penalty 5703.433055 = -14323671.762372
  nChanged 2237
		SP:Iteration 18Q (8814.680000 sec): 3 clusters
  Score: Raw -14330454.075720 + Penalty 5703.433055 = -14324750.642665
  nChanged 2137
		SP:Iteration 19Q (8814.990000 sec): 3 clusters
  Score: Raw -14331549.951940 + Penalty 5703.433055 = -14325846.518885
  nChanged 2085
		SP:Iteration 20F (8815.350000 sec): 3 clusters
  Score: Raw -14332651.438966 + Penalty 5703.433055 = -14326948.005911
  nChanged 1925
		SP:Iteration 21Q (8815.660000 sec): 3 clusters
  Score: Raw -14333709.781348 + Penalty 5703.433055 = -14328006.348293
  nChanged 1804
		SP:Iteration 22Q (8815.960000 sec): 3 clusters
  Score: Raw -14334723.619770 + Penalty 5703.433055 = -14329020.186715
  nChanged 1557
		SP:Iteration 23Q (8816.260000 sec): 3 clusters
  Score: Raw -14335613.909800 + Penalty 5703.433055 = -14329910.476744
  nChanged 1405
		SP:Iteration 24Q (8816.540000 sec): 3 clusters
  Score: Raw -14336468.968274 + Penalty 5703.433055 = -14330765.535219
  nChanged 1199
		SP:Iteration 25Q (8816.820000 sec): 3 clusters
  Score: Raw -14337223.735341 + Penalty 5703.433055 = -14331520.302286
  nChanged 993
		SP:Iteration 26Q (8817.100000 sec): 3 clusters
  Score: Raw -14337856.054641 + Penalty 5703.433055 = -14332152.621586
  nChanged 769
		SP:Iteration 27Q (8817.380000 sec): 3 clusters
  Score: Raw -14338329.586045 + Penalty 5703.433055 = -14332626.152990
  nChanged 579
		SP:Iteration 28Q (8817.650000 sec): 3 clusters
  Score: Raw -14338648.672315 + Penalty 5703.433055 = -14332945.239260
  nChanged 420
		SP:Iteration 29Q (8817.910000 sec): 3 clusters
  Score: Raw -14338851.114767 + Penalty 5703.433055 = -14333147.681712
  nChanged 311
		SP:Iteration 30Q (8818.180000 sec): 3 clusters
  Score: Raw -14338984.024211 + Penalty 5703.433055 = -14333280.591156
  nChanged 267
		SP:Iteration 31Q (8818.450000 sec): 3 clusters
  Score: Raw -14339088.206842 + Penalty 5703.433055 = -14333384.773787
  nChanged 202
		SP:Iteration 32Q (8818.710000 sec): 3 clusters
  Score: Raw -14339171.496987 + Penalty 5703.433055 = -14333468.063931
  nChanged 169
		SP:Iteration 33Q (8818.970000 sec): 3 clusters
  Score: Raw -14339244.388382 + Penalty 5703.433055 = -14333540.955327
  nChanged 139
		SP:Iteration 34Q (8819.230000 sec): 3 clusters
  Score: Raw -14339301.043795 + Penalty 5703.433055 = -14333597.610740
  nChanged 108
		SP:Iteration 35Q (8819.490000 sec): 3 clusters
  Score: Raw -14339341.356668 + Penalty 5703.433055 = -14333637.923613
  nChanged 96
		SP:Iteration 36Q (8819.750000 sec): 3 clusters
  Score: Raw -14339380.170972 + Penalty 5703.433055 = -14333676.737917
  nChanged 76
		SP:Iteration 37Q (8820.010000 sec): 3 clusters
  Score: Raw -14339409.320374 + Penalty 5703.433055 = -14333705.887319
  nChanged 63
		SP:Iteration 38Q (8820.260000 sec): 3 clusters
  Score: Raw -14339435.059338 + Penalty 5703.433055 = -14333731.626283
  nChanged 58
		SP:Iteration 39Q (8820.520000 sec): 3 clusters
  Score: Raw -14339454.226491 + Penalty 5703.433055 = -14333750.793436
  nChanged 50
		SP:Iteration 40F (8820.870000 sec): 3 clusters
  Score: Raw -14339476.410660 + Penalty 5703.433055 = -14333772.977605
  nChanged 50
		SP:Iteration 41Q (8821.130000 sec): 3 clusters
  Score: Raw -14339502.785183 + Penalty 5703.433055 = -14333799.352128
  nChanged 53
		SP:Iteration 42Q (8821.380000 sec): 3 clusters
  Score: Raw -14339526.651916 + Penalty 5703.433055 = -14333823.218861
  nChanged 36
		SP:Iteration 43Q (8821.640000 sec): 3 clusters
  Score: Raw -14339543.309258 + Penalty 5703.433055 = -14333839.876203
  nChanged 39
		SP:Iteration 44Q (8821.890000 sec): 3 clusters
  Score: Raw -14339560.985075 + Penalty 5703.433055 = -14333857.552020
  nChanged 36
		SP:Iteration 45Q (8822.150000 sec): 3 clusters
  Score: Raw -14339578.975500 + Penalty 5703.433055 = -14333875.542445
  nChanged 37
		SP:Iteration 46Q (8822.410000 sec): 3 clusters
  Score: Raw -14339596.214698 + Penalty 5703.433055 = -14333892.781643
  nChanged 34
		SP:Iteration 47Q (8822.670000 sec): 3 clusters
  Score: Raw -14339612.511362 + Penalty 5703.433055 = -14333909.078307
  nChanged 26
		SP:Iteration 48Q (8822.920000 sec): 3 clusters
  Score: Raw -14339624.440327 + Penalty 5703.433055 = -14333921.007272
  nChanged 23
		SP:Iteration 49Q (8823.180000 sec): 3 clusters
  Score: Raw -14339634.198911 + Penalty 5703.433055 = -14333930.765856
  nChanged 19
		SP:Iteration 50Q (8823.430000 sec): 3 clusters
  Score: Raw -14339641.589610 + Penalty 5703.433055 = -14333938.156554
  nChanged 16
		SP:Iteration 51Q (8823.690000 sec): 3 clusters
  Score: Raw -14339652.968633 + Penalty 5703.433055 = -14333949.535577
  nChanged 18
		SP:Iteration 52Q (8823.950000 sec): 3 clusters
  Score: Raw -14339661.399945 + Penalty 5703.433055 = -14333957.966890
  nChanged 14
		SP:Iteration 53Q (8824.200000 sec): 3 clusters
  Score: Raw -14339667.077573 + Penalty 5703.433055 = -14333963.644518
  nChanged 9
		SP:Iteration 54Q (8824.450000 sec): 3 clusters
  Score: Raw -14339670.100262 + Penalty 5703.433055 = -14333966.667207
  nChanged 10
		SP:Iteration 55Q (8824.710000 sec): 3 clusters
  Score: Raw -14339675.511158 + Penalty 5703.433055 = -14333972.078103
  nChanged 18
		SP:Iteration 56Q (8824.970000 sec): 3 clusters
  Score: Raw -14339684.136369 + Penalty 5703.433055 = -14333980.703314
  nChanged 23
		SP:Iteration 57Q (8825.220000 sec): 3 clusters
  Score: Raw -14339697.720097 + Penalty 5703.433055 = -14333994.287042
  nChanged 25
		SP:Iteration 58Q (8825.470000 sec): 3 clusters
  Score: Raw -14339711.532119 + Penalty 5703.433055 = -14334008.099063
  nChanged 20
		SP:Iteration 59Q (8825.730000 sec): 3 clusters
  Score: Raw -14339722.039951 + Penalty 5703.433055 = -14334018.606896
  nChanged 30
		SP:Iteration 60F (8826.080000 sec): 3 clusters
  Score: Raw -14339740.058757 + Penalty 5703.433055 = -14334036.625702
  nChanged 32
		SP:Iteration 61Q (8826.330000 sec): 3 clusters
  Score: Raw -14339758.547340 + Penalty 5703.433055 = -14334055.114285
  nChanged 21
		SP:Iteration 62Q (8826.590000 sec): 3 clusters
  Score: Raw -14339768.394362 + Penalty 5703.433055 = -14334064.961307
  nChanged 21
		SP:Iteration 63Q (8826.850000 sec): 3 clusters
  Score: Raw -14339778.885443 + Penalty 5703.433055 = -14334075.452388
  nChanged 20
		SP:Iteration 64Q (8827.100000 sec): 3 clusters
  Score: Raw -14339788.904917 + Penalty 5703.433055 = -14334085.471862
  nChanged 27
		SP:Iteration 65Q (8827.350000 sec): 3 clusters
  Score: Raw -14339801.313790 + Penalty 5703.433055 = -14334097.880735
  nChanged 23
		SP:Iteration 66Q (8827.610000 sec): 3 clusters
  Score: Raw -14339815.597630 + Penalty 5703.433055 = -14334112.164575
  nChanged 24
		SP:Iteration 67Q (8827.860000 sec): 3 clusters
  Score: Raw -14339832.700608 + Penalty 5703.433055 = -14334129.267553
  nChanged 26
		SP:Iteration 68Q (8828.110000 sec): 3 clusters
  Score: Raw -14339847.167532 + Penalty 5703.433055 = -14334143.734477
  nChanged 28
		SP:Iteration 69Q (8828.370000 sec): 3 clusters
  Score: Raw -14339859.397921 + Penalty 5703.433055 = -14334155.964866
  nChanged 21
		SP:Iteration 70Q (8828.620000 sec): 3 clusters
  Score: Raw -14339871.039533 + Penalty 5703.433055 = -14334167.606478
  nChanged 20
		SP:Iteration 71Q (8828.880000 sec): 3 clusters
  Score: Raw -14339879.335637 + Penalty 5703.433055 = -14334175.902582
  nChanged 13
		SP:Iteration 72Q (8829.130000 sec): 3 clusters
  Score: Raw -14339884.355925 + Penalty 5703.433055 = -14334180.922870
  nChanged 13
		SP:Iteration 73Q (8829.380000 sec): 3 clusters
  Score: Raw -14339889.990311 + Penalty 5703.433055 = -14334186.557255
  nChanged 10
		SP:Iteration 74Q (8829.630000 sec): 3 clusters
  Score: Raw -14339894.604917 + Penalty 5703.433055 = -14334191.171862
  nChanged 8
		SP:Iteration 75Q (8829.880000 sec): 3 clusters
  Score: Raw -14339897.288953 + Penalty 5703.433055 = -14334193.855898
  nChanged 4
		SP:Iteration 76Q (8830.130000 sec): 3 clusters
  Score: Raw -14339899.773186 + Penalty 5703.433055 = -14334196.340130
  nChanged 5
		SP:Iteration 77Q (8830.380000 sec): 3 clusters
  Score: Raw -14339902.586366 + Penalty 5703.433055 = -14334199.153311
  nChanged 4
		SP:Iteration 78Q (8830.640000 sec): 3 clusters
  Score: Raw -14339903.977436 + Penalty 5703.433055 = -14334200.544381
  nChanged 0
		SP:Iteration 79F (8830.990000 sec): 3 clusters
  Score: Raw -14339903.977436 + Penalty 5703.433055 = -14334200.544381
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8831.130000 sec): 2 clusters
  Score: Raw -5651717.706007 + Penalty 2605.046030 = -5649112.659977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8831.260000 sec): 3 clusters
  Score: Raw -5629376.653824 + Penalty 5210.092060 = -5624166.561763
  nChanged 16607
		SP:Iteration 1F (8831.390000 sec): 3 clusters
  Score: Raw -5638428.930826 + Penalty 5210.092060 = -5633218.838766
  nChanged 1520
		SP:Iteration 2Q (8831.530000 sec): 3 clusters
  Score: Raw -5638862.207898 + Penalty 5210.092060 = -5633652.115838
  nChanged 1367
		SP:Iteration 3Q (8831.660000 sec): 3 clusters
  Score: Raw -5639245.595169 + Penalty 5210.092060 = -5634035.503109
  nChanged 1277
		SP:Iteration 4Q (8831.800000 sec): 3 clusters
  Score: Raw -5639603.539571 + Penalty 5210.092060 = -5634393.447511
  nChanged 1257
		SP:Iteration 5Q (8831.940000 sec): 3 clusters
  Score: Raw -5639981.678030 + Penalty 5210.092060 = -5634771.585970
  nChanged 1363
		SP:Iteration 6Q (8832.070000 sec): 3 clusters
  Score: Raw -5640478.497603 + Penalty 5210.092060 = -5635268.405542
  nChanged 1632
		SP:Iteration 7Q (8832.200000 sec): 3 clusters
  Score: Raw -5641244.347705 + Penalty 5210.092060 = -5636034.255644
  nChanged 2030
		SP:Iteration 8F (8832.340000 sec): 3 clusters
  Score: Raw -5642447.527455 + Penalty 5210.092060 = -5637237.435395
  nChanged 2414
		SP:Iteration 9F (8832.460000 sec): 3 clusters
  Score: Raw -5644183.977523 + Penalty 5210.092060 = -5638973.885463
  nChanged 2533
		SP:Iteration 10F (8832.600000 sec): 3 clusters
  Score: Raw -5646322.235651 + Penalty 5210.092060 = -5641112.143591
  nChanged 2353
		SP:Iteration 11F (8832.730000 sec): 3 clusters
  Score: Raw -5648456.525142 + Penalty 5210.092060 = -5643246.433082
  nChanged 1712
		SP:Iteration 12Q (8832.860000 sec): 3 clusters
  Score: Raw -5649999.377510 + Penalty 5210.092060 = -5644789.285449
  nChanged 1039
		SP:Iteration 13Q (8832.980000 sec): 3 clusters
  Score: Raw -5650898.776448 + Penalty 5210.092060 = -5645688.684388
  nChanged 608
		SP:Iteration 14Q (8833.100000 sec): 3 clusters
  Score: Raw -5651395.904670 + Penalty 5210.092060 = -5646185.812610
  nChanged 327
		SP:Iteration 15Q (8833.200000 sec): 3 clusters
  Score: Raw -5651643.374424 + Penalty 5210.092060 = -5646433.282364
  nChanged 180
		SP:Iteration 16Q (8833.300000 sec): 3 clusters
  Score: Raw -5651781.784926 + Penalty 5210.092060 = -5646571.692866
  nChanged 118
		SP:Iteration 17Q (8833.400000 sec): 3 clusters
  Score: Raw -5651868.736909 + Penalty 5210.092060 = -5646658.644849
  nChanged 76
		SP:Iteration 18Q (8833.490000 sec): 3 clusters
  Score: Raw -5651931.863505 + Penalty 5210.092060 = -5646721.771445
  nChanged 39
		SP:Iteration 19Q (8833.590000 sec): 3 clusters
  Score: Raw -5651964.334965 + Penalty 5210.092060 = -5646754.242905
  nChanged 27
		SP:Iteration 20F (8833.720000 sec): 3 clusters
  Score: Raw -5651989.808104 + Penalty 5210.092060 = -5646779.716044
  nChanged 17
		SP:Iteration 21Q (8833.810000 sec): 3 clusters
  Score: Raw -5652004.447738 + Penalty 5210.092060 = -5646794.355677
  nChanged 17
		SP:Iteration 22Q (8833.900000 sec): 3 clusters
  Score: Raw -5652018.365399 + Penalty 5210.092060 = -5646808.273339
  nChanged 15
		SP:Iteration 23Q (8834.000000 sec): 3 clusters
  Score: Raw -5652030.915177 + Penalty 5210.092060 = -5646820.823117
  nChanged 13
		SP:Iteration 24Q (8834.090000 sec): 3 clusters
  Score: Raw -5652040.758266 + Penalty 5210.092060 = -5646830.666206
  nChanged 10
		SP:Iteration 25Q (8834.180000 sec): 3 clusters
  Score: Raw -5652047.924737 + Penalty 5210.092060 = -5646837.832677
  nChanged 7
		SP:Iteration 26Q (8834.270000 sec): 3 clusters
  Score: Raw -5652052.720025 + Penalty 5210.092060 = -5646842.627964
  nChanged 4
		SP:Iteration 27Q (8834.360000 sec): 3 clusters
  Score: Raw -5652057.288749 + Penalty 5210.092060 = -5646847.196689
  nChanged 3
		SP:Iteration 28Q (8834.450000 sec): 3 clusters
  Score: Raw -5652060.340397 + Penalty 5210.092060 = -5646850.248337
  nChanged 3
		SP:Iteration 29Q (8834.540000 sec): 3 clusters
  Score: Raw -5652062.372209 + Penalty 5210.092060 = -5646852.280148
  nChanged 2
		SP:Iteration 30Q (8834.640000 sec): 3 clusters
  Score: Raw -5652064.571439 + Penalty 5210.092060 = -5646854.479379
  nChanged 4
		SP:Iteration 31Q (8834.730000 sec): 3 clusters
  Score: Raw -5652068.457303 + Penalty 5210.092060 = -5646858.365243
  nChanged 4
		SP:Iteration 32Q (8834.820000 sec): 3 clusters
  Score: Raw -5652072.528306 + Penalty 5210.092060 = -5646862.436246
  nChanged 1
		SP:Iteration 33Q (8834.910000 sec): 3 clusters
  Score: Raw -5652072.940207 + Penalty 5210.092060 = -5646862.848147
  nChanged 1
		SP:Iteration 34Q (8835.010000 sec): 3 clusters
  Score: Raw -5652073.632153 + Penalty 5210.092060 = -5646863.540093
  nChanged 0
		SP:Iteration 35F (8835.140000 sec): 3 clusters
  Score: Raw -5652073.632153 + Penalty 5210.092060 = -5646863.540093
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8835.460000 sec): 2 clusters
  Score: Raw -14570628.045756 + Penalty 2851.799513 = -14567776.246243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8835.820000 sec): 3 clusters
  Score: Raw -14507162.291878 + Penalty 5703.599026 = -14501458.692852
  nChanged 46733
		SP:Iteration 1F (8836.170000 sec): 3 clusters
  Score: Raw -14534178.141333 + Penalty 5703.599026 = -14528474.542306
  nChanged 3373
		SP:Iteration 2Q (8836.540000 sec): 3 clusters
  Score: Raw -14535047.377303 + Penalty 5703.599026 = -14529343.778276
  nChanged 3622
		SP:Iteration 3Q (8836.900000 sec): 3 clusters
  Score: Raw -14536162.051935 + Penalty 5703.599026 = -14530458.452908
  nChanged 4294
		SP:Iteration 4Q (8837.270000 sec): 3 clusters
  Score: Raw -14537947.469137 + Penalty 5703.599026 = -14532243.870111
  nChanged 5585
		SP:Iteration 5F (8837.630000 sec): 3 clusters
  Score: Raw -14541000.472300 + Penalty 5703.599026 = -14535296.873274
  nChanged 7134
		SP:Iteration 6F (8837.980000 sec): 3 clusters
  Score: Raw -14546077.719069 + Penalty 5703.599026 = -14540374.120042
  nChanged 8428
		SP:Iteration 7F (8838.340000 sec): 3 clusters
  Score: Raw -14553480.666217 + Penalty 5703.599026 = -14547777.067191
  nChanged 7960
		SP:Iteration 8F (8838.700000 sec): 3 clusters
  Score: Raw -14561220.551559 + Penalty 5703.599026 = -14555516.952532
  nChanged 5530
		SP:Iteration 9F (8839.050000 sec): 3 clusters
  Score: Raw -14566568.756608 + Penalty 5703.599026 = -14560865.157582
  nChanged 2823
		SP:Iteration 10Q (8839.390000 sec): 3 clusters
  Score: Raw -14569080.720578 + Penalty 5703.599026 = -14563377.121552
  nChanged 1187
		SP:Iteration 11Q (8839.700000 sec): 3 clusters
  Score: Raw -14570074.798243 + Penalty 5703.599026 = -14564371.199217
  nChanged 508
		SP:Iteration 12Q (8839.980000 sec): 3 clusters
  Score: Raw -14570483.920018 + Penalty 5703.599026 = -14564780.320991
  nChanged 253
		SP:Iteration 13Q (8840.250000 sec): 3 clusters
  Score: Raw -14570707.054114 + Penalty 5703.599026 = -14565003.455088
  nChanged 135
		SP:Iteration 14Q (8840.510000 sec): 3 clusters
  Score: Raw -14570819.610716 + Penalty 5703.599026 = -14565116.011690
  nChanged 64
		SP:Iteration 15Q (8840.770000 sec): 3 clusters
  Score: Raw -14570880.257204 + Penalty 5703.599026 = -14565176.658177
  nChanged 48
		SP:Iteration 16Q (8841.030000 sec): 3 clusters
  Score: Raw -14570924.915548 + Penalty 5703.599026 = -14565221.316521
  nChanged 34
		SP:Iteration 17Q (8841.290000 sec): 3 clusters
  Score: Raw -14570952.401310 + Penalty 5703.599026 = -14565248.802283
  nChanged 20
		SP:Iteration 18Q (8841.540000 sec): 3 clusters
  Score: Raw -14570970.179433 + Penalty 5703.599026 = -14565266.580407
  nChanged 21
		SP:Iteration 19Q (8841.800000 sec): 3 clusters
  Score: Raw -14570990.415600 + Penalty 5703.599026 = -14565286.816574
  nChanged 20
		SP:Iteration 20F (8842.150000 sec): 3 clusters
  Score: Raw -14571003.867833 + Penalty 5703.599026 = -14565300.268807
  nChanged 12
		SP:Iteration 21Q (8842.410000 sec): 3 clusters
  Score: Raw -14571012.295416 + Penalty 5703.599026 = -14565308.696390
  nChanged 6
		SP:Iteration 22Q (8842.670000 sec): 3 clusters
  Score: Raw -14571019.728790 + Penalty 5703.599026 = -14565316.129764
  nChanged 6
		SP:Iteration 23Q (8842.930000 sec): 3 clusters
  Score: Raw -14571026.114677 + Penalty 5703.599026 = -14565322.515651
  nChanged 6
		SP:Iteration 24Q (8843.190000 sec): 3 clusters
  Score: Raw -14571030.671699 + Penalty 5703.599026 = -14565327.072672
  nChanged 4
		SP:Iteration 25Q (8843.450000 sec): 3 clusters
  Score: Raw -14571033.223994 + Penalty 5703.599026 = -14565329.624967
  nChanged 2
		SP:Iteration 26Q (8843.710000 sec): 3 clusters
  Score: Raw -14571035.257400 + Penalty 5703.599026 = -14565331.658374
  nChanged 3
		SP:Iteration 27Q (8843.970000 sec): 3 clusters
  Score: Raw -14571038.267292 + Penalty 5703.599026 = -14565334.668266
  nChanged 3
		SP:Iteration 28Q (8844.220000 sec): 3 clusters
  Score: Raw -14571040.838438 + Penalty 5703.599026 = -14565337.239411
  nChanged 4
		SP:Iteration 29Q (8844.480000 sec): 3 clusters
  Score: Raw -14571044.850630 + Penalty 5703.599026 = -14565341.251603
  nChanged 1
		SP:Iteration 30Q (8844.740000 sec): 3 clusters
  Score: Raw -14571046.570481 + Penalty 5703.599026 = -14565342.971454
  nChanged 3
		SP:Iteration 31Q (8845.000000 sec): 3 clusters
  Score: Raw -14571050.180166 + Penalty 5703.599026 = -14565346.581139
  nChanged 6
		SP:Iteration 32Q (8845.250000 sec): 3 clusters
  Score: Raw -14571057.050465 + Penalty 5703.599026 = -14565353.451438
  nChanged 5
		SP:Iteration 33Q (8845.510000 sec): 3 clusters
  Score: Raw -14571061.421481 + Penalty 5703.599026 = -14565357.822455
  nChanged 3
		SP:Iteration 34Q (8845.770000 sec): 3 clusters
  Score: Raw -14571064.050819 + Penalty 5703.599026 = -14565360.451793
  nChanged 4
		SP:Iteration 35Q (8846.020000 sec): 3 clusters
  Score: Raw -14571066.790006 + Penalty 5703.599026 = -14565363.190980
  nChanged 1
		SP:Iteration 36Q (8846.280000 sec): 3 clusters
  Score: Raw -14571067.304093 + Penalty 5703.599026 = -14565363.705066
  nChanged 1
		SP:Iteration 37Q (8846.530000 sec): 3 clusters
  Score: Raw -14571068.216955 + Penalty 5703.599026 = -14565364.617929
  nChanged 0
		SP:Iteration 38F (8846.890000 sec): 3 clusters
  Score: Raw -14571068.216955 + Penalty 5703.599026 = -14565364.617929
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8846.950000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8846.950000 sec): 3 clusters
  Score: Raw -22215.267866 + Penalty 2547.356025 = -19667.911841
  nChanged 7
		SP:Iteration 1Q (8846.950000 sec): 3 clusters
  Score: Raw -22249.632785 + Penalty 2547.356025 = -19702.276760
  nChanged 0
		SP:Iteration 2F (8846.950000 sec): 3 clusters
  Score: Raw -22249.632785 + Penalty 2547.356025 = -19702.276760
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8847.130000 sec): 2 clusters
  Score: Raw -7501479.168344 + Penalty 2688.609636 = -7498790.558708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8847.320000 sec): 3 clusters
  Score: Raw -7469623.808438 + Penalty 5377.219272 = -7464246.589166
  nChanged 23697
		SP:Iteration 1F (8847.510000 sec): 3 clusters
  Score: Raw -7482721.252559 + Penalty 5377.219272 = -7477344.033287
  nChanged 1801
		SP:Iteration 2Q (8847.710000 sec): 3 clusters
  Score: Raw -7483129.152851 + Penalty 5377.219272 = -7477751.933579
  nChanged 1625
		SP:Iteration 3Q (8847.890000 sec): 3 clusters
  Score: Raw -7483479.508153 + Penalty 5377.219272 = -7478102.288881
  nChanged 1462
		SP:Iteration 4Q (8848.090000 sec): 3 clusters
  Score: Raw -7483807.744028 + Penalty 5377.219272 = -7478430.524756
  nChanged 1460
		SP:Iteration 5Q (8848.280000 sec): 3 clusters
  Score: Raw -7484173.160884 + Penalty 5377.219272 = -7478795.941612
  nChanged 1511
		SP:Iteration 6Q (8848.470000 sec): 3 clusters
  Score: Raw -7484587.184028 + Penalty 5377.219272 = -7479209.964756
  nChanged 1704
		SP:Iteration 7Q (8848.670000 sec): 3 clusters
  Score: Raw -7485143.508324 + Penalty 5377.219272 = -7479766.289052
  nChanged 1975
		SP:Iteration 8Q (8848.860000 sec): 3 clusters
  Score: Raw -7485976.586407 + Penalty 5377.219272 = -7480599.367135
  nChanged 2490
		SP:Iteration 9Q (8849.050000 sec): 3 clusters
  Score: Raw -7487311.279218 + Penalty 5377.219272 = -7481934.059946
  nChanged 3238
		SP:Iteration 10F (8849.250000 sec): 3 clusters
  Score: Raw -7489499.127230 + Penalty 5377.219272 = -7484121.907958
  nChanged 3801
		SP:Iteration 11F (8849.430000 sec): 3 clusters
  Score: Raw -7492605.755294 + Penalty 5377.219272 = -7487228.536022
  nChanged 3889
		SP:Iteration 12F (8849.620000 sec): 3 clusters
  Score: Raw -7496166.907081 + Penalty 5377.219272 = -7490789.687809
  nChanged 2941
		SP:Iteration 13F (8849.810000 sec): 3 clusters
  Score: Raw -7498964.614329 + Penalty 5377.219272 = -7493587.395057
  nChanged 1682
		SP:Iteration 14Q (8849.980000 sec): 3 clusters
  Score: Raw -7500556.393698 + Penalty 5377.219272 = -7495179.174426
  nChanged 754
		SP:Iteration 15Q (8850.130000 sec): 3 clusters
  Score: Raw -7501286.011482 + Penalty 5377.219272 = -7495908.792210
  nChanged 251
		SP:Iteration 16Q (8850.270000 sec): 3 clusters
  Score: Raw -7501535.831521 + Penalty 5377.219272 = -7496158.612249
  nChanged 94
		SP:Iteration 17Q (8850.410000 sec): 3 clusters
  Score: Raw -7501644.925390 + Penalty 5377.219272 = -7496267.706118
  nChanged 39
		SP:Iteration 18Q (8850.550000 sec): 3 clusters
  Score: Raw -7501695.545498 + Penalty 5377.219272 = -7496318.326226
  nChanged 23
		SP:Iteration 19Q (8850.680000 sec): 3 clusters
  Score: Raw -7501728.662106 + Penalty 5377.219272 = -7496351.442834
  nChanged 14
		SP:Iteration 20F (8850.860000 sec): 3 clusters
  Score: Raw -7501749.570921 + Penalty 5377.219272 = -7496372.351649
  nChanged 10
		SP:Iteration 21Q (8850.990000 sec): 3 clusters
  Score: Raw -7501761.812847 + Penalty 5377.219272 = -7496384.593575
  nChanged 8
		SP:Iteration 22Q (8851.130000 sec): 3 clusters
  Score: Raw -7501772.926041 + Penalty 5377.219272 = -7496395.706769
  nChanged 7
		SP:Iteration 23Q (8851.260000 sec): 3 clusters
  Score: Raw -7501785.192547 + Penalty 5377.219272 = -7496407.973275
  nChanged 7
		SP:Iteration 24Q (8851.390000 sec): 3 clusters
  Score: Raw -7501794.796632 + Penalty 5377.219272 = -7496417.577360
  nChanged 3
		SP:Iteration 25Q (8851.520000 sec): 3 clusters
  Score: Raw -7501798.335379 + Penalty 5377.219272 = -7496421.116107
  nChanged 3
		SP:Iteration 26Q (8851.650000 sec): 3 clusters
  Score: Raw -7501801.262703 + Penalty 5377.219272 = -7496424.043431
  nChanged 0
		SP:Iteration 27F (8851.830000 sec): 3 clusters
  Score: Raw -7501801.262703 + Penalty 5377.219272 = -7496424.043431
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8851.860000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8851.860000 sec): 3 clusters
  Score: Raw -76037.211763 + Penalty 3043.240186 = -72993.971577
  nChanged 95
		SP:Iteration 1F (8851.870000 sec): 3 clusters
  Score: Raw -76227.381933 + Penalty 3043.240186 = -73184.141747
  nChanged 24
		SP:Iteration 2F (8851.870000 sec): 3 clusters
  Score: Raw -76286.427653 + Penalty 3043.240186 = -73243.187467
  nChanged 30
		SP:Iteration 3F (8851.870000 sec): 3 clusters
  Score: Raw -76362.380101 + Penalty 3043.240186 = -73319.139915
  nChanged 36
		SP:Iteration 4F (8851.870000 sec): 3 clusters
  Score: Raw -76478.959035 + Penalty 3043.240186 = -73435.718849
  nChanged 34
		SP:Iteration 5F (8851.870000 sec): 3 clusters
  Score: Raw -76614.809908 + Penalty 3043.240186 = -73571.569722
  nChanged 21
		SP:Iteration 6Q (8851.870000 sec): 3 clusters
  Score: Raw -76746.005529 + Penalty 3043.240186 = -73702.765343
  nChanged 13
		SP:Iteration 7Q (8851.870000 sec): 3 clusters
  Score: Raw -76797.172910 + Penalty 3043.240186 = -73753.932724
  nChanged 4
		SP:Iteration 8Q (8851.870000 sec): 3 clusters
  Score: Raw -76821.504700 + Penalty 3043.240186 = -73778.264514
  nChanged 5
		SP:Iteration 9Q (8851.880000 sec): 3 clusters
  Score: Raw -76840.585910 + Penalty 3043.240186 = -73797.345724
  nChanged 3
		SP:Iteration 10Q (8851.880000 sec): 3 clusters
  Score: Raw -76849.965738 + Penalty 3043.240186 = -73806.725552
  nChanged 2
		SP:Iteration 11Q (8851.880000 sec): 3 clusters
  Score: Raw -76855.348298 + Penalty 3043.240186 = -73812.108112
  nChanged 1
		SP:Iteration 12Q (8851.880000 sec): 3 clusters
  Score: Raw -76857.750120 + Penalty 3043.240186 = -73814.509934
  nChanged 0
		SP:Iteration 13F (8851.880000 sec): 3 clusters
  Score: Raw -76857.750120 + Penalty 3043.240186 = -73814.509934
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8851.890000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8851.890000 sec): 3 clusters
  Score: Raw -68273.943869 + Penalty 3055.958832 = -65217.985038
  nChanged 70
		SP:Iteration 1F (8851.890000 sec): 3 clusters
  Score: Raw -68449.685174 + Penalty 3055.958832 = -65393.726342
  nChanged 23
		SP:Iteration 2Q (8851.890000 sec): 3 clusters
  Score: Raw -68515.821433 + Penalty 3055.958832 = -65459.862602
  nChanged 8
		SP:Iteration 3Q (8851.890000 sec): 3 clusters
  Score: Raw -68542.953563 + Penalty 3055.958832 = -65486.994731
  nChanged 10
		SP:Iteration 4Q (8851.890000 sec): 3 clusters
  Score: Raw -68572.610404 + Penalty 3055.958832 = -65516.651572
  nChanged 3
		SP:Iteration 5Q (8851.890000 sec): 3 clusters
  Score: Raw -68586.864107 + Penalty 3055.958832 = -65530.905275
  nChanged 5
		SP:Iteration 6Q (8851.900000 sec): 3 clusters
  Score: Raw -68600.826893 + Penalty 3055.958832 = -65544.868062
  nChanged 4
		SP:Iteration 7Q (8851.900000 sec): 3 clusters
  Score: Raw -68609.908028 + Penalty 3055.958832 = -65553.949196
  nChanged 1
		SP:Iteration 8Q (8851.900000 sec): 3 clusters
  Score: Raw -68610.941408 + Penalty 3055.958832 = -65554.982577
  nChanged 2
		SP:Iteration 9Q (8851.900000 sec): 3 clusters
  Score: Raw -68615.448319 + Penalty 3055.958832 = -65559.489487
  nChanged 1
		SP:Iteration 10Q (8851.900000 sec): 3 clusters
  Score: Raw -68616.041121 + Penalty 3055.958832 = -65560.082289
  nChanged 0
		SP:Iteration 11F (8851.910000 sec): 3 clusters
  Score: Raw -68616.041121 + Penalty 3055.958832 = -65560.082289
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (267931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8852.800000 sec): 2 clusters
  Score: Raw -39649162.005962 + Penalty 3099.624221 = -39646062.381741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8853.800000 sec): 3 clusters
  Score: Raw -39472306.039013 + Penalty 6199.248443 = -39466106.790571
  nChanged 129499
		SP:Iteration 1F (8854.790000 sec): 3 clusters
  Score: Raw -39548698.239311 + Penalty 6199.248443 = -39542498.990869
  nChanged 6681
		SP:Iteration 2Q (8855.810000 sec): 3 clusters
  Score: Raw -39549939.567525 + Penalty 6199.248443 = -39543740.319082
  nChanged 7527
		SP:Iteration 3Q (8856.820000 sec): 3 clusters
  Score: Raw -39551607.243561 + Penalty 6199.248443 = -39545407.995118
  nChanged 8637
		SP:Iteration 4Q (8857.830000 sec): 3 clusters
  Score: Raw -39554088.195211 + Penalty 6199.248443 = -39547888.946768
  nChanged 10843
		SP:Iteration 5Q (8858.840000 sec): 3 clusters
  Score: Raw -39558346.875625 + Penalty 6199.248443 = -39552147.627182
  nChanged 14196
		SP:Iteration 6F (8859.830000 sec): 3 clusters
  Score: Raw -39565900.871504 + Penalty 6199.248443 = -39559701.623061
  nChanged 18323
		SP:Iteration 7F (8860.810000 sec): 3 clusters
  Score: Raw -39578562.460045 + Penalty 6199.248443 = -39572363.211602
  nChanged 21800
		SP:Iteration 8F (8861.800000 sec): 3 clusters
  Score: Raw -39597031.323332 + Penalty 6199.248443 = -39590832.074889
  nChanged 21783
		SP:Iteration 9F (8862.770000 sec): 3 clusters
  Score: Raw -39617746.563510 + Penalty 6199.248443 = -39611547.315067
  nChanged 16863
		SP:Iteration 10F (8863.750000 sec): 3 clusters
  Score: Raw -39634340.148575 + Penalty 6199.248443 = -39628140.900133
  nChanged 9807
		SP:Iteration 11Q (8864.640000 sec): 3 clusters
  Score: Raw -39643828.637403 + Penalty 6199.248443 = -39637629.388961
  nChanged 4160
		SP:Iteration 12Q (8865.440000 sec): 3 clusters
  Score: Raw -39647678.350444 + Penalty 6199.248443 = -39641479.102001
  nChanged 1315
		SP:Iteration 13Q (8866.170000 sec): 3 clusters
  Score: Raw -39648862.894637 + Penalty 6199.248443 = -39642663.646194
  nChanged 328
		SP:Iteration 14Q (8866.870000 sec): 3 clusters
  Score: Raw -39649216.291746 + Penalty 6199.248443 = -39643017.043303
  nChanged 113
		SP:Iteration 15Q (8867.550000 sec): 3 clusters
  Score: Raw -39649346.355242 + Penalty 6199.248443 = -39643147.106800
  nChanged 48
		SP:Iteration 16Q (8868.230000 sec): 3 clusters
  Score: Raw -39649404.313511 + Penalty 6199.248443 = -39643205.065068
  nChanged 24
		SP:Iteration 17Q (8868.910000 sec): 3 clusters
  Score: Raw -39649446.941667 + Penalty 6199.248443 = -39643247.693224
  nChanged 13
		SP:Iteration 18Q (8869.580000 sec): 3 clusters
  Score: Raw -39649463.425200 + Penalty 6199.248443 = -39643264.176757
  nChanged 8
		SP:Iteration 19Q (8870.260000 sec): 3 clusters
  Score: Raw -39649472.168293 + Penalty 6199.248443 = -39643272.919850
  nChanged 5
		SP:Iteration 20F (8871.210000 sec): 3 clusters
  Score: Raw -39649479.291436 + Penalty 6199.248443 = -39643280.042993
  nChanged 2
		SP:Iteration 21Q (8871.890000 sec): 3 clusters
  Score: Raw -39649481.178766 + Penalty 6199.248443 = -39643281.930323
  nChanged 1
		SP:Iteration 22Q (8872.570000 sec): 3 clusters
  Score: Raw -39649482.591863 + Penalty 6199.248443 = -39643283.343420
  nChanged 3
		SP:Iteration 23Q (8873.250000 sec): 3 clusters
  Score: Raw -39649486.705319 + Penalty 6199.248443 = -39643287.456876
  nChanged 1
		SP:Iteration 24Q (8873.920000 sec): 3 clusters
  Score: Raw -39649487.878723 + Penalty 6199.248443 = -39643288.630280
  nChanged 0
		SP:Iteration 25F (8874.870000 sec): 3 clusters
  Score: Raw -39649487.878723 + Penalty 6199.248443 = -39643288.630280
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8875.080000 sec): 2 clusters
  Score: Raw -5141379.529753 + Penalty 2585.006092 = -5138794.523661
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8875.210000 sec): 3 clusters
  Score: Raw -5120865.584183 + Penalty 5170.012183 = -5115695.572000
  nChanged 15393
		SP:Iteration 1F (8875.330000 sec): 3 clusters
  Score: Raw -5129260.402873 + Penalty 5170.012183 = -5124090.390690
  nChanged 1469
		SP:Iteration 2Q (8875.450000 sec): 3 clusters
  Score: Raw -5129677.241994 + Penalty 5170.012183 = -5124507.229811
  nChanged 1304
		SP:Iteration 3Q (8875.580000 sec): 3 clusters
  Score: Raw -5130044.182178 + Penalty 5170.012183 = -5124874.169995
  nChanged 1160
		SP:Iteration 4Q (8875.700000 sec): 3 clusters
  Score: Raw -5130358.976288 + Penalty 5170.012183 = -5125188.964105
  nChanged 1066
		SP:Iteration 5Q (8875.820000 sec): 3 clusters
  Score: Raw -5130648.850410 + Penalty 5170.012183 = -5125478.838227
  nChanged 1030
		SP:Iteration 6Q (8875.950000 sec): 3 clusters
  Score: Raw -5130967.735801 + Penalty 5170.012183 = -5125797.723618
  nChanged 1112
		SP:Iteration 7Q (8876.070000 sec): 3 clusters
  Score: Raw -5131339.289494 + Penalty 5170.012183 = -5126169.277311
  nChanged 1146
		SP:Iteration 8Q (8876.200000 sec): 3 clusters
  Score: Raw -5131766.535948 + Penalty 5170.012183 = -5126596.523765
  nChanged 1343
		SP:Iteration 9Q (8876.320000 sec): 3 clusters
  Score: Raw -5132421.940924 + Penalty 5170.012183 = -5127251.928741
  nChanged 1652
		SP:Iteration 10Q (8876.450000 sec): 3 clusters
  Score: Raw -5133422.438850 + Penalty 5170.012183 = -5128252.426667
  nChanged 1877
		SP:Iteration 11F (8876.570000 sec): 3 clusters
  Score: Raw -5134703.782640 + Penalty 5170.012183 = -5129533.770457
  nChanged 1940
		SP:Iteration 12F (8876.690000 sec): 3 clusters
  Score: Raw -5136041.670573 + Penalty 5170.012183 = -5130871.658390
  nChanged 1630
		SP:Iteration 13Q (8876.820000 sec): 3 clusters
  Score: Raw -5136969.080946 + Penalty 5170.012183 = -5131799.068763
  nChanged 1172
		SP:Iteration 14Q (8876.940000 sec): 3 clusters
  Score: Raw -5137432.601054 + Penalty 5170.012183 = -5132262.588871
  nChanged 767
		SP:Iteration 15Q (8877.060000 sec): 3 clusters
  Score: Raw -5137668.773014 + Penalty 5170.012183 = -5132498.760831
  nChanged 538
		SP:Iteration 16Q (8877.170000 sec): 3 clusters
  Score: Raw -5137826.543423 + Penalty 5170.012183 = -5132656.531240
  nChanged 449
		SP:Iteration 17Q (8877.290000 sec): 3 clusters
  Score: Raw -5137953.193276 + Penalty 5170.012183 = -5132783.181093
  nChanged 436
		SP:Iteration 18Q (8877.410000 sec): 3 clusters
  Score: Raw -5138068.048232 + Penalty 5170.012183 = -5132898.036049
  nChanged 412
		SP:Iteration 19Q (8877.530000 sec): 3 clusters
  Score: Raw -5138180.404380 + Penalty 5170.012183 = -5133010.392197
  nChanged 406
		SP:Iteration 20F (8877.650000 sec): 3 clusters
  Score: Raw -5138287.435765 + Penalty 5170.012183 = -5133117.423582
  nChanged 420
		SP:Iteration 21Q (8877.770000 sec): 3 clusters
  Score: Raw -5138394.385593 + Penalty 5170.012183 = -5133224.373410
  nChanged 395
		SP:Iteration 22Q (8877.880000 sec): 3 clusters
  Score: Raw -5138500.297473 + Penalty 5170.012183 = -5133330.285290
  nChanged 402
		SP:Iteration 23Q (8878.000000 sec): 3 clusters
  Score: Raw -5138614.071799 + Penalty 5170.012183 = -5133444.059616
  nChanged 423
		SP:Iteration 24Q (8878.120000 sec): 3 clusters
  Score: Raw -5138735.277396 + Penalty 5170.012183 = -5133565.265213
  nChanged 415
		SP:Iteration 25Q (8878.230000 sec): 3 clusters
  Score: Raw -5138856.221309 + Penalty 5170.012183 = -5133686.209126
  nChanged 384
		SP:Iteration 26Q (8878.340000 sec): 3 clusters
  Score: Raw -5138964.249974 + Penalty 5170.012183 = -5133794.237791
  nChanged 386
		SP:Iteration 27Q (8878.460000 sec): 3 clusters
  Score: Raw -5139073.285510 + Penalty 5170.012183 = -5133903.273327
  nChanged 371
		SP:Iteration 28Q (8878.570000 sec): 3 clusters
  Score: Raw -5139182.472867 + Penalty 5170.012183 = -5134012.460684
  nChanged 403
		SP:Iteration 29Q (8878.680000 sec): 3 clusters
  Score: Raw -5139316.880700 + Penalty 5170.012183 = -5134146.868517
  nChanged 421
		SP:Iteration 30Q (8878.780000 sec): 3 clusters
  Score: Raw -5139454.113378 + Penalty 5170.012183 = -5134284.101195
  nChanged 386
		SP:Iteration 31Q (8878.890000 sec): 3 clusters
  Score: Raw -5139578.010307 + Penalty 5170.012183 = -5134407.998124
  nChanged 379
		SP:Iteration 32Q (8879.000000 sec): 3 clusters
  Score: Raw -5139700.018122 + Penalty 5170.012183 = -5134530.005939
  nChanged 386
		SP:Iteration 33Q (8879.100000 sec): 3 clusters
  Score: Raw -5139832.770816 + Penalty 5170.012183 = -5134662.758633
  nChanged 376
		SP:Iteration 34Q (8879.200000 sec): 3 clusters
  Score: Raw -5139969.150011 + Penalty 5170.012183 = -5134799.137828
  nChanged 363
		SP:Iteration 35Q (8879.310000 sec): 3 clusters
  Score: Raw -5140103.615958 + Penalty 5170.012183 = -5134933.603775
  nChanged 370
		SP:Iteration 36Q (8879.410000 sec): 3 clusters
  Score: Raw -5140246.629540 + Penalty 5170.012183 = -5135076.617357
  nChanged 330
		SP:Iteration 37Q (8879.520000 sec): 3 clusters
  Score: Raw -5140360.941890 + Penalty 5170.012183 = -5135190.929707
  nChanged 321
		SP:Iteration 38Q (8879.620000 sec): 3 clusters
  Score: Raw -5140469.842378 + Penalty 5170.012183 = -5135299.830195
  nChanged 286
		SP:Iteration 39Q (8879.720000 sec): 3 clusters
  Score: Raw -5140573.597009 + Penalty 5170.012183 = -5135403.584826
  nChanged 280
		SP:Iteration 40F (8879.830000 sec): 3 clusters
  Score: Raw -5140678.962557 + Penalty 5170.012183 = -5135508.950374
  nChanged 267
		SP:Iteration 41Q (8879.930000 sec): 3 clusters
  Score: Raw -5140783.516021 + Penalty 5170.012183 = -5135613.503838
  nChanged 259
		SP:Iteration 42Q (8880.030000 sec): 3 clusters
  Score: Raw -5140876.069589 + Penalty 5170.012183 = -5135706.057406
  nChanged 217
		SP:Iteration 43Q (8880.130000 sec): 3 clusters
  Score: Raw -5140955.468667 + Penalty 5170.012183 = -5135785.456484
  nChanged 185
		SP:Iteration 44Q (8880.240000 sec): 3 clusters
  Score: Raw -5141020.998691 + Penalty 5170.012183 = -5135850.986508
  nChanged 163
		SP:Iteration 45Q (8880.330000 sec): 3 clusters
  Score: Raw -5141074.705196 + Penalty 5170.012183 = -5135904.693013
  nChanged 136
		SP:Iteration 46Q (8880.430000 sec): 3 clusters
  Score: Raw -5141116.940593 + Penalty 5170.012183 = -5135946.928410
  nChanged 118
		SP:Iteration 47Q (8880.530000 sec): 3 clusters
  Score: Raw -5141151.059152 + Penalty 5170.012183 = -5135981.046969
  nChanged 108
		SP:Iteration 48Q (8880.620000 sec): 3 clusters
  Score: Raw -5141180.137882 + Penalty 5170.012183 = -5136010.125699
  nChanged 100
		SP:Iteration 49Q (8880.720000 sec): 3 clusters
  Score: Raw -5141207.674440 + Penalty 5170.012183 = -5136037.662257
  nChanged 93
		SP:Iteration 50Q (8880.810000 sec): 3 clusters
  Score: Raw -5141235.329635 + Penalty 5170.012183 = -5136065.317452
  nChanged 88
		SP:Iteration 51Q (8880.910000 sec): 3 clusters
  Score: Raw -5141260.754151 + Penalty 5170.012183 = -5136090.741968
  nChanged 81
		SP:Iteration 52Q (8881.000000 sec): 3 clusters
  Score: Raw -5141285.776105 + Penalty 5170.012183 = -5136115.763922
  nChanged 77
		SP:Iteration 53Q (8881.100000 sec): 3 clusters
  Score: Raw -5141308.014611 + Penalty 5170.012183 = -5136138.002428
  nChanged 68
		SP:Iteration 54Q (8881.190000 sec): 3 clusters
  Score: Raw -5141324.767893 + Penalty 5170.012183 = -5136154.755710
  nChanged 58
		SP:Iteration 55Q (8881.280000 sec): 3 clusters
  Score: Raw -5141340.902361 + Penalty 5170.012183 = -5136170.890178
  nChanged 53
		SP:Iteration 56Q (8881.370000 sec): 3 clusters
  Score: Raw -5141353.480719 + Penalty 5170.012183 = -5136183.468536
  nChanged 40
		SP:Iteration 57Q (8881.470000 sec): 3 clusters
  Score: Raw -5141364.351727 + Penalty 5170.012183 = -5136194.339544
  nChanged 45
		SP:Iteration 58Q (8881.560000 sec): 3 clusters
  Score: Raw -5141377.600700 + Penalty 5170.012183 = -5136207.588517
  nChanged 47
		SP:Iteration 59Q (8881.650000 sec): 3 clusters
  Score: Raw -5141390.556477 + Penalty 5170.012183 = -5136220.544294
  nChanged 57
		SP:Iteration 60F (8881.770000 sec): 3 clusters
  Score: Raw -5141407.039714 + Penalty 5170.012183 = -5136237.027531
  nChanged 44
		SP:Iteration 61Q (8881.860000 sec): 3 clusters
  Score: Raw -5141420.793940 + Penalty 5170.012183 = -5136250.781757
  nChanged 37
		SP:Iteration 62Q (8881.950000 sec): 3 clusters
  Score: Raw -5141430.557004 + Penalty 5170.012183 = -5136260.544821
  nChanged 36
		SP:Iteration 63Q (8882.050000 sec): 3 clusters
  Score: Raw -5141439.973956 + Penalty 5170.012183 = -5136269.961773
  nChanged 44
		SP:Iteration 64Q (8882.140000 sec): 3 clusters
  Score: Raw -5141450.461630 + Penalty 5170.012183 = -5136280.449447
  nChanged 35
		SP:Iteration 65Q (8882.230000 sec): 3 clusters
  Score: Raw -5141458.733871 + Penalty 5170.012183 = -5136288.721688
  nChanged 34
		SP:Iteration 66Q (8882.320000 sec): 3 clusters
  Score: Raw -5141466.681040 + Penalty 5170.012183 = -5136296.668857
  nChanged 31
		SP:Iteration 67Q (8882.420000 sec): 3 clusters
  Score: Raw -5141475.501919 + Penalty 5170.012183 = -5136305.489736
  nChanged 29
		SP:Iteration 68Q (8882.510000 sec): 3 clusters
  Score: Raw -5141483.039218 + Penalty 5170.012183 = -5136313.027035
  nChanged 15
		SP:Iteration 69Q (8882.610000 sec): 3 clusters
  Score: Raw -5141486.761944 + Penalty 5170.012183 = -5136316.749760
  nChanged 17
		SP:Iteration 70Q (8882.690000 sec): 3 clusters
  Score: Raw -5141491.115748 + Penalty 5170.012183 = -5136321.103565
  nChanged 15
		SP:Iteration 71Q (8882.790000 sec): 3 clusters
  Score: Raw -5141494.267400 + Penalty 5170.012183 = -5136324.255217
  nChanged 20
		SP:Iteration 72Q (8882.880000 sec): 3 clusters
  Score: Raw -5141498.449530 + Penalty 5170.012183 = -5136328.437347
  nChanged 21
		SP:Iteration 73Q (8882.970000 sec): 3 clusters
  Score: Raw -5141502.067434 + Penalty 5170.012183 = -5136332.055251
  nChanged 13
		SP:Iteration 74Q (8883.070000 sec): 3 clusters
  Score: Raw -5141504.981197 + Penalty 5170.012183 = -5136334.969014
  nChanged 11
		SP:Iteration 75Q (8883.150000 sec): 3 clusters
  Score: Raw -5141506.991378 + Penalty 5170.012183 = -5136336.979195
  nChanged 5
		SP:Iteration 76Q (8883.250000 sec): 3 clusters
  Score: Raw -5141507.649281 + Penalty 5170.012183 = -5136337.637098
  nChanged 5
		SP:Iteration 77Q (8883.340000 sec): 3 clusters
  Score: Raw -5141508.530549 + Penalty 5170.012183 = -5136338.518366
  nChanged 3
		SP:Iteration 78Q (8883.430000 sec): 3 clusters
  Score: Raw -5141509.133590 + Penalty 5170.012183 = -5136339.121407
  nChanged 3
		SP:Iteration 79Q (8883.530000 sec): 3 clusters
  Score: Raw -5141509.604751 + Penalty 5170.012183 = -5136339.592568
  nChanged 2
		SP:Iteration 80F (8883.640000 sec): 3 clusters
  Score: Raw -5141509.946288 + Penalty 5170.012183 = -5136339.934105
  nChanged 3
		SP:Iteration 81Q (8883.730000 sec): 3 clusters
  Score: Raw -5141510.393251 + Penalty 5170.012183 = -5136340.381068
  nChanged 1
		SP:Iteration 82Q (8883.820000 sec): 3 clusters
  Score: Raw -5141510.709690 + Penalty 5170.012183 = -5136340.697507
  nChanged 2
		SP:Iteration 83Q (8883.910000 sec): 3 clusters
  Score: Raw -5141511.006975 + Penalty 5170.012183 = -5136340.994792
  nChanged 2
		SP:Iteration 84Q (8884.010000 sec): 3 clusters
  Score: Raw -5141511.678218 + Penalty 5170.012183 = -5136341.666035
  nChanged 4
		SP:Iteration 85Q (8884.090000 sec): 3 clusters
  Score: Raw -5141512.173531 + Penalty 5170.012183 = -5136342.161348
  nChanged 4
		SP:Iteration 86Q (8884.190000 sec): 3 clusters
  Score: Raw -5141512.654371 + Penalty 5170.012183 = -5136342.642188
  nChanged 0
		SP:Iteration 87F (8884.300000 sec): 3 clusters
  Score: Raw -5141512.654371 + Penalty 5170.012183 = -5136342.642188
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.320000 sec): 2 clusters
  Score: Raw -141751.663836 + Penalty 1732.668482 = -140018.995354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.330000 sec): 3 clusters
  Score: Raw -141503.701203 + Penalty 3465.336964 = -138038.364239
  nChanged 311
		SP:Iteration 1F (8884.330000 sec): 3 clusters
  Score: Raw -141861.901028 + Penalty 3465.336964 = -138396.564064
  nChanged 68
		SP:Iteration 2F (8884.330000 sec): 3 clusters
  Score: Raw -141953.747693 + Penalty 3465.336964 = -138488.410729
  nChanged 41
		SP:Iteration 3Q (8884.340000 sec): 3 clusters
  Score: Raw -142016.761911 + Penalty 3465.336964 = -138551.424947
  nChanged 32
		SP:Iteration 4Q (8884.340000 sec): 3 clusters
  Score: Raw -142058.689031 + Penalty 3465.336964 = -138593.352067
  nChanged 25
		SP:Iteration 5Q (8884.350000 sec): 3 clusters
  Score: Raw -142117.567097 + Penalty 3465.336964 = -138652.230133
  nChanged 27
		SP:Iteration 6Q (8884.350000 sec): 3 clusters
  Score: Raw -142163.836216 + Penalty 3465.336964 = -138698.499252
  nChanged 22
		SP:Iteration 7Q (8884.350000 sec): 3 clusters
  Score: Raw -142199.536890 + Penalty 3465.336964 = -138734.199926
  nChanged 21
		SP:Iteration 8Q (8884.350000 sec): 3 clusters
  Score: Raw -142232.754162 + Penalty 3465.336964 = -138767.417198
  nChanged 23
		SP:Iteration 9Q (8884.360000 sec): 3 clusters
  Score: Raw -142275.524751 + Penalty 3465.336964 = -138810.187787
  nChanged 17
		SP:Iteration 10Q (8884.360000 sec): 3 clusters
  Score: Raw -142300.389613 + Penalty 3465.336964 = -138835.052649
  nChanged 7
		SP:Iteration 11Q (8884.370000 sec): 3 clusters
  Score: Raw -142307.494651 + Penalty 3465.336964 = -138842.157687
  nChanged 5
		SP:Iteration 12Q (8884.370000 sec): 3 clusters
  Score: Raw -142313.384500 + Penalty 3465.336964 = -138848.047536
  nChanged 5
		SP:Iteration 13Q (8884.370000 sec): 3 clusters
  Score: Raw -142321.164571 + Penalty 3465.336964 = -138855.827608
  nChanged 5
		SP:Iteration 14Q (8884.370000 sec): 3 clusters
  Score: Raw -142334.072457 + Penalty 3465.336964 = -138868.735493
  nChanged 7
		SP:Iteration 15Q (8884.380000 sec): 3 clusters
  Score: Raw -142354.092159 + Penalty 3465.336964 = -138888.755195
  nChanged 8
		SP:Iteration 16Q (8884.380000 sec): 3 clusters
  Score: Raw -142368.356303 + Penalty 3465.336964 = -138903.019339
  nChanged 4
		SP:Iteration 17Q (8884.390000 sec): 3 clusters
  Score: Raw -142374.496461 + Penalty 3465.336964 = -138909.159498
  nChanged 6
		SP:Iteration 18Q (8884.390000 sec): 3 clusters
  Score: Raw -142381.078459 + Penalty 3465.336964 = -138915.741495
  nChanged 2
		SP:Iteration 19Q (8884.390000 sec): 3 clusters
  Score: Raw -142382.549225 + Penalty 3465.336964 = -138917.212261
  nChanged 2
		SP:Iteration 20F (8884.400000 sec): 3 clusters
  Score: Raw -142384.791994 + Penalty 3465.336964 = -138919.455030
  nChanged 3
		SP:Iteration 21Q (8884.400000 sec): 3 clusters
  Score: Raw -142387.625431 + Penalty 3465.336964 = -138922.288468
  nChanged 1
		SP:Iteration 22Q (8884.400000 sec): 3 clusters
  Score: Raw -142388.895460 + Penalty 3465.336964 = -138923.558496
  nChanged 1
		SP:Iteration 23Q (8884.410000 sec): 3 clusters
  Score: Raw -142389.493575 + Penalty 3465.336964 = -138924.156611
  nChanged 1
		SP:Iteration 24Q (8884.410000 sec): 3 clusters
  Score: Raw -142390.999096 + Penalty 3465.336964 = -138925.662132
  nChanged 3
		SP:Iteration 25Q (8884.410000 sec): 3 clusters
  Score: Raw -142393.123170 + Penalty 3465.336964 = -138927.786206
  nChanged 1
		SP:Iteration 26Q (8884.420000 sec): 3 clusters
  Score: Raw -142394.597599 + Penalty 3465.336964 = -138929.260635
  nChanged 3
		SP:Iteration 27Q (8884.420000 sec): 3 clusters
  Score: Raw -142403.187684 + Penalty 3465.336964 = -138937.850721
  nChanged 3
		SP:Iteration 28Q (8884.420000 sec): 3 clusters
  Score: Raw -142404.745413 + Penalty 3465.336964 = -138939.408449
  nChanged 1
		SP:Iteration 29Q (8884.430000 sec): 3 clusters
  Score: Raw -142405.554360 + Penalty 3465.336964 = -138940.217396
  nChanged 1
		SP:Iteration 30Q (8884.430000 sec): 3 clusters
  Score: Raw -142406.695245 + Penalty 3465.336964 = -138941.358281
  nChanged 1
		SP:Iteration 31Q (8884.430000 sec): 3 clusters
  Score: Raw -142408.727032 + Penalty 3465.336964 = -138943.390068
  nChanged 2
		SP:Iteration 32Q (8884.440000 sec): 3 clusters
  Score: Raw -142411.688265 + Penalty 3465.336964 = -138946.351301
  nChanged 3
		SP:Iteration 33Q (8884.440000 sec): 3 clusters
  Score: Raw -142416.064264 + Penalty 3465.336964 = -138950.727300
  nChanged 4
		SP:Iteration 34Q (8884.440000 sec): 3 clusters
  Score: Raw -142421.052951 + Penalty 3465.336964 = -138955.715987
  nChanged 3
		SP:Iteration 35Q (8884.450000 sec): 3 clusters
  Score: Raw -142423.884320 + Penalty 3465.336964 = -138958.547356
  nChanged 2
		SP:Iteration 36Q (8884.450000 sec): 3 clusters
  Score: Raw -142424.890984 + Penalty 3465.336964 = -138959.554020
  nChanged 1
		SP:Iteration 37Q (8884.450000 sec): 3 clusters
  Score: Raw -142426.072700 + Penalty 3465.336964 = -138960.735736
  nChanged 1
		SP:Iteration 38Q (8884.450000 sec): 3 clusters
  Score: Raw -142426.646306 + Penalty 3465.336964 = -138961.309342
  nChanged 2
		SP:Iteration 39Q (8884.460000 sec): 3 clusters
  Score: Raw -142427.946387 + Penalty 3465.336964 = -138962.609423
  nChanged 1
		SP:Iteration 40F (8884.460000 sec): 3 clusters
  Score: Raw -142428.126218 + Penalty 3465.336964 = -138962.789254
  nChanged 1
		SP:Iteration 41Q (8884.470000 sec): 3 clusters
  Score: Raw -142429.450216 + Penalty 3465.336964 = -138964.113252
  nChanged 0
		SP:Iteration 42F (8884.470000 sec): 3 clusters
  Score: Raw -142429.450216 + Penalty 3465.336964 = -138964.113252
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.470000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.470000 sec): 3 clusters
  Score: Raw -31540.208994 + Penalty 2705.839273 = -28834.369721
  nChanged 27
		SP:Iteration 1F (8884.470000 sec): 3 clusters
  Score: Raw -31665.470840 + Penalty 2705.839273 = -28959.631567
  nChanged 9
		SP:Iteration 2Q (8884.470000 sec): 3 clusters
  Score: Raw -31721.577326 + Penalty 2705.839273 = -29015.738053
  nChanged 4
		SP:Iteration 3Q (8884.480000 sec): 3 clusters
  Score: Raw -31765.121038 + Penalty 2705.839273 = -29059.281765
  nChanged 5
		SP:Iteration 4Q (8884.480000 sec): 3 clusters
  Score: Raw -31799.268846 + Penalty 2705.839273 = -29093.429572
  nChanged 6
		SP:Iteration 5Q (8884.480000 sec): 3 clusters
  Score: Raw -31841.571213 + Penalty 2705.839273 = -29135.731939
  nChanged 3
		SP:Iteration 6Q (8884.480000 sec): 3 clusters
  Score: Raw -31856.589255 + Penalty 2705.839273 = -29150.749982
  nChanged 0
		SP:Iteration 7F (8884.480000 sec): 3 clusters
  Score: Raw -31856.589255 + Penalty 2705.839273 = -29150.749982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.480000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.490000 sec): 3 clusters
  Score: Raw -77806.112013 + Penalty 3172.049753 = -74634.062260
  nChanged 137
		SP:Iteration 1F (8884.490000 sec): 3 clusters
  Score: Raw -78207.810089 + Penalty 3172.049753 = -75035.760337
  nChanged 49
		SP:Iteration 2F (8884.490000 sec): 3 clusters
  Score: Raw -78362.988096 + Penalty 3172.049753 = -75190.938344
  nChanged 30
		SP:Iteration 3F (8884.490000 sec): 3 clusters
  Score: Raw -78461.224149 + Penalty 3172.049753 = -75289.174397
  nChanged 23
		SP:Iteration 4Q (8884.490000 sec): 3 clusters
  Score: Raw -78542.825409 + Penalty 3172.049753 = -75370.775656
  nChanged 16
		SP:Iteration 5Q (8884.490000 sec): 3 clusters
  Score: Raw -78643.817780 + Penalty 3172.049753 = -75471.768028
  nChanged 16
		SP:Iteration 6Q (8884.500000 sec): 3 clusters
  Score: Raw -78704.199928 + Penalty 3172.049753 = -75532.150176
  nChanged 12
		SP:Iteration 7Q (8884.500000 sec): 3 clusters
  Score: Raw -78740.752481 + Penalty 3172.049753 = -75568.702728
  nChanged 7
		SP:Iteration 8Q (8884.500000 sec): 3 clusters
  Score: Raw -78779.711142 + Penalty 3172.049753 = -75607.661389
  nChanged 4
		SP:Iteration 9Q (8884.500000 sec): 3 clusters
  Score: Raw -78792.231129 + Penalty 3172.049753 = -75620.181376
  nChanged 0
		SP:Iteration 10F (8884.500000 sec): 3 clusters
  Score: Raw -78792.231129 + Penalty 3172.049753 = -75620.181376
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.510000 sec): 2 clusters
  Score: Raw -24575.550785 + Penalty 1363.297720 = -23212.253065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.510000 sec): 3 clusters
  Score: Raw -24796.829903 + Penalty 2726.595440 = -22070.234464
  nChanged 29
		SP:Iteration 1F (8884.510000 sec): 3 clusters
  Score: Raw -25052.257997 + Penalty 2726.595440 = -22325.662557
  nChanged 12
		SP:Iteration 2Q (8884.510000 sec): 3 clusters
  Score: Raw -25254.389549 + Penalty 2726.595440 = -22527.794110
  nChanged 6
		SP:Iteration 3Q (8884.510000 sec): 3 clusters
  Score: Raw -25281.744649 + Penalty 2726.595440 = -22555.149209
  nChanged 6
		SP:Iteration 4Q (8884.510000 sec): 3 clusters
  Score: Raw -25327.146646 + Penalty 2726.595440 = -22600.551206
  nChanged 3
		SP:Iteration 5Q (8884.510000 sec): 3 clusters
  Score: Raw -25351.889583 + Penalty 2726.595440 = -22625.294144
  nChanged 5
		SP:Iteration 6Q (8884.510000 sec): 3 clusters
  Score: Raw -25401.595651 + Penalty 2726.595440 = -22675.000211
  nChanged 0
		SP:Iteration 7F (8884.510000 sec): 3 clusters
  Score: Raw -25401.595651 + Penalty 2726.595440 = -22675.000211
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.510000 sec): 2 clusters
  Score: Raw -33339.247056 + Penalty 1391.149005 = -31948.098051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.520000 sec): 3 clusters
  Score: Raw -33576.708366 + Penalty 2782.298010 = -30794.410355
  nChanged 44
		SP:Iteration 1F (8884.520000 sec): 3 clusters
  Score: Raw -33852.980955 + Penalty 2782.298010 = -31070.682945
  nChanged 11
		SP:Iteration 2Q (8884.520000 sec): 3 clusters
  Score: Raw -33899.365862 + Penalty 2782.298010 = -31117.067851
  nChanged 4
		SP:Iteration 3Q (8884.520000 sec): 3 clusters
  Score: Raw -33922.773349 + Penalty 2782.298010 = -31140.475338
  nChanged 3
		SP:Iteration 4Q (8884.520000 sec): 3 clusters
  Score: Raw -33947.356209 + Penalty 2782.298010 = -31165.058198
  nChanged 6
		SP:Iteration 5Q (8884.520000 sec): 3 clusters
  Score: Raw -33976.037060 + Penalty 2782.298010 = -31193.739049
  nChanged 2
		SP:Iteration 6Q (8884.520000 sec): 3 clusters
  Score: Raw -33984.859424 + Penalty 2782.298010 = -31202.561414
  nChanged 2
		SP:Iteration 7Q (8884.520000 sec): 3 clusters
  Score: Raw -34000.674857 + Penalty 2782.298010 = -31218.376847
  nChanged 2
		SP:Iteration 8Q (8884.520000 sec): 3 clusters
  Score: Raw -34021.593083 + Penalty 2782.298010 = -31239.295073
  nChanged 3
		SP:Iteration 9Q (8884.530000 sec): 3 clusters
  Score: Raw -34046.766030 + Penalty 2782.298010 = -31264.468019
  nChanged 2
		SP:Iteration 10Q (8884.530000 sec): 3 clusters
  Score: Raw -34070.893723 + Penalty 2782.298010 = -31288.595712
  nChanged 1
		SP:Iteration 11Q (8884.530000 sec): 3 clusters
  Score: Raw -34076.248803 + Penalty 2782.298010 = -31293.950792
  nChanged 1
		SP:Iteration 12Q (8884.530000 sec): 3 clusters
  Score: Raw -34083.310578 + Penalty 2782.298010 = -31301.012567
  nChanged 0
		SP:Iteration 13F (8884.530000 sec): 3 clusters
  Score: Raw -34083.310578 + Penalty 2782.298010 = -31301.012567
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (220 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.530000 sec): 2 clusters
  Score: Raw -29705.057368 + Penalty 1337.619631 = -28367.437737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.530000 sec): 3 clusters
  Score: Raw -29914.924859 + Penalty 2675.239263 = -27239.685596
  nChanged 23
		SP:Iteration 1F (8884.530000 sec): 3 clusters
  Score: Raw -30008.323905 + Penalty 2675.239263 = -27333.084642
  nChanged 7
		SP:Iteration 2Q (8884.530000 sec): 3 clusters
  Score: Raw -30040.975868 + Penalty 2675.239263 = -27365.736605
  nChanged 1
		SP:Iteration 3Q (8884.530000 sec): 3 clusters
  Score: Raw -30051.040250 + Penalty 2675.239263 = -27375.800987
  nChanged 2
		SP:Iteration 4Q (8884.530000 sec): 3 clusters
  Score: Raw -30067.859326 + Penalty 2675.239263 = -27392.620063
  nChanged 0
		SP:Iteration 5F (8884.530000 sec): 3 clusters
  Score: Raw -30067.859326 + Penalty 2675.239263 = -27392.620063
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.540000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.540000 sec): 3 clusters
  Score: Raw -55091.375993 + Penalty 2975.472535 = -52115.903458
  nChanged 60
		SP:Iteration 1F (8884.540000 sec): 3 clusters
  Score: Raw -55236.171269 + Penalty 2975.472535 = -52260.698734
  nChanged 24
		SP:Iteration 2F (8884.540000 sec): 3 clusters
  Score: Raw -55310.987915 + Penalty 2975.472535 = -52335.515381
  nChanged 14
		SP:Iteration 3Q (8884.540000 sec): 3 clusters
  Score: Raw -55355.184429 + Penalty 2975.472535 = -52379.711894
  nChanged 7
		SP:Iteration 4Q (8884.550000 sec): 3 clusters
  Score: Raw -55374.608150 + Penalty 2975.472535 = -52399.135615
  nChanged 3
		SP:Iteration 5Q (8884.550000 sec): 3 clusters
  Score: Raw -55384.317005 + Penalty 2975.472535 = -52408.844470
  nChanged 1
		SP:Iteration 6Q (8884.550000 sec): 3 clusters
  Score: Raw -55386.613597 + Penalty 2975.472535 = -52411.141062
  nChanged 0
		SP:Iteration 7F (8884.550000 sec): 3 clusters
  Score: Raw -55386.613597 + Penalty 2975.472535 = -52411.141062
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.550000 sec): 2 clusters
  Score: Raw -17577.559976 + Penalty 1308.972435 = -16268.587541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.550000 sec): 3 clusters
  Score: Raw -18116.419310 + Penalty 2617.944871 = -15498.474439
  nChanged 25
		SP:Iteration 1F (8884.550000 sec): 3 clusters
  Score: Raw -18229.842877 + Penalty 2617.944871 = -15611.898006
  nChanged 11
		SP:Iteration 2F (8884.550000 sec): 3 clusters
  Score: Raw -18306.634345 + Penalty 2617.944871 = -15688.689474
  nChanged 4
		SP:Iteration 3Q (8884.550000 sec): 3 clusters
  Score: Raw -18332.667239 + Penalty 2617.944871 = -15714.722368
  nChanged 3
		SP:Iteration 4Q (8884.550000 sec): 3 clusters
  Score: Raw -18343.337190 + Penalty 2617.944871 = -15725.392319
  nChanged 4
		SP:Iteration 5Q (8884.550000 sec): 3 clusters
  Score: Raw -18354.784423 + Penalty 2617.944871 = -15736.839552
  nChanged 3
		SP:Iteration 6Q (8884.560000 sec): 3 clusters
  Score: Raw -18370.396225 + Penalty 2617.944871 = -15752.451354
  nChanged 5
		SP:Iteration 7Q (8884.560000 sec): 3 clusters
  Score: Raw -18395.376031 + Penalty 2617.944871 = -15777.431160
  nChanged 1
		SP:Iteration 8Q (8884.560000 sec): 3 clusters
  Score: Raw -18401.097506 + Penalty 2617.944871 = -15783.152635
  nChanged 1
		SP:Iteration 9Q (8884.560000 sec): 3 clusters
  Score: Raw -18406.665959 + Penalty 2617.944871 = -15788.721088
  nChanged 1
		SP:Iteration 10Q (8884.560000 sec): 3 clusters
  Score: Raw -18414.075544 + Penalty 2617.944871 = -15796.130673
  nChanged 2
		SP:Iteration 11Q (8884.560000 sec): 3 clusters
  Score: Raw -18455.956512 + Penalty 2617.944871 = -15838.011641
  nChanged 0
		SP:Iteration 12F (8884.560000 sec): 3 clusters
  Score: Raw -18458.530363 + Penalty 2617.944871 = -15840.585492
  nChanged 1
		SP:Iteration 13Q (8884.560000 sec): 3 clusters
  Score: Raw -18464.594863 + Penalty 2617.944871 = -15846.649992
  nChanged 0
		SP:Iteration 14F (8884.560000 sec): 3 clusters
  Score: Raw -18464.594863 + Penalty 2617.944871 = -15846.649992
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.560000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.570000 sec): 3 clusters
  Score: Raw -29585.568490 + Penalty 2686.385799 = -26899.182690
  nChanged 20
		SP:Iteration 1F (8884.570000 sec): 3 clusters
  Score: Raw -29684.607558 + Penalty 2686.385799 = -26998.221759
  nChanged 5
		SP:Iteration 2Q (8884.570000 sec): 3 clusters
  Score: Raw -29703.741175 + Penalty 2686.385799 = -27017.355375
  nChanged 1
		SP:Iteration 3Q (8884.570000 sec): 3 clusters
  Score: Raw -29705.315768 + Penalty 2686.385799 = -27018.929969
  nChanged 0
		SP:Iteration 4F (8884.570000 sec): 3 clusters
  Score: Raw -29705.315768 + Penalty 2686.385799 = -27018.929969
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.570000 sec): 2 clusters
  Score: Raw -46074.767155 + Penalty 1447.033063 = -44627.734092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.570000 sec): 3 clusters
  Score: Raw -46272.695384 + Penalty 2894.066126 = -43378.629259
  nChanged 63
		SP:Iteration 1F (8884.570000 sec): 3 clusters
  Score: Raw -46472.451785 + Penalty 2894.066126 = -43578.385660
  nChanged 18
		SP:Iteration 2F (8884.570000 sec): 3 clusters
  Score: Raw -46517.852207 + Penalty 2894.066126 = -43623.786081
  nChanged 8
		SP:Iteration 3Q (8884.570000 sec): 3 clusters
  Score: Raw -46546.351644 + Penalty 2894.066126 = -43652.285518
  nChanged 4
		SP:Iteration 4Q (8884.580000 sec): 3 clusters
  Score: Raw -46578.044619 + Penalty 2894.066126 = -43683.978493
  nChanged 2
		SP:Iteration 5Q (8884.580000 sec): 3 clusters
  Score: Raw -46585.992032 + Penalty 2894.066126 = -43691.925907
  nChanged 0
		SP:Iteration 6F (8884.580000 sec): 3 clusters
  Score: Raw -46585.992032 + Penalty 2894.066126 = -43691.925907
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.580000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.580000 sec): 3 clusters
  Score: Raw -55254.616734 + Penalty 3005.325105 = -52249.291629
  nChanged 75
		SP:Iteration 1F (8884.590000 sec): 3 clusters
  Score: Raw -55434.704833 + Penalty 3005.325105 = -52429.379728
  nChanged 26
		SP:Iteration 2F (8884.590000 sec): 3 clusters
  Score: Raw -55514.275846 + Penalty 3005.325105 = -52508.950741
  nChanged 17
		SP:Iteration 3Q (8884.590000 sec): 3 clusters
  Score: Raw -55609.800749 + Penalty 3005.325105 = -52604.475644
  nChanged 13
		SP:Iteration 4Q (8884.590000 sec): 3 clusters
  Score: Raw -55694.062391 + Penalty 3005.325105 = -52688.737286
  nChanged 17
		SP:Iteration 5Q (8884.590000 sec): 3 clusters
  Score: Raw -55763.096586 + Penalty 3005.325105 = -52757.771481
  nChanged 14
		SP:Iteration 6Q (8884.590000 sec): 3 clusters
  Score: Raw -55817.084732 + Penalty 3005.325105 = -52811.759627
  nChanged 12
		SP:Iteration 7Q (8884.590000 sec): 3 clusters
  Score: Raw -55875.300665 + Penalty 3005.325105 = -52869.975560
  nChanged 10
		SP:Iteration 8Q (8884.590000 sec): 3 clusters
  Score: Raw -55909.943875 + Penalty 3005.325105 = -52904.618770
  nChanged 4
		SP:Iteration 9Q (8884.600000 sec): 3 clusters
  Score: Raw -55927.960670 + Penalty 3005.325105 = -52922.635565
  nChanged 5
		SP:Iteration 10Q (8884.600000 sec): 3 clusters
  Score: Raw -55946.483255 + Penalty 3005.325105 = -52941.158150
  nChanged 5
		SP:Iteration 11Q (8884.600000 sec): 3 clusters
  Score: Raw -55962.929080 + Penalty 3005.325105 = -52957.603975
  nChanged 3
		SP:Iteration 12Q (8884.600000 sec): 3 clusters
  Score: Raw -55970.818807 + Penalty 3005.325105 = -52965.493702
  nChanged 0
		SP:Iteration 13F (8884.600000 sec): 3 clusters
  Score: Raw -55970.818807 + Penalty 3005.325105 = -52965.493702
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 39 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.600000 sec): 2 clusters
  Score: Raw -22896.629861 + Penalty 1287.853299 = -21608.776562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.610000 sec): 3 clusters
  Score: Raw -23174.922207 + Penalty 2575.706598 = -20599.215609
  nChanged 16
		SP:Iteration 1F (8884.610000 sec): 3 clusters
  Score: Raw -23241.219279 + Penalty 2575.706598 = -20665.512681
  nChanged 3
		SP:Iteration 2Q (8884.610000 sec): 3 clusters
  Score: Raw -23252.115778 + Penalty 2575.706598 = -20676.409180
  nChanged 1
		SP:Iteration 3Q (8884.610000 sec): 3 clusters
  Score: Raw -23256.066069 + Penalty 2575.706598 = -20680.359471
  nChanged 0
		SP:Iteration 4F (8884.610000 sec): 3 clusters
  Score: Raw -23256.066069 + Penalty 2575.706598 = -20680.359471
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.610000 sec): 2 clusters
  Score: Raw -68690.960353 + Penalty 1547.104507 = -67143.855846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.610000 sec): 3 clusters
  Score: Raw -68720.639017 + Penalty 3094.209014 = -65626.430003
  nChanged 90
		SP:Iteration 1F (8884.610000 sec): 3 clusters
  Score: Raw -68880.815630 + Penalty 3094.209014 = -65786.606616
  nChanged 28
		SP:Iteration 2F (8884.610000 sec): 3 clusters
  Score: Raw -68943.511037 + Penalty 3094.209014 = -65849.302023
  nChanged 14
		SP:Iteration 3Q (8884.620000 sec): 3 clusters
  Score: Raw -68976.459607 + Penalty 3094.209014 = -65882.250593
  nChanged 19
		SP:Iteration 4Q (8884.620000 sec): 3 clusters
  Score: Raw -69025.518970 + Penalty 3094.209014 = -65931.309956
  nChanged 10
		SP:Iteration 5Q (8884.620000 sec): 3 clusters
  Score: Raw -69049.527111 + Penalty 3094.209014 = -65955.318097
  nChanged 8
		SP:Iteration 6Q (8884.620000 sec): 3 clusters
  Score: Raw -69067.883847 + Penalty 3094.209014 = -65973.674833
  nChanged 6
		SP:Iteration 7Q (8884.630000 sec): 3 clusters
  Score: Raw -69079.671214 + Penalty 3094.209014 = -65985.462200
  nChanged 4
		SP:Iteration 8Q (8884.630000 sec): 3 clusters
  Score: Raw -69086.567879 + Penalty 3094.209014 = -65992.358865
  nChanged 2
		SP:Iteration 9Q (8884.630000 sec): 3 clusters
  Score: Raw -69091.301592 + Penalty 3094.209014 = -65997.092578
  nChanged 4
		SP:Iteration 10Q (8884.630000 sec): 3 clusters
  Score: Raw -69097.756293 + Penalty 3094.209014 = -66003.547279
  nChanged 3
		SP:Iteration 11Q (8884.630000 sec): 3 clusters
  Score: Raw -69103.740277 + Penalty 3094.209014 = -66009.531263
  nChanged 3
		SP:Iteration 12Q (8884.630000 sec): 3 clusters
  Score: Raw -69113.080245 + Penalty 3094.209014 = -66018.871231
  nChanged 0
		SP:Iteration 13F (8884.630000 sec): 3 clusters
  Score: Raw -69113.080245 + Penalty 3094.209014 = -66018.871231
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.630000 sec): 2 clusters
  Score: Raw -17507.566419 + Penalty 1347.563057 = -16160.003362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.630000 sec): 3 clusters
  Score: Raw -18008.907466 + Penalty 2695.126114 = -15313.781353
  nChanged 57
		SP:Iteration 1F (8884.630000 sec): 3 clusters
  Score: Raw -18473.797594 + Penalty 2695.126114 = -15778.671480
  nChanged 14
		SP:Iteration 2F (8884.630000 sec): 3 clusters
  Score: Raw -18691.398484 + Penalty 2695.126114 = -15996.272371
  nChanged 5
		SP:Iteration 3Q (8884.640000 sec): 3 clusters
  Score: Raw -18738.433629 + Penalty 2695.126114 = -16043.307516
  nChanged 3
		SP:Iteration 4Q (8884.640000 sec): 3 clusters
  Score: Raw -18759.225230 + Penalty 2695.126114 = -16064.099116
  nChanged 2
		SP:Iteration 5Q (8884.640000 sec): 3 clusters
  Score: Raw -18808.069482 + Penalty 2695.126114 = -16112.943369
  nChanged 1
		SP:Iteration 6Q (8884.640000 sec): 3 clusters
  Score: Raw -18813.896704 + Penalty 2695.126114 = -16118.770591
  nChanged 0
		SP:Iteration 7F (8884.640000 sec): 3 clusters
  Score: Raw -18813.896704 + Penalty 2695.126114 = -16118.770591
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 42 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.640000 sec): 2 clusters
  Score: Raw -25518.930557 + Penalty 1352.919637 = -24166.010921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.640000 sec): 3 clusters
  Score: Raw -25716.804080 + Penalty 2705.839273 = -23010.964807
  nChanged 28
		SP:Iteration 1F (8884.640000 sec): 3 clusters
  Score: Raw -25817.792405 + Penalty 2705.839273 = -23111.953132
  nChanged 9
		SP:Iteration 2Q (8884.650000 sec): 3 clusters
  Score: Raw -25852.872079 + Penalty 2705.839273 = -23147.032805
  nChanged 4
		SP:Iteration 3Q (8884.650000 sec): 3 clusters
  Score: Raw -25868.637146 + Penalty 2705.839273 = -23162.797872
  nChanged 2
		SP:Iteration 4Q (8884.650000 sec): 3 clusters
  Score: Raw -25877.635149 + Penalty 2705.839273 = -23171.795876
  nChanged 1
		SP:Iteration 5Q (8884.650000 sec): 3 clusters
  Score: Raw -25879.995558 + Penalty 2705.839273 = -23174.156285
  nChanged 2
		SP:Iteration 6Q (8884.650000 sec): 3 clusters
  Score: Raw -25884.621517 + Penalty 2705.839273 = -23178.782243
  nChanged 0
		SP:Iteration 7F (8884.650000 sec): 3 clusters
  Score: Raw -25884.621517 + Penalty 2705.839273 = -23178.782243
  nChanged 0
------ Evaluating fit on full set of 2436854 points ------
  Score: Raw -352963265.928084 + Penalty 149532.828906 = -352813733.099179
Time taken for this iteration:5363.960000 seconds.
 21->42 Clusters: Score -352813733.099179, best is -352692473.313345
THE BEST YET!

Main iterations: 0 (time per iteration =inf ms)
Total iterations: 19262 (time per iteration =470.042381 ms)

Def. Iteration metric 2:
Iteration_metric2 += (scalar)(nDims*nDims)*(scalar)(nPoints)
Iterations metric 2: 1108911224700.000000 (time per metric unit =8.164726ns)

Def. Iteration metric 3:
Iteration_metric3 += (scalar)(nDims*nDims)*(scalar)(nDims*nPoints)
Iterations metric 3: 33267336741000.000000 (time per metric unit=272.157535ps)

That took 9053.956351 seconds.
warning: commands will be executed using /bin/sh
job 5521 at Sun Apr  5 21:03:00 2015
FileBase	/isis1/Yuta/YutaData/YutaMouse32-150319/YutaMouse32-150319
ElecNo	3
UseFeatures	11111111111111111111111111111100000
DropLastNFeatures	0
UseDistributional	0
MaskStarts	500
MinClusters	20
MaxClusters	21
MaxPossibleClusters	200
nStarts	1
StartCluFile	
SplitEvery	40
SplitFirst	20
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
FullStepEvery	20
MaxIter	10000
RandomSeed	1
Debug	0
SplitInfo	1
Verbose	1
DistDump	0
DistThresh	6.907755
ChangedThresh	0.050000
Log	1
SaveTempCluEveryIter	0
Screen	1
PriorPoint	1
SaveSorted	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
RamLimitGB	-1.000000
AlwaysSplitBimodal	1
PointsForClusterMask	10.000000
MinMaskOverlap	0.000000
help	0
WARNING: You have chosen not to set a RAM limit, this may cause problems.
This run is expected to use between 9.08 and 13.62 GB of RAM.
Memory request: 4.54 GB would take us to total of 4.54 GB.
----------------------------------------------------------
Loaded 2436854 data points of dimension 30.
MEMO: A lower score indicates a better clustering 
 
Starting from 20 clusters...
Memory request: 1.51 GB would take us to total of 6.05 GB.
------ Running on subset of 812284 points ------
	SP: Assigned 20 initial classes randomly.
Deleting Class 11 (3160 points): Lose 1018.863460 but Gain 3374.686117
Iteration 0F (55.100000 sec): 19 clusters
  Score: Raw -109271146.625646 + Penalty 60744.350111 = -109210402.275534
  nChanged 768857
Deleting Class 2 (2397 points): Lose 2383.742902 but Gain 3374.686117
Iteration 1F (74.810000 sec): 18 clusters
  Score: Raw -115741614.441580 + Penalty 57369.663994 = -115684244.777586
  nChanged 264186
Deleting Class 3 (1875 points): Lose 2636.347275 but Gain 3374.686117
Iteration 2F (93.430000 sec): 17 clusters
  Score: Raw -116291989.224267 + Penalty 53994.977877 = -116237994.246390
  nChanged 157607
Deleting Class 6 (1877 points): Lose 2025.282323 but Gain 3374.686117
Iteration 3F (111.080000 sec): 16 clusters
  Score: Raw -116540239.590471 + Penalty 50620.291759 = -116489619.298711
  nChanged 99389
Iteration 4F (127.710000 sec): 16 clusters
  Score: Raw -116735699.566980 + Penalty 50620.291759 = -116685079.275221
  nChanged 77577
Iteration 5F (144.310000 sec): 16 clusters
  Score: Raw -117042771.226616 + Penalty 50620.291759 = -116992150.934856
  nChanged 63532
Iteration 6F (160.830000 sec): 16 clusters
  Score: Raw -117150722.424220 + Penalty 50620.291759 = -117100102.132460
  nChanged 51002
Iteration 7F (177.770000 sec): 16 clusters
  Score: Raw -117226441.635106 + Penalty 50620.291759 = -117175821.343347
  nChanged 43721
Iteration 8F (195.430000 sec): 16 clusters
  Score: Raw -117283179.834626 + Penalty 50620.291759 = -117232559.542866
  nChanged 38110
Iteration 9Q (202.220000 sec): 16 clusters
  Score: Raw -117321844.406074 + Penalty 50620.291759 = -117271224.114315
  nChanged 32122
Iteration 10Q (209.200000 sec): 16 clusters
  Score: Raw -117343703.108770 + Penalty 50620.291759 = -117293082.817011
  nChanged 27469
Iteration 11Q (215.480000 sec): 16 clusters
  Score: Raw -117359686.530270 + Penalty 50620.291759 = -117309066.238511
  nChanged 23637
Iteration 12Q (221.400000 sec): 16 clusters
  Score: Raw -117371966.351875 + Penalty 50620.291759 = -117321346.060116
  nChanged 19881
Iteration 13Q (227.240000 sec): 16 clusters
  Score: Raw -117380760.163007 + Penalty 50620.291759 = -117330139.871247
  nChanged 16325
Iteration 14Q (232.970000 sec): 16 clusters
  Score: Raw -117386205.531779 + Penalty 50620.291759 = -117335585.240020
  nChanged 13005
Iteration 15Q (238.630000 sec): 16 clusters
  Score: Raw -117389477.497215 + Penalty 50620.291759 = -117338857.205456
  nChanged 10649
Iteration 16Q (244.230000 sec): 16 clusters
  Score: Raw -117391553.154612 + Penalty 50620.291759 = -117340932.862852
  nChanged 8842
Iteration 17Q (249.820000 sec): 16 clusters
  Score: Raw -117392954.465397 + Penalty 50620.291759 = -117342334.173637
  nChanged 7442
Iteration 18Q (255.380000 sec): 16 clusters
  Score: Raw -117393979.526973 + Penalty 50620.291759 = -117343359.235213
  nChanged 6430
Iteration 19Q (260.940000 sec): 16 clusters
  Score: Raw -117394767.004331 + Penalty 50620.291759 = -117344146.712572
  nChanged 5615
Writing temp clu file 
Because OldScore, -117343359.235213, is greater than current (better) Score,-117344146.712572 
 Compute initial score before splitting:   Score: Raw -117394767.004331 + Penalty 50620.291759 = -117344146.712572
Memory request: 0.01 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (2341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (261.080000 sec): 2 clusters
  Score: Raw -339015.487845 + Penalty 1924.066700 = -337091.421145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (261.090000 sec): 3 clusters
  Score: Raw -338153.813646 + Penalty 3848.133400 = -334305.680246
  nChanged 777
		SP:Iteration 1F (261.090000 sec): 3 clusters
  Score: Raw -338918.802037 + Penalty 3848.133400 = -335070.668638
  nChanged 230
		SP:Iteration 2F (261.110000 sec): 3 clusters
  Score: Raw -339343.151311 + Penalty 3848.133400 = -335495.017911
  nChanged 192
		SP:Iteration 3F (261.110000 sec): 3 clusters
  Score: Raw -339709.805703 + Penalty 3848.133400 = -335861.672303
  nChanged 167
		SP:Iteration 4F (261.120000 sec): 3 clusters
  Score: Raw -340107.716501 + Penalty 3848.133400 = -336259.583101
  nChanged 163
		SP:Iteration 5F (261.130000 sec): 3 clusters
  Score: Raw -340541.137327 + Penalty 3848.133400 = -336693.003927
  nChanged 152
		SP:Iteration 6F (261.150000 sec): 3 clusters
  Score: Raw -340906.040628 + Penalty 3848.133400 = -337057.907228
  nChanged 116
		SP:Iteration 7Q (261.160000 sec): 3 clusters
  Score: Raw -341233.785403 + Penalty 3848.133400 = -337385.652003
  nChanged 75
		SP:Iteration 8Q (261.160000 sec): 3 clusters
  Score: Raw -341430.115429 + Penalty 3848.133400 = -337581.982029
  nChanged 56
		SP:Iteration 9Q (261.170000 sec): 3 clusters
  Score: Raw -341541.970691 + Penalty 3848.133400 = -337693.837291
  nChanged 47
		SP:Iteration 10Q (261.180000 sec): 3 clusters
  Score: Raw -341642.567784 + Penalty 3848.133400 = -337794.434384
  nChanged 59
		SP:Iteration 11Q (261.180000 sec): 3 clusters
  Score: Raw -341842.666046 + Penalty 3848.133400 = -337994.532647
  nChanged 62
		SP:Iteration 12Q (261.190000 sec): 3 clusters
  Score: Raw -342078.229840 + Penalty 3848.133400 = -338230.096440
  nChanged 36
		SP:Iteration 13Q (261.200000 sec): 3 clusters
  Score: Raw -342186.164277 + Penalty 3848.133400 = -338338.030878
  nChanged 27
		SP:Iteration 14Q (261.210000 sec): 3 clusters
  Score: Raw -342256.749863 + Penalty 3848.133400 = -338408.616463
  nChanged 18
		SP:Iteration 15Q (261.210000 sec): 3 clusters
  Score: Raw -342295.663226 + Penalty 3848.133400 = -338447.529826
  nChanged 12
		SP:Iteration 16Q (261.220000 sec): 3 clusters
  Score: Raw -342309.621294 + Penalty 3848.133400 = -338461.487894
  nChanged 3
		SP:Iteration 17Q (261.230000 sec): 3 clusters
  Score: Raw -342311.225041 + Penalty 3848.133400 = -338463.091641
  nChanged 1
		SP:Iteration 18Q (261.240000 sec): 3 clusters
  Score: Raw -342311.403491 + Penalty 3848.133400 = -338463.270091
  nChanged 0
		SP:Iteration 19F (261.240000 sec): 3 clusters
  Score: Raw -342311.403491 + Penalty 3848.133400 = -338463.270091
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 2.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (1873 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (261.260000 sec): 2 clusters
  Score: Raw -275274.500777 + Penalty 1868.753582 = -273405.747195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (261.260000 sec): 3 clusters
  Score: Raw -274618.458286 + Penalty 3737.507164 = -270880.951121
  nChanged 586
		SP:Iteration 1F (261.270000 sec): 3 clusters
  Score: Raw -275048.661034 + Penalty 3737.507164 = -271311.153869
  nChanged 130
		SP:Iteration 2F (261.280000 sec): 3 clusters
  Score: Raw -275182.694701 + Penalty 3737.507164 = -271445.187537
  nChanged 78
		SP:Iteration 3Q (261.280000 sec): 3 clusters
  Score: Raw -275255.410561 + Penalty 3737.507164 = -271517.903397
  nChanged 64
		SP:Iteration 4Q (261.290000 sec): 3 clusters
  Score: Raw -275306.863160 + Penalty 3737.507164 = -271569.355995
  nChanged 38
		SP:Iteration 5Q (261.300000 sec): 3 clusters
  Score: Raw -275337.317416 + Penalty 3737.507164 = -271599.810251
  nChanged 28
		SP:Iteration 6Q (261.310000 sec): 3 clusters
  Score: Raw -275364.194272 + Penalty 3737.507164 = -271626.687108
  nChanged 27
		SP:Iteration 7Q (261.320000 sec): 3 clusters
  Score: Raw -275388.121949 + Penalty 3737.507164 = -271650.614784
  nChanged 27
		SP:Iteration 8Q (261.320000 sec): 3 clusters
  Score: Raw -275412.668300 + Penalty 3737.507164 = -271675.161135
  nChanged 23
		SP:Iteration 9Q (261.330000 sec): 3 clusters
  Score: Raw -275430.586934 + Penalty 3737.507164 = -271693.079770
  nChanged 21
		SP:Iteration 10Q (261.340000 sec): 3 clusters
  Score: Raw -275449.709489 + Penalty 3737.507164 = -271712.202325
  nChanged 20
		SP:Iteration 11Q (261.340000 sec): 3 clusters
  Score: Raw -275465.576054 + Penalty 3737.507164 = -271728.068890
  nChanged 17
		SP:Iteration 12Q (261.350000 sec): 3 clusters
  Score: Raw -275477.840358 + Penalty 3737.507164 = -271740.333194
  nChanged 13
		SP:Iteration 13Q (261.360000 sec): 3 clusters
  Score: Raw -275488.883664 + Penalty 3737.507164 = -271751.376500
  nChanged 10
		SP:Iteration 14Q (261.360000 sec): 3 clusters
  Score: Raw -275501.936207 + Penalty 3737.507164 = -271764.429043
  nChanged 13
		SP:Iteration 15Q (261.370000 sec): 3 clusters
  Score: Raw -275513.492196 + Penalty 3737.507164 = -271775.985032
  nChanged 14
		SP:Iteration 16Q (261.380000 sec): 3 clusters
  Score: Raw -275528.081753 + Penalty 3737.507164 = -271790.574588
  nChanged 20
		SP:Iteration 17Q (261.390000 sec): 3 clusters
  Score: Raw -275543.630995 + Penalty 3737.507164 = -271806.123831
  nChanged 20
		SP:Iteration 18Q (261.400000 sec): 3 clusters
  Score: Raw -275558.213630 + Penalty 3737.507164 = -271820.706466
  nChanged 16
		SP:Iteration 19Q (261.400000 sec): 3 clusters
  Score: Raw -275572.179189 + Penalty 3737.507164 = -271834.672025
  nChanged 11
		SP:Iteration 20F (261.410000 sec): 3 clusters
  Score: Raw -275582.200039 + Penalty 3737.507164 = -271844.692875
  nChanged 11
		SP:Iteration 21Q (261.420000 sec): 3 clusters
  Score: Raw -275589.949826 + Penalty 3737.507164 = -271852.442662
  nChanged 13
		SP:Iteration 22Q (261.420000 sec): 3 clusters
  Score: Raw -275603.593703 + Penalty 3737.507164 = -271866.086538
  nChanged 16
		SP:Iteration 23Q (261.430000 sec): 3 clusters
  Score: Raw -275614.437590 + Penalty 3737.507164 = -271876.930425
  nChanged 10
		SP:Iteration 24Q (261.440000 sec): 3 clusters
  Score: Raw -275622.052220 + Penalty 3737.507164 = -271884.545056
  nChanged 10
		SP:Iteration 25Q (261.440000 sec): 3 clusters
  Score: Raw -275628.605132 + Penalty 3737.507164 = -271891.097968
  nChanged 10
		SP:Iteration 26Q (261.450000 sec): 3 clusters
  Score: Raw -275637.138407 + Penalty 3737.507164 = -271899.631243
  nChanged 7
		SP:Iteration 27Q (261.460000 sec): 3 clusters
  Score: Raw -275642.501594 + Penalty 3737.507164 = -271904.994430
  nChanged 10
		SP:Iteration 28Q (261.470000 sec): 3 clusters
  Score: Raw -275650.682399 + Penalty 3737.507164 = -271913.175235
  nChanged 13
		SP:Iteration 29Q (261.480000 sec): 3 clusters
  Score: Raw -275659.723501 + Penalty 3737.507164 = -271922.216336
  nChanged 8
		SP:Iteration 30Q (261.480000 sec): 3 clusters
  Score: Raw -275666.155082 + Penalty 3737.507164 = -271928.647918
  nChanged 7
		SP:Iteration 31Q (261.490000 sec): 3 clusters
  Score: Raw -275672.748380 + Penalty 3737.507164 = -271935.241216
  nChanged 7
		SP:Iteration 32Q (261.500000 sec): 3 clusters
  Score: Raw -275677.050858 + Penalty 3737.507164 = -271939.543694
  nChanged 2
		SP:Iteration 33Q (261.500000 sec): 3 clusters
  Score: Raw -275678.603235 + Penalty 3737.507164 = -271941.096071
  nChanged 3
		SP:Iteration 34Q (261.510000 sec): 3 clusters
  Score: Raw -275680.250023 + Penalty 3737.507164 = -271942.742858
  nChanged 3
		SP:Iteration 35Q (261.520000 sec): 3 clusters
  Score: Raw -275681.774740 + Penalty 3737.507164 = -271944.267576
  nChanged 3
		SP:Iteration 36Q (261.520000 sec): 3 clusters
  Score: Raw -275682.958548 + Penalty 3737.507164 = -271945.451383
  nChanged 2
		SP:Iteration 37Q (261.530000 sec): 3 clusters
  Score: Raw -275683.988648 + Penalty 3737.507164 = -271946.481483
  nChanged 2
		SP:Iteration 38Q (261.540000 sec): 3 clusters
  Score: Raw -275684.813622 + Penalty 3737.507164 = -271947.306458
  nChanged 0
		SP:Iteration 39F (261.550000 sec): 3 clusters
  Score: Raw -275684.813622 + Penalty 3737.507164 = -271947.306458
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (1175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (261.550000 sec): 2 clusters
  Score: Raw -147026.159700 + Penalty 1753.117810 = -145273.041891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (261.560000 sec): 3 clusters
  Score: Raw -146999.272264 + Penalty 3506.235620 = -143493.036644
  nChanged 397
		SP:Iteration 1F (261.560000 sec): 3 clusters
  Score: Raw -148139.650763 + Penalty 3506.235620 = -144633.415143
  nChanged 175
		SP:Iteration 2F (261.570000 sec): 3 clusters
  Score: Raw -149094.846835 + Penalty 3506.235620 = -145588.611215
  nChanged 109
		SP:Iteration 3F (261.570000 sec): 3 clusters
  Score: Raw -149649.074474 + Penalty 3506.235620 = -146142.838855
  nChanged 55
		SP:Iteration 4Q (261.570000 sec): 3 clusters
  Score: Raw -149954.704709 + Penalty 3506.235620 = -146448.469089
  nChanged 32
		SP:Iteration 5Q (261.580000 sec): 3 clusters
  Score: Raw -150063.219607 + Penalty 3506.235620 = -146556.983988
  nChanged 20
		SP:Iteration 6Q (261.580000 sec): 3 clusters
  Score: Raw -150218.499862 + Penalty 3506.235620 = -146712.264243
  nChanged 9
		SP:Iteration 7Q (261.580000 sec): 3 clusters
  Score: Raw -150280.246367 + Penalty 3506.235620 = -146774.010748
  nChanged 9
		SP:Iteration 8Q (261.590000 sec): 3 clusters
  Score: Raw -150291.257718 + Penalty 3506.235620 = -146785.022099
  nChanged 6
		SP:Iteration 9Q (261.590000 sec): 3 clusters
  Score: Raw -150298.997228 + Penalty 3506.235620 = -146792.761608
  nChanged 6
		SP:Iteration 10Q (261.600000 sec): 3 clusters
  Score: Raw -150309.819104 + Penalty 3506.235620 = -146803.583484
  nChanged 4
		SP:Iteration 11Q (261.600000 sec): 3 clusters
  Score: Raw -150314.993081 + Penalty 3506.235620 = -146808.757461
  nChanged 1
		SP:Iteration 12Q (261.600000 sec): 3 clusters
  Score: Raw -150316.550840 + Penalty 3506.235620 = -146810.315221
  nChanged 1
		SP:Iteration 13Q (261.600000 sec): 3 clusters
  Score: Raw -150317.490984 + Penalty 3506.235620 = -146811.255364
  nChanged 0
		SP:Iteration 14F (261.610000 sec): 3 clusters
  Score: Raw -150317.490984 + Penalty 3506.235620 = -146811.255364
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 3.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (27417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (261.740000 sec): 2 clusters
  Score: Raw -3845299.844555 + Penalty 2534.291797 = -3842765.552758
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (261.850000 sec): 3 clusters
  Score: Raw -3828920.562216 + Penalty 5068.583595 = -3823851.978621
  nChanged 12366
		SP:Iteration 1F (261.970000 sec): 3 clusters
  Score: Raw -3836492.584360 + Penalty 5068.583595 = -3831424.000765
  nChanged 2340
		SP:Iteration 2F (262.070000 sec): 3 clusters
  Score: Raw -3839699.795361 + Penalty 5068.583595 = -3834631.211767
  nChanged 3268
		SP:Iteration 3F (262.180000 sec): 3 clusters
  Score: Raw -3844963.203423 + Penalty 5068.583595 = -3839894.619828
  nChanged 3281
		SP:Iteration 4F (262.290000 sec): 3 clusters
  Score: Raw -3849438.264692 + Penalty 5068.583595 = -3844369.681097
  nChanged 2300
		SP:Iteration 5F (262.400000 sec): 3 clusters
  Score: Raw -3851617.132803 + Penalty 5068.583595 = -3846548.549208
  nChanged 1437
		SP:Iteration 6F (262.500000 sec): 3 clusters
  Score: Raw -3852813.330307 + Penalty 5068.583595 = -3847744.746712
  nChanged 1036
		SP:Iteration 7Q (262.610000 sec): 3 clusters
  Score: Raw -3853641.835507 + Penalty 5068.583595 = -3848573.251913
  nChanged 838
		SP:Iteration 8Q (262.700000 sec): 3 clusters
  Score: Raw -3854259.691183 + Penalty 5068.583595 = -3849191.107588
  nChanged 742
		SP:Iteration 9Q (262.800000 sec): 3 clusters
  Score: Raw -3854803.070644 + Penalty 5068.583595 = -3849734.487049
  nChanged 695
		SP:Iteration 10Q (262.900000 sec): 3 clusters
  Score: Raw -3855305.123194 + Penalty 5068.583595 = -3850236.539599
  nChanged 585
		SP:Iteration 11Q (262.990000 sec): 3 clusters
  Score: Raw -3855669.839340 + Penalty 5068.583595 = -3850601.255745
  nChanged 488
		SP:Iteration 12Q (263.090000 sec): 3 clusters
  Score: Raw -3855896.638323 + Penalty 5068.583595 = -3850828.054729
  nChanged 353
		SP:Iteration 13Q (263.180000 sec): 3 clusters
  Score: Raw -3856019.663145 + Penalty 5068.583595 = -3850951.079550
  nChanged 239
		SP:Iteration 14Q (263.270000 sec): 3 clusters
  Score: Raw -3856081.063700 + Penalty 5068.583595 = -3851012.480105
  nChanged 192
		SP:Iteration 15Q (263.370000 sec): 3 clusters
  Score: Raw -3856122.921033 + Penalty 5068.583595 = -3851054.337439
  nChanged 141
		SP:Iteration 16Q (263.460000 sec): 3 clusters
  Score: Raw -3856150.142102 + Penalty 5068.583595 = -3851081.558507
  nChanged 103
		SP:Iteration 17Q (263.550000 sec): 3 clusters
  Score: Raw -3856166.948326 + Penalty 5068.583595 = -3851098.364731
  nChanged 82
		SP:Iteration 18Q (263.640000 sec): 3 clusters
  Score: Raw -3856178.803865 + Penalty 5068.583595 = -3851110.220270
  nChanged 64
		SP:Iteration 19Q (263.730000 sec): 3 clusters
  Score: Raw -3856188.755617 + Penalty 5068.583595 = -3851120.172022
  nChanged 65
		SP:Iteration 20F (263.840000 sec): 3 clusters
  Score: Raw -3856199.365928 + Penalty 5068.583595 = -3851130.782333
  nChanged 55
		SP:Iteration 21Q (263.930000 sec): 3 clusters
  Score: Raw -3856206.858044 + Penalty 5068.583595 = -3851138.274449
  nChanged 38
		SP:Iteration 22Q (264.020000 sec): 3 clusters
  Score: Raw -3856212.967063 + Penalty 5068.583595 = -3851144.383468
  nChanged 33
		SP:Iteration 23Q (264.110000 sec): 3 clusters
  Score: Raw -3856216.949466 + Penalty 5068.583595 = -3851148.365871
  nChanged 23
		SP:Iteration 24Q (264.200000 sec): 3 clusters
  Score: Raw -3856219.151384 + Penalty 5068.583595 = -3851150.567789
  nChanged 17
		SP:Iteration 25Q (264.290000 sec): 3 clusters
  Score: Raw -3856220.971571 + Penalty 5068.583595 = -3851152.387976
  nChanged 20
		SP:Iteration 26Q (264.390000 sec): 3 clusters
  Score: Raw -3856222.723868 + Penalty 5068.583595 = -3851154.140273
  nChanged 21
		SP:Iteration 27Q (264.480000 sec): 3 clusters
  Score: Raw -3856225.946794 + Penalty 5068.583595 = -3851157.363199
  nChanged 23
		SP:Iteration 28Q (264.570000 sec): 3 clusters
  Score: Raw -3856229.113197 + Penalty 5068.583595 = -3851160.529603
  nChanged 18
		SP:Iteration 29Q (264.660000 sec): 3 clusters
  Score: Raw -3856230.797596 + Penalty 5068.583595 = -3851162.214001
  nChanged 13
		SP:Iteration 30Q (264.750000 sec): 3 clusters
  Score: Raw -3856231.721755 + Penalty 5068.583595 = -3851163.138160
  nChanged 5
		SP:Iteration 31Q (264.850000 sec): 3 clusters
  Score: Raw -3856232.152851 + Penalty 5068.583595 = -3851163.569256
  nChanged 11
		SP:Iteration 32Q (264.940000 sec): 3 clusters
  Score: Raw -3856233.243793 + Penalty 5068.583595 = -3851164.660198
  nChanged 10
		SP:Iteration 33Q (265.030000 sec): 3 clusters
  Score: Raw -3856234.242750 + Penalty 5068.583595 = -3851165.659155
  nChanged 12
		SP:Iteration 34Q (265.120000 sec): 3 clusters
  Score: Raw -3856235.352724 + Penalty 5068.583595 = -3851166.769129
  nChanged 11
		SP:Iteration 35Q (265.210000 sec): 3 clusters
  Score: Raw -3856236.432338 + Penalty 5068.583595 = -3851167.848743
  nChanged 13
		SP:Iteration 36Q (265.310000 sec): 3 clusters
  Score: Raw -3856238.082268 + Penalty 5068.583595 = -3851169.498673
  nChanged 12
		SP:Iteration 37Q (265.400000 sec): 3 clusters
  Score: Raw -3856239.114469 + Penalty 5068.583595 = -3851170.530874
  nChanged 7
		SP:Iteration 38Q (265.490000 sec): 3 clusters
  Score: Raw -3856239.846815 + Penalty 5068.583595 = -3851171.263220
  nChanged 10
		SP:Iteration 39Q (265.590000 sec): 3 clusters
  Score: Raw -3856240.599127 + Penalty 5068.583595 = -3851172.015532
  nChanged 6
		SP:Iteration 40F (265.690000 sec): 3 clusters
  Score: Raw -3856241.221658 + Penalty 5068.583595 = -3851172.638064
  nChanged 10
		SP:Iteration 41Q (265.780000 sec): 3 clusters
  Score: Raw -3856242.095583 + Penalty 5068.583595 = -3851173.511988
  nChanged 8
		SP:Iteration 42Q (265.870000 sec): 3 clusters
  Score: Raw -3856242.612555 + Penalty 5068.583595 = -3851174.028960
  nChanged 6
		SP:Iteration 43Q (265.970000 sec): 3 clusters
  Score: Raw -3856242.965031 + Penalty 5068.583595 = -3851174.381436
  nChanged 1
		SP:Iteration 44Q (266.060000 sec): 3 clusters
  Score: Raw -3856243.045234 + Penalty 5068.583595 = -3851174.461639
  nChanged 1
		SP:Iteration 45Q (266.150000 sec): 3 clusters
  Score: Raw -3856243.096727 + Penalty 5068.583595 = -3851174.513133
  nChanged 1
		SP:Iteration 46Q (266.230000 sec): 3 clusters
  Score: Raw -3856243.155495 + Penalty 5068.583595 = -3851174.571900
  nChanged 0
		SP:Iteration 47F (266.330000 sec): 3 clusters
  Score: Raw -3856243.155495 + Penalty 5068.583595 = -3851174.571900
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 6.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (57693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (266.660000 sec): 2 clusters
  Score: Raw -8726390.859667 + Penalty 2718.797000 = -8723672.062668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (266.880000 sec): 3 clusters
  Score: Raw -8690262.095045 + Penalty 5437.593999 = -8684824.501045
  nChanged 26859
		SP:Iteration 1F (267.090000 sec): 3 clusters
  Score: Raw -8705388.432632 + Penalty 5437.593999 = -8699950.838632
  nChanged 2299
		SP:Iteration 2Q (267.320000 sec): 3 clusters
  Score: Raw -8706087.093495 + Penalty 5437.593999 = -8700649.499496
  nChanged 2231
		SP:Iteration 3Q (267.540000 sec): 3 clusters
  Score: Raw -8706859.245373 + Penalty 5437.593999 = -8701421.651373
  nChanged 2303
		SP:Iteration 4Q (267.760000 sec): 3 clusters
  Score: Raw -8707784.469718 + Penalty 5437.593999 = -8702346.875718
  nChanged 2409
		SP:Iteration 5Q (267.980000 sec): 3 clusters
  Score: Raw -8708892.660917 + Penalty 5437.593999 = -8703455.066918
  nChanged 2579
		SP:Iteration 6Q (268.200000 sec): 3 clusters
  Score: Raw -8710169.173229 + Penalty 5437.593999 = -8704731.579230
  nChanged 2706
		SP:Iteration 7Q (268.420000 sec): 3 clusters
  Score: Raw -8711672.314359 + Penalty 5437.593999 = -8706234.720359
  nChanged 2820
		SP:Iteration 8Q (268.640000 sec): 3 clusters
  Score: Raw -8713360.431500 + Penalty 5437.593999 = -8707922.837501
  nChanged 2768
		SP:Iteration 9Q (268.860000 sec): 3 clusters
  Score: Raw -8715114.794609 + Penalty 5437.593999 = -8709677.200610
  nChanged 2704
		SP:Iteration 10Q (269.070000 sec): 3 clusters
  Score: Raw -8716915.261572 + Penalty 5437.593999 = -8711477.667572
  nChanged 2517
		SP:Iteration 11Q (269.280000 sec): 3 clusters
  Score: Raw -8718582.164297 + Penalty 5437.593999 = -8713144.570298
  nChanged 2098
		SP:Iteration 12Q (269.480000 sec): 3 clusters
  Score: Raw -8719842.865523 + Penalty 5437.593999 = -8714405.271524
  nChanged 1775
		SP:Iteration 13Q (269.680000 sec): 3 clusters
  Score: Raw -8720903.698808 + Penalty 5437.593999 = -8715466.104809
  nChanged 1564
		SP:Iteration 14Q (269.870000 sec): 3 clusters
  Score: Raw -8721805.715203 + Penalty 5437.593999 = -8716368.121203
  nChanged 1357
		SP:Iteration 15Q (270.050000 sec): 3 clusters
  Score: Raw -8722574.637340 + Penalty 5437.593999 = -8717137.043341
  nChanged 1154
		SP:Iteration 16Q (270.240000 sec): 3 clusters
  Score: Raw -8723220.378215 + Penalty 5437.593999 = -8717782.784216
  nChanged 1029
		SP:Iteration 17Q (270.410000 sec): 3 clusters
  Score: Raw -8723801.929869 + Penalty 5437.593999 = -8718364.335870
  nChanged 940
		SP:Iteration 18Q (270.590000 sec): 3 clusters
  Score: Raw -8724343.486748 + Penalty 5437.593999 = -8718905.892749
  nChanged 832
		SP:Iteration 19Q (270.760000 sec): 3 clusters
  Score: Raw -8724832.068343 + Penalty 5437.593999 = -8719394.474343
  nChanged 703
		SP:Iteration 20F (270.970000 sec): 3 clusters
  Score: Raw -8725239.206617 + Penalty 5437.593999 = -8719801.612617
  nChanged 592
		SP:Iteration 21Q (271.140000 sec): 3 clusters
  Score: Raw -8725591.658889 + Penalty 5437.593999 = -8720154.064890
  nChanged 502
		SP:Iteration 22Q (271.300000 sec): 3 clusters
  Score: Raw -8725888.659816 + Penalty 5437.593999 = -8720451.065817
  nChanged 383
		SP:Iteration 23Q (271.460000 sec): 3 clusters
  Score: Raw -8726116.927447 + Penalty 5437.593999 = -8720679.333448
  nChanged 344
		SP:Iteration 24Q (271.620000 sec): 3 clusters
  Score: Raw -8726323.902024 + Penalty 5437.593999 = -8720886.308024
  nChanged 251
		SP:Iteration 25Q (271.780000 sec): 3 clusters
  Score: Raw -8726473.589682 + Penalty 5437.593999 = -8721035.995683
  nChanged 164
		SP:Iteration 26Q (271.940000 sec): 3 clusters
  Score: Raw -8726568.422022 + Penalty 5437.593999 = -8721130.828023
  nChanged 126
		SP:Iteration 27Q (272.100000 sec): 3 clusters
  Score: Raw -8726639.053666 + Penalty 5437.593999 = -8721201.459666
  nChanged 86
		SP:Iteration 28Q (272.250000 sec): 3 clusters
  Score: Raw -8726682.039010 + Penalty 5437.593999 = -8721244.445011
  nChanged 53
		SP:Iteration 29Q (272.400000 sec): 3 clusters
  Score: Raw -8726705.467080 + Penalty 5437.593999 = -8721267.873080
  nChanged 40
		SP:Iteration 30Q (272.560000 sec): 3 clusters
  Score: Raw -8726725.442312 + Penalty 5437.593999 = -8721287.848312
  nChanged 40
		SP:Iteration 31Q (272.710000 sec): 3 clusters
  Score: Raw -8726744.842952 + Penalty 5437.593999 = -8721307.248952
  nChanged 38
		SP:Iteration 32Q (272.860000 sec): 3 clusters
  Score: Raw -8726763.293886 + Penalty 5437.593999 = -8721325.699887
  nChanged 28
		SP:Iteration 33Q (273.010000 sec): 3 clusters
  Score: Raw -8726777.840756 + Penalty 5437.593999 = -8721340.246757
  nChanged 27
		SP:Iteration 34Q (273.160000 sec): 3 clusters
  Score: Raw -8726792.242446 + Penalty 5437.593999 = -8721354.648446
  nChanged 24
		SP:Iteration 35Q (273.320000 sec): 3 clusters
  Score: Raw -8726808.432375 + Penalty 5437.593999 = -8721370.838375
  nChanged 21
		SP:Iteration 36Q (273.470000 sec): 3 clusters
  Score: Raw -8726819.880323 + Penalty 5437.593999 = -8721382.286324
  nChanged 17
		SP:Iteration 37Q (273.620000 sec): 3 clusters
  Score: Raw -8726831.358797 + Penalty 5437.593999 = -8721393.764798
  nChanged 24
		SP:Iteration 38Q (273.780000 sec): 3 clusters
  Score: Raw -8726847.061364 + Penalty 5437.593999 = -8721409.467365
  nChanged 17
		SP:Iteration 39Q (273.930000 sec): 3 clusters
  Score: Raw -8726855.316072 + Penalty 5437.593999 = -8721417.722073
  nChanged 14
		SP:Iteration 40F (274.140000 sec): 3 clusters
  Score: Raw -8726864.204261 + Penalty 5437.593999 = -8721426.610262
  nChanged 16
		SP:Iteration 41Q (274.300000 sec): 3 clusters
  Score: Raw -8726873.704437 + Penalty 5437.593999 = -8721436.110437
  nChanged 14
		SP:Iteration 42Q (274.450000 sec): 3 clusters
  Score: Raw -8726880.504103 + Penalty 5437.593999 = -8721442.910103
  nChanged 9
		SP:Iteration 43Q (274.600000 sec): 3 clusters
  Score: Raw -8726885.297574 + Penalty 5437.593999 = -8721447.703574
  nChanged 9
		SP:Iteration 44Q (274.750000 sec): 3 clusters
  Score: Raw -8726889.154929 + Penalty 5437.593999 = -8721451.560929
  nChanged 5
		SP:Iteration 45Q (274.900000 sec): 3 clusters
  Score: Raw -8726891.016796 + Penalty 5437.593999 = -8721453.422797
  nChanged 2
		SP:Iteration 46Q (275.050000 sec): 3 clusters
  Score: Raw -8726892.299562 + Penalty 5437.593999 = -8721454.705563
  nChanged 2
		SP:Iteration 47Q (275.200000 sec): 3 clusters
  Score: Raw -8726893.130306 + Penalty 5437.593999 = -8721455.536306
  nChanged 3
		SP:Iteration 48Q (275.360000 sec): 3 clusters
  Score: Raw -8726893.970731 + Penalty 5437.593999 = -8721456.376732
  nChanged 0
		SP:Iteration 49F (275.570000 sec): 3 clusters
  Score: Raw -8726893.970731 + Penalty 5437.593999 = -8721456.376732
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (2000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (275.610000 sec): 2 clusters
  Score: Raw -227012.487826 + Penalty 1885.023810 = -225127.464016
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (275.620000 sec): 3 clusters
  Score: Raw -226891.733496 + Penalty 3770.047620 = -223121.685876
  nChanged 757
		SP:Iteration 1F (275.620000 sec): 3 clusters
  Score: Raw -230930.336701 + Penalty 3770.047620 = -227160.289081
  nChanged 380
		SP:Iteration 2F (275.630000 sec): 3 clusters
  Score: Raw -233673.861067 + Penalty 3770.047620 = -229903.813447
  nChanged 215
		SP:Iteration 3F (275.640000 sec): 3 clusters
  Score: Raw -235542.999359 + Penalty 3770.047620 = -231772.951739
  nChanged 68
		SP:Iteration 4Q (275.640000 sec): 3 clusters
  Score: Raw -236098.522500 + Penalty 3770.047620 = -232328.474880
  nChanged 27
		SP:Iteration 5Q (275.650000 sec): 3 clusters
  Score: Raw -236232.483146 + Penalty 3770.047620 = -232462.435526
  nChanged 20
		SP:Iteration 6Q (275.650000 sec): 3 clusters
  Score: Raw -236374.709041 + Penalty 3770.047620 = -232604.661421
  nChanged 21
		SP:Iteration 7Q (275.660000 sec): 3 clusters
  Score: Raw -236459.018833 + Penalty 3770.047620 = -232688.971213
  nChanged 16
		SP:Iteration 8Q (275.660000 sec): 3 clusters
  Score: Raw -236490.031962 + Penalty 3770.047620 = -232719.984342
  nChanged 13
		SP:Iteration 9Q (275.670000 sec): 3 clusters
  Score: Raw -236518.001937 + Penalty 3770.047620 = -232747.954317
  nChanged 13
		SP:Iteration 10Q (275.680000 sec): 3 clusters
  Score: Raw -236543.422457 + Penalty 3770.047620 = -232773.374837
  nChanged 5
		SP:Iteration 11Q (275.680000 sec): 3 clusters
  Score: Raw -236548.951854 + Penalty 3770.047620 = -232778.904234
  nChanged 6
		SP:Iteration 12Q (275.680000 sec): 3 clusters
  Score: Raw -236554.225326 + Penalty 3770.047620 = -232784.177706
  nChanged 5
		SP:Iteration 13Q (275.690000 sec): 3 clusters
  Score: Raw -236557.519428 + Penalty 3770.047620 = -232787.471809
  nChanged 4
		SP:Iteration 14Q (275.700000 sec): 3 clusters
  Score: Raw -236560.909400 + Penalty 3770.047620 = -232790.861780
  nChanged 4
		SP:Iteration 15Q (275.700000 sec): 3 clusters
  Score: Raw -236564.892387 + Penalty 3770.047620 = -232794.844767
  nChanged 3
		SP:Iteration 16Q (275.710000 sec): 3 clusters
  Score: Raw -236566.883158 + Penalty 3770.047620 = -232796.835539
  nChanged 2
		SP:Iteration 17Q (275.710000 sec): 3 clusters
  Score: Raw -236568.311229 + Penalty 3770.047620 = -232798.263609
  nChanged 4
		SP:Iteration 18Q (275.720000 sec): 3 clusters
  Score: Raw -236570.464408 + Penalty 3770.047620 = -232800.416788
  nChanged 2
		SP:Iteration 19Q (275.720000 sec): 3 clusters
  Score: Raw -236572.203064 + Penalty 3770.047620 = -232802.155444
  nChanged 3
		SP:Iteration 20F (275.730000 sec): 3 clusters
  Score: Raw -236595.687975 + Penalty 3770.047620 = -232825.640355
  nChanged 7
		SP:Iteration 21Q (275.740000 sec): 3 clusters
  Score: Raw -236630.728653 + Penalty 3770.047620 = -232860.681033
  nChanged 3
		SP:Iteration 22Q (275.740000 sec): 3 clusters
  Score: Raw -236632.957690 + Penalty 3770.047620 = -232862.910071
  nChanged 2
		SP:Iteration 23Q (275.750000 sec): 3 clusters
  Score: Raw -236634.594560 + Penalty 3770.047620 = -232864.546940
  nChanged 2
		SP:Iteration 24Q (275.750000 sec): 3 clusters
  Score: Raw -236635.634374 + Penalty 3770.047620 = -232865.586754
  nChanged 2
		SP:Iteration 25Q (275.760000 sec): 3 clusters
  Score: Raw -236636.962539 + Penalty 3770.047620 = -232866.914919
  nChanged 3
		SP:Iteration 26Q (275.760000 sec): 3 clusters
  Score: Raw -236639.211665 + Penalty 3770.047620 = -232869.164045
  nChanged 1
		SP:Iteration 27Q (275.770000 sec): 3 clusters
  Score: Raw -236639.699630 + Penalty 3770.047620 = -232869.652010
  nChanged 0
		SP:Iteration 28F (275.780000 sec): 3 clusters
  Score: Raw -236639.699630 + Penalty 3770.047620 = -232869.652010
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 11.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (184344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (276.600000 sec): 2 clusters
  Score: Raw -27315899.172737 + Penalty 3006.890596 = -27312892.282141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (277.300000 sec): 3 clusters
  Score: Raw -27195186.273755 + Penalty 6013.781193 = -27189172.492562
  nChanged 88478
		SP:Iteration 1F (277.990000 sec): 3 clusters
  Score: Raw -27247178.927779 + Penalty 6013.781193 = -27241165.146586
  nChanged 6499
		SP:Iteration 2Q (278.690000 sec): 3 clusters
  Score: Raw -27249048.552343 + Penalty 6013.781193 = -27243034.771151
  nChanged 7849
		SP:Iteration 3Q (279.400000 sec): 3 clusters
  Score: Raw -27252144.584432 + Penalty 6013.781193 = -27246130.803239
  nChanged 10064
		SP:Iteration 4F (280.090000 sec): 3 clusters
  Score: Raw -27257436.632666 + Penalty 6013.781193 = -27251422.851473
  nChanged 12867
		SP:Iteration 5F (280.780000 sec): 3 clusters
  Score: Raw -27265942.739440 + Penalty 6013.781193 = -27259928.958247
  nChanged 14577
		SP:Iteration 6F (281.470000 sec): 3 clusters
  Score: Raw -27277176.301532 + Penalty 6013.781193 = -27271162.520339
  nChanged 13699
		SP:Iteration 7F (282.160000 sec): 3 clusters
  Score: Raw -27288388.519240 + Penalty 6013.781193 = -27282374.738048
  nChanged 10689
		SP:Iteration 8F (282.850000 sec): 3 clusters
  Score: Raw -27297677.446368 + Penalty 6013.781193 = -27291663.665176
  nChanged 7192
		SP:Iteration 9Q (283.530000 sec): 3 clusters
  Score: Raw -27304107.116809 + Penalty 6013.781193 = -27298093.335617
  nChanged 4691
		SP:Iteration 10Q (284.170000 sec): 3 clusters
  Score: Raw -27307609.990957 + Penalty 6013.781193 = -27301596.209764
  nChanged 3162
		SP:Iteration 11Q (284.780000 sec): 3 clusters
  Score: Raw -27309617.857352 + Penalty 6013.781193 = -27303604.076160
  nChanged 2435
		SP:Iteration 12Q (285.360000 sec): 3 clusters
  Score: Raw -27310947.917020 + Penalty 6013.781193 = -27304934.135827
  nChanged 2084
		SP:Iteration 13Q (285.930000 sec): 3 clusters
  Score: Raw -27311953.630550 + Penalty 6013.781193 = -27305939.849357
  nChanged 1793
		SP:Iteration 14Q (286.500000 sec): 3 clusters
  Score: Raw -27312777.636709 + Penalty 6013.781193 = -27306763.855517
  nChanged 1587
		SP:Iteration 15Q (287.050000 sec): 3 clusters
  Score: Raw -27313471.001035 + Penalty 6013.781193 = -27307457.219842
  nChanged 1376
		SP:Iteration 16Q (287.610000 sec): 3 clusters
  Score: Raw -27314011.593741 + Penalty 6013.781193 = -27307997.812548
  nChanged 1157
		SP:Iteration 17Q (288.150000 sec): 3 clusters
  Score: Raw -27314429.792279 + Penalty 6013.781193 = -27308416.011087
  nChanged 1036
		SP:Iteration 18Q (288.690000 sec): 3 clusters
  Score: Raw -27314767.089942 + Penalty 6013.781193 = -27308753.308750
  nChanged 920
		SP:Iteration 19Q (289.230000 sec): 3 clusters
  Score: Raw -27315038.051181 + Penalty 6013.781193 = -27309024.269989
  nChanged 830
		SP:Iteration 20F (289.910000 sec): 3 clusters
  Score: Raw -27315268.797716 + Penalty 6013.781193 = -27309255.016523
  nChanged 764
		SP:Iteration 21Q (290.440000 sec): 3 clusters
  Score: Raw -27315476.310493 + Penalty 6013.781193 = -27309462.529300
  nChanged 669
		SP:Iteration 22Q (290.970000 sec): 3 clusters
  Score: Raw -27315637.955668 + Penalty 6013.781193 = -27309624.174475
  nChanged 551
		SP:Iteration 23Q (291.490000 sec): 3 clusters
  Score: Raw -27315751.828173 + Penalty 6013.781193 = -27309738.046980
  nChanged 480
		SP:Iteration 24Q (292.010000 sec): 3 clusters
  Score: Raw -27315841.524160 + Penalty 6013.781193 = -27309827.742967
  nChanged 417
		SP:Iteration 25Q (292.530000 sec): 3 clusters
  Score: Raw -27315917.737456 + Penalty 6013.781193 = -27309903.956263
  nChanged 420
		SP:Iteration 26Q (293.040000 sec): 3 clusters
  Score: Raw -27315994.440194 + Penalty 6013.781193 = -27309980.659001
  nChanged 364
		SP:Iteration 27Q (293.560000 sec): 3 clusters
  Score: Raw -27316058.140860 + Penalty 6013.781193 = -27310044.359667
  nChanged 360
		SP:Iteration 28Q (294.080000 sec): 3 clusters
  Score: Raw -27316118.703324 + Penalty 6013.781193 = -27310104.922132
  nChanged 320
		SP:Iteration 29Q (294.590000 sec): 3 clusters
  Score: Raw -27316168.217321 + Penalty 6013.781193 = -27310154.436129
  nChanged 279
		SP:Iteration 30Q (295.110000 sec): 3 clusters
  Score: Raw -27316210.081213 + Penalty 6013.781193 = -27310196.300021
  nChanged 283
		SP:Iteration 31Q (295.710000 sec): 3 clusters
  Score: Raw -27316255.613976 + Penalty 6013.781193 = -27310241.832783
  nChanged 281
		SP:Iteration 32Q (296.290000 sec): 3 clusters
  Score: Raw -27316301.862560 + Penalty 6013.781193 = -27310288.081367
  nChanged 290
		SP:Iteration 33Q (296.850000 sec): 3 clusters
  Score: Raw -27316351.381272 + Penalty 6013.781193 = -27310337.600079
  nChanged 264
		SP:Iteration 34Q (297.380000 sec): 3 clusters
  Score: Raw -27316394.878595 + Penalty 6013.781193 = -27310381.097403
  nChanged 236
		SP:Iteration 35Q (297.910000 sec): 3 clusters
  Score: Raw -27316427.744022 + Penalty 6013.781193 = -27310413.962829
  nChanged 205
		SP:Iteration 36Q (298.450000 sec): 3 clusters
  Score: Raw -27316455.223473 + Penalty 6013.781193 = -27310441.442280
  nChanged 193
		SP:Iteration 37Q (298.980000 sec): 3 clusters
  Score: Raw -27316482.898046 + Penalty 6013.781193 = -27310469.116854
  nChanged 198
		SP:Iteration 38Q (299.510000 sec): 3 clusters
  Score: Raw -27316511.475362 + Penalty 6013.781193 = -27310497.694169
  nChanged 186
		SP:Iteration 39Q (300.030000 sec): 3 clusters
  Score: Raw -27316541.231465 + Penalty 6013.781193 = -27310527.450272
  nChanged 189
		SP:Iteration 40F (300.730000 sec): 3 clusters
  Score: Raw -27316570.128953 + Penalty 6013.781193 = -27310556.347760
  nChanged 151
		SP:Iteration 41Q (301.250000 sec): 3 clusters
  Score: Raw -27316590.953282 + Penalty 6013.781193 = -27310577.172089
  nChanged 138
		SP:Iteration 42Q (301.790000 sec): 3 clusters
  Score: Raw -27316608.602782 + Penalty 6013.781193 = -27310594.821589
  nChanged 113
		SP:Iteration 43Q (302.310000 sec): 3 clusters
  Score: Raw -27316622.586883 + Penalty 6013.781193 = -27310608.805690
  nChanged 112
		SP:Iteration 44Q (302.840000 sec): 3 clusters
  Score: Raw -27316635.662312 + Penalty 6013.781193 = -27310621.881119
  nChanged 98
		SP:Iteration 45Q (303.360000 sec): 3 clusters
  Score: Raw -27316645.565172 + Penalty 6013.781193 = -27310631.783979
  nChanged 86
		SP:Iteration 46Q (303.890000 sec): 3 clusters
  Score: Raw -27316654.989541 + Penalty 6013.781193 = -27310641.208348
  nChanged 75
		SP:Iteration 47Q (304.410000 sec): 3 clusters
  Score: Raw -27316663.312861 + Penalty 6013.781193 = -27310649.531668
  nChanged 68
		SP:Iteration 48Q (304.940000 sec): 3 clusters
  Score: Raw -27316670.365014 + Penalty 6013.781193 = -27310656.583821
  nChanged 70
		SP:Iteration 49Q (305.460000 sec): 3 clusters
  Score: Raw -27316677.590460 + Penalty 6013.781193 = -27310663.809267
  nChanged 63
		SP:Iteration 50Q (305.990000 sec): 3 clusters
  Score: Raw -27316682.421749 + Penalty 6013.781193 = -27310668.640557
  nChanged 48
		SP:Iteration 51Q (306.520000 sec): 3 clusters
  Score: Raw -27316685.913073 + Penalty 6013.781193 = -27310672.131880
  nChanged 48
		SP:Iteration 52Q (307.050000 sec): 3 clusters
  Score: Raw -27316689.005145 + Penalty 6013.781193 = -27310675.223952
  nChanged 42
		SP:Iteration 53Q (307.570000 sec): 3 clusters
  Score: Raw -27316691.598672 + Penalty 6013.781193 = -27310677.817480
  nChanged 29
		SP:Iteration 54Q (308.090000 sec): 3 clusters
  Score: Raw -27316693.341737 + Penalty 6013.781193 = -27310679.560544
  nChanged 29
		SP:Iteration 55Q (308.620000 sec): 3 clusters
  Score: Raw -27316695.012883 + Penalty 6013.781193 = -27310681.231690
  nChanged 16
		SP:Iteration 56Q (309.140000 sec): 3 clusters
  Score: Raw -27316695.970031 + Penalty 6013.781193 = -27310682.188839
  nChanged 20
		SP:Iteration 57Q (309.660000 sec): 3 clusters
  Score: Raw -27316697.322223 + Penalty 6013.781193 = -27310683.541030
  nChanged 24
		SP:Iteration 58Q (310.190000 sec): 3 clusters
  Score: Raw -27316698.682551 + Penalty 6013.781193 = -27310684.901359
  nChanged 17
		SP:Iteration 59Q (310.710000 sec): 3 clusters
  Score: Raw -27316699.871890 + Penalty 6013.781193 = -27310686.090697
  nChanged 14
		SP:Iteration 60F (311.410000 sec): 3 clusters
  Score: Raw -27316700.553609 + Penalty 6013.781193 = -27310686.772416
  nChanged 16
		SP:Iteration 61Q (311.920000 sec): 3 clusters
  Score: Raw -27316701.264311 + Penalty 6013.781193 = -27310687.483118
  nChanged 12
		SP:Iteration 62Q (312.440000 sec): 3 clusters
  Score: Raw -27316701.864461 + Penalty 6013.781193 = -27310688.083269
  nChanged 13
		SP:Iteration 63Q (312.970000 sec): 3 clusters
  Score: Raw -27316702.508837 + Penalty 6013.781193 = -27310688.727644
  nChanged 14
		SP:Iteration 64Q (313.500000 sec): 3 clusters
  Score: Raw -27316703.253960 + Penalty 6013.781193 = -27310689.472767
  nChanged 13
		SP:Iteration 65Q (314.020000 sec): 3 clusters
  Score: Raw -27316704.140987 + Penalty 6013.781193 = -27310690.359794
  nChanged 16
		SP:Iteration 66Q (314.540000 sec): 3 clusters
  Score: Raw -27316705.057779 + Penalty 6013.781193 = -27310691.276587
  nChanged 11
		SP:Iteration 67Q (315.070000 sec): 3 clusters
  Score: Raw -27316705.661237 + Penalty 6013.781193 = -27310691.880045
  nChanged 15
		SP:Iteration 68Q (315.590000 sec): 3 clusters
  Score: Raw -27316706.704249 + Penalty 6013.781193 = -27310692.923056
  nChanged 16
		SP:Iteration 69Q (316.110000 sec): 3 clusters
  Score: Raw -27316707.747692 + Penalty 6013.781193 = -27310693.966499
  nChanged 13
		SP:Iteration 70Q (316.630000 sec): 3 clusters
  Score: Raw -27316708.398633 + Penalty 6013.781193 = -27310694.617440
  nChanged 14
		SP:Iteration 71Q (317.160000 sec): 3 clusters
  Score: Raw -27316709.162298 + Penalty 6013.781193 = -27310695.381106
  nChanged 14
		SP:Iteration 72Q (317.680000 sec): 3 clusters
  Score: Raw -27316709.928709 + Penalty 6013.781193 = -27310696.147516
  nChanged 13
		SP:Iteration 73Q (318.210000 sec): 3 clusters
  Score: Raw -27316710.891864 + Penalty 6013.781193 = -27310697.110672
  nChanged 16
		SP:Iteration 74Q (318.730000 sec): 3 clusters
  Score: Raw -27316712.130216 + Penalty 6013.781193 = -27310698.349023
  nChanged 19
		SP:Iteration 75Q (319.250000 sec): 3 clusters
  Score: Raw -27316713.291676 + Penalty 6013.781193 = -27310699.510483
  nChanged 26
		SP:Iteration 76Q (319.770000 sec): 3 clusters
  Score: Raw -27316715.015944 + Penalty 6013.781193 = -27310701.234751
  nChanged 21
		SP:Iteration 77Q (320.310000 sec): 3 clusters
  Score: Raw -27316716.431186 + Penalty 6013.781193 = -27310702.649993
  nChanged 25
		SP:Iteration 78Q (320.830000 sec): 3 clusters
  Score: Raw -27316718.215488 + Penalty 6013.781193 = -27310704.434295
  nChanged 18
		SP:Iteration 79Q (321.350000 sec): 3 clusters
  Score: Raw -27316719.883602 + Penalty 6013.781193 = -27310706.102409
  nChanged 27
		SP:Iteration 80F (322.060000 sec): 3 clusters
  Score: Raw -27316722.363688 + Penalty 6013.781193 = -27310708.582495
  nChanged 31
		SP:Iteration 81Q (322.580000 sec): 3 clusters
  Score: Raw -27316724.791879 + Penalty 6013.781193 = -27310711.010686
  nChanged 30
		SP:Iteration 82Q (323.110000 sec): 3 clusters
  Score: Raw -27316726.758644 + Penalty 6013.781193 = -27310712.977451
  nChanged 18
		SP:Iteration 83Q (323.630000 sec): 3 clusters
  Score: Raw -27316727.891501 + Penalty 6013.781193 = -27310714.110308
  nChanged 17
		SP:Iteration 84Q (324.150000 sec): 3 clusters
  Score: Raw -27316728.965671 + Penalty 6013.781193 = -27310715.184478
  nChanged 15
		SP:Iteration 85Q (324.670000 sec): 3 clusters
  Score: Raw -27316729.905523 + Penalty 6013.781193 = -27310716.124331
  nChanged 14
		SP:Iteration 86Q (325.210000 sec): 3 clusters
  Score: Raw -27316730.618587 + Penalty 6013.781193 = -27310716.837394
  nChanged 12
		SP:Iteration 87Q (325.740000 sec): 3 clusters
  Score: Raw -27316731.271616 + Penalty 6013.781193 = -27310717.490423
  nChanged 9
		SP:Iteration 88Q (326.260000 sec): 3 clusters
  Score: Raw -27316731.659878 + Penalty 6013.781193 = -27310717.878685
  nChanged 13
		SP:Iteration 89Q (326.800000 sec): 3 clusters
  Score: Raw -27316732.521563 + Penalty 6013.781193 = -27310718.740370
  nChanged 19
		SP:Iteration 90Q (327.320000 sec): 3 clusters
  Score: Raw -27316733.725729 + Penalty 6013.781193 = -27310719.944536
  nChanged 16
		SP:Iteration 91Q (327.850000 sec): 3 clusters
  Score: Raw -27316734.820712 + Penalty 6013.781193 = -27310721.039519
  nChanged 16
		SP:Iteration 92Q (328.370000 sec): 3 clusters
  Score: Raw -27316735.900387 + Penalty 6013.781193 = -27310722.119194
  nChanged 16
		SP:Iteration 93Q (328.890000 sec): 3 clusters
  Score: Raw -27316736.852485 + Penalty 6013.781193 = -27310723.071292
  nChanged 12
		SP:Iteration 94Q (329.410000 sec): 3 clusters
  Score: Raw -27316737.648717 + Penalty 6013.781193 = -27310723.867525
  nChanged 9
		SP:Iteration 95Q (329.940000 sec): 3 clusters
  Score: Raw -27316738.245420 + Penalty 6013.781193 = -27310724.464228
  nChanged 12
		SP:Iteration 96Q (330.490000 sec): 3 clusters
  Score: Raw -27316738.962621 + Penalty 6013.781193 = -27310725.181429
  nChanged 11
		SP:Iteration 97Q (331.050000 sec): 3 clusters
  Score: Raw -27316739.575364 + Penalty 6013.781193 = -27310725.794171
  nChanged 5
		SP:Iteration 98Q (331.610000 sec): 3 clusters
  Score: Raw -27316739.950784 + Penalty 6013.781193 = -27310726.169591
  nChanged 9
		SP:Iteration 99Q (332.170000 sec): 3 clusters
  Score: Raw -27316740.483095 + Penalty 6013.781193 = -27310726.701903
  nChanged 11
		SP:Iteration 100F (332.910000 sec): 3 clusters
  Score: Raw -27316741.247701 + Penalty 6013.781193 = -27310727.466508
  nChanged 6
		SP:Iteration 101Q (333.470000 sec): 3 clusters
  Score: Raw -27316741.480714 + Penalty 6013.781193 = -27310727.699521
  nChanged 4
		SP:Iteration 102Q (334.030000 sec): 3 clusters
  Score: Raw -27316741.680267 + Penalty 6013.781193 = -27310727.899074
  nChanged 5
		SP:Iteration 103Q (334.590000 sec): 3 clusters
  Score: Raw -27316741.897224 + Penalty 6013.781193 = -27310728.116031
  nChanged 2
		SP:Iteration 104Q (335.150000 sec): 3 clusters
  Score: Raw -27316742.007016 + Penalty 6013.781193 = -27310728.225823
  nChanged 4
		SP:Iteration 105Q (335.700000 sec): 3 clusters
  Score: Raw -27316742.279635 + Penalty 6013.781193 = -27310728.498442
  nChanged 7
		SP:Iteration 106Q (336.260000 sec): 3 clusters
  Score: Raw -27316742.683628 + Penalty 6013.781193 = -27310728.902435
  nChanged 2
		SP:Iteration 107Q (336.820000 sec): 3 clusters
  Score: Raw -27316742.797405 + Penalty 6013.781193 = -27310729.016213
  nChanged 3
		SP:Iteration 108Q (337.370000 sec): 3 clusters
  Score: Raw -27316742.950501 + Penalty 6013.781193 = -27310729.169308
  nChanged 4
		SP:Iteration 109Q (337.930000 sec): 3 clusters
  Score: Raw -27316743.130579 + Penalty 6013.781193 = -27310729.349386
  nChanged 1
		SP:Iteration 110Q (338.490000 sec): 3 clusters
  Score: Raw -27316743.166616 + Penalty 6013.781193 = -27310729.385423
  nChanged 1
		SP:Iteration 111Q (339.040000 sec): 3 clusters
  Score: Raw -27316743.208819 + Penalty 6013.781193 = -27310729.427626
  nChanged 2
		SP:Iteration 112Q (339.600000 sec): 3 clusters
  Score: Raw -27316743.363115 + Penalty 6013.781193 = -27310729.581922
  nChanged 4
		SP:Iteration 113Q (340.130000 sec): 3 clusters
  Score: Raw -27316743.553830 + Penalty 6013.781193 = -27310729.772637
  nChanged 2
		SP:Iteration 114Q (340.650000 sec): 3 clusters
  Score: Raw -27316743.659519 + Penalty 6013.781193 = -27310729.878327
  nChanged 3
		SP:Iteration 115Q (341.170000 sec): 3 clusters
  Score: Raw -27316743.898376 + Penalty 6013.781193 = -27310730.117183
  nChanged 7
		SP:Iteration 116Q (341.700000 sec): 3 clusters
  Score: Raw -27316744.441341 + Penalty 6013.781193 = -27310730.660148
  nChanged 6
		SP:Iteration 117Q (342.220000 sec): 3 clusters
  Score: Raw -27316744.967336 + Penalty 6013.781193 = -27310731.186143
  nChanged 14
		SP:Iteration 118Q (342.750000 sec): 3 clusters
  Score: Raw -27316745.927497 + Penalty 6013.781193 = -27310732.146304
  nChanged 9
		SP:Iteration 119Q (343.280000 sec): 3 clusters
  Score: Raw -27316746.596600 + Penalty 6013.781193 = -27310732.815408
  nChanged 13
		SP:Iteration 120F (344.010000 sec): 3 clusters
  Score: Raw -27316747.623442 + Penalty 6013.781193 = -27310733.842249
  nChanged 14
		SP:Iteration 121Q (344.530000 sec): 3 clusters
  Score: Raw -27316748.496629 + Penalty 6013.781193 = -27310734.715436
  nChanged 8
		SP:Iteration 122Q (345.050000 sec): 3 clusters
  Score: Raw -27316748.908899 + Penalty 6013.781193 = -27310735.127706
  nChanged 5
		SP:Iteration 123Q (345.570000 sec): 3 clusters
  Score: Raw -27316749.155764 + Penalty 6013.781193 = -27310735.374571
  nChanged 4
		SP:Iteration 124Q (346.090000 sec): 3 clusters
  Score: Raw -27316749.320213 + Penalty 6013.781193 = -27310735.539020
  nChanged 8
		SP:Iteration 125Q (346.620000 sec): 3 clusters
  Score: Raw -27316749.698625 + Penalty 6013.781193 = -27310735.917432
  nChanged 9
		SP:Iteration 126Q (347.140000 sec): 3 clusters
  Score: Raw -27316750.147078 + Penalty 6013.781193 = -27310736.365885
  nChanged 7
		SP:Iteration 127Q (347.670000 sec): 3 clusters
  Score: Raw -27316750.476325 + Penalty 6013.781193 = -27310736.695132
  nChanged 1
		SP:Iteration 128Q (348.200000 sec): 3 clusters
  Score: Raw -27316750.502724 + Penalty 6013.781193 = -27310736.721531
  nChanged 2
		SP:Iteration 129Q (348.720000 sec): 3 clusters
  Score: Raw -27316750.579385 + Penalty 6013.781193 = -27310736.798192
  nChanged 1
		SP:Iteration 130Q (349.250000 sec): 3 clusters
  Score: Raw -27316750.623228 + Penalty 6013.781193 = -27310736.842036
  nChanged 1
		SP:Iteration 131Q (349.790000 sec): 3 clusters
  Score: Raw -27316750.656801 + Penalty 6013.781193 = -27310736.875608
  nChanged 1
		SP:Iteration 132Q (350.300000 sec): 3 clusters
  Score: Raw -27316750.698878 + Penalty 6013.781193 = -27310736.917685
  nChanged 2
		SP:Iteration 133Q (350.820000 sec): 3 clusters
  Score: Raw -27316750.862655 + Penalty 6013.781193 = -27310737.081463
  nChanged 2
		SP:Iteration 134Q (351.330000 sec): 3 clusters
  Score: Raw -27316750.992397 + Penalty 6013.781193 = -27310737.211205
  nChanged 2
		SP:Iteration 135Q (351.850000 sec): 3 clusters
  Score: Raw -27316751.077292 + Penalty 6013.781193 = -27310737.296099
  nChanged 2
		SP:Iteration 136Q (352.360000 sec): 3 clusters
  Score: Raw -27316751.138690 + Penalty 6013.781193 = -27310737.357497
  nChanged 0
		SP:Iteration 137F (353.070000 sec): 3 clusters
  Score: Raw -27316751.138690 + Penalty 6013.781193 = -27310737.357497
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (25354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (353.230000 sec): 2 clusters
  Score: Raw -3627634.156681 + Penalty 2514.891563 = -3625119.265117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (353.320000 sec): 3 clusters
  Score: Raw -3612582.828668 + Penalty 5029.783127 = -3607553.045541
  nChanged 11309
		SP:Iteration 1F (353.420000 sec): 3 clusters
  Score: Raw -3618814.087089 + Penalty 5029.783127 = -3613784.303962
  nChanged 1277
		SP:Iteration 2F (353.510000 sec): 3 clusters
  Score: Raw -3619285.230688 + Penalty 5029.783127 = -3614255.447561
  nChanged 1185
		SP:Iteration 3Q (353.610000 sec): 3 clusters
  Score: Raw -3619753.086859 + Penalty 5029.783127 = -3614723.303732
  nChanged 1127
		SP:Iteration 4Q (353.710000 sec): 3 clusters
  Score: Raw -3620234.739669 + Penalty 5029.783127 = -3615204.956542
  nChanged 1169
		SP:Iteration 5Q (353.810000 sec): 3 clusters
  Score: Raw -3620800.716719 + Penalty 5029.783127 = -3615770.933593
  nChanged 1240
		SP:Iteration 6Q (353.910000 sec): 3 clusters
  Score: Raw -3621469.740212 + Penalty 5029.783127 = -3616439.957086
  nChanged 1316
		SP:Iteration 7F (354.010000 sec): 3 clusters
  Score: Raw -3622286.873143 + Penalty 5029.783127 = -3617257.090017
  nChanged 1357
		SP:Iteration 8F (354.100000 sec): 3 clusters
  Score: Raw -3623161.360427 + Penalty 5029.783127 = -3618131.577301
  nChanged 1331
		SP:Iteration 9F (354.190000 sec): 3 clusters
  Score: Raw -3624062.438805 + Penalty 5029.783127 = -3619032.655678
  nChanged 1235
		SP:Iteration 10Q (354.290000 sec): 3 clusters
  Score: Raw -3624872.530041 + Penalty 5029.783127 = -3619842.746915
  nChanged 993
		SP:Iteration 11Q (354.390000 sec): 3 clusters
  Score: Raw -3625447.475288 + Penalty 5029.783127 = -3620417.692161
  nChanged 803
		SP:Iteration 12Q (354.480000 sec): 3 clusters
  Score: Raw -3625829.584466 + Penalty 5029.783127 = -3620799.801339
  nChanged 600
		SP:Iteration 13Q (354.570000 sec): 3 clusters
  Score: Raw -3626085.785974 + Penalty 5029.783127 = -3621056.002847
  nChanged 449
		SP:Iteration 14Q (354.670000 sec): 3 clusters
  Score: Raw -3626262.409589 + Penalty 5029.783127 = -3621232.626462
  nChanged 353
		SP:Iteration 15Q (354.760000 sec): 3 clusters
  Score: Raw -3626389.597086 + Penalty 5029.783127 = -3621359.813960
  nChanged 322
		SP:Iteration 16Q (354.850000 sec): 3 clusters
  Score: Raw -3626495.999297 + Penalty 5029.783127 = -3621466.216171
  nChanged 292
		SP:Iteration 17Q (354.940000 sec): 3 clusters
  Score: Raw -3626599.728407 + Penalty 5029.783127 = -3621569.945280
  nChanged 247
		SP:Iteration 18Q (355.030000 sec): 3 clusters
  Score: Raw -3626676.007326 + Penalty 5029.783127 = -3621646.224200
  nChanged 216
		SP:Iteration 19Q (355.120000 sec): 3 clusters
  Score: Raw -3626737.336134 + Penalty 5029.783127 = -3621707.553007
  nChanged 212
		SP:Iteration 20F (355.210000 sec): 3 clusters
  Score: Raw -3626794.703999 + Penalty 5029.783127 = -3621764.920873
  nChanged 188
		SP:Iteration 21Q (355.300000 sec): 3 clusters
  Score: Raw -3626839.527705 + Penalty 5029.783127 = -3621809.744578
  nChanged 179
		SP:Iteration 22Q (355.390000 sec): 3 clusters
  Score: Raw -3626890.978748 + Penalty 5029.783127 = -3621861.195622
  nChanged 184
		SP:Iteration 23Q (355.470000 sec): 3 clusters
  Score: Raw -3626942.779330 + Penalty 5029.783127 = -3621912.996204
  nChanged 175
		SP:Iteration 24Q (355.560000 sec): 3 clusters
  Score: Raw -3626993.211837 + Penalty 5029.783127 = -3621963.428711
  nChanged 180
		SP:Iteration 25Q (355.650000 sec): 3 clusters
  Score: Raw -3627048.325301 + Penalty 5029.783127 = -3622018.542174
  nChanged 181
		SP:Iteration 26Q (355.740000 sec): 3 clusters
  Score: Raw -3627095.840998 + Penalty 5029.783127 = -3622066.057871
  nChanged 157
		SP:Iteration 27Q (355.820000 sec): 3 clusters
  Score: Raw -3627136.239055 + Penalty 5029.783127 = -3622106.455928
  nChanged 150
		SP:Iteration 28Q (355.910000 sec): 3 clusters
  Score: Raw -3627174.210723 + Penalty 5029.783127 = -3622144.427596
  nChanged 143
		SP:Iteration 29Q (355.990000 sec): 3 clusters
  Score: Raw -3627215.921914 + Penalty 5029.783127 = -3622186.138787
  nChanged 143
		SP:Iteration 30Q (356.080000 sec): 3 clusters
  Score: Raw -3627260.163613 + Penalty 5029.783127 = -3622230.380486
  nChanged 127
		SP:Iteration 31Q (356.160000 sec): 3 clusters
  Score: Raw -3627290.751766 + Penalty 5029.783127 = -3622260.968640
  nChanged 112
		SP:Iteration 32Q (356.240000 sec): 3 clusters
  Score: Raw -3627316.176899 + Penalty 5029.783127 = -3622286.393772
  nChanged 117
		SP:Iteration 33Q (356.320000 sec): 3 clusters
  Score: Raw -3627342.416434 + Penalty 5029.783127 = -3622312.633307
  nChanged 100
		SP:Iteration 34Q (356.410000 sec): 3 clusters
  Score: Raw -3627365.168578 + Penalty 5029.783127 = -3622335.385451
  nChanged 103
		SP:Iteration 35Q (356.490000 sec): 3 clusters
  Score: Raw -3627386.455494 + Penalty 5029.783127 = -3622356.672367
  nChanged 85
		SP:Iteration 36Q (356.570000 sec): 3 clusters
  Score: Raw -3627406.882957 + Penalty 5029.783127 = -3622377.099830
  nChanged 83
		SP:Iteration 37Q (356.640000 sec): 3 clusters
  Score: Raw -3627425.517337 + Penalty 5029.783127 = -3622395.734210
  nChanged 79
		SP:Iteration 38Q (356.720000 sec): 3 clusters
  Score: Raw -3627441.249399 + Penalty 5029.783127 = -3622411.466273
  nChanged 72
		SP:Iteration 39Q (356.800000 sec): 3 clusters
  Score: Raw -3627455.423358 + Penalty 5029.783127 = -3622425.640232
  nChanged 77
		SP:Iteration 40F (356.900000 sec): 3 clusters
  Score: Raw -3627472.298073 + Penalty 5029.783127 = -3622442.514946
  nChanged 70
		SP:Iteration 41Q (356.980000 sec): 3 clusters
  Score: Raw -3627485.848377 + Penalty 5029.783127 = -3622456.065251
  nChanged 66
		SP:Iteration 42Q (357.060000 sec): 3 clusters
  Score: Raw -3627498.824174 + Penalty 5029.783127 = -3622469.041048
  nChanged 61
		SP:Iteration 43Q (357.140000 sec): 3 clusters
  Score: Raw -3627511.816305 + Penalty 5029.783127 = -3622482.033178
  nChanged 81
		SP:Iteration 44Q (357.220000 sec): 3 clusters
  Score: Raw -3627529.838150 + Penalty 5029.783127 = -3622500.055023
  nChanged 72
		SP:Iteration 45Q (357.300000 sec): 3 clusters
  Score: Raw -3627548.211706 + Penalty 5029.783127 = -3622518.428580
  nChanged 76
		SP:Iteration 46Q (357.380000 sec): 3 clusters
  Score: Raw -3627566.170734 + Penalty 5029.783127 = -3622536.387607
  nChanged 70
		SP:Iteration 47Q (357.460000 sec): 3 clusters
  Score: Raw -3627582.151923 + Penalty 5029.783127 = -3622552.368796
  nChanged 64
		SP:Iteration 48Q (357.540000 sec): 3 clusters
  Score: Raw -3627597.512469 + Penalty 5029.783127 = -3622567.729342
  nChanged 72
		SP:Iteration 49Q (357.620000 sec): 3 clusters
  Score: Raw -3627614.363507 + Penalty 5029.783127 = -3622584.580381
  nChanged 66
		SP:Iteration 50Q (357.700000 sec): 3 clusters
  Score: Raw -3627627.003182 + Penalty 5029.783127 = -3622597.220055
  nChanged 54
		SP:Iteration 51Q (357.770000 sec): 3 clusters
  Score: Raw -3627636.890157 + Penalty 5029.783127 = -3622607.107030
  nChanged 41
		SP:Iteration 52Q (357.850000 sec): 3 clusters
  Score: Raw -3627644.522834 + Penalty 5029.783127 = -3622614.739708
  nChanged 40
		SP:Iteration 53Q (357.930000 sec): 3 clusters
  Score: Raw -3627650.832627 + Penalty 5029.783127 = -3622621.049501
  nChanged 30
		SP:Iteration 54Q (358.010000 sec): 3 clusters
  Score: Raw -3627655.981476 + Penalty 5029.783127 = -3622626.198350
  nChanged 41
		SP:Iteration 55Q (358.090000 sec): 3 clusters
  Score: Raw -3627664.918433 + Penalty 5029.783127 = -3622635.135306
  nChanged 43
		SP:Iteration 56Q (358.170000 sec): 3 clusters
  Score: Raw -3627675.131227 + Penalty 5029.783127 = -3622645.348101
  nChanged 54
		SP:Iteration 57Q (358.250000 sec): 3 clusters
  Score: Raw -3627686.142809 + Penalty 5029.783127 = -3622656.359682
  nChanged 45
		SP:Iteration 58Q (358.330000 sec): 3 clusters
  Score: Raw -3627695.773128 + Penalty 5029.783127 = -3622665.990002
  nChanged 52
		SP:Iteration 59Q (358.410000 sec): 3 clusters
  Score: Raw -3627706.166674 + Penalty 5029.783127 = -3622676.383547
  nChanged 48
		SP:Iteration 60F (358.500000 sec): 3 clusters
  Score: Raw -3627718.240163 + Penalty 5029.783127 = -3622688.457037
  nChanged 47
		SP:Iteration 61Q (358.580000 sec): 3 clusters
  Score: Raw -3627727.506662 + Penalty 5029.783127 = -3622697.723536
  nChanged 35
		SP:Iteration 62Q (358.660000 sec): 3 clusters
  Score: Raw -3627733.692551 + Penalty 5029.783127 = -3622703.909425
  nChanged 32
		SP:Iteration 63Q (358.730000 sec): 3 clusters
  Score: Raw -3627740.262450 + Penalty 5029.783127 = -3622710.479323
  nChanged 33
		SP:Iteration 64Q (358.810000 sec): 3 clusters
  Score: Raw -3627746.881296 + Penalty 5029.783127 = -3622717.098169
  nChanged 28
		SP:Iteration 65Q (358.890000 sec): 3 clusters
  Score: Raw -3627752.683170 + Penalty 5029.783127 = -3622722.900043
  nChanged 29
		SP:Iteration 66Q (358.960000 sec): 3 clusters
  Score: Raw -3627759.167342 + Penalty 5029.783127 = -3622729.384216
  nChanged 31
		SP:Iteration 67Q (359.040000 sec): 3 clusters
  Score: Raw -3627766.167122 + Penalty 5029.783127 = -3622736.383995
  nChanged 37
		SP:Iteration 68Q (359.120000 sec): 3 clusters
  Score: Raw -3627773.839044 + Penalty 5029.783127 = -3622744.055917
  nChanged 28
		SP:Iteration 69Q (359.200000 sec): 3 clusters
  Score: Raw -3627780.279635 + Penalty 5029.783127 = -3622750.496508
  nChanged 32
		SP:Iteration 70Q (359.280000 sec): 3 clusters
  Score: Raw -3627789.601289 + Penalty 5029.783127 = -3622759.818162
  nChanged 43
		SP:Iteration 71Q (359.350000 sec): 3 clusters
  Score: Raw -3627802.691408 + Penalty 5029.783127 = -3622772.908281
  nChanged 41
		SP:Iteration 72Q (359.430000 sec): 3 clusters
  Score: Raw -3627813.167977 + Penalty 5029.783127 = -3622783.384850
  nChanged 30
		SP:Iteration 73Q (359.500000 sec): 3 clusters
  Score: Raw -3627821.284820 + Penalty 5029.783127 = -3622791.501693
  nChanged 43
		SP:Iteration 74Q (359.580000 sec): 3 clusters
  Score: Raw -3627833.885604 + Penalty 5029.783127 = -3622804.102477
  nChanged 54
		SP:Iteration 75Q (359.660000 sec): 3 clusters
  Score: Raw -3627849.392605 + Penalty 5029.783127 = -3622819.609479
  nChanged 49
		SP:Iteration 76Q (359.730000 sec): 3 clusters
  Score: Raw -3627865.952717 + Penalty 5029.783127 = -3622836.169591
  nChanged 51
		SP:Iteration 77Q (359.810000 sec): 3 clusters
  Score: Raw -3627883.900035 + Penalty 5029.783127 = -3622854.116908
  nChanged 38
		SP:Iteration 78Q (359.890000 sec): 3 clusters
  Score: Raw -3627896.170674 + Penalty 5029.783127 = -3622866.387547
  nChanged 40
		SP:Iteration 79Q (359.960000 sec): 3 clusters
  Score: Raw -3627910.511458 + Penalty 5029.783127 = -3622880.728331
  nChanged 53
		SP:Iteration 80F (360.060000 sec): 3 clusters
  Score: Raw -3627927.954712 + Penalty 5029.783127 = -3622898.171585
  nChanged 58
		SP:Iteration 81Q (360.130000 sec): 3 clusters
  Score: Raw -3627945.876657 + Penalty 5029.783127 = -3622916.093530
  nChanged 47
		SP:Iteration 82Q (360.210000 sec): 3 clusters
  Score: Raw -3627962.007113 + Penalty 5029.783127 = -3622932.223986
  nChanged 47
		SP:Iteration 83Q (360.280000 sec): 3 clusters
  Score: Raw -3627977.018709 + Penalty 5029.783127 = -3622947.235583
  nChanged 55
		SP:Iteration 84Q (360.360000 sec): 3 clusters
  Score: Raw -3627994.162152 + Penalty 5029.783127 = -3622964.379025
  nChanged 48
		SP:Iteration 85Q (360.430000 sec): 3 clusters
  Score: Raw -3628009.750848 + Penalty 5029.783127 = -3622979.967721
  nChanged 42
		SP:Iteration 86Q (360.510000 sec): 3 clusters
  Score: Raw -3628024.411633 + Penalty 5029.783127 = -3622994.628506
  nChanged 42
		SP:Iteration 87Q (360.580000 sec): 3 clusters
  Score: Raw -3628037.508992 + Penalty 5029.783127 = -3623007.725866
  nChanged 37
		SP:Iteration 88Q (360.660000 sec): 3 clusters
  Score: Raw -3628047.500871 + Penalty 5029.783127 = -3623017.717744
  nChanged 33
		SP:Iteration 89Q (360.730000 sec): 3 clusters
  Score: Raw -3628057.898485 + Penalty 5029.783127 = -3623028.115358
  nChanged 34
		SP:Iteration 90Q (360.810000 sec): 3 clusters
  Score: Raw -3628065.289520 + Penalty 5029.783127 = -3623035.506393
  nChanged 24
		SP:Iteration 91Q (360.880000 sec): 3 clusters
  Score: Raw -3628072.861630 + Penalty 5029.783127 = -3623043.078504
  nChanged 32
		SP:Iteration 92Q (360.960000 sec): 3 clusters
  Score: Raw -3628084.976466 + Penalty 5029.783127 = -3623055.193339
  nChanged 28
		SP:Iteration 93Q (361.040000 sec): 3 clusters
  Score: Raw -3628094.718167 + Penalty 5029.783127 = -3623064.935041
  nChanged 33
		SP:Iteration 94Q (361.110000 sec): 3 clusters
  Score: Raw -3628107.166795 + Penalty 5029.783127 = -3623077.383668
  nChanged 35
		SP:Iteration 95Q (361.180000 sec): 3 clusters
  Score: Raw -3628118.710100 + Penalty 5029.783127 = -3623088.926973
  nChanged 27
		SP:Iteration 96Q (361.260000 sec): 3 clusters
  Score: Raw -3628124.601873 + Penalty 5029.783127 = -3623094.818746
  nChanged 15
		SP:Iteration 97Q (361.330000 sec): 3 clusters
  Score: Raw -3628128.718224 + Penalty 5029.783127 = -3623098.935097
  nChanged 21
		SP:Iteration 98Q (361.400000 sec): 3 clusters
  Score: Raw -3628134.098263 + Penalty 5029.783127 = -3623104.315136
  nChanged 16
		SP:Iteration 99Q (361.470000 sec): 3 clusters
  Score: Raw -3628138.665820 + Penalty 5029.783127 = -3623108.882693
  nChanged 14
		SP:Iteration 100F (361.570000 sec): 3 clusters
  Score: Raw -3628142.463651 + Penalty 5029.783127 = -3623112.680524
  nChanged 12
		SP:Iteration 101Q (361.640000 sec): 3 clusters
  Score: Raw -3628145.602897 + Penalty 5029.783127 = -3623115.819770
  nChanged 14
		SP:Iteration 102Q (361.720000 sec): 3 clusters
  Score: Raw -3628148.276333 + Penalty 5029.783127 = -3623118.493206
  nChanged 7
		SP:Iteration 103Q (361.790000 sec): 3 clusters
  Score: Raw -3628150.677426 + Penalty 5029.783127 = -3623120.894300
  nChanged 8
		SP:Iteration 104Q (361.860000 sec): 3 clusters
  Score: Raw -3628153.216130 + Penalty 5029.783127 = -3623123.433003
  nChanged 10
		SP:Iteration 105Q (361.940000 sec): 3 clusters
  Score: Raw -3628156.202194 + Penalty 5029.783127 = -3623126.419068
  nChanged 12
		SP:Iteration 106Q (362.010000 sec): 3 clusters
  Score: Raw -3628160.414395 + Penalty 5029.783127 = -3623130.631268
  nChanged 15
		SP:Iteration 107Q (362.080000 sec): 3 clusters
  Score: Raw -3628164.226355 + Penalty 5029.783127 = -3623134.443229
  nChanged 13
		SP:Iteration 108Q (362.160000 sec): 3 clusters
  Score: Raw -3628166.644396 + Penalty 5029.783127 = -3623136.861269
  nChanged 12
		SP:Iteration 109Q (362.230000 sec): 3 clusters
  Score: Raw -3628169.403277 + Penalty 5029.783127 = -3623139.620151
  nChanged 9
		SP:Iteration 110Q (362.300000 sec): 3 clusters
  Score: Raw -3628171.542432 + Penalty 5029.783127 = -3623141.759306
  nChanged 10
		SP:Iteration 111Q (362.380000 sec): 3 clusters
  Score: Raw -3628173.916901 + Penalty 5029.783127 = -3623144.133775
  nChanged 5
		SP:Iteration 112Q (362.450000 sec): 3 clusters
  Score: Raw -3628174.855559 + Penalty 5029.783127 = -3623145.072433
  nChanged 5
		SP:Iteration 113Q (362.520000 sec): 3 clusters
  Score: Raw -3628175.972380 + Penalty 5029.783127 = -3623146.189253
  nChanged 2
		SP:Iteration 114Q (362.600000 sec): 3 clusters
  Score: Raw -3628176.471872 + Penalty 5029.783127 = -3623146.688746
  nChanged 5
		SP:Iteration 115Q (362.670000 sec): 3 clusters
  Score: Raw -3628177.894126 + Penalty 5029.783127 = -3623148.111000
  nChanged 5
		SP:Iteration 116Q (362.740000 sec): 3 clusters
  Score: Raw -3628178.832577 + Penalty 5029.783127 = -3623149.049451
  nChanged 1
		SP:Iteration 117Q (362.820000 sec): 3 clusters
  Score: Raw -3628179.262505 + Penalty 5029.783127 = -3623149.479379
  nChanged 2
		SP:Iteration 118Q (362.890000 sec): 3 clusters
  Score: Raw -3628179.401937 + Penalty 5029.783127 = -3623149.618810
  nChanged 1
		SP:Iteration 119Q (362.970000 sec): 3 clusters
  Score: Raw -3628179.502021 + Penalty 5029.783127 = -3623149.718895
  nChanged 2
		SP:Iteration 120F (363.060000 sec): 3 clusters
  Score: Raw -3628180.073040 + Penalty 5029.783127 = -3623150.289914
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (1621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (363.090000 sec): 2 clusters
  Score: Raw -191784.227621 + Penalty 1832.918033 = -189951.309587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (363.090000 sec): 3 clusters
  Score: Raw -191926.960541 + Penalty 3665.836067 = -188261.124475
  nChanged 617
		SP:Iteration 1F (363.100000 sec): 3 clusters
  Score: Raw -195669.015387 + Penalty 3665.836067 = -192003.179320
  nChanged 320
		SP:Iteration 2F (363.100000 sec): 3 clusters
  Score: Raw -199279.861354 + Penalty 3665.836067 = -195614.025287
  nChanged 83
		SP:Iteration 3F (363.110000 sec): 3 clusters
  Score: Raw -200067.036671 + Penalty 3665.836067 = -196401.200604
  nChanged 22
		SP:Iteration 4Q (363.120000 sec): 3 clusters
  Score: Raw -200200.291117 + Penalty 3665.836067 = -196534.455050
  nChanged 12
		SP:Iteration 5Q (363.120000 sec): 3 clusters
  Score: Raw -200252.754948 + Penalty 3665.836067 = -196586.918881
  nChanged 8
		SP:Iteration 6Q (363.120000 sec): 3 clusters
  Score: Raw -200291.860500 + Penalty 3665.836067 = -196626.024433
  nChanged 4
		SP:Iteration 7Q (363.130000 sec): 3 clusters
  Score: Raw -200304.882409 + Penalty 3665.836067 = -196639.046342
  nChanged 2
		SP:Iteration 8Q (363.130000 sec): 3 clusters
  Score: Raw -200307.472464 + Penalty 3665.836067 = -196641.636398
  nChanged 0
		SP:Iteration 9F (363.140000 sec): 3 clusters
  Score: Raw -200307.472464 + Penalty 3665.836067 = -196641.636398
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 20.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (18167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (363.210000 sec): 2 clusters
  Score: Raw -2619631.643475 + Penalty 2432.225786 = -2617199.417689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (363.280000 sec): 3 clusters
  Score: Raw -2609294.398187 + Penalty 4864.451572 = -2604429.946615
  nChanged 7889
		SP:Iteration 1F (363.350000 sec): 3 clusters
  Score: Raw -2614010.966034 + Penalty 4864.451572 = -2609146.514462
  nChanged 1358
		SP:Iteration 2F (363.410000 sec): 3 clusters
  Score: Raw -2615874.565278 + Penalty 4864.451572 = -2611010.113706
  nChanged 1972
		SP:Iteration 3F (363.480000 sec): 3 clusters
  Score: Raw -2618512.101021 + Penalty 4864.451572 = -2613647.649449
  nChanged 2254
		SP:Iteration 4F (363.550000 sec): 3 clusters
  Score: Raw -2621031.420063 + Penalty 4864.451572 = -2616166.968491
  nChanged 1708
		SP:Iteration 5F (363.610000 sec): 3 clusters
  Score: Raw -2622562.701956 + Penalty 4864.451572 = -2617698.250384
  nChanged 1020
		SP:Iteration 6F (363.680000 sec): 3 clusters
  Score: Raw -2623258.169434 + Penalty 4864.451572 = -2618393.717862
  nChanged 563
		SP:Iteration 7Q (363.750000 sec): 3 clusters
  Score: Raw -2623585.136862 + Penalty 4864.451572 = -2618720.685290
  nChanged 370
		SP:Iteration 8Q (363.820000 sec): 3 clusters
  Score: Raw -2623773.293048 + Penalty 4864.451572 = -2618908.841476
  nChanged 276
		SP:Iteration 9Q (363.880000 sec): 3 clusters
  Score: Raw -2623895.497115 + Penalty 4864.451572 = -2619031.045543
  nChanged 195
		SP:Iteration 10Q (363.950000 sec): 3 clusters
  Score: Raw -2623968.688161 + Penalty 4864.451572 = -2619104.236589
  nChanged 153
		SP:Iteration 11Q (364.020000 sec): 3 clusters
  Score: Raw -2624023.395129 + Penalty 4864.451572 = -2619158.943557
  nChanged 143
		SP:Iteration 12Q (364.080000 sec): 3 clusters
  Score: Raw -2624071.848207 + Penalty 4864.451572 = -2619207.396635
  nChanged 109
		SP:Iteration 13Q (364.150000 sec): 3 clusters
  Score: Raw -2624105.291162 + Penalty 4864.451572 = -2619240.839590
  nChanged 83
		SP:Iteration 14Q (364.210000 sec): 3 clusters
  Score: Raw -2624128.442337 + Penalty 4864.451572 = -2619263.990765
  nChanged 63
		SP:Iteration 15Q (364.280000 sec): 3 clusters
  Score: Raw -2624142.687536 + Penalty 4864.451572 = -2619278.235964
  nChanged 42
		SP:Iteration 16Q (364.340000 sec): 3 clusters
  Score: Raw -2624151.175632 + Penalty 4864.451572 = -2619286.724060
  nChanged 32
		SP:Iteration 17Q (364.410000 sec): 3 clusters
  Score: Raw -2624157.229541 + Penalty 4864.451572 = -2619292.777969
  nChanged 31
		SP:Iteration 18Q (364.480000 sec): 3 clusters
  Score: Raw -2624163.749056 + Penalty 4864.451572 = -2619299.297484
  nChanged 36
		SP:Iteration 19Q (364.550000 sec): 3 clusters
  Score: Raw -2624172.348921 + Penalty 4864.451572 = -2619307.897349
  nChanged 31
		SP:Iteration 20F (364.620000 sec): 3 clusters
  Score: Raw -2624177.844239 + Penalty 4864.451572 = -2619313.392667
  nChanged 24
		SP:Iteration 21Q (364.700000 sec): 3 clusters
  Score: Raw -2624182.255571 + Penalty 4864.451572 = -2619317.803999
  nChanged 24
		SP:Iteration 22Q (364.770000 sec): 3 clusters
  Score: Raw -2624186.192935 + Penalty 4864.451572 = -2619321.741363
  nChanged 19
		SP:Iteration 23Q (364.840000 sec): 3 clusters
  Score: Raw -2624189.123628 + Penalty 4864.451572 = -2619324.672056
  nChanged 19
		SP:Iteration 24Q (364.910000 sec): 3 clusters
  Score: Raw -2624192.946867 + Penalty 4864.451572 = -2619328.495295
  nChanged 13
		SP:Iteration 25Q (364.980000 sec): 3 clusters
  Score: Raw -2624194.843314 + Penalty 4864.451572 = -2619330.391741
  nChanged 8
		SP:Iteration 26Q (365.060000 sec): 3 clusters
  Score: Raw -2624196.049733 + Penalty 4864.451572 = -2619331.598161
  nChanged 7
		SP:Iteration 27Q (365.130000 sec): 3 clusters
  Score: Raw -2624197.009893 + Penalty 4864.451572 = -2619332.558321
  nChanged 4
		SP:Iteration 28Q (365.200000 sec): 3 clusters
  Score: Raw -2624197.557137 + Penalty 4864.451572 = -2619333.105565
  nChanged 5
		SP:Iteration 29Q (365.280000 sec): 3 clusters
  Score: Raw -2624198.460833 + Penalty 4864.451572 = -2619334.009261
  nChanged 4
		SP:Iteration 30Q (365.350000 sec): 3 clusters
  Score: Raw -2624199.084004 + Penalty 4864.451572 = -2619334.632431
  nChanged 3
		SP:Iteration 31Q (365.420000 sec): 3 clusters
  Score: Raw -2624199.538434 + Penalty 4864.451572 = -2619335.086862
  nChanged 5
		SP:Iteration 32Q (365.490000 sec): 3 clusters
  Score: Raw -2624200.395184 + Penalty 4864.451572 = -2619335.943612
  nChanged 3
		SP:Iteration 33Q (365.570000 sec): 3 clusters
  Score: Raw -2624200.751204 + Penalty 4864.451572 = -2619336.299632
  nChanged 5
		SP:Iteration 34Q (365.640000 sec): 3 clusters
  Score: Raw -2624201.610920 + Penalty 4864.451572 = -2619337.159348
  nChanged 5
		SP:Iteration 35Q (365.710000 sec): 3 clusters
  Score: Raw -2624202.754063 + Penalty 4864.451572 = -2619338.302491
  nChanged 7
		SP:Iteration 36Q (365.780000 sec): 3 clusters
  Score: Raw -2624203.886302 + Penalty 4864.451572 = -2619339.434730
  nChanged 4
		SP:Iteration 37Q (365.860000 sec): 3 clusters
  Score: Raw -2624204.703281 + Penalty 4864.451572 = -2619340.251709
  nChanged 5
		SP:Iteration 38Q (365.930000 sec): 3 clusters
  Score: Raw -2624205.647082 + Penalty 4864.451572 = -2619341.195510
  nChanged 6
		SP:Iteration 39Q (366.010000 sec): 3 clusters
  Score: Raw -2624207.072339 + Penalty 4864.451572 = -2619342.620767
  nChanged 5
		SP:Iteration 40F (366.080000 sec): 3 clusters
  Score: Raw -2624207.806266 + Penalty 4864.451572 = -2619343.354694
  nChanged 1
		SP:Iteration 41Q (366.160000 sec): 3 clusters
  Score: Raw -2624208.005365 + Penalty 4864.451572 = -2619343.553793
  nChanged 1
		SP:Iteration 42Q (366.230000 sec): 3 clusters
  Score: Raw -2624208.084485 + Penalty 4864.451572 = -2619343.632913
  nChanged 0
		SP:Iteration 43F (366.310000 sec): 3 clusters
  Score: Raw -2624208.084485 + Penalty 4864.451572 = -2619343.632913
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 21.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (24474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (366.400000 sec): 2 clusters
  Score: Raw -3421711.709242 + Penalty 2506.130919 = -3419205.578324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (366.510000 sec): 3 clusters
  Score: Raw -3407239.417503 + Penalty 5012.261838 = -3402227.155665
  nChanged 10879
		SP:Iteration 1F (366.610000 sec): 3 clusters
  Score: Raw -3413174.102393 + Penalty 5012.261838 = -3408161.840556
  nChanged 1280
		SP:Iteration 2F (366.710000 sec): 3 clusters
  Score: Raw -3413627.085003 + Penalty 5012.261838 = -3408614.823166
  nChanged 1142
		SP:Iteration 3Q (366.820000 sec): 3 clusters
  Score: Raw -3414034.456309 + Penalty 5012.261838 = -3409022.194471
  nChanged 1056
		SP:Iteration 4Q (366.920000 sec): 3 clusters
  Score: Raw -3414425.111003 + Penalty 5012.261838 = -3409412.849165
  nChanged 1024
		SP:Iteration 5Q (367.020000 sec): 3 clusters
  Score: Raw -3414873.117678 + Penalty 5012.261838 = -3409860.855840
  nChanged 1115
		SP:Iteration 6Q (367.120000 sec): 3 clusters
  Score: Raw -3415414.513148 + Penalty 5012.261838 = -3410402.251310
  nChanged 1204
		SP:Iteration 7Q (367.220000 sec): 3 clusters
  Score: Raw -3416052.791024 + Penalty 5012.261838 = -3411040.529186
  nChanged 1224
		SP:Iteration 8F (367.320000 sec): 3 clusters
  Score: Raw -3416779.872670 + Penalty 5012.261838 = -3411767.610833
  nChanged 1305
		SP:Iteration 9F (367.420000 sec): 3 clusters
  Score: Raw -3417637.852214 + Penalty 5012.261838 = -3412625.590376
  nChanged 1321
		SP:Iteration 10F (367.520000 sec): 3 clusters
  Score: Raw -3418541.912740 + Penalty 5012.261838 = -3413529.650903
  nChanged 1212
		SP:Iteration 11Q (367.620000 sec): 3 clusters
  Score: Raw -3419408.399537 + Penalty 5012.261838 = -3414396.137699
  nChanged 1071
		SP:Iteration 12Q (367.720000 sec): 3 clusters
  Score: Raw -3420195.513754 + Penalty 5012.261838 = -3415183.251916
  nChanged 876
		SP:Iteration 13Q (367.820000 sec): 3 clusters
  Score: Raw -3420862.137080 + Penalty 5012.261838 = -3415849.875242
  nChanged 662
		SP:Iteration 14Q (367.910000 sec): 3 clusters
  Score: Raw -3421373.222452 + Penalty 5012.261838 = -3416360.960614
  nChanged 469
		SP:Iteration 15Q (368.000000 sec): 3 clusters
  Score: Raw -3421727.119191 + Penalty 5012.261838 = -3416714.857353
  nChanged 316
		SP:Iteration 16Q (368.090000 sec): 3 clusters
  Score: Raw -3421962.987232 + Penalty 5012.261838 = -3416950.725394
  nChanged 199
		SP:Iteration 17Q (368.180000 sec): 3 clusters
  Score: Raw -3422097.832380 + Penalty 5012.261838 = -3417085.570542
  nChanged 132
		SP:Iteration 18Q (368.270000 sec): 3 clusters
  Score: Raw -3422191.253718 + Penalty 5012.261838 = -3417178.991880
  nChanged 95
		SP:Iteration 19Q (368.360000 sec): 3 clusters
  Score: Raw -3422260.666415 + Penalty 5012.261838 = -3417248.404577
  nChanged 69
		SP:Iteration 20F (368.460000 sec): 3 clusters
  Score: Raw -3422312.157296 + Penalty 5012.261838 = -3417299.895458
  nChanged 44
		SP:Iteration 21Q (368.540000 sec): 3 clusters
  Score: Raw -3422339.290298 + Penalty 5012.261838 = -3417327.028460
  nChanged 33
		SP:Iteration 22Q (368.620000 sec): 3 clusters
  Score: Raw -3422361.886093 + Penalty 5012.261838 = -3417349.624256
  nChanged 24
		SP:Iteration 23Q (368.700000 sec): 3 clusters
  Score: Raw -3422379.792099 + Penalty 5012.261838 = -3417367.530261
  nChanged 23
		SP:Iteration 24Q (368.780000 sec): 3 clusters
  Score: Raw -3422394.842559 + Penalty 5012.261838 = -3417382.580721
  nChanged 25
		SP:Iteration 25Q (368.860000 sec): 3 clusters
  Score: Raw -3422409.422442 + Penalty 5012.261838 = -3417397.160604
  nChanged 14
		SP:Iteration 26Q (368.940000 sec): 3 clusters
  Score: Raw -3422419.279184 + Penalty 5012.261838 = -3417407.017346
  nChanged 9
		SP:Iteration 27Q (369.020000 sec): 3 clusters
  Score: Raw -3422423.926274 + Penalty 5012.261838 = -3417411.664436
  nChanged 7
		SP:Iteration 28Q (369.100000 sec): 3 clusters
  Score: Raw -3422427.853954 + Penalty 5012.261838 = -3417415.592116
  nChanged 10
		SP:Iteration 29Q (369.180000 sec): 3 clusters
  Score: Raw -3422439.037068 + Penalty 5012.261838 = -3417426.775230
  nChanged 11
		SP:Iteration 30Q (369.250000 sec): 3 clusters
  Score: Raw -3422447.001444 + Penalty 5012.261838 = -3417434.739606
  nChanged 5
		SP:Iteration 31Q (369.330000 sec): 3 clusters
  Score: Raw -3422451.389299 + Penalty 5012.261838 = -3417439.127462
  nChanged 9
		SP:Iteration 32Q (369.410000 sec): 3 clusters
  Score: Raw -3422459.594001 + Penalty 5012.261838 = -3417447.332163
  nChanged 13
		SP:Iteration 33Q (369.480000 sec): 3 clusters
  Score: Raw -3422467.209079 + Penalty 5012.261838 = -3417454.947242
  nChanged 5
		SP:Iteration 34Q (369.560000 sec): 3 clusters
  Score: Raw -3422469.830477 + Penalty 5012.261838 = -3417457.568639
  nChanged 5
		SP:Iteration 35Q (369.640000 sec): 3 clusters
  Score: Raw -3422471.776450 + Penalty 5012.261838 = -3417459.514613
  nChanged 1
		SP:Iteration 36Q (369.710000 sec): 3 clusters
  Score: Raw -3422472.336667 + Penalty 5012.261838 = -3417460.074829
  nChanged 1
		SP:Iteration 37Q (369.790000 sec): 3 clusters
  Score: Raw -3422473.261595 + Penalty 5012.261838 = -3417460.999758
  nChanged 0
		SP:Iteration 38F (369.890000 sec): 3 clusters
  Score: Raw -3422473.261595 + Penalty 5012.261838 = -3417460.999758
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (316847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (371.490000 sec): 2 clusters
  Score: Raw -46563141.773936 + Penalty 3141.211223 = -46560000.562713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (372.790000 sec): 3 clusters
  Score: Raw -46353256.878369 + Penalty 6282.422446 = -46346974.455923
  nChanged 153425
		SP:Iteration 1F (374.100000 sec): 3 clusters
  Score: Raw -46446487.030111 + Penalty 6282.422446 = -46440204.607665
  nChanged 12318
		SP:Iteration 2Q (375.420000 sec): 3 clusters
  Score: Raw -46451157.755389 + Penalty 6282.422446 = -46444875.332942
  nChanged 16327
		SP:Iteration 3F (376.720000 sec): 3 clusters
  Score: Raw -46459694.450001 + Penalty 6282.422446 = -46453412.027555
  nChanged 20787
		SP:Iteration 4F (378.020000 sec): 3 clusters
  Score: Raw -46472579.076650 + Penalty 6282.422446 = -46466296.654204
  nChanged 22850
		SP:Iteration 5F (379.300000 sec): 3 clusters
  Score: Raw -46486863.033496 + Penalty 6282.422446 = -46480580.611050
  nChanged 21462
		SP:Iteration 6F (380.590000 sec): 3 clusters
  Score: Raw -46498985.832065 + Penalty 6282.422446 = -46492703.409619
  nChanged 18021
		SP:Iteration 7F (381.840000 sec): 3 clusters
  Score: Raw -46507879.804925 + Penalty 6282.422446 = -46501597.382479
  nChanged 14421
		SP:Iteration 8Q (383.060000 sec): 3 clusters
  Score: Raw -46514509.668733 + Penalty 6282.422446 = -46508227.246286
  nChanged 11746
		SP:Iteration 9Q (384.300000 sec): 3 clusters
  Score: Raw -46520175.266225 + Penalty 6282.422446 = -46513892.843779
  nChanged 10364
		SP:Iteration 10Q (385.530000 sec): 3 clusters
  Score: Raw -46525986.612792 + Penalty 6282.422446 = -46519704.190346
  nChanged 9790
		SP:Iteration 11Q (386.750000 sec): 3 clusters
  Score: Raw -46532293.790350 + Penalty 6282.422446 = -46526011.367904
  nChanged 9169
		SP:Iteration 12Q (387.960000 sec): 3 clusters
  Score: Raw -46538146.979639 + Penalty 6282.422446 = -46531864.557193
  nChanged 7841
		SP:Iteration 13Q (389.130000 sec): 3 clusters
  Score: Raw -46542492.848912 + Penalty 6282.422446 = -46536210.426466
  nChanged 6215
		SP:Iteration 14Q (390.270000 sec): 3 clusters
  Score: Raw -46545423.319535 + Penalty 6282.422446 = -46539140.897088
  nChanged 4922
		SP:Iteration 15Q (391.370000 sec): 3 clusters
  Score: Raw -46547614.720239 + Penalty 6282.422446 = -46541332.297793
  nChanged 4329
		SP:Iteration 16Q (392.460000 sec): 3 clusters
  Score: Raw -46549478.818968 + Penalty 6282.422446 = -46543196.396522
  nChanged 3922
		SP:Iteration 17Q (393.540000 sec): 3 clusters
  Score: Raw -46551125.313311 + Penalty 6282.422446 = -46544842.890865
  nChanged 3674
		SP:Iteration 18Q (394.600000 sec): 3 clusters
  Score: Raw -46552660.468524 + Penalty 6282.422446 = -46546378.046078
  nChanged 3496
		SP:Iteration 19Q (395.650000 sec): 3 clusters
  Score: Raw -46554107.715329 + Penalty 6282.422446 = -46547825.292883
  nChanged 3306
		SP:Iteration 20F (396.850000 sec): 3 clusters
  Score: Raw -46555479.670857 + Penalty 6282.422446 = -46549197.248411
  nChanged 3064
		SP:Iteration 21Q (397.870000 sec): 3 clusters
  Score: Raw -46556749.213405 + Penalty 6282.422446 = -46550466.790959
  nChanged 2854
		SP:Iteration 22Q (398.880000 sec): 3 clusters
  Score: Raw -46557972.604328 + Penalty 6282.422446 = -46551690.181882
  nChanged 2665
		SP:Iteration 23Q (399.880000 sec): 3 clusters
  Score: Raw -46559153.126400 + Penalty 6282.422446 = -46552870.703954
  nChanged 2461
		SP:Iteration 24Q (400.870000 sec): 3 clusters
  Score: Raw -46560197.864847 + Penalty 6282.422446 = -46553915.442401
  nChanged 2207
		SP:Iteration 25Q (401.840000 sec): 3 clusters
  Score: Raw -46561120.618783 + Penalty 6282.422446 = -46554838.196337
  nChanged 1950
		SP:Iteration 26Q (402.820000 sec): 3 clusters
  Score: Raw -46561891.742231 + Penalty 6282.422446 = -46555609.319785
  nChanged 1812
		SP:Iteration 27Q (403.780000 sec): 3 clusters
  Score: Raw -46562607.120534 + Penalty 6282.422446 = -46556324.698087
  nChanged 1632
		SP:Iteration 28Q (404.730000 sec): 3 clusters
  Score: Raw -46563172.427135 + Penalty 6282.422446 = -46556890.004688
  nChanged 1409
		SP:Iteration 29Q (405.680000 sec): 3 clusters
  Score: Raw -46563609.222031 + Penalty 6282.422446 = -46557326.799585
  nChanged 1215
		SP:Iteration 30Q (406.630000 sec): 3 clusters
  Score: Raw -46563979.389029 + Penalty 6282.422446 = -46557696.966583
  nChanged 1148
		SP:Iteration 31Q (407.570000 sec): 3 clusters
  Score: Raw -46564300.584785 + Penalty 6282.422446 = -46558018.162339
  nChanged 994
		SP:Iteration 32Q (408.500000 sec): 3 clusters
  Score: Raw -46564544.005923 + Penalty 6282.422446 = -46558261.583477
  nChanged 832
		SP:Iteration 33Q (409.430000 sec): 3 clusters
  Score: Raw -46564716.640605 + Penalty 6282.422446 = -46558434.218158
  nChanged 735
		SP:Iteration 34Q (410.360000 sec): 3 clusters
  Score: Raw -46564853.364326 + Penalty 6282.422446 = -46558570.941879
  nChanged 648
		SP:Iteration 35Q (411.280000 sec): 3 clusters
  Score: Raw -46564957.763046 + Penalty 6282.422446 = -46558675.340600
  nChanged 561
		SP:Iteration 36Q (412.200000 sec): 3 clusters
  Score: Raw -46565035.680472 + Penalty 6282.422446 = -46558753.258026
  nChanged 500
		SP:Iteration 37Q (413.120000 sec): 3 clusters
  Score: Raw -46565097.421950 + Penalty 6282.422446 = -46558814.999504
  nChanged 464
		SP:Iteration 38Q (414.050000 sec): 3 clusters
  Score: Raw -46565152.535113 + Penalty 6282.422446 = -46558870.112667
  nChanged 438
		SP:Iteration 39Q (414.970000 sec): 3 clusters
  Score: Raw -46565199.169821 + Penalty 6282.422446 = -46558916.747375
  nChanged 365
		SP:Iteration 40F (416.160000 sec): 3 clusters
  Score: Raw -46565234.665052 + Penalty 6282.422446 = -46558952.242605
  nChanged 368
		SP:Iteration 41Q (417.070000 sec): 3 clusters
  Score: Raw -46565273.498869 + Penalty 6282.422446 = -46558991.076423
  nChanged 351
		SP:Iteration 42Q (417.990000 sec): 3 clusters
  Score: Raw -46565309.229325 + Penalty 6282.422446 = -46559026.806879
  nChanged 370
		SP:Iteration 43Q (418.910000 sec): 3 clusters
  Score: Raw -46565351.341733 + Penalty 6282.422446 = -46559068.919286
  nChanged 376
		SP:Iteration 44Q (419.830000 sec): 3 clusters
  Score: Raw -46565394.818922 + Penalty 6282.422446 = -46559112.396476
  nChanged 380
		SP:Iteration 45Q (420.740000 sec): 3 clusters
  Score: Raw -46565438.783563 + Penalty 6282.422446 = -46559156.361117
  nChanged 360
		SP:Iteration 46Q (421.650000 sec): 3 clusters
  Score: Raw -46565480.274641 + Penalty 6282.422446 = -46559197.852194
  nChanged 323
		SP:Iteration 47Q (422.550000 sec): 3 clusters
  Score: Raw -46565514.963947 + Penalty 6282.422446 = -46559232.541501
  nChanged 312
		SP:Iteration 48Q (423.460000 sec): 3 clusters
  Score: Raw -46565544.240333 + Penalty 6282.422446 = -46559261.817887
  nChanged 293
		SP:Iteration 49Q (424.350000 sec): 3 clusters
  Score: Raw -46565574.025930 + Penalty 6282.422446 = -46559291.603484
  nChanged 294
		SP:Iteration 50Q (425.260000 sec): 3 clusters
  Score: Raw -46565606.441089 + Penalty 6282.422446 = -46559324.018643
  nChanged 301
		SP:Iteration 51Q (426.160000 sec): 3 clusters
  Score: Raw -46565638.901285 + Penalty 6282.422446 = -46559356.478839
  nChanged 294
		SP:Iteration 52Q (427.060000 sec): 3 clusters
  Score: Raw -46565669.594055 + Penalty 6282.422446 = -46559387.171609
  nChanged 276
		SP:Iteration 53Q (427.970000 sec): 3 clusters
  Score: Raw -46565697.590570 + Penalty 6282.422446 = -46559415.168124
  nChanged 255
		SP:Iteration 54Q (428.870000 sec): 3 clusters
  Score: Raw -46565721.135902 + Penalty 6282.422446 = -46559438.713456
  nChanged 230
		SP:Iteration 55Q (429.770000 sec): 3 clusters
  Score: Raw -46565741.936868 + Penalty 6282.422446 = -46559459.514422
  nChanged 226
		SP:Iteration 56Q (430.660000 sec): 3 clusters
  Score: Raw -46565762.750004 + Penalty 6282.422446 = -46559480.327558
  nChanged 187
		SP:Iteration 57Q (431.560000 sec): 3 clusters
  Score: Raw -46565778.752512 + Penalty 6282.422446 = -46559496.330066
  nChanged 161
		SP:Iteration 58Q (432.460000 sec): 3 clusters
  Score: Raw -46565791.456630 + Penalty 6282.422446 = -46559509.034184
  nChanged 158
		SP:Iteration 59Q (433.370000 sec): 3 clusters
  Score: Raw -46565803.990249 + Penalty 6282.422446 = -46559521.567803
  nChanged 152
		SP:Iteration 60F (434.560000 sec): 3 clusters
  Score: Raw -46565814.255374 + Penalty 6282.422446 = -46559531.832928
  nChanged 131
		SP:Iteration 61Q (435.460000 sec): 3 clusters
  Score: Raw -46565823.346411 + Penalty 6282.422446 = -46559540.923965
  nChanged 120
		SP:Iteration 62Q (436.350000 sec): 3 clusters
  Score: Raw -46565832.027112 + Penalty 6282.422446 = -46559549.604666
  nChanged 123
		SP:Iteration 63Q (437.240000 sec): 3 clusters
  Score: Raw -46565840.683210 + Penalty 6282.422446 = -46559558.260764
  nChanged 130
		SP:Iteration 64Q (438.140000 sec): 3 clusters
  Score: Raw -46565849.132709 + Penalty 6282.422446 = -46559566.710262
  nChanged 98
		SP:Iteration 65Q (439.020000 sec): 3 clusters
  Score: Raw -46565854.285637 + Penalty 6282.422446 = -46559571.863191
  nChanged 83
		SP:Iteration 66Q (439.910000 sec): 3 clusters
  Score: Raw -46565858.358234 + Penalty 6282.422446 = -46559575.935788
  nChanged 73
		SP:Iteration 67Q (440.800000 sec): 3 clusters
  Score: Raw -46565862.231626 + Penalty 6282.422446 = -46559579.809180
  nChanged 68
		SP:Iteration 68Q (441.700000 sec): 3 clusters
  Score: Raw -46565865.577518 + Penalty 6282.422446 = -46559583.155072
  nChanged 65
		SP:Iteration 69Q (442.590000 sec): 3 clusters
  Score: Raw -46565868.879899 + Penalty 6282.422446 = -46559586.457453
  nChanged 62
		SP:Iteration 70Q (443.490000 sec): 3 clusters
  Score: Raw -46565872.373465 + Penalty 6282.422446 = -46559589.951018
  nChanged 54
		SP:Iteration 71Q (444.380000 sec): 3 clusters
  Score: Raw -46565875.688566 + Penalty 6282.422446 = -46559593.266120
  nChanged 52
		SP:Iteration 72Q (445.260000 sec): 3 clusters
  Score: Raw -46565878.060542 + Penalty 6282.422446 = -46559595.638095
  nChanged 52
		SP:Iteration 73Q (446.150000 sec): 3 clusters
  Score: Raw -46565880.401952 + Penalty 6282.422446 = -46559597.979506
  nChanged 45
		SP:Iteration 74Q (447.050000 sec): 3 clusters
  Score: Raw -46565882.471839 + Penalty 6282.422446 = -46559600.049393
  nChanged 45
		SP:Iteration 75Q (447.950000 sec): 3 clusters
  Score: Raw -46565884.448838 + Penalty 6282.422446 = -46559602.026392
  nChanged 44
		SP:Iteration 76Q (448.830000 sec): 3 clusters
  Score: Raw -46565886.696127 + Penalty 6282.422446 = -46559604.273681
  nChanged 56
		SP:Iteration 77Q (449.730000 sec): 3 clusters
  Score: Raw -46565889.387679 + Penalty 6282.422446 = -46559606.965233
  nChanged 57
		SP:Iteration 78Q (450.630000 sec): 3 clusters
  Score: Raw -46565892.001787 + Penalty 6282.422446 = -46559609.579341
  nChanged 54
		SP:Iteration 79Q (451.520000 sec): 3 clusters
  Score: Raw -46565894.717175 + Penalty 6282.422446 = -46559612.294729
  nChanged 48
		SP:Iteration 80F (452.720000 sec): 3 clusters
  Score: Raw -46565897.123768 + Penalty 6282.422446 = -46559614.701322
  nChanged 43
		SP:Iteration 81Q (453.610000 sec): 3 clusters
  Score: Raw -46565899.113485 + Penalty 6282.422446 = -46559616.691039
  nChanged 41
		SP:Iteration 82Q (454.500000 sec): 3 clusters
  Score: Raw -46565900.738094 + Penalty 6282.422446 = -46559618.315648
  nChanged 38
		SP:Iteration 83Q (455.400000 sec): 3 clusters
  Score: Raw -46565902.375641 + Penalty 6282.422446 = -46559619.953195
  nChanged 34
		SP:Iteration 84Q (456.300000 sec): 3 clusters
  Score: Raw -46565904.015861 + Penalty 6282.422446 = -46559621.593414
  nChanged 37
		SP:Iteration 85Q (457.200000 sec): 3 clusters
  Score: Raw -46565905.405695 + Penalty 6282.422446 = -46559622.983249
  nChanged 32
		SP:Iteration 86Q (458.090000 sec): 3 clusters
  Score: Raw -46565906.923948 + Penalty 6282.422446 = -46559624.501502
  nChanged 36
		SP:Iteration 87Q (458.980000 sec): 3 clusters
  Score: Raw -46565908.571980 + Penalty 6282.422446 = -46559626.149534
  nChanged 38
		SP:Iteration 88Q (459.870000 sec): 3 clusters
  Score: Raw -46565910.697885 + Penalty 6282.422446 = -46559628.275438
  nChanged 39
		SP:Iteration 89Q (460.760000 sec): 3 clusters
  Score: Raw -46565912.793912 + Penalty 6282.422446 = -46559630.371465
  nChanged 50
		SP:Iteration 90Q (461.650000 sec): 3 clusters
  Score: Raw -46565915.558549 + Penalty 6282.422446 = -46559633.136102
  nChanged 51
		SP:Iteration 91Q (462.540000 sec): 3 clusters
  Score: Raw -46565918.115809 + Penalty 6282.422446 = -46559635.693363
  nChanged 44
		SP:Iteration 92Q (463.420000 sec): 3 clusters
  Score: Raw -46565920.072428 + Penalty 6282.422446 = -46559637.649982
  nChanged 27
		SP:Iteration 93Q (464.310000 sec): 3 clusters
  Score: Raw -46565921.369864 + Penalty 6282.422446 = -46559638.947418
  nChanged 29
		SP:Iteration 94Q (465.200000 sec): 3 clusters
  Score: Raw -46565922.458268 + Penalty 6282.422446 = -46559640.035822
  nChanged 28
		SP:Iteration 95Q (466.090000 sec): 3 clusters
  Score: Raw -46565923.870207 + Penalty 6282.422446 = -46559641.447761
  nChanged 36
		SP:Iteration 96Q (466.980000 sec): 3 clusters
  Score: Raw -46565925.532763 + Penalty 6282.422446 = -46559643.110316
  nChanged 39
		SP:Iteration 97Q (467.870000 sec): 3 clusters
  Score: Raw -46565927.347962 + Penalty 6282.422446 = -46559644.925516
  nChanged 41
		SP:Iteration 98Q (468.760000 sec): 3 clusters
  Score: Raw -46565929.322187 + Penalty 6282.422446 = -46559646.899740
  nChanged 33
		SP:Iteration 99Q (469.660000 sec): 3 clusters
  Score: Raw -46565931.070219 + Penalty 6282.422446 = -46559648.647773
  nChanged 37
		SP:Iteration 100F (470.860000 sec): 3 clusters
  Score: Raw -46565932.778372 + Penalty 6282.422446 = -46559650.355925
  nChanged 30
		SP:Iteration 101Q (471.730000 sec): 3 clusters
  Score: Raw -46565933.907512 + Penalty 6282.422446 = -46559651.485065
  nChanged 19
		SP:Iteration 102Q (472.620000 sec): 3 clusters
  Score: Raw -46565934.764723 + Penalty 6282.422446 = -46559652.342277
  nChanged 25
		SP:Iteration 103Q (473.510000 sec): 3 clusters
  Score: Raw -46565935.749414 + Penalty 6282.422446 = -46559653.326968
  nChanged 15
		SP:Iteration 104Q (474.400000 sec): 3 clusters
  Score: Raw -46565936.228464 + Penalty 6282.422446 = -46559653.806018
  nChanged 12
		SP:Iteration 105Q (475.290000 sec): 3 clusters
  Score: Raw -46565936.614719 + Penalty 6282.422446 = -46559654.192273
  nChanged 10
		SP:Iteration 106Q (476.180000 sec): 3 clusters
  Score: Raw -46565936.895384 + Penalty 6282.422446 = -46559654.472938
  nChanged 5
		SP:Iteration 107Q (477.060000 sec): 3 clusters
  Score: Raw -46565937.234989 + Penalty 6282.422446 = -46559654.812542
  nChanged 11
		SP:Iteration 108Q (477.950000 sec): 3 clusters
  Score: Raw -46565937.622743 + Penalty 6282.422446 = -46559655.200297
  nChanged 13
		SP:Iteration 109Q (478.840000 sec): 3 clusters
  Score: Raw -46565937.990906 + Penalty 6282.422446 = -46559655.568460
  nChanged 12
		SP:Iteration 110Q (479.730000 sec): 3 clusters
  Score: Raw -46565938.355872 + Penalty 6282.422446 = -46559655.933426
  nChanged 15
		SP:Iteration 111Q (480.620000 sec): 3 clusters
  Score: Raw -46565938.964447 + Penalty 6282.422446 = -46559656.542001
  nChanged 11
		SP:Iteration 112Q (481.510000 sec): 3 clusters
  Score: Raw -46565939.402442 + Penalty 6282.422446 = -46559656.979996
  nChanged 10
		SP:Iteration 113Q (482.400000 sec): 3 clusters
  Score: Raw -46565939.670813 + Penalty 6282.422446 = -46559657.248367
  nChanged 7
		SP:Iteration 114Q (483.290000 sec): 3 clusters
  Score: Raw -46565939.915211 + Penalty 6282.422446 = -46559657.492765
  nChanged 8
		SP:Iteration 115Q (484.180000 sec): 3 clusters
  Score: Raw -46565940.155384 + Penalty 6282.422446 = -46559657.732938
  nChanged 11
		SP:Iteration 116Q (485.070000 sec): 3 clusters
  Score: Raw -46565940.659763 + Penalty 6282.422446 = -46559658.237316
  nChanged 11
		SP:Iteration 117Q (485.960000 sec): 3 clusters
  Score: Raw -46565941.115805 + Penalty 6282.422446 = -46559658.693359
  nChanged 15
		SP:Iteration 118Q (486.850000 sec): 3 clusters
  Score: Raw -46565941.637398 + Penalty 6282.422446 = -46559659.214952
  nChanged 10
		SP:Iteration 119Q (487.730000 sec): 3 clusters
  Score: Raw -46565941.892567 + Penalty 6282.422446 = -46559659.470121
  nChanged 4
		SP:Iteration 120F (488.930000 sec): 3 clusters
  Score: Raw -46565941.997594 + Penalty 6282.422446 = -46559659.575148
  nChanged 5
		SP:Iteration 121Q (489.810000 sec): 3 clusters
  Score: Raw -46565942.176480 + Penalty 6282.422446 = -46559659.754033
  nChanged 10
		SP:Iteration 122Q (490.700000 sec): 3 clusters
  Score: Raw -46565942.477591 + Penalty 6282.422446 = -46559660.055145
  nChanged 11
		SP:Iteration 123Q (491.580000 sec): 3 clusters
  Score: Raw -46565942.812588 + Penalty 6282.422446 = -46559660.390142
  nChanged 14
		SP:Iteration 124Q (492.460000 sec): 3 clusters
  Score: Raw -46565943.376640 + Penalty 6282.422446 = -46559660.954194
  nChanged 16
		SP:Iteration 125Q (493.360000 sec): 3 clusters
  Score: Raw -46565944.058326 + Penalty 6282.422446 = -46559661.635880
  nChanged 12
		SP:Iteration 126Q (494.250000 sec): 3 clusters
  Score: Raw -46565944.500615 + Penalty 6282.422446 = -46559662.078169
  nChanged 8
		SP:Iteration 127Q (495.150000 sec): 3 clusters
  Score: Raw -46565944.759654 + Penalty 6282.422446 = -46559662.337208
  nChanged 10
		SP:Iteration 128Q (496.050000 sec): 3 clusters
  Score: Raw -46565945.180128 + Penalty 6282.422446 = -46559662.757682
  nChanged 9
		SP:Iteration 129Q (496.940000 sec): 3 clusters
  Score: Raw -46565945.528941 + Penalty 6282.422446 = -46559663.106494
  nChanged 7
		SP:Iteration 130Q (497.840000 sec): 3 clusters
  Score: Raw -46565945.903071 + Penalty 6282.422446 = -46559663.480624
  nChanged 10
		SP:Iteration 131Q (498.730000 sec): 3 clusters
  Score: Raw -46565946.269346 + Penalty 6282.422446 = -46559663.846899
  nChanged 9
		SP:Iteration 132Q (499.620000 sec): 3 clusters
  Score: Raw -46565946.782416 + Penalty 6282.422446 = -46559664.359970
  nChanged 10
		SP:Iteration 133Q (500.510000 sec): 3 clusters
  Score: Raw -46565947.324925 + Penalty 6282.422446 = -46559664.902478
  nChanged 11
		SP:Iteration 134Q (501.390000 sec): 3 clusters
  Score: Raw -46565947.906023 + Penalty 6282.422446 = -46559665.483577
  nChanged 12
		SP:Iteration 135Q (502.280000 sec): 3 clusters
  Score: Raw -46565948.402010 + Penalty 6282.422446 = -46559665.979563
  nChanged 13
		SP:Iteration 136Q (503.170000 sec): 3 clusters
  Score: Raw -46565949.035173 + Penalty 6282.422446 = -46559666.612727
  nChanged 13
		SP:Iteration 137Q (504.060000 sec): 3 clusters
  Score: Raw -46565949.757859 + Penalty 6282.422446 = -46559667.335412
  nChanged 13
		SP:Iteration 138Q (504.950000 sec): 3 clusters
  Score: Raw -46565950.248324 + Penalty 6282.422446 = -46559667.825878
  nChanged 10
		SP:Iteration 139Q (505.840000 sec): 3 clusters
  Score: Raw -46565950.559348 + Penalty 6282.422446 = -46559668.136902
  nChanged 11
		SP:Iteration 140F (507.040000 sec): 3 clusters
  Score: Raw -46565951.066721 + Penalty 6282.422446 = -46559668.644274
  nChanged 13
		SP:Iteration 141Q (507.940000 sec): 3 clusters
  Score: Raw -46565951.511836 + Penalty 6282.422446 = -46559669.089389
  nChanged 8
		SP:Iteration 142Q (508.830000 sec): 3 clusters
  Score: Raw -46565951.789417 + Penalty 6282.422446 = -46559669.366971
  nChanged 13
		SP:Iteration 143Q (509.720000 sec): 3 clusters
  Score: Raw -46565952.184550 + Penalty 6282.422446 = -46559669.762104
  nChanged 9
		SP:Iteration 144Q (510.610000 sec): 3 clusters
  Score: Raw -46565952.606027 + Penalty 6282.422446 = -46559670.183581
  nChanged 13
		SP:Iteration 145Q (511.500000 sec): 3 clusters
  Score: Raw -46565953.123494 + Penalty 6282.422446 = -46559670.701048
  nChanged 13
		SP:Iteration 146Q (512.390000 sec): 3 clusters
  Score: Raw -46565953.582814 + Penalty 6282.422446 = -46559671.160368
  nChanged 10
		SP:Iteration 147Q (513.280000 sec): 3 clusters
  Score: Raw -46565954.034440 + Penalty 6282.422446 = -46559671.611994
  nChanged 7
		SP:Iteration 148Q (514.170000 sec): 3 clusters
  Score: Raw -46565954.334628 + Penalty 6282.422446 = -46559671.912182
  nChanged 9
		SP:Iteration 149Q (515.060000 sec): 3 clusters
  Score: Raw -46565954.613313 + Penalty 6282.422446 = -46559672.190867
  nChanged 7
		SP:Iteration 150Q (515.950000 sec): 3 clusters
  Score: Raw -46565954.869644 + Penalty 6282.422446 = -46559672.447198
  nChanged 7
		SP:Iteration 151Q (516.840000 sec): 3 clusters
  Score: Raw -46565955.120718 + Penalty 6282.422446 = -46559672.698272
  nChanged 7
		SP:Iteration 152Q (517.730000 sec): 3 clusters
  Score: Raw -46565955.387793 + Penalty 6282.422446 = -46559672.965347
  nChanged 13
		SP:Iteration 153Q (518.620000 sec): 3 clusters
  Score: Raw -46565955.829020 + Penalty 6282.422446 = -46559673.406574
  nChanged 5
		SP:Iteration 154Q (519.510000 sec): 3 clusters
  Score: Raw -46565956.061295 + Penalty 6282.422446 = -46559673.638849
  nChanged 5
		SP:Iteration 155Q (520.400000 sec): 3 clusters
  Score: Raw -46565956.221268 + Penalty 6282.422446 = -46559673.798822
  nChanged 5
		SP:Iteration 156Q (521.290000 sec): 3 clusters
  Score: Raw -46565956.376608 + Penalty 6282.422446 = -46559673.954161
  nChanged 5
		SP:Iteration 157Q (522.180000 sec): 3 clusters
  Score: Raw -46565956.533609 + Penalty 6282.422446 = -46559674.111163
  nChanged 2
		SP:Iteration 158Q (523.080000 sec): 3 clusters
  Score: Raw -46565956.605982 + Penalty 6282.422446 = -46559674.183536
  nChanged 2
		SP:Iteration 159Q (523.970000 sec): 3 clusters
  Score: Raw -46565956.678410 + Penalty 6282.422446 = -46559674.255963
  nChanged 3
		SP:Iteration 160F (525.150000 sec): 3 clusters
  Score: Raw -46565956.761136 + Penalty 6282.422446 = -46559674.338690
  nChanged 2
		SP:Iteration 161Q (526.040000 sec): 3 clusters
  Score: Raw -46565956.844401 + Penalty 6282.422446 = -46559674.421955
  nChanged 1
		SP:Iteration 162Q (526.930000 sec): 3 clusters
  Score: Raw -46565956.875352 + Penalty 6282.422446 = -46559674.452906
  nChanged 0
		SP:Iteration 163F (528.120000 sec): 3 clusters
  Score: Raw -46565956.875352 + Penalty 6282.422446 = -46559674.452906
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (121806 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (528.590000 sec): 2 clusters
  Score: Raw -17728994.820269 + Penalty 2904.125854 = -17726090.694415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (529.060000 sec): 3 clusters
  Score: Raw -17650433.527057 + Penalty 5808.251707 = -17644625.275350
  nChanged 57877
		SP:Iteration 1F (529.520000 sec): 3 clusters
  Score: Raw -17683345.588440 + Penalty 5808.251707 = -17677537.336732
  nChanged 3380
		SP:Iteration 2Q (529.990000 sec): 3 clusters
  Score: Raw -17684030.626205 + Penalty 5808.251707 = -17678222.374497
  nChanged 3491
		SP:Iteration 3Q (530.470000 sec): 3 clusters
  Score: Raw -17684830.926463 + Penalty 5808.251707 = -17679022.674755
  nChanged 3739
		SP:Iteration 4Q (530.940000 sec): 3 clusters
  Score: Raw -17685805.810250 + Penalty 5808.251707 = -17679997.558542
  nChanged 4091
		SP:Iteration 5Q (531.410000 sec): 3 clusters
  Score: Raw -17687065.258069 + Penalty 5808.251707 = -17681257.006362
  nChanged 4597
		SP:Iteration 6Q (531.880000 sec): 3 clusters
  Score: Raw -17688736.001558 + Penalty 5808.251707 = -17682927.749851
  nChanged 5276
		SP:Iteration 7Q (532.360000 sec): 3 clusters
  Score: Raw -17691011.427931 + Penalty 5808.251707 = -17685203.176224
  nChanged 6068
		SP:Iteration 8Q (532.840000 sec): 3 clusters
  Score: Raw -17694098.019709 + Penalty 5808.251707 = -17688289.768001
  nChanged 6790
		SP:Iteration 9F (533.300000 sec): 3 clusters
  Score: Raw -17697975.156538 + Penalty 5808.251707 = -17692166.904831
  nChanged 7023
		SP:Iteration 10F (533.760000 sec): 3 clusters
  Score: Raw -17702137.239399 + Penalty 5808.251707 = -17696328.987691
  nChanged 6791
		SP:Iteration 11F (534.220000 sec): 3 clusters
  Score: Raw -17706159.798996 + Penalty 5808.251707 = -17700351.547288
  nChanged 6130
		SP:Iteration 12F (534.690000 sec): 3 clusters
  Score: Raw -17709545.503614 + Penalty 5808.251707 = -17703737.251906
  nChanged 5396
		SP:Iteration 13Q (535.150000 sec): 3 clusters
  Score: Raw -17712381.828915 + Penalty 5808.251707 = -17706573.577208
  nChanged 4503
		SP:Iteration 14Q (535.610000 sec): 3 clusters
  Score: Raw -17714611.125148 + Penalty 5808.251707 = -17708802.873441
  nChanged 3796
		SP:Iteration 15Q (536.070000 sec): 3 clusters
  Score: Raw -17716418.492247 + Penalty 5808.251707 = -17710610.240539
  nChanged 3257
		SP:Iteration 16Q (536.520000 sec): 3 clusters
  Score: Raw -17717940.163026 + Penalty 5808.251707 = -17712131.911319
  nChanged 2934
		SP:Iteration 17Q (536.970000 sec): 3 clusters
  Score: Raw -17719419.102258 + Penalty 5808.251707 = -17713610.850551
  nChanged 2867
		SP:Iteration 18Q (537.420000 sec): 3 clusters
  Score: Raw -17720929.432980 + Penalty 5808.251707 = -17715121.181272
  nChanged 2817
		SP:Iteration 19Q (537.870000 sec): 3 clusters
  Score: Raw -17722468.296408 + Penalty 5808.251707 = -17716660.044701
  nChanged 2793
		SP:Iteration 20F (538.330000 sec): 3 clusters
  Score: Raw -17723910.579266 + Penalty 5808.251707 = -17718102.327559
  nChanged 2639
		SP:Iteration 21Q (538.770000 sec): 3 clusters
  Score: Raw -17725182.948852 + Penalty 5808.251707 = -17719374.697145
  nChanged 2367
		SP:Iteration 22Q (539.210000 sec): 3 clusters
  Score: Raw -17726175.477193 + Penalty 5808.251707 = -17720367.225485
  nChanged 1996
		SP:Iteration 23Q (539.640000 sec): 3 clusters
  Score: Raw -17726968.999549 + Penalty 5808.251707 = -17721160.747841
  nChanged 1783
		SP:Iteration 24Q (540.080000 sec): 3 clusters
  Score: Raw -17727651.484586 + Penalty 5808.251707 = -17721843.232878
  nChanged 1610
		SP:Iteration 25Q (540.520000 sec): 3 clusters
  Score: Raw -17728161.679576 + Penalty 5808.251707 = -17722353.427869
  nChanged 1405
		SP:Iteration 26Q (540.950000 sec): 3 clusters
  Score: Raw -17728531.868764 + Penalty 5808.251707 = -17722723.617057
  nChanged 1164
		SP:Iteration 27Q (541.380000 sec): 3 clusters
  Score: Raw -17728805.646536 + Penalty 5808.251707 = -17722997.394828
  nChanged 1041
		SP:Iteration 28Q (541.810000 sec): 3 clusters
  Score: Raw -17729029.756939 + Penalty 5808.251707 = -17723221.505231
  nChanged 900
		SP:Iteration 29Q (542.240000 sec): 3 clusters
  Score: Raw -17729195.807360 + Penalty 5808.251707 = -17723387.555653
  nChanged 766
		SP:Iteration 30Q (542.670000 sec): 3 clusters
  Score: Raw -17729325.649680 + Penalty 5808.251707 = -17723517.397972
  nChanged 697
		SP:Iteration 31Q (543.100000 sec): 3 clusters
  Score: Raw -17729432.393596 + Penalty 5808.251707 = -17723624.141888
  nChanged 664
		SP:Iteration 32Q (543.530000 sec): 3 clusters
  Score: Raw -17729521.355960 + Penalty 5808.251707 = -17723713.104253
  nChanged 551
		SP:Iteration 33Q (543.950000 sec): 3 clusters
  Score: Raw -17729582.347085 + Penalty 5808.251707 = -17723774.095377
  nChanged 487
		SP:Iteration 34Q (544.380000 sec): 3 clusters
  Score: Raw -17729625.601979 + Penalty 5808.251707 = -17723817.350271
  nChanged 396
		SP:Iteration 35Q (544.800000 sec): 3 clusters
  Score: Raw -17729655.381307 + Penalty 5808.251707 = -17723847.129599
  nChanged 340
		SP:Iteration 36Q (545.220000 sec): 3 clusters
  Score: Raw -17729677.592758 + Penalty 5808.251707 = -17723869.341050
  nChanged 294
		SP:Iteration 37Q (545.650000 sec): 3 clusters
  Score: Raw -17729695.312619 + Penalty 5808.251707 = -17723887.060912
  nChanged 253
		SP:Iteration 38Q (546.070000 sec): 3 clusters
  Score: Raw -17729709.949923 + Penalty 5808.251707 = -17723901.698215
  nChanged 224
		SP:Iteration 39Q (546.490000 sec): 3 clusters
  Score: Raw -17729722.229476 + Penalty 5808.251707 = -17723913.977769
  nChanged 190
		SP:Iteration 40F (546.960000 sec): 3 clusters
  Score: Raw -17729736.099635 + Penalty 5808.251707 = -17723927.847927
  nChanged 194
		SP:Iteration 41Q (547.390000 sec): 3 clusters
  Score: Raw -17729745.573012 + Penalty 5808.251707 = -17723937.321305
  nChanged 183
		SP:Iteration 42Q (547.820000 sec): 3 clusters
  Score: Raw -17729754.503127 + Penalty 5808.251707 = -17723946.251419
  nChanged 203
		SP:Iteration 43Q (548.260000 sec): 3 clusters
  Score: Raw -17729764.937298 + Penalty 5808.251707 = -17723956.685591
  nChanged 183
		SP:Iteration 44Q (548.700000 sec): 3 clusters
  Score: Raw -17729773.200058 + Penalty 5808.251707 = -17723964.948350
  nChanged 168
		SP:Iteration 45Q (549.130000 sec): 3 clusters
  Score: Raw -17729781.188354 + Penalty 5808.251707 = -17723972.936646
  nChanged 154
		SP:Iteration 46Q (549.560000 sec): 3 clusters
  Score: Raw -17729788.491227 + Penalty 5808.251707 = -17723980.239519
  nChanged 155
		SP:Iteration 47Q (549.990000 sec): 3 clusters
  Score: Raw -17729795.517642 + Penalty 5808.251707 = -17723987.265935
  nChanged 149
		SP:Iteration 48Q (550.430000 sec): 3 clusters
  Score: Raw -17729802.022984 + Penalty 5808.251707 = -17723993.771277
  nChanged 129
		SP:Iteration 49Q (550.860000 sec): 3 clusters
  Score: Raw -17729806.443184 + Penalty 5808.251707 = -17723998.191477
  nChanged 110
		SP:Iteration 50Q (551.300000 sec): 3 clusters
  Score: Raw -17729809.910911 + Penalty 5808.251707 = -17724001.659203
  nChanged 95
		SP:Iteration 51Q (551.740000 sec): 3 clusters
  Score: Raw -17729812.525872 + Penalty 5808.251707 = -17724004.274165
  nChanged 74
		SP:Iteration 52Q (552.170000 sec): 3 clusters
  Score: Raw -17729814.334917 + Penalty 5808.251707 = -17724006.083210
  nChanged 70
		SP:Iteration 53Q (552.610000 sec): 3 clusters
  Score: Raw -17729815.840457 + Penalty 5808.251707 = -17724007.588750
  nChanged 53
		SP:Iteration 54Q (553.040000 sec): 3 clusters
  Score: Raw -17729816.886351 + Penalty 5808.251707 = -17724008.634643
  nChanged 53
		SP:Iteration 55Q (553.470000 sec): 3 clusters
  Score: Raw -17729818.053800 + Penalty 5808.251707 = -17724009.802092
  nChanged 53
		SP:Iteration 56Q (553.910000 sec): 3 clusters
  Score: Raw -17729819.365038 + Penalty 5808.251707 = -17724011.113330
  nChanged 46
		SP:Iteration 57Q (554.340000 sec): 3 clusters
  Score: Raw -17729820.664664 + Penalty 5808.251707 = -17724012.412956
  nChanged 46
		SP:Iteration 58Q (554.770000 sec): 3 clusters
  Score: Raw -17729821.956900 + Penalty 5808.251707 = -17724013.705192
  nChanged 48
		SP:Iteration 59Q (555.210000 sec): 3 clusters
  Score: Raw -17729823.223908 + Penalty 5808.251707 = -17724014.972200
  nChanged 45
		SP:Iteration 60F (555.670000 sec): 3 clusters
  Score: Raw -17729824.216736 + Penalty 5808.251707 = -17724015.965028
  nChanged 40
		SP:Iteration 61Q (556.110000 sec): 3 clusters
  Score: Raw -17729825.006767 + Penalty 5808.251707 = -17724016.755060
  nChanged 37
		SP:Iteration 62Q (556.550000 sec): 3 clusters
  Score: Raw -17729825.757417 + Penalty 5808.251707 = -17724017.505709
  nChanged 32
		SP:Iteration 63Q (556.980000 sec): 3 clusters
  Score: Raw -17729826.340538 + Penalty 5808.251707 = -17724018.088831
  nChanged 25
		SP:Iteration 64Q (557.410000 sec): 3 clusters
  Score: Raw -17729826.816499 + Penalty 5808.251707 = -17724018.564791
  nChanged 26
		SP:Iteration 65Q (557.850000 sec): 3 clusters
  Score: Raw -17729827.243687 + Penalty 5808.251707 = -17724018.991980
  nChanged 22
		SP:Iteration 66Q (558.280000 sec): 3 clusters
  Score: Raw -17729827.517084 + Penalty 5808.251707 = -17724019.265377
  nChanged 11
		SP:Iteration 67Q (558.720000 sec): 3 clusters
  Score: Raw -17729827.733236 + Penalty 5808.251707 = -17724019.481529
  nChanged 13
		SP:Iteration 68Q (559.150000 sec): 3 clusters
  Score: Raw -17729827.991146 + Penalty 5808.251707 = -17724019.739438
  nChanged 13
		SP:Iteration 69Q (559.590000 sec): 3 clusters
  Score: Raw -17729828.189840 + Penalty 5808.251707 = -17724019.938133
  nChanged 16
		SP:Iteration 70Q (560.020000 sec): 3 clusters
  Score: Raw -17729828.474643 + Penalty 5808.251707 = -17724020.222936
  nChanged 17
		SP:Iteration 71Q (560.460000 sec): 3 clusters
  Score: Raw -17729828.776259 + Penalty 5808.251707 = -17724020.524552
  nChanged 16
		SP:Iteration 72Q (560.890000 sec): 3 clusters
  Score: Raw -17729829.013342 + Penalty 5808.251707 = -17724020.761634
  nChanged 14
		SP:Iteration 73Q (561.330000 sec): 3 clusters
  Score: Raw -17729829.217574 + Penalty 5808.251707 = -17724020.965866
  nChanged 12
		SP:Iteration 74Q (561.760000 sec): 3 clusters
  Score: Raw -17729829.464785 + Penalty 5808.251707 = -17724021.213077
  nChanged 18
		SP:Iteration 75Q (562.200000 sec): 3 clusters
  Score: Raw -17729829.881418 + Penalty 5808.251707 = -17724021.629711
  nChanged 20
		SP:Iteration 76Q (562.640000 sec): 3 clusters
  Score: Raw -17729830.283526 + Penalty 5808.251707 = -17724022.031818
  nChanged 25
		SP:Iteration 77Q (563.070000 sec): 3 clusters
  Score: Raw -17729830.766265 + Penalty 5808.251707 = -17724022.514558
  nChanged 22
		SP:Iteration 78Q (563.510000 sec): 3 clusters
  Score: Raw -17729831.156484 + Penalty 5808.251707 = -17724022.904777
  nChanged 20
		SP:Iteration 79Q (563.940000 sec): 3 clusters
  Score: Raw -17729831.453461 + Penalty 5808.251707 = -17724023.201754
  nChanged 16
		SP:Iteration 80F (564.400000 sec): 3 clusters
  Score: Raw -17729831.644742 + Penalty 5808.251707 = -17724023.393034
  nChanged 13
		SP:Iteration 81Q (564.840000 sec): 3 clusters
  Score: Raw -17729831.783571 + Penalty 5808.251707 = -17724023.531864
  nChanged 7
		SP:Iteration 82Q (565.270000 sec): 3 clusters
  Score: Raw -17729831.870539 + Penalty 5808.251707 = -17724023.618831
  nChanged 8
		SP:Iteration 83Q (565.710000 sec): 3 clusters
  Score: Raw -17729831.976529 + Penalty 5808.251707 = -17724023.724821
  nChanged 10
		SP:Iteration 84Q (566.140000 sec): 3 clusters
  Score: Raw -17729832.147156 + Penalty 5808.251707 = -17724023.895449
  nChanged 12
		SP:Iteration 85Q (566.580000 sec): 3 clusters
  Score: Raw -17729832.369196 + Penalty 5808.251707 = -17724024.117488
  nChanged 11
		SP:Iteration 86Q (567.020000 sec): 3 clusters
  Score: Raw -17729832.514929 + Penalty 5808.251707 = -17724024.263221
  nChanged 10
		SP:Iteration 87Q (567.450000 sec): 3 clusters
  Score: Raw -17729832.647275 + Penalty 5808.251707 = -17724024.395567
  nChanged 13
		SP:Iteration 88Q (567.890000 sec): 3 clusters
  Score: Raw -17729832.794548 + Penalty 5808.251707 = -17724024.542840
  nChanged 10
		SP:Iteration 89Q (568.320000 sec): 3 clusters
  Score: Raw -17729832.897850 + Penalty 5808.251707 = -17724024.646143
  nChanged 6
		SP:Iteration 90Q (568.760000 sec): 3 clusters
  Score: Raw -17729832.978677 + Penalty 5808.251707 = -17724024.726969
  nChanged 5
		SP:Iteration 91Q (569.190000 sec): 3 clusters
  Score: Raw -17729833.028332 + Penalty 5808.251707 = -17724024.776625
  nChanged 6
		SP:Iteration 92Q (569.630000 sec): 3 clusters
  Score: Raw -17729833.077578 + Penalty 5808.251707 = -17724024.825870
  nChanged 6
		SP:Iteration 93Q (570.070000 sec): 3 clusters
  Score: Raw -17729833.176197 + Penalty 5808.251707 = -17724024.924490
  nChanged 7
		SP:Iteration 94Q (570.500000 sec): 3 clusters
  Score: Raw -17729833.280474 + Penalty 5808.251707 = -17724025.028766
  nChanged 5
		SP:Iteration 95Q (570.940000 sec): 3 clusters
  Score: Raw -17729833.355528 + Penalty 5808.251707 = -17724025.103820
  nChanged 5
		SP:Iteration 96Q (571.370000 sec): 3 clusters
  Score: Raw -17729833.442117 + Penalty 5808.251707 = -17724025.190409
  nChanged 1
		SP:Iteration 97Q (571.800000 sec): 3 clusters
  Score: Raw -17729833.466471 + Penalty 5808.251707 = -17724025.214763
  nChanged 1
		SP:Iteration 98Q (572.230000 sec): 3 clusters
  Score: Raw -17729833.478016 + Penalty 5808.251707 = -17724025.226308
  nChanged 3
		SP:Iteration 99Q (572.670000 sec): 3 clusters
  Score: Raw -17729833.505160 + Penalty 5808.251707 = -17724025.253453
  nChanged 0
		SP:Iteration 100F (573.130000 sec): 3 clusters
  Score: Raw -17729833.505160 + Penalty 5808.251707 = -17724025.253453
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (17754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (573.240000 sec): 2 clusters
  Score: Raw -2677111.127791 + Penalty 2426.522798 = -2674684.604993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (573.300000 sec): 3 clusters
  Score: Raw -2666946.952721 + Penalty 4853.045596 = -2662093.907125
  nChanged 7787
		SP:Iteration 1F (573.370000 sec): 3 clusters
  Score: Raw -2671071.433821 + Penalty 4853.045596 = -2666218.388225
  nChanged 994
		SP:Iteration 2F (573.430000 sec): 3 clusters
  Score: Raw -2671518.730736 + Penalty 4853.045596 = -2666665.685140
  nChanged 907
		SP:Iteration 3F (573.490000 sec): 3 clusters
  Score: Raw -2671914.088464 + Penalty 4853.045596 = -2667061.042868
  nChanged 804
		SP:Iteration 4Q (573.560000 sec): 3 clusters
  Score: Raw -2672305.804589 + Penalty 4853.045596 = -2667452.758992
  nChanged 805
		SP:Iteration 5Q (573.630000 sec): 3 clusters
  Score: Raw -2672775.583382 + Penalty 4853.045596 = -2667922.537786
  nChanged 843
		SP:Iteration 6Q (573.700000 sec): 3 clusters
  Score: Raw -2673265.627126 + Penalty 4853.045596 = -2668412.581530
  nChanged 869
		SP:Iteration 7Q (573.760000 sec): 3 clusters
  Score: Raw -2673832.646636 + Penalty 4853.045596 = -2668979.601040
  nChanged 923
		SP:Iteration 8F (573.820000 sec): 3 clusters
  Score: Raw -2674429.090207 + Penalty 4853.045596 = -2669576.044611
  nChanged 920
		SP:Iteration 9F (573.890000 sec): 3 clusters
  Score: Raw -2675046.607595 + Penalty 4853.045596 = -2670193.561999
  nChanged 826
		SP:Iteration 10Q (573.950000 sec): 3 clusters
  Score: Raw -2675613.630161 + Penalty 4853.045596 = -2670760.584565
  nChanged 723
		SP:Iteration 11Q (574.020000 sec): 3 clusters
  Score: Raw -2676116.171335 + Penalty 4853.045596 = -2671263.125739
  nChanged 620
		SP:Iteration 12Q (574.080000 sec): 3 clusters
  Score: Raw -2676512.448643 + Penalty 4853.045596 = -2671659.403047
  nChanged 502
		SP:Iteration 13Q (574.140000 sec): 3 clusters
  Score: Raw -2676785.869899 + Penalty 4853.045596 = -2671932.824302
  nChanged 368
		SP:Iteration 14Q (574.200000 sec): 3 clusters
  Score: Raw -2676963.313829 + Penalty 4853.045596 = -2672110.268232
  nChanged 285
		SP:Iteration 15Q (574.260000 sec): 3 clusters
  Score: Raw -2677087.337417 + Penalty 4853.045596 = -2672234.291821
  nChanged 237
		SP:Iteration 16Q (574.330000 sec): 3 clusters
  Score: Raw -2677190.552227 + Penalty 4853.045596 = -2672337.506631
  nChanged 217
		SP:Iteration 17Q (574.380000 sec): 3 clusters
  Score: Raw -2677273.774789 + Penalty 4853.045596 = -2672420.729193
  nChanged 169
		SP:Iteration 18Q (574.440000 sec): 3 clusters
  Score: Raw -2677331.750636 + Penalty 4853.045596 = -2672478.705040
  nChanged 134
		SP:Iteration 19Q (574.500000 sec): 3 clusters
  Score: Raw -2677374.268089 + Penalty 4853.045596 = -2672521.222493
  nChanged 117
		SP:Iteration 20F (574.570000 sec): 3 clusters
  Score: Raw -2677410.878292 + Penalty 4853.045596 = -2672557.832695
  nChanged 99
		SP:Iteration 21Q (574.620000 sec): 3 clusters
  Score: Raw -2677435.082940 + Penalty 4853.045596 = -2672582.037344
  nChanged 82
		SP:Iteration 22Q (574.680000 sec): 3 clusters
  Score: Raw -2677454.849279 + Penalty 4853.045596 = -2672601.803682
  nChanged 83
		SP:Iteration 23Q (574.740000 sec): 3 clusters
  Score: Raw -2677474.471722 + Penalty 4853.045596 = -2672621.426126
  nChanged 91
		SP:Iteration 24Q (574.800000 sec): 3 clusters
  Score: Raw -2677498.871935 + Penalty 4853.045596 = -2672645.826339
  nChanged 82
		SP:Iteration 25Q (574.850000 sec): 3 clusters
  Score: Raw -2677517.136901 + Penalty 4853.045596 = -2672664.091304
  nChanged 69
		SP:Iteration 26Q (574.910000 sec): 3 clusters
  Score: Raw -2677529.764117 + Penalty 4853.045596 = -2672676.718521
  nChanged 45
		SP:Iteration 27Q (574.960000 sec): 3 clusters
  Score: Raw -2677538.140500 + Penalty 4853.045596 = -2672685.094903
  nChanged 34
		SP:Iteration 28Q (575.020000 sec): 3 clusters
  Score: Raw -2677544.238718 + Penalty 4853.045596 = -2672691.193122
  nChanged 39
		SP:Iteration 29Q (575.080000 sec): 3 clusters
  Score: Raw -2677550.635490 + Penalty 4853.045596 = -2672697.589894
  nChanged 31
		SP:Iteration 30Q (575.130000 sec): 3 clusters
  Score: Raw -2677556.347483 + Penalty 4853.045596 = -2672703.301887
  nChanged 27
		SP:Iteration 31Q (575.190000 sec): 3 clusters
  Score: Raw -2677560.991120 + Penalty 4853.045596 = -2672707.945523
  nChanged 26
		SP:Iteration 32Q (575.240000 sec): 3 clusters
  Score: Raw -2677564.879454 + Penalty 4853.045596 = -2672711.833858
  nChanged 24
		SP:Iteration 33Q (575.300000 sec): 3 clusters
  Score: Raw -2677568.219503 + Penalty 4853.045596 = -2672715.173906
  nChanged 23
		SP:Iteration 34Q (575.360000 sec): 3 clusters
  Score: Raw -2677571.806700 + Penalty 4853.045596 = -2672718.761104
  nChanged 17
		SP:Iteration 35Q (575.410000 sec): 3 clusters
  Score: Raw -2677574.780436 + Penalty 4853.045596 = -2672721.734839
  nChanged 22
		SP:Iteration 36Q (575.460000 sec): 3 clusters
  Score: Raw -2677578.123710 + Penalty 4853.045596 = -2672725.078113
  nChanged 19
		SP:Iteration 37Q (575.520000 sec): 3 clusters
  Score: Raw -2677581.255895 + Penalty 4853.045596 = -2672728.210299
  nChanged 12
		SP:Iteration 38Q (575.580000 sec): 3 clusters
  Score: Raw -2677582.980868 + Penalty 4853.045596 = -2672729.935272
  nChanged 11
		SP:Iteration 39Q (575.630000 sec): 3 clusters
  Score: Raw -2677584.501760 + Penalty 4853.045596 = -2672731.456164
  nChanged 7
		SP:Iteration 40F (575.700000 sec): 3 clusters
  Score: Raw -2677585.479590 + Penalty 4853.045596 = -2672732.433993
  nChanged 5
		SP:Iteration 41Q (575.750000 sec): 3 clusters
  Score: Raw -2677586.030021 + Penalty 4853.045596 = -2672732.984425
  nChanged 4
		SP:Iteration 42Q (575.810000 sec): 3 clusters
  Score: Raw -2677586.901173 + Penalty 4853.045596 = -2672733.855577
  nChanged 6
		SP:Iteration 43Q (575.860000 sec): 3 clusters
  Score: Raw -2677587.679320 + Penalty 4853.045596 = -2672734.633724
  nChanged 5
		SP:Iteration 44Q (575.920000 sec): 3 clusters
  Score: Raw -2677588.557884 + Penalty 4853.045596 = -2672735.512287
  nChanged 7
		SP:Iteration 45Q (575.970000 sec): 3 clusters
  Score: Raw -2677589.415895 + Penalty 4853.045596 = -2672736.370299
  nChanged 3
		SP:Iteration 46Q (576.030000 sec): 3 clusters
  Score: Raw -2677589.669420 + Penalty 4853.045596 = -2672736.623824
  nChanged 2
		SP:Iteration 47Q (576.080000 sec): 3 clusters
  Score: Raw -2677589.897577 + Penalty 4853.045596 = -2672736.851981
  nChanged 3
		SP:Iteration 48Q (576.140000 sec): 3 clusters
  Score: Raw -2677590.239952 + Penalty 4853.045596 = -2672737.194356
  nChanged 1
		SP:Iteration 49Q (576.200000 sec): 3 clusters
  Score: Raw -2677590.399528 + Penalty 4853.045596 = -2672737.353932
  nChanged 2
		SP:Iteration 50Q (576.250000 sec): 3 clusters
  Score: Raw -2677590.680607 + Penalty 4853.045596 = -2672737.635011
  nChanged 3
		SP:Iteration 51Q (576.300000 sec): 3 clusters
  Score: Raw -2677590.930883 + Penalty 4853.045596 = -2672737.885287
  nChanged 0
		SP:Iteration 52F (576.370000 sec): 3 clusters
  Score: Raw -2677590.930883 + Penalty 4853.045596 = -2672737.885287
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (8108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (576.400000 sec): 2 clusters
  Score: Raw -1148582.462282 + Penalty 2232.150414 = -1146350.311868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (576.430000 sec): 3 clusters
  Score: Raw -1144394.039099 + Penalty 4464.300828 = -1139929.738272
  nChanged 3278
		SP:Iteration 1F (576.460000 sec): 3 clusters
  Score: Raw -1146212.503152 + Penalty 4464.300828 = -1141748.202324
  nChanged 526
		SP:Iteration 2F (576.490000 sec): 3 clusters
  Score: Raw -1146506.745780 + Penalty 4464.300828 = -1142042.444953
  nChanged 419
		SP:Iteration 3F (576.520000 sec): 3 clusters
  Score: Raw -1146711.629413 + Penalty 4464.300828 = -1142247.328585
  nChanged 309
		SP:Iteration 4Q (576.550000 sec): 3 clusters
  Score: Raw -1146856.463754 + Penalty 4464.300828 = -1142392.162926
  nChanged 288
		SP:Iteration 5Q (576.580000 sec): 3 clusters
  Score: Raw -1147008.912079 + Penalty 4464.300828 = -1142544.611252
  nChanged 294
		SP:Iteration 6Q (576.610000 sec): 3 clusters
  Score: Raw -1147167.871315 + Penalty 4464.300828 = -1142703.570488
  nChanged 295
		SP:Iteration 7Q (576.640000 sec): 3 clusters
  Score: Raw -1147341.133813 + Penalty 4464.300828 = -1142876.832985
  nChanged 296
		SP:Iteration 8Q (576.670000 sec): 3 clusters
  Score: Raw -1147525.624012 + Penalty 4464.300828 = -1143061.323184
  nChanged 277
		SP:Iteration 9Q (576.700000 sec): 3 clusters
  Score: Raw -1147710.116162 + Penalty 4464.300828 = -1143245.815334
  nChanged 282
		SP:Iteration 10Q (576.720000 sec): 3 clusters
  Score: Raw -1147912.048845 + Penalty 4464.300828 = -1143447.748017
  nChanged 291
		SP:Iteration 11Q (576.750000 sec): 3 clusters
  Score: Raw -1148148.721251 + Penalty 4464.300828 = -1143684.420423
  nChanged 275
		SP:Iteration 12Q (576.780000 sec): 3 clusters
  Score: Raw -1148370.212639 + Penalty 4464.300828 = -1143905.911811
  nChanged 246
		SP:Iteration 13Q (576.810000 sec): 3 clusters
  Score: Raw -1148580.481976 + Penalty 4464.300828 = -1144116.181148
  nChanged 226
		SP:Iteration 14Q (576.840000 sec): 3 clusters
  Score: Raw -1148782.918388 + Penalty 4464.300828 = -1144318.617561
  nChanged 178
		SP:Iteration 15Q (576.860000 sec): 3 clusters
  Score: Raw -1148944.215112 + Penalty 4464.300828 = -1144479.914284
  nChanged 174
		SP:Iteration 16Q (576.890000 sec): 3 clusters
  Score: Raw -1149117.234292 + Penalty 4464.300828 = -1144652.933464
  nChanged 155
		SP:Iteration 17Q (576.920000 sec): 3 clusters
  Score: Raw -1149260.247078 + Penalty 4464.300828 = -1144795.946250
  nChanged 121
		SP:Iteration 18Q (576.940000 sec): 3 clusters
  Score: Raw -1149370.512756 + Penalty 4464.300828 = -1144906.211928
  nChanged 109
		SP:Iteration 19Q (576.970000 sec): 3 clusters
  Score: Raw -1149487.683965 + Penalty 4464.300828 = -1145023.383138
  nChanged 137
		SP:Iteration 20F (577.000000 sec): 3 clusters
  Score: Raw -1149583.068869 + Penalty 4464.300828 = -1145118.768042
  nChanged 101
		SP:Iteration 21Q (577.020000 sec): 3 clusters
  Score: Raw -1149646.885797 + Penalty 4464.300828 = -1145182.584969
  nChanged 64
		SP:Iteration 22Q (577.050000 sec): 3 clusters
  Score: Raw -1149678.283994 + Penalty 4464.300828 = -1145213.983166
  nChanged 46
		SP:Iteration 23Q (577.070000 sec): 3 clusters
  Score: Raw -1149699.460477 + Penalty 4464.300828 = -1145235.159649
  nChanged 38
		SP:Iteration 24Q (577.100000 sec): 3 clusters
  Score: Raw -1149711.825038 + Penalty 4464.300828 = -1145247.524210
  nChanged 21
		SP:Iteration 25Q (577.120000 sec): 3 clusters
  Score: Raw -1149720.604526 + Penalty 4464.300828 = -1145256.303698
  nChanged 13
		SP:Iteration 26Q (577.150000 sec): 3 clusters
  Score: Raw -1149724.407066 + Penalty 4464.300828 = -1145260.106239
  nChanged 16
		SP:Iteration 27Q (577.170000 sec): 3 clusters
  Score: Raw -1149729.730501 + Penalty 4464.300828 = -1145265.429673
  nChanged 11
		SP:Iteration 28Q (577.200000 sec): 3 clusters
  Score: Raw -1149733.465655 + Penalty 4464.300828 = -1145269.164828
  nChanged 8
		SP:Iteration 29Q (577.220000 sec): 3 clusters
  Score: Raw -1149735.653165 + Penalty 4464.300828 = -1145271.352337
  nChanged 5
		SP:Iteration 30Q (577.240000 sec): 3 clusters
  Score: Raw -1149737.104044 + Penalty 4464.300828 = -1145272.803216
  nChanged 3
		SP:Iteration 31Q (577.270000 sec): 3 clusters
  Score: Raw -1149738.062702 + Penalty 4464.300828 = -1145273.761874
  nChanged 2
		SP:Iteration 32Q (577.300000 sec): 3 clusters
  Score: Raw -1149738.776348 + Penalty 4464.300828 = -1145274.475520
  nChanged 3
		SP:Iteration 33Q (577.320000 sec): 3 clusters
  Score: Raw -1149739.863631 + Penalty 4464.300828 = -1145275.562803
  nChanged 4
		SP:Iteration 34Q (577.340000 sec): 3 clusters
  Score: Raw -1149740.906309 + Penalty 4464.300828 = -1145276.605481
  nChanged 3
		SP:Iteration 35Q (577.370000 sec): 3 clusters
  Score: Raw -1149742.044701 + Penalty 4464.300828 = -1145277.743873
  nChanged 3
		SP:Iteration 36Q (577.390000 sec): 3 clusters
  Score: Raw -1149742.694331 + Penalty 4464.300828 = -1145278.393503
  nChanged 1
		SP:Iteration 37Q (577.420000 sec): 3 clusters
  Score: Raw -1149742.871757 + Penalty 4464.300828 = -1145278.570930
  nChanged 0
		SP:Iteration 38F (577.450000 sec): 3 clusters
  Score: Raw -1149742.871757 + Penalty 4464.300828 = -1145278.570930
  nChanged 0
Iteration 20F (601.380000 sec): 22 clusters
  Score: Raw -117467146.010613 + Penalty 70868.408463 = -117396277.602150
  nChanged 13151
Iteration 21Q (609.330000 sec): 22 clusters
  Score: Raw -117480321.324480 + Penalty 70868.408463 = -117409452.916016
  nChanged 10091
Iteration 22Q (616.910000 sec): 22 clusters
  Score: Raw -117483520.126695 + Penalty 70868.408463 = -117412651.718232
  nChanged 8773
Iteration 23Q (624.380000 sec): 22 clusters
  Score: Raw -117485724.769856 + Penalty 70868.408463 = -117414856.361393
  nChanged 7731
Iteration 24Q (631.830000 sec): 22 clusters
  Score: Raw -117487354.244498 + Penalty 70868.408463 = -117416485.836035
  nChanged 6807
Iteration 25Q (639.250000 sec): 22 clusters
  Score: Raw -117488689.719103 + Penalty 70868.408463 = -117417821.310640
  nChanged 6238
Iteration 26Q (646.640000 sec): 22 clusters
  Score: Raw -117489996.137717 + Penalty 70868.408463 = -117419127.729253
  nChanged 5758
Iteration 27Q (654.040000 sec): 22 clusters
  Score: Raw -117491083.150551 + Penalty 70868.408463 = -117420214.742088
  nChanged 5351
Iteration 28Q (661.420000 sec): 22 clusters
  Score: Raw -117491914.371092 + Penalty 70868.408463 = -117421045.962629
  nChanged 5013
Iteration 29Q (668.770000 sec): 22 clusters
  Score: Raw -117492657.884777 + Penalty 70868.408463 = -117421789.476314
  nChanged 4796
Iteration 30Q (676.110000 sec): 22 clusters
  Score: Raw -117493310.571121 + Penalty 70868.408463 = -117422442.162657
  nChanged 4591
Iteration 31Q (683.420000 sec): 22 clusters
  Score: Raw -117493896.317894 + Penalty 70868.408463 = -117423027.909430
  nChanged 4358
Iteration 32Q (690.720000 sec): 22 clusters
  Score: Raw -117494445.958750 + Penalty 70868.408463 = -117423577.550286
  nChanged 4220
Iteration 33Q (698.040000 sec): 22 clusters
  Score: Raw -117494961.984438 + Penalty 70868.408463 = -117424093.575975
  nChanged 4065
Iteration 34Q (705.380000 sec): 22 clusters
  Score: Raw -117495451.103215 + Penalty 70868.408463 = -117424582.694752
  nChanged 3974
Iteration 35Q (712.680000 sec): 22 clusters
  Score: Raw -117495932.318738 + Penalty 70868.408463 = -117425063.910275
  nChanged 3886
Iteration 36Q (719.970000 sec): 22 clusters
  Score: Raw -117496404.769275 + Penalty 70868.408463 = -117425536.360812
  nChanged 3802
Iteration 37Q (727.250000 sec): 22 clusters
  Score: Raw -117496850.294640 + Penalty 70868.408463 = -117425981.886177
  nChanged 3701
Iteration 38Q (734.540000 sec): 22 clusters
  Score: Raw -117497257.209101 + Penalty 70868.408463 = -117426388.800638
  nChanged 3654
Iteration 39Q (741.800000 sec): 22 clusters
  Score: Raw -117497645.721851 + Penalty 70868.408463 = -117426777.313388
  nChanged 3628
Iteration 40F (765.570000 sec): 22 clusters
  Score: Raw -117503501.555366 + Penalty 70868.408463 = -117432633.146903
  nChanged 3920
Iteration 41Q (773.160000 sec): 22 clusters
  Score: Raw -117508333.066499 + Penalty 70868.408463 = -117437464.658036
  nChanged 3826
Iteration 42Q (780.750000 sec): 22 clusters
  Score: Raw -117509235.778553 + Penalty 70868.408463 = -117438367.370090
  nChanged 3771
Iteration 43Q (788.300000 sec): 22 clusters
  Score: Raw -117509967.189150 + Penalty 70868.408463 = -117439098.780687
  nChanged 3975
Iteration 44Q (795.890000 sec): 22 clusters
  Score: Raw -117510519.043151 + Penalty 70868.408463 = -117439650.634688
  nChanged 4026
Iteration 45Q (803.430000 sec): 22 clusters
  Score: Raw -117511203.263135 + Penalty 70868.408463 = -117440334.854672
  nChanged 3999
Iteration 46Q (810.980000 sec): 22 clusters
  Score: Raw -117511909.685521 + Penalty 70868.408463 = -117441041.277057
  nChanged 3996
Iteration 47Q (818.520000 sec): 22 clusters
  Score: Raw -117512618.958021 + Penalty 70868.408463 = -117441750.549557
  nChanged 3971
Iteration 48Q (826.050000 sec): 22 clusters
  Score: Raw -117513507.374515 + Penalty 70868.408463 = -117442638.966052
  nChanged 4014
Iteration 49Q (833.580000 sec): 22 clusters
  Score: Raw -117513885.656062 + Penalty 70868.408463 = -117443017.247599
  nChanged 4013
Iteration 50Q (841.100000 sec): 22 clusters
  Score: Raw -117514245.912503 + Penalty 70868.408463 = -117443377.504040
  nChanged 4179
Iteration 51Q (848.620000 sec): 22 clusters
  Score: Raw -117514622.420394 + Penalty 70868.408463 = -117443754.011931
  nChanged 4231
Iteration 52Q (856.130000 sec): 22 clusters
  Score: Raw -117515019.218435 + Penalty 70868.408463 = -117444150.809972
  nChanged 4440
Iteration 53Q (863.640000 sec): 22 clusters
  Score: Raw -117515453.117096 + Penalty 70868.408463 = -117444584.708633
  nChanged 4599
Iteration 54Q (871.150000 sec): 22 clusters
  Score: Raw -117515938.834778 + Penalty 70868.408463 = -117445070.426314
  nChanged 4983
Iteration 55Q (878.670000 sec): 22 clusters
  Score: Raw -117516514.705281 + Penalty 70868.408463 = -117445646.296818
  nChanged 5408
Iteration 56Q (886.220000 sec): 22 clusters
  Score: Raw -117517221.106149 + Penalty 70868.408463 = -117446352.697685
  nChanged 5893
Iteration 57Q (893.760000 sec): 22 clusters
  Score: Raw -117518076.207016 + Penalty 70868.408463 = -117447207.798553
  nChanged 6478
Iteration 58Q (901.300000 sec): 22 clusters
  Score: Raw -117519123.596388 + Penalty 70868.408463 = -117448255.187924
  nChanged 7103
Writing temp clu file 
Because OldScore, -117447207.798553, is greater than current (better) Score,-117448255.187924 
 Compute initial score before splitting:   Score: Raw -117519123.596388 + Penalty 70868.408463 = -117448255.187924
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (1300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.460000 sec): 2 clusters
  Score: Raw -189433.906082 + Penalty 1778.189647 = -187655.716435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.470000 sec): 3 clusters
  Score: Raw -189023.702042 + Penalty 3556.379294 = -185467.322748
  nChanged 362
		SP:Iteration 1F (901.480000 sec): 3 clusters
  Score: Raw -189325.263470 + Penalty 3556.379294 = -185768.884176
  nChanged 84
		SP:Iteration 2F (901.480000 sec): 3 clusters
  Score: Raw -189411.472400 + Penalty 3556.379294 = -185855.093106
  nChanged 40
		SP:Iteration 3Q (901.480000 sec): 3 clusters
  Score: Raw -189453.589720 + Penalty 3556.379294 = -185897.210426
  nChanged 24
		SP:Iteration 4Q (901.490000 sec): 3 clusters
  Score: Raw -189484.640767 + Penalty 3556.379294 = -185928.261473
  nChanged 18
		SP:Iteration 5Q (901.500000 sec): 3 clusters
  Score: Raw -189504.428618 + Penalty 3556.379294 = -185948.049324
  nChanged 13
		SP:Iteration 6Q (901.500000 sec): 3 clusters
  Score: Raw -189521.789684 + Penalty 3556.379294 = -185965.410390
  nChanged 20
		SP:Iteration 7Q (901.500000 sec): 3 clusters
  Score: Raw -189539.324066 + Penalty 3556.379294 = -185982.944772
  nChanged 9
		SP:Iteration 8Q (901.510000 sec): 3 clusters
  Score: Raw -189548.663909 + Penalty 3556.379294 = -185992.284616
  nChanged 11
		SP:Iteration 9Q (901.520000 sec): 3 clusters
  Score: Raw -189558.763303 + Penalty 3556.379294 = -186002.384010
  nChanged 13
		SP:Iteration 10Q (901.520000 sec): 3 clusters
  Score: Raw -189570.255187 + Penalty 3556.379294 = -186013.875893
  nChanged 12
		SP:Iteration 11Q (901.520000 sec): 3 clusters
  Score: Raw -189581.442520 + Penalty 3556.379294 = -186025.063226
  nChanged 11
		SP:Iteration 12Q (901.530000 sec): 3 clusters
  Score: Raw -189593.036681 + Penalty 3556.379294 = -186036.657387
  nChanged 8
		SP:Iteration 13Q (901.540000 sec): 3 clusters
  Score: Raw -189598.774900 + Penalty 3556.379294 = -186042.395607
  nChanged 5
		SP:Iteration 14Q (901.540000 sec): 3 clusters
  Score: Raw -189603.066750 + Penalty 3556.379294 = -186046.687457
  nChanged 5
		SP:Iteration 15Q (901.550000 sec): 3 clusters
  Score: Raw -189608.925555 + Penalty 3556.379294 = -186052.546261
  nChanged 5
		SP:Iteration 16Q (901.550000 sec): 3 clusters
  Score: Raw -189617.078012 + Penalty 3556.379294 = -186060.698718
  nChanged 4
		SP:Iteration 17Q (901.560000 sec): 3 clusters
  Score: Raw -189620.544208 + Penalty 3556.379294 = -186064.164914
  nChanged 2
		SP:Iteration 18Q (901.560000 sec): 3 clusters
  Score: Raw -189623.031611 + Penalty 3556.379294 = -186066.652318
  nChanged 0
		SP:Iteration 19F (901.570000 sec): 3 clusters
  Score: Raw -189623.031611 + Penalty 3556.379294 = -186066.652318
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.580000 sec): 2 clusters
  Score: Raw -182124.288917 + Penalty 1765.268019 = -180359.020899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.580000 sec): 3 clusters
  Score: Raw -181784.649686 + Penalty 3530.536037 = -178254.113649
  nChanged 338
		SP:Iteration 1F (901.580000 sec): 3 clusters
  Score: Raw -182137.906601 + Penalty 3530.536037 = -178607.370563
  nChanged 94
		SP:Iteration 2F (901.590000 sec): 3 clusters
  Score: Raw -182286.327721 + Penalty 3530.536037 = -178755.791683
  nChanged 67
		SP:Iteration 3F (901.590000 sec): 3 clusters
  Score: Raw -182359.912015 + Penalty 3530.536037 = -178829.375978
  nChanged 30
		SP:Iteration 4Q (901.600000 sec): 3 clusters
  Score: Raw -182398.244317 + Penalty 3530.536037 = -178867.708280
  nChanged 22
		SP:Iteration 5Q (901.600000 sec): 3 clusters
  Score: Raw -182420.859356 + Penalty 3530.536037 = -178890.323318
  nChanged 13
		SP:Iteration 6Q (901.610000 sec): 3 clusters
  Score: Raw -182436.319545 + Penalty 3530.536037 = -178905.783508
  nChanged 12
		SP:Iteration 7Q (901.610000 sec): 3 clusters
  Score: Raw -182443.885440 + Penalty 3530.536037 = -178913.349402
  nChanged 6
		SP:Iteration 8Q (901.620000 sec): 3 clusters
  Score: Raw -182448.785276 + Penalty 3530.536037 = -178918.249239
  nChanged 5
		SP:Iteration 9Q (901.620000 sec): 3 clusters
  Score: Raw -182456.832323 + Penalty 3530.536037 = -178926.296285
  nChanged 6
		SP:Iteration 10Q (901.630000 sec): 3 clusters
  Score: Raw -182463.285120 + Penalty 3530.536037 = -178932.749083
  nChanged 6
		SP:Iteration 11Q (901.630000 sec): 3 clusters
  Score: Raw -182467.565959 + Penalty 3530.536037 = -178937.029921
  nChanged 2
		SP:Iteration 12Q (901.640000 sec): 3 clusters
  Score: Raw -182469.188512 + Penalty 3530.536037 = -178938.652475
  nChanged 1
		SP:Iteration 13Q (901.640000 sec): 3 clusters
  Score: Raw -182470.944469 + Penalty 3530.536037 = -178940.408432
  nChanged 1
		SP:Iteration 14Q (901.650000 sec): 3 clusters
  Score: Raw -182472.856376 + Penalty 3530.536037 = -178942.320339
  nChanged 1
		SP:Iteration 15Q (901.650000 sec): 3 clusters
  Score: Raw -182473.011040 + Penalty 3530.536037 = -178942.475003
  nChanged 0
		SP:Iteration 16F (901.660000 sec): 3 clusters
  Score: Raw -182473.011040 + Penalty 3530.536037 = -178942.475003
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.660000 sec): 2 clusters
  Score: Raw -57770.450672 + Penalty 1522.156309 = -56248.294363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.660000 sec): 3 clusters
  Score: Raw -58098.531365 + Penalty 3044.312619 = -55054.218746
  nChanged 118
		SP:Iteration 1F (901.660000 sec): 3 clusters
  Score: Raw -58636.489317 + Penalty 3044.312619 = -55592.176698
  nChanged 77
		SP:Iteration 2F (901.670000 sec): 3 clusters
  Score: Raw -59035.564592 + Penalty 3044.312619 = -55991.251974
  nChanged 18
		SP:Iteration 3Q (901.670000 sec): 3 clusters
  Score: Raw -59285.398585 + Penalty 3044.312619 = -56241.085966
  nChanged 12
		SP:Iteration 4Q (901.670000 sec): 3 clusters
  Score: Raw -59389.825130 + Penalty 3044.312619 = -56345.512511
  nChanged 7
		SP:Iteration 5Q (901.670000 sec): 3 clusters
  Score: Raw -59602.271846 + Penalty 3044.312619 = -56557.959227
  nChanged 5
		SP:Iteration 6Q (901.670000 sec): 3 clusters
  Score: Raw -59863.463716 + Penalty 3044.312619 = -56819.151097
  nChanged 5
		SP:Iteration 7Q (901.670000 sec): 3 clusters
  Score: Raw -59930.342886 + Penalty 3044.312619 = -56886.030267
  nChanged 4
		SP:Iteration 8Q (901.680000 sec): 3 clusters
  Score: Raw -59951.841181 + Penalty 3044.312619 = -56907.528562
  nChanged 5
		SP:Iteration 9Q (901.680000 sec): 3 clusters
  Score: Raw -59975.036365 + Penalty 3044.312619 = -56930.723747
  nChanged 1
		SP:Iteration 10Q (901.680000 sec): 3 clusters
  Score: Raw -59977.888359 + Penalty 3044.312619 = -56933.575740
  nChanged 0
		SP:Iteration 11F (901.680000 sec): 3 clusters
  Score: Raw -59982.080228 + Penalty 3044.312619 = -56937.767609
  nChanged 1
		SP:Iteration 12Q (901.680000 sec): 3 clusters
  Score: Raw -59988.372581 + Penalty 3044.312619 = -56944.059963
  nChanged 0
		SP:Iteration 13F (901.680000 sec): 3 clusters
  Score: Raw -59988.372581 + Penalty 3044.312619 = -56944.059963
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 22.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (1654 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.700000 sec): 2 clusters
  Score: Raw -242793.460689 + Penalty 1837.916065 = -240955.544624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.700000 sec): 3 clusters
  Score: Raw -242231.930939 + Penalty 3675.832130 = -238556.098808
  nChanged 486
		SP:Iteration 1F (901.710000 sec): 3 clusters
  Score: Raw -242604.968069 + Penalty 3675.832130 = -238929.135939
  nChanged 112
		SP:Iteration 2F (901.720000 sec): 3 clusters
  Score: Raw -242705.290817 + Penalty 3675.832130 = -239029.458687
  nChanged 67
		SP:Iteration 3Q (901.720000 sec): 3 clusters
  Score: Raw -242754.178928 + Penalty 3675.832130 = -239078.346798
  nChanged 44
		SP:Iteration 4Q (901.730000 sec): 3 clusters
  Score: Raw -242793.461312 + Penalty 3675.832130 = -239117.629182
  nChanged 22
		SP:Iteration 5Q (901.740000 sec): 3 clusters
  Score: Raw -242818.608862 + Penalty 3675.832130 = -239142.776731
  nChanged 23
		SP:Iteration 6Q (901.740000 sec): 3 clusters
  Score: Raw -242845.723048 + Penalty 3675.832130 = -239169.890917
  nChanged 22
		SP:Iteration 7Q (901.750000 sec): 3 clusters
  Score: Raw -242860.306583 + Penalty 3675.832130 = -239184.474453
  nChanged 15
		SP:Iteration 8Q (901.750000 sec): 3 clusters
  Score: Raw -242873.602448 + Penalty 3675.832130 = -239197.770318
  nChanged 9
		SP:Iteration 9Q (901.760000 sec): 3 clusters
  Score: Raw -242880.637985 + Penalty 3675.832130 = -239204.805855
  nChanged 4
		SP:Iteration 10Q (901.770000 sec): 3 clusters
  Score: Raw -242883.827565 + Penalty 3675.832130 = -239207.995435
  nChanged 7
		SP:Iteration 11Q (901.770000 sec): 3 clusters
  Score: Raw -242889.071841 + Penalty 3675.832130 = -239213.239711
  nChanged 3
		SP:Iteration 12Q (901.780000 sec): 3 clusters
  Score: Raw -242891.434703 + Penalty 3675.832130 = -239215.602572
  nChanged 4
		SP:Iteration 13Q (901.780000 sec): 3 clusters
  Score: Raw -242893.591913 + Penalty 3675.832130 = -239217.759782
  nChanged 0
		SP:Iteration 14F (901.790000 sec): 3 clusters
  Score: Raw -242893.591913 + Penalty 3675.832130 = -239217.759782
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (1057 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.800000 sec): 2 clusters
  Score: Raw -137554.486300 + Penalty 1726.871116 = -135827.615183
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.800000 sec): 3 clusters
  Score: Raw -137410.721518 + Penalty 3453.742233 = -133956.979285
  nChanged 326
		SP:Iteration 1F (901.810000 sec): 3 clusters
  Score: Raw -138363.509565 + Penalty 3453.742233 = -134909.767332
  nChanged 143
		SP:Iteration 2F (901.810000 sec): 3 clusters
  Score: Raw -138901.306244 + Penalty 3453.742233 = -135447.564011
  nChanged 62
		SP:Iteration 3F (901.820000 sec): 3 clusters
  Score: Raw -139100.256417 + Penalty 3453.742233 = -135646.514184
  nChanged 36
		SP:Iteration 4Q (901.820000 sec): 3 clusters
  Score: Raw -139190.712807 + Penalty 3453.742233 = -135736.970574
  nChanged 19
		SP:Iteration 5Q (901.820000 sec): 3 clusters
  Score: Raw -139225.419042 + Penalty 3453.742233 = -135771.676809
  nChanged 9
		SP:Iteration 6Q (901.830000 sec): 3 clusters
  Score: Raw -139245.108695 + Penalty 3453.742233 = -135791.366462
  nChanged 8
		SP:Iteration 7Q (901.830000 sec): 3 clusters
  Score: Raw -139278.934716 + Penalty 3453.742233 = -135825.192483
  nChanged 11
		SP:Iteration 8Q (901.830000 sec): 3 clusters
  Score: Raw -139324.994936 + Penalty 3453.742233 = -135871.252703
  nChanged 11
		SP:Iteration 9Q (901.840000 sec): 3 clusters
  Score: Raw -139350.977884 + Penalty 3453.742233 = -135897.235651
  nChanged 13
		SP:Iteration 10Q (901.840000 sec): 3 clusters
  Score: Raw -139393.491184 + Penalty 3453.742233 = -135939.748951
  nChanged 21
		SP:Iteration 11Q (901.840000 sec): 3 clusters
  Score: Raw -139453.475007 + Penalty 3453.742233 = -135999.732774
  nChanged 16
		SP:Iteration 12Q (901.850000 sec): 3 clusters
  Score: Raw -139512.606870 + Penalty 3453.742233 = -136058.864637
  nChanged 22
		SP:Iteration 13Q (901.850000 sec): 3 clusters
  Score: Raw -139592.878732 + Penalty 3453.742233 = -136139.136499
  nChanged 29
		SP:Iteration 14Q (901.850000 sec): 3 clusters
  Score: Raw -139740.368543 + Penalty 3453.742233 = -136286.626310
  nChanged 35
		SP:Iteration 15Q (901.860000 sec): 3 clusters
  Score: Raw -139943.017416 + Penalty 3453.742233 = -136489.275183
  nChanged 28
		SP:Iteration 16Q (901.860000 sec): 3 clusters
  Score: Raw -140116.859103 + Penalty 3453.742233 = -136663.116870
  nChanged 19
		SP:Iteration 17Q (901.860000 sec): 3 clusters
  Score: Raw -140249.355443 + Penalty 3453.742233 = -136795.613210
  nChanged 18
		SP:Iteration 18Q (901.870000 sec): 3 clusters
  Score: Raw -140325.863472 + Penalty 3453.742233 = -136872.121239
  nChanged 9
		SP:Iteration 19Q (901.870000 sec): 3 clusters
  Score: Raw -140348.401601 + Penalty 3453.742233 = -136894.659368
  nChanged 1
		SP:Iteration 20F (901.870000 sec): 3 clusters
  Score: Raw -140354.270873 + Penalty 3453.742233 = -136900.528640
  nChanged 1
		SP:Iteration 21Q (901.880000 sec): 3 clusters
  Score: Raw -140357.736782 + Penalty 3453.742233 = -136903.994549
  nChanged 0
		SP:Iteration 22F (901.880000 sec): 3 clusters
  Score: Raw -140357.736782 + Penalty 3453.742233 = -136903.994549
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 23.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (19609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.960000 sec): 2 clusters
  Score: Raw -2715613.375330 + Penalty 2451.168493 = -2713162.206837
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (902.040000 sec): 3 clusters
  Score: Raw -2704199.277454 + Penalty 4902.336986 = -2699296.940468
  nChanged 8641
		SP:Iteration 1F (902.120000 sec): 3 clusters
  Score: Raw -2708786.040295 + Penalty 4902.336986 = -2703883.703309
  nChanged 1123
		SP:Iteration 2F (902.200000 sec): 3 clusters
  Score: Raw -2709273.003791 + Penalty 4902.336986 = -2704370.666805
  nChanged 1016
		SP:Iteration 3F (902.280000 sec): 3 clusters
  Score: Raw -2709711.972191 + Penalty 4902.336986 = -2704809.635205
  nChanged 948
		SP:Iteration 4Q (902.360000 sec): 3 clusters
  Score: Raw -2710148.334168 + Penalty 4902.336986 = -2705245.997182
  nChanged 883
		SP:Iteration 5Q (902.430000 sec): 3 clusters
  Score: Raw -2710555.944109 + Penalty 4902.336986 = -2705653.607123
  nChanged 867
		SP:Iteration 6Q (902.510000 sec): 3 clusters
  Score: Raw -2710971.298827 + Penalty 4902.336986 = -2706068.961841
  nChanged 856
		SP:Iteration 7Q (902.590000 sec): 3 clusters
  Score: Raw -2711392.741956 + Penalty 4902.336986 = -2706490.404970
  nChanged 805
		SP:Iteration 8Q (902.670000 sec): 3 clusters
  Score: Raw -2711814.362694 + Penalty 4902.336986 = -2706912.025708
  nChanged 800
		SP:Iteration 9Q (902.750000 sec): 3 clusters
  Score: Raw -2712232.303380 + Penalty 4902.336986 = -2707329.966394
  nChanged 773
		SP:Iteration 10Q (902.830000 sec): 3 clusters
  Score: Raw -2712601.498453 + Penalty 4902.336986 = -2707699.161467
  nChanged 651
		SP:Iteration 11Q (902.910000 sec): 3 clusters
  Score: Raw -2712899.102041 + Penalty 4902.336986 = -2707996.765055
  nChanged 619
		SP:Iteration 12Q (902.990000 sec): 3 clusters
  Score: Raw -2713150.949152 + Penalty 4902.336986 = -2708248.612166
  nChanged 499
		SP:Iteration 13Q (903.070000 sec): 3 clusters
  Score: Raw -2713335.084441 + Penalty 4902.336986 = -2708432.747455
  nChanged 403
		SP:Iteration 14Q (903.140000 sec): 3 clusters
  Score: Raw -2713473.516066 + Penalty 4902.336986 = -2708571.179080
  nChanged 335
		SP:Iteration 15Q (903.220000 sec): 3 clusters
  Score: Raw -2713566.243818 + Penalty 4902.336986 = -2708663.906832
  nChanged 275
		SP:Iteration 16Q (903.300000 sec): 3 clusters
  Score: Raw -2713646.145158 + Penalty 4902.336986 = -2708743.808172
  nChanged 248
		SP:Iteration 17Q (903.380000 sec): 3 clusters
  Score: Raw -2713718.443902 + Penalty 4902.336986 = -2708816.106916
  nChanged 231
		SP:Iteration 18Q (903.450000 sec): 3 clusters
  Score: Raw -2713780.007044 + Penalty 4902.336986 = -2708877.670058
  nChanged 220
		SP:Iteration 19Q (903.530000 sec): 3 clusters
  Score: Raw -2713845.837339 + Penalty 4902.336986 = -2708943.500353
  nChanged 231
		SP:Iteration 20F (903.600000 sec): 3 clusters
  Score: Raw -2713928.680976 + Penalty 4902.336986 = -2709026.343990
  nChanged 256
		SP:Iteration 21Q (903.680000 sec): 3 clusters
  Score: Raw -2714013.937100 + Penalty 4902.336986 = -2709111.600114
  nChanged 235
		SP:Iteration 22Q (903.750000 sec): 3 clusters
  Score: Raw -2714081.992791 + Penalty 4902.336986 = -2709179.655805
  nChanged 211
		SP:Iteration 23Q (903.830000 sec): 3 clusters
  Score: Raw -2714148.726577 + Penalty 4902.336986 = -2709246.389590
  nChanged 203
		SP:Iteration 24Q (903.900000 sec): 3 clusters
  Score: Raw -2714210.350450 + Penalty 4902.336986 = -2709308.013464
  nChanged 208
		SP:Iteration 25Q (903.980000 sec): 3 clusters
  Score: Raw -2714273.284171 + Penalty 4902.336986 = -2709370.947185
  nChanged 218
		SP:Iteration 26Q (904.050000 sec): 3 clusters
  Score: Raw -2714335.809337 + Penalty 4902.336986 = -2709433.472351
  nChanged 197
		SP:Iteration 27Q (904.130000 sec): 3 clusters
  Score: Raw -2714385.804597 + Penalty 4902.336986 = -2709483.467611
  nChanged 175
		SP:Iteration 28Q (904.200000 sec): 3 clusters
  Score: Raw -2714436.693163 + Penalty 4902.336986 = -2709534.356177
  nChanged 181
		SP:Iteration 29Q (904.280000 sec): 3 clusters
  Score: Raw -2714489.140869 + Penalty 4902.336986 = -2709586.803883
  nChanged 165
		SP:Iteration 30Q (904.350000 sec): 3 clusters
  Score: Raw -2714534.635920 + Penalty 4902.336986 = -2709632.298934
  nChanged 146
		SP:Iteration 31Q (904.420000 sec): 3 clusters
  Score: Raw -2714577.298208 + Penalty 4902.336986 = -2709674.961222
  nChanged 174
		SP:Iteration 32Q (904.500000 sec): 3 clusters
  Score: Raw -2714633.669376 + Penalty 4902.336986 = -2709731.332390
  nChanged 201
		SP:Iteration 33Q (904.570000 sec): 3 clusters
  Score: Raw -2714711.113579 + Penalty 4902.336986 = -2709808.776593
  nChanged 226
		SP:Iteration 34Q (904.640000 sec): 3 clusters
  Score: Raw -2714798.164633 + Penalty 4902.336986 = -2709895.827647
  nChanged 215
		SP:Iteration 35Q (904.710000 sec): 3 clusters
  Score: Raw -2714879.513736 + Penalty 4902.336986 = -2709977.176750
  nChanged 240
		SP:Iteration 36Q (904.780000 sec): 3 clusters
  Score: Raw -2714979.583488 + Penalty 4902.336986 = -2710077.246502
  nChanged 253
		SP:Iteration 37Q (904.860000 sec): 3 clusters
  Score: Raw -2715090.132148 + Penalty 4902.336986 = -2710187.795162
  nChanged 242
		SP:Iteration 38Q (904.930000 sec): 3 clusters
  Score: Raw -2715205.453597 + Penalty 4902.336986 = -2710303.116611
  nChanged 235
		SP:Iteration 39Q (905.000000 sec): 3 clusters
  Score: Raw -2715314.999941 + Penalty 4902.336986 = -2710412.662955
  nChanged 240
		SP:Iteration 40F (905.080000 sec): 3 clusters
  Score: Raw -2715429.470456 + Penalty 4902.336986 = -2710527.133469
  nChanged 239
		SP:Iteration 41Q (905.150000 sec): 3 clusters
  Score: Raw -2715552.683093 + Penalty 4902.336986 = -2710650.346107
  nChanged 219
		SP:Iteration 42Q (905.220000 sec): 3 clusters
  Score: Raw -2715675.381152 + Penalty 4902.336986 = -2710773.044166
  nChanged 235
		SP:Iteration 43Q (905.290000 sec): 3 clusters
  Score: Raw -2715790.090491 + Penalty 4902.336986 = -2710887.753505
  nChanged 209
		SP:Iteration 44Q (905.360000 sec): 3 clusters
  Score: Raw -2715875.003044 + Penalty 4902.336986 = -2710972.666058
  nChanged 172
		SP:Iteration 45Q (905.420000 sec): 3 clusters
  Score: Raw -2715936.822617 + Penalty 4902.336986 = -2711034.485631
  nChanged 156
		SP:Iteration 46Q (905.490000 sec): 3 clusters
  Score: Raw -2715993.964713 + Penalty 4902.336986 = -2711091.627727
  nChanged 134
		SP:Iteration 47Q (905.560000 sec): 3 clusters
  Score: Raw -2716036.811916 + Penalty 4902.336986 = -2711134.474930
  nChanged 115
		SP:Iteration 48Q (905.630000 sec): 3 clusters
  Score: Raw -2716067.498268 + Penalty 4902.336986 = -2711165.161282
  nChanged 98
		SP:Iteration 49Q (905.700000 sec): 3 clusters
  Score: Raw -2716095.764668 + Penalty 4902.336986 = -2711193.427682
  nChanged 84
		SP:Iteration 50Q (905.760000 sec): 3 clusters
  Score: Raw -2716121.608979 + Penalty 4902.336986 = -2711219.271993
  nChanged 80
		SP:Iteration 51Q (905.830000 sec): 3 clusters
  Score: Raw -2716139.878594 + Penalty 4902.336986 = -2711237.541608
  nChanged 65
		SP:Iteration 52Q (905.890000 sec): 3 clusters
  Score: Raw -2716155.772776 + Penalty 4902.336986 = -2711253.435790
  nChanged 57
		SP:Iteration 53Q (905.960000 sec): 3 clusters
  Score: Raw -2716171.075928 + Penalty 4902.336986 = -2711268.738941
  nChanged 63
		SP:Iteration 54Q (906.020000 sec): 3 clusters
  Score: Raw -2716185.421103 + Penalty 4902.336986 = -2711283.084117
  nChanged 54
		SP:Iteration 55Q (906.090000 sec): 3 clusters
  Score: Raw -2716198.337677 + Penalty 4902.336986 = -2711296.000691
  nChanged 66
		SP:Iteration 56Q (906.160000 sec): 3 clusters
  Score: Raw -2716214.372901 + Penalty 4902.336986 = -2711312.035915
  nChanged 58
		SP:Iteration 57Q (906.220000 sec): 3 clusters
  Score: Raw -2716228.745931 + Penalty 4902.336986 = -2711326.408945
  nChanged 65
		SP:Iteration 58Q (906.280000 sec): 3 clusters
  Score: Raw -2716244.861675 + Penalty 4902.336986 = -2711342.524689
  nChanged 67
		SP:Iteration 59Q (906.350000 sec): 3 clusters
  Score: Raw -2716262.452658 + Penalty 4902.336986 = -2711360.115672
  nChanged 70
		SP:Iteration 60F (906.430000 sec): 3 clusters
  Score: Raw -2716282.561292 + Penalty 4902.336986 = -2711380.224306
  nChanged 80
		SP:Iteration 61Q (906.490000 sec): 3 clusters
  Score: Raw -2716303.857776 + Penalty 4902.336986 = -2711401.520790
  nChanged 70
		SP:Iteration 62Q (906.560000 sec): 3 clusters
  Score: Raw -2716325.305190 + Penalty 4902.336986 = -2711422.968204
  nChanged 73
		SP:Iteration 63Q (906.620000 sec): 3 clusters
  Score: Raw -2716343.366402 + Penalty 4902.336986 = -2711441.029416
  nChanged 55
		SP:Iteration 64Q (906.690000 sec): 3 clusters
  Score: Raw -2716355.385057 + Penalty 4902.336986 = -2711453.048071
  nChanged 40
		SP:Iteration 65Q (906.750000 sec): 3 clusters
  Score: Raw -2716364.599131 + Penalty 4902.336986 = -2711462.262145
  nChanged 36
		SP:Iteration 66Q (906.820000 sec): 3 clusters
  Score: Raw -2716372.708041 + Penalty 4902.336986 = -2711470.371055
  nChanged 27
		SP:Iteration 67Q (906.880000 sec): 3 clusters
  Score: Raw -2716378.331907 + Penalty 4902.336986 = -2711475.994921
  nChanged 26
		SP:Iteration 68Q (906.950000 sec): 3 clusters
  Score: Raw -2716384.679741 + Penalty 4902.336986 = -2711482.342755
  nChanged 21
		SP:Iteration 69Q (907.010000 sec): 3 clusters
  Score: Raw -2716388.003910 + Penalty 4902.336986 = -2711485.666924
  nChanged 15
		SP:Iteration 70Q (907.080000 sec): 3 clusters
  Score: Raw -2716390.634066 + Penalty 4902.336986 = -2711488.297080
  nChanged 14
		SP:Iteration 71Q (907.140000 sec): 3 clusters
  Score: Raw -2716392.690316 + Penalty 4902.336986 = -2711490.353330
  nChanged 17
		SP:Iteration 72Q (907.200000 sec): 3 clusters
  Score: Raw -2716395.107739 + Penalty 4902.336986 = -2711492.770753
  nChanged 18
		SP:Iteration 73Q (907.270000 sec): 3 clusters
  Score: Raw -2716397.939264 + Penalty 4902.336986 = -2711495.602278
  nChanged 14
		SP:Iteration 74Q (907.330000 sec): 3 clusters
  Score: Raw -2716399.987031 + Penalty 4902.336986 = -2711497.650045
  nChanged 10
		SP:Iteration 75Q (907.400000 sec): 3 clusters
  Score: Raw -2716401.437957 + Penalty 4902.336986 = -2711499.100971
  nChanged 12
		SP:Iteration 76Q (907.460000 sec): 3 clusters
  Score: Raw -2716403.674105 + Penalty 4902.336986 = -2711501.337119
  nChanged 12
		SP:Iteration 77Q (907.520000 sec): 3 clusters
  Score: Raw -2716406.021879 + Penalty 4902.336986 = -2711503.684892
  nChanged 16
		SP:Iteration 78Q (907.590000 sec): 3 clusters
  Score: Raw -2716409.232094 + Penalty 4902.336986 = -2711506.895108
  nChanged 15
		SP:Iteration 79Q (907.650000 sec): 3 clusters
  Score: Raw -2716411.614500 + Penalty 4902.336986 = -2711509.277514
  nChanged 11
		SP:Iteration 80F (907.730000 sec): 3 clusters
  Score: Raw -2716413.322199 + Penalty 4902.336986 = -2711510.985213
  nChanged 9
		SP:Iteration 81Q (907.790000 sec): 3 clusters
  Score: Raw -2716415.089172 + Penalty 4902.336986 = -2711512.752186
  nChanged 12
		SP:Iteration 82Q (907.860000 sec): 3 clusters
  Score: Raw -2716417.196301 + Penalty 4902.336986 = -2711514.859315
  nChanged 8
		SP:Iteration 83Q (907.920000 sec): 3 clusters
  Score: Raw -2716418.427475 + Penalty 4902.336986 = -2711516.090489
  nChanged 6
		SP:Iteration 84Q (907.980000 sec): 3 clusters
  Score: Raw -2716419.255269 + Penalty 4902.336986 = -2711516.918283
  nChanged 10
		SP:Iteration 85Q (908.050000 sec): 3 clusters
  Score: Raw -2716420.553038 + Penalty 4902.336986 = -2711518.216052
  nChanged 11
		SP:Iteration 86Q (908.110000 sec): 3 clusters
  Score: Raw -2716422.602254 + Penalty 4902.336986 = -2711520.265268
  nChanged 14
		SP:Iteration 87Q (908.170000 sec): 3 clusters
  Score: Raw -2716425.307239 + Penalty 4902.336986 = -2711522.970253
  nChanged 17
		SP:Iteration 88Q (908.230000 sec): 3 clusters
  Score: Raw -2716428.800278 + Penalty 4902.336986 = -2711526.463292
  nChanged 15
		SP:Iteration 89Q (908.290000 sec): 3 clusters
  Score: Raw -2716432.407934 + Penalty 4902.336986 = -2711530.070948
  nChanged 11
		SP:Iteration 90Q (908.350000 sec): 3 clusters
  Score: Raw -2716434.604119 + Penalty 4902.336986 = -2711532.267133
  nChanged 12
		SP:Iteration 91Q (908.400000 sec): 3 clusters
  Score: Raw -2716437.042684 + Penalty 4902.336986 = -2711534.705698
  nChanged 11
		SP:Iteration 92Q (908.460000 sec): 3 clusters
  Score: Raw -2716439.116177 + Penalty 4902.336986 = -2711536.779191
  nChanged 11
		SP:Iteration 93Q (908.520000 sec): 3 clusters
  Score: Raw -2716440.789247 + Penalty 4902.336986 = -2711538.452261
  nChanged 9
		SP:Iteration 94Q (908.580000 sec): 3 clusters
  Score: Raw -2716442.159326 + Penalty 4902.336986 = -2711539.822340
  nChanged 4
		SP:Iteration 95Q (908.640000 sec): 3 clusters
  Score: Raw -2716442.525351 + Penalty 4902.336986 = -2711540.188365
  nChanged 1
		SP:Iteration 96Q (908.690000 sec): 3 clusters
  Score: Raw -2716442.615826 + Penalty 4902.336986 = -2711540.278840
  nChanged 1
		SP:Iteration 97Q (908.750000 sec): 3 clusters
  Score: Raw -2716442.774762 + Penalty 4902.336986 = -2711540.437776
  nChanged 3
		SP:Iteration 98Q (908.810000 sec): 3 clusters
  Score: Raw -2716443.196502 + Penalty 4902.336986 = -2711540.859516
  nChanged 6
		SP:Iteration 99Q (908.860000 sec): 3 clusters
  Score: Raw -2716444.258735 + Penalty 4902.336986 = -2711541.921749
  nChanged 9
		SP:Iteration 100F (908.940000 sec): 3 clusters
  Score: Raw -2716446.092275 + Penalty 4902.336986 = -2711543.755289
  nChanged 8
		SP:Iteration 101Q (909.000000 sec): 3 clusters
  Score: Raw -2716448.127981 + Penalty 4902.336986 = -2711545.790995
  nChanged 8
		SP:Iteration 102Q (909.060000 sec): 3 clusters
  Score: Raw -2716449.459466 + Penalty 4902.336986 = -2711547.122480
  nChanged 8
		SP:Iteration 103Q (909.110000 sec): 3 clusters
  Score: Raw -2716450.566159 + Penalty 4902.336986 = -2711548.229173
  nChanged 3
		SP:Iteration 104Q (909.170000 sec): 3 clusters
  Score: Raw -2716451.106589 + Penalty 4902.336986 = -2711548.769603
  nChanged 2
		SP:Iteration 105Q (909.230000 sec): 3 clusters
  Score: Raw -2716451.579124 + Penalty 4902.336986 = -2711549.242138
  nChanged 5
		SP:Iteration 106Q (909.290000 sec): 3 clusters
  Score: Raw -2716453.035744 + Penalty 4902.336986 = -2711550.698758
  nChanged 4
		SP:Iteration 107Q (909.340000 sec): 3 clusters
  Score: Raw -2716453.856711 + Penalty 4902.336986 = -2711551.519725
  nChanged 2
		SP:Iteration 108Q (909.400000 sec): 3 clusters
  Score: Raw -2716454.043597 + Penalty 4902.336986 = -2711551.706611
  nChanged 2
		SP:Iteration 109Q (909.460000 sec): 3 clusters
  Score: Raw -2716454.296510 + Penalty 4902.336986 = -2711551.959524
  nChanged 2
		SP:Iteration 110Q (909.520000 sec): 3 clusters
  Score: Raw -2716454.716352 + Penalty 4902.336986 = -2711552.379366
  nChanged 4
		SP:Iteration 111Q (909.580000 sec): 3 clusters
  Score: Raw -2716455.583963 + Penalty 4902.336986 = -2711553.246977
  nChanged 6
		SP:Iteration 112Q (909.630000 sec): 3 clusters
  Score: Raw -2716457.529129 + Penalty 4902.336986 = -2711555.192143
  nChanged 7
		SP:Iteration 113Q (909.690000 sec): 3 clusters
  Score: Raw -2716458.916862 + Penalty 4902.336986 = -2711556.579876
  nChanged 3
		SP:Iteration 114Q (909.740000 sec): 3 clusters
  Score: Raw -2716459.225603 + Penalty 4902.336986 = -2711556.888617
  nChanged 2
		SP:Iteration 115Q (909.800000 sec): 3 clusters
  Score: Raw -2716459.442264 + Penalty 4902.336986 = -2711557.105278
  nChanged 5
		SP:Iteration 116Q (909.860000 sec): 3 clusters
  Score: Raw -2716460.149599 + Penalty 4902.336986 = -2711557.812613
  nChanged 3
		SP:Iteration 117Q (909.920000 sec): 3 clusters
  Score: Raw -2716461.087355 + Penalty 4902.336986 = -2711558.750369
  nChanged 3
		SP:Iteration 118Q (909.970000 sec): 3 clusters
  Score: Raw -2716461.887006 + Penalty 4902.336986 = -2711559.550020
  nChanged 3
		SP:Iteration 119Q (910.030000 sec): 3 clusters
  Score: Raw -2716462.564796 + Penalty 4902.336986 = -2711560.227810
  nChanged 5
		SP:Iteration 120F (910.100000 sec): 3 clusters
  Score: Raw -2716463.455966 + Penalty 4902.336986 = -2711561.118980
  nChanged 1
		SP:Iteration 121Q (910.160000 sec): 3 clusters
  Score: Raw -2716463.628339 + Penalty 4902.336986 = -2711561.291353
  nChanged 0
		SP:Iteration 122F (910.230000 sec): 3 clusters
  Score: Raw -2716463.628339 + Penalty 4902.336986 = -2711561.291353
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (9331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (910.260000 sec): 2 clusters
  Score: Raw -1355092.243905 + Penalty 2266.992172 = -1352825.251732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (910.300000 sec): 3 clusters
  Score: Raw -1350159.442178 + Penalty 4533.984345 = -1345625.457833
  nChanged 3832
		SP:Iteration 1F (910.330000 sec): 3 clusters
  Score: Raw -1352777.664612 + Penalty 4533.984345 = -1348243.680267
  nChanged 1001
		SP:Iteration 2F (910.370000 sec): 3 clusters
  Score: Raw -1354248.311300 + Penalty 4533.984345 = -1349714.326955
  nChanged 1154
		SP:Iteration 3F (910.400000 sec): 3 clusters
  Score: Raw -1355858.844229 + Penalty 4533.984345 = -1351324.859884
  nChanged 951
		SP:Iteration 4F (910.440000 sec): 3 clusters
  Score: Raw -1356886.547506 + Penalty 4533.984345 = -1352352.563162
  nChanged 632
		SP:Iteration 5F (910.470000 sec): 3 clusters
  Score: Raw -1357481.816451 + Penalty 4533.984345 = -1352947.832106
  nChanged 353
		SP:Iteration 6Q (910.500000 sec): 3 clusters
  Score: Raw -1357786.003282 + Penalty 4533.984345 = -1353252.018937
  nChanged 217
		SP:Iteration 7Q (910.530000 sec): 3 clusters
  Score: Raw -1357948.087962 + Penalty 4533.984345 = -1353414.103617
  nChanged 137
		SP:Iteration 8Q (910.570000 sec): 3 clusters
  Score: Raw -1358045.438653 + Penalty 4533.984345 = -1353511.454309
  nChanged 93
		SP:Iteration 9Q (910.600000 sec): 3 clusters
  Score: Raw -1358097.350194 + Penalty 4533.984345 = -1353563.365849
  nChanged 61
		SP:Iteration 10Q (910.630000 sec): 3 clusters
  Score: Raw -1358131.459053 + Penalty 4533.984345 = -1353597.474709
  nChanged 55
		SP:Iteration 11Q (910.660000 sec): 3 clusters
  Score: Raw -1358169.849478 + Penalty 4533.984345 = -1353635.865134
  nChanged 51
		SP:Iteration 12Q (910.690000 sec): 3 clusters
  Score: Raw -1358197.003249 + Penalty 4533.984345 = -1353663.018905
  nChanged 38
		SP:Iteration 13Q (910.720000 sec): 3 clusters
  Score: Raw -1358212.619334 + Penalty 4533.984345 = -1353678.634990
  nChanged 30
		SP:Iteration 14Q (910.750000 sec): 3 clusters
  Score: Raw -1358223.083624 + Penalty 4533.984345 = -1353689.099279
  nChanged 18
		SP:Iteration 15Q (910.780000 sec): 3 clusters
  Score: Raw -1358231.113677 + Penalty 4533.984345 = -1353697.129332
  nChanged 24
		SP:Iteration 16Q (910.810000 sec): 3 clusters
  Score: Raw -1358240.299089 + Penalty 4533.984345 = -1353706.314745
  nChanged 22
		SP:Iteration 17Q (910.840000 sec): 3 clusters
  Score: Raw -1358248.443878 + Penalty 4533.984345 = -1353714.459533
  nChanged 19
		SP:Iteration 18Q (910.870000 sec): 3 clusters
  Score: Raw -1358255.105395 + Penalty 4533.984345 = -1353721.121050
  nChanged 13
		SP:Iteration 19Q (910.900000 sec): 3 clusters
  Score: Raw -1358259.047009 + Penalty 4533.984345 = -1353725.062664
  nChanged 14
		SP:Iteration 20F (910.930000 sec): 3 clusters
  Score: Raw -1358262.990222 + Penalty 4533.984345 = -1353729.005877
  nChanged 3
		SP:Iteration 21Q (910.960000 sec): 3 clusters
  Score: Raw -1358264.074870 + Penalty 4533.984345 = -1353730.090525
  nChanged 2
		SP:Iteration 22Q (910.990000 sec): 3 clusters
  Score: Raw -1358264.395768 + Penalty 4533.984345 = -1353730.411423
  nChanged 1
		SP:Iteration 23Q (911.020000 sec): 3 clusters
  Score: Raw -1358264.466657 + Penalty 4533.984345 = -1353730.482312
  nChanged 0
		SP:Iteration 24F (911.050000 sec): 3 clusters
  Score: Raw -1358264.466657 + Penalty 4533.984345 = -1353730.482312
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 24.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (104488 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (911.430000 sec): 2 clusters
  Score: Raw -15631602.948520 + Penalty 2866.093223 = -15628736.855297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (911.830000 sec): 3 clusters
  Score: Raw -15564538.428353 + Penalty 5732.186446 = -15558806.241907
  nChanged 49567
		SP:Iteration 1F (912.220000 sec): 3 clusters
  Score: Raw -15594086.487916 + Penalty 5732.186446 = -15588354.301470
  nChanged 5533
		SP:Iteration 2F (912.620000 sec): 3 clusters
  Score: Raw -15597273.919552 + Penalty 5732.186446 = -15591541.733106
  nChanged 7271
		SP:Iteration 3F (913.030000 sec): 3 clusters
  Score: Raw -15602900.403479 + Penalty 5732.186446 = -15597168.217033
  nChanged 8585
		SP:Iteration 4F (913.430000 sec): 3 clusters
  Score: Raw -15610124.286115 + Penalty 5732.186446 = -15604392.099670
  nChanged 8252
		SP:Iteration 5F (913.820000 sec): 3 clusters
  Score: Raw -15616443.902828 + Penalty 5732.186446 = -15610711.716382
  nChanged 6387
		SP:Iteration 6F (914.220000 sec): 3 clusters
  Score: Raw -15620250.542723 + Penalty 5732.186446 = -15614518.356277
  nChanged 4470
		SP:Iteration 7Q (914.610000 sec): 3 clusters
  Score: Raw -15622307.934486 + Penalty 5732.186446 = -15616575.748041
  nChanged 3118
		SP:Iteration 8Q (915.010000 sec): 3 clusters
  Score: Raw -15623499.306136 + Penalty 5732.186446 = -15617767.119690
  nChanged 2309
		SP:Iteration 9Q (915.400000 sec): 3 clusters
  Score: Raw -15624335.659472 + Penalty 5732.186446 = -15618603.473027
  nChanged 1993
		SP:Iteration 10Q (915.790000 sec): 3 clusters
  Score: Raw -15625099.333163 + Penalty 5732.186446 = -15619367.146718
  nChanged 1968
		SP:Iteration 11Q (916.180000 sec): 3 clusters
  Score: Raw -15625897.308096 + Penalty 5732.186446 = -15620165.121650
  nChanged 1922
		SP:Iteration 12Q (916.560000 sec): 3 clusters
  Score: Raw -15626747.534050 + Penalty 5732.186446 = -15621015.347604
  nChanged 1855
		SP:Iteration 13Q (916.940000 sec): 3 clusters
  Score: Raw -15627637.598618 + Penalty 5732.186446 = -15621905.412172
  nChanged 1670
		SP:Iteration 14Q (917.310000 sec): 3 clusters
  Score: Raw -15628492.233083 + Penalty 5732.186446 = -15622760.046637
  nChanged 1479
		SP:Iteration 15Q (917.680000 sec): 3 clusters
  Score: Raw -15629276.062691 + Penalty 5732.186446 = -15623543.876245
  nChanged 1220
		SP:Iteration 16Q (918.040000 sec): 3 clusters
  Score: Raw -15629970.556937 + Penalty 5732.186446 = -15624238.370491
  nChanged 940
		SP:Iteration 17Q (918.380000 sec): 3 clusters
  Score: Raw -15630529.416518 + Penalty 5732.186446 = -15624797.230073
  nChanged 711
		SP:Iteration 18Q (918.720000 sec): 3 clusters
  Score: Raw -15630959.376454 + Penalty 5732.186446 = -15625227.190008
  nChanged 488
		SP:Iteration 19Q (919.040000 sec): 3 clusters
  Score: Raw -15631274.446396 + Penalty 5732.186446 = -15625542.259951
  nChanged 326
		SP:Iteration 20F (919.440000 sec): 3 clusters
  Score: Raw -15631483.249604 + Penalty 5732.186446 = -15625751.063159
  nChanged 236
		SP:Iteration 21Q (919.740000 sec): 3 clusters
  Score: Raw -15631646.209353 + Penalty 5732.186446 = -15625914.022908
  nChanged 175
		SP:Iteration 22Q (920.040000 sec): 3 clusters
  Score: Raw -15631759.699428 + Penalty 5732.186446 = -15626027.512982
  nChanged 116
		SP:Iteration 23Q (920.340000 sec): 3 clusters
  Score: Raw -15631835.441626 + Penalty 5732.186446 = -15626103.255180
  nChanged 84
		SP:Iteration 24Q (920.640000 sec): 3 clusters
  Score: Raw -15631893.653472 + Penalty 5732.186446 = -15626161.467026
  nChanged 55
		SP:Iteration 25Q (920.930000 sec): 3 clusters
  Score: Raw -15631931.435669 + Penalty 5732.186446 = -15626199.249223
  nChanged 44
		SP:Iteration 26Q (921.220000 sec): 3 clusters
  Score: Raw -15631962.576373 + Penalty 5732.186446 = -15626230.389928
  nChanged 33
		SP:Iteration 27Q (921.510000 sec): 3 clusters
  Score: Raw -15631983.334418 + Penalty 5732.186446 = -15626251.147972
  nChanged 26
		SP:Iteration 28Q (921.800000 sec): 3 clusters
  Score: Raw -15631999.515597 + Penalty 5732.186446 = -15626267.329151
  nChanged 22
		SP:Iteration 29Q (922.090000 sec): 3 clusters
  Score: Raw -15632012.616163 + Penalty 5732.186446 = -15626280.429718
  nChanged 16
		SP:Iteration 30Q (922.380000 sec): 3 clusters
  Score: Raw -15632022.947481 + Penalty 5732.186446 = -15626290.761035
  nChanged 17
		SP:Iteration 31Q (922.660000 sec): 3 clusters
  Score: Raw -15632033.189105 + Penalty 5732.186446 = -15626301.002659
  nChanged 13
		SP:Iteration 32Q (922.950000 sec): 3 clusters
  Score: Raw -15632041.337058 + Penalty 5732.186446 = -15626309.150613
  nChanged 15
		SP:Iteration 33Q (923.240000 sec): 3 clusters
  Score: Raw -15632050.314391 + Penalty 5732.186446 = -15626318.127946
  nChanged 13
		SP:Iteration 34Q (923.530000 sec): 3 clusters
  Score: Raw -15632057.234343 + Penalty 5732.186446 = -15626325.047898
  nChanged 10
		SP:Iteration 35Q (923.820000 sec): 3 clusters
  Score: Raw -15632063.547285 + Penalty 5732.186446 = -15626331.360839
  nChanged 12
		SP:Iteration 36Q (924.100000 sec): 3 clusters
  Score: Raw -15632068.771646 + Penalty 5732.186446 = -15626336.585200
  nChanged 6
		SP:Iteration 37Q (924.390000 sec): 3 clusters
  Score: Raw -15632073.206029 + Penalty 5732.186446 = -15626341.019584
  nChanged 9
		SP:Iteration 38Q (924.680000 sec): 3 clusters
  Score: Raw -15632078.432936 + Penalty 5732.186446 = -15626346.246490
  nChanged 3
		SP:Iteration 39Q (924.960000 sec): 3 clusters
  Score: Raw -15632081.078504 + Penalty 5732.186446 = -15626348.892058
  nChanged 4
		SP:Iteration 40F (925.350000 sec): 3 clusters
  Score: Raw -15632083.148245 + Penalty 5732.186446 = -15626350.961799
  nChanged 3
		SP:Iteration 41Q (925.640000 sec): 3 clusters
  Score: Raw -15632084.683448 + Penalty 5732.186446 = -15626352.497002
  nChanged 2
		SP:Iteration 42Q (925.930000 sec): 3 clusters
  Score: Raw -15632085.471744 + Penalty 5732.186446 = -15626353.285298
  nChanged 1
		SP:Iteration 43Q (926.210000 sec): 3 clusters
  Score: Raw -15632085.814877 + Penalty 5732.186446 = -15626353.628432
  nChanged 2
		SP:Iteration 44Q (926.500000 sec): 3 clusters
  Score: Raw -15632087.275273 + Penalty 5732.186446 = -15626355.088827
  nChanged 4
		SP:Iteration 45Q (926.790000 sec): 3 clusters
  Score: Raw -15632089.425630 + Penalty 5732.186446 = -15626357.239184
  nChanged 2
		SP:Iteration 46Q (927.080000 sec): 3 clusters
  Score: Raw -15632090.812451 + Penalty 5732.186446 = -15626358.626005
  nChanged 3
		SP:Iteration 47Q (927.360000 sec): 3 clusters
  Score: Raw -15632092.437122 + Penalty 5732.186446 = -15626360.250677
  nChanged 2
		SP:Iteration 48Q (927.650000 sec): 3 clusters
  Score: Raw -15632093.843095 + Penalty 5732.186446 = -15626361.656650
  nChanged 1
		SP:Iteration 49Q (927.930000 sec): 3 clusters
  Score: Raw -15632094.433782 + Penalty 5732.186446 = -15626362.247337
  nChanged 0
		SP:Iteration 50F (928.320000 sec): 3 clusters
  Score: Raw -15632094.433782 + Penalty 5732.186446 = -15626362.247337
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (587 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (928.380000 sec): 2 clusters
  Score: Raw -61215.499427 + Penalty 1581.006155 = -59634.493272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (928.380000 sec): 3 clusters
  Score: Raw -61414.426079 + Penalty 3162.012311 = -58252.413768
  nChanged 183
		SP:Iteration 1F (928.380000 sec): 3 clusters
  Score: Raw -62096.967958 + Penalty 3162.012311 = -58934.955648
  nChanged 62
		SP:Iteration 2F (928.380000 sec): 3 clusters
  Score: Raw -62560.309847 + Penalty 3162.012311 = -59398.297537
  nChanged 67
		SP:Iteration 3F (928.380000 sec): 3 clusters
  Score: Raw -63103.645095 + Penalty 3162.012311 = -59941.632785
  nChanged 55
		SP:Iteration 4F (928.390000 sec): 3 clusters
  Score: Raw -63525.927286 + Penalty 3162.012311 = -60363.914976
  nChanged 23
		SP:Iteration 5Q (928.390000 sec): 3 clusters
  Score: Raw -63695.811519 + Penalty 3162.012311 = -60533.799208
  nChanged 12
		SP:Iteration 6Q (928.390000 sec): 3 clusters
  Score: Raw -63838.733928 + Penalty 3162.012311 = -60676.721617
  nChanged 5
		SP:Iteration 7Q (928.390000 sec): 3 clusters
  Score: Raw -63909.059393 + Penalty 3162.012311 = -60747.047082
  nChanged 5
		SP:Iteration 8Q (928.390000 sec): 3 clusters
  Score: Raw -63977.635864 + Penalty 3162.012311 = -60815.623553
  nChanged 3
		SP:Iteration 9Q (928.400000 sec): 3 clusters
  Score: Raw -63986.725638 + Penalty 3162.012311 = -60824.713328
  nChanged 0
		SP:Iteration 10F (928.400000 sec): 3 clusters
  Score: Raw -63986.725638 + Penalty 3162.012311 = -60824.713328
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 25.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (243364 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (929.260000 sec): 2 clusters
  Score: Raw -36143534.836663 + Penalty 3075.773759 = -36140459.062904
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (930.220000 sec): 3 clusters
  Score: Raw -35983067.815606 + Penalty 6151.547518 = -35976916.268088
  nChanged 117452
		SP:Iteration 1F (931.220000 sec): 3 clusters
  Score: Raw -36051707.574535 + Penalty 6151.547518 = -36045556.027017
  nChanged 6397
		SP:Iteration 2Q (932.210000 sec): 3 clusters
  Score: Raw -36053038.962843 + Penalty 6151.547518 = -36046887.415325
  nChanged 7368
		SP:Iteration 3Q (933.220000 sec): 3 clusters
  Score: Raw -36054982.707671 + Penalty 6151.547518 = -36048831.160153
  nChanged 9176
		SP:Iteration 4Q (934.220000 sec): 3 clusters
  Score: Raw -36058316.326905 + Penalty 6151.547518 = -36052164.779387
  nChanged 12412
		SP:Iteration 5F (935.220000 sec): 3 clusters
  Score: Raw -36064519.759187 + Penalty 6151.547518 = -36058368.211669
  nChanged 16943
		SP:Iteration 6F (936.200000 sec): 3 clusters
  Score: Raw -36075929.893117 + Penalty 6151.547518 = -36069778.345599
  nChanged 21602
		SP:Iteration 7F (937.170000 sec): 3 clusters
  Score: Raw -36094450.733716 + Penalty 6151.547518 = -36088299.186198
  nChanged 22601
		SP:Iteration 8F (938.130000 sec): 3 clusters
  Score: Raw -36116724.595520 + Penalty 6151.547518 = -36110573.048002
  nChanged 16751
		SP:Iteration 9F (939.100000 sec): 3 clusters
  Score: Raw -36133651.831169 + Penalty 6151.547518 = -36127500.283651
  nChanged 7880
		SP:Iteration 10Q (940.040000 sec): 3 clusters
  Score: Raw -36141206.556960 + Penalty 6151.547518 = -36135055.009442
  nChanged 2592
		SP:Iteration 11Q (940.860000 sec): 3 clusters
  Score: Raw -36143658.213426 + Penalty 6151.547518 = -36137506.665908
  nChanged 779
		SP:Iteration 12Q (941.620000 sec): 3 clusters
  Score: Raw -36144463.098298 + Penalty 6151.547518 = -36138311.550780
  nChanged 326
		SP:Iteration 13Q (942.340000 sec): 3 clusters
  Score: Raw -36144790.133205 + Penalty 6151.547518 = -36138638.585687
  nChanged 170
		SP:Iteration 14Q (943.070000 sec): 3 clusters
  Score: Raw -36144926.477226 + Penalty 6151.547518 = -36138774.929708
  nChanged 111
		SP:Iteration 15Q (943.800000 sec): 3 clusters
  Score: Raw -36144999.214534 + Penalty 6151.547518 = -36138847.667016
  nChanged 75
		SP:Iteration 16Q (944.500000 sec): 3 clusters
  Score: Raw -36145043.237935 + Penalty 6151.547518 = -36138891.690418
  nChanged 47
		SP:Iteration 17Q (945.190000 sec): 3 clusters
  Score: Raw -36145065.317433 + Penalty 6151.547518 = -36138913.769915
  nChanged 24
		SP:Iteration 18Q (945.880000 sec): 3 clusters
  Score: Raw -36145077.599157 + Penalty 6151.547518 = -36138926.051639
  nChanged 26
		SP:Iteration 19Q (946.560000 sec): 3 clusters
  Score: Raw -36145089.975562 + Penalty 6151.547518 = -36138938.428044
  nChanged 23
		SP:Iteration 20F (947.530000 sec): 3 clusters
  Score: Raw -36145098.626407 + Penalty 6151.547518 = -36138947.078889
  nChanged 16
		SP:Iteration 21Q (948.260000 sec): 3 clusters
  Score: Raw -36145105.310572 + Penalty 6151.547518 = -36138953.763054
  nChanged 18
		SP:Iteration 22Q (948.950000 sec): 3 clusters
  Score: Raw -36145112.942178 + Penalty 6151.547518 = -36138961.394660
  nChanged 14
		SP:Iteration 23Q (949.650000 sec): 3 clusters
  Score: Raw -36145118.488745 + Penalty 6151.547518 = -36138966.941227
  nChanged 10
		SP:Iteration 24Q (950.340000 sec): 3 clusters
  Score: Raw -36145121.428643 + Penalty 6151.547518 = -36138969.881125
  nChanged 5
		SP:Iteration 25Q (951.050000 sec): 3 clusters
  Score: Raw -36145122.750527 + Penalty 6151.547518 = -36138971.203009
  nChanged 5
		SP:Iteration 26Q (951.770000 sec): 3 clusters
  Score: Raw -36145125.388191 + Penalty 6151.547518 = -36138973.840674
  nChanged 8
		SP:Iteration 27Q (952.480000 sec): 3 clusters
  Score: Raw -36145128.457131 + Penalty 6151.547518 = -36138976.909613
  nChanged 10
		SP:Iteration 28Q (953.170000 sec): 3 clusters
  Score: Raw -36145131.662895 + Penalty 6151.547518 = -36138980.115377
  nChanged 5
		SP:Iteration 29Q (953.850000 sec): 3 clusters
  Score: Raw -36145133.999365 + Penalty 6151.547518 = -36138982.451847
  nChanged 1
		SP:Iteration 30Q (954.530000 sec): 3 clusters
  Score: Raw -36145134.381277 + Penalty 6151.547518 = -36138982.833759
  nChanged 2
		SP:Iteration 31Q (955.210000 sec): 3 clusters
  Score: Raw -36145135.242718 + Penalty 6151.547518 = -36138983.695201
  nChanged 5
		SP:Iteration 32Q (955.910000 sec): 3 clusters
  Score: Raw -36145136.635026 + Penalty 6151.547518 = -36138985.087508
  nChanged 4
		SP:Iteration 33Q (956.630000 sec): 3 clusters
  Score: Raw -36145137.618392 + Penalty 6151.547518 = -36138986.070874
  nChanged 2
		SP:Iteration 34Q (957.320000 sec): 3 clusters
  Score: Raw -36145137.939193 + Penalty 6151.547518 = -36138986.391675
  nChanged 0
		SP:Iteration 35F (958.280000 sec): 3 clusters
  Score: Raw -36145137.939193 + Penalty 6151.547518 = -36138986.391675
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (1156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (958.400000 sec): 2 clusters
  Score: Raw -146941.558592 + Penalty 1749.074820 = -145192.483772
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (958.410000 sec): 3 clusters
  Score: Raw -146750.006823 + Penalty 3498.149640 = -143251.857183
  nChanged 348
		SP:Iteration 1F (958.410000 sec): 3 clusters
  Score: Raw -147399.421136 + Penalty 3498.149640 = -143901.271496
  nChanged 111
		SP:Iteration 2F (958.420000 sec): 3 clusters
  Score: Raw -147716.184333 + Penalty 3498.149640 = -144218.034693
  nChanged 69
		SP:Iteration 3F (958.420000 sec): 3 clusters
  Score: Raw -147885.342299 + Penalty 3498.149640 = -144387.192658
  nChanged 57
		SP:Iteration 4Q (958.430000 sec): 3 clusters
  Score: Raw -148026.793479 + Penalty 3498.149640 = -144528.643838
  nChanged 45
		SP:Iteration 5Q (958.430000 sec): 3 clusters
  Score: Raw -148171.443166 + Penalty 3498.149640 = -144673.293526
  nChanged 40
		SP:Iteration 6Q (958.440000 sec): 3 clusters
  Score: Raw -148279.834991 + Penalty 3498.149640 = -144781.685351
  nChanged 37
		SP:Iteration 7Q (958.440000 sec): 3 clusters
  Score: Raw -148365.559299 + Penalty 3498.149640 = -144867.409659
  nChanged 25
		SP:Iteration 8Q (958.440000 sec): 3 clusters
  Score: Raw -148429.564502 + Penalty 3498.149640 = -144931.414862
  nChanged 16
		SP:Iteration 9Q (958.450000 sec): 3 clusters
  Score: Raw -148464.496657 + Penalty 3498.149640 = -144966.347017
  nChanged 16
		SP:Iteration 10Q (958.450000 sec): 3 clusters
  Score: Raw -148488.065433 + Penalty 3498.149640 = -144989.915793
  nChanged 11
		SP:Iteration 11Q (958.460000 sec): 3 clusters
  Score: Raw -148502.190777 + Penalty 3498.149640 = -145004.041137
  nChanged 7
		SP:Iteration 12Q (958.460000 sec): 3 clusters
  Score: Raw -148509.851376 + Penalty 3498.149640 = -145011.701736
  nChanged 6
		SP:Iteration 13Q (958.460000 sec): 3 clusters
  Score: Raw -148514.207332 + Penalty 3498.149640 = -145016.057692
  nChanged 1
		SP:Iteration 14Q (958.470000 sec): 3 clusters
  Score: Raw -148514.785371 + Penalty 3498.149640 = -145016.635730
  nChanged 1
		SP:Iteration 15Q (958.470000 sec): 3 clusters
  Score: Raw -148515.339381 + Penalty 3498.149640 = -145017.189741
  nChanged 0
		SP:Iteration 16F (958.480000 sec): 3 clusters
  Score: Raw -148515.339381 + Penalty 3498.149640 = -145017.189741
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (15927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (958.540000 sec): 2 clusters
  Score: Raw -2262600.515525 + Penalty 2399.591223 = -2260200.924302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (958.600000 sec): 3 clusters
  Score: Raw -2253608.579203 + Penalty 4799.182446 = -2248809.396757
  nChanged 6910
		SP:Iteration 1F (958.660000 sec): 3 clusters
  Score: Raw -2257275.239027 + Penalty 4799.182446 = -2252476.056581
  nChanged 954
		SP:Iteration 2F (958.720000 sec): 3 clusters
  Score: Raw -2257731.002479 + Penalty 4799.182446 = -2252931.820032
  nChanged 864
		SP:Iteration 3F (958.790000 sec): 3 clusters
  Score: Raw -2258157.565900 + Penalty 4799.182446 = -2253358.383454
  nChanged 831
		SP:Iteration 4F (958.850000 sec): 3 clusters
  Score: Raw -2258580.317826 + Penalty 4799.182446 = -2253781.135380
  nChanged 763
		SP:Iteration 5Q (958.910000 sec): 3 clusters
  Score: Raw -2258962.434981 + Penalty 4799.182446 = -2254163.252535
  nChanged 743
		SP:Iteration 6Q (958.980000 sec): 3 clusters
  Score: Raw -2259343.506973 + Penalty 4799.182446 = -2254544.324527
  nChanged 713
		SP:Iteration 7Q (959.040000 sec): 3 clusters
  Score: Raw -2259731.232729 + Penalty 4799.182446 = -2254932.050282
  nChanged 678
		SP:Iteration 8Q (959.100000 sec): 3 clusters
  Score: Raw -2260160.009198 + Penalty 4799.182446 = -2255360.826751
  nChanged 659
		SP:Iteration 9Q (959.160000 sec): 3 clusters
  Score: Raw -2260641.388234 + Penalty 4799.182446 = -2255842.205788
  nChanged 646
		SP:Iteration 10Q (959.220000 sec): 3 clusters
  Score: Raw -2261138.204390 + Penalty 4799.182446 = -2256339.021944
  nChanged 569
		SP:Iteration 11Q (959.280000 sec): 3 clusters
  Score: Raw -2261532.094522 + Penalty 4799.182446 = -2256732.912075
  nChanged 456
		SP:Iteration 12Q (959.330000 sec): 3 clusters
  Score: Raw -2261799.574065 + Penalty 4799.182446 = -2257000.391619
  nChanged 337
		SP:Iteration 13Q (959.380000 sec): 3 clusters
  Score: Raw -2261943.683389 + Penalty 4799.182446 = -2257144.500943
  nChanged 240
		SP:Iteration 14Q (959.440000 sec): 3 clusters
  Score: Raw -2262036.475397 + Penalty 4799.182446 = -2257237.292950
  nChanged 184
		SP:Iteration 15Q (959.490000 sec): 3 clusters
  Score: Raw -2262104.719855 + Penalty 4799.182446 = -2257305.537409
  nChanged 141
		SP:Iteration 16Q (959.540000 sec): 3 clusters
  Score: Raw -2262152.470699 + Penalty 4799.182446 = -2257353.288253
  nChanged 139
		SP:Iteration 17Q (959.600000 sec): 3 clusters
  Score: Raw -2262200.372121 + Penalty 4799.182446 = -2257401.189675
  nChanged 112
		SP:Iteration 18Q (959.650000 sec): 3 clusters
  Score: Raw -2262238.511980 + Penalty 4799.182446 = -2257439.329533
  nChanged 113
		SP:Iteration 19Q (959.700000 sec): 3 clusters
  Score: Raw -2262278.668628 + Penalty 4799.182446 = -2257479.486181
  nChanged 110
		SP:Iteration 20F (959.760000 sec): 3 clusters
  Score: Raw -2262310.242510 + Penalty 4799.182446 = -2257511.060064
  nChanged 100
		SP:Iteration 21Q (959.810000 sec): 3 clusters
  Score: Raw -2262344.394075 + Penalty 4799.182446 = -2257545.211629
  nChanged 83
		SP:Iteration 22Q (959.860000 sec): 3 clusters
  Score: Raw -2262369.844995 + Penalty 4799.182446 = -2257570.662548
  nChanged 77
		SP:Iteration 23Q (959.910000 sec): 3 clusters
  Score: Raw -2262392.940625 + Penalty 4799.182446 = -2257593.758179
  nChanged 71
		SP:Iteration 24Q (959.960000 sec): 3 clusters
  Score: Raw -2262414.185889 + Penalty 4799.182446 = -2257615.003443
  nChanged 77
		SP:Iteration 25Q (960.010000 sec): 3 clusters
  Score: Raw -2262439.887089 + Penalty 4799.182446 = -2257640.704643
  nChanged 68
		SP:Iteration 26Q (960.060000 sec): 3 clusters
  Score: Raw -2262462.827796 + Penalty 4799.182446 = -2257663.645350
  nChanged 66
		SP:Iteration 27Q (960.110000 sec): 3 clusters
  Score: Raw -2262483.560441 + Penalty 4799.182446 = -2257684.377995
  nChanged 76
		SP:Iteration 28Q (960.160000 sec): 3 clusters
  Score: Raw -2262506.191214 + Penalty 4799.182446 = -2257707.008768
  nChanged 60
		SP:Iteration 29Q (960.200000 sec): 3 clusters
  Score: Raw -2262521.967642 + Penalty 4799.182446 = -2257722.785196
  nChanged 55
		SP:Iteration 30Q (960.250000 sec): 3 clusters
  Score: Raw -2262536.926149 + Penalty 4799.182446 = -2257737.743703
  nChanged 50
		SP:Iteration 31Q (960.300000 sec): 3 clusters
  Score: Raw -2262551.884236 + Penalty 4799.182446 = -2257752.701789
  nChanged 40
		SP:Iteration 32Q (960.350000 sec): 3 clusters
  Score: Raw -2262561.473764 + Penalty 4799.182446 = -2257762.291318
  nChanged 41
		SP:Iteration 33Q (960.400000 sec): 3 clusters
  Score: Raw -2262571.935690 + Penalty 4799.182446 = -2257772.753243
  nChanged 45
		SP:Iteration 34Q (960.450000 sec): 3 clusters
  Score: Raw -2262581.575075 + Penalty 4799.182446 = -2257782.392628
  nChanged 37
		SP:Iteration 35Q (960.500000 sec): 3 clusters
  Score: Raw -2262590.163388 + Penalty 4799.182446 = -2257790.980941
  nChanged 39
		SP:Iteration 36Q (960.540000 sec): 3 clusters
  Score: Raw -2262600.379113 + Penalty 4799.182446 = -2257801.196666
  nChanged 34
		SP:Iteration 37Q (960.600000 sec): 3 clusters
  Score: Raw -2262608.937398 + Penalty 4799.182446 = -2257809.754952
  nChanged 30
		SP:Iteration 38Q (960.640000 sec): 3 clusters
  Score: Raw -2262614.258369 + Penalty 4799.182446 = -2257815.075923
  nChanged 20
		SP:Iteration 39Q (960.690000 sec): 3 clusters
  Score: Raw -2262617.269586 + Penalty 4799.182446 = -2257818.087139
  nChanged 17
		SP:Iteration 40F (960.750000 sec): 3 clusters
  Score: Raw -2262620.327834 + Penalty 4799.182446 = -2257821.145388
  nChanged 15
		SP:Iteration 41Q (960.800000 sec): 3 clusters
  Score: Raw -2262623.088861 + Penalty 4799.182446 = -2257823.906414
  nChanged 15
		SP:Iteration 42Q (960.840000 sec): 3 clusters
  Score: Raw -2262624.938936 + Penalty 4799.182446 = -2257825.756490
  nChanged 8
		SP:Iteration 43Q (960.890000 sec): 3 clusters
  Score: Raw -2262626.532876 + Penalty 4799.182446 = -2257827.350429
  nChanged 12
		SP:Iteration 44Q (960.940000 sec): 3 clusters
  Score: Raw -2262628.244601 + Penalty 4799.182446 = -2257829.062155
  nChanged 9
		SP:Iteration 45Q (960.990000 sec): 3 clusters
  Score: Raw -2262630.274092 + Penalty 4799.182446 = -2257831.091645
  nChanged 17
		SP:Iteration 46Q (961.040000 sec): 3 clusters
  Score: Raw -2262634.559254 + Penalty 4799.182446 = -2257835.376807
  nChanged 25
		SP:Iteration 47Q (961.080000 sec): 3 clusters
  Score: Raw -2262640.460856 + Penalty 4799.182446 = -2257841.278410
  nChanged 33
		SP:Iteration 48Q (961.130000 sec): 3 clusters
  Score: Raw -2262647.783150 + Penalty 4799.182446 = -2257848.600704
  nChanged 28
		SP:Iteration 49Q (961.180000 sec): 3 clusters
  Score: Raw -2262654.485709 + Penalty 4799.182446 = -2257855.303262
  nChanged 27
		SP:Iteration 50Q (961.230000 sec): 3 clusters
  Score: Raw -2262660.038374 + Penalty 4799.182446 = -2257860.855928
  nChanged 26
		SP:Iteration 51Q (961.280000 sec): 3 clusters
  Score: Raw -2262665.547215 + Penalty 4799.182446 = -2257866.364769
  nChanged 23
		SP:Iteration 52Q (961.320000 sec): 3 clusters
  Score: Raw -2262670.625592 + Penalty 4799.182446 = -2257871.443145
  nChanged 20
		SP:Iteration 53Q (961.370000 sec): 3 clusters
  Score: Raw -2262675.933680 + Penalty 4799.182446 = -2257876.751234
  nChanged 27
		SP:Iteration 54Q (961.420000 sec): 3 clusters
  Score: Raw -2262682.873799 + Penalty 4799.182446 = -2257883.691352
  nChanged 24
		SP:Iteration 55Q (961.470000 sec): 3 clusters
  Score: Raw -2262689.206810 + Penalty 4799.182446 = -2257890.024363
  nChanged 23
		SP:Iteration 56Q (961.510000 sec): 3 clusters
  Score: Raw -2262694.384289 + Penalty 4799.182446 = -2257895.201842
  nChanged 21
		SP:Iteration 57Q (961.560000 sec): 3 clusters
  Score: Raw -2262699.703868 + Penalty 4799.182446 = -2257900.521421
  nChanged 28
		SP:Iteration 58Q (961.610000 sec): 3 clusters
  Score: Raw -2262706.228364 + Penalty 4799.182446 = -2257907.045918
  nChanged 34
		SP:Iteration 59Q (961.660000 sec): 3 clusters
  Score: Raw -2262714.984397 + Penalty 4799.182446 = -2257915.801951
  nChanged 30
		SP:Iteration 60F (961.710000 sec): 3 clusters
  Score: Raw -2262722.619574 + Penalty 4799.182446 = -2257923.437127
  nChanged 32
		SP:Iteration 61Q (961.760000 sec): 3 clusters
  Score: Raw -2262730.895538 + Penalty 4799.182446 = -2257931.713091
  nChanged 29
		SP:Iteration 62Q (961.810000 sec): 3 clusters
  Score: Raw -2262738.494745 + Penalty 4799.182446 = -2257939.312298
  nChanged 28
		SP:Iteration 63Q (961.850000 sec): 3 clusters
  Score: Raw -2262744.440469 + Penalty 4799.182446 = -2257945.258022
  nChanged 18
		SP:Iteration 64Q (961.900000 sec): 3 clusters
  Score: Raw -2262747.399957 + Penalty 4799.182446 = -2257948.217511
  nChanged 16
		SP:Iteration 65Q (961.950000 sec): 3 clusters
  Score: Raw -2262750.816737 + Penalty 4799.182446 = -2257951.634291
  nChanged 17
		SP:Iteration 66Q (961.990000 sec): 3 clusters
  Score: Raw -2262754.574864 + Penalty 4799.182446 = -2257955.392417
  nChanged 23
		SP:Iteration 67Q (962.040000 sec): 3 clusters
  Score: Raw -2262759.609775 + Penalty 4799.182446 = -2257960.427329
  nChanged 18
		SP:Iteration 68Q (962.090000 sec): 3 clusters
  Score: Raw -2262763.932460 + Penalty 4799.182446 = -2257964.750014
  nChanged 15
		SP:Iteration 69Q (962.130000 sec): 3 clusters
  Score: Raw -2262767.757796 + Penalty 4799.182446 = -2257968.575350
  nChanged 21
		SP:Iteration 70Q (962.180000 sec): 3 clusters
  Score: Raw -2262773.300632 + Penalty 4799.182446 = -2257974.118186
  nChanged 21
		SP:Iteration 71Q (962.220000 sec): 3 clusters
  Score: Raw -2262778.882213 + Penalty 4799.182446 = -2257979.699766
  nChanged 17
		SP:Iteration 72Q (962.270000 sec): 3 clusters
  Score: Raw -2262782.315973 + Penalty 4799.182446 = -2257983.133526
  nChanged 10
		SP:Iteration 73Q (962.320000 sec): 3 clusters
  Score: Raw -2262784.817729 + Penalty 4799.182446 = -2257985.635283
  nChanged 9
		SP:Iteration 74Q (962.360000 sec): 3 clusters
  Score: Raw -2262786.849712 + Penalty 4799.182446 = -2257987.667265
  nChanged 6
		SP:Iteration 75Q (962.410000 sec): 3 clusters
  Score: Raw -2262787.876969 + Penalty 4799.182446 = -2257988.694523
  nChanged 3
		SP:Iteration 76Q (962.460000 sec): 3 clusters
  Score: Raw -2262788.362352 + Penalty 4799.182446 = -2257989.179906
  nChanged 2
		SP:Iteration 77Q (962.500000 sec): 3 clusters
  Score: Raw -2262788.716616 + Penalty 4799.182446 = -2257989.534169
  nChanged 3
		SP:Iteration 78Q (962.550000 sec): 3 clusters
  Score: Raw -2262789.138699 + Penalty 4799.182446 = -2257989.956253
  nChanged 2
		SP:Iteration 79Q (962.600000 sec): 3 clusters
  Score: Raw -2262789.409559 + Penalty 4799.182446 = -2257990.227113
  nChanged 3
		SP:Iteration 80F (962.650000 sec): 3 clusters
  Score: Raw -2262790.156565 + Penalty 4799.182446 = -2257990.974118
  nChanged 2
		SP:Iteration 81Q (962.700000 sec): 3 clusters
  Score: Raw -2262790.541206 + Penalty 4799.182446 = -2257991.358760
  nChanged 0
		SP:Iteration 82F (962.760000 sec): 3 clusters
  Score: Raw -2262790.541206 + Penalty 4799.182446 = -2257991.358760
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (1314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (962.770000 sec): 2 clusters
  Score: Raw -167067.661982 + Penalty 1780.846137 = -165286.815845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (962.770000 sec): 3 clusters
  Score: Raw -166793.261966 + Penalty 3561.692275 = -163231.569691
  nChanged 391
		SP:Iteration 1F (962.780000 sec): 3 clusters
  Score: Raw -168063.871671 + Penalty 3561.692275 = -164502.179396
  nChanged 204
		SP:Iteration 2F (962.780000 sec): 3 clusters
  Score: Raw -169078.942753 + Penalty 3561.692275 = -165517.250478
  nChanged 185
		SP:Iteration 3F (962.790000 sec): 3 clusters
  Score: Raw -170243.260823 + Penalty 3561.692275 = -166681.568548
  nChanged 108
		SP:Iteration 4F (962.790000 sec): 3 clusters
  Score: Raw -171392.136797 + Penalty 3561.692275 = -167830.444522
  nChanged 29
		SP:Iteration 5Q (962.800000 sec): 3 clusters
  Score: Raw -171724.425357 + Penalty 3561.692275 = -168162.733082
  nChanged 27
		SP:Iteration 6Q (962.800000 sec): 3 clusters
  Score: Raw -172213.183328 + Penalty 3561.692275 = -168651.491053
  nChanged 28
		SP:Iteration 7Q (962.800000 sec): 3 clusters
  Score: Raw -172910.455578 + Penalty 3561.692275 = -169348.763303
  nChanged 10
		SP:Iteration 8Q (962.810000 sec): 3 clusters
  Score: Raw -173476.964905 + Penalty 3561.692275 = -169915.272630
  nChanged 0
		SP:Iteration 9F (962.810000 sec): 3 clusters
  Score: Raw -173476.964905 + Penalty 3561.692275 = -169915.272630
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 26.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2035 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (962.820000 sec): 2 clusters
  Score: Raw -282335.777935 + Penalty 1889.326272 = -280446.451663
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (962.830000 sec): 3 clusters
  Score: Raw -281690.148827 + Penalty 3778.652545 = -277911.496283
  nChanged 695
		SP:Iteration 1F (962.840000 sec): 3 clusters
  Score: Raw -282539.379718 + Penalty 3778.652545 = -278760.727173
  nChanged 229
		SP:Iteration 2F (962.840000 sec): 3 clusters
  Score: Raw -282872.281043 + Penalty 3778.652545 = -279093.628498
  nChanged 131
		SP:Iteration 3F (962.850000 sec): 3 clusters
  Score: Raw -283044.910267 + Penalty 3778.652545 = -279266.257722
  nChanged 81
		SP:Iteration 4Q (962.860000 sec): 3 clusters
  Score: Raw -283121.602877 + Penalty 3778.652545 = -279342.950333
  nChanged 56
		SP:Iteration 5Q (962.870000 sec): 3 clusters
  Score: Raw -283177.981585 + Penalty 3778.652545 = -279399.329040
  nChanged 35
		SP:Iteration 6Q (962.870000 sec): 3 clusters
  Score: Raw -283216.291394 + Penalty 3778.652545 = -279437.638849
  nChanged 30
		SP:Iteration 7Q (962.880000 sec): 3 clusters
  Score: Raw -283260.261030 + Penalty 3778.652545 = -279481.608485
  nChanged 23
		SP:Iteration 8Q (962.890000 sec): 3 clusters
  Score: Raw -283305.451615 + Penalty 3778.652545 = -279526.799071
  nChanged 31
		SP:Iteration 9Q (962.900000 sec): 3 clusters
  Score: Raw -283333.664893 + Penalty 3778.652545 = -279555.012348
  nChanged 31
		SP:Iteration 10Q (962.900000 sec): 3 clusters
  Score: Raw -283350.781165 + Penalty 3778.652545 = -279572.128621
  nChanged 19
		SP:Iteration 11Q (962.910000 sec): 3 clusters
  Score: Raw -283362.325547 + Penalty 3778.652545 = -279583.673003
  nChanged 11
		SP:Iteration 12Q (962.920000 sec): 3 clusters
  Score: Raw -283366.566271 + Penalty 3778.652545 = -279587.913727
  nChanged 4
		SP:Iteration 13Q (962.920000 sec): 3 clusters
  Score: Raw -283369.146741 + Penalty 3778.652545 = -279590.494197
  nChanged 5
		SP:Iteration 14Q (962.930000 sec): 3 clusters
  Score: Raw -283372.686649 + Penalty 3778.652545 = -279594.034104
  nChanged 5
		SP:Iteration 15Q (962.940000 sec): 3 clusters
  Score: Raw -283376.579951 + Penalty 3778.652545 = -279597.927407
  nChanged 3
		SP:Iteration 16Q (962.940000 sec): 3 clusters
  Score: Raw -283377.823977 + Penalty 3778.652545 = -279599.171433
  nChanged 3
		SP:Iteration 17Q (962.950000 sec): 3 clusters
  Score: Raw -283378.950814 + Penalty 3778.652545 = -279600.298270
  nChanged 0
		SP:Iteration 18F (962.960000 sec): 3 clusters
  Score: Raw -283378.950814 + Penalty 3778.652545 = -279600.298270
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (30744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (963.070000 sec): 2 clusters
  Score: Raw -4327227.753279 + Penalty 2562.695633 = -4324665.057647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (963.180000 sec): 3 clusters
  Score: Raw -4308839.161146 + Penalty 5125.391266 = -4303713.769880
  nChanged 13837
		SP:Iteration 1F (963.300000 sec): 3 clusters
  Score: Raw -4316792.448256 + Penalty 5125.391266 = -4311667.056990
  nChanged 1727
		SP:Iteration 2F (963.410000 sec): 3 clusters
  Score: Raw -4317573.429672 + Penalty 5125.391266 = -4312448.038407
  nChanged 1651
		SP:Iteration 3F (963.530000 sec): 3 clusters
  Score: Raw -4318337.317019 + Penalty 5125.391266 = -4313211.925753
  nChanged 1676
		SP:Iteration 4F (963.640000 sec): 3 clusters
  Score: Raw -4319195.654404 + Penalty 5125.391266 = -4314070.263139
  nChanged 1755
		SP:Iteration 5F (963.770000 sec): 3 clusters
  Score: Raw -4320142.582243 + Penalty 5125.391266 = -4315017.190977
  nChanged 1654
		SP:Iteration 6F (963.880000 sec): 3 clusters
  Score: Raw -4321013.537032 + Penalty 5125.391266 = -4315888.145766
  nChanged 1517
		SP:Iteration 7Q (963.990000 sec): 3 clusters
  Score: Raw -4321862.656141 + Penalty 5125.391266 = -4316737.264875
  nChanged 1433
		SP:Iteration 8Q (964.110000 sec): 3 clusters
  Score: Raw -4322732.938248 + Penalty 5125.391266 = -4317607.546982
  nChanged 1324
		SP:Iteration 9Q (964.230000 sec): 3 clusters
  Score: Raw -4323621.101355 + Penalty 5125.391266 = -4318495.710089
  nChanged 1206
		SP:Iteration 10Q (964.340000 sec): 3 clusters
  Score: Raw -4324525.649108 + Penalty 5125.391266 = -4319400.257842
  nChanged 1004
		SP:Iteration 11Q (964.460000 sec): 3 clusters
  Score: Raw -4325310.016345 + Penalty 5125.391266 = -4320184.625079
  nChanged 891
		SP:Iteration 12Q (964.560000 sec): 3 clusters
  Score: Raw -4325967.098174 + Penalty 5125.391266 = -4320841.706909
  nChanged 753
		SP:Iteration 13Q (964.670000 sec): 3 clusters
  Score: Raw -4326477.785524 + Penalty 5125.391266 = -4321352.394258
  nChanged 573
		SP:Iteration 14Q (964.780000 sec): 3 clusters
  Score: Raw -4326836.345304 + Penalty 5125.391266 = -4321710.954038
  nChanged 488
		SP:Iteration 15Q (964.880000 sec): 3 clusters
  Score: Raw -4327118.523112 + Penalty 5125.391266 = -4321993.131846
  nChanged 412
		SP:Iteration 16Q (964.980000 sec): 3 clusters
  Score: Raw -4327331.987660 + Penalty 5125.391266 = -4322206.596394
  nChanged 326
		SP:Iteration 17Q (965.080000 sec): 3 clusters
  Score: Raw -4327488.934893 + Penalty 5125.391266 = -4322363.543627
  nChanged 263
		SP:Iteration 18Q (965.170000 sec): 3 clusters
  Score: Raw -4327602.911984 + Penalty 5125.391266 = -4322477.520719
  nChanged 202
		SP:Iteration 19Q (965.260000 sec): 3 clusters
  Score: Raw -4327663.513654 + Penalty 5125.391266 = -4322538.122388
  nChanged 142
		SP:Iteration 20F (965.380000 sec): 3 clusters
  Score: Raw -4327704.015934 + Penalty 5125.391266 = -4322578.624668
  nChanged 115
		SP:Iteration 21Q (965.470000 sec): 3 clusters
  Score: Raw -4327731.921312 + Penalty 5125.391266 = -4322606.530046
  nChanged 88
		SP:Iteration 22Q (965.560000 sec): 3 clusters
  Score: Raw -4327752.538140 + Penalty 5125.391266 = -4322627.146874
  nChanged 86
		SP:Iteration 23Q (965.660000 sec): 3 clusters
  Score: Raw -4327770.910035 + Penalty 5125.391266 = -4322645.518769
  nChanged 78
		SP:Iteration 24Q (965.750000 sec): 3 clusters
  Score: Raw -4327787.419137 + Penalty 5125.391266 = -4322662.027871
  nChanged 74
		SP:Iteration 25Q (965.840000 sec): 3 clusters
  Score: Raw -4327803.746517 + Penalty 5125.391266 = -4322678.355251
  nChanged 74
		SP:Iteration 26Q (965.930000 sec): 3 clusters
  Score: Raw -4327818.382344 + Penalty 5125.391266 = -4322692.991078
  nChanged 55
		SP:Iteration 27Q (966.020000 sec): 3 clusters
  Score: Raw -4327828.887101 + Penalty 5125.391266 = -4322703.495835
  nChanged 54
		SP:Iteration 28Q (966.110000 sec): 3 clusters
  Score: Raw -4327840.783235 + Penalty 5125.391266 = -4322715.391970
  nChanged 51
		SP:Iteration 29Q (966.200000 sec): 3 clusters
  Score: Raw -4327851.720992 + Penalty 5125.391266 = -4322726.329726
  nChanged 50
		SP:Iteration 30Q (966.300000 sec): 3 clusters
  Score: Raw -4327861.218715 + Penalty 5125.391266 = -4322735.827449
  nChanged 29
		SP:Iteration 31Q (966.380000 sec): 3 clusters
  Score: Raw -4327865.282312 + Penalty 5125.391266 = -4322739.891046
  nChanged 28
		SP:Iteration 32Q (966.480000 sec): 3 clusters
  Score: Raw -4327869.217880 + Penalty 5125.391266 = -4322743.826615
  nChanged 28
		SP:Iteration 33Q (966.570000 sec): 3 clusters
  Score: Raw -4327874.270328 + Penalty 5125.391266 = -4322748.879062
  nChanged 37
		SP:Iteration 34Q (966.660000 sec): 3 clusters
  Score: Raw -4327882.666112 + Penalty 5125.391266 = -4322757.274846
  nChanged 39
		SP:Iteration 35Q (966.750000 sec): 3 clusters
  Score: Raw -4327890.907418 + Penalty 5125.391266 = -4322765.516152
  nChanged 31
		SP:Iteration 36Q (966.840000 sec): 3 clusters
  Score: Raw -4327897.097898 + Penalty 5125.391266 = -4322771.706632
  nChanged 30
		SP:Iteration 37Q (966.930000 sec): 3 clusters
  Score: Raw -4327902.398282 + Penalty 5125.391266 = -4322777.007017
  nChanged 22
		SP:Iteration 38Q (967.020000 sec): 3 clusters
  Score: Raw -4327906.159353 + Penalty 5125.391266 = -4322780.768088
  nChanged 25
		SP:Iteration 39Q (967.110000 sec): 3 clusters
  Score: Raw -4327910.117084 + Penalty 5125.391266 = -4322784.725818
  nChanged 21
		SP:Iteration 40F (967.220000 sec): 3 clusters
  Score: Raw -4327912.995722 + Penalty 5125.391266 = -4322787.604457
  nChanged 14
		SP:Iteration 41Q (967.310000 sec): 3 clusters
  Score: Raw -4327914.467773 + Penalty 5125.391266 = -4322789.076508
  nChanged 12
		SP:Iteration 42Q (967.400000 sec): 3 clusters
  Score: Raw -4327916.247803 + Penalty 5125.391266 = -4322790.856537
  nChanged 13
		SP:Iteration 43Q (967.490000 sec): 3 clusters
  Score: Raw -4327918.054286 + Penalty 5125.391266 = -4322792.663020
  nChanged 10
		SP:Iteration 44Q (967.580000 sec): 3 clusters
  Score: Raw -4327919.547119 + Penalty 5125.391266 = -4322794.155854
  nChanged 10
		SP:Iteration 45Q (967.670000 sec): 3 clusters
  Score: Raw -4327921.083108 + Penalty 5125.391266 = -4322795.691842
  nChanged 12
		SP:Iteration 46Q (967.760000 sec): 3 clusters
  Score: Raw -4327922.936285 + Penalty 5125.391266 = -4322797.545020
  nChanged 14
		SP:Iteration 47Q (967.840000 sec): 3 clusters
  Score: Raw -4327924.334303 + Penalty 5125.391266 = -4322798.943038
  nChanged 10
		SP:Iteration 48Q (967.940000 sec): 3 clusters
  Score: Raw -4327925.781128 + Penalty 5125.391266 = -4322800.389863
  nChanged 12
		SP:Iteration 49Q (968.020000 sec): 3 clusters
  Score: Raw -4327927.251205 + Penalty 5125.391266 = -4322801.859940
  nChanged 13
		SP:Iteration 50Q (968.110000 sec): 3 clusters
  Score: Raw -4327928.739849 + Penalty 5125.391266 = -4322803.348584
  nChanged 17
		SP:Iteration 51Q (968.200000 sec): 3 clusters
  Score: Raw -4327931.189760 + Penalty 5125.391266 = -4322805.798495
  nChanged 15
		SP:Iteration 52Q (968.290000 sec): 3 clusters
  Score: Raw -4327933.082942 + Penalty 5125.391266 = -4322807.691676
  nChanged 12
		SP:Iteration 53Q (968.380000 sec): 3 clusters
  Score: Raw -4327934.617394 + Penalty 5125.391266 = -4322809.226128
  nChanged 14
		SP:Iteration 54Q (968.470000 sec): 3 clusters
  Score: Raw -4327936.710935 + Penalty 5125.391266 = -4322811.319670
  nChanged 18
		SP:Iteration 55Q (968.560000 sec): 3 clusters
  Score: Raw -4327939.220959 + Penalty 5125.391266 = -4322813.829694
  nChanged 13
		SP:Iteration 56Q (968.650000 sec): 3 clusters
  Score: Raw -4327940.516608 + Penalty 5125.391266 = -4322815.125342
  nChanged 9
		SP:Iteration 57Q (968.740000 sec): 3 clusters
  Score: Raw -4327942.012015 + Penalty 5125.391266 = -4322816.620749
  nChanged 8
		SP:Iteration 58Q (968.820000 sec): 3 clusters
  Score: Raw -4327943.100298 + Penalty 5125.391266 = -4322817.709032
  nChanged 9
		SP:Iteration 59Q (968.910000 sec): 3 clusters
  Score: Raw -4327944.098190 + Penalty 5125.391266 = -4322818.706924
  nChanged 5
		SP:Iteration 60F (969.030000 sec): 3 clusters
  Score: Raw -4327944.809775 + Penalty 5125.391266 = -4322819.418509
  nChanged 8
		SP:Iteration 61Q (969.120000 sec): 3 clusters
  Score: Raw -4327945.943886 + Penalty 5125.391266 = -4322820.552621
  nChanged 7
		SP:Iteration 62Q (969.200000 sec): 3 clusters
  Score: Raw -4327946.948471 + Penalty 5125.391266 = -4322821.557206
  nChanged 8
		SP:Iteration 63Q (969.290000 sec): 3 clusters
  Score: Raw -4327948.397845 + Penalty 5125.391266 = -4322823.006579
  nChanged 11
		SP:Iteration 64Q (969.380000 sec): 3 clusters
  Score: Raw -4327950.448103 + Penalty 5125.391266 = -4322825.056838
  nChanged 11
		SP:Iteration 65Q (969.470000 sec): 3 clusters
  Score: Raw -4327951.803538 + Penalty 5125.391266 = -4322826.412273
  nChanged 8
		SP:Iteration 66Q (969.560000 sec): 3 clusters
  Score: Raw -4327953.222300 + Penalty 5125.391266 = -4322827.831034
  nChanged 8
		SP:Iteration 67Q (969.640000 sec): 3 clusters
  Score: Raw -4327954.393724 + Penalty 5125.391266 = -4322829.002459
  nChanged 7
		SP:Iteration 68Q (969.730000 sec): 3 clusters
  Score: Raw -4327955.463101 + Penalty 5125.391266 = -4322830.071836
  nChanged 6
		SP:Iteration 69Q (969.820000 sec): 3 clusters
  Score: Raw -4327956.084433 + Penalty 5125.391266 = -4322830.693168
  nChanged 2
		SP:Iteration 70Q (969.910000 sec): 3 clusters
  Score: Raw -4327956.393249 + Penalty 5125.391266 = -4322831.001984
  nChanged 2
		SP:Iteration 71Q (970.000000 sec): 3 clusters
  Score: Raw -4327956.662289 + Penalty 5125.391266 = -4322831.271023
  nChanged 3
		SP:Iteration 72Q (970.090000 sec): 3 clusters
  Score: Raw -4327957.197034 + Penalty 5125.391266 = -4322831.805768
  nChanged 2
		SP:Iteration 73Q (970.180000 sec): 3 clusters
  Score: Raw -4327957.530705 + Penalty 5125.391266 = -4322832.139440
  nChanged 2
		SP:Iteration 74Q (970.260000 sec): 3 clusters
  Score: Raw -4327957.739530 + Penalty 5125.391266 = -4322832.348265
  nChanged 1
		SP:Iteration 75Q (970.350000 sec): 3 clusters
  Score: Raw -4327957.934704 + Penalty 5125.391266 = -4322832.543438
  nChanged 4
		SP:Iteration 76Q (970.440000 sec): 3 clusters
  Score: Raw -4327958.473389 + Penalty 5125.391266 = -4322833.082123
  nChanged 5
		SP:Iteration 77Q (970.530000 sec): 3 clusters
  Score: Raw -4327959.334354 + Penalty 5125.391266 = -4322833.943088
  nChanged 7
		SP:Iteration 78Q (970.620000 sec): 3 clusters
  Score: Raw -4327960.330728 + Penalty 5125.391266 = -4322834.939463
  nChanged 8
		SP:Iteration 79Q (970.700000 sec): 3 clusters
  Score: Raw -4327961.684489 + Penalty 5125.391266 = -4322836.293223
  nChanged 7
		SP:Iteration 80F (970.820000 sec): 3 clusters
  Score: Raw -4327962.801744 + Penalty 5125.391266 = -4322837.410478
  nChanged 11
		SP:Iteration 81Q (970.900000 sec): 3 clusters
  Score: Raw -4327964.691595 + Penalty 5125.391266 = -4322839.300330
  nChanged 13
		SP:Iteration 82Q (970.990000 sec): 3 clusters
  Score: Raw -4327966.405051 + Penalty 5125.391266 = -4322841.013785
  nChanged 13
		SP:Iteration 83Q (971.080000 sec): 3 clusters
  Score: Raw -4327968.434687 + Penalty 5125.391266 = -4322843.043421
  nChanged 12
		SP:Iteration 84Q (971.160000 sec): 3 clusters
  Score: Raw -4327970.156094 + Penalty 5125.391266 = -4322844.764828
  nChanged 14
		SP:Iteration 85Q (971.260000 sec): 3 clusters
  Score: Raw -4327971.934232 + Penalty 5125.391266 = -4322846.542967
  nChanged 10
		SP:Iteration 86Q (971.340000 sec): 3 clusters
  Score: Raw -4327973.443232 + Penalty 5125.391266 = -4322848.051966
  nChanged 12
		SP:Iteration 87Q (971.430000 sec): 3 clusters
  Score: Raw -4327975.056052 + Penalty 5125.391266 = -4322849.664787
  nChanged 9
		SP:Iteration 88Q (971.520000 sec): 3 clusters
  Score: Raw -4327976.508340 + Penalty 5125.391266 = -4322851.117074
  nChanged 6
		SP:Iteration 89Q (971.610000 sec): 3 clusters
  Score: Raw -4327977.709684 + Penalty 5125.391266 = -4322852.318418
  nChanged 6
		SP:Iteration 90Q (971.700000 sec): 3 clusters
  Score: Raw -4327978.658212 + Penalty 5125.391266 = -4322853.266946
  nChanged 5
		SP:Iteration 91Q (971.780000 sec): 3 clusters
  Score: Raw -4327979.550576 + Penalty 5125.391266 = -4322854.159311
  nChanged 4
		SP:Iteration 92Q (971.870000 sec): 3 clusters
  Score: Raw -4327980.074861 + Penalty 5125.391266 = -4322854.683596
  nChanged 6
		SP:Iteration 93Q (971.960000 sec): 3 clusters
  Score: Raw -4327980.790619 + Penalty 5125.391266 = -4322855.399353
  nChanged 6
		SP:Iteration 94Q (972.050000 sec): 3 clusters
  Score: Raw -4327981.582291 + Penalty 5125.391266 = -4322856.191025
  nChanged 3
		SP:Iteration 95Q (972.140000 sec): 3 clusters
  Score: Raw -4327982.351522 + Penalty 5125.391266 = -4322856.960257
  nChanged 5
		SP:Iteration 96Q (972.220000 sec): 3 clusters
  Score: Raw -4327983.001450 + Penalty 5125.391266 = -4322857.610185
  nChanged 5
		SP:Iteration 97Q (972.310000 sec): 3 clusters
  Score: Raw -4327983.515662 + Penalty 5125.391266 = -4322858.124396
  nChanged 1
		SP:Iteration 98Q (972.400000 sec): 3 clusters
  Score: Raw -4327983.568009 + Penalty 5125.391266 = -4322858.176743
  nChanged 0
		SP:Iteration 99F (972.510000 sec): 3 clusters
  Score: Raw -4327983.568009 + Penalty 5125.391266 = -4322858.176743
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (210928 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (973.260000 sec): 2 clusters
  Score: Raw -30911733.664913 + Penalty 3040.299486 = -30908693.365427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (974.080000 sec): 3 clusters
  Score: Raw -30773150.392367 + Penalty 6080.598973 = -30767069.793395
  nChanged 101469
		SP:Iteration 1F (974.890000 sec): 3 clusters
  Score: Raw -30833936.332535 + Penalty 6080.598973 = -30827855.733563
  nChanged 8315
		SP:Iteration 2Q (975.720000 sec): 3 clusters
  Score: Raw -30836886.085103 + Penalty 6080.598973 = -30830805.486131
  nChanged 10162
		SP:Iteration 3Q (976.550000 sec): 3 clusters
  Score: Raw -30841447.208952 + Penalty 6080.598973 = -30835366.609980
  nChanged 12019
		SP:Iteration 4F (977.360000 sec): 3 clusters
  Score: Raw -30847879.991385 + Penalty 6080.598973 = -30841799.392413
  nChanged 13471
		SP:Iteration 5F (978.160000 sec): 3 clusters
  Score: Raw -30855948.799423 + Penalty 6080.598973 = -30849868.200450
  nChanged 13696
		SP:Iteration 6F (978.970000 sec): 3 clusters
  Score: Raw -30864163.587126 + Penalty 6080.598973 = -30858082.988154
  nChanged 12689
		SP:Iteration 7F (979.810000 sec): 3 clusters
  Score: Raw -30871552.707201 + Penalty 6080.598973 = -30865472.108228
  nChanged 11428
		SP:Iteration 8F (980.680000 sec): 3 clusters
  Score: Raw -30878135.932463 + Penalty 6080.598973 = -30872055.333490
  nChanged 10320
		SP:Iteration 9Q (981.520000 sec): 3 clusters
  Score: Raw -30884182.636081 + Penalty 6080.598973 = -30878102.037109
  nChanged 9881
		SP:Iteration 10Q (982.310000 sec): 3 clusters
  Score: Raw -30890099.232730 + Penalty 6080.598973 = -30884018.633757
  nChanged 9613
		SP:Iteration 11Q (983.100000 sec): 3 clusters
  Score: Raw -30895859.372908 + Penalty 6080.598973 = -30889778.773935
  nChanged 9145
		SP:Iteration 12Q (983.860000 sec): 3 clusters
  Score: Raw -30901436.373773 + Penalty 6080.598973 = -30895355.774800
  nChanged 8557
		SP:Iteration 13Q (984.610000 sec): 3 clusters
  Score: Raw -30906778.363603 + Penalty 6080.598973 = -30900697.764630
  nChanged 7536
		SP:Iteration 14Q (985.340000 sec): 3 clusters
  Score: Raw -30911507.587369 + Penalty 6080.598973 = -30905426.988397
  nChanged 6277
		SP:Iteration 15Q (986.060000 sec): 3 clusters
  Score: Raw -30915288.862682 + Penalty 6080.598973 = -30909208.263710
  nChanged 4953
		SP:Iteration 16Q (986.750000 sec): 3 clusters
  Score: Raw -30917961.693087 + Penalty 6080.598973 = -30911881.094114
  nChanged 3750
		SP:Iteration 17Q (987.420000 sec): 3 clusters
  Score: Raw -30919634.734725 + Penalty 6080.598973 = -30913554.135752
  nChanged 2752
		SP:Iteration 18Q (988.080000 sec): 3 clusters
  Score: Raw -30920588.706205 + Penalty 6080.598973 = -30914508.107232
  nChanged 2100
		SP:Iteration 19Q (988.730000 sec): 3 clusters
  Score: Raw -30921166.721444 + Penalty 6080.598973 = -30915086.122471
  nChanged 1563
		SP:Iteration 20F (989.520000 sec): 3 clusters
  Score: Raw -30921511.630333 + Penalty 6080.598973 = -30915431.031360
  nChanged 1183
		SP:Iteration 21Q (990.160000 sec): 3 clusters
  Score: Raw -30921731.251564 + Penalty 6080.598973 = -30915650.652592
  nChanged 927
		SP:Iteration 22Q (990.790000 sec): 3 clusters
  Score: Raw -30921873.700064 + Penalty 6080.598973 = -30915793.101091
  nChanged 748
		SP:Iteration 23Q (991.430000 sec): 3 clusters
  Score: Raw -30921969.680815 + Penalty 6080.598973 = -30915889.081842
  nChanged 564
		SP:Iteration 24Q (992.060000 sec): 3 clusters
  Score: Raw -30922030.164532 + Penalty 6080.598973 = -30915949.565560
  nChanged 440
		SP:Iteration 25Q (992.700000 sec): 3 clusters
  Score: Raw -30922069.513083 + Penalty 6080.598973 = -30915988.914111
  nChanged 324
		SP:Iteration 26Q (993.320000 sec): 3 clusters
  Score: Raw -30922096.226233 + Penalty 6080.598973 = -30916015.627260
  nChanged 274
		SP:Iteration 27Q (993.940000 sec): 3 clusters
  Score: Raw -30922116.858720 + Penalty 6080.598973 = -30916036.259747
  nChanged 205
		SP:Iteration 28Q (994.560000 sec): 3 clusters
  Score: Raw -30922131.472541 + Penalty 6080.598973 = -30916050.873568
  nChanged 193
		SP:Iteration 29Q (995.190000 sec): 3 clusters
  Score: Raw -30922144.391186 + Penalty 6080.598973 = -30916063.792213
  nChanged 154
		SP:Iteration 30Q (995.810000 sec): 3 clusters
  Score: Raw -30922152.874208 + Penalty 6080.598973 = -30916072.275236
  nChanged 114
		SP:Iteration 31Q (996.430000 sec): 3 clusters
  Score: Raw -30922158.475521 + Penalty 6080.598973 = -30916077.876548
  nChanged 94
		SP:Iteration 32Q (997.050000 sec): 3 clusters
  Score: Raw -30922162.933755 + Penalty 6080.598973 = -30916082.334782
  nChanged 77
		SP:Iteration 33Q (997.670000 sec): 3 clusters
  Score: Raw -30922166.841651 + Penalty 6080.598973 = -30916086.242679
  nChanged 62
		SP:Iteration 34Q (998.300000 sec): 3 clusters
  Score: Raw -30922169.605870 + Penalty 6080.598973 = -30916089.006897
  nChanged 48
		SP:Iteration 35Q (998.920000 sec): 3 clusters
  Score: Raw -30922171.419995 + Penalty 6080.598973 = -30916090.821023
  nChanged 35
		SP:Iteration 36Q (999.540000 sec): 3 clusters
  Score: Raw -30922172.664160 + Penalty 6080.598973 = -30916092.065187
  nChanged 32
		SP:Iteration 37Q (1000.160000 sec): 3 clusters
  Score: Raw -30922173.865338 + Penalty 6080.598973 = -30916093.266366
  nChanged 29
		SP:Iteration 38Q (1000.780000 sec): 3 clusters
  Score: Raw -30922174.915505 + Penalty 6080.598973 = -30916094.316532
  nChanged 26
		SP:Iteration 39Q (1001.390000 sec): 3 clusters
  Score: Raw -30922175.820660 + Penalty 6080.598973 = -30916095.221687
  nChanged 20
		SP:Iteration 40F (1002.180000 sec): 3 clusters
  Score: Raw -30922176.714929 + Penalty 6080.598973 = -30916096.115957
  nChanged 22
		SP:Iteration 41Q (1002.800000 sec): 3 clusters
  Score: Raw -30922177.569686 + Penalty 6080.598973 = -30916096.970713
  nChanged 19
		SP:Iteration 42Q (1003.410000 sec): 3 clusters
  Score: Raw -30922178.349586 + Penalty 6080.598973 = -30916097.750613
  nChanged 16
		SP:Iteration 43Q (1004.030000 sec): 3 clusters
  Score: Raw -30922178.968775 + Penalty 6080.598973 = -30916098.369802
  nChanged 20
		SP:Iteration 44Q (1004.650000 sec): 3 clusters
  Score: Raw -30922179.516672 + Penalty 6080.598973 = -30916098.917699
  nChanged 15
		SP:Iteration 45Q (1005.280000 sec): 3 clusters
  Score: Raw -30922180.039367 + Penalty 6080.598973 = -30916099.440395
  nChanged 11
		SP:Iteration 46Q (1005.900000 sec): 3 clusters
  Score: Raw -30922180.352723 + Penalty 6080.598973 = -30916099.753751
  nChanged 9
		SP:Iteration 47Q (1006.510000 sec): 3 clusters
  Score: Raw -30922180.606613 + Penalty 6080.598973 = -30916100.007640
  nChanged 6
		SP:Iteration 48Q (1007.130000 sec): 3 clusters
  Score: Raw -30922180.746315 + Penalty 6080.598973 = -30916100.147343
  nChanged 3
		SP:Iteration 49Q (1007.750000 sec): 3 clusters
  Score: Raw -30922180.822256 + Penalty 6080.598973 = -30916100.223283
  nChanged 2
		SP:Iteration 50Q (1008.370000 sec): 3 clusters
  Score: Raw -30922180.864883 + Penalty 6080.598973 = -30916100.265911
  nChanged 1
		SP:Iteration 51Q (1008.990000 sec): 3 clusters
  Score: Raw -30922180.886061 + Penalty 6080.598973 = -30916100.287088
  nChanged 0
		SP:Iteration 52F (1009.770000 sec): 3 clusters
  Score: Raw -30922180.886061 + Penalty 6080.598973 = -30916100.287088
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 27.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1010.190000 sec): 2 clusters
  Score: Raw -17489174.565057 + Penalty 2900.322042 = -17486274.243016
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1010.650000 sec): 3 clusters
  Score: Raw -17411870.661440 + Penalty 5800.644083 = -17406070.017357
  nChanged 56987
		SP:Iteration 1F (1011.100000 sec): 3 clusters
  Score: Raw -17445591.858583 + Penalty 5800.644083 = -17439791.214499
  nChanged 5124
		SP:Iteration 2Q (1011.570000 sec): 3 clusters
  Score: Raw -17447588.070919 + Penalty 5800.644083 = -17441787.426835
  nChanged 6381
		SP:Iteration 3F (1012.020000 sec): 3 clusters
  Score: Raw -17450879.646359 + Penalty 5800.644083 = -17445079.002276
  nChanged 8201
		SP:Iteration 4F (1012.470000 sec): 3 clusters
  Score: Raw -17456545.368479 + Penalty 5800.644083 = -17450744.724396
  nChanged 9739
		SP:Iteration 5F (1012.920000 sec): 3 clusters
  Score: Raw -17464840.025769 + Penalty 5800.644083 = -17459039.381686
  nChanged 9603
		SP:Iteration 6F (1013.370000 sec): 3 clusters
  Score: Raw -17474225.800314 + Penalty 5800.644083 = -17468425.156230
  nChanged 7231
		SP:Iteration 7F (1013.820000 sec): 3 clusters
  Score: Raw -17481530.327021 + Penalty 5800.644083 = -17475729.682937
  nChanged 4144
		SP:Iteration 8Q (1014.240000 sec): 3 clusters
  Score: Raw -17485639.370493 + Penalty 5800.644083 = -17479838.726410
  nChanged 2170
		SP:Iteration 9Q (1014.610000 sec): 3 clusters
  Score: Raw -17487560.265828 + Penalty 5800.644083 = -17481759.621745
  nChanged 1259
		SP:Iteration 10Q (1014.970000 sec): 3 clusters
  Score: Raw -17488518.116370 + Penalty 5800.644083 = -17482717.472287
  nChanged 809
		SP:Iteration 11Q (1015.310000 sec): 3 clusters
  Score: Raw -17488970.464581 + Penalty 5800.644083 = -17483169.820498
  nChanged 523
		SP:Iteration 12Q (1015.650000 sec): 3 clusters
  Score: Raw -17489201.555483 + Penalty 5800.644083 = -17483400.911400
  nChanged 374
		SP:Iteration 13Q (1015.990000 sec): 3 clusters
  Score: Raw -17489358.479909 + Penalty 5800.644083 = -17483557.835826
  nChanged 291
		SP:Iteration 14Q (1016.320000 sec): 3 clusters
  Score: Raw -17489469.811294 + Penalty 5800.644083 = -17483669.167210
  nChanged 234
		SP:Iteration 15Q (1016.650000 sec): 3 clusters
  Score: Raw -17489559.552570 + Penalty 5800.644083 = -17483758.908487
  nChanged 187
		SP:Iteration 16Q (1016.980000 sec): 3 clusters
  Score: Raw -17489622.604959 + Penalty 5800.644083 = -17483821.960876
  nChanged 164
		SP:Iteration 17Q (1017.310000 sec): 3 clusters
  Score: Raw -17489679.005159 + Penalty 5800.644083 = -17483878.361076
  nChanged 161
		SP:Iteration 18Q (1017.640000 sec): 3 clusters
  Score: Raw -17489735.022019 + Penalty 5800.644083 = -17483934.377936
  nChanged 132
		SP:Iteration 19Q (1017.970000 sec): 3 clusters
  Score: Raw -17489781.877158 + Penalty 5800.644083 = -17483981.233075
  nChanged 102
		SP:Iteration 20F (1018.410000 sec): 3 clusters
  Score: Raw -17489821.633104 + Penalty 5800.644083 = -17484020.989021
  nChanged 103
		SP:Iteration 21Q (1018.740000 sec): 3 clusters
  Score: Raw -17489856.796423 + Penalty 5800.644083 = -17484056.152340
  nChanged 81
		SP:Iteration 22Q (1019.060000 sec): 3 clusters
  Score: Raw -17489883.052964 + Penalty 5800.644083 = -17484082.408881
  nChanged 56
		SP:Iteration 23Q (1019.390000 sec): 3 clusters
  Score: Raw -17489899.086478 + Penalty 5800.644083 = -17484098.442395
  nChanged 45
		SP:Iteration 24Q (1019.710000 sec): 3 clusters
  Score: Raw -17489909.459480 + Penalty 5800.644083 = -17484108.815396
  nChanged 48
		SP:Iteration 25Q (1020.030000 sec): 3 clusters
  Score: Raw -17489921.603740 + Penalty 5800.644083 = -17484120.959657
  nChanged 45
		SP:Iteration 26Q (1020.360000 sec): 3 clusters
  Score: Raw -17489932.087586 + Penalty 5800.644083 = -17484131.443503
  nChanged 31
		SP:Iteration 27Q (1020.680000 sec): 3 clusters
  Score: Raw -17489938.121798 + Penalty 5800.644083 = -17484137.477715
  nChanged 28
		SP:Iteration 28Q (1021.010000 sec): 3 clusters
  Score: Raw -17489943.452373 + Penalty 5800.644083 = -17484142.808290
  nChanged 27
		SP:Iteration 29Q (1021.330000 sec): 3 clusters
  Score: Raw -17489949.348339 + Penalty 5800.644083 = -17484148.704256
  nChanged 24
		SP:Iteration 30Q (1021.650000 sec): 3 clusters
  Score: Raw -17489955.892801 + Penalty 5800.644083 = -17484155.248718
  nChanged 19
		SP:Iteration 31Q (1021.980000 sec): 3 clusters
  Score: Raw -17489960.196533 + Penalty 5800.644083 = -17484159.552450
  nChanged 22
		SP:Iteration 32Q (1022.300000 sec): 3 clusters
  Score: Raw -17489966.004690 + Penalty 5800.644083 = -17484165.360607
  nChanged 25
		SP:Iteration 33Q (1022.620000 sec): 3 clusters
  Score: Raw -17489971.139641 + Penalty 5800.644083 = -17484170.495558
  nChanged 19
		SP:Iteration 34Q (1022.940000 sec): 3 clusters
  Score: Raw -17489975.874156 + Penalty 5800.644083 = -17484175.230073
  nChanged 20
		SP:Iteration 35Q (1023.270000 sec): 3 clusters
  Score: Raw -17489980.587565 + Penalty 5800.644083 = -17484179.943482
  nChanged 18
		SP:Iteration 36Q (1023.590000 sec): 3 clusters
  Score: Raw -17489984.316913 + Penalty 5800.644083 = -17484183.672830
  nChanged 12
		SP:Iteration 37Q (1023.910000 sec): 3 clusters
  Score: Raw -17489987.009328 + Penalty 5800.644083 = -17484186.365244
  nChanged 19
		SP:Iteration 38Q (1024.230000 sec): 3 clusters
  Score: Raw -17489991.157826 + Penalty 5800.644083 = -17484190.513743
  nChanged 16
		SP:Iteration 39Q (1024.550000 sec): 3 clusters
  Score: Raw -17489994.326258 + Penalty 5800.644083 = -17484193.682175
  nChanged 17
		SP:Iteration 40F (1024.990000 sec): 3 clusters
  Score: Raw -17489998.282308 + Penalty 5800.644083 = -17484197.638225
  nChanged 17
		SP:Iteration 41Q (1025.320000 sec): 3 clusters
  Score: Raw -17490002.259779 + Penalty 5800.644083 = -17484201.615696
  nChanged 15
		SP:Iteration 42Q (1025.640000 sec): 3 clusters
  Score: Raw -17490006.230575 + Penalty 5800.644083 = -17484205.586492
  nChanged 15
		SP:Iteration 43Q (1025.960000 sec): 3 clusters
  Score: Raw -17490010.675220 + Penalty 5800.644083 = -17484210.031137
  nChanged 14
		SP:Iteration 44Q (1026.290000 sec): 3 clusters
  Score: Raw -17490014.201933 + Penalty 5800.644083 = -17484213.557850
  nChanged 16
		SP:Iteration 45Q (1026.610000 sec): 3 clusters
  Score: Raw -17490017.485642 + Penalty 5800.644083 = -17484216.841558
  nChanged 12
		SP:Iteration 46Q (1026.930000 sec): 3 clusters
  Score: Raw -17490020.512579 + Penalty 5800.644083 = -17484219.868496
  nChanged 5
		SP:Iteration 47Q (1027.250000 sec): 3 clusters
  Score: Raw -17490021.311259 + Penalty 5800.644083 = -17484220.667175
  nChanged 4
		SP:Iteration 48Q (1027.570000 sec): 3 clusters
  Score: Raw -17490022.195033 + Penalty 5800.644083 = -17484221.550950
  nChanged 2
		SP:Iteration 49Q (1027.890000 sec): 3 clusters
  Score: Raw -17490022.654489 + Penalty 5800.644083 = -17484222.010406
  nChanged 0
		SP:Iteration 50F (1028.340000 sec): 3 clusters
  Score: Raw -17490022.654489 + Penalty 5800.644083 = -17484222.010406
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (10792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1028.430000 sec): 2 clusters
  Score: Raw -1639774.611211 + Penalty 2303.066979 = -1637471.544232
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1028.470000 sec): 3 clusters
  Score: Raw -1633930.154395 + Penalty 4606.133957 = -1629324.020438
  nChanged 4541
		SP:Iteration 1F (1028.510000 sec): 3 clusters
  Score: Raw -1636217.169758 + Penalty 4606.133957 = -1631611.035800
  nChanged 641
		SP:Iteration 2F (1028.550000 sec): 3 clusters
  Score: Raw -1636497.881593 + Penalty 4606.133957 = -1631891.747636
  nChanged 501
		SP:Iteration 3Q (1028.590000 sec): 3 clusters
  Score: Raw -1636697.580396 + Penalty 4606.133957 = -1632091.446439
  nChanged 405
		SP:Iteration 4Q (1028.630000 sec): 3 clusters
  Score: Raw -1636850.402439 + Penalty 4606.133957 = -1632244.268481
  nChanged 348
		SP:Iteration 5Q (1028.670000 sec): 3 clusters
  Score: Raw -1636979.525335 + Penalty 4606.133957 = -1632373.391378
  nChanged 311
		SP:Iteration 6Q (1028.710000 sec): 3 clusters
  Score: Raw -1637098.315047 + Penalty 4606.133957 = -1632492.181090
  nChanged 322
		SP:Iteration 7Q (1028.750000 sec): 3 clusters
  Score: Raw -1637229.040064 + Penalty 4606.133957 = -1632622.906106
  nChanged 353
		SP:Iteration 8Q (1028.790000 sec): 3 clusters
  Score: Raw -1637382.280159 + Penalty 4606.133957 = -1632776.146202
  nChanged 399
		SP:Iteration 9Q (1028.830000 sec): 3 clusters
  Score: Raw -1637563.585749 + Penalty 4606.133957 = -1632957.451792
  nChanged 427
		SP:Iteration 10Q (1028.870000 sec): 3 clusters
  Score: Raw -1637779.649810 + Penalty 4606.133957 = -1633173.515852
  nChanged 451
		SP:Iteration 11Q (1028.910000 sec): 3 clusters
  Score: Raw -1638017.200565 + Penalty 4606.133957 = -1633411.066608
  nChanged 433
		SP:Iteration 12Q (1028.940000 sec): 3 clusters
  Score: Raw -1638251.172546 + Penalty 4606.133957 = -1633645.038589
  nChanged 428
		SP:Iteration 13Q (1028.980000 sec): 3 clusters
  Score: Raw -1638498.223465 + Penalty 4606.133957 = -1633892.089507
  nChanged 428
		SP:Iteration 14Q (1029.020000 sec): 3 clusters
  Score: Raw -1638759.302151 + Penalty 4606.133957 = -1634153.168193
  nChanged 418
		SP:Iteration 15Q (1029.060000 sec): 3 clusters
  Score: Raw -1639036.831099 + Penalty 4606.133957 = -1634430.697141
  nChanged 387
		SP:Iteration 16Q (1029.100000 sec): 3 clusters
  Score: Raw -1639304.925826 + Penalty 4606.133957 = -1634698.791868
  nChanged 331
		SP:Iteration 17Q (1029.140000 sec): 3 clusters
  Score: Raw -1639533.211153 + Penalty 4606.133957 = -1634927.077196
  nChanged 265
		SP:Iteration 18Q (1029.180000 sec): 3 clusters
  Score: Raw -1639710.768751 + Penalty 4606.133957 = -1635104.634794
  nChanged 205
		SP:Iteration 19Q (1029.220000 sec): 3 clusters
  Score: Raw -1639845.393744 + Penalty 4606.133957 = -1635239.259786
  nChanged 159
		SP:Iteration 20F (1029.260000 sec): 3 clusters
  Score: Raw -1639956.797658 + Penalty 4606.133957 = -1635350.663700
  nChanged 115
		SP:Iteration 21Q (1029.300000 sec): 3 clusters
  Score: Raw -1640032.122933 + Penalty 4606.133957 = -1635425.988976
  nChanged 89
		SP:Iteration 22Q (1029.340000 sec): 3 clusters
  Score: Raw -1640094.350512 + Penalty 4606.133957 = -1635488.216554
  nChanged 73
		SP:Iteration 23Q (1029.380000 sec): 3 clusters
  Score: Raw -1640141.255873 + Penalty 4606.133957 = -1635535.121916
  nChanged 56
		SP:Iteration 24Q (1029.410000 sec): 3 clusters
  Score: Raw -1640173.527020 + Penalty 4606.133957 = -1635567.393063
  nChanged 34
		SP:Iteration 25Q (1029.450000 sec): 3 clusters
  Score: Raw -1640193.092340 + Penalty 4606.133957 = -1635586.958383
  nChanged 19
		SP:Iteration 26Q (1029.480000 sec): 3 clusters
  Score: Raw -1640206.132400 + Penalty 4606.133957 = -1635599.998443
  nChanged 16
		SP:Iteration 27Q (1029.520000 sec): 3 clusters
  Score: Raw -1640214.742127 + Penalty 4606.133957 = -1635608.608170
  nChanged 10
		SP:Iteration 28Q (1029.560000 sec): 3 clusters
  Score: Raw -1640220.776055 + Penalty 4606.133957 = -1635614.642098
  nChanged 15
		SP:Iteration 29Q (1029.590000 sec): 3 clusters
  Score: Raw -1640229.867803 + Penalty 4606.133957 = -1635623.733846
  nChanged 16
		SP:Iteration 30Q (1029.630000 sec): 3 clusters
  Score: Raw -1640238.336400 + Penalty 4606.133957 = -1635632.202442
  nChanged 10
		SP:Iteration 31Q (1029.660000 sec): 3 clusters
  Score: Raw -1640245.660637 + Penalty 4606.133957 = -1635639.526680
  nChanged 10
		SP:Iteration 32Q (1029.700000 sec): 3 clusters
  Score: Raw -1640250.756923 + Penalty 4606.133957 = -1635644.622966
  nChanged 11
		SP:Iteration 33Q (1029.740000 sec): 3 clusters
  Score: Raw -1640256.674118 + Penalty 4606.133957 = -1635650.540160
  nChanged 7
		SP:Iteration 34Q (1029.770000 sec): 3 clusters
  Score: Raw -1640260.354874 + Penalty 4606.133957 = -1635654.220917
  nChanged 3
		SP:Iteration 35Q (1029.810000 sec): 3 clusters
  Score: Raw -1640262.444175 + Penalty 4606.133957 = -1635656.310217
  nChanged 5
		SP:Iteration 36Q (1029.840000 sec): 3 clusters
  Score: Raw -1640265.778209 + Penalty 4606.133957 = -1635659.644252
  nChanged 4
		SP:Iteration 37Q (1029.880000 sec): 3 clusters
  Score: Raw -1640267.528765 + Penalty 4606.133957 = -1635661.394808
  nChanged 5
		SP:Iteration 38Q (1029.910000 sec): 3 clusters
  Score: Raw -1640269.895299 + Penalty 4606.133957 = -1635663.761342
  nChanged 2
		SP:Iteration 39Q (1029.950000 sec): 3 clusters
  Score: Raw -1640271.422188 + Penalty 4606.133957 = -1635665.288231
  nChanged 4
		SP:Iteration 40F (1029.990000 sec): 3 clusters
  Score: Raw -1640273.129200 + Penalty 4606.133957 = -1635666.995243
  nChanged 2
		SP:Iteration 41Q (1030.020000 sec): 3 clusters
  Score: Raw -1640274.361717 + Penalty 4606.133957 = -1635668.227760
  nChanged 2
		SP:Iteration 42Q (1030.060000 sec): 3 clusters
  Score: Raw -1640275.243146 + Penalty 4606.133957 = -1635669.109188
  nChanged 3
		SP:Iteration 43Q (1030.100000 sec): 3 clusters
  Score: Raw -1640276.315075 + Penalty 4606.133957 = -1635670.181118
  nChanged 2
		SP:Iteration 44Q (1030.130000 sec): 3 clusters
  Score: Raw -1640277.405311 + Penalty 4606.133957 = -1635671.271354
  nChanged 1
		SP:Iteration 45Q (1030.170000 sec): 3 clusters
  Score: Raw -1640277.992642 + Penalty 4606.133957 = -1635671.858684
  nChanged 3
		SP:Iteration 46Q (1030.200000 sec): 3 clusters
  Score: Raw -1640279.561101 + Penalty 4606.133957 = -1635673.427143
  nChanged 2
		SP:Iteration 47Q (1030.240000 sec): 3 clusters
  Score: Raw -1640280.436861 + Penalty 4606.133957 = -1635674.302904
  nChanged 1
		SP:Iteration 48Q (1030.270000 sec): 3 clusters
  Score: Raw -1640281.052259 + Penalty 4606.133957 = -1635674.918301
  nChanged 3
		SP:Iteration 49Q (1030.310000 sec): 3 clusters
  Score: Raw -1640282.329681 + Penalty 4606.133957 = -1635676.195724
  nChanged 1
		SP:Iteration 50Q (1030.340000 sec): 3 clusters
  Score: Raw -1640282.620555 + Penalty 4606.133957 = -1635676.486597
  nChanged 0
		SP:Iteration 51F (1030.380000 sec): 3 clusters
  Score: Raw -1640282.620555 + Penalty 4606.133957 = -1635676.486597
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (6669 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1030.410000 sec): 2 clusters
  Score: Raw -949083.746266 + Penalty 2183.695850 = -946900.050416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1030.430000 sec): 3 clusters
  Score: Raw -945634.755525 + Penalty 4367.391701 = -941267.363824
  nChanged 2702
		SP:Iteration 1F (1030.460000 sec): 3 clusters
  Score: Raw -947202.984963 + Penalty 4367.391701 = -942835.593263
  nChanged 542
		SP:Iteration 2F (1030.480000 sec): 3 clusters
  Score: Raw -947577.544328 + Penalty 4367.391701 = -943210.152628
  nChanged 425
		SP:Iteration 3F (1030.500000 sec): 3 clusters
  Score: Raw -947871.305258 + Penalty 4367.391701 = -943503.913558
  nChanged 359
		SP:Iteration 4F (1030.530000 sec): 3 clusters
  Score: Raw -948121.866120 + Penalty 4367.391701 = -943754.474420
  nChanged 310
		SP:Iteration 5Q (1030.550000 sec): 3 clusters
  Score: Raw -948332.786043 + Penalty 4367.391701 = -943965.394342
  nChanged 292
		SP:Iteration 6Q (1030.580000 sec): 3 clusters
  Score: Raw -948504.555897 + Penalty 4367.391701 = -944137.164196
  nChanged 268
		SP:Iteration 7Q (1030.600000 sec): 3 clusters
  Score: Raw -948666.822626 + Penalty 4367.391701 = -944299.430925
  nChanged 241
		SP:Iteration 8Q (1030.620000 sec): 3 clusters
  Score: Raw -948823.630583 + Penalty 4367.391701 = -944456.238882
  nChanged 231
		SP:Iteration 9Q (1030.650000 sec): 3 clusters
  Score: Raw -948976.597729 + Penalty 4367.391701 = -944609.206029
  nChanged 206
		SP:Iteration 10Q (1030.670000 sec): 3 clusters
  Score: Raw -949124.211956 + Penalty 4367.391701 = -944756.820255
  nChanged 198
		SP:Iteration 11Q (1030.700000 sec): 3 clusters
  Score: Raw -949275.566808 + Penalty 4367.391701 = -944908.175107
  nChanged 174
		SP:Iteration 12Q (1030.720000 sec): 3 clusters
  Score: Raw -949398.069128 + Penalty 4367.391701 = -945030.677427
  nChanged 130
		SP:Iteration 13Q (1030.740000 sec): 3 clusters
  Score: Raw -949486.873879 + Penalty 4367.391701 = -945119.482179
  nChanged 111
		SP:Iteration 14Q (1030.770000 sec): 3 clusters
  Score: Raw -949546.920489 + Penalty 4367.391701 = -945179.528788
  nChanged 87
		SP:Iteration 15Q (1030.790000 sec): 3 clusters
  Score: Raw -949590.039740 + Penalty 4367.391701 = -945222.648040
  nChanged 64
		SP:Iteration 16Q (1030.820000 sec): 3 clusters
  Score: Raw -949624.839655 + Penalty 4367.391701 = -945257.447954
  nChanged 57
		SP:Iteration 17Q (1030.840000 sec): 3 clusters
  Score: Raw -949648.349097 + Penalty 4367.391701 = -945280.957397
  nChanged 39
		SP:Iteration 18Q (1030.860000 sec): 3 clusters
  Score: Raw -949662.472092 + Penalty 4367.391701 = -945295.080391
  nChanged 21
		SP:Iteration 19Q (1030.880000 sec): 3 clusters
  Score: Raw -949670.062991 + Penalty 4367.391701 = -945302.671291
  nChanged 21
		SP:Iteration 20F (1030.910000 sec): 3 clusters
  Score: Raw -949677.923633 + Penalty 4367.391701 = -945310.531932
  nChanged 21
		SP:Iteration 21Q (1030.930000 sec): 3 clusters
  Score: Raw -949686.431948 + Penalty 4367.391701 = -945319.040247
  nChanged 20
		SP:Iteration 22Q (1030.950000 sec): 3 clusters
  Score: Raw -949692.788515 + Penalty 4367.391701 = -945325.396814
  nChanged 15
		SP:Iteration 23Q (1030.980000 sec): 3 clusters
  Score: Raw -949697.740718 + Penalty 4367.391701 = -945330.349017
  nChanged 14
		SP:Iteration 24Q (1031.000000 sec): 3 clusters
  Score: Raw -949702.751078 + Penalty 4367.391701 = -945335.359378
  nChanged 14
		SP:Iteration 25Q (1031.020000 sec): 3 clusters
  Score: Raw -949708.227097 + Penalty 4367.391701 = -945340.835396
  nChanged 7
		SP:Iteration 26Q (1031.040000 sec): 3 clusters
  Score: Raw -949710.232586 + Penalty 4367.391701 = -945342.840885
  nChanged 9
		SP:Iteration 27Q (1031.060000 sec): 3 clusters
  Score: Raw -949712.559929 + Penalty 4367.391701 = -945345.168229
  nChanged 8
		SP:Iteration 28Q (1031.090000 sec): 3 clusters
  Score: Raw -949714.472580 + Penalty 4367.391701 = -945347.080879
  nChanged 10
		SP:Iteration 29Q (1031.110000 sec): 3 clusters
  Score: Raw -949718.182230 + Penalty 4367.391701 = -945350.790529
  nChanged 8
		SP:Iteration 30Q (1031.130000 sec): 3 clusters
  Score: Raw -949720.759275 + Penalty 4367.391701 = -945353.367574
  nChanged 12
		SP:Iteration 31Q (1031.150000 sec): 3 clusters
  Score: Raw -949724.148284 + Penalty 4367.391701 = -945356.756584
  nChanged 9
		SP:Iteration 32Q (1031.180000 sec): 3 clusters
  Score: Raw -949727.192195 + Penalty 4367.391701 = -945359.800494
  nChanged 11
		SP:Iteration 33Q (1031.200000 sec): 3 clusters
  Score: Raw -949730.591176 + Penalty 4367.391701 = -945363.199476
  nChanged 5
		SP:Iteration 34Q (1031.220000 sec): 3 clusters
  Score: Raw -949732.139738 + Penalty 4367.391701 = -945364.748038
  nChanged 4
		SP:Iteration 35Q (1031.240000 sec): 3 clusters
  Score: Raw -949733.054056 + Penalty 4367.391701 = -945365.662355
  nChanged 1
		SP:Iteration 36Q (1031.260000 sec): 3 clusters
  Score: Raw -949733.196912 + Penalty 4367.391701 = -945365.805211
  nChanged 0
		SP:Iteration 37F (1031.290000 sec): 3 clusters
  Score: Raw -949733.196912 + Penalty 4367.391701 = -945365.805211
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1031.300000 sec): 2 clusters
  Score: Raw -41717.255406 + Penalty 1485.883208 = -40231.372198
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1031.300000 sec): 3 clusters
  Score: Raw -41885.415095 + Penalty 2971.766415 = -38913.648679
  nChanged 107
		SP:Iteration 1F (1031.300000 sec): 3 clusters
  Score: Raw -42535.135807 + Penalty 2971.766415 = -39563.369392
  nChanged 31
		SP:Iteration 2F (1031.300000 sec): 3 clusters
  Score: Raw -42784.205606 + Penalty 2971.766415 = -39812.439190
  nChanged 23
		SP:Iteration 3F (1031.300000 sec): 3 clusters
  Score: Raw -42979.207181 + Penalty 2971.766415 = -40007.440765
  nChanged 31
		SP:Iteration 4F (1031.300000 sec): 3 clusters
  Score: Raw -43146.320816 + Penalty 2971.766415 = -40174.554401
  nChanged 19
		SP:Iteration 5Q (1031.300000 sec): 3 clusters
  Score: Raw -43314.440042 + Penalty 2971.766415 = -40342.673627
  nChanged 14
		SP:Iteration 6Q (1031.300000 sec): 3 clusters
  Score: Raw -43442.287600 + Penalty 2971.766415 = -40470.521184
  nChanged 12
		SP:Iteration 7Q (1031.300000 sec): 3 clusters
  Score: Raw -43530.590252 + Penalty 2971.766415 = -40558.823836
  nChanged 9
		SP:Iteration 8Q (1031.310000 sec): 3 clusters
  Score: Raw -43579.015651 + Penalty 2971.766415 = -40607.249236
  nChanged 2
		SP:Iteration 9Q (1031.310000 sec): 3 clusters
  Score: Raw -43586.067273 + Penalty 2971.766415 = -40614.300857
  nChanged 1
		SP:Iteration 10Q (1031.310000 sec): 3 clusters
  Score: Raw -43588.360641 + Penalty 2971.766415 = -40616.594226
  nChanged 0
		SP:Iteration 11F (1031.310000 sec): 3 clusters
  Score: Raw -43590.497855 + Penalty 2971.766415 = -40618.731439
  nChanged 2
		SP:Iteration 12Q (1031.310000 sec): 3 clusters
  Score: Raw -43633.111548 + Penalty 2971.766415 = -40661.345133
  nChanged 1
		SP:Iteration 13Q (1031.310000 sec): 3 clusters
  Score: Raw -43651.108789 + Penalty 2971.766415 = -40679.342373
  nChanged 0
		SP:Iteration 14F (1031.320000 sec): 3 clusters
  Score: Raw -43651.108789 + Penalty 2971.766415 = -40679.342373
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 28.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (28374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1031.420000 sec): 2 clusters
  Score: Raw -4137386.225333 + Penalty 2542.800671 = -4134843.424662
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1031.520000 sec): 3 clusters
  Score: Raw -4120539.217975 + Penalty 5085.601342 = -4115453.616633
  nChanged 12714
		SP:Iteration 1F (1031.630000 sec): 3 clusters
  Score: Raw -4128293.282969 + Penalty 5085.601342 = -4123207.681627
  nChanged 1931
		SP:Iteration 2F (1031.740000 sec): 3 clusters
  Score: Raw -4129592.694533 + Penalty 5085.601342 = -4124507.093191
  nChanged 2026
		SP:Iteration 3F (1031.850000 sec): 3 clusters
  Score: Raw -4130965.518058 + Penalty 5085.601342 = -4125879.916717
  nChanged 2101
		SP:Iteration 4F (1031.960000 sec): 3 clusters
  Score: Raw -4132259.506004 + Penalty 5085.601342 = -4127173.904662
  nChanged 1848
		SP:Iteration 5F (1032.060000 sec): 3 clusters
  Score: Raw -4133299.500618 + Penalty 5085.601342 = -4128213.899276
  nChanged 1477
		SP:Iteration 6F (1032.170000 sec): 3 clusters
  Score: Raw -4134103.128340 + Penalty 5085.601342 = -4129017.526998
  nChanged 1132
		SP:Iteration 7Q (1032.280000 sec): 3 clusters
  Score: Raw -4134727.689142 + Penalty 5085.601342 = -4129642.087800
  nChanged 843
		SP:Iteration 8Q (1032.380000 sec): 3 clusters
  Score: Raw -4135152.851837 + Penalty 5085.601342 = -4130067.250496
  nChanged 599
		SP:Iteration 9Q (1032.490000 sec): 3 clusters
  Score: Raw -4135457.897534 + Penalty 5085.601342 = -4130372.296192
  nChanged 509
		SP:Iteration 10Q (1032.600000 sec): 3 clusters
  Score: Raw -4135703.843809 + Penalty 5085.601342 = -4130618.242467
  nChanged 420
		SP:Iteration 11Q (1032.710000 sec): 3 clusters
  Score: Raw -4135885.729538 + Penalty 5085.601342 = -4130800.128196
  nChanged 392
		SP:Iteration 12Q (1032.820000 sec): 3 clusters
  Score: Raw -4136053.281203 + Penalty 5085.601342 = -4130967.679861
  nChanged 368
		SP:Iteration 13Q (1032.920000 sec): 3 clusters
  Score: Raw -4136240.804962 + Penalty 5085.601342 = -4131155.203620
  nChanged 381
		SP:Iteration 14Q (1033.030000 sec): 3 clusters
  Score: Raw -4136507.232930 + Penalty 5085.601342 = -4131421.631588
  nChanged 369
		SP:Iteration 15Q (1033.140000 sec): 3 clusters
  Score: Raw -4136917.418485 + Penalty 5085.601342 = -4131831.817143
  nChanged 311
		SP:Iteration 16Q (1033.240000 sec): 3 clusters
  Score: Raw -4137397.736044 + Penalty 5085.601342 = -4132312.134703
  nChanged 279
		SP:Iteration 17Q (1033.340000 sec): 3 clusters
  Score: Raw -4137761.538767 + Penalty 5085.601342 = -4132675.937425
  nChanged 307
		SP:Iteration 18Q (1033.430000 sec): 3 clusters
  Score: Raw -4137946.335986 + Penalty 5085.601342 = -4132860.734644
  nChanged 233
		SP:Iteration 19Q (1033.520000 sec): 3 clusters
  Score: Raw -4138036.953940 + Penalty 5085.601342 = -4132951.352598
  nChanged 157
		SP:Iteration 20F (1033.630000 sec): 3 clusters
  Score: Raw -4138084.035884 + Penalty 5085.601342 = -4132998.434542
  nChanged 133
		SP:Iteration 21Q (1033.720000 sec): 3 clusters
  Score: Raw -4138125.249890 + Penalty 5085.601342 = -4133039.648548
  nChanged 113
		SP:Iteration 22Q (1033.800000 sec): 3 clusters
  Score: Raw -4138159.013124 + Penalty 5085.601342 = -4133073.411782
  nChanged 111
		SP:Iteration 23Q (1033.890000 sec): 3 clusters
  Score: Raw -4138191.820669 + Penalty 5085.601342 = -4133106.219328
  nChanged 78
		SP:Iteration 24Q (1033.980000 sec): 3 clusters
  Score: Raw -4138210.162135 + Penalty 5085.601342 = -4133124.560793
  nChanged 70
		SP:Iteration 25Q (1034.060000 sec): 3 clusters
  Score: Raw -4138228.530566 + Penalty 5085.601342 = -4133142.929224
  nChanged 71
		SP:Iteration 26Q (1034.150000 sec): 3 clusters
  Score: Raw -4138248.187354 + Penalty 5085.601342 = -4133162.586012
  nChanged 71
		SP:Iteration 27Q (1034.240000 sec): 3 clusters
  Score: Raw -4138265.470918 + Penalty 5085.601342 = -4133179.869576
  nChanged 58
		SP:Iteration 28Q (1034.320000 sec): 3 clusters
  Score: Raw -4138280.584903 + Penalty 5085.601342 = -4133194.983562
  nChanged 54
		SP:Iteration 29Q (1034.410000 sec): 3 clusters
  Score: Raw -4138295.595579 + Penalty 5085.601342 = -4133209.994237
  nChanged 53
		SP:Iteration 30Q (1034.490000 sec): 3 clusters
  Score: Raw -4138306.847802 + Penalty 5085.601342 = -4133221.246461
  nChanged 43
		SP:Iteration 31Q (1034.580000 sec): 3 clusters
  Score: Raw -4138315.888689 + Penalty 5085.601342 = -4133230.287347
  nChanged 30
		SP:Iteration 32Q (1034.660000 sec): 3 clusters
  Score: Raw -4138322.007135 + Penalty 5085.601342 = -4133236.405793
  nChanged 32
		SP:Iteration 33Q (1034.740000 sec): 3 clusters
  Score: Raw -4138329.149252 + Penalty 5085.601342 = -4133243.547910
  nChanged 32
		SP:Iteration 34Q (1034.820000 sec): 3 clusters
  Score: Raw -4138336.361529 + Penalty 5085.601342 = -4133250.760187
  nChanged 23
		SP:Iteration 35Q (1034.910000 sec): 3 clusters
  Score: Raw -4138340.047482 + Penalty 5085.601342 = -4133254.446140
  nChanged 17
		SP:Iteration 36Q (1034.990000 sec): 3 clusters
  Score: Raw -4138343.038358 + Penalty 5085.601342 = -4133257.437016
  nChanged 16
		SP:Iteration 37Q (1035.080000 sec): 3 clusters
  Score: Raw -4138346.369318 + Penalty 5085.601342 = -4133260.767976
  nChanged 20
		SP:Iteration 38Q (1035.160000 sec): 3 clusters
  Score: Raw -4138351.314511 + Penalty 5085.601342 = -4133265.713169
  nChanged 17
		SP:Iteration 39Q (1035.240000 sec): 3 clusters
  Score: Raw -4138354.098946 + Penalty 5085.601342 = -4133268.497604
  nChanged 9
		SP:Iteration 40F (1035.350000 sec): 3 clusters
  Score: Raw -4138355.024861 + Penalty 5085.601342 = -4133269.423519
  nChanged 8
		SP:Iteration 41Q (1035.430000 sec): 3 clusters
  Score: Raw -4138356.638390 + Penalty 5085.601342 = -4133271.037049
  nChanged 11
		SP:Iteration 42Q (1035.510000 sec): 3 clusters
  Score: Raw -4138359.052762 + Penalty 5085.601342 = -4133273.451420
  nChanged 10
		SP:Iteration 43Q (1035.600000 sec): 3 clusters
  Score: Raw -4138360.552267 + Penalty 5085.601342 = -4133274.950925
  nChanged 7
		SP:Iteration 44Q (1035.680000 sec): 3 clusters
  Score: Raw -4138361.514498 + Penalty 5085.601342 = -4133275.913156
  nChanged 6
		SP:Iteration 45Q (1035.760000 sec): 3 clusters
  Score: Raw -4138362.688012 + Penalty 5085.601342 = -4133277.086670
  nChanged 8
		SP:Iteration 46Q (1035.840000 sec): 3 clusters
  Score: Raw -4138364.141075 + Penalty 5085.601342 = -4133278.539733
  nChanged 7
		SP:Iteration 47Q (1035.930000 sec): 3 clusters
  Score: Raw -4138365.599431 + Penalty 5085.601342 = -4133279.998089
  nChanged 9
		SP:Iteration 48Q (1036.010000 sec): 3 clusters
  Score: Raw -4138367.668805 + Penalty 5085.601342 = -4133282.067463
  nChanged 9
		SP:Iteration 49Q (1036.100000 sec): 3 clusters
  Score: Raw -4138370.144768 + Penalty 5085.601342 = -4133284.543427
  nChanged 8
		SP:Iteration 50Q (1036.180000 sec): 3 clusters
  Score: Raw -4138371.595029 + Penalty 5085.601342 = -4133285.993687
  nChanged 7
		SP:Iteration 51Q (1036.260000 sec): 3 clusters
  Score: Raw -4138372.379127 + Penalty 5085.601342 = -4133286.777785
  nChanged 5
		SP:Iteration 52Q (1036.350000 sec): 3 clusters
  Score: Raw -4138373.055749 + Penalty 5085.601342 = -4133287.454407
  nChanged 2
		SP:Iteration 53Q (1036.430000 sec): 3 clusters
  Score: Raw -4138373.303326 + Penalty 5085.601342 = -4133287.701984
  nChanged 2
		SP:Iteration 54Q (1036.510000 sec): 3 clusters
  Score: Raw -4138373.685316 + Penalty 5085.601342 = -4133288.083974
  nChanged 0
		SP:Iteration 55F (1036.620000 sec): 3 clusters
  Score: Raw -4138373.685316 + Penalty 5085.601342 = -4133288.083974
  nChanged 0
Iteration 59Q (1049.730000 sec): 29 clusters
  Score: Raw -117560327.554733 + Penalty 94491.211284 = -117465836.343448
  nChanged 15378
Iteration 60F (1079.730000 sec): 29 clusters
  Score: Raw -117568710.591581 + Penalty 94491.211284 = -117474219.380296
  nChanged 14018
Iteration 61Q (1087.730000 sec): 29 clusters
  Score: Raw -117574471.978560 + Penalty 94491.211284 = -117479980.767276
  nChanged 11135
Iteration 62Q (1095.570000 sec): 29 clusters
  Score: Raw -117577370.981906 + Penalty 94491.211284 = -117482879.770622
  nChanged 9177
Iteration 63Q (1103.300000 sec): 29 clusters
  Score: Raw -117579349.532512 + Penalty 94491.211284 = -117484858.321227
  nChanged 7687
Iteration 64Q (1110.990000 sec): 29 clusters
  Score: Raw -117580765.110500 + Penalty 94491.211284 = -117486273.899215
  nChanged 6572
Iteration 65Q (1118.630000 sec): 29 clusters
  Score: Raw -117581820.518006 + Penalty 94491.211284 = -117487329.306722
  nChanged 5690
Iteration 66Q (1126.210000 sec): 29 clusters
  Score: Raw -117582708.950746 + Penalty 94491.211284 = -117488217.739461
  nChanged 4975
Iteration 67Q (1133.760000 sec): 29 clusters
  Score: Raw -117583326.243905 + Penalty 94491.211284 = -117488835.032621
  nChanged 4348
Iteration 68Q (1141.250000 sec): 29 clusters
  Score: Raw -117583813.433299 + Penalty 94491.211284 = -117489322.222014
  nChanged 3756
Iteration 69Q (1148.730000 sec): 29 clusters
  Score: Raw -117584205.644969 + Penalty 94491.211284 = -117489714.433685
  nChanged 3288
Iteration 70Q (1156.210000 sec): 29 clusters
  Score: Raw -117584529.543453 + Penalty 94491.211284 = -117490038.332169
  nChanged 2932
Iteration 71Q (1163.670000 sec): 29 clusters
  Score: Raw -117584813.784459 + Penalty 94491.211284 = -117490322.573174
  nChanged 2563
Iteration 72Q (1171.210000 sec): 29 clusters
  Score: Raw -117585085.345258 + Penalty 94491.211284 = -117490594.133974
  nChanged 2299
Iteration 73Q (1178.610000 sec): 29 clusters
  Score: Raw -117585312.547409 + Penalty 94491.211284 = -117490821.336124
  nChanged 2029
Iteration 74Q (1186.000000 sec): 29 clusters
  Score: Raw -117585505.335962 + Penalty 94491.211284 = -117491014.124677
  nChanged 1823
Iteration 75Q (1193.390000 sec): 29 clusters
  Score: Raw -117585674.157199 + Penalty 94491.211284 = -117491182.945914
  nChanged 1737
Iteration 76Q (1200.790000 sec): 29 clusters
  Score: Raw -117585826.194799 + Penalty 94491.211284 = -117491334.983514
  nChanged 1465
Iteration 77Q (1208.210000 sec): 29 clusters
  Score: Raw -117585953.764036 + Penalty 94491.211284 = -117491462.552751
  nChanged 1258
Iteration 78Q (1215.540000 sec): 29 clusters
  Score: Raw -117586060.829859 + Penalty 94491.211284 = -117491569.618574
  nChanged 1158
Iteration 79Q (1222.880000 sec): 29 clusters
  Score: Raw -117586148.466487 + Penalty 94491.211284 = -117491657.255203
  nChanged 1036
Iteration 80F (1252.850000 sec): 29 clusters
  Score: Raw -117587159.124496 + Penalty 94491.211284 = -117492667.913211
  nChanged 1022
Iteration 81Q (1260.360000 sec): 29 clusters
  Score: Raw -117588008.326163 + Penalty 94491.211284 = -117493517.114878
  nChanged 1027
Iteration 82Q (1267.860000 sec): 29 clusters
  Score: Raw -117588309.365632 + Penalty 94491.211284 = -117493818.154348
  nChanged 1046
Iteration 83Q (1275.310000 sec): 29 clusters
  Score: Raw -117588494.811194 + Penalty 94491.211284 = -117494003.599910
  nChanged 955
Iteration 84Q (1282.790000 sec): 29 clusters
  Score: Raw -117588650.143193 + Penalty 94491.211284 = -117494158.931909
  nChanged 1003
Iteration 85Q (1290.230000 sec): 29 clusters
  Score: Raw -117588814.518487 + Penalty 94491.211284 = -117494323.307202
  nChanged 992
Iteration 86Q (1297.690000 sec): 29 clusters
  Score: Raw -117588975.546574 + Penalty 94491.211284 = -117494484.335289
  nChanged 967
Iteration 87Q (1305.260000 sec): 29 clusters
  Score: Raw -117589128.399006 + Penalty 94491.211284 = -117494637.187721
  nChanged 998
Iteration 88Q (1312.740000 sec): 29 clusters
  Score: Raw -117589271.220600 + Penalty 94491.211284 = -117494780.009316
  nChanged 1070
Iteration 89Q (1320.200000 sec): 29 clusters
  Score: Raw -117589436.564155 + Penalty 94491.211284 = -117494945.352871
  nChanged 1059
Iteration 90Q (1327.650000 sec): 29 clusters
  Score: Raw -117589591.384997 + Penalty 94491.211284 = -117495100.173713
  nChanged 986
Iteration 91Q (1335.090000 sec): 29 clusters
  Score: Raw -117589703.655741 + Penalty 94491.211284 = -117495212.444457
  nChanged 946
Iteration 92Q (1342.500000 sec): 29 clusters
  Score: Raw -117589797.979246 + Penalty 94491.211284 = -117495306.767961
  nChanged 840
Iteration 93Q (1349.910000 sec): 29 clusters
  Score: Raw -117589872.906237 + Penalty 94491.211284 = -117495381.694953
  nChanged 721
Iteration 94Q (1357.290000 sec): 29 clusters
  Score: Raw -117589937.001479 + Penalty 94491.211284 = -117495445.790195
  nChanged 707
Iteration 95Q (1364.690000 sec): 29 clusters
  Score: Raw -117589998.059168 + Penalty 94491.211284 = -117495506.847884
  nChanged 662
Iteration 96Q (1372.120000 sec): 29 clusters
  Score: Raw -117590050.836933 + Penalty 94491.211284 = -117495559.625648
  nChanged 572
Iteration 97Q (1379.540000 sec): 29 clusters
  Score: Raw -117590097.680638 + Penalty 94491.211284 = -117495606.469354
  nChanged 518
Iteration 98Q (1386.980000 sec): 29 clusters
  Score: Raw -117590134.869576 + Penalty 94491.211284 = -117495643.658291
  nChanged 497
Writing temp clu file 
Because OldScore, -117495606.469354, is greater than current (better) Score,-117495643.658291 
 Compute initial score before splitting:   Score: Raw -117590134.869576 + Penalty 94491.211284 = -117495643.658291
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (1303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.110000 sec): 2 clusters
  Score: Raw -189869.747365 + Penalty 1778.761295 = -188090.986070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.110000 sec): 3 clusters
  Score: Raw -189499.938567 + Penalty 3557.522590 = -185942.415977
  nChanged 364
		SP:Iteration 1F (1387.120000 sec): 3 clusters
  Score: Raw -189838.503375 + Penalty 3557.522590 = -186280.980785
  nChanged 86
		SP:Iteration 2F (1387.130000 sec): 3 clusters
  Score: Raw -189921.097970 + Penalty 3557.522590 = -186363.575380
  nChanged 48
		SP:Iteration 3Q (1387.130000 sec): 3 clusters
  Score: Raw -189972.820468 + Penalty 3557.522590 = -186415.297878
  nChanged 28
		SP:Iteration 4Q (1387.130000 sec): 3 clusters
  Score: Raw -189999.011213 + Penalty 3557.522590 = -186441.488623
  nChanged 21
		SP:Iteration 5Q (1387.140000 sec): 3 clusters
  Score: Raw -190019.040035 + Penalty 3557.522590 = -186461.517445
  nChanged 15
		SP:Iteration 6Q (1387.150000 sec): 3 clusters
  Score: Raw -190037.198032 + Penalty 3557.522590 = -186479.675442
  nChanged 13
		SP:Iteration 7Q (1387.150000 sec): 3 clusters
  Score: Raw -190049.924868 + Penalty 3557.522590 = -186492.402278
  nChanged 8
		SP:Iteration 8Q (1387.150000 sec): 3 clusters
  Score: Raw -190056.912671 + Penalty 3557.522590 = -186499.390081
  nChanged 7
		SP:Iteration 9Q (1387.160000 sec): 3 clusters
  Score: Raw -190064.117087 + Penalty 3557.522590 = -186506.594497
  nChanged 11
		SP:Iteration 10Q (1387.170000 sec): 3 clusters
  Score: Raw -190074.283857 + Penalty 3557.522590 = -186516.761266
  nChanged 7
		SP:Iteration 11Q (1387.170000 sec): 3 clusters
  Score: Raw -190080.536895 + Penalty 3557.522590 = -186523.014305
  nChanged 5
		SP:Iteration 12Q (1387.170000 sec): 3 clusters
  Score: Raw -190085.543397 + Penalty 3557.522590 = -186528.020807
  nChanged 7
		SP:Iteration 13Q (1387.180000 sec): 3 clusters
  Score: Raw -190095.139933 + Penalty 3557.522590 = -186537.617343
  nChanged 11
		SP:Iteration 14Q (1387.190000 sec): 3 clusters
  Score: Raw -190113.360045 + Penalty 3557.522590 = -186555.837454
  nChanged 13
		SP:Iteration 15Q (1387.190000 sec): 3 clusters
  Score: Raw -190128.346708 + Penalty 3557.522590 = -186570.824118
  nChanged 8
		SP:Iteration 16Q (1387.190000 sec): 3 clusters
  Score: Raw -190140.017044 + Penalty 3557.522590 = -186582.494454
  nChanged 16
		SP:Iteration 17Q (1387.200000 sec): 3 clusters
  Score: Raw -190168.485026 + Penalty 3557.522590 = -186610.962436
  nChanged 27
		SP:Iteration 18Q (1387.210000 sec): 3 clusters
  Score: Raw -190220.177614 + Penalty 3557.522590 = -186662.655024
  nChanged 28
		SP:Iteration 19Q (1387.210000 sec): 3 clusters
  Score: Raw -190272.049084 + Penalty 3557.522590 = -186714.526493
  nChanged 28
		SP:Iteration 20F (1387.210000 sec): 3 clusters
  Score: Raw -190325.124876 + Penalty 3557.522590 = -186767.602286
  nChanged 26
		SP:Iteration 21Q (1387.220000 sec): 3 clusters
  Score: Raw -190382.287756 + Penalty 3557.522590 = -186824.765165
  nChanged 34
		SP:Iteration 22Q (1387.230000 sec): 3 clusters
  Score: Raw -190466.451442 + Penalty 3557.522590 = -186908.928852
  nChanged 36
		SP:Iteration 23Q (1387.230000 sec): 3 clusters
  Score: Raw -190535.697299 + Penalty 3557.522590 = -186978.174708
  nChanged 27
		SP:Iteration 24Q (1387.230000 sec): 3 clusters
  Score: Raw -190584.950035 + Penalty 3557.522590 = -187027.427444
  nChanged 34
		SP:Iteration 25Q (1387.240000 sec): 3 clusters
  Score: Raw -190646.957170 + Penalty 3557.522590 = -187089.434579
  nChanged 33
		SP:Iteration 26Q (1387.240000 sec): 3 clusters
  Score: Raw -190739.401991 + Penalty 3557.522590 = -187181.879401
  nChanged 44
		SP:Iteration 27Q (1387.250000 sec): 3 clusters
  Score: Raw -190874.626790 + Penalty 3557.522590 = -187317.104200
  nChanged 58
		SP:Iteration 28Q (1387.250000 sec): 3 clusters
  Score: Raw -191028.914473 + Penalty 3557.522590 = -187471.391883
  nChanged 56
		SP:Iteration 29Q (1387.260000 sec): 3 clusters
  Score: Raw -191237.228230 + Penalty 3557.522590 = -187679.705640
  nChanged 70
		SP:Iteration 30F (1387.260000 sec): 3 clusters
  Score: Raw -191599.045619 + Penalty 3557.522590 = -188041.523028
  nChanged 63
		SP:Iteration 31Q (1387.270000 sec): 3 clusters
  Score: Raw -192004.566554 + Penalty 3557.522590 = -188447.043964
  nChanged 32
		SP:Iteration 32Q (1387.270000 sec): 3 clusters
  Score: Raw -192351.477161 + Penalty 3557.522590 = -188793.954571
  nChanged 6
		SP:Iteration 33Q (1387.270000 sec): 3 clusters
  Score: Raw -192412.185382 + Penalty 3557.522590 = -188854.662792
  nChanged 2
		SP:Iteration 34Q (1387.280000 sec): 3 clusters
  Score: Raw -192418.138025 + Penalty 3557.522590 = -188860.615434
  nChanged 0
		SP:Iteration 35F (1387.280000 sec): 3 clusters
  Score: Raw -192418.138025 + Penalty 3557.522590 = -188860.615434
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 29.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.290000 sec): 2 clusters
  Score: Raw -181238.716590 + Penalty 1764.059243 = -179474.657347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.290000 sec): 3 clusters
  Score: Raw -180948.861045 + Penalty 3528.118486 = -177420.742559
  nChanged 334
		SP:Iteration 1F (1387.300000 sec): 3 clusters
  Score: Raw -181274.710830 + Penalty 3528.118486 = -177746.592344
  nChanged 70
		SP:Iteration 2F (1387.310000 sec): 3 clusters
  Score: Raw -181379.037235 + Penalty 3528.118486 = -177850.918750
  nChanged 38
		SP:Iteration 3Q (1387.310000 sec): 3 clusters
  Score: Raw -181465.133626 + Penalty 3528.118486 = -177937.015140
  nChanged 40
		SP:Iteration 4Q (1387.310000 sec): 3 clusters
  Score: Raw -181538.748813 + Penalty 3528.118486 = -178010.630327
  nChanged 34
		SP:Iteration 5Q (1387.320000 sec): 3 clusters
  Score: Raw -181582.629389 + Penalty 3528.118486 = -178054.510903
  nChanged 29
		SP:Iteration 6Q (1387.330000 sec): 3 clusters
  Score: Raw -181617.175381 + Penalty 3528.118486 = -178089.056895
  nChanged 23
		SP:Iteration 7Q (1387.330000 sec): 3 clusters
  Score: Raw -181646.971327 + Penalty 3528.118486 = -178118.852841
  nChanged 16
		SP:Iteration 8Q (1387.330000 sec): 3 clusters
  Score: Raw -181674.926611 + Penalty 3528.118486 = -178146.808125
  nChanged 24
		SP:Iteration 9Q (1387.340000 sec): 3 clusters
  Score: Raw -181714.363134 + Penalty 3528.118486 = -178186.244648
  nChanged 23
		SP:Iteration 10Q (1387.340000 sec): 3 clusters
  Score: Raw -181744.024096 + Penalty 3528.118486 = -178215.905610
  nChanged 20
		SP:Iteration 11Q (1387.350000 sec): 3 clusters
  Score: Raw -181769.131009 + Penalty 3528.118486 = -178241.012523
  nChanged 17
		SP:Iteration 12Q (1387.350000 sec): 3 clusters
  Score: Raw -181797.693463 + Penalty 3528.118486 = -178269.574977
  nChanged 21
		SP:Iteration 13Q (1387.360000 sec): 3 clusters
  Score: Raw -181824.757306 + Penalty 3528.118486 = -178296.638820
  nChanged 14
		SP:Iteration 14Q (1387.360000 sec): 3 clusters
  Score: Raw -181851.307830 + Penalty 3528.118486 = -178323.189344
  nChanged 16
		SP:Iteration 15Q (1387.370000 sec): 3 clusters
  Score: Raw -181871.053437 + Penalty 3528.118486 = -178342.934951
  nChanged 11
		SP:Iteration 16Q (1387.370000 sec): 3 clusters
  Score: Raw -181883.086884 + Penalty 3528.118486 = -178354.968398
  nChanged 9
		SP:Iteration 17Q (1387.370000 sec): 3 clusters
  Score: Raw -181901.310286 + Penalty 3528.118486 = -178373.191800
  nChanged 11
		SP:Iteration 18Q (1387.380000 sec): 3 clusters
  Score: Raw -181914.367547 + Penalty 3528.118486 = -178386.249061
  nChanged 10
		SP:Iteration 19Q (1387.380000 sec): 3 clusters
  Score: Raw -181925.426423 + Penalty 3528.118486 = -178397.307937
  nChanged 9
		SP:Iteration 20F (1387.390000 sec): 3 clusters
  Score: Raw -181939.280251 + Penalty 3528.118486 = -178411.161765
  nChanged 4
		SP:Iteration 21Q (1387.390000 sec): 3 clusters
  Score: Raw -181945.299972 + Penalty 3528.118486 = -178417.181486
  nChanged 6
		SP:Iteration 22Q (1387.400000 sec): 3 clusters
  Score: Raw -181953.244351 + Penalty 3528.118486 = -178425.125865
  nChanged 6
		SP:Iteration 23Q (1387.400000 sec): 3 clusters
  Score: Raw -181958.056942 + Penalty 3528.118486 = -178429.938456
  nChanged 5
		SP:Iteration 24Q (1387.410000 sec): 3 clusters
  Score: Raw -181964.242981 + Penalty 3528.118486 = -178436.124495
  nChanged 3
		SP:Iteration 25Q (1387.410000 sec): 3 clusters
  Score: Raw -181969.108619 + Penalty 3528.118486 = -178440.990133
  nChanged 3
		SP:Iteration 26Q (1387.410000 sec): 3 clusters
  Score: Raw -181970.989215 + Penalty 3528.118486 = -178442.870729
  nChanged 2
		SP:Iteration 27Q (1387.420000 sec): 3 clusters
  Score: Raw -181972.526174 + Penalty 3528.118486 = -178444.407688
  nChanged 2
		SP:Iteration 28Q (1387.420000 sec): 3 clusters
  Score: Raw -181975.075346 + Penalty 3528.118486 = -178446.956860
  nChanged 2
		SP:Iteration 29Q (1387.430000 sec): 3 clusters
  Score: Raw -181977.244101 + Penalty 3528.118486 = -178449.125615
  nChanged 3
		SP:Iteration 30Q (1387.430000 sec): 3 clusters
  Score: Raw -181981.258141 + Penalty 3528.118486 = -178453.139655
  nChanged 1
		SP:Iteration 31Q (1387.440000 sec): 3 clusters
  Score: Raw -181983.725850 + Penalty 3528.118486 = -178455.607364
  nChanged 2
		SP:Iteration 32Q (1387.440000 sec): 3 clusters
  Score: Raw -181988.164019 + Penalty 3528.118486 = -178460.045533
  nChanged 0
		SP:Iteration 33F (1387.450000 sec): 3 clusters
  Score: Raw -181988.164019 + Penalty 3528.118486 = -178460.045533
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.450000 sec): 2 clusters
  Score: Raw -19657.883103 + Penalty 1261.723891 = -18396.159212
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.450000 sec): 3 clusters
  Score: Raw -20030.423812 + Penalty 2523.447782 = -17506.976030
  nChanged 19
		SP:Iteration 1F (1387.450000 sec): 3 clusters
  Score: Raw -20106.452655 + Penalty 2523.447782 = -17583.004872
  nChanged 1
		SP:Iteration 2Q (1387.450000 sec): 3 clusters
  Score: Raw -20109.585120 + Penalty 2523.447782 = -17586.137338
  nChanged 1
		SP:Iteration 3Q (1387.450000 sec): 3 clusters
  Score: Raw -20111.547756 + Penalty 2523.447782 = -17588.099974
  nChanged 0
		SP:Iteration 4F (1387.450000 sec): 3 clusters
  Score: Raw -20111.547756 + Penalty 2523.447782 = -17588.099974
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (1722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.460000 sec): 2 clusters
  Score: Raw -252801.940712 + Penalty 1847.907938 = -250954.032775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.470000 sec): 3 clusters
  Score: Raw -252197.418165 + Penalty 3695.815876 = -248501.602289
  nChanged 528
		SP:Iteration 1F (1387.470000 sec): 3 clusters
  Score: Raw -252615.265587 + Penalty 3695.815876 = -248919.449711
  nChanged 108
		SP:Iteration 2F (1387.480000 sec): 3 clusters
  Score: Raw -252710.813907 + Penalty 3695.815876 = -249014.998032
  nChanged 66
		SP:Iteration 3Q (1387.490000 sec): 3 clusters
  Score: Raw -252769.012483 + Penalty 3695.815876 = -249073.196607
  nChanged 43
		SP:Iteration 4Q (1387.490000 sec): 3 clusters
  Score: Raw -252811.139535 + Penalty 3695.815876 = -249115.323660
  nChanged 35
		SP:Iteration 5Q (1387.500000 sec): 3 clusters
  Score: Raw -252848.598906 + Penalty 3695.815876 = -249152.783030
  nChanged 30
		SP:Iteration 6Q (1387.510000 sec): 3 clusters
  Score: Raw -252882.185668 + Penalty 3695.815876 = -249186.369792
  nChanged 31
		SP:Iteration 7Q (1387.510000 sec): 3 clusters
  Score: Raw -252905.783035 + Penalty 3695.815876 = -249209.967160
  nChanged 13
		SP:Iteration 8Q (1387.520000 sec): 3 clusters
  Score: Raw -252916.407796 + Penalty 3695.815876 = -249220.591920
  nChanged 7
		SP:Iteration 9Q (1387.530000 sec): 3 clusters
  Score: Raw -252925.394562 + Penalty 3695.815876 = -249229.578687
  nChanged 11
		SP:Iteration 10Q (1387.530000 sec): 3 clusters
  Score: Raw -252935.454040 + Penalty 3695.815876 = -249239.638164
  nChanged 16
		SP:Iteration 11Q (1387.540000 sec): 3 clusters
  Score: Raw -252950.382177 + Penalty 3695.815876 = -249254.566301
  nChanged 12
		SP:Iteration 12Q (1387.550000 sec): 3 clusters
  Score: Raw -252958.858975 + Penalty 3695.815876 = -249263.043099
  nChanged 9
		SP:Iteration 13Q (1387.550000 sec): 3 clusters
  Score: Raw -252966.065100 + Penalty 3695.815876 = -249270.249224
  nChanged 7
		SP:Iteration 14Q (1387.560000 sec): 3 clusters
  Score: Raw -252971.253974 + Penalty 3695.815876 = -249275.438099
  nChanged 9
		SP:Iteration 15Q (1387.570000 sec): 3 clusters
  Score: Raw -252981.353809 + Penalty 3695.815876 = -249285.537933
  nChanged 11
		SP:Iteration 16Q (1387.570000 sec): 3 clusters
  Score: Raw -252990.981509 + Penalty 3695.815876 = -249295.165633
  nChanged 11
		SP:Iteration 17Q (1387.580000 sec): 3 clusters
  Score: Raw -252997.645740 + Penalty 3695.815876 = -249301.829864
  nChanged 8
		SP:Iteration 18Q (1387.590000 sec): 3 clusters
  Score: Raw -253003.991678 + Penalty 3695.815876 = -249308.175802
  nChanged 7
		SP:Iteration 19Q (1387.590000 sec): 3 clusters
  Score: Raw -253009.600149 + Penalty 3695.815876 = -249313.784274
  nChanged 12
		SP:Iteration 20F (1387.600000 sec): 3 clusters
  Score: Raw -253019.782616 + Penalty 3695.815876 = -249323.966740
  nChanged 10
		SP:Iteration 21Q (1387.610000 sec): 3 clusters
  Score: Raw -253030.196745 + Penalty 3695.815876 = -249334.380869
  nChanged 5
		SP:Iteration 22Q (1387.610000 sec): 3 clusters
  Score: Raw -253033.653931 + Penalty 3695.815876 = -249337.838055
  nChanged 6
		SP:Iteration 23Q (1387.620000 sec): 3 clusters
  Score: Raw -253037.052005 + Penalty 3695.815876 = -249341.236129
  nChanged 5
		SP:Iteration 24Q (1387.630000 sec): 3 clusters
  Score: Raw -253039.225459 + Penalty 3695.815876 = -249343.409584
  nChanged 3
		SP:Iteration 25Q (1387.630000 sec): 3 clusters
  Score: Raw -253041.036654 + Penalty 3695.815876 = -249345.220778
  nChanged 1
		SP:Iteration 26Q (1387.640000 sec): 3 clusters
  Score: Raw -253042.384511 + Penalty 3695.815876 = -249346.568635
  nChanged 2
		SP:Iteration 27Q (1387.650000 sec): 3 clusters
  Score: Raw -253045.337257 + Penalty 3695.815876 = -249349.521382
  nChanged 2
		SP:Iteration 28Q (1387.650000 sec): 3 clusters
  Score: Raw -253046.864998 + Penalty 3695.815876 = -249351.049122
  nChanged 3
		SP:Iteration 29Q (1387.660000 sec): 3 clusters
  Score: Raw -253048.162222 + Penalty 3695.815876 = -249352.346346
  nChanged 0
		SP:Iteration 30F (1387.670000 sec): 3 clusters
  Score: Raw -253048.162222 + Penalty 3695.815876 = -249352.346346
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.670000 sec): 2 clusters
  Score: Raw -74732.100178 + Penalty 1557.538168 = -73174.562010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.670000 sec): 3 clusters
  Score: Raw -74765.250823 + Penalty 3115.076336 = -71650.174487
  nChanged 104
		SP:Iteration 1F (1387.680000 sec): 3 clusters
  Score: Raw -75015.226424 + Penalty 3115.076336 = -71900.150088
  nChanged 38
		SP:Iteration 2F (1387.680000 sec): 3 clusters
  Score: Raw -75140.563684 + Penalty 3115.076336 = -72025.487348
  nChanged 28
		SP:Iteration 3F (1387.680000 sec): 3 clusters
  Score: Raw -75269.071244 + Penalty 3115.076336 = -72153.994908
  nChanged 22
		SP:Iteration 4Q (1387.680000 sec): 3 clusters
  Score: Raw -75414.447062 + Penalty 3115.076336 = -72299.370726
  nChanged 16
		SP:Iteration 5Q (1387.690000 sec): 3 clusters
  Score: Raw -75524.450144 + Penalty 3115.076336 = -72409.373808
  nChanged 13
		SP:Iteration 6Q (1387.690000 sec): 3 clusters
  Score: Raw -75574.158085 + Penalty 3115.076336 = -72459.081749
  nChanged 8
		SP:Iteration 7Q (1387.690000 sec): 3 clusters
  Score: Raw -75597.912816 + Penalty 3115.076336 = -72482.836480
  nChanged 6
		SP:Iteration 8Q (1387.690000 sec): 3 clusters
  Score: Raw -75625.671418 + Penalty 3115.076336 = -72510.595082
  nChanged 3
		SP:Iteration 9Q (1387.690000 sec): 3 clusters
  Score: Raw -75637.477559 + Penalty 3115.076336 = -72522.401223
  nChanged 2
		SP:Iteration 10Q (1387.690000 sec): 3 clusters
  Score: Raw -75650.148358 + Penalty 3115.076336 = -72535.072022
  nChanged 1
		SP:Iteration 11Q (1387.690000 sec): 3 clusters
  Score: Raw -75652.201013 + Penalty 3115.076336 = -72537.124677
  nChanged 1
		SP:Iteration 12Q (1387.700000 sec): 3 clusters
  Score: Raw -75653.515292 + Penalty 3115.076336 = -72538.438956
  nChanged 0
		SP:Iteration 13F (1387.700000 sec): 3 clusters
  Score: Raw -75653.515292 + Penalty 3115.076336 = -72538.438956
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.770000 sec): 2 clusters
  Score: Raw -2390839.066219 + Penalty 2420.241833 = -2388418.824387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.830000 sec): 3 clusters
  Score: Raw -2380920.316850 + Penalty 4840.483665 = -2376079.833185
  nChanged 7456
		SP:Iteration 1F (1387.910000 sec): 3 clusters
  Score: Raw -2384977.357231 + Penalty 4840.483665 = -2380136.873565
  nChanged 1113
		SP:Iteration 2F (1387.970000 sec): 3 clusters
  Score: Raw -2385548.319265 + Penalty 4840.483665 = -2380707.835599
  nChanged 1054
		SP:Iteration 3F (1388.050000 sec): 3 clusters
  Score: Raw -2386133.373628 + Penalty 4840.483665 = -2381292.889963
  nChanged 1002
		SP:Iteration 4F (1388.110000 sec): 3 clusters
  Score: Raw -2386717.731660 + Penalty 4840.483665 = -2381877.247994
  nChanged 987
		SP:Iteration 5F (1388.190000 sec): 3 clusters
  Score: Raw -2387319.872669 + Penalty 4840.483665 = -2382479.389003
  nChanged 935
		SP:Iteration 6F (1388.260000 sec): 3 clusters
  Score: Raw -2387922.786038 + Penalty 4840.483665 = -2383082.302372
  nChanged 889
		SP:Iteration 7F (1388.330000 sec): 3 clusters
  Score: Raw -2388493.386732 + Penalty 4840.483665 = -2383652.903066
  nChanged 783
		SP:Iteration 8Q (1388.400000 sec): 3 clusters
  Score: Raw -2388971.319161 + Penalty 4840.483665 = -2384130.835496
  nChanged 673
		SP:Iteration 9Q (1388.470000 sec): 3 clusters
  Score: Raw -2389332.097728 + Penalty 4840.483665 = -2384491.614062
  nChanged 526
		SP:Iteration 10Q (1388.530000 sec): 3 clusters
  Score: Raw -2389548.036670 + Penalty 4840.483665 = -2384707.553004
  nChanged 372
		SP:Iteration 11Q (1388.600000 sec): 3 clusters
  Score: Raw -2389662.046623 + Penalty 4840.483665 = -2384821.562957
  nChanged 259
		SP:Iteration 12Q (1388.670000 sec): 3 clusters
  Score: Raw -2389731.369710 + Penalty 4840.483665 = -2384890.886044
  nChanged 189
		SP:Iteration 13Q (1388.740000 sec): 3 clusters
  Score: Raw -2389775.082432 + Penalty 4840.483665 = -2384934.598767
  nChanged 149
		SP:Iteration 14Q (1388.810000 sec): 3 clusters
  Score: Raw -2389810.192017 + Penalty 4840.483665 = -2384969.708352
  nChanged 136
		SP:Iteration 15Q (1388.870000 sec): 3 clusters
  Score: Raw -2389843.352918 + Penalty 4840.483665 = -2385002.869253
  nChanged 144
		SP:Iteration 16Q (1388.940000 sec): 3 clusters
  Score: Raw -2389874.122006 + Penalty 4840.483665 = -2385033.638341
  nChanged 117
		SP:Iteration 17Q (1389.010000 sec): 3 clusters
  Score: Raw -2389897.679713 + Penalty 4840.483665 = -2385057.196047
  nChanged 111
		SP:Iteration 18Q (1389.080000 sec): 3 clusters
  Score: Raw -2389918.826190 + Penalty 4840.483665 = -2385078.342524
  nChanged 99
		SP:Iteration 19Q (1389.140000 sec): 3 clusters
  Score: Raw -2389936.277049 + Penalty 4840.483665 = -2385095.793383
  nChanged 74
		SP:Iteration 20F (1389.210000 sec): 3 clusters
  Score: Raw -2389949.907647 + Penalty 4840.483665 = -2385109.423982
  nChanged 78
		SP:Iteration 21Q (1389.280000 sec): 3 clusters
  Score: Raw -2389967.380722 + Penalty 4840.483665 = -2385126.897057
  nChanged 95
		SP:Iteration 22Q (1389.350000 sec): 3 clusters
  Score: Raw -2389988.077485 + Penalty 4840.483665 = -2385147.593820
  nChanged 97
		SP:Iteration 23Q (1389.410000 sec): 3 clusters
  Score: Raw -2390008.539236 + Penalty 4840.483665 = -2385168.055571
  nChanged 91
		SP:Iteration 24Q (1389.480000 sec): 3 clusters
  Score: Raw -2390027.267910 + Penalty 4840.483665 = -2385186.784245
  nChanged 88
		SP:Iteration 25Q (1389.550000 sec): 3 clusters
  Score: Raw -2390044.987131 + Penalty 4840.483665 = -2385204.503465
  nChanged 76
		SP:Iteration 26Q (1389.620000 sec): 3 clusters
  Score: Raw -2390061.133324 + Penalty 4840.483665 = -2385220.649658
  nChanged 88
		SP:Iteration 27Q (1389.680000 sec): 3 clusters
  Score: Raw -2390079.859570 + Penalty 4840.483665 = -2385239.375904
  nChanged 87
		SP:Iteration 28Q (1389.750000 sec): 3 clusters
  Score: Raw -2390095.151377 + Penalty 4840.483665 = -2385254.667712
  nChanged 82
		SP:Iteration 29Q (1389.810000 sec): 3 clusters
  Score: Raw -2390110.289886 + Penalty 4840.483665 = -2385269.806221
  nChanged 72
		SP:Iteration 30Q (1389.880000 sec): 3 clusters
  Score: Raw -2390123.836080 + Penalty 4840.483665 = -2385283.352415
  nChanged 76
		SP:Iteration 31Q (1389.950000 sec): 3 clusters
  Score: Raw -2390138.027748 + Penalty 4840.483665 = -2385297.544083
  nChanged 72
		SP:Iteration 32Q (1390.010000 sec): 3 clusters
  Score: Raw -2390151.769153 + Penalty 4840.483665 = -2385311.285488
  nChanged 62
		SP:Iteration 33Q (1390.090000 sec): 3 clusters
  Score: Raw -2390163.417318 + Penalty 4840.483665 = -2385322.933652
  nChanged 61
		SP:Iteration 34Q (1390.150000 sec): 3 clusters
  Score: Raw -2390174.065060 + Penalty 4840.483665 = -2385333.581394
  nChanged 54
		SP:Iteration 35Q (1390.230000 sec): 3 clusters
  Score: Raw -2390180.810446 + Penalty 4840.483665 = -2385340.326780
  nChanged 41
		SP:Iteration 36Q (1390.300000 sec): 3 clusters
  Score: Raw -2390186.463046 + Penalty 4840.483665 = -2385345.979381
  nChanged 45
		SP:Iteration 37Q (1390.370000 sec): 3 clusters
  Score: Raw -2390193.307073 + Penalty 4840.483665 = -2385352.823408
  nChanged 43
		SP:Iteration 38Q (1390.430000 sec): 3 clusters
  Score: Raw -2390199.143659 + Penalty 4840.483665 = -2385358.659994
  nChanged 38
		SP:Iteration 39Q (1390.500000 sec): 3 clusters
  Score: Raw -2390204.645651 + Penalty 4840.483665 = -2385364.161985
  nChanged 38
		SP:Iteration 40F (1390.570000 sec): 3 clusters
  Score: Raw -2390209.927976 + Penalty 4840.483665 = -2385369.444311
  nChanged 32
		SP:Iteration 41Q (1390.640000 sec): 3 clusters
  Score: Raw -2390213.798028 + Penalty 4840.483665 = -2385373.314362
  nChanged 31
		SP:Iteration 42Q (1390.710000 sec): 3 clusters
  Score: Raw -2390217.504390 + Penalty 4840.483665 = -2385377.020725
  nChanged 37
		SP:Iteration 43Q (1390.780000 sec): 3 clusters
  Score: Raw -2390221.767394 + Penalty 4840.483665 = -2385381.283728
  nChanged 28
		SP:Iteration 44Q (1390.850000 sec): 3 clusters
  Score: Raw -2390225.794094 + Penalty 4840.483665 = -2385385.310429
  nChanged 33
		SP:Iteration 45Q (1390.920000 sec): 3 clusters
  Score: Raw -2390231.741895 + Penalty 4840.483665 = -2385391.258229
  nChanged 42
		SP:Iteration 46Q (1390.990000 sec): 3 clusters
  Score: Raw -2390238.967656 + Penalty 4840.483665 = -2385398.483990
  nChanged 34
		SP:Iteration 47Q (1391.060000 sec): 3 clusters
  Score: Raw -2390243.741206 + Penalty 4840.483665 = -2385403.257541
  nChanged 40
		SP:Iteration 48Q (1391.130000 sec): 3 clusters
  Score: Raw -2390251.082021 + Penalty 4840.483665 = -2385410.598355
  nChanged 41
		SP:Iteration 49Q (1391.190000 sec): 3 clusters
  Score: Raw -2390258.005304 + Penalty 4840.483665 = -2385417.521638
  nChanged 42
		SP:Iteration 50Q (1391.260000 sec): 3 clusters
  Score: Raw -2390264.058748 + Penalty 4840.483665 = -2385423.575082
  nChanged 48
		SP:Iteration 51Q (1391.330000 sec): 3 clusters
  Score: Raw -2390271.460172 + Penalty 4840.483665 = -2385430.976506
  nChanged 40
		SP:Iteration 52Q (1391.390000 sec): 3 clusters
  Score: Raw -2390277.159287 + Penalty 4840.483665 = -2385436.675622
  nChanged 36
		SP:Iteration 53Q (1391.460000 sec): 3 clusters
  Score: Raw -2390282.024977 + Penalty 4840.483665 = -2385441.541311
  nChanged 39
		SP:Iteration 54Q (1391.530000 sec): 3 clusters
  Score: Raw -2390288.106479 + Penalty 4840.483665 = -2385447.622813
  nChanged 37
		SP:Iteration 55Q (1391.600000 sec): 3 clusters
  Score: Raw -2390292.615637 + Penalty 4840.483665 = -2385452.131971
  nChanged 29
		SP:Iteration 56Q (1391.670000 sec): 3 clusters
  Score: Raw -2390296.458454 + Penalty 4840.483665 = -2385455.974789
  nChanged 27
		SP:Iteration 57Q (1391.730000 sec): 3 clusters
  Score: Raw -2390299.665157 + Penalty 4840.483665 = -2385459.181491
  nChanged 22
		SP:Iteration 58Q (1391.800000 sec): 3 clusters
  Score: Raw -2390301.885778 + Penalty 4840.483665 = -2385461.402113
  nChanged 15
		SP:Iteration 59Q (1391.870000 sec): 3 clusters
  Score: Raw -2390303.435826 + Penalty 4840.483665 = -2385462.952161
  nChanged 15
		SP:Iteration 60F (1391.930000 sec): 3 clusters
  Score: Raw -2390305.215109 + Penalty 4840.483665 = -2385464.731444
  nChanged 15
		SP:Iteration 61Q (1392.000000 sec): 3 clusters
  Score: Raw -2390306.878635 + Penalty 4840.483665 = -2385466.394970
  nChanged 21
		SP:Iteration 62Q (1392.070000 sec): 3 clusters
  Score: Raw -2390309.268922 + Penalty 4840.483665 = -2385468.785257
  nChanged 22
		SP:Iteration 63Q (1392.130000 sec): 3 clusters
  Score: Raw -2390312.162755 + Penalty 4840.483665 = -2385471.679090
  nChanged 22
		SP:Iteration 64Q (1392.200000 sec): 3 clusters
  Score: Raw -2390314.183551 + Penalty 4840.483665 = -2385473.699885
  nChanged 20
		SP:Iteration 65Q (1392.270000 sec): 3 clusters
  Score: Raw -2390316.041092 + Penalty 4840.483665 = -2385475.557426
  nChanged 20
		SP:Iteration 66Q (1392.330000 sec): 3 clusters
  Score: Raw -2390317.850510 + Penalty 4840.483665 = -2385477.366845
  nChanged 14
		SP:Iteration 67Q (1392.400000 sec): 3 clusters
  Score: Raw -2390319.308549 + Penalty 4840.483665 = -2385478.824883
  nChanged 15
		SP:Iteration 68Q (1392.470000 sec): 3 clusters
  Score: Raw -2390320.417410 + Penalty 4840.483665 = -2385479.933745
  nChanged 11
		SP:Iteration 69Q (1392.540000 sec): 3 clusters
  Score: Raw -2390321.605445 + Penalty 4840.483665 = -2385481.121780
  nChanged 10
		SP:Iteration 70Q (1392.610000 sec): 3 clusters
  Score: Raw -2390323.021065 + Penalty 4840.483665 = -2385482.537400
  nChanged 15
		SP:Iteration 71Q (1392.670000 sec): 3 clusters
  Score: Raw -2390325.155073 + Penalty 4840.483665 = -2385484.671407
  nChanged 23
		SP:Iteration 72Q (1392.740000 sec): 3 clusters
  Score: Raw -2390328.278873 + Penalty 4840.483665 = -2385487.795208
  nChanged 31
		SP:Iteration 73Q (1392.800000 sec): 3 clusters
  Score: Raw -2390332.665312 + Penalty 4840.483665 = -2385492.181646
  nChanged 44
		SP:Iteration 74Q (1392.870000 sec): 3 clusters
  Score: Raw -2390339.636064 + Penalty 4840.483665 = -2385499.152399
  nChanged 50
		SP:Iteration 75Q (1392.940000 sec): 3 clusters
  Score: Raw -2390347.168771 + Penalty 4840.483665 = -2385506.685105
  nChanged 47
		SP:Iteration 76Q (1393.000000 sec): 3 clusters
  Score: Raw -2390354.380578 + Penalty 4840.483665 = -2385513.896913
  nChanged 55
		SP:Iteration 77Q (1393.070000 sec): 3 clusters
  Score: Raw -2390363.303493 + Penalty 4840.483665 = -2385522.819827
  nChanged 56
		SP:Iteration 78Q (1393.140000 sec): 3 clusters
  Score: Raw -2390371.624402 + Penalty 4840.483665 = -2385531.140737
  nChanged 60
		SP:Iteration 79Q (1393.210000 sec): 3 clusters
  Score: Raw -2390381.670565 + Penalty 4840.483665 = -2385541.186899
  nChanged 60
		SP:Iteration 80F (1393.280000 sec): 3 clusters
  Score: Raw -2390393.434924 + Penalty 4840.483665 = -2385552.951258
  nChanged 86
		SP:Iteration 81Q (1393.340000 sec): 3 clusters
  Score: Raw -2390409.737433 + Penalty 4840.483665 = -2385569.253768
  nChanged 87
		SP:Iteration 82Q (1393.410000 sec): 3 clusters
  Score: Raw -2390426.725481 + Penalty 4840.483665 = -2385586.241815
  nChanged 88
		SP:Iteration 83Q (1393.480000 sec): 3 clusters
  Score: Raw -2390443.368880 + Penalty 4840.483665 = -2385602.885215
  nChanged 64
		SP:Iteration 84Q (1393.540000 sec): 3 clusters
  Score: Raw -2390456.772352 + Penalty 4840.483665 = -2385616.288686
  nChanged 69
		SP:Iteration 85Q (1393.610000 sec): 3 clusters
  Score: Raw -2390470.815352 + Penalty 4840.483665 = -2385630.331686
  nChanged 54
		SP:Iteration 86Q (1393.670000 sec): 3 clusters
  Score: Raw -2390479.655954 + Penalty 4840.483665 = -2385639.172289
  nChanged 47
		SP:Iteration 87Q (1393.740000 sec): 3 clusters
  Score: Raw -2390487.099998 + Penalty 4840.483665 = -2385646.616332
  nChanged 43
		SP:Iteration 88Q (1393.810000 sec): 3 clusters
  Score: Raw -2390494.186141 + Penalty 4840.483665 = -2385653.702475
  nChanged 53
		SP:Iteration 89Q (1393.870000 sec): 3 clusters
  Score: Raw -2390504.598099 + Penalty 4840.483665 = -2385664.114434
  nChanged 50
		SP:Iteration 90Q (1393.940000 sec): 3 clusters
  Score: Raw -2390513.982740 + Penalty 4840.483665 = -2385673.499075
  nChanged 54
		SP:Iteration 91Q (1394.010000 sec): 3 clusters
  Score: Raw -2390525.484477 + Penalty 4840.483665 = -2385685.000812
  nChanged 51
		SP:Iteration 92Q (1394.070000 sec): 3 clusters
  Score: Raw -2390534.222279 + Penalty 4840.483665 = -2385693.738614
  nChanged 48
		SP:Iteration 93Q (1394.140000 sec): 3 clusters
  Score: Raw -2390543.205108 + Penalty 4840.483665 = -2385702.721442
  nChanged 54
		SP:Iteration 94Q (1394.210000 sec): 3 clusters
  Score: Raw -2390551.449945 + Penalty 4840.483665 = -2385710.966279
  nChanged 61
		SP:Iteration 95Q (1394.270000 sec): 3 clusters
  Score: Raw -2390561.201465 + Penalty 4840.483665 = -2385720.717799
  nChanged 54
		SP:Iteration 96Q (1394.330000 sec): 3 clusters
  Score: Raw -2390569.298861 + Penalty 4840.483665 = -2385728.815195
  nChanged 45
		SP:Iteration 97Q (1394.400000 sec): 3 clusters
  Score: Raw -2390575.664925 + Penalty 4840.483665 = -2385735.181259
  nChanged 41
		SP:Iteration 98Q (1394.470000 sec): 3 clusters
  Score: Raw -2390580.794318 + Penalty 4840.483665 = -2385740.310652
  nChanged 39
		SP:Iteration 99Q (1394.530000 sec): 3 clusters
  Score: Raw -2390585.723096 + Penalty 4840.483665 = -2385745.239430
  nChanged 28
		SP:Iteration 100F (1394.600000 sec): 3 clusters
  Score: Raw -2390589.052794 + Penalty 4840.483665 = -2385748.569129
  nChanged 26
		SP:Iteration 101Q (1394.670000 sec): 3 clusters
  Score: Raw -2390593.611184 + Penalty 4840.483665 = -2385753.127519
  nChanged 42
		SP:Iteration 102Q (1394.740000 sec): 3 clusters
  Score: Raw -2390602.121208 + Penalty 4840.483665 = -2385761.637543
  nChanged 53
		SP:Iteration 103Q (1394.800000 sec): 3 clusters
  Score: Raw -2390611.321348 + Penalty 4840.483665 = -2385770.837683
  nChanged 56
		SP:Iteration 104Q (1394.870000 sec): 3 clusters
  Score: Raw -2390620.840683 + Penalty 4840.483665 = -2385780.357017
  nChanged 49
		SP:Iteration 105Q (1394.930000 sec): 3 clusters
  Score: Raw -2390628.126224 + Penalty 4840.483665 = -2385787.642558
  nChanged 41
		SP:Iteration 106Q (1395.000000 sec): 3 clusters
  Score: Raw -2390634.124281 + Penalty 4840.483665 = -2385793.640615
  nChanged 38
		SP:Iteration 107Q (1395.070000 sec): 3 clusters
  Score: Raw -2390639.209285 + Penalty 4840.483665 = -2385798.725619
  nChanged 27
		SP:Iteration 108Q (1395.130000 sec): 3 clusters
  Score: Raw -2390642.473042 + Penalty 4840.483665 = -2385801.989377
  nChanged 22
		SP:Iteration 109Q (1395.200000 sec): 3 clusters
  Score: Raw -2390645.310885 + Penalty 4840.483665 = -2385804.827219
  nChanged 27
		SP:Iteration 110Q (1395.270000 sec): 3 clusters
  Score: Raw -2390648.423845 + Penalty 4840.483665 = -2385807.940179
  nChanged 20
		SP:Iteration 111Q (1395.330000 sec): 3 clusters
  Score: Raw -2390650.485546 + Penalty 4840.483665 = -2385810.001880
  nChanged 14
		SP:Iteration 112Q (1395.390000 sec): 3 clusters
  Score: Raw -2390651.742189 + Penalty 4840.483665 = -2385811.258524
  nChanged 11
		SP:Iteration 113Q (1395.460000 sec): 3 clusters
  Score: Raw -2390652.713884 + Penalty 4840.483665 = -2385812.230218
  nChanged 11
		SP:Iteration 114Q (1395.530000 sec): 3 clusters
  Score: Raw -2390654.022556 + Penalty 4840.483665 = -2385813.538890
  nChanged 9
		SP:Iteration 115Q (1395.590000 sec): 3 clusters
  Score: Raw -2390655.220621 + Penalty 4840.483665 = -2385814.736956
  nChanged 16
		SP:Iteration 116Q (1395.660000 sec): 3 clusters
  Score: Raw -2390657.008570 + Penalty 4840.483665 = -2385816.524904
  nChanged 16
		SP:Iteration 117Q (1395.720000 sec): 3 clusters
  Score: Raw -2390658.693336 + Penalty 4840.483665 = -2385818.209670
  nChanged 23
		SP:Iteration 118Q (1395.790000 sec): 3 clusters
  Score: Raw -2390661.710459 + Penalty 4840.483665 = -2385821.226794
  nChanged 37
		SP:Iteration 119Q (1395.850000 sec): 3 clusters
  Score: Raw -2390668.725975 + Penalty 4840.483665 = -2385828.242310
  nChanged 45
		SP:Iteration 120F (1395.920000 sec): 3 clusters
  Score: Raw -2390676.230059 + Penalty 4840.483665 = -2385835.746393
  nChanged 41
		SP:Iteration 121Q (1395.990000 sec): 3 clusters
  Score: Raw -2390682.606235 + Penalty 4840.483665 = -2385842.122569
  nChanged 38
		SP:Iteration 122Q (1396.050000 sec): 3 clusters
  Score: Raw -2390689.076736 + Penalty 4840.483665 = -2385848.593070
  nChanged 51
		SP:Iteration 123Q (1396.120000 sec): 3 clusters
  Score: Raw -2390698.347392 + Penalty 4840.483665 = -2385857.863727
  nChanged 45
		SP:Iteration 124Q (1396.190000 sec): 3 clusters
  Score: Raw -2390707.547016 + Penalty 4840.483665 = -2385867.063351
  nChanged 55
		SP:Iteration 125Q (1396.250000 sec): 3 clusters
  Score: Raw -2390716.555542 + Penalty 4840.483665 = -2385876.071877
  nChanged 50
		SP:Iteration 126Q (1396.310000 sec): 3 clusters
  Score: Raw -2390723.517900 + Penalty 4840.483665 = -2385883.034235
  nChanged 39
		SP:Iteration 127Q (1396.380000 sec): 3 clusters
  Score: Raw -2390728.809282 + Penalty 4840.483665 = -2385888.325616
  nChanged 33
		SP:Iteration 128Q (1396.450000 sec): 3 clusters
  Score: Raw -2390732.266559 + Penalty 4840.483665 = -2385891.782894
  nChanged 22
		SP:Iteration 129Q (1396.510000 sec): 3 clusters
  Score: Raw -2390734.678350 + Penalty 4840.483665 = -2385894.194684
  nChanged 13
		SP:Iteration 130Q (1396.580000 sec): 3 clusters
  Score: Raw -2390736.389783 + Penalty 4840.483665 = -2385895.906117
  nChanged 15
		SP:Iteration 131Q (1396.650000 sec): 3 clusters
  Score: Raw -2390738.113757 + Penalty 4840.483665 = -2385897.630091
  nChanged 12
		SP:Iteration 132Q (1396.710000 sec): 3 clusters
  Score: Raw -2390739.061354 + Penalty 4840.483665 = -2385898.577689
  nChanged 8
		SP:Iteration 133Q (1396.770000 sec): 3 clusters
  Score: Raw -2390739.995961 + Penalty 4840.483665 = -2385899.512296
  nChanged 8
		SP:Iteration 134Q (1396.840000 sec): 3 clusters
  Score: Raw -2390740.620301 + Penalty 4840.483665 = -2385900.136635
  nChanged 6
		SP:Iteration 135Q (1396.910000 sec): 3 clusters
  Score: Raw -2390741.212557 + Penalty 4840.483665 = -2385900.728892
  nChanged 7
		SP:Iteration 136Q (1396.970000 sec): 3 clusters
  Score: Raw -2390741.747810 + Penalty 4840.483665 = -2385901.264144
  nChanged 3
		SP:Iteration 137Q (1397.030000 sec): 3 clusters
  Score: Raw -2390742.003525 + Penalty 4840.483665 = -2385901.519860
  nChanged 3
		SP:Iteration 138Q (1397.100000 sec): 3 clusters
  Score: Raw -2390742.259683 + Penalty 4840.483665 = -2385901.776018
  nChanged 2
		SP:Iteration 139Q (1397.170000 sec): 3 clusters
  Score: Raw -2390742.491834 + Penalty 4840.483665 = -2385902.008169
  nChanged 3
		SP:Iteration 140F (1397.240000 sec): 3 clusters
  Score: Raw -2390742.620840 + Penalty 4840.483665 = -2385902.137174
  nChanged 3
		SP:Iteration 141Q (1397.310000 sec): 3 clusters
  Score: Raw -2390742.936268 + Penalty 4840.483665 = -2385902.452603
  nChanged 7
		SP:Iteration 142Q (1397.380000 sec): 3 clusters
  Score: Raw -2390743.506837 + Penalty 4840.483665 = -2385903.023172
  nChanged 4
		SP:Iteration 143Q (1397.450000 sec): 3 clusters
  Score: Raw -2390743.816186 + Penalty 4840.483665 = -2385903.332521
  nChanged 7
		SP:Iteration 144Q (1397.510000 sec): 3 clusters
  Score: Raw -2390744.387031 + Penalty 4840.483665 = -2385903.903365
  nChanged 3
		SP:Iteration 145Q (1397.580000 sec): 3 clusters
  Score: Raw -2390744.594856 + Penalty 4840.483665 = -2385904.111191
  nChanged 4
		SP:Iteration 146Q (1397.650000 sec): 3 clusters
  Score: Raw -2390744.893778 + Penalty 4840.483665 = -2385904.410113
  nChanged 1
		SP:Iteration 147Q (1397.720000 sec): 3 clusters
  Score: Raw -2390744.962562 + Penalty 4840.483665 = -2385904.478897
  nChanged 3
		SP:Iteration 148Q (1397.780000 sec): 3 clusters
  Score: Raw -2390745.234666 + Penalty 4840.483665 = -2385904.751000
  nChanged 2
		SP:Iteration 149Q (1397.850000 sec): 3 clusters
  Score: Raw -2390745.464360 + Penalty 4840.483665 = -2385904.980694
  nChanged 1
		SP:Iteration 150Q (1397.920000 sec): 3 clusters
  Score: Raw -2390745.569044 + Penalty 4840.483665 = -2385905.085378
  nChanged 2
		SP:Iteration 151Q (1397.990000 sec): 3 clusters
  Score: Raw -2390745.689544 + Penalty 4840.483665 = -2385905.205879
  nChanged 2
		SP:Iteration 152Q (1398.050000 sec): 3 clusters
  Score: Raw -2390745.784966 + Penalty 4840.483665 = -2385905.301301
  nChanged 0
		SP:Iteration 153F (1398.130000 sec): 3 clusters
  Score: Raw -2390745.784966 + Penalty 4840.483665 = -2385905.301301
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1398.160000 sec): 2 clusters
  Score: Raw -1069811.055681 + Penalty 2205.844218 = -1067605.211463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1398.190000 sec): 3 clusters
  Score: Raw -1066013.165850 + Penalty 4411.688435 = -1061601.477414
  nChanged 2971
		SP:Iteration 1F (1398.220000 sec): 3 clusters
  Score: Raw -1067635.668238 + Penalty 4411.688435 = -1063223.979802
  nChanged 527
		SP:Iteration 2F (1398.250000 sec): 3 clusters
  Score: Raw -1067921.261537 + Penalty 4411.688435 = -1063509.573102
  nChanged 416
		SP:Iteration 3F (1398.270000 sec): 3 clusters
  Score: Raw -1068174.624943 + Penalty 4411.688435 = -1063762.936507
  nChanged 388
		SP:Iteration 4F (1398.310000 sec): 3 clusters
  Score: Raw -1068416.927161 + Penalty 4411.688435 = -1064005.238726
  nChanged 347
		SP:Iteration 5Q (1398.330000 sec): 3 clusters
  Score: Raw -1068647.877843 + Penalty 4411.688435 = -1064236.189408
  nChanged 339
		SP:Iteration 6Q (1398.370000 sec): 3 clusters
  Score: Raw -1068863.029773 + Penalty 4411.688435 = -1064451.341338
  nChanged 316
		SP:Iteration 7Q (1398.390000 sec): 3 clusters
  Score: Raw -1069052.208821 + Penalty 4411.688435 = -1064640.520386
  nChanged 267
		SP:Iteration 8Q (1398.420000 sec): 3 clusters
  Score: Raw -1069186.226203 + Penalty 4411.688435 = -1064774.537767
  nChanged 192
		SP:Iteration 9Q (1398.450000 sec): 3 clusters
  Score: Raw -1069273.446119 + Penalty 4411.688435 = -1064861.757683
  nChanged 174
		SP:Iteration 10Q (1398.480000 sec): 3 clusters
  Score: Raw -1069356.823869 + Penalty 4411.688435 = -1064945.135434
  nChanged 148
		SP:Iteration 11Q (1398.510000 sec): 3 clusters
  Score: Raw -1069424.154231 + Penalty 4411.688435 = -1065012.465796
  nChanged 107
		SP:Iteration 12Q (1398.540000 sec): 3 clusters
  Score: Raw -1069472.792632 + Penalty 4411.688435 = -1065061.104197
  nChanged 105
		SP:Iteration 13Q (1398.570000 sec): 3 clusters
  Score: Raw -1069524.620020 + Penalty 4411.688435 = -1065112.931585
  nChanged 94
		SP:Iteration 14Q (1398.600000 sec): 3 clusters
  Score: Raw -1069572.626107 + Penalty 4411.688435 = -1065160.937672
  nChanged 91
		SP:Iteration 15Q (1398.630000 sec): 3 clusters
  Score: Raw -1069614.516290 + Penalty 4411.688435 = -1065202.827855
  nChanged 70
		SP:Iteration 16Q (1398.660000 sec): 3 clusters
  Score: Raw -1069649.288088 + Penalty 4411.688435 = -1065237.599653
  nChanged 73
		SP:Iteration 17Q (1398.690000 sec): 3 clusters
  Score: Raw -1069687.000236 + Penalty 4411.688435 = -1065275.311801
  nChanged 79
		SP:Iteration 18Q (1398.710000 sec): 3 clusters
  Score: Raw -1069725.663951 + Penalty 4411.688435 = -1065313.975516
  nChanged 74
		SP:Iteration 19Q (1398.740000 sec): 3 clusters
  Score: Raw -1069766.414823 + Penalty 4411.688435 = -1065354.726388
  nChanged 76
		SP:Iteration 20F (1398.770000 sec): 3 clusters
  Score: Raw -1069801.787449 + Penalty 4411.688435 = -1065390.099014
  nChanged 59
		SP:Iteration 21Q (1398.800000 sec): 3 clusters
  Score: Raw -1069834.189748 + Penalty 4411.688435 = -1065422.501312
  nChanged 63
		SP:Iteration 22Q (1398.830000 sec): 3 clusters
  Score: Raw -1069870.757042 + Penalty 4411.688435 = -1065459.068606
  nChanged 55
		SP:Iteration 23Q (1398.850000 sec): 3 clusters
  Score: Raw -1069902.938228 + Penalty 4411.688435 = -1065491.249793
  nChanged 53
		SP:Iteration 24Q (1398.880000 sec): 3 clusters
  Score: Raw -1069935.439916 + Penalty 4411.688435 = -1065523.751480
  nChanged 55
		SP:Iteration 25Q (1398.910000 sec): 3 clusters
  Score: Raw -1069974.632091 + Penalty 4411.688435 = -1065562.943656
  nChanged 56
		SP:Iteration 26Q (1398.930000 sec): 3 clusters
  Score: Raw -1070021.470363 + Penalty 4411.688435 = -1065609.781927
  nChanged 62
		SP:Iteration 27Q (1398.960000 sec): 3 clusters
  Score: Raw -1070087.691772 + Penalty 4411.688435 = -1065676.003336
  nChanged 60
		SP:Iteration 28Q (1398.990000 sec): 3 clusters
  Score: Raw -1070132.414826 + Penalty 4411.688435 = -1065720.726391
  nChanged 55
		SP:Iteration 29Q (1399.010000 sec): 3 clusters
  Score: Raw -1070171.389786 + Penalty 4411.688435 = -1065759.701351
  nChanged 41
		SP:Iteration 30Q (1399.040000 sec): 3 clusters
  Score: Raw -1070194.522452 + Penalty 4411.688435 = -1065782.834017
  nChanged 35
		SP:Iteration 31Q (1399.060000 sec): 3 clusters
  Score: Raw -1070220.137484 + Penalty 4411.688435 = -1065808.449049
  nChanged 26
		SP:Iteration 32Q (1399.090000 sec): 3 clusters
  Score: Raw -1070237.309538 + Penalty 4411.688435 = -1065825.621103
  nChanged 22
		SP:Iteration 33Q (1399.110000 sec): 3 clusters
  Score: Raw -1070249.622369 + Penalty 4411.688435 = -1065837.933934
  nChanged 25
		SP:Iteration 34Q (1399.130000 sec): 3 clusters
  Score: Raw -1070264.627783 + Penalty 4411.688435 = -1065852.939348
  nChanged 15
		SP:Iteration 35Q (1399.160000 sec): 3 clusters
  Score: Raw -1070274.489048 + Penalty 4411.688435 = -1065862.800612
  nChanged 21
		SP:Iteration 36Q (1399.180000 sec): 3 clusters
  Score: Raw -1070289.354758 + Penalty 4411.688435 = -1065877.666322
  nChanged 14
		SP:Iteration 37Q (1399.210000 sec): 3 clusters
  Score: Raw -1070295.756439 + Penalty 4411.688435 = -1065884.068004
  nChanged 12
		SP:Iteration 38Q (1399.230000 sec): 3 clusters
  Score: Raw -1070301.206926 + Penalty 4411.688435 = -1065889.518491
  nChanged 14
		SP:Iteration 39Q (1399.250000 sec): 3 clusters
  Score: Raw -1070306.614211 + Penalty 4411.688435 = -1065894.925775
  nChanged 12
		SP:Iteration 40F (1399.280000 sec): 3 clusters
  Score: Raw -1070310.999791 + Penalty 4411.688435 = -1065899.311356
  nChanged 6
		SP:Iteration 41Q (1399.310000 sec): 3 clusters
  Score: Raw -1070314.035361 + Penalty 4411.688435 = -1065902.346925
  nChanged 9
		SP:Iteration 42Q (1399.330000 sec): 3 clusters
  Score: Raw -1070319.100690 + Penalty 4411.688435 = -1065907.412254
  nChanged 11
		SP:Iteration 43Q (1399.350000 sec): 3 clusters
  Score: Raw -1070324.107993 + Penalty 4411.688435 = -1065912.419558
  nChanged 7
		SP:Iteration 44Q (1399.380000 sec): 3 clusters
  Score: Raw -1070328.568632 + Penalty 4411.688435 = -1065916.880196
  nChanged 6
		SP:Iteration 45Q (1399.400000 sec): 3 clusters
  Score: Raw -1070332.856731 + Penalty 4411.688435 = -1065921.168295
  nChanged 11
		SP:Iteration 46Q (1399.430000 sec): 3 clusters
  Score: Raw -1070340.854692 + Penalty 4411.688435 = -1065929.166257
  nChanged 17
		SP:Iteration 47Q (1399.450000 sec): 3 clusters
  Score: Raw -1070351.140235 + Penalty 4411.688435 = -1065939.451800
  nChanged 18
		SP:Iteration 48Q (1399.470000 sec): 3 clusters
  Score: Raw -1070358.707690 + Penalty 4411.688435 = -1065947.019255
  nChanged 9
		SP:Iteration 49Q (1399.500000 sec): 3 clusters
  Score: Raw -1070364.017563 + Penalty 4411.688435 = -1065952.329127
  nChanged 8
		SP:Iteration 50Q (1399.520000 sec): 3 clusters
  Score: Raw -1070368.227487 + Penalty 4411.688435 = -1065956.539052
  nChanged 8
		SP:Iteration 51Q (1399.540000 sec): 3 clusters
  Score: Raw -1070372.173405 + Penalty 4411.688435 = -1065960.484969
  nChanged 5
		SP:Iteration 52Q (1399.570000 sec): 3 clusters
  Score: Raw -1070374.169181 + Penalty 4411.688435 = -1065962.480745
  nChanged 3
		SP:Iteration 53Q (1399.590000 sec): 3 clusters
  Score: Raw -1070375.278623 + Penalty 4411.688435 = -1065963.590188
  nChanged 3
		SP:Iteration 54Q (1399.610000 sec): 3 clusters
  Score: Raw -1070376.795834 + Penalty 4411.688435 = -1065965.107399
  nChanged 4
		SP:Iteration 55Q (1399.640000 sec): 3 clusters
  Score: Raw -1070378.662887 + Penalty 4411.688435 = -1065966.974451
  nChanged 6
		SP:Iteration 56Q (1399.660000 sec): 3 clusters
  Score: Raw -1070382.030517 + Penalty 4411.688435 = -1065970.342081
  nChanged 5
		SP:Iteration 57Q (1399.680000 sec): 3 clusters
  Score: Raw -1070384.314597 + Penalty 4411.688435 = -1065972.626162
  nChanged 5
		SP:Iteration 58Q (1399.710000 sec): 3 clusters
  Score: Raw -1070386.288859 + Penalty 4411.688435 = -1065974.600423
  nChanged 2
		SP:Iteration 59Q (1399.730000 sec): 3 clusters
  Score: Raw -1070387.576103 + Penalty 4411.688435 = -1065975.887667
  nChanged 4
		SP:Iteration 60F (1399.760000 sec): 3 clusters
  Score: Raw -1070388.883792 + Penalty 4411.688435 = -1065977.195357
  nChanged 2
		SP:Iteration 61Q (1399.780000 sec): 3 clusters
  Score: Raw -1070389.738426 + Penalty 4411.688435 = -1065978.049990
  nChanged 0
		SP:Iteration 62F (1399.810000 sec): 3 clusters
  Score: Raw -1070389.738426 + Penalty 4411.688435 = -1065978.049990
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (114663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1400.220000 sec): 2 clusters
  Score: Raw -17118507.355092 + Penalty 2889.138662 = -17115618.216430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1400.680000 sec): 3 clusters
  Score: Raw -17044602.106327 + Penalty 5778.277325 = -17038823.829002
  nChanged 54488
		SP:Iteration 1F (1401.130000 sec): 3 clusters
  Score: Raw -17075767.150182 + Penalty 5778.277325 = -17069988.872858
  nChanged 3489
		SP:Iteration 2Q (1401.590000 sec): 3 clusters
  Score: Raw -17076640.540603 + Penalty 5778.277325 = -17070862.263278
  nChanged 3861
		SP:Iteration 3Q (1402.050000 sec): 3 clusters
  Score: Raw -17078075.021595 + Penalty 5778.277325 = -17072296.744270
  nChanged 5047
		SP:Iteration 4Q (1402.520000 sec): 3 clusters
  Score: Raw -17080943.526094 + Penalty 5778.277325 = -17075165.248769
  nChanged 6847
		SP:Iteration 5F (1402.980000 sec): 3 clusters
  Score: Raw -17086112.586224 + Penalty 5778.277325 = -17080334.308900
  nChanged 8752
		SP:Iteration 6F (1403.430000 sec): 3 clusters
  Score: Raw -17093191.280684 + Penalty 5778.277325 = -17087413.003359
  nChanged 9301
		SP:Iteration 7F (1403.880000 sec): 3 clusters
  Score: Raw -17100161.462742 + Penalty 5778.277325 = -17094383.185418
  nChanged 8189
		SP:Iteration 8F (1404.330000 sec): 3 clusters
  Score: Raw -17105369.600975 + Penalty 5778.277325 = -17099591.323651
  nChanged 6347
		SP:Iteration 9F (1404.800000 sec): 3 clusters
  Score: Raw -17108615.194197 + Penalty 5778.277325 = -17102836.916872
  nChanged 4670
		SP:Iteration 10Q (1405.270000 sec): 3 clusters
  Score: Raw -17110836.283182 + Penalty 5778.277325 = -17105058.005858
  nChanged 3856
		SP:Iteration 11Q (1405.730000 sec): 3 clusters
  Score: Raw -17112629.279441 + Penalty 5778.277325 = -17106851.002116
  nChanged 3474
		SP:Iteration 12Q (1406.170000 sec): 3 clusters
  Score: Raw -17114089.796124 + Penalty 5778.277325 = -17108311.518799
  nChanged 3163
		SP:Iteration 13Q (1406.620000 sec): 3 clusters
  Score: Raw -17115291.143718 + Penalty 5778.277325 = -17109512.866394
  nChanged 2991
		SP:Iteration 14Q (1407.060000 sec): 3 clusters
  Score: Raw -17116370.013461 + Penalty 5778.277325 = -17110591.736136
  nChanged 2659
		SP:Iteration 15Q (1407.490000 sec): 3 clusters
  Score: Raw -17117226.232472 + Penalty 5778.277325 = -17111447.955148
  nChanged 2416
		SP:Iteration 16Q (1407.930000 sec): 3 clusters
  Score: Raw -17117942.529289 + Penalty 5778.277325 = -17112164.251964
  nChanged 2177
		SP:Iteration 17Q (1408.350000 sec): 3 clusters
  Score: Raw -17118519.106902 + Penalty 5778.277325 = -17112740.829577
  nChanged 1905
		SP:Iteration 18Q (1408.770000 sec): 3 clusters
  Score: Raw -17118994.089170 + Penalty 5778.277325 = -17113215.811846
  nChanged 1704
		SP:Iteration 19Q (1409.190000 sec): 3 clusters
  Score: Raw -17119383.970015 + Penalty 5778.277325 = -17113605.692690
  nChanged 1481
		SP:Iteration 20F (1409.650000 sec): 3 clusters
  Score: Raw -17119681.837907 + Penalty 5778.277325 = -17113903.560583
  nChanged 1279
		SP:Iteration 21Q (1410.070000 sec): 3 clusters
  Score: Raw -17119916.029583 + Penalty 5778.277325 = -17114137.752258
  nChanged 1100
		SP:Iteration 22Q (1410.480000 sec): 3 clusters
  Score: Raw -17120104.762380 + Penalty 5778.277325 = -17114326.485055
  nChanged 986
		SP:Iteration 23Q (1410.890000 sec): 3 clusters
  Score: Raw -17120256.948918 + Penalty 5778.277325 = -17114478.671594
  nChanged 872
		SP:Iteration 24Q (1411.300000 sec): 3 clusters
  Score: Raw -17120389.771128 + Penalty 5778.277325 = -17114611.493804
  nChanged 803
		SP:Iteration 25Q (1411.700000 sec): 3 clusters
  Score: Raw -17120510.461969 + Penalty 5778.277325 = -17114732.184644
  nChanged 766
		SP:Iteration 26Q (1412.110000 sec): 3 clusters
  Score: Raw -17120623.014010 + Penalty 5778.277325 = -17114844.736685
  nChanged 666
		SP:Iteration 27Q (1412.530000 sec): 3 clusters
  Score: Raw -17120714.739840 + Penalty 5778.277325 = -17114936.462515
  nChanged 591
		SP:Iteration 28Q (1412.940000 sec): 3 clusters
  Score: Raw -17120789.717265 + Penalty 5778.277325 = -17115011.439941
  nChanged 551
		SP:Iteration 29Q (1413.340000 sec): 3 clusters
  Score: Raw -17120858.355031 + Penalty 5778.277325 = -17115080.077707
  nChanged 538
		SP:Iteration 30Q (1413.740000 sec): 3 clusters
  Score: Raw -17120924.762814 + Penalty 5778.277325 = -17115146.485489
  nChanged 512
		SP:Iteration 31Q (1414.130000 sec): 3 clusters
  Score: Raw -17120985.881841 + Penalty 5778.277325 = -17115207.604517
  nChanged 463
		SP:Iteration 32Q (1414.530000 sec): 3 clusters
  Score: Raw -17121035.855414 + Penalty 5778.277325 = -17115257.578090
  nChanged 371
		SP:Iteration 33Q (1414.920000 sec): 3 clusters
  Score: Raw -17121071.803879 + Penalty 5778.277325 = -17115293.526555
  nChanged 371
		SP:Iteration 34Q (1415.290000 sec): 3 clusters
  Score: Raw -17121110.016766 + Penalty 5778.277325 = -17115331.739441
  nChanged 396
		SP:Iteration 35Q (1415.660000 sec): 3 clusters
  Score: Raw -17121149.897544 + Penalty 5778.277325 = -17115371.620219
  nChanged 376
		SP:Iteration 36Q (1416.030000 sec): 3 clusters
  Score: Raw -17121185.340100 + Penalty 5778.277325 = -17115407.062775
  nChanged 323
		SP:Iteration 37Q (1416.400000 sec): 3 clusters
  Score: Raw -17121212.990342 + Penalty 5778.277325 = -17115434.713018
  nChanged 279
		SP:Iteration 38Q (1416.780000 sec): 3 clusters
  Score: Raw -17121234.978962 + Penalty 5778.277325 = -17115456.701637
  nChanged 268
		SP:Iteration 39Q (1417.140000 sec): 3 clusters
  Score: Raw -17121255.164318 + Penalty 5778.277325 = -17115476.886994
  nChanged 250
		SP:Iteration 40F (1417.570000 sec): 3 clusters
  Score: Raw -17121273.877165 + Penalty 5778.277325 = -17115495.599841
  nChanged 234
		SP:Iteration 41Q (1417.940000 sec): 3 clusters
  Score: Raw -17121291.172697 + Penalty 5778.277325 = -17115512.895372
  nChanged 190
		SP:Iteration 42Q (1418.310000 sec): 3 clusters
  Score: Raw -17121303.220723 + Penalty 5778.277325 = -17115524.943398
  nChanged 171
		SP:Iteration 43Q (1418.680000 sec): 3 clusters
  Score: Raw -17121313.880513 + Penalty 5778.277325 = -17115535.603188
  nChanged 171
		SP:Iteration 44Q (1419.040000 sec): 3 clusters
  Score: Raw -17121324.609908 + Penalty 5778.277325 = -17115546.332584
  nChanged 156
		SP:Iteration 45Q (1419.400000 sec): 3 clusters
  Score: Raw -17121333.081222 + Penalty 5778.277325 = -17115554.803898
  nChanged 130
		SP:Iteration 46Q (1419.770000 sec): 3 clusters
  Score: Raw -17121339.641746 + Penalty 5778.277325 = -17115561.364422
  nChanged 115
		SP:Iteration 47Q (1420.130000 sec): 3 clusters
  Score: Raw -17121347.288161 + Penalty 5778.277325 = -17115569.010836
  nChanged 135
		SP:Iteration 48Q (1420.500000 sec): 3 clusters
  Score: Raw -17121355.631877 + Penalty 5778.277325 = -17115577.354552
  nChanged 129
		SP:Iteration 49Q (1420.860000 sec): 3 clusters
  Score: Raw -17121363.084651 + Penalty 5778.277325 = -17115584.807327
  nChanged 132
		SP:Iteration 50Q (1421.230000 sec): 3 clusters
  Score: Raw -17121371.119482 + Penalty 5778.277325 = -17115592.842157
  nChanged 119
		SP:Iteration 51Q (1421.590000 sec): 3 clusters
  Score: Raw -17121378.598283 + Penalty 5778.277325 = -17115600.320958
  nChanged 122
		SP:Iteration 52Q (1421.960000 sec): 3 clusters
  Score: Raw -17121385.529663 + Penalty 5778.277325 = -17115607.252339
  nChanged 105
		SP:Iteration 53Q (1422.320000 sec): 3 clusters
  Score: Raw -17121391.559976 + Penalty 5778.277325 = -17115613.282652
  nChanged 81
		SP:Iteration 54Q (1422.680000 sec): 3 clusters
  Score: Raw -17121396.380420 + Penalty 5778.277325 = -17115618.103095
  nChanged 82
		SP:Iteration 55Q (1423.040000 sec): 3 clusters
  Score: Raw -17121400.895815 + Penalty 5778.277325 = -17115622.618490
  nChanged 82
		SP:Iteration 56Q (1423.410000 sec): 3 clusters
  Score: Raw -17121404.904111 + Penalty 5778.277325 = -17115626.626786
  nChanged 70
		SP:Iteration 57Q (1423.770000 sec): 3 clusters
  Score: Raw -17121407.744750 + Penalty 5778.277325 = -17115629.467426
  nChanged 64
		SP:Iteration 58Q (1424.140000 sec): 3 clusters
  Score: Raw -17121410.686414 + Penalty 5778.277325 = -17115632.409089
  nChanged 58
		SP:Iteration 59Q (1424.500000 sec): 3 clusters
  Score: Raw -17121413.674842 + Penalty 5778.277325 = -17115635.397517
  nChanged 63
		SP:Iteration 60F (1424.930000 sec): 3 clusters
  Score: Raw -17121417.307594 + Penalty 5778.277325 = -17115639.030269
  nChanged 63
		SP:Iteration 61Q (1425.290000 sec): 3 clusters
  Score: Raw -17121420.809458 + Penalty 5778.277325 = -17115642.532133
  nChanged 67
		SP:Iteration 62Q (1425.650000 sec): 3 clusters
  Score: Raw -17121424.545507 + Penalty 5778.277325 = -17115646.268183
  nChanged 59
		SP:Iteration 63Q (1426.020000 sec): 3 clusters
  Score: Raw -17121427.542469 + Penalty 5778.277325 = -17115649.265144
  nChanged 50
		SP:Iteration 64Q (1426.380000 sec): 3 clusters
  Score: Raw -17121430.191868 + Penalty 5778.277325 = -17115651.914543
  nChanged 56
		SP:Iteration 65Q (1426.740000 sec): 3 clusters
  Score: Raw -17121432.852649 + Penalty 5778.277325 = -17115654.575324
  nChanged 65
		SP:Iteration 66Q (1427.100000 sec): 3 clusters
  Score: Raw -17121436.140022 + Penalty 5778.277325 = -17115657.862697
  nChanged 55
		SP:Iteration 67Q (1427.500000 sec): 3 clusters
  Score: Raw -17121439.071068 + Penalty 5778.277325 = -17115660.793744
  nChanged 60
		SP:Iteration 68Q (1427.890000 sec): 3 clusters
  Score: Raw -17121442.316846 + Penalty 5778.277325 = -17115664.039521
  nChanged 66
		SP:Iteration 69Q (1428.280000 sec): 3 clusters
  Score: Raw -17121445.707181 + Penalty 5778.277325 = -17115667.429856
  nChanged 57
		SP:Iteration 70Q (1428.660000 sec): 3 clusters
  Score: Raw -17121448.287208 + Penalty 5778.277325 = -17115670.009883
  nChanged 49
		SP:Iteration 71Q (1429.050000 sec): 3 clusters
  Score: Raw -17121450.498311 + Penalty 5778.277325 = -17115672.220986
  nChanged 45
		SP:Iteration 72Q (1429.440000 sec): 3 clusters
  Score: Raw -17121452.217879 + Penalty 5778.277325 = -17115673.940554
  nChanged 30
		SP:Iteration 73Q (1429.830000 sec): 3 clusters
  Score: Raw -17121453.263918 + Penalty 5778.277325 = -17115674.986593
  nChanged 17
		SP:Iteration 74Q (1430.220000 sec): 3 clusters
  Score: Raw -17121453.854281 + Penalty 5778.277325 = -17115675.576956
  nChanged 15
		SP:Iteration 75Q (1430.600000 sec): 3 clusters
  Score: Raw -17121454.371641 + Penalty 5778.277325 = -17115676.094316
  nChanged 17
		SP:Iteration 76Q (1431.000000 sec): 3 clusters
  Score: Raw -17121454.929969 + Penalty 5778.277325 = -17115676.652644
  nChanged 13
		SP:Iteration 77Q (1431.390000 sec): 3 clusters
  Score: Raw -17121455.415715 + Penalty 5778.277325 = -17115677.138390
  nChanged 16
		SP:Iteration 78Q (1431.770000 sec): 3 clusters
  Score: Raw -17121455.968497 + Penalty 5778.277325 = -17115677.691172
  nChanged 10
		SP:Iteration 79Q (1432.150000 sec): 3 clusters
  Score: Raw -17121456.255331 + Penalty 5778.277325 = -17115677.978007
  nChanged 12
		SP:Iteration 80F (1432.610000 sec): 3 clusters
  Score: Raw -17121456.604990 + Penalty 5778.277325 = -17115678.327665
  nChanged 6
		SP:Iteration 81Q (1432.990000 sec): 3 clusters
  Score: Raw -17121456.750669 + Penalty 5778.277325 = -17115678.473345
  nChanged 8
		SP:Iteration 82Q (1433.350000 sec): 3 clusters
  Score: Raw -17121457.038502 + Penalty 5778.277325 = -17115678.761178
  nChanged 10
		SP:Iteration 83Q (1433.700000 sec): 3 clusters
  Score: Raw -17121457.332722 + Penalty 5778.277325 = -17115679.055397
  nChanged 9
		SP:Iteration 84Q (1434.060000 sec): 3 clusters
  Score: Raw -17121457.616549 + Penalty 5778.277325 = -17115679.339225
  nChanged 5
		SP:Iteration 85Q (1434.420000 sec): 3 clusters
  Score: Raw -17121457.745839 + Penalty 5778.277325 = -17115679.468514
  nChanged 3
		SP:Iteration 86Q (1434.780000 sec): 3 clusters
  Score: Raw -17121457.817780 + Penalty 5778.277325 = -17115679.540455
  nChanged 5
		SP:Iteration 87Q (1435.140000 sec): 3 clusters
  Score: Raw -17121457.911559 + Penalty 5778.277325 = -17115679.634235
  nChanged 3
		SP:Iteration 88Q (1435.500000 sec): 3 clusters
  Score: Raw -17121457.993297 + Penalty 5778.277325 = -17115679.715973
  nChanged 4
		SP:Iteration 89Q (1435.870000 sec): 3 clusters
  Score: Raw -17121458.123015 + Penalty 5778.277325 = -17115679.845690
  nChanged 2
		SP:Iteration 90Q (1436.260000 sec): 3 clusters
  Score: Raw -17121458.182298 + Penalty 5778.277325 = -17115679.904973
  nChanged 2
		SP:Iteration 91Q (1436.650000 sec): 3 clusters
  Score: Raw -17121458.217123 + Penalty 5778.277325 = -17115679.939799
  nChanged 2
		SP:Iteration 92Q (1437.040000 sec): 3 clusters
  Score: Raw -17121458.244876 + Penalty 5778.277325 = -17115679.967552
  nChanged 2
		SP:Iteration 93Q (1437.420000 sec): 3 clusters
  Score: Raw -17121458.308843 + Penalty 5778.277325 = -17115680.031518
  nChanged 4
		SP:Iteration 94Q (1437.810000 sec): 3 clusters
  Score: Raw -17121458.407222 + Penalty 5778.277325 = -17115680.129897
  nChanged 0
		SP:Iteration 95F (1438.280000 sec): 3 clusters
  Score: Raw -17121458.407222 + Penalty 5778.277325 = -17115680.129897
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 30.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1438.330000 sec): 2 clusters
  Score: Raw -50292.930454 + Penalty 1520.004452 = -48772.926002
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1438.330000 sec): 3 clusters
  Score: Raw -50672.929926 + Penalty 3040.008904 = -47632.921022
  nChanged 127
		SP:Iteration 1F (1438.330000 sec): 3 clusters
  Score: Raw -51278.074469 + Penalty 3040.008904 = -48238.065565
  nChanged 66
		SP:Iteration 2F (1438.340000 sec): 3 clusters
  Score: Raw -51917.642844 + Penalty 3040.008904 = -48877.633939
  nChanged 24
		SP:Iteration 3F (1438.340000 sec): 3 clusters
  Score: Raw -52251.642886 + Penalty 3040.008904 = -49211.633982
  nChanged 21
		SP:Iteration 4Q (1438.340000 sec): 3 clusters
  Score: Raw -52407.297062 + Penalty 3040.008904 = -49367.288158
  nChanged 8
		SP:Iteration 5Q (1438.340000 sec): 3 clusters
  Score: Raw -52475.336299 + Penalty 3040.008904 = -49435.327395
  nChanged 2
		SP:Iteration 6Q (1438.340000 sec): 3 clusters
  Score: Raw -52490.649350 + Penalty 3040.008904 = -49450.640446
  nChanged 3
		SP:Iteration 7Q (1438.340000 sec): 3 clusters
  Score: Raw -52517.125413 + Penalty 3040.008904 = -49477.116508
  nChanged 2
		SP:Iteration 8Q (1438.340000 sec): 3 clusters
  Score: Raw -52525.957374 + Penalty 3040.008904 = -49485.948470
  nChanged 1
		SP:Iteration 9Q (1438.340000 sec): 3 clusters
  Score: Raw -52529.723098 + Penalty 3040.008904 = -49489.714194
  nChanged 0
		SP:Iteration 10F (1438.350000 sec): 3 clusters
  Score: Raw -52541.156438 + Penalty 3040.008904 = -49501.147534
  nChanged 2
		SP:Iteration 11Q (1438.350000 sec): 3 clusters
  Score: Raw -52589.719098 + Penalty 3040.008904 = -49549.710194
  nChanged 3
		SP:Iteration 12Q (1438.350000 sec): 3 clusters
  Score: Raw -52622.588928 + Penalty 3040.008904 = -49582.580024
  nChanged 8
		SP:Iteration 13Q (1438.350000 sec): 3 clusters
  Score: Raw -52672.955956 + Penalty 3040.008904 = -49632.947052
  nChanged 3
		SP:Iteration 14Q (1438.350000 sec): 3 clusters
  Score: Raw -52714.795883 + Penalty 3040.008904 = -49674.786978
  nChanged 4
		SP:Iteration 15Q (1438.360000 sec): 3 clusters
  Score: Raw -52888.056270 + Penalty 3040.008904 = -49848.047366
  nChanged 5
		SP:Iteration 16Q (1438.360000 sec): 3 clusters
  Score: Raw -52923.501324 + Penalty 3040.008904 = -49883.492420
  nChanged 0
		SP:Iteration 17F (1438.360000 sec): 3 clusters
  Score: Raw -52923.501324 + Penalty 3040.008904 = -49883.492420
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 31.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (262174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1439.310000 sec): 2 clusters
  Score: Raw -38793705.361921 + Penalty 3094.237394 = -38790611.124527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1440.390000 sec): 3 clusters
  Score: Raw -38620334.972427 + Penalty 6188.474787 = -38614146.497640
  nChanged 126627
		SP:Iteration 1F (1441.460000 sec): 3 clusters
  Score: Raw -38695478.416244 + Penalty 6188.474787 = -38689289.941456
  nChanged 6752
		SP:Iteration 2Q (1442.540000 sec): 3 clusters
  Score: Raw -38696935.460427 + Penalty 6188.474787 = -38690746.985640
  nChanged 8206
		SP:Iteration 3Q (1443.630000 sec): 3 clusters
  Score: Raw -38699329.709818 + Penalty 6188.474787 = -38693141.235030
  nChanged 11080
		SP:Iteration 4Q (1444.710000 sec): 3 clusters
  Score: Raw -38703882.107487 + Penalty 6188.474787 = -38697693.632699
  nChanged 15473
		SP:Iteration 5F (1445.770000 sec): 3 clusters
  Score: Raw -38712638.403849 + Penalty 6188.474787 = -38706449.929062
  nChanged 20621
		SP:Iteration 6F (1446.820000 sec): 3 clusters
  Score: Raw -38728001.176607 + Penalty 6188.474787 = -38721812.701819
  nChanged 24231
		SP:Iteration 7F (1447.880000 sec): 3 clusters
  Score: Raw -38750103.067854 + Penalty 6188.474787 = -38743914.593066
  nChanged 22115
		SP:Iteration 8F (1448.920000 sec): 3 clusters
  Score: Raw -38772376.786330 + Penalty 6188.474787 = -38766188.311542
  nChanged 13996
		SP:Iteration 9F (1449.970000 sec): 3 clusters
  Score: Raw -38786355.726441 + Penalty 6188.474787 = -38780167.251654
  nChanged 5728
		SP:Iteration 10Q (1450.900000 sec): 3 clusters
  Score: Raw -38791751.836795 + Penalty 6188.474787 = -38785563.362008
  nChanged 1696
		SP:Iteration 11Q (1451.730000 sec): 3 clusters
  Score: Raw -38793290.440380 + Penalty 6188.474787 = -38787101.965593
  nChanged 403
		SP:Iteration 12Q (1452.500000 sec): 3 clusters
  Score: Raw -38793715.473609 + Penalty 6188.474787 = -38787526.998822
  nChanged 112
		SP:Iteration 13Q (1453.250000 sec): 3 clusters
  Score: Raw -38793885.687462 + Penalty 6188.474787 = -38787697.212674
  nChanged 51
		SP:Iteration 14Q (1453.990000 sec): 3 clusters
  Score: Raw -38793952.337011 + Penalty 6188.474787 = -38787763.862223
  nChanged 18
		SP:Iteration 15Q (1454.720000 sec): 3 clusters
  Score: Raw -38793975.546756 + Penalty 6188.474787 = -38787787.071968
  nChanged 9
		SP:Iteration 16Q (1455.460000 sec): 3 clusters
  Score: Raw -38793985.918869 + Penalty 6188.474787 = -38787797.444082
  nChanged 6
		SP:Iteration 17Q (1456.190000 sec): 3 clusters
  Score: Raw -38793998.739163 + Penalty 6188.474787 = -38787810.264375
  nChanged 9
		SP:Iteration 18Q (1456.920000 sec): 3 clusters
  Score: Raw -38794012.960190 + Penalty 6188.474787 = -38787824.485402
  nChanged 8
		SP:Iteration 19Q (1457.660000 sec): 3 clusters
  Score: Raw -38794025.840376 + Penalty 6188.474787 = -38787837.365588
  nChanged 5
		SP:Iteration 20F (1458.690000 sec): 3 clusters
  Score: Raw -38794034.229432 + Penalty 6188.474787 = -38787845.754644
  nChanged 3
		SP:Iteration 21Q (1459.430000 sec): 3 clusters
  Score: Raw -38794039.552829 + Penalty 6188.474787 = -38787851.078041
  nChanged 4
		SP:Iteration 22Q (1460.160000 sec): 3 clusters
  Score: Raw -38794045.029405 + Penalty 6188.474787 = -38787856.554617
  nChanged 1
		SP:Iteration 23Q (1460.890000 sec): 3 clusters
  Score: Raw -38794046.996214 + Penalty 6188.474787 = -38787858.521427
  nChanged 0
		SP:Iteration 24F (1461.930000 sec): 3 clusters
  Score: Raw -38794046.996214 + Penalty 6188.474787 = -38787858.521427
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (1178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1462.030000 sec): 2 clusters
  Score: Raw -149462.884023 + Penalty 1753.750194 = -147709.133828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1462.040000 sec): 3 clusters
  Score: Raw -149273.069209 + Penalty 3507.500389 = -145765.568821
  nChanged 352
		SP:Iteration 1F (1462.050000 sec): 3 clusters
  Score: Raw -150091.069813 + Penalty 3507.500389 = -146583.569425
  nChanged 144
		SP:Iteration 2F (1462.050000 sec): 3 clusters
  Score: Raw -150558.672917 + Penalty 3507.500389 = -147051.172528
  nChanged 91
		SP:Iteration 3F (1462.050000 sec): 3 clusters
  Score: Raw -150865.803710 + Penalty 3507.500389 = -147358.303321
  nChanged 50
		SP:Iteration 4Q (1462.060000 sec): 3 clusters
  Score: Raw -151112.807594 + Penalty 3507.500389 = -147605.307206
  nChanged 48
		SP:Iteration 5Q (1462.060000 sec): 3 clusters
  Score: Raw -151581.317586 + Penalty 3507.500389 = -148073.817197
  nChanged 53
		SP:Iteration 6Q (1462.070000 sec): 3 clusters
  Score: Raw -151861.854288 + Penalty 3507.500389 = -148354.353899
  nChanged 63
		SP:Iteration 7F (1462.070000 sec): 3 clusters
  Score: Raw -152113.952012 + Penalty 3507.500389 = -148606.451623
  nChanged 57
		SP:Iteration 8Q (1462.070000 sec): 3 clusters
  Score: Raw -152342.191556 + Penalty 3507.500389 = -148834.691168
  nChanged 36
		SP:Iteration 9Q (1462.080000 sec): 3 clusters
  Score: Raw -152447.982699 + Penalty 3507.500389 = -148940.482310
  nChanged 25
		SP:Iteration 10Q (1462.080000 sec): 3 clusters
  Score: Raw -152502.600587 + Penalty 3507.500389 = -148995.100198
  nChanged 19
		SP:Iteration 11Q (1462.090000 sec): 3 clusters
  Score: Raw -152530.429985 + Penalty 3507.500389 = -149022.929596
  nChanged 8
		SP:Iteration 12Q (1462.090000 sec): 3 clusters
  Score: Raw -152542.046962 + Penalty 3507.500389 = -149034.546573
  nChanged 6
		SP:Iteration 13Q (1462.090000 sec): 3 clusters
  Score: Raw -152552.655904 + Penalty 3507.500389 = -149045.155515
  nChanged 5
		SP:Iteration 14Q (1462.100000 sec): 3 clusters
  Score: Raw -152559.838029 + Penalty 3507.500389 = -149052.337640
  nChanged 4
		SP:Iteration 15Q (1462.100000 sec): 3 clusters
  Score: Raw -152567.677619 + Penalty 3507.500389 = -149060.177230
  nChanged 3
		SP:Iteration 16Q (1462.100000 sec): 3 clusters
  Score: Raw -152572.003060 + Penalty 3507.500389 = -149064.502671
  nChanged 3
		SP:Iteration 17Q (1462.110000 sec): 3 clusters
  Score: Raw -152575.880741 + Penalty 3507.500389 = -149068.380352
  nChanged 3
		SP:Iteration 18Q (1462.110000 sec): 3 clusters
  Score: Raw -152582.137894 + Penalty 3507.500389 = -149074.637505
  nChanged 4
		SP:Iteration 19Q (1462.110000 sec): 3 clusters
  Score: Raw -152589.479924 + Penalty 3507.500389 = -149081.979536
  nChanged 2
		SP:Iteration 20F (1462.120000 sec): 3 clusters
  Score: Raw -152592.489819 + Penalty 3507.500389 = -149084.989430
  nChanged 1
		SP:Iteration 21Q (1462.120000 sec): 3 clusters
  Score: Raw -152592.846534 + Penalty 3507.500389 = -149085.346145
  nChanged 0
		SP:Iteration 22F (1462.130000 sec): 3 clusters
  Score: Raw -152592.846534 + Penalty 3507.500389 = -149085.346145
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 32.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (6140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1462.160000 sec): 2 clusters
  Score: Raw -878171.154692 + Penalty 2163.199845 = -876007.954847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1462.180000 sec): 3 clusters
  Score: Raw -875036.673732 + Penalty 4326.399690 = -870710.274042
  nChanged 2430
		SP:Iteration 1F (1462.210000 sec): 3 clusters
  Score: Raw -876399.892666 + Penalty 4326.399690 = -872073.492975
  nChanged 443
		SP:Iteration 2F (1462.230000 sec): 3 clusters
  Score: Raw -876621.948808 + Penalty 4326.399690 = -872295.549118
  nChanged 310
		SP:Iteration 3F (1462.250000 sec): 3 clusters
  Score: Raw -876775.277501 + Penalty 4326.399690 = -872448.877810
  nChanged 243
		SP:Iteration 4Q (1462.280000 sec): 3 clusters
  Score: Raw -876885.800287 + Penalty 4326.399690 = -872559.400597
  nChanged 180
		SP:Iteration 5Q (1462.300000 sec): 3 clusters
  Score: Raw -876979.513796 + Penalty 4326.399690 = -872653.114106
  nChanged 191
		SP:Iteration 6Q (1462.330000 sec): 3 clusters
  Score: Raw -877086.420198 + Penalty 4326.399690 = -872760.020508
  nChanged 194
		SP:Iteration 7Q (1462.350000 sec): 3 clusters
  Score: Raw -877195.814250 + Penalty 4326.399690 = -872869.414560
  nChanged 170
		SP:Iteration 8Q (1462.380000 sec): 3 clusters
  Score: Raw -877284.132236 + Penalty 4326.399690 = -872957.732545
  nChanged 167
		SP:Iteration 9Q (1462.400000 sec): 3 clusters
  Score: Raw -877365.748810 + Penalty 4326.399690 = -873039.349119
  nChanged 131
		SP:Iteration 10Q (1462.430000 sec): 3 clusters
  Score: Raw -877424.006373 + Penalty 4326.399690 = -873097.606682
  nChanged 113
		SP:Iteration 11Q (1462.450000 sec): 3 clusters
  Score: Raw -877469.442446 + Penalty 4326.399690 = -873143.042755
  nChanged 94
		SP:Iteration 12Q (1462.470000 sec): 3 clusters
  Score: Raw -877505.813712 + Penalty 4326.399690 = -873179.414021
  nChanged 84
		SP:Iteration 13Q (1462.500000 sec): 3 clusters
  Score: Raw -877536.591541 + Penalty 4326.399690 = -873210.191850
  nChanged 87
		SP:Iteration 14Q (1462.520000 sec): 3 clusters
  Score: Raw -877570.600155 + Penalty 4326.399690 = -873244.200465
  nChanged 91
		SP:Iteration 15Q (1462.550000 sec): 3 clusters
  Score: Raw -877605.339428 + Penalty 4326.399690 = -873278.939737
  nChanged 76
		SP:Iteration 16Q (1462.570000 sec): 3 clusters
  Score: Raw -877632.049792 + Penalty 4326.399690 = -873305.650102
  nChanged 75
		SP:Iteration 17Q (1462.600000 sec): 3 clusters
  Score: Raw -877658.508153 + Penalty 4326.399690 = -873332.108463
  nChanged 62
		SP:Iteration 18Q (1462.620000 sec): 3 clusters
  Score: Raw -877678.372025 + Penalty 4326.399690 = -873351.972335
  nChanged 60
		SP:Iteration 19Q (1462.650000 sec): 3 clusters
  Score: Raw -877698.187784 + Penalty 4326.399690 = -873371.788093
  nChanged 59
		SP:Iteration 20F (1462.670000 sec): 3 clusters
  Score: Raw -877717.505658 + Penalty 4326.399690 = -873391.105967
  nChanged 45
		SP:Iteration 21Q (1462.690000 sec): 3 clusters
  Score: Raw -877732.176132 + Penalty 4326.399690 = -873405.776442
  nChanged 45
		SP:Iteration 22Q (1462.720000 sec): 3 clusters
  Score: Raw -877744.303019 + Penalty 4326.399690 = -873417.903328
  nChanged 44
		SP:Iteration 23Q (1462.750000 sec): 3 clusters
  Score: Raw -877755.621456 + Penalty 4326.399690 = -873429.221765
  nChanged 29
		SP:Iteration 24Q (1462.770000 sec): 3 clusters
  Score: Raw -877762.867996 + Penalty 4326.399690 = -873436.468305
  nChanged 28
		SP:Iteration 25Q (1462.790000 sec): 3 clusters
  Score: Raw -877769.739872 + Penalty 4326.399690 = -873443.340181
  nChanged 20
		SP:Iteration 26Q (1462.820000 sec): 3 clusters
  Score: Raw -877774.934907 + Penalty 4326.399690 = -873448.535216
  nChanged 22
		SP:Iteration 27Q (1462.840000 sec): 3 clusters
  Score: Raw -877779.622285 + Penalty 4326.399690 = -873453.222595
  nChanged 17
		SP:Iteration 28Q (1462.870000 sec): 3 clusters
  Score: Raw -877784.244072 + Penalty 4326.399690 = -873457.844381
  nChanged 20
		SP:Iteration 29Q (1462.890000 sec): 3 clusters
  Score: Raw -877789.565730 + Penalty 4326.399690 = -873463.166040
  nChanged 20
		SP:Iteration 30Q (1462.910000 sec): 3 clusters
  Score: Raw -877795.005778 + Penalty 4326.399690 = -873468.606088
  nChanged 17
		SP:Iteration 31Q (1462.940000 sec): 3 clusters
  Score: Raw -877798.523139 + Penalty 4326.399690 = -873472.123448
  nChanged 14
		SP:Iteration 32Q (1462.960000 sec): 3 clusters
  Score: Raw -877801.361975 + Penalty 4326.399690 = -873474.962284
  nChanged 14
		SP:Iteration 33Q (1462.990000 sec): 3 clusters
  Score: Raw -877804.787043 + Penalty 4326.399690 = -873478.387352
  nChanged 10
		SP:Iteration 34Q (1463.010000 sec): 3 clusters
  Score: Raw -877806.991252 + Penalty 4326.399690 = -873480.591562
  nChanged 6
		SP:Iteration 35Q (1463.030000 sec): 3 clusters
  Score: Raw -877808.179303 + Penalty 4326.399690 = -873481.779612
  nChanged 6
		SP:Iteration 36Q (1463.060000 sec): 3 clusters
  Score: Raw -877809.601490 + Penalty 4326.399690 = -873483.201800
  nChanged 7
		SP:Iteration 37Q (1463.080000 sec): 3 clusters
  Score: Raw -877811.285975 + Penalty 4326.399690 = -873484.886284
  nChanged 9
		SP:Iteration 38Q (1463.110000 sec): 3 clusters
  Score: Raw -877813.279216 + Penalty 4326.399690 = -873486.879526
  nChanged 5
		SP:Iteration 39Q (1463.130000 sec): 3 clusters
  Score: Raw -877814.368036 + Penalty 4326.399690 = -873487.968346
  nChanged 5
		SP:Iteration 40F (1463.150000 sec): 3 clusters
  Score: Raw -877815.301618 + Penalty 4326.399690 = -873488.901928
  nChanged 6
		SP:Iteration 41Q (1463.180000 sec): 3 clusters
  Score: Raw -877816.898875 + Penalty 4326.399690 = -873490.499184
  nChanged 4
		SP:Iteration 42Q (1463.200000 sec): 3 clusters
  Score: Raw -877817.887470 + Penalty 4326.399690 = -873491.487780
  nChanged 6
		SP:Iteration 43Q (1463.230000 sec): 3 clusters
  Score: Raw -877818.919327 + Penalty 4326.399690 = -873492.519637
  nChanged 5
		SP:Iteration 44Q (1463.250000 sec): 3 clusters
  Score: Raw -877820.178258 + Penalty 4326.399690 = -873493.778568
  nChanged 6
		SP:Iteration 45Q (1463.270000 sec): 3 clusters
  Score: Raw -877821.518886 + Penalty 4326.399690 = -873495.119196
  nChanged 7
		SP:Iteration 46Q (1463.300000 sec): 3 clusters
  Score: Raw -877823.127378 + Penalty 4326.399690 = -873496.727687
  nChanged 8
		SP:Iteration 47Q (1463.320000 sec): 3 clusters
  Score: Raw -877825.548628 + Penalty 4326.399690 = -873499.148938
  nChanged 18
		SP:Iteration 48Q (1463.350000 sec): 3 clusters
  Score: Raw -877830.774813 + Penalty 4326.399690 = -873504.375123
  nChanged 15
		SP:Iteration 49Q (1463.370000 sec): 3 clusters
  Score: Raw -877834.151065 + Penalty 4326.399690 = -873507.751374
  nChanged 16
		SP:Iteration 50Q (1463.390000 sec): 3 clusters
  Score: Raw -877838.292235 + Penalty 4326.399690 = -873511.892545
  nChanged 12
		SP:Iteration 51Q (1463.420000 sec): 3 clusters
  Score: Raw -877841.555769 + Penalty 4326.399690 = -873515.156078
  nChanged 10
		SP:Iteration 52Q (1463.440000 sec): 3 clusters
  Score: Raw -877843.730541 + Penalty 4326.399690 = -873517.330850
  nChanged 8
		SP:Iteration 53Q (1463.470000 sec): 3 clusters
  Score: Raw -877845.567541 + Penalty 4326.399690 = -873519.167851
  nChanged 6
		SP:Iteration 54Q (1463.490000 sec): 3 clusters
  Score: Raw -877846.775325 + Penalty 4326.399690 = -873520.375635
  nChanged 7
		SP:Iteration 55Q (1463.510000 sec): 3 clusters
  Score: Raw -877848.151623 + Penalty 4326.399690 = -873521.751933
  nChanged 6
		SP:Iteration 56Q (1463.540000 sec): 3 clusters
  Score: Raw -877849.518070 + Penalty 4326.399690 = -873523.118380
  nChanged 11
		SP:Iteration 57Q (1463.560000 sec): 3 clusters
  Score: Raw -877853.254175 + Penalty 4326.399690 = -873526.854484
  nChanged 11
		SP:Iteration 58Q (1463.590000 sec): 3 clusters
  Score: Raw -877856.380102 + Penalty 4326.399690 = -873529.980412
  nChanged 12
		SP:Iteration 59Q (1463.610000 sec): 3 clusters
  Score: Raw -877858.845081 + Penalty 4326.399690 = -873532.445390
  nChanged 18
		SP:Iteration 60F (1463.640000 sec): 3 clusters
  Score: Raw -877863.948908 + Penalty 4326.399690 = -873537.549217
  nChanged 17
		SP:Iteration 61Q (1463.660000 sec): 3 clusters
  Score: Raw -877866.742773 + Penalty 4326.399690 = -873540.343082
  nChanged 15
		SP:Iteration 62Q (1463.680000 sec): 3 clusters
  Score: Raw -877870.051828 + Penalty 4326.399690 = -873543.652137
  nChanged 13
		SP:Iteration 63Q (1463.710000 sec): 3 clusters
  Score: Raw -877873.568170 + Penalty 4326.399690 = -873547.168480
  nChanged 18
		SP:Iteration 64Q (1463.730000 sec): 3 clusters
  Score: Raw -877877.287425 + Penalty 4326.399690 = -873550.887734
  nChanged 19
		SP:Iteration 65Q (1463.760000 sec): 3 clusters
  Score: Raw -877883.431173 + Penalty 4326.399690 = -873557.031483
  nChanged 19
		SP:Iteration 66Q (1463.780000 sec): 3 clusters
  Score: Raw -877888.251407 + Penalty 4326.399690 = -873561.851716
  nChanged 21
		SP:Iteration 67Q (1463.810000 sec): 3 clusters
  Score: Raw -877893.438547 + Penalty 4326.399690 = -873567.038856
  nChanged 23
		SP:Iteration 68Q (1463.830000 sec): 3 clusters
  Score: Raw -877901.731584 + Penalty 4326.399690 = -873575.331894
  nChanged 31
		SP:Iteration 69Q (1463.850000 sec): 3 clusters
  Score: Raw -877912.470362 + Penalty 4326.399690 = -873586.070672
  nChanged 29
		SP:Iteration 70Q (1463.880000 sec): 3 clusters
  Score: Raw -877923.703525 + Penalty 4326.399690 = -873597.303834
  nChanged 38
		SP:Iteration 71Q (1463.900000 sec): 3 clusters
  Score: Raw -877935.964544 + Penalty 4326.399690 = -873609.564854
  nChanged 42
		SP:Iteration 72Q (1463.930000 sec): 3 clusters
  Score: Raw -877950.774898 + Penalty 4326.399690 = -873624.375207
  nChanged 57
		SP:Iteration 73Q (1463.950000 sec): 3 clusters
  Score: Raw -877970.438762 + Penalty 4326.399690 = -873644.039072
  nChanged 63
		SP:Iteration 74Q (1463.970000 sec): 3 clusters
  Score: Raw -878002.434125 + Penalty 4326.399690 = -873676.034434
  nChanged 72
		SP:Iteration 75Q (1464.000000 sec): 3 clusters
  Score: Raw -878040.315011 + Penalty 4326.399690 = -873713.915321
  nChanged 86
		SP:Iteration 76Q (1464.020000 sec): 3 clusters
  Score: Raw -878078.431390 + Penalty 4326.399690 = -873752.031699
  nChanged 81
		SP:Iteration 77Q (1464.050000 sec): 3 clusters
  Score: Raw -878114.244106 + Penalty 4326.399690 = -873787.844416
  nChanged 81
		SP:Iteration 78Q (1464.070000 sec): 3 clusters
  Score: Raw -878152.833163 + Penalty 4326.399690 = -873826.433472
  nChanged 63
		SP:Iteration 79Q (1464.090000 sec): 3 clusters
  Score: Raw -878182.126632 + Penalty 4326.399690 = -873855.726941
  nChanged 60
		SP:Iteration 80F (1464.120000 sec): 3 clusters
  Score: Raw -878205.696437 + Penalty 4326.399690 = -873879.296747
  nChanged 53
		SP:Iteration 81Q (1464.140000 sec): 3 clusters
  Score: Raw -878224.023518 + Penalty 4326.399690 = -873897.623828
  nChanged 46
		SP:Iteration 82Q (1464.170000 sec): 3 clusters
  Score: Raw -878240.552467 + Penalty 4326.399690 = -873914.152777
  nChanged 46
		SP:Iteration 83Q (1464.190000 sec): 3 clusters
  Score: Raw -878255.562421 + Penalty 4326.399690 = -873929.162730
  nChanged 44
		SP:Iteration 84Q (1464.210000 sec): 3 clusters
  Score: Raw -878270.408247 + Penalty 4326.399690 = -873944.008556
  nChanged 44
		SP:Iteration 85Q (1464.230000 sec): 3 clusters
  Score: Raw -878285.380548 + Penalty 4326.399690 = -873958.980858
  nChanged 35
		SP:Iteration 86Q (1464.260000 sec): 3 clusters
  Score: Raw -878295.334355 + Penalty 4326.399690 = -873968.934665
  nChanged 29
		SP:Iteration 87Q (1464.280000 sec): 3 clusters
  Score: Raw -878304.565911 + Penalty 4326.399690 = -873978.166220
  nChanged 30
		SP:Iteration 88Q (1464.310000 sec): 3 clusters
  Score: Raw -878314.471146 + Penalty 4326.399690 = -873988.071456
  nChanged 27
		SP:Iteration 89Q (1464.330000 sec): 3 clusters
  Score: Raw -878322.965460 + Penalty 4326.399690 = -873996.565769
  nChanged 19
		SP:Iteration 90Q (1464.350000 sec): 3 clusters
  Score: Raw -878329.115422 + Penalty 4326.399690 = -874002.715731
  nChanged 17
		SP:Iteration 91Q (1464.370000 sec): 3 clusters
  Score: Raw -878334.777319 + Penalty 4326.399690 = -874008.377628
  nChanged 16
		SP:Iteration 92Q (1464.400000 sec): 3 clusters
  Score: Raw -878337.939817 + Penalty 4326.399690 = -874011.540126
  nChanged 11
		SP:Iteration 93Q (1464.420000 sec): 3 clusters
  Score: Raw -878339.942432 + Penalty 4326.399690 = -874013.542742
  nChanged 11
		SP:Iteration 94Q (1464.450000 sec): 3 clusters
  Score: Raw -878342.158520 + Penalty 4326.399690 = -874015.758830
  nChanged 5
		SP:Iteration 95Q (1464.470000 sec): 3 clusters
  Score: Raw -878343.924277 + Penalty 4326.399690 = -874017.524586
  nChanged 7
		SP:Iteration 96Q (1464.490000 sec): 3 clusters
  Score: Raw -878345.435671 + Penalty 4326.399690 = -874019.035981
  nChanged 8
		SP:Iteration 97Q (1464.510000 sec): 3 clusters
  Score: Raw -878347.824918 + Penalty 4326.399690 = -874021.425228
  nChanged 9
		SP:Iteration 98Q (1464.530000 sec): 3 clusters
  Score: Raw -878349.880386 + Penalty 4326.399690 = -874023.480696
  nChanged 7
		SP:Iteration 99Q (1464.560000 sec): 3 clusters
  Score: Raw -878351.862211 + Penalty 4326.399690 = -874025.462520
  nChanged 5
		SP:Iteration 100F (1464.580000 sec): 3 clusters
  Score: Raw -878353.612138 + Penalty 4326.399690 = -874027.212448
  nChanged 6
		SP:Iteration 101Q (1464.610000 sec): 3 clusters
  Score: Raw -878355.209284 + Penalty 4326.399690 = -874028.809594
  nChanged 3
		SP:Iteration 102Q (1464.630000 sec): 3 clusters
  Score: Raw -878355.832622 + Penalty 4326.399690 = -874029.432931
  nChanged 2
		SP:Iteration 103Q (1464.650000 sec): 3 clusters
  Score: Raw -878356.470128 + Penalty 4326.399690 = -874030.070438
  nChanged 3
		SP:Iteration 104Q (1464.670000 sec): 3 clusters
  Score: Raw -878357.168064 + Penalty 4326.399690 = -874030.768374
  nChanged 2
		SP:Iteration 105Q (1464.700000 sec): 3 clusters
  Score: Raw -878357.676478 + Penalty 4326.399690 = -874031.276787
  nChanged 3
		SP:Iteration 106Q (1464.720000 sec): 3 clusters
  Score: Raw -878358.332214 + Penalty 4326.399690 = -874031.932524
  nChanged 1
		SP:Iteration 107Q (1464.740000 sec): 3 clusters
  Score: Raw -878358.494057 + Penalty 4326.399690 = -874032.094367
  nChanged 2
		SP:Iteration 108Q (1464.770000 sec): 3 clusters
  Score: Raw -878358.979604 + Penalty 4326.399690 = -874032.579913
  nChanged 4
		SP:Iteration 109Q (1464.790000 sec): 3 clusters
  Score: Raw -878359.885490 + Penalty 4326.399690 = -874033.485799
  nChanged 3
		SP:Iteration 110Q (1464.810000 sec): 3 clusters
  Score: Raw -878360.452008 + Penalty 4326.399690 = -874034.052317
  nChanged 1
		SP:Iteration 111Q (1464.830000 sec): 3 clusters
  Score: Raw -878360.610129 + Penalty 4326.399690 = -874034.210439
  nChanged 0
		SP:Iteration 112F (1464.860000 sec): 3 clusters
  Score: Raw -878360.610129 + Penalty 4326.399690 = -874034.210439
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1464.870000 sec): 2 clusters
  Score: Raw -44550.068075 + Penalty 1442.643568 = -43107.424507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1464.870000 sec): 3 clusters
  Score: Raw -44702.300459 + Penalty 2885.287135 = -41817.013324
  nChanged 43
		SP:Iteration 1F (1464.870000 sec): 3 clusters
  Score: Raw -44831.978339 + Penalty 2885.287135 = -41946.691204
  nChanged 11
		SP:Iteration 2Q (1464.870000 sec): 3 clusters
  Score: Raw -44880.457080 + Penalty 2885.287135 = -41995.169944
  nChanged 11
		SP:Iteration 3Q (1464.870000 sec): 3 clusters
  Score: Raw -44923.103850 + Penalty 2885.287135 = -42037.816715
  nChanged 2
		SP:Iteration 4Q (1464.870000 sec): 3 clusters
  Score: Raw -44931.491762 + Penalty 2885.287135 = -42046.204627
  nChanged 1
		SP:Iteration 5Q (1464.870000 sec): 3 clusters
  Score: Raw -44934.841221 + Penalty 2885.287135 = -42049.554086
  nChanged 1
		SP:Iteration 6Q (1464.870000 sec): 3 clusters
  Score: Raw -44936.060323 + Penalty 2885.287135 = -42050.773187
  nChanged 1
		SP:Iteration 7Q (1464.880000 sec): 3 clusters
  Score: Raw -44937.870721 + Penalty 2885.287135 = -42052.583586
  nChanged 2
		SP:Iteration 8Q (1464.880000 sec): 3 clusters
  Score: Raw -44944.703173 + Penalty 2885.287135 = -42059.416038
  nChanged 4
		SP:Iteration 9Q (1464.880000 sec): 3 clusters
  Score: Raw -44966.731708 + Penalty 2885.287135 = -42081.444572
  nChanged 3
		SP:Iteration 10Q (1464.880000 sec): 3 clusters
  Score: Raw -44988.273505 + Penalty 2885.287135 = -42102.986370
  nChanged 1
		SP:Iteration 11Q (1464.880000 sec): 3 clusters
  Score: Raw -44993.761012 + Penalty 2885.287135 = -42108.473877
  nChanged 1
		SP:Iteration 12Q (1464.880000 sec): 3 clusters
  Score: Raw -44995.577767 + Penalty 2885.287135 = -42110.290631
  nChanged 0
		SP:Iteration 13F (1464.880000 sec): 3 clusters
  Score: Raw -44995.577767 + Penalty 2885.287135 = -42110.290631
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1464.890000 sec): 2 clusters
  Score: Raw -284778.530666 + Penalty 1890.905509 = -282887.625157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1464.900000 sec): 3 clusters
  Score: Raw -284063.829143 + Penalty 3781.811017 = -280282.018126
  nChanged 691
		SP:Iteration 1F (1464.910000 sec): 3 clusters
  Score: Raw -284626.503435 + Penalty 3781.811017 = -280844.692418
  nChanged 188
		SP:Iteration 2F (1464.920000 sec): 3 clusters
  Score: Raw -284819.722706 + Penalty 3781.811017 = -281037.911689
  nChanged 115
		SP:Iteration 3F (1464.930000 sec): 3 clusters
  Score: Raw -284979.129366 + Penalty 3781.811017 = -281197.318349
  nChanged 92
		SP:Iteration 4Q (1464.930000 sec): 3 clusters
  Score: Raw -285090.255522 + Penalty 3781.811017 = -281308.444505
  nChanged 93
		SP:Iteration 5Q (1464.940000 sec): 3 clusters
  Score: Raw -285205.125777 + Penalty 3781.811017 = -281423.314760
  nChanged 85
		SP:Iteration 6Q (1464.950000 sec): 3 clusters
  Score: Raw -285303.101224 + Penalty 3781.811017 = -281521.290207
  nChanged 88
		SP:Iteration 7Q (1464.950000 sec): 3 clusters
  Score: Raw -285414.240487 + Penalty 3781.811017 = -281632.429470
  nChanged 91
		SP:Iteration 8Q (1464.960000 sec): 3 clusters
  Score: Raw -285554.784950 + Penalty 3781.811017 = -281772.973933
  nChanged 86
		SP:Iteration 9Q (1464.970000 sec): 3 clusters
  Score: Raw -285704.617635 + Penalty 3781.811017 = -281922.806617
  nChanged 89
		SP:Iteration 10Q (1464.980000 sec): 3 clusters
  Score: Raw -285886.434620 + Penalty 3781.811017 = -282104.623603
  nChanged 67
		SP:Iteration 11Q (1464.990000 sec): 3 clusters
  Score: Raw -286075.079376 + Penalty 3781.811017 = -282293.268359
  nChanged 72
		SP:Iteration 12Q (1464.990000 sec): 3 clusters
  Score: Raw -286238.594056 + Penalty 3781.811017 = -282456.783038
  nChanged 60
		SP:Iteration 13Q (1465.000000 sec): 3 clusters
  Score: Raw -286330.770668 + Penalty 3781.811017 = -282548.959651
  nChanged 27
		SP:Iteration 14Q (1465.010000 sec): 3 clusters
  Score: Raw -286369.651885 + Penalty 3781.811017 = -282587.840868
  nChanged 25
		SP:Iteration 15Q (1465.020000 sec): 3 clusters
  Score: Raw -286400.464131 + Penalty 3781.811017 = -282618.653113
  nChanged 7
		SP:Iteration 16Q (1465.030000 sec): 3 clusters
  Score: Raw -286411.498000 + Penalty 3781.811017 = -282629.686983
  nChanged 6
		SP:Iteration 17Q (1465.030000 sec): 3 clusters
  Score: Raw -286418.029306 + Penalty 3781.811017 = -282636.218289
  nChanged 8
		SP:Iteration 18Q (1465.040000 sec): 3 clusters
  Score: Raw -286428.532019 + Penalty 3781.811017 = -282646.721001
  nChanged 5
		SP:Iteration 19Q (1465.050000 sec): 3 clusters
  Score: Raw -286435.732089 + Penalty 3781.811017 = -282653.921072
  nChanged 3
		SP:Iteration 20F (1465.050000 sec): 3 clusters
  Score: Raw -286442.239791 + Penalty 3781.811017 = -282660.428774
  nChanged 2
		SP:Iteration 21Q (1465.060000 sec): 3 clusters
  Score: Raw -286446.422391 + Penalty 3781.811017 = -282664.611374
  nChanged 2
		SP:Iteration 22Q (1465.070000 sec): 3 clusters
  Score: Raw -286448.019635 + Penalty 3781.811017 = -282666.208618
  nChanged 0
		SP:Iteration 23F (1465.080000 sec): 3 clusters
  Score: Raw -286448.019635 + Penalty 3781.811017 = -282666.208618
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (23900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1465.170000 sec): 2 clusters
  Score: Raw -3362304.595145 + Penalty 2500.245167 = -3359804.349978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1465.270000 sec): 3 clusters
  Score: Raw -3348263.465918 + Penalty 5000.490334 = -3343262.975584
  nChanged 10610
		SP:Iteration 1F (1465.370000 sec): 3 clusters
  Score: Raw -3354117.138305 + Penalty 5000.490334 = -3349116.647971
  nChanged 1272
		SP:Iteration 2F (1465.460000 sec): 3 clusters
  Score: Raw -3354587.657750 + Penalty 5000.490334 = -3349587.167416
  nChanged 1118
		SP:Iteration 3Q (1465.560000 sec): 3 clusters
  Score: Raw -3355007.728384 + Penalty 5000.490334 = -3350007.238050
  nChanged 1017
		SP:Iteration 4Q (1465.660000 sec): 3 clusters
  Score: Raw -3355385.937603 + Penalty 5000.490334 = -3350385.447269
  nChanged 1013
		SP:Iteration 5Q (1465.760000 sec): 3 clusters
  Score: Raw -3355797.363672 + Penalty 5000.490334 = -3350796.873338
  nChanged 1076
		SP:Iteration 6Q (1465.860000 sec): 3 clusters
  Score: Raw -3356311.007193 + Penalty 5000.490334 = -3351310.516859
  nChanged 1158
		SP:Iteration 7Q (1465.950000 sec): 3 clusters
  Score: Raw -3356945.694783 + Penalty 5000.490334 = -3351945.204449
  nChanged 1281
		SP:Iteration 8F (1466.050000 sec): 3 clusters
  Score: Raw -3357747.842966 + Penalty 5000.490334 = -3352747.352632
  nChanged 1326
		SP:Iteration 9F (1466.150000 sec): 3 clusters
  Score: Raw -3358673.353191 + Penalty 5000.490334 = -3353672.862857
  nChanged 1289
		SP:Iteration 10F (1466.250000 sec): 3 clusters
  Score: Raw -3359657.354391 + Penalty 5000.490334 = -3354656.864057
  nChanged 1119
		SP:Iteration 11Q (1466.340000 sec): 3 clusters
  Score: Raw -3360532.435091 + Penalty 5000.490334 = -3355531.944757
  nChanged 854
		SP:Iteration 12Q (1466.440000 sec): 3 clusters
  Score: Raw -3361223.062372 + Penalty 5000.490334 = -3356222.572038
  nChanged 675
		SP:Iteration 13Q (1466.530000 sec): 3 clusters
  Score: Raw -3361802.715951 + Penalty 5000.490334 = -3356802.225617
  nChanged 446
		SP:Iteration 14Q (1466.620000 sec): 3 clusters
  Score: Raw -3362170.678500 + Penalty 5000.490334 = -3357170.188166
  nChanged 288
		SP:Iteration 15Q (1466.700000 sec): 3 clusters
  Score: Raw -3362407.824187 + Penalty 5000.490334 = -3357407.333853
  nChanged 190
		SP:Iteration 16Q (1466.780000 sec): 3 clusters
  Score: Raw -3362562.537486 + Penalty 5000.490334 = -3357562.047152
  nChanged 128
		SP:Iteration 17Q (1466.870000 sec): 3 clusters
  Score: Raw -3362671.058293 + Penalty 5000.490334 = -3357670.567959
  nChanged 66
		SP:Iteration 18Q (1466.940000 sec): 3 clusters
  Score: Raw -3362720.760230 + Penalty 5000.490334 = -3357720.269896
  nChanged 41
		SP:Iteration 19Q (1467.020000 sec): 3 clusters
  Score: Raw -3362752.000503 + Penalty 5000.490334 = -3357751.510169
  nChanged 38
		SP:Iteration 20F (1467.120000 sec): 3 clusters
  Score: Raw -3362783.457712 + Penalty 5000.490334 = -3357782.967378
  nChanged 23
		SP:Iteration 21Q (1467.190000 sec): 3 clusters
  Score: Raw -3362803.979217 + Penalty 5000.490334 = -3357803.488883
  nChanged 22
		SP:Iteration 22Q (1467.270000 sec): 3 clusters
  Score: Raw -3362823.433298 + Penalty 5000.490334 = -3357822.942964
  nChanged 23
		SP:Iteration 23Q (1467.350000 sec): 3 clusters
  Score: Raw -3362843.897109 + Penalty 5000.490334 = -3357843.406775
  nChanged 22
		SP:Iteration 24Q (1467.430000 sec): 3 clusters
  Score: Raw -3362861.031121 + Penalty 5000.490334 = -3357860.540787
  nChanged 14
		SP:Iteration 25Q (1467.500000 sec): 3 clusters
  Score: Raw -3362874.971018 + Penalty 5000.490334 = -3357874.480684
  nChanged 16
		SP:Iteration 26Q (1467.570000 sec): 3 clusters
  Score: Raw -3362889.047770 + Penalty 5000.490334 = -3357888.557436
  nChanged 15
		SP:Iteration 27Q (1467.650000 sec): 3 clusters
  Score: Raw -3362902.346976 + Penalty 5000.490334 = -3357901.856642
  nChanged 4
		SP:Iteration 28Q (1467.720000 sec): 3 clusters
  Score: Raw -3362904.403101 + Penalty 5000.490334 = -3357903.912767
  nChanged 3
		SP:Iteration 29Q (1467.800000 sec): 3 clusters
  Score: Raw -3362906.813324 + Penalty 5000.490334 = -3357906.322990
  nChanged 3
		SP:Iteration 30Q (1467.870000 sec): 3 clusters
  Score: Raw -3362908.403344 + Penalty 5000.490334 = -3357907.913010
  nChanged 5
		SP:Iteration 31Q (1467.950000 sec): 3 clusters
  Score: Raw -3362912.956969 + Penalty 5000.490334 = -3357912.466635
  nChanged 4
		SP:Iteration 32Q (1468.020000 sec): 3 clusters
  Score: Raw -3362915.823934 + Penalty 5000.490334 = -3357915.333600
  nChanged 1
		SP:Iteration 33Q (1468.090000 sec): 3 clusters
  Score: Raw -3362916.474745 + Penalty 5000.490334 = -3357915.984411
  nChanged 2
		SP:Iteration 34Q (1468.170000 sec): 3 clusters
  Score: Raw -3362917.569697 + Penalty 5000.490334 = -3357917.079363
  nChanged 2
		SP:Iteration 35Q (1468.240000 sec): 3 clusters
  Score: Raw -3362919.606961 + Penalty 5000.490334 = -3357919.116627
  nChanged 2
		SP:Iteration 36Q (1468.310000 sec): 3 clusters
  Score: Raw -3362920.620882 + Penalty 5000.490334 = -3357920.130548
  nChanged 1
		SP:Iteration 37Q (1468.390000 sec): 3 clusters
  Score: Raw -3362921.515893 + Penalty 5000.490334 = -3357921.025559
  nChanged 0
		SP:Iteration 38F (1468.480000 sec): 3 clusters
  Score: Raw -3362921.515893 + Penalty 5000.490334 = -3357921.025559
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (39694 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1468.620000 sec): 2 clusters
  Score: Raw -6139569.057108 + Penalty 2626.060920 = -6136942.996188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1468.790000 sec): 3 clusters
  Score: Raw -6115186.490802 + Penalty 5252.121840 = -6109934.368962
  nChanged 18218
		SP:Iteration 1F (1468.950000 sec): 3 clusters
  Score: Raw -6125159.613316 + Penalty 5252.121840 = -6119907.491476
  nChanged 1796
		SP:Iteration 2Q (1469.120000 sec): 3 clusters
  Score: Raw -6125753.319293 + Penalty 5252.121840 = -6120501.197453
  nChanged 1800
		SP:Iteration 3Q (1469.290000 sec): 3 clusters
  Score: Raw -6126444.814383 + Penalty 5252.121840 = -6121192.692543
  nChanged 2005
		SP:Iteration 4F (1469.450000 sec): 3 clusters
  Score: Raw -6127405.297610 + Penalty 5252.121840 = -6122153.175770
  nChanged 2384
		SP:Iteration 5F (1469.610000 sec): 3 clusters
  Score: Raw -6128763.537882 + Penalty 5252.121840 = -6123511.416042
  nChanged 2709
		SP:Iteration 6F (1469.780000 sec): 3 clusters
  Score: Raw -6130592.221704 + Penalty 5252.121840 = -6125340.099864
  nChanged 2817
		SP:Iteration 7F (1469.940000 sec): 3 clusters
  Score: Raw -6132582.738924 + Penalty 5252.121840 = -6127330.617084
  nChanged 2602
		SP:Iteration 8F (1470.100000 sec): 3 clusters
  Score: Raw -6134520.959920 + Penalty 5252.121840 = -6129268.838081
  nChanged 2175
		SP:Iteration 9F (1470.260000 sec): 3 clusters
  Score: Raw -6136094.314312 + Penalty 5252.121840 = -6130842.192472
  nChanged 1600
		SP:Iteration 10Q (1470.430000 sec): 3 clusters
  Score: Raw -6137225.369950 + Penalty 5252.121840 = -6131973.248110
  nChanged 1160
		SP:Iteration 11Q (1470.590000 sec): 3 clusters
  Score: Raw -6138063.962950 + Penalty 5252.121840 = -6132811.841111
  nChanged 816
		SP:Iteration 12Q (1470.750000 sec): 3 clusters
  Score: Raw -6138660.464343 + Penalty 5252.121840 = -6133408.342503
  nChanged 608
		SP:Iteration 13Q (1470.900000 sec): 3 clusters
  Score: Raw -6139116.514049 + Penalty 5252.121840 = -6133864.392209
  nChanged 474
		SP:Iteration 14Q (1471.040000 sec): 3 clusters
  Score: Raw -6139500.960392 + Penalty 5252.121840 = -6134248.838553
  nChanged 361
		SP:Iteration 15Q (1471.180000 sec): 3 clusters
  Score: Raw -6139792.126058 + Penalty 5252.121840 = -6134540.004219
  nChanged 287
		SP:Iteration 16Q (1471.300000 sec): 3 clusters
  Score: Raw -6140017.636499 + Penalty 5252.121840 = -6134765.514660
  nChanged 199
		SP:Iteration 17Q (1471.440000 sec): 3 clusters
  Score: Raw -6140155.405555 + Penalty 5252.121840 = -6134903.283715
  nChanged 174
		SP:Iteration 18Q (1471.560000 sec): 3 clusters
  Score: Raw -6140231.895068 + Penalty 5252.121840 = -6134979.773228
  nChanged 123
		SP:Iteration 19Q (1471.680000 sec): 3 clusters
  Score: Raw -6140277.200884 + Penalty 5252.121840 = -6135025.079045
  nChanged 88
		SP:Iteration 20F (1471.850000 sec): 3 clusters
  Score: Raw -6140304.589085 + Penalty 5252.121840 = -6135052.467245
  nChanged 66
		SP:Iteration 21Q (1471.970000 sec): 3 clusters
  Score: Raw -6140321.398816 + Penalty 5252.121840 = -6135069.276976
  nChanged 42
		SP:Iteration 22Q (1472.100000 sec): 3 clusters
  Score: Raw -6140331.178586 + Penalty 5252.121840 = -6135079.056746
  nChanged 34
		SP:Iteration 23Q (1472.220000 sec): 3 clusters
  Score: Raw -6140339.135413 + Penalty 5252.121840 = -6135087.013573
  nChanged 28
		SP:Iteration 24Q (1472.340000 sec): 3 clusters
  Score: Raw -6140344.614020 + Penalty 5252.121840 = -6135092.492180
  nChanged 19
		SP:Iteration 25Q (1472.470000 sec): 3 clusters
  Score: Raw -6140348.274986 + Penalty 5252.121840 = -6135096.153147
  nChanged 13
		SP:Iteration 26Q (1472.590000 sec): 3 clusters
  Score: Raw -6140351.198407 + Penalty 5252.121840 = -6135099.076568
  nChanged 15
		SP:Iteration 27Q (1472.710000 sec): 3 clusters
  Score: Raw -6140353.846174 + Penalty 5252.121840 = -6135101.724334
  nChanged 11
		SP:Iteration 28Q (1472.840000 sec): 3 clusters
  Score: Raw -6140355.676912 + Penalty 5252.121840 = -6135103.555072
  nChanged 8
		SP:Iteration 29Q (1472.960000 sec): 3 clusters
  Score: Raw -6140356.749987 + Penalty 5252.121840 = -6135104.628148
  nChanged 8
		SP:Iteration 30Q (1473.080000 sec): 3 clusters
  Score: Raw -6140358.203685 + Penalty 5252.121840 = -6135106.081846
  nChanged 6
		SP:Iteration 31Q (1473.210000 sec): 3 clusters
  Score: Raw -6140359.134836 + Penalty 5252.121840 = -6135107.012997
  nChanged 4
		SP:Iteration 32Q (1473.330000 sec): 3 clusters
  Score: Raw -6140359.773042 + Penalty 5252.121840 = -6135107.651202
  nChanged 3
		SP:Iteration 33Q (1473.440000 sec): 3 clusters
  Score: Raw -6140360.271147 + Penalty 5252.121840 = -6135108.149308
  nChanged 0
		SP:Iteration 34F (1473.600000 sec): 3 clusters
  Score: Raw -6140360.271147 + Penalty 5252.121840 = -6135108.149308
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (121026 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1474.040000 sec): 2 clusters
  Score: Raw -17639833.815477 + Penalty 2902.532648 = -17636931.282829
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1474.530000 sec): 3 clusters
  Score: Raw -17561632.539464 + Penalty 5805.065296 = -17555827.474168
  nChanged 57683
		SP:Iteration 1F (1475.020000 sec): 3 clusters
  Score: Raw -17594671.061823 + Penalty 5805.065296 = -17588865.996527
  nChanged 3764
		SP:Iteration 2Q (1475.520000 sec): 3 clusters
  Score: Raw -17595547.829342 + Penalty 5805.065296 = -17589742.764046
  nChanged 3893
		SP:Iteration 3Q (1476.020000 sec): 3 clusters
  Score: Raw -17596615.190856 + Penalty 5805.065296 = -17590810.125560
  nChanged 4284
		SP:Iteration 4Q (1476.520000 sec): 3 clusters
  Score: Raw -17598039.219645 + Penalty 5805.065296 = -17592234.154349
  nChanged 4999
		SP:Iteration 5Q (1477.020000 sec): 3 clusters
  Score: Raw -17600124.057488 + Penalty 5805.065296 = -17594318.992192
  nChanged 5890
		SP:Iteration 6Q (1477.520000 sec): 3 clusters
  Score: Raw -17603189.955458 + Penalty 5805.065296 = -17597384.890162
  nChanged 6959
		SP:Iteration 7F (1478.010000 sec): 3 clusters
  Score: Raw -17607428.834077 + Penalty 5805.065296 = -17601623.768781
  nChanged 7677
		SP:Iteration 8F (1478.490000 sec): 3 clusters
  Score: Raw -17612738.180375 + Penalty 5805.065296 = -17606933.115079
  nChanged 8292
		SP:Iteration 9F (1478.990000 sec): 3 clusters
  Score: Raw -17619376.135870 + Penalty 5805.065296 = -17613571.070574
  nChanged 8092
		SP:Iteration 10F (1479.480000 sec): 3 clusters
  Score: Raw -17626374.048449 + Penalty 5805.065296 = -17620568.983153
  nChanged 6768
		SP:Iteration 11F (1479.970000 sec): 3 clusters
  Score: Raw -17631903.356880 + Penalty 5805.065296 = -17626098.291584
  nChanged 5221
		SP:Iteration 12Q (1480.450000 sec): 3 clusters
  Score: Raw -17635579.777082 + Penalty 5805.065296 = -17629774.711786
  nChanged 3856
		SP:Iteration 13Q (1480.920000 sec): 3 clusters
  Score: Raw -17638018.052035 + Penalty 5805.065296 = -17632212.986739
  nChanged 3021
		SP:Iteration 14Q (1481.380000 sec): 3 clusters
  Score: Raw -17639618.478059 + Penalty 5805.065296 = -17633813.412763
  nChanged 2294
		SP:Iteration 15Q (1481.840000 sec): 3 clusters
  Score: Raw -17640484.669535 + Penalty 5805.065296 = -17634679.604239
  nChanged 1616
		SP:Iteration 16Q (1482.290000 sec): 3 clusters
  Score: Raw -17640935.647790 + Penalty 5805.065296 = -17635130.582494
  nChanged 1160
		SP:Iteration 17Q (1482.750000 sec): 3 clusters
  Score: Raw -17641160.446933 + Penalty 5805.065296 = -17635355.381637
  nChanged 781
		SP:Iteration 18Q (1483.190000 sec): 3 clusters
  Score: Raw -17641263.103192 + Penalty 5805.065296 = -17635458.037896
  nChanged 513
		SP:Iteration 19Q (1483.650000 sec): 3 clusters
  Score: Raw -17641312.703513 + Penalty 5805.065296 = -17635507.638217
  nChanged 351
		SP:Iteration 20F (1484.180000 sec): 3 clusters
  Score: Raw -17641338.312108 + Penalty 5805.065296 = -17635533.246812
  nChanged 267
		SP:Iteration 21Q (1484.670000 sec): 3 clusters
  Score: Raw -17641354.202872 + Penalty 5805.065296 = -17635549.137576
  nChanged 199
		SP:Iteration 22Q (1485.130000 sec): 3 clusters
  Score: Raw -17641363.654155 + Penalty 5805.065296 = -17635558.588859
  nChanged 151
		SP:Iteration 23Q (1485.590000 sec): 3 clusters
  Score: Raw -17641369.022429 + Penalty 5805.065296 = -17635563.957133
  nChanged 103
		SP:Iteration 24Q (1486.040000 sec): 3 clusters
  Score: Raw -17641372.149456 + Penalty 5805.065296 = -17635567.084160
  nChanged 77
		SP:Iteration 25Q (1486.490000 sec): 3 clusters
  Score: Raw -17641374.735989 + Penalty 5805.065296 = -17635569.670693
  nChanged 72
		SP:Iteration 26Q (1486.950000 sec): 3 clusters
  Score: Raw -17641377.015465 + Penalty 5805.065296 = -17635571.950169
  nChanged 67
		SP:Iteration 27Q (1487.400000 sec): 3 clusters
  Score: Raw -17641378.633214 + Penalty 5805.065296 = -17635573.567918
  nChanged 53
		SP:Iteration 28Q (1487.850000 sec): 3 clusters
  Score: Raw -17641379.888700 + Penalty 5805.065296 = -17635574.823404
  nChanged 39
		SP:Iteration 29Q (1488.310000 sec): 3 clusters
  Score: Raw -17641380.624039 + Penalty 5805.065296 = -17635575.558743
  nChanged 29
		SP:Iteration 30Q (1488.770000 sec): 3 clusters
  Score: Raw -17641381.148293 + Penalty 5805.065296 = -17635576.082997
  nChanged 21
		SP:Iteration 31Q (1489.220000 sec): 3 clusters
  Score: Raw -17641381.443289 + Penalty 5805.065296 = -17635576.377993
  nChanged 13
		SP:Iteration 32Q (1489.680000 sec): 3 clusters
  Score: Raw -17641381.611878 + Penalty 5805.065296 = -17635576.546582
  nChanged 10
		SP:Iteration 33Q (1490.130000 sec): 3 clusters
  Score: Raw -17641381.764141 + Penalty 5805.065296 = -17635576.698845
  nChanged 8
		SP:Iteration 34Q (1490.580000 sec): 3 clusters
  Score: Raw -17641381.913252 + Penalty 5805.065296 = -17635576.847956
  nChanged 9
		SP:Iteration 35Q (1491.040000 sec): 3 clusters
  Score: Raw -17641382.031351 + Penalty 5805.065296 = -17635576.966055
  nChanged 12
		SP:Iteration 36Q (1491.490000 sec): 3 clusters
  Score: Raw -17641382.207357 + Penalty 5805.065296 = -17635577.142061
  nChanged 10
		SP:Iteration 37Q (1491.950000 sec): 3 clusters
  Score: Raw -17641382.338277 + Penalty 5805.065296 = -17635577.272981
  nChanged 11
		SP:Iteration 38Q (1492.400000 sec): 3 clusters
  Score: Raw -17641382.502823 + Penalty 5805.065296 = -17635577.437527
  nChanged 8
		SP:Iteration 39Q (1492.840000 sec): 3 clusters
  Score: Raw -17641382.629041 + Penalty 5805.065296 = -17635577.563745
  nChanged 7
		SP:Iteration 40F (1493.330000 sec): 3 clusters
  Score: Raw -17641382.722275 + Penalty 5805.065296 = -17635577.656979
  nChanged 9
		SP:Iteration 41Q (1493.780000 sec): 3 clusters
  Score: Raw -17641382.846043 + Penalty 5805.065296 = -17635577.780747
  nChanged 7
		SP:Iteration 42Q (1494.230000 sec): 3 clusters
  Score: Raw -17641382.977441 + Penalty 5805.065296 = -17635577.912145
  nChanged 11
		SP:Iteration 43Q (1494.650000 sec): 3 clusters
  Score: Raw -17641383.111510 + Penalty 5805.065296 = -17635578.046214
  nChanged 4
		SP:Iteration 44Q (1495.070000 sec): 3 clusters
  Score: Raw -17641383.158045 + Penalty 5805.065296 = -17635578.092749
  nChanged 3
		SP:Iteration 45Q (1495.490000 sec): 3 clusters
  Score: Raw -17641383.202377 + Penalty 5805.065296 = -17635578.137080
  nChanged 4
		SP:Iteration 46Q (1495.920000 sec): 3 clusters
  Score: Raw -17641383.233064 + Penalty 5805.065296 = -17635578.167768
  nChanged 1
		SP:Iteration 47Q (1496.340000 sec): 3 clusters
  Score: Raw -17641383.238970 + Penalty 5805.065296 = -17635578.173674
  nChanged 1
		SP:Iteration 48Q (1496.760000 sec): 3 clusters
  Score: Raw -17641383.243428 + Penalty 5805.065296 = -17635578.178132
  nChanged 0
		SP:Iteration 49F (1497.210000 sec): 3 clusters
  Score: Raw -17641383.243428 + Penalty 5805.065296 = -17635578.178132
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1497.300000 sec): 2 clusters
  Score: Raw -1791404.319174 + Penalty 2324.095586 = -1789080.223588
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1497.340000 sec): 3 clusters
  Score: Raw -1784942.192884 + Penalty 4648.191171 = -1780294.001712
  nChanged 4979
		SP:Iteration 1F (1497.380000 sec): 3 clusters
  Score: Raw -1787627.299756 + Penalty 4648.191171 = -1782979.108585
  nChanged 686
		SP:Iteration 2F (1497.420000 sec): 3 clusters
  Score: Raw -1787927.007192 + Penalty 4648.191171 = -1783278.816021
  nChanged 579
		SP:Iteration 3Q (1497.470000 sec): 3 clusters
  Score: Raw -1788169.500421 + Penalty 4648.191171 = -1783521.309250
  nChanged 509
		SP:Iteration 4Q (1497.510000 sec): 3 clusters
  Score: Raw -1788384.173887 + Penalty 4648.191171 = -1783735.982716
  nChanged 454
		SP:Iteration 5Q (1497.560000 sec): 3 clusters
  Score: Raw -1788579.110759 + Penalty 4648.191171 = -1783930.919588
  nChanged 463
		SP:Iteration 6Q (1497.600000 sec): 3 clusters
  Score: Raw -1788803.345267 + Penalty 4648.191171 = -1784155.154096
  nChanged 484
		SP:Iteration 7Q (1497.640000 sec): 3 clusters
  Score: Raw -1789060.023621 + Penalty 4648.191171 = -1784411.832450
  nChanged 519
		SP:Iteration 8Q (1497.680000 sec): 3 clusters
  Score: Raw -1789359.765319 + Penalty 4648.191171 = -1784711.574148
  nChanged 550
		SP:Iteration 9Q (1497.730000 sec): 3 clusters
  Score: Raw -1789702.698687 + Penalty 4648.191171 = -1785054.507516
  nChanged 537
		SP:Iteration 10Q (1497.770000 sec): 3 clusters
  Score: Raw -1790069.811563 + Penalty 4648.191171 = -1785421.620392
  nChanged 536
		SP:Iteration 11Q (1497.810000 sec): 3 clusters
  Score: Raw -1790467.927766 + Penalty 4648.191171 = -1785819.736595
  nChanged 453
		SP:Iteration 12Q (1497.860000 sec): 3 clusters
  Score: Raw -1790813.466585 + Penalty 4648.191171 = -1786165.275414
  nChanged 361
		SP:Iteration 13Q (1497.900000 sec): 3 clusters
  Score: Raw -1791107.288928 + Penalty 4648.191171 = -1786459.097757
  nChanged 263
		SP:Iteration 14Q (1497.940000 sec): 3 clusters
  Score: Raw -1791316.062084 + Penalty 4648.191171 = -1786667.870913
  nChanged 200
		SP:Iteration 15Q (1497.980000 sec): 3 clusters
  Score: Raw -1791464.762664 + Penalty 4648.191171 = -1786816.571493
  nChanged 154
		SP:Iteration 16Q (1498.020000 sec): 3 clusters
  Score: Raw -1791576.644201 + Penalty 4648.191171 = -1786928.453030
  nChanged 111
		SP:Iteration 17Q (1498.060000 sec): 3 clusters
  Score: Raw -1791653.658548 + Penalty 4648.191171 = -1787005.467377
  nChanged 81
		SP:Iteration 18Q (1498.090000 sec): 3 clusters
  Score: Raw -1791709.485379 + Penalty 4648.191171 = -1787061.294208
  nChanged 50
		SP:Iteration 19Q (1498.130000 sec): 3 clusters
  Score: Raw -1791744.376991 + Penalty 4648.191171 = -1787096.185820
  nChanged 27
		SP:Iteration 20F (1498.170000 sec): 3 clusters
  Score: Raw -1791767.783475 + Penalty 4648.191171 = -1787119.592304
  nChanged 36
		SP:Iteration 21Q (1498.200000 sec): 3 clusters
  Score: Raw -1791791.039082 + Penalty 4648.191171 = -1787142.847911
  nChanged 26
		SP:Iteration 22Q (1498.240000 sec): 3 clusters
  Score: Raw -1791811.699230 + Penalty 4648.191171 = -1787163.508058
  nChanged 16
		SP:Iteration 23Q (1498.280000 sec): 3 clusters
  Score: Raw -1791826.121781 + Penalty 4648.191171 = -1787177.930609
  nChanged 13
		SP:Iteration 24Q (1498.320000 sec): 3 clusters
  Score: Raw -1791837.778297 + Penalty 4648.191171 = -1787189.587125
  nChanged 10
		SP:Iteration 25Q (1498.360000 sec): 3 clusters
  Score: Raw -1791845.814711 + Penalty 4648.191171 = -1787197.623539
  nChanged 9
		SP:Iteration 26Q (1498.400000 sec): 3 clusters
  Score: Raw -1791851.376920 + Penalty 4648.191171 = -1787203.185749
  nChanged 4
		SP:Iteration 27Q (1498.440000 sec): 3 clusters
  Score: Raw -1791855.246232 + Penalty 4648.191171 = -1787207.055061
  nChanged 7
		SP:Iteration 28Q (1498.480000 sec): 3 clusters
  Score: Raw -1791861.577024 + Penalty 4648.191171 = -1787213.385853
  nChanged 6
		SP:Iteration 29Q (1498.520000 sec): 3 clusters
  Score: Raw -1791866.597075 + Penalty 4648.191171 = -1787218.405903
  nChanged 3
		SP:Iteration 30Q (1498.560000 sec): 3 clusters
  Score: Raw -1791869.182049 + Penalty 4648.191171 = -1787220.990878
  nChanged 4
		SP:Iteration 31Q (1498.600000 sec): 3 clusters
  Score: Raw -1791872.170065 + Penalty 4648.191171 = -1787223.978894
  nChanged 3
		SP:Iteration 32Q (1498.640000 sec): 3 clusters
  Score: Raw -1791873.907808 + Penalty 4648.191171 = -1787225.716637
  nChanged 1
		SP:Iteration 33Q (1498.680000 sec): 3 clusters
  Score: Raw -1791874.353791 + Penalty 4648.191171 = -1787226.162620
  nChanged 2
		SP:Iteration 34Q (1498.720000 sec): 3 clusters
  Score: Raw -1791875.126154 + Penalty 4648.191171 = -1787226.934982
  nChanged 0
		SP:Iteration 35F (1498.760000 sec): 3 clusters
  Score: Raw -1791875.126154 + Penalty 4648.191171 = -1787226.934982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (5231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1498.790000 sec): 2 clusters
  Score: Raw -744859.213134 + Penalty 2123.464720 = -742735.748414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1498.810000 sec): 3 clusters
  Score: Raw -742345.734336 + Penalty 4246.929441 = -738098.804895
  nChanged 1988
		SP:Iteration 1F (1498.830000 sec): 3 clusters
  Score: Raw -743591.787968 + Penalty 4246.929441 = -739344.858527
  nChanged 431
		SP:Iteration 2F (1498.850000 sec): 3 clusters
  Score: Raw -743882.330513 + Penalty 4246.929441 = -739635.401072
  nChanged 314
		SP:Iteration 3F (1498.870000 sec): 3 clusters
  Score: Raw -744097.592662 + Penalty 4246.929441 = -739850.663221
  nChanged 265
		SP:Iteration 4F (1498.890000 sec): 3 clusters
  Score: Raw -744258.261968 + Penalty 4246.929441 = -740011.332527
  nChanged 224
		SP:Iteration 5Q (1498.920000 sec): 3 clusters
  Score: Raw -744417.277359 + Penalty 4246.929441 = -740170.347918
  nChanged 220
		SP:Iteration 6Q (1498.940000 sec): 3 clusters
  Score: Raw -744569.893275 + Penalty 4246.929441 = -740322.963835
  nChanged 193
		SP:Iteration 7Q (1498.960000 sec): 3 clusters
  Score: Raw -744691.464631 + Penalty 4246.929441 = -740444.535190
  nChanged 159
		SP:Iteration 8Q (1498.980000 sec): 3 clusters
  Score: Raw -744796.595280 + Penalty 4246.929441 = -740549.665839
  nChanged 141
		SP:Iteration 9Q (1499.000000 sec): 3 clusters
  Score: Raw -744882.743369 + Penalty 4246.929441 = -740635.813929
  nChanged 113
		SP:Iteration 10Q (1499.020000 sec): 3 clusters
  Score: Raw -744949.266674 + Penalty 4246.929441 = -740702.337233
  nChanged 100
		SP:Iteration 11Q (1499.040000 sec): 3 clusters
  Score: Raw -745011.410234 + Penalty 4246.929441 = -740764.480793
  nChanged 96
		SP:Iteration 12Q (1499.060000 sec): 3 clusters
  Score: Raw -745072.511650 + Penalty 4246.929441 = -740825.582209
  nChanged 89
		SP:Iteration 13Q (1499.080000 sec): 3 clusters
  Score: Raw -745132.058179 + Penalty 4246.929441 = -740885.128738
  nChanged 82
		SP:Iteration 14Q (1499.100000 sec): 3 clusters
  Score: Raw -745187.877105 + Penalty 4246.929441 = -740940.947664
  nChanged 80
		SP:Iteration 15Q (1499.120000 sec): 3 clusters
  Score: Raw -745245.170663 + Penalty 4246.929441 = -740998.241222
  nChanged 72
		SP:Iteration 16Q (1499.140000 sec): 3 clusters
  Score: Raw -745291.347030 + Penalty 4246.929441 = -741044.417590
  nChanged 44
		SP:Iteration 17Q (1499.160000 sec): 3 clusters
  Score: Raw -745315.831273 + Penalty 4246.929441 = -741068.901832
  nChanged 36
		SP:Iteration 18Q (1499.180000 sec): 3 clusters
  Score: Raw -745332.166116 + Penalty 4246.929441 = -741085.236675
  nChanged 28
		SP:Iteration 19Q (1499.200000 sec): 3 clusters
  Score: Raw -745346.969417 + Penalty 4246.929441 = -741100.039976
  nChanged 25
		SP:Iteration 20F (1499.220000 sec): 3 clusters
  Score: Raw -745361.340564 + Penalty 4246.929441 = -741114.411123
  nChanged 21
		SP:Iteration 21Q (1499.240000 sec): 3 clusters
  Score: Raw -745374.715097 + Penalty 4246.929441 = -741127.785656
  nChanged 22
		SP:Iteration 22Q (1499.260000 sec): 3 clusters
  Score: Raw -745387.443461 + Penalty 4246.929441 = -741140.514020
  nChanged 22
		SP:Iteration 23Q (1499.280000 sec): 3 clusters
  Score: Raw -745397.881298 + Penalty 4246.929441 = -741150.951858
  nChanged 15
		SP:Iteration 24Q (1499.300000 sec): 3 clusters
  Score: Raw -745405.958756 + Penalty 4246.929441 = -741159.029315
  nChanged 16
		SP:Iteration 25Q (1499.320000 sec): 3 clusters
  Score: Raw -745414.422149 + Penalty 4246.929441 = -741167.492708
  nChanged 17
		SP:Iteration 26Q (1499.340000 sec): 3 clusters
  Score: Raw -745421.106661 + Penalty 4246.929441 = -741174.177220
  nChanged 8
		SP:Iteration 27Q (1499.360000 sec): 3 clusters
  Score: Raw -745424.857780 + Penalty 4246.929441 = -741177.928340
  nChanged 7
		SP:Iteration 28Q (1499.380000 sec): 3 clusters
  Score: Raw -745428.302178 + Penalty 4246.929441 = -741181.372737
  nChanged 6
		SP:Iteration 29Q (1499.390000 sec): 3 clusters
  Score: Raw -745431.406544 + Penalty 4246.929441 = -741184.477103
  nChanged 6
		SP:Iteration 30Q (1499.410000 sec): 3 clusters
  Score: Raw -745434.196276 + Penalty 4246.929441 = -741187.266836
  nChanged 10
		SP:Iteration 31Q (1499.430000 sec): 3 clusters
  Score: Raw -745440.900583 + Penalty 4246.929441 = -741193.971143
  nChanged 8
		SP:Iteration 32Q (1499.450000 sec): 3 clusters
  Score: Raw -745444.771063 + Penalty 4246.929441 = -741197.841622
  nChanged 6
		SP:Iteration 33Q (1499.470000 sec): 3 clusters
  Score: Raw -745447.236129 + Penalty 4246.929441 = -741200.306688
  nChanged 4
		SP:Iteration 34Q (1499.490000 sec): 3 clusters
  Score: Raw -745449.348340 + Penalty 4246.929441 = -741202.418899
  nChanged 5
		SP:Iteration 35Q (1499.500000 sec): 3 clusters
  Score: Raw -745452.087731 + Penalty 4246.929441 = -741205.158290
  nChanged 5
		SP:Iteration 36Q (1499.520000 sec): 3 clusters
  Score: Raw -745454.784081 + Penalty 4246.929441 = -741207.854640
  nChanged 2
		SP:Iteration 37Q (1499.540000 sec): 3 clusters
  Score: Raw -745456.540867 + Penalty 4246.929441 = -741209.611426
  nChanged 1
		SP:Iteration 38Q (1499.560000 sec): 3 clusters
  Score: Raw -745457.350016 + Penalty 4246.929441 = -741210.420575
  nChanged 3
		SP:Iteration 39Q (1499.580000 sec): 3 clusters
  Score: Raw -745458.598652 + Penalty 4246.929441 = -741211.669211
  nChanged 0
		SP:Iteration 40F (1499.600000 sec): 3 clusters
  Score: Raw -745458.598652 + Penalty 4246.929441 = -741211.669211
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1499.600000 sec): 2 clusters
  Score: Raw -28187.196059 + Penalty 1371.298414 = -26815.897645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1499.600000 sec): 3 clusters
  Score: Raw -28498.329613 + Penalty 2742.596827 = -25755.732785
  nChanged 43
		SP:Iteration 1F (1499.610000 sec): 3 clusters
  Score: Raw -28802.858279 + Penalty 2742.596827 = -26060.261451
  nChanged 24
		SP:Iteration 2F (1499.610000 sec): 3 clusters
  Score: Raw -29034.327009 + Penalty 2742.596827 = -26291.730182
  nChanged 15
		SP:Iteration 3F (1499.610000 sec): 3 clusters
  Score: Raw -29135.634076 + Penalty 2742.596827 = -26393.037248
  nChanged 9
		SP:Iteration 4Q (1499.610000 sec): 3 clusters
  Score: Raw -29360.662608 + Penalty 2742.596827 = -26618.065780
  nChanged 6
		SP:Iteration 5Q (1499.610000 sec): 3 clusters
  Score: Raw -29461.585464 + Penalty 2742.596827 = -26718.988637
  nChanged 7
		SP:Iteration 6Q (1499.610000 sec): 3 clusters
  Score: Raw -29542.929278 + Penalty 2742.596827 = -26800.332451
  nChanged 3
		SP:Iteration 7Q (1499.610000 sec): 3 clusters
  Score: Raw -29570.020356 + Penalty 2742.596827 = -26827.423528
  nChanged 2
		SP:Iteration 8Q (1499.610000 sec): 3 clusters
  Score: Raw -29582.101960 + Penalty 2742.596827 = -26839.505133
  nChanged 1
		SP:Iteration 9Q (1499.610000 sec): 3 clusters
  Score: Raw -29586.759993 + Penalty 2742.596827 = -26844.163165
  nChanged 1
		SP:Iteration 10Q (1499.620000 sec): 3 clusters
  Score: Raw -29593.140613 + Penalty 2742.596827 = -26850.543785
  nChanged 0
		SP:Iteration 11F (1499.620000 sec): 3 clusters
  Score: Raw -29593.284712 + Penalty 2742.596827 = -26850.687885
  nChanged 1
		SP:Iteration 12Q (1499.620000 sec): 3 clusters
  Score: Raw -29611.467650 + Penalty 2742.596827 = -26868.870823
  nChanged 0
		SP:Iteration 13F (1499.620000 sec): 3 clusters
  Score: Raw -29611.467650 + Penalty 2742.596827 = -26868.870823
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 33.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (31290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1499.740000 sec): 2 clusters
  Score: Raw -4567338.807658 + Penalty 2567.061351 = -4564771.746307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1499.870000 sec): 3 clusters
  Score: Raw -4548657.662049 + Penalty 5134.122703 = -4543523.539346
  nChanged 14036
		SP:Iteration 1F (1500.000000 sec): 3 clusters
  Score: Raw -4556401.115939 + Penalty 5134.122703 = -4551266.993236
  nChanged 1513
		SP:Iteration 2Q (1500.130000 sec): 3 clusters
  Score: Raw -4556979.507727 + Penalty 5134.122703 = -4551845.385024
  nChanged 1565
		SP:Iteration 3F (1500.260000 sec): 3 clusters
  Score: Raw -4557767.163005 + Penalty 5134.122703 = -4552633.040302
  nChanged 1731
		SP:Iteration 4F (1500.380000 sec): 3 clusters
  Score: Raw -4558822.227851 + Penalty 5134.122703 = -4553688.105148
  nChanged 1970
		SP:Iteration 5F (1500.510000 sec): 3 clusters
  Score: Raw -4560154.141554 + Penalty 5134.122703 = -4555020.018851
  nChanged 2096
		SP:Iteration 6F (1500.640000 sec): 3 clusters
  Score: Raw -4561558.152117 + Penalty 5134.122703 = -4556424.029414
  nChanged 2070
		SP:Iteration 7F (1500.760000 sec): 3 clusters
  Score: Raw -4562929.855934 + Penalty 5134.122703 = -4557795.733231
  nChanged 1804
		SP:Iteration 8F (1500.890000 sec): 3 clusters
  Score: Raw -4564025.077353 + Penalty 5134.122703 = -4558890.954650
  nChanged 1361
		SP:Iteration 9Q (1501.020000 sec): 3 clusters
  Score: Raw -4564724.291283 + Penalty 5134.122703 = -4559590.168580
  nChanged 959
		SP:Iteration 10Q (1501.150000 sec): 3 clusters
  Score: Raw -4565116.503981 + Penalty 5134.122703 = -4559982.381278
  nChanged 649
		SP:Iteration 11Q (1501.280000 sec): 3 clusters
  Score: Raw -4565332.653532 + Penalty 5134.122703 = -4560198.530829
  nChanged 493
		SP:Iteration 12Q (1501.410000 sec): 3 clusters
  Score: Raw -4565490.087340 + Penalty 5134.122703 = -4560355.964637
  nChanged 433
		SP:Iteration 13Q (1501.540000 sec): 3 clusters
  Score: Raw -4565631.090146 + Penalty 5134.122703 = -4560496.967443
  nChanged 407
		SP:Iteration 14Q (1501.670000 sec): 3 clusters
  Score: Raw -4565761.481666 + Penalty 5134.122703 = -4560627.358963
  nChanged 380
		SP:Iteration 15Q (1501.800000 sec): 3 clusters
  Score: Raw -4565883.879931 + Penalty 5134.122703 = -4560749.757228
  nChanged 385
		SP:Iteration 16Q (1501.920000 sec): 3 clusters
  Score: Raw -4566024.748038 + Penalty 5134.122703 = -4560890.625335
  nChanged 373
		SP:Iteration 17Q (1502.050000 sec): 3 clusters
  Score: Raw -4566191.554037 + Penalty 5134.122703 = -4561057.431334
  nChanged 390
		SP:Iteration 18Q (1502.180000 sec): 3 clusters
  Score: Raw -4566489.067690 + Penalty 5134.122703 = -4561354.944987
  nChanged 411
		SP:Iteration 19Q (1502.300000 sec): 3 clusters
  Score: Raw -4566984.753804 + Penalty 5134.122703 = -4561850.631101
  nChanged 355
		SP:Iteration 20F (1502.430000 sec): 3 clusters
  Score: Raw -4567494.973479 + Penalty 5134.122703 = -4562360.850776
  nChanged 309
		SP:Iteration 21Q (1502.550000 sec): 3 clusters
  Score: Raw -4567854.336573 + Penalty 5134.122703 = -4562720.213870
  nChanged 274
		SP:Iteration 22Q (1502.660000 sec): 3 clusters
  Score: Raw -4568038.061789 + Penalty 5134.122703 = -4562903.939086
  nChanged 231
		SP:Iteration 23Q (1502.760000 sec): 3 clusters
  Score: Raw -4568154.323150 + Penalty 5134.122703 = -4563020.200447
  nChanged 174
		SP:Iteration 24Q (1502.870000 sec): 3 clusters
  Score: Raw -4568214.581324 + Penalty 5134.122703 = -4563080.458621
  nChanged 138
		SP:Iteration 25Q (1502.970000 sec): 3 clusters
  Score: Raw -4568254.138907 + Penalty 5134.122703 = -4563120.016204
  nChanged 124
		SP:Iteration 26Q (1503.070000 sec): 3 clusters
  Score: Raw -4568290.500967 + Penalty 5134.122703 = -4563156.378264
  nChanged 99
		SP:Iteration 27Q (1503.180000 sec): 3 clusters
  Score: Raw -4568316.922295 + Penalty 5134.122703 = -4563182.799592
  nChanged 81
		SP:Iteration 28Q (1503.280000 sec): 3 clusters
  Score: Raw -4568339.690555 + Penalty 5134.122703 = -4563205.567852
  nChanged 66
		SP:Iteration 29Q (1503.380000 sec): 3 clusters
  Score: Raw -4568354.390937 + Penalty 5134.122703 = -4563220.268234
  nChanged 59
		SP:Iteration 30Q (1503.480000 sec): 3 clusters
  Score: Raw -4568367.244669 + Penalty 5134.122703 = -4563233.121966
  nChanged 50
		SP:Iteration 31Q (1503.580000 sec): 3 clusters
  Score: Raw -4568376.733998 + Penalty 5134.122703 = -4563242.611295
  nChanged 44
		SP:Iteration 32Q (1503.680000 sec): 3 clusters
  Score: Raw -4568386.098761 + Penalty 5134.122703 = -4563251.976058
  nChanged 46
		SP:Iteration 33Q (1503.790000 sec): 3 clusters
  Score: Raw -4568396.311898 + Penalty 5134.122703 = -4563262.189195
  nChanged 36
		SP:Iteration 34Q (1503.890000 sec): 3 clusters
  Score: Raw -4568405.921465 + Penalty 5134.122703 = -4563271.798762
  nChanged 35
		SP:Iteration 35Q (1503.990000 sec): 3 clusters
  Score: Raw -4568413.154289 + Penalty 5134.122703 = -4563279.031586
  nChanged 22
		SP:Iteration 36Q (1504.080000 sec): 3 clusters
  Score: Raw -4568416.717683 + Penalty 5134.122703 = -4563282.594980
  nChanged 23
		SP:Iteration 37Q (1504.180000 sec): 3 clusters
  Score: Raw -4568420.544947 + Penalty 5134.122703 = -4563286.422244
  nChanged 19
		SP:Iteration 38Q (1504.280000 sec): 3 clusters
  Score: Raw -4568424.248386 + Penalty 5134.122703 = -4563290.125683
  nChanged 23
		SP:Iteration 39Q (1504.380000 sec): 3 clusters
  Score: Raw -4568428.355294 + Penalty 5134.122703 = -4563294.232591
  nChanged 19
		SP:Iteration 40F (1504.500000 sec): 3 clusters
  Score: Raw -4568431.025702 + Penalty 5134.122703 = -4563296.902999
  nChanged 15
		SP:Iteration 41Q (1504.600000 sec): 3 clusters
  Score: Raw -4568433.470830 + Penalty 5134.122703 = -4563299.348127
  nChanged 10
		SP:Iteration 42Q (1504.700000 sec): 3 clusters
  Score: Raw -4568434.749004 + Penalty 5134.122703 = -4563300.626301
  nChanged 6
		SP:Iteration 43Q (1504.800000 sec): 3 clusters
  Score: Raw -4568435.573426 + Penalty 5134.122703 = -4563301.450723
  nChanged 5
		SP:Iteration 44Q (1504.900000 sec): 3 clusters
  Score: Raw -4568436.469729 + Penalty 5134.122703 = -4563302.347026
  nChanged 8
		SP:Iteration 45Q (1505.000000 sec): 3 clusters
  Score: Raw -4568438.183457 + Penalty 5134.122703 = -4563304.060754
  nChanged 7
		SP:Iteration 46Q (1505.100000 sec): 3 clusters
  Score: Raw -4568439.575979 + Penalty 5134.122703 = -4563305.453276
  nChanged 9
		SP:Iteration 47Q (1505.200000 sec): 3 clusters
  Score: Raw -4568441.043884 + Penalty 5134.122703 = -4563306.921181
  nChanged 11
		SP:Iteration 48Q (1505.300000 sec): 3 clusters
  Score: Raw -4568442.553665 + Penalty 5134.122703 = -4563308.430962
  nChanged 5
		SP:Iteration 49Q (1505.410000 sec): 3 clusters
  Score: Raw -4568443.097508 + Penalty 5134.122703 = -4563308.974805
  nChanged 2
		SP:Iteration 50Q (1505.510000 sec): 3 clusters
  Score: Raw -4568443.265587 + Penalty 5134.122703 = -4563309.142884
  nChanged 0
		SP:Iteration 51F (1505.640000 sec): 3 clusters
  Score: Raw -4568443.265587 + Penalty 5134.122703 = -4563309.142884
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.650000 sec): 2 clusters
  Score: Raw -52879.326026 + Penalty 1478.967677 = -51400.358349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.660000 sec): 3 clusters
  Score: Raw -53107.559135 + Penalty 2957.935354 = -50149.623781
  nChanged 70
		SP:Iteration 1F (1505.660000 sec): 3 clusters
  Score: Raw -53314.957610 + Penalty 2957.935354 = -50357.022255
  nChanged 27
		SP:Iteration 2F (1505.660000 sec): 3 clusters
  Score: Raw -53427.461603 + Penalty 2957.935354 = -50469.526249
  nChanged 14
		SP:Iteration 3Q (1505.660000 sec): 3 clusters
  Score: Raw -53499.386606 + Penalty 2957.935354 = -50541.451251
  nChanged 9
		SP:Iteration 4Q (1505.660000 sec): 3 clusters
  Score: Raw -53543.574960 + Penalty 2957.935354 = -50585.639606
  nChanged 7
		SP:Iteration 5Q (1505.660000 sec): 3 clusters
  Score: Raw -53566.152281 + Penalty 2957.935354 = -50608.216927
  nChanged 3
		SP:Iteration 6Q (1505.660000 sec): 3 clusters
  Score: Raw -53571.084325 + Penalty 2957.935354 = -50613.148970
  nChanged 3
		SP:Iteration 7Q (1505.670000 sec): 3 clusters
  Score: Raw -53579.723107 + Penalty 2957.935354 = -50621.787753
  nChanged 1
		SP:Iteration 8Q (1505.670000 sec): 3 clusters
  Score: Raw -53583.962409 + Penalty 2957.935354 = -50626.027054
  nChanged 2
		SP:Iteration 9Q (1505.670000 sec): 3 clusters
  Score: Raw -53596.004512 + Penalty 2957.935354 = -50638.069158
  nChanged 2
		SP:Iteration 10Q (1505.670000 sec): 3 clusters
  Score: Raw -53599.704008 + Penalty 2957.935354 = -50641.768653
  nChanged 0
		SP:Iteration 11F (1505.670000 sec): 3 clusters
  Score: Raw -53599.704008 + Penalty 2957.935354 = -50641.768653
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 23 (597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.680000 sec): 2 clusters
  Score: Raw -76864.745267 + Penalty 1585.195444 = -75279.549823
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.680000 sec): 3 clusters
  Score: Raw -76870.675729 + Penalty 3170.390888 = -73700.284841
  nChanged 132
		SP:Iteration 1F (1505.680000 sec): 3 clusters
  Score: Raw -77169.395089 + Penalty 3170.390888 = -73999.004201
  nChanged 32
		SP:Iteration 2F (1505.680000 sec): 3 clusters
  Score: Raw -77285.654149 + Penalty 3170.390888 = -74115.263261
  nChanged 18
		SP:Iteration 3Q (1505.690000 sec): 3 clusters
  Score: Raw -77406.885014 + Penalty 3170.390888 = -74236.494126
  nChanged 19
		SP:Iteration 4Q (1505.690000 sec): 3 clusters
  Score: Raw -77457.905943 + Penalty 3170.390888 = -74287.515055
  nChanged 15
		SP:Iteration 5Q (1505.690000 sec): 3 clusters
  Score: Raw -77494.904994 + Penalty 3170.390888 = -74324.514106
  nChanged 10
		SP:Iteration 6Q (1505.690000 sec): 3 clusters
  Score: Raw -77532.721753 + Penalty 3170.390888 = -74362.330865
  nChanged 10
		SP:Iteration 7Q (1505.700000 sec): 3 clusters
  Score: Raw -77589.985971 + Penalty 3170.390888 = -74419.595083
  nChanged 8
		SP:Iteration 8Q (1505.700000 sec): 3 clusters
  Score: Raw -77641.761503 + Penalty 3170.390888 = -74471.370615
  nChanged 9
		SP:Iteration 9Q (1505.700000 sec): 3 clusters
  Score: Raw -77667.056582 + Penalty 3170.390888 = -74496.665693
  nChanged 6
		SP:Iteration 10Q (1505.700000 sec): 3 clusters
  Score: Raw -77711.116417 + Penalty 3170.390888 = -74540.725529
  nChanged 2
		SP:Iteration 11Q (1505.700000 sec): 3 clusters
  Score: Raw -77739.627961 + Penalty 3170.390888 = -74569.237073
  nChanged 3
		SP:Iteration 12Q (1505.710000 sec): 3 clusters
  Score: Raw -77744.232903 + Penalty 3170.390888 = -74573.842015
  nChanged 3
		SP:Iteration 13Q (1505.710000 sec): 3 clusters
  Score: Raw -77748.661213 + Penalty 3170.390888 = -74578.270325
  nChanged 0
		SP:Iteration 14F (1505.710000 sec): 3 clusters
  Score: Raw -77748.661213 + Penalty 3170.390888 = -74578.270325
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1776 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.720000 sec): 2 clusters
  Score: Raw -255120.713604 + Penalty 1855.565493 = -253265.148111
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.730000 sec): 3 clusters
  Score: Raw -254493.197884 + Penalty 3711.130986 = -250782.066898
  nChanged 546
		SP:Iteration 1F (1505.740000 sec): 3 clusters
  Score: Raw -254900.813710 + Penalty 3711.130986 = -251189.682724
  nChanged 127
		SP:Iteration 2F (1505.740000 sec): 3 clusters
  Score: Raw -255014.480262 + Penalty 3711.130986 = -251303.349276
  nChanged 72
		SP:Iteration 3Q (1505.750000 sec): 3 clusters
  Score: Raw -255082.634658 + Penalty 3711.130986 = -251371.503672
  nChanged 52
		SP:Iteration 4Q (1505.760000 sec): 3 clusters
  Score: Raw -255142.203270 + Penalty 3711.130986 = -251431.072284
  nChanged 47
		SP:Iteration 5Q (1505.760000 sec): 3 clusters
  Score: Raw -255192.289717 + Penalty 3711.130986 = -251481.158731
  nChanged 49
		SP:Iteration 6Q (1505.770000 sec): 3 clusters
  Score: Raw -255245.902878 + Penalty 3711.130986 = -251534.771892
  nChanged 56
		SP:Iteration 7Q (1505.780000 sec): 3 clusters
  Score: Raw -255312.911491 + Penalty 3711.130986 = -251601.780505
  nChanged 52
		SP:Iteration 8Q (1505.780000 sec): 3 clusters
  Score: Raw -255371.265475 + Penalty 3711.130986 = -251660.134489
  nChanged 42
		SP:Iteration 9Q (1505.790000 sec): 3 clusters
  Score: Raw -255418.569787 + Penalty 3711.130986 = -251707.438800
  nChanged 44
		SP:Iteration 10Q (1505.800000 sec): 3 clusters
  Score: Raw -255457.816349 + Penalty 3711.130986 = -251746.685363
  nChanged 45
		SP:Iteration 11Q (1505.800000 sec): 3 clusters
  Score: Raw -255504.661164 + Penalty 3711.130986 = -251793.530178
  nChanged 34
		SP:Iteration 12Q (1505.810000 sec): 3 clusters
  Score: Raw -255541.973676 + Penalty 3711.130986 = -251830.842689
  nChanged 25
		SP:Iteration 13Q (1505.820000 sec): 3 clusters
  Score: Raw -255564.549750 + Penalty 3711.130986 = -251853.418763
  nChanged 20
		SP:Iteration 14Q (1505.820000 sec): 3 clusters
  Score: Raw -255588.112825 + Penalty 3711.130986 = -251876.981838
  nChanged 23
		SP:Iteration 15Q (1505.830000 sec): 3 clusters
  Score: Raw -255612.032067 + Penalty 3711.130986 = -251900.901081
  nChanged 34
		SP:Iteration 16Q (1505.840000 sec): 3 clusters
  Score: Raw -255654.115186 + Penalty 3711.130986 = -251942.984200
  nChanged 25
		SP:Iteration 17Q (1505.850000 sec): 3 clusters
  Score: Raw -255686.946759 + Penalty 3711.130986 = -251975.815773
  nChanged 21
		SP:Iteration 18Q (1505.860000 sec): 3 clusters
  Score: Raw -255701.668627 + Penalty 3711.130986 = -251990.537641
  nChanged 8
		SP:Iteration 19Q (1505.860000 sec): 3 clusters
  Score: Raw -255709.961522 + Penalty 3711.130986 = -251998.830536
  nChanged 9
		SP:Iteration 20F (1505.870000 sec): 3 clusters
  Score: Raw -255717.744558 + Penalty 3711.130986 = -252006.613572
  nChanged 7
		SP:Iteration 21Q (1505.880000 sec): 3 clusters
  Score: Raw -255723.186102 + Penalty 3711.130986 = -252012.055116
  nChanged 2
		SP:Iteration 22Q (1505.880000 sec): 3 clusters
  Score: Raw -255726.447307 + Penalty 3711.130986 = -252015.316321
  nChanged 2
		SP:Iteration 23Q (1505.890000 sec): 3 clusters
  Score: Raw -255727.275967 + Penalty 3711.130986 = -252016.144981
  nChanged 1
		SP:Iteration 24Q (1505.900000 sec): 3 clusters
  Score: Raw -255728.098380 + Penalty 3711.130986 = -252016.967394
  nChanged 0
		SP:Iteration 25F (1505.900000 sec): 3 clusters
  Score: Raw -255728.098380 + Penalty 3711.130986 = -252016.967394
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.910000 sec): 2 clusters
  Score: Raw -14653.617785 + Penalty 1235.934442 = -13417.683343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.910000 sec): 3 clusters
  Score: Raw -15106.457535 + Penalty 2471.868884 = -12634.588651
  nChanged 19
		SP:Iteration 1F (1505.910000 sec): 3 clusters
  Score: Raw -15264.622646 + Penalty 2471.868884 = -12792.753762
  nChanged 6
		SP:Iteration 2Q (1505.910000 sec): 3 clusters
  Score: Raw -15345.229421 + Penalty 2471.868884 = -12873.360536
  nChanged 2
		SP:Iteration 3Q (1505.910000 sec): 3 clusters
  Score: Raw -15401.091939 + Penalty 2471.868884 = -12929.223054
  nChanged 0
		SP:Iteration 4F (1505.910000 sec): 3 clusters
  Score: Raw -15401.091939 + Penalty 2471.868884 = -12929.223054
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.920000 sec): 2 clusters
  Score: Raw -129928.921108 + Penalty 1708.113038 = -128220.808070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.920000 sec): 3 clusters
  Score: Raw -129702.610105 + Penalty 3416.226076 = -126286.384029
  nChanged 220
		SP:Iteration 1F (1505.920000 sec): 3 clusters
  Score: Raw -129989.833810 + Penalty 3416.226076 = -126573.607735
  nChanged 81
		SP:Iteration 2F (1505.930000 sec): 3 clusters
  Score: Raw -130120.518913 + Penalty 3416.226076 = -126704.292837
  nChanged 54
		SP:Iteration 3F (1505.930000 sec): 3 clusters
  Score: Raw -130212.599268 + Penalty 3416.226076 = -126796.373193
  nChanged 40
		SP:Iteration 4Q (1505.940000 sec): 3 clusters
  Score: Raw -130280.239762 + Penalty 3416.226076 = -126864.013687
  nChanged 33
		SP:Iteration 5Q (1505.940000 sec): 3 clusters
  Score: Raw -130342.732506 + Penalty 3416.226076 = -126926.506430
  nChanged 34
		SP:Iteration 6Q (1505.940000 sec): 3 clusters
  Score: Raw -130435.636209 + Penalty 3416.226076 = -127019.410133
  nChanged 42
		SP:Iteration 7Q (1505.950000 sec): 3 clusters
  Score: Raw -130576.699801 + Penalty 3416.226076 = -127160.473725
  nChanged 42
		SP:Iteration 8Q (1505.950000 sec): 3 clusters
  Score: Raw -130706.277060 + Penalty 3416.226076 = -127290.050984
  nChanged 44
		SP:Iteration 9Q (1505.960000 sec): 3 clusters
  Score: Raw -130827.902830 + Penalty 3416.226076 = -127411.676755
  nChanged 39
		SP:Iteration 10Q (1505.960000 sec): 3 clusters
  Score: Raw -130977.352186 + Penalty 3416.226076 = -127561.126110
  nChanged 33
		SP:Iteration 11Q (1505.960000 sec): 3 clusters
  Score: Raw -131070.213279 + Penalty 3416.226076 = -127653.987204
  nChanged 27
		SP:Iteration 12Q (1505.960000 sec): 3 clusters
  Score: Raw -131174.882442 + Penalty 3416.226076 = -127758.656366
  nChanged 15
		SP:Iteration 13Q (1505.970000 sec): 3 clusters
  Score: Raw -131240.631434 + Penalty 3416.226076 = -127824.405358
  nChanged 13
		SP:Iteration 14Q (1505.970000 sec): 3 clusters
  Score: Raw -131282.875823 + Penalty 3416.226076 = -127866.649748
  nChanged 9
		SP:Iteration 15Q (1505.980000 sec): 3 clusters
  Score: Raw -131300.773320 + Penalty 3416.226076 = -127884.547245
  nChanged 1
		SP:Iteration 16Q (1505.980000 sec): 3 clusters
  Score: Raw -131301.759803 + Penalty 3416.226076 = -127885.533727
  nChanged 1
		SP:Iteration 17Q (1505.980000 sec): 3 clusters
  Score: Raw -131303.310186 + Penalty 3416.226076 = -127887.084110
  nChanged 1
		SP:Iteration 18Q (1505.980000 sec): 3 clusters
  Score: Raw -131303.845306 + Penalty 3416.226076 = -127887.619230
  nChanged 0
		SP:Iteration 19F (1505.990000 sec): 3 clusters
  Score: Raw -131303.845306 + Penalty 3416.226076 = -127887.619230
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (157701 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1506.580000 sec): 2 clusters
  Score: Raw -22886003.896056 + Penalty 2968.177116 = -22883035.718940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1507.220000 sec): 3 clusters
  Score: Raw -22783547.779910 + Penalty 5936.354233 = -22777611.425678
  nChanged 75483
		SP:Iteration 1F (1507.860000 sec): 3 clusters
  Score: Raw -22827175.381459 + Penalty 5936.354233 = -22821239.027227
  nChanged 5138
		SP:Iteration 2Q (1508.530000 sec): 3 clusters
  Score: Raw -22828580.297710 + Penalty 5936.354233 = -22822643.943478
  nChanged 5855
		SP:Iteration 3Q (1509.190000 sec): 3 clusters
  Score: Raw -22830570.696208 + Penalty 5936.354233 = -22824634.341976
  nChanged 6925
		SP:Iteration 4Q (1509.840000 sec): 3 clusters
  Score: Raw -22833556.737623 + Penalty 5936.354233 = -22827620.383391
  nChanged 8528
		SP:Iteration 5F (1510.470000 sec): 3 clusters
  Score: Raw -22838270.005010 + Penalty 5936.354233 = -22832333.650777
  nChanged 10574
		SP:Iteration 6F (1511.110000 sec): 3 clusters
  Score: Raw -22845647.978851 + Penalty 5936.354233 = -22839711.624618
  nChanged 11962
		SP:Iteration 7F (1511.750000 sec): 3 clusters
  Score: Raw -22855510.097964 + Penalty 5936.354233 = -22849573.743731
  nChanged 11526
		SP:Iteration 8F (1512.390000 sec): 3 clusters
  Score: Raw -22865863.688049 + Penalty 5936.354233 = -22859927.333816
  nChanged 9236
		SP:Iteration 9F (1513.020000 sec): 3 clusters
  Score: Raw -22874336.269916 + Penalty 5936.354233 = -22868399.915683
  nChanged 6186
		SP:Iteration 10Q (1513.600000 sec): 3 clusters
  Score: Raw -22879925.605398 + Penalty 5936.354233 = -22873989.251165
  nChanged 3629
		SP:Iteration 11Q (1514.130000 sec): 3 clusters
  Score: Raw -22883092.416466 + Penalty 5936.354233 = -22877156.062233
  nChanged 1895
		SP:Iteration 12Q (1514.630000 sec): 3 clusters
  Score: Raw -22884697.190996 + Penalty 5936.354233 = -22878760.836764
  nChanged 941
		SP:Iteration 13Q (1515.110000 sec): 3 clusters
  Score: Raw -22885476.453895 + Penalty 5936.354233 = -22879540.099662
  nChanged 468
		SP:Iteration 14Q (1515.580000 sec): 3 clusters
  Score: Raw -22885822.543471 + Penalty 5936.354233 = -22879886.189238
  nChanged 278
		SP:Iteration 15Q (1516.030000 sec): 3 clusters
  Score: Raw -22886016.363948 + Penalty 5936.354233 = -22880080.009715
  nChanged 196
		SP:Iteration 16Q (1516.480000 sec): 3 clusters
  Score: Raw -22886153.659831 + Penalty 5936.354233 = -22880217.305598
  nChanged 145
		SP:Iteration 17Q (1516.930000 sec): 3 clusters
  Score: Raw -22886260.814112 + Penalty 5936.354233 = -22880324.459880
  nChanged 104
		SP:Iteration 18Q (1517.380000 sec): 3 clusters
  Score: Raw -22886332.798499 + Penalty 5936.354233 = -22880396.444267
  nChanged 71
		SP:Iteration 19Q (1517.840000 sec): 3 clusters
  Score: Raw -22886372.708397 + Penalty 5936.354233 = -22880436.354164
  nChanged 55
		SP:Iteration 20F (1518.470000 sec): 3 clusters
  Score: Raw -22886406.971829 + Penalty 5936.354233 = -22880470.617596
  nChanged 40
		SP:Iteration 21Q (1518.920000 sec): 3 clusters
  Score: Raw -22886429.333388 + Penalty 5936.354233 = -22880492.979156
  nChanged 25
		SP:Iteration 22Q (1519.360000 sec): 3 clusters
  Score: Raw -22886446.008472 + Penalty 5936.354233 = -22880509.654239
  nChanged 29
		SP:Iteration 23Q (1519.800000 sec): 3 clusters
  Score: Raw -22886463.552455 + Penalty 5936.354233 = -22880527.198222
  nChanged 21
		SP:Iteration 24Q (1520.250000 sec): 3 clusters
  Score: Raw -22886474.843766 + Penalty 5936.354233 = -22880538.489533
  nChanged 27
		SP:Iteration 25Q (1520.700000 sec): 3 clusters
  Score: Raw -22886488.421475 + Penalty 5936.354233 = -22880552.067242
  nChanged 16
		SP:Iteration 26Q (1521.150000 sec): 3 clusters
  Score: Raw -22886496.118108 + Penalty 5936.354233 = -22880559.763875
  nChanged 14
		SP:Iteration 27Q (1521.600000 sec): 3 clusters
  Score: Raw -22886506.008594 + Penalty 5936.354233 = -22880569.654362
  nChanged 10
		SP:Iteration 28Q (1522.040000 sec): 3 clusters
  Score: Raw -22886510.798218 + Penalty 5936.354233 = -22880574.443985
  nChanged 6
		SP:Iteration 29Q (1522.480000 sec): 3 clusters
  Score: Raw -22886513.522288 + Penalty 5936.354233 = -22880577.168055
  nChanged 6
		SP:Iteration 30Q (1522.930000 sec): 3 clusters
  Score: Raw -22886516.248093 + Penalty 5936.354233 = -22880579.893860
  nChanged 2
		SP:Iteration 31Q (1523.370000 sec): 3 clusters
  Score: Raw -22886517.180878 + Penalty 5936.354233 = -22880580.826645
  nChanged 0
		SP:Iteration 32F (1524.000000 sec): 3 clusters
  Score: Raw -22886517.180878 + Penalty 5936.354233 = -22880580.826645
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1524.070000 sec): 2 clusters
  Score: Raw -19289.578445 + Penalty 1302.563810 = -17987.014635
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1524.070000 sec): 3 clusters
  Score: Raw -19577.041855 + Penalty 2605.127620 = -16971.914234
  nChanged 31
		SP:Iteration 1F (1524.070000 sec): 3 clusters
  Score: Raw -19965.199257 + Penalty 2605.127620 = -17360.071637
  nChanged 8
		SP:Iteration 2Q (1524.070000 sec): 3 clusters
  Score: Raw -20071.261979 + Penalty 2605.127620 = -17466.134359
  nChanged 1
		SP:Iteration 3Q (1524.080000 sec): 3 clusters
  Score: Raw -20149.183370 + Penalty 2605.127620 = -17544.055750
  nChanged 5
		SP:Iteration 4Q (1524.080000 sec): 3 clusters
  Score: Raw -20184.307937 + Penalty 2605.127620 = -17579.180317
  nChanged 3
		SP:Iteration 5Q (1524.080000 sec): 3 clusters
  Score: Raw -20208.847846 + Penalty 2605.127620 = -17603.720226
  nChanged 0
		SP:Iteration 6F (1524.080000 sec): 3 clusters
  Score: Raw -20208.847846 + Penalty 2605.127620 = -17603.720226
  nChanged 0
Deleting Class 33 (55 points): Lose 2524.662799 but Gain 3374.686117
Iteration 99Q (1533.110000 sec): 33 clusters
  Score: Raw -117601335.162607 + Penalty 107989.955754 = -117493345.206853
  nChanged 3654
Iteration 100F (1569.010000 sec): 33 clusters
  Score: Raw -117603633.208219 + Penalty 107989.955754 = -117495643.252466
  nChanged 2855
Iteration 101Q (1578.970000 sec): 33 clusters
  Score: Raw -117604454.468454 + Penalty 107989.955754 = -117496464.512701
  nChanged 2446
Iteration 102Q (1588.870000 sec): 33 clusters
  Score: Raw -117604923.875370 + Penalty 107989.955754 = -117496933.919617
  nChanged 2187
Iteration 103Q (1598.700000 sec): 33 clusters
  Score: Raw -117605229.967103 + Penalty 107989.955754 = -117497240.011349
  nChanged 2038
Iteration 104Q (1608.550000 sec): 33 clusters
  Score: Raw -117605457.366369 + Penalty 107989.955754 = -117497467.410615
  nChanged 1904
Iteration 105Q (1618.400000 sec): 33 clusters
  Score: Raw -117605672.371568 + Penalty 107989.955754 = -117497682.415814
  nChanged 1854
Iteration 106Q (1628.210000 sec): 33 clusters
  Score: Raw -117605898.831567 + Penalty 107989.955754 = -117497908.875814
  nChanged 1882
Iteration 107Q (1638.020000 sec): 33 clusters
  Score: Raw -117606128.637376 + Penalty 107989.955754 = -117498138.681622
  nChanged 1844
Iteration 108Q (1647.460000 sec): 33 clusters
  Score: Raw -117606351.191918 + Penalty 107989.955754 = -117498361.236164
  nChanged 1763
Iteration 109Q (1656.800000 sec): 33 clusters
  Score: Raw -117606549.713768 + Penalty 107989.955754 = -117498559.758014
  nChanged 1720
Iteration 110Q (1666.140000 sec): 33 clusters
  Score: Raw -117606769.691684 + Penalty 107989.955754 = -117498779.735930
  nChanged 1646
Iteration 111Q (1675.540000 sec): 33 clusters
  Score: Raw -117606965.977612 + Penalty 107989.955754 = -117498976.021858
  nChanged 1597
Iteration 112Q (1684.990000 sec): 33 clusters
  Score: Raw -117607181.727067 + Penalty 107989.955754 = -117499191.771314
  nChanged 1608
Iteration 113Q (1694.340000 sec): 33 clusters
  Score: Raw -117607355.826916 + Penalty 107989.955754 = -117499365.871162
  nChanged 1558
Iteration 114Q (1703.760000 sec): 33 clusters
  Score: Raw -117607545.926061 + Penalty 107989.955754 = -117499555.970307
  nChanged 1497
Iteration 115Q (1713.080000 sec): 33 clusters
  Score: Raw -117607713.124950 + Penalty 107989.955754 = -117499723.169196
  nChanged 1435
Iteration 116Q (1722.440000 sec): 33 clusters
  Score: Raw -117607849.237108 + Penalty 107989.955754 = -117499859.281354
  nChanged 1441
Iteration 117Q (1731.760000 sec): 33 clusters
  Score: Raw -117607974.533090 + Penalty 107989.955754 = -117499984.577336
  nChanged 1401
Iteration 118Q (1741.110000 sec): 33 clusters
  Score: Raw -117608089.209063 + Penalty 107989.955754 = -117500099.253310
  nChanged 1357
Iteration 119Q (1750.500000 sec): 33 clusters
  Score: Raw -117608198.541876 + Penalty 107989.955754 = -117500208.586122
  nChanged 1305
Iteration 120F (1785.410000 sec): 33 clusters
  Score: Raw -117608374.855988 + Penalty 107989.955754 = -117500384.900235
  nChanged 1285
Iteration 121Q (1794.810000 sec): 33 clusters
  Score: Raw -117608597.910886 + Penalty 107989.955754 = -117500607.955133
  nChanged 1151
Iteration 122Q (1804.230000 sec): 33 clusters
  Score: Raw -117608709.029788 + Penalty 107989.955754 = -117500719.074034
  nChanged 1172
Iteration 123Q (1813.570000 sec): 33 clusters
  Score: Raw -117608809.040295 + Penalty 107989.955754 = -117500819.084542
  nChanged 1105
Iteration 124Q (1822.900000 sec): 33 clusters
  Score: Raw -117608887.350415 + Penalty 107989.955754 = -117500897.394661
  nChanged 1077
Iteration 125Q (1832.210000 sec): 33 clusters
  Score: Raw -117608958.502484 + Penalty 107989.955754 = -117500968.546731
  nChanged 1033
Iteration 126Q (1841.550000 sec): 33 clusters
  Score: Raw -117609020.491564 + Penalty 107989.955754 = -117501030.535810
  nChanged 984
Iteration 127Q (1850.930000 sec): 33 clusters
  Score: Raw -117609080.320041 + Penalty 107989.955754 = -117501090.364287
  nChanged 901
Iteration 128Q (1860.260000 sec): 33 clusters
  Score: Raw -117609132.583095 + Penalty 107989.955754 = -117501142.627341
  nChanged 849
Iteration 129Q (1869.580000 sec): 33 clusters
  Score: Raw -117609180.870071 + Penalty 107989.955754 = -117501190.914317
  nChanged 819
Iteration 130Q (1878.940000 sec): 33 clusters
  Score: Raw -117609226.201677 + Penalty 107989.955754 = -117501236.245924
  nChanged 821
Iteration 131Q (1888.370000 sec): 33 clusters
  Score: Raw -117609269.381969 + Penalty 107989.955754 = -117501279.426215
  nChanged 765
Iteration 132Q (1898.310000 sec): 33 clusters
  Score: Raw -117609311.155764 + Penalty 107989.955754 = -117501321.200010
  nChanged 741
Iteration 133Q (1908.140000 sec): 33 clusters
  Score: Raw -117609347.469718 + Penalty 107989.955754 = -117501357.513964
  nChanged 686
Iteration 134Q (1916.420000 sec): 33 clusters
  Score: Raw -117609378.767976 + Penalty 107989.955754 = -117501388.812223
  nChanged 653
Iteration 135Q (1924.590000 sec): 33 clusters
  Score: Raw -117609408.107300 + Penalty 107989.955754 = -117501418.151546
  nChanged 630
Iteration 136Q (1932.510000 sec): 33 clusters
  Score: Raw -117609436.485850 + Penalty 107989.955754 = -117501446.530096
  nChanged 599
Iteration 137Q (1940.440000 sec): 33 clusters
  Score: Raw -117609462.687380 + Penalty 107989.955754 = -117501472.731627
  nChanged 572
Iteration 138Q (1948.330000 sec): 33 clusters
  Score: Raw -117609485.500876 + Penalty 107989.955754 = -117501495.545123
  nChanged 546
Writing temp clu file 
Because OldScore, -117501472.731627, is greater than current (better) Score,-117501495.545123 
 Compute initial score before splitting:   Score: Raw -117609485.500876 + Penalty 107989.955754 = -117501495.545123
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.480000 sec): 2 clusters
  Score: Raw -122761.033076 + Penalty 1666.315262 = -121094.717813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.480000 sec): 3 clusters
  Score: Raw -122584.455137 + Penalty 3332.630525 = -119251.824612
  nChanged 191
		SP:Iteration 1F (1948.490000 sec): 3 clusters
  Score: Raw -122830.838139 + Penalty 3332.630525 = -119498.207614
  nChanged 59
		SP:Iteration 2F (1948.490000 sec): 3 clusters
  Score: Raw -122920.339711 + Penalty 3332.630525 = -119587.709187
  nChanged 18
		SP:Iteration 3Q (1948.500000 sec): 3 clusters
  Score: Raw -122947.329868 + Penalty 3332.630525 = -119614.699343
  nChanged 11
		SP:Iteration 4Q (1948.500000 sec): 3 clusters
  Score: Raw -122965.399665 + Penalty 3332.630525 = -119632.769141
  nChanged 2
		SP:Iteration 5Q (1948.500000 sec): 3 clusters
  Score: Raw -122968.075764 + Penalty 3332.630525 = -119635.445239
  nChanged 3
		SP:Iteration 6Q (1948.500000 sec): 3 clusters
  Score: Raw -122973.226766 + Penalty 3332.630525 = -119640.596242
  nChanged 2
		SP:Iteration 7Q (1948.510000 sec): 3 clusters
  Score: Raw -122975.394227 + Penalty 3332.630525 = -119642.763702
  nChanged 1
		SP:Iteration 8Q (1948.510000 sec): 3 clusters
  Score: Raw -122978.285710 + Penalty 3332.630525 = -119645.655186
  nChanged 1
		SP:Iteration 9Q (1948.510000 sec): 3 clusters
  Score: Raw -122979.619761 + Penalty 3332.630525 = -119646.989237
  nChanged 0
		SP:Iteration 10F (1948.520000 sec): 3 clusters
  Score: Raw -122979.619761 + Penalty 3332.630525 = -119646.989237
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.520000 sec): 2 clusters
  Score: Raw -179904.369306 + Penalty 1762.234960 = -178142.134345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.530000 sec): 3 clusters
  Score: Raw -179558.160966 + Penalty 3524.469920 = -176033.691046
  nChanged 339
		SP:Iteration 1F (1948.530000 sec): 3 clusters
  Score: Raw -179955.082612 + Penalty 3524.469920 = -176430.612692
  nChanged 95
		SP:Iteration 2F (1948.540000 sec): 3 clusters
  Score: Raw -180117.788638 + Penalty 3524.469920 = -176593.318718
  nChanged 73
		SP:Iteration 3F (1948.540000 sec): 3 clusters
  Score: Raw -180234.076097 + Penalty 3524.469920 = -176709.606177
  nChanged 55
		SP:Iteration 4Q (1948.550000 sec): 3 clusters
  Score: Raw -180325.891170 + Penalty 3524.469920 = -176801.421250
  nChanged 54
		SP:Iteration 5Q (1948.550000 sec): 3 clusters
  Score: Raw -180434.509505 + Penalty 3524.469920 = -176910.039585
  nChanged 42
		SP:Iteration 6Q (1948.560000 sec): 3 clusters
  Score: Raw -180511.603525 + Penalty 3524.469920 = -176987.133605
  nChanged 31
		SP:Iteration 7Q (1948.560000 sec): 3 clusters
  Score: Raw -180560.030250 + Penalty 3524.469920 = -177035.560330
  nChanged 22
		SP:Iteration 8Q (1948.560000 sec): 3 clusters
  Score: Raw -180590.635345 + Penalty 3524.469920 = -177066.165424
  nChanged 12
		SP:Iteration 9Q (1948.570000 sec): 3 clusters
  Score: Raw -180605.850145 + Penalty 3524.469920 = -177081.380225
  nChanged 4
		SP:Iteration 10Q (1948.580000 sec): 3 clusters
  Score: Raw -180613.314043 + Penalty 3524.469920 = -177088.844122
  nChanged 5
		SP:Iteration 11Q (1948.580000 sec): 3 clusters
  Score: Raw -180618.747225 + Penalty 3524.469920 = -177094.277304
  nChanged 4
		SP:Iteration 12Q (1948.580000 sec): 3 clusters
  Score: Raw -180623.706051 + Penalty 3524.469920 = -177099.236130
  nChanged 3
		SP:Iteration 13Q (1948.590000 sec): 3 clusters
  Score: Raw -180628.356503 + Penalty 3524.469920 = -177103.886583
  nChanged 3
		SP:Iteration 14Q (1948.590000 sec): 3 clusters
  Score: Raw -180631.257036 + Penalty 3524.469920 = -177106.787116
  nChanged 4
		SP:Iteration 15Q (1948.600000 sec): 3 clusters
  Score: Raw -180636.594247 + Penalty 3524.469920 = -177112.124327
  nChanged 2
		SP:Iteration 16Q (1948.600000 sec): 3 clusters
  Score: Raw -180638.301494 + Penalty 3524.469920 = -177113.831574
  nChanged 2
		SP:Iteration 17Q (1948.600000 sec): 3 clusters
  Score: Raw -180639.875530 + Penalty 3524.469920 = -177115.405610
  nChanged 0
		SP:Iteration 18F (1948.610000 sec): 3 clusters
  Score: Raw -180639.875530 + Penalty 3524.469920 = -177115.405610
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.610000 sec): 2 clusters
  Score: Raw -23069.023176 + Penalty 1302.563810 = -21766.459365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.610000 sec): 3 clusters
  Score: Raw -23468.295910 + Penalty 2605.127620 = -20863.168290
  nChanged 30
		SP:Iteration 1F (1948.620000 sec): 3 clusters
  Score: Raw -23660.517092 + Penalty 2605.127620 = -21055.389472
  nChanged 3
		SP:Iteration 2Q (1948.620000 sec): 3 clusters
  Score: Raw -23678.801711 + Penalty 2605.127620 = -21073.674091
  nChanged 3
		SP:Iteration 3Q (1948.620000 sec): 3 clusters
  Score: Raw -23698.415717 + Penalty 2605.127620 = -21093.288097
  nChanged 0
		SP:Iteration 4F (1948.620000 sec): 3 clusters
  Score: Raw -23698.415717 + Penalty 2605.127620 = -21093.288097
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (1799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.620000 sec): 2 clusters
  Score: Raw -263929.950123 + Penalty 1858.756586 = -262071.193537
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.630000 sec): 3 clusters
  Score: Raw -263313.669945 + Penalty 3717.513172 = -259596.156773
  nChanged 566
		SP:Iteration 1F (1948.640000 sec): 3 clusters
  Score: Raw -263730.088507 + Penalty 3717.513172 = -260012.575335
  nChanged 125
		SP:Iteration 2F (1948.650000 sec): 3 clusters
  Score: Raw -263832.817267 + Penalty 3717.513172 = -260115.304095
  nChanged 56
		SP:Iteration 3Q (1948.650000 sec): 3 clusters
  Score: Raw -263875.909010 + Penalty 3717.513172 = -260158.395838
  nChanged 37
		SP:Iteration 4Q (1948.660000 sec): 3 clusters
  Score: Raw -263906.370235 + Penalty 3717.513172 = -260188.857063
  nChanged 24
		SP:Iteration 5Q (1948.670000 sec): 3 clusters
  Score: Raw -263922.328927 + Penalty 3717.513172 = -260204.815755
  nChanged 23
		SP:Iteration 6Q (1948.680000 sec): 3 clusters
  Score: Raw -263940.306797 + Penalty 3717.513172 = -260222.793625
  nChanged 15
		SP:Iteration 7Q (1948.680000 sec): 3 clusters
  Score: Raw -263950.265884 + Penalty 3717.513172 = -260232.752712
  nChanged 12
		SP:Iteration 8Q (1948.690000 sec): 3 clusters
  Score: Raw -263957.777165 + Penalty 3717.513172 = -260240.263993
  nChanged 7
		SP:Iteration 9Q (1948.700000 sec): 3 clusters
  Score: Raw -263964.085277 + Penalty 3717.513172 = -260246.572105
  nChanged 8
		SP:Iteration 10Q (1948.700000 sec): 3 clusters
  Score: Raw -263968.763969 + Penalty 3717.513172 = -260251.250797
  nChanged 9
		SP:Iteration 11Q (1948.710000 sec): 3 clusters
  Score: Raw -263975.964076 + Penalty 3717.513172 = -260258.450904
  nChanged 7
		SP:Iteration 12Q (1948.720000 sec): 3 clusters
  Score: Raw -263980.264560 + Penalty 3717.513172 = -260262.751388
  nChanged 6
		SP:Iteration 13Q (1948.720000 sec): 3 clusters
  Score: Raw -263984.638158 + Penalty 3717.513172 = -260267.124986
  nChanged 9
		SP:Iteration 14Q (1948.730000 sec): 3 clusters
  Score: Raw -263991.788326 + Penalty 3717.513172 = -260274.275154
  nChanged 8
		SP:Iteration 15Q (1948.740000 sec): 3 clusters
  Score: Raw -263997.842809 + Penalty 3717.513172 = -260280.329637
  nChanged 6
		SP:Iteration 16Q (1948.740000 sec): 3 clusters
  Score: Raw -264000.793648 + Penalty 3717.513172 = -260283.280476
  nChanged 3
		SP:Iteration 17Q (1948.750000 sec): 3 clusters
  Score: Raw -264002.307114 + Penalty 3717.513172 = -260284.793942
  nChanged 4
		SP:Iteration 18Q (1948.760000 sec): 3 clusters
  Score: Raw -264004.342043 + Penalty 3717.513172 = -260286.828871
  nChanged 5
		SP:Iteration 19Q (1948.760000 sec): 3 clusters
  Score: Raw -264007.813814 + Penalty 3717.513172 = -260290.300642
  nChanged 5
		SP:Iteration 20F (1948.770000 sec): 3 clusters
  Score: Raw -264011.262733 + Penalty 3717.513172 = -260293.749561
  nChanged 5
		SP:Iteration 21Q (1948.780000 sec): 3 clusters
  Score: Raw -264013.529379 + Penalty 3717.513172 = -260296.016207
  nChanged 0
		SP:Iteration 22F (1948.790000 sec): 3 clusters
  Score: Raw -264013.529379 + Penalty 3717.513172 = -260296.016207
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.790000 sec): 2 clusters
  Score: Raw -74510.919430 + Penalty 1556.607585 = -72954.311845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.790000 sec): 3 clusters
  Score: Raw -74570.559582 + Penalty 3113.215171 = -71457.344411
  nChanged 97
		SP:Iteration 1F (1948.800000 sec): 3 clusters
  Score: Raw -74714.980255 + Penalty 3113.215171 = -71601.765084
  nChanged 13
		SP:Iteration 2Q (1948.800000 sec): 3 clusters
  Score: Raw -74749.455089 + Penalty 3113.215171 = -71636.239918
  nChanged 10
		SP:Iteration 3Q (1948.800000 sec): 3 clusters
  Score: Raw -74776.693986 + Penalty 3113.215171 = -71663.478815
  nChanged 6
		SP:Iteration 4Q (1948.800000 sec): 3 clusters
  Score: Raw -74784.207336 + Penalty 3113.215171 = -71670.992166
  nChanged 0
		SP:Iteration 5F (1948.800000 sec): 3 clusters
  Score: Raw -74784.207336 + Penalty 3113.215171 = -71670.992166
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17742 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.880000 sec): 2 clusters
  Score: Raw -2450377.827892 + Penalty 2426.355117 = -2447951.472775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.950000 sec): 3 clusters
  Score: Raw -2440132.560776 + Penalty 4852.710235 = -2435279.850541
  nChanged 7804
		SP:Iteration 1F (1949.020000 sec): 3 clusters
  Score: Raw -2444488.012558 + Penalty 4852.710235 = -2439635.302323
  nChanged 1085
		SP:Iteration 2F (1949.100000 sec): 3 clusters
  Score: Raw -2445054.433371 + Penalty 4852.710235 = -2440201.723136
  nChanged 1033
		SP:Iteration 3F (1949.170000 sec): 3 clusters
  Score: Raw -2445653.964421 + Penalty 4852.710235 = -2440801.254187
  nChanged 1045
		SP:Iteration 4F (1949.240000 sec): 3 clusters
  Score: Raw -2446366.813202 + Penalty 4852.710235 = -2441514.102968
  nChanged 1094
		SP:Iteration 5F (1949.310000 sec): 3 clusters
  Score: Raw -2447126.813230 + Penalty 4852.710235 = -2442274.102996
  nChanged 1076
		SP:Iteration 6F (1949.380000 sec): 3 clusters
  Score: Raw -2447917.881384 + Penalty 4852.710235 = -2443065.171150
  nChanged 994
		SP:Iteration 7F (1949.460000 sec): 3 clusters
  Score: Raw -2448656.371503 + Penalty 4852.710235 = -2443803.661269
  nChanged 831
		SP:Iteration 8Q (1949.530000 sec): 3 clusters
  Score: Raw -2449293.755412 + Penalty 4852.710235 = -2444441.045177
  nChanged 739
		SP:Iteration 9Q (1949.600000 sec): 3 clusters
  Score: Raw -2449778.258028 + Penalty 4852.710235 = -2444925.547794
  nChanged 565
		SP:Iteration 10Q (1949.670000 sec): 3 clusters
  Score: Raw -2450065.627063 + Penalty 4852.710235 = -2445212.916829
  nChanged 377
		SP:Iteration 11Q (1949.740000 sec): 3 clusters
  Score: Raw -2450212.449090 + Penalty 4852.710235 = -2445359.738855
  nChanged 251
		SP:Iteration 12Q (1949.810000 sec): 3 clusters
  Score: Raw -2450286.251026 + Penalty 4852.710235 = -2445433.540791
  nChanged 170
		SP:Iteration 13Q (1949.880000 sec): 3 clusters
  Score: Raw -2450327.878917 + Penalty 4852.710235 = -2445475.168683
  nChanged 132
		SP:Iteration 14Q (1949.940000 sec): 3 clusters
  Score: Raw -2450360.655961 + Penalty 4852.710235 = -2445507.945727
  nChanged 115
		SP:Iteration 15Q (1950.010000 sec): 3 clusters
  Score: Raw -2450394.167371 + Penalty 4852.710235 = -2445541.457137
  nChanged 122
		SP:Iteration 16Q (1950.070000 sec): 3 clusters
  Score: Raw -2450427.396162 + Penalty 4852.710235 = -2445574.685927
  nChanged 103
		SP:Iteration 17Q (1950.130000 sec): 3 clusters
  Score: Raw -2450451.502585 + Penalty 4852.710235 = -2445598.792350
  nChanged 89
		SP:Iteration 18Q (1950.190000 sec): 3 clusters
  Score: Raw -2450469.420976 + Penalty 4852.710235 = -2445616.710741
  nChanged 86
		SP:Iteration 19Q (1950.250000 sec): 3 clusters
  Score: Raw -2450486.917746 + Penalty 4852.710235 = -2445634.207511
  nChanged 80
		SP:Iteration 20F (1950.310000 sec): 3 clusters
  Score: Raw -2450500.847311 + Penalty 4852.710235 = -2445648.137076
  nChanged 73
		SP:Iteration 21Q (1950.370000 sec): 3 clusters
  Score: Raw -2450513.368525 + Penalty 4852.710235 = -2445660.658290
  nChanged 61
		SP:Iteration 22Q (1950.430000 sec): 3 clusters
  Score: Raw -2450523.910924 + Penalty 4852.710235 = -2445671.200690
  nChanged 54
		SP:Iteration 23Q (1950.490000 sec): 3 clusters
  Score: Raw -2450533.108228 + Penalty 4852.710235 = -2445680.397993
  nChanged 55
		SP:Iteration 24Q (1950.550000 sec): 3 clusters
  Score: Raw -2450543.247808 + Penalty 4852.710235 = -2445690.537573
  nChanged 45
		SP:Iteration 25Q (1950.610000 sec): 3 clusters
  Score: Raw -2450550.686741 + Penalty 4852.710235 = -2445697.976506
  nChanged 34
		SP:Iteration 26Q (1950.670000 sec): 3 clusters
  Score: Raw -2450556.469434 + Penalty 4852.710235 = -2445703.759200
  nChanged 33
		SP:Iteration 27Q (1950.730000 sec): 3 clusters
  Score: Raw -2450561.487419 + Penalty 4852.710235 = -2445708.777184
  nChanged 30
		SP:Iteration 28Q (1950.790000 sec): 3 clusters
  Score: Raw -2450565.572900 + Penalty 4852.710235 = -2445712.862665
  nChanged 27
		SP:Iteration 29Q (1950.840000 sec): 3 clusters
  Score: Raw -2450568.738584 + Penalty 4852.710235 = -2445716.028349
  nChanged 23
		SP:Iteration 30Q (1950.900000 sec): 3 clusters
  Score: Raw -2450571.581164 + Penalty 4852.710235 = -2445718.870929
  nChanged 15
		SP:Iteration 31Q (1950.960000 sec): 3 clusters
  Score: Raw -2450573.261941 + Penalty 4852.710235 = -2445720.551706
  nChanged 17
		SP:Iteration 32Q (1951.020000 sec): 3 clusters
  Score: Raw -2450574.720513 + Penalty 4852.710235 = -2445722.010279
  nChanged 14
		SP:Iteration 33Q (1951.080000 sec): 3 clusters
  Score: Raw -2450575.964278 + Penalty 4852.710235 = -2445723.254043
  nChanged 17
		SP:Iteration 34Q (1951.140000 sec): 3 clusters
  Score: Raw -2450577.696330 + Penalty 4852.710235 = -2445724.986095
  nChanged 16
		SP:Iteration 35Q (1951.200000 sec): 3 clusters
  Score: Raw -2450579.514559 + Penalty 4852.710235 = -2445726.804324
  nChanged 11
		SP:Iteration 36Q (1951.260000 sec): 3 clusters
  Score: Raw -2450580.913396 + Penalty 4852.710235 = -2445728.203161
  nChanged 17
		SP:Iteration 37Q (1951.320000 sec): 3 clusters
  Score: Raw -2450582.930685 + Penalty 4852.710235 = -2445730.220450
  nChanged 16
		SP:Iteration 38Q (1951.380000 sec): 3 clusters
  Score: Raw -2450584.984883 + Penalty 4852.710235 = -2445732.274648
  nChanged 19
		SP:Iteration 39Q (1951.440000 sec): 3 clusters
  Score: Raw -2450587.377420 + Penalty 4852.710235 = -2445734.667186
  nChanged 19
		SP:Iteration 40F (1951.500000 sec): 3 clusters
  Score: Raw -2450590.031585 + Penalty 4852.710235 = -2445737.321350
  nChanged 30
		SP:Iteration 41Q (1951.560000 sec): 3 clusters
  Score: Raw -2450594.200474 + Penalty 4852.710235 = -2445741.490239
  nChanged 32
		SP:Iteration 42Q (1951.620000 sec): 3 clusters
  Score: Raw -2450598.651168 + Penalty 4852.710235 = -2445745.940933
  nChanged 28
		SP:Iteration 43Q (1951.680000 sec): 3 clusters
  Score: Raw -2450602.496432 + Penalty 4852.710235 = -2445749.786197
  nChanged 29
		SP:Iteration 44Q (1951.730000 sec): 3 clusters
  Score: Raw -2450606.729651 + Penalty 4852.710235 = -2445754.019416
  nChanged 24
		SP:Iteration 45Q (1951.790000 sec): 3 clusters
  Score: Raw -2450609.441103 + Penalty 4852.710235 = -2445756.730868
  nChanged 27
		SP:Iteration 46Q (1951.850000 sec): 3 clusters
  Score: Raw -2450613.026077 + Penalty 4852.710235 = -2445760.315843
  nChanged 18
		SP:Iteration 47Q (1951.910000 sec): 3 clusters
  Score: Raw -2450615.332158 + Penalty 4852.710235 = -2445762.621924
  nChanged 24
		SP:Iteration 48Q (1951.970000 sec): 3 clusters
  Score: Raw -2450618.663737 + Penalty 4852.710235 = -2445765.953503
  nChanged 14
		SP:Iteration 49Q (1952.030000 sec): 3 clusters
  Score: Raw -2450620.601976 + Penalty 4852.710235 = -2445767.891741
  nChanged 14
		SP:Iteration 50Q (1952.090000 sec): 3 clusters
  Score: Raw -2450622.128231 + Penalty 4852.710235 = -2445769.417997
  nChanged 10
		SP:Iteration 51Q (1952.150000 sec): 3 clusters
  Score: Raw -2450623.553854 + Penalty 4852.710235 = -2445770.843619
  nChanged 12
		SP:Iteration 52Q (1952.200000 sec): 3 clusters
  Score: Raw -2450625.665676 + Penalty 4852.710235 = -2445772.955442
  nChanged 18
		SP:Iteration 53Q (1952.260000 sec): 3 clusters
  Score: Raw -2450628.807578 + Penalty 4852.710235 = -2445776.097344
  nChanged 16
		SP:Iteration 54Q (1952.320000 sec): 3 clusters
  Score: Raw -2450631.316380 + Penalty 4852.710235 = -2445778.606145
  nChanged 17
		SP:Iteration 55Q (1952.380000 sec): 3 clusters
  Score: Raw -2450633.832652 + Penalty 4852.710235 = -2445781.122417
  nChanged 14
		SP:Iteration 56Q (1952.440000 sec): 3 clusters
  Score: Raw -2450635.568950 + Penalty 4852.710235 = -2445782.858716
  nChanged 14
		SP:Iteration 57Q (1952.500000 sec): 3 clusters
  Score: Raw -2450637.545969 + Penalty 4852.710235 = -2445784.835734
  nChanged 18
		SP:Iteration 58Q (1952.560000 sec): 3 clusters
  Score: Raw -2450639.745101 + Penalty 4852.710235 = -2445787.034866
  nChanged 23
		SP:Iteration 59Q (1952.620000 sec): 3 clusters
  Score: Raw -2450642.123275 + Penalty 4852.710235 = -2445789.413040
  nChanged 24
		SP:Iteration 60F (1952.680000 sec): 3 clusters
  Score: Raw -2450645.014497 + Penalty 4852.710235 = -2445792.304262
  nChanged 21
		SP:Iteration 61Q (1952.740000 sec): 3 clusters
  Score: Raw -2450647.938056 + Penalty 4852.710235 = -2445795.227822
  nChanged 22
		SP:Iteration 62Q (1952.800000 sec): 3 clusters
  Score: Raw -2450651.331196 + Penalty 4852.710235 = -2445798.620961
  nChanged 20
		SP:Iteration 63Q (1952.860000 sec): 3 clusters
  Score: Raw -2450653.792697 + Penalty 4852.710235 = -2445801.082463
  nChanged 14
		SP:Iteration 64Q (1952.920000 sec): 3 clusters
  Score: Raw -2450655.420919 + Penalty 4852.710235 = -2445802.710684
  nChanged 21
		SP:Iteration 65Q (1952.980000 sec): 3 clusters
  Score: Raw -2450657.306683 + Penalty 4852.710235 = -2445804.596448
  nChanged 18
		SP:Iteration 66Q (1953.040000 sec): 3 clusters
  Score: Raw -2450659.135051 + Penalty 4852.710235 = -2445806.424817
  nChanged 18
		SP:Iteration 67Q (1953.100000 sec): 3 clusters
  Score: Raw -2450661.810833 + Penalty 4852.710235 = -2445809.100599
  nChanged 17
		SP:Iteration 68Q (1953.150000 sec): 3 clusters
  Score: Raw -2450664.187777 + Penalty 4852.710235 = -2445811.477543
  nChanged 22
		SP:Iteration 69Q (1953.210000 sec): 3 clusters
  Score: Raw -2450667.483541 + Penalty 4852.710235 = -2445814.773306
  nChanged 24
		SP:Iteration 70Q (1953.270000 sec): 3 clusters
  Score: Raw -2450671.338922 + Penalty 4852.710235 = -2445818.628687
  nChanged 26
		SP:Iteration 71Q (1953.330000 sec): 3 clusters
  Score: Raw -2450675.781209 + Penalty 4852.710235 = -2445823.070975
  nChanged 26
		SP:Iteration 72Q (1953.380000 sec): 3 clusters
  Score: Raw -2450679.687892 + Penalty 4852.710235 = -2445826.977657
  nChanged 21
		SP:Iteration 73Q (1953.440000 sec): 3 clusters
  Score: Raw -2450683.210822 + Penalty 4852.710235 = -2445830.500587
  nChanged 26
		SP:Iteration 74Q (1953.500000 sec): 3 clusters
  Score: Raw -2450687.402034 + Penalty 4852.710235 = -2445834.691799
  nChanged 27
		SP:Iteration 75Q (1953.560000 sec): 3 clusters
  Score: Raw -2450693.735940 + Penalty 4852.710235 = -2445841.025705
  nChanged 31
		SP:Iteration 76Q (1953.620000 sec): 3 clusters
  Score: Raw -2450698.637271 + Penalty 4852.710235 = -2445845.927036
  nChanged 27
		SP:Iteration 77Q (1953.680000 sec): 3 clusters
  Score: Raw -2450702.515893 + Penalty 4852.710235 = -2445849.805658
  nChanged 30
		SP:Iteration 78Q (1953.730000 sec): 3 clusters
  Score: Raw -2450707.550181 + Penalty 4852.710235 = -2445854.839947
  nChanged 26
		SP:Iteration 79Q (1953.790000 sec): 3 clusters
  Score: Raw -2450713.590018 + Penalty 4852.710235 = -2445860.879783
  nChanged 34
		SP:Iteration 80F (1953.850000 sec): 3 clusters
  Score: Raw -2450719.579372 + Penalty 4852.710235 = -2445866.869138
  nChanged 33
		SP:Iteration 81Q (1953.910000 sec): 3 clusters
  Score: Raw -2450725.558360 + Penalty 4852.710235 = -2445872.848125
  nChanged 37
		SP:Iteration 82Q (1953.970000 sec): 3 clusters
  Score: Raw -2450732.581026 + Penalty 4852.710235 = -2445879.870791
  nChanged 39
		SP:Iteration 83Q (1954.030000 sec): 3 clusters
  Score: Raw -2450742.663391 + Penalty 4852.710235 = -2445889.953156
  nChanged 48
		SP:Iteration 84Q (1954.090000 sec): 3 clusters
  Score: Raw -2450751.425428 + Penalty 4852.710235 = -2445898.715193
  nChanged 39
		SP:Iteration 85Q (1954.140000 sec): 3 clusters
  Score: Raw -2450758.334816 + Penalty 4852.710235 = -2445905.624581
  nChanged 29
		SP:Iteration 86Q (1954.200000 sec): 3 clusters
  Score: Raw -2450763.132205 + Penalty 4852.710235 = -2445910.421971
  nChanged 19
		SP:Iteration 87Q (1954.260000 sec): 3 clusters
  Score: Raw -2450765.785210 + Penalty 4852.710235 = -2445913.074976
  nChanged 14
		SP:Iteration 88Q (1954.320000 sec): 3 clusters
  Score: Raw -2450768.206852 + Penalty 4852.710235 = -2445915.496618
  nChanged 16
		SP:Iteration 89Q (1954.370000 sec): 3 clusters
  Score: Raw -2450770.583502 + Penalty 4852.710235 = -2445917.873267
  nChanged 18
		SP:Iteration 90Q (1954.430000 sec): 3 clusters
  Score: Raw -2450773.198764 + Penalty 4852.710235 = -2445920.488530
  nChanged 19
		SP:Iteration 91Q (1954.480000 sec): 3 clusters
  Score: Raw -2450775.576873 + Penalty 4852.710235 = -2445922.866638
  nChanged 20
		SP:Iteration 92Q (1954.540000 sec): 3 clusters
  Score: Raw -2450778.260061 + Penalty 4852.710235 = -2445925.549826
  nChanged 23
		SP:Iteration 93Q (1954.600000 sec): 3 clusters
  Score: Raw -2450782.612515 + Penalty 4852.710235 = -2445929.902280
  nChanged 29
		SP:Iteration 94Q (1954.660000 sec): 3 clusters
  Score: Raw -2450789.051392 + Penalty 4852.710235 = -2445936.341157
  nChanged 28
		SP:Iteration 95Q (1954.720000 sec): 3 clusters
  Score: Raw -2450794.762829 + Penalty 4852.710235 = -2445942.052594
  nChanged 32
		SP:Iteration 96Q (1954.770000 sec): 3 clusters
  Score: Raw -2450799.979352 + Penalty 4852.710235 = -2445947.269117
  nChanged 27
		SP:Iteration 97Q (1954.830000 sec): 3 clusters
  Score: Raw -2450803.517545 + Penalty 4852.710235 = -2445950.807310
  nChanged 33
		SP:Iteration 98Q (1954.880000 sec): 3 clusters
  Score: Raw -2450808.763931 + Penalty 4852.710235 = -2445956.053696
  nChanged 34
		SP:Iteration 99Q (1954.940000 sec): 3 clusters
  Score: Raw -2450814.190214 + Penalty 4852.710235 = -2445961.479980
  nChanged 21
		SP:Iteration 100F (1955.010000 sec): 3 clusters
  Score: Raw -2450817.811420 + Penalty 4852.710235 = -2445965.101186
  nChanged 29
		SP:Iteration 101Q (1955.060000 sec): 3 clusters
  Score: Raw -2450822.706278 + Penalty 4852.710235 = -2445969.996043
  nChanged 31
		SP:Iteration 102Q (1955.120000 sec): 3 clusters
  Score: Raw -2450829.138863 + Penalty 4852.710235 = -2445976.428629
  nChanged 46
		SP:Iteration 103Q (1955.180000 sec): 3 clusters
  Score: Raw -2450837.228489 + Penalty 4852.710235 = -2445984.518254
  nChanged 38
		SP:Iteration 104Q (1955.230000 sec): 3 clusters
  Score: Raw -2450844.898547 + Penalty 4852.710235 = -2445992.188312
  nChanged 37
		SP:Iteration 105Q (1955.290000 sec): 3 clusters
  Score: Raw -2450854.142941 + Penalty 4852.710235 = -2446001.432707
  nChanged 40
		SP:Iteration 106Q (1955.340000 sec): 3 clusters
  Score: Raw -2450861.889256 + Penalty 4852.710235 = -2446009.179021
  nChanged 35
		SP:Iteration 107Q (1955.400000 sec): 3 clusters
  Score: Raw -2450870.011360 + Penalty 4852.710235 = -2446017.301125
  nChanged 42
		SP:Iteration 108Q (1955.460000 sec): 3 clusters
  Score: Raw -2450877.775709 + Penalty 4852.710235 = -2446025.065475
  nChanged 39
		SP:Iteration 109Q (1955.520000 sec): 3 clusters
  Score: Raw -2450885.886414 + Penalty 4852.710235 = -2446033.176179
  nChanged 42
		SP:Iteration 110Q (1955.570000 sec): 3 clusters
  Score: Raw -2450894.244864 + Penalty 4852.710235 = -2446041.534629
  nChanged 43
		SP:Iteration 111Q (1955.630000 sec): 3 clusters
  Score: Raw -2450903.711241 + Penalty 4852.710235 = -2446051.001007
  nChanged 45
		SP:Iteration 112Q (1955.680000 sec): 3 clusters
  Score: Raw -2450917.704137 + Penalty 4852.710235 = -2446064.993902
  nChanged 53
		SP:Iteration 113Q (1955.740000 sec): 3 clusters
  Score: Raw -2450932.751464 + Penalty 4852.710235 = -2446080.041230
  nChanged 63
		SP:Iteration 114Q (1955.800000 sec): 3 clusters
  Score: Raw -2450951.421347 + Penalty 4852.710235 = -2446098.711112
  nChanged 64
		SP:Iteration 115Q (1955.850000 sec): 3 clusters
  Score: Raw -2450969.446023 + Penalty 4852.710235 = -2446116.735788
  nChanged 55
		SP:Iteration 116Q (1955.910000 sec): 3 clusters
  Score: Raw -2450982.926038 + Penalty 4852.710235 = -2446130.215804
  nChanged 44
		SP:Iteration 117Q (1955.960000 sec): 3 clusters
  Score: Raw -2450994.826830 + Penalty 4852.710235 = -2446142.116596
  nChanged 55
		SP:Iteration 118Q (1956.010000 sec): 3 clusters
  Score: Raw -2451008.864392 + Penalty 4852.710235 = -2446156.154157
  nChanged 56
		SP:Iteration 119Q (1956.070000 sec): 3 clusters
  Score: Raw -2451025.099203 + Penalty 4852.710235 = -2446172.388968
  nChanged 62
		SP:Iteration 120F (1956.130000 sec): 3 clusters
  Score: Raw -2451043.893301 + Penalty 4852.710235 = -2446191.183066
  nChanged 62
		SP:Iteration 121Q (1956.190000 sec): 3 clusters
  Score: Raw -2451059.531463 + Penalty 4852.710235 = -2446206.821228
  nChanged 62
		SP:Iteration 122Q (1956.240000 sec): 3 clusters
  Score: Raw -2451077.170006 + Penalty 4852.710235 = -2446224.459771
  nChanged 65
		SP:Iteration 123Q (1956.300000 sec): 3 clusters
  Score: Raw -2451094.597628 + Penalty 4852.710235 = -2446241.887394
  nChanged 57
		SP:Iteration 124Q (1956.350000 sec): 3 clusters
  Score: Raw -2451113.567342 + Penalty 4852.710235 = -2446260.857107
  nChanged 72
		SP:Iteration 125Q (1956.400000 sec): 3 clusters
  Score: Raw -2451134.384605 + Penalty 4852.710235 = -2446281.674370
  nChanged 54
		SP:Iteration 126Q (1956.460000 sec): 3 clusters
  Score: Raw -2451149.226382 + Penalty 4852.710235 = -2446296.516147
  nChanged 47
		SP:Iteration 127Q (1956.510000 sec): 3 clusters
  Score: Raw -2451164.615426 + Penalty 4852.710235 = -2446311.905191
  nChanged 51
		SP:Iteration 128Q (1956.570000 sec): 3 clusters
  Score: Raw -2451180.455974 + Penalty 4852.710235 = -2446327.745739
  nChanged 45
		SP:Iteration 129Q (1956.620000 sec): 3 clusters
  Score: Raw -2451194.131031 + Penalty 4852.710235 = -2446341.420797
  nChanged 44
		SP:Iteration 130Q (1956.670000 sec): 3 clusters
  Score: Raw -2451207.782143 + Penalty 4852.710235 = -2446355.071908
  nChanged 38
		SP:Iteration 131Q (1956.730000 sec): 3 clusters
  Score: Raw -2451219.561254 + Penalty 4852.710235 = -2446366.851019
  nChanged 40
		SP:Iteration 132Q (1956.780000 sec): 3 clusters
  Score: Raw -2451233.692654 + Penalty 4852.710235 = -2446380.982419
  nChanged 44
		SP:Iteration 133Q (1956.830000 sec): 3 clusters
  Score: Raw -2451246.977250 + Penalty 4852.710235 = -2446394.267015
  nChanged 37
		SP:Iteration 134Q (1956.890000 sec): 3 clusters
  Score: Raw -2451258.130372 + Penalty 4852.710235 = -2446405.420137
  nChanged 31
		SP:Iteration 135Q (1956.940000 sec): 3 clusters
  Score: Raw -2451266.334145 + Penalty 4852.710235 = -2446413.623911
  nChanged 26
		SP:Iteration 136Q (1956.990000 sec): 3 clusters
  Score: Raw -2451273.496564 + Penalty 4852.710235 = -2446420.786330
  nChanged 28
		SP:Iteration 137Q (1957.050000 sec): 3 clusters
  Score: Raw -2451280.589981 + Penalty 4852.710235 = -2446427.879746
  nChanged 26
		SP:Iteration 138Q (1957.100000 sec): 3 clusters
  Score: Raw -2451286.237658 + Penalty 4852.710235 = -2446433.527423
  nChanged 29
		SP:Iteration 139Q (1957.150000 sec): 3 clusters
  Score: Raw -2451293.172446 + Penalty 4852.710235 = -2446440.462211
  nChanged 13
		SP:Iteration 140F (1957.220000 sec): 3 clusters
  Score: Raw -2451296.250571 + Penalty 4852.710235 = -2446443.540336
  nChanged 16
		SP:Iteration 141Q (1957.270000 sec): 3 clusters
  Score: Raw -2451299.502801 + Penalty 4852.710235 = -2446446.792566
  nChanged 16
		SP:Iteration 142Q (1957.320000 sec): 3 clusters
  Score: Raw -2451303.613268 + Penalty 4852.710235 = -2446450.903033
  nChanged 14
		SP:Iteration 143Q (1957.370000 sec): 3 clusters
  Score: Raw -2451308.079460 + Penalty 4852.710235 = -2446455.369226
  nChanged 18
		SP:Iteration 144Q (1957.430000 sec): 3 clusters
  Score: Raw -2451313.039585 + Penalty 4852.710235 = -2446460.329350
  nChanged 21
		SP:Iteration 145Q (1957.480000 sec): 3 clusters
  Score: Raw -2451318.185804 + Penalty 4852.710235 = -2446465.475569
  nChanged 10
		SP:Iteration 146Q (1957.530000 sec): 3 clusters
  Score: Raw -2451321.500183 + Penalty 4852.710235 = -2446468.789949
  nChanged 9
		SP:Iteration 147Q (1957.580000 sec): 3 clusters
  Score: Raw -2451323.598755 + Penalty 4852.710235 = -2446470.888520
  nChanged 12
		SP:Iteration 148Q (1957.630000 sec): 3 clusters
  Score: Raw -2451326.065765 + Penalty 4852.710235 = -2446473.355530
  nChanged 7
		SP:Iteration 149Q (1957.690000 sec): 3 clusters
  Score: Raw -2451328.032948 + Penalty 4852.710235 = -2446475.322714
  nChanged 8
		SP:Iteration 150Q (1957.740000 sec): 3 clusters
  Score: Raw -2451329.657193 + Penalty 4852.710235 = -2446476.946958
  nChanged 8
		SP:Iteration 151Q (1957.790000 sec): 3 clusters
  Score: Raw -2451331.526588 + Penalty 4852.710235 = -2446478.816353
  nChanged 12
		SP:Iteration 152Q (1957.840000 sec): 3 clusters
  Score: Raw -2451333.899361 + Penalty 4852.710235 = -2446481.189126
  nChanged 6
		SP:Iteration 153Q (1957.890000 sec): 3 clusters
  Score: Raw -2451335.975525 + Penalty 4852.710235 = -2446483.265290
  nChanged 6
		SP:Iteration 154Q (1957.950000 sec): 3 clusters
  Score: Raw -2451337.933882 + Penalty 4852.710235 = -2446485.223647
  nChanged 10
		SP:Iteration 155Q (1957.990000 sec): 3 clusters
  Score: Raw -2451340.356864 + Penalty 4852.710235 = -2446487.646629
  nChanged 8
		SP:Iteration 156Q (1958.050000 sec): 3 clusters
  Score: Raw -2451342.057869 + Penalty 4852.710235 = -2446489.347635
  nChanged 3
		SP:Iteration 157Q (1958.100000 sec): 3 clusters
  Score: Raw -2451343.269883 + Penalty 4852.710235 = -2446490.559649
  nChanged 6
		SP:Iteration 158Q (1958.150000 sec): 3 clusters
  Score: Raw -2451345.287072 + Penalty 4852.710235 = -2446492.576837
  nChanged 9
		SP:Iteration 159Q (1958.210000 sec): 3 clusters
  Score: Raw -2451347.731074 + Penalty 4852.710235 = -2446495.020839
  nChanged 6
		SP:Iteration 160F (1958.270000 sec): 3 clusters
  Score: Raw -2451348.967480 + Penalty 4852.710235 = -2446496.257246
  nChanged 4
		SP:Iteration 161Q (1958.320000 sec): 3 clusters
  Score: Raw -2451349.466165 + Penalty 4852.710235 = -2446496.755930
  nChanged 2
		SP:Iteration 162Q (1958.370000 sec): 3 clusters
  Score: Raw -2451349.949201 + Penalty 4852.710235 = -2446497.238966
  nChanged 1
		SP:Iteration 163Q (1958.420000 sec): 3 clusters
  Score: Raw -2451350.121986 + Penalty 4852.710235 = -2446497.411752
  nChanged 1
		SP:Iteration 164Q (1958.470000 sec): 3 clusters
  Score: Raw -2451350.513861 + Penalty 4852.710235 = -2446497.803627
  nChanged 1
		SP:Iteration 165Q (1958.530000 sec): 3 clusters
  Score: Raw -2451350.818811 + Penalty 4852.710235 = -2446498.108576
  nChanged 2
		SP:Iteration 166Q (1958.580000 sec): 3 clusters
  Score: Raw -2451351.717830 + Penalty 4852.710235 = -2446499.007595
  nChanged 4
		SP:Iteration 167Q (1958.630000 sec): 3 clusters
  Score: Raw -2451352.442174 + Penalty 4852.710235 = -2446499.731940
  nChanged 5
		SP:Iteration 168Q (1958.680000 sec): 3 clusters
  Score: Raw -2451353.169937 + Penalty 4852.710235 = -2446500.459703
  nChanged 4
		SP:Iteration 169Q (1958.730000 sec): 3 clusters
  Score: Raw -2451353.631135 + Penalty 4852.710235 = -2446500.920900
  nChanged 5
		SP:Iteration 170Q (1958.790000 sec): 3 clusters
  Score: Raw -2451355.291512 + Penalty 4852.710235 = -2446502.581277
  nChanged 2
		SP:Iteration 171Q (1958.840000 sec): 3 clusters
  Score: Raw -2451355.757212 + Penalty 4852.710235 = -2446503.046977
  nChanged 1
		SP:Iteration 172Q (1958.890000 sec): 3 clusters
  Score: Raw -2451355.939438 + Penalty 4852.710235 = -2446503.229203
  nChanged 0
		SP:Iteration 173F (1958.960000 sec): 3 clusters
  Score: Raw -2451355.939438 + Penalty 4852.710235 = -2446503.229203
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1958.990000 sec): 2 clusters
  Score: Raw -1058528.451373 + Penalty 2203.177158 = -1056325.274215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1959.010000 sec): 3 clusters
  Score: Raw -1054830.192629 + Penalty 4406.354315 = -1050423.838314
  nChanged 2906
		SP:Iteration 1F (1959.040000 sec): 3 clusters
  Score: Raw -1056400.408506 + Penalty 4406.354315 = -1051994.054191
  nChanged 500
		SP:Iteration 2F (1959.070000 sec): 3 clusters
  Score: Raw -1056659.245888 + Penalty 4406.354315 = -1052252.891573
  nChanged 354
		SP:Iteration 3Q (1959.090000 sec): 3 clusters
  Score: Raw -1056839.146331 + Penalty 4406.354315 = -1052432.792015
  nChanged 282
		SP:Iteration 4Q (1959.120000 sec): 3 clusters
  Score: Raw -1056953.293057 + Penalty 4406.354315 = -1052546.938741
  nChanged 209
		SP:Iteration 5Q (1959.150000 sec): 3 clusters
  Score: Raw -1057028.325855 + Penalty 4406.354315 = -1052621.971539
  nChanged 170
		SP:Iteration 6Q (1959.170000 sec): 3 clusters
  Score: Raw -1057085.549203 + Penalty 4406.354315 = -1052679.194888
  nChanged 135
		SP:Iteration 7Q (1959.200000 sec): 3 clusters
  Score: Raw -1057131.051251 + Penalty 4406.354315 = -1052724.696936
  nChanged 122
		SP:Iteration 8Q (1959.230000 sec): 3 clusters
  Score: Raw -1057169.723669 + Penalty 4406.354315 = -1052763.369353
  nChanged 94
		SP:Iteration 9Q (1959.250000 sec): 3 clusters
  Score: Raw -1057197.453999 + Penalty 4406.354315 = -1052791.099684
  nChanged 75
		SP:Iteration 10Q (1959.280000 sec): 3 clusters
  Score: Raw -1057218.690600 + Penalty 4406.354315 = -1052812.336285
  nChanged 71
		SP:Iteration 11Q (1959.300000 sec): 3 clusters
  Score: Raw -1057238.180573 + Penalty 4406.354315 = -1052831.826258
  nChanged 69
		SP:Iteration 12Q (1959.330000 sec): 3 clusters
  Score: Raw -1057255.504807 + Penalty 4406.354315 = -1052849.150491
  nChanged 51
		SP:Iteration 13Q (1959.350000 sec): 3 clusters
  Score: Raw -1057269.238076 + Penalty 4406.354315 = -1052862.883761
  nChanged 59
		SP:Iteration 14Q (1959.380000 sec): 3 clusters
  Score: Raw -1057283.660613 + Penalty 4406.354315 = -1052877.306298
  nChanged 53
		SP:Iteration 15Q (1959.410000 sec): 3 clusters
  Score: Raw -1057296.499261 + Penalty 4406.354315 = -1052890.144946
  nChanged 57
		SP:Iteration 16Q (1959.430000 sec): 3 clusters
  Score: Raw -1057313.827047 + Penalty 4406.354315 = -1052907.472732
  nChanged 71
		SP:Iteration 17Q (1959.460000 sec): 3 clusters
  Score: Raw -1057334.137500 + Penalty 4406.354315 = -1052927.783184
  nChanged 65
		SP:Iteration 18Q (1959.490000 sec): 3 clusters
  Score: Raw -1057351.946929 + Penalty 4406.354315 = -1052945.592614
  nChanged 65
		SP:Iteration 19Q (1959.510000 sec): 3 clusters
  Score: Raw -1057372.541275 + Penalty 4406.354315 = -1052966.186960
  nChanged 80
		SP:Iteration 20F (1959.540000 sec): 3 clusters
  Score: Raw -1057400.125555 + Penalty 4406.354315 = -1052993.771240
  nChanged 96
		SP:Iteration 21Q (1959.570000 sec): 3 clusters
  Score: Raw -1057436.131842 + Penalty 4406.354315 = -1053029.777527
  nChanged 104
		SP:Iteration 22Q (1959.590000 sec): 3 clusters
  Score: Raw -1057477.558300 + Penalty 4406.354315 = -1053071.203984
  nChanged 115
		SP:Iteration 23Q (1959.620000 sec): 3 clusters
  Score: Raw -1057524.334284 + Penalty 4406.354315 = -1053117.979969
  nChanged 116
		SP:Iteration 24Q (1959.650000 sec): 3 clusters
  Score: Raw -1057571.767798 + Penalty 4406.354315 = -1053165.413483
  nChanged 128
		SP:Iteration 25Q (1959.670000 sec): 3 clusters
  Score: Raw -1057627.340024 + Penalty 4406.354315 = -1053220.985709
  nChanged 140
		SP:Iteration 26Q (1959.700000 sec): 3 clusters
  Score: Raw -1057706.644406 + Penalty 4406.354315 = -1053300.290091
  nChanged 159
		SP:Iteration 27Q (1959.730000 sec): 3 clusters
  Score: Raw -1057803.161633 + Penalty 4406.354315 = -1053396.807318
  nChanged 187
		SP:Iteration 28Q (1959.750000 sec): 3 clusters
  Score: Raw -1057929.200472 + Penalty 4406.354315 = -1053522.846157
  nChanged 209
		SP:Iteration 29Q (1959.780000 sec): 3 clusters
  Score: Raw -1058071.268159 + Penalty 4406.354315 = -1053664.913844
  nChanged 208
		SP:Iteration 30Q (1959.810000 sec): 3 clusters
  Score: Raw -1058236.821428 + Penalty 4406.354315 = -1053830.467113
  nChanged 211
		SP:Iteration 31Q (1959.830000 sec): 3 clusters
  Score: Raw -1058439.628523 + Penalty 4406.354315 = -1054033.274208
  nChanged 197
		SP:Iteration 32Q (1959.850000 sec): 3 clusters
  Score: Raw -1058630.769120 + Penalty 4406.354315 = -1054224.414805
  nChanged 190
		SP:Iteration 33Q (1959.880000 sec): 3 clusters
  Score: Raw -1058816.406659 + Penalty 4406.354315 = -1054410.052344
  nChanged 160
		SP:Iteration 34Q (1959.910000 sec): 3 clusters
  Score: Raw -1058948.047352 + Penalty 4406.354315 = -1054541.693037
  nChanged 119
		SP:Iteration 35Q (1959.930000 sec): 3 clusters
  Score: Raw -1059048.608004 + Penalty 4406.354315 = -1054642.253688
  nChanged 106
		SP:Iteration 36Q (1959.950000 sec): 3 clusters
  Score: Raw -1059128.980573 + Penalty 4406.354315 = -1054722.626257
  nChanged 97
		SP:Iteration 37Q (1959.970000 sec): 3 clusters
  Score: Raw -1059186.392422 + Penalty 4406.354315 = -1054780.038106
  nChanged 88
		SP:Iteration 38Q (1960.000000 sec): 3 clusters
  Score: Raw -1059235.550373 + Penalty 4406.354315 = -1054829.196058
  nChanged 67
		SP:Iteration 39Q (1960.020000 sec): 3 clusters
  Score: Raw -1059271.156157 + Penalty 4406.354315 = -1054864.801842
  nChanged 55
		SP:Iteration 40F (1960.050000 sec): 3 clusters
  Score: Raw -1059298.642308 + Penalty 4406.354315 = -1054892.287993
  nChanged 43
		SP:Iteration 41Q (1960.070000 sec): 3 clusters
  Score: Raw -1059321.111890 + Penalty 4406.354315 = -1054914.757574
  nChanged 40
		SP:Iteration 42Q (1960.090000 sec): 3 clusters
  Score: Raw -1059338.102743 + Penalty 4406.354315 = -1054931.748428
  nChanged 26
		SP:Iteration 43Q (1960.110000 sec): 3 clusters
  Score: Raw -1059347.638025 + Penalty 4406.354315 = -1054941.283710
  nChanged 23
		SP:Iteration 44Q (1960.130000 sec): 3 clusters
  Score: Raw -1059356.068130 + Penalty 4406.354315 = -1054949.713815
  nChanged 15
		SP:Iteration 45Q (1960.160000 sec): 3 clusters
  Score: Raw -1059360.476913 + Penalty 4406.354315 = -1054954.122598
  nChanged 6
		SP:Iteration 46Q (1960.180000 sec): 3 clusters
  Score: Raw -1059362.946539 + Penalty 4406.354315 = -1054956.592224
  nChanged 9
		SP:Iteration 47Q (1960.200000 sec): 3 clusters
  Score: Raw -1059367.286080 + Penalty 4406.354315 = -1054960.931765
  nChanged 9
		SP:Iteration 48Q (1960.220000 sec): 3 clusters
  Score: Raw -1059370.016366 + Penalty 4406.354315 = -1054963.662051
  nChanged 6
		SP:Iteration 49Q (1960.250000 sec): 3 clusters
  Score: Raw -1059371.636017 + Penalty 4406.354315 = -1054965.281702
  nChanged 4
		SP:Iteration 50Q (1960.270000 sec): 3 clusters
  Score: Raw -1059372.748511 + Penalty 4406.354315 = -1054966.394195
  nChanged 2
		SP:Iteration 51Q (1960.290000 sec): 3 clusters
  Score: Raw -1059373.217174 + Penalty 4406.354315 = -1054966.862858
  nChanged 3
		SP:Iteration 52Q (1960.310000 sec): 3 clusters
  Score: Raw -1059374.235170 + Penalty 4406.354315 = -1054967.880855
  nChanged 1
		SP:Iteration 53Q (1960.330000 sec): 3 clusters
  Score: Raw -1059374.575337 + Penalty 4406.354315 = -1054968.221022
  nChanged 3
		SP:Iteration 54Q (1960.350000 sec): 3 clusters
  Score: Raw -1059375.364356 + Penalty 4406.354315 = -1054969.010041
  nChanged 2
		SP:Iteration 55Q (1960.380000 sec): 3 clusters
  Score: Raw -1059376.065476 + Penalty 4406.354315 = -1054969.711161
  nChanged 1
		SP:Iteration 56Q (1960.400000 sec): 3 clusters
  Score: Raw -1059376.526047 + Penalty 4406.354315 = -1054970.171732
  nChanged 1
		SP:Iteration 57Q (1960.420000 sec): 3 clusters
  Score: Raw -1059376.752800 + Penalty 4406.354315 = -1054970.398485
  nChanged 3
		SP:Iteration 58Q (1960.440000 sec): 3 clusters
  Score: Raw -1059378.146255 + Penalty 4406.354315 = -1054971.791940
  nChanged 1
		SP:Iteration 59Q (1960.470000 sec): 3 clusters
  Score: Raw -1059378.318604 + Penalty 4406.354315 = -1054971.964289
  nChanged 1
		SP:Iteration 60F (1960.490000 sec): 3 clusters
  Score: Raw -1059378.628237 + Penalty 4406.354315 = -1054972.273922
  nChanged 1
		SP:Iteration 61Q (1960.510000 sec): 3 clusters
  Score: Raw -1059378.735753 + Penalty 4406.354315 = -1054972.381438
  nChanged 1
		SP:Iteration 62Q (1960.530000 sec): 3 clusters
  Score: Raw -1059379.157660 + Penalty 4406.354315 = -1054972.803345
  nChanged 1
		SP:Iteration 63Q (1960.560000 sec): 3 clusters
  Score: Raw -1059379.307418 + Penalty 4406.354315 = -1054972.953103
  nChanged 0
		SP:Iteration 64F (1960.580000 sec): 3 clusters
  Score: Raw -1059379.307418 + Penalty 4406.354315 = -1054972.953103
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (100693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1960.930000 sec): 2 clusters
  Score: Raw -14895858.094178 + Penalty 2856.918228 = -14893001.175950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1961.310000 sec): 3 clusters
  Score: Raw -14831372.062873 + Penalty 5713.836455 = -14825658.226418
  nChanged 47597
		SP:Iteration 1F (1961.690000 sec): 3 clusters
  Score: Raw -14858782.137965 + Penalty 5713.836455 = -14853068.301510
  nChanged 3379
		SP:Iteration 2Q (1962.080000 sec): 3 clusters
  Score: Raw -14859612.790111 + Penalty 5713.836455 = -14853898.953655
  nChanged 3610
		SP:Iteration 3Q (1962.470000 sec): 3 clusters
  Score: Raw -14860606.079179 + Penalty 5713.836455 = -14854892.242724
  nChanged 3946
		SP:Iteration 4Q (1962.860000 sec): 3 clusters
  Score: Raw -14861895.962250 + Penalty 5713.836455 = -14856182.125795
  nChanged 4495
		SP:Iteration 5Q (1963.250000 sec): 3 clusters
  Score: Raw -14863652.407255 + Penalty 5713.836455 = -14857938.570800
  nChanged 5284
		SP:Iteration 6F (1963.630000 sec): 3 clusters
  Score: Raw -14866202.351895 + Penalty 5713.836455 = -14860488.515440
  nChanged 6144
		SP:Iteration 7F (1964.010000 sec): 3 clusters
  Score: Raw -14869711.199261 + Penalty 5713.836455 = -14863997.362806
  nChanged 6769
		SP:Iteration 8F (1964.410000 sec): 3 clusters
  Score: Raw -14874139.621988 + Penalty 5713.836455 = -14868425.785533
  nChanged 6831
		SP:Iteration 9F (1964.800000 sec): 3 clusters
  Score: Raw -14879134.374160 + Penalty 5713.836455 = -14873420.537705
  nChanged 6322
		SP:Iteration 10F (1965.210000 sec): 3 clusters
  Score: Raw -14884145.867691 + Penalty 5713.836455 = -14878432.031236
  nChanged 5334
		SP:Iteration 11F (1965.610000 sec): 3 clusters
  Score: Raw -14888630.634755 + Penalty 5713.836455 = -14882916.798300
  nChanged 3857
		SP:Iteration 12Q (1966.010000 sec): 3 clusters
  Score: Raw -14891966.710439 + Penalty 5713.836455 = -14886252.873984
  nChanged 2332
		SP:Iteration 13Q (1966.400000 sec): 3 clusters
  Score: Raw -14894047.923532 + Penalty 5713.836455 = -14888334.087077
  nChanged 1310
		SP:Iteration 14Q (1966.750000 sec): 3 clusters
  Score: Raw -14895243.566616 + Penalty 5713.836455 = -14889529.730161
  nChanged 639
		SP:Iteration 15Q (1967.090000 sec): 3 clusters
  Score: Raw -14895839.592185 + Penalty 5713.836455 = -14890125.755730
  nChanged 312
		SP:Iteration 16Q (1967.400000 sec): 3 clusters
  Score: Raw -14896102.878541 + Penalty 5713.836455 = -14890389.042086
  nChanged 176
		SP:Iteration 17Q (1967.700000 sec): 3 clusters
  Score: Raw -14896247.997238 + Penalty 5713.836455 = -14890534.160783
  nChanged 109
		SP:Iteration 18Q (1967.990000 sec): 3 clusters
  Score: Raw -14896338.409764 + Penalty 5713.836455 = -14890624.573309
  nChanged 87
		SP:Iteration 19Q (1968.310000 sec): 3 clusters
  Score: Raw -14896404.332084 + Penalty 5713.836455 = -14890690.495629
  nChanged 51
		SP:Iteration 20F (1968.720000 sec): 3 clusters
  Score: Raw -14896447.382085 + Penalty 5713.836455 = -14890733.545630
  nChanged 44
		SP:Iteration 21Q (1969.020000 sec): 3 clusters
  Score: Raw -14896472.930135 + Penalty 5713.836455 = -14890759.093680
  nChanged 26
		SP:Iteration 22Q (1969.310000 sec): 3 clusters
  Score: Raw -14896486.891764 + Penalty 5713.836455 = -14890773.055309
  nChanged 14
		SP:Iteration 23Q (1969.600000 sec): 3 clusters
  Score: Raw -14896495.852103 + Penalty 5713.836455 = -14890782.015647
  nChanged 12
		SP:Iteration 24Q (1969.890000 sec): 3 clusters
  Score: Raw -14896502.716220 + Penalty 5713.836455 = -14890788.879765
  nChanged 9
		SP:Iteration 25Q (1970.170000 sec): 3 clusters
  Score: Raw -14896506.855944 + Penalty 5713.836455 = -14890793.019489
  nChanged 6
		SP:Iteration 26Q (1970.460000 sec): 3 clusters
  Score: Raw -14896509.646373 + Penalty 5713.836455 = -14890795.809918
  nChanged 5
		SP:Iteration 27Q (1970.740000 sec): 3 clusters
  Score: Raw -14896510.977997 + Penalty 5713.836455 = -14890797.141542
  nChanged 2
		SP:Iteration 28Q (1971.030000 sec): 3 clusters
  Score: Raw -14896511.395210 + Penalty 5713.836455 = -14890797.558755
  nChanged 1
		SP:Iteration 29Q (1971.310000 sec): 3 clusters
  Score: Raw -14896511.729019 + Penalty 5713.836455 = -14890797.892564
  nChanged 3
		SP:Iteration 30Q (1971.610000 sec): 3 clusters
  Score: Raw -14896512.759566 + Penalty 5713.836455 = -14890798.923111
  nChanged 2
		SP:Iteration 31Q (1971.890000 sec): 3 clusters
  Score: Raw -14896513.713833 + Penalty 5713.836455 = -14890799.877378
  nChanged 1
		SP:Iteration 32Q (1972.180000 sec): 3 clusters
  Score: Raw -14896514.177438 + Penalty 5713.836455 = -14890800.340983
  nChanged 2
		SP:Iteration 33Q (1972.470000 sec): 3 clusters
  Score: Raw -14896515.283914 + Penalty 5713.836455 = -14890801.447459
  nChanged 1
		SP:Iteration 34Q (1972.750000 sec): 3 clusters
  Score: Raw -14896515.577572 + Penalty 5713.836455 = -14890801.741117
  nChanged 1
		SP:Iteration 35Q (1973.040000 sec): 3 clusters
  Score: Raw -14896515.781547 + Penalty 5713.836455 = -14890801.945091
  nChanged 0
		SP:Iteration 36F (1973.440000 sec): 3 clusters
  Score: Raw -14896515.781547 + Penalty 5713.836455 = -14890801.945091
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1973.480000 sec): 2 clusters
  Score: Raw -31826.381350 + Penalty 1381.894200 = -30444.487150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1973.480000 sec): 3 clusters
  Score: Raw -32229.893934 + Penalty 2763.788400 = -29466.105534
  nChanged 59
		SP:Iteration 1F (1973.480000 sec): 3 clusters
  Score: Raw -32492.559244 + Penalty 2763.788400 = -29728.770844
  nChanged 14
		SP:Iteration 2F (1973.480000 sec): 3 clusters
  Score: Raw -32749.686738 + Penalty 2763.788400 = -29985.898338
  nChanged 28
		SP:Iteration 3F (1973.480000 sec): 3 clusters
  Score: Raw -33100.079289 + Penalty 2763.788400 = -30336.290890
  nChanged 9
		SP:Iteration 4Q (1973.490000 sec): 3 clusters
  Score: Raw -33214.082208 + Penalty 2763.788400 = -30450.293809
  nChanged 6
		SP:Iteration 5Q (1973.490000 sec): 3 clusters
  Score: Raw -33334.281318 + Penalty 2763.788400 = -30570.492918
  nChanged 4
		SP:Iteration 6Q (1973.490000 sec): 3 clusters
  Score: Raw -33411.323682 + Penalty 2763.788400 = -30647.535282
  nChanged 2
		SP:Iteration 7Q (1973.490000 sec): 3 clusters
  Score: Raw -33463.808189 + Penalty 2763.788400 = -30700.019789
  nChanged 2
		SP:Iteration 8Q (1973.490000 sec): 3 clusters
  Score: Raw -33480.265127 + Penalty 2763.788400 = -30716.476727
  nChanged 0
		SP:Iteration 9F (1973.490000 sec): 3 clusters
  Score: Raw -33480.265127 + Penalty 2763.788400 = -30716.476727
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 33.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (258709 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1974.400000 sec): 2 clusters
  Score: Raw -38291388.897306 + Penalty 3090.937871 = -38288297.959435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1975.440000 sec): 3 clusters
  Score: Raw -38120605.721041 + Penalty 6181.875742 = -38114423.845299
  nChanged 124845
		SP:Iteration 1F (1976.430000 sec): 3 clusters
  Score: Raw -38194346.825496 + Penalty 6181.875742 = -38188164.949754
  nChanged 7637
		SP:Iteration 2Q (1977.420000 sec): 3 clusters
  Score: Raw -38196242.611422 + Penalty 6181.875742 = -38190060.735680
  nChanged 9777
		SP:Iteration 3Q (1978.410000 sec): 3 clusters
  Score: Raw -38199545.361719 + Penalty 6181.875742 = -38193363.485977
  nChanged 13075
		SP:Iteration 4F (1979.390000 sec): 3 clusters
  Score: Raw -38205592.400142 + Penalty 6181.875742 = -38199410.524400
  nChanged 17482
		SP:Iteration 5F (1980.360000 sec): 3 clusters
  Score: Raw -38216593.078255 + Penalty 6181.875742 = -38210411.202513
  nChanged 22114
		SP:Iteration 6F (1981.330000 sec): 3 clusters
  Score: Raw -38234506.310804 + Penalty 6181.875742 = -38228324.435062
  nChanged 23238
		SP:Iteration 7F (1982.310000 sec): 3 clusters
  Score: Raw -38256520.863503 + Penalty 6181.875742 = -38250338.987761
  nChanged 18741
		SP:Iteration 8F (1983.270000 sec): 3 clusters
  Score: Raw -38275217.999493 + Penalty 6181.875742 = -38269036.123751
  nChanged 10714
		SP:Iteration 9Q (1984.250000 sec): 3 clusters
  Score: Raw -38285748.008862 + Penalty 6181.875742 = -38279566.133120
  nChanged 4427
		SP:Iteration 10Q (1985.130000 sec): 3 clusters
  Score: Raw -38289897.443388 + Penalty 6181.875742 = -38283715.567646
  nChanged 1269
		SP:Iteration 11Q (1985.890000 sec): 3 clusters
  Score: Raw -38291116.789048 + Penalty 6181.875742 = -38284934.913306
  nChanged 319
		SP:Iteration 12Q (1986.620000 sec): 3 clusters
  Score: Raw -38291427.454064 + Penalty 6181.875742 = -38285245.578322
  nChanged 95
		SP:Iteration 13Q (1987.360000 sec): 3 clusters
  Score: Raw -38291563.564094 + Penalty 6181.875742 = -38285381.688352
  nChanged 42
		SP:Iteration 14Q (1988.100000 sec): 3 clusters
  Score: Raw -38291629.336926 + Penalty 6181.875742 = -38285447.461184
  nChanged 23
		SP:Iteration 15Q (1988.830000 sec): 3 clusters
  Score: Raw -38291666.720611 + Penalty 6181.875742 = -38285484.844870
  nChanged 10
		SP:Iteration 16Q (1989.560000 sec): 3 clusters
  Score: Raw -38291676.339257 + Penalty 6181.875742 = -38285494.463516
  nChanged 5
		SP:Iteration 17Q (1990.280000 sec): 3 clusters
  Score: Raw -38291684.296970 + Penalty 6181.875742 = -38285502.421228
  nChanged 4
		SP:Iteration 18Q (1990.980000 sec): 3 clusters
  Score: Raw -38291692.945182 + Penalty 6181.875742 = -38285511.069440
  nChanged 7
		SP:Iteration 19Q (1991.720000 sec): 3 clusters
  Score: Raw -38291705.363893 + Penalty 6181.875742 = -38285523.488151
  nChanged 3
		SP:Iteration 20F (1992.740000 sec): 3 clusters
  Score: Raw -38291709.608561 + Penalty 6181.875742 = -38285527.732819
  nChanged 4
		SP:Iteration 21Q (1993.470000 sec): 3 clusters
  Score: Raw -38291713.972229 + Penalty 6181.875742 = -38285532.096488
  nChanged 3
		SP:Iteration 22Q (1994.190000 sec): 3 clusters
  Score: Raw -38291716.453358 + Penalty 6181.875742 = -38285534.577616
  nChanged 1
		SP:Iteration 23Q (1994.910000 sec): 3 clusters
  Score: Raw -38291718.632814 + Penalty 6181.875742 = -38285536.757073
  nChanged 1
		SP:Iteration 24Q (1995.640000 sec): 3 clusters
  Score: Raw -38291719.439775 + Penalty 6181.875742 = -38285537.564033
  nChanged 0
		SP:Iteration 25F (1996.660000 sec): 3 clusters
  Score: Raw -38291719.439775 + Penalty 6181.875742 = -38285537.564033
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1996.770000 sec): 2 clusters
  Score: Raw -63958.600981 + Penalty 1532.644130 = -62425.956851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1996.770000 sec): 3 clusters
  Score: Raw -63983.818799 + Penalty 3065.288260 = -60918.530539
  nChanged 84
		SP:Iteration 1F (1996.770000 sec): 3 clusters
  Score: Raw -64168.103372 + Penalty 3065.288260 = -61102.815111
  nChanged 18
		SP:Iteration 2Q (1996.770000 sec): 3 clusters
  Score: Raw -64207.971034 + Penalty 3065.288260 = -61142.682774
  nChanged 9
		SP:Iteration 3Q (1996.770000 sec): 3 clusters
  Score: Raw -64247.604451 + Penalty 3065.288260 = -61182.316191
  nChanged 6
		SP:Iteration 4Q (1996.780000 sec): 3 clusters
  Score: Raw -64261.090412 + Penalty 3065.288260 = -61195.802152
  nChanged 4
		SP:Iteration 5Q (1996.780000 sec): 3 clusters
  Score: Raw -64277.341733 + Penalty 3065.288260 = -61212.053472
  nChanged 5
		SP:Iteration 6Q (1996.780000 sec): 3 clusters
  Score: Raw -64291.928165 + Penalty 3065.288260 = -61226.639904
  nChanged 3
		SP:Iteration 7Q (1996.780000 sec): 3 clusters
  Score: Raw -64302.747106 + Penalty 3065.288260 = -61237.458846
  nChanged 2
		SP:Iteration 8Q (1996.780000 sec): 3 clusters
  Score: Raw -64309.881987 + Penalty 3065.288260 = -61244.593727
  nChanged 4
		SP:Iteration 9Q (1996.780000 sec): 3 clusters
  Score: Raw -64338.553094 + Penalty 3065.288260 = -61273.264834
  nChanged 8
		SP:Iteration 10Q (1996.790000 sec): 3 clusters
  Score: Raw -64408.319936 + Penalty 3065.288260 = -61343.031676
  nChanged 2
		SP:Iteration 11Q (1996.790000 sec): 3 clusters
  Score: Raw -64419.302612 + Penalty 3065.288260 = -61354.014351
  nChanged 2
		SP:Iteration 12Q (1996.790000 sec): 3 clusters
  Score: Raw -64422.886808 + Penalty 3065.288260 = -61357.598547
  nChanged 0
		SP:Iteration 13F (1996.790000 sec): 3 clusters
  Score: Raw -64422.886808 + Penalty 3065.288260 = -61357.598547
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (7418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1996.820000 sec): 2 clusters
  Score: Raw -1064373.088989 + Penalty 2210.092860 = -1062162.996129
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1996.850000 sec): 3 clusters
  Score: Raw -1060498.563107 + Penalty 4420.185720 = -1056078.377387
  nChanged 2927
		SP:Iteration 1F (1996.880000 sec): 3 clusters
  Score: Raw -1062056.839149 + Penalty 4420.185720 = -1057636.653429
  nChanged 512
		SP:Iteration 2F (1996.910000 sec): 3 clusters
  Score: Raw -1062315.586179 + Penalty 4420.185720 = -1057895.400459
  nChanged 384
		SP:Iteration 3F (1996.940000 sec): 3 clusters
  Score: Raw -1062512.323579 + Penalty 4420.185720 = -1058092.137859
  nChanged 321
		SP:Iteration 4Q (1996.970000 sec): 3 clusters
  Score: Raw -1062662.798443 + Penalty 4420.185720 = -1058242.612723
  nChanged 289
		SP:Iteration 5Q (1997.000000 sec): 3 clusters
  Score: Raw -1062797.908577 + Penalty 4420.185720 = -1058377.722857
  nChanged 242
		SP:Iteration 6Q (1997.030000 sec): 3 clusters
  Score: Raw -1062908.235224 + Penalty 4420.185720 = -1058488.049504
  nChanged 211
		SP:Iteration 7Q (1997.060000 sec): 3 clusters
  Score: Raw -1062998.081495 + Penalty 4420.185720 = -1058577.895775
  nChanged 180
		SP:Iteration 8Q (1997.090000 sec): 3 clusters
  Score: Raw -1063074.628942 + Penalty 4420.185720 = -1058654.443223
  nChanged 180
		SP:Iteration 9Q (1997.120000 sec): 3 clusters
  Score: Raw -1063154.080215 + Penalty 4420.185720 = -1058733.894495
  nChanged 173
		SP:Iteration 10Q (1997.150000 sec): 3 clusters
  Score: Raw -1063227.153452 + Penalty 4420.185720 = -1058806.967732
  nChanged 180
		SP:Iteration 11Q (1997.180000 sec): 3 clusters
  Score: Raw -1063316.540616 + Penalty 4420.185720 = -1058896.354896
  nChanged 229
		SP:Iteration 12Q (1997.210000 sec): 3 clusters
  Score: Raw -1063457.465658 + Penalty 4420.185720 = -1059037.279938
  nChanged 242
		SP:Iteration 13Q (1997.240000 sec): 3 clusters
  Score: Raw -1063598.855478 + Penalty 4420.185720 = -1059178.669758
  nChanged 249
		SP:Iteration 14Q (1997.270000 sec): 3 clusters
  Score: Raw -1063752.200291 + Penalty 4420.185720 = -1059332.014571
  nChanged 237
		SP:Iteration 15Q (1997.300000 sec): 3 clusters
  Score: Raw -1063907.577752 + Penalty 4420.185720 = -1059487.392032
  nChanged 212
		SP:Iteration 16Q (1997.320000 sec): 3 clusters
  Score: Raw -1064046.691606 + Penalty 4420.185720 = -1059626.505886
  nChanged 193
		SP:Iteration 17Q (1997.360000 sec): 3 clusters
  Score: Raw -1064175.532479 + Penalty 4420.185720 = -1059755.346759
  nChanged 174
		SP:Iteration 18Q (1997.380000 sec): 3 clusters
  Score: Raw -1064289.211307 + Penalty 4420.185720 = -1059869.025587
  nChanged 167
		SP:Iteration 19Q (1997.420000 sec): 3 clusters
  Score: Raw -1064396.425793 + Penalty 4420.185720 = -1059976.240073
  nChanged 145
		SP:Iteration 20F (1997.440000 sec): 3 clusters
  Score: Raw -1064485.607442 + Penalty 4420.185720 = -1060065.421722
  nChanged 143
		SP:Iteration 21Q (1997.470000 sec): 3 clusters
  Score: Raw -1064562.311198 + Penalty 4420.185720 = -1060142.125478
  nChanged 117
		SP:Iteration 22Q (1997.500000 sec): 3 clusters
  Score: Raw -1064615.670689 + Penalty 4420.185720 = -1060195.484969
  nChanged 82
		SP:Iteration 23Q (1997.530000 sec): 3 clusters
  Score: Raw -1064648.537596 + Penalty 4420.185720 = -1060228.351876
  nChanged 69
		SP:Iteration 24Q (1997.560000 sec): 3 clusters
  Score: Raw -1064673.830556 + Penalty 4420.185720 = -1060253.644836
  nChanged 53
		SP:Iteration 25Q (1997.580000 sec): 3 clusters
  Score: Raw -1064692.360823 + Penalty 4420.185720 = -1060272.175103
  nChanged 37
		SP:Iteration 26Q (1997.610000 sec): 3 clusters
  Score: Raw -1064706.376679 + Penalty 4420.185720 = -1060286.190959
  nChanged 33
		SP:Iteration 27Q (1997.640000 sec): 3 clusters
  Score: Raw -1064716.041436 + Penalty 4420.185720 = -1060295.855716
  nChanged 24
		SP:Iteration 28Q (1997.660000 sec): 3 clusters
  Score: Raw -1064722.634955 + Penalty 4420.185720 = -1060302.449235
  nChanged 21
		SP:Iteration 29Q (1997.690000 sec): 3 clusters
  Score: Raw -1064727.739924 + Penalty 4420.185720 = -1060307.554204
  nChanged 11
		SP:Iteration 30Q (1997.720000 sec): 3 clusters
  Score: Raw -1064729.466567 + Penalty 4420.185720 = -1060309.280847
  nChanged 10
		SP:Iteration 31Q (1997.740000 sec): 3 clusters
  Score: Raw -1064731.280864 + Penalty 4420.185720 = -1060311.095144
  nChanged 4
		SP:Iteration 32Q (1997.770000 sec): 3 clusters
  Score: Raw -1064731.921003 + Penalty 4420.185720 = -1060311.735283
  nChanged 3
		SP:Iteration 33Q (1997.800000 sec): 3 clusters
  Score: Raw -1064732.536577 + Penalty 4420.185720 = -1060312.350857
  nChanged 4
		SP:Iteration 34Q (1997.820000 sec): 3 clusters
  Score: Raw -1064733.339951 + Penalty 4420.185720 = -1060313.154231
  nChanged 5
		SP:Iteration 35Q (1997.850000 sec): 3 clusters
  Score: Raw -1064734.241469 + Penalty 4420.185720 = -1060314.055749
  nChanged 8
		SP:Iteration 36Q (1997.880000 sec): 3 clusters
  Score: Raw -1064735.896437 + Penalty 4420.185720 = -1060315.710717
  nChanged 2
		SP:Iteration 37Q (1997.910000 sec): 3 clusters
  Score: Raw -1064736.257178 + Penalty 4420.185720 = -1060316.071458
  nChanged 1
		SP:Iteration 38Q (1997.930000 sec): 3 clusters
  Score: Raw -1064736.415549 + Penalty 4420.185720 = -1060316.229829
  nChanged 2
		SP:Iteration 39Q (1997.960000 sec): 3 clusters
  Score: Raw -1064736.746473 + Penalty 4420.185720 = -1060316.560753
  nChanged 3
		SP:Iteration 40F (1997.990000 sec): 3 clusters
  Score: Raw -1064737.632759 + Penalty 4420.185720 = -1060317.447039
  nChanged 2
		SP:Iteration 41Q (1998.020000 sec): 3 clusters
  Score: Raw -1064738.336293 + Penalty 4420.185720 = -1060318.150573
  nChanged 2
		SP:Iteration 42Q (1998.040000 sec): 3 clusters
  Score: Raw -1064738.582566 + Penalty 4420.185720 = -1060318.396846
  nChanged 2
		SP:Iteration 43Q (1998.070000 sec): 3 clusters
  Score: Raw -1064739.021797 + Penalty 4420.185720 = -1060318.836077
  nChanged 3
		SP:Iteration 44Q (1998.100000 sec): 3 clusters
  Score: Raw -1064739.685437 + Penalty 4420.185720 = -1060319.499717
  nChanged 2
		SP:Iteration 45Q (1998.120000 sec): 3 clusters
  Score: Raw -1064740.254988 + Penalty 4420.185720 = -1060320.069268
  nChanged 1
		SP:Iteration 46Q (1998.150000 sec): 3 clusters
  Score: Raw -1064740.351446 + Penalty 4420.185720 = -1060320.165726
  nChanged 2
		SP:Iteration 47Q (1998.180000 sec): 3 clusters
  Score: Raw -1064740.649621 + Penalty 4420.185720 = -1060320.463901
  nChanged 0
		SP:Iteration 48F (1998.200000 sec): 3 clusters
  Score: Raw -1064740.649621 + Penalty 4420.185720 = -1060320.463901
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1998.210000 sec): 2 clusters
  Score: Raw -44434.578259 + Penalty 1441.904372 = -42992.673887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1998.210000 sec): 3 clusters
  Score: Raw -44591.006584 + Penalty 2883.808744 = -41707.197840
  nChanged 54
		SP:Iteration 1F (1998.220000 sec): 3 clusters
  Score: Raw -44814.961638 + Penalty 2883.808744 = -41931.152894
  nChanged 20
		SP:Iteration 2F (1998.220000 sec): 3 clusters
  Score: Raw -44951.940453 + Penalty 2883.808744 = -42068.131709
  nChanged 13
		SP:Iteration 3Q (1998.220000 sec): 3 clusters
  Score: Raw -45071.722015 + Penalty 2883.808744 = -42187.913271
  nChanged 13
		SP:Iteration 4Q (1998.220000 sec): 3 clusters
  Score: Raw -45219.794848 + Penalty 2883.808744 = -42335.986104
  nChanged 6
		SP:Iteration 5Q (1998.220000 sec): 3 clusters
  Score: Raw -45270.537284 + Penalty 2883.808744 = -42386.728540
  nChanged 7
		SP:Iteration 6Q (1998.220000 sec): 3 clusters
  Score: Raw -45341.812424 + Penalty 2883.808744 = -42458.003680
  nChanged 7
		SP:Iteration 7Q (1998.220000 sec): 3 clusters
  Score: Raw -45499.165322 + Penalty 2883.808744 = -42615.356578
  nChanged 7
		SP:Iteration 8Q (1998.220000 sec): 3 clusters
  Score: Raw -45567.450755 + Penalty 2883.808744 = -42683.642011
  nChanged 2
		SP:Iteration 9Q (1998.220000 sec): 3 clusters
  Score: Raw -45585.912608 + Penalty 2883.808744 = -42702.103864
  nChanged 4
		SP:Iteration 10Q (1998.220000 sec): 3 clusters
  Score: Raw -45718.334339 + Penalty 2883.808744 = -42834.525595
  nChanged 2
		SP:Iteration 11Q (1998.230000 sec): 3 clusters
  Score: Raw -45803.403452 + Penalty 2883.808744 = -42919.594708
  nChanged 1
		SP:Iteration 12Q (1998.230000 sec): 3 clusters
  Score: Raw -45808.698212 + Penalty 2883.808744 = -42924.889469
  nChanged 0
		SP:Iteration 13F (1998.230000 sec): 3 clusters
  Score: Raw -45808.698212 + Penalty 2883.808744 = -42924.889469
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1998.240000 sec): 2 clusters
  Score: Raw -280744.306061 + Penalty 1887.491492 = -278856.814569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1998.240000 sec): 3 clusters
  Score: Raw -280112.897492 + Penalty 3774.982984 = -276337.914508
  nChanged 699
		SP:Iteration 1F (1998.250000 sec): 3 clusters
  Score: Raw -280980.869194 + Penalty 3774.982984 = -277205.886210
  nChanged 261
		SP:Iteration 2F (1998.260000 sec): 3 clusters
  Score: Raw -281398.776364 + Penalty 3774.982984 = -277623.793380
  nChanged 179
		SP:Iteration 3F (1998.270000 sec): 3 clusters
  Score: Raw -281676.538555 + Penalty 3774.982984 = -277901.555571
  nChanged 129
		SP:Iteration 4F (1998.280000 sec): 3 clusters
  Score: Raw -281910.697782 + Penalty 3774.982984 = -278135.714798
  nChanged 94
		SP:Iteration 5Q (1998.280000 sec): 3 clusters
  Score: Raw -282159.394248 + Penalty 3774.982984 = -278384.411264
  nChanged 77
		SP:Iteration 6Q (1998.290000 sec): 3 clusters
  Score: Raw -282356.184432 + Penalty 3774.982984 = -278581.201448
  nChanged 57
		SP:Iteration 7Q (1998.300000 sec): 3 clusters
  Score: Raw -282473.084117 + Penalty 3774.982984 = -278698.101133
  nChanged 36
		SP:Iteration 8Q (1998.310000 sec): 3 clusters
  Score: Raw -282513.930518 + Penalty 3774.982984 = -278738.947534
  nChanged 17
		SP:Iteration 9Q (1998.320000 sec): 3 clusters
  Score: Raw -282534.017632 + Penalty 3774.982984 = -278759.034648
  nChanged 7
		SP:Iteration 10Q (1998.320000 sec): 3 clusters
  Score: Raw -282543.099768 + Penalty 3774.982984 = -278768.116784
  nChanged 1
		SP:Iteration 11Q (1998.330000 sec): 3 clusters
  Score: Raw -282543.437020 + Penalty 3774.982984 = -278768.454036
  nChanged 0
		SP:Iteration 12F (1998.340000 sec): 3 clusters
  Score: Raw -282543.437020 + Penalty 3774.982984 = -278768.454036
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (20609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1998.420000 sec): 2 clusters
  Score: Raw -2892756.496196 + Penalty 2463.503822 = -2890292.992374
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1998.500000 sec): 3 clusters
  Score: Raw -2880775.191641 + Penalty 4927.007644 = -2875848.183997
  nChanged 9077
		SP:Iteration 1F (1998.580000 sec): 3 clusters
  Score: Raw -2885895.824823 + Penalty 4927.007644 = -2880968.817179
  nChanged 1145
		SP:Iteration 2F (1998.670000 sec): 3 clusters
  Score: Raw -2886394.461819 + Penalty 4927.007644 = -2881467.454175
  nChanged 1019
		SP:Iteration 3Q (1998.750000 sec): 3 clusters
  Score: Raw -2886827.653948 + Penalty 4927.007644 = -2881900.646304
  nChanged 928
		SP:Iteration 4Q (1998.840000 sec): 3 clusters
  Score: Raw -2887222.112589 + Penalty 4927.007644 = -2882295.104945
  nChanged 916
		SP:Iteration 5Q (1998.920000 sec): 3 clusters
  Score: Raw -2887640.742239 + Penalty 4927.007644 = -2882713.734595
  nChanged 929
		SP:Iteration 6Q (1999.010000 sec): 3 clusters
  Score: Raw -2888098.523381 + Penalty 4927.007644 = -2883171.515737
  nChanged 948
		SP:Iteration 7Q (1999.090000 sec): 3 clusters
  Score: Raw -2888578.161791 + Penalty 4927.007644 = -2883651.154148
  nChanged 939
		SP:Iteration 8Q (1999.180000 sec): 3 clusters
  Score: Raw -2889080.930773 + Penalty 4927.007644 = -2884153.923129
  nChanged 944
		SP:Iteration 9Q (1999.260000 sec): 3 clusters
  Score: Raw -2889624.904768 + Penalty 4927.007644 = -2884697.897124
  nChanged 865
		SP:Iteration 10Q (1999.350000 sec): 3 clusters
  Score: Raw -2890189.625773 + Penalty 4927.007644 = -2885262.618130
  nChanged 804
		SP:Iteration 11Q (1999.430000 sec): 3 clusters
  Score: Raw -2890889.907447 + Penalty 4927.007644 = -2885962.899804
  nChanged 762
		SP:Iteration 12Q (1999.520000 sec): 3 clusters
  Score: Raw -2891632.310465 + Penalty 4927.007644 = -2886705.302821
  nChanged 654
		SP:Iteration 13Q (1999.600000 sec): 3 clusters
  Score: Raw -2892224.344159 + Penalty 4927.007644 = -2887297.336516
  nChanged 540
		SP:Iteration 14Q (1999.680000 sec): 3 clusters
  Score: Raw -2892577.464525 + Penalty 4927.007644 = -2887650.456881
  nChanged 387
		SP:Iteration 15Q (1999.760000 sec): 3 clusters
  Score: Raw -2892794.860663 + Penalty 4927.007644 = -2887867.853020
  nChanged 312
		SP:Iteration 16Q (1999.830000 sec): 3 clusters
  Score: Raw -2892936.005119 + Penalty 4927.007644 = -2888008.997476
  nChanged 215
		SP:Iteration 17Q (1999.900000 sec): 3 clusters
  Score: Raw -2893017.677920 + Penalty 4927.007644 = -2888090.670276
  nChanged 168
		SP:Iteration 18Q (1999.980000 sec): 3 clusters
  Score: Raw -2893072.753757 + Penalty 4927.007644 = -2888145.746113
  nChanged 129
		SP:Iteration 19Q (2000.050000 sec): 3 clusters
  Score: Raw -2893108.637474 + Penalty 4927.007644 = -2888181.629830
  nChanged 90
		SP:Iteration 20F (2000.130000 sec): 3 clusters
  Score: Raw -2893133.616876 + Penalty 4927.007644 = -2888206.609232
  nChanged 97
		SP:Iteration 21Q (2000.200000 sec): 3 clusters
  Score: Raw -2893156.152147 + Penalty 4927.007644 = -2888229.144503
  nChanged 68
		SP:Iteration 22Q (2000.270000 sec): 3 clusters
  Score: Raw -2893170.233178 + Penalty 4927.007644 = -2888243.225535
  nChanged 66
		SP:Iteration 23Q (2000.340000 sec): 3 clusters
  Score: Raw -2893184.791436 + Penalty 4927.007644 = -2888257.783792
  nChanged 58
		SP:Iteration 24Q (2000.420000 sec): 3 clusters
  Score: Raw -2893196.286492 + Penalty 4927.007644 = -2888269.278848
  nChanged 50
		SP:Iteration 25Q (2000.490000 sec): 3 clusters
  Score: Raw -2893204.217241 + Penalty 4927.007644 = -2888277.209598
  nChanged 25
		SP:Iteration 26Q (2000.560000 sec): 3 clusters
  Score: Raw -2893207.220101 + Penalty 4927.007644 = -2888280.212457
  nChanged 16
		SP:Iteration 27Q (2000.630000 sec): 3 clusters
  Score: Raw -2893209.336548 + Penalty 4927.007644 = -2888282.328905
  nChanged 13
		SP:Iteration 28Q (2000.700000 sec): 3 clusters
  Score: Raw -2893210.990128 + Penalty 4927.007644 = -2888283.982484
  nChanged 14
		SP:Iteration 29Q (2000.770000 sec): 3 clusters
  Score: Raw -2893212.502610 + Penalty 4927.007644 = -2888285.494967
  nChanged 9
		SP:Iteration 30Q (2000.840000 sec): 3 clusters
  Score: Raw -2893213.617271 + Penalty 4927.007644 = -2888286.609627
  nChanged 10
		SP:Iteration 31Q (2000.910000 sec): 3 clusters
  Score: Raw -2893214.754834 + Penalty 4927.007644 = -2888287.747190
  nChanged 6
		SP:Iteration 32Q (2000.980000 sec): 3 clusters
  Score: Raw -2893215.318923 + Penalty 4927.007644 = -2888288.311280
  nChanged 10
		SP:Iteration 33Q (2001.050000 sec): 3 clusters
  Score: Raw -2893216.728161 + Penalty 4927.007644 = -2888289.720518
  nChanged 7
		SP:Iteration 34Q (2001.120000 sec): 3 clusters
  Score: Raw -2893217.567029 + Penalty 4927.007644 = -2888290.559385
  nChanged 8
		SP:Iteration 35Q (2001.190000 sec): 3 clusters
  Score: Raw -2893218.778027 + Penalty 4927.007644 = -2888291.770384
  nChanged 8
		SP:Iteration 36Q (2001.260000 sec): 3 clusters
  Score: Raw -2893219.761094 + Penalty 4927.007644 = -2888292.753450
  nChanged 5
		SP:Iteration 37Q (2001.330000 sec): 3 clusters
  Score: Raw -2893220.315995 + Penalty 4927.007644 = -2888293.308351
  nChanged 7
		SP:Iteration 38Q (2001.400000 sec): 3 clusters
  Score: Raw -2893221.217140 + Penalty 4927.007644 = -2888294.209496
  nChanged 7
		SP:Iteration 39Q (2001.470000 sec): 3 clusters
  Score: Raw -2893222.226703 + Penalty 4927.007644 = -2888295.219059
  nChanged 11
		SP:Iteration 40F (2001.550000 sec): 3 clusters
  Score: Raw -2893223.288068 + Penalty 4927.007644 = -2888296.280424
  nChanged 8
		SP:Iteration 41Q (2001.620000 sec): 3 clusters
  Score: Raw -2893224.495817 + Penalty 4927.007644 = -2888297.488174
  nChanged 9
		SP:Iteration 42Q (2001.690000 sec): 3 clusters
  Score: Raw -2893226.201089 + Penalty 4927.007644 = -2888299.193446
  nChanged 11
		SP:Iteration 43Q (2001.760000 sec): 3 clusters
  Score: Raw -2893227.518603 + Penalty 4927.007644 = -2888300.510959
  nChanged 13
		SP:Iteration 44Q (2001.830000 sec): 3 clusters
  Score: Raw -2893228.874823 + Penalty 4927.007644 = -2888301.867180
  nChanged 7
		SP:Iteration 45Q (2001.900000 sec): 3 clusters
  Score: Raw -2893229.588307 + Penalty 4927.007644 = -2888302.580664
  nChanged 9
		SP:Iteration 46Q (2001.970000 sec): 3 clusters
  Score: Raw -2893230.657190 + Penalty 4927.007644 = -2888303.649546
  nChanged 7
		SP:Iteration 47Q (2002.040000 sec): 3 clusters
  Score: Raw -2893231.351117 + Penalty 4927.007644 = -2888304.343473
  nChanged 2
		SP:Iteration 48Q (2002.110000 sec): 3 clusters
  Score: Raw -2893231.477405 + Penalty 4927.007644 = -2888304.469761
  nChanged 2
		SP:Iteration 49Q (2002.180000 sec): 3 clusters
  Score: Raw -2893231.723631 + Penalty 4927.007644 = -2888304.715987
  nChanged 4
		SP:Iteration 50Q (2002.250000 sec): 3 clusters
  Score: Raw -2893232.603599 + Penalty 4927.007644 = -2888305.595956
  nChanged 7
		SP:Iteration 51Q (2002.320000 sec): 3 clusters
  Score: Raw -2893233.338520 + Penalty 4927.007644 = -2888306.330876
  nChanged 8
		SP:Iteration 52Q (2002.390000 sec): 3 clusters
  Score: Raw -2893234.332365 + Penalty 4927.007644 = -2888307.324721
  nChanged 6
		SP:Iteration 53Q (2002.460000 sec): 3 clusters
  Score: Raw -2893235.163330 + Penalty 4927.007644 = -2888308.155687
  nChanged 4
		SP:Iteration 54Q (2002.530000 sec): 3 clusters
  Score: Raw -2893235.404502 + Penalty 4927.007644 = -2888308.396858
  nChanged 2
		SP:Iteration 55Q (2002.600000 sec): 3 clusters
  Score: Raw -2893235.671173 + Penalty 4927.007644 = -2888308.663530
  nChanged 2
		SP:Iteration 56Q (2002.660000 sec): 3 clusters
  Score: Raw -2893235.794846 + Penalty 4927.007644 = -2888308.787202
  nChanged 1
		SP:Iteration 57Q (2002.730000 sec): 3 clusters
  Score: Raw -2893235.864472 + Penalty 4927.007644 = -2888308.856829
  nChanged 0
		SP:Iteration 58F (2002.820000 sec): 3 clusters
  Score: Raw -2893235.864472 + Penalty 4927.007644 = -2888308.856829
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (42763 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2002.970000 sec): 2 clusters
  Score: Raw -6598290.017478 + Penalty 2644.530273 = -6595645.487205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2003.150000 sec): 3 clusters
  Score: Raw -6571944.341942 + Penalty 5289.060547 = -6566655.281395
  nChanged 19675
		SP:Iteration 1F (2003.320000 sec): 3 clusters
  Score: Raw -6582700.926892 + Penalty 5289.060547 = -6577411.866346
  nChanged 1778
		SP:Iteration 2Q (2003.500000 sec): 3 clusters
  Score: Raw -6583205.305794 + Penalty 5289.060547 = -6577916.245247
  nChanged 1659
		SP:Iteration 3Q (2003.680000 sec): 3 clusters
  Score: Raw -6583679.914402 + Penalty 5289.060547 = -6578390.853855
  nChanged 1579
		SP:Iteration 4Q (2003.860000 sec): 3 clusters
  Score: Raw -6584157.551412 + Penalty 5289.060547 = -6578868.490865
  nChanged 1565
		SP:Iteration 5Q (2004.030000 sec): 3 clusters
  Score: Raw -6584673.784492 + Penalty 5289.060547 = -6579384.723945
  nChanged 1566
		SP:Iteration 6Q (2004.210000 sec): 3 clusters
  Score: Raw -6585233.954647 + Penalty 5289.060547 = -6579944.894101
  nChanged 1607
		SP:Iteration 7Q (2004.390000 sec): 3 clusters
  Score: Raw -6585895.471531 + Penalty 5289.060547 = -6580606.410984
  nChanged 1714
		SP:Iteration 8Q (2004.560000 sec): 3 clusters
  Score: Raw -6586764.909896 + Penalty 5289.060547 = -6581475.849349
  nChanged 1908
		SP:Iteration 9Q (2004.740000 sec): 3 clusters
  Score: Raw -6587839.950793 + Penalty 5289.060547 = -6582550.890246
  nChanged 1998
		SP:Iteration 10Q (2004.920000 sec): 3 clusters
  Score: Raw -6589103.194131 + Penalty 5289.060547 = -6583814.133585
  nChanged 2060
		SP:Iteration 11Q (2005.090000 sec): 3 clusters
  Score: Raw -6590388.947115 + Penalty 5289.060547 = -6585099.886568
  nChanged 1933
		SP:Iteration 12Q (2005.270000 sec): 3 clusters
  Score: Raw -6591483.720005 + Penalty 5289.060547 = -6586194.659458
  nChanged 1717
		SP:Iteration 13Q (2005.440000 sec): 3 clusters
  Score: Raw -6592350.088838 + Penalty 5289.060547 = -6587061.028292
  nChanged 1462
		SP:Iteration 14Q (2005.610000 sec): 3 clusters
  Score: Raw -6593019.056397 + Penalty 5289.060547 = -6587729.995850
  nChanged 1303
		SP:Iteration 15Q (2005.780000 sec): 3 clusters
  Score: Raw -6593603.180668 + Penalty 5289.060547 = -6588314.120121
  nChanged 1266
		SP:Iteration 16Q (2005.940000 sec): 3 clusters
  Score: Raw -6594200.292825 + Penalty 5289.060547 = -6588911.232278
  nChanged 1224
		SP:Iteration 17Q (2006.100000 sec): 3 clusters
  Score: Raw -6594804.239951 + Penalty 5289.060547 = -6589515.179404
  nChanged 1211
		SP:Iteration 18Q (2006.260000 sec): 3 clusters
  Score: Raw -6595428.809880 + Penalty 5289.060547 = -6590139.749333
  nChanged 1137
		SP:Iteration 19Q (2006.420000 sec): 3 clusters
  Score: Raw -6596024.155592 + Penalty 5289.060547 = -6590735.095045
  nChanged 984
		SP:Iteration 20F (2006.590000 sec): 3 clusters
  Score: Raw -6596559.834855 + Penalty 5289.060547 = -6591270.774309
  nChanged 856
		SP:Iteration 21Q (2006.740000 sec): 3 clusters
  Score: Raw -6597044.746906 + Penalty 5289.060547 = -6591755.686359
  nChanged 758
		SP:Iteration 22Q (2006.880000 sec): 3 clusters
  Score: Raw -6597494.822111 + Penalty 5289.060547 = -6592205.761565
  nChanged 580
		SP:Iteration 23Q (2007.020000 sec): 3 clusters
  Score: Raw -6597855.935873 + Penalty 5289.060547 = -6592566.875326
  nChanged 446
		SP:Iteration 24Q (2007.160000 sec): 3 clusters
  Score: Raw -6598137.911724 + Penalty 5289.060547 = -6592848.851177
  nChanged 325
		SP:Iteration 25Q (2007.290000 sec): 3 clusters
  Score: Raw -6598335.725464 + Penalty 5289.060547 = -6593046.664918
  nChanged 240
		SP:Iteration 26Q (2007.420000 sec): 3 clusters
  Score: Raw -6598479.092879 + Penalty 5289.060547 = -6593190.032332
  nChanged 179
		SP:Iteration 27Q (2007.560000 sec): 3 clusters
  Score: Raw -6598584.925115 + Penalty 5289.060547 = -6593295.864568
  nChanged 135
		SP:Iteration 28Q (2007.690000 sec): 3 clusters
  Score: Raw -6598668.711340 + Penalty 5289.060547 = -6593379.650794
  nChanged 104
		SP:Iteration 29Q (2007.820000 sec): 3 clusters
  Score: Raw -6598736.604353 + Penalty 5289.060547 = -6593447.543806
  nChanged 90
		SP:Iteration 30Q (2007.940000 sec): 3 clusters
  Score: Raw -6598797.228736 + Penalty 5289.060547 = -6593508.168190
  nChanged 81
		SP:Iteration 31Q (2008.070000 sec): 3 clusters
  Score: Raw -6598854.059745 + Penalty 5289.060547 = -6593564.999199
  nChanged 62
		SP:Iteration 32Q (2008.200000 sec): 3 clusters
  Score: Raw -6598897.407892 + Penalty 5289.060547 = -6593608.347345
  nChanged 49
		SP:Iteration 33Q (2008.320000 sec): 3 clusters
  Score: Raw -6598940.769489 + Penalty 5289.060547 = -6593651.708943
  nChanged 50
		SP:Iteration 34Q (2008.450000 sec): 3 clusters
  Score: Raw -6598981.093324 + Penalty 5289.060547 = -6593692.032777
  nChanged 49
		SP:Iteration 35Q (2008.570000 sec): 3 clusters
  Score: Raw -6599024.383962 + Penalty 5289.060547 = -6593735.323415
  nChanged 40
		SP:Iteration 36Q (2008.700000 sec): 3 clusters
  Score: Raw -6599058.185340 + Penalty 5289.060547 = -6593769.124794
  nChanged 40
		SP:Iteration 37Q (2008.820000 sec): 3 clusters
  Score: Raw -6599094.347923 + Penalty 5289.060547 = -6593805.287376
  nChanged 47
		SP:Iteration 38Q (2008.940000 sec): 3 clusters
  Score: Raw -6599137.571489 + Penalty 5289.060547 = -6593848.510942
  nChanged 37
		SP:Iteration 39Q (2009.070000 sec): 3 clusters
  Score: Raw -6599170.357837 + Penalty 5289.060547 = -6593881.297290
  nChanged 30
		SP:Iteration 40F (2009.240000 sec): 3 clusters
  Score: Raw -6599221.137070 + Penalty 5289.060547 = -6593932.076523
  nChanged 39
		SP:Iteration 41Q (2009.360000 sec): 3 clusters
  Score: Raw -6599270.476647 + Penalty 5289.060547 = -6593981.416101
  nChanged 43
		SP:Iteration 42Q (2009.480000 sec): 3 clusters
  Score: Raw -6599321.410146 + Penalty 5289.060547 = -6594032.349599
  nChanged 49
		SP:Iteration 43Q (2009.600000 sec): 3 clusters
  Score: Raw -6599387.779736 + Penalty 5289.060547 = -6594098.719190
  nChanged 41
		SP:Iteration 44Q (2009.730000 sec): 3 clusters
  Score: Raw -6599441.201773 + Penalty 5289.060547 = -6594152.141226
  nChanged 30
		SP:Iteration 45Q (2009.850000 sec): 3 clusters
  Score: Raw -6599483.701686 + Penalty 5289.060547 = -6594194.641139
  nChanged 20
		SP:Iteration 46Q (2009.970000 sec): 3 clusters
  Score: Raw -6599512.056741 + Penalty 5289.060547 = -6594222.996194
  nChanged 25
		SP:Iteration 47Q (2010.090000 sec): 3 clusters
  Score: Raw -6599553.742429 + Penalty 5289.060547 = -6594264.681882
  nChanged 23
		SP:Iteration 48Q (2010.210000 sec): 3 clusters
  Score: Raw -6599582.420395 + Penalty 5289.060547 = -6594293.359848
  nChanged 14
		SP:Iteration 49Q (2010.340000 sec): 3 clusters
  Score: Raw -6599603.197650 + Penalty 5289.060547 = -6594314.137103
  nChanged 11
		SP:Iteration 50Q (2010.460000 sec): 3 clusters
  Score: Raw -6599623.568308 + Penalty 5289.060547 = -6594334.507761
  nChanged 5
		SP:Iteration 51Q (2010.580000 sec): 3 clusters
  Score: Raw -6599630.602803 + Penalty 5289.060547 = -6594341.542256
  nChanged 6
		SP:Iteration 52Q (2010.700000 sec): 3 clusters
  Score: Raw -6599636.834646 + Penalty 5289.060547 = -6594347.774099
  nChanged 3
		SP:Iteration 53Q (2010.820000 sec): 3 clusters
  Score: Raw -6599642.749869 + Penalty 5289.060547 = -6594353.689322
  nChanged 2
		SP:Iteration 54Q (2010.940000 sec): 3 clusters
  Score: Raw -6599645.149825 + Penalty 5289.060547 = -6594356.089278
  nChanged 1
		SP:Iteration 55Q (2011.060000 sec): 3 clusters
  Score: Raw -6599646.273200 + Penalty 5289.060547 = -6594357.212654
  nChanged 0
		SP:Iteration 56F (2011.220000 sec): 3 clusters
  Score: Raw -6599647.313885 + Penalty 5289.060547 = -6594358.253338
  nChanged 1
		SP:Iteration 57Q (2011.340000 sec): 3 clusters
  Score: Raw -6599647.953923 + Penalty 5289.060547 = -6594358.893376
  nChanged 0
		SP:Iteration 58F (2011.520000 sec): 3 clusters
  Score: Raw -6599647.953923 + Penalty 5289.060547 = -6594358.893376
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119965 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2011.940000 sec): 2 clusters
  Score: Raw -17483351.979701 + Penalty 2900.348918 = -17480451.630783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2012.430000 sec): 3 clusters
  Score: Raw -17406003.874056 + Penalty 5800.697835 = -17400203.176221
  nChanged 57081
		SP:Iteration 1F (2012.920000 sec): 3 clusters
  Score: Raw -17439752.677004 + Penalty 5800.697835 = -17433951.979169
  nChanged 5138
		SP:Iteration 2Q (2013.410000 sec): 3 clusters
  Score: Raw -17441643.703377 + Penalty 5800.697835 = -17435843.005542
  nChanged 6120
		SP:Iteration 3F (2013.900000 sec): 3 clusters
  Score: Raw -17444439.826962 + Penalty 5800.697835 = -17438639.129127
  nChanged 7106
		SP:Iteration 4F (2014.380000 sec): 3 clusters
  Score: Raw -17448321.318847 + Penalty 5800.697835 = -17442520.621012
  nChanged 7705
		SP:Iteration 5F (2014.860000 sec): 3 clusters
  Score: Raw -17452802.230789 + Penalty 5800.697835 = -17447001.532954
  nChanged 7565
		SP:Iteration 6F (2015.350000 sec): 3 clusters
  Score: Raw -17457365.547453 + Penalty 5800.697835 = -17451564.849618
  nChanged 6942
		SP:Iteration 7F (2015.840000 sec): 3 clusters
  Score: Raw -17461525.591094 + Penalty 5800.697835 = -17455724.893259
  nChanged 5975
		SP:Iteration 8Q (2016.330000 sec): 3 clusters
  Score: Raw -17465136.644304 + Penalty 5800.697835 = -17459335.946469
  nChanged 5185
		SP:Iteration 9Q (2016.810000 sec): 3 clusters
  Score: Raw -17468466.237553 + Penalty 5800.697835 = -17462665.539718
  nChanged 4505
		SP:Iteration 10Q (2017.300000 sec): 3 clusters
  Score: Raw -17471411.625271 + Penalty 5800.697835 = -17465610.927436
  nChanged 3841
		SP:Iteration 11Q (2017.760000 sec): 3 clusters
  Score: Raw -17474051.836169 + Penalty 5800.697835 = -17468251.138334
  nChanged 3256
		SP:Iteration 12Q (2018.210000 sec): 3 clusters
  Score: Raw -17476378.878276 + Penalty 5800.697835 = -17470578.180441
  nChanged 2569
		SP:Iteration 13Q (2018.640000 sec): 3 clusters
  Score: Raw -17478168.762328 + Penalty 5800.697835 = -17472368.064493
  nChanged 2072
		SP:Iteration 14Q (2019.050000 sec): 3 clusters
  Score: Raw -17479619.006711 + Penalty 5800.697835 = -17473818.308876
  nChanged 1656
		SP:Iteration 15Q (2019.440000 sec): 3 clusters
  Score: Raw -17480770.628086 + Penalty 5800.697835 = -17474969.930251
  nChanged 1302
		SP:Iteration 16Q (2019.820000 sec): 3 clusters
  Score: Raw -17481636.220921 + Penalty 5800.697835 = -17475835.523086
  nChanged 900
		SP:Iteration 17Q (2020.190000 sec): 3 clusters
  Score: Raw -17482226.577703 + Penalty 5800.697835 = -17476425.879868
  nChanged 704
		SP:Iteration 18Q (2020.550000 sec): 3 clusters
  Score: Raw -17482703.025290 + Penalty 5800.697835 = -17476902.327455
  nChanged 463
		SP:Iteration 19Q (2020.910000 sec): 3 clusters
  Score: Raw -17483003.985491 + Penalty 5800.697835 = -17477203.287656
  nChanged 329
		SP:Iteration 20F (2021.390000 sec): 3 clusters
  Score: Raw -17483224.493698 + Penalty 5800.697835 = -17477423.795863
  nChanged 237
		SP:Iteration 21Q (2021.740000 sec): 3 clusters
  Score: Raw -17483361.673579 + Penalty 5800.697835 = -17477560.975744
  nChanged 175
		SP:Iteration 22Q (2022.090000 sec): 3 clusters
  Score: Raw -17483462.246049 + Penalty 5800.697835 = -17477661.548214
  nChanged 134
		SP:Iteration 23Q (2022.430000 sec): 3 clusters
  Score: Raw -17483528.041345 + Penalty 5800.697835 = -17477727.343510
  nChanged 92
		SP:Iteration 24Q (2022.780000 sec): 3 clusters
  Score: Raw -17483570.008544 + Penalty 5800.697835 = -17477769.310709
  nChanged 67
		SP:Iteration 25Q (2023.130000 sec): 3 clusters
  Score: Raw -17483600.363486 + Penalty 5800.697835 = -17477799.665651
  nChanged 43
		SP:Iteration 26Q (2023.470000 sec): 3 clusters
  Score: Raw -17483619.456392 + Penalty 5800.697835 = -17477818.758557
  nChanged 38
		SP:Iteration 27Q (2023.820000 sec): 3 clusters
  Score: Raw -17483635.244602 + Penalty 5800.697835 = -17477834.546767
  nChanged 31
		SP:Iteration 28Q (2024.170000 sec): 3 clusters
  Score: Raw -17483648.166992 + Penalty 5800.697835 = -17477847.469157
  nChanged 20
		SP:Iteration 29Q (2024.510000 sec): 3 clusters
  Score: Raw -17483655.650796 + Penalty 5800.697835 = -17477854.952961
  nChanged 24
		SP:Iteration 30Q (2024.850000 sec): 3 clusters
  Score: Raw -17483665.094208 + Penalty 5800.697835 = -17477864.396373
  nChanged 18
		SP:Iteration 31Q (2025.200000 sec): 3 clusters
  Score: Raw -17483671.743267 + Penalty 5800.697835 = -17477871.045432
  nChanged 16
		SP:Iteration 32Q (2025.540000 sec): 3 clusters
  Score: Raw -17483679.097813 + Penalty 5800.697835 = -17477878.399978
  nChanged 19
		SP:Iteration 33Q (2025.890000 sec): 3 clusters
  Score: Raw -17483687.352037 + Penalty 5800.697835 = -17477886.654202
  nChanged 23
		SP:Iteration 34Q (2026.230000 sec): 3 clusters
  Score: Raw -17483698.331721 + Penalty 5800.697835 = -17477897.633886
  nChanged 23
		SP:Iteration 35Q (2026.570000 sec): 3 clusters
  Score: Raw -17483709.070185 + Penalty 5800.697835 = -17477908.372350
  nChanged 26
		SP:Iteration 36Q (2026.910000 sec): 3 clusters
  Score: Raw -17483721.483228 + Penalty 5800.697835 = -17477920.785393
  nChanged 21
		SP:Iteration 37Q (2027.250000 sec): 3 clusters
  Score: Raw -17483731.065161 + Penalty 5800.697835 = -17477930.367326
  nChanged 16
		SP:Iteration 38Q (2027.600000 sec): 3 clusters
  Score: Raw -17483737.627480 + Penalty 5800.697835 = -17477936.929645
  nChanged 10
		SP:Iteration 39Q (2027.940000 sec): 3 clusters
  Score: Raw -17483741.805756 + Penalty 5800.697835 = -17477941.107921
  nChanged 12
		SP:Iteration 40F (2028.420000 sec): 3 clusters
  Score: Raw -17483747.755574 + Penalty 5800.697835 = -17477947.057739
  nChanged 7
		SP:Iteration 41Q (2028.760000 sec): 3 clusters
  Score: Raw -17483751.318942 + Penalty 5800.697835 = -17477950.621107
  nChanged 6
		SP:Iteration 42Q (2029.110000 sec): 3 clusters
  Score: Raw -17483753.445247 + Penalty 5800.697835 = -17477952.747412
  nChanged 5
		SP:Iteration 43Q (2029.450000 sec): 3 clusters
  Score: Raw -17483755.558888 + Penalty 5800.697835 = -17477954.861053
  nChanged 5
		SP:Iteration 44Q (2029.790000 sec): 3 clusters
  Score: Raw -17483757.752075 + Penalty 5800.697835 = -17477957.054240
  nChanged 3
		SP:Iteration 45Q (2030.140000 sec): 3 clusters
  Score: Raw -17483759.729115 + Penalty 5800.697835 = -17477959.031280
  nChanged 3
		SP:Iteration 46Q (2030.480000 sec): 3 clusters
  Score: Raw -17483760.577013 + Penalty 5800.697835 = -17477959.879178
  nChanged 0
		SP:Iteration 47F (2030.960000 sec): 3 clusters
  Score: Raw -17483760.577013 + Penalty 5800.697835 = -17477959.879178
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11717 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2031.040000 sec): 2 clusters
  Score: Raw -1787233.162472 + Penalty 2323.461422 = -1784909.701049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2031.090000 sec): 3 clusters
  Score: Raw -1780792.892654 + Penalty 4646.922845 = -1776145.969810
  nChanged 4910
		SP:Iteration 1F (2031.130000 sec): 3 clusters
  Score: Raw -1783313.337256 + Penalty 4646.922845 = -1778666.414411
  nChanged 736
		SP:Iteration 2F (2031.180000 sec): 3 clusters
  Score: Raw -1783608.925093 + Penalty 4646.922845 = -1778962.002249
  nChanged 539
		SP:Iteration 3Q (2031.230000 sec): 3 clusters
  Score: Raw -1783822.956275 + Penalty 4646.922845 = -1779176.033431
  nChanged 476
		SP:Iteration 4Q (2031.270000 sec): 3 clusters
  Score: Raw -1783988.298296 + Penalty 4646.922845 = -1779341.375452
  nChanged 348
		SP:Iteration 5Q (2031.320000 sec): 3 clusters
  Score: Raw -1784107.756905 + Penalty 4646.922845 = -1779460.834060
  nChanged 330
		SP:Iteration 6Q (2031.360000 sec): 3 clusters
  Score: Raw -1784218.355761 + Penalty 4646.922845 = -1779571.432916
  nChanged 284
		SP:Iteration 7Q (2031.410000 sec): 3 clusters
  Score: Raw -1784322.962813 + Penalty 4646.922845 = -1779676.039968
  nChanged 301
		SP:Iteration 8Q (2031.460000 sec): 3 clusters
  Score: Raw -1784447.676748 + Penalty 4646.922845 = -1779800.753904
  nChanged 306
		SP:Iteration 9Q (2031.500000 sec): 3 clusters
  Score: Raw -1784580.505902 + Penalty 4646.922845 = -1779933.583058
  nChanged 329
		SP:Iteration 10Q (2031.550000 sec): 3 clusters
  Score: Raw -1784728.233290 + Penalty 4646.922845 = -1780081.310446
  nChanged 353
		SP:Iteration 11Q (2031.600000 sec): 3 clusters
  Score: Raw -1784889.587397 + Penalty 4646.922845 = -1780242.664553
  nChanged 370
		SP:Iteration 12Q (2031.640000 sec): 3 clusters
  Score: Raw -1785062.424630 + Penalty 4646.922845 = -1780415.501785
  nChanged 395
		SP:Iteration 13Q (2031.690000 sec): 3 clusters
  Score: Raw -1785276.671115 + Penalty 4646.922845 = -1780629.748271
  nChanged 424
		SP:Iteration 14Q (2031.740000 sec): 3 clusters
  Score: Raw -1785536.103027 + Penalty 4646.922845 = -1780889.180182
  nChanged 455
		SP:Iteration 15Q (2031.780000 sec): 3 clusters
  Score: Raw -1785818.061134 + Penalty 4646.922845 = -1781171.138290
  nChanged 408
		SP:Iteration 16Q (2031.830000 sec): 3 clusters
  Score: Raw -1786095.940801 + Penalty 4646.922845 = -1781449.017957
  nChanged 405
		SP:Iteration 17Q (2031.870000 sec): 3 clusters
  Score: Raw -1786376.274416 + Penalty 4646.922845 = -1781729.351571
  nChanged 355
		SP:Iteration 18Q (2031.910000 sec): 3 clusters
  Score: Raw -1786641.548204 + Penalty 4646.922845 = -1781994.625360
  nChanged 325
		SP:Iteration 19Q (2031.960000 sec): 3 clusters
  Score: Raw -1786883.917799 + Penalty 4646.922845 = -1782236.994955
  nChanged 227
		SP:Iteration 20F (2032.000000 sec): 3 clusters
  Score: Raw -1787055.049647 + Penalty 4646.922845 = -1782408.126802
  nChanged 173
		SP:Iteration 21Q (2032.040000 sec): 3 clusters
  Score: Raw -1787187.723454 + Penalty 4646.922845 = -1782540.800610
  nChanged 114
		SP:Iteration 22Q (2032.080000 sec): 3 clusters
  Score: Raw -1787277.755265 + Penalty 4646.922845 = -1782630.832420
  nChanged 80
		SP:Iteration 23Q (2032.120000 sec): 3 clusters
  Score: Raw -1787340.416124 + Penalty 4646.922845 = -1782693.493279
  nChanged 58
		SP:Iteration 24Q (2032.160000 sec): 3 clusters
  Score: Raw -1787389.387781 + Penalty 4646.922845 = -1782742.464936
  nChanged 39
		SP:Iteration 25Q (2032.190000 sec): 3 clusters
  Score: Raw -1787419.812025 + Penalty 4646.922845 = -1782772.889181
  nChanged 24
		SP:Iteration 26Q (2032.230000 sec): 3 clusters
  Score: Raw -1787446.589230 + Penalty 4646.922845 = -1782799.666385
  nChanged 28
		SP:Iteration 27Q (2032.260000 sec): 3 clusters
  Score: Raw -1787476.882449 + Penalty 4646.922845 = -1782829.959605
  nChanged 13
		SP:Iteration 28Q (2032.300000 sec): 3 clusters
  Score: Raw -1787490.502570 + Penalty 4646.922845 = -1782843.579725
  nChanged 8
		SP:Iteration 29Q (2032.340000 sec): 3 clusters
  Score: Raw -1787497.718937 + Penalty 4646.922845 = -1782850.796092
  nChanged 8
		SP:Iteration 30Q (2032.370000 sec): 3 clusters
  Score: Raw -1787503.827225 + Penalty 4646.922845 = -1782856.904380
  nChanged 3
		SP:Iteration 31Q (2032.410000 sec): 3 clusters
  Score: Raw -1787506.148396 + Penalty 4646.922845 = -1782859.225551
  nChanged 3
		SP:Iteration 32Q (2032.440000 sec): 3 clusters
  Score: Raw -1787508.726134 + Penalty 4646.922845 = -1782861.803290
  nChanged 1
		SP:Iteration 33Q (2032.480000 sec): 3 clusters
  Score: Raw -1787510.088247 + Penalty 4646.922845 = -1782863.165402
  nChanged 2
		SP:Iteration 34Q (2032.510000 sec): 3 clusters
  Score: Raw -1787512.595610 + Penalty 4646.922845 = -1782865.672766
  nChanged 4
		SP:Iteration 35Q (2032.550000 sec): 3 clusters
  Score: Raw -1787515.844406 + Penalty 4646.922845 = -1782868.921562
  nChanged 1
		SP:Iteration 36Q (2032.580000 sec): 3 clusters
  Score: Raw -1787516.977445 + Penalty 4646.922845 = -1782870.054601
  nChanged 2
		SP:Iteration 37Q (2032.620000 sec): 3 clusters
  Score: Raw -1787519.103401 + Penalty 4646.922845 = -1782872.180557
  nChanged 1
		SP:Iteration 38Q (2032.650000 sec): 3 clusters
  Score: Raw -1787519.875302 + Penalty 4646.922845 = -1782872.952458
  nChanged 2
		SP:Iteration 39Q (2032.690000 sec): 3 clusters
  Score: Raw -1787523.079336 + Penalty 4646.922845 = -1782876.156491
  nChanged 3
		SP:Iteration 40F (2032.740000 sec): 3 clusters
  Score: Raw -1787525.248921 + Penalty 4646.922845 = -1782878.326076
  nChanged 1
		SP:Iteration 41Q (2032.770000 sec): 3 clusters
  Score: Raw -1787526.322186 + Penalty 4646.922845 = -1782879.399341
  nChanged 1
		SP:Iteration 42Q (2032.810000 sec): 3 clusters
  Score: Raw -1787526.765907 + Penalty 4646.922845 = -1782879.843062
  nChanged 0
		SP:Iteration 43F (2032.860000 sec): 3 clusters
  Score: Raw -1787526.765907 + Penalty 4646.922845 = -1782879.843062
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (3729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2032.880000 sec): 2 clusters
  Score: Raw -531615.056039 + Penalty 2039.526054 = -529575.529984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2032.900000 sec): 3 clusters
  Score: Raw -529941.489615 + Penalty 4079.052109 = -525862.437506
  nChanged 1328
		SP:Iteration 1F (2032.910000 sec): 3 clusters
  Score: Raw -530687.548154 + Penalty 4079.052109 = -526608.496046
  nChanged 285
		SP:Iteration 2F (2032.930000 sec): 3 clusters
  Score: Raw -530884.158635 + Penalty 4079.052109 = -526805.106526
  nChanged 207
		SP:Iteration 3F (2032.940000 sec): 3 clusters
  Score: Raw -531027.564536 + Penalty 4079.052109 = -526948.512427
  nChanged 152
		SP:Iteration 4Q (2032.960000 sec): 3 clusters
  Score: Raw -531120.543048 + Penalty 4079.052109 = -527041.490940
  nChanged 106
		SP:Iteration 5Q (2032.970000 sec): 3 clusters
  Score: Raw -531190.619971 + Penalty 4079.052109 = -527111.567862
  nChanged 87
		SP:Iteration 6Q (2032.990000 sec): 3 clusters
  Score: Raw -531244.652871 + Penalty 4079.052109 = -527165.600763
  nChanged 91
		SP:Iteration 7Q (2033.000000 sec): 3 clusters
  Score: Raw -531297.944624 + Penalty 4079.052109 = -527218.892515
  nChanged 87
		SP:Iteration 8Q (2033.020000 sec): 3 clusters
  Score: Raw -531355.880868 + Penalty 4079.052109 = -527276.828759
  nChanged 73
		SP:Iteration 9Q (2033.030000 sec): 3 clusters
  Score: Raw -531398.857992 + Penalty 4079.052109 = -527319.805884
  nChanged 65
		SP:Iteration 10Q (2033.050000 sec): 3 clusters
  Score: Raw -531440.377942 + Penalty 4079.052109 = -527361.325833
  nChanged 74
		SP:Iteration 11Q (2033.060000 sec): 3 clusters
  Score: Raw -531493.614400 + Penalty 4079.052109 = -527414.562292
  nChanged 81
		SP:Iteration 12Q (2033.080000 sec): 3 clusters
  Score: Raw -531550.708526 + Penalty 4079.052109 = -527471.656417
  nChanged 69
		SP:Iteration 13Q (2033.090000 sec): 3 clusters
  Score: Raw -531605.011141 + Penalty 4079.052109 = -527525.959032
  nChanged 73
		SP:Iteration 14Q (2033.100000 sec): 3 clusters
  Score: Raw -531657.398148 + Penalty 4079.052109 = -527578.346040
  nChanged 71
		SP:Iteration 15Q (2033.120000 sec): 3 clusters
  Score: Raw -531717.739116 + Penalty 4079.052109 = -527638.687008
  nChanged 74
		SP:Iteration 16Q (2033.140000 sec): 3 clusters
  Score: Raw -531774.979183 + Penalty 4079.052109 = -527695.927074
  nChanged 81
		SP:Iteration 17Q (2033.140000 sec): 3 clusters
  Score: Raw -531837.210845 + Penalty 4079.052109 = -527758.158736
  nChanged 72
		SP:Iteration 18Q (2033.160000 sec): 3 clusters
  Score: Raw -531894.972907 + Penalty 4079.052109 = -527815.920798
  nChanged 56
		SP:Iteration 19Q (2033.170000 sec): 3 clusters
  Score: Raw -531938.971837 + Penalty 4079.052109 = -527859.919728
  nChanged 52
		SP:Iteration 20F (2033.190000 sec): 3 clusters
  Score: Raw -531977.100563 + Penalty 4079.052109 = -527898.048454
  nChanged 49
		SP:Iteration 21Q (2033.200000 sec): 3 clusters
  Score: Raw -532017.213555 + Penalty 4079.052109 = -527938.161447
  nChanged 45
		SP:Iteration 22Q (2033.220000 sec): 3 clusters
  Score: Raw -532050.207209 + Penalty 4079.052109 = -527971.155101
  nChanged 41
		SP:Iteration 23Q (2033.230000 sec): 3 clusters
  Score: Raw -532081.946331 + Penalty 4079.052109 = -528002.894223
  nChanged 36
		SP:Iteration 24Q (2033.240000 sec): 3 clusters
  Score: Raw -532104.771054 + Penalty 4079.052109 = -528025.718945
  nChanged 28
		SP:Iteration 25Q (2033.260000 sec): 3 clusters
  Score: Raw -532122.332898 + Penalty 4079.052109 = -528043.280790
  nChanged 24
		SP:Iteration 26Q (2033.270000 sec): 3 clusters
  Score: Raw -532138.399190 + Penalty 4079.052109 = -528059.347081
  nChanged 26
		SP:Iteration 27Q (2033.280000 sec): 3 clusters
  Score: Raw -532154.656092 + Penalty 4079.052109 = -528075.603983
  nChanged 22
		SP:Iteration 28Q (2033.300000 sec): 3 clusters
  Score: Raw -532169.642623 + Penalty 4079.052109 = -528090.590515
  nChanged 26
		SP:Iteration 29Q (2033.310000 sec): 3 clusters
  Score: Raw -532184.058925 + Penalty 4079.052109 = -528105.006816
  nChanged 12
		SP:Iteration 30Q (2033.320000 sec): 3 clusters
  Score: Raw -532190.663738 + Penalty 4079.052109 = -528111.611630
  nChanged 7
		SP:Iteration 31Q (2033.340000 sec): 3 clusters
  Score: Raw -532195.212577 + Penalty 4079.052109 = -528116.160468
  nChanged 8
		SP:Iteration 32Q (2033.350000 sec): 3 clusters
  Score: Raw -532199.957621 + Penalty 4079.052109 = -528120.905512
  nChanged 10
		SP:Iteration 33Q (2033.360000 sec): 3 clusters
  Score: Raw -532204.639894 + Penalty 4079.052109 = -528125.587785
  nChanged 6
		SP:Iteration 34Q (2033.380000 sec): 3 clusters
  Score: Raw -532207.107071 + Penalty 4079.052109 = -528128.054962
  nChanged 4
		SP:Iteration 35Q (2033.390000 sec): 3 clusters
  Score: Raw -532209.233718 + Penalty 4079.052109 = -528130.181609
  nChanged 4
		SP:Iteration 36Q (2033.400000 sec): 3 clusters
  Score: Raw -532211.630980 + Penalty 4079.052109 = -528132.578872
  nChanged 5
		SP:Iteration 37Q (2033.420000 sec): 3 clusters
  Score: Raw -532213.342846 + Penalty 4079.052109 = -528134.290737
  nChanged 4
		SP:Iteration 38Q (2033.430000 sec): 3 clusters
  Score: Raw -532215.055661 + Penalty 4079.052109 = -528136.003553
  nChanged 1
		SP:Iteration 39Q (2033.440000 sec): 3 clusters
  Score: Raw -532215.377676 + Penalty 4079.052109 = -528136.325567
  nChanged 0
		SP:Iteration 40F (2033.460000 sec): 3 clusters
  Score: Raw -532215.377676 + Penalty 4079.052109 = -528136.325567
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2033.460000 sec): 2 clusters
  Score: Raw -27600.991144 + Penalty 1356.078915 = -26244.912229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2033.460000 sec): 3 clusters
  Score: Raw -27828.194463 + Penalty 2712.157830 = -25116.036633
  nChanged 33
		SP:Iteration 1F (2033.460000 sec): 3 clusters
  Score: Raw -28061.005293 + Penalty 2712.157830 = -25348.847463
  nChanged 12
		SP:Iteration 2F (2033.460000 sec): 3 clusters
  Score: Raw -28198.372559 + Penalty 2712.157830 = -25486.214729
  nChanged 6
		SP:Iteration 3Q (2033.460000 sec): 3 clusters
  Score: Raw -28229.794493 + Penalty 2712.157830 = -25517.636663
  nChanged 3
		SP:Iteration 4Q (2033.460000 sec): 3 clusters
  Score: Raw -28244.614945 + Penalty 2712.157830 = -25532.457115
  nChanged 3
		SP:Iteration 5Q (2033.470000 sec): 3 clusters
  Score: Raw -28257.834662 + Penalty 2712.157830 = -25545.676832
  nChanged 3
		SP:Iteration 6Q (2033.470000 sec): 3 clusters
  Score: Raw -28271.670912 + Penalty 2712.157830 = -25559.513082
  nChanged 3
		SP:Iteration 7Q (2033.470000 sec): 3 clusters
  Score: Raw -28289.498503 + Penalty 2712.157830 = -25577.340673
  nChanged 3
		SP:Iteration 8Q (2033.470000 sec): 3 clusters
  Score: Raw -28303.753013 + Penalty 2712.157830 = -25591.595183
  nChanged 3
		SP:Iteration 9Q (2033.470000 sec): 3 clusters
  Score: Raw -28329.206151 + Penalty 2712.157830 = -25617.048321
  nChanged 2
		SP:Iteration 10Q (2033.470000 sec): 3 clusters
  Score: Raw -28363.013365 + Penalty 2712.157830 = -25650.855535
  nChanged 1
		SP:Iteration 11Q (2033.470000 sec): 3 clusters
  Score: Raw -28371.539522 + Penalty 2712.157830 = -25659.381692
  nChanged 1
		SP:Iteration 12Q (2033.470000 sec): 3 clusters
  Score: Raw -28381.631143 + Penalty 2712.157830 = -25669.473313
  nChanged 0
		SP:Iteration 13F (2033.470000 sec): 3 clusters
  Score: Raw -28381.631143 + Penalty 2712.157830 = -25669.473313
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (31003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2033.590000 sec): 2 clusters
  Score: Raw -4525680.722365 + Penalty 2564.776135 = -4523115.946230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2033.720000 sec): 3 clusters
  Score: Raw -4507083.215395 + Penalty 5129.552269 = -4501953.663125
  nChanged 13972
		SP:Iteration 1F (2033.840000 sec): 3 clusters
  Score: Raw -4514736.128205 + Penalty 5129.552269 = -4509606.575936
  nChanged 1605
		SP:Iteration 2F (2033.960000 sec): 3 clusters
  Score: Raw -4515526.158520 + Penalty 5129.552269 = -4510396.606251
  nChanged 1842
		SP:Iteration 3F (2034.090000 sec): 3 clusters
  Score: Raw -4516573.898890 + Penalty 5129.552269 = -4511444.346621
  nChanged 2057
		SP:Iteration 4F (2034.220000 sec): 3 clusters
  Score: Raw -4517900.036826 + Penalty 5129.552269 = -4512770.484557
  nChanged 2347
		SP:Iteration 5F (2034.340000 sec): 3 clusters
  Score: Raw -4519554.105221 + Penalty 5129.552269 = -4514424.552951
  nChanged 2391
		SP:Iteration 6F (2034.460000 sec): 3 clusters
  Score: Raw -4521311.030166 + Penalty 5129.552269 = -4516181.477896
  nChanged 2087
		SP:Iteration 7F (2034.590000 sec): 3 clusters
  Score: Raw -4522781.221686 + Penalty 5129.552269 = -4517651.669416
  nChanged 1552
		SP:Iteration 8F (2034.710000 sec): 3 clusters
  Score: Raw -4523832.467613 + Penalty 5129.552269 = -4518702.915343
  nChanged 1015
		SP:Iteration 9Q (2034.840000 sec): 3 clusters
  Score: Raw -4524518.763114 + Penalty 5129.552269 = -4519389.210844
  nChanged 643
		SP:Iteration 10Q (2034.960000 sec): 3 clusters
  Score: Raw -4525069.444111 + Penalty 5129.552269 = -4519939.891842
  nChanged 464
		SP:Iteration 11Q (2035.080000 sec): 3 clusters
  Score: Raw -4525966.430853 + Penalty 5129.552269 = -4520836.878584
  nChanged 296
		SP:Iteration 12Q (2035.200000 sec): 3 clusters
  Score: Raw -4526431.084680 + Penalty 5129.552269 = -4521301.532410
  nChanged 236
		SP:Iteration 13Q (2035.300000 sec): 3 clusters
  Score: Raw -4526520.447202 + Penalty 5129.552269 = -4521390.894933
  nChanged 158
		SP:Iteration 14Q (2035.400000 sec): 3 clusters
  Score: Raw -4526569.523787 + Penalty 5129.552269 = -4521439.971517
  nChanged 130
		SP:Iteration 15Q (2035.500000 sec): 3 clusters
  Score: Raw -4526605.157928 + Penalty 5129.552269 = -4521475.605659
  nChanged 121
		SP:Iteration 16Q (2035.600000 sec): 3 clusters
  Score: Raw -4526637.698323 + Penalty 5129.552269 = -4521508.146054
  nChanged 85
		SP:Iteration 17Q (2035.700000 sec): 3 clusters
  Score: Raw -4526657.941612 + Penalty 5129.552269 = -4521528.389342
  nChanged 69
		SP:Iteration 18Q (2035.800000 sec): 3 clusters
  Score: Raw -4526674.079400 + Penalty 5129.552269 = -4521544.527131
  nChanged 69
		SP:Iteration 19Q (2035.900000 sec): 3 clusters
  Score: Raw -4526689.178578 + Penalty 5129.552269 = -4521559.626309
  nChanged 56
		SP:Iteration 20F (2036.020000 sec): 3 clusters
  Score: Raw -4526702.121446 + Penalty 5129.552269 = -4521572.569176
  nChanged 55
		SP:Iteration 21Q (2036.120000 sec): 3 clusters
  Score: Raw -4526714.089609 + Penalty 5129.552269 = -4521584.537339
  nChanged 43
		SP:Iteration 22Q (2036.210000 sec): 3 clusters
  Score: Raw -4526723.839125 + Penalty 5129.552269 = -4521594.286856
  nChanged 44
		SP:Iteration 23Q (2036.300000 sec): 3 clusters
  Score: Raw -4526732.253787 + Penalty 5129.552269 = -4521602.701517
  nChanged 38
		SP:Iteration 24Q (2036.390000 sec): 3 clusters
  Score: Raw -4526740.748940 + Penalty 5129.552269 = -4521611.196670
  nChanged 35
		SP:Iteration 25Q (2036.480000 sec): 3 clusters
  Score: Raw -4526749.209878 + Penalty 5129.552269 = -4521619.657609
  nChanged 29
		SP:Iteration 26Q (2036.570000 sec): 3 clusters
  Score: Raw -4526755.051510 + Penalty 5129.552269 = -4521625.499241
  nChanged 27
		SP:Iteration 27Q (2036.670000 sec): 3 clusters
  Score: Raw -4526759.756813 + Penalty 5129.552269 = -4521630.204544
  nChanged 23
		SP:Iteration 28Q (2036.760000 sec): 3 clusters
  Score: Raw -4526763.944572 + Penalty 5129.552269 = -4521634.392302
  nChanged 15
		SP:Iteration 29Q (2036.850000 sec): 3 clusters
  Score: Raw -4526767.525212 + Penalty 5129.552269 = -4521637.972943
  nChanged 20
		SP:Iteration 30Q (2036.940000 sec): 3 clusters
  Score: Raw -4526771.593804 + Penalty 5129.552269 = -4521642.041535
  nChanged 19
		SP:Iteration 31Q (2037.030000 sec): 3 clusters
  Score: Raw -4526775.312422 + Penalty 5129.552269 = -4521645.760153
  nChanged 20
		SP:Iteration 32Q (2037.120000 sec): 3 clusters
  Score: Raw -4526778.730215 + Penalty 5129.552269 = -4521649.177945
  nChanged 21
		SP:Iteration 33Q (2037.210000 sec): 3 clusters
  Score: Raw -4526782.613912 + Penalty 5129.552269 = -4521653.061643
  nChanged 19
		SP:Iteration 34Q (2037.300000 sec): 3 clusters
  Score: Raw -4526785.617448 + Penalty 5129.552269 = -4521656.065179
  nChanged 26
		SP:Iteration 35Q (2037.400000 sec): 3 clusters
  Score: Raw -4526790.226828 + Penalty 5129.552269 = -4521660.674559
  nChanged 14
		SP:Iteration 36Q (2037.480000 sec): 3 clusters
  Score: Raw -4526792.936681 + Penalty 5129.552269 = -4521663.384412
  nChanged 14
		SP:Iteration 37Q (2037.570000 sec): 3 clusters
  Score: Raw -4526794.915945 + Penalty 5129.552269 = -4521665.363676
  nChanged 12
		SP:Iteration 38Q (2037.660000 sec): 3 clusters
  Score: Raw -4526796.665577 + Penalty 5129.552269 = -4521667.113307
  nChanged 13
		SP:Iteration 39Q (2037.760000 sec): 3 clusters
  Score: Raw -4526798.850799 + Penalty 5129.552269 = -4521669.298530
  nChanged 14
		SP:Iteration 40F (2037.870000 sec): 3 clusters
  Score: Raw -4526800.621316 + Penalty 5129.552269 = -4521671.069046
  nChanged 11
		SP:Iteration 41Q (2037.960000 sec): 3 clusters
  Score: Raw -4526802.323152 + Penalty 5129.552269 = -4521672.770882
  nChanged 13
		SP:Iteration 42Q (2038.050000 sec): 3 clusters
  Score: Raw -4526804.579139 + Penalty 5129.552269 = -4521675.026870
  nChanged 10
		SP:Iteration 43Q (2038.140000 sec): 3 clusters
  Score: Raw -4526806.199727 + Penalty 5129.552269 = -4521676.647458
  nChanged 10
		SP:Iteration 44Q (2038.230000 sec): 3 clusters
  Score: Raw -4526807.701137 + Penalty 5129.552269 = -4521678.148867
  nChanged 7
		SP:Iteration 45Q (2038.320000 sec): 3 clusters
  Score: Raw -4526809.100222 + Penalty 5129.552269 = -4521679.547952
  nChanged 7
		SP:Iteration 46Q (2038.410000 sec): 3 clusters
  Score: Raw -4526810.043467 + Penalty 5129.552269 = -4521680.491198
  nChanged 4
		SP:Iteration 47Q (2038.500000 sec): 3 clusters
  Score: Raw -4526810.895837 + Penalty 5129.552269 = -4521681.343568
  nChanged 7
		SP:Iteration 48Q (2038.590000 sec): 3 clusters
  Score: Raw -4526811.717204 + Penalty 5129.552269 = -4521682.164935
  nChanged 5
		SP:Iteration 49Q (2038.680000 sec): 3 clusters
  Score: Raw -4526812.439194 + Penalty 5129.552269 = -4521682.886925
  nChanged 4
		SP:Iteration 50Q (2038.770000 sec): 3 clusters
  Score: Raw -4526813.064744 + Penalty 5129.552269 = -4521683.512475
  nChanged 3
		SP:Iteration 51Q (2038.860000 sec): 3 clusters
  Score: Raw -4526813.511493 + Penalty 5129.552269 = -4521683.959224
  nChanged 3
		SP:Iteration 52Q (2038.960000 sec): 3 clusters
  Score: Raw -4526813.877301 + Penalty 5129.552269 = -4521684.325032
  nChanged 2
		SP:Iteration 53Q (2039.040000 sec): 3 clusters
  Score: Raw -4526814.108933 + Penalty 5129.552269 = -4521684.556664
  nChanged 3
		SP:Iteration 54Q (2039.140000 sec): 3 clusters
  Score: Raw -4526814.546440 + Penalty 5129.552269 = -4521684.994170
  nChanged 1
		SP:Iteration 55Q (2039.220000 sec): 3 clusters
  Score: Raw -4526814.656603 + Penalty 5129.552269 = -4521685.104334
  nChanged 1
		SP:Iteration 56Q (2039.320000 sec): 3 clusters
  Score: Raw -4526814.753747 + Penalty 5129.552269 = -4521685.201478
  nChanged 3
		SP:Iteration 57Q (2039.400000 sec): 3 clusters
  Score: Raw -4526815.495363 + Penalty 5129.552269 = -4521685.943093
  nChanged 5
		SP:Iteration 58Q (2039.500000 sec): 3 clusters
  Score: Raw -4526816.340051 + Penalty 5129.552269 = -4521686.787782
  nChanged 3
		SP:Iteration 59Q (2039.580000 sec): 3 clusters
  Score: Raw -4526816.829712 + Penalty 5129.552269 = -4521687.277442
  nChanged 1
		SP:Iteration 60F (2039.700000 sec): 3 clusters
  Score: Raw -4526817.014672 + Penalty 5129.552269 = -4521687.462402
  nChanged 2
		SP:Iteration 61Q (2039.790000 sec): 3 clusters
  Score: Raw -4526817.199387 + Penalty 5129.552269 = -4521687.647118
  nChanged 1
		SP:Iteration 62Q (2039.880000 sec): 3 clusters
  Score: Raw -4526817.339111 + Penalty 5129.552269 = -4521687.786842
  nChanged 1
		SP:Iteration 63Q (2039.970000 sec): 3 clusters
  Score: Raw -4526817.438411 + Penalty 5129.552269 = -4521687.886141
  nChanged 0
		SP:Iteration 64F (2040.080000 sec): 3 clusters
  Score: Raw -4526817.438411 + Penalty 5129.552269 = -4521687.886141
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.100000 sec): 2 clusters
  Score: Raw -59140.792012 + Penalty 1506.115044 = -57634.676968
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.100000 sec): 3 clusters
  Score: Raw -59245.037255 + Penalty 3012.230089 = -56232.807166
  nChanged 80
		SP:Iteration 1F (2040.100000 sec): 3 clusters
  Score: Raw -59479.035120 + Penalty 3012.230089 = -56466.805031
  nChanged 35
		SP:Iteration 2F (2040.110000 sec): 3 clusters
  Score: Raw -59634.040719 + Penalty 3012.230089 = -56621.810631
  nChanged 21
		SP:Iteration 3Q (2040.110000 sec): 3 clusters
  Score: Raw -59764.770914 + Penalty 3012.230089 = -56752.540825
  nChanged 14
		SP:Iteration 4Q (2040.110000 sec): 3 clusters
  Score: Raw -59836.393948 + Penalty 3012.230089 = -56824.163859
  nChanged 14
		SP:Iteration 5Q (2040.110000 sec): 3 clusters
  Score: Raw -59906.657090 + Penalty 3012.230089 = -56894.427001
  nChanged 8
		SP:Iteration 6Q (2040.110000 sec): 3 clusters
  Score: Raw -59951.336199 + Penalty 3012.230089 = -56939.106110
  nChanged 6
		SP:Iteration 7Q (2040.110000 sec): 3 clusters
  Score: Raw -59972.270554 + Penalty 3012.230089 = -56960.040465
  nChanged 9
		SP:Iteration 8Q (2040.120000 sec): 3 clusters
  Score: Raw -60007.646881 + Penalty 3012.230089 = -56995.416792
  nChanged 11
		SP:Iteration 9Q (2040.120000 sec): 3 clusters
  Score: Raw -60077.723555 + Penalty 3012.230089 = -57065.493467
  nChanged 18
		SP:Iteration 10Q (2040.120000 sec): 3 clusters
  Score: Raw -60215.621097 + Penalty 3012.230089 = -57203.391008
  nChanged 14
		SP:Iteration 11Q (2040.120000 sec): 3 clusters
  Score: Raw -60303.391456 + Penalty 3012.230089 = -57291.161367
  nChanged 9
		SP:Iteration 12Q (2040.120000 sec): 3 clusters
  Score: Raw -60378.387823 + Penalty 3012.230089 = -57366.157734
  nChanged 10
		SP:Iteration 13Q (2040.120000 sec): 3 clusters
  Score: Raw -60480.320418 + Penalty 3012.230089 = -57468.090329
  nChanged 3
		SP:Iteration 14Q (2040.120000 sec): 3 clusters
  Score: Raw -60519.523733 + Penalty 3012.230089 = -57507.293644
  nChanged 3
		SP:Iteration 15Q (2040.120000 sec): 3 clusters
  Score: Raw -60583.757959 + Penalty 3012.230089 = -57571.527870
  nChanged 0
		SP:Iteration 16F (2040.120000 sec): 3 clusters
  Score: Raw -60596.369537 + Penalty 3012.230089 = -57584.139449
  nChanged 3
		SP:Iteration 17Q (2040.130000 sec): 3 clusters
  Score: Raw -60608.496696 + Penalty 3012.230089 = -57596.266608
  nChanged 2
		SP:Iteration 18Q (2040.130000 sec): 3 clusters
  Score: Raw -60613.386689 + Penalty 3012.230089 = -57601.156600
  nChanged 1
		SP:Iteration 19Q (2040.130000 sec): 3 clusters
  Score: Raw -60632.172779 + Penalty 3012.230089 = -57619.942690
  nChanged 1
		SP:Iteration 20F (2040.130000 sec): 3 clusters
  Score: Raw -60635.084702 + Penalty 3012.230089 = -57622.854613
  nChanged 1
		SP:Iteration 21Q (2040.130000 sec): 3 clusters
  Score: Raw -60641.141386 + Penalty 3012.230089 = -57628.911297
  nChanged 0
		SP:Iteration 22F (2040.130000 sec): 3 clusters
  Score: Raw -60641.141386 + Penalty 3012.230089 = -57628.911297
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 23 (585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.140000 sec): 2 clusters
  Score: Raw -75637.629266 + Penalty 1580.159738 = -74057.469528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.140000 sec): 3 clusters
  Score: Raw -75670.285935 + Penalty 3160.319476 = -72509.966459
  nChanged 125
		SP:Iteration 1F (2040.140000 sec): 3 clusters
  Score: Raw -76172.214478 + Penalty 3160.319476 = -73011.895002
  nChanged 63
		SP:Iteration 2F (2040.140000 sec): 3 clusters
  Score: Raw -76706.359757 + Penalty 3160.319476 = -73546.040281
  nChanged 73
		SP:Iteration 3F (2040.150000 sec): 3 clusters
  Score: Raw -76955.970995 + Penalty 3160.319476 = -73795.651519
  nChanged 43
		SP:Iteration 4F (2040.150000 sec): 3 clusters
  Score: Raw -77115.002169 + Penalty 3160.319476 = -73954.682693
  nChanged 18
		SP:Iteration 5Q (2040.150000 sec): 3 clusters
  Score: Raw -77195.243165 + Penalty 3160.319476 = -74034.923689
  nChanged 9
		SP:Iteration 6Q (2040.150000 sec): 3 clusters
  Score: Raw -77235.981069 + Penalty 3160.319476 = -74075.661593
  nChanged 9
		SP:Iteration 7Q (2040.150000 sec): 3 clusters
  Score: Raw -77284.431136 + Penalty 3160.319476 = -74124.111660
  nChanged 3
		SP:Iteration 8Q (2040.160000 sec): 3 clusters
  Score: Raw -77300.618532 + Penalty 3160.319476 = -74140.299056
  nChanged 3
		SP:Iteration 9Q (2040.160000 sec): 3 clusters
  Score: Raw -77321.791266 + Penalty 3160.319476 = -74161.471789
  nChanged 2
		SP:Iteration 10Q (2040.160000 sec): 3 clusters
  Score: Raw -77334.078974 + Penalty 3160.319476 = -74173.759497
  nChanged 0
		SP:Iteration 11F (2040.160000 sec): 3 clusters
  Score: Raw -77334.078974 + Penalty 3160.319476 = -74173.759497
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 34.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.170000 sec): 2 clusters
  Score: Raw -253922.887501 + Penalty 1854.445852 = -252068.441648
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.180000 sec): 3 clusters
  Score: Raw -253248.859860 + Penalty 3708.891705 = -249539.968156
  nChanged 559
		SP:Iteration 1F (2040.180000 sec): 3 clusters
  Score: Raw -253696.747198 + Penalty 3708.891705 = -249987.855493
  nChanged 152
		SP:Iteration 2F (2040.190000 sec): 3 clusters
  Score: Raw -253841.545164 + Penalty 3708.891705 = -250132.653460
  nChanged 78
		SP:Iteration 3Q (2040.200000 sec): 3 clusters
  Score: Raw -253913.311798 + Penalty 3708.891705 = -250204.420093
  nChanged 55
		SP:Iteration 4Q (2040.200000 sec): 3 clusters
  Score: Raw -253957.488436 + Penalty 3708.891705 = -250248.596731
  nChanged 40
		SP:Iteration 5Q (2040.210000 sec): 3 clusters
  Score: Raw -253992.029745 + Penalty 3708.891705 = -250283.138040
  nChanged 32
		SP:Iteration 6Q (2040.220000 sec): 3 clusters
  Score: Raw -254019.380765 + Penalty 3708.891705 = -250310.489061
  nChanged 25
		SP:Iteration 7Q (2040.220000 sec): 3 clusters
  Score: Raw -254037.211281 + Penalty 3708.891705 = -250328.319576
  nChanged 21
		SP:Iteration 8Q (2040.230000 sec): 3 clusters
  Score: Raw -254056.494430 + Penalty 3708.891705 = -250347.602725
  nChanged 22
		SP:Iteration 9Q (2040.240000 sec): 3 clusters
  Score: Raw -254070.645402 + Penalty 3708.891705 = -250361.753697
  nChanged 14
		SP:Iteration 10Q (2040.240000 sec): 3 clusters
  Score: Raw -254084.541739 + Penalty 3708.891705 = -250375.650035
  nChanged 14
		SP:Iteration 11Q (2040.250000 sec): 3 clusters
  Score: Raw -254092.789515 + Penalty 3708.891705 = -250383.897810
  nChanged 14
		SP:Iteration 12Q (2040.250000 sec): 3 clusters
  Score: Raw -254101.150836 + Penalty 3708.891705 = -250392.259131
  nChanged 9
		SP:Iteration 13Q (2040.260000 sec): 3 clusters
  Score: Raw -254109.211834 + Penalty 3708.891705 = -250400.320130
  nChanged 8
		SP:Iteration 14Q (2040.260000 sec): 3 clusters
  Score: Raw -254115.957562 + Penalty 3708.891705 = -250407.065858
  nChanged 7
		SP:Iteration 15Q (2040.270000 sec): 3 clusters
  Score: Raw -254121.097734 + Penalty 3708.891705 = -250412.206029
  nChanged 5
		SP:Iteration 16Q (2040.280000 sec): 3 clusters
  Score: Raw -254125.015182 + Penalty 3708.891705 = -250416.123477
  nChanged 4
		SP:Iteration 17Q (2040.280000 sec): 3 clusters
  Score: Raw -254128.635093 + Penalty 3708.891705 = -250419.743388
  nChanged 6
		SP:Iteration 18Q (2040.290000 sec): 3 clusters
  Score: Raw -254131.456491 + Penalty 3708.891705 = -250422.564787
  nChanged 3
		SP:Iteration 19Q (2040.300000 sec): 3 clusters
  Score: Raw -254134.021761 + Penalty 3708.891705 = -250425.130057
  nChanged 2
		SP:Iteration 20F (2040.300000 sec): 3 clusters
  Score: Raw -254136.208460 + Penalty 3708.891705 = -250427.316755
  nChanged 4
		SP:Iteration 21Q (2040.310000 sec): 3 clusters
  Score: Raw -254139.228038 + Penalty 3708.891705 = -250430.336334
  nChanged 2
		SP:Iteration 22Q (2040.320000 sec): 3 clusters
  Score: Raw -254140.540635 + Penalty 3708.891705 = -250431.648930
  nChanged 3
		SP:Iteration 23Q (2040.320000 sec): 3 clusters
  Score: Raw -254142.446005 + Penalty 3708.891705 = -250433.554300
  nChanged 5
		SP:Iteration 24Q (2040.330000 sec): 3 clusters
  Score: Raw -254145.650628 + Penalty 3708.891705 = -250436.758924
  nChanged 2
		SP:Iteration 25Q (2040.340000 sec): 3 clusters
  Score: Raw -254147.189108 + Penalty 3708.891705 = -250438.297404
  nChanged 1
		SP:Iteration 26Q (2040.340000 sec): 3 clusters
  Score: Raw -254148.941931 + Penalty 3708.891705 = -250440.050226
  nChanged 2
		SP:Iteration 27Q (2040.350000 sec): 3 clusters
  Score: Raw -254150.431009 + Penalty 3708.891705 = -250441.539304
  nChanged 2
		SP:Iteration 28Q (2040.350000 sec): 3 clusters
  Score: Raw -254151.299329 + Penalty 3708.891705 = -250442.407624
  nChanged 1
		SP:Iteration 29Q (2040.360000 sec): 3 clusters
  Score: Raw -254151.604149 + Penalty 3708.891705 = -250442.712445
  nChanged 0
		SP:Iteration 30F (2040.370000 sec): 3 clusters
  Score: Raw -254151.604149 + Penalty 3708.891705 = -250442.712445
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.370000 sec): 2 clusters
  Score: Raw -13508.053219 + Penalty 1221.958914 = -12286.094305
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.370000 sec): 3 clusters
  Score: Raw -13951.153517 + Penalty 2443.917828 = -11507.235689
  nChanged 17
		SP:Iteration 1F (2040.370000 sec): 3 clusters
  Score: Raw -14096.412210 + Penalty 2443.917828 = -11652.494382
  nChanged 5
		SP:Iteration 2Q (2040.370000 sec): 3 clusters
  Score: Raw -14157.340398 + Penalty 2443.917828 = -11713.422570
  nChanged 4
		SP:Iteration 3Q (2040.370000 sec): 3 clusters
  Score: Raw -14206.566605 + Penalty 2443.917828 = -11762.648778
  nChanged 0
		SP:Iteration 4F (2040.370000 sec): 3 clusters
  Score: Raw -14206.566605 + Penalty 2443.917828 = -11762.648778
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (978 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.380000 sec): 2 clusters
  Score: Raw -129694.040555 + Penalty 1707.606398 = -127986.434157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.380000 sec): 3 clusters
  Score: Raw -129557.833558 + Penalty 3415.212796 = -126142.620762
  nChanged 237
		SP:Iteration 1F (2040.380000 sec): 3 clusters
  Score: Raw -129878.485079 + Penalty 3415.212796 = -126463.272282
  nChanged 72
		SP:Iteration 2F (2040.390000 sec): 3 clusters
  Score: Raw -130053.267731 + Penalty 3415.212796 = -126638.054935
  nChanged 41
		SP:Iteration 3Q (2040.390000 sec): 3 clusters
  Score: Raw -130185.460570 + Penalty 3415.212796 = -126770.247773
  nChanged 40
		SP:Iteration 4Q (2040.400000 sec): 3 clusters
  Score: Raw -130295.899653 + Penalty 3415.212796 = -126880.686856
  nChanged 44
		SP:Iteration 5Q (2040.400000 sec): 3 clusters
  Score: Raw -130394.280368 + Penalty 3415.212796 = -126979.067572
  nChanged 33
		SP:Iteration 6Q (2040.400000 sec): 3 clusters
  Score: Raw -130486.226678 + Penalty 3415.212796 = -127071.013881
  nChanged 40
		SP:Iteration 7Q (2040.410000 sec): 3 clusters
  Score: Raw -130581.435989 + Penalty 3415.212796 = -127166.223192
  nChanged 34
		SP:Iteration 8Q (2040.410000 sec): 3 clusters
  Score: Raw -130666.100583 + Penalty 3415.212796 = -127250.887786
  nChanged 29
		SP:Iteration 9Q (2040.410000 sec): 3 clusters
  Score: Raw -130762.401663 + Penalty 3415.212796 = -127347.188867
  nChanged 30
		SP:Iteration 10Q (2040.420000 sec): 3 clusters
  Score: Raw -130872.885458 + Penalty 3415.212796 = -127457.672661
  nChanged 23
		SP:Iteration 11Q (2040.420000 sec): 3 clusters
  Score: Raw -130956.514465 + Penalty 3415.212796 = -127541.301669
  nChanged 15
		SP:Iteration 12Q (2040.420000 sec): 3 clusters
  Score: Raw -130994.117974 + Penalty 3415.212796 = -127578.905178
  nChanged 16
		SP:Iteration 13Q (2040.420000 sec): 3 clusters
  Score: Raw -131023.755520 + Penalty 3415.212796 = -127608.542723
  nChanged 9
		SP:Iteration 14Q (2040.430000 sec): 3 clusters
  Score: Raw -131046.302291 + Penalty 3415.212796 = -127631.089495
  nChanged 5
		SP:Iteration 15Q (2040.430000 sec): 3 clusters
  Score: Raw -131061.434724 + Penalty 3415.212796 = -127646.221927
  nChanged 3
		SP:Iteration 16Q (2040.440000 sec): 3 clusters
  Score: Raw -131072.639891 + Penalty 3415.212796 = -127657.427095
  nChanged 4
		SP:Iteration 17Q (2040.440000 sec): 3 clusters
  Score: Raw -131079.894552 + Penalty 3415.212796 = -127664.681756
  nChanged 4
		SP:Iteration 18Q (2040.440000 sec): 3 clusters
  Score: Raw -131087.117951 + Penalty 3415.212796 = -127671.905155
  nChanged 0
		SP:Iteration 19F (2040.440000 sec): 3 clusters
  Score: Raw -131088.861048 + Penalty 3415.212796 = -127673.648252
  nChanged 1
		SP:Iteration 20F (2040.450000 sec): 3 clusters
  Score: Raw -131094.624909 + Penalty 3415.212796 = -127679.412113
  nChanged 1
		SP:Iteration 21Q (2040.450000 sec): 3 clusters
  Score: Raw -131097.754341 + Penalty 3415.212796 = -127682.541544
  nChanged 1
		SP:Iteration 22Q (2040.460000 sec): 3 clusters
  Score: Raw -131098.814314 + Penalty 3415.212796 = -127683.601518
  nChanged 0
		SP:Iteration 23F (2040.460000 sec): 3 clusters
  Score: Raw -131098.814314 + Penalty 3415.212796 = -127683.601518
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (145251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.970000 sec): 2 clusters
  Score: Raw -21089183.441606 + Penalty 2947.782203 = -21086235.659403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2041.550000 sec): 3 clusters
  Score: Raw -20994816.898507 + Penalty 5895.564405 = -20988921.334101
  nChanged 69372
		SP:Iteration 1F (2042.130000 sec): 3 clusters
  Score: Raw -21034941.427664 + Penalty 5895.564405 = -21029045.863259
  nChanged 4816
		SP:Iteration 2Q (2042.720000 sec): 3 clusters
  Score: Raw -21036149.222396 + Penalty 5895.564405 = -21030253.657990
  nChanged 5061
		SP:Iteration 3Q (2043.300000 sec): 3 clusters
  Score: Raw -21037652.435304 + Penalty 5895.564405 = -21031756.870898
  nChanged 5785
		SP:Iteration 4Q (2043.880000 sec): 3 clusters
  Score: Raw -21039810.121720 + Penalty 5895.564405 = -21033914.557315
  nChanged 7219
		SP:Iteration 5Q (2044.470000 sec): 3 clusters
  Score: Raw -21043223.924869 + Penalty 5895.564405 = -21037328.360463
  nChanged 8903
		SP:Iteration 6F (2045.060000 sec): 3 clusters
  Score: Raw -21048556.350812 + Penalty 5895.564405 = -21042660.786406
  nChanged 10818
		SP:Iteration 7F (2045.640000 sec): 3 clusters
  Score: Raw -21056614.965807 + Penalty 5895.564405 = -21050719.401401
  nChanged 11583
		SP:Iteration 8F (2046.210000 sec): 3 clusters
  Score: Raw -21066328.220857 + Penalty 5895.564405 = -21060432.656451
  nChanged 10131
		SP:Iteration 9F (2046.780000 sec): 3 clusters
  Score: Raw -21075363.183237 + Penalty 5895.564405 = -21069467.618832
  nChanged 7280
		SP:Iteration 10F (2047.350000 sec): 3 clusters
  Score: Raw -21081854.996599 + Penalty 5895.564405 = -21075959.432194
  nChanged 4434
		SP:Iteration 11Q (2047.880000 sec): 3 clusters
  Score: Raw -21085563.385732 + Penalty 5895.564405 = -21079667.821326
  nChanged 2385
		SP:Iteration 12Q (2048.380000 sec): 3 clusters
  Score: Raw -21087450.098684 + Penalty 5895.564405 = -21081554.534278
  nChanged 1246
		SP:Iteration 13Q (2048.840000 sec): 3 clusters
  Score: Raw -21088404.409161 + Penalty 5895.564405 = -21082508.844755
  nChanged 688
		SP:Iteration 14Q (2049.270000 sec): 3 clusters
  Score: Raw -21088910.294094 + Penalty 5895.564405 = -21083014.729689
  nChanged 388
		SP:Iteration 15Q (2049.700000 sec): 3 clusters
  Score: Raw -21089200.512413 + Penalty 5895.564405 = -21083304.948007
  nChanged 230
		SP:Iteration 16Q (2050.110000 sec): 3 clusters
  Score: Raw -21089389.043976 + Penalty 5895.564405 = -21083493.479570
  nChanged 168
		SP:Iteration 17Q (2050.540000 sec): 3 clusters
  Score: Raw -21089514.171346 + Penalty 5895.564405 = -21083618.606941
  nChanged 103
		SP:Iteration 18Q (2050.950000 sec): 3 clusters
  Score: Raw -21089580.655166 + Penalty 5895.564405 = -21083685.090761
  nChanged 79
		SP:Iteration 19Q (2051.360000 sec): 3 clusters
  Score: Raw -21089625.507836 + Penalty 5895.564405 = -21083729.943431
  nChanged 60
		SP:Iteration 20F (2051.920000 sec): 3 clusters
  Score: Raw -21089656.875751 + Penalty 5895.564405 = -21083761.311346
  nChanged 39
		SP:Iteration 21Q (2052.330000 sec): 3 clusters
  Score: Raw -21089678.745786 + Penalty 5895.564405 = -21083783.181381
  nChanged 29
		SP:Iteration 22Q (2052.730000 sec): 3 clusters
  Score: Raw -21089693.563727 + Penalty 5895.564405 = -21083797.999322
  nChanged 19
		SP:Iteration 23Q (2053.140000 sec): 3 clusters
  Score: Raw -21089701.930166 + Penalty 5895.564405 = -21083806.365761
  nChanged 20
		SP:Iteration 24Q (2053.550000 sec): 3 clusters
  Score: Raw -21089709.617958 + Penalty 5895.564405 = -21083814.053552
  nChanged 10
		SP:Iteration 25Q (2053.950000 sec): 3 clusters
  Score: Raw -21089714.690527 + Penalty 5895.564405 = -21083819.126122
  nChanged 11
		SP:Iteration 26Q (2054.350000 sec): 3 clusters
  Score: Raw -21089721.119067 + Penalty 5895.564405 = -21083825.554661
  nChanged 9
		SP:Iteration 27Q (2054.750000 sec): 3 clusters
  Score: Raw -21089724.949111 + Penalty 5895.564405 = -21083829.384705
  nChanged 3
		SP:Iteration 28Q (2055.150000 sec): 3 clusters
  Score: Raw -21089726.896484 + Penalty 5895.564405 = -21083831.332078
  nChanged 4
		SP:Iteration 29Q (2055.550000 sec): 3 clusters
  Score: Raw -21089728.288297 + Penalty 5895.564405 = -21083832.723891
  nChanged 2
		SP:Iteration 30Q (2055.960000 sec): 3 clusters
  Score: Raw -21089728.814624 + Penalty 5895.564405 = -21083833.250219
  nChanged 2
		SP:Iteration 31Q (2056.390000 sec): 3 clusters
  Score: Raw -21089729.624540 + Penalty 5895.564405 = -21083834.060134
  nChanged 1
		SP:Iteration 32Q (2056.790000 sec): 3 clusters
  Score: Raw -21089730.049322 + Penalty 5895.564405 = -21083834.484916
  nChanged 0
		SP:Iteration 33F (2057.350000 sec): 3 clusters
  Score: Raw -21089730.049322 + Penalty 5895.564405 = -21083834.484916
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2057.410000 sec): 2 clusters
  Score: Raw -19667.259116 + Penalty 1308.972435 = -18358.286681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2057.410000 sec): 3 clusters
  Score: Raw -20032.826422 + Penalty 2617.944871 = -17414.881551
  nChanged 21
		SP:Iteration 1F (2057.410000 sec): 3 clusters
  Score: Raw -20201.073592 + Penalty 2617.944871 = -17583.128721
  nChanged 8
		SP:Iteration 2Q (2057.410000 sec): 3 clusters
  Score: Raw -20261.057999 + Penalty 2617.944871 = -17643.113128
  nChanged 3
		SP:Iteration 3Q (2057.410000 sec): 3 clusters
  Score: Raw -20281.734037 + Penalty 2617.944871 = -17663.789166
  nChanged 0
		SP:Iteration 4F (2057.410000 sec): 3 clusters
  Score: Raw -20281.734037 + Penalty 2617.944871 = -17663.789166
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 29 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2057.420000 sec): 2 clusters
  Score: Raw -74196.170923 + Penalty 1539.730326 = -72656.440597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2057.420000 sec): 3 clusters
  Score: Raw -74223.457997 + Penalty 3079.460653 = -71143.997344
  nChanged 94
		SP:Iteration 1F (2057.420000 sec): 3 clusters
  Score: Raw -74409.169764 + Penalty 3079.460653 = -71329.709111
  nChanged 20
		SP:Iteration 2Q (2057.430000 sec): 3 clusters
  Score: Raw -74445.124384 + Penalty 3079.460653 = -71365.663731
  nChanged 4
		SP:Iteration 3Q (2057.430000 sec): 3 clusters
  Score: Raw -74451.847323 + Penalty 3079.460653 = -71372.386671
  nChanged 1
		SP:Iteration 4Q (2057.430000 sec): 3 clusters
  Score: Raw -74452.734715 + Penalty 3079.460653 = -71373.274062
  nChanged 1
		SP:Iteration 5Q (2057.430000 sec): 3 clusters
  Score: Raw -74454.649929 + Penalty 3079.460653 = -71375.189276
  nChanged 0
		SP:Iteration 6F (2057.430000 sec): 3 clusters
  Score: Raw -74454.649929 + Penalty 3079.460653 = -71375.189276
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 30 (31251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2057.550000 sec): 2 clusters
  Score: Raw -4782408.263394 + Penalty 2566.752050 = -4779841.511344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2057.680000 sec): 3 clusters
  Score: Raw -4763651.363170 + Penalty 5133.504101 = -4758517.859069
  nChanged 14037
		SP:Iteration 1F (2057.810000 sec): 3 clusters
  Score: Raw -4771183.552863 + Penalty 5133.504101 = -4766050.048762
  nChanged 1335
		SP:Iteration 2Q (2057.940000 sec): 3 clusters
  Score: Raw -4771553.841974 + Penalty 5133.504101 = -4766420.337874
  nChanged 1126
		SP:Iteration 3Q (2058.070000 sec): 3 clusters
  Score: Raw -4771852.252841 + Penalty 5133.504101 = -4766718.748741
  nChanged 1000
		SP:Iteration 4Q (2058.190000 sec): 3 clusters
  Score: Raw -4772091.912159 + Penalty 5133.504101 = -4766958.408058
  nChanged 869
		SP:Iteration 5Q (2058.320000 sec): 3 clusters
  Score: Raw -4772277.471387 + Penalty 5133.504101 = -4767143.967286
  nChanged 783
		SP:Iteration 6Q (2058.450000 sec): 3 clusters
  Score: Raw -4772450.917086 + Penalty 5133.504101 = -4767317.412985
  nChanged 714
		SP:Iteration 7Q (2058.580000 sec): 3 clusters
  Score: Raw -4772604.445686 + Penalty 5133.504101 = -4767470.941585
  nChanged 689
		SP:Iteration 8Q (2058.710000 sec): 3 clusters
  Score: Raw -4772756.127414 + Penalty 5133.504101 = -4767622.623313
  nChanged 714
		SP:Iteration 9Q (2058.830000 sec): 3 clusters
  Score: Raw -4772923.748017 + Penalty 5133.504101 = -4767790.243916
  nChanged 724
		SP:Iteration 10Q (2058.970000 sec): 3 clusters
  Score: Raw -4773098.567403 + Penalty 5133.504101 = -4767965.063303
  nChanged 787
		SP:Iteration 11Q (2059.100000 sec): 3 clusters
  Score: Raw -4773312.417774 + Penalty 5133.504101 = -4768178.913674
  nChanged 882
		SP:Iteration 12Q (2059.230000 sec): 3 clusters
  Score: Raw -4773592.762595 + Penalty 5133.504101 = -4768459.258494
  nChanged 1057
		SP:Iteration 13Q (2059.360000 sec): 3 clusters
  Score: Raw -4773996.773498 + Penalty 5133.504101 = -4768863.269398
  nChanged 1285
		SP:Iteration 14Q (2059.480000 sec): 3 clusters
  Score: Raw -4774616.283821 + Penalty 5133.504101 = -4769482.779721
  nChanged 1561
		SP:Iteration 15Q (2059.610000 sec): 3 clusters
  Score: Raw -4775529.082677 + Penalty 5133.504101 = -4770395.578576
  nChanged 1764
		SP:Iteration 16F (2059.740000 sec): 3 clusters
  Score: Raw -4776732.332645 + Penalty 5133.504101 = -4771598.828544
  nChanged 1786
		SP:Iteration 17F (2059.860000 sec): 3 clusters
  Score: Raw -4778206.382600 + Penalty 5133.504101 = -4773072.878499
  nChanged 1688
		SP:Iteration 18F (2059.980000 sec): 3 clusters
  Score: Raw -4779713.698110 + Penalty 5133.504101 = -4774580.194009
  nChanged 1205
		SP:Iteration 19Q (2060.100000 sec): 3 clusters
  Score: Raw -4780818.757986 + Penalty 5133.504101 = -4775685.253886
  nChanged 790
		SP:Iteration 20F (2060.230000 sec): 3 clusters
  Score: Raw -4781516.686499 + Penalty 5133.504101 = -4776383.182398
  nChanged 499
		SP:Iteration 21Q (2060.330000 sec): 3 clusters
  Score: Raw -4781916.233018 + Penalty 5133.504101 = -4776782.728918
  nChanged 340
		SP:Iteration 22Q (2060.430000 sec): 3 clusters
  Score: Raw -4782186.248232 + Penalty 5133.504101 = -4777052.744131
  nChanged 242
		SP:Iteration 23Q (2060.530000 sec): 3 clusters
  Score: Raw -4782345.347704 + Penalty 5133.504101 = -4777211.843603
  nChanged 154
		SP:Iteration 24Q (2060.620000 sec): 3 clusters
  Score: Raw -4782440.352943 + Penalty 5133.504101 = -4777306.848842
  nChanged 97
		SP:Iteration 25Q (2060.720000 sec): 3 clusters
  Score: Raw -4782491.596030 + Penalty 5133.504101 = -4777358.091929
  nChanged 65
		SP:Iteration 26Q (2060.810000 sec): 3 clusters
  Score: Raw -4782528.885566 + Penalty 5133.504101 = -4777395.381465
  nChanged 52
		SP:Iteration 27Q (2060.900000 sec): 3 clusters
  Score: Raw -4782558.318330 + Penalty 5133.504101 = -4777424.814230
  nChanged 37
		SP:Iteration 28Q (2060.990000 sec): 3 clusters
  Score: Raw -4782579.579467 + Penalty 5133.504101 = -4777446.075366
  nChanged 28
		SP:Iteration 29Q (2061.080000 sec): 3 clusters
  Score: Raw -4782594.909021 + Penalty 5133.504101 = -4777461.404920
  nChanged 26
		SP:Iteration 30Q (2061.180000 sec): 3 clusters
  Score: Raw -4782608.634183 + Penalty 5133.504101 = -4777475.130082
  nChanged 29
		SP:Iteration 31Q (2061.270000 sec): 3 clusters
  Score: Raw -4782623.707912 + Penalty 5133.504101 = -4777490.203812
  nChanged 22
		SP:Iteration 32Q (2061.360000 sec): 3 clusters
  Score: Raw -4782635.296128 + Penalty 5133.504101 = -4777501.792027
  nChanged 17
		SP:Iteration 33Q (2061.450000 sec): 3 clusters
  Score: Raw -4782644.057760 + Penalty 5133.504101 = -4777510.553659
  nChanged 12
		SP:Iteration 34Q (2061.540000 sec): 3 clusters
  Score: Raw -4782651.065470 + Penalty 5133.504101 = -4777517.561369
  nChanged 12
		SP:Iteration 35Q (2061.640000 sec): 3 clusters
  Score: Raw -4782658.781177 + Penalty 5133.504101 = -4777525.277076
  nChanged 13
		SP:Iteration 36Q (2061.730000 sec): 3 clusters
  Score: Raw -4782666.546616 + Penalty 5133.504101 = -4777533.042515
  nChanged 16
		SP:Iteration 37Q (2061.830000 sec): 3 clusters
  Score: Raw -4782674.515943 + Penalty 5133.504101 = -4777541.011842
  nChanged 15
		SP:Iteration 38Q (2061.920000 sec): 3 clusters
  Score: Raw -4782681.578118 + Penalty 5133.504101 = -4777548.074017
  nChanged 11
		SP:Iteration 39Q (2062.020000 sec): 3 clusters
  Score: Raw -4782688.808729 + Penalty 5133.504101 = -4777555.304628
  nChanged 8
		SP:Iteration 40F (2062.140000 sec): 3 clusters
  Score: Raw -4782693.547677 + Penalty 5133.504101 = -4777560.043576
  nChanged 2
		SP:Iteration 41Q (2062.240000 sec): 3 clusters
  Score: Raw -4782695.792936 + Penalty 5133.504101 = -4777562.288835
  nChanged 1
		SP:Iteration 42Q (2062.330000 sec): 3 clusters
  Score: Raw -4782696.303956 + Penalty 5133.504101 = -4777562.799855
  nChanged 2
		SP:Iteration 43Q (2062.420000 sec): 3 clusters
  Score: Raw -4782697.887385 + Penalty 5133.504101 = -4777564.383284
  nChanged 5
		SP:Iteration 44Q (2062.510000 sec): 3 clusters
  Score: Raw -4782699.686171 + Penalty 5133.504101 = -4777566.182071
  nChanged 2
		SP:Iteration 45Q (2062.600000 sec): 3 clusters
  Score: Raw -4782700.491093 + Penalty 5133.504101 = -4777566.986992
  nChanged 2
		SP:Iteration 46Q (2062.700000 sec): 3 clusters
  Score: Raw -4782701.501285 + Penalty 5133.504101 = -4777567.997185
  nChanged 3
		SP:Iteration 47Q (2062.780000 sec): 3 clusters
  Score: Raw -4782703.635379 + Penalty 5133.504101 = -4777570.131279
  nChanged 4
		SP:Iteration 48Q (2062.880000 sec): 3 clusters
  Score: Raw -4782708.217949 + Penalty 5133.504101 = -4777574.713848
  nChanged 4
		SP:Iteration 49Q (2062.970000 sec): 3 clusters
  Score: Raw -4782711.059064 + Penalty 5133.504101 = -4777577.554963
  nChanged 3
		SP:Iteration 50Q (2063.060000 sec): 3 clusters
  Score: Raw -4782712.548670 + Penalty 5133.504101 = -4777579.044569
  nChanged 1
		SP:Iteration 51Q (2063.150000 sec): 3 clusters
  Score: Raw -4782713.116584 + Penalty 5133.504101 = -4777579.612483
  nChanged 3
		SP:Iteration 52Q (2063.240000 sec): 3 clusters
  Score: Raw -4782715.205329 + Penalty 5133.504101 = -4777581.701229
  nChanged 4
		SP:Iteration 53Q (2063.330000 sec): 3 clusters
  Score: Raw -4782717.776108 + Penalty 5133.504101 = -4777584.272008
  nChanged 5
		SP:Iteration 54Q (2063.420000 sec): 3 clusters
  Score: Raw -4782720.447723 + Penalty 5133.504101 = -4777586.943622
  nChanged 5
		SP:Iteration 55Q (2063.510000 sec): 3 clusters
  Score: Raw -4782724.927074 + Penalty 5133.504101 = -4777591.422974
  nChanged 7
		SP:Iteration 56Q (2063.600000 sec): 3 clusters
  Score: Raw -4782729.216192 + Penalty 5133.504101 = -4777595.712091
  nChanged 8
		SP:Iteration 57Q (2063.690000 sec): 3 clusters
  Score: Raw -4782733.367785 + Penalty 5133.504101 = -4777599.863684
  nChanged 6
		SP:Iteration 58Q (2063.780000 sec): 3 clusters
  Score: Raw -4782737.164249 + Penalty 5133.504101 = -4777603.660148
  nChanged 5
		SP:Iteration 59Q (2063.870000 sec): 3 clusters
  Score: Raw -4782740.339382 + Penalty 5133.504101 = -4777606.835281
  nChanged 6
		SP:Iteration 60F (2064.000000 sec): 3 clusters
  Score: Raw -4782744.022793 + Penalty 5133.504101 = -4777610.518692
  nChanged 5
		SP:Iteration 61Q (2064.090000 sec): 3 clusters
  Score: Raw -4782746.666823 + Penalty 5133.504101 = -4777613.162723
  nChanged 4
		SP:Iteration 62Q (2064.180000 sec): 3 clusters
  Score: Raw -4782748.877282 + Penalty 5133.504101 = -4777615.373181
  nChanged 5
		SP:Iteration 63Q (2064.270000 sec): 3 clusters
  Score: Raw -4782750.953926 + Penalty 5133.504101 = -4777617.449825
  nChanged 0
		SP:Iteration 64F (2064.390000 sec): 3 clusters
  Score: Raw -4782750.953926 + Penalty 5133.504101 = -4777617.449825
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 31 (192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2064.410000 sec): 2 clusters
  Score: Raw -20677.031799 + Penalty 1303.858852 = -19373.172947
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2064.410000 sec): 3 clusters
  Score: Raw -20975.728340 + Penalty 2607.717705 = -18368.010636
  nChanged 18
		SP:Iteration 1F (2064.410000 sec): 3 clusters
  Score: Raw -21071.366244 + Penalty 2607.717705 = -18463.648540
  nChanged 2
		SP:Iteration 2Q (2064.410000 sec): 3 clusters
  Score: Raw -21078.768329 + Penalty 2607.717705 = -18471.050624
  nChanged 0
		SP:Iteration 3F (2064.410000 sec): 3 clusters
  Score: Raw -21078.768329 + Penalty 2607.717705 = -18471.050624
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 32 (720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2064.420000 sec): 2 clusters
  Score: Raw -92255.349171 + Penalty 1631.654301 = -90623.694871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2064.420000 sec): 3 clusters
  Score: Raw -92221.803109 + Penalty 3263.308601 = -88958.494508
  nChanged 166
		SP:Iteration 1F (2064.420000 sec): 3 clusters
  Score: Raw -92550.537931 + Penalty 3263.308601 = -89287.229330
  nChanged 62
		SP:Iteration 2F (2064.420000 sec): 3 clusters
  Score: Raw -92769.144597 + Penalty 3263.308601 = -89505.835995
  nChanged 47
		SP:Iteration 3F (2064.430000 sec): 3 clusters
  Score: Raw -92894.006390 + Penalty 3263.308601 = -89630.697789
  nChanged 33
		SP:Iteration 4Q (2064.430000 sec): 3 clusters
  Score: Raw -92987.578238 + Penalty 3263.308601 = -89724.269637
  nChanged 27
		SP:Iteration 5Q (2064.430000 sec): 3 clusters
  Score: Raw -93063.699347 + Penalty 3263.308601 = -89800.390746
  nChanged 21
		SP:Iteration 6Q (2064.430000 sec): 3 clusters
  Score: Raw -93119.173562 + Penalty 3263.308601 = -89855.864961
  nChanged 15
		SP:Iteration 7Q (2064.440000 sec): 3 clusters
  Score: Raw -93160.541767 + Penalty 3263.308601 = -89897.233166
  nChanged 7
		SP:Iteration 8Q (2064.440000 sec): 3 clusters
  Score: Raw -93172.996206 + Penalty 3263.308601 = -89909.687604
  nChanged 5
		SP:Iteration 9Q (2064.440000 sec): 3 clusters
  Score: Raw -93187.446194 + Penalty 3263.308601 = -89924.137593
  nChanged 5
		SP:Iteration 10Q (2064.440000 sec): 3 clusters
  Score: Raw -93197.765089 + Penalty 3263.308601 = -89934.456488
  nChanged 2
		SP:Iteration 11Q (2064.440000 sec): 3 clusters
  Score: Raw -93200.882835 + Penalty 3263.308601 = -89937.574234
  nChanged 2
		SP:Iteration 12Q (2064.450000 sec): 3 clusters
  Score: Raw -93202.483516 + Penalty 3263.308601 = -89939.174914
  nChanged 1
		SP:Iteration 13Q (2064.450000 sec): 3 clusters
  Score: Raw -93204.129983 + Penalty 3263.308601 = -89940.821382
  nChanged 1
		SP:Iteration 14Q (2064.450000 sec): 3 clusters
  Score: Raw -93205.834637 + Penalty 3263.308601 = -89942.526036
  nChanged 0
		SP:Iteration 15F (2064.460000 sec): 3 clusters
  Score: Raw -93205.834637 + Penalty 3263.308601 = -89942.526036
  nChanged 0
Deleting Class 9 (83 points): Lose 1816.823748 but Gain 3374.686117
Iteration 139Q (2073.160000 sec): 34 clusters
  Score: Raw -117611060.607727 + Penalty 111364.641871 = -117499695.965856
  nChanged 619
Deleting Class 23 (93 points): Lose 2756.441977 but Gain 3374.686117
Iteration 140F (2109.010000 sec): 33 clusters
  Score: Raw -117609024.063541 + Penalty 107989.955754 = -117501034.107788
  nChanged 793
Iteration 141Q (2116.990000 sec): 33 clusters
  Score: Raw -117611025.297457 + Penalty 107989.955754 = -117503035.341704
  nChanged 678
Iteration 142Q (2124.980000 sec): 33 clusters
  Score: Raw -117611292.514647 + Penalty 107989.955754 = -117503302.558893
  nChanged 610
Iteration 143Q (2132.960000 sec): 33 clusters
  Score: Raw -117611355.178519 + Penalty 107989.955754 = -117503365.222766
  nChanged 566
Iteration 144Q (2140.940000 sec): 33 clusters
  Score: Raw -117611403.585513 + Penalty 107989.955754 = -117503413.629760
  nChanged 546
Iteration 145Q (2148.900000 sec): 33 clusters
  Score: Raw -117611444.446792 + Penalty 107989.955754 = -117503454.491039
  nChanged 522
Iteration 146Q (2156.900000 sec): 33 clusters
  Score: Raw -117611472.440911 + Penalty 107989.955754 = -117503482.485157
  nChanged 513
Iteration 147Q (2164.890000 sec): 33 clusters
  Score: Raw -117611498.146314 + Penalty 107989.955754 = -117503508.190561
  nChanged 459
Iteration 148Q (2172.810000 sec): 33 clusters
  Score: Raw -117611521.491894 + Penalty 107989.955754 = -117503531.536141
  nChanged 437
Iteration 149Q (2180.770000 sec): 33 clusters
  Score: Raw -117611540.370120 + Penalty 107989.955754 = -117503550.414367
  nChanged 378
Iteration 150Q (2188.780000 sec): 33 clusters
  Score: Raw -117611557.770028 + Penalty 107989.955754 = -117503567.814275
  nChanged 391
Iteration 151Q (2196.720000 sec): 33 clusters
  Score: Raw -117611576.798941 + Penalty 107989.955754 = -117503586.843187
  nChanged 366
Iteration 152Q (2204.670000 sec): 33 clusters
  Score: Raw -117611592.555307 + Penalty 107989.955754 = -117503602.599553
  nChanged 328
Iteration 153Q (2212.670000 sec): 33 clusters
  Score: Raw -117611605.090716 + Penalty 107989.955754 = -117503615.134963
  nChanged 306
Iteration 154Q (2220.650000 sec): 33 clusters
  Score: Raw -117611617.236638 + Penalty 107989.955754 = -117503627.280884
  nChanged 299
Iteration 155Q (2228.640000 sec): 33 clusters
  Score: Raw -117611627.674975 + Penalty 107989.955754 = -117503637.719222
  nChanged 250
Iteration 156Q (2236.630000 sec): 33 clusters
  Score: Raw -117611638.622642 + Penalty 107989.955754 = -117503648.666889
  nChanged 249
Iteration 157Q (2244.620000 sec): 33 clusters
  Score: Raw -117611649.309927 + Penalty 107989.955754 = -117503659.354174
  nChanged 220
Iteration 158Q (2252.570000 sec): 33 clusters
  Score: Raw -117611659.865250 + Penalty 107989.955754 = -117503669.909497
  nChanged 209
Iteration 159Q (2260.500000 sec): 33 clusters
  Score: Raw -117611667.910502 + Penalty 107989.955754 = -117503677.954749
  nChanged 171
Iteration 160F (2294.580000 sec): 33 clusters
  Score: Raw -117611681.219438 + Penalty 107989.955754 = -117503691.263685
  nChanged 159
Iteration 161Q (2302.570000 sec): 33 clusters
  Score: Raw -117611719.892122 + Penalty 107989.955754 = -117503729.936368
  nChanged 168
Iteration 162Q (2310.550000 sec): 33 clusters
  Score: Raw -117611724.486598 + Penalty 107989.955754 = -117503734.530845
  nChanged 148
Iteration 163Q (2318.510000 sec): 33 clusters
  Score: Raw -117611729.157745 + Penalty 107989.955754 = -117503739.201992
  nChanged 132
Iteration 164Q (2326.550000 sec): 33 clusters
  Score: Raw -117611733.148508 + Penalty 107989.955754 = -117503743.192755
  nChanged 121
Iteration 165Q (2334.590000 sec): 33 clusters
  Score: Raw -117611737.352858 + Penalty 107989.955754 = -117503747.397105
  nChanged 102
Iteration 166Q (2342.620000 sec): 33 clusters
  Score: Raw -117611741.731981 + Penalty 107989.955754 = -117503751.776227
  nChanged 92
Iteration 167Q (2350.950000 sec): 33 clusters
  Score: Raw -117611745.431811 + Penalty 107989.955754 = -117503755.476057
  nChanged 96
Iteration 168Q (2361.140000 sec): 33 clusters
  Score: Raw -117611749.691875 + Penalty 107989.955754 = -117503759.736122
  nChanged 104
Iteration 169Q (2371.220000 sec): 33 clusters
  Score: Raw -117611753.757183 + Penalty 107989.955754 = -117503763.801430
  nChanged 111
Iteration 170Q (2381.280000 sec): 33 clusters
  Score: Raw -117611759.713895 + Penalty 107989.955754 = -117503769.758142
  nChanged 133
Iteration 171Q (2391.220000 sec): 33 clusters
  Score: Raw -117611767.909132 + Penalty 107989.955754 = -117503777.953378
  nChanged 150
Iteration 172Q (2401.220000 sec): 33 clusters
  Score: Raw -117611778.172613 + Penalty 107989.955754 = -117503788.216860
  nChanged 186
Iteration 173Q (2411.280000 sec): 33 clusters
  Score: Raw -117611792.325389 + Penalty 107989.955754 = -117503802.369636
  nChanged 162
Iteration 174Q (2421.490000 sec): 33 clusters
  Score: Raw -117611808.154810 + Penalty 107989.955754 = -117503818.199057
  nChanged 188
Iteration 175Q (2431.430000 sec): 33 clusters
  Score: Raw -117611828.226851 + Penalty 107989.955754 = -117503838.271098
  nChanged 196
Iteration 176Q (2441.090000 sec): 33 clusters
  Score: Raw -117611845.260921 + Penalty 107989.955754 = -117503855.305168
  nChanged 215
Iteration 177Q (2450.550000 sec): 33 clusters
  Score: Raw -117611864.179846 + Penalty 107989.955754 = -117503874.224092
  nChanged 224
Iteration 178Q (2459.980000 sec): 33 clusters
  Score: Raw -117611884.924980 + Penalty 107989.955754 = -117503894.969227
  nChanged 234
Writing temp clu file 
Because OldScore, -117503874.224092, is greater than current (better) Score,-117503894.969227 
 Compute initial score before splitting:   Score: Raw -117611884.924980 + Penalty 107989.955754 = -117503894.969227
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.130000 sec): 2 clusters
  Score: Raw -122761.033076 + Penalty 1666.315262 = -121094.717813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.140000 sec): 3 clusters
  Score: Raw -122604.486162 + Penalty 3332.630525 = -119271.855637
  nChanged 203
		SP:Iteration 1F (2460.140000 sec): 3 clusters
  Score: Raw -122837.112451 + Penalty 3332.630525 = -119504.481927
  nChanged 46
		SP:Iteration 2F (2460.140000 sec): 3 clusters
  Score: Raw -122907.386232 + Penalty 3332.630525 = -119574.755707
  nChanged 25
		SP:Iteration 3Q (2460.140000 sec): 3 clusters
  Score: Raw -122943.130750 + Penalty 3332.630525 = -119610.500225
  nChanged 13
		SP:Iteration 4Q (2460.150000 sec): 3 clusters
  Score: Raw -122958.133763 + Penalty 3332.630525 = -119625.503239
  nChanged 4
		SP:Iteration 5Q (2460.150000 sec): 3 clusters
  Score: Raw -122964.054220 + Penalty 3332.630525 = -119631.423696
  nChanged 4
		SP:Iteration 6Q (2460.150000 sec): 3 clusters
  Score: Raw -122972.465980 + Penalty 3332.630525 = -119639.835456
  nChanged 3
		SP:Iteration 7Q (2460.160000 sec): 3 clusters
  Score: Raw -122976.172829 + Penalty 3332.630525 = -119643.542304
  nChanged 2
		SP:Iteration 8Q (2460.160000 sec): 3 clusters
  Score: Raw -122979.370161 + Penalty 3332.630525 = -119646.739636
  nChanged 2
		SP:Iteration 9Q (2460.160000 sec): 3 clusters
  Score: Raw -122981.373338 + Penalty 3332.630525 = -119648.742814
  nChanged 2
		SP:Iteration 10Q (2460.170000 sec): 3 clusters
  Score: Raw -122985.085806 + Penalty 3332.630525 = -119652.455282
  nChanged 2
		SP:Iteration 11Q (2460.170000 sec): 3 clusters
  Score: Raw -122987.108039 + Penalty 3332.630525 = -119654.477514
  nChanged 2
		SP:Iteration 12Q (2460.170000 sec): 3 clusters
  Score: Raw -122989.552882 + Penalty 3332.630525 = -119656.922358
  nChanged 0
		SP:Iteration 13F (2460.180000 sec): 3 clusters
  Score: Raw -122989.552882 + Penalty 3332.630525 = -119656.922358
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.180000 sec): 2 clusters
  Score: Raw -179904.369306 + Penalty 1762.234960 = -178142.134345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.190000 sec): 3 clusters
  Score: Raw -179594.187608 + Penalty 3524.469920 = -176069.717688
  nChanged 335
		SP:Iteration 1F (2460.190000 sec): 3 clusters
  Score: Raw -179977.976105 + Penalty 3524.469920 = -176453.506185
  nChanged 93
		SP:Iteration 2F (2460.200000 sec): 3 clusters
  Score: Raw -180141.008259 + Penalty 3524.469920 = -176616.538339
  nChanged 42
		SP:Iteration 3Q (2460.200000 sec): 3 clusters
  Score: Raw -180196.355434 + Penalty 3524.469920 = -176671.885514
  nChanged 30
		SP:Iteration 4Q (2460.210000 sec): 3 clusters
  Score: Raw -180232.687030 + Penalty 3524.469920 = -176708.217110
  nChanged 12
		SP:Iteration 5Q (2460.210000 sec): 3 clusters
  Score: Raw -180247.087137 + Penalty 3524.469920 = -176722.617217
  nChanged 18
		SP:Iteration 6Q (2460.220000 sec): 3 clusters
  Score: Raw -180270.720057 + Penalty 3524.469920 = -176746.250137
  nChanged 12
		SP:Iteration 7Q (2460.220000 sec): 3 clusters
  Score: Raw -180285.989446 + Penalty 3524.469920 = -176761.519526
  nChanged 8
		SP:Iteration 8Q (2460.220000 sec): 3 clusters
  Score: Raw -180293.744744 + Penalty 3524.469920 = -176769.274824
  nChanged 5
		SP:Iteration 9Q (2460.230000 sec): 3 clusters
  Score: Raw -180297.290647 + Penalty 3524.469920 = -176772.820727
  nChanged 2
		SP:Iteration 10Q (2460.230000 sec): 3 clusters
  Score: Raw -180299.926895 + Penalty 3524.469920 = -176775.456975
  nChanged 2
		SP:Iteration 11Q (2460.240000 sec): 3 clusters
  Score: Raw -180303.154465 + Penalty 3524.469920 = -176778.684545
  nChanged 0
		SP:Iteration 12F (2460.240000 sec): 3 clusters
  Score: Raw -180303.154465 + Penalty 3524.469920 = -176778.684545
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.250000 sec): 2 clusters
  Score: Raw -22282.278239 + Penalty 1294.648245 = -20987.629995
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.250000 sec): 3 clusters
  Score: Raw -22605.113678 + Penalty 2589.296489 = -20015.817189
  nChanged 24
		SP:Iteration 1F (2460.250000 sec): 3 clusters
  Score: Raw -22711.338339 + Penalty 2589.296489 = -20122.041849
  nChanged 1
		SP:Iteration 2Q (2460.250000 sec): 3 clusters
  Score: Raw -22718.652269 + Penalty 2589.296489 = -20129.355780
  nChanged 1
		SP:Iteration 3Q (2460.250000 sec): 3 clusters
  Score: Raw -22725.181316 + Penalty 2589.296489 = -20135.884827
  nChanged 3
		SP:Iteration 4Q (2460.250000 sec): 3 clusters
  Score: Raw -22742.668963 + Penalty 2589.296489 = -20153.372474
  nChanged 2
		SP:Iteration 5Q (2460.250000 sec): 3 clusters
  Score: Raw -22749.823885 + Penalty 2589.296489 = -20160.527396
  nChanged 0
		SP:Iteration 6F (2460.250000 sec): 3 clusters
  Score: Raw -22749.823885 + Penalty 2589.296489 = -20160.527396
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (2355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.260000 sec): 2 clusters
  Score: Raw -345170.436905 + Penalty 1925.545410 = -343244.891496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.270000 sec): 3 clusters
  Score: Raw -344272.370654 + Penalty 3851.090819 = -340421.279835
  nChanged 765
		SP:Iteration 1F (2460.280000 sec): 3 clusters
  Score: Raw -344792.588436 + Penalty 3851.090819 = -340941.497617
  nChanged 192
		SP:Iteration 2F (2460.290000 sec): 3 clusters
  Score: Raw -344957.097504 + Penalty 3851.090819 = -341106.006685
  nChanged 115
		SP:Iteration 3Q (2460.300000 sec): 3 clusters
  Score: Raw -345052.651885 + Penalty 3851.090819 = -341201.561066
  nChanged 85
		SP:Iteration 4Q (2460.310000 sec): 3 clusters
  Score: Raw -345113.599546 + Penalty 3851.090819 = -341262.508727
  nChanged 70
		SP:Iteration 5Q (2460.320000 sec): 3 clusters
  Score: Raw -345161.545767 + Penalty 3851.090819 = -341310.454947
  nChanged 49
		SP:Iteration 6Q (2460.330000 sec): 3 clusters
  Score: Raw -345199.524459 + Penalty 3851.090819 = -341348.433640
  nChanged 35
		SP:Iteration 7Q (2460.340000 sec): 3 clusters
  Score: Raw -345221.638757 + Penalty 3851.090819 = -341370.547937
  nChanged 28
		SP:Iteration 8Q (2460.350000 sec): 3 clusters
  Score: Raw -345241.188187 + Penalty 3851.090819 = -341390.097368
  nChanged 34
		SP:Iteration 9Q (2460.360000 sec): 3 clusters
  Score: Raw -345265.009037 + Penalty 3851.090819 = -341413.918217
  nChanged 33
		SP:Iteration 10Q (2460.360000 sec): 3 clusters
  Score: Raw -345293.201676 + Penalty 3851.090819 = -341442.110857
  nChanged 35
		SP:Iteration 11Q (2460.380000 sec): 3 clusters
  Score: Raw -345321.617041 + Penalty 3851.090819 = -341470.526222
  nChanged 36
		SP:Iteration 12Q (2460.380000 sec): 3 clusters
  Score: Raw -345347.245224 + Penalty 3851.090819 = -341496.154405
  nChanged 26
		SP:Iteration 13Q (2460.390000 sec): 3 clusters
  Score: Raw -345365.934449 + Penalty 3851.090819 = -341514.843630
  nChanged 26
		SP:Iteration 14Q (2460.400000 sec): 3 clusters
  Score: Raw -345391.324336 + Penalty 3851.090819 = -341540.233516
  nChanged 32
		SP:Iteration 15Q (2460.410000 sec): 3 clusters
  Score: Raw -345416.960715 + Penalty 3851.090819 = -341565.869896
  nChanged 36
		SP:Iteration 16Q (2460.420000 sec): 3 clusters
  Score: Raw -345450.792094 + Penalty 3851.090819 = -341599.701275
  nChanged 33
		SP:Iteration 17Q (2460.430000 sec): 3 clusters
  Score: Raw -345480.792008 + Penalty 3851.090819 = -341629.701188
  nChanged 35
		SP:Iteration 18Q (2460.440000 sec): 3 clusters
  Score: Raw -345515.955141 + Penalty 3851.090819 = -341664.864322
  nChanged 46
		SP:Iteration 19Q (2460.450000 sec): 3 clusters
  Score: Raw -345550.508882 + Penalty 3851.090819 = -341699.418063
  nChanged 33
		SP:Iteration 20F (2460.460000 sec): 3 clusters
  Score: Raw -345575.229250 + Penalty 3851.090819 = -341724.138431
  nChanged 31
		SP:Iteration 21Q (2460.470000 sec): 3 clusters
  Score: Raw -345601.792079 + Penalty 3851.090819 = -341750.701260
  nChanged 32
		SP:Iteration 22Q (2460.480000 sec): 3 clusters
  Score: Raw -345635.564884 + Penalty 3851.090819 = -341784.474065
  nChanged 41
		SP:Iteration 23Q (2460.480000 sec): 3 clusters
  Score: Raw -345680.426816 + Penalty 3851.090819 = -341829.335996
  nChanged 37
		SP:Iteration 24Q (2460.490000 sec): 3 clusters
  Score: Raw -345722.385852 + Penalty 3851.090819 = -341871.295033
  nChanged 38
		SP:Iteration 25Q (2460.500000 sec): 3 clusters
  Score: Raw -345762.908657 + Penalty 3851.090819 = -341911.817837
  nChanged 30
		SP:Iteration 26Q (2460.510000 sec): 3 clusters
  Score: Raw -345795.520419 + Penalty 3851.090819 = -341944.429600
  nChanged 32
		SP:Iteration 27Q (2460.520000 sec): 3 clusters
  Score: Raw -345822.502841 + Penalty 3851.090819 = -341971.412021
  nChanged 21
		SP:Iteration 28Q (2460.530000 sec): 3 clusters
  Score: Raw -345835.993581 + Penalty 3851.090819 = -341984.902761
  nChanged 17
		SP:Iteration 29Q (2460.540000 sec): 3 clusters
  Score: Raw -345845.778215 + Penalty 3851.090819 = -341994.687395
  nChanged 18
		SP:Iteration 30Q (2460.540000 sec): 3 clusters
  Score: Raw -345860.664185 + Penalty 3851.090819 = -342009.573365
  nChanged 12
		SP:Iteration 31Q (2460.550000 sec): 3 clusters
  Score: Raw -345868.284473 + Penalty 3851.090819 = -342017.193654
  nChanged 9
		SP:Iteration 32Q (2460.560000 sec): 3 clusters
  Score: Raw -345873.569146 + Penalty 3851.090819 = -342022.478326
  nChanged 7
		SP:Iteration 33Q (2460.570000 sec): 3 clusters
  Score: Raw -345876.012430 + Penalty 3851.090819 = -342024.921611
  nChanged 7
		SP:Iteration 34Q (2460.580000 sec): 3 clusters
  Score: Raw -345880.974197 + Penalty 3851.090819 = -342029.883378
  nChanged 7
		SP:Iteration 35Q (2460.590000 sec): 3 clusters
  Score: Raw -345883.556993 + Penalty 3851.090819 = -342032.466173
  nChanged 7
		SP:Iteration 36Q (2460.600000 sec): 3 clusters
  Score: Raw -345888.988780 + Penalty 3851.090819 = -342037.897961
  nChanged 2
		SP:Iteration 37Q (2460.600000 sec): 3 clusters
  Score: Raw -345889.532914 + Penalty 3851.090819 = -342038.442094
  nChanged 0
		SP:Iteration 38F (2460.610000 sec): 3 clusters
  Score: Raw -345889.532914 + Penalty 3851.090819 = -342038.442094
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.620000 sec): 2 clusters
  Score: Raw -77809.852459 + Penalty 1571.093454 = -76238.759005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.620000 sec): 3 clusters
  Score: Raw -77840.518511 + Penalty 3142.186909 = -74698.331602
  nChanged 122
		SP:Iteration 1F (2460.620000 sec): 3 clusters
  Score: Raw -78100.053646 + Penalty 3142.186909 = -74957.866737
  nChanged 23
		SP:Iteration 2Q (2460.620000 sec): 3 clusters
  Score: Raw -78198.640470 + Penalty 3142.186909 = -75056.453562
  nChanged 16
		SP:Iteration 3Q (2460.630000 sec): 3 clusters
  Score: Raw -78274.517664 + Penalty 3142.186909 = -75132.330755
  nChanged 20
		SP:Iteration 4Q (2460.630000 sec): 3 clusters
  Score: Raw -78364.955844 + Penalty 3142.186909 = -75222.768935
  nChanged 24
		SP:Iteration 5Q (2460.630000 sec): 3 clusters
  Score: Raw -78418.990008 + Penalty 3142.186909 = -75276.803099
  nChanged 13
		SP:Iteration 6Q (2460.630000 sec): 3 clusters
  Score: Raw -78451.594584 + Penalty 3142.186909 = -75309.407675
  nChanged 18
		SP:Iteration 7Q (2460.640000 sec): 3 clusters
  Score: Raw -78496.001003 + Penalty 3142.186909 = -75353.814094
  nChanged 22
		SP:Iteration 8Q (2460.640000 sec): 3 clusters
  Score: Raw -78545.478291 + Penalty 3142.186909 = -75403.291382
  nChanged 23
		SP:Iteration 9Q (2460.640000 sec): 3 clusters
  Score: Raw -78596.774121 + Penalty 3142.186909 = -75454.587212
  nChanged 19
		SP:Iteration 10Q (2460.640000 sec): 3 clusters
  Score: Raw -78655.893029 + Penalty 3142.186909 = -75513.706121
  nChanged 17
		SP:Iteration 11Q (2460.640000 sec): 3 clusters
  Score: Raw -78724.793165 + Penalty 3142.186909 = -75582.606257
  nChanged 11
		SP:Iteration 12Q (2460.640000 sec): 3 clusters
  Score: Raw -78776.547913 + Penalty 3142.186909 = -75634.361004
  nChanged 5
		SP:Iteration 13Q (2460.650000 sec): 3 clusters
  Score: Raw -78794.492386 + Penalty 3142.186909 = -75652.305478
  nChanged 1
		SP:Iteration 14Q (2460.650000 sec): 3 clusters
  Score: Raw -78801.517055 + Penalty 3142.186909 = -75659.330147
  nChanged 2
		SP:Iteration 15Q (2460.650000 sec): 3 clusters
  Score: Raw -78808.845555 + Penalty 3142.186909 = -75666.658646
  nChanged 3
		SP:Iteration 16Q (2460.650000 sec): 3 clusters
  Score: Raw -78821.791201 + Penalty 3142.186909 = -75679.604293
  nChanged 2
		SP:Iteration 17Q (2460.660000 sec): 3 clusters
  Score: Raw -78825.329950 + Penalty 3142.186909 = -75683.143041
  nChanged 0
		SP:Iteration 18F (2460.660000 sec): 3 clusters
  Score: Raw -78825.329950 + Penalty 3142.186909 = -75683.143041
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.720000 sec): 2 clusters
  Score: Raw -2459821.203206 + Penalty 2427.025162 = -2457394.178045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.800000 sec): 3 clusters
  Score: Raw -2449576.125086 + Penalty 4854.050323 = -2444722.074763
  nChanged 7748
		SP:Iteration 1F (2460.870000 sec): 3 clusters
  Score: Raw -2453828.786920 + Penalty 4854.050323 = -2448974.736597
  nChanged 983
		SP:Iteration 2F (2460.950000 sec): 3 clusters
  Score: Raw -2454214.024259 + Penalty 4854.050323 = -2449359.973935
  nChanged 828
		SP:Iteration 3Q (2461.020000 sec): 3 clusters
  Score: Raw -2454527.482018 + Penalty 4854.050323 = -2449673.431695
  nChanged 712
		SP:Iteration 4Q (2461.100000 sec): 3 clusters
  Score: Raw -2454811.353151 + Penalty 4854.050323 = -2449957.302828
  nChanged 719
		SP:Iteration 5Q (2461.180000 sec): 3 clusters
  Score: Raw -2455107.366366 + Penalty 4854.050323 = -2450253.316043
  nChanged 711
		SP:Iteration 6Q (2461.250000 sec): 3 clusters
  Score: Raw -2455421.547099 + Penalty 4854.050323 = -2450567.496776
  nChanged 700
		SP:Iteration 7Q (2461.320000 sec): 3 clusters
  Score: Raw -2455755.204115 + Penalty 4854.050323 = -2450901.153792
  nChanged 716
		SP:Iteration 8Q (2461.400000 sec): 3 clusters
  Score: Raw -2456140.857054 + Penalty 4854.050323 = -2451286.806730
  nChanged 744
		SP:Iteration 9Q (2461.460000 sec): 3 clusters
  Score: Raw -2456543.482626 + Penalty 4854.050323 = -2451689.432303
  nChanged 753
		SP:Iteration 10Q (2461.530000 sec): 3 clusters
  Score: Raw -2456941.567754 + Penalty 4854.050323 = -2452087.517431
  nChanged 684
		SP:Iteration 11Q (2461.600000 sec): 3 clusters
  Score: Raw -2457310.890626 + Penalty 4854.050323 = -2452456.840303
  nChanged 611
		SP:Iteration 12Q (2461.660000 sec): 3 clusters
  Score: Raw -2457610.375093 + Penalty 4854.050323 = -2452756.324770
  nChanged 539
		SP:Iteration 13Q (2461.720000 sec): 3 clusters
  Score: Raw -2457860.876031 + Penalty 4854.050323 = -2453006.825708
  nChanged 445
		SP:Iteration 14Q (2461.790000 sec): 3 clusters
  Score: Raw -2458058.437223 + Penalty 4854.050323 = -2453204.386900
  nChanged 382
		SP:Iteration 15Q (2461.850000 sec): 3 clusters
  Score: Raw -2458220.948707 + Penalty 4854.050323 = -2453366.898383
  nChanged 335
		SP:Iteration 16Q (2461.910000 sec): 3 clusters
  Score: Raw -2458355.574494 + Penalty 4854.050323 = -2453501.524171
  nChanged 291
		SP:Iteration 17Q (2461.970000 sec): 3 clusters
  Score: Raw -2458464.472047 + Penalty 4854.050323 = -2453610.421724
  nChanged 267
		SP:Iteration 18Q (2462.040000 sec): 3 clusters
  Score: Raw -2458572.707027 + Penalty 4854.050323 = -2453718.656704
  nChanged 232
		SP:Iteration 19Q (2462.100000 sec): 3 clusters
  Score: Raw -2458660.771126 + Penalty 4854.050323 = -2453806.720803
  nChanged 234
		SP:Iteration 20F (2462.160000 sec): 3 clusters
  Score: Raw -2458736.820717 + Penalty 4854.050323 = -2453882.770394
  nChanged 195
		SP:Iteration 21Q (2462.220000 sec): 3 clusters
  Score: Raw -2458800.070334 + Penalty 4854.050323 = -2453946.020011
  nChanged 215
		SP:Iteration 22Q (2462.280000 sec): 3 clusters
  Score: Raw -2458869.918480 + Penalty 4854.050323 = -2454015.868157
  nChanged 188
		SP:Iteration 23Q (2462.340000 sec): 3 clusters
  Score: Raw -2458931.752319 + Penalty 4854.050323 = -2454077.701996
  nChanged 177
		SP:Iteration 24Q (2462.400000 sec): 3 clusters
  Score: Raw -2458998.799994 + Penalty 4854.050323 = -2454144.749671
  nChanged 187
		SP:Iteration 25Q (2462.450000 sec): 3 clusters
  Score: Raw -2459066.702205 + Penalty 4854.050323 = -2454212.651881
  nChanged 166
		SP:Iteration 26Q (2462.510000 sec): 3 clusters
  Score: Raw -2459127.425675 + Penalty 4854.050323 = -2454273.375352
  nChanged 174
		SP:Iteration 27Q (2462.570000 sec): 3 clusters
  Score: Raw -2459194.583808 + Penalty 4854.050323 = -2454340.533485
  nChanged 173
		SP:Iteration 28Q (2462.620000 sec): 3 clusters
  Score: Raw -2459259.281702 + Penalty 4854.050323 = -2454405.231378
  nChanged 177
		SP:Iteration 29Q (2462.680000 sec): 3 clusters
  Score: Raw -2459327.191554 + Penalty 4854.050323 = -2454473.141231
  nChanged 154
		SP:Iteration 30Q (2462.740000 sec): 3 clusters
  Score: Raw -2459386.594900 + Penalty 4854.050323 = -2454532.544577
  nChanged 159
		SP:Iteration 31Q (2462.790000 sec): 3 clusters
  Score: Raw -2459458.681768 + Penalty 4854.050323 = -2454604.631445
  nChanged 149
		SP:Iteration 32Q (2462.840000 sec): 3 clusters
  Score: Raw -2459527.218068 + Penalty 4854.050323 = -2454673.167745
  nChanged 137
		SP:Iteration 33Q (2462.900000 sec): 3 clusters
  Score: Raw -2459588.977060 + Penalty 4854.050323 = -2454734.926737
  nChanged 148
		SP:Iteration 34Q (2462.950000 sec): 3 clusters
  Score: Raw -2459653.373590 + Penalty 4854.050323 = -2454799.323266
  nChanged 134
		SP:Iteration 35Q (2463.010000 sec): 3 clusters
  Score: Raw -2459720.081801 + Penalty 4854.050323 = -2454866.031478
  nChanged 117
		SP:Iteration 36Q (2463.060000 sec): 3 clusters
  Score: Raw -2459782.256407 + Penalty 4854.050323 = -2454928.206083
  nChanged 125
		SP:Iteration 37Q (2463.110000 sec): 3 clusters
  Score: Raw -2459849.451966 + Penalty 4854.050323 = -2454995.401643
  nChanged 127
		SP:Iteration 38Q (2463.160000 sec): 3 clusters
  Score: Raw -2459905.947852 + Penalty 4854.050323 = -2455051.897528
  nChanged 99
		SP:Iteration 39Q (2463.220000 sec): 3 clusters
  Score: Raw -2459959.676636 + Penalty 4854.050323 = -2455105.626313
  nChanged 102
		SP:Iteration 40F (2463.280000 sec): 3 clusters
  Score: Raw -2460018.159460 + Penalty 4854.050323 = -2455164.109137
  nChanged 88
		SP:Iteration 41Q (2463.340000 sec): 3 clusters
  Score: Raw -2460069.457698 + Penalty 4854.050323 = -2455215.407375
  nChanged 64
		SP:Iteration 42Q (2463.380000 sec): 3 clusters
  Score: Raw -2460109.277147 + Penalty 4854.050323 = -2455255.226824
  nChanged 60
		SP:Iteration 43Q (2463.440000 sec): 3 clusters
  Score: Raw -2460137.064868 + Penalty 4854.050323 = -2455283.014544
  nChanged 48
		SP:Iteration 44Q (2463.490000 sec): 3 clusters
  Score: Raw -2460159.786677 + Penalty 4854.050323 = -2455305.736353
  nChanged 42
		SP:Iteration 45Q (2463.540000 sec): 3 clusters
  Score: Raw -2460181.411001 + Penalty 4854.050323 = -2455327.360678
  nChanged 33
		SP:Iteration 46Q (2463.590000 sec): 3 clusters
  Score: Raw -2460195.762372 + Penalty 4854.050323 = -2455341.712049
  nChanged 23
		SP:Iteration 47Q (2463.640000 sec): 3 clusters
  Score: Raw -2460207.972488 + Penalty 4854.050323 = -2455353.922165
  nChanged 30
		SP:Iteration 48Q (2463.690000 sec): 3 clusters
  Score: Raw -2460223.974241 + Penalty 4854.050323 = -2455369.923918
  nChanged 31
		SP:Iteration 49Q (2463.740000 sec): 3 clusters
  Score: Raw -2460239.788461 + Penalty 4854.050323 = -2455385.738138
  nChanged 32
		SP:Iteration 50Q (2463.790000 sec): 3 clusters
  Score: Raw -2460259.208636 + Penalty 4854.050323 = -2455405.158312
  nChanged 24
		SP:Iteration 51Q (2463.840000 sec): 3 clusters
  Score: Raw -2460274.755355 + Penalty 4854.050323 = -2455420.705032
  nChanged 21
		SP:Iteration 52Q (2463.890000 sec): 3 clusters
  Score: Raw -2460285.812769 + Penalty 4854.050323 = -2455431.762446
  nChanged 18
		SP:Iteration 53Q (2463.940000 sec): 3 clusters
  Score: Raw -2460295.983830 + Penalty 4854.050323 = -2455441.933507
  nChanged 16
		SP:Iteration 54Q (2463.990000 sec): 3 clusters
  Score: Raw -2460304.653251 + Penalty 4854.050323 = -2455450.602928
  nChanged 18
		SP:Iteration 55Q (2464.040000 sec): 3 clusters
  Score: Raw -2460313.522930 + Penalty 4854.050323 = -2455459.472607
  nChanged 12
		SP:Iteration 56Q (2464.090000 sec): 3 clusters
  Score: Raw -2460318.787722 + Penalty 4854.050323 = -2455464.737398
  nChanged 12
		SP:Iteration 57Q (2464.140000 sec): 3 clusters
  Score: Raw -2460325.008095 + Penalty 4854.050323 = -2455470.957772
  nChanged 11
		SP:Iteration 58Q (2464.180000 sec): 3 clusters
  Score: Raw -2460330.357231 + Penalty 4854.050323 = -2455476.306908
  nChanged 9
		SP:Iteration 59Q (2464.230000 sec): 3 clusters
  Score: Raw -2460334.257123 + Penalty 4854.050323 = -2455480.206800
  nChanged 9
		SP:Iteration 60F (2464.300000 sec): 3 clusters
  Score: Raw -2460337.769419 + Penalty 4854.050323 = -2455483.719095
  nChanged 4
		SP:Iteration 61Q (2464.350000 sec): 3 clusters
  Score: Raw -2460340.536719 + Penalty 4854.050323 = -2455486.486396
  nChanged 9
		SP:Iteration 62Q (2464.400000 sec): 3 clusters
  Score: Raw -2460344.370165 + Penalty 4854.050323 = -2455490.319842
  nChanged 4
		SP:Iteration 63Q (2464.450000 sec): 3 clusters
  Score: Raw -2460346.248943 + Penalty 4854.050323 = -2455492.198620
  nChanged 4
		SP:Iteration 64Q (2464.500000 sec): 3 clusters
  Score: Raw -2460348.167786 + Penalty 4854.050323 = -2455494.117463
  nChanged 2
		SP:Iteration 65Q (2464.540000 sec): 3 clusters
  Score: Raw -2460348.961917 + Penalty 4854.050323 = -2455494.911594
  nChanged 1
		SP:Iteration 66Q (2464.590000 sec): 3 clusters
  Score: Raw -2460349.408144 + Penalty 4854.050323 = -2455495.357821
  nChanged 1
		SP:Iteration 67Q (2464.640000 sec): 3 clusters
  Score: Raw -2460349.823461 + Penalty 4854.050323 = -2455495.773138
  nChanged 1
		SP:Iteration 68Q (2464.690000 sec): 3 clusters
  Score: Raw -2460350.147032 + Penalty 4854.050323 = -2455496.096709
  nChanged 0
		SP:Iteration 69F (2464.760000 sec): 3 clusters
  Score: Raw -2460350.147032 + Penalty 4854.050323 = -2455496.096709
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2464.780000 sec): 2 clusters
  Score: Raw -1055292.487816 + Penalty 2202.419695 = -1053090.068122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2464.810000 sec): 3 clusters
  Score: Raw -1051589.137129 + Penalty 4404.839390 = -1047184.297739
  nChanged 2884
		SP:Iteration 1F (2464.840000 sec): 3 clusters
  Score: Raw -1053189.574291 + Penalty 4404.839390 = -1048784.734901
  nChanged 495
		SP:Iteration 2F (2464.860000 sec): 3 clusters
  Score: Raw -1053437.781389 + Penalty 4404.839390 = -1049032.941999
  nChanged 339
		SP:Iteration 3Q (2464.890000 sec): 3 clusters
  Score: Raw -1053599.357947 + Penalty 4404.839390 = -1049194.518558
  nChanged 268
		SP:Iteration 4Q (2464.920000 sec): 3 clusters
  Score: Raw -1053712.777363 + Penalty 4404.839390 = -1049307.937974
  nChanged 224
		SP:Iteration 5Q (2464.940000 sec): 3 clusters
  Score: Raw -1053818.113267 + Penalty 4404.839390 = -1049413.273877
  nChanged 207
		SP:Iteration 6Q (2464.970000 sec): 3 clusters
  Score: Raw -1053903.348703 + Penalty 4404.839390 = -1049498.509313
  nChanged 174
		SP:Iteration 7Q (2465.000000 sec): 3 clusters
  Score: Raw -1053980.709418 + Penalty 4404.839390 = -1049575.870028
  nChanged 175
		SP:Iteration 8Q (2465.020000 sec): 3 clusters
  Score: Raw -1054056.482471 + Penalty 4404.839390 = -1049651.643081
  nChanged 182
		SP:Iteration 9Q (2465.050000 sec): 3 clusters
  Score: Raw -1054161.099858 + Penalty 4404.839390 = -1049756.260468
  nChanged 187
		SP:Iteration 10Q (2465.080000 sec): 3 clusters
  Score: Raw -1054268.368836 + Penalty 4404.839390 = -1049863.529447
  nChanged 188
		SP:Iteration 11Q (2465.100000 sec): 3 clusters
  Score: Raw -1054366.874341 + Penalty 4404.839390 = -1049962.034951
  nChanged 188
		SP:Iteration 12Q (2465.130000 sec): 3 clusters
  Score: Raw -1054471.818837 + Penalty 4404.839390 = -1050066.979447
  nChanged 191
		SP:Iteration 13Q (2465.160000 sec): 3 clusters
  Score: Raw -1054563.158454 + Penalty 4404.839390 = -1050158.319064
  nChanged 154
		SP:Iteration 14Q (2465.180000 sec): 3 clusters
  Score: Raw -1054649.381265 + Penalty 4404.839390 = -1050244.541876
  nChanged 188
		SP:Iteration 15Q (2465.200000 sec): 3 clusters
  Score: Raw -1054740.503172 + Penalty 4404.839390 = -1050335.663782
  nChanged 165
		SP:Iteration 16Q (2465.230000 sec): 3 clusters
  Score: Raw -1054820.744797 + Penalty 4404.839390 = -1050415.905407
  nChanged 140
		SP:Iteration 17Q (2465.260000 sec): 3 clusters
  Score: Raw -1054892.117199 + Penalty 4404.839390 = -1050487.277809
  nChanged 114
		SP:Iteration 18Q (2465.280000 sec): 3 clusters
  Score: Raw -1054953.290858 + Penalty 4404.839390 = -1050548.451468
  nChanged 141
		SP:Iteration 19Q (2465.310000 sec): 3 clusters
  Score: Raw -1055023.018149 + Penalty 4404.839390 = -1050618.178759
  nChanged 129
		SP:Iteration 20F (2465.330000 sec): 3 clusters
  Score: Raw -1055087.036141 + Penalty 4404.839390 = -1050682.196752
  nChanged 111
		SP:Iteration 21Q (2465.360000 sec): 3 clusters
  Score: Raw -1055141.257819 + Penalty 4404.839390 = -1050736.418430
  nChanged 116
		SP:Iteration 22Q (2465.380000 sec): 3 clusters
  Score: Raw -1055191.657275 + Penalty 4404.839390 = -1050786.817885
  nChanged 105
		SP:Iteration 23Q (2465.410000 sec): 3 clusters
  Score: Raw -1055241.617524 + Penalty 4404.839390 = -1050836.778134
  nChanged 94
		SP:Iteration 24Q (2465.430000 sec): 3 clusters
  Score: Raw -1055281.806168 + Penalty 4404.839390 = -1050876.966778
  nChanged 76
		SP:Iteration 25Q (2465.460000 sec): 3 clusters
  Score: Raw -1055314.326813 + Penalty 4404.839390 = -1050909.487423
  nChanged 71
		SP:Iteration 26Q (2465.480000 sec): 3 clusters
  Score: Raw -1055343.333019 + Penalty 4404.839390 = -1050938.493630
  nChanged 72
		SP:Iteration 27Q (2465.500000 sec): 3 clusters
  Score: Raw -1055374.796702 + Penalty 4404.839390 = -1050969.957312
  nChanged 54
		SP:Iteration 28Q (2465.530000 sec): 3 clusters
  Score: Raw -1055395.038564 + Penalty 4404.839390 = -1050990.199175
  nChanged 52
		SP:Iteration 29Q (2465.550000 sec): 3 clusters
  Score: Raw -1055414.696730 + Penalty 4404.839390 = -1051009.857340
  nChanged 42
		SP:Iteration 30Q (2465.580000 sec): 3 clusters
  Score: Raw -1055430.041607 + Penalty 4404.839390 = -1051025.202217
  nChanged 35
		SP:Iteration 31Q (2465.600000 sec): 3 clusters
  Score: Raw -1055440.124832 + Penalty 4404.839390 = -1051035.285442
  nChanged 28
		SP:Iteration 32Q (2465.620000 sec): 3 clusters
  Score: Raw -1055447.185194 + Penalty 4404.839390 = -1051042.345804
  nChanged 23
		SP:Iteration 33Q (2465.650000 sec): 3 clusters
  Score: Raw -1055452.635048 + Penalty 4404.839390 = -1051047.795658
  nChanged 14
		SP:Iteration 34Q (2465.670000 sec): 3 clusters
  Score: Raw -1055456.451870 + Penalty 4404.839390 = -1051051.612480
  nChanged 15
		SP:Iteration 35Q (2465.700000 sec): 3 clusters
  Score: Raw -1055460.053209 + Penalty 4404.839390 = -1051055.213819
  nChanged 8
		SP:Iteration 36Q (2465.720000 sec): 3 clusters
  Score: Raw -1055461.372428 + Penalty 4404.839390 = -1051056.533039
  nChanged 7
		SP:Iteration 37Q (2465.740000 sec): 3 clusters
  Score: Raw -1055462.429931 + Penalty 4404.839390 = -1051057.590542
  nChanged 1
		SP:Iteration 38Q (2465.770000 sec): 3 clusters
  Score: Raw -1055462.513034 + Penalty 4404.839390 = -1051057.673644
  nChanged 3
		SP:Iteration 39Q (2465.790000 sec): 3 clusters
  Score: Raw -1055463.289305 + Penalty 4404.839390 = -1051058.449915
  nChanged 4
		SP:Iteration 40F (2465.820000 sec): 3 clusters
  Score: Raw -1055464.119871 + Penalty 4404.839390 = -1051059.280481
  nChanged 3
		SP:Iteration 41Q (2465.840000 sec): 3 clusters
  Score: Raw -1055464.632871 + Penalty 4404.839390 = -1051059.793481
  nChanged 2
		SP:Iteration 42Q (2465.870000 sec): 3 clusters
  Score: Raw -1055464.918051 + Penalty 4404.839390 = -1051060.078662
  nChanged 0
		SP:Iteration 43F (2465.890000 sec): 3 clusters
  Score: Raw -1055464.918051 + Penalty 4404.839390 = -1051060.078662
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (100023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2466.240000 sec): 2 clusters
  Score: Raw -14781034.940406 + Penalty 2855.262549 = -14778179.677858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2466.620000 sec): 3 clusters
  Score: Raw -14717072.382328 + Penalty 5710.525098 = -14711361.857231
  nChanged 47107
		SP:Iteration 1F (2467.000000 sec): 3 clusters
  Score: Raw -14743432.637807 + Penalty 5710.525098 = -14737722.112710
  nChanged 3237
		SP:Iteration 2Q (2467.380000 sec): 3 clusters
  Score: Raw -14744191.325646 + Penalty 5710.525098 = -14738480.800548
  nChanged 3338
		SP:Iteration 3Q (2467.770000 sec): 3 clusters
  Score: Raw -14745066.514005 + Penalty 5710.525098 = -14739355.988907
  nChanged 3630
		SP:Iteration 4Q (2468.150000 sec): 3 clusters
  Score: Raw -14746217.130465 + Penalty 5710.525098 = -14740506.605367
  nChanged 4348
		SP:Iteration 5Q (2468.530000 sec): 3 clusters
  Score: Raw -14748030.303894 + Penalty 5710.525098 = -14742319.778797
  nChanged 5608
		SP:Iteration 6F (2468.910000 sec): 3 clusters
  Score: Raw -14751141.096314 + Penalty 5710.525098 = -14745430.571216
  nChanged 7093
		SP:Iteration 7F (2469.280000 sec): 3 clusters
  Score: Raw -14756173.380245 + Penalty 5710.525098 = -14750462.855147
  nChanged 8115
		SP:Iteration 8F (2469.660000 sec): 3 clusters
  Score: Raw -14763042.319986 + Penalty 5710.525098 = -14757331.794888
  nChanged 7639
		SP:Iteration 9F (2470.030000 sec): 3 clusters
  Score: Raw -14770124.534967 + Penalty 5710.525098 = -14764414.009870
  nChanged 5830
		SP:Iteration 10F (2470.410000 sec): 3 clusters
  Score: Raw -14775640.553666 + Penalty 5710.525098 = -14769930.028569
  nChanged 3374
		SP:Iteration 11Q (2470.760000 sec): 3 clusters
  Score: Raw -14778721.024325 + Penalty 5710.525098 = -14773010.499228
  nChanged 1675
		SP:Iteration 12Q (2471.080000 sec): 3 clusters
  Score: Raw -14780190.620199 + Penalty 5710.525098 = -14774480.095101
  nChanged 733
		SP:Iteration 13Q (2471.380000 sec): 3 clusters
  Score: Raw -14780806.406346 + Penalty 5710.525098 = -14775095.881249
  nChanged 290
		SP:Iteration 14Q (2471.660000 sec): 3 clusters
  Score: Raw -14781070.659063 + Penalty 5710.525098 = -14775360.133965
  nChanged 152
		SP:Iteration 15Q (2471.930000 sec): 3 clusters
  Score: Raw -14781199.968556 + Penalty 5710.525098 = -14775489.443459
  nChanged 75
		SP:Iteration 16Q (2472.200000 sec): 3 clusters
  Score: Raw -14781264.945925 + Penalty 5710.525098 = -14775554.420828
  nChanged 49
		SP:Iteration 17Q (2472.470000 sec): 3 clusters
  Score: Raw -14781313.412647 + Penalty 5710.525098 = -14775602.887549
  nChanged 27
		SP:Iteration 18Q (2472.740000 sec): 3 clusters
  Score: Raw -14781339.610662 + Penalty 5710.525098 = -14775629.085565
  nChanged 17
		SP:Iteration 19Q (2473.010000 sec): 3 clusters
  Score: Raw -14781355.153864 + Penalty 5710.525098 = -14775644.628767
  nChanged 16
		SP:Iteration 20F (2473.370000 sec): 3 clusters
  Score: Raw -14781369.257370 + Penalty 5710.525098 = -14775658.732272
  nChanged 13
		SP:Iteration 21Q (2473.640000 sec): 3 clusters
  Score: Raw -14781381.470074 + Penalty 5710.525098 = -14775670.944977
  nChanged 9
		SP:Iteration 22Q (2473.910000 sec): 3 clusters
  Score: Raw -14781391.782282 + Penalty 5710.525098 = -14775681.257185
  nChanged 10
		SP:Iteration 23Q (2474.170000 sec): 3 clusters
  Score: Raw -14781405.536957 + Penalty 5710.525098 = -14775695.011859
  nChanged 10
		SP:Iteration 24Q (2474.440000 sec): 3 clusters
  Score: Raw -14781414.150146 + Penalty 5710.525098 = -14775703.625048
  nChanged 10
		SP:Iteration 25Q (2474.700000 sec): 3 clusters
  Score: Raw -14781424.239110 + Penalty 5710.525098 = -14775713.714012
  nChanged 9
		SP:Iteration 26Q (2474.970000 sec): 3 clusters
  Score: Raw -14781431.419405 + Penalty 5710.525098 = -14775720.894308
  nChanged 6
		SP:Iteration 27Q (2475.230000 sec): 3 clusters
  Score: Raw -14781437.004049 + Penalty 5710.525098 = -14775726.478952
  nChanged 7
		SP:Iteration 28Q (2475.490000 sec): 3 clusters
  Score: Raw -14781445.585401 + Penalty 5710.525098 = -14775735.060304
  nChanged 4
		SP:Iteration 29Q (2475.760000 sec): 3 clusters
  Score: Raw -14781449.213386 + Penalty 5710.525098 = -14775738.688288
  nChanged 4
		SP:Iteration 30Q (2476.020000 sec): 3 clusters
  Score: Raw -14781453.479901 + Penalty 5710.525098 = -14775742.954804
  nChanged 5
		SP:Iteration 31Q (2476.290000 sec): 3 clusters
  Score: Raw -14781457.364866 + Penalty 5710.525098 = -14775746.839769
  nChanged 5
		SP:Iteration 32Q (2476.550000 sec): 3 clusters
  Score: Raw -14781461.992698 + Penalty 5710.525098 = -14775751.467601
  nChanged 2
		SP:Iteration 33Q (2476.810000 sec): 3 clusters
  Score: Raw -14781465.368115 + Penalty 5710.525098 = -14775754.843017
  nChanged 4
		SP:Iteration 34Q (2477.080000 sec): 3 clusters
  Score: Raw -14781468.536598 + Penalty 5710.525098 = -14775758.011501
  nChanged 1
		SP:Iteration 35Q (2477.340000 sec): 3 clusters
  Score: Raw -14781469.453504 + Penalty 5710.525098 = -14775758.928407
  nChanged 1
		SP:Iteration 36Q (2477.600000 sec): 3 clusters
  Score: Raw -14781470.213288 + Penalty 5710.525098 = -14775759.688190
  nChanged 0
		SP:Iteration 37F (2477.970000 sec): 3 clusters
  Score: Raw -14781470.213288 + Penalty 5710.525098 = -14775759.688190
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (258745 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2478.810000 sec): 2 clusters
  Score: Raw -38294901.842337 + Penalty 3090.972378 = -38291810.869958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2479.790000 sec): 3 clusters
  Score: Raw -38123989.412410 + Penalty 6181.944757 = -38117807.467653
  nChanged 125301
		SP:Iteration 1F (2480.770000 sec): 3 clusters
  Score: Raw -38197609.122631 + Penalty 6181.944757 = -38191427.177875
  nChanged 6652
		SP:Iteration 2Q (2481.760000 sec): 3 clusters
  Score: Raw -38198854.424568 + Penalty 6181.944757 = -38192672.479812
  nChanged 7129
		SP:Iteration 3Q (2482.760000 sec): 3 clusters
  Score: Raw -38200430.774583 + Penalty 6181.944757 = -38194248.829826
  nChanged 8088
		SP:Iteration 4Q (2483.760000 sec): 3 clusters
  Score: Raw -38202493.283340 + Penalty 6181.944757 = -38196311.338583
  nChanged 9205
		SP:Iteration 5Q (2484.760000 sec): 3 clusters
  Score: Raw -38205318.457073 + Penalty 6181.944757 = -38199136.512316
  nChanged 10523
		SP:Iteration 6Q (2485.750000 sec): 3 clusters
  Score: Raw -38209120.067881 + Penalty 6181.944757 = -38202938.123124
  nChanged 12006
		SP:Iteration 7Q (2486.750000 sec): 3 clusters
  Score: Raw -38214329.978670 + Penalty 6181.944757 = -38208148.033913
  nChanged 13211
		SP:Iteration 8F (2487.720000 sec): 3 clusters
  Score: Raw -38220888.850321 + Penalty 6181.944757 = -38214706.905564
  nChanged 14129
		SP:Iteration 9F (2488.700000 sec): 3 clusters
  Score: Raw -38229033.279151 + Penalty 6181.944757 = -38222851.334394
  nChanged 14169
		SP:Iteration 10F (2489.670000 sec): 3 clusters
  Score: Raw -38238122.215046 + Penalty 6181.944757 = -38231940.270289
  nChanged 13362
		SP:Iteration 11F (2490.640000 sec): 3 clusters
  Score: Raw -38246822.657799 + Penalty 6181.944757 = -38240640.713042
  nChanged 11209
		SP:Iteration 12Q (2491.620000 sec): 3 clusters
  Score: Raw -38252740.952606 + Penalty 6181.944757 = -38246559.007850
  nChanged 7945
		SP:Iteration 13Q (2492.580000 sec): 3 clusters
  Score: Raw -38255783.365908 + Penalty 6181.944757 = -38249601.421152
  nChanged 5419
		SP:Iteration 14Q (2493.520000 sec): 3 clusters
  Score: Raw -38257587.333003 + Penalty 6181.944757 = -38251405.388247
  nChanged 4634
		SP:Iteration 15Q (2494.450000 sec): 3 clusters
  Score: Raw -38259173.546858 + Penalty 6181.944757 = -38252991.602101
  nChanged 4823
		SP:Iteration 16Q (2495.380000 sec): 3 clusters
  Score: Raw -38260899.951502 + Penalty 6181.944757 = -38254718.006745
  nChanged 4958
		SP:Iteration 17Q (2496.310000 sec): 3 clusters
  Score: Raw -38262791.746885 + Penalty 6181.944757 = -38256609.802128
  nChanged 5107
		SP:Iteration 18Q (2497.220000 sec): 3 clusters
  Score: Raw -38264902.441431 + Penalty 6181.944757 = -38258720.496675
  nChanged 5345
		SP:Iteration 19Q (2498.120000 sec): 3 clusters
  Score: Raw -38267275.982186 + Penalty 6181.944757 = -38261094.037429
  nChanged 5407
		SP:Iteration 20F (2499.100000 sec): 3 clusters
  Score: Raw -38269795.537432 + Penalty 6181.944757 = -38263613.592676
  nChanged 5232
		SP:Iteration 21Q (2499.970000 sec): 3 clusters
  Score: Raw -38272325.815828 + Penalty 6181.944757 = -38266143.871072
  nChanged 5043
		SP:Iteration 22Q (2500.820000 sec): 3 clusters
  Score: Raw -38274885.378082 + Penalty 6181.944757 = -38268703.433326
  nChanged 4776
		SP:Iteration 23Q (2501.670000 sec): 3 clusters
  Score: Raw -38277326.002069 + Penalty 6181.944757 = -38271144.057312
  nChanged 4243
		SP:Iteration 24Q (2502.490000 sec): 3 clusters
  Score: Raw -38279499.515449 + Penalty 6181.944757 = -38273317.570692
  nChanged 3837
		SP:Iteration 25Q (2503.300000 sec): 3 clusters
  Score: Raw -38281443.748414 + Penalty 6181.944757 = -38275261.803657
  nChanged 3452
		SP:Iteration 26Q (2504.100000 sec): 3 clusters
  Score: Raw -38283171.261315 + Penalty 6181.944757 = -38276989.316558
  nChanged 3138
		SP:Iteration 27Q (2504.880000 sec): 3 clusters
  Score: Raw -38284707.341059 + Penalty 6181.944757 = -38278525.396302
  nChanged 2723
		SP:Iteration 28Q (2505.650000 sec): 3 clusters
  Score: Raw -38285977.418542 + Penalty 6181.944757 = -38279795.473786
  nChanged 2431
		SP:Iteration 29Q (2506.400000 sec): 3 clusters
  Score: Raw -38287098.371133 + Penalty 6181.944757 = -38280916.426377
  nChanged 2154
		SP:Iteration 30Q (2507.150000 sec): 3 clusters
  Score: Raw -38288087.592552 + Penalty 6181.944757 = -38281905.647796
  nChanged 1941
		SP:Iteration 31Q (2507.880000 sec): 3 clusters
  Score: Raw -38288919.980716 + Penalty 6181.944757 = -38282738.035959
  nChanged 1667
		SP:Iteration 32Q (2508.610000 sec): 3 clusters
  Score: Raw -38289616.465615 + Penalty 6181.944757 = -38283434.520858
  nChanged 1536
		SP:Iteration 33Q (2509.330000 sec): 3 clusters
  Score: Raw -38290231.036140 + Penalty 6181.944757 = -38284049.091384
  nChanged 1345
		SP:Iteration 34Q (2510.050000 sec): 3 clusters
  Score: Raw -38290745.782145 + Penalty 6181.944757 = -38284563.837388
  nChanged 1212
		SP:Iteration 35Q (2510.760000 sec): 3 clusters
  Score: Raw -38291229.841766 + Penalty 6181.944757 = -38285047.897010
  nChanged 1125
		SP:Iteration 36Q (2511.470000 sec): 3 clusters
  Score: Raw -38291680.521829 + Penalty 6181.944757 = -38285498.577073
  nChanged 980
		SP:Iteration 37Q (2512.320000 sec): 3 clusters
  Score: Raw -38292052.604411 + Penalty 6181.944757 = -38285870.659654
  nChanged 875
		SP:Iteration 38Q (2513.090000 sec): 3 clusters
  Score: Raw -38292390.668726 + Penalty 6181.944757 = -38286208.723970
  nChanged 793
		SP:Iteration 39Q (2513.780000 sec): 3 clusters
  Score: Raw -38292703.636168 + Penalty 6181.944757 = -38286521.691411
  nChanged 731
		SP:Iteration 40F (2514.730000 sec): 3 clusters
  Score: Raw -38292988.510031 + Penalty 6181.944757 = -38286806.565274
  nChanged 646
		SP:Iteration 41Q (2515.420000 sec): 3 clusters
  Score: Raw -38293235.897532 + Penalty 6181.944757 = -38287053.952775
  nChanged 600
		SP:Iteration 42Q (2516.100000 sec): 3 clusters
  Score: Raw -38293466.019868 + Penalty 6181.944757 = -38287284.075111
  nChanged 503
		SP:Iteration 43Q (2516.790000 sec): 3 clusters
  Score: Raw -38293651.082881 + Penalty 6181.944757 = -38287469.138124
  nChanged 482
		SP:Iteration 44Q (2517.470000 sec): 3 clusters
  Score: Raw -38293836.392261 + Penalty 6181.944757 = -38287654.447505
  nChanged 441
		SP:Iteration 45Q (2518.150000 sec): 3 clusters
  Score: Raw -38294011.507781 + Penalty 6181.944757 = -38287829.563024
  nChanged 417
		SP:Iteration 46Q (2518.820000 sec): 3 clusters
  Score: Raw -38294185.170954 + Penalty 6181.944757 = -38288003.226198
  nChanged 360
		SP:Iteration 47Q (2519.500000 sec): 3 clusters
  Score: Raw -38294334.382958 + Penalty 6181.944757 = -38288152.438201
  nChanged 351
		SP:Iteration 48Q (2520.180000 sec): 3 clusters
  Score: Raw -38294476.709557 + Penalty 6181.944757 = -38288294.764801
  nChanged 299
		SP:Iteration 49Q (2520.850000 sec): 3 clusters
  Score: Raw -38294600.909053 + Penalty 6181.944757 = -38288418.964297
  nChanged 250
		SP:Iteration 50Q (2521.520000 sec): 3 clusters
  Score: Raw -38294704.255930 + Penalty 6181.944757 = -38288522.311173
  nChanged 222
		SP:Iteration 51Q (2522.200000 sec): 3 clusters
  Score: Raw -38294789.491488 + Penalty 6181.944757 = -38288607.546732
  nChanged 187
		SP:Iteration 52Q (2522.900000 sec): 3 clusters
  Score: Raw -38294861.178228 + Penalty 6181.944757 = -38288679.233472
  nChanged 148
		SP:Iteration 53Q (2523.630000 sec): 3 clusters
  Score: Raw -38294913.594651 + Penalty 6181.944757 = -38288731.649894
  nChanged 117
		SP:Iteration 54Q (2524.350000 sec): 3 clusters
  Score: Raw -38294954.906402 + Penalty 6181.944757 = -38288772.961645
  nChanged 121
		SP:Iteration 55Q (2525.070000 sec): 3 clusters
  Score: Raw -38295000.198658 + Penalty 6181.944757 = -38288818.253902
  nChanged 102
		SP:Iteration 56Q (2525.790000 sec): 3 clusters
  Score: Raw -38295039.543598 + Penalty 6181.944757 = -38288857.598841
  nChanged 93
		SP:Iteration 57Q (2526.510000 sec): 3 clusters
  Score: Raw -38295073.424493 + Penalty 6181.944757 = -38288891.479736
  nChanged 74
		SP:Iteration 58Q (2527.230000 sec): 3 clusters
  Score: Raw -38295100.077896 + Penalty 6181.944757 = -38288918.133139
  nChanged 66
		SP:Iteration 59Q (2527.960000 sec): 3 clusters
  Score: Raw -38295129.382208 + Penalty 6181.944757 = -38288947.437451
  nChanged 65
		SP:Iteration 60F (2528.910000 sec): 3 clusters
  Score: Raw -38295155.045999 + Penalty 6181.944757 = -38288973.101243
  nChanged 54
		SP:Iteration 61Q (2529.580000 sec): 3 clusters
  Score: Raw -38295174.092385 + Penalty 6181.944757 = -38288992.147628
  nChanged 50
		SP:Iteration 62Q (2530.250000 sec): 3 clusters
  Score: Raw -38295190.254272 + Penalty 6181.944757 = -38289008.309515
  nChanged 41
		SP:Iteration 63Q (2530.920000 sec): 3 clusters
  Score: Raw -38295206.498874 + Penalty 6181.944757 = -38289024.554117
  nChanged 34
		SP:Iteration 64Q (2531.590000 sec): 3 clusters
  Score: Raw -38295218.317924 + Penalty 6181.944757 = -38289036.373167
  nChanged 26
		SP:Iteration 65Q (2532.250000 sec): 3 clusters
  Score: Raw -38295226.649995 + Penalty 6181.944757 = -38289044.705238
  nChanged 31
		SP:Iteration 66Q (2532.920000 sec): 3 clusters
  Score: Raw -38295237.443135 + Penalty 6181.944757 = -38289055.498378
  nChanged 30
		SP:Iteration 67Q (2533.590000 sec): 3 clusters
  Score: Raw -38295248.373235 + Penalty 6181.944757 = -38289066.428478
  nChanged 28
		SP:Iteration 68Q (2534.250000 sec): 3 clusters
  Score: Raw -38295257.800990 + Penalty 6181.944757 = -38289075.856234
  nChanged 25
		SP:Iteration 69Q (2534.920000 sec): 3 clusters
  Score: Raw -38295265.876499 + Penalty 6181.944757 = -38289083.931743
  nChanged 23
		SP:Iteration 70Q (2535.590000 sec): 3 clusters
  Score: Raw -38295272.854538 + Penalty 6181.944757 = -38289090.909782
  nChanged 19
		SP:Iteration 71Q (2536.260000 sec): 3 clusters
  Score: Raw -38295281.037926 + Penalty 6181.944757 = -38289099.093170
  nChanged 18
		SP:Iteration 72Q (2536.930000 sec): 3 clusters
  Score: Raw -38295287.907751 + Penalty 6181.944757 = -38289105.962995
  nChanged 8
		SP:Iteration 73Q (2537.600000 sec): 3 clusters
  Score: Raw -38295290.850546 + Penalty 6181.944757 = -38289108.905789
  nChanged 6
		SP:Iteration 74Q (2538.260000 sec): 3 clusters
  Score: Raw -38295292.899049 + Penalty 6181.944757 = -38289110.954293
  nChanged 4
		SP:Iteration 75Q (2538.930000 sec): 3 clusters
  Score: Raw -38295294.318680 + Penalty 6181.944757 = -38289112.373923
  nChanged 3
		SP:Iteration 76Q (2539.590000 sec): 3 clusters
  Score: Raw -38295295.187381 + Penalty 6181.944757 = -38289113.242624
  nChanged 0
		SP:Iteration 77F (2540.540000 sec): 3 clusters
  Score: Raw -38295295.187381 + Penalty 6181.944757 = -38289113.242624
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2540.640000 sec): 2 clusters
  Score: Raw -64181.902047 + Penalty 1533.668925 = -62648.233122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2540.650000 sec): 3 clusters
  Score: Raw -64197.048407 + Penalty 3067.337850 = -61129.710557
  nChanged 90
		SP:Iteration 1F (2540.650000 sec): 3 clusters
  Score: Raw -64407.119896 + Penalty 3067.337850 = -61339.782046
  nChanged 29
		SP:Iteration 2F (2540.650000 sec): 3 clusters
  Score: Raw -64534.082955 + Penalty 3067.337850 = -61466.745106
  nChanged 21
		SP:Iteration 3Q (2540.650000 sec): 3 clusters
  Score: Raw -64617.488174 + Penalty 3067.337850 = -61550.150324
  nChanged 13
		SP:Iteration 4Q (2540.650000 sec): 3 clusters
  Score: Raw -64666.148884 + Penalty 3067.337850 = -61598.811034
  nChanged 8
		SP:Iteration 5Q (2540.660000 sec): 3 clusters
  Score: Raw -64731.553324 + Penalty 3067.337850 = -61664.215474
  nChanged 12
		SP:Iteration 6Q (2540.660000 sec): 3 clusters
  Score: Raw -64781.593651 + Penalty 3067.337850 = -61714.255801
  nChanged 9
		SP:Iteration 7Q (2540.660000 sec): 3 clusters
  Score: Raw -64811.934758 + Penalty 3067.337850 = -61744.596908
  nChanged 7
		SP:Iteration 8Q (2540.660000 sec): 3 clusters
  Score: Raw -64833.935212 + Penalty 3067.337850 = -61766.597362
  nChanged 6
		SP:Iteration 9Q (2540.660000 sec): 3 clusters
  Score: Raw -64847.091803 + Penalty 3067.337850 = -61779.753953
  nChanged 4
		SP:Iteration 10Q (2540.660000 sec): 3 clusters
  Score: Raw -64858.392177 + Penalty 3067.337850 = -61791.054327
  nChanged 5
		SP:Iteration 11Q (2540.660000 sec): 3 clusters
  Score: Raw -64878.434370 + Penalty 3067.337850 = -61811.096520
  nChanged 2
		SP:Iteration 12Q (2540.670000 sec): 3 clusters
  Score: Raw -64883.393551 + Penalty 3067.337850 = -61816.055701
  nChanged 0
		SP:Iteration 13F (2540.670000 sec): 3 clusters
  Score: Raw -64883.393551 + Penalty 3067.337850 = -61816.055701
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (7490 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2540.700000 sec): 2 clusters
  Score: Raw -1075610.939530 + Penalty 2212.488371 = -1073398.451159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2540.720000 sec): 3 clusters
  Score: Raw -1071750.462127 + Penalty 4424.976742 = -1067325.485385
  nChanged 3003
		SP:Iteration 1F (2540.750000 sec): 3 clusters
  Score: Raw -1073411.133473 + Penalty 4424.976742 = -1068986.156732
  nChanged 542
		SP:Iteration 2F (2540.780000 sec): 3 clusters
  Score: Raw -1073712.242606 + Penalty 4424.976742 = -1069287.265864
  nChanged 427
		SP:Iteration 3F (2540.800000 sec): 3 clusters
  Score: Raw -1073942.477076 + Penalty 4424.976742 = -1069517.500334
  nChanged 315
		SP:Iteration 4Q (2540.830000 sec): 3 clusters
  Score: Raw -1074102.851171 + Penalty 4424.976742 = -1069677.874429
  nChanged 262
		SP:Iteration 5Q (2540.860000 sec): 3 clusters
  Score: Raw -1074228.732860 + Penalty 4424.976742 = -1069803.756118
  nChanged 235
		SP:Iteration 6Q (2540.880000 sec): 3 clusters
  Score: Raw -1074352.684275 + Penalty 4424.976742 = -1069927.707533
  nChanged 232
		SP:Iteration 7Q (2540.910000 sec): 3 clusters
  Score: Raw -1074479.931672 + Penalty 4424.976742 = -1070054.954930
  nChanged 221
		SP:Iteration 8Q (2540.940000 sec): 3 clusters
  Score: Raw -1074595.876888 + Penalty 4424.976742 = -1070170.900146
  nChanged 200
		SP:Iteration 9Q (2540.970000 sec): 3 clusters
  Score: Raw -1074722.740845 + Penalty 4424.976742 = -1070297.764103
  nChanged 193
		SP:Iteration 10Q (2541.000000 sec): 3 clusters
  Score: Raw -1074850.696242 + Penalty 4424.976742 = -1070425.719500
  nChanged 205
		SP:Iteration 11Q (2541.020000 sec): 3 clusters
  Score: Raw -1074983.992798 + Penalty 4424.976742 = -1070559.016056
  nChanged 182
		SP:Iteration 12Q (2541.050000 sec): 3 clusters
  Score: Raw -1075100.757508 + Penalty 4424.976742 = -1070675.780766
  nChanged 192
		SP:Iteration 13Q (2541.070000 sec): 3 clusters
  Score: Raw -1075213.781634 + Penalty 4424.976742 = -1070788.804892
  nChanged 166
		SP:Iteration 14Q (2541.100000 sec): 3 clusters
  Score: Raw -1075323.797496 + Penalty 4424.976742 = -1070898.820754
  nChanged 141
		SP:Iteration 15Q (2541.120000 sec): 3 clusters
  Score: Raw -1075425.767193 + Penalty 4424.976742 = -1071000.790451
  nChanged 140
		SP:Iteration 16Q (2541.150000 sec): 3 clusters
  Score: Raw -1075515.354806 + Penalty 4424.976742 = -1071090.378064
  nChanged 144
		SP:Iteration 17Q (2541.180000 sec): 3 clusters
  Score: Raw -1075609.750206 + Penalty 4424.976742 = -1071184.773464
  nChanged 113
		SP:Iteration 18Q (2541.200000 sec): 3 clusters
  Score: Raw -1075683.940433 + Penalty 4424.976742 = -1071258.963691
  nChanged 113
		SP:Iteration 19Q (2541.220000 sec): 3 clusters
  Score: Raw -1075763.091437 + Penalty 4424.976742 = -1071338.114695
  nChanged 94
		SP:Iteration 20F (2541.250000 sec): 3 clusters
  Score: Raw -1075827.360179 + Penalty 4424.976742 = -1071402.383437
  nChanged 73
		SP:Iteration 21Q (2541.280000 sec): 3 clusters
  Score: Raw -1075870.405305 + Penalty 4424.976742 = -1071445.428563
  nChanged 59
		SP:Iteration 22Q (2541.300000 sec): 3 clusters
  Score: Raw -1075913.424821 + Penalty 4424.976742 = -1071488.448079
  nChanged 72
		SP:Iteration 23Q (2541.320000 sec): 3 clusters
  Score: Raw -1075964.438420 + Penalty 4424.976742 = -1071539.461678
  nChanged 55
		SP:Iteration 24Q (2541.350000 sec): 3 clusters
  Score: Raw -1075993.692772 + Penalty 4424.976742 = -1071568.716030
  nChanged 50
		SP:Iteration 25Q (2541.370000 sec): 3 clusters
  Score: Raw -1076029.926301 + Penalty 4424.976742 = -1071604.949560
  nChanged 46
		SP:Iteration 26Q (2541.390000 sec): 3 clusters
  Score: Raw -1076064.084310 + Penalty 4424.976742 = -1071639.107568
  nChanged 39
		SP:Iteration 27Q (2541.420000 sec): 3 clusters
  Score: Raw -1076097.053937 + Penalty 4424.976742 = -1071672.077195
  nChanged 39
		SP:Iteration 28Q (2541.440000 sec): 3 clusters
  Score: Raw -1076126.942379 + Penalty 4424.976742 = -1071701.965637
  nChanged 35
		SP:Iteration 29Q (2541.460000 sec): 3 clusters
  Score: Raw -1076152.019793 + Penalty 4424.976742 = -1071727.043051
  nChanged 27
		SP:Iteration 30Q (2541.480000 sec): 3 clusters
  Score: Raw -1076169.466709 + Penalty 4424.976742 = -1071744.489967
  nChanged 23
		SP:Iteration 31Q (2541.500000 sec): 3 clusters
  Score: Raw -1076183.507614 + Penalty 4424.976742 = -1071758.530872
  nChanged 16
		SP:Iteration 32Q (2541.520000 sec): 3 clusters
  Score: Raw -1076193.576003 + Penalty 4424.976742 = -1071768.599261
  nChanged 14
		SP:Iteration 33Q (2541.550000 sec): 3 clusters
  Score: Raw -1076209.073701 + Penalty 4424.976742 = -1071784.096959
  nChanged 21
		SP:Iteration 34Q (2541.570000 sec): 3 clusters
  Score: Raw -1076226.182315 + Penalty 4424.976742 = -1071801.205573
  nChanged 14
		SP:Iteration 35Q (2541.590000 sec): 3 clusters
  Score: Raw -1076235.893280 + Penalty 4424.976742 = -1071810.916538
  nChanged 11
		SP:Iteration 36Q (2541.610000 sec): 3 clusters
  Score: Raw -1076241.881229 + Penalty 4424.976742 = -1071816.904487
  nChanged 10
		SP:Iteration 37Q (2541.630000 sec): 3 clusters
  Score: Raw -1076248.099464 + Penalty 4424.976742 = -1071823.122722
  nChanged 14
		SP:Iteration 38Q (2541.660000 sec): 3 clusters
  Score: Raw -1076256.586483 + Penalty 4424.976742 = -1071831.609741
  nChanged 4
		SP:Iteration 39Q (2541.680000 sec): 3 clusters
  Score: Raw -1076259.244449 + Penalty 4424.976742 = -1071834.267707
  nChanged 5
		SP:Iteration 40F (2541.700000 sec): 3 clusters
  Score: Raw -1076262.429285 + Penalty 4424.976742 = -1071837.452543
  nChanged 5
		SP:Iteration 41Q (2541.720000 sec): 3 clusters
  Score: Raw -1076264.419646 + Penalty 4424.976742 = -1071839.442904
  nChanged 2
		SP:Iteration 42Q (2541.750000 sec): 3 clusters
  Score: Raw -1076265.733670 + Penalty 4424.976742 = -1071840.756928
  nChanged 0
		SP:Iteration 43F (2541.770000 sec): 3 clusters
  Score: Raw -1076265.733670 + Penalty 4424.976742 = -1071840.756928
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2541.780000 sec): 2 clusters
  Score: Raw -44434.578259 + Penalty 1441.904372 = -42992.673887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2541.780000 sec): 3 clusters
  Score: Raw -44612.963636 + Penalty 2883.808744 = -41729.154892
  nChanged 53
		SP:Iteration 1F (2541.780000 sec): 3 clusters
  Score: Raw -44836.449690 + Penalty 2883.808744 = -41952.640946
  nChanged 17
		SP:Iteration 2F (2541.780000 sec): 3 clusters
  Score: Raw -44905.273484 + Penalty 2883.808744 = -42021.464740
  nChanged 7
		SP:Iteration 3Q (2541.780000 sec): 3 clusters
  Score: Raw -44931.177552 + Penalty 2883.808744 = -42047.368808
  nChanged 6
		SP:Iteration 4Q (2541.780000 sec): 3 clusters
  Score: Raw -44964.541965 + Penalty 2883.808744 = -42080.733221
  nChanged 5
		SP:Iteration 5Q (2541.790000 sec): 3 clusters
  Score: Raw -44986.632943 + Penalty 2883.808744 = -42102.824199
  nChanged 5
		SP:Iteration 6Q (2541.790000 sec): 3 clusters
  Score: Raw -45007.358051 + Penalty 2883.808744 = -42123.549307
  nChanged 2
		SP:Iteration 7Q (2541.790000 sec): 3 clusters
  Score: Raw -45018.303287 + Penalty 2883.808744 = -42134.494543
  nChanged 1
		SP:Iteration 8Q (2541.790000 sec): 3 clusters
  Score: Raw -45022.399891 + Penalty 2883.808744 = -42138.591148
  nChanged 0
		SP:Iteration 9F (2541.790000 sec): 3 clusters
  Score: Raw -45022.399891 + Penalty 2883.808744 = -42138.591148
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2541.800000 sec): 2 clusters
  Score: Raw -280746.321684 + Penalty 1887.491492 = -278858.830192
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2541.810000 sec): 3 clusters
  Score: Raw -280130.144484 + Penalty 3774.982984 = -276355.161500
  nChanged 649
		SP:Iteration 1F (2541.820000 sec): 3 clusters
  Score: Raw -280816.352250 + Penalty 3774.982984 = -277041.369266
  nChanged 204
		SP:Iteration 2F (2541.820000 sec): 3 clusters
  Score: Raw -281292.210143 + Penalty 3774.982984 = -277517.227159
  nChanged 202
		SP:Iteration 3F (2541.830000 sec): 3 clusters
  Score: Raw -281754.188609 + Penalty 3774.982984 = -277979.205625
  nChanged 196
		SP:Iteration 4F (2541.840000 sec): 3 clusters
  Score: Raw -282065.433505 + Penalty 3774.982984 = -278290.450520
  nChanged 142
		SP:Iteration 5F (2541.840000 sec): 3 clusters
  Score: Raw -282254.565925 + Penalty 3774.982984 = -278479.582941
  nChanged 63
		SP:Iteration 6Q (2541.850000 sec): 3 clusters
  Score: Raw -282339.382090 + Penalty 3774.982984 = -278564.399106
  nChanged 39
		SP:Iteration 7Q (2541.860000 sec): 3 clusters
  Score: Raw -282398.053094 + Penalty 3774.982984 = -278623.070110
  nChanged 34
		SP:Iteration 8Q (2541.860000 sec): 3 clusters
  Score: Raw -282452.842416 + Penalty 3774.982984 = -278677.859432
  nChanged 23
		SP:Iteration 9Q (2541.870000 sec): 3 clusters
  Score: Raw -282487.871886 + Penalty 3774.982984 = -278712.888902
  nChanged 14
		SP:Iteration 10Q (2541.880000 sec): 3 clusters
  Score: Raw -282512.592503 + Penalty 3774.982984 = -278737.609519
  nChanged 8
		SP:Iteration 11Q (2541.880000 sec): 3 clusters
  Score: Raw -282524.988985 + Penalty 3774.982984 = -278750.006001
  nChanged 5
		SP:Iteration 12Q (2541.890000 sec): 3 clusters
  Score: Raw -282535.049931 + Penalty 3774.982984 = -278760.066947
  nChanged 3
		SP:Iteration 13Q (2541.900000 sec): 3 clusters
  Score: Raw -282540.562445 + Penalty 3774.982984 = -278765.579461
  nChanged 2
		SP:Iteration 14Q (2541.900000 sec): 3 clusters
  Score: Raw -282543.237617 + Penalty 3774.982984 = -278768.254633
  nChanged 1
		SP:Iteration 15Q (2541.910000 sec): 3 clusters
  Score: Raw -282544.547855 + Penalty 3774.982984 = -278769.564871
  nChanged 0
		SP:Iteration 16F (2541.920000 sec): 3 clusters
  Score: Raw -282544.547855 + Penalty 3774.982984 = -278769.564871
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (20342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2541.990000 sec): 2 clusters
  Score: Raw -2855495.950845 + Penalty 2460.269862 = -2853035.680983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2542.070000 sec): 3 clusters
  Score: Raw -2843678.963396 + Penalty 4920.539725 = -2838758.423671
  nChanged 9010
		SP:Iteration 1F (2542.140000 sec): 3 clusters
  Score: Raw -2848489.989086 + Penalty 4920.539725 = -2843569.449361
  nChanged 1029
		SP:Iteration 2F (2542.220000 sec): 3 clusters
  Score: Raw -2848867.502831 + Penalty 4920.539725 = -2843946.963107
  nChanged 933
		SP:Iteration 3Q (2542.290000 sec): 3 clusters
  Score: Raw -2849223.190317 + Penalty 4920.539725 = -2844302.650593
  nChanged 872
		SP:Iteration 4Q (2542.370000 sec): 3 clusters
  Score: Raw -2849576.098568 + Penalty 4920.539725 = -2844655.558843
  nChanged 833
		SP:Iteration 5Q (2542.440000 sec): 3 clusters
  Score: Raw -2849930.979034 + Penalty 4920.539725 = -2845010.439309
  nChanged 797
		SP:Iteration 6Q (2542.520000 sec): 3 clusters
  Score: Raw -2850292.030842 + Penalty 4920.539725 = -2845371.491118
  nChanged 792
		SP:Iteration 7Q (2542.600000 sec): 3 clusters
  Score: Raw -2850674.056066 + Penalty 4920.539725 = -2845753.516341
  nChanged 857
		SP:Iteration 8Q (2542.670000 sec): 3 clusters
  Score: Raw -2851145.238359 + Penalty 4920.539725 = -2846224.698635
  nChanged 855
		SP:Iteration 9Q (2542.750000 sec): 3 clusters
  Score: Raw -2851673.952961 + Penalty 4920.539725 = -2846753.413236
  nChanged 937
		SP:Iteration 10Q (2542.820000 sec): 3 clusters
  Score: Raw -2852317.746297 + Penalty 4920.539725 = -2847397.206573
  nChanged 947
		SP:Iteration 11Q (2542.900000 sec): 3 clusters
  Score: Raw -2852984.359046 + Penalty 4920.539725 = -2848063.819322
  nChanged 838
		SP:Iteration 12Q (2542.970000 sec): 3 clusters
  Score: Raw -2853602.247741 + Penalty 4920.539725 = -2848681.708016
  nChanged 784
		SP:Iteration 13Q (2543.040000 sec): 3 clusters
  Score: Raw -2854231.927658 + Penalty 4920.539725 = -2849311.387934
  nChanged 633
		SP:Iteration 14Q (2543.110000 sec): 3 clusters
  Score: Raw -2854704.665372 + Penalty 4920.539725 = -2849784.125647
  nChanged 486
		SP:Iteration 15Q (2543.180000 sec): 3 clusters
  Score: Raw -2855017.745347 + Penalty 4920.539725 = -2850097.205623
  nChanged 383
		SP:Iteration 16Q (2543.240000 sec): 3 clusters
  Score: Raw -2855234.640137 + Penalty 4920.539725 = -2850314.100412
  nChanged 305
		SP:Iteration 17Q (2543.310000 sec): 3 clusters
  Score: Raw -2855408.776176 + Penalty 4920.539725 = -2850488.236452
  nChanged 244
		SP:Iteration 18Q (2543.370000 sec): 3 clusters
  Score: Raw -2855528.957094 + Penalty 4920.539725 = -2850608.417370
  nChanged 196
		SP:Iteration 19Q (2543.440000 sec): 3 clusters
  Score: Raw -2855616.235218 + Penalty 4920.539725 = -2850695.695493
  nChanged 164
		SP:Iteration 20F (2543.510000 sec): 3 clusters
  Score: Raw -2855687.751607 + Penalty 4920.539725 = -2850767.211882
  nChanged 146
		SP:Iteration 21Q (2543.570000 sec): 3 clusters
  Score: Raw -2855748.927126 + Penalty 4920.539725 = -2850828.387402
  nChanged 135
		SP:Iteration 22Q (2543.630000 sec): 3 clusters
  Score: Raw -2855800.164776 + Penalty 4920.539725 = -2850879.625051
  nChanged 103
		SP:Iteration 23Q (2543.700000 sec): 3 clusters
  Score: Raw -2855843.019903 + Penalty 4920.539725 = -2850922.480178
  nChanged 99
		SP:Iteration 24Q (2543.760000 sec): 3 clusters
  Score: Raw -2855876.569103 + Penalty 4920.539725 = -2850956.029378
  nChanged 68
		SP:Iteration 25Q (2543.820000 sec): 3 clusters
  Score: Raw -2855900.765801 + Penalty 4920.539725 = -2850980.226076
  nChanged 59
		SP:Iteration 26Q (2543.880000 sec): 3 clusters
  Score: Raw -2855923.375305 + Penalty 4920.539725 = -2851002.835581
  nChanged 57
		SP:Iteration 27Q (2543.940000 sec): 3 clusters
  Score: Raw -2855942.396824 + Penalty 4920.539725 = -2851021.857100
  nChanged 56
		SP:Iteration 28Q (2544.000000 sec): 3 clusters
  Score: Raw -2855961.525245 + Penalty 4920.539725 = -2851040.985520
  nChanged 66
		SP:Iteration 29Q (2544.060000 sec): 3 clusters
  Score: Raw -2855985.139724 + Penalty 4920.539725 = -2851064.600000
  nChanged 59
		SP:Iteration 30Q (2544.120000 sec): 3 clusters
  Score: Raw -2856001.773144 + Penalty 4920.539725 = -2851081.233419
  nChanged 39
		SP:Iteration 31Q (2544.180000 sec): 3 clusters
  Score: Raw -2856012.236054 + Penalty 4920.539725 = -2851091.696329
  nChanged 33
		SP:Iteration 32Q (2544.240000 sec): 3 clusters
  Score: Raw -2856019.646566 + Penalty 4920.539725 = -2851099.106842
  nChanged 19
		SP:Iteration 33Q (2544.300000 sec): 3 clusters
  Score: Raw -2856025.267123 + Penalty 4920.539725 = -2851104.727399
  nChanged 24
		SP:Iteration 34Q (2544.360000 sec): 3 clusters
  Score: Raw -2856031.175057 + Penalty 4920.539725 = -2851110.635332
  nChanged 23
		SP:Iteration 35Q (2544.420000 sec): 3 clusters
  Score: Raw -2856038.529077 + Penalty 4920.539725 = -2851117.989353
  nChanged 25
		SP:Iteration 36Q (2544.480000 sec): 3 clusters
  Score: Raw -2856045.788017 + Penalty 4920.539725 = -2851125.248292
  nChanged 26
		SP:Iteration 37Q (2544.540000 sec): 3 clusters
  Score: Raw -2856052.538299 + Penalty 4920.539725 = -2851131.998574
  nChanged 17
		SP:Iteration 38Q (2544.600000 sec): 3 clusters
  Score: Raw -2856058.057719 + Penalty 4920.539725 = -2851137.517994
  nChanged 23
		SP:Iteration 39Q (2544.660000 sec): 3 clusters
  Score: Raw -2856064.562795 + Penalty 4920.539725 = -2851144.023071
  nChanged 21
		SP:Iteration 40F (2544.730000 sec): 3 clusters
  Score: Raw -2856070.918628 + Penalty 4920.539725 = -2851150.378903
  nChanged 19
		SP:Iteration 41Q (2544.790000 sec): 3 clusters
  Score: Raw -2856074.844899 + Penalty 4920.539725 = -2851154.305174
  nChanged 14
		SP:Iteration 42Q (2544.850000 sec): 3 clusters
  Score: Raw -2856078.054471 + Penalty 4920.539725 = -2851157.514747
  nChanged 10
		SP:Iteration 43Q (2544.910000 sec): 3 clusters
  Score: Raw -2856080.636657 + Penalty 4920.539725 = -2851160.096932
  nChanged 12
		SP:Iteration 44Q (2544.970000 sec): 3 clusters
  Score: Raw -2856084.017043 + Penalty 4920.539725 = -2851163.477318
  nChanged 12
		SP:Iteration 45Q (2545.030000 sec): 3 clusters
  Score: Raw -2856087.162325 + Penalty 4920.539725 = -2851166.622600
  nChanged 12
		SP:Iteration 46Q (2545.080000 sec): 3 clusters
  Score: Raw -2856089.783334 + Penalty 4920.539725 = -2851169.243610
  nChanged 9
		SP:Iteration 47Q (2545.140000 sec): 3 clusters
  Score: Raw -2856091.794490 + Penalty 4920.539725 = -2851171.254765
  nChanged 7
		SP:Iteration 48Q (2545.200000 sec): 3 clusters
  Score: Raw -2856094.046709 + Penalty 4920.539725 = -2851173.506984
  nChanged 8
		SP:Iteration 49Q (2545.260000 sec): 3 clusters
  Score: Raw -2856096.066681 + Penalty 4920.539725 = -2851175.526956
  nChanged 7
		SP:Iteration 50Q (2545.320000 sec): 3 clusters
  Score: Raw -2856098.079820 + Penalty 4920.539725 = -2851177.540095
  nChanged 6
		SP:Iteration 51Q (2545.380000 sec): 3 clusters
  Score: Raw -2856099.758852 + Penalty 4920.539725 = -2851179.219127
  nChanged 6
		SP:Iteration 52Q (2545.440000 sec): 3 clusters
  Score: Raw -2856100.648574 + Penalty 4920.539725 = -2851180.108850
  nChanged 1
		SP:Iteration 53Q (2545.500000 sec): 3 clusters
  Score: Raw -2856100.814609 + Penalty 4920.539725 = -2851180.274885
  nChanged 0
		SP:Iteration 54F (2545.580000 sec): 3 clusters
  Score: Raw -2856100.814609 + Penalty 4920.539725 = -2851180.274885
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (42946 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2545.720000 sec): 2 clusters
  Score: Raw -6627377.884178 + Penalty 2645.589300 = -6624732.294878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2545.880000 sec): 3 clusters
  Score: Raw -6600913.734960 + Penalty 5291.178601 = -6595622.556359
  nChanged 19782
		SP:Iteration 1F (2546.050000 sec): 3 clusters
  Score: Raw -6611843.645698 + Penalty 5291.178601 = -6606552.467097
  nChanged 2066
		SP:Iteration 2Q (2546.220000 sec): 3 clusters
  Score: Raw -6612588.734603 + Penalty 5291.178601 = -6607297.556002
  nChanged 2188
		SP:Iteration 3F (2546.380000 sec): 3 clusters
  Score: Raw -6613617.246153 + Penalty 5291.178601 = -6608326.067552
  nChanged 2637
		SP:Iteration 4F (2546.540000 sec): 3 clusters
  Score: Raw -6615217.619952 + Penalty 5291.178601 = -6609926.441352
  nChanged 3172
		SP:Iteration 5F (2546.700000 sec): 3 clusters
  Score: Raw -6617596.543686 + Penalty 5291.178601 = -6612305.365085
  nChanged 3340
		SP:Iteration 6F (2546.860000 sec): 3 clusters
  Score: Raw -6620378.695609 + Penalty 5291.178601 = -6615087.517009
  nChanged 2923
		SP:Iteration 7F (2547.020000 sec): 3 clusters
  Score: Raw -6622842.261760 + Penalty 5291.178601 = -6617551.083160
  nChanged 2189
		SP:Iteration 8F (2547.190000 sec): 3 clusters
  Score: Raw -6624563.951350 + Penalty 5291.178601 = -6619272.772750
  nChanged 1489
		SP:Iteration 9Q (2547.360000 sec): 3 clusters
  Score: Raw -6625643.517054 + Penalty 5291.178601 = -6620352.338453
  nChanged 950
		SP:Iteration 10Q (2547.510000 sec): 3 clusters
  Score: Raw -6626281.464802 + Penalty 5291.178601 = -6620990.286201
  nChanged 622
		SP:Iteration 11Q (2547.660000 sec): 3 clusters
  Score: Raw -6626721.282611 + Penalty 5291.178601 = -6621430.104010
  nChanged 443
		SP:Iteration 12Q (2547.800000 sec): 3 clusters
  Score: Raw -6627106.191095 + Penalty 5291.178601 = -6621815.012495
  nChanged 298
		SP:Iteration 13Q (2547.940000 sec): 3 clusters
  Score: Raw -6627424.849959 + Penalty 5291.178601 = -6622133.671358
  nChanged 213
		SP:Iteration 14Q (2548.060000 sec): 3 clusters
  Score: Raw -6627603.859764 + Penalty 5291.178601 = -6622312.681164
  nChanged 177
		SP:Iteration 15Q (2548.190000 sec): 3 clusters
  Score: Raw -6627704.338975 + Penalty 5291.178601 = -6622413.160374
  nChanged 137
		SP:Iteration 16Q (2548.310000 sec): 3 clusters
  Score: Raw -6627762.761272 + Penalty 5291.178601 = -6622471.582672
  nChanged 89
		SP:Iteration 17Q (2548.440000 sec): 3 clusters
  Score: Raw -6627800.750327 + Penalty 5291.178601 = -6622509.571726
  nChanged 84
		SP:Iteration 18Q (2548.560000 sec): 3 clusters
  Score: Raw -6627837.915075 + Penalty 5291.178601 = -6622546.736474
  nChanged 73
		SP:Iteration 19Q (2548.680000 sec): 3 clusters
  Score: Raw -6627869.394717 + Penalty 5291.178601 = -6622578.216116
  nChanged 73
		SP:Iteration 20F (2548.840000 sec): 3 clusters
  Score: Raw -6627905.162996 + Penalty 5291.178601 = -6622613.984395
  nChanged 66
		SP:Iteration 21Q (2548.960000 sec): 3 clusters
  Score: Raw -6627929.189901 + Penalty 5291.178601 = -6622638.011300
  nChanged 52
		SP:Iteration 22Q (2549.080000 sec): 3 clusters
  Score: Raw -6627944.687983 + Penalty 5291.178601 = -6622653.509382
  nChanged 42
		SP:Iteration 23Q (2549.190000 sec): 3 clusters
  Score: Raw -6627958.687205 + Penalty 5291.178601 = -6622667.508604
  nChanged 37
		SP:Iteration 24Q (2549.310000 sec): 3 clusters
  Score: Raw -6627970.856772 + Penalty 5291.178601 = -6622679.678172
  nChanged 38
		SP:Iteration 25Q (2549.430000 sec): 3 clusters
  Score: Raw -6627985.196282 + Penalty 5291.178601 = -6622694.017682
  nChanged 39
		SP:Iteration 26Q (2549.540000 sec): 3 clusters
  Score: Raw -6627997.936214 + Penalty 5291.178601 = -6622706.757613
  nChanged 36
		SP:Iteration 27Q (2549.660000 sec): 3 clusters
  Score: Raw -6628008.689562 + Penalty 5291.178601 = -6622717.510962
  nChanged 23
		SP:Iteration 28Q (2549.780000 sec): 3 clusters
  Score: Raw -6628014.907118 + Penalty 5291.178601 = -6622723.728518
  nChanged 22
		SP:Iteration 29Q (2549.890000 sec): 3 clusters
  Score: Raw -6628021.113320 + Penalty 5291.178601 = -6622729.934719
  nChanged 23
		SP:Iteration 30Q (2550.010000 sec): 3 clusters
  Score: Raw -6628027.150645 + Penalty 5291.178601 = -6622735.972044
  nChanged 19
		SP:Iteration 31Q (2550.120000 sec): 3 clusters
  Score: Raw -6628032.190596 + Penalty 5291.178601 = -6622741.011995
  nChanged 12
		SP:Iteration 32Q (2550.240000 sec): 3 clusters
  Score: Raw -6628034.579049 + Penalty 5291.178601 = -6622743.400449
  nChanged 8
		SP:Iteration 33Q (2550.360000 sec): 3 clusters
  Score: Raw -6628036.735825 + Penalty 5291.178601 = -6622745.557225
  nChanged 10
		SP:Iteration 34Q (2550.480000 sec): 3 clusters
  Score: Raw -6628039.011975 + Penalty 5291.178601 = -6622747.833375
  nChanged 9
		SP:Iteration 35Q (2550.600000 sec): 3 clusters
  Score: Raw -6628041.248165 + Penalty 5291.178601 = -6622750.069564
  nChanged 11
		SP:Iteration 36Q (2550.710000 sec): 3 clusters
  Score: Raw -6628043.621048 + Penalty 5291.178601 = -6622752.442447
  nChanged 12
		SP:Iteration 37Q (2550.830000 sec): 3 clusters
  Score: Raw -6628046.213621 + Penalty 5291.178601 = -6622755.035021
  nChanged 9
		SP:Iteration 38Q (2550.950000 sec): 3 clusters
  Score: Raw -6628048.396963 + Penalty 5291.178601 = -6622757.218362
  nChanged 7
		SP:Iteration 39Q (2551.060000 sec): 3 clusters
  Score: Raw -6628049.779584 + Penalty 5291.178601 = -6622758.600983
  nChanged 4
		SP:Iteration 40F (2551.220000 sec): 3 clusters
  Score: Raw -6628050.732138 + Penalty 5291.178601 = -6622759.553537
  nChanged 5
		SP:Iteration 41Q (2551.340000 sec): 3 clusters
  Score: Raw -6628051.648487 + Penalty 5291.178601 = -6622760.469886
  nChanged 5
		SP:Iteration 42Q (2551.460000 sec): 3 clusters
  Score: Raw -6628052.870241 + Penalty 5291.178601 = -6622761.691640
  nChanged 4
		SP:Iteration 43Q (2551.580000 sec): 3 clusters
  Score: Raw -6628053.499619 + Penalty 5291.178601 = -6622762.321019
  nChanged 1
		SP:Iteration 44Q (2551.700000 sec): 3 clusters
  Score: Raw -6628053.529338 + Penalty 5291.178601 = -6622762.350737
  nChanged 0
		SP:Iteration 45F (2551.860000 sec): 3 clusters
  Score: Raw -6628053.529338 + Penalty 5291.178601 = -6622762.350737
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2552.240000 sec): 2 clusters
  Score: Raw -17415139.139412 + Penalty 2899.371242 = -17412239.768170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2552.700000 sec): 3 clusters
  Score: Raw -17338076.553326 + Penalty 5798.742483 = -17332277.810843
  nChanged 56904
		SP:Iteration 1F (2553.150000 sec): 3 clusters
  Score: Raw -17371284.064880 + Penalty 5798.742483 = -17365485.322397
  nChanged 4344
		SP:Iteration 2Q (2553.600000 sec): 3 clusters
  Score: Raw -17372626.339857 + Penalty 5798.742483 = -17366827.597374
  nChanged 4847
		SP:Iteration 3Q (2554.070000 sec): 3 clusters
  Score: Raw -17374472.313142 + Penalty 5798.742483 = -17368673.570658
  nChanged 5516
		SP:Iteration 4Q (2554.530000 sec): 3 clusters
  Score: Raw -17377029.226917 + Penalty 5798.742483 = -17371230.484434
  nChanged 6192
		SP:Iteration 5F (2554.980000 sec): 3 clusters
  Score: Raw -17380363.241329 + Penalty 5798.742483 = -17374564.498845
  nChanged 6757
		SP:Iteration 6F (2555.430000 sec): 3 clusters
  Score: Raw -17384455.075314 + Penalty 5798.742483 = -17378656.332831
  nChanged 7108
		SP:Iteration 7F (2555.880000 sec): 3 clusters
  Score: Raw -17388880.211635 + Penalty 5798.742483 = -17383081.469151
  nChanged 6742
		SP:Iteration 8F (2556.330000 sec): 3 clusters
  Score: Raw -17392873.489705 + Penalty 5798.742483 = -17387074.747222
  nChanged 6096
		SP:Iteration 9F (2556.780000 sec): 3 clusters
  Score: Raw -17396313.769922 + Penalty 5798.742483 = -17390515.027439
  nChanged 5290
		SP:Iteration 10Q (2557.220000 sec): 3 clusters
  Score: Raw -17399082.807971 + Penalty 5798.742483 = -17393284.065488
  nChanged 4365
		SP:Iteration 11Q (2557.650000 sec): 3 clusters
  Score: Raw -17401264.051775 + Penalty 5798.742483 = -17395465.309291
  nChanged 3575
		SP:Iteration 12Q (2558.090000 sec): 3 clusters
  Score: Raw -17402967.819977 + Penalty 5798.742483 = -17397169.077493
  nChanged 2965
		SP:Iteration 13Q (2558.520000 sec): 3 clusters
  Score: Raw -17404505.149486 + Penalty 5798.742483 = -17398706.407003
  nChanged 2682
		SP:Iteration 14Q (2558.940000 sec): 3 clusters
  Score: Raw -17405932.696609 + Penalty 5798.742483 = -17400133.954126
  nChanged 2601
		SP:Iteration 15Q (2559.360000 sec): 3 clusters
  Score: Raw -17407272.048687 + Penalty 5798.742483 = -17401473.306204
  nChanged 2488
		SP:Iteration 16Q (2559.780000 sec): 3 clusters
  Score: Raw -17408358.568274 + Penalty 5798.742483 = -17402559.825791
  nChanged 2383
		SP:Iteration 17Q (2560.200000 sec): 3 clusters
  Score: Raw -17409354.103175 + Penalty 5798.742483 = -17403555.360692
  nChanged 2208
		SP:Iteration 18Q (2560.610000 sec): 3 clusters
  Score: Raw -17410248.673501 + Penalty 5798.742483 = -17404449.931017
  nChanged 2006
		SP:Iteration 19Q (2561.030000 sec): 3 clusters
  Score: Raw -17411038.086562 + Penalty 5798.742483 = -17405239.344078
  nChanged 1830
		SP:Iteration 20F (2561.470000 sec): 3 clusters
  Score: Raw -17411785.700392 + Penalty 5798.742483 = -17405986.957908
  nChanged 1760
		SP:Iteration 21Q (2561.890000 sec): 3 clusters
  Score: Raw -17412526.187226 + Penalty 5798.742483 = -17406727.444742
  nChanged 1707
		SP:Iteration 22Q (2562.300000 sec): 3 clusters
  Score: Raw -17413215.235184 + Penalty 5798.742483 = -17407416.492701
  nChanged 1583
		SP:Iteration 23Q (2562.720000 sec): 3 clusters
  Score: Raw -17413816.215913 + Penalty 5798.742483 = -17408017.473429
  nChanged 1532
		SP:Iteration 24Q (2563.140000 sec): 3 clusters
  Score: Raw -17414341.441511 + Penalty 5798.742483 = -17408542.699028
  nChanged 1433
		SP:Iteration 25Q (2563.590000 sec): 3 clusters
  Score: Raw -17414800.634970 + Penalty 5798.742483 = -17409001.892486
  nChanged 1349
		SP:Iteration 26Q (2564.020000 sec): 3 clusters
  Score: Raw -17415189.583498 + Penalty 5798.742483 = -17409390.841015
  nChanged 1259
		SP:Iteration 27Q (2564.450000 sec): 3 clusters
  Score: Raw -17415505.175156 + Penalty 5798.742483 = -17409706.432673
  nChanged 1101
		SP:Iteration 28Q (2564.890000 sec): 3 clusters
  Score: Raw -17415743.998271 + Penalty 5798.742483 = -17409945.255787
  nChanged 939
		SP:Iteration 29Q (2565.310000 sec): 3 clusters
  Score: Raw -17415909.943398 + Penalty 5798.742483 = -17410111.200915
  nChanged 769
		SP:Iteration 30Q (2565.740000 sec): 3 clusters
  Score: Raw -17416024.883642 + Penalty 5798.742483 = -17410226.141159
  nChanged 701
		SP:Iteration 31Q (2566.170000 sec): 3 clusters
  Score: Raw -17416119.560686 + Penalty 5798.742483 = -17410320.818203
  nChanged 646
		SP:Iteration 32Q (2566.590000 sec): 3 clusters
  Score: Raw -17416200.606340 + Penalty 5798.742483 = -17410401.863857
  nChanged 627
		SP:Iteration 33Q (2567.030000 sec): 3 clusters
  Score: Raw -17416273.944570 + Penalty 5798.742483 = -17410475.202087
  nChanged 558
		SP:Iteration 34Q (2567.470000 sec): 3 clusters
  Score: Raw -17416332.588514 + Penalty 5798.742483 = -17410533.846030
  nChanged 500
		SP:Iteration 35Q (2567.900000 sec): 3 clusters
  Score: Raw -17416380.789719 + Penalty 5798.742483 = -17410582.047235
  nChanged 470
		SP:Iteration 36Q (2568.340000 sec): 3 clusters
  Score: Raw -17416422.310796 + Penalty 5798.742483 = -17410623.568313
  nChanged 413
		SP:Iteration 37Q (2568.770000 sec): 3 clusters
  Score: Raw -17416454.635552 + Penalty 5798.742483 = -17410655.893068
  nChanged 352
		SP:Iteration 38Q (2569.210000 sec): 3 clusters
  Score: Raw -17416479.066632 + Penalty 5798.742483 = -17410680.324148
  nChanged 273
		SP:Iteration 39Q (2569.650000 sec): 3 clusters
  Score: Raw -17416496.276435 + Penalty 5798.742483 = -17410697.533952
  nChanged 260
		SP:Iteration 40F (2570.130000 sec): 3 clusters
  Score: Raw -17416516.968610 + Penalty 5798.742483 = -17410718.226126
  nChanged 228
		SP:Iteration 41Q (2570.590000 sec): 3 clusters
  Score: Raw -17416529.831365 + Penalty 5798.742483 = -17410731.088882
  nChanged 201
		SP:Iteration 42Q (2571.050000 sec): 3 clusters
  Score: Raw -17416539.657135 + Penalty 5798.742483 = -17410740.914651
  nChanged 176
		SP:Iteration 43Q (2571.510000 sec): 3 clusters
  Score: Raw -17416546.991896 + Penalty 5798.742483 = -17410748.249413
  nChanged 130
		SP:Iteration 44Q (2571.970000 sec): 3 clusters
  Score: Raw -17416551.503228 + Penalty 5798.742483 = -17410752.760745
  nChanged 110
		SP:Iteration 45Q (2572.420000 sec): 3 clusters
  Score: Raw -17416555.152758 + Penalty 5798.742483 = -17410756.410275
  nChanged 86
		SP:Iteration 46Q (2572.880000 sec): 3 clusters
  Score: Raw -17416557.675508 + Penalty 5798.742483 = -17410758.933025
  nChanged 88
		SP:Iteration 47Q (2573.330000 sec): 3 clusters
  Score: Raw -17416560.140679 + Penalty 5798.742483 = -17410761.398196
  nChanged 80
		SP:Iteration 48Q (2573.790000 sec): 3 clusters
  Score: Raw -17416562.639107 + Penalty 5798.742483 = -17410763.896623
  nChanged 67
		SP:Iteration 49Q (2574.250000 sec): 3 clusters
  Score: Raw -17416564.656587 + Penalty 5798.742483 = -17410765.914104
  nChanged 60
		SP:Iteration 50Q (2574.690000 sec): 3 clusters
  Score: Raw -17416566.156315 + Penalty 5798.742483 = -17410767.413832
  nChanged 50
		SP:Iteration 51Q (2575.140000 sec): 3 clusters
  Score: Raw -17416567.242991 + Penalty 5798.742483 = -17410768.500507
  nChanged 47
		SP:Iteration 52Q (2575.580000 sec): 3 clusters
  Score: Raw -17416568.182856 + Penalty 5798.742483 = -17410769.440372
  nChanged 42
		SP:Iteration 53Q (2576.010000 sec): 3 clusters
  Score: Raw -17416568.990369 + Penalty 5798.742483 = -17410770.247885
  nChanged 45
		SP:Iteration 54Q (2576.450000 sec): 3 clusters
  Score: Raw -17416569.852148 + Penalty 5798.742483 = -17410771.109665
  nChanged 32
		SP:Iteration 55Q (2576.890000 sec): 3 clusters
  Score: Raw -17416570.404405 + Penalty 5798.742483 = -17410771.661921
  nChanged 23
		SP:Iteration 56Q (2577.330000 sec): 3 clusters
  Score: Raw -17416570.745845 + Penalty 5798.742483 = -17410772.003361
  nChanged 19
		SP:Iteration 57Q (2577.770000 sec): 3 clusters
  Score: Raw -17416570.977122 + Penalty 5798.742483 = -17410772.234639
  nChanged 10
		SP:Iteration 58Q (2578.220000 sec): 3 clusters
  Score: Raw -17416571.119291 + Penalty 5798.742483 = -17410772.376808
  nChanged 6
		SP:Iteration 59Q (2578.660000 sec): 3 clusters
  Score: Raw -17416571.246085 + Penalty 5798.742483 = -17410772.503602
  nChanged 8
		SP:Iteration 60F (2579.130000 sec): 3 clusters
  Score: Raw -17416571.398399 + Penalty 5798.742483 = -17410772.655916
  nChanged 9
		SP:Iteration 61Q (2579.570000 sec): 3 clusters
  Score: Raw -17416571.500629 + Penalty 5798.742483 = -17410772.758146
  nChanged 9
		SP:Iteration 62Q (2580.010000 sec): 3 clusters
  Score: Raw -17416571.594010 + Penalty 5798.742483 = -17410772.851527
  nChanged 7
		SP:Iteration 63Q (2580.450000 sec): 3 clusters
  Score: Raw -17416571.742018 + Penalty 5798.742483 = -17410772.999534
  nChanged 8
		SP:Iteration 64Q (2580.890000 sec): 3 clusters
  Score: Raw -17416571.860155 + Penalty 5798.742483 = -17410773.117672
  nChanged 6
		SP:Iteration 65Q (2581.330000 sec): 3 clusters
  Score: Raw -17416571.915282 + Penalty 5798.742483 = -17410773.172799
  nChanged 4
		SP:Iteration 66Q (2581.780000 sec): 3 clusters
  Score: Raw -17416571.955211 + Penalty 5798.742483 = -17410773.212728
  nChanged 5
		SP:Iteration 67Q (2582.220000 sec): 3 clusters
  Score: Raw -17416572.022831 + Penalty 5798.742483 = -17410773.280348
  nChanged 3
		SP:Iteration 68Q (2582.670000 sec): 3 clusters
  Score: Raw -17416572.039362 + Penalty 5798.742483 = -17410773.296878
  nChanged 1
		SP:Iteration 69Q (2583.100000 sec): 3 clusters
  Score: Raw -17416572.053074 + Penalty 5798.742483 = -17410773.310591
  nChanged 0
		SP:Iteration 70F (2583.570000 sec): 3 clusters
  Score: Raw -17416572.053074 + Penalty 5798.742483 = -17410773.310591
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11678 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2583.650000 sec): 2 clusters
  Score: Raw -1781473.905521 + Penalty 2322.634578 = -1779151.270943
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2583.700000 sec): 3 clusters
  Score: Raw -1775037.519122 + Penalty 4645.269156 = -1770392.249965
  nChanged 4849
		SP:Iteration 1F (2583.750000 sec): 3 clusters
  Score: Raw -1777627.392617 + Penalty 4645.269156 = -1772982.123460
  nChanged 672
		SP:Iteration 2F (2583.790000 sec): 3 clusters
  Score: Raw -1777903.166062 + Penalty 4645.269156 = -1773257.896906
  nChanged 547
		SP:Iteration 3Q (2583.840000 sec): 3 clusters
  Score: Raw -1778116.988361 + Penalty 4645.269156 = -1773471.719205
  nChanged 426
		SP:Iteration 4Q (2583.890000 sec): 3 clusters
  Score: Raw -1778282.932755 + Penalty 4645.269156 = -1773637.663599
  nChanged 372
		SP:Iteration 5Q (2583.940000 sec): 3 clusters
  Score: Raw -1778424.277025 + Penalty 4645.269156 = -1773779.007869
  nChanged 334
		SP:Iteration 6Q (2583.990000 sec): 3 clusters
  Score: Raw -1778540.236583 + Penalty 4645.269156 = -1773894.967426
  nChanged 296
		SP:Iteration 7Q (2584.030000 sec): 3 clusters
  Score: Raw -1778638.128887 + Penalty 4645.269156 = -1773992.859730
  nChanged 279
		SP:Iteration 8Q (2584.080000 sec): 3 clusters
  Score: Raw -1778731.494006 + Penalty 4645.269156 = -1774086.224850
  nChanged 263
		SP:Iteration 9Q (2584.130000 sec): 3 clusters
  Score: Raw -1778809.216759 + Penalty 4645.269156 = -1774163.947603
  nChanged 224
		SP:Iteration 10Q (2584.170000 sec): 3 clusters
  Score: Raw -1778876.289003 + Penalty 4645.269156 = -1774231.019847
  nChanged 214
		SP:Iteration 11Q (2584.220000 sec): 3 clusters
  Score: Raw -1778935.828280 + Penalty 4645.269156 = -1774290.559124
  nChanged 213
		SP:Iteration 12Q (2584.270000 sec): 3 clusters
  Score: Raw -1779000.266748 + Penalty 4645.269156 = -1774354.997591
  nChanged 184
		SP:Iteration 13Q (2584.320000 sec): 3 clusters
  Score: Raw -1779062.455601 + Penalty 4645.269156 = -1774417.186445
  nChanged 193
		SP:Iteration 14Q (2584.370000 sec): 3 clusters
  Score: Raw -1779121.110861 + Penalty 4645.269156 = -1774475.841705
  nChanged 190
		SP:Iteration 15Q (2584.420000 sec): 3 clusters
  Score: Raw -1779183.820157 + Penalty 4645.269156 = -1774538.551001
  nChanged 187
		SP:Iteration 16Q (2584.460000 sec): 3 clusters
  Score: Raw -1779243.659202 + Penalty 4645.269156 = -1774598.390046
  nChanged 194
		SP:Iteration 17Q (2584.510000 sec): 3 clusters
  Score: Raw -1779299.987032 + Penalty 4645.269156 = -1774654.717875
  nChanged 177
		SP:Iteration 18Q (2584.560000 sec): 3 clusters
  Score: Raw -1779351.173182 + Penalty 4645.269156 = -1774705.904025
  nChanged 170
		SP:Iteration 19Q (2584.600000 sec): 3 clusters
  Score: Raw -1779396.555735 + Penalty 4645.269156 = -1774751.286579
  nChanged 154
		SP:Iteration 20F (2584.650000 sec): 3 clusters
  Score: Raw -1779439.739005 + Penalty 4645.269156 = -1774794.469849
  nChanged 171
		SP:Iteration 21Q (2584.700000 sec): 3 clusters
  Score: Raw -1779488.263458 + Penalty 4645.269156 = -1774842.994301
  nChanged 178
		SP:Iteration 22Q (2584.750000 sec): 3 clusters
  Score: Raw -1779544.037702 + Penalty 4645.269156 = -1774898.768546
  nChanged 185
		SP:Iteration 23Q (2584.800000 sec): 3 clusters
  Score: Raw -1779603.218126 + Penalty 4645.269156 = -1774957.948969
  nChanged 175
		SP:Iteration 24Q (2584.850000 sec): 3 clusters
  Score: Raw -1779656.772029 + Penalty 4645.269156 = -1775011.502873
  nChanged 182
		SP:Iteration 25Q (2584.900000 sec): 3 clusters
  Score: Raw -1779716.925788 + Penalty 4645.269156 = -1775071.656632
  nChanged 179
		SP:Iteration 26Q (2584.940000 sec): 3 clusters
  Score: Raw -1779778.062711 + Penalty 4645.269156 = -1775132.793555
  nChanged 196
		SP:Iteration 27Q (2584.990000 sec): 3 clusters
  Score: Raw -1779848.760501 + Penalty 4645.269156 = -1775203.491345
  nChanged 214
		SP:Iteration 28Q (2585.040000 sec): 3 clusters
  Score: Raw -1779923.438633 + Penalty 4645.269156 = -1775278.169477
  nChanged 209
		SP:Iteration 29Q (2585.080000 sec): 3 clusters
  Score: Raw -1780003.570296 + Penalty 4645.269156 = -1775358.301140
  nChanged 218
		SP:Iteration 30Q (2585.130000 sec): 3 clusters
  Score: Raw -1780092.949074 + Penalty 4645.269156 = -1775447.679918
  nChanged 230
		SP:Iteration 31Q (2585.180000 sec): 3 clusters
  Score: Raw -1780185.520384 + Penalty 4645.269156 = -1775540.251227
  nChanged 242
		SP:Iteration 32Q (2585.220000 sec): 3 clusters
  Score: Raw -1780284.786316 + Penalty 4645.269156 = -1775639.517160
  nChanged 228
		SP:Iteration 33Q (2585.270000 sec): 3 clusters
  Score: Raw -1780386.088089 + Penalty 4645.269156 = -1775740.818933
  nChanged 250
		SP:Iteration 34Q (2585.310000 sec): 3 clusters
  Score: Raw -1780506.282598 + Penalty 4645.269156 = -1775861.013442
  nChanged 230
		SP:Iteration 35Q (2585.360000 sec): 3 clusters
  Score: Raw -1780614.626770 + Penalty 4645.269156 = -1775969.357613
  nChanged 195
		SP:Iteration 36Q (2585.400000 sec): 3 clusters
  Score: Raw -1780709.106674 + Penalty 4645.269156 = -1776063.837518
  nChanged 195
		SP:Iteration 37Q (2585.440000 sec): 3 clusters
  Score: Raw -1780809.892176 + Penalty 4645.269156 = -1776164.623020
  nChanged 202
		SP:Iteration 38Q (2585.490000 sec): 3 clusters
  Score: Raw -1780915.849075 + Penalty 4645.269156 = -1776270.579918
  nChanged 185
		SP:Iteration 39Q (2585.530000 sec): 3 clusters
  Score: Raw -1781012.295535 + Penalty 4645.269156 = -1776367.026378
  nChanged 175
		SP:Iteration 40F (2585.580000 sec): 3 clusters
  Score: Raw -1781104.684136 + Penalty 4645.269156 = -1776459.414980
  nChanged 160
		SP:Iteration 41Q (2585.620000 sec): 3 clusters
  Score: Raw -1781193.020329 + Penalty 4645.269156 = -1776547.751173
  nChanged 139
		SP:Iteration 42Q (2585.660000 sec): 3 clusters
  Score: Raw -1781274.927095 + Penalty 4645.269156 = -1776629.657938
  nChanged 122
		SP:Iteration 43Q (2585.700000 sec): 3 clusters
  Score: Raw -1781344.496866 + Penalty 4645.269156 = -1776699.227710
  nChanged 119
		SP:Iteration 44Q (2585.740000 sec): 3 clusters
  Score: Raw -1781411.962524 + Penalty 4645.269156 = -1776766.693368
  nChanged 93
		SP:Iteration 45Q (2585.770000 sec): 3 clusters
  Score: Raw -1781459.669280 + Penalty 4645.269156 = -1776814.400124
  nChanged 73
		SP:Iteration 46Q (2585.810000 sec): 3 clusters
  Score: Raw -1781501.969555 + Penalty 4645.269156 = -1776856.700399
  nChanged 52
		SP:Iteration 47Q (2585.850000 sec): 3 clusters
  Score: Raw -1781528.128938 + Penalty 4645.269156 = -1776882.859781
  nChanged 43
		SP:Iteration 48Q (2585.890000 sec): 3 clusters
  Score: Raw -1781549.467551 + Penalty 4645.269156 = -1776904.198395
  nChanged 47
		SP:Iteration 49Q (2585.920000 sec): 3 clusters
  Score: Raw -1781580.865960 + Penalty 4645.269156 = -1776935.596803
  nChanged 43
		SP:Iteration 50Q (2585.960000 sec): 3 clusters
  Score: Raw -1781608.331466 + Penalty 4645.269156 = -1776963.062309
  nChanged 39
		SP:Iteration 51Q (2586.000000 sec): 3 clusters
  Score: Raw -1781634.295420 + Penalty 4645.269156 = -1776989.026263
  nChanged 31
		SP:Iteration 52Q (2586.040000 sec): 3 clusters
  Score: Raw -1781651.498544 + Penalty 4645.269156 = -1777006.229387
  nChanged 25
		SP:Iteration 53Q (2586.070000 sec): 3 clusters
  Score: Raw -1781665.480699 + Penalty 4645.269156 = -1777020.211543
  nChanged 19
		SP:Iteration 54Q (2586.110000 sec): 3 clusters
  Score: Raw -1781677.824319 + Penalty 4645.269156 = -1777032.555162
  nChanged 17
		SP:Iteration 55Q (2586.140000 sec): 3 clusters
  Score: Raw -1781688.067395 + Penalty 4645.269156 = -1777042.798239
  nChanged 13
		SP:Iteration 56Q (2586.180000 sec): 3 clusters
  Score: Raw -1781698.660094 + Penalty 4645.269156 = -1777053.390938
  nChanged 20
		SP:Iteration 57Q (2586.220000 sec): 3 clusters
  Score: Raw -1781711.216285 + Penalty 4645.269156 = -1777065.947128
  nChanged 19
		SP:Iteration 58Q (2586.250000 sec): 3 clusters
  Score: Raw -1781723.067590 + Penalty 4645.269156 = -1777077.798434
  nChanged 13
		SP:Iteration 59Q (2586.290000 sec): 3 clusters
  Score: Raw -1781731.281036 + Penalty 4645.269156 = -1777086.011880
  nChanged 6
		SP:Iteration 60F (2586.340000 sec): 3 clusters
  Score: Raw -1781733.081372 + Penalty 4645.269156 = -1777087.812216
  nChanged 2
		SP:Iteration 61Q (2586.370000 sec): 3 clusters
  Score: Raw -1781734.328274 + Penalty 4645.269156 = -1777089.059118
  nChanged 2
		SP:Iteration 62Q (2586.410000 sec): 3 clusters
  Score: Raw -1781735.505161 + Penalty 4645.269156 = -1777090.236004
  nChanged 2
		SP:Iteration 63Q (2586.440000 sec): 3 clusters
  Score: Raw -1781736.286358 + Penalty 4645.269156 = -1777091.017202
  nChanged 1
		SP:Iteration 64Q (2586.480000 sec): 3 clusters
  Score: Raw -1781736.571784 + Penalty 4645.269156 = -1777091.302628
  nChanged 0
		SP:Iteration 65F (2586.530000 sec): 3 clusters
  Score: Raw -1781736.571784 + Penalty 4645.269156 = -1777091.302628
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (3734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2586.540000 sec): 2 clusters
  Score: Raw -534219.205866 + Penalty 2039.858360 = -532179.347506
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2586.560000 sec): 3 clusters
  Score: Raw -532528.908765 + Penalty 4079.716721 = -528449.192045
  nChanged 1357
		SP:Iteration 1F (2586.580000 sec): 3 clusters
  Score: Raw -533325.425661 + Penalty 4079.716721 = -529245.708941
  nChanged 265
		SP:Iteration 2F (2586.590000 sec): 3 clusters
  Score: Raw -533499.489188 + Penalty 4079.716721 = -529419.772468
  nChanged 186
		SP:Iteration 3Q (2586.600000 sec): 3 clusters
  Score: Raw -533622.257647 + Penalty 4079.716721 = -529542.540926
  nChanged 130
		SP:Iteration 4Q (2586.620000 sec): 3 clusters
  Score: Raw -533699.428897 + Penalty 4079.716721 = -529619.712177
  nChanged 111
		SP:Iteration 5Q (2586.640000 sec): 3 clusters
  Score: Raw -533761.527350 + Penalty 4079.716721 = -529681.810629
  nChanged 91
		SP:Iteration 6Q (2586.650000 sec): 3 clusters
  Score: Raw -533818.772859 + Penalty 4079.716721 = -529739.056138
  nChanged 92
		SP:Iteration 7Q (2586.660000 sec): 3 clusters
  Score: Raw -533863.693825 + Penalty 4079.716721 = -529783.977105
  nChanged 83
		SP:Iteration 8Q (2586.680000 sec): 3 clusters
  Score: Raw -533908.791690 + Penalty 4079.716721 = -529829.074969
  nChanged 66
		SP:Iteration 9Q (2586.690000 sec): 3 clusters
  Score: Raw -533948.360699 + Penalty 4079.716721 = -529868.643978
  nChanged 63
		SP:Iteration 10Q (2586.710000 sec): 3 clusters
  Score: Raw -533987.591987 + Penalty 4079.716721 = -529907.875266
  nChanged 59
		SP:Iteration 11Q (2586.720000 sec): 3 clusters
  Score: Raw -534018.666221 + Penalty 4079.716721 = -529938.949500
  nChanged 59
		SP:Iteration 12Q (2586.740000 sec): 3 clusters
  Score: Raw -534048.880119 + Penalty 4079.716721 = -529969.163398
  nChanged 58
		SP:Iteration 13Q (2586.750000 sec): 3 clusters
  Score: Raw -534078.766707 + Penalty 4079.716721 = -529999.049987
  nChanged 53
		SP:Iteration 14Q (2586.770000 sec): 3 clusters
  Score: Raw -534107.463079 + Penalty 4079.716721 = -530027.746358
  nChanged 42
		SP:Iteration 15Q (2586.780000 sec): 3 clusters
  Score: Raw -534129.393365 + Penalty 4079.716721 = -530049.676644
  nChanged 39
		SP:Iteration 16Q (2586.800000 sec): 3 clusters
  Score: Raw -534147.328274 + Penalty 4079.716721 = -530067.611553
  nChanged 33
		SP:Iteration 17Q (2586.810000 sec): 3 clusters
  Score: Raw -534162.125428 + Penalty 4079.716721 = -530082.408707
  nChanged 29
		SP:Iteration 18Q (2586.830000 sec): 3 clusters
  Score: Raw -534177.173090 + Penalty 4079.716721 = -530097.456369
  nChanged 31
		SP:Iteration 19Q (2586.840000 sec): 3 clusters
  Score: Raw -534194.280297 + Penalty 4079.716721 = -530114.563576
  nChanged 33
		SP:Iteration 20F (2586.860000 sec): 3 clusters
  Score: Raw -534212.056553 + Penalty 4079.716721 = -530132.339832
  nChanged 31
		SP:Iteration 21Q (2586.870000 sec): 3 clusters
  Score: Raw -534228.954848 + Penalty 4079.716721 = -530149.238127
  nChanged 32
		SP:Iteration 22Q (2586.880000 sec): 3 clusters
  Score: Raw -534246.179300 + Penalty 4079.716721 = -530166.462579
  nChanged 27
		SP:Iteration 23Q (2586.900000 sec): 3 clusters
  Score: Raw -534259.368418 + Penalty 4079.716721 = -530179.651697
  nChanged 23
		SP:Iteration 24Q (2586.920000 sec): 3 clusters
  Score: Raw -534270.288234 + Penalty 4079.716721 = -530190.571514
  nChanged 29
		SP:Iteration 25Q (2586.930000 sec): 3 clusters
  Score: Raw -534282.972130 + Penalty 4079.716721 = -530203.255409
  nChanged 15
		SP:Iteration 26Q (2586.940000 sec): 3 clusters
  Score: Raw -534287.987800 + Penalty 4079.716721 = -530208.271080
  nChanged 10
		SP:Iteration 27Q (2586.960000 sec): 3 clusters
  Score: Raw -534291.773468 + Penalty 4079.716721 = -530212.056748
  nChanged 6
		SP:Iteration 28Q (2586.970000 sec): 3 clusters
  Score: Raw -534294.129895 + Penalty 4079.716721 = -530214.413174
  nChanged 6
		SP:Iteration 29Q (2586.990000 sec): 3 clusters
  Score: Raw -534297.174675 + Penalty 4079.716721 = -530217.457954
  nChanged 7
		SP:Iteration 30Q (2587.000000 sec): 3 clusters
  Score: Raw -534299.970759 + Penalty 4079.716721 = -530220.254039
  nChanged 1
		SP:Iteration 31Q (2587.020000 sec): 3 clusters
  Score: Raw -534300.417937 + Penalty 4079.716721 = -530220.701217
  nChanged 2
		SP:Iteration 32Q (2587.030000 sec): 3 clusters
  Score: Raw -534302.694058 + Penalty 4079.716721 = -530222.977337
  nChanged 5
		SP:Iteration 33Q (2587.040000 sec): 3 clusters
  Score: Raw -534304.489011 + Penalty 4079.716721 = -530224.772291
  nChanged 4
		SP:Iteration 34Q (2587.060000 sec): 3 clusters
  Score: Raw -534306.025158 + Penalty 4079.716721 = -530226.308437
  nChanged 3
		SP:Iteration 35Q (2587.070000 sec): 3 clusters
  Score: Raw -534307.294606 + Penalty 4079.716721 = -530227.577885
  nChanged 3
		SP:Iteration 36Q (2587.090000 sec): 3 clusters
  Score: Raw -534309.117890 + Penalty 4079.716721 = -530229.401170
  nChanged 2
		SP:Iteration 37Q (2587.100000 sec): 3 clusters
  Score: Raw -534310.321192 + Penalty 4079.716721 = -530230.604471
  nChanged 3
		SP:Iteration 38Q (2587.120000 sec): 3 clusters
  Score: Raw -534311.159284 + Penalty 4079.716721 = -530231.442563
  nChanged 3
		SP:Iteration 39Q (2587.130000 sec): 3 clusters
  Score: Raw -534312.704750 + Penalty 4079.716721 = -530232.988029
  nChanged 6
		SP:Iteration 40F (2587.140000 sec): 3 clusters
  Score: Raw -534315.215147 + Penalty 4079.716721 = -530235.498427
  nChanged 8
		SP:Iteration 41Q (2587.160000 sec): 3 clusters
  Score: Raw -534317.924624 + Penalty 4079.716721 = -530238.207903
  nChanged 7
		SP:Iteration 42Q (2587.170000 sec): 3 clusters
  Score: Raw -534320.483637 + Penalty 4079.716721 = -530240.766916
  nChanged 5
		SP:Iteration 43Q (2587.190000 sec): 3 clusters
  Score: Raw -534322.828859 + Penalty 4079.716721 = -530243.112138
  nChanged 9
		SP:Iteration 44Q (2587.200000 sec): 3 clusters
  Score: Raw -534326.233686 + Penalty 4079.716721 = -530246.516965
  nChanged 6
		SP:Iteration 45Q (2587.220000 sec): 3 clusters
  Score: Raw -534328.386339 + Penalty 4079.716721 = -530248.669618
  nChanged 7
		SP:Iteration 46Q (2587.230000 sec): 3 clusters
  Score: Raw -534332.418542 + Penalty 4079.716721 = -530252.701821
  nChanged 8
		SP:Iteration 47Q (2587.240000 sec): 3 clusters
  Score: Raw -534337.871391 + Penalty 4079.716721 = -530258.154671
  nChanged 6
		SP:Iteration 48Q (2587.260000 sec): 3 clusters
  Score: Raw -534341.318139 + Penalty 4079.716721 = -530261.601418
  nChanged 6
		SP:Iteration 49Q (2587.280000 sec): 3 clusters
  Score: Raw -534343.525131 + Penalty 4079.716721 = -530263.808410
  nChanged 5
		SP:Iteration 50Q (2587.290000 sec): 3 clusters
  Score: Raw -534347.409129 + Penalty 4079.716721 = -530267.692408
  nChanged 9
		SP:Iteration 51Q (2587.300000 sec): 3 clusters
  Score: Raw -534353.886708 + Penalty 4079.716721 = -530274.169987
  nChanged 12
		SP:Iteration 52Q (2587.320000 sec): 3 clusters
  Score: Raw -534359.863642 + Penalty 4079.716721 = -530280.146921
  nChanged 8
		SP:Iteration 53Q (2587.330000 sec): 3 clusters
  Score: Raw -534363.224023 + Penalty 4079.716721 = -530283.507302
  nChanged 4
		SP:Iteration 54Q (2587.340000 sec): 3 clusters
  Score: Raw -534365.378125 + Penalty 4079.716721 = -530285.661405
  nChanged 10
		SP:Iteration 55Q (2587.360000 sec): 3 clusters
  Score: Raw -534370.316211 + Penalty 4079.716721 = -530290.599490
  nChanged 8
		SP:Iteration 56Q (2587.380000 sec): 3 clusters
  Score: Raw -534375.942753 + Penalty 4079.716721 = -530296.226032
  nChanged 12
		SP:Iteration 57Q (2587.390000 sec): 3 clusters
  Score: Raw -534381.787161 + Penalty 4079.716721 = -530302.070441
  nChanged 4
		SP:Iteration 58Q (2587.400000 sec): 3 clusters
  Score: Raw -534383.775436 + Penalty 4079.716721 = -530304.058715
  nChanged 9
		SP:Iteration 59Q (2587.420000 sec): 3 clusters
  Score: Raw -534387.978294 + Penalty 4079.716721 = -530308.261574
  nChanged 10
		SP:Iteration 60F (2587.430000 sec): 3 clusters
  Score: Raw -534392.708510 + Penalty 4079.716721 = -530312.991789
  nChanged 7
		SP:Iteration 61Q (2587.440000 sec): 3 clusters
  Score: Raw -534396.150497 + Penalty 4079.716721 = -530316.433776
  nChanged 3
		SP:Iteration 62Q (2587.460000 sec): 3 clusters
  Score: Raw -534397.297123 + Penalty 4079.716721 = -530317.580402
  nChanged 3
		SP:Iteration 63Q (2587.480000 sec): 3 clusters
  Score: Raw -534399.100153 + Penalty 4079.716721 = -530319.383432
  nChanged 3
		SP:Iteration 64Q (2587.490000 sec): 3 clusters
  Score: Raw -534400.447326 + Penalty 4079.716721 = -530320.730605
  nChanged 3
		SP:Iteration 65Q (2587.500000 sec): 3 clusters
  Score: Raw -534401.614353 + Penalty 4079.716721 = -530321.897632
  nChanged 4
		SP:Iteration 66Q (2587.520000 sec): 3 clusters
  Score: Raw -534403.497276 + Penalty 4079.716721 = -530323.780556
  nChanged 6
		SP:Iteration 67Q (2587.530000 sec): 3 clusters
  Score: Raw -534405.807426 + Penalty 4079.716721 = -530326.090705
  nChanged 2
		SP:Iteration 68Q (2587.540000 sec): 3 clusters
  Score: Raw -534406.556619 + Penalty 4079.716721 = -530326.839898
  nChanged 4
		SP:Iteration 69Q (2587.560000 sec): 3 clusters
  Score: Raw -534408.254757 + Penalty 4079.716721 = -530328.538036
  nChanged 6
		SP:Iteration 70Q (2587.570000 sec): 3 clusters
  Score: Raw -534412.730879 + Penalty 4079.716721 = -530333.014159
  nChanged 9
		SP:Iteration 71Q (2587.590000 sec): 3 clusters
  Score: Raw -534419.390871 + Penalty 4079.716721 = -530339.674150
  nChanged 12
		SP:Iteration 72Q (2587.600000 sec): 3 clusters
  Score: Raw -534426.615784 + Penalty 4079.716721 = -530346.899063
  nChanged 7
		SP:Iteration 73Q (2587.620000 sec): 3 clusters
  Score: Raw -534431.071128 + Penalty 4079.716721 = -530351.354408
  nChanged 6
		SP:Iteration 74Q (2587.630000 sec): 3 clusters
  Score: Raw -534434.036000 + Penalty 4079.716721 = -530354.319279
  nChanged 5
		SP:Iteration 75Q (2587.640000 sec): 3 clusters
  Score: Raw -534436.243625 + Penalty 4079.716721 = -530356.526905
  nChanged 2
		SP:Iteration 76Q (2587.660000 sec): 3 clusters
  Score: Raw -534437.639453 + Penalty 4079.716721 = -530357.922732
  nChanged 1
		SP:Iteration 77Q (2587.670000 sec): 3 clusters
  Score: Raw -534437.825513 + Penalty 4079.716721 = -530358.108792
  nChanged 1
		SP:Iteration 78Q (2587.680000 sec): 3 clusters
  Score: Raw -534438.416040 + Penalty 4079.716721 = -530358.699319
  nChanged 2
		SP:Iteration 79Q (2587.700000 sec): 3 clusters
  Score: Raw -534438.940645 + Penalty 4079.716721 = -530359.223924
  nChanged 1
		SP:Iteration 80F (2587.720000 sec): 3 clusters
  Score: Raw -534439.733477 + Penalty 4079.716721 = -530360.016756
  nChanged 1
		SP:Iteration 81Q (2587.730000 sec): 3 clusters
  Score: Raw -534440.202010 + Penalty 4079.716721 = -530360.485289
  nChanged 0
		SP:Iteration 82F (2587.740000 sec): 3 clusters
  Score: Raw -534440.202010 + Penalty 4079.716721 = -530360.485289
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2587.750000 sec): 2 clusters
  Score: Raw -27600.991144 + Penalty 1356.078915 = -26244.912229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2587.750000 sec): 3 clusters
  Score: Raw -27824.338355 + Penalty 2712.157830 = -25112.180525
  nChanged 27
		SP:Iteration 1F (2587.750000 sec): 3 clusters
  Score: Raw -27943.352975 + Penalty 2712.157830 = -25231.195145
  nChanged 6
		SP:Iteration 2Q (2587.750000 sec): 3 clusters
  Score: Raw -27967.105198 + Penalty 2712.157830 = -25254.947368
  nChanged 1
		SP:Iteration 3Q (2587.750000 sec): 3 clusters
  Score: Raw -27975.281818 + Penalty 2712.157830 = -25263.123988
  nChanged 1
		SP:Iteration 4Q (2587.750000 sec): 3 clusters
  Score: Raw -27980.984490 + Penalty 2712.157830 = -25268.826660
  nChanged 0
		SP:Iteration 5F (2587.750000 sec): 3 clusters
  Score: Raw -27980.984490 + Penalty 2712.157830 = -25268.826660
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (30947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2587.860000 sec): 2 clusters
  Score: Raw -4517668.183898 + Penalty 2564.327773 = -4515103.856125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2587.990000 sec): 3 clusters
  Score: Raw -4499006.939135 + Penalty 5128.655546 = -4493878.283588
  nChanged 13954
		SP:Iteration 1F (2588.120000 sec): 3 clusters
  Score: Raw -4506689.952445 + Penalty 5128.655546 = -4501561.296899
  nChanged 1398
		SP:Iteration 2Q (2588.240000 sec): 3 clusters
  Score: Raw -4507124.351432 + Penalty 5128.655546 = -4501995.695886
  nChanged 1263
		SP:Iteration 3Q (2588.380000 sec): 3 clusters
  Score: Raw -4507530.036857 + Penalty 5128.655546 = -4502401.381310
  nChanged 1194
		SP:Iteration 4Q (2588.500000 sec): 3 clusters
  Score: Raw -4507955.729463 + Penalty 5128.655546 = -4502827.073917
  nChanged 1331
		SP:Iteration 5Q (2588.630000 sec): 3 clusters
  Score: Raw -4508518.502269 + Penalty 5128.655546 = -4503389.846723
  nChanged 1544
		SP:Iteration 6Q (2588.760000 sec): 3 clusters
  Score: Raw -4509303.948625 + Penalty 5128.655546 = -4504175.293079
  nChanged 1721
		SP:Iteration 7F (2588.880000 sec): 3 clusters
  Score: Raw -4510349.480695 + Penalty 5128.655546 = -4505220.825149
  nChanged 1946
		SP:Iteration 8F (2589.010000 sec): 3 clusters
  Score: Raw -4511684.214922 + Penalty 5128.655546 = -4506555.559376
  nChanged 2066
		SP:Iteration 9F (2589.130000 sec): 3 clusters
  Score: Raw -4513203.378447 + Penalty 5128.655546 = -4508074.722901
  nChanged 1890
		SP:Iteration 10F (2589.260000 sec): 3 clusters
  Score: Raw -4514532.779068 + Penalty 5128.655546 = -4509404.123522
  nChanged 1509
		SP:Iteration 11Q (2589.380000 sec): 3 clusters
  Score: Raw -4515537.083426 + Penalty 5128.655546 = -4510408.427880
  nChanged 1079
		SP:Iteration 12Q (2589.510000 sec): 3 clusters
  Score: Raw -4516339.528858 + Penalty 5128.655546 = -4511210.873312
  nChanged 839
		SP:Iteration 13Q (2589.630000 sec): 3 clusters
  Score: Raw -4517160.903842 + Penalty 5128.655546 = -4512032.248296
  nChanged 577
		SP:Iteration 14Q (2589.740000 sec): 3 clusters
  Score: Raw -4517942.503849 + Penalty 5128.655546 = -4512813.848303
  nChanged 379
		SP:Iteration 15Q (2589.860000 sec): 3 clusters
  Score: Raw -4518321.535291 + Penalty 5128.655546 = -4513192.879744
  nChanged 272
		SP:Iteration 16Q (2589.960000 sec): 3 clusters
  Score: Raw -4518493.501434 + Penalty 5128.655546 = -4513364.845888
  nChanged 178
		SP:Iteration 17Q (2590.060000 sec): 3 clusters
  Score: Raw -4518575.365912 + Penalty 5128.655546 = -4513446.710366
  nChanged 147
		SP:Iteration 18Q (2590.160000 sec): 3 clusters
  Score: Raw -4518626.596957 + Penalty 5128.655546 = -4513497.941411
  nChanged 121
		SP:Iteration 19Q (2590.260000 sec): 3 clusters
  Score: Raw -4518667.090529 + Penalty 5128.655546 = -4513538.434983
  nChanged 91
		SP:Iteration 20F (2590.380000 sec): 3 clusters
  Score: Raw -4518691.960242 + Penalty 5128.655546 = -4513563.304696
  nChanged 71
		SP:Iteration 21Q (2590.480000 sec): 3 clusters
  Score: Raw -4518711.257325 + Penalty 5128.655546 = -4513582.601779
  nChanged 60
		SP:Iteration 22Q (2590.580000 sec): 3 clusters
  Score: Raw -4518725.419849 + Penalty 5128.655546 = -4513596.764303
  nChanged 44
		SP:Iteration 23Q (2590.680000 sec): 3 clusters
  Score: Raw -4518735.583917 + Penalty 5128.655546 = -4513606.928371
  nChanged 33
		SP:Iteration 24Q (2590.770000 sec): 3 clusters
  Score: Raw -4518743.644739 + Penalty 5128.655546 = -4513614.989193
  nChanged 40
		SP:Iteration 25Q (2590.870000 sec): 3 clusters
  Score: Raw -4518752.779881 + Penalty 5128.655546 = -4513624.124335
  nChanged 31
		SP:Iteration 26Q (2590.970000 sec): 3 clusters
  Score: Raw -4518758.915120 + Penalty 5128.655546 = -4513630.259574
  nChanged 23
		SP:Iteration 27Q (2591.060000 sec): 3 clusters
  Score: Raw -4518763.790522 + Penalty 5128.655546 = -4513635.134976
  nChanged 25
		SP:Iteration 28Q (2591.160000 sec): 3 clusters
  Score: Raw -4518768.546443 + Penalty 5128.655546 = -4513639.890897
  nChanged 19
		SP:Iteration 29Q (2591.260000 sec): 3 clusters
  Score: Raw -4518772.325802 + Penalty 5128.655546 = -4513643.670256
  nChanged 21
		SP:Iteration 30Q (2591.360000 sec): 3 clusters
  Score: Raw -4518776.125490 + Penalty 5128.655546 = -4513647.469944
  nChanged 25
		SP:Iteration 31Q (2591.450000 sec): 3 clusters
  Score: Raw -4518780.441475 + Penalty 5128.655546 = -4513651.785929
  nChanged 18
		SP:Iteration 32Q (2591.550000 sec): 3 clusters
  Score: Raw -4518783.633355 + Penalty 5128.655546 = -4513654.977809
  nChanged 17
		SP:Iteration 33Q (2591.650000 sec): 3 clusters
  Score: Raw -4518786.614349 + Penalty 5128.655546 = -4513657.958803
  nChanged 15
		SP:Iteration 34Q (2591.740000 sec): 3 clusters
  Score: Raw -4518789.312138 + Penalty 5128.655546 = -4513660.656591
  nChanged 11
		SP:Iteration 35Q (2591.840000 sec): 3 clusters
  Score: Raw -4518791.450352 + Penalty 5128.655546 = -4513662.794806
  nChanged 9
		SP:Iteration 36Q (2591.940000 sec): 3 clusters
  Score: Raw -4518792.944918 + Penalty 5128.655546 = -4513664.289372
  nChanged 8
		SP:Iteration 37Q (2592.040000 sec): 3 clusters
  Score: Raw -4518794.079384 + Penalty 5128.655546 = -4513665.423838
  nChanged 6
		SP:Iteration 38Q (2592.140000 sec): 3 clusters
  Score: Raw -4518794.716049 + Penalty 5128.655546 = -4513666.060503
  nChanged 3
		SP:Iteration 39Q (2592.240000 sec): 3 clusters
  Score: Raw -4518795.111150 + Penalty 5128.655546 = -4513666.455604
  nChanged 1
		SP:Iteration 40F (2592.360000 sec): 3 clusters
  Score: Raw -4518795.384372 + Penalty 5128.655546 = -4513666.728826
  nChanged 4
		SP:Iteration 41Q (2592.450000 sec): 3 clusters
  Score: Raw -4518796.052710 + Penalty 5128.655546 = -4513667.397164
  nChanged 3
		SP:Iteration 42Q (2592.550000 sec): 3 clusters
  Score: Raw -4518796.313979 + Penalty 5128.655546 = -4513667.658433
  nChanged 0
		SP:Iteration 43F (2592.670000 sec): 3 clusters
  Score: Raw -4518796.313979 + Penalty 5128.655546 = -4513667.658433
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2592.680000 sec): 2 clusters
  Score: Raw -59143.222450 + Penalty 1506.115044 = -57637.107406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2592.690000 sec): 3 clusters
  Score: Raw -59318.546301 + Penalty 3012.230089 = -56306.316212
  nChanged 82
		SP:Iteration 1F (2592.690000 sec): 3 clusters
  Score: Raw -59584.283669 + Penalty 3012.230089 = -56572.053580
  nChanged 24
		SP:Iteration 2F (2592.690000 sec): 3 clusters
  Score: Raw -59732.119648 + Penalty 3012.230089 = -56719.889559
  nChanged 16
		SP:Iteration 3Q (2592.690000 sec): 3 clusters
  Score: Raw -59796.257864 + Penalty 3012.230089 = -56784.027775
  nChanged 16
		SP:Iteration 4Q (2592.700000 sec): 3 clusters
  Score: Raw -59884.090021 + Penalty 3012.230089 = -56871.859932
  nChanged 20
		SP:Iteration 5Q (2592.700000 sec): 3 clusters
  Score: Raw -59964.460658 + Penalty 3012.230089 = -56952.230570
  nChanged 22
		SP:Iteration 6F (2592.700000 sec): 3 clusters
  Score: Raw -60060.617632 + Penalty 3012.230089 = -57048.387543
  nChanged 26
		SP:Iteration 7F (2592.700000 sec): 3 clusters
  Score: Raw -60214.100254 + Penalty 3012.230089 = -57201.870165
  nChanged 20
		SP:Iteration 8Q (2592.700000 sec): 3 clusters
  Score: Raw -60382.474140 + Penalty 3012.230089 = -57370.244051
  nChanged 12
		SP:Iteration 9Q (2592.700000 sec): 3 clusters
  Score: Raw -60536.057515 + Penalty 3012.230089 = -57523.827426
  nChanged 9
		SP:Iteration 10Q (2592.700000 sec): 3 clusters
  Score: Raw -60680.429021 + Penalty 3012.230089 = -57668.198932
  nChanged 3
		SP:Iteration 11Q (2592.700000 sec): 3 clusters
  Score: Raw -60704.919435 + Penalty 3012.230089 = -57692.689346
  nChanged 2
		SP:Iteration 12Q (2592.710000 sec): 3 clusters
  Score: Raw -60728.772302 + Penalty 3012.230089 = -57716.542213
  nChanged 1
		SP:Iteration 13Q (2592.710000 sec): 3 clusters
  Score: Raw -60732.794064 + Penalty 3012.230089 = -57720.563975
  nChanged 0
		SP:Iteration 14F (2592.710000 sec): 3 clusters
  Score: Raw -60732.794064 + Penalty 3012.230089 = -57720.563975
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 9.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1777 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2592.720000 sec): 2 clusters
  Score: Raw -255255.039351 + Penalty 1855.705093 = -253399.334258
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2592.730000 sec): 3 clusters
  Score: Raw -254633.096128 + Penalty 3711.410187 = -250921.685941
  nChanged 540
		SP:Iteration 1F (2592.740000 sec): 3 clusters
  Score: Raw -255066.428197 + Penalty 3711.410187 = -251355.018010
  nChanged 149
		SP:Iteration 2F (2592.740000 sec): 3 clusters
  Score: Raw -255188.727640 + Penalty 3711.410187 = -251477.317453
  nChanged 72
		SP:Iteration 3Q (2592.750000 sec): 3 clusters
  Score: Raw -255252.145274 + Penalty 3711.410187 = -251540.735087
  nChanged 49
		SP:Iteration 4Q (2592.760000 sec): 3 clusters
  Score: Raw -255292.606087 + Penalty 3711.410187 = -251581.195901
  nChanged 30
		SP:Iteration 5Q (2592.760000 sec): 3 clusters
  Score: Raw -255317.250600 + Penalty 3711.410187 = -251605.840413
  nChanged 21
		SP:Iteration 6Q (2592.770000 sec): 3 clusters
  Score: Raw -255337.387504 + Penalty 3711.410187 = -251625.977318
  nChanged 21
		SP:Iteration 7Q (2592.780000 sec): 3 clusters
  Score: Raw -255354.792647 + Penalty 3711.410187 = -251643.382461
  nChanged 14
		SP:Iteration 8Q (2592.780000 sec): 3 clusters
  Score: Raw -255365.624367 + Penalty 3711.410187 = -251654.214180
  nChanged 11
		SP:Iteration 9Q (2592.790000 sec): 3 clusters
  Score: Raw -255372.633506 + Penalty 3711.410187 = -251661.223319
  nChanged 10
		SP:Iteration 10Q (2592.800000 sec): 3 clusters
  Score: Raw -255378.254752 + Penalty 3711.410187 = -251666.844565
  nChanged 8
		SP:Iteration 11Q (2592.800000 sec): 3 clusters
  Score: Raw -255384.325530 + Penalty 3711.410187 = -251672.915343
  nChanged 3
		SP:Iteration 12Q (2592.810000 sec): 3 clusters
  Score: Raw -255385.976941 + Penalty 3711.410187 = -251674.566754
  nChanged 5
		SP:Iteration 13Q (2592.820000 sec): 3 clusters
  Score: Raw -255389.156257 + Penalty 3711.410187 = -251677.746070
  nChanged 5
		SP:Iteration 14Q (2592.820000 sec): 3 clusters
  Score: Raw -255393.142600 + Penalty 3711.410187 = -251681.732413
  nChanged 4
		SP:Iteration 15Q (2592.830000 sec): 3 clusters
  Score: Raw -255395.134477 + Penalty 3711.410187 = -251683.724290
  nChanged 7
		SP:Iteration 16Q (2592.840000 sec): 3 clusters
  Score: Raw -255400.596765 + Penalty 3711.410187 = -251689.186578
  nChanged 7
		SP:Iteration 17Q (2592.840000 sec): 3 clusters
  Score: Raw -255406.906063 + Penalty 3711.410187 = -251695.495877
  nChanged 8
		SP:Iteration 18Q (2592.850000 sec): 3 clusters
  Score: Raw -255411.207888 + Penalty 3711.410187 = -251699.797701
  nChanged 10
		SP:Iteration 19Q (2592.860000 sec): 3 clusters
  Score: Raw -255417.113600 + Penalty 3711.410187 = -251705.703413
  nChanged 8
		SP:Iteration 20F (2592.860000 sec): 3 clusters
  Score: Raw -255421.176025 + Penalty 3711.410187 = -251709.765838
  nChanged 4
		SP:Iteration 21Q (2592.870000 sec): 3 clusters
  Score: Raw -255423.114593 + Penalty 3711.410187 = -251711.704406
  nChanged 3
		SP:Iteration 22Q (2592.880000 sec): 3 clusters
  Score: Raw -255423.967729 + Penalty 3711.410187 = -251712.557542
  nChanged 2
		SP:Iteration 23Q (2592.890000 sec): 3 clusters
  Score: Raw -255424.474997 + Penalty 3711.410187 = -251713.064810
  nChanged 1
		SP:Iteration 24Q (2592.890000 sec): 3 clusters
  Score: Raw -255425.114405 + Penalty 3711.410187 = -251713.704218
  nChanged 6
		SP:Iteration 25Q (2592.900000 sec): 3 clusters
  Score: Raw -255428.053682 + Penalty 3711.410187 = -251716.643495
  nChanged 4
		SP:Iteration 26Q (2592.910000 sec): 3 clusters
  Score: Raw -255429.941024 + Penalty 3711.410187 = -251718.530837
  nChanged 5
		SP:Iteration 27Q (2592.910000 sec): 3 clusters
  Score: Raw -255434.072584 + Penalty 3711.410187 = -251722.662397
  nChanged 6
		SP:Iteration 28Q (2592.920000 sec): 3 clusters
  Score: Raw -255436.799340 + Penalty 3711.410187 = -251725.389153
  nChanged 4
		SP:Iteration 29Q (2592.930000 sec): 3 clusters
  Score: Raw -255438.582118 + Penalty 3711.410187 = -251727.171931
  nChanged 1
		SP:Iteration 30Q (2592.940000 sec): 3 clusters
  Score: Raw -255438.669070 + Penalty 3711.410187 = -251727.258883
  nChanged 0
		SP:Iteration 31F (2592.940000 sec): 3 clusters
  Score: Raw -255438.669070 + Penalty 3711.410187 = -251727.258883
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2592.940000 sec): 2 clusters
  Score: Raw -14092.726968 + Penalty 1232.513698 = -12860.213270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2592.940000 sec): 3 clusters
  Score: Raw -14517.906649 + Penalty 2465.027397 = -12052.879252
  nChanged 17
		SP:Iteration 1F (2592.940000 sec): 3 clusters
  Score: Raw -14644.711528 + Penalty 2465.027397 = -12179.684131
  nChanged 2
		SP:Iteration 2Q (2592.950000 sec): 3 clusters
  Score: Raw -14671.044637 + Penalty 2465.027397 = -12206.017241
  nChanged 0
		SP:Iteration 3F (2592.950000 sec): 3 clusters
  Score: Raw -14671.044637 + Penalty 2465.027397 = -12206.017241
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (978 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2592.950000 sec): 2 clusters
  Score: Raw -129694.040555 + Penalty 1707.606398 = -127986.434157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2592.960000 sec): 3 clusters
  Score: Raw -129533.672157 + Penalty 3415.212796 = -126118.459361
  nChanged 247
		SP:Iteration 1F (2592.960000 sec): 3 clusters
  Score: Raw -129986.370688 + Penalty 3415.212796 = -126571.157892
  nChanged 84
		SP:Iteration 2F (2592.960000 sec): 3 clusters
  Score: Raw -130193.309765 + Penalty 3415.212796 = -126778.096969
  nChanged 70
		SP:Iteration 3F (2592.970000 sec): 3 clusters
  Score: Raw -130431.102677 + Penalty 3415.212796 = -127015.889881
  nChanged 60
		SP:Iteration 4F (2592.970000 sec): 3 clusters
  Score: Raw -130675.446109 + Penalty 3415.212796 = -127260.233313
  nChanged 51
		SP:Iteration 5F (2592.980000 sec): 3 clusters
  Score: Raw -130928.532295 + Penalty 3415.212796 = -127513.319498
  nChanged 57
		SP:Iteration 6F (2592.980000 sec): 3 clusters
  Score: Raw -131177.658612 + Penalty 3415.212796 = -127762.445816
  nChanged 39
		SP:Iteration 7Q (2592.980000 sec): 3 clusters
  Score: Raw -131323.322175 + Penalty 3415.212796 = -127908.109379
  nChanged 37
		SP:Iteration 8Q (2592.980000 sec): 3 clusters
  Score: Raw -131414.262255 + Penalty 3415.212796 = -127999.049459
  nChanged 24
		SP:Iteration 9Q (2592.990000 sec): 3 clusters
  Score: Raw -131484.399777 + Penalty 3415.212796 = -128069.186980
  nChanged 17
		SP:Iteration 10Q (2592.990000 sec): 3 clusters
  Score: Raw -131531.394663 + Penalty 3415.212796 = -128116.181866
  nChanged 9
		SP:Iteration 11Q (2593.000000 sec): 3 clusters
  Score: Raw -131555.457006 + Penalty 3415.212796 = -128140.244210
  nChanged 5
		SP:Iteration 12Q (2593.000000 sec): 3 clusters
  Score: Raw -131573.273405 + Penalty 3415.212796 = -128158.060609
  nChanged 4
		SP:Iteration 13Q (2593.000000 sec): 3 clusters
  Score: Raw -131583.874741 + Penalty 3415.212796 = -128168.661944
  nChanged 4
		SP:Iteration 14Q (2593.000000 sec): 3 clusters
  Score: Raw -131595.306475 + Penalty 3415.212796 = -128180.093678
  nChanged 2
		SP:Iteration 15Q (2593.010000 sec): 3 clusters
  Score: Raw -131604.221002 + Penalty 3415.212796 = -128189.008206
  nChanged 1
		SP:Iteration 16Q (2593.010000 sec): 3 clusters
  Score: Raw -131608.425839 + Penalty 3415.212796 = -128193.213043
  nChanged 1
		SP:Iteration 17Q (2593.010000 sec): 3 clusters
  Score: Raw -131610.156392 + Penalty 3415.212796 = -128194.943596
  nChanged 1
		SP:Iteration 18Q (2593.020000 sec): 3 clusters
  Score: Raw -131612.500283 + Penalty 3415.212796 = -128197.287487
  nChanged 1
		SP:Iteration 19Q (2593.020000 sec): 3 clusters
  Score: Raw -131614.901164 + Penalty 3415.212796 = -128199.688368
  nChanged 1
		SP:Iteration 20F (2593.020000 sec): 3 clusters
  Score: Raw -131618.807870 + Penalty 3415.212796 = -128203.595073
  nChanged 2
		SP:Iteration 21Q (2593.020000 sec): 3 clusters
  Score: Raw -131634.220299 + Penalty 3415.212796 = -128219.007503
  nChanged 2
		SP:Iteration 22Q (2593.030000 sec): 3 clusters
  Score: Raw -131646.972948 + Penalty 3415.212796 = -128231.760151
  nChanged 2
		SP:Iteration 23Q (2593.030000 sec): 3 clusters
  Score: Raw -131664.586328 + Penalty 3415.212796 = -128249.373531
  nChanged 2
		SP:Iteration 24Q (2593.040000 sec): 3 clusters
  Score: Raw -131679.493471 + Penalty 3415.212796 = -128264.280675
  nChanged 0
		SP:Iteration 25F (2593.040000 sec): 3 clusters
  Score: Raw -131679.493471 + Penalty 3415.212796 = -128264.280675
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 23.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (142306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2593.540000 sec): 2 clusters
  Score: Raw -20666163.101716 + Penalty 2942.702267 = -20663220.399449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2594.120000 sec): 3 clusters
  Score: Raw -20574041.422194 + Penalty 5885.404534 = -20568156.017660
  nChanged 67785
		SP:Iteration 1F (2594.680000 sec): 3 clusters
  Score: Raw -20613047.375471 + Penalty 5885.404534 = -20607161.970937
  nChanged 4562
		SP:Iteration 2Q (2595.250000 sec): 3 clusters
  Score: Raw -20614253.325697 + Penalty 5885.404534 = -20608367.921163
  nChanged 5007
		SP:Iteration 3Q (2595.830000 sec): 3 clusters
  Score: Raw -20615817.082186 + Penalty 5885.404534 = -20609931.677652
  nChanged 5596
		SP:Iteration 4Q (2596.410000 sec): 3 clusters
  Score: Raw -20617956.297378 + Penalty 5885.404534 = -20612070.892844
  nChanged 6444
		SP:Iteration 5Q (2596.990000 sec): 3 clusters
  Score: Raw -20620947.060497 + Penalty 5885.404534 = -20615061.655963
  nChanged 7361
		SP:Iteration 6F (2597.550000 sec): 3 clusters
  Score: Raw -20625061.222836 + Penalty 5885.404534 = -20619175.818302
  nChanged 8313
		SP:Iteration 7F (2598.120000 sec): 3 clusters
  Score: Raw -20630495.784998 + Penalty 5885.404534 = -20624610.380464
  nChanged 8919
		SP:Iteration 8F (2598.680000 sec): 3 clusters
  Score: Raw -20636925.097098 + Penalty 5885.404534 = -20631039.692564
  nChanged 8871
		SP:Iteration 9F (2599.250000 sec): 3 clusters
  Score: Raw -20643557.642080 + Penalty 5885.404534 = -20637672.237546
  nChanged 8003
		SP:Iteration 10F (2599.810000 sec): 3 clusters
  Score: Raw -20649564.825261 + Penalty 5885.404534 = -20643679.420727
  nChanged 6567
		SP:Iteration 11Q (2600.340000 sec): 3 clusters
  Score: Raw -20654368.467154 + Penalty 5885.404534 = -20648483.062620
  nChanged 5141
		SP:Iteration 12Q (2600.860000 sec): 3 clusters
  Score: Raw -20657946.634344 + Penalty 5885.404534 = -20652061.229810
  nChanged 3968
		SP:Iteration 13Q (2601.340000 sec): 3 clusters
  Score: Raw -20660574.324786 + Penalty 5885.404534 = -20654688.920252
  nChanged 3012
		SP:Iteration 14Q (2601.820000 sec): 3 clusters
  Score: Raw -20662499.531641 + Penalty 5885.404534 = -20656614.127107
  nChanged 2262
		SP:Iteration 15Q (2602.270000 sec): 3 clusters
  Score: Raw -20663917.540772 + Penalty 5885.404534 = -20658032.136238
  nChanged 1618
		SP:Iteration 16Q (2602.710000 sec): 3 clusters
  Score: Raw -20664947.321459 + Penalty 5885.404534 = -20659061.916925
  nChanged 1085
		SP:Iteration 17Q (2603.140000 sec): 3 clusters
  Score: Raw -20665649.099831 + Penalty 5885.404534 = -20659763.695297
  nChanged 696
		SP:Iteration 18Q (2603.560000 sec): 3 clusters
  Score: Raw -20666077.837679 + Penalty 5885.404534 = -20660192.433145
  nChanged 514
		SP:Iteration 19Q (2603.980000 sec): 3 clusters
  Score: Raw -20666351.383739 + Penalty 5885.404534 = -20660465.979205
  nChanged 359
		SP:Iteration 20F (2604.540000 sec): 3 clusters
  Score: Raw -20666509.467758 + Penalty 5885.404534 = -20660624.063224
  nChanged 244
		SP:Iteration 21Q (2604.950000 sec): 3 clusters
  Score: Raw -20666613.912329 + Penalty 5885.404534 = -20660728.507795
  nChanged 208
		SP:Iteration 22Q (2605.360000 sec): 3 clusters
  Score: Raw -20666700.818201 + Penalty 5885.404534 = -20660815.413667
  nChanged 175
		SP:Iteration 23Q (2605.780000 sec): 3 clusters
  Score: Raw -20666765.689198 + Penalty 5885.404534 = -20660880.284664
  nChanged 119
		SP:Iteration 24Q (2606.200000 sec): 3 clusters
  Score: Raw -20666808.103706 + Penalty 5885.404534 = -20660922.699172
  nChanged 86
		SP:Iteration 25Q (2606.600000 sec): 3 clusters
  Score: Raw -20666832.322991 + Penalty 5885.404534 = -20660946.918457
  nChanged 61
		SP:Iteration 26Q (2607.010000 sec): 3 clusters
  Score: Raw -20666848.452611 + Penalty 5885.404534 = -20660963.048077
  nChanged 53
		SP:Iteration 27Q (2607.420000 sec): 3 clusters
  Score: Raw -20666862.462918 + Penalty 5885.404534 = -20660977.058384
  nChanged 47
		SP:Iteration 28Q (2607.830000 sec): 3 clusters
  Score: Raw -20666874.415026 + Penalty 5885.404534 = -20660989.010492
  nChanged 40
		SP:Iteration 29Q (2608.230000 sec): 3 clusters
  Score: Raw -20666883.510282 + Penalty 5885.404534 = -20660998.105748
  nChanged 34
		SP:Iteration 30Q (2608.640000 sec): 3 clusters
  Score: Raw -20666893.350386 + Penalty 5885.404534 = -20661007.945852
  nChanged 36
		SP:Iteration 31Q (2609.040000 sec): 3 clusters
  Score: Raw -20666903.407839 + Penalty 5885.404534 = -20661018.003305
  nChanged 40
		SP:Iteration 32Q (2609.440000 sec): 3 clusters
  Score: Raw -20666914.091904 + Penalty 5885.404534 = -20661028.687370
  nChanged 38
		SP:Iteration 33Q (2609.850000 sec): 3 clusters
  Score: Raw -20666923.565953 + Penalty 5885.404534 = -20661038.161419
  nChanged 30
		SP:Iteration 34Q (2610.250000 sec): 3 clusters
  Score: Raw -20666929.995049 + Penalty 5885.404534 = -20661044.590515
  nChanged 23
		SP:Iteration 35Q (2610.660000 sec): 3 clusters
  Score: Raw -20666936.073388 + Penalty 5885.404534 = -20661050.668854
  nChanged 21
		SP:Iteration 36Q (2611.060000 sec): 3 clusters
  Score: Raw -20666940.436700 + Penalty 5885.404534 = -20661055.032166
  nChanged 14
		SP:Iteration 37Q (2611.460000 sec): 3 clusters
  Score: Raw -20666943.529912 + Penalty 5885.404534 = -20661058.125378
  nChanged 15
		SP:Iteration 38Q (2611.860000 sec): 3 clusters
  Score: Raw -20666946.706133 + Penalty 5885.404534 = -20661061.301599
  nChanged 15
		SP:Iteration 39Q (2612.270000 sec): 3 clusters
  Score: Raw -20666950.652126 + Penalty 5885.404534 = -20661065.247592
  nChanged 12
		SP:Iteration 40F (2612.840000 sec): 3 clusters
  Score: Raw -20666953.699808 + Penalty 5885.404534 = -20661068.295274
  nChanged 12
		SP:Iteration 41Q (2613.240000 sec): 3 clusters
  Score: Raw -20666956.228195 + Penalty 5885.404534 = -20661070.823661
  nChanged 10
		SP:Iteration 42Q (2613.640000 sec): 3 clusters
  Score: Raw -20666958.287929 + Penalty 5885.404534 = -20661072.883395
  nChanged 7
		SP:Iteration 43Q (2614.040000 sec): 3 clusters
  Score: Raw -20666959.970981 + Penalty 5885.404534 = -20661074.566446
  nChanged 7
		SP:Iteration 44Q (2614.450000 sec): 3 clusters
  Score: Raw -20666961.547790 + Penalty 5885.404534 = -20661076.143256
  nChanged 5
		SP:Iteration 45Q (2614.860000 sec): 3 clusters
  Score: Raw -20666962.565703 + Penalty 5885.404534 = -20661077.161169
  nChanged 5
		SP:Iteration 46Q (2615.260000 sec): 3 clusters
  Score: Raw -20666963.731931 + Penalty 5885.404534 = -20661078.327397
  nChanged 5
		SP:Iteration 47Q (2615.660000 sec): 3 clusters
  Score: Raw -20666964.731090 + Penalty 5885.404534 = -20661079.326556
  nChanged 4
		SP:Iteration 48Q (2616.080000 sec): 3 clusters
  Score: Raw -20666965.474542 + Penalty 5885.404534 = -20661080.070008
  nChanged 5
		SP:Iteration 49Q (2616.480000 sec): 3 clusters
  Score: Raw -20666966.045600 + Penalty 5885.404534 = -20661080.641066
  nChanged 2
		SP:Iteration 50Q (2616.890000 sec): 3 clusters
  Score: Raw -20666966.447941 + Penalty 5885.404534 = -20661081.043407
  nChanged 1
		SP:Iteration 51Q (2617.300000 sec): 3 clusters
  Score: Raw -20666966.650842 + Penalty 5885.404534 = -20661081.246308
  nChanged 3
		SP:Iteration 52Q (2617.710000 sec): 3 clusters
  Score: Raw -20666967.481753 + Penalty 5885.404534 = -20661082.077219
  nChanged 2
		SP:Iteration 53Q (2618.110000 sec): 3 clusters
  Score: Raw -20666967.918036 + Penalty 5885.404534 = -20661082.513502
  nChanged 2
		SP:Iteration 54Q (2618.510000 sec): 3 clusters
  Score: Raw -20666968.381779 + Penalty 5885.404534 = -20661082.977245
  nChanged 2
		SP:Iteration 55Q (2618.890000 sec): 3 clusters
  Score: Raw -20666968.608960 + Penalty 5885.404534 = -20661083.204426
  nChanged 1
		SP:Iteration 56Q (2619.270000 sec): 3 clusters
  Score: Raw -20666968.784514 + Penalty 5885.404534 = -20661083.379980
  nChanged 0
		SP:Iteration 57F (2619.800000 sec): 3 clusters
  Score: Raw -20666968.784514 + Penalty 5885.404534 = -20661083.379980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2619.870000 sec): 2 clusters
  Score: Raw -19667.259116 + Penalty 1308.972435 = -18358.286681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2619.870000 sec): 3 clusters
  Score: Raw -19934.149704 + Penalty 2617.944871 = -17316.204833
  nChanged 15
		SP:Iteration 1F (2619.870000 sec): 3 clusters
  Score: Raw -20015.993586 + Penalty 2617.944871 = -17398.048715
  nChanged 10
		SP:Iteration 2F (2619.870000 sec): 3 clusters
  Score: Raw -20078.872031 + Penalty 2617.944871 = -17460.927160
  nChanged 6
		SP:Iteration 3Q (2619.870000 sec): 3 clusters
  Score: Raw -20126.845217 + Penalty 2617.944871 = -17508.900346
  nChanged 4
		SP:Iteration 4Q (2619.870000 sec): 3 clusters
  Score: Raw -20151.572029 + Penalty 2617.944871 = -17533.627158
  nChanged 3
		SP:Iteration 5Q (2619.870000 sec): 3 clusters
  Score: Raw -20167.594773 + Penalty 2617.944871 = -17549.649902
  nChanged 1
		SP:Iteration 6Q (2619.880000 sec): 3 clusters
  Score: Raw -20175.470025 + Penalty 2617.944871 = -17557.525154
  nChanged 2
		SP:Iteration 7Q (2619.880000 sec): 3 clusters
  Score: Raw -20191.777814 + Penalty 2617.944871 = -17573.832943
  nChanged 0
		SP:Iteration 8F (2619.880000 sec): 3 clusters
  Score: Raw -20191.777814 + Penalty 2617.944871 = -17573.832943
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 29 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2619.880000 sec): 2 clusters
  Score: Raw -74196.170923 + Penalty 1539.730326 = -72656.440597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2619.880000 sec): 3 clusters
  Score: Raw -74225.403661 + Penalty 3079.460653 = -71145.943009
  nChanged 67
		SP:Iteration 1F (2619.880000 sec): 3 clusters
  Score: Raw -74358.436031 + Penalty 3079.460653 = -71278.975378
  nChanged 16
		SP:Iteration 2Q (2619.880000 sec): 3 clusters
  Score: Raw -74403.016384 + Penalty 3079.460653 = -71323.555731
  nChanged 4
		SP:Iteration 3Q (2619.890000 sec): 3 clusters
  Score: Raw -74409.761309 + Penalty 3079.460653 = -71330.300656
  nChanged 3
		SP:Iteration 4Q (2619.890000 sec): 3 clusters
  Score: Raw -74415.131152 + Penalty 3079.460653 = -71335.670499
  nChanged 2
		SP:Iteration 5Q (2619.890000 sec): 3 clusters
  Score: Raw -74418.268069 + Penalty 3079.460653 = -71338.807416
  nChanged 0
		SP:Iteration 6F (2619.890000 sec): 3 clusters
  Score: Raw -74418.268069 + Penalty 3079.460653 = -71338.807416
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 30 (34446 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2620.020000 sec): 2 clusters
  Score: Raw -5264741.775465 + Penalty 2590.892744 = -5262150.882721
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2620.150000 sec): 3 clusters
  Score: Raw -5243795.893770 + Penalty 5181.785487 = -5238614.108283
  nChanged 15609
		SP:Iteration 1F (2620.280000 sec): 3 clusters
  Score: Raw -5252488.403461 + Penalty 5181.785487 = -5247306.617974
  nChanged 1681
		SP:Iteration 2Q (2620.410000 sec): 3 clusters
  Score: Raw -5253084.720862 + Penalty 5181.785487 = -5247902.935375
  nChanged 1663
		SP:Iteration 3Q (2620.550000 sec): 3 clusters
  Score: Raw -5253777.570569 + Penalty 5181.785487 = -5248595.785082
  nChanged 1826
		SP:Iteration 4F (2620.680000 sec): 3 clusters
  Score: Raw -5254653.869205 + Penalty 5181.785487 = -5249472.083718
  nChanged 2026
		SP:Iteration 5F (2620.810000 sec): 3 clusters
  Score: Raw -5255862.215414 + Penalty 5181.785487 = -5250680.429927
  nChanged 2307
		SP:Iteration 6F (2620.940000 sec): 3 clusters
  Score: Raw -5257517.515160 + Penalty 5181.785487 = -5252335.729673
  nChanged 2269
		SP:Iteration 7F (2621.070000 sec): 3 clusters
  Score: Raw -5259295.387425 + Penalty 5181.785487 = -5254113.601938
  nChanged 2005
		SP:Iteration 8F (2621.200000 sec): 3 clusters
  Score: Raw -5260970.090637 + Penalty 5181.785487 = -5255788.305150
  nChanged 1502
		SP:Iteration 9Q (2621.330000 sec): 3 clusters
  Score: Raw -5262328.632130 + Penalty 5181.785487 = -5257146.846643
  nChanged 1006
		SP:Iteration 10Q (2621.460000 sec): 3 clusters
  Score: Raw -5263168.668025 + Penalty 5181.785487 = -5257986.882538
  nChanged 691
		SP:Iteration 11Q (2621.580000 sec): 3 clusters
  Score: Raw -5263607.599317 + Penalty 5181.785487 = -5258425.813830
  nChanged 494
		SP:Iteration 12Q (2621.690000 sec): 3 clusters
  Score: Raw -5263859.693473 + Penalty 5181.785487 = -5258677.907986
  nChanged 342
		SP:Iteration 13Q (2621.800000 sec): 3 clusters
  Score: Raw -5263996.765493 + Penalty 5181.785487 = -5258814.980006
  nChanged 252
		SP:Iteration 14Q (2621.900000 sec): 3 clusters
  Score: Raw -5264101.809681 + Penalty 5181.785487 = -5258920.024194
  nChanged 205
		SP:Iteration 15Q (2622.010000 sec): 3 clusters
  Score: Raw -5264179.119966 + Penalty 5181.785487 = -5258997.334479
  nChanged 183
		SP:Iteration 16Q (2622.120000 sec): 3 clusters
  Score: Raw -5264245.489773 + Penalty 5181.785487 = -5259063.704286
  nChanged 151
		SP:Iteration 17Q (2622.220000 sec): 3 clusters
  Score: Raw -5264294.610741 + Penalty 5181.785487 = -5259112.825254
  nChanged 146
		SP:Iteration 18Q (2622.320000 sec): 3 clusters
  Score: Raw -5264339.320868 + Penalty 5181.785487 = -5259157.535381
  nChanged 137
		SP:Iteration 19Q (2622.430000 sec): 3 clusters
  Score: Raw -5264385.969741 + Penalty 5181.785487 = -5259204.184254
  nChanged 114
		SP:Iteration 20F (2622.560000 sec): 3 clusters
  Score: Raw -5264424.672095 + Penalty 5181.785487 = -5259242.886608
  nChanged 93
		SP:Iteration 21Q (2622.660000 sec): 3 clusters
  Score: Raw -5264453.395507 + Penalty 5181.785487 = -5259271.610020
  nChanged 98
		SP:Iteration 22Q (2622.760000 sec): 3 clusters
  Score: Raw -5264493.257956 + Penalty 5181.785487 = -5259311.472469
  nChanged 108
		SP:Iteration 23Q (2622.860000 sec): 3 clusters
  Score: Raw -5264531.659287 + Penalty 5181.785487 = -5259349.873800
  nChanged 96
		SP:Iteration 24Q (2622.960000 sec): 3 clusters
  Score: Raw -5264563.325553 + Penalty 5181.785487 = -5259381.540066
  nChanged 77
		SP:Iteration 25Q (2623.060000 sec): 3 clusters
  Score: Raw -5264586.899123 + Penalty 5181.785487 = -5259405.113636
  nChanged 73
		SP:Iteration 26Q (2623.160000 sec): 3 clusters
  Score: Raw -5264612.760105 + Penalty 5181.785487 = -5259430.974618
  nChanged 88
		SP:Iteration 27Q (2623.260000 sec): 3 clusters
  Score: Raw -5264639.011371 + Penalty 5181.785487 = -5259457.225884
  nChanged 76
		SP:Iteration 28Q (2623.370000 sec): 3 clusters
  Score: Raw -5264664.217847 + Penalty 5181.785487 = -5259482.432360
  nChanged 79
		SP:Iteration 29Q (2623.460000 sec): 3 clusters
  Score: Raw -5264688.464895 + Penalty 5181.785487 = -5259506.679408
  nChanged 73
		SP:Iteration 30Q (2623.570000 sec): 3 clusters
  Score: Raw -5264713.625136 + Penalty 5181.785487 = -5259531.839649
  nChanged 62
		SP:Iteration 31Q (2623.660000 sec): 3 clusters
  Score: Raw -5264734.159867 + Penalty 5181.785487 = -5259552.374380
  nChanged 56
		SP:Iteration 32Q (2623.770000 sec): 3 clusters
  Score: Raw -5264754.884778 + Penalty 5181.785487 = -5259573.099291
  nChanged 53
		SP:Iteration 33Q (2623.870000 sec): 3 clusters
  Score: Raw -5264773.343226 + Penalty 5181.785487 = -5259591.557739
  nChanged 42
		SP:Iteration 34Q (2623.960000 sec): 3 clusters
  Score: Raw -5264788.559346 + Penalty 5181.785487 = -5259606.773859
  nChanged 56
		SP:Iteration 35Q (2624.060000 sec): 3 clusters
  Score: Raw -5264810.974799 + Penalty 5181.785487 = -5259629.189312
  nChanged 44
		SP:Iteration 36Q (2624.160000 sec): 3 clusters
  Score: Raw -5264828.710820 + Penalty 5181.785487 = -5259646.925333
  nChanged 39
		SP:Iteration 37Q (2624.260000 sec): 3 clusters
  Score: Raw -5264842.155046 + Penalty 5181.785487 = -5259660.369559
  nChanged 34
		SP:Iteration 38Q (2624.350000 sec): 3 clusters
  Score: Raw -5264853.759834 + Penalty 5181.785487 = -5259671.974347
  nChanged 40
		SP:Iteration 39Q (2624.450000 sec): 3 clusters
  Score: Raw -5264871.301547 + Penalty 5181.785487 = -5259689.516060
  nChanged 50
		SP:Iteration 40F (2624.580000 sec): 3 clusters
  Score: Raw -5264891.654218 + Penalty 5181.785487 = -5259709.868731
  nChanged 36
		SP:Iteration 41Q (2624.680000 sec): 3 clusters
  Score: Raw -5264908.283441 + Penalty 5181.785487 = -5259726.497954
  nChanged 42
		SP:Iteration 42Q (2624.780000 sec): 3 clusters
  Score: Raw -5264927.508747 + Penalty 5181.785487 = -5259745.723260
  nChanged 37
		SP:Iteration 43Q (2624.870000 sec): 3 clusters
  Score: Raw -5264946.316582 + Penalty 5181.785487 = -5259764.531095
  nChanged 38
		SP:Iteration 44Q (2624.960000 sec): 3 clusters
  Score: Raw -5264963.886178 + Penalty 5181.785487 = -5259782.100691
  nChanged 32
		SP:Iteration 45Q (2625.060000 sec): 3 clusters
  Score: Raw -5264977.227059 + Penalty 5181.785487 = -5259795.441572
  nChanged 22
		SP:Iteration 46Q (2625.160000 sec): 3 clusters
  Score: Raw -5264984.170654 + Penalty 5181.785487 = -5259802.385167
  nChanged 24
		SP:Iteration 47Q (2625.250000 sec): 3 clusters
  Score: Raw -5264993.384371 + Penalty 5181.785487 = -5259811.598884
  nChanged 24
		SP:Iteration 48Q (2625.340000 sec): 3 clusters
  Score: Raw -5265005.104433 + Penalty 5181.785487 = -5259823.318946
  nChanged 20
		SP:Iteration 49Q (2625.440000 sec): 3 clusters
  Score: Raw -5265015.562686 + Penalty 5181.785487 = -5259833.777199
  nChanged 19
		SP:Iteration 50Q (2625.540000 sec): 3 clusters
  Score: Raw -5265024.293688 + Penalty 5181.785487 = -5259842.508201
  nChanged 19
		SP:Iteration 51Q (2625.630000 sec): 3 clusters
  Score: Raw -5265032.670965 + Penalty 5181.785487 = -5259850.885478
  nChanged 13
		SP:Iteration 52Q (2625.720000 sec): 3 clusters
  Score: Raw -5265037.632365 + Penalty 5181.785487 = -5259855.846878
  nChanged 14
		SP:Iteration 53Q (2625.820000 sec): 3 clusters
  Score: Raw -5265043.034949 + Penalty 5181.785487 = -5259861.249462
  nChanged 7
		SP:Iteration 54Q (2625.910000 sec): 3 clusters
  Score: Raw -5265045.736064 + Penalty 5181.785487 = -5259863.950577
  nChanged 11
		SP:Iteration 55Q (2626.000000 sec): 3 clusters
  Score: Raw -5265051.083285 + Penalty 5181.785487 = -5259869.297798
  nChanged 10
		SP:Iteration 56Q (2626.100000 sec): 3 clusters
  Score: Raw -5265057.715990 + Penalty 5181.785487 = -5259875.930503
  nChanged 13
		SP:Iteration 57Q (2626.190000 sec): 3 clusters
  Score: Raw -5265064.927594 + Penalty 5181.785487 = -5259883.142107
  nChanged 10
		SP:Iteration 58Q (2626.280000 sec): 3 clusters
  Score: Raw -5265068.025202 + Penalty 5181.785487 = -5259886.239715
  nChanged 11
		SP:Iteration 59Q (2626.380000 sec): 3 clusters
  Score: Raw -5265072.337388 + Penalty 5181.785487 = -5259890.551901
  nChanged 3
		SP:Iteration 60F (2626.510000 sec): 3 clusters
  Score: Raw -5265073.604466 + Penalty 5181.785487 = -5259891.818979
  nChanged 4
		SP:Iteration 61Q (2626.600000 sec): 3 clusters
  Score: Raw -5265075.145330 + Penalty 5181.785487 = -5259893.359843
  nChanged 3
		SP:Iteration 62Q (2626.700000 sec): 3 clusters
  Score: Raw -5265076.011838 + Penalty 5181.785487 = -5259894.226351
  nChanged 2
		SP:Iteration 63Q (2626.790000 sec): 3 clusters
  Score: Raw -5265076.789083 + Penalty 5181.785487 = -5259895.003596
  nChanged 3
		SP:Iteration 64Q (2626.880000 sec): 3 clusters
  Score: Raw -5265078.086761 + Penalty 5181.785487 = -5259896.301274
  nChanged 2
		SP:Iteration 65Q (2626.980000 sec): 3 clusters
  Score: Raw -5265078.765222 + Penalty 5181.785487 = -5259896.979735
  nChanged 2
		SP:Iteration 66Q (2627.070000 sec): 3 clusters
  Score: Raw -5265079.515407 + Penalty 5181.785487 = -5259897.729920
  nChanged 0
		SP:Iteration 67F (2627.200000 sec): 3 clusters
  Score: Raw -5265079.515407 + Penalty 5181.785487 = -5259897.729920
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 31 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2627.220000 sec): 2 clusters
  Score: Raw -27088.895071 + Penalty 1372.280593 = -25716.614478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2627.220000 sec): 3 clusters
  Score: Raw -27317.332098 + Penalty 2744.561186 = -24572.770912
  nChanged 33
		SP:Iteration 1F (2627.220000 sec): 3 clusters
  Score: Raw -27450.090675 + Penalty 2744.561186 = -24705.529488
  nChanged 22
		SP:Iteration 2F (2627.220000 sec): 3 clusters
  Score: Raw -27641.077679 + Penalty 2744.561186 = -24896.516492
  nChanged 9
		SP:Iteration 3Q (2627.220000 sec): 3 clusters
  Score: Raw -27686.033305 + Penalty 2744.561186 = -24941.472118
  nChanged 8
		SP:Iteration 4Q (2627.220000 sec): 3 clusters
  Score: Raw -27748.198124 + Penalty 2744.561186 = -25003.636938
  nChanged 2
		SP:Iteration 5Q (2627.220000 sec): 3 clusters
  Score: Raw -27764.602045 + Penalty 2744.561186 = -25020.040859
  nChanged 0
		SP:Iteration 6F (2627.220000 sec): 3 clusters
  Score: Raw -27764.602045 + Penalty 2744.561186 = -25020.040859
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 32 (721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2627.220000 sec): 2 clusters
  Score: Raw -92353.119768 + Penalty 1631.998506 = -90721.121262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2627.230000 sec): 3 clusters
  Score: Raw -92285.587274 + Penalty 3263.997012 = -89021.590262
  nChanged 165
		SP:Iteration 1F (2627.230000 sec): 3 clusters
  Score: Raw -92574.875198 + Penalty 3263.997012 = -89310.878185
  nChanged 56
		SP:Iteration 2F (2627.230000 sec): 3 clusters
  Score: Raw -92688.165006 + Penalty 3263.997012 = -89424.167994
  nChanged 37
		SP:Iteration 3F (2627.240000 sec): 3 clusters
  Score: Raw -92812.791614 + Penalty 3263.997012 = -89548.794602
  nChanged 29
		SP:Iteration 4Q (2627.240000 sec): 3 clusters
  Score: Raw -92928.986826 + Penalty 3263.997012 = -89664.989814
  nChanged 20
		SP:Iteration 5Q (2627.240000 sec): 3 clusters
  Score: Raw -92988.607720 + Penalty 3263.997012 = -89724.610708
  nChanged 24
		SP:Iteration 6Q (2627.240000 sec): 3 clusters
  Score: Raw -93089.457559 + Penalty 3263.997012 = -89825.460547
  nChanged 16
		SP:Iteration 7Q (2627.240000 sec): 3 clusters
  Score: Raw -93173.197087 + Penalty 3263.997012 = -89909.200075
  nChanged 16
		SP:Iteration 8Q (2627.250000 sec): 3 clusters
  Score: Raw -93227.555237 + Penalty 3263.997012 = -89963.558225
  nChanged 10
		SP:Iteration 9Q (2627.250000 sec): 3 clusters
  Score: Raw -93249.308157 + Penalty 3263.997012 = -89985.311145
  nChanged 9
		SP:Iteration 10Q (2627.250000 sec): 3 clusters
  Score: Raw -93273.859046 + Penalty 3263.997012 = -90009.862034
  nChanged 4
		SP:Iteration 11Q (2627.260000 sec): 3 clusters
  Score: Raw -93285.914432 + Penalty 3263.997012 = -90021.917420
  nChanged 3
		SP:Iteration 12Q (2627.260000 sec): 3 clusters
  Score: Raw -93289.571321 + Penalty 3263.997012 = -90025.574309
  nChanged 4
		SP:Iteration 13Q (2627.260000 sec): 3 clusters
  Score: Raw -93298.656310 + Penalty 3263.997012 = -90034.659297
  nChanged 5
		SP:Iteration 14Q (2627.260000 sec): 3 clusters
  Score: Raw -93307.384198 + Penalty 3263.997012 = -90043.387186
  nChanged 3
		SP:Iteration 15Q (2627.260000 sec): 3 clusters
  Score: Raw -93321.589441 + Penalty 3263.997012 = -90057.592429
  nChanged 3
		SP:Iteration 16Q (2627.260000 sec): 3 clusters
  Score: Raw -93324.209959 + Penalty 3263.997012 = -90060.212947
  nChanged 2
		SP:Iteration 17Q (2627.270000 sec): 3 clusters
  Score: Raw -93327.956730 + Penalty 3263.997012 = -90063.959718
  nChanged 2
		SP:Iteration 18Q (2627.270000 sec): 3 clusters
  Score: Raw -93335.231235 + Penalty 3263.997012 = -90071.234223
  nChanged 3
		SP:Iteration 19Q (2627.270000 sec): 3 clusters
  Score: Raw -93342.538932 + Penalty 3263.997012 = -90078.541920
  nChanged 2
		SP:Iteration 20F (2627.280000 sec): 3 clusters
  Score: Raw -93347.390187 + Penalty 3263.997012 = -90083.393175
  nChanged 2
		SP:Iteration 21Q (2627.280000 sec): 3 clusters
  Score: Raw -93351.631330 + Penalty 3263.997012 = -90087.634318
  nChanged 3
		SP:Iteration 22Q (2627.280000 sec): 3 clusters
  Score: Raw -93357.660847 + Penalty 3263.997012 = -90093.663835
  nChanged 2
		SP:Iteration 23Q (2627.280000 sec): 3 clusters
  Score: Raw -93359.701390 + Penalty 3263.997012 = -90095.704378
  nChanged 0
		SP:Iteration 24F (2627.280000 sec): 3 clusters
  Score: Raw -93359.701390 + Penalty 3263.997012 = -90095.704378
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 33 (193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2627.290000 sec): 2 clusters
  Score: Raw -25068.601729 + Penalty 1305.147167 = -23763.454562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2627.290000 sec): 3 clusters
  Score: Raw -25475.950536 + Penalty 2610.294334 = -22865.656202
  nChanged 22
		SP:Iteration 1F (2627.290000 sec): 3 clusters
  Score: Raw -25588.137643 + Penalty 2610.294334 = -22977.843309
  nChanged 2
		SP:Iteration 2Q (2627.290000 sec): 3 clusters
  Score: Raw -25652.909530 + Penalty 2610.294334 = -23042.615197
  nChanged 2
		SP:Iteration 3Q (2627.290000 sec): 3 clusters
  Score: Raw -25660.072210 + Penalty 2610.294334 = -23049.777877
  nChanged 0
		SP:Iteration 4F (2627.290000 sec): 3 clusters
  Score: Raw -25660.072210 + Penalty 2610.294334 = -23049.777877
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 34 (927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2627.300000 sec): 2 clusters
  Score: Raw -122976.049857 + Penalty 1694.324484 = -121281.725372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2627.300000 sec): 3 clusters
  Score: Raw -122773.358354 + Penalty 3388.648969 = -119384.709386
  nChanged 241
		SP:Iteration 1F (2627.300000 sec): 3 clusters
  Score: Raw -123053.379577 + Penalty 3388.648969 = -119664.730609
  nChanged 44
		SP:Iteration 2Q (2627.310000 sec): 3 clusters
  Score: Raw -123119.802639 + Penalty 3388.648969 = -119731.153670
  nChanged 30
		SP:Iteration 3Q (2627.310000 sec): 3 clusters
  Score: Raw -123160.186479 + Penalty 3388.648969 = -119771.537510
  nChanged 22
		SP:Iteration 4Q (2627.310000 sec): 3 clusters
  Score: Raw -123187.730836 + Penalty 3388.648969 = -119799.081868
  nChanged 10
		SP:Iteration 5Q (2627.320000 sec): 3 clusters
  Score: Raw -123198.626147 + Penalty 3388.648969 = -119809.977179
  nChanged 7
		SP:Iteration 6Q (2627.320000 sec): 3 clusters
  Score: Raw -123205.918087 + Penalty 3388.648969 = -119817.269118
  nChanged 7
		SP:Iteration 7Q (2627.320000 sec): 3 clusters
  Score: Raw -123214.808321 + Penalty 3388.648969 = -119826.159353
  nChanged 5
		SP:Iteration 8Q (2627.330000 sec): 3 clusters
  Score: Raw -123220.046483 + Penalty 3388.648969 = -119831.397514
  nChanged 4
		SP:Iteration 9Q (2627.330000 sec): 3 clusters
  Score: Raw -123225.971073 + Penalty 3388.648969 = -119837.322104
  nChanged 6
		SP:Iteration 10Q (2627.330000 sec): 3 clusters
  Score: Raw -123233.937717 + Penalty 3388.648969 = -119845.288749
  nChanged 6
		SP:Iteration 11Q (2627.340000 sec): 3 clusters
  Score: Raw -123243.941268 + Penalty 3388.648969 = -119855.292300
  nChanged 9
		SP:Iteration 12Q (2627.340000 sec): 3 clusters
  Score: Raw -123264.213262 + Penalty 3388.648969 = -119875.564293
  nChanged 9
		SP:Iteration 13Q (2627.340000 sec): 3 clusters
  Score: Raw -123285.067787 + Penalty 3388.648969 = -119896.418819
  nChanged 8
		SP:Iteration 14Q (2627.350000 sec): 3 clusters
  Score: Raw -123300.287462 + Penalty 3388.648969 = -119911.638493
  nChanged 10
		SP:Iteration 15Q (2627.350000 sec): 3 clusters
  Score: Raw -123317.401246 + Penalty 3388.648969 = -119928.752277
  nChanged 10
		SP:Iteration 16Q (2627.350000 sec): 3 clusters
  Score: Raw -123333.747970 + Penalty 3388.648969 = -119945.099002
  nChanged 9
		SP:Iteration 17Q (2627.360000 sec): 3 clusters
  Score: Raw -123348.519503 + Penalty 3388.648969 = -119959.870534
  nChanged 3
		SP:Iteration 18Q (2627.360000 sec): 3 clusters
  Score: Raw -123351.973882 + Penalty 3388.648969 = -119963.324914
  nChanged 2
		SP:Iteration 19Q (2627.360000 sec): 3 clusters
  Score: Raw -123355.606456 + Penalty 3388.648969 = -119966.957488
  nChanged 4
		SP:Iteration 20F (2627.360000 sec): 3 clusters
  Score: Raw -123363.732834 + Penalty 3388.648969 = -119975.083865
  nChanged 7
		SP:Iteration 21Q (2627.370000 sec): 3 clusters
  Score: Raw -123376.106902 + Penalty 3388.648969 = -119987.457933
  nChanged 7
		SP:Iteration 22Q (2627.370000 sec): 3 clusters
  Score: Raw -123385.826521 + Penalty 3388.648969 = -119997.177553
  nChanged 4
		SP:Iteration 23Q (2627.380000 sec): 3 clusters
  Score: Raw -123391.631077 + Penalty 3388.648969 = -120002.982108
  nChanged 10
		SP:Iteration 24Q (2627.380000 sec): 3 clusters
  Score: Raw -123404.846536 + Penalty 3388.648969 = -120016.197567
  nChanged 4
		SP:Iteration 25Q (2627.380000 sec): 3 clusters
  Score: Raw -123411.000074 + Penalty 3388.648969 = -120022.351105
  nChanged 3
		SP:Iteration 26Q (2627.380000 sec): 3 clusters
  Score: Raw -123414.067471 + Penalty 3388.648969 = -120025.418502
  nChanged 2
		SP:Iteration 27Q (2627.390000 sec): 3 clusters
  Score: Raw -123416.829252 + Penalty 3388.648969 = -120028.180284
  nChanged 2
		SP:Iteration 28Q (2627.390000 sec): 3 clusters
  Score: Raw -123419.057527 + Penalty 3388.648969 = -120030.408559
  nChanged 1
		SP:Iteration 29Q (2627.400000 sec): 3 clusters
  Score: Raw -123419.692140 + Penalty 3388.648969 = -120031.043171
  nChanged 1
		SP:Iteration 30Q (2627.400000 sec): 3 clusters
  Score: Raw -123422.050694 + Penalty 3388.648969 = -120033.401725
  nChanged 1
		SP:Iteration 31Q (2627.400000 sec): 3 clusters
  Score: Raw -123424.930778 + Penalty 3388.648969 = -120036.281809
  nChanged 2
		SP:Iteration 32Q (2627.400000 sec): 3 clusters
  Score: Raw -123428.050845 + Penalty 3388.648969 = -120039.401876
  nChanged 3
		SP:Iteration 33Q (2627.410000 sec): 3 clusters
  Score: Raw -123435.439033 + Penalty 3388.648969 = -120046.790064
  nChanged 6
		SP:Iteration 34Q (2627.410000 sec): 3 clusters
  Score: Raw -123448.817712 + Penalty 3388.648969 = -120060.168744
  nChanged 9
		SP:Iteration 35Q (2627.410000 sec): 3 clusters
  Score: Raw -123467.396514 + Penalty 3388.648969 = -120078.747545
  nChanged 5
		SP:Iteration 36Q (2627.420000 sec): 3 clusters
  Score: Raw -123475.367919 + Penalty 3388.648969 = -120086.718951
  nChanged 0
		SP:Iteration 37F (2627.420000 sec): 3 clusters
  Score: Raw -123475.367919 + Penalty 3388.648969 = -120086.718951
  nChanged 0
Iteration 179Q (2635.600000 sec): 35 clusters
  Score: Raw -117615553.919569 + Penalty 114739.327988 = -117500814.591580
  nChanged 272
Iteration 180F (2671.730000 sec): 35 clusters
  Score: Raw -117615645.547818 + Penalty 114739.327988 = -117500906.219830
  nChanged 224
Iteration 181Q (2679.910000 sec): 35 clusters
  Score: Raw -117615722.600652 + Penalty 114739.327988 = -117500983.272664
  nChanged 205
Iteration 182Q (2688.100000 sec): 35 clusters
  Score: Raw -117615748.115502 + Penalty 114739.327988 = -117501008.787514
  nChanged 186
Iteration 183Q (2696.290000 sec): 35 clusters
  Score: Raw -117615764.956515 + Penalty 114739.327988 = -117501025.628527
  nChanged 173
Iteration 184Q (2704.440000 sec): 35 clusters
  Score: Raw -117615775.472350 + Penalty 114739.327988 = -117501036.144362
  nChanged 158
Iteration 185Q (2712.550000 sec): 35 clusters
  Score: Raw -117615786.373614 + Penalty 114739.327988 = -117501047.045626
  nChanged 134
Iteration 186Q (2720.690000 sec): 35 clusters
  Score: Raw -117615794.451779 + Penalty 114739.327988 = -117501055.123791
  nChanged 140
Iteration 187Q (2728.830000 sec): 35 clusters
  Score: Raw -117615803.265148 + Penalty 114739.327988 = -117501063.937160
  nChanged 145
Iteration 188Q (2736.960000 sec): 35 clusters
  Score: Raw -117615810.688762 + Penalty 114739.327988 = -117501071.360774
  nChanged 120
Iteration 189Q (2745.190000 sec): 35 clusters
  Score: Raw -117615816.073856 + Penalty 114739.327988 = -117501076.745867
  nChanged 107
Iteration 190Q (2753.390000 sec): 35 clusters
  Score: Raw -117615820.470589 + Penalty 114739.327988 = -117501081.142601
  nChanged 84
Iteration 191Q (2761.550000 sec): 35 clusters
  Score: Raw -117615824.001297 + Penalty 114739.327988 = -117501084.673309
  nChanged 77
Iteration 192Q (2769.710000 sec): 35 clusters
  Score: Raw -117615827.683336 + Penalty 114739.327988 = -117501088.355348
  nChanged 98
Iteration 193Q (2777.920000 sec): 35 clusters
  Score: Raw -117615831.601663 + Penalty 114739.327988 = -117501092.273674
  nChanged 90
Iteration 194Q (2786.100000 sec): 35 clusters
  Score: Raw -117615836.985377 + Penalty 114739.327988 = -117501097.657389
  nChanged 86
Iteration 195Q (2794.290000 sec): 35 clusters
  Score: Raw -117615840.794582 + Penalty 114739.327988 = -117501101.466594
  nChanged 91
Iteration 196Q (2802.460000 sec): 35 clusters
  Score: Raw -117615843.654743 + Penalty 114739.327988 = -117501104.326754
  nChanged 82
Iteration 197Q (2810.600000 sec): 35 clusters
  Score: Raw -117615846.322174 + Penalty 114739.327988 = -117501106.994186
  nChanged 72
Iteration 198Q (2818.740000 sec): 35 clusters
  Score: Raw -117615848.291191 + Penalty 114739.327988 = -117501108.963202
  nChanged 59
Iteration 199Q (2826.880000 sec): 35 clusters
  Score: Raw -117615850.692516 + Penalty 114739.327988 = -117501111.364528
  nChanged 52
Iteration 200F (2863.030000 sec): 35 clusters
  Score: Raw -117615853.147531 + Penalty 114739.327988 = -117501113.819543
  nChanged 57
Iteration 201Q (2871.250000 sec): 35 clusters
  Score: Raw -117615855.549404 + Penalty 114739.327988 = -117501116.221416
  nChanged 49
Iteration 202Q (2879.400000 sec): 35 clusters
  Score: Raw -117615857.225171 + Penalty 114739.327988 = -117501117.897183
  nChanged 36
Iteration 203Q (2887.530000 sec): 35 clusters
  Score: Raw -117615858.795139 + Penalty 114739.327988 = -117501119.467151
  nChanged 31
Iteration 204Q (2895.670000 sec): 35 clusters
  Score: Raw -117615860.286702 + Penalty 114739.327988 = -117501120.958714
  nChanged 41
Iteration 205Q (2903.820000 sec): 35 clusters
  Score: Raw -117615861.778098 + Penalty 114739.327988 = -117501122.450110
  nChanged 30
Iteration 206Q (2912.070000 sec): 35 clusters
  Score: Raw -117615862.682446 + Penalty 114739.327988 = -117501123.354458
  nChanged 32
Iteration 207Q (2920.270000 sec): 35 clusters
  Score: Raw -117615863.348063 + Penalty 114739.327988 = -117501124.020074
  nChanged 24
Iteration 208Q (2928.410000 sec): 35 clusters
  Score: Raw -117615863.843794 + Penalty 114739.327988 = -117501124.515806
  nChanged 24
Iteration 209Q (2936.570000 sec): 35 clusters
  Score: Raw -117615864.137778 + Penalty 114739.327988 = -117501124.809789
  nChanged 23
Iteration 210Q (2944.710000 sec): 35 clusters
  Score: Raw -117615864.340904 + Penalty 114739.327988 = -117501125.012915
  nChanged 24
Iteration 211Q (2952.870000 sec): 35 clusters
  Score: Raw -117615864.585704 + Penalty 114739.327988 = -117501125.257716
  nChanged 16
Iteration 212Q (2961.060000 sec): 35 clusters
  Score: Raw -117615864.715477 + Penalty 114739.327988 = -117501125.387489
  nChanged 6
Iteration 213Q (2969.210000 sec): 35 clusters
  Score: Raw -117615864.760206 + Penalty 114739.327988 = -117501125.432218
  nChanged 8
Iteration 214Q (2977.320000 sec): 35 clusters
  Score: Raw -117615864.857426 + Penalty 114739.327988 = -117501125.529438
  nChanged 11
Iteration 215Q (2985.480000 sec): 35 clusters
  Score: Raw -117615865.023168 + Penalty 114739.327988 = -117501125.695180
  nChanged 10
Iteration 216Q (2993.600000 sec): 35 clusters
  Score: Raw -117615865.246423 + Penalty 114739.327988 = -117501125.918435
  nChanged 7
Iteration 217Q (3001.950000 sec): 35 clusters
  Score: Raw -117615865.470095 + Penalty 114739.327988 = -117501126.142107
  nChanged 9
Iteration 218Q (3010.550000 sec): 35 clusters
  Score: Raw -117615865.816945 + Penalty 114739.327988 = -117501126.488957
  nChanged 7
Writing temp clu file 
Because OldScore, -117501126.142107, is greater than current (better) Score,-117501126.488957 
 Compute initial score before splitting:   Score: Raw -117615865.816945 + Penalty 114739.327988 = -117501126.488957
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3010.700000 sec): 2 clusters
  Score: Raw -122761.033076 + Penalty 1666.315262 = -121094.717813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3010.700000 sec): 3 clusters
  Score: Raw -122599.237833 + Penalty 3332.630525 = -119266.607309
  nChanged 186
		SP:Iteration 1F (3010.700000 sec): 3 clusters
  Score: Raw -122809.135008 + Penalty 3332.630525 = -119476.504483
  nChanged 42
		SP:Iteration 2F (3010.710000 sec): 3 clusters
  Score: Raw -122874.541583 + Penalty 3332.630525 = -119541.911058
  nChanged 18
		SP:Iteration 3Q (3010.710000 sec): 3 clusters
  Score: Raw -122910.629772 + Penalty 3332.630525 = -119577.999247
  nChanged 16
		SP:Iteration 4Q (3010.710000 sec): 3 clusters
  Score: Raw -122930.234702 + Penalty 3332.630525 = -119597.604177
  nChanged 4
		SP:Iteration 5Q (3010.720000 sec): 3 clusters
  Score: Raw -122934.051399 + Penalty 3332.630525 = -119601.420875
  nChanged 4
		SP:Iteration 6Q (3010.720000 sec): 3 clusters
  Score: Raw -122936.793869 + Penalty 3332.630525 = -119604.163344
  nChanged 4
		SP:Iteration 7Q (3010.720000 sec): 3 clusters
  Score: Raw -122945.254341 + Penalty 3332.630525 = -119612.623816
  nChanged 7
		SP:Iteration 8Q (3010.730000 sec): 3 clusters
  Score: Raw -122951.196779 + Penalty 3332.630525 = -119618.566254
  nChanged 4
		SP:Iteration 9Q (3010.730000 sec): 3 clusters
  Score: Raw -122954.513815 + Penalty 3332.630525 = -119621.883290
  nChanged 0
		SP:Iteration 10F (3010.730000 sec): 3 clusters
  Score: Raw -122954.513815 + Penalty 3332.630525 = -119621.883290
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3010.740000 sec): 2 clusters
  Score: Raw -179904.369306 + Penalty 1762.234960 = -178142.134345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3010.740000 sec): 3 clusters
  Score: Raw -179550.976430 + Penalty 3524.469920 = -176026.506510
  nChanged 318
		SP:Iteration 1F (3010.750000 sec): 3 clusters
  Score: Raw -179840.285299 + Penalty 3524.469920 = -176315.815378
  nChanged 77
		SP:Iteration 2F (3010.750000 sec): 3 clusters
  Score: Raw -179940.870083 + Penalty 3524.469920 = -176416.400163
  nChanged 52
		SP:Iteration 3Q (3010.760000 sec): 3 clusters
  Score: Raw -180052.597899 + Penalty 3524.469920 = -176528.127979
  nChanged 49
		SP:Iteration 4Q (3010.760000 sec): 3 clusters
  Score: Raw -180139.148989 + Penalty 3524.469920 = -176614.679069
  nChanged 40
		SP:Iteration 5Q (3010.770000 sec): 3 clusters
  Score: Raw -180203.345668 + Penalty 3524.469920 = -176678.875748
  nChanged 40
		SP:Iteration 6Q (3010.770000 sec): 3 clusters
  Score: Raw -180264.988909 + Penalty 3524.469920 = -176740.518989
  nChanged 34
		SP:Iteration 7Q (3010.780000 sec): 3 clusters
  Score: Raw -180306.593399 + Penalty 3524.469920 = -176782.123478
  nChanged 27
		SP:Iteration 8Q (3010.780000 sec): 3 clusters
  Score: Raw -180360.116383 + Penalty 3524.469920 = -176835.646463
  nChanged 22
		SP:Iteration 9Q (3010.790000 sec): 3 clusters
  Score: Raw -180388.766076 + Penalty 3524.469920 = -176864.296155
  nChanged 20
		SP:Iteration 10Q (3010.790000 sec): 3 clusters
  Score: Raw -180421.995615 + Penalty 3524.469920 = -176897.525695
  nChanged 21
		SP:Iteration 11Q (3010.790000 sec): 3 clusters
  Score: Raw -180449.547826 + Penalty 3524.469920 = -176925.077905
  nChanged 19
		SP:Iteration 12Q (3010.800000 sec): 3 clusters
  Score: Raw -180480.141792 + Penalty 3524.469920 = -176955.671872
  nChanged 12
		SP:Iteration 13Q (3010.810000 sec): 3 clusters
  Score: Raw -180495.959215 + Penalty 3524.469920 = -176971.489294
  nChanged 12
		SP:Iteration 14Q (3010.810000 sec): 3 clusters
  Score: Raw -180508.712788 + Penalty 3524.469920 = -176984.242868
  nChanged 16
		SP:Iteration 15Q (3010.810000 sec): 3 clusters
  Score: Raw -180527.084019 + Penalty 3524.469920 = -177002.614099
  nChanged 9
		SP:Iteration 16Q (3010.820000 sec): 3 clusters
  Score: Raw -180537.504647 + Penalty 3524.469920 = -177013.034727
  nChanged 8
		SP:Iteration 17Q (3010.820000 sec): 3 clusters
  Score: Raw -180546.861153 + Penalty 3524.469920 = -177022.391233
  nChanged 5
		SP:Iteration 18Q (3010.830000 sec): 3 clusters
  Score: Raw -180551.449959 + Penalty 3524.469920 = -177026.980039
  nChanged 5
		SP:Iteration 19Q (3010.830000 sec): 3 clusters
  Score: Raw -180558.029417 + Penalty 3524.469920 = -177033.559497
  nChanged 1
		SP:Iteration 20F (3010.840000 sec): 3 clusters
  Score: Raw -180558.829379 + Penalty 3524.469920 = -177034.359459
  nChanged 1
		SP:Iteration 21Q (3010.840000 sec): 3 clusters
  Score: Raw -180559.537263 + Penalty 3524.469920 = -177035.067343
  nChanged 3
		SP:Iteration 22Q (3010.850000 sec): 3 clusters
  Score: Raw -180572.697001 + Penalty 3524.469920 = -177048.227081
  nChanged 3
		SP:Iteration 23Q (3010.850000 sec): 3 clusters
  Score: Raw -180576.252687 + Penalty 3524.469920 = -177051.782767
  nChanged 1
		SP:Iteration 24Q (3010.850000 sec): 3 clusters
  Score: Raw -180578.554696 + Penalty 3524.469920 = -177054.084776
  nChanged 3
		SP:Iteration 25Q (3010.860000 sec): 3 clusters
  Score: Raw -180587.326782 + Penalty 3524.469920 = -177062.856861
  nChanged 4
		SP:Iteration 26Q (3010.860000 sec): 3 clusters
  Score: Raw -180595.191572 + Penalty 3524.469920 = -177070.721652
  nChanged 5
		SP:Iteration 27Q (3010.870000 sec): 3 clusters
  Score: Raw -180601.603918 + Penalty 3524.469920 = -177077.133998
  nChanged 4
		SP:Iteration 28Q (3010.870000 sec): 3 clusters
  Score: Raw -180607.852864 + Penalty 3524.469920 = -177083.382943
  nChanged 4
		SP:Iteration 29Q (3010.870000 sec): 3 clusters
  Score: Raw -180611.599987 + Penalty 3524.469920 = -177087.130067
  nChanged 5
		SP:Iteration 30Q (3010.880000 sec): 3 clusters
  Score: Raw -180615.634516 + Penalty 3524.469920 = -177091.164596
  nChanged 2
		SP:Iteration 31Q (3010.890000 sec): 3 clusters
  Score: Raw -180622.481099 + Penalty 3524.469920 = -177098.011179
  nChanged 2
		SP:Iteration 32Q (3010.890000 sec): 3 clusters
  Score: Raw -180624.496903 + Penalty 3524.469920 = -177100.026983
  nChanged 1
		SP:Iteration 33Q (3010.890000 sec): 3 clusters
  Score: Raw -180625.814827 + Penalty 3524.469920 = -177101.344907
  nChanged 2
		SP:Iteration 34Q (3010.900000 sec): 3 clusters
  Score: Raw -180630.637098 + Penalty 3524.469920 = -177106.167178
  nChanged 3
		SP:Iteration 35Q (3010.900000 sec): 3 clusters
  Score: Raw -180635.915886 + Penalty 3524.469920 = -177111.445965
  nChanged 3
		SP:Iteration 36Q (3010.910000 sec): 3 clusters
  Score: Raw -180639.541183 + Penalty 3524.469920 = -177115.071263
  nChanged 5
		SP:Iteration 37Q (3010.910000 sec): 3 clusters
  Score: Raw -180646.314628 + Penalty 3524.469920 = -177121.844708
  nChanged 5
		SP:Iteration 38Q (3010.910000 sec): 3 clusters
  Score: Raw -180654.169808 + Penalty 3524.469920 = -177129.699887
  nChanged 4
		SP:Iteration 39Q (3010.920000 sec): 3 clusters
  Score: Raw -180660.662659 + Penalty 3524.469920 = -177136.192739
  nChanged 5
		SP:Iteration 40F (3010.920000 sec): 3 clusters
  Score: Raw -180666.365199 + Penalty 3524.469920 = -177141.895279
  nChanged 4
		SP:Iteration 41Q (3010.930000 sec): 3 clusters
  Score: Raw -180669.495774 + Penalty 3524.469920 = -177145.025854
  nChanged 2
		SP:Iteration 42Q (3010.930000 sec): 3 clusters
  Score: Raw -180671.590573 + Penalty 3524.469920 = -177147.120653
  nChanged 1
		SP:Iteration 43Q (3010.940000 sec): 3 clusters
  Score: Raw -180672.035922 + Penalty 3524.469920 = -177147.566002
  nChanged 2
		SP:Iteration 44Q (3010.940000 sec): 3 clusters
  Score: Raw -180674.542113 + Penalty 3524.469920 = -177150.072193
  nChanged 2
		SP:Iteration 45Q (3010.950000 sec): 3 clusters
  Score: Raw -180676.391196 + Penalty 3524.469920 = -177151.921275
  nChanged 0
		SP:Iteration 46F (3010.950000 sec): 3 clusters
  Score: Raw -180676.391196 + Penalty 3524.469920 = -177151.921275
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3010.950000 sec): 2 clusters
  Score: Raw -22540.062065 + Penalty 1297.314937 = -21242.747128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3010.950000 sec): 3 clusters
  Score: Raw -22854.968678 + Penalty 2594.629874 = -20260.338804
  nChanged 26
		SP:Iteration 1F (3010.950000 sec): 3 clusters
  Score: Raw -23003.305228 + Penalty 2594.629874 = -20408.675354
  nChanged 10
		SP:Iteration 2F (3010.950000 sec): 3 clusters
  Score: Raw -23048.037317 + Penalty 2594.629874 = -20453.407443
  nChanged 5
		SP:Iteration 3Q (3010.950000 sec): 3 clusters
  Score: Raw -23077.464398 + Penalty 2594.629874 = -20482.834524
  nChanged 4
		SP:Iteration 4Q (3010.960000 sec): 3 clusters
  Score: Raw -23178.489560 + Penalty 2594.629874 = -20583.859686
  nChanged 3
		SP:Iteration 5Q (3010.960000 sec): 3 clusters
  Score: Raw -23191.996654 + Penalty 2594.629874 = -20597.366780
  nChanged 2
		SP:Iteration 6Q (3010.960000 sec): 3 clusters
  Score: Raw -23203.638441 + Penalty 2594.629874 = -20609.008567
  nChanged 0
		SP:Iteration 7F (3010.960000 sec): 3 clusters
  Score: Raw -23203.638441 + Penalty 2594.629874 = -20609.008567
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (2808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3010.970000 sec): 2 clusters
  Score: Raw -412082.647571 + Penalty 1969.176486 = -410113.471085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3010.980000 sec): 3 clusters
  Score: Raw -410926.325514 + Penalty 3938.352972 = -406987.972543
  nChanged 957
		SP:Iteration 1F (3010.990000 sec): 3 clusters
  Score: Raw -411614.299857 + Penalty 3938.352972 = -407675.946885
  nChanged 224
		SP:Iteration 2F (3011.010000 sec): 3 clusters
  Score: Raw -411825.697696 + Penalty 3938.352972 = -407887.344724
  nChanged 153
		SP:Iteration 3F (3011.010000 sec): 3 clusters
  Score: Raw -411959.481683 + Penalty 3938.352972 = -408021.128711
  nChanged 114
		SP:Iteration 4Q (3011.030000 sec): 3 clusters
  Score: Raw -412075.596595 + Penalty 3938.352972 = -408137.243624
  nChanged 118
		SP:Iteration 5Q (3011.040000 sec): 3 clusters
  Score: Raw -412179.765664 + Penalty 3938.352972 = -408241.412693
  nChanged 110
		SP:Iteration 6Q (3011.050000 sec): 3 clusters
  Score: Raw -412279.978623 + Penalty 3938.352972 = -408341.625651
  nChanged 102
		SP:Iteration 7Q (3011.060000 sec): 3 clusters
  Score: Raw -412388.190535 + Penalty 3938.352972 = -408449.837563
  nChanged 102
		SP:Iteration 8Q (3011.070000 sec): 3 clusters
  Score: Raw -412474.260300 + Penalty 3938.352972 = -408535.907329
  nChanged 67
		SP:Iteration 9Q (3011.080000 sec): 3 clusters
  Score: Raw -412538.301719 + Penalty 3938.352972 = -408599.948747
  nChanged 65
		SP:Iteration 10Q (3011.090000 sec): 3 clusters
  Score: Raw -412595.696514 + Penalty 3938.352972 = -408657.343542
  nChanged 67
		SP:Iteration 11Q (3011.100000 sec): 3 clusters
  Score: Raw -412655.277915 + Penalty 3938.352972 = -408716.924944
  nChanged 57
		SP:Iteration 12Q (3011.110000 sec): 3 clusters
  Score: Raw -412713.104544 + Penalty 3938.352972 = -408774.751572
  nChanged 59
		SP:Iteration 13Q (3011.130000 sec): 3 clusters
  Score: Raw -412779.311291 + Penalty 3938.352972 = -408840.958319
  nChanged 54
		SP:Iteration 14Q (3011.130000 sec): 3 clusters
  Score: Raw -412838.164107 + Penalty 3938.352972 = -408899.811135
  nChanged 37
		SP:Iteration 15Q (3011.150000 sec): 3 clusters
  Score: Raw -412883.158313 + Penalty 3938.352972 = -408944.805341
  nChanged 33
		SP:Iteration 16Q (3011.150000 sec): 3 clusters
  Score: Raw -412913.173834 + Penalty 3938.352972 = -408974.820863
  nChanged 17
		SP:Iteration 17Q (3011.170000 sec): 3 clusters
  Score: Raw -412933.658274 + Penalty 3938.352972 = -408995.305303
  nChanged 12
		SP:Iteration 18Q (3011.170000 sec): 3 clusters
  Score: Raw -412944.666310 + Penalty 3938.352972 = -409006.313338
  nChanged 14
		SP:Iteration 19Q (3011.180000 sec): 3 clusters
  Score: Raw -412955.346695 + Penalty 3938.352972 = -409016.993724
  nChanged 10
		SP:Iteration 20F (3011.190000 sec): 3 clusters
  Score: Raw -412963.831836 + Penalty 3938.352972 = -409025.478865
  nChanged 7
		SP:Iteration 21Q (3011.210000 sec): 3 clusters
  Score: Raw -412968.261543 + Penalty 3938.352972 = -409029.908571
  nChanged 3
		SP:Iteration 22Q (3011.210000 sec): 3 clusters
  Score: Raw -412970.622627 + Penalty 3938.352972 = -409032.269656
  nChanged 5
		SP:Iteration 23Q (3011.220000 sec): 3 clusters
  Score: Raw -412973.343977 + Penalty 3938.352972 = -409034.991005
  nChanged 0
		SP:Iteration 24F (3011.230000 sec): 3 clusters
  Score: Raw -412973.343977 + Penalty 3938.352972 = -409034.991005
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3011.240000 sec): 2 clusters
  Score: Raw -77809.852459 + Penalty 1571.093454 = -76238.759005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3011.240000 sec): 3 clusters
  Score: Raw -77855.282703 + Penalty 3142.186909 = -74713.095795
  nChanged 137
		SP:Iteration 1F (3011.240000 sec): 3 clusters
  Score: Raw -78294.564687 + Penalty 3142.186909 = -75152.377778
  nChanged 64
		SP:Iteration 2F (3011.250000 sec): 3 clusters
  Score: Raw -78655.506074 + Penalty 3142.186909 = -75513.319165
  nChanged 38
		SP:Iteration 3F (3011.250000 sec): 3 clusters
  Score: Raw -78918.512353 + Penalty 3142.186909 = -75776.325444
  nChanged 27
		SP:Iteration 4Q (3011.250000 sec): 3 clusters
  Score: Raw -79029.113579 + Penalty 3142.186909 = -75886.926670
  nChanged 14
		SP:Iteration 5Q (3011.250000 sec): 3 clusters
  Score: Raw -79081.490402 + Penalty 3142.186909 = -75939.303493
  nChanged 12
		SP:Iteration 6Q (3011.250000 sec): 3 clusters
  Score: Raw -79120.829626 + Penalty 3142.186909 = -75978.642717
  nChanged 10
		SP:Iteration 7Q (3011.250000 sec): 3 clusters
  Score: Raw -79156.781079 + Penalty 3142.186909 = -76014.594171
  nChanged 6
		SP:Iteration 8Q (3011.260000 sec): 3 clusters
  Score: Raw -79170.550591 + Penalty 3142.186909 = -76028.363683
  nChanged 1
		SP:Iteration 9Q (3011.260000 sec): 3 clusters
  Score: Raw -79171.348299 + Penalty 3142.186909 = -76029.161390
  nChanged 1
		SP:Iteration 10Q (3011.260000 sec): 3 clusters
  Score: Raw -79178.106151 + Penalty 3142.186909 = -76035.919242
  nChanged 0
		SP:Iteration 11F (3011.260000 sec): 3 clusters
  Score: Raw -79178.106151 + Penalty 3142.186909 = -76035.919242
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3011.330000 sec): 2 clusters
  Score: Raw -2464024.121161 + Penalty 2427.443022 = -2461596.678139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3011.410000 sec): 3 clusters
  Score: Raw -2453763.286573 + Penalty 4854.886044 = -2448908.400530
  nChanged 7740
		SP:Iteration 1F (3011.480000 sec): 3 clusters
  Score: Raw -2458021.881025 + Penalty 4854.886044 = -2453166.994982
  nChanged 1092
		SP:Iteration 2F (3011.550000 sec): 3 clusters
  Score: Raw -2458629.249144 + Penalty 4854.886044 = -2453774.363101
  nChanged 1061
		SP:Iteration 3F (3011.620000 sec): 3 clusters
  Score: Raw -2459196.722173 + Penalty 4854.886044 = -2454341.836130
  nChanged 974
		SP:Iteration 4F (3011.700000 sec): 3 clusters
  Score: Raw -2459710.643503 + Penalty 4854.886044 = -2454855.757459
  nChanged 931
		SP:Iteration 5F (3011.770000 sec): 3 clusters
  Score: Raw -2460184.109908 + Penalty 4854.886044 = -2455329.223864
  nChanged 846
		SP:Iteration 6Q (3011.850000 sec): 3 clusters
  Score: Raw -2460578.623832 + Penalty 4854.886044 = -2455723.737788
  nChanged 722
		SP:Iteration 7Q (3011.920000 sec): 3 clusters
  Score: Raw -2460913.765835 + Penalty 4854.886044 = -2456058.879791
  nChanged 652
		SP:Iteration 8Q (3012.000000 sec): 3 clusters
  Score: Raw -2461197.062001 + Penalty 4854.886044 = -2456342.175958
  nChanged 586
		SP:Iteration 9Q (3012.070000 sec): 3 clusters
  Score: Raw -2461453.233288 + Penalty 4854.886044 = -2456598.347245
  nChanged 545
		SP:Iteration 10Q (3012.150000 sec): 3 clusters
  Score: Raw -2461690.379365 + Penalty 4854.886044 = -2456835.493321
  nChanged 479
		SP:Iteration 11Q (3012.220000 sec): 3 clusters
  Score: Raw -2461896.637871 + Penalty 4854.886044 = -2457041.751828
  nChanged 468
		SP:Iteration 12Q (3012.290000 sec): 3 clusters
  Score: Raw -2462078.870837 + Penalty 4854.886044 = -2457223.984793
  nChanged 375
		SP:Iteration 13Q (3012.370000 sec): 3 clusters
  Score: Raw -2462219.077126 + Penalty 4854.886044 = -2457364.191082
  nChanged 349
		SP:Iteration 14Q (3012.440000 sec): 3 clusters
  Score: Raw -2462330.762838 + Penalty 4854.886044 = -2457475.876794
  nChanged 263
		SP:Iteration 15Q (3012.510000 sec): 3 clusters
  Score: Raw -2462407.446399 + Penalty 4854.886044 = -2457552.560355
  nChanged 250
		SP:Iteration 16Q (3012.580000 sec): 3 clusters
  Score: Raw -2462474.625078 + Penalty 4854.886044 = -2457619.739034
  nChanged 192
		SP:Iteration 17Q (3012.650000 sec): 3 clusters
  Score: Raw -2462522.266373 + Penalty 4854.886044 = -2457667.380329
  nChanged 163
		SP:Iteration 18Q (3012.720000 sec): 3 clusters
  Score: Raw -2462557.974300 + Penalty 4854.886044 = -2457703.088256
  nChanged 120
		SP:Iteration 19Q (3012.800000 sec): 3 clusters
  Score: Raw -2462580.396780 + Penalty 4854.886044 = -2457725.510736
  nChanged 108
		SP:Iteration 20F (3012.870000 sec): 3 clusters
  Score: Raw -2462598.381671 + Penalty 4854.886044 = -2457743.495628
  nChanged 97
		SP:Iteration 21Q (3012.940000 sec): 3 clusters
  Score: Raw -2462616.432680 + Penalty 4854.886044 = -2457761.546636
  nChanged 95
		SP:Iteration 22Q (3013.010000 sec): 3 clusters
  Score: Raw -2462634.022494 + Penalty 4854.886044 = -2457779.136451
  nChanged 101
		SP:Iteration 23Q (3013.080000 sec): 3 clusters
  Score: Raw -2462653.546838 + Penalty 4854.886044 = -2457798.660794
  nChanged 85
		SP:Iteration 24Q (3013.150000 sec): 3 clusters
  Score: Raw -2462668.151598 + Penalty 4854.886044 = -2457813.265554
  nChanged 91
		SP:Iteration 25Q (3013.220000 sec): 3 clusters
  Score: Raw -2462687.143552 + Penalty 4854.886044 = -2457832.257508
  nChanged 115
		SP:Iteration 26Q (3013.280000 sec): 3 clusters
  Score: Raw -2462711.700586 + Penalty 4854.886044 = -2457856.814543
  nChanged 123
		SP:Iteration 27Q (3013.360000 sec): 3 clusters
  Score: Raw -2462742.122350 + Penalty 4854.886044 = -2457887.236307
  nChanged 133
		SP:Iteration 28Q (3013.420000 sec): 3 clusters
  Score: Raw -2462776.665634 + Penalty 4854.886044 = -2457921.779590
  nChanged 133
		SP:Iteration 29Q (3013.490000 sec): 3 clusters
  Score: Raw -2462812.762874 + Penalty 4854.886044 = -2457957.876831
  nChanged 156
		SP:Iteration 30Q (3013.560000 sec): 3 clusters
  Score: Raw -2462861.308112 + Penalty 4854.886044 = -2458006.422069
  nChanged 174
		SP:Iteration 31Q (3013.640000 sec): 3 clusters
  Score: Raw -2462918.697555 + Penalty 4854.886044 = -2458063.811512
  nChanged 184
		SP:Iteration 32Q (3013.710000 sec): 3 clusters
  Score: Raw -2462977.378394 + Penalty 4854.886044 = -2458122.492350
  nChanged 182
		SP:Iteration 33Q (3013.780000 sec): 3 clusters
  Score: Raw -2463035.231268 + Penalty 4854.886044 = -2458180.345224
  nChanged 185
		SP:Iteration 34Q (3013.850000 sec): 3 clusters
  Score: Raw -2463088.052037 + Penalty 4854.886044 = -2458233.165993
  nChanged 180
		SP:Iteration 35Q (3013.920000 sec): 3 clusters
  Score: Raw -2463145.568644 + Penalty 4854.886044 = -2458290.682600
  nChanged 174
		SP:Iteration 36Q (3013.990000 sec): 3 clusters
  Score: Raw -2463201.513908 + Penalty 4854.886044 = -2458346.627865
  nChanged 165
		SP:Iteration 37Q (3014.060000 sec): 3 clusters
  Score: Raw -2463253.405925 + Penalty 4854.886044 = -2458398.519882
  nChanged 173
		SP:Iteration 38Q (3014.130000 sec): 3 clusters
  Score: Raw -2463301.661200 + Penalty 4854.886044 = -2458446.775156
  nChanged 150
		SP:Iteration 39Q (3014.200000 sec): 3 clusters
  Score: Raw -2463341.278415 + Penalty 4854.886044 = -2458486.392371
  nChanged 138
		SP:Iteration 40F (3014.270000 sec): 3 clusters
  Score: Raw -2463376.520192 + Penalty 4854.886044 = -2458521.634148
  nChanged 144
		SP:Iteration 41Q (3014.340000 sec): 3 clusters
  Score: Raw -2463413.259971 + Penalty 4854.886044 = -2458558.373927
  nChanged 136
		SP:Iteration 42Q (3014.400000 sec): 3 clusters
  Score: Raw -2463447.335626 + Penalty 4854.886044 = -2458592.449583
  nChanged 145
		SP:Iteration 43Q (3014.470000 sec): 3 clusters
  Score: Raw -2463484.753487 + Penalty 4854.886044 = -2458629.867444
  nChanged 141
		SP:Iteration 44Q (3014.540000 sec): 3 clusters
  Score: Raw -2463523.515923 + Penalty 4854.886044 = -2458668.629879
  nChanged 143
		SP:Iteration 45Q (3014.600000 sec): 3 clusters
  Score: Raw -2463563.325199 + Penalty 4854.886044 = -2458708.439155
  nChanged 145
		SP:Iteration 46Q (3014.670000 sec): 3 clusters
  Score: Raw -2463605.466930 + Penalty 4854.886044 = -2458750.580886
  nChanged 129
		SP:Iteration 47Q (3014.740000 sec): 3 clusters
  Score: Raw -2463641.091249 + Penalty 4854.886044 = -2458786.205206
  nChanged 122
		SP:Iteration 48Q (3014.800000 sec): 3 clusters
  Score: Raw -2463677.956770 + Penalty 4854.886044 = -2458823.070726
  nChanged 114
		SP:Iteration 49Q (3014.870000 sec): 3 clusters
  Score: Raw -2463709.097069 + Penalty 4854.886044 = -2458854.211025
  nChanged 106
		SP:Iteration 50Q (3014.930000 sec): 3 clusters
  Score: Raw -2463737.477583 + Penalty 4854.886044 = -2458882.591540
  nChanged 100
		SP:Iteration 51Q (3014.990000 sec): 3 clusters
  Score: Raw -2463766.400642 + Penalty 4854.886044 = -2458911.514599
  nChanged 112
		SP:Iteration 52Q (3015.060000 sec): 3 clusters
  Score: Raw -2463799.075403 + Penalty 4854.886044 = -2458944.189359
  nChanged 100
		SP:Iteration 53Q (3015.120000 sec): 3 clusters
  Score: Raw -2463825.051706 + Penalty 4854.886044 = -2458970.165662
  nChanged 102
		SP:Iteration 54Q (3015.180000 sec): 3 clusters
  Score: Raw -2463848.275571 + Penalty 4854.886044 = -2458993.389527
  nChanged 79
		SP:Iteration 55Q (3015.250000 sec): 3 clusters
  Score: Raw -2463868.341904 + Penalty 4854.886044 = -2459013.455860
  nChanged 96
		SP:Iteration 56Q (3015.310000 sec): 3 clusters
  Score: Raw -2463891.092818 + Penalty 4854.886044 = -2459036.206775
  nChanged 87
		SP:Iteration 57Q (3015.380000 sec): 3 clusters
  Score: Raw -2463913.619705 + Penalty 4854.886044 = -2459058.733661
  nChanged 95
		SP:Iteration 58Q (3015.440000 sec): 3 clusters
  Score: Raw -2463940.135628 + Penalty 4854.886044 = -2459085.249585
  nChanged 94
		SP:Iteration 59Q (3015.500000 sec): 3 clusters
  Score: Raw -2463969.888129 + Penalty 4854.886044 = -2459115.002085
  nChanged 90
		SP:Iteration 60F (3015.570000 sec): 3 clusters
  Score: Raw -2463994.466963 + Penalty 4854.886044 = -2459139.580920
  nChanged 87
		SP:Iteration 61Q (3015.640000 sec): 3 clusters
  Score: Raw -2464019.471206 + Penalty 4854.886044 = -2459164.585163
  nChanged 90
		SP:Iteration 62Q (3015.700000 sec): 3 clusters
  Score: Raw -2464044.799957 + Penalty 4854.886044 = -2459189.913913
  nChanged 79
		SP:Iteration 63Q (3015.760000 sec): 3 clusters
  Score: Raw -2464062.682435 + Penalty 4854.886044 = -2459207.796391
  nChanged 63
		SP:Iteration 64Q (3015.830000 sec): 3 clusters
  Score: Raw -2464074.893969 + Penalty 4854.886044 = -2459220.007926
  nChanged 55
		SP:Iteration 65Q (3015.890000 sec): 3 clusters
  Score: Raw -2464087.234008 + Penalty 4854.886044 = -2459232.347965
  nChanged 63
		SP:Iteration 66Q (3015.950000 sec): 3 clusters
  Score: Raw -2464102.447094 + Penalty 4854.886044 = -2459247.561050
  nChanged 56
		SP:Iteration 67Q (3016.020000 sec): 3 clusters
  Score: Raw -2464115.366670 + Penalty 4854.886044 = -2459260.480626
  nChanged 37
		SP:Iteration 68Q (3016.080000 sec): 3 clusters
  Score: Raw -2464123.770331 + Penalty 4854.886044 = -2459268.884287
  nChanged 31
		SP:Iteration 69Q (3016.140000 sec): 3 clusters
  Score: Raw -2464130.814138 + Penalty 4854.886044 = -2459275.928094
  nChanged 31
		SP:Iteration 70Q (3016.200000 sec): 3 clusters
  Score: Raw -2464136.424624 + Penalty 4854.886044 = -2459281.538580
  nChanged 35
		SP:Iteration 71Q (3016.270000 sec): 3 clusters
  Score: Raw -2464144.844959 + Penalty 4854.886044 = -2459289.958916
  nChanged 34
		SP:Iteration 72Q (3016.330000 sec): 3 clusters
  Score: Raw -2464150.887228 + Penalty 4854.886044 = -2459296.001184
  nChanged 29
		SP:Iteration 73Q (3016.390000 sec): 3 clusters
  Score: Raw -2464156.155895 + Penalty 4854.886044 = -2459301.269851
  nChanged 26
		SP:Iteration 74Q (3016.450000 sec): 3 clusters
  Score: Raw -2464160.732015 + Penalty 4854.886044 = -2459305.845971
  nChanged 27
		SP:Iteration 75Q (3016.510000 sec): 3 clusters
  Score: Raw -2464166.774834 + Penalty 4854.886044 = -2459311.888791
  nChanged 33
		SP:Iteration 76Q (3016.570000 sec): 3 clusters
  Score: Raw -2464173.694714 + Penalty 4854.886044 = -2459318.808670
  nChanged 24
		SP:Iteration 77Q (3016.630000 sec): 3 clusters
  Score: Raw -2464178.783961 + Penalty 4854.886044 = -2459323.897917
  nChanged 20
		SP:Iteration 78Q (3016.690000 sec): 3 clusters
  Score: Raw -2464182.114238 + Penalty 4854.886044 = -2459327.228194
  nChanged 23
		SP:Iteration 79Q (3016.750000 sec): 3 clusters
  Score: Raw -2464185.489085 + Penalty 4854.886044 = -2459330.603041
  nChanged 23
		SP:Iteration 80F (3016.820000 sec): 3 clusters
  Score: Raw -2464189.169858 + Penalty 4854.886044 = -2459334.283815
  nChanged 19
		SP:Iteration 81Q (3016.880000 sec): 3 clusters
  Score: Raw -2464192.250782 + Penalty 4854.886044 = -2459337.364738
  nChanged 17
		SP:Iteration 82Q (3016.940000 sec): 3 clusters
  Score: Raw -2464195.468837 + Penalty 4854.886044 = -2459340.582794
  nChanged 19
		SP:Iteration 83Q (3017.000000 sec): 3 clusters
  Score: Raw -2464199.421102 + Penalty 4854.886044 = -2459344.535058
  nChanged 14
		SP:Iteration 84Q (3017.060000 sec): 3 clusters
  Score: Raw -2464201.808884 + Penalty 4854.886044 = -2459346.922841
  nChanged 14
		SP:Iteration 85Q (3017.120000 sec): 3 clusters
  Score: Raw -2464204.798260 + Penalty 4854.886044 = -2459349.912217
  nChanged 18
		SP:Iteration 86Q (3017.170000 sec): 3 clusters
  Score: Raw -2464208.117422 + Penalty 4854.886044 = -2459353.231378
  nChanged 12
		SP:Iteration 87Q (3017.240000 sec): 3 clusters
  Score: Raw -2464210.454049 + Penalty 4854.886044 = -2459355.568005
  nChanged 6
		SP:Iteration 88Q (3017.300000 sec): 3 clusters
  Score: Raw -2464211.659799 + Penalty 4854.886044 = -2459356.773755
  nChanged 8
		SP:Iteration 89Q (3017.360000 sec): 3 clusters
  Score: Raw -2464213.143982 + Penalty 4854.886044 = -2459358.257938
  nChanged 9
		SP:Iteration 90Q (3017.420000 sec): 3 clusters
  Score: Raw -2464215.047706 + Penalty 4854.886044 = -2459360.161662
  nChanged 13
		SP:Iteration 91Q (3017.490000 sec): 3 clusters
  Score: Raw -2464217.230065 + Penalty 4854.886044 = -2459362.344021
  nChanged 8
		SP:Iteration 92Q (3017.550000 sec): 3 clusters
  Score: Raw -2464219.129124 + Penalty 4854.886044 = -2459364.243080
  nChanged 16
		SP:Iteration 93Q (3017.610000 sec): 3 clusters
  Score: Raw -2464222.452040 + Penalty 4854.886044 = -2459367.565996
  nChanged 12
		SP:Iteration 94Q (3017.670000 sec): 3 clusters
  Score: Raw -2464224.397139 + Penalty 4854.886044 = -2459369.511096
  nChanged 9
		SP:Iteration 95Q (3017.730000 sec): 3 clusters
  Score: Raw -2464226.096682 + Penalty 4854.886044 = -2459371.210638
  nChanged 10
		SP:Iteration 96Q (3017.790000 sec): 3 clusters
  Score: Raw -2464227.503896 + Penalty 4854.886044 = -2459372.617852
  nChanged 7
		SP:Iteration 97Q (3017.850000 sec): 3 clusters
  Score: Raw -2464229.028880 + Penalty 4854.886044 = -2459374.142836
  nChanged 9
		SP:Iteration 98Q (3017.910000 sec): 3 clusters
  Score: Raw -2464231.186190 + Penalty 4854.886044 = -2459376.300146
  nChanged 8
		SP:Iteration 99Q (3017.970000 sec): 3 clusters
  Score: Raw -2464232.411819 + Penalty 4854.886044 = -2459377.525775
  nChanged 5
		SP:Iteration 100F (3018.040000 sec): 3 clusters
  Score: Raw -2464232.818144 + Penalty 4854.886044 = -2459377.932100
  nChanged 2
		SP:Iteration 101Q (3018.100000 sec): 3 clusters
  Score: Raw -2464233.111791 + Penalty 4854.886044 = -2459378.225748
  nChanged 2
		SP:Iteration 102Q (3018.160000 sec): 3 clusters
  Score: Raw -2464233.577550 + Penalty 4854.886044 = -2459378.691506
  nChanged 2
		SP:Iteration 103Q (3018.220000 sec): 3 clusters
  Score: Raw -2464233.909984 + Penalty 4854.886044 = -2459379.023940
  nChanged 5
		SP:Iteration 104Q (3018.270000 sec): 3 clusters
  Score: Raw -2464234.331085 + Penalty 4854.886044 = -2459379.445041
  nChanged 2
		SP:Iteration 105Q (3018.330000 sec): 3 clusters
  Score: Raw -2464234.680078 + Penalty 4854.886044 = -2459379.794034
  nChanged 5
		SP:Iteration 106Q (3018.390000 sec): 3 clusters
  Score: Raw -2464236.035582 + Penalty 4854.886044 = -2459381.149538
  nChanged 3
		SP:Iteration 107Q (3018.450000 sec): 3 clusters
  Score: Raw -2464236.478109 + Penalty 4854.886044 = -2459381.592065
  nChanged 0
		SP:Iteration 108F (3018.520000 sec): 3 clusters
  Score: Raw -2464236.478109 + Penalty 4854.886044 = -2459381.592065
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3018.550000 sec): 2 clusters
  Score: Raw -1055727.530065 + Penalty 2202.523122 = -1053525.006944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3018.580000 sec): 3 clusters
  Score: Raw -1052032.042671 + Penalty 4405.046243 = -1047626.996428
  nChanged 2867
		SP:Iteration 1F (3018.610000 sec): 3 clusters
  Score: Raw -1053644.306241 + Penalty 4405.046243 = -1049239.259998
  nChanged 537
		SP:Iteration 2F (3018.640000 sec): 3 clusters
  Score: Raw -1053971.827346 + Penalty 4405.046243 = -1049566.781102
  nChanged 404
		SP:Iteration 3F (3018.670000 sec): 3 clusters
  Score: Raw -1054211.994885 + Penalty 4405.046243 = -1049806.948641
  nChanged 359
		SP:Iteration 4Q (3018.690000 sec): 3 clusters
  Score: Raw -1054425.446296 + Penalty 4405.046243 = -1050020.400053
  nChanged 346
		SP:Iteration 5Q (3018.720000 sec): 3 clusters
  Score: Raw -1054643.045556 + Penalty 4405.046243 = -1050237.999313
  nChanged 298
		SP:Iteration 6Q (3018.750000 sec): 3 clusters
  Score: Raw -1054812.994523 + Penalty 4405.046243 = -1050407.948280
  nChanged 259
		SP:Iteration 7Q (3018.780000 sec): 3 clusters
  Score: Raw -1054978.562927 + Penalty 4405.046243 = -1050573.516683
  nChanged 250
		SP:Iteration 8Q (3018.810000 sec): 3 clusters
  Score: Raw -1055139.845023 + Penalty 4405.046243 = -1050734.798780
  nChanged 228
		SP:Iteration 9Q (3018.840000 sec): 3 clusters
  Score: Raw -1055288.549805 + Penalty 4405.046243 = -1050883.503562
  nChanged 169
		SP:Iteration 10Q (3018.870000 sec): 3 clusters
  Score: Raw -1055401.638513 + Penalty 4405.046243 = -1050996.592270
  nChanged 170
		SP:Iteration 11Q (3018.890000 sec): 3 clusters
  Score: Raw -1055515.579114 + Penalty 4405.046243 = -1051110.532871
  nChanged 152
		SP:Iteration 12Q (3018.920000 sec): 3 clusters
  Score: Raw -1055619.376799 + Penalty 4405.046243 = -1051214.330556
  nChanged 140
		SP:Iteration 13Q (3018.950000 sec): 3 clusters
  Score: Raw -1055735.665381 + Penalty 4405.046243 = -1051330.619137
  nChanged 152
		SP:Iteration 14Q (3018.970000 sec): 3 clusters
  Score: Raw -1055871.897470 + Penalty 4405.046243 = -1051466.851227
  nChanged 128
		SP:Iteration 15Q (3019.000000 sec): 3 clusters
  Score: Raw -1055987.148585 + Penalty 4405.046243 = -1051582.102341
  nChanged 123
		SP:Iteration 16Q (3019.030000 sec): 3 clusters
  Score: Raw -1056093.591671 + Penalty 4405.046243 = -1051688.545428
  nChanged 119
		SP:Iteration 17Q (3019.050000 sec): 3 clusters
  Score: Raw -1056188.084444 + Penalty 4405.046243 = -1051783.038201
  nChanged 93
		SP:Iteration 18Q (3019.080000 sec): 3 clusters
  Score: Raw -1056259.547312 + Penalty 4405.046243 = -1051854.501069
  nChanged 76
		SP:Iteration 19Q (3019.100000 sec): 3 clusters
  Score: Raw -1056313.848865 + Penalty 4405.046243 = -1051908.802622
  nChanged 72
		SP:Iteration 20F (3019.130000 sec): 3 clusters
  Score: Raw -1056355.843133 + Penalty 4405.046243 = -1051950.796890
  nChanged 59
		SP:Iteration 21Q (3019.150000 sec): 3 clusters
  Score: Raw -1056386.553438 + Penalty 4405.046243 = -1051981.507194
  nChanged 55
		SP:Iteration 22Q (3019.180000 sec): 3 clusters
  Score: Raw -1056416.457090 + Penalty 4405.046243 = -1052011.410846
  nChanged 56
		SP:Iteration 23Q (3019.210000 sec): 3 clusters
  Score: Raw -1056442.355946 + Penalty 4405.046243 = -1052037.309703
  nChanged 44
		SP:Iteration 24Q (3019.230000 sec): 3 clusters
  Score: Raw -1056459.589807 + Penalty 4405.046243 = -1052054.543564
  nChanged 32
		SP:Iteration 25Q (3019.260000 sec): 3 clusters
  Score: Raw -1056476.451359 + Penalty 4405.046243 = -1052071.405116
  nChanged 39
		SP:Iteration 26Q (3019.290000 sec): 3 clusters
  Score: Raw -1056493.195009 + Penalty 4405.046243 = -1052088.148766
  nChanged 31
		SP:Iteration 27Q (3019.310000 sec): 3 clusters
  Score: Raw -1056506.782043 + Penalty 4405.046243 = -1052101.735799
  nChanged 25
		SP:Iteration 28Q (3019.330000 sec): 3 clusters
  Score: Raw -1056516.376012 + Penalty 4405.046243 = -1052111.329769
  nChanged 19
		SP:Iteration 29Q (3019.370000 sec): 3 clusters
  Score: Raw -1056524.673228 + Penalty 4405.046243 = -1052119.626985
  nChanged 25
		SP:Iteration 30Q (3019.390000 sec): 3 clusters
  Score: Raw -1056533.821250 + Penalty 4405.046243 = -1052128.775006
  nChanged 23
		SP:Iteration 31Q (3019.410000 sec): 3 clusters
  Score: Raw -1056542.372320 + Penalty 4405.046243 = -1052137.326077
  nChanged 18
		SP:Iteration 32Q (3019.430000 sec): 3 clusters
  Score: Raw -1056549.684027 + Penalty 4405.046243 = -1052144.637784
  nChanged 18
		SP:Iteration 33Q (3019.450000 sec): 3 clusters
  Score: Raw -1056555.590815 + Penalty 4405.046243 = -1052150.544572
  nChanged 12
		SP:Iteration 34Q (3019.470000 sec): 3 clusters
  Score: Raw -1056559.520835 + Penalty 4405.046243 = -1052154.474592
  nChanged 13
		SP:Iteration 35Q (3019.490000 sec): 3 clusters
  Score: Raw -1056563.159637 + Penalty 4405.046243 = -1052158.113394
  nChanged 15
		SP:Iteration 36Q (3019.520000 sec): 3 clusters
  Score: Raw -1056568.731252 + Penalty 4405.046243 = -1052163.685009
  nChanged 11
		SP:Iteration 37Q (3019.540000 sec): 3 clusters
  Score: Raw -1056572.733590 + Penalty 4405.046243 = -1052167.687347
  nChanged 7
		SP:Iteration 38Q (3019.560000 sec): 3 clusters
  Score: Raw -1056574.252878 + Penalty 4405.046243 = -1052169.206635
  nChanged 3
		SP:Iteration 39Q (3019.580000 sec): 3 clusters
  Score: Raw -1056574.770957 + Penalty 4405.046243 = -1052169.724714
  nChanged 2
		SP:Iteration 40F (3019.610000 sec): 3 clusters
  Score: Raw -1056575.678603 + Penalty 4405.046243 = -1052170.632360
  nChanged 1
		SP:Iteration 41Q (3019.630000 sec): 3 clusters
  Score: Raw -1056575.844709 + Penalty 4405.046243 = -1052170.798466
  nChanged 0
		SP:Iteration 42F (3019.650000 sec): 3 clusters
  Score: Raw -1056575.844709 + Penalty 4405.046243 = -1052170.798466
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (100197 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3020.020000 sec): 2 clusters
  Score: Raw -14805464.909092 + Penalty 2855.693595 = -14802609.215497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3020.430000 sec): 3 clusters
  Score: Raw -14741277.289886 + Penalty 5711.387189 = -14735565.902697
  nChanged 47466
		SP:Iteration 1F (3020.800000 sec): 3 clusters
  Score: Raw -14767915.109932 + Penalty 5711.387189 = -14762203.722742
  nChanged 3146
		SP:Iteration 2Q (3021.190000 sec): 3 clusters
  Score: Raw -14768590.218422 + Penalty 5711.387189 = -14762878.831232
  nChanged 3156
		SP:Iteration 3Q (3021.580000 sec): 3 clusters
  Score: Raw -14769337.619807 + Penalty 5711.387189 = -14763626.232618
  nChanged 3395
		SP:Iteration 4Q (3021.970000 sec): 3 clusters
  Score: Raw -14770269.688798 + Penalty 5711.387189 = -14764558.301609
  nChanged 3680
		SP:Iteration 5Q (3022.350000 sec): 3 clusters
  Score: Raw -14771512.990331 + Penalty 5711.387189 = -14765801.603141
  nChanged 4454
		SP:Iteration 6Q (3022.740000 sec): 3 clusters
  Score: Raw -14773373.339783 + Penalty 5711.387189 = -14767661.952593
  nChanged 5384
		SP:Iteration 7F (3023.120000 sec): 3 clusters
  Score: Raw -14776094.818790 + Penalty 5711.387189 = -14770383.431601
  nChanged 6240
		SP:Iteration 8F (3023.490000 sec): 3 clusters
  Score: Raw -14779770.798824 + Penalty 5711.387189 = -14774059.411635
  nChanged 6682
		SP:Iteration 9F (3023.870000 sec): 3 clusters
  Score: Raw -14784247.241068 + Penalty 5711.387189 = -14778535.853878
  nChanged 6550
		SP:Iteration 10F (3024.250000 sec): 3 clusters
  Score: Raw -14789130.973928 + Penalty 5711.387189 = -14783419.586739
  nChanged 6027
		SP:Iteration 11F (3024.660000 sec): 3 clusters
  Score: Raw -14793867.016355 + Penalty 5711.387189 = -14788155.629165
  nChanged 4833
		SP:Iteration 12Q (3025.080000 sec): 3 clusters
  Score: Raw -14797771.170966 + Penalty 5711.387189 = -14792059.783777
  nChanged 3572
		SP:Iteration 13Q (3025.440000 sec): 3 clusters
  Score: Raw -14800629.492879 + Penalty 5711.387189 = -14794918.105690
  nChanged 2447
		SP:Iteration 14Q (3025.780000 sec): 3 clusters
  Score: Raw -14802515.503899 + Penalty 5711.387189 = -14796804.116710
  nChanged 1636
		SP:Iteration 15Q (3026.100000 sec): 3 clusters
  Score: Raw -14803756.865085 + Penalty 5711.387189 = -14798045.477895
  nChanged 1073
		SP:Iteration 16Q (3026.410000 sec): 3 clusters
  Score: Raw -14804588.218361 + Penalty 5711.387189 = -14798876.831172
  nChanged 691
		SP:Iteration 17Q (3026.690000 sec): 3 clusters
  Score: Raw -14805123.413604 + Penalty 5711.387189 = -14799412.026415
  nChanged 418
		SP:Iteration 18Q (3026.970000 sec): 3 clusters
  Score: Raw -14805426.234086 + Penalty 5711.387189 = -14799714.846897
  nChanged 255
		SP:Iteration 19Q (3027.250000 sec): 3 clusters
  Score: Raw -14805610.913600 + Penalty 5711.387189 = -14799899.526410
  nChanged 163
		SP:Iteration 20F (3027.620000 sec): 3 clusters
  Score: Raw -14805731.840069 + Penalty 5711.387189 = -14800020.452879
  nChanged 133
		SP:Iteration 21Q (3027.890000 sec): 3 clusters
  Score: Raw -14805836.819013 + Penalty 5711.387189 = -14800125.431824
  nChanged 106
		SP:Iteration 22Q (3028.160000 sec): 3 clusters
  Score: Raw -14805921.245047 + Penalty 5711.387189 = -14800209.857857
  nChanged 73
		SP:Iteration 23Q (3028.430000 sec): 3 clusters
  Score: Raw -14805971.862631 + Penalty 5711.387189 = -14800260.475442
  nChanged 55
		SP:Iteration 24Q (3028.700000 sec): 3 clusters
  Score: Raw -14806011.081709 + Penalty 5711.387189 = -14800299.694519
  nChanged 33
		SP:Iteration 25Q (3028.970000 sec): 3 clusters
  Score: Raw -14806029.133623 + Penalty 5711.387189 = -14800317.746433
  nChanged 22
		SP:Iteration 26Q (3029.230000 sec): 3 clusters
  Score: Raw -14806039.479977 + Penalty 5711.387189 = -14800328.092787
  nChanged 15
		SP:Iteration 27Q (3029.500000 sec): 3 clusters
  Score: Raw -14806047.086907 + Penalty 5711.387189 = -14800335.699718
  nChanged 11
		SP:Iteration 28Q (3029.760000 sec): 3 clusters
  Score: Raw -14806053.607320 + Penalty 5711.387189 = -14800342.220130
  nChanged 7
		SP:Iteration 29Q (3030.030000 sec): 3 clusters
  Score: Raw -14806057.040285 + Penalty 5711.387189 = -14800345.653096
  nChanged 5
		SP:Iteration 30Q (3030.290000 sec): 3 clusters
  Score: Raw -14806060.148440 + Penalty 5711.387189 = -14800348.761250
  nChanged 6
		SP:Iteration 31Q (3030.560000 sec): 3 clusters
  Score: Raw -14806064.141226 + Penalty 5711.387189 = -14800352.754036
  nChanged 6
		SP:Iteration 32Q (3030.830000 sec): 3 clusters
  Score: Raw -14806068.839245 + Penalty 5711.387189 = -14800357.452055
  nChanged 7
		SP:Iteration 33Q (3031.090000 sec): 3 clusters
  Score: Raw -14806073.610697 + Penalty 5711.387189 = -14800362.223508
  nChanged 7
		SP:Iteration 34Q (3031.360000 sec): 3 clusters
  Score: Raw -14806076.278395 + Penalty 5711.387189 = -14800364.891206
  nChanged 8
		SP:Iteration 35Q (3031.620000 sec): 3 clusters
  Score: Raw -14806080.497278 + Penalty 5711.387189 = -14800369.110089
  nChanged 4
		SP:Iteration 36Q (3031.890000 sec): 3 clusters
  Score: Raw -14806083.063893 + Penalty 5711.387189 = -14800371.676704
  nChanged 4
		SP:Iteration 37Q (3032.150000 sec): 3 clusters
  Score: Raw -14806085.769061 + Penalty 5711.387189 = -14800374.381872
  nChanged 4
		SP:Iteration 38Q (3032.410000 sec): 3 clusters
  Score: Raw -14806087.237561 + Penalty 5711.387189 = -14800375.850372
  nChanged 1
		SP:Iteration 39Q (3032.680000 sec): 3 clusters
  Score: Raw -14806087.638926 + Penalty 5711.387189 = -14800376.251736
  nChanged 0
		SP:Iteration 40F (3033.050000 sec): 3 clusters
  Score: Raw -14806087.638926 + Penalty 5711.387189 = -14800376.251736
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3033.090000 sec): 2 clusters
  Score: Raw -35204.480717 + Penalty 1371.298414 = -33833.182303
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3033.090000 sec): 3 clusters
  Score: Raw -35376.551737 + Penalty 2742.596827 = -32633.954909
  nChanged 15
		SP:Iteration 1F (3033.090000 sec): 3 clusters
  Score: Raw -35417.615390 + Penalty 2742.596827 = -32675.018563
  nChanged 4
		SP:Iteration 2Q (3033.090000 sec): 3 clusters
  Score: Raw -35439.948280 + Penalty 2742.596827 = -32697.351453
  nChanged 4
		SP:Iteration 3Q (3033.090000 sec): 3 clusters
  Score: Raw -35459.508136 + Penalty 2742.596827 = -32716.911309
  nChanged 1
		SP:Iteration 4Q (3033.090000 sec): 3 clusters
  Score: Raw -35461.074896 + Penalty 2742.596827 = -32718.478069
  nChanged 0
		SP:Iteration 5F (3033.090000 sec): 3 clusters
  Score: Raw -35461.074896 + Penalty 2742.596827 = -32718.478069
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (259059 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3033.960000 sec): 2 clusters
  Score: Raw -38340513.913558 + Penalty 3091.273156 = -38337422.640401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3034.940000 sec): 3 clusters
  Score: Raw -38169484.457161 + Penalty 6182.546313 = -38163301.910849
  nChanged 125028
		SP:Iteration 1F (3035.930000 sec): 3 clusters
  Score: Raw -38242767.422981 + Penalty 6182.546313 = -38236584.876668
  nChanged 6033
		SP:Iteration 2Q (3036.940000 sec): 3 clusters
  Score: Raw -38243751.941498 + Penalty 6182.546313 = -38237569.395186
  nChanged 6228
		SP:Iteration 3Q (3037.950000 sec): 3 clusters
  Score: Raw -38244812.687463 + Penalty 6182.546313 = -38238630.141151
  nChanged 6457
		SP:Iteration 4Q (3038.970000 sec): 3 clusters
  Score: Raw -38246052.575136 + Penalty 6182.546313 = -38239870.028823
  nChanged 6938
		SP:Iteration 5Q (3039.990000 sec): 3 clusters
  Score: Raw -38247501.838483 + Penalty 6182.546313 = -38241319.292170
  nChanged 7568
		SP:Iteration 6Q (3041.010000 sec): 3 clusters
  Score: Raw -38249195.974814 + Penalty 6182.546313 = -38243013.428501
  nChanged 8109
		SP:Iteration 7Q (3042.030000 sec): 3 clusters
  Score: Raw -38251183.814306 + Penalty 6182.546313 = -38245001.267994
  nChanged 8392
		SP:Iteration 8Q (3043.030000 sec): 3 clusters
  Score: Raw -38253359.365896 + Penalty 6182.546313 = -38247176.819583
  nChanged 8696
		SP:Iteration 9Q (3044.050000 sec): 3 clusters
  Score: Raw -38255795.438634 + Penalty 6182.546313 = -38249612.892322
  nChanged 8930
		SP:Iteration 10Q (3045.070000 sec): 3 clusters
  Score: Raw -38258439.313025 + Penalty 6182.546313 = -38252256.766713
  nChanged 8933
		SP:Iteration 11Q (3046.080000 sec): 3 clusters
  Score: Raw -38261122.349598 + Penalty 6182.546313 = -38254939.803286
  nChanged 8969
		SP:Iteration 12Q (3047.090000 sec): 3 clusters
  Score: Raw -38263894.524071 + Penalty 6182.546313 = -38257711.977758
  nChanged 8981
		SP:Iteration 13Q (3048.100000 sec): 3 clusters
  Score: Raw -38266803.021149 + Penalty 6182.546313 = -38260620.474836
  nChanged 9294
		SP:Iteration 14Q (3049.120000 sec): 3 clusters
  Score: Raw -38270231.383317 + Penalty 6182.546313 = -38264048.837005
  nChanged 10292
		SP:Iteration 15Q (3050.120000 sec): 3 clusters
  Score: Raw -38274677.901261 + Penalty 6182.546313 = -38268495.354949
  nChanged 11586
		SP:Iteration 16Q (3051.130000 sec): 3 clusters
  Score: Raw -38280548.366140 + Penalty 6182.546313 = -38274365.819828
  nChanged 12599
		SP:Iteration 17Q (3052.140000 sec): 3 clusters
  Score: Raw -38287578.142837 + Penalty 6182.546313 = -38281395.596524
  nChanged 12584
		SP:Iteration 18Q (3053.130000 sec): 3 clusters
  Score: Raw -38295185.795253 + Penalty 6182.546313 = -38289003.248941
  nChanged 11944
		SP:Iteration 19Q (3054.100000 sec): 3 clusters
  Score: Raw -38302699.768691 + Penalty 6182.546313 = -38296517.222379
  nChanged 10504
		SP:Iteration 20F (3055.090000 sec): 3 clusters
  Score: Raw -38309318.422574 + Penalty 6182.546313 = -38303135.876262
  nChanged 8990
		SP:Iteration 21Q (3056.000000 sec): 3 clusters
  Score: Raw -38315039.688948 + Penalty 6182.546313 = -38308857.142635
  nChanged 7790
		SP:Iteration 22Q (3056.860000 sec): 3 clusters
  Score: Raw -38320173.873751 + Penalty 6182.546313 = -38313991.327438
  nChanged 6700
		SP:Iteration 23Q (3057.700000 sec): 3 clusters
  Score: Raw -38324762.264152 + Penalty 6182.546313 = -38318579.717840
  nChanged 5901
		SP:Iteration 24Q (3058.500000 sec): 3 clusters
  Score: Raw -38329032.604730 + Penalty 6182.546313 = -38322850.058417
  nChanged 4906
		SP:Iteration 25Q (3059.280000 sec): 3 clusters
  Score: Raw -38332707.214303 + Penalty 6182.546313 = -38326524.667991
  nChanged 3899
		SP:Iteration 26Q (3060.030000 sec): 3 clusters
  Score: Raw -38335733.101250 + Penalty 6182.546313 = -38329550.554937
  nChanged 2768
		SP:Iteration 27Q (3060.760000 sec): 3 clusters
  Score: Raw -38337912.408378 + Penalty 6182.546313 = -38331729.862065
  nChanged 1767
		SP:Iteration 28Q (3061.480000 sec): 3 clusters
  Score: Raw -38339278.487614 + Penalty 6182.546313 = -38333095.941301
  nChanged 958
		SP:Iteration 29Q (3062.190000 sec): 3 clusters
  Score: Raw -38340015.802398 + Penalty 6182.546313 = -38333833.256085
  nChanged 443
		SP:Iteration 30Q (3062.900000 sec): 3 clusters
  Score: Raw -38340378.264038 + Penalty 6182.546313 = -38334195.717725
  nChanged 219
		SP:Iteration 31Q (3063.590000 sec): 3 clusters
  Score: Raw -38340561.706018 + Penalty 6182.546313 = -38334379.159705
  nChanged 110
		SP:Iteration 32Q (3064.280000 sec): 3 clusters
  Score: Raw -38340662.584567 + Penalty 6182.546313 = -38334480.038254
  nChanged 86
		SP:Iteration 33Q (3064.980000 sec): 3 clusters
  Score: Raw -38340751.010139 + Penalty 6182.546313 = -38334568.463826
  nChanged 53
		SP:Iteration 34Q (3065.670000 sec): 3 clusters
  Score: Raw -38340800.452913 + Penalty 6182.546313 = -38334617.906601
  nChanged 35
		SP:Iteration 35Q (3066.370000 sec): 3 clusters
  Score: Raw -38340828.876196 + Penalty 6182.546313 = -38334646.329884
  nChanged 17
		SP:Iteration 36Q (3067.050000 sec): 3 clusters
  Score: Raw -38340841.656920 + Penalty 6182.546313 = -38334659.110607
  nChanged 10
		SP:Iteration 37Q (3067.740000 sec): 3 clusters
  Score: Raw -38340851.196079 + Penalty 6182.546313 = -38334668.649767
  nChanged 8
		SP:Iteration 38Q (3068.430000 sec): 3 clusters
  Score: Raw -38340859.089050 + Penalty 6182.546313 = -38334676.542737
  nChanged 11
		SP:Iteration 39Q (3069.120000 sec): 3 clusters
  Score: Raw -38340868.967038 + Penalty 6182.546313 = -38334686.420725
  nChanged 7
		SP:Iteration 40F (3070.090000 sec): 3 clusters
  Score: Raw -38340876.114000 + Penalty 6182.546313 = -38334693.567687
  nChanged 13
		SP:Iteration 41Q (3070.780000 sec): 3 clusters
  Score: Raw -38340890.321147 + Penalty 6182.546313 = -38334707.774835
  nChanged 7
		SP:Iteration 42Q (3071.470000 sec): 3 clusters
  Score: Raw -38340896.581774 + Penalty 6182.546313 = -38334714.035461
  nChanged 8
		SP:Iteration 43Q (3072.160000 sec): 3 clusters
  Score: Raw -38340901.073569 + Penalty 6182.546313 = -38334718.527256
  nChanged 5
		SP:Iteration 44Q (3072.850000 sec): 3 clusters
  Score: Raw -38340905.706396 + Penalty 6182.546313 = -38334723.160084
  nChanged 5
		SP:Iteration 45Q (3073.540000 sec): 3 clusters
  Score: Raw -38340908.748541 + Penalty 6182.546313 = -38334726.202229
  nChanged 3
		SP:Iteration 46Q (3074.230000 sec): 3 clusters
  Score: Raw -38340911.388092 + Penalty 6182.546313 = -38334728.841779
  nChanged 1
		SP:Iteration 47Q (3074.920000 sec): 3 clusters
  Score: Raw -38340912.201271 + Penalty 6182.546313 = -38334729.654958
  nChanged 1
		SP:Iteration 48Q (3075.610000 sec): 3 clusters
  Score: Raw -38340912.608136 + Penalty 6182.546313 = -38334730.061824
  nChanged 0
		SP:Iteration 49F (3076.580000 sec): 3 clusters
  Score: Raw -38340912.608136 + Penalty 6182.546313 = -38334730.061824
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3076.700000 sec): 2 clusters
  Score: Raw -64181.902047 + Penalty 1533.668925 = -62648.233122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3076.700000 sec): 3 clusters
  Score: Raw -64219.758546 + Penalty 3067.337850 = -61152.420696
  nChanged 96
		SP:Iteration 1F (3076.700000 sec): 3 clusters
  Score: Raw -64481.459102 + Penalty 3067.337850 = -61414.121252
  nChanged 34
		SP:Iteration 2F (3076.700000 sec): 3 clusters
  Score: Raw -64597.407076 + Penalty 3067.337850 = -61530.069226
  nChanged 16
		SP:Iteration 3Q (3076.710000 sec): 3 clusters
  Score: Raw -64670.695748 + Penalty 3067.337850 = -61603.357898
  nChanged 16
		SP:Iteration 4Q (3076.710000 sec): 3 clusters
  Score: Raw -64839.399649 + Penalty 3067.337850 = -61772.061799
  nChanged 22
		SP:Iteration 5Q (3076.710000 sec): 3 clusters
  Score: Raw -65047.368709 + Penalty 3067.337850 = -61980.030859
  nChanged 21
		SP:Iteration 6Q (3076.710000 sec): 3 clusters
  Score: Raw -65174.163803 + Penalty 3067.337850 = -62106.825953
  nChanged 13
		SP:Iteration 7Q (3076.710000 sec): 3 clusters
  Score: Raw -65218.919827 + Penalty 3067.337850 = -62151.581977
  nChanged 7
		SP:Iteration 8Q (3076.720000 sec): 3 clusters
  Score: Raw -65248.620953 + Penalty 3067.337850 = -62181.283103
  nChanged 5
		SP:Iteration 9Q (3076.720000 sec): 3 clusters
  Score: Raw -65269.476964 + Penalty 3067.337850 = -62202.139114
  nChanged 3
		SP:Iteration 10Q (3076.720000 sec): 3 clusters
  Score: Raw -65282.310552 + Penalty 3067.337850 = -62214.972702
  nChanged 1
		SP:Iteration 11Q (3076.720000 sec): 3 clusters
  Score: Raw -65288.734871 + Penalty 3067.337850 = -62221.397021
  nChanged 4
		SP:Iteration 12Q (3076.720000 sec): 3 clusters
  Score: Raw -65310.314049 + Penalty 3067.337850 = -62242.976199
  nChanged 5
		SP:Iteration 13Q (3076.720000 sec): 3 clusters
  Score: Raw -65337.438856 + Penalty 3067.337850 = -62270.101006
  nChanged 4
		SP:Iteration 14Q (3076.720000 sec): 3 clusters
  Score: Raw -65354.152080 + Penalty 3067.337850 = -62286.814230
  nChanged 1
		SP:Iteration 15Q (3076.720000 sec): 3 clusters
  Score: Raw -65358.067074 + Penalty 3067.337850 = -62290.729224
  nChanged 0
		SP:Iteration 16F (3076.730000 sec): 3 clusters
  Score: Raw -65358.067074 + Penalty 3067.337850 = -62290.729224
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (7607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3076.760000 sec): 2 clusters
  Score: Raw -1092628.849247 + Penalty 2216.332390 = -1090412.516856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3076.780000 sec): 3 clusters
  Score: Raw -1088671.186007 + Penalty 4432.664781 = -1084238.521226
  nChanged 3001
		SP:Iteration 1F (3076.810000 sec): 3 clusters
  Score: Raw -1090306.759567 + Penalty 4432.664781 = -1085874.094787
  nChanged 554
		SP:Iteration 2F (3076.840000 sec): 3 clusters
  Score: Raw -1090590.040976 + Penalty 4432.664781 = -1086157.376195
  nChanged 391
		SP:Iteration 3F (3076.860000 sec): 3 clusters
  Score: Raw -1090780.168076 + Penalty 4432.664781 = -1086347.503295
  nChanged 320
		SP:Iteration 4Q (3076.890000 sec): 3 clusters
  Score: Raw -1090931.108401 + Penalty 4432.664781 = -1086498.443620
  nChanged 288
		SP:Iteration 5Q (3076.920000 sec): 3 clusters
  Score: Raw -1091072.620036 + Penalty 4432.664781 = -1086639.955255
  nChanged 245
		SP:Iteration 6Q (3076.950000 sec): 3 clusters
  Score: Raw -1091202.334294 + Penalty 4432.664781 = -1086769.669513
  nChanged 261
		SP:Iteration 7Q (3076.980000 sec): 3 clusters
  Score: Raw -1091345.805929 + Penalty 4432.664781 = -1086913.141148
  nChanged 247
		SP:Iteration 8Q (3077.000000 sec): 3 clusters
  Score: Raw -1091468.827410 + Penalty 4432.664781 = -1087036.162629
  nChanged 224
		SP:Iteration 9Q (3077.030000 sec): 3 clusters
  Score: Raw -1091570.983721 + Penalty 4432.664781 = -1087138.318940
  nChanged 204
		SP:Iteration 10Q (3077.060000 sec): 3 clusters
  Score: Raw -1091675.022540 + Penalty 4432.664781 = -1087242.357759
  nChanged 195
		SP:Iteration 11Q (3077.090000 sec): 3 clusters
  Score: Raw -1091770.970545 + Penalty 4432.664781 = -1087338.305764
  nChanged 204
		SP:Iteration 12Q (3077.110000 sec): 3 clusters
  Score: Raw -1091860.643465 + Penalty 4432.664781 = -1087427.978684
  nChanged 163
		SP:Iteration 13Q (3077.140000 sec): 3 clusters
  Score: Raw -1091934.288131 + Penalty 4432.664781 = -1087501.623350
  nChanged 173
		SP:Iteration 14Q (3077.170000 sec): 3 clusters
  Score: Raw -1092016.483466 + Penalty 4432.664781 = -1087583.818685
  nChanged 146
		SP:Iteration 15Q (3077.200000 sec): 3 clusters
  Score: Raw -1092088.658144 + Penalty 4432.664781 = -1087655.993364
  nChanged 141
		SP:Iteration 16Q (3077.220000 sec): 3 clusters
  Score: Raw -1092158.531365 + Penalty 4432.664781 = -1087725.866584
  nChanged 147
		SP:Iteration 17Q (3077.250000 sec): 3 clusters
  Score: Raw -1092240.323698 + Penalty 4432.664781 = -1087807.658917
  nChanged 149
		SP:Iteration 18Q (3077.280000 sec): 3 clusters
  Score: Raw -1092325.833492 + Penalty 4432.664781 = -1087893.168711
  nChanged 138
		SP:Iteration 19Q (3077.300000 sec): 3 clusters
  Score: Raw -1092396.665793 + Penalty 4432.664781 = -1087964.001012
  nChanged 116
		SP:Iteration 20F (3077.330000 sec): 3 clusters
  Score: Raw -1092447.253947 + Penalty 4432.664781 = -1088014.589166
  nChanged 87
		SP:Iteration 21Q (3077.360000 sec): 3 clusters
  Score: Raw -1092484.917289 + Penalty 4432.664781 = -1088052.252509
  nChanged 87
		SP:Iteration 22Q (3077.380000 sec): 3 clusters
  Score: Raw -1092519.671629 + Penalty 4432.664781 = -1088087.006848
  nChanged 78
		SP:Iteration 23Q (3077.410000 sec): 3 clusters
  Score: Raw -1092552.103090 + Penalty 4432.664781 = -1088119.438309
  nChanged 72
		SP:Iteration 24Q (3077.440000 sec): 3 clusters
  Score: Raw -1092581.978698 + Penalty 4432.664781 = -1088149.313917
  nChanged 70
		SP:Iteration 25Q (3077.460000 sec): 3 clusters
  Score: Raw -1092609.704144 + Penalty 4432.664781 = -1088177.039363
  nChanged 57
		SP:Iteration 26Q (3077.490000 sec): 3 clusters
  Score: Raw -1092632.247011 + Penalty 4432.664781 = -1088199.582230
  nChanged 48
		SP:Iteration 27Q (3077.520000 sec): 3 clusters
  Score: Raw -1092656.318524 + Penalty 4432.664781 = -1088223.653743
  nChanged 56
		SP:Iteration 28Q (3077.540000 sec): 3 clusters
  Score: Raw -1092679.834382 + Penalty 4432.664781 = -1088247.169602
  nChanged 52
		SP:Iteration 29Q (3077.560000 sec): 3 clusters
  Score: Raw -1092699.341333 + Penalty 4432.664781 = -1088266.676552
  nChanged 53
		SP:Iteration 30Q (3077.590000 sec): 3 clusters
  Score: Raw -1092717.190451 + Penalty 4432.664781 = -1088284.525670
  nChanged 49
		SP:Iteration 31Q (3077.620000 sec): 3 clusters
  Score: Raw -1092738.296293 + Penalty 4432.664781 = -1088305.631512
  nChanged 47
		SP:Iteration 32Q (3077.640000 sec): 3 clusters
  Score: Raw -1092756.615361 + Penalty 4432.664781 = -1088323.950580
  nChanged 52
		SP:Iteration 33Q (3077.670000 sec): 3 clusters
  Score: Raw -1092773.742099 + Penalty 4432.664781 = -1088341.077318
  nChanged 55
		SP:Iteration 34Q (3077.690000 sec): 3 clusters
  Score: Raw -1092791.590174 + Penalty 4432.664781 = -1088358.925394
  nChanged 43
		SP:Iteration 35Q (3077.720000 sec): 3 clusters
  Score: Raw -1092809.430294 + Penalty 4432.664781 = -1088376.765513
  nChanged 43
		SP:Iteration 36Q (3077.740000 sec): 3 clusters
  Score: Raw -1092825.902235 + Penalty 4432.664781 = -1088393.237455
  nChanged 48
		SP:Iteration 37Q (3077.770000 sec): 3 clusters
  Score: Raw -1092841.491292 + Penalty 4432.664781 = -1088408.826511
  nChanged 42
		SP:Iteration 38Q (3077.790000 sec): 3 clusters
  Score: Raw -1092855.934353 + Penalty 4432.664781 = -1088423.269572
  nChanged 28
		SP:Iteration 39Q (3077.820000 sec): 3 clusters
  Score: Raw -1092864.837710 + Penalty 4432.664781 = -1088432.172929
  nChanged 28
		SP:Iteration 40F (3077.840000 sec): 3 clusters
  Score: Raw -1092872.034629 + Penalty 4432.664781 = -1088439.369849
  nChanged 15
		SP:Iteration 41Q (3077.870000 sec): 3 clusters
  Score: Raw -1092875.748568 + Penalty 4432.664781 = -1088443.083787
  nChanged 14
		SP:Iteration 42Q (3077.890000 sec): 3 clusters
  Score: Raw -1092878.767767 + Penalty 4432.664781 = -1088446.102987
  nChanged 12
		SP:Iteration 43Q (3077.920000 sec): 3 clusters
  Score: Raw -1092881.496907 + Penalty 4432.664781 = -1088448.832126
  nChanged 9
		SP:Iteration 44Q (3077.940000 sec): 3 clusters
  Score: Raw -1092883.308577 + Penalty 4432.664781 = -1088450.643796
  nChanged 5
		SP:Iteration 45Q (3077.970000 sec): 3 clusters
  Score: Raw -1092885.286073 + Penalty 4432.664781 = -1088452.621292
  nChanged 7
		SP:Iteration 46Q (3077.990000 sec): 3 clusters
  Score: Raw -1092886.909364 + Penalty 4432.664781 = -1088454.244583
  nChanged 11
		SP:Iteration 47Q (3078.020000 sec): 3 clusters
  Score: Raw -1092890.005226 + Penalty 4432.664781 = -1088457.340445
  nChanged 11
		SP:Iteration 48Q (3078.040000 sec): 3 clusters
  Score: Raw -1092891.880606 + Penalty 4432.664781 = -1088459.215825
  nChanged 6
		SP:Iteration 49Q (3078.070000 sec): 3 clusters
  Score: Raw -1092892.890265 + Penalty 4432.664781 = -1088460.225484
  nChanged 1
		SP:Iteration 50Q (3078.090000 sec): 3 clusters
  Score: Raw -1092892.998506 + Penalty 4432.664781 = -1088460.333725
  nChanged 1
		SP:Iteration 51Q (3078.120000 sec): 3 clusters
  Score: Raw -1092893.213817 + Penalty 4432.664781 = -1088460.549036
  nChanged 1
		SP:Iteration 52Q (3078.140000 sec): 3 clusters
  Score: Raw -1092893.381593 + Penalty 4432.664781 = -1088460.716813
  nChanged 0
		SP:Iteration 53F (3078.170000 sec): 3 clusters
  Score: Raw -1092893.381593 + Penalty 4432.664781 = -1088460.716813
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3078.180000 sec): 2 clusters
  Score: Raw -44434.578259 + Penalty 1441.904372 = -42992.673887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3078.180000 sec): 3 clusters
  Score: Raw -44586.962989 + Penalty 2883.808744 = -41703.154246
  nChanged 42
		SP:Iteration 1F (3078.180000 sec): 3 clusters
  Score: Raw -44702.973384 + Penalty 2883.808744 = -41819.164640
  nChanged 7
		SP:Iteration 2Q (3078.180000 sec): 3 clusters
  Score: Raw -44725.485755 + Penalty 2883.808744 = -41841.677012
  nChanged 1
		SP:Iteration 3Q (3078.180000 sec): 3 clusters
  Score: Raw -44727.988901 + Penalty 2883.808744 = -41844.180157
  nChanged 0
		SP:Iteration 4F (3078.180000 sec): 3 clusters
  Score: Raw -44727.988901 + Penalty 2883.808744 = -41844.180157
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3078.190000 sec): 2 clusters
  Score: Raw -280893.419903 + Penalty 1887.614234 = -279005.805669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3078.200000 sec): 3 clusters
  Score: Raw -280215.018783 + Penalty 3775.228468 = -276439.790316
  nChanged 690
		SP:Iteration 1F (3078.210000 sec): 3 clusters
  Score: Raw -281013.966598 + Penalty 3775.228468 = -277238.738130
  nChanged 232
		SP:Iteration 2F (3078.210000 sec): 3 clusters
  Score: Raw -281389.023260 + Penalty 3775.228468 = -277613.794792
  nChanged 160
		SP:Iteration 3F (3078.220000 sec): 3 clusters
  Score: Raw -281590.758175 + Penalty 3775.228468 = -277815.529707
  nChanged 101
		SP:Iteration 4Q (3078.230000 sec): 3 clusters
  Score: Raw -281701.685901 + Penalty 3775.228468 = -277926.457433
  nChanged 86
		SP:Iteration 5Q (3078.240000 sec): 3 clusters
  Score: Raw -281816.240788 + Penalty 3775.228468 = -278041.012320
  nChanged 73
		SP:Iteration 6Q (3078.240000 sec): 3 clusters
  Score: Raw -281921.913873 + Penalty 3775.228468 = -278146.685406
  nChanged 65
		SP:Iteration 7Q (3078.250000 sec): 3 clusters
  Score: Raw -282001.339565 + Penalty 3775.228468 = -278226.111097
  nChanged 43
		SP:Iteration 8Q (3078.260000 sec): 3 clusters
  Score: Raw -282044.191613 + Penalty 3775.228468 = -278268.963145
  nChanged 31
		SP:Iteration 9Q (3078.260000 sec): 3 clusters
  Score: Raw -282077.675559 + Penalty 3775.228468 = -278302.447092
  nChanged 19
		SP:Iteration 10Q (3078.270000 sec): 3 clusters
  Score: Raw -282099.501097 + Penalty 3775.228468 = -278324.272629
  nChanged 20
		SP:Iteration 11Q (3078.280000 sec): 3 clusters
  Score: Raw -282122.511322 + Penalty 3775.228468 = -278347.282855
  nChanged 12
		SP:Iteration 12Q (3078.280000 sec): 3 clusters
  Score: Raw -282134.163523 + Penalty 3775.228468 = -278358.935055
  nChanged 5
		SP:Iteration 13Q (3078.290000 sec): 3 clusters
  Score: Raw -282138.613413 + Penalty 3775.228468 = -278363.384945
  nChanged 6
		SP:Iteration 14Q (3078.300000 sec): 3 clusters
  Score: Raw -282143.552881 + Penalty 3775.228468 = -278368.324413
  nChanged 0
		SP:Iteration 15F (3078.300000 sec): 3 clusters
  Score: Raw -282143.552881 + Penalty 3775.228468 = -278368.324413
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (20289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3078.380000 sec): 2 clusters
  Score: Raw -2848035.106893 + Penalty 2459.622868 = -2845575.484025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3078.450000 sec): 3 clusters
  Score: Raw -2836191.717337 + Penalty 4919.245737 = -2831272.471601
  nChanged 8931
		SP:Iteration 1F (3078.520000 sec): 3 clusters
  Score: Raw -2841182.539020 + Penalty 4919.245737 = -2836263.293283
  nChanged 1174
		SP:Iteration 2F (3078.600000 sec): 3 clusters
  Score: Raw -2841713.940741 + Penalty 4919.245737 = -2836794.695005
  nChanged 1095
		SP:Iteration 3F (3078.670000 sec): 3 clusters
  Score: Raw -2842228.891024 + Penalty 4919.245737 = -2837309.645287
  nChanged 1068
		SP:Iteration 4F (3078.740000 sec): 3 clusters
  Score: Raw -2842753.158020 + Penalty 4919.245737 = -2837833.912283
  nChanged 1061
		SP:Iteration 5F (3078.820000 sec): 3 clusters
  Score: Raw -2843345.836618 + Penalty 4919.245737 = -2838426.590882
  nChanged 1181
		SP:Iteration 6F (3078.890000 sec): 3 clusters
  Score: Raw -2844155.574650 + Penalty 4919.245737 = -2839236.328914
  nChanged 1276
		SP:Iteration 7F (3078.960000 sec): 3 clusters
  Score: Raw -2845198.645470 + Penalty 4919.245737 = -2840279.399734
  nChanged 1162
		SP:Iteration 8F (3079.040000 sec): 3 clusters
  Score: Raw -2846216.588612 + Penalty 4919.245737 = -2841297.342876
  nChanged 911
		SP:Iteration 9Q (3079.110000 sec): 3 clusters
  Score: Raw -2847137.640976 + Penalty 4919.245737 = -2842218.395239
  nChanged 671
		SP:Iteration 10Q (3079.180000 sec): 3 clusters
  Score: Raw -2847824.338673 + Penalty 4919.245737 = -2842905.092937
  nChanged 462
		SP:Iteration 11Q (3079.250000 sec): 3 clusters
  Score: Raw -2848185.413972 + Penalty 4919.245737 = -2843266.168235
  nChanged 313
		SP:Iteration 12Q (3079.310000 sec): 3 clusters
  Score: Raw -2848375.986525 + Penalty 4919.245737 = -2843456.740789
  nChanged 214
		SP:Iteration 13Q (3079.370000 sec): 3 clusters
  Score: Raw -2848482.467194 + Penalty 4919.245737 = -2843563.221457
  nChanged 144
		SP:Iteration 14Q (3079.430000 sec): 3 clusters
  Score: Raw -2848541.277200 + Penalty 4919.245737 = -2843622.031464
  nChanged 119
		SP:Iteration 15Q (3079.490000 sec): 3 clusters
  Score: Raw -2848588.382909 + Penalty 4919.245737 = -2843669.137173
  nChanged 93
		SP:Iteration 16Q (3079.550000 sec): 3 clusters
  Score: Raw -2848619.541693 + Penalty 4919.245737 = -2843700.295957
  nChanged 57
		SP:Iteration 17Q (3079.600000 sec): 3 clusters
  Score: Raw -2848638.483644 + Penalty 4919.245737 = -2843719.237907
  nChanged 51
		SP:Iteration 18Q (3079.660000 sec): 3 clusters
  Score: Raw -2848653.851428 + Penalty 4919.245737 = -2843734.605691
  nChanged 38
		SP:Iteration 19Q (3079.720000 sec): 3 clusters
  Score: Raw -2848664.911878 + Penalty 4919.245737 = -2843745.666142
  nChanged 28
		SP:Iteration 20F (3079.800000 sec): 3 clusters
  Score: Raw -2848671.640002 + Penalty 4919.245737 = -2843752.394266
  nChanged 19
		SP:Iteration 21Q (3079.850000 sec): 3 clusters
  Score: Raw -2848675.345321 + Penalty 4919.245737 = -2843756.099584
  nChanged 19
		SP:Iteration 22Q (3079.910000 sec): 3 clusters
  Score: Raw -2848680.738044 + Penalty 4919.245737 = -2843761.492307
  nChanged 14
		SP:Iteration 23Q (3079.970000 sec): 3 clusters
  Score: Raw -2848683.659973 + Penalty 4919.245737 = -2843764.414236
  nChanged 9
		SP:Iteration 24Q (3080.020000 sec): 3 clusters
  Score: Raw -2848685.381574 + Penalty 4919.245737 = -2843766.135838
  nChanged 9
		SP:Iteration 25Q (3080.080000 sec): 3 clusters
  Score: Raw -2848687.460054 + Penalty 4919.245737 = -2843768.214317
  nChanged 11
		SP:Iteration 26Q (3080.140000 sec): 3 clusters
  Score: Raw -2848689.666769 + Penalty 4919.245737 = -2843770.421033
  nChanged 10
		SP:Iteration 27Q (3080.200000 sec): 3 clusters
  Score: Raw -2848692.237802 + Penalty 4919.245737 = -2843772.992066
  nChanged 10
		SP:Iteration 28Q (3080.250000 sec): 3 clusters
  Score: Raw -2848694.561978 + Penalty 4919.245737 = -2843775.316242
  nChanged 10
		SP:Iteration 29Q (3080.310000 sec): 3 clusters
  Score: Raw -2848696.689193 + Penalty 4919.245737 = -2843777.443457
  nChanged 9
		SP:Iteration 30Q (3080.360000 sec): 3 clusters
  Score: Raw -2848698.896020 + Penalty 4919.245737 = -2843779.650284
  nChanged 5
		SP:Iteration 31Q (3080.420000 sec): 3 clusters
  Score: Raw -2848699.986428 + Penalty 4919.245737 = -2843780.740692
  nChanged 4
		SP:Iteration 32Q (3080.480000 sec): 3 clusters
  Score: Raw -2848700.618580 + Penalty 4919.245737 = -2843781.372844
  nChanged 3
		SP:Iteration 33Q (3080.540000 sec): 3 clusters
  Score: Raw -2848701.464400 + Penalty 4919.245737 = -2843782.218663
  nChanged 1
		SP:Iteration 34Q (3080.590000 sec): 3 clusters
  Score: Raw -2848701.677649 + Penalty 4919.245737 = -2843782.431913
  nChanged 1
		SP:Iteration 35Q (3080.650000 sec): 3 clusters
  Score: Raw -2848701.901377 + Penalty 4919.245737 = -2843782.655641
  nChanged 1
		SP:Iteration 36Q (3080.710000 sec): 3 clusters
  Score: Raw -2848702.345588 + Penalty 4919.245737 = -2843783.099851
  nChanged 4
		SP:Iteration 37Q (3080.760000 sec): 3 clusters
  Score: Raw -2848703.150916 + Penalty 4919.245737 = -2843783.905179
  nChanged 3
		SP:Iteration 38Q (3080.820000 sec): 3 clusters
  Score: Raw -2848703.415831 + Penalty 4919.245737 = -2843784.170095
  nChanged 0
		SP:Iteration 39F (3080.900000 sec): 3 clusters
  Score: Raw -2848703.415831 + Penalty 4919.245737 = -2843784.170095
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (42690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3081.040000 sec): 2 clusters
  Score: Raw -6589854.113890 + Penalty 2644.106555 = -6587210.007335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3081.200000 sec): 3 clusters
  Score: Raw -6563605.898993 + Penalty 5288.213110 = -6558317.685883
  nChanged 19679
		SP:Iteration 1F (3081.360000 sec): 3 clusters
  Score: Raw -6574434.591361 + Penalty 5288.213110 = -6569146.378251
  nChanged 1734
		SP:Iteration 2Q (3081.530000 sec): 3 clusters
  Score: Raw -6574911.714606 + Penalty 5288.213110 = -6569623.501496
  nChanged 1528
		SP:Iteration 3Q (3081.690000 sec): 3 clusters
  Score: Raw -6575345.896757 + Penalty 5288.213110 = -6570057.683647
  nChanged 1480
		SP:Iteration 4Q (3081.860000 sec): 3 clusters
  Score: Raw -6575773.009014 + Penalty 5288.213110 = -6570484.795904
  nChanged 1480
		SP:Iteration 5Q (3082.020000 sec): 3 clusters
  Score: Raw -6576241.526295 + Penalty 5288.213110 = -6570953.313185
  nChanged 1501
		SP:Iteration 6Q (3082.180000 sec): 3 clusters
  Score: Raw -6576759.606327 + Penalty 5288.213110 = -6571471.393217
  nChanged 1614
		SP:Iteration 7Q (3082.340000 sec): 3 clusters
  Score: Raw -6577397.455929 + Penalty 5288.213110 = -6572109.242819
  nChanged 1693
		SP:Iteration 8Q (3082.500000 sec): 3 clusters
  Score: Raw -6578138.100468 + Penalty 5288.213110 = -6572849.887358
  nChanged 1870
		SP:Iteration 9Q (3082.670000 sec): 3 clusters
  Score: Raw -6579074.421481 + Penalty 5288.213110 = -6573786.208371
  nChanged 2054
		SP:Iteration 10Q (3082.830000 sec): 3 clusters
  Score: Raw -6580085.096921 + Penalty 5288.213110 = -6574796.883811
  nChanged 2007
		SP:Iteration 11Q (3083.000000 sec): 3 clusters
  Score: Raw -6581044.986153 + Penalty 5288.213110 = -6575756.773043
  nChanged 1906
		SP:Iteration 12Q (3083.160000 sec): 3 clusters
  Score: Raw -6581907.811637 + Penalty 5288.213110 = -6576619.598527
  nChanged 1720
		SP:Iteration 13Q (3083.320000 sec): 3 clusters
  Score: Raw -6582622.038245 + Penalty 5288.213110 = -6577333.825135
  nChanged 1454
		SP:Iteration 14Q (3083.480000 sec): 3 clusters
  Score: Raw -6583186.525115 + Penalty 5288.213110 = -6577898.312005
  nChanged 1222
		SP:Iteration 15Q (3083.640000 sec): 3 clusters
  Score: Raw -6583657.773109 + Penalty 5288.213110 = -6578369.559999
  nChanged 1082
		SP:Iteration 16Q (3083.800000 sec): 3 clusters
  Score: Raw -6584028.589148 + Penalty 5288.213110 = -6578740.376038
  nChanged 897
		SP:Iteration 17Q (3083.960000 sec): 3 clusters
  Score: Raw -6584317.796861 + Penalty 5288.213110 = -6579029.583751
  nChanged 769
		SP:Iteration 18Q (3084.120000 sec): 3 clusters
  Score: Raw -6584523.715894 + Penalty 5288.213110 = -6579235.502784
  nChanged 600
		SP:Iteration 19Q (3084.280000 sec): 3 clusters
  Score: Raw -6584664.151744 + Penalty 5288.213110 = -6579375.938634
  nChanged 502
		SP:Iteration 20F (3084.440000 sec): 3 clusters
  Score: Raw -6584775.158209 + Penalty 5288.213110 = -6579486.945099
  nChanged 471
		SP:Iteration 21Q (3084.600000 sec): 3 clusters
  Score: Raw -6584882.370436 + Penalty 5288.213110 = -6579594.157326
  nChanged 474
		SP:Iteration 22Q (3084.760000 sec): 3 clusters
  Score: Raw -6584985.982819 + Penalty 5288.213110 = -6579697.769709
  nChanged 430
		SP:Iteration 23Q (3084.920000 sec): 3 clusters
  Score: Raw -6585082.257985 + Penalty 5288.213110 = -6579794.044875
  nChanged 479
		SP:Iteration 24Q (3085.070000 sec): 3 clusters
  Score: Raw -6585185.259955 + Penalty 5288.213110 = -6579897.046845
  nChanged 460
		SP:Iteration 25Q (3085.230000 sec): 3 clusters
  Score: Raw -6585289.570695 + Penalty 5288.213110 = -6580001.357585
  nChanged 509
		SP:Iteration 26Q (3085.380000 sec): 3 clusters
  Score: Raw -6585405.429878 + Penalty 5288.213110 = -6580117.216768
  nChanged 490
		SP:Iteration 27Q (3085.540000 sec): 3 clusters
  Score: Raw -6585508.108636 + Penalty 5288.213110 = -6580219.895526
  nChanged 464
		SP:Iteration 28Q (3085.700000 sec): 3 clusters
  Score: Raw -6585598.506128 + Penalty 5288.213110 = -6580310.293018
  nChanged 466
		SP:Iteration 29Q (3085.860000 sec): 3 clusters
  Score: Raw -6585695.106626 + Penalty 5288.213110 = -6580406.893516
  nChanged 480
		SP:Iteration 30Q (3086.020000 sec): 3 clusters
  Score: Raw -6585801.054084 + Penalty 5288.213110 = -6580512.840974
  nChanged 496
		SP:Iteration 31Q (3086.190000 sec): 3 clusters
  Score: Raw -6585916.817800 + Penalty 5288.213110 = -6580628.604690
  nChanged 516
		SP:Iteration 32Q (3086.350000 sec): 3 clusters
  Score: Raw -6586054.658724 + Penalty 5288.213110 = -6580766.445614
  nChanged 573
		SP:Iteration 33Q (3086.520000 sec): 3 clusters
  Score: Raw -6586217.334964 + Penalty 5288.213110 = -6580929.121854
  nChanged 573
		SP:Iteration 34Q (3086.680000 sec): 3 clusters
  Score: Raw -6586396.513272 + Penalty 5288.213110 = -6581108.300162
  nChanged 626
		SP:Iteration 35Q (3086.840000 sec): 3 clusters
  Score: Raw -6586599.075125 + Penalty 5288.213110 = -6581310.862015
  nChanged 623
		SP:Iteration 36Q (3087.000000 sec): 3 clusters
  Score: Raw -6586811.206407 + Penalty 5288.213110 = -6581522.993297
  nChanged 651
		SP:Iteration 37Q (3087.160000 sec): 3 clusters
  Score: Raw -6587056.377536 + Penalty 5288.213110 = -6581768.164426
  nChanged 665
		SP:Iteration 38Q (3087.310000 sec): 3 clusters
  Score: Raw -6587327.176808 + Penalty 5288.213110 = -6582038.963698
  nChanged 675
		SP:Iteration 39Q (3087.470000 sec): 3 clusters
  Score: Raw -6587613.975759 + Penalty 5288.213110 = -6582325.762649
  nChanged 630
		SP:Iteration 40F (3087.640000 sec): 3 clusters
  Score: Raw -6587901.216679 + Penalty 5288.213110 = -6582613.003569
  nChanged 595
		SP:Iteration 41Q (3087.790000 sec): 3 clusters
  Score: Raw -6588172.428463 + Penalty 5288.213110 = -6582884.215353
  nChanged 544
		SP:Iteration 42Q (3087.940000 sec): 3 clusters
  Score: Raw -6588432.658902 + Penalty 5288.213110 = -6583144.445792
  nChanged 514
		SP:Iteration 43Q (3088.090000 sec): 3 clusters
  Score: Raw -6588713.366674 + Penalty 5288.213110 = -6583425.153564
  nChanged 482
		SP:Iteration 44Q (3088.230000 sec): 3 clusters
  Score: Raw -6588982.417278 + Penalty 5288.213110 = -6583694.204168
  nChanged 451
		SP:Iteration 45Q (3088.380000 sec): 3 clusters
  Score: Raw -6589237.824693 + Penalty 5288.213110 = -6583949.611583
  nChanged 423
		SP:Iteration 46Q (3088.520000 sec): 3 clusters
  Score: Raw -6589448.888510 + Penalty 5288.213110 = -6584160.675400
  nChanged 354
		SP:Iteration 47Q (3088.660000 sec): 3 clusters
  Score: Raw -6589618.743960 + Penalty 5288.213110 = -6584330.530850
  nChanged 307
		SP:Iteration 48Q (3088.800000 sec): 3 clusters
  Score: Raw -6589764.049815 + Penalty 5288.213110 = -6584475.836705
  nChanged 253
		SP:Iteration 49Q (3088.940000 sec): 3 clusters
  Score: Raw -6589872.024173 + Penalty 5288.213110 = -6584583.811063
  nChanged 240
		SP:Iteration 50Q (3089.070000 sec): 3 clusters
  Score: Raw -6589967.040886 + Penalty 5288.213110 = -6584678.827776
  nChanged 212
		SP:Iteration 51Q (3089.210000 sec): 3 clusters
  Score: Raw -6590042.485289 + Penalty 5288.213110 = -6584754.272179
  nChanged 166
		SP:Iteration 52Q (3089.340000 sec): 3 clusters
  Score: Raw -6590093.888414 + Penalty 5288.213110 = -6584805.675304
  nChanged 141
		SP:Iteration 53Q (3089.470000 sec): 3 clusters
  Score: Raw -6590135.416578 + Penalty 5288.213110 = -6584847.203468
  nChanged 111
		SP:Iteration 54Q (3089.600000 sec): 3 clusters
  Score: Raw -6590168.416343 + Penalty 5288.213110 = -6584880.203233
  nChanged 96
		SP:Iteration 55Q (3089.740000 sec): 3 clusters
  Score: Raw -6590192.117057 + Penalty 5288.213110 = -6584903.903947
  nChanged 71
		SP:Iteration 56Q (3089.860000 sec): 3 clusters
  Score: Raw -6590207.730893 + Penalty 5288.213110 = -6584919.517783
  nChanged 60
		SP:Iteration 57Q (3090.000000 sec): 3 clusters
  Score: Raw -6590218.513500 + Penalty 5288.213110 = -6584930.300390
  nChanged 52
		SP:Iteration 58Q (3090.120000 sec): 3 clusters
  Score: Raw -6590229.131798 + Penalty 5288.213110 = -6584940.918688
  nChanged 39
		SP:Iteration 59Q (3090.260000 sec): 3 clusters
  Score: Raw -6590236.005475 + Penalty 5288.213110 = -6584947.792365
  nChanged 34
		SP:Iteration 60F (3090.420000 sec): 3 clusters
  Score: Raw -6590243.017217 + Penalty 5288.213110 = -6584954.804107
  nChanged 36
		SP:Iteration 61Q (3090.550000 sec): 3 clusters
  Score: Raw -6590250.838266 + Penalty 5288.213110 = -6584962.625156
  nChanged 39
		SP:Iteration 62Q (3090.680000 sec): 3 clusters
  Score: Raw -6590258.461112 + Penalty 5288.213110 = -6584970.248002
  nChanged 25
		SP:Iteration 63Q (3090.810000 sec): 3 clusters
  Score: Raw -6590263.114446 + Penalty 5288.213110 = -6584974.901336
  nChanged 27
		SP:Iteration 64Q (3090.940000 sec): 3 clusters
  Score: Raw -6590267.591471 + Penalty 5288.213110 = -6584979.378361
  nChanged 31
		SP:Iteration 65Q (3091.080000 sec): 3 clusters
  Score: Raw -6590272.760136 + Penalty 5288.213110 = -6584984.547026
  nChanged 28
		SP:Iteration 66Q (3091.200000 sec): 3 clusters
  Score: Raw -6590278.780973 + Penalty 5288.213110 = -6584990.567863
  nChanged 30
		SP:Iteration 67Q (3091.330000 sec): 3 clusters
  Score: Raw -6590285.176550 + Penalty 5288.213110 = -6584996.963440
  nChanged 26
		SP:Iteration 68Q (3091.460000 sec): 3 clusters
  Score: Raw -6590290.442178 + Penalty 5288.213110 = -6585002.229068
  nChanged 18
		SP:Iteration 69Q (3091.590000 sec): 3 clusters
  Score: Raw -6590294.244220 + Penalty 5288.213110 = -6585006.031110
  nChanged 20
		SP:Iteration 70Q (3091.720000 sec): 3 clusters
  Score: Raw -6590297.743995 + Penalty 5288.213110 = -6585009.530885
  nChanged 11
		SP:Iteration 71Q (3091.850000 sec): 3 clusters
  Score: Raw -6590299.554896 + Penalty 5288.213110 = -6585011.341786
  nChanged 10
		SP:Iteration 72Q (3091.980000 sec): 3 clusters
  Score: Raw -6590301.531298 + Penalty 5288.213110 = -6585013.318188
  nChanged 16
		SP:Iteration 73Q (3092.100000 sec): 3 clusters
  Score: Raw -6590304.630977 + Penalty 5288.213110 = -6585016.417867
  nChanged 16
		SP:Iteration 74Q (3092.230000 sec): 3 clusters
  Score: Raw -6590307.983322 + Penalty 5288.213110 = -6585019.770212
  nChanged 13
		SP:Iteration 75Q (3092.360000 sec): 3 clusters
  Score: Raw -6590310.658411 + Penalty 5288.213110 = -6585022.445302
  nChanged 14
		SP:Iteration 76Q (3092.490000 sec): 3 clusters
  Score: Raw -6590312.996893 + Penalty 5288.213110 = -6585024.783783
  nChanged 11
		SP:Iteration 77Q (3092.620000 sec): 3 clusters
  Score: Raw -6590314.474207 + Penalty 5288.213110 = -6585026.261097
  nChanged 9
		SP:Iteration 78Q (3092.740000 sec): 3 clusters
  Score: Raw -6590315.859483 + Penalty 5288.213110 = -6585027.646373
  nChanged 3
		SP:Iteration 79Q (3092.880000 sec): 3 clusters
  Score: Raw -6590316.188892 + Penalty 5288.213110 = -6585027.975782
  nChanged 2
		SP:Iteration 80F (3093.040000 sec): 3 clusters
  Score: Raw -6590316.498792 + Penalty 5288.213110 = -6585028.285682
  nChanged 4
		SP:Iteration 81Q (3093.180000 sec): 3 clusters
  Score: Raw -6590317.219914 + Penalty 5288.213110 = -6585029.006804
  nChanged 3
		SP:Iteration 82Q (3093.300000 sec): 3 clusters
  Score: Raw -6590317.741982 + Penalty 5288.213110 = -6585029.528872
  nChanged 3
		SP:Iteration 83Q (3093.430000 sec): 3 clusters
  Score: Raw -6590318.067621 + Penalty 5288.213110 = -6585029.854511
  nChanged 1
		SP:Iteration 84Q (3093.560000 sec): 3 clusters
  Score: Raw -6590318.246541 + Penalty 5288.213110 = -6585030.033431
  nChanged 3
		SP:Iteration 85Q (3093.680000 sec): 3 clusters
  Score: Raw -6590318.691711 + Penalty 5288.213110 = -6585030.478601
  nChanged 6
		SP:Iteration 86Q (3093.810000 sec): 3 clusters
  Score: Raw -6590319.631042 + Penalty 5288.213110 = -6585031.417932
  nChanged 3
		SP:Iteration 87Q (3093.940000 sec): 3 clusters
  Score: Raw -6590319.948786 + Penalty 5288.213110 = -6585031.735676
  nChanged 4
		SP:Iteration 88Q (3094.070000 sec): 3 clusters
  Score: Raw -6590320.394466 + Penalty 5288.213110 = -6585032.181357
  nChanged 2
		SP:Iteration 89Q (3094.200000 sec): 3 clusters
  Score: Raw -6590320.690575 + Penalty 5288.213110 = -6585032.477465
  nChanged 1
		SP:Iteration 90Q (3094.320000 sec): 3 clusters
  Score: Raw -6590320.796310 + Penalty 5288.213110 = -6585032.583200
  nChanged 0
		SP:Iteration 91F (3094.490000 sec): 3 clusters
  Score: Raw -6590320.796310 + Penalty 5288.213110 = -6585032.583200
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3094.930000 sec): 2 clusters
  Score: Raw -17410225.240605 + Penalty 2899.304819 = -17407325.935786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3095.420000 sec): 3 clusters
  Score: Raw -17333193.034114 + Penalty 5798.609638 = -17327394.424477
  nChanged 56788
		SP:Iteration 1F (3095.910000 sec): 3 clusters
  Score: Raw -17366145.735395 + Penalty 5798.609638 = -17360347.125757
  nChanged 4584
		SP:Iteration 2Q (3096.410000 sec): 3 clusters
  Score: Raw -17367766.741908 + Penalty 5798.609638 = -17361968.132271
  nChanged 5536
		SP:Iteration 3Q (3096.910000 sec): 3 clusters
  Score: Raw -17370478.691704 + Penalty 5798.609638 = -17364680.082066
  nChanged 7008
		SP:Iteration 4F (3097.400000 sec): 3 clusters
  Score: Raw -17375171.843341 + Penalty 5798.609638 = -17369373.233703
  nChanged 8557
		SP:Iteration 5F (3097.890000 sec): 3 clusters
  Score: Raw -17382294.820139 + Penalty 5798.609638 = -17376496.210502
  nChanged 8746
		SP:Iteration 6F (3098.380000 sec): 3 clusters
  Score: Raw -17390098.960103 + Penalty 5798.609638 = -17384300.350465
  nChanged 7408
		SP:Iteration 7F (3098.880000 sec): 3 clusters
  Score: Raw -17395648.583179 + Penalty 5798.609638 = -17389849.973542
  nChanged 5467
		SP:Iteration 8Q (3099.350000 sec): 3 clusters
  Score: Raw -17398658.342493 + Penalty 5798.609638 = -17392859.732856
  nChanged 4111
		SP:Iteration 9Q (3099.800000 sec): 3 clusters
  Score: Raw -17400405.892450 + Penalty 5798.609638 = -17394607.282813
  nChanged 3234
		SP:Iteration 10Q (3100.260000 sec): 3 clusters
  Score: Raw -17401571.251707 + Penalty 5798.609638 = -17395772.642069
  nChanged 2701
		SP:Iteration 11Q (3100.700000 sec): 3 clusters
  Score: Raw -17402439.644242 + Penalty 5798.609638 = -17396641.034605
  nChanged 2315
		SP:Iteration 12Q (3101.140000 sec): 3 clusters
  Score: Raw -17403133.098993 + Penalty 5798.609638 = -17397334.489355
  nChanged 2030
		SP:Iteration 13Q (3101.580000 sec): 3 clusters
  Score: Raw -17403707.456175 + Penalty 5798.609638 = -17397908.846537
  nChanged 1875
		SP:Iteration 14Q (3102.030000 sec): 3 clusters
  Score: Raw -17404230.961606 + Penalty 5798.609638 = -17398432.351968
  nChanged 1687
		SP:Iteration 15Q (3102.460000 sec): 3 clusters
  Score: Raw -17404705.472850 + Penalty 5798.609638 = -17398906.863212
  nChanged 1619
		SP:Iteration 16Q (3102.900000 sec): 3 clusters
  Score: Raw -17405162.834872 + Penalty 5798.609638 = -17399364.225234
  nChanged 1565
		SP:Iteration 17Q (3103.340000 sec): 3 clusters
  Score: Raw -17405597.461790 + Penalty 5798.609638 = -17399798.852153
  nChanged 1577
		SP:Iteration 18Q (3103.780000 sec): 3 clusters
  Score: Raw -17406021.291986 + Penalty 5798.609638 = -17400222.682348
  nChanged 1565
		SP:Iteration 19Q (3104.220000 sec): 3 clusters
  Score: Raw -17406433.122740 + Penalty 5798.609638 = -17400634.513103
  nChanged 1538
		SP:Iteration 20F (3104.690000 sec): 3 clusters
  Score: Raw -17406837.411423 + Penalty 5798.609638 = -17401038.801786
  nChanged 1552
		SP:Iteration 21Q (3105.110000 sec): 3 clusters
  Score: Raw -17407243.615397 + Penalty 5798.609638 = -17401445.005760
  nChanged 1562
		SP:Iteration 22Q (3105.530000 sec): 3 clusters
  Score: Raw -17407658.342549 + Penalty 5798.609638 = -17401859.732912
  nChanged 1583
		SP:Iteration 23Q (3105.950000 sec): 3 clusters
  Score: Raw -17408083.678516 + Penalty 5798.609638 = -17402285.068878
  nChanged 1559
		SP:Iteration 24Q (3106.360000 sec): 3 clusters
  Score: Raw -17408514.643307 + Penalty 5798.609638 = -17402716.033670
  nChanged 1566
		SP:Iteration 25Q (3106.780000 sec): 3 clusters
  Score: Raw -17408955.900017 + Penalty 5798.609638 = -17403157.290379
  nChanged 1558
		SP:Iteration 26Q (3107.200000 sec): 3 clusters
  Score: Raw -17409371.768525 + Penalty 5798.609638 = -17403573.158887
  nChanged 1461
		SP:Iteration 27Q (3107.610000 sec): 3 clusters
  Score: Raw -17409749.516688 + Penalty 5798.609638 = -17403950.907050
  nChanged 1346
		SP:Iteration 28Q (3108.030000 sec): 3 clusters
  Score: Raw -17410078.328317 + Penalty 5798.609638 = -17404279.718679
  nChanged 1236
		SP:Iteration 29Q (3108.440000 sec): 3 clusters
  Score: Raw -17410355.503547 + Penalty 5798.609638 = -17404556.893910
  nChanged 1169
		SP:Iteration 30Q (3108.850000 sec): 3 clusters
  Score: Raw -17410602.792516 + Penalty 5798.609638 = -17404804.182878
  nChanged 1086
		SP:Iteration 31Q (3109.260000 sec): 3 clusters
  Score: Raw -17410813.527017 + Penalty 5798.609638 = -17405014.917379
  nChanged 997
		SP:Iteration 32Q (3109.670000 sec): 3 clusters
  Score: Raw -17410986.582517 + Penalty 5798.609638 = -17405187.972879
  nChanged 830
		SP:Iteration 33Q (3110.070000 sec): 3 clusters
  Score: Raw -17411110.617577 + Penalty 5798.609638 = -17405312.007939
  nChanged 719
		SP:Iteration 34Q (3110.480000 sec): 3 clusters
  Score: Raw -17411201.920885 + Penalty 5798.609638 = -17405403.311247
  nChanged 652
		SP:Iteration 35Q (3110.890000 sec): 3 clusters
  Score: Raw -17411277.800844 + Penalty 5798.609638 = -17405479.191206
  nChanged 562
		SP:Iteration 36Q (3111.290000 sec): 3 clusters
  Score: Raw -17411337.103198 + Penalty 5798.609638 = -17405538.493560
  nChanged 538
		SP:Iteration 37Q (3111.690000 sec): 3 clusters
  Score: Raw -17411392.672840 + Penalty 5798.609638 = -17405594.063202
  nChanged 503
		SP:Iteration 38Q (3112.100000 sec): 3 clusters
  Score: Raw -17411440.453873 + Penalty 5798.609638 = -17405641.844235
  nChanged 458
		SP:Iteration 39Q (3112.510000 sec): 3 clusters
  Score: Raw -17411483.781606 + Penalty 5798.609638 = -17405685.171968
  nChanged 432
		SP:Iteration 40F (3112.950000 sec): 3 clusters
  Score: Raw -17411521.646093 + Penalty 5798.609638 = -17405723.036456
  nChanged 364
		SP:Iteration 41Q (3113.380000 sec): 3 clusters
  Score: Raw -17411548.085305 + Penalty 5798.609638 = -17405749.475667
  nChanged 296
		SP:Iteration 42Q (3113.810000 sec): 3 clusters
  Score: Raw -17411568.095902 + Penalty 5798.609638 = -17405769.486264
  nChanged 276
		SP:Iteration 43Q (3114.230000 sec): 3 clusters
  Score: Raw -17411585.372299 + Penalty 5798.609638 = -17405786.762662
  nChanged 258
		SP:Iteration 44Q (3114.650000 sec): 3 clusters
  Score: Raw -17411599.282734 + Penalty 5798.609638 = -17405800.673097
  nChanged 205
		SP:Iteration 45Q (3115.080000 sec): 3 clusters
  Score: Raw -17411608.826189 + Penalty 5798.609638 = -17405810.216551
  nChanged 157
		SP:Iteration 46Q (3115.500000 sec): 3 clusters
  Score: Raw -17411615.151821 + Penalty 5798.609638 = -17405816.542183
  nChanged 119
		SP:Iteration 47Q (3115.930000 sec): 3 clusters
  Score: Raw -17411619.232039 + Penalty 5798.609638 = -17405820.622402
  nChanged 107
		SP:Iteration 48Q (3116.360000 sec): 3 clusters
  Score: Raw -17411622.674757 + Penalty 5798.609638 = -17405824.065119
  nChanged 100
		SP:Iteration 49Q (3116.780000 sec): 3 clusters
  Score: Raw -17411625.730577 + Penalty 5798.609638 = -17405827.120940
  nChanged 88
		SP:Iteration 50Q (3117.200000 sec): 3 clusters
  Score: Raw -17411628.209325 + Penalty 5798.609638 = -17405829.599687
  nChanged 68
		SP:Iteration 51Q (3117.630000 sec): 3 clusters
  Score: Raw -17411630.191251 + Penalty 5798.609638 = -17405831.581614
  nChanged 59
		SP:Iteration 52Q (3118.050000 sec): 3 clusters
  Score: Raw -17411631.928563 + Penalty 5798.609638 = -17405833.318925
  nChanged 61
		SP:Iteration 53Q (3118.470000 sec): 3 clusters
  Score: Raw -17411633.504613 + Penalty 5798.609638 = -17405834.894975
  nChanged 51
		SP:Iteration 54Q (3118.900000 sec): 3 clusters
  Score: Raw -17411634.535806 + Penalty 5798.609638 = -17405835.926169
  nChanged 54
		SP:Iteration 55Q (3119.320000 sec): 3 clusters
  Score: Raw -17411635.750453 + Penalty 5798.609638 = -17405837.140815
  nChanged 52
		SP:Iteration 56Q (3119.740000 sec): 3 clusters
  Score: Raw -17411636.774013 + Penalty 5798.609638 = -17405838.164375
  nChanged 43
		SP:Iteration 57Q (3120.160000 sec): 3 clusters
  Score: Raw -17411637.618289 + Penalty 5798.609638 = -17405839.008651
  nChanged 40
		SP:Iteration 58Q (3120.620000 sec): 3 clusters
  Score: Raw -17411638.275353 + Penalty 5798.609638 = -17405839.665715
  nChanged 25
		SP:Iteration 59Q (3121.070000 sec): 3 clusters
  Score: Raw -17411638.656347 + Penalty 5798.609638 = -17405840.046709
  nChanged 21
		SP:Iteration 60F (3121.550000 sec): 3 clusters
  Score: Raw -17411638.931656 + Penalty 5798.609638 = -17405840.322019
  nChanged 19
		SP:Iteration 61Q (3122.010000 sec): 3 clusters
  Score: Raw -17411639.244083 + Penalty 5798.609638 = -17405840.634446
  nChanged 9
		SP:Iteration 62Q (3122.470000 sec): 3 clusters
  Score: Raw -17411639.339620 + Penalty 5798.609638 = -17405840.729982
  nChanged 7
		SP:Iteration 63Q (3122.920000 sec): 3 clusters
  Score: Raw -17411639.412224 + Penalty 5798.609638 = -17405840.802586
  nChanged 5
		SP:Iteration 64Q (3123.380000 sec): 3 clusters
  Score: Raw -17411639.460049 + Penalty 5798.609638 = -17405840.850411
  nChanged 3
		SP:Iteration 65Q (3123.830000 sec): 3 clusters
  Score: Raw -17411639.488701 + Penalty 5798.609638 = -17405840.879063
  nChanged 4
		SP:Iteration 66Q (3124.300000 sec): 3 clusters
  Score: Raw -17411639.539637 + Penalty 5798.609638 = -17405840.929999
  nChanged 5
		SP:Iteration 67Q (3124.760000 sec): 3 clusters
  Score: Raw -17411639.616145 + Penalty 5798.609638 = -17405841.006508
  nChanged 4
		SP:Iteration 68Q (3125.210000 sec): 3 clusters
  Score: Raw -17411639.659125 + Penalty 5798.609638 = -17405841.049487
  nChanged 3
		SP:Iteration 69Q (3125.670000 sec): 3 clusters
  Score: Raw -17411639.678397 + Penalty 5798.609638 = -17405841.068760
  nChanged 3
		SP:Iteration 70Q (3126.120000 sec): 3 clusters
  Score: Raw -17411639.708294 + Penalty 5798.609638 = -17405841.098657
  nChanged 2
		SP:Iteration 71Q (3126.580000 sec): 3 clusters
  Score: Raw -17411639.731632 + Penalty 5798.609638 = -17405841.121994
  nChanged 0
		SP:Iteration 72F (3127.070000 sec): 3 clusters
  Score: Raw -17411639.731632 + Penalty 5798.609638 = -17405841.121994
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3127.160000 sec): 2 clusters
  Score: Raw -1775832.895195 + Penalty 2321.847580 = -1773511.047615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3127.200000 sec): 3 clusters
  Score: Raw -1769433.793264 + Penalty 4643.695160 = -1764790.098104
  nChanged 4882
		SP:Iteration 1F (3127.250000 sec): 3 clusters
  Score: Raw -1771978.650812 + Penalty 4643.695160 = -1767334.955653
  nChanged 669
		SP:Iteration 2F (3127.290000 sec): 3 clusters
  Score: Raw -1772240.424033 + Penalty 4643.695160 = -1767596.728874
  nChanged 522
		SP:Iteration 3Q (3127.340000 sec): 3 clusters
  Score: Raw -1772429.559652 + Penalty 4643.695160 = -1767785.864492
  nChanged 409
		SP:Iteration 4Q (3127.390000 sec): 3 clusters
  Score: Raw -1772571.830550 + Penalty 4643.695160 = -1767928.135390
  nChanged 367
		SP:Iteration 5Q (3127.430000 sec): 3 clusters
  Score: Raw -1772695.740866 + Penalty 4643.695160 = -1768052.045706
  nChanged 318
		SP:Iteration 6Q (3127.480000 sec): 3 clusters
  Score: Raw -1772803.082624 + Penalty 4643.695160 = -1768159.387464
  nChanged 267
		SP:Iteration 7Q (3127.530000 sec): 3 clusters
  Score: Raw -1772894.587307 + Penalty 4643.695160 = -1768250.892148
  nChanged 290
		SP:Iteration 8Q (3127.570000 sec): 3 clusters
  Score: Raw -1773007.161354 + Penalty 4643.695160 = -1768363.466194
  nChanged 362
		SP:Iteration 9Q (3127.620000 sec): 3 clusters
  Score: Raw -1773187.886252 + Penalty 4643.695160 = -1768544.191092
  nChanged 420
		SP:Iteration 10Q (3127.670000 sec): 3 clusters
  Score: Raw -1773421.097975 + Penalty 4643.695160 = -1768777.402816
  nChanged 504
		SP:Iteration 11Q (3127.710000 sec): 3 clusters
  Score: Raw -1773722.135430 + Penalty 4643.695160 = -1769078.440271
  nChanged 534
		SP:Iteration 12Q (3127.760000 sec): 3 clusters
  Score: Raw -1774072.126660 + Penalty 4643.695160 = -1769428.431501
  nChanged 544
		SP:Iteration 13Q (3127.810000 sec): 3 clusters
  Score: Raw -1774462.941063 + Penalty 4643.695160 = -1769819.245904
  nChanged 508
		SP:Iteration 14Q (3127.850000 sec): 3 clusters
  Score: Raw -1774871.833321 + Penalty 4643.695160 = -1770228.138162
  nChanged 456
		SP:Iteration 15Q (3127.890000 sec): 3 clusters
  Score: Raw -1775283.458820 + Penalty 4643.695160 = -1770639.763660
  nChanged 326
		SP:Iteration 16Q (3127.940000 sec): 3 clusters
  Score: Raw -1775581.351890 + Penalty 4643.695160 = -1770937.656730
  nChanged 209
		SP:Iteration 17Q (3127.980000 sec): 3 clusters
  Score: Raw -1775782.962534 + Penalty 4643.695160 = -1771139.267374
  nChanged 130
		SP:Iteration 18Q (3128.010000 sec): 3 clusters
  Score: Raw -1775902.630416 + Penalty 4643.695160 = -1771258.935256
  nChanged 70
		SP:Iteration 19Q (3128.050000 sec): 3 clusters
  Score: Raw -1775962.307536 + Penalty 4643.695160 = -1771318.612376
  nChanged 38
		SP:Iteration 20F (3128.100000 sec): 3 clusters
  Score: Raw -1775999.800616 + Penalty 4643.695160 = -1771356.105456
  nChanged 32
		SP:Iteration 21Q (3128.130000 sec): 3 clusters
  Score: Raw -1776039.433934 + Penalty 4643.695160 = -1771395.738774
  nChanged 24
		SP:Iteration 22Q (3128.170000 sec): 3 clusters
  Score: Raw -1776068.421857 + Penalty 4643.695160 = -1771424.726697
  nChanged 17
		SP:Iteration 23Q (3128.210000 sec): 3 clusters
  Score: Raw -1776090.605865 + Penalty 4643.695160 = -1771446.910706
  nChanged 15
		SP:Iteration 24Q (3128.240000 sec): 3 clusters
  Score: Raw -1776111.253945 + Penalty 4643.695160 = -1771467.558785
  nChanged 11
		SP:Iteration 25Q (3128.270000 sec): 3 clusters
  Score: Raw -1776124.928823 + Penalty 4643.695160 = -1771481.233663
  nChanged 4
		SP:Iteration 26Q (3128.310000 sec): 3 clusters
  Score: Raw -1776128.635429 + Penalty 4643.695160 = -1771484.940270
  nChanged 1
		SP:Iteration 27Q (3128.340000 sec): 3 clusters
  Score: Raw -1776129.467082 + Penalty 4643.695160 = -1771485.771922
  nChanged 0
		SP:Iteration 28F (3128.390000 sec): 3 clusters
  Score: Raw -1776129.467082 + Penalty 4643.695160 = -1771485.771922
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (3740 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3128.410000 sec): 2 clusters
  Score: Raw -535244.074278 + Penalty 2040.256541 = -533203.817737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3128.420000 sec): 3 clusters
  Score: Raw -533512.273498 + Penalty 4080.513082 = -529431.760417
  nChanged 1353
		SP:Iteration 1F (3128.430000 sec): 3 clusters
  Score: Raw -534310.146143 + Penalty 4080.513082 = -530229.633061
  nChanged 257
		SP:Iteration 2F (3128.450000 sec): 3 clusters
  Score: Raw -534462.518242 + Penalty 4080.513082 = -530382.005161
  nChanged 170
		SP:Iteration 3Q (3128.470000 sec): 3 clusters
  Score: Raw -534563.369172 + Penalty 4080.513082 = -530482.856090
  nChanged 137
		SP:Iteration 4Q (3128.480000 sec): 3 clusters
  Score: Raw -534642.000747 + Penalty 4080.513082 = -530561.487665
  nChanged 116
		SP:Iteration 5Q (3128.490000 sec): 3 clusters
  Score: Raw -534706.185180 + Penalty 4080.513082 = -530625.672098
  nChanged 85
		SP:Iteration 6Q (3128.510000 sec): 3 clusters
  Score: Raw -534744.671359 + Penalty 4080.513082 = -530664.158277
  nChanged 60
		SP:Iteration 7Q (3128.520000 sec): 3 clusters
  Score: Raw -534770.822004 + Penalty 4080.513082 = -530690.308922
  nChanged 50
		SP:Iteration 8Q (3128.540000 sec): 3 clusters
  Score: Raw -534796.073848 + Penalty 4080.513082 = -530715.560767
  nChanged 46
		SP:Iteration 9Q (3128.550000 sec): 3 clusters
  Score: Raw -534814.667907 + Penalty 4080.513082 = -530734.154825
  nChanged 41
		SP:Iteration 10Q (3128.570000 sec): 3 clusters
  Score: Raw -534834.941591 + Penalty 4080.513082 = -530754.428510
  nChanged 40
		SP:Iteration 11Q (3128.580000 sec): 3 clusters
  Score: Raw -534851.851357 + Penalty 4080.513082 = -530771.338275
  nChanged 33
		SP:Iteration 12Q (3128.600000 sec): 3 clusters
  Score: Raw -534865.215393 + Penalty 4080.513082 = -530784.702312
  nChanged 30
		SP:Iteration 13Q (3128.610000 sec): 3 clusters
  Score: Raw -534877.497734 + Penalty 4080.513082 = -530796.984653
  nChanged 36
		SP:Iteration 14Q (3128.630000 sec): 3 clusters
  Score: Raw -534896.658626 + Penalty 4080.513082 = -530816.145544
  nChanged 47
		SP:Iteration 15Q (3128.640000 sec): 3 clusters
  Score: Raw -534917.084620 + Penalty 4080.513082 = -530836.571539
  nChanged 39
		SP:Iteration 16Q (3128.660000 sec): 3 clusters
  Score: Raw -534935.760165 + Penalty 4080.513082 = -530855.247083
  nChanged 36
		SP:Iteration 17Q (3128.670000 sec): 3 clusters
  Score: Raw -534951.073717 + Penalty 4080.513082 = -530870.560635
  nChanged 32
		SP:Iteration 18Q (3128.690000 sec): 3 clusters
  Score: Raw -534968.585384 + Penalty 4080.513082 = -530888.072302
  nChanged 45
		SP:Iteration 19Q (3128.700000 sec): 3 clusters
  Score: Raw -534992.572601 + Penalty 4080.513082 = -530912.059520
  nChanged 49
		SP:Iteration 20F (3128.710000 sec): 3 clusters
  Score: Raw -535013.829069 + Penalty 4080.513082 = -530933.315987
  nChanged 33
		SP:Iteration 21Q (3128.730000 sec): 3 clusters
  Score: Raw -535027.148718 + Penalty 4080.513082 = -530946.635637
  nChanged 28
		SP:Iteration 22Q (3128.750000 sec): 3 clusters
  Score: Raw -535038.918521 + Penalty 4080.513082 = -530958.405439
  nChanged 29
		SP:Iteration 23Q (3128.760000 sec): 3 clusters
  Score: Raw -535054.759748 + Penalty 4080.513082 = -530974.246666
  nChanged 35
		SP:Iteration 24Q (3128.770000 sec): 3 clusters
  Score: Raw -535071.727651 + Penalty 4080.513082 = -530991.214569
  nChanged 42
		SP:Iteration 25Q (3128.790000 sec): 3 clusters
  Score: Raw -535090.891402 + Penalty 4080.513082 = -531010.378320
  nChanged 32
		SP:Iteration 26Q (3128.800000 sec): 3 clusters
  Score: Raw -535106.116499 + Penalty 4080.513082 = -531025.603418
  nChanged 30
		SP:Iteration 27Q (3128.820000 sec): 3 clusters
  Score: Raw -535118.267046 + Penalty 4080.513082 = -531037.753965
  nChanged 23
		SP:Iteration 28Q (3128.830000 sec): 3 clusters
  Score: Raw -535132.700188 + Penalty 4080.513082 = -531052.187106
  nChanged 26
		SP:Iteration 29Q (3128.850000 sec): 3 clusters
  Score: Raw -535150.496564 + Penalty 4080.513082 = -531069.983483
  nChanged 25
		SP:Iteration 30Q (3128.860000 sec): 3 clusters
  Score: Raw -535165.531637 + Penalty 4080.513082 = -531085.018555
  nChanged 32
		SP:Iteration 31Q (3128.880000 sec): 3 clusters
  Score: Raw -535180.446966 + Penalty 4080.513082 = -531099.933884
  nChanged 22
		SP:Iteration 32Q (3128.890000 sec): 3 clusters
  Score: Raw -535192.592298 + Penalty 4080.513082 = -531112.079216
  nChanged 13
		SP:Iteration 33Q (3128.910000 sec): 3 clusters
  Score: Raw -535197.359707 + Penalty 4080.513082 = -531116.846626
  nChanged 11
		SP:Iteration 34Q (3128.920000 sec): 3 clusters
  Score: Raw -535201.156239 + Penalty 4080.513082 = -531120.643157
  nChanged 8
		SP:Iteration 35Q (3128.930000 sec): 3 clusters
  Score: Raw -535205.572405 + Penalty 4080.513082 = -531125.059323
  nChanged 13
		SP:Iteration 36Q (3128.950000 sec): 3 clusters
  Score: Raw -535210.479030 + Penalty 4080.513082 = -531129.965949
  nChanged 14
		SP:Iteration 37Q (3128.970000 sec): 3 clusters
  Score: Raw -535215.905929 + Penalty 4080.513082 = -531135.392847
  nChanged 8
		SP:Iteration 38Q (3128.980000 sec): 3 clusters
  Score: Raw -535218.200785 + Penalty 4080.513082 = -531137.687703
  nChanged 4
		SP:Iteration 39Q (3128.990000 sec): 3 clusters
  Score: Raw -535219.245857 + Penalty 4080.513082 = -531138.732775
  nChanged 3
		SP:Iteration 40F (3129.010000 sec): 3 clusters
  Score: Raw -535219.772778 + Penalty 4080.513082 = -531139.259696
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3129.010000 sec): 2 clusters
  Score: Raw -27239.942278 + Penalty 1352.919637 = -25887.022641
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3129.010000 sec): 3 clusters
  Score: Raw -27491.737114 + Penalty 2705.839273 = -24785.897841
  nChanged 31
		SP:Iteration 1F (3129.010000 sec): 3 clusters
  Score: Raw -27651.737425 + Penalty 2705.839273 = -24945.898152
  nChanged 11
		SP:Iteration 2Q (3129.020000 sec): 3 clusters
  Score: Raw -27722.041408 + Penalty 2705.839273 = -25016.202135
  nChanged 6
		SP:Iteration 3Q (3129.020000 sec): 3 clusters
  Score: Raw -27792.857037 + Penalty 2705.839273 = -25087.017764
  nChanged 5
		SP:Iteration 4Q (3129.020000 sec): 3 clusters
  Score: Raw -27825.022497 + Penalty 2705.839273 = -25119.183224
  nChanged 5
		SP:Iteration 5Q (3129.020000 sec): 3 clusters
  Score: Raw -27852.433868 + Penalty 2705.839273 = -25146.594594
  nChanged 1
		SP:Iteration 6Q (3129.020000 sec): 3 clusters
  Score: Raw -27866.600349 + Penalty 2705.839273 = -25160.761076
  nChanged 1
		SP:Iteration 7Q (3129.020000 sec): 3 clusters
  Score: Raw -27872.912919 + Penalty 2705.839273 = -25167.073646
  nChanged 1
		SP:Iteration 8Q (3129.020000 sec): 3 clusters
  Score: Raw -27878.356377 + Penalty 2705.839273 = -25172.517104
  nChanged 2
		SP:Iteration 9Q (3129.020000 sec): 3 clusters
  Score: Raw -27895.403663 + Penalty 2705.839273 = -25189.564390
  nChanged 2
		SP:Iteration 10Q (3129.020000 sec): 3 clusters
  Score: Raw -27913.395028 + Penalty 2705.839273 = -25207.555755
  nChanged 0
		SP:Iteration 11F (3129.030000 sec): 3 clusters
  Score: Raw -27913.395028 + Penalty 2705.839273 = -25207.555755
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (30933 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3129.140000 sec): 2 clusters
  Score: Raw -4515764.815052 + Penalty 2564.215556 = -4513200.599496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3129.270000 sec): 3 clusters
  Score: Raw -4497200.262436 + Penalty 5128.431112 = -4492071.831324
  nChanged 13922
		SP:Iteration 1F (3129.390000 sec): 3 clusters
  Score: Raw -4504790.511585 + Penalty 5128.431112 = -4499662.080474
  nChanged 1470
		SP:Iteration 2Q (3129.520000 sec): 3 clusters
  Score: Raw -4505361.247645 + Penalty 5128.431112 = -4500232.816534
  nChanged 1382
		SP:Iteration 3Q (3129.640000 sec): 3 clusters
  Score: Raw -4505965.318743 + Penalty 5128.431112 = -4500836.887632
  nChanged 1320
		SP:Iteration 4Q (3129.770000 sec): 3 clusters
  Score: Raw -4506587.458547 + Penalty 5128.431112 = -4501459.027435
  nChanged 1309
		SP:Iteration 5Q (3129.890000 sec): 3 clusters
  Score: Raw -4507255.606679 + Penalty 5128.431112 = -4502127.175567
  nChanged 1442
		SP:Iteration 6Q (3130.010000 sec): 3 clusters
  Score: Raw -4508019.970294 + Penalty 5128.431112 = -4502891.539182
  nChanged 1589
		SP:Iteration 7F (3130.140000 sec): 3 clusters
  Score: Raw -4508888.361847 + Penalty 5128.431112 = -4503759.930736
  nChanged 1661
		SP:Iteration 8F (3130.260000 sec): 3 clusters
  Score: Raw -4509735.375137 + Penalty 5128.431112 = -4504606.944025
  nChanged 1646
		SP:Iteration 9F (3130.380000 sec): 3 clusters
  Score: Raw -4510488.302768 + Penalty 5128.431112 = -4505359.871657
  nChanged 1399
		SP:Iteration 10Q (3130.510000 sec): 3 clusters
  Score: Raw -4511072.335478 + Penalty 5128.431112 = -4505943.904367
  nChanged 1184
		SP:Iteration 11Q (3130.630000 sec): 3 clusters
  Score: Raw -4511550.351567 + Penalty 5128.431112 = -4506421.920455
  nChanged 965
		SP:Iteration 12Q (3130.750000 sec): 3 clusters
  Score: Raw -4511957.764073 + Penalty 5128.431112 = -4506829.332962
  nChanged 898
		SP:Iteration 13Q (3130.870000 sec): 3 clusters
  Score: Raw -4512318.996297 + Penalty 5128.431112 = -4507190.565185
  nChanged 802
		SP:Iteration 14Q (3130.990000 sec): 3 clusters
  Score: Raw -4512637.281532 + Penalty 5128.431112 = -4507508.850421
  nChanged 754
		SP:Iteration 15Q (3131.120000 sec): 3 clusters
  Score: Raw -4512945.061678 + Penalty 5128.431112 = -4507816.630566
  nChanged 762
		SP:Iteration 16Q (3131.240000 sec): 3 clusters
  Score: Raw -4513265.233131 + Penalty 5128.431112 = -4508136.802019
  nChanged 733
		SP:Iteration 17Q (3131.360000 sec): 3 clusters
  Score: Raw -4513585.717265 + Penalty 5128.431112 = -4508457.286153
  nChanged 689
		SP:Iteration 18Q (3131.480000 sec): 3 clusters
  Score: Raw -4513896.198147 + Penalty 5128.431112 = -4508767.767035
  nChanged 637
		SP:Iteration 19Q (3131.600000 sec): 3 clusters
  Score: Raw -4514206.903948 + Penalty 5128.431112 = -4509078.472836
  nChanged 610
		SP:Iteration 20F (3131.720000 sec): 3 clusters
  Score: Raw -4514604.354084 + Penalty 5128.431112 = -4509475.922972
  nChanged 574
		SP:Iteration 21Q (3131.850000 sec): 3 clusters
  Score: Raw -4515260.582041 + Penalty 5128.431112 = -4510132.150929
  nChanged 514
		SP:Iteration 22Q (3131.970000 sec): 3 clusters
  Score: Raw -4515926.925161 + Penalty 5128.431112 = -4510798.494050
  nChanged 441
		SP:Iteration 23Q (3132.080000 sec): 3 clusters
  Score: Raw -4516135.278057 + Penalty 5128.431112 = -4511006.846945
  nChanged 375
		SP:Iteration 24Q (3132.190000 sec): 3 clusters
  Score: Raw -4516293.063061 + Penalty 5128.431112 = -4511164.631949
  nChanged 331
		SP:Iteration 25Q (3132.300000 sec): 3 clusters
  Score: Raw -4516422.997855 + Penalty 5128.431112 = -4511294.566743
  nChanged 270
		SP:Iteration 26Q (3132.400000 sec): 3 clusters
  Score: Raw -4516517.187511 + Penalty 5128.431112 = -4511388.756399
  nChanged 218
		SP:Iteration 27Q (3132.500000 sec): 3 clusters
  Score: Raw -4516586.290925 + Penalty 5128.431112 = -4511457.859813
  nChanged 153
		SP:Iteration 28Q (3132.600000 sec): 3 clusters
  Score: Raw -4516629.746115 + Penalty 5128.431112 = -4511501.315004
  nChanged 147
		SP:Iteration 29Q (3132.700000 sec): 3 clusters
  Score: Raw -4516668.417314 + Penalty 5128.431112 = -4511539.986203
  nChanged 110
		SP:Iteration 30Q (3132.800000 sec): 3 clusters
  Score: Raw -4516697.506912 + Penalty 5128.431112 = -4511569.075800
  nChanged 96
		SP:Iteration 31Q (3132.900000 sec): 3 clusters
  Score: Raw -4516722.219572 + Penalty 5128.431112 = -4511593.788460
  nChanged 86
		SP:Iteration 32Q (3133.000000 sec): 3 clusters
  Score: Raw -4516742.630078 + Penalty 5128.431112 = -4511614.198966
  nChanged 71
		SP:Iteration 33Q (3133.100000 sec): 3 clusters
  Score: Raw -4516758.483982 + Penalty 5128.431112 = -4511630.052870
  nChanged 61
		SP:Iteration 34Q (3133.190000 sec): 3 clusters
  Score: Raw -4516771.705102 + Penalty 5128.431112 = -4511643.273990
  nChanged 50
		SP:Iteration 35Q (3133.290000 sec): 3 clusters
  Score: Raw -4516784.076992 + Penalty 5128.431112 = -4511655.645881
  nChanged 50
		SP:Iteration 36Q (3133.390000 sec): 3 clusters
  Score: Raw -4516796.042474 + Penalty 5128.431112 = -4511667.611362
  nChanged 50
		SP:Iteration 37Q (3133.480000 sec): 3 clusters
  Score: Raw -4516806.604343 + Penalty 5128.431112 = -4511678.173232
  nChanged 45
		SP:Iteration 38Q (3133.580000 sec): 3 clusters
  Score: Raw -4516814.777007 + Penalty 5128.431112 = -4511686.345895
  nChanged 37
		SP:Iteration 39Q (3133.680000 sec): 3 clusters
  Score: Raw -4516822.877640 + Penalty 5128.431112 = -4511694.446528
  nChanged 36
		SP:Iteration 40F (3133.800000 sec): 3 clusters
  Score: Raw -4516831.567250 + Penalty 5128.431112 = -4511703.136138
  nChanged 36
		SP:Iteration 41Q (3133.900000 sec): 3 clusters
  Score: Raw -4516840.815070 + Penalty 5128.431112 = -4511712.383959
  nChanged 31
		SP:Iteration 42Q (3133.990000 sec): 3 clusters
  Score: Raw -4516846.724069 + Penalty 5128.431112 = -4511718.292957
  nChanged 26
		SP:Iteration 43Q (3134.090000 sec): 3 clusters
  Score: Raw -4516851.932203 + Penalty 5128.431112 = -4511723.501092
  nChanged 22
		SP:Iteration 44Q (3134.180000 sec): 3 clusters
  Score: Raw -4516855.252043 + Penalty 5128.431112 = -4511726.820931
  nChanged 14
		SP:Iteration 45Q (3134.280000 sec): 3 clusters
  Score: Raw -4516857.413943 + Penalty 5128.431112 = -4511728.982831
  nChanged 10
		SP:Iteration 46Q (3134.380000 sec): 3 clusters
  Score: Raw -4516858.978142 + Penalty 5128.431112 = -4511730.547030
  nChanged 11
		SP:Iteration 47Q (3134.470000 sec): 3 clusters
  Score: Raw -4516860.670286 + Penalty 5128.431112 = -4511732.239174
  nChanged 10
		SP:Iteration 48Q (3134.570000 sec): 3 clusters
  Score: Raw -4516861.808344 + Penalty 5128.431112 = -4511733.377232
  nChanged 5
		SP:Iteration 49Q (3134.660000 sec): 3 clusters
  Score: Raw -4516862.375278 + Penalty 5128.431112 = -4511733.944167
  nChanged 4
		SP:Iteration 50Q (3134.760000 sec): 3 clusters
  Score: Raw -4516862.978193 + Penalty 5128.431112 = -4511734.547081
  nChanged 4
		SP:Iteration 51Q (3134.860000 sec): 3 clusters
  Score: Raw -4516863.669732 + Penalty 5128.431112 = -4511735.238620
  nChanged 7
		SP:Iteration 52Q (3134.960000 sec): 3 clusters
  Score: Raw -4516864.998030 + Penalty 5128.431112 = -4511736.566918
  nChanged 13
		SP:Iteration 53Q (3135.050000 sec): 3 clusters
  Score: Raw -4516867.492832 + Penalty 5128.431112 = -4511739.061721
  nChanged 14
		SP:Iteration 54Q (3135.150000 sec): 3 clusters
  Score: Raw -4516870.040539 + Penalty 5128.431112 = -4511741.609427
  nChanged 11
		SP:Iteration 55Q (3135.250000 sec): 3 clusters
  Score: Raw -4516871.613566 + Penalty 5128.431112 = -4511743.182454
  nChanged 10
		SP:Iteration 56Q (3135.340000 sec): 3 clusters
  Score: Raw -4516872.807312 + Penalty 5128.431112 = -4511744.376200
  nChanged 7
		SP:Iteration 57Q (3135.430000 sec): 3 clusters
  Score: Raw -4516873.876358 + Penalty 5128.431112 = -4511745.445246
  nChanged 9
		SP:Iteration 58Q (3135.530000 sec): 3 clusters
  Score: Raw -4516875.254353 + Penalty 5128.431112 = -4511746.823242
  nChanged 9
		SP:Iteration 59Q (3135.630000 sec): 3 clusters
  Score: Raw -4516876.554792 + Penalty 5128.431112 = -4511748.123680
  nChanged 8
		SP:Iteration 60F (3135.750000 sec): 3 clusters
  Score: Raw -4516877.630983 + Penalty 5128.431112 = -4511749.199871
  nChanged 8
		SP:Iteration 61Q (3135.850000 sec): 3 clusters
  Score: Raw -4516878.594070 + Penalty 5128.431112 = -4511750.162958
  nChanged 6
		SP:Iteration 62Q (3135.940000 sec): 3 clusters
  Score: Raw -4516879.327510 + Penalty 5128.431112 = -4511750.896399
  nChanged 4
		SP:Iteration 63Q (3136.040000 sec): 3 clusters
  Score: Raw -4516879.989617 + Penalty 5128.431112 = -4511751.558506
  nChanged 5
		SP:Iteration 64Q (3136.130000 sec): 3 clusters
  Score: Raw -4516880.475377 + Penalty 5128.431112 = -4511752.044265
  nChanged 6
		SP:Iteration 65Q (3136.230000 sec): 3 clusters
  Score: Raw -4516881.324804 + Penalty 5128.431112 = -4511752.893692
  nChanged 3
		SP:Iteration 66Q (3136.330000 sec): 3 clusters
  Score: Raw -4516881.669341 + Penalty 5128.431112 = -4511753.238230
  nChanged 1
		SP:Iteration 67Q (3136.420000 sec): 3 clusters
  Score: Raw -4516881.793241 + Penalty 5128.431112 = -4511753.362129
  nChanged 1
		SP:Iteration 68Q (3136.520000 sec): 3 clusters
  Score: Raw -4516881.894724 + Penalty 5128.431112 = -4511753.463612
  nChanged 2
		SP:Iteration 69Q (3136.610000 sec): 3 clusters
  Score: Raw -4516882.347829 + Penalty 5128.431112 = -4511753.916717
  nChanged 2
		SP:Iteration 70Q (3136.710000 sec): 3 clusters
  Score: Raw -4516882.945699 + Penalty 5128.431112 = -4511754.514587
  nChanged 4
		SP:Iteration 71Q (3136.810000 sec): 3 clusters
  Score: Raw -4516883.486764 + Penalty 5128.431112 = -4511755.055652
  nChanged 6
		SP:Iteration 72Q (3136.900000 sec): 3 clusters
  Score: Raw -4516884.756335 + Penalty 5128.431112 = -4511756.325224
  nChanged 5
		SP:Iteration 73Q (3137.000000 sec): 3 clusters
  Score: Raw -4516885.931705 + Penalty 5128.431112 = -4511757.500593
  nChanged 8
		SP:Iteration 74Q (3137.090000 sec): 3 clusters
  Score: Raw -4516888.014978 + Penalty 5128.431112 = -4511759.583867
  nChanged 10
		SP:Iteration 75Q (3137.190000 sec): 3 clusters
  Score: Raw -4516890.394349 + Penalty 5128.431112 = -4511761.963237
  nChanged 12
		SP:Iteration 76Q (3137.280000 sec): 3 clusters
  Score: Raw -4516892.618557 + Penalty 5128.431112 = -4511764.187445
  nChanged 9
		SP:Iteration 77Q (3137.380000 sec): 3 clusters
  Score: Raw -4516894.033412 + Penalty 5128.431112 = -4511765.602300
  nChanged 10
		SP:Iteration 78Q (3137.470000 sec): 3 clusters
  Score: Raw -4516895.366528 + Penalty 5128.431112 = -4511766.935416
  nChanged 5
		SP:Iteration 79Q (3137.570000 sec): 3 clusters
  Score: Raw -4516895.873646 + Penalty 5128.431112 = -4511767.442534
  nChanged 1
		SP:Iteration 80F (3137.690000 sec): 3 clusters
  Score: Raw -4516896.013767 + Penalty 5128.431112 = -4511767.582655
  nChanged 3
		SP:Iteration 81Q (3137.790000 sec): 3 clusters
  Score: Raw -4516896.840704 + Penalty 5128.431112 = -4511768.409592
  nChanged 4
		SP:Iteration 82Q (3137.880000 sec): 3 clusters
  Score: Raw -4516897.505115 + Penalty 5128.431112 = -4511769.074003
  nChanged 3
		SP:Iteration 83Q (3137.970000 sec): 3 clusters
  Score: Raw -4516897.891612 + Penalty 5128.431112 = -4511769.460500
  nChanged 3
		SP:Iteration 84Q (3138.070000 sec): 3 clusters
  Score: Raw -4516898.243078 + Penalty 5128.431112 = -4511769.811967
  nChanged 2
		SP:Iteration 85Q (3138.160000 sec): 3 clusters
  Score: Raw -4516898.524771 + Penalty 5128.431112 = -4511770.093660
  nChanged 2
		SP:Iteration 86Q (3138.250000 sec): 3 clusters
  Score: Raw -4516898.673308 + Penalty 5128.431112 = -4511770.242196
  nChanged 2
		SP:Iteration 87Q (3138.350000 sec): 3 clusters
  Score: Raw -4516898.923699 + Penalty 5128.431112 = -4511770.492588
  nChanged 0
		SP:Iteration 88F (3138.470000 sec): 3 clusters
  Score: Raw -4516898.923699 + Penalty 5128.431112 = -4511770.492588
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.490000 sec): 2 clusters
  Score: Raw -32701.428481 + Penalty 1345.387604 = -31356.040876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.490000 sec): 3 clusters
  Score: Raw -33173.875499 + Penalty 2690.775209 = -30483.100290
  nChanged 44
		SP:Iteration 1F (3138.490000 sec): 3 clusters
  Score: Raw -33407.173905 + Penalty 2690.775209 = -30716.398697
  nChanged 18
		SP:Iteration 2F (3138.490000 sec): 3 clusters
  Score: Raw -33565.393747 + Penalty 2690.775209 = -30874.618538
  nChanged 11
		SP:Iteration 3Q (3138.490000 sec): 3 clusters
  Score: Raw -33677.319417 + Penalty 2690.775209 = -30986.544208
  nChanged 2
		SP:Iteration 4Q (3138.490000 sec): 3 clusters
  Score: Raw -33698.999758 + Penalty 2690.775209 = -31008.224549
  nChanged 1
		SP:Iteration 5Q (3138.490000 sec): 3 clusters
  Score: Raw -33703.809614 + Penalty 2690.775209 = -31013.034405
  nChanged 0
		SP:Iteration 6F (3138.490000 sec): 3 clusters
  Score: Raw -33703.809614 + Penalty 2690.775209 = -31013.034405
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 23 (608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.500000 sec): 2 clusters
  Score: Raw -81594.403659 + Penalty 1589.723371 = -80004.680288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.500000 sec): 3 clusters
  Score: Raw -81573.656038 + Penalty 3179.446741 = -78394.209296
  nChanged 131
		SP:Iteration 1F (3138.500000 sec): 3 clusters
  Score: Raw -81815.817189 + Penalty 3179.446741 = -78636.370448
  nChanged 24
		SP:Iteration 2Q (3138.510000 sec): 3 clusters
  Score: Raw -81866.108178 + Penalty 3179.446741 = -78686.661437
  nChanged 11
		SP:Iteration 3Q (3138.510000 sec): 3 clusters
  Score: Raw -81889.724714 + Penalty 3179.446741 = -78710.277973
  nChanged 9
		SP:Iteration 4Q (3138.510000 sec): 3 clusters
  Score: Raw -81913.478439 + Penalty 3179.446741 = -78734.031698
  nChanged 8
		SP:Iteration 5Q (3138.510000 sec): 3 clusters
  Score: Raw -81925.507979 + Penalty 3179.446741 = -78746.061238
  nChanged 3
		SP:Iteration 6Q (3138.510000 sec): 3 clusters
  Score: Raw -81937.076228 + Penalty 3179.446741 = -78757.629487
  nChanged 2
		SP:Iteration 7Q (3138.520000 sec): 3 clusters
  Score: Raw -81943.546701 + Penalty 3179.446741 = -78764.099959
  nChanged 3
		SP:Iteration 8Q (3138.520000 sec): 3 clusters
  Score: Raw -81954.604303 + Penalty 3179.446741 = -78775.157562
  nChanged 3
		SP:Iteration 9Q (3138.520000 sec): 3 clusters
  Score: Raw -81963.812411 + Penalty 3179.446741 = -78784.365670
  nChanged 3
		SP:Iteration 10Q (3138.520000 sec): 3 clusters
  Score: Raw -81968.805004 + Penalty 3179.446741 = -78789.358262
  nChanged 0
		SP:Iteration 11F (3138.530000 sec): 3 clusters
  Score: Raw -81968.805004 + Penalty 3179.446741 = -78789.358262
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.530000 sec): 2 clusters
  Score: Raw -257351.790429 + Penalty 1857.789723 = -255494.000706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.540000 sec): 3 clusters
  Score: Raw -256749.717873 + Penalty 3715.579446 = -253034.138427
  nChanged 557
		SP:Iteration 1F (3138.550000 sec): 3 clusters
  Score: Raw -257183.058884 + Penalty 3715.579446 = -253467.479438
  nChanged 131
		SP:Iteration 2F (3138.560000 sec): 3 clusters
  Score: Raw -257289.874861 + Penalty 3715.579446 = -253574.295415
  nChanged 82
		SP:Iteration 3Q (3138.560000 sec): 3 clusters
  Score: Raw -257361.901767 + Penalty 3715.579446 = -253646.322320
  nChanged 44
		SP:Iteration 4Q (3138.570000 sec): 3 clusters
  Score: Raw -257390.724154 + Penalty 3715.579446 = -253675.144707
  nChanged 22
		SP:Iteration 5Q (3138.580000 sec): 3 clusters
  Score: Raw -257401.655463 + Penalty 3715.579446 = -253686.076017
  nChanged 7
		SP:Iteration 6Q (3138.590000 sec): 3 clusters
  Score: Raw -257405.948871 + Penalty 3715.579446 = -253690.369424
  nChanged 5
		SP:Iteration 7Q (3138.590000 sec): 3 clusters
  Score: Raw -257408.380667 + Penalty 3715.579446 = -253692.801221
  nChanged 5
		SP:Iteration 8Q (3138.600000 sec): 3 clusters
  Score: Raw -257411.406586 + Penalty 3715.579446 = -253695.827140
  nChanged 7
		SP:Iteration 9Q (3138.610000 sec): 3 clusters
  Score: Raw -257415.331700 + Penalty 3715.579446 = -253699.752253
  nChanged 7
		SP:Iteration 10Q (3138.610000 sec): 3 clusters
  Score: Raw -257419.489154 + Penalty 3715.579446 = -253703.909707
  nChanged 3
		SP:Iteration 11Q (3138.620000 sec): 3 clusters
  Score: Raw -257421.238346 + Penalty 3715.579446 = -253705.658900
  nChanged 6
		SP:Iteration 12Q (3138.630000 sec): 3 clusters
  Score: Raw -257427.748773 + Penalty 3715.579446 = -253712.169327
  nChanged 8
		SP:Iteration 13Q (3138.630000 sec): 3 clusters
  Score: Raw -257432.478189 + Penalty 3715.579446 = -253716.898743
  nChanged 6
		SP:Iteration 14Q (3138.640000 sec): 3 clusters
  Score: Raw -257438.352688 + Penalty 3715.579446 = -253722.773241
  nChanged 5
		SP:Iteration 15Q (3138.650000 sec): 3 clusters
  Score: Raw -257443.001066 + Penalty 3715.579446 = -253727.421619
  nChanged 5
		SP:Iteration 16Q (3138.650000 sec): 3 clusters
  Score: Raw -257445.816609 + Penalty 3715.579446 = -253730.237163
  nChanged 5
		SP:Iteration 17Q (3138.660000 sec): 3 clusters
  Score: Raw -257447.987807 + Penalty 3715.579446 = -253732.408361
  nChanged 3
		SP:Iteration 18Q (3138.670000 sec): 3 clusters
  Score: Raw -257449.321186 + Penalty 3715.579446 = -253733.741740
  nChanged 3
		SP:Iteration 19Q (3138.670000 sec): 3 clusters
  Score: Raw -257451.012753 + Penalty 3715.579446 = -253735.433307
  nChanged 2
		SP:Iteration 20F (3138.680000 sec): 3 clusters
  Score: Raw -257451.784688 + Penalty 3715.579446 = -253736.205241
  nChanged 1
		SP:Iteration 21Q (3138.690000 sec): 3 clusters
  Score: Raw -257452.552403 + Penalty 3715.579446 = -253736.972957
  nChanged 0
		SP:Iteration 22F (3138.690000 sec): 3 clusters
  Score: Raw -257452.552403 + Penalty 3715.579446 = -253736.972957
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.690000 sec): 2 clusters
  Score: Raw -14092.726968 + Penalty 1232.513698 = -12860.213270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.690000 sec): 3 clusters
  Score: Raw -14477.834217 + Penalty 2465.027397 = -12012.806821
  nChanged 17
		SP:Iteration 1F (3138.700000 sec): 3 clusters
  Score: Raw -14608.437963 + Penalty 2465.027397 = -12143.410566
  nChanged 2
		SP:Iteration 2Q (3138.700000 sec): 3 clusters
  Score: Raw -14637.159225 + Penalty 2465.027397 = -12172.131829
  nChanged 0
		SP:Iteration 3F (3138.700000 sec): 3 clusters
  Score: Raw -14637.159225 + Penalty 2465.027397 = -12172.131829
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.700000 sec): 2 clusters
  Score: Raw -51116.540451 + Penalty 1468.551448 = -49647.989003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.700000 sec): 3 clusters
  Score: Raw -51218.137004 + Penalty 2937.102896 = -48281.034108
  nChanged 56
		SP:Iteration 1F (3138.710000 sec): 3 clusters
  Score: Raw -51346.218527 + Penalty 2937.102896 = -48409.115631
  nChanged 10
		SP:Iteration 2Q (3138.710000 sec): 3 clusters
  Score: Raw -51382.476958 + Penalty 2937.102896 = -48445.374062
  nChanged 7
		SP:Iteration 3Q (3138.710000 sec): 3 clusters
  Score: Raw -51404.555793 + Penalty 2937.102896 = -48467.452896
  nChanged 4
		SP:Iteration 4Q (3138.710000 sec): 3 clusters
  Score: Raw -51413.205893 + Penalty 2937.102896 = -48476.102997
  nChanged 2
		SP:Iteration 5Q (3138.710000 sec): 3 clusters
  Score: Raw -51415.705144 + Penalty 2937.102896 = -48478.602248
  nChanged 2
		SP:Iteration 6Q (3138.710000 sec): 3 clusters
  Score: Raw -51421.156591 + Penalty 2937.102896 = -48484.053695
  nChanged 1
		SP:Iteration 7Q (3138.710000 sec): 3 clusters
  Score: Raw -51422.426868 + Penalty 2937.102896 = -48485.323972
  nChanged 0
		SP:Iteration 8F (3138.710000 sec): 3 clusters
  Score: Raw -51422.426868 + Penalty 2937.102896 = -48485.323972
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (141290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3139.250000 sec): 2 clusters
  Score: Raw -20519933.758847 + Penalty 2940.925309 = -20516992.833538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3139.830000 sec): 3 clusters
  Score: Raw -20428422.437759 + Penalty 5881.850618 = -20422540.587141
  nChanged 67369
		SP:Iteration 1F (3140.400000 sec): 3 clusters
  Score: Raw -20467336.413724 + Penalty 5881.850618 = -20461454.563106
  nChanged 4500
		SP:Iteration 2Q (3140.980000 sec): 3 clusters
  Score: Raw -20468434.464141 + Penalty 5881.850618 = -20462552.613523
  nChanged 4956
		SP:Iteration 3Q (3141.580000 sec): 3 clusters
  Score: Raw -20469860.344062 + Penalty 5881.850618 = -20463978.493444
  nChanged 5505
		SP:Iteration 4Q (3142.180000 sec): 3 clusters
  Score: Raw -20471768.896920 + Penalty 5881.850618 = -20465887.046302
  nChanged 6347
		SP:Iteration 5Q (3142.770000 sec): 3 clusters
  Score: Raw -20474423.038926 + Penalty 5881.850618 = -20468541.188308
  nChanged 7542
		SP:Iteration 6F (3143.350000 sec): 3 clusters
  Score: Raw -20478014.289484 + Penalty 5881.850618 = -20472132.438866
  nChanged 8132
		SP:Iteration 7F (3143.920000 sec): 3 clusters
  Score: Raw -20482288.294644 + Penalty 5881.850618 = -20476406.444025
  nChanged 8296
		SP:Iteration 8F (3144.500000 sec): 3 clusters
  Score: Raw -20486919.015003 + Penalty 5881.850618 = -20481037.164385
  nChanged 7898
		SP:Iteration 9F (3145.070000 sec): 3 clusters
  Score: Raw -20491581.983404 + Penalty 5881.850618 = -20485700.132786
  nChanged 7055
		SP:Iteration 10Q (3145.660000 sec): 3 clusters
  Score: Raw -20495962.741171 + Penalty 5881.850618 = -20490080.890553
  nChanged 5978
		SP:Iteration 11Q (3146.240000 sec): 3 clusters
  Score: Raw -20499695.753288 + Penalty 5881.850618 = -20493813.902670
  nChanged 4920
		SP:Iteration 12Q (3146.810000 sec): 3 clusters
  Score: Raw -20502541.951617 + Penalty 5881.850618 = -20496660.100998
  nChanged 3951
		SP:Iteration 13Q (3147.370000 sec): 3 clusters
  Score: Raw -20504556.539912 + Penalty 5881.850618 = -20498674.689293
  nChanged 3145
		SP:Iteration 14Q (3147.920000 sec): 3 clusters
  Score: Raw -20506080.334205 + Penalty 5881.850618 = -20500198.483587
  nChanged 2884
		SP:Iteration 15Q (3148.450000 sec): 3 clusters
  Score: Raw -20507446.225141 + Penalty 5881.850618 = -20501564.374523
  nChanged 2733
		SP:Iteration 16Q (3148.940000 sec): 3 clusters
  Score: Raw -20508743.811214 + Penalty 5881.850618 = -20502861.960596
  nChanged 2735
		SP:Iteration 17Q (3149.420000 sec): 3 clusters
  Score: Raw -20510025.663105 + Penalty 5881.850618 = -20504143.812487
  nChanged 2665
		SP:Iteration 18Q (3149.900000 sec): 3 clusters
  Score: Raw -20511285.745943 + Penalty 5881.850618 = -20505403.895325
  nChanged 2477
		SP:Iteration 19Q (3150.360000 sec): 3 clusters
  Score: Raw -20512496.341981 + Penalty 5881.850618 = -20506614.491363
  nChanged 2329
		SP:Iteration 20F (3150.900000 sec): 3 clusters
  Score: Raw -20513648.243629 + Penalty 5881.850618 = -20507766.393011
  nChanged 2086
		SP:Iteration 21Q (3151.350000 sec): 3 clusters
  Score: Raw -20514718.602036 + Penalty 5881.850618 = -20508836.751418
  nChanged 1910
		SP:Iteration 22Q (3151.790000 sec): 3 clusters
  Score: Raw -20515732.400706 + Penalty 5881.850618 = -20509850.550088
  nChanged 1721
		SP:Iteration 23Q (3152.220000 sec): 3 clusters
  Score: Raw -20516648.536863 + Penalty 5881.850618 = -20510766.686244
  nChanged 1491
		SP:Iteration 24Q (3152.650000 sec): 3 clusters
  Score: Raw -20517483.962317 + Penalty 5881.850618 = -20511602.111699
  nChanged 1279
		SP:Iteration 25Q (3153.070000 sec): 3 clusters
  Score: Raw -20518240.387667 + Penalty 5881.850618 = -20512358.537048
  nChanged 1040
		SP:Iteration 26Q (3153.480000 sec): 3 clusters
  Score: Raw -20518877.713205 + Penalty 5881.850618 = -20512995.862587
  nChanged 866
		SP:Iteration 27Q (3153.900000 sec): 3 clusters
  Score: Raw -20519431.244036 + Penalty 5881.850618 = -20513549.393418
  nChanged 696
		SP:Iteration 28Q (3154.300000 sec): 3 clusters
  Score: Raw -20519871.015886 + Penalty 5881.850618 = -20513989.165267
  nChanged 572
		SP:Iteration 29Q (3154.710000 sec): 3 clusters
  Score: Raw -20520192.656948 + Penalty 5881.850618 = -20514310.806330
  nChanged 452
		SP:Iteration 30Q (3155.110000 sec): 3 clusters
  Score: Raw -20520434.929349 + Penalty 5881.850618 = -20514553.078731
  nChanged 371
		SP:Iteration 31Q (3155.500000 sec): 3 clusters
  Score: Raw -20520592.710981 + Penalty 5881.850618 = -20514710.860362
  nChanged 289
		SP:Iteration 32Q (3155.900000 sec): 3 clusters
  Score: Raw -20520693.733990 + Penalty 5881.850618 = -20514811.883372
  nChanged 219
		SP:Iteration 33Q (3156.290000 sec): 3 clusters
  Score: Raw -20520763.414255 + Penalty 5881.850618 = -20514881.563637
  nChanged 161
		SP:Iteration 34Q (3156.680000 sec): 3 clusters
  Score: Raw -20520805.440630 + Penalty 5881.850618 = -20514923.590012
  nChanged 121
		SP:Iteration 35Q (3157.080000 sec): 3 clusters
  Score: Raw -20520830.129847 + Penalty 5881.850618 = -20514948.279229
  nChanged 78
		SP:Iteration 36Q (3157.470000 sec): 3 clusters
  Score: Raw -20520846.348697 + Penalty 5881.850618 = -20514964.498079
  nChanged 79
		SP:Iteration 37Q (3157.860000 sec): 3 clusters
  Score: Raw -20520863.309169 + Penalty 5881.850618 = -20514981.458550
  nChanged 68
		SP:Iteration 38Q (3158.250000 sec): 3 clusters
  Score: Raw -20520880.055681 + Penalty 5881.850618 = -20514998.205062
  nChanged 70
		SP:Iteration 39Q (3158.660000 sec): 3 clusters
  Score: Raw -20520895.044207 + Penalty 5881.850618 = -20515013.193589
  nChanged 65
		SP:Iteration 40F (3159.230000 sec): 3 clusters
  Score: Raw -20520910.509823 + Penalty 5881.850618 = -20515028.659205
  nChanged 72
		SP:Iteration 41Q (3159.660000 sec): 3 clusters
  Score: Raw -20520926.667732 + Penalty 5881.850618 = -20515044.817114
  nChanged 63
		SP:Iteration 42Q (3160.080000 sec): 3 clusters
  Score: Raw -20520939.005896 + Penalty 5881.850618 = -20515057.155278
  nChanged 44
		SP:Iteration 43Q (3160.500000 sec): 3 clusters
  Score: Raw -20520948.004806 + Penalty 5881.850618 = -20515066.154188
  nChanged 40
		SP:Iteration 44Q (3160.940000 sec): 3 clusters
  Score: Raw -20520954.761271 + Penalty 5881.850618 = -20515072.910652
  nChanged 28
		SP:Iteration 45Q (3161.370000 sec): 3 clusters
  Score: Raw -20520959.530984 + Penalty 5881.850618 = -20515077.680365
  nChanged 25
		SP:Iteration 46Q (3161.790000 sec): 3 clusters
  Score: Raw -20520963.976143 + Penalty 5881.850618 = -20515082.125525
  nChanged 23
		SP:Iteration 47Q (3162.210000 sec): 3 clusters
  Score: Raw -20520967.600389 + Penalty 5881.850618 = -20515085.749771
  nChanged 23
		SP:Iteration 48Q (3162.630000 sec): 3 clusters
  Score: Raw -20520970.959817 + Penalty 5881.850618 = -20515089.109199
  nChanged 18
		SP:Iteration 49Q (3163.060000 sec): 3 clusters
  Score: Raw -20520973.878687 + Penalty 5881.850618 = -20515092.028069
  nChanged 11
		SP:Iteration 50Q (3163.480000 sec): 3 clusters
  Score: Raw -20520975.614979 + Penalty 5881.850618 = -20515093.764361
  nChanged 13
		SP:Iteration 51Q (3163.900000 sec): 3 clusters
  Score: Raw -20520977.955976 + Penalty 5881.850618 = -20515096.105358
  nChanged 12
		SP:Iteration 52Q (3164.330000 sec): 3 clusters
  Score: Raw -20520979.445869 + Penalty 5881.850618 = -20515097.595251
  nChanged 11
		SP:Iteration 53Q (3164.760000 sec): 3 clusters
  Score: Raw -20520981.412739 + Penalty 5881.850618 = -20515099.562120
  nChanged 16
		SP:Iteration 54Q (3165.180000 sec): 3 clusters
  Score: Raw -20520984.239526 + Penalty 5881.850618 = -20515102.388907
  nChanged 14
		SP:Iteration 55Q (3165.600000 sec): 3 clusters
  Score: Raw -20520986.290396 + Penalty 5881.850618 = -20515104.439777
  nChanged 7
		SP:Iteration 56Q (3166.020000 sec): 3 clusters
  Score: Raw -20520987.267259 + Penalty 5881.850618 = -20515105.416641
  nChanged 7
		SP:Iteration 57Q (3166.440000 sec): 3 clusters
  Score: Raw -20520988.207428 + Penalty 5881.850618 = -20515106.356810
  nChanged 7
		SP:Iteration 58Q (3166.870000 sec): 3 clusters
  Score: Raw -20520988.908562 + Penalty 5881.850618 = -20515107.057944
  nChanged 10
		SP:Iteration 59Q (3167.300000 sec): 3 clusters
  Score: Raw -20520990.364477 + Penalty 5881.850618 = -20515108.513859
  nChanged 9
		SP:Iteration 60F (3167.870000 sec): 3 clusters
  Score: Raw -20520992.168119 + Penalty 5881.850618 = -20515110.317501
  nChanged 6
		SP:Iteration 61Q (3168.290000 sec): 3 clusters
  Score: Raw -20520993.524206 + Penalty 5881.850618 = -20515111.673587
  nChanged 10
		SP:Iteration 62Q (3168.710000 sec): 3 clusters
  Score: Raw -20520995.041406 + Penalty 5881.850618 = -20515113.190788
  nChanged 15
		SP:Iteration 63Q (3169.130000 sec): 3 clusters
  Score: Raw -20520998.282233 + Penalty 5881.850618 = -20515116.431615
  nChanged 17
		SP:Iteration 64Q (3169.550000 sec): 3 clusters
  Score: Raw -20521001.590668 + Penalty 5881.850618 = -20515119.740050
  nChanged 14
		SP:Iteration 65Q (3169.980000 sec): 3 clusters
  Score: Raw -20521003.976071 + Penalty 5881.850618 = -20515122.125453
  nChanged 14
		SP:Iteration 66Q (3170.400000 sec): 3 clusters
  Score: Raw -20521007.352474 + Penalty 5881.850618 = -20515125.501856
  nChanged 16
		SP:Iteration 67Q (3170.830000 sec): 3 clusters
  Score: Raw -20521010.416167 + Penalty 5881.850618 = -20515128.565549
  nChanged 17
		SP:Iteration 68Q (3171.250000 sec): 3 clusters
  Score: Raw -20521013.402556 + Penalty 5881.850618 = -20515131.551938
  nChanged 17
		SP:Iteration 69Q (3171.670000 sec): 3 clusters
  Score: Raw -20521016.114213 + Penalty 5881.850618 = -20515134.263594
  nChanged 13
		SP:Iteration 70Q (3172.080000 sec): 3 clusters
  Score: Raw -20521018.032379 + Penalty 5881.850618 = -20515136.181761
  nChanged 13
		SP:Iteration 71Q (3172.500000 sec): 3 clusters
  Score: Raw -20521020.010689 + Penalty 5881.850618 = -20515138.160071
  nChanged 14
		SP:Iteration 72Q (3172.930000 sec): 3 clusters
  Score: Raw -20521021.839225 + Penalty 5881.850618 = -20515139.988607
  nChanged 13
		SP:Iteration 73Q (3173.360000 sec): 3 clusters
  Score: Raw -20521024.017215 + Penalty 5881.850618 = -20515142.166597
  nChanged 8
		SP:Iteration 74Q (3173.790000 sec): 3 clusters
  Score: Raw -20521025.087145 + Penalty 5881.850618 = -20515143.236527
  nChanged 7
		SP:Iteration 75Q (3174.200000 sec): 3 clusters
  Score: Raw -20521026.313668 + Penalty 5881.850618 = -20515144.463050
  nChanged 7
		SP:Iteration 76Q (3174.620000 sec): 3 clusters
  Score: Raw -20521027.381059 + Penalty 5881.850618 = -20515145.530441
  nChanged 6
		SP:Iteration 77Q (3175.030000 sec): 3 clusters
  Score: Raw -20521028.034723 + Penalty 5881.850618 = -20515146.184105
  nChanged 7
		SP:Iteration 78Q (3175.450000 sec): 3 clusters
  Score: Raw -20521029.125353 + Penalty 5881.850618 = -20515147.274735
  nChanged 7
		SP:Iteration 79Q (3175.880000 sec): 3 clusters
  Score: Raw -20521030.146580 + Penalty 5881.850618 = -20515148.295961
  nChanged 8
		SP:Iteration 80F (3176.460000 sec): 3 clusters
  Score: Raw -20521031.458111 + Penalty 5881.850618 = -20515149.607493
  nChanged 8
		SP:Iteration 81Q (3176.880000 sec): 3 clusters
  Score: Raw -20521032.665543 + Penalty 5881.850618 = -20515150.814925
  nChanged 8
		SP:Iteration 82Q (3177.300000 sec): 3 clusters
  Score: Raw -20521033.765269 + Penalty 5881.850618 = -20515151.914651
  nChanged 5
		SP:Iteration 83Q (3177.720000 sec): 3 clusters
  Score: Raw -20521034.675563 + Penalty 5881.850618 = -20515152.824945
  nChanged 9
		SP:Iteration 84Q (3178.140000 sec): 3 clusters
  Score: Raw -20521036.154674 + Penalty 5881.850618 = -20515154.304056
  nChanged 6
		SP:Iteration 85Q (3178.550000 sec): 3 clusters
  Score: Raw -20521037.139572 + Penalty 5881.850618 = -20515155.288954
  nChanged 7
		SP:Iteration 86Q (3178.990000 sec): 3 clusters
  Score: Raw -20521038.236284 + Penalty 5881.850618 = -20515156.385666
  nChanged 5
		SP:Iteration 87Q (3179.420000 sec): 3 clusters
  Score: Raw -20521038.988977 + Penalty 5881.850618 = -20515157.138359
  nChanged 3
		SP:Iteration 88Q (3179.850000 sec): 3 clusters
  Score: Raw -20521039.337739 + Penalty 5881.850618 = -20515157.487121
  nChanged 2
		SP:Iteration 89Q (3180.270000 sec): 3 clusters
  Score: Raw -20521039.546025 + Penalty 5881.850618 = -20515157.695407
  nChanged 2
		SP:Iteration 90Q (3180.690000 sec): 3 clusters
  Score: Raw -20521039.750757 + Penalty 5881.850618 = -20515157.900138
  nChanged 3
		SP:Iteration 91Q (3181.100000 sec): 3 clusters
  Score: Raw -20521040.057714 + Penalty 5881.850618 = -20515158.207095
  nChanged 3
		SP:Iteration 92Q (3181.520000 sec): 3 clusters
  Score: Raw -20521040.320932 + Penalty 5881.850618 = -20515158.470314
  nChanged 0
		SP:Iteration 93F (3182.100000 sec): 3 clusters
  Score: Raw -20521040.320932 + Penalty 5881.850618 = -20515158.470314
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3182.170000 sec): 2 clusters
  Score: Raw -19667.259116 + Penalty 1308.972435 = -18358.286681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3182.170000 sec): 3 clusters
  Score: Raw -20042.924819 + Penalty 2617.944871 = -17424.979948
  nChanged 32
		SP:Iteration 1F (3182.180000 sec): 3 clusters
  Score: Raw -20293.060479 + Penalty 2617.944871 = -17675.115608
  nChanged 12
		SP:Iteration 2F (3182.180000 sec): 3 clusters
  Score: Raw -20379.497341 + Penalty 2617.944871 = -17761.552470
  nChanged 7
		SP:Iteration 3Q (3182.180000 sec): 3 clusters
  Score: Raw -20412.558461 + Penalty 2617.944871 = -17794.613590
  nChanged 5
		SP:Iteration 4Q (3182.180000 sec): 3 clusters
  Score: Raw -20473.821080 + Penalty 2617.944871 = -17855.876209
  nChanged 2
		SP:Iteration 5Q (3182.180000 sec): 3 clusters
  Score: Raw -20483.272443 + Penalty 2617.944871 = -17865.327572
  nChanged 0
		SP:Iteration 6F (3182.180000 sec): 3 clusters
  Score: Raw -20483.272443 + Penalty 2617.944871 = -17865.327572
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 29 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3182.180000 sec): 2 clusters
  Score: Raw -74196.170923 + Penalty 1539.730326 = -72656.440597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3182.180000 sec): 3 clusters
  Score: Raw -74190.671023 + Penalty 3079.460653 = -71111.210370
  nChanged 79
		SP:Iteration 1F (3182.190000 sec): 3 clusters
  Score: Raw -74348.820861 + Penalty 3079.460653 = -71269.360208
  nChanged 19
		SP:Iteration 2Q (3182.190000 sec): 3 clusters
  Score: Raw -74388.109953 + Penalty 3079.460653 = -71308.649300
  nChanged 6
		SP:Iteration 3Q (3182.190000 sec): 3 clusters
  Score: Raw -74401.662869 + Penalty 3079.460653 = -71322.202216
  nChanged 5
		SP:Iteration 4Q (3182.190000 sec): 3 clusters
  Score: Raw -74415.033528 + Penalty 3079.460653 = -71335.572876
  nChanged 4
		SP:Iteration 5Q (3182.200000 sec): 3 clusters
  Score: Raw -74429.894125 + Penalty 3079.460653 = -71350.433472
  nChanged 0
		SP:Iteration 6F (3182.200000 sec): 3 clusters
  Score: Raw -74429.894125 + Penalty 3079.460653 = -71350.433472
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 30 (34692 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3182.320000 sec): 2 clusters
  Score: Raw -5301833.225367 + Penalty 2592.657569 = -5299240.567798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3182.470000 sec): 3 clusters
  Score: Raw -5280811.685374 + Penalty 5185.315138 = -5275626.370236
  nChanged 15710
		SP:Iteration 1F (3182.610000 sec): 3 clusters
  Score: Raw -5289455.003533 + Penalty 5185.315138 = -5284269.688395
  nChanged 1549
		SP:Iteration 2Q (3182.760000 sec): 3 clusters
  Score: Raw -5289928.322738 + Penalty 5185.315138 = -5284743.007600
  nChanged 1444
		SP:Iteration 3Q (3182.900000 sec): 3 clusters
  Score: Raw -5290390.408846 + Penalty 5185.315138 = -5285205.093707
  nChanged 1463
		SP:Iteration 4Q (3183.040000 sec): 3 clusters
  Score: Raw -5290928.637381 + Penalty 5185.315138 = -5285743.322242
  nChanged 1554
		SP:Iteration 5Q (3183.180000 sec): 3 clusters
  Score: Raw -5291589.909162 + Penalty 5185.315138 = -5286404.594023
  nChanged 1749
		SP:Iteration 6F (3183.320000 sec): 3 clusters
  Score: Raw -5292541.407988 + Penalty 5185.315138 = -5287356.092850
  nChanged 2042
		SP:Iteration 7F (3183.460000 sec): 3 clusters
  Score: Raw -5293809.729044 + Penalty 5185.315138 = -5288624.413905
  nChanged 2195
		SP:Iteration 8F (3183.600000 sec): 3 clusters
  Score: Raw -5295458.678075 + Penalty 5185.315138 = -5290273.362937
  nChanged 2095
		SP:Iteration 9F (3183.740000 sec): 3 clusters
  Score: Raw -5297218.073127 + Penalty 5185.315138 = -5292032.757989
  nChanged 1768
		SP:Iteration 10F (3183.880000 sec): 3 clusters
  Score: Raw -5298722.324211 + Penalty 5185.315138 = -5293537.009073
  nChanged 1257
		SP:Iteration 11Q (3184.020000 sec): 3 clusters
  Score: Raw -5299729.044650 + Penalty 5185.315138 = -5294543.729512
  nChanged 888
		SP:Iteration 12Q (3184.150000 sec): 3 clusters
  Score: Raw -5300300.749778 + Penalty 5185.315138 = -5295115.434639
  nChanged 604
		SP:Iteration 13Q (3184.280000 sec): 3 clusters
  Score: Raw -5300606.462585 + Penalty 5185.315138 = -5295421.147447
  nChanged 405
		SP:Iteration 14Q (3184.400000 sec): 3 clusters
  Score: Raw -5300777.218273 + Penalty 5185.315138 = -5295591.903135
  nChanged 329
		SP:Iteration 15Q (3184.520000 sec): 3 clusters
  Score: Raw -5300906.053288 + Penalty 5185.315138 = -5295720.738149
  nChanged 281
		SP:Iteration 16Q (3184.630000 sec): 3 clusters
  Score: Raw -5301007.398884 + Penalty 5185.315138 = -5295822.083746
  nChanged 233
		SP:Iteration 17Q (3184.750000 sec): 3 clusters
  Score: Raw -5301086.752001 + Penalty 5185.315138 = -5295901.436863
  nChanged 228
		SP:Iteration 18Q (3184.860000 sec): 3 clusters
  Score: Raw -5301163.850597 + Penalty 5185.315138 = -5295978.535459
  nChanged 217
		SP:Iteration 19Q (3184.980000 sec): 3 clusters
  Score: Raw -5301234.931883 + Penalty 5185.315138 = -5296049.616745
  nChanged 197
		SP:Iteration 20F (3185.120000 sec): 3 clusters
  Score: Raw -5301295.537841 + Penalty 5185.315138 = -5296110.222702
  nChanged 160
		SP:Iteration 21Q (3185.240000 sec): 3 clusters
  Score: Raw -5301342.505381 + Penalty 5185.315138 = -5296157.190242
  nChanged 139
		SP:Iteration 22Q (3185.350000 sec): 3 clusters
  Score: Raw -5301386.335779 + Penalty 5185.315138 = -5296201.020640
  nChanged 140
		SP:Iteration 23Q (3185.460000 sec): 3 clusters
  Score: Raw -5301429.245063 + Penalty 5185.315138 = -5296243.929924
  nChanged 135
		SP:Iteration 24Q (3185.580000 sec): 3 clusters
  Score: Raw -5301473.251097 + Penalty 5185.315138 = -5296287.935958
  nChanged 127
		SP:Iteration 25Q (3185.680000 sec): 3 clusters
  Score: Raw -5301520.977728 + Penalty 5185.315138 = -5296335.662589
  nChanged 129
		SP:Iteration 26Q (3185.790000 sec): 3 clusters
  Score: Raw -5301568.901188 + Penalty 5185.315138 = -5296383.586050
  nChanged 120
		SP:Iteration 27Q (3185.900000 sec): 3 clusters
  Score: Raw -5301608.438270 + Penalty 5185.315138 = -5296423.123131
  nChanged 114
		SP:Iteration 28Q (3186.010000 sec): 3 clusters
  Score: Raw -5301645.192272 + Penalty 5185.315138 = -5296459.877134
  nChanged 100
		SP:Iteration 29Q (3186.120000 sec): 3 clusters
  Score: Raw -5301678.370568 + Penalty 5185.315138 = -5296493.055430
  nChanged 88
		SP:Iteration 30Q (3186.230000 sec): 3 clusters
  Score: Raw -5301705.730803 + Penalty 5185.315138 = -5296520.415664
  nChanged 76
		SP:Iteration 31Q (3186.340000 sec): 3 clusters
  Score: Raw -5301727.761544 + Penalty 5185.315138 = -5296542.446406
  nChanged 66
		SP:Iteration 32Q (3186.440000 sec): 3 clusters
  Score: Raw -5301748.802669 + Penalty 5185.315138 = -5296563.487530
  nChanged 66
		SP:Iteration 33Q (3186.550000 sec): 3 clusters
  Score: Raw -5301771.978894 + Penalty 5185.315138 = -5296586.663755
  nChanged 69
		SP:Iteration 34Q (3186.650000 sec): 3 clusters
  Score: Raw -5301795.822299 + Penalty 5185.315138 = -5296610.507161
  nChanged 56
		SP:Iteration 35Q (3186.760000 sec): 3 clusters
  Score: Raw -5301815.853938 + Penalty 5185.315138 = -5296630.538800
  nChanged 67
		SP:Iteration 36Q (3186.860000 sec): 3 clusters
  Score: Raw -5301839.877323 + Penalty 5185.315138 = -5296654.562184
  nChanged 64
		SP:Iteration 37Q (3186.970000 sec): 3 clusters
  Score: Raw -5301866.791800 + Penalty 5185.315138 = -5296681.476661
  nChanged 57
		SP:Iteration 38Q (3187.080000 sec): 3 clusters
  Score: Raw -5301888.634188 + Penalty 5185.315138 = -5296703.319050
  nChanged 56
		SP:Iteration 39Q (3187.180000 sec): 3 clusters
  Score: Raw -5301910.885011 + Penalty 5185.315138 = -5296725.569873
  nChanged 54
		SP:Iteration 40F (3187.320000 sec): 3 clusters
  Score: Raw -5301931.030204 + Penalty 5185.315138 = -5296745.715066
  nChanged 36
		SP:Iteration 41Q (3187.420000 sec): 3 clusters
  Score: Raw -5301944.378877 + Penalty 5185.315138 = -5296759.063739
  nChanged 37
		SP:Iteration 42Q (3187.530000 sec): 3 clusters
  Score: Raw -5301958.439077 + Penalty 5185.315138 = -5296773.123939
  nChanged 33
		SP:Iteration 43Q (3187.630000 sec): 3 clusters
  Score: Raw -5301973.501006 + Penalty 5185.315138 = -5296788.185868
  nChanged 42
		SP:Iteration 44Q (3187.740000 sec): 3 clusters
  Score: Raw -5301989.740710 + Penalty 5185.315138 = -5296804.425572
  nChanged 38
		SP:Iteration 45Q (3187.840000 sec): 3 clusters
  Score: Raw -5302009.269973 + Penalty 5185.315138 = -5296823.954835
  nChanged 36
		SP:Iteration 46Q (3187.950000 sec): 3 clusters
  Score: Raw -5302025.880035 + Penalty 5185.315138 = -5296840.564897
  nChanged 39
		SP:Iteration 47Q (3188.060000 sec): 3 clusters
  Score: Raw -5302041.449389 + Penalty 5185.315138 = -5296856.134250
  nChanged 34
		SP:Iteration 48Q (3188.160000 sec): 3 clusters
  Score: Raw -5302053.643751 + Penalty 5185.315138 = -5296868.328612
  nChanged 27
		SP:Iteration 49Q (3188.260000 sec): 3 clusters
  Score: Raw -5302066.329538 + Penalty 5185.315138 = -5296881.014399
  nChanged 21
		SP:Iteration 50Q (3188.370000 sec): 3 clusters
  Score: Raw -5302074.531908 + Penalty 5185.315138 = -5296889.216770
  nChanged 16
		SP:Iteration 51Q (3188.470000 sec): 3 clusters
  Score: Raw -5302081.262311 + Penalty 5185.315138 = -5296895.947173
  nChanged 11
		SP:Iteration 52Q (3188.580000 sec): 3 clusters
  Score: Raw -5302084.452692 + Penalty 5185.315138 = -5296899.137553
  nChanged 12
		SP:Iteration 53Q (3188.680000 sec): 3 clusters
  Score: Raw -5302089.307391 + Penalty 5185.315138 = -5296903.992253
  nChanged 16
		SP:Iteration 54Q (3188.780000 sec): 3 clusters
  Score: Raw -5302096.278002 + Penalty 5185.315138 = -5296910.962863
  nChanged 11
		SP:Iteration 55Q (3188.880000 sec): 3 clusters
  Score: Raw -5302100.198307 + Penalty 5185.315138 = -5296914.883168
  nChanged 11
		SP:Iteration 56Q (3188.980000 sec): 3 clusters
  Score: Raw -5302104.108764 + Penalty 5185.315138 = -5296918.793625
  nChanged 10
		SP:Iteration 57Q (3189.080000 sec): 3 clusters
  Score: Raw -5302107.891880 + Penalty 5185.315138 = -5296922.576742
  nChanged 7
		SP:Iteration 58Q (3189.190000 sec): 3 clusters
  Score: Raw -5302109.748478 + Penalty 5185.315138 = -5296924.433339
  nChanged 7
		SP:Iteration 59Q (3189.290000 sec): 3 clusters
  Score: Raw -5302112.567483 + Penalty 5185.315138 = -5296927.252344
  nChanged 7
		SP:Iteration 60F (3189.430000 sec): 3 clusters
  Score: Raw -5302114.969164 + Penalty 5185.315138 = -5296929.654025
  nChanged 8
		SP:Iteration 61Q (3189.530000 sec): 3 clusters
  Score: Raw -5302118.383697 + Penalty 5185.315138 = -5296933.068559
  nChanged 6
		SP:Iteration 62Q (3189.630000 sec): 3 clusters
  Score: Raw -5302120.942231 + Penalty 5185.315138 = -5296935.627092
  nChanged 8
		SP:Iteration 63Q (3189.730000 sec): 3 clusters
  Score: Raw -5302123.929802 + Penalty 5185.315138 = -5296938.614663
  nChanged 7
		SP:Iteration 64Q (3189.830000 sec): 3 clusters
  Score: Raw -5302127.257813 + Penalty 5185.315138 = -5296941.942674
  nChanged 8
		SP:Iteration 65Q (3189.940000 sec): 3 clusters
  Score: Raw -5302130.547172 + Penalty 5185.315138 = -5296945.232033
  nChanged 7
		SP:Iteration 66Q (3190.030000 sec): 3 clusters
  Score: Raw -5302133.943778 + Penalty 5185.315138 = -5296948.628640
  nChanged 4
		SP:Iteration 67Q (3190.120000 sec): 3 clusters
  Score: Raw -5302135.795543 + Penalty 5185.315138 = -5296950.480405
  nChanged 8
		SP:Iteration 68Q (3190.210000 sec): 3 clusters
  Score: Raw -5302138.759317 + Penalty 5185.315138 = -5296953.444179
  nChanged 7
		SP:Iteration 69Q (3190.300000 sec): 3 clusters
  Score: Raw -5302141.375355 + Penalty 5185.315138 = -5296956.060216
  nChanged 1
		SP:Iteration 70Q (3190.390000 sec): 3 clusters
  Score: Raw -5302141.714056 + Penalty 5185.315138 = -5296956.398918
  nChanged 1
		SP:Iteration 71Q (3190.480000 sec): 3 clusters
  Score: Raw -5302142.368756 + Penalty 5185.315138 = -5296957.053617
  nChanged 4
		SP:Iteration 72Q (3190.570000 sec): 3 clusters
  Score: Raw -5302144.165403 + Penalty 5185.315138 = -5296958.850264
  nChanged 3
		SP:Iteration 73Q (3190.660000 sec): 3 clusters
  Score: Raw -5302145.287714 + Penalty 5185.315138 = -5296959.972575
  nChanged 2
		SP:Iteration 74Q (3190.760000 sec): 3 clusters
  Score: Raw -5302145.720713 + Penalty 5185.315138 = -5296960.405575
  nChanged 0
		SP:Iteration 75F (3190.880000 sec): 3 clusters
  Score: Raw -5302145.720713 + Penalty 5185.315138 = -5296960.405575
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 31 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3190.900000 sec): 2 clusters
  Score: Raw -27088.895071 + Penalty 1372.280593 = -25716.614478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3190.900000 sec): 3 clusters
  Score: Raw -27319.661017 + Penalty 2744.561186 = -24575.099830
  nChanged 39
		SP:Iteration 1F (3190.900000 sec): 3 clusters
  Score: Raw -27563.432117 + Penalty 2744.561186 = -24818.870931
  nChanged 19
		SP:Iteration 2F (3190.900000 sec): 3 clusters
  Score: Raw -27695.813864 + Penalty 2744.561186 = -24951.252678
  nChanged 5
		SP:Iteration 3Q (3190.900000 sec): 3 clusters
  Score: Raw -27710.591696 + Penalty 2744.561186 = -24966.030510
  nChanged 3
		SP:Iteration 4Q (3190.900000 sec): 3 clusters
  Score: Raw -27728.923722 + Penalty 2744.561186 = -24984.362535
  nChanged 2
		SP:Iteration 5Q (3190.900000 sec): 3 clusters
  Score: Raw -27736.735633 + Penalty 2744.561186 = -24992.174447
  nChanged 1
		SP:Iteration 6Q (3190.910000 sec): 3 clusters
  Score: Raw -27740.831277 + Penalty 2744.561186 = -24996.270091
  nChanged 0
		SP:Iteration 7F (3190.910000 sec): 3 clusters
  Score: Raw -27740.831277 + Penalty 2744.561186 = -24996.270091
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 32 (721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3190.910000 sec): 2 clusters
  Score: Raw -92353.119768 + Penalty 1631.998506 = -90721.121262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3190.920000 sec): 3 clusters
  Score: Raw -92284.702000 + Penalty 3263.997012 = -89020.704988
  nChanged 169
		SP:Iteration 1F (3190.920000 sec): 3 clusters
  Score: Raw -92624.284813 + Penalty 3263.997012 = -89360.287801
  nChanged 62
		SP:Iteration 2F (3190.920000 sec): 3 clusters
  Score: Raw -92810.749203 + Penalty 3263.997012 = -89546.752191
  nChanged 38
		SP:Iteration 3F (3190.920000 sec): 3 clusters
  Score: Raw -92892.832229 + Penalty 3263.997012 = -89628.835217
  nChanged 20
		SP:Iteration 4Q (3190.930000 sec): 3 clusters
  Score: Raw -92928.058061 + Penalty 3263.997012 = -89664.061049
  nChanged 15
		SP:Iteration 5Q (3190.930000 sec): 3 clusters
  Score: Raw -92957.656493 + Penalty 3263.997012 = -89693.659481
  nChanged 12
		SP:Iteration 6Q (3190.930000 sec): 3 clusters
  Score: Raw -92985.710289 + Penalty 3263.997012 = -89721.713277
  nChanged 6
		SP:Iteration 7Q (3190.930000 sec): 3 clusters
  Score: Raw -92998.710782 + Penalty 3263.997012 = -89734.713770
  nChanged 3
		SP:Iteration 8Q (3190.940000 sec): 3 clusters
  Score: Raw -93005.629921 + Penalty 3263.997012 = -89741.632909
  nChanged 4
		SP:Iteration 9Q (3190.940000 sec): 3 clusters
  Score: Raw -93011.680540 + Penalty 3263.997012 = -89747.683528
  nChanged 2
		SP:Iteration 10Q (3190.940000 sec): 3 clusters
  Score: Raw -93013.462410 + Penalty 3263.997012 = -89749.465398
  nChanged 2
		SP:Iteration 11Q (3190.940000 sec): 3 clusters
  Score: Raw -93017.262194 + Penalty 3263.997012 = -89753.265182
  nChanged 3
		SP:Iteration 12Q (3190.940000 sec): 3 clusters
  Score: Raw -93022.677905 + Penalty 3263.997012 = -89758.680893
  nChanged 3
		SP:Iteration 13Q (3190.950000 sec): 3 clusters
  Score: Raw -93032.109372 + Penalty 3263.997012 = -89768.112360
  nChanged 3
		SP:Iteration 14Q (3190.950000 sec): 3 clusters
  Score: Raw -93035.573332 + Penalty 3263.997012 = -89771.576320
  nChanged 0
		SP:Iteration 15F (3190.950000 sec): 3 clusters
  Score: Raw -93035.573332 + Penalty 3263.997012 = -89771.576320
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 33 (193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3190.960000 sec): 2 clusters
  Score: Raw -25068.601729 + Penalty 1305.147167 = -23763.454562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3190.960000 sec): 3 clusters
  Score: Raw -25542.384699 + Penalty 2610.294334 = -22932.090365
  nChanged 33
		SP:Iteration 1F (3190.960000 sec): 3 clusters
  Score: Raw -25756.232773 + Penalty 2610.294334 = -23145.938440
  nChanged 6
		SP:Iteration 2Q (3190.960000 sec): 3 clusters
  Score: Raw -25805.057306 + Penalty 2610.294334 = -23194.762972
  nChanged 2
		SP:Iteration 3Q (3190.960000 sec): 3 clusters
  Score: Raw -25818.917714 + Penalty 2610.294334 = -23208.623380
  nChanged 1
		SP:Iteration 4Q (3190.960000 sec): 3 clusters
  Score: Raw -25828.462665 + Penalty 2610.294334 = -23218.168331
  nChanged 1
		SP:Iteration 5Q (3190.960000 sec): 3 clusters
  Score: Raw -25834.689597 + Penalty 2610.294334 = -23224.395263
  nChanged 0
		SP:Iteration 6F (3190.960000 sec): 3 clusters
  Score: Raw -25834.689597 + Penalty 2610.294334 = -23224.395263
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 34 (929 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3190.970000 sec): 2 clusters
  Score: Raw -123238.451614 + Penalty 1694.858967 = -121543.592647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3190.970000 sec): 3 clusters
  Score: Raw -123052.750853 + Penalty 3389.717934 = -119663.032919
  nChanged 222
		SP:Iteration 1F (3190.970000 sec): 3 clusters
  Score: Raw -123343.614736 + Penalty 3389.717934 = -119953.896802
  nChanged 65
		SP:Iteration 2F (3190.980000 sec): 3 clusters
  Score: Raw -123445.642363 + Penalty 3389.717934 = -120055.924429
  nChanged 38
		SP:Iteration 3Q (3190.980000 sec): 3 clusters
  Score: Raw -123494.881767 + Penalty 3389.717934 = -120105.163833
  nChanged 13
		SP:Iteration 4Q (3190.980000 sec): 3 clusters
  Score: Raw -123509.622411 + Penalty 3389.717934 = -120119.904477
  nChanged 7
		SP:Iteration 5Q (3190.990000 sec): 3 clusters
  Score: Raw -123516.995610 + Penalty 3389.717934 = -120127.277676
  nChanged 4
		SP:Iteration 6Q (3190.990000 sec): 3 clusters
  Score: Raw -123523.908742 + Penalty 3389.717934 = -120134.190807
  nChanged 4
		SP:Iteration 7Q (3190.990000 sec): 3 clusters
  Score: Raw -123532.244862 + Penalty 3389.717934 = -120142.526928
  nChanged 5
		SP:Iteration 8Q (3191.000000 sec): 3 clusters
  Score: Raw -123541.749776 + Penalty 3389.717934 = -120152.031841
  nChanged 5
		SP:Iteration 9Q (3191.000000 sec): 3 clusters
  Score: Raw -123553.486040 + Penalty 3389.717934 = -120163.768106
  nChanged 9
		SP:Iteration 10Q (3191.000000 sec): 3 clusters
  Score: Raw -123567.284150 + Penalty 3389.717934 = -120177.566215
  nChanged 5
		SP:Iteration 11Q (3191.010000 sec): 3 clusters
  Score: Raw -123572.232770 + Penalty 3389.717934 = -120182.514836
  nChanged 1
		SP:Iteration 12Q (3191.010000 sec): 3 clusters
  Score: Raw -123572.664355 + Penalty 3389.717934 = -120182.946421
  nChanged 0
		SP:Iteration 13F (3191.010000 sec): 3 clusters
  Score: Raw -123572.664355 + Penalty 3389.717934 = -120182.946421
  nChanged 0
Iteration 219Q (3200.610000 sec): 35 clusters
  Score: Raw -117615865.977648 + Penalty 114739.327988 = -117501126.649660
  nChanged 7
Iteration 220F (3238.180000 sec): 35 clusters
  Score: Raw -117615866.238660 + Penalty 114739.327988 = -117501126.910672
  nChanged 11
Iteration 221Q (3248.080000 sec): 35 clusters
  Score: Raw -117615866.647276 + Penalty 114739.327988 = -117501127.319287
  nChanged 16
Iteration 222Q (3257.810000 sec): 35 clusters
  Score: Raw -117615867.541445 + Penalty 114739.327988 = -117501128.213457
  nChanged 17
Iteration 223Q (3267.620000 sec): 35 clusters
  Score: Raw -117615868.536285 + Penalty 114739.327988 = -117501129.208296
  nChanged 11
Iteration 224Q (3277.260000 sec): 35 clusters
  Score: Raw -117615868.950194 + Penalty 114739.327988 = -117501129.622206
  nChanged 8
Iteration 225Q (3286.890000 sec): 35 clusters
  Score: Raw -117615869.147456 + Penalty 114739.327988 = -117501129.819468
  nChanged 7
Iteration 226Q (3296.540000 sec): 35 clusters
  Score: Raw -117615869.268701 + Penalty 114739.327988 = -117501129.940713
  nChanged 10
Iteration 227Q (3306.230000 sec): 35 clusters
  Score: Raw -117615869.359701 + Penalty 114739.327988 = -117501130.031713
  nChanged 7
Iteration 228Q (3315.850000 sec): 35 clusters
  Score: Raw -117615869.399397 + Penalty 114739.327988 = -117501130.071409
  nChanged 6
Iteration 229Q (3325.480000 sec): 35 clusters
  Score: Raw -117615869.499726 + Penalty 114739.327988 = -117501130.171738
  nChanged 5
Iteration 230Q (3335.170000 sec): 35 clusters
  Score: Raw -117615869.636780 + Penalty 114739.327988 = -117501130.308792
  nChanged 5
Iteration 231Q (3344.770000 sec): 35 clusters
  Score: Raw -117615869.736357 + Penalty 114739.327988 = -117501130.408369
  nChanged 6
Iteration 232Q (3354.400000 sec): 35 clusters
  Score: Raw -117615869.845007 + Penalty 114739.327988 = -117501130.517019
  nChanged 4
Iteration 233Q (3364.010000 sec): 35 clusters
  Score: Raw -117615869.910864 + Penalty 114739.327988 = -117501130.582876
  nChanged 3
Iteration 234Q (3373.620000 sec): 35 clusters
  Score: Raw -117615869.935736 + Penalty 114739.327988 = -117501130.607748
  nChanged 1
Iteration 235Q (3383.230000 sec): 35 clusters
  Score: Raw -117615869.942608 + Penalty 114739.327988 = -117501130.614620
  nChanged 0
Iteration 236F (3420.140000 sec): 35 clusters
  Score: Raw -117615869.942608 + Penalty 114739.327988 = -117501130.614620
  nChanged 0
Compute initial score before splitting:   Score: Raw -117615869.942608 + Penalty 114739.327988 = -117501130.614620
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.170000 sec): 2 clusters
  Score: Raw -122761.033076 + Penalty 1666.315262 = -121094.717813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.180000 sec): 3 clusters
  Score: Raw -122645.430054 + Penalty 3332.630525 = -119312.799530
  nChanged 173
		SP:Iteration 1F (3420.180000 sec): 3 clusters
  Score: Raw -122877.408113 + Penalty 3332.630525 = -119544.777589
  nChanged 40
		SP:Iteration 2Q (3420.180000 sec): 3 clusters
  Score: Raw -122938.337654 + Penalty 3332.630525 = -119605.707130
  nChanged 15
		SP:Iteration 3Q (3420.180000 sec): 3 clusters
  Score: Raw -122960.065121 + Penalty 3332.630525 = -119627.434596
  nChanged 13
		SP:Iteration 4Q (3420.190000 sec): 3 clusters
  Score: Raw -122974.291775 + Penalty 3332.630525 = -119641.661250
  nChanged 7
		SP:Iteration 5Q (3420.190000 sec): 3 clusters
  Score: Raw -122986.752675 + Penalty 3332.630525 = -119654.122150
  nChanged 4
		SP:Iteration 6Q (3420.200000 sec): 3 clusters
  Score: Raw -122992.269353 + Penalty 3332.630525 = -119659.638829
  nChanged 3
		SP:Iteration 7Q (3420.200000 sec): 3 clusters
  Score: Raw -122995.526778 + Penalty 3332.630525 = -119662.896253
  nChanged 3
		SP:Iteration 8Q (3420.200000 sec): 3 clusters
  Score: Raw -122998.081392 + Penalty 3332.630525 = -119665.450868
  nChanged 1
		SP:Iteration 9Q (3420.200000 sec): 3 clusters
  Score: Raw -122999.362476 + Penalty 3332.630525 = -119666.731952
  nChanged 1
		SP:Iteration 10Q (3420.200000 sec): 3 clusters
  Score: Raw -123001.247659 + Penalty 3332.630525 = -119668.617135
  nChanged 1
		SP:Iteration 11Q (3420.210000 sec): 3 clusters
  Score: Raw -123002.165289 + Penalty 3332.630525 = -119669.534765
  nChanged 0
		SP:Iteration 12F (3420.210000 sec): 3 clusters
  Score: Raw -123002.165289 + Penalty 3332.630525 = -119669.534765
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.220000 sec): 2 clusters
  Score: Raw -179904.369306 + Penalty 1762.234960 = -178142.134345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.220000 sec): 3 clusters
  Score: Raw -179603.323166 + Penalty 3524.469920 = -176078.853246
  nChanged 333
		SP:Iteration 1F (3420.230000 sec): 3 clusters
  Score: Raw -179930.197931 + Penalty 3524.469920 = -176405.728011
  nChanged 75
		SP:Iteration 2F (3420.230000 sec): 3 clusters
  Score: Raw -180025.677266 + Penalty 3524.469920 = -176501.207346
  nChanged 37
		SP:Iteration 3Q (3420.240000 sec): 3 clusters
  Score: Raw -180079.445331 + Penalty 3524.469920 = -176554.975410
  nChanged 43
		SP:Iteration 4Q (3420.240000 sec): 3 clusters
  Score: Raw -180132.666730 + Penalty 3524.469920 = -176608.196809
  nChanged 18
		SP:Iteration 5Q (3420.240000 sec): 3 clusters
  Score: Raw -180151.437099 + Penalty 3524.469920 = -176626.967179
  nChanged 14
		SP:Iteration 6Q (3420.250000 sec): 3 clusters
  Score: Raw -180165.841137 + Penalty 3524.469920 = -176641.371216
  nChanged 12
		SP:Iteration 7Q (3420.250000 sec): 3 clusters
  Score: Raw -180178.096960 + Penalty 3524.469920 = -176653.627040
  nChanged 9
		SP:Iteration 8Q (3420.260000 sec): 3 clusters
  Score: Raw -180187.848037 + Penalty 3524.469920 = -176663.378117
  nChanged 10
		SP:Iteration 9Q (3420.260000 sec): 3 clusters
  Score: Raw -180196.040660 + Penalty 3524.469920 = -176671.570740
  nChanged 6
		SP:Iteration 10Q (3420.270000 sec): 3 clusters
  Score: Raw -180207.125606 + Penalty 3524.469920 = -176682.655686
  nChanged 8
		SP:Iteration 11Q (3420.270000 sec): 3 clusters
  Score: Raw -180214.085657 + Penalty 3524.469920 = -176689.615737
  nChanged 6
		SP:Iteration 12Q (3420.280000 sec): 3 clusters
  Score: Raw -180218.317790 + Penalty 3524.469920 = -176693.847869
  nChanged 4
		SP:Iteration 13Q (3420.280000 sec): 3 clusters
  Score: Raw -180223.737040 + Penalty 3524.469920 = -176699.267119
  nChanged 4
		SP:Iteration 14Q (3420.280000 sec): 3 clusters
  Score: Raw -180226.527400 + Penalty 3524.469920 = -176702.057480
  nChanged 2
		SP:Iteration 15Q (3420.290000 sec): 3 clusters
  Score: Raw -180227.372304 + Penalty 3524.469920 = -176702.902384
  nChanged 0
		SP:Iteration 16F (3420.290000 sec): 3 clusters
  Score: Raw -180227.372304 + Penalty 3524.469920 = -176702.902384
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.300000 sec): 2 clusters
  Score: Raw -22540.062065 + Penalty 1297.314937 = -21242.747128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.300000 sec): 3 clusters
  Score: Raw -22911.189100 + Penalty 2594.629874 = -20316.559226
  nChanged 20
		SP:Iteration 1F (3420.300000 sec): 3 clusters
  Score: Raw -22999.577004 + Penalty 2594.629874 = -20404.947131
  nChanged 11
		SP:Iteration 2F (3420.300000 sec): 3 clusters
  Score: Raw -23078.111543 + Penalty 2594.629874 = -20483.481669
  nChanged 8
		SP:Iteration 3Q (3420.300000 sec): 3 clusters
  Score: Raw -23167.721890 + Penalty 2594.629874 = -20573.092016
  nChanged 5
		SP:Iteration 4Q (3420.300000 sec): 3 clusters
  Score: Raw -23198.952773 + Penalty 2594.629874 = -20604.322899
  nChanged 3
		SP:Iteration 5Q (3420.300000 sec): 3 clusters
  Score: Raw -23240.109481 + Penalty 2594.629874 = -20645.479607
  nChanged 3
		SP:Iteration 6Q (3420.300000 sec): 3 clusters
  Score: Raw -23275.191724 + Penalty 2594.629874 = -20680.561850
  nChanged 1
		SP:Iteration 7Q (3420.300000 sec): 3 clusters
  Score: Raw -23281.837332 + Penalty 2594.629874 = -20687.207458
  nChanged 0
		SP:Iteration 8F (3420.300000 sec): 3 clusters
  Score: Raw -23281.837332 + Penalty 2594.629874 = -20687.207458
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (2808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.320000 sec): 2 clusters
  Score: Raw -412082.647571 + Penalty 1969.176486 = -410113.471085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.320000 sec): 3 clusters
  Score: Raw -410878.962460 + Penalty 3938.352972 = -406940.609489
  nChanged 981
		SP:Iteration 1F (3420.340000 sec): 3 clusters
  Score: Raw -411522.910814 + Penalty 3938.352972 = -407584.557842
  nChanged 217
		SP:Iteration 2F (3420.340000 sec): 3 clusters
  Score: Raw -411674.013899 + Penalty 3938.352972 = -407735.660927
  nChanged 133
		SP:Iteration 3Q (3420.360000 sec): 3 clusters
  Score: Raw -411760.806836 + Penalty 3938.352972 = -407822.453865
  nChanged 90
		SP:Iteration 4Q (3420.360000 sec): 3 clusters
  Score: Raw -411819.373875 + Penalty 3938.352972 = -407881.020904
  nChanged 62
		SP:Iteration 5Q (3420.380000 sec): 3 clusters
  Score: Raw -411863.535215 + Penalty 3938.352972 = -407925.182244
  nChanged 44
		SP:Iteration 6Q (3420.390000 sec): 3 clusters
  Score: Raw -411897.768409 + Penalty 3938.352972 = -407959.415438
  nChanged 60
		SP:Iteration 7Q (3420.400000 sec): 3 clusters
  Score: Raw -411940.816938 + Penalty 3938.352972 = -408002.463967
  nChanged 56
		SP:Iteration 8Q (3420.410000 sec): 3 clusters
  Score: Raw -411985.578471 + Penalty 3938.352972 = -408047.225500
  nChanged 37
		SP:Iteration 9Q (3420.420000 sec): 3 clusters
  Score: Raw -412007.941596 + Penalty 3938.352972 = -408069.588625
  nChanged 32
		SP:Iteration 10Q (3420.430000 sec): 3 clusters
  Score: Raw -412031.947643 + Penalty 3938.352972 = -408093.594671
  nChanged 35
		SP:Iteration 11Q (3420.440000 sec): 3 clusters
  Score: Raw -412056.916125 + Penalty 3938.352972 = -408118.563153
  nChanged 40
		SP:Iteration 12Q (3420.450000 sec): 3 clusters
  Score: Raw -412081.424133 + Penalty 3938.352972 = -408143.071162
  nChanged 28
		SP:Iteration 13Q (3420.460000 sec): 3 clusters
  Score: Raw -412095.988914 + Penalty 3938.352972 = -408157.635942
  nChanged 31
		SP:Iteration 14Q (3420.470000 sec): 3 clusters
  Score: Raw -412113.815815 + Penalty 3938.352972 = -408175.462843
  nChanged 22
		SP:Iteration 15Q (3420.480000 sec): 3 clusters
  Score: Raw -412125.901763 + Penalty 3938.352972 = -408187.548791
  nChanged 20
		SP:Iteration 16Q (3420.490000 sec): 3 clusters
  Score: Raw -412136.466859 + Penalty 3938.352972 = -408198.113887
  nChanged 19
		SP:Iteration 17Q (3420.500000 sec): 3 clusters
  Score: Raw -412147.950317 + Penalty 3938.352972 = -408209.597345
  nChanged 18
		SP:Iteration 18Q (3420.510000 sec): 3 clusters
  Score: Raw -412156.635064 + Penalty 3938.352972 = -408218.282092
  nChanged 19
		SP:Iteration 19Q (3420.520000 sec): 3 clusters
  Score: Raw -412167.338348 + Penalty 3938.352972 = -408228.985376
  nChanged 18
		SP:Iteration 20F (3420.530000 sec): 3 clusters
  Score: Raw -412177.353602 + Penalty 3938.352972 = -408239.000631
  nChanged 21
		SP:Iteration 21Q (3420.540000 sec): 3 clusters
  Score: Raw -412193.851156 + Penalty 3938.352972 = -408255.498185
  nChanged 31
		SP:Iteration 22Q (3420.550000 sec): 3 clusters
  Score: Raw -412216.641018 + Penalty 3938.352972 = -408278.288047
  nChanged 33
		SP:Iteration 23Q (3420.560000 sec): 3 clusters
  Score: Raw -412237.125598 + Penalty 3938.352972 = -408298.772627
  nChanged 33
		SP:Iteration 24Q (3420.570000 sec): 3 clusters
  Score: Raw -412258.900518 + Penalty 3938.352972 = -408320.547547
  nChanged 38
		SP:Iteration 25Q (3420.580000 sec): 3 clusters
  Score: Raw -412285.024765 + Penalty 3938.352972 = -408346.671794
  nChanged 45
		SP:Iteration 26Q (3420.590000 sec): 3 clusters
  Score: Raw -412323.968691 + Penalty 3938.352972 = -408385.615720
  nChanged 47
		SP:Iteration 27Q (3420.600000 sec): 3 clusters
  Score: Raw -412361.811861 + Penalty 3938.352972 = -408423.458890
  nChanged 46
		SP:Iteration 28Q (3420.610000 sec): 3 clusters
  Score: Raw -412399.782033 + Penalty 3938.352972 = -408461.429062
  nChanged 48
		SP:Iteration 29Q (3420.620000 sec): 3 clusters
  Score: Raw -412433.882800 + Penalty 3938.352972 = -408495.529828
  nChanged 47
		SP:Iteration 30Q (3420.630000 sec): 3 clusters
  Score: Raw -412479.151949 + Penalty 3938.352972 = -408540.798977
  nChanged 54
		SP:Iteration 31Q (3420.640000 sec): 3 clusters
  Score: Raw -412538.785790 + Penalty 3938.352972 = -408600.432819
  nChanged 61
		SP:Iteration 32Q (3420.650000 sec): 3 clusters
  Score: Raw -412604.141299 + Penalty 3938.352972 = -408665.788328
  nChanged 49
		SP:Iteration 33Q (3420.660000 sec): 3 clusters
  Score: Raw -412660.192628 + Penalty 3938.352972 = -408721.839656
  nChanged 56
		SP:Iteration 34Q (3420.670000 sec): 3 clusters
  Score: Raw -412732.021070 + Penalty 3938.352972 = -408793.668098
  nChanged 56
		SP:Iteration 35Q (3420.680000 sec): 3 clusters
  Score: Raw -412798.340756 + Penalty 3938.352972 = -408859.987785
  nChanged 48
		SP:Iteration 36Q (3420.690000 sec): 3 clusters
  Score: Raw -412841.298733 + Penalty 3938.352972 = -408902.945761
  nChanged 34
		SP:Iteration 37Q (3420.700000 sec): 3 clusters
  Score: Raw -412879.206992 + Penalty 3938.352972 = -408940.854020
  nChanged 29
		SP:Iteration 38Q (3420.700000 sec): 3 clusters
  Score: Raw -412904.458508 + Penalty 3938.352972 = -408966.105536
  nChanged 27
		SP:Iteration 39Q (3420.710000 sec): 3 clusters
  Score: Raw -412921.171364 + Penalty 3938.352972 = -408982.818392
  nChanged 17
		SP:Iteration 40F (3420.720000 sec): 3 clusters
  Score: Raw -412929.452375 + Penalty 3938.352972 = -408991.099404
  nChanged 10
		SP:Iteration 41Q (3420.730000 sec): 3 clusters
  Score: Raw -412934.361789 + Penalty 3938.352972 = -408996.008817
  nChanged 5
		SP:Iteration 42Q (3420.740000 sec): 3 clusters
  Score: Raw -412937.671397 + Penalty 3938.352972 = -408999.318425
  nChanged 3
		SP:Iteration 43Q (3420.750000 sec): 3 clusters
  Score: Raw -412939.841560 + Penalty 3938.352972 = -409001.488588
  nChanged 1
		SP:Iteration 44Q (3420.760000 sec): 3 clusters
  Score: Raw -412940.511943 + Penalty 3938.352972 = -409002.158972
  nChanged 1
		SP:Iteration 45Q (3420.770000 sec): 3 clusters
  Score: Raw -412940.968939 + Penalty 3938.352972 = -409002.615967
  nChanged 0
		SP:Iteration 46F (3420.780000 sec): 3 clusters
  Score: Raw -412940.968939 + Penalty 3938.352972 = -409002.615967
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.780000 sec): 2 clusters
  Score: Raw -77809.852459 + Penalty 1571.093454 = -76238.759005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.780000 sec): 3 clusters
  Score: Raw -77848.107947 + Penalty 3142.186909 = -74705.921038
  nChanged 114
		SP:Iteration 1F (3420.780000 sec): 3 clusters
  Score: Raw -78089.018923 + Penalty 3142.186909 = -74946.832015
  nChanged 38
		SP:Iteration 2F (3420.790000 sec): 3 clusters
  Score: Raw -78268.120227 + Penalty 3142.186909 = -75125.933318
  nChanged 37
		SP:Iteration 3F (3420.790000 sec): 3 clusters
  Score: Raw -78407.084374 + Penalty 3142.186909 = -75264.897466
  nChanged 33
		SP:Iteration 4F (3420.790000 sec): 3 clusters
  Score: Raw -78599.089868 + Penalty 3142.186909 = -75456.902959
  nChanged 23
		SP:Iteration 5Q (3420.800000 sec): 3 clusters
  Score: Raw -78690.222806 + Penalty 3142.186909 = -75548.035897
  nChanged 19
		SP:Iteration 6Q (3420.800000 sec): 3 clusters
  Score: Raw -78757.835730 + Penalty 3142.186909 = -75615.648821
  nChanged 11
		SP:Iteration 7Q (3420.800000 sec): 3 clusters
  Score: Raw -78801.014146 + Penalty 3142.186909 = -75658.827237
  nChanged 5
		SP:Iteration 8Q (3420.800000 sec): 3 clusters
  Score: Raw -78829.674349 + Penalty 3142.186909 = -75687.487440
  nChanged 7
		SP:Iteration 9Q (3420.800000 sec): 3 clusters
  Score: Raw -78876.170291 + Penalty 3142.186909 = -75733.983383
  nChanged 5
		SP:Iteration 10Q (3420.800000 sec): 3 clusters
  Score: Raw -78905.724082 + Penalty 3142.186909 = -75763.537174
  nChanged 1
		SP:Iteration 11Q (3420.800000 sec): 3 clusters
  Score: Raw -78908.263185 + Penalty 3142.186909 = -75766.076277
  nChanged 0
		SP:Iteration 12F (3420.810000 sec): 3 clusters
  Score: Raw -78908.263185 + Penalty 3142.186909 = -75766.076277
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.870000 sec): 2 clusters
  Score: Raw -2463886.960096 + Penalty 2427.429105 = -2461459.530991
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.930000 sec): 3 clusters
  Score: Raw -2453588.674399 + Penalty 4854.858209 = -2448733.816190
  nChanged 7811
		SP:Iteration 1F (3421.000000 sec): 3 clusters
  Score: Raw -2457773.599292 + Penalty 4854.858209 = -2452918.741083
  nChanged 1167
		SP:Iteration 2F (3421.060000 sec): 3 clusters
  Score: Raw -2458361.645853 + Penalty 4854.858209 = -2453506.787644
  nChanged 1075
		SP:Iteration 3F (3421.130000 sec): 3 clusters
  Score: Raw -2458900.312540 + Penalty 4854.858209 = -2454045.454331
  nChanged 968
		SP:Iteration 4F (3421.190000 sec): 3 clusters
  Score: Raw -2459443.276565 + Penalty 4854.858209 = -2454588.418356
  nChanged 924
		SP:Iteration 5F (3421.260000 sec): 3 clusters
  Score: Raw -2459980.422220 + Penalty 4854.858209 = -2455125.564011
  nChanged 920
		SP:Iteration 6F (3421.320000 sec): 3 clusters
  Score: Raw -2460517.715230 + Penalty 4854.858209 = -2455662.857021
  nChanged 902
		SP:Iteration 7F (3421.380000 sec): 3 clusters
  Score: Raw -2461061.964731 + Penalty 4854.858209 = -2456207.106522
  nChanged 851
		SP:Iteration 8Q (3421.450000 sec): 3 clusters
  Score: Raw -2461562.267829 + Penalty 4854.858209 = -2456707.409620
  nChanged 738
		SP:Iteration 9Q (3421.510000 sec): 3 clusters
  Score: Raw -2461972.363026 + Penalty 4854.858209 = -2457117.504817
  nChanged 669
		SP:Iteration 10Q (3421.580000 sec): 3 clusters
  Score: Raw -2462308.148417 + Penalty 4854.858209 = -2457453.290208
  nChanged 528
		SP:Iteration 11Q (3421.640000 sec): 3 clusters
  Score: Raw -2462553.907843 + Penalty 4854.858209 = -2457699.049634
  nChanged 426
		SP:Iteration 12Q (3421.700000 sec): 3 clusters
  Score: Raw -2462714.232038 + Penalty 4854.858209 = -2457859.373829
  nChanged 336
		SP:Iteration 13Q (3421.760000 sec): 3 clusters
  Score: Raw -2462827.919523 + Penalty 4854.858209 = -2457973.061314
  nChanged 251
		SP:Iteration 14Q (3421.830000 sec): 3 clusters
  Score: Raw -2462907.918345 + Penalty 4854.858209 = -2458053.060136
  nChanged 231
		SP:Iteration 15Q (3421.890000 sec): 3 clusters
  Score: Raw -2462980.741534 + Penalty 4854.858209 = -2458125.883325
  nChanged 206
		SP:Iteration 16Q (3421.950000 sec): 3 clusters
  Score: Raw -2463041.140219 + Penalty 4854.858209 = -2458186.282010
  nChanged 183
		SP:Iteration 17Q (3422.010000 sec): 3 clusters
  Score: Raw -2463091.709847 + Penalty 4854.858209 = -2458236.851638
  nChanged 159
		SP:Iteration 18Q (3422.070000 sec): 3 clusters
  Score: Raw -2463134.158612 + Penalty 4854.858209 = -2458279.300403
  nChanged 151
		SP:Iteration 19Q (3422.140000 sec): 3 clusters
  Score: Raw -2463175.259497 + Penalty 4854.858209 = -2458320.401288
  nChanged 161
		SP:Iteration 20F (3422.200000 sec): 3 clusters
  Score: Raw -2463216.617670 + Penalty 4854.858209 = -2458361.759461
  nChanged 134
		SP:Iteration 21Q (3422.260000 sec): 3 clusters
  Score: Raw -2463252.617665 + Penalty 4854.858209 = -2458397.759456
  nChanged 129
		SP:Iteration 22Q (3422.320000 sec): 3 clusters
  Score: Raw -2463286.020388 + Penalty 4854.858209 = -2458431.162179
  nChanged 139
		SP:Iteration 23Q (3422.380000 sec): 3 clusters
  Score: Raw -2463320.279652 + Penalty 4854.858209 = -2458465.421443
  nChanged 147
		SP:Iteration 24Q (3422.440000 sec): 3 clusters
  Score: Raw -2463360.198395 + Penalty 4854.858209 = -2458505.340186
  nChanged 145
		SP:Iteration 25Q (3422.500000 sec): 3 clusters
  Score: Raw -2463398.983691 + Penalty 4854.858209 = -2458544.125482
  nChanged 140
		SP:Iteration 26Q (3422.560000 sec): 3 clusters
  Score: Raw -2463440.960849 + Penalty 4854.858209 = -2458586.102640
  nChanged 157
		SP:Iteration 27Q (3422.620000 sec): 3 clusters
  Score: Raw -2463489.889908 + Penalty 4854.858209 = -2458635.031699
  nChanged 160
		SP:Iteration 28Q (3422.680000 sec): 3 clusters
  Score: Raw -2463535.389574 + Penalty 4854.858209 = -2458680.531365
  nChanged 147
		SP:Iteration 29Q (3422.740000 sec): 3 clusters
  Score: Raw -2463574.330432 + Penalty 4854.858209 = -2458719.472223
  nChanged 132
		SP:Iteration 30Q (3422.800000 sec): 3 clusters
  Score: Raw -2463609.646370 + Penalty 4854.858209 = -2458754.788161
  nChanged 127
		SP:Iteration 31Q (3422.860000 sec): 3 clusters
  Score: Raw -2463638.715614 + Penalty 4854.858209 = -2458783.857405
  nChanged 98
		SP:Iteration 32Q (3422.920000 sec): 3 clusters
  Score: Raw -2463657.031145 + Penalty 4854.858209 = -2458802.172936
  nChanged 90
		SP:Iteration 33Q (3422.980000 sec): 3 clusters
  Score: Raw -2463675.379151 + Penalty 4854.858209 = -2458820.520942
  nChanged 95
		SP:Iteration 34Q (3423.040000 sec): 3 clusters
  Score: Raw -2463697.442015 + Penalty 4854.858209 = -2458842.583806
  nChanged 106
		SP:Iteration 35Q (3423.100000 sec): 3 clusters
  Score: Raw -2463726.031549 + Penalty 4854.858209 = -2458871.173340
  nChanged 97
		SP:Iteration 36Q (3423.160000 sec): 3 clusters
  Score: Raw -2463750.944884 + Penalty 4854.858209 = -2458896.086675
  nChanged 108
		SP:Iteration 37Q (3423.220000 sec): 3 clusters
  Score: Raw -2463778.055074 + Penalty 4854.858209 = -2458923.196865
  nChanged 94
		SP:Iteration 38Q (3423.270000 sec): 3 clusters
  Score: Raw -2463799.009675 + Penalty 4854.858209 = -2458944.151466
  nChanged 91
		SP:Iteration 39Q (3423.330000 sec): 3 clusters
  Score: Raw -2463816.185228 + Penalty 4854.858209 = -2458961.327019
  nChanged 71
		SP:Iteration 40F (3423.400000 sec): 3 clusters
  Score: Raw -2463831.016840 + Penalty 4854.858209 = -2458976.158631
  nChanged 75
		SP:Iteration 41Q (3423.450000 sec): 3 clusters
  Score: Raw -2463849.383773 + Penalty 4854.858209 = -2458994.525564
  nChanged 87
		SP:Iteration 42Q (3423.510000 sec): 3 clusters
  Score: Raw -2463871.487544 + Penalty 4854.858209 = -2459016.629335
  nChanged 95
		SP:Iteration 43Q (3423.570000 sec): 3 clusters
  Score: Raw -2463894.569074 + Penalty 4854.858209 = -2459039.710865
  nChanged 95
		SP:Iteration 44Q (3423.630000 sec): 3 clusters
  Score: Raw -2463917.920073 + Penalty 4854.858209 = -2459063.061864
  nChanged 88
		SP:Iteration 45Q (3423.680000 sec): 3 clusters
  Score: Raw -2463936.588206 + Penalty 4854.858209 = -2459081.729997
  nChanged 75
		SP:Iteration 46Q (3423.740000 sec): 3 clusters
  Score: Raw -2463953.833448 + Penalty 4854.858209 = -2459098.975239
  nChanged 87
		SP:Iteration 47Q (3423.800000 sec): 3 clusters
  Score: Raw -2463970.889311 + Penalty 4854.858209 = -2459116.031101
  nChanged 69
		SP:Iteration 48Q (3423.860000 sec): 3 clusters
  Score: Raw -2463986.388303 + Penalty 4854.858209 = -2459131.530094
  nChanged 67
		SP:Iteration 49Q (3423.920000 sec): 3 clusters
  Score: Raw -2463999.801935 + Penalty 4854.858209 = -2459144.943725
  nChanged 65
		SP:Iteration 50Q (3423.970000 sec): 3 clusters
  Score: Raw -2464012.454892 + Penalty 4854.858209 = -2459157.596683
  nChanged 57
		SP:Iteration 51Q (3424.030000 sec): 3 clusters
  Score: Raw -2464022.106246 + Penalty 4854.858209 = -2459167.248037
  nChanged 51
		SP:Iteration 52Q (3424.090000 sec): 3 clusters
  Score: Raw -2464031.855153 + Penalty 4854.858209 = -2459176.996944
  nChanged 51
		SP:Iteration 53Q (3424.140000 sec): 3 clusters
  Score: Raw -2464041.214172 + Penalty 4854.858209 = -2459186.355963
  nChanged 54
		SP:Iteration 54Q (3424.200000 sec): 3 clusters
  Score: Raw -2464049.786462 + Penalty 4854.858209 = -2459194.928253
  nChanged 51
		SP:Iteration 55Q (3424.260000 sec): 3 clusters
  Score: Raw -2464060.432182 + Penalty 4854.858209 = -2459205.573973
  nChanged 53
		SP:Iteration 56Q (3424.320000 sec): 3 clusters
  Score: Raw -2464070.377991 + Penalty 4854.858209 = -2459215.519781
  nChanged 51
		SP:Iteration 57Q (3424.370000 sec): 3 clusters
  Score: Raw -2464080.003171 + Penalty 4854.858209 = -2459225.144962
  nChanged 44
		SP:Iteration 58Q (3424.430000 sec): 3 clusters
  Score: Raw -2464087.915686 + Penalty 4854.858209 = -2459233.057477
  nChanged 49
		SP:Iteration 59Q (3424.480000 sec): 3 clusters
  Score: Raw -2464097.157740 + Penalty 4854.858209 = -2459242.299531
  nChanged 51
		SP:Iteration 60F (3424.550000 sec): 3 clusters
  Score: Raw -2464108.724008 + Penalty 4854.858209 = -2459253.865799
  nChanged 55
		SP:Iteration 61Q (3424.600000 sec): 3 clusters
  Score: Raw -2464121.327617 + Penalty 4854.858209 = -2459266.469408
  nChanged 53
		SP:Iteration 62Q (3424.660000 sec): 3 clusters
  Score: Raw -2464131.662131 + Penalty 4854.858209 = -2459276.803922
  nChanged 51
		SP:Iteration 63Q (3424.720000 sec): 3 clusters
  Score: Raw -2464143.570257 + Penalty 4854.858209 = -2459288.712048
  nChanged 60
		SP:Iteration 64Q (3424.770000 sec): 3 clusters
  Score: Raw -2464158.203564 + Penalty 4854.858209 = -2459303.345355
  nChanged 52
		SP:Iteration 65Q (3424.830000 sec): 3 clusters
  Score: Raw -2464172.619893 + Penalty 4854.858209 = -2459317.761684
  nChanged 70
		SP:Iteration 66Q (3424.880000 sec): 3 clusters
  Score: Raw -2464191.133101 + Penalty 4854.858209 = -2459336.274892
  nChanged 63
		SP:Iteration 67Q (3424.940000 sec): 3 clusters
  Score: Raw -2464206.308459 + Penalty 4854.858209 = -2459351.450250
  nChanged 64
		SP:Iteration 68Q (3425.000000 sec): 3 clusters
  Score: Raw -2464219.340297 + Penalty 4854.858209 = -2459364.482088
  nChanged 55
		SP:Iteration 69Q (3425.050000 sec): 3 clusters
  Score: Raw -2464228.984852 + Penalty 4854.858209 = -2459374.126643
  nChanged 46
		SP:Iteration 70Q (3425.110000 sec): 3 clusters
  Score: Raw -2464238.402243 + Penalty 4854.858209 = -2459383.544034
  nChanged 52
		SP:Iteration 71Q (3425.170000 sec): 3 clusters
  Score: Raw -2464249.928425 + Penalty 4854.858209 = -2459395.070216
  nChanged 41
		SP:Iteration 72Q (3425.220000 sec): 3 clusters
  Score: Raw -2464257.934315 + Penalty 4854.858209 = -2459403.076106
  nChanged 40
		SP:Iteration 73Q (3425.280000 sec): 3 clusters
  Score: Raw -2464266.141585 + Penalty 4854.858209 = -2459411.283376
  nChanged 49
		SP:Iteration 74Q (3425.330000 sec): 3 clusters
  Score: Raw -2464279.010354 + Penalty 4854.858209 = -2459424.152145
  nChanged 54
		SP:Iteration 75Q (3425.390000 sec): 3 clusters
  Score: Raw -2464295.342915 + Penalty 4854.858209 = -2459440.484706
  nChanged 63
		SP:Iteration 76Q (3425.440000 sec): 3 clusters
  Score: Raw -2464312.489974 + Penalty 4854.858209 = -2459457.631765
  nChanged 56
		SP:Iteration 77Q (3425.500000 sec): 3 clusters
  Score: Raw -2464327.452248 + Penalty 4854.858209 = -2459472.594039
  nChanged 57
		SP:Iteration 78Q (3425.550000 sec): 3 clusters
  Score: Raw -2464341.498239 + Penalty 4854.858209 = -2459486.640030
  nChanged 58
		SP:Iteration 79Q (3425.610000 sec): 3 clusters
  Score: Raw -2464355.459373 + Penalty 4854.858209 = -2459500.601164
  nChanged 54
		SP:Iteration 80F (3425.670000 sec): 3 clusters
  Score: Raw -2464367.757045 + Penalty 4854.858209 = -2459512.898835
  nChanged 49
		SP:Iteration 81Q (3425.720000 sec): 3 clusters
  Score: Raw -2464380.915800 + Penalty 4854.858209 = -2459526.057591
  nChanged 57
		SP:Iteration 82Q (3425.780000 sec): 3 clusters
  Score: Raw -2464395.155288 + Penalty 4854.858209 = -2459540.297079
  nChanged 56
		SP:Iteration 83Q (3425.830000 sec): 3 clusters
  Score: Raw -2464407.952114 + Penalty 4854.858209 = -2459553.093905
  nChanged 56
		SP:Iteration 84Q (3425.890000 sec): 3 clusters
  Score: Raw -2464420.868008 + Penalty 4854.858209 = -2459566.009799
  nChanged 51
		SP:Iteration 85Q (3425.940000 sec): 3 clusters
  Score: Raw -2464433.877070 + Penalty 4854.858209 = -2459579.018861
  nChanged 53
		SP:Iteration 86Q (3426.000000 sec): 3 clusters
  Score: Raw -2464446.130163 + Penalty 4854.858209 = -2459591.271954
  nChanged 52
		SP:Iteration 87Q (3426.050000 sec): 3 clusters
  Score: Raw -2464458.926104 + Penalty 4854.858209 = -2459604.067894
  nChanged 52
		SP:Iteration 88Q (3426.100000 sec): 3 clusters
  Score: Raw -2464475.717603 + Penalty 4854.858209 = -2459620.859394
  nChanged 76
		SP:Iteration 89Q (3426.160000 sec): 3 clusters
  Score: Raw -2464498.757694 + Penalty 4854.858209 = -2459643.899485
  nChanged 69
		SP:Iteration 90Q (3426.210000 sec): 3 clusters
  Score: Raw -2464518.495308 + Penalty 4854.858209 = -2459663.637099
  nChanged 65
		SP:Iteration 91Q (3426.260000 sec): 3 clusters
  Score: Raw -2464538.074455 + Penalty 4854.858209 = -2459683.216246
  nChanged 69
		SP:Iteration 92Q (3426.320000 sec): 3 clusters
  Score: Raw -2464560.986921 + Penalty 4854.858209 = -2459706.128712
  nChanged 71
		SP:Iteration 93Q (3426.370000 sec): 3 clusters
  Score: Raw -2464582.803571 + Penalty 4854.858209 = -2459727.945362
  nChanged 54
		SP:Iteration 94Q (3426.420000 sec): 3 clusters
  Score: Raw -2464598.040306 + Penalty 4854.858209 = -2459743.182097
  nChanged 59
		SP:Iteration 95Q (3426.480000 sec): 3 clusters
  Score: Raw -2464615.255977 + Penalty 4854.858209 = -2459760.397768
  nChanged 59
		SP:Iteration 96Q (3426.530000 sec): 3 clusters
  Score: Raw -2464631.497402 + Penalty 4854.858209 = -2459776.639193
  nChanged 54
		SP:Iteration 97Q (3426.580000 sec): 3 clusters
  Score: Raw -2464645.390789 + Penalty 4854.858209 = -2459790.532579
  nChanged 47
		SP:Iteration 98Q (3426.640000 sec): 3 clusters
  Score: Raw -2464659.432070 + Penalty 4854.858209 = -2459804.573861
  nChanged 55
		SP:Iteration 99Q (3426.690000 sec): 3 clusters
  Score: Raw -2464674.179313 + Penalty 4854.858209 = -2459819.321104
  nChanged 55
		SP:Iteration 100F (3426.750000 sec): 3 clusters
  Score: Raw -2464688.747474 + Penalty 4854.858209 = -2459833.889264
  nChanged 43
		SP:Iteration 101Q (3426.800000 sec): 3 clusters
  Score: Raw -2464703.330554 + Penalty 4854.858209 = -2459848.472344
  nChanged 41
		SP:Iteration 102Q (3426.860000 sec): 3 clusters
  Score: Raw -2464714.900172 + Penalty 4854.858209 = -2459860.041963
  nChanged 31
		SP:Iteration 103Q (3426.910000 sec): 3 clusters
  Score: Raw -2464722.238837 + Penalty 4854.858209 = -2459867.380628
  nChanged 23
		SP:Iteration 104Q (3426.960000 sec): 3 clusters
  Score: Raw -2464727.379130 + Penalty 4854.858209 = -2459872.520921
  nChanged 27
		SP:Iteration 105Q (3427.010000 sec): 3 clusters
  Score: Raw -2464735.077484 + Penalty 4854.858209 = -2459880.219275
  nChanged 31
		SP:Iteration 106Q (3427.060000 sec): 3 clusters
  Score: Raw -2464744.142391 + Penalty 4854.858209 = -2459889.284182
  nChanged 33
		SP:Iteration 107Q (3427.110000 sec): 3 clusters
  Score: Raw -2464752.825024 + Penalty 4854.858209 = -2459897.966815
  nChanged 28
		SP:Iteration 108Q (3427.160000 sec): 3 clusters
  Score: Raw -2464759.832410 + Penalty 4854.858209 = -2459904.974201
  nChanged 25
		SP:Iteration 109Q (3427.220000 sec): 3 clusters
  Score: Raw -2464768.114426 + Penalty 4854.858209 = -2459913.256217
  nChanged 23
		SP:Iteration 110Q (3427.270000 sec): 3 clusters
  Score: Raw -2464773.939943 + Penalty 4854.858209 = -2459919.081734
  nChanged 21
		SP:Iteration 111Q (3427.320000 sec): 3 clusters
  Score: Raw -2464778.506593 + Penalty 4854.858209 = -2459923.648383
  nChanged 13
		SP:Iteration 112Q (3427.370000 sec): 3 clusters
  Score: Raw -2464781.366139 + Penalty 4854.858209 = -2459926.507930
  nChanged 13
		SP:Iteration 113Q (3427.420000 sec): 3 clusters
  Score: Raw -2464784.803172 + Penalty 4854.858209 = -2459929.944963
  nChanged 13
		SP:Iteration 114Q (3427.470000 sec): 3 clusters
  Score: Raw -2464788.204886 + Penalty 4854.858209 = -2459933.346677
  nChanged 15
		SP:Iteration 115Q (3427.520000 sec): 3 clusters
  Score: Raw -2464790.829382 + Penalty 4854.858209 = -2459935.971172
  nChanged 7
		SP:Iteration 116Q (3427.570000 sec): 3 clusters
  Score: Raw -2464792.319846 + Penalty 4854.858209 = -2459937.461637
  nChanged 9
		SP:Iteration 117Q (3427.620000 sec): 3 clusters
  Score: Raw -2464794.162919 + Penalty 4854.858209 = -2459939.304710
  nChanged 14
		SP:Iteration 118Q (3427.670000 sec): 3 clusters
  Score: Raw -2464797.980539 + Penalty 4854.858209 = -2459943.122330
  nChanged 12
		SP:Iteration 119Q (3427.720000 sec): 3 clusters
  Score: Raw -2464800.694763 + Penalty 4854.858209 = -2459945.836554
  nChanged 9
		SP:Iteration 120F (3427.790000 sec): 3 clusters
  Score: Raw -2464802.107640 + Penalty 4854.858209 = -2459947.249431
  nChanged 5
		SP:Iteration 121Q (3427.840000 sec): 3 clusters
  Score: Raw -2464802.880509 + Penalty 4854.858209 = -2459948.022300
  nChanged 7
		SP:Iteration 122Q (3427.890000 sec): 3 clusters
  Score: Raw -2464803.960904 + Penalty 4854.858209 = -2459949.102695
  nChanged 4
		SP:Iteration 123Q (3427.940000 sec): 3 clusters
  Score: Raw -2464804.475122 + Penalty 4854.858209 = -2459949.616913
  nChanged 5
		SP:Iteration 124Q (3427.990000 sec): 3 clusters
  Score: Raw -2464805.221668 + Penalty 4854.858209 = -2459950.363459
  nChanged 4
		SP:Iteration 125Q (3428.040000 sec): 3 clusters
  Score: Raw -2464806.153092 + Penalty 4854.858209 = -2459951.294883
  nChanged 3
		SP:Iteration 126Q (3428.100000 sec): 3 clusters
  Score: Raw -2464807.200592 + Penalty 4854.858209 = -2459952.342383
  nChanged 5
		SP:Iteration 127Q (3428.140000 sec): 3 clusters
  Score: Raw -2464808.847211 + Penalty 4854.858209 = -2459953.989002
  nChanged 5
		SP:Iteration 128Q (3428.200000 sec): 3 clusters
  Score: Raw -2464809.674428 + Penalty 4854.858209 = -2459954.816219
  nChanged 4
		SP:Iteration 129Q (3428.250000 sec): 3 clusters
  Score: Raw -2464811.296599 + Penalty 4854.858209 = -2459956.438390
  nChanged 7
		SP:Iteration 130Q (3428.300000 sec): 3 clusters
  Score: Raw -2464812.902632 + Penalty 4854.858209 = -2459958.044423
  nChanged 7
		SP:Iteration 131Q (3428.350000 sec): 3 clusters
  Score: Raw -2464814.518844 + Penalty 4854.858209 = -2459959.660635
  nChanged 6
		SP:Iteration 132Q (3428.400000 sec): 3 clusters
  Score: Raw -2464815.560953 + Penalty 4854.858209 = -2459960.702744
  nChanged 5
		SP:Iteration 133Q (3428.450000 sec): 3 clusters
  Score: Raw -2464816.593693 + Penalty 4854.858209 = -2459961.735484
  nChanged 8
		SP:Iteration 134Q (3428.500000 sec): 3 clusters
  Score: Raw -2464818.089175 + Penalty 4854.858209 = -2459963.230966
  nChanged 2
		SP:Iteration 135Q (3428.550000 sec): 3 clusters
  Score: Raw -2464818.283506 + Penalty 4854.858209 = -2459963.425297
  nChanged 2
		SP:Iteration 136Q (3428.600000 sec): 3 clusters
  Score: Raw -2464818.666485 + Penalty 4854.858209 = -2459963.808276
  nChanged 2
		SP:Iteration 137Q (3428.650000 sec): 3 clusters
  Score: Raw -2464819.236051 + Penalty 4854.858209 = -2459964.377842
  nChanged 3
		SP:Iteration 138Q (3428.700000 sec): 3 clusters
  Score: Raw -2464819.760031 + Penalty 4854.858209 = -2459964.901822
  nChanged 2
		SP:Iteration 139Q (3428.750000 sec): 3 clusters
  Score: Raw -2464820.103783 + Penalty 4854.858209 = -2459965.245574
  nChanged 3
		SP:Iteration 140F (3428.820000 sec): 3 clusters
  Score: Raw -2464820.599183 + Penalty 4854.858209 = -2459965.740974
  nChanged 4
		SP:Iteration 141Q (3428.870000 sec): 3 clusters
  Score: Raw -2464821.529321 + Penalty 4854.858209 = -2459966.671112
  nChanged 4
		SP:Iteration 142Q (3428.920000 sec): 3 clusters
  Score: Raw -2464822.297251 + Penalty 4854.858209 = -2459967.439042
  nChanged 3
		SP:Iteration 143Q (3428.970000 sec): 3 clusters
  Score: Raw -2464823.118878 + Penalty 4854.858209 = -2459968.260669
  nChanged 2
		SP:Iteration 144Q (3429.020000 sec): 3 clusters
  Score: Raw -2464823.469783 + Penalty 4854.858209 = -2459968.611574
  nChanged 1
		SP:Iteration 145Q (3429.070000 sec): 3 clusters
  Score: Raw -2464823.592500 + Penalty 4854.858209 = -2459968.734291
  nChanged 1
		SP:Iteration 146Q (3429.120000 sec): 3 clusters
  Score: Raw -2464823.832075 + Penalty 4854.858209 = -2459968.973866
  nChanged 0
		SP:Iteration 147F (3429.190000 sec): 3 clusters
  Score: Raw -2464823.832075 + Penalty 4854.858209 = -2459968.973866
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3429.210000 sec): 2 clusters
  Score: Raw -1055439.629180 + Penalty 2202.454175 = -1053237.175005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3429.240000 sec): 3 clusters
  Score: Raw -1051834.624004 + Penalty 4404.908350 = -1047429.715654
  nChanged 2833
		SP:Iteration 1F (3429.270000 sec): 3 clusters
  Score: Raw -1053338.536097 + Penalty 4404.908350 = -1048933.627747
  nChanged 478
		SP:Iteration 2F (3429.290000 sec): 3 clusters
  Score: Raw -1053576.438278 + Penalty 4404.908350 = -1049171.529928
  nChanged 360
		SP:Iteration 3F (3429.320000 sec): 3 clusters
  Score: Raw -1053750.384130 + Penalty 4404.908350 = -1049345.475779
  nChanged 291
		SP:Iteration 4Q (3429.350000 sec): 3 clusters
  Score: Raw -1053893.618892 + Penalty 4404.908350 = -1049488.710541
  nChanged 245
		SP:Iteration 5Q (3429.370000 sec): 3 clusters
  Score: Raw -1054009.059826 + Penalty 4404.908350 = -1049604.151475
  nChanged 203
		SP:Iteration 6Q (3429.400000 sec): 3 clusters
  Score: Raw -1054094.129438 + Penalty 4404.908350 = -1049689.221087
  nChanged 173
		SP:Iteration 7Q (3429.420000 sec): 3 clusters
  Score: Raw -1054167.479230 + Penalty 4404.908350 = -1049762.570880
  nChanged 155
		SP:Iteration 8Q (3429.450000 sec): 3 clusters
  Score: Raw -1054238.751187 + Penalty 4404.908350 = -1049833.842837
  nChanged 152
		SP:Iteration 9Q (3429.470000 sec): 3 clusters
  Score: Raw -1054311.975660 + Penalty 4404.908350 = -1049907.067309
  nChanged 155
		SP:Iteration 10Q (3429.500000 sec): 3 clusters
  Score: Raw -1054390.788476 + Penalty 4404.908350 = -1049985.880125
  nChanged 154
		SP:Iteration 11Q (3429.530000 sec): 3 clusters
  Score: Raw -1054459.948207 + Penalty 4404.908350 = -1050055.039857
  nChanged 150
		SP:Iteration 12Q (3429.550000 sec): 3 clusters
  Score: Raw -1054528.623375 + Penalty 4404.908350 = -1050123.715025
  nChanged 149
		SP:Iteration 13Q (3429.580000 sec): 3 clusters
  Score: Raw -1054616.491554 + Penalty 4404.908350 = -1050211.583203
  nChanged 169
		SP:Iteration 14Q (3429.600000 sec): 3 clusters
  Score: Raw -1054711.704773 + Penalty 4404.908350 = -1050306.796422
  nChanged 168
		SP:Iteration 15Q (3429.630000 sec): 3 clusters
  Score: Raw -1054800.142007 + Penalty 4404.908350 = -1050395.233656
  nChanged 161
		SP:Iteration 16Q (3429.650000 sec): 3 clusters
  Score: Raw -1054890.810078 + Penalty 4404.908350 = -1050485.901727
  nChanged 162
		SP:Iteration 17Q (3429.680000 sec): 3 clusters
  Score: Raw -1054978.990259 + Penalty 4404.908350 = -1050574.081909
  nChanged 150
		SP:Iteration 18Q (3429.710000 sec): 3 clusters
  Score: Raw -1055049.990547 + Penalty 4404.908350 = -1050645.082197
  nChanged 147
		SP:Iteration 19Q (3429.730000 sec): 3 clusters
  Score: Raw -1055128.561389 + Penalty 4404.908350 = -1050723.653038
  nChanged 143
		SP:Iteration 20F (3429.750000 sec): 3 clusters
  Score: Raw -1055211.032661 + Penalty 4404.908350 = -1050806.124311
  nChanged 132
		SP:Iteration 21Q (3429.780000 sec): 3 clusters
  Score: Raw -1055284.023027 + Penalty 4404.908350 = -1050879.114676
  nChanged 119
		SP:Iteration 22Q (3429.800000 sec): 3 clusters
  Score: Raw -1055349.312360 + Penalty 4404.908350 = -1050944.404010
  nChanged 108
		SP:Iteration 23Q (3429.830000 sec): 3 clusters
  Score: Raw -1055412.626207 + Penalty 4404.908350 = -1051007.717856
  nChanged 98
		SP:Iteration 24Q (3429.850000 sec): 3 clusters
  Score: Raw -1055476.416835 + Penalty 4404.908350 = -1051071.508485
  nChanged 94
		SP:Iteration 25Q (3429.870000 sec): 3 clusters
  Score: Raw -1055538.155422 + Penalty 4404.908350 = -1051133.247072
  nChanged 90
		SP:Iteration 26Q (3429.900000 sec): 3 clusters
  Score: Raw -1055588.425613 + Penalty 4404.908350 = -1051183.517263
  nChanged 72
		SP:Iteration 27Q (3429.920000 sec): 3 clusters
  Score: Raw -1055628.511669 + Penalty 4404.908350 = -1051223.603318
  nChanged 67
		SP:Iteration 28Q (3429.940000 sec): 3 clusters
  Score: Raw -1055667.156135 + Penalty 4404.908350 = -1051262.247785
  nChanged 57
		SP:Iteration 29Q (3429.970000 sec): 3 clusters
  Score: Raw -1055699.269370 + Penalty 4404.908350 = -1051294.361019
  nChanged 43
		SP:Iteration 30Q (3429.990000 sec): 3 clusters
  Score: Raw -1055727.410189 + Penalty 4404.908350 = -1051322.501838
  nChanged 55
		SP:Iteration 31Q (3430.010000 sec): 3 clusters
  Score: Raw -1055765.508843 + Penalty 4404.908350 = -1051360.600492
  nChanged 46
		SP:Iteration 32Q (3430.030000 sec): 3 clusters
  Score: Raw -1055795.329586 + Penalty 4404.908350 = -1051390.421236
  nChanged 29
		SP:Iteration 33Q (3430.050000 sec): 3 clusters
  Score: Raw -1055813.785083 + Penalty 4404.908350 = -1051408.876732
  nChanged 23
		SP:Iteration 34Q (3430.070000 sec): 3 clusters
  Score: Raw -1055831.121077 + Penalty 4404.908350 = -1051426.212727
  nChanged 25
		SP:Iteration 35Q (3430.090000 sec): 3 clusters
  Score: Raw -1055847.163421 + Penalty 4404.908350 = -1051442.255071
  nChanged 21
		SP:Iteration 36Q (3430.110000 sec): 3 clusters
  Score: Raw -1055858.671337 + Penalty 4404.908350 = -1051453.762986
  nChanged 15
		SP:Iteration 37Q (3430.140000 sec): 3 clusters
  Score: Raw -1055867.810206 + Penalty 4404.908350 = -1051462.901855
  nChanged 15
		SP:Iteration 38Q (3430.160000 sec): 3 clusters
  Score: Raw -1055876.471917 + Penalty 4404.908350 = -1051471.563567
  nChanged 9
		SP:Iteration 39Q (3430.180000 sec): 3 clusters
  Score: Raw -1055881.242364 + Penalty 4404.908350 = -1051476.334013
  nChanged 7
		SP:Iteration 40F (3430.210000 sec): 3 clusters
  Score: Raw -1055884.957370 + Penalty 4404.908350 = -1051480.049020
  nChanged 7
		SP:Iteration 41Q (3430.230000 sec): 3 clusters
  Score: Raw -1055889.177022 + Penalty 4404.908350 = -1051484.268671
  nChanged 5
		SP:Iteration 42Q (3430.250000 sec): 3 clusters
  Score: Raw -1055891.416644 + Penalty 4404.908350 = -1051486.508294
  nChanged 5
		SP:Iteration 43Q (3430.270000 sec): 3 clusters
  Score: Raw -1055893.811266 + Penalty 4404.908350 = -1051488.902916
  nChanged 2
		SP:Iteration 44Q (3430.290000 sec): 3 clusters
  Score: Raw -1055895.174641 + Penalty 4404.908350 = -1051490.266290
  nChanged 3
		SP:Iteration 45Q (3430.310000 sec): 3 clusters
  Score: Raw -1055897.038247 + Penalty 4404.908350 = -1051492.129897
  nChanged 1
		SP:Iteration 46Q (3430.330000 sec): 3 clusters
  Score: Raw -1055897.434763 + Penalty 4404.908350 = -1051492.526412
  nChanged 0
		SP:Iteration 47F (3430.360000 sec): 3 clusters
  Score: Raw -1055897.434763 + Penalty 4404.908350 = -1051492.526412
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (100206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3430.710000 sec): 2 clusters
  Score: Raw -14806760.866555 + Penalty 2855.715870 = -14803905.150685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3431.090000 sec): 3 clusters
  Score: Raw -14742802.265160 + Penalty 5711.431740 = -14737090.833421
  nChanged 47284
		SP:Iteration 1F (3431.470000 sec): 3 clusters
  Score: Raw -14770017.240153 + Penalty 5711.431740 = -14764305.808413
  nChanged 3817
		SP:Iteration 2Q (3431.860000 sec): 3 clusters
  Score: Raw -14771167.834244 + Penalty 5711.431740 = -14765456.402504
  nChanged 4323
		SP:Iteration 3Q (3432.250000 sec): 3 clusters
  Score: Raw -14772730.988510 + Penalty 5711.431740 = -14767019.556771
  nChanged 5047
		SP:Iteration 4F (3432.630000 sec): 3 clusters
  Score: Raw -14774994.577154 + Penalty 5711.431740 = -14769283.145414
  nChanged 5888
		SP:Iteration 5F (3433.010000 sec): 3 clusters
  Score: Raw -14778293.135373 + Penalty 5711.431740 = -14772581.703633
  nChanged 6757
		SP:Iteration 6F (3433.390000 sec): 3 clusters
  Score: Raw -14782831.697512 + Penalty 5711.431740 = -14777120.265772
  nChanged 7136
		SP:Iteration 7F (3433.770000 sec): 3 clusters
  Score: Raw -14788297.374774 + Penalty 5711.431740 = -14782585.943035
  nChanged 6793
		SP:Iteration 8F (3434.150000 sec): 3 clusters
  Score: Raw -14793926.440807 + Penalty 5711.431740 = -14788215.009067
  nChanged 5689
		SP:Iteration 9F (3434.530000 sec): 3 clusters
  Score: Raw -14798813.930895 + Penalty 5711.431740 = -14793102.499156
  nChanged 4091
		SP:Iteration 10Q (3434.900000 sec): 3 clusters
  Score: Raw -14802278.856748 + Penalty 5711.431740 = -14796567.425008
  nChanged 2650
		SP:Iteration 11Q (3435.250000 sec): 3 clusters
  Score: Raw -14804530.405349 + Penalty 5711.431740 = -14798818.973609
  nChanged 1489
		SP:Iteration 12Q (3435.580000 sec): 3 clusters
  Score: Raw -14805773.716297 + Penalty 5711.431740 = -14800062.284557
  nChanged 779
		SP:Iteration 13Q (3435.890000 sec): 3 clusters
  Score: Raw -14806415.243916 + Penalty 5711.431740 = -14800703.812176
  nChanged 426
		SP:Iteration 14Q (3436.180000 sec): 3 clusters
  Score: Raw -14806759.506101 + Penalty 5711.431740 = -14801048.074361
  nChanged 249
		SP:Iteration 15Q (3436.470000 sec): 3 clusters
  Score: Raw -14806958.905434 + Penalty 5711.431740 = -14801247.473694
  nChanged 156
		SP:Iteration 16Q (3436.750000 sec): 3 clusters
  Score: Raw -14807086.296260 + Penalty 5711.431740 = -14801374.864521
  nChanged 100
		SP:Iteration 17Q (3437.030000 sec): 3 clusters
  Score: Raw -14807148.723622 + Penalty 5711.431740 = -14801437.291883
  nChanged 62
		SP:Iteration 18Q (3437.300000 sec): 3 clusters
  Score: Raw -14807184.145263 + Penalty 5711.431740 = -14801472.713523
  nChanged 32
		SP:Iteration 19Q (3437.580000 sec): 3 clusters
  Score: Raw -14807203.967599 + Penalty 5711.431740 = -14801492.535859
  nChanged 31
		SP:Iteration 20F (3437.950000 sec): 3 clusters
  Score: Raw -14807224.356472 + Penalty 5711.431740 = -14801512.924732
  nChanged 23
		SP:Iteration 21Q (3438.230000 sec): 3 clusters
  Score: Raw -14807234.671948 + Penalty 5711.431740 = -14801523.240209
  nChanged 12
		SP:Iteration 22Q (3438.500000 sec): 3 clusters
  Score: Raw -14807240.704591 + Penalty 5711.431740 = -14801529.272851
  nChanged 5
		SP:Iteration 23Q (3438.780000 sec): 3 clusters
  Score: Raw -14807242.098777 + Penalty 5711.431740 = -14801530.667038
  nChanged 3
		SP:Iteration 24Q (3439.050000 sec): 3 clusters
  Score: Raw -14807243.059091 + Penalty 5711.431740 = -14801531.627352
  nChanged 0
		SP:Iteration 25F (3439.430000 sec): 3 clusters
  Score: Raw -14807243.059091 + Penalty 5711.431740 = -14801531.627352
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3439.480000 sec): 2 clusters
  Score: Raw -35204.480717 + Penalty 1371.298414 = -33833.182303
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3439.480000 sec): 3 clusters
  Score: Raw -35351.414236 + Penalty 2742.596827 = -32608.817408
  nChanged 30
		SP:Iteration 1F (3439.480000 sec): 3 clusters
  Score: Raw -35471.241305 + Penalty 2742.596827 = -32728.644478
  nChanged 2
		SP:Iteration 2Q (3439.480000 sec): 3 clusters
  Score: Raw -35478.018505 + Penalty 2742.596827 = -32735.421678
  nChanged 1
		SP:Iteration 3Q (3439.480000 sec): 3 clusters
  Score: Raw -35480.787657 + Penalty 2742.596827 = -32738.190830
  nChanged 1
		SP:Iteration 4Q (3439.490000 sec): 3 clusters
  Score: Raw -35486.990630 + Penalty 2742.596827 = -32744.393802
  nChanged 2
		SP:Iteration 5Q (3439.490000 sec): 3 clusters
  Score: Raw -35492.178707 + Penalty 2742.596827 = -32749.581880
  nChanged 0
		SP:Iteration 6F (3439.490000 sec): 3 clusters
  Score: Raw -35492.178707 + Penalty 2742.596827 = -32749.581880
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (259069 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3440.400000 sec): 2 clusters
  Score: Raw -38341964.255141 + Penalty 3091.282729 = -38338872.972412
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3441.390000 sec): 3 clusters
  Score: Raw -38171551.039248 + Penalty 6182.565458 = -38165368.473789
  nChanged 124639
		SP:Iteration 1F (3442.380000 sec): 3 clusters
  Score: Raw -38245687.859371 + Penalty 6182.565458 = -38239505.293913
  nChanged 7469
		SP:Iteration 2Q (3443.390000 sec): 3 clusters
  Score: Raw -38247353.716857 + Penalty 6182.565458 = -38241171.151398
  nChanged 8796
		SP:Iteration 3Q (3444.400000 sec): 3 clusters
  Score: Raw -38249828.007374 + Penalty 6182.565458 = -38243645.441916
  nChanged 10955
		SP:Iteration 4Q (3445.400000 sec): 3 clusters
  Score: Raw -38253955.754235 + Penalty 6182.565458 = -38247773.188777
  nChanged 14465
		SP:Iteration 5F (3446.390000 sec): 3 clusters
  Score: Raw -38261424.487339 + Penalty 6182.565458 = -38255241.921881
  nChanged 18833
		SP:Iteration 6F (3447.390000 sec): 3 clusters
  Score: Raw -38274233.455168 + Penalty 6182.565458 = -38268050.889709
  nChanged 22313
		SP:Iteration 7F (3448.390000 sec): 3 clusters
  Score: Raw -38293204.878013 + Penalty 6182.565458 = -38287022.312555
  nChanged 22080
		SP:Iteration 8F (3449.360000 sec): 3 clusters
  Score: Raw -38314631.746706 + Penalty 6182.565458 = -38308449.181247
  nChanged 16200
		SP:Iteration 9F (3450.350000 sec): 3 clusters
  Score: Raw -38330824.325912 + Penalty 6182.565458 = -38324641.760454
  nChanged 8095
		SP:Iteration 10Q (3451.310000 sec): 3 clusters
  Score: Raw -38338657.764812 + Penalty 6182.565458 = -38332475.199354
  nChanged 2782
		SP:Iteration 11Q (3452.170000 sec): 3 clusters
  Score: Raw -38341178.639629 + Penalty 6182.565458 = -38334996.074170
  nChanged 747
		SP:Iteration 12Q (3452.930000 sec): 3 clusters
  Score: Raw -38341883.167447 + Penalty 6182.565458 = -38335700.601988
  nChanged 173
		SP:Iteration 13Q (3453.640000 sec): 3 clusters
  Score: Raw -38342095.044085 + Penalty 6182.565458 = -38335912.478627
  nChanged 49
		SP:Iteration 14Q (3454.340000 sec): 3 clusters
  Score: Raw -38342181.962848 + Penalty 6182.565458 = -38335999.397390
  nChanged 40
		SP:Iteration 15Q (3455.030000 sec): 3 clusters
  Score: Raw -38342244.463673 + Penalty 6182.565458 = -38336061.898214
  nChanged 19
		SP:Iteration 16Q (3455.730000 sec): 3 clusters
  Score: Raw -38342276.528020 + Penalty 6182.565458 = -38336093.962561
  nChanged 14
		SP:Iteration 17Q (3456.410000 sec): 3 clusters
  Score: Raw -38342300.943641 + Penalty 6182.565458 = -38336118.378183
  nChanged 6
		SP:Iteration 18Q (3457.110000 sec): 3 clusters
  Score: Raw -38342311.201730 + Penalty 6182.565458 = -38336128.636272
  nChanged 0
		SP:Iteration 19F (3458.070000 sec): 3 clusters
  Score: Raw -38342311.201730 + Penalty 6182.565458 = -38336128.636272
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3458.190000 sec): 2 clusters
  Score: Raw -64181.902047 + Penalty 1533.668925 = -62648.233122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3458.190000 sec): 3 clusters
  Score: Raw -64212.122014 + Penalty 3067.337850 = -61144.784164
  nChanged 96
		SP:Iteration 1F (3458.190000 sec): 3 clusters
  Score: Raw -64459.386450 + Penalty 3067.337850 = -61392.048600
  nChanged 27
		SP:Iteration 2F (3458.190000 sec): 3 clusters
  Score: Raw -64548.755786 + Penalty 3067.337850 = -61481.417936
  nChanged 20
		SP:Iteration 3Q (3458.190000 sec): 3 clusters
  Score: Raw -64644.062148 + Penalty 3067.337850 = -61576.724298
  nChanged 15
		SP:Iteration 4Q (3458.190000 sec): 3 clusters
  Score: Raw -64841.685198 + Penalty 3067.337850 = -61774.347348
  nChanged 12
		SP:Iteration 5Q (3458.190000 sec): 3 clusters
  Score: Raw -64903.981397 + Penalty 3067.337850 = -61836.643547
  nChanged 12
		SP:Iteration 6Q (3458.200000 sec): 3 clusters
  Score: Raw -64940.179219 + Penalty 3067.337850 = -61872.841369
  nChanged 12
		SP:Iteration 7Q (3458.200000 sec): 3 clusters
  Score: Raw -64979.210629 + Penalty 3067.337850 = -61911.872779
  nChanged 4
		SP:Iteration 8Q (3458.200000 sec): 3 clusters
  Score: Raw -64989.143590 + Penalty 3067.337850 = -61921.805740
  nChanged 1
		SP:Iteration 9Q (3458.200000 sec): 3 clusters
  Score: Raw -64991.871353 + Penalty 3067.337850 = -61924.533503
  nChanged 1
		SP:Iteration 10Q (3458.200000 sec): 3 clusters
  Score: Raw -64995.345964 + Penalty 3067.337850 = -61928.008114
  nChanged 1
		SP:Iteration 11Q (3458.210000 sec): 3 clusters
  Score: Raw -65001.377335 + Penalty 3067.337850 = -61934.039485
  nChanged 0
		SP:Iteration 12F (3458.210000 sec): 3 clusters
  Score: Raw -65001.377335 + Penalty 3067.337850 = -61934.039485
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (7623 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3458.230000 sec): 2 clusters
  Score: Raw -1095036.858338 + Penalty 2216.853467 = -1092820.004871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3458.260000 sec): 3 clusters
  Score: Raw -1091083.361650 + Penalty 4433.706935 = -1086649.654715
  nChanged 3068
		SP:Iteration 1F (3458.290000 sec): 3 clusters
  Score: Raw -1092653.160822 + Penalty 4433.706935 = -1088219.453887
  nChanged 493
		SP:Iteration 2F (3458.320000 sec): 3 clusters
  Score: Raw -1092884.998440 + Penalty 4433.706935 = -1088451.291505
  nChanged 370
		SP:Iteration 3Q (3458.350000 sec): 3 clusters
  Score: Raw -1093044.105347 + Penalty 4433.706935 = -1088610.398412
  nChanged 297
		SP:Iteration 4Q (3458.370000 sec): 3 clusters
  Score: Raw -1093175.286506 + Penalty 4433.706935 = -1088741.579571
  nChanged 261
		SP:Iteration 5Q (3458.400000 sec): 3 clusters
  Score: Raw -1093283.645675 + Penalty 4433.706935 = -1088849.938740
  nChanged 233
		SP:Iteration 6Q (3458.430000 sec): 3 clusters
  Score: Raw -1093396.803364 + Penalty 4433.706935 = -1088963.096429
  nChanged 222
		SP:Iteration 7Q (3458.460000 sec): 3 clusters
  Score: Raw -1093522.026934 + Penalty 4433.706935 = -1089088.319999
  nChanged 213
		SP:Iteration 8Q (3458.490000 sec): 3 clusters
  Score: Raw -1093637.797108 + Penalty 4433.706935 = -1089204.090173
  nChanged 225
		SP:Iteration 9Q (3458.510000 sec): 3 clusters
  Score: Raw -1093746.647113 + Penalty 4433.706935 = -1089312.940178
  nChanged 223
		SP:Iteration 10Q (3458.540000 sec): 3 clusters
  Score: Raw -1093862.258612 + Penalty 4433.706935 = -1089428.551677
  nChanged 206
		SP:Iteration 11Q (3458.570000 sec): 3 clusters
  Score: Raw -1093968.213679 + Penalty 4433.706935 = -1089534.506744
  nChanged 193
		SP:Iteration 12Q (3458.590000 sec): 3 clusters
  Score: Raw -1094076.835790 + Penalty 4433.706935 = -1089643.128855
  nChanged 201
		SP:Iteration 13Q (3458.620000 sec): 3 clusters
  Score: Raw -1094199.140011 + Penalty 4433.706935 = -1089765.433076
  nChanged 212
		SP:Iteration 14Q (3458.650000 sec): 3 clusters
  Score: Raw -1094320.540874 + Penalty 4433.706935 = -1089886.833939
  nChanged 190
		SP:Iteration 15Q (3458.680000 sec): 3 clusters
  Score: Raw -1094416.083993 + Penalty 4433.706935 = -1089982.377058
  nChanged 173
		SP:Iteration 16Q (3458.710000 sec): 3 clusters
  Score: Raw -1094507.375071 + Penalty 4433.706935 = -1090073.668136
  nChanged 174
		SP:Iteration 17Q (3458.730000 sec): 3 clusters
  Score: Raw -1094607.358263 + Penalty 4433.706935 = -1090173.651328
  nChanged 165
		SP:Iteration 18Q (3458.760000 sec): 3 clusters
  Score: Raw -1094695.211520 + Penalty 4433.706935 = -1090261.504585
  nChanged 152
		SP:Iteration 19Q (3458.790000 sec): 3 clusters
  Score: Raw -1094773.687907 + Penalty 4433.706935 = -1090339.980972
  nChanged 141
		SP:Iteration 20F (3458.810000 sec): 3 clusters
  Score: Raw -1094845.467649 + Penalty 4433.706935 = -1090411.760714
  nChanged 140
		SP:Iteration 21Q (3458.840000 sec): 3 clusters
  Score: Raw -1094917.587972 + Penalty 4433.706935 = -1090483.881037
  nChanged 129
		SP:Iteration 22Q (3458.870000 sec): 3 clusters
  Score: Raw -1094999.587030 + Penalty 4433.706935 = -1090565.880095
  nChanged 124
		SP:Iteration 23Q (3458.890000 sec): 3 clusters
  Score: Raw -1095074.626475 + Penalty 4433.706935 = -1090640.919540
  nChanged 114
		SP:Iteration 24Q (3458.910000 sec): 3 clusters
  Score: Raw -1095148.226228 + Penalty 4433.706935 = -1090714.519293
  nChanged 103
		SP:Iteration 25Q (3458.940000 sec): 3 clusters
  Score: Raw -1095217.363022 + Penalty 4433.706935 = -1090783.656087
  nChanged 95
		SP:Iteration 26Q (3458.970000 sec): 3 clusters
  Score: Raw -1095273.684027 + Penalty 4433.706935 = -1090839.977092
  nChanged 87
		SP:Iteration 27Q (3458.990000 sec): 3 clusters
  Score: Raw -1095321.629760 + Penalty 4433.706935 = -1090887.922825
  nChanged 68
		SP:Iteration 28Q (3459.010000 sec): 3 clusters
  Score: Raw -1095362.880433 + Penalty 4433.706935 = -1090929.173498
  nChanged 59
		SP:Iteration 29Q (3459.040000 sec): 3 clusters
  Score: Raw -1095394.639291 + Penalty 4433.706935 = -1090960.932356
  nChanged 52
		SP:Iteration 30Q (3459.060000 sec): 3 clusters
  Score: Raw -1095423.496511 + Penalty 4433.706935 = -1090989.789576
  nChanged 42
		SP:Iteration 31Q (3459.090000 sec): 3 clusters
  Score: Raw -1095445.953432 + Penalty 4433.706935 = -1091012.246497
  nChanged 46
		SP:Iteration 32Q (3459.110000 sec): 3 clusters
  Score: Raw -1095465.919271 + Penalty 4433.706935 = -1091032.212336
  nChanged 33
		SP:Iteration 33Q (3459.130000 sec): 3 clusters
  Score: Raw -1095481.647949 + Penalty 4433.706935 = -1091047.941014
  nChanged 18
		SP:Iteration 34Q (3459.160000 sec): 3 clusters
  Score: Raw -1095489.509002 + Penalty 4433.706935 = -1091055.802067
  nChanged 12
		SP:Iteration 35Q (3459.180000 sec): 3 clusters
  Score: Raw -1095493.586073 + Penalty 4433.706935 = -1091059.879138
  nChanged 9
		SP:Iteration 36Q (3459.210000 sec): 3 clusters
  Score: Raw -1095496.419432 + Penalty 4433.706935 = -1091062.712497
  nChanged 4
		SP:Iteration 37Q (3459.230000 sec): 3 clusters
  Score: Raw -1095497.568932 + Penalty 4433.706935 = -1091063.861997
  nChanged 6
		SP:Iteration 38Q (3459.250000 sec): 3 clusters
  Score: Raw -1095499.443942 + Penalty 4433.706935 = -1091065.737007
  nChanged 5
		SP:Iteration 39Q (3459.270000 sec): 3 clusters
  Score: Raw -1095501.225649 + Penalty 4433.706935 = -1091067.518714
  nChanged 3
		SP:Iteration 40F (3459.300000 sec): 3 clusters
  Score: Raw -1095502.163123 + Penalty 4433.706935 = -1091068.456188
  nChanged 2
		SP:Iteration 41Q (3459.330000 sec): 3 clusters
  Score: Raw -1095503.134001 + Penalty 4433.706935 = -1091069.427066
  nChanged 3
		SP:Iteration 42Q (3459.350000 sec): 3 clusters
  Score: Raw -1095503.907870 + Penalty 4433.706935 = -1091070.200935
  nChanged 6
		SP:Iteration 43Q (3459.370000 sec): 3 clusters
  Score: Raw -1095505.316678 + Penalty 4433.706935 = -1091071.609743
  nChanged 4
		SP:Iteration 44Q (3459.390000 sec): 3 clusters
  Score: Raw -1095506.749495 + Penalty 4433.706935 = -1091073.042560
  nChanged 3
		SP:Iteration 45Q (3459.420000 sec): 3 clusters
  Score: Raw -1095507.371776 + Penalty 4433.706935 = -1091073.664841
  nChanged 2
		SP:Iteration 46Q (3459.440000 sec): 3 clusters
  Score: Raw -1095507.980855 + Penalty 4433.706935 = -1091074.273921
  nChanged 4
		SP:Iteration 47Q (3459.470000 sec): 3 clusters
  Score: Raw -1095509.277168 + Penalty 4433.706935 = -1091075.570233
  nChanged 2
		SP:Iteration 48Q (3459.490000 sec): 3 clusters
  Score: Raw -1095510.141238 + Penalty 4433.706935 = -1091076.434303
  nChanged 3
		SP:Iteration 49Q (3459.510000 sec): 3 clusters
  Score: Raw -1095511.673465 + Penalty 4433.706935 = -1091077.966530
  nChanged 0
		SP:Iteration 50F (3459.540000 sec): 3 clusters
  Score: Raw -1095511.673465 + Penalty 4433.706935 = -1091077.966530
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3459.550000 sec): 2 clusters
  Score: Raw -44434.578259 + Penalty 1441.904372 = -42992.673887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3459.550000 sec): 3 clusters
  Score: Raw -44545.800123 + Penalty 2883.808744 = -41661.991379
  nChanged 39
		SP:Iteration 1F (3459.550000 sec): 3 clusters
  Score: Raw -44657.974941 + Penalty 2883.808744 = -41774.166197
  nChanged 12
		SP:Iteration 2Q (3459.550000 sec): 3 clusters
  Score: Raw -44696.670837 + Penalty 2883.808744 = -41812.862093
  nChanged 9
		SP:Iteration 3Q (3459.550000 sec): 3 clusters
  Score: Raw -44724.804642 + Penalty 2883.808744 = -41840.995899
  nChanged 3
		SP:Iteration 4Q (3459.550000 sec): 3 clusters
  Score: Raw -44737.438046 + Penalty 2883.808744 = -41853.629302
  nChanged 3
		SP:Iteration 5Q (3459.550000 sec): 3 clusters
  Score: Raw -44757.421343 + Penalty 2883.808744 = -41873.612599
  nChanged 0
		SP:Iteration 6F (3459.550000 sec): 3 clusters
  Score: Raw -44757.421343 + Penalty 2883.808744 = -41873.612599
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3459.570000 sec): 2 clusters
  Score: Raw -280893.419903 + Penalty 1887.614234 = -279005.805669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3459.570000 sec): 3 clusters
  Score: Raw -280273.189042 + Penalty 3775.228468 = -276497.960574
  nChanged 695
		SP:Iteration 1F (3459.580000 sec): 3 clusters
  Score: Raw -281051.548614 + Penalty 3775.228468 = -277276.320146
  nChanged 211
		SP:Iteration 2F (3459.590000 sec): 3 clusters
  Score: Raw -281341.029417 + Penalty 3775.228468 = -277565.800949
  nChanged 164
		SP:Iteration 3F (3459.590000 sec): 3 clusters
  Score: Raw -281606.525333 + Penalty 3775.228468 = -277831.296865
  nChanged 156
		SP:Iteration 4F (3459.600000 sec): 3 clusters
  Score: Raw -281936.590811 + Penalty 3775.228468 = -278161.362343
  nChanged 129
		SP:Iteration 5F (3459.610000 sec): 3 clusters
  Score: Raw -282295.757203 + Penalty 3775.228468 = -278520.528736
  nChanged 111
		SP:Iteration 6F (3459.620000 sec): 3 clusters
  Score: Raw -282544.237282 + Penalty 3775.228468 = -278769.008814
  nChanged 65
		SP:Iteration 7Q (3459.620000 sec): 3 clusters
  Score: Raw -282643.375633 + Penalty 3775.228468 = -278868.147165
  nChanged 31
		SP:Iteration 8Q (3459.630000 sec): 3 clusters
  Score: Raw -282700.735785 + Penalty 3775.228468 = -278925.507317
  nChanged 14
		SP:Iteration 9Q (3459.630000 sec): 3 clusters
  Score: Raw -282722.161589 + Penalty 3775.228468 = -278946.933121
  nChanged 10
		SP:Iteration 10Q (3459.640000 sec): 3 clusters
  Score: Raw -282737.023885 + Penalty 3775.228468 = -278961.795417
  nChanged 6
		SP:Iteration 11Q (3459.650000 sec): 3 clusters
  Score: Raw -282742.185930 + Penalty 3775.228468 = -278966.957462
  nChanged 1
		SP:Iteration 12Q (3459.650000 sec): 3 clusters
  Score: Raw -282742.719717 + Penalty 3775.228468 = -278967.491249
  nChanged 0
		SP:Iteration 13F (3459.660000 sec): 3 clusters
  Score: Raw -282742.719717 + Penalty 3775.228468 = -278967.491249
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (20286 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3459.730000 sec): 2 clusters
  Score: Raw -2847607.670455 + Penalty 2459.586195 = -2845148.084259
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3459.810000 sec): 3 clusters
  Score: Raw -2835704.800548 + Penalty 4919.172391 = -2830785.628157
  nChanged 8968
		SP:Iteration 1F (3459.880000 sec): 3 clusters
  Score: Raw -2840434.307360 + Penalty 4919.172391 = -2835515.134969
  nChanged 1085
		SP:Iteration 2F (3459.950000 sec): 3 clusters
  Score: Raw -2840845.983438 + Penalty 4919.172391 = -2835926.811047
  nChanged 1004
		SP:Iteration 3Q (3460.030000 sec): 3 clusters
  Score: Raw -2841229.019100 + Penalty 4919.172391 = -2836309.846709
  nChanged 917
		SP:Iteration 4Q (3460.110000 sec): 3 clusters
  Score: Raw -2841601.417916 + Penalty 4919.172391 = -2836682.245525
  nChanged 916
		SP:Iteration 5Q (3460.180000 sec): 3 clusters
  Score: Raw -2842000.974492 + Penalty 4919.172391 = -2837081.802101
  nChanged 941
		SP:Iteration 6Q (3460.250000 sec): 3 clusters
  Score: Raw -2842452.239270 + Penalty 4919.172391 = -2837533.066880
  nChanged 1037
		SP:Iteration 7F (3460.330000 sec): 3 clusters
  Score: Raw -2843066.730366 + Penalty 4919.172391 = -2838147.557975
  nChanged 1164
		SP:Iteration 8F (3460.400000 sec): 3 clusters
  Score: Raw -2843908.277637 + Penalty 4919.172391 = -2838989.105246
  nChanged 1200
		SP:Iteration 9F (3460.470000 sec): 3 clusters
  Score: Raw -2844898.850829 + Penalty 4919.172391 = -2839979.678438
  nChanged 1075
		SP:Iteration 10F (3460.550000 sec): 3 clusters
  Score: Raw -2845904.051436 + Penalty 4919.172391 = -2840984.879045
  nChanged 876
		SP:Iteration 11Q (3460.620000 sec): 3 clusters
  Score: Raw -2846734.382307 + Penalty 4919.172391 = -2841815.209916
  nChanged 610
		SP:Iteration 12Q (3460.690000 sec): 3 clusters
  Score: Raw -2847242.730663 + Penalty 4919.172391 = -2842323.558272
  nChanged 450
		SP:Iteration 13Q (3460.750000 sec): 3 clusters
  Score: Raw -2847576.189221 + Penalty 4919.172391 = -2842657.016830
  nChanged 315
		SP:Iteration 14Q (3460.820000 sec): 3 clusters
  Score: Raw -2847782.101497 + Penalty 4919.172391 = -2842862.929106
  nChanged 237
		SP:Iteration 15Q (3460.880000 sec): 3 clusters
  Score: Raw -2847909.711947 + Penalty 4919.172391 = -2842990.539557
  nChanged 173
		SP:Iteration 16Q (3460.940000 sec): 3 clusters
  Score: Raw -2848001.507147 + Penalty 4919.172391 = -2843082.334756
  nChanged 118
		SP:Iteration 17Q (3461.000000 sec): 3 clusters
  Score: Raw -2848055.875234 + Penalty 4919.172391 = -2843136.702843
  nChanged 97
		SP:Iteration 18Q (3461.060000 sec): 3 clusters
  Score: Raw -2848101.181776 + Penalty 4919.172391 = -2843182.009385
  nChanged 92
		SP:Iteration 19Q (3461.120000 sec): 3 clusters
  Score: Raw -2848144.001188 + Penalty 4919.172391 = -2843224.828798
  nChanged 68
		SP:Iteration 20F (3461.190000 sec): 3 clusters
  Score: Raw -2848168.801452 + Penalty 4919.172391 = -2843249.629061
  nChanged 43
		SP:Iteration 21Q (3461.240000 sec): 3 clusters
  Score: Raw -2848185.917689 + Penalty 4919.172391 = -2843266.745298
  nChanged 44
		SP:Iteration 22Q (3461.300000 sec): 3 clusters
  Score: Raw -2848201.459875 + Penalty 4919.172391 = -2843282.287484
  nChanged 36
		SP:Iteration 23Q (3461.360000 sec): 3 clusters
  Score: Raw -2848213.502978 + Penalty 4919.172391 = -2843294.330587
  nChanged 32
		SP:Iteration 24Q (3461.420000 sec): 3 clusters
  Score: Raw -2848221.974016 + Penalty 4919.172391 = -2843302.801625
  nChanged 19
		SP:Iteration 25Q (3461.480000 sec): 3 clusters
  Score: Raw -2848227.490886 + Penalty 4919.172391 = -2843308.318495
  nChanged 11
		SP:Iteration 26Q (3461.540000 sec): 3 clusters
  Score: Raw -2848229.821694 + Penalty 4919.172391 = -2843310.649303
  nChanged 11
		SP:Iteration 27Q (3461.600000 sec): 3 clusters
  Score: Raw -2848233.180209 + Penalty 4919.172391 = -2843314.007818
  nChanged 10
		SP:Iteration 28Q (3461.650000 sec): 3 clusters
  Score: Raw -2848235.957827 + Penalty 4919.172391 = -2843316.785436
  nChanged 9
		SP:Iteration 29Q (3461.710000 sec): 3 clusters
  Score: Raw -2848238.576707 + Penalty 4919.172391 = -2843319.404317
  nChanged 7
		SP:Iteration 30Q (3461.760000 sec): 3 clusters
  Score: Raw -2848240.413500 + Penalty 4919.172391 = -2843321.241109
  nChanged 10
		SP:Iteration 31Q (3461.820000 sec): 3 clusters
  Score: Raw -2848243.624290 + Penalty 4919.172391 = -2843324.451899
  nChanged 10
		SP:Iteration 32Q (3461.880000 sec): 3 clusters
  Score: Raw -2848247.678036 + Penalty 4919.172391 = -2843328.505645
  nChanged 10
		SP:Iteration 33Q (3461.930000 sec): 3 clusters
  Score: Raw -2848250.539421 + Penalty 4919.172391 = -2843331.367031
  nChanged 7
		SP:Iteration 34Q (3461.990000 sec): 3 clusters
  Score: Raw -2848252.525477 + Penalty 4919.172391 = -2843333.353086
  nChanged 8
		SP:Iteration 35Q (3462.040000 sec): 3 clusters
  Score: Raw -2848254.793428 + Penalty 4919.172391 = -2843335.621037
  nChanged 6
		SP:Iteration 36Q (3462.100000 sec): 3 clusters
  Score: Raw -2848255.947434 + Penalty 4919.172391 = -2843336.775043
  nChanged 1
		SP:Iteration 37Q (3462.160000 sec): 3 clusters
  Score: Raw -2848256.570905 + Penalty 4919.172391 = -2843337.398514
  nChanged 2
		SP:Iteration 38Q (3462.210000 sec): 3 clusters
  Score: Raw -2848257.371298 + Penalty 4919.172391 = -2843338.198907
  nChanged 5
		SP:Iteration 39Q (3462.270000 sec): 3 clusters
  Score: Raw -2848259.000579 + Penalty 4919.172391 = -2843339.828188
  nChanged 4
		SP:Iteration 40F (3462.340000 sec): 3 clusters
  Score: Raw -2848260.129223 + Penalty 4919.172391 = -2843340.956832
  nChanged 5
		SP:Iteration 41Q (3462.400000 sec): 3 clusters
  Score: Raw -2848260.918067 + Penalty 4919.172391 = -2843341.745676
  nChanged 4
		SP:Iteration 42Q (3462.450000 sec): 3 clusters
  Score: Raw -2848262.038612 + Penalty 4919.172391 = -2843342.866221
  nChanged 4
		SP:Iteration 43Q (3462.510000 sec): 3 clusters
  Score: Raw -2848262.793116 + Penalty 4919.172391 = -2843343.620726
  nChanged 2
		SP:Iteration 44Q (3462.560000 sec): 3 clusters
  Score: Raw -2848263.358408 + Penalty 4919.172391 = -2843344.186017
  nChanged 3
		SP:Iteration 45Q (3462.620000 sec): 3 clusters
  Score: Raw -2848264.396996 + Penalty 4919.172391 = -2843345.224605
  nChanged 2
		SP:Iteration 46Q (3462.680000 sec): 3 clusters
  Score: Raw -2848264.770359 + Penalty 4919.172391 = -2843345.597968
  nChanged 1
		SP:Iteration 47Q (3462.730000 sec): 3 clusters
  Score: Raw -2848264.876493 + Penalty 4919.172391 = -2843345.704102
  nChanged 1
		SP:Iteration 48Q (3462.790000 sec): 3 clusters
  Score: Raw -2848265.025696 + Penalty 4919.172391 = -2843345.853305
  nChanged 2
		SP:Iteration 49Q (3462.840000 sec): 3 clusters
  Score: Raw -2848265.593026 + Penalty 4919.172391 = -2843346.420635
  nChanged 0
		SP:Iteration 50F (3462.920000 sec): 3 clusters
  Score: Raw -2848265.593026 + Penalty 4919.172391 = -2843346.420635
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (42690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3463.060000 sec): 2 clusters
  Score: Raw -6589858.845337 + Penalty 2644.106555 = -6587214.738782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3463.220000 sec): 3 clusters
  Score: Raw -6563614.668897 + Penalty 5288.213110 = -6558326.455787
  nChanged 19582
		SP:Iteration 1F (3463.380000 sec): 3 clusters
  Score: Raw -6574580.922066 + Penalty 5288.213110 = -6569292.708956
  nChanged 2039
		SP:Iteration 2Q (3463.540000 sec): 3 clusters
  Score: Raw -6575323.829886 + Penalty 5288.213110 = -6570035.616776
  nChanged 2165
		SP:Iteration 3F (3463.700000 sec): 3 clusters
  Score: Raw -6576281.423813 + Penalty 5288.213110 = -6570993.210703
  nChanged 2469
		SP:Iteration 4F (3463.860000 sec): 3 clusters
  Score: Raw -6577594.920121 + Penalty 5288.213110 = -6572306.707011
  nChanged 2731
		SP:Iteration 5F (3464.020000 sec): 3 clusters
  Score: Raw -6579319.955265 + Penalty 5288.213110 = -6574031.742155
  nChanged 2890
		SP:Iteration 6F (3464.180000 sec): 3 clusters
  Score: Raw -6581324.157340 + Penalty 5288.213110 = -6576035.944230
  nChanged 2726
		SP:Iteration 7F (3464.340000 sec): 3 clusters
  Score: Raw -6583246.537168 + Penalty 5288.213110 = -6577958.324058
  nChanged 2339
		SP:Iteration 8F (3464.500000 sec): 3 clusters
  Score: Raw -6584885.453790 + Penalty 5288.213110 = -6579597.240680
  nChanged 1909
		SP:Iteration 9Q (3464.660000 sec): 3 clusters
  Score: Raw -6586188.517243 + Penalty 5288.213110 = -6580900.304133
  nChanged 1483
		SP:Iteration 10Q (3464.820000 sec): 3 clusters
  Score: Raw -6587157.101361 + Penalty 5288.213110 = -6581868.888251
  nChanged 1123
		SP:Iteration 11Q (3464.970000 sec): 3 clusters
  Score: Raw -6587865.701249 + Penalty 5288.213110 = -6582577.488139
  nChanged 861
		SP:Iteration 12Q (3465.120000 sec): 3 clusters
  Score: Raw -6588431.710850 + Penalty 5288.213110 = -6583143.497740
  nChanged 649
		SP:Iteration 13Q (3465.260000 sec): 3 clusters
  Score: Raw -6588840.664065 + Penalty 5288.213110 = -6583552.450955
  nChanged 486
		SP:Iteration 14Q (3465.400000 sec): 3 clusters
  Score: Raw -6589142.779975 + Penalty 5288.213110 = -6583854.566865
  nChanged 374
		SP:Iteration 15Q (3465.540000 sec): 3 clusters
  Score: Raw -6589381.503500 + Penalty 5288.213110 = -6584093.290390
  nChanged 292
		SP:Iteration 16Q (3465.670000 sec): 3 clusters
  Score: Raw -6589568.560294 + Penalty 5288.213110 = -6584280.347184
  nChanged 228
		SP:Iteration 17Q (3465.800000 sec): 3 clusters
  Score: Raw -6589726.691677 + Penalty 5288.213110 = -6584438.478567
  nChanged 192
		SP:Iteration 18Q (3465.920000 sec): 3 clusters
  Score: Raw -6589870.824825 + Penalty 5288.213110 = -6584582.611715
  nChanged 150
		SP:Iteration 19Q (3466.040000 sec): 3 clusters
  Score: Raw -6589990.282461 + Penalty 5288.213110 = -6584702.069351
  nChanged 131
		SP:Iteration 20F (3466.200000 sec): 3 clusters
  Score: Raw -6590080.491181 + Penalty 5288.213110 = -6584792.278071
  nChanged 121
		SP:Iteration 21Q (3466.320000 sec): 3 clusters
  Score: Raw -6590150.495850 + Penalty 5288.213110 = -6584862.282740
  nChanged 92
		SP:Iteration 22Q (3466.440000 sec): 3 clusters
  Score: Raw -6590191.809690 + Penalty 5288.213110 = -6584903.596581
  nChanged 61
		SP:Iteration 23Q (3466.550000 sec): 3 clusters
  Score: Raw -6590218.280867 + Penalty 5288.213110 = -6584930.067757
  nChanged 39
		SP:Iteration 24Q (3466.670000 sec): 3 clusters
  Score: Raw -6590235.493018 + Penalty 5288.213110 = -6584947.279908
  nChanged 47
		SP:Iteration 25Q (3466.790000 sec): 3 clusters
  Score: Raw -6590254.617614 + Penalty 5288.213110 = -6584966.404504
  nChanged 48
		SP:Iteration 26Q (3466.910000 sec): 3 clusters
  Score: Raw -6590274.160029 + Penalty 5288.213110 = -6584985.946919
  nChanged 41
		SP:Iteration 27Q (3467.020000 sec): 3 clusters
  Score: Raw -6590288.795168 + Penalty 5288.213110 = -6585000.582058
  nChanged 37
		SP:Iteration 28Q (3467.140000 sec): 3 clusters
  Score: Raw -6590301.148040 + Penalty 5288.213110 = -6585012.934930
  nChanged 28
		SP:Iteration 29Q (3467.250000 sec): 3 clusters
  Score: Raw -6590309.144645 + Penalty 5288.213110 = -6585020.931535
  nChanged 15
		SP:Iteration 30Q (3467.370000 sec): 3 clusters
  Score: Raw -6590313.490989 + Penalty 5288.213110 = -6585025.277879
  nChanged 21
		SP:Iteration 31Q (3467.480000 sec): 3 clusters
  Score: Raw -6590320.087186 + Penalty 5288.213110 = -6585031.874076
  nChanged 19
		SP:Iteration 32Q (3467.600000 sec): 3 clusters
  Score: Raw -6590326.593304 + Penalty 5288.213110 = -6585038.380194
  nChanged 15
		SP:Iteration 33Q (3467.710000 sec): 3 clusters
  Score: Raw -6590331.901237 + Penalty 5288.213110 = -6585043.688127
  nChanged 15
		SP:Iteration 34Q (3467.820000 sec): 3 clusters
  Score: Raw -6590337.243546 + Penalty 5288.213110 = -6585049.030436
  nChanged 17
		SP:Iteration 35Q (3467.940000 sec): 3 clusters
  Score: Raw -6590342.683830 + Penalty 5288.213110 = -6585054.470720
  nChanged 10
		SP:Iteration 36Q (3468.060000 sec): 3 clusters
  Score: Raw -6590346.060257 + Penalty 5288.213110 = -6585057.847147
  nChanged 9
		SP:Iteration 37Q (3468.170000 sec): 3 clusters
  Score: Raw -6590348.743241 + Penalty 5288.213110 = -6585060.530131
  nChanged 8
		SP:Iteration 38Q (3468.290000 sec): 3 clusters
  Score: Raw -6590351.301937 + Penalty 5288.213110 = -6585063.088827
  nChanged 15
		SP:Iteration 39Q (3468.400000 sec): 3 clusters
  Score: Raw -6590355.866656 + Penalty 5288.213110 = -6585067.653546
  nChanged 12
		SP:Iteration 40F (3468.560000 sec): 3 clusters
  Score: Raw -6590359.556543 + Penalty 5288.213110 = -6585071.343433
  nChanged 9
		SP:Iteration 41Q (3468.680000 sec): 3 clusters
  Score: Raw -6590361.453076 + Penalty 5288.213110 = -6585073.239966
  nChanged 6
		SP:Iteration 42Q (3468.800000 sec): 3 clusters
  Score: Raw -6590363.298086 + Penalty 5288.213110 = -6585075.084976
  nChanged 8
		SP:Iteration 43Q (3468.910000 sec): 3 clusters
  Score: Raw -6590364.831174 + Penalty 5288.213110 = -6585076.618064
  nChanged 5
		SP:Iteration 44Q (3469.020000 sec): 3 clusters
  Score: Raw -6590365.930304 + Penalty 5288.213110 = -6585077.717194
  nChanged 0
		SP:Iteration 45F (3469.180000 sec): 3 clusters
  Score: Raw -6590365.930304 + Penalty 5288.213110 = -6585077.717194
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3469.590000 sec): 2 clusters
  Score: Raw -17411050.269702 + Penalty 2899.317274 = -17408150.952427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3470.050000 sec): 3 clusters
  Score: Raw -17333898.377399 + Penalty 5798.634549 = -17328099.742850
  nChanged 56735
		SP:Iteration 1F (3470.500000 sec): 3 clusters
  Score: Raw -17367072.007229 + Penalty 5798.634549 = -17361273.372681
  nChanged 4683
		SP:Iteration 2Q (3470.970000 sec): 3 clusters
  Score: Raw -17368593.769219 + Penalty 5798.634549 = -17362795.134670
  nChanged 5614
		SP:Iteration 3Q (3471.440000 sec): 3 clusters
  Score: Raw -17370953.855832 + Penalty 5798.634549 = -17365155.221283
  nChanged 6997
		SP:Iteration 4F (3471.890000 sec): 3 clusters
  Score: Raw -17374761.266317 + Penalty 5798.634549 = -17368962.631768
  nChanged 8333
		SP:Iteration 5F (3472.340000 sec): 3 clusters
  Score: Raw -17380197.219043 + Penalty 5798.634549 = -17374398.584494
  nChanged 8614
		SP:Iteration 6F (3472.800000 sec): 3 clusters
  Score: Raw -17386364.021792 + Penalty 5798.634549 = -17380565.387244
  nChanged 7966
		SP:Iteration 7F (3473.250000 sec): 3 clusters
  Score: Raw -17392318.959060 + Penalty 5798.634549 = -17386520.324511
  nChanged 6407
		SP:Iteration 8F (3473.700000 sec): 3 clusters
  Score: Raw -17397276.689867 + Penalty 5798.634549 = -17391478.055318
  nChanged 4836
		SP:Iteration 9Q (3474.160000 sec): 3 clusters
  Score: Raw -17401126.293284 + Penalty 5798.634549 = -17395327.658735
  nChanged 3641
		SP:Iteration 10Q (3474.600000 sec): 3 clusters
  Score: Raw -17404008.757891 + Penalty 5798.634549 = -17398210.123342
  nChanged 2665
		SP:Iteration 11Q (3475.010000 sec): 3 clusters
  Score: Raw -17405883.534940 + Penalty 5798.634549 = -17400084.900391
  nChanged 1909
		SP:Iteration 12Q (3475.400000 sec): 3 clusters
  Score: Raw -17407005.917375 + Penalty 5798.634549 = -17401207.282826
  nChanged 1428
		SP:Iteration 13Q (3475.780000 sec): 3 clusters
  Score: Raw -17407738.434907 + Penalty 5798.634549 = -17401939.800358
  nChanged 1134
		SP:Iteration 14Q (3476.150000 sec): 3 clusters
  Score: Raw -17408247.122844 + Penalty 5798.634549 = -17402448.488295
  nChanged 991
		SP:Iteration 15Q (3476.510000 sec): 3 clusters
  Score: Raw -17408663.206100 + Penalty 5798.634549 = -17402864.571551
  nChanged 909
		SP:Iteration 16Q (3476.870000 sec): 3 clusters
  Score: Raw -17409023.846073 + Penalty 5798.634549 = -17403225.211524
  nChanged 758
		SP:Iteration 17Q (3477.220000 sec): 3 clusters
  Score: Raw -17409301.716267 + Penalty 5798.634549 = -17403503.081718
  nChanged 683
		SP:Iteration 18Q (3477.570000 sec): 3 clusters
  Score: Raw -17409547.248466 + Penalty 5798.634549 = -17403748.613917
  nChanged 600
		SP:Iteration 19Q (3477.920000 sec): 3 clusters
  Score: Raw -17409757.259738 + Penalty 5798.634549 = -17403958.625189
  nChanged 531
		SP:Iteration 20F (3478.380000 sec): 3 clusters
  Score: Raw -17409942.738546 + Penalty 5798.634549 = -17404144.103997
  nChanged 481
		SP:Iteration 21Q (3478.720000 sec): 3 clusters
  Score: Raw -17410098.193684 + Penalty 5798.634549 = -17404299.559135
  nChanged 440
		SP:Iteration 22Q (3479.060000 sec): 3 clusters
  Score: Raw -17410240.247323 + Penalty 5798.634549 = -17404441.612774
  nChanged 392
		SP:Iteration 23Q (3479.400000 sec): 3 clusters
  Score: Raw -17410363.814043 + Penalty 5798.634549 = -17404565.179494
  nChanged 331
		SP:Iteration 24Q (3479.740000 sec): 3 clusters
  Score: Raw -17410470.209577 + Penalty 5798.634549 = -17404671.575028
  nChanged 276
		SP:Iteration 25Q (3480.070000 sec): 3 clusters
  Score: Raw -17410554.378128 + Penalty 5798.634549 = -17404755.743579
  nChanged 239
		SP:Iteration 26Q (3480.410000 sec): 3 clusters
  Score: Raw -17410630.789098 + Penalty 5798.634549 = -17404832.154549
  nChanged 239
		SP:Iteration 27Q (3480.740000 sec): 3 clusters
  Score: Raw -17410712.402628 + Penalty 5798.634549 = -17404913.768079
  nChanged 227
		SP:Iteration 28Q (3481.080000 sec): 3 clusters
  Score: Raw -17410786.923625 + Penalty 5798.634549 = -17404988.289076
  nChanged 205
		SP:Iteration 29Q (3481.410000 sec): 3 clusters
  Score: Raw -17410853.626513 + Penalty 5798.634549 = -17405054.991964
  nChanged 176
		SP:Iteration 30Q (3481.740000 sec): 3 clusters
  Score: Raw -17410913.882839 + Penalty 5798.634549 = -17405115.248290
  nChanged 174
		SP:Iteration 31Q (3482.070000 sec): 3 clusters
  Score: Raw -17410972.728104 + Penalty 5798.634549 = -17405174.093555
  nChanged 154
		SP:Iteration 32Q (3482.400000 sec): 3 clusters
  Score: Raw -17411028.350606 + Penalty 5798.634549 = -17405229.716057
  nChanged 138
		SP:Iteration 33Q (3482.730000 sec): 3 clusters
  Score: Raw -17411081.412546 + Penalty 5798.634549 = -17405282.777998
  nChanged 107
		SP:Iteration 34Q (3483.050000 sec): 3 clusters
  Score: Raw -17411117.664073 + Penalty 5798.634549 = -17405319.029524
  nChanged 83
		SP:Iteration 35Q (3483.380000 sec): 3 clusters
  Score: Raw -17411146.115638 + Penalty 5798.634549 = -17405347.481089
  nChanged 77
		SP:Iteration 36Q (3483.710000 sec): 3 clusters
  Score: Raw -17411172.602702 + Penalty 5798.634549 = -17405373.968153
  nChanged 59
		SP:Iteration 37Q (3484.030000 sec): 3 clusters
  Score: Raw -17411195.447847 + Penalty 5798.634549 = -17405396.813298
  nChanged 64
		SP:Iteration 38Q (3484.350000 sec): 3 clusters
  Score: Raw -17411219.536356 + Penalty 5798.634549 = -17405420.901807
  nChanged 64
		SP:Iteration 39Q (3484.680000 sec): 3 clusters
  Score: Raw -17411247.606792 + Penalty 5798.634549 = -17405448.972243
  nChanged 59
		SP:Iteration 40F (3485.130000 sec): 3 clusters
  Score: Raw -17411272.748860 + Penalty 5798.634549 = -17405474.114311
  nChanged 52
		SP:Iteration 41Q (3485.450000 sec): 3 clusters
  Score: Raw -17411293.870158 + Penalty 5798.634549 = -17405495.235609
  nChanged 59
		SP:Iteration 42Q (3485.780000 sec): 3 clusters
  Score: Raw -17411316.327696 + Penalty 5798.634549 = -17405517.693147
  nChanged 48
		SP:Iteration 43Q (3486.100000 sec): 3 clusters
  Score: Raw -17411334.371430 + Penalty 5798.634549 = -17405535.736881
  nChanged 46
		SP:Iteration 44Q (3486.430000 sec): 3 clusters
  Score: Raw -17411351.982111 + Penalty 5798.634549 = -17405553.347562
  nChanged 45
		SP:Iteration 45Q (3486.750000 sec): 3 clusters
  Score: Raw -17411371.364482 + Penalty 5798.634549 = -17405572.729933
  nChanged 54
		SP:Iteration 46Q (3487.070000 sec): 3 clusters
  Score: Raw -17411398.216691 + Penalty 5798.634549 = -17405599.582142
  nChanged 40
		SP:Iteration 47Q (3487.400000 sec): 3 clusters
  Score: Raw -17411416.682353 + Penalty 5798.634549 = -17405618.047804
  nChanged 37
		SP:Iteration 48Q (3487.720000 sec): 3 clusters
  Score: Raw -17411434.324261 + Penalty 5798.634549 = -17405635.689712
  nChanged 35
		SP:Iteration 49Q (3488.040000 sec): 3 clusters
  Score: Raw -17411450.569817 + Penalty 5798.634549 = -17405651.935268
  nChanged 25
		SP:Iteration 50Q (3488.370000 sec): 3 clusters
  Score: Raw -17411460.396516 + Penalty 5798.634549 = -17405661.761967
  nChanged 19
		SP:Iteration 51Q (3488.690000 sec): 3 clusters
  Score: Raw -17411467.258277 + Penalty 5798.634549 = -17405668.623728
  nChanged 17
		SP:Iteration 52Q (3489.010000 sec): 3 clusters
  Score: Raw -17411475.169441 + Penalty 5798.634549 = -17405676.534892
  nChanged 16
		SP:Iteration 53Q (3489.330000 sec): 3 clusters
  Score: Raw -17411481.001505 + Penalty 5798.634549 = -17405682.366956
  nChanged 12
		SP:Iteration 54Q (3489.650000 sec): 3 clusters
  Score: Raw -17411485.864187 + Penalty 5798.634549 = -17405687.229638
  nChanged 10
		SP:Iteration 55Q (3489.970000 sec): 3 clusters
  Score: Raw -17411489.606670 + Penalty 5798.634549 = -17405690.972121
  nChanged 9
		SP:Iteration 56Q (3490.290000 sec): 3 clusters
  Score: Raw -17411494.121284 + Penalty 5798.634549 = -17405695.486735
  nChanged 8
		SP:Iteration 57Q (3490.620000 sec): 3 clusters
  Score: Raw -17411496.229835 + Penalty 5798.634549 = -17405697.595286
  nChanged 4
		SP:Iteration 58Q (3490.940000 sec): 3 clusters
  Score: Raw -17411497.390591 + Penalty 5798.634549 = -17405698.756043
  nChanged 3
		SP:Iteration 59Q (3491.260000 sec): 3 clusters
  Score: Raw -17411498.987551 + Penalty 5798.634549 = -17405700.353002
  nChanged 3
		SP:Iteration 60F (3491.710000 sec): 3 clusters
  Score: Raw -17411499.867091 + Penalty 5798.634549 = -17405701.232542
  nChanged 3
		SP:Iteration 61Q (3492.030000 sec): 3 clusters
  Score: Raw -17411501.183559 + Penalty 5798.634549 = -17405702.549010
  nChanged 3
		SP:Iteration 62Q (3492.350000 sec): 3 clusters
  Score: Raw -17411503.182274 + Penalty 5798.634549 = -17405704.547725
  nChanged 0
		SP:Iteration 63F (3492.800000 sec): 3 clusters
  Score: Raw -17411503.182274 + Penalty 5798.634549 = -17405704.547725
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3492.880000 sec): 2 clusters
  Score: Raw -1775832.895195 + Penalty 2321.847580 = -1773511.047615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3492.930000 sec): 3 clusters
  Score: Raw -1769415.419817 + Penalty 4643.695160 = -1764771.724658
  nChanged 4846
		SP:Iteration 1F (3492.970000 sec): 3 clusters
  Score: Raw -1771981.821386 + Penalty 4643.695160 = -1767338.126227
  nChanged 728
		SP:Iteration 2F (3493.010000 sec): 3 clusters
  Score: Raw -1772276.380857 + Penalty 4643.695160 = -1767632.685697
  nChanged 550
		SP:Iteration 3Q (3493.050000 sec): 3 clusters
  Score: Raw -1772487.339645 + Penalty 4643.695160 = -1767843.644485
  nChanged 425
		SP:Iteration 4Q (3493.100000 sec): 3 clusters
  Score: Raw -1772650.231521 + Penalty 4643.695160 = -1768006.536361
  nChanged 384
		SP:Iteration 5Q (3493.140000 sec): 3 clusters
  Score: Raw -1772794.487680 + Penalty 4643.695160 = -1768150.792521
  nChanged 360
		SP:Iteration 6Q (3493.180000 sec): 3 clusters
  Score: Raw -1772920.510533 + Penalty 4643.695160 = -1768276.815374
  nChanged 327
		SP:Iteration 7Q (3493.220000 sec): 3 clusters
  Score: Raw -1773027.746272 + Penalty 4643.695160 = -1768384.051113
  nChanged 251
		SP:Iteration 8Q (3493.260000 sec): 3 clusters
  Score: Raw -1773114.918055 + Penalty 4643.695160 = -1768471.222895
  nChanged 253
		SP:Iteration 9Q (3493.310000 sec): 3 clusters
  Score: Raw -1773211.449518 + Penalty 4643.695160 = -1768567.754358
  nChanged 255
		SP:Iteration 10Q (3493.350000 sec): 3 clusters
  Score: Raw -1773298.636447 + Penalty 4643.695160 = -1768654.941287
  nChanged 243
		SP:Iteration 11Q (3493.390000 sec): 3 clusters
  Score: Raw -1773389.457836 + Penalty 4643.695160 = -1768745.762676
  nChanged 252
		SP:Iteration 12Q (3493.430000 sec): 3 clusters
  Score: Raw -1773490.813395 + Penalty 4643.695160 = -1768847.118235
  nChanged 272
		SP:Iteration 13Q (3493.480000 sec): 3 clusters
  Score: Raw -1773612.635856 + Penalty 4643.695160 = -1768968.940696
  nChanged 305
		SP:Iteration 14Q (3493.520000 sec): 3 clusters
  Score: Raw -1773752.111428 + Penalty 4643.695160 = -1769108.416269
  nChanged 312
		SP:Iteration 15Q (3493.560000 sec): 3 clusters
  Score: Raw -1773906.762189 + Penalty 4643.695160 = -1769263.067029
  nChanged 347
		SP:Iteration 16Q (3493.600000 sec): 3 clusters
  Score: Raw -1774090.914432 + Penalty 4643.695160 = -1769447.219272
  nChanged 368
		SP:Iteration 17Q (3493.640000 sec): 3 clusters
  Score: Raw -1774303.593938 + Penalty 4643.695160 = -1769659.898779
  nChanged 397
		SP:Iteration 18Q (3493.680000 sec): 3 clusters
  Score: Raw -1774551.051199 + Penalty 4643.695160 = -1769907.356039
  nChanged 413
		SP:Iteration 19Q (3493.720000 sec): 3 clusters
  Score: Raw -1774831.042586 + Penalty 4643.695160 = -1770187.347426
  nChanged 374
		SP:Iteration 20F (3493.760000 sec): 3 clusters
  Score: Raw -1775084.225818 + Penalty 4643.695160 = -1770440.530659
  nChanged 331
		SP:Iteration 21Q (3493.800000 sec): 3 clusters
  Score: Raw -1775317.644858 + Penalty 4643.695160 = -1770673.949698
  nChanged 264
		SP:Iteration 22Q (3493.840000 sec): 3 clusters
  Score: Raw -1775520.526809 + Penalty 4643.695160 = -1770876.831649
  nChanged 192
		SP:Iteration 23Q (3493.870000 sec): 3 clusters
  Score: Raw -1775667.907503 + Penalty 4643.695160 = -1771024.212344
  nChanged 148
		SP:Iteration 24Q (3493.910000 sec): 3 clusters
  Score: Raw -1775779.000995 + Penalty 4643.695160 = -1771135.305836
  nChanged 117
		SP:Iteration 25Q (3493.940000 sec): 3 clusters
  Score: Raw -1775881.818330 + Penalty 4643.695160 = -1771238.123170
  nChanged 91
		SP:Iteration 26Q (3493.980000 sec): 3 clusters
  Score: Raw -1775970.701474 + Penalty 4643.695160 = -1771327.006314
  nChanged 62
		SP:Iteration 27Q (3494.010000 sec): 3 clusters
  Score: Raw -1776029.212110 + Penalty 4643.695160 = -1771385.516950
  nChanged 42
		SP:Iteration 28Q (3494.040000 sec): 3 clusters
  Score: Raw -1776068.906907 + Penalty 4643.695160 = -1771425.211747
  nChanged 27
		SP:Iteration 29Q (3494.070000 sec): 3 clusters
  Score: Raw -1776094.256872 + Penalty 4643.695160 = -1771450.561712
  nChanged 14
		SP:Iteration 30Q (3494.100000 sec): 3 clusters
  Score: Raw -1776106.207205 + Penalty 4643.695160 = -1771462.512045
  nChanged 6
		SP:Iteration 31Q (3494.140000 sec): 3 clusters
  Score: Raw -1776110.206875 + Penalty 4643.695160 = -1771466.511715
  nChanged 5
		SP:Iteration 32Q (3494.170000 sec): 3 clusters
  Score: Raw -1776113.132645 + Penalty 4643.695160 = -1771469.437485
  nChanged 4
		SP:Iteration 33Q (3494.200000 sec): 3 clusters
  Score: Raw -1776116.326179 + Penalty 4643.695160 = -1771472.631019
  nChanged 4
		SP:Iteration 34Q (3494.230000 sec): 3 clusters
  Score: Raw -1776118.756995 + Penalty 4643.695160 = -1771475.061835
  nChanged 3
		SP:Iteration 35Q (3494.260000 sec): 3 clusters
  Score: Raw -1776121.632799 + Penalty 4643.695160 = -1771477.937639
  nChanged 4
		SP:Iteration 36Q (3494.290000 sec): 3 clusters
  Score: Raw -1776125.087929 + Penalty 4643.695160 = -1771481.392769
  nChanged 5
		SP:Iteration 37Q (3494.320000 sec): 3 clusters
  Score: Raw -1776128.152522 + Penalty 4643.695160 = -1771484.457362
  nChanged 4
		SP:Iteration 38Q (3494.350000 sec): 3 clusters
  Score: Raw -1776131.240667 + Penalty 4643.695160 = -1771487.545507
  nChanged 4
		SP:Iteration 39Q (3494.380000 sec): 3 clusters
  Score: Raw -1776135.311322 + Penalty 4643.695160 = -1771491.616163
  nChanged 8
		SP:Iteration 40F (3494.420000 sec): 3 clusters
  Score: Raw -1776144.341441 + Penalty 4643.695160 = -1771500.646281
  nChanged 7
		SP:Iteration 41Q (3494.460000 sec): 3 clusters
  Score: Raw -1776150.515003 + Penalty 4643.695160 = -1771506.819843
  nChanged 9
		SP:Iteration 42Q (3494.490000 sec): 3 clusters
  Score: Raw -1776159.322617 + Penalty 4643.695160 = -1771515.627457
  nChanged 10
		SP:Iteration 43Q (3494.520000 sec): 3 clusters
  Score: Raw -1776166.142692 + Penalty 4643.695160 = -1771522.447532
  nChanged 9
		SP:Iteration 44Q (3494.550000 sec): 3 clusters
  Score: Raw -1776173.931682 + Penalty 4643.695160 = -1771530.236522
  nChanged 5
		SP:Iteration 45Q (3494.580000 sec): 3 clusters
  Score: Raw -1776178.352019 + Penalty 4643.695160 = -1771534.656860
  nChanged 3
		SP:Iteration 46Q (3494.610000 sec): 3 clusters
  Score: Raw -1776180.801468 + Penalty 4643.695160 = -1771537.106308
  nChanged 2
		SP:Iteration 47Q (3494.640000 sec): 3 clusters
  Score: Raw -1776181.404776 + Penalty 4643.695160 = -1771537.709616
  nChanged 2
		SP:Iteration 48Q (3494.670000 sec): 3 clusters
  Score: Raw -1776182.629039 + Penalty 4643.695160 = -1771538.933880
  nChanged 1
		SP:Iteration 49Q (3494.700000 sec): 3 clusters
  Score: Raw -1776183.107349 + Penalty 4643.695160 = -1771539.412189
  nChanged 0
		SP:Iteration 50F (3494.740000 sec): 3 clusters
  Score: Raw -1776183.107349 + Penalty 4643.695160 = -1771539.412189
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (3739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3494.760000 sec): 2 clusters
  Score: Raw -535116.653320 + Penalty 2040.190222 = -533076.463098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3494.780000 sec): 3 clusters
  Score: Raw -533404.240726 + Penalty 4080.380444 = -529323.860282
  nChanged 1370
		SP:Iteration 1F (3494.790000 sec): 3 clusters
  Score: Raw -534217.766365 + Penalty 4080.380444 = -530137.385921
  nChanged 289
		SP:Iteration 2F (3494.800000 sec): 3 clusters
  Score: Raw -534396.673813 + Penalty 4080.380444 = -530316.293369
  nChanged 183
		SP:Iteration 3Q (3494.820000 sec): 3 clusters
  Score: Raw -534506.882224 + Penalty 4080.380444 = -530426.501780
  nChanged 125
		SP:Iteration 4Q (3494.830000 sec): 3 clusters
  Score: Raw -534589.410770 + Penalty 4080.380444 = -530509.030326
  nChanged 118
		SP:Iteration 5Q (3494.840000 sec): 3 clusters
  Score: Raw -534663.580725 + Penalty 4080.380444 = -530583.200281
  nChanged 91
		SP:Iteration 6Q (3494.860000 sec): 3 clusters
  Score: Raw -534722.845294 + Penalty 4080.380444 = -530642.464850
  nChanged 93
		SP:Iteration 7Q (3494.870000 sec): 3 clusters
  Score: Raw -534778.997496 + Penalty 4080.380444 = -530698.617053
  nChanged 72
		SP:Iteration 8Q (3494.880000 sec): 3 clusters
  Score: Raw -534816.093800 + Penalty 4080.380444 = -530735.713356
  nChanged 65
		SP:Iteration 9Q (3494.900000 sec): 3 clusters
  Score: Raw -534852.733189 + Penalty 4080.380444 = -530772.352746
  nChanged 69
		SP:Iteration 10Q (3494.910000 sec): 3 clusters
  Score: Raw -534886.207484 + Penalty 4080.380444 = -530805.827040
  nChanged 59
		SP:Iteration 11Q (3494.930000 sec): 3 clusters
  Score: Raw -534919.649939 + Penalty 4080.380444 = -530839.269495
  nChanged 57
		SP:Iteration 12Q (3494.940000 sec): 3 clusters
  Score: Raw -534957.747611 + Penalty 4080.380444 = -530877.367167
  nChanged 68
		SP:Iteration 13Q (3494.950000 sec): 3 clusters
  Score: Raw -534993.875328 + Penalty 4080.380444 = -530913.494884
  nChanged 55
		SP:Iteration 14Q (3494.970000 sec): 3 clusters
  Score: Raw -535021.612304 + Penalty 4080.380444 = -530941.231861
  nChanged 46
		SP:Iteration 15Q (3494.980000 sec): 3 clusters
  Score: Raw -535043.650766 + Penalty 4080.380444 = -530963.270322
  nChanged 36
		SP:Iteration 16Q (3495.000000 sec): 3 clusters
  Score: Raw -535061.008065 + Penalty 4080.380444 = -530980.627622
  nChanged 36
		SP:Iteration 17Q (3495.010000 sec): 3 clusters
  Score: Raw -535079.471315 + Penalty 4080.380444 = -530999.090871
  nChanged 41
		SP:Iteration 18Q (3495.020000 sec): 3 clusters
  Score: Raw -535098.762570 + Penalty 4080.380444 = -531018.382127
  nChanged 30
		SP:Iteration 19Q (3495.040000 sec): 3 clusters
  Score: Raw -535114.970664 + Penalty 4080.380444 = -531034.590220
  nChanged 27
		SP:Iteration 20F (3495.050000 sec): 3 clusters
  Score: Raw -535127.106083 + Penalty 4080.380444 = -531046.725639
  nChanged 29
		SP:Iteration 21Q (3495.060000 sec): 3 clusters
  Score: Raw -535138.662411 + Penalty 4080.380444 = -531058.281967
  nChanged 22
		SP:Iteration 22Q (3495.080000 sec): 3 clusters
  Score: Raw -535147.950119 + Penalty 4080.380444 = -531067.569675
  nChanged 18
		SP:Iteration 23Q (3495.090000 sec): 3 clusters
  Score: Raw -535155.515111 + Penalty 4080.380444 = -531075.134667
  nChanged 10
		SP:Iteration 24Q (3495.100000 sec): 3 clusters
  Score: Raw -535159.133394 + Penalty 4080.380444 = -531078.752950
  nChanged 9
		SP:Iteration 25Q (3495.120000 sec): 3 clusters
  Score: Raw -535164.074245 + Penalty 4080.380444 = -531083.693801
  nChanged 14
		SP:Iteration 26Q (3495.130000 sec): 3 clusters
  Score: Raw -535169.985440 + Penalty 4080.380444 = -531089.604996
  nChanged 9
		SP:Iteration 27Q (3495.140000 sec): 3 clusters
  Score: Raw -535173.420759 + Penalty 4080.380444 = -531093.040315
  nChanged 11
		SP:Iteration 28Q (3495.160000 sec): 3 clusters
  Score: Raw -535177.758599 + Penalty 4080.380444 = -531097.378156
  nChanged 10
		SP:Iteration 29Q (3495.170000 sec): 3 clusters
  Score: Raw -535181.917573 + Penalty 4080.380444 = -531101.537129
  nChanged 7
		SP:Iteration 30Q (3495.180000 sec): 3 clusters
  Score: Raw -535183.831558 + Penalty 4080.380444 = -531103.451114
  nChanged 3
		SP:Iteration 31Q (3495.200000 sec): 3 clusters
  Score: Raw -535184.345969 + Penalty 4080.380444 = -531103.965526
  nChanged 2
		SP:Iteration 32Q (3495.210000 sec): 3 clusters
  Score: Raw -535184.864185 + Penalty 4080.380444 = -531104.483741
  nChanged 2
		SP:Iteration 33Q (3495.220000 sec): 3 clusters
  Score: Raw -535185.555318 + Penalty 4080.380444 = -531105.174875
  nChanged 2
		SP:Iteration 34Q (3495.240000 sec): 3 clusters
  Score: Raw -535186.035851 + Penalty 4080.380444 = -531105.655408
  nChanged 2
		SP:Iteration 35Q (3495.250000 sec): 3 clusters
  Score: Raw -535186.519351 + Penalty 4080.380444 = -531106.138908
  nChanged 2
		SP:Iteration 36Q (3495.260000 sec): 3 clusters
  Score: Raw -535187.081459 + Penalty 4080.380444 = -531106.701015
  nChanged 2
		SP:Iteration 37Q (3495.280000 sec): 3 clusters
  Score: Raw -535187.657510 + Penalty 4080.380444 = -531107.277067
  nChanged 2
		SP:Iteration 38Q (3495.290000 sec): 3 clusters
  Score: Raw -535188.147179 + Penalty 4080.380444 = -531107.766735
  nChanged 1
		SP:Iteration 39Q (3495.300000 sec): 3 clusters
  Score: Raw -535188.325544 + Penalty 4080.380444 = -531107.945100
  nChanged 0
		SP:Iteration 40F (3495.320000 sec): 3 clusters
  Score: Raw -535188.325544 + Penalty 4080.380444 = -531107.945100
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3495.320000 sec): 2 clusters
  Score: Raw -27239.942278 + Penalty 1352.919637 = -25887.022641
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3495.320000 sec): 3 clusters
  Score: Raw -27430.504619 + Penalty 2705.839273 = -24724.665346
  nChanged 34
		SP:Iteration 1F (3495.320000 sec): 3 clusters
  Score: Raw -27595.717535 + Penalty 2705.839273 = -24889.878262
  nChanged 9
		SP:Iteration 2Q (3495.330000 sec): 3 clusters
  Score: Raw -27652.306241 + Penalty 2705.839273 = -24946.466968
  nChanged 6
		SP:Iteration 3Q (3495.330000 sec): 3 clusters
  Score: Raw -27696.309533 + Penalty 2705.839273 = -24990.470260
  nChanged 4
		SP:Iteration 4Q (3495.330000 sec): 3 clusters
  Score: Raw -27727.513351 + Penalty 2705.839273 = -25021.674078
  nChanged 4
		SP:Iteration 5Q (3495.330000 sec): 3 clusters
  Score: Raw -27788.116136 + Penalty 2705.839273 = -25082.276862
  nChanged 6
		SP:Iteration 6Q (3495.330000 sec): 3 clusters
  Score: Raw -27858.677525 + Penalty 2705.839273 = -25152.838252
  nChanged 7
		SP:Iteration 7Q (3495.330000 sec): 3 clusters
  Score: Raw -27887.880016 + Penalty 2705.839273 = -25182.040743
  nChanged 4
		SP:Iteration 8Q (3495.330000 sec): 3 clusters
  Score: Raw -27903.923793 + Penalty 2705.839273 = -25198.084520
  nChanged 4
		SP:Iteration 9Q (3495.330000 sec): 3 clusters
  Score: Raw -27931.391665 + Penalty 2705.839273 = -25225.552392
  nChanged 4
		SP:Iteration 10Q (3495.330000 sec): 3 clusters
  Score: Raw -27952.616598 + Penalty 2705.839273 = -25246.777325
  nChanged 3
		SP:Iteration 11Q (3495.330000 sec): 3 clusters
  Score: Raw -27966.692760 + Penalty 2705.839273 = -25260.853487
  nChanged 1
		SP:Iteration 12Q (3495.340000 sec): 3 clusters
  Score: Raw -27970.203400 + Penalty 2705.839273 = -25264.364126
  nChanged 0
		SP:Iteration 13F (3495.340000 sec): 3 clusters
  Score: Raw -27970.746959 + Penalty 2705.839273 = -25264.907686
  nChanged 1
		SP:Iteration 14Q (3495.340000 sec): 3 clusters
  Score: Raw -27976.755456 + Penalty 2705.839273 = -25270.916183
  nChanged 1
		SP:Iteration 15Q (3495.340000 sec): 3 clusters
  Score: Raw -28018.494746 + Penalty 2705.839273 = -25312.655473
  nChanged 2
		SP:Iteration 16Q (3495.340000 sec): 3 clusters
  Score: Raw -28042.882298 + Penalty 2705.839273 = -25337.043025
  nChanged 4
		SP:Iteration 17Q (3495.340000 sec): 3 clusters
  Score: Raw -28122.233077 + Penalty 2705.839273 = -25416.393803
  nChanged 2
		SP:Iteration 18Q (3495.340000 sec): 3 clusters
  Score: Raw -28141.934667 + Penalty 2705.839273 = -25436.095394
  nChanged 2
		SP:Iteration 19Q (3495.340000 sec): 3 clusters
  Score: Raw -28160.883179 + Penalty 2705.839273 = -25455.043906
  nChanged 0
		SP:Iteration 20F (3495.340000 sec): 3 clusters
  Score: Raw -28160.883179 + Penalty 2705.839273 = -25455.043906
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (30932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3495.450000 sec): 2 clusters
  Score: Raw -4515613.196611 + Penalty 2564.207538 = -4513048.989073
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3495.560000 sec): 3 clusters
  Score: Raw -4497035.056717 + Penalty 5128.415077 = -4491906.641641
  nChanged 13959
		SP:Iteration 1F (3495.680000 sec): 3 clusters
  Score: Raw -4504667.602188 + Penalty 5128.415077 = -4499539.187112
  nChanged 1557
		SP:Iteration 2F (3495.790000 sec): 3 clusters
  Score: Raw -4505295.828434 + Penalty 5128.415077 = -4500167.413357
  nChanged 1502
		SP:Iteration 3Q (3495.910000 sec): 3 clusters
  Score: Raw -4506029.809894 + Penalty 5128.415077 = -4500901.394817
  nChanged 1573
		SP:Iteration 4F (3496.030000 sec): 3 clusters
  Score: Raw -4506895.243209 + Penalty 5128.415077 = -4501766.828132
  nChanged 1681
		SP:Iteration 5F (3496.150000 sec): 3 clusters
  Score: Raw -4507902.741103 + Penalty 5128.415077 = -4502774.326027
  nChanged 1727
		SP:Iteration 6F (3496.260000 sec): 3 clusters
  Score: Raw -4508920.344609 + Penalty 5128.415077 = -4503791.929532
  nChanged 1724
		SP:Iteration 7F (3496.370000 sec): 3 clusters
  Score: Raw -4509856.163092 + Penalty 5128.415077 = -4504727.748015
  nChanged 1637
		SP:Iteration 8F (3496.490000 sec): 3 clusters
  Score: Raw -4510704.120384 + Penalty 5128.415077 = -4505575.705307
  nChanged 1380
		SP:Iteration 9Q (3496.600000 sec): 3 clusters
  Score: Raw -4511289.402144 + Penalty 5128.415077 = -4506160.987067
  nChanged 1072
		SP:Iteration 10Q (3496.720000 sec): 3 clusters
  Score: Raw -4511665.086992 + Penalty 5128.415077 = -4506536.671915
  nChanged 839
		SP:Iteration 11Q (3496.830000 sec): 3 clusters
  Score: Raw -4511923.549989 + Penalty 5128.415077 = -4506795.134913
  nChanged 615
		SP:Iteration 12Q (3496.950000 sec): 3 clusters
  Score: Raw -4512088.948762 + Penalty 5128.415077 = -4506960.533686
  nChanged 511
		SP:Iteration 13Q (3497.060000 sec): 3 clusters
  Score: Raw -4512212.668483 + Penalty 5128.415077 = -4507084.253406
  nChanged 402
		SP:Iteration 14Q (3497.170000 sec): 3 clusters
  Score: Raw -4512309.048174 + Penalty 5128.415077 = -4507180.633097
  nChanged 337
		SP:Iteration 15Q (3497.290000 sec): 3 clusters
  Score: Raw -4512399.969655 + Penalty 5128.415077 = -4507271.554578
  nChanged 313
		SP:Iteration 16Q (3497.400000 sec): 3 clusters
  Score: Raw -4512478.519262 + Penalty 5128.415077 = -4507350.104185
  nChanged 285
		SP:Iteration 17Q (3497.510000 sec): 3 clusters
  Score: Raw -4512543.743270 + Penalty 5128.415077 = -4507415.328193
  nChanged 247
		SP:Iteration 18Q (3497.630000 sec): 3 clusters
  Score: Raw -4512588.374477 + Penalty 5128.415077 = -4507459.959400
  nChanged 213
		SP:Iteration 19Q (3497.740000 sec): 3 clusters
  Score: Raw -4512619.563049 + Penalty 5128.415077 = -4507491.147972
  nChanged 165
		SP:Iteration 20F (3497.860000 sec): 3 clusters
  Score: Raw -4512644.388129 + Penalty 5128.415077 = -4507515.973052
  nChanged 155
		SP:Iteration 21Q (3497.970000 sec): 3 clusters
  Score: Raw -4512667.688303 + Penalty 5128.415077 = -4507539.273227
  nChanged 149
		SP:Iteration 22Q (3498.090000 sec): 3 clusters
  Score: Raw -4512688.548813 + Penalty 5128.415077 = -4507560.133736
  nChanged 135
		SP:Iteration 23Q (3498.200000 sec): 3 clusters
  Score: Raw -4512709.837977 + Penalty 5128.415077 = -4507581.422900
  nChanged 141
		SP:Iteration 24Q (3498.310000 sec): 3 clusters
  Score: Raw -4512732.918893 + Penalty 5128.415077 = -4507604.503816
  nChanged 141
		SP:Iteration 25Q (3498.430000 sec): 3 clusters
  Score: Raw -4512755.819892 + Penalty 5128.415077 = -4507627.404815
  nChanged 149
		SP:Iteration 26Q (3498.550000 sec): 3 clusters
  Score: Raw -4512782.546231 + Penalty 5128.415077 = -4507654.131155
  nChanged 146
		SP:Iteration 27Q (3498.660000 sec): 3 clusters
  Score: Raw -4512811.967353 + Penalty 5128.415077 = -4507683.552276
  nChanged 157
		SP:Iteration 28Q (3498.770000 sec): 3 clusters
  Score: Raw -4512840.928580 + Penalty 5128.415077 = -4507712.513503
  nChanged 159
		SP:Iteration 29Q (3498.890000 sec): 3 clusters
  Score: Raw -4512866.780914 + Penalty 5128.415077 = -4507738.365837
  nChanged 154
		SP:Iteration 30Q (3499.000000 sec): 3 clusters
  Score: Raw -4512888.606173 + Penalty 5128.415077 = -4507760.191096
  nChanged 111
		SP:Iteration 31Q (3499.110000 sec): 3 clusters
  Score: Raw -4512901.909881 + Penalty 5128.415077 = -4507773.494805
  nChanged 117
		SP:Iteration 32Q (3499.230000 sec): 3 clusters
  Score: Raw -4512914.577123 + Penalty 5128.415077 = -4507786.162046
  nChanged 101
		SP:Iteration 33Q (3499.340000 sec): 3 clusters
  Score: Raw -4512925.978640 + Penalty 5128.415077 = -4507797.563564
  nChanged 106
		SP:Iteration 34Q (3499.450000 sec): 3 clusters
  Score: Raw -4512938.088433 + Penalty 5128.415077 = -4507809.673356
  nChanged 107
		SP:Iteration 35Q (3499.570000 sec): 3 clusters
  Score: Raw -4512949.409526 + Penalty 5128.415077 = -4507820.994449
  nChanged 105
		SP:Iteration 36Q (3499.680000 sec): 3 clusters
  Score: Raw -4512959.966686 + Penalty 5128.415077 = -4507831.551609
  nChanged 113
		SP:Iteration 37Q (3499.790000 sec): 3 clusters
  Score: Raw -4512972.400492 + Penalty 5128.415077 = -4507843.985416
  nChanged 122
		SP:Iteration 38Q (3499.910000 sec): 3 clusters
  Score: Raw -4512986.035205 + Penalty 5128.415077 = -4507857.620128
  nChanged 130
		SP:Iteration 39Q (3500.020000 sec): 3 clusters
  Score: Raw -4513001.135163 + Penalty 5128.415077 = -4507872.720087
  nChanged 145
		SP:Iteration 40F (3500.130000 sec): 3 clusters
  Score: Raw -4513017.370742 + Penalty 5128.415077 = -4507888.955666
  nChanged 143
		SP:Iteration 41Q (3500.250000 sec): 3 clusters
  Score: Raw -4513034.952572 + Penalty 5128.415077 = -4507906.537495
  nChanged 141
		SP:Iteration 42Q (3500.370000 sec): 3 clusters
  Score: Raw -4513052.834346 + Penalty 5128.415077 = -4507924.419270
  nChanged 134
		SP:Iteration 43Q (3500.480000 sec): 3 clusters
  Score: Raw -4513067.827134 + Penalty 5128.415077 = -4507939.412057
  nChanged 140
		SP:Iteration 44Q (3500.590000 sec): 3 clusters
  Score: Raw -4513084.991961 + Penalty 5128.415077 = -4507956.576885
  nChanged 156
		SP:Iteration 45Q (3500.710000 sec): 3 clusters
  Score: Raw -4513106.054160 + Penalty 5128.415077 = -4507977.639084
  nChanged 173
		SP:Iteration 46Q (3500.820000 sec): 3 clusters
  Score: Raw -4513131.070251 + Penalty 5128.415077 = -4508002.655174
  nChanged 165
		SP:Iteration 47Q (3500.930000 sec): 3 clusters
  Score: Raw -4513155.825232 + Penalty 5128.415077 = -4508027.410156
  nChanged 168
		SP:Iteration 48Q (3501.050000 sec): 3 clusters
  Score: Raw -4513181.713989 + Penalty 5128.415077 = -4508053.298913
  nChanged 189
		SP:Iteration 49Q (3501.170000 sec): 3 clusters
  Score: Raw -4513210.687242 + Penalty 5128.415077 = -4508082.272165
  nChanged 191
		SP:Iteration 50Q (3501.280000 sec): 3 clusters
  Score: Raw -4513241.337849 + Penalty 5128.415077 = -4508112.922773
  nChanged 203
		SP:Iteration 51Q (3501.390000 sec): 3 clusters
  Score: Raw -4513277.973030 + Penalty 5128.415077 = -4508149.557953
  nChanged 246
		SP:Iteration 52Q (3501.510000 sec): 3 clusters
  Score: Raw -4513326.006536 + Penalty 5128.415077 = -4508197.591459
  nChanged 292
		SP:Iteration 53Q (3501.620000 sec): 3 clusters
  Score: Raw -4513394.911454 + Penalty 5128.415077 = -4508266.496378
  nChanged 342
		SP:Iteration 54Q (3501.740000 sec): 3 clusters
  Score: Raw -4513482.344537 + Penalty 5128.415077 = -4508353.929461
  nChanged 388
		SP:Iteration 55Q (3501.850000 sec): 3 clusters
  Score: Raw -4513592.817540 + Penalty 5128.415077 = -4508464.402464
  nChanged 408
		SP:Iteration 56Q (3501.960000 sec): 3 clusters
  Score: Raw -4513718.072979 + Penalty 5128.415077 = -4508589.657902
  nChanged 430
		SP:Iteration 57Q (3502.080000 sec): 3 clusters
  Score: Raw -4513870.634345 + Penalty 5128.415077 = -4508742.219268
  nChanged 439
		SP:Iteration 58Q (3502.190000 sec): 3 clusters
  Score: Raw -4514055.632843 + Penalty 5128.415077 = -4508927.217766
  nChanged 533
		SP:Iteration 59Q (3502.300000 sec): 3 clusters
  Score: Raw -4514351.556912 + Penalty 5128.415077 = -4509223.141835
  nChanged 556
		SP:Iteration 60F (3502.420000 sec): 3 clusters
  Score: Raw -4514786.507611 + Penalty 5128.415077 = -4509658.092534
  nChanged 606
		SP:Iteration 61Q (3502.530000 sec): 3 clusters
  Score: Raw -4515508.250233 + Penalty 5128.415077 = -4510379.835156
  nChanged 424
		SP:Iteration 62Q (3502.630000 sec): 3 clusters
  Score: Raw -4516054.430366 + Penalty 5128.415077 = -4510926.015290
  nChanged 329
		SP:Iteration 63Q (3502.730000 sec): 3 clusters
  Score: Raw -4516329.026877 + Penalty 5128.415077 = -4511200.611800
  nChanged 252
		SP:Iteration 64Q (3502.830000 sec): 3 clusters
  Score: Raw -4516464.164222 + Penalty 5128.415077 = -4511335.749146
  nChanged 164
		SP:Iteration 65Q (3502.920000 sec): 3 clusters
  Score: Raw -4516531.803511 + Penalty 5128.415077 = -4511403.388434
  nChanged 145
		SP:Iteration 66Q (3503.010000 sec): 3 clusters
  Score: Raw -4516580.765057 + Penalty 5128.415077 = -4511452.349980
  nChanged 116
		SP:Iteration 67Q (3503.100000 sec): 3 clusters
  Score: Raw -4516618.250250 + Penalty 5128.415077 = -4511489.835173
  nChanged 91
		SP:Iteration 68Q (3503.190000 sec): 3 clusters
  Score: Raw -4516645.949801 + Penalty 5128.415077 = -4511517.534724
  nChanged 65
		SP:Iteration 69Q (3503.280000 sec): 3 clusters
  Score: Raw -4516661.870453 + Penalty 5128.415077 = -4511533.455376
  nChanged 39
		SP:Iteration 70Q (3503.370000 sec): 3 clusters
  Score: Raw -4516671.246946 + Penalty 5128.415077 = -4511542.831869
  nChanged 40
		SP:Iteration 71Q (3503.460000 sec): 3 clusters
  Score: Raw -4516681.181229 + Penalty 5128.415077 = -4511552.766153
  nChanged 36
		SP:Iteration 72Q (3503.550000 sec): 3 clusters
  Score: Raw -4516688.559816 + Penalty 5128.415077 = -4511560.144739
  nChanged 29
		SP:Iteration 73Q (3503.640000 sec): 3 clusters
  Score: Raw -4516693.594634 + Penalty 5128.415077 = -4511565.179558
  nChanged 21
		SP:Iteration 74Q (3503.730000 sec): 3 clusters
  Score: Raw -4516697.465271 + Penalty 5128.415077 = -4511569.050194
  nChanged 21
		SP:Iteration 75Q (3503.810000 sec): 3 clusters
  Score: Raw -4516701.531499 + Penalty 5128.415077 = -4511573.116422
  nChanged 15
		SP:Iteration 76Q (3503.900000 sec): 3 clusters
  Score: Raw -4516703.238041 + Penalty 5128.415077 = -4511574.822964
  nChanged 9
		SP:Iteration 77Q (3503.990000 sec): 3 clusters
  Score: Raw -4516704.829002 + Penalty 5128.415077 = -4511576.413925
  nChanged 10
		SP:Iteration 78Q (3504.080000 sec): 3 clusters
  Score: Raw -4516707.003528 + Penalty 5128.415077 = -4511578.588451
  nChanged 11
		SP:Iteration 79Q (3504.170000 sec): 3 clusters
  Score: Raw -4516709.188541 + Penalty 5128.415077 = -4511580.773464
  nChanged 13
		SP:Iteration 80F (3504.280000 sec): 3 clusters
  Score: Raw -4516711.777273 + Penalty 5128.415077 = -4511583.362197
  nChanged 21
		SP:Iteration 81Q (3504.370000 sec): 3 clusters
  Score: Raw -4516716.348567 + Penalty 5128.415077 = -4511587.933490
  nChanged 20
		SP:Iteration 82Q (3504.460000 sec): 3 clusters
  Score: Raw -4516720.970894 + Penalty 5128.415077 = -4511592.555817
  nChanged 15
		SP:Iteration 83Q (3504.550000 sec): 3 clusters
  Score: Raw -4516723.326798 + Penalty 5128.415077 = -4511594.911721
  nChanged 13
		SP:Iteration 84Q (3504.630000 sec): 3 clusters
  Score: Raw -4516725.571359 + Penalty 5128.415077 = -4511597.156282
  nChanged 8
		SP:Iteration 85Q (3504.730000 sec): 3 clusters
  Score: Raw -4516726.928192 + Penalty 5128.415077 = -4511598.513115
  nChanged 9
		SP:Iteration 86Q (3504.810000 sec): 3 clusters
  Score: Raw -4516728.492613 + Penalty 5128.415077 = -4511600.077536
  nChanged 12
		SP:Iteration 87Q (3504.900000 sec): 3 clusters
  Score: Raw -4516730.763428 + Penalty 5128.415077 = -4511602.348351
  nChanged 14
		SP:Iteration 88Q (3504.990000 sec): 3 clusters
  Score: Raw -4516733.357804 + Penalty 5128.415077 = -4511604.942727
  nChanged 11
		SP:Iteration 89Q (3505.080000 sec): 3 clusters
  Score: Raw -4516735.475113 + Penalty 5128.415077 = -4511607.060037
  nChanged 17
		SP:Iteration 90Q (3505.170000 sec): 3 clusters
  Score: Raw -4516738.574538 + Penalty 5128.415077 = -4511610.159461
  nChanged 15
		SP:Iteration 91Q (3505.260000 sec): 3 clusters
  Score: Raw -4516741.562490 + Penalty 5128.415077 = -4511613.147413
  nChanged 7
		SP:Iteration 92Q (3505.340000 sec): 3 clusters
  Score: Raw -4516742.703125 + Penalty 5128.415077 = -4511614.288048
  nChanged 8
		SP:Iteration 93Q (3505.430000 sec): 3 clusters
  Score: Raw -4516744.173487 + Penalty 5128.415077 = -4511615.758410
  nChanged 7
		SP:Iteration 94Q (3505.520000 sec): 3 clusters
  Score: Raw -4516745.641447 + Penalty 5128.415077 = -4511617.226370
  nChanged 8
		SP:Iteration 95Q (3505.600000 sec): 3 clusters
  Score: Raw -4516746.830187 + Penalty 5128.415077 = -4511618.415110
  nChanged 5
		SP:Iteration 96Q (3505.690000 sec): 3 clusters
  Score: Raw -4516747.605149 + Penalty 5128.415077 = -4511619.190073
  nChanged 4
		SP:Iteration 97Q (3505.780000 sec): 3 clusters
  Score: Raw -4516748.424346 + Penalty 5128.415077 = -4511620.009269
  nChanged 2
		SP:Iteration 98Q (3505.870000 sec): 3 clusters
  Score: Raw -4516748.579806 + Penalty 5128.415077 = -4511620.164730
  nChanged 0
		SP:Iteration 99F (3505.980000 sec): 3 clusters
  Score: Raw -4516748.579806 + Penalty 5128.415077 = -4511620.164730
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3505.990000 sec): 2 clusters
  Score: Raw -32701.428481 + Penalty 1345.387604 = -31356.040876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3505.990000 sec): 3 clusters
  Score: Raw -33213.393600 + Penalty 2690.775209 = -30522.618392
  nChanged 39
		SP:Iteration 1F (3505.990000 sec): 3 clusters
  Score: Raw -33416.206491 + Penalty 2690.775209 = -30725.431282
  nChanged 18
		SP:Iteration 2F (3505.990000 sec): 3 clusters
  Score: Raw -33503.259242 + Penalty 2690.775209 = -30812.484033
  nChanged 8
		SP:Iteration 3Q (3505.990000 sec): 3 clusters
  Score: Raw -33611.126575 + Penalty 2690.775209 = -30920.351367
  nChanged 5
		SP:Iteration 4Q (3506.000000 sec): 3 clusters
  Score: Raw -33665.492855 + Penalty 2690.775209 = -30974.717647
  nChanged 3
		SP:Iteration 5Q (3506.000000 sec): 3 clusters
  Score: Raw -33739.002657 + Penalty 2690.775209 = -31048.227448
  nChanged 0
		SP:Iteration 6F (3506.000000 sec): 3 clusters
  Score: Raw -33739.002657 + Penalty 2690.775209 = -31048.227448
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 23 (608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.000000 sec): 2 clusters
  Score: Raw -81594.403659 + Penalty 1589.723371 = -80004.680288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3506.010000 sec): 3 clusters
  Score: Raw -81595.408288 + Penalty 3179.446741 = -78415.961546
  nChanged 123
		SP:Iteration 1F (3506.010000 sec): 3 clusters
  Score: Raw -81811.106173 + Penalty 3179.446741 = -78631.659431
  nChanged 26
		SP:Iteration 2Q (3506.010000 sec): 3 clusters
  Score: Raw -81882.378766 + Penalty 3179.446741 = -78702.932024
  nChanged 15
		SP:Iteration 3Q (3506.010000 sec): 3 clusters
  Score: Raw -81912.430906 + Penalty 3179.446741 = -78732.984165
  nChanged 9
		SP:Iteration 4Q (3506.010000 sec): 3 clusters
  Score: Raw -81929.914218 + Penalty 3179.446741 = -78750.467477
  nChanged 8
		SP:Iteration 5Q (3506.010000 sec): 3 clusters
  Score: Raw -81942.595795 + Penalty 3179.446741 = -78763.149053
  nChanged 6
		SP:Iteration 6Q (3506.020000 sec): 3 clusters
  Score: Raw -81949.917834 + Penalty 3179.446741 = -78770.471092
  nChanged 2
		SP:Iteration 7Q (3506.020000 sec): 3 clusters
  Score: Raw -81953.617377 + Penalty 3179.446741 = -78774.170636
  nChanged 1
		SP:Iteration 8Q (3506.020000 sec): 3 clusters
  Score: Raw -81957.008788 + Penalty 3179.446741 = -78777.562046
  nChanged 1
		SP:Iteration 9Q (3506.020000 sec): 3 clusters
  Score: Raw -81958.365739 + Penalty 3179.446741 = -78778.918997
  nChanged 1
		SP:Iteration 10Q (3506.030000 sec): 3 clusters
  Score: Raw -81963.859269 + Penalty 3179.446741 = -78784.412527
  nChanged 4
		SP:Iteration 11Q (3506.030000 sec): 3 clusters
  Score: Raw -81972.604563 + Penalty 3179.446741 = -78793.157822
  nChanged 3
		SP:Iteration 12Q (3506.030000 sec): 3 clusters
  Score: Raw -81981.791416 + Penalty 3179.446741 = -78802.344674
  nChanged 5
		SP:Iteration 13Q (3506.030000 sec): 3 clusters
  Score: Raw -81995.534638 + Penalty 3179.446741 = -78816.087896
  nChanged 6
		SP:Iteration 14Q (3506.030000 sec): 3 clusters
  Score: Raw -82010.293789 + Penalty 3179.446741 = -78830.847047
  nChanged 7
		SP:Iteration 15Q (3506.040000 sec): 3 clusters
  Score: Raw -82024.950957 + Penalty 3179.446741 = -78845.504215
  nChanged 3
		SP:Iteration 16Q (3506.040000 sec): 3 clusters
  Score: Raw -82030.698960 + Penalty 3179.446741 = -78851.252219
  nChanged 1
		SP:Iteration 17Q (3506.040000 sec): 3 clusters
  Score: Raw -82032.407954 + Penalty 3179.446741 = -78852.961213
  nChanged 0
		SP:Iteration 18F (3506.040000 sec): 3 clusters
  Score: Raw -82032.407954 + Penalty 3179.446741 = -78852.961213
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.050000 sec): 2 clusters
  Score: Raw -257351.790429 + Penalty 1857.789723 = -255494.000706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3506.060000 sec): 3 clusters
  Score: Raw -256710.368796 + Penalty 3715.579446 = -252994.789350
  nChanged 543
		SP:Iteration 1F (3506.070000 sec): 3 clusters
  Score: Raw -257112.280154 + Penalty 3715.579446 = -253396.700708
  nChanged 114
		SP:Iteration 2F (3506.070000 sec): 3 clusters
  Score: Raw -257214.868777 + Penalty 3715.579446 = -253499.289330
  nChanged 69
		SP:Iteration 3Q (3506.080000 sec): 3 clusters
  Score: Raw -257264.404490 + Penalty 3715.579446 = -253548.825044
  nChanged 40
		SP:Iteration 4Q (3506.080000 sec): 3 clusters
  Score: Raw -257296.602308 + Penalty 3715.579446 = -253581.022862
  nChanged 33
		SP:Iteration 5Q (3506.090000 sec): 3 clusters
  Score: Raw -257327.430312 + Penalty 3715.579446 = -253611.850865
  nChanged 26
		SP:Iteration 6Q (3506.100000 sec): 3 clusters
  Score: Raw -257344.697808 + Penalty 3715.579446 = -253629.118362
  nChanged 21
		SP:Iteration 7Q (3506.100000 sec): 3 clusters
  Score: Raw -257359.560384 + Penalty 3715.579446 = -253643.980938
  nChanged 18
		SP:Iteration 8Q (3506.110000 sec): 3 clusters
  Score: Raw -257374.790280 + Penalty 3715.579446 = -253659.210833
  nChanged 18
		SP:Iteration 9Q (3506.110000 sec): 3 clusters
  Score: Raw -257386.417682 + Penalty 3715.579446 = -253670.838235
  nChanged 13
		SP:Iteration 10Q (3506.120000 sec): 3 clusters
  Score: Raw -257396.229732 + Penalty 3715.579446 = -253680.650286
  nChanged 9
		SP:Iteration 11Q (3506.130000 sec): 3 clusters
  Score: Raw -257405.952630 + Penalty 3715.579446 = -253690.373184
  nChanged 9
		SP:Iteration 12Q (3506.130000 sec): 3 clusters
  Score: Raw -257411.208475 + Penalty 3715.579446 = -253695.629029
  nChanged 8
		SP:Iteration 13Q (3506.140000 sec): 3 clusters
  Score: Raw -257414.908881 + Penalty 3715.579446 = -253699.329435
  nChanged 7
		SP:Iteration 14Q (3506.150000 sec): 3 clusters
  Score: Raw -257421.033115 + Penalty 3715.579446 = -253705.453669
  nChanged 4
		SP:Iteration 15Q (3506.150000 sec): 3 clusters
  Score: Raw -257424.097084 + Penalty 3715.579446 = -253708.517638
  nChanged 4
		SP:Iteration 16Q (3506.160000 sec): 3 clusters
  Score: Raw -257425.587844 + Penalty 3715.579446 = -253710.008398
  nChanged 4
		SP:Iteration 17Q (3506.170000 sec): 3 clusters
  Score: Raw -257427.811350 + Penalty 3715.579446 = -253712.231904
  nChanged 3
		SP:Iteration 18Q (3506.170000 sec): 3 clusters
  Score: Raw -257430.634980 + Penalty 3715.579446 = -253715.055534
  nChanged 3
		SP:Iteration 19Q (3506.180000 sec): 3 clusters
  Score: Raw -257432.776831 + Penalty 3715.579446 = -253717.197385
  nChanged 4
		SP:Iteration 20F (3506.190000 sec): 3 clusters
  Score: Raw -257436.179748 + Penalty 3715.579446 = -253720.600301
  nChanged 9
		SP:Iteration 21Q (3506.190000 sec): 3 clusters
  Score: Raw -257442.983933 + Penalty 3715.579446 = -253727.404486
  nChanged 11
		SP:Iteration 22Q (3506.200000 sec): 3 clusters
  Score: Raw -257448.053723 + Penalty 3715.579446 = -253732.474277
  nChanged 3
		SP:Iteration 23Q (3506.210000 sec): 3 clusters
  Score: Raw -257449.514683 + Penalty 3715.579446 = -253733.935236
  nChanged 3
		SP:Iteration 24Q (3506.210000 sec): 3 clusters
  Score: Raw -257450.886082 + Penalty 3715.579446 = -253735.306636
  nChanged 2
		SP:Iteration 25Q (3506.220000 sec): 3 clusters
  Score: Raw -257451.567220 + Penalty 3715.579446 = -253735.987773
  nChanged 1
		SP:Iteration 26Q (3506.230000 sec): 3 clusters
  Score: Raw -257451.692958 + Penalty 3715.579446 = -253736.113511
  nChanged 0
		SP:Iteration 27F (3506.230000 sec): 3 clusters
  Score: Raw -257451.692958 + Penalty 3715.579446 = -253736.113511
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.230000 sec): 2 clusters
  Score: Raw -14092.726968 + Penalty 1232.513698 = -12860.213270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3506.230000 sec): 3 clusters
  Score: Raw -14592.446370 + Penalty 2465.027397 = -12127.418973
  nChanged 14
		SP:Iteration 1F (3506.230000 sec): 3 clusters
  Score: Raw -14745.681726 + Penalty 2465.027397 = -12280.654329
  nChanged 3
		SP:Iteration 2Q (3506.240000 sec): 3 clusters
  Score: Raw -14771.487884 + Penalty 2465.027397 = -12306.460487
  nChanged 1
		SP:Iteration 3Q (3506.240000 sec): 3 clusters
  Score: Raw -14789.577018 + Penalty 2465.027397 = -12324.549622
  nChanged 0
		SP:Iteration 4F (3506.240000 sec): 3 clusters
  Score: Raw -14789.577018 + Penalty 2465.027397 = -12324.549622
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.240000 sec): 2 clusters
  Score: Raw -51116.540451 + Penalty 1468.551448 = -49647.989003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3506.240000 sec): 3 clusters
  Score: Raw -51201.696368 + Penalty 2937.102896 = -48264.593472
  nChanged 45
		SP:Iteration 1F (3506.250000 sec): 3 clusters
  Score: Raw -51341.637066 + Penalty 2937.102896 = -48404.534170
  nChanged 18
		SP:Iteration 2Q (3506.250000 sec): 3 clusters
  Score: Raw -51414.084325 + Penalty 2937.102896 = -48476.981428
  nChanged 6
		SP:Iteration 3Q (3506.250000 sec): 3 clusters
  Score: Raw -51455.753503 + Penalty 2937.102896 = -48518.650607
  nChanged 6
		SP:Iteration 4Q (3506.250000 sec): 3 clusters
  Score: Raw -51477.897718 + Penalty 2937.102896 = -48540.794821
  nChanged 5
		SP:Iteration 5Q (3506.250000 sec): 3 clusters
  Score: Raw -51496.003237 + Penalty 2937.102896 = -48558.900341
  nChanged 3
		SP:Iteration 6Q (3506.250000 sec): 3 clusters
  Score: Raw -51505.243390 + Penalty 2937.102896 = -48568.140494
  nChanged 1
		SP:Iteration 7Q (3506.250000 sec): 3 clusters
  Score: Raw -51508.987904 + Penalty 2937.102896 = -48571.885008
  nChanged 1
		SP:Iteration 8Q (3506.250000 sec): 3 clusters
  Score: Raw -51512.052327 + Penalty 2937.102896 = -48574.949431
  nChanged 1
		SP:Iteration 9Q (3506.250000 sec): 3 clusters
  Score: Raw -51512.972637 + Penalty 2937.102896 = -48575.869741
  nChanged 1
		SP:Iteration 10Q (3506.250000 sec): 3 clusters
  Score: Raw -51515.811167 + Penalty 2937.102896 = -48578.708271
  nChanged 1
		SP:Iteration 11Q (3506.260000 sec): 3 clusters
  Score: Raw -51519.907214 + Penalty 2937.102896 = -48582.804318
  nChanged 0
		SP:Iteration 12F (3506.260000 sec): 3 clusters
  Score: Raw -51519.907214 + Penalty 2937.102896 = -48582.804318
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (141251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.750000 sec): 2 clusters
  Score: Raw -20514292.578996 + Penalty 2940.856845 = -20511351.722151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3507.290000 sec): 3 clusters
  Score: Raw -20422566.434940 + Penalty 5881.713689 = -20416684.721250
  nChanged 67533
		SP:Iteration 1F (3507.830000 sec): 3 clusters
  Score: Raw -20462165.612337 + Penalty 5881.713689 = -20456283.898648
  nChanged 4922
		SP:Iteration 2Q (3508.370000 sec): 3 clusters
  Score: Raw -20463540.663758 + Penalty 5881.713689 = -20457658.950068
  nChanged 5397
		SP:Iteration 3Q (3508.930000 sec): 3 clusters
  Score: Raw -20465309.651595 + Penalty 5881.713689 = -20459427.937906
  nChanged 6090
		SP:Iteration 4Q (3509.480000 sec): 3 clusters
  Score: Raw -20467684.734921 + Penalty 5881.713689 = -20461803.021231
  nChanged 7092
		SP:Iteration 5F (3510.020000 sec): 3 clusters
  Score: Raw -20470780.456854 + Penalty 5881.713689 = -20464898.743165
  nChanged 7866
		SP:Iteration 6F (3510.550000 sec): 3 clusters
  Score: Raw -20474619.770995 + Penalty 5881.713689 = -20468738.057305
  nChanged 8269
		SP:Iteration 7F (3511.090000 sec): 3 clusters
  Score: Raw -20478938.030408 + Penalty 5881.713689 = -20473056.316719
  nChanged 8009
		SP:Iteration 8F (3511.630000 sec): 3 clusters
  Score: Raw -20483233.622133 + Penalty 5881.713689 = -20477351.908444
  nChanged 7244
		SP:Iteration 9F (3512.160000 sec): 3 clusters
  Score: Raw -20487372.724520 + Penalty 5881.713689 = -20481491.010831
  nChanged 6378
		SP:Iteration 10Q (3512.710000 sec): 3 clusters
  Score: Raw -20491473.941247 + Penalty 5881.713689 = -20485592.227558
  nChanged 5559
		SP:Iteration 11Q (3513.250000 sec): 3 clusters
  Score: Raw -20495246.550241 + Penalty 5881.713689 = -20489364.836551
  nChanged 4829
		SP:Iteration 12Q (3513.770000 sec): 3 clusters
  Score: Raw -20498356.756677 + Penalty 5881.713689 = -20492475.042988
  nChanged 3893
		SP:Iteration 13Q (3514.290000 sec): 3 clusters
  Score: Raw -20500555.387493 + Penalty 5881.713689 = -20494673.673803
  nChanged 3154
		SP:Iteration 14Q (3514.790000 sec): 3 clusters
  Score: Raw -20502023.376857 + Penalty 5881.713689 = -20496141.663168
  nChanged 2551
		SP:Iteration 15Q (3515.280000 sec): 3 clusters
  Score: Raw -20503105.018074 + Penalty 5881.713689 = -20497223.304384
  nChanged 2383
		SP:Iteration 16Q (3515.750000 sec): 3 clusters
  Score: Raw -20504056.510288 + Penalty 5881.713689 = -20498174.796599
  nChanged 2291
		SP:Iteration 17Q (3516.230000 sec): 3 clusters
  Score: Raw -20504986.485109 + Penalty 5881.713689 = -20499104.771419
  nChanged 2267
		SP:Iteration 18Q (3516.690000 sec): 3 clusters
  Score: Raw -20505933.971509 + Penalty 5881.713689 = -20500052.257819
  nChanged 2240
		SP:Iteration 19Q (3517.150000 sec): 3 clusters
  Score: Raw -20506900.408232 + Penalty 5881.713689 = -20501018.694543
  nChanged 2151
		SP:Iteration 20F (3517.690000 sec): 3 clusters
  Score: Raw -20507831.968452 + Penalty 5881.713689 = -20501950.254763
  nChanged 2015
		SP:Iteration 21Q (3518.140000 sec): 3 clusters
  Score: Raw -20508693.608960 + Penalty 5881.713689 = -20502811.895271
  nChanged 1828
		SP:Iteration 22Q (3518.580000 sec): 3 clusters
  Score: Raw -20509478.439197 + Penalty 5881.713689 = -20503596.725507
  nChanged 1726
		SP:Iteration 23Q (3519.020000 sec): 3 clusters
  Score: Raw -20510225.763633 + Penalty 5881.713689 = -20504344.049944
  nChanged 1533
		SP:Iteration 24Q (3519.450000 sec): 3 clusters
  Score: Raw -20510900.335977 + Penalty 5881.713689 = -20505018.622288
  nChanged 1468
		SP:Iteration 25Q (3519.880000 sec): 3 clusters
  Score: Raw -20511572.855425 + Penalty 5881.713689 = -20505691.141735
  nChanged 1315
		SP:Iteration 26Q (3520.290000 sec): 3 clusters
  Score: Raw -20512185.066589 + Penalty 5881.713689 = -20506303.352900
  nChanged 1110
		SP:Iteration 27Q (3520.710000 sec): 3 clusters
  Score: Raw -20512694.389851 + Penalty 5881.713689 = -20506812.676162
  nChanged 962
		SP:Iteration 28Q (3521.120000 sec): 3 clusters
  Score: Raw -20513132.461933 + Penalty 5881.713689 = -20507250.748244
  nChanged 835
		SP:Iteration 29Q (3521.530000 sec): 3 clusters
  Score: Raw -20513535.171201 + Penalty 5881.713689 = -20507653.457511
  nChanged 674
		SP:Iteration 30Q (3521.930000 sec): 3 clusters
  Score: Raw -20513859.472055 + Penalty 5881.713689 = -20507977.758365
  nChanged 518
		SP:Iteration 31Q (3522.330000 sec): 3 clusters
  Score: Raw -20514098.272292 + Penalty 5881.713689 = -20508216.558602
  nChanged 391
		SP:Iteration 32Q (3522.730000 sec): 3 clusters
  Score: Raw -20514281.820860 + Penalty 5881.713689 = -20508400.107171
  nChanged 321
		SP:Iteration 33Q (3523.120000 sec): 3 clusters
  Score: Raw -20514437.866830 + Penalty 5881.713689 = -20508556.153140
  nChanged 228
		SP:Iteration 34Q (3523.510000 sec): 3 clusters
  Score: Raw -20514551.195677 + Penalty 5881.713689 = -20508669.481988
  nChanged 186
		SP:Iteration 35Q (3523.900000 sec): 3 clusters
  Score: Raw -20514644.277665 + Penalty 5881.713689 = -20508762.563975
  nChanged 134
		SP:Iteration 36Q (3524.290000 sec): 3 clusters
  Score: Raw -20514707.017359 + Penalty 5881.713689 = -20508825.303669
  nChanged 98
		SP:Iteration 37Q (3524.680000 sec): 3 clusters
  Score: Raw -20514746.558186 + Penalty 5881.713689 = -20508864.844496
  nChanged 66
		SP:Iteration 38Q (3525.070000 sec): 3 clusters
  Score: Raw -20514774.142902 + Penalty 5881.713689 = -20508892.429213
  nChanged 56
		SP:Iteration 39Q (3525.460000 sec): 3 clusters
  Score: Raw -20514796.193949 + Penalty 5881.713689 = -20508914.480260
  nChanged 40
		SP:Iteration 40F (3525.980000 sec): 3 clusters
  Score: Raw -20514810.658393 + Penalty 5881.713689 = -20508928.944704
  nChanged 29
		SP:Iteration 41Q (3526.370000 sec): 3 clusters
  Score: Raw -20514823.722664 + Penalty 5881.713689 = -20508942.008974
  nChanged 32
		SP:Iteration 42Q (3526.760000 sec): 3 clusters
  Score: Raw -20514836.950547 + Penalty 5881.713689 = -20508955.236858
  nChanged 26
		SP:Iteration 43Q (3527.140000 sec): 3 clusters
  Score: Raw -20514846.077998 + Penalty 5881.713689 = -20508964.364309
  nChanged 20
		SP:Iteration 44Q (3527.530000 sec): 3 clusters
  Score: Raw -20514852.972603 + Penalty 5881.713689 = -20508971.258914
  nChanged 19
		SP:Iteration 45Q (3527.920000 sec): 3 clusters
  Score: Raw -20514858.463965 + Penalty 5881.713689 = -20508976.750276
  nChanged 15
		SP:Iteration 46Q (3528.310000 sec): 3 clusters
  Score: Raw -20514862.104514 + Penalty 5881.713689 = -20508980.390824
  nChanged 11
		SP:Iteration 47Q (3528.690000 sec): 3 clusters
  Score: Raw -20514865.782674 + Penalty 5881.713689 = -20508984.068984
  nChanged 6
		SP:Iteration 48Q (3529.080000 sec): 3 clusters
  Score: Raw -20514867.375164 + Penalty 5881.713689 = -20508985.661474
  nChanged 2
		SP:Iteration 49Q (3529.460000 sec): 3 clusters
  Score: Raw -20514867.892136 + Penalty 5881.713689 = -20508986.178447
  nChanged 1
		SP:Iteration 50Q (3529.850000 sec): 3 clusters
  Score: Raw -20514868.137742 + Penalty 5881.713689 = -20508986.424053
  nChanged 0
		SP:Iteration 51F (3530.380000 sec): 3 clusters
  Score: Raw -20514868.137742 + Penalty 5881.713689 = -20508986.424053
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3530.440000 sec): 2 clusters
  Score: Raw -19667.259116 + Penalty 1308.972435 = -18358.286681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3530.440000 sec): 3 clusters
  Score: Raw -20091.676471 + Penalty 2617.944871 = -17473.731600
  nChanged 28
		SP:Iteration 1F (3530.440000 sec): 3 clusters
  Score: Raw -20337.807188 + Penalty 2617.944871 = -17719.862317
  nChanged 4
		SP:Iteration 2Q (3530.450000 sec): 3 clusters
  Score: Raw -20373.386797 + Penalty 2617.944871 = -17755.441927
  nChanged 3
		SP:Iteration 3Q (3530.450000 sec): 3 clusters
  Score: Raw -20391.913147 + Penalty 2617.944871 = -17773.968276
  nChanged 4
		SP:Iteration 4Q (3530.450000 sec): 3 clusters
  Score: Raw -20424.397190 + Penalty 2617.944871 = -17806.452319
  nChanged 3
		SP:Iteration 5Q (3530.450000 sec): 3 clusters
  Score: Raw -20441.739449 + Penalty 2617.944871 = -17823.794578
  nChanged 0
		SP:Iteration 6F (3530.450000 sec): 3 clusters
  Score: Raw -20441.739449 + Penalty 2617.944871 = -17823.794578
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 29 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3530.450000 sec): 2 clusters
  Score: Raw -74196.170923 + Penalty 1539.730326 = -72656.440597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3530.460000 sec): 3 clusters
  Score: Raw -74209.912601 + Penalty 3079.460653 = -71130.451948
  nChanged 85
		SP:Iteration 1F (3530.460000 sec): 3 clusters
  Score: Raw -74369.226895 + Penalty 3079.460653 = -71289.766242
  nChanged 27
		SP:Iteration 2F (3530.460000 sec): 3 clusters
  Score: Raw -74437.179510 + Penalty 3079.460653 = -71357.718857
  nChanged 8
		SP:Iteration 3Q (3530.460000 sec): 3 clusters
  Score: Raw -74453.054988 + Penalty 3079.460653 = -71373.594335
  nChanged 4
		SP:Iteration 4Q (3530.460000 sec): 3 clusters
  Score: Raw -74461.668240 + Penalty 3079.460653 = -71382.207587
  nChanged 3
		SP:Iteration 5Q (3530.460000 sec): 3 clusters
  Score: Raw -74469.123965 + Penalty 3079.460653 = -71389.663312
  nChanged 1
		SP:Iteration 6Q (3530.470000 sec): 3 clusters
  Score: Raw -74471.675923 + Penalty 3079.460653 = -71392.215270
  nChanged 1
		SP:Iteration 7Q (3530.470000 sec): 3 clusters
  Score: Raw -74477.366493 + Penalty 3079.460653 = -71397.905840
  nChanged 0
		SP:Iteration 8F (3530.470000 sec): 3 clusters
  Score: Raw -74477.366493 + Penalty 3079.460653 = -71397.905840
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 30 (34695 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3530.590000 sec): 2 clusters
  Score: Raw -5302275.673162 + Penalty 2592.679014 = -5299682.994148
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3530.720000 sec): 3 clusters
  Score: Raw -5281080.537917 + Penalty 5185.358028 = -5275895.179889
  nChanged 15833
		SP:Iteration 1F (3530.850000 sec): 3 clusters
  Score: Raw -5289605.054523 + Penalty 5185.358028 = -5284419.696495
  nChanged 1498
		SP:Iteration 2Q (3530.980000 sec): 3 clusters
  Score: Raw -5290033.516488 + Penalty 5185.358028 = -5284848.158460
  nChanged 1328
		SP:Iteration 3Q (3531.110000 sec): 3 clusters
  Score: Raw -5290394.345954 + Penalty 5185.358028 = -5285208.987926
  nChanged 1200
		SP:Iteration 4Q (3531.240000 sec): 3 clusters
  Score: Raw -5290690.631876 + Penalty 5185.358028 = -5285505.273848
  nChanged 1092
		SP:Iteration 5Q (3531.380000 sec): 3 clusters
  Score: Raw -5290987.767394 + Penalty 5185.358028 = -5285802.409366
  nChanged 1113
		SP:Iteration 6Q (3531.510000 sec): 3 clusters
  Score: Raw -5291327.941811 + Penalty 5185.358028 = -5286142.583783
  nChanged 1233
		SP:Iteration 7Q (3531.640000 sec): 3 clusters
  Score: Raw -5291771.889296 + Penalty 5185.358028 = -5286586.531268
  nChanged 1388
		SP:Iteration 8Q (3531.770000 sec): 3 clusters
  Score: Raw -5292368.214368 + Penalty 5185.358028 = -5287182.856340
  nChanged 1622
		SP:Iteration 9Q (3531.900000 sec): 3 clusters
  Score: Raw -5293235.803337 + Penalty 5185.358028 = -5288050.445308
  nChanged 1900
		SP:Iteration 10F (3532.030000 sec): 3 clusters
  Score: Raw -5294459.978135 + Penalty 5185.358028 = -5289274.620107
  nChanged 2039
		SP:Iteration 11F (3532.160000 sec): 3 clusters
  Score: Raw -5295982.782609 + Penalty 5185.358028 = -5290797.424581
  nChanged 1899
		SP:Iteration 12F (3532.290000 sec): 3 clusters
  Score: Raw -5297542.340043 + Penalty 5185.358028 = -5292356.982015
  nChanged 1662
		SP:Iteration 13Q (3532.420000 sec): 3 clusters
  Score: Raw -5298888.093056 + Penalty 5185.358028 = -5293702.735028
  nChanged 1244
		SP:Iteration 14Q (3532.540000 sec): 3 clusters
  Score: Raw -5299812.803894 + Penalty 5185.358028 = -5294627.445866
  nChanged 879
		SP:Iteration 15Q (3532.660000 sec): 3 clusters
  Score: Raw -5300378.049804 + Penalty 5185.358028 = -5295192.691776
  nChanged 621
		SP:Iteration 16Q (3532.770000 sec): 3 clusters
  Score: Raw -5300721.141142 + Penalty 5185.358028 = -5295535.783114
  nChanged 475
		SP:Iteration 17Q (3532.880000 sec): 3 clusters
  Score: Raw -5300972.718495 + Penalty 5185.358028 = -5295787.360467
  nChanged 402
		SP:Iteration 18Q (3532.990000 sec): 3 clusters
  Score: Raw -5301175.075351 + Penalty 5185.358028 = -5295989.717323
  nChanged 352
		SP:Iteration 19Q (3533.100000 sec): 3 clusters
  Score: Raw -5301351.201143 + Penalty 5185.358028 = -5296165.843115
  nChanged 312
		SP:Iteration 20F (3533.230000 sec): 3 clusters
  Score: Raw -5301505.894105 + Penalty 5185.358028 = -5296320.536077
  nChanged 278
		SP:Iteration 21Q (3533.330000 sec): 3 clusters
  Score: Raw -5301638.485768 + Penalty 5185.358028 = -5296453.127740
  nChanged 256
		SP:Iteration 22Q (3533.440000 sec): 3 clusters
  Score: Raw -5301757.279619 + Penalty 5185.358028 = -5296571.921591
  nChanged 222
		SP:Iteration 23Q (3533.540000 sec): 3 clusters
  Score: Raw -5301854.695941 + Penalty 5185.358028 = -5296669.337913
  nChanged 174
		SP:Iteration 24Q (3533.640000 sec): 3 clusters
  Score: Raw -5301926.009631 + Penalty 5185.358028 = -5296740.651603
  nChanged 165
		SP:Iteration 25Q (3533.740000 sec): 3 clusters
  Score: Raw -5301990.920446 + Penalty 5185.358028 = -5296805.562417
  nChanged 143
		SP:Iteration 26Q (3533.840000 sec): 3 clusters
  Score: Raw -5302049.007248 + Penalty 5185.358028 = -5296863.649219
  nChanged 125
		SP:Iteration 27Q (3533.940000 sec): 3 clusters
  Score: Raw -5302100.932947 + Penalty 5185.358028 = -5296915.574919
  nChanged 139
		SP:Iteration 28Q (3534.040000 sec): 3 clusters
  Score: Raw -5302157.863930 + Penalty 5185.358028 = -5296972.505902
  nChanged 116
		SP:Iteration 29Q (3534.140000 sec): 3 clusters
  Score: Raw -5302207.046509 + Penalty 5185.358028 = -5297021.688481
  nChanged 111
		SP:Iteration 30Q (3534.230000 sec): 3 clusters
  Score: Raw -5302253.344998 + Penalty 5185.358028 = -5297067.986969
  nChanged 94
		SP:Iteration 31Q (3534.330000 sec): 3 clusters
  Score: Raw -5302298.066997 + Penalty 5185.358028 = -5297112.708969
  nChanged 78
		SP:Iteration 32Q (3534.420000 sec): 3 clusters
  Score: Raw -5302334.416698 + Penalty 5185.358028 = -5297149.058670
  nChanged 70
		SP:Iteration 33Q (3534.520000 sec): 3 clusters
  Score: Raw -5302361.577179 + Penalty 5185.358028 = -5297176.219151
  nChanged 49
		SP:Iteration 34Q (3534.610000 sec): 3 clusters
  Score: Raw -5302378.524121 + Penalty 5185.358028 = -5297193.166093
  nChanged 42
		SP:Iteration 35Q (3534.710000 sec): 3 clusters
  Score: Raw -5302394.413495 + Penalty 5185.358028 = -5297209.055467
  nChanged 41
		SP:Iteration 36Q (3534.800000 sec): 3 clusters
  Score: Raw -5302407.759544 + Penalty 5185.358028 = -5297222.401516
  nChanged 39
		SP:Iteration 37Q (3534.900000 sec): 3 clusters
  Score: Raw -5302420.466317 + Penalty 5185.358028 = -5297235.108289
  nChanged 35
		SP:Iteration 38Q (3534.990000 sec): 3 clusters
  Score: Raw -5302434.636049 + Penalty 5185.358028 = -5297249.278020
  nChanged 28
		SP:Iteration 39Q (3535.080000 sec): 3 clusters
  Score: Raw -5302442.297099 + Penalty 5185.358028 = -5297256.939071
  nChanged 19
		SP:Iteration 40F (3535.220000 sec): 3 clusters
  Score: Raw -5302447.714029 + Penalty 5185.358028 = -5297262.356001
  nChanged 19
		SP:Iteration 41Q (3535.310000 sec): 3 clusters
  Score: Raw -5302455.046277 + Penalty 5185.358028 = -5297269.688249
  nChanged 17
		SP:Iteration 42Q (3535.400000 sec): 3 clusters
  Score: Raw -5302460.548768 + Penalty 5185.358028 = -5297275.190740
  nChanged 9
		SP:Iteration 43Q (3535.490000 sec): 3 clusters
  Score: Raw -5302462.893175 + Penalty 5185.358028 = -5297277.535147
  nChanged 7
		SP:Iteration 44Q (3535.580000 sec): 3 clusters
  Score: Raw -5302465.594413 + Penalty 5185.358028 = -5297280.236385
  nChanged 7
		SP:Iteration 45Q (3535.680000 sec): 3 clusters
  Score: Raw -5302467.897662 + Penalty 5185.358028 = -5297282.539634
  nChanged 10
		SP:Iteration 46Q (3535.770000 sec): 3 clusters
  Score: Raw -5302471.491277 + Penalty 5185.358028 = -5297286.133249
  nChanged 7
		SP:Iteration 47Q (3535.860000 sec): 3 clusters
  Score: Raw -5302474.048541 + Penalty 5185.358028 = -5297288.690513
  nChanged 9
		SP:Iteration 48Q (3535.960000 sec): 3 clusters
  Score: Raw -5302477.310720 + Penalty 5185.358028 = -5297291.952692
  nChanged 8
		SP:Iteration 49Q (3536.050000 sec): 3 clusters
  Score: Raw -5302480.001315 + Penalty 5185.358028 = -5297294.643287
  nChanged 11
		SP:Iteration 50Q (3536.140000 sec): 3 clusters
  Score: Raw -5302484.136188 + Penalty 5185.358028 = -5297298.778160
  nChanged 8
		SP:Iteration 51Q (3536.240000 sec): 3 clusters
  Score: Raw -5302487.462207 + Penalty 5185.358028 = -5297302.104178
  nChanged 9
		SP:Iteration 52Q (3536.330000 sec): 3 clusters
  Score: Raw -5302490.089422 + Penalty 5185.358028 = -5297304.731394
  nChanged 6
		SP:Iteration 53Q (3536.420000 sec): 3 clusters
  Score: Raw -5302492.082266 + Penalty 5185.358028 = -5297306.724238
  nChanged 5
		SP:Iteration 54Q (3536.520000 sec): 3 clusters
  Score: Raw -5302493.684020 + Penalty 5185.358028 = -5297308.325992
  nChanged 3
		SP:Iteration 55Q (3536.610000 sec): 3 clusters
  Score: Raw -5302494.820241 + Penalty 5185.358028 = -5297309.462213
  nChanged 5
		SP:Iteration 56Q (3536.700000 sec): 3 clusters
  Score: Raw -5302496.561306 + Penalty 5185.358028 = -5297311.203278
  nChanged 5
		SP:Iteration 57Q (3536.790000 sec): 3 clusters
  Score: Raw -5302498.489650 + Penalty 5185.358028 = -5297313.131622
  nChanged 3
		SP:Iteration 58Q (3536.890000 sec): 3 clusters
  Score: Raw -5302499.019902 + Penalty 5185.358028 = -5297313.661874
  nChanged 0
		SP:Iteration 59F (3537.010000 sec): 3 clusters
  Score: Raw -5302499.019902 + Penalty 5185.358028 = -5297313.661874
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 31 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3537.030000 sec): 2 clusters
  Score: Raw -27088.895071 + Penalty 1372.280593 = -25716.614478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3537.030000 sec): 3 clusters
  Score: Raw -27333.630637 + Penalty 2744.561186 = -24589.069450
  nChanged 41
		SP:Iteration 1F (3537.030000 sec): 3 clusters
  Score: Raw -27490.930305 + Penalty 2744.561186 = -24746.369119
  nChanged 10
		SP:Iteration 2Q (3537.030000 sec): 3 clusters
  Score: Raw -27521.541848 + Penalty 2744.561186 = -24776.980661
  nChanged 2
		SP:Iteration 3Q (3537.030000 sec): 3 clusters
  Score: Raw -27529.778460 + Penalty 2744.561186 = -24785.217273
  nChanged 2
		SP:Iteration 4Q (3537.040000 sec): 3 clusters
  Score: Raw -27544.897538 + Penalty 2744.561186 = -24800.336352
  nChanged 5
		SP:Iteration 5Q (3537.040000 sec): 3 clusters
  Score: Raw -27574.484047 + Penalty 2744.561186 = -24829.922860
  nChanged 4
		SP:Iteration 6Q (3537.040000 sec): 3 clusters
  Score: Raw -27590.651455 + Penalty 2744.561186 = -24846.090268
  nChanged 0
		SP:Iteration 7F (3537.040000 sec): 3 clusters
  Score: Raw -27590.651455 + Penalty 2744.561186 = -24846.090268
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 32 (721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3537.040000 sec): 2 clusters
  Score: Raw -92353.119768 + Penalty 1631.998506 = -90721.121262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3537.040000 sec): 3 clusters
  Score: Raw -92281.274667 + Penalty 3263.997012 = -89017.277655
  nChanged 176
		SP:Iteration 1F (3537.050000 sec): 3 clusters
  Score: Raw -92607.174715 + Penalty 3263.997012 = -89343.177703
  nChanged 73
		SP:Iteration 2F (3537.050000 sec): 3 clusters
  Score: Raw -92840.009766 + Penalty 3263.997012 = -89576.012754
  nChanged 50
		SP:Iteration 3F (3537.050000 sec): 3 clusters
  Score: Raw -93085.582871 + Penalty 3263.997012 = -89821.585858
  nChanged 41
		SP:Iteration 4F (3537.060000 sec): 3 clusters
  Score: Raw -93250.997706 + Penalty 3263.997012 = -89987.000694
  nChanged 33
		SP:Iteration 5Q (3537.060000 sec): 3 clusters
  Score: Raw -93370.370722 + Penalty 3263.997012 = -90106.373710
  nChanged 30
		SP:Iteration 6Q (3537.060000 sec): 3 clusters
  Score: Raw -93474.642209 + Penalty 3263.997012 = -90210.645197
  nChanged 28
		SP:Iteration 7Q (3537.060000 sec): 3 clusters
  Score: Raw -93552.869426 + Penalty 3263.997012 = -90288.872414
  nChanged 17
		SP:Iteration 8Q (3537.060000 sec): 3 clusters
  Score: Raw -93603.339675 + Penalty 3263.997012 = -90339.342663
  nChanged 13
		SP:Iteration 9Q (3537.070000 sec): 3 clusters
  Score: Raw -93637.550941 + Penalty 3263.997012 = -90373.553929
  nChanged 8
		SP:Iteration 10Q (3537.070000 sec): 3 clusters
  Score: Raw -93674.454696 + Penalty 3263.997012 = -90410.457684
  nChanged 8
		SP:Iteration 11Q (3537.070000 sec): 3 clusters
  Score: Raw -93715.796418 + Penalty 3263.997012 = -90451.799406
  nChanged 5
		SP:Iteration 12Q (3537.070000 sec): 3 clusters
  Score: Raw -93747.674826 + Penalty 3263.997012 = -90483.677814
  nChanged 2
		SP:Iteration 13Q (3537.080000 sec): 3 clusters
  Score: Raw -93753.771000 + Penalty 3263.997012 = -90489.773988
  nChanged 1
		SP:Iteration 14Q (3537.080000 sec): 3 clusters
  Score: Raw -93754.785939 + Penalty 3263.997012 = -90490.788927
  nChanged 0
		SP:Iteration 15F (3537.080000 sec): 3 clusters
  Score: Raw -93755.784869 + Penalty 3263.997012 = -90491.787857
  nChanged 1
		SP:Iteration 16Q (3537.080000 sec): 3 clusters
  Score: Raw -93759.701623 + Penalty 3263.997012 = -90495.704611
  nChanged 3
		SP:Iteration 17Q (3537.080000 sec): 3 clusters
  Score: Raw -93766.862521 + Penalty 3263.997012 = -90502.865509
  nChanged 2
		SP:Iteration 18Q (3537.080000 sec): 3 clusters
  Score: Raw -93776.144783 + Penalty 3263.997012 = -90512.147771
  nChanged 2
		SP:Iteration 19Q (3537.090000 sec): 3 clusters
  Score: Raw -93782.312505 + Penalty 3263.997012 = -90518.315493
  nChanged 1
		SP:Iteration 20F (3537.090000 sec): 3 clusters
  Score: Raw -93783.375573 + Penalty 3263.997012 = -90519.378561
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 33 (193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3537.090000 sec): 2 clusters
  Score: Raw -25068.601729 + Penalty 1305.147167 = -23763.454562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3537.100000 sec): 3 clusters
  Score: Raw -25470.422259 + Penalty 2610.294334 = -22860.127925
  nChanged 13
		SP:Iteration 1F (3537.100000 sec): 3 clusters
  Score: Raw -25538.274646 + Penalty 2610.294334 = -22927.980312
  nChanged 4
		SP:Iteration 2Q (3537.100000 sec): 3 clusters
  Score: Raw -25584.555245 + Penalty 2610.294334 = -22974.260911
  nChanged 4
		SP:Iteration 3Q (3537.100000 sec): 3 clusters
  Score: Raw -25625.076853 + Penalty 2610.294334 = -23014.782519
  nChanged 1
		SP:Iteration 4Q (3537.100000 sec): 3 clusters
  Score: Raw -25685.081635 + Penalty 2610.294334 = -23074.787301
  nChanged 4
		SP:Iteration 5Q (3537.100000 sec): 3 clusters
  Score: Raw -25701.019707 + Penalty 2610.294334 = -23090.725373
  nChanged 1
		SP:Iteration 6Q (3537.100000 sec): 3 clusters
  Score: Raw -25703.245500 + Penalty 2610.294334 = -23092.951166
  nChanged 0
		SP:Iteration 7F (3537.100000 sec): 3 clusters
  Score: Raw -25703.245500 + Penalty 2610.294334 = -23092.951166
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 34 (932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3537.100000 sec): 2 clusters
  Score: Raw -123633.679705 + Penalty 1695.658538 = -121938.021167
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3537.110000 sec): 3 clusters
  Score: Raw -123492.657673 + Penalty 3391.317076 = -120101.340597
  nChanged 247
		SP:Iteration 1F (3537.110000 sec): 3 clusters
  Score: Raw -123801.991881 + Penalty 3391.317076 = -120410.674805
  nChanged 61
		SP:Iteration 2F (3537.120000 sec): 3 clusters
  Score: Raw -123897.388079 + Penalty 3391.317076 = -120506.071003
  nChanged 31
		SP:Iteration 3Q (3537.120000 sec): 3 clusters
  Score: Raw -123957.961341 + Penalty 3391.317076 = -120566.644265
  nChanged 19
		SP:Iteration 4Q (3537.120000 sec): 3 clusters
  Score: Raw -123994.147929 + Penalty 3391.317076 = -120602.830853
  nChanged 19
		SP:Iteration 5Q (3537.120000 sec): 3 clusters
  Score: Raw -124028.960445 + Penalty 3391.317076 = -120637.643369
  nChanged 19
		SP:Iteration 6Q (3537.130000 sec): 3 clusters
  Score: Raw -124059.524751 + Penalty 3391.317076 = -120668.207675
  nChanged 18
		SP:Iteration 7Q (3537.130000 sec): 3 clusters
  Score: Raw -124095.683267 + Penalty 3391.317076 = -120704.366191
  nChanged 20
		SP:Iteration 8Q (3537.140000 sec): 3 clusters
  Score: Raw -124139.169278 + Penalty 3391.317076 = -120747.852202
  nChanged 16
		SP:Iteration 9Q (3537.140000 sec): 3 clusters
  Score: Raw -124162.931164 + Penalty 3391.317076 = -120771.614088
  nChanged 5
		SP:Iteration 10Q (3537.140000 sec): 3 clusters
  Score: Raw -124171.090982 + Penalty 3391.317076 = -120779.773906
  nChanged 4
		SP:Iteration 11Q (3537.140000 sec): 3 clusters
  Score: Raw -124175.286646 + Penalty 3391.317076 = -120783.969570
  nChanged 3
		SP:Iteration 12Q (3537.150000 sec): 3 clusters
  Score: Raw -124181.001323 + Penalty 3391.317076 = -120789.684247
  nChanged 4
		SP:Iteration 13Q (3537.150000 sec): 3 clusters
  Score: Raw -124187.120986 + Penalty 3391.317076 = -120795.803910
  nChanged 3
		SP:Iteration 14Q (3537.160000 sec): 3 clusters
  Score: Raw -124189.823656 + Penalty 3391.317076 = -120798.506580
  nChanged 3
		SP:Iteration 15Q (3537.160000 sec): 3 clusters
  Score: Raw -124193.036608 + Penalty 3391.317076 = -120801.719532
  nChanged 2
		SP:Iteration 16Q (3537.160000 sec): 3 clusters
  Score: Raw -124195.704700 + Penalty 3391.317076 = -120804.387624
  nChanged 0
		SP:Iteration 17F (3537.160000 sec): 3 clusters
  Score: Raw -124195.704700 + Penalty 3391.317076 = -120804.387624
  nChanged 0
------ Evaluating fit on full set of 2436854 points ------
  Score: Raw -352816476.147072 + Penalty 124002.833727 = -352692473.313345
Time taken for this iteration:3611.960000 seconds.
 20->35 Clusters: Score -352692473.313345, best is 100000000000000005366162204393472.000000
THE BEST YET!


Starting from 21 clusters...
Memory request: 1.51 GB would take us to total of 6.05 GB.
------ Running on subset of 812284 points ------
	SP: Assigned 21 initial classes randomly.
Deleting Class 11 (5988 points): Lose 1050.762023 but Gain 3374.686117
Iteration 0F (3668.450000 sec): 20 clusters
  Score: Raw -109085892.983005 + Penalty 64119.036229 = -109021773.946777
  nChanged 771082
Iteration 1F (3689.230000 sec): 20 clusters
  Score: Raw -115494546.632043 + Penalty 64119.036229 = -115430427.595814
  nChanged 304128
Iteration 2F (3709.980000 sec): 20 clusters
  Score: Raw -116183551.210142 + Penalty 64119.036229 = -116119432.173913
  nChanged 228801
Iteration 3F (3730.720000 sec): 20 clusters
  Score: Raw -116652827.630807 + Penalty 64119.036229 = -116588708.594578
  nChanged 160119
Iteration 4F (3751.480000 sec): 20 clusters
  Score: Raw -116999749.253840 + Penalty 64119.036229 = -116935630.217611
  nChanged 111472
Iteration 5F (3772.200000 sec): 20 clusters
  Score: Raw -117118067.410929 + Penalty 64119.036229 = -117053948.374701
  nChanged 79079
Deleting Class 4 (2351 points): Lose 2385.924232 but Gain 3374.686117
Iteration 6F (3792.940000 sec): 19 clusters
  Score: Raw -117181740.343890 + Penalty 60744.350111 = -117120995.993779
  nChanged 62795
Iteration 7F (3812.610000 sec): 19 clusters
  Score: Raw -117234931.959242 + Penalty 60744.350111 = -117174187.609131
  nChanged 49806
Iteration 8F (3832.350000 sec): 19 clusters
  Score: Raw -117271437.928023 + Penalty 60744.350111 = -117210693.577911
  nChanged 43246
Iteration 9F (3852.010000 sec): 19 clusters
  Score: Raw -117303021.579595 + Penalty 60744.350111 = -117242277.229484
  nChanged 38409
Iteration 10Q (3860.010000 sec): 19 clusters
  Score: Raw -117333174.280454 + Penalty 60744.350111 = -117272429.930343
  nChanged 34840
Iteration 11Q (3867.720000 sec): 19 clusters
  Score: Raw -117358511.837457 + Penalty 60744.350111 = -117297767.487345
  nChanged 30747
Iteration 12Q (3875.190000 sec): 19 clusters
  Score: Raw -117377923.831248 + Penalty 60744.350111 = -117317179.481137
  nChanged 26382
Iteration 13Q (3882.480000 sec): 19 clusters
  Score: Raw -117393122.323123 + Penalty 60744.350111 = -117332377.973012
  nChanged 21900
Deleting Class 3 (2767 points): Lose 3014.816330 but Gain 3374.686117
Iteration 14Q (3889.610000 sec): 18 clusters
  Score: Raw -117400815.043603 + Penalty 57369.663994 = -117343445.379609
  nChanged 20698
Iteration 15Q (3896.450000 sec): 18 clusters
  Score: Raw -117412377.104331 + Penalty 57369.663994 = -117355007.440337
  nChanged 14967
Iteration 16Q (3903.120000 sec): 18 clusters
  Score: Raw -117417593.408585 + Penalty 57369.663994 = -117360223.744590
  nChanged 12302
Iteration 17Q (3909.660000 sec): 18 clusters
  Score: Raw -117421621.372208 + Penalty 57369.663994 = -117364251.708214
  nChanged 10955
Iteration 18Q (3916.150000 sec): 18 clusters
  Score: Raw -117425226.605719 + Penalty 57369.663994 = -117367856.941725
  nChanged 9873
Iteration 19Q (3922.570000 sec): 18 clusters
  Score: Raw -117428556.456671 + Penalty 57369.663994 = -117371186.792677
  nChanged 9018
Writing temp clu file 
Because OldScore, -117367856.941725, is greater than current (better) Score,-117371186.792677 
 Compute initial score before splitting:   Score: Raw -117428556.456671 + Penalty 57369.663994 = -117371186.792677
Memory request: 0.04 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (21153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3922.800000 sec): 2 clusters
  Score: Raw -3137695.558714 + Penalty 2469.965181 = -3135225.593534
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3922.880000 sec): 3 clusters
  Score: Raw -3125363.036610 + Penalty 4939.930361 = -3120423.106249
  nChanged 9309
		SP:Iteration 1F (3922.950000 sec): 3 clusters
  Score: Raw -3130496.869429 + Penalty 4939.930361 = -3125556.939068
  nChanged 1248
		SP:Iteration 2F (3923.030000 sec): 3 clusters
  Score: Raw -3131456.615789 + Penalty 4939.930361 = -3126516.685428
  nChanged 1570
		SP:Iteration 3F (3923.110000 sec): 3 clusters
  Score: Raw -3133189.981397 + Penalty 4939.930361 = -3128250.051036
  nChanged 2100
		SP:Iteration 4F (3923.190000 sec): 3 clusters
  Score: Raw -3135576.790171 + Penalty 4939.930361 = -3130636.859810
  nChanged 2139
		SP:Iteration 5F (3923.260000 sec): 3 clusters
  Score: Raw -3137831.982004 + Penalty 4939.930361 = -3132892.051643
  nChanged 1648
		SP:Iteration 6F (3923.340000 sec): 3 clusters
  Score: Raw -3139541.706689 + Penalty 4939.930361 = -3134601.776328
  nChanged 1046
		SP:Iteration 7Q (3923.410000 sec): 3 clusters
  Score: Raw -3140793.793308 + Penalty 4939.930361 = -3135853.862947
  nChanged 537
		SP:Iteration 8Q (3923.490000 sec): 3 clusters
  Score: Raw -3141455.521758 + Penalty 4939.930361 = -3136515.591397
  nChanged 314
		SP:Iteration 9Q (3923.550000 sec): 3 clusters
  Score: Raw -3141731.810220 + Penalty 4939.930361 = -3136791.879859
  nChanged 212
		SP:Iteration 10Q (3923.610000 sec): 3 clusters
  Score: Raw -3141866.887950 + Penalty 4939.930361 = -3136926.957589
  nChanged 118
		SP:Iteration 11Q (3923.670000 sec): 3 clusters
  Score: Raw -3141923.081663 + Penalty 4939.930361 = -3136983.151302
  nChanged 77
		SP:Iteration 12Q (3923.730000 sec): 3 clusters
  Score: Raw -3141947.264823 + Penalty 4939.930361 = -3137007.334462
  nChanged 54
		SP:Iteration 13Q (3923.790000 sec): 3 clusters
  Score: Raw -3141960.855829 + Penalty 4939.930361 = -3137020.925467
  nChanged 34
		SP:Iteration 14Q (3923.850000 sec): 3 clusters
  Score: Raw -3141969.385917 + Penalty 4939.930361 = -3137029.455556
  nChanged 17
		SP:Iteration 15Q (3923.910000 sec): 3 clusters
  Score: Raw -3141973.056437 + Penalty 4939.930361 = -3137033.126076
  nChanged 17
		SP:Iteration 16Q (3923.970000 sec): 3 clusters
  Score: Raw -3141976.395076 + Penalty 4939.930361 = -3137036.464715
  nChanged 8
		SP:Iteration 17Q (3924.020000 sec): 3 clusters
  Score: Raw -3141977.918611 + Penalty 4939.930361 = -3137037.988250
  nChanged 5
		SP:Iteration 18Q (3924.080000 sec): 3 clusters
  Score: Raw -3141979.015617 + Penalty 4939.930361 = -3137039.085256
  nChanged 3
		SP:Iteration 19Q (3924.140000 sec): 3 clusters
  Score: Raw -3141979.473123 + Penalty 4939.930361 = -3137039.542762
  nChanged 1
		SP:Iteration 20F (3924.210000 sec): 3 clusters
  Score: Raw -3141979.568230 + Penalty 4939.930361 = -3137039.637869
  nChanged 1
		SP:Iteration 21Q (3924.270000 sec): 3 clusters
  Score: Raw -3141979.688147 + Penalty 4939.930361 = -3137039.757786
  nChanged 1
		SP:Iteration 22Q (3924.330000 sec): 3 clusters
  Score: Raw -3141979.892906 + Penalty 4939.930361 = -3137039.962545
  nChanged 2
		SP:Iteration 23Q (3924.390000 sec): 3 clusters
  Score: Raw -3141980.241548 + Penalty 4939.930361 = -3137040.311187
  nChanged 4
		SP:Iteration 24Q (3924.450000 sec): 3 clusters
  Score: Raw -3141980.597460 + Penalty 4939.930361 = -3137040.667099
  nChanged 3
		SP:Iteration 25Q (3924.510000 sec): 3 clusters
  Score: Raw -3141980.884022 + Penalty 4939.930361 = -3137040.953661
  nChanged 0
		SP:Iteration 26F (3924.590000 sec): 3 clusters
  Score: Raw -3141980.884022 + Penalty 4939.930361 = -3137040.953661
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 3.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (2433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3924.610000 sec): 2 clusters
  Score: Raw -350604.632572 + Penalty 1933.626325 = -348671.006247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3924.620000 sec): 3 clusters
  Score: Raw -349598.721001 + Penalty 3867.252650 = -345731.468351
  nChanged 838
		SP:Iteration 1F (3924.630000 sec): 3 clusters
  Score: Raw -350134.405996 + Penalty 3867.252650 = -346267.153346
  nChanged 175
		SP:Iteration 2F (3924.630000 sec): 3 clusters
  Score: Raw -350273.665589 + Penalty 3867.252650 = -346406.412939
  nChanged 116
		SP:Iteration 3Q (3924.640000 sec): 3 clusters
  Score: Raw -350348.437756 + Penalty 3867.252650 = -346481.185106
  nChanged 59
		SP:Iteration 4Q (3924.650000 sec): 3 clusters
  Score: Raw -350389.296562 + Penalty 3867.252650 = -346522.043912
  nChanged 54
		SP:Iteration 5Q (3924.660000 sec): 3 clusters
  Score: Raw -350424.355866 + Penalty 3867.252650 = -346557.103216
  nChanged 37
		SP:Iteration 6Q (3924.670000 sec): 3 clusters
  Score: Raw -350447.502545 + Penalty 3867.252650 = -346580.249895
  nChanged 39
		SP:Iteration 7Q (3924.680000 sec): 3 clusters
  Score: Raw -350470.015501 + Penalty 3867.252650 = -346602.762851
  nChanged 27
		SP:Iteration 8Q (3924.690000 sec): 3 clusters
  Score: Raw -350486.525957 + Penalty 3867.252650 = -346619.273307
  nChanged 19
		SP:Iteration 9Q (3924.690000 sec): 3 clusters
  Score: Raw -350498.547507 + Penalty 3867.252650 = -346631.294857
  nChanged 17
		SP:Iteration 10Q (3924.710000 sec): 3 clusters
  Score: Raw -350511.090188 + Penalty 3867.252650 = -346643.837538
  nChanged 16
		SP:Iteration 11Q (3924.710000 sec): 3 clusters
  Score: Raw -350520.214105 + Penalty 3867.252650 = -346652.961455
  nChanged 16
		SP:Iteration 12Q (3924.720000 sec): 3 clusters
  Score: Raw -350528.914439 + Penalty 3867.252650 = -346661.661789
  nChanged 13
		SP:Iteration 13Q (3924.730000 sec): 3 clusters
  Score: Raw -350534.781174 + Penalty 3867.252650 = -346667.528524
  nChanged 4
		SP:Iteration 14Q (3924.740000 sec): 3 clusters
  Score: Raw -350537.170723 + Penalty 3867.252650 = -346669.918073
  nChanged 4
		SP:Iteration 15Q (3924.750000 sec): 3 clusters
  Score: Raw -350539.321297 + Penalty 3867.252650 = -346672.068647
  nChanged 3
		SP:Iteration 16Q (3924.760000 sec): 3 clusters
  Score: Raw -350540.839898 + Penalty 3867.252650 = -346673.587248
  nChanged 8
		SP:Iteration 17Q (3924.770000 sec): 3 clusters
  Score: Raw -350545.548326 + Penalty 3867.252650 = -346678.295676
  nChanged 6
		SP:Iteration 18Q (3924.770000 sec): 3 clusters
  Score: Raw -350549.797298 + Penalty 3867.252650 = -346682.544648
  nChanged 4
		SP:Iteration 19Q (3924.780000 sec): 3 clusters
  Score: Raw -350551.461596 + Penalty 3867.252650 = -346684.208946
  nChanged 2
		SP:Iteration 20F (3924.790000 sec): 3 clusters
  Score: Raw -350553.462818 + Penalty 3867.252650 = -346686.210168
  nChanged 6
		SP:Iteration 21Q (3924.800000 sec): 3 clusters
  Score: Raw -350557.943832 + Penalty 3867.252650 = -346690.691182
  nChanged 3
		SP:Iteration 22Q (3924.810000 sec): 3 clusters
  Score: Raw -350559.330020 + Penalty 3867.252650 = -346692.077370
  nChanged 0
		SP:Iteration 23F (3924.820000 sec): 3 clusters
  Score: Raw -350559.330020 + Penalty 3867.252650 = -346692.077370
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (11305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3924.860000 sec): 2 clusters
  Score: Raw -1545194.791189 + Penalty 2314.584095 = -1542880.207093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3924.900000 sec): 3 clusters
  Score: Raw -1539134.616360 + Penalty 4629.168191 = -1534505.448169
  nChanged 4744
		SP:Iteration 1F (3924.940000 sec): 3 clusters
  Score: Raw -1542109.244178 + Penalty 4629.168191 = -1537480.075987
  nChanged 983
		SP:Iteration 2F (3924.980000 sec): 3 clusters
  Score: Raw -1543033.078272 + Penalty 4629.168191 = -1538403.910081
  nChanged 980
		SP:Iteration 3F (3925.020000 sec): 3 clusters
  Score: Raw -1544341.330750 + Penalty 4629.168191 = -1539712.162559
  nChanged 1003
		SP:Iteration 4F (3925.060000 sec): 3 clusters
  Score: Raw -1545813.454198 + Penalty 4629.168191 = -1541184.286007
  nChanged 983
		SP:Iteration 5F (3925.100000 sec): 3 clusters
  Score: Raw -1547201.989752 + Penalty 4629.168191 = -1542572.821561
  nChanged 816
		SP:Iteration 6F (3925.150000 sec): 3 clusters
  Score: Raw -1548180.733891 + Penalty 4629.168191 = -1543551.565700
  nChanged 597
		SP:Iteration 7F (3925.190000 sec): 3 clusters
  Score: Raw -1548894.735745 + Penalty 4629.168191 = -1544265.567555
  nChanged 480
		SP:Iteration 8Q (3925.220000 sec): 3 clusters
  Score: Raw -1549601.830993 + Penalty 4629.168191 = -1544972.662802
  nChanged 363
		SP:Iteration 9Q (3925.260000 sec): 3 clusters
  Score: Raw -1550249.008583 + Penalty 4629.168191 = -1545619.840392
  nChanged 320
		SP:Iteration 10Q (3925.290000 sec): 3 clusters
  Score: Raw -1551112.739429 + Penalty 4629.168191 = -1546483.571238
  nChanged 269
		SP:Iteration 11Q (3925.320000 sec): 3 clusters
  Score: Raw -1551630.118027 + Penalty 4629.168191 = -1547000.949837
  nChanged 166
		SP:Iteration 12Q (3925.350000 sec): 3 clusters
  Score: Raw -1551855.959885 + Penalty 4629.168191 = -1547226.791695
  nChanged 131
		SP:Iteration 13Q (3925.390000 sec): 3 clusters
  Score: Raw -1551968.879562 + Penalty 4629.168191 = -1547339.711372
  nChanged 100
		SP:Iteration 14Q (3925.420000 sec): 3 clusters
  Score: Raw -1552036.060768 + Penalty 4629.168191 = -1547406.892578
  nChanged 62
		SP:Iteration 15Q (3925.450000 sec): 3 clusters
  Score: Raw -1552065.873358 + Penalty 4629.168191 = -1547436.705167
  nChanged 54
		SP:Iteration 16Q (3925.480000 sec): 3 clusters
  Score: Raw -1552088.637097 + Penalty 4629.168191 = -1547459.468907
  nChanged 37
		SP:Iteration 17Q (3925.510000 sec): 3 clusters
  Score: Raw -1552103.864581 + Penalty 4629.168191 = -1547474.696391
  nChanged 27
		SP:Iteration 18Q (3925.540000 sec): 3 clusters
  Score: Raw -1552114.496794 + Penalty 4629.168191 = -1547485.328603
  nChanged 25
		SP:Iteration 19Q (3925.570000 sec): 3 clusters
  Score: Raw -1552122.178162 + Penalty 4629.168191 = -1547493.009971
  nChanged 18
		SP:Iteration 20F (3925.610000 sec): 3 clusters
  Score: Raw -1552130.014371 + Penalty 4629.168191 = -1547500.846181
  nChanged 15
		SP:Iteration 21Q (3925.640000 sec): 3 clusters
  Score: Raw -1552135.581058 + Penalty 4629.168191 = -1547506.412868
  nChanged 20
		SP:Iteration 22Q (3925.670000 sec): 3 clusters
  Score: Raw -1552142.409500 + Penalty 4629.168191 = -1547513.241310
  nChanged 14
		SP:Iteration 23Q (3925.710000 sec): 3 clusters
  Score: Raw -1552147.050683 + Penalty 4629.168191 = -1547517.882492
  nChanged 11
		SP:Iteration 24Q (3925.740000 sec): 3 clusters
  Score: Raw -1552151.598726 + Penalty 4629.168191 = -1547522.430535
  nChanged 11
		SP:Iteration 25Q (3925.770000 sec): 3 clusters
  Score: Raw -1552155.063298 + Penalty 4629.168191 = -1547525.895108
  nChanged 11
		SP:Iteration 26Q (3925.800000 sec): 3 clusters
  Score: Raw -1552157.775017 + Penalty 4629.168191 = -1547528.606826
  nChanged 6
		SP:Iteration 27Q (3925.830000 sec): 3 clusters
  Score: Raw -1552159.158704 + Penalty 4629.168191 = -1547529.990513
  nChanged 4
		SP:Iteration 28Q (3925.860000 sec): 3 clusters
  Score: Raw -1552160.327267 + Penalty 4629.168191 = -1547531.159076
  nChanged 3
		SP:Iteration 29Q (3925.890000 sec): 3 clusters
  Score: Raw -1552161.134544 + Penalty 4629.168191 = -1547531.966353
  nChanged 3
		SP:Iteration 30Q (3925.920000 sec): 3 clusters
  Score: Raw -1552161.616666 + Penalty 4629.168191 = -1547532.448475
  nChanged 1
		SP:Iteration 31Q (3925.950000 sec): 3 clusters
  Score: Raw -1552161.805579 + Penalty 4629.168191 = -1547532.637388
  nChanged 1
		SP:Iteration 32Q (3925.990000 sec): 3 clusters
  Score: Raw -1552161.998404 + Penalty 4629.168191 = -1547532.830213
  nChanged 1
		SP:Iteration 33Q (3926.020000 sec): 3 clusters
  Score: Raw -1552162.207362 + Penalty 4629.168191 = -1547533.039171
  nChanged 0
		SP:Iteration 34F (3926.060000 sec): 3 clusters
  Score: Raw -1552162.207362 + Penalty 4629.168191 = -1547533.039171
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 4.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (1994 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3926.070000 sec): 2 clusters
  Score: Raw -290417.995594 + Penalty 1884.278692 = -288533.716902
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3926.080000 sec): 3 clusters
  Score: Raw -289704.921080 + Penalty 3768.557383 = -285936.363697
  nChanged 618
		SP:Iteration 1F (3926.090000 sec): 3 clusters
  Score: Raw -290382.311142 + Penalty 3768.557383 = -286613.753758
  nChanged 196
		SP:Iteration 2F (3926.090000 sec): 3 clusters
  Score: Raw -290658.531001 + Penalty 3768.557383 = -286889.973618
  nChanged 134
		SP:Iteration 3F (3926.100000 sec): 3 clusters
  Score: Raw -290858.496903 + Penalty 3768.557383 = -287089.939519
  nChanged 113
		SP:Iteration 4F (3926.110000 sec): 3 clusters
  Score: Raw -291089.604171 + Penalty 3768.557383 = -287321.046787
  nChanged 96
		SP:Iteration 5Q (3926.110000 sec): 3 clusters
  Score: Raw -291398.908665 + Penalty 3768.557383 = -287630.351281
  nChanged 98
		SP:Iteration 6Q (3926.120000 sec): 3 clusters
  Score: Raw -291745.237282 + Penalty 3768.557383 = -287976.679899
  nChanged 96
		SP:Iteration 7Q (3926.130000 sec): 3 clusters
  Score: Raw -291948.855219 + Penalty 3768.557383 = -288180.297836
  nChanged 88
		SP:Iteration 8Q (3926.130000 sec): 3 clusters
  Score: Raw -292118.307779 + Penalty 3768.557383 = -288349.750395
  nChanged 76
		SP:Iteration 9Q (3926.140000 sec): 3 clusters
  Score: Raw -292264.368054 + Penalty 3768.557383 = -288495.810670
  nChanged 71
		SP:Iteration 10Q (3926.150000 sec): 3 clusters
  Score: Raw -292510.110058 + Penalty 3768.557383 = -288741.552674
  nChanged 80
		SP:Iteration 11Q (3926.150000 sec): 3 clusters
  Score: Raw -292807.047354 + Penalty 3768.557383 = -289038.489971
  nChanged 60
		SP:Iteration 12Q (3926.160000 sec): 3 clusters
  Score: Raw -292935.197256 + Penalty 3768.557383 = -289166.639873
  nChanged 53
		SP:Iteration 13Q (3926.160000 sec): 3 clusters
  Score: Raw -293018.739800 + Penalty 3768.557383 = -289250.182416
  nChanged 38
		SP:Iteration 14Q (3926.170000 sec): 3 clusters
  Score: Raw -293095.324866 + Penalty 3768.557383 = -289326.767483
  nChanged 33
		SP:Iteration 15Q (3926.170000 sec): 3 clusters
  Score: Raw -293159.044356 + Penalty 3768.557383 = -289390.486973
  nChanged 24
		SP:Iteration 16Q (3926.180000 sec): 3 clusters
  Score: Raw -293195.541739 + Penalty 3768.557383 = -289426.984355
  nChanged 13
		SP:Iteration 17Q (3926.190000 sec): 3 clusters
  Score: Raw -293212.225001 + Penalty 3768.557383 = -289443.667618
  nChanged 6
		SP:Iteration 18Q (3926.190000 sec): 3 clusters
  Score: Raw -293218.902039 + Penalty 3768.557383 = -289450.344656
  nChanged 3
		SP:Iteration 19Q (3926.190000 sec): 3 clusters
  Score: Raw -293220.763216 + Penalty 3768.557383 = -289452.205833
  nChanged 1
		SP:Iteration 20F (3926.200000 sec): 3 clusters
  Score: Raw -293221.428461 + Penalty 3768.557383 = -289452.871078
  nChanged 2
		SP:Iteration 21Q (3926.210000 sec): 3 clusters
  Score: Raw -293222.916853 + Penalty 3768.557383 = -289454.359469
  nChanged 1
		SP:Iteration 22Q (3926.210000 sec): 3 clusters
  Score: Raw -293223.377728 + Penalty 3768.557383 = -289454.820344
  nChanged 1
		SP:Iteration 23Q (3926.220000 sec): 3 clusters
  Score: Raw -293224.948761 + Penalty 3768.557383 = -289456.391377
  nChanged 1
		SP:Iteration 24Q (3926.220000 sec): 3 clusters
  Score: Raw -293225.860814 + Penalty 3768.557383 = -289457.303431
  nChanged 0
		SP:Iteration 25F (3926.230000 sec): 3 clusters
  Score: Raw -293225.860814 + Penalty 3768.557383 = -289457.303431
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 11.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (3781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3926.250000 sec): 2 clusters
  Score: Raw -380112.960133 + Penalty 2042.960463 = -378069.999669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3926.260000 sec): 3 clusters
  Score: Raw -379860.370215 + Penalty 4085.920927 = -375774.449288
  nChanged 1634
		SP:Iteration 1F (3926.270000 sec): 3 clusters
  Score: Raw -394246.494726 + Penalty 4085.920927 = -390160.573799
  nChanged 615
		SP:Iteration 2F (3926.290000 sec): 3 clusters
  Score: Raw -400806.945924 + Penalty 4085.920927 = -396721.024998
  nChanged 135
		SP:Iteration 3Q (3926.300000 sec): 3 clusters
  Score: Raw -402776.340619 + Penalty 4085.920927 = -398690.419692
  nChanged 54
		SP:Iteration 4Q (3926.310000 sec): 3 clusters
  Score: Raw -404124.907882 + Penalty 4085.920927 = -400038.986955
  nChanged 34
		SP:Iteration 5Q (3926.320000 sec): 3 clusters
  Score: Raw -405967.125493 + Penalty 4085.920927 = -401881.204566
  nChanged 20
		SP:Iteration 6Q (3926.330000 sec): 3 clusters
  Score: Raw -406505.659156 + Penalty 4085.920927 = -402419.738229
  nChanged 8
		SP:Iteration 7Q (3926.330000 sec): 3 clusters
  Score: Raw -406526.034443 + Penalty 4085.920927 = -402440.113516
  nChanged 0
		SP:Iteration 8F (3926.350000 sec): 3 clusters
  Score: Raw -406622.108279 + Penalty 4085.920927 = -402536.187352
  nChanged 12
		SP:Iteration 9Q (3926.360000 sec): 3 clusters
  Score: Raw -406788.670156 + Penalty 4085.920927 = -402702.749229
  nChanged 14
		SP:Iteration 10Q (3926.370000 sec): 3 clusters
  Score: Raw -406919.347105 + Penalty 4085.920927 = -402833.426178
  nChanged 7
		SP:Iteration 11Q (3926.380000 sec): 3 clusters
  Score: Raw -406958.858937 + Penalty 4085.920927 = -402872.938011
  nChanged 8
		SP:Iteration 12Q (3926.390000 sec): 3 clusters
  Score: Raw -406980.910827 + Penalty 4085.920927 = -402894.989901
  nChanged 4
		SP:Iteration 13Q (3926.390000 sec): 3 clusters
  Score: Raw -407008.356263 + Penalty 4085.920927 = -402922.435336
  nChanged 5
		SP:Iteration 14Q (3926.410000 sec): 3 clusters
  Score: Raw -407031.390313 + Penalty 4085.920927 = -402945.469386
  nChanged 5
		SP:Iteration 15Q (3926.410000 sec): 3 clusters
  Score: Raw -407071.609596 + Penalty 4085.920927 = -402985.688669
  nChanged 4
		SP:Iteration 16Q (3926.420000 sec): 3 clusters
  Score: Raw -407100.355575 + Penalty 4085.920927 = -403014.434648
  nChanged 5
		SP:Iteration 17Q (3926.430000 sec): 3 clusters
  Score: Raw -407109.007666 + Penalty 4085.920927 = -403023.086739
  nChanged 3
		SP:Iteration 18Q (3926.440000 sec): 3 clusters
  Score: Raw -407111.705697 + Penalty 4085.920927 = -403025.784771
  nChanged 0
		SP:Iteration 19F (3926.450000 sec): 3 clusters
  Score: Raw -407173.217567 + Penalty 4085.920927 = -403087.296641
  nChanged 6
		SP:Iteration 20F (3926.470000 sec): 3 clusters
  Score: Raw -407328.120647 + Penalty 4085.920927 = -403242.199720
  nChanged 9
		SP:Iteration 21Q (3926.480000 sec): 3 clusters
  Score: Raw -407504.700397 + Penalty 4085.920927 = -403418.779470
  nChanged 13
		SP:Iteration 22Q (3926.490000 sec): 3 clusters
  Score: Raw -407590.313264 + Penalty 4085.920927 = -403504.392337
  nChanged 12
		SP:Iteration 23Q (3926.500000 sec): 3 clusters
  Score: Raw -407625.551984 + Penalty 4085.920927 = -403539.631057
  nChanged 8
		SP:Iteration 24Q (3926.510000 sec): 3 clusters
  Score: Raw -407648.825000 + Penalty 4085.920927 = -403562.904073
  nChanged 5
		SP:Iteration 25Q (3926.510000 sec): 3 clusters
  Score: Raw -407658.548692 + Penalty 4085.920927 = -403572.627765
  nChanged 4
		SP:Iteration 26Q (3926.530000 sec): 3 clusters
  Score: Raw -407664.467160 + Penalty 4085.920927 = -403578.546234
  nChanged 3
		SP:Iteration 27Q (3926.530000 sec): 3 clusters
  Score: Raw -407666.681635 + Penalty 4085.920927 = -403580.760708
  nChanged 1
		SP:Iteration 28Q (3926.540000 sec): 3 clusters
  Score: Raw -407667.390686 + Penalty 4085.920927 = -403581.469759
  nChanged 1
		SP:Iteration 29Q (3926.550000 sec): 3 clusters
  Score: Raw -407668.382315 + Penalty 4085.920927 = -403582.461388
  nChanged 1
		SP:Iteration 30Q (3926.560000 sec): 3 clusters
  Score: Raw -407668.993021 + Penalty 4085.920927 = -403583.072094
  nChanged 2
		SP:Iteration 31Q (3926.570000 sec): 3 clusters
  Score: Raw -407670.550146 + Penalty 4085.920927 = -403584.629219
  nChanged 0
		SP:Iteration 32F (3926.590000 sec): 3 clusters
  Score: Raw -407671.515040 + Penalty 4085.920927 = -403585.594113
  nChanged 2
		SP:Iteration 33Q (3926.590000 sec): 3 clusters
  Score: Raw -407676.449014 + Penalty 4085.920927 = -403590.528088
  nChanged 3
		SP:Iteration 34Q (3926.600000 sec): 3 clusters
  Score: Raw -407679.310898 + Penalty 4085.920927 = -403593.389971
  nChanged 0
		SP:Iteration 35F (3926.620000 sec): 3 clusters
  Score: Raw -407679.310898 + Penalty 4085.920927 = -403593.389971
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 21.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (91453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3927.030000 sec): 2 clusters
  Score: Raw -13215397.663374 + Penalty 2833.047954 = -13212564.615420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3927.370000 sec): 3 clusters
  Score: Raw -13157213.911837 + Penalty 5666.095907 = -13151547.815929
  nChanged 43002
		SP:Iteration 1F (3927.710000 sec): 3 clusters
  Score: Raw -13182202.247113 + Penalty 5666.095907 = -13176536.151206
  nChanged 4381
		SP:Iteration 2Q (3928.050000 sec): 3 clusters
  Score: Raw -13184356.358102 + Penalty 5666.095907 = -13178690.262194
  nChanged 5659
		SP:Iteration 3F (3928.390000 sec): 3 clusters
  Score: Raw -13187986.038034 + Penalty 5666.095907 = -13182319.942127
  nChanged 7220
		SP:Iteration 4F (3928.730000 sec): 3 clusters
  Score: Raw -13193553.304074 + Penalty 5666.095907 = -13187887.208167
  nChanged 7933
		SP:Iteration 5F (3929.070000 sec): 3 clusters
  Score: Raw -13199898.414965 + Penalty 5666.095907 = -13194232.319058
  nChanged 6949
		SP:Iteration 6F (3929.410000 sec): 3 clusters
  Score: Raw -13204480.637422 + Penalty 5666.095907 = -13198814.541514
  nChanged 4985
		SP:Iteration 7F (3929.750000 sec): 3 clusters
  Score: Raw -13206957.616404 + Penalty 5666.095907 = -13201291.520497
  nChanged 3305
		SP:Iteration 8Q (3930.090000 sec): 3 clusters
  Score: Raw -13208230.060933 + Penalty 5666.095907 = -13202563.965026
  nChanged 2345
		SP:Iteration 9Q (3930.430000 sec): 3 clusters
  Score: Raw -13208987.941394 + Penalty 5666.095907 = -13203321.845486
  nChanged 1797
		SP:Iteration 10Q (3930.770000 sec): 3 clusters
  Score: Raw -13209541.023296 + Penalty 5666.095907 = -13203874.927389
  nChanged 1509
		SP:Iteration 11Q (3931.110000 sec): 3 clusters
  Score: Raw -13209988.766649 + Penalty 5666.095907 = -13204322.670742
  nChanged 1359
		SP:Iteration 12Q (3931.450000 sec): 3 clusters
  Score: Raw -13210422.501027 + Penalty 5666.095907 = -13204756.405120
  nChanged 1351
		SP:Iteration 13Q (3931.790000 sec): 3 clusters
  Score: Raw -13210895.901214 + Penalty 5666.095907 = -13205229.805307
  nChanged 1289
		SP:Iteration 14Q (3932.130000 sec): 3 clusters
  Score: Raw -13211354.311903 + Penalty 5666.095907 = -13205688.215996
  nChanged 1211
		SP:Iteration 15Q (3932.470000 sec): 3 clusters
  Score: Raw -13211855.106909 + Penalty 5666.095907 = -13206189.011002
  nChanged 1266
		SP:Iteration 16Q (3932.810000 sec): 3 clusters
  Score: Raw -13212419.771033 + Penalty 5666.095907 = -13206753.675125
  nChanged 1254
		SP:Iteration 17Q (3933.140000 sec): 3 clusters
  Score: Raw -13213048.194129 + Penalty 5666.095907 = -13207382.098222
  nChanged 1272
		SP:Iteration 18Q (3933.470000 sec): 3 clusters
  Score: Raw -13213775.569410 + Penalty 5666.095907 = -13208109.473503
  nChanged 1324
		SP:Iteration 19Q (3933.800000 sec): 3 clusters
  Score: Raw -13214586.922290 + Penalty 5666.095907 = -13208920.826383
  nChanged 1366
		SP:Iteration 20F (3934.140000 sec): 3 clusters
  Score: Raw -13215465.883668 + Penalty 5666.095907 = -13209799.787760
  nChanged 1356
		SP:Iteration 21Q (3934.440000 sec): 3 clusters
  Score: Raw -13216272.204612 + Penalty 5666.095907 = -13210606.108704
  nChanged 1266
		SP:Iteration 22Q (3934.750000 sec): 3 clusters
  Score: Raw -13216992.306575 + Penalty 5666.095907 = -13211326.210668
  nChanged 1167
		SP:Iteration 23Q (3935.040000 sec): 3 clusters
  Score: Raw -13217597.072252 + Penalty 5666.095907 = -13211930.976345
  nChanged 975
		SP:Iteration 24Q (3935.340000 sec): 3 clusters
  Score: Raw -13217998.186221 + Penalty 5666.095907 = -13212332.090314
  nChanged 753
		SP:Iteration 25Q (3935.630000 sec): 3 clusters
  Score: Raw -13218264.326056 + Penalty 5666.095907 = -13212598.230149
  nChanged 634
		SP:Iteration 26Q (3935.920000 sec): 3 clusters
  Score: Raw -13218471.978412 + Penalty 5666.095907 = -13212805.882504
  nChanged 566
		SP:Iteration 27Q (3936.210000 sec): 3 clusters
  Score: Raw -13218618.942524 + Penalty 5666.095907 = -13212952.846616
  nChanged 447
		SP:Iteration 28Q (3936.500000 sec): 3 clusters
  Score: Raw -13218716.887477 + Penalty 5666.095907 = -13213050.791570
  nChanged 344
		SP:Iteration 29Q (3936.790000 sec): 3 clusters
  Score: Raw -13218785.818558 + Penalty 5666.095907 = -13213119.722650
  nChanged 292
		SP:Iteration 30Q (3937.070000 sec): 3 clusters
  Score: Raw -13218840.123436 + Penalty 5666.095907 = -13213174.027529
  nChanged 288
		SP:Iteration 31Q (3937.360000 sec): 3 clusters
  Score: Raw -13218890.607394 + Penalty 5666.095907 = -13213224.511487
  nChanged 247
		SP:Iteration 32Q (3937.640000 sec): 3 clusters
  Score: Raw -13218928.116354 + Penalty 5666.095907 = -13213262.020447
  nChanged 221
		SP:Iteration 33Q (3937.920000 sec): 3 clusters
  Score: Raw -13218957.662413 + Penalty 5666.095907 = -13213291.566506
  nChanged 186
		SP:Iteration 34Q (3938.200000 sec): 3 clusters
  Score: Raw -13218981.801844 + Penalty 5666.095907 = -13213315.705937
  nChanged 176
		SP:Iteration 35Q (3938.480000 sec): 3 clusters
  Score: Raw -13219003.574975 + Penalty 5666.095907 = -13213337.479068
  nChanged 159
		SP:Iteration 36Q (3938.770000 sec): 3 clusters
  Score: Raw -13219022.187663 + Penalty 5666.095907 = -13213356.091756
  nChanged 154
		SP:Iteration 37Q (3939.050000 sec): 3 clusters
  Score: Raw -13219040.676394 + Penalty 5666.095907 = -13213374.580487
  nChanged 150
		SP:Iteration 38Q (3939.330000 sec): 3 clusters
  Score: Raw -13219056.310497 + Penalty 5666.095907 = -13213390.214590
  nChanged 120
		SP:Iteration 39Q (3939.610000 sec): 3 clusters
  Score: Raw -13219066.906149 + Penalty 5666.095907 = -13213400.810242
  nChanged 106
		SP:Iteration 40F (3939.950000 sec): 3 clusters
  Score: Raw -13219075.759924 + Penalty 5666.095907 = -13213409.664016
  nChanged 98
		SP:Iteration 41Q (3940.240000 sec): 3 clusters
  Score: Raw -13219084.206903 + Penalty 5666.095907 = -13213418.110995
  nChanged 76
		SP:Iteration 42Q (3940.520000 sec): 3 clusters
  Score: Raw -13219089.167452 + Penalty 5666.095907 = -13213423.071545
  nChanged 60
		SP:Iteration 43Q (3940.800000 sec): 3 clusters
  Score: Raw -13219093.173205 + Penalty 5666.095907 = -13213427.077297
  nChanged 48
		SP:Iteration 44Q (3941.090000 sec): 3 clusters
  Score: Raw -13219095.759392 + Penalty 5666.095907 = -13213429.663485
  nChanged 48
		SP:Iteration 45Q (3941.370000 sec): 3 clusters
  Score: Raw -13219098.307052 + Penalty 5666.095907 = -13213432.211144
  nChanged 48
		SP:Iteration 46Q (3941.650000 sec): 3 clusters
  Score: Raw -13219100.449752 + Penalty 5666.095907 = -13213434.353845
  nChanged 37
		SP:Iteration 47Q (3941.930000 sec): 3 clusters
  Score: Raw -13219102.096914 + Penalty 5666.095907 = -13213436.001007
  nChanged 43
		SP:Iteration 48Q (3942.210000 sec): 3 clusters
  Score: Raw -13219104.339577 + Penalty 5666.095907 = -13213438.243670
  nChanged 42
		SP:Iteration 49Q (3942.500000 sec): 3 clusters
  Score: Raw -13219106.123793 + Penalty 5666.095907 = -13213440.027885
  nChanged 31
		SP:Iteration 50Q (3942.790000 sec): 3 clusters
  Score: Raw -13219107.365737 + Penalty 5666.095907 = -13213441.269830
  nChanged 25
		SP:Iteration 51Q (3943.070000 sec): 3 clusters
  Score: Raw -13219108.240664 + Penalty 5666.095907 = -13213442.144757
  nChanged 22
		SP:Iteration 52Q (3943.350000 sec): 3 clusters
  Score: Raw -13219109.029544 + Penalty 5666.095907 = -13213442.933637
  nChanged 29
		SP:Iteration 53Q (3943.630000 sec): 3 clusters
  Score: Raw -13219110.074525 + Penalty 5666.095907 = -13213443.978618
  nChanged 26
		SP:Iteration 54Q (3943.910000 sec): 3 clusters
  Score: Raw -13219110.899164 + Penalty 5666.095907 = -13213444.803257
  nChanged 24
		SP:Iteration 55Q (3944.190000 sec): 3 clusters
  Score: Raw -13219111.683344 + Penalty 5666.095907 = -13213445.587437
  nChanged 19
		SP:Iteration 56Q (3944.480000 sec): 3 clusters
  Score: Raw -13219112.234706 + Penalty 5666.095907 = -13213446.138799
  nChanged 15
		SP:Iteration 57Q (3944.760000 sec): 3 clusters
  Score: Raw -13219112.727330 + Penalty 5666.095907 = -13213446.631422
  nChanged 9
		SP:Iteration 58Q (3945.040000 sec): 3 clusters
  Score: Raw -13219113.123373 + Penalty 5666.095907 = -13213447.027465
  nChanged 10
		SP:Iteration 59Q (3945.320000 sec): 3 clusters
  Score: Raw -13219113.374180 + Penalty 5666.095907 = -13213447.278273
  nChanged 7
		SP:Iteration 60F (3945.660000 sec): 3 clusters
  Score: Raw -13219113.583521 + Penalty 5666.095907 = -13213447.487614
  nChanged 4
		SP:Iteration 61Q (3945.940000 sec): 3 clusters
  Score: Raw -13219113.658932 + Penalty 5666.095907 = -13213447.563025
  nChanged 2
		SP:Iteration 62Q (3946.220000 sec): 3 clusters
  Score: Raw -13219113.682760 + Penalty 5666.095907 = -13213447.586853
  nChanged 2
		SP:Iteration 63Q (3946.500000 sec): 3 clusters
  Score: Raw -13219113.721047 + Penalty 5666.095907 = -13213447.625140
  nChanged 2
		SP:Iteration 64Q (3946.780000 sec): 3 clusters
  Score: Raw -13219113.752337 + Penalty 5666.095907 = -13213447.656430
  nChanged 2
		SP:Iteration 65Q (3947.060000 sec): 3 clusters
  Score: Raw -13219113.801874 + Penalty 5666.095907 = -13213447.705967
  nChanged 2
		SP:Iteration 66Q (3947.350000 sec): 3 clusters
  Score: Raw -13219113.826004 + Penalty 5666.095907 = -13213447.730097
  nChanged 1
		SP:Iteration 67Q (3947.630000 sec): 3 clusters
  Score: Raw -13219113.857372 + Penalty 5666.095907 = -13213447.761465
  nChanged 1
		SP:Iteration 68Q (3947.910000 sec): 3 clusters
  Score: Raw -13219113.886039 + Penalty 5666.095907 = -13213447.790132
  nChanged 1
		SP:Iteration 69Q (3948.190000 sec): 3 clusters
  Score: Raw -13219113.895902 + Penalty 5666.095907 = -13213447.799995
  nChanged 0
		SP:Iteration 70F (3948.530000 sec): 3 clusters
  Score: Raw -13219113.895902 + Penalty 5666.095907 = -13213447.799995
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 22.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (57595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3948.720000 sec): 2 clusters
  Score: Raw -8438685.958060 + Penalty 2718.375377 = -8435967.582683
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3948.930000 sec): 3 clusters
  Score: Raw -8402701.267967 + Penalty 5436.750755 = -8397264.517213
  nChanged 26837
		SP:Iteration 1F (3949.150000 sec): 3 clusters
  Score: Raw -8417837.807049 + Penalty 5436.750755 = -8412401.056294
  nChanged 2578
		SP:Iteration 2Q (3949.360000 sec): 3 clusters
  Score: Raw -8418714.550452 + Penalty 5436.750755 = -8413277.799697
  nChanged 2660
		SP:Iteration 3Q (3949.580000 sec): 3 clusters
  Score: Raw -8419703.331444 + Penalty 5436.750755 = -8414266.580689
  nChanged 2800
		SP:Iteration 4Q (3949.790000 sec): 3 clusters
  Score: Raw -8420866.110022 + Penalty 5436.750755 = -8415429.359268
  nChanged 2989
		SP:Iteration 5F (3950.010000 sec): 3 clusters
  Score: Raw -8422283.716215 + Penalty 5436.750755 = -8416846.965460
  nChanged 3242
		SP:Iteration 6F (3950.220000 sec): 3 clusters
  Score: Raw -8423955.421721 + Penalty 5436.750755 = -8418518.670967
  nChanged 3311
		SP:Iteration 7F (3950.430000 sec): 3 clusters
  Score: Raw -8425638.041927 + Penalty 5436.750755 = -8420201.291172
  nChanged 3140
		SP:Iteration 8F (3950.650000 sec): 3 clusters
  Score: Raw -8427072.877481 + Penalty 5436.750755 = -8421636.126726
  nChanged 2617
		SP:Iteration 9Q (3950.860000 sec): 3 clusters
  Score: Raw -8428097.476330 + Penalty 5436.750755 = -8422660.725576
  nChanged 2177
		SP:Iteration 10Q (3951.080000 sec): 3 clusters
  Score: Raw -8428845.992336 + Penalty 5436.750755 = -8423409.241581
  nChanged 1747
		SP:Iteration 11Q (3951.300000 sec): 3 clusters
  Score: Raw -8429426.694751 + Penalty 5436.750755 = -8423989.943996
  nChanged 1536
		SP:Iteration 12Q (3951.510000 sec): 3 clusters
  Score: Raw -8429944.324089 + Penalty 5436.750755 = -8424507.573334
  nChanged 1391
		SP:Iteration 13Q (3951.730000 sec): 3 clusters
  Score: Raw -8430458.287468 + Penalty 5436.750755 = -8425021.536713
  nChanged 1442
		SP:Iteration 14Q (3951.950000 sec): 3 clusters
  Score: Raw -8431054.076056 + Penalty 5436.750755 = -8425617.325302
  nChanged 1466
		SP:Iteration 15Q (3952.160000 sec): 3 clusters
  Score: Raw -8431745.542377 + Penalty 5436.750755 = -8426308.791623
  nChanged 1486
		SP:Iteration 16Q (3952.370000 sec): 3 clusters
  Score: Raw -8432526.849208 + Penalty 5436.750755 = -8427090.098453
  nChanged 1475
		SP:Iteration 17Q (3952.590000 sec): 3 clusters
  Score: Raw -8433357.986994 + Penalty 5436.750755 = -8427921.236240
  nChanged 1405
		SP:Iteration 18Q (3952.800000 sec): 3 clusters
  Score: Raw -8434147.131343 + Penalty 5436.750755 = -8428710.380589
  nChanged 1282
		SP:Iteration 19Q (3953.010000 sec): 3 clusters
  Score: Raw -8434852.870878 + Penalty 5436.750755 = -8429416.120124
  nChanged 1164
		SP:Iteration 20F (3953.220000 sec): 3 clusters
  Score: Raw -8435449.246069 + Penalty 5436.750755 = -8430012.495314
  nChanged 1007
		SP:Iteration 21Q (3953.410000 sec): 3 clusters
  Score: Raw -8435930.619944 + Penalty 5436.750755 = -8430493.869189
  nChanged 858
		SP:Iteration 22Q (3953.600000 sec): 3 clusters
  Score: Raw -8436314.340564 + Penalty 5436.750755 = -8430877.589810
  nChanged 780
		SP:Iteration 23Q (3953.790000 sec): 3 clusters
  Score: Raw -8436651.147400 + Penalty 5436.750755 = -8431214.396646
  nChanged 723
		SP:Iteration 24Q (3953.970000 sec): 3 clusters
  Score: Raw -8436959.101450 + Penalty 5436.750755 = -8431522.350696
  nChanged 665
		SP:Iteration 25Q (3954.150000 sec): 3 clusters
  Score: Raw -8437250.467818 + Penalty 5436.750755 = -8431813.717063
  nChanged 579
		SP:Iteration 26Q (3954.320000 sec): 3 clusters
  Score: Raw -8437501.552528 + Penalty 5436.750755 = -8432064.801773
  nChanged 515
		SP:Iteration 27Q (3954.490000 sec): 3 clusters
  Score: Raw -8437724.938838 + Penalty 5436.750755 = -8432288.188083
  nChanged 464
		SP:Iteration 28Q (3954.660000 sec): 3 clusters
  Score: Raw -8437929.163820 + Penalty 5436.750755 = -8432492.413065
  nChanged 389
		SP:Iteration 29Q (3954.830000 sec): 3 clusters
  Score: Raw -8438089.002872 + Penalty 5436.750755 = -8432652.252118
  nChanged 350
		SP:Iteration 30Q (3954.990000 sec): 3 clusters
  Score: Raw -8438237.940908 + Penalty 5436.750755 = -8432801.190154
  nChanged 308
		SP:Iteration 31Q (3955.160000 sec): 3 clusters
  Score: Raw -8438376.286739 + Penalty 5436.750755 = -8432939.535985
  nChanged 281
		SP:Iteration 32Q (3955.320000 sec): 3 clusters
  Score: Raw -8438502.548531 + Penalty 5436.750755 = -8433065.797776
  nChanged 229
		SP:Iteration 33Q (3955.480000 sec): 3 clusters
  Score: Raw -8438612.437170 + Penalty 5436.750755 = -8433175.686416
  nChanged 197
		SP:Iteration 34Q (3955.630000 sec): 3 clusters
  Score: Raw -8438704.865789 + Penalty 5436.750755 = -8433268.115035
  nChanged 138
		SP:Iteration 35Q (3955.790000 sec): 3 clusters
  Score: Raw -8438773.559563 + Penalty 5436.750755 = -8433336.808809
  nChanged 125
		SP:Iteration 36Q (3955.950000 sec): 3 clusters
  Score: Raw -8438831.330461 + Penalty 5436.750755 = -8433394.579707
  nChanged 101
		SP:Iteration 37Q (3956.110000 sec): 3 clusters
  Score: Raw -8438873.951504 + Penalty 5436.750755 = -8433437.200750
  nChanged 79
		SP:Iteration 38Q (3956.260000 sec): 3 clusters
  Score: Raw -8438906.356650 + Penalty 5436.750755 = -8433469.605895
  nChanged 69
		SP:Iteration 39Q (3956.410000 sec): 3 clusters
  Score: Raw -8438931.753259 + Penalty 5436.750755 = -8433495.002505
  nChanged 55
		SP:Iteration 40F (3956.620000 sec): 3 clusters
  Score: Raw -8438955.521434 + Penalty 5436.750755 = -8433518.770679
  nChanged 66
		SP:Iteration 41Q (3956.770000 sec): 3 clusters
  Score: Raw -8438984.089976 + Penalty 5436.750755 = -8433547.339222
  nChanged 60
		SP:Iteration 42Q (3956.920000 sec): 3 clusters
  Score: Raw -8439013.511111 + Penalty 5436.750755 = -8433576.760357
  nChanged 56
		SP:Iteration 43Q (3957.080000 sec): 3 clusters
  Score: Raw -8439040.054364 + Penalty 5436.750755 = -8433603.303609
  nChanged 59
		SP:Iteration 44Q (3957.230000 sec): 3 clusters
  Score: Raw -8439062.074352 + Penalty 5436.750755 = -8433625.323598
  nChanged 49
		SP:Iteration 45Q (3957.380000 sec): 3 clusters
  Score: Raw -8439080.720570 + Penalty 5436.750755 = -8433643.969816
  nChanged 56
		SP:Iteration 46Q (3957.530000 sec): 3 clusters
  Score: Raw -8439102.617665 + Penalty 5436.750755 = -8433665.866911
  nChanged 43
		SP:Iteration 47Q (3957.690000 sec): 3 clusters
  Score: Raw -8439118.887301 + Penalty 5436.750755 = -8433682.136546
  nChanged 34
		SP:Iteration 48Q (3957.840000 sec): 3 clusters
  Score: Raw -8439132.631777 + Penalty 5436.750755 = -8433695.881023
  nChanged 30
		SP:Iteration 49Q (3957.990000 sec): 3 clusters
  Score: Raw -8439145.382269 + Penalty 5436.750755 = -8433708.631514
  nChanged 27
		SP:Iteration 50Q (3958.140000 sec): 3 clusters
  Score: Raw -8439157.903483 + Penalty 5436.750755 = -8433721.152729
  nChanged 27
		SP:Iteration 51Q (3958.290000 sec): 3 clusters
  Score: Raw -8439168.960266 + Penalty 5436.750755 = -8433732.209512
  nChanged 22
		SP:Iteration 52Q (3958.440000 sec): 3 clusters
  Score: Raw -8439177.830256 + Penalty 5436.750755 = -8433741.079501
  nChanged 20
		SP:Iteration 53Q (3958.590000 sec): 3 clusters
  Score: Raw -8439184.933632 + Penalty 5436.750755 = -8433748.182877
  nChanged 20
		SP:Iteration 54Q (3958.730000 sec): 3 clusters
  Score: Raw -8439192.256464 + Penalty 5436.750755 = -8433755.505710
  nChanged 19
		SP:Iteration 55Q (3958.880000 sec): 3 clusters
  Score: Raw -8439201.466253 + Penalty 5436.750755 = -8433764.715499
  nChanged 19
		SP:Iteration 56Q (3959.030000 sec): 3 clusters
  Score: Raw -8439209.570463 + Penalty 5436.750755 = -8433772.819708
  nChanged 15
		SP:Iteration 57Q (3959.180000 sec): 3 clusters
  Score: Raw -8439217.743398 + Penalty 5436.750755 = -8433780.992643
  nChanged 17
		SP:Iteration 58Q (3959.330000 sec): 3 clusters
  Score: Raw -8439224.895124 + Penalty 5436.750755 = -8433788.144370
  nChanged 11
		SP:Iteration 59Q (3959.480000 sec): 3 clusters
  Score: Raw -8439229.750186 + Penalty 5436.750755 = -8433792.999432
  nChanged 10
		SP:Iteration 60F (3959.690000 sec): 3 clusters
  Score: Raw -8439233.631674 + Penalty 5436.750755 = -8433796.880919
  nChanged 8
		SP:Iteration 61Q (3959.830000 sec): 3 clusters
  Score: Raw -8439237.579916 + Penalty 5436.750755 = -8433800.829162
  nChanged 14
		SP:Iteration 62Q (3959.980000 sec): 3 clusters
  Score: Raw -8439245.361228 + Penalty 5436.750755 = -8433808.610473
  nChanged 10
		SP:Iteration 63Q (3960.130000 sec): 3 clusters
  Score: Raw -8439249.760348 + Penalty 5436.750755 = -8433813.009593
  nChanged 15
		SP:Iteration 64Q (3960.280000 sec): 3 clusters
  Score: Raw -8439254.537254 + Penalty 5436.750755 = -8433817.786499
  nChanged 7
		SP:Iteration 65Q (3960.430000 sec): 3 clusters
  Score: Raw -8439256.552483 + Penalty 5436.750755 = -8433819.801728
  nChanged 9
		SP:Iteration 66Q (3960.570000 sec): 3 clusters
  Score: Raw -8439259.013239 + Penalty 5436.750755 = -8433822.262485
  nChanged 2
		SP:Iteration 67Q (3960.720000 sec): 3 clusters
  Score: Raw -8439259.733262 + Penalty 5436.750755 = -8433822.982508
  nChanged 3
		SP:Iteration 68Q (3960.870000 sec): 3 clusters
  Score: Raw -8439260.536891 + Penalty 5436.750755 = -8433823.786136
  nChanged 1
		SP:Iteration 69Q (3961.020000 sec): 3 clusters
  Score: Raw -8439260.748014 + Penalty 5436.750755 = -8433823.997260
  nChanged 1
		SP:Iteration 70Q (3961.170000 sec): 3 clusters
  Score: Raw -8439260.847980 + Penalty 5436.750755 = -8433824.097226
  nChanged 0
		SP:Iteration 71F (3961.370000 sec): 3 clusters
  Score: Raw -8439260.847980 + Penalty 5436.750755 = -8433824.097226
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (3722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3961.410000 sec): 2 clusters
  Score: Raw -522082.777177 + Penalty 2039.060076 = -520043.717100
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3961.430000 sec): 3 clusters
  Score: Raw -520405.480780 + Penalty 4078.120153 = -516327.360627
  nChanged 1304
		SP:Iteration 1F (3961.440000 sec): 3 clusters
  Score: Raw -521211.384949 + Penalty 4078.120153 = -517133.264797
  nChanged 273
		SP:Iteration 2F (3961.450000 sec): 3 clusters
  Score: Raw -521372.435843 + Penalty 4078.120153 = -517294.315690
  nChanged 162
		SP:Iteration 3Q (3961.470000 sec): 3 clusters
  Score: Raw -521467.114234 + Penalty 4078.120153 = -517388.994081
  nChanged 116
		SP:Iteration 4Q (3961.480000 sec): 3 clusters
  Score: Raw -521532.237827 + Penalty 4078.120153 = -517454.117675
  nChanged 101
		SP:Iteration 5Q (3961.490000 sec): 3 clusters
  Score: Raw -521586.427683 + Penalty 4078.120153 = -517508.307530
  nChanged 79
		SP:Iteration 6Q (3961.510000 sec): 3 clusters
  Score: Raw -521622.012019 + Penalty 4078.120153 = -517543.891866
  nChanged 55
		SP:Iteration 7Q (3961.520000 sec): 3 clusters
  Score: Raw -521648.823209 + Penalty 4078.120153 = -517570.703056
  nChanged 50
		SP:Iteration 8Q (3961.530000 sec): 3 clusters
  Score: Raw -521669.596522 + Penalty 4078.120153 = -517591.476370
  nChanged 39
		SP:Iteration 9Q (3961.550000 sec): 3 clusters
  Score: Raw -521687.494058 + Penalty 4078.120153 = -517609.373905
  nChanged 33
		SP:Iteration 10Q (3961.560000 sec): 3 clusters
  Score: Raw -521701.051619 + Penalty 4078.120153 = -517622.931466
  nChanged 28
		SP:Iteration 11Q (3961.570000 sec): 3 clusters
  Score: Raw -521711.536487 + Penalty 4078.120153 = -517633.416335
  nChanged 20
		SP:Iteration 12Q (3961.590000 sec): 3 clusters
  Score: Raw -521722.290283 + Penalty 4078.120153 = -517644.170131
  nChanged 27
		SP:Iteration 13Q (3961.600000 sec): 3 clusters
  Score: Raw -521735.615231 + Penalty 4078.120153 = -517657.495078
  nChanged 29
		SP:Iteration 14Q (3961.610000 sec): 3 clusters
  Score: Raw -521748.576407 + Penalty 4078.120153 = -517670.456255
  nChanged 27
		SP:Iteration 15Q (3961.630000 sec): 3 clusters
  Score: Raw -521758.499636 + Penalty 4078.120153 = -517680.379483
  nChanged 20
		SP:Iteration 16Q (3961.640000 sec): 3 clusters
  Score: Raw -521764.715131 + Penalty 4078.120153 = -517686.594978
  nChanged 12
		SP:Iteration 17Q (3961.650000 sec): 3 clusters
  Score: Raw -521768.170313 + Penalty 4078.120153 = -517690.050160
  nChanged 8
		SP:Iteration 18Q (3961.670000 sec): 3 clusters
  Score: Raw -521771.231420 + Penalty 4078.120153 = -517693.111267
  nChanged 8
		SP:Iteration 19Q (3961.680000 sec): 3 clusters
  Score: Raw -521773.761686 + Penalty 4078.120153 = -517695.641533
  nChanged 11
		SP:Iteration 20F (3961.690000 sec): 3 clusters
  Score: Raw -521778.351327 + Penalty 4078.120153 = -517700.231175
  nChanged 19
		SP:Iteration 21Q (3961.710000 sec): 3 clusters
  Score: Raw -521785.397360 + Penalty 4078.120153 = -517707.277207
  nChanged 19
		SP:Iteration 22Q (3961.720000 sec): 3 clusters
  Score: Raw -521793.424139 + Penalty 4078.120153 = -517715.303986
  nChanged 25
		SP:Iteration 23Q (3961.730000 sec): 3 clusters
  Score: Raw -521803.244406 + Penalty 4078.120153 = -517725.124254
  nChanged 21
		SP:Iteration 24Q (3961.750000 sec): 3 clusters
  Score: Raw -521812.037578 + Penalty 4078.120153 = -517733.917425
  nChanged 23
		SP:Iteration 25Q (3961.760000 sec): 3 clusters
  Score: Raw -521822.312444 + Penalty 4078.120153 = -517744.192291
  nChanged 25
		SP:Iteration 26Q (3961.770000 sec): 3 clusters
  Score: Raw -521831.619215 + Penalty 4078.120153 = -517753.499062
  nChanged 19
		SP:Iteration 27Q (3961.790000 sec): 3 clusters
  Score: Raw -521838.711737 + Penalty 4078.120153 = -517760.591584
  nChanged 15
		SP:Iteration 28Q (3961.800000 sec): 3 clusters
  Score: Raw -521845.854205 + Penalty 4078.120153 = -517767.734052
  nChanged 21
		SP:Iteration 29Q (3961.810000 sec): 3 clusters
  Score: Raw -521855.320844 + Penalty 4078.120153 = -517777.200692
  nChanged 18
		SP:Iteration 30Q (3961.830000 sec): 3 clusters
  Score: Raw -521865.266142 + Penalty 4078.120153 = -517787.145989
  nChanged 28
		SP:Iteration 31Q (3961.840000 sec): 3 clusters
  Score: Raw -521879.772284 + Penalty 4078.120153 = -517801.652131
  nChanged 27
		SP:Iteration 32Q (3961.850000 sec): 3 clusters
  Score: Raw -521891.532581 + Penalty 4078.120153 = -517813.412428
  nChanged 24
		SP:Iteration 33Q (3961.870000 sec): 3 clusters
  Score: Raw -521904.306024 + Penalty 4078.120153 = -517826.185871
  nChanged 31
		SP:Iteration 34Q (3961.880000 sec): 3 clusters
  Score: Raw -521922.222961 + Penalty 4078.120153 = -517844.102808
  nChanged 31
		SP:Iteration 35Q (3961.890000 sec): 3 clusters
  Score: Raw -521943.318002 + Penalty 4078.120153 = -517865.197849
  nChanged 33
		SP:Iteration 36Q (3961.910000 sec): 3 clusters
  Score: Raw -521963.768014 + Penalty 4078.120153 = -517885.647861
  nChanged 31
		SP:Iteration 37Q (3961.920000 sec): 3 clusters
  Score: Raw -521983.533519 + Penalty 4078.120153 = -517905.413366
  nChanged 38
		SP:Iteration 38Q (3961.930000 sec): 3 clusters
  Score: Raw -522009.174578 + Penalty 4078.120153 = -517931.054425
  nChanged 48
		SP:Iteration 39Q (3961.950000 sec): 3 clusters
  Score: Raw -522042.713459 + Penalty 4078.120153 = -517964.593306
  nChanged 52
		SP:Iteration 40F (3961.960000 sec): 3 clusters
  Score: Raw -522079.335606 + Penalty 4078.120153 = -518001.215453
  nChanged 53
		SP:Iteration 41Q (3961.970000 sec): 3 clusters
  Score: Raw -522113.466579 + Penalty 4078.120153 = -518035.346426
  nChanged 42
		SP:Iteration 42Q (3961.990000 sec): 3 clusters
  Score: Raw -522144.716281 + Penalty 4078.120153 = -518066.596128
  nChanged 33
		SP:Iteration 43Q (3962.000000 sec): 3 clusters
  Score: Raw -522173.627992 + Penalty 4078.120153 = -518095.507839
  nChanged 52
		SP:Iteration 44Q (3962.010000 sec): 3 clusters
  Score: Raw -522221.767914 + Penalty 4078.120153 = -518143.647761
  nChanged 45
		SP:Iteration 45Q (3962.030000 sec): 3 clusters
  Score: Raw -522252.300247 + Penalty 4078.120153 = -518174.180094
  nChanged 38
		SP:Iteration 46Q (3962.040000 sec): 3 clusters
  Score: Raw -522275.770161 + Penalty 4078.120153 = -518197.650008
  nChanged 26
		SP:Iteration 47Q (3962.050000 sec): 3 clusters
  Score: Raw -522302.252279 + Penalty 4078.120153 = -518224.132126
  nChanged 33
		SP:Iteration 48Q (3962.060000 sec): 3 clusters
  Score: Raw -522323.167246 + Penalty 4078.120153 = -518245.047094
  nChanged 23
		SP:Iteration 49Q (3962.070000 sec): 3 clusters
  Score: Raw -522338.100745 + Penalty 4078.120153 = -518259.980592
  nChanged 26
		SP:Iteration 50Q (3962.090000 sec): 3 clusters
  Score: Raw -522356.373218 + Penalty 4078.120153 = -518278.253065
  nChanged 26
		SP:Iteration 51Q (3962.100000 sec): 3 clusters
  Score: Raw -522375.737483 + Penalty 4078.120153 = -518297.617330
  nChanged 26
		SP:Iteration 52Q (3962.110000 sec): 3 clusters
  Score: Raw -522396.507522 + Penalty 4078.120153 = -518318.387369
  nChanged 28
		SP:Iteration 53Q (3962.120000 sec): 3 clusters
  Score: Raw -522419.451560 + Penalty 4078.120153 = -518341.331407
  nChanged 30
		SP:Iteration 54Q (3962.130000 sec): 3 clusters
  Score: Raw -522441.701598 + Penalty 4078.120153 = -518363.581446
  nChanged 24
		SP:Iteration 55Q (3962.150000 sec): 3 clusters
  Score: Raw -522457.523091 + Penalty 4078.120153 = -518379.402938
  nChanged 26
		SP:Iteration 56Q (3962.160000 sec): 3 clusters
  Score: Raw -522474.298154 + Penalty 4078.120153 = -518396.178001
  nChanged 27
		SP:Iteration 57Q (3962.170000 sec): 3 clusters
  Score: Raw -522496.748063 + Penalty 4078.120153 = -518418.627910
  nChanged 39
		SP:Iteration 58Q (3962.180000 sec): 3 clusters
  Score: Raw -522538.348238 + Penalty 4078.120153 = -518460.228085
  nChanged 47
		SP:Iteration 59Q (3962.190000 sec): 3 clusters
  Score: Raw -522580.211287 + Penalty 4078.120153 = -518502.091134
  nChanged 42
		SP:Iteration 60F (3962.210000 sec): 3 clusters
  Score: Raw -522617.514493 + Penalty 4078.120153 = -518539.394340
  nChanged 38
		SP:Iteration 61Q (3962.220000 sec): 3 clusters
  Score: Raw -522649.263553 + Penalty 4078.120153 = -518571.143400
  nChanged 41
		SP:Iteration 62Q (3962.230000 sec): 3 clusters
  Score: Raw -522686.876189 + Penalty 4078.120153 = -518608.756036
  nChanged 46
		SP:Iteration 63Q (3962.240000 sec): 3 clusters
  Score: Raw -522729.729142 + Penalty 4078.120153 = -518651.608989
  nChanged 41
		SP:Iteration 64Q (3962.250000 sec): 3 clusters
  Score: Raw -522768.132568 + Penalty 4078.120153 = -518690.012415
  nChanged 39
		SP:Iteration 65Q (3962.270000 sec): 3 clusters
  Score: Raw -522799.575422 + Penalty 4078.120153 = -518721.455269
  nChanged 38
		SP:Iteration 66Q (3962.280000 sec): 3 clusters
  Score: Raw -522824.745934 + Penalty 4078.120153 = -518746.625781
  nChanged 24
		SP:Iteration 67Q (3962.290000 sec): 3 clusters
  Score: Raw -522841.519070 + Penalty 4078.120153 = -518763.398918
  nChanged 19
		SP:Iteration 68Q (3962.300000 sec): 3 clusters
  Score: Raw -522855.725781 + Penalty 4078.120153 = -518777.605628
  nChanged 17
		SP:Iteration 69Q (3962.310000 sec): 3 clusters
  Score: Raw -522867.796558 + Penalty 4078.120153 = -518789.676405
  nChanged 11
		SP:Iteration 70Q (3962.320000 sec): 3 clusters
  Score: Raw -522872.424944 + Penalty 4078.120153 = -518794.304791
  nChanged 8
		SP:Iteration 71Q (3962.330000 sec): 3 clusters
  Score: Raw -522877.188346 + Penalty 4078.120153 = -518799.068193
  nChanged 4
		SP:Iteration 72Q (3962.350000 sec): 3 clusters
  Score: Raw -522880.184579 + Penalty 4078.120153 = -518802.064426
  nChanged 2
		SP:Iteration 73Q (3962.360000 sec): 3 clusters
  Score: Raw -522881.228548 + Penalty 4078.120153 = -518803.108395
  nChanged 1
		SP:Iteration 74Q (3962.370000 sec): 3 clusters
  Score: Raw -522881.696072 + Penalty 4078.120153 = -518803.575919
  nChanged 3
		SP:Iteration 75Q (3962.380000 sec): 3 clusters
  Score: Raw -522883.578477 + Penalty 4078.120153 = -518805.458324
  nChanged 2
		SP:Iteration 76Q (3962.390000 sec): 3 clusters
  Score: Raw -522884.940280 + Penalty 4078.120153 = -518806.820127
  nChanged 2
		SP:Iteration 77Q (3962.400000 sec): 3 clusters
  Score: Raw -522885.736907 + Penalty 4078.120153 = -518807.616754
  nChanged 1
		SP:Iteration 78Q (3962.410000 sec): 3 clusters
  Score: Raw -522886.614413 + Penalty 4078.120153 = -518808.494260
  nChanged 1
		SP:Iteration 79Q (3962.430000 sec): 3 clusters
  Score: Raw -522886.840632 + Penalty 4078.120153 = -518808.720479
  nChanged 2
		SP:Iteration 80F (3962.440000 sec): 3 clusters
  Score: Raw -522887.460433 + Penalty 4078.120153 = -518809.340280
  nChanged 1
		SP:Iteration 81Q (3962.450000 sec): 3 clusters
  Score: Raw -522888.030474 + Penalty 4078.120153 = -518809.910321
  nChanged 1
		SP:Iteration 82Q (3962.460000 sec): 3 clusters
  Score: Raw -522888.613523 + Penalty 4078.120153 = -518810.493370
  nChanged 2
		SP:Iteration 83Q (3962.470000 sec): 3 clusters
  Score: Raw -522889.552479 + Penalty 4078.120153 = -518811.432326
  nChanged 1
		SP:Iteration 84Q (3962.490000 sec): 3 clusters
  Score: Raw -522889.900736 + Penalty 4078.120153 = -518811.780583
  nChanged 1
		SP:Iteration 85Q (3962.490000 sec): 3 clusters
  Score: Raw -522890.651395 + Penalty 4078.120153 = -518812.531242
  nChanged 2
		SP:Iteration 86Q (3962.510000 sec): 3 clusters
  Score: Raw -522891.253041 + Penalty 4078.120153 = -518813.132888
  nChanged 1
		SP:Iteration 87Q (3962.520000 sec): 3 clusters
  Score: Raw -522891.911904 + Penalty 4078.120153 = -518813.791751
  nChanged 0
		SP:Iteration 88F (3962.530000 sec): 3 clusters
  Score: Raw -522891.911904 + Penalty 4078.120153 = -518813.791751
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (2088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3962.540000 sec): 2 clusters
  Score: Raw -279211.497539 + Penalty 1895.702563 = -277315.794976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3962.550000 sec): 3 clusters
  Score: Raw -278635.734363 + Penalty 3791.405127 = -274844.329236
  nChanged 736
		SP:Iteration 1F (3962.560000 sec): 3 clusters
  Score: Raw -280200.896917 + Penalty 3791.405127 = -276409.491791
  nChanged 389
		SP:Iteration 2F (3962.560000 sec): 3 clusters
  Score: Raw -281829.802494 + Penalty 3791.405127 = -278038.397367
  nChanged 212
		SP:Iteration 3F (3962.570000 sec): 3 clusters
  Score: Raw -282532.343953 + Penalty 3791.405127 = -278740.938826
  nChanged 87
		SP:Iteration 4Q (3962.580000 sec): 3 clusters
  Score: Raw -282684.103144 + Penalty 3791.405127 = -278892.698017
  nChanged 29
		SP:Iteration 5Q (3962.580000 sec): 3 clusters
  Score: Raw -282764.838921 + Penalty 3791.405127 = -278973.433794
  nChanged 14
		SP:Iteration 6Q (3962.590000 sec): 3 clusters
  Score: Raw -282885.345154 + Penalty 3791.405127 = -279093.940028
  nChanged 12
		SP:Iteration 7Q (3962.590000 sec): 3 clusters
  Score: Raw -282995.151885 + Penalty 3791.405127 = -279203.746759
  nChanged 6
		SP:Iteration 8Q (3962.600000 sec): 3 clusters
  Score: Raw -283001.708523 + Penalty 3791.405127 = -279210.303397
  nChanged 3
		SP:Iteration 9Q (3962.610000 sec): 3 clusters
  Score: Raw -283004.849328 + Penalty 3791.405127 = -279213.444202
  nChanged 2
		SP:Iteration 10Q (3962.610000 sec): 3 clusters
  Score: Raw -283006.193711 + Penalty 3791.405127 = -279214.788584
  nChanged 0
		SP:Iteration 11F (3962.620000 sec): 3 clusters
  Score: Raw -283006.193711 + Penalty 3791.405127 = -279214.788584
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 23.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (35055 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3962.740000 sec): 2 clusters
  Score: Raw -5255597.260587 + Penalty 2595.239037 = -5253002.021550
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3962.870000 sec): 3 clusters
  Score: Raw -5234329.586042 + Penalty 5190.478074 = -5229139.107968
  nChanged 15869
		SP:Iteration 1F (3963.000000 sec): 3 clusters
  Score: Raw -5243089.225203 + Penalty 5190.478074 = -5237898.747130
  nChanged 1755
		SP:Iteration 2F (3963.130000 sec): 3 clusters
  Score: Raw -5243819.046166 + Penalty 5190.478074 = -5238628.568092
  nChanged 1690
		SP:Iteration 3Q (3963.260000 sec): 3 clusters
  Score: Raw -5244569.797288 + Penalty 5190.478074 = -5239379.319215
  nChanged 1628
		SP:Iteration 4Q (3963.390000 sec): 3 clusters
  Score: Raw -5245334.989599 + Penalty 5190.478074 = -5240144.511525
  nChanged 1650
		SP:Iteration 5Q (3963.520000 sec): 3 clusters
  Score: Raw -5246093.140453 + Penalty 5190.478074 = -5240902.662380
  nChanged 1546
		SP:Iteration 6Q (3963.650000 sec): 3 clusters
  Score: Raw -5246842.437952 + Penalty 5190.478074 = -5241651.959878
  nChanged 1510
		SP:Iteration 7Q (3963.790000 sec): 3 clusters
  Score: Raw -5247582.716216 + Penalty 5190.478074 = -5242392.238142
  nChanged 1547
		SP:Iteration 8Q (3963.910000 sec): 3 clusters
  Score: Raw -5248404.648516 + Penalty 5190.478074 = -5243214.170442
  nChanged 1614
		SP:Iteration 9Q (3964.040000 sec): 3 clusters
  Score: Raw -5249363.957261 + Penalty 5190.478074 = -5244173.479188
  nChanged 1649
		SP:Iteration 10Q (3964.170000 sec): 3 clusters
  Score: Raw -5250505.863870 + Penalty 5190.478074 = -5245315.385797
  nChanged 1634
		SP:Iteration 11Q (3964.300000 sec): 3 clusters
  Score: Raw -5251782.240251 + Penalty 5190.478074 = -5246591.762178
  nChanged 1461
		SP:Iteration 12Q (3964.420000 sec): 3 clusters
  Score: Raw -5252968.545482 + Penalty 5190.478074 = -5247778.067409
  nChanged 1119
		SP:Iteration 13Q (3964.540000 sec): 3 clusters
  Score: Raw -5253826.052951 + Penalty 5190.478074 = -5248635.574877
  nChanged 770
		SP:Iteration 14Q (3964.650000 sec): 3 clusters
  Score: Raw -5254360.181034 + Penalty 5190.478074 = -5249169.702961
  nChanged 576
		SP:Iteration 15Q (3964.760000 sec): 3 clusters
  Score: Raw -5254717.347586 + Penalty 5190.478074 = -5249526.869512
  nChanged 454
		SP:Iteration 16Q (3964.860000 sec): 3 clusters
  Score: Raw -5255000.821694 + Penalty 5190.478074 = -5249810.343620
  nChanged 354
		SP:Iteration 17Q (3964.960000 sec): 3 clusters
  Score: Raw -5255203.063241 + Penalty 5190.478074 = -5250012.585167
  nChanged 289
		SP:Iteration 18Q (3965.060000 sec): 3 clusters
  Score: Raw -5255371.809861 + Penalty 5190.478074 = -5250181.331787
  nChanged 225
		SP:Iteration 19Q (3965.160000 sec): 3 clusters
  Score: Raw -5255510.242670 + Penalty 5190.478074 = -5250319.764597
  nChanged 157
		SP:Iteration 20F (3965.290000 sec): 3 clusters
  Score: Raw -5255601.754460 + Penalty 5190.478074 = -5250411.276386
  nChanged 133
		SP:Iteration 21Q (3965.380000 sec): 3 clusters
  Score: Raw -5255673.522239 + Penalty 5190.478074 = -5250483.044166
  nChanged 77
		SP:Iteration 22Q (3965.480000 sec): 3 clusters
  Score: Raw -5255715.744566 + Penalty 5190.478074 = -5250525.266493
  nChanged 64
		SP:Iteration 23Q (3965.570000 sec): 3 clusters
  Score: Raw -5255749.737844 + Penalty 5190.478074 = -5250559.259770
  nChanged 62
		SP:Iteration 24Q (3965.670000 sec): 3 clusters
  Score: Raw -5255786.415568 + Penalty 5190.478074 = -5250595.937494
  nChanged 48
		SP:Iteration 25Q (3965.760000 sec): 3 clusters
  Score: Raw -5255818.740679 + Penalty 5190.478074 = -5250628.262606
  nChanged 48
		SP:Iteration 26Q (3965.850000 sec): 3 clusters
  Score: Raw -5255844.994109 + Penalty 5190.478074 = -5250654.516035
  nChanged 44
		SP:Iteration 27Q (3965.950000 sec): 3 clusters
  Score: Raw -5255867.700737 + Penalty 5190.478074 = -5250677.222663
  nChanged 34
		SP:Iteration 28Q (3966.040000 sec): 3 clusters
  Score: Raw -5255884.329251 + Penalty 5190.478074 = -5250693.851178
  nChanged 27
		SP:Iteration 29Q (3966.130000 sec): 3 clusters
  Score: Raw -5255898.442269 + Penalty 5190.478074 = -5250707.964196
  nChanged 17
		SP:Iteration 30Q (3966.220000 sec): 3 clusters
  Score: Raw -5255908.170139 + Penalty 5190.478074 = -5250717.692066
  nChanged 15
		SP:Iteration 31Q (3966.310000 sec): 3 clusters
  Score: Raw -5255916.232293 + Penalty 5190.478074 = -5250725.754219
  nChanged 15
		SP:Iteration 32Q (3966.410000 sec): 3 clusters
  Score: Raw -5255924.203029 + Penalty 5190.478074 = -5250733.724955
  nChanged 12
		SP:Iteration 33Q (3966.500000 sec): 3 clusters
  Score: Raw -5255932.330360 + Penalty 5190.478074 = -5250741.852287
  nChanged 16
		SP:Iteration 34Q (3966.590000 sec): 3 clusters
  Score: Raw -5255942.811739 + Penalty 5190.478074 = -5250752.333666
  nChanged 16
		SP:Iteration 35Q (3966.680000 sec): 3 clusters
  Score: Raw -5255952.145354 + Penalty 5190.478074 = -5250761.667280
  nChanged 14
		SP:Iteration 36Q (3966.770000 sec): 3 clusters
  Score: Raw -5255960.830231 + Penalty 5190.478074 = -5250770.352158
  nChanged 13
		SP:Iteration 37Q (3966.860000 sec): 3 clusters
  Score: Raw -5255969.589602 + Penalty 5190.478074 = -5250779.111528
  nChanged 13
		SP:Iteration 38Q (3966.950000 sec): 3 clusters
  Score: Raw -5255981.147772 + Penalty 5190.478074 = -5250790.669698
  nChanged 13
		SP:Iteration 39Q (3967.050000 sec): 3 clusters
  Score: Raw -5255989.026082 + Penalty 5190.478074 = -5250798.548009
  nChanged 9
		SP:Iteration 40F (3967.170000 sec): 3 clusters
  Score: Raw -5255993.328592 + Penalty 5190.478074 = -5250802.850519
  nChanged 3
		SP:Iteration 41Q (3967.260000 sec): 3 clusters
  Score: Raw -5255995.186513 + Penalty 5190.478074 = -5250804.708440
  nChanged 6
		SP:Iteration 42Q (3967.350000 sec): 3 clusters
  Score: Raw -5255999.683762 + Penalty 5190.478074 = -5250809.205689
  nChanged 5
		SP:Iteration 43Q (3967.450000 sec): 3 clusters
  Score: Raw -5256002.417156 + Penalty 5190.478074 = -5250811.939083
  nChanged 2
		SP:Iteration 44Q (3967.540000 sec): 3 clusters
  Score: Raw -5256004.503198 + Penalty 5190.478074 = -5250814.025124
  nChanged 2
		SP:Iteration 45Q (3967.630000 sec): 3 clusters
  Score: Raw -5256005.640412 + Penalty 5190.478074 = -5250815.162338
  nChanged 2
		SP:Iteration 46Q (3967.720000 sec): 3 clusters
  Score: Raw -5256006.499191 + Penalty 5190.478074 = -5250816.021117
  nChanged 1
		SP:Iteration 47Q (3967.810000 sec): 3 clusters
  Score: Raw -5256006.850206 + Penalty 5190.478074 = -5250816.372133
  nChanged 1
		SP:Iteration 48Q (3967.900000 sec): 3 clusters
  Score: Raw -5256007.439681 + Penalty 5190.478074 = -5250816.961607
  nChanged 0
		SP:Iteration 49F (3968.030000 sec): 3 clusters
  Score: Raw -5256007.439681 + Penalty 5190.478074 = -5250816.961607
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (21659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3968.100000 sec): 2 clusters
  Score: Raw -3063377.155095 + Penalty 2475.827735 = -3060901.327360
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3968.180000 sec): 3 clusters
  Score: Raw -3050727.295317 + Penalty 4951.655470 = -3045775.639846
  nChanged 9554
		SP:Iteration 1F (3968.260000 sec): 3 clusters
  Score: Raw -3055903.682020 + Penalty 4951.655470 = -3050952.026549
  nChanged 1195
		SP:Iteration 2F (3968.340000 sec): 3 clusters
  Score: Raw -3056357.063750 + Penalty 4951.655470 = -3051405.408280
  nChanged 1010
		SP:Iteration 3Q (3968.420000 sec): 3 clusters
  Score: Raw -3056718.742096 + Penalty 4951.655470 = -3051767.086626
  nChanged 910
		SP:Iteration 4Q (3968.500000 sec): 3 clusters
  Score: Raw -3057039.772578 + Penalty 4951.655470 = -3052088.117108
  nChanged 843
		SP:Iteration 5Q (3968.580000 sec): 3 clusters
  Score: Raw -3057340.285633 + Penalty 4951.655470 = -3052388.630163
  nChanged 754
		SP:Iteration 6Q (3968.660000 sec): 3 clusters
  Score: Raw -3057593.772328 + Penalty 4951.655470 = -3052642.116858
  nChanged 726
		SP:Iteration 7Q (3968.740000 sec): 3 clusters
  Score: Raw -3057856.896632 + Penalty 4951.655470 = -3052905.241161
  nChanged 716
		SP:Iteration 8Q (3968.830000 sec): 3 clusters
  Score: Raw -3058102.280699 + Penalty 4951.655470 = -3053150.625229
  nChanged 668
		SP:Iteration 9Q (3968.910000 sec): 3 clusters
  Score: Raw -3058338.542045 + Penalty 4951.655470 = -3053386.886575
  nChanged 673
		SP:Iteration 10Q (3968.990000 sec): 3 clusters
  Score: Raw -3058606.987336 + Penalty 4951.655470 = -3053655.331866
  nChanged 699
		SP:Iteration 11Q (3969.070000 sec): 3 clusters
  Score: Raw -3058938.315696 + Penalty 4951.655470 = -3053986.660226
  nChanged 792
		SP:Iteration 12Q (3969.150000 sec): 3 clusters
  Score: Raw -3059362.851395 + Penalty 4951.655470 = -3054411.195925
  nChanged 845
		SP:Iteration 13Q (3969.230000 sec): 3 clusters
  Score: Raw -3059879.333198 + Penalty 4951.655470 = -3054927.677728
  nChanged 896
		SP:Iteration 14Q (3969.310000 sec): 3 clusters
  Score: Raw -3060439.153153 + Penalty 4951.655470 = -3055487.497683
  nChanged 827
		SP:Iteration 15Q (3969.390000 sec): 3 clusters
  Score: Raw -3060906.728349 + Penalty 4951.655470 = -3055955.072879
  nChanged 669
		SP:Iteration 16Q (3969.470000 sec): 3 clusters
  Score: Raw -3061206.254997 + Penalty 4951.655470 = -3056254.599527
  nChanged 484
		SP:Iteration 17Q (3969.550000 sec): 3 clusters
  Score: Raw -3061357.073636 + Penalty 4951.655470 = -3056405.418165
  nChanged 347
		SP:Iteration 18Q (3969.620000 sec): 3 clusters
  Score: Raw -3061449.247057 + Penalty 4951.655470 = -3056497.591586
  nChanged 269
		SP:Iteration 19Q (3969.700000 sec): 3 clusters
  Score: Raw -3061519.289156 + Penalty 4951.655470 = -3056567.633686
  nChanged 232
		SP:Iteration 20F (3969.770000 sec): 3 clusters
  Score: Raw -3061573.367138 + Penalty 4951.655470 = -3056621.711667
  nChanged 184
		SP:Iteration 21Q (3969.850000 sec): 3 clusters
  Score: Raw -3061616.561431 + Penalty 4951.655470 = -3056664.905961
  nChanged 172
		SP:Iteration 22Q (3969.930000 sec): 3 clusters
  Score: Raw -3061647.193155 + Penalty 4951.655470 = -3056695.537685
  nChanged 132
		SP:Iteration 23Q (3970.000000 sec): 3 clusters
  Score: Raw -3061670.346966 + Penalty 4951.655470 = -3056718.691496
  nChanged 132
		SP:Iteration 24Q (3970.080000 sec): 3 clusters
  Score: Raw -3061693.738953 + Penalty 4951.655470 = -3056742.083483
  nChanged 125
		SP:Iteration 25Q (3970.150000 sec): 3 clusters
  Score: Raw -3061713.938744 + Penalty 4951.655470 = -3056762.283274
  nChanged 102
		SP:Iteration 26Q (3970.230000 sec): 3 clusters
  Score: Raw -3061733.509086 + Penalty 4951.655470 = -3056781.853616
  nChanged 112
		SP:Iteration 27Q (3970.300000 sec): 3 clusters
  Score: Raw -3061750.579048 + Penalty 4951.655470 = -3056798.923578
  nChanged 102
		SP:Iteration 28Q (3970.380000 sec): 3 clusters
  Score: Raw -3061765.150205 + Penalty 4951.655470 = -3056813.494735
  nChanged 84
		SP:Iteration 29Q (3970.450000 sec): 3 clusters
  Score: Raw -3061777.953990 + Penalty 4951.655470 = -3056826.298520
  nChanged 86
		SP:Iteration 30Q (3970.530000 sec): 3 clusters
  Score: Raw -3061789.709142 + Penalty 4951.655470 = -3056838.053672
  nChanged 71
		SP:Iteration 31Q (3970.600000 sec): 3 clusters
  Score: Raw -3061798.066154 + Penalty 4951.655470 = -3056846.410683
  nChanged 74
		SP:Iteration 32Q (3970.670000 sec): 3 clusters
  Score: Raw -3061807.230330 + Penalty 4951.655470 = -3056855.574860
  nChanged 79
		SP:Iteration 33Q (3970.750000 sec): 3 clusters
  Score: Raw -3061819.688238 + Penalty 4951.655470 = -3056868.032768
  nChanged 81
		SP:Iteration 34Q (3970.830000 sec): 3 clusters
  Score: Raw -3061831.787273 + Penalty 4951.655470 = -3056880.131803
  nChanged 83
		SP:Iteration 35Q (3970.900000 sec): 3 clusters
  Score: Raw -3061844.631190 + Penalty 4951.655470 = -3056892.975719
  nChanged 99
		SP:Iteration 36Q (3970.980000 sec): 3 clusters
  Score: Raw -3061857.471898 + Penalty 4951.655470 = -3056905.816428
  nChanged 82
		SP:Iteration 37Q (3971.050000 sec): 3 clusters
  Score: Raw -3061869.775728 + Penalty 4951.655470 = -3056918.120258
  nChanged 71
		SP:Iteration 38Q (3971.130000 sec): 3 clusters
  Score: Raw -3061879.709327 + Penalty 4951.655470 = -3056928.053857
  nChanged 74
		SP:Iteration 39Q (3971.210000 sec): 3 clusters
  Score: Raw -3061889.860545 + Penalty 4951.655470 = -3056938.205075
  nChanged 74
		SP:Iteration 40F (3971.280000 sec): 3 clusters
  Score: Raw -3061899.207126 + Penalty 4951.655470 = -3056947.551655
  nChanged 66
		SP:Iteration 41Q (3971.360000 sec): 3 clusters
  Score: Raw -3061907.535368 + Penalty 4951.655470 = -3056955.879897
  nChanged 65
		SP:Iteration 42Q (3971.430000 sec): 3 clusters
  Score: Raw -3061916.013576 + Penalty 4951.655470 = -3056964.358105
  nChanged 64
		SP:Iteration 43Q (3971.510000 sec): 3 clusters
  Score: Raw -3061923.807103 + Penalty 4951.655470 = -3056972.151632
  nChanged 53
		SP:Iteration 44Q (3971.580000 sec): 3 clusters
  Score: Raw -3061929.998254 + Penalty 4951.655470 = -3056978.342783
  nChanged 46
		SP:Iteration 45Q (3971.650000 sec): 3 clusters
  Score: Raw -3061935.303553 + Penalty 4951.655470 = -3056983.648082
  nChanged 49
		SP:Iteration 46Q (3971.730000 sec): 3 clusters
  Score: Raw -3061940.615993 + Penalty 4951.655470 = -3056988.960523
  nChanged 51
		SP:Iteration 47Q (3971.800000 sec): 3 clusters
  Score: Raw -3061945.513590 + Penalty 4951.655470 = -3056993.858120
  nChanged 28
		SP:Iteration 48Q (3971.880000 sec): 3 clusters
  Score: Raw -3061947.977456 + Penalty 4951.655470 = -3056996.321985
  nChanged 21
		SP:Iteration 49Q (3971.950000 sec): 3 clusters
  Score: Raw -3061949.362767 + Penalty 4951.655470 = -3056997.707297
  nChanged 17
		SP:Iteration 50Q (3972.030000 sec): 3 clusters
  Score: Raw -3061950.654355 + Penalty 4951.655470 = -3056998.998885
  nChanged 13
		SP:Iteration 51Q (3972.100000 sec): 3 clusters
  Score: Raw -3061951.747515 + Penalty 4951.655470 = -3057000.092044
  nChanged 15
		SP:Iteration 52Q (3972.170000 sec): 3 clusters
  Score: Raw -3061953.117810 + Penalty 4951.655470 = -3057001.462340
  nChanged 16
		SP:Iteration 53Q (3972.250000 sec): 3 clusters
  Score: Raw -3061954.726495 + Penalty 4951.655470 = -3057003.071024
  nChanged 22
		SP:Iteration 54Q (3972.330000 sec): 3 clusters
  Score: Raw -3061956.386857 + Penalty 4951.655470 = -3057004.731387
  nChanged 22
		SP:Iteration 55Q (3972.400000 sec): 3 clusters
  Score: Raw -3061958.262952 + Penalty 4951.655470 = -3057006.607482
  nChanged 29
		SP:Iteration 56Q (3972.480000 sec): 3 clusters
  Score: Raw -3061961.397077 + Penalty 4951.655470 = -3057009.741607
  nChanged 34
		SP:Iteration 57Q (3972.550000 sec): 3 clusters
  Score: Raw -3061964.954448 + Penalty 4951.655470 = -3057013.298978
  nChanged 36
		SP:Iteration 58Q (3972.630000 sec): 3 clusters
  Score: Raw -3061968.703479 + Penalty 4951.655470 = -3057017.048009
  nChanged 39
		SP:Iteration 59Q (3972.710000 sec): 3 clusters
  Score: Raw -3061972.846775 + Penalty 4951.655470 = -3057021.191304
  nChanged 44
		SP:Iteration 60F (3972.790000 sec): 3 clusters
  Score: Raw -3061978.080481 + Penalty 4951.655470 = -3057026.425010
  nChanged 53
		SP:Iteration 61Q (3972.860000 sec): 3 clusters
  Score: Raw -3061984.858547 + Penalty 4951.655470 = -3057033.203077
  nChanged 63
		SP:Iteration 62Q (3972.940000 sec): 3 clusters
  Score: Raw -3061992.512460 + Penalty 4951.655470 = -3057040.856990
  nChanged 55
		SP:Iteration 63Q (3973.010000 sec): 3 clusters
  Score: Raw -3061998.828686 + Penalty 4951.655470 = -3057047.173216
  nChanged 37
		SP:Iteration 64Q (3973.090000 sec): 3 clusters
  Score: Raw -3062002.081561 + Penalty 4951.655470 = -3057050.426091
  nChanged 30
		SP:Iteration 65Q (3973.160000 sec): 3 clusters
  Score: Raw -3062004.673249 + Penalty 4951.655470 = -3057053.017779
  nChanged 25
		SP:Iteration 66Q (3973.240000 sec): 3 clusters
  Score: Raw -3062007.160775 + Penalty 4951.655470 = -3057055.505305
  nChanged 28
		SP:Iteration 67Q (3973.310000 sec): 3 clusters
  Score: Raw -3062010.084763 + Penalty 4951.655470 = -3057058.429293
  nChanged 33
		SP:Iteration 68Q (3973.390000 sec): 3 clusters
  Score: Raw -3062013.591766 + Penalty 4951.655470 = -3057061.936296
  nChanged 38
		SP:Iteration 69Q (3973.460000 sec): 3 clusters
  Score: Raw -3062016.944407 + Penalty 4951.655470 = -3057065.288937
  nChanged 35
		SP:Iteration 70Q (3973.540000 sec): 3 clusters
  Score: Raw -3062019.772697 + Penalty 4951.655470 = -3057068.117227
  nChanged 31
		SP:Iteration 71Q (3973.610000 sec): 3 clusters
  Score: Raw -3062022.806594 + Penalty 4951.655470 = -3057071.151124
  nChanged 35
		SP:Iteration 72Q (3973.690000 sec): 3 clusters
  Score: Raw -3062026.054383 + Penalty 4951.655470 = -3057074.398912
  nChanged 33
		SP:Iteration 73Q (3973.760000 sec): 3 clusters
  Score: Raw -3062028.869514 + Penalty 4951.655470 = -3057077.214044
  nChanged 31
		SP:Iteration 74Q (3973.840000 sec): 3 clusters
  Score: Raw -3062031.298883 + Penalty 4951.655470 = -3057079.643413
  nChanged 32
		SP:Iteration 75Q (3973.910000 sec): 3 clusters
  Score: Raw -3062033.729651 + Penalty 4951.655470 = -3057082.074181
  nChanged 31
		SP:Iteration 76Q (3973.990000 sec): 3 clusters
  Score: Raw -3062035.869402 + Penalty 4951.655470 = -3057084.213931
  nChanged 26
		SP:Iteration 77Q (3974.060000 sec): 3 clusters
  Score: Raw -3062038.040678 + Penalty 4951.655470 = -3057086.385208
  nChanged 25
		SP:Iteration 78Q (3974.140000 sec): 3 clusters
  Score: Raw -3062040.067446 + Penalty 4951.655470 = -3057088.411976
  nChanged 33
		SP:Iteration 79Q (3974.210000 sec): 3 clusters
  Score: Raw -3062042.902692 + Penalty 4951.655470 = -3057091.247222
  nChanged 30
		SP:Iteration 80F (3974.290000 sec): 3 clusters
  Score: Raw -3062045.496704 + Penalty 4951.655470 = -3057093.841233
  nChanged 26
		SP:Iteration 81Q (3974.370000 sec): 3 clusters
  Score: Raw -3062047.795323 + Penalty 4951.655470 = -3057096.139853
  nChanged 30
		SP:Iteration 82Q (3974.440000 sec): 3 clusters
  Score: Raw -3062051.228853 + Penalty 4951.655470 = -3057099.573383
  nChanged 34
		SP:Iteration 83Q (3974.520000 sec): 3 clusters
  Score: Raw -3062055.092601 + Penalty 4951.655470 = -3057103.437130
  nChanged 39
		SP:Iteration 84Q (3974.600000 sec): 3 clusters
  Score: Raw -3062058.629574 + Penalty 4951.655470 = -3057106.974103
  nChanged 33
		SP:Iteration 85Q (3974.670000 sec): 3 clusters
  Score: Raw -3062061.999454 + Penalty 4951.655470 = -3057110.343984
  nChanged 35
		SP:Iteration 86Q (3974.750000 sec): 3 clusters
  Score: Raw -3062065.744363 + Penalty 4951.655470 = -3057114.088893
  nChanged 36
		SP:Iteration 87Q (3974.820000 sec): 3 clusters
  Score: Raw -3062069.359160 + Penalty 4951.655470 = -3057117.703690
  nChanged 46
		SP:Iteration 88Q (3974.900000 sec): 3 clusters
  Score: Raw -3062074.514134 + Penalty 4951.655470 = -3057122.858664
  nChanged 52
		SP:Iteration 89Q (3974.980000 sec): 3 clusters
  Score: Raw -3062081.340379 + Penalty 4951.655470 = -3057129.684909
  nChanged 61
		SP:Iteration 90Q (3975.050000 sec): 3 clusters
  Score: Raw -3062091.097419 + Penalty 4951.655470 = -3057139.441949
  nChanged 82
		SP:Iteration 91Q (3975.130000 sec): 3 clusters
  Score: Raw -3062103.070735 + Penalty 4951.655470 = -3057151.415265
  nChanged 89
		SP:Iteration 92Q (3975.200000 sec): 3 clusters
  Score: Raw -3062117.022143 + Penalty 4951.655470 = -3057165.366673
  nChanged 102
		SP:Iteration 93Q (3975.280000 sec): 3 clusters
  Score: Raw -3062134.654677 + Penalty 4951.655470 = -3057182.999206
  nChanged 109
		SP:Iteration 94Q (3975.350000 sec): 3 clusters
  Score: Raw -3062153.823554 + Penalty 4951.655470 = -3057202.168083
  nChanged 95
		SP:Iteration 95Q (3975.430000 sec): 3 clusters
  Score: Raw -3062168.769451 + Penalty 4951.655470 = -3057217.113981
  nChanged 88
		SP:Iteration 96Q (3975.500000 sec): 3 clusters
  Score: Raw -3062180.461076 + Penalty 4951.655470 = -3057228.805605
  nChanged 72
		SP:Iteration 97Q (3975.580000 sec): 3 clusters
  Score: Raw -3062192.208858 + Penalty 4951.655470 = -3057240.553388
  nChanged 83
		SP:Iteration 98Q (3975.650000 sec): 3 clusters
  Score: Raw -3062205.162982 + Penalty 4951.655470 = -3057253.507512
  nChanged 87
		SP:Iteration 99Q (3975.730000 sec): 3 clusters
  Score: Raw -3062221.425015 + Penalty 4951.655470 = -3057269.769545
  nChanged 100
		SP:Iteration 100F (3975.810000 sec): 3 clusters
  Score: Raw -3062237.033588 + Penalty 4951.655470 = -3057285.378117
  nChanged 89
		SP:Iteration 101Q (3975.880000 sec): 3 clusters
  Score: Raw -3062249.614445 + Penalty 4951.655470 = -3057297.958975
  nChanged 87
		SP:Iteration 102Q (3975.960000 sec): 3 clusters
  Score: Raw -3062262.987555 + Penalty 4951.655470 = -3057311.332085
  nChanged 86
		SP:Iteration 103Q (3976.030000 sec): 3 clusters
  Score: Raw -3062276.226303 + Penalty 4951.655470 = -3057324.570832
  nChanged 73
		SP:Iteration 104Q (3976.110000 sec): 3 clusters
  Score: Raw -3062288.199574 + Penalty 4951.655470 = -3057336.544104
  nChanged 76
		SP:Iteration 105Q (3976.180000 sec): 3 clusters
  Score: Raw -3062300.962884 + Penalty 4951.655470 = -3057349.307414
  nChanged 79
		SP:Iteration 106Q (3976.260000 sec): 3 clusters
  Score: Raw -3062314.137384 + Penalty 4951.655470 = -3057362.481914
  nChanged 88
		SP:Iteration 107Q (3976.330000 sec): 3 clusters
  Score: Raw -3062330.336776 + Penalty 4951.655470 = -3057378.681306
  nChanged 102
		SP:Iteration 108Q (3976.400000 sec): 3 clusters
  Score: Raw -3062348.676441 + Penalty 4951.655470 = -3057397.020971
  nChanged 99
		SP:Iteration 109Q (3976.480000 sec): 3 clusters
  Score: Raw -3062368.108893 + Penalty 4951.655470 = -3057416.453423
  nChanged 104
		SP:Iteration 110Q (3976.550000 sec): 3 clusters
  Score: Raw -3062388.024637 + Penalty 4951.655470 = -3057436.369166
  nChanged 90
		SP:Iteration 111Q (3976.630000 sec): 3 clusters
  Score: Raw -3062403.598978 + Penalty 4951.655470 = -3057451.943508
  nChanged 84
		SP:Iteration 112Q (3976.700000 sec): 3 clusters
  Score: Raw -3062419.141330 + Penalty 4951.655470 = -3057467.485860
  nChanged 98
		SP:Iteration 113Q (3976.770000 sec): 3 clusters
  Score: Raw -3062441.569025 + Penalty 4951.655470 = -3057489.913555
  nChanged 112
		SP:Iteration 114Q (3976.850000 sec): 3 clusters
  Score: Raw -3062465.052412 + Penalty 4951.655470 = -3057513.396941
  nChanged 108
		SP:Iteration 115Q (3976.920000 sec): 3 clusters
  Score: Raw -3062487.983903 + Penalty 4951.655470 = -3057536.328433
  nChanged 117
		SP:Iteration 116Q (3976.990000 sec): 3 clusters
  Score: Raw -3062511.849769 + Penalty 4951.655470 = -3057560.194299
  nChanged 106
		SP:Iteration 117Q (3977.070000 sec): 3 clusters
  Score: Raw -3062534.531874 + Penalty 4951.655470 = -3057582.876404
  nChanged 119
		SP:Iteration 118Q (3977.140000 sec): 3 clusters
  Score: Raw -3062558.171344 + Penalty 4951.655470 = -3057606.515874
  nChanged 115
		SP:Iteration 119Q (3977.210000 sec): 3 clusters
  Score: Raw -3062582.040065 + Penalty 4951.655470 = -3057630.384595
  nChanged 110
		SP:Iteration 120F (3977.290000 sec): 3 clusters
  Score: Raw -3062607.880259 + Penalty 4951.655470 = -3057656.224788
  nChanged 124
		SP:Iteration 121Q (3977.360000 sec): 3 clusters
  Score: Raw -3062639.568206 + Penalty 4951.655470 = -3057687.912736
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		SP:Iteration 122Q (3977.440000 sec): 3 clusters
  Score: Raw -3062664.410143 + Penalty 4951.655470 = -3057712.754672
  nChanged 130
		SP:Iteration 123Q (3977.510000 sec): 3 clusters
  Score: Raw -3062694.074945 + Penalty 4951.655470 = -3057742.419475
  nChanged 124
		SP:Iteration 124Q (3977.580000 sec): 3 clusters
  Score: Raw -3062724.092629 + Penalty 4951.655470 = -3057772.437159
  nChanged 126
		SP:Iteration 125Q (3977.660000 sec): 3 clusters
  Score: Raw -3062754.706408 + Penalty 4951.655470 = -3057803.050938
  nChanged 110
		SP:Iteration 126Q (3977.730000 sec): 3 clusters
  Score: Raw -3062783.459759 + Penalty 4951.655470 = -3057831.804289
  nChanged 130
		SP:Iteration 127Q (3977.800000 sec): 3 clusters
  Score: Raw -3062817.165035 + Penalty 4951.655470 = -3057865.509565
  nChanged 139
		SP:Iteration 128Q (3977.880000 sec): 3 clusters
  Score: Raw -3062852.655516 + Penalty 4951.655470 = -3057901.000045
  nChanged 115
		SP:Iteration 129Q (3977.950000 sec): 3 clusters
  Score: Raw -3062882.879438 + Penalty 4951.655470 = -3057931.223968
  nChanged 110
		SP:Iteration 130Q (3978.020000 sec): 3 clusters
  Score: Raw -3062915.804292 + Penalty 4951.655470 = -3057964.148822
  nChanged 110
		SP:Iteration 131Q (3978.090000 sec): 3 clusters
  Score: Raw -3062948.946467 + Penalty 4951.655470 = -3057997.290996
  nChanged 122
		SP:Iteration 132Q (3978.160000 sec): 3 clusters
  Score: Raw -3062982.990768 + Penalty 4951.655470 = -3058031.335298
  nChanged 107
		SP:Iteration 133Q (3978.230000 sec): 3 clusters
  Score: Raw -3063017.825285 + Penalty 4951.655470 = -3058066.169814
  nChanged 108
		SP:Iteration 134Q (3978.300000 sec): 3 clusters
  Score: Raw -3063051.955002 + Penalty 4951.655470 = -3058100.299532
  nChanged 109
		SP:Iteration 135Q (3978.370000 sec): 3 clusters
  Score: Raw -3063081.227143 + Penalty 4951.655470 = -3058129.571673
  nChanged 102
		SP:Iteration 136Q (3978.440000 sec): 3 clusters
  Score: Raw -3063108.938083 + Penalty 4951.655470 = -3058157.282613
  nChanged 102
		SP:Iteration 137Q (3978.510000 sec): 3 clusters
  Score: Raw -3063133.738672 + Penalty 4951.655470 = -3058182.083202
  nChanged 86
		SP:Iteration 138Q (3978.580000 sec): 3 clusters
  Score: Raw -3063153.974025 + Penalty 4951.655470 = -3058202.318555
  nChanged 73
		SP:Iteration 139Q (3978.650000 sec): 3 clusters
  Score: Raw -3063170.415733 + Penalty 4951.655470 = -3058218.760263
  nChanged 69
		SP:Iteration 140F (3978.730000 sec): 3 clusters
  Score: Raw -3063184.485883 + Penalty 4951.655470 = -3058232.830413
  nChanged 67
		SP:Iteration 141Q (3978.800000 sec): 3 clusters
  Score: Raw -3063197.832327 + Penalty 4951.655470 = -3058246.176856
  nChanged 59
		SP:Iteration 142Q (3978.870000 sec): 3 clusters
  Score: Raw -3063209.083088 + Penalty 4951.655470 = -3058257.427618
  nChanged 68
		SP:Iteration 143Q (3978.940000 sec): 3 clusters
  Score: Raw -3063221.442777 + Penalty 4951.655470 = -3058269.787307
  nChanged 65
		SP:Iteration 144Q (3979.010000 sec): 3 clusters
  Score: Raw -3063232.080364 + Penalty 4951.655470 = -3058280.424894
  nChanged 48
		SP:Iteration 145Q (3979.080000 sec): 3 clusters
  Score: Raw -3063238.608861 + Penalty 4951.655470 = -3058286.953391
  nChanged 33
		SP:Iteration 146Q (3979.140000 sec): 3 clusters
  Score: Raw -3063243.398650 + Penalty 4951.655470 = -3058291.743179
  nChanged 30
		SP:Iteration 147Q (3979.210000 sec): 3 clusters
  Score: Raw -3063247.643585 + Penalty 4951.655470 = -3058295.988115
  nChanged 30
		SP:Iteration 148Q (3979.280000 sec): 3 clusters
  Score: Raw -3063252.562054 + Penalty 4951.655470 = -3058300.906583
  nChanged 27
		SP:Iteration 149Q (3979.350000 sec): 3 clusters
  Score: Raw -3063256.471841 + Penalty 4951.655470 = -3058304.816370
  nChanged 25
		SP:Iteration 150Q (3979.420000 sec): 3 clusters
  Score: Raw -3063260.363663 + Penalty 4951.655470 = -3058308.708193
  nChanged 21
		SP:Iteration 151Q (3979.480000 sec): 3 clusters
  Score: Raw -3063265.512431 + Penalty 4951.655470 = -3058313.856961
  nChanged 23
		SP:Iteration 152Q (3979.550000 sec): 3 clusters
  Score: Raw -3063268.948079 + Penalty 4951.655470 = -3058317.292609
  nChanged 32
		SP:Iteration 153Q (3979.620000 sec): 3 clusters
  Score: Raw -3063274.450579 + Penalty 4951.655470 = -3058322.795109
  nChanged 27
		SP:Iteration 154Q (3979.680000 sec): 3 clusters
  Score: Raw -3063278.270000 + Penalty 4951.655470 = -3058326.614530
  nChanged 16
		SP:Iteration 155Q (3979.750000 sec): 3 clusters
  Score: Raw -3063280.497903 + Penalty 4951.655470 = -3058328.842433
  nChanged 21
		SP:Iteration 156Q (3979.820000 sec): 3 clusters
  Score: Raw -3063283.499106 + Penalty 4951.655470 = -3058331.843636
  nChanged 21
		SP:Iteration 157Q (3979.890000 sec): 3 clusters
  Score: Raw -3063286.184678 + Penalty 4951.655470 = -3058334.529207
  nChanged 19
		SP:Iteration 158Q (3979.960000 sec): 3 clusters
  Score: Raw -3063288.770999 + Penalty 4951.655470 = -3058337.115528
  nChanged 17
		SP:Iteration 159Q (3980.020000 sec): 3 clusters
  Score: Raw -3063290.945407 + Penalty 4951.655470 = -3058339.289936
  nChanged 14
		SP:Iteration 160F (3980.100000 sec): 3 clusters
  Score: Raw -3063292.420104 + Penalty 4951.655470 = -3058340.764634
  nChanged 6
		SP:Iteration 161Q (3980.170000 sec): 3 clusters
  Score: Raw -3063293.036941 + Penalty 4951.655470 = -3058341.381471
  nChanged 7
		SP:Iteration 162Q (3980.240000 sec): 3 clusters
  Score: Raw -3063293.552586 + Penalty 4951.655470 = -3058341.897116
  nChanged 5
		SP:Iteration 163Q (3980.300000 sec): 3 clusters
  Score: Raw -3063294.088351 + Penalty 4951.655470 = -3058342.432881
  nChanged 6
		SP:Iteration 164Q (3980.370000 sec): 3 clusters
  Score: Raw -3063294.782812 + Penalty 4951.655470 = -3058343.127342
  nChanged 6
		SP:Iteration 165Q (3980.440000 sec): 3 clusters
  Score: Raw -3063295.529379 + Penalty 4951.655470 = -3058343.873909
  nChanged 4
		SP:Iteration 166Q (3980.510000 sec): 3 clusters
  Score: Raw -3063295.949838 + Penalty 4951.655470 = -3058344.294368
  nChanged 5
		SP:Iteration 167Q (3980.580000 sec): 3 clusters
  Score: Raw -3063296.821999 + Penalty 4951.655470 = -3058345.166529
  nChanged 5
		SP:Iteration 168Q (3980.640000 sec): 3 clusters
  Score: Raw -3063297.448438 + Penalty 4951.655470 = -3058345.792967
  nChanged 12
		SP:Iteration 169Q (3980.710000 sec): 3 clusters
  Score: Raw -3063299.173132 + Penalty 4951.655470 = -3058347.517661
  nChanged 9
		SP:Iteration 170Q (3980.780000 sec): 3 clusters
  Score: Raw -3063300.189094 + Penalty 4951.655470 = -3058348.533624
  nChanged 12
		SP:Iteration 171Q (3980.840000 sec): 3 clusters
  Score: Raw -3063302.251938 + Penalty 4951.655470 = -3058350.596468
  nChanged 15
		SP:Iteration 172Q (3980.910000 sec): 3 clusters
  Score: Raw -3063304.620425 + Penalty 4951.655470 = -3058352.964955
  nChanged 12
		SP:Iteration 173Q (3980.980000 sec): 3 clusters
  Score: Raw -3063305.685327 + Penalty 4951.655470 = -3058354.029857
  nChanged 6
		SP:Iteration 174Q (3981.040000 sec): 3 clusters
  Score: Raw -3063306.386929 + Penalty 4951.655470 = -3058354.731459
  nChanged 6
		SP:Iteration 175Q (3981.110000 sec): 3 clusters
  Score: Raw -3063306.987516 + Penalty 4951.655470 = -3058355.332046
  nChanged 8
		SP:Iteration 176Q (3981.180000 sec): 3 clusters
  Score: Raw -3063307.725889 + Penalty 4951.655470 = -3058356.070419
  nChanged 9
		SP:Iteration 177Q (3981.240000 sec): 3 clusters
  Score: Raw -3063308.631365 + Penalty 4951.655470 = -3058356.975895
  nChanged 8
		SP:Iteration 178Q (3981.310000 sec): 3 clusters
  Score: Raw -3063309.464339 + Penalty 4951.655470 = -3058357.808869
  nChanged 9
		SP:Iteration 179Q (3981.380000 sec): 3 clusters
  Score: Raw -3063310.356434 + Penalty 4951.655470 = -3058358.700964
  nChanged 9
		SP:Iteration 180F (3981.460000 sec): 3 clusters
  Score: Raw -3063311.186140 + Penalty 4951.655470 = -3058359.530669
  nChanged 8
		SP:Iteration 181Q (3981.520000 sec): 3 clusters
  Score: Raw -3063312.221244 + Penalty 4951.655470 = -3058360.565773
  nChanged 6
		SP:Iteration 182Q (3981.590000 sec): 3 clusters
  Score: Raw -3063312.901357 + Penalty 4951.655470 = -3058361.245886
  nChanged 4
		SP:Iteration 183Q (3981.660000 sec): 3 clusters
  Score: Raw -3063313.748513 + Penalty 4951.655470 = -3058362.093042
  nChanged 3
		SP:Iteration 184Q (3981.720000 sec): 3 clusters
  Score: Raw -3063314.191740 + Penalty 4951.655470 = -3058362.536269
  nChanged 5
		SP:Iteration 185Q (3981.790000 sec): 3 clusters
  Score: Raw -3063314.782932 + Penalty 4951.655470 = -3058363.127462
  nChanged 7
		SP:Iteration 186Q (3981.860000 sec): 3 clusters
  Score: Raw -3063315.783853 + Penalty 4951.655470 = -3058364.128383
  nChanged 4
		SP:Iteration 187Q (3981.920000 sec): 3 clusters
  Score: Raw -3063316.074584 + Penalty 4951.655470 = -3058364.419114
  nChanged 6
		SP:Iteration 188Q (3981.990000 sec): 3 clusters
  Score: Raw -3063317.251043 + Penalty 4951.655470 = -3058365.595573
  nChanged 11
		SP:Iteration 189Q (3982.060000 sec): 3 clusters
  Score: Raw -3063319.382895 + Penalty 4951.655470 = -3058367.727424
  nChanged 14
		SP:Iteration 190Q (3982.120000 sec): 3 clusters
  Score: Raw -3063320.896330 + Penalty 4951.655470 = -3058369.240860
  nChanged 14
		SP:Iteration 191Q (3982.190000 sec): 3 clusters
  Score: Raw -3063322.498739 + Penalty 4951.655470 = -3058370.843269
  nChanged 9
		SP:Iteration 192Q (3982.260000 sec): 3 clusters
  Score: Raw -3063323.577188 + Penalty 4951.655470 = -3058371.921718
  nChanged 10
		SP:Iteration 193Q (3982.320000 sec): 3 clusters
  Score: Raw -3063325.101954 + Penalty 4951.655470 = -3058373.446484
  nChanged 11
		SP:Iteration 194Q (3982.390000 sec): 3 clusters
  Score: Raw -3063326.505219 + Penalty 4951.655470 = -3058374.849748
  nChanged 14
		SP:Iteration 195Q (3982.460000 sec): 3 clusters
  Score: Raw -3063328.762380 + Penalty 4951.655470 = -3058377.106909
  nChanged 21
		SP:Iteration 196Q (3982.520000 sec): 3 clusters
  Score: Raw -3063332.398654 + Penalty 4951.655470 = -3058380.743183
  nChanged 23
		SP:Iteration 197Q (3982.590000 sec): 3 clusters
  Score: Raw -3063336.057963 + Penalty 4951.655470 = -3058384.402493
  nChanged 19
		SP:Iteration 198Q (3982.660000 sec): 3 clusters
  Score: Raw -3063338.798149 + Penalty 4951.655470 = -3058387.142679
  nChanged 18
		SP:Iteration 199Q (3982.720000 sec): 3 clusters
  Score: Raw -3063341.222605 + Penalty 4951.655470 = -3058389.567134
  nChanged 18
		SP:Iteration 200F (3982.800000 sec): 3 clusters
  Score: Raw -3063344.409386 + Penalty 4951.655470 = -3058392.753916
  nChanged 22
		SP:Iteration 201Q (3982.870000 sec): 3 clusters
  Score: Raw -3063348.067040 + Penalty 4951.655470 = -3058396.411569
  nChanged 24
		SP:Iteration 202Q (3982.940000 sec): 3 clusters
  Score: Raw -3063351.649536 + Penalty 4951.655470 = -3058399.994066
  nChanged 20
		SP:Iteration 203Q (3983.000000 sec): 3 clusters
  Score: Raw -3063354.146008 + Penalty 4951.655470 = -3058402.490538
  nChanged 17
		SP:Iteration 204Q (3983.070000 sec): 3 clusters
  Score: Raw -3063356.283777 + Penalty 4951.655470 = -3058404.628307
  nChanged 11
		SP:Iteration 205Q (3983.140000 sec): 3 clusters
  Score: Raw -3063357.739701 + Penalty 4951.655470 = -3058406.084230
  nChanged 9
		SP:Iteration 206Q (3983.200000 sec): 3 clusters
  Score: Raw -3063358.845144 + Penalty 4951.655470 = -3058407.189673
  nChanged 9
		SP:Iteration 207Q (3983.270000 sec): 3 clusters
  Score: Raw -3063359.912486 + Penalty 4951.655470 = -3058408.257016
  nChanged 8
		SP:Iteration 208Q (3983.330000 sec): 3 clusters
  Score: Raw -3063361.063754 + Penalty 4951.655470 = -3058409.408284
  nChanged 8
		SP:Iteration 209Q (3983.400000 sec): 3 clusters
  Score: Raw -3063361.900633 + Penalty 4951.655470 = -3058410.245162
  nChanged 7
		SP:Iteration 210Q (3983.470000 sec): 3 clusters
  Score: Raw -3063362.675316 + Penalty 4951.655470 = -3058411.019846
  nChanged 2
		SP:Iteration 211Q (3983.530000 sec): 3 clusters
  Score: Raw -3063362.825955 + Penalty 4951.655470 = -3058411.170485
  nChanged 1
		SP:Iteration 212Q (3983.600000 sec): 3 clusters
  Score: Raw -3063363.011816 + Penalty 4951.655470 = -3058411.356346
  nChanged 2
		SP:Iteration 213Q (3983.670000 sec): 3 clusters
  Score: Raw -3063363.404334 + Penalty 4951.655470 = -3058411.748863
  nChanged 8
		SP:Iteration 214Q (3983.730000 sec): 3 clusters
  Score: Raw -3063364.738602 + Penalty 4951.655470 = -3058413.083132
  nChanged 10
		SP:Iteration 215Q (3983.800000 sec): 3 clusters
  Score: Raw -3063365.641274 + Penalty 4951.655470 = -3058413.985803
  nChanged 5
		SP:Iteration 216Q (3983.860000 sec): 3 clusters
  Score: Raw -3063366.143871 + Penalty 4951.655470 = -3058414.488401
  nChanged 4
		SP:Iteration 217Q (3983.930000 sec): 3 clusters
  Score: Raw -3063366.601257 + Penalty 4951.655470 = -3058414.945787
  nChanged 7
		SP:Iteration 218Q (3984.000000 sec): 3 clusters
  Score: Raw -3063367.611015 + Penalty 4951.655470 = -3058415.955544
  nChanged 6
		SP:Iteration 219Q (3984.060000 sec): 3 clusters
  Score: Raw -3063368.389511 + Penalty 4951.655470 = -3058416.734040
  nChanged 7
		SP:Iteration 220F (3984.140000 sec): 3 clusters
  Score: Raw -3063369.579374 + Penalty 4951.655470 = -3058417.923904
  nChanged 9
		SP:Iteration 221Q (3984.200000 sec): 3 clusters
  Score: Raw -3063370.669171 + Penalty 4951.655470 = -3058419.013700
  nChanged 10
		SP:Iteration 222Q (3984.270000 sec): 3 clusters
  Score: Raw -3063372.036865 + Penalty 4951.655470 = -3058420.381394
  nChanged 10
		SP:Iteration 223Q (3984.340000 sec): 3 clusters
  Score: Raw -3063373.246977 + Penalty 4951.655470 = -3058421.591507
  nChanged 11
		SP:Iteration 224Q (3984.400000 sec): 3 clusters
  Score: Raw -3063374.739209 + Penalty 4951.655470 = -3058423.083738
  nChanged 5
		SP:Iteration 225Q (3984.470000 sec): 3 clusters
  Score: Raw -3063375.340321 + Penalty 4951.655470 = -3058423.684851
  nChanged 5
		SP:Iteration 226Q (3984.540000 sec): 3 clusters
  Score: Raw -3063376.269817 + Penalty 4951.655470 = -3058424.614347
  nChanged 3
		SP:Iteration 227Q (3984.600000 sec): 3 clusters
  Score: Raw -3063376.672202 + Penalty 4951.655470 = -3058425.016732
  nChanged 5
		SP:Iteration 228Q (3984.670000 sec): 3 clusters
  Score: Raw -3063377.341630 + Penalty 4951.655470 = -3058425.686159
  nChanged 7
		SP:Iteration 229Q (3984.730000 sec): 3 clusters
  Score: Raw -3063377.978928 + Penalty 4951.655470 = -3058426.323458
  nChanged 6
		SP:Iteration 230Q (3984.800000 sec): 3 clusters
  Score: Raw -3063378.719538 + Penalty 4951.655470 = -3058427.064067
  nChanged 6
		SP:Iteration 231Q (3984.860000 sec): 3 clusters
  Score: Raw -3063379.330023 + Penalty 4951.655470 = -3058427.674552
  nChanged 3
		SP:Iteration 232Q (3984.930000 sec): 3 clusters
  Score: Raw -3063379.635175 + Penalty 4951.655470 = -3058427.979704
  nChanged 5
		SP:Iteration 233Q (3985.000000 sec): 3 clusters
  Score: Raw -3063380.376385 + Penalty 4951.655470 = -3058428.720915
  nChanged 5
		SP:Iteration 234Q (3985.060000 sec): 3 clusters
  Score: Raw -3063380.963804 + Penalty 4951.655470 = -3058429.308333
  nChanged 6
		SP:Iteration 235Q (3985.120000 sec): 3 clusters
  Score: Raw -3063381.719817 + Penalty 4951.655470 = -3058430.064346
  nChanged 5
		SP:Iteration 236Q (3985.190000 sec): 3 clusters
  Score: Raw -3063382.196371 + Penalty 4951.655470 = -3058430.540901
  nChanged 3
		SP:Iteration 237Q (3985.260000 sec): 3 clusters
  Score: Raw -3063382.511112 + Penalty 4951.655470 = -3058430.855642
  nChanged 3
		SP:Iteration 238Q (3985.320000 sec): 3 clusters
  Score: Raw -3063382.809043 + Penalty 4951.655470 = -3058431.153572
  nChanged 5
		SP:Iteration 239Q (3985.390000 sec): 3 clusters
  Score: Raw -3063383.219434 + Penalty 4951.655470 = -3058431.563963
  nChanged 2
		SP:Iteration 240F (3985.460000 sec): 3 clusters
  Score: Raw -3063383.603043 + Penalty 4951.655470 = -3058431.947572
  nChanged 3
		SP:Iteration 241Q (3985.530000 sec): 3 clusters
  Score: Raw -3063384.029848 + Penalty 4951.655470 = -3058432.374377
  nChanged 6
		SP:Iteration 242Q (3985.600000 sec): 3 clusters
  Score: Raw -3063384.849944 + Penalty 4951.655470 = -3058433.194474
  nChanged 3
		SP:Iteration 243Q (3985.660000 sec): 3 clusters
  Score: Raw -3063385.114859 + Penalty 4951.655470 = -3058433.459389
  nChanged 2
		SP:Iteration 244Q (3985.730000 sec): 3 clusters
  Score: Raw -3063385.299539 + Penalty 4951.655470 = -3058433.644069
  nChanged 2
		SP:Iteration 245Q (3985.800000 sec): 3 clusters
  Score: Raw -3063385.443198 + Penalty 4951.655470 = -3058433.787728
  nChanged 1
		SP:Iteration 246Q (3985.860000 sec): 3 clusters
  Score: Raw -3063385.606173 + Penalty 4951.655470 = -3058433.950702
  nChanged 1
		SP:Iteration 247Q (3985.930000 sec): 3 clusters
  Score: Raw -3063385.721041 + Penalty 4951.655470 = -3058434.065571
  nChanged 1
		SP:Iteration 248Q (3985.990000 sec): 3 clusters
  Score: Raw -3063385.848589 + Penalty 4951.655470 = -3058434.193119
  nChanged 2
		SP:Iteration 249Q (3986.060000 sec): 3 clusters
  Score: Raw -3063386.082947 + Penalty 4951.655470 = -3058434.427477
  nChanged 1
		SP:Iteration 250Q (3986.120000 sec): 3 clusters
  Score: Raw -3063386.186774 + Penalty 4951.655470 = -3058434.531304
  nChanged 0
		SP:Iteration 251F (3986.200000 sec): 3 clusters
  Score: Raw -3063386.186774 + Penalty 4951.655470 = -3058434.531304
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (1090 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3986.220000 sec): 2 clusters
  Score: Raw -150532.910184 + Penalty 1734.495378 = -148798.414806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3986.220000 sec): 3 clusters
  Score: Raw -150336.745879 + Penalty 3468.990756 = -146867.755123
  nChanged 298
		SP:Iteration 1F (3986.220000 sec): 3 clusters
  Score: Raw -150808.676446 + Penalty 3468.990756 = -147339.685690
  nChanged 109
		SP:Iteration 2F (3986.230000 sec): 3 clusters
  Score: Raw -151110.121116 + Penalty 3468.990756 = -147641.130361
  nChanged 74
		SP:Iteration 3F (3986.240000 sec): 3 clusters
  Score: Raw -151358.766574 + Penalty 3468.990756 = -147889.775818
  nChanged 52
		SP:Iteration 4Q (3986.240000 sec): 3 clusters
  Score: Raw -151502.467882 + Penalty 3468.990756 = -148033.477127
  nChanged 41
		SP:Iteration 5Q (3986.240000 sec): 3 clusters
  Score: Raw -151595.216752 + Penalty 3468.990756 = -148126.225996
  nChanged 29
		SP:Iteration 6Q (3986.250000 sec): 3 clusters
  Score: Raw -151644.360325 + Penalty 3468.990756 = -148175.369569
  nChanged 27
		SP:Iteration 7Q (3986.250000 sec): 3 clusters
  Score: Raw -151705.471409 + Penalty 3468.990756 = -148236.480653
  nChanged 32
		SP:Iteration 8Q (3986.250000 sec): 3 clusters
  Score: Raw -151762.474974 + Penalty 3468.990756 = -148293.484218
  nChanged 23
		SP:Iteration 9Q (3986.260000 sec): 3 clusters
  Score: Raw -151811.480889 + Penalty 3468.990756 = -148342.490133
  nChanged 21
		SP:Iteration 10Q (3986.260000 sec): 3 clusters
  Score: Raw -151858.682099 + Penalty 3468.990756 = -148389.691344
  nChanged 24
		SP:Iteration 11Q (3986.260000 sec): 3 clusters
  Score: Raw -151920.114765 + Penalty 3468.990756 = -148451.124009
  nChanged 19
		SP:Iteration 12Q (3986.270000 sec): 3 clusters
  Score: Raw -151971.060065 + Penalty 3468.990756 = -148502.069310
  nChanged 12
		SP:Iteration 13Q (3986.270000 sec): 3 clusters
  Score: Raw -152015.606110 + Penalty 3468.990756 = -148546.615354
  nChanged 14
		SP:Iteration 14Q (3986.270000 sec): 3 clusters
  Score: Raw -152120.459805 + Penalty 3468.990756 = -148651.469049
  nChanged 12
		SP:Iteration 15Q (3986.270000 sec): 3 clusters
  Score: Raw -152232.255220 + Penalty 3468.990756 = -148763.264464
  nChanged 9
		SP:Iteration 16Q (3986.280000 sec): 3 clusters
  Score: Raw -152303.941992 + Penalty 3468.990756 = -148834.951236
  nChanged 7
		SP:Iteration 17Q (3986.280000 sec): 3 clusters
  Score: Raw -152321.081643 + Penalty 3468.990756 = -148852.090887
  nChanged 5
		SP:Iteration 18Q (3986.290000 sec): 3 clusters
  Score: Raw -152327.584758 + Penalty 3468.990756 = -148858.594003
  nChanged 1
		SP:Iteration 19Q (3986.290000 sec): 3 clusters
  Score: Raw -152328.707539 + Penalty 3468.990756 = -148859.716783
  nChanged 1
		SP:Iteration 20F (3986.290000 sec): 3 clusters
  Score: Raw -152330.756869 + Penalty 3468.990756 = -148861.766114
  nChanged 1
		SP:Iteration 21Q (3986.290000 sec): 3 clusters
  Score: Raw -152331.724902 + Penalty 3468.990756 = -148862.734146
  nChanged 1
		SP:Iteration 22Q (3986.300000 sec): 3 clusters
  Score: Raw -152332.938856 + Penalty 3468.990756 = -148863.948100
  nChanged 0
		SP:Iteration 23F (3986.300000 sec): 3 clusters
  Score: Raw -152332.938856 + Penalty 3468.990756 = -148863.948100
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 24.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2436 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3986.310000 sec): 2 clusters
  Score: Raw -341048.277789 + Penalty 1933.931932 = -339114.345857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3986.330000 sec): 3 clusters
  Score: Raw -340103.989390 + Penalty 3867.863864 = -336236.125526
  nChanged 823
		SP:Iteration 1F (3986.330000 sec): 3 clusters
  Score: Raw -340687.521310 + Penalty 3867.863864 = -336819.657446
  nChanged 184
		SP:Iteration 2F (3986.340000 sec): 3 clusters
  Score: Raw -340832.756138 + Penalty 3867.863864 = -336964.892274
  nChanged 115
		SP:Iteration 3Q (3986.350000 sec): 3 clusters
  Score: Raw -340915.608180 + Penalty 3867.863864 = -337047.744316
  nChanged 88
		SP:Iteration 4Q (3986.360000 sec): 3 clusters
  Score: Raw -340990.670369 + Penalty 3867.863864 = -337122.806505
  nChanged 72
		SP:Iteration 5Q (3986.370000 sec): 3 clusters
  Score: Raw -341047.228856 + Penalty 3867.863864 = -337179.364993
  nChanged 65
		SP:Iteration 6Q (3986.380000 sec): 3 clusters
  Score: Raw -341093.163369 + Penalty 3867.863864 = -337225.299505
  nChanged 51
		SP:Iteration 7Q (3986.390000 sec): 3 clusters
  Score: Raw -341138.164008 + Penalty 3867.863864 = -337270.300144
  nChanged 44
		SP:Iteration 8Q (3986.390000 sec): 3 clusters
  Score: Raw -341173.731367 + Penalty 3867.863864 = -337305.867503
  nChanged 35
		SP:Iteration 9Q (3986.400000 sec): 3 clusters
  Score: Raw -341206.680492 + Penalty 3867.863864 = -337338.816628
  nChanged 41
		SP:Iteration 10Q (3986.410000 sec): 3 clusters
  Score: Raw -341246.309625 + Penalty 3867.863864 = -337378.445761
  nChanged 43
		SP:Iteration 11Q (3986.420000 sec): 3 clusters
  Score: Raw -341278.565981 + Penalty 3867.863864 = -337410.702117
  nChanged 31
		SP:Iteration 12Q (3986.430000 sec): 3 clusters
  Score: Raw -341296.027076 + Penalty 3867.863864 = -337428.163212
  nChanged 16
		SP:Iteration 13Q (3986.440000 sec): 3 clusters
  Score: Raw -341306.292633 + Penalty 3867.863864 = -337438.428769
  nChanged 14
		SP:Iteration 14Q (3986.450000 sec): 3 clusters
  Score: Raw -341314.482279 + Penalty 3867.863864 = -337446.618415
  nChanged 13
		SP:Iteration 15Q (3986.450000 sec): 3 clusters
  Score: Raw -341321.001916 + Penalty 3867.863864 = -337453.138052
  nChanged 9
		SP:Iteration 16Q (3986.470000 sec): 3 clusters
  Score: Raw -341326.050954 + Penalty 3867.863864 = -337458.187090
  nChanged 6
		SP:Iteration 17Q (3986.470000 sec): 3 clusters
  Score: Raw -341329.215432 + Penalty 3867.863864 = -337461.351569
  nChanged 6
		SP:Iteration 18Q (3986.480000 sec): 3 clusters
  Score: Raw -341332.712267 + Penalty 3867.863864 = -337464.848403
  nChanged 7
		SP:Iteration 19Q (3986.490000 sec): 3 clusters
  Score: Raw -341336.713715 + Penalty 3867.863864 = -337468.849851
  nChanged 7
		SP:Iteration 20F (3986.500000 sec): 3 clusters
  Score: Raw -341341.499765 + Penalty 3867.863864 = -337473.635901
  nChanged 3
		SP:Iteration 21Q (3986.510000 sec): 3 clusters
  Score: Raw -341343.053301 + Penalty 3867.863864 = -337475.189437
  nChanged 1
		SP:Iteration 22Q (3986.510000 sec): 3 clusters
  Score: Raw -341343.913106 + Penalty 3867.863864 = -337476.049242
  nChanged 1
		SP:Iteration 23Q (3986.530000 sec): 3 clusters
  Score: Raw -341344.226096 + Penalty 3867.863864 = -337476.362232
  nChanged 0
		SP:Iteration 24F (3986.530000 sec): 3 clusters
  Score: Raw -341344.226096 + Penalty 3867.863864 = -337476.362232
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (41480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3986.670000 sec): 2 clusters
  Score: Raw -6044216.585960 + Penalty 2636.975732 = -6041579.610228
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3986.830000 sec): 3 clusters
  Score: Raw -6018853.413692 + Penalty 5273.951465 = -6013579.462227
  nChanged 18942
		SP:Iteration 1F (3986.980000 sec): 3 clusters
  Score: Raw -6029309.678688 + Penalty 5273.951465 = -6024035.727224
  nChanged 1829
		SP:Iteration 2Q (3987.130000 sec): 3 clusters
  Score: Raw -6029984.726491 + Penalty 5273.951465 = -6024710.775026
  nChanged 1786
		SP:Iteration 3Q (3987.290000 sec): 3 clusters
  Score: Raw -6030706.945494 + Penalty 5273.951465 = -6025432.994030
  nChanged 1753
		SP:Iteration 4Q (3987.450000 sec): 3 clusters
  Score: Raw -6031455.536604 + Penalty 5273.951465 = -6026181.585139
  nChanged 1702
		SP:Iteration 5Q (3987.610000 sec): 3 clusters
  Score: Raw -6032193.267351 + Penalty 5273.951465 = -6026919.315887
  nChanged 1659
		SP:Iteration 6Q (3987.760000 sec): 3 clusters
  Score: Raw -6032937.795801 + Penalty 5273.951465 = -6027663.844336
  nChanged 1681
		SP:Iteration 7Q (3987.910000 sec): 3 clusters
  Score: Raw -6033674.976410 + Penalty 5273.951465 = -6028401.024945
  nChanged 1649
		SP:Iteration 8Q (3988.070000 sec): 3 clusters
  Score: Raw -6034436.968645 + Penalty 5273.951465 = -6029163.017181
  nChanged 1712
		SP:Iteration 9Q (3988.220000 sec): 3 clusters
  Score: Raw -6035305.978112 + Penalty 5273.951465 = -6030032.026647
  nChanged 1699
		SP:Iteration 10Q (3988.370000 sec): 3 clusters
  Score: Raw -6036241.180159 + Penalty 5273.951465 = -6030967.228695
  nChanged 1728
		SP:Iteration 11Q (3988.530000 sec): 3 clusters
  Score: Raw -6037197.361830 + Penalty 5273.951465 = -6031923.410365
  nChanged 1715
		SP:Iteration 12Q (3988.680000 sec): 3 clusters
  Score: Raw -6038168.461519 + Penalty 5273.951465 = -6032894.510054
  nChanged 1601
		SP:Iteration 13Q (3988.830000 sec): 3 clusters
  Score: Raw -6039103.282582 + Penalty 5273.951465 = -6033829.331118
  nChanged 1473
		SP:Iteration 14Q (3988.970000 sec): 3 clusters
  Score: Raw -6039995.083758 + Penalty 5273.951465 = -6034721.132294
  nChanged 1392
		SP:Iteration 15Q (3989.120000 sec): 3 clusters
  Score: Raw -6040845.783102 + Penalty 5273.951465 = -6035571.831637
  nChanged 1257
		SP:Iteration 16Q (3989.250000 sec): 3 clusters
  Score: Raw -6041643.465299 + Penalty 5273.951465 = -6036369.513834
  nChanged 1085
		SP:Iteration 17Q (3989.390000 sec): 3 clusters
  Score: Raw -6042394.206097 + Penalty 5273.951465 = -6037120.254632
  nChanged 924
		SP:Iteration 18Q (3989.520000 sec): 3 clusters
  Score: Raw -6043062.711488 + Penalty 5273.951465 = -6037788.760024
  nChanged 739
		SP:Iteration 19Q (3989.640000 sec): 3 clusters
  Score: Raw -6043625.760799 + Penalty 5273.951465 = -6038351.809334
  nChanged 545
		SP:Iteration 20F (3989.790000 sec): 3 clusters
  Score: Raw -6044054.358941 + Penalty 5273.951465 = -6038780.407476
  nChanged 404
		SP:Iteration 21Q (3989.910000 sec): 3 clusters
  Score: Raw -6044389.002336 + Penalty 5273.951465 = -6039115.050871
  nChanged 276
		SP:Iteration 22Q (3990.020000 sec): 3 clusters
  Score: Raw -6044621.173803 + Penalty 5273.951465 = -6039347.222339
  nChanged 165
		SP:Iteration 23Q (3990.130000 sec): 3 clusters
  Score: Raw -6044753.664174 + Penalty 5273.951465 = -6039479.712709
  nChanged 104
		SP:Iteration 24Q (3990.240000 sec): 3 clusters
  Score: Raw -6044836.711792 + Penalty 5273.951465 = -6039562.760328
  nChanged 75
		SP:Iteration 25Q (3990.350000 sec): 3 clusters
  Score: Raw -6044893.066618 + Penalty 5273.951465 = -6039619.115153
  nChanged 55
		SP:Iteration 26Q (3990.460000 sec): 3 clusters
  Score: Raw -6044937.706026 + Penalty 5273.951465 = -6039663.754561
  nChanged 32
		SP:Iteration 27Q (3990.570000 sec): 3 clusters
  Score: Raw -6044961.471886 + Penalty 5273.951465 = -6039687.520422
  nChanged 24
		SP:Iteration 28Q (3990.680000 sec): 3 clusters
  Score: Raw -6044975.708250 + Penalty 5273.951465 = -6039701.756785
  nChanged 15
		SP:Iteration 29Q (3990.780000 sec): 3 clusters
  Score: Raw -6044984.589664 + Penalty 5273.951465 = -6039710.638199
  nChanged 10
		SP:Iteration 30Q (3990.890000 sec): 3 clusters
  Score: Raw -6044992.002428 + Penalty 5273.951465 = -6039718.050963
  nChanged 2
		SP:Iteration 31Q (3991.000000 sec): 3 clusters
  Score: Raw -6044993.423631 + Penalty 5273.951465 = -6039719.472166
  nChanged 3
		SP:Iteration 32Q (3991.100000 sec): 3 clusters
  Score: Raw -6044995.583341 + Penalty 5273.951465 = -6039721.631877
  nChanged 4
		SP:Iteration 33Q (3991.210000 sec): 3 clusters
  Score: Raw -6044996.986100 + Penalty 5273.951465 = -6039723.034636
  nChanged 2
		SP:Iteration 34Q (3991.320000 sec): 3 clusters
  Score: Raw -6044998.147689 + Penalty 5273.951465 = -6039724.196225
  nChanged 2
		SP:Iteration 35Q (3991.420000 sec): 3 clusters
  Score: Raw -6044999.269607 + Penalty 5273.951465 = -6039725.318142
  nChanged 3
		SP:Iteration 36Q (3991.530000 sec): 3 clusters
  Score: Raw -6045001.135536 + Penalty 5273.951465 = -6039727.184072
  nChanged 2
		SP:Iteration 37Q (3991.640000 sec): 3 clusters
  Score: Raw -6045001.844674 + Penalty 5273.951465 = -6039727.893210
  nChanged 1
		SP:Iteration 38Q (3991.740000 sec): 3 clusters
  Score: Raw -6045002.038712 + Penalty 5273.951465 = -6039728.087247
  nChanged 1
		SP:Iteration 39Q (3991.860000 sec): 3 clusters
  Score: Raw -6045002.721982 + Penalty 5273.951465 = -6039728.770517
  nChanged 0
		SP:Iteration 40F (3992.010000 sec): 3 clusters
  Score: Raw -6045005.286108 + Penalty 5273.951465 = -6039731.334643
  nChanged 1
		SP:Iteration 41Q (3992.120000 sec): 3 clusters
  Score: Raw -6045006.313272 + Penalty 5273.951465 = -6039732.361807
  nChanged 0
		SP:Iteration 42F (3992.260000 sec): 3 clusters
  Score: Raw -6045006.313272 + Penalty 5273.951465 = -6039732.361807
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (65664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3992.480000 sec): 2 clusters
  Score: Raw -9455920.363210 + Penalty 2750.891915 = -9453169.471295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3992.730000 sec): 3 clusters
  Score: Raw -9414697.170160 + Penalty 5501.783830 = -9409195.386330
  nChanged 30570
		SP:Iteration 1F (3992.970000 sec): 3 clusters
  Score: Raw -9431823.110412 + Penalty 5501.783830 = -9426321.326582
  nChanged 2742
		SP:Iteration 2Q (3993.220000 sec): 3 clusters
  Score: Raw -9432754.625999 + Penalty 5501.783830 = -9427252.842169
  nChanged 3067
		SP:Iteration 3Q (3993.470000 sec): 3 clusters
  Score: Raw -9434056.832681 + Penalty 5501.783830 = -9428555.048851
  nChanged 3627
		SP:Iteration 4F (3993.710000 sec): 3 clusters
  Score: Raw -9435976.528854 + Penalty 5501.783830 = -9430474.745024
  nChanged 4156
		SP:Iteration 5F (3993.960000 sec): 3 clusters
  Score: Raw -9438598.593171 + Penalty 5501.783830 = -9433096.809341
  nChanged 4484
		SP:Iteration 6F (3994.200000 sec): 3 clusters
  Score: Raw -9441744.903152 + Penalty 5501.783830 = -9436243.119321
  nChanged 4350
		SP:Iteration 7F (3994.450000 sec): 3 clusters
  Score: Raw -9444998.208681 + Penalty 5501.783830 = -9439496.424851
  nChanged 3688
		SP:Iteration 8F (3994.700000 sec): 3 clusters
  Score: Raw -9447727.755909 + Penalty 5501.783830 = -9442225.972079
  nChanged 2871
		SP:Iteration 9Q (3994.930000 sec): 3 clusters
  Score: Raw -9449853.005685 + Penalty 5501.783830 = -9444351.221855
  nChanged 2196
		SP:Iteration 10Q (3995.170000 sec): 3 clusters
  Score: Raw -9451389.888012 + Penalty 5501.783830 = -9445888.104182
  nChanged 1624
		SP:Iteration 11Q (3995.390000 sec): 3 clusters
  Score: Raw -9452481.797028 + Penalty 5501.783830 = -9446980.013198
  nChanged 1286
		SP:Iteration 12Q (3995.600000 sec): 3 clusters
  Score: Raw -9453242.869006 + Penalty 5501.783830 = -9447741.085176
  nChanged 1031
		SP:Iteration 13Q (3995.810000 sec): 3 clusters
  Score: Raw -9453783.971712 + Penalty 5501.783830 = -9448282.187882
  nChanged 860
		SP:Iteration 14Q (3996.010000 sec): 3 clusters
  Score: Raw -9454222.502301 + Penalty 5501.783830 = -9448720.718471
  nChanged 731
		SP:Iteration 15Q (3996.210000 sec): 3 clusters
  Score: Raw -9454609.910770 + Penalty 5501.783830 = -9449108.126940
  nChanged 658
		SP:Iteration 16Q (3996.400000 sec): 3 clusters
  Score: Raw -9454987.922081 + Penalty 5501.783830 = -9449486.138251
  nChanged 581
		SP:Iteration 17Q (3996.590000 sec): 3 clusters
  Score: Raw -9455313.662693 + Penalty 5501.783830 = -9449811.878863
  nChanged 422
		SP:Iteration 18Q (3996.780000 sec): 3 clusters
  Score: Raw -9455562.288390 + Penalty 5501.783830 = -9450060.504560
  nChanged 366
		SP:Iteration 19Q (3996.960000 sec): 3 clusters
  Score: Raw -9455802.485657 + Penalty 5501.783830 = -9450300.701827
  nChanged 279
		SP:Iteration 20F (3997.200000 sec): 3 clusters
  Score: Raw -9455982.739063 + Penalty 5501.783830 = -9450480.955233
  nChanged 206
		SP:Iteration 21Q (3997.380000 sec): 3 clusters
  Score: Raw -9456108.000190 + Penalty 5501.783830 = -9450606.216359
  nChanged 197
		SP:Iteration 22Q (3997.560000 sec): 3 clusters
  Score: Raw -9456229.798285 + Penalty 5501.783830 = -9450728.014455
  nChanged 167
		SP:Iteration 23Q (3997.730000 sec): 3 clusters
  Score: Raw -9456326.203842 + Penalty 5501.783830 = -9450824.420012
  nChanged 133
		SP:Iteration 24Q (3997.900000 sec): 3 clusters
  Score: Raw -9456397.111339 + Penalty 5501.783830 = -9450895.327509
  nChanged 107
		SP:Iteration 25Q (3998.080000 sec): 3 clusters
  Score: Raw -9456455.928477 + Penalty 5501.783830 = -9450954.144647
  nChanged 100
		SP:Iteration 26Q (3998.250000 sec): 3 clusters
  Score: Raw -9456514.371170 + Penalty 5501.783830 = -9451012.587339
  nChanged 85
		SP:Iteration 27Q (3998.420000 sec): 3 clusters
  Score: Raw -9456568.772588 + Penalty 5501.783830 = -9451066.988758
  nChanged 81
		SP:Iteration 28Q (3998.600000 sec): 3 clusters
  Score: Raw -9456608.896839 + Penalty 5501.783830 = -9451107.113009
  nChanged 60
		SP:Iteration 29Q (3998.770000 sec): 3 clusters
  Score: Raw -9456639.631735 + Penalty 5501.783830 = -9451137.847905
  nChanged 50
		SP:Iteration 30Q (3998.940000 sec): 3 clusters
  Score: Raw -9456662.589512 + Penalty 5501.783830 = -9451160.805682
  nChanged 42
		SP:Iteration 31Q (3999.110000 sec): 3 clusters
  Score: Raw -9456686.343404 + Penalty 5501.783830 = -9451184.559574
  nChanged 34
		SP:Iteration 32Q (3999.280000 sec): 3 clusters
  Score: Raw -9456705.712149 + Penalty 5501.783830 = -9451203.928319
  nChanged 35
		SP:Iteration 33Q (3999.450000 sec): 3 clusters
  Score: Raw -9456724.123339 + Penalty 5501.783830 = -9451222.339509
  nChanged 30
		SP:Iteration 34Q (3999.620000 sec): 3 clusters
  Score: Raw -9456739.449276 + Penalty 5501.783830 = -9451237.665446
  nChanged 26
		SP:Iteration 35Q (3999.790000 sec): 3 clusters
  Score: Raw -9456751.340062 + Penalty 5501.783830 = -9451249.556232
  nChanged 20
		SP:Iteration 36Q (3999.960000 sec): 3 clusters
  Score: Raw -9456758.066814 + Penalty 5501.783830 = -9451256.282984
  nChanged 13
		SP:Iteration 37Q (4000.130000 sec): 3 clusters
  Score: Raw -9456761.639803 + Penalty 5501.783830 = -9451259.855973
  nChanged 10
		SP:Iteration 38Q (4000.300000 sec): 3 clusters
  Score: Raw -9456765.514116 + Penalty 5501.783830 = -9451263.730286
  nChanged 9
		SP:Iteration 39Q (4000.470000 sec): 3 clusters
  Score: Raw -9456770.291910 + Penalty 5501.783830 = -9451268.508080
  nChanged 11
		SP:Iteration 40F (4000.710000 sec): 3 clusters
  Score: Raw -9456774.898393 + Penalty 5501.783830 = -9451273.114563
  nChanged 8
		SP:Iteration 41Q (4000.880000 sec): 3 clusters
  Score: Raw -9456777.635990 + Penalty 5501.783830 = -9451275.852159
  nChanged 6
		SP:Iteration 42Q (4001.040000 sec): 3 clusters
  Score: Raw -9456779.156593 + Penalty 5501.783830 = -9451277.372763
  nChanged 4
		SP:Iteration 43Q (4001.210000 sec): 3 clusters
  Score: Raw -9456780.120376 + Penalty 5501.783830 = -9451278.336546
  nChanged 6
		SP:Iteration 44Q (4001.380000 sec): 3 clusters
  Score: Raw -9456782.426824 + Penalty 5501.783830 = -9451280.642994
  nChanged 5
		SP:Iteration 45Q (4001.550000 sec): 3 clusters
  Score: Raw -9456783.896434 + Penalty 5501.783830 = -9451282.112604
  nChanged 5
		SP:Iteration 46Q (4001.720000 sec): 3 clusters
  Score: Raw -9456785.816314 + Penalty 5501.783830 = -9451284.032484
  nChanged 4
		SP:Iteration 47Q (4001.890000 sec): 3 clusters
  Score: Raw -9456786.964952 + Penalty 5501.783830 = -9451285.181121
  nChanged 1
		SP:Iteration 48Q (4002.060000 sec): 3 clusters
  Score: Raw -9456787.262741 + Penalty 5501.783830 = -9451285.478911
  nChanged 3
		SP:Iteration 49Q (4002.220000 sec): 3 clusters
  Score: Raw -9456788.055227 + Penalty 5501.783830 = -9451286.271397
  nChanged 3
		SP:Iteration 50Q (4002.390000 sec): 3 clusters
  Score: Raw -9456788.875335 + Penalty 5501.783830 = -9451287.091505
  nChanged 2
		SP:Iteration 51Q (4002.560000 sec): 3 clusters
  Score: Raw -9456789.267961 + Penalty 5501.783830 = -9451287.484131
  nChanged 2
		SP:Iteration 52Q (4002.730000 sec): 3 clusters
  Score: Raw -9456789.944715 + Penalty 5501.783830 = -9451288.160885
  nChanged 4
		SP:Iteration 53Q (4002.900000 sec): 3 clusters
  Score: Raw -9456791.995941 + Penalty 5501.783830 = -9451290.212111
  nChanged 6
		SP:Iteration 54Q (4003.070000 sec): 3 clusters
  Score: Raw -9456794.607994 + Penalty 5501.783830 = -9451292.824164
  nChanged 8
		SP:Iteration 55Q (4003.240000 sec): 3 clusters
  Score: Raw -9456798.484489 + Penalty 5501.783830 = -9451296.700659
  nChanged 10
		SP:Iteration 56Q (4003.400000 sec): 3 clusters
  Score: Raw -9456802.074961 + Penalty 5501.783830 = -9451300.291131
  nChanged 10
		SP:Iteration 57Q (4003.570000 sec): 3 clusters
  Score: Raw -9456805.642418 + Penalty 5501.783830 = -9451303.858588
  nChanged 9
		SP:Iteration 58Q (4003.740000 sec): 3 clusters
  Score: Raw -9456809.153190 + Penalty 5501.783830 = -9451307.369360
  nChanged 4
		SP:Iteration 59Q (4003.910000 sec): 3 clusters
  Score: Raw -9456812.581173 + Penalty 5501.783830 = -9451310.797343
  nChanged 5
		SP:Iteration 60F (4004.140000 sec): 3 clusters
  Score: Raw -9456814.480006 + Penalty 5501.783830 = -9451312.696176
  nChanged 5
		SP:Iteration 61Q (4004.310000 sec): 3 clusters
  Score: Raw -9456815.757712 + Penalty 5501.783830 = -9451313.973881
  nChanged 1
		SP:Iteration 62Q (4004.480000 sec): 3 clusters
  Score: Raw -9456815.947688 + Penalty 5501.783830 = -9451314.163858
  nChanged 1
		SP:Iteration 63Q (4004.650000 sec): 3 clusters
  Score: Raw -9456816.492976 + Penalty 5501.783830 = -9451314.709146
  nChanged 1
		SP:Iteration 64Q (4004.820000 sec): 3 clusters
  Score: Raw -9456816.622253 + Penalty 5501.783830 = -9451314.838423
  nChanged 0
		SP:Iteration 65F (4005.050000 sec): 3 clusters
  Score: Raw -9456816.622253 + Penalty 5501.783830 = -9451314.838423
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (312482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4006.590000 sec): 2 clusters
  Score: Raw -46366846.089501 + Penalty 3137.770932 = -46363708.318569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4007.750000 sec): 3 clusters
  Score: Raw -46160262.058752 + Penalty 6275.541865 = -46153986.516887
  nChanged 151327
		SP:Iteration 1F (4008.910000 sec): 3 clusters
  Score: Raw -46249929.129061 + Penalty 6275.541865 = -46243653.587197
  nChanged 8515
		SP:Iteration 2Q (4010.090000 sec): 3 clusters
  Score: Raw -46251958.873626 + Penalty 6275.541865 = -46245683.331761
  nChanged 10001
		SP:Iteration 3Q (4011.270000 sec): 3 clusters
  Score: Raw -46255089.781241 + Penalty 6275.541865 = -46248814.239376
  nChanged 12470
		SP:Iteration 4Q (4012.460000 sec): 3 clusters
  Score: Raw -46260417.981432 + Penalty 6275.541865 = -46254142.439567
  nChanged 15390
		SP:Iteration 5Q (4013.630000 sec): 3 clusters
  Score: Raw -46269185.907697 + Penalty 6275.541865 = -46262910.365833
  nChanged 18995
		SP:Iteration 6F (4014.790000 sec): 3 clusters
  Score: Raw -46283231.470552 + Penalty 6275.541865 = -46276955.928687
  nChanged 21589
		SP:Iteration 7F (4015.940000 sec): 3 clusters
  Score: Raw -46302659.908077 + Penalty 6275.541865 = -46296384.366212
  nChanged 21741
		SP:Iteration 8F (4017.100000 sec): 3 clusters
  Score: Raw -46323724.505447 + Penalty 6275.541865 = -46317448.963582
  nChanged 18869
		SP:Iteration 9F (4018.250000 sec): 3 clusters
  Score: Raw -46340485.897239 + Penalty 6275.541865 = -46334210.355375
  nChanged 14805
		SP:Iteration 10Q (4019.330000 sec): 3 clusters
  Score: Raw -46352118.300182 + Penalty 6275.541865 = -46345842.758318
  nChanged 11323
		SP:Iteration 11Q (4020.360000 sec): 3 clusters
  Score: Raw -46360148.180732 + Penalty 6275.541865 = -46353872.638868
  nChanged 8912
		SP:Iteration 12Q (4021.370000 sec): 3 clusters
  Score: Raw -46365818.714719 + Penalty 6275.541865 = -46359543.172854
  nChanged 7192
		SP:Iteration 13Q (4022.350000 sec): 3 clusters
  Score: Raw -46369832.011958 + Penalty 6275.541865 = -46363556.470094
  nChanged 5733
		SP:Iteration 14Q (4023.320000 sec): 3 clusters
  Score: Raw -46372539.340615 + Penalty 6275.541865 = -46366263.798750
  nChanged 4489
		SP:Iteration 15Q (4024.270000 sec): 3 clusters
  Score: Raw -46374280.714214 + Penalty 6275.541865 = -46368005.172350
  nChanged 3432
		SP:Iteration 16Q (4025.200000 sec): 3 clusters
  Score: Raw -46375366.691624 + Penalty 6275.541865 = -46369091.149759
  nChanged 2754
		SP:Iteration 17Q (4026.130000 sec): 3 clusters
  Score: Raw -46376104.522095 + Penalty 6275.541865 = -46369828.980230
  nChanged 2292
		SP:Iteration 18Q (4027.050000 sec): 3 clusters
  Score: Raw -46376633.660264 + Penalty 6275.541865 = -46370358.118399
  nChanged 1961
		SP:Iteration 19Q (4027.980000 sec): 3 clusters
  Score: Raw -46377026.096154 + Penalty 6275.541865 = -46370750.554289
  nChanged 1626
		SP:Iteration 20F (4029.120000 sec): 3 clusters
  Score: Raw -46377307.723237 + Penalty 6275.541865 = -46371032.181372
  nChanged 1406
		SP:Iteration 21Q (4030.020000 sec): 3 clusters
  Score: Raw -46377526.405922 + Penalty 6275.541865 = -46371250.864057
  nChanged 1171
		SP:Iteration 22Q (4030.930000 sec): 3 clusters
  Score: Raw -46377687.289821 + Penalty 6275.541865 = -46371411.747956
  nChanged 963
		SP:Iteration 23Q (4031.830000 sec): 3 clusters
  Score: Raw -46377800.425588 + Penalty 6275.541865 = -46371524.883723
  nChanged 793
		SP:Iteration 24Q (4032.730000 sec): 3 clusters
  Score: Raw -46377883.885426 + Penalty 6275.541865 = -46371608.343562
  nChanged 639
		SP:Iteration 25Q (4033.630000 sec): 3 clusters
  Score: Raw -46377943.041750 + Penalty 6275.541865 = -46371667.499885
  nChanged 546
		SP:Iteration 26Q (4034.520000 sec): 3 clusters
  Score: Raw -46377990.087113 + Penalty 6275.541865 = -46371714.545248
  nChanged 486
		SP:Iteration 27Q (4035.410000 sec): 3 clusters
  Score: Raw -46378030.071956 + Penalty 6275.541865 = -46371754.530091
  nChanged 421
		SP:Iteration 28Q (4036.310000 sec): 3 clusters
  Score: Raw -46378060.694168 + Penalty 6275.541865 = -46371785.152304
  nChanged 332
		SP:Iteration 29Q (4037.210000 sec): 3 clusters
  Score: Raw -46378081.971640 + Penalty 6275.541865 = -46371806.429775
  nChanged 290
		SP:Iteration 30Q (4038.090000 sec): 3 clusters
  Score: Raw -46378099.525120 + Penalty 6275.541865 = -46371823.983256
  nChanged 256
		SP:Iteration 31Q (4038.990000 sec): 3 clusters
  Score: Raw -46378114.552955 + Penalty 6275.541865 = -46371839.011090
  nChanged 231
		SP:Iteration 32Q (4039.870000 sec): 3 clusters
  Score: Raw -46378125.499678 + Penalty 6275.541865 = -46371849.957813
  nChanged 160
		SP:Iteration 33Q (4040.760000 sec): 3 clusters
  Score: Raw -46378131.959993 + Penalty 6275.541865 = -46371856.418129
  nChanged 113
		SP:Iteration 34Q (4041.650000 sec): 3 clusters
  Score: Raw -46378136.289787 + Penalty 6275.541865 = -46371860.747923
  nChanged 97
		SP:Iteration 35Q (4042.540000 sec): 3 clusters
  Score: Raw -46378139.914714 + Penalty 6275.541865 = -46371864.372849
  nChanged 93
		SP:Iteration 36Q (4043.430000 sec): 3 clusters
  Score: Raw -46378143.424208 + Penalty 6275.541865 = -46371867.882344
  nChanged 84
		SP:Iteration 37Q (4044.310000 sec): 3 clusters
  Score: Raw -46378146.879850 + Penalty 6275.541865 = -46371871.337985
  nChanged 72
		SP:Iteration 38Q (4045.210000 sec): 3 clusters
  Score: Raw -46378149.352686 + Penalty 6275.541865 = -46371873.810821
  nChanged 61
		SP:Iteration 39Q (4046.090000 sec): 3 clusters
  Score: Raw -46378151.631709 + Penalty 6275.541865 = -46371876.089845
  nChanged 57
		SP:Iteration 40F (4047.240000 sec): 3 clusters
  Score: Raw -46378153.657975 + Penalty 6275.541865 = -46371878.116111
  nChanged 48
		SP:Iteration 41Q (4048.120000 sec): 3 clusters
  Score: Raw -46378154.959586 + Penalty 6275.541865 = -46371879.417721
  nChanged 41
		SP:Iteration 42Q (4049.010000 sec): 3 clusters
  Score: Raw -46378156.247153 + Penalty 6275.541865 = -46371880.705288
  nChanged 44
		SP:Iteration 43Q (4049.890000 sec): 3 clusters
  Score: Raw -46378157.566196 + Penalty 6275.541865 = -46371882.024331
  nChanged 46
		SP:Iteration 44Q (4050.780000 sec): 3 clusters
  Score: Raw -46378158.963781 + Penalty 6275.541865 = -46371883.421916
  nChanged 43
		SP:Iteration 45Q (4051.670000 sec): 3 clusters
  Score: Raw -46378160.344841 + Penalty 6275.541865 = -46371884.802977
  nChanged 39
		SP:Iteration 46Q (4052.560000 sec): 3 clusters
  Score: Raw -46378161.581303 + Penalty 6275.541865 = -46371886.039438
  nChanged 29
		SP:Iteration 47Q (4053.450000 sec): 3 clusters
  Score: Raw -46378162.553146 + Penalty 6275.541865 = -46371887.011281
  nChanged 44
		SP:Iteration 48Q (4054.340000 sec): 3 clusters
  Score: Raw -46378163.994474 + Penalty 6275.541865 = -46371888.452609
  nChanged 36
		SP:Iteration 49Q (4055.230000 sec): 3 clusters
  Score: Raw -46378165.148041 + Penalty 6275.541865 = -46371889.606176
  nChanged 37
		SP:Iteration 50Q (4056.110000 sec): 3 clusters
  Score: Raw -46378166.346546 + Penalty 6275.541865 = -46371890.804681
  nChanged 39
		SP:Iteration 51Q (4056.990000 sec): 3 clusters
  Score: Raw -46378167.605842 + Penalty 6275.541865 = -46371892.063977
  nChanged 33
		SP:Iteration 52Q (4057.880000 sec): 3 clusters
  Score: Raw -46378168.593740 + Penalty 6275.541865 = -46371893.051876
  nChanged 32
		SP:Iteration 53Q (4058.770000 sec): 3 clusters
  Score: Raw -46378169.530362 + Penalty 6275.541865 = -46371893.988498
  nChanged 26
		SP:Iteration 54Q (4059.660000 sec): 3 clusters
  Score: Raw -46378170.255036 + Penalty 6275.541865 = -46371894.713171
  nChanged 25
		SP:Iteration 55Q (4060.550000 sec): 3 clusters
  Score: Raw -46378170.927818 + Penalty 6275.541865 = -46371895.385954
  nChanged 25
		SP:Iteration 56Q (4061.430000 sec): 3 clusters
  Score: Raw -46378171.577993 + Penalty 6275.541865 = -46371896.036128
  nChanged 23
		SP:Iteration 57Q (4062.320000 sec): 3 clusters
  Score: Raw -46378172.188604 + Penalty 6275.541865 = -46371896.646739
  nChanged 17
		SP:Iteration 58Q (4063.210000 sec): 3 clusters
  Score: Raw -46378172.687837 + Penalty 6275.541865 = -46371897.145973
  nChanged 18
		SP:Iteration 59Q (4064.110000 sec): 3 clusters
  Score: Raw -46378173.243151 + Penalty 6275.541865 = -46371897.701287
  nChanged 23
		SP:Iteration 60F (4065.250000 sec): 3 clusters
  Score: Raw -46378173.857827 + Penalty 6275.541865 = -46371898.315962
  nChanged 18
		SP:Iteration 61Q (4066.140000 sec): 3 clusters
  Score: Raw -46378174.258109 + Penalty 6275.541865 = -46371898.716244
  nChanged 13
		SP:Iteration 62Q (4067.010000 sec): 3 clusters
  Score: Raw -46378174.507657 + Penalty 6275.541865 = -46371898.965792
  nChanged 13
		SP:Iteration 63Q (4067.900000 sec): 3 clusters
  Score: Raw -46378174.863588 + Penalty 6275.541865 = -46371899.321723
  nChanged 11
		SP:Iteration 64Q (4068.790000 sec): 3 clusters
  Score: Raw -46378175.113347 + Penalty 6275.541865 = -46371899.571483
  nChanged 9
		SP:Iteration 65Q (4069.680000 sec): 3 clusters
  Score: Raw -46378175.397360 + Penalty 6275.541865 = -46371899.855495
  nChanged 21
		SP:Iteration 66Q (4070.560000 sec): 3 clusters
  Score: Raw -46378175.958876 + Penalty 6275.541865 = -46371900.417011
  nChanged 12
		SP:Iteration 67Q (4071.450000 sec): 3 clusters
  Score: Raw -46378176.312001 + Penalty 6275.541865 = -46371900.770136
  nChanged 13
		SP:Iteration 68Q (4072.330000 sec): 3 clusters
  Score: Raw -46378176.596850 + Penalty 6275.541865 = -46371901.054985
  nChanged 16
		SP:Iteration 69Q (4073.220000 sec): 3 clusters
  Score: Raw -46378176.966335 + Penalty 6275.541865 = -46371901.424470
  nChanged 12
		SP:Iteration 70Q (4074.100000 sec): 3 clusters
  Score: Raw -46378177.288229 + Penalty 6275.541865 = -46371901.746364
  nChanged 14
		SP:Iteration 71Q (4074.990000 sec): 3 clusters
  Score: Raw -46378177.657724 + Penalty 6275.541865 = -46371902.115860
  nChanged 18
		SP:Iteration 72Q (4075.870000 sec): 3 clusters
  Score: Raw -46378178.117579 + Penalty 6275.541865 = -46371902.575714
  nChanged 16
		SP:Iteration 73Q (4076.760000 sec): 3 clusters
  Score: Raw -46378178.606064 + Penalty 6275.541865 = -46371903.064199
  nChanged 19
		SP:Iteration 74Q (4077.650000 sec): 3 clusters
  Score: Raw -46378179.139034 + Penalty 6275.541865 = -46371903.597169
  nChanged 20
		SP:Iteration 75Q (4078.530000 sec): 3 clusters
  Score: Raw -46378179.740942 + Penalty 6275.541865 = -46371904.199077
  nChanged 20
		SP:Iteration 76Q (4079.420000 sec): 3 clusters
  Score: Raw -46378180.345319 + Penalty 6275.541865 = -46371904.803455
  nChanged 27
		SP:Iteration 77Q (4080.300000 sec): 3 clusters
  Score: Raw -46378181.188967 + Penalty 6275.541865 = -46371905.647102
  nChanged 24
		SP:Iteration 78Q (4081.190000 sec): 3 clusters
  Score: Raw -46378181.795956 + Penalty 6275.541865 = -46371906.254091
  nChanged 22
		SP:Iteration 79Q (4082.080000 sec): 3 clusters
  Score: Raw -46378182.255050 + Penalty 6275.541865 = -46371906.713185
  nChanged 21
		SP:Iteration 80F (4083.220000 sec): 3 clusters
  Score: Raw -46378182.715491 + Penalty 6275.541865 = -46371907.173626
  nChanged 13
		SP:Iteration 81Q (4084.110000 sec): 3 clusters
  Score: Raw -46378182.978285 + Penalty 6275.541865 = -46371907.436421
  nChanged 11
		SP:Iteration 82Q (4084.990000 sec): 3 clusters
  Score: Raw -46378183.231548 + Penalty 6275.541865 = -46371907.689683
  nChanged 13
		SP:Iteration 83Q (4085.880000 sec): 3 clusters
  Score: Raw -46378183.519647 + Penalty 6275.541865 = -46371907.977782
  nChanged 13
		SP:Iteration 84Q (4086.770000 sec): 3 clusters
  Score: Raw -46378183.761568 + Penalty 6275.541865 = -46371908.219703
  nChanged 12
		SP:Iteration 85Q (4087.650000 sec): 3 clusters
  Score: Raw -46378183.986805 + Penalty 6275.541865 = -46371908.444940
  nChanged 11
		SP:Iteration 86Q (4088.540000 sec): 3 clusters
  Score: Raw -46378184.204882 + Penalty 6275.541865 = -46371908.663018
  nChanged 5
		SP:Iteration 87Q (4089.420000 sec): 3 clusters
  Score: Raw -46378184.303517 + Penalty 6275.541865 = -46371908.761652
  nChanged 3
		SP:Iteration 88Q (4090.310000 sec): 3 clusters
  Score: Raw -46378184.343709 + Penalty 6275.541865 = -46371908.801844
  nChanged 0
		SP:Iteration 89F (4091.450000 sec): 3 clusters
  Score: Raw -46378184.343709 + Penalty 6275.541865 = -46371908.801844
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 25.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (135939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4091.940000 sec): 2 clusters
  Score: Raw -20196276.490087 + Penalty 2931.350461 = -20193345.139626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4092.450000 sec): 3 clusters
  Score: Raw -20108555.434849 + Penalty 5862.700921 = -20102692.733928
  nChanged 64824
		SP:Iteration 1F (4092.950000 sec): 3 clusters
  Score: Raw -20147101.921117 + Penalty 5862.700921 = -20141239.220196
  nChanged 6375
		SP:Iteration 2Q (4093.470000 sec): 3 clusters
  Score: Raw -20150077.924288 + Penalty 5862.700921 = -20144215.223367
  nChanged 8229
		SP:Iteration 3F (4093.970000 sec): 3 clusters
  Score: Raw -20155385.669318 + Penalty 5862.700921 = -20149522.968397
  nChanged 10386
		SP:Iteration 4F (4094.470000 sec): 3 clusters
  Score: Raw -20163443.457804 + Penalty 5862.700921 = -20157580.756883
  nChanged 11388
		SP:Iteration 5F (4094.980000 sec): 3 clusters
  Score: Raw -20172412.763498 + Penalty 5862.700921 = -20166550.062577
  nChanged 10071
		SP:Iteration 6F (4095.480000 sec): 3 clusters
  Score: Raw -20179323.193927 + Penalty 5862.700921 = -20173460.493006
  nChanged 7635
		SP:Iteration 7F (4095.980000 sec): 3 clusters
  Score: Raw -20183507.914756 + Penalty 5862.700921 = -20177645.213835
  nChanged 5655
		SP:Iteration 8Q (4096.490000 sec): 3 clusters
  Score: Raw -20185878.385953 + Penalty 5862.700921 = -20180015.685032
  nChanged 4162
		SP:Iteration 9Q (4096.990000 sec): 3 clusters
  Score: Raw -20187354.675757 + Penalty 5862.700921 = -20181491.974836
  nChanged 3398
		SP:Iteration 10Q (4097.500000 sec): 3 clusters
  Score: Raw -20188474.036118 + Penalty 5862.700921 = -20182611.335196
  nChanged 3077
		SP:Iteration 11Q (4098.010000 sec): 3 clusters
  Score: Raw -20189453.419513 + Penalty 5862.700921 = -20183590.718591
  nChanged 3015
		SP:Iteration 12Q (4098.510000 sec): 3 clusters
  Score: Raw -20190411.082568 + Penalty 5862.700921 = -20184548.381647
  nChanged 3068
		SP:Iteration 13Q (4099.010000 sec): 3 clusters
  Score: Raw -20191405.399209 + Penalty 5862.700921 = -20185542.698288
  nChanged 3123
		SP:Iteration 14Q (4099.510000 sec): 3 clusters
  Score: Raw -20192401.197551 + Penalty 5862.700921 = -20186538.496630
  nChanged 3155
		SP:Iteration 15Q (4100.010000 sec): 3 clusters
  Score: Raw -20193381.885400 + Penalty 5862.700921 = -20187519.184479
  nChanged 3224
		SP:Iteration 16Q (4100.500000 sec): 3 clusters
  Score: Raw -20194389.626462 + Penalty 5862.700921 = -20188526.925541
  nChanged 3212
		SP:Iteration 17Q (4100.990000 sec): 3 clusters
  Score: Raw -20195399.866739 + Penalty 5862.700921 = -20189537.165818
  nChanged 3190
		SP:Iteration 18Q (4101.480000 sec): 3 clusters
  Score: Raw -20196411.828495 + Penalty 5862.700921 = -20190549.127574
  nChanged 3187
		SP:Iteration 19Q (4101.960000 sec): 3 clusters
  Score: Raw -20197411.539517 + Penalty 5862.700921 = -20191548.838596
  nChanged 3051
		SP:Iteration 20F (4102.460000 sec): 3 clusters
  Score: Raw -20198344.852221 + Penalty 5862.700921 = -20192482.151300
  nChanged 2868
		SP:Iteration 21Q (4102.930000 sec): 3 clusters
  Score: Raw -20199168.043128 + Penalty 5862.700921 = -20193305.342207
  nChanged 2608
		SP:Iteration 22Q (4103.400000 sec): 3 clusters
  Score: Raw -20199875.961653 + Penalty 5862.700921 = -20194013.260732
  nChanged 2402
		SP:Iteration 23Q (4103.870000 sec): 3 clusters
  Score: Raw -20200502.624642 + Penalty 5862.700921 = -20194639.923721
  nChanged 2232
		SP:Iteration 24Q (4104.330000 sec): 3 clusters
  Score: Raw -20201061.314197 + Penalty 5862.700921 = -20195198.613276
  nChanged 2018
		SP:Iteration 25Q (4104.790000 sec): 3 clusters
  Score: Raw -20201527.549746 + Penalty 5862.700921 = -20195664.848825
  nChanged 1805
		SP:Iteration 26Q (4105.240000 sec): 3 clusters
  Score: Raw -20201906.145293 + Penalty 5862.700921 = -20196043.444372
  nChanged 1543
		SP:Iteration 27Q (4105.690000 sec): 3 clusters
  Score: Raw -20202194.378128 + Penalty 5862.700921 = -20196331.677207
  nChanged 1330
		SP:Iteration 28Q (4106.150000 sec): 3 clusters
  Score: Raw -20202420.078986 + Penalty 5862.700921 = -20196557.378065
  nChanged 1166
		SP:Iteration 29Q (4106.590000 sec): 3 clusters
  Score: Raw -20202597.144739 + Penalty 5862.700921 = -20196734.443818
  nChanged 1019
		SP:Iteration 30Q (4107.040000 sec): 3 clusters
  Score: Raw -20202737.246485 + Penalty 5862.700921 = -20196874.545563
  nChanged 859
		SP:Iteration 31Q (4107.480000 sec): 3 clusters
  Score: Raw -20202846.393890 + Penalty 5862.700921 = -20196983.692969
  nChanged 722
		SP:Iteration 32Q (4107.920000 sec): 3 clusters
  Score: Raw -20202923.610740 + Penalty 5862.700921 = -20197060.909818
  nChanged 620
		SP:Iteration 33Q (4108.360000 sec): 3 clusters
  Score: Raw -20202981.039240 + Penalty 5862.700921 = -20197118.338318
  nChanged 509
		SP:Iteration 34Q (4108.800000 sec): 3 clusters
  Score: Raw -20203023.412881 + Penalty 5862.700921 = -20197160.711960
  nChanged 485
		SP:Iteration 35Q (4109.230000 sec): 3 clusters
  Score: Raw -20203063.073362 + Penalty 5862.700921 = -20197200.372441
  nChanged 444
		SP:Iteration 36Q (4109.670000 sec): 3 clusters
  Score: Raw -20203098.540895 + Penalty 5862.700921 = -20197235.839974
  nChanged 397
		SP:Iteration 37Q (4110.100000 sec): 3 clusters
  Score: Raw -20203126.064089 + Penalty 5862.700921 = -20197263.363168
  nChanged 311
		SP:Iteration 38Q (4110.540000 sec): 3 clusters
  Score: Raw -20203145.247621 + Penalty 5862.700921 = -20197282.546699
  nChanged 277
		SP:Iteration 39Q (4110.970000 sec): 3 clusters
  Score: Raw -20203162.049024 + Penalty 5862.700921 = -20197299.348103
  nChanged 258
		SP:Iteration 40F (4111.470000 sec): 3 clusters
  Score: Raw -20203178.121601 + Penalty 5862.700921 = -20197315.420680
  nChanged 230
		SP:Iteration 41Q (4111.900000 sec): 3 clusters
  Score: Raw -20203190.397276 + Penalty 5862.700921 = -20197327.696355
  nChanged 202
		SP:Iteration 42Q (4112.330000 sec): 3 clusters
  Score: Raw -20203199.862420 + Penalty 5862.700921 = -20197337.161498
  nChanged 184
		SP:Iteration 43Q (4112.770000 sec): 3 clusters
  Score: Raw -20203209.265390 + Penalty 5862.700921 = -20197346.564468
  nChanged 169
		SP:Iteration 44Q (4113.190000 sec): 3 clusters
  Score: Raw -20203218.221228 + Penalty 5862.700921 = -20197355.520307
  nChanged 136
		SP:Iteration 45Q (4113.630000 sec): 3 clusters
  Score: Raw -20203224.119596 + Penalty 5862.700921 = -20197361.418675
  nChanged 118
		SP:Iteration 46Q (4114.050000 sec): 3 clusters
  Score: Raw -20203229.127111 + Penalty 5862.700921 = -20197366.426190
  nChanged 114
		SP:Iteration 47Q (4114.490000 sec): 3 clusters
  Score: Raw -20203233.378205 + Penalty 5862.700921 = -20197370.677284
  nChanged 100
		SP:Iteration 48Q (4114.910000 sec): 3 clusters
  Score: Raw -20203237.043845 + Penalty 5862.700921 = -20197374.342924
  nChanged 101
		SP:Iteration 49Q (4115.340000 sec): 3 clusters
  Score: Raw -20203240.760460 + Penalty 5862.700921 = -20197378.059539
  nChanged 86
		SP:Iteration 50Q (4115.770000 sec): 3 clusters
  Score: Raw -20203243.795103 + Penalty 5862.700921 = -20197381.094182
  nChanged 69
		SP:Iteration 51Q (4116.190000 sec): 3 clusters
  Score: Raw -20203246.099698 + Penalty 5862.700921 = -20197383.398776
  nChanged 67
		SP:Iteration 52Q (4116.630000 sec): 3 clusters
  Score: Raw -20203247.907289 + Penalty 5862.700921 = -20197385.206368
  nChanged 45
		SP:Iteration 53Q (4117.050000 sec): 3 clusters
  Score: Raw -20203249.384944 + Penalty 5862.700921 = -20197386.684023
  nChanged 65
		SP:Iteration 54Q (4117.480000 sec): 3 clusters
  Score: Raw -20203251.884718 + Penalty 5862.700921 = -20197389.183797
  nChanged 70
		SP:Iteration 55Q (4117.910000 sec): 3 clusters
  Score: Raw -20203254.610585 + Penalty 5862.700921 = -20197391.909664
  nChanged 64
		SP:Iteration 56Q (4118.340000 sec): 3 clusters
  Score: Raw -20203256.898920 + Penalty 5862.700921 = -20197394.197999
  nChanged 61
		SP:Iteration 57Q (4118.770000 sec): 3 clusters
  Score: Raw -20203259.374155 + Penalty 5862.700921 = -20197396.673233
  nChanged 60
		SP:Iteration 58Q (4119.200000 sec): 3 clusters
  Score: Raw -20203261.467307 + Penalty 5862.700921 = -20197398.766386
  nChanged 56
		SP:Iteration 59Q (4119.630000 sec): 3 clusters
  Score: Raw -20203263.058484 + Penalty 5862.700921 = -20197400.357562
  nChanged 41
		SP:Iteration 60F (4120.130000 sec): 3 clusters
  Score: Raw -20203264.304902 + Penalty 5862.700921 = -20197401.603981
  nChanged 42
		SP:Iteration 61Q (4120.550000 sec): 3 clusters
  Score: Raw -20203265.547246 + Penalty 5862.700921 = -20197402.846324
  nChanged 39
		SP:Iteration 62Q (4120.980000 sec): 3 clusters
  Score: Raw -20203266.687896 + Penalty 5862.700921 = -20197403.986974
  nChanged 29
		SP:Iteration 63Q (4121.410000 sec): 3 clusters
  Score: Raw -20203267.532461 + Penalty 5862.700921 = -20197404.831540
  nChanged 30
		SP:Iteration 64Q (4121.830000 sec): 3 clusters
  Score: Raw -20203268.261066 + Penalty 5862.700921 = -20197405.560145
  nChanged 26
		SP:Iteration 65Q (4122.260000 sec): 3 clusters
  Score: Raw -20203269.038160 + Penalty 5862.700921 = -20197406.337239
  nChanged 25
		SP:Iteration 66Q (4122.690000 sec): 3 clusters
  Score: Raw -20203269.871895 + Penalty 5862.700921 = -20197407.170974
  nChanged 28
		SP:Iteration 67Q (4123.110000 sec): 3 clusters
  Score: Raw -20203270.638122 + Penalty 5862.700921 = -20197407.937201
  nChanged 23
		SP:Iteration 68Q (4123.530000 sec): 3 clusters
  Score: Raw -20203271.254881 + Penalty 5862.700921 = -20197408.553960
  nChanged 26
		SP:Iteration 69Q (4123.960000 sec): 3 clusters
  Score: Raw -20203272.201924 + Penalty 5862.700921 = -20197409.501002
  nChanged 18
		SP:Iteration 70Q (4124.390000 sec): 3 clusters
  Score: Raw -20203272.613738 + Penalty 5862.700921 = -20197409.912817
  nChanged 13
		SP:Iteration 71Q (4124.810000 sec): 3 clusters
  Score: Raw -20203272.902355 + Penalty 5862.700921 = -20197410.201434
  nChanged 13
		SP:Iteration 72Q (4125.240000 sec): 3 clusters
  Score: Raw -20203273.315355 + Penalty 5862.700921 = -20197410.614434
  nChanged 17
		SP:Iteration 73Q (4125.670000 sec): 3 clusters
  Score: Raw -20203273.796239 + Penalty 5862.700921 = -20197411.095318
  nChanged 10
		SP:Iteration 74Q (4126.100000 sec): 3 clusters
  Score: Raw -20203274.087795 + Penalty 5862.700921 = -20197411.386873
  nChanged 14
		SP:Iteration 75Q (4126.530000 sec): 3 clusters
  Score: Raw -20203274.428622 + Penalty 5862.700921 = -20197411.727701
  nChanged 11
		SP:Iteration 76Q (4126.950000 sec): 3 clusters
  Score: Raw -20203274.629507 + Penalty 5862.700921 = -20197411.928586
  nChanged 12
		SP:Iteration 77Q (4127.380000 sec): 3 clusters
  Score: Raw -20203274.890523 + Penalty 5862.700921 = -20197412.189602
  nChanged 9
		SP:Iteration 78Q (4127.810000 sec): 3 clusters
  Score: Raw -20203275.103952 + Penalty 5862.700921 = -20197412.403031
  nChanged 8
		SP:Iteration 79Q (4128.230000 sec): 3 clusters
  Score: Raw -20203275.282910 + Penalty 5862.700921 = -20197412.581989
  nChanged 11
		SP:Iteration 80F (4128.730000 sec): 3 clusters
  Score: Raw -20203275.527802 + Penalty 5862.700921 = -20197412.826881
  nChanged 8
		SP:Iteration 81Q (4129.160000 sec): 3 clusters
  Score: Raw -20203275.703525 + Penalty 5862.700921 = -20197413.002604
  nChanged 13
		SP:Iteration 82Q (4129.590000 sec): 3 clusters
  Score: Raw -20203275.943156 + Penalty 5862.700921 = -20197413.242234
  nChanged 10
		SP:Iteration 83Q (4130.020000 sec): 3 clusters
  Score: Raw -20203276.139142 + Penalty 5862.700921 = -20197413.438221
  nChanged 8
		SP:Iteration 84Q (4130.450000 sec): 3 clusters
  Score: Raw -20203276.324793 + Penalty 5862.700921 = -20197413.623872
  nChanged 9
		SP:Iteration 85Q (4130.870000 sec): 3 clusters
  Score: Raw -20203276.532439 + Penalty 5862.700921 = -20197413.831518
  nChanged 8
		SP:Iteration 86Q (4131.300000 sec): 3 clusters
  Score: Raw -20203276.720308 + Penalty 5862.700921 = -20197414.019387
  nChanged 4
		SP:Iteration 87Q (4131.730000 sec): 3 clusters
  Score: Raw -20203276.780570 + Penalty 5862.700921 = -20197414.079649
  nChanged 1
		SP:Iteration 88Q (4132.160000 sec): 3 clusters
  Score: Raw -20203276.799413 + Penalty 5862.700921 = -20197414.098492
  nChanged 4
		SP:Iteration 89Q (4132.590000 sec): 3 clusters
  Score: Raw -20203276.891747 + Penalty 5862.700921 = -20197414.190826
  nChanged 3
		SP:Iteration 90Q (4133.010000 sec): 3 clusters
  Score: Raw -20203277.004400 + Penalty 5862.700921 = -20197414.303479
  nChanged 5
		SP:Iteration 91Q (4133.440000 sec): 3 clusters
  Score: Raw -20203277.142379 + Penalty 5862.700921 = -20197414.441457
  nChanged 8
		SP:Iteration 92Q (4133.870000 sec): 3 clusters
  Score: Raw -20203277.276300 + Penalty 5862.700921 = -20197414.575379
  nChanged 2
		SP:Iteration 93Q (4134.290000 sec): 3 clusters
  Score: Raw -20203277.303195 + Penalty 5862.700921 = -20197414.602274
  nChanged 0
		SP:Iteration 94F (4134.790000 sec): 3 clusters
  Score: Raw -20203277.303195 + Penalty 5862.700921 = -20197414.602274
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 26.
Iteration 20F (4163.500000 sec): 27 clusters
  Score: Raw -117515018.376134 + Penalty 87741.839050 = -117427276.537084
  nChanged 23736
Iteration 21Q (4173.240000 sec): 27 clusters
  Score: Raw -117526992.675716 + Penalty 87741.839050 = -117439250.836666
  nChanged 13322
Iteration 22Q (4182.610000 sec): 27 clusters
  Score: Raw -117531289.297978 + Penalty 87741.839050 = -117443547.458928
  nChanged 10481
Iteration 23Q (4191.830000 sec): 27 clusters
  Score: Raw -117534040.002938 + Penalty 87741.839050 = -117446298.163888
  nChanged 8984
Iteration 24Q (4200.890000 sec): 27 clusters
  Score: Raw -117536137.729200 + Penalty 87741.839050 = -117448395.890151
  nChanged 7903
Iteration 25Q (4209.880000 sec): 27 clusters
  Score: Raw -117537788.476618 + Penalty 87741.839050 = -117450046.637568
  nChanged 7107
Iteration 26Q (4218.850000 sec): 27 clusters
  Score: Raw -117539175.808874 + Penalty 87741.839050 = -117451433.969825
  nChanged 6570
Iteration 27Q (4227.780000 sec): 27 clusters
  Score: Raw -117540342.947168 + Penalty 87741.839050 = -117452601.108119
  nChanged 6188
Iteration 28Q (4236.640000 sec): 27 clusters
  Score: Raw -117541352.349118 + Penalty 87741.839050 = -117453610.510068
  nChanged 5581
Iteration 29Q (4245.490000 sec): 27 clusters
  Score: Raw -117542226.913235 + Penalty 87741.839050 = -117454485.074186
  nChanged 5163
Iteration 30Q (4254.310000 sec): 27 clusters
  Score: Raw -117543033.677092 + Penalty 87741.839050 = -117455291.838043
  nChanged 4912
Iteration 31Q (4263.090000 sec): 27 clusters
  Score: Raw -117543786.035840 + Penalty 87741.839050 = -117456044.196790
  nChanged 4677
Iteration 32Q (4271.860000 sec): 27 clusters
  Score: Raw -117544519.219890 + Penalty 87741.839050 = -117456777.380840
  nChanged 4553
Iteration 33Q (4280.620000 sec): 27 clusters
  Score: Raw -117545232.777636 + Penalty 87741.839050 = -117457490.938587
  nChanged 4396
Iteration 34Q (4289.330000 sec): 27 clusters
  Score: Raw -117545921.371581 + Penalty 87741.839050 = -117458179.532531
  nChanged 4189
Iteration 35Q (4298.040000 sec): 27 clusters
  Score: Raw -117546571.144500 + Penalty 87741.839050 = -117458829.305451
  nChanged 4046
Iteration 36Q (4306.730000 sec): 27 clusters
  Score: Raw -117547211.070380 + Penalty 87741.839050 = -117459469.231330
  nChanged 3893
Iteration 37Q (4315.400000 sec): 27 clusters
  Score: Raw -117547837.895581 + Penalty 87741.839050 = -117460096.056531
  nChanged 3825
Iteration 38Q (4324.070000 sec): 27 clusters
  Score: Raw -117548444.158075 + Penalty 87741.839050 = -117460702.319025
  nChanged 3722
Iteration 39Q (4332.710000 sec): 27 clusters
  Score: Raw -117549068.290349 + Penalty 87741.839050 = -117461326.451299
  nChanged 3601
Iteration 40F (4361.270000 sec): 27 clusters
  Score: Raw -117550613.624798 + Penalty 87741.839050 = -117462871.785748
  nChanged 3634
Iteration 41Q (4368.980000 sec): 27 clusters
  Score: Raw -117551999.432836 + Penalty 87741.839050 = -117464257.593786
  nChanged 3591
Iteration 42Q (4376.700000 sec): 27 clusters
  Score: Raw -117552795.670585 + Penalty 87741.839050 = -117465053.831536
  nChanged 3471
Iteration 43Q (4384.410000 sec): 27 clusters
  Score: Raw -117553604.156847 + Penalty 87741.839050 = -117465862.317798
  nChanged 3501
Iteration 44Q (4392.130000 sec): 27 clusters
  Score: Raw -117554540.371334 + Penalty 87741.839050 = -117466798.532285
  nChanged 3536
Iteration 45Q (4399.800000 sec): 27 clusters
  Score: Raw -117555429.831941 + Penalty 87741.839050 = -117467687.992892
  nChanged 3354
Iteration 46Q (4407.460000 sec): 27 clusters
  Score: Raw -117556173.502568 + Penalty 87741.839050 = -117468431.663518
  nChanged 3190
Iteration 47Q (4415.120000 sec): 27 clusters
  Score: Raw -117556814.084308 + Penalty 87741.839050 = -117469072.245258
  nChanged 2908
Iteration 48Q (4422.760000 sec): 27 clusters
  Score: Raw -117557296.910341 + Penalty 87741.839050 = -117469555.071291
  nChanged 2713
Iteration 49Q (4430.370000 sec): 27 clusters
  Score: Raw -117557682.557712 + Penalty 87741.839050 = -117469940.718662
  nChanged 2384
Iteration 50Q (4438.000000 sec): 27 clusters
  Score: Raw -117557973.616671 + Penalty 87741.839050 = -117470231.777622
  nChanged 2090
Iteration 51Q (4445.570000 sec): 27 clusters
  Score: Raw -117558196.734372 + Penalty 87741.839050 = -117470454.895323
  nChanged 1914
Iteration 52Q (4453.140000 sec): 27 clusters
  Score: Raw -117558398.897791 + Penalty 87741.839050 = -117470657.058742
  nChanged 1764
Iteration 53Q (4460.710000 sec): 27 clusters
  Score: Raw -117558575.454784 + Penalty 87741.839050 = -117470833.615734
  nChanged 1707
Iteration 54Q (4468.270000 sec): 27 clusters
  Score: Raw -117558720.019857 + Penalty 87741.839050 = -117470978.180807
  nChanged 1487
Iteration 55Q (4475.820000 sec): 27 clusters
  Score: Raw -117558828.092661 + Penalty 87741.839050 = -117471086.253611
  nChanged 1327
Iteration 56Q (4483.370000 sec): 27 clusters
  Score: Raw -117558914.157613 + Penalty 87741.839050 = -117471172.318563
  nChanged 1190
Iteration 57Q (4490.890000 sec): 27 clusters
  Score: Raw -117558989.605826 + Penalty 87741.839050 = -117471247.766776
  nChanged 1066
Iteration 58Q (4498.410000 sec): 27 clusters
  Score: Raw -117559054.158597 + Penalty 87741.839050 = -117471312.319548
  nChanged 961
Writing temp clu file 
Because OldScore, -117471247.766776, is greater than current (better) Score,-117471312.319548 
 Compute initial score before splitting:   Score: Raw -117559054.158597 + Penalty 87741.839050 = -117471312.319548
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (6966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4498.600000 sec): 2 clusters
  Score: Raw -1022875.581092 + Penalty 2194.501520 = -1020681.079572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4498.630000 sec): 3 clusters
  Score: Raw -1019327.136669 + Penalty 4389.003040 = -1014938.133629
  nChanged 2768
		SP:Iteration 1F (4498.650000 sec): 3 clusters
  Score: Raw -1020824.261544 + Penalty 4389.003040 = -1016435.258504
  nChanged 524
		SP:Iteration 2F (4498.680000 sec): 3 clusters
  Score: Raw -1021105.536121 + Penalty 4389.003040 = -1016716.533081
  nChanged 387
		SP:Iteration 3F (4498.700000 sec): 3 clusters
  Score: Raw -1021307.661710 + Penalty 4389.003040 = -1016918.658671
  nChanged 272
		SP:Iteration 4Q (4498.730000 sec): 3 clusters
  Score: Raw -1021437.234449 + Penalty 4389.003040 = -1017048.231409
  nChanged 245
		SP:Iteration 5Q (4498.750000 sec): 3 clusters
  Score: Raw -1021564.813104 + Penalty 4389.003040 = -1017175.810064
  nChanged 230
		SP:Iteration 6Q (4498.780000 sec): 3 clusters
  Score: Raw -1021681.930461 + Penalty 4389.003040 = -1017292.927421
  nChanged 216
		SP:Iteration 7Q (4498.800000 sec): 3 clusters
  Score: Raw -1021794.879341 + Penalty 4389.003040 = -1017405.876302
  nChanged 184
		SP:Iteration 8Q (4498.830000 sec): 3 clusters
  Score: Raw -1021885.889448 + Penalty 4389.003040 = -1017496.886408
  nChanged 158
		SP:Iteration 9Q (4498.860000 sec): 3 clusters
  Score: Raw -1021956.017819 + Penalty 4389.003040 = -1017567.014779
  nChanged 138
		SP:Iteration 10Q (4498.880000 sec): 3 clusters
  Score: Raw -1022014.863123 + Penalty 4389.003040 = -1017625.860083
  nChanged 134
		SP:Iteration 11Q (4498.900000 sec): 3 clusters
  Score: Raw -1022080.833012 + Penalty 4389.003040 = -1017691.829973
  nChanged 126
		SP:Iteration 12Q (4498.930000 sec): 3 clusters
  Score: Raw -1022136.995511 + Penalty 4389.003040 = -1017747.992471
  nChanged 115
		SP:Iteration 13Q (4498.960000 sec): 3 clusters
  Score: Raw -1022186.902231 + Penalty 4389.003040 = -1017797.899191
  nChanged 92
		SP:Iteration 14Q (4498.980000 sec): 3 clusters
  Score: Raw -1022225.214748 + Penalty 4389.003040 = -1017836.211709
  nChanged 80
		SP:Iteration 15Q (4499.000000 sec): 3 clusters
  Score: Raw -1022262.679708 + Penalty 4389.003040 = -1017873.676668
  nChanged 81
		SP:Iteration 16Q (4499.030000 sec): 3 clusters
  Score: Raw -1022299.285956 + Penalty 4389.003040 = -1017910.282916
  nChanged 73
		SP:Iteration 17Q (4499.060000 sec): 3 clusters
  Score: Raw -1022327.998598 + Penalty 4389.003040 = -1017938.995558
  nChanged 66
		SP:Iteration 18Q (4499.080000 sec): 3 clusters
  Score: Raw -1022355.523782 + Penalty 4389.003040 = -1017966.520743
  nChanged 65
		SP:Iteration 19Q (4499.100000 sec): 3 clusters
  Score: Raw -1022384.713396 + Penalty 4389.003040 = -1017995.710356
  nChanged 71
		SP:Iteration 20F (4499.130000 sec): 3 clusters
  Score: Raw -1022415.354258 + Penalty 4389.003040 = -1018026.351219
  nChanged 66
		SP:Iteration 21Q (4499.160000 sec): 3 clusters
  Score: Raw -1022440.323998 + Penalty 4389.003040 = -1018051.320959
  nChanged 62
		SP:Iteration 22Q (4499.180000 sec): 3 clusters
  Score: Raw -1022462.416104 + Penalty 4389.003040 = -1018073.413064
  nChanged 58
		SP:Iteration 23Q (4499.200000 sec): 3 clusters
  Score: Raw -1022483.395554 + Penalty 4389.003040 = -1018094.392514
  nChanged 60
		SP:Iteration 24Q (4499.230000 sec): 3 clusters
  Score: Raw -1022505.911925 + Penalty 4389.003040 = -1018116.908885
  nChanged 52
		SP:Iteration 25Q (4499.250000 sec): 3 clusters
  Score: Raw -1022526.028625 + Penalty 4389.003040 = -1018137.025585
  nChanged 55
		SP:Iteration 26Q (4499.280000 sec): 3 clusters
  Score: Raw -1022548.892597 + Penalty 4389.003040 = -1018159.889558
  nChanged 58
		SP:Iteration 27Q (4499.300000 sec): 3 clusters
  Score: Raw -1022570.559488 + Penalty 4389.003040 = -1018181.556449
  nChanged 49
		SP:Iteration 28Q (4499.320000 sec): 3 clusters
  Score: Raw -1022586.568963 + Penalty 4389.003040 = -1018197.565923
  nChanged 43
		SP:Iteration 29Q (4499.350000 sec): 3 clusters
  Score: Raw -1022601.851031 + Penalty 4389.003040 = -1018212.847991
  nChanged 40
		SP:Iteration 30Q (4499.370000 sec): 3 clusters
  Score: Raw -1022616.364859 + Penalty 4389.003040 = -1018227.361820
  nChanged 38
		SP:Iteration 31Q (4499.400000 sec): 3 clusters
  Score: Raw -1022629.233900 + Penalty 4389.003040 = -1018240.230861
  nChanged 30
		SP:Iteration 32Q (4499.420000 sec): 3 clusters
  Score: Raw -1022639.615745 + Penalty 4389.003040 = -1018250.612705
  nChanged 37
		SP:Iteration 33Q (4499.440000 sec): 3 clusters
  Score: Raw -1022652.160783 + Penalty 4389.003040 = -1018263.157743
  nChanged 30
		SP:Iteration 34Q (4499.470000 sec): 3 clusters
  Score: Raw -1022665.893821 + Penalty 4389.003040 = -1018276.890781
  nChanged 36
		SP:Iteration 35Q (4499.490000 sec): 3 clusters
  Score: Raw -1022680.411238 + Penalty 4389.003040 = -1018291.408198
  nChanged 37
		SP:Iteration 36Q (4499.520000 sec): 3 clusters
  Score: Raw -1022692.075685 + Penalty 4389.003040 = -1018303.072646
  nChanged 40
		SP:Iteration 37Q (4499.540000 sec): 3 clusters
  Score: Raw -1022704.971311 + Penalty 4389.003040 = -1018315.968271
  nChanged 43
		SP:Iteration 38Q (4499.560000 sec): 3 clusters
  Score: Raw -1022721.131639 + Penalty 4389.003040 = -1018332.128599
  nChanged 42
		SP:Iteration 39Q (4499.590000 sec): 3 clusters
  Score: Raw -1022737.981046 + Penalty 4389.003040 = -1018348.978006
  nChanged 43
		SP:Iteration 40F (4499.610000 sec): 3 clusters
  Score: Raw -1022755.050424 + Penalty 4389.003040 = -1018366.047385
  nChanged 40
		SP:Iteration 41Q (4499.640000 sec): 3 clusters
  Score: Raw -1022771.535032 + Penalty 4389.003040 = -1018382.531992
  nChanged 45
		SP:Iteration 42Q (4499.660000 sec): 3 clusters
  Score: Raw -1022788.975888 + Penalty 4389.003040 = -1018399.972848
  nChanged 41
		SP:Iteration 43Q (4499.680000 sec): 3 clusters
  Score: Raw -1022801.698912 + Penalty 4389.003040 = -1018412.695872
  nChanged 31
		SP:Iteration 44Q (4499.710000 sec): 3 clusters
  Score: Raw -1022811.181123 + Penalty 4389.003040 = -1018422.178083
  nChanged 25
		SP:Iteration 45Q (4499.730000 sec): 3 clusters
  Score: Raw -1022819.323721 + Penalty 4389.003040 = -1018430.320681
  nChanged 26
		SP:Iteration 46Q (4499.750000 sec): 3 clusters
  Score: Raw -1022828.423524 + Penalty 4389.003040 = -1018439.420485
  nChanged 30
		SP:Iteration 47Q (4499.780000 sec): 3 clusters
  Score: Raw -1022839.806759 + Penalty 4389.003040 = -1018450.803719
  nChanged 32
		SP:Iteration 48Q (4499.800000 sec): 3 clusters
  Score: Raw -1022853.018745 + Penalty 4389.003040 = -1018464.015706
  nChanged 35
		SP:Iteration 49Q (4499.820000 sec): 3 clusters
  Score: Raw -1022864.138085 + Penalty 4389.003040 = -1018475.135046
  nChanged 26
		SP:Iteration 50Q (4499.850000 sec): 3 clusters
  Score: Raw -1022873.924535 + Penalty 4389.003040 = -1018484.921496
  nChanged 31
		SP:Iteration 51Q (4499.870000 sec): 3 clusters
  Score: Raw -1022885.328105 + Penalty 4389.003040 = -1018496.325065
  nChanged 29
		SP:Iteration 52Q (4499.890000 sec): 3 clusters
  Score: Raw -1022893.708385 + Penalty 4389.003040 = -1018504.705345
  nChanged 28
		SP:Iteration 53Q (4499.920000 sec): 3 clusters
  Score: Raw -1022902.850430 + Penalty 4389.003040 = -1018513.847390
  nChanged 18
		SP:Iteration 54Q (4499.940000 sec): 3 clusters
  Score: Raw -1022908.890560 + Penalty 4389.003040 = -1018519.887520
  nChanged 16
		SP:Iteration 55Q (4499.960000 sec): 3 clusters
  Score: Raw -1022915.341697 + Penalty 4389.003040 = -1018526.338657
  nChanged 23
		SP:Iteration 56Q (4499.980000 sec): 3 clusters
  Score: Raw -1022923.620136 + Penalty 4389.003040 = -1018534.617097
  nChanged 27
		SP:Iteration 57Q (4500.010000 sec): 3 clusters
  Score: Raw -1022933.170389 + Penalty 4389.003040 = -1018544.167350
  nChanged 20
		SP:Iteration 58Q (4500.030000 sec): 3 clusters
  Score: Raw -1022939.892147 + Penalty 4389.003040 = -1018550.889108
  nChanged 22
		SP:Iteration 59Q (4500.050000 sec): 3 clusters
  Score: Raw -1022947.331037 + Penalty 4389.003040 = -1018558.327997
  nChanged 18
		SP:Iteration 60F (4500.080000 sec): 3 clusters
  Score: Raw -1022954.808984 + Penalty 4389.003040 = -1018565.805944
  nChanged 23
		SP:Iteration 61Q (4500.100000 sec): 3 clusters
  Score: Raw -1022963.524144 + Penalty 4389.003040 = -1018574.521105
  nChanged 24
		SP:Iteration 62Q (4500.120000 sec): 3 clusters
  Score: Raw -1022972.260581 + Penalty 4389.003040 = -1018583.257541
  nChanged 20
		SP:Iteration 63Q (4500.150000 sec): 3 clusters
  Score: Raw -1022978.672405 + Penalty 4389.003040 = -1018589.669365
  nChanged 15
		SP:Iteration 64Q (4500.170000 sec): 3 clusters
  Score: Raw -1022983.531044 + Penalty 4389.003040 = -1018594.528004
  nChanged 17
		SP:Iteration 65Q (4500.190000 sec): 3 clusters
  Score: Raw -1022989.350573 + Penalty 4389.003040 = -1018600.347533
  nChanged 13
		SP:Iteration 66Q (4500.210000 sec): 3 clusters
  Score: Raw -1022994.774391 + Penalty 4389.003040 = -1018605.771352
  nChanged 12
		SP:Iteration 67Q (4500.240000 sec): 3 clusters
  Score: Raw -1022998.394637 + Penalty 4389.003040 = -1018609.391598
  nChanged 10
		SP:Iteration 68Q (4500.260000 sec): 3 clusters
  Score: Raw -1023002.905836 + Penalty 4389.003040 = -1018613.902796
  nChanged 12
		SP:Iteration 69Q (4500.280000 sec): 3 clusters
  Score: Raw -1023007.372833 + Penalty 4389.003040 = -1018618.369793
  nChanged 13
		SP:Iteration 70Q (4500.300000 sec): 3 clusters
  Score: Raw -1023011.732600 + Penalty 4389.003040 = -1018622.729560
  nChanged 15
		SP:Iteration 71Q (4500.320000 sec): 3 clusters
  Score: Raw -1023018.232221 + Penalty 4389.003040 = -1018629.229182
  nChanged 18
		SP:Iteration 72Q (4500.350000 sec): 3 clusters
  Score: Raw -1023026.071510 + Penalty 4389.003040 = -1018637.068471
  nChanged 15
		SP:Iteration 73Q (4500.370000 sec): 3 clusters
  Score: Raw -1023032.632889 + Penalty 4389.003040 = -1018643.629849
  nChanged 10
		SP:Iteration 74Q (4500.390000 sec): 3 clusters
  Score: Raw -1023037.950043 + Penalty 4389.003040 = -1018648.947004
  nChanged 16
		SP:Iteration 75Q (4500.410000 sec): 3 clusters
  Score: Raw -1023045.348249 + Penalty 4389.003040 = -1018656.345209
  nChanged 15
		SP:Iteration 76Q (4500.430000 sec): 3 clusters
  Score: Raw -1023052.619937 + Penalty 4389.003040 = -1018663.616897
  nChanged 17
		SP:Iteration 77Q (4500.460000 sec): 3 clusters
  Score: Raw -1023060.473835 + Penalty 4389.003040 = -1018671.470795
  nChanged 19
		SP:Iteration 78Q (4500.480000 sec): 3 clusters
  Score: Raw -1023067.510259 + Penalty 4389.003040 = -1018678.507219
  nChanged 12
		SP:Iteration 79Q (4500.500000 sec): 3 clusters
  Score: Raw -1023072.783679 + Penalty 4389.003040 = -1018683.780639
  nChanged 11
		SP:Iteration 80F (4500.520000 sec): 3 clusters
  Score: Raw -1023077.732300 + Penalty 4389.003040 = -1018688.729261
  nChanged 9
		SP:Iteration 81Q (4500.550000 sec): 3 clusters
  Score: Raw -1023082.838393 + Penalty 4389.003040 = -1018693.835354
  nChanged 10
		SP:Iteration 82Q (4500.570000 sec): 3 clusters
  Score: Raw -1023087.051368 + Penalty 4389.003040 = -1018698.048328
  nChanged 8
		SP:Iteration 83Q (4500.590000 sec): 3 clusters
  Score: Raw -1023090.856616 + Penalty 4389.003040 = -1018701.853576
  nChanged 6
		SP:Iteration 84Q (4500.610000 sec): 3 clusters
  Score: Raw -1023093.681436 + Penalty 4389.003040 = -1018704.678396
  nChanged 8
		SP:Iteration 85Q (4500.630000 sec): 3 clusters
  Score: Raw -1023097.142716 + Penalty 4389.003040 = -1018708.139676
  nChanged 5
		SP:Iteration 86Q (4500.650000 sec): 3 clusters
  Score: Raw -1023098.876100 + Penalty 4389.003040 = -1018709.873060
  nChanged 5
		SP:Iteration 87Q (4500.680000 sec): 3 clusters
  Score: Raw -1023100.860592 + Penalty 4389.003040 = -1018711.857552
  nChanged 2
		SP:Iteration 88Q (4500.700000 sec): 3 clusters
  Score: Raw -1023101.451592 + Penalty 4389.003040 = -1018712.448552
  nChanged 2
		SP:Iteration 89Q (4500.720000 sec): 3 clusters
  Score: Raw -1023101.941124 + Penalty 4389.003040 = -1018712.938085
  nChanged 1
		SP:Iteration 90Q (4500.740000 sec): 3 clusters
  Score: Raw -1023102.267307 + Penalty 4389.003040 = -1018713.264268
  nChanged 0
		SP:Iteration 91F (4500.760000 sec): 3 clusters
  Score: Raw -1023102.267307 + Penalty 4389.003040 = -1018713.264268
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (6192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4500.780000 sec): 2 clusters
  Score: Raw -895774.247419 + Penalty 2165.291327 = -893608.956092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4500.810000 sec): 3 clusters
  Score: Raw -892611.618694 + Penalty 4330.582654 = -888281.036040
  nChanged 2441
		SP:Iteration 1F (4500.830000 sec): 3 clusters
  Score: Raw -893943.144743 + Penalty 4330.582654 = -889612.562089
  nChanged 456
		SP:Iteration 2F (4500.850000 sec): 3 clusters
  Score: Raw -894191.611700 + Penalty 4330.582654 = -889861.029046
  nChanged 332
		SP:Iteration 3F (4500.880000 sec): 3 clusters
  Score: Raw -894372.070582 + Penalty 4330.582654 = -890041.487928
  nChanged 260
		SP:Iteration 4Q (4500.900000 sec): 3 clusters
  Score: Raw -894518.463670 + Penalty 4330.582654 = -890187.881016
  nChanged 223
		SP:Iteration 5Q (4500.920000 sec): 3 clusters
  Score: Raw -894641.672366 + Penalty 4330.582654 = -890311.089712
  nChanged 186
		SP:Iteration 6Q (4500.940000 sec): 3 clusters
  Score: Raw -894732.402370 + Penalty 4330.582654 = -890401.819716
  nChanged 170
		SP:Iteration 7Q (4500.960000 sec): 3 clusters
  Score: Raw -894820.678290 + Penalty 4330.582654 = -890490.095636
  nChanged 171
		SP:Iteration 8Q (4500.990000 sec): 3 clusters
  Score: Raw -894900.883584 + Penalty 4330.582654 = -890570.300930
  nChanged 148
		SP:Iteration 9Q (4501.010000 sec): 3 clusters
  Score: Raw -894981.419693 + Penalty 4330.582654 = -890650.837039
  nChanged 146
		SP:Iteration 10Q (4501.030000 sec): 3 clusters
  Score: Raw -895058.949088 + Penalty 4330.582654 = -890728.366434
  nChanged 131
		SP:Iteration 11Q (4501.060000 sec): 3 clusters
  Score: Raw -895124.067415 + Penalty 4330.582654 = -890793.484761
  nChanged 142
		SP:Iteration 12Q (4501.080000 sec): 3 clusters
  Score: Raw -895196.599124 + Penalty 4330.582654 = -890866.016470
  nChanged 135
		SP:Iteration 13Q (4501.100000 sec): 3 clusters
  Score: Raw -895264.020415 + Penalty 4330.582654 = -890933.437761
  nChanged 124
		SP:Iteration 14Q (4501.120000 sec): 3 clusters
  Score: Raw -895313.554923 + Penalty 4330.582654 = -890982.972269
  nChanged 100
		SP:Iteration 15Q (4501.140000 sec): 3 clusters
  Score: Raw -895358.109244 + Penalty 4330.582654 = -891027.526590
  nChanged 112
		SP:Iteration 16Q (4501.160000 sec): 3 clusters
  Score: Raw -895411.226021 + Penalty 4330.582654 = -891080.643367
  nChanged 107
		SP:Iteration 17Q (4501.190000 sec): 3 clusters
  Score: Raw -895460.394761 + Penalty 4330.582654 = -891129.812107
  nChanged 90
		SP:Iteration 18Q (4501.210000 sec): 3 clusters
  Score: Raw -895502.736828 + Penalty 4330.582654 = -891172.154174
  nChanged 86
		SP:Iteration 19Q (4501.230000 sec): 3 clusters
  Score: Raw -895538.746043 + Penalty 4330.582654 = -891208.163389
  nChanged 78
		SP:Iteration 20F (4501.260000 sec): 3 clusters
  Score: Raw -895574.209826 + Penalty 4330.582654 = -891243.627172
  nChanged 67
		SP:Iteration 21Q (4501.280000 sec): 3 clusters
  Score: Raw -895602.610846 + Penalty 4330.582654 = -891272.028192
  nChanged 75
		SP:Iteration 22Q (4501.300000 sec): 3 clusters
  Score: Raw -895631.888031 + Penalty 4330.582654 = -891301.305377
  nChanged 62
		SP:Iteration 23Q (4501.320000 sec): 3 clusters
  Score: Raw -895655.527116 + Penalty 4330.582654 = -891324.944462
  nChanged 60
		SP:Iteration 24Q (4501.340000 sec): 3 clusters
  Score: Raw -895674.101507 + Penalty 4330.582654 = -891343.518854
  nChanged 49
		SP:Iteration 25Q (4501.360000 sec): 3 clusters
  Score: Raw -895691.609298 + Penalty 4330.582654 = -891361.026644
  nChanged 39
		SP:Iteration 26Q (4501.380000 sec): 3 clusters
  Score: Raw -895704.633006 + Penalty 4330.582654 = -891374.050352
  nChanged 35
		SP:Iteration 27Q (4501.410000 sec): 3 clusters
  Score: Raw -895718.092034 + Penalty 4330.582654 = -891387.509380
  nChanged 31
		SP:Iteration 28Q (4501.430000 sec): 3 clusters
  Score: Raw -895727.134410 + Penalty 4330.582654 = -891396.551756
  nChanged 26
		SP:Iteration 29Q (4501.450000 sec): 3 clusters
  Score: Raw -895736.998599 + Penalty 4330.582654 = -891406.415945
  nChanged 26
		SP:Iteration 30Q (4501.470000 sec): 3 clusters
  Score: Raw -895745.192873 + Penalty 4330.582654 = -891414.610219
  nChanged 22
		SP:Iteration 31Q (4501.500000 sec): 3 clusters
  Score: Raw -895751.807061 + Penalty 4330.582654 = -891421.224407
  nChanged 18
		SP:Iteration 32Q (4501.520000 sec): 3 clusters
  Score: Raw -895757.216630 + Penalty 4330.582654 = -891426.633976
  nChanged 17
		SP:Iteration 33Q (4501.540000 sec): 3 clusters
  Score: Raw -895761.636618 + Penalty 4330.582654 = -891431.053964
  nChanged 18
		SP:Iteration 34Q (4501.560000 sec): 3 clusters
  Score: Raw -895767.174091 + Penalty 4330.582654 = -891436.591437
  nChanged 16
		SP:Iteration 35Q (4501.580000 sec): 3 clusters
  Score: Raw -895772.475751 + Penalty 4330.582654 = -891441.893097
  nChanged 26
		SP:Iteration 36Q (4501.600000 sec): 3 clusters
  Score: Raw -895780.299836 + Penalty 4330.582654 = -891449.717182
  nChanged 23
		SP:Iteration 37Q (4501.630000 sec): 3 clusters
  Score: Raw -895787.930340 + Penalty 4330.582654 = -891457.347686
  nChanged 31
		SP:Iteration 38Q (4501.650000 sec): 3 clusters
  Score: Raw -895800.219355 + Penalty 4330.582654 = -891469.636701
  nChanged 31
		SP:Iteration 39Q (4501.670000 sec): 3 clusters
  Score: Raw -895810.216268 + Penalty 4330.582654 = -891479.633614
  nChanged 31
		SP:Iteration 40F (4501.700000 sec): 3 clusters
  Score: Raw -895823.536691 + Penalty 4330.582654 = -891492.954037
  nChanged 30
		SP:Iteration 41Q (4501.720000 sec): 3 clusters
  Score: Raw -895834.071831 + Penalty 4330.582654 = -891503.489177
  nChanged 27
		SP:Iteration 42Q (4501.740000 sec): 3 clusters
  Score: Raw -895841.286617 + Penalty 4330.582654 = -891510.703963
  nChanged 18
		SP:Iteration 43Q (4501.760000 sec): 3 clusters
  Score: Raw -895847.700486 + Penalty 4330.582654 = -891517.117832
  nChanged 12
		SP:Iteration 44Q (4501.780000 sec): 3 clusters
  Score: Raw -895852.621659 + Penalty 4330.582654 = -891522.039005
  nChanged 13
		SP:Iteration 45Q (4501.800000 sec): 3 clusters
  Score: Raw -895856.589563 + Penalty 4330.582654 = -891526.006909
  nChanged 16
		SP:Iteration 46Q (4501.820000 sec): 3 clusters
  Score: Raw -895861.384075 + Penalty 4330.582654 = -891530.801421
  nChanged 11
		SP:Iteration 47Q (4501.850000 sec): 3 clusters
  Score: Raw -895864.786448 + Penalty 4330.582654 = -891534.203794
  nChanged 8
		SP:Iteration 48Q (4501.870000 sec): 3 clusters
  Score: Raw -895866.800878 + Penalty 4330.582654 = -891536.218224
  nChanged 9
		SP:Iteration 49Q (4501.890000 sec): 3 clusters
  Score: Raw -895869.187845 + Penalty 4330.582654 = -891538.605191
  nChanged 6
		SP:Iteration 50Q (4501.910000 sec): 3 clusters
  Score: Raw -895870.823739 + Penalty 4330.582654 = -891540.241085
  nChanged 7
		SP:Iteration 51Q (4501.940000 sec): 3 clusters
  Score: Raw -895872.191206 + Penalty 4330.582654 = -891541.608553
  nChanged 4
		SP:Iteration 52Q (4501.960000 sec): 3 clusters
  Score: Raw -895873.067750 + Penalty 4330.582654 = -891542.485096
  nChanged 4
		SP:Iteration 53Q (4501.980000 sec): 3 clusters
  Score: Raw -895874.039457 + Penalty 4330.582654 = -891543.456803
  nChanged 5
		SP:Iteration 54Q (4502.000000 sec): 3 clusters
  Score: Raw -895875.794023 + Penalty 4330.582654 = -891545.211369
  nChanged 8
		SP:Iteration 55Q (4502.030000 sec): 3 clusters
  Score: Raw -895878.453283 + Penalty 4330.582654 = -891547.870629
  nChanged 9
		SP:Iteration 56Q (4502.050000 sec): 3 clusters
  Score: Raw -895880.579128 + Penalty 4330.582654 = -891549.996474
  nChanged 4
		SP:Iteration 57Q (4502.070000 sec): 3 clusters
  Score: Raw -895881.919228 + Penalty 4330.582654 = -891551.336574
  nChanged 4
		SP:Iteration 58Q (4502.090000 sec): 3 clusters
  Score: Raw -895882.890435 + Penalty 4330.582654 = -891552.307781
  nChanged 6
		SP:Iteration 59Q (4502.110000 sec): 3 clusters
  Score: Raw -895884.885106 + Penalty 4330.582654 = -891554.302452
  nChanged 11
		SP:Iteration 60F (4502.130000 sec): 3 clusters
  Score: Raw -895888.139516 + Penalty 4330.582654 = -891557.556862
  nChanged 8
		SP:Iteration 61Q (4502.150000 sec): 3 clusters
  Score: Raw -895890.797327 + Penalty 4330.582654 = -891560.214673
  nChanged 8
		SP:Iteration 62Q (4502.170000 sec): 3 clusters
  Score: Raw -895893.261134 + Penalty 4330.582654 = -891562.678480
  nChanged 9
		SP:Iteration 63Q (4502.190000 sec): 3 clusters
  Score: Raw -895896.237320 + Penalty 4330.582654 = -891565.654666
  nChanged 9
		SP:Iteration 64Q (4502.210000 sec): 3 clusters
  Score: Raw -895899.121357 + Penalty 4330.582654 = -891568.538703
  nChanged 10
		SP:Iteration 65Q (4502.230000 sec): 3 clusters
  Score: Raw -895902.438623 + Penalty 4330.582654 = -891571.855969
  nChanged 9
		SP:Iteration 66Q (4502.260000 sec): 3 clusters
  Score: Raw -895904.860908 + Penalty 4330.582654 = -891574.278254
  nChanged 6
		SP:Iteration 67Q (4502.280000 sec): 3 clusters
  Score: Raw -895906.874822 + Penalty 4330.582654 = -891576.292168
  nChanged 9
		SP:Iteration 68Q (4502.300000 sec): 3 clusters
  Score: Raw -895909.167557 + Penalty 4330.582654 = -891578.584903
  nChanged 3
		SP:Iteration 69Q (4502.320000 sec): 3 clusters
  Score: Raw -895909.944536 + Penalty 4330.582654 = -891579.361882
  nChanged 4
		SP:Iteration 70Q (4502.340000 sec): 3 clusters
  Score: Raw -895911.687322 + Penalty 4330.582654 = -891581.104668
  nChanged 10
		SP:Iteration 71Q (4502.360000 sec): 3 clusters
  Score: Raw -895914.777180 + Penalty 4330.582654 = -891584.194526
  nChanged 8
		SP:Iteration 72Q (4502.380000 sec): 3 clusters
  Score: Raw -895916.801047 + Penalty 4330.582654 = -891586.218393
  nChanged 6
		SP:Iteration 73Q (4502.410000 sec): 3 clusters
  Score: Raw -895918.548783 + Penalty 4330.582654 = -891587.966129
  nChanged 10
		SP:Iteration 74Q (4502.430000 sec): 3 clusters
  Score: Raw -895921.404890 + Penalty 4330.582654 = -891590.822236
  nChanged 12
		SP:Iteration 75Q (4502.450000 sec): 3 clusters
  Score: Raw -895924.408908 + Penalty 4330.582654 = -891593.826254
  nChanged 8
		SP:Iteration 76Q (4502.470000 sec): 3 clusters
  Score: Raw -895926.700590 + Penalty 4330.582654 = -891596.117936
  nChanged 6
		SP:Iteration 77Q (4502.490000 sec): 3 clusters
  Score: Raw -895928.491206 + Penalty 4330.582654 = -891597.908552
  nChanged 4
		SP:Iteration 78Q (4502.510000 sec): 3 clusters
  Score: Raw -895929.532571 + Penalty 4330.582654 = -891598.949917
  nChanged 4
		SP:Iteration 79Q (4502.530000 sec): 3 clusters
  Score: Raw -895930.443917 + Penalty 4330.582654 = -891599.861263
  nChanged 6
		SP:Iteration 80F (4502.550000 sec): 3 clusters
  Score: Raw -895931.807437 + Penalty 4330.582654 = -891601.224783
  nChanged 4
		SP:Iteration 81Q (4502.570000 sec): 3 clusters
  Score: Raw -895932.478185 + Penalty 4330.582654 = -891601.895531
  nChanged 5
		SP:Iteration 82Q (4502.590000 sec): 3 clusters
  Score: Raw -895933.692588 + Penalty 4330.582654 = -891603.109934
  nChanged 5
		SP:Iteration 83Q (4502.610000 sec): 3 clusters
  Score: Raw -895934.852151 + Penalty 4330.582654 = -891604.269497
  nChanged 4
		SP:Iteration 84Q (4502.640000 sec): 3 clusters
  Score: Raw -895935.747264 + Penalty 4330.582654 = -891605.164610
  nChanged 3
		SP:Iteration 85Q (4502.660000 sec): 3 clusters
  Score: Raw -895936.483401 + Penalty 4330.582654 = -891605.900747
  nChanged 2
		SP:Iteration 86Q (4502.680000 sec): 3 clusters
  Score: Raw -895937.150820 + Penalty 4330.582654 = -891606.568166
  nChanged 6
		SP:Iteration 87Q (4502.700000 sec): 3 clusters
  Score: Raw -895938.425654 + Penalty 4330.582654 = -891607.843000
  nChanged 3
		SP:Iteration 88Q (4502.720000 sec): 3 clusters
  Score: Raw -895939.077467 + Penalty 4330.582654 = -891608.494813
  nChanged 5
		SP:Iteration 89Q (4502.740000 sec): 3 clusters
  Score: Raw -895940.461648 + Penalty 4330.582654 = -891609.878994
  nChanged 5
		SP:Iteration 90Q (4502.760000 sec): 3 clusters
  Score: Raw -895941.436325 + Penalty 4330.582654 = -891610.853671
  nChanged 3
		SP:Iteration 91Q (4502.780000 sec): 3 clusters
  Score: Raw -895942.002670 + Penalty 4330.582654 = -891611.420016
  nChanged 1
		SP:Iteration 92Q (4502.800000 sec): 3 clusters
  Score: Raw -895942.550895 + Penalty 4330.582654 = -891611.968241
  nChanged 1
		SP:Iteration 93Q (4502.830000 sec): 3 clusters
  Score: Raw -895942.787938 + Penalty 4330.582654 = -891612.205284
  nChanged 0
		SP:Iteration 94F (4502.850000 sec): 3 clusters
  Score: Raw -895942.787938 + Penalty 4330.582654 = -891612.205284
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (26585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4502.950000 sec): 2 clusters
  Score: Raw -3930311.042638 + Penalty 2526.649402 = -3927784.393237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4503.050000 sec): 3 clusters
  Score: Raw -3914317.832093 + Penalty 5053.298803 = -3909264.533290
  nChanged 11939
		SP:Iteration 1F (4503.150000 sec): 3 clusters
  Score: Raw -3920893.787008 + Penalty 5053.298803 = -3915840.488204
  nChanged 1345
		SP:Iteration 2F (4503.250000 sec): 3 clusters
  Score: Raw -3921297.392068 + Penalty 5053.298803 = -3916244.093265
  nChanged 1081
		SP:Iteration 3Q (4503.360000 sec): 3 clusters
  Score: Raw -3921613.986056 + Penalty 5053.298803 = -3916560.687253
  nChanged 956
		SP:Iteration 4Q (4503.460000 sec): 3 clusters
  Score: Raw -3921897.784880 + Penalty 5053.298803 = -3916844.486077
  nChanged 964
		SP:Iteration 5Q (4503.570000 sec): 3 clusters
  Score: Raw -3922220.055731 + Penalty 5053.298803 = -3917166.756927
  nChanged 1080
		SP:Iteration 6Q (4503.670000 sec): 3 clusters
  Score: Raw -3922635.217915 + Penalty 5053.298803 = -3917581.919112
  nChanged 1194
		SP:Iteration 7Q (4503.780000 sec): 3 clusters
  Score: Raw -3923187.025011 + Penalty 5053.298803 = -3918133.726208
  nChanged 1357
		SP:Iteration 8F (4503.880000 sec): 3 clusters
  Score: Raw -3923908.424964 + Penalty 5053.298803 = -3918855.126161
  nChanged 1480
		SP:Iteration 9F (4503.980000 sec): 3 clusters
  Score: Raw -3924861.568637 + Penalty 5053.298803 = -3919808.269834
  nChanged 1618
		SP:Iteration 10F (4504.080000 sec): 3 clusters
  Score: Raw -3926048.493240 + Penalty 5053.298803 = -3920995.194437
  nChanged 1543
		SP:Iteration 11F (4504.180000 sec): 3 clusters
  Score: Raw -3927295.508287 + Penalty 5053.298803 = -3922242.209484
  nChanged 1328
		SP:Iteration 12Q (4504.280000 sec): 3 clusters
  Score: Raw -3928412.928623 + Penalty 5053.298803 = -3923359.629820
  nChanged 939
		SP:Iteration 13Q (4504.380000 sec): 3 clusters
  Score: Raw -3929248.857178 + Penalty 5053.298803 = -3924195.558375
  nChanged 618
		SP:Iteration 14Q (4504.470000 sec): 3 clusters
  Score: Raw -3929819.823588 + Penalty 5053.298803 = -3924766.524784
  nChanged 367
		SP:Iteration 15Q (4504.560000 sec): 3 clusters
  Score: Raw -3930143.924985 + Penalty 5053.298803 = -3925090.626182
  nChanged 210
		SP:Iteration 16Q (4504.650000 sec): 3 clusters
  Score: Raw -3930331.057333 + Penalty 5053.298803 = -3925277.758530
  nChanged 124
		SP:Iteration 17Q (4504.730000 sec): 3 clusters
  Score: Raw -3930446.240790 + Penalty 5053.298803 = -3925392.941987
  nChanged 85
		SP:Iteration 18Q (4504.800000 sec): 3 clusters
  Score: Raw -3930526.188560 + Penalty 5053.298803 = -3925472.889757
  nChanged 49
		SP:Iteration 19Q (4504.870000 sec): 3 clusters
  Score: Raw -3930569.403440 + Penalty 5053.298803 = -3925516.104637
  nChanged 39
		SP:Iteration 20F (4504.970000 sec): 3 clusters
  Score: Raw -3930602.950481 + Penalty 5053.298803 = -3925549.651677
  nChanged 24
		SP:Iteration 21Q (4505.050000 sec): 3 clusters
  Score: Raw -3930623.670890 + Penalty 5053.298803 = -3925570.372086
  nChanged 20
		SP:Iteration 22Q (4505.130000 sec): 3 clusters
  Score: Raw -3930642.424214 + Penalty 5053.298803 = -3925589.125411
  nChanged 16
		SP:Iteration 23Q (4505.200000 sec): 3 clusters
  Score: Raw -3930658.985934 + Penalty 5053.298803 = -3925605.687131
  nChanged 21
		SP:Iteration 24Q (4505.270000 sec): 3 clusters
  Score: Raw -3930674.175853 + Penalty 5053.298803 = -3925620.877050
  nChanged 14
		SP:Iteration 25Q (4505.340000 sec): 3 clusters
  Score: Raw -3930683.260065 + Penalty 5053.298803 = -3925629.961262
  nChanged 8
		SP:Iteration 26Q (4505.410000 sec): 3 clusters
  Score: Raw -3930692.314118 + Penalty 5053.298803 = -3925639.015314
  nChanged 12
		SP:Iteration 27Q (4505.490000 sec): 3 clusters
  Score: Raw -3930701.984224 + Penalty 5053.298803 = -3925648.685420
  nChanged 3
		SP:Iteration 28Q (4505.560000 sec): 3 clusters
  Score: Raw -3930705.778126 + Penalty 5053.298803 = -3925652.479323
  nChanged 6
		SP:Iteration 29Q (4505.630000 sec): 3 clusters
  Score: Raw -3930709.416797 + Penalty 5053.298803 = -3925656.117994
  nChanged 5
		SP:Iteration 30Q (4505.700000 sec): 3 clusters
  Score: Raw -3930712.995695 + Penalty 5053.298803 = -3925659.696892
  nChanged 3
		SP:Iteration 31Q (4505.780000 sec): 3 clusters
  Score: Raw -3930716.093951 + Penalty 5053.298803 = -3925662.795148
  nChanged 3
		SP:Iteration 32Q (4505.850000 sec): 3 clusters
  Score: Raw -3930719.177766 + Penalty 5053.298803 = -3925665.878963
  nChanged 2
		SP:Iteration 33Q (4505.920000 sec): 3 clusters
  Score: Raw -3930721.217133 + Penalty 5053.298803 = -3925667.918330
  nChanged 5
		SP:Iteration 34Q (4505.990000 sec): 3 clusters
  Score: Raw -3930725.771048 + Penalty 5053.298803 = -3925672.472245
  nChanged 7
		SP:Iteration 35Q (4506.060000 sec): 3 clusters
  Score: Raw -3930732.232212 + Penalty 5053.298803 = -3925678.933409
  nChanged 5
		SP:Iteration 36Q (4506.140000 sec): 3 clusters
  Score: Raw -3930736.161210 + Penalty 5053.298803 = -3925682.862407
  nChanged 1
		SP:Iteration 37Q (4506.210000 sec): 3 clusters
  Score: Raw -3930736.970824 + Penalty 5053.298803 = -3925683.672021
  nChanged 0
		SP:Iteration 38F (4506.310000 sec): 3 clusters
  Score: Raw -3930736.970824 + Penalty 5053.298803 = -3925683.672021
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (20938 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4506.380000 sec): 2 clusters
  Score: Raw -2878376.022279 + Penalty 2467.431600 = -2875908.590678
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4506.460000 sec): 3 clusters
  Score: Raw -2866046.377788 + Penalty 4934.863201 = -2861111.514588
  nChanged 9319
		SP:Iteration 1F (4506.530000 sec): 3 clusters
  Score: Raw -2871333.028442 + Penalty 4934.863201 = -2866398.165241
  nChanged 1345
		SP:Iteration 2F (4506.610000 sec): 3 clusters
  Score: Raw -2871974.246169 + Penalty 4934.863201 = -2867039.382968
  nChanged 1216
		SP:Iteration 3F (4506.690000 sec): 3 clusters
  Score: Raw -2872525.452438 + Penalty 4934.863201 = -2867590.589237
  nChanged 1063
		SP:Iteration 4F (4506.770000 sec): 3 clusters
  Score: Raw -2872976.297334 + Penalty 4934.863201 = -2868041.434133
  nChanged 957
		SP:Iteration 5Q (4506.850000 sec): 3 clusters
  Score: Raw -2873394.176926 + Penalty 4934.863201 = -2868459.313726
  nChanged 923
		SP:Iteration 6Q (4506.930000 sec): 3 clusters
  Score: Raw -2873818.756519 + Penalty 4934.863201 = -2868883.893318
  nChanged 884
		SP:Iteration 7Q (4507.010000 sec): 3 clusters
  Score: Raw -2874283.360081 + Penalty 4934.863201 = -2869348.496880
  nChanged 1012
		SP:Iteration 8Q (4507.080000 sec): 3 clusters
  Score: Raw -2874915.858224 + Penalty 4934.863201 = -2869980.995023
  nChanged 1045
		SP:Iteration 9Q (4507.160000 sec): 3 clusters
  Score: Raw -2875608.603811 + Penalty 4934.863201 = -2870673.740611
  nChanged 1016
		SP:Iteration 10Q (4507.250000 sec): 3 clusters
  Score: Raw -2876297.252167 + Penalty 4934.863201 = -2871362.388967
  nChanged 912
		SP:Iteration 11Q (4507.330000 sec): 3 clusters
  Score: Raw -2876894.801286 + Penalty 4934.863201 = -2871959.938085
  nChanged 758
		SP:Iteration 12Q (4507.400000 sec): 3 clusters
  Score: Raw -2877351.169840 + Penalty 4934.863201 = -2872416.306639
  nChanged 648
		SP:Iteration 13Q (4507.480000 sec): 3 clusters
  Score: Raw -2877753.733484 + Penalty 4934.863201 = -2872818.870284
  nChanged 578
		SP:Iteration 14Q (4507.560000 sec): 3 clusters
  Score: Raw -2878159.474641 + Penalty 4934.863201 = -2873224.611441
  nChanged 541
		SP:Iteration 15Q (4507.630000 sec): 3 clusters
  Score: Raw -2878619.325962 + Penalty 4934.863201 = -2873684.462762
  nChanged 511
		SP:Iteration 16Q (4507.700000 sec): 3 clusters
  Score: Raw -2879123.058334 + Penalty 4934.863201 = -2874188.195134
  nChanged 473
		SP:Iteration 17Q (4507.770000 sec): 3 clusters
  Score: Raw -2879628.427940 + Penalty 4934.863201 = -2874693.564739
  nChanged 372
		SP:Iteration 18Q (4507.840000 sec): 3 clusters
  Score: Raw -2880004.691336 + Penalty 4934.863201 = -2875069.828136
  nChanged 248
		SP:Iteration 19Q (4507.910000 sec): 3 clusters
  Score: Raw -2880241.248856 + Penalty 4934.863201 = -2875306.385656
  nChanged 152
		SP:Iteration 20F (4507.980000 sec): 3 clusters
  Score: Raw -2880587.595740 + Penalty 4934.863201 = -2875652.732539
  nChanged 135
		SP:Iteration 21Q (4508.050000 sec): 3 clusters
  Score: Raw -2880829.125181 + Penalty 4934.863201 = -2875894.261981
  nChanged 98
		SP:Iteration 22Q (4508.110000 sec): 3 clusters
  Score: Raw -2880916.148792 + Penalty 4934.863201 = -2875981.285591
  nChanged 41
		SP:Iteration 23Q (4508.170000 sec): 3 clusters
  Score: Raw -2880939.497578 + Penalty 4934.863201 = -2876004.634377
  nChanged 16
		SP:Iteration 24Q (4508.240000 sec): 3 clusters
  Score: Raw -2880944.674110 + Penalty 4934.863201 = -2876009.810909
  nChanged 6
		SP:Iteration 25Q (4508.300000 sec): 3 clusters
  Score: Raw -2880947.160815 + Penalty 4934.863201 = -2876012.297615
  nChanged 2
		SP:Iteration 26Q (4508.360000 sec): 3 clusters
  Score: Raw -2880947.673901 + Penalty 4934.863201 = -2876012.810701
  nChanged 0
		SP:Iteration 27F (4508.440000 sec): 3 clusters
  Score: Raw -2880947.673901 + Penalty 4934.863201 = -2876012.810701
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 27.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4508.460000 sec): 2 clusters
  Score: Raw -466550.775029 + Penalty 2004.588940 = -464546.186090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4508.470000 sec): 3 clusters
  Score: Raw -465126.629450 + Penalty 4009.177880 = -461117.451570
  nChanged 1146
		SP:Iteration 1F (4508.480000 sec): 3 clusters
  Score: Raw -465824.398498 + Penalty 4009.177880 = -461815.220618
  nChanged 232
		SP:Iteration 2F (4508.500000 sec): 3 clusters
  Score: Raw -465989.938552 + Penalty 4009.177880 = -461980.760672
  nChanged 157
		SP:Iteration 3Q (4508.510000 sec): 3 clusters
  Score: Raw -466095.243594 + Penalty 4009.177880 = -462086.065714
  nChanged 108
		SP:Iteration 4Q (4508.520000 sec): 3 clusters
  Score: Raw -466149.299564 + Penalty 4009.177880 = -462140.121684
  nChanged 69
		SP:Iteration 5Q (4508.530000 sec): 3 clusters
  Score: Raw -466182.818068 + Penalty 4009.177880 = -462173.640188
  nChanged 50
		SP:Iteration 6Q (4508.540000 sec): 3 clusters
  Score: Raw -466204.429770 + Penalty 4009.177880 = -462195.251890
  nChanged 34
		SP:Iteration 7Q (4508.560000 sec): 3 clusters
  Score: Raw -466219.415080 + Penalty 4009.177880 = -462210.237201
  nChanged 32
		SP:Iteration 8Q (4508.570000 sec): 3 clusters
  Score: Raw -466238.375634 + Penalty 4009.177880 = -462229.197754
  nChanged 36
		SP:Iteration 9Q (4508.580000 sec): 3 clusters
  Score: Raw -466263.477177 + Penalty 4009.177880 = -462254.299297
  nChanged 51
		SP:Iteration 10Q (4508.590000 sec): 3 clusters
  Score: Raw -466293.267176 + Penalty 4009.177880 = -462284.089296
  nChanged 56
		SP:Iteration 11Q (4508.600000 sec): 3 clusters
  Score: Raw -466323.351133 + Penalty 4009.177880 = -462314.173253
  nChanged 44
		SP:Iteration 12Q (4508.610000 sec): 3 clusters
  Score: Raw -466345.421639 + Penalty 4009.177880 = -462336.243760
  nChanged 37
		SP:Iteration 13Q (4508.620000 sec): 3 clusters
  Score: Raw -466364.585323 + Penalty 4009.177880 = -462355.407443
  nChanged 40
		SP:Iteration 14Q (4508.640000 sec): 3 clusters
  Score: Raw -466388.615680 + Penalty 4009.177880 = -462379.437800
  nChanged 53
		SP:Iteration 15Q (4508.650000 sec): 3 clusters
  Score: Raw -466422.828121 + Penalty 4009.177880 = -462413.650241
  nChanged 72
		SP:Iteration 16Q (4508.660000 sec): 3 clusters
  Score: Raw -466481.899533 + Penalty 4009.177880 = -462472.721653
  nChanged 84
		SP:Iteration 17Q (4508.670000 sec): 3 clusters
  Score: Raw -466557.569306 + Penalty 4009.177880 = -462548.391426
  nChanged 95
		SP:Iteration 18Q (4508.680000 sec): 3 clusters
  Score: Raw -466639.474702 + Penalty 4009.177880 = -462630.296822
  nChanged 100
		SP:Iteration 19Q (4508.700000 sec): 3 clusters
  Score: Raw -466732.858893 + Penalty 4009.177880 = -462723.681013
  nChanged 122
		SP:Iteration 20F (4508.710000 sec): 3 clusters
  Score: Raw -466848.722406 + Penalty 4009.177880 = -462839.544526
  nChanged 121
		SP:Iteration 21Q (4508.720000 sec): 3 clusters
  Score: Raw -467011.675354 + Penalty 4009.177880 = -463002.497475
  nChanged 136
		SP:Iteration 22Q (4508.730000 sec): 3 clusters
  Score: Raw -467156.996816 + Penalty 4009.177880 = -463147.818936
  nChanged 134
		SP:Iteration 23Q (4508.740000 sec): 3 clusters
  Score: Raw -467301.155884 + Penalty 4009.177880 = -463291.978004
  nChanged 93
		SP:Iteration 24Q (4508.750000 sec): 3 clusters
  Score: Raw -467417.126831 + Penalty 4009.177880 = -463407.948951
  nChanged 85
		SP:Iteration 25Q (4508.760000 sec): 3 clusters
  Score: Raw -467525.456169 + Penalty 4009.177880 = -463516.278289
  nChanged 77
		SP:Iteration 26Q (4508.780000 sec): 3 clusters
  Score: Raw -467622.794764 + Penalty 4009.177880 = -463613.616884
  nChanged 85
		SP:Iteration 27Q (4508.790000 sec): 3 clusters
  Score: Raw -467716.502298 + Penalty 4009.177880 = -463707.324418
  nChanged 72
		SP:Iteration 28Q (4508.800000 sec): 3 clusters
  Score: Raw -467800.311005 + Penalty 4009.177880 = -463791.133125
  nChanged 72
		SP:Iteration 29Q (4508.810000 sec): 3 clusters
  Score: Raw -467878.998676 + Penalty 4009.177880 = -463869.820796
  nChanged 58
		SP:Iteration 30Q (4508.820000 sec): 3 clusters
  Score: Raw -467933.513933 + Penalty 4009.177880 = -463924.336054
  nChanged 50
		SP:Iteration 31Q (4508.830000 sec): 3 clusters
  Score: Raw -467973.615561 + Penalty 4009.177880 = -463964.437681
  nChanged 40
		SP:Iteration 32Q (4508.840000 sec): 3 clusters
  Score: Raw -468001.677415 + Penalty 4009.177880 = -463992.499535
  nChanged 33
		SP:Iteration 33Q (4508.850000 sec): 3 clusters
  Score: Raw -468026.464067 + Penalty 4009.177880 = -464017.286187
  nChanged 32
		SP:Iteration 34Q (4508.860000 sec): 3 clusters
  Score: Raw -468044.565690 + Penalty 4009.177880 = -464035.387811
  nChanged 26
		SP:Iteration 35Q (4508.870000 sec): 3 clusters
  Score: Raw -468060.618280 + Penalty 4009.177880 = -464051.440400
  nChanged 27
		SP:Iteration 36Q (4508.880000 sec): 3 clusters
  Score: Raw -468074.377210 + Penalty 4009.177880 = -464065.199331
  nChanged 21
		SP:Iteration 37Q (4508.890000 sec): 3 clusters
  Score: Raw -468083.811018 + Penalty 4009.177880 = -464074.633138
  nChanged 12
		SP:Iteration 38Q (4508.900000 sec): 3 clusters
  Score: Raw -468090.254376 + Penalty 4009.177880 = -464081.076496
  nChanged 12
		SP:Iteration 39Q (4508.910000 sec): 3 clusters
  Score: Raw -468096.066253 + Penalty 4009.177880 = -464086.888373
  nChanged 15
		SP:Iteration 40F (4508.920000 sec): 3 clusters
  Score: Raw -468103.519192 + Penalty 4009.177880 = -464094.341312
  nChanged 15
		SP:Iteration 41Q (4508.930000 sec): 3 clusters
  Score: Raw -468110.549282 + Penalty 4009.177880 = -464101.371403
  nChanged 16
		SP:Iteration 42Q (4508.940000 sec): 3 clusters
  Score: Raw -468118.573037 + Penalty 4009.177880 = -464109.395157
  nChanged 13
		SP:Iteration 43Q (4508.950000 sec): 3 clusters
  Score: Raw -468123.628592 + Penalty 4009.177880 = -464114.450712
  nChanged 13
		SP:Iteration 44Q (4508.960000 sec): 3 clusters
  Score: Raw -468128.932492 + Penalty 4009.177880 = -464119.754612
  nChanged 6
		SP:Iteration 45Q (4508.970000 sec): 3 clusters
  Score: Raw -468130.685380 + Penalty 4009.177880 = -464121.507501
  nChanged 5
		SP:Iteration 46Q (4508.980000 sec): 3 clusters
  Score: Raw -468132.653409 + Penalty 4009.177880 = -464123.475529
  nChanged 8
		SP:Iteration 47Q (4508.990000 sec): 3 clusters
  Score: Raw -468135.319159 + Penalty 4009.177880 = -464126.141279
  nChanged 2
		SP:Iteration 48Q (4509.000000 sec): 3 clusters
  Score: Raw -468135.791604 + Penalty 4009.177880 = -464126.613724
  nChanged 2
		SP:Iteration 49Q (4509.010000 sec): 3 clusters
  Score: Raw -468137.364405 + Penalty 4009.177880 = -464128.186525
  nChanged 2
		SP:Iteration 50Q (4509.020000 sec): 3 clusters
  Score: Raw -468138.521155 + Penalty 4009.177880 = -464129.343276
  nChanged 3
		SP:Iteration 51Q (4509.030000 sec): 3 clusters
  Score: Raw -468139.677625 + Penalty 4009.177880 = -464130.499745
  nChanged 3
		SP:Iteration 52Q (4509.040000 sec): 3 clusters
  Score: Raw -468140.341134 + Penalty 4009.177880 = -464131.163254
  nChanged 0
		SP:Iteration 53F (4509.060000 sec): 3 clusters
  Score: Raw -468140.341134 + Penalty 4009.177880 = -464131.163254
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4509.060000 sec): 2 clusters
  Score: Raw -126649.122636 + Penalty 1674.273164 = -124974.849472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4509.060000 sec): 3 clusters
  Score: Raw -126494.782935 + Penalty 3348.546329 = -123146.236607
  nChanged 183
		SP:Iteration 1F (4509.070000 sec): 3 clusters
  Score: Raw -126722.586382 + Penalty 3348.546329 = -123374.040053
  nChanged 46
		SP:Iteration 2F (4509.070000 sec): 3 clusters
  Score: Raw -126785.704028 + Penalty 3348.546329 = -123437.157699
  nChanged 23
		SP:Iteration 3Q (4509.070000 sec): 3 clusters
  Score: Raw -126824.290567 + Penalty 3348.546329 = -123475.744238
  nChanged 11
		SP:Iteration 4Q (4509.080000 sec): 3 clusters
  Score: Raw -126841.240612 + Penalty 3348.546329 = -123492.694283
  nChanged 9
		SP:Iteration 5Q (4509.080000 sec): 3 clusters
  Score: Raw -126852.010663 + Penalty 3348.546329 = -123503.464335
  nChanged 2
		SP:Iteration 6Q (4509.080000 sec): 3 clusters
  Score: Raw -126854.666692 + Penalty 3348.546329 = -123506.120364
  nChanged 1
		SP:Iteration 7Q (4509.080000 sec): 3 clusters
  Score: Raw -126855.759574 + Penalty 3348.546329 = -123507.213246
  nChanged 1
		SP:Iteration 8Q (4509.090000 sec): 3 clusters
  Score: Raw -126857.445204 + Penalty 3348.546329 = -123508.898876
  nChanged 1
		SP:Iteration 9Q (4509.090000 sec): 3 clusters
  Score: Raw -126858.031440 + Penalty 3348.546329 = -123509.485112
  nChanged 0
		SP:Iteration 10F (4509.100000 sec): 3 clusters
  Score: Raw -126858.031440 + Penalty 3348.546329 = -123509.485112
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (2373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4509.100000 sec): 2 clusters
  Score: Raw -277845.349964 + Penalty 1927.433744 = -275917.916221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4509.110000 sec): 3 clusters
  Score: Raw -277224.194577 + Penalty 3854.867487 = -273369.327090
  nChanged 892
		SP:Iteration 1F (4509.120000 sec): 3 clusters
  Score: Raw -281033.805491 + Penalty 3854.867487 = -277178.938004
  nChanged 365
		SP:Iteration 2F (4509.130000 sec): 3 clusters
  Score: Raw -284455.813033 + Penalty 3854.867487 = -280600.945545
  nChanged 271
		SP:Iteration 3F (4509.140000 sec): 3 clusters
  Score: Raw -286177.106058 + Penalty 3854.867487 = -282322.238571
  nChanged 184
		SP:Iteration 4F (4509.150000 sec): 3 clusters
  Score: Raw -287708.193891 + Penalty 3854.867487 = -283853.326404
  nChanged 110
		SP:Iteration 5Q (4509.150000 sec): 3 clusters
  Score: Raw -289277.133377 + Penalty 3854.867487 = -285422.265890
  nChanged 52
		SP:Iteration 6Q (4509.160000 sec): 3 clusters
  Score: Raw -291087.619053 + Penalty 3854.867487 = -287232.751565
  nChanged 25
		SP:Iteration 7Q (4509.160000 sec): 3 clusters
  Score: Raw -292505.421666 + Penalty 3854.867487 = -288650.554178
  nChanged 21
		SP:Iteration 8Q (4509.170000 sec): 3 clusters
  Score: Raw -292597.613700 + Penalty 3854.867487 = -288742.746212
  nChanged 11
		SP:Iteration 9Q (4509.180000 sec): 3 clusters
  Score: Raw -292654.563336 + Penalty 3854.867487 = -288799.695848
  nChanged 8
		SP:Iteration 10Q (4509.180000 sec): 3 clusters
  Score: Raw -292684.016263 + Penalty 3854.867487 = -288829.148776
  nChanged 3
		SP:Iteration 11Q (4509.190000 sec): 3 clusters
  Score: Raw -292685.445952 + Penalty 3854.867487 = -288830.578465
  nChanged 0
		SP:Iteration 12F (4509.200000 sec): 3 clusters
  Score: Raw -292924.836876 + Penalty 3854.867487 = -289069.969389
  nChanged 62
		SP:Iteration 13Q (4509.200000 sec): 3 clusters
  Score: Raw -293615.500036 + Penalty 3854.867487 = -289760.632549
  nChanged 38
		SP:Iteration 14Q (4509.210000 sec): 3 clusters
  Score: Raw -293955.172244 + Penalty 3854.867487 = -290100.304757
  nChanged 6
		SP:Iteration 15Q (4509.220000 sec): 3 clusters
  Score: Raw -293987.988425 + Penalty 3854.867487 = -290133.120938
  nChanged 2
		SP:Iteration 16Q (4509.220000 sec): 3 clusters
  Score: Raw -293990.785147 + Penalty 3854.867487 = -290135.917660
  nChanged 0
		SP:Iteration 17F (4509.230000 sec): 3 clusters
  Score: Raw -294028.011367 + Penalty 3854.867487 = -290173.143880
  nChanged 10
		SP:Iteration 18Q (4509.240000 sec): 3 clusters
  Score: Raw -294095.102583 + Penalty 3854.867487 = -290240.235096
  nChanged 12
		SP:Iteration 19Q (4509.240000 sec): 3 clusters
  Score: Raw -294213.818689 + Penalty 3854.867487 = -290358.951201
  nChanged 11
		SP:Iteration 20F (4509.250000 sec): 3 clusters
  Score: Raw -294478.273308 + Penalty 3854.867487 = -290623.405821
  nChanged 31
		SP:Iteration 21Q (4509.260000 sec): 3 clusters
  Score: Raw -295546.755419 + Penalty 3854.867487 = -291691.887932
  nChanged 9
		SP:Iteration 22Q (4509.260000 sec): 3 clusters
  Score: Raw -297202.760678 + Penalty 3854.867487 = -293347.893190
  nChanged 0
		SP:Iteration 23F (4509.270000 sec): 3 clusters
  Score: Raw -297202.760678 + Penalty 3854.867487 = -293347.893190
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 28.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4509.320000 sec): 2 clusters
  Score: Raw -1987856.734643 + Penalty 2355.484765 = -1985501.249878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4509.370000 sec): 3 clusters
  Score: Raw -1980571.747515 + Penalty 4710.969530 = -1975860.777985
  nChanged 5577
		SP:Iteration 1F (4509.420000 sec): 3 clusters
  Score: Raw -1983489.497657 + Penalty 4710.969530 = -1978778.528127
  nChanged 791
		SP:Iteration 2F (4509.470000 sec): 3 clusters
  Score: Raw -1983805.365909 + Penalty 4710.969530 = -1979094.396379
  nChanged 597
		SP:Iteration 3Q (4509.520000 sec): 3 clusters
  Score: Raw -1984013.286099 + Penalty 4710.969530 = -1979302.316570
  nChanged 481
		SP:Iteration 4Q (4509.570000 sec): 3 clusters
  Score: Raw -1984173.969729 + Penalty 4710.969530 = -1979463.000199
  nChanged 467
		SP:Iteration 5Q (4509.620000 sec): 3 clusters
  Score: Raw -1984341.954729 + Penalty 4710.969530 = -1979630.985199
  nChanged 419
		SP:Iteration 6Q (4509.660000 sec): 3 clusters
  Score: Raw -1984497.918945 + Penalty 4710.969530 = -1979786.949415
  nChanged 415
		SP:Iteration 7Q (4509.720000 sec): 3 clusters
  Score: Raw -1984665.366280 + Penalty 4710.969530 = -1979954.396751
  nChanged 463
		SP:Iteration 8Q (4509.760000 sec): 3 clusters
  Score: Raw -1984865.946054 + Penalty 4710.969530 = -1980154.976524
  nChanged 497
		SP:Iteration 9Q (4509.810000 sec): 3 clusters
  Score: Raw -1985125.681780 + Penalty 4710.969530 = -1980414.712250
  nChanged 584
		SP:Iteration 10Q (4509.860000 sec): 3 clusters
  Score: Raw -1985473.917757 + Penalty 4710.969530 = -1980762.948227
  nChanged 638
		SP:Iteration 11Q (4509.910000 sec): 3 clusters
  Score: Raw -1985936.530029 + Penalty 4710.969530 = -1981225.560499
  nChanged 676
		SP:Iteration 12F (4509.960000 sec): 3 clusters
  Score: Raw -1986482.763795 + Penalty 4710.969530 = -1981771.794265
  nChanged 601
		SP:Iteration 13Q (4510.010000 sec): 3 clusters
  Score: Raw -1986983.855314 + Penalty 4710.969530 = -1982272.885784
  nChanged 462
		SP:Iteration 14Q (4510.060000 sec): 3 clusters
  Score: Raw -1987397.584950 + Penalty 4710.969530 = -1982686.615420
  nChanged 291
		SP:Iteration 15Q (4510.100000 sec): 3 clusters
  Score: Raw -1987649.635440 + Penalty 4710.969530 = -1982938.665910
  nChanged 176
		SP:Iteration 16Q (4510.140000 sec): 3 clusters
  Score: Raw -1987803.689215 + Penalty 4710.969530 = -1983092.719685
  nChanged 118
		SP:Iteration 17Q (4510.180000 sec): 3 clusters
  Score: Raw -1987906.056644 + Penalty 4710.969530 = -1983195.087115
  nChanged 75
		SP:Iteration 18Q (4510.220000 sec): 3 clusters
  Score: Raw -1987971.800969 + Penalty 4710.969530 = -1983260.831439
  nChanged 56
		SP:Iteration 19Q (4510.260000 sec): 3 clusters
  Score: Raw -1988021.940244 + Penalty 4710.969530 = -1983310.970714
  nChanged 35
		SP:Iteration 20F (4510.310000 sec): 3 clusters
  Score: Raw -1988059.435864 + Penalty 4710.969530 = -1983348.466334
  nChanged 33
		SP:Iteration 21Q (4510.350000 sec): 3 clusters
  Score: Raw -1988091.111348 + Penalty 4710.969530 = -1983380.141818
  nChanged 20
		SP:Iteration 22Q (4510.390000 sec): 3 clusters
  Score: Raw -1988111.207632 + Penalty 4710.969530 = -1983400.238102
  nChanged 11
		SP:Iteration 23Q (4510.420000 sec): 3 clusters
  Score: Raw -1988120.546764 + Penalty 4710.969530 = -1983409.577234
  nChanged 9
		SP:Iteration 24Q (4510.460000 sec): 3 clusters
  Score: Raw -1988127.610384 + Penalty 4710.969530 = -1983416.640854
  nChanged 9
		SP:Iteration 25Q (4510.500000 sec): 3 clusters
  Score: Raw -1988135.546939 + Penalty 4710.969530 = -1983424.577409
  nChanged 7
		SP:Iteration 26Q (4510.540000 sec): 3 clusters
  Score: Raw -1988142.627573 + Penalty 4710.969530 = -1983431.658043
  nChanged 7
		SP:Iteration 27Q (4510.580000 sec): 3 clusters
  Score: Raw -1988148.085652 + Penalty 4710.969530 = -1983437.116122
  nChanged 3
		SP:Iteration 28Q (4510.610000 sec): 3 clusters
  Score: Raw -1988151.242547 + Penalty 4710.969530 = -1983440.273017
  nChanged 6
		SP:Iteration 29Q (4510.650000 sec): 3 clusters
  Score: Raw -1988157.369879 + Penalty 4710.969530 = -1983446.400349
  nChanged 6
		SP:Iteration 30Q (4510.690000 sec): 3 clusters
  Score: Raw -1988163.990345 + Penalty 4710.969530 = -1983453.020815
  nChanged 5
		SP:Iteration 31Q (4510.720000 sec): 3 clusters
  Score: Raw -1988168.379089 + Penalty 4710.969530 = -1983457.409559
  nChanged 5
		SP:Iteration 32Q (4510.760000 sec): 3 clusters
  Score: Raw -1988173.056232 + Penalty 4710.969530 = -1983462.086702
  nChanged 4
		SP:Iteration 33Q (4510.800000 sec): 3 clusters
  Score: Raw -1988175.162936 + Penalty 4710.969530 = -1983464.193406
  nChanged 1
		SP:Iteration 34Q (4510.840000 sec): 3 clusters
  Score: Raw -1988176.215263 + Penalty 4710.969530 = -1983465.245733
  nChanged 1
		SP:Iteration 35Q (4510.870000 sec): 3 clusters
  Score: Raw -1988176.886167 + Penalty 4710.969530 = -1983465.916637
  nChanged 2
		SP:Iteration 36Q (4510.910000 sec): 3 clusters
  Score: Raw -1988178.046397 + Penalty 4710.969530 = -1983467.076867
  nChanged 1
		SP:Iteration 37Q (4510.940000 sec): 3 clusters
  Score: Raw -1988179.057734 + Penalty 4710.969530 = -1983468.088204
  nChanged 0
		SP:Iteration 38F (4510.990000 sec): 3 clusters
  Score: Raw -1988179.057734 + Penalty 4710.969530 = -1983468.088204
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4511.230000 sec): 2 clusters
  Score: Raw -10134667.084527 + Penalty 2764.214698 = -10131902.869828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4511.500000 sec): 3 clusters
  Score: Raw -10090962.569994 + Penalty 5528.429397 = -10085434.140597
  nChanged 32448
		SP:Iteration 1F (4511.760000 sec): 3 clusters
  Score: Raw -10109324.193396 + Penalty 5528.429397 = -10103795.763999
  nChanged 2748
		SP:Iteration 2Q (4512.040000 sec): 3 clusters
  Score: Raw -10110152.741625 + Penalty 5528.429397 = -10104624.312228
  nChanged 2932
		SP:Iteration 3Q (4512.310000 sec): 3 clusters
  Score: Raw -10111181.079857 + Penalty 5528.429397 = -10105652.650460
  nChanged 3431
		SP:Iteration 4Q (4512.590000 sec): 3 clusters
  Score: Raw -10112727.082472 + Penalty 5528.429397 = -10107198.653075
  nChanged 4373
		SP:Iteration 5F (4512.860000 sec): 3 clusters
  Score: Raw -10115300.738314 + Penalty 5528.429397 = -10109772.308917
  nChanged 5267
		SP:Iteration 6F (4513.120000 sec): 3 clusters
  Score: Raw -10119168.545982 + Penalty 5528.429397 = -10113640.116585
  nChanged 5695
		SP:Iteration 7F (4513.390000 sec): 3 clusters
  Score: Raw -10124129.253058 + Penalty 5528.429397 = -10118600.823661
  nChanged 5072
		SP:Iteration 8F (4513.650000 sec): 3 clusters
  Score: Raw -10128909.051656 + Penalty 5528.429397 = -10123380.622259
  nChanged 3448
		SP:Iteration 9Q (4513.920000 sec): 3 clusters
  Score: Raw -10132218.486967 + Penalty 5528.429397 = -10126690.057570
  nChanged 1713
		SP:Iteration 10Q (4514.170000 sec): 3 clusters
  Score: Raw -10133851.052739 + Penalty 5528.429397 = -10128322.623342
  nChanged 674
		SP:Iteration 11Q (4514.400000 sec): 3 clusters
  Score: Raw -10134521.670844 + Penalty 5528.429397 = -10128993.241447
  nChanged 205
		SP:Iteration 12Q (4514.610000 sec): 3 clusters
  Score: Raw -10134760.300084 + Penalty 5528.429397 = -10129231.870687
  nChanged 78
		SP:Iteration 13Q (4514.800000 sec): 3 clusters
  Score: Raw -10134853.927558 + Penalty 5528.429397 = -10129325.498161
  nChanged 34
		SP:Iteration 14Q (4514.990000 sec): 3 clusters
  Score: Raw -10134893.480930 + Penalty 5528.429397 = -10129365.051533
  nChanged 15
		SP:Iteration 15Q (4515.180000 sec): 3 clusters
  Score: Raw -10134917.154391 + Penalty 5528.429397 = -10129388.724994
  nChanged 6
		SP:Iteration 16Q (4515.370000 sec): 3 clusters
  Score: Raw -10134926.019097 + Penalty 5528.429397 = -10129397.589700
  nChanged 3
		SP:Iteration 17Q (4515.560000 sec): 3 clusters
  Score: Raw -10134928.998549 + Penalty 5528.429397 = -10129400.569152
  nChanged 0
		SP:Iteration 18F (4515.820000 sec): 3 clusters
  Score: Raw -10134928.998549 + Penalty 5528.429397 = -10129400.569152
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4515.870000 sec): 2 clusters
  Score: Raw -399260.942950 + Penalty 1970.146098 = -397290.796853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4515.880000 sec): 3 clusters
  Score: Raw -398107.885620 + Penalty 3940.292196 = -394167.593425
  nChanged 958
		SP:Iteration 1F (4515.890000 sec): 3 clusters
  Score: Raw -398689.485599 + Penalty 3940.292196 = -394749.193403
  nChanged 179
		SP:Iteration 2F (4515.900000 sec): 3 clusters
  Score: Raw -398818.322298 + Penalty 3940.292196 = -394878.030102
  nChanged 102
		SP:Iteration 3Q (4515.910000 sec): 3 clusters
  Score: Raw -398885.250442 + Penalty 3940.292196 = -394944.958246
  nChanged 87
		SP:Iteration 4Q (4515.920000 sec): 3 clusters
  Score: Raw -398944.651199 + Penalty 3940.292196 = -395004.359003
  nChanged 76
		SP:Iteration 5Q (4515.930000 sec): 3 clusters
  Score: Raw -399013.203215 + Penalty 3940.292196 = -395072.911019
  nChanged 60
		SP:Iteration 6Q (4515.940000 sec): 3 clusters
  Score: Raw -399061.414474 + Penalty 3940.292196 = -395121.122278
  nChanged 53
		SP:Iteration 7Q (4515.950000 sec): 3 clusters
  Score: Raw -399099.795109 + Penalty 3940.292196 = -395159.502913
  nChanged 50
		SP:Iteration 8Q (4515.960000 sec): 3 clusters
  Score: Raw -399124.841277 + Penalty 3940.292196 = -395184.549082
  nChanged 29
		SP:Iteration 9Q (4515.970000 sec): 3 clusters
  Score: Raw -399142.723661 + Penalty 3940.292196 = -395202.431466
  nChanged 30
		SP:Iteration 10Q (4515.980000 sec): 3 clusters
  Score: Raw -399161.349600 + Penalty 3940.292196 = -395221.057404
  nChanged 25
		SP:Iteration 11Q (4515.990000 sec): 3 clusters
  Score: Raw -399175.442753 + Penalty 3940.292196 = -395235.150558
  nChanged 22
		SP:Iteration 12Q (4516.000000 sec): 3 clusters
  Score: Raw -399185.146677 + Penalty 3940.292196 = -395244.854482
  nChanged 11
		SP:Iteration 13Q (4516.010000 sec): 3 clusters
  Score: Raw -399189.299163 + Penalty 3940.292196 = -395249.006967
  nChanged 8
		SP:Iteration 14Q (4516.020000 sec): 3 clusters
  Score: Raw -399191.958685 + Penalty 3940.292196 = -395251.666490
  nChanged 3
		SP:Iteration 15Q (4516.030000 sec): 3 clusters
  Score: Raw -399193.267527 + Penalty 3940.292196 = -395252.975331
  nChanged 3
		SP:Iteration 16Q (4516.040000 sec): 3 clusters
  Score: Raw -399194.233029 + Penalty 3940.292196 = -395253.940834
  nChanged 2
		SP:Iteration 17Q (4516.050000 sec): 3 clusters
  Score: Raw -399194.965772 + Penalty 3940.292196 = -395254.673577
  nChanged 3
		SP:Iteration 18Q (4516.060000 sec): 3 clusters
  Score: Raw -399195.429793 + Penalty 3940.292196 = -395255.137598
  nChanged 2
		SP:Iteration 19Q (4516.070000 sec): 3 clusters
  Score: Raw -399196.487189 + Penalty 3940.292196 = -395256.194994
  nChanged 5
		SP:Iteration 20F (4516.080000 sec): 3 clusters
  Score: Raw -399198.785175 + Penalty 3940.292196 = -395258.492979
  nChanged 4
		SP:Iteration 21Q (4516.090000 sec): 3 clusters
  Score: Raw -399200.224530 + Penalty 3940.292196 = -395259.932334
  nChanged 2
		SP:Iteration 22Q (4516.100000 sec): 3 clusters
  Score: Raw -399200.857592 + Penalty 3940.292196 = -395260.565396
  nChanged 1
		SP:Iteration 23Q (4516.120000 sec): 3 clusters
  Score: Raw -399201.181856 + Penalty 3940.292196 = -395260.889661
  nChanged 0
		SP:Iteration 24F (4516.120000 sec): 3 clusters
  Score: Raw -399201.181856 + Penalty 3940.292196 = -395260.889661
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4516.130000 sec): 2 clusters
  Score: Raw -169290.392425 + Penalty 1747.352591 = -167543.039834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4516.140000 sec): 3 clusters
  Score: Raw -168962.277559 + Penalty 3494.705182 = -165467.572377
  nChanged 333
		SP:Iteration 1F (4516.140000 sec): 3 clusters
  Score: Raw -169274.511416 + Penalty 3494.705182 = -165779.806234
  nChanged 68
		SP:Iteration 2F (4516.140000 sec): 3 clusters
  Score: Raw -169350.402985 + Penalty 3494.705182 = -165855.697802
  nChanged 35
		SP:Iteration 3Q (4516.150000 sec): 3 clusters
  Score: Raw -169401.691568 + Penalty 3494.705182 = -165906.986386
  nChanged 27
		SP:Iteration 4Q (4516.150000 sec): 3 clusters
  Score: Raw -169434.697753 + Penalty 3494.705182 = -165939.992571
  nChanged 15
		SP:Iteration 5Q (4516.160000 sec): 3 clusters
  Score: Raw -169453.257785 + Penalty 3494.705182 = -165958.552603
  nChanged 12
		SP:Iteration 6Q (4516.160000 sec): 3 clusters
  Score: Raw -169466.116174 + Penalty 3494.705182 = -165971.410992
  nChanged 11
		SP:Iteration 7Q (4516.160000 sec): 3 clusters
  Score: Raw -169477.278148 + Penalty 3494.705182 = -165982.572966
  nChanged 6
		SP:Iteration 8Q (4516.170000 sec): 3 clusters
  Score: Raw -169483.301837 + Penalty 3494.705182 = -165988.596655
  nChanged 3
		SP:Iteration 9Q (4516.170000 sec): 3 clusters
  Score: Raw -169485.437468 + Penalty 3494.705182 = -165990.732286
  nChanged 1
		SP:Iteration 10Q (4516.180000 sec): 3 clusters
  Score: Raw -169485.861716 + Penalty 3494.705182 = -165991.156534
  nChanged 1
		SP:Iteration 11Q (4516.180000 sec): 3 clusters
  Score: Raw -169486.347307 + Penalty 3494.705182 = -165991.642125
  nChanged 1
		SP:Iteration 12Q (4516.180000 sec): 3 clusters
  Score: Raw -169487.592295 + Penalty 3494.705182 = -165992.887113
  nChanged 1
		SP:Iteration 13Q (4516.190000 sec): 3 clusters
  Score: Raw -169488.324907 + Penalty 3494.705182 = -165993.619724
  nChanged 1
		SP:Iteration 14Q (4516.190000 sec): 3 clusters
  Score: Raw -169488.752879 + Penalty 3494.705182 = -165994.047697
  nChanged 0
		SP:Iteration 15F (4516.200000 sec): 3 clusters
  Score: Raw -169488.752879 + Penalty 3494.705182 = -165994.047697
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4516.200000 sec): 2 clusters
  Score: Raw -262709.167841 + Penalty 1870.205809 = -260838.962032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4516.210000 sec): 3 clusters
  Score: Raw -262251.210727 + Penalty 3740.411618 = -258510.799110
  nChanged 619
		SP:Iteration 1F (4516.220000 sec): 3 clusters
  Score: Raw -263162.517191 + Penalty 3740.411618 = -259422.105574
  nChanged 259
		SP:Iteration 2F (4516.220000 sec): 3 clusters
  Score: Raw -263721.415909 + Penalty 3740.411618 = -259981.004291
  nChanged 189
		SP:Iteration 3F (4516.230000 sec): 3 clusters
  Score: Raw -264042.867809 + Penalty 3740.411618 = -260302.456191
  nChanged 108
		SP:Iteration 4F (4516.240000 sec): 3 clusters
  Score: Raw -264228.807197 + Penalty 3740.411618 = -260488.395579
  nChanged 64
		SP:Iteration 5Q (4516.240000 sec): 3 clusters
  Score: Raw -264332.331203 + Penalty 3740.411618 = -260591.919585
  nChanged 38
		SP:Iteration 6Q (4516.250000 sec): 3 clusters
  Score: Raw -264392.618658 + Penalty 3740.411618 = -260652.207041
  nChanged 13
		SP:Iteration 7Q (4516.260000 sec): 3 clusters
  Score: Raw -264412.583402 + Penalty 3740.411618 = -260672.171784
  nChanged 14
		SP:Iteration 8Q (4516.260000 sec): 3 clusters
  Score: Raw -264436.119709 + Penalty 3740.411618 = -260695.708091
  nChanged 7
		SP:Iteration 9Q (4516.270000 sec): 3 clusters
  Score: Raw -264444.302805 + Penalty 3740.411618 = -260703.891187
  nChanged 6
		SP:Iteration 10Q (4516.270000 sec): 3 clusters
  Score: Raw -264448.373853 + Penalty 3740.411618 = -260707.962235
  nChanged 4
		SP:Iteration 11Q (4516.280000 sec): 3 clusters
  Score: Raw -264452.767153 + Penalty 3740.411618 = -260712.355535
  nChanged 2
		SP:Iteration 12Q (4516.280000 sec): 3 clusters
  Score: Raw -264454.422847 + Penalty 3740.411618 = -260714.011229
  nChanged 1
		SP:Iteration 13Q (4516.290000 sec): 3 clusters
  Score: Raw -264456.485695 + Penalty 3740.411618 = -260716.074077
  nChanged 4
		SP:Iteration 14Q (4516.300000 sec): 3 clusters
  Score: Raw -264462.668898 + Penalty 3740.411618 = -260722.257280
  nChanged 4
		SP:Iteration 15Q (4516.300000 sec): 3 clusters
  Score: Raw -264466.852509 + Penalty 3740.411618 = -260726.440891
  nChanged 0
		SP:Iteration 16F (4516.310000 sec): 3 clusters
  Score: Raw -264466.852509 + Penalty 3740.411618 = -260726.440891
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (14119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4516.360000 sec): 2 clusters
  Score: Raw -2152044.699551 + Penalty 2369.708618 = -2149674.990933
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4516.410000 sec): 3 clusters
  Score: Raw -2144059.649413 + Penalty 4739.417237 = -2139320.232176
  nChanged 6052
		SP:Iteration 1F (4516.460000 sec): 3 clusters
  Score: Raw -2147143.773670 + Penalty 4739.417237 = -2142404.356434
  nChanged 738
		SP:Iteration 2F (4516.520000 sec): 3 clusters
  Score: Raw -2147421.041297 + Penalty 4739.417237 = -2142681.624060
  nChanged 632
		SP:Iteration 3Q (4516.570000 sec): 3 clusters
  Score: Raw -2147640.141404 + Penalty 4739.417237 = -2142900.724167
  nChanged 553
		SP:Iteration 4Q (4516.620000 sec): 3 clusters
  Score: Raw -2147819.651867 + Penalty 4739.417237 = -2143080.234630
  nChanged 501
		SP:Iteration 5Q (4516.670000 sec): 3 clusters
  Score: Raw -2147985.674952 + Penalty 4739.417237 = -2143246.257716
  nChanged 454
		SP:Iteration 6Q (4516.720000 sec): 3 clusters
  Score: Raw -2148142.345449 + Penalty 4739.417237 = -2143402.928213
  nChanged 432
		SP:Iteration 7Q (4516.780000 sec): 3 clusters
  Score: Raw -2148295.321772 + Penalty 4739.417237 = -2143555.904535
  nChanged 434
		SP:Iteration 8Q (4516.830000 sec): 3 clusters
  Score: Raw -2148455.341447 + Penalty 4739.417237 = -2143715.924210
  nChanged 427
		SP:Iteration 9Q (4516.880000 sec): 3 clusters
  Score: Raw -2148638.284381 + Penalty 4739.417237 = -2143898.867144
  nChanged 513
		SP:Iteration 10Q (4516.930000 sec): 3 clusters
  Score: Raw -2148883.179293 + Penalty 4739.417237 = -2144143.762056
  nChanged 597
		SP:Iteration 11Q (4516.980000 sec): 3 clusters
  Score: Raw -2149221.391557 + Penalty 4739.417237 = -2144481.974320
  nChanged 661
		SP:Iteration 12Q (4517.040000 sec): 3 clusters
  Score: Raw -2149662.786635 + Penalty 4739.417237 = -2144923.369398
  nChanged 731
		SP:Iteration 13F (4517.090000 sec): 3 clusters
  Score: Raw -2150237.570133 + Penalty 4739.417237 = -2145498.152896
  nChanged 715
		SP:Iteration 14F (4517.140000 sec): 3 clusters
  Score: Raw -2150856.239905 + Penalty 4739.417237 = -2146116.822669
  nChanged 601
		SP:Iteration 15Q (4517.190000 sec): 3 clusters
  Score: Raw -2151393.609716 + Penalty 4739.417237 = -2146654.192479
  nChanged 469
		SP:Iteration 16Q (4517.240000 sec): 3 clusters
  Score: Raw -2151801.922994 + Penalty 4739.417237 = -2147062.505757
  nChanged 326
		SP:Iteration 17Q (4517.290000 sec): 3 clusters
  Score: Raw -2152053.100525 + Penalty 4739.417237 = -2147313.683288
  nChanged 209
		SP:Iteration 18Q (4517.330000 sec): 3 clusters
  Score: Raw -2152220.186716 + Penalty 4739.417237 = -2147480.769480
  nChanged 131
		SP:Iteration 19Q (4517.380000 sec): 3 clusters
  Score: Raw -2152311.061250 + Penalty 4739.417237 = -2147571.644014
  nChanged 81
		SP:Iteration 20F (4517.430000 sec): 3 clusters
  Score: Raw -2152373.856914 + Penalty 4739.417237 = -2147634.439677
  nChanged 54
		SP:Iteration 21Q (4517.470000 sec): 3 clusters
  Score: Raw -2152412.172615 + Penalty 4739.417237 = -2147672.755378
  nChanged 29
		SP:Iteration 22Q (4517.520000 sec): 3 clusters
  Score: Raw -2152432.124557 + Penalty 4739.417237 = -2147692.707320
  nChanged 30
		SP:Iteration 23Q (4517.560000 sec): 3 clusters
  Score: Raw -2152452.672722 + Penalty 4739.417237 = -2147713.255485
  nChanged 18
		SP:Iteration 24Q (4517.600000 sec): 3 clusters
  Score: Raw -2152466.179837 + Penalty 4739.417237 = -2147726.762600
  nChanged 15
		SP:Iteration 25Q (4517.640000 sec): 3 clusters
  Score: Raw -2152476.132340 + Penalty 4739.417237 = -2147736.715104
  nChanged 16
		SP:Iteration 26Q (4517.680000 sec): 3 clusters
  Score: Raw -2152488.903870 + Penalty 4739.417237 = -2147749.486633
  nChanged 13
		SP:Iteration 27Q (4517.720000 sec): 3 clusters
  Score: Raw -2152496.475543 + Penalty 4739.417237 = -2147757.058306
  nChanged 12
		SP:Iteration 28Q (4517.760000 sec): 3 clusters
  Score: Raw -2152503.325612 + Penalty 4739.417237 = -2147763.908375
  nChanged 6
		SP:Iteration 29Q (4517.800000 sec): 3 clusters
  Score: Raw -2152506.906843 + Penalty 4739.417237 = -2147767.489607
  nChanged 6
		SP:Iteration 30Q (4517.840000 sec): 3 clusters
  Score: Raw -2152511.633418 + Penalty 4739.417237 = -2147772.216182
  nChanged 3
		SP:Iteration 31Q (4517.880000 sec): 3 clusters
  Score: Raw -2152513.525135 + Penalty 4739.417237 = -2147774.107899
  nChanged 1
		SP:Iteration 32Q (4517.920000 sec): 3 clusters
  Score: Raw -2152513.799544 + Penalty 4739.417237 = -2147774.382307
  nChanged 0
		SP:Iteration 33F (4517.970000 sec): 3 clusters
  Score: Raw -2152513.799544 + Penalty 4739.417237 = -2147774.382307
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4518.020000 sec): 2 clusters
  Score: Raw -1978234.382382 + Penalty 2368.670113 = -1975865.712269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4518.070000 sec): 3 clusters
  Score: Raw -1970379.798640 + Penalty 4737.340226 = -1965642.458414
  nChanged 6006
		SP:Iteration 1F (4518.120000 sec): 3 clusters
  Score: Raw -1973560.098660 + Penalty 4737.340226 = -1968822.758434
  nChanged 900
		SP:Iteration 2F (4518.180000 sec): 3 clusters
  Score: Raw -1973992.043187 + Penalty 4737.340226 = -1969254.702961
  nChanged 746
		SP:Iteration 3F (4518.230000 sec): 3 clusters
  Score: Raw -1974306.082431 + Penalty 4737.340226 = -1969568.742205
  nChanged 656
		SP:Iteration 4Q (4518.280000 sec): 3 clusters
  Score: Raw -1974615.696689 + Penalty 4737.340226 = -1969878.356463
  nChanged 670
		SP:Iteration 5Q (4518.330000 sec): 3 clusters
  Score: Raw -1974990.974845 + Penalty 4737.340226 = -1970253.634619
  nChanged 701
		SP:Iteration 6Q (4518.380000 sec): 3 clusters
  Score: Raw -1975429.593822 + Penalty 4737.340226 = -1970692.253596
  nChanged 735
		SP:Iteration 7F (4518.440000 sec): 3 clusters
  Score: Raw -1975933.439908 + Penalty 4737.340226 = -1971196.099682
  nChanged 722
		SP:Iteration 8F (4518.490000 sec): 3 clusters
  Score: Raw -1976434.143002 + Penalty 4737.340226 = -1971696.802776
  nChanged 643
		SP:Iteration 9Q (4518.540000 sec): 3 clusters
  Score: Raw -1976869.219056 + Penalty 4737.340226 = -1972131.878830
  nChanged 552
		SP:Iteration 10Q (4518.590000 sec): 3 clusters
  Score: Raw -1977236.061655 + Penalty 4737.340226 = -1972498.721429
  nChanged 468
		SP:Iteration 11Q (4518.650000 sec): 3 clusters
  Score: Raw -1977516.195754 + Penalty 4737.340226 = -1972778.855528
  nChanged 390
		SP:Iteration 12Q (4518.690000 sec): 3 clusters
  Score: Raw -1977795.185855 + Penalty 4737.340226 = -1973057.845629
  nChanged 346
		SP:Iteration 13Q (4518.750000 sec): 3 clusters
  Score: Raw -1978027.938274 + Penalty 4737.340226 = -1973290.598048
  nChanged 286
		SP:Iteration 14Q (4518.790000 sec): 3 clusters
  Score: Raw -1978205.728762 + Penalty 4737.340226 = -1973468.388536
  nChanged 224
		SP:Iteration 15Q (4518.840000 sec): 3 clusters
  Score: Raw -1978318.525213 + Penalty 4737.340226 = -1973581.184987
  nChanged 147
		SP:Iteration 16Q (4518.890000 sec): 3 clusters
  Score: Raw -1978389.942041 + Penalty 4737.340226 = -1973652.601815
  nChanged 135
		SP:Iteration 17Q (4518.930000 sec): 3 clusters
  Score: Raw -1978449.611849 + Penalty 4737.340226 = -1973712.271623
  nChanged 127
		SP:Iteration 18Q (4518.980000 sec): 3 clusters
  Score: Raw -1978501.824597 + Penalty 4737.340226 = -1973764.484371
  nChanged 87
		SP:Iteration 19Q (4519.030000 sec): 3 clusters
  Score: Raw -1978533.687437 + Penalty 4737.340226 = -1973796.347211
  nChanged 69
		SP:Iteration 20F (4519.080000 sec): 3 clusters
  Score: Raw -1978555.275417 + Penalty 4737.340226 = -1973817.935191
  nChanged 57
		SP:Iteration 21Q (4519.130000 sec): 3 clusters
  Score: Raw -1978574.048599 + Penalty 4737.340226 = -1973836.708372
  nChanged 60
		SP:Iteration 22Q (4519.170000 sec): 3 clusters
  Score: Raw -1978595.229343 + Penalty 4737.340226 = -1973857.889117
  nChanged 57
		SP:Iteration 23Q (4519.210000 sec): 3 clusters
  Score: Raw -1978612.942372 + Penalty 4737.340226 = -1973875.602146
  nChanged 47
		SP:Iteration 24Q (4519.260000 sec): 3 clusters
  Score: Raw -1978623.774842 + Penalty 4737.340226 = -1973886.434616
  nChanged 29
		SP:Iteration 25Q (4519.310000 sec): 3 clusters
  Score: Raw -1978629.758920 + Penalty 4737.340226 = -1973892.418694
  nChanged 24
		SP:Iteration 26Q (4519.350000 sec): 3 clusters
  Score: Raw -1978633.616064 + Penalty 4737.340226 = -1973896.275838
  nChanged 11
		SP:Iteration 27Q (4519.400000 sec): 3 clusters
  Score: Raw -1978635.193531 + Penalty 4737.340226 = -1973897.853305
  nChanged 8
		SP:Iteration 28Q (4519.440000 sec): 3 clusters
  Score: Raw -1978636.541156 + Penalty 4737.340226 = -1973899.200930
  nChanged 8
		SP:Iteration 29Q (4519.490000 sec): 3 clusters
  Score: Raw -1978638.090653 + Penalty 4737.340226 = -1973900.750427
  nChanged 7
		SP:Iteration 30Q (4519.530000 sec): 3 clusters
  Score: Raw -1978639.141174 + Penalty 4737.340226 = -1973901.800948
  nChanged 7
		SP:Iteration 31Q (4519.570000 sec): 3 clusters
  Score: Raw -1978640.253763 + Penalty 4737.340226 = -1973902.913537
  nChanged 4
		SP:Iteration 32Q (4519.620000 sec): 3 clusters
  Score: Raw -1978640.844539 + Penalty 4737.340226 = -1973903.504313
  nChanged 7
		SP:Iteration 33Q (4519.670000 sec): 3 clusters
  Score: Raw -1978642.003350 + Penalty 4737.340226 = -1973904.663124
  nChanged 7
		SP:Iteration 34Q (4519.710000 sec): 3 clusters
  Score: Raw -1978642.761617 + Penalty 4737.340226 = -1973905.421391
  nChanged 4
		SP:Iteration 35Q (4519.750000 sec): 3 clusters
  Score: Raw -1978643.624584 + Penalty 4737.340226 = -1973906.284358
  nChanged 4
		SP:Iteration 36Q (4519.800000 sec): 3 clusters
  Score: Raw -1978644.136253 + Penalty 4737.340226 = -1973906.796027
  nChanged 1
		SP:Iteration 37Q (4519.840000 sec): 3 clusters
  Score: Raw -1978644.331200 + Penalty 4737.340226 = -1973906.990974
  nChanged 1
		SP:Iteration 38Q (4519.890000 sec): 3 clusters
  Score: Raw -1978644.582635 + Penalty 4737.340226 = -1973907.242409
  nChanged 1
		SP:Iteration 39Q (4519.930000 sec): 3 clusters
  Score: Raw -1978644.732239 + Penalty 4737.340226 = -1973907.392013
  nChanged 2
		SP:Iteration 40F (4519.980000 sec): 3 clusters
  Score: Raw -1978644.980450 + Penalty 4737.340226 = -1973907.640224
  nChanged 1
		SP:Iteration 41Q (4520.030000 sec): 3 clusters
  Score: Raw -1978645.108797 + Penalty 4737.340226 = -1973907.768571
  nChanged 1
		SP:Iteration 42Q (4520.070000 sec): 3 clusters
  Score: Raw -1978645.306317 + Penalty 4737.340226 = -1973907.966091
  nChanged 1
		SP:Iteration 43Q (4520.110000 sec): 3 clusters
  Score: Raw -1978645.673516 + Penalty 4737.340226 = -1973908.333290
  nChanged 1
		SP:Iteration 44Q (4520.160000 sec): 3 clusters
  Score: Raw -1978645.956102 + Penalty 4737.340226 = -1973908.615876
  nChanged 1
		SP:Iteration 45Q (4520.200000 sec): 3 clusters
  Score: Raw -1978646.033137 + Penalty 4737.340226 = -1973908.692911
  nChanged 0
		SP:Iteration 46F (4520.250000 sec): 3 clusters
  Score: Raw -1978646.033137 + Penalty 4737.340226 = -1973908.692911
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4520.270000 sec): 2 clusters
  Score: Raw -102555.736499 + Penalty 1634.735086 = -100921.001414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4520.270000 sec): 3 clusters
  Score: Raw -102510.690480 + Penalty 3269.470171 = -99241.220309
  nChanged 182
		SP:Iteration 1F (4520.270000 sec): 3 clusters
  Score: Raw -102745.549109 + Penalty 3269.470171 = -99476.078938
  nChanged 37
		SP:Iteration 2F (4520.270000 sec): 3 clusters
  Score: Raw -102804.596006 + Penalty 3269.470171 = -99535.125835
  nChanged 27
		SP:Iteration 3Q (4520.270000 sec): 3 clusters
  Score: Raw -102873.991840 + Penalty 3269.470171 = -99604.521669
  nChanged 33
		SP:Iteration 4Q (4520.280000 sec): 3 clusters
  Score: Raw -102969.110065 + Penalty 3269.470171 = -99699.639894
  nChanged 34
		SP:Iteration 5Q (4520.280000 sec): 3 clusters
  Score: Raw -103135.737570 + Penalty 3269.470171 = -99866.267399
  nChanged 51
		SP:Iteration 6F (4520.280000 sec): 3 clusters
  Score: Raw -103465.390449 + Penalty 3269.470171 = -100195.920278
  nChanged 75
		SP:Iteration 7F (4520.290000 sec): 3 clusters
  Score: Raw -103810.503349 + Penalty 3269.470171 = -100541.033178
  nChanged 55
		SP:Iteration 8F (4520.290000 sec): 3 clusters
  Score: Raw -104108.283932 + Penalty 3269.470171 = -100838.813761
  nChanged 30
		SP:Iteration 9Q (4520.290000 sec): 3 clusters
  Score: Raw -104329.905004 + Penalty 3269.470171 = -101060.434833
  nChanged 24
		SP:Iteration 10Q (4520.290000 sec): 3 clusters
  Score: Raw -104524.565695 + Penalty 3269.470171 = -101255.095524
  nChanged 18
		SP:Iteration 11Q (4520.290000 sec): 3 clusters
  Score: Raw -104645.132712 + Penalty 3269.470171 = -101375.662541
  nChanged 16
		SP:Iteration 12Q (4520.300000 sec): 3 clusters
  Score: Raw -104753.504933 + Penalty 3269.470171 = -101484.034762
  nChanged 15
		SP:Iteration 13Q (4520.300000 sec): 3 clusters
  Score: Raw -104815.737452 + Penalty 3269.470171 = -101546.267281
  nChanged 6
		SP:Iteration 14Q (4520.300000 sec): 3 clusters
  Score: Raw -104840.311483 + Penalty 3269.470171 = -101570.841312
  nChanged 6
		SP:Iteration 15Q (4520.300000 sec): 3 clusters
  Score: Raw -104857.591020 + Penalty 3269.470171 = -101588.120849
  nChanged 9
		SP:Iteration 16Q (4520.310000 sec): 3 clusters
  Score: Raw -104890.370829 + Penalty 3269.470171 = -101620.900658
  nChanged 12
		SP:Iteration 17Q (4520.310000 sec): 3 clusters
  Score: Raw -104958.076054 + Penalty 3269.470171 = -101688.605883
  nChanged 13
		SP:Iteration 18Q (4520.310000 sec): 3 clusters
  Score: Raw -105080.117402 + Penalty 3269.470171 = -101810.647231
  nChanged 8
		SP:Iteration 19Q (4520.310000 sec): 3 clusters
  Score: Raw -105155.659056 + Penalty 3269.470171 = -101886.188885
  nChanged 1
		SP:Iteration 20F (4520.310000 sec): 3 clusters
  Score: Raw -105158.232775 + Penalty 3269.470171 = -101888.762604
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 29.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4520.330000 sec): 2 clusters
  Score: Raw -307094.127338 + Penalty 1905.712369 = -305188.414969
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4520.330000 sec): 3 clusters
  Score: Raw -306263.501709 + Penalty 3811.424738 = -302452.076971
  nChanged 731
		SP:Iteration 1F (4520.340000 sec): 3 clusters
  Score: Raw -306707.235967 + Penalty 3811.424738 = -302895.811229
  nChanged 136
		SP:Iteration 2F (4520.350000 sec): 3 clusters
  Score: Raw -306813.253939 + Penalty 3811.424738 = -303001.829201
  nChanged 80
		SP:Iteration 3Q (4520.360000 sec): 3 clusters
  Score: Raw -306867.635852 + Penalty 3811.424738 = -303056.211114
  nChanged 52
		SP:Iteration 4Q (4520.360000 sec): 3 clusters
  Score: Raw -306904.933537 + Penalty 3811.424738 = -303093.508800
  nChanged 43
		SP:Iteration 5Q (4520.370000 sec): 3 clusters
  Score: Raw -306928.989576 + Penalty 3811.424738 = -303117.564839
  nChanged 30
		SP:Iteration 6Q (4520.380000 sec): 3 clusters
  Score: Raw -306948.888980 + Penalty 3811.424738 = -303137.464243
  nChanged 27
		SP:Iteration 7Q (4520.390000 sec): 3 clusters
  Score: Raw -306965.911497 + Penalty 3811.424738 = -303154.486759
  nChanged 15
		SP:Iteration 8Q (4520.390000 sec): 3 clusters
  Score: Raw -306976.071022 + Penalty 3811.424738 = -303164.646285
  nChanged 18
		SP:Iteration 9Q (4520.400000 sec): 3 clusters
  Score: Raw -306985.322028 + Penalty 3811.424738 = -303173.897291
  nChanged 16
		SP:Iteration 10Q (4520.410000 sec): 3 clusters
  Score: Raw -306990.481500 + Penalty 3811.424738 = -303179.056763
  nChanged 3
		SP:Iteration 11Q (4520.420000 sec): 3 clusters
  Score: Raw -306993.650433 + Penalty 3811.424738 = -303182.225695
  nChanged 10
		SP:Iteration 12Q (4520.430000 sec): 3 clusters
  Score: Raw -307001.203310 + Penalty 3811.424738 = -303189.778572
  nChanged 11
		SP:Iteration 13Q (4520.430000 sec): 3 clusters
  Score: Raw -307007.858800 + Penalty 3811.424738 = -303196.434062
  nChanged 4
		SP:Iteration 14Q (4520.440000 sec): 3 clusters
  Score: Raw -307010.935434 + Penalty 3811.424738 = -303199.510697
  nChanged 5
		SP:Iteration 15Q (4520.450000 sec): 3 clusters
  Score: Raw -307014.573079 + Penalty 3811.424738 = -303203.148342
  nChanged 7
		SP:Iteration 16Q (4520.460000 sec): 3 clusters
  Score: Raw -307019.013318 + Penalty 3811.424738 = -303207.588580
  nChanged 10
		SP:Iteration 17Q (4520.470000 sec): 3 clusters
  Score: Raw -307023.003701 + Penalty 3811.424738 = -303211.578963
  nChanged 10
		SP:Iteration 18Q (4520.470000 sec): 3 clusters
  Score: Raw -307027.059619 + Penalty 3811.424738 = -303215.634881
  nChanged 6
		SP:Iteration 19Q (4520.480000 sec): 3 clusters
  Score: Raw -307029.322475 + Penalty 3811.424738 = -303217.897737
  nChanged 2
		SP:Iteration 20F (4520.490000 sec): 3 clusters
  Score: Raw -307030.057315 + Penalty 3811.424738 = -303218.632577
  nChanged 4
		SP:Iteration 21Q (4520.500000 sec): 3 clusters
  Score: Raw -307031.422658 + Penalty 3811.424738 = -303219.997921
  nChanged 5
		SP:Iteration 22Q (4520.510000 sec): 3 clusters
  Score: Raw -307033.776568 + Penalty 3811.424738 = -303222.351830
  nChanged 5
		SP:Iteration 23Q (4520.510000 sec): 3 clusters
  Score: Raw -307036.568673 + Penalty 3811.424738 = -303225.143936
  nChanged 3
		SP:Iteration 24Q (4520.520000 sec): 3 clusters
  Score: Raw -307039.292130 + Penalty 3811.424738 = -303227.867392
  nChanged 2
		SP:Iteration 25Q (4520.530000 sec): 3 clusters
  Score: Raw -307040.704890 + Penalty 3811.424738 = -303229.280153
  nChanged 4
		SP:Iteration 26Q (4520.540000 sec): 3 clusters
  Score: Raw -307042.399836 + Penalty 3811.424738 = -303230.975098
  nChanged 2
		SP:Iteration 27Q (4520.550000 sec): 3 clusters
  Score: Raw -307043.693658 + Penalty 3811.424738 = -303232.268920
  nChanged 3
		SP:Iteration 28Q (4520.550000 sec): 3 clusters
  Score: Raw -307044.922171 + Penalty 3811.424738 = -303233.497434
  nChanged 4
		SP:Iteration 29Q (4520.560000 sec): 3 clusters
  Score: Raw -307046.027931 + Penalty 3811.424738 = -303234.603193
  nChanged 0
		SP:Iteration 30F (4520.570000 sec): 3 clusters
  Score: Raw -307046.027931 + Penalty 3811.424738 = -303234.603193
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (32461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4520.690000 sec): 2 clusters
  Score: Raw -4740977.582619 + Penalty 2576.173073 = -4738401.409546
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4520.810000 sec): 3 clusters
  Score: Raw -4721329.513175 + Penalty 5152.346145 = -4716177.167029
  nChanged 14696
		SP:Iteration 1F (4520.930000 sec): 3 clusters
  Score: Raw -4729618.396896 + Penalty 5152.346145 = -4724466.050751
  nChanged 1708
		SP:Iteration 2F (4521.060000 sec): 3 clusters
  Score: Raw -4730384.058583 + Penalty 5152.346145 = -4725231.712437
  nChanged 1808
		SP:Iteration 3F (4521.180000 sec): 3 clusters
  Score: Raw -4731331.665986 + Penalty 5152.346145 = -4726179.319841
  nChanged 1992
		SP:Iteration 4F (4521.310000 sec): 3 clusters
  Score: Raw -4732592.783602 + Penalty 5152.346145 = -4727440.437456
  nChanged 2242
		SP:Iteration 5F (4521.430000 sec): 3 clusters
  Score: Raw -4734145.219330 + Penalty 5152.346145 = -4728992.873185
  nChanged 2228
		SP:Iteration 6F (4521.550000 sec): 3 clusters
  Score: Raw -4735655.667974 + Penalty 5152.346145 = -4730503.321829
  nChanged 1965
		SP:Iteration 7F (4521.670000 sec): 3 clusters
  Score: Raw -4736946.614607 + Penalty 5152.346145 = -4731794.268461
  nChanged 1519
		SP:Iteration 8Q (4521.800000 sec): 3 clusters
  Score: Raw -4737913.092760 + Penalty 5152.346145 = -4732760.746615
  nChanged 1192
		SP:Iteration 9Q (4521.930000 sec): 3 clusters
  Score: Raw -4738652.524938 + Penalty 5152.346145 = -4733500.178792
  nChanged 918
		SP:Iteration 10Q (4522.050000 sec): 3 clusters
  Score: Raw -4739353.822562 + Penalty 5152.346145 = -4734201.476417
  nChanged 849
		SP:Iteration 11Q (4522.170000 sec): 3 clusters
  Score: Raw -4740283.209832 + Penalty 5152.346145 = -4735130.863687
  nChanged 648
		SP:Iteration 12Q (4522.290000 sec): 3 clusters
  Score: Raw -4741254.563626 + Penalty 5152.346145 = -4736102.217481
  nChanged 363
		SP:Iteration 13Q (4522.400000 sec): 3 clusters
  Score: Raw -4741640.356458 + Penalty 5152.346145 = -4736488.010313
  nChanged 237
		SP:Iteration 14Q (4522.510000 sec): 3 clusters
  Score: Raw -4741768.957837 + Penalty 5152.346145 = -4736616.611692
  nChanged 178
		SP:Iteration 15Q (4522.610000 sec): 3 clusters
  Score: Raw -4741835.270224 + Penalty 5152.346145 = -4736682.924079
  nChanged 138
		SP:Iteration 16Q (4522.710000 sec): 3 clusters
  Score: Raw -4741878.899939 + Penalty 5152.346145 = -4736726.553794
  nChanged 110
		SP:Iteration 17Q (4522.810000 sec): 3 clusters
  Score: Raw -4741908.887919 + Penalty 5152.346145 = -4736756.541774
  nChanged 85
		SP:Iteration 18Q (4522.910000 sec): 3 clusters
  Score: Raw -4741931.503044 + Penalty 5152.346145 = -4736779.156899
  nChanged 60
		SP:Iteration 19Q (4523.010000 sec): 3 clusters
  Score: Raw -4741944.671273 + Penalty 5152.346145 = -4736792.325128
  nChanged 44
		SP:Iteration 20F (4523.130000 sec): 3 clusters
  Score: Raw -4741953.920270 + Penalty 5152.346145 = -4736801.574125
  nChanged 41
		SP:Iteration 21Q (4523.220000 sec): 3 clusters
  Score: Raw -4741961.620917 + Penalty 5152.346145 = -4736809.274771
  nChanged 26
		SP:Iteration 22Q (4523.320000 sec): 3 clusters
  Score: Raw -4741965.673593 + Penalty 5152.346145 = -4736813.327447
  nChanged 23
		SP:Iteration 23Q (4523.410000 sec): 3 clusters
  Score: Raw -4741969.773572 + Penalty 5152.346145 = -4736817.427426
  nChanged 18
		SP:Iteration 24Q (4523.510000 sec): 3 clusters
  Score: Raw -4741972.468437 + Penalty 5152.346145 = -4736820.122291
  nChanged 19
		SP:Iteration 25Q (4523.610000 sec): 3 clusters
  Score: Raw -4741976.953456 + Penalty 5152.346145 = -4736824.607311
  nChanged 25
		SP:Iteration 26Q (4523.700000 sec): 3 clusters
  Score: Raw -4741980.428510 + Penalty 5152.346145 = -4736828.082364
  nChanged 13
		SP:Iteration 27Q (4523.800000 sec): 3 clusters
  Score: Raw -4741982.232275 + Penalty 5152.346145 = -4736829.886130
  nChanged 9
		SP:Iteration 28Q (4523.890000 sec): 3 clusters
  Score: Raw -4741983.305336 + Penalty 5152.346145 = -4736830.959191
  nChanged 8
		SP:Iteration 29Q (4523.990000 sec): 3 clusters
  Score: Raw -4741984.355176 + Penalty 5152.346145 = -4736832.009031
  nChanged 10
		SP:Iteration 30Q (4524.080000 sec): 3 clusters
  Score: Raw -4741985.685174 + Penalty 5152.346145 = -4736833.339029
  nChanged 8
		SP:Iteration 31Q (4524.170000 sec): 3 clusters
  Score: Raw -4741986.598901 + Penalty 5152.346145 = -4736834.252756
  nChanged 6
		SP:Iteration 32Q (4524.270000 sec): 3 clusters
  Score: Raw -4741987.217297 + Penalty 5152.346145 = -4736834.871152
  nChanged 7
		SP:Iteration 33Q (4524.370000 sec): 3 clusters
  Score: Raw -4741988.023827 + Penalty 5152.346145 = -4736835.677681
  nChanged 8
		SP:Iteration 34Q (4524.470000 sec): 3 clusters
  Score: Raw -4741989.423066 + Penalty 5152.346145 = -4736837.076920
  nChanged 8
		SP:Iteration 35Q (4524.560000 sec): 3 clusters
  Score: Raw -4741990.693290 + Penalty 5152.346145 = -4736838.347144
  nChanged 8
		SP:Iteration 36Q (4524.650000 sec): 3 clusters
  Score: Raw -4741992.054945 + Penalty 5152.346145 = -4736839.708800
  nChanged 8
		SP:Iteration 37Q (4524.750000 sec): 3 clusters
  Score: Raw -4741993.092523 + Penalty 5152.346145 = -4736840.746378
  nChanged 8
		SP:Iteration 38Q (4524.840000 sec): 3 clusters
  Score: Raw -4741994.024424 + Penalty 5152.346145 = -4736841.678279
  nChanged 4
		SP:Iteration 39Q (4524.940000 sec): 3 clusters
  Score: Raw -4741994.550950 + Penalty 5152.346145 = -4736842.204805
  nChanged 6
		SP:Iteration 40F (4525.060000 sec): 3 clusters
  Score: Raw -4741995.420840 + Penalty 5152.346145 = -4736843.074694
  nChanged 6
		SP:Iteration 41Q (4525.150000 sec): 3 clusters
  Score: Raw -4741996.449966 + Penalty 5152.346145 = -4736844.103821
  nChanged 7
		SP:Iteration 42Q (4525.250000 sec): 3 clusters
  Score: Raw -4741997.698590 + Penalty 5152.346145 = -4736845.352445
  nChanged 5
		SP:Iteration 43Q (4525.340000 sec): 3 clusters
  Score: Raw -4741998.497689 + Penalty 5152.346145 = -4736846.151544
  nChanged 6
		SP:Iteration 44Q (4525.440000 sec): 3 clusters
  Score: Raw -4741999.314213 + Penalty 5152.346145 = -4736846.968068
  nChanged 4
		SP:Iteration 45Q (4525.530000 sec): 3 clusters
  Score: Raw -4741999.795321 + Penalty 5152.346145 = -4736847.449175
  nChanged 1
		SP:Iteration 46Q (4525.630000 sec): 3 clusters
  Score: Raw -4742000.027017 + Penalty 5152.346145 = -4736847.680872
  nChanged 1
		SP:Iteration 47Q (4525.730000 sec): 3 clusters
  Score: Raw -4742000.302813 + Penalty 5152.346145 = -4736847.956668
  nChanged 2
		SP:Iteration 48Q (4525.820000 sec): 3 clusters
  Score: Raw -4742000.492199 + Penalty 5152.346145 = -4736848.146054
  nChanged 2
		SP:Iteration 49Q (4525.910000 sec): 3 clusters
  Score: Raw -4742000.695455 + Penalty 5152.346145 = -4736848.349309
  nChanged 1
		SP:Iteration 50Q (4526.010000 sec): 3 clusters
  Score: Raw -4742000.811491 + Penalty 5152.346145 = -4736848.465345
  nChanged 0
		SP:Iteration 51F (4526.130000 sec): 3 clusters
  Score: Raw -4742000.811491 + Penalty 5152.346145 = -4736848.465345
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (95619 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4526.470000 sec): 2 clusters
  Score: Raw -13877335.761433 + Penalty 2844.095452 = -13874491.665981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4526.850000 sec): 3 clusters
  Score: Raw -13816187.627873 + Penalty 5688.190905 = -13810499.436968
  nChanged 45133
		SP:Iteration 1F (4527.210000 sec): 3 clusters
  Score: Raw -13841718.110155 + Penalty 5688.190905 = -13836029.919250
  nChanged 3410
		SP:Iteration 2Q (4527.600000 sec): 3 clusters
  Score: Raw -13842606.196430 + Penalty 5688.190905 = -13836918.005526
  nChanged 3814
		SP:Iteration 3Q (4527.980000 sec): 3 clusters
  Score: Raw -13843857.396590 + Penalty 5688.190905 = -13838169.205686
  nChanged 4580
		SP:Iteration 4Q (4528.360000 sec): 3 clusters
  Score: Raw -13845869.796591 + Penalty 5688.190905 = -13840181.605686
  nChanged 5877
		SP:Iteration 5F (4528.740000 sec): 3 clusters
  Score: Raw -13849339.892436 + Penalty 5688.190905 = -13843651.701531
  nChanged 7241
		SP:Iteration 6F (4529.110000 sec): 3 clusters
  Score: Raw -13854575.484327 + Penalty 5688.190905 = -13848887.293422
  nChanged 7602
		SP:Iteration 7F (4529.480000 sec): 3 clusters
  Score: Raw -13860745.100210 + Penalty 5688.190905 = -13855056.909305
  nChanged 6815
		SP:Iteration 8F (4529.850000 sec): 3 clusters
  Score: Raw -13866684.271944 + Penalty 5688.190905 = -13860996.081039
  nChanged 5235
		SP:Iteration 9F (4530.210000 sec): 3 clusters
  Score: Raw -13871441.656951 + Penalty 5688.190905 = -13865753.466046
  nChanged 3465
		SP:Iteration 10Q (4530.580000 sec): 3 clusters
  Score: Raw -13874590.799000 + Penalty 5688.190905 = -13868902.608095
  nChanged 1984
		SP:Iteration 11Q (4530.920000 sec): 3 clusters
  Score: Raw -13876331.231596 + Penalty 5688.190905 = -13870643.040691
  nChanged 954
		SP:Iteration 12Q (4531.230000 sec): 3 clusters
  Score: Raw -13877115.506774 + Penalty 5688.190905 = -13871427.315869
  nChanged 412
		SP:Iteration 13Q (4531.530000 sec): 3 clusters
  Score: Raw -13877437.510995 + Penalty 5688.190905 = -13871749.320090
  nChanged 198
		SP:Iteration 14Q (4531.810000 sec): 3 clusters
  Score: Raw -13877606.812451 + Penalty 5688.190905 = -13871918.621547
  nChanged 135
		SP:Iteration 15Q (4532.090000 sec): 3 clusters
  Score: Raw -13877725.505898 + Penalty 5688.190905 = -13872037.314993
  nChanged 91
		SP:Iteration 16Q (4532.360000 sec): 3 clusters
  Score: Raw -13877790.888528 + Penalty 5688.190905 = -13872102.697623
  nChanged 55
		SP:Iteration 17Q (4532.630000 sec): 3 clusters
  Score: Raw -13877822.456272 + Penalty 5688.190905 = -13872134.265367
  nChanged 30
		SP:Iteration 18Q (4532.920000 sec): 3 clusters
  Score: Raw -13877844.411172 + Penalty 5688.190905 = -13872156.220268
  nChanged 27
		SP:Iteration 19Q (4533.190000 sec): 3 clusters
  Score: Raw -13877863.297982 + Penalty 5688.190905 = -13872175.107077
  nChanged 19
		SP:Iteration 20F (4533.550000 sec): 3 clusters
  Score: Raw -13877873.753648 + Penalty 5688.190905 = -13872185.562743
  nChanged 17
		SP:Iteration 21Q (4533.820000 sec): 3 clusters
  Score: Raw -13877882.200005 + Penalty 5688.190905 = -13872194.009100
  nChanged 14
		SP:Iteration 22Q (4534.080000 sec): 3 clusters
  Score: Raw -13877889.873792 + Penalty 5688.190905 = -13872201.682887
  nChanged 12
		SP:Iteration 23Q (4534.350000 sec): 3 clusters
  Score: Raw -13877896.733878 + Penalty 5688.190905 = -13872208.542973
  nChanged 9
		SP:Iteration 24Q (4534.610000 sec): 3 clusters
  Score: Raw -13877905.215215 + Penalty 5688.190905 = -13872217.024310
  nChanged 12
		SP:Iteration 25Q (4534.880000 sec): 3 clusters
  Score: Raw -13877913.854150 + Penalty 5688.190905 = -13872225.663245
  nChanged 4
		SP:Iteration 26Q (4535.150000 sec): 3 clusters
  Score: Raw -13877915.944905 + Penalty 5688.190905 = -13872227.754001
  nChanged 3
		SP:Iteration 27Q (4535.410000 sec): 3 clusters
  Score: Raw -13877919.046879 + Penalty 5688.190905 = -13872230.855975
  nChanged 4
		SP:Iteration 28Q (4535.680000 sec): 3 clusters
  Score: Raw -13877920.666074 + Penalty 5688.190905 = -13872232.475169
  nChanged 2
		SP:Iteration 29Q (4535.950000 sec): 3 clusters
  Score: Raw -13877921.575664 + Penalty 5688.190905 = -13872233.384760
  nChanged 0
		SP:Iteration 30F (4536.310000 sec): 3 clusters
  Score: Raw -13877921.575664 + Penalty 5688.190905 = -13872233.384760
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (33228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4536.460000 sec): 2 clusters
  Score: Raw -5161850.291547 + Penalty 2581.964747 = -5159268.326800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4536.590000 sec): 3 clusters
  Score: Raw -5141753.532024 + Penalty 5163.929494 = -5136589.602530
  nChanged 15134
		SP:Iteration 1F (4536.720000 sec): 3 clusters
  Score: Raw -5149854.881201 + Penalty 5163.929494 = -5144690.951707
  nChanged 1543
		SP:Iteration 2Q (4536.850000 sec): 3 clusters
  Score: Raw -5150392.192788 + Penalty 5163.929494 = -5145228.263294
  nChanged 1435
		SP:Iteration 3Q (4536.980000 sec): 3 clusters
  Score: Raw -5150899.187956 + Penalty 5163.929494 = -5145735.258462
  nChanged 1451
		SP:Iteration 4Q (4537.110000 sec): 3 clusters
  Score: Raw -5151491.680192 + Penalty 5163.929494 = -5146327.750698
  nChanged 1472
		SP:Iteration 5Q (4537.240000 sec): 3 clusters
  Score: Raw -5152204.802953 + Penalty 5163.929494 = -5147040.873460
  nChanged 1719
		SP:Iteration 6F (4537.360000 sec): 3 clusters
  Score: Raw -5153191.254480 + Penalty 5163.929494 = -5148027.324987
  nChanged 2088
		SP:Iteration 7F (4537.490000 sec): 3 clusters
  Score: Raw -5154685.995161 + Penalty 5163.929494 = -5149522.065667
  nChanged 2417
		SP:Iteration 8F (4537.610000 sec): 3 clusters
  Score: Raw -5156700.995527 + Penalty 5163.929494 = -5151537.066033
  nChanged 2301
		SP:Iteration 9F (4537.740000 sec): 3 clusters
  Score: Raw -5158792.127688 + Penalty 5163.929494 = -5153628.198194
  nChanged 1756
		SP:Iteration 10F (4537.860000 sec): 3 clusters
  Score: Raw -5160407.171789 + Penalty 5163.929494 = -5155243.242295
  nChanged 1020
		SP:Iteration 11Q (4537.970000 sec): 3 clusters
  Score: Raw -5161318.258392 + Penalty 5163.929494 = -5156154.328899
  nChanged 446
		SP:Iteration 12Q (4538.080000 sec): 3 clusters
  Score: Raw -5161709.738852 + Penalty 5163.929494 = -5156545.809358
  nChanged 193
		SP:Iteration 13Q (4538.180000 sec): 3 clusters
  Score: Raw -5161907.129001 + Penalty 5163.929494 = -5156743.199507
  nChanged 100
		SP:Iteration 14Q (4538.270000 sec): 3 clusters
  Score: Raw -5162033.247750 + Penalty 5163.929494 = -5156869.318256
  nChanged 53
		SP:Iteration 15Q (4538.360000 sec): 3 clusters
  Score: Raw -5162097.311507 + Penalty 5163.929494 = -5156933.382013
  nChanged 29
		SP:Iteration 16Q (4538.460000 sec): 3 clusters
  Score: Raw -5162135.497432 + Penalty 5163.929494 = -5156971.567938
  nChanged 19
		SP:Iteration 17Q (4538.550000 sec): 3 clusters
  Score: Raw -5162161.926391 + Penalty 5163.929494 = -5156997.996897
  nChanged 10
		SP:Iteration 18Q (4538.640000 sec): 3 clusters
  Score: Raw -5162174.527447 + Penalty 5163.929494 = -5157010.597953
  nChanged 5
		SP:Iteration 19Q (4538.730000 sec): 3 clusters
  Score: Raw -5162182.265357 + Penalty 5163.929494 = -5157018.335863
  nChanged 5
		SP:Iteration 20F (4538.850000 sec): 3 clusters
  Score: Raw -5162187.696102 + Penalty 5163.929494 = -5157023.766608
  nChanged 5
		SP:Iteration 21Q (4538.940000 sec): 3 clusters
  Score: Raw -5162195.349881 + Penalty 5163.929494 = -5157031.420388
  nChanged 2
		SP:Iteration 22Q (4539.020000 sec): 3 clusters
  Score: Raw -5162197.653717 + Penalty 5163.929494 = -5157033.724224
  nChanged 3
		SP:Iteration 23Q (4539.110000 sec): 3 clusters
  Score: Raw -5162202.626156 + Penalty 5163.929494 = -5157038.696662
  nChanged 3
		SP:Iteration 24Q (4539.200000 sec): 3 clusters
  Score: Raw -5162205.560575 + Penalty 5163.929494 = -5157041.631081
  nChanged 1
		SP:Iteration 25Q (4539.290000 sec): 3 clusters
  Score: Raw -5162207.803771 + Penalty 5163.929494 = -5157043.874278
  nChanged 2
		SP:Iteration 26Q (4539.380000 sec): 3 clusters
  Score: Raw -5162210.578373 + Penalty 5163.929494 = -5157046.648879
  nChanged 1
		SP:Iteration 27Q (4539.460000 sec): 3 clusters
  Score: Raw -5162212.161939 + Penalty 5163.929494 = -5157048.232445
  nChanged 0
		SP:Iteration 28F (4539.590000 sec): 3 clusters
  Score: Raw -5162212.161939 + Penalty 5163.929494 = -5157048.232445
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (100259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4539.940000 sec): 2 clusters
  Score: Raw -14811656.064290 + Penalty 2855.847005 = -14808800.217285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4540.320000 sec): 3 clusters
  Score: Raw -14747482.200890 + Penalty 5711.694010 = -14741770.506880
  nChanged 47552
		SP:Iteration 1F (4540.710000 sec): 3 clusters
  Score: Raw -14774339.130877 + Penalty 5711.694010 = -14768627.436868
  nChanged 3239
		SP:Iteration 2Q (4541.100000 sec): 3 clusters
  Score: Raw -14775146.129624 + Penalty 5711.694010 = -14769434.435614
  nChanged 3554
		SP:Iteration 3Q (4541.500000 sec): 3 clusters
  Score: Raw -14776182.503581 + Penalty 5711.694010 = -14770470.809571
  nChanged 4178
		SP:Iteration 4Q (4541.880000 sec): 3 clusters
  Score: Raw -14777711.574374 + Penalty 5711.694010 = -14771999.880364
  nChanged 5195
		SP:Iteration 5F (4542.270000 sec): 3 clusters
  Score: Raw -14780148.847537 + Penalty 5711.694010 = -14774437.153527
  nChanged 6390
		SP:Iteration 6F (4542.650000 sec): 3 clusters
  Score: Raw -14783866.057234 + Penalty 5711.694010 = -14778154.363225
  nChanged 7268
		SP:Iteration 7F (4543.040000 sec): 3 clusters
  Score: Raw -14788894.496582 + Penalty 5711.694010 = -14783182.802572
  nChanged 7426
		SP:Iteration 8F (4543.420000 sec): 3 clusters
  Score: Raw -14794679.676243 + Penalty 5711.694010 = -14788967.982233
  nChanged 6895
		SP:Iteration 9F (4543.800000 sec): 3 clusters
  Score: Raw -14800500.098477 + Penalty 5711.694010 = -14794788.404467
  nChanged 5444
		SP:Iteration 10F (4544.180000 sec): 3 clusters
  Score: Raw -14805212.440099 + Penalty 5711.694010 = -14799500.746089
  nChanged 3730
		SP:Iteration 11Q (4544.560000 sec): 3 clusters
  Score: Raw -14808388.399371 + Penalty 5711.694010 = -14802676.705361
  nChanged 2144
		SP:Iteration 12Q (4544.920000 sec): 3 clusters
  Score: Raw -14810058.130677 + Penalty 5711.694010 = -14804346.436667
  nChanged 1138
		SP:Iteration 13Q (4545.260000 sec): 3 clusters
  Score: Raw -14810903.005625 + Penalty 5711.694010 = -14805191.311615
  nChanged 636
		SP:Iteration 14Q (4545.570000 sec): 3 clusters
  Score: Raw -14811346.534827 + Penalty 5711.694010 = -14805634.840817
  nChanged 346
		SP:Iteration 15Q (4545.870000 sec): 3 clusters
  Score: Raw -14811587.443439 + Penalty 5711.694010 = -14805875.749429
  nChanged 216
		SP:Iteration 16Q (4546.160000 sec): 3 clusters
  Score: Raw -14811744.605937 + Penalty 5711.694010 = -14806032.911928
  nChanged 127
		SP:Iteration 17Q (4546.460000 sec): 3 clusters
  Score: Raw -14811834.864998 + Penalty 5711.694010 = -14806123.170988
  nChanged 73
		SP:Iteration 18Q (4546.750000 sec): 3 clusters
  Score: Raw -14811886.872510 + Penalty 5711.694010 = -14806175.178500
  nChanged 53
		SP:Iteration 19Q (4547.030000 sec): 3 clusters
  Score: Raw -14811919.190476 + Penalty 5711.694010 = -14806207.496467
  nChanged 30
		SP:Iteration 20F (4547.400000 sec): 3 clusters
  Score: Raw -14811940.259519 + Penalty 5711.694010 = -14806228.565510
  nChanged 25
		SP:Iteration 21Q (4547.680000 sec): 3 clusters
  Score: Raw -14811959.232111 + Penalty 5711.694010 = -14806247.538101
  nChanged 23
		SP:Iteration 22Q (4547.960000 sec): 3 clusters
  Score: Raw -14811979.789942 + Penalty 5711.694010 = -14806268.095932
  nChanged 23
		SP:Iteration 23Q (4548.240000 sec): 3 clusters
  Score: Raw -14811996.057167 + Penalty 5711.694010 = -14806284.363157
  nChanged 11
		SP:Iteration 24Q (4548.510000 sec): 3 clusters
  Score: Raw -14812002.473570 + Penalty 5711.694010 = -14806290.779560
  nChanged 11
		SP:Iteration 25Q (4548.790000 sec): 3 clusters
  Score: Raw -14812010.804035 + Penalty 5711.694010 = -14806299.110025
  nChanged 14
		SP:Iteration 26Q (4549.070000 sec): 3 clusters
  Score: Raw -14812020.019707 + Penalty 5711.694010 = -14806308.325697
  nChanged 15
		SP:Iteration 27Q (4549.340000 sec): 3 clusters
  Score: Raw -14812028.422531 + Penalty 5711.694010 = -14806316.728521
  nChanged 10
		SP:Iteration 28Q (4549.620000 sec): 3 clusters
  Score: Raw -14812039.020846 + Penalty 5711.694010 = -14806327.326836
  nChanged 11
		SP:Iteration 29Q (4549.890000 sec): 3 clusters
  Score: Raw -14812047.638863 + Penalty 5711.694010 = -14806335.944853
  nChanged 9
		SP:Iteration 30Q (4550.170000 sec): 3 clusters
  Score: Raw -14812053.688094 + Penalty 5711.694010 = -14806341.994084
  nChanged 7
		SP:Iteration 31Q (4550.440000 sec): 3 clusters
  Score: Raw -14812057.643350 + Penalty 5711.694010 = -14806345.949340
  nChanged 6
		SP:Iteration 32Q (4550.710000 sec): 3 clusters
  Score: Raw -14812062.201498 + Penalty 5711.694010 = -14806350.507488
  nChanged 5
		SP:Iteration 33Q (4550.990000 sec): 3 clusters
  Score: Raw -14812066.132372 + Penalty 5711.694010 = -14806354.438362
  nChanged 5
		SP:Iteration 34Q (4551.260000 sec): 3 clusters
  Score: Raw -14812069.651109 + Penalty 5711.694010 = -14806357.957099
  nChanged 5
		SP:Iteration 35Q (4551.540000 sec): 3 clusters
  Score: Raw -14812073.283628 + Penalty 5711.694010 = -14806361.589618
  nChanged 5
		SP:Iteration 36Q (4551.810000 sec): 3 clusters
  Score: Raw -14812076.409819 + Penalty 5711.694010 = -14806364.715810
  nChanged 2
		SP:Iteration 37Q (4552.090000 sec): 3 clusters
  Score: Raw -14812078.392280 + Penalty 5711.694010 = -14806366.698270
  nChanged 1
		SP:Iteration 38Q (4552.360000 sec): 3 clusters
  Score: Raw -14812078.888765 + Penalty 5711.694010 = -14806367.194755
  nChanged 0
		SP:Iteration 39F (4552.730000 sec): 3 clusters
  Score: Raw -14812078.888765 + Penalty 5711.694010 = -14806367.194755
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (1401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4552.790000 sec): 2 clusters
  Score: Raw -126499.607420 + Penalty 1796.745503 = -124702.861916
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4552.790000 sec): 3 clusters
  Score: Raw -126872.908364 + Penalty 3593.491007 = -123279.417357
  nChanged 568
		SP:Iteration 1F (4552.800000 sec): 3 clusters
  Score: Raw -131599.223130 + Penalty 3593.491007 = -128005.732123
  nChanged 153
		SP:Iteration 2F (4552.800000 sec): 3 clusters
  Score: Raw -133795.433623 + Penalty 3593.491007 = -130201.942616
  nChanged 87
		SP:Iteration 3F (4552.810000 sec): 3 clusters
  Score: Raw -135489.020205 + Penalty 3593.491007 = -131895.529198
  nChanged 61
		SP:Iteration 4Q (4552.810000 sec): 3 clusters
  Score: Raw -136787.454271 + Penalty 3593.491007 = -133193.963264
  nChanged 22
		SP:Iteration 5Q (4552.810000 sec): 3 clusters
  Score: Raw -137471.783834 + Penalty 3593.491007 = -133878.292827
  nChanged 11
		SP:Iteration 6Q (4552.820000 sec): 3 clusters
  Score: Raw -137510.040437 + Penalty 3593.491007 = -133916.549430
  nChanged 4
		SP:Iteration 7Q (4552.820000 sec): 3 clusters
  Score: Raw -137519.985760 + Penalty 3593.491007 = -133926.494753
  nChanged 3
		SP:Iteration 8Q (4552.830000 sec): 3 clusters
  Score: Raw -137526.089312 + Penalty 3593.491007 = -133932.598305
  nChanged 2
		SP:Iteration 9Q (4552.830000 sec): 3 clusters
  Score: Raw -137532.784621 + Penalty 3593.491007 = -133939.293614
  nChanged 2
		SP:Iteration 10Q (4552.830000 sec): 3 clusters
  Score: Raw -137572.502731 + Penalty 3593.491007 = -133979.011724
  nChanged 1
		SP:Iteration 11Q (4552.840000 sec): 3 clusters
  Score: Raw -137575.740496 + Penalty 3593.491007 = -133982.249489
  nChanged 0
		SP:Iteration 12F (4552.840000 sec): 3 clusters
  Score: Raw -137601.815536 + Penalty 3593.491007 = -134008.324529
  nChanged 4
		SP:Iteration 13Q (4552.850000 sec): 3 clusters
  Score: Raw -137793.843006 + Penalty 3593.491007 = -134200.351999
  nChanged 2
		SP:Iteration 14Q (4552.850000 sec): 3 clusters
  Score: Raw -137818.152443 + Penalty 3593.491007 = -134224.661436
  nChanged 1
		SP:Iteration 15Q (4552.850000 sec): 3 clusters
  Score: Raw -137819.362691 + Penalty 3593.491007 = -134225.871684
  nChanged 0
		SP:Iteration 16F (4552.860000 sec): 3 clusters
  Score: Raw -137819.362691 + Penalty 3593.491007 = -134225.871684
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 30.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (54405 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4553.050000 sec): 2 clusters
  Score: Raw -7970574.653514 + Penalty 2704.244412 = -7967870.409101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4553.260000 sec): 3 clusters
  Score: Raw -7936832.667477 + Penalty 5408.488825 = -7931424.178652
  nChanged 25065
		SP:Iteration 1F (4553.470000 sec): 3 clusters
  Score: Raw -7950641.339682 + Penalty 5408.488825 = -7945232.850857
  nChanged 2157
		SP:Iteration 2Q (4553.690000 sec): 3 clusters
  Score: Raw -7951202.370341 + Penalty 5408.488825 = -7945793.881516
  nChanged 1990
		SP:Iteration 3Q (4553.900000 sec): 3 clusters
  Score: Raw -7951731.097092 + Penalty 5408.488825 = -7946322.608267
  nChanged 1825
		SP:Iteration 4Q (4554.110000 sec): 3 clusters
  Score: Raw -7952228.850353 + Penalty 5408.488825 = -7946820.361528
  nChanged 1946
		SP:Iteration 5Q (4554.330000 sec): 3 clusters
  Score: Raw -7952820.735751 + Penalty 5408.488825 = -7947412.246926
  nChanged 2160
		SP:Iteration 6Q (4554.550000 sec): 3 clusters
  Score: Raw -7953627.982733 + Penalty 5408.488825 = -7948219.493908
  nChanged 2538
		SP:Iteration 7Q (4554.760000 sec): 3 clusters
  Score: Raw -7954843.727959 + Penalty 5408.488825 = -7949435.239134
  nChanged 3079
		SP:Iteration 8F (4554.970000 sec): 3 clusters
  Score: Raw -7956706.360942 + Penalty 5408.488825 = -7951297.872117
  nChanged 3584
		SP:Iteration 9F (4555.170000 sec): 3 clusters
  Score: Raw -7959223.603677 + Penalty 5408.488825 = -7953815.114852
  nChanged 3537
		SP:Iteration 10F (4555.380000 sec): 3 clusters
  Score: Raw -7961903.530657 + Penalty 5408.488825 = -7956495.041833
  nChanged 3116
		SP:Iteration 11F (4555.590000 sec): 3 clusters
  Score: Raw -7964253.489430 + Penalty 5408.488825 = -7958845.000606
  nChanged 2379
		SP:Iteration 12Q (4555.800000 sec): 3 clusters
  Score: Raw -7965991.793929 + Penalty 5408.488825 = -7960583.305105
  nChanged 1654
		SP:Iteration 13Q (4556.000000 sec): 3 clusters
  Score: Raw -7967147.659968 + Penalty 5408.488825 = -7961739.171143
  nChanged 1253
		SP:Iteration 14Q (4556.190000 sec): 3 clusters
  Score: Raw -7967965.108178 + Penalty 5408.488825 = -7962556.619353
  nChanged 948
		SP:Iteration 15Q (4556.380000 sec): 3 clusters
  Score: Raw -7968533.701871 + Penalty 5408.488825 = -7963125.213047
  nChanged 749
		SP:Iteration 16Q (4556.550000 sec): 3 clusters
  Score: Raw -7968939.002528 + Penalty 5408.488825 = -7963530.513703
  nChanged 614
		SP:Iteration 17Q (4556.720000 sec): 3 clusters
  Score: Raw -7969259.141189 + Penalty 5408.488825 = -7963850.652364
  nChanged 538
		SP:Iteration 18Q (4556.890000 sec): 3 clusters
  Score: Raw -7969536.699024 + Penalty 5408.488825 = -7964128.210199
  nChanged 426
		SP:Iteration 19Q (4557.050000 sec): 3 clusters
  Score: Raw -7969751.126629 + Penalty 5408.488825 = -7964342.637804
  nChanged 366
		SP:Iteration 20F (4557.260000 sec): 3 clusters
  Score: Raw -7969934.485592 + Penalty 5408.488825 = -7964525.996767
  nChanged 308
		SP:Iteration 21Q (4557.410000 sec): 3 clusters
  Score: Raw -7970107.180469 + Penalty 5408.488825 = -7964698.691644
  nChanged 275
		SP:Iteration 22Q (4557.570000 sec): 3 clusters
  Score: Raw -7970246.054733 + Penalty 5408.488825 = -7964837.565909
  nChanged 193
		SP:Iteration 23Q (4557.720000 sec): 3 clusters
  Score: Raw -7970340.754323 + Penalty 5408.488825 = -7964932.265498
  nChanged 171
		SP:Iteration 24Q (4557.870000 sec): 3 clusters
  Score: Raw -7970423.858066 + Penalty 5408.488825 = -7965015.369241
  nChanged 141
		SP:Iteration 25Q (4558.020000 sec): 3 clusters
  Score: Raw -7970500.002170 + Penalty 5408.488825 = -7965091.513345
  nChanged 131
		SP:Iteration 26Q (4558.170000 sec): 3 clusters
  Score: Raw -7970567.496386 + Penalty 5408.488825 = -7965159.007562
  nChanged 100
		SP:Iteration 27Q (4558.320000 sec): 3 clusters
  Score: Raw -7970619.273547 + Penalty 5408.488825 = -7965210.784722
  nChanged 84
		SP:Iteration 28Q (4558.470000 sec): 3 clusters
  Score: Raw -7970657.782964 + Penalty 5408.488825 = -7965249.294139
  nChanged 55
		SP:Iteration 29Q (4558.620000 sec): 3 clusters
  Score: Raw -7970682.452545 + Penalty 5408.488825 = -7965273.963720
  nChanged 43
		SP:Iteration 30Q (4558.770000 sec): 3 clusters
  Score: Raw -7970706.067367 + Penalty 5408.488825 = -7965297.578542
  nChanged 43
		SP:Iteration 31Q (4558.910000 sec): 3 clusters
  Score: Raw -7970726.622258 + Penalty 5408.488825 = -7965318.133433
  nChanged 33
		SP:Iteration 32Q (4559.060000 sec): 3 clusters
  Score: Raw -7970743.219253 + Penalty 5408.488825 = -7965334.730428
  nChanged 25
		SP:Iteration 33Q (4559.200000 sec): 3 clusters
  Score: Raw -7970756.430484 + Penalty 5408.488825 = -7965347.941659
  nChanged 24
		SP:Iteration 34Q (4559.350000 sec): 3 clusters
  Score: Raw -7970767.691372 + Penalty 5408.488825 = -7965359.202548
  nChanged 22
		SP:Iteration 35Q (4559.500000 sec): 3 clusters
  Score: Raw -7970778.145037 + Penalty 5408.488825 = -7965369.656213
  nChanged 25
		SP:Iteration 36Q (4559.650000 sec): 3 clusters
  Score: Raw -7970790.215609 + Penalty 5408.488825 = -7965381.726784
  nChanged 27
		SP:Iteration 37Q (4559.790000 sec): 3 clusters
  Score: Raw -7970803.821290 + Penalty 5408.488825 = -7965395.332465
  nChanged 25
		SP:Iteration 38Q (4559.940000 sec): 3 clusters
  Score: Raw -7970817.391990 + Penalty 5408.488825 = -7965408.903165
  nChanged 26
		SP:Iteration 39Q (4560.090000 sec): 3 clusters
  Score: Raw -7970833.678068 + Penalty 5408.488825 = -7965425.189243
  nChanged 26
		SP:Iteration 40F (4560.290000 sec): 3 clusters
  Score: Raw -7970847.813071 + Penalty 5408.488825 = -7965439.324247
  nChanged 16
		SP:Iteration 41Q (4560.440000 sec): 3 clusters
  Score: Raw -7970856.910928 + Penalty 5408.488825 = -7965448.422103
  nChanged 12
		SP:Iteration 42Q (4560.580000 sec): 3 clusters
  Score: Raw -7970862.980363 + Penalty 5408.488825 = -7965454.491538
  nChanged 14
		SP:Iteration 43Q (4560.730000 sec): 3 clusters
  Score: Raw -7970869.435516 + Penalty 5408.488825 = -7965460.946691
  nChanged 8
		SP:Iteration 44Q (4560.880000 sec): 3 clusters
  Score: Raw -7970872.487515 + Penalty 5408.488825 = -7965463.998690
  nChanged 8
		SP:Iteration 45Q (4561.030000 sec): 3 clusters
  Score: Raw -7970876.370432 + Penalty 5408.488825 = -7965467.881607
  nChanged 8
		SP:Iteration 46Q (4561.170000 sec): 3 clusters
  Score: Raw -7970880.032546 + Penalty 5408.488825 = -7965471.543721
  nChanged 10
		SP:Iteration 47Q (4561.320000 sec): 3 clusters
  Score: Raw -7970884.626903 + Penalty 5408.488825 = -7965476.138078
  nChanged 8
		SP:Iteration 48Q (4561.470000 sec): 3 clusters
  Score: Raw -7970889.919324 + Penalty 5408.488825 = -7965481.430499
  nChanged 10
		SP:Iteration 49Q (4561.610000 sec): 3 clusters
  Score: Raw -7970895.308059 + Penalty 5408.488825 = -7965486.819234
  nChanged 7
		SP:Iteration 50Q (4561.760000 sec): 3 clusters
  Score: Raw -7970899.655002 + Penalty 5408.488825 = -7965491.166177
  nChanged 9
		SP:Iteration 51Q (4561.900000 sec): 3 clusters
  Score: Raw -7970904.627097 + Penalty 5408.488825 = -7965496.138272
  nChanged 10
		SP:Iteration 52Q (4562.050000 sec): 3 clusters
  Score: Raw -7970909.469982 + Penalty 5408.488825 = -7965500.981158
  nChanged 8
		SP:Iteration 53Q (4562.190000 sec): 3 clusters
  Score: Raw -7970912.661605 + Penalty 5408.488825 = -7965504.172780
  nChanged 5
		SP:Iteration 54Q (4562.340000 sec): 3 clusters
  Score: Raw -7970916.149715 + Penalty 5408.488825 = -7965507.660890
  nChanged 6
		SP:Iteration 55Q (4562.490000 sec): 3 clusters
  Score: Raw -7970919.311924 + Penalty 5408.488825 = -7965510.823099
  nChanged 3
		SP:Iteration 56Q (4562.630000 sec): 3 clusters
  Score: Raw -7970920.542595 + Penalty 5408.488825 = -7965512.053770
  nChanged 3
		SP:Iteration 57Q (4562.780000 sec): 3 clusters
  Score: Raw -7970922.235369 + Penalty 5408.488825 = -7965513.746544
  nChanged 4
		SP:Iteration 58Q (4562.930000 sec): 3 clusters
  Score: Raw -7970923.792728 + Penalty 5408.488825 = -7965515.303903
  nChanged 5
		SP:Iteration 59Q (4563.070000 sec): 3 clusters
  Score: Raw -7970926.557415 + Penalty 5408.488825 = -7965518.068591
  nChanged 4
		SP:Iteration 60F (4563.270000 sec): 3 clusters
  Score: Raw -7970928.382472 + Penalty 5408.488825 = -7965519.893647
  nChanged 2
		SP:Iteration 61Q (4563.420000 sec): 3 clusters
  Score: Raw -7970930.009194 + Penalty 5408.488825 = -7965521.520369
  nChanged 3
		SP:Iteration 62Q (4563.560000 sec): 3 clusters
  Score: Raw -7970931.520248 + Penalty 5408.488825 = -7965523.031423
  nChanged 5
		SP:Iteration 63Q (4563.710000 sec): 3 clusters
  Score: Raw -7970935.437412 + Penalty 5408.488825 = -7965526.948587
  nChanged 8
		SP:Iteration 64Q (4563.850000 sec): 3 clusters
  Score: Raw -7970939.461868 + Penalty 5408.488825 = -7965530.973043
  nChanged 3
		SP:Iteration 65Q (4563.990000 sec): 3 clusters
  Score: Raw -7970940.403074 + Penalty 5408.488825 = -7965531.914249
  nChanged 2
		SP:Iteration 66Q (4564.140000 sec): 3 clusters
  Score: Raw -7970941.135573 + Penalty 5408.488825 = -7965532.646748
  nChanged 2
		SP:Iteration 67Q (4564.280000 sec): 3 clusters
  Score: Raw -7970942.004555 + Penalty 5408.488825 = -7965533.515730
  nChanged 1
		SP:Iteration 68Q (4564.430000 sec): 3 clusters
  Score: Raw -7970942.328941 + Penalty 5408.488825 = -7965533.840116
  nChanged 0
		SP:Iteration 69F (4564.630000 sec): 3 clusters
  Score: Raw -7970942.328941 + Penalty 5408.488825 = -7965533.840116
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4564.650000 sec): 2 clusters
  Score: Raw -59607.770703 + Penalty 1516.741247 = -58091.029455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4564.650000 sec): 3 clusters
  Score: Raw -59917.745090 + Penalty 3033.482494 = -56884.262596
  nChanged 127
		SP:Iteration 1F (4564.660000 sec): 3 clusters
  Score: Raw -60621.829201 + Penalty 3033.482494 = -57588.346707
  nChanged 37
		SP:Iteration 2F (4564.660000 sec): 3 clusters
  Score: Raw -60928.925126 + Penalty 3033.482494 = -57895.442632
  nChanged 14
		SP:Iteration 3Q (4564.660000 sec): 3 clusters
  Score: Raw -61136.821278 + Penalty 3033.482494 = -58103.338783
  nChanged 1
		SP:Iteration 4Q (4564.660000 sec): 3 clusters
  Score: Raw -61146.124135 + Penalty 3033.482494 = -58112.641640
  nChanged 2
		SP:Iteration 5Q (4564.660000 sec): 3 clusters
  Score: Raw -61162.555069 + Penalty 3033.482494 = -58129.072575
  nChanged 1
		SP:Iteration 6Q (4564.670000 sec): 3 clusters
  Score: Raw -61164.189494 + Penalty 3033.482494 = -58130.707000
  nChanged 0
		SP:Iteration 7F (4564.670000 sec): 3 clusters
  Score: Raw -61164.189494 + Penalty 3033.482494 = -58130.707000
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 31.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4564.670000 sec): 2 clusters
  Score: Raw -56979.285957 + Penalty 1490.185670 = -55489.100287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4564.670000 sec): 3 clusters
  Score: Raw -57065.769638 + Penalty 2980.371340 = -54085.398298
  nChanged 72
		SP:Iteration 1F (4564.670000 sec): 3 clusters
  Score: Raw -57335.304741 + Penalty 2980.371340 = -54354.933401
  nChanged 49
		SP:Iteration 2F (4564.680000 sec): 3 clusters
  Score: Raw -57594.818950 + Penalty 2980.371340 = -54614.447610
  nChanged 38
		SP:Iteration 3F (4564.680000 sec): 3 clusters
  Score: Raw -57841.187474 + Penalty 2980.371340 = -54860.816134
  nChanged 20
		SP:Iteration 4Q (4564.680000 sec): 3 clusters
  Score: Raw -57949.883554 + Penalty 2980.371340 = -54969.512214
  nChanged 9
		SP:Iteration 5Q (4564.680000 sec): 3 clusters
  Score: Raw -57992.197737 + Penalty 2980.371340 = -55011.826397
  nChanged 7
		SP:Iteration 6Q (4564.680000 sec): 3 clusters
  Score: Raw -58035.398945 + Penalty 2980.371340 = -55055.027605
  nChanged 4
		SP:Iteration 7Q (4564.680000 sec): 3 clusters
  Score: Raw -58063.268378 + Penalty 2980.371340 = -55082.897038
  nChanged 2
		SP:Iteration 8Q (4564.690000 sec): 3 clusters
  Score: Raw -58074.817551 + Penalty 2980.371340 = -55094.446211
  nChanged 0
		SP:Iteration 9F (4564.690000 sec): 3 clusters
  Score: Raw -58074.817551 + Penalty 2980.371340 = -55094.446211
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (274266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4565.650000 sec): 2 clusters
  Score: Raw -40581780.376121 + Penalty 3105.419722 = -40578674.956399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4566.710000 sec): 3 clusters
  Score: Raw -40400301.150567 + Penalty 6210.839444 = -40394090.311123
  nChanged 132495
		SP:Iteration 1F (4567.750000 sec): 3 clusters
  Score: Raw -40479357.926225 + Penalty 6210.839444 = -40473147.086781
  nChanged 8117
		SP:Iteration 2Q (4568.830000 sec): 3 clusters
  Score: Raw -40481288.297323 + Penalty 6210.839444 = -40475077.457879
  nChanged 9518
		SP:Iteration 3Q (4569.920000 sec): 3 clusters
  Score: Raw -40484177.231566 + Penalty 6210.839444 = -40477966.392122
  nChanged 11820
		SP:Iteration 4Q (4571.010000 sec): 3 clusters
  Score: Raw -40489018.413393 + Penalty 6210.839444 = -40482807.573949
  nChanged 15301
		SP:Iteration 5F (4572.050000 sec): 3 clusters
  Score: Raw -40497472.625488 + Penalty 6210.839444 = -40491261.786044
  nChanged 19443
		SP:Iteration 6F (4573.110000 sec): 3 clusters
  Score: Raw -40511245.008724 + Penalty 6210.839444 = -40505034.169280
  nChanged 22320
		SP:Iteration 7F (4574.170000 sec): 3 clusters
  Score: Raw -40529817.346396 + Penalty 6210.839444 = -40523606.506953
  nChanged 21493
		SP:Iteration 8F (4575.210000 sec): 3 clusters
  Score: Raw -40549480.489863 + Penalty 6210.839444 = -40543269.650419
  nChanged 16719
		SP:Iteration 9F (4576.250000 sec): 3 clusters
  Score: Raw -40565512.002168 + Penalty 6210.839444 = -40559301.162724
  nChanged 10423
		SP:Iteration 10Q (4577.190000 sec): 3 clusters
  Score: Raw -40575533.529032 + Penalty 6210.839444 = -40569322.689588
  nChanged 4721
		SP:Iteration 11Q (4578.050000 sec): 3 clusters
  Score: Raw -40579826.558261 + Penalty 6210.839444 = -40573615.718817
  nChanged 1701
		SP:Iteration 12Q (4578.830000 sec): 3 clusters
  Score: Raw -40581327.810639 + Penalty 6210.839444 = -40575116.971195
  nChanged 521
		SP:Iteration 13Q (4579.590000 sec): 3 clusters
  Score: Raw -40581820.643344 + Penalty 6210.839444 = -40575609.803900
  nChanged 182
		SP:Iteration 14Q (4580.330000 sec): 3 clusters
  Score: Raw -40582006.938986 + Penalty 6210.839444 = -40575796.099543
  nChanged 85
		SP:Iteration 15Q (4581.060000 sec): 3 clusters
  Score: Raw -40582088.583294 + Penalty 6210.839444 = -40575877.743850
  nChanged 37
		SP:Iteration 16Q (4581.810000 sec): 3 clusters
  Score: Raw -40582120.513961 + Penalty 6210.839444 = -40575909.674517
  nChanged 18
		SP:Iteration 17Q (4582.540000 sec): 3 clusters
  Score: Raw -40582137.965105 + Penalty 6210.839444 = -40575927.125661
  nChanged 18
		SP:Iteration 18Q (4583.260000 sec): 3 clusters
  Score: Raw -40582155.461755 + Penalty 6210.839444 = -40575944.622311
  nChanged 11
		SP:Iteration 19Q (4583.990000 sec): 3 clusters
  Score: Raw -40582165.094043 + Penalty 6210.839444 = -40575954.254599
  nChanged 5
		SP:Iteration 20F (4585.010000 sec): 3 clusters
  Score: Raw -40582168.187913 + Penalty 6210.839444 = -40575957.348469
  nChanged 2
		SP:Iteration 21Q (4585.740000 sec): 3 clusters
  Score: Raw -40582170.227296 + Penalty 6210.839444 = -40575959.387852
  nChanged 2
		SP:Iteration 22Q (4586.460000 sec): 3 clusters
  Score: Raw -40582171.873521 + Penalty 6210.839444 = -40575961.034078
  nChanged 3
		SP:Iteration 23Q (4587.200000 sec): 3 clusters
  Score: Raw -40582173.675879 + Penalty 6210.839444 = -40575962.836435
  nChanged 0
		SP:Iteration 24F (4588.220000 sec): 3 clusters
  Score: Raw -40582173.675879 + Penalty 6210.839444 = -40575962.836435
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (32267 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4588.420000 sec): 2 clusters
  Score: Raw -4935727.766312 + Penalty 2574.686478 = -4933153.079834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4588.550000 sec): 3 clusters
  Score: Raw -4916135.504801 + Penalty 5149.372956 = -4910986.131844
  nChanged 14674
		SP:Iteration 1F (4588.670000 sec): 3 clusters
  Score: Raw -4924128.351497 + Penalty 5149.372956 = -4918978.978541
  nChanged 1425
		SP:Iteration 2Q (4588.790000 sec): 3 clusters
  Score: Raw -4924573.484363 + Penalty 5149.372956 = -4919424.111406
  nChanged 1309
		SP:Iteration 3Q (4588.920000 sec): 3 clusters
  Score: Raw -4925005.644021 + Penalty 5149.372956 = -4919856.271065
  nChanged 1355
		SP:Iteration 4Q (4589.040000 sec): 3 clusters
  Score: Raw -4925505.613222 + Penalty 5149.372956 = -4920356.240266
  nChanged 1470
		SP:Iteration 5Q (4589.160000 sec): 3 clusters
  Score: Raw -4926113.734691 + Penalty 5149.372956 = -4920964.361735
  nChanged 1617
		SP:Iteration 6F (4589.280000 sec): 3 clusters
  Score: Raw -4926930.975955 + Penalty 5149.372956 = -4921781.602999
  nChanged 1860
		SP:Iteration 7F (4589.410000 sec): 3 clusters
  Score: Raw -4928066.365312 + Penalty 5149.372956 = -4922916.992355
  nChanged 1976
		SP:Iteration 8F (4589.530000 sec): 3 clusters
  Score: Raw -4929473.270972 + Penalty 5149.372956 = -4924323.898016
  nChanged 1976
		SP:Iteration 9F (4589.650000 sec): 3 clusters
  Score: Raw -4931049.209910 + Penalty 5149.372956 = -4925899.836953
  nChanged 1760
		SP:Iteration 10F (4589.770000 sec): 3 clusters
  Score: Raw -4932510.991221 + Penalty 5149.372956 = -4927361.618264
  nChanged 1396
		SP:Iteration 11Q (4589.890000 sec): 3 clusters
  Score: Raw -4933603.832036 + Penalty 5149.372956 = -4928454.459079
  nChanged 1050
		SP:Iteration 12Q (4590.010000 sec): 3 clusters
  Score: Raw -4934239.123019 + Penalty 5149.372956 = -4929089.750063
  nChanged 663
		SP:Iteration 13Q (4590.120000 sec): 3 clusters
  Score: Raw -4934538.171895 + Penalty 5149.372956 = -4929388.798939
  nChanged 437
		SP:Iteration 14Q (4590.230000 sec): 3 clusters
  Score: Raw -4934711.030765 + Penalty 5149.372956 = -4929561.657808
  nChanged 354
		SP:Iteration 15Q (4590.340000 sec): 3 clusters
  Score: Raw -4934842.729435 + Penalty 5149.372956 = -4929693.356479
  nChanged 324
		SP:Iteration 16Q (4590.440000 sec): 3 clusters
  Score: Raw -4934951.638893 + Penalty 5149.372956 = -4929802.265937
  nChanged 296
		SP:Iteration 17Q (4590.550000 sec): 3 clusters
  Score: Raw -4935051.594504 + Penalty 5149.372956 = -4929902.221548
  nChanged 284
		SP:Iteration 18Q (4590.650000 sec): 3 clusters
  Score: Raw -4935144.818948 + Penalty 5149.372956 = -4929995.445991
  nChanged 239
		SP:Iteration 19Q (4590.750000 sec): 3 clusters
  Score: Raw -4935222.114161 + Penalty 5149.372956 = -4930072.741204
  nChanged 218
		SP:Iteration 20F (4590.870000 sec): 3 clusters
  Score: Raw -4935286.318468 + Penalty 5149.372956 = -4930136.945511
  nChanged 184
		SP:Iteration 21Q (4590.980000 sec): 3 clusters
  Score: Raw -4935336.694493 + Penalty 5149.372956 = -4930187.321536
  nChanged 178
		SP:Iteration 22Q (4591.080000 sec): 3 clusters
  Score: Raw -4935383.227627 + Penalty 5149.372956 = -4930233.854670
  nChanged 143
		SP:Iteration 23Q (4591.180000 sec): 3 clusters
  Score: Raw -4935416.543420 + Penalty 5149.372956 = -4930267.170464
  nChanged 136
		SP:Iteration 24Q (4591.280000 sec): 3 clusters
  Score: Raw -4935448.952071 + Penalty 5149.372956 = -4930299.579114
  nChanged 112
		SP:Iteration 25Q (4591.380000 sec): 3 clusters
  Score: Raw -4935475.938178 + Penalty 5149.372956 = -4930326.565222
  nChanged 95
		SP:Iteration 26Q (4591.480000 sec): 3 clusters
  Score: Raw -4935495.629213 + Penalty 5149.372956 = -4930346.256257
  nChanged 78
		SP:Iteration 27Q (4591.580000 sec): 3 clusters
  Score: Raw -4935511.748064 + Penalty 5149.372956 = -4930362.375108
  nChanged 81
		SP:Iteration 28Q (4591.680000 sec): 3 clusters
  Score: Raw -4935529.380409 + Penalty 5149.372956 = -4930380.007453
  nChanged 78
		SP:Iteration 29Q (4591.780000 sec): 3 clusters
  Score: Raw -4935545.512433 + Penalty 5149.372956 = -4930396.139477
  nChanged 72
		SP:Iteration 30Q (4591.880000 sec): 3 clusters
  Score: Raw -4935561.982671 + Penalty 5149.372956 = -4930412.609714
  nChanged 70
		SP:Iteration 31Q (4591.980000 sec): 3 clusters
  Score: Raw -4935578.296840 + Penalty 5149.372956 = -4930428.923883
  nChanged 67
		SP:Iteration 32Q (4592.070000 sec): 3 clusters
  Score: Raw -4935593.101764 + Penalty 5149.372956 = -4930443.728808
  nChanged 62
		SP:Iteration 33Q (4592.170000 sec): 3 clusters
  Score: Raw -4935608.496570 + Penalty 5149.372956 = -4930459.123614
  nChanged 55
		SP:Iteration 34Q (4592.270000 sec): 3 clusters
  Score: Raw -4935619.648978 + Penalty 5149.372956 = -4930470.276021
  nChanged 49
		SP:Iteration 35Q (4592.360000 sec): 3 clusters
  Score: Raw -4935629.356092 + Penalty 5149.372956 = -4930479.983136
  nChanged 45
		SP:Iteration 36Q (4592.460000 sec): 3 clusters
  Score: Raw -4935638.957174 + Penalty 5149.372956 = -4930489.584218
  nChanged 54
		SP:Iteration 37Q (4592.560000 sec): 3 clusters
  Score: Raw -4935651.875779 + Penalty 5149.372956 = -4930502.502823
  nChanged 57
		SP:Iteration 38Q (4592.660000 sec): 3 clusters
  Score: Raw -4935665.752121 + Penalty 5149.372956 = -4930516.379165
  nChanged 47
		SP:Iteration 39Q (4592.750000 sec): 3 clusters
  Score: Raw -4935675.056040 + Penalty 5149.372956 = -4930525.683083
  nChanged 44
		SP:Iteration 40F (4592.870000 sec): 3 clusters
  Score: Raw -4935684.330919 + Penalty 5149.372956 = -4930534.957963
  nChanged 32
		SP:Iteration 41Q (4592.960000 sec): 3 clusters
  Score: Raw -4935690.372345 + Penalty 5149.372956 = -4930540.999389
  nChanged 28
		SP:Iteration 42Q (4593.060000 sec): 3 clusters
  Score: Raw -4935695.075073 + Penalty 5149.372956 = -4930545.702117
  nChanged 34
		SP:Iteration 43Q (4593.160000 sec): 3 clusters
  Score: Raw -4935700.803839 + Penalty 5149.372956 = -4930551.430883
  nChanged 27
		SP:Iteration 44Q (4593.250000 sec): 3 clusters
  Score: Raw -4935706.021377 + Penalty 5149.372956 = -4930556.648420
  nChanged 27
		SP:Iteration 45Q (4593.350000 sec): 3 clusters
  Score: Raw -4935711.383235 + Penalty 5149.372956 = -4930562.010278
  nChanged 30
		SP:Iteration 46Q (4593.440000 sec): 3 clusters
  Score: Raw -4935718.194339 + Penalty 5149.372956 = -4930568.821383
  nChanged 40
		SP:Iteration 47Q (4593.530000 sec): 3 clusters
  Score: Raw -4935726.241962 + Penalty 5149.372956 = -4930576.869005
  nChanged 33
		SP:Iteration 48Q (4593.620000 sec): 3 clusters
  Score: Raw -4935732.151959 + Penalty 5149.372956 = -4930582.779003
  nChanged 27
		SP:Iteration 49Q (4593.720000 sec): 3 clusters
  Score: Raw -4935737.258867 + Penalty 5149.372956 = -4930587.885911
  nChanged 34
		SP:Iteration 50Q (4593.810000 sec): 3 clusters
  Score: Raw -4935743.729784 + Penalty 5149.372956 = -4930594.356827
  nChanged 31
		SP:Iteration 51Q (4593.900000 sec): 3 clusters
  Score: Raw -4935749.780714 + Penalty 5149.372956 = -4930600.407757
  nChanged 31
		SP:Iteration 52Q (4594.000000 sec): 3 clusters
  Score: Raw -4935755.685073 + Penalty 5149.372956 = -4930606.312117
  nChanged 27
		SP:Iteration 53Q (4594.090000 sec): 3 clusters
  Score: Raw -4935761.938365 + Penalty 5149.372956 = -4930612.565409
  nChanged 34
		SP:Iteration 54Q (4594.180000 sec): 3 clusters
  Score: Raw -4935770.869202 + Penalty 5149.372956 = -4930621.496245
  nChanged 37
		SP:Iteration 55Q (4594.270000 sec): 3 clusters
  Score: Raw -4935780.901533 + Penalty 5149.372956 = -4930631.528577
  nChanged 48
		SP:Iteration 56Q (4594.360000 sec): 3 clusters
  Score: Raw -4935793.205547 + Penalty 5149.372956 = -4930643.832591
  nChanged 41
		SP:Iteration 57Q (4594.450000 sec): 3 clusters
  Score: Raw -4935805.489546 + Penalty 5149.372956 = -4930656.116589
  nChanged 37
		SP:Iteration 58Q (4594.540000 sec): 3 clusters
  Score: Raw -4935815.270996 + Penalty 5149.372956 = -4930665.898039
  nChanged 33
		SP:Iteration 59Q (4594.640000 sec): 3 clusters
  Score: Raw -4935824.375132 + Penalty 5149.372956 = -4930675.002176
  nChanged 35
		SP:Iteration 60F (4594.760000 sec): 3 clusters
  Score: Raw -4935832.907042 + Penalty 5149.372956 = -4930683.534086
  nChanged 26
		SP:Iteration 61Q (4594.850000 sec): 3 clusters
  Score: Raw -4935839.790059 + Penalty 5149.372956 = -4930690.417102
  nChanged 23
		SP:Iteration 62Q (4594.940000 sec): 3 clusters
  Score: Raw -4935846.589250 + Penalty 5149.372956 = -4930697.216294
  nChanged 25
		SP:Iteration 63Q (4595.040000 sec): 3 clusters
  Score: Raw -4935853.048770 + Penalty 5149.372956 = -4930703.675814
  nChanged 26
		SP:Iteration 64Q (4595.130000 sec): 3 clusters
  Score: Raw -4935860.129304 + Penalty 5149.372956 = -4930710.756348
  nChanged 31
		SP:Iteration 65Q (4595.220000 sec): 3 clusters
  Score: Raw -4935871.155059 + Penalty 5149.372956 = -4930721.782103
  nChanged 32
		SP:Iteration 66Q (4595.310000 sec): 3 clusters
  Score: Raw -4935880.028153 + Penalty 5149.372956 = -4930730.655197
  nChanged 26
		SP:Iteration 67Q (4595.400000 sec): 3 clusters
  Score: Raw -4935885.932334 + Penalty 5149.372956 = -4930736.559378
  nChanged 26
		SP:Iteration 68Q (4595.500000 sec): 3 clusters
  Score: Raw -4935892.614107 + Penalty 5149.372956 = -4930743.241151
  nChanged 25
		SP:Iteration 69Q (4595.590000 sec): 3 clusters
  Score: Raw -4935899.643408 + Penalty 5149.372956 = -4930750.270451
  nChanged 22
		SP:Iteration 70Q (4595.680000 sec): 3 clusters
  Score: Raw -4935906.278396 + Penalty 5149.372956 = -4930756.905440
  nChanged 21
		SP:Iteration 71Q (4595.770000 sec): 3 clusters
  Score: Raw -4935912.363207 + Penalty 5149.372956 = -4930762.990250
  nChanged 24
		SP:Iteration 72Q (4595.860000 sec): 3 clusters
  Score: Raw -4935919.898579 + Penalty 5149.372956 = -4930770.525622
  nChanged 26
		SP:Iteration 73Q (4595.960000 sec): 3 clusters
  Score: Raw -4935927.185995 + Penalty 5149.372956 = -4930777.813038
  nChanged 28
		SP:Iteration 74Q (4596.040000 sec): 3 clusters
  Score: Raw -4935936.650415 + Penalty 5149.372956 = -4930787.277459
  nChanged 22
		SP:Iteration 75Q (4596.140000 sec): 3 clusters
  Score: Raw -4935942.505436 + Penalty 5149.372956 = -4930793.132479
  nChanged 23
		SP:Iteration 76Q (4596.230000 sec): 3 clusters
  Score: Raw -4935948.356193 + Penalty 5149.372956 = -4930798.983236
  nChanged 15
		SP:Iteration 77Q (4596.320000 sec): 3 clusters
  Score: Raw -4935953.700177 + Penalty 5149.372956 = -4930804.327221
  nChanged 21
		SP:Iteration 78Q (4596.410000 sec): 3 clusters
  Score: Raw -4935960.494264 + Penalty 5149.372956 = -4930811.121308
  nChanged 26
		SP:Iteration 79Q (4596.500000 sec): 3 clusters
  Score: Raw -4935967.874164 + Penalty 5149.372956 = -4930818.501208
  nChanged 18
		SP:Iteration 80F (4596.620000 sec): 3 clusters
  Score: Raw -4935974.559397 + Penalty 5149.372956 = -4930825.186440
  nChanged 22
		SP:Iteration 81Q (4596.710000 sec): 3 clusters
  Score: Raw -4935980.375705 + Penalty 5149.372956 = -4930831.002749
  nChanged 18
		SP:Iteration 82Q (4596.800000 sec): 3 clusters
  Score: Raw -4935986.087948 + Penalty 5149.372956 = -4930836.714992
  nChanged 18
		SP:Iteration 83Q (4596.890000 sec): 3 clusters
  Score: Raw -4935990.892709 + Penalty 5149.372956 = -4930841.519753
  nChanged 12
		SP:Iteration 84Q (4596.980000 sec): 3 clusters
  Score: Raw -4935995.104140 + Penalty 5149.372956 = -4930845.731184
  nChanged 15
		SP:Iteration 85Q (4597.070000 sec): 3 clusters
  Score: Raw -4935999.598355 + Penalty 5149.372956 = -4930850.225398
  nChanged 14
		SP:Iteration 86Q (4597.160000 sec): 3 clusters
  Score: Raw -4936003.749006 + Penalty 5149.372956 = -4930854.376050
  nChanged 17
		SP:Iteration 87Q (4597.250000 sec): 3 clusters
  Score: Raw -4936009.530709 + Penalty 5149.372956 = -4930860.157753
  nChanged 22
		SP:Iteration 88Q (4597.340000 sec): 3 clusters
  Score: Raw -4936016.609218 + Penalty 5149.372956 = -4930867.236262
  nChanged 20
		SP:Iteration 89Q (4597.430000 sec): 3 clusters
  Score: Raw -4936022.000895 + Penalty 5149.372956 = -4930872.627939
  nChanged 17
		SP:Iteration 90Q (4597.520000 sec): 3 clusters
  Score: Raw -4936025.976463 + Penalty 5149.372956 = -4930876.603506
  nChanged 14
		SP:Iteration 91Q (4597.610000 sec): 3 clusters
  Score: Raw -4936029.692175 + Penalty 5149.372956 = -4930880.319219
  nChanged 12
		SP:Iteration 92Q (4597.700000 sec): 3 clusters
  Score: Raw -4936033.334631 + Penalty 5149.372956 = -4930883.961674
  nChanged 9
		SP:Iteration 93Q (4597.790000 sec): 3 clusters
  Score: Raw -4936035.843798 + Penalty 5149.372956 = -4930886.470841
  nChanged 8
		SP:Iteration 94Q (4597.880000 sec): 3 clusters
  Score: Raw -4936037.549621 + Penalty 5149.372956 = -4930888.176665
  nChanged 6
		SP:Iteration 95Q (4597.970000 sec): 3 clusters
  Score: Raw -4936039.233182 + Penalty 5149.372956 = -4930889.860226
  nChanged 8
		SP:Iteration 96Q (4598.060000 sec): 3 clusters
  Score: Raw -4936041.472825 + Penalty 5149.372956 = -4930892.099869
  nChanged 9
		SP:Iteration 97Q (4598.150000 sec): 3 clusters
  Score: Raw -4936044.476515 + Penalty 5149.372956 = -4930895.103559
  nChanged 8
		SP:Iteration 98Q (4598.240000 sec): 3 clusters
  Score: Raw -4936047.718396 + Penalty 5149.372956 = -4930898.345440
  nChanged 7
		SP:Iteration 99Q (4598.330000 sec): 3 clusters
  Score: Raw -4936050.078788 + Penalty 5149.372956 = -4930900.705831
  nChanged 9
		SP:Iteration 100F (4598.450000 sec): 3 clusters
  Score: Raw -4936052.168162 + Penalty 5149.372956 = -4930902.795206
  nChanged 5
		SP:Iteration 101Q (4598.540000 sec): 3 clusters
  Score: Raw -4936053.206728 + Penalty 5149.372956 = -4930903.833772
  nChanged 2
		SP:Iteration 102Q (4598.620000 sec): 3 clusters
  Score: Raw -4936054.013470 + Penalty 5149.372956 = -4930904.640514
  nChanged 0
		SP:Iteration 103F (4598.740000 sec): 3 clusters
  Score: Raw -4936054.013470 + Penalty 5149.372956 = -4930904.640514
  nChanged 0
Deleting Class 31 (158 points): Lose 1849.396383 but Gain 3374.686117
Iteration 59Q (4606.830000 sec): 31 clusters
  Score: Raw -117596618.312080 + Penalty 101240.583519 = -117495377.728561
  nChanged 2250
Deleting Class 29 (311 points): Lose 3353.489515 but Gain 3374.686117
Iteration 60F (4638.820000 sec): 30 clusters
  Score: Raw -117596041.157344 + Penalty 97865.897402 = -117498175.259942
  nChanged 2214
Iteration 61Q (4646.810000 sec): 30 clusters
  Score: Raw -117598852.871028 + Penalty 97865.897402 = -117500986.973626
  nChanged 1706
Iteration 62Q (4654.810000 sec): 30 clusters
  Score: Raw -117599311.925384 + Penalty 97865.897402 = -117501446.027983
  nChanged 1481
Iteration 63Q (4662.760000 sec): 30 clusters
  Score: Raw -117599549.725556 + Penalty 97865.897402 = -117501683.828154
  nChanged 1229
Iteration 64Q (4670.710000 sec): 30 clusters
  Score: Raw -117599682.507726 + Penalty 97865.897402 = -117501816.610324
  nChanged 1101
Iteration 65Q (4678.640000 sec): 30 clusters
  Score: Raw -117599784.330017 + Penalty 97865.897402 = -117501918.432615
  nChanged 972
Iteration 66Q (4686.580000 sec): 30 clusters
  Score: Raw -117599864.346463 + Penalty 97865.897402 = -117501998.449061
  nChanged 838
Iteration 67Q (4694.510000 sec): 30 clusters
  Score: Raw -117599916.988733 + Penalty 97865.897402 = -117502051.091332
  nChanged 752
Iteration 68Q (4702.430000 sec): 30 clusters
  Score: Raw -117599996.544800 + Penalty 97865.897402 = -117502130.647398
  nChanged 705
Iteration 69Q (4710.380000 sec): 30 clusters
  Score: Raw -117600043.898112 + Penalty 97865.897402 = -117502178.000711
  nChanged 686
Iteration 70Q (4718.280000 sec): 30 clusters
  Score: Raw -117600107.375234 + Penalty 97865.897402 = -117502241.477833
  nChanged 663
Iteration 71Q (4726.200000 sec): 30 clusters
  Score: Raw -117600215.618237 + Penalty 97865.897402 = -117502349.720836
  nChanged 598
Iteration 72Q (4734.100000 sec): 30 clusters
  Score: Raw -117600294.180010 + Penalty 97865.897402 = -117502428.282608
  nChanged 567
Iteration 73Q (4742.000000 sec): 30 clusters
  Score: Raw -117600345.122982 + Penalty 97865.897402 = -117502479.225580
  nChanged 524
Iteration 74Q (4749.890000 sec): 30 clusters
  Score: Raw -117600385.924317 + Penalty 97865.897402 = -117502520.026915
  nChanged 479
Iteration 75Q (4757.770000 sec): 30 clusters
  Score: Raw -117600411.798880 + Penalty 97865.897402 = -117502545.901478
  nChanged 448
Iteration 76Q (4765.670000 sec): 30 clusters
  Score: Raw -117600430.609516 + Penalty 97865.897402 = -117502564.712114
  nChanged 390
Iteration 77Q (4773.560000 sec): 30 clusters
  Score: Raw -117600446.283011 + Penalty 97865.897402 = -117502580.385609
  nChanged 351
Iteration 78Q (4781.450000 sec): 30 clusters
  Score: Raw -117600460.532973 + Penalty 97865.897402 = -117502594.635572
  nChanged 343
Iteration 79Q (4789.340000 sec): 30 clusters
  Score: Raw -117600472.261813 + Penalty 97865.897402 = -117502606.364411
  nChanged 334
Iteration 80F (4820.390000 sec): 30 clusters
  Score: Raw -117600592.053810 + Penalty 97865.897402 = -117502726.156408
  nChanged 319
Iteration 81Q (4828.330000 sec): 30 clusters
  Score: Raw -117600738.497922 + Penalty 97865.897402 = -117502872.600521
  nChanged 286
Iteration 82Q (4836.250000 sec): 30 clusters
  Score: Raw -117600825.963951 + Penalty 97865.897402 = -117502960.066549
  nChanged 290
Iteration 83Q (4844.190000 sec): 30 clusters
  Score: Raw -117600860.914698 + Penalty 97865.897402 = -117502995.017297
  nChanged 286
Iteration 84Q (4852.110000 sec): 30 clusters
  Score: Raw -117600885.634725 + Penalty 97865.897402 = -117503019.737324
  nChanged 257
Iteration 85Q (4860.030000 sec): 30 clusters
  Score: Raw -117600895.221330 + Penalty 97865.897402 = -117503029.323928
  nChanged 227
Iteration 86Q (4867.980000 sec): 30 clusters
  Score: Raw -117600903.061254 + Penalty 97865.897402 = -117503037.163853
  nChanged 210
Iteration 87Q (4875.920000 sec): 30 clusters
  Score: Raw -117600910.587576 + Penalty 97865.897402 = -117503044.690175
  nChanged 181
Iteration 88Q (4883.850000 sec): 30 clusters
  Score: Raw -117600916.390058 + Penalty 97865.897402 = -117503050.492657
  nChanged 179
Iteration 89Q (4891.800000 sec): 30 clusters
  Score: Raw -117600921.514868 + Penalty 97865.897402 = -117503055.617466
  nChanged 169
Iteration 90Q (4899.720000 sec): 30 clusters
  Score: Raw -117600926.794401 + Penalty 97865.897402 = -117503060.896999
  nChanged 140
Iteration 91Q (4907.680000 sec): 30 clusters
  Score: Raw -117600931.595221 + Penalty 97865.897402 = -117503065.697819
  nChanged 150
Iteration 92Q (4915.630000 sec): 30 clusters
  Score: Raw -117600936.204715 + Penalty 97865.897402 = -117503070.307313
  nChanged 140
Iteration 93Q (4923.580000 sec): 30 clusters
  Score: Raw -117600940.816523 + Penalty 97865.897402 = -117503074.919121
  nChanged 140
Iteration 94Q (4931.540000 sec): 30 clusters
  Score: Raw -117600945.659527 + Penalty 97865.897402 = -117503079.762125
  nChanged 123
Iteration 95Q (4939.480000 sec): 30 clusters
  Score: Raw -117600950.073165 + Penalty 97865.897402 = -117503084.175763
  nChanged 103
Iteration 96Q (4947.400000 sec): 30 clusters
  Score: Raw -117600954.316074 + Penalty 97865.897402 = -117503088.418672
  nChanged 101
Iteration 97Q (4955.310000 sec): 30 clusters
  Score: Raw -117600958.277402 + Penalty 97865.897402 = -117503092.380001
  nChanged 107
Iteration 98Q (4963.290000 sec): 30 clusters
  Score: Raw -117600962.997859 + Penalty 97865.897402 = -117503097.100457
  nChanged 101
Writing temp clu file 
Because OldScore, -117503092.380001, is greater than current (better) Score,-117503097.100457 
 Compute initial score before splitting:   Score: Raw -117600962.997859 + Penalty 97865.897402 = -117503097.100457
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4963.450000 sec): 2 clusters
  Score: Raw -1044733.023530 + Penalty 2200.028897 = -1042532.994633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4963.470000 sec): 3 clusters
  Score: Raw -1041102.376651 + Penalty 4400.057795 = -1036702.318856
  nChanged 2803
		SP:Iteration 1F (4963.500000 sec): 3 clusters
  Score: Raw -1042666.443963 + Penalty 4400.057795 = -1038266.386168
  nChanged 470
		SP:Iteration 2F (4963.520000 sec): 3 clusters
  Score: Raw -1042886.605049 + Penalty 4400.057795 = -1038486.547254
  nChanged 325
		SP:Iteration 3Q (4963.550000 sec): 3 clusters
  Score: Raw -1043027.003872 + Penalty 4400.057795 = -1038626.946077
  nChanged 259
		SP:Iteration 4Q (4963.580000 sec): 3 clusters
  Score: Raw -1043144.281213 + Penalty 4400.057795 = -1038744.223418
  nChanged 225
		SP:Iteration 5Q (4963.600000 sec): 3 clusters
  Score: Raw -1043241.242948 + Penalty 4400.057795 = -1038841.185153
  nChanged 177
		SP:Iteration 6Q (4963.630000 sec): 3 clusters
  Score: Raw -1043309.999806 + Penalty 4400.057795 = -1038909.942012
  nChanged 142
		SP:Iteration 7Q (4963.650000 sec): 3 clusters
  Score: Raw -1043368.433676 + Penalty 4400.057795 = -1038968.375881
  nChanged 130
		SP:Iteration 8Q (4963.680000 sec): 3 clusters
  Score: Raw -1043424.487800 + Penalty 4400.057795 = -1039024.430005
  nChanged 135
		SP:Iteration 9Q (4963.700000 sec): 3 clusters
  Score: Raw -1043487.295056 + Penalty 4400.057795 = -1039087.237261
  nChanged 144
		SP:Iteration 10Q (4963.730000 sec): 3 clusters
  Score: Raw -1043553.958211 + Penalty 4400.057795 = -1039153.900416
  nChanged 154
		SP:Iteration 11Q (4963.750000 sec): 3 clusters
  Score: Raw -1043624.042754 + Penalty 4400.057795 = -1039223.984959
  nChanged 146
		SP:Iteration 12Q (4963.780000 sec): 3 clusters
  Score: Raw -1043696.271649 + Penalty 4400.057795 = -1039296.213854
  nChanged 157
		SP:Iteration 13Q (4963.800000 sec): 3 clusters
  Score: Raw -1043785.173803 + Penalty 4400.057795 = -1039385.116008
  nChanged 164
		SP:Iteration 14Q (4963.830000 sec): 3 clusters
  Score: Raw -1043886.265200 + Penalty 4400.057795 = -1039486.207405
  nChanged 177
		SP:Iteration 15Q (4963.860000 sec): 3 clusters
  Score: Raw -1043995.800675 + Penalty 4400.057795 = -1039595.742880
  nChanged 193
		SP:Iteration 16Q (4963.880000 sec): 3 clusters
  Score: Raw -1044110.133372 + Penalty 4400.057795 = -1039710.075577
  nChanged 179
		SP:Iteration 17Q (4963.900000 sec): 3 clusters
  Score: Raw -1044208.298858 + Penalty 4400.057795 = -1039808.241063
  nChanged 161
		SP:Iteration 18Q (4963.930000 sec): 3 clusters
  Score: Raw -1044291.380890 + Penalty 4400.057795 = -1039891.323095
  nChanged 160
		SP:Iteration 19Q (4963.950000 sec): 3 clusters
  Score: Raw -1044382.068280 + Penalty 4400.057795 = -1039982.010485
  nChanged 155
		SP:Iteration 20F (4963.980000 sec): 3 clusters
  Score: Raw -1044461.287800 + Penalty 4400.057795 = -1040061.230005
  nChanged 114
		SP:Iteration 21Q (4964.000000 sec): 3 clusters
  Score: Raw -1044511.917430 + Penalty 4400.057795 = -1040111.859635
  nChanged 94
		SP:Iteration 22Q (4964.020000 sec): 3 clusters
  Score: Raw -1044553.019839 + Penalty 4400.057795 = -1040152.962044
  nChanged 91
		SP:Iteration 23Q (4964.040000 sec): 3 clusters
  Score: Raw -1044588.796925 + Penalty 4400.057795 = -1040188.739130
  nChanged 80
		SP:Iteration 24Q (4964.070000 sec): 3 clusters
  Score: Raw -1044620.546184 + Penalty 4400.057795 = -1040220.488389
  nChanged 66
		SP:Iteration 25Q (4964.090000 sec): 3 clusters
  Score: Raw -1044643.716844 + Penalty 4400.057795 = -1040243.659049
  nChanged 68
		SP:Iteration 26Q (4964.120000 sec): 3 clusters
  Score: Raw -1044667.578828 + Penalty 4400.057795 = -1040267.521033
  nChanged 51
		SP:Iteration 27Q (4964.140000 sec): 3 clusters
  Score: Raw -1044683.042038 + Penalty 4400.057795 = -1040282.984243
  nChanged 44
		SP:Iteration 28Q (4964.160000 sec): 3 clusters
  Score: Raw -1044696.140105 + Penalty 4400.057795 = -1040296.082310
  nChanged 37
		SP:Iteration 29Q (4964.180000 sec): 3 clusters
  Score: Raw -1044708.006601 + Penalty 4400.057795 = -1040307.948806
  nChanged 30
		SP:Iteration 30Q (4964.210000 sec): 3 clusters
  Score: Raw -1044718.531807 + Penalty 4400.057795 = -1040318.474012
  nChanged 30
		SP:Iteration 31Q (4964.230000 sec): 3 clusters
  Score: Raw -1044730.120090 + Penalty 4400.057795 = -1040330.062295
  nChanged 34
		SP:Iteration 32Q (4964.250000 sec): 3 clusters
  Score: Raw -1044740.204715 + Penalty 4400.057795 = -1040340.146920
  nChanged 35
		SP:Iteration 33Q (4964.280000 sec): 3 clusters
  Score: Raw -1044751.366946 + Penalty 4400.057795 = -1040351.309151
  nChanged 33
		SP:Iteration 34Q (4964.300000 sec): 3 clusters
  Score: Raw -1044761.780462 + Penalty 4400.057795 = -1040361.722667
  nChanged 28
		SP:Iteration 35Q (4964.320000 sec): 3 clusters
  Score: Raw -1044771.551721 + Penalty 4400.057795 = -1040371.493926
  nChanged 31
		SP:Iteration 36Q (4964.340000 sec): 3 clusters
  Score: Raw -1044782.733139 + Penalty 4400.057795 = -1040382.675344
  nChanged 30
		SP:Iteration 37Q (4964.360000 sec): 3 clusters
  Score: Raw -1044792.094986 + Penalty 4400.057795 = -1040392.037191
  nChanged 27
		SP:Iteration 38Q (4964.390000 sec): 3 clusters
  Score: Raw -1044800.875533 + Penalty 4400.057795 = -1040400.817738
  nChanged 35
		SP:Iteration 39Q (4964.410000 sec): 3 clusters
  Score: Raw -1044810.770359 + Penalty 4400.057795 = -1040410.712564
  nChanged 24
		SP:Iteration 40F (4964.440000 sec): 3 clusters
  Score: Raw -1044818.577221 + Penalty 4400.057795 = -1040418.519426
  nChanged 27
		SP:Iteration 41Q (4964.460000 sec): 3 clusters
  Score: Raw -1044828.188909 + Penalty 4400.057795 = -1040428.131114
  nChanged 31
		SP:Iteration 42Q (4964.480000 sec): 3 clusters
  Score: Raw -1044840.549439 + Penalty 4400.057795 = -1040440.491644
  nChanged 32
		SP:Iteration 43Q (4964.510000 sec): 3 clusters
  Score: Raw -1044852.968202 + Penalty 4400.057795 = -1040452.910407
  nChanged 31
		SP:Iteration 44Q (4964.530000 sec): 3 clusters
  Score: Raw -1044865.918042 + Penalty 4400.057795 = -1040465.860247
  nChanged 35
		SP:Iteration 45Q (4964.550000 sec): 3 clusters
  Score: Raw -1044879.466691 + Penalty 4400.057795 = -1040479.408896
  nChanged 31
		SP:Iteration 46Q (4964.580000 sec): 3 clusters
  Score: Raw -1044891.578050 + Penalty 4400.057795 = -1040491.520255
  nChanged 30
		SP:Iteration 47Q (4964.600000 sec): 3 clusters
  Score: Raw -1044901.036375 + Penalty 4400.057795 = -1040500.978580
  nChanged 25
		SP:Iteration 48Q (4964.620000 sec): 3 clusters
  Score: Raw -1044908.799873 + Penalty 4400.057795 = -1040508.742078
  nChanged 25
		SP:Iteration 49Q (4964.640000 sec): 3 clusters
  Score: Raw -1044917.070502 + Penalty 4400.057795 = -1040517.012707
  nChanged 20
		SP:Iteration 50Q (4964.670000 sec): 3 clusters
  Score: Raw -1044923.206751 + Penalty 4400.057795 = -1040523.148956
  nChanged 13
		SP:Iteration 51Q (4964.690000 sec): 3 clusters
  Score: Raw -1044928.381089 + Penalty 4400.057795 = -1040528.323294
  nChanged 13
		SP:Iteration 52Q (4964.710000 sec): 3 clusters
  Score: Raw -1044932.613411 + Penalty 4400.057795 = -1040532.555616
  nChanged 8
		SP:Iteration 53Q (4964.730000 sec): 3 clusters
  Score: Raw -1044935.429019 + Penalty 4400.057795 = -1040535.371224
  nChanged 7
		SP:Iteration 54Q (4964.750000 sec): 3 clusters
  Score: Raw -1044937.630326 + Penalty 4400.057795 = -1040537.572532
  nChanged 9
		SP:Iteration 55Q (4964.770000 sec): 3 clusters
  Score: Raw -1044942.648733 + Penalty 4400.057795 = -1040542.590938
  nChanged 10
		SP:Iteration 56Q (4964.790000 sec): 3 clusters
  Score: Raw -1044944.934759 + Penalty 4400.057795 = -1040544.876964
  nChanged 4
		SP:Iteration 57Q (4964.820000 sec): 3 clusters
  Score: Raw -1044945.972970 + Penalty 4400.057795 = -1040545.915175
  nChanged 1
		SP:Iteration 58Q (4964.840000 sec): 3 clusters
  Score: Raw -1044946.336858 + Penalty 4400.057795 = -1040546.279063
  nChanged 0
		SP:Iteration 59F (4964.870000 sec): 3 clusters
  Score: Raw -1044946.336858 + Penalty 4400.057795 = -1040546.279063
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4964.890000 sec): 2 clusters
  Score: Raw -1037330.277472 + Penalty 2201.971013 = -1035128.306458
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4964.910000 sec): 3 clusters
  Score: Raw -1033686.248270 + Penalty 4403.942027 = -1029282.306243
  nChanged 2833
		SP:Iteration 1F (4964.940000 sec): 3 clusters
  Score: Raw -1035214.515235 + Penalty 4403.942027 = -1030810.573208
  nChanged 523
		SP:Iteration 2F (4964.970000 sec): 3 clusters
  Score: Raw -1035535.384742 + Penalty 4403.942027 = -1031131.442715
  nChanged 409
		SP:Iteration 3F (4964.990000 sec): 3 clusters
  Score: Raw -1035743.588208 + Penalty 4403.942027 = -1031339.646181
  nChanged 323
		SP:Iteration 4Q (4965.020000 sec): 3 clusters
  Score: Raw -1035917.995691 + Penalty 4403.942027 = -1031514.053664
  nChanged 280
		SP:Iteration 5Q (4965.050000 sec): 3 clusters
  Score: Raw -1036063.584021 + Penalty 4403.942027 = -1031659.641994
  nChanged 247
		SP:Iteration 6Q (4965.070000 sec): 3 clusters
  Score: Raw -1036188.439368 + Penalty 4403.942027 = -1031784.497341
  nChanged 217
		SP:Iteration 7Q (4965.100000 sec): 3 clusters
  Score: Raw -1036287.339489 + Penalty 4403.942027 = -1031883.397462
  nChanged 185
		SP:Iteration 8Q (4965.120000 sec): 3 clusters
  Score: Raw -1036372.304372 + Penalty 4403.942027 = -1031968.362345
  nChanged 171
		SP:Iteration 9Q (4965.150000 sec): 3 clusters
  Score: Raw -1036459.000126 + Penalty 4403.942027 = -1032055.058099
  nChanged 181
		SP:Iteration 10Q (4965.170000 sec): 3 clusters
  Score: Raw -1036547.813267 + Penalty 4403.942027 = -1032143.871240
  nChanged 172
		SP:Iteration 11Q (4965.200000 sec): 3 clusters
  Score: Raw -1036640.647620 + Penalty 4403.942027 = -1032236.705593
  nChanged 177
		SP:Iteration 12Q (4965.230000 sec): 3 clusters
  Score: Raw -1036733.726208 + Penalty 4403.942027 = -1032329.784182
  nChanged 151
		SP:Iteration 13Q (4965.250000 sec): 3 clusters
  Score: Raw -1036820.347964 + Penalty 4403.942027 = -1032416.405937
  nChanged 166
		SP:Iteration 14Q (4965.280000 sec): 3 clusters
  Score: Raw -1036908.399679 + Penalty 4403.942027 = -1032504.457652
  nChanged 141
		SP:Iteration 15Q (4965.300000 sec): 3 clusters
  Score: Raw -1036973.762324 + Penalty 4403.942027 = -1032569.820297
  nChanged 119
		SP:Iteration 16Q (4965.330000 sec): 3 clusters
  Score: Raw -1037025.809378 + Penalty 4403.942027 = -1032621.867351
  nChanged 110
		SP:Iteration 17Q (4965.350000 sec): 3 clusters
  Score: Raw -1037077.322982 + Penalty 4403.942027 = -1032673.380956
  nChanged 115
		SP:Iteration 18Q (4965.380000 sec): 3 clusters
  Score: Raw -1037134.960494 + Penalty 4403.942027 = -1032731.018468
  nChanged 107
		SP:Iteration 19Q (4965.400000 sec): 3 clusters
  Score: Raw -1037185.084497 + Penalty 4403.942027 = -1032781.142470
  nChanged 78
		SP:Iteration 20F (4965.430000 sec): 3 clusters
  Score: Raw -1037220.384250 + Penalty 4403.942027 = -1032816.442223
  nChanged 86
		SP:Iteration 21Q (4965.450000 sec): 3 clusters
  Score: Raw -1037259.538182 + Penalty 4403.942027 = -1032855.596155
  nChanged 70
		SP:Iteration 22Q (4965.480000 sec): 3 clusters
  Score: Raw -1037288.610726 + Penalty 4403.942027 = -1032884.668699
  nChanged 70
		SP:Iteration 23Q (4965.500000 sec): 3 clusters
  Score: Raw -1037317.222099 + Penalty 4403.942027 = -1032913.280072
  nChanged 63
		SP:Iteration 24Q (4965.530000 sec): 3 clusters
  Score: Raw -1037343.862508 + Penalty 4403.942027 = -1032939.920481
  nChanged 62
		SP:Iteration 25Q (4965.550000 sec): 3 clusters
  Score: Raw -1037368.810738 + Penalty 4403.942027 = -1032964.868711
  nChanged 50
		SP:Iteration 26Q (4965.570000 sec): 3 clusters
  Score: Raw -1037385.158080 + Penalty 4403.942027 = -1032981.216053
  nChanged 37
		SP:Iteration 27Q (4965.600000 sec): 3 clusters
  Score: Raw -1037395.529632 + Penalty 4403.942027 = -1032991.587605
  nChanged 26
		SP:Iteration 28Q (4965.620000 sec): 3 clusters
  Score: Raw -1037404.403926 + Penalty 4403.942027 = -1033000.461899
  nChanged 26
		SP:Iteration 29Q (4965.650000 sec): 3 clusters
  Score: Raw -1037411.261120 + Penalty 4403.942027 = -1033007.319094
  nChanged 18
		SP:Iteration 30Q (4965.670000 sec): 3 clusters
  Score: Raw -1037415.505055 + Penalty 4403.942027 = -1033011.563028
  nChanged 11
		SP:Iteration 31Q (4965.690000 sec): 3 clusters
  Score: Raw -1037418.481281 + Penalty 4403.942027 = -1033014.539254
  nChanged 6
		SP:Iteration 32Q (4965.720000 sec): 3 clusters
  Score: Raw -1037420.004758 + Penalty 4403.942027 = -1033016.062731
  nChanged 4
		SP:Iteration 33Q (4965.740000 sec): 3 clusters
  Score: Raw -1037420.785602 + Penalty 4403.942027 = -1033016.843575
  nChanged 2
		SP:Iteration 34Q (4965.760000 sec): 3 clusters
  Score: Raw -1037421.051070 + Penalty 4403.942027 = -1033017.109043
  nChanged 1
		SP:Iteration 35Q (4965.790000 sec): 3 clusters
  Score: Raw -1037421.151501 + Penalty 4403.942027 = -1033017.209474
  nChanged 1
		SP:Iteration 36Q (4965.810000 sec): 3 clusters
  Score: Raw -1037421.212957 + Penalty 4403.942027 = -1033017.270930
  nChanged 0
		SP:Iteration 37F (4965.840000 sec): 3 clusters
  Score: Raw -1037421.212957 + Penalty 4403.942027 = -1033017.270930
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (26943 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4965.930000 sec): 2 clusters
  Score: Raw -3981165.772078 + Penalty 2529.966743 = -3978635.805335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4966.030000 sec): 3 clusters
  Score: Raw -3965119.575611 + Penalty 5059.933486 = -3960059.642125
  nChanged 11984
		SP:Iteration 1F (4966.130000 sec): 3 clusters
  Score: Raw -3971637.934159 + Penalty 5059.933486 = -3966578.000673
  nChanged 1358
		SP:Iteration 2F (4966.220000 sec): 3 clusters
  Score: Raw -3972101.859885 + Penalty 5059.933486 = -3967041.926399
  nChanged 1250
		SP:Iteration 3Q (4966.320000 sec): 3 clusters
  Score: Raw -3972537.086584 + Penalty 5059.933486 = -3967477.153098
  nChanged 1208
		SP:Iteration 4Q (4966.420000 sec): 3 clusters
  Score: Raw -3972981.763821 + Penalty 5059.933486 = -3967921.830335
  nChanged 1202
		SP:Iteration 5Q (4966.520000 sec): 3 clusters
  Score: Raw -3973480.584275 + Penalty 5059.933486 = -3968420.650789
  nChanged 1290
		SP:Iteration 6Q (4966.620000 sec): 3 clusters
  Score: Raw -3974103.334514 + Penalty 5059.933486 = -3969043.401028
  nChanged 1505
		SP:Iteration 7F (4966.710000 sec): 3 clusters
  Score: Raw -3974984.144797 + Penalty 5059.933486 = -3969924.211311
  nChanged 1612
		SP:Iteration 8F (4966.810000 sec): 3 clusters
  Score: Raw -3976099.678488 + Penalty 5059.933486 = -3971039.745002
  nChanged 1639
		SP:Iteration 9F (4966.910000 sec): 3 clusters
  Score: Raw -3977322.264539 + Penalty 5059.933486 = -3972262.331053
  nChanged 1422
		SP:Iteration 10F (4967.000000 sec): 3 clusters
  Score: Raw -3978488.526807 + Penalty 5059.933486 = -3973428.593321
  nChanged 1142
		SP:Iteration 11Q (4967.100000 sec): 3 clusters
  Score: Raw -3979484.327321 + Penalty 5059.933486 = -3974424.393835
  nChanged 792
		SP:Iteration 12Q (4967.190000 sec): 3 clusters
  Score: Raw -3980165.842174 + Penalty 5059.933486 = -3975105.908688
  nChanged 530
		SP:Iteration 13Q (4967.280000 sec): 3 clusters
  Score: Raw -3980593.478887 + Penalty 5059.933486 = -3975533.545401
  nChanged 374
		SP:Iteration 14Q (4967.360000 sec): 3 clusters
  Score: Raw -3980874.889730 + Penalty 5059.933486 = -3975814.956244
  nChanged 272
		SP:Iteration 15Q (4967.440000 sec): 3 clusters
  Score: Raw -3981055.986332 + Penalty 5059.933486 = -3975996.052846
  nChanged 201
		SP:Iteration 16Q (4967.520000 sec): 3 clusters
  Score: Raw -3981179.888530 + Penalty 5059.933486 = -3976119.955044
  nChanged 172
		SP:Iteration 17Q (4967.590000 sec): 3 clusters
  Score: Raw -3981272.460514 + Penalty 5059.933486 = -3976212.527028
  nChanged 126
		SP:Iteration 18Q (4967.660000 sec): 3 clusters
  Score: Raw -3981329.495660 + Penalty 5059.933486 = -3976269.562174
  nChanged 92
		SP:Iteration 19Q (4967.740000 sec): 3 clusters
  Score: Raw -3981375.130423 + Penalty 5059.933486 = -3976315.196937
  nChanged 72
		SP:Iteration 20F (4967.840000 sec): 3 clusters
  Score: Raw -3981406.612771 + Penalty 5059.933486 = -3976346.679285
  nChanged 63
		SP:Iteration 21Q (4967.910000 sec): 3 clusters
  Score: Raw -3981429.977098 + Penalty 5059.933486 = -3976370.043612
  nChanged 56
		SP:Iteration 22Q (4967.980000 sec): 3 clusters
  Score: Raw -3981448.063907 + Penalty 5059.933486 = -3976388.130421
  nChanged 33
		SP:Iteration 23Q (4968.050000 sec): 3 clusters
  Score: Raw -3981457.735616 + Penalty 5059.933486 = -3976397.802130
  nChanged 24
		SP:Iteration 24Q (4968.120000 sec): 3 clusters
  Score: Raw -3981465.970727 + Penalty 5059.933486 = -3976406.037241
  nChanged 30
		SP:Iteration 25Q (4968.200000 sec): 3 clusters
  Score: Raw -3981476.498315 + Penalty 5059.933486 = -3976416.564829
  nChanged 24
		SP:Iteration 26Q (4968.270000 sec): 3 clusters
  Score: Raw -3981483.844158 + Penalty 5059.933486 = -3976423.910672
  nChanged 26
		SP:Iteration 27Q (4968.340000 sec): 3 clusters
  Score: Raw -3981492.919532 + Penalty 5059.933486 = -3976432.986046
  nChanged 22
		SP:Iteration 28Q (4968.410000 sec): 3 clusters
  Score: Raw -3981500.351982 + Penalty 5059.933486 = -3976440.418496
  nChanged 16
		SP:Iteration 29Q (4968.480000 sec): 3 clusters
  Score: Raw -3981506.181627 + Penalty 5059.933486 = -3976446.248141
  nChanged 18
		SP:Iteration 30Q (4968.560000 sec): 3 clusters
  Score: Raw -3981510.946644 + Penalty 5059.933486 = -3976451.013158
  nChanged 14
		SP:Iteration 31Q (4968.630000 sec): 3 clusters
  Score: Raw -3981515.186101 + Penalty 5059.933486 = -3976455.252615
  nChanged 11
		SP:Iteration 32Q (4968.700000 sec): 3 clusters
  Score: Raw -3981518.157056 + Penalty 5059.933486 = -3976458.223570
  nChanged 14
		SP:Iteration 33Q (4968.770000 sec): 3 clusters
  Score: Raw -3981521.944017 + Penalty 5059.933486 = -3976462.010531
  nChanged 6
		SP:Iteration 34Q (4968.840000 sec): 3 clusters
  Score: Raw -3981523.471351 + Penalty 5059.933486 = -3976463.537865
  nChanged 10
		SP:Iteration 35Q (4968.910000 sec): 3 clusters
  Score: Raw -3981526.374772 + Penalty 5059.933486 = -3976466.441286
  nChanged 6
		SP:Iteration 36Q (4968.980000 sec): 3 clusters
  Score: Raw -3981528.647652 + Penalty 5059.933486 = -3976468.714166
  nChanged 7
		SP:Iteration 37Q (4969.060000 sec): 3 clusters
  Score: Raw -3981531.709647 + Penalty 5059.933486 = -3976471.776161
  nChanged 8
		SP:Iteration 38Q (4969.120000 sec): 3 clusters
  Score: Raw -3981534.220881 + Penalty 5059.933486 = -3976474.287395
  nChanged 6
		SP:Iteration 39Q (4969.200000 sec): 3 clusters
  Score: Raw -3981536.196607 + Penalty 5059.933486 = -3976476.263121
  nChanged 7
		SP:Iteration 40F (4969.290000 sec): 3 clusters
  Score: Raw -3981538.329531 + Penalty 5059.933486 = -3976478.396045
  nChanged 7
		SP:Iteration 41Q (4969.360000 sec): 3 clusters
  Score: Raw -3981539.818556 + Penalty 5059.933486 = -3976479.885070
  nChanged 2
		SP:Iteration 42Q (4969.440000 sec): 3 clusters
  Score: Raw -3981540.460240 + Penalty 5059.933486 = -3976480.526754
  nChanged 2
		SP:Iteration 43Q (4969.500000 sec): 3 clusters
  Score: Raw -3981541.049012 + Penalty 5059.933486 = -3976481.115526
  nChanged 4
		SP:Iteration 44Q (4969.580000 sec): 3 clusters
  Score: Raw -3981541.928637 + Penalty 5059.933486 = -3976481.995151
  nChanged 2
		SP:Iteration 45Q (4969.650000 sec): 3 clusters
  Score: Raw -3981542.161754 + Penalty 5059.933486 = -3976482.228268
  nChanged 2
		SP:Iteration 46Q (4969.720000 sec): 3 clusters
  Score: Raw -3981542.574127 + Penalty 5059.933486 = -3976482.640641
  nChanged 1
		SP:Iteration 47Q (4969.790000 sec): 3 clusters
  Score: Raw -3981542.836466 + Penalty 5059.933486 = -3976482.902980
  nChanged 0
		SP:Iteration 48F (4969.880000 sec): 3 clusters
  Score: Raw -3981542.836466 + Penalty 5059.933486 = -3976482.902980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (23767 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4969.960000 sec): 2 clusters
  Score: Raw -3294358.032165 + Penalty 2498.861229 = -3291859.170936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4970.050000 sec): 3 clusters
  Score: Raw -3280411.202659 + Penalty 4997.722458 = -3275413.480201
  nChanged 10489
		SP:Iteration 1F (4970.130000 sec): 3 clusters
  Score: Raw -3286291.937925 + Penalty 4997.722458 = -3281294.215467
  nChanged 1387
		SP:Iteration 2F (4970.220000 sec): 3 clusters
  Score: Raw -3286874.960406 + Penalty 4997.722458 = -3281877.237948
  nChanged 1253
		SP:Iteration 3F (4970.300000 sec): 3 clusters
  Score: Raw -3287450.167960 + Penalty 4997.722458 = -3282452.445502
  nChanged 1223
		SP:Iteration 4F (4970.390000 sec): 3 clusters
  Score: Raw -3288061.621820 + Penalty 4997.722458 = -3283063.899362
  nChanged 1210
		SP:Iteration 5F (4970.480000 sec): 3 clusters
  Score: Raw -3288697.863088 + Penalty 4997.722458 = -3283700.140630
  nChanged 1212
		SP:Iteration 6F (4970.560000 sec): 3 clusters
  Score: Raw -3289334.378722 + Penalty 4997.722458 = -3284336.656264
  nChanged 1167
		SP:Iteration 7Q (4970.650000 sec): 3 clusters
  Score: Raw -3290010.520889 + Penalty 4997.722458 = -3285012.798430
  nChanged 1120
		SP:Iteration 8Q (4970.740000 sec): 3 clusters
  Score: Raw -3290720.533349 + Penalty 4997.722458 = -3285722.810891
  nChanged 1049
		SP:Iteration 9Q (4970.820000 sec): 3 clusters
  Score: Raw -3291473.662014 + Penalty 4997.722458 = -3286475.939556
  nChanged 1000
		SP:Iteration 10Q (4970.910000 sec): 3 clusters
  Score: Raw -3292137.232188 + Penalty 4997.722458 = -3287139.509730
  nChanged 837
		SP:Iteration 11Q (4971.000000 sec): 3 clusters
  Score: Raw -3292570.676624 + Penalty 4997.722458 = -3287572.954166
  nChanged 597
		SP:Iteration 12Q (4971.080000 sec): 3 clusters
  Score: Raw -3292825.272422 + Penalty 4997.722458 = -3287827.549963
  nChanged 429
		SP:Iteration 13Q (4971.170000 sec): 3 clusters
  Score: Raw -3292981.574280 + Penalty 4997.722458 = -3287983.851822
  nChanged 309
		SP:Iteration 14Q (4971.250000 sec): 3 clusters
  Score: Raw -3293079.874482 + Penalty 4997.722458 = -3288082.152024
  nChanged 248
		SP:Iteration 15Q (4971.330000 sec): 3 clusters
  Score: Raw -3293156.296166 + Penalty 4997.722458 = -3288158.573708
  nChanged 221
		SP:Iteration 16Q (4971.410000 sec): 3 clusters
  Score: Raw -3293217.835515 + Penalty 4997.722458 = -3288220.113057
  nChanged 198
		SP:Iteration 17Q (4971.490000 sec): 3 clusters
  Score: Raw -3293274.322799 + Penalty 4997.722458 = -3288276.600341
  nChanged 199
		SP:Iteration 18Q (4971.570000 sec): 3 clusters
  Score: Raw -3293330.934698 + Penalty 4997.722458 = -3288333.212240
  nChanged 190
		SP:Iteration 19Q (4971.650000 sec): 3 clusters
  Score: Raw -3293379.551605 + Penalty 4997.722458 = -3288381.829147
  nChanged 178
		SP:Iteration 20F (4971.740000 sec): 3 clusters
  Score: Raw -3293427.771725 + Penalty 4997.722458 = -3288430.049267
  nChanged 191
		SP:Iteration 21Q (4971.820000 sec): 3 clusters
  Score: Raw -3293476.841525 + Penalty 4997.722458 = -3288479.119067
  nChanged 176
		SP:Iteration 22Q (4971.890000 sec): 3 clusters
  Score: Raw -3293524.697257 + Penalty 4997.722458 = -3288526.974799
  nChanged 171
		SP:Iteration 23Q (4971.970000 sec): 3 clusters
  Score: Raw -3293573.431634 + Penalty 4997.722458 = -3288575.709176
  nChanged 177
		SP:Iteration 24Q (4972.050000 sec): 3 clusters
  Score: Raw -3293622.391185 + Penalty 4997.722458 = -3288624.668727
  nChanged 185
		SP:Iteration 25Q (4972.120000 sec): 3 clusters
  Score: Raw -3293671.720230 + Penalty 4997.722458 = -3288673.997772
  nChanged 162
		SP:Iteration 26Q (4972.200000 sec): 3 clusters
  Score: Raw -3293714.827341 + Penalty 4997.722458 = -3288717.104883
  nChanged 154
		SP:Iteration 27Q (4972.280000 sec): 3 clusters
  Score: Raw -3293755.558027 + Penalty 4997.722458 = -3288757.835569
  nChanged 156
		SP:Iteration 28Q (4972.360000 sec): 3 clusters
  Score: Raw -3293797.326565 + Penalty 4997.722458 = -3288799.604107
  nChanged 140
		SP:Iteration 29Q (4972.430000 sec): 3 clusters
  Score: Raw -3293837.004945 + Penalty 4997.722458 = -3288839.282487
  nChanged 160
		SP:Iteration 30Q (4972.500000 sec): 3 clusters
  Score: Raw -3293882.947438 + Penalty 4997.722458 = -3288885.224980
  nChanged 147
		SP:Iteration 31Q (4972.580000 sec): 3 clusters
  Score: Raw -3293927.775611 + Penalty 4997.722458 = -3288930.053153
  nChanged 140
		SP:Iteration 32Q (4972.660000 sec): 3 clusters
  Score: Raw -3293972.041375 + Penalty 4997.722458 = -3288974.318917
  nChanged 154
		SP:Iteration 33Q (4972.730000 sec): 3 clusters
  Score: Raw -3294026.539116 + Penalty 4997.722458 = -3289028.816657
  nChanged 148
		SP:Iteration 34Q (4972.800000 sec): 3 clusters
  Score: Raw -3294080.903628 + Penalty 4997.722458 = -3289083.181170
  nChanged 152
		SP:Iteration 35Q (4972.880000 sec): 3 clusters
  Score: Raw -3294131.201053 + Penalty 4997.722458 = -3289133.478595
  nChanged 132
		SP:Iteration 36Q (4972.950000 sec): 3 clusters
  Score: Raw -3294172.272618 + Penalty 4997.722458 = -3289174.550160
  nChanged 142
		SP:Iteration 37Q (4973.020000 sec): 3 clusters
  Score: Raw -3294227.353149 + Penalty 4997.722458 = -3289229.630691
  nChanged 124
		SP:Iteration 38Q (4973.090000 sec): 3 clusters
  Score: Raw -3294273.102184 + Penalty 4997.722458 = -3289275.379726
  nChanged 116
		SP:Iteration 39Q (4973.160000 sec): 3 clusters
  Score: Raw -3294311.716342 + Penalty 4997.722458 = -3289313.993884
  nChanged 117
		SP:Iteration 40F (4973.250000 sec): 3 clusters
  Score: Raw -3294351.650196 + Penalty 4997.722458 = -3289353.927738
  nChanged 116
		SP:Iteration 41Q (4973.320000 sec): 3 clusters
  Score: Raw -3294385.180814 + Penalty 4997.722458 = -3289387.458356
  nChanged 113
		SP:Iteration 42Q (4973.390000 sec): 3 clusters
  Score: Raw -3294418.576447 + Penalty 4997.722458 = -3289420.853989
  nChanged 108
		SP:Iteration 43Q (4973.460000 sec): 3 clusters
  Score: Raw -3294448.237023 + Penalty 4997.722458 = -3289450.514565
  nChanged 97
		SP:Iteration 44Q (4973.530000 sec): 3 clusters
  Score: Raw -3294475.095160 + Penalty 4997.722458 = -3289477.372702
  nChanged 80
		SP:Iteration 45Q (4973.600000 sec): 3 clusters
  Score: Raw -3294496.733304 + Penalty 4997.722458 = -3289499.010845
  nChanged 70
		SP:Iteration 46Q (4973.670000 sec): 3 clusters
  Score: Raw -3294515.991697 + Penalty 4997.722458 = -3289518.269239
  nChanged 69
		SP:Iteration 47Q (4973.740000 sec): 3 clusters
  Score: Raw -3294533.118047 + Penalty 4997.722458 = -3289535.395589
  nChanged 67
		SP:Iteration 48Q (4973.810000 sec): 3 clusters
  Score: Raw -3294550.248669 + Penalty 4997.722458 = -3289552.526211
  nChanged 58
		SP:Iteration 49Q (4973.880000 sec): 3 clusters
  Score: Raw -3294564.419219 + Penalty 4997.722458 = -3289566.696761
  nChanged 50
		SP:Iteration 50Q (4973.950000 sec): 3 clusters
  Score: Raw -3294575.740965 + Penalty 4997.722458 = -3289578.018507
  nChanged 53
		SP:Iteration 51Q (4974.020000 sec): 3 clusters
  Score: Raw -3294587.998768 + Penalty 4997.722458 = -3289590.276310
  nChanged 53
		SP:Iteration 52Q (4974.080000 sec): 3 clusters
  Score: Raw -3294601.112615 + Penalty 4997.722458 = -3289603.390157
  nChanged 51
		SP:Iteration 53Q (4974.160000 sec): 3 clusters
  Score: Raw -3294614.173597 + Penalty 4997.722458 = -3289616.451139
  nChanged 65
		SP:Iteration 54Q (4974.220000 sec): 3 clusters
  Score: Raw -3294634.556834 + Penalty 4997.722458 = -3289636.834375
  nChanged 67
		SP:Iteration 55Q (4974.290000 sec): 3 clusters
  Score: Raw -3294659.220970 + Penalty 4997.722458 = -3289661.498512
  nChanged 63
		SP:Iteration 56Q (4974.360000 sec): 3 clusters
  Score: Raw -3294677.208612 + Penalty 4997.722458 = -3289679.486154
  nChanged 61
		SP:Iteration 57Q (4974.430000 sec): 3 clusters
  Score: Raw -3294695.004947 + Penalty 4997.722458 = -3289697.282489
  nChanged 64
		SP:Iteration 58Q (4974.500000 sec): 3 clusters
  Score: Raw -3294715.950272 + Penalty 4997.722458 = -3289718.227814
  nChanged 66
		SP:Iteration 59Q (4974.560000 sec): 3 clusters
  Score: Raw -3294735.979040 + Penalty 4997.722458 = -3289738.256582
  nChanged 50
		SP:Iteration 60F (4974.650000 sec): 3 clusters
  Score: Raw -3294750.307870 + Penalty 4997.722458 = -3289752.585412
  nChanged 45
		SP:Iteration 61Q (4974.710000 sec): 3 clusters
  Score: Raw -3294762.159205 + Penalty 4997.722458 = -3289764.436747
  nChanged 31
		SP:Iteration 62Q (4974.780000 sec): 3 clusters
  Score: Raw -3294771.152008 + Penalty 4997.722458 = -3289773.429550
  nChanged 38
		SP:Iteration 63Q (4974.850000 sec): 3 clusters
  Score: Raw -3294782.050821 + Penalty 4997.722458 = -3289784.328363
  nChanged 39
		SP:Iteration 64Q (4974.920000 sec): 3 clusters
  Score: Raw -3294793.214363 + Penalty 4997.722458 = -3289795.491905
  nChanged 32
		SP:Iteration 65Q (4974.980000 sec): 3 clusters
  Score: Raw -3294802.742135 + Penalty 4997.722458 = -3289805.019676
  nChanged 37
		SP:Iteration 66Q (4975.050000 sec): 3 clusters
  Score: Raw -3294815.026998 + Penalty 4997.722458 = -3289817.304540
  nChanged 34
		SP:Iteration 67Q (4975.120000 sec): 3 clusters
  Score: Raw -3294826.992978 + Penalty 4997.722458 = -3289829.270520
  nChanged 33
		SP:Iteration 68Q (4975.180000 sec): 3 clusters
  Score: Raw -3294840.027180 + Penalty 4997.722458 = -3289842.304722
  nChanged 41
		SP:Iteration 69Q (4975.250000 sec): 3 clusters
  Score: Raw -3294856.562916 + Penalty 4997.722458 = -3289858.840458
  nChanged 45
		SP:Iteration 70Q (4975.310000 sec): 3 clusters
  Score: Raw -3294874.577941 + Penalty 4997.722458 = -3289876.855483
  nChanged 46
		SP:Iteration 71Q (4975.380000 sec): 3 clusters
  Score: Raw -3294893.351523 + Penalty 4997.722458 = -3289895.629065
  nChanged 46
		SP:Iteration 72Q (4975.440000 sec): 3 clusters
  Score: Raw -3294914.659944 + Penalty 4997.722458 = -3289916.937486
  nChanged 44
		SP:Iteration 73Q (4975.510000 sec): 3 clusters
  Score: Raw -3294932.245097 + Penalty 4997.722458 = -3289934.522639
  nChanged 39
		SP:Iteration 74Q (4975.580000 sec): 3 clusters
  Score: Raw -3294948.911186 + Penalty 4997.722458 = -3289951.188728
  nChanged 41
		SP:Iteration 75Q (4975.640000 sec): 3 clusters
  Score: Raw -3294967.499733 + Penalty 4997.722458 = -3289969.777275
  nChanged 37
		SP:Iteration 76Q (4975.710000 sec): 3 clusters
  Score: Raw -3294986.110763 + Penalty 4997.722458 = -3289988.388305
  nChanged 40
		SP:Iteration 77Q (4975.770000 sec): 3 clusters
  Score: Raw -3295006.301113 + Penalty 4997.722458 = -3290008.578655
  nChanged 38
		SP:Iteration 78Q (4975.840000 sec): 3 clusters
  Score: Raw -3295025.980297 + Penalty 4997.722458 = -3290028.257839
  nChanged 47
		SP:Iteration 79Q (4975.900000 sec): 3 clusters
  Score: Raw -3295044.077367 + Penalty 4997.722458 = -3290046.354909
  nChanged 33
		SP:Iteration 80F (4975.980000 sec): 3 clusters
  Score: Raw -3295055.205056 + Penalty 4997.722458 = -3290057.482598
  nChanged 23
		SP:Iteration 81Q (4976.050000 sec): 3 clusters
  Score: Raw -3295063.019424 + Penalty 4997.722458 = -3290065.296966
  nChanged 13
		SP:Iteration 82Q (4976.110000 sec): 3 clusters
  Score: Raw -3295067.118288 + Penalty 4997.722458 = -3290069.395830
  nChanged 13
		SP:Iteration 83Q (4976.180000 sec): 3 clusters
  Score: Raw -3295071.149739 + Penalty 4997.722458 = -3290073.427280
  nChanged 13
		SP:Iteration 84Q (4976.240000 sec): 3 clusters
  Score: Raw -3295074.656072 + Penalty 4997.722458 = -3290076.933614
  nChanged 14
		SP:Iteration 85Q (4976.300000 sec): 3 clusters
  Score: Raw -3295078.433340 + Penalty 4997.722458 = -3290080.710882
  nChanged 13
		SP:Iteration 86Q (4976.370000 sec): 3 clusters
  Score: Raw -3295081.805953 + Penalty 4997.722458 = -3290084.083495
  nChanged 11
		SP:Iteration 87Q (4976.430000 sec): 3 clusters
  Score: Raw -3295085.081532 + Penalty 4997.722458 = -3290087.359074
  nChanged 9
		SP:Iteration 88Q (4976.500000 sec): 3 clusters
  Score: Raw -3295088.329931 + Penalty 4997.722458 = -3290090.607473
  nChanged 8
		SP:Iteration 89Q (4976.560000 sec): 3 clusters
  Score: Raw -3295090.592209 + Penalty 4997.722458 = -3290092.869751
  nChanged 6
		SP:Iteration 90Q (4976.620000 sec): 3 clusters
  Score: Raw -3295092.435024 + Penalty 4997.722458 = -3290094.712566
  nChanged 9
		SP:Iteration 91Q (4976.690000 sec): 3 clusters
  Score: Raw -3295094.925311 + Penalty 4997.722458 = -3290097.202852
  nChanged 5
		SP:Iteration 92Q (4976.750000 sec): 3 clusters
  Score: Raw -3295095.971536 + Penalty 4997.722458 = -3290098.249078
  nChanged 2
		SP:Iteration 93Q (4976.820000 sec): 3 clusters
  Score: Raw -3295096.388493 + Penalty 4997.722458 = -3290098.666035
  nChanged 6
		SP:Iteration 94Q (4976.880000 sec): 3 clusters
  Score: Raw -3295098.324545 + Penalty 4997.722458 = -3290100.602087
  nChanged 7
		SP:Iteration 95Q (4976.940000 sec): 3 clusters
  Score: Raw -3295100.512167 + Penalty 4997.722458 = -3290102.789709
  nChanged 9
		SP:Iteration 96Q (4977.010000 sec): 3 clusters
  Score: Raw -3295104.352768 + Penalty 4997.722458 = -3290106.630310
  nChanged 7
		SP:Iteration 97Q (4977.070000 sec): 3 clusters
  Score: Raw -3295106.377606 + Penalty 4997.722458 = -3290108.655147
  nChanged 6
		SP:Iteration 98Q (4977.140000 sec): 3 clusters
  Score: Raw -3295107.894823 + Penalty 4997.722458 = -3290110.172365
  nChanged 7
		SP:Iteration 99Q (4977.200000 sec): 3 clusters
  Score: Raw -3295109.368695 + Penalty 4997.722458 = -3290111.646237
  nChanged 5
		SP:Iteration 100F (4977.280000 sec): 3 clusters
  Score: Raw -3295110.792058 + Penalty 4997.722458 = -3290113.069600
  nChanged 8
		SP:Iteration 101Q (4977.350000 sec): 3 clusters
  Score: Raw -3295114.434470 + Penalty 4997.722458 = -3290116.712012
  nChanged 7
		SP:Iteration 102Q (4977.410000 sec): 3 clusters
  Score: Raw -3295116.190876 + Penalty 4997.722458 = -3290118.468418
  nChanged 4
		SP:Iteration 103Q (4977.470000 sec): 3 clusters
  Score: Raw -3295117.052804 + Penalty 4997.722458 = -3290119.330345
  nChanged 2
		SP:Iteration 104Q (4977.540000 sec): 3 clusters
  Score: Raw -3295117.589944 + Penalty 4997.722458 = -3290119.867486
  nChanged 1
		SP:Iteration 105Q (4977.600000 sec): 3 clusters
  Score: Raw -3295117.905964 + Penalty 4997.722458 = -3290120.183506
  nChanged 1
		SP:Iteration 106Q (4977.660000 sec): 3 clusters
  Score: Raw -3295118.487200 + Penalty 4997.722458 = -3290120.764742
  nChanged 3
		SP:Iteration 107Q (4977.730000 sec): 3 clusters
  Score: Raw -3295119.742618 + Penalty 4997.722458 = -3290122.020160
  nChanged 5
		SP:Iteration 108Q (4977.790000 sec): 3 clusters
  Score: Raw -3295120.861566 + Penalty 4997.722458 = -3290123.139108
  nChanged 3
		SP:Iteration 109Q (4977.860000 sec): 3 clusters
  Score: Raw -3295122.083957 + Penalty 4997.722458 = -3290124.361499
  nChanged 7
		SP:Iteration 110Q (4977.920000 sec): 3 clusters
  Score: Raw -3295125.261923 + Penalty 4997.722458 = -3290127.539465
  nChanged 8
		SP:Iteration 111Q (4977.980000 sec): 3 clusters
  Score: Raw -3295128.816742 + Penalty 4997.722458 = -3290131.094284
  nChanged 10
		SP:Iteration 112Q (4978.040000 sec): 3 clusters
  Score: Raw -3295132.360811 + Penalty 4997.722458 = -3290134.638353
  nChanged 5
		SP:Iteration 113Q (4978.110000 sec): 3 clusters
  Score: Raw -3295133.501063 + Penalty 4997.722458 = -3290135.778605
  nChanged 2
		SP:Iteration 114Q (4978.170000 sec): 3 clusters
  Score: Raw -3295133.955315 + Penalty 4997.722458 = -3290136.232857
  nChanged 4
		SP:Iteration 115Q (4978.230000 sec): 3 clusters
  Score: Raw -3295134.917004 + Penalty 4997.722458 = -3290137.194546
  nChanged 2
		SP:Iteration 116Q (4978.300000 sec): 3 clusters
  Score: Raw -3295135.629256 + Penalty 4997.722458 = -3290137.906798
  nChanged 3
		SP:Iteration 117Q (4978.360000 sec): 3 clusters
  Score: Raw -3295136.443314 + Penalty 4997.722458 = -3290138.720856
  nChanged 3
		SP:Iteration 118Q (4978.420000 sec): 3 clusters
  Score: Raw -3295137.262187 + Penalty 4997.722458 = -3290139.539729
  nChanged 1
		SP:Iteration 119Q (4978.490000 sec): 3 clusters
  Score: Raw -3295137.317116 + Penalty 4997.722458 = -3290139.594658
  nChanged 1
		SP:Iteration 120F (4978.570000 sec): 3 clusters
  Score: Raw -3295137.571212 + Penalty 4997.722458 = -3290139.848753
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3440 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4978.590000 sec): 2 clusters
  Score: Raw -495015.663318 + Penalty 2019.520234 = -492996.143084
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4978.600000 sec): 3 clusters
  Score: Raw -493564.526901 + Penalty 4039.040468 = -489525.486433
  nChanged 1214
		SP:Iteration 1F (4978.620000 sec): 3 clusters
  Score: Raw -494373.206059 + Penalty 4039.040468 = -490334.165590
  nChanged 309
		SP:Iteration 2F (4978.630000 sec): 3 clusters
  Score: Raw -494671.088037 + Penalty 4039.040468 = -490632.047569
  nChanged 233
		SP:Iteration 3F (4978.640000 sec): 3 clusters
  Score: Raw -494901.010791 + Penalty 4039.040468 = -490861.970322
  nChanged 201
		SP:Iteration 4F (4978.650000 sec): 3 clusters
  Score: Raw -495126.178213 + Penalty 4039.040468 = -491087.137745
  nChanged 181
		SP:Iteration 5F (4978.660000 sec): 3 clusters
  Score: Raw -495320.197438 + Penalty 4039.040468 = -491281.156970
  nChanged 153
		SP:Iteration 6Q (4978.680000 sec): 3 clusters
  Score: Raw -495502.659402 + Penalty 4039.040468 = -491463.618934
  nChanged 151
		SP:Iteration 7Q (4978.690000 sec): 3 clusters
  Score: Raw -495695.419291 + Penalty 4039.040468 = -491656.378823
  nChanged 134
		SP:Iteration 8Q (4978.700000 sec): 3 clusters
  Score: Raw -495888.823959 + Penalty 4039.040468 = -491849.783490
  nChanged 122
		SP:Iteration 9Q (4978.710000 sec): 3 clusters
  Score: Raw -496039.232978 + Penalty 4039.040468 = -492000.192510
  nChanged 102
		SP:Iteration 10Q (4978.730000 sec): 3 clusters
  Score: Raw -496148.016087 + Penalty 4039.040468 = -492108.975619
  nChanged 95
		SP:Iteration 11Q (4978.740000 sec): 3 clusters
  Score: Raw -496268.706977 + Penalty 4039.040468 = -492229.666509
  nChanged 95
		SP:Iteration 12Q (4978.750000 sec): 3 clusters
  Score: Raw -496377.060915 + Penalty 4039.040468 = -492338.020447
  nChanged 85
		SP:Iteration 13Q (4978.760000 sec): 3 clusters
  Score: Raw -496462.941006 + Penalty 4039.040468 = -492423.900538
  nChanged 64
		SP:Iteration 14Q (4978.770000 sec): 3 clusters
  Score: Raw -496513.591576 + Penalty 4039.040468 = -492474.551108
  nChanged 51
		SP:Iteration 15Q (4978.790000 sec): 3 clusters
  Score: Raw -496555.868961 + Penalty 4039.040468 = -492516.828493
  nChanged 49
		SP:Iteration 16Q (4978.790000 sec): 3 clusters
  Score: Raw -496596.372886 + Penalty 4039.040468 = -492557.332418
  nChanged 44
		SP:Iteration 17Q (4978.810000 sec): 3 clusters
  Score: Raw -496628.074856 + Penalty 4039.040468 = -492589.034388
  nChanged 40
		SP:Iteration 18Q (4978.810000 sec): 3 clusters
  Score: Raw -496658.688903 + Penalty 4039.040468 = -492619.648435
  nChanged 34
		SP:Iteration 19Q (4978.830000 sec): 3 clusters
  Score: Raw -496680.379835 + Penalty 4039.040468 = -492641.339366
  nChanged 26
		SP:Iteration 20F (4978.840000 sec): 3 clusters
  Score: Raw -496697.367928 + Penalty 4039.040468 = -492658.327459
  nChanged 22
		SP:Iteration 21Q (4978.850000 sec): 3 clusters
  Score: Raw -496709.644298 + Penalty 4039.040468 = -492670.603829
  nChanged 14
		SP:Iteration 22Q (4978.860000 sec): 3 clusters
  Score: Raw -496716.145561 + Penalty 4039.040468 = -492677.105093
  nChanged 8
		SP:Iteration 23Q (4978.870000 sec): 3 clusters
  Score: Raw -496718.798669 + Penalty 4039.040468 = -492679.758201
  nChanged 8
		SP:Iteration 24Q (4978.880000 sec): 3 clusters
  Score: Raw -496721.732061 + Penalty 4039.040468 = -492682.691593
  nChanged 4
		SP:Iteration 25Q (4978.890000 sec): 3 clusters
  Score: Raw -496723.069321 + Penalty 4039.040468 = -492684.028852
  nChanged 5
		SP:Iteration 26Q (4978.900000 sec): 3 clusters
  Score: Raw -496725.203948 + Penalty 4039.040468 = -492686.163480
  nChanged 5
		SP:Iteration 27Q (4978.910000 sec): 3 clusters
  Score: Raw -496726.729601 + Penalty 4039.040468 = -492687.689133
  nChanged 2
		SP:Iteration 28Q (4978.920000 sec): 3 clusters
  Score: Raw -496727.489596 + Penalty 4039.040468 = -492688.449128
  nChanged 2
		SP:Iteration 29Q (4978.930000 sec): 3 clusters
  Score: Raw -496727.937324 + Penalty 4039.040468 = -492688.896856
  nChanged 3
		SP:Iteration 30Q (4978.940000 sec): 3 clusters
  Score: Raw -496729.930643 + Penalty 4039.040468 = -492690.890175
  nChanged 5
		SP:Iteration 31Q (4978.950000 sec): 3 clusters
  Score: Raw -496732.170028 + Penalty 4039.040468 = -492693.129560
  nChanged 3
		SP:Iteration 32Q (4978.960000 sec): 3 clusters
  Score: Raw -496733.778527 + Penalty 4039.040468 = -492694.738059
  nChanged 4
		SP:Iteration 33Q (4978.970000 sec): 3 clusters
  Score: Raw -496735.848140 + Penalty 4039.040468 = -492696.807672
  nChanged 3
		SP:Iteration 34Q (4978.980000 sec): 3 clusters
  Score: Raw -496736.813307 + Penalty 4039.040468 = -492697.772839
  nChanged 2
		SP:Iteration 35Q (4978.990000 sec): 3 clusters
  Score: Raw -496738.557477 + Penalty 4039.040468 = -492699.517008
  nChanged 5
		SP:Iteration 36Q (4979.000000 sec): 3 clusters
  Score: Raw -496740.798749 + Penalty 4039.040468 = -492701.758281
  nChanged 5
		SP:Iteration 37Q (4979.010000 sec): 3 clusters
  Score: Raw -496743.192868 + Penalty 4039.040468 = -492704.152400
  nChanged 3
		SP:Iteration 38Q (4979.020000 sec): 3 clusters
  Score: Raw -496744.061429 + Penalty 4039.040468 = -492705.020961
  nChanged 1
		SP:Iteration 39Q (4979.030000 sec): 3 clusters
  Score: Raw -496744.458724 + Penalty 4039.040468 = -492705.418256
  nChanged 4
		SP:Iteration 40F (4979.040000 sec): 3 clusters
  Score: Raw -496746.280666 + Penalty 4039.040468 = -492707.240198
  nChanged 2
		SP:Iteration 41Q (4979.050000 sec): 3 clusters
  Score: Raw -496747.288153 + Penalty 4039.040468 = -492708.247685
  nChanged 1
		SP:Iteration 42Q (4979.060000 sec): 3 clusters
  Score: Raw -496747.493927 + Penalty 4039.040468 = -492708.453459
  nChanged 0
		SP:Iteration 43F (4979.070000 sec): 3 clusters
  Score: Raw -496747.493927 + Penalty 4039.040468 = -492708.453459
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4979.080000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4979.080000 sec): 3 clusters
  Score: Raw -126936.352383 + Penalty 3350.283633 = -123586.068750
  nChanged 203
		SP:Iteration 1F (4979.090000 sec): 3 clusters
  Score: Raw -127170.351304 + Penalty 3350.283633 = -123820.067670
  nChanged 40
		SP:Iteration 2Q (4979.090000 sec): 3 clusters
  Score: Raw -127232.121115 + Penalty 3350.283633 = -123881.837481
  nChanged 12
		SP:Iteration 3Q (4979.090000 sec): 3 clusters
  Score: Raw -127253.771412 + Penalty 3350.283633 = -123903.487779
  nChanged 13
		SP:Iteration 4Q (4979.090000 sec): 3 clusters
  Score: Raw -127288.065498 + Penalty 3350.283633 = -123937.781865
  nChanged 15
		SP:Iteration 5Q (4979.100000 sec): 3 clusters
  Score: Raw -127310.230214 + Penalty 3350.283633 = -123959.946581
  nChanged 11
		SP:Iteration 6Q (4979.100000 sec): 3 clusters
  Score: Raw -127327.741733 + Penalty 3350.283633 = -123977.458099
  nChanged 7
		SP:Iteration 7Q (4979.100000 sec): 3 clusters
  Score: Raw -127337.222490 + Penalty 3350.283633 = -123986.938856
  nChanged 6
		SP:Iteration 8Q (4979.110000 sec): 3 clusters
  Score: Raw -127346.725344 + Penalty 3350.283633 = -123996.441710
  nChanged 3
		SP:Iteration 9Q (4979.110000 sec): 3 clusters
  Score: Raw -127357.589501 + Penalty 3350.283633 = -124007.305868
  nChanged 3
		SP:Iteration 10Q (4979.110000 sec): 3 clusters
  Score: Raw -127360.479592 + Penalty 3350.283633 = -124010.195959
  nChanged 4
		SP:Iteration 11Q (4979.110000 sec): 3 clusters
  Score: Raw -127363.321495 + Penalty 3350.283633 = -124013.037862
  nChanged 4
		SP:Iteration 12Q (4979.120000 sec): 3 clusters
  Score: Raw -127369.410372 + Penalty 3350.283633 = -124019.126738
  nChanged 3
		SP:Iteration 13Q (4979.120000 sec): 3 clusters
  Score: Raw -127372.525024 + Penalty 3350.283633 = -124022.241391
  nChanged 1
		SP:Iteration 14Q (4979.120000 sec): 3 clusters
  Score: Raw -127373.137919 + Penalty 3350.283633 = -124022.854285
  nChanged 0
		SP:Iteration 15F (4979.130000 sec): 3 clusters
  Score: Raw -127373.137919 + Penalty 3350.283633 = -124022.854285
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (1294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4979.130000 sec): 2 clusters
  Score: Raw -159837.689203 + Penalty 1777.042382 = -158060.646821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4979.140000 sec): 3 clusters
  Score: Raw -159576.118687 + Penalty 3554.084764 = -156022.033923
  nChanged 414
		SP:Iteration 1F (4979.140000 sec): 3 clusters
  Score: Raw -161156.956036 + Penalty 3554.084764 = -157602.871273
  nChanged 192
		SP:Iteration 2F (4979.150000 sec): 3 clusters
  Score: Raw -162239.735427 + Penalty 3554.084764 = -158685.650663
  nChanged 149
		SP:Iteration 3F (4979.150000 sec): 3 clusters
  Score: Raw -162842.090553 + Penalty 3554.084764 = -159288.005790
  nChanged 81
		SP:Iteration 4F (4979.160000 sec): 3 clusters
  Score: Raw -163245.808985 + Penalty 3554.084764 = -159691.724221
  nChanged 54
		SP:Iteration 5Q (4979.160000 sec): 3 clusters
  Score: Raw -163444.518127 + Penalty 3554.084764 = -159890.433363
  nChanged 25
		SP:Iteration 6Q (4979.160000 sec): 3 clusters
  Score: Raw -163532.396605 + Penalty 3554.084764 = -159978.311841
  nChanged 15
		SP:Iteration 7Q (4979.170000 sec): 3 clusters
  Score: Raw -163562.807545 + Penalty 3554.084764 = -160008.722781
  nChanged 13
		SP:Iteration 8Q (4979.170000 sec): 3 clusters
  Score: Raw -163605.566429 + Penalty 3554.084764 = -160051.481666
  nChanged 9
		SP:Iteration 9Q (4979.170000 sec): 3 clusters
  Score: Raw -163640.403239 + Penalty 3554.084764 = -160086.318476
  nChanged 8
		SP:Iteration 10Q (4979.180000 sec): 3 clusters
  Score: Raw -163664.865464 + Penalty 3554.084764 = -160110.780700
  nChanged 4
		SP:Iteration 11Q (4979.180000 sec): 3 clusters
  Score: Raw -163679.238912 + Penalty 3554.084764 = -160125.154149
  nChanged 2
		SP:Iteration 12Q (4979.190000 sec): 3 clusters
  Score: Raw -163686.144603 + Penalty 3554.084764 = -160132.059839
  nChanged 2
		SP:Iteration 13Q (4979.190000 sec): 3 clusters
  Score: Raw -163692.174201 + Penalty 3554.084764 = -160138.089437
  nChanged 2
		SP:Iteration 14Q (4979.190000 sec): 3 clusters
  Score: Raw -163695.947425 + Penalty 3554.084764 = -160141.862661
  nChanged 2
		SP:Iteration 15Q (4979.190000 sec): 3 clusters
  Score: Raw -163699.679222 + Penalty 3554.084764 = -160145.594458
  nChanged 2
		SP:Iteration 16Q (4979.200000 sec): 3 clusters
  Score: Raw -163702.863045 + Penalty 3554.084764 = -160148.778282
  nChanged 5
		SP:Iteration 17Q (4979.200000 sec): 3 clusters
  Score: Raw -163715.829199 + Penalty 3554.084764 = -160161.744435
  nChanged 2
		SP:Iteration 18Q (4979.200000 sec): 3 clusters
  Score: Raw -163721.791135 + Penalty 3554.084764 = -160167.706372
  nChanged 3
		SP:Iteration 19Q (4979.210000 sec): 3 clusters
  Score: Raw -163729.378187 + Penalty 3554.084764 = -160175.293423
  nChanged 5
		SP:Iteration 20F (4979.210000 sec): 3 clusters
  Score: Raw -163741.852387 + Penalty 3554.084764 = -160187.767623
  nChanged 5
		SP:Iteration 21Q (4979.210000 sec): 3 clusters
  Score: Raw -163759.005950 + Penalty 3554.084764 = -160204.921186
  nChanged 2
		SP:Iteration 22Q (4979.220000 sec): 3 clusters
  Score: Raw -163766.048000 + Penalty 3554.084764 = -160211.963236
  nChanged 1
		SP:Iteration 23Q (4979.220000 sec): 3 clusters
  Score: Raw -163775.513019 + Penalty 3554.084764 = -160221.428255
  nChanged 1
		SP:Iteration 24Q (4979.230000 sec): 3 clusters
  Score: Raw -163780.737961 + Penalty 3554.084764 = -160226.653197
  nChanged 2
		SP:Iteration 25Q (4979.230000 sec): 3 clusters
  Score: Raw -163802.769114 + Penalty 3554.084764 = -160248.684351
  nChanged 2
		SP:Iteration 26Q (4979.230000 sec): 3 clusters
  Score: Raw -163822.737577 + Penalty 3554.084764 = -160268.652813
  nChanged 0
		SP:Iteration 27F (4979.240000 sec): 3 clusters
  Score: Raw -163822.737577 + Penalty 3554.084764 = -160268.652813
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 29.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4979.290000 sec): 2 clusters
  Score: Raw -2044294.936569 + Penalty 2362.219373 = -2041932.717196
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4979.340000 sec): 3 clusters
  Score: Raw -2036631.300082 + Penalty 4724.438746 = -2031906.861336
  nChanged 5861
		SP:Iteration 1F (4979.390000 sec): 3 clusters
  Score: Raw -2039812.744373 + Penalty 4724.438746 = -2035088.305627
  nChanged 840
		SP:Iteration 2F (4979.430000 sec): 3 clusters
  Score: Raw -2040153.136543 + Penalty 4724.438746 = -2035428.697798
  nChanged 640
		SP:Iteration 3Q (4979.480000 sec): 3 clusters
  Score: Raw -2040404.994843 + Penalty 4724.438746 = -2035680.556097
  nChanged 559
		SP:Iteration 4Q (4979.530000 sec): 3 clusters
  Score: Raw -2040617.003740 + Penalty 4724.438746 = -2035892.564994
  nChanged 474
		SP:Iteration 5Q (4979.580000 sec): 3 clusters
  Score: Raw -2040812.436662 + Penalty 4724.438746 = -2036087.997916
  nChanged 486
		SP:Iteration 6Q (4979.630000 sec): 3 clusters
  Score: Raw -2041036.167934 + Penalty 4724.438746 = -2036311.729188
  nChanged 505
		SP:Iteration 7Q (4979.680000 sec): 3 clusters
  Score: Raw -2041265.266228 + Penalty 4724.438746 = -2036540.827482
  nChanged 518
		SP:Iteration 8Q (4979.730000 sec): 3 clusters
  Score: Raw -2041521.061243 + Penalty 4724.438746 = -2036796.622497
  nChanged 550
		SP:Iteration 9Q (4979.780000 sec): 3 clusters
  Score: Raw -2041799.318985 + Penalty 4724.438746 = -2037074.880239
  nChanged 528
		SP:Iteration 10Q (4979.830000 sec): 3 clusters
  Score: Raw -2042112.816617 + Penalty 4724.438746 = -2037388.377871
  nChanged 597
		SP:Iteration 11Q (4979.880000 sec): 3 clusters
  Score: Raw -2042542.914595 + Penalty 4724.438746 = -2037818.475849
  nChanged 602
		SP:Iteration 12Q (4979.930000 sec): 3 clusters
  Score: Raw -2042999.194838 + Penalty 4724.438746 = -2038274.756092
  nChanged 529
		SP:Iteration 13Q (4979.970000 sec): 3 clusters
  Score: Raw -2043427.434016 + Penalty 4724.438746 = -2038702.995270
  nChanged 402
		SP:Iteration 14Q (4980.020000 sec): 3 clusters
  Score: Raw -2043761.857466 + Penalty 4724.438746 = -2039037.418720
  nChanged 338
		SP:Iteration 15Q (4980.070000 sec): 3 clusters
  Score: Raw -2044045.963214 + Penalty 4724.438746 = -2039321.524468
  nChanged 238
		SP:Iteration 16Q (4980.110000 sec): 3 clusters
  Score: Raw -2044237.404699 + Penalty 4724.438746 = -2039512.965954
  nChanged 175
		SP:Iteration 17Q (4980.150000 sec): 3 clusters
  Score: Raw -2044354.331903 + Penalty 4724.438746 = -2039629.893158
  nChanged 112
		SP:Iteration 18Q (4980.190000 sec): 3 clusters
  Score: Raw -2044412.474121 + Penalty 4724.438746 = -2039688.035375
  nChanged 82
		SP:Iteration 19Q (4980.230000 sec): 3 clusters
  Score: Raw -2044453.067657 + Penalty 4724.438746 = -2039728.628911
  nChanged 81
		SP:Iteration 20F (4980.280000 sec): 3 clusters
  Score: Raw -2044497.491559 + Penalty 4724.438746 = -2039773.052813
  nChanged 49
		SP:Iteration 21Q (4980.320000 sec): 3 clusters
  Score: Raw -2044522.573914 + Penalty 4724.438746 = -2039798.135168
  nChanged 37
		SP:Iteration 22Q (4980.360000 sec): 3 clusters
  Score: Raw -2044536.556901 + Penalty 4724.438746 = -2039812.118156
  nChanged 29
		SP:Iteration 23Q (4980.400000 sec): 3 clusters
  Score: Raw -2044551.556339 + Penalty 4724.438746 = -2039827.117593
  nChanged 23
		SP:Iteration 24Q (4980.430000 sec): 3 clusters
  Score: Raw -2044560.846916 + Penalty 4724.438746 = -2039836.408170
  nChanged 20
		SP:Iteration 25Q (4980.470000 sec): 3 clusters
  Score: Raw -2044569.874336 + Penalty 4724.438746 = -2039845.435590
  nChanged 17
		SP:Iteration 26Q (4980.510000 sec): 3 clusters
  Score: Raw -2044576.679314 + Penalty 4724.438746 = -2039852.240569
  nChanged 11
		SP:Iteration 27Q (4980.550000 sec): 3 clusters
  Score: Raw -2044582.053050 + Penalty 4724.438746 = -2039857.614304
  nChanged 15
		SP:Iteration 28Q (4980.580000 sec): 3 clusters
  Score: Raw -2044588.295135 + Penalty 4724.438746 = -2039863.856389
  nChanged 19
		SP:Iteration 29Q (4980.620000 sec): 3 clusters
  Score: Raw -2044598.825307 + Penalty 4724.438746 = -2039874.386562
  nChanged 18
		SP:Iteration 30Q (4980.660000 sec): 3 clusters
  Score: Raw -2044607.694427 + Penalty 4724.438746 = -2039883.255681
  nChanged 21
		SP:Iteration 31Q (4980.690000 sec): 3 clusters
  Score: Raw -2044618.477521 + Penalty 4724.438746 = -2039894.038776
  nChanged 15
		SP:Iteration 32Q (4980.730000 sec): 3 clusters
  Score: Raw -2044625.220387 + Penalty 4724.438746 = -2039900.781641
  nChanged 4
		SP:Iteration 33Q (4980.770000 sec): 3 clusters
  Score: Raw -2044627.185042 + Penalty 4724.438746 = -2039902.746296
  nChanged 3
		SP:Iteration 34Q (4980.810000 sec): 3 clusters
  Score: Raw -2044628.028515 + Penalty 4724.438746 = -2039903.589769
  nChanged 1
		SP:Iteration 35Q (4980.840000 sec): 3 clusters
  Score: Raw -2044628.310608 + Penalty 4724.438746 = -2039903.871862
  nChanged 1
		SP:Iteration 36Q (4980.880000 sec): 3 clusters
  Score: Raw -2044628.822704 + Penalty 4724.438746 = -2039904.383958
  nChanged 2
		SP:Iteration 37Q (4980.920000 sec): 3 clusters
  Score: Raw -2044629.768628 + Penalty 4724.438746 = -2039905.329882
  nChanged 2
		SP:Iteration 38Q (4980.950000 sec): 3 clusters
  Score: Raw -2044630.921910 + Penalty 4724.438746 = -2039906.483165
  nChanged 5
		SP:Iteration 39Q (4980.990000 sec): 3 clusters
  Score: Raw -2044633.241331 + Penalty 4724.438746 = -2039908.802585
  nChanged 4
		SP:Iteration 40F (4981.040000 sec): 3 clusters
  Score: Raw -2044634.836630 + Penalty 4724.438746 = -2039910.397885
  nChanged 2
		SP:Iteration 41Q (4981.080000 sec): 3 clusters
  Score: Raw -2044635.233679 + Penalty 4724.438746 = -2039910.794933
  nChanged 0
		SP:Iteration 42F (4981.130000 sec): 3 clusters
  Score: Raw -2044635.233679 + Penalty 4724.438746 = -2039910.794933
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69725 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4981.360000 sec): 2 clusters
  Score: Raw -10196498.751899 + Penalty 2765.773925 = -10193732.977974
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4981.620000 sec): 3 clusters
  Score: Raw -10152458.735221 + Penalty 5531.547849 = -10146927.187372
  nChanged 32509
		SP:Iteration 1F (4981.870000 sec): 3 clusters
  Score: Raw -10170896.436588 + Penalty 5531.547849 = -10165364.888738
  nChanged 2706
		SP:Iteration 2Q (4982.130000 sec): 3 clusters
  Score: Raw -10171804.236385 + Penalty 5531.547849 = -10166272.688535
  nChanged 3128
		SP:Iteration 3Q (4982.400000 sec): 3 clusters
  Score: Raw -10173163.519376 + Penalty 5531.547849 = -10167631.971526
  nChanged 3879
		SP:Iteration 4F (4982.650000 sec): 3 clusters
  Score: Raw -10175308.727992 + Penalty 5531.547849 = -10169777.180143
  nChanged 4973
		SP:Iteration 5F (4982.910000 sec): 3 clusters
  Score: Raw -10178849.595869 + Penalty 5531.547849 = -10173318.048019
  nChanged 6004
		SP:Iteration 6F (4983.170000 sec): 3 clusters
  Score: Raw -10184099.453323 + Penalty 5531.547849 = -10178567.905474
  nChanged 5965
		SP:Iteration 7F (4983.420000 sec): 3 clusters
  Score: Raw -10189979.998639 + Penalty 5531.547849 = -10184448.450790
  nChanged 4127
		SP:Iteration 8F (4983.670000 sec): 3 clusters
  Score: Raw -10194037.156254 + Penalty 5531.547849 = -10188505.608404
  nChanged 1848
		SP:Iteration 9Q (4983.890000 sec): 3 clusters
  Score: Raw -10195784.101724 + Penalty 5531.547849 = -10190252.553874
  nChanged 611
		SP:Iteration 10Q (4984.090000 sec): 3 clusters
  Score: Raw -10196366.844247 + Penalty 5531.547849 = -10190835.296397
  nChanged 174
		SP:Iteration 11Q (4984.280000 sec): 3 clusters
  Score: Raw -10196586.940636 + Penalty 5531.547849 = -10191055.392787
  nChanged 72
		SP:Iteration 12Q (4984.450000 sec): 3 clusters
  Score: Raw -10196688.220800 + Penalty 5531.547849 = -10191156.672950
  nChanged 28
		SP:Iteration 13Q (4984.630000 sec): 3 clusters
  Score: Raw -10196729.798630 + Penalty 5531.547849 = -10191198.250780
  nChanged 21
		SP:Iteration 14Q (4984.810000 sec): 3 clusters
  Score: Raw -10196773.710424 + Penalty 5531.547849 = -10191242.162575
  nChanged 17
		SP:Iteration 15Q (4984.990000 sec): 3 clusters
  Score: Raw -10196804.940599 + Penalty 5531.547849 = -10191273.392749
  nChanged 11
		SP:Iteration 16Q (4985.160000 sec): 3 clusters
  Score: Raw -10196828.850173 + Penalty 5531.547849 = -10191297.302323
  nChanged 5
		SP:Iteration 17Q (4985.330000 sec): 3 clusters
  Score: Raw -10196836.491237 + Penalty 5531.547849 = -10191304.943388
  nChanged 2
		SP:Iteration 18Q (4985.510000 sec): 3 clusters
  Score: Raw -10196840.422830 + Penalty 5531.547849 = -10191308.874981
  nChanged 3
		SP:Iteration 19Q (4985.680000 sec): 3 clusters
  Score: Raw -10196843.038520 + Penalty 5531.547849 = -10191311.490671
  nChanged 2
		SP:Iteration 20F (4985.930000 sec): 3 clusters
  Score: Raw -10196847.108049 + Penalty 5531.547849 = -10191315.560200
  nChanged 1
		SP:Iteration 21Q (4986.110000 sec): 3 clusters
  Score: Raw -10196852.058870 + Penalty 5531.547849 = -10191320.511020
  nChanged 2
		SP:Iteration 22Q (4986.280000 sec): 3 clusters
  Score: Raw -10196856.435383 + Penalty 5531.547849 = -10191324.887533
  nChanged 1
		SP:Iteration 23Q (4986.450000 sec): 3 clusters
  Score: Raw -10196856.960204 + Penalty 5531.547849 = -10191325.412354
  nChanged 0
		SP:Iteration 24F (4986.710000 sec): 3 clusters
  Score: Raw -10196856.960204 + Penalty 5531.547849 = -10191325.412354
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2723 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4986.740000 sec): 2 clusters
  Score: Raw -385965.745451 + Penalty 1961.553394 = -384004.192057
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4986.750000 sec): 3 clusters
  Score: Raw -384816.685697 + Penalty 3923.106788 = -380893.578909
  nChanged 954
		SP:Iteration 1F (4986.760000 sec): 3 clusters
  Score: Raw -385406.813058 + Penalty 3923.106788 = -381483.706270
  nChanged 208
		SP:Iteration 2F (4986.770000 sec): 3 clusters
  Score: Raw -385551.340292 + Penalty 3923.106788 = -381628.233503
  nChanged 122
		SP:Iteration 3Q (4986.780000 sec): 3 clusters
  Score: Raw -385630.108511 + Penalty 3923.106788 = -381707.001723
  nChanged 82
		SP:Iteration 4Q (4986.790000 sec): 3 clusters
  Score: Raw -385680.983958 + Penalty 3923.106788 = -381757.877170
  nChanged 58
		SP:Iteration 5Q (4986.800000 sec): 3 clusters
  Score: Raw -385717.108954 + Penalty 3923.106788 = -381794.002165
  nChanged 40
		SP:Iteration 6Q (4986.810000 sec): 3 clusters
  Score: Raw -385739.451602 + Penalty 3923.106788 = -381816.344814
  nChanged 27
		SP:Iteration 7Q (4986.820000 sec): 3 clusters
  Score: Raw -385751.726316 + Penalty 3923.106788 = -381828.619528
  nChanged 19
		SP:Iteration 8Q (4986.830000 sec): 3 clusters
  Score: Raw -385763.787571 + Penalty 3923.106788 = -381840.680783
  nChanged 20
		SP:Iteration 9Q (4986.840000 sec): 3 clusters
  Score: Raw -385774.725267 + Penalty 3923.106788 = -381851.618479
  nChanged 20
		SP:Iteration 10Q (4986.850000 sec): 3 clusters
  Score: Raw -385786.773263 + Penalty 3923.106788 = -381863.666475
  nChanged 20
		SP:Iteration 11Q (4986.860000 sec): 3 clusters
  Score: Raw -385796.701427 + Penalty 3923.106788 = -381873.594638
  nChanged 18
		SP:Iteration 12Q (4986.870000 sec): 3 clusters
  Score: Raw -385806.480442 + Penalty 3923.106788 = -381883.373654
  nChanged 19
		SP:Iteration 13Q (4986.880000 sec): 3 clusters
  Score: Raw -385813.822332 + Penalty 3923.106788 = -381890.715543
  nChanged 8
		SP:Iteration 14Q (4986.890000 sec): 3 clusters
  Score: Raw -385819.127704 + Penalty 3923.106788 = -381896.020915
  nChanged 8
		SP:Iteration 15Q (4986.900000 sec): 3 clusters
  Score: Raw -385821.816028 + Penalty 3923.106788 = -381898.709240
  nChanged 7
		SP:Iteration 16Q (4986.910000 sec): 3 clusters
  Score: Raw -385825.407235 + Penalty 3923.106788 = -381902.300447
  nChanged 9
		SP:Iteration 17Q (4986.920000 sec): 3 clusters
  Score: Raw -385833.312275 + Penalty 3923.106788 = -381910.205486
  nChanged 9
		SP:Iteration 18Q (4986.930000 sec): 3 clusters
  Score: Raw -385839.245816 + Penalty 3923.106788 = -381916.139028
  nChanged 10
		SP:Iteration 19Q (4986.940000 sec): 3 clusters
  Score: Raw -385843.483362 + Penalty 3923.106788 = -381920.376574
  nChanged 7
		SP:Iteration 20F (4986.950000 sec): 3 clusters
  Score: Raw -385845.352271 + Penalty 3923.106788 = -381922.245482
  nChanged 3
		SP:Iteration 21Q (4986.950000 sec): 3 clusters
  Score: Raw -385847.059943 + Penalty 3923.106788 = -381923.953154
  nChanged 4
		SP:Iteration 22Q (4986.970000 sec): 3 clusters
  Score: Raw -385850.525374 + Penalty 3923.106788 = -381927.418586
  nChanged 8
		SP:Iteration 23Q (4986.970000 sec): 3 clusters
  Score: Raw -385854.616168 + Penalty 3923.106788 = -381931.509380
  nChanged 9
		SP:Iteration 24Q (4986.990000 sec): 3 clusters
  Score: Raw -385859.251765 + Penalty 3923.106788 = -381936.144976
  nChanged 8
		SP:Iteration 25Q (4986.990000 sec): 3 clusters
  Score: Raw -385862.519514 + Penalty 3923.106788 = -381939.412725
  nChanged 5
		SP:Iteration 26Q (4987.010000 sec): 3 clusters
  Score: Raw -385864.402532 + Penalty 3923.106788 = -381941.295743
  nChanged 2
		SP:Iteration 27Q (4987.010000 sec): 3 clusters
  Score: Raw -385865.208996 + Penalty 3923.106788 = -381942.102207
  nChanged 5
		SP:Iteration 28Q (4987.020000 sec): 3 clusters
  Score: Raw -385866.779746 + Penalty 3923.106788 = -381943.672958
  nChanged 3
		SP:Iteration 29Q (4987.030000 sec): 3 clusters
  Score: Raw -385867.556692 + Penalty 3923.106788 = -381944.449904
  nChanged 1
		SP:Iteration 30Q (4987.040000 sec): 3 clusters
  Score: Raw -385868.088220 + Penalty 3923.106788 = -381944.981432
  nChanged 0
		SP:Iteration 31F (4987.050000 sec): 3 clusters
  Score: Raw -385868.088220 + Penalty 3923.106788 = -381944.981432
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4987.060000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4987.060000 sec): 3 clusters
  Score: Raw -168819.369741 + Penalty 3494.272938 = -165325.096803
  nChanged 313
		SP:Iteration 1F (4987.060000 sec): 3 clusters
  Score: Raw -169125.170733 + Penalty 3494.272938 = -165630.897795
  nChanged 77
		SP:Iteration 2F (4987.070000 sec): 3 clusters
  Score: Raw -169212.660536 + Penalty 3494.272938 = -165718.387598
  nChanged 35
		SP:Iteration 3Q (4987.070000 sec): 3 clusters
  Score: Raw -169257.229519 + Penalty 3494.272938 = -165762.956581
  nChanged 22
		SP:Iteration 4Q (4987.080000 sec): 3 clusters
  Score: Raw -169277.748120 + Penalty 3494.272938 = -165783.475182
  nChanged 12
		SP:Iteration 5Q (4987.080000 sec): 3 clusters
  Score: Raw -169295.774495 + Penalty 3494.272938 = -165801.501557
  nChanged 7
		SP:Iteration 6Q (4987.090000 sec): 3 clusters
  Score: Raw -169301.491145 + Penalty 3494.272938 = -165807.218207
  nChanged 6
		SP:Iteration 7Q (4987.090000 sec): 3 clusters
  Score: Raw -169308.858274 + Penalty 3494.272938 = -165814.585336
  nChanged 7
		SP:Iteration 8Q (4987.090000 sec): 3 clusters
  Score: Raw -169318.167943 + Penalty 3494.272938 = -165823.895005
  nChanged 5
		SP:Iteration 9Q (4987.100000 sec): 3 clusters
  Score: Raw -169322.496859 + Penalty 3494.272938 = -165828.223921
  nChanged 5
		SP:Iteration 10Q (4987.100000 sec): 3 clusters
  Score: Raw -169326.603870 + Penalty 3494.272938 = -165832.330932
  nChanged 4
		SP:Iteration 11Q (4987.110000 sec): 3 clusters
  Score: Raw -169331.351402 + Penalty 3494.272938 = -165837.078464
  nChanged 3
		SP:Iteration 12Q (4987.110000 sec): 3 clusters
  Score: Raw -169335.533610 + Penalty 3494.272938 = -165841.260672
  nChanged 4
		SP:Iteration 13Q (4987.110000 sec): 3 clusters
  Score: Raw -169340.062748 + Penalty 3494.272938 = -165845.789810
  nChanged 3
		SP:Iteration 14Q (4987.120000 sec): 3 clusters
  Score: Raw -169343.132807 + Penalty 3494.272938 = -165848.859869
  nChanged 3
		SP:Iteration 15Q (4987.120000 sec): 3 clusters
  Score: Raw -169346.532019 + Penalty 3494.272938 = -165852.259081
  nChanged 2
		SP:Iteration 16Q (4987.130000 sec): 3 clusters
  Score: Raw -169348.667348 + Penalty 3494.272938 = -165854.394410
  nChanged 0
		SP:Iteration 17F (4987.130000 sec): 3 clusters
  Score: Raw -169348.667348 + Penalty 3494.272938 = -165854.394410
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1848 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4987.140000 sec): 2 clusters
  Score: Raw -257511.669752 + Penalty 1865.421095 = -255646.248658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4987.140000 sec): 3 clusters
  Score: Raw -257005.599514 + Penalty 3730.842189 = -253274.757325
  nChanged 623
		SP:Iteration 1F (4987.150000 sec): 3 clusters
  Score: Raw -257725.159564 + Penalty 3730.842189 = -253994.317375
  nChanged 194
		SP:Iteration 2F (4987.160000 sec): 3 clusters
  Score: Raw -257968.099157 + Penalty 3730.842189 = -254237.256968
  nChanged 105
		SP:Iteration 3F (4987.160000 sec): 3 clusters
  Score: Raw -258128.918113 + Penalty 3730.842189 = -254398.075924
  nChanged 95
		SP:Iteration 4F (4987.170000 sec): 3 clusters
  Score: Raw -258284.512875 + Penalty 3730.842189 = -254553.670686
  nChanged 74
		SP:Iteration 5Q (4987.180000 sec): 3 clusters
  Score: Raw -258400.228991 + Penalty 3730.842189 = -254669.386802
  nChanged 52
		SP:Iteration 6Q (4987.180000 sec): 3 clusters
  Score: Raw -258458.510645 + Penalty 3730.842189 = -254727.668456
  nChanged 29
		SP:Iteration 7Q (4987.190000 sec): 3 clusters
  Score: Raw -258478.568436 + Penalty 3730.842189 = -254747.726247
  nChanged 16
		SP:Iteration 8Q (4987.190000 sec): 3 clusters
  Score: Raw -258490.493512 + Penalty 3730.842189 = -254759.651323
  nChanged 11
		SP:Iteration 9Q (4987.200000 sec): 3 clusters
  Score: Raw -258500.630080 + Penalty 3730.842189 = -254769.787891
  nChanged 5
		SP:Iteration 10Q (4987.210000 sec): 3 clusters
  Score: Raw -258509.717195 + Penalty 3730.842189 = -254778.875006
  nChanged 4
		SP:Iteration 11Q (4987.210000 sec): 3 clusters
  Score: Raw -258517.354219 + Penalty 3730.842189 = -254786.512030
  nChanged 6
		SP:Iteration 12Q (4987.220000 sec): 3 clusters
  Score: Raw -258522.725178 + Penalty 3730.842189 = -254791.882988
  nChanged 1
		SP:Iteration 13Q (4987.230000 sec): 3 clusters
  Score: Raw -258523.003930 + Penalty 3730.842189 = -254792.161741
  nChanged 2
		SP:Iteration 14Q (4987.230000 sec): 3 clusters
  Score: Raw -258524.098185 + Penalty 3730.842189 = -254793.255996
  nChanged 1
		SP:Iteration 15Q (4987.240000 sec): 3 clusters
  Score: Raw -258524.553641 + Penalty 3730.842189 = -254793.711452
  nChanged 0
		SP:Iteration 16F (4987.250000 sec): 3 clusters
  Score: Raw -258524.553641 + Penalty 3730.842189 = -254793.711452
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (11492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4987.290000 sec): 2 clusters
  Score: Raw -1755432.024497 + Penalty 2318.652792 = -1753113.371705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4987.330000 sec): 3 clusters
  Score: Raw -1749113.672878 + Penalty 4637.305584 = -1744476.367294
  nChanged 4875
		SP:Iteration 1F (4987.370000 sec): 3 clusters
  Score: Raw -1751683.914943 + Penalty 4637.305584 = -1747046.609359
  nChanged 706
		SP:Iteration 2F (4987.410000 sec): 3 clusters
  Score: Raw -1752001.884815 + Penalty 4637.305584 = -1747364.579231
  nChanged 558
		SP:Iteration 3Q (4987.450000 sec): 3 clusters
  Score: Raw -1752224.329278 + Penalty 4637.305584 = -1747587.023694
  nChanged 423
		SP:Iteration 4Q (4987.490000 sec): 3 clusters
  Score: Raw -1752386.213266 + Penalty 4637.305584 = -1747748.907682
  nChanged 399
		SP:Iteration 5Q (4987.530000 sec): 3 clusters
  Score: Raw -1752543.579897 + Penalty 4637.305584 = -1747906.274313
  nChanged 387
		SP:Iteration 6Q (4987.570000 sec): 3 clusters
  Score: Raw -1752692.366839 + Penalty 4637.305584 = -1748055.061255
  nChanged 345
		SP:Iteration 7Q (4987.610000 sec): 3 clusters
  Score: Raw -1752803.509880 + Penalty 4637.305584 = -1748166.204296
  nChanged 285
		SP:Iteration 8Q (4987.650000 sec): 3 clusters
  Score: Raw -1752891.966181 + Penalty 4637.305584 = -1748254.660597
  nChanged 259
		SP:Iteration 9Q (4987.700000 sec): 3 clusters
  Score: Raw -1752967.907865 + Penalty 4637.305584 = -1748330.602281
  nChanged 219
		SP:Iteration 10Q (4987.740000 sec): 3 clusters
  Score: Raw -1753029.689550 + Penalty 4637.305584 = -1748392.383965
  nChanged 203
		SP:Iteration 11Q (4987.780000 sec): 3 clusters
  Score: Raw -1753088.358234 + Penalty 4637.305584 = -1748451.052649
  nChanged 193
		SP:Iteration 12Q (4987.820000 sec): 3 clusters
  Score: Raw -1753143.641614 + Penalty 4637.305584 = -1748506.336029
  nChanged 217
		SP:Iteration 13Q (4987.860000 sec): 3 clusters
  Score: Raw -1753207.833036 + Penalty 4637.305584 = -1748570.527451
  nChanged 214
		SP:Iteration 14Q (4987.900000 sec): 3 clusters
  Score: Raw -1753268.209110 + Penalty 4637.305584 = -1748630.903525
  nChanged 208
		SP:Iteration 15Q (4987.940000 sec): 3 clusters
  Score: Raw -1753334.177663 + Penalty 4637.305584 = -1748696.872078
  nChanged 223
		SP:Iteration 16Q (4987.980000 sec): 3 clusters
  Score: Raw -1753404.593146 + Penalty 4637.305584 = -1748767.287562
  nChanged 246
		SP:Iteration 17Q (4988.030000 sec): 3 clusters
  Score: Raw -1753496.013998 + Penalty 4637.305584 = -1748858.708414
  nChanged 263
		SP:Iteration 18Q (4988.070000 sec): 3 clusters
  Score: Raw -1753600.166183 + Penalty 4637.305584 = -1748962.860599
  nChanged 297
		SP:Iteration 19Q (4988.110000 sec): 3 clusters
  Score: Raw -1753727.877309 + Penalty 4637.305584 = -1749090.571725
  nChanged 326
		SP:Iteration 20F (4988.150000 sec): 3 clusters
  Score: Raw -1753892.485301 + Penalty 4637.305584 = -1749255.179717
  nChanged 347
		SP:Iteration 21Q (4988.190000 sec): 3 clusters
  Score: Raw -1754090.093701 + Penalty 4637.305584 = -1749452.788117
  nChanged 384
		SP:Iteration 22Q (4988.230000 sec): 3 clusters
  Score: Raw -1754315.147694 + Penalty 4637.305584 = -1749677.842110
  nChanged 388
		SP:Iteration 23Q (4988.270000 sec): 3 clusters
  Score: Raw -1754553.022257 + Penalty 4637.305584 = -1749915.716673
  nChanged 373
		SP:Iteration 24Q (4988.310000 sec): 3 clusters
  Score: Raw -1754801.956463 + Penalty 4637.305584 = -1750164.650879
  nChanged 352
		SP:Iteration 25Q (4988.350000 sec): 3 clusters
  Score: Raw -1755034.725071 + Penalty 4637.305584 = -1750397.419487
  nChanged 272
		SP:Iteration 26Q (4988.390000 sec): 3 clusters
  Score: Raw -1755226.054233 + Penalty 4637.305584 = -1750588.748649
  nChanged 213
		SP:Iteration 27Q (4988.430000 sec): 3 clusters
  Score: Raw -1755379.395282 + Penalty 4637.305584 = -1750742.089698
  nChanged 175
		SP:Iteration 28Q (4988.470000 sec): 3 clusters
  Score: Raw -1755514.508830 + Penalty 4637.305584 = -1750877.203246
  nChanged 134
		SP:Iteration 29Q (4988.510000 sec): 3 clusters
  Score: Raw -1755621.817877 + Penalty 4637.305584 = -1750984.512292
  nChanged 94
		SP:Iteration 30Q (4988.550000 sec): 3 clusters
  Score: Raw -1755688.240761 + Penalty 4637.305584 = -1751050.935177
  nChanged 48
		SP:Iteration 31Q (4988.590000 sec): 3 clusters
  Score: Raw -1755717.015182 + Penalty 4637.305584 = -1751079.709598
  nChanged 32
		SP:Iteration 32Q (4988.620000 sec): 3 clusters
  Score: Raw -1755740.702633 + Penalty 4637.305584 = -1751103.397049
  nChanged 27
		SP:Iteration 33Q (4988.660000 sec): 3 clusters
  Score: Raw -1755760.883913 + Penalty 4637.305584 = -1751123.578328
  nChanged 16
		SP:Iteration 34Q (4988.690000 sec): 3 clusters
  Score: Raw -1755772.127029 + Penalty 4637.305584 = -1751134.821444
  nChanged 15
		SP:Iteration 35Q (4988.730000 sec): 3 clusters
  Score: Raw -1755783.193080 + Penalty 4637.305584 = -1751145.887495
  nChanged 13
		SP:Iteration 36Q (4988.760000 sec): 3 clusters
  Score: Raw -1755794.337604 + Penalty 4637.305584 = -1751157.032020
  nChanged 12
		SP:Iteration 37Q (4988.800000 sec): 3 clusters
  Score: Raw -1755803.122585 + Penalty 4637.305584 = -1751165.817001
  nChanged 15
		SP:Iteration 38Q (4988.830000 sec): 3 clusters
  Score: Raw -1755815.918669 + Penalty 4637.305584 = -1751178.613084
  nChanged 12
		SP:Iteration 39Q (4988.870000 sec): 3 clusters
  Score: Raw -1755825.576389 + Penalty 4637.305584 = -1751188.270805
  nChanged 10
		SP:Iteration 40F (4988.910000 sec): 3 clusters
  Score: Raw -1755833.596431 + Penalty 4637.305584 = -1751196.290846
  nChanged 6
		SP:Iteration 41Q (4988.940000 sec): 3 clusters
  Score: Raw -1755839.208075 + Penalty 4637.305584 = -1751201.902490
  nChanged 3
		SP:Iteration 42Q (4988.970000 sec): 3 clusters
  Score: Raw -1755841.677441 + Penalty 4637.305584 = -1751204.371856
  nChanged 4
		SP:Iteration 43Q (4989.010000 sec): 3 clusters
  Score: Raw -1755844.975250 + Penalty 4637.305584 = -1751207.669666
  nChanged 2
		SP:Iteration 44Q (4989.040000 sec): 3 clusters
  Score: Raw -1755845.807666 + Penalty 4637.305584 = -1751208.502082
  nChanged 0
		SP:Iteration 45F (4989.090000 sec): 3 clusters
  Score: Raw -1755845.807666 + Penalty 4637.305584 = -1751208.502082
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4989.130000 sec): 2 clusters
  Score: Raw -1988688.079008 + Penalty 2370.042129 = -1986318.036879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4989.180000 sec): 3 clusters
  Score: Raw -1980695.004697 + Penalty 4740.084257 = -1975954.920440
  nChanged 6029
		SP:Iteration 1F (4989.230000 sec): 3 clusters
  Score: Raw -1984050.730253 + Penalty 4740.084257 = -1979310.645996
  nChanged 899
		SP:Iteration 2F (4989.280000 sec): 3 clusters
  Score: Raw -1984455.450715 + Penalty 4740.084257 = -1979715.366457
  nChanged 722
		SP:Iteration 3F (4989.330000 sec): 3 clusters
  Score: Raw -1984777.838171 + Penalty 4740.084257 = -1980037.753913
  nChanged 651
		SP:Iteration 4Q (4989.380000 sec): 3 clusters
  Score: Raw -1985072.028299 + Penalty 4740.084257 = -1980331.944041
  nChanged 574
		SP:Iteration 5Q (4989.430000 sec): 3 clusters
  Score: Raw -1985338.461961 + Penalty 4740.084257 = -1980598.377703
  nChanged 576
		SP:Iteration 6Q (4989.490000 sec): 3 clusters
  Score: Raw -1985632.334010 + Penalty 4740.084257 = -1980892.249753
  nChanged 591
		SP:Iteration 7Q (4989.530000 sec): 3 clusters
  Score: Raw -1985952.681093 + Penalty 4740.084257 = -1981212.596835
  nChanged 555
		SP:Iteration 8Q (4989.590000 sec): 3 clusters
  Score: Raw -1986274.827167 + Penalty 4740.084257 = -1981534.742910
  nChanged 571
		SP:Iteration 9Q (4989.640000 sec): 3 clusters
  Score: Raw -1986669.101396 + Penalty 4740.084257 = -1981929.017138
  nChanged 591
		SP:Iteration 10Q (4989.690000 sec): 3 clusters
  Score: Raw -1987129.032212 + Penalty 4740.084257 = -1982388.947954
  nChanged 572
		SP:Iteration 11Q (4989.740000 sec): 3 clusters
  Score: Raw -1987644.845261 + Penalty 4740.084257 = -1982904.761003
  nChanged 504
		SP:Iteration 12Q (4989.790000 sec): 3 clusters
  Score: Raw -1988166.942215 + Penalty 4740.084257 = -1983426.857958
  nChanged 384
		SP:Iteration 13Q (4989.830000 sec): 3 clusters
  Score: Raw -1988585.617280 + Penalty 4740.084257 = -1983845.533022
  nChanged 296
		SP:Iteration 14Q (4989.880000 sec): 3 clusters
  Score: Raw -1988869.621474 + Penalty 4740.084257 = -1984129.537216
  nChanged 200
		SP:Iteration 15Q (4989.920000 sec): 3 clusters
  Score: Raw -1989029.846833 + Penalty 4740.084257 = -1984289.762575
  nChanged 141
		SP:Iteration 16Q (4989.960000 sec): 3 clusters
  Score: Raw -1989130.037333 + Penalty 4740.084257 = -1984389.953076
  nChanged 111
		SP:Iteration 17Q (4990.000000 sec): 3 clusters
  Score: Raw -1989203.457766 + Penalty 4740.084257 = -1984463.373509
  nChanged 73
		SP:Iteration 18Q (4990.040000 sec): 3 clusters
  Score: Raw -1989239.706882 + Penalty 4740.084257 = -1984499.622625
  nChanged 54
		SP:Iteration 19Q (4990.080000 sec): 3 clusters
  Score: Raw -1989265.701245 + Penalty 4740.084257 = -1984525.616988
  nChanged 36
		SP:Iteration 20F (4990.130000 sec): 3 clusters
  Score: Raw -1989286.695434 + Penalty 4740.084257 = -1984546.611177
  nChanged 38
		SP:Iteration 21Q (4990.170000 sec): 3 clusters
  Score: Raw -1989301.864197 + Penalty 4740.084257 = -1984561.779939
  nChanged 20
		SP:Iteration 22Q (4990.210000 sec): 3 clusters
  Score: Raw -1989309.784733 + Penalty 4740.084257 = -1984569.700475
  nChanged 12
		SP:Iteration 23Q (4990.250000 sec): 3 clusters
  Score: Raw -1989313.405806 + Penalty 4740.084257 = -1984573.321548
  nChanged 14
		SP:Iteration 24Q (4990.290000 sec): 3 clusters
  Score: Raw -1989318.348446 + Penalty 4740.084257 = -1984578.264189
  nChanged 14
		SP:Iteration 25Q (4990.330000 sec): 3 clusters
  Score: Raw -1989323.524401 + Penalty 4740.084257 = -1984583.440144
  nChanged 18
		SP:Iteration 26Q (4990.370000 sec): 3 clusters
  Score: Raw -1989329.270682 + Penalty 4740.084257 = -1984589.186425
  nChanged 4
		SP:Iteration 27Q (4990.400000 sec): 3 clusters
  Score: Raw -1989330.306552 + Penalty 4740.084257 = -1984590.222295
  nChanged 6
		SP:Iteration 28Q (4990.440000 sec): 3 clusters
  Score: Raw -1989331.499855 + Penalty 4740.084257 = -1984591.415597
  nChanged 3
		SP:Iteration 29Q (4990.480000 sec): 3 clusters
  Score: Raw -1989332.209791 + Penalty 4740.084257 = -1984592.125533
  nChanged 3
		SP:Iteration 30Q (4990.520000 sec): 3 clusters
  Score: Raw -1989333.153252 + Penalty 4740.084257 = -1984593.068995
  nChanged 5
		SP:Iteration 31Q (4990.560000 sec): 3 clusters
  Score: Raw -1989334.368925 + Penalty 4740.084257 = -1984594.284667
  nChanged 3
		SP:Iteration 32Q (4990.590000 sec): 3 clusters
  Score: Raw -1989335.204670 + Penalty 4740.084257 = -1984595.120412
  nChanged 3
		SP:Iteration 33Q (4990.630000 sec): 3 clusters
  Score: Raw -1989335.991535 + Penalty 4740.084257 = -1984595.907278
  nChanged 2
		SP:Iteration 34Q (4990.670000 sec): 3 clusters
  Score: Raw -1989337.008343 + Penalty 4740.084257 = -1984596.924085
  nChanged 1
		SP:Iteration 35Q (4990.710000 sec): 3 clusters
  Score: Raw -1989337.207560 + Penalty 4740.084257 = -1984597.123303
  nChanged 1
		SP:Iteration 36Q (4990.750000 sec): 3 clusters
  Score: Raw -1989337.342316 + Penalty 4740.084257 = -1984597.258058
  nChanged 1
		SP:Iteration 37Q (4990.790000 sec): 3 clusters
  Score: Raw -1989337.840550 + Penalty 4740.084257 = -1984597.756292
  nChanged 0
		SP:Iteration 38F (4990.840000 sec): 3 clusters
  Score: Raw -1989337.840550 + Penalty 4740.084257 = -1984597.756292
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4990.850000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4990.850000 sec): 3 clusters
  Score: Raw -73222.403039 + Penalty 3074.445443 = -70147.957596
  nChanged 89
		SP:Iteration 1F (4990.850000 sec): 3 clusters
  Score: Raw -73407.129548 + Penalty 3074.445443 = -70332.684105
  nChanged 16
		SP:Iteration 2Q (4990.850000 sec): 3 clusters
  Score: Raw -73442.393778 + Penalty 3074.445443 = -70367.948334
  nChanged 5
		SP:Iteration 3Q (4990.850000 sec): 3 clusters
  Score: Raw -73453.962578 + Penalty 3074.445443 = -70379.517135
  nChanged 7
		SP:Iteration 4Q (4990.850000 sec): 3 clusters
  Score: Raw -73471.210405 + Penalty 3074.445443 = -70396.764961
  nChanged 6
		SP:Iteration 5Q (4990.860000 sec): 3 clusters
  Score: Raw -73489.734448 + Penalty 3074.445443 = -70415.289005
  nChanged 5
		SP:Iteration 6Q (4990.860000 sec): 3 clusters
  Score: Raw -73498.387639 + Penalty 3074.445443 = -70423.942196
  nChanged 2
		SP:Iteration 7Q (4990.860000 sec): 3 clusters
  Score: Raw -73500.263298 + Penalty 3074.445443 = -70425.817855
  nChanged 0
		SP:Iteration 8F (4990.860000 sec): 3 clusters
  Score: Raw -73500.263298 + Penalty 3074.445443 = -70425.817855
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2176 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4990.870000 sec): 2 clusters
  Score: Raw -310094.928954 + Penalty 1905.940415 = -308188.988539
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4990.880000 sec): 3 clusters
  Score: Raw -309221.623892 + Penalty 3811.880830 = -305409.743062
  nChanged 723
		SP:Iteration 1F (4990.890000 sec): 3 clusters
  Score: Raw -309753.085646 + Penalty 3811.880830 = -305941.204816
  nChanged 149
		SP:Iteration 2F (4990.890000 sec): 3 clusters
  Score: Raw -309864.752561 + Penalty 3811.880830 = -306052.871731
  nChanged 79
		SP:Iteration 3Q (4990.900000 sec): 3 clusters
  Score: Raw -309928.292774 + Penalty 3811.880830 = -306116.411944
  nChanged 61
		SP:Iteration 4Q (4990.910000 sec): 3 clusters
  Score: Raw -309970.192191 + Penalty 3811.880830 = -306158.311362
  nChanged 37
		SP:Iteration 5Q (4990.920000 sec): 3 clusters
  Score: Raw -309994.461126 + Penalty 3811.880830 = -306182.580297
  nChanged 26
		SP:Iteration 6Q (4990.930000 sec): 3 clusters
  Score: Raw -310010.453705 + Penalty 3811.880830 = -306198.572876
  nChanged 20
		SP:Iteration 7Q (4990.930000 sec): 3 clusters
  Score: Raw -310021.569225 + Penalty 3811.880830 = -306209.688396
  nChanged 13
		SP:Iteration 8Q (4990.940000 sec): 3 clusters
  Score: Raw -310027.590679 + Penalty 3811.880830 = -306215.709849
  nChanged 11
		SP:Iteration 9Q (4990.950000 sec): 3 clusters
  Score: Raw -310032.139570 + Penalty 3811.880830 = -306220.258741
  nChanged 2
		SP:Iteration 10Q (4990.960000 sec): 3 clusters
  Score: Raw -310033.209650 + Penalty 3811.880830 = -306221.328821
  nChanged 1
		SP:Iteration 11Q (4990.970000 sec): 3 clusters
  Score: Raw -310033.519641 + Penalty 3811.880830 = -306221.638812
  nChanged 1
		SP:Iteration 12Q (4990.970000 sec): 3 clusters
  Score: Raw -310033.753728 + Penalty 3811.880830 = -306221.872899
  nChanged 0
		SP:Iteration 13F (4990.980000 sec): 3 clusters
  Score: Raw -310033.753728 + Penalty 3811.880830 = -306221.872899
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4991.090000 sec): 2 clusters
  Score: Raw -4638005.286736 + Penalty 2570.711947 = -4635434.574789
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4991.210000 sec): 3 clusters
  Score: Raw -4618885.159080 + Penalty 5141.423894 = -4613743.735185
  nChanged 14353
		SP:Iteration 1F (4991.320000 sec): 3 clusters
  Score: Raw -4626656.442692 + Penalty 5141.423894 = -4621515.018797
  nChanged 1424
		SP:Iteration 2Q (4991.440000 sec): 3 clusters
  Score: Raw -4627118.224076 + Penalty 5141.423894 = -4621976.800181
  nChanged 1297
		SP:Iteration 3Q (4991.560000 sec): 3 clusters
  Score: Raw -4627591.504881 + Penalty 5141.423894 = -4622450.080987
  nChanged 1329
		SP:Iteration 4Q (4991.680000 sec): 3 clusters
  Score: Raw -4628164.487635 + Penalty 5141.423894 = -4623023.063741
  nChanged 1522
		SP:Iteration 5Q (4991.800000 sec): 3 clusters
  Score: Raw -4628974.761300 + Penalty 5141.423894 = -4623833.337405
  nChanged 1773
		SP:Iteration 6F (4991.910000 sec): 3 clusters
  Score: Raw -4630122.261485 + Penalty 5141.423894 = -4624980.837591
  nChanged 2025
		SP:Iteration 7F (4992.030000 sec): 3 clusters
  Score: Raw -4631659.279152 + Penalty 5141.423894 = -4626517.855258
  nChanged 2106
		SP:Iteration 8F (4992.140000 sec): 3 clusters
  Score: Raw -4633424.593644 + Penalty 5141.423894 = -4628283.169750
  nChanged 1887
		SP:Iteration 9F (4992.260000 sec): 3 clusters
  Score: Raw -4635156.925936 + Penalty 5141.423894 = -4630015.502041
  nChanged 1519
		SP:Iteration 10Q (4992.370000 sec): 3 clusters
  Score: Raw -4636576.021809 + Penalty 5141.423894 = -4631434.597915
  nChanged 914
		SP:Iteration 11Q (4992.470000 sec): 3 clusters
  Score: Raw -4637396.214015 + Penalty 5141.423894 = -4632254.790120
  nChanged 423
		SP:Iteration 12Q (4992.560000 sec): 3 clusters
  Score: Raw -4637757.961986 + Penalty 5141.423894 = -4632616.538091
  nChanged 235
		SP:Iteration 13Q (4992.650000 sec): 3 clusters
  Score: Raw -4637978.304635 + Penalty 5141.423894 = -4632836.880741
  nChanged 137
		SP:Iteration 14Q (4992.730000 sec): 3 clusters
  Score: Raw -4638118.768268 + Penalty 5141.423894 = -4632977.344373
  nChanged 71
		SP:Iteration 15Q (4992.820000 sec): 3 clusters
  Score: Raw -4638194.231168 + Penalty 5141.423894 = -4633052.807274
  nChanged 37
		SP:Iteration 16Q (4992.900000 sec): 3 clusters
  Score: Raw -4638228.498195 + Penalty 5141.423894 = -4633087.074301
  nChanged 25
		SP:Iteration 17Q (4992.980000 sec): 3 clusters
  Score: Raw -4638255.192127 + Penalty 5141.423894 = -4633113.768233
  nChanged 18
		SP:Iteration 18Q (4993.060000 sec): 3 clusters
  Score: Raw -4638272.706849 + Penalty 5141.423894 = -4633131.282955
  nChanged 12
		SP:Iteration 19Q (4993.140000 sec): 3 clusters
  Score: Raw -4638284.423517 + Penalty 5141.423894 = -4633142.999623
  nChanged 11
		SP:Iteration 20F (4993.260000 sec): 3 clusters
  Score: Raw -4638294.326342 + Penalty 5141.423894 = -4633152.902448
  nChanged 5
		SP:Iteration 21Q (4993.340000 sec): 3 clusters
  Score: Raw -4638298.751606 + Penalty 5141.423894 = -4633157.327711
  nChanged 6
		SP:Iteration 22Q (4993.420000 sec): 3 clusters
  Score: Raw -4638303.521003 + Penalty 5141.423894 = -4633162.097109
  nChanged 1
		SP:Iteration 23Q (4993.500000 sec): 3 clusters
  Score: Raw -4638305.484132 + Penalty 5141.423894 = -4633164.060238
  nChanged 2
		SP:Iteration 24Q (4993.590000 sec): 3 clusters
  Score: Raw -4638307.475611 + Penalty 5141.423894 = -4633166.051717
  nChanged 3
		SP:Iteration 25Q (4993.670000 sec): 3 clusters
  Score: Raw -4638310.985385 + Penalty 5141.423894 = -4633169.561490
  nChanged 2
		SP:Iteration 26Q (4993.750000 sec): 3 clusters
  Score: Raw -4638313.119572 + Penalty 5141.423894 = -4633171.695677
  nChanged 1
		SP:Iteration 27Q (4993.830000 sec): 3 clusters
  Score: Raw -4638313.470817 + Penalty 5141.423894 = -4633172.046922
  nChanged 0
		SP:Iteration 28F (4993.940000 sec): 3 clusters
  Score: Raw -4638313.470817 + Penalty 5141.423894 = -4633172.046922
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4994.270000 sec): 2 clusters
  Score: Raw -14271812.684138 + Penalty 2850.668017 = -14268962.016121
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4994.630000 sec): 3 clusters
  Score: Raw -14209194.149512 + Penalty 5701.336035 = -14203492.813477
  nChanged 46207
		SP:Iteration 1F (4995.000000 sec): 3 clusters
  Score: Raw -14235929.844490 + Penalty 5701.336035 = -14230228.508455
  nChanged 3828
		SP:Iteration 2Q (4995.370000 sec): 3 clusters
  Score: Raw -14237183.768875 + Penalty 5701.336035 = -14231482.432841
  nChanged 4508
		SP:Iteration 3Q (4995.740000 sec): 3 clusters
  Score: Raw -14239064.504018 + Penalty 5701.336035 = -14233363.167983
  nChanged 5565
		SP:Iteration 4F (4996.110000 sec): 3 clusters
  Score: Raw -14242016.190886 + Penalty 5701.336035 = -14236314.854851
  nChanged 6726
		SP:Iteration 5F (4996.470000 sec): 3 clusters
  Score: Raw -14246434.469671 + Penalty 5701.336035 = -14240733.133636
  nChanged 7478
		SP:Iteration 6F (4996.830000 sec): 3 clusters
  Score: Raw -14252211.976688 + Penalty 5701.336035 = -14246510.640653
  nChanged 7111
		SP:Iteration 7F (4997.200000 sec): 3 clusters
  Score: Raw -14258299.004500 + Penalty 5701.336035 = -14252597.668465
  nChanged 5621
		SP:Iteration 8F (4997.560000 sec): 3 clusters
  Score: Raw -14263530.787474 + Penalty 5701.336035 = -14257829.451439
  nChanged 3688
		SP:Iteration 9Q (4997.910000 sec): 3 clusters
  Score: Raw -14267381.755241 + Penalty 5701.336035 = -14261680.419206
  nChanged 2179
		SP:Iteration 10Q (4998.230000 sec): 3 clusters
  Score: Raw -14269691.268205 + Penalty 5701.336035 = -14263989.932170
  nChanged 1347
		SP:Iteration 11Q (4998.530000 sec): 3 clusters
  Score: Raw -14270771.326791 + Penalty 5701.336035 = -14265069.990756
  nChanged 864
		SP:Iteration 12Q (4998.810000 sec): 3 clusters
  Score: Raw -14271297.154992 + Penalty 5701.336035 = -14265595.818957
  nChanged 588
		SP:Iteration 13Q (4999.080000 sec): 3 clusters
  Score: Raw -14271586.802413 + Penalty 5701.336035 = -14265885.466378
  nChanged 455
		SP:Iteration 14Q (4999.360000 sec): 3 clusters
  Score: Raw -14271787.772107 + Penalty 5701.336035 = -14266086.436072
  nChanged 404
		SP:Iteration 15Q (4999.630000 sec): 3 clusters
  Score: Raw -14271961.105308 + Penalty 5701.336035 = -14266259.769273
  nChanged 333
		SP:Iteration 16Q (4999.900000 sec): 3 clusters
  Score: Raw -14272082.586586 + Penalty 5701.336035 = -14266381.250551
  nChanged 253
		SP:Iteration 17Q (5000.170000 sec): 3 clusters
  Score: Raw -14272170.755141 + Penalty 5701.336035 = -14266469.419106
  nChanged 236
		SP:Iteration 18Q (5000.430000 sec): 3 clusters
  Score: Raw -14272243.369071 + Penalty 5701.336035 = -14266542.033036
  nChanged 197
		SP:Iteration 19Q (5000.700000 sec): 3 clusters
  Score: Raw -14272299.838996 + Penalty 5701.336035 = -14266598.502961
  nChanged 183
		SP:Iteration 20F (5001.060000 sec): 3 clusters
  Score: Raw -14272349.881877 + Penalty 5701.336035 = -14266648.545842
  nChanged 149
		SP:Iteration 21Q (5001.320000 sec): 3 clusters
  Score: Raw -14272388.106204 + Penalty 5701.336035 = -14266686.770169
  nChanged 122
		SP:Iteration 22Q (5001.590000 sec): 3 clusters
  Score: Raw -14272420.695117 + Penalty 5701.336035 = -14266719.359082
  nChanged 112
		SP:Iteration 23Q (5001.850000 sec): 3 clusters
  Score: Raw -14272450.661881 + Penalty 5701.336035 = -14266749.325846
  nChanged 96
		SP:Iteration 24Q (5002.120000 sec): 3 clusters
  Score: Raw -14272474.890576 + Penalty 5701.336035 = -14266773.554541
  nChanged 92
		SP:Iteration 25Q (5002.380000 sec): 3 clusters
  Score: Raw -14272496.136111 + Penalty 5701.336035 = -14266794.800076
  nChanged 84
		SP:Iteration 26Q (5002.640000 sec): 3 clusters
  Score: Raw -14272516.721647 + Penalty 5701.336035 = -14266815.385612
  nChanged 72
		SP:Iteration 27Q (5002.900000 sec): 3 clusters
  Score: Raw -14272530.416570 + Penalty 5701.336035 = -14266829.080535
  nChanged 49
		SP:Iteration 28Q (5003.160000 sec): 3 clusters
  Score: Raw -14272540.645774 + Penalty 5701.336035 = -14266839.309739
  nChanged 32
		SP:Iteration 29Q (5003.420000 sec): 3 clusters
  Score: Raw -14272547.501021 + Penalty 5701.336035 = -14266846.164986
  nChanged 34
		SP:Iteration 30Q (5003.680000 sec): 3 clusters
  Score: Raw -14272553.404997 + Penalty 5701.336035 = -14266852.068962
  nChanged 33
		SP:Iteration 31Q (5003.940000 sec): 3 clusters
  Score: Raw -14272560.088761 + Penalty 5701.336035 = -14266858.752726
  nChanged 36
		SP:Iteration 32Q (5004.200000 sec): 3 clusters
  Score: Raw -14272566.620564 + Penalty 5701.336035 = -14266865.284529
  nChanged 29
		SP:Iteration 33Q (5004.450000 sec): 3 clusters
  Score: Raw -14272571.070294 + Penalty 5701.336035 = -14266869.734259
  nChanged 22
		SP:Iteration 34Q (5004.710000 sec): 3 clusters
  Score: Raw -14272575.003405 + Penalty 5701.336035 = -14266873.667370
  nChanged 20
		SP:Iteration 35Q (5004.970000 sec): 3 clusters
  Score: Raw -14272578.650489 + Penalty 5701.336035 = -14266877.314454
  nChanged 26
		SP:Iteration 36Q (5005.230000 sec): 3 clusters
  Score: Raw -14272583.350738 + Penalty 5701.336035 = -14266882.014703
  nChanged 18
		SP:Iteration 37Q (5005.490000 sec): 3 clusters
  Score: Raw -14272586.442954 + Penalty 5701.336035 = -14266885.106919
  nChanged 17
		SP:Iteration 38Q (5005.750000 sec): 3 clusters
  Score: Raw -14272588.849993 + Penalty 5701.336035 = -14266887.513958
  nChanged 14
		SP:Iteration 39Q (5006.010000 sec): 3 clusters
  Score: Raw -14272590.653198 + Penalty 5701.336035 = -14266889.317163
  nChanged 7
		SP:Iteration 40F (5006.380000 sec): 3 clusters
  Score: Raw -14272591.576888 + Penalty 5701.336035 = -14266890.240853
  nChanged 5
		SP:Iteration 41Q (5006.640000 sec): 3 clusters
  Score: Raw -14272592.243628 + Penalty 5701.336035 = -14266890.907593
  nChanged 6
		SP:Iteration 42Q (5006.900000 sec): 3 clusters
  Score: Raw -14272593.336620 + Penalty 5701.336035 = -14266892.000585
  nChanged 8
		SP:Iteration 43Q (5007.160000 sec): 3 clusters
  Score: Raw -14272594.609887 + Penalty 5701.336035 = -14266893.273852
  nChanged 8
		SP:Iteration 44Q (5007.410000 sec): 3 clusters
  Score: Raw -14272595.841207 + Penalty 5701.336035 = -14266894.505172
  nChanged 12
		SP:Iteration 45Q (5007.670000 sec): 3 clusters
  Score: Raw -14272597.324659 + Penalty 5701.336035 = -14266895.988624
  nChanged 5
		SP:Iteration 46Q (5007.930000 sec): 3 clusters
  Score: Raw -14272598.359476 + Penalty 5701.336035 = -14266897.023441
  nChanged 5
		SP:Iteration 47Q (5008.190000 sec): 3 clusters
  Score: Raw -14272599.073228 + Penalty 5701.336035 = -14266897.737193
  nChanged 6
		SP:Iteration 48Q (5008.450000 sec): 3 clusters
  Score: Raw -14272600.056831 + Penalty 5701.336035 = -14266898.720796
  nChanged 9
		SP:Iteration 49Q (5008.700000 sec): 3 clusters
  Score: Raw -14272601.620443 + Penalty 5701.336035 = -14266900.284408
  nChanged 11
		SP:Iteration 50Q (5008.960000 sec): 3 clusters
  Score: Raw -14272603.493548 + Penalty 5701.336035 = -14266902.157513
  nChanged 7
		SP:Iteration 51Q (5009.220000 sec): 3 clusters
  Score: Raw -14272604.435925 + Penalty 5701.336035 = -14266903.099890
  nChanged 9
		SP:Iteration 52Q (5009.480000 sec): 3 clusters
  Score: Raw -14272605.713862 + Penalty 5701.336035 = -14266904.377828
  nChanged 10
		SP:Iteration 53Q (5009.740000 sec): 3 clusters
  Score: Raw -14272607.375233 + Penalty 5701.336035 = -14266906.039198
  nChanged 10
		SP:Iteration 54Q (5010.000000 sec): 3 clusters
  Score: Raw -14272609.094195 + Penalty 5701.336035 = -14266907.758160
  nChanged 10
		SP:Iteration 55Q (5010.250000 sec): 3 clusters
  Score: Raw -14272610.877710 + Penalty 5701.336035 = -14266909.541675
  nChanged 11
		SP:Iteration 56Q (5010.510000 sec): 3 clusters
  Score: Raw -14272612.782768 + Penalty 5701.336035 = -14266911.446733
  nChanged 8
		SP:Iteration 57Q (5010.770000 sec): 3 clusters
  Score: Raw -14272614.732496 + Penalty 5701.336035 = -14266913.396461
  nChanged 12
		SP:Iteration 58Q (5011.030000 sec): 3 clusters
  Score: Raw -14272616.977322 + Penalty 5701.336035 = -14266915.641288
  nChanged 15
		SP:Iteration 59Q (5011.280000 sec): 3 clusters
  Score: Raw -14272620.074743 + Penalty 5701.336035 = -14266918.738708
  nChanged 11
		SP:Iteration 60F (5011.660000 sec): 3 clusters
  Score: Raw -14272622.072578 + Penalty 5701.336035 = -14266920.736543
  nChanged 23
		SP:Iteration 61Q (5011.920000 sec): 3 clusters
  Score: Raw -14272626.148629 + Penalty 5701.336035 = -14266924.812594
  nChanged 24
		SP:Iteration 62Q (5012.170000 sec): 3 clusters
  Score: Raw -14272630.053263 + Penalty 5701.336035 = -14266928.717228
  nChanged 24
		SP:Iteration 63Q (5012.430000 sec): 3 clusters
  Score: Raw -14272636.126444 + Penalty 5701.336035 = -14266934.790409
  nChanged 25
		SP:Iteration 64Q (5012.690000 sec): 3 clusters
  Score: Raw -14272641.365543 + Penalty 5701.336035 = -14266940.029508
  nChanged 23
		SP:Iteration 65Q (5012.950000 sec): 3 clusters
  Score: Raw -14272646.190163 + Penalty 5701.336035 = -14266944.854128
  nChanged 17
		SP:Iteration 66Q (5013.200000 sec): 3 clusters
  Score: Raw -14272648.734203 + Penalty 5701.336035 = -14266947.398168
  nChanged 10
		SP:Iteration 67Q (5013.460000 sec): 3 clusters
  Score: Raw -14272650.082240 + Penalty 5701.336035 = -14266948.746205
  nChanged 6
		SP:Iteration 68Q (5013.720000 sec): 3 clusters
  Score: Raw -14272650.933990 + Penalty 5701.336035 = -14266949.597955
  nChanged 3
		SP:Iteration 69Q (5013.980000 sec): 3 clusters
  Score: Raw -14272651.350352 + Penalty 5701.336035 = -14266950.014317
  nChanged 5
		SP:Iteration 70Q (5014.240000 sec): 3 clusters
  Score: Raw -14272652.319471 + Penalty 5701.336035 = -14266950.983436
  nChanged 7
		SP:Iteration 71Q (5014.500000 sec): 3 clusters
  Score: Raw -14272653.450526 + Penalty 5701.336035 = -14266952.114491
  nChanged 6
		SP:Iteration 72Q (5014.750000 sec): 3 clusters
  Score: Raw -14272654.140355 + Penalty 5701.336035 = -14266952.804320
  nChanged 4
		SP:Iteration 73Q (5015.010000 sec): 3 clusters
  Score: Raw -14272654.682338 + Penalty 5701.336035 = -14266953.346303
  nChanged 3
		SP:Iteration 74Q (5015.270000 sec): 3 clusters
  Score: Raw -14272655.149217 + Penalty 5701.336035 = -14266953.813182
  nChanged 2
		SP:Iteration 75Q (5015.530000 sec): 3 clusters
  Score: Raw -14272655.657732 + Penalty 5701.336035 = -14266954.321698
  nChanged 1
		SP:Iteration 76Q (5015.790000 sec): 3 clusters
  Score: Raw -14272656.060657 + Penalty 5701.336035 = -14266954.724622
  nChanged 0
		SP:Iteration 77F (5016.150000 sec): 3 clusters
  Score: Raw -14272656.060657 + Penalty 5701.336035 = -14266954.724622
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (35245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5016.300000 sec): 2 clusters
  Score: Raw -5468772.622828 + Penalty 2596.579581 = -5466176.043248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5016.430000 sec): 3 clusters
  Score: Raw -5447384.159394 + Penalty 5193.159161 = -5442191.000233
  nChanged 16045
		SP:Iteration 1F (5016.560000 sec): 3 clusters
  Score: Raw -5455881.267776 + Penalty 5193.159161 = -5450688.108615
  nChanged 1479
		SP:Iteration 2Q (5016.690000 sec): 3 clusters
  Score: Raw -5456282.433045 + Penalty 5193.159161 = -5451089.273884
  nChanged 1317
		SP:Iteration 3Q (5016.820000 sec): 3 clusters
  Score: Raw -5456642.251879 + Penalty 5193.159161 = -5451449.092718
  nChanged 1235
		SP:Iteration 4Q (5016.960000 sec): 3 clusters
  Score: Raw -5457000.482922 + Penalty 5193.159161 = -5451807.323760
  nChanged 1278
		SP:Iteration 5Q (5017.090000 sec): 3 clusters
  Score: Raw -5457423.441988 + Penalty 5193.159161 = -5452230.282827
  nChanged 1394
		SP:Iteration 6Q (5017.220000 sec): 3 clusters
  Score: Raw -5457956.250445 + Penalty 5193.159161 = -5452763.091284
  nChanged 1604
		SP:Iteration 7Q (5017.360000 sec): 3 clusters
  Score: Raw -5458719.020814 + Penalty 5193.159161 = -5453525.861653
  nChanged 2011
		SP:Iteration 8F (5017.480000 sec): 3 clusters
  Score: Raw -5459925.779529 + Penalty 5193.159161 = -5454732.620367
  nChanged 2395
		SP:Iteration 9F (5017.610000 sec): 3 clusters
  Score: Raw -5461702.655936 + Penalty 5193.159161 = -5456509.496775
  nChanged 2506
		SP:Iteration 10F (5017.740000 sec): 3 clusters
  Score: Raw -5463887.938207 + Penalty 5193.159161 = -5458694.779046
  nChanged 2270
		SP:Iteration 11F (5017.870000 sec): 3 clusters
  Score: Raw -5466056.006291 + Penalty 5193.159161 = -5460862.847130
  nChanged 1566
		SP:Iteration 12Q (5018.000000 sec): 3 clusters
  Score: Raw -5467571.701026 + Penalty 5193.159161 = -5462378.541864
  nChanged 847
		SP:Iteration 13Q (5018.120000 sec): 3 clusters
  Score: Raw -5468330.125624 + Penalty 5193.159161 = -5463136.966463
  nChanged 406
		SP:Iteration 14Q (5018.220000 sec): 3 clusters
  Score: Raw -5468697.726468 + Penalty 5193.159161 = -5463504.567307
  nChanged 190
		SP:Iteration 15Q (5018.320000 sec): 3 clusters
  Score: Raw -5468876.037124 + Penalty 5193.159161 = -5463682.877963
  nChanged 109
		SP:Iteration 16Q (5018.420000 sec): 3 clusters
  Score: Raw -5468989.400144 + Penalty 5193.159161 = -5463796.240983
  nChanged 67
		SP:Iteration 17Q (5018.520000 sec): 3 clusters
  Score: Raw -5469060.245832 + Penalty 5193.159161 = -5463867.086671
  nChanged 29
		SP:Iteration 18Q (5018.610000 sec): 3 clusters
  Score: Raw -5469088.723919 + Penalty 5193.159161 = -5463895.564757
  nChanged 14
		SP:Iteration 19Q (5018.700000 sec): 3 clusters
  Score: Raw -5469102.101650 + Penalty 5193.159161 = -5463908.942488
  nChanged 10
		SP:Iteration 20F (5018.830000 sec): 3 clusters
  Score: Raw -5469111.413850 + Penalty 5193.159161 = -5463918.254688
  nChanged 5
		SP:Iteration 21Q (5018.920000 sec): 3 clusters
  Score: Raw -5469117.162340 + Penalty 5193.159161 = -5463924.003178
  nChanged 5
		SP:Iteration 22Q (5019.020000 sec): 3 clusters
  Score: Raw -5469120.847083 + Penalty 5193.159161 = -5463927.687922
  nChanged 6
		SP:Iteration 23Q (5019.110000 sec): 3 clusters
  Score: Raw -5469126.816195 + Penalty 5193.159161 = -5463933.657034
  nChanged 4
		SP:Iteration 24Q (5019.200000 sec): 3 clusters
  Score: Raw -5469130.662477 + Penalty 5193.159161 = -5463937.503315
  nChanged 6
		SP:Iteration 25Q (5019.290000 sec): 3 clusters
  Score: Raw -5469138.044478 + Penalty 5193.159161 = -5463944.885317
  nChanged 6
		SP:Iteration 26Q (5019.380000 sec): 3 clusters
  Score: Raw -5469143.290070 + Penalty 5193.159161 = -5463950.130908
  nChanged 4
		SP:Iteration 27Q (5019.480000 sec): 3 clusters
  Score: Raw -5469146.537218 + Penalty 5193.159161 = -5463953.378057
  nChanged 0
		SP:Iteration 28F (5019.600000 sec): 3 clusters
  Score: Raw -5469146.537218 + Penalty 5193.159161 = -5463953.378057
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5019.930000 sec): 2 clusters
  Score: Raw -14585300.756965 + Penalty 2852.045792 = -14582448.711173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5020.290000 sec): 3 clusters
  Score: Raw -14522037.953948 + Penalty 5704.091584 = -14516333.862365
  nChanged 46554
		SP:Iteration 1F (5020.660000 sec): 3 clusters
  Score: Raw -14548705.684191 + Penalty 5704.091584 = -14543001.592607
  nChanged 3590
		SP:Iteration 2Q (5021.030000 sec): 3 clusters
  Score: Raw -14549761.678664 + Penalty 5704.091584 = -14544057.587080
  nChanged 3990
		SP:Iteration 3Q (5021.400000 sec): 3 clusters
  Score: Raw -14551194.908211 + Penalty 5704.091584 = -14545490.816627
  nChanged 4802
		SP:Iteration 4Q (5021.780000 sec): 3 clusters
  Score: Raw -14553362.402646 + Penalty 5704.091584 = -14547658.311063
  nChanged 5918
		SP:Iteration 5F (5022.140000 sec): 3 clusters
  Score: Raw -14556770.790376 + Penalty 5704.091584 = -14551066.698793
  nChanged 7069
		SP:Iteration 6F (5022.500000 sec): 3 clusters
  Score: Raw -14561739.414832 + Penalty 5704.091584 = -14556035.323248
  nChanged 7776
		SP:Iteration 7F (5022.870000 sec): 3 clusters
  Score: Raw -14567906.687016 + Penalty 5704.091584 = -14562202.595432
  nChanged 7092
		SP:Iteration 8F (5023.240000 sec): 3 clusters
  Score: Raw -14573936.235107 + Penalty 5704.091584 = -14568232.143524
  nChanged 5641
		SP:Iteration 9F (5023.600000 sec): 3 clusters
  Score: Raw -14578850.308559 + Penalty 5704.091584 = -14573146.216975
  nChanged 3713
		SP:Iteration 10Q (5023.960000 sec): 3 clusters
  Score: Raw -14582041.841932 + Penalty 5704.091584 = -14576337.750348
  nChanged 2138
		SP:Iteration 11Q (5024.310000 sec): 3 clusters
  Score: Raw -14583839.440633 + Penalty 5704.091584 = -14578135.349049
  nChanged 1063
		SP:Iteration 12Q (5024.620000 sec): 3 clusters
  Score: Raw -14584735.637496 + Penalty 5704.091584 = -14579031.545913
  nChanged 549
		SP:Iteration 13Q (5024.910000 sec): 3 clusters
  Score: Raw -14585225.978765 + Penalty 5704.091584 = -14579521.887181
  nChanged 277
		SP:Iteration 14Q (5025.180000 sec): 3 clusters
  Score: Raw -14585472.459346 + Penalty 5704.091584 = -14579768.367762
  nChanged 162
		SP:Iteration 15Q (5025.450000 sec): 3 clusters
  Score: Raw -14585610.810046 + Penalty 5704.091584 = -14579906.718462
  nChanged 99
		SP:Iteration 16Q (5025.710000 sec): 3 clusters
  Score: Raw -14585691.789744 + Penalty 5704.091584 = -14579987.698160
  nChanged 65
		SP:Iteration 17Q (5025.960000 sec): 3 clusters
  Score: Raw -14585748.187523 + Penalty 5704.091584 = -14580044.095940
  nChanged 44
		SP:Iteration 18Q (5026.220000 sec): 3 clusters
  Score: Raw -14585779.511028 + Penalty 5704.091584 = -14580075.419445
  nChanged 25
		SP:Iteration 19Q (5026.470000 sec): 3 clusters
  Score: Raw -14585797.804706 + Penalty 5704.091584 = -14580093.713123
  nChanged 17
		SP:Iteration 20F (5026.830000 sec): 3 clusters
  Score: Raw -14585812.567750 + Penalty 5704.091584 = -14580108.476166
  nChanged 17
		SP:Iteration 21Q (5027.080000 sec): 3 clusters
  Score: Raw -14585825.873523 + Penalty 5704.091584 = -14580121.781939
  nChanged 15
		SP:Iteration 22Q (5027.340000 sec): 3 clusters
  Score: Raw -14585834.275742 + Penalty 5704.091584 = -14580130.184159
  nChanged 10
		SP:Iteration 23Q (5027.590000 sec): 3 clusters
  Score: Raw -14585840.196726 + Penalty 5704.091584 = -14580136.105143
  nChanged 7
		SP:Iteration 24Q (5027.840000 sec): 3 clusters
  Score: Raw -14585843.251361 + Penalty 5704.091584 = -14580139.159778
  nChanged 4
		SP:Iteration 25Q (5028.090000 sec): 3 clusters
  Score: Raw -14585846.127088 + Penalty 5704.091584 = -14580142.035505
  nChanged 6
		SP:Iteration 26Q (5028.340000 sec): 3 clusters
  Score: Raw -14585849.320816 + Penalty 5704.091584 = -14580145.229233
  nChanged 2
		SP:Iteration 27Q (5028.600000 sec): 3 clusters
  Score: Raw -14585849.998568 + Penalty 5704.091584 = -14580145.906984
  nChanged 0
		SP:Iteration 28F (5028.960000 sec): 3 clusters
  Score: Raw -14585849.998568 + Penalty 5704.091584 = -14580145.906984
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5029.000000 sec): 2 clusters
  Score: Raw -74856.291948 + Penalty 1616.382476 = -73239.909472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5029.000000 sec): 3 clusters
  Score: Raw -75115.875612 + Penalty 3232.764951 = -71883.110660
  nChanged 233
		SP:Iteration 1F (5029.000000 sec): 3 clusters
  Score: Raw -77619.641638 + Penalty 3232.764951 = -74386.876686
  nChanged 101
		SP:Iteration 2F (5029.000000 sec): 3 clusters
  Score: Raw -79141.435058 + Penalty 3232.764951 = -75908.670106
  nChanged 23
		SP:Iteration 3Q (5029.000000 sec): 3 clusters
  Score: Raw -79742.237510 + Penalty 3232.764951 = -76509.472558
  nChanged 8
		SP:Iteration 4Q (5029.010000 sec): 3 clusters
  Score: Raw -79800.997213 + Penalty 3232.764951 = -76568.232262
  nChanged 2
		SP:Iteration 5Q (5029.010000 sec): 3 clusters
  Score: Raw -79805.578119 + Penalty 3232.764951 = -76572.813167
  nChanged 1
		SP:Iteration 6Q (5029.010000 sec): 3 clusters
  Score: Raw -79807.169169 + Penalty 3232.764951 = -76574.404218
  nChanged 0
		SP:Iteration 7F (5029.010000 sec): 3 clusters
  Score: Raw -79807.169169 + Penalty 3232.764951 = -76574.404218
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 31.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5029.190000 sec): 2 clusters
  Score: Raw -7518386.432317 + Penalty 2689.191557 = -7515697.240760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5029.380000 sec): 3 clusters
  Score: Raw -7486611.156517 + Penalty 5378.383114 = -7481232.773403
  nChanged 23699
		SP:Iteration 1F (5029.560000 sec): 3 clusters
  Score: Raw -7499612.513508 + Penalty 5378.383114 = -7494234.130394
  nChanged 2027
		SP:Iteration 2Q (5029.760000 sec): 3 clusters
  Score: Raw -7500164.414760 + Penalty 5378.383114 = -7494786.031647
  nChanged 1919
		SP:Iteration 3Q (5029.950000 sec): 3 clusters
  Score: Raw -7500728.462583 + Penalty 5378.383114 = -7495350.079469
  nChanged 1950
		SP:Iteration 4Q (5030.140000 sec): 3 clusters
  Score: Raw -7501332.391914 + Penalty 5378.383114 = -7495954.008800
  nChanged 2013
		SP:Iteration 5Q (5030.340000 sec): 3 clusters
  Score: Raw -7501951.877894 + Penalty 5378.383114 = -7496573.494781
  nChanged 2039
		SP:Iteration 6Q (5030.530000 sec): 3 clusters
  Score: Raw -7502658.197254 + Penalty 5378.383114 = -7497279.814141
  nChanged 2252
		SP:Iteration 7Q (5030.730000 sec): 3 clusters
  Score: Raw -7503518.584425 + Penalty 5378.383114 = -7498140.201312
  nChanged 2352
		SP:Iteration 8Q (5030.920000 sec): 3 clusters
  Score: Raw -7504489.332602 + Penalty 5378.383114 = -7499110.949488
  nChanged 2358
		SP:Iteration 9Q (5031.110000 sec): 3 clusters
  Score: Raw -7505531.563023 + Penalty 5378.383114 = -7500153.179910
  nChanged 2441
		SP:Iteration 10Q (5031.310000 sec): 3 clusters
  Score: Raw -7506677.832525 + Penalty 5378.383114 = -7501299.449411
  nChanged 2375
		SP:Iteration 11Q (5031.500000 sec): 3 clusters
  Score: Raw -7507859.218467 + Penalty 5378.383114 = -7502480.835353
  nChanged 2280
		SP:Iteration 12Q (5031.690000 sec): 3 clusters
  Score: Raw -7509062.536901 + Penalty 5378.383114 = -7503684.153787
  nChanged 2105
		SP:Iteration 13Q (5031.880000 sec): 3 clusters
  Score: Raw -7510290.216784 + Penalty 5378.383114 = -7504911.833671
  nChanged 1935
		SP:Iteration 14Q (5032.070000 sec): 3 clusters
  Score: Raw -7511533.720237 + Penalty 5378.383114 = -7506155.337123
  nChanged 1713
		SP:Iteration 15Q (5032.270000 sec): 3 clusters
  Score: Raw -7512751.663611 + Penalty 5378.383114 = -7507373.280497
  nChanged 1516
		SP:Iteration 16Q (5032.460000 sec): 3 clusters
  Score: Raw -7513925.144643 + Penalty 5378.383114 = -7508546.761529
  nChanged 1309
		SP:Iteration 17Q (5032.640000 sec): 3 clusters
  Score: Raw -7514931.052902 + Penalty 5378.383114 = -7509552.669788
  nChanged 1048
		SP:Iteration 18Q (5032.810000 sec): 3 clusters
  Score: Raw -7515649.354926 + Penalty 5378.383114 = -7510270.971812
  nChanged 815
		SP:Iteration 19Q (5032.970000 sec): 3 clusters
  Score: Raw -7516138.546203 + Penalty 5378.383114 = -7510760.163089
  nChanged 632
		SP:Iteration 20F (5033.160000 sec): 3 clusters
  Score: Raw -7516492.708259 + Penalty 5378.383114 = -7511114.325146
  nChanged 546
		SP:Iteration 21Q (5033.310000 sec): 3 clusters
  Score: Raw -7516777.616510 + Penalty 5378.383114 = -7511399.233396
  nChanged 462
		SP:Iteration 22Q (5033.460000 sec): 3 clusters
  Score: Raw -7517018.450164 + Penalty 5378.383114 = -7511640.067051
  nChanged 393
		SP:Iteration 23Q (5033.610000 sec): 3 clusters
  Score: Raw -7517218.123774 + Penalty 5378.383114 = -7511839.740660
  nChanged 345
		SP:Iteration 24Q (5033.750000 sec): 3 clusters
  Score: Raw -7517390.326543 + Penalty 5378.383114 = -7512011.943429
  nChanged 313
		SP:Iteration 25Q (5033.890000 sec): 3 clusters
  Score: Raw -7517542.396499 + Penalty 5378.383114 = -7512164.013386
  nChanged 273
		SP:Iteration 26Q (5034.040000 sec): 3 clusters
  Score: Raw -7517666.008036 + Penalty 5378.383114 = -7512287.624922
  nChanged 237
		SP:Iteration 27Q (5034.180000 sec): 3 clusters
  Score: Raw -7517779.963347 + Penalty 5378.383114 = -7512401.580233
  nChanged 228
		SP:Iteration 28Q (5034.320000 sec): 3 clusters
  Score: Raw -7517895.373466 + Penalty 5378.383114 = -7512516.990352
  nChanged 193
		SP:Iteration 29Q (5034.450000 sec): 3 clusters
  Score: Raw -7517986.302519 + Penalty 5378.383114 = -7512607.919406
  nChanged 174
		SP:Iteration 30Q (5034.590000 sec): 3 clusters
  Score: Raw -7518064.443255 + Penalty 5378.383114 = -7512686.060141
  nChanged 147
		SP:Iteration 31Q (5034.730000 sec): 3 clusters
  Score: Raw -7518140.121627 + Penalty 5378.383114 = -7512761.738513
  nChanged 135
		SP:Iteration 32Q (5034.870000 sec): 3 clusters
  Score: Raw -7518210.325274 + Penalty 5378.383114 = -7512831.942160
  nChanged 128
		SP:Iteration 33Q (5035.000000 sec): 3 clusters
  Score: Raw -7518281.429895 + Penalty 5378.383114 = -7512903.046782
  nChanged 107
		SP:Iteration 34Q (5035.140000 sec): 3 clusters
  Score: Raw -7518340.279828 + Penalty 5378.383114 = -7512961.896714
  nChanged 99
		SP:Iteration 35Q (5035.270000 sec): 3 clusters
  Score: Raw -7518395.949832 + Penalty 5378.383114 = -7513017.566718
  nChanged 79
		SP:Iteration 36Q (5035.410000 sec): 3 clusters
  Score: Raw -7518446.456500 + Penalty 5378.383114 = -7513068.073386
  nChanged 69
		SP:Iteration 37Q (5035.540000 sec): 3 clusters
  Score: Raw -7518486.445706 + Penalty 5378.383114 = -7513108.062593
  nChanged 59
		SP:Iteration 38Q (5035.670000 sec): 3 clusters
  Score: Raw -7518518.742801 + Penalty 5378.383114 = -7513140.359688
  nChanged 40
		SP:Iteration 39Q (5035.800000 sec): 3 clusters
  Score: Raw -7518540.085493 + Penalty 5378.383114 = -7513161.702379
  nChanged 38
		SP:Iteration 40F (5035.990000 sec): 3 clusters
  Score: Raw -7518560.701626 + Penalty 5378.383114 = -7513182.318513
  nChanged 22
		SP:Iteration 41Q (5036.120000 sec): 3 clusters
  Score: Raw -7518574.797414 + Penalty 5378.383114 = -7513196.414300
  nChanged 23
		SP:Iteration 42Q (5036.250000 sec): 3 clusters
  Score: Raw -7518590.677934 + Penalty 5378.383114 = -7513212.294820
  nChanged 24
		SP:Iteration 43Q (5036.390000 sec): 3 clusters
  Score: Raw -7518605.666478 + Penalty 5378.383114 = -7513227.283365
  nChanged 19
		SP:Iteration 44Q (5036.520000 sec): 3 clusters
  Score: Raw -7518618.670188 + Penalty 5378.383114 = -7513240.287074
  nChanged 17
		SP:Iteration 45Q (5036.650000 sec): 3 clusters
  Score: Raw -7518628.219473 + Penalty 5378.383114 = -7513249.836359
  nChanged 18
		SP:Iteration 46Q (5036.780000 sec): 3 clusters
  Score: Raw -7518638.627996 + Penalty 5378.383114 = -7513260.244883
  nChanged 21
		SP:Iteration 47Q (5036.910000 sec): 3 clusters
  Score: Raw -7518651.679323 + Penalty 5378.383114 = -7513273.296209
  nChanged 20
		SP:Iteration 48Q (5037.040000 sec): 3 clusters
  Score: Raw -7518662.159345 + Penalty 5378.383114 = -7513283.776231
  nChanged 12
		SP:Iteration 49Q (5037.170000 sec): 3 clusters
  Score: Raw -7518669.303734 + Penalty 5378.383114 = -7513290.920620
  nChanged 10
		SP:Iteration 50Q (5037.310000 sec): 3 clusters
  Score: Raw -7518675.204379 + Penalty 5378.383114 = -7513296.821265
  nChanged 8
		SP:Iteration 51Q (5037.440000 sec): 3 clusters
  Score: Raw -7518681.203046 + Penalty 5378.383114 = -7513302.819933
  nChanged 16
		SP:Iteration 52Q (5037.570000 sec): 3 clusters
  Score: Raw -7518691.445834 + Penalty 5378.383114 = -7513313.062721
  nChanged 15
		SP:Iteration 53Q (5037.700000 sec): 3 clusters
  Score: Raw -7518704.401567 + Penalty 5378.383114 = -7513326.018453
  nChanged 10
		SP:Iteration 54Q (5037.830000 sec): 3 clusters
  Score: Raw -7518709.182794 + Penalty 5378.383114 = -7513330.799680
  nChanged 4
		SP:Iteration 55Q (5037.960000 sec): 3 clusters
  Score: Raw -7518712.060359 + Penalty 5378.383114 = -7513333.677246
  nChanged 2
		SP:Iteration 56Q (5038.090000 sec): 3 clusters
  Score: Raw -7518713.100144 + Penalty 5378.383114 = -7513334.717031
  nChanged 2
		SP:Iteration 57Q (5038.220000 sec): 3 clusters
  Score: Raw -7518714.415783 + Penalty 5378.383114 = -7513336.032669
  nChanged 2
		SP:Iteration 58Q (5038.350000 sec): 3 clusters
  Score: Raw -7518715.953410 + Penalty 5378.383114 = -7513337.570296
  nChanged 2
		SP:Iteration 59Q (5038.490000 sec): 3 clusters
  Score: Raw -7518717.159241 + Penalty 5378.383114 = -7513338.776128
  nChanged 1
		SP:Iteration 60F (5038.670000 sec): 3 clusters
  Score: Raw -7518717.520593 + Penalty 5378.383114 = -7513339.137479
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5038.700000 sec): 2 clusters
  Score: Raw -61959.110712 + Penalty 1516.741247 = -60442.369465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5038.700000 sec): 3 clusters
  Score: Raw -62215.975112 + Penalty 3033.482494 = -59182.492618
  nChanged 122
		SP:Iteration 1F (5038.700000 sec): 3 clusters
  Score: Raw -62618.274511 + Penalty 3033.482494 = -59584.792017
  nChanged 32
		SP:Iteration 2F (5038.700000 sec): 3 clusters
  Score: Raw -62781.051617 + Penalty 3033.482494 = -59747.569123
  nChanged 11
		SP:Iteration 3Q (5038.700000 sec): 3 clusters
  Score: Raw -62841.862565 + Penalty 3033.482494 = -59808.380071
  nChanged 6
		SP:Iteration 4Q (5038.710000 sec): 3 clusters
  Score: Raw -62871.995533 + Penalty 3033.482494 = -59838.513039
  nChanged 5
		SP:Iteration 5Q (5038.710000 sec): 3 clusters
  Score: Raw -62924.409954 + Penalty 3033.482494 = -59890.927460
  nChanged 6
		SP:Iteration 6Q (5038.710000 sec): 3 clusters
  Score: Raw -62968.044223 + Penalty 3033.482494 = -59934.561729
  nChanged 5
		SP:Iteration 7Q (5038.710000 sec): 3 clusters
  Score: Raw -62984.313484 + Penalty 3033.482494 = -59950.830989
  nChanged 5
		SP:Iteration 8Q (5038.710000 sec): 3 clusters
  Score: Raw -63005.111276 + Penalty 3033.482494 = -59971.628782
  nChanged 5
		SP:Iteration 9Q (5038.710000 sec): 3 clusters
  Score: Raw -63117.145232 + Penalty 3033.482494 = -60083.662738
  nChanged 5
		SP:Iteration 10Q (5038.710000 sec): 3 clusters
  Score: Raw -63137.873376 + Penalty 3033.482494 = -60104.390882
  nChanged 2
		SP:Iteration 11Q (5038.710000 sec): 3 clusters
  Score: Raw -63151.310793 + Penalty 3033.482494 = -60117.828299
  nChanged 2
		SP:Iteration 12Q (5038.710000 sec): 3 clusters
  Score: Raw -63155.791122 + Penalty 3033.482494 = -60122.308628
  nChanged 0
		SP:Iteration 13F (5038.720000 sec): 3 clusters
  Score: Raw -63155.791122 + Penalty 3033.482494 = -60122.308628
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5038.720000 sec): 2 clusters
  Score: Raw -89509.118693 + Penalty 1606.289146 = -87902.829547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5038.720000 sec): 3 clusters
  Score: Raw -89581.292907 + Penalty 3212.578292 = -86368.714615
  nChanged 154
		SP:Iteration 1F (5038.730000 sec): 3 clusters
  Score: Raw -90012.663123 + Penalty 3212.578292 = -86800.084831
  nChanged 58
		SP:Iteration 2F (5038.730000 sec): 3 clusters
  Score: Raw -90198.685799 + Penalty 3212.578292 = -86986.107507
  nChanged 34
		SP:Iteration 3F (5038.730000 sec): 3 clusters
  Score: Raw -90352.486208 + Penalty 3212.578292 = -87139.907916
  nChanged 31
		SP:Iteration 4Q (5038.730000 sec): 3 clusters
  Score: Raw -90497.045657 + Penalty 3212.578292 = -87284.467365
  nChanged 15
		SP:Iteration 5Q (5038.730000 sec): 3 clusters
  Score: Raw -90549.558495 + Penalty 3212.578292 = -87336.980203
  nChanged 10
		SP:Iteration 6Q (5038.740000 sec): 3 clusters
  Score: Raw -90606.040623 + Penalty 3212.578292 = -87393.462331
  nChanged 14
		SP:Iteration 7Q (5038.740000 sec): 3 clusters
  Score: Raw -90671.469067 + Penalty 3212.578292 = -87458.890775
  nChanged 7
		SP:Iteration 8Q (5038.740000 sec): 3 clusters
  Score: Raw -90714.753716 + Penalty 3212.578292 = -87502.175424
  nChanged 8
		SP:Iteration 9Q (5038.740000 sec): 3 clusters
  Score: Raw -90744.453546 + Penalty 3212.578292 = -87531.875254
  nChanged 4
		SP:Iteration 10Q (5038.750000 sec): 3 clusters
  Score: Raw -90764.009017 + Penalty 3212.578292 = -87551.430725
  nChanged 3
		SP:Iteration 11Q (5038.750000 sec): 3 clusters
  Score: Raw -90774.573601 + Penalty 3212.578292 = -87561.995309
  nChanged 1
		SP:Iteration 12Q (5038.750000 sec): 3 clusters
  Score: Raw -90779.083934 + Penalty 3212.578292 = -87566.505642
  nChanged 1
		SP:Iteration 13Q (5038.750000 sec): 3 clusters
  Score: Raw -90782.636752 + Penalty 3212.578292 = -87570.058460
  nChanged 0
		SP:Iteration 14F (5038.750000 sec): 3 clusters
  Score: Raw -90783.288242 + Penalty 3212.578292 = -87570.709950
  nChanged 2
		SP:Iteration 15Q (5038.750000 sec): 3 clusters
  Score: Raw -90816.431502 + Penalty 3212.578292 = -87603.853210
  nChanged 5
		SP:Iteration 16Q (5038.760000 sec): 3 clusters
  Score: Raw -90835.562164 + Penalty 3212.578292 = -87622.983872
  nChanged 2
		SP:Iteration 17Q (5038.760000 sec): 3 clusters
  Score: Raw -90844.610186 + Penalty 3212.578292 = -87632.031894
  nChanged 1
		SP:Iteration 18Q (5038.760000 sec): 3 clusters
  Score: Raw -90854.523845 + Penalty 3212.578292 = -87641.945553
  nChanged 2
		SP:Iteration 19Q (5038.760000 sec): 3 clusters
  Score: Raw -90869.115316 + Penalty 3212.578292 = -87656.537024
  nChanged 4
		SP:Iteration 20F (5038.770000 sec): 3 clusters
  Score: Raw -90885.932091 + Penalty 3212.578292 = -87673.353799
  nChanged 5
		SP:Iteration 21Q (5038.770000 sec): 3 clusters
  Score: Raw -90965.203045 + Penalty 3212.578292 = -87752.624753
  nChanged 12
		SP:Iteration 22Q (5038.770000 sec): 3 clusters
  Score: Raw -91153.977455 + Penalty 3212.578292 = -87941.399163
  nChanged 4
		SP:Iteration 23Q (5038.770000 sec): 3 clusters
  Score: Raw -91175.301676 + Penalty 3212.578292 = -87962.723384
  nChanged 2
		SP:Iteration 24Q (5038.770000 sec): 3 clusters
  Score: Raw -91179.520705 + Penalty 3212.578292 = -87966.942413
  nChanged 1
		SP:Iteration 25Q (5038.770000 sec): 3 clusters
  Score: Raw -91183.172529 + Penalty 3212.578292 = -87970.594237
  nChanged 0
		SP:Iteration 26F (5038.780000 sec): 3 clusters
  Score: Raw -91183.172529 + Penalty 3212.578292 = -87970.594237
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 32.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (270214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5039.680000 sec): 2 clusters
  Score: Raw -39985991.386586 + Penalty 3101.728440 = -39982889.658146
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5040.680000 sec): 3 clusters
  Score: Raw -39807195.070625 + Penalty 6203.456880 = -39800991.613745
  nChanged 130534
		SP:Iteration 1F (5041.690000 sec): 3 clusters
  Score: Raw -39883668.818350 + Penalty 6203.456880 = -39877465.361470
  nChanged 5140
		SP:Iteration 2Q (5042.710000 sec): 3 clusters
  Score: Raw -39884380.080406 + Penalty 6203.456880 = -39878176.623525
  nChanged 5340
		SP:Iteration 3Q (5043.730000 sec): 3 clusters
  Score: Raw -39885214.015522 + Penalty 6203.456880 = -39879010.558642
  nChanged 6021
		SP:Iteration 4Q (5044.760000 sec): 3 clusters
  Score: Raw -39886393.176763 + Penalty 6203.456880 = -39880189.719883
  nChanged 7530
		SP:Iteration 5Q (5045.790000 sec): 3 clusters
  Score: Raw -39888419.676715 + Penalty 6203.456880 = -39882216.219835
  nChanged 10458
		SP:Iteration 6Q (5046.820000 sec): 3 clusters
  Score: Raw -39892368.842966 + Penalty 6203.456880 = -39886165.386086
  nChanged 14971
		SP:Iteration 7F (5047.810000 sec): 3 clusters
  Score: Raw -39900321.305414 + Penalty 6203.456880 = -39894117.848534
  nChanged 21013
		SP:Iteration 8F (5048.800000 sec): 3 clusters
  Score: Raw -39915633.318684 + Penalty 6203.456880 = -39909429.861804
  nChanged 25931
		SP:Iteration 9F (5049.800000 sec): 3 clusters
  Score: Raw -39939400.881527 + Penalty 6203.456880 = -39933197.424647
  nChanged 24056
		SP:Iteration 10F (5050.800000 sec): 3 clusters
  Score: Raw -39963974.261961 + Penalty 6203.456880 = -39957770.805081
  nChanged 14675
		SP:Iteration 11F (5051.780000 sec): 3 clusters
  Score: Raw -39978945.146073 + Penalty 6203.456880 = -39972741.689193
  nChanged 5636
		SP:Iteration 12Q (5052.640000 sec): 3 clusters
  Score: Raw -39984331.825729 + Penalty 6203.456880 = -39978128.368848
  nChanged 1490
		SP:Iteration 13Q (5053.390000 sec): 3 clusters
  Score: Raw -39985717.055677 + Penalty 6203.456880 = -39979513.598796
  nChanged 333
		SP:Iteration 14Q (5054.100000 sec): 3 clusters
  Score: Raw -39986056.501078 + Penalty 6203.456880 = -39979853.044198
  nChanged 101
		SP:Iteration 15Q (5054.790000 sec): 3 clusters
  Score: Raw -39986176.642160 + Penalty 6203.456880 = -39979973.185280
  nChanged 55
		SP:Iteration 16Q (5055.470000 sec): 3 clusters
  Score: Raw -39986245.375332 + Penalty 6203.456880 = -39980041.918452
  nChanged 29
		SP:Iteration 17Q (5056.160000 sec): 3 clusters
  Score: Raw -39986285.932183 + Penalty 6203.456880 = -39980082.475303
  nChanged 19
		SP:Iteration 18Q (5056.840000 sec): 3 clusters
  Score: Raw -39986313.071881 + Penalty 6203.456880 = -39980109.615001
  nChanged 15
		SP:Iteration 19Q (5057.520000 sec): 3 clusters
  Score: Raw -39986333.491007 + Penalty 6203.456880 = -39980130.034127
  nChanged 9
		SP:Iteration 20F (5058.500000 sec): 3 clusters
  Score: Raw -39986348.705196 + Penalty 6203.456880 = -39980145.248316
  nChanged 4
		SP:Iteration 21Q (5059.190000 sec): 3 clusters
  Score: Raw -39986357.097161 + Penalty 6203.456880 = -39980153.640280
  nChanged 7
		SP:Iteration 22Q (5059.870000 sec): 3 clusters
  Score: Raw -39986371.412054 + Penalty 6203.456880 = -39980167.955174
  nChanged 11
		SP:Iteration 23Q (5060.560000 sec): 3 clusters
  Score: Raw -39986387.239845 + Penalty 6203.456880 = -39980183.782965
  nChanged 3
		SP:Iteration 24Q (5061.230000 sec): 3 clusters
  Score: Raw -39986389.437181 + Penalty 6203.456880 = -39980185.980301
  nChanged 2
		SP:Iteration 25Q (5061.920000 sec): 3 clusters
  Score: Raw -39986392.713258 + Penalty 6203.456880 = -39980189.256378
  nChanged 1
		SP:Iteration 26Q (5062.600000 sec): 3 clusters
  Score: Raw -39986393.202706 + Penalty 6203.456880 = -39980189.745826
  nChanged 0
		SP:Iteration 27F (5063.580000 sec): 3 clusters
  Score: Raw -39986393.202706 + Penalty 6203.456880 = -39980189.745826
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5063.780000 sec): 2 clusters
  Score: Raw -5117737.973293 + Penalty 2583.838474 = -5115154.134819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5063.910000 sec): 3 clusters
  Score: Raw -5097480.229071 + Penalty 5167.676948 = -5092312.552123
  nChanged 15094
		SP:Iteration 1F (5064.030000 sec): 3 clusters
  Score: Raw -5105645.391885 + Penalty 5167.676948 = -5100477.714937
  nChanged 1597
		SP:Iteration 2Q (5064.160000 sec): 3 clusters
  Score: Raw -5106239.773135 + Penalty 5167.676948 = -5101072.096187
  nChanged 1641
		SP:Iteration 3Q (5064.280000 sec): 3 clusters
  Score: Raw -5106954.868854 + Penalty 5167.676948 = -5101787.191906
  nChanged 1905
		SP:Iteration 4F (5064.410000 sec): 3 clusters
  Score: Raw -5108014.276920 + Penalty 5167.676948 = -5102846.599972
  nChanged 2303
		SP:Iteration 5F (5064.530000 sec): 3 clusters
  Score: Raw -5109584.414847 + Penalty 5167.676948 = -5104416.737899
  nChanged 2557
		SP:Iteration 6F (5064.650000 sec): 3 clusters
  Score: Raw -5111711.262778 + Penalty 5167.676948 = -5106543.585830
  nChanged 2535
		SP:Iteration 7F (5064.780000 sec): 3 clusters
  Score: Raw -5114118.887615 + Penalty 5167.676948 = -5108951.210666
  nChanged 1938
		SP:Iteration 8F (5064.900000 sec): 3 clusters
  Score: Raw -5116048.052295 + Penalty 5167.676948 = -5110880.375347
  nChanged 1126
		SP:Iteration 9Q (5065.020000 sec): 3 clusters
  Score: Raw -5117158.732710 + Penalty 5167.676948 = -5111991.055762
  nChanged 486
		SP:Iteration 10Q (5065.130000 sec): 3 clusters
  Score: Raw -5117623.107675 + Penalty 5167.676948 = -5112455.430727
  nChanged 199
		SP:Iteration 11Q (5065.230000 sec): 3 clusters
  Score: Raw -5117830.342664 + Penalty 5167.676948 = -5112662.665716
  nChanged 103
		SP:Iteration 12Q (5065.320000 sec): 3 clusters
  Score: Raw -5117922.816682 + Penalty 5167.676948 = -5112755.139734
  nChanged 46
		SP:Iteration 13Q (5065.410000 sec): 3 clusters
  Score: Raw -5117969.006302 + Penalty 5167.676948 = -5112801.329354
  nChanged 29
		SP:Iteration 14Q (5065.500000 sec): 3 clusters
  Score: Raw -5117996.713676 + Penalty 5167.676948 = -5112829.036727
  nChanged 25
		SP:Iteration 15Q (5065.590000 sec): 3 clusters
  Score: Raw -5118029.538060 + Penalty 5167.676948 = -5112861.861112
  nChanged 20
		SP:Iteration 16Q (5065.680000 sec): 3 clusters
  Score: Raw -5118053.904098 + Penalty 5167.676948 = -5112886.227150
  nChanged 11
		SP:Iteration 17Q (5065.770000 sec): 3 clusters
  Score: Raw -5118067.669081 + Penalty 5167.676948 = -5112899.992133
  nChanged 5
		SP:Iteration 18Q (5065.850000 sec): 3 clusters
  Score: Raw -5118071.572781 + Penalty 5167.676948 = -5112903.895833
  nChanged 1
		SP:Iteration 19Q (5065.940000 sec): 3 clusters
  Score: Raw -5118073.738664 + Penalty 5167.676948 = -5112906.061716
  nChanged 3
		SP:Iteration 20F (5066.070000 sec): 3 clusters
  Score: Raw -5118076.942595 + Penalty 5167.676948 = -5112909.265646
  nChanged 3
		SP:Iteration 21Q (5066.150000 sec): 3 clusters
  Score: Raw -5118080.927316 + Penalty 5167.676948 = -5112913.250367
  nChanged 4
		SP:Iteration 22Q (5066.240000 sec): 3 clusters
  Score: Raw -5118084.408323 + Penalty 5167.676948 = -5112916.731375
  nChanged 1
		SP:Iteration 23Q (5066.330000 sec): 3 clusters
  Score: Raw -5118085.303336 + Penalty 5167.676948 = -5112917.626388
  nChanged 1
		SP:Iteration 24Q (5066.420000 sec): 3 clusters
  Score: Raw -5118085.829450 + Penalty 5167.676948 = -5112918.152502
  nChanged 0
		SP:Iteration 25F (5066.540000 sec): 3 clusters
  Score: Raw -5118085.829450 + Penalty 5167.676948 = -5112918.152502
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1040 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5066.560000 sec): 2 clusters
  Score: Raw -136069.930864 + Penalty 1722.850046 = -134347.080818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5066.560000 sec): 3 clusters
  Score: Raw -135868.484790 + Penalty 3445.700092 = -132422.784698
  nChanged 263
		SP:Iteration 1F (5066.570000 sec): 3 clusters
  Score: Raw -136170.186831 + Penalty 3445.700092 = -132724.486739
  nChanged 80
		SP:Iteration 2F (5066.570000 sec): 3 clusters
  Score: Raw -136276.773611 + Penalty 3445.700092 = -132831.073519
  nChanged 33
		SP:Iteration 3Q (5066.570000 sec): 3 clusters
  Score: Raw -136322.928774 + Penalty 3445.700092 = -132877.228682
  nChanged 19
		SP:Iteration 4Q (5066.580000 sec): 3 clusters
  Score: Raw -136351.560413 + Penalty 3445.700092 = -132905.860321
  nChanged 11
		SP:Iteration 5Q (5066.580000 sec): 3 clusters
  Score: Raw -136368.738330 + Penalty 3445.700092 = -132923.038238
  nChanged 12
		SP:Iteration 6Q (5066.590000 sec): 3 clusters
  Score: Raw -136378.818101 + Penalty 3445.700092 = -132933.118009
  nChanged 11
		SP:Iteration 7Q (5066.590000 sec): 3 clusters
  Score: Raw -136395.285807 + Penalty 3445.700092 = -132949.585715
  nChanged 12
		SP:Iteration 8Q (5066.590000 sec): 3 clusters
  Score: Raw -136411.519637 + Penalty 3445.700092 = -132965.819545
  nChanged 8
		SP:Iteration 9Q (5066.590000 sec): 3 clusters
  Score: Raw -136422.098978 + Penalty 3445.700092 = -132976.398886
  nChanged 7
		SP:Iteration 10Q (5066.600000 sec): 3 clusters
  Score: Raw -136431.034775 + Penalty 3445.700092 = -132985.334683
  nChanged 10
		SP:Iteration 11Q (5066.600000 sec): 3 clusters
  Score: Raw -136446.702524 + Penalty 3445.700092 = -133001.002432
  nChanged 12
		SP:Iteration 12Q (5066.610000 sec): 3 clusters
  Score: Raw -136469.778756 + Penalty 3445.700092 = -133024.078664
  nChanged 12
		SP:Iteration 13Q (5066.610000 sec): 3 clusters
  Score: Raw -136494.643635 + Penalty 3445.700092 = -133048.943543
  nChanged 8
		SP:Iteration 14Q (5066.610000 sec): 3 clusters
  Score: Raw -136503.470707 + Penalty 3445.700092 = -133057.770614
  nChanged 7
		SP:Iteration 15Q (5066.620000 sec): 3 clusters
  Score: Raw -136510.378889 + Penalty 3445.700092 = -133064.678796
  nChanged 4
		SP:Iteration 16Q (5066.620000 sec): 3 clusters
  Score: Raw -136513.742301 + Penalty 3445.700092 = -133068.042209
  nChanged 0
		SP:Iteration 17F (5066.630000 sec): 3 clusters
  Score: Raw -136513.742301 + Penalty 3445.700092 = -133068.042209
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (1144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5066.630000 sec): 2 clusters
  Score: Raw -145614.319752 + Penalty 1746.486971 = -143867.832782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5066.630000 sec): 3 clusters
  Score: Raw -145461.043834 + Penalty 3492.973941 = -141968.069893
  nChanged 349
		SP:Iteration 1F (5066.640000 sec): 3 clusters
  Score: Raw -146382.635907 + Penalty 3492.973941 = -142889.661965
  nChanged 157
		SP:Iteration 2F (5066.640000 sec): 3 clusters
  Score: Raw -147201.433214 + Penalty 3492.973941 = -143708.459273
  nChanged 137
		SP:Iteration 3F (5066.650000 sec): 3 clusters
  Score: Raw -148140.237826 + Penalty 3492.973941 = -144647.263884
  nChanged 76
		SP:Iteration 4F (5066.650000 sec): 3 clusters
  Score: Raw -149593.945254 + Penalty 3492.973941 = -146100.971313
  nChanged 46
		SP:Iteration 5Q (5066.650000 sec): 3 clusters
  Score: Raw -150556.512695 + Penalty 3492.973941 = -147063.538754
  nChanged 37
		SP:Iteration 6Q (5066.660000 sec): 3 clusters
  Score: Raw -150724.420811 + Penalty 3492.973941 = -147231.446870
  nChanged 23
		SP:Iteration 7Q (5066.660000 sec): 3 clusters
  Score: Raw -150825.577812 + Penalty 3492.973941 = -147332.603870
  nChanged 16
		SP:Iteration 8Q (5066.660000 sec): 3 clusters
  Score: Raw -150918.300708 + Penalty 3492.973941 = -147425.326767
  nChanged 19
		SP:Iteration 9Q (5066.670000 sec): 3 clusters
  Score: Raw -151090.219408 + Penalty 3492.973941 = -147597.245466
  nChanged 8
		SP:Iteration 10Q (5066.670000 sec): 3 clusters
  Score: Raw -151155.932487 + Penalty 3492.973941 = -147662.958546
  nChanged 6
		SP:Iteration 11Q (5066.670000 sec): 3 clusters
  Score: Raw -151213.569561 + Penalty 3492.973941 = -147720.595619
  nChanged 5
		SP:Iteration 12Q (5066.670000 sec): 3 clusters
  Score: Raw -151253.072952 + Penalty 3492.973941 = -147760.099011
  nChanged 6
		SP:Iteration 13Q (5066.680000 sec): 3 clusters
  Score: Raw -151303.805796 + Penalty 3492.973941 = -147810.831855
  nChanged 5
		SP:Iteration 14Q (5066.680000 sec): 3 clusters
  Score: Raw -151346.770518 + Penalty 3492.973941 = -147853.796576
  nChanged 3
		SP:Iteration 15Q (5066.680000 sec): 3 clusters
  Score: Raw -151355.556265 + Penalty 3492.973941 = -147862.582324
  nChanged 0
		SP:Iteration 16F (5066.690000 sec): 3 clusters
  Score: Raw -151357.193616 + Penalty 3492.973941 = -147864.219674
  nChanged 2
		SP:Iteration 17Q (5066.690000 sec): 3 clusters
  Score: Raw -151370.549189 + Penalty 3492.973941 = -147877.575248
  nChanged 3
		SP:Iteration 18Q (5066.690000 sec): 3 clusters
  Score: Raw -151386.248287 + Penalty 3492.973941 = -147893.274345
  nChanged 4
		SP:Iteration 19Q (5066.700000 sec): 3 clusters
  Score: Raw -151403.240584 + Penalty 3492.973941 = -147910.266643
  nChanged 2
		SP:Iteration 20F (5066.700000 sec): 3 clusters
  Score: Raw -151413.535013 + Penalty 3492.973941 = -147920.561072
  nChanged 1
		SP:Iteration 21Q (5066.700000 sec): 3 clusters
  Score: Raw -151416.775194 + Penalty 3492.973941 = -147923.801252
  nChanged 0
		SP:Iteration 22F (5066.710000 sec): 3 clusters
  Score: Raw -151416.775194 + Penalty 3492.973941 = -147923.801252
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 33.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5066.710000 sec): 2 clusters
  Score: Raw -59390.796509 + Penalty 1620.739835 = -57770.056674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5066.720000 sec): 3 clusters
  Score: Raw -59677.790028 + Penalty 3241.479670 = -56436.310357
  nChanged 250
		SP:Iteration 1F (5066.720000 sec): 3 clusters
  Score: Raw -61036.846373 + Penalty 3241.479670 = -57795.366702
  nChanged 123
		SP:Iteration 2F (5066.720000 sec): 3 clusters
  Score: Raw -62413.870520 + Penalty 3241.479670 = -59172.390849
  nChanged 45
		SP:Iteration 3F (5066.730000 sec): 3 clusters
  Score: Raw -63481.399773 + Penalty 3241.479670 = -60239.920102
  nChanged 27
		SP:Iteration 4Q (5066.730000 sec): 3 clusters
  Score: Raw -63764.574721 + Penalty 3241.479670 = -60523.095051
  nChanged 11
		SP:Iteration 5Q (5066.730000 sec): 3 clusters
  Score: Raw -63835.687754 + Penalty 3241.479670 = -60594.208084
  nChanged 3
		SP:Iteration 6Q (5066.730000 sec): 3 clusters
  Score: Raw -63844.468050 + Penalty 3241.479670 = -60602.988380
  nChanged 1
		SP:Iteration 7Q (5066.730000 sec): 3 clusters
  Score: Raw -63847.405326 + Penalty 3241.479670 = -60605.925655
  nChanged 1
		SP:Iteration 8Q (5066.730000 sec): 3 clusters
  Score: Raw -63849.655935 + Penalty 3241.479670 = -60608.176264
  nChanged 1
		SP:Iteration 9Q (5066.740000 sec): 3 clusters
  Score: Raw -63851.398440 + Penalty 3241.479670 = -60609.918770
  nChanged 0
		SP:Iteration 10F (5066.740000 sec): 3 clusters
  Score: Raw -63851.398440 + Penalty 3241.479670 = -60609.918770
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 34.
Iteration 99Q (5076.830000 sec): 35 clusters
  Score: Raw -117622239.741133 + Penalty 114739.327988 = -117507500.413145
  nChanged 180
Iteration 100F (5113.820000 sec): 35 clusters
  Score: Raw -117622861.210066 + Penalty 114739.327988 = -117508121.882077
  nChanged 155
Iteration 101Q (5123.820000 sec): 35 clusters
  Score: Raw -117623115.354354 + Penalty 114739.327988 = -117508376.026366
  nChanged 149
Iteration 102Q (5133.820000 sec): 35 clusters
  Score: Raw -117623195.520410 + Penalty 114739.327988 = -117508456.192422
  nChanged 128
Iteration 103Q (5143.800000 sec): 35 clusters
  Score: Raw -117623206.141887 + Penalty 114739.327988 = -117508466.813899
  nChanged 137
Iteration 104Q (5153.780000 sec): 35 clusters
  Score: Raw -117623221.495016 + Penalty 114739.327988 = -117508482.167028
  nChanged 139
Iteration 105Q (5163.760000 sec): 35 clusters
  Score: Raw -117623226.430110 + Penalty 114739.327988 = -117508487.102121
  nChanged 139
Iteration 106Q (5173.730000 sec): 35 clusters
  Score: Raw -117623230.716765 + Penalty 114739.327988 = -117508491.388777
  nChanged 134
Iteration 107Q (5183.770000 sec): 35 clusters
  Score: Raw -117623234.849562 + Penalty 114739.327988 = -117508495.521574
  nChanged 123
Iteration 108Q (5193.740000 sec): 35 clusters
  Score: Raw -117623238.630956 + Penalty 114739.327988 = -117508499.302968
  nChanged 107
Iteration 109Q (5203.720000 sec): 35 clusters
  Score: Raw -117623244.344067 + Penalty 114739.327988 = -117508505.016079
  nChanged 104
Iteration 110Q (5213.690000 sec): 35 clusters
  Score: Raw -117623247.459888 + Penalty 114739.327988 = -117508508.131900
  nChanged 90
Iteration 111Q (5223.720000 sec): 35 clusters
  Score: Raw -117623250.426673 + Penalty 114739.327988 = -117508511.098685
  nChanged 98
Iteration 112Q (5233.690000 sec): 35 clusters
  Score: Raw -117623253.216320 + Penalty 114739.327988 = -117508513.888332
  nChanged 95
Iteration 113Q (5243.680000 sec): 35 clusters
  Score: Raw -117623255.100484 + Penalty 114739.327988 = -117508515.772496
  nChanged 74
Iteration 114Q (5253.640000 sec): 35 clusters
  Score: Raw -117623256.399633 + Penalty 114739.327988 = -117508517.071645
  nChanged 81
Iteration 115Q (5263.620000 sec): 35 clusters
  Score: Raw -117623258.361524 + Penalty 114739.327988 = -117508519.033536
  nChanged 78
Iteration 116Q (5273.610000 sec): 35 clusters
  Score: Raw -117623260.410304 + Penalty 114739.327988 = -117508521.082316
  nChanged 59
Iteration 117Q (5283.580000 sec): 35 clusters
  Score: Raw -117623261.955661 + Penalty 114739.327988 = -117508522.627673
  nChanged 59
Iteration 118Q (5293.530000 sec): 35 clusters
  Score: Raw -117623263.095758 + Penalty 114739.327988 = -117508523.767770
  nChanged 54
Iteration 119Q (5303.490000 sec): 35 clusters
  Score: Raw -117623264.068852 + Penalty 114739.327988 = -117508524.740864
  nChanged 54
Iteration 120F (5340.430000 sec): 35 clusters
  Score: Raw -117623268.575188 + Penalty 114739.327988 = -117508529.247200
  nChanged 55
Iteration 121Q (5350.420000 sec): 35 clusters
  Score: Raw -117623374.608073 + Penalty 114739.327988 = -117508635.280084
  nChanged 62
Iteration 122Q (5360.410000 sec): 35 clusters
  Score: Raw -117623474.840407 + Penalty 114739.327988 = -117508735.512419
  nChanged 44
Iteration 123Q (5370.370000 sec): 35 clusters
  Score: Raw -117623500.457534 + Penalty 114739.327988 = -117508761.129546
  nChanged 43
Iteration 124Q (5380.300000 sec): 35 clusters
  Score: Raw -117623511.667185 + Penalty 114739.327988 = -117508772.339197
  nChanged 42
Iteration 125Q (5390.250000 sec): 35 clusters
  Score: Raw -117623553.364583 + Penalty 114739.327988 = -117508814.036595
  nChanged 46
Iteration 126Q (5400.200000 sec): 35 clusters
  Score: Raw -117623556.931999 + Penalty 114739.327988 = -117508817.604011
  nChanged 34
Iteration 127Q (5410.060000 sec): 35 clusters
  Score: Raw -117623557.643739 + Penalty 114739.327988 = -117508818.315751
  nChanged 28
Iteration 128Q (5419.960000 sec): 35 clusters
  Score: Raw -117623558.643016 + Penalty 114739.327988 = -117508819.315027
  nChanged 26
Iteration 129Q (5429.910000 sec): 35 clusters
  Score: Raw -117623560.151686 + Penalty 114739.327988 = -117508820.823698
  nChanged 21
Iteration 130Q (5439.870000 sec): 35 clusters
  Score: Raw -117623560.842062 + Penalty 114739.327988 = -117508821.514073
  nChanged 32
Iteration 131Q (5449.820000 sec): 35 clusters
  Score: Raw -117623561.565397 + Penalty 114739.327988 = -117508822.237409
  nChanged 31
Iteration 132Q (5459.770000 sec): 35 clusters
  Score: Raw -117623562.211301 + Penalty 114739.327988 = -117508822.883313
  nChanged 35
Iteration 133Q (5469.730000 sec): 35 clusters
  Score: Raw -117623563.058173 + Penalty 114739.327988 = -117508823.730185
  nChanged 29
Iteration 134Q (5479.770000 sec): 35 clusters
  Score: Raw -117623563.764008 + Penalty 114739.327988 = -117508824.436020
  nChanged 27
Iteration 135Q (5489.770000 sec): 35 clusters
  Score: Raw -117623564.382839 + Penalty 114739.327988 = -117508825.054850
  nChanged 31
Iteration 136Q (5499.720000 sec): 35 clusters
  Score: Raw -117623565.191451 + Penalty 114739.327988 = -117508825.863463
  nChanged 36
Iteration 137Q (5509.660000 sec): 35 clusters
  Score: Raw -117623566.061318 + Penalty 114739.327988 = -117508826.733330
  nChanged 24
Iteration 138Q (5519.590000 sec): 35 clusters
  Score: Raw -117623566.608845 + Penalty 114739.327988 = -117508827.280857
  nChanged 20
Writing temp clu file 
Because OldScore, -117508826.733330, is greater than current (better) Score,-117508827.280857 
 Compute initial score before splitting:   Score: Raw -117623566.608845 + Penalty 114739.327988 = -117508827.280857
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5519.750000 sec): 2 clusters
  Score: Raw -1045983.677138 + Penalty 2200.342051 = -1043783.335087
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5519.790000 sec): 3 clusters
  Score: Raw -1042337.449800 + Penalty 4400.684102 = -1037936.765699
  nChanged 2805
		SP:Iteration 1F (5519.820000 sec): 3 clusters
  Score: Raw -1043852.828936 + Penalty 4400.684102 = -1039452.144834
  nChanged 474
		SP:Iteration 2F (5519.840000 sec): 3 clusters
  Score: Raw -1044094.424039 + Penalty 4400.684102 = -1039693.739937
  nChanged 315
		SP:Iteration 3Q (5519.870000 sec): 3 clusters
  Score: Raw -1044240.705574 + Penalty 4400.684102 = -1039840.021473
  nChanged 235
		SP:Iteration 4Q (5519.890000 sec): 3 clusters
  Score: Raw -1044351.975263 + Penalty 4400.684102 = -1039951.291161
  nChanged 215
		SP:Iteration 5Q (5519.920000 sec): 3 clusters
  Score: Raw -1044439.528939 + Penalty 4400.684102 = -1040038.844837
  nChanged 195
		SP:Iteration 6Q (5519.950000 sec): 3 clusters
  Score: Raw -1044519.248032 + Penalty 4400.684102 = -1040118.563930
  nChanged 167
		SP:Iteration 7Q (5519.970000 sec): 3 clusters
  Score: Raw -1044588.979056 + Penalty 4400.684102 = -1040188.294955
  nChanged 158
		SP:Iteration 8Q (5520.000000 sec): 3 clusters
  Score: Raw -1044658.422329 + Penalty 4400.684102 = -1040257.738228
  nChanged 154
		SP:Iteration 9Q (5520.020000 sec): 3 clusters
  Score: Raw -1044725.011727 + Penalty 4400.684102 = -1040324.327625
  nChanged 162
		SP:Iteration 10Q (5520.050000 sec): 3 clusters
  Score: Raw -1044802.816131 + Penalty 4400.684102 = -1040402.132030
  nChanged 182
		SP:Iteration 11Q (5520.070000 sec): 3 clusters
  Score: Raw -1044891.847679 + Penalty 4400.684102 = -1040491.163577
  nChanged 173
		SP:Iteration 12Q (5520.100000 sec): 3 clusters
  Score: Raw -1044976.027665 + Penalty 4400.684102 = -1040575.343563
  nChanged 163
		SP:Iteration 13Q (5520.130000 sec): 3 clusters
  Score: Raw -1045068.430341 + Penalty 4400.684102 = -1040667.746240
  nChanged 172
		SP:Iteration 14Q (5520.150000 sec): 3 clusters
  Score: Raw -1045173.061487 + Penalty 4400.684102 = -1040772.377385
  nChanged 170
		SP:Iteration 15Q (5520.170000 sec): 3 clusters
  Score: Raw -1045274.582365 + Penalty 4400.684102 = -1040873.898263
  nChanged 178
		SP:Iteration 16Q (5520.200000 sec): 3 clusters
  Score: Raw -1045398.336720 + Penalty 4400.684102 = -1040997.652619
  nChanged 178
		SP:Iteration 17Q (5520.220000 sec): 3 clusters
  Score: Raw -1045519.824044 + Penalty 4400.684102 = -1041119.139943
  nChanged 172
		SP:Iteration 18Q (5520.250000 sec): 3 clusters
  Score: Raw -1045638.384595 + Penalty 4400.684102 = -1041237.700493
  nChanged 164
		SP:Iteration 19Q (5520.270000 sec): 3 clusters
  Score: Raw -1045751.271009 + Penalty 4400.684102 = -1041350.586908
  nChanged 142
		SP:Iteration 20F (5520.300000 sec): 3 clusters
  Score: Raw -1045846.641048 + Penalty 4400.684102 = -1041445.956947
  nChanged 113
		SP:Iteration 21Q (5520.320000 sec): 3 clusters
  Score: Raw -1045923.822033 + Penalty 4400.684102 = -1041523.137932
  nChanged 110
		SP:Iteration 22Q (5520.340000 sec): 3 clusters
  Score: Raw -1046002.104151 + Penalty 4400.684102 = -1041601.420049
  nChanged 93
		SP:Iteration 23Q (5520.370000 sec): 3 clusters
  Score: Raw -1046075.275644 + Penalty 4400.684102 = -1041674.591542
  nChanged 80
		SP:Iteration 24Q (5520.390000 sec): 3 clusters
  Score: Raw -1046128.326702 + Penalty 4400.684102 = -1041727.642600
  nChanged 55
		SP:Iteration 25Q (5520.410000 sec): 3 clusters
  Score: Raw -1046171.707720 + Penalty 4400.684102 = -1041771.023618
  nChanged 46
		SP:Iteration 26Q (5520.430000 sec): 3 clusters
  Score: Raw -1046208.746014 + Penalty 4400.684102 = -1041808.061913
  nChanged 42
		SP:Iteration 27Q (5520.450000 sec): 3 clusters
  Score: Raw -1046242.427476 + Penalty 4400.684102 = -1041841.743375
  nChanged 38
		SP:Iteration 28Q (5520.470000 sec): 3 clusters
  Score: Raw -1046270.485639 + Penalty 4400.684102 = -1041869.801537
  nChanged 19
		SP:Iteration 29Q (5520.490000 sec): 3 clusters
  Score: Raw -1046284.321613 + Penalty 4400.684102 = -1041883.637512
  nChanged 12
		SP:Iteration 30Q (5520.510000 sec): 3 clusters
  Score: Raw -1046292.376540 + Penalty 4400.684102 = -1041891.692439
  nChanged 11
		SP:Iteration 31Q (5520.530000 sec): 3 clusters
  Score: Raw -1046300.008912 + Penalty 4400.684102 = -1041899.324810
  nChanged 9
		SP:Iteration 32Q (5520.550000 sec): 3 clusters
  Score: Raw -1046310.219163 + Penalty 4400.684102 = -1041909.535061
  nChanged 12
		SP:Iteration 33Q (5520.570000 sec): 3 clusters
  Score: Raw -1046319.455276 + Penalty 4400.684102 = -1041918.771175
  nChanged 13
		SP:Iteration 34Q (5520.590000 sec): 3 clusters
  Score: Raw -1046328.862623 + Penalty 4400.684102 = -1041928.178522
  nChanged 7
		SP:Iteration 35Q (5520.610000 sec): 3 clusters
  Score: Raw -1046333.012770 + Penalty 4400.684102 = -1041932.328668
  nChanged 3
		SP:Iteration 36Q (5520.630000 sec): 3 clusters
  Score: Raw -1046335.356379 + Penalty 4400.684102 = -1041934.672277
  nChanged 3
		SP:Iteration 37Q (5520.650000 sec): 3 clusters
  Score: Raw -1046338.913265 + Penalty 4400.684102 = -1041938.229163
  nChanged 3
		SP:Iteration 38Q (5520.670000 sec): 3 clusters
  Score: Raw -1046342.050433 + Penalty 4400.684102 = -1041941.366332
  nChanged 2
		SP:Iteration 39Q (5520.690000 sec): 3 clusters
  Score: Raw -1046343.283474 + Penalty 4400.684102 = -1041942.599372
  nChanged 4
		SP:Iteration 40F (5520.720000 sec): 3 clusters
  Score: Raw -1046346.484797 + Penalty 4400.684102 = -1041945.800695
  nChanged 7
		SP:Iteration 41Q (5520.740000 sec): 3 clusters
  Score: Raw -1046353.108981 + Penalty 4400.684102 = -1041952.424879
  nChanged 7
		SP:Iteration 42Q (5520.760000 sec): 3 clusters
  Score: Raw -1046357.834109 + Penalty 4400.684102 = -1041957.150007
  nChanged 3
		SP:Iteration 43Q (5520.780000 sec): 3 clusters
  Score: Raw -1046359.049471 + Penalty 4400.684102 = -1041958.365370
  nChanged 4
		SP:Iteration 44Q (5520.800000 sec): 3 clusters
  Score: Raw -1046361.340824 + Penalty 4400.684102 = -1041960.656722
  nChanged 2
		SP:Iteration 45Q (5520.820000 sec): 3 clusters
  Score: Raw -1046362.617032 + Penalty 4400.684102 = -1041961.932931
  nChanged 2
		SP:Iteration 46Q (5520.850000 sec): 3 clusters
  Score: Raw -1046363.541881 + Penalty 4400.684102 = -1041962.857779
  nChanged 1
		SP:Iteration 47Q (5520.870000 sec): 3 clusters
  Score: Raw -1046363.951103 + Penalty 4400.684102 = -1041963.267001
  nChanged 2
		SP:Iteration 48Q (5520.890000 sec): 3 clusters
  Score: Raw -1046365.460694 + Penalty 4400.684102 = -1041964.776592
  nChanged 3
		SP:Iteration 49Q (5520.910000 sec): 3 clusters
  Score: Raw -1046367.826639 + Penalty 4400.684102 = -1041967.142538
  nChanged 1
		SP:Iteration 50Q (5520.930000 sec): 3 clusters
  Score: Raw -1046368.407776 + Penalty 4400.684102 = -1041967.723674
  nChanged 1
		SP:Iteration 51Q (5520.950000 sec): 3 clusters
  Score: Raw -1046368.873345 + Penalty 4400.684102 = -1041968.189243
  nChanged 1
		SP:Iteration 52Q (5520.970000 sec): 3 clusters
  Score: Raw -1046370.059607 + Penalty 4400.684102 = -1041969.375505
  nChanged 1
		SP:Iteration 53Q (5520.990000 sec): 3 clusters
  Score: Raw -1046370.669111 + Penalty 4400.684102 = -1041969.985010
  nChanged 1
		SP:Iteration 54Q (5521.010000 sec): 3 clusters
  Score: Raw -1046371.155305 + Penalty 4400.684102 = -1041970.471203
  nChanged 1
		SP:Iteration 55Q (5521.030000 sec): 3 clusters
  Score: Raw -1046372.511459 + Penalty 4400.684102 = -1041971.827358
  nChanged 3
		SP:Iteration 56Q (5521.050000 sec): 3 clusters
  Score: Raw -1046374.349523 + Penalty 4400.684102 = -1041973.665422
  nChanged 1
		SP:Iteration 57Q (5521.070000 sec): 3 clusters
  Score: Raw -1046375.736976 + Penalty 4400.684102 = -1041975.052875
  nChanged 1
		SP:Iteration 58Q (5521.090000 sec): 3 clusters
  Score: Raw -1046376.311223 + Penalty 4400.684102 = -1041975.627121
  nChanged 0
		SP:Iteration 59F (5521.110000 sec): 3 clusters
  Score: Raw -1046376.311223 + Penalty 4400.684102 = -1041975.627121
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5521.140000 sec): 2 clusters
  Score: Raw -1056398.542345 + Penalty 2206.523484 = -1054192.018860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5521.170000 sec): 3 clusters
  Score: Raw -1052585.349126 + Penalty 4413.046968 = -1048172.302158
  nChanged 2933
		SP:Iteration 1F (5521.190000 sec): 3 clusters
  Score: Raw -1054216.327450 + Penalty 4413.046968 = -1049803.280482
  nChanged 512
		SP:Iteration 2F (5521.220000 sec): 3 clusters
  Score: Raw -1054502.682011 + Penalty 4413.046968 = -1050089.635043
  nChanged 407
		SP:Iteration 3F (5521.250000 sec): 3 clusters
  Score: Raw -1054737.720025 + Penalty 4413.046968 = -1050324.673057
  nChanged 382
		SP:Iteration 4F (5521.270000 sec): 3 clusters
  Score: Raw -1054970.500324 + Penalty 4413.046968 = -1050557.453356
  nChanged 309
		SP:Iteration 5Q (5521.300000 sec): 3 clusters
  Score: Raw -1055172.804455 + Penalty 4413.046968 = -1050759.757487
  nChanged 307
		SP:Iteration 6Q (5521.330000 sec): 3 clusters
  Score: Raw -1055356.183172 + Penalty 4413.046968 = -1050943.136204
  nChanged 266
		SP:Iteration 7Q (5521.350000 sec): 3 clusters
  Score: Raw -1055514.212067 + Penalty 4413.046968 = -1051101.165099
  nChanged 231
		SP:Iteration 8Q (5521.380000 sec): 3 clusters
  Score: Raw -1055644.536061 + Penalty 4413.046968 = -1051231.489093
  nChanged 220
		SP:Iteration 9Q (5521.410000 sec): 3 clusters
  Score: Raw -1055776.672912 + Penalty 4413.046968 = -1051363.625944
  nChanged 232
		SP:Iteration 10Q (5521.430000 sec): 3 clusters
  Score: Raw -1055929.441043 + Penalty 4413.046968 = -1051516.394075
  nChanged 216
		SP:Iteration 11Q (5521.460000 sec): 3 clusters
  Score: Raw -1056067.380053 + Penalty 4413.046968 = -1051654.333085
  nChanged 212
		SP:Iteration 12Q (5521.490000 sec): 3 clusters
  Score: Raw -1056202.060389 + Penalty 4413.046968 = -1051789.013421
  nChanged 169
		SP:Iteration 13Q (5521.510000 sec): 3 clusters
  Score: Raw -1056305.421068 + Penalty 4413.046968 = -1051892.374099
  nChanged 149
		SP:Iteration 14Q (5521.540000 sec): 3 clusters
  Score: Raw -1056395.841619 + Penalty 4413.046968 = -1051982.794651
  nChanged 123
		SP:Iteration 15Q (5521.560000 sec): 3 clusters
  Score: Raw -1056474.661512 + Penalty 4413.046968 = -1052061.614543
  nChanged 113
		SP:Iteration 16Q (5521.590000 sec): 3 clusters
  Score: Raw -1056532.029515 + Penalty 4413.046968 = -1052118.982547
  nChanged 86
		SP:Iteration 17Q (5521.610000 sec): 3 clusters
  Score: Raw -1056576.723115 + Penalty 4413.046968 = -1052163.676147
  nChanged 86
		SP:Iteration 18Q (5521.640000 sec): 3 clusters
  Score: Raw -1056632.324072 + Penalty 4413.046968 = -1052219.277104
  nChanged 57
		SP:Iteration 19Q (5521.660000 sec): 3 clusters
  Score: Raw -1056662.354407 + Penalty 4413.046968 = -1052249.307439
  nChanged 42
		SP:Iteration 20F (5521.690000 sec): 3 clusters
  Score: Raw -1056680.553671 + Penalty 4413.046968 = -1052267.506702
  nChanged 34
		SP:Iteration 21Q (5521.710000 sec): 3 clusters
  Score: Raw -1056695.150702 + Penalty 4413.046968 = -1052282.103734
  nChanged 27
		SP:Iteration 22Q (5521.730000 sec): 3 clusters
  Score: Raw -1056704.257044 + Penalty 4413.046968 = -1052291.210076
  nChanged 24
		SP:Iteration 23Q (5521.760000 sec): 3 clusters
  Score: Raw -1056712.772819 + Penalty 4413.046968 = -1052299.725851
  nChanged 27
		SP:Iteration 24Q (5521.780000 sec): 3 clusters
  Score: Raw -1056719.729151 + Penalty 4413.046968 = -1052306.682183
  nChanged 13
		SP:Iteration 25Q (5521.810000 sec): 3 clusters
  Score: Raw -1056722.787338 + Penalty 4413.046968 = -1052309.740370
  nChanged 17
		SP:Iteration 26Q (5521.830000 sec): 3 clusters
  Score: Raw -1056726.591472 + Penalty 4413.046968 = -1052313.544503
  nChanged 11
		SP:Iteration 27Q (5521.860000 sec): 3 clusters
  Score: Raw -1056728.714195 + Penalty 4413.046968 = -1052315.667227
  nChanged 7
		SP:Iteration 28Q (5521.880000 sec): 3 clusters
  Score: Raw -1056730.198762 + Penalty 4413.046968 = -1052317.151794
  nChanged 6
		SP:Iteration 29Q (5521.900000 sec): 3 clusters
  Score: Raw -1056732.112267 + Penalty 4413.046968 = -1052319.065299
  nChanged 7
		SP:Iteration 30Q (5521.930000 sec): 3 clusters
  Score: Raw -1056733.743848 + Penalty 4413.046968 = -1052320.696879
  nChanged 5
		SP:Iteration 31Q (5521.950000 sec): 3 clusters
  Score: Raw -1056735.104325 + Penalty 4413.046968 = -1052322.057357
  nChanged 6
		SP:Iteration 32Q (5521.970000 sec): 3 clusters
  Score: Raw -1056736.374714 + Penalty 4413.046968 = -1052323.327746
  nChanged 5
		SP:Iteration 33Q (5522.000000 sec): 3 clusters
  Score: Raw -1056737.816299 + Penalty 4413.046968 = -1052324.769330
  nChanged 3
		SP:Iteration 34Q (5522.020000 sec): 3 clusters
  Score: Raw -1056738.600985 + Penalty 4413.046968 = -1052325.554017
  nChanged 6
		SP:Iteration 35Q (5522.050000 sec): 3 clusters
  Score: Raw -1056739.555627 + Penalty 4413.046968 = -1052326.508659
  nChanged 1
		SP:Iteration 36Q (5522.070000 sec): 3 clusters
  Score: Raw -1056739.722327 + Penalty 4413.046968 = -1052326.675359
  nChanged 1
		SP:Iteration 37Q (5522.090000 sec): 3 clusters
  Score: Raw -1056740.041018 + Penalty 4413.046968 = -1052326.994050
  nChanged 1
		SP:Iteration 38Q (5522.120000 sec): 3 clusters
  Score: Raw -1056740.168108 + Penalty 4413.046968 = -1052327.121140
  nChanged 1
		SP:Iteration 39Q (5522.140000 sec): 3 clusters
  Score: Raw -1056740.544535 + Penalty 4413.046968 = -1052327.497567
  nChanged 1
		SP:Iteration 40F (5522.170000 sec): 3 clusters
  Score: Raw -1056740.731983 + Penalty 4413.046968 = -1052327.685015
  nChanged 2
		SP:Iteration 41Q (5522.190000 sec): 3 clusters
  Score: Raw -1056741.021712 + Penalty 4413.046968 = -1052327.974744
  nChanged 0
		SP:Iteration 42F (5522.220000 sec): 3 clusters
  Score: Raw -1056741.021712 + Penalty 4413.046968 = -1052327.974744
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5522.310000 sec): 2 clusters
  Score: Raw -4004703.146646 + Penalty 2531.462575 = -4002171.684070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5522.410000 sec): 3 clusters
  Score: Raw -3988489.606163 + Penalty 5062.925151 = -3983426.681012
  nChanged 12197
		SP:Iteration 1F (5522.510000 sec): 3 clusters
  Score: Raw -3994928.496415 + Penalty 5062.925151 = -3989865.571264
  nChanged 1280
		SP:Iteration 2Q (5522.610000 sec): 3 clusters
  Score: Raw -3995328.056458 + Penalty 5062.925151 = -3990265.131307
  nChanged 1111
		SP:Iteration 3Q (5522.710000 sec): 3 clusters
  Score: Raw -3995653.470079 + Penalty 5062.925151 = -3990590.544929
  nChanged 968
		SP:Iteration 4Q (5522.810000 sec): 3 clusters
  Score: Raw -3995942.567300 + Penalty 5062.925151 = -3990879.642149
  nChanged 963
		SP:Iteration 5Q (5522.920000 sec): 3 clusters
  Score: Raw -3996245.846728 + Penalty 5062.925151 = -3991182.921578
  nChanged 972
		SP:Iteration 6Q (5523.020000 sec): 3 clusters
  Score: Raw -3996610.678120 + Penalty 5062.925151 = -3991547.752969
  nChanged 1160
		SP:Iteration 7Q (5523.120000 sec): 3 clusters
  Score: Raw -3997144.982272 + Penalty 5062.925151 = -3992082.057121
  nChanged 1352
		SP:Iteration 8Q (5523.220000 sec): 3 clusters
  Score: Raw -3997850.739264 + Penalty 5062.925151 = -3992787.814113
  nChanged 1524
		SP:Iteration 9F (5523.320000 sec): 3 clusters
  Score: Raw -3998782.572053 + Penalty 5062.925151 = -3993719.646902
  nChanged 1600
		SP:Iteration 10F (5523.420000 sec): 3 clusters
  Score: Raw -3999909.338915 + Penalty 5062.925151 = -3994846.413764
  nChanged 1633
		SP:Iteration 11F (5523.520000 sec): 3 clusters
  Score: Raw -4001155.178397 + Penalty 5062.925151 = -3996092.253246
  nChanged 1369
		SP:Iteration 12F (5523.620000 sec): 3 clusters
  Score: Raw -4002272.026308 + Penalty 5062.925151 = -3997209.101158
  nChanged 1053
		SP:Iteration 13Q (5523.720000 sec): 3 clusters
  Score: Raw -4003117.718666 + Penalty 5062.925151 = -3998054.793515
  nChanged 754
		SP:Iteration 14Q (5523.810000 sec): 3 clusters
  Score: Raw -4003680.425365 + Penalty 5062.925151 = -3998617.500215
  nChanged 536
		SP:Iteration 15Q (5523.900000 sec): 3 clusters
  Score: Raw -4004022.552368 + Penalty 5062.925151 = -3998959.627217
  nChanged 367
		SP:Iteration 16Q (5523.990000 sec): 3 clusters
  Score: Raw -4004223.197454 + Penalty 5062.925151 = -3999160.272303
  nChanged 296
		SP:Iteration 17Q (5524.070000 sec): 3 clusters
  Score: Raw -4004380.169816 + Penalty 5062.925151 = -3999317.244665
  nChanged 254
		SP:Iteration 18Q (5524.150000 sec): 3 clusters
  Score: Raw -4004506.802948 + Penalty 5062.925151 = -3999443.877797
  nChanged 212
		SP:Iteration 19Q (5524.230000 sec): 3 clusters
  Score: Raw -4004606.955531 + Penalty 5062.925151 = -3999544.030380
  nChanged 182
		SP:Iteration 20F (5524.330000 sec): 3 clusters
  Score: Raw -4004689.189101 + Penalty 5062.925151 = -3999626.263950
  nChanged 150
		SP:Iteration 21Q (5524.410000 sec): 3 clusters
  Score: Raw -4004755.854028 + Penalty 5062.925151 = -3999692.928877
  nChanged 137
		SP:Iteration 22Q (5524.480000 sec): 3 clusters
  Score: Raw -4004813.217979 + Penalty 5062.925151 = -3999750.292828
  nChanged 117
		SP:Iteration 23Q (5524.560000 sec): 3 clusters
  Score: Raw -4004857.114243 + Penalty 5062.925151 = -3999794.189092
  nChanged 88
		SP:Iteration 24Q (5524.630000 sec): 3 clusters
  Score: Raw -4004887.310603 + Penalty 5062.925151 = -3999824.385452
  nChanged 61
		SP:Iteration 25Q (5524.710000 sec): 3 clusters
  Score: Raw -4004904.899653 + Penalty 5062.925151 = -3999841.974503
  nChanged 52
		SP:Iteration 26Q (5524.790000 sec): 3 clusters
  Score: Raw -4004920.876550 + Penalty 5062.925151 = -3999857.951399
  nChanged 45
		SP:Iteration 27Q (5524.860000 sec): 3 clusters
  Score: Raw -4004932.454268 + Penalty 5062.925151 = -3999869.529117
  nChanged 43
		SP:Iteration 28Q (5524.940000 sec): 3 clusters
  Score: Raw -4004945.134480 + Penalty 5062.925151 = -3999882.209329
  nChanged 33
		SP:Iteration 29Q (5525.010000 sec): 3 clusters
  Score: Raw -4004952.820424 + Penalty 5062.925151 = -3999889.895274
  nChanged 25
		SP:Iteration 30Q (5525.090000 sec): 3 clusters
  Score: Raw -4004960.705528 + Penalty 5062.925151 = -3999897.780377
  nChanged 24
		SP:Iteration 31Q (5525.160000 sec): 3 clusters
  Score: Raw -4004968.566365 + Penalty 5062.925151 = -3999905.641214
  nChanged 22
		SP:Iteration 32Q (5525.230000 sec): 3 clusters
  Score: Raw -4004976.574944 + Penalty 5062.925151 = -3999913.649794
  nChanged 18
		SP:Iteration 33Q (5525.310000 sec): 3 clusters
  Score: Raw -4004980.986506 + Penalty 5062.925151 = -3999918.061355
  nChanged 17
		SP:Iteration 34Q (5525.380000 sec): 3 clusters
  Score: Raw -4004985.801998 + Penalty 5062.925151 = -3999922.876847
  nChanged 21
		SP:Iteration 35Q (5525.450000 sec): 3 clusters
  Score: Raw -4004992.973275 + Penalty 5062.925151 = -3999930.048125
  nChanged 24
		SP:Iteration 36Q (5525.540000 sec): 3 clusters
  Score: Raw -4005000.630822 + Penalty 5062.925151 = -3999937.705672
  nChanged 20
		SP:Iteration 37Q (5525.610000 sec): 3 clusters
  Score: Raw -4005005.894691 + Penalty 5062.925151 = -3999942.969540
  nChanged 15
		SP:Iteration 38Q (5525.680000 sec): 3 clusters
  Score: Raw -4005010.213432 + Penalty 5062.925151 = -3999947.288281
  nChanged 21
		SP:Iteration 39Q (5525.760000 sec): 3 clusters
  Score: Raw -4005016.370939 + Penalty 5062.925151 = -3999953.445788
  nChanged 17
		SP:Iteration 40F (5525.860000 sec): 3 clusters
  Score: Raw -4005021.380640 + Penalty 5062.925151 = -3999958.455489
  nChanged 22
		SP:Iteration 41Q (5525.930000 sec): 3 clusters
  Score: Raw -4005029.371406 + Penalty 5062.925151 = -3999966.446255
  nChanged 28
		SP:Iteration 42Q (5526.010000 sec): 3 clusters
  Score: Raw -4005037.664093 + Penalty 5062.925151 = -3999974.738942
  nChanged 18
		SP:Iteration 43Q (5526.080000 sec): 3 clusters
  Score: Raw -4005041.875077 + Penalty 5062.925151 = -3999978.949926
  nChanged 13
		SP:Iteration 44Q (5526.150000 sec): 3 clusters
  Score: Raw -4005044.908125 + Penalty 5062.925151 = -3999981.982974
  nChanged 10
		SP:Iteration 45Q (5526.220000 sec): 3 clusters
  Score: Raw -4005048.063866 + Penalty 5062.925151 = -3999985.138716
  nChanged 9
		SP:Iteration 46Q (5526.300000 sec): 3 clusters
  Score: Raw -4005050.417558 + Penalty 5062.925151 = -3999987.492407
  nChanged 8
		SP:Iteration 47Q (5526.370000 sec): 3 clusters
  Score: Raw -4005052.129975 + Penalty 5062.925151 = -3999989.204824
  nChanged 8
		SP:Iteration 48Q (5526.440000 sec): 3 clusters
  Score: Raw -4005054.625824 + Penalty 5062.925151 = -3999991.700673
  nChanged 9
		SP:Iteration 49Q (5526.510000 sec): 3 clusters
  Score: Raw -4005056.311360 + Penalty 5062.925151 = -3999993.386210
  nChanged 9
		SP:Iteration 50Q (5526.580000 sec): 3 clusters
  Score: Raw -4005058.442813 + Penalty 5062.925151 = -3999995.517663
  nChanged 13
		SP:Iteration 51Q (5526.660000 sec): 3 clusters
  Score: Raw -4005062.504509 + Penalty 5062.925151 = -3999999.579358
  nChanged 10
		SP:Iteration 52Q (5526.730000 sec): 3 clusters
  Score: Raw -4005064.620533 + Penalty 5062.925151 = -4000001.695382
  nChanged 7
		SP:Iteration 53Q (5526.800000 sec): 3 clusters
  Score: Raw -4005066.272363 + Penalty 5062.925151 = -4000003.347212
  nChanged 5
		SP:Iteration 54Q (5526.880000 sec): 3 clusters
  Score: Raw -4005067.035353 + Penalty 5062.925151 = -4000004.110202
  nChanged 5
		SP:Iteration 55Q (5526.950000 sec): 3 clusters
  Score: Raw -4005067.827433 + Penalty 5062.925151 = -4000004.902282
  nChanged 3
		SP:Iteration 56Q (5527.020000 sec): 3 clusters
  Score: Raw -4005068.181817 + Penalty 5062.925151 = -4000005.256667
  nChanged 1
		SP:Iteration 57Q (5527.100000 sec): 3 clusters
  Score: Raw -4005068.530665 + Penalty 5062.925151 = -4000005.605514
  nChanged 1
		SP:Iteration 58Q (5527.170000 sec): 3 clusters
  Score: Raw -4005068.986040 + Penalty 5062.925151 = -4000006.060889
  nChanged 2
		SP:Iteration 59Q (5527.240000 sec): 3 clusters
  Score: Raw -4005069.674139 + Penalty 5062.925151 = -4000006.748988
  nChanged 1
		SP:Iteration 60F (5527.340000 sec): 3 clusters
  Score: Raw -4005069.943725 + Penalty 5062.925151 = -4000007.018574
  nChanged 1
		SP:Iteration 61Q (5527.410000 sec): 3 clusters
  Score: Raw -4005070.230402 + Penalty 5062.925151 = -4000007.305251
  nChanged 1
		SP:Iteration 62Q (5527.490000 sec): 3 clusters
  Score: Raw -4005070.388292 + Penalty 5062.925151 = -4000007.463141
  nChanged 1
		SP:Iteration 63Q (5527.560000 sec): 3 clusters
  Score: Raw -4005070.552470 + Penalty 5062.925151 = -4000007.627320
  nChanged 0
		SP:Iteration 64F (5527.660000 sec): 3 clusters
  Score: Raw -4005070.552470 + Penalty 5062.925151 = -4000007.627320
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (23972 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5527.730000 sec): 2 clusters
  Score: Raw -3323176.781255 + Penalty 2500.991157 = -3320675.790098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5527.820000 sec): 3 clusters
  Score: Raw -3309040.571811 + Penalty 5001.982314 = -3304038.589497
  nChanged 10679
		SP:Iteration 1F (5527.910000 sec): 3 clusters
  Score: Raw -3315078.332374 + Penalty 5001.982314 = -3310076.350061
  nChanged 1352
		SP:Iteration 2F (5528.000000 sec): 3 clusters
  Score: Raw -3315654.933013 + Penalty 5001.982314 = -3310652.950699
  nChanged 1232
		SP:Iteration 3F (5528.090000 sec): 3 clusters
  Score: Raw -3316170.386489 + Penalty 5001.982314 = -3311168.404176
  nChanged 1133
		SP:Iteration 4Q (5528.180000 sec): 3 clusters
  Score: Raw -3316673.918265 + Penalty 5001.982314 = -3311671.935951
  nChanged 1106
		SP:Iteration 5Q (5528.280000 sec): 3 clusters
  Score: Raw -3317230.944295 + Penalty 5001.982314 = -3312228.961982
  nChanged 1185
		SP:Iteration 6Q (5528.370000 sec): 3 clusters
  Score: Raw -3317931.817016 + Penalty 5001.982314 = -3312929.834703
  nChanged 1275
		SP:Iteration 7F (5528.450000 sec): 3 clusters
  Score: Raw -3318764.409107 + Penalty 5001.982314 = -3313762.426793
  nChanged 1264
		SP:Iteration 8F (5528.540000 sec): 3 clusters
  Score: Raw -3319655.265372 + Penalty 5001.982314 = -3314653.283059
  nChanged 1142
		SP:Iteration 9Q (5528.630000 sec): 3 clusters
  Score: Raw -3320470.144134 + Penalty 5001.982314 = -3315468.161820
  nChanged 1010
		SP:Iteration 10Q (5528.720000 sec): 3 clusters
  Score: Raw -3321206.081298 + Penalty 5001.982314 = -3316204.098984
  nChanged 849
		SP:Iteration 11Q (5528.800000 sec): 3 clusters
  Score: Raw -3321791.728760 + Penalty 5001.982314 = -3316789.746446
  nChanged 664
		SP:Iteration 12Q (5528.880000 sec): 3 clusters
  Score: Raw -3322223.878685 + Penalty 5001.982314 = -3317221.896371
  nChanged 542
		SP:Iteration 13Q (5528.960000 sec): 3 clusters
  Score: Raw -3322582.400807 + Penalty 5001.982314 = -3317580.418493
  nChanged 427
		SP:Iteration 14Q (5529.040000 sec): 3 clusters
  Score: Raw -3322863.439685 + Penalty 5001.982314 = -3317861.457371
  nChanged 352
		SP:Iteration 15Q (5529.110000 sec): 3 clusters
  Score: Raw -3323071.285841 + Penalty 5001.982314 = -3318069.303527
  nChanged 262
		SP:Iteration 16Q (5529.180000 sec): 3 clusters
  Score: Raw -3323211.659987 + Penalty 5001.982314 = -3318209.677673
  nChanged 213
		SP:Iteration 17Q (5529.250000 sec): 3 clusters
  Score: Raw -3323321.299229 + Penalty 5001.982314 = -3318319.316916
  nChanged 161
		SP:Iteration 18Q (5529.320000 sec): 3 clusters
  Score: Raw -3323385.115860 + Penalty 5001.982314 = -3318383.133547
  nChanged 113
		SP:Iteration 19Q (5529.390000 sec): 3 clusters
  Score: Raw -3323427.720873 + Penalty 5001.982314 = -3318425.738560
  nChanged 98
		SP:Iteration 20F (5529.480000 sec): 3 clusters
  Score: Raw -3323461.598256 + Penalty 5001.982314 = -3318459.615942
  nChanged 75
		SP:Iteration 21Q (5529.550000 sec): 3 clusters
  Score: Raw -3323483.559631 + Penalty 5001.982314 = -3318481.577317
  nChanged 61
		SP:Iteration 22Q (5529.610000 sec): 3 clusters
  Score: Raw -3323502.035718 + Penalty 5001.982314 = -3318500.053404
  nChanged 62
		SP:Iteration 23Q (5529.680000 sec): 3 clusters
  Score: Raw -3323521.827243 + Penalty 5001.982314 = -3318519.844929
  nChanged 56
		SP:Iteration 24Q (5529.750000 sec): 3 clusters
  Score: Raw -3323537.084949 + Penalty 5001.982314 = -3318535.102635
  nChanged 42
		SP:Iteration 25Q (5529.810000 sec): 3 clusters
  Score: Raw -3323548.675140 + Penalty 5001.982314 = -3318546.692827
  nChanged 37
		SP:Iteration 26Q (5529.880000 sec): 3 clusters
  Score: Raw -3323558.566401 + Penalty 5001.982314 = -3318556.584087
  nChanged 35
		SP:Iteration 27Q (5529.950000 sec): 3 clusters
  Score: Raw -3323566.986851 + Penalty 5001.982314 = -3318565.004537
  nChanged 26
		SP:Iteration 28Q (5530.010000 sec): 3 clusters
  Score: Raw -3323574.647671 + Penalty 5001.982314 = -3318572.665357
  nChanged 35
		SP:Iteration 29Q (5530.080000 sec): 3 clusters
  Score: Raw -3323587.344292 + Penalty 5001.982314 = -3318585.361978
  nChanged 31
		SP:Iteration 30Q (5530.150000 sec): 3 clusters
  Score: Raw -3323594.529947 + Penalty 5001.982314 = -3318592.547634
  nChanged 23
		SP:Iteration 31Q (5530.210000 sec): 3 clusters
  Score: Raw -3323600.577153 + Penalty 5001.982314 = -3318598.594839
  nChanged 22
		SP:Iteration 32Q (5530.280000 sec): 3 clusters
  Score: Raw -3323605.445074 + Penalty 5001.982314 = -3318603.462760
  nChanged 18
		SP:Iteration 33Q (5530.350000 sec): 3 clusters
  Score: Raw -3323609.973121 + Penalty 5001.982314 = -3318607.990807
  nChanged 19
		SP:Iteration 34Q (5530.410000 sec): 3 clusters
  Score: Raw -3323614.675616 + Penalty 5001.982314 = -3318612.693302
  nChanged 25
		SP:Iteration 35Q (5530.480000 sec): 3 clusters
  Score: Raw -3323622.819141 + Penalty 5001.982314 = -3318620.836828
  nChanged 26
		SP:Iteration 36Q (5530.550000 sec): 3 clusters
  Score: Raw -3323631.000893 + Penalty 5001.982314 = -3318629.018579
  nChanged 29
		SP:Iteration 37Q (5530.610000 sec): 3 clusters
  Score: Raw -3323638.781352 + Penalty 5001.982314 = -3318636.799038
  nChanged 21
		SP:Iteration 38Q (5530.680000 sec): 3 clusters
  Score: Raw -3323644.188561 + Penalty 5001.982314 = -3318642.206247
  nChanged 20
		SP:Iteration 39Q (5530.750000 sec): 3 clusters
  Score: Raw -3323648.598432 + Penalty 5001.982314 = -3318646.616118
  nChanged 17
		SP:Iteration 40F (5530.840000 sec): 3 clusters
  Score: Raw -3323652.915101 + Penalty 5001.982314 = -3318650.932787
  nChanged 25
		SP:Iteration 41Q (5530.900000 sec): 3 clusters
  Score: Raw -3323660.918176 + Penalty 5001.982314 = -3318658.935862
  nChanged 23
		SP:Iteration 42Q (5530.970000 sec): 3 clusters
  Score: Raw -3323667.811631 + Penalty 5001.982314 = -3318665.829317
  nChanged 22
		SP:Iteration 43Q (5531.030000 sec): 3 clusters
  Score: Raw -3323673.063668 + Penalty 5001.982314 = -3318671.081354
  nChanged 20
		SP:Iteration 44Q (5531.100000 sec): 3 clusters
  Score: Raw -3323678.217728 + Penalty 5001.982314 = -3318676.235415
  nChanged 16
		SP:Iteration 45Q (5531.170000 sec): 3 clusters
  Score: Raw -3323682.244941 + Penalty 5001.982314 = -3318680.262627
  nChanged 17
		SP:Iteration 46Q (5531.230000 sec): 3 clusters
  Score: Raw -3323686.440561 + Penalty 5001.982314 = -3318684.458247
  nChanged 10
		SP:Iteration 47Q (5531.300000 sec): 3 clusters
  Score: Raw -3323689.004393 + Penalty 5001.982314 = -3318687.022079
  nChanged 16
		SP:Iteration 48Q (5531.370000 sec): 3 clusters
  Score: Raw -3323693.414434 + Penalty 5001.982314 = -3318691.432120
  nChanged 11
		SP:Iteration 49Q (5531.430000 sec): 3 clusters
  Score: Raw -3323696.353585 + Penalty 5001.982314 = -3318694.371271
  nChanged 11
		SP:Iteration 50Q (5531.500000 sec): 3 clusters
  Score: Raw -3323701.010644 + Penalty 5001.982314 = -3318699.028331
  nChanged 18
		SP:Iteration 51Q (5531.560000 sec): 3 clusters
  Score: Raw -3323705.241305 + Penalty 5001.982314 = -3318703.258991
  nChanged 14
		SP:Iteration 52Q (5531.630000 sec): 3 clusters
  Score: Raw -3323709.615086 + Penalty 5001.982314 = -3318707.632773
  nChanged 12
		SP:Iteration 53Q (5531.690000 sec): 3 clusters
  Score: Raw -3323712.724053 + Penalty 5001.982314 = -3318710.741739
  nChanged 14
		SP:Iteration 54Q (5531.760000 sec): 3 clusters
  Score: Raw -3323717.029886 + Penalty 5001.982314 = -3318715.047573
  nChanged 22
		SP:Iteration 55Q (5531.830000 sec): 3 clusters
  Score: Raw -3323722.826204 + Penalty 5001.982314 = -3318720.843891
  nChanged 16
		SP:Iteration 56Q (5531.890000 sec): 3 clusters
  Score: Raw -3323727.769139 + Penalty 5001.982314 = -3318725.786825
  nChanged 13
		SP:Iteration 57Q (5531.950000 sec): 3 clusters
  Score: Raw -3323731.750721 + Penalty 5001.982314 = -3318729.768407
  nChanged 15
		SP:Iteration 58Q (5532.020000 sec): 3 clusters
  Score: Raw -3323735.825832 + Penalty 5001.982314 = -3318733.843518
  nChanged 18
		SP:Iteration 59Q (5532.090000 sec): 3 clusters
  Score: Raw -3323740.736148 + Penalty 5001.982314 = -3318738.753834
  nChanged 18
		SP:Iteration 60F (5532.170000 sec): 3 clusters
  Score: Raw -3323746.561394 + Penalty 5001.982314 = -3318744.579080
  nChanged 15
		SP:Iteration 61Q (5532.230000 sec): 3 clusters
  Score: Raw -3323750.974505 + Penalty 5001.982314 = -3318748.992191
  nChanged 8
		SP:Iteration 62Q (5532.300000 sec): 3 clusters
  Score: Raw -3323752.888300 + Penalty 5001.982314 = -3318750.905987
  nChanged 3
		SP:Iteration 63Q (5532.370000 sec): 3 clusters
  Score: Raw -3323753.531206 + Penalty 5001.982314 = -3318751.548893
  nChanged 3
		SP:Iteration 64Q (5532.430000 sec): 3 clusters
  Score: Raw -3323754.216512 + Penalty 5001.982314 = -3318752.234198
  nChanged 2
		SP:Iteration 65Q (5532.500000 sec): 3 clusters
  Score: Raw -3323755.052788 + Penalty 5001.982314 = -3318753.070474
  nChanged 3
		SP:Iteration 66Q (5532.560000 sec): 3 clusters
  Score: Raw -3323755.610148 + Penalty 5001.982314 = -3318753.627834
  nChanged 2
		SP:Iteration 67Q (5532.630000 sec): 3 clusters
  Score: Raw -3323755.932685 + Penalty 5001.982314 = -3318753.950371
  nChanged 2
		SP:Iteration 68Q (5532.690000 sec): 3 clusters
  Score: Raw -3323756.284257 + Penalty 5001.982314 = -3318754.301944
  nChanged 1
		SP:Iteration 69Q (5532.760000 sec): 3 clusters
  Score: Raw -3323756.421433 + Penalty 5001.982314 = -3318754.439119
  nChanged 0
		SP:Iteration 70F (5532.850000 sec): 3 clusters
  Score: Raw -3323756.421433 + Penalty 5001.982314 = -3318754.439119
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5532.870000 sec): 2 clusters
  Score: Raw -495297.937820 + Penalty 2019.664378 = -493278.273441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5532.880000 sec): 3 clusters
  Score: Raw -493775.329505 + Penalty 4039.328756 = -489736.000749
  nChanged 1240
		SP:Iteration 1F (5532.890000 sec): 3 clusters
  Score: Raw -494532.492518 + Penalty 4039.328756 = -490493.163762
  nChanged 257
		SP:Iteration 2F (5532.900000 sec): 3 clusters
  Score: Raw -494700.611072 + Penalty 4039.328756 = -490661.282315
  nChanged 167
		SP:Iteration 3Q (5532.910000 sec): 3 clusters
  Score: Raw -494821.997480 + Penalty 4039.328756 = -490782.668724
  nChanged 149
		SP:Iteration 4Q (5532.930000 sec): 3 clusters
  Score: Raw -494936.057761 + Penalty 4039.328756 = -490896.729004
  nChanged 140
		SP:Iteration 5Q (5532.940000 sec): 3 clusters
  Score: Raw -495058.608911 + Penalty 4039.328756 = -491019.280155
  nChanged 153
		SP:Iteration 6Q (5532.950000 sec): 3 clusters
  Score: Raw -495185.876984 + Penalty 4039.328756 = -491146.548227
  nChanged 131
		SP:Iteration 7Q (5532.960000 sec): 3 clusters
  Score: Raw -495291.173546 + Penalty 4039.328756 = -491251.844790
  nChanged 123
		SP:Iteration 8Q (5532.970000 sec): 3 clusters
  Score: Raw -495402.305430 + Penalty 4039.328756 = -491362.976674
  nChanged 113
		SP:Iteration 9Q (5532.990000 sec): 3 clusters
  Score: Raw -495502.151395 + Penalty 4039.328756 = -491462.822639
  nChanged 103
		SP:Iteration 10Q (5533.000000 sec): 3 clusters
  Score: Raw -495591.018531 + Penalty 4039.328756 = -491551.689774
  nChanged 111
		SP:Iteration 11Q (5533.010000 sec): 3 clusters
  Score: Raw -495687.519394 + Penalty 4039.328756 = -491648.190638
  nChanged 84
		SP:Iteration 12Q (5533.030000 sec): 3 clusters
  Score: Raw -495761.225488 + Penalty 4039.328756 = -491721.896732
  nChanged 87
		SP:Iteration 13Q (5533.040000 sec): 3 clusters
  Score: Raw -495842.182626 + Penalty 4039.328756 = -491802.853870
  nChanged 77
		SP:Iteration 14Q (5533.050000 sec): 3 clusters
  Score: Raw -495929.213171 + Penalty 4039.328756 = -491889.884414
  nChanged 88
		SP:Iteration 15Q (5533.060000 sec): 3 clusters
  Score: Raw -496034.219724 + Penalty 4039.328756 = -491994.890967
  nChanged 84
		SP:Iteration 16Q (5533.070000 sec): 3 clusters
  Score: Raw -496128.328558 + Penalty 4039.328756 = -492088.999801
  nChanged 78
		SP:Iteration 17Q (5533.090000 sec): 3 clusters
  Score: Raw -496224.760885 + Penalty 4039.328756 = -492185.432129
  nChanged 92
		SP:Iteration 18Q (5533.100000 sec): 3 clusters
  Score: Raw -496350.790426 + Penalty 4039.328756 = -492311.461670
  nChanged 89
		SP:Iteration 19Q (5533.110000 sec): 3 clusters
  Score: Raw -496469.965906 + Penalty 4039.328756 = -492430.637149
  nChanged 82
		SP:Iteration 20F (5533.120000 sec): 3 clusters
  Score: Raw -496574.370543 + Penalty 4039.328756 = -492535.041787
  nChanged 84
		SP:Iteration 21Q (5533.130000 sec): 3 clusters
  Score: Raw -496672.282227 + Penalty 4039.328756 = -492632.953470
  nChanged 76
		SP:Iteration 22Q (5533.140000 sec): 3 clusters
  Score: Raw -496753.439940 + Penalty 4039.328756 = -492714.111184
  nChanged 63
		SP:Iteration 23Q (5533.150000 sec): 3 clusters
  Score: Raw -496795.925438 + Penalty 4039.328756 = -492756.596682
  nChanged 45
		SP:Iteration 24Q (5533.160000 sec): 3 clusters
  Score: Raw -496825.066625 + Penalty 4039.328756 = -492785.737869
  nChanged 40
		SP:Iteration 25Q (5533.170000 sec): 3 clusters
  Score: Raw -496854.881363 + Penalty 4039.328756 = -492815.552606
  nChanged 40
		SP:Iteration 26Q (5533.180000 sec): 3 clusters
  Score: Raw -496884.168200 + Penalty 4039.328756 = -492844.839444
  nChanged 41
		SP:Iteration 27Q (5533.190000 sec): 3 clusters
  Score: Raw -496910.512343 + Penalty 4039.328756 = -492871.183586
  nChanged 33
		SP:Iteration 28Q (5533.200000 sec): 3 clusters
  Score: Raw -496933.574146 + Penalty 4039.328756 = -492894.245390
  nChanged 36
		SP:Iteration 29Q (5533.210000 sec): 3 clusters
  Score: Raw -496956.744108 + Penalty 4039.328756 = -492917.415352
  nChanged 29
		SP:Iteration 30Q (5533.230000 sec): 3 clusters
  Score: Raw -496974.537998 + Penalty 4039.328756 = -492935.209241
  nChanged 24
		SP:Iteration 31Q (5533.230000 sec): 3 clusters
  Score: Raw -496988.859893 + Penalty 4039.328756 = -492949.531137
  nChanged 20
		SP:Iteration 32Q (5533.250000 sec): 3 clusters
  Score: Raw -496999.094751 + Penalty 4039.328756 = -492959.765995
  nChanged 12
		SP:Iteration 33Q (5533.250000 sec): 3 clusters
  Score: Raw -497002.764086 + Penalty 4039.328756 = -492963.435330
  nChanged 7
		SP:Iteration 34Q (5533.270000 sec): 3 clusters
  Score: Raw -497004.754678 + Penalty 4039.328756 = -492965.425922
  nChanged 3
		SP:Iteration 35Q (5533.270000 sec): 3 clusters
  Score: Raw -497005.721788 + Penalty 4039.328756 = -492966.393032
  nChanged 3
		SP:Iteration 36Q (5533.290000 sec): 3 clusters
  Score: Raw -497006.736873 + Penalty 4039.328756 = -492967.408117
  nChanged 2
		SP:Iteration 37Q (5533.290000 sec): 3 clusters
  Score: Raw -497007.249744 + Penalty 4039.328756 = -492967.920988
  nChanged 1
		SP:Iteration 38Q (5533.310000 sec): 3 clusters
  Score: Raw -497007.433455 + Penalty 4039.328756 = -492968.104699
  nChanged 1
		SP:Iteration 39Q (5533.310000 sec): 3 clusters
  Score: Raw -497007.833969 + Penalty 4039.328756 = -492968.505213
  nChanged 1
		SP:Iteration 40F (5533.330000 sec): 3 clusters
  Score: Raw -497008.018099 + Penalty 4039.328756 = -492968.689343
  nChanged 1
		SP:Iteration 41Q (5533.340000 sec): 3 clusters
  Score: Raw -497008.432371 + Penalty 4039.328756 = -492969.103614
  nChanged 2
		SP:Iteration 42Q (5533.350000 sec): 3 clusters
  Score: Raw -497009.294181 + Penalty 4039.328756 = -492969.965424
  nChanged 3
		SP:Iteration 43Q (5533.360000 sec): 3 clusters
  Score: Raw -497010.757709 + Penalty 4039.328756 = -492971.428953
  nChanged 3
		SP:Iteration 44Q (5533.370000 sec): 3 clusters
  Score: Raw -497011.842954 + Penalty 4039.328756 = -492972.514197
  nChanged 3
		SP:Iteration 45Q (5533.380000 sec): 3 clusters
  Score: Raw -497012.781027 + Penalty 4039.328756 = -492973.452270
  nChanged 3
		SP:Iteration 46Q (5533.390000 sec): 3 clusters
  Score: Raw -497013.598648 + Penalty 4039.328756 = -492974.269892
  nChanged 5
		SP:Iteration 47Q (5533.400000 sec): 3 clusters
  Score: Raw -497015.270103 + Penalty 4039.328756 = -492975.941347
  nChanged 4
		SP:Iteration 48Q (5533.410000 sec): 3 clusters
  Score: Raw -497017.823343 + Penalty 4039.328756 = -492978.494587
  nChanged 3
		SP:Iteration 49Q (5533.420000 sec): 3 clusters
  Score: Raw -497019.348166 + Penalty 4039.328756 = -492980.019409
  nChanged 2
		SP:Iteration 50Q (5533.430000 sec): 3 clusters
  Score: Raw -497020.656597 + Penalty 4039.328756 = -492981.327840
  nChanged 3
		SP:Iteration 51Q (5533.440000 sec): 3 clusters
  Score: Raw -497021.776882 + Penalty 4039.328756 = -492982.448125
  nChanged 4
		SP:Iteration 52Q (5533.450000 sec): 3 clusters
  Score: Raw -497023.715468 + Penalty 4039.328756 = -492984.386712
  nChanged 3
		SP:Iteration 53Q (5533.460000 sec): 3 clusters
  Score: Raw -497025.279414 + Penalty 4039.328756 = -492985.950657
  nChanged 1
		SP:Iteration 54Q (5533.470000 sec): 3 clusters
  Score: Raw -497025.500055 + Penalty 4039.328756 = -492986.171298
  nChanged 2
		SP:Iteration 55Q (5533.480000 sec): 3 clusters
  Score: Raw -497026.101532 + Penalty 4039.328756 = -492986.772776
  nChanged 1
		SP:Iteration 56Q (5533.490000 sec): 3 clusters
  Score: Raw -497026.327584 + Penalty 4039.328756 = -492986.998827
  nChanged 0
		SP:Iteration 57F (5533.500000 sec): 3 clusters
  Score: Raw -497026.327584 + Penalty 4039.328756 = -492986.998827
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5533.510000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5533.510000 sec): 3 clusters
  Score: Raw -126942.556142 + Penalty 3350.283633 = -123592.272508
  nChanged 212
		SP:Iteration 1F (5533.510000 sec): 3 clusters
  Score: Raw -127223.621326 + Penalty 3350.283633 = -123873.337693
  nChanged 36
		SP:Iteration 2Q (5533.510000 sec): 3 clusters
  Score: Raw -127287.757681 + Penalty 3350.283633 = -123937.474047
  nChanged 22
		SP:Iteration 3Q (5533.520000 sec): 3 clusters
  Score: Raw -127320.412288 + Penalty 3350.283633 = -123970.128654
  nChanged 15
		SP:Iteration 4Q (5533.520000 sec): 3 clusters
  Score: Raw -127338.771886 + Penalty 3350.283633 = -123988.488252
  nChanged 8
		SP:Iteration 5Q (5533.520000 sec): 3 clusters
  Score: Raw -127348.623311 + Penalty 3350.283633 = -123998.339678
  nChanged 7
		SP:Iteration 6Q (5533.530000 sec): 3 clusters
  Score: Raw -127356.297809 + Penalty 3350.283633 = -124006.014175
  nChanged 7
		SP:Iteration 7Q (5533.530000 sec): 3 clusters
  Score: Raw -127374.979613 + Penalty 3350.283633 = -124024.695979
  nChanged 7
		SP:Iteration 8Q (5533.530000 sec): 3 clusters
  Score: Raw -127385.596839 + Penalty 3350.283633 = -124035.313206
  nChanged 5
		SP:Iteration 9Q (5533.530000 sec): 3 clusters
  Score: Raw -127391.093778 + Penalty 3350.283633 = -124040.810145
  nChanged 4
		SP:Iteration 10Q (5533.540000 sec): 3 clusters
  Score: Raw -127394.858011 + Penalty 3350.283633 = -124044.574378
  nChanged 0
		SP:Iteration 11F (5533.540000 sec): 3 clusters
  Score: Raw -127394.858011 + Penalty 3350.283633 = -124044.574378
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5533.550000 sec): 2 clusters
  Score: Raw -34077.485412 + Penalty 1384.707085 = -32692.778327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5533.550000 sec): 3 clusters
  Score: Raw -34295.126283 + Penalty 2769.414169 = -31525.712114
  nChanged 38
		SP:Iteration 1F (5533.550000 sec): 3 clusters
  Score: Raw -34422.286280 + Penalty 2769.414169 = -31652.872111
  nChanged 9
		SP:Iteration 2Q (5533.550000 sec): 3 clusters
  Score: Raw -34471.262046 + Penalty 2769.414169 = -31701.847877
  nChanged 10
		SP:Iteration 3Q (5533.550000 sec): 3 clusters
  Score: Raw -34560.781685 + Penalty 2769.414169 = -31791.367515
  nChanged 7
		SP:Iteration 4Q (5533.550000 sec): 3 clusters
  Score: Raw -34635.061404 + Penalty 2769.414169 = -31865.647235
  nChanged 9
		SP:Iteration 5Q (5533.550000 sec): 3 clusters
  Score: Raw -34687.584306 + Penalty 2769.414169 = -31918.170137
  nChanged 2
		SP:Iteration 6Q (5533.550000 sec): 3 clusters
  Score: Raw -34702.647350 + Penalty 2769.414169 = -31933.233181
  nChanged 1
		SP:Iteration 7Q (5533.550000 sec): 3 clusters
  Score: Raw -34713.100210 + Penalty 2769.414169 = -31943.686041
  nChanged 2
		SP:Iteration 8Q (5533.550000 sec): 3 clusters
  Score: Raw -34732.313255 + Penalty 2769.414169 = -31962.899086
  nChanged 0
		SP:Iteration 9F (5533.550000 sec): 3 clusters
  Score: Raw -34732.313255 + Penalty 2769.414169 = -31962.899086
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5533.600000 sec): 2 clusters
  Score: Raw -2041152.166654 + Penalty 2361.802642 = -2038790.364012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5533.650000 sec): 3 clusters
  Score: Raw -2033463.564913 + Penalty 4723.605284 = -2028739.959628
  nChanged 5865
		SP:Iteration 1F (5533.700000 sec): 3 clusters
  Score: Raw -2036761.664507 + Penalty 4723.605284 = -2032038.059222
  nChanged 922
		SP:Iteration 2F (5533.750000 sec): 3 clusters
  Score: Raw -2037241.018155 + Penalty 4723.605284 = -2032517.412871
  nChanged 783
		SP:Iteration 3F (5533.800000 sec): 3 clusters
  Score: Raw -2037654.162667 + Penalty 4723.605284 = -2032930.557383
  nChanged 756
		SP:Iteration 4F (5533.850000 sec): 3 clusters
  Score: Raw -2038120.906085 + Penalty 4723.605284 = -2033397.300800
  nChanged 817
		SP:Iteration 5F (5533.900000 sec): 3 clusters
  Score: Raw -2038679.172700 + Penalty 4723.605284 = -2033955.567416
  nChanged 765
		SP:Iteration 6F (5533.950000 sec): 3 clusters
  Score: Raw -2039260.134690 + Penalty 4723.605284 = -2034536.529405
  nChanged 695
		SP:Iteration 7F (5533.990000 sec): 3 clusters
  Score: Raw -2039819.753603 + Penalty 4723.605284 = -2035096.148319
  nChanged 605
		SP:Iteration 8Q (5534.040000 sec): 3 clusters
  Score: Raw -2040349.057316 + Penalty 4723.605284 = -2035625.452032
  nChanged 429
		SP:Iteration 9Q (5534.090000 sec): 3 clusters
  Score: Raw -2040742.585499 + Penalty 4723.605284 = -2036018.980214
  nChanged 292
		SP:Iteration 10Q (5534.140000 sec): 3 clusters
  Score: Raw -2041029.800757 + Penalty 4723.605284 = -2036306.195472
  nChanged 181
		SP:Iteration 11Q (5534.180000 sec): 3 clusters
  Score: Raw -2041193.238235 + Penalty 4723.605284 = -2036469.632951
  nChanged 87
		SP:Iteration 12Q (5534.220000 sec): 3 clusters
  Score: Raw -2041272.166160 + Penalty 4723.605284 = -2036548.560875
  nChanged 51
		SP:Iteration 13Q (5534.260000 sec): 3 clusters
  Score: Raw -2041325.315974 + Penalty 4723.605284 = -2036601.710689
  nChanged 36
		SP:Iteration 14Q (5534.300000 sec): 3 clusters
  Score: Raw -2041365.103356 + Penalty 4723.605284 = -2036641.498072
  nChanged 26
		SP:Iteration 15Q (5534.340000 sec): 3 clusters
  Score: Raw -2041397.770429 + Penalty 4723.605284 = -2036674.165145
  nChanged 15
		SP:Iteration 16Q (5534.380000 sec): 3 clusters
  Score: Raw -2041414.728480 + Penalty 4723.605284 = -2036691.123196
  nChanged 13
		SP:Iteration 17Q (5534.410000 sec): 3 clusters
  Score: Raw -2041428.841461 + Penalty 4723.605284 = -2036705.236176
  nChanged 11
		SP:Iteration 18Q (5534.450000 sec): 3 clusters
  Score: Raw -2041444.019227 + Penalty 4723.605284 = -2036720.413943
  nChanged 11
		SP:Iteration 19Q (5534.490000 sec): 3 clusters
  Score: Raw -2041455.838716 + Penalty 4723.605284 = -2036732.233432
  nChanged 4
		SP:Iteration 20F (5534.540000 sec): 3 clusters
  Score: Raw -2041458.863129 + Penalty 4723.605284 = -2036735.257845
  nChanged 4
		SP:Iteration 21Q (5534.570000 sec): 3 clusters
  Score: Raw -2041463.062832 + Penalty 4723.605284 = -2036739.457548
  nChanged 3
		SP:Iteration 22Q (5534.610000 sec): 3 clusters
  Score: Raw -2041466.037532 + Penalty 4723.605284 = -2036742.432247
  nChanged 4
		SP:Iteration 23Q (5534.650000 sec): 3 clusters
  Score: Raw -2041471.107412 + Penalty 4723.605284 = -2036747.502128
  nChanged 3
		SP:Iteration 24Q (5534.690000 sec): 3 clusters
  Score: Raw -2041473.279213 + Penalty 4723.605284 = -2036749.673929
  nChanged 0
		SP:Iteration 25F (5534.730000 sec): 3 clusters
  Score: Raw -2041473.279213 + Penalty 4723.605284 = -2036749.673929
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69748 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5534.960000 sec): 2 clusters
  Score: Raw -10199802.743146 + Penalty 2765.855718 = -10197036.887428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5535.220000 sec): 3 clusters
  Score: Raw -10155703.719282 + Penalty 5531.711437 = -10150172.007845
  nChanged 32695
		SP:Iteration 1F (5535.470000 sec): 3 clusters
  Score: Raw -10174061.555212 + Penalty 5531.711437 = -10168529.843775
  nChanged 2376
		SP:Iteration 2Q (5535.730000 sec): 3 clusters
  Score: Raw -10174673.552876 + Penalty 5531.711437 = -10169141.841440
  nChanged 2501
		SP:Iteration 3Q (5536.000000 sec): 3 clusters
  Score: Raw -10175402.040714 + Penalty 5531.711437 = -10169870.329277
  nChanged 2792
		SP:Iteration 4Q (5536.260000 sec): 3 clusters
  Score: Raw -10176418.141939 + Penalty 5531.711437 = -10170886.430502
  nChanged 3532
		SP:Iteration 5F (5536.520000 sec): 3 clusters
  Score: Raw -10178170.656893 + Penalty 5531.711437 = -10172638.945456
  nChanged 4758
		SP:Iteration 6F (5536.770000 sec): 3 clusters
  Score: Raw -10181345.858489 + Penalty 5531.711437 = -10175814.147052
  nChanged 5994
		SP:Iteration 7F (5537.030000 sec): 3 clusters
  Score: Raw -10186432.875351 + Penalty 5531.711437 = -10180901.163914
  nChanged 6138
		SP:Iteration 8F (5537.280000 sec): 3 clusters
  Score: Raw -10192456.662916 + Penalty 5531.711437 = -10186924.951480
  nChanged 4420
		SP:Iteration 9F (5537.530000 sec): 3 clusters
  Score: Raw -10196884.248886 + Penalty 5531.711437 = -10191352.537449
  nChanged 2147
		SP:Iteration 10Q (5537.780000 sec): 3 clusters
  Score: Raw -10198926.713432 + Penalty 5531.711437 = -10193395.001996
  nChanged 744
		SP:Iteration 11Q (5537.990000 sec): 3 clusters
  Score: Raw -10199594.336884 + Penalty 5531.711437 = -10194062.625447
  nChanged 249
		SP:Iteration 12Q (5538.190000 sec): 3 clusters
  Score: Raw -10199832.319754 + Penalty 5531.711437 = -10194300.608317
  nChanged 104
		SP:Iteration 13Q (5538.370000 sec): 3 clusters
  Score: Raw -10199954.809933 + Penalty 5531.711437 = -10194423.098497
  nChanged 40
		SP:Iteration 14Q (5538.560000 sec): 3 clusters
  Score: Raw -10200001.726537 + Penalty 5531.711437 = -10194470.015100
  nChanged 29
		SP:Iteration 15Q (5538.740000 sec): 3 clusters
  Score: Raw -10200033.726623 + Penalty 5531.711437 = -10194502.015186
  nChanged 18
		SP:Iteration 16Q (5538.920000 sec): 3 clusters
  Score: Raw -10200057.075838 + Penalty 5531.711437 = -10194525.364401
  nChanged 14
		SP:Iteration 17Q (5539.100000 sec): 3 clusters
  Score: Raw -10200075.388598 + Penalty 5531.711437 = -10194543.677161
  nChanged 7
		SP:Iteration 18Q (5539.280000 sec): 3 clusters
  Score: Raw -10200087.251392 + Penalty 5531.711437 = -10194555.539955
  nChanged 6
		SP:Iteration 19Q (5539.450000 sec): 3 clusters
  Score: Raw -10200096.132350 + Penalty 5531.711437 = -10194564.420913
  nChanged 4
		SP:Iteration 20F (5539.710000 sec): 3 clusters
  Score: Raw -10200099.197173 + Penalty 5531.711437 = -10194567.485736
  nChanged 1
		SP:Iteration 21Q (5539.890000 sec): 3 clusters
  Score: Raw -10200101.942517 + Penalty 5531.711437 = -10194570.231081
  nChanged 4
		SP:Iteration 22Q (5540.070000 sec): 3 clusters
  Score: Raw -10200110.458346 + Penalty 5531.711437 = -10194578.746910
  nChanged 8
		SP:Iteration 23Q (5540.250000 sec): 3 clusters
  Score: Raw -10200118.677407 + Penalty 5531.711437 = -10194586.965970
  nChanged 7
		SP:Iteration 24Q (5540.420000 sec): 3 clusters
  Score: Raw -10200131.078680 + Penalty 5531.711437 = -10194599.367244
  nChanged 3
		SP:Iteration 25Q (5540.600000 sec): 3 clusters
  Score: Raw -10200136.588272 + Penalty 5531.711437 = -10194604.876835
  nChanged 5
		SP:Iteration 26Q (5540.780000 sec): 3 clusters
  Score: Raw -10200143.436978 + Penalty 5531.711437 = -10194611.725541
  nChanged 5
		SP:Iteration 27Q (5540.960000 sec): 3 clusters
  Score: Raw -10200150.560255 + Penalty 5531.711437 = -10194618.848819
  nChanged 5
		SP:Iteration 28Q (5541.140000 sec): 3 clusters
  Score: Raw -10200158.306205 + Penalty 5531.711437 = -10194626.594768
  nChanged 5
		SP:Iteration 29Q (5541.310000 sec): 3 clusters
  Score: Raw -10200163.528979 + Penalty 5531.711437 = -10194631.817543
  nChanged 2
		SP:Iteration 30Q (5541.490000 sec): 3 clusters
  Score: Raw -10200166.709281 + Penalty 5531.711437 = -10194634.997845
  nChanged 1
		SP:Iteration 31Q (5541.670000 sec): 3 clusters
  Score: Raw -10200168.188768 + Penalty 5531.711437 = -10194636.477332
  nChanged 0
		SP:Iteration 32F (5541.930000 sec): 3 clusters
  Score: Raw -10200168.188768 + Penalty 5531.711437 = -10194636.477332
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5541.960000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5541.970000 sec): 3 clusters
  Score: Raw -385230.567170 + Penalty 3923.652944 = -381306.914227
  nChanged 927
		SP:Iteration 1F (5541.980000 sec): 3 clusters
  Score: Raw -385818.927025 + Penalty 3923.652944 = -381895.274081
  nChanged 202
		SP:Iteration 2F (5541.990000 sec): 3 clusters
  Score: Raw -385970.202543 + Penalty 3923.652944 = -382046.549599
  nChanged 126
		SP:Iteration 3Q (5542.000000 sec): 3 clusters
  Score: Raw -386062.647952 + Penalty 3923.652944 = -382138.995008
  nChanged 78
		SP:Iteration 4Q (5542.010000 sec): 3 clusters
  Score: Raw -386110.175247 + Penalty 3923.652944 = -382186.522303
  nChanged 63
		SP:Iteration 5Q (5542.020000 sec): 3 clusters
  Score: Raw -386152.552667 + Penalty 3923.652944 = -382228.899724
  nChanged 44
		SP:Iteration 6Q (5542.030000 sec): 3 clusters
  Score: Raw -386182.196238 + Penalty 3923.652944 = -382258.543294
  nChanged 38
		SP:Iteration 7Q (5542.040000 sec): 3 clusters
  Score: Raw -386201.202175 + Penalty 3923.652944 = -382277.549231
  nChanged 24
		SP:Iteration 8Q (5542.050000 sec): 3 clusters
  Score: Raw -386218.696275 + Penalty 3923.652944 = -382295.043331
  nChanged 25
		SP:Iteration 9Q (5542.060000 sec): 3 clusters
  Score: Raw -386234.014180 + Penalty 3923.652944 = -382310.361236
  nChanged 21
		SP:Iteration 10Q (5542.070000 sec): 3 clusters
  Score: Raw -386245.816961 + Penalty 3923.652944 = -382322.164017
  nChanged 17
		SP:Iteration 11Q (5542.080000 sec): 3 clusters
  Score: Raw -386253.263394 + Penalty 3923.652944 = -382329.610451
  nChanged 14
		SP:Iteration 12Q (5542.090000 sec): 3 clusters
  Score: Raw -386261.108834 + Penalty 3923.652944 = -382337.455891
  nChanged 10
		SP:Iteration 13Q (5542.100000 sec): 3 clusters
  Score: Raw -386265.360613 + Penalty 3923.652944 = -382341.707669
  nChanged 4
		SP:Iteration 14Q (5542.110000 sec): 3 clusters
  Score: Raw -386267.586481 + Penalty 3923.652944 = -382343.933537
  nChanged 4
		SP:Iteration 15Q (5542.120000 sec): 3 clusters
  Score: Raw -386269.445980 + Penalty 3923.652944 = -382345.793037
  nChanged 6
		SP:Iteration 16Q (5542.130000 sec): 3 clusters
  Score: Raw -386272.719351 + Penalty 3923.652944 = -382349.066408
  nChanged 6
		SP:Iteration 17Q (5542.140000 sec): 3 clusters
  Score: Raw -386275.012920 + Penalty 3923.652944 = -382351.359976
  nChanged 5
		SP:Iteration 18Q (5542.150000 sec): 3 clusters
  Score: Raw -386277.501056 + Penalty 3923.652944 = -382353.848112
  nChanged 6
		SP:Iteration 19Q (5542.160000 sec): 3 clusters
  Score: Raw -386279.996871 + Penalty 3923.652944 = -382356.343927
  nChanged 2
		SP:Iteration 20F (5542.170000 sec): 3 clusters
  Score: Raw -386280.453921 + Penalty 3923.652944 = -382356.800977
  nChanged 2
		SP:Iteration 21Q (5542.180000 sec): 3 clusters
  Score: Raw -386281.477695 + Penalty 3923.652944 = -382357.824752
  nChanged 3
		SP:Iteration 22Q (5542.190000 sec): 3 clusters
  Score: Raw -386283.409230 + Penalty 3923.652944 = -382359.756286
  nChanged 5
		SP:Iteration 23Q (5542.200000 sec): 3 clusters
  Score: Raw -386286.552625 + Penalty 3923.652944 = -382362.899681
  nChanged 6
		SP:Iteration 24Q (5542.210000 sec): 3 clusters
  Score: Raw -386289.670621 + Penalty 3923.652944 = -382366.017677
  nChanged 6
		SP:Iteration 25Q (5542.220000 sec): 3 clusters
  Score: Raw -386291.895850 + Penalty 3923.652944 = -382368.242906
  nChanged 3
		SP:Iteration 26Q (5542.230000 sec): 3 clusters
  Score: Raw -386293.194814 + Penalty 3923.652944 = -382369.541870
  nChanged 5
		SP:Iteration 27Q (5542.240000 sec): 3 clusters
  Score: Raw -386295.510004 + Penalty 3923.652944 = -382371.857060
  nChanged 7
		SP:Iteration 28Q (5542.250000 sec): 3 clusters
  Score: Raw -386297.686315 + Penalty 3923.652944 = -382374.033371
  nChanged 6
		SP:Iteration 29Q (5542.260000 sec): 3 clusters
  Score: Raw -386299.343246 + Penalty 3923.652944 = -382375.690302
  nChanged 3
		SP:Iteration 30Q (5542.270000 sec): 3 clusters
  Score: Raw -386300.195258 + Penalty 3923.652944 = -382376.542314
  nChanged 3
		SP:Iteration 31Q (5542.270000 sec): 3 clusters
  Score: Raw -386302.140913 + Penalty 3923.652944 = -382378.487969
  nChanged 3
		SP:Iteration 32Q (5542.290000 sec): 3 clusters
  Score: Raw -386303.723152 + Penalty 3923.652944 = -382380.070209
  nChanged 4
		SP:Iteration 33Q (5542.290000 sec): 3 clusters
  Score: Raw -386305.356888 + Penalty 3923.652944 = -382381.703945
  nChanged 3
		SP:Iteration 34Q (5542.310000 sec): 3 clusters
  Score: Raw -386306.908026 + Penalty 3923.652944 = -382383.255082
  nChanged 3
		SP:Iteration 35Q (5542.310000 sec): 3 clusters
  Score: Raw -386308.853387 + Penalty 3923.652944 = -382385.200443
  nChanged 3
		SP:Iteration 36Q (5542.330000 sec): 3 clusters
  Score: Raw -386311.062327 + Penalty 3923.652944 = -382387.409383
  nChanged 2
		SP:Iteration 37Q (5542.330000 sec): 3 clusters
  Score: Raw -386311.554683 + Penalty 3923.652944 = -382387.901739
  nChanged 4
		SP:Iteration 38Q (5542.350000 sec): 3 clusters
  Score: Raw -386312.919779 + Penalty 3923.652944 = -382389.266835
  nChanged 3
		SP:Iteration 39Q (5542.350000 sec): 3 clusters
  Score: Raw -386314.360605 + Penalty 3923.652944 = -382390.707661
  nChanged 3
		SP:Iteration 40F (5542.360000 sec): 3 clusters
  Score: Raw -386316.079198 + Penalty 3923.652944 = -382392.426254
  nChanged 3
		SP:Iteration 41Q (5542.370000 sec): 3 clusters
  Score: Raw -386317.264091 + Penalty 3923.652944 = -382393.611147
  nChanged 1
		SP:Iteration 42Q (5542.380000 sec): 3 clusters
  Score: Raw -386317.612272 + Penalty 3923.652944 = -382393.959329
  nChanged 0
		SP:Iteration 43F (5542.390000 sec): 3 clusters
  Score: Raw -386317.612272 + Penalty 3923.652944 = -382393.959329
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5542.400000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5542.400000 sec): 3 clusters
  Score: Raw -168845.205232 + Penalty 3494.272938 = -165350.932294
  nChanged 307
		SP:Iteration 1F (5542.410000 sec): 3 clusters
  Score: Raw -169171.986850 + Penalty 3494.272938 = -165677.713912
  nChanged 82
		SP:Iteration 2F (5542.410000 sec): 3 clusters
  Score: Raw -169287.354524 + Penalty 3494.272938 = -165793.081586
  nChanged 49
		SP:Iteration 3Q (5542.420000 sec): 3 clusters
  Score: Raw -169343.845752 + Penalty 3494.272938 = -165849.572814
  nChanged 21
		SP:Iteration 4Q (5542.420000 sec): 3 clusters
  Score: Raw -169367.672014 + Penalty 3494.272938 = -165873.399076
  nChanged 17
		SP:Iteration 5Q (5542.430000 sec): 3 clusters
  Score: Raw -169393.431998 + Penalty 3494.272938 = -165899.159060
  nChanged 15
		SP:Iteration 6Q (5542.430000 sec): 3 clusters
  Score: Raw -169408.215871 + Penalty 3494.272938 = -165913.942933
  nChanged 9
		SP:Iteration 7Q (5542.430000 sec): 3 clusters
  Score: Raw -169418.807711 + Penalty 3494.272938 = -165924.534773
  nChanged 7
		SP:Iteration 8Q (5542.440000 sec): 3 clusters
  Score: Raw -169425.268641 + Penalty 3494.272938 = -165930.995702
  nChanged 5
		SP:Iteration 9Q (5542.440000 sec): 3 clusters
  Score: Raw -169430.606189 + Penalty 3494.272938 = -165936.333251
  nChanged 2
		SP:Iteration 10Q (5542.450000 sec): 3 clusters
  Score: Raw -169432.006395 + Penalty 3494.272938 = -165937.733457
  nChanged 1
		SP:Iteration 11Q (5542.450000 sec): 3 clusters
  Score: Raw -169432.605253 + Penalty 3494.272938 = -165938.332315
  nChanged 1
		SP:Iteration 12Q (5542.450000 sec): 3 clusters
  Score: Raw -169433.725427 + Penalty 3494.272938 = -165939.452489
  nChanged 0
		SP:Iteration 13F (5542.460000 sec): 3 clusters
  Score: Raw -169433.725427 + Penalty 3494.272938 = -165939.452489
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1848 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5542.470000 sec): 2 clusters
  Score: Raw -257639.147800 + Penalty 1865.421095 = -255773.726705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5542.470000 sec): 3 clusters
  Score: Raw -257045.046079 + Penalty 3730.842189 = -253314.203890
  nChanged 606
		SP:Iteration 1F (5542.480000 sec): 3 clusters
  Score: Raw -257543.515030 + Penalty 3730.842189 = -253812.672841
  nChanged 166
		SP:Iteration 2F (5542.490000 sec): 3 clusters
  Score: Raw -257859.775150 + Penalty 3730.842189 = -254128.932961
  nChanged 142
		SP:Iteration 3F (5542.490000 sec): 3 clusters
  Score: Raw -258066.929000 + Penalty 3730.842189 = -254336.086811
  nChanged 94
		SP:Iteration 4F (5542.500000 sec): 3 clusters
  Score: Raw -258202.456494 + Penalty 3730.842189 = -254471.614305
  nChanged 71
		SP:Iteration 5Q (5542.510000 sec): 3 clusters
  Score: Raw -258285.547432 + Penalty 3730.842189 = -254554.705243
  nChanged 55
		SP:Iteration 6Q (5542.510000 sec): 3 clusters
  Score: Raw -258346.615839 + Penalty 3730.842189 = -254615.773650
  nChanged 44
		SP:Iteration 7Q (5542.520000 sec): 3 clusters
  Score: Raw -258398.699054 + Penalty 3730.842189 = -254667.856865
  nChanged 38
		SP:Iteration 8Q (5542.530000 sec): 3 clusters
  Score: Raw -258434.073508 + Penalty 3730.842189 = -254703.231319
  nChanged 22
		SP:Iteration 9Q (5542.530000 sec): 3 clusters
  Score: Raw -258451.593246 + Penalty 3730.842189 = -254720.751057
  nChanged 20
		SP:Iteration 10Q (5542.540000 sec): 3 clusters
  Score: Raw -258463.880775 + Penalty 3730.842189 = -254733.038585
  nChanged 14
		SP:Iteration 11Q (5542.540000 sec): 3 clusters
  Score: Raw -258473.149011 + Penalty 3730.842189 = -254742.306822
  nChanged 12
		SP:Iteration 12Q (5542.550000 sec): 3 clusters
  Score: Raw -258481.953750 + Penalty 3730.842189 = -254751.111560
  nChanged 11
		SP:Iteration 13Q (5542.560000 sec): 3 clusters
  Score: Raw -258489.392211 + Penalty 3730.842189 = -254758.550022
  nChanged 7
		SP:Iteration 14Q (5542.560000 sec): 3 clusters
  Score: Raw -258493.880160 + Penalty 3730.842189 = -254763.037971
  nChanged 6
		SP:Iteration 15Q (5542.570000 sec): 3 clusters
  Score: Raw -258497.043501 + Penalty 3730.842189 = -254766.201312
  nChanged 5
		SP:Iteration 16Q (5542.570000 sec): 3 clusters
  Score: Raw -258500.879547 + Penalty 3730.842189 = -254770.037357
  nChanged 5
		SP:Iteration 17Q (5542.580000 sec): 3 clusters
  Score: Raw -258504.568556 + Penalty 3730.842189 = -254773.726367
  nChanged 6
		SP:Iteration 18Q (5542.590000 sec): 3 clusters
  Score: Raw -258508.010719 + Penalty 3730.842189 = -254777.168530
  nChanged 4
		SP:Iteration 19Q (5542.590000 sec): 3 clusters
  Score: Raw -258511.209148 + Penalty 3730.842189 = -254780.366959
  nChanged 4
		SP:Iteration 20F (5542.600000 sec): 3 clusters
  Score: Raw -258513.879821 + Penalty 3730.842189 = -254783.037632
  nChanged 2
		SP:Iteration 21Q (5542.610000 sec): 3 clusters
  Score: Raw -258515.733398 + Penalty 3730.842189 = -254784.891209
  nChanged 1
		SP:Iteration 22Q (5542.610000 sec): 3 clusters
  Score: Raw -258516.659124 + Penalty 3730.842189 = -254785.816935
  nChanged 1
		SP:Iteration 23Q (5542.620000 sec): 3 clusters
  Score: Raw -258517.229353 + Penalty 3730.842189 = -254786.387164
  nChanged 1
		SP:Iteration 24Q (5542.630000 sec): 3 clusters
  Score: Raw -258517.637543 + Penalty 3730.842189 = -254786.795354
  nChanged 0
		SP:Iteration 25F (5542.630000 sec): 3 clusters
  Score: Raw -258517.637543 + Penalty 3730.842189 = -254786.795354
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (11081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5542.670000 sec): 2 clusters
  Score: Raw -1693158.875908 + Penalty 2309.620828 = -1690849.255080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5542.710000 sec): 3 clusters
  Score: Raw -1687106.543933 + Penalty 4619.241656 = -1682487.302278
  nChanged 4646
		SP:Iteration 1F (5542.750000 sec): 3 clusters
  Score: Raw -1689524.289351 + Penalty 4619.241656 = -1684905.047696
  nChanged 711
		SP:Iteration 2F (5542.790000 sec): 3 clusters
  Score: Raw -1689853.215390 + Penalty 4619.241656 = -1685233.973734
  nChanged 577
		SP:Iteration 3F (5542.830000 sec): 3 clusters
  Score: Raw -1690113.815163 + Penalty 4619.241656 = -1685494.573508
  nChanged 487
		SP:Iteration 4Q (5542.870000 sec): 3 clusters
  Score: Raw -1690345.004319 + Penalty 4619.241656 = -1685725.762663
  nChanged 468
		SP:Iteration 5Q (5542.910000 sec): 3 clusters
  Score: Raw -1690581.693832 + Penalty 4619.241656 = -1685962.452176
  nChanged 489
		SP:Iteration 6Q (5542.950000 sec): 3 clusters
  Score: Raw -1690857.558688 + Penalty 4619.241656 = -1686238.317032
  nChanged 514
		SP:Iteration 7Q (5542.990000 sec): 3 clusters
  Score: Raw -1691196.377366 + Penalty 4619.241656 = -1686577.135710
  nChanged 542
		SP:Iteration 8Q (5543.030000 sec): 3 clusters
  Score: Raw -1691588.100266 + Penalty 4619.241656 = -1686968.858610
  nChanged 548
		SP:Iteration 9Q (5543.070000 sec): 3 clusters
  Score: Raw -1692018.699115 + Penalty 4619.241656 = -1687399.457459
  nChanged 464
		SP:Iteration 10Q (5543.110000 sec): 3 clusters
  Score: Raw -1692405.726753 + Penalty 4619.241656 = -1687786.485097
  nChanged 368
		SP:Iteration 11Q (5543.150000 sec): 3 clusters
  Score: Raw -1692751.668283 + Penalty 4619.241656 = -1688132.426628
  nChanged 229
		SP:Iteration 12Q (5543.180000 sec): 3 clusters
  Score: Raw -1692967.438566 + Penalty 4619.241656 = -1688348.196911
  nChanged 142
		SP:Iteration 13Q (5543.220000 sec): 3 clusters
  Score: Raw -1693103.180334 + Penalty 4619.241656 = -1688483.938678
  nChanged 101
		SP:Iteration 14Q (5543.250000 sec): 3 clusters
  Score: Raw -1693203.157356 + Penalty 4619.241656 = -1688583.915701
  nChanged 68
		SP:Iteration 15Q (5543.280000 sec): 3 clusters
  Score: Raw -1693274.838453 + Penalty 4619.241656 = -1688655.596797
  nChanged 49
		SP:Iteration 16Q (5543.320000 sec): 3 clusters
  Score: Raw -1693326.419492 + Penalty 4619.241656 = -1688707.177836
  nChanged 29
		SP:Iteration 17Q (5543.350000 sec): 3 clusters
  Score: Raw -1693358.925087 + Penalty 4619.241656 = -1688739.683431
  nChanged 21
		SP:Iteration 18Q (5543.380000 sec): 3 clusters
  Score: Raw -1693381.256705 + Penalty 4619.241656 = -1688762.015050
  nChanged 16
		SP:Iteration 19Q (5543.410000 sec): 3 clusters
  Score: Raw -1693397.601618 + Penalty 4619.241656 = -1688778.359963
  nChanged 13
		SP:Iteration 20F (5543.440000 sec): 3 clusters
  Score: Raw -1693411.646101 + Penalty 4619.241656 = -1688792.404446
  nChanged 9
		SP:Iteration 21Q (5543.480000 sec): 3 clusters
  Score: Raw -1693419.303474 + Penalty 4619.241656 = -1688800.061819
  nChanged 7
		SP:Iteration 22Q (5543.500000 sec): 3 clusters
  Score: Raw -1693426.522283 + Penalty 4619.241656 = -1688807.280628
  nChanged 2
		SP:Iteration 23Q (5543.530000 sec): 3 clusters
  Score: Raw -1693429.190944 + Penalty 4619.241656 = -1688809.949288
  nChanged 3
		SP:Iteration 24Q (5543.560000 sec): 3 clusters
  Score: Raw -1693432.858161 + Penalty 4619.241656 = -1688813.616506
  nChanged 2
		SP:Iteration 25Q (5543.590000 sec): 3 clusters
  Score: Raw -1693433.967545 + Penalty 4619.241656 = -1688814.725890
  nChanged 2
		SP:Iteration 26Q (5543.620000 sec): 3 clusters
  Score: Raw -1693437.185638 + Penalty 4619.241656 = -1688817.943982
  nChanged 7
		SP:Iteration 27Q (5543.650000 sec): 3 clusters
  Score: Raw -1693444.976254 + Penalty 4619.241656 = -1688825.734599
  nChanged 5
		SP:Iteration 28Q (5543.680000 sec): 3 clusters
  Score: Raw -1693451.412933 + Penalty 4619.241656 = -1688832.171277
  nChanged 3
		SP:Iteration 29Q (5543.710000 sec): 3 clusters
  Score: Raw -1693453.768815 + Penalty 4619.241656 = -1688834.527159
  nChanged 0
		SP:Iteration 30F (5543.750000 sec): 3 clusters
  Score: Raw -1693453.768815 + Penalty 4619.241656 = -1688834.527159
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5543.800000 sec): 2 clusters
  Score: Raw -1984426.700428 + Penalty 2369.497749 = -1982057.202679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5543.840000 sec): 3 clusters
  Score: Raw -1976495.242192 + Penalty 4738.995498 = -1971756.246694
  nChanged 6084
		SP:Iteration 1F (5543.900000 sec): 3 clusters
  Score: Raw -1979853.407802 + Penalty 4738.995498 = -1975114.412304
  nChanged 853
		SP:Iteration 2F (5543.950000 sec): 3 clusters
  Score: Raw -1980214.307647 + Penalty 4738.995498 = -1975475.312149
  nChanged 685
		SP:Iteration 3Q (5544.000000 sec): 3 clusters
  Score: Raw -1980502.591724 + Penalty 4738.995498 = -1975763.596226
  nChanged 574
		SP:Iteration 4Q (5544.050000 sec): 3 clusters
  Score: Raw -1980736.409759 + Penalty 4738.995498 = -1975997.414262
  nChanged 524
		SP:Iteration 5Q (5544.110000 sec): 3 clusters
  Score: Raw -1980946.579520 + Penalty 4738.995498 = -1976207.584022
  nChanged 476
		SP:Iteration 6Q (5544.160000 sec): 3 clusters
  Score: Raw -1981131.520639 + Penalty 4738.995498 = -1976392.525141
  nChanged 450
		SP:Iteration 7Q (5544.210000 sec): 3 clusters
  Score: Raw -1981306.153022 + Penalty 4738.995498 = -1976567.157524
  nChanged 402
		SP:Iteration 8Q (5544.260000 sec): 3 clusters
  Score: Raw -1981461.991033 + Penalty 4738.995498 = -1976722.995535
  nChanged 415
		SP:Iteration 9Q (5544.310000 sec): 3 clusters
  Score: Raw -1981633.019372 + Penalty 4738.995498 = -1976894.023874
  nChanged 419
		SP:Iteration 10Q (5544.360000 sec): 3 clusters
  Score: Raw -1981825.966162 + Penalty 4738.995498 = -1977086.970664
  nChanged 421
		SP:Iteration 11Q (5544.410000 sec): 3 clusters
  Score: Raw -1982045.665238 + Penalty 4738.995498 = -1977306.669740
  nChanged 473
		SP:Iteration 12Q (5544.460000 sec): 3 clusters
  Score: Raw -1982303.496335 + Penalty 4738.995498 = -1977564.500837
  nChanged 504
		SP:Iteration 13Q (5544.510000 sec): 3 clusters
  Score: Raw -1982619.036601 + Penalty 4738.995498 = -1977880.041103
  nChanged 530
		SP:Iteration 14Q (5544.560000 sec): 3 clusters
  Score: Raw -1982955.110357 + Penalty 4738.995498 = -1978216.114859
  nChanged 502
		SP:Iteration 15Q (5544.610000 sec): 3 clusters
  Score: Raw -1983307.786392 + Penalty 4738.995498 = -1978568.790894
  nChanged 463
		SP:Iteration 16Q (5544.650000 sec): 3 clusters
  Score: Raw -1983658.293623 + Penalty 4738.995498 = -1978919.298125
  nChanged 398
		SP:Iteration 17Q (5544.700000 sec): 3 clusters
  Score: Raw -1983985.446179 + Penalty 4738.995498 = -1979246.450681
  nChanged 328
		SP:Iteration 18Q (5544.740000 sec): 3 clusters
  Score: Raw -1984270.792027 + Penalty 4738.995498 = -1979531.796529
  nChanged 216
		SP:Iteration 19Q (5544.790000 sec): 3 clusters
  Score: Raw -1984473.929939 + Penalty 4738.995498 = -1979734.934441
  nChanged 163
		SP:Iteration 20F (5544.830000 sec): 3 clusters
  Score: Raw -1984632.947635 + Penalty 4738.995498 = -1979893.952137
  nChanged 116
		SP:Iteration 21Q (5544.880000 sec): 3 clusters
  Score: Raw -1984729.190461 + Penalty 4738.995498 = -1979990.194963
  nChanged 85
		SP:Iteration 22Q (5544.920000 sec): 3 clusters
  Score: Raw -1984791.703996 + Penalty 4738.995498 = -1980052.708498
  nChanged 62
		SP:Iteration 23Q (5544.960000 sec): 3 clusters
  Score: Raw -1984839.578544 + Penalty 4738.995498 = -1980100.583046
  nChanged 56
		SP:Iteration 24Q (5545.000000 sec): 3 clusters
  Score: Raw -1984876.040279 + Penalty 4738.995498 = -1980137.044781
  nChanged 49
		SP:Iteration 25Q (5545.030000 sec): 3 clusters
  Score: Raw -1984909.021256 + Penalty 4738.995498 = -1980170.025758
  nChanged 42
		SP:Iteration 26Q (5545.070000 sec): 3 clusters
  Score: Raw -1984940.033009 + Penalty 4738.995498 = -1980201.037511
  nChanged 39
		SP:Iteration 27Q (5545.110000 sec): 3 clusters
  Score: Raw -1984964.711109 + Penalty 4738.995498 = -1980225.715612
  nChanged 24
		SP:Iteration 28Q (5545.150000 sec): 3 clusters
  Score: Raw -1984979.687888 + Penalty 4738.995498 = -1980240.692390
  nChanged 18
		SP:Iteration 29Q (5545.190000 sec): 3 clusters
  Score: Raw -1984986.853934 + Penalty 4738.995498 = -1980247.858437
  nChanged 11
		SP:Iteration 30Q (5545.230000 sec): 3 clusters
  Score: Raw -1984991.269351 + Penalty 4738.995498 = -1980252.273853
  nChanged 8
		SP:Iteration 31Q (5545.270000 sec): 3 clusters
  Score: Raw -1984995.097352 + Penalty 4738.995498 = -1980256.101855
  nChanged 6
		SP:Iteration 32Q (5545.310000 sec): 3 clusters
  Score: Raw -1984998.642592 + Penalty 4738.995498 = -1980259.647094
  nChanged 8
		SP:Iteration 33Q (5545.350000 sec): 3 clusters
  Score: Raw -1985005.712385 + Penalty 4738.995498 = -1980266.716887
  nChanged 13
		SP:Iteration 34Q (5545.380000 sec): 3 clusters
  Score: Raw -1985012.991390 + Penalty 4738.995498 = -1980273.995893
  nChanged 10
		SP:Iteration 35Q (5545.420000 sec): 3 clusters
  Score: Raw -1985018.608799 + Penalty 4738.995498 = -1980279.613301
  nChanged 19
		SP:Iteration 36Q (5545.460000 sec): 3 clusters
  Score: Raw -1985026.969803 + Penalty 4738.995498 = -1980287.974305
  nChanged 17
		SP:Iteration 37Q (5545.500000 sec): 3 clusters
  Score: Raw -1985036.006180 + Penalty 4738.995498 = -1980297.010682
  nChanged 13
		SP:Iteration 38Q (5545.540000 sec): 3 clusters
  Score: Raw -1985042.902639 + Penalty 4738.995498 = -1980303.907141
  nChanged 16
		SP:Iteration 39Q (5545.570000 sec): 3 clusters
  Score: Raw -1985051.537759 + Penalty 4738.995498 = -1980312.542261
  nChanged 11
		SP:Iteration 40F (5545.630000 sec): 3 clusters
  Score: Raw -1985058.423616 + Penalty 4738.995498 = -1980319.428118
  nChanged 10
		SP:Iteration 41Q (5545.660000 sec): 3 clusters
  Score: Raw -1985064.594263 + Penalty 4738.995498 = -1980325.598765
  nChanged 10
		SP:Iteration 42Q (5545.700000 sec): 3 clusters
  Score: Raw -1985070.632678 + Penalty 4738.995498 = -1980331.637180
  nChanged 8
		SP:Iteration 43Q (5545.740000 sec): 3 clusters
  Score: Raw -1985074.659307 + Penalty 4738.995498 = -1980335.663809
  nChanged 8
		SP:Iteration 44Q (5545.780000 sec): 3 clusters
  Score: Raw -1985080.438892 + Penalty 4738.995498 = -1980341.443394
  nChanged 13
		SP:Iteration 45Q (5545.810000 sec): 3 clusters
  Score: Raw -1985087.419591 + Penalty 4738.995498 = -1980348.424094
  nChanged 13
		SP:Iteration 46Q (5545.850000 sec): 3 clusters
  Score: Raw -1985094.992717 + Penalty 4738.995498 = -1980355.997219
  nChanged 14
		SP:Iteration 47Q (5545.890000 sec): 3 clusters
  Score: Raw -1985101.336959 + Penalty 4738.995498 = -1980362.341461
  nChanged 7
		SP:Iteration 48Q (5545.930000 sec): 3 clusters
  Score: Raw -1985105.086097 + Penalty 4738.995498 = -1980366.090599
  nChanged 12
		SP:Iteration 49Q (5545.970000 sec): 3 clusters
  Score: Raw -1985112.011181 + Penalty 4738.995498 = -1980373.015683
  nChanged 8
		SP:Iteration 50Q (5546.010000 sec): 3 clusters
  Score: Raw -1985114.847095 + Penalty 4738.995498 = -1980375.851597
  nChanged 4
		SP:Iteration 51Q (5546.050000 sec): 3 clusters
  Score: Raw -1985115.992586 + Penalty 4738.995498 = -1980376.997088
  nChanged 5
		SP:Iteration 52Q (5546.080000 sec): 3 clusters
  Score: Raw -1985118.508561 + Penalty 4738.995498 = -1980379.513063
  nChanged 6
		SP:Iteration 53Q (5546.120000 sec): 3 clusters
  Score: Raw -1985121.154598 + Penalty 4738.995498 = -1980382.159100
  nChanged 4
		SP:Iteration 54Q (5546.160000 sec): 3 clusters
  Score: Raw -1985122.734000 + Penalty 4738.995498 = -1980383.738502
  nChanged 2
		SP:Iteration 55Q (5546.200000 sec): 3 clusters
  Score: Raw -1985123.542023 + Penalty 4738.995498 = -1980384.546525
  nChanged 0
		SP:Iteration 56F (5546.250000 sec): 3 clusters
  Score: Raw -1985123.542023 + Penalty 4738.995498 = -1980384.546525
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5546.250000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5546.260000 sec): 3 clusters
  Score: Raw -73225.138210 + Penalty 3074.445443 = -70150.692767
  nChanged 82
		SP:Iteration 1F (5546.260000 sec): 3 clusters
  Score: Raw -73359.440636 + Penalty 3074.445443 = -70284.995193
  nChanged 21
		SP:Iteration 2Q (5546.260000 sec): 3 clusters
  Score: Raw -73395.969574 + Penalty 3074.445443 = -70321.524131
  nChanged 5
		SP:Iteration 3Q (5546.260000 sec): 3 clusters
  Score: Raw -73412.864363 + Penalty 3074.445443 = -70338.418920
  nChanged 4
		SP:Iteration 4Q (5546.260000 sec): 3 clusters
  Score: Raw -73425.870283 + Penalty 3074.445443 = -70351.424840
  nChanged 5
		SP:Iteration 5Q (5546.270000 sec): 3 clusters
  Score: Raw -73435.493311 + Penalty 3074.445443 = -70361.047867
  nChanged 3
		SP:Iteration 6Q (5546.270000 sec): 3 clusters
  Score: Raw -73444.805060 + Penalty 3074.445443 = -70370.359617
  nChanged 5
		SP:Iteration 7Q (5546.270000 sec): 3 clusters
  Score: Raw -73458.671470 + Penalty 3074.445443 = -70384.226026
  nChanged 1
		SP:Iteration 8Q (5546.270000 sec): 3 clusters
  Score: Raw -73459.458087 + Penalty 3074.445443 = -70385.012644
  nChanged 0
		SP:Iteration 9F (5546.270000 sec): 3 clusters
  Score: Raw -73459.458087 + Penalty 3074.445443 = -70385.012644
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5546.280000 sec): 2 clusters
  Score: Raw -310878.010205 + Penalty 1906.509614 = -308971.500591
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5546.290000 sec): 3 clusters
  Score: Raw -310001.729150 + Penalty 3813.019228 = -306188.709922
  nChanged 702
		SP:Iteration 1F (5546.300000 sec): 3 clusters
  Score: Raw -310493.810873 + Penalty 3813.019228 = -306680.791645
  nChanged 176
		SP:Iteration 2F (5546.310000 sec): 3 clusters
  Score: Raw -310637.990836 + Penalty 3813.019228 = -306824.971608
  nChanged 102
		SP:Iteration 3Q (5546.310000 sec): 3 clusters
  Score: Raw -310717.091902 + Penalty 3813.019228 = -306904.072674
  nChanged 64
		SP:Iteration 4Q (5546.320000 sec): 3 clusters
  Score: Raw -310758.424818 + Penalty 3813.019228 = -306945.405590
  nChanged 38
		SP:Iteration 5Q (5546.330000 sec): 3 clusters
  Score: Raw -310786.737287 + Penalty 3813.019228 = -306973.718059
  nChanged 19
		SP:Iteration 6Q (5546.340000 sec): 3 clusters
  Score: Raw -310802.973957 + Penalty 3813.019228 = -306989.954729
  nChanged 19
		SP:Iteration 7Q (5546.350000 sec): 3 clusters
  Score: Raw -310813.981025 + Penalty 3813.019228 = -307000.961797
  nChanged 10
		SP:Iteration 8Q (5546.350000 sec): 3 clusters
  Score: Raw -310821.664400 + Penalty 3813.019228 = -307008.645172
  nChanged 11
		SP:Iteration 9Q (5546.360000 sec): 3 clusters
  Score: Raw -310829.752720 + Penalty 3813.019228 = -307016.733492
  nChanged 11
		SP:Iteration 10Q (5546.370000 sec): 3 clusters
  Score: Raw -310838.064162 + Penalty 3813.019228 = -307025.044934
  nChanged 5
		SP:Iteration 11Q (5546.380000 sec): 3 clusters
  Score: Raw -310840.976494 + Penalty 3813.019228 = -307027.957266
  nChanged 6
		SP:Iteration 12Q (5546.380000 sec): 3 clusters
  Score: Raw -310846.211618 + Penalty 3813.019228 = -307033.192390
  nChanged 7
		SP:Iteration 13Q (5546.390000 sec): 3 clusters
  Score: Raw -310848.913816 + Penalty 3813.019228 = -307035.894588
  nChanged 1
		SP:Iteration 14Q (5546.400000 sec): 3 clusters
  Score: Raw -310849.320081 + Penalty 3813.019228 = -307036.300853
  nChanged 4
		SP:Iteration 15Q (5546.410000 sec): 3 clusters
  Score: Raw -310850.624388 + Penalty 3813.019228 = -307037.605160
  nChanged 6
		SP:Iteration 16Q (5546.410000 sec): 3 clusters
  Score: Raw -310853.468260 + Penalty 3813.019228 = -307040.449032
  nChanged 2
		SP:Iteration 17Q (5546.420000 sec): 3 clusters
  Score: Raw -310855.146776 + Penalty 3813.019228 = -307042.127548
  nChanged 2
		SP:Iteration 18Q (5546.430000 sec): 3 clusters
  Score: Raw -310855.966529 + Penalty 3813.019228 = -307042.947301
  nChanged 1
		SP:Iteration 19Q (5546.440000 sec): 3 clusters
  Score: Raw -310856.287915 + Penalty 3813.019228 = -307043.268687
  nChanged 0
		SP:Iteration 20F (5546.450000 sec): 3 clusters
  Score: Raw -310856.287915 + Penalty 3813.019228 = -307043.268687
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31637 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5546.550000 sec): 2 clusters
  Score: Raw -4620785.613031 + Penalty 2569.796485 = -4618215.816546
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5546.670000 sec): 3 clusters
  Score: Raw -4601631.757045 + Penalty 5139.592970 = -4596492.164075
  nChanged 14336
		SP:Iteration 1F (5546.780000 sec): 3 clusters
  Score: Raw -4609687.371999 + Penalty 5139.592970 = -4604547.779029
  nChanged 1525
		SP:Iteration 2Q (5546.890000 sec): 3 clusters
  Score: Raw -4610314.112355 + Penalty 5139.592970 = -4605174.519385
  nChanged 1518
		SP:Iteration 3Q (5547.010000 sec): 3 clusters
  Score: Raw -4611073.126864 + Penalty 5139.592970 = -4605933.533894
  nChanged 1556
		SP:Iteration 4Q (5547.130000 sec): 3 clusters
  Score: Raw -4612012.854284 + Penalty 5139.592970 = -4606873.261314
  nChanged 1586
		SP:Iteration 5F (5547.250000 sec): 3 clusters
  Score: Raw -4613083.022699 + Penalty 5139.592970 = -4607943.429729
  nChanged 1635
		SP:Iteration 6F (5547.370000 sec): 3 clusters
  Score: Raw -4614184.061441 + Penalty 5139.592970 = -4609044.468471
  nChanged 1596
		SP:Iteration 7F (5547.480000 sec): 3 clusters
  Score: Raw -4615261.987779 + Penalty 5139.592970 = -4610122.394809
  nChanged 1524
		SP:Iteration 8Q (5547.600000 sec): 3 clusters
  Score: Raw -4616306.277800 + Penalty 5139.592970 = -4611166.684830
  nChanged 1394
		SP:Iteration 9Q (5547.710000 sec): 3 clusters
  Score: Raw -4617277.764328 + Penalty 5139.592970 = -4612138.171358
  nChanged 1244
		SP:Iteration 10Q (5547.820000 sec): 3 clusters
  Score: Raw -4618089.832348 + Penalty 5139.592970 = -4612950.239378
  nChanged 1063
		SP:Iteration 11Q (5547.930000 sec): 3 clusters
  Score: Raw -4618766.739980 + Penalty 5139.592970 = -4613627.147010
  nChanged 918
		SP:Iteration 12Q (5548.030000 sec): 3 clusters
  Score: Raw -4619328.114949 + Penalty 5139.592970 = -4614188.521979
  nChanged 724
		SP:Iteration 13Q (5548.130000 sec): 3 clusters
  Score: Raw -4619759.733603 + Penalty 5139.592970 = -4614620.140633
  nChanged 544
		SP:Iteration 14Q (5548.230000 sec): 3 clusters
  Score: Raw -4620072.534919 + Penalty 5139.592970 = -4614932.941949
  nChanged 435
		SP:Iteration 15Q (5548.320000 sec): 3 clusters
  Score: Raw -4620333.424824 + Penalty 5139.592970 = -4615193.831854
  nChanged 334
		SP:Iteration 16Q (5548.410000 sec): 3 clusters
  Score: Raw -4620515.879741 + Penalty 5139.592970 = -4615376.286771
  nChanged 269
		SP:Iteration 17Q (5548.510000 sec): 3 clusters
  Score: Raw -4620670.610995 + Penalty 5139.592970 = -4615531.018025
  nChanged 198
		SP:Iteration 18Q (5548.590000 sec): 3 clusters
  Score: Raw -4620781.669917 + Penalty 5139.592970 = -4615642.076947
  nChanged 133
		SP:Iteration 19Q (5548.680000 sec): 3 clusters
  Score: Raw -4620858.617194 + Penalty 5139.592970 = -4615719.024224
  nChanged 114
		SP:Iteration 20F (5548.800000 sec): 3 clusters
  Score: Raw -4620920.176782 + Penalty 5139.592970 = -4615780.583812
  nChanged 86
		SP:Iteration 21Q (5548.890000 sec): 3 clusters
  Score: Raw -4620963.106801 + Penalty 5139.592970 = -4615823.513831
  nChanged 63
		SP:Iteration 22Q (5548.970000 sec): 3 clusters
  Score: Raw -4620993.555260 + Penalty 5139.592970 = -4615853.962290
  nChanged 53
		SP:Iteration 23Q (5549.050000 sec): 3 clusters
  Score: Raw -4621021.938198 + Penalty 5139.592970 = -4615882.345228
  nChanged 46
		SP:Iteration 24Q (5549.140000 sec): 3 clusters
  Score: Raw -4621044.788922 + Penalty 5139.592970 = -4615905.195952
  nChanged 31
		SP:Iteration 25Q (5549.230000 sec): 3 clusters
  Score: Raw -4621062.051547 + Penalty 5139.592970 = -4615922.458577
  nChanged 33
		SP:Iteration 26Q (5549.310000 sec): 3 clusters
  Score: Raw -4621083.202725 + Penalty 5139.592970 = -4615943.609755
  nChanged 25
		SP:Iteration 27Q (5549.390000 sec): 3 clusters
  Score: Raw -4621096.951580 + Penalty 5139.592970 = -4615957.358610
  nChanged 24
		SP:Iteration 28Q (5549.480000 sec): 3 clusters
  Score: Raw -4621108.884738 + Penalty 5139.592970 = -4615969.291768
  nChanged 20
		SP:Iteration 29Q (5549.560000 sec): 3 clusters
  Score: Raw -4621119.612669 + Penalty 5139.592970 = -4615980.019699
  nChanged 16
		SP:Iteration 30Q (5549.650000 sec): 3 clusters
  Score: Raw -4621126.421774 + Penalty 5139.592970 = -4615986.828804
  nChanged 9
		SP:Iteration 31Q (5549.730000 sec): 3 clusters
  Score: Raw -4621130.284014 + Penalty 5139.592970 = -4615990.691044
  nChanged 6
		SP:Iteration 32Q (5549.820000 sec): 3 clusters
  Score: Raw -4621133.295787 + Penalty 5139.592970 = -4615993.702817
  nChanged 5
		SP:Iteration 33Q (5549.900000 sec): 3 clusters
  Score: Raw -4621135.095754 + Penalty 5139.592970 = -4615995.502784
  nChanged 5
		SP:Iteration 34Q (5549.990000 sec): 3 clusters
  Score: Raw -4621138.267009 + Penalty 5139.592970 = -4615998.674039
  nChanged 5
		SP:Iteration 35Q (5550.070000 sec): 3 clusters
  Score: Raw -4621140.822779 + Penalty 5139.592970 = -4616001.229809
  nChanged 9
		SP:Iteration 36Q (5550.150000 sec): 3 clusters
  Score: Raw -4621145.394465 + Penalty 5139.592970 = -4616005.801495
  nChanged 10
		SP:Iteration 37Q (5550.230000 sec): 3 clusters
  Score: Raw -4621151.926833 + Penalty 5139.592970 = -4616012.333863
  nChanged 6
		SP:Iteration 38Q (5550.310000 sec): 3 clusters
  Score: Raw -4621154.498169 + Penalty 5139.592970 = -4616014.905199
  nChanged 4
		SP:Iteration 39Q (5550.400000 sec): 3 clusters
  Score: Raw -4621156.420821 + Penalty 5139.592970 = -4616016.827852
  nChanged 4
		SP:Iteration 40F (5550.510000 sec): 3 clusters
  Score: Raw -4621158.747278 + Penalty 5139.592970 = -4616019.154308
  nChanged 4
		SP:Iteration 41Q (5550.590000 sec): 3 clusters
  Score: Raw -4621160.990703 + Penalty 5139.592970 = -4616021.397733
  nChanged 2
		SP:Iteration 42Q (5550.670000 sec): 3 clusters
  Score: Raw -4621161.811909 + Penalty 5139.592970 = -4616022.218939
  nChanged 2
		SP:Iteration 43Q (5550.760000 sec): 3 clusters
  Score: Raw -4621162.463548 + Penalty 5139.592970 = -4616022.870578
  nChanged 2
		SP:Iteration 44Q (5550.840000 sec): 3 clusters
  Score: Raw -4621163.786195 + Penalty 5139.592970 = -4616024.193225
  nChanged 3
		SP:Iteration 45Q (5550.920000 sec): 3 clusters
  Score: Raw -4621166.043374 + Penalty 5139.592970 = -4616026.450404
  nChanged 4
		SP:Iteration 46Q (5551.000000 sec): 3 clusters
  Score: Raw -4621169.607377 + Penalty 5139.592970 = -4616030.014407
  nChanged 8
		SP:Iteration 47Q (5551.090000 sec): 3 clusters
  Score: Raw -4621174.936497 + Penalty 5139.592970 = -4616035.343527
  nChanged 9
		SP:Iteration 48Q (5551.170000 sec): 3 clusters
  Score: Raw -4621179.715316 + Penalty 5139.592970 = -4616040.122346
  nChanged 8
		SP:Iteration 49Q (5551.250000 sec): 3 clusters
  Score: Raw -4621185.398599 + Penalty 5139.592970 = -4616045.805629
  nChanged 4
		SP:Iteration 50Q (5551.330000 sec): 3 clusters
  Score: Raw -4621187.204871 + Penalty 5139.592970 = -4616047.611901
  nChanged 1
		SP:Iteration 51Q (5551.410000 sec): 3 clusters
  Score: Raw -4621187.471200 + Penalty 5139.592970 = -4616047.878230
  nChanged 0
		SP:Iteration 52F (5551.530000 sec): 3 clusters
  Score: Raw -4621187.471200 + Penalty 5139.592970 = -4616047.878230
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5551.840000 sec): 2 clusters
  Score: Raw -14347520.959619 + Penalty 2851.907604 = -14344669.052014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5552.210000 sec): 3 clusters
  Score: Raw -14284340.021313 + Penalty 5703.815209 = -14278636.206104
  nChanged 46367
		SP:Iteration 1F (5552.570000 sec): 3 clusters
  Score: Raw -14310997.680260 + Penalty 5703.815209 = -14305293.865051
  nChanged 3866
		SP:Iteration 2Q (5552.940000 sec): 3 clusters
  Score: Raw -14312298.155703 + Penalty 5703.815209 = -14306594.340494
  nChanged 4894
		SP:Iteration 3Q (5553.310000 sec): 3 clusters
  Score: Raw -14314625.447168 + Penalty 5703.815209 = -14308921.631959
  nChanged 6690
		SP:Iteration 4F (5553.680000 sec): 3 clusters
  Score: Raw -14318981.293255 + Penalty 5703.815209 = -14313277.478046
  nChanged 8586
		SP:Iteration 5F (5554.040000 sec): 3 clusters
  Score: Raw -14326094.534902 + Penalty 5703.815209 = -14320390.719694
  nChanged 9045
		SP:Iteration 6F (5554.400000 sec): 3 clusters
  Score: Raw -14334883.700431 + Penalty 5703.815209 = -14329179.885222
  nChanged 7082
		SP:Iteration 7F (5554.760000 sec): 3 clusters
  Score: Raw -14342079.653691 + Penalty 5703.815209 = -14336375.838483
  nChanged 3726
		SP:Iteration 8Q (5555.110000 sec): 3 clusters
  Score: Raw -14345655.730070 + Penalty 5703.815209 = -14339951.914861
  nChanged 1487
		SP:Iteration 9Q (5555.420000 sec): 3 clusters
  Score: Raw -14346990.711775 + Penalty 5703.815209 = -14341286.896566
  nChanged 527
		SP:Iteration 10Q (5555.700000 sec): 3 clusters
  Score: Raw -14347498.529814 + Penalty 5703.815209 = -14341794.714606
  nChanged 210
		SP:Iteration 11Q (5555.970000 sec): 3 clusters
  Score: Raw -14347714.212635 + Penalty 5703.815209 = -14342010.397426
  nChanged 84
		SP:Iteration 12Q (5556.230000 sec): 3 clusters
  Score: Raw -14347811.050082 + Penalty 5703.815209 = -14342107.234873
  nChanged 45
		SP:Iteration 13Q (5556.490000 sec): 3 clusters
  Score: Raw -14347857.876653 + Penalty 5703.815209 = -14342154.061445
  nChanged 24
		SP:Iteration 14Q (5556.740000 sec): 3 clusters
  Score: Raw -14347883.320466 + Penalty 5703.815209 = -14342179.505257
  nChanged 18
		SP:Iteration 15Q (5556.990000 sec): 3 clusters
  Score: Raw -14347910.210923 + Penalty 5703.815209 = -14342206.395714
  nChanged 21
		SP:Iteration 16Q (5557.250000 sec): 3 clusters
  Score: Raw -14347946.727135 + Penalty 5703.815209 = -14342242.911926
  nChanged 17
		SP:Iteration 17Q (5557.500000 sec): 3 clusters
  Score: Raw -14347967.788502 + Penalty 5703.815209 = -14342263.973293
  nChanged 10
		SP:Iteration 18Q (5557.750000 sec): 3 clusters
  Score: Raw -14347980.419327 + Penalty 5703.815209 = -14342276.604118
  nChanged 9
		SP:Iteration 19Q (5558.000000 sec): 3 clusters
  Score: Raw -14347989.375728 + Penalty 5703.815209 = -14342285.560519
  nChanged 5
		SP:Iteration 20F (5558.360000 sec): 3 clusters
  Score: Raw -14347996.073239 + Penalty 5703.815209 = -14342292.258030
  nChanged 3
		SP:Iteration 21Q (5558.610000 sec): 3 clusters
  Score: Raw -14348000.405359 + Penalty 5703.815209 = -14342296.590150
  nChanged 2
		SP:Iteration 22Q (5558.860000 sec): 3 clusters
  Score: Raw -14348002.118232 + Penalty 5703.815209 = -14342298.303023
  nChanged 0
		SP:Iteration 23F (5559.220000 sec): 3 clusters
  Score: Raw -14348002.118232 + Penalty 5703.815209 = -14342298.303023
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (35708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5559.350000 sec): 2 clusters
  Score: Raw -5539356.140882 + Penalty 2599.816248 = -5536756.324634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5559.480000 sec): 3 clusters
  Score: Raw -5517622.802923 + Penalty 5199.632496 = -5512423.170427
  nChanged 16177
		SP:Iteration 1F (5559.610000 sec): 3 clusters
  Score: Raw -5526432.788781 + Penalty 5199.632496 = -5521233.156285
  nChanged 1534
		SP:Iteration 2Q (5559.740000 sec): 3 clusters
  Score: Raw -5526900.937256 + Penalty 5199.632496 = -5521701.304760
  nChanged 1450
		SP:Iteration 3Q (5559.880000 sec): 3 clusters
  Score: Raw -5527350.230815 + Penalty 5199.632496 = -5522150.598319
  nChanged 1365
		SP:Iteration 4Q (5560.010000 sec): 3 clusters
  Score: Raw -5527784.352674 + Penalty 5199.632496 = -5522584.720178
  nChanged 1351
		SP:Iteration 5Q (5560.140000 sec): 3 clusters
  Score: Raw -5528263.556693 + Penalty 5199.632496 = -5523063.924197
  nChanged 1439
		SP:Iteration 6Q (5560.270000 sec): 3 clusters
  Score: Raw -5528878.608415 + Penalty 5199.632496 = -5523678.975919
  nChanged 1623
		SP:Iteration 7Q (5560.400000 sec): 3 clusters
  Score: Raw -5529699.307503 + Penalty 5199.632496 = -5524499.675007
  nChanged 1867
		SP:Iteration 8F (5560.530000 sec): 3 clusters
  Score: Raw -5530808.179337 + Penalty 5199.632496 = -5525608.546841
  nChanged 2230
		SP:Iteration 9F (5560.660000 sec): 3 clusters
  Score: Raw -5532371.116441 + Penalty 5199.632496 = -5527171.483945
  nChanged 2368
		SP:Iteration 10F (5560.790000 sec): 3 clusters
  Score: Raw -5534234.583129 + Penalty 5199.632496 = -5529034.950633
  nChanged 2212
		SP:Iteration 11F (5560.920000 sec): 3 clusters
  Score: Raw -5536113.890914 + Penalty 5199.632496 = -5530914.258418
  nChanged 1758
		SP:Iteration 12Q (5561.040000 sec): 3 clusters
  Score: Raw -5537689.564418 + Penalty 5199.632496 = -5532489.931922
  nChanged 1071
		SP:Iteration 13Q (5561.150000 sec): 3 clusters
  Score: Raw -5538663.195372 + Penalty 5199.632496 = -5533463.562876
  nChanged 561
		SP:Iteration 14Q (5561.260000 sec): 3 clusters
  Score: Raw -5539193.443902 + Penalty 5199.632496 = -5533993.811406
  nChanged 213
		SP:Iteration 15Q (5561.350000 sec): 3 clusters
  Score: Raw -5539397.284663 + Penalty 5199.632496 = -5534197.652167
  nChanged 95
		SP:Iteration 16Q (5561.450000 sec): 3 clusters
  Score: Raw -5539500.209007 + Penalty 5199.632496 = -5534300.576511
  nChanged 45
		SP:Iteration 17Q (5561.540000 sec): 3 clusters
  Score: Raw -5539550.232585 + Penalty 5199.632496 = -5534350.600089
  nChanged 20
		SP:Iteration 18Q (5561.630000 sec): 3 clusters
  Score: Raw -5539572.586162 + Penalty 5199.632496 = -5534372.953666
  nChanged 14
		SP:Iteration 19Q (5561.720000 sec): 3 clusters
  Score: Raw -5539586.174396 + Penalty 5199.632496 = -5534386.541900
  nChanged 9
		SP:Iteration 20F (5561.850000 sec): 3 clusters
  Score: Raw -5539594.961057 + Penalty 5199.632496 = -5534395.328561
  nChanged 7
		SP:Iteration 21Q (5561.940000 sec): 3 clusters
  Score: Raw -5539601.924693 + Penalty 5199.632496 = -5534402.292197
  nChanged 2
		SP:Iteration 22Q (5562.030000 sec): 3 clusters
  Score: Raw -5539604.557863 + Penalty 5199.632496 = -5534404.925367
  nChanged 3
		SP:Iteration 23Q (5562.120000 sec): 3 clusters
  Score: Raw -5539610.479934 + Penalty 5199.632496 = -5534410.847438
  nChanged 1
		SP:Iteration 24Q (5562.210000 sec): 3 clusters
  Score: Raw -5539611.282139 + Penalty 5199.632496 = -5534411.649643
  nChanged 1
		SP:Iteration 25Q (5562.300000 sec): 3 clusters
  Score: Raw -5539612.134669 + Penalty 5199.632496 = -5534412.502173
  nChanged 0
		SP:Iteration 26F (5562.430000 sec): 3 clusters
  Score: Raw -5539612.134669 + Penalty 5199.632496 = -5534412.502173
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5562.750000 sec): 2 clusters
  Score: Raw -14576585.958374 + Penalty 2851.900065 = -14573734.058309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5563.110000 sec): 3 clusters
  Score: Raw -14513267.021653 + Penalty 5703.800129 = -14507563.221524
  nChanged 46753
		SP:Iteration 1F (5563.480000 sec): 3 clusters
  Score: Raw -14539365.165180 + Penalty 5703.800129 = -14533661.365051
  nChanged 2940
		SP:Iteration 2Q (5563.850000 sec): 3 clusters
  Score: Raw -14539950.407804 + Penalty 5703.800129 = -14534246.607675
  nChanged 2805
		SP:Iteration 3Q (5564.230000 sec): 3 clusters
  Score: Raw -14540520.958258 + Penalty 5703.800129 = -14534817.158129
  nChanged 2808
		SP:Iteration 4Q (5564.600000 sec): 3 clusters
  Score: Raw -14541105.276710 + Penalty 5703.800129 = -14535401.476581
  nChanged 2862
		SP:Iteration 5Q (5564.970000 sec): 3 clusters
  Score: Raw -14541729.644260 + Penalty 5703.800129 = -14536025.844131
  nChanged 2962
		SP:Iteration 6Q (5565.340000 sec): 3 clusters
  Score: Raw -14542475.016296 + Penalty 5703.800129 = -14536771.216166
  nChanged 3373
		SP:Iteration 7Q (5565.720000 sec): 3 clusters
  Score: Raw -14543483.387310 + Penalty 5703.800129 = -14537779.587181
  nChanged 3983
		SP:Iteration 8Q (5566.090000 sec): 3 clusters
  Score: Raw -14544911.764356 + Penalty 5703.800129 = -14539207.964226
  nChanged 4687
		SP:Iteration 9Q (5566.470000 sec): 3 clusters
  Score: Raw -14546931.102712 + Penalty 5703.800129 = -14541227.302583
  nChanged 5390
		SP:Iteration 10F (5566.830000 sec): 3 clusters
  Score: Raw -14549744.771288 + Penalty 5703.800129 = -14544040.971159
  nChanged 6171
		SP:Iteration 11F (5567.200000 sec): 3 clusters
  Score: Raw -14553620.240575 + Penalty 5703.800129 = -14547916.440446
  nChanged 6561
		SP:Iteration 12F (5567.560000 sec): 3 clusters
  Score: Raw -14558308.113263 + Penalty 5703.800129 = -14552604.313133
  nChanged 6425
		SP:Iteration 13F (5567.920000 sec): 3 clusters
  Score: Raw -14563417.430685 + Penalty 5703.800129 = -14557713.630556
  nChanged 5630
		SP:Iteration 14F (5568.290000 sec): 3 clusters
  Score: Raw -14568092.583870 + Penalty 5703.800129 = -14562388.783740
  nChanged 4185
		SP:Iteration 15Q (5568.650000 sec): 3 clusters
  Score: Raw -14571650.591505 + Penalty 5703.800129 = -14565946.791375
  nChanged 2766
		SP:Iteration 16Q (5568.980000 sec): 3 clusters
  Score: Raw -14573894.291182 + Penalty 5703.800129 = -14568190.491053
  nChanged 1635
		SP:Iteration 17Q (5569.290000 sec): 3 clusters
  Score: Raw -14575183.296919 + Penalty 5703.800129 = -14569479.496789
  nChanged 973
		SP:Iteration 18Q (5569.590000 sec): 3 clusters
  Score: Raw -14575925.223854 + Penalty 5703.800129 = -14570221.423725
  nChanged 519
		SP:Iteration 19Q (5569.860000 sec): 3 clusters
  Score: Raw -14576304.798627 + Penalty 5703.800129 = -14570600.998498
  nChanged 320
		SP:Iteration 20F (5570.220000 sec): 3 clusters
  Score: Raw -14576525.322507 + Penalty 5703.800129 = -14570821.522378
  nChanged 197
		SP:Iteration 21Q (5570.480000 sec): 3 clusters
  Score: Raw -14576653.730774 + Penalty 5703.800129 = -14570949.930644
  nChanged 147
		SP:Iteration 22Q (5570.740000 sec): 3 clusters
  Score: Raw -14576753.844038 + Penalty 5703.800129 = -14571050.043908
  nChanged 104
		SP:Iteration 23Q (5571.000000 sec): 3 clusters
  Score: Raw -14576830.283573 + Penalty 5703.800129 = -14571126.483444
  nChanged 86
		SP:Iteration 24Q (5571.250000 sec): 3 clusters
  Score: Raw -14576891.368651 + Penalty 5703.800129 = -14571187.568522
  nChanged 59
		SP:Iteration 25Q (5571.510000 sec): 3 clusters
  Score: Raw -14576932.303136 + Penalty 5703.800129 = -14571228.503007
  nChanged 40
		SP:Iteration 26Q (5571.760000 sec): 3 clusters
  Score: Raw -14576958.179955 + Penalty 5703.800129 = -14571254.379826
  nChanged 27
		SP:Iteration 27Q (5572.020000 sec): 3 clusters
  Score: Raw -14576976.128894 + Penalty 5703.800129 = -14571272.328765
  nChanged 18
		SP:Iteration 28Q (5572.270000 sec): 3 clusters
  Score: Raw -14576983.951197 + Penalty 5703.800129 = -14571280.151068
  nChanged 15
		SP:Iteration 29Q (5572.520000 sec): 3 clusters
  Score: Raw -14576992.946160 + Penalty 5703.800129 = -14571289.146031
  nChanged 10
		SP:Iteration 30Q (5572.780000 sec): 3 clusters
  Score: Raw -14576999.101679 + Penalty 5703.800129 = -14571295.301550
  nChanged 13
		SP:Iteration 31Q (5573.030000 sec): 3 clusters
  Score: Raw -14577007.180669 + Penalty 5703.800129 = -14571303.380540
  nChanged 8
		SP:Iteration 32Q (5573.280000 sec): 3 clusters
  Score: Raw -14577011.265119 + Penalty 5703.800129 = -14571307.464989
  nChanged 4
		SP:Iteration 33Q (5573.530000 sec): 3 clusters
  Score: Raw -14577013.474860 + Penalty 5703.800129 = -14571309.674731
  nChanged 7
		SP:Iteration 34Q (5573.780000 sec): 3 clusters
  Score: Raw -14577016.208671 + Penalty 5703.800129 = -14571312.408542
  nChanged 6
		SP:Iteration 35Q (5574.040000 sec): 3 clusters
  Score: Raw -14577020.028401 + Penalty 5703.800129 = -14571316.228272
  nChanged 3
		SP:Iteration 36Q (5574.290000 sec): 3 clusters
  Score: Raw -14577021.768899 + Penalty 5703.800129 = -14571317.968770
  nChanged 3
		SP:Iteration 37Q (5574.540000 sec): 3 clusters
  Score: Raw -14577023.879669 + Penalty 5703.800129 = -14571320.079539
  nChanged 3
		SP:Iteration 38Q (5574.790000 sec): 3 clusters
  Score: Raw -14577025.560538 + Penalty 5703.800129 = -14571321.760408
  nChanged 1
		SP:Iteration 39Q (5575.050000 sec): 3 clusters
  Score: Raw -14577026.836228 + Penalty 5703.800129 = -14571323.036099
  nChanged 1
		SP:Iteration 40F (5575.410000 sec): 3 clusters
  Score: Raw -14577027.469007 + Penalty 5703.800129 = -14571323.668878
  nChanged 3
		SP:Iteration 41Q (5575.660000 sec): 3 clusters
  Score: Raw -14577028.904337 + Penalty 5703.800129 = -14571325.104207
  nChanged 1
		SP:Iteration 42Q (5575.910000 sec): 3 clusters
  Score: Raw -14577029.516146 + Penalty 5703.800129 = -14571325.716017
  nChanged 0
		SP:Iteration 43F (5576.270000 sec): 3 clusters
  Score: Raw -14577029.516146 + Penalty 5703.800129 = -14571325.716017
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5576.310000 sec): 2 clusters
  Score: Raw -45040.769262 + Penalty 1466.548745 = -43574.220517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5576.310000 sec): 3 clusters
  Score: Raw -45342.084219 + Penalty 2933.097491 = -42408.986728
  nChanged 84
		SP:Iteration 1F (5576.310000 sec): 3 clusters
  Score: Raw -45949.879262 + Penalty 2933.097491 = -43016.781771
  nChanged 25
		SP:Iteration 2F (5576.310000 sec): 3 clusters
  Score: Raw -46138.911610 + Penalty 2933.097491 = -43205.814119
  nChanged 14
		SP:Iteration 3Q (5576.310000 sec): 3 clusters
  Score: Raw -46261.473115 + Penalty 2933.097491 = -43328.375624
  nChanged 11
		SP:Iteration 4Q (5576.310000 sec): 3 clusters
  Score: Raw -46394.062419 + Penalty 2933.097491 = -43460.964928
  nChanged 16
		SP:Iteration 5Q (5576.310000 sec): 3 clusters
  Score: Raw -46535.684522 + Penalty 2933.097491 = -43602.587031
  nChanged 17
		SP:Iteration 6Q (5576.310000 sec): 3 clusters
  Score: Raw -46687.848271 + Penalty 2933.097491 = -43754.750780
  nChanged 16
		SP:Iteration 7Q (5576.320000 sec): 3 clusters
  Score: Raw -46968.538605 + Penalty 2933.097491 = -44035.441114
  nChanged 18
		SP:Iteration 8Q (5576.320000 sec): 3 clusters
  Score: Raw -47404.883133 + Penalty 2933.097491 = -44471.785643
  nChanged 12
		SP:Iteration 9Q (5576.320000 sec): 3 clusters
  Score: Raw -47592.057311 + Penalty 2933.097491 = -44658.959820
  nChanged 8
		SP:Iteration 10Q (5576.320000 sec): 3 clusters
  Score: Raw -47729.604431 + Penalty 2933.097491 = -44796.506940
  nChanged 4
		SP:Iteration 11Q (5576.320000 sec): 3 clusters
  Score: Raw -47753.507327 + Penalty 2933.097491 = -44820.409837
  nChanged 2
		SP:Iteration 12Q (5576.320000 sec): 3 clusters
  Score: Raw -47782.186976 + Penalty 2933.097491 = -44849.089485
  nChanged 2
		SP:Iteration 13Q (5576.320000 sec): 3 clusters
  Score: Raw -47823.576062 + Penalty 2933.097491 = -44890.478571
  nChanged 2
		SP:Iteration 14Q (5576.320000 sec): 3 clusters
  Score: Raw -47875.005616 + Penalty 2933.097491 = -44941.908126
  nChanged 0
		SP:Iteration 15F (5576.330000 sec): 3 clusters
  Score: Raw -47875.005616 + Penalty 2933.097491 = -44941.908126
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 35.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5576.500000 sec): 2 clusters
  Score: Raw -7505841.324569 + Penalty 2688.760096 = -7503152.564473
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5576.690000 sec): 3 clusters
  Score: Raw -7474082.290056 + Penalty 5377.520193 = -7468704.769863
  nChanged 23702
		SP:Iteration 1F (5576.870000 sec): 3 clusters
  Score: Raw -7487324.359048 + Penalty 5377.520193 = -7481946.838855
  nChanged 1876
		SP:Iteration 2Q (5577.070000 sec): 3 clusters
  Score: Raw -7487768.682681 + Penalty 5377.520193 = -7482391.162488
  nChanged 1705
		SP:Iteration 3Q (5577.260000 sec): 3 clusters
  Score: Raw -7488152.180893 + Penalty 5377.520193 = -7482774.660700
  nChanged 1563
		SP:Iteration 4Q (5577.450000 sec): 3 clusters
  Score: Raw -7488536.887610 + Penalty 5377.520193 = -7483159.367417
  nChanged 1676
		SP:Iteration 5Q (5577.640000 sec): 3 clusters
  Score: Raw -7489010.284528 + Penalty 5377.520193 = -7483632.764336
  nChanged 1878
		SP:Iteration 6Q (5577.830000 sec): 3 clusters
  Score: Raw -7489643.754053 + Penalty 5377.520193 = -7484266.233860
  nChanged 2213
		SP:Iteration 7Q (5578.020000 sec): 3 clusters
  Score: Raw -7490563.437709 + Penalty 5377.520193 = -7485185.917516
  nChanged 2592
		SP:Iteration 8F (5578.210000 sec): 3 clusters
  Score: Raw -7491822.705812 + Penalty 5377.520193 = -7486445.185619
  nChanged 2888
		SP:Iteration 9F (5578.390000 sec): 3 clusters
  Score: Raw -7493391.002015 + Penalty 5377.520193 = -7488013.481822
  nChanged 3006
		SP:Iteration 10F (5578.580000 sec): 3 clusters
  Score: Raw -7495178.713853 + Penalty 5377.520193 = -7489801.193660
  nChanged 2819
		SP:Iteration 11F (5578.770000 sec): 3 clusters
  Score: Raw -7496968.822439 + Penalty 5377.520193 = -7491591.302246
  nChanged 2586
		SP:Iteration 12F (5578.950000 sec): 3 clusters
  Score: Raw -7498691.582882 + Penalty 5377.520193 = -7493314.062689
  nChanged 2212
		SP:Iteration 13Q (5579.140000 sec): 3 clusters
  Score: Raw -7500285.025408 + Penalty 5377.520193 = -7494907.505215
  nChanged 1869
		SP:Iteration 14Q (5579.330000 sec): 3 clusters
  Score: Raw -7501699.071176 + Penalty 5377.520193 = -7496321.550983
  nChanged 1533
		SP:Iteration 15Q (5579.500000 sec): 3 clusters
  Score: Raw -7502931.575307 + Penalty 5377.520193 = -7497554.055114
  nChanged 1230
		SP:Iteration 16Q (5579.670000 sec): 3 clusters
  Score: Raw -7503889.371681 + Penalty 5377.520193 = -7498511.851489
  nChanged 850
		SP:Iteration 17Q (5579.830000 sec): 3 clusters
  Score: Raw -7504554.039654 + Penalty 5377.520193 = -7499176.519461
  nChanged 609
		SP:Iteration 18Q (5579.980000 sec): 3 clusters
  Score: Raw -7505003.780979 + Penalty 5377.520193 = -7499626.260786
  nChanged 456
		SP:Iteration 19Q (5580.120000 sec): 3 clusters
  Score: Raw -7505351.606051 + Penalty 5377.520193 = -7499974.085858
  nChanged 312
		SP:Iteration 20F (5580.310000 sec): 3 clusters
  Score: Raw -7505583.447943 + Penalty 5377.520193 = -7500205.927750
  nChanged 200
		SP:Iteration 21Q (5580.440000 sec): 3 clusters
  Score: Raw -7505729.773107 + Penalty 5377.520193 = -7500352.252914
  nChanged 150
		SP:Iteration 22Q (5580.570000 sec): 3 clusters
  Score: Raw -7505841.590682 + Penalty 5377.520193 = -7500464.070489
  nChanged 98
		SP:Iteration 23Q (5580.710000 sec): 3 clusters
  Score: Raw -7505925.004877 + Penalty 5377.520193 = -7500547.484684
  nChanged 81
		SP:Iteration 24Q (5580.840000 sec): 3 clusters
  Score: Raw -7505997.085795 + Penalty 5377.520193 = -7500619.565602
  nChanged 63
		SP:Iteration 25Q (5580.970000 sec): 3 clusters
  Score: Raw -7506056.433436 + Penalty 5377.520193 = -7500678.913243
  nChanged 51
		SP:Iteration 26Q (5581.100000 sec): 3 clusters
  Score: Raw -7506108.087972 + Penalty 5377.520193 = -7500730.567779
  nChanged 37
		SP:Iteration 27Q (5581.230000 sec): 3 clusters
  Score: Raw -7506142.329609 + Penalty 5377.520193 = -7500764.809416
  nChanged 26
		SP:Iteration 28Q (5581.360000 sec): 3 clusters
  Score: Raw -7506165.225027 + Penalty 5377.520193 = -7500787.704834
  nChanged 22
		SP:Iteration 29Q (5581.490000 sec): 3 clusters
  Score: Raw -7506184.630316 + Penalty 5377.520193 = -7500807.110123
  nChanged 19
		SP:Iteration 30Q (5581.620000 sec): 3 clusters
  Score: Raw -7506199.835281 + Penalty 5377.520193 = -7500822.315088
  nChanged 16
		SP:Iteration 31Q (5581.750000 sec): 3 clusters
  Score: Raw -7506212.922408 + Penalty 5377.520193 = -7500835.402215
  nChanged 8
		SP:Iteration 32Q (5581.870000 sec): 3 clusters
  Score: Raw -7506222.425650 + Penalty 5377.520193 = -7500844.905457
  nChanged 8
		SP:Iteration 33Q (5582.000000 sec): 3 clusters
  Score: Raw -7506229.376168 + Penalty 5377.520193 = -7500851.855975
  nChanged 4
		SP:Iteration 34Q (5582.130000 sec): 3 clusters
  Score: Raw -7506233.897479 + Penalty 5377.520193 = -7500856.377286
  nChanged 3
		SP:Iteration 35Q (5582.260000 sec): 3 clusters
  Score: Raw -7506238.348181 + Penalty 5377.520193 = -7500860.827988
  nChanged 4
		SP:Iteration 36Q (5582.390000 sec): 3 clusters
  Score: Raw -7506242.740484 + Penalty 5377.520193 = -7500865.220291
  nChanged 5
		SP:Iteration 37Q (5582.510000 sec): 3 clusters
  Score: Raw -7506246.827807 + Penalty 5377.520193 = -7500869.307614
  nChanged 5
		SP:Iteration 38Q (5582.650000 sec): 3 clusters
  Score: Raw -7506251.375368 + Penalty 5377.520193 = -7500873.855175
  nChanged 4
		SP:Iteration 39Q (5582.770000 sec): 3 clusters
  Score: Raw -7506255.422825 + Penalty 5377.520193 = -7500877.902632
  nChanged 2
		SP:Iteration 40F (5582.960000 sec): 3 clusters
  Score: Raw -7506257.038903 + Penalty 5377.520193 = -7500879.518710
  nChanged 2
		SP:Iteration 41Q (5583.090000 sec): 3 clusters
  Score: Raw -7506258.158513 + Penalty 5377.520193 = -7500880.638321
  nChanged 0
		SP:Iteration 42F (5583.270000 sec): 3 clusters
  Score: Raw -7506258.158513 + Penalty 5377.520193 = -7500880.638321
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5583.300000 sec): 2 clusters
  Score: Raw -61642.359494 + Penalty 1516.193181 = -60126.166314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5583.300000 sec): 3 clusters
  Score: Raw -61871.875936 + Penalty 3032.386361 = -58839.489575
  nChanged 90
		SP:Iteration 1F (5583.300000 sec): 3 clusters
  Score: Raw -62117.089762 + Penalty 3032.386361 = -59084.703401
  nChanged 40
		SP:Iteration 2F (5583.300000 sec): 3 clusters
  Score: Raw -62285.622146 + Penalty 3032.386361 = -59253.235785
  nChanged 37
		SP:Iteration 3F (5583.310000 sec): 3 clusters
  Score: Raw -62559.193188 + Penalty 3032.386361 = -59526.806827
  nChanged 30
		SP:Iteration 4F (5583.310000 sec): 3 clusters
  Score: Raw -62774.169856 + Penalty 3032.386361 = -59741.783495
  nChanged 25
		SP:Iteration 5F (5583.310000 sec): 3 clusters
  Score: Raw -63077.791348 + Penalty 3032.386361 = -60045.404987
  nChanged 22
		SP:Iteration 6Q (5583.310000 sec): 3 clusters
  Score: Raw -63295.356317 + Penalty 3032.386361 = -60262.969956
  nChanged 10
		SP:Iteration 7Q (5583.310000 sec): 3 clusters
  Score: Raw -63376.622799 + Penalty 3032.386361 = -60344.236438
  nChanged 5
		SP:Iteration 8Q (5583.310000 sec): 3 clusters
  Score: Raw -63407.272227 + Penalty 3032.386361 = -60374.885866
  nChanged 3
		SP:Iteration 9Q (5583.310000 sec): 3 clusters
  Score: Raw -63436.236551 + Penalty 3032.386361 = -60403.850190
  nChanged 4
		SP:Iteration 10Q (5583.310000 sec): 3 clusters
  Score: Raw -63458.405934 + Penalty 3032.386361 = -60426.019573
  nChanged 1
		SP:Iteration 11Q (5583.310000 sec): 3 clusters
  Score: Raw -63464.777568 + Penalty 3032.386361 = -60432.391207
  nChanged 0
		SP:Iteration 12F (5583.320000 sec): 3 clusters
  Score: Raw -63464.777568 + Penalty 3032.386361 = -60432.391207
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 36.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5583.320000 sec): 2 clusters
  Score: Raw -68373.416664 + Penalty 1528.502071 = -66844.914592
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5583.330000 sec): 3 clusters
  Score: Raw -68397.494779 + Penalty 3057.004143 = -65340.490637
  nChanged 84
		SP:Iteration 1F (5583.330000 sec): 3 clusters
  Score: Raw -68577.554544 + Penalty 3057.004143 = -65520.550401
  nChanged 11
		SP:Iteration 2Q (5583.330000 sec): 3 clusters
  Score: Raw -68600.004070 + Penalty 3057.004143 = -65542.999927
  nChanged 9
		SP:Iteration 3Q (5583.330000 sec): 3 clusters
  Score: Raw -68620.294728 + Penalty 3057.004143 = -65563.290585
  nChanged 4
		SP:Iteration 4Q (5583.330000 sec): 3 clusters
  Score: Raw -68628.885049 + Penalty 3057.004143 = -65571.880906
  nChanged 6
		SP:Iteration 5Q (5583.330000 sec): 3 clusters
  Score: Raw -68642.949135 + Penalty 3057.004143 = -65585.944993
  nChanged 4
		SP:Iteration 6Q (5583.330000 sec): 3 clusters
  Score: Raw -68648.449046 + Penalty 3057.004143 = -65591.444903
  nChanged 2
		SP:Iteration 7Q (5583.340000 sec): 3 clusters
  Score: Raw -68652.812008 + Penalty 3057.004143 = -65595.807865
  nChanged 6
		SP:Iteration 8Q (5583.340000 sec): 3 clusters
  Score: Raw -68666.193177 + Penalty 3057.004143 = -65609.189034
  nChanged 2
		SP:Iteration 9Q (5583.340000 sec): 3 clusters
  Score: Raw -68671.077961 + Penalty 3057.004143 = -65614.073818
  nChanged 1
		SP:Iteration 10Q (5583.340000 sec): 3 clusters
  Score: Raw -68673.403471 + Penalty 3057.004143 = -65616.399328
  nChanged 1
		SP:Iteration 11Q (5583.340000 sec): 3 clusters
  Score: Raw -68675.758332 + Penalty 3057.004143 = -65618.754189
  nChanged 1
		SP:Iteration 12Q (5583.350000 sec): 3 clusters
  Score: Raw -68677.854628 + Penalty 3057.004143 = -65620.850485
  nChanged 0
		SP:Iteration 13F (5583.350000 sec): 3 clusters
  Score: Raw -68677.854628 + Penalty 3057.004143 = -65620.850485
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (269310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5584.230000 sec): 2 clusters
  Score: Raw -39852363.477036 + Penalty 3100.897366 = -39849262.579670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5585.240000 sec): 3 clusters
  Score: Raw -39673833.049547 + Penalty 6201.794732 = -39667631.254815
  nChanged 130432
		SP:Iteration 1F (5586.230000 sec): 3 clusters
  Score: Raw -39750989.861141 + Penalty 6201.794732 = -39744788.066409
  nChanged 6418
		SP:Iteration 2Q (5587.250000 sec): 3 clusters
  Score: Raw -39752197.875728 + Penalty 6201.794732 = -39745996.080996
  nChanged 6875
		SP:Iteration 3Q (5588.270000 sec): 3 clusters
  Score: Raw -39753816.327572 + Penalty 6201.794732 = -39747614.532840
  nChanged 8428
		SP:Iteration 4Q (5589.290000 sec): 3 clusters
  Score: Raw -39756509.607012 + Penalty 6201.794732 = -39750307.812280
  nChanged 11183
		SP:Iteration 5Q (5590.310000 sec): 3 clusters
  Score: Raw -39761523.814849 + Penalty 6201.794732 = -39755322.020117
  nChanged 16114
		SP:Iteration 6F (5591.300000 sec): 3 clusters
  Score: Raw -39771393.119737 + Penalty 6201.794732 = -39765191.325005
  nChanged 21819
		SP:Iteration 7F (5592.290000 sec): 3 clusters
  Score: Raw -39788651.010560 + Penalty 6201.794732 = -39782449.215828
  nChanged 25176
		SP:Iteration 8F (5593.280000 sec): 3 clusters
  Score: Raw -39812176.468335 + Penalty 6201.794732 = -39805974.673603
  nChanged 22025
		SP:Iteration 9F (5594.270000 sec): 3 clusters
  Score: Raw -39834054.649852 + Penalty 6201.794732 = -39827852.855120
  nChanged 12854
		SP:Iteration 10Q (5595.170000 sec): 3 clusters
  Score: Raw -39846452.121233 + Penalty 6201.794732 = -39840250.326501
  nChanged 4868
		SP:Iteration 11Q (5595.970000 sec): 3 clusters
  Score: Raw -39850848.298035 + Penalty 6201.794732 = -39844646.503303
  nChanged 1301
		SP:Iteration 12Q (5596.690000 sec): 3 clusters
  Score: Raw -39852034.920294 + Penalty 6201.794732 = -39845833.125562
  nChanged 351
		SP:Iteration 13Q (5597.390000 sec): 3 clusters
  Score: Raw -39852416.354247 + Penalty 6201.794732 = -39846214.559515
  nChanged 101
		SP:Iteration 14Q (5598.070000 sec): 3 clusters
  Score: Raw -39852549.281097 + Penalty 6201.794732 = -39846347.486365
  nChanged 42
		SP:Iteration 15Q (5598.750000 sec): 3 clusters
  Score: Raw -39852601.392905 + Penalty 6201.794732 = -39846399.598173
  nChanged 17
		SP:Iteration 16Q (5599.430000 sec): 3 clusters
  Score: Raw -39852627.721655 + Penalty 6201.794732 = -39846425.926923
  nChanged 10
		SP:Iteration 17Q (5600.110000 sec): 3 clusters
  Score: Raw -39852644.015816 + Penalty 6201.794732 = -39846442.221084
  nChanged 10
		SP:Iteration 18Q (5600.790000 sec): 3 clusters
  Score: Raw -39852658.888820 + Penalty 6201.794732 = -39846457.094088
  nChanged 9
		SP:Iteration 19Q (5601.470000 sec): 3 clusters
  Score: Raw -39852675.060864 + Penalty 6201.794732 = -39846473.266132
  nChanged 8
		SP:Iteration 20F (5602.440000 sec): 3 clusters
  Score: Raw -39852685.867242 + Penalty 6201.794732 = -39846484.072510
  nChanged 3
		SP:Iteration 21Q (5603.110000 sec): 3 clusters
  Score: Raw -39852692.465577 + Penalty 6201.794732 = -39846490.670845
  nChanged 4
		SP:Iteration 22Q (5603.790000 sec): 3 clusters
  Score: Raw -39852697.867701 + Penalty 6201.794732 = -39846496.072969
  nChanged 2
		SP:Iteration 23Q (5604.460000 sec): 3 clusters
  Score: Raw -39852702.129885 + Penalty 6201.794732 = -39846500.335153
  nChanged 2
		SP:Iteration 24Q (5605.130000 sec): 3 clusters
  Score: Raw -39852704.970302 + Penalty 6201.794732 = -39846503.175570
  nChanged 1
		SP:Iteration 25Q (5605.810000 sec): 3 clusters
  Score: Raw -39852705.606427 + Penalty 6201.794732 = -39846503.811695
  nChanged 0
		SP:Iteration 26F (5606.780000 sec): 3 clusters
  Score: Raw -39852705.606427 + Penalty 6201.794732 = -39846503.811695
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5606.980000 sec): 2 clusters
  Score: Raw -5128971.374178 + Penalty 2584.393408 = -5126386.980770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5607.100000 sec): 3 clusters
  Score: Raw -5108545.873969 + Penalty 5168.786817 = -5103377.087153
  nChanged 15321
		SP:Iteration 1F (5607.220000 sec): 3 clusters
  Score: Raw -5116862.059016 + Penalty 5168.786817 = -5111693.272200
  nChanged 1437
		SP:Iteration 2Q (5607.350000 sec): 3 clusters
  Score: Raw -5117250.592884 + Penalty 5168.786817 = -5112081.806067
  nChanged 1281
		SP:Iteration 3Q (5607.480000 sec): 3 clusters
  Score: Raw -5117565.915115 + Penalty 5168.786817 = -5112397.128298
  nChanged 1049
		SP:Iteration 4Q (5607.600000 sec): 3 clusters
  Score: Raw -5117821.075871 + Penalty 5168.786817 = -5112652.289054
  nChanged 969
		SP:Iteration 5Q (5607.730000 sec): 3 clusters
  Score: Raw -5118054.251192 + Penalty 5168.786817 = -5112885.464375
  nChanged 922
		SP:Iteration 6Q (5607.850000 sec): 3 clusters
  Score: Raw -5118281.325753 + Penalty 5168.786817 = -5113112.538937
  nChanged 930
		SP:Iteration 7Q (5607.980000 sec): 3 clusters
  Score: Raw -5118546.475683 + Penalty 5168.786817 = -5113377.688867
  nChanged 991
		SP:Iteration 8Q (5608.100000 sec): 3 clusters
  Score: Raw -5118832.981255 + Penalty 5168.786817 = -5113664.194439
  nChanged 1101
		SP:Iteration 9Q (5608.230000 sec): 3 clusters
  Score: Raw -5119219.705026 + Penalty 5168.786817 = -5114050.918209
  nChanged 1267
		SP:Iteration 10Q (5608.360000 sec): 3 clusters
  Score: Raw -5119795.250292 + Penalty 5168.786817 = -5114626.463475
  nChanged 1526
		SP:Iteration 11Q (5608.480000 sec): 3 clusters
  Score: Raw -5120631.877847 + Penalty 5168.786817 = -5115463.091030
  nChanged 1737
		SP:Iteration 12F (5608.600000 sec): 3 clusters
  Score: Raw -5121779.332846 + Penalty 5168.786817 = -5116610.546029
  nChanged 1900
		SP:Iteration 13F (5608.730000 sec): 3 clusters
  Score: Raw -5123204.895894 + Penalty 5168.786817 = -5118036.109077
  nChanged 1932
		SP:Iteration 14F (5608.850000 sec): 3 clusters
  Score: Raw -5124653.022472 + Penalty 5168.786817 = -5119484.235655
  nChanged 1589
		SP:Iteration 15Q (5608.970000 sec): 3 clusters
  Score: Raw -5125633.248875 + Penalty 5168.786817 = -5120464.462058
  nChanged 1130
		SP:Iteration 16Q (5609.090000 sec): 3 clusters
  Score: Raw -5126125.921545 + Penalty 5168.786817 = -5120957.134728
  nChanged 682
		SP:Iteration 17Q (5609.210000 sec): 3 clusters
  Score: Raw -5126375.521757 + Penalty 5168.786817 = -5121206.734940
  nChanged 535
		SP:Iteration 18Q (5609.320000 sec): 3 clusters
  Score: Raw -5126575.981066 + Penalty 5168.786817 = -5121407.194250
  nChanged 469
		SP:Iteration 19Q (5609.440000 sec): 3 clusters
  Score: Raw -5126750.173777 + Penalty 5168.786817 = -5121581.386961
  nChanged 471
		SP:Iteration 20F (5609.560000 sec): 3 clusters
  Score: Raw -5126926.108135 + Penalty 5168.786817 = -5121757.321318
  nChanged 469
		SP:Iteration 21Q (5609.680000 sec): 3 clusters
  Score: Raw -5127098.424584 + Penalty 5168.786817 = -5121929.637767
  nChanged 480
		SP:Iteration 22Q (5609.790000 sec): 3 clusters
  Score: Raw -5127290.686073 + Penalty 5168.786817 = -5122121.899256
  nChanged 483
		SP:Iteration 23Q (5609.900000 sec): 3 clusters
  Score: Raw -5127495.264968 + Penalty 5168.786817 = -5122326.478151
  nChanged 449
		SP:Iteration 24Q (5610.010000 sec): 3 clusters
  Score: Raw -5127671.771696 + Penalty 5168.786817 = -5122502.984879
  nChanged 386
		SP:Iteration 25Q (5610.120000 sec): 3 clusters
  Score: Raw -5127809.778813 + Penalty 5168.786817 = -5122640.991996
  nChanged 341
		SP:Iteration 26Q (5610.220000 sec): 3 clusters
  Score: Raw -5127926.546439 + Penalty 5168.786817 = -5122757.759622
  nChanged 337
		SP:Iteration 27Q (5610.330000 sec): 3 clusters
  Score: Raw -5128048.472679 + Penalty 5168.786817 = -5122879.685862
  nChanged 300
		SP:Iteration 28Q (5610.440000 sec): 3 clusters
  Score: Raw -5128158.286113 + Penalty 5168.786817 = -5122989.499296
  nChanged 263
		SP:Iteration 29Q (5610.540000 sec): 3 clusters
  Score: Raw -5128248.931238 + Penalty 5168.786817 = -5123080.144422
  nChanged 261
		SP:Iteration 30Q (5610.640000 sec): 3 clusters
  Score: Raw -5128334.598835 + Penalty 5168.786817 = -5123165.812018
  nChanged 233
		SP:Iteration 31Q (5610.740000 sec): 3 clusters
  Score: Raw -5128412.682325 + Penalty 5168.786817 = -5123243.895508
  nChanged 227
		SP:Iteration 32Q (5610.850000 sec): 3 clusters
  Score: Raw -5128480.872673 + Penalty 5168.786817 = -5123312.085856
  nChanged 203
		SP:Iteration 33Q (5610.950000 sec): 3 clusters
  Score: Raw -5128541.834415 + Penalty 5168.786817 = -5123373.047598
  nChanged 198
		SP:Iteration 34Q (5611.050000 sec): 3 clusters
  Score: Raw -5128600.623598 + Penalty 5168.786817 = -5123431.836781
  nChanged 154
		SP:Iteration 35Q (5611.150000 sec): 3 clusters
  Score: Raw -5128642.170603 + Penalty 5168.786817 = -5123473.383787
  nChanged 128
		SP:Iteration 36Q (5611.240000 sec): 3 clusters
  Score: Raw -5128670.731004 + Penalty 5168.786817 = -5123501.944187
  nChanged 105
		SP:Iteration 37Q (5611.340000 sec): 3 clusters
  Score: Raw -5128694.940298 + Penalty 5168.786817 = -5123526.153482
  nChanged 85
		SP:Iteration 38Q (5611.440000 sec): 3 clusters
  Score: Raw -5128715.471622 + Penalty 5168.786817 = -5123546.684805
  nChanged 82
		SP:Iteration 39Q (5611.540000 sec): 3 clusters
  Score: Raw -5128735.793417 + Penalty 5168.786817 = -5123567.006601
  nChanged 81
		SP:Iteration 40F (5611.660000 sec): 3 clusters
  Score: Raw -5128754.652550 + Penalty 5168.786817 = -5123585.865733
  nChanged 78
		SP:Iteration 41Q (5611.760000 sec): 3 clusters
  Score: Raw -5128770.552584 + Penalty 5168.786817 = -5123601.765768
  nChanged 72
		SP:Iteration 42Q (5611.860000 sec): 3 clusters
  Score: Raw -5128786.312093 + Penalty 5168.786817 = -5123617.525276
  nChanged 62
		SP:Iteration 43Q (5611.950000 sec): 3 clusters
  Score: Raw -5128798.964912 + Penalty 5168.786817 = -5123630.178096
  nChanged 56
		SP:Iteration 44Q (5612.050000 sec): 3 clusters
  Score: Raw -5128811.345697 + Penalty 5168.786817 = -5123642.558880
  nChanged 58
		SP:Iteration 45Q (5612.140000 sec): 3 clusters
  Score: Raw -5128824.119482 + Penalty 5168.786817 = -5123655.332665
  nChanged 55
		SP:Iteration 46Q (5612.240000 sec): 3 clusters
  Score: Raw -5128836.226061 + Penalty 5168.786817 = -5123667.439244
  nChanged 47
		SP:Iteration 47Q (5612.340000 sec): 3 clusters
  Score: Raw -5128845.753863 + Penalty 5168.786817 = -5123676.967046
  nChanged 46
		SP:Iteration 48Q (5612.430000 sec): 3 clusters
  Score: Raw -5128855.507034 + Penalty 5168.786817 = -5123686.720217
  nChanged 51
		SP:Iteration 49Q (5612.520000 sec): 3 clusters
  Score: Raw -5128870.051745 + Penalty 5168.786817 = -5123701.264928
  nChanged 62
		SP:Iteration 50Q (5612.620000 sec): 3 clusters
  Score: Raw -5128887.041077 + Penalty 5168.786817 = -5123718.254260
  nChanged 50
		SP:Iteration 51Q (5612.720000 sec): 3 clusters
  Score: Raw -5128900.853855 + Penalty 5168.786817 = -5123732.067038
  nChanged 52
		SP:Iteration 52Q (5612.810000 sec): 3 clusters
  Score: Raw -5128915.107206 + Penalty 5168.786817 = -5123746.320390
  nChanged 51
		SP:Iteration 53Q (5612.900000 sec): 3 clusters
  Score: Raw -5128930.233974 + Penalty 5168.786817 = -5123761.447157
  nChanged 54
		SP:Iteration 54Q (5613.000000 sec): 3 clusters
  Score: Raw -5128943.908276 + Penalty 5168.786817 = -5123775.121459
  nChanged 43
		SP:Iteration 55Q (5613.090000 sec): 3 clusters
  Score: Raw -5128954.109220 + Penalty 5168.786817 = -5123785.322404
  nChanged 40
		SP:Iteration 56Q (5613.190000 sec): 3 clusters
  Score: Raw -5128963.130598 + Penalty 5168.786817 = -5123794.343782
  nChanged 36
		SP:Iteration 57Q (5613.280000 sec): 3 clusters
  Score: Raw -5128970.785806 + Penalty 5168.786817 = -5123801.998990
  nChanged 39
		SP:Iteration 58Q (5613.380000 sec): 3 clusters
  Score: Raw -5128981.223856 + Penalty 5168.786817 = -5123812.437039
  nChanged 46
		SP:Iteration 59Q (5613.480000 sec): 3 clusters
  Score: Raw -5128992.813696 + Penalty 5168.786817 = -5123824.026879
  nChanged 37
		SP:Iteration 60F (5613.600000 sec): 3 clusters
  Score: Raw -5129002.249753 + Penalty 5168.786817 = -5123833.462936
  nChanged 32
		SP:Iteration 61Q (5613.700000 sec): 3 clusters
  Score: Raw -5129009.639555 + Penalty 5168.786817 = -5123840.852738
  nChanged 33
		SP:Iteration 62Q (5613.790000 sec): 3 clusters
  Score: Raw -5129017.714934 + Penalty 5168.786817 = -5123848.928118
  nChanged 27
		SP:Iteration 63Q (5613.880000 sec): 3 clusters
  Score: Raw -5129025.127107 + Penalty 5168.786817 = -5123856.340290
  nChanged 27
		SP:Iteration 64Q (5613.980000 sec): 3 clusters
  Score: Raw -5129032.044065 + Penalty 5168.786817 = -5123863.257248
  nChanged 20
		SP:Iteration 65Q (5614.070000 sec): 3 clusters
  Score: Raw -5129036.828119 + Penalty 5168.786817 = -5123868.041303
  nChanged 20
		SP:Iteration 66Q (5614.160000 sec): 3 clusters
  Score: Raw -5129042.986118 + Penalty 5168.786817 = -5123874.199301
  nChanged 17
		SP:Iteration 67Q (5614.260000 sec): 3 clusters
  Score: Raw -5129047.777414 + Penalty 5168.786817 = -5123878.990597
  nChanged 18
		SP:Iteration 68Q (5614.350000 sec): 3 clusters
  Score: Raw -5129052.399600 + Penalty 5168.786817 = -5123883.612783
  nChanged 20
		SP:Iteration 69Q (5614.440000 sec): 3 clusters
  Score: Raw -5129056.390195 + Penalty 5168.786817 = -5123887.603378
  nChanged 17
		SP:Iteration 70Q (5614.540000 sec): 3 clusters
  Score: Raw -5129060.683616 + Penalty 5168.786817 = -5123891.896799
  nChanged 12
		SP:Iteration 71Q (5614.630000 sec): 3 clusters
  Score: Raw -5129062.953155 + Penalty 5168.786817 = -5123894.166339
  nChanged 11
		SP:Iteration 72Q (5614.720000 sec): 3 clusters
  Score: Raw -5129065.311358 + Penalty 5168.786817 = -5123896.524541
  nChanged 13
		SP:Iteration 73Q (5614.810000 sec): 3 clusters
  Score: Raw -5129068.330786 + Penalty 5168.786817 = -5123899.543970
  nChanged 14
		SP:Iteration 74Q (5614.900000 sec): 3 clusters
  Score: Raw -5129072.439339 + Penalty 5168.786817 = -5123903.652522
  nChanged 17
		SP:Iteration 75Q (5615.000000 sec): 3 clusters
  Score: Raw -5129076.593760 + Penalty 5168.786817 = -5123907.806944
  nChanged 19
		SP:Iteration 76Q (5615.090000 sec): 3 clusters
  Score: Raw -5129081.430609 + Penalty 5168.786817 = -5123912.643792
  nChanged 17
		SP:Iteration 77Q (5615.180000 sec): 3 clusters
  Score: Raw -5129087.580710 + Penalty 5168.786817 = -5123918.793893
  nChanged 23
		SP:Iteration 78Q (5615.270000 sec): 3 clusters
  Score: Raw -5129094.479121 + Penalty 5168.786817 = -5123925.692304
  nChanged 22
		SP:Iteration 79Q (5615.360000 sec): 3 clusters
  Score: Raw -5129101.110520 + Penalty 5168.786817 = -5123932.323703
  nChanged 21
		SP:Iteration 80F (5615.480000 sec): 3 clusters
  Score: Raw -5129107.090810 + Penalty 5168.786817 = -5123938.303993
  nChanged 24
		SP:Iteration 81Q (5615.580000 sec): 3 clusters
  Score: Raw -5129113.681283 + Penalty 5168.786817 = -5123944.894466
  nChanged 23
		SP:Iteration 82Q (5615.670000 sec): 3 clusters
  Score: Raw -5129118.997422 + Penalty 5168.786817 = -5123950.210605
  nChanged 21
		SP:Iteration 83Q (5615.760000 sec): 3 clusters
  Score: Raw -5129125.088508 + Penalty 5168.786817 = -5123956.301691
  nChanged 23
		SP:Iteration 84Q (5615.850000 sec): 3 clusters
  Score: Raw -5129131.481135 + Penalty 5168.786817 = -5123962.694319
  nChanged 25
		SP:Iteration 85Q (5615.940000 sec): 3 clusters
  Score: Raw -5129139.872721 + Penalty 5168.786817 = -5123971.085905
  nChanged 32
		SP:Iteration 86Q (5616.030000 sec): 3 clusters
  Score: Raw -5129148.743773 + Penalty 5168.786817 = -5123979.956956
  nChanged 19
		SP:Iteration 87Q (5616.120000 sec): 3 clusters
  Score: Raw -5129154.222996 + Penalty 5168.786817 = -5123985.436179
  nChanged 19
		SP:Iteration 88Q (5616.210000 sec): 3 clusters
  Score: Raw -5129158.960477 + Penalty 5168.786817 = -5123990.173661
  nChanged 15
		SP:Iteration 89Q (5616.300000 sec): 3 clusters
  Score: Raw -5129163.565020 + Penalty 5168.786817 = -5123994.778204
  nChanged 12
		SP:Iteration 90Q (5616.400000 sec): 3 clusters
  Score: Raw -5129167.745857 + Penalty 5168.786817 = -5123998.959040
  nChanged 14
		SP:Iteration 91Q (5616.480000 sec): 3 clusters
  Score: Raw -5129172.563398 + Penalty 5168.786817 = -5124003.776581
  nChanged 9
		SP:Iteration 92Q (5616.580000 sec): 3 clusters
  Score: Raw -5129174.633053 + Penalty 5168.786817 = -5124005.846236
  nChanged 6
		SP:Iteration 93Q (5616.660000 sec): 3 clusters
  Score: Raw -5129176.150507 + Penalty 5168.786817 = -5124007.363690
  nChanged 7
		SP:Iteration 94Q (5616.760000 sec): 3 clusters
  Score: Raw -5129177.394184 + Penalty 5168.786817 = -5124008.607367
  nChanged 5
		SP:Iteration 95Q (5616.840000 sec): 3 clusters
  Score: Raw -5129178.366276 + Penalty 5168.786817 = -5124009.579459
  nChanged 5
		SP:Iteration 96Q (5616.940000 sec): 3 clusters
  Score: Raw -5129179.841483 + Penalty 5168.786817 = -5124011.054666
  nChanged 7
		SP:Iteration 97Q (5617.030000 sec): 3 clusters
  Score: Raw -5129181.426553 + Penalty 5168.786817 = -5124012.639736
  nChanged 11
		SP:Iteration 98Q (5617.120000 sec): 3 clusters
  Score: Raw -5129185.938488 + Penalty 5168.786817 = -5124017.151671
  nChanged 9
		SP:Iteration 99Q (5617.210000 sec): 3 clusters
  Score: Raw -5129188.778366 + Penalty 5168.786817 = -5124019.991549
  nChanged 2
		SP:Iteration 100F (5617.330000 sec): 3 clusters
  Score: Raw -5129189.311006 + Penalty 5168.786817 = -5124020.524189
  nChanged 1
		SP:Iteration 101Q (5617.420000 sec): 3 clusters
  Score: Raw -5129189.699534 + Penalty 5168.786817 = -5124020.912717
  nChanged 1
		SP:Iteration 102Q (5617.510000 sec): 3 clusters
  Score: Raw -5129189.890010 + Penalty 5168.786817 = -5124021.103193
  nChanged 2
		SP:Iteration 103Q (5617.600000 sec): 3 clusters
  Score: Raw -5129190.243754 + Penalty 5168.786817 = -5124021.456938
  nChanged 4
		SP:Iteration 104Q (5617.690000 sec): 3 clusters
  Score: Raw -5129191.118388 + Penalty 5168.786817 = -5124022.331571
  nChanged 4
		SP:Iteration 105Q (5617.780000 sec): 3 clusters
  Score: Raw -5129192.444066 + Penalty 5168.786817 = -5124023.657249
  nChanged 2
		SP:Iteration 106Q (5617.870000 sec): 3 clusters
  Score: Raw -5129192.905006 + Penalty 5168.786817 = -5124024.118189
  nChanged 1
		SP:Iteration 107Q (5617.960000 sec): 3 clusters
  Score: Raw -5129193.003048 + Penalty 5168.786817 = -5124024.216232
  nChanged 0
		SP:Iteration 108F (5618.080000 sec): 3 clusters
  Score: Raw -5129193.003048 + Penalty 5168.786817 = -5124024.216232
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.100000 sec): 2 clusters
  Score: Raw -138455.464072 + Penalty 1727.105632 = -136728.358440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.100000 sec): 3 clusters
  Score: Raw -138228.729508 + Penalty 3454.211264 = -134774.518245
  nChanged 291
		SP:Iteration 1F (5618.110000 sec): 3 clusters
  Score: Raw -138607.499087 + Penalty 3454.211264 = -135153.287824
  nChanged 70
		SP:Iteration 2F (5618.110000 sec): 3 clusters
  Score: Raw -138712.302368 + Penalty 3454.211264 = -135258.091104
  nChanged 37
		SP:Iteration 3Q (5618.120000 sec): 3 clusters
  Score: Raw -138764.588917 + Penalty 3454.211264 = -135310.377653
  nChanged 23
		SP:Iteration 4Q (5618.120000 sec): 3 clusters
  Score: Raw -138798.370495 + Penalty 3454.211264 = -135344.159232
  nChanged 14
		SP:Iteration 5Q (5618.120000 sec): 3 clusters
  Score: Raw -138816.957664 + Penalty 3454.211264 = -135362.746400
  nChanged 11
		SP:Iteration 6Q (5618.130000 sec): 3 clusters
  Score: Raw -138832.759707 + Penalty 3454.211264 = -135378.548443
  nChanged 16
		SP:Iteration 7Q (5618.130000 sec): 3 clusters
  Score: Raw -138855.144155 + Penalty 3454.211264 = -135400.932891
  nChanged 6
		SP:Iteration 8Q (5618.130000 sec): 3 clusters
  Score: Raw -138860.524383 + Penalty 3454.211264 = -135406.313119
  nChanged 1
		SP:Iteration 9Q (5618.140000 sec): 3 clusters
  Score: Raw -138863.130751 + Penalty 3454.211264 = -135408.919487
  nChanged 0
		SP:Iteration 10F (5618.140000 sec): 3 clusters
  Score: Raw -138863.130751 + Penalty 3454.211264 = -135408.919487
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.140000 sec): 2 clusters
  Score: Raw -31449.905486 + Penalty 1353.977208 = -30095.928279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.140000 sec): 3 clusters
  Score: Raw -31648.387104 + Penalty 2707.954415 = -28940.432689
  nChanged 17
		SP:Iteration 1F (5618.150000 sec): 3 clusters
  Score: Raw -31700.623306 + Penalty 2707.954415 = -28992.668891
  nChanged 5
		SP:Iteration 2Q (5618.150000 sec): 3 clusters
  Score: Raw -31717.503141 + Penalty 2707.954415 = -29009.548726
  nChanged 3
		SP:Iteration 3Q (5618.150000 sec): 3 clusters
  Score: Raw -31732.688885 + Penalty 2707.954415 = -29024.734470
  nChanged 2
		SP:Iteration 4Q (5618.150000 sec): 3 clusters
  Score: Raw -31739.944130 + Penalty 2707.954415 = -29031.989715
  nChanged 2
		SP:Iteration 5Q (5618.150000 sec): 3 clusters
  Score: Raw -31748.907977 + Penalty 2707.954415 = -29040.953562
  nChanged 4
		SP:Iteration 6Q (5618.150000 sec): 3 clusters
  Score: Raw -31756.654549 + Penalty 2707.954415 = -29048.700134
  nChanged 2
		SP:Iteration 7Q (5618.150000 sec): 3 clusters
  Score: Raw -31761.174084 + Penalty 2707.954415 = -29053.219669
  nChanged 0
		SP:Iteration 8F (5618.150000 sec): 3 clusters
  Score: Raw -31761.174084 + Penalty 2707.954415 = -29053.219669
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (1029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.160000 sec): 2 clusters
  Score: Raw -130575.113848 + Penalty 1720.212998 = -128854.900849
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.160000 sec): 3 clusters
  Score: Raw -130529.027842 + Penalty 3440.425997 = -127088.601845
  nChanged 291
		SP:Iteration 1F (5618.160000 sec): 3 clusters
  Score: Raw -131526.262491 + Penalty 3440.425997 = -128085.836494
  nChanged 114
		SP:Iteration 2F (5618.170000 sec): 3 clusters
  Score: Raw -131883.587331 + Penalty 3440.425997 = -128443.161334
  nChanged 58
		SP:Iteration 3F (5618.170000 sec): 3 clusters
  Score: Raw -132083.801309 + Penalty 3440.425997 = -128643.375312
  nChanged 33
		SP:Iteration 4Q (5618.180000 sec): 3 clusters
  Score: Raw -132171.254782 + Penalty 3440.425997 = -128730.828785
  nChanged 14
		SP:Iteration 5Q (5618.180000 sec): 3 clusters
  Score: Raw -132192.347106 + Penalty 3440.425997 = -128751.921109
  nChanged 13
		SP:Iteration 6Q (5618.180000 sec): 3 clusters
  Score: Raw -132213.102317 + Penalty 3440.425997 = -128772.676320
  nChanged 8
		SP:Iteration 7Q (5618.180000 sec): 3 clusters
  Score: Raw -132223.329378 + Penalty 3440.425997 = -128782.903382
  nChanged 3
		SP:Iteration 8Q (5618.190000 sec): 3 clusters
  Score: Raw -132228.293020 + Penalty 3440.425997 = -128787.867023
  nChanged 5
		SP:Iteration 9Q (5618.190000 sec): 3 clusters
  Score: Raw -132234.678257 + Penalty 3440.425997 = -128794.252260
  nChanged 7
		SP:Iteration 10Q (5618.200000 sec): 3 clusters
  Score: Raw -132243.688455 + Penalty 3440.425997 = -128803.262458
  nChanged 3
		SP:Iteration 11Q (5618.200000 sec): 3 clusters
  Score: Raw -132247.457214 + Penalty 3440.425997 = -128807.031217
  nChanged 4
		SP:Iteration 12Q (5618.200000 sec): 3 clusters
  Score: Raw -132253.042809 + Penalty 3440.425997 = -128812.616812
  nChanged 5
		SP:Iteration 13Q (5618.200000 sec): 3 clusters
  Score: Raw -132260.985275 + Penalty 3440.425997 = -128820.559278
  nChanged 6
		SP:Iteration 14Q (5618.210000 sec): 3 clusters
  Score: Raw -132275.012533 + Penalty 3440.425997 = -128834.586536
  nChanged 12
		SP:Iteration 15Q (5618.210000 sec): 3 clusters
  Score: Raw -132309.594793 + Penalty 3440.425997 = -128869.168796
  nChanged 11
		SP:Iteration 16Q (5618.220000 sec): 3 clusters
  Score: Raw -132335.359118 + Penalty 3440.425997 = -128894.933121
  nChanged 9
		SP:Iteration 17Q (5618.220000 sec): 3 clusters
  Score: Raw -132360.556407 + Penalty 3440.425997 = -128920.130410
  nChanged 8
		SP:Iteration 18Q (5618.220000 sec): 3 clusters
  Score: Raw -132371.182125 + Penalty 3440.425997 = -128930.756128
  nChanged 5
		SP:Iteration 19Q (5618.220000 sec): 3 clusters
  Score: Raw -132388.924237 + Penalty 3440.425997 = -128948.498240
  nChanged 4
		SP:Iteration 20F (5618.230000 sec): 3 clusters
  Score: Raw -132393.633702 + Penalty 3440.425997 = -128953.207705
  nChanged 2
		SP:Iteration 21Q (5618.230000 sec): 3 clusters
  Score: Raw -132395.368425 + Penalty 3440.425997 = -128954.942428
  nChanged 1
		SP:Iteration 22Q (5618.230000 sec): 3 clusters
  Score: Raw -132398.375607 + Penalty 3440.425997 = -128957.949610
  nChanged 3
		SP:Iteration 23Q (5618.240000 sec): 3 clusters
  Score: Raw -132401.956179 + Penalty 3440.425997 = -128961.530182
  nChanged 2
		SP:Iteration 24Q (5618.240000 sec): 3 clusters
  Score: Raw -132403.883102 + Penalty 3440.425997 = -128963.457105
  nChanged 0
		SP:Iteration 25F (5618.240000 sec): 3 clusters
  Score: Raw -132403.883102 + Penalty 3440.425997 = -128963.457105
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 37.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.250000 sec): 2 clusters
  Score: Raw -42097.806542 + Penalty 1496.799395 = -40601.007147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.250000 sec): 3 clusters
  Score: Raw -42471.434218 + Penalty 2993.598791 = -39477.835428
  nChanged 112
		SP:Iteration 1F (5618.250000 sec): 3 clusters
  Score: Raw -43314.257194 + Penalty 2993.598791 = -40320.658403
  nChanged 48
		SP:Iteration 2F (5618.260000 sec): 3 clusters
  Score: Raw -44073.072350 + Penalty 2993.598791 = -41079.473559
  nChanged 23
		SP:Iteration 3F (5618.260000 sec): 3 clusters
  Score: Raw -44477.779339 + Penalty 2993.598791 = -41484.180549
  nChanged 21
		SP:Iteration 4F (5618.260000 sec): 3 clusters
  Score: Raw -44983.647670 + Penalty 2993.598791 = -41990.048880
  nChanged 11
		SP:Iteration 5Q (5618.260000 sec): 3 clusters
  Score: Raw -45347.020993 + Penalty 2993.598791 = -42353.422203
  nChanged 2
		SP:Iteration 6Q (5618.260000 sec): 3 clusters
  Score: Raw -45386.111148 + Penalty 2993.598791 = -42392.512357
  nChanged 1
		SP:Iteration 7Q (5618.260000 sec): 3 clusters
  Score: Raw -45397.959542 + Penalty 2993.598791 = -42404.360751
  nChanged 1
		SP:Iteration 8Q (5618.260000 sec): 3 clusters
  Score: Raw -45439.469466 + Penalty 2993.598791 = -42445.870675
  nChanged 0
		SP:Iteration 9F (5618.260000 sec): 3 clusters
  Score: Raw -45439.469466 + Penalty 2993.598791 = -42445.870675
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 38.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.270000 sec): 2 clusters
  Score: Raw -35366.831667 + Penalty 1421.064746 = -33945.766920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.270000 sec): 3 clusters
  Score: Raw -35680.947370 + Penalty 2842.129492 = -32838.817878
  nChanged 55
		SP:Iteration 1F (5618.270000 sec): 3 clusters
  Score: Raw -36052.147418 + Penalty 2842.129492 = -33210.017926
  nChanged 19
		SP:Iteration 2F (5618.270000 sec): 3 clusters
  Score: Raw -36256.831414 + Penalty 2842.129492 = -33414.701922
  nChanged 10
		SP:Iteration 3Q (5618.280000 sec): 3 clusters
  Score: Raw -36384.292515 + Penalty 2842.129492 = -33542.163023
  nChanged 9
		SP:Iteration 4Q (5618.280000 sec): 3 clusters
  Score: Raw -36460.663984 + Penalty 2842.129492 = -33618.534492
  nChanged 8
		SP:Iteration 5Q (5618.280000 sec): 3 clusters
  Score: Raw -36595.902641 + Penalty 2842.129492 = -33753.773149
  nChanged 7
		SP:Iteration 6Q (5618.280000 sec): 3 clusters
  Score: Raw -36813.133023 + Penalty 2842.129492 = -33971.003531
  nChanged 5
		SP:Iteration 7Q (5618.280000 sec): 3 clusters
  Score: Raw -36827.633584 + Penalty 2842.129492 = -33985.504091
  nChanged 3
		SP:Iteration 8Q (5618.280000 sec): 3 clusters
  Score: Raw -36834.997096 + Penalty 2842.129492 = -33992.867603
  nChanged 4
		SP:Iteration 9Q (5618.280000 sec): 3 clusters
  Score: Raw -36849.431521 + Penalty 2842.129492 = -34007.302029
  nChanged 3
		SP:Iteration 10Q (5618.280000 sec): 3 clusters
  Score: Raw -36856.283194 + Penalty 2842.129492 = -34014.153701
  nChanged 2
		SP:Iteration 11Q (5618.280000 sec): 3 clusters
  Score: Raw -36864.674116 + Penalty 2842.129492 = -34022.544624
  nChanged 3
		SP:Iteration 12Q (5618.280000 sec): 3 clusters
  Score: Raw -36877.630413 + Penalty 2842.129492 = -34035.500920
  nChanged 3
		SP:Iteration 13Q (5618.280000 sec): 3 clusters
  Score: Raw -36893.476041 + Penalty 2842.129492 = -34051.346549
  nChanged 3
		SP:Iteration 14Q (5618.280000 sec): 3 clusters
  Score: Raw -36917.493352 + Penalty 2842.129492 = -34075.363860
  nChanged 1
		SP:Iteration 15Q (5618.280000 sec): 3 clusters
  Score: Raw -36922.654848 + Penalty 2842.129492 = -34080.525356
  nChanged 2
		SP:Iteration 16Q (5618.290000 sec): 3 clusters
  Score: Raw -36931.047958 + Penalty 2842.129492 = -34088.918466
  nChanged 3
		SP:Iteration 17Q (5618.290000 sec): 3 clusters
  Score: Raw -36942.633326 + Penalty 2842.129492 = -34100.503833
  nChanged 3
		SP:Iteration 18Q (5618.290000 sec): 3 clusters
  Score: Raw -36958.402883 + Penalty 2842.129492 = -34116.273390
  nChanged 3
		SP:Iteration 19Q (5618.290000 sec): 3 clusters
  Score: Raw -36983.016072 + Penalty 2842.129492 = -34140.886580
  nChanged 3
		SP:Iteration 20F (5618.290000 sec): 3 clusters
  Score: Raw -37005.112758 + Penalty 2842.129492 = -34162.983266
  nChanged 4
		SP:Iteration 21Q (5618.290000 sec): 3 clusters
  Score: Raw -37034.984735 + Penalty 2842.129492 = -34192.855242
  nChanged 4
		SP:Iteration 22Q (5618.290000 sec): 3 clusters
  Score: Raw -37074.571330 + Penalty 2842.129492 = -34232.441838
  nChanged 1
		SP:Iteration 23Q (5618.290000 sec): 3 clusters
  Score: Raw -37077.862013 + Penalty 2842.129492 = -34235.732521
  nChanged 0
		SP:Iteration 24F (5618.300000 sec): 3 clusters
  Score: Raw -37077.862013 + Penalty 2842.129492 = -34235.732521
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 39.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.300000 sec): 2 clusters
  Score: Raw -29539.068708 + Penalty 1335.354776 = -28203.713932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.300000 sec): 3 clusters
  Score: Raw -29757.630234 + Penalty 2670.709551 = -27086.920683
  nChanged 18
		SP:Iteration 1F (5618.300000 sec): 3 clusters
  Score: Raw -29843.023979 + Penalty 2670.709551 = -27172.314428
  nChanged 7
		SP:Iteration 2Q (5618.300000 sec): 3 clusters
  Score: Raw -29884.453039 + Penalty 2670.709551 = -27213.743488
  nChanged 2
		SP:Iteration 3Q (5618.300000 sec): 3 clusters
  Score: Raw -29893.609922 + Penalty 2670.709551 = -27222.900371
  nChanged 0
		SP:Iteration 4F (5618.300000 sec): 3 clusters
  Score: Raw -29893.609922 + Penalty 2670.709551 = -27222.900371
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.310000 sec): 2 clusters
  Score: Raw -121029.188219 + Penalty 1690.550498 = -119338.637721
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.310000 sec): 3 clusters
  Score: Raw -120938.099758 + Penalty 3381.100997 = -117556.998761
  nChanged 242
		SP:Iteration 1F (5618.320000 sec): 3 clusters
  Score: Raw -121397.996291 + Penalty 3381.100997 = -118016.895294
  nChanged 96
		SP:Iteration 2F (5618.320000 sec): 3 clusters
  Score: Raw -121739.422631 + Penalty 3381.100997 = -118358.321634
  nChanged 66
		SP:Iteration 3F (5618.320000 sec): 3 clusters
  Score: Raw -121950.271960 + Penalty 3381.100997 = -118569.170963
  nChanged 51
		SP:Iteration 4F (5618.330000 sec): 3 clusters
  Score: Raw -122169.805665 + Penalty 3381.100997 = -118788.704668
  nChanged 42
		SP:Iteration 5Q (5618.330000 sec): 3 clusters
  Score: Raw -122365.359410 + Penalty 3381.100997 = -118984.258413
  nChanged 46
		SP:Iteration 6F (5618.330000 sec): 3 clusters
  Score: Raw -122530.989030 + Penalty 3381.100997 = -119149.888033
  nChanged 34
		SP:Iteration 7Q (5618.340000 sec): 3 clusters
  Score: Raw -122659.962048 + Penalty 3381.100997 = -119278.861051
  nChanged 21
		SP:Iteration 8Q (5618.340000 sec): 3 clusters
  Score: Raw -122701.091474 + Penalty 3381.100997 = -119319.990477
  nChanged 13
		SP:Iteration 9Q (5618.340000 sec): 3 clusters
  Score: Raw -122726.888729 + Penalty 3381.100997 = -119345.787732
  nChanged 8
		SP:Iteration 10Q (5618.340000 sec): 3 clusters
  Score: Raw -122737.068853 + Penalty 3381.100997 = -119355.967856
  nChanged 6
		SP:Iteration 11Q (5618.340000 sec): 3 clusters
  Score: Raw -122745.660673 + Penalty 3381.100997 = -119364.559676
  nChanged 2
		SP:Iteration 12Q (5618.350000 sec): 3 clusters
  Score: Raw -122751.152334 + Penalty 3381.100997 = -119370.051337
  nChanged 3
		SP:Iteration 13Q (5618.350000 sec): 3 clusters
  Score: Raw -122755.168595 + Penalty 3381.100997 = -119374.067599
  nChanged 0
		SP:Iteration 14F (5618.360000 sec): 3 clusters
  Score: Raw -122755.168595 + Penalty 3381.100997 = -119374.067599
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 40.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (295 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.360000 sec): 2 clusters
  Score: Raw -22968.678499 + Penalty 1410.369888 = -21558.308610
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.360000 sec): 3 clusters
  Score: Raw -23323.185340 + Penalty 2820.739777 = -20502.445563
  nChanged 74
		SP:Iteration 1F (5618.360000 sec): 3 clusters
  Score: Raw -23708.502466 + Penalty 2820.739777 = -20887.762689
  nChanged 21
		SP:Iteration 2F (5618.360000 sec): 3 clusters
  Score: Raw -23864.668871 + Penalty 2820.739777 = -21043.929094
  nChanged 10
		SP:Iteration 3Q (5618.360000 sec): 3 clusters
  Score: Raw -23931.292702 + Penalty 2820.739777 = -21110.552925
  nChanged 10
		SP:Iteration 4Q (5618.360000 sec): 3 clusters
  Score: Raw -24068.465108 + Penalty 2820.739777 = -21247.725331
  nChanged 4
		SP:Iteration 5Q (5618.370000 sec): 3 clusters
  Score: Raw -24154.548560 + Penalty 2820.739777 = -21333.808783
  nChanged 4
		SP:Iteration 6Q (5618.370000 sec): 3 clusters
  Score: Raw -24166.552819 + Penalty 2820.739777 = -21345.813042
  nChanged 0
		SP:Iteration 7F (5618.370000 sec): 3 clusters
  Score: Raw -24166.552819 + Penalty 2820.739777 = -21345.813042
  nChanged 0
Deleting Class 39 (100 points): Lose 2910.825351 but Gain 3374.686117
Iteration 139Q (5629.300000 sec): 40 clusters
  Score: Raw -117634174.605018 + Penalty 131612.758575 = -117502561.846443
  nChanged 200
Iteration 140F (5671.560000 sec): 40 clusters
  Score: Raw -117636839.511470 + Penalty 131612.758575 = -117505226.752896
  nChanged 136
Iteration 141Q (5682.180000 sec): 40 clusters
  Score: Raw -117638027.944106 + Penalty 131612.758575 = -117506415.185532
  nChanged 109
Iteration 142Q (5692.890000 sec): 40 clusters
  Score: Raw -117638352.890949 + Penalty 131612.758575 = -117506740.132374
  nChanged 82
Iteration 143Q (5703.610000 sec): 40 clusters
  Score: Raw -117638570.855176 + Penalty 131612.758575 = -117506958.096601
  nChanged 56
Iteration 144Q (5714.330000 sec): 40 clusters
  Score: Raw -117638651.134813 + Penalty 131612.758575 = -117507038.376238
  nChanged 44
Iteration 145Q (5725.060000 sec): 40 clusters
  Score: Raw -117638662.588327 + Penalty 131612.758575 = -117507049.829752
  nChanged 50
Iteration 146Q (5735.780000 sec): 40 clusters
  Score: Raw -117638691.612082 + Penalty 131612.758575 = -117507078.853508
  nChanged 44
Iteration 147Q (5746.500000 sec): 40 clusters
  Score: Raw -117638812.279953 + Penalty 131612.758575 = -117507199.521379
  nChanged 46
Iteration 148Q (5757.220000 sec): 40 clusters
  Score: Raw -117639167.428547 + Penalty 131612.758575 = -117507554.669972
  nChanged 62
Iteration 149Q (5767.910000 sec): 40 clusters
  Score: Raw -117639648.518187 + Penalty 131612.758575 = -117508035.759612
  nChanged 93
Iteration 150Q (5778.610000 sec): 40 clusters
  Score: Raw -117639992.995996 + Penalty 131612.758575 = -117508380.237421
  nChanged 81
Iteration 151Q (5789.330000 sec): 40 clusters
  Score: Raw -117640136.263102 + Penalty 131612.758575 = -117508523.504527
  nChanged 37
Iteration 152Q (5800.090000 sec): 40 clusters
  Score: Raw -117640202.203347 + Penalty 131612.758575 = -117508589.444772
  nChanged 33
Iteration 153Q (5810.850000 sec): 40 clusters
  Score: Raw -117640215.002370 + Penalty 131612.758575 = -117508602.243795
  nChanged 20
Iteration 154Q (5821.610000 sec): 40 clusters
  Score: Raw -117640220.864948 + Penalty 131612.758575 = -117508608.106373
  nChanged 17
Iteration 155Q (5832.360000 sec): 40 clusters
  Score: Raw -117640223.380196 + Penalty 131612.758575 = -117508610.621621
  nChanged 11
Iteration 156Q (5843.100000 sec): 40 clusters
  Score: Raw -117640223.786047 + Penalty 131612.758575 = -117508611.027472
  nChanged 10
Iteration 157Q (5853.860000 sec): 40 clusters
  Score: Raw -117640224.063796 + Penalty 131612.758575 = -117508611.305221
  nChanged 10
Iteration 158Q (5864.640000 sec): 40 clusters
  Score: Raw -117640224.337963 + Penalty 131612.758575 = -117508611.579388
  nChanged 6
Iteration 159Q (5875.420000 sec): 40 clusters
  Score: Raw -117640224.479875 + Penalty 131612.758575 = -117508611.721301
  nChanged 3
Iteration 160F (5917.730000 sec): 40 clusters
  Score: Raw -117640514.316777 + Penalty 131612.758575 = -117508901.558203
  nChanged 74
Iteration 161Q (5928.530000 sec): 40 clusters
  Score: Raw -117640749.441349 + Penalty 131612.758575 = -117509136.682775
  nChanged 85
Iteration 162Q (5939.250000 sec): 40 clusters
  Score: Raw -117640866.934566 + Penalty 131612.758575 = -117509254.175991
  nChanged 62
Iteration 163Q (5949.980000 sec): 40 clusters
  Score: Raw -117640921.748344 + Penalty 131612.758575 = -117509308.989769
  nChanged 74
Iteration 164Q (5960.760000 sec): 40 clusters
  Score: Raw -117640943.146004 + Penalty 131612.758575 = -117509330.387429
  nChanged 62
Iteration 165Q (5971.570000 sec): 40 clusters
  Score: Raw -117640963.495135 + Penalty 131612.758575 = -117509350.736560
  nChanged 59
Iteration 166Q (5982.320000 sec): 40 clusters
  Score: Raw -117640966.816524 + Penalty 131612.758575 = -117509354.057949
  nChanged 59
Iteration 167Q (5993.050000 sec): 40 clusters
  Score: Raw -117640968.491235 + Penalty 131612.758575 = -117509355.732661
  nChanged 59
Iteration 168Q (6003.780000 sec): 40 clusters
  Score: Raw -117640969.821096 + Penalty 131612.758575 = -117509357.062521
  nChanged 49
Iteration 169Q (6014.520000 sec): 40 clusters
  Score: Raw -117640971.404943 + Penalty 131612.758575 = -117509358.646368
  nChanged 41
Iteration 170Q (6025.260000 sec): 40 clusters
  Score: Raw -117640972.539765 + Penalty 131612.758575 = -117509359.781190
  nChanged 37
Iteration 171Q (6036.010000 sec): 40 clusters
  Score: Raw -117640973.283781 + Penalty 131612.758575 = -117509360.525207
  nChanged 29
Iteration 172Q (6046.740000 sec): 40 clusters
  Score: Raw -117640973.823509 + Penalty 131612.758575 = -117509361.064934
  nChanged 24
Iteration 173Q (6057.490000 sec): 40 clusters
  Score: Raw -117640974.263961 + Penalty 131612.758575 = -117509361.505387
  nChanged 16
Iteration 174Q (6068.120000 sec): 40 clusters
  Score: Raw -117640974.482271 + Penalty 131612.758575 = -117509361.723697
  nChanged 7
Iteration 175Q (6078.840000 sec): 40 clusters
  Score: Raw -117640974.614666 + Penalty 131612.758575 = -117509361.856092
  nChanged 8
Iteration 176Q (6089.600000 sec): 40 clusters
  Score: Raw -117640974.772350 + Penalty 131612.758575 = -117509362.013776
  nChanged 11
Iteration 177Q (6100.270000 sec): 40 clusters
  Score: Raw -117640974.987046 + Penalty 131612.758575 = -117509362.228471
  nChanged 9
Iteration 178Q (6110.600000 sec): 40 clusters
  Score: Raw -117640975.151769 + Penalty 131612.758575 = -117509362.393195
  nChanged 11
Writing temp clu file 
Because OldScore, -117509362.228471, is greater than current (better) Score,-117509362.393195 
 Compute initial score before splitting:   Score: Raw -117640975.151769 + Penalty 131612.758575 = -117509362.393195
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6110.760000 sec): 2 clusters
  Score: Raw -1047910.549080 + Penalty 2200.793686 = -1045709.755393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6110.790000 sec): 3 clusters
  Score: Raw -1044260.896839 + Penalty 4401.587373 = -1039859.309466
  nChanged 2834
		SP:Iteration 1F (6110.810000 sec): 3 clusters
  Score: Raw -1045749.114167 + Penalty 4401.587373 = -1041347.526795
  nChanged 449
		SP:Iteration 2F (6110.830000 sec): 3 clusters
  Score: Raw -1045943.613135 + Penalty 4401.587373 = -1041542.025762
  nChanged 324
		SP:Iteration 3Q (6110.860000 sec): 3 clusters
  Score: Raw -1046082.108963 + Penalty 4401.587373 = -1041680.521590
  nChanged 236
		SP:Iteration 4Q (6110.890000 sec): 3 clusters
  Score: Raw -1046191.673146 + Penalty 4401.587373 = -1041790.085773
  nChanged 225
		SP:Iteration 5Q (6110.910000 sec): 3 clusters
  Score: Raw -1046301.534739 + Penalty 4401.587373 = -1041899.947367
  nChanged 206
		SP:Iteration 6Q (6110.940000 sec): 3 clusters
  Score: Raw -1046393.492067 + Penalty 4401.587373 = -1041991.904694
  nChanged 201
		SP:Iteration 7Q (6110.970000 sec): 3 clusters
  Score: Raw -1046484.900325 + Penalty 4401.587373 = -1042083.312952
  nChanged 189
		SP:Iteration 8Q (6110.990000 sec): 3 clusters
  Score: Raw -1046566.843985 + Penalty 4401.587373 = -1042165.256612
  nChanged 173
		SP:Iteration 9Q (6111.010000 sec): 3 clusters
  Score: Raw -1046639.756228 + Penalty 4401.587373 = -1042238.168855
  nChanged 183
		SP:Iteration 10Q (6111.040000 sec): 3 clusters
  Score: Raw -1046720.900672 + Penalty 4401.587373 = -1042319.313299
  nChanged 180
		SP:Iteration 11Q (6111.070000 sec): 3 clusters
  Score: Raw -1046809.091865 + Penalty 4401.587373 = -1042407.504492
  nChanged 191
		SP:Iteration 12Q (6111.090000 sec): 3 clusters
  Score: Raw -1046908.411966 + Penalty 4401.587373 = -1042506.824593
  nChanged 219
		SP:Iteration 13Q (6111.120000 sec): 3 clusters
  Score: Raw -1047032.316364 + Penalty 4401.587373 = -1042630.728991
  nChanged 236
		SP:Iteration 14Q (6111.140000 sec): 3 clusters
  Score: Raw -1047184.321618 + Penalty 4401.587373 = -1042782.734245
  nChanged 249
		SP:Iteration 15Q (6111.170000 sec): 3 clusters
  Score: Raw -1047357.570125 + Penalty 4401.587373 = -1042955.982752
  nChanged 240
		SP:Iteration 16Q (6111.190000 sec): 3 clusters
  Score: Raw -1047533.308350 + Penalty 4401.587373 = -1043131.720978
  nChanged 196
		SP:Iteration 17Q (6111.220000 sec): 3 clusters
  Score: Raw -1047666.135842 + Penalty 4401.587373 = -1043264.548469
  nChanged 171
		SP:Iteration 18Q (6111.240000 sec): 3 clusters
  Score: Raw -1047797.896167 + Penalty 4401.587373 = -1043396.308794
  nChanged 164
		SP:Iteration 19Q (6111.270000 sec): 3 clusters
  Score: Raw -1047930.253170 + Penalty 4401.587373 = -1043528.665797
  nChanged 117
		SP:Iteration 20F (6111.290000 sec): 3 clusters
  Score: Raw -1048010.810912 + Penalty 4401.587373 = -1043609.223539
  nChanged 61
		SP:Iteration 21Q (6111.310000 sec): 3 clusters
  Score: Raw -1048052.325687 + Penalty 4401.587373 = -1043650.738314
  nChanged 46
		SP:Iteration 22Q (6111.340000 sec): 3 clusters
  Score: Raw -1048087.927918 + Penalty 4401.587373 = -1043686.340545
  nChanged 28
		SP:Iteration 23Q (6111.360000 sec): 3 clusters
  Score: Raw -1048109.696045 + Penalty 4401.587373 = -1043708.108673
  nChanged 16
		SP:Iteration 24Q (6111.380000 sec): 3 clusters
  Score: Raw -1048124.999400 + Penalty 4401.587373 = -1043723.412027
  nChanged 8
		SP:Iteration 25Q (6111.400000 sec): 3 clusters
  Score: Raw -1048132.880117 + Penalty 4401.587373 = -1043731.292744
  nChanged 10
		SP:Iteration 26Q (6111.430000 sec): 3 clusters
  Score: Raw -1048142.012573 + Penalty 4401.587373 = -1043740.425200
  nChanged 14
		SP:Iteration 27Q (6111.450000 sec): 3 clusters
  Score: Raw -1048154.105927 + Penalty 4401.587373 = -1043752.518554
  nChanged 8
		SP:Iteration 28Q (6111.470000 sec): 3 clusters
  Score: Raw -1048160.065251 + Penalty 4401.587373 = -1043758.477878
  nChanged 5
		SP:Iteration 29Q (6111.490000 sec): 3 clusters
  Score: Raw -1048166.225614 + Penalty 4401.587373 = -1043764.638241
  nChanged 9
		SP:Iteration 30Q (6111.510000 sec): 3 clusters
  Score: Raw -1048174.868745 + Penalty 4401.587373 = -1043773.281372
  nChanged 6
		SP:Iteration 31Q (6111.530000 sec): 3 clusters
  Score: Raw -1048182.531340 + Penalty 4401.587373 = -1043780.943967
  nChanged 7
		SP:Iteration 32Q (6111.550000 sec): 3 clusters
  Score: Raw -1048191.641953 + Penalty 4401.587373 = -1043790.054580
  nChanged 5
		SP:Iteration 33Q (6111.580000 sec): 3 clusters
  Score: Raw -1048195.053316 + Penalty 4401.587373 = -1043793.465943
  nChanged 0
		SP:Iteration 34F (6111.600000 sec): 3 clusters
  Score: Raw -1048195.053316 + Penalty 4401.587373 = -1043793.465943
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7326 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6111.630000 sec): 2 clusters
  Score: Raw -1058531.145520 + Penalty 2206.997866 = -1056324.147654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6111.650000 sec): 3 clusters
  Score: Raw -1054773.204842 + Penalty 4413.995732 = -1050359.209110
  nChanged 2946
		SP:Iteration 1F (6111.680000 sec): 3 clusters
  Score: Raw -1056384.240155 + Penalty 4413.995732 = -1051970.244423
  nChanged 498
		SP:Iteration 2F (6111.710000 sec): 3 clusters
  Score: Raw -1056625.434214 + Penalty 4413.995732 = -1052211.438482
  nChanged 348
		SP:Iteration 3Q (6111.730000 sec): 3 clusters
  Score: Raw -1056778.945193 + Penalty 4413.995732 = -1052364.949461
  nChanged 278
		SP:Iteration 4Q (6111.760000 sec): 3 clusters
  Score: Raw -1056894.641936 + Penalty 4413.995732 = -1052480.646204
  nChanged 207
		SP:Iteration 5Q (6111.790000 sec): 3 clusters
  Score: Raw -1056971.797156 + Penalty 4413.995732 = -1052557.801424
  nChanged 165
		SP:Iteration 6Q (6111.810000 sec): 3 clusters
  Score: Raw -1057033.594197 + Penalty 4413.995732 = -1052619.598465
  nChanged 142
		SP:Iteration 7Q (6111.840000 sec): 3 clusters
  Score: Raw -1057088.873319 + Penalty 4413.995732 = -1052674.877587
  nChanged 134
		SP:Iteration 8Q (6111.870000 sec): 3 clusters
  Score: Raw -1057149.398743 + Penalty 4413.995732 = -1052735.403011
  nChanged 164
		SP:Iteration 9Q (6111.890000 sec): 3 clusters
  Score: Raw -1057224.486543 + Penalty 4413.995732 = -1052810.490811
  nChanged 154
		SP:Iteration 10Q (6111.920000 sec): 3 clusters
  Score: Raw -1057308.050829 + Penalty 4413.995732 = -1052894.055097
  nChanged 184
		SP:Iteration 11Q (6111.950000 sec): 3 clusters
  Score: Raw -1057407.094419 + Penalty 4413.995732 = -1052993.098687
  nChanged 201
		SP:Iteration 12Q (6111.970000 sec): 3 clusters
  Score: Raw -1057518.425832 + Penalty 4413.995732 = -1053104.430100
  nChanged 210
		SP:Iteration 13Q (6112.000000 sec): 3 clusters
  Score: Raw -1057637.102064 + Penalty 4413.995732 = -1053223.106332
  nChanged 204
		SP:Iteration 14Q (6112.030000 sec): 3 clusters
  Score: Raw -1057760.319527 + Penalty 4413.995732 = -1053346.323795
  nChanged 203
		SP:Iteration 15Q (6112.050000 sec): 3 clusters
  Score: Raw -1057870.701905 + Penalty 4413.995732 = -1053456.706174
  nChanged 177
		SP:Iteration 16Q (6112.080000 sec): 3 clusters
  Score: Raw -1057973.756827 + Penalty 4413.995732 = -1053559.761096
  nChanged 192
		SP:Iteration 17Q (6112.110000 sec): 3 clusters
  Score: Raw -1058073.325771 + Penalty 4413.995732 = -1053659.330039
  nChanged 165
		SP:Iteration 18Q (6112.130000 sec): 3 clusters
  Score: Raw -1058153.426431 + Penalty 4413.995732 = -1053739.430699
  nChanged 143
		SP:Iteration 19Q (6112.160000 sec): 3 clusters
  Score: Raw -1058230.928645 + Penalty 4413.995732 = -1053816.932913
  nChanged 138
		SP:Iteration 20F (6112.180000 sec): 3 clusters
  Score: Raw -1058288.599590 + Penalty 4413.995732 = -1053874.603858
  nChanged 114
		SP:Iteration 21Q (6112.210000 sec): 3 clusters
  Score: Raw -1058342.690319 + Penalty 4413.995732 = -1053928.694587
  nChanged 102
		SP:Iteration 22Q (6112.230000 sec): 3 clusters
  Score: Raw -1058389.808635 + Penalty 4413.995732 = -1053975.812903
  nChanged 82
		SP:Iteration 23Q (6112.260000 sec): 3 clusters
  Score: Raw -1058423.274412 + Penalty 4413.995732 = -1054009.278680
  nChanged 64
		SP:Iteration 24Q (6112.290000 sec): 3 clusters
  Score: Raw -1058446.814374 + Penalty 4413.995732 = -1054032.818642
  nChanged 52
		SP:Iteration 25Q (6112.310000 sec): 3 clusters
  Score: Raw -1058464.167309 + Penalty 4413.995732 = -1054050.171577
  nChanged 40
		SP:Iteration 26Q (6112.330000 sec): 3 clusters
  Score: Raw -1058474.184977 + Penalty 4413.995732 = -1054060.189245
  nChanged 26
		SP:Iteration 27Q (6112.360000 sec): 3 clusters
  Score: Raw -1058481.488484 + Penalty 4413.995732 = -1054067.492752
  nChanged 33
		SP:Iteration 28Q (6112.390000 sec): 3 clusters
  Score: Raw -1058490.190543 + Penalty 4413.995732 = -1054076.194811
  nChanged 38
		SP:Iteration 29Q (6112.410000 sec): 3 clusters
  Score: Raw -1058502.430732 + Penalty 4413.995732 = -1054088.435000
  nChanged 36
		SP:Iteration 30Q (6112.430000 sec): 3 clusters
  Score: Raw -1058512.986625 + Penalty 4413.995732 = -1054098.990893
  nChanged 29
		SP:Iteration 31Q (6112.460000 sec): 3 clusters
  Score: Raw -1058520.981939 + Penalty 4413.995732 = -1054106.986207
  nChanged 31
		SP:Iteration 32Q (6112.490000 sec): 3 clusters
  Score: Raw -1058530.503282 + Penalty 4413.995732 = -1054116.507550
  nChanged 27
		SP:Iteration 33Q (6112.510000 sec): 3 clusters
  Score: Raw -1058537.326198 + Penalty 4413.995732 = -1054123.330466
  nChanged 16
		SP:Iteration 34Q (6112.530000 sec): 3 clusters
  Score: Raw -1058541.882916 + Penalty 4413.995732 = -1054127.887184
  nChanged 25
		SP:Iteration 35Q (6112.560000 sec): 3 clusters
  Score: Raw -1058549.860452 + Penalty 4413.995732 = -1054135.864720
  nChanged 27
		SP:Iteration 36Q (6112.580000 sec): 3 clusters
  Score: Raw -1058557.703893 + Penalty 4413.995732 = -1054143.708161
  nChanged 19
		SP:Iteration 37Q (6112.610000 sec): 3 clusters
  Score: Raw -1058562.579034 + Penalty 4413.995732 = -1054148.583303
  nChanged 13
		SP:Iteration 38Q (6112.630000 sec): 3 clusters
  Score: Raw -1058565.691632 + Penalty 4413.995732 = -1054151.695900
  nChanged 12
		SP:Iteration 39Q (6112.660000 sec): 3 clusters
  Score: Raw -1058568.651543 + Penalty 4413.995732 = -1054154.655811
  nChanged 12
		SP:Iteration 40F (6112.690000 sec): 3 clusters
  Score: Raw -1058570.831947 + Penalty 4413.995732 = -1054156.836216
  nChanged 12
		SP:Iteration 41Q (6112.710000 sec): 3 clusters
  Score: Raw -1058573.557041 + Penalty 4413.995732 = -1054159.561309
  nChanged 12
		SP:Iteration 42Q (6112.730000 sec): 3 clusters
  Score: Raw -1058575.806760 + Penalty 4413.995732 = -1054161.811028
  nChanged 7
		SP:Iteration 43Q (6112.760000 sec): 3 clusters
  Score: Raw -1058577.316291 + Penalty 4413.995732 = -1054163.320559
  nChanged 5
		SP:Iteration 44Q (6112.780000 sec): 3 clusters
  Score: Raw -1058578.682123 + Penalty 4413.995732 = -1054164.686391
  nChanged 4
		SP:Iteration 45Q (6112.810000 sec): 3 clusters
  Score: Raw -1058579.497528 + Penalty 4413.995732 = -1054165.501796
  nChanged 6
		SP:Iteration 46Q (6112.830000 sec): 3 clusters
  Score: Raw -1058580.603486 + Penalty 4413.995732 = -1054166.607754
  nChanged 5
		SP:Iteration 47Q (6112.860000 sec): 3 clusters
  Score: Raw -1058581.696578 + Penalty 4413.995732 = -1054167.700846
  nChanged 4
		SP:Iteration 48Q (6112.880000 sec): 3 clusters
  Score: Raw -1058582.263700 + Penalty 4413.995732 = -1054168.267968
  nChanged 5
		SP:Iteration 49Q (6112.910000 sec): 3 clusters
  Score: Raw -1058582.716939 + Penalty 4413.995732 = -1054168.721207
  nChanged 3
		SP:Iteration 50Q (6112.930000 sec): 3 clusters
  Score: Raw -1058583.401106 + Penalty 4413.995732 = -1054169.405374
  nChanged 3
		SP:Iteration 51Q (6112.960000 sec): 3 clusters
  Score: Raw -1058583.768401 + Penalty 4413.995732 = -1054169.772669
  nChanged 2
		SP:Iteration 52Q (6112.980000 sec): 3 clusters
  Score: Raw -1058584.748438 + Penalty 4413.995732 = -1054170.752706
  nChanged 2
		SP:Iteration 53Q (6113.010000 sec): 3 clusters
  Score: Raw -1058585.143695 + Penalty 4413.995732 = -1054171.147963
  nChanged 1
		SP:Iteration 54Q (6113.030000 sec): 3 clusters
  Score: Raw -1058585.292485 + Penalty 4413.995732 = -1054171.296753
  nChanged 1
		SP:Iteration 55Q (6113.050000 sec): 3 clusters
  Score: Raw -1058585.435745 + Penalty 4413.995732 = -1054171.440013
  nChanged 4
		SP:Iteration 56Q (6113.080000 sec): 3 clusters
  Score: Raw -1058586.443629 + Penalty 4413.995732 = -1054172.447897
  nChanged 3
		SP:Iteration 57Q (6113.110000 sec): 3 clusters
  Score: Raw -1058587.044807 + Penalty 4413.995732 = -1054173.049076
  nChanged 3
		SP:Iteration 58Q (6113.130000 sec): 3 clusters
  Score: Raw -1058587.648168 + Penalty 4413.995732 = -1054173.652437
  nChanged 4
		SP:Iteration 59Q (6113.150000 sec): 3 clusters
  Score: Raw -1058588.161569 + Penalty 4413.995732 = -1054174.165837
  nChanged 3
		SP:Iteration 60F (6113.180000 sec): 3 clusters
  Score: Raw -1058588.740970 + Penalty 4413.995732 = -1054174.745238
  nChanged 5
		SP:Iteration 61Q (6113.210000 sec): 3 clusters
  Score: Raw -1058589.428216 + Penalty 4413.995732 = -1054175.432484
  nChanged 2
		SP:Iteration 62Q (6113.230000 sec): 3 clusters
  Score: Raw -1058589.708235 + Penalty 4413.995732 = -1054175.712503
  nChanged 5
		SP:Iteration 63Q (6113.250000 sec): 3 clusters
  Score: Raw -1058591.002370 + Penalty 4413.995732 = -1054177.006638
  nChanged 4
		SP:Iteration 64Q (6113.280000 sec): 3 clusters
  Score: Raw -1058591.875803 + Penalty 4413.995732 = -1054177.880071
  nChanged 2
		SP:Iteration 65Q (6113.300000 sec): 3 clusters
  Score: Raw -1058592.103959 + Penalty 4413.995732 = -1054178.108227
  nChanged 0
		SP:Iteration 66F (6113.330000 sec): 3 clusters
  Score: Raw -1058592.103959 + Penalty 4413.995732 = -1054178.108227
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6113.430000 sec): 2 clusters
  Score: Raw -4011803.400024 + Penalty 2531.919617 = -4009271.480406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6113.530000 sec): 3 clusters
  Score: Raw -3995577.362735 + Penalty 5063.839235 = -3990513.523501
  nChanged 12138
		SP:Iteration 1F (6113.630000 sec): 3 clusters
  Score: Raw -4002113.495928 + Penalty 5063.839235 = -3997049.656693
  nChanged 1349
		SP:Iteration 2Q (6113.730000 sec): 3 clusters
  Score: Raw -4002607.988935 + Penalty 5063.839235 = -3997544.149701
  nChanged 1350
		SP:Iteration 3Q (6113.830000 sec): 3 clusters
  Score: Raw -4003152.432969 + Penalty 5063.839235 = -3998088.593734
  nChanged 1365
		SP:Iteration 4F (6113.930000 sec): 3 clusters
  Score: Raw -4003765.932490 + Penalty 5063.839235 = -3998702.093256
  nChanged 1409
		SP:Iteration 5F (6114.030000 sec): 3 clusters
  Score: Raw -4004463.094949 + Penalty 5063.839235 = -3999399.255715
  nChanged 1487
		SP:Iteration 6F (6114.130000 sec): 3 clusters
  Score: Raw -4005271.320227 + Penalty 5063.839235 = -4000207.480993
  nChanged 1557
		SP:Iteration 7F (6114.230000 sec): 3 clusters
  Score: Raw -4006166.072857 + Penalty 5063.839235 = -4001102.233622
  nChanged 1494
		SP:Iteration 8F (6114.330000 sec): 3 clusters
  Score: Raw -4007066.330538 + Penalty 5063.839235 = -4002002.491303
  nChanged 1309
		SP:Iteration 9Q (6114.430000 sec): 3 clusters
  Score: Raw -4007915.578935 + Penalty 5063.839235 = -4002851.739700
  nChanged 1226
		SP:Iteration 10Q (6114.530000 sec): 3 clusters
  Score: Raw -4008790.737427 + Penalty 5063.839235 = -4003726.898193
  nChanged 1044
		SP:Iteration 11Q (6114.640000 sec): 3 clusters
  Score: Raw -4009587.477146 + Penalty 5063.839235 = -4004523.637911
  nChanged 860
		SP:Iteration 12Q (6114.740000 sec): 3 clusters
  Score: Raw -4010192.745527 + Penalty 5063.839235 = -4005128.906292
  nChanged 648
		SP:Iteration 13Q (6114.830000 sec): 3 clusters
  Score: Raw -4010597.475231 + Penalty 5063.839235 = -4005533.635997
  nChanged 490
		SP:Iteration 14Q (6114.930000 sec): 3 clusters
  Score: Raw -4010860.441364 + Penalty 5063.839235 = -4005796.602130
  nChanged 372
		SP:Iteration 15Q (6115.020000 sec): 3 clusters
  Score: Raw -4011026.331784 + Penalty 5063.839235 = -4005962.492550
  nChanged 288
		SP:Iteration 16Q (6115.110000 sec): 3 clusters
  Score: Raw -4011140.775166 + Penalty 5063.839235 = -4006076.935931
  nChanged 243
		SP:Iteration 17Q (6115.190000 sec): 3 clusters
  Score: Raw -4011225.808577 + Penalty 5063.839235 = -4006161.969343
  nChanged 212
		SP:Iteration 18Q (6115.280000 sec): 3 clusters
  Score: Raw -4011302.705145 + Penalty 5063.839235 = -4006238.865911
  nChanged 212
		SP:Iteration 19Q (6115.370000 sec): 3 clusters
  Score: Raw -4011383.356354 + Penalty 5063.839235 = -4006319.517119
  nChanged 215
		SP:Iteration 20F (6115.470000 sec): 3 clusters
  Score: Raw -4011466.078030 + Penalty 5063.839235 = -4006402.238795
  nChanged 229
		SP:Iteration 21Q (6115.550000 sec): 3 clusters
  Score: Raw -4011552.731124 + Penalty 5063.839235 = -4006488.891889
  nChanged 210
		SP:Iteration 22Q (6115.630000 sec): 3 clusters
  Score: Raw -4011627.852853 + Penalty 5063.839235 = -4006564.013619
  nChanged 182
		SP:Iteration 23Q (6115.710000 sec): 3 clusters
  Score: Raw -4011691.895195 + Penalty 5063.839235 = -4006628.055961
  nChanged 164
		SP:Iteration 24Q (6115.790000 sec): 3 clusters
  Score: Raw -4011748.488840 + Penalty 5063.839235 = -4006684.649606
  nChanged 139
		SP:Iteration 25Q (6115.870000 sec): 3 clusters
  Score: Raw -4011795.851852 + Penalty 5063.839235 = -4006732.012618
  nChanged 131
		SP:Iteration 26Q (6115.950000 sec): 3 clusters
  Score: Raw -4011845.928394 + Penalty 5063.839235 = -4006782.089160
  nChanged 120
		SP:Iteration 27Q (6116.030000 sec): 3 clusters
  Score: Raw -4011886.642308 + Penalty 5063.839235 = -4006822.803074
  nChanged 98
		SP:Iteration 28Q (6116.110000 sec): 3 clusters
  Score: Raw -4011917.439614 + Penalty 5063.839235 = -4006853.600379
  nChanged 81
		SP:Iteration 29Q (6116.180000 sec): 3 clusters
  Score: Raw -4011945.238261 + Penalty 5063.839235 = -4006881.399026
  nChanged 84
		SP:Iteration 30Q (6116.260000 sec): 3 clusters
  Score: Raw -4011972.579876 + Penalty 5063.839235 = -4006908.740641
  nChanged 66
		SP:Iteration 31Q (6116.330000 sec): 3 clusters
  Score: Raw -4011990.197505 + Penalty 5063.839235 = -4006926.358271
  nChanged 49
		SP:Iteration 32Q (6116.410000 sec): 3 clusters
  Score: Raw -4012004.902432 + Penalty 5063.839235 = -4006941.063197
  nChanged 40
		SP:Iteration 33Q (6116.490000 sec): 3 clusters
  Score: Raw -4012015.696580 + Penalty 5063.839235 = -4006951.857346
  nChanged 40
		SP:Iteration 34Q (6116.560000 sec): 3 clusters
  Score: Raw -4012026.265963 + Penalty 5063.839235 = -4006962.426728
  nChanged 31
		SP:Iteration 35Q (6116.640000 sec): 3 clusters
  Score: Raw -4012034.784097 + Penalty 5063.839235 = -4006970.944863
  nChanged 30
		SP:Iteration 36Q (6116.710000 sec): 3 clusters
  Score: Raw -4012044.428146 + Penalty 5063.839235 = -4006980.588912
  nChanged 40
		SP:Iteration 37Q (6116.790000 sec): 3 clusters
  Score: Raw -4012056.639869 + Penalty 5063.839235 = -4006992.800634
  nChanged 36
		SP:Iteration 38Q (6116.870000 sec): 3 clusters
  Score: Raw -4012068.038594 + Penalty 5063.839235 = -4007004.199359
  nChanged 29
		SP:Iteration 39Q (6116.940000 sec): 3 clusters
  Score: Raw -4012075.329974 + Penalty 5063.839235 = -4007011.490739
  nChanged 26
		SP:Iteration 40F (6117.040000 sec): 3 clusters
  Score: Raw -4012082.817746 + Penalty 5063.839235 = -4007018.978511
  nChanged 21
		SP:Iteration 41Q (6117.120000 sec): 3 clusters
  Score: Raw -4012088.913760 + Penalty 5063.839235 = -4007025.074525
  nChanged 25
		SP:Iteration 42Q (6117.190000 sec): 3 clusters
  Score: Raw -4012094.758363 + Penalty 5063.839235 = -4007030.919128
  nChanged 28
		SP:Iteration 43Q (6117.270000 sec): 3 clusters
  Score: Raw -4012101.570284 + Penalty 5063.839235 = -4007037.731050
  nChanged 20
		SP:Iteration 44Q (6117.340000 sec): 3 clusters
  Score: Raw -4012107.557640 + Penalty 5063.839235 = -4007043.718405
  nChanged 21
		SP:Iteration 45Q (6117.410000 sec): 3 clusters
  Score: Raw -4012114.837310 + Penalty 5063.839235 = -4007050.998075
  nChanged 26
		SP:Iteration 46Q (6117.490000 sec): 3 clusters
  Score: Raw -4012123.889378 + Penalty 5063.839235 = -4007060.050144
  nChanged 27
		SP:Iteration 47Q (6117.560000 sec): 3 clusters
  Score: Raw -4012132.634249 + Penalty 5063.839235 = -4007068.795014
  nChanged 24
		SP:Iteration 48Q (6117.640000 sec): 3 clusters
  Score: Raw -4012139.539625 + Penalty 5063.839235 = -4007075.700391
  nChanged 19
		SP:Iteration 49Q (6117.710000 sec): 3 clusters
  Score: Raw -4012144.826903 + Penalty 5063.839235 = -4007080.987669
  nChanged 19
		SP:Iteration 50Q (6117.790000 sec): 3 clusters
  Score: Raw -4012149.449872 + Penalty 5063.839235 = -4007085.610638
  nChanged 7
		SP:Iteration 51Q (6117.860000 sec): 3 clusters
  Score: Raw -4012150.772380 + Penalty 5063.839235 = -4007086.933146
  nChanged 5
		SP:Iteration 52Q (6117.930000 sec): 3 clusters
  Score: Raw -4012151.677780 + Penalty 5063.839235 = -4007087.838545
  nChanged 6
		SP:Iteration 53Q (6118.010000 sec): 3 clusters
  Score: Raw -4012153.314753 + Penalty 5063.839235 = -4007089.475518
  nChanged 5
		SP:Iteration 54Q (6118.080000 sec): 3 clusters
  Score: Raw -4012154.776655 + Penalty 5063.839235 = -4007090.937420
  nChanged 6
		SP:Iteration 55Q (6118.150000 sec): 3 clusters
  Score: Raw -4012157.713900 + Penalty 5063.839235 = -4007093.874666
  nChanged 11
		SP:Iteration 56Q (6118.230000 sec): 3 clusters
  Score: Raw -4012160.894046 + Penalty 5063.839235 = -4007097.054812
  nChanged 12
		SP:Iteration 57Q (6118.300000 sec): 3 clusters
  Score: Raw -4012164.750896 + Penalty 5063.839235 = -4007100.911662
  nChanged 17
		SP:Iteration 58Q (6118.380000 sec): 3 clusters
  Score: Raw -4012169.355222 + Penalty 5063.839235 = -4007105.515988
  nChanged 10
		SP:Iteration 59Q (6118.450000 sec): 3 clusters
  Score: Raw -4012172.187367 + Penalty 5063.839235 = -4007108.348132
  nChanged 7
		SP:Iteration 60F (6118.560000 sec): 3 clusters
  Score: Raw -4012174.467660 + Penalty 5063.839235 = -4007110.628425
  nChanged 7
		SP:Iteration 61Q (6118.630000 sec): 3 clusters
  Score: Raw -4012175.978499 + Penalty 5063.839235 = -4007112.139265
  nChanged 3
		SP:Iteration 62Q (6118.700000 sec): 3 clusters
  Score: Raw -4012176.523925 + Penalty 5063.839235 = -4007112.684691
  nChanged 5
		SP:Iteration 63Q (6118.780000 sec): 3 clusters
  Score: Raw -4012177.330564 + Penalty 5063.839235 = -4007113.491330
  nChanged 3
		SP:Iteration 64Q (6118.850000 sec): 3 clusters
  Score: Raw -4012177.820382 + Penalty 5063.839235 = -4007113.981148
  nChanged 1
		SP:Iteration 65Q (6118.930000 sec): 3 clusters
  Score: Raw -4012178.027687 + Penalty 5063.839235 = -4007114.188452
  nChanged 1
		SP:Iteration 66Q (6119.000000 sec): 3 clusters
  Score: Raw -4012178.375518 + Penalty 5063.839235 = -4007114.536283
  nChanged 2
		SP:Iteration 67Q (6119.070000 sec): 3 clusters
  Score: Raw -4012179.032840 + Penalty 5063.839235 = -4007115.193606
  nChanged 2
		SP:Iteration 68Q (6119.150000 sec): 3 clusters
  Score: Raw -4012179.746279 + Penalty 5063.839235 = -4007115.907045
  nChanged 2
		SP:Iteration 69Q (6119.220000 sec): 3 clusters
  Score: Raw -4012180.056743 + Penalty 5063.839235 = -4007116.217508
  nChanged 2
		SP:Iteration 70Q (6119.290000 sec): 3 clusters
  Score: Raw -4012180.323984 + Penalty 5063.839235 = -4007116.484749
  nChanged 0
		SP:Iteration 71F (6119.390000 sec): 3 clusters
  Score: Raw -4012180.323984 + Penalty 5063.839235 = -4007116.484749
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6119.470000 sec): 2 clusters
  Score: Raw -3327355.762257 + Penalty 2501.290992 = -3324854.471265
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6119.560000 sec): 3 clusters
  Score: Raw -3313252.432437 + Penalty 5002.581984 = -3308249.850453
  nChanged 10600
		SP:Iteration 1F (6119.650000 sec): 3 clusters
  Score: Raw -3319238.594260 + Penalty 5002.581984 = -3314236.012276
  nChanged 1389
		SP:Iteration 2F (6119.730000 sec): 3 clusters
  Score: Raw -3319887.191658 + Penalty 5002.581984 = -3314884.609673
  nChanged 1293
		SP:Iteration 3F (6119.830000 sec): 3 clusters
  Score: Raw -3320544.154269 + Penalty 5002.581984 = -3315541.572285
  nChanged 1289
		SP:Iteration 4F (6119.910000 sec): 3 clusters
  Score: Raw -3321287.597352 + Penalty 5002.581984 = -3316285.015367
  nChanged 1375
		SP:Iteration 5F (6120.000000 sec): 3 clusters
  Score: Raw -3322208.464778 + Penalty 5002.581984 = -3317205.882794
  nChanged 1424
		SP:Iteration 6F (6120.090000 sec): 3 clusters
  Score: Raw -3323216.743912 + Penalty 5002.581984 = -3318214.161927
  nChanged 1379
		SP:Iteration 7F (6120.170000 sec): 3 clusters
  Score: Raw -3324285.385150 + Penalty 5002.581984 = -3319282.803166
  nChanged 1243
		SP:Iteration 8F (6120.260000 sec): 3 clusters
  Score: Raw -3325334.584946 + Penalty 5002.581984 = -3320332.002961
  nChanged 1015
		SP:Iteration 9Q (6120.350000 sec): 3 clusters
  Score: Raw -3326267.236756 + Penalty 5002.581984 = -3321264.654771
  nChanged 689
		SP:Iteration 10Q (6120.430000 sec): 3 clusters
  Score: Raw -3326917.167191 + Penalty 5002.581984 = -3321914.585206
  nChanged 414
		SP:Iteration 11Q (6120.510000 sec): 3 clusters
  Score: Raw -3327313.014398 + Penalty 5002.581984 = -3322310.432414
  nChanged 243
		SP:Iteration 12Q (6120.580000 sec): 3 clusters
  Score: Raw -3327508.203598 + Penalty 5002.581984 = -3322505.621613
  nChanged 136
		SP:Iteration 13Q (6120.650000 sec): 3 clusters
  Score: Raw -3327610.363911 + Penalty 5002.581984 = -3322607.781927
  nChanged 91
		SP:Iteration 14Q (6120.710000 sec): 3 clusters
  Score: Raw -3327671.935464 + Penalty 5002.581984 = -3322669.353479
  nChanged 67
		SP:Iteration 15Q (6120.780000 sec): 3 clusters
  Score: Raw -3327715.837979 + Penalty 5002.581984 = -3322713.255994
  nChanged 45
		SP:Iteration 16Q (6120.840000 sec): 3 clusters
  Score: Raw -3327749.233481 + Penalty 5002.581984 = -3322746.651497
  nChanged 38
		SP:Iteration 17Q (6120.910000 sec): 3 clusters
  Score: Raw -3327778.536003 + Penalty 5002.581984 = -3322775.954019
  nChanged 28
		SP:Iteration 18Q (6120.970000 sec): 3 clusters
  Score: Raw -3327799.448769 + Penalty 5002.581984 = -3322796.866785
  nChanged 18
		SP:Iteration 19Q (6121.040000 sec): 3 clusters
  Score: Raw -3327809.807271 + Penalty 5002.581984 = -3322807.225286
  nChanged 15
		SP:Iteration 20F (6121.120000 sec): 3 clusters
  Score: Raw -3327819.832872 + Penalty 5002.581984 = -3322817.250887
  nChanged 16
		SP:Iteration 21Q (6121.190000 sec): 3 clusters
  Score: Raw -3327828.925962 + Penalty 5002.581984 = -3322826.343977
  nChanged 13
		SP:Iteration 22Q (6121.250000 sec): 3 clusters
  Score: Raw -3327834.517627 + Penalty 5002.581984 = -3322831.935642
  nChanged 8
		SP:Iteration 23Q (6121.310000 sec): 3 clusters
  Score: Raw -3327837.976869 + Penalty 5002.581984 = -3322835.394884
  nChanged 8
		SP:Iteration 24Q (6121.380000 sec): 3 clusters
  Score: Raw -3327843.856858 + Penalty 5002.581984 = -3322841.274874
  nChanged 9
		SP:Iteration 25Q (6121.440000 sec): 3 clusters
  Score: Raw -3327849.320754 + Penalty 5002.581984 = -3322846.738770
  nChanged 9
		SP:Iteration 26Q (6121.510000 sec): 3 clusters
  Score: Raw -3327853.314212 + Penalty 5002.581984 = -3322850.732228
  nChanged 5
		SP:Iteration 27Q (6121.570000 sec): 3 clusters
  Score: Raw -3327857.072402 + Penalty 5002.581984 = -3322854.490417
  nChanged 6
		SP:Iteration 28Q (6121.630000 sec): 3 clusters
  Score: Raw -3327862.961586 + Penalty 5002.581984 = -3322860.379602
  nChanged 5
		SP:Iteration 29Q (6121.700000 sec): 3 clusters
  Score: Raw -3327866.320504 + Penalty 5002.581984 = -3322863.738519
  nChanged 1
		SP:Iteration 30Q (6121.760000 sec): 3 clusters
  Score: Raw -3327866.774944 + Penalty 5002.581984 = -3322864.192960
  nChanged 1
		SP:Iteration 31Q (6121.820000 sec): 3 clusters
  Score: Raw -3327867.162606 + Penalty 5002.581984 = -3322864.580622
  nChanged 0
		SP:Iteration 32F (6121.910000 sec): 3 clusters
  Score: Raw -3327867.162606 + Penalty 5002.581984 = -3322864.580622
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6121.930000 sec): 2 clusters
  Score: Raw -493895.315700 + Penalty 2018.942818 = -491876.372882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6121.940000 sec): 3 clusters
  Score: Raw -492413.116208 + Penalty 4037.885636 = -488375.230572
  nChanged 1210
		SP:Iteration 1F (6121.950000 sec): 3 clusters
  Score: Raw -493189.851311 + Penalty 4037.885636 = -489151.965675
  nChanged 276
		SP:Iteration 2F (6121.970000 sec): 3 clusters
  Score: Raw -493418.601602 + Penalty 4037.885636 = -489380.715965
  nChanged 217
		SP:Iteration 3F (6121.980000 sec): 3 clusters
  Score: Raw -493609.873731 + Penalty 4037.885636 = -489571.988094
  nChanged 169
		SP:Iteration 4Q (6121.990000 sec): 3 clusters
  Score: Raw -493775.857248 + Penalty 4037.885636 = -489737.971611
  nChanged 168
		SP:Iteration 5Q (6122.010000 sec): 3 clusters
  Score: Raw -493958.226517 + Penalty 4037.885636 = -489920.340881
  nChanged 176
		SP:Iteration 6F (6122.020000 sec): 3 clusters
  Score: Raw -494188.752595 + Penalty 4037.885636 = -490150.866959
  nChanged 166
		SP:Iteration 7Q (6122.030000 sec): 3 clusters
  Score: Raw -494379.362782 + Penalty 4037.885636 = -490341.477146
  nChanged 124
		SP:Iteration 8Q (6122.040000 sec): 3 clusters
  Score: Raw -494524.316448 + Penalty 4037.885636 = -490486.430812
  nChanged 107
		SP:Iteration 9Q (6122.050000 sec): 3 clusters
  Score: Raw -494659.077147 + Penalty 4037.885636 = -490621.191510
  nChanged 100
		SP:Iteration 10Q (6122.070000 sec): 3 clusters
  Score: Raw -494803.256283 + Penalty 4037.885636 = -490765.370647
  nChanged 118
		SP:Iteration 11Q (6122.080000 sec): 3 clusters
  Score: Raw -494981.850625 + Penalty 4037.885636 = -490943.964988
  nChanged 116
		SP:Iteration 12Q (6122.090000 sec): 3 clusters
  Score: Raw -495149.370065 + Penalty 4037.885636 = -491111.484428
  nChanged 86
		SP:Iteration 13Q (6122.100000 sec): 3 clusters
  Score: Raw -495250.412727 + Penalty 4037.885636 = -491212.527090
  nChanged 84
		SP:Iteration 14Q (6122.110000 sec): 3 clusters
  Score: Raw -495336.883736 + Penalty 4037.885636 = -491298.998100
  nChanged 61
		SP:Iteration 15Q (6122.120000 sec): 3 clusters
  Score: Raw -495389.117768 + Penalty 4037.885636 = -491351.232132
  nChanged 54
		SP:Iteration 16Q (6122.130000 sec): 3 clusters
  Score: Raw -495430.631750 + Penalty 4037.885636 = -491392.746114
  nChanged 48
		SP:Iteration 17Q (6122.140000 sec): 3 clusters
  Score: Raw -495466.927291 + Penalty 4037.885636 = -491429.041654
  nChanged 48
		SP:Iteration 18Q (6122.150000 sec): 3 clusters
  Score: Raw -495500.255975 + Penalty 4037.885636 = -491462.370339
  nChanged 35
		SP:Iteration 19Q (6122.160000 sec): 3 clusters
  Score: Raw -495522.467478 + Penalty 4037.885636 = -491484.581841
  nChanged 28
		SP:Iteration 20F (6122.170000 sec): 3 clusters
  Score: Raw -495539.915549 + Penalty 4037.885636 = -491502.029913
  nChanged 27
		SP:Iteration 21Q (6122.190000 sec): 3 clusters
  Score: Raw -495556.696236 + Penalty 4037.885636 = -491518.810599
  nChanged 26
		SP:Iteration 22Q (6122.190000 sec): 3 clusters
  Score: Raw -495569.750241 + Penalty 4037.885636 = -491531.864605
  nChanged 15
		SP:Iteration 23Q (6122.210000 sec): 3 clusters
  Score: Raw -495574.995492 + Penalty 4037.885636 = -491537.109856
  nChanged 11
		SP:Iteration 24Q (6122.210000 sec): 3 clusters
  Score: Raw -495580.311330 + Penalty 4037.885636 = -491542.425693
  nChanged 9
		SP:Iteration 25Q (6122.230000 sec): 3 clusters
  Score: Raw -495584.130466 + Penalty 4037.885636 = -491546.244830
  nChanged 8
		SP:Iteration 26Q (6122.230000 sec): 3 clusters
  Score: Raw -495587.494411 + Penalty 4037.885636 = -491549.608774
  nChanged 4
		SP:Iteration 27Q (6122.250000 sec): 3 clusters
  Score: Raw -495588.062259 + Penalty 4037.885636 = -491550.176622
  nChanged 2
		SP:Iteration 28Q (6122.260000 sec): 3 clusters
  Score: Raw -495588.853823 + Penalty 4037.885636 = -491550.968187
  nChanged 5
		SP:Iteration 29Q (6122.270000 sec): 3 clusters
  Score: Raw -495590.900287 + Penalty 4037.885636 = -491553.014651
  nChanged 5
		SP:Iteration 30Q (6122.280000 sec): 3 clusters
  Score: Raw -495593.021256 + Penalty 4037.885636 = -491555.135620
  nChanged 4
		SP:Iteration 31Q (6122.290000 sec): 3 clusters
  Score: Raw -495595.249246 + Penalty 4037.885636 = -491557.363610
  nChanged 3
		SP:Iteration 32Q (6122.300000 sec): 3 clusters
  Score: Raw -495596.464069 + Penalty 4037.885636 = -491558.578432
  nChanged 2
		SP:Iteration 33Q (6122.310000 sec): 3 clusters
  Score: Raw -495597.189820 + Penalty 4037.885636 = -491559.304183
  nChanged 2
		SP:Iteration 34Q (6122.320000 sec): 3 clusters
  Score: Raw -495597.786656 + Penalty 4037.885636 = -491559.901019
  nChanged 1
		SP:Iteration 35Q (6122.330000 sec): 3 clusters
  Score: Raw -495597.970177 + Penalty 4037.885636 = -491560.084541
  nChanged 1
		SP:Iteration 36Q (6122.340000 sec): 3 clusters
  Score: Raw -495598.090189 + Penalty 4037.885636 = -491560.204552
  nChanged 0
		SP:Iteration 37F (6122.350000 sec): 3 clusters
  Score: Raw -495598.090189 + Penalty 4037.885636 = -491560.204552
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6122.350000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6122.360000 sec): 3 clusters
  Score: Raw -126948.035820 + Penalty 3350.283633 = -123597.752187
  nChanged 201
		SP:Iteration 1F (6122.360000 sec): 3 clusters
  Score: Raw -127195.484876 + Penalty 3350.283633 = -123845.201243
  nChanged 38
		SP:Iteration 2Q (6122.370000 sec): 3 clusters
  Score: Raw -127275.347124 + Penalty 3350.283633 = -123925.063490
  nChanged 32
		SP:Iteration 3Q (6122.370000 sec): 3 clusters
  Score: Raw -127334.115570 + Penalty 3350.283633 = -123983.831936
  nChanged 25
		SP:Iteration 4Q (6122.370000 sec): 3 clusters
  Score: Raw -127375.793814 + Penalty 3350.283633 = -124025.510181
  nChanged 9
		SP:Iteration 5Q (6122.370000 sec): 3 clusters
  Score: Raw -127389.531074 + Penalty 3350.283633 = -124039.247440
  nChanged 9
		SP:Iteration 6Q (6122.380000 sec): 3 clusters
  Score: Raw -127407.633008 + Penalty 3350.283633 = -124057.349375
  nChanged 10
		SP:Iteration 7Q (6122.380000 sec): 3 clusters
  Score: Raw -127419.041451 + Penalty 3350.283633 = -124068.757818
  nChanged 4
		SP:Iteration 8Q (6122.380000 sec): 3 clusters
  Score: Raw -127423.685976 + Penalty 3350.283633 = -124073.402343
  nChanged 3
		SP:Iteration 9Q (6122.390000 sec): 3 clusters
  Score: Raw -127427.076206 + Penalty 3350.283633 = -124076.792572
  nChanged 3
		SP:Iteration 10Q (6122.390000 sec): 3 clusters
  Score: Raw -127430.731841 + Penalty 3350.283633 = -124080.448208
  nChanged 3
		SP:Iteration 11Q (6122.390000 sec): 3 clusters
  Score: Raw -127435.819574 + Penalty 3350.283633 = -124085.535941
  nChanged 2
		SP:Iteration 12Q (6122.390000 sec): 3 clusters
  Score: Raw -127439.671705 + Penalty 3350.283633 = -124089.388071
  nChanged 2
		SP:Iteration 13Q (6122.400000 sec): 3 clusters
  Score: Raw -127441.145555 + Penalty 3350.283633 = -124090.861921
  nChanged 1
		SP:Iteration 14Q (6122.400000 sec): 3 clusters
  Score: Raw -127442.033958 + Penalty 3350.283633 = -124091.750325
  nChanged 0
		SP:Iteration 15F (6122.400000 sec): 3 clusters
  Score: Raw -127442.033958 + Penalty 3350.283633 = -124091.750325
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6122.410000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6122.410000 sec): 3 clusters
  Score: Raw -33638.118928 + Penalty 2756.186719 = -30881.932210
  nChanged 37
		SP:Iteration 1F (6122.410000 sec): 3 clusters
  Score: Raw -33759.621078 + Penalty 2756.186719 = -31003.434359
  nChanged 9
		SP:Iteration 2Q (6122.410000 sec): 3 clusters
  Score: Raw -33797.341710 + Penalty 2756.186719 = -31041.154991
  nChanged 4
		SP:Iteration 3Q (6122.410000 sec): 3 clusters
  Score: Raw -33820.702978 + Penalty 2756.186719 = -31064.516260
  nChanged 6
		SP:Iteration 4Q (6122.410000 sec): 3 clusters
  Score: Raw -33844.923068 + Penalty 2756.186719 = -31088.736349
  nChanged 4
		SP:Iteration 5Q (6122.410000 sec): 3 clusters
  Score: Raw -33852.692494 + Penalty 2756.186719 = -31096.505775
  nChanged 1
		SP:Iteration 6Q (6122.410000 sec): 3 clusters
  Score: Raw -33857.638116 + Penalty 2756.186719 = -31101.451397
  nChanged 1
		SP:Iteration 7Q (6122.410000 sec): 3 clusters
  Score: Raw -33861.262424 + Penalty 2756.186719 = -31105.075705
  nChanged 0
		SP:Iteration 8F (6122.410000 sec): 3 clusters
  Score: Raw -33861.262424 + Penalty 2756.186719 = -31105.075705
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13714 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6122.460000 sec): 2 clusters
  Score: Raw -2046937.592083 + Penalty 2362.490777 = -2044575.101306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6122.510000 sec): 3 clusters
  Score: Raw -2039165.030048 + Penalty 4724.981554 = -2034440.048494
  nChanged 5851
		SP:Iteration 1F (6122.560000 sec): 3 clusters
  Score: Raw -2042424.747410 + Penalty 4724.981554 = -2037699.765856
  nChanged 783
		SP:Iteration 2F (6122.610000 sec): 3 clusters
  Score: Raw -2042725.798994 + Penalty 4724.981554 = -2038000.817440
  nChanged 582
		SP:Iteration 3Q (6122.660000 sec): 3 clusters
  Score: Raw -2042935.468689 + Penalty 4724.981554 = -2038210.487135
  nChanged 496
		SP:Iteration 4Q (6122.710000 sec): 3 clusters
  Score: Raw -2043108.314849 + Penalty 4724.981554 = -2038383.333295
  nChanged 446
		SP:Iteration 5Q (6122.760000 sec): 3 clusters
  Score: Raw -2043244.394763 + Penalty 4724.981554 = -2038519.413209
  nChanged 383
		SP:Iteration 6Q (6122.810000 sec): 3 clusters
  Score: Raw -2043380.389673 + Penalty 4724.981554 = -2038655.408119
  nChanged 375
		SP:Iteration 7Q (6122.860000 sec): 3 clusters
  Score: Raw -2043516.994810 + Penalty 4724.981554 = -2038792.013256
  nChanged 392
		SP:Iteration 8Q (6122.910000 sec): 3 clusters
  Score: Raw -2043677.747778 + Penalty 4724.981554 = -2038952.766224
  nChanged 398
		SP:Iteration 9Q (6122.960000 sec): 3 clusters
  Score: Raw -2043844.134427 + Penalty 4724.981554 = -2039119.152873
  nChanged 450
		SP:Iteration 10Q (6123.010000 sec): 3 clusters
  Score: Raw -2044047.835651 + Penalty 4724.981554 = -2039322.854097
  nChanged 509
		SP:Iteration 11Q (6123.050000 sec): 3 clusters
  Score: Raw -2044300.954727 + Penalty 4724.981554 = -2039575.973173
  nChanged 569
		SP:Iteration 12Q (6123.110000 sec): 3 clusters
  Score: Raw -2044638.682609 + Penalty 4724.981554 = -2039913.701055
  nChanged 618
		SP:Iteration 13Q (6123.150000 sec): 3 clusters
  Score: Raw -2045029.819051 + Penalty 4724.981554 = -2040304.837497
  nChanged 591
		SP:Iteration 14Q (6123.200000 sec): 3 clusters
  Score: Raw -2045456.554955 + Penalty 4724.981554 = -2040731.573401
  nChanged 541
		SP:Iteration 15Q (6123.250000 sec): 3 clusters
  Score: Raw -2045833.263711 + Penalty 4724.981554 = -2041108.282157
  nChanged 457
		SP:Iteration 16Q (6123.300000 sec): 3 clusters
  Score: Raw -2046162.538879 + Penalty 4724.981554 = -2041437.557325
  nChanged 373
		SP:Iteration 17Q (6123.340000 sec): 3 clusters
  Score: Raw -2046435.723905 + Penalty 4724.981554 = -2041710.742351
  nChanged 281
		SP:Iteration 18Q (6123.390000 sec): 3 clusters
  Score: Raw -2046652.244528 + Penalty 4724.981554 = -2041927.262974
  nChanged 210
		SP:Iteration 19Q (6123.430000 sec): 3 clusters
  Score: Raw -2046821.292338 + Penalty 4724.981554 = -2042096.310784
  nChanged 148
		SP:Iteration 20F (6123.480000 sec): 3 clusters
  Score: Raw -2046939.849762 + Penalty 4724.981554 = -2042214.868208
  nChanged 104
		SP:Iteration 21Q (6123.520000 sec): 3 clusters
  Score: Raw -2047019.370266 + Penalty 4724.981554 = -2042294.388712
  nChanged 65
		SP:Iteration 22Q (6123.560000 sec): 3 clusters
  Score: Raw -2047071.915318 + Penalty 4724.981554 = -2042346.933764
  nChanged 58
		SP:Iteration 23Q (6123.600000 sec): 3 clusters
  Score: Raw -2047113.278898 + Penalty 4724.981554 = -2042388.297344
  nChanged 33
		SP:Iteration 24Q (6123.630000 sec): 3 clusters
  Score: Raw -2047139.448174 + Penalty 4724.981554 = -2042414.466620
  nChanged 30
		SP:Iteration 25Q (6123.670000 sec): 3 clusters
  Score: Raw -2047167.025315 + Penalty 4724.981554 = -2042442.043761
  nChanged 17
		SP:Iteration 26Q (6123.710000 sec): 3 clusters
  Score: Raw -2047182.827678 + Penalty 4724.981554 = -2042457.846124
  nChanged 23
		SP:Iteration 27Q (6123.750000 sec): 3 clusters
  Score: Raw -2047201.989114 + Penalty 4724.981554 = -2042477.007560
  nChanged 20
		SP:Iteration 28Q (6123.790000 sec): 3 clusters
  Score: Raw -2047220.150546 + Penalty 4724.981554 = -2042495.168992
  nChanged 16
		SP:Iteration 29Q (6123.820000 sec): 3 clusters
  Score: Raw -2047229.632189 + Penalty 4724.981554 = -2042504.650635
  nChanged 13
		SP:Iteration 30Q (6123.860000 sec): 3 clusters
  Score: Raw -2047236.908427 + Penalty 4724.981554 = -2042511.926873
  nChanged 4
		SP:Iteration 31Q (6123.890000 sec): 3 clusters
  Score: Raw -2047239.177171 + Penalty 4724.981554 = -2042514.195617
  nChanged 1
		SP:Iteration 32Q (6123.930000 sec): 3 clusters
  Score: Raw -2047240.579582 + Penalty 4724.981554 = -2042515.598028
  nChanged 4
		SP:Iteration 33Q (6123.970000 sec): 3 clusters
  Score: Raw -2047244.301567 + Penalty 4724.981554 = -2042519.320013
  nChanged 5
		SP:Iteration 34Q (6124.010000 sec): 3 clusters
  Score: Raw -2047249.188246 + Penalty 4724.981554 = -2042524.206692
  nChanged 2
		SP:Iteration 35Q (6124.040000 sec): 3 clusters
  Score: Raw -2047250.860379 + Penalty 4724.981554 = -2042525.878825
  nChanged 3
		SP:Iteration 36Q (6124.080000 sec): 3 clusters
  Score: Raw -2047255.382564 + Penalty 4724.981554 = -2042530.401010
  nChanged 4
		SP:Iteration 37Q (6124.110000 sec): 3 clusters
  Score: Raw -2047258.213771 + Penalty 4724.981554 = -2042533.232217
  nChanged 3
		SP:Iteration 38Q (6124.150000 sec): 3 clusters
  Score: Raw -2047260.260029 + Penalty 4724.981554 = -2042535.278475
  nChanged 6
		SP:Iteration 39Q (6124.190000 sec): 3 clusters
  Score: Raw -2047267.969718 + Penalty 4724.981554 = -2042542.988164
  nChanged 5
		SP:Iteration 40F (6124.240000 sec): 3 clusters
  Score: Raw -2047271.290810 + Penalty 4724.981554 = -2042546.309256
  nChanged 6
		SP:Iteration 41Q (6124.270000 sec): 3 clusters
  Score: Raw -2047274.997764 + Penalty 4724.981554 = -2042550.016210
  nChanged 5
		SP:Iteration 42Q (6124.310000 sec): 3 clusters
  Score: Raw -2047279.466421 + Penalty 4724.981554 = -2042554.484867
  nChanged 2
		SP:Iteration 43Q (6124.350000 sec): 3 clusters
  Score: Raw -2047280.613829 + Penalty 4724.981554 = -2042555.632275
  nChanged 0
		SP:Iteration 44F (6124.390000 sec): 3 clusters
  Score: Raw -2047280.613829 + Penalty 4724.981554 = -2042555.632275
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69755 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6124.630000 sec): 2 clusters
  Score: Raw -10200814.141916 + Penalty 2765.880607 = -10198048.261310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6124.890000 sec): 3 clusters
  Score: Raw -10156667.496323 + Penalty 5531.761213 = -10151135.735109
  nChanged 32657
		SP:Iteration 1F (6125.150000 sec): 3 clusters
  Score: Raw -10174980.251754 + Penalty 5531.761213 = -10169448.490541
  nChanged 2432
		SP:Iteration 2Q (6125.410000 sec): 3 clusters
  Score: Raw -10175554.279123 + Penalty 5531.761213 = -10170022.517910
  nChanged 2234
		SP:Iteration 3Q (6125.670000 sec): 3 clusters
  Score: Raw -10176108.928343 + Penalty 5531.761213 = -10170577.167130
  nChanged 2299
		SP:Iteration 4Q (6125.930000 sec): 3 clusters
  Score: Raw -10176762.725549 + Penalty 5531.761213 = -10171230.964335
  nChanged 2347
		SP:Iteration 5Q (6126.200000 sec): 3 clusters
  Score: Raw -10177524.427397 + Penalty 5531.761213 = -10171992.666183
  nChanged 2600
		SP:Iteration 6Q (6126.470000 sec): 3 clusters
  Score: Raw -10178528.712823 + Penalty 5531.761213 = -10172996.951610
  nChanged 2866
		SP:Iteration 7Q (6126.730000 sec): 3 clusters
  Score: Raw -10179746.702495 + Penalty 5531.761213 = -10174214.941282
  nChanged 3039
		SP:Iteration 8Q (6126.990000 sec): 3 clusters
  Score: Raw -10181198.831075 + Penalty 5531.761213 = -10175667.069862
  nChanged 3238
		SP:Iteration 9Q (6127.250000 sec): 3 clusters
  Score: Raw -10182982.145507 + Penalty 5531.761213 = -10177450.384294
  nChanged 3408
		SP:Iteration 10Q (6127.510000 sec): 3 clusters
  Score: Raw -10184917.408504 + Penalty 5531.761213 = -10179385.647291
  nChanged 3410
		SP:Iteration 11Q (6127.770000 sec): 3 clusters
  Score: Raw -10187033.868553 + Penalty 5531.761213 = -10181502.107340
  nChanged 3508
		SP:Iteration 12F (6128.030000 sec): 3 clusters
  Score: Raw -10189270.833715 + Penalty 5531.761213 = -10183739.072502
  nChanged 3584
		SP:Iteration 13F (6128.300000 sec): 3 clusters
  Score: Raw -10191645.392119 + Penalty 5531.761213 = -10186113.630906
  nChanged 3510
		SP:Iteration 14F (6128.560000 sec): 3 clusters
  Score: Raw -10194020.793652 + Penalty 5531.761213 = -10188489.032438
  nChanged 3222
		SP:Iteration 15Q (6128.800000 sec): 3 clusters
  Score: Raw -10196150.403202 + Penalty 5531.761213 = -10190618.641988
  nChanged 2517
		SP:Iteration 16Q (6129.020000 sec): 3 clusters
  Score: Raw -10197726.945627 + Penalty 5531.761213 = -10192195.184413
  nChanged 1882
		SP:Iteration 17Q (6129.240000 sec): 3 clusters
  Score: Raw -10198874.492013 + Penalty 5531.761213 = -10193342.730799
  nChanged 1328
		SP:Iteration 18Q (6129.450000 sec): 3 clusters
  Score: Raw -10199624.290725 + Penalty 5531.761213 = -10194092.529512
  nChanged 882
		SP:Iteration 19Q (6129.650000 sec): 3 clusters
  Score: Raw -10200132.679013 + Penalty 5531.761213 = -10194600.917800
  nChanged 600
		SP:Iteration 20F (6129.910000 sec): 3 clusters
  Score: Raw -10200485.920839 + Penalty 5531.761213 = -10194954.159626
  nChanged 396
		SP:Iteration 21Q (6130.110000 sec): 3 clusters
  Score: Raw -10200715.634528 + Penalty 5531.761213 = -10195183.873315
  nChanged 275
		SP:Iteration 22Q (6130.300000 sec): 3 clusters
  Score: Raw -10200875.314233 + Penalty 5531.761213 = -10195343.553020
  nChanged 177
		SP:Iteration 23Q (6130.490000 sec): 3 clusters
  Score: Raw -10200976.427606 + Penalty 5531.761213 = -10195444.666392
  nChanged 138
		SP:Iteration 24Q (6130.680000 sec): 3 clusters
  Score: Raw -10201058.056170 + Penalty 5531.761213 = -10195526.294957
  nChanged 101
		SP:Iteration 25Q (6130.860000 sec): 3 clusters
  Score: Raw -10201114.642369 + Penalty 5531.761213 = -10195582.881155
  nChanged 87
		SP:Iteration 26Q (6131.040000 sec): 3 clusters
  Score: Raw -10201159.822561 + Penalty 5531.761213 = -10195628.061348
  nChanged 62
		SP:Iteration 27Q (6131.230000 sec): 3 clusters
  Score: Raw -10201194.820259 + Penalty 5531.761213 = -10195663.059045
  nChanged 43
		SP:Iteration 28Q (6131.410000 sec): 3 clusters
  Score: Raw -10201216.356367 + Penalty 5531.761213 = -10195684.595153
  nChanged 28
		SP:Iteration 29Q (6131.590000 sec): 3 clusters
  Score: Raw -10201231.408449 + Penalty 5531.761213 = -10195699.647236
  nChanged 25
		SP:Iteration 30Q (6131.770000 sec): 3 clusters
  Score: Raw -10201244.072134 + Penalty 5531.761213 = -10195712.310921
  nChanged 18
		SP:Iteration 31Q (6131.950000 sec): 3 clusters
  Score: Raw -10201253.103383 + Penalty 5531.761213 = -10195721.342170
  nChanged 18
		SP:Iteration 32Q (6132.130000 sec): 3 clusters
  Score: Raw -10201261.687663 + Penalty 5531.761213 = -10195729.926449
  nChanged 16
		SP:Iteration 33Q (6132.310000 sec): 3 clusters
  Score: Raw -10201269.934299 + Penalty 5531.761213 = -10195738.173086
  nChanged 12
		SP:Iteration 34Q (6132.500000 sec): 3 clusters
  Score: Raw -10201276.721122 + Penalty 5531.761213 = -10195744.959909
  nChanged 10
		SP:Iteration 35Q (6132.680000 sec): 3 clusters
  Score: Raw -10201281.244970 + Penalty 5531.761213 = -10195749.483757
  nChanged 7
		SP:Iteration 36Q (6132.860000 sec): 3 clusters
  Score: Raw -10201284.049799 + Penalty 5531.761213 = -10195752.288585
  nChanged 3
		SP:Iteration 37Q (6133.040000 sec): 3 clusters
  Score: Raw -10201286.433945 + Penalty 5531.761213 = -10195754.672732
  nChanged 1
		SP:Iteration 38Q (6133.220000 sec): 3 clusters
  Score: Raw -10201286.965287 + Penalty 5531.761213 = -10195755.204073
  nChanged 2
		SP:Iteration 39Q (6133.400000 sec): 3 clusters
  Score: Raw -10201287.746057 + Penalty 5531.761213 = -10195755.984843
  nChanged 3
		SP:Iteration 40F (6133.650000 sec): 3 clusters
  Score: Raw -10201289.054897 + Penalty 5531.761213 = -10195757.293684
  nChanged 2
		SP:Iteration 41Q (6133.830000 sec): 3 clusters
  Score: Raw -10201289.857367 + Penalty 5531.761213 = -10195758.096153
  nChanged 5
		SP:Iteration 42Q (6134.010000 sec): 3 clusters
  Score: Raw -10201293.006110 + Penalty 5531.761213 = -10195761.244897
  nChanged 7
		SP:Iteration 43Q (6134.200000 sec): 3 clusters
  Score: Raw -10201296.951698 + Penalty 5531.761213 = -10195765.190485
  nChanged 5
		SP:Iteration 44Q (6134.380000 sec): 3 clusters
  Score: Raw -10201299.730139 + Penalty 5531.761213 = -10195767.968925
  nChanged 9
		SP:Iteration 45Q (6134.560000 sec): 3 clusters
  Score: Raw -10201304.691067 + Penalty 5531.761213 = -10195772.929854
  nChanged 9
		SP:Iteration 46Q (6134.740000 sec): 3 clusters
  Score: Raw -10201309.060595 + Penalty 5531.761213 = -10195777.299381
  nChanged 1
		SP:Iteration 47Q (6134.920000 sec): 3 clusters
  Score: Raw -10201309.403539 + Penalty 5531.761213 = -10195777.642326
  nChanged 4
		SP:Iteration 48Q (6135.100000 sec): 3 clusters
  Score: Raw -10201311.262325 + Penalty 5531.761213 = -10195779.501112
  nChanged 2
		SP:Iteration 49Q (6135.280000 sec): 3 clusters
  Score: Raw -10201312.555419 + Penalty 5531.761213 = -10195780.794206
  nChanged 1
		SP:Iteration 50Q (6135.460000 sec): 3 clusters
  Score: Raw -10201313.251567 + Penalty 5531.761213 = -10195781.490354
  nChanged 1
		SP:Iteration 51Q (6135.640000 sec): 3 clusters
  Score: Raw -10201313.608756 + Penalty 5531.761213 = -10195781.847542
  nChanged 0
		SP:Iteration 52F (6135.900000 sec): 3 clusters
  Score: Raw -10201313.608756 + Penalty 5531.761213 = -10195781.847542
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6135.940000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6135.950000 sec): 3 clusters
  Score: Raw -385239.402460 + Penalty 3923.652944 = -381315.749517
  nChanged 919
		SP:Iteration 1F (6135.960000 sec): 3 clusters
  Score: Raw -385827.468568 + Penalty 3923.652944 = -381903.815624
  nChanged 215
		SP:Iteration 2F (6135.970000 sec): 3 clusters
  Score: Raw -385988.943601 + Penalty 3923.652944 = -382065.290657
  nChanged 119
		SP:Iteration 3Q (6135.980000 sec): 3 clusters
  Score: Raw -386063.493424 + Penalty 3923.652944 = -382139.840481
  nChanged 71
		SP:Iteration 4Q (6135.990000 sec): 3 clusters
  Score: Raw -386104.270055 + Penalty 3923.652944 = -382180.617111
  nChanged 46
		SP:Iteration 5Q (6136.000000 sec): 3 clusters
  Score: Raw -386131.179312 + Penalty 3923.652944 = -382207.526369
  nChanged 37
		SP:Iteration 6Q (6136.010000 sec): 3 clusters
  Score: Raw -386152.832406 + Penalty 3923.652944 = -382229.179462
  nChanged 38
		SP:Iteration 7Q (6136.020000 sec): 3 clusters
  Score: Raw -386174.882372 + Penalty 3923.652944 = -382251.229428
  nChanged 26
		SP:Iteration 8Q (6136.030000 sec): 3 clusters
  Score: Raw -386186.255580 + Penalty 3923.652944 = -382262.602636
  nChanged 19
		SP:Iteration 9Q (6136.030000 sec): 3 clusters
  Score: Raw -386193.877937 + Penalty 3923.652944 = -382270.224994
  nChanged 7
		SP:Iteration 10Q (6136.050000 sec): 3 clusters
  Score: Raw -386197.339175 + Penalty 3923.652944 = -382273.686232
  nChanged 10
		SP:Iteration 11Q (6136.050000 sec): 3 clusters
  Score: Raw -386200.542710 + Penalty 3923.652944 = -382276.889767
  nChanged 6
		SP:Iteration 12Q (6136.070000 sec): 3 clusters
  Score: Raw -386203.278197 + Penalty 3923.652944 = -382279.625254
  nChanged 5
		SP:Iteration 13Q (6136.070000 sec): 3 clusters
  Score: Raw -386205.280653 + Penalty 3923.652944 = -382281.627709
  nChanged 4
		SP:Iteration 14Q (6136.090000 sec): 3 clusters
  Score: Raw -386206.760268 + Penalty 3923.652944 = -382283.107325
  nChanged 3
		SP:Iteration 15Q (6136.090000 sec): 3 clusters
  Score: Raw -386207.830851 + Penalty 3923.652944 = -382284.177907
  nChanged 2
		SP:Iteration 16Q (6136.110000 sec): 3 clusters
  Score: Raw -386208.625285 + Penalty 3923.652944 = -382284.972342
  nChanged 1
		SP:Iteration 17Q (6136.110000 sec): 3 clusters
  Score: Raw -386210.998212 + Penalty 3923.652944 = -382287.345269
  nChanged 3
		SP:Iteration 18Q (6136.130000 sec): 3 clusters
  Score: Raw -386212.060766 + Penalty 3923.652944 = -382288.407823
  nChanged 2
		SP:Iteration 19Q (6136.130000 sec): 3 clusters
  Score: Raw -386213.141562 + Penalty 3923.652944 = -382289.488618
  nChanged 2
		SP:Iteration 20F (6136.140000 sec): 3 clusters
  Score: Raw -386214.656488 + Penalty 3923.652944 = -382291.003545
  nChanged 5
		SP:Iteration 21Q (6136.150000 sec): 3 clusters
  Score: Raw -386217.394646 + Penalty 3923.652944 = -382293.741703
  nChanged 5
		SP:Iteration 22Q (6136.160000 sec): 3 clusters
  Score: Raw -386219.904182 + Penalty 3923.652944 = -382296.251239
  nChanged 2
		SP:Iteration 23Q (6136.170000 sec): 3 clusters
  Score: Raw -386220.473563 + Penalty 3923.652944 = -382296.820619
  nChanged 1
		SP:Iteration 24Q (6136.180000 sec): 3 clusters
  Score: Raw -386221.008880 + Penalty 3923.652944 = -382297.355936
  nChanged 2
		SP:Iteration 25Q (6136.190000 sec): 3 clusters
  Score: Raw -386222.566151 + Penalty 3923.652944 = -382298.913208
  nChanged 5
		SP:Iteration 26Q (6136.200000 sec): 3 clusters
  Score: Raw -386224.354829 + Penalty 3923.652944 = -382300.701886
  nChanged 1
		SP:Iteration 27Q (6136.210000 sec): 3 clusters
  Score: Raw -386224.717558 + Penalty 3923.652944 = -382301.064614
  nChanged 0
		SP:Iteration 28F (6136.220000 sec): 3 clusters
  Score: Raw -386224.717558 + Penalty 3923.652944 = -382301.064614
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6136.230000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6136.230000 sec): 3 clusters
  Score: Raw -168865.452315 + Penalty 3494.272938 = -165371.179377
  nChanged 287
		SP:Iteration 1F (6136.240000 sec): 3 clusters
  Score: Raw -169157.405127 + Penalty 3494.272938 = -165663.132189
  nChanged 74
		SP:Iteration 2F (6136.240000 sec): 3 clusters
  Score: Raw -169248.439328 + Penalty 3494.272938 = -165754.166390
  nChanged 42
		SP:Iteration 3Q (6136.250000 sec): 3 clusters
  Score: Raw -169306.428432 + Penalty 3494.272938 = -165812.155494
  nChanged 23
		SP:Iteration 4Q (6136.250000 sec): 3 clusters
  Score: Raw -169334.743646 + Penalty 3494.272938 = -165840.470708
  nChanged 11
		SP:Iteration 5Q (6136.250000 sec): 3 clusters
  Score: Raw -169346.790772 + Penalty 3494.272938 = -165852.517834
  nChanged 9
		SP:Iteration 6Q (6136.260000 sec): 3 clusters
  Score: Raw -169354.921827 + Penalty 3494.272938 = -165860.648889
  nChanged 3
		SP:Iteration 7Q (6136.260000 sec): 3 clusters
  Score: Raw -169357.793908 + Penalty 3494.272938 = -165863.520970
  nChanged 3
		SP:Iteration 8Q (6136.270000 sec): 3 clusters
  Score: Raw -169360.076210 + Penalty 3494.272938 = -165865.803271
  nChanged 1
		SP:Iteration 9Q (6136.270000 sec): 3 clusters
  Score: Raw -169360.460339 + Penalty 3494.272938 = -165866.187401
  nChanged 1
		SP:Iteration 10Q (6136.270000 sec): 3 clusters
  Score: Raw -169361.298594 + Penalty 3494.272938 = -165867.025655
  nChanged 2
		SP:Iteration 11Q (6136.280000 sec): 3 clusters
  Score: Raw -169361.999954 + Penalty 3494.272938 = -165867.727016
  nChanged 0
		SP:Iteration 12F (6136.280000 sec): 3 clusters
  Score: Raw -169361.999954 + Penalty 3494.272938 = -165867.727016
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6136.290000 sec): 2 clusters
  Score: Raw -256828.957112 + Penalty 1864.479917 = -254964.477195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6136.300000 sec): 3 clusters
  Score: Raw -256212.341505 + Penalty 3728.959834 = -252483.381671
  nChanged 598
		SP:Iteration 1F (6136.300000 sec): 3 clusters
  Score: Raw -256714.928652 + Penalty 3728.959834 = -252985.968818
  nChanged 124
		SP:Iteration 2F (6136.310000 sec): 3 clusters
  Score: Raw -256851.932478 + Penalty 3728.959834 = -253122.972644
  nChanged 76
		SP:Iteration 3Q (6136.320000 sec): 3 clusters
  Score: Raw -256928.691268 + Penalty 3728.959834 = -253199.731434
  nChanged 40
		SP:Iteration 4Q (6136.320000 sec): 3 clusters
  Score: Raw -256963.335461 + Penalty 3728.959834 = -253234.375628
  nChanged 32
		SP:Iteration 5Q (6136.330000 sec): 3 clusters
  Score: Raw -256987.874023 + Penalty 3728.959834 = -253258.914189
  nChanged 27
		SP:Iteration 6Q (6136.340000 sec): 3 clusters
  Score: Raw -257010.661283 + Penalty 3728.959834 = -253281.701449
  nChanged 21
		SP:Iteration 7Q (6136.340000 sec): 3 clusters
  Score: Raw -257082.466341 + Penalty 3728.959834 = -253353.506507
  nChanged 30
		SP:Iteration 8Q (6136.350000 sec): 3 clusters
  Score: Raw -257199.445533 + Penalty 3728.959834 = -253470.485699
  nChanged 49
		SP:Iteration 9Q (6136.350000 sec): 3 clusters
  Score: Raw -257287.904679 + Penalty 3728.959834 = -253558.944845
  nChanged 48
		SP:Iteration 10Q (6136.360000 sec): 3 clusters
  Score: Raw -257335.741138 + Penalty 3728.959834 = -253606.781305
  nChanged 38
		SP:Iteration 11Q (6136.370000 sec): 3 clusters
  Score: Raw -257373.701017 + Penalty 3728.959834 = -253644.741183
  nChanged 43
		SP:Iteration 12Q (6136.370000 sec): 3 clusters
  Score: Raw -257413.400980 + Penalty 3728.959834 = -253684.441146
  nChanged 40
		SP:Iteration 13Q (6136.380000 sec): 3 clusters
  Score: Raw -257443.259508 + Penalty 3728.959834 = -253714.299674
  nChanged 43
		SP:Iteration 14Q (6136.390000 sec): 3 clusters
  Score: Raw -257482.269726 + Penalty 3728.959834 = -253753.309892
  nChanged 36
		SP:Iteration 15Q (6136.390000 sec): 3 clusters
  Score: Raw -257510.990815 + Penalty 3728.959834 = -253782.030981
  nChanged 33
		SP:Iteration 16Q (6136.400000 sec): 3 clusters
  Score: Raw -257535.472897 + Penalty 3728.959834 = -253806.513063
  nChanged 27
		SP:Iteration 17Q (6136.400000 sec): 3 clusters
  Score: Raw -257558.750792 + Penalty 3728.959834 = -253829.790958
  nChanged 25
		SP:Iteration 18Q (6136.410000 sec): 3 clusters
  Score: Raw -257578.069450 + Penalty 3728.959834 = -253849.109616
  nChanged 21
		SP:Iteration 19Q (6136.420000 sec): 3 clusters
  Score: Raw -257594.455750 + Penalty 3728.959834 = -253865.495916
  nChanged 23
		SP:Iteration 20F (6136.420000 sec): 3 clusters
  Score: Raw -257612.627534 + Penalty 3728.959834 = -253883.667701
  nChanged 21
		SP:Iteration 21Q (6136.430000 sec): 3 clusters
  Score: Raw -257630.875050 + Penalty 3728.959834 = -253901.915216
  nChanged 22
		SP:Iteration 22Q (6136.430000 sec): 3 clusters
  Score: Raw -257647.799288 + Penalty 3728.959834 = -253918.839454
  nChanged 18
		SP:Iteration 23Q (6136.440000 sec): 3 clusters
  Score: Raw -257665.011057 + Penalty 3728.959834 = -253936.051223
  nChanged 18
		SP:Iteration 24Q (6136.450000 sec): 3 clusters
  Score: Raw -257684.030372 + Penalty 3728.959834 = -253955.070538
  nChanged 23
		SP:Iteration 25Q (6136.450000 sec): 3 clusters
  Score: Raw -257709.531332 + Penalty 3728.959834 = -253980.571498
  nChanged 23
		SP:Iteration 26Q (6136.460000 sec): 3 clusters
  Score: Raw -257729.153338 + Penalty 3728.959834 = -254000.193505
  nChanged 21
		SP:Iteration 27Q (6136.470000 sec): 3 clusters
  Score: Raw -257752.583553 + Penalty 3728.959834 = -254023.623720
  nChanged 15
		SP:Iteration 28Q (6136.470000 sec): 3 clusters
  Score: Raw -257766.203748 + Penalty 3728.959834 = -254037.243915
  nChanged 9
		SP:Iteration 29Q (6136.480000 sec): 3 clusters
  Score: Raw -257775.170359 + Penalty 3728.959834 = -254046.210526
  nChanged 10
		SP:Iteration 30Q (6136.490000 sec): 3 clusters
  Score: Raw -257784.169691 + Penalty 3728.959834 = -254055.209857
  nChanged 2
		SP:Iteration 31Q (6136.490000 sec): 3 clusters
  Score: Raw -257785.480151 + Penalty 3728.959834 = -254056.520317
  nChanged 4
		SP:Iteration 32Q (6136.500000 sec): 3 clusters
  Score: Raw -257788.764744 + Penalty 3728.959834 = -254059.804910
  nChanged 4
		SP:Iteration 33Q (6136.510000 sec): 3 clusters
  Score: Raw -257792.193787 + Penalty 3728.959834 = -254063.233953
  nChanged 5
		SP:Iteration 34Q (6136.510000 sec): 3 clusters
  Score: Raw -257795.084727 + Penalty 3728.959834 = -254066.124893
  nChanged 3
		SP:Iteration 35Q (6136.520000 sec): 3 clusters
  Score: Raw -257796.543557 + Penalty 3728.959834 = -254067.583724
  nChanged 1
		SP:Iteration 36Q (6136.530000 sec): 3 clusters
  Score: Raw -257796.771120 + Penalty 3728.959834 = -254067.811286
  nChanged 1
		SP:Iteration 37Q (6136.540000 sec): 3 clusters
  Score: Raw -257797.088002 + Penalty 3728.959834 = -254068.128169
  nChanged 0
		SP:Iteration 38F (6136.540000 sec): 3 clusters
  Score: Raw -257797.088002 + Penalty 3728.959834 = -254068.128169
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10982 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6136.580000 sec): 2 clusters
  Score: Raw -1678114.868052 + Penalty 2307.395186 = -1675807.472866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6136.620000 sec): 3 clusters
  Score: Raw -1672086.046735 + Penalty 4614.790373 = -1667471.256363
  nChanged 4584
		SP:Iteration 1F (6136.660000 sec): 3 clusters
  Score: Raw -1674592.894299 + Penalty 4614.790373 = -1669978.103926
  nChanged 695
		SP:Iteration 2F (6136.700000 sec): 3 clusters
  Score: Raw -1674908.148884 + Penalty 4614.790373 = -1670293.358512
  nChanged 535
		SP:Iteration 3Q (6136.740000 sec): 3 clusters
  Score: Raw -1675153.689302 + Penalty 4614.790373 = -1670538.898929
  nChanged 513
		SP:Iteration 4Q (6136.780000 sec): 3 clusters
  Score: Raw -1675395.827561 + Penalty 4614.790373 = -1670781.037188
  nChanged 516
		SP:Iteration 5Q (6136.820000 sec): 3 clusters
  Score: Raw -1675696.875898 + Penalty 4614.790373 = -1671082.085525
  nChanged 555
		SP:Iteration 6F (6136.860000 sec): 3 clusters
  Score: Raw -1676081.184498 + Penalty 4614.790373 = -1671466.394126
  nChanged 610
		SP:Iteration 7F (6136.900000 sec): 3 clusters
  Score: Raw -1676549.649155 + Penalty 4614.790373 = -1671934.858783
  nChanged 574
		SP:Iteration 8F (6136.940000 sec): 3 clusters
  Score: Raw -1677051.846901 + Penalty 4614.790373 = -1672437.056528
  nChanged 486
		SP:Iteration 9Q (6136.980000 sec): 3 clusters
  Score: Raw -1677479.239122 + Penalty 4614.790373 = -1672864.448749
  nChanged 342
		SP:Iteration 10Q (6137.010000 sec): 3 clusters
  Score: Raw -1677809.633055 + Penalty 4614.790373 = -1673194.842683
  nChanged 237
		SP:Iteration 11Q (6137.050000 sec): 3 clusters
  Score: Raw -1678030.355360 + Penalty 4614.790373 = -1673415.564988
  nChanged 132
		SP:Iteration 12Q (6137.080000 sec): 3 clusters
  Score: Raw -1678176.644898 + Penalty 4614.790373 = -1673561.854525
  nChanged 66
		SP:Iteration 13Q (6137.110000 sec): 3 clusters
  Score: Raw -1678252.125997 + Penalty 4614.790373 = -1673637.335624
  nChanged 44
		SP:Iteration 14Q (6137.140000 sec): 3 clusters
  Score: Raw -1678306.196410 + Penalty 4614.790373 = -1673691.406038
  nChanged 31
		SP:Iteration 15Q (6137.180000 sec): 3 clusters
  Score: Raw -1678342.531258 + Penalty 4614.790373 = -1673727.740886
  nChanged 15
		SP:Iteration 16Q (6137.200000 sec): 3 clusters
  Score: Raw -1678360.184773 + Penalty 4614.790373 = -1673745.394400
  nChanged 10
		SP:Iteration 17Q (6137.240000 sec): 3 clusters
  Score: Raw -1678370.077419 + Penalty 4614.790373 = -1673755.287047
  nChanged 2
		SP:Iteration 18Q (6137.260000 sec): 3 clusters
  Score: Raw -1678372.624046 + Penalty 4614.790373 = -1673757.833674
  nChanged 2
		SP:Iteration 19Q (6137.290000 sec): 3 clusters
  Score: Raw -1678375.376437 + Penalty 4614.790373 = -1673760.586065
  nChanged 4
		SP:Iteration 20F (6137.330000 sec): 3 clusters
  Score: Raw -1678381.694102 + Penalty 4614.790373 = -1673766.903730
  nChanged 1
		SP:Iteration 21Q (6137.360000 sec): 3 clusters
  Score: Raw -1678383.828456 + Penalty 4614.790373 = -1673769.038083
  nChanged 3
		SP:Iteration 22Q (6137.390000 sec): 3 clusters
  Score: Raw -1678386.640938 + Penalty 4614.790373 = -1673771.850565
  nChanged 2
		SP:Iteration 23Q (6137.420000 sec): 3 clusters
  Score: Raw -1678389.390267 + Penalty 4614.790373 = -1673774.599894
  nChanged 2
		SP:Iteration 24Q (6137.450000 sec): 3 clusters
  Score: Raw -1678391.896658 + Penalty 4614.790373 = -1673777.106285
  nChanged 0
		SP:Iteration 25F (6137.490000 sec): 3 clusters
  Score: Raw -1678391.896658 + Penalty 4614.790373 = -1673777.106285
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6137.540000 sec): 2 clusters
  Score: Raw -1982916.566725 + Penalty 2369.286700 = -1980547.280025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6137.580000 sec): 3 clusters
  Score: Raw -1975039.099029 + Penalty 4738.573400 = -1970300.525629
  nChanged 5933
		SP:Iteration 1F (6137.640000 sec): 3 clusters
  Score: Raw -1978238.729919 + Penalty 4738.573400 = -1973500.156519
  nChanged 911
		SP:Iteration 2F (6137.690000 sec): 3 clusters
  Score: Raw -1978648.720993 + Penalty 4738.573400 = -1973910.147593
  nChanged 723
		SP:Iteration 3F (6137.740000 sec): 3 clusters
  Score: Raw -1978955.629837 + Penalty 4738.573400 = -1974217.056437
  nChanged 664
		SP:Iteration 4Q (6137.790000 sec): 3 clusters
  Score: Raw -1979264.268856 + Penalty 4738.573400 = -1974525.695456
  nChanged 603
		SP:Iteration 5Q (6137.840000 sec): 3 clusters
  Score: Raw -1979540.617900 + Penalty 4738.573400 = -1974802.044500
  nChanged 574
		SP:Iteration 6Q (6137.890000 sec): 3 clusters
  Score: Raw -1979823.698970 + Penalty 4738.573400 = -1975085.125569
  nChanged 563
		SP:Iteration 7Q (6137.940000 sec): 3 clusters
  Score: Raw -1980115.043247 + Penalty 4738.573400 = -1975376.469846
  nChanged 514
		SP:Iteration 8Q (6137.990000 sec): 3 clusters
  Score: Raw -1980398.771537 + Penalty 4738.573400 = -1975660.198137
  nChanged 520
		SP:Iteration 9Q (6138.040000 sec): 3 clusters
  Score: Raw -1980739.745567 + Penalty 4738.573400 = -1976001.172167
  nChanged 597
		SP:Iteration 10Q (6138.100000 sec): 3 clusters
  Score: Raw -1981167.506283 + Penalty 4738.573400 = -1976428.932883
  nChanged 593
		SP:Iteration 11Q (6138.140000 sec): 3 clusters
  Score: Raw -1981603.620916 + Penalty 4738.573400 = -1976865.047516
  nChanged 552
		SP:Iteration 12Q (6138.190000 sec): 3 clusters
  Score: Raw -1981987.198239 + Penalty 4738.573400 = -1977248.624839
  nChanged 450
		SP:Iteration 13Q (6138.240000 sec): 3 clusters
  Score: Raw -1982277.034435 + Penalty 4738.573400 = -1977538.461035
  nChanged 374
		SP:Iteration 14Q (6138.290000 sec): 3 clusters
  Score: Raw -1982499.147974 + Penalty 4738.573400 = -1977760.574573
  nChanged 297
		SP:Iteration 15Q (6138.340000 sec): 3 clusters
  Score: Raw -1982669.533995 + Penalty 4738.573400 = -1977930.960595
  nChanged 266
		SP:Iteration 16Q (6138.380000 sec): 3 clusters
  Score: Raw -1982827.160134 + Penalty 4738.573400 = -1978088.586734
  nChanged 251
		SP:Iteration 17Q (6138.430000 sec): 3 clusters
  Score: Raw -1983002.017936 + Penalty 4738.573400 = -1978263.444535
  nChanged 256
		SP:Iteration 18Q (6138.470000 sec): 3 clusters
  Score: Raw -1983183.513373 + Penalty 4738.573400 = -1978444.939973
  nChanged 223
		SP:Iteration 19Q (6138.520000 sec): 3 clusters
  Score: Raw -1983349.579169 + Penalty 4738.573400 = -1978611.005769
  nChanged 198
		SP:Iteration 20F (6138.570000 sec): 3 clusters
  Score: Raw -1983517.321389 + Penalty 4738.573400 = -1978778.747989
  nChanged 202
		SP:Iteration 21Q (6138.610000 sec): 3 clusters
  Score: Raw -1983670.998889 + Penalty 4738.573400 = -1978932.425489
  nChanged 165
		SP:Iteration 22Q (6138.660000 sec): 3 clusters
  Score: Raw -1983780.784426 + Penalty 4738.573400 = -1979042.211026
  nChanged 116
		SP:Iteration 23Q (6138.700000 sec): 3 clusters
  Score: Raw -1983837.410838 + Penalty 4738.573400 = -1979098.837438
  nChanged 93
		SP:Iteration 24Q (6138.740000 sec): 3 clusters
  Score: Raw -1983873.438518 + Penalty 4738.573400 = -1979134.865118
  nChanged 67
		SP:Iteration 25Q (6138.780000 sec): 3 clusters
  Score: Raw -1983899.140626 + Penalty 4738.573400 = -1979160.567226
  nChanged 57
		SP:Iteration 26Q (6138.820000 sec): 3 clusters
  Score: Raw -1983918.637029 + Penalty 4738.573400 = -1979180.063629
  nChanged 38
		SP:Iteration 27Q (6138.860000 sec): 3 clusters
  Score: Raw -1983930.275925 + Penalty 4738.573400 = -1979191.702525
  nChanged 30
		SP:Iteration 28Q (6138.900000 sec): 3 clusters
  Score: Raw -1983936.761488 + Penalty 4738.573400 = -1979198.188087
  nChanged 16
		SP:Iteration 29Q (6138.940000 sec): 3 clusters
  Score: Raw -1983940.803403 + Penalty 4738.573400 = -1979202.230003
  nChanged 15
		SP:Iteration 30Q (6138.980000 sec): 3 clusters
  Score: Raw -1983944.247757 + Penalty 4738.573400 = -1979205.674356
  nChanged 6
		SP:Iteration 31Q (6139.020000 sec): 3 clusters
  Score: Raw -1983946.040266 + Penalty 4738.573400 = -1979207.466866
  nChanged 9
		SP:Iteration 32Q (6139.060000 sec): 3 clusters
  Score: Raw -1983948.583558 + Penalty 4738.573400 = -1979210.010158
  nChanged 7
		SP:Iteration 33Q (6139.100000 sec): 3 clusters
  Score: Raw -1983950.461117 + Penalty 4738.573400 = -1979211.887717
  nChanged 7
		SP:Iteration 34Q (6139.140000 sec): 3 clusters
  Score: Raw -1983952.216218 + Penalty 4738.573400 = -1979213.642818
  nChanged 7
		SP:Iteration 35Q (6139.180000 sec): 3 clusters
  Score: Raw -1983954.038474 + Penalty 4738.573400 = -1979215.465074
  nChanged 11
		SP:Iteration 36Q (6139.220000 sec): 3 clusters
  Score: Raw -1983957.037973 + Penalty 4738.573400 = -1979218.464573
  nChanged 4
		SP:Iteration 37Q (6139.260000 sec): 3 clusters
  Score: Raw -1983958.122558 + Penalty 4738.573400 = -1979219.549158
  nChanged 3
		SP:Iteration 38Q (6139.300000 sec): 3 clusters
  Score: Raw -1983958.904125 + Penalty 4738.573400 = -1979220.330725
  nChanged 4
		SP:Iteration 39Q (6139.350000 sec): 3 clusters
  Score: Raw -1983960.281902 + Penalty 4738.573400 = -1979221.708502
  nChanged 4
		SP:Iteration 40F (6139.400000 sec): 3 clusters
  Score: Raw -1983961.094111 + Penalty 4738.573400 = -1979222.520711
  nChanged 1
		SP:Iteration 41Q (6139.440000 sec): 3 clusters
  Score: Raw -1983961.310739 + Penalty 4738.573400 = -1979222.737339
  nChanged 1
		SP:Iteration 42Q (6139.480000 sec): 3 clusters
  Score: Raw -1983961.425907 + Penalty 4738.573400 = -1979222.852507
  nChanged 0
		SP:Iteration 43F (6139.530000 sec): 3 clusters
  Score: Raw -1983961.425907 + Penalty 4738.573400 = -1979222.852507
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6139.540000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6139.540000 sec): 3 clusters
  Score: Raw -73228.295170 + Penalty 3074.445443 = -70153.849726
  nChanged 77
		SP:Iteration 1F (6139.540000 sec): 3 clusters
  Score: Raw -73396.906994 + Penalty 3074.445443 = -70322.461551
  nChanged 23
		SP:Iteration 2Q (6139.540000 sec): 3 clusters
  Score: Raw -73450.240012 + Penalty 3074.445443 = -70375.794568
  nChanged 7
		SP:Iteration 3Q (6139.540000 sec): 3 clusters
  Score: Raw -73467.843453 + Penalty 3074.445443 = -70393.398010
  nChanged 0
		SP:Iteration 4F (6139.550000 sec): 3 clusters
  Score: Raw -73467.843453 + Penalty 3074.445443 = -70393.398010
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6139.560000 sec): 2 clusters
  Score: Raw -311489.106091 + Penalty 1906.964035 = -309582.142056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6139.560000 sec): 3 clusters
  Score: Raw -310632.275392 + Penalty 3813.928069 = -306818.347322
  nChanged 698
		SP:Iteration 1F (6139.570000 sec): 3 clusters
  Score: Raw -311149.262769 + Penalty 3813.928069 = -307335.334700
  nChanged 172
		SP:Iteration 2F (6139.580000 sec): 3 clusters
  Score: Raw -311293.977171 + Penalty 3813.928069 = -307480.049102
  nChanged 100
		SP:Iteration 3Q (6139.590000 sec): 3 clusters
  Score: Raw -311369.308850 + Penalty 3813.928069 = -307555.380781
  nChanged 54
		SP:Iteration 4Q (6139.600000 sec): 3 clusters
  Score: Raw -311420.954933 + Penalty 3813.928069 = -307607.026864
  nChanged 45
		SP:Iteration 5Q (6139.600000 sec): 3 clusters
  Score: Raw -311458.205838 + Penalty 3813.928069 = -307644.277769
  nChanged 51
		SP:Iteration 6Q (6139.610000 sec): 3 clusters
  Score: Raw -311493.979406 + Penalty 3813.928069 = -307680.051337
  nChanged 36
		SP:Iteration 7Q (6139.620000 sec): 3 clusters
  Score: Raw -311519.137883 + Penalty 3813.928069 = -307705.209814
  nChanged 34
		SP:Iteration 8Q (6139.630000 sec): 3 clusters
  Score: Raw -311547.057429 + Penalty 3813.928069 = -307733.129360
  nChanged 31
		SP:Iteration 9Q (6139.640000 sec): 3 clusters
  Score: Raw -311568.477937 + Penalty 3813.928069 = -307754.549867
  nChanged 24
		SP:Iteration 10Q (6139.640000 sec): 3 clusters
  Score: Raw -311586.449302 + Penalty 3813.928069 = -307772.521233
  nChanged 21
		SP:Iteration 11Q (6139.650000 sec): 3 clusters
  Score: Raw -311600.043255 + Penalty 3813.928069 = -307786.115185
  nChanged 14
		SP:Iteration 12Q (6139.660000 sec): 3 clusters
  Score: Raw -311610.635734 + Penalty 3813.928069 = -307796.707665
  nChanged 16
		SP:Iteration 13Q (6139.670000 sec): 3 clusters
  Score: Raw -311621.339097 + Penalty 3813.928069 = -307807.411028
  nChanged 9
		SP:Iteration 14Q (6139.680000 sec): 3 clusters
  Score: Raw -311627.268888 + Penalty 3813.928069 = -307813.340819
  nChanged 7
		SP:Iteration 15Q (6139.680000 sec): 3 clusters
  Score: Raw -311632.001267 + Penalty 3813.928069 = -307818.073198
  nChanged 9
		SP:Iteration 16Q (6139.690000 sec): 3 clusters
  Score: Raw -311638.534626 + Penalty 3813.928069 = -307824.606557
  nChanged 4
		SP:Iteration 17Q (6139.700000 sec): 3 clusters
  Score: Raw -311640.500436 + Penalty 3813.928069 = -307826.572367
  nChanged 3
		SP:Iteration 18Q (6139.710000 sec): 3 clusters
  Score: Raw -311642.898421 + Penalty 3813.928069 = -307828.970351
  nChanged 8
		SP:Iteration 19Q (6139.710000 sec): 3 clusters
  Score: Raw -311647.220765 + Penalty 3813.928069 = -307833.292696
  nChanged 8
		SP:Iteration 20F (6139.720000 sec): 3 clusters
  Score: Raw -311651.493298 + Penalty 3813.928069 = -307837.565229
  nChanged 6
		SP:Iteration 21Q (6139.730000 sec): 3 clusters
  Score: Raw -311654.539265 + Penalty 3813.928069 = -307840.611196
  nChanged 3
		SP:Iteration 22Q (6139.740000 sec): 3 clusters
  Score: Raw -311656.429103 + Penalty 3813.928069 = -307842.501034
  nChanged 3
		SP:Iteration 23Q (6139.740000 sec): 3 clusters
  Score: Raw -311657.712982 + Penalty 3813.928069 = -307843.784912
  nChanged 2
		SP:Iteration 24Q (6139.750000 sec): 3 clusters
  Score: Raw -311658.726485 + Penalty 3813.928069 = -307844.798416
  nChanged 3
		SP:Iteration 25Q (6139.760000 sec): 3 clusters
  Score: Raw -311660.051641 + Penalty 3813.928069 = -307846.123572
  nChanged 3
		SP:Iteration 26Q (6139.770000 sec): 3 clusters
  Score: Raw -311661.513074 + Penalty 3813.928069 = -307847.585005
  nChanged 2
		SP:Iteration 27Q (6139.780000 sec): 3 clusters
  Score: Raw -311662.232468 + Penalty 3813.928069 = -307848.304398
  nChanged 0
		SP:Iteration 28F (6139.780000 sec): 3 clusters
  Score: Raw -311662.232468 + Penalty 3813.928069 = -307848.304398
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6139.890000 sec): 2 clusters
  Score: Raw -4609956.300480 + Penalty 2569.215725 = -4607387.084755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6140.010000 sec): 3 clusters
  Score: Raw -4590736.269221 + Penalty 5138.431450 = -4585597.837770
  nChanged 14289
		SP:Iteration 1F (6140.120000 sec): 3 clusters
  Score: Raw -4598736.633875 + Penalty 5138.431450 = -4593598.202425
  nChanged 1623
		SP:Iteration 2F (6140.240000 sec): 3 clusters
  Score: Raw -4599469.532734 + Penalty 5138.431450 = -4594331.101284
  nChanged 1631
		SP:Iteration 3F (6140.360000 sec): 3 clusters
  Score: Raw -4600428.624003 + Penalty 5138.431450 = -4595290.192552
  nChanged 1756
		SP:Iteration 4F (6140.470000 sec): 3 clusters
  Score: Raw -4601525.433761 + Penalty 5138.431450 = -4596387.002310
  nChanged 1841
		SP:Iteration 5F (6140.590000 sec): 3 clusters
  Score: Raw -4602621.522285 + Penalty 5138.431450 = -4597483.090834
  nChanged 1780
		SP:Iteration 6F (6140.710000 sec): 3 clusters
  Score: Raw -4603546.382146 + Penalty 5138.431450 = -4598407.950696
  nChanged 1687
		SP:Iteration 7F (6140.830000 sec): 3 clusters
  Score: Raw -4604322.886341 + Penalty 5138.431450 = -4599184.454890
  nChanged 1444
		SP:Iteration 8Q (6140.950000 sec): 3 clusters
  Score: Raw -4604889.543571 + Penalty 5138.431450 = -4599751.112121
  nChanged 1217
		SP:Iteration 9Q (6141.060000 sec): 3 clusters
  Score: Raw -4605364.396417 + Penalty 5138.431450 = -4600225.964966
  nChanged 1031
		SP:Iteration 10Q (6141.190000 sec): 3 clusters
  Score: Raw -4605765.026978 + Penalty 5138.431450 = -4600626.595528
  nChanged 879
		SP:Iteration 11Q (6141.310000 sec): 3 clusters
  Score: Raw -4606098.095004 + Penalty 5138.431450 = -4600959.663554
  nChanged 763
		SP:Iteration 12Q (6141.430000 sec): 3 clusters
  Score: Raw -4606417.703542 + Penalty 5138.431450 = -4601279.272091
  nChanged 675
		SP:Iteration 13Q (6141.540000 sec): 3 clusters
  Score: Raw -4606686.457807 + Penalty 5138.431450 = -4601548.026356
  nChanged 609
		SP:Iteration 14Q (6141.660000 sec): 3 clusters
  Score: Raw -4606906.320565 + Penalty 5138.431450 = -4601767.889115
  nChanged 531
		SP:Iteration 15Q (6141.770000 sec): 3 clusters
  Score: Raw -4607078.370763 + Penalty 5138.431450 = -4601939.939313
  nChanged 514
		SP:Iteration 16Q (6141.890000 sec): 3 clusters
  Score: Raw -4607238.268059 + Penalty 5138.431450 = -4602099.836609
  nChanged 506
		SP:Iteration 17Q (6142.000000 sec): 3 clusters
  Score: Raw -4607402.049624 + Penalty 5138.431450 = -4602263.618174
  nChanged 525
		SP:Iteration 18Q (6142.120000 sec): 3 clusters
  Score: Raw -4607574.869777 + Penalty 5138.431450 = -4602436.438326
  nChanged 509
		SP:Iteration 19Q (6142.230000 sec): 3 clusters
  Score: Raw -4607740.393073 + Penalty 5138.431450 = -4602601.961623
  nChanged 510
		SP:Iteration 20F (6142.350000 sec): 3 clusters
  Score: Raw -4607907.884152 + Penalty 5138.431450 = -4602769.452702
  nChanged 504
		SP:Iteration 21Q (6142.470000 sec): 3 clusters
  Score: Raw -4608080.719805 + Penalty 5138.431450 = -4602942.288355
  nChanged 527
		SP:Iteration 22Q (6142.580000 sec): 3 clusters
  Score: Raw -4608302.526222 + Penalty 5138.431450 = -4603164.094771
  nChanged 557
		SP:Iteration 23Q (6142.690000 sec): 3 clusters
  Score: Raw -4608579.183019 + Penalty 5138.431450 = -4603440.751569
  nChanged 549
		SP:Iteration 24Q (6142.810000 sec): 3 clusters
  Score: Raw -4608994.151204 + Penalty 5138.431450 = -4603855.719754
  nChanged 528
		SP:Iteration 25Q (6142.930000 sec): 3 clusters
  Score: Raw -4609647.449496 + Penalty 5138.431450 = -4604509.018045
  nChanged 497
		SP:Iteration 26Q (6143.030000 sec): 3 clusters
  Score: Raw -4610180.593010 + Penalty 5138.431450 = -4605042.161560
  nChanged 421
		SP:Iteration 27Q (6143.140000 sec): 3 clusters
  Score: Raw -4610427.796515 + Penalty 5138.431450 = -4605289.365065
  nChanged 322
		SP:Iteration 28Q (6143.230000 sec): 3 clusters
  Score: Raw -4610579.694681 + Penalty 5138.431450 = -4605441.263231
  nChanged 254
		SP:Iteration 29Q (6143.330000 sec): 3 clusters
  Score: Raw -4610674.674654 + Penalty 5138.431450 = -4605536.243204
  nChanged 198
		SP:Iteration 30Q (6143.430000 sec): 3 clusters
  Score: Raw -4610739.548633 + Penalty 5138.431450 = -4605601.117182
  nChanged 167
		SP:Iteration 31Q (6143.520000 sec): 3 clusters
  Score: Raw -4610793.338334 + Penalty 5138.431450 = -4605654.906883
  nChanged 131
		SP:Iteration 32Q (6143.610000 sec): 3 clusters
  Score: Raw -4610834.476294 + Penalty 5138.431450 = -4605696.044844
  nChanged 118
		SP:Iteration 33Q (6143.700000 sec): 3 clusters
  Score: Raw -4610866.350207 + Penalty 5138.431450 = -4605727.918757
  nChanged 93
		SP:Iteration 34Q (6143.790000 sec): 3 clusters
  Score: Raw -4610885.982090 + Penalty 5138.431450 = -4605747.550639
  nChanged 68
		SP:Iteration 35Q (6143.880000 sec): 3 clusters
  Score: Raw -4610900.379479 + Penalty 5138.431450 = -4605761.948029
  nChanged 65
		SP:Iteration 36Q (6143.970000 sec): 3 clusters
  Score: Raw -4610914.320099 + Penalty 5138.431450 = -4605775.888649
  nChanged 48
		SP:Iteration 37Q (6144.060000 sec): 3 clusters
  Score: Raw -4610922.972590 + Penalty 5138.431450 = -4605784.541140
  nChanged 43
		SP:Iteration 38Q (6144.150000 sec): 3 clusters
  Score: Raw -4610931.082801 + Penalty 5138.431450 = -4605792.651351
  nChanged 40
		SP:Iteration 39Q (6144.240000 sec): 3 clusters
  Score: Raw -4610936.968660 + Penalty 5138.431450 = -4605798.537209
  nChanged 28
		SP:Iteration 40F (6144.360000 sec): 3 clusters
  Score: Raw -4610940.897680 + Penalty 5138.431450 = -4605802.466230
  nChanged 15
		SP:Iteration 41Q (6144.450000 sec): 3 clusters
  Score: Raw -4610942.659269 + Penalty 5138.431450 = -4605804.227819
  nChanged 19
		SP:Iteration 42Q (6144.530000 sec): 3 clusters
  Score: Raw -4610945.774284 + Penalty 5138.431450 = -4605807.342834
  nChanged 21
		SP:Iteration 43Q (6144.630000 sec): 3 clusters
  Score: Raw -4610948.802869 + Penalty 5138.431450 = -4605810.371418
  nChanged 14
		SP:Iteration 44Q (6144.720000 sec): 3 clusters
  Score: Raw -4610950.898219 + Penalty 5138.431450 = -4605812.466768
  nChanged 13
		SP:Iteration 45Q (6144.810000 sec): 3 clusters
  Score: Raw -4610953.320342 + Penalty 5138.431450 = -4605814.888892
  nChanged 17
		SP:Iteration 46Q (6144.900000 sec): 3 clusters
  Score: Raw -4610956.190403 + Penalty 5138.431450 = -4605817.758953
  nChanged 17
		SP:Iteration 47Q (6144.990000 sec): 3 clusters
  Score: Raw -4610958.635425 + Penalty 5138.431450 = -4605820.203974
  nChanged 12
		SP:Iteration 48Q (6145.070000 sec): 3 clusters
  Score: Raw -4610960.692645 + Penalty 5138.431450 = -4605822.261195
  nChanged 12
		SP:Iteration 49Q (6145.170000 sec): 3 clusters
  Score: Raw -4610962.871174 + Penalty 5138.431450 = -4605824.439724
  nChanged 13
		SP:Iteration 50Q (6145.250000 sec): 3 clusters
  Score: Raw -4610964.864558 + Penalty 5138.431450 = -4605826.433107
  nChanged 11
		SP:Iteration 51Q (6145.350000 sec): 3 clusters
  Score: Raw -4610966.279815 + Penalty 5138.431450 = -4605827.848364
  nChanged 12
		SP:Iteration 52Q (6145.430000 sec): 3 clusters
  Score: Raw -4610968.218808 + Penalty 5138.431450 = -4605829.787358
  nChanged 8
		SP:Iteration 53Q (6145.520000 sec): 3 clusters
  Score: Raw -4610969.086698 + Penalty 5138.431450 = -4605830.655248
  nChanged 8
		SP:Iteration 54Q (6145.610000 sec): 3 clusters
  Score: Raw -4610970.155724 + Penalty 5138.431450 = -4605831.724274
  nChanged 13
		SP:Iteration 55Q (6145.700000 sec): 3 clusters
  Score: Raw -4610972.050076 + Penalty 5138.431450 = -4605833.618625
  nChanged 12
		SP:Iteration 56Q (6145.790000 sec): 3 clusters
  Score: Raw -4610974.028909 + Penalty 5138.431450 = -4605835.597458
  nChanged 13
		SP:Iteration 57Q (6145.880000 sec): 3 clusters
  Score: Raw -4610976.019182 + Penalty 5138.431450 = -4605837.587731
  nChanged 10
		SP:Iteration 58Q (6145.970000 sec): 3 clusters
  Score: Raw -4610976.966267 + Penalty 5138.431450 = -4605838.534816
  nChanged 7
		SP:Iteration 59Q (6146.060000 sec): 3 clusters
  Score: Raw -4610978.380306 + Penalty 5138.431450 = -4605839.948855
  nChanged 5
		SP:Iteration 60F (6146.180000 sec): 3 clusters
  Score: Raw -4610979.178492 + Penalty 5138.431450 = -4605840.747041
  nChanged 2
		SP:Iteration 61Q (6146.270000 sec): 3 clusters
  Score: Raw -4610979.520312 + Penalty 5138.431450 = -4605841.088861
  nChanged 3
		SP:Iteration 62Q (6146.350000 sec): 3 clusters
  Score: Raw -4610980.152672 + Penalty 5138.431450 = -4605841.721221
  nChanged 4
		SP:Iteration 63Q (6146.440000 sec): 3 clusters
  Score: Raw -4610980.616572 + Penalty 5138.431450 = -4605842.185122
  nChanged 0
		SP:Iteration 64F (6146.560000 sec): 3 clusters
  Score: Raw -4610980.616572 + Penalty 5138.431450 = -4605842.185122
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6146.880000 sec): 2 clusters
  Score: Raw -14358984.401597 + Penalty 2852.096023 = -14356132.305574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6147.250000 sec): 3 clusters
  Score: Raw -14295541.318803 + Penalty 5704.192045 = -14289837.126757
  nChanged 46632
		SP:Iteration 1F (6147.620000 sec): 3 clusters
  Score: Raw -14322168.193453 + Penalty 5704.192045 = -14316464.001407
  nChanged 3316
		SP:Iteration 2Q (6147.990000 sec): 3 clusters
  Score: Raw -14323020.240922 + Penalty 5704.192045 = -14317316.048877
  nChanged 3706
		SP:Iteration 3Q (6148.370000 sec): 3 clusters
  Score: Raw -14324241.102240 + Penalty 5704.192045 = -14318536.910194
  nChanged 4661
		SP:Iteration 4Q (6148.740000 sec): 3 clusters
  Score: Raw -14326264.477993 + Penalty 5704.192045 = -14320560.285948
  nChanged 5926
		SP:Iteration 5F (6149.110000 sec): 3 clusters
  Score: Raw -14329647.425954 + Penalty 5704.192045 = -14323943.233909
  nChanged 7268
		SP:Iteration 6F (6149.470000 sec): 3 clusters
  Score: Raw -14334676.928272 + Penalty 5704.192045 = -14328972.736227
  nChanged 7798
		SP:Iteration 7F (6149.840000 sec): 3 clusters
  Score: Raw -14340749.062624 + Penalty 5704.192045 = -14335044.870579
  nChanged 7055
		SP:Iteration 8F (6150.200000 sec): 3 clusters
  Score: Raw -14346598.123043 + Penalty 5704.192045 = -14340893.930997
  nChanged 5590
		SP:Iteration 9F (6150.570000 sec): 3 clusters
  Score: Raw -14351303.870554 + Penalty 5704.192045 = -14345599.678509
  nChanged 3941
		SP:Iteration 10Q (6150.930000 sec): 3 clusters
  Score: Raw -14354640.233301 + Penalty 5704.192045 = -14348936.041255
  nChanged 2628
		SP:Iteration 11Q (6151.270000 sec): 3 clusters
  Score: Raw -14356758.788408 + Penalty 5704.192045 = -14351054.596363
  nChanged 1597
		SP:Iteration 12Q (6151.590000 sec): 3 clusters
  Score: Raw -14357962.324079 + Penalty 5704.192045 = -14352258.132034
  nChanged 991
		SP:Iteration 13Q (6151.890000 sec): 3 clusters
  Score: Raw -14358642.488213 + Penalty 5704.192045 = -14352938.296168
  nChanged 602
		SP:Iteration 14Q (6152.170000 sec): 3 clusters
  Score: Raw -14359021.354807 + Penalty 5704.192045 = -14353317.162762
  nChanged 392
		SP:Iteration 15Q (6152.450000 sec): 3 clusters
  Score: Raw -14359259.644534 + Penalty 5704.192045 = -14353555.452489
  nChanged 270
		SP:Iteration 16Q (6152.720000 sec): 3 clusters
  Score: Raw -14359411.472970 + Penalty 5704.192045 = -14353707.280925
  nChanged 167
		SP:Iteration 17Q (6152.980000 sec): 3 clusters
  Score: Raw -14359491.548245 + Penalty 5704.192045 = -14353787.356199
  nChanged 127
		SP:Iteration 18Q (6153.250000 sec): 3 clusters
  Score: Raw -14359552.601993 + Penalty 5704.192045 = -14353848.409948
  nChanged 87
		SP:Iteration 19Q (6153.510000 sec): 3 clusters
  Score: Raw -14359596.749384 + Penalty 5704.192045 = -14353892.557338
  nChanged 75
		SP:Iteration 20F (6153.870000 sec): 3 clusters
  Score: Raw -14359632.983095 + Penalty 5704.192045 = -14353928.791050
  nChanged 43
		SP:Iteration 21Q (6154.140000 sec): 3 clusters
  Score: Raw -14359651.111886 + Penalty 5704.192045 = -14353946.919841
  nChanged 35
		SP:Iteration 22Q (6154.400000 sec): 3 clusters
  Score: Raw -14359667.146273 + Penalty 5704.192045 = -14353962.954228
  nChanged 30
		SP:Iteration 23Q (6154.660000 sec): 3 clusters
  Score: Raw -14359680.252139 + Penalty 5704.192045 = -14353976.060093
  nChanged 28
		SP:Iteration 24Q (6154.920000 sec): 3 clusters
  Score: Raw -14359692.872795 + Penalty 5704.192045 = -14353988.680749
  nChanged 21
		SP:Iteration 25Q (6155.180000 sec): 3 clusters
  Score: Raw -14359702.954180 + Penalty 5704.192045 = -14353998.762135
  nChanged 22
		SP:Iteration 26Q (6155.440000 sec): 3 clusters
  Score: Raw -14359709.777540 + Penalty 5704.192045 = -14354005.585494
  nChanged 18
		SP:Iteration 27Q (6155.700000 sec): 3 clusters
  Score: Raw -14359715.645779 + Penalty 5704.192045 = -14354011.453734
  nChanged 9
		SP:Iteration 28Q (6155.960000 sec): 3 clusters
  Score: Raw -14359719.155745 + Penalty 5704.192045 = -14354014.963699
  nChanged 6
		SP:Iteration 29Q (6156.220000 sec): 3 clusters
  Score: Raw -14359720.797563 + Penalty 5704.192045 = -14354016.605517
  nChanged 8
		SP:Iteration 30Q (6156.470000 sec): 3 clusters
  Score: Raw -14359722.465552 + Penalty 5704.192045 = -14354018.273507
  nChanged 4
		SP:Iteration 31Q (6156.730000 sec): 3 clusters
  Score: Raw -14359724.041370 + Penalty 5704.192045 = -14354019.849324
  nChanged 7
		SP:Iteration 32Q (6156.990000 sec): 3 clusters
  Score: Raw -14359726.278569 + Penalty 5704.192045 = -14354022.086524
  nChanged 7
		SP:Iteration 33Q (6157.250000 sec): 3 clusters
  Score: Raw -14359728.630977 + Penalty 5704.192045 = -14354024.438932
  nChanged 6
		SP:Iteration 34Q (6157.500000 sec): 3 clusters
  Score: Raw -14359730.446365 + Penalty 5704.192045 = -14354026.254320
  nChanged 5
		SP:Iteration 35Q (6157.760000 sec): 3 clusters
  Score: Raw -14359731.970035 + Penalty 5704.192045 = -14354027.777990
  nChanged 4
		SP:Iteration 36Q (6158.020000 sec): 3 clusters
  Score: Raw -14359733.096226 + Penalty 5704.192045 = -14354028.904181
  nChanged 3
		SP:Iteration 37Q (6158.280000 sec): 3 clusters
  Score: Raw -14359734.488074 + Penalty 5704.192045 = -14354030.296028
  nChanged 4
		SP:Iteration 38Q (6158.540000 sec): 3 clusters
  Score: Raw -14359735.506073 + Penalty 5704.192045 = -14354031.314028
  nChanged 2
		SP:Iteration 39Q (6158.800000 sec): 3 clusters
  Score: Raw -14359735.885172 + Penalty 5704.192045 = -14354031.693126
  nChanged 1
		SP:Iteration 40F (6159.150000 sec): 3 clusters
  Score: Raw -14359736.346249 + Penalty 5704.192045 = -14354032.154204
  nChanged 1
		SP:Iteration 41Q (6159.410000 sec): 3 clusters
  Score: Raw -14359736.452177 + Penalty 5704.192045 = -14354032.260132
  nChanged 0
		SP:Iteration 42F (6159.770000 sec): 3 clusters
  Score: Raw -14359736.452177 + Penalty 5704.192045 = -14354032.260132
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (35958 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6159.900000 sec): 2 clusters
  Score: Raw -5574860.925316 + Penalty 2601.546504 = -5572259.378813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6160.040000 sec): 3 clusters
  Score: Raw -5553046.410932 + Penalty 5203.093007 = -5547843.317924
  nChanged 16210
		SP:Iteration 1F (6160.170000 sec): 3 clusters
  Score: Raw -5561834.573737 + Penalty 5203.093007 = -5556631.480730
  nChanged 1582
		SP:Iteration 2Q (6160.310000 sec): 3 clusters
  Score: Raw -5562330.128823 + Penalty 5203.093007 = -5557127.035816
  nChanged 1506
		SP:Iteration 3Q (6160.440000 sec): 3 clusters
  Score: Raw -5562830.112653 + Penalty 5203.093007 = -5557627.019645
  nChanged 1510
		SP:Iteration 4Q (6160.580000 sec): 3 clusters
  Score: Raw -5563341.323338 + Penalty 5203.093007 = -5558138.230331
  nChanged 1529
		SP:Iteration 5Q (6160.720000 sec): 3 clusters
  Score: Raw -5563936.910547 + Penalty 5203.093007 = -5558733.817539
  nChanged 1684
		SP:Iteration 6Q (6160.850000 sec): 3 clusters
  Score: Raw -5564749.981586 + Penalty 5203.093007 = -5559546.888579
  nChanged 2009
		SP:Iteration 7F (6160.980000 sec): 3 clusters
  Score: Raw -5565932.799465 + Penalty 5203.093007 = -5560729.706457
  nChanged 2346
		SP:Iteration 8F (6161.120000 sec): 3 clusters
  Score: Raw -5567664.837470 + Penalty 5203.093007 = -5562461.744462
  nChanged 2646
		SP:Iteration 9F (6161.250000 sec): 3 clusters
  Score: Raw -5569867.293126 + Penalty 5203.093007 = -5564664.200118
  nChanged 2261
		SP:Iteration 10F (6161.380000 sec): 3 clusters
  Score: Raw -5571824.023278 + Penalty 5203.093007 = -5566620.930271
  nChanged 1709
		SP:Iteration 11Q (6161.510000 sec): 3 clusters
  Score: Raw -5573323.739958 + Penalty 5203.093007 = -5568120.646950
  nChanged 1049
		SP:Iteration 12Q (6161.630000 sec): 3 clusters
  Score: Raw -5574208.938347 + Penalty 5203.093007 = -5569005.845340
  nChanged 551
		SP:Iteration 13Q (6161.740000 sec): 3 clusters
  Score: Raw -5574657.426664 + Penalty 5203.093007 = -5569454.333656
  nChanged 298
		SP:Iteration 14Q (6161.850000 sec): 3 clusters
  Score: Raw -5574903.750802 + Penalty 5203.093007 = -5569700.657794
  nChanged 171
		SP:Iteration 15Q (6161.960000 sec): 3 clusters
  Score: Raw -5575036.661835 + Penalty 5203.093007 = -5569833.568828
  nChanged 96
		SP:Iteration 16Q (6162.060000 sec): 3 clusters
  Score: Raw -5575105.966797 + Penalty 5203.093007 = -5569902.873789
  nChanged 41
		SP:Iteration 17Q (6162.160000 sec): 3 clusters
  Score: Raw -5575141.276316 + Penalty 5203.093007 = -5569938.183309
  nChanged 35
		SP:Iteration 18Q (6162.250000 sec): 3 clusters
  Score: Raw -5575173.873073 + Penalty 5203.093007 = -5569970.780066
  nChanged 31
		SP:Iteration 19Q (6162.350000 sec): 3 clusters
  Score: Raw -5575204.337619 + Penalty 5203.093007 = -5570001.244612
  nChanged 19
		SP:Iteration 20F (6162.480000 sec): 3 clusters
  Score: Raw -5575221.425043 + Penalty 5203.093007 = -5570018.332035
  nChanged 16
		SP:Iteration 21Q (6162.580000 sec): 3 clusters
  Score: Raw -5575234.438600 + Penalty 5203.093007 = -5570031.345593
  nChanged 13
		SP:Iteration 22Q (6162.670000 sec): 3 clusters
  Score: Raw -5575245.749999 + Penalty 5203.093007 = -5570042.656992
  nChanged 8
		SP:Iteration 23Q (6162.770000 sec): 3 clusters
  Score: Raw -5575252.869047 + Penalty 5203.093007 = -5570049.776040
  nChanged 7
		SP:Iteration 24Q (6162.860000 sec): 3 clusters
  Score: Raw -5575257.872443 + Penalty 5203.093007 = -5570054.779436
  nChanged 2
		SP:Iteration 25Q (6162.960000 sec): 3 clusters
  Score: Raw -5575259.244509 + Penalty 5203.093007 = -5570056.151502
  nChanged 1
		SP:Iteration 26Q (6163.060000 sec): 3 clusters
  Score: Raw -5575259.850822 + Penalty 5203.093007 = -5570056.757814
  nChanged 0
		SP:Iteration 27F (6163.180000 sec): 3 clusters
  Score: Raw -5575259.850822 + Penalty 5203.093007 = -5570056.757814
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6163.500000 sec): 2 clusters
  Score: Raw -14571645.785738 + Penalty 2851.814599 = -14568793.971140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6163.870000 sec): 3 clusters
  Score: Raw -14508350.427906 + Penalty 5703.629197 = -14502646.798709
  nChanged 46631
		SP:Iteration 1F (6164.240000 sec): 3 clusters
  Score: Raw -14535039.243784 + Penalty 5703.629197 = -14529335.614587
  nChanged 3606
		SP:Iteration 2Q (6164.610000 sec): 3 clusters
  Score: Raw -14536071.315018 + Penalty 5703.629197 = -14530367.685821
  nChanged 4158
		SP:Iteration 3Q (6164.980000 sec): 3 clusters
  Score: Raw -14537527.152963 + Penalty 5703.629197 = -14531823.523766
  nChanged 4925
		SP:Iteration 4Q (6165.360000 sec): 3 clusters
  Score: Raw -14539613.324783 + Penalty 5703.629197 = -14533909.695585
  nChanged 5749
		SP:Iteration 5F (6165.720000 sec): 3 clusters
  Score: Raw -14542583.617729 + Penalty 5703.629197 = -14536879.988532
  nChanged 6552
		SP:Iteration 6F (6166.090000 sec): 3 clusters
  Score: Raw -14546601.726693 + Penalty 5703.629197 = -14540898.097496
  nChanged 6995
		SP:Iteration 7F (6166.450000 sec): 3 clusters
  Score: Raw -14551461.959012 + Penalty 5703.629197 = -14545758.329815
  nChanged 6813
		SP:Iteration 8F (6166.820000 sec): 3 clusters
  Score: Raw -14556568.810663 + Penalty 5703.629197 = -14550865.181466
  nChanged 6057
		SP:Iteration 9F (6167.180000 sec): 3 clusters
  Score: Raw -14561402.250840 + Penalty 5703.629197 = -14555698.621643
  nChanged 4830
		SP:Iteration 10Q (6167.550000 sec): 3 clusters
  Score: Raw -14565405.455747 + Penalty 5703.629197 = -14559701.826550
  nChanged 3501
		SP:Iteration 11Q (6167.920000 sec): 3 clusters
  Score: Raw -14568327.792099 + Penalty 5703.629197 = -14562624.162902
  nChanged 2188
		SP:Iteration 12Q (6168.280000 sec): 3 clusters
  Score: Raw -14570063.050200 + Penalty 5703.629197 = -14564359.421003
  nChanged 1224
		SP:Iteration 13Q (6168.610000 sec): 3 clusters
  Score: Raw -14570974.625152 + Penalty 5703.629197 = -14565270.995955
  nChanged 671
		SP:Iteration 14Q (6168.910000 sec): 3 clusters
  Score: Raw -14571447.790461 + Penalty 5703.629197 = -14565744.161264
  nChanged 351
		SP:Iteration 15Q (6169.200000 sec): 3 clusters
  Score: Raw -14571694.462921 + Penalty 5703.629197 = -14565990.833724
  nChanged 197
		SP:Iteration 16Q (6169.480000 sec): 3 clusters
  Score: Raw -14571827.529987 + Penalty 5703.629197 = -14566123.900790
  nChanged 118
		SP:Iteration 17Q (6169.740000 sec): 3 clusters
  Score: Raw -14571912.173345 + Penalty 5703.629197 = -14566208.544148
  nChanged 74
		SP:Iteration 18Q (6170.010000 sec): 3 clusters
  Score: Raw -14571963.030696 + Penalty 5703.629197 = -14566259.401499
  nChanged 56
		SP:Iteration 19Q (6170.280000 sec): 3 clusters
  Score: Raw -14572000.885759 + Penalty 5703.629197 = -14566297.256562
  nChanged 40
		SP:Iteration 20F (6170.630000 sec): 3 clusters
  Score: Raw -14572032.039951 + Penalty 5703.629197 = -14566328.410754
  nChanged 35
		SP:Iteration 21Q (6170.900000 sec): 3 clusters
  Score: Raw -14572053.658851 + Penalty 5703.629197 = -14566350.029654
  nChanged 23
		SP:Iteration 22Q (6171.160000 sec): 3 clusters
  Score: Raw -14572065.922534 + Penalty 5703.629197 = -14566362.293337
  nChanged 19
		SP:Iteration 23Q (6171.420000 sec): 3 clusters
  Score: Raw -14572075.402697 + Penalty 5703.629197 = -14566371.773500
  nChanged 4
		SP:Iteration 24Q (6171.680000 sec): 3 clusters
  Score: Raw -14572076.649157 + Penalty 5703.629197 = -14566373.019960
  nChanged 2
		SP:Iteration 25Q (6171.940000 sec): 3 clusters
  Score: Raw -14572077.626648 + Penalty 5703.629197 = -14566373.997451
  nChanged 4
		SP:Iteration 26Q (6172.200000 sec): 3 clusters
  Score: Raw -14572078.759821 + Penalty 5703.629197 = -14566375.130624
  nChanged 1
		SP:Iteration 27Q (6172.460000 sec): 3 clusters
  Score: Raw -14572078.995340 + Penalty 5703.629197 = -14566375.366143
  nChanged 0
		SP:Iteration 28F (6172.820000 sec): 3 clusters
  Score: Raw -14572078.995340 + Penalty 5703.629197 = -14566375.366143
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6172.860000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6172.860000 sec): 3 clusters
  Score: Raw -22166.532876 + Penalty 2547.356025 = -19619.176851
  nChanged 7
		SP:Iteration 1Q (6172.860000 sec): 3 clusters
  Score: Raw -22198.481180 + Penalty 2547.356025 = -19651.125156
  nChanged 1
		SP:Iteration 2Q (6172.860000 sec): 3 clusters
  Score: Raw -22200.578093 + Penalty 2547.356025 = -19653.222068
  nChanged 0
		SP:Iteration 3F (6172.860000 sec): 3 clusters
  Score: Raw -22200.578093 + Penalty 2547.356025 = -19653.222068
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51085 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6173.040000 sec): 2 clusters
  Score: Raw -7502022.996858 + Penalty 2688.629055 = -7499334.367803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6173.230000 sec): 3 clusters
  Score: Raw -7470331.815752 + Penalty 5377.258111 = -7464954.557641
  nChanged 23560
		SP:Iteration 1F (6173.420000 sec): 3 clusters
  Score: Raw -7483317.507514 + Penalty 5377.258111 = -7477940.249403
  nChanged 2374
		SP:Iteration 2Q (6173.610000 sec): 3 clusters
  Score: Raw -7484174.832711 + Penalty 5377.258111 = -7478797.574600
  nChanged 2524
		SP:Iteration 3Q (6173.800000 sec): 3 clusters
  Score: Raw -7485175.902333 + Penalty 5377.258111 = -7479798.644222
  nChanged 2745
		SP:Iteration 4F (6173.990000 sec): 3 clusters
  Score: Raw -7486426.030820 + Penalty 5377.258111 = -7481048.772710
  nChanged 3007
		SP:Iteration 5F (6174.180000 sec): 3 clusters
  Score: Raw -7487970.643032 + Penalty 5377.258111 = -7482593.384921
  nChanged 3055
		SP:Iteration 6F (6174.370000 sec): 3 clusters
  Score: Raw -7489480.728886 + Penalty 5377.258111 = -7484103.470775
  nChanged 2802
		SP:Iteration 7F (6174.560000 sec): 3 clusters
  Score: Raw -7490799.300133 + Penalty 5377.258111 = -7485422.042022
  nChanged 2351
		SP:Iteration 8Q (6174.750000 sec): 3 clusters
  Score: Raw -7491764.114564 + Penalty 5377.258111 = -7486386.856453
  nChanged 1912
		SP:Iteration 9Q (6174.940000 sec): 3 clusters
  Score: Raw -7492545.698577 + Penalty 5377.258111 = -7487168.440466
  nChanged 1664
		SP:Iteration 10Q (6175.130000 sec): 3 clusters
  Score: Raw -7493300.277367 + Penalty 5377.258111 = -7487923.019256
  nChanged 1577
		SP:Iteration 11Q (6175.320000 sec): 3 clusters
  Score: Raw -7494125.076387 + Penalty 5377.258111 = -7488747.818276
  nChanged 1492
		SP:Iteration 12Q (6175.520000 sec): 3 clusters
  Score: Raw -7494998.029229 + Penalty 5377.258111 = -7489620.771118
  nChanged 1423
		SP:Iteration 13Q (6175.710000 sec): 3 clusters
  Score: Raw -7495907.646886 + Penalty 5377.258111 = -7490530.388775
  nChanged 1308
		SP:Iteration 14Q (6175.900000 sec): 3 clusters
  Score: Raw -7496752.201460 + Penalty 5377.258111 = -7491374.943349
  nChanged 1198
		SP:Iteration 15Q (6176.080000 sec): 3 clusters
  Score: Raw -7497437.032714 + Penalty 5377.258111 = -7492059.774603
  nChanged 1002
		SP:Iteration 16Q (6176.260000 sec): 3 clusters
  Score: Raw -7497956.026835 + Penalty 5377.258111 = -7492578.768724
  nChanged 874
		SP:Iteration 17Q (6176.430000 sec): 3 clusters
  Score: Raw -7498391.318715 + Penalty 5377.258111 = -7493014.060604
  nChanged 798
		SP:Iteration 18Q (6176.590000 sec): 3 clusters
  Score: Raw -7498759.716019 + Penalty 5377.258111 = -7493382.457908
  nChanged 748
		SP:Iteration 19Q (6176.750000 sec): 3 clusters
  Score: Raw -7499093.909767 + Penalty 5377.258111 = -7493716.651656
  nChanged 716
		SP:Iteration 20F (6176.940000 sec): 3 clusters
  Score: Raw -7499414.734377 + Penalty 5377.258111 = -7494037.476266
  nChanged 622
		SP:Iteration 21Q (6177.100000 sec): 3 clusters
  Score: Raw -7499682.801425 + Penalty 5377.258111 = -7494305.543314
  nChanged 573
		SP:Iteration 22Q (6177.250000 sec): 3 clusters
  Score: Raw -7499933.296244 + Penalty 5377.258111 = -7494556.038133
  nChanged 537
		SP:Iteration 23Q (6177.410000 sec): 3 clusters
  Score: Raw -7500169.574433 + Penalty 5377.258111 = -7494792.316322
  nChanged 505
		SP:Iteration 24Q (6177.560000 sec): 3 clusters
  Score: Raw -7500399.289445 + Penalty 5377.258111 = -7495022.031334
  nChanged 469
		SP:Iteration 25Q (6177.700000 sec): 3 clusters
  Score: Raw -7500608.316415 + Penalty 5377.258111 = -7495231.058304
  nChanged 394
		SP:Iteration 26Q (6177.850000 sec): 3 clusters
  Score: Raw -7500786.826704 + Penalty 5377.258111 = -7495409.568593
  nChanged 363
		SP:Iteration 27Q (6178.000000 sec): 3 clusters
  Score: Raw -7500947.236175 + Penalty 5377.258111 = -7495569.978064
  nChanged 321
		SP:Iteration 28Q (6178.140000 sec): 3 clusters
  Score: Raw -7501090.988299 + Penalty 5377.258111 = -7495713.730188
  nChanged 290
		SP:Iteration 29Q (6178.280000 sec): 3 clusters
  Score: Raw -7501215.515911 + Penalty 5377.258111 = -7495838.257800
  nChanged 234
		SP:Iteration 30Q (6178.430000 sec): 3 clusters
  Score: Raw -7501316.028067 + Penalty 5377.258111 = -7495938.769956
  nChanged 219
		SP:Iteration 31Q (6178.570000 sec): 3 clusters
  Score: Raw -7501413.074411 + Penalty 5377.258111 = -7496035.816300
  nChanged 186
		SP:Iteration 32Q (6178.710000 sec): 3 clusters
  Score: Raw -7501490.279232 + Penalty 5377.258111 = -7496113.021121
  nChanged 180
		SP:Iteration 33Q (6178.840000 sec): 3 clusters
  Score: Raw -7501570.816014 + Penalty 5377.258111 = -7496193.557903
  nChanged 179
		SP:Iteration 34Q (6178.980000 sec): 3 clusters
  Score: Raw -7501651.611025 + Penalty 5377.258111 = -7496274.352915
  nChanged 160
		SP:Iteration 35Q (6179.120000 sec): 3 clusters
  Score: Raw -7501730.901770 + Penalty 5377.258111 = -7496353.643659
  nChanged 141
		SP:Iteration 36Q (6179.260000 sec): 3 clusters
  Score: Raw -7501807.207797 + Penalty 5377.258111 = -7496429.949686
  nChanged 131
		SP:Iteration 37Q (6179.390000 sec): 3 clusters
  Score: Raw -7501876.345110 + Penalty 5377.258111 = -7496499.087000
  nChanged 111
		SP:Iteration 38Q (6179.530000 sec): 3 clusters
  Score: Raw -7501943.948512 + Penalty 5377.258111 = -7496566.690401
  nChanged 97
		SP:Iteration 39Q (6179.660000 sec): 3 clusters
  Score: Raw -7502000.493434 + Penalty 5377.258111 = -7496623.235324
  nChanged 87
		SP:Iteration 40F (6179.840000 sec): 3 clusters
  Score: Raw -7502055.401569 + Penalty 5377.258111 = -7496678.143459
  nChanged 70
		SP:Iteration 41Q (6179.980000 sec): 3 clusters
  Score: Raw -7502109.324040 + Penalty 5377.258111 = -7496732.065929
  nChanged 60
		SP:Iteration 42Q (6180.110000 sec): 3 clusters
  Score: Raw -7502146.012235 + Penalty 5377.258111 = -7496768.754124
  nChanged 54
		SP:Iteration 43Q (6180.240000 sec): 3 clusters
  Score: Raw -7502175.134511 + Penalty 5377.258111 = -7496797.876401
  nChanged 33
		SP:Iteration 44Q (6180.380000 sec): 3 clusters
  Score: Raw -7502194.474315 + Penalty 5377.258111 = -7496817.216205
  nChanged 29
		SP:Iteration 45Q (6180.510000 sec): 3 clusters
  Score: Raw -7502209.836929 + Penalty 5377.258111 = -7496832.578819
  nChanged 28
		SP:Iteration 46Q (6180.640000 sec): 3 clusters
  Score: Raw -7502227.341599 + Penalty 5377.258111 = -7496850.083488
  nChanged 18
		SP:Iteration 47Q (6180.770000 sec): 3 clusters
  Score: Raw -7502236.797346 + Penalty 5377.258111 = -7496859.539235
  nChanged 16
		SP:Iteration 48Q (6180.900000 sec): 3 clusters
  Score: Raw -7502246.048864 + Penalty 5377.258111 = -7496868.790753
  nChanged 16
		SP:Iteration 49Q (6181.040000 sec): 3 clusters
  Score: Raw -7502256.879518 + Penalty 5377.258111 = -7496879.621407
  nChanged 12
		SP:Iteration 50Q (6181.160000 sec): 3 clusters
  Score: Raw -7502263.293086 + Penalty 5377.258111 = -7496886.034975
  nChanged 3
		SP:Iteration 51Q (6181.300000 sec): 3 clusters
  Score: Raw -7502265.412989 + Penalty 5377.258111 = -7496888.154878
  nChanged 5
		SP:Iteration 52Q (6181.430000 sec): 3 clusters
  Score: Raw -7502269.680169 + Penalty 5377.258111 = -7496892.422058
  nChanged 11
		SP:Iteration 53Q (6181.560000 sec): 3 clusters
  Score: Raw -7502277.602384 + Penalty 5377.258111 = -7496900.344273
  nChanged 11
		SP:Iteration 54Q (6181.700000 sec): 3 clusters
  Score: Raw -7502282.909346 + Penalty 5377.258111 = -7496905.651236
  nChanged 11
		SP:Iteration 55Q (6181.830000 sec): 3 clusters
  Score: Raw -7502289.962826 + Penalty 5377.258111 = -7496912.704715
  nChanged 15
		SP:Iteration 56Q (6181.960000 sec): 3 clusters
  Score: Raw -7502298.522677 + Penalty 5377.258111 = -7496921.264566
  nChanged 9
		SP:Iteration 57Q (6182.100000 sec): 3 clusters
  Score: Raw -7502304.670010 + Penalty 5377.258111 = -7496927.411900
  nChanged 7
		SP:Iteration 58Q (6182.230000 sec): 3 clusters
  Score: Raw -7502308.767494 + Penalty 5377.258111 = -7496931.509383
  nChanged 5
		SP:Iteration 59Q (6182.360000 sec): 3 clusters
  Score: Raw -7502311.925234 + Penalty 5377.258111 = -7496934.667123
  nChanged 7
		SP:Iteration 60F (6182.540000 sec): 3 clusters
  Score: Raw -7502316.443849 + Penalty 5377.258111 = -7496939.185738
  nChanged 5
		SP:Iteration 61Q (6182.670000 sec): 3 clusters
  Score: Raw -7502318.955834 + Penalty 5377.258111 = -7496941.697723
  nChanged 3
		SP:Iteration 62Q (6182.800000 sec): 3 clusters
  Score: Raw -7502320.724549 + Penalty 5377.258111 = -7496943.466438
  nChanged 6
		SP:Iteration 63Q (6182.930000 sec): 3 clusters
  Score: Raw -7502323.543771 + Penalty 5377.258111 = -7496946.285661
  nChanged 6
		SP:Iteration 64Q (6183.070000 sec): 3 clusters
  Score: Raw -7502327.657164 + Penalty 5377.258111 = -7496950.399053
  nChanged 6
		SP:Iteration 65Q (6183.190000 sec): 3 clusters
  Score: Raw -7502332.215304 + Penalty 5377.258111 = -7496954.957193
  nChanged 6
		SP:Iteration 66Q (6183.330000 sec): 3 clusters
  Score: Raw -7502336.821486 + Penalty 5377.258111 = -7496959.563375
  nChanged 5
		SP:Iteration 67Q (6183.450000 sec): 3 clusters
  Score: Raw -7502340.623882 + Penalty 5377.258111 = -7496963.365771
  nChanged 8
		SP:Iteration 68Q (6183.590000 sec): 3 clusters
  Score: Raw -7502346.020322 + Penalty 5377.258111 = -7496968.762212
  nChanged 8
		SP:Iteration 69Q (6183.710000 sec): 3 clusters
  Score: Raw -7502351.423641 + Penalty 5377.258111 = -7496974.165530
  nChanged 5
		SP:Iteration 70Q (6183.840000 sec): 3 clusters
  Score: Raw -7502353.961556 + Penalty 5377.258111 = -7496976.703445
  nChanged 3
		SP:Iteration 71Q (6183.970000 sec): 3 clusters
  Score: Raw -7502355.651872 + Penalty 5377.258111 = -7496978.393761
  nChanged 4
		SP:Iteration 72Q (6184.100000 sec): 3 clusters
  Score: Raw -7502358.098854 + Penalty 5377.258111 = -7496980.840744
  nChanged 5
		SP:Iteration 73Q (6184.230000 sec): 3 clusters
  Score: Raw -7502360.006645 + Penalty 5377.258111 = -7496982.748535
  nChanged 1
		SP:Iteration 74Q (6184.370000 sec): 3 clusters
  Score: Raw -7502360.510682 + Penalty 5377.258111 = -7496983.252571
  nChanged 1
		SP:Iteration 75Q (6184.490000 sec): 3 clusters
  Score: Raw -7502360.916182 + Penalty 5377.258111 = -7496983.658071
  nChanged 2
		SP:Iteration 76Q (6184.630000 sec): 3 clusters
  Score: Raw -7502362.630459 + Penalty 5377.258111 = -7496985.372348
  nChanged 2
		SP:Iteration 77Q (6184.750000 sec): 3 clusters
  Score: Raw -7502364.427600 + Penalty 5377.258111 = -7496987.169489
  nChanged 5
		SP:Iteration 78Q (6184.890000 sec): 3 clusters
  Score: Raw -7502367.644727 + Penalty 5377.258111 = -7496990.386616
  nChanged 1
		SP:Iteration 79Q (6185.020000 sec): 3 clusters
  Score: Raw -7502368.488477 + Penalty 5377.258111 = -7496991.230366
  nChanged 2
		SP:Iteration 80F (6185.200000 sec): 3 clusters
  Score: Raw -7502369.447784 + Penalty 5377.258111 = -7496992.189673
  nChanged 1
		SP:Iteration 81Q (6185.330000 sec): 3 clusters
  Score: Raw -7502370.424937 + Penalty 5377.258111 = -7496993.166826
  nChanged 1
		SP:Iteration 82Q (6185.460000 sec): 3 clusters
  Score: Raw -7502371.038266 + Penalty 5377.258111 = -7496993.780156
  nChanged 0
		SP:Iteration 83F (6185.650000 sec): 3 clusters
  Score: Raw -7502371.038266 + Penalty 5377.258111 = -7496993.780156
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6185.680000 sec): 2 clusters
  Score: Raw -78986.204222 + Penalty 1532.644130 = -77453.560092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6185.690000 sec): 3 clusters
  Score: Raw -79217.831438 + Penalty 3065.288260 = -76152.543177
  nChanged 119
		SP:Iteration 1F (6185.690000 sec): 3 clusters
  Score: Raw -79635.929113 + Penalty 3065.288260 = -76570.640853
  nChanged 63
		SP:Iteration 2F (6185.690000 sec): 3 clusters
  Score: Raw -79893.827447 + Penalty 3065.288260 = -76828.539187
  nChanged 38
		SP:Iteration 3F (6185.690000 sec): 3 clusters
  Score: Raw -80072.279338 + Penalty 3065.288260 = -77006.991078
  nChanged 21
		SP:Iteration 4Q (6185.690000 sec): 3 clusters
  Score: Raw -80226.687993 + Penalty 3065.288260 = -77161.399733
  nChanged 13
		SP:Iteration 5Q (6185.700000 sec): 3 clusters
  Score: Raw -80287.556409 + Penalty 3065.288260 = -77222.268149
  nChanged 7
		SP:Iteration 6Q (6185.700000 sec): 3 clusters
  Score: Raw -80333.474441 + Penalty 3065.288260 = -77268.186181
  nChanged 3
		SP:Iteration 7Q (6185.700000 sec): 3 clusters
  Score: Raw -80360.869048 + Penalty 3065.288260 = -77295.580788
  nChanged 1
		SP:Iteration 8Q (6185.700000 sec): 3 clusters
  Score: Raw -80483.037019 + Penalty 3065.288260 = -77417.748759
  nChanged 0
		SP:Iteration 9F (6185.700000 sec): 3 clusters
  Score: Raw -80489.069462 + Penalty 3065.288260 = -77423.781202
  nChanged 1
		SP:Iteration 10Q (6185.700000 sec): 3 clusters
  Score: Raw -80523.534890 + Penalty 3065.288260 = -77458.246629
  nChanged 1
		SP:Iteration 11Q (6185.700000 sec): 3 clusters
  Score: Raw -80529.838655 + Penalty 3065.288260 = -77464.550395
  nChanged 0
		SP:Iteration 12F (6185.700000 sec): 3 clusters
  Score: Raw -80529.838655 + Penalty 3065.288260 = -77464.550395
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 39.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6185.710000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6185.720000 sec): 3 clusters
  Score: Raw -68237.580717 + Penalty 3055.958832 = -65181.621886
  nChanged 78
		SP:Iteration 1F (6185.720000 sec): 3 clusters
  Score: Raw -68407.692547 + Penalty 3055.958832 = -65351.733715
  nChanged 21
		SP:Iteration 2Q (6185.720000 sec): 3 clusters
  Score: Raw -68456.842693 + Penalty 3055.958832 = -65400.883861
  nChanged 12
		SP:Iteration 3Q (6185.720000 sec): 3 clusters
  Score: Raw -68504.374351 + Penalty 3055.958832 = -65448.415520
  nChanged 5
		SP:Iteration 4Q (6185.720000 sec): 3 clusters
  Score: Raw -68522.188610 + Penalty 3055.958832 = -65466.229778
  nChanged 2
		SP:Iteration 5Q (6185.720000 sec): 3 clusters
  Score: Raw -68524.514256 + Penalty 3055.958832 = -65468.555424
  nChanged 1
		SP:Iteration 6Q (6185.720000 sec): 3 clusters
  Score: Raw -68526.201818 + Penalty 3055.958832 = -65470.242986
  nChanged 1
		SP:Iteration 7Q (6185.730000 sec): 3 clusters
  Score: Raw -68528.865132 + Penalty 3055.958832 = -65472.906300
  nChanged 1
		SP:Iteration 8Q (6185.730000 sec): 3 clusters
  Score: Raw -68529.779011 + Penalty 3055.958832 = -65473.820179
  nChanged 0
		SP:Iteration 9F (6185.730000 sec): 3 clusters
  Score: Raw -68529.779011 + Penalty 3055.958832 = -65473.820179
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (268687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6186.620000 sec): 2 clusters
  Score: Raw -39759824.110697 + Penalty 3100.322998 = -39756723.787699
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6187.620000 sec): 3 clusters
  Score: Raw -39582317.790404 + Penalty 6200.645997 = -39576117.144408
  nChanged 129957
		SP:Iteration 1F (6188.620000 sec): 3 clusters
  Score: Raw -39658759.457768 + Penalty 6200.645997 = -39652558.811772
  nChanged 6659
		SP:Iteration 2Q (6189.660000 sec): 3 clusters
  Score: Raw -39659946.839804 + Penalty 6200.645997 = -39653746.193807
  nChanged 7047
		SP:Iteration 3Q (6190.670000 sec): 3 clusters
  Score: Raw -39661322.880103 + Penalty 6200.645997 = -39655122.234106
  nChanged 7429
		SP:Iteration 4Q (6191.690000 sec): 3 clusters
  Score: Raw -39662904.523588 + Penalty 6200.645997 = -39656703.877592
  nChanged 8079
		SP:Iteration 5Q (6192.710000 sec): 3 clusters
  Score: Raw -39664754.278929 + Penalty 6200.645997 = -39658553.632933
  nChanged 8494
		SP:Iteration 6Q (6193.730000 sec): 3 clusters
  Score: Raw -39666830.185824 + Penalty 6200.645997 = -39660629.539827
  nChanged 9056
		SP:Iteration 7Q (6194.750000 sec): 3 clusters
  Score: Raw -39669073.651718 + Penalty 6200.645997 = -39662873.005721
  nChanged 9149
		SP:Iteration 8Q (6195.760000 sec): 3 clusters
  Score: Raw -39671345.610728 + Penalty 6200.645997 = -39665144.964731
  nChanged 9276
		SP:Iteration 9Q (6196.780000 sec): 3 clusters
  Score: Raw -39673688.847347 + Penalty 6200.645997 = -39667488.201351
  nChanged 9044
		SP:Iteration 10Q (6197.790000 sec): 3 clusters
  Score: Raw -39675929.294174 + Penalty 6200.645997 = -39669728.648177
  nChanged 8793
		SP:Iteration 11Q (6198.810000 sec): 3 clusters
  Score: Raw -39678020.671191 + Penalty 6200.645997 = -39671820.025195
  nChanged 8407
		SP:Iteration 12Q (6199.830000 sec): 3 clusters
  Score: Raw -39680090.089585 + Penalty 6200.645997 = -39673889.443588
  nChanged 8548
		SP:Iteration 13Q (6200.850000 sec): 3 clusters
  Score: Raw -39682401.859178 + Penalty 6200.645997 = -39676201.213182
  nChanged 8986
		SP:Iteration 14Q (6201.860000 sec): 3 clusters
  Score: Raw -39685140.545063 + Penalty 6200.645997 = -39678939.899066
  nChanged 9821
		SP:Iteration 15Q (6202.880000 sec): 3 clusters
  Score: Raw -39688699.426847 + Penalty 6200.645997 = -39682498.780851
  nChanged 11235
		SP:Iteration 16Q (6203.880000 sec): 3 clusters
  Score: Raw -39693664.865328 + Penalty 6200.645997 = -39687464.219331
  nChanged 13261
		SP:Iteration 17Q (6204.900000 sec): 3 clusters
  Score: Raw -39700823.066675 + Penalty 6200.645997 = -39694622.420679
  nChanged 15200
		SP:Iteration 18F (6205.890000 sec): 3 clusters
  Score: Raw -39710583.298954 + Penalty 6200.645997 = -39704382.652957
  nChanged 16240
		SP:Iteration 19F (6206.880000 sec): 3 clusters
  Score: Raw -39722748.375957 + Penalty 6200.645997 = -39716547.729960
  nChanged 15339
		SP:Iteration 20F (6207.860000 sec): 3 clusters
  Score: Raw -39735771.702526 + Penalty 6200.645997 = -39729571.056530
  nChanged 12226
		SP:Iteration 21Q (6208.870000 sec): 3 clusters
  Score: Raw -39747210.845224 + Penalty 6200.645997 = -39741010.199228
  nChanged 7818
		SP:Iteration 22Q (6209.850000 sec): 3 clusters
  Score: Raw -39754764.794792 + Penalty 6200.645997 = -39748564.148795
  nChanged 3665
		SP:Iteration 23Q (6210.710000 sec): 3 clusters
  Score: Raw -39758240.307140 + Penalty 6200.645997 = -39752039.661143
  nChanged 1307
		SP:Iteration 24Q (6211.460000 sec): 3 clusters
  Score: Raw -39759476.101105 + Penalty 6200.645997 = -39753275.455108
  nChanged 378
		SP:Iteration 25Q (6212.150000 sec): 3 clusters
  Score: Raw -39759873.624997 + Penalty 6200.645997 = -39753672.979000
  nChanged 113
		SP:Iteration 26Q (6212.800000 sec): 3 clusters
  Score: Raw -39760020.532350 + Penalty 6200.645997 = -39753819.886353
  nChanged 48
		SP:Iteration 27Q (6213.470000 sec): 3 clusters
  Score: Raw -39760081.348954 + Penalty 6200.645997 = -39753880.702957
  nChanged 26
		SP:Iteration 28Q (6214.170000 sec): 3 clusters
  Score: Raw -39760116.621786 + Penalty 6200.645997 = -39753915.975789
  nChanged 16
		SP:Iteration 29Q (6214.850000 sec): 3 clusters
  Score: Raw -39760134.959247 + Penalty 6200.645997 = -39753934.313250
  nChanged 9
		SP:Iteration 30Q (6215.530000 sec): 3 clusters
  Score: Raw -39760148.255468 + Penalty 6200.645997 = -39753947.609471
  nChanged 14
		SP:Iteration 31Q (6216.210000 sec): 3 clusters
  Score: Raw -39760167.699288 + Penalty 6200.645997 = -39753967.053292
  nChanged 9
		SP:Iteration 32Q (6216.890000 sec): 3 clusters
  Score: Raw -39760179.799529 + Penalty 6200.645997 = -39753979.153533
  nChanged 8
		SP:Iteration 33Q (6217.560000 sec): 3 clusters
  Score: Raw -39760191.950321 + Penalty 6200.645997 = -39753991.304324
  nChanged 6
		SP:Iteration 34Q (6218.240000 sec): 3 clusters
  Score: Raw -39760199.636631 + Penalty 6200.645997 = -39753998.990635
  nChanged 9
		SP:Iteration 35Q (6218.920000 sec): 3 clusters
  Score: Raw -39760208.077561 + Penalty 6200.645997 = -39754007.431564
  nChanged 3
		SP:Iteration 36Q (6219.600000 sec): 3 clusters
  Score: Raw -39760210.756045 + Penalty 6200.645997 = -39754010.110049
  nChanged 1
		SP:Iteration 37Q (6220.270000 sec): 3 clusters
  Score: Raw -39760211.481424 + Penalty 6200.645997 = -39754010.835427
  nChanged 0
		SP:Iteration 38F (6221.250000 sec): 3 clusters
  Score: Raw -39760211.481424 + Penalty 6200.645997 = -39754010.835427
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6221.440000 sec): 2 clusters
  Score: Raw -5134074.891526 + Penalty 2584.644570 = -5131490.246956
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6221.570000 sec): 3 clusters
  Score: Raw -5113799.399414 + Penalty 5169.289140 = -5108630.110274
  nChanged 15125
		SP:Iteration 1F (6221.690000 sec): 3 clusters
  Score: Raw -5122174.879786 + Penalty 5169.289140 = -5117005.590646
  nChanged 1522
		SP:Iteration 2Q (6221.810000 sec): 3 clusters
  Score: Raw -5122663.940296 + Penalty 5169.289140 = -5117494.651156
  nChanged 1430
		SP:Iteration 3Q (6221.940000 sec): 3 clusters
  Score: Raw -5123152.652717 + Penalty 5169.289140 = -5117983.363577
  nChanged 1391
		SP:Iteration 4Q (6222.070000 sec): 3 clusters
  Score: Raw -5123696.593185 + Penalty 5169.289140 = -5118527.304045
  nChanged 1453
		SP:Iteration 5Q (6222.190000 sec): 3 clusters
  Score: Raw -5124327.850207 + Penalty 5169.289140 = -5119158.561067
  nChanged 1616
		SP:Iteration 6Q (6222.320000 sec): 3 clusters
  Score: Raw -5125107.307067 + Penalty 5169.289140 = -5119938.017927
  nChanged 1680
		SP:Iteration 7F (6222.450000 sec): 3 clusters
  Score: Raw -5126015.902550 + Penalty 5169.289140 = -5120846.613410
  nChanged 1828
		SP:Iteration 8F (6222.570000 sec): 3 clusters
  Score: Raw -5127071.340464 + Penalty 5169.289140 = -5121902.051324
  nChanged 1815
		SP:Iteration 9F (6222.690000 sec): 3 clusters
  Score: Raw -5128153.421403 + Penalty 5169.289140 = -5122984.132263
  nChanged 1768
		SP:Iteration 10F (6222.820000 sec): 3 clusters
  Score: Raw -5129191.615709 + Penalty 5169.289140 = -5124022.326569
  nChanged 1516
		SP:Iteration 11Q (6222.950000 sec): 3 clusters
  Score: Raw -5130104.002449 + Penalty 5169.289140 = -5124934.713309
  nChanged 1209
		SP:Iteration 12Q (6223.070000 sec): 3 clusters
  Score: Raw -5130778.941439 + Penalty 5169.289140 = -5125609.652299
  nChanged 889
		SP:Iteration 13Q (6223.190000 sec): 3 clusters
  Score: Raw -5131139.260749 + Penalty 5169.289140 = -5125969.971609
  nChanged 629
		SP:Iteration 14Q (6223.320000 sec): 3 clusters
  Score: Raw -5131346.290054 + Penalty 5169.289140 = -5126177.000914
  nChanged 514
		SP:Iteration 15Q (6223.440000 sec): 3 clusters
  Score: Raw -5131499.153720 + Penalty 5169.289140 = -5126329.864580
  nChanged 453
		SP:Iteration 16Q (6223.560000 sec): 3 clusters
  Score: Raw -5131625.274424 + Penalty 5169.289140 = -5126455.985284
  nChanged 434
		SP:Iteration 17Q (6223.680000 sec): 3 clusters
  Score: Raw -5131736.787959 + Penalty 5169.289140 = -5126567.498819
  nChanged 401
		SP:Iteration 18Q (6223.810000 sec): 3 clusters
  Score: Raw -5131846.911014 + Penalty 5169.289140 = -5126677.621874
  nChanged 416
		SP:Iteration 19Q (6223.920000 sec): 3 clusters
  Score: Raw -5131961.835288 + Penalty 5169.289140 = -5126792.546148
  nChanged 431
		SP:Iteration 20F (6224.050000 sec): 3 clusters
  Score: Raw -5132081.653709 + Penalty 5169.289140 = -5126912.364569
  nChanged 412
		SP:Iteration 21Q (6224.170000 sec): 3 clusters
  Score: Raw -5132190.393868 + Penalty 5169.289140 = -5127021.104728
  nChanged 417
		SP:Iteration 22Q (6224.290000 sec): 3 clusters
  Score: Raw -5132304.578836 + Penalty 5169.289140 = -5127135.289696
  nChanged 437
		SP:Iteration 23Q (6224.400000 sec): 3 clusters
  Score: Raw -5132433.409631 + Penalty 5169.289140 = -5127264.120491
  nChanged 439
		SP:Iteration 24Q (6224.520000 sec): 3 clusters
  Score: Raw -5132563.074124 + Penalty 5169.289140 = -5127393.784984
  nChanged 407
		SP:Iteration 25Q (6224.630000 sec): 3 clusters
  Score: Raw -5132678.956939 + Penalty 5169.289140 = -5127509.667799
  nChanged 368
		SP:Iteration 26Q (6224.750000 sec): 3 clusters
  Score: Raw -5132776.615194 + Penalty 5169.289140 = -5127607.326054
  nChanged 320
		SP:Iteration 27Q (6224.860000 sec): 3 clusters
  Score: Raw -5132860.000871 + Penalty 5169.289140 = -5127690.711731
  nChanged 297
		SP:Iteration 28Q (6224.970000 sec): 3 clusters
  Score: Raw -5132934.542620 + Penalty 5169.289140 = -5127765.253479
  nChanged 289
		SP:Iteration 29Q (6225.080000 sec): 3 clusters
  Score: Raw -5133011.528121 + Penalty 5169.289140 = -5127842.238981
  nChanged 293
		SP:Iteration 30Q (6225.190000 sec): 3 clusters
  Score: Raw -5133086.533706 + Penalty 5169.289140 = -5127917.244566
  nChanged 271
		SP:Iteration 31Q (6225.300000 sec): 3 clusters
  Score: Raw -5133158.692263 + Penalty 5169.289140 = -5127989.403123
  nChanged 260
		SP:Iteration 32Q (6225.410000 sec): 3 clusters
  Score: Raw -5133229.435067 + Penalty 5169.289140 = -5128060.145927
  nChanged 268
		SP:Iteration 33Q (6225.510000 sec): 3 clusters
  Score: Raw -5133301.864504 + Penalty 5169.289140 = -5128132.575364
  nChanged 243
		SP:Iteration 34Q (6225.620000 sec): 3 clusters
  Score: Raw -5133364.565549 + Penalty 5169.289140 = -5128195.276409
  nChanged 230
		SP:Iteration 35Q (6225.730000 sec): 3 clusters
  Score: Raw -5133419.926290 + Penalty 5169.289140 = -5128250.637149
  nChanged 206
		SP:Iteration 36Q (6225.830000 sec): 3 clusters
  Score: Raw -5133467.400723 + Penalty 5169.289140 = -5128298.111583
  nChanged 192
		SP:Iteration 37Q (6225.940000 sec): 3 clusters
  Score: Raw -5133511.620440 + Penalty 5169.289140 = -5128342.331300
  nChanged 163
		SP:Iteration 38Q (6226.040000 sec): 3 clusters
  Score: Raw -5133554.084450 + Penalty 5169.289140 = -5128384.795310
  nChanged 154
		SP:Iteration 39Q (6226.150000 sec): 3 clusters
  Score: Raw -5133592.555293 + Penalty 5169.289140 = -5128423.266153
  nChanged 136
		SP:Iteration 40F (6226.270000 sec): 3 clusters
  Score: Raw -5133623.125959 + Penalty 5169.289140 = -5128453.836819
  nChanged 127
		SP:Iteration 41Q (6226.370000 sec): 3 clusters
  Score: Raw -5133651.249624 + Penalty 5169.289140 = -5128481.960484
  nChanged 107
		SP:Iteration 42Q (6226.470000 sec): 3 clusters
  Score: Raw -5133673.460567 + Penalty 5169.289140 = -5128504.171427
  nChanged 86
		SP:Iteration 43Q (6226.580000 sec): 3 clusters
  Score: Raw -5133691.941910 + Penalty 5169.289140 = -5128522.652770
  nChanged 85
		SP:Iteration 44Q (6226.680000 sec): 3 clusters
  Score: Raw -5133708.306670 + Penalty 5169.289140 = -5128539.017530
  nChanged 81
		SP:Iteration 45Q (6226.780000 sec): 3 clusters
  Score: Raw -5133722.521941 + Penalty 5169.289140 = -5128553.232801
  nChanged 85
		SP:Iteration 46Q (6226.880000 sec): 3 clusters
  Score: Raw -5133740.044569 + Penalty 5169.289140 = -5128570.755429
  nChanged 98
		SP:Iteration 47Q (6226.980000 sec): 3 clusters
  Score: Raw -5133763.346441 + Penalty 5169.289140 = -5128594.057301
  nChanged 97
		SP:Iteration 48Q (6227.080000 sec): 3 clusters
  Score: Raw -5133790.481396 + Penalty 5169.289140 = -5128621.192256
  nChanged 95
		SP:Iteration 49Q (6227.180000 sec): 3 clusters
  Score: Raw -5133815.262451 + Penalty 5169.289140 = -5128645.973311
  nChanged 84
		SP:Iteration 50Q (6227.280000 sec): 3 clusters
  Score: Raw -5133839.232152 + Penalty 5169.289140 = -5128669.943012
  nChanged 70
		SP:Iteration 51Q (6227.370000 sec): 3 clusters
  Score: Raw -5133855.921472 + Penalty 5169.289140 = -5128686.632332
  nChanged 69
		SP:Iteration 52Q (6227.470000 sec): 3 clusters
  Score: Raw -5133870.286580 + Penalty 5169.289140 = -5128700.997440
  nChanged 55
		SP:Iteration 53Q (6227.570000 sec): 3 clusters
  Score: Raw -5133881.574851 + Penalty 5169.289140 = -5128712.285711
  nChanged 54
		SP:Iteration 54Q (6227.670000 sec): 3 clusters
  Score: Raw -5133892.369112 + Penalty 5169.289140 = -5128723.079972
  nChanged 39
		SP:Iteration 55Q (6227.770000 sec): 3 clusters
  Score: Raw -5133900.034144 + Penalty 5169.289140 = -5128730.745003
  nChanged 47
		SP:Iteration 56Q (6227.860000 sec): 3 clusters
  Score: Raw -5133910.106904 + Penalty 5169.289140 = -5128740.817764
  nChanged 42
		SP:Iteration 57Q (6227.960000 sec): 3 clusters
  Score: Raw -5133919.304619 + Penalty 5169.289140 = -5128750.015478
  nChanged 43
		SP:Iteration 58Q (6228.060000 sec): 3 clusters
  Score: Raw -5133929.100592 + Penalty 5169.289140 = -5128759.811451
  nChanged 45
		SP:Iteration 59Q (6228.150000 sec): 3 clusters
  Score: Raw -5133938.088453 + Penalty 5169.289140 = -5128768.799313
  nChanged 33
		SP:Iteration 60F (6228.280000 sec): 3 clusters
  Score: Raw -5133946.454079 + Penalty 5169.289140 = -5128777.164939
  nChanged 40
		SP:Iteration 61Q (6228.380000 sec): 3 clusters
  Score: Raw -5133953.733609 + Penalty 5169.289140 = -5128784.444469
  nChanged 32
		SP:Iteration 62Q (6228.470000 sec): 3 clusters
  Score: Raw -5133959.892222 + Penalty 5169.289140 = -5128790.603082
  nChanged 31
		SP:Iteration 63Q (6228.570000 sec): 3 clusters
  Score: Raw -5133968.630655 + Penalty 5169.289140 = -5128799.341515
  nChanged 37
		SP:Iteration 64Q (6228.660000 sec): 3 clusters
  Score: Raw -5133978.008088 + Penalty 5169.289140 = -5128808.718948
  nChanged 38
		SP:Iteration 65Q (6228.760000 sec): 3 clusters
  Score: Raw -5133986.588773 + Penalty 5169.289140 = -5128817.299633
  nChanged 47
		SP:Iteration 66Q (6228.850000 sec): 3 clusters
  Score: Raw -5134000.351871 + Penalty 5169.289140 = -5128831.062731
  nChanged 48
		SP:Iteration 67Q (6228.950000 sec): 3 clusters
  Score: Raw -5134013.914395 + Penalty 5169.289140 = -5128844.625255
  nChanged 49
		SP:Iteration 68Q (6229.050000 sec): 3 clusters
  Score: Raw -5134026.615647 + Penalty 5169.289140 = -5128857.326507
  nChanged 47
		SP:Iteration 69Q (6229.140000 sec): 3 clusters
  Score: Raw -5134037.477934 + Penalty 5169.289140 = -5128868.188794
  nChanged 42
		SP:Iteration 70Q (6229.230000 sec): 3 clusters
  Score: Raw -5134047.451327 + Penalty 5169.289140 = -5128878.162187
  nChanged 43
		SP:Iteration 71Q (6229.330000 sec): 3 clusters
  Score: Raw -5134057.729143 + Penalty 5169.289140 = -5128888.440003
  nChanged 31
		SP:Iteration 72Q (6229.420000 sec): 3 clusters
  Score: Raw -5134065.679452 + Penalty 5169.289140 = -5128896.390312
  nChanged 32
		SP:Iteration 73Q (6229.510000 sec): 3 clusters
  Score: Raw -5134074.079636 + Penalty 5169.289140 = -5128904.790496
  nChanged 36
		SP:Iteration 74Q (6229.610000 sec): 3 clusters
  Score: Raw -5134082.623168 + Penalty 5169.289140 = -5128913.334028
  nChanged 34
		SP:Iteration 75Q (6229.710000 sec): 3 clusters
  Score: Raw -5134092.171521 + Penalty 5169.289140 = -5128922.882381
  nChanged 27
		SP:Iteration 76Q (6229.800000 sec): 3 clusters
  Score: Raw -5134098.937712 + Penalty 5169.289140 = -5128929.648572
  nChanged 34
		SP:Iteration 77Q (6229.890000 sec): 3 clusters
  Score: Raw -5134107.390434 + Penalty 5169.289140 = -5128938.101294
  nChanged 30
		SP:Iteration 78Q (6229.990000 sec): 3 clusters
  Score: Raw -5134113.455975 + Penalty 5169.289140 = -5128944.166835
  nChanged 21
		SP:Iteration 79Q (6230.080000 sec): 3 clusters
  Score: Raw -5134118.863018 + Penalty 5169.289140 = -5128949.573878
  nChanged 26
		SP:Iteration 80F (6230.210000 sec): 3 clusters
  Score: Raw -5134126.168627 + Penalty 5169.289140 = -5128956.879487
  nChanged 35
		SP:Iteration 81Q (6230.300000 sec): 3 clusters
  Score: Raw -5134136.055066 + Penalty 5169.289140 = -5128966.765926
  nChanged 30
		SP:Iteration 82Q (6230.390000 sec): 3 clusters
  Score: Raw -5134146.153378 + Penalty 5169.289140 = -5128976.864238
  nChanged 37
		SP:Iteration 83Q (6230.490000 sec): 3 clusters
  Score: Raw -5134157.970444 + Penalty 5169.289140 = -5128988.681304
  nChanged 39
		SP:Iteration 84Q (6230.580000 sec): 3 clusters
  Score: Raw -5134170.764037 + Penalty 5169.289140 = -5129001.474897
  nChanged 42
		SP:Iteration 85Q (6230.680000 sec): 3 clusters
  Score: Raw -5134182.599816 + Penalty 5169.289140 = -5129013.310676
  nChanged 32
		SP:Iteration 86Q (6230.770000 sec): 3 clusters
  Score: Raw -5134191.185131 + Penalty 5169.289140 = -5129021.895991
  nChanged 27
		SP:Iteration 87Q (6230.860000 sec): 3 clusters
  Score: Raw -5134198.986069 + Penalty 5169.289140 = -5129029.696929
  nChanged 27
		SP:Iteration 88Q (6230.960000 sec): 3 clusters
  Score: Raw -5134207.144822 + Penalty 5169.289140 = -5129037.855682
  nChanged 32
		SP:Iteration 89Q (6231.050000 sec): 3 clusters
  Score: Raw -5134217.098593 + Penalty 5169.289140 = -5129047.809453
  nChanged 20
		SP:Iteration 90Q (6231.150000 sec): 3 clusters
  Score: Raw -5134222.228228 + Penalty 5169.289140 = -5129052.939088
  nChanged 17
		SP:Iteration 91Q (6231.240000 sec): 3 clusters
  Score: Raw -5134227.930444 + Penalty 5169.289140 = -5129058.641303
  nChanged 25
		SP:Iteration 92Q (6231.330000 sec): 3 clusters
  Score: Raw -5134236.537485 + Penalty 5169.289140 = -5129067.248345
  nChanged 15
		SP:Iteration 93Q (6231.420000 sec): 3 clusters
  Score: Raw -5134241.498028 + Penalty 5169.289140 = -5129072.208888
  nChanged 15
		SP:Iteration 94Q (6231.510000 sec): 3 clusters
  Score: Raw -5134245.650431 + Penalty 5169.289140 = -5129076.361290
  nChanged 19
		SP:Iteration 95Q (6231.610000 sec): 3 clusters
  Score: Raw -5134250.973622 + Penalty 5169.289140 = -5129081.684482
  nChanged 9
		SP:Iteration 96Q (6231.700000 sec): 3 clusters
  Score: Raw -5134253.144734 + Penalty 5169.289140 = -5129083.855594
  nChanged 13
		SP:Iteration 97Q (6231.790000 sec): 3 clusters
  Score: Raw -5134255.637418 + Penalty 5169.289140 = -5129086.348278
  nChanged 11
		SP:Iteration 98Q (6231.880000 sec): 3 clusters
  Score: Raw -5134258.995463 + Penalty 5169.289140 = -5129089.706323
  nChanged 11
		SP:Iteration 99Q (6231.970000 sec): 3 clusters
  Score: Raw -5134262.142460 + Penalty 5169.289140 = -5129092.853320
  nChanged 8
		SP:Iteration 100F (6232.100000 sec): 3 clusters
  Score: Raw -5134263.416508 + Penalty 5169.289140 = -5129094.127368
  nChanged 6
		SP:Iteration 101Q (6232.190000 sec): 3 clusters
  Score: Raw -5134264.273212 + Penalty 5169.289140 = -5129094.984072
  nChanged 2
		SP:Iteration 102Q (6232.280000 sec): 3 clusters
  Score: Raw -5134264.737830 + Penalty 5169.289140 = -5129095.448690
  nChanged 1
		SP:Iteration 103Q (6232.370000 sec): 3 clusters
  Score: Raw -5134264.923988 + Penalty 5169.289140 = -5129095.634848
  nChanged 2
		SP:Iteration 104Q (6232.460000 sec): 3 clusters
  Score: Raw -5134265.214323 + Penalty 5169.289140 = -5129095.925183
  nChanged 0
		SP:Iteration 105F (6232.590000 sec): 3 clusters
  Score: Raw -5134265.214323 + Penalty 5169.289140 = -5129095.925183
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.600000 sec): 2 clusters
  Score: Raw -140086.188840 + Penalty 1729.902654 = -138356.286186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.610000 sec): 3 clusters
  Score: Raw -139870.877243 + Penalty 3459.805308 = -136411.071935
  nChanged 277
		SP:Iteration 1F (6232.610000 sec): 3 clusters
  Score: Raw -140239.341389 + Penalty 3459.805308 = -136779.536081
  nChanged 103
		SP:Iteration 2F (6232.610000 sec): 3 clusters
  Score: Raw -140420.416957 + Penalty 3459.805308 = -136960.611649
  nChanged 55
		SP:Iteration 3F (6232.620000 sec): 3 clusters
  Score: Raw -140513.566924 + Penalty 3459.805308 = -137053.761616
  nChanged 41
		SP:Iteration 4Q (6232.620000 sec): 3 clusters
  Score: Raw -140575.550255 + Penalty 3459.805308 = -137115.744947
  nChanged 25
		SP:Iteration 5Q (6232.630000 sec): 3 clusters
  Score: Raw -140617.407253 + Penalty 3459.805308 = -137157.601945
  nChanged 13
		SP:Iteration 6Q (6232.630000 sec): 3 clusters
  Score: Raw -140631.511139 + Penalty 3459.805308 = -137171.705831
  nChanged 6
		SP:Iteration 7Q (6232.630000 sec): 3 clusters
  Score: Raw -140635.737743 + Penalty 3459.805308 = -137175.932435
  nChanged 2
		SP:Iteration 8Q (6232.640000 sec): 3 clusters
  Score: Raw -140638.632896 + Penalty 3459.805308 = -137178.827588
  nChanged 2
		SP:Iteration 9Q (6232.640000 sec): 3 clusters
  Score: Raw -140642.992765 + Penalty 3459.805308 = -137183.187457
  nChanged 4
		SP:Iteration 10Q (6232.650000 sec): 3 clusters
  Score: Raw -140647.184090 + Penalty 3459.805308 = -137187.378782
  nChanged 4
		SP:Iteration 11Q (6232.650000 sec): 3 clusters
  Score: Raw -140651.030159 + Penalty 3459.805308 = -137191.224851
  nChanged 2
		SP:Iteration 12Q (6232.650000 sec): 3 clusters
  Score: Raw -140653.845529 + Penalty 3459.805308 = -137194.040221
  nChanged 6
		SP:Iteration 13Q (6232.660000 sec): 3 clusters
  Score: Raw -140663.088723 + Penalty 3459.805308 = -137203.283415
  nChanged 1
		SP:Iteration 14Q (6232.660000 sec): 3 clusters
  Score: Raw -140664.583144 + Penalty 3459.805308 = -137204.777836
  nChanged 0
		SP:Iteration 15F (6232.660000 sec): 3 clusters
  Score: Raw -140664.583144 + Penalty 3459.805308 = -137204.777836
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.670000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.670000 sec): 3 clusters
  Score: Raw -31500.908097 + Penalty 2705.839273 = -28795.068824
  nChanged 23
		SP:Iteration 1F (6232.670000 sec): 3 clusters
  Score: Raw -31594.331919 + Penalty 2705.839273 = -28888.492646
  nChanged 5
		SP:Iteration 2Q (6232.670000 sec): 3 clusters
  Score: Raw -31613.004895 + Penalty 2705.839273 = -28907.165621
  nChanged 1
		SP:Iteration 3Q (6232.670000 sec): 3 clusters
  Score: Raw -31614.381126 + Penalty 2705.839273 = -28908.541853
  nChanged 1
		SP:Iteration 4Q (6232.670000 sec): 3 clusters
  Score: Raw -31616.955376 + Penalty 2705.839273 = -28911.116103
  nChanged 0
		SP:Iteration 5F (6232.670000 sec): 3 clusters
  Score: Raw -31616.955376 + Penalty 2705.839273 = -28911.116103
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.680000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.680000 sec): 3 clusters
  Score: Raw -77810.448411 + Penalty 3172.049753 = -74638.398658
  nChanged 140
		SP:Iteration 1F (6232.680000 sec): 3 clusters
  Score: Raw -78065.778629 + Penalty 3172.049753 = -74893.728876
  nChanged 40
		SP:Iteration 2F (6232.680000 sec): 3 clusters
  Score: Raw -78193.379241 + Penalty 3172.049753 = -75021.329488
  nChanged 25
		SP:Iteration 3Q (6232.690000 sec): 3 clusters
  Score: Raw -78268.059515 + Penalty 3172.049753 = -75096.009762
  nChanged 22
		SP:Iteration 4Q (6232.690000 sec): 3 clusters
  Score: Raw -78344.948445 + Penalty 3172.049753 = -75172.898692
  nChanged 20
		SP:Iteration 5Q (6232.690000 sec): 3 clusters
  Score: Raw -78452.028318 + Penalty 3172.049753 = -75279.978565
  nChanged 24
		SP:Iteration 6Q (6232.690000 sec): 3 clusters
  Score: Raw -78515.808832 + Penalty 3172.049753 = -75343.759079
  nChanged 17
		SP:Iteration 7Q (6232.690000 sec): 3 clusters
  Score: Raw -78568.724781 + Penalty 3172.049753 = -75396.675028
  nChanged 10
		SP:Iteration 8Q (6232.690000 sec): 3 clusters
  Score: Raw -78610.693854 + Penalty 3172.049753 = -75438.644101
  nChanged 9
		SP:Iteration 9Q (6232.700000 sec): 3 clusters
  Score: Raw -78637.975246 + Penalty 3172.049753 = -75465.925494
  nChanged 8
		SP:Iteration 10Q (6232.700000 sec): 3 clusters
  Score: Raw -78671.445116 + Penalty 3172.049753 = -75499.395363
  nChanged 7
		SP:Iteration 11Q (6232.700000 sec): 3 clusters
  Score: Raw -78701.182009 + Penalty 3172.049753 = -75529.132257
  nChanged 6
		SP:Iteration 12Q (6232.700000 sec): 3 clusters
  Score: Raw -78711.914194 + Penalty 3172.049753 = -75539.864441
  nChanged 1
		SP:Iteration 13Q (6232.700000 sec): 3 clusters
  Score: Raw -78714.395926 + Penalty 3172.049753 = -75542.346173
  nChanged 1
		SP:Iteration 14Q (6232.710000 sec): 3 clusters
  Score: Raw -78716.766428 + Penalty 3172.049753 = -75544.716675
  nChanged 0
		SP:Iteration 15F (6232.710000 sec): 3 clusters
  Score: Raw -78718.641815 + Penalty 3172.049753 = -75546.592062
  nChanged 1
		SP:Iteration 16Q (6232.710000 sec): 3 clusters
  Score: Raw -78728.663087 + Penalty 3172.049753 = -75556.613335
  nChanged 1
		SP:Iteration 17Q (6232.710000 sec): 3 clusters
  Score: Raw -78731.979907 + Penalty 3172.049753 = -75559.930154
  nChanged 4
		SP:Iteration 18Q (6232.710000 sec): 3 clusters
  Score: Raw -78749.636921 + Penalty 3172.049753 = -75577.587169
  nChanged 3
		SP:Iteration 19Q (6232.710000 sec): 3 clusters
  Score: Raw -78759.523445 + Penalty 3172.049753 = -75587.473693
  nChanged 1
		SP:Iteration 20F (6232.720000 sec): 3 clusters
  Score: Raw -78762.586284 + Penalty 3172.049753 = -75590.536531
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.720000 sec): 2 clusters
  Score: Raw -23101.134561 + Penalty 1344.292680 = -21756.841881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.720000 sec): 3 clusters
  Score: Raw -23460.858100 + Penalty 2688.585360 = -20772.272741
  nChanged 29
		SP:Iteration 1F (6232.720000 sec): 3 clusters
  Score: Raw -23890.270385 + Penalty 2688.585360 = -21201.685026
  nChanged 20
		SP:Iteration 2F (6232.720000 sec): 3 clusters
  Score: Raw -24031.537984 + Penalty 2688.585360 = -21342.952625
  nChanged 10
		SP:Iteration 3Q (6232.720000 sec): 3 clusters
  Score: Raw -24097.997112 + Penalty 2688.585360 = -21409.411752
  nChanged 2
		SP:Iteration 4Q (6232.730000 sec): 3 clusters
  Score: Raw -24107.572161 + Penalty 2688.585360 = -21418.986802
  nChanged 2
		SP:Iteration 5Q (6232.730000 sec): 3 clusters
  Score: Raw -24117.351175 + Penalty 2688.585360 = -21428.765815
  nChanged 1
		SP:Iteration 6Q (6232.730000 sec): 3 clusters
  Score: Raw -24119.734100 + Penalty 2688.585360 = -21431.148740
  nChanged 1
		SP:Iteration 7Q (6232.730000 sec): 3 clusters
  Score: Raw -24124.619875 + Penalty 2688.585360 = -21436.034515
  nChanged 1
		SP:Iteration 8Q (6232.730000 sec): 3 clusters
  Score: Raw -24131.978954 + Penalty 2688.585360 = -21443.393594
  nChanged 1
		SP:Iteration 9Q (6232.730000 sec): 3 clusters
  Score: Raw -24138.261455 + Penalty 2688.585360 = -21449.676096
  nChanged 1
		SP:Iteration 10Q (6232.730000 sec): 3 clusters
  Score: Raw -24146.045342 + Penalty 2688.585360 = -21457.459982
  nChanged 0
		SP:Iteration 11F (6232.730000 sec): 3 clusters
  Score: Raw -24146.045342 + Penalty 2688.585360 = -21457.459982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.730000 sec): 2 clusters
  Score: Raw -33429.954582 + Penalty 1392.055770 = -32037.898812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.730000 sec): 3 clusters
  Score: Raw -33626.373490 + Penalty 2784.111541 = -30842.261949
  nChanged 40
		SP:Iteration 1F (6232.730000 sec): 3 clusters
  Score: Raw -33829.745317 + Penalty 2784.111541 = -31045.633776
  nChanged 15
		SP:Iteration 2F (6232.740000 sec): 3 clusters
  Score: Raw -33979.894397 + Penalty 2784.111541 = -31195.782857
  nChanged 10
		SP:Iteration 3Q (6232.740000 sec): 3 clusters
  Score: Raw -34059.657927 + Penalty 2784.111541 = -31275.546386
  nChanged 14
		SP:Iteration 4F (6232.740000 sec): 3 clusters
  Score: Raw -34223.206581 + Penalty 2784.111541 = -31439.095040
  nChanged 9
		SP:Iteration 5Q (6232.740000 sec): 3 clusters
  Score: Raw -34320.378586 + Penalty 2784.111541 = -31536.267045
  nChanged 5
		SP:Iteration 6Q (6232.740000 sec): 3 clusters
  Score: Raw -34368.176431 + Penalty 2784.111541 = -31584.064890
  nChanged 2
		SP:Iteration 7Q (6232.740000 sec): 3 clusters
  Score: Raw -34381.371411 + Penalty 2784.111541 = -31597.259871
  nChanged 3
		SP:Iteration 8Q (6232.740000 sec): 3 clusters
  Score: Raw -34406.643666 + Penalty 2784.111541 = -31622.532125
  nChanged 1
		SP:Iteration 9Q (6232.740000 sec): 3 clusters
  Score: Raw -34412.973360 + Penalty 2784.111541 = -31628.861819
  nChanged 1
		SP:Iteration 10Q (6232.740000 sec): 3 clusters
  Score: Raw -34417.161115 + Penalty 2784.111541 = -31633.049574
  nChanged 3
		SP:Iteration 11Q (6232.750000 sec): 3 clusters
  Score: Raw -34447.606093 + Penalty 2784.111541 = -31663.494552
  nChanged 5
		SP:Iteration 12Q (6232.750000 sec): 3 clusters
  Score: Raw -34476.704280 + Penalty 2784.111541 = -31692.592739
  nChanged 1
		SP:Iteration 13Q (6232.750000 sec): 3 clusters
  Score: Raw -34480.261058 + Penalty 2784.111541 = -31696.149517
  nChanged 0
		SP:Iteration 14F (6232.750000 sec): 3 clusters
  Score: Raw -34480.261058 + Penalty 2784.111541 = -31696.149517
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.750000 sec): 2 clusters
  Score: Raw -29409.107282 + Penalty 1334.214544 = -28074.892739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.750000 sec): 3 clusters
  Score: Raw -29605.196379 + Penalty 2668.429087 = -26936.767292
  nChanged 15
		SP:Iteration 1F (6232.750000 sec): 3 clusters
  Score: Raw -29681.098528 + Penalty 2668.429087 = -27012.669441
  nChanged 4
		SP:Iteration 2Q (6232.750000 sec): 3 clusters
  Score: Raw -29710.914650 + Penalty 2668.429087 = -27042.485562
  nChanged 3
		SP:Iteration 3Q (6232.750000 sec): 3 clusters
  Score: Raw -29730.898062 + Penalty 2668.429087 = -27062.468974
  nChanged 0
		SP:Iteration 4F (6232.750000 sec): 3 clusters
  Score: Raw -29730.898062 + Penalty 2668.429087 = -27062.468974
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.760000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.760000 sec): 3 clusters
  Score: Raw -55104.189805 + Penalty 2975.472535 = -52128.717271
  nChanged 62
		SP:Iteration 1F (6232.760000 sec): 3 clusters
  Score: Raw -55230.032290 + Penalty 2975.472535 = -52254.559755
  nChanged 7
		SP:Iteration 2Q (6232.760000 sec): 3 clusters
  Score: Raw -55243.557658 + Penalty 2975.472535 = -52268.085123
  nChanged 1
		SP:Iteration 3Q (6232.770000 sec): 3 clusters
  Score: Raw -55245.543943 + Penalty 2975.472535 = -52270.071408
  nChanged 6
		SP:Iteration 4Q (6232.770000 sec): 3 clusters
  Score: Raw -55263.769637 + Penalty 2975.472535 = -52288.297102
  nChanged 4
		SP:Iteration 5Q (6232.770000 sec): 3 clusters
  Score: Raw -55281.299513 + Penalty 2975.472535 = -52305.826978
  nChanged 5
		SP:Iteration 6Q (6232.770000 sec): 3 clusters
  Score: Raw -55292.043205 + Penalty 2975.472535 = -52316.570671
  nChanged 1
		SP:Iteration 7Q (6232.770000 sec): 3 clusters
  Score: Raw -55294.019737 + Penalty 2975.472535 = -52318.547202
  nChanged 1
		SP:Iteration 8Q (6232.770000 sec): 3 clusters
  Score: Raw -55296.031873 + Penalty 2975.472535 = -52320.559339
  nChanged 2
		SP:Iteration 9Q (6232.770000 sec): 3 clusters
  Score: Raw -55299.979438 + Penalty 2975.472535 = -52324.506903
  nChanged 2
		SP:Iteration 10Q (6232.770000 sec): 3 clusters
  Score: Raw -55305.510522 + Penalty 2975.472535 = -52330.037987
  nChanged 2
		SP:Iteration 11Q (6232.770000 sec): 3 clusters
  Score: Raw -55310.081045 + Penalty 2975.472535 = -52334.608511
  nChanged 3
		SP:Iteration 12Q (6232.780000 sec): 3 clusters
  Score: Raw -55318.326304 + Penalty 2975.472535 = -52342.853770
  nChanged 1
		SP:Iteration 13Q (6232.780000 sec): 3 clusters
  Score: Raw -55319.745729 + Penalty 2975.472535 = -52344.273195
  nChanged 0
		SP:Iteration 14F (6232.780000 sec): 3 clusters
  Score: Raw -55319.745729 + Penalty 2975.472535 = -52344.273195
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.780000 sec): 2 clusters
  Score: Raw -22119.283038 + Penalty 1408.682807 = -20710.600231
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.790000 sec): 3 clusters
  Score: Raw -22499.667008 + Penalty 2817.365614 = -19682.301394
  nChanged 80
		SP:Iteration 1F (6232.790000 sec): 3 clusters
  Score: Raw -23032.045235 + Penalty 2817.365614 = -20214.679621
  nChanged 25
		SP:Iteration 2F (6232.790000 sec): 3 clusters
  Score: Raw -23221.937039 + Penalty 2817.365614 = -20404.571425
  nChanged 6
		SP:Iteration 3Q (6232.790000 sec): 3 clusters
  Score: Raw -23311.391313 + Penalty 2817.365614 = -20494.025699
  nChanged 7
		SP:Iteration 4Q (6232.790000 sec): 3 clusters
  Score: Raw -23390.043645 + Penalty 2817.365614 = -20572.678031
  nChanged 3
		SP:Iteration 5Q (6232.790000 sec): 3 clusters
  Score: Raw -23455.933005 + Penalty 2817.365614 = -20638.567391
  nChanged 3
		SP:Iteration 6Q (6232.790000 sec): 3 clusters
  Score: Raw -23495.886013 + Penalty 2817.365614 = -20678.520399
  nChanged 2
		SP:Iteration 7Q (6232.790000 sec): 3 clusters
  Score: Raw -23516.344653 + Penalty 2817.365614 = -20698.979039
  nChanged 1
		SP:Iteration 8Q (6232.790000 sec): 3 clusters
  Score: Raw -23525.858318 + Penalty 2817.365614 = -20708.492704
  nChanged 2
		SP:Iteration 9Q (6232.790000 sec): 3 clusters
  Score: Raw -23532.681445 + Penalty 2817.365614 = -20715.315831
  nChanged 1
		SP:Iteration 10Q (6232.790000 sec): 3 clusters
  Score: Raw -23535.517114 + Penalty 2817.365614 = -20718.151500
  nChanged 0
		SP:Iteration 11F (6232.790000 sec): 3 clusters
  Score: Raw -23535.517114 + Penalty 2817.365614 = -20718.151500
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 41.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.800000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.800000 sec): 3 clusters
  Score: Raw -29589.915498 + Penalty 2686.385799 = -26903.529699
  nChanged 16
		SP:Iteration 1F (6232.800000 sec): 3 clusters
  Score: Raw -29652.604532 + Penalty 2686.385799 = -26966.218732
  nChanged 5
		SP:Iteration 2Q (6232.800000 sec): 3 clusters
  Score: Raw -29679.225946 + Penalty 2686.385799 = -26992.840146
  nChanged 6
		SP:Iteration 3Q (6232.810000 sec): 3 clusters
  Score: Raw -29705.570251 + Penalty 2686.385799 = -27019.184452
  nChanged 1
		SP:Iteration 4Q (6232.810000 sec): 3 clusters
  Score: Raw -29708.190483 + Penalty 2686.385799 = -27021.804683
  nChanged 0
		SP:Iteration 5F (6232.810000 sec): 3 clusters
  Score: Raw -29708.190483 + Penalty 2686.385799 = -27021.804683
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.810000 sec): 2 clusters
  Score: Raw -45032.003494 + Penalty 1441.162966 = -43590.840528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.810000 sec): 3 clusters
  Score: Raw -45213.514455 + Penalty 2882.325933 = -42331.188522
  nChanged 54
		SP:Iteration 1F (6232.810000 sec): 3 clusters
  Score: Raw -45348.361253 + Penalty 2882.325933 = -42466.035320
  nChanged 14
		SP:Iteration 2Q (6232.810000 sec): 3 clusters
  Score: Raw -45404.548575 + Penalty 2882.325933 = -42522.222642
  nChanged 8
		SP:Iteration 3Q (6232.810000 sec): 3 clusters
  Score: Raw -45433.339200 + Penalty 2882.325933 = -42551.013267
  nChanged 3
		SP:Iteration 4Q (6232.810000 sec): 3 clusters
  Score: Raw -45455.442099 + Penalty 2882.325933 = -42573.116167
  nChanged 1
		SP:Iteration 5Q (6232.820000 sec): 3 clusters
  Score: Raw -45459.615095 + Penalty 2882.325933 = -42577.289162
  nChanged 3
		SP:Iteration 6Q (6232.820000 sec): 3 clusters
  Score: Raw -45477.106164 + Penalty 2882.325933 = -42594.780232
  nChanged 4
		SP:Iteration 7Q (6232.820000 sec): 3 clusters
  Score: Raw -45485.319800 + Penalty 2882.325933 = -42602.993867
  nChanged 2
		SP:Iteration 8Q (6232.820000 sec): 3 clusters
  Score: Raw -45492.723504 + Penalty 2882.325933 = -42610.397571
  nChanged 3
		SP:Iteration 9Q (6232.820000 sec): 3 clusters
  Score: Raw -45511.634301 + Penalty 2882.325933 = -42629.308369
  nChanged 2
		SP:Iteration 10Q (6232.820000 sec): 3 clusters
  Score: Raw -45514.336440 + Penalty 2882.325933 = -42632.010507
  nChanged 0
		SP:Iteration 11F (6232.820000 sec): 3 clusters
  Score: Raw -45514.336440 + Penalty 2882.325933 = -42632.010507
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.830000 sec): 2 clusters
  Score: Raw -55273.799370 + Penalty 1503.241316 = -53770.558054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.830000 sec): 3 clusters
  Score: Raw -55361.927155 + Penalty 3006.482632 = -52355.444524
  nChanged 73
		SP:Iteration 1F (6232.830000 sec): 3 clusters
  Score: Raw -55595.698655 + Penalty 3006.482632 = -52589.216024
  nChanged 21
		SP:Iteration 2Q (6232.830000 sec): 3 clusters
  Score: Raw -55672.322763 + Penalty 3006.482632 = -52665.840131
  nChanged 18
		SP:Iteration 3Q (6232.830000 sec): 3 clusters
  Score: Raw -55748.365637 + Penalty 3006.482632 = -52741.883005
  nChanged 8
		SP:Iteration 4Q (6232.830000 sec): 3 clusters
  Score: Raw -55795.896882 + Penalty 3006.482632 = -52789.414251
  nChanged 6
		SP:Iteration 5Q (6232.840000 sec): 3 clusters
  Score: Raw -55829.086493 + Penalty 3006.482632 = -52822.603861
  nChanged 8
		SP:Iteration 6Q (6232.840000 sec): 3 clusters
  Score: Raw -55900.259949 + Penalty 3006.482632 = -52893.777318
  nChanged 5
		SP:Iteration 7Q (6232.840000 sec): 3 clusters
  Score: Raw -55918.871893 + Penalty 3006.482632 = -52912.389261
  nChanged 4
		SP:Iteration 8Q (6232.840000 sec): 3 clusters
  Score: Raw -55937.370723 + Penalty 3006.482632 = -52930.888092
  nChanged 4
		SP:Iteration 9Q (6232.840000 sec): 3 clusters
  Score: Raw -55957.426958 + Penalty 3006.482632 = -52950.944326
  nChanged 2
		SP:Iteration 10Q (6232.840000 sec): 3 clusters
  Score: Raw -55963.205729 + Penalty 3006.482632 = -52956.723097
  nChanged 2
		SP:Iteration 11Q (6232.850000 sec): 3 clusters
  Score: Raw -55967.856955 + Penalty 3006.482632 = -52961.374323
  nChanged 3
		SP:Iteration 12Q (6232.850000 sec): 3 clusters
  Score: Raw -55972.874184 + Penalty 3006.482632 = -52966.391552
  nChanged 0
		SP:Iteration 13F (6232.850000 sec): 3 clusters
  Score: Raw -55972.874184 + Penalty 3006.482632 = -52966.391552
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 38 (221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.850000 sec): 2 clusters
  Score: Raw -26010.390594 + Penalty 1338.744350 = -24671.646244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.850000 sec): 3 clusters
  Score: Raw -26436.133167 + Penalty 2677.488700 = -23758.644467
  nChanged 37
		SP:Iteration 1F (6232.850000 sec): 3 clusters
  Score: Raw -26618.569373 + Penalty 2677.488700 = -23941.080673
  nChanged 9
		SP:Iteration 2Q (6232.850000 sec): 3 clusters
  Score: Raw -26743.668899 + Penalty 2677.488700 = -24066.180199
  nChanged 6
		SP:Iteration 3Q (6232.850000 sec): 3 clusters
  Score: Raw -26761.372577 + Penalty 2677.488700 = -24083.883877
  nChanged 3
		SP:Iteration 4Q (6232.850000 sec): 3 clusters
  Score: Raw -26772.010649 + Penalty 2677.488700 = -24094.521949
  nChanged 3
		SP:Iteration 5Q (6232.860000 sec): 3 clusters
  Score: Raw -26784.744679 + Penalty 2677.488700 = -24107.255979
  nChanged 5
		SP:Iteration 6Q (6232.860000 sec): 3 clusters
  Score: Raw -26804.117320 + Penalty 2677.488700 = -24126.628620
  nChanged 4
		SP:Iteration 7Q (6232.860000 sec): 3 clusters
  Score: Raw -26817.971002 + Penalty 2677.488700 = -24140.482302
  nChanged 3
		SP:Iteration 8Q (6232.860000 sec): 3 clusters
  Score: Raw -26834.917463 + Penalty 2677.488700 = -24157.428763
  nChanged 3
		SP:Iteration 9Q (6232.860000 sec): 3 clusters
  Score: Raw -26854.377079 + Penalty 2677.488700 = -24176.888379
  nChanged 5
		SP:Iteration 10Q (6232.860000 sec): 3 clusters
  Score: Raw -26881.349500 + Penalty 2677.488700 = -24203.860800
  nChanged 7
		SP:Iteration 11Q (6232.860000 sec): 3 clusters
  Score: Raw -26925.429994 + Penalty 2677.488700 = -24247.941294
  nChanged 6
		SP:Iteration 12Q (6232.860000 sec): 3 clusters
  Score: Raw -26965.719961 + Penalty 2677.488700 = -24288.231261
  nChanged 5
		SP:Iteration 13Q (6232.860000 sec): 3 clusters
  Score: Raw -26998.053548 + Penalty 2677.488700 = -24320.564848
  nChanged 1
		SP:Iteration 14Q (6232.860000 sec): 3 clusters
  Score: Raw -27008.866289 + Penalty 2677.488700 = -24331.377589
  nChanged 0
		SP:Iteration 15F (6232.860000 sec): 3 clusters
  Score: Raw -27009.170792 + Penalty 2677.488700 = -24331.682092
  nChanged 1
		SP:Iteration 16Q (6232.870000 sec): 3 clusters
  Score: Raw -27023.723017 + Penalty 2677.488700 = -24346.234318
  nChanged 0
		SP:Iteration 17F (6232.870000 sec): 3 clusters
  Score: Raw -27023.723017 + Penalty 2677.488700 = -24346.234318
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.870000 sec): 2 clusters
  Score: Raw -68776.888008 + Penalty 1547.588410 = -67229.299598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.870000 sec): 3 clusters
  Score: Raw -68861.797514 + Penalty 3095.176819 = -65766.620695
  nChanged 98
		SP:Iteration 1F (6232.870000 sec): 3 clusters
  Score: Raw -69067.284103 + Penalty 3095.176819 = -65972.107284
  nChanged 31
		SP:Iteration 2F (6232.870000 sec): 3 clusters
  Score: Raw -69144.059103 + Penalty 3095.176819 = -66048.882283
  nChanged 10
		SP:Iteration 3Q (6232.880000 sec): 3 clusters
  Score: Raw -69164.290701 + Penalty 3095.176819 = -66069.113882
  nChanged 4
		SP:Iteration 4Q (6232.880000 sec): 3 clusters
  Score: Raw -69173.529039 + Penalty 3095.176819 = -66078.352220
  nChanged 8
		SP:Iteration 5Q (6232.880000 sec): 3 clusters
  Score: Raw -69191.894947 + Penalty 3095.176819 = -66096.718128
  nChanged 5
		SP:Iteration 6Q (6232.880000 sec): 3 clusters
  Score: Raw -69206.843328 + Penalty 3095.176819 = -66111.666509
  nChanged 7
		SP:Iteration 7Q (6232.890000 sec): 3 clusters
  Score: Raw -69239.014275 + Penalty 3095.176819 = -66143.837456
  nChanged 8
		SP:Iteration 8Q (6232.890000 sec): 3 clusters
  Score: Raw -69280.404433 + Penalty 3095.176819 = -66185.227614
  nChanged 8
		SP:Iteration 9Q (6232.890000 sec): 3 clusters
  Score: Raw -69306.836131 + Penalty 3095.176819 = -66211.659311
  nChanged 3
		SP:Iteration 10Q (6232.890000 sec): 3 clusters
  Score: Raw -69312.623882 + Penalty 3095.176819 = -66217.447063
  nChanged 1
		SP:Iteration 11Q (6232.890000 sec): 3 clusters
  Score: Raw -69315.185820 + Penalty 3095.176819 = -66220.009001
  nChanged 1
		SP:Iteration 12Q (6232.890000 sec): 3 clusters
  Score: Raw -69317.842682 + Penalty 3095.176819 = -66222.665862
  nChanged 1
		SP:Iteration 13Q (6232.890000 sec): 3 clusters
  Score: Raw -69322.810721 + Penalty 3095.176819 = -66227.633902
  nChanged 1
		SP:Iteration 14Q (6232.890000 sec): 3 clusters
  Score: Raw -69324.231723 + Penalty 3095.176819 = -66229.054903
  nChanged 1
		SP:Iteration 15Q (6232.900000 sec): 3 clusters
  Score: Raw -69325.278118 + Penalty 3095.176819 = -66230.101299
  nChanged 0
		SP:Iteration 16F (6232.900000 sec): 3 clusters
  Score: Raw -69325.278118 + Penalty 3095.176819 = -66230.101299
  nChanged 0
Deleting Class 39 (359 points): Lose 2997.386500 but Gain 3374.686117
Iteration 179Q (6243.960000 sec): 41 clusters
  Score: Raw -117640985.137258 + Penalty 134987.444692 = -117505997.692566
  nChanged 384
Iteration 180F (6287.450000 sec): 41 clusters
  Score: Raw -117642208.657814 + Penalty 134987.444692 = -117507221.213122
  nChanged 157
Iteration 181Q (6298.410000 sec): 41 clusters
  Score: Raw -117642519.323695 + Penalty 134987.444692 = -117507531.879003
  nChanged 90
Iteration 182Q (6309.310000 sec): 41 clusters
  Score: Raw -117642611.319381 + Penalty 134987.444692 = -117507623.874689
  nChanged 45
Iteration 183Q (6320.200000 sec): 41 clusters
  Score: Raw -117642631.954084 + Penalty 134987.444692 = -117507644.509392
  nChanged 37
Iteration 184Q (6331.120000 sec): 41 clusters
  Score: Raw -117642647.032334 + Penalty 134987.444692 = -117507659.587642
  nChanged 23
Iteration 185Q (6341.810000 sec): 41 clusters
  Score: Raw -117642664.470348 + Penalty 134987.444692 = -117507677.025656
  nChanged 19
Iteration 186Q (6352.330000 sec): 41 clusters
  Score: Raw -117642671.352317 + Penalty 134987.444692 = -117507683.907625
  nChanged 23
Iteration 187Q (6362.890000 sec): 41 clusters
  Score: Raw -117642705.216646 + Penalty 134987.444692 = -117507717.771954
  nChanged 15
Iteration 188Q (6373.430000 sec): 41 clusters
  Score: Raw -117642715.362433 + Penalty 134987.444692 = -117507727.917741
  nChanged 11
Iteration 189Q (6384.000000 sec): 41 clusters
  Score: Raw -117642733.797918 + Penalty 134987.444692 = -117507746.353226
  nChanged 10
Iteration 190Q (6394.540000 sec): 41 clusters
  Score: Raw -117642741.641863 + Penalty 134987.444692 = -117507754.197171
  nChanged 8
Iteration 191Q (6405.080000 sec): 41 clusters
  Score: Raw -117642742.230345 + Penalty 134987.444692 = -117507754.785653
  nChanged 10
Iteration 192Q (6415.660000 sec): 41 clusters
  Score: Raw -117642742.446261 + Penalty 134987.444692 = -117507755.001569
  nChanged 15
Iteration 193Q (6426.210000 sec): 41 clusters
  Score: Raw -117642742.709418 + Penalty 134987.444692 = -117507755.264726
  nChanged 10
Iteration 194Q (6437.040000 sec): 41 clusters
  Score: Raw -117642743.069810 + Penalty 134987.444692 = -117507755.625118
  nChanged 9
Iteration 195Q (6447.970000 sec): 41 clusters
  Score: Raw -117642743.320188 + Penalty 134987.444692 = -117507755.875496
  nChanged 10
Iteration 196Q (6458.890000 sec): 41 clusters
  Score: Raw -117642744.108273 + Penalty 134987.444692 = -117507756.663581
  nChanged 7
Iteration 197Q (6469.780000 sec): 41 clusters
  Score: Raw -117642744.325489 + Penalty 134987.444692 = -117507756.880797
  nChanged 13
Iteration 198Q (6480.700000 sec): 41 clusters
  Score: Raw -117642744.645599 + Penalty 134987.444692 = -117507757.200907
  nChanged 16
Iteration 199Q (6491.590000 sec): 41 clusters
  Score: Raw -117642745.083986 + Penalty 134987.444692 = -117507757.639294
  nChanged 16
Iteration 200F (6535.170000 sec): 41 clusters
  Score: Raw -117642755.816002 + Penalty 134987.444692 = -117507768.371310
  nChanged 23
Iteration 201Q (6546.060000 sec): 41 clusters
  Score: Raw -117642933.444149 + Penalty 134987.444692 = -117507945.999457
  nChanged 31
Iteration 202Q (6556.970000 sec): 41 clusters
  Score: Raw -117643021.135640 + Penalty 134987.444692 = -117508033.690948
  nChanged 28
Iteration 203Q (6567.880000 sec): 41 clusters
  Score: Raw -117643038.994308 + Penalty 134987.444692 = -117508051.549616
  nChanged 24
Iteration 204Q (6578.800000 sec): 41 clusters
  Score: Raw -117643052.902826 + Penalty 134987.444692 = -117508065.458134
  nChanged 16
Iteration 205Q (6589.720000 sec): 41 clusters
  Score: Raw -117643053.199258 + Penalty 134987.444692 = -117508065.754566
  nChanged 19
Iteration 206Q (6600.630000 sec): 41 clusters
  Score: Raw -117643053.518853 + Penalty 134987.444692 = -117508066.074161
  nChanged 22
Iteration 207Q (6611.510000 sec): 41 clusters
  Score: Raw -117643053.876708 + Penalty 134987.444692 = -117508066.432016
  nChanged 23
Iteration 208Q (6622.390000 sec): 41 clusters
  Score: Raw -117643054.116067 + Penalty 134987.444692 = -117508066.671375
  nChanged 16
Iteration 209Q (6633.290000 sec): 41 clusters
  Score: Raw -117643054.358348 + Penalty 134987.444692 = -117508066.913656
  nChanged 12
Iteration 210Q (6644.180000 sec): 41 clusters
  Score: Raw -117643054.683746 + Penalty 134987.444692 = -117508067.239054
  nChanged 21
Iteration 211Q (6655.060000 sec): 41 clusters
  Score: Raw -117643054.984489 + Penalty 134987.444692 = -117508067.539797
  nChanged 15
Iteration 212Q (6665.950000 sec): 41 clusters
  Score: Raw -117643055.281357 + Penalty 134987.444692 = -117508067.836665
  nChanged 11
Iteration 213Q (6676.830000 sec): 41 clusters
  Score: Raw -117643055.428401 + Penalty 134987.444692 = -117508067.983709
  nChanged 7
Iteration 214Q (6687.730000 sec): 41 clusters
  Score: Raw -117643055.603816 + Penalty 134987.444692 = -117508068.159124
  nChanged 7
Iteration 215Q (6698.620000 sec): 41 clusters
  Score: Raw -117643055.712579 + Penalty 134987.444692 = -117508068.267887
  nChanged 5
Iteration 216Q (6709.560000 sec): 41 clusters
  Score: Raw -117643055.802514 + Penalty 134987.444692 = -117508068.357822
  nChanged 1
Iteration 217Q (6720.490000 sec): 41 clusters
  Score: Raw -117643055.817483 + Penalty 134987.444692 = -117508068.372791
  nChanged 2
Iteration 218Q (6731.400000 sec): 41 clusters
  Score: Raw -117643055.830250 + Penalty 134987.444692 = -117508068.385558
  nChanged 2
Writing temp clu file 
Because OldScore, -117508068.372791, is greater than current (better) Score,-117508068.385558 
 Compute initial score before splitting:   Score: Raw -117643055.830250 + Penalty 134987.444692 = -117508068.385558
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6731.540000 sec): 2 clusters
  Score: Raw -1048042.454021 + Penalty 2200.828394 = -1045841.625627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6731.570000 sec): 3 clusters
  Score: Raw -1044424.376365 + Penalty 4401.656787 = -1040022.719578
  nChanged 2820
		SP:Iteration 1F (6731.600000 sec): 3 clusters
  Score: Raw -1045969.885673 + Penalty 4401.656787 = -1041568.228886
  nChanged 532
		SP:Iteration 2F (6731.620000 sec): 3 clusters
  Score: Raw -1046232.869851 + Penalty 4401.656787 = -1041831.213064
  nChanged 357
		SP:Iteration 3Q (6731.650000 sec): 3 clusters
  Score: Raw -1046398.973173 + Penalty 4401.656787 = -1041997.316386
  nChanged 282
		SP:Iteration 4Q (6731.670000 sec): 3 clusters
  Score: Raw -1046536.774422 + Penalty 4401.656787 = -1042135.117635
  nChanged 245
		SP:Iteration 5Q (6731.700000 sec): 3 clusters
  Score: Raw -1046656.449947 + Penalty 4401.656787 = -1042254.793160
  nChanged 215
		SP:Iteration 6Q (6731.730000 sec): 3 clusters
  Score: Raw -1046759.076743 + Penalty 4401.656787 = -1042357.419956
  nChanged 214
		SP:Iteration 7Q (6731.750000 sec): 3 clusters
  Score: Raw -1046852.910694 + Penalty 4401.656787 = -1042451.253907
  nChanged 185
		SP:Iteration 8Q (6731.780000 sec): 3 clusters
  Score: Raw -1046934.153396 + Penalty 4401.656787 = -1042532.496609
  nChanged 169
		SP:Iteration 9Q (6731.800000 sec): 3 clusters
  Score: Raw -1047013.474814 + Penalty 4401.656787 = -1042611.818027
  nChanged 173
		SP:Iteration 10Q (6731.830000 sec): 3 clusters
  Score: Raw -1047090.630725 + Penalty 4401.656787 = -1042688.973938
  nChanged 156
		SP:Iteration 11Q (6731.860000 sec): 3 clusters
  Score: Raw -1047164.152142 + Penalty 4401.656787 = -1042762.495355
  nChanged 170
		SP:Iteration 12Q (6731.880000 sec): 3 clusters
  Score: Raw -1047247.441706 + Penalty 4401.656787 = -1042845.784919
  nChanged 177
		SP:Iteration 13Q (6731.910000 sec): 3 clusters
  Score: Raw -1047328.630348 + Penalty 4401.656787 = -1042926.973561
  nChanged 153
		SP:Iteration 14Q (6731.930000 sec): 3 clusters
  Score: Raw -1047396.727366 + Penalty 4401.656787 = -1042995.070579
  nChanged 148
		SP:Iteration 15Q (6731.960000 sec): 3 clusters
  Score: Raw -1047460.110543 + Penalty 4401.656787 = -1043058.453756
  nChanged 143
		SP:Iteration 16Q (6731.980000 sec): 3 clusters
  Score: Raw -1047517.111252 + Penalty 4401.656787 = -1043115.454465
  nChanged 112
		SP:Iteration 17Q (6732.010000 sec): 3 clusters
  Score: Raw -1047563.002992 + Penalty 4401.656787 = -1043161.346205
  nChanged 100
		SP:Iteration 18Q (6732.040000 sec): 3 clusters
  Score: Raw -1047602.773893 + Penalty 4401.656787 = -1043201.117106
  nChanged 87
		SP:Iteration 19Q (6732.060000 sec): 3 clusters
  Score: Raw -1047640.094305 + Penalty 4401.656787 = -1043238.437518
  nChanged 101
		SP:Iteration 20F (6732.090000 sec): 3 clusters
  Score: Raw -1047679.507276 + Penalty 4401.656787 = -1043277.850488
  nChanged 83
		SP:Iteration 21Q (6732.110000 sec): 3 clusters
  Score: Raw -1047708.090989 + Penalty 4401.656787 = -1043306.434202
  nChanged 78
		SP:Iteration 22Q (6732.140000 sec): 3 clusters
  Score: Raw -1047738.330570 + Penalty 4401.656787 = -1043336.673783
  nChanged 78
		SP:Iteration 23Q (6732.160000 sec): 3 clusters
  Score: Raw -1047767.844403 + Penalty 4401.656787 = -1043366.187616
  nChanged 79
		SP:Iteration 24Q (6732.190000 sec): 3 clusters
  Score: Raw -1047797.041549 + Penalty 4401.656787 = -1043395.384761
  nChanged 69
		SP:Iteration 25Q (6732.220000 sec): 3 clusters
  Score: Raw -1047830.148627 + Penalty 4401.656787 = -1043428.491840
  nChanged 81
		SP:Iteration 26Q (6732.240000 sec): 3 clusters
  Score: Raw -1047864.728482 + Penalty 4401.656787 = -1043463.071695
  nChanged 76
		SP:Iteration 27Q (6732.260000 sec): 3 clusters
  Score: Raw -1047897.906863 + Penalty 4401.656787 = -1043496.250076
  nChanged 64
		SP:Iteration 28Q (6732.290000 sec): 3 clusters
  Score: Raw -1047925.134426 + Penalty 4401.656787 = -1043523.477639
  nChanged 56
		SP:Iteration 29Q (6732.320000 sec): 3 clusters
  Score: Raw -1047946.819003 + Penalty 4401.656787 = -1043545.162216
  nChanged 44
		SP:Iteration 30Q (6732.340000 sec): 3 clusters
  Score: Raw -1047964.038738 + Penalty 4401.656787 = -1043562.381951
  nChanged 49
		SP:Iteration 31Q (6732.370000 sec): 3 clusters
  Score: Raw -1047984.105658 + Penalty 4401.656787 = -1043582.448871
  nChanged 38
		SP:Iteration 32Q (6732.390000 sec): 3 clusters
  Score: Raw -1047997.810285 + Penalty 4401.656787 = -1043596.153498
  nChanged 36
		SP:Iteration 33Q (6732.420000 sec): 3 clusters
  Score: Raw -1048013.421514 + Penalty 4401.656787 = -1043611.764727
  nChanged 29
		SP:Iteration 34Q (6732.440000 sec): 3 clusters
  Score: Raw -1048025.917007 + Penalty 4401.656787 = -1043624.260220
  nChanged 30
		SP:Iteration 35Q (6732.470000 sec): 3 clusters
  Score: Raw -1048038.319348 + Penalty 4401.656787 = -1043636.662561
  nChanged 33
		SP:Iteration 36Q (6732.490000 sec): 3 clusters
  Score: Raw -1048053.504252 + Penalty 4401.656787 = -1043651.847465
  nChanged 31
		SP:Iteration 37Q (6732.520000 sec): 3 clusters
  Score: Raw -1048071.017669 + Penalty 4401.656787 = -1043669.360882
  nChanged 37
		SP:Iteration 38Q (6732.540000 sec): 3 clusters
  Score: Raw -1048088.695756 + Penalty 4401.656787 = -1043687.038969
  nChanged 20
		SP:Iteration 39Q (6732.570000 sec): 3 clusters
  Score: Raw -1048098.199347 + Penalty 4401.656787 = -1043696.542560
  nChanged 21
		SP:Iteration 40F (6732.590000 sec): 3 clusters
  Score: Raw -1048107.637406 + Penalty 4401.656787 = -1043705.980619
  nChanged 18
		SP:Iteration 41Q (6732.620000 sec): 3 clusters
  Score: Raw -1048117.292199 + Penalty 4401.656787 = -1043715.635412
  nChanged 23
		SP:Iteration 42Q (6732.640000 sec): 3 clusters
  Score: Raw -1048129.618312 + Penalty 4401.656787 = -1043727.961525
  nChanged 20
		SP:Iteration 43Q (6732.670000 sec): 3 clusters
  Score: Raw -1048139.342200 + Penalty 4401.656787 = -1043737.685412
  nChanged 14
		SP:Iteration 44Q (6732.690000 sec): 3 clusters
  Score: Raw -1048146.596352 + Penalty 4401.656787 = -1043744.939565
  nChanged 19
		SP:Iteration 45Q (6732.720000 sec): 3 clusters
  Score: Raw -1048156.619165 + Penalty 4401.656787 = -1043754.962377
  nChanged 19
		SP:Iteration 46Q (6732.740000 sec): 3 clusters
  Score: Raw -1048167.850715 + Penalty 4401.656787 = -1043766.193928
  nChanged 21
		SP:Iteration 47Q (6732.770000 sec): 3 clusters
  Score: Raw -1048176.319376 + Penalty 4401.656787 = -1043774.662589
  nChanged 15
		SP:Iteration 48Q (6732.790000 sec): 3 clusters
  Score: Raw -1048183.644873 + Penalty 4401.656787 = -1043781.988085
  nChanged 13
		SP:Iteration 49Q (6732.820000 sec): 3 clusters
  Score: Raw -1048190.344717 + Penalty 4401.656787 = -1043788.687930
  nChanged 12
		SP:Iteration 50Q (6732.840000 sec): 3 clusters
  Score: Raw -1048194.248916 + Penalty 4401.656787 = -1043792.592129
  nChanged 9
		SP:Iteration 51Q (6732.860000 sec): 3 clusters
  Score: Raw -1048197.670111 + Penalty 4401.656787 = -1043796.013324
  nChanged 8
		SP:Iteration 52Q (6732.890000 sec): 3 clusters
  Score: Raw -1048201.176080 + Penalty 4401.656787 = -1043799.519293
  nChanged 5
		SP:Iteration 53Q (6732.910000 sec): 3 clusters
  Score: Raw -1048203.434301 + Penalty 4401.656787 = -1043801.777514
  nChanged 5
		SP:Iteration 54Q (6732.940000 sec): 3 clusters
  Score: Raw -1048204.761159 + Penalty 4401.656787 = -1043803.104372
  nChanged 4
		SP:Iteration 55Q (6732.960000 sec): 3 clusters
  Score: Raw -1048206.690418 + Penalty 4401.656787 = -1043805.033631
  nChanged 9
		SP:Iteration 56Q (6732.990000 sec): 3 clusters
  Score: Raw -1048210.298104 + Penalty 4401.656787 = -1043808.641316
  nChanged 5
		SP:Iteration 57Q (6733.020000 sec): 3 clusters
  Score: Raw -1048212.489329 + Penalty 4401.656787 = -1043810.832542
  nChanged 3
		SP:Iteration 58Q (6733.040000 sec): 3 clusters
  Score: Raw -1048213.993284 + Penalty 4401.656787 = -1043812.336497
  nChanged 1
		SP:Iteration 59Q (6733.070000 sec): 3 clusters
  Score: Raw -1048214.432047 + Penalty 4401.656787 = -1043812.775260
  nChanged 1
		SP:Iteration 60F (6733.090000 sec): 3 clusters
  Score: Raw -1048215.120827 + Penalty 4401.656787 = -1043813.464040
  nChanged 2
		SP:Iteration 61Q (6733.120000 sec): 3 clusters
  Score: Raw -1048216.666163 + Penalty 4401.656787 = -1043815.009375
  nChanged 3
		SP:Iteration 62Q (6733.140000 sec): 3 clusters
  Score: Raw -1048217.699178 + Penalty 4401.656787 = -1043816.042391
  nChanged 1
		SP:Iteration 63Q (6733.170000 sec): 3 clusters
  Score: Raw -1048217.941504 + Penalty 4401.656787 = -1043816.284717
  nChanged 0
		SP:Iteration 64F (6733.190000 sec): 3 clusters
  Score: Raw -1048217.941504 + Penalty 4401.656787 = -1043816.284717
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6733.210000 sec): 2 clusters
  Score: Raw -1060798.668335 + Penalty 2207.505127 = -1058591.163208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6733.240000 sec): 3 clusters
  Score: Raw -1056983.523501 + Penalty 4415.010255 = -1052568.513246
  nChanged 2947
		SP:Iteration 1F (6733.270000 sec): 3 clusters
  Score: Raw -1058596.487159 + Penalty 4415.010255 = -1054181.476904
  nChanged 564
		SP:Iteration 2F (6733.290000 sec): 3 clusters
  Score: Raw -1058898.482465 + Penalty 4415.010255 = -1054483.472210
  nChanged 403
		SP:Iteration 3F (6733.320000 sec): 3 clusters
  Score: Raw -1059091.882028 + Penalty 4415.010255 = -1054676.871773
  nChanged 306
		SP:Iteration 4Q (6733.350000 sec): 3 clusters
  Score: Raw -1059230.663093 + Penalty 4415.010255 = -1054815.652838
  nChanged 254
		SP:Iteration 5Q (6733.370000 sec): 3 clusters
  Score: Raw -1059348.450556 + Penalty 4415.010255 = -1054933.440302
  nChanged 243
		SP:Iteration 6Q (6733.400000 sec): 3 clusters
  Score: Raw -1059456.395922 + Penalty 4415.010255 = -1055041.385667
  nChanged 195
		SP:Iteration 7Q (6733.430000 sec): 3 clusters
  Score: Raw -1059538.857306 + Penalty 4415.010255 = -1055123.847051
  nChanged 172
		SP:Iteration 8Q (6733.450000 sec): 3 clusters
  Score: Raw -1059615.794794 + Penalty 4415.010255 = -1055200.784540
  nChanged 162
		SP:Iteration 9Q (6733.480000 sec): 3 clusters
  Score: Raw -1059686.183634 + Penalty 4415.010255 = -1055271.173379
  nChanged 176
		SP:Iteration 10Q (6733.510000 sec): 3 clusters
  Score: Raw -1059754.621454 + Penalty 4415.010255 = -1055339.611200
  nChanged 147
		SP:Iteration 11Q (6733.530000 sec): 3 clusters
  Score: Raw -1059815.116641 + Penalty 4415.010255 = -1055400.106386
  nChanged 137
		SP:Iteration 12Q (6733.560000 sec): 3 clusters
  Score: Raw -1059869.190460 + Penalty 4415.010255 = -1055454.180206
  nChanged 134
		SP:Iteration 13Q (6733.590000 sec): 3 clusters
  Score: Raw -1059927.900550 + Penalty 4415.010255 = -1055512.890295
  nChanged 139
		SP:Iteration 14Q (6733.610000 sec): 3 clusters
  Score: Raw -1059992.048164 + Penalty 4415.010255 = -1055577.037910
  nChanged 140
		SP:Iteration 15Q (6733.640000 sec): 3 clusters
  Score: Raw -1060056.672469 + Penalty 4415.010255 = -1055641.662215
  nChanged 154
		SP:Iteration 16Q (6733.670000 sec): 3 clusters
  Score: Raw -1060131.401048 + Penalty 4415.010255 = -1055716.390794
  nChanged 168
		SP:Iteration 17Q (6733.690000 sec): 3 clusters
  Score: Raw -1060222.706203 + Penalty 4415.010255 = -1055807.695948
  nChanged 172
		SP:Iteration 18Q (6733.720000 sec): 3 clusters
  Score: Raw -1060325.095348 + Penalty 4415.010255 = -1055910.085093
  nChanged 189
		SP:Iteration 19Q (6733.740000 sec): 3 clusters
  Score: Raw -1060429.284577 + Penalty 4415.010255 = -1056014.274322
  nChanged 140
		SP:Iteration 20F (6733.770000 sec): 3 clusters
  Score: Raw -1060495.409410 + Penalty 4415.010255 = -1056080.399156
  nChanged 126
		SP:Iteration 21Q (6733.790000 sec): 3 clusters
  Score: Raw -1060555.924803 + Penalty 4415.010255 = -1056140.914548
  nChanged 104
		SP:Iteration 22Q (6733.820000 sec): 3 clusters
  Score: Raw -1060611.851760 + Penalty 4415.010255 = -1056196.841506
  nChanged 103
		SP:Iteration 23Q (6733.850000 sec): 3 clusters
  Score: Raw -1060666.618495 + Penalty 4415.010255 = -1056251.608240
  nChanged 88
		SP:Iteration 24Q (6733.870000 sec): 3 clusters
  Score: Raw -1060709.695475 + Penalty 4415.010255 = -1056294.685220
  nChanged 71
		SP:Iteration 25Q (6733.900000 sec): 3 clusters
  Score: Raw -1060736.496224 + Penalty 4415.010255 = -1056321.485969
  nChanged 50
		SP:Iteration 26Q (6733.920000 sec): 3 clusters
  Score: Raw -1060752.710890 + Penalty 4415.010255 = -1056337.700635
  nChanged 43
		SP:Iteration 27Q (6733.950000 sec): 3 clusters
  Score: Raw -1060765.188574 + Penalty 4415.010255 = -1056350.178319
  nChanged 41
		SP:Iteration 28Q (6733.970000 sec): 3 clusters
  Score: Raw -1060781.867593 + Penalty 4415.010255 = -1056366.857338
  nChanged 38
		SP:Iteration 29Q (6734.000000 sec): 3 clusters
  Score: Raw -1060795.563226 + Penalty 4415.010255 = -1056380.552971
  nChanged 38
		SP:Iteration 30Q (6734.020000 sec): 3 clusters
  Score: Raw -1060806.207648 + Penalty 4415.010255 = -1056391.197394
  nChanged 36
		SP:Iteration 31Q (6734.050000 sec): 3 clusters
  Score: Raw -1060818.113047 + Penalty 4415.010255 = -1056403.102793
  nChanged 31
		SP:Iteration 32Q (6734.070000 sec): 3 clusters
  Score: Raw -1060826.610018 + Penalty 4415.010255 = -1056411.599763
  nChanged 25
		SP:Iteration 33Q (6734.100000 sec): 3 clusters
  Score: Raw -1060834.682970 + Penalty 4415.010255 = -1056419.672715
  nChanged 20
		SP:Iteration 34Q (6734.120000 sec): 3 clusters
  Score: Raw -1060842.037837 + Penalty 4415.010255 = -1056427.027583
  nChanged 25
		SP:Iteration 35Q (6734.150000 sec): 3 clusters
  Score: Raw -1060847.958006 + Penalty 4415.010255 = -1056432.947751
  nChanged 20
		SP:Iteration 36Q (6734.170000 sec): 3 clusters
  Score: Raw -1060853.157206 + Penalty 4415.010255 = -1056438.146951
  nChanged 14
		SP:Iteration 37Q (6734.200000 sec): 3 clusters
  Score: Raw -1060856.250444 + Penalty 4415.010255 = -1056441.240189
  nChanged 8
		SP:Iteration 38Q (6734.220000 sec): 3 clusters
  Score: Raw -1060858.007340 + Penalty 4415.010255 = -1056442.997086
  nChanged 3
		SP:Iteration 39Q (6734.250000 sec): 3 clusters
  Score: Raw -1060858.419563 + Penalty 4415.010255 = -1056443.409308
  nChanged 3
		SP:Iteration 40F (6734.270000 sec): 3 clusters
  Score: Raw -1060859.151133 + Penalty 4415.010255 = -1056444.140878
  nChanged 4
		SP:Iteration 41Q (6734.300000 sec): 3 clusters
  Score: Raw -1060860.106253 + Penalty 4415.010255 = -1056445.095998
  nChanged 3
		SP:Iteration 42Q (6734.330000 sec): 3 clusters
  Score: Raw -1060860.431113 + Penalty 4415.010255 = -1056445.420858
  nChanged 1
		SP:Iteration 43Q (6734.350000 sec): 3 clusters
  Score: Raw -1060860.562328 + Penalty 4415.010255 = -1056445.552073
  nChanged 1
		SP:Iteration 44Q (6734.370000 sec): 3 clusters
  Score: Raw -1060860.626349 + Penalty 4415.010255 = -1056445.616094
  nChanged 1
		SP:Iteration 45Q (6734.400000 sec): 3 clusters
  Score: Raw -1060860.686770 + Penalty 4415.010255 = -1056445.676515
  nChanged 1
		SP:Iteration 46Q (6734.420000 sec): 3 clusters
  Score: Raw -1060860.815944 + Penalty 4415.010255 = -1056445.805690
  nChanged 0
		SP:Iteration 47F (6734.450000 sec): 3 clusters
  Score: Raw -1060860.815944 + Penalty 4415.010255 = -1056445.805690
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6734.540000 sec): 2 clusters
  Score: Raw -4013511.325887 + Penalty 2532.029182 = -4010979.296705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6734.640000 sec): 3 clusters
  Score: Raw -3997253.397335 + Penalty 5064.058364 = -3992189.338971
  nChanged 12311
		SP:Iteration 1F (6734.740000 sec): 3 clusters
  Score: Raw -4003771.099468 + Penalty 5064.058364 = -3998707.041104
  nChanged 1250
		SP:Iteration 2Q (6734.850000 sec): 3 clusters
  Score: Raw -4004152.214045 + Penalty 5064.058364 = -3999088.155681
  nChanged 1075
		SP:Iteration 3Q (6734.950000 sec): 3 clusters
  Score: Raw -4004451.324243 + Penalty 5064.058364 = -3999387.265878
  nChanged 929
		SP:Iteration 4Q (6735.050000 sec): 3 clusters
  Score: Raw -4004693.504475 + Penalty 5064.058364 = -3999629.446111
  nChanged 812
		SP:Iteration 5Q (6735.150000 sec): 3 clusters
  Score: Raw -4004887.553128 + Penalty 5064.058364 = -3999823.494764
  nChanged 701
		SP:Iteration 6Q (6735.250000 sec): 3 clusters
  Score: Raw -4005065.149713 + Penalty 5064.058364 = -4000001.091349
  nChanged 681
		SP:Iteration 7Q (6735.350000 sec): 3 clusters
  Score: Raw -4005233.570830 + Penalty 5064.058364 = -4000169.512466
  nChanged 623
		SP:Iteration 8Q (6735.450000 sec): 3 clusters
  Score: Raw -4005399.834173 + Penalty 5064.058364 = -4000335.775809
  nChanged 627
		SP:Iteration 9Q (6735.560000 sec): 3 clusters
  Score: Raw -4005593.519000 + Penalty 5064.058364 = -4000529.460636
  nChanged 683
		SP:Iteration 10Q (6735.660000 sec): 3 clusters
  Score: Raw -4005853.039004 + Penalty 5064.058364 = -4000788.980639
  nChanged 831
		SP:Iteration 11Q (6735.760000 sec): 3 clusters
  Score: Raw -4006227.844146 + Penalty 5064.058364 = -4001163.785781
  nChanged 930
		SP:Iteration 12Q (6735.860000 sec): 3 clusters
  Score: Raw -4006718.627196 + Penalty 5064.058364 = -4001654.568832
  nChanged 1106
		SP:Iteration 13Q (6735.960000 sec): 3 clusters
  Score: Raw -4007406.822955 + Penalty 5064.058364 = -4002342.764590
  nChanged 1207
		SP:Iteration 14Q (6736.060000 sec): 3 clusters
  Score: Raw -4008235.279986 + Penalty 5064.058364 = -4003171.221622
  nChanged 1262
		SP:Iteration 15Q (6736.160000 sec): 3 clusters
  Score: Raw -4009186.673822 + Penalty 5064.058364 = -4004122.615458
  nChanged 1260
		SP:Iteration 16Q (6736.260000 sec): 3 clusters
  Score: Raw -4010176.182686 + Penalty 5064.058364 = -4005112.124322
  nChanged 1160
		SP:Iteration 17Q (6736.350000 sec): 3 clusters
  Score: Raw -4011035.386516 + Penalty 5064.058364 = -4005971.328152
  nChanged 952
		SP:Iteration 18Q (6736.440000 sec): 3 clusters
  Score: Raw -4011713.883775 + Penalty 5064.058364 = -4006649.825411
  nChanged 782
		SP:Iteration 19Q (6736.530000 sec): 3 clusters
  Score: Raw -4012260.889287 + Penalty 5064.058364 = -4007196.830923
  nChanged 617
		SP:Iteration 20F (6736.630000 sec): 3 clusters
  Score: Raw -4012689.941294 + Penalty 5064.058364 = -4007625.882929
  nChanged 476
		SP:Iteration 21Q (6736.710000 sec): 3 clusters
  Score: Raw -4013012.260500 + Penalty 5064.058364 = -4007948.202136
  nChanged 329
		SP:Iteration 22Q (6736.790000 sec): 3 clusters
  Score: Raw -4013229.637773 + Penalty 5064.058364 = -4008165.579409
  nChanged 249
		SP:Iteration 23Q (6736.870000 sec): 3 clusters
  Score: Raw -4013391.213885 + Penalty 5064.058364 = -4008327.155521
  nChanged 163
		SP:Iteration 24Q (6736.950000 sec): 3 clusters
  Score: Raw -4013499.780873 + Penalty 5064.058364 = -4008435.722509
  nChanged 116
		SP:Iteration 25Q (6737.020000 sec): 3 clusters
  Score: Raw -4013580.192415 + Penalty 5064.058364 = -4008516.134051
  nChanged 85
		SP:Iteration 26Q (6737.090000 sec): 3 clusters
  Score: Raw -4013633.859232 + Penalty 5064.058364 = -4008569.800867
  nChanged 51
		SP:Iteration 27Q (6737.170000 sec): 3 clusters
  Score: Raw -4013669.316675 + Penalty 5064.058364 = -4008605.258310
  nChanged 61
		SP:Iteration 28Q (6737.240000 sec): 3 clusters
  Score: Raw -4013718.141502 + Penalty 5064.058364 = -4008654.083138
  nChanged 41
		SP:Iteration 29Q (6737.310000 sec): 3 clusters
  Score: Raw -4013749.452844 + Penalty 5064.058364 = -4008685.394480
  nChanged 31
		SP:Iteration 30Q (6737.380000 sec): 3 clusters
  Score: Raw -4013772.661038 + Penalty 5064.058364 = -4008708.602674
  nChanged 34
		SP:Iteration 31Q (6737.450000 sec): 3 clusters
  Score: Raw -4013796.439405 + Penalty 5064.058364 = -4008732.381041
  nChanged 17
		SP:Iteration 32Q (6737.530000 sec): 3 clusters
  Score: Raw -4013809.064197 + Penalty 5064.058364 = -4008745.005833
  nChanged 11
		SP:Iteration 33Q (6737.590000 sec): 3 clusters
  Score: Raw -4013814.827890 + Penalty 5064.058364 = -4008750.769526
  nChanged 7
		SP:Iteration 34Q (6737.670000 sec): 3 clusters
  Score: Raw -4013819.526828 + Penalty 5064.058364 = -4008755.468464
  nChanged 10
		SP:Iteration 35Q (6737.740000 sec): 3 clusters
  Score: Raw -4013829.344710 + Penalty 5064.058364 = -4008765.286346
  nChanged 14
		SP:Iteration 36Q (6737.810000 sec): 3 clusters
  Score: Raw -4013840.754113 + Penalty 5064.058364 = -4008776.695749
  nChanged 8
		SP:Iteration 37Q (6737.880000 sec): 3 clusters
  Score: Raw -4013847.828905 + Penalty 5064.058364 = -4008783.770541
  nChanged 5
		SP:Iteration 38Q (6737.950000 sec): 3 clusters
  Score: Raw -4013850.701965 + Penalty 5064.058364 = -4008786.643601
  nChanged 5
		SP:Iteration 39Q (6738.020000 sec): 3 clusters
  Score: Raw -4013855.499946 + Penalty 5064.058364 = -4008791.441582
  nChanged 5
		SP:Iteration 40F (6738.110000 sec): 3 clusters
  Score: Raw -4013858.678203 + Penalty 5064.058364 = -4008794.619839
  nChanged 9
		SP:Iteration 41Q (6738.190000 sec): 3 clusters
  Score: Raw -4013864.596741 + Penalty 5064.058364 = -4008800.538376
  nChanged 6
		SP:Iteration 42Q (6738.260000 sec): 3 clusters
  Score: Raw -4013870.201449 + Penalty 5064.058364 = -4008806.143085
  nChanged 7
		SP:Iteration 43Q (6738.330000 sec): 3 clusters
  Score: Raw -4013876.001680 + Penalty 5064.058364 = -4008811.943316
  nChanged 6
		SP:Iteration 44Q (6738.400000 sec): 3 clusters
  Score: Raw -4013880.369217 + Penalty 5064.058364 = -4008816.310853
  nChanged 3
		SP:Iteration 45Q (6738.470000 sec): 3 clusters
  Score: Raw -4013883.151985 + Penalty 5064.058364 = -4008819.093621
  nChanged 5
		SP:Iteration 46Q (6738.540000 sec): 3 clusters
  Score: Raw -4013888.122267 + Penalty 5064.058364 = -4008824.063902
  nChanged 7
		SP:Iteration 47Q (6738.610000 sec): 3 clusters
  Score: Raw -4013893.434485 + Penalty 5064.058364 = -4008829.376121
  nChanged 8
		SP:Iteration 48Q (6738.680000 sec): 3 clusters
  Score: Raw -4013898.957004 + Penalty 5064.058364 = -4008834.898640
  nChanged 4
		SP:Iteration 49Q (6738.750000 sec): 3 clusters
  Score: Raw -4013901.916498 + Penalty 5064.058364 = -4008837.858133
  nChanged 4
		SP:Iteration 50Q (6738.820000 sec): 3 clusters
  Score: Raw -4013904.233402 + Penalty 5064.058364 = -4008840.175038
  nChanged 1
		SP:Iteration 51Q (6738.890000 sec): 3 clusters
  Score: Raw -4013904.645700 + Penalty 5064.058364 = -4008840.587336
  nChanged 0
		SP:Iteration 52F (6738.990000 sec): 3 clusters
  Score: Raw -4013904.645700 + Penalty 5064.058364 = -4008840.587336
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6739.060000 sec): 2 clusters
  Score: Raw -3334787.860779 + Penalty 2501.838032 = -3332286.022746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6739.150000 sec): 3 clusters
  Score: Raw -3320555.265943 + Penalty 5003.676065 = -3315551.589878
  nChanged 10692
		SP:Iteration 1F (6739.240000 sec): 3 clusters
  Score: Raw -3326361.402803 + Penalty 5003.676065 = -3321357.726739
  nChanged 1255
		SP:Iteration 2F (6739.330000 sec): 3 clusters
  Score: Raw -3326828.658046 + Penalty 5003.676065 = -3321824.981981
  nChanged 1119
		SP:Iteration 3Q (6739.420000 sec): 3 clusters
  Score: Raw -3327216.713232 + Penalty 5003.676065 = -3322213.037168
  nChanged 1011
		SP:Iteration 4Q (6739.500000 sec): 3 clusters
  Score: Raw -3327568.832484 + Penalty 5003.676065 = -3322565.156419
  nChanged 926
		SP:Iteration 5Q (6739.600000 sec): 3 clusters
  Score: Raw -3327902.679805 + Penalty 5003.676065 = -3322899.003741
  nChanged 912
		SP:Iteration 6Q (6739.680000 sec): 3 clusters
  Score: Raw -3328234.622215 + Penalty 5003.676065 = -3323230.946151
  nChanged 897
		SP:Iteration 7Q (6739.770000 sec): 3 clusters
  Score: Raw -3328567.129570 + Penalty 5003.676065 = -3323563.453506
  nChanged 891
		SP:Iteration 8Q (6739.860000 sec): 3 clusters
  Score: Raw -3328922.665157 + Penalty 5003.676065 = -3323918.989092
  nChanged 912
		SP:Iteration 9Q (6739.950000 sec): 3 clusters
  Score: Raw -3329334.003587 + Penalty 5003.676065 = -3324330.327522
  nChanged 948
		SP:Iteration 10Q (6740.040000 sec): 3 clusters
  Score: Raw -3329786.233200 + Penalty 5003.676065 = -3324782.557136
  nChanged 962
		SP:Iteration 11Q (6740.130000 sec): 3 clusters
  Score: Raw -3330250.905532 + Penalty 5003.676065 = -3325247.229467
  nChanged 916
		SP:Iteration 12Q (6740.220000 sec): 3 clusters
  Score: Raw -3330730.975100 + Penalty 5003.676065 = -3325727.299036
  nChanged 907
		SP:Iteration 13Q (6740.300000 sec): 3 clusters
  Score: Raw -3331189.359672 + Penalty 5003.676065 = -3326185.683607
  nChanged 796
		SP:Iteration 14Q (6740.390000 sec): 3 clusters
  Score: Raw -3331563.897505 + Penalty 5003.676065 = -3326560.221441
  nChanged 715
		SP:Iteration 15Q (6740.480000 sec): 3 clusters
  Score: Raw -3331865.504108 + Penalty 5003.676065 = -3326861.828043
  nChanged 578
		SP:Iteration 16Q (6740.560000 sec): 3 clusters
  Score: Raw -3332073.054576 + Penalty 5003.676065 = -3327069.378512
  nChanged 464
		SP:Iteration 17Q (6740.650000 sec): 3 clusters
  Score: Raw -3332204.950255 + Penalty 5003.676065 = -3327201.274190
  nChanged 343
		SP:Iteration 18Q (6740.740000 sec): 3 clusters
  Score: Raw -3332296.147490 + Penalty 5003.676065 = -3327292.471425
  nChanged 262
		SP:Iteration 19Q (6740.820000 sec): 3 clusters
  Score: Raw -3332362.356236 + Penalty 5003.676065 = -3327358.680171
  nChanged 235
		SP:Iteration 20F (6740.910000 sec): 3 clusters
  Score: Raw -3332416.850713 + Penalty 5003.676065 = -3327413.174648
  nChanged 203
		SP:Iteration 21Q (6741.000000 sec): 3 clusters
  Score: Raw -3332456.866154 + Penalty 5003.676065 = -3327453.190090
  nChanged 171
		SP:Iteration 22Q (6741.080000 sec): 3 clusters
  Score: Raw -3332487.613296 + Penalty 5003.676065 = -3327483.937232
  nChanged 143
		SP:Iteration 23Q (6741.170000 sec): 3 clusters
  Score: Raw -3332511.061466 + Penalty 5003.676065 = -3327507.385402
  nChanged 132
		SP:Iteration 24Q (6741.250000 sec): 3 clusters
  Score: Raw -3332529.791616 + Penalty 5003.676065 = -3327526.115551
  nChanged 123
		SP:Iteration 25Q (6741.340000 sec): 3 clusters
  Score: Raw -3332550.213614 + Penalty 5003.676065 = -3327546.537549
  nChanged 137
		SP:Iteration 26Q (6741.420000 sec): 3 clusters
  Score: Raw -3332571.546788 + Penalty 5003.676065 = -3327567.870723
  nChanged 124
		SP:Iteration 27Q (6741.500000 sec): 3 clusters
  Score: Raw -3332589.471796 + Penalty 5003.676065 = -3327585.795731
  nChanged 117
		SP:Iteration 28Q (6741.590000 sec): 3 clusters
  Score: Raw -3332611.079779 + Penalty 5003.676065 = -3327607.403715
  nChanged 138
		SP:Iteration 29Q (6741.680000 sec): 3 clusters
  Score: Raw -3332636.790838 + Penalty 5003.676065 = -3327633.114773
  nChanged 143
		SP:Iteration 30Q (6741.760000 sec): 3 clusters
  Score: Raw -3332667.435131 + Penalty 5003.676065 = -3327663.759066
  nChanged 154
		SP:Iteration 31Q (6741.840000 sec): 3 clusters
  Score: Raw -3332704.256612 + Penalty 5003.676065 = -3327700.580548
  nChanged 150
		SP:Iteration 32Q (6741.930000 sec): 3 clusters
  Score: Raw -3332736.753209 + Penalty 5003.676065 = -3327733.077145
  nChanged 162
		SP:Iteration 33Q (6742.010000 sec): 3 clusters
  Score: Raw -3332769.737243 + Penalty 5003.676065 = -3327766.061179
  nChanged 156
		SP:Iteration 34Q (6742.090000 sec): 3 clusters
  Score: Raw -3332800.010662 + Penalty 5003.676065 = -3327796.334597
  nChanged 161
		SP:Iteration 35Q (6742.180000 sec): 3 clusters
  Score: Raw -3332832.241648 + Penalty 5003.676065 = -3327828.565583
  nChanged 160
		SP:Iteration 36Q (6742.260000 sec): 3 clusters
  Score: Raw -3332861.714746 + Penalty 5003.676065 = -3327858.038681
  nChanged 143
		SP:Iteration 37Q (6742.340000 sec): 3 clusters
  Score: Raw -3332888.579453 + Penalty 5003.676065 = -3327884.903388
  nChanged 131
		SP:Iteration 38Q (6742.430000 sec): 3 clusters
  Score: Raw -3332914.029049 + Penalty 5003.676065 = -3327910.352984
  nChanged 136
		SP:Iteration 39Q (6742.510000 sec): 3 clusters
  Score: Raw -3332940.668609 + Penalty 5003.676065 = -3327936.992545
  nChanged 129
		SP:Iteration 40F (6742.600000 sec): 3 clusters
  Score: Raw -3332966.128018 + Penalty 5003.676065 = -3327962.451953
  nChanged 145
		SP:Iteration 41Q (6742.680000 sec): 3 clusters
  Score: Raw -3332998.712147 + Penalty 5003.676065 = -3327995.036082
  nChanged 149
		SP:Iteration 42Q (6742.770000 sec): 3 clusters
  Score: Raw -3333036.049462 + Penalty 5003.676065 = -3328032.373397
  nChanged 155
		SP:Iteration 43Q (6742.850000 sec): 3 clusters
  Score: Raw -3333068.564574 + Penalty 5003.676065 = -3328064.888509
  nChanged 154
		SP:Iteration 44Q (6742.930000 sec): 3 clusters
  Score: Raw -3333099.190369 + Penalty 5003.676065 = -3328095.514304
  nChanged 136
		SP:Iteration 45Q (6743.020000 sec): 3 clusters
  Score: Raw -3333124.021653 + Penalty 5003.676065 = -3328120.345589
  nChanged 133
		SP:Iteration 46Q (6743.100000 sec): 3 clusters
  Score: Raw -3333143.822078 + Penalty 5003.676065 = -3328140.146014
  nChanged 111
		SP:Iteration 47Q (6743.180000 sec): 3 clusters
  Score: Raw -3333161.199217 + Penalty 5003.676065 = -3328157.523152
  nChanged 115
		SP:Iteration 48Q (6743.260000 sec): 3 clusters
  Score: Raw -3333181.256718 + Penalty 5003.676065 = -3328177.580653
  nChanged 123
		SP:Iteration 49Q (6743.340000 sec): 3 clusters
  Score: Raw -3333202.251342 + Penalty 5003.676065 = -3328198.575278
  nChanged 121
		SP:Iteration 50Q (6743.420000 sec): 3 clusters
  Score: Raw -3333226.078959 + Penalty 5003.676065 = -3328222.402895
  nChanged 115
		SP:Iteration 51Q (6743.510000 sec): 3 clusters
  Score: Raw -3333245.827048 + Penalty 5003.676065 = -3328242.150983
  nChanged 101
		SP:Iteration 52Q (6743.590000 sec): 3 clusters
  Score: Raw -3333263.952163 + Penalty 5003.676065 = -3328260.276098
  nChanged 106
		SP:Iteration 53Q (6743.670000 sec): 3 clusters
  Score: Raw -3333283.853170 + Penalty 5003.676065 = -3328280.177105
  nChanged 114
		SP:Iteration 54Q (6743.750000 sec): 3 clusters
  Score: Raw -3333302.620614 + Penalty 5003.676065 = -3328298.944550
  nChanged 109
		SP:Iteration 55Q (6743.830000 sec): 3 clusters
  Score: Raw -3333321.921293 + Penalty 5003.676065 = -3328318.245228
  nChanged 124
		SP:Iteration 56Q (6743.910000 sec): 3 clusters
  Score: Raw -3333341.544120 + Penalty 5003.676065 = -3328337.868055
  nChanged 99
		SP:Iteration 57Q (6743.990000 sec): 3 clusters
  Score: Raw -3333360.166494 + Penalty 5003.676065 = -3328356.490430
  nChanged 95
		SP:Iteration 58Q (6744.070000 sec): 3 clusters
  Score: Raw -3333378.370077 + Penalty 5003.676065 = -3328374.694012
  nChanged 103
		SP:Iteration 59Q (6744.150000 sec): 3 clusters
  Score: Raw -3333399.056891 + Penalty 5003.676065 = -3328395.380826
  nChanged 110
		SP:Iteration 60F (6744.240000 sec): 3 clusters
  Score: Raw -3333416.964090 + Penalty 5003.676065 = -3328413.288025
  nChanged 94
		SP:Iteration 61Q (6744.320000 sec): 3 clusters
  Score: Raw -3333430.607962 + Penalty 5003.676065 = -3328426.931898
  nChanged 81
		SP:Iteration 62Q (6744.400000 sec): 3 clusters
  Score: Raw -3333446.637254 + Penalty 5003.676065 = -3328442.961190
  nChanged 96
		SP:Iteration 63Q (6744.480000 sec): 3 clusters
  Score: Raw -3333466.399231 + Penalty 5003.676065 = -3328462.723167
  nChanged 106
		SP:Iteration 64Q (6744.560000 sec): 3 clusters
  Score: Raw -3333488.931793 + Penalty 5003.676065 = -3328485.255728
  nChanged 120
		SP:Iteration 65Q (6744.640000 sec): 3 clusters
  Score: Raw -3333514.531953 + Penalty 5003.676065 = -3328510.855889
  nChanged 114
		SP:Iteration 66Q (6744.720000 sec): 3 clusters
  Score: Raw -3333537.527894 + Penalty 5003.676065 = -3328533.851829
  nChanged 126
		SP:Iteration 67Q (6744.800000 sec): 3 clusters
  Score: Raw -3333561.110779 + Penalty 5003.676065 = -3328557.434715
  nChanged 119
		SP:Iteration 68Q (6744.880000 sec): 3 clusters
  Score: Raw -3333585.044361 + Penalty 5003.676065 = -3328581.368296
  nChanged 137
		SP:Iteration 69Q (6744.960000 sec): 3 clusters
  Score: Raw -3333612.808110 + Penalty 5003.676065 = -3328609.132045
  nChanged 128
		SP:Iteration 70Q (6745.040000 sec): 3 clusters
  Score: Raw -3333638.254480 + Penalty 5003.676065 = -3328634.578415
  nChanged 128
		SP:Iteration 71Q (6745.110000 sec): 3 clusters
  Score: Raw -3333666.015037 + Penalty 5003.676065 = -3328662.338972
  nChanged 126
		SP:Iteration 72Q (6745.190000 sec): 3 clusters
  Score: Raw -3333693.952870 + Penalty 5003.676065 = -3328690.276805
  nChanged 119
		SP:Iteration 73Q (6745.270000 sec): 3 clusters
  Score: Raw -3333719.701328 + Penalty 5003.676065 = -3328716.025264
  nChanged 128
		SP:Iteration 74Q (6745.350000 sec): 3 clusters
  Score: Raw -3333747.090256 + Penalty 5003.676065 = -3328743.414191
  nChanged 116
		SP:Iteration 75Q (6745.430000 sec): 3 clusters
  Score: Raw -3333770.736105 + Penalty 5003.676065 = -3328767.060040
  nChanged 119
		SP:Iteration 76Q (6745.500000 sec): 3 clusters
  Score: Raw -3333794.795433 + Penalty 5003.676065 = -3328791.119368
  nChanged 119
		SP:Iteration 77Q (6745.580000 sec): 3 clusters
  Score: Raw -3333818.957067 + Penalty 5003.676065 = -3328815.281002
  nChanged 117
		SP:Iteration 78Q (6745.660000 sec): 3 clusters
  Score: Raw -3333841.001102 + Penalty 5003.676065 = -3328837.325038
  nChanged 99
		SP:Iteration 79Q (6745.740000 sec): 3 clusters
  Score: Raw -3333859.155939 + Penalty 5003.676065 = -3328855.479875
  nChanged 96
		SP:Iteration 80F (6745.820000 sec): 3 clusters
  Score: Raw -3333877.829891 + Penalty 5003.676065 = -3328874.153826
  nChanged 111
		SP:Iteration 81Q (6745.900000 sec): 3 clusters
  Score: Raw -3333902.006032 + Penalty 5003.676065 = -3328898.329967
  nChanged 105
		SP:Iteration 82Q (6745.980000 sec): 3 clusters
  Score: Raw -3333922.526426 + Penalty 5003.676065 = -3328918.850361
  nChanged 93
		SP:Iteration 83Q (6746.060000 sec): 3 clusters
  Score: Raw -3333940.749912 + Penalty 5003.676065 = -3328937.073848
  nChanged 95
		SP:Iteration 84Q (6746.130000 sec): 3 clusters
  Score: Raw -3333960.162468 + Penalty 5003.676065 = -3328956.486403
  nChanged 101
		SP:Iteration 85Q (6746.200000 sec): 3 clusters
  Score: Raw -3333979.615518 + Penalty 5003.676065 = -3328975.939453
  nChanged 106
		SP:Iteration 86Q (6746.280000 sec): 3 clusters
  Score: Raw -3334000.227150 + Penalty 5003.676065 = -3328996.551086
  nChanged 102
		SP:Iteration 87Q (6746.360000 sec): 3 clusters
  Score: Raw -3334021.627284 + Penalty 5003.676065 = -3329017.951219
  nChanged 111
		SP:Iteration 88Q (6746.430000 sec): 3 clusters
  Score: Raw -3334047.267877 + Penalty 5003.676065 = -3329043.591812
  nChanged 107
		SP:Iteration 89Q (6746.510000 sec): 3 clusters
  Score: Raw -3334073.187346 + Penalty 5003.676065 = -3329069.511282
  nChanged 116
		SP:Iteration 90Q (6746.580000 sec): 3 clusters
  Score: Raw -3334101.974190 + Penalty 5003.676065 = -3329098.298125
  nChanged 132
		SP:Iteration 91Q (6746.660000 sec): 3 clusters
  Score: Raw -3334138.579536 + Penalty 5003.676065 = -3329134.903471
  nChanged 137
		SP:Iteration 92Q (6746.730000 sec): 3 clusters
  Score: Raw -3334172.684848 + Penalty 5003.676065 = -3329169.008783
  nChanged 129
		SP:Iteration 93Q (6746.800000 sec): 3 clusters
  Score: Raw -3334207.986829 + Penalty 5003.676065 = -3329204.310765
  nChanged 126
		SP:Iteration 94Q (6746.880000 sec): 3 clusters
  Score: Raw -3334242.609207 + Penalty 5003.676065 = -3329238.933142
  nChanged 123
		SP:Iteration 95Q (6746.950000 sec): 3 clusters
  Score: Raw -3334277.058629 + Penalty 5003.676065 = -3329273.382565
  nChanged 134
		SP:Iteration 96Q (6747.020000 sec): 3 clusters
  Score: Raw -3334317.855461 + Penalty 5003.676065 = -3329314.179396
  nChanged 119
		SP:Iteration 97Q (6747.100000 sec): 3 clusters
  Score: Raw -3334350.196220 + Penalty 5003.676065 = -3329346.520155
  nChanged 87
		SP:Iteration 98Q (6747.170000 sec): 3 clusters
  Score: Raw -3334374.006774 + Penalty 5003.676065 = -3329370.330710
  nChanged 83
		SP:Iteration 99Q (6747.240000 sec): 3 clusters
  Score: Raw -3334398.426389 + Penalty 5003.676065 = -3329394.750325
  nChanged 78
		SP:Iteration 100F (6747.330000 sec): 3 clusters
  Score: Raw -3334422.150843 + Penalty 5003.676065 = -3329418.474778
  nChanged 78
		SP:Iteration 101Q (6747.400000 sec): 3 clusters
  Score: Raw -3334443.085944 + Penalty 5003.676065 = -3329439.409879
  nChanged 91
		SP:Iteration 102Q (6747.470000 sec): 3 clusters
  Score: Raw -3334467.049609 + Penalty 5003.676065 = -3329463.373544
  nChanged 85
		SP:Iteration 103Q (6747.540000 sec): 3 clusters
  Score: Raw -3334496.363186 + Penalty 5003.676065 = -3329492.687121
  nChanged 112
		SP:Iteration 104Q (6747.610000 sec): 3 clusters
  Score: Raw -3334538.033959 + Penalty 5003.676065 = -3329534.357895
  nChanged 113
		SP:Iteration 105Q (6747.680000 sec): 3 clusters
  Score: Raw -3334581.477329 + Penalty 5003.676065 = -3329577.801264
  nChanged 110
		SP:Iteration 106Q (6747.750000 sec): 3 clusters
  Score: Raw -3334627.882545 + Penalty 5003.676065 = -3329624.206480
  nChanged 104
		SP:Iteration 107Q (6747.820000 sec): 3 clusters
  Score: Raw -3334667.083084 + Penalty 5003.676065 = -3329663.407020
  nChanged 90
		SP:Iteration 108Q (6747.890000 sec): 3 clusters
  Score: Raw -3334700.163505 + Penalty 5003.676065 = -3329696.487440
  nChanged 88
		SP:Iteration 109Q (6747.960000 sec): 3 clusters
  Score: Raw -3334736.268296 + Penalty 5003.676065 = -3329732.592231
  nChanged 80
		SP:Iteration 110Q (6748.020000 sec): 3 clusters
  Score: Raw -3334765.515094 + Penalty 5003.676065 = -3329761.839030
  nChanged 73
		SP:Iteration 111Q (6748.090000 sec): 3 clusters
  Score: Raw -3334791.751361 + Penalty 5003.676065 = -3329788.075296
  nChanged 63
		SP:Iteration 112Q (6748.160000 sec): 3 clusters
  Score: Raw -3334813.813370 + Penalty 5003.676065 = -3329810.137306
  nChanged 58
		SP:Iteration 113Q (6748.230000 sec): 3 clusters
  Score: Raw -3334838.392528 + Penalty 5003.676065 = -3329834.716464
  nChanged 60
		SP:Iteration 114Q (6748.300000 sec): 3 clusters
  Score: Raw -3334857.493285 + Penalty 5003.676065 = -3329853.817221
  nChanged 57
		SP:Iteration 115Q (6748.370000 sec): 3 clusters
  Score: Raw -3334878.308266 + Penalty 5003.676065 = -3329874.632202
  nChanged 53
		SP:Iteration 116Q (6748.430000 sec): 3 clusters
  Score: Raw -3334895.586925 + Penalty 5003.676065 = -3329891.910860
  nChanged 39
		SP:Iteration 117Q (6748.500000 sec): 3 clusters
  Score: Raw -3334908.445346 + Penalty 5003.676065 = -3329904.769281
  nChanged 39
		SP:Iteration 118Q (6748.570000 sec): 3 clusters
  Score: Raw -3334922.841865 + Penalty 5003.676065 = -3329919.165801
  nChanged 44
		SP:Iteration 119Q (6748.640000 sec): 3 clusters
  Score: Raw -3334942.218956 + Penalty 5003.676065 = -3329938.542891
  nChanged 46
		SP:Iteration 120F (6748.720000 sec): 3 clusters
  Score: Raw -3334967.177555 + Penalty 5003.676065 = -3329963.501490
  nChanged 54
		SP:Iteration 121Q (6748.790000 sec): 3 clusters
  Score: Raw -3334997.793179 + Penalty 5003.676065 = -3329994.117115
  nChanged 55
		SP:Iteration 122Q (6748.860000 sec): 3 clusters
  Score: Raw -3335030.118680 + Penalty 5003.676065 = -3330026.442616
  nChanged 64
		SP:Iteration 123Q (6748.920000 sec): 3 clusters
  Score: Raw -3335067.795539 + Penalty 5003.676065 = -3330064.119474
  nChanged 67
		SP:Iteration 124Q (6748.990000 sec): 3 clusters
  Score: Raw -3335110.461043 + Penalty 5003.676065 = -3330106.784978
  nChanged 53
		SP:Iteration 125Q (6749.050000 sec): 3 clusters
  Score: Raw -3335140.237671 + Penalty 5003.676065 = -3330136.561607
  nChanged 48
		SP:Iteration 126Q (6749.120000 sec): 3 clusters
  Score: Raw -3335163.045617 + Penalty 5003.676065 = -3330159.369552
  nChanged 42
		SP:Iteration 127Q (6749.180000 sec): 3 clusters
  Score: Raw -3335184.604099 + Penalty 5003.676065 = -3330180.928035
  nChanged 32
		SP:Iteration 128Q (6749.250000 sec): 3 clusters
  Score: Raw -3335197.273817 + Penalty 5003.676065 = -3330193.597753
  nChanged 20
		SP:Iteration 129Q (6749.310000 sec): 3 clusters
  Score: Raw -3335205.378762 + Penalty 5003.676065 = -3330201.702697
  nChanged 22
		SP:Iteration 130Q (6749.380000 sec): 3 clusters
  Score: Raw -3335215.400410 + Penalty 5003.676065 = -3330211.724346
  nChanged 20
		SP:Iteration 131Q (6749.440000 sec): 3 clusters
  Score: Raw -3335224.341588 + Penalty 5003.676065 = -3330220.665523
  nChanged 18
		SP:Iteration 132Q (6749.500000 sec): 3 clusters
  Score: Raw -3335231.075416 + Penalty 5003.676065 = -3330227.399352
  nChanged 14
		SP:Iteration 133Q (6749.570000 sec): 3 clusters
  Score: Raw -3335237.413484 + Penalty 5003.676065 = -3330233.737420
  nChanged 18
		SP:Iteration 134Q (6749.630000 sec): 3 clusters
  Score: Raw -3335244.334036 + Penalty 5003.676065 = -3330240.657971
  nChanged 14
		SP:Iteration 135Q (6749.700000 sec): 3 clusters
  Score: Raw -3335251.367941 + Penalty 5003.676065 = -3330247.691876
  nChanged 20
		SP:Iteration 136Q (6749.760000 sec): 3 clusters
  Score: Raw -3335259.240791 + Penalty 5003.676065 = -3330255.564726
  nChanged 19
		SP:Iteration 137Q (6749.830000 sec): 3 clusters
  Score: Raw -3335267.898193 + Penalty 5003.676065 = -3330264.222129
  nChanged 16
		SP:Iteration 138Q (6749.890000 sec): 3 clusters
  Score: Raw -3335274.169397 + Penalty 5003.676065 = -3330270.493332
  nChanged 8
		SP:Iteration 139Q (6749.950000 sec): 3 clusters
  Score: Raw -3335278.036594 + Penalty 5003.676065 = -3330274.360529
  nChanged 8
		SP:Iteration 140F (6750.040000 sec): 3 clusters
  Score: Raw -3335281.652566 + Penalty 5003.676065 = -3330277.976501
  nChanged 7
		SP:Iteration 141Q (6750.100000 sec): 3 clusters
  Score: Raw -3335284.731863 + Penalty 5003.676065 = -3330281.055798
  nChanged 2
		SP:Iteration 142Q (6750.170000 sec): 3 clusters
  Score: Raw -3335285.018506 + Penalty 5003.676065 = -3330281.342441
  nChanged 2
		SP:Iteration 143Q (6750.230000 sec): 3 clusters
  Score: Raw -3335285.558995 + Penalty 5003.676065 = -3330281.882930
  nChanged 1
		SP:Iteration 144Q (6750.300000 sec): 3 clusters
  Score: Raw -3335286.204899 + Penalty 5003.676065 = -3330282.528834
  nChanged 3
		SP:Iteration 145Q (6750.360000 sec): 3 clusters
  Score: Raw -3335286.727771 + Penalty 5003.676065 = -3330283.051707
  nChanged 0
		SP:Iteration 146F (6750.450000 sec): 3 clusters
  Score: Raw -3335286.727771 + Penalty 5003.676065 = -3330283.051707
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6750.470000 sec): 2 clusters
  Score: Raw -493895.315700 + Penalty 2018.942818 = -491876.372882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6750.480000 sec): 3 clusters
  Score: Raw -492353.984760 + Penalty 4037.885636 = -488316.099124
  nChanged 1251
		SP:Iteration 1F (6750.490000 sec): 3 clusters
  Score: Raw -493138.047391 + Penalty 4037.885636 = -489100.161754
  nChanged 268
		SP:Iteration 2F (6750.510000 sec): 3 clusters
  Score: Raw -493339.702077 + Penalty 4037.885636 = -489301.816441
  nChanged 189
		SP:Iteration 3F (6750.520000 sec): 3 clusters
  Score: Raw -493451.552511 + Penalty 4037.885636 = -489413.666875
  nChanged 122
		SP:Iteration 4Q (6750.530000 sec): 3 clusters
  Score: Raw -493555.621988 + Penalty 4037.885636 = -489517.736352
  nChanged 127
		SP:Iteration 5Q (6750.540000 sec): 3 clusters
  Score: Raw -493671.903992 + Penalty 4037.885636 = -489634.018355
  nChanged 142
		SP:Iteration 6Q (6750.560000 sec): 3 clusters
  Score: Raw -493832.125465 + Penalty 4037.885636 = -489794.239828
  nChanged 170
		SP:Iteration 7Q (6750.570000 sec): 3 clusters
  Score: Raw -494022.216092 + Penalty 4037.885636 = -489984.330455
  nChanged 172
		SP:Iteration 8F (6750.580000 sec): 3 clusters
  Score: Raw -494241.454355 + Penalty 4037.885636 = -490203.568718
  nChanged 192
		SP:Iteration 9F (6750.590000 sec): 3 clusters
  Score: Raw -494489.937831 + Penalty 4037.885636 = -490452.052194
  nChanged 162
		SP:Iteration 10Q (6750.600000 sec): 3 clusters
  Score: Raw -494708.385998 + Penalty 4037.885636 = -490670.500362
  nChanged 127
		SP:Iteration 11Q (6750.620000 sec): 3 clusters
  Score: Raw -494880.924567 + Penalty 4037.885636 = -490843.038931
  nChanged 116
		SP:Iteration 12Q (6750.630000 sec): 3 clusters
  Score: Raw -495059.200719 + Penalty 4037.885636 = -491021.315082
  nChanged 102
		SP:Iteration 13Q (6750.640000 sec): 3 clusters
  Score: Raw -495204.355724 + Penalty 4037.885636 = -491166.470088
  nChanged 104
		SP:Iteration 14Q (6750.650000 sec): 3 clusters
  Score: Raw -495336.212848 + Penalty 4037.885636 = -491298.327212
  nChanged 77
		SP:Iteration 15Q (6750.660000 sec): 3 clusters
  Score: Raw -495431.344694 + Penalty 4037.885636 = -491393.459057
  nChanged 69
		SP:Iteration 16Q (6750.670000 sec): 3 clusters
  Score: Raw -495505.792416 + Penalty 4037.885636 = -491467.906780
  nChanged 58
		SP:Iteration 17Q (6750.680000 sec): 3 clusters
  Score: Raw -495554.532135 + Penalty 4037.885636 = -491516.646498
  nChanged 35
		SP:Iteration 18Q (6750.690000 sec): 3 clusters
  Score: Raw -495583.579772 + Penalty 4037.885636 = -491545.694135
  nChanged 27
		SP:Iteration 19Q (6750.700000 sec): 3 clusters
  Score: Raw -495598.010291 + Penalty 4037.885636 = -491560.124655
  nChanged 14
		SP:Iteration 20F (6750.720000 sec): 3 clusters
  Score: Raw -495605.221622 + Penalty 4037.885636 = -491567.335986
  nChanged 10
		SP:Iteration 21Q (6750.720000 sec): 3 clusters
  Score: Raw -495610.869201 + Penalty 4037.885636 = -491572.983564
  nChanged 9
		SP:Iteration 22Q (6750.740000 sec): 3 clusters
  Score: Raw -495614.919690 + Penalty 4037.885636 = -491577.034054
  nChanged 6
		SP:Iteration 23Q (6750.740000 sec): 3 clusters
  Score: Raw -495617.479268 + Penalty 4037.885636 = -491579.593631
  nChanged 5
		SP:Iteration 24Q (6750.760000 sec): 3 clusters
  Score: Raw -495619.741581 + Penalty 4037.885636 = -491581.855945
  nChanged 4
		SP:Iteration 25Q (6750.760000 sec): 3 clusters
  Score: Raw -495621.180683 + Penalty 4037.885636 = -491583.295047
  nChanged 4
		SP:Iteration 26Q (6750.780000 sec): 3 clusters
  Score: Raw -495622.935156 + Penalty 4037.885636 = -491585.049519
  nChanged 3
		SP:Iteration 27Q (6750.780000 sec): 3 clusters
  Score: Raw -495623.923659 + Penalty 4037.885636 = -491586.038023
  nChanged 2
		SP:Iteration 28Q (6750.800000 sec): 3 clusters
  Score: Raw -495624.574853 + Penalty 4037.885636 = -491586.689217
  nChanged 2
		SP:Iteration 29Q (6750.800000 sec): 3 clusters
  Score: Raw -495625.011715 + Penalty 4037.885636 = -491587.126078
  nChanged 0
		SP:Iteration 30F (6750.820000 sec): 3 clusters
  Score: Raw -495625.011715 + Penalty 4037.885636 = -491587.126078
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6750.820000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6750.830000 sec): 3 clusters
  Score: Raw -126906.902978 + Penalty 3350.283633 = -123556.619345
  nChanged 181
		SP:Iteration 1F (6750.830000 sec): 3 clusters
  Score: Raw -127104.355350 + Penalty 3350.283633 = -123754.071716
  nChanged 51
		SP:Iteration 2F (6750.830000 sec): 3 clusters
  Score: Raw -127175.733329 + Penalty 3350.283633 = -123825.449695
  nChanged 18
		SP:Iteration 3Q (6750.840000 sec): 3 clusters
  Score: Raw -127202.015882 + Penalty 3350.283633 = -123851.732248
  nChanged 16
		SP:Iteration 4Q (6750.840000 sec): 3 clusters
  Score: Raw -127226.089994 + Penalty 3350.283633 = -123875.806361
  nChanged 9
		SP:Iteration 5Q (6750.840000 sec): 3 clusters
  Score: Raw -127238.192641 + Penalty 3350.283633 = -123887.909008
  nChanged 7
		SP:Iteration 6Q (6750.840000 sec): 3 clusters
  Score: Raw -127248.960017 + Penalty 3350.283633 = -123898.676383
  nChanged 7
		SP:Iteration 7Q (6750.850000 sec): 3 clusters
  Score: Raw -127257.877323 + Penalty 3350.283633 = -123907.593690
  nChanged 5
		SP:Iteration 8Q (6750.850000 sec): 3 clusters
  Score: Raw -127265.543110 + Penalty 3350.283633 = -123915.259477
  nChanged 7
		SP:Iteration 9Q (6750.860000 sec): 3 clusters
  Score: Raw -127277.161225 + Penalty 3350.283633 = -123926.877591
  nChanged 1
		SP:Iteration 10Q (6750.860000 sec): 3 clusters
  Score: Raw -127279.606141 + Penalty 3350.283633 = -123929.322508
  nChanged 1
		SP:Iteration 11Q (6750.860000 sec): 3 clusters
  Score: Raw -127280.488632 + Penalty 3350.283633 = -123930.204999
  nChanged 0
		SP:Iteration 12F (6750.860000 sec): 3 clusters
  Score: Raw -127280.488632 + Penalty 3350.283633 = -123930.204999
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6750.870000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6750.870000 sec): 3 clusters
  Score: Raw -33692.346992 + Penalty 2756.186719 = -30936.160274
  nChanged 31
		SP:Iteration 1F (6750.870000 sec): 3 clusters
  Score: Raw -33851.144415 + Penalty 2756.186719 = -31094.957697
  nChanged 8
		SP:Iteration 2Q (6750.870000 sec): 3 clusters
  Score: Raw -33959.360274 + Penalty 2756.186719 = -31203.173556
  nChanged 5
		SP:Iteration 3Q (6750.870000 sec): 3 clusters
  Score: Raw -33980.935169 + Penalty 2756.186719 = -31224.748450
  nChanged 2
		SP:Iteration 4Q (6750.870000 sec): 3 clusters
  Score: Raw -33987.760708 + Penalty 2756.186719 = -31231.573990
  nChanged 3
		SP:Iteration 5Q (6750.870000 sec): 3 clusters
  Score: Raw -33997.277113 + Penalty 2756.186719 = -31241.090395
  nChanged 0
		SP:Iteration 6F (6750.880000 sec): 3 clusters
  Score: Raw -33997.277113 + Penalty 2756.186719 = -31241.090395
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6750.920000 sec): 2 clusters
  Score: Raw -2053881.213625 + Penalty 2363.321236 = -2051517.892389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6750.970000 sec): 3 clusters
  Score: Raw -2046162.203402 + Penalty 4726.642471 = -2041435.560931
  nChanged 5862
		SP:Iteration 1F (6751.020000 sec): 3 clusters
  Score: Raw -2049150.730373 + Penalty 4726.642471 = -2044424.087901
  nChanged 828
		SP:Iteration 2F (6751.070000 sec): 3 clusters
  Score: Raw -2049498.059204 + Penalty 4726.642471 = -2044771.416733
  nChanged 660
		SP:Iteration 3Q (6751.120000 sec): 3 clusters
  Score: Raw -2049748.978940 + Penalty 4726.642471 = -2045022.336469
  nChanged 581
		SP:Iteration 4Q (6751.170000 sec): 3 clusters
  Score: Raw -2049946.162085 + Penalty 4726.642471 = -2045219.519614
  nChanged 491
		SP:Iteration 5Q (6751.220000 sec): 3 clusters
  Score: Raw -2050100.607724 + Penalty 4726.642471 = -2045373.965253
  nChanged 414
		SP:Iteration 6Q (6751.270000 sec): 3 clusters
  Score: Raw -2050233.027785 + Penalty 4726.642471 = -2045506.385314
  nChanged 370
		SP:Iteration 7Q (6751.320000 sec): 3 clusters
  Score: Raw -2050350.551988 + Penalty 4726.642471 = -2045623.909516
  nChanged 347
		SP:Iteration 8Q (6751.370000 sec): 3 clusters
  Score: Raw -2050458.078110 + Penalty 4726.642471 = -2045731.435639
  nChanged 338
		SP:Iteration 9Q (6751.420000 sec): 3 clusters
  Score: Raw -2050562.305084 + Penalty 4726.642471 = -2045835.662613
  nChanged 329
		SP:Iteration 10Q (6751.470000 sec): 3 clusters
  Score: Raw -2050661.913634 + Penalty 4726.642471 = -2045935.271163
  nChanged 318
		SP:Iteration 11Q (6751.520000 sec): 3 clusters
  Score: Raw -2050762.639452 + Penalty 4726.642471 = -2046035.996981
  nChanged 307
		SP:Iteration 12Q (6751.570000 sec): 3 clusters
  Score: Raw -2050867.894672 + Penalty 4726.642471 = -2046141.252200
  nChanged 328
		SP:Iteration 13Q (6751.620000 sec): 3 clusters
  Score: Raw -2050986.810673 + Penalty 4726.642471 = -2046260.168201
  nChanged 361
		SP:Iteration 14Q (6751.670000 sec): 3 clusters
  Score: Raw -2051130.800388 + Penalty 4726.642471 = -2046404.157917
  nChanged 389
		SP:Iteration 15Q (6751.720000 sec): 3 clusters
  Score: Raw -2051310.621965 + Penalty 4726.642471 = -2046583.979493
  nChanged 438
		SP:Iteration 16Q (6751.770000 sec): 3 clusters
  Score: Raw -2051525.271220 + Penalty 4726.642471 = -2046798.628749
  nChanged 495
		SP:Iteration 17Q (6751.820000 sec): 3 clusters
  Score: Raw -2051799.156115 + Penalty 4726.642471 = -2047072.513643
  nChanged 545
		SP:Iteration 18Q (6751.870000 sec): 3 clusters
  Score: Raw -2052128.938492 + Penalty 4726.642471 = -2047402.296020
  nChanged 545
		SP:Iteration 19Q (6751.920000 sec): 3 clusters
  Score: Raw -2052483.858370 + Penalty 4726.642471 = -2047757.215898
  nChanged 521
		SP:Iteration 20F (6751.970000 sec): 3 clusters
  Score: Raw -2052845.607924 + Penalty 4726.642471 = -2048118.965452
  nChanged 458
		SP:Iteration 21Q (6752.020000 sec): 3 clusters
  Score: Raw -2053196.973645 + Penalty 4726.642471 = -2048470.331173
  nChanged 357
		SP:Iteration 22Q (6752.060000 sec): 3 clusters
  Score: Raw -2053479.887097 + Penalty 4726.642471 = -2048753.244626
  nChanged 248
		SP:Iteration 23Q (6752.110000 sec): 3 clusters
  Score: Raw -2053672.767364 + Penalty 4726.642471 = -2048946.124893
  nChanged 167
		SP:Iteration 24Q (6752.150000 sec): 3 clusters
  Score: Raw -2053806.646995 + Penalty 4726.642471 = -2049080.004523
  nChanged 136
		SP:Iteration 25Q (6752.200000 sec): 3 clusters
  Score: Raw -2053919.762642 + Penalty 4726.642471 = -2049193.120170
  nChanged 96
		SP:Iteration 26Q (6752.240000 sec): 3 clusters
  Score: Raw -2053989.738420 + Penalty 4726.642471 = -2049263.095948
  nChanged 68
		SP:Iteration 27Q (6752.280000 sec): 3 clusters
  Score: Raw -2054040.400542 + Penalty 4726.642471 = -2049313.758071
  nChanged 45
		SP:Iteration 28Q (6752.320000 sec): 3 clusters
  Score: Raw -2054072.842286 + Penalty 4726.642471 = -2049346.199815
  nChanged 37
		SP:Iteration 29Q (6752.360000 sec): 3 clusters
  Score: Raw -2054101.472774 + Penalty 4726.642471 = -2049374.830302
  nChanged 34
		SP:Iteration 30Q (6752.400000 sec): 3 clusters
  Score: Raw -2054138.149302 + Penalty 4726.642471 = -2049411.506831
  nChanged 33
		SP:Iteration 31Q (6752.430000 sec): 3 clusters
  Score: Raw -2054172.685507 + Penalty 4726.642471 = -2049446.043036
  nChanged 28
		SP:Iteration 32Q (6752.470000 sec): 3 clusters
  Score: Raw -2054200.880458 + Penalty 4726.642471 = -2049474.237986
  nChanged 18
		SP:Iteration 33Q (6752.510000 sec): 3 clusters
  Score: Raw -2054218.510796 + Penalty 4726.642471 = -2049491.868325
  nChanged 11
		SP:Iteration 34Q (6752.550000 sec): 3 clusters
  Score: Raw -2054230.858561 + Penalty 4726.642471 = -2049504.216089
  nChanged 10
		SP:Iteration 35Q (6752.580000 sec): 3 clusters
  Score: Raw -2054243.239565 + Penalty 4726.642471 = -2049516.597094
  nChanged 10
		SP:Iteration 36Q (6752.620000 sec): 3 clusters
  Score: Raw -2054254.030763 + Penalty 4726.642471 = -2049527.388292
  nChanged 5
		SP:Iteration 37Q (6752.660000 sec): 3 clusters
  Score: Raw -2054258.807010 + Penalty 4726.642471 = -2049532.164539
  nChanged 5
		SP:Iteration 38Q (6752.690000 sec): 3 clusters
  Score: Raw -2054262.633595 + Penalty 4726.642471 = -2049535.991124
  nChanged 1
		SP:Iteration 39Q (6752.730000 sec): 3 clusters
  Score: Raw -2054264.597697 + Penalty 4726.642471 = -2049537.955226
  nChanged 4
		SP:Iteration 40F (6752.780000 sec): 3 clusters
  Score: Raw -2054269.095636 + Penalty 4726.642471 = -2049542.453164
  nChanged 1
		SP:Iteration 41Q (6752.820000 sec): 3 clusters
  Score: Raw -2054269.605116 + Penalty 4726.642471 = -2049542.962644
  nChanged 0
		SP:Iteration 42F (6752.860000 sec): 3 clusters
  Score: Raw -2054269.605116 + Penalty 4726.642471 = -2049542.962644
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69763 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6753.100000 sec): 2 clusters
  Score: Raw -10201920.397236 + Penalty 2765.909047 = -10199154.488188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6753.350000 sec): 3 clusters
  Score: Raw -10158072.504041 + Penalty 5531.818095 = -10152540.685946
  nChanged 32523
		SP:Iteration 1F (6753.610000 sec): 3 clusters
  Score: Raw -10175911.567410 + Penalty 5531.818095 = -10170379.749316
  nChanged 2320
		SP:Iteration 2Q (6753.880000 sec): 3 clusters
  Score: Raw -10176466.277836 + Penalty 5531.818095 = -10170934.459741
  nChanged 2240
		SP:Iteration 3Q (6754.140000 sec): 3 clusters
  Score: Raw -10177074.833860 + Penalty 5531.818095 = -10171543.015765
  nChanged 2490
		SP:Iteration 4Q (6754.400000 sec): 3 clusters
  Score: Raw -10177942.711924 + Penalty 5531.818095 = -10172410.893829
  nChanged 2934
		SP:Iteration 5Q (6754.660000 sec): 3 clusters
  Score: Raw -10179219.888162 + Penalty 5531.818095 = -10173688.070067
  nChanged 3783
		SP:Iteration 6F (6754.920000 sec): 3 clusters
  Score: Raw -10181356.282463 + Penalty 5531.818095 = -10175824.464368
  nChanged 5011
		SP:Iteration 7F (6755.180000 sec): 3 clusters
  Score: Raw -10184992.427481 + Penalty 5531.818095 = -10179460.609387
  nChanged 6150
		SP:Iteration 8F (6755.440000 sec): 3 clusters
  Score: Raw -10190470.560502 + Penalty 5531.818095 = -10184938.742407
  nChanged 5800
		SP:Iteration 9F (6755.690000 sec): 3 clusters
  Score: Raw -10196240.697661 + Penalty 5531.818095 = -10190708.879566
  nChanged 3820
		SP:Iteration 10F (6755.950000 sec): 3 clusters
  Score: Raw -10200091.871058 + Penalty 5531.818095 = -10194560.052963
  nChanged 1476
		SP:Iteration 11Q (6756.160000 sec): 3 clusters
  Score: Raw -10201516.835071 + Penalty 5531.818095 = -10195985.016976
  nChanged 392
		SP:Iteration 12Q (6756.360000 sec): 3 clusters
  Score: Raw -10201958.375316 + Penalty 5531.818095 = -10196426.557221
  nChanged 97
		SP:Iteration 13Q (6756.540000 sec): 3 clusters
  Score: Raw -10202111.255118 + Penalty 5531.818095 = -10196579.437023
  nChanged 39
		SP:Iteration 14Q (6756.720000 sec): 3 clusters
  Score: Raw -10202169.376017 + Penalty 5531.818095 = -10196637.557922
  nChanged 16
		SP:Iteration 15Q (6756.900000 sec): 3 clusters
  Score: Raw -10202204.378758 + Penalty 5531.818095 = -10196672.560664
  nChanged 8
		SP:Iteration 16Q (6757.080000 sec): 3 clusters
  Score: Raw -10202215.324661 + Penalty 5531.818095 = -10196683.506566
  nChanged 4
		SP:Iteration 17Q (6757.250000 sec): 3 clusters
  Score: Raw -10202225.975584 + Penalty 5531.818095 = -10196694.157489
  nChanged 3
		SP:Iteration 18Q (6757.430000 sec): 3 clusters
  Score: Raw -10202231.315346 + Penalty 5531.818095 = -10196699.497251
  nChanged 2
		SP:Iteration 19Q (6757.600000 sec): 3 clusters
  Score: Raw -10202233.078643 + Penalty 5531.818095 = -10196701.260548
  nChanged 0
		SP:Iteration 20F (6757.860000 sec): 3 clusters
  Score: Raw -10202233.078643 + Penalty 5531.818095 = -10196701.260548
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6757.890000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6757.900000 sec): 3 clusters
  Score: Raw -385258.417696 + Penalty 3923.652944 = -381334.764752
  nChanged 931
		SP:Iteration 1F (6757.910000 sec): 3 clusters
  Score: Raw -385839.322508 + Penalty 3923.652944 = -381915.669565
  nChanged 183
		SP:Iteration 2F (6757.920000 sec): 3 clusters
  Score: Raw -385954.625459 + Penalty 3923.652944 = -382030.972516
  nChanged 96
		SP:Iteration 3Q (6757.930000 sec): 3 clusters
  Score: Raw -386020.730121 + Penalty 3923.652944 = -382097.077177
  nChanged 79
		SP:Iteration 4Q (6757.940000 sec): 3 clusters
  Score: Raw -386067.952098 + Penalty 3923.652944 = -382144.299155
  nChanged 52
		SP:Iteration 5Q (6757.950000 sec): 3 clusters
  Score: Raw -386099.820590 + Penalty 3923.652944 = -382176.167646
  nChanged 44
		SP:Iteration 6Q (6757.960000 sec): 3 clusters
  Score: Raw -386125.658625 + Penalty 3923.652944 = -382202.005681
  nChanged 46
		SP:Iteration 7Q (6757.970000 sec): 3 clusters
  Score: Raw -386151.195159 + Penalty 3923.652944 = -382227.542215
  nChanged 39
		SP:Iteration 8Q (6757.980000 sec): 3 clusters
  Score: Raw -386172.126639 + Penalty 3923.652944 = -382248.473696
  nChanged 35
		SP:Iteration 9Q (6757.990000 sec): 3 clusters
  Score: Raw -386190.879211 + Penalty 3923.652944 = -382267.226267
  nChanged 34
		SP:Iteration 10Q (6758.000000 sec): 3 clusters
  Score: Raw -386208.044804 + Penalty 3923.652944 = -382284.391860
  nChanged 25
		SP:Iteration 11Q (6758.010000 sec): 3 clusters
  Score: Raw -386221.527283 + Penalty 3923.652944 = -382297.874339
  nChanged 19
		SP:Iteration 12Q (6758.020000 sec): 3 clusters
  Score: Raw -386231.645440 + Penalty 3923.652944 = -382307.992496
  nChanged 13
		SP:Iteration 13Q (6758.030000 sec): 3 clusters
  Score: Raw -386238.298548 + Penalty 3923.652944 = -382314.645604
  nChanged 13
		SP:Iteration 14Q (6758.040000 sec): 3 clusters
  Score: Raw -386244.353069 + Penalty 3923.652944 = -382320.700126
  nChanged 9
		SP:Iteration 15Q (6758.050000 sec): 3 clusters
  Score: Raw -386247.500301 + Penalty 3923.652944 = -382323.847357
  nChanged 9
		SP:Iteration 16Q (6758.060000 sec): 3 clusters
  Score: Raw -386252.320696 + Penalty 3923.652944 = -382328.667753
  nChanged 12
		SP:Iteration 17Q (6758.070000 sec): 3 clusters
  Score: Raw -386258.952717 + Penalty 3923.652944 = -382335.299773
  nChanged 14
		SP:Iteration 18Q (6758.080000 sec): 3 clusters
  Score: Raw -386266.921658 + Penalty 3923.652944 = -382343.268715
  nChanged 17
		SP:Iteration 19Q (6758.090000 sec): 3 clusters
  Score: Raw -386277.121780 + Penalty 3923.652944 = -382353.468836
  nChanged 21
		SP:Iteration 20F (6758.100000 sec): 3 clusters
  Score: Raw -386288.464626 + Penalty 3923.652944 = -382364.811683
  nChanged 21
		SP:Iteration 21Q (6758.110000 sec): 3 clusters
  Score: Raw -386300.715659 + Penalty 3923.652944 = -382377.062716
  nChanged 21
		SP:Iteration 22Q (6758.120000 sec): 3 clusters
  Score: Raw -386311.445059 + Penalty 3923.652944 = -382387.792115
  nChanged 16
		SP:Iteration 23Q (6758.130000 sec): 3 clusters
  Score: Raw -386318.385679 + Penalty 3923.652944 = -382394.732736
  nChanged 11
		SP:Iteration 24Q (6758.140000 sec): 3 clusters
  Score: Raw -386323.694072 + Penalty 3923.652944 = -382400.041128
  nChanged 10
		SP:Iteration 25Q (6758.150000 sec): 3 clusters
  Score: Raw -386327.697390 + Penalty 3923.652944 = -382404.044446
  nChanged 9
		SP:Iteration 26Q (6758.160000 sec): 3 clusters
  Score: Raw -386331.264453 + Penalty 3923.652944 = -382407.611510
  nChanged 12
		SP:Iteration 27Q (6758.170000 sec): 3 clusters
  Score: Raw -386339.278850 + Penalty 3923.652944 = -382415.625907
  nChanged 13
		SP:Iteration 28Q (6758.180000 sec): 3 clusters
  Score: Raw -386346.483413 + Penalty 3923.652944 = -382422.830470
  nChanged 15
		SP:Iteration 29Q (6758.190000 sec): 3 clusters
  Score: Raw -386353.349572 + Penalty 3923.652944 = -382429.696629
  nChanged 20
		SP:Iteration 30Q (6758.200000 sec): 3 clusters
  Score: Raw -386362.594121 + Penalty 3923.652944 = -382438.941178
  nChanged 12
		SP:Iteration 31Q (6758.200000 sec): 3 clusters
  Score: Raw -386367.388473 + Penalty 3923.652944 = -382443.735529
  nChanged 8
		SP:Iteration 32Q (6758.220000 sec): 3 clusters
  Score: Raw -386371.667933 + Penalty 3923.652944 = -382448.014990
  nChanged 16
		SP:Iteration 33Q (6758.220000 sec): 3 clusters
  Score: Raw -386381.149846 + Penalty 3923.652944 = -382457.496902
  nChanged 21
		SP:Iteration 34Q (6758.240000 sec): 3 clusters
  Score: Raw -386393.070322 + Penalty 3923.652944 = -382469.417378
  nChanged 18
		SP:Iteration 35Q (6758.240000 sec): 3 clusters
  Score: Raw -386404.287722 + Penalty 3923.652944 = -382480.634778
  nChanged 11
		SP:Iteration 36Q (6758.250000 sec): 3 clusters
  Score: Raw -386411.373703 + Penalty 3923.652944 = -382487.720760
  nChanged 7
		SP:Iteration 37Q (6758.260000 sec): 3 clusters
  Score: Raw -386414.772019 + Penalty 3923.652944 = -382491.119075
  nChanged 8
		SP:Iteration 38Q (6758.270000 sec): 3 clusters
  Score: Raw -386418.481545 + Penalty 3923.652944 = -382494.828601
  nChanged 9
		SP:Iteration 39Q (6758.280000 sec): 3 clusters
  Score: Raw -386422.743493 + Penalty 3923.652944 = -382499.090549
  nChanged 9
		SP:Iteration 40F (6758.290000 sec): 3 clusters
  Score: Raw -386427.043222 + Penalty 3923.652944 = -382503.390278
  nChanged 10
		SP:Iteration 41Q (6758.300000 sec): 3 clusters
  Score: Raw -386430.781284 + Penalty 3923.652944 = -382507.128341
  nChanged 6
		SP:Iteration 42Q (6758.310000 sec): 3 clusters
  Score: Raw -386434.248987 + Penalty 3923.652944 = -382510.596044
  nChanged 3
		SP:Iteration 43Q (6758.320000 sec): 3 clusters
  Score: Raw -386435.372868 + Penalty 3923.652944 = -382511.719924
  nChanged 4
		SP:Iteration 44Q (6758.330000 sec): 3 clusters
  Score: Raw -386436.515522 + Penalty 3923.652944 = -382512.862579
  nChanged 7
		SP:Iteration 45Q (6758.340000 sec): 3 clusters
  Score: Raw -386438.910950 + Penalty 3923.652944 = -382515.258007
  nChanged 3
		SP:Iteration 46Q (6758.350000 sec): 3 clusters
  Score: Raw -386440.619797 + Penalty 3923.652944 = -382516.966853
  nChanged 4
		SP:Iteration 47Q (6758.360000 sec): 3 clusters
  Score: Raw -386444.219254 + Penalty 3923.652944 = -382520.566311
  nChanged 8
		SP:Iteration 48Q (6758.370000 sec): 3 clusters
  Score: Raw -386448.651401 + Penalty 3923.652944 = -382524.998457
  nChanged 6
		SP:Iteration 49Q (6758.380000 sec): 3 clusters
  Score: Raw -386450.905041 + Penalty 3923.652944 = -382527.252098
  nChanged 6
		SP:Iteration 50Q (6758.390000 sec): 3 clusters
  Score: Raw -386453.143883 + Penalty 3923.652944 = -382529.490939
  nChanged 3
		SP:Iteration 51Q (6758.400000 sec): 3 clusters
  Score: Raw -386455.113017 + Penalty 3923.652944 = -382531.460073
  nChanged 5
		SP:Iteration 52Q (6758.410000 sec): 3 clusters
  Score: Raw -386457.295892 + Penalty 3923.652944 = -382533.642948
  nChanged 5
		SP:Iteration 53Q (6758.420000 sec): 3 clusters
  Score: Raw -386460.615028 + Penalty 3923.652944 = -382536.962084
  nChanged 5
		SP:Iteration 54Q (6758.430000 sec): 3 clusters
  Score: Raw -386462.947495 + Penalty 3923.652944 = -382539.294551
  nChanged 4
		SP:Iteration 55Q (6758.440000 sec): 3 clusters
  Score: Raw -386464.582431 + Penalty 3923.652944 = -382540.929487
  nChanged 2
		SP:Iteration 56Q (6758.440000 sec): 3 clusters
  Score: Raw -386465.046255 + Penalty 3923.652944 = -382541.393311
  nChanged 0
		SP:Iteration 57F (6758.460000 sec): 3 clusters
  Score: Raw -386465.046255 + Penalty 3923.652944 = -382541.393311
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6758.460000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6758.470000 sec): 3 clusters
  Score: Raw -168857.279933 + Penalty 3494.272938 = -165363.006995
  nChanged 295
		SP:Iteration 1F (6758.470000 sec): 3 clusters
  Score: Raw -169141.441301 + Penalty 3494.272938 = -165647.168363
  nChanged 75
		SP:Iteration 2F (6758.480000 sec): 3 clusters
  Score: Raw -169232.728068 + Penalty 3494.272938 = -165738.455130
  nChanged 33
		SP:Iteration 3Q (6758.480000 sec): 3 clusters
  Score: Raw -169270.972611 + Penalty 3494.272938 = -165776.699673
  nChanged 18
		SP:Iteration 4Q (6758.480000 sec): 3 clusters
  Score: Raw -169289.618994 + Penalty 3494.272938 = -165795.346056
  nChanged 19
		SP:Iteration 5Q (6758.490000 sec): 3 clusters
  Score: Raw -169309.441525 + Penalty 3494.272938 = -165815.168587
  nChanged 11
		SP:Iteration 6Q (6758.490000 sec): 3 clusters
  Score: Raw -169319.257481 + Penalty 3494.272938 = -165824.984543
  nChanged 4
		SP:Iteration 7Q (6758.500000 sec): 3 clusters
  Score: Raw -169324.017487 + Penalty 3494.272938 = -165829.744549
  nChanged 4
		SP:Iteration 8Q (6758.500000 sec): 3 clusters
  Score: Raw -169326.137010 + Penalty 3494.272938 = -165831.864072
  nChanged 0
		SP:Iteration 9F (6758.500000 sec): 3 clusters
  Score: Raw -169326.137010 + Penalty 3494.272938 = -165831.864072
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6758.510000 sec): 2 clusters
  Score: Raw -256972.402976 + Penalty 1864.479917 = -255107.923060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6758.520000 sec): 3 clusters
  Score: Raw -256476.876301 + Penalty 3728.959834 = -252747.916467
  nChanged 577
		SP:Iteration 1F (6758.520000 sec): 3 clusters
  Score: Raw -257086.859301 + Penalty 3728.959834 = -253357.899467
  nChanged 199
		SP:Iteration 2F (6758.530000 sec): 3 clusters
  Score: Raw -257473.042636 + Penalty 3728.959834 = -253744.082802
  nChanged 158
		SP:Iteration 3F (6758.540000 sec): 3 clusters
  Score: Raw -257790.298113 + Penalty 3728.959834 = -254061.338279
  nChanged 113
		SP:Iteration 4F (6758.540000 sec): 3 clusters
  Score: Raw -258099.221820 + Penalty 3728.959834 = -254370.261986
  nChanged 74
		SP:Iteration 5Q (6758.550000 sec): 3 clusters
  Score: Raw -258219.892092 + Penalty 3728.959834 = -254490.932259
  nChanged 53
		SP:Iteration 6Q (6758.560000 sec): 3 clusters
  Score: Raw -258276.002396 + Penalty 3728.959834 = -254547.042562
  nChanged 26
		SP:Iteration 7Q (6758.560000 sec): 3 clusters
  Score: Raw -258314.560131 + Penalty 3728.959834 = -254585.600297
  nChanged 19
		SP:Iteration 8Q (6758.570000 sec): 3 clusters
  Score: Raw -258341.792630 + Penalty 3728.959834 = -254612.832796
  nChanged 19
		SP:Iteration 9Q (6758.580000 sec): 3 clusters
  Score: Raw -258366.637936 + Penalty 3728.959834 = -254637.678103
  nChanged 19
		SP:Iteration 10Q (6758.580000 sec): 3 clusters
  Score: Raw -258391.304361 + Penalty 3728.959834 = -254662.344527
  nChanged 12
		SP:Iteration 11Q (6758.590000 sec): 3 clusters
  Score: Raw -258409.451478 + Penalty 3728.959834 = -254680.491644
  nChanged 10
		SP:Iteration 12Q (6758.600000 sec): 3 clusters
  Score: Raw -258430.793505 + Penalty 3728.959834 = -254701.833671
  nChanged 15
		SP:Iteration 13Q (6758.600000 sec): 3 clusters
  Score: Raw -258458.040485 + Penalty 3728.959834 = -254729.080651
  nChanged 13
		SP:Iteration 14Q (6758.610000 sec): 3 clusters
  Score: Raw -258482.476230 + Penalty 3728.959834 = -254753.516396
  nChanged 5
		SP:Iteration 15Q (6758.610000 sec): 3 clusters
  Score: Raw -258491.073558 + Penalty 3728.959834 = -254762.113724
  nChanged 7
		SP:Iteration 16Q (6758.620000 sec): 3 clusters
  Score: Raw -258509.390125 + Penalty 3728.959834 = -254780.430291
  nChanged 4
		SP:Iteration 17Q (6758.620000 sec): 3 clusters
  Score: Raw -258514.418151 + Penalty 3728.959834 = -254785.458317
  nChanged 3
		SP:Iteration 18Q (6758.630000 sec): 3 clusters
  Score: Raw -258518.909506 + Penalty 3728.959834 = -254789.949672
  nChanged 2
		SP:Iteration 19Q (6758.640000 sec): 3 clusters
  Score: Raw -258520.565885 + Penalty 3728.959834 = -254791.606051
  nChanged 2
		SP:Iteration 20F (6758.640000 sec): 3 clusters
  Score: Raw -258531.583363 + Penalty 3728.959834 = -254802.623529
  nChanged 5
		SP:Iteration 21Q (6758.650000 sec): 3 clusters
  Score: Raw -258570.948015 + Penalty 3728.959834 = -254841.988181
  nChanged 2
		SP:Iteration 22Q (6758.650000 sec): 3 clusters
  Score: Raw -258580.472805 + Penalty 3728.959834 = -254851.512971
  nChanged 2
		SP:Iteration 23Q (6758.660000 sec): 3 clusters
  Score: Raw -258589.862520 + Penalty 3728.959834 = -254860.902686
  nChanged 5
		SP:Iteration 24Q (6758.660000 sec): 3 clusters
  Score: Raw -258605.471620 + Penalty 3728.959834 = -254876.511786
  nChanged 8
		SP:Iteration 25Q (6758.670000 sec): 3 clusters
  Score: Raw -258616.617034 + Penalty 3728.959834 = -254887.657200
  nChanged 6
		SP:Iteration 26Q (6758.680000 sec): 3 clusters
  Score: Raw -258624.314097 + Penalty 3728.959834 = -254895.354263
  nChanged 6
		SP:Iteration 27Q (6758.680000 sec): 3 clusters
  Score: Raw -258629.601347 + Penalty 3728.959834 = -254900.641513
  nChanged 4
		SP:Iteration 28Q (6758.680000 sec): 3 clusters
  Score: Raw -258637.897737 + Penalty 3728.959834 = -254908.937903
  nChanged 2
		SP:Iteration 29Q (6758.690000 sec): 3 clusters
  Score: Raw -258639.847967 + Penalty 3728.959834 = -254910.888133
  nChanged 1
		SP:Iteration 30Q (6758.700000 sec): 3 clusters
  Score: Raw -258642.251264 + Penalty 3728.959834 = -254913.291430
  nChanged 2
		SP:Iteration 31Q (6758.700000 sec): 3 clusters
  Score: Raw -258644.406601 + Penalty 3728.959834 = -254915.446767
  nChanged 1
		SP:Iteration 32Q (6758.710000 sec): 3 clusters
  Score: Raw -258645.478547 + Penalty 3728.959834 = -254916.518713
  nChanged 1
		SP:Iteration 33Q (6758.710000 sec): 3 clusters
  Score: Raw -258648.428782 + Penalty 3728.959834 = -254919.468948
  nChanged 3
		SP:Iteration 34Q (6758.720000 sec): 3 clusters
  Score: Raw -258652.730337 + Penalty 3728.959834 = -254923.770503
  nChanged 2
		SP:Iteration 35Q (6758.720000 sec): 3 clusters
  Score: Raw -258654.757166 + Penalty 3728.959834 = -254925.797332
  nChanged 2
		SP:Iteration 36Q (6758.730000 sec): 3 clusters
  Score: Raw -258656.645394 + Penalty 3728.959834 = -254927.685560
  nChanged 2
		SP:Iteration 37Q (6758.740000 sec): 3 clusters
  Score: Raw -258658.412171 + Penalty 3728.959834 = -254929.452338
  nChanged 0
		SP:Iteration 38F (6758.740000 sec): 3 clusters
  Score: Raw -258658.412171 + Penalty 3728.959834 = -254929.452338
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6758.780000 sec): 2 clusters
  Score: Raw -1667596.949553 + Penalty 2305.832084 = -1665291.117469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6758.820000 sec): 3 clusters
  Score: Raw -1661602.429831 + Penalty 4611.664169 = -1656990.765662
  nChanged 4569
		SP:Iteration 1F (6758.860000 sec): 3 clusters
  Score: Raw -1664051.991225 + Penalty 4611.664169 = -1659440.327056
  nChanged 665
		SP:Iteration 2F (6758.900000 sec): 3 clusters
  Score: Raw -1664327.712837 + Penalty 4611.664169 = -1659716.048668
  nChanged 495
		SP:Iteration 3Q (6758.940000 sec): 3 clusters
  Score: Raw -1664526.340107 + Penalty 4611.664169 = -1659914.675938
  nChanged 416
		SP:Iteration 4Q (6758.980000 sec): 3 clusters
  Score: Raw -1664672.947527 + Penalty 4611.664169 = -1660061.283358
  nChanged 338
		SP:Iteration 5Q (6759.020000 sec): 3 clusters
  Score: Raw -1664775.539934 + Penalty 4611.664169 = -1660163.875765
  nChanged 262
		SP:Iteration 6Q (6759.060000 sec): 3 clusters
  Score: Raw -1664848.000772 + Penalty 4611.664169 = -1660236.336603
  nChanged 210
		SP:Iteration 7Q (6759.100000 sec): 3 clusters
  Score: Raw -1664900.573401 + Penalty 4611.664169 = -1660288.909232
  nChanged 169
		SP:Iteration 8Q (6759.140000 sec): 3 clusters
  Score: Raw -1664940.019307 + Penalty 4611.664169 = -1660328.355138
  nChanged 132
		SP:Iteration 9Q (6759.180000 sec): 3 clusters
  Score: Raw -1664969.881179 + Penalty 4611.664169 = -1660358.217010
  nChanged 130
		SP:Iteration 10Q (6759.220000 sec): 3 clusters
  Score: Raw -1665000.771852 + Penalty 4611.664169 = -1660389.107683
  nChanged 138
		SP:Iteration 11Q (6759.260000 sec): 3 clusters
  Score: Raw -1665032.944720 + Penalty 4611.664169 = -1660421.280551
  nChanged 130
		SP:Iteration 12Q (6759.300000 sec): 3 clusters
  Score: Raw -1665062.615743 + Penalty 4611.664169 = -1660450.951574
  nChanged 140
		SP:Iteration 13Q (6759.340000 sec): 3 clusters
  Score: Raw -1665098.304580 + Penalty 4611.664169 = -1660486.640411
  nChanged 147
		SP:Iteration 14Q (6759.380000 sec): 3 clusters
  Score: Raw -1665133.212160 + Penalty 4611.664169 = -1660521.547991
  nChanged 133
		SP:Iteration 15Q (6759.410000 sec): 3 clusters
  Score: Raw -1665165.440818 + Penalty 4611.664169 = -1660553.776649
  nChanged 149
		SP:Iteration 16Q (6759.460000 sec): 3 clusters
  Score: Raw -1665201.440371 + Penalty 4611.664169 = -1660589.776202
  nChanged 153
		SP:Iteration 17Q (6759.500000 sec): 3 clusters
  Score: Raw -1665242.467725 + Penalty 4611.664169 = -1660630.803556
  nChanged 163
		SP:Iteration 18Q (6759.530000 sec): 3 clusters
  Score: Raw -1665282.518319 + Penalty 4611.664169 = -1660670.854150
  nChanged 161
		SP:Iteration 19Q (6759.570000 sec): 3 clusters
  Score: Raw -1665329.701860 + Penalty 4611.664169 = -1660718.037691
  nChanged 183
		SP:Iteration 20F (6759.610000 sec): 3 clusters
  Score: Raw -1665384.676152 + Penalty 4611.664169 = -1660773.011983
  nChanged 210
		SP:Iteration 21Q (6759.650000 sec): 3 clusters
  Score: Raw -1665448.426315 + Penalty 4611.664169 = -1660836.762146
  nChanged 210
		SP:Iteration 22Q (6759.690000 sec): 3 clusters
  Score: Raw -1665516.258145 + Penalty 4611.664169 = -1660904.593976
  nChanged 239
		SP:Iteration 23Q (6759.730000 sec): 3 clusters
  Score: Raw -1665607.938304 + Penalty 4611.664169 = -1660996.274135
  nChanged 295
		SP:Iteration 24Q (6759.770000 sec): 3 clusters
  Score: Raw -1665731.627874 + Penalty 4611.664169 = -1661119.963705
  nChanged 340
		SP:Iteration 25Q (6759.810000 sec): 3 clusters
  Score: Raw -1665885.966776 + Penalty 4611.664169 = -1661274.302607
  nChanged 342
		SP:Iteration 26Q (6759.850000 sec): 3 clusters
  Score: Raw -1666068.650340 + Penalty 4611.664169 = -1661456.986171
  nChanged 383
		SP:Iteration 27Q (6759.890000 sec): 3 clusters
  Score: Raw -1666294.302286 + Penalty 4611.664169 = -1661682.638117
  nChanged 401
		SP:Iteration 28Q (6759.930000 sec): 3 clusters
  Score: Raw -1666560.544755 + Penalty 4611.664169 = -1661948.880586
  nChanged 418
		SP:Iteration 29Q (6759.970000 sec): 3 clusters
  Score: Raw -1666862.446776 + Penalty 4611.664169 = -1662250.782607
  nChanged 373
		SP:Iteration 30Q (6760.010000 sec): 3 clusters
  Score: Raw -1667139.349753 + Penalty 4611.664169 = -1662527.685584
  nChanged 307
		SP:Iteration 31Q (6760.050000 sec): 3 clusters
  Score: Raw -1667377.927309 + Penalty 4611.664169 = -1662766.263140
  nChanged 246
		SP:Iteration 32Q (6760.080000 sec): 3 clusters
  Score: Raw -1667576.507729 + Penalty 4611.664169 = -1662964.843560
  nChanged 166
		SP:Iteration 33Q (6760.120000 sec): 3 clusters
  Score: Raw -1667705.017207 + Penalty 4611.664169 = -1663093.353038
  nChanged 128
		SP:Iteration 34Q (6760.160000 sec): 3 clusters
  Score: Raw -1667802.806046 + Penalty 4611.664169 = -1663191.141877
  nChanged 70
		SP:Iteration 35Q (6760.190000 sec): 3 clusters
  Score: Raw -1667848.973595 + Penalty 4611.664169 = -1663237.309426
  nChanged 42
		SP:Iteration 36Q (6760.230000 sec): 3 clusters
  Score: Raw -1667882.973432 + Penalty 4611.664169 = -1663271.309263
  nChanged 44
		SP:Iteration 37Q (6760.260000 sec): 3 clusters
  Score: Raw -1667913.129503 + Penalty 4611.664169 = -1663301.465334
  nChanged 34
		SP:Iteration 38Q (6760.290000 sec): 3 clusters
  Score: Raw -1667940.748154 + Penalty 4611.664169 = -1663329.083985
  nChanged 29
		SP:Iteration 39Q (6760.330000 sec): 3 clusters
  Score: Raw -1667962.234674 + Penalty 4611.664169 = -1663350.570505
  nChanged 22
		SP:Iteration 40F (6760.370000 sec): 3 clusters
  Score: Raw -1667977.770493 + Penalty 4611.664169 = -1663366.106324
  nChanged 13
		SP:Iteration 41Q (6760.400000 sec): 3 clusters
  Score: Raw -1667989.448685 + Penalty 4611.664169 = -1663377.784516
  nChanged 12
		SP:Iteration 42Q (6760.430000 sec): 3 clusters
  Score: Raw -1667997.585745 + Penalty 4611.664169 = -1663385.921576
  nChanged 5
		SP:Iteration 43Q (6760.460000 sec): 3 clusters
  Score: Raw -1668000.761574 + Penalty 4611.664169 = -1663389.097405
  nChanged 2
		SP:Iteration 44Q (6760.490000 sec): 3 clusters
  Score: Raw -1668001.957422 + Penalty 4611.664169 = -1663390.293253
  nChanged 4
		SP:Iteration 45Q (6760.530000 sec): 3 clusters
  Score: Raw -1668004.289552 + Penalty 4611.664169 = -1663392.625383
  nChanged 0
		SP:Iteration 46F (6760.570000 sec): 3 clusters
  Score: Raw -1668004.289552 + Penalty 4611.664169 = -1663392.625383
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6760.610000 sec): 2 clusters
  Score: Raw -1983394.227559 + Penalty 2369.339479 = -1981024.888080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6760.660000 sec): 3 clusters
  Score: Raw -1975488.502178 + Penalty 4738.678958 = -1970749.823219
  nChanged 6081
		SP:Iteration 1F (6760.710000 sec): 3 clusters
  Score: Raw -1978578.546998 + Penalty 4738.678958 = -1973839.868039
  nChanged 856
		SP:Iteration 2F (6760.770000 sec): 3 clusters
  Score: Raw -1978953.267485 + Penalty 4738.678958 = -1974214.588526
  nChanged 757
		SP:Iteration 3F (6760.810000 sec): 3 clusters
  Score: Raw -1979297.469619 + Penalty 4738.678958 = -1974558.790661
  nChanged 685
		SP:Iteration 4Q (6760.870000 sec): 3 clusters
  Score: Raw -1979612.259800 + Penalty 4738.678958 = -1974873.580842
  nChanged 662
		SP:Iteration 5Q (6760.920000 sec): 3 clusters
  Score: Raw -1979955.425502 + Penalty 4738.678958 = -1975216.746543
  nChanged 610
		SP:Iteration 6Q (6760.970000 sec): 3 clusters
  Score: Raw -1980235.504738 + Penalty 4738.678958 = -1975496.825780
  nChanged 553
		SP:Iteration 7Q (6761.020000 sec): 3 clusters
  Score: Raw -1980499.726416 + Penalty 4738.678958 = -1975761.047458
  nChanged 534
		SP:Iteration 8Q (6761.070000 sec): 3 clusters
  Score: Raw -1980761.028330 + Penalty 4738.678958 = -1976022.349372
  nChanged 506
		SP:Iteration 9Q (6761.120000 sec): 3 clusters
  Score: Raw -1981028.038871 + Penalty 4738.678958 = -1976289.359912
  nChanged 480
		SP:Iteration 10Q (6761.170000 sec): 3 clusters
  Score: Raw -1981252.993334 + Penalty 4738.678958 = -1976514.314376
  nChanged 431
		SP:Iteration 11Q (6761.220000 sec): 3 clusters
  Score: Raw -1981460.355272 + Penalty 4738.678958 = -1976721.676313
  nChanged 406
		SP:Iteration 12Q (6761.270000 sec): 3 clusters
  Score: Raw -1981647.315993 + Penalty 4738.678958 = -1976908.637034
  nChanged 370
		SP:Iteration 13Q (6761.320000 sec): 3 clusters
  Score: Raw -1981829.721838 + Penalty 4738.678958 = -1977091.042880
  nChanged 348
		SP:Iteration 14Q (6761.370000 sec): 3 clusters
  Score: Raw -1982007.630620 + Penalty 4738.678958 = -1977268.951662
  nChanged 341
		SP:Iteration 15Q (6761.420000 sec): 3 clusters
  Score: Raw -1982178.019337 + Penalty 4738.678958 = -1977439.340379
  nChanged 308
		SP:Iteration 16Q (6761.470000 sec): 3 clusters
  Score: Raw -1982346.269922 + Penalty 4738.678958 = -1977607.590964
  nChanged 301
		SP:Iteration 17Q (6761.520000 sec): 3 clusters
  Score: Raw -1982510.257711 + Penalty 4738.678958 = -1977771.578753
  nChanged 293
		SP:Iteration 18Q (6761.570000 sec): 3 clusters
  Score: Raw -1982674.638131 + Penalty 4738.678958 = -1977935.959172
  nChanged 265
		SP:Iteration 19Q (6761.610000 sec): 3 clusters
  Score: Raw -1982817.706767 + Penalty 4738.678958 = -1978079.027809
  nChanged 245
		SP:Iteration 20F (6761.660000 sec): 3 clusters
  Score: Raw -1982940.695953 + Penalty 4738.678958 = -1978202.016995
  nChanged 189
		SP:Iteration 21Q (6761.710000 sec): 3 clusters
  Score: Raw -1983030.863558 + Penalty 4738.678958 = -1978292.184599
  nChanged 162
		SP:Iteration 22Q (6761.750000 sec): 3 clusters
  Score: Raw -1983115.227470 + Penalty 4738.678958 = -1978376.548512
  nChanged 148
		SP:Iteration 23Q (6761.800000 sec): 3 clusters
  Score: Raw -1983191.620088 + Penalty 4738.678958 = -1978452.941130
  nChanged 129
		SP:Iteration 24Q (6761.840000 sec): 3 clusters
  Score: Raw -1983253.945823 + Penalty 4738.678958 = -1978515.266864
  nChanged 116
		SP:Iteration 25Q (6761.890000 sec): 3 clusters
  Score: Raw -1983304.305455 + Penalty 4738.678958 = -1978565.626497
  nChanged 100
		SP:Iteration 26Q (6761.930000 sec): 3 clusters
  Score: Raw -1983350.264555 + Penalty 4738.678958 = -1978611.585597
  nChanged 94
		SP:Iteration 27Q (6761.970000 sec): 3 clusters
  Score: Raw -1983391.428950 + Penalty 4738.678958 = -1978652.749991
  nChanged 85
		SP:Iteration 28Q (6762.010000 sec): 3 clusters
  Score: Raw -1983429.261418 + Penalty 4738.678958 = -1978690.582459
  nChanged 66
		SP:Iteration 29Q (6762.050000 sec): 3 clusters
  Score: Raw -1983454.190543 + Penalty 4738.678958 = -1978715.511585
  nChanged 75
		SP:Iteration 30Q (6762.100000 sec): 3 clusters
  Score: Raw -1983481.699659 + Penalty 4738.678958 = -1978743.020701
  nChanged 65
		SP:Iteration 31Q (6762.140000 sec): 3 clusters
  Score: Raw -1983506.760674 + Penalty 4738.678958 = -1978768.081716
  nChanged 66
		SP:Iteration 32Q (6762.180000 sec): 3 clusters
  Score: Raw -1983534.453816 + Penalty 4738.678958 = -1978795.774858
  nChanged 78
		SP:Iteration 33Q (6762.220000 sec): 3 clusters
  Score: Raw -1983567.569894 + Penalty 4738.678958 = -1978828.890935
  nChanged 79
		SP:Iteration 34Q (6762.260000 sec): 3 clusters
  Score: Raw -1983599.512937 + Penalty 4738.678958 = -1978860.833979
  nChanged 58
		SP:Iteration 35Q (6762.310000 sec): 3 clusters
  Score: Raw -1983627.114224 + Penalty 4738.678958 = -1978888.435266
  nChanged 51
		SP:Iteration 36Q (6762.350000 sec): 3 clusters
  Score: Raw -1983646.574354 + Penalty 4738.678958 = -1978907.895396
  nChanged 42
		SP:Iteration 37Q (6762.390000 sec): 3 clusters
  Score: Raw -1983659.926773 + Penalty 4738.678958 = -1978921.247815
  nChanged 43
		SP:Iteration 38Q (6762.430000 sec): 3 clusters
  Score: Raw -1983672.882981 + Penalty 4738.678958 = -1978934.204023
  nChanged 29
		SP:Iteration 39Q (6762.470000 sec): 3 clusters
  Score: Raw -1983681.266484 + Penalty 4738.678958 = -1978942.587526
  nChanged 37
		SP:Iteration 40F (6762.520000 sec): 3 clusters
  Score: Raw -1983692.979969 + Penalty 4738.678958 = -1978954.301011
  nChanged 29
		SP:Iteration 41Q (6762.560000 sec): 3 clusters
  Score: Raw -1983702.676193 + Penalty 4738.678958 = -1978963.997235
  nChanged 27
		SP:Iteration 42Q (6762.600000 sec): 3 clusters
  Score: Raw -1983710.944417 + Penalty 4738.678958 = -1978972.265459
  nChanged 23
		SP:Iteration 43Q (6762.640000 sec): 3 clusters
  Score: Raw -1983719.679538 + Penalty 4738.678958 = -1978981.000580
  nChanged 25
		SP:Iteration 44Q (6762.680000 sec): 3 clusters
  Score: Raw -1983726.779524 + Penalty 4738.678958 = -1978988.100565
  nChanged 20
		SP:Iteration 45Q (6762.720000 sec): 3 clusters
  Score: Raw -1983731.657144 + Penalty 4738.678958 = -1978992.978185
  nChanged 17
		SP:Iteration 46Q (6762.760000 sec): 3 clusters
  Score: Raw -1983735.907095 + Penalty 4738.678958 = -1978997.228137
  nChanged 16
		SP:Iteration 47Q (6762.800000 sec): 3 clusters
  Score: Raw -1983740.691607 + Penalty 4738.678958 = -1979002.012649
  nChanged 16
		SP:Iteration 48Q (6762.840000 sec): 3 clusters
  Score: Raw -1983744.560451 + Penalty 4738.678958 = -1979005.881493
  nChanged 6
		SP:Iteration 49Q (6762.880000 sec): 3 clusters
  Score: Raw -1983746.069709 + Penalty 4738.678958 = -1979007.390751
  nChanged 8
		SP:Iteration 50Q (6762.920000 sec): 3 clusters
  Score: Raw -1983748.580326 + Penalty 4738.678958 = -1979009.901368
  nChanged 9
		SP:Iteration 51Q (6762.960000 sec): 3 clusters
  Score: Raw -1983751.490642 + Penalty 4738.678958 = -1979012.811684
  nChanged 16
		SP:Iteration 52Q (6763.000000 sec): 3 clusters
  Score: Raw -1983756.014706 + Penalty 4738.678958 = -1979017.335748
  nChanged 11
		SP:Iteration 53Q (6763.040000 sec): 3 clusters
  Score: Raw -1983758.842667 + Penalty 4738.678958 = -1979020.163709
  nChanged 7
		SP:Iteration 54Q (6763.080000 sec): 3 clusters
  Score: Raw -1983760.147524 + Penalty 4738.678958 = -1979021.468566
  nChanged 7
		SP:Iteration 55Q (6763.120000 sec): 3 clusters
  Score: Raw -1983762.043058 + Penalty 4738.678958 = -1979023.364100
  nChanged 7
		SP:Iteration 56Q (6763.160000 sec): 3 clusters
  Score: Raw -1983764.199196 + Penalty 4738.678958 = -1979025.520238
  nChanged 5
		SP:Iteration 57Q (6763.210000 sec): 3 clusters
  Score: Raw -1983765.309701 + Penalty 4738.678958 = -1979026.630742
  nChanged 8
		SP:Iteration 58Q (6763.250000 sec): 3 clusters
  Score: Raw -1983767.664903 + Penalty 4738.678958 = -1979028.985944
  nChanged 11
		SP:Iteration 59Q (6763.290000 sec): 3 clusters
  Score: Raw -1983770.917380 + Penalty 4738.678958 = -1979032.238422
  nChanged 15
		SP:Iteration 60F (6763.330000 sec): 3 clusters
  Score: Raw -1983775.073481 + Penalty 4738.678958 = -1979036.394523
  nChanged 11
		SP:Iteration 61Q (6763.370000 sec): 3 clusters
  Score: Raw -1983778.004083 + Penalty 4738.678958 = -1979039.325125
  nChanged 14
		SP:Iteration 62Q (6763.410000 sec): 3 clusters
  Score: Raw -1983781.546006 + Penalty 4738.678958 = -1979042.867048
  nChanged 9
		SP:Iteration 63Q (6763.450000 sec): 3 clusters
  Score: Raw -1983784.223552 + Penalty 4738.678958 = -1979045.544594
  nChanged 9
		SP:Iteration 64Q (6763.490000 sec): 3 clusters
  Score: Raw -1983786.892846 + Penalty 4738.678958 = -1979048.213887
  nChanged 7
		SP:Iteration 65Q (6763.530000 sec): 3 clusters
  Score: Raw -1983788.806782 + Penalty 4738.678958 = -1979050.127824
  nChanged 10
		SP:Iteration 66Q (6763.570000 sec): 3 clusters
  Score: Raw -1983791.921933 + Penalty 4738.678958 = -1979053.242975
  nChanged 10
		SP:Iteration 67Q (6763.610000 sec): 3 clusters
  Score: Raw -1983794.738675 + Penalty 4738.678958 = -1979056.059717
  nChanged 12
		SP:Iteration 68Q (6763.650000 sec): 3 clusters
  Score: Raw -1983797.552001 + Penalty 4738.678958 = -1979058.873043
  nChanged 6
		SP:Iteration 69Q (6763.690000 sec): 3 clusters
  Score: Raw -1983799.022412 + Penalty 4738.678958 = -1979060.343453
  nChanged 7
		SP:Iteration 70Q (6763.730000 sec): 3 clusters
  Score: Raw -1983801.465322 + Penalty 4738.678958 = -1979062.786364
  nChanged 6
		SP:Iteration 71Q (6763.770000 sec): 3 clusters
  Score: Raw -1983803.098434 + Penalty 4738.678958 = -1979064.419476
  nChanged 6
		SP:Iteration 72Q (6763.810000 sec): 3 clusters
  Score: Raw -1983805.149251 + Penalty 4738.678958 = -1979066.470293
  nChanged 5
		SP:Iteration 73Q (6763.850000 sec): 3 clusters
  Score: Raw -1983806.112413 + Penalty 4738.678958 = -1979067.433454
  nChanged 4
		SP:Iteration 74Q (6763.890000 sec): 3 clusters
  Score: Raw -1983807.588016 + Penalty 4738.678958 = -1979068.909057
  nChanged 11
		SP:Iteration 75Q (6763.930000 sec): 3 clusters
  Score: Raw -1983810.353236 + Penalty 4738.678958 = -1979071.674278
  nChanged 9
		SP:Iteration 76Q (6763.970000 sec): 3 clusters
  Score: Raw -1983812.719609 + Penalty 4738.678958 = -1979074.040650
  nChanged 5
		SP:Iteration 77Q (6764.010000 sec): 3 clusters
  Score: Raw -1983813.713800 + Penalty 4738.678958 = -1979075.034841
  nChanged 4
		SP:Iteration 78Q (6764.050000 sec): 3 clusters
  Score: Raw -1983814.526651 + Penalty 4738.678958 = -1979075.847693
  nChanged 3
		SP:Iteration 79Q (6764.090000 sec): 3 clusters
  Score: Raw -1983815.593691 + Penalty 4738.678958 = -1979076.914733
  nChanged 3
		SP:Iteration 80F (6764.140000 sec): 3 clusters
  Score: Raw -1983816.333897 + Penalty 4738.678958 = -1979077.654938
  nChanged 3
		SP:Iteration 81Q (6764.180000 sec): 3 clusters
  Score: Raw -1983816.848700 + Penalty 4738.678958 = -1979078.169742
  nChanged 3
		SP:Iteration 82Q (6764.220000 sec): 3 clusters
  Score: Raw -1983817.878589 + Penalty 4738.678958 = -1979079.199631
  nChanged 3
		SP:Iteration 83Q (6764.260000 sec): 3 clusters
  Score: Raw -1983819.336060 + Penalty 4738.678958 = -1979080.657101
  nChanged 8
		SP:Iteration 84Q (6764.300000 sec): 3 clusters
  Score: Raw -1983821.239214 + Penalty 4738.678958 = -1979082.560256
  nChanged 4
		SP:Iteration 85Q (6764.340000 sec): 3 clusters
  Score: Raw -1983822.140654 + Penalty 4738.678958 = -1979083.461696
  nChanged 2
		SP:Iteration 86Q (6764.380000 sec): 3 clusters
  Score: Raw -1983822.899260 + Penalty 4738.678958 = -1979084.220301
  nChanged 1
		SP:Iteration 87Q (6764.410000 sec): 3 clusters
  Score: Raw -1983823.119910 + Penalty 4738.678958 = -1979084.440952
  nChanged 2
		SP:Iteration 88Q (6764.450000 sec): 3 clusters
  Score: Raw -1983823.602274 + Penalty 4738.678958 = -1979084.923316
  nChanged 2
		SP:Iteration 89Q (6764.490000 sec): 3 clusters
  Score: Raw -1983824.264251 + Penalty 4738.678958 = -1979085.585293
  nChanged 1
		SP:Iteration 90Q (6764.530000 sec): 3 clusters
  Score: Raw -1983824.532215 + Penalty 4738.678958 = -1979085.853257
  nChanged 0
		SP:Iteration 91F (6764.580000 sec): 3 clusters
  Score: Raw -1983824.532215 + Penalty 4738.678958 = -1979085.853257
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6764.590000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6764.590000 sec): 3 clusters
  Score: Raw -73220.538390 + Penalty 3074.445443 = -70146.092947
  nChanged 94
		SP:Iteration 1F (6764.590000 sec): 3 clusters
  Score: Raw -73398.209333 + Penalty 3074.445443 = -70323.763890
  nChanged 16
		SP:Iteration 2Q (6764.590000 sec): 3 clusters
  Score: Raw -73433.573290 + Penalty 3074.445443 = -70359.127847
  nChanged 9
		SP:Iteration 3Q (6764.590000 sec): 3 clusters
  Score: Raw -73452.700182 + Penalty 3074.445443 = -70378.254738
  nChanged 6
		SP:Iteration 4Q (6764.600000 sec): 3 clusters
  Score: Raw -73465.057632 + Penalty 3074.445443 = -70390.612188
  nChanged 3
		SP:Iteration 5Q (6764.600000 sec): 3 clusters
  Score: Raw -73471.103968 + Penalty 3074.445443 = -70396.658525
  nChanged 3
		SP:Iteration 6Q (6764.600000 sec): 3 clusters
  Score: Raw -73479.319009 + Penalty 3074.445443 = -70404.873566
  nChanged 5
		SP:Iteration 7Q (6764.600000 sec): 3 clusters
  Score: Raw -73490.209662 + Penalty 3074.445443 = -70415.764218
  nChanged 1
		SP:Iteration 8Q (6764.610000 sec): 3 clusters
  Score: Raw -73496.393007 + Penalty 3074.445443 = -70421.947564
  nChanged 2
		SP:Iteration 9Q (6764.610000 sec): 3 clusters
  Score: Raw -73503.490026 + Penalty 3074.445443 = -70429.044583
  nChanged 0
		SP:Iteration 10F (6764.610000 sec): 3 clusters
  Score: Raw -73503.490026 + Penalty 3074.445443 = -70429.044583
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6764.620000 sec): 2 clusters
  Score: Raw -311484.322142 + Penalty 1906.964035 = -309577.358108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6764.630000 sec): 3 clusters
  Score: Raw -310656.079511 + Penalty 3813.928069 = -306842.151442
  nChanged 729
		SP:Iteration 1F (6764.630000 sec): 3 clusters
  Score: Raw -311152.170677 + Penalty 3813.928069 = -307338.242607
  nChanged 157
		SP:Iteration 2F (6764.640000 sec): 3 clusters
  Score: Raw -311282.449021 + Penalty 3813.928069 = -307468.520951
  nChanged 90
		SP:Iteration 3Q (6764.650000 sec): 3 clusters
  Score: Raw -311352.359907 + Penalty 3813.928069 = -307538.431837
  nChanged 49
		SP:Iteration 4Q (6764.660000 sec): 3 clusters
  Score: Raw -311386.187671 + Penalty 3813.928069 = -307572.259601
  nChanged 38
		SP:Iteration 5Q (6764.670000 sec): 3 clusters
  Score: Raw -311416.475118 + Penalty 3813.928069 = -307602.547049
  nChanged 40
		SP:Iteration 6Q (6764.670000 sec): 3 clusters
  Score: Raw -311449.097980 + Penalty 3813.928069 = -307635.169911
  nChanged 46
		SP:Iteration 7Q (6764.680000 sec): 3 clusters
  Score: Raw -311482.686790 + Penalty 3813.928069 = -307668.758720
  nChanged 38
		SP:Iteration 8Q (6764.690000 sec): 3 clusters
  Score: Raw -311510.348326 + Penalty 3813.928069 = -307696.420257
  nChanged 30
		SP:Iteration 9Q (6764.690000 sec): 3 clusters
  Score: Raw -311527.279289 + Penalty 3813.928069 = -307713.351220
  nChanged 19
		SP:Iteration 10Q (6764.700000 sec): 3 clusters
  Score: Raw -311539.333893 + Penalty 3813.928069 = -307725.405824
  nChanged 16
		SP:Iteration 11Q (6764.710000 sec): 3 clusters
  Score: Raw -311550.052665 + Penalty 3813.928069 = -307736.124595
  nChanged 16
		SP:Iteration 12Q (6764.720000 sec): 3 clusters
  Score: Raw -311560.105076 + Penalty 3813.928069 = -307746.177007
  nChanged 16
		SP:Iteration 13Q (6764.730000 sec): 3 clusters
  Score: Raw -311571.840056 + Penalty 3813.928069 = -307757.911986
  nChanged 16
		SP:Iteration 14Q (6764.730000 sec): 3 clusters
  Score: Raw -311581.227877 + Penalty 3813.928069 = -307767.299808
  nChanged 16
		SP:Iteration 15Q (6764.740000 sec): 3 clusters
  Score: Raw -311594.268059 + Penalty 3813.928069 = -307780.339989
  nChanged 22
		SP:Iteration 16Q (6764.750000 sec): 3 clusters
  Score: Raw -311607.377571 + Penalty 3813.928069 = -307793.449502
  nChanged 10
		SP:Iteration 17Q (6764.760000 sec): 3 clusters
  Score: Raw -311613.773229 + Penalty 3813.928069 = -307799.845160
  nChanged 15
		SP:Iteration 18Q (6764.770000 sec): 3 clusters
  Score: Raw -311623.642926 + Penalty 3813.928069 = -307809.714857
  nChanged 16
		SP:Iteration 19Q (6764.770000 sec): 3 clusters
  Score: Raw -311636.161707 + Penalty 3813.928069 = -307822.233638
  nChanged 13
		SP:Iteration 20F (6764.780000 sec): 3 clusters
  Score: Raw -311644.679850 + Penalty 3813.928069 = -307830.751781
  nChanged 3
		SP:Iteration 21Q (6764.790000 sec): 3 clusters
  Score: Raw -311646.477813 + Penalty 3813.928069 = -307832.549743
  nChanged 6
		SP:Iteration 22Q (6764.790000 sec): 3 clusters
  Score: Raw -311650.546971 + Penalty 3813.928069 = -307836.618902
  nChanged 6
		SP:Iteration 23Q (6764.800000 sec): 3 clusters
  Score: Raw -311654.534708 + Penalty 3813.928069 = -307840.606638
  nChanged 4
		SP:Iteration 24Q (6764.810000 sec): 3 clusters
  Score: Raw -311657.026282 + Penalty 3813.928069 = -307843.098213
  nChanged 6
		SP:Iteration 25Q (6764.820000 sec): 3 clusters
  Score: Raw -311660.232410 + Penalty 3813.928069 = -307846.304341
  nChanged 5
		SP:Iteration 26Q (6764.830000 sec): 3 clusters
  Score: Raw -311662.937879 + Penalty 3813.928069 = -307849.009809
  nChanged 2
		SP:Iteration 27Q (6764.830000 sec): 3 clusters
  Score: Raw -311664.278468 + Penalty 3813.928069 = -307850.350398
  nChanged 5
		SP:Iteration 28Q (6764.840000 sec): 3 clusters
  Score: Raw -311666.793381 + Penalty 3813.928069 = -307852.865312
  nChanged 8
		SP:Iteration 29Q (6764.850000 sec): 3 clusters
  Score: Raw -311672.665738 + Penalty 3813.928069 = -307858.737669
  nChanged 5
		SP:Iteration 30Q (6764.860000 sec): 3 clusters
  Score: Raw -311674.894580 + Penalty 3813.928069 = -307860.966511
  nChanged 2
		SP:Iteration 31Q (6764.870000 sec): 3 clusters
  Score: Raw -311676.156869 + Penalty 3813.928069 = -307862.228800
  nChanged 0
		SP:Iteration 32F (6764.870000 sec): 3 clusters
  Score: Raw -311676.156869 + Penalty 3813.928069 = -307862.228800
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31539 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6764.980000 sec): 2 clusters
  Score: Raw -4606417.984295 + Penalty 2569.027078 = -4603848.957217
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6765.090000 sec): 3 clusters
  Score: Raw -4587590.371160 + Penalty 5138.054157 = -4582452.317003
  nChanged 14098
		SP:Iteration 1F (6765.210000 sec): 3 clusters
  Score: Raw -4595363.879552 + Penalty 5138.054157 = -4590225.825396
  nChanged 1411
		SP:Iteration 2Q (6765.330000 sec): 3 clusters
  Score: Raw -4595827.538484 + Penalty 5138.054157 = -4590689.484327
  nChanged 1309
		SP:Iteration 3Q (6765.450000 sec): 3 clusters
  Score: Raw -4596333.557085 + Penalty 5138.054157 = -4591195.502928
  nChanged 1351
		SP:Iteration 4Q (6765.560000 sec): 3 clusters
  Score: Raw -4596924.111497 + Penalty 5138.054157 = -4591786.057341
  nChanged 1463
		SP:Iteration 5Q (6765.680000 sec): 3 clusters
  Score: Raw -4597659.004680 + Penalty 5138.054157 = -4592520.950524
  nChanged 1721
		SP:Iteration 6F (6765.800000 sec): 3 clusters
  Score: Raw -4598658.604662 + Penalty 5138.054157 = -4593520.550505
  nChanged 1936
		SP:Iteration 7F (6765.910000 sec): 3 clusters
  Score: Raw -4599884.037374 + Penalty 5138.054157 = -4594745.983218
  nChanged 2051
		SP:Iteration 8F (6766.030000 sec): 3 clusters
  Score: Raw -4601237.724275 + Penalty 5138.054157 = -4596099.670119
  nChanged 1912
		SP:Iteration 9F (6766.140000 sec): 3 clusters
  Score: Raw -4602587.704283 + Penalty 5138.054157 = -4597449.650126
  nChanged 1646
		SP:Iteration 10F (6766.260000 sec): 3 clusters
  Score: Raw -4603854.163953 + Penalty 5138.054157 = -4598716.109796
  nChanged 1323
		SP:Iteration 11Q (6766.370000 sec): 3 clusters
  Score: Raw -4605158.191847 + Penalty 5138.054157 = -4600020.137691
  nChanged 885
		SP:Iteration 12Q (6766.490000 sec): 3 clusters
  Score: Raw -4606382.740501 + Penalty 5138.054157 = -4601244.686344
  nChanged 538
		SP:Iteration 13Q (6766.590000 sec): 3 clusters
  Score: Raw -4606837.420543 + Penalty 5138.054157 = -4601699.366387
  nChanged 360
		SP:Iteration 14Q (6766.690000 sec): 3 clusters
  Score: Raw -4607003.169028 + Penalty 5138.054157 = -4601865.114871
  nChanged 274
		SP:Iteration 15Q (6766.790000 sec): 3 clusters
  Score: Raw -4607112.150044 + Penalty 5138.054157 = -4601974.095887
  nChanged 218
		SP:Iteration 16Q (6766.880000 sec): 3 clusters
  Score: Raw -4607187.452241 + Penalty 5138.054157 = -4602049.398084
  nChanged 184
		SP:Iteration 17Q (6766.970000 sec): 3 clusters
  Score: Raw -4607247.888041 + Penalty 5138.054157 = -4602109.833884
  nChanged 156
		SP:Iteration 18Q (6767.070000 sec): 3 clusters
  Score: Raw -4607290.300086 + Penalty 5138.054157 = -4602152.245930
  nChanged 104
		SP:Iteration 19Q (6767.160000 sec): 3 clusters
  Score: Raw -4607315.187813 + Penalty 5138.054157 = -4602177.133656
  nChanged 99
		SP:Iteration 20F (6767.280000 sec): 3 clusters
  Score: Raw -4607338.237510 + Penalty 5138.054157 = -4602200.183353
  nChanged 74
		SP:Iteration 21Q (6767.370000 sec): 3 clusters
  Score: Raw -4607354.436363 + Penalty 5138.054157 = -4602216.382206
  nChanged 58
		SP:Iteration 22Q (6767.460000 sec): 3 clusters
  Score: Raw -4607365.993024 + Penalty 5138.054157 = -4602227.938868
  nChanged 55
		SP:Iteration 23Q (6767.550000 sec): 3 clusters
  Score: Raw -4607374.975525 + Penalty 5138.054157 = -4602236.921368
  nChanged 42
		SP:Iteration 24Q (6767.640000 sec): 3 clusters
  Score: Raw -4607381.870250 + Penalty 5138.054157 = -4602243.816093
  nChanged 33
		SP:Iteration 25Q (6767.730000 sec): 3 clusters
  Score: Raw -4607389.149444 + Penalty 5138.054157 = -4602251.095287
  nChanged 31
		SP:Iteration 26Q (6767.820000 sec): 3 clusters
  Score: Raw -4607394.848824 + Penalty 5138.054157 = -4602256.794668
  nChanged 27
		SP:Iteration 27Q (6767.910000 sec): 3 clusters
  Score: Raw -4607399.308017 + Penalty 5138.054157 = -4602261.253860
  nChanged 17
		SP:Iteration 28Q (6768.000000 sec): 3 clusters
  Score: Raw -4607401.798075 + Penalty 5138.054157 = -4602263.743919
  nChanged 15
		SP:Iteration 29Q (6768.090000 sec): 3 clusters
  Score: Raw -4607404.225232 + Penalty 5138.054157 = -4602266.171075
  nChanged 12
		SP:Iteration 30Q (6768.180000 sec): 3 clusters
  Score: Raw -4607406.014037 + Penalty 5138.054157 = -4602267.959880
  nChanged 7
		SP:Iteration 31Q (6768.270000 sec): 3 clusters
  Score: Raw -4607406.965871 + Penalty 5138.054157 = -4602268.911714
  nChanged 9
		SP:Iteration 32Q (6768.360000 sec): 3 clusters
  Score: Raw -4607407.838189 + Penalty 5138.054157 = -4602269.784032
  nChanged 8
		SP:Iteration 33Q (6768.450000 sec): 3 clusters
  Score: Raw -4607408.818829 + Penalty 5138.054157 = -4602270.764672
  nChanged 7
		SP:Iteration 34Q (6768.540000 sec): 3 clusters
  Score: Raw -4607409.676586 + Penalty 5138.054157 = -4602271.622430
  nChanged 9
		SP:Iteration 35Q (6768.630000 sec): 3 clusters
  Score: Raw -4607410.903662 + Penalty 5138.054157 = -4602272.849506
  nChanged 11
		SP:Iteration 36Q (6768.720000 sec): 3 clusters
  Score: Raw -4607412.538161 + Penalty 5138.054157 = -4602274.484005
  nChanged 10
		SP:Iteration 37Q (6768.810000 sec): 3 clusters
  Score: Raw -4607414.168224 + Penalty 5138.054157 = -4602276.114068
  nChanged 9
		SP:Iteration 38Q (6768.900000 sec): 3 clusters
  Score: Raw -4607415.252869 + Penalty 5138.054157 = -4602277.198712
  nChanged 12
		SP:Iteration 39Q (6768.990000 sec): 3 clusters
  Score: Raw -4607416.932157 + Penalty 5138.054157 = -4602278.878001
  nChanged 16
		SP:Iteration 40F (6769.110000 sec): 3 clusters
  Score: Raw -4607419.842734 + Penalty 5138.054157 = -4602281.788578
  nChanged 17
		SP:Iteration 41Q (6769.190000 sec): 3 clusters
  Score: Raw -4607422.132167 + Penalty 5138.054157 = -4602284.078010
  nChanged 10
		SP:Iteration 42Q (6769.290000 sec): 3 clusters
  Score: Raw -4607424.057435 + Penalty 5138.054157 = -4602286.003279
  nChanged 15
		SP:Iteration 43Q (6769.370000 sec): 3 clusters
  Score: Raw -4607427.088275 + Penalty 5138.054157 = -4602289.034118
  nChanged 14
		SP:Iteration 44Q (6769.470000 sec): 3 clusters
  Score: Raw -4607429.173567 + Penalty 5138.054157 = -4602291.119411
  nChanged 10
		SP:Iteration 45Q (6769.550000 sec): 3 clusters
  Score: Raw -4607430.833956 + Penalty 5138.054157 = -4602292.779800
  nChanged 15
		SP:Iteration 46Q (6769.640000 sec): 3 clusters
  Score: Raw -4607434.538720 + Penalty 5138.054157 = -4602296.484563
  nChanged 17
		SP:Iteration 47Q (6769.730000 sec): 3 clusters
  Score: Raw -4607436.762801 + Penalty 5138.054157 = -4602298.708645
  nChanged 9
		SP:Iteration 48Q (6769.820000 sec): 3 clusters
  Score: Raw -4607438.246787 + Penalty 5138.054157 = -4602300.192630
  nChanged 8
		SP:Iteration 49Q (6769.910000 sec): 3 clusters
  Score: Raw -4607439.453876 + Penalty 5138.054157 = -4602301.399719
  nChanged 4
		SP:Iteration 50Q (6770.000000 sec): 3 clusters
  Score: Raw -4607440.090868 + Penalty 5138.054157 = -4602302.036712
  nChanged 6
		SP:Iteration 51Q (6770.090000 sec): 3 clusters
  Score: Raw -4607441.033397 + Penalty 5138.054157 = -4602302.979240
  nChanged 4
		SP:Iteration 52Q (6770.170000 sec): 3 clusters
  Score: Raw -4607441.527089 + Penalty 5138.054157 = -4602303.472933
  nChanged 3
		SP:Iteration 53Q (6770.270000 sec): 3 clusters
  Score: Raw -4607441.922142 + Penalty 5138.054157 = -4602303.867985
  nChanged 1
		SP:Iteration 54Q (6770.350000 sec): 3 clusters
  Score: Raw -4607442.081400 + Penalty 5138.054157 = -4602304.027243
  nChanged 0
		SP:Iteration 55F (6770.470000 sec): 3 clusters
  Score: Raw -4607442.081400 + Penalty 5138.054157 = -4602304.027243
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6770.790000 sec): 2 clusters
  Score: Raw -14358616.355029 + Penalty 2852.078443 = -14355764.276586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6771.150000 sec): 3 clusters
  Score: Raw -14295472.971536 + Penalty 5704.156886 = -14289768.814650
  nChanged 46427
		SP:Iteration 1F (6771.520000 sec): 3 clusters
  Score: Raw -14321884.346806 + Penalty 5704.156886 = -14316180.189920
  nChanged 3452
		SP:Iteration 2Q (6771.890000 sec): 3 clusters
  Score: Raw -14322739.852288 + Penalty 5704.156886 = -14317035.695402
  nChanged 3532
		SP:Iteration 3Q (6772.260000 sec): 3 clusters
  Score: Raw -14323664.137365 + Penalty 5704.156886 = -14317959.980479
  nChanged 3579
		SP:Iteration 4Q (6772.630000 sec): 3 clusters
  Score: Raw -14324686.748479 + Penalty 5704.156886 = -14318982.591592
  nChanged 3680
		SP:Iteration 5Q (6773.000000 sec): 3 clusters
  Score: Raw -14325851.607825 + Penalty 5704.156886 = -14320147.450939
  nChanged 4024
		SP:Iteration 6Q (6773.370000 sec): 3 clusters
  Score: Raw -14327262.255917 + Penalty 5704.156886 = -14321558.099031
  nChanged 4326
		SP:Iteration 7Q (6773.740000 sec): 3 clusters
  Score: Raw -14328887.630766 + Penalty 5704.156886 = -14323183.473880
  nChanged 4459
		SP:Iteration 8Q (6774.110000 sec): 3 clusters
  Score: Raw -14330795.652643 + Penalty 5704.156886 = -14325091.495757
  nChanged 4876
		SP:Iteration 9Q (6774.490000 sec): 3 clusters
  Score: Raw -14333245.055961 + Penalty 5704.156886 = -14327540.899074
  nChanged 5140
		SP:Iteration 10F (6774.850000 sec): 3 clusters
  Score: Raw -14336231.211757 + Penalty 5704.156886 = -14330527.054871
  nChanged 5096
		SP:Iteration 11F (6775.210000 sec): 3 clusters
  Score: Raw -14339544.254035 + Penalty 5704.156886 = -14333840.097149
  nChanged 4860
		SP:Iteration 12Q (6775.580000 sec): 3 clusters
  Score: Raw -14342983.032775 + Penalty 5704.156886 = -14337278.875889
  nChanged 4136
		SP:Iteration 13Q (6775.950000 sec): 3 clusters
  Score: Raw -14345903.263697 + Penalty 5704.156886 = -14340199.106811
  nChanged 3458
		SP:Iteration 14Q (6776.300000 sec): 3 clusters
  Score: Raw -14348125.627640 + Penalty 5704.156886 = -14342421.470754
  nChanged 2897
		SP:Iteration 15Q (6776.640000 sec): 3 clusters
  Score: Raw -14349819.038045 + Penalty 5704.156886 = -14344114.881159
  nChanged 2455
		SP:Iteration 16Q (6776.970000 sec): 3 clusters
  Score: Raw -14351181.775798 + Penalty 5704.156886 = -14345477.618912
  nChanged 2192
		SP:Iteration 17Q (6777.290000 sec): 3 clusters
  Score: Raw -14352399.817738 + Penalty 5704.156886 = -14346695.660852
  nChanged 2086
		SP:Iteration 18Q (6777.600000 sec): 3 clusters
  Score: Raw -14353570.896360 + Penalty 5704.156886 = -14347866.739474
  nChanged 1815
		SP:Iteration 19Q (6777.900000 sec): 3 clusters
  Score: Raw -14354594.898660 + Penalty 5704.156886 = -14348890.741774
  nChanged 1674
		SP:Iteration 20F (6778.260000 sec): 3 clusters
  Score: Raw -14355564.034719 + Penalty 5704.156886 = -14349859.877832
  nChanged 1413
		SP:Iteration 21Q (6778.550000 sec): 3 clusters
  Score: Raw -14356403.307844 + Penalty 5704.156886 = -14350699.150958
  nChanged 1161
		SP:Iteration 22Q (6778.830000 sec): 3 clusters
  Score: Raw -14357103.332793 + Penalty 5704.156886 = -14351399.175907
  nChanged 938
		SP:Iteration 23Q (6779.110000 sec): 3 clusters
  Score: Raw -14357672.320468 + Penalty 5704.156886 = -14351968.163582
  nChanged 746
		SP:Iteration 24Q (6779.380000 sec): 3 clusters
  Score: Raw -14358128.046689 + Penalty 5704.156886 = -14352423.889803
  nChanged 563
		SP:Iteration 25Q (6779.650000 sec): 3 clusters
  Score: Raw -14358457.613295 + Penalty 5704.156886 = -14352753.456409
  nChanged 407
		SP:Iteration 26Q (6779.910000 sec): 3 clusters
  Score: Raw -14358688.118802 + Penalty 5704.156886 = -14352983.961916
  nChanged 269
		SP:Iteration 27Q (6780.170000 sec): 3 clusters
  Score: Raw -14358844.570119 + Penalty 5704.156886 = -14353140.413233
  nChanged 210
		SP:Iteration 28Q (6780.430000 sec): 3 clusters
  Score: Raw -14358959.672029 + Penalty 5704.156886 = -14353255.515143
  nChanged 141
		SP:Iteration 29Q (6780.690000 sec): 3 clusters
  Score: Raw -14359025.881543 + Penalty 5704.156886 = -14353321.724657
  nChanged 83
		SP:Iteration 30Q (6780.950000 sec): 3 clusters
  Score: Raw -14359064.814822 + Penalty 5704.156886 = -14353360.657936
  nChanged 66
		SP:Iteration 31Q (6781.210000 sec): 3 clusters
  Score: Raw -14359094.144037 + Penalty 5704.156886 = -14353389.987151
  nChanged 54
		SP:Iteration 32Q (6781.460000 sec): 3 clusters
  Score: Raw -14359127.129109 + Penalty 5704.156886 = -14353422.972223
  nChanged 49
		SP:Iteration 33Q (6781.710000 sec): 3 clusters
  Score: Raw -14359156.471294 + Penalty 5704.156886 = -14353452.314408
  nChanged 40
		SP:Iteration 34Q (6781.970000 sec): 3 clusters
  Score: Raw -14359175.880289 + Penalty 5704.156886 = -14353471.723403
  nChanged 34
		SP:Iteration 35Q (6782.220000 sec): 3 clusters
  Score: Raw -14359190.917102 + Penalty 5704.156886 = -14353486.760216
  nChanged 19
		SP:Iteration 36Q (6782.480000 sec): 3 clusters
  Score: Raw -14359200.068923 + Penalty 5704.156886 = -14353495.912037
  nChanged 18
		SP:Iteration 37Q (6782.730000 sec): 3 clusters
  Score: Raw -14359208.299898 + Penalty 5704.156886 = -14353504.143012
  nChanged 23
		SP:Iteration 38Q (6782.990000 sec): 3 clusters
  Score: Raw -14359218.569811 + Penalty 5704.156886 = -14353514.412925
  nChanged 17
		SP:Iteration 39Q (6783.240000 sec): 3 clusters
  Score: Raw -14359228.485401 + Penalty 5704.156886 = -14353524.328515
  nChanged 13
		SP:Iteration 40F (6783.590000 sec): 3 clusters
  Score: Raw -14359235.043760 + Penalty 5704.156886 = -14353530.886874
  nChanged 10
		SP:Iteration 41Q (6783.850000 sec): 3 clusters
  Score: Raw -14359239.962116 + Penalty 5704.156886 = -14353535.805230
  nChanged 7
		SP:Iteration 42Q (6784.100000 sec): 3 clusters
  Score: Raw -14359243.678200 + Penalty 5704.156886 = -14353539.521314
  nChanged 6
		SP:Iteration 43Q (6784.360000 sec): 3 clusters
  Score: Raw -14359246.560637 + Penalty 5704.156886 = -14353542.403751
  nChanged 4
		SP:Iteration 44Q (6784.610000 sec): 3 clusters
  Score: Raw -14359247.693260 + Penalty 5704.156886 = -14353543.536374
  nChanged 1
		SP:Iteration 45Q (6784.870000 sec): 3 clusters
  Score: Raw -14359247.858152 + Penalty 5704.156886 = -14353543.701266
  nChanged 0
		SP:Iteration 46F (6785.220000 sec): 3 clusters
  Score: Raw -14359247.858152 + Penalty 5704.156886 = -14353543.701266
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6785.350000 sec): 2 clusters
  Score: Raw -5603362.844415 + Penalty 2602.846611 = -5600759.997804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6785.490000 sec): 3 clusters
  Score: Raw -5581297.617493 + Penalty 5205.693221 = -5576091.924271
  nChanged 16528
		SP:Iteration 1F (6785.620000 sec): 3 clusters
  Score: Raw -5590261.423605 + Penalty 5205.693221 = -5585055.730384
  nChanged 1580
		SP:Iteration 2Q (6785.750000 sec): 3 clusters
  Score: Raw -5590739.403586 + Penalty 5205.693221 = -5585533.710365
  nChanged 1428
		SP:Iteration 3Q (6785.890000 sec): 3 clusters
  Score: Raw -5591179.747081 + Penalty 5205.693221 = -5585974.053860
  nChanged 1366
		SP:Iteration 4Q (6786.020000 sec): 3 clusters
  Score: Raw -5591576.775893 + Penalty 5205.693221 = -5586371.082672
  nChanged 1337
		SP:Iteration 5Q (6786.160000 sec): 3 clusters
  Score: Raw -5591990.059296 + Penalty 5205.693221 = -5586784.366075
  nChanged 1253
		SP:Iteration 6Q (6786.290000 sec): 3 clusters
  Score: Raw -5592385.598713 + Penalty 5205.693221 = -5587179.905492
  nChanged 1285
		SP:Iteration 7Q (6786.430000 sec): 3 clusters
  Score: Raw -5592804.129250 + Penalty 5205.693221 = -5587598.436028
  nChanged 1317
		SP:Iteration 8Q (6786.560000 sec): 3 clusters
  Score: Raw -5593302.638534 + Penalty 5205.693221 = -5588096.945313
  nChanged 1397
		SP:Iteration 9Q (6786.690000 sec): 3 clusters
  Score: Raw -5593956.151942 + Penalty 5205.693221 = -5588750.458721
  nChanged 1585
		SP:Iteration 10Q (6786.830000 sec): 3 clusters
  Score: Raw -5594776.723531 + Penalty 5205.693221 = -5589571.030310
  nChanged 1683
		SP:Iteration 11Q (6786.960000 sec): 3 clusters
  Score: Raw -5595792.112776 + Penalty 5205.693221 = -5590586.419555
  nChanged 1714
		SP:Iteration 12Q (6787.100000 sec): 3 clusters
  Score: Raw -5596950.799350 + Penalty 5205.693221 = -5591745.106129
  nChanged 1603
		SP:Iteration 13Q (6787.230000 sec): 3 clusters
  Score: Raw -5598009.950567 + Penalty 5205.693221 = -5592804.257346
  nChanged 1378
		SP:Iteration 14Q (6787.360000 sec): 3 clusters
  Score: Raw -5598815.761266 + Penalty 5205.693221 = -5593610.068045
  nChanged 1026
		SP:Iteration 15Q (6787.490000 sec): 3 clusters
  Score: Raw -5599357.897946 + Penalty 5205.693221 = -5594152.204724
  nChanged 850
		SP:Iteration 16Q (6787.610000 sec): 3 clusters
  Score: Raw -5599779.437576 + Penalty 5205.693221 = -5594573.744354
  nChanged 736
		SP:Iteration 17Q (6787.730000 sec): 3 clusters
  Score: Raw -5600122.485446 + Penalty 5205.693221 = -5594916.792225
  nChanged 673
		SP:Iteration 18Q (6787.840000 sec): 3 clusters
  Score: Raw -5600432.204287 + Penalty 5205.693221 = -5595226.511066
  nChanged 626
		SP:Iteration 19Q (6787.960000 sec): 3 clusters
  Score: Raw -5600723.390649 + Penalty 5205.693221 = -5595517.697428
  nChanged 611
		SP:Iteration 20F (6788.090000 sec): 3 clusters
  Score: Raw -5601001.419466 + Penalty 5205.693221 = -5595795.726244
  nChanged 529
		SP:Iteration 21Q (6788.190000 sec): 3 clusters
  Score: Raw -5601242.392955 + Penalty 5205.693221 = -5596036.699734
  nChanged 528
		SP:Iteration 22Q (6788.310000 sec): 3 clusters
  Score: Raw -5601502.700330 + Penalty 5205.693221 = -5596297.007109
  nChanged 500
		SP:Iteration 23Q (6788.410000 sec): 3 clusters
  Score: Raw -5601772.857242 + Penalty 5205.693221 = -5596567.164021
  nChanged 483
		SP:Iteration 24Q (6788.520000 sec): 3 clusters
  Score: Raw -5602054.380094 + Penalty 5205.693221 = -5596848.686873
  nChanged 482
		SP:Iteration 25Q (6788.620000 sec): 3 clusters
  Score: Raw -5602351.352170 + Penalty 5205.693221 = -5597145.658948
  nChanged 412
		SP:Iteration 26Q (6788.720000 sec): 3 clusters
  Score: Raw -5602624.573569 + Penalty 5205.693221 = -5597418.880348
  nChanged 365
		SP:Iteration 27Q (6788.820000 sec): 3 clusters
  Score: Raw -5602874.819032 + Penalty 5205.693221 = -5597669.125810
  nChanged 298
		SP:Iteration 28Q (6788.920000 sec): 3 clusters
  Score: Raw -5603075.182230 + Penalty 5205.693221 = -5597869.489009
  nChanged 240
		SP:Iteration 29Q (6789.020000 sec): 3 clusters
  Score: Raw -5603245.789249 + Penalty 5205.693221 = -5598040.096028
  nChanged 167
		SP:Iteration 30Q (6789.110000 sec): 3 clusters
  Score: Raw -5603353.359275 + Penalty 5205.693221 = -5598147.666054
  nChanged 118
		SP:Iteration 31Q (6789.210000 sec): 3 clusters
  Score: Raw -5603434.327403 + Penalty 5205.693221 = -5598228.634182
  nChanged 73
		SP:Iteration 32Q (6789.300000 sec): 3 clusters
  Score: Raw -5603477.765710 + Penalty 5205.693221 = -5598272.072489
  nChanged 57
		SP:Iteration 33Q (6789.400000 sec): 3 clusters
  Score: Raw -5603521.353498 + Penalty 5205.693221 = -5598315.660276
  nChanged 49
		SP:Iteration 34Q (6789.490000 sec): 3 clusters
  Score: Raw -5603565.220219 + Penalty 5205.693221 = -5598359.526997
  nChanged 27
		SP:Iteration 35Q (6789.590000 sec): 3 clusters
  Score: Raw -5603585.116348 + Penalty 5205.693221 = -5598379.423127
  nChanged 25
		SP:Iteration 36Q (6789.680000 sec): 3 clusters
  Score: Raw -5603606.136716 + Penalty 5205.693221 = -5598400.443495
  nChanged 28
		SP:Iteration 37Q (6789.770000 sec): 3 clusters
  Score: Raw -5603626.764386 + Penalty 5205.693221 = -5598421.071164
  nChanged 24
		SP:Iteration 38Q (6789.860000 sec): 3 clusters
  Score: Raw -5603645.093397 + Penalty 5205.693221 = -5598439.400176
  nChanged 14
		SP:Iteration 39Q (6789.950000 sec): 3 clusters
  Score: Raw -5603655.424558 + Penalty 5205.693221 = -5598449.731337
  nChanged 11
		SP:Iteration 40F (6790.080000 sec): 3 clusters
  Score: Raw -5603663.521202 + Penalty 5205.693221 = -5598457.827980
  nChanged 10
		SP:Iteration 41Q (6790.170000 sec): 3 clusters
  Score: Raw -5603671.232691 + Penalty 5205.693221 = -5598465.539470
  nChanged 10
		SP:Iteration 42Q (6790.270000 sec): 3 clusters
  Score: Raw -5603681.057557 + Penalty 5205.693221 = -5598475.364336
  nChanged 11
		SP:Iteration 43Q (6790.360000 sec): 3 clusters
  Score: Raw -5603690.655830 + Penalty 5205.693221 = -5598484.962609
  nChanged 8
		SP:Iteration 44Q (6790.450000 sec): 3 clusters
  Score: Raw -5603696.637420 + Penalty 5205.693221 = -5598490.944199
  nChanged 6
		SP:Iteration 45Q (6790.540000 sec): 3 clusters
  Score: Raw -5603701.242786 + Penalty 5205.693221 = -5598495.549565
  nChanged 2
		SP:Iteration 46Q (6790.630000 sec): 3 clusters
  Score: Raw -5603702.274572 + Penalty 5205.693221 = -5598496.581351
  nChanged 1
		SP:Iteration 47Q (6790.730000 sec): 3 clusters
  Score: Raw -5603703.495009 + Penalty 5205.693221 = -5598497.801788
  nChanged 4
		SP:Iteration 48Q (6790.810000 sec): 3 clusters
  Score: Raw -5603705.551551 + Penalty 5205.693221 = -5598499.858330
  nChanged 2
		SP:Iteration 49Q (6790.910000 sec): 3 clusters
  Score: Raw -5603706.432166 + Penalty 5205.693221 = -5598500.738945
  nChanged 2
		SP:Iteration 50Q (6791.000000 sec): 3 clusters
  Score: Raw -5603707.007473 + Penalty 5205.693221 = -5598501.314252
  nChanged 1
		SP:Iteration 51Q (6791.090000 sec): 3 clusters
  Score: Raw -5603708.085720 + Penalty 5205.693221 = -5598502.392499
  nChanged 1
		SP:Iteration 52Q (6791.180000 sec): 3 clusters
  Score: Raw -5603709.520490 + Penalty 5205.693221 = -5598503.827268
  nChanged 3
		SP:Iteration 53Q (6791.280000 sec): 3 clusters
  Score: Raw -5603713.782699 + Penalty 5205.693221 = -5598508.089478
  nChanged 1
		SP:Iteration 54Q (6791.370000 sec): 3 clusters
  Score: Raw -5603715.168984 + Penalty 5205.693221 = -5598509.475762
  nChanged 3
		SP:Iteration 55Q (6791.460000 sec): 3 clusters
  Score: Raw -5603717.948836 + Penalty 5205.693221 = -5598512.255615
  nChanged 4
		SP:Iteration 56Q (6791.550000 sec): 3 clusters
  Score: Raw -5603720.438225 + Penalty 5205.693221 = -5598514.745004
  nChanged 3
		SP:Iteration 57Q (6791.640000 sec): 3 clusters
  Score: Raw -5603723.100121 + Penalty 5205.693221 = -5598517.406899
  nChanged 4
		SP:Iteration 58Q (6791.730000 sec): 3 clusters
  Score: Raw -5603726.759819 + Penalty 5205.693221 = -5598521.066597
  nChanged 0
		SP:Iteration 59F (6791.860000 sec): 3 clusters
  Score: Raw -5603726.759819 + Penalty 5205.693221 = -5598521.066597
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6792.180000 sec): 2 clusters
  Score: Raw -14573736.013139 + Penalty 2851.849794 = -14570884.163345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6792.540000 sec): 3 clusters
  Score: Raw -14510673.941417 + Penalty 5703.699588 = -14504970.241829
  nChanged 46704
		SP:Iteration 1F (6792.910000 sec): 3 clusters
  Score: Raw -14536918.501620 + Penalty 5703.699588 = -14531214.802032
  nChanged 2965
		SP:Iteration 2Q (6793.280000 sec): 3 clusters
  Score: Raw -14537530.279475 + Penalty 5703.699588 = -14531826.579887
  nChanged 2919
		SP:Iteration 3Q (6793.660000 sec): 3 clusters
  Score: Raw -14538178.682952 + Penalty 5703.699588 = -14532474.983364
  nChanged 3039
		SP:Iteration 4Q (6794.030000 sec): 3 clusters
  Score: Raw -14538902.554430 + Penalty 5703.699588 = -14533198.854842
  nChanged 3219
		SP:Iteration 5Q (6794.400000 sec): 3 clusters
  Score: Raw -14539798.246654 + Penalty 5703.699588 = -14534094.547066
  nChanged 3708
		SP:Iteration 6Q (6794.770000 sec): 3 clusters
  Score: Raw -14541100.024013 + Penalty 5703.699588 = -14535396.324425
  nChanged 4608
		SP:Iteration 7Q (6795.140000 sec): 3 clusters
  Score: Raw -14543182.199749 + Penalty 5703.699588 = -14537478.500161
  nChanged 5645
		SP:Iteration 8F (6795.510000 sec): 3 clusters
  Score: Raw -14546400.209370 + Penalty 5703.699588 = -14540696.509782
  nChanged 6753
		SP:Iteration 9F (6795.870000 sec): 3 clusters
  Score: Raw -14551107.568297 + Penalty 5703.699588 = -14545403.868709
  nChanged 7327
		SP:Iteration 10F (6796.240000 sec): 3 clusters
  Score: Raw -14556995.512361 + Penalty 5703.699588 = -14551291.812773
  nChanged 6908
		SP:Iteration 11F (6796.600000 sec): 3 clusters
  Score: Raw -14562946.361360 + Penalty 5703.699588 = -14557242.661772
  nChanged 5352
		SP:Iteration 12F (6796.960000 sec): 3 clusters
  Score: Raw -14567653.880872 + Penalty 5703.699588 = -14561950.181284
  nChanged 3507
		SP:Iteration 13Q (6797.300000 sec): 3 clusters
  Score: Raw -14570726.335490 + Penalty 5703.699588 = -14565022.635902
  nChanged 1937
		SP:Iteration 14Q (6797.620000 sec): 3 clusters
  Score: Raw -14572376.495988 + Penalty 5703.699588 = -14566672.796400
  nChanged 1018
		SP:Iteration 15Q (6797.920000 sec): 3 clusters
  Score: Raw -14573177.877190 + Penalty 5703.699588 = -14567474.177602
  nChanged 557
		SP:Iteration 16Q (6798.200000 sec): 3 clusters
  Score: Raw -14573606.500942 + Penalty 5703.699588 = -14567902.801354
  nChanged 336
		SP:Iteration 17Q (6798.470000 sec): 3 clusters
  Score: Raw -14573843.625729 + Penalty 5703.699588 = -14568139.926141
  nChanged 195
		SP:Iteration 18Q (6798.730000 sec): 3 clusters
  Score: Raw -14573953.347122 + Penalty 5703.699588 = -14568249.647534
  nChanged 115
		SP:Iteration 19Q (6798.990000 sec): 3 clusters
  Score: Raw -14574013.709287 + Penalty 5703.699588 = -14568310.009699
  nChanged 72
		SP:Iteration 20F (6799.340000 sec): 3 clusters
  Score: Raw -14574050.251879 + Penalty 5703.699588 = -14568346.552291
  nChanged 49
		SP:Iteration 21Q (6799.600000 sec): 3 clusters
  Score: Raw -14574078.681782 + Penalty 5703.699588 = -14568374.982194
  nChanged 44
		SP:Iteration 22Q (6799.860000 sec): 3 clusters
  Score: Raw -14574106.366953 + Penalty 5703.699588 = -14568402.667365
  nChanged 35
		SP:Iteration 23Q (6800.120000 sec): 3 clusters
  Score: Raw -14574126.768344 + Penalty 5703.699588 = -14568423.068756
  nChanged 25
		SP:Iteration 24Q (6800.370000 sec): 3 clusters
  Score: Raw -14574139.139486 + Penalty 5703.699588 = -14568435.439898
  nChanged 18
		SP:Iteration 25Q (6800.630000 sec): 3 clusters
  Score: Raw -14574150.921222 + Penalty 5703.699588 = -14568447.221634
  nChanged 18
		SP:Iteration 26Q (6800.880000 sec): 3 clusters
  Score: Raw -14574161.661284 + Penalty 5703.699588 = -14568457.961696
  nChanged 20
		SP:Iteration 27Q (6801.140000 sec): 3 clusters
  Score: Raw -14574174.344706 + Penalty 5703.699588 = -14568470.645118
  nChanged 21
		SP:Iteration 28Q (6801.400000 sec): 3 clusters
  Score: Raw -14574186.672396 + Penalty 5703.699588 = -14568482.972808
  nChanged 18
		SP:Iteration 29Q (6801.650000 sec): 3 clusters
  Score: Raw -14574195.866740 + Penalty 5703.699588 = -14568492.167152
  nChanged 9
		SP:Iteration 30Q (6801.900000 sec): 3 clusters
  Score: Raw -14574201.418256 + Penalty 5703.699588 = -14568497.718668
  nChanged 9
		SP:Iteration 31Q (6802.160000 sec): 3 clusters
  Score: Raw -14574206.715338 + Penalty 5703.699588 = -14568503.015750
  nChanged 7
		SP:Iteration 32Q (6802.410000 sec): 3 clusters
  Score: Raw -14574209.670813 + Penalty 5703.699588 = -14568505.971225
  nChanged 4
		SP:Iteration 33Q (6802.660000 sec): 3 clusters
  Score: Raw -14574211.385785 + Penalty 5703.699588 = -14568507.686197
  nChanged 1
		SP:Iteration 34Q (6802.920000 sec): 3 clusters
  Score: Raw -14574211.586340 + Penalty 5703.699588 = -14568507.886752
  nChanged 2
		SP:Iteration 35Q (6803.170000 sec): 3 clusters
  Score: Raw -14574212.553307 + Penalty 5703.699588 = -14568508.853719
  nChanged 7
		SP:Iteration 36Q (6803.420000 sec): 3 clusters
  Score: Raw -14574216.921909 + Penalty 5703.699588 = -14568513.222321
  nChanged 5
		SP:Iteration 37Q (6803.680000 sec): 3 clusters
  Score: Raw -14574220.513047 + Penalty 5703.699588 = -14568516.813459
  nChanged 9
		SP:Iteration 38Q (6803.930000 sec): 3 clusters
  Score: Raw -14574227.506316 + Penalty 5703.699588 = -14568523.806728
  nChanged 7
		SP:Iteration 39Q (6804.180000 sec): 3 clusters
  Score: Raw -14574232.200426 + Penalty 5703.699588 = -14568528.500838
  nChanged 9
		SP:Iteration 40F (6804.540000 sec): 3 clusters
  Score: Raw -14574238.357264 + Penalty 5703.699588 = -14568534.657676
  nChanged 11
		SP:Iteration 41Q (6804.800000 sec): 3 clusters
  Score: Raw -14574244.296649 + Penalty 5703.699588 = -14568540.597060
  nChanged 8
		SP:Iteration 42Q (6805.050000 sec): 3 clusters
  Score: Raw -14574248.601186 + Penalty 5703.699588 = -14568544.901598
  nChanged 5
		SP:Iteration 43Q (6805.300000 sec): 3 clusters
  Score: Raw -14574251.444584 + Penalty 5703.699588 = -14568547.744996
  nChanged 4
		SP:Iteration 44Q (6805.560000 sec): 3 clusters
  Score: Raw -14574252.981459 + Penalty 5703.699588 = -14568549.281870
  nChanged 3
		SP:Iteration 45Q (6805.810000 sec): 3 clusters
  Score: Raw -14574254.611907 + Penalty 5703.699588 = -14568550.912318
  nChanged 2
		SP:Iteration 46Q (6806.060000 sec): 3 clusters
  Score: Raw -14574255.415946 + Penalty 5703.699588 = -14568551.716358
  nChanged 0
		SP:Iteration 47F (6806.420000 sec): 3 clusters
  Score: Raw -14574255.415946 + Penalty 5703.699588 = -14568551.716358
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6806.460000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6806.460000 sec): 3 clusters
  Score: Raw -22194.248719 + Penalty 2547.356025 = -19646.892694
  nChanged 11
		SP:Iteration 1F (6806.460000 sec): 3 clusters
  Score: Raw -22258.536074 + Penalty 2547.356025 = -19711.180049
  nChanged 2
		SP:Iteration 2Q (6806.460000 sec): 3 clusters
  Score: Raw -22274.165167 + Penalty 2547.356025 = -19726.809142
  nChanged 2
		SP:Iteration 3Q (6806.460000 sec): 3 clusters
  Score: Raw -22289.870673 + Penalty 2547.356025 = -19742.514648
  nChanged 1
		SP:Iteration 4Q (6806.460000 sec): 3 clusters
  Score: Raw -22297.699492 + Penalty 2547.356025 = -19750.343467
  nChanged 0
		SP:Iteration 5F (6806.460000 sec): 3 clusters
  Score: Raw -22297.699492 + Penalty 2547.356025 = -19750.343467
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6806.630000 sec): 2 clusters
  Score: Raw -7501035.638050 + Penalty 2688.595070 = -7498347.042979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6806.820000 sec): 3 clusters
  Score: Raw -7469264.131559 + Penalty 5377.190141 = -7463886.941419
  nChanged 23704
		SP:Iteration 1F (6807.010000 sec): 3 clusters
  Score: Raw -7482231.490088 + Penalty 5377.190141 = -7476854.299948
  nChanged 1892
		SP:Iteration 2Q (6807.210000 sec): 3 clusters
  Score: Raw -7482743.464461 + Penalty 5377.190141 = -7477366.274321
  nChanged 1824
		SP:Iteration 3Q (6807.400000 sec): 3 clusters
  Score: Raw -7483283.130859 + Penalty 5377.190141 = -7477905.940718
  nChanged 1881
		SP:Iteration 4Q (6807.590000 sec): 3 clusters
  Score: Raw -7483932.315411 + Penalty 5377.190141 = -7478555.125270
  nChanged 2106
		SP:Iteration 5Q (6807.780000 sec): 3 clusters
  Score: Raw -7484742.243937 + Penalty 5377.190141 = -7479365.053796
  nChanged 2288
		SP:Iteration 6Q (6807.970000 sec): 3 clusters
  Score: Raw -7485727.995584 + Penalty 5377.190141 = -7480350.805443
  nChanged 2415
		SP:Iteration 7Q (6808.160000 sec): 3 clusters
  Score: Raw -7486877.804930 + Penalty 5377.190141 = -7481500.614789
  nChanged 2480
		SP:Iteration 8Q (6808.360000 sec): 3 clusters
  Score: Raw -7488160.069664 + Penalty 5377.190141 = -7482782.879523
  nChanged 2552
		SP:Iteration 9Q (6808.540000 sec): 3 clusters
  Score: Raw -7489483.707014 + Penalty 5377.190141 = -7484106.516873
  nChanged 2477
		SP:Iteration 10Q (6808.740000 sec): 3 clusters
  Score: Raw -7490754.563598 + Penalty 5377.190141 = -7485377.373458
  nChanged 2230
		SP:Iteration 11Q (6808.920000 sec): 3 clusters
  Score: Raw -7491843.959350 + Penalty 5377.190141 = -7486466.769209
  nChanged 2067
		SP:Iteration 12Q (6809.110000 sec): 3 clusters
  Score: Raw -7492811.868802 + Penalty 5377.190141 = -7487434.678661
  nChanged 1941
		SP:Iteration 13Q (6809.300000 sec): 3 clusters
  Score: Raw -7493730.234577 + Penalty 5377.190141 = -7488353.044436
  nChanged 1991
		SP:Iteration 14Q (6809.480000 sec): 3 clusters
  Score: Raw -7494689.537806 + Penalty 5377.190141 = -7489312.347665
  nChanged 1929
		SP:Iteration 15Q (6809.660000 sec): 3 clusters
  Score: Raw -7495651.908550 + Penalty 5377.190141 = -7490274.718409
  nChanged 1955
		SP:Iteration 16Q (6809.840000 sec): 3 clusters
  Score: Raw -7496671.851975 + Penalty 5377.190141 = -7491294.661834
  nChanged 1855
		SP:Iteration 17Q (6810.010000 sec): 3 clusters
  Score: Raw -7497660.228744 + Penalty 5377.190141 = -7492283.038603
  nChanged 1607
		SP:Iteration 18Q (6810.180000 sec): 3 clusters
  Score: Raw -7498517.238520 + Penalty 5377.190141 = -7493140.048379
  nChanged 1351
		SP:Iteration 19Q (6810.340000 sec): 3 clusters
  Score: Raw -7499242.288514 + Penalty 5377.190141 = -7493865.098373
  nChanged 1077
		SP:Iteration 20F (6810.530000 sec): 3 clusters
  Score: Raw -7499789.595804 + Penalty 5377.190141 = -7494412.405663
  nChanged 820
		SP:Iteration 21Q (6810.680000 sec): 3 clusters
  Score: Raw -7500192.389483 + Penalty 5377.190141 = -7494815.199342
  nChanged 608
		SP:Iteration 22Q (6810.830000 sec): 3 clusters
  Score: Raw -7500500.910959 + Penalty 5377.190141 = -7495123.720818
  nChanged 454
		SP:Iteration 23Q (6810.980000 sec): 3 clusters
  Score: Raw -7500724.201173 + Penalty 5377.190141 = -7495347.011032
  nChanged 320
		SP:Iteration 24Q (6811.120000 sec): 3 clusters
  Score: Raw -7500889.739657 + Penalty 5377.190141 = -7495512.549516
  nChanged 256
		SP:Iteration 25Q (6811.260000 sec): 3 clusters
  Score: Raw -7501017.728594 + Penalty 5377.190141 = -7495640.538453
  nChanged 195
		SP:Iteration 26Q (6811.400000 sec): 3 clusters
  Score: Raw -7501114.228248 + Penalty 5377.190141 = -7495737.038107
  nChanged 150
		SP:Iteration 27Q (6811.540000 sec): 3 clusters
  Score: Raw -7501192.588386 + Penalty 5377.190141 = -7495815.398245
  nChanged 113
		SP:Iteration 28Q (6811.680000 sec): 3 clusters
  Score: Raw -7501256.240066 + Penalty 5377.190141 = -7495879.049925
  nChanged 95
		SP:Iteration 29Q (6811.820000 sec): 3 clusters
  Score: Raw -7501306.332636 + Penalty 5377.190141 = -7495929.142495
  nChanged 72
		SP:Iteration 30Q (6811.950000 sec): 3 clusters
  Score: Raw -7501346.692690 + Penalty 5377.190141 = -7495969.502549
  nChanged 68
		SP:Iteration 31Q (6812.090000 sec): 3 clusters
  Score: Raw -7501384.246636 + Penalty 5377.190141 = -7496007.056495
  nChanged 47
		SP:Iteration 32Q (6812.220000 sec): 3 clusters
  Score: Raw -7501406.893374 + Penalty 5377.190141 = -7496029.703233
  nChanged 36
		SP:Iteration 33Q (6812.360000 sec): 3 clusters
  Score: Raw -7501426.362364 + Penalty 5377.190141 = -7496049.172223
  nChanged 29
		SP:Iteration 34Q (6812.490000 sec): 3 clusters
  Score: Raw -7501441.138489 + Penalty 5377.190141 = -7496063.948348
  nChanged 31
		SP:Iteration 35Q (6812.630000 sec): 3 clusters
  Score: Raw -7501455.093249 + Penalty 5377.190141 = -7496077.903108
  nChanged 26
		SP:Iteration 36Q (6812.760000 sec): 3 clusters
  Score: Raw -7501467.634327 + Penalty 5377.190141 = -7496090.444186
  nChanged 19
		SP:Iteration 37Q (6812.900000 sec): 3 clusters
  Score: Raw -7501477.543772 + Penalty 5377.190141 = -7496100.353631
  nChanged 21
		SP:Iteration 38Q (6813.030000 sec): 3 clusters
  Score: Raw -7501489.525678 + Penalty 5377.190141 = -7496112.335537
  nChanged 25
		SP:Iteration 39Q (6813.160000 sec): 3 clusters
  Score: Raw -7501503.701750 + Penalty 5377.190141 = -7496126.511609
  nChanged 19
		SP:Iteration 40F (6813.340000 sec): 3 clusters
  Score: Raw -7501510.863273 + Penalty 5377.190141 = -7496133.673132
  nChanged 10
		SP:Iteration 41Q (6813.480000 sec): 3 clusters
  Score: Raw -7501514.875132 + Penalty 5377.190141 = -7496137.684991
  nChanged 7
		SP:Iteration 42Q (6813.610000 sec): 3 clusters
  Score: Raw -7501517.255960 + Penalty 5377.190141 = -7496140.065819
  nChanged 8
		SP:Iteration 43Q (6813.740000 sec): 3 clusters
  Score: Raw -7501520.574535 + Penalty 5377.190141 = -7496143.384394
  nChanged 5
		SP:Iteration 44Q (6813.880000 sec): 3 clusters
  Score: Raw -7501523.203168 + Penalty 5377.190141 = -7496146.013027
  nChanged 6
		SP:Iteration 45Q (6814.010000 sec): 3 clusters
  Score: Raw -7501526.304659 + Penalty 5377.190141 = -7496149.114518
  nChanged 7
		SP:Iteration 46Q (6814.140000 sec): 3 clusters
  Score: Raw -7501529.618687 + Penalty 5377.190141 = -7496152.428546
  nChanged 6
		SP:Iteration 47Q (6814.280000 sec): 3 clusters
  Score: Raw -7501531.958808 + Penalty 5377.190141 = -7496154.768667
  nChanged 3
		SP:Iteration 48Q (6814.420000 sec): 3 clusters
  Score: Raw -7501532.974936 + Penalty 5377.190141 = -7496155.784795
  nChanged 4
		SP:Iteration 49Q (6814.550000 sec): 3 clusters
  Score: Raw -7501534.570816 + Penalty 5377.190141 = -7496157.380675
  nChanged 1
		SP:Iteration 50Q (6814.680000 sec): 3 clusters
  Score: Raw -7501535.051844 + Penalty 5377.190141 = -7496157.861703
  nChanged 1
		SP:Iteration 51Q (6814.810000 sec): 3 clusters
  Score: Raw -7501535.417703 + Penalty 5377.190141 = -7496158.227562
  nChanged 0
		SP:Iteration 52F (6815.000000 sec): 3 clusters
  Score: Raw -7501535.417703 + Penalty 5377.190141 = -7496158.227562
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6815.020000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6815.020000 sec): 3 clusters
  Score: Raw -76072.231751 + Penalty 3043.240186 = -73028.991565
  nChanged 119
		SP:Iteration 1F (6815.020000 sec): 3 clusters
  Score: Raw -76373.076442 + Penalty 3043.240186 = -73329.836256
  nChanged 52
		SP:Iteration 2F (6815.020000 sec): 3 clusters
  Score: Raw -76585.340447 + Penalty 3043.240186 = -73542.100261
  nChanged 36
		SP:Iteration 3F (6815.030000 sec): 3 clusters
  Score: Raw -76749.220912 + Penalty 3043.240186 = -73705.980726
  nChanged 13
		SP:Iteration 4Q (6815.030000 sec): 3 clusters
  Score: Raw -76811.341347 + Penalty 3043.240186 = -73768.101161
  nChanged 2
		SP:Iteration 5Q (6815.030000 sec): 3 clusters
  Score: Raw -76822.668545 + Penalty 3043.240186 = -73779.428359
  nChanged 1
		SP:Iteration 6Q (6815.030000 sec): 3 clusters
  Score: Raw -76832.245035 + Penalty 3043.240186 = -73789.004849
  nChanged 1
		SP:Iteration 7Q (6815.030000 sec): 3 clusters
  Score: Raw -76843.302475 + Penalty 3043.240186 = -73800.062289
  nChanged 2
		SP:Iteration 8Q (6815.030000 sec): 3 clusters
  Score: Raw -76858.296595 + Penalty 3043.240186 = -73815.056409
  nChanged 1
		SP:Iteration 9Q (6815.040000 sec): 3 clusters
  Score: Raw -76862.466949 + Penalty 3043.240186 = -73819.226763
  nChanged 1
		SP:Iteration 10Q (6815.040000 sec): 3 clusters
  Score: Raw -76864.291603 + Penalty 3043.240186 = -73821.051417
  nChanged 0
		SP:Iteration 11F (6815.040000 sec): 3 clusters
  Score: Raw -76864.291603 + Penalty 3043.240186 = -73821.051417
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6815.040000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6815.040000 sec): 3 clusters
  Score: Raw -68267.426771 + Penalty 3055.958832 = -65211.467939
  nChanged 75
		SP:Iteration 1F (6815.040000 sec): 3 clusters
  Score: Raw -68403.500674 + Penalty 3055.958832 = -65347.541842
  nChanged 18
		SP:Iteration 2Q (6815.050000 sec): 3 clusters
  Score: Raw -68448.791101 + Penalty 3055.958832 = -65392.832269
  nChanged 9
		SP:Iteration 3Q (6815.050000 sec): 3 clusters
  Score: Raw -68475.541078 + Penalty 3055.958832 = -65419.582246
  nChanged 8
		SP:Iteration 4Q (6815.050000 sec): 3 clusters
  Score: Raw -68500.355932 + Penalty 3055.958832 = -65444.397101
  nChanged 4
		SP:Iteration 5Q (6815.050000 sec): 3 clusters
  Score: Raw -68509.814912 + Penalty 3055.958832 = -65453.856081
  nChanged 0
		SP:Iteration 6F (6815.060000 sec): 3 clusters
  Score: Raw -68509.814912 + Penalty 3055.958832 = -65453.856081
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (268463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6815.940000 sec): 2 clusters
  Score: Raw -39726690.479392 + Penalty 3100.116158 = -39723590.363233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6816.940000 sec): 3 clusters
  Score: Raw -39549025.115037 + Penalty 6200.232317 = -39542824.882720
  nChanged 130098
		SP:Iteration 1F (6817.930000 sec): 3 clusters
  Score: Raw -39625461.695617 + Penalty 6200.232317 = -39619261.463300
  nChanged 6062
		SP:Iteration 2Q (6818.940000 sec): 3 clusters
  Score: Raw -39626411.481323 + Penalty 6200.232317 = -39620211.249007
  nChanged 6172
		SP:Iteration 3Q (6819.940000 sec): 3 clusters
  Score: Raw -39627443.892669 + Penalty 6200.232317 = -39621243.660352
  nChanged 6395
		SP:Iteration 4Q (6820.950000 sec): 3 clusters
  Score: Raw -39628626.541433 + Penalty 6200.232317 = -39622426.309116
  nChanged 6931
		SP:Iteration 5Q (6821.960000 sec): 3 clusters
  Score: Raw -39630173.714692 + Penalty 6200.232317 = -39623973.482376
  nChanged 8154
		SP:Iteration 6Q (6822.980000 sec): 3 clusters
  Score: Raw -39632423.641772 + Penalty 6200.232317 = -39626223.409455
  nChanged 9919
		SP:Iteration 7Q (6823.980000 sec): 3 clusters
  Score: Raw -39635920.665542 + Penalty 6200.232317 = -39629720.433225
  nChanged 12294
		SP:Iteration 8Q (6824.990000 sec): 3 clusters
  Score: Raw -39641681.124938 + Penalty 6200.232317 = -39635480.892621
  nChanged 15438
		SP:Iteration 9F (6825.980000 sec): 3 clusters
  Score: Raw -39651132.614253 + Penalty 6200.232317 = -39644932.381937
  nChanged 18175
		SP:Iteration 10F (6826.980000 sec): 3 clusters
  Score: Raw -39664835.350464 + Penalty 6200.232317 = -39658635.118147
  nChanged 18204
		SP:Iteration 11F (6827.970000 sec): 3 clusters
  Score: Raw -39680133.579628 + Penalty 6200.232317 = -39673933.347311
  nChanged 15266
		SP:Iteration 12F (6828.960000 sec): 3 clusters
  Score: Raw -39692907.627129 + Penalty 6200.232317 = -39686707.394812
  nChanged 11367
		SP:Iteration 13Q (6829.890000 sec): 3 clusters
  Score: Raw -39702186.959598 + Penalty 6200.232317 = -39695986.727281
  nChanged 8111
		SP:Iteration 14Q (6830.770000 sec): 3 clusters
  Score: Raw -39708332.284670 + Penalty 6200.232317 = -39702132.052353
  nChanged 5875
		SP:Iteration 15Q (6831.590000 sec): 3 clusters
  Score: Raw -39712575.479277 + Penalty 6200.232317 = -39706375.246960
  nChanged 4478
		SP:Iteration 16Q (6832.380000 sec): 3 clusters
  Score: Raw -39715851.842001 + Penalty 6200.232317 = -39709651.609684
  nChanged 3517
		SP:Iteration 17Q (6833.140000 sec): 3 clusters
  Score: Raw -39718434.119285 + Penalty 6200.232317 = -39712233.886968
  nChanged 2715
		SP:Iteration 18Q (6833.890000 sec): 3 clusters
  Score: Raw -39720445.896875 + Penalty 6200.232317 = -39714245.664558
  nChanged 2116
		SP:Iteration 19Q (6834.620000 sec): 3 clusters
  Score: Raw -39722021.332588 + Penalty 6200.232317 = -39715821.100271
  nChanged 1670
		SP:Iteration 20F (6835.600000 sec): 3 clusters
  Score: Raw -39723179.834892 + Penalty 6200.232317 = -39716979.602575
  nChanged 1337
		SP:Iteration 21Q (6836.310000 sec): 3 clusters
  Score: Raw -39724050.556797 + Penalty 6200.232317 = -39717850.324480
  nChanged 1038
		SP:Iteration 22Q (6837.000000 sec): 3 clusters
  Score: Raw -39724678.972628 + Penalty 6200.232317 = -39718478.740311
  nChanged 821
		SP:Iteration 23Q (6837.700000 sec): 3 clusters
  Score: Raw -39725139.581022 + Penalty 6200.232317 = -39718939.348705
  nChanged 674
		SP:Iteration 24Q (6838.390000 sec): 3 clusters
  Score: Raw -39725472.764407 + Penalty 6200.232317 = -39719272.532090
  nChanged 545
		SP:Iteration 25Q (6839.080000 sec): 3 clusters
  Score: Raw -39725727.799939 + Penalty 6200.232317 = -39719527.567622
  nChanged 461
		SP:Iteration 26Q (6839.760000 sec): 3 clusters
  Score: Raw -39725931.209442 + Penalty 6200.232317 = -39719730.977125
  nChanged 388
		SP:Iteration 27Q (6840.450000 sec): 3 clusters
  Score: Raw -39726096.027583 + Penalty 6200.232317 = -39719895.795266
  nChanged 330
		SP:Iteration 28Q (6841.130000 sec): 3 clusters
  Score: Raw -39726235.448596 + Penalty 6200.232317 = -39720035.216279
  nChanged 298
		SP:Iteration 29Q (6841.810000 sec): 3 clusters
  Score: Raw -39726351.205856 + Penalty 6200.232317 = -39720150.973539
  nChanged 241
		SP:Iteration 30Q (6842.490000 sec): 3 clusters
  Score: Raw -39726440.236750 + Penalty 6200.232317 = -39720240.004433
  nChanged 215
		SP:Iteration 31Q (6843.180000 sec): 3 clusters
  Score: Raw -39726518.949241 + Penalty 6200.232317 = -39720318.716924
  nChanged 191
		SP:Iteration 32Q (6843.860000 sec): 3 clusters
  Score: Raw -39726594.742494 + Penalty 6200.232317 = -39720394.510177
  nChanged 168
		SP:Iteration 33Q (6844.540000 sec): 3 clusters
  Score: Raw -39726662.170975 + Penalty 6200.232317 = -39720461.938658
  nChanged 146
		SP:Iteration 34Q (6845.220000 sec): 3 clusters
  Score: Raw -39726713.767073 + Penalty 6200.232317 = -39720513.534756
  nChanged 117
		SP:Iteration 35Q (6845.900000 sec): 3 clusters
  Score: Raw -39726758.342197 + Penalty 6200.232317 = -39720558.109880
  nChanged 106
		SP:Iteration 36Q (6846.580000 sec): 3 clusters
  Score: Raw -39726791.484706 + Penalty 6200.232317 = -39720591.252389
  nChanged 96
		SP:Iteration 37Q (6847.250000 sec): 3 clusters
  Score: Raw -39726820.860802 + Penalty 6200.232317 = -39720620.628485
  nChanged 84
		SP:Iteration 38Q (6847.930000 sec): 3 clusters
  Score: Raw -39726847.220063 + Penalty 6200.232317 = -39720646.987746
  nChanged 74
		SP:Iteration 39Q (6848.610000 sec): 3 clusters
  Score: Raw -39726868.913640 + Penalty 6200.232317 = -39720668.681323
  nChanged 55
		SP:Iteration 40F (6849.590000 sec): 3 clusters
  Score: Raw -39726888.174547 + Penalty 6200.232317 = -39720687.942231
  nChanged 65
		SP:Iteration 41Q (6850.270000 sec): 3 clusters
  Score: Raw -39726910.136509 + Penalty 6200.232317 = -39720709.904192
  nChanged 60
		SP:Iteration 42Q (6850.950000 sec): 3 clusters
  Score: Raw -39726928.918025 + Penalty 6200.232317 = -39720728.685708
  nChanged 43
		SP:Iteration 43Q (6851.620000 sec): 3 clusters
  Score: Raw -39726942.922477 + Penalty 6200.232317 = -39720742.690160
  nChanged 32
		SP:Iteration 44Q (6852.300000 sec): 3 clusters
  Score: Raw -39726954.529413 + Penalty 6200.232317 = -39720754.297096
  nChanged 34
		SP:Iteration 45Q (6852.980000 sec): 3 clusters
  Score: Raw -39726965.246370 + Penalty 6200.232317 = -39720765.014053
  nChanged 26
		SP:Iteration 46Q (6853.650000 sec): 3 clusters
  Score: Raw -39726973.724734 + Penalty 6200.232317 = -39720773.492417
  nChanged 22
		SP:Iteration 47Q (6854.330000 sec): 3 clusters
  Score: Raw -39726980.352732 + Penalty 6200.232317 = -39720780.120416
  nChanged 24
		SP:Iteration 48Q (6855.010000 sec): 3 clusters
  Score: Raw -39726989.020631 + Penalty 6200.232317 = -39720788.788315
  nChanged 22
		SP:Iteration 49Q (6855.680000 sec): 3 clusters
  Score: Raw -39726997.467900 + Penalty 6200.232317 = -39720797.235583
  nChanged 27
		SP:Iteration 50Q (6856.360000 sec): 3 clusters
  Score: Raw -39727008.022483 + Penalty 6200.232317 = -39720807.790167
  nChanged 27
		SP:Iteration 51Q (6857.030000 sec): 3 clusters
  Score: Raw -39727017.333641 + Penalty 6200.232317 = -39720817.101324
  nChanged 29
		SP:Iteration 52Q (6857.710000 sec): 3 clusters
  Score: Raw -39727027.675303 + Penalty 6200.232317 = -39720827.442986
  nChanged 28
		SP:Iteration 53Q (6858.380000 sec): 3 clusters
  Score: Raw -39727036.783221 + Penalty 6200.232317 = -39720836.550905
  nChanged 31
		SP:Iteration 54Q (6859.060000 sec): 3 clusters
  Score: Raw -39727047.196782 + Penalty 6200.232317 = -39720846.964465
  nChanged 17
		SP:Iteration 55Q (6859.730000 sec): 3 clusters
  Score: Raw -39727054.453565 + Penalty 6200.232317 = -39720854.221249
  nChanged 19
		SP:Iteration 56Q (6860.400000 sec): 3 clusters
  Score: Raw -39727062.490011 + Penalty 6200.232317 = -39720862.257694
  nChanged 22
		SP:Iteration 57Q (6861.080000 sec): 3 clusters
  Score: Raw -39727070.858122 + Penalty 6200.232317 = -39720870.625805
  nChanged 25
		SP:Iteration 58Q (6861.760000 sec): 3 clusters
  Score: Raw -39727080.824281 + Penalty 6200.232317 = -39720880.591964
  nChanged 21
		SP:Iteration 59Q (6862.440000 sec): 3 clusters
  Score: Raw -39727086.656731 + Penalty 6200.232317 = -39720886.424414
  nChanged 14
		SP:Iteration 60F (6863.400000 sec): 3 clusters
  Score: Raw -39727090.561587 + Penalty 6200.232317 = -39720890.329271
  nChanged 8
		SP:Iteration 61Q (6864.080000 sec): 3 clusters
  Score: Raw -39727092.921351 + Penalty 6200.232317 = -39720892.689034
  nChanged 8
		SP:Iteration 62Q (6864.760000 sec): 3 clusters
  Score: Raw -39727095.364651 + Penalty 6200.232317 = -39720895.132334
  nChanged 6
		SP:Iteration 63Q (6865.440000 sec): 3 clusters
  Score: Raw -39727097.216116 + Penalty 6200.232317 = -39720896.983799
  nChanged 5
		SP:Iteration 64Q (6866.110000 sec): 3 clusters
  Score: Raw -39727098.935540 + Penalty 6200.232317 = -39720898.703223
  nChanged 4
		SP:Iteration 65Q (6866.790000 sec): 3 clusters
  Score: Raw -39727099.881151 + Penalty 6200.232317 = -39720899.648834
  nChanged 3
		SP:Iteration 66Q (6867.460000 sec): 3 clusters
  Score: Raw -39727100.782555 + Penalty 6200.232317 = -39720900.550238
  nChanged 7
		SP:Iteration 67Q (6868.140000 sec): 3 clusters
  Score: Raw -39727103.603011 + Penalty 6200.232317 = -39720903.370694
  nChanged 11
		SP:Iteration 68Q (6868.810000 sec): 3 clusters
  Score: Raw -39727106.515259 + Penalty 6200.232317 = -39720906.282942
  nChanged 7
		SP:Iteration 69Q (6869.480000 sec): 3 clusters
  Score: Raw -39727108.146641 + Penalty 6200.232317 = -39720907.914324
  nChanged 4
		SP:Iteration 70Q (6870.160000 sec): 3 clusters
  Score: Raw -39727109.295277 + Penalty 6200.232317 = -39720909.062960
  nChanged 5
		SP:Iteration 71Q (6870.830000 sec): 3 clusters
  Score: Raw -39727110.686940 + Penalty 6200.232317 = -39720910.454623
  nChanged 1
		SP:Iteration 72Q (6871.510000 sec): 3 clusters
  Score: Raw -39727111.032000 + Penalty 6200.232317 = -39720910.799684
  nChanged 2
		SP:Iteration 73Q (6872.180000 sec): 3 clusters
  Score: Raw -39727111.339707 + Penalty 6200.232317 = -39720911.107391
  nChanged 1
		SP:Iteration 74Q (6872.860000 sec): 3 clusters
  Score: Raw -39727111.633878 + Penalty 6200.232317 = -39720911.401561
  nChanged 2
		SP:Iteration 75Q (6873.540000 sec): 3 clusters
  Score: Raw -39727112.184277 + Penalty 6200.232317 = -39720911.951960
  nChanged 1
		SP:Iteration 76Q (6874.210000 sec): 3 clusters
  Score: Raw -39727112.415224 + Penalty 6200.232317 = -39720912.182907
  nChanged 0
		SP:Iteration 77F (6875.180000 sec): 3 clusters
  Score: Raw -39727112.415224 + Penalty 6200.232317 = -39720912.182907
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33593 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6875.360000 sec): 2 clusters
  Score: Raw -5134675.926099 + Penalty 2584.674102 = -5132091.251997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6875.490000 sec): 3 clusters
  Score: Raw -5114275.923154 + Penalty 5169.348203 = -5109106.574951
  nChanged 15213
		SP:Iteration 1F (6875.610000 sec): 3 clusters
  Score: Raw -5122587.637729 + Penalty 5169.348203 = -5117418.289526
  nChanged 1432
		SP:Iteration 2Q (6875.740000 sec): 3 clusters
  Score: Raw -5122958.181175 + Penalty 5169.348203 = -5117788.832972
  nChanged 1171
		SP:Iteration 3Q (6875.860000 sec): 3 clusters
  Score: Raw -5123249.098348 + Penalty 5169.348203 = -5118079.750144
  nChanged 1051
		SP:Iteration 4Q (6875.990000 sec): 3 clusters
  Score: Raw -5123508.951716 + Penalty 5169.348203 = -5118339.603512
  nChanged 949
		SP:Iteration 5Q (6876.110000 sec): 3 clusters
  Score: Raw -5123731.237329 + Penalty 5169.348203 = -5118561.889126
  nChanged 902
		SP:Iteration 6Q (6876.240000 sec): 3 clusters
  Score: Raw -5123961.399640 + Penalty 5169.348203 = -5118792.051437
  nChanged 914
		SP:Iteration 7Q (6876.360000 sec): 3 clusters
  Score: Raw -5124232.827802 + Penalty 5169.348203 = -5119063.479598
  nChanged 1017
		SP:Iteration 8Q (6876.490000 sec): 3 clusters
  Score: Raw -5124599.488674 + Penalty 5169.348203 = -5119430.140471
  nChanged 1281
		SP:Iteration 9Q (6876.620000 sec): 3 clusters
  Score: Raw -5125193.094130 + Penalty 5169.348203 = -5120023.745927
  nChanged 1705
		SP:Iteration 10F (6876.740000 sec): 3 clusters
  Score: Raw -5126194.567570 + Penalty 5169.348203 = -5121025.219367
  nChanged 2107
		SP:Iteration 11F (6876.860000 sec): 3 clusters
  Score: Raw -5127688.384783 + Penalty 5169.348203 = -5122519.036580
  nChanged 2340
		SP:Iteration 12F (6876.980000 sec): 3 clusters
  Score: Raw -5129631.991283 + Penalty 5169.348203 = -5124462.643079
  nChanged 2225
		SP:Iteration 13F (6877.110000 sec): 3 clusters
  Score: Raw -5131671.924756 + Penalty 5169.348203 = -5126502.576553
  nChanged 1681
		SP:Iteration 14F (6877.230000 sec): 3 clusters
  Score: Raw -5133250.598599 + Penalty 5169.348203 = -5128081.250396
  nChanged 946
		SP:Iteration 15Q (6877.340000 sec): 3 clusters
  Score: Raw -5134125.144670 + Penalty 5169.348203 = -5128955.796467
  nChanged 425
		SP:Iteration 16Q (6877.440000 sec): 3 clusters
  Score: Raw -5134547.051837 + Penalty 5169.348203 = -5129377.703633
  nChanged 186
		SP:Iteration 17Q (6877.530000 sec): 3 clusters
  Score: Raw -5134754.921113 + Penalty 5169.348203 = -5129585.572909
  nChanged 78
		SP:Iteration 18Q (6877.620000 sec): 3 clusters
  Score: Raw -5134851.683863 + Penalty 5169.348203 = -5129682.335659
  nChanged 32
		SP:Iteration 19Q (6877.710000 sec): 3 clusters
  Score: Raw -5134896.565248 + Penalty 5169.348203 = -5129727.217044
  nChanged 24
		SP:Iteration 20F (6877.840000 sec): 3 clusters
  Score: Raw -5134929.831527 + Penalty 5169.348203 = -5129760.483324
  nChanged 14
		SP:Iteration 21Q (6877.920000 sec): 3 clusters
  Score: Raw -5134945.625739 + Penalty 5169.348203 = -5129776.277535
  nChanged 9
		SP:Iteration 22Q (6878.010000 sec): 3 clusters
  Score: Raw -5134952.303754 + Penalty 5169.348203 = -5129782.955551
  nChanged 3
		SP:Iteration 23Q (6878.090000 sec): 3 clusters
  Score: Raw -5134955.328292 + Penalty 5169.348203 = -5129785.980088
  nChanged 4
		SP:Iteration 24Q (6878.180000 sec): 3 clusters
  Score: Raw -5134962.215748 + Penalty 5169.348203 = -5129792.867544
  nChanged 4
		SP:Iteration 25Q (6878.270000 sec): 3 clusters
  Score: Raw -5134966.353717 + Penalty 5169.348203 = -5129797.005514
  nChanged 1
		SP:Iteration 26Q (6878.350000 sec): 3 clusters
  Score: Raw -5134967.104225 + Penalty 5169.348203 = -5129797.756022
  nChanged 1
		SP:Iteration 27Q (6878.440000 sec): 3 clusters
  Score: Raw -5134967.438407 + Penalty 5169.348203 = -5129798.090204
  nChanged 1
		SP:Iteration 28Q (6878.520000 sec): 3 clusters
  Score: Raw -5134968.642181 + Penalty 5169.348203 = -5129799.293978
  nChanged 0
		SP:Iteration 29F (6878.640000 sec): 3 clusters
  Score: Raw -5134968.642181 + Penalty 5169.348203 = -5129799.293978
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.660000 sec): 2 clusters
  Score: Raw -140086.188840 + Penalty 1729.902654 = -138356.286186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.670000 sec): 3 clusters
  Score: Raw -139857.936079 + Penalty 3459.805308 = -136398.130771
  nChanged 289
		SP:Iteration 1F (6878.670000 sec): 3 clusters
  Score: Raw -140232.342868 + Penalty 3459.805308 = -136772.537560
  nChanged 92
		SP:Iteration 2F (6878.670000 sec): 3 clusters
  Score: Raw -140384.440822 + Penalty 3459.805308 = -136924.635514
  nChanged 48
		SP:Iteration 3Q (6878.680000 sec): 3 clusters
  Score: Raw -140463.877656 + Penalty 3459.805308 = -137004.072348
  nChanged 31
		SP:Iteration 4Q (6878.680000 sec): 3 clusters
  Score: Raw -140509.150425 + Penalty 3459.805308 = -137049.345117
  nChanged 21
		SP:Iteration 5Q (6878.690000 sec): 3 clusters
  Score: Raw -140544.001862 + Penalty 3459.805308 = -137084.196554
  nChanged 14
		SP:Iteration 6Q (6878.690000 sec): 3 clusters
  Score: Raw -140563.324675 + Penalty 3459.805308 = -137103.519367
  nChanged 10
		SP:Iteration 7Q (6878.690000 sec): 3 clusters
  Score: Raw -140577.138806 + Penalty 3459.805308 = -137117.333498
  nChanged 7
		SP:Iteration 8Q (6878.690000 sec): 3 clusters
  Score: Raw -140586.105142 + Penalty 3459.805308 = -137126.299834
  nChanged 6
		SP:Iteration 9Q (6878.700000 sec): 3 clusters
  Score: Raw -140595.542036 + Penalty 3459.805308 = -137135.736728
  nChanged 5
		SP:Iteration 10Q (6878.700000 sec): 3 clusters
  Score: Raw -140598.912696 + Penalty 3459.805308 = -137139.107388
  nChanged 4
		SP:Iteration 11Q (6878.710000 sec): 3 clusters
  Score: Raw -140603.059799 + Penalty 3459.805308 = -137143.254491
  nChanged 6
		SP:Iteration 12Q (6878.710000 sec): 3 clusters
  Score: Raw -140610.342711 + Penalty 3459.805308 = -137150.537403
  nChanged 4
		SP:Iteration 13Q (6878.710000 sec): 3 clusters
  Score: Raw -140614.556024 + Penalty 3459.805308 = -137154.750716
  nChanged 7
		SP:Iteration 14Q (6878.720000 sec): 3 clusters
  Score: Raw -140625.190343 + Penalty 3459.805308 = -137165.385035
  nChanged 2
		SP:Iteration 15Q (6878.720000 sec): 3 clusters
  Score: Raw -140627.313485 + Penalty 3459.805308 = -137167.508177
  nChanged 3
		SP:Iteration 16Q (6878.720000 sec): 3 clusters
  Score: Raw -140631.621102 + Penalty 3459.805308 = -137171.815794
  nChanged 2
		SP:Iteration 17Q (6878.730000 sec): 3 clusters
  Score: Raw -140633.083989 + Penalty 3459.805308 = -137173.278681
  nChanged 2
		SP:Iteration 18Q (6878.730000 sec): 3 clusters
  Score: Raw -140635.051131 + Penalty 3459.805308 = -137175.245823
  nChanged 0
		SP:Iteration 19F (6878.730000 sec): 3 clusters
  Score: Raw -140635.051131 + Penalty 3459.805308 = -137175.245823
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.740000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.740000 sec): 3 clusters
  Score: Raw -31491.523477 + Penalty 2705.839273 = -28785.684203
  nChanged 20
		SP:Iteration 1F (6878.740000 sec): 3 clusters
  Score: Raw -31557.211570 + Penalty 2705.839273 = -28851.372297
  nChanged 7
		SP:Iteration 2Q (6878.740000 sec): 3 clusters
  Score: Raw -31583.857331 + Penalty 2705.839273 = -28878.018058
  nChanged 2
		SP:Iteration 3Q (6878.740000 sec): 3 clusters
  Score: Raw -31596.829487 + Penalty 2705.839273 = -28890.990214
  nChanged 5
		SP:Iteration 4Q (6878.740000 sec): 3 clusters
  Score: Raw -31619.286093 + Penalty 2705.839273 = -28913.446819
  nChanged 2
		SP:Iteration 5Q (6878.740000 sec): 3 clusters
  Score: Raw -31622.722493 + Penalty 2705.839273 = -28916.883220
  nChanged 1
		SP:Iteration 6Q (6878.740000 sec): 3 clusters
  Score: Raw -31624.536182 + Penalty 2705.839273 = -28918.696909
  nChanged 0
		SP:Iteration 7F (6878.750000 sec): 3 clusters
  Score: Raw -31624.536182 + Penalty 2705.839273 = -28918.696909
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.750000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.750000 sec): 3 clusters
  Score: Raw -77788.005225 + Penalty 3172.049753 = -74615.955473
  nChanged 131
		SP:Iteration 1F (6878.750000 sec): 3 clusters
  Score: Raw -78095.354263 + Penalty 3172.049753 = -74923.304510
  nChanged 45
		SP:Iteration 2F (6878.750000 sec): 3 clusters
  Score: Raw -78294.382223 + Penalty 3172.049753 = -75122.332471
  nChanged 44
		SP:Iteration 3F (6878.760000 sec): 3 clusters
  Score: Raw -78467.190552 + Penalty 3172.049753 = -75295.140799
  nChanged 38
		SP:Iteration 4F (6878.760000 sec): 3 clusters
  Score: Raw -78591.758113 + Penalty 3172.049753 = -75419.708361
  nChanged 28
		SP:Iteration 5Q (6878.760000 sec): 3 clusters
  Score: Raw -78705.647677 + Penalty 3172.049753 = -75533.597924
  nChanged 17
		SP:Iteration 6Q (6878.770000 sec): 3 clusters
  Score: Raw -78771.302112 + Penalty 3172.049753 = -75599.252359
  nChanged 11
		SP:Iteration 7Q (6878.770000 sec): 3 clusters
  Score: Raw -78793.238263 + Penalty 3172.049753 = -75621.188510
  nChanged 7
		SP:Iteration 8Q (6878.770000 sec): 3 clusters
  Score: Raw -78811.581183 + Penalty 3172.049753 = -75639.531431
  nChanged 2
		SP:Iteration 9Q (6878.770000 sec): 3 clusters
  Score: Raw -78814.922912 + Penalty 3172.049753 = -75642.873159
  nChanged 4
		SP:Iteration 10Q (6878.770000 sec): 3 clusters
  Score: Raw -78824.668673 + Penalty 3172.049753 = -75652.618920
  nChanged 2
		SP:Iteration 11Q (6878.770000 sec): 3 clusters
  Score: Raw -78829.261739 + Penalty 3172.049753 = -75657.211987
  nChanged 0
		SP:Iteration 12F (6878.770000 sec): 3 clusters
  Score: Raw -78829.261739 + Penalty 3172.049753 = -75657.211987
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.780000 sec): 2 clusters
  Score: Raw -23358.389553 + Penalty 1347.563057 = -22010.826496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.780000 sec): 3 clusters
  Score: Raw -23707.818228 + Penalty 2695.126114 = -21012.692114
  nChanged 35
		SP:Iteration 1F (6878.780000 sec): 3 clusters
  Score: Raw -24170.791126 + Penalty 2695.126114 = -21475.665013
  nChanged 15
		SP:Iteration 2F (6878.780000 sec): 3 clusters
  Score: Raw -24253.421419 + Penalty 2695.126114 = -21558.295305
  nChanged 12
		SP:Iteration 3F (6878.780000 sec): 3 clusters
  Score: Raw -24333.106725 + Penalty 2695.126114 = -21637.980611
  nChanged 9
		SP:Iteration 4Q (6878.780000 sec): 3 clusters
  Score: Raw -24417.047194 + Penalty 2695.126114 = -21721.921080
  nChanged 7
		SP:Iteration 5Q (6878.790000 sec): 3 clusters
  Score: Raw -24530.907989 + Penalty 2695.126114 = -21835.781875
  nChanged 2
		SP:Iteration 6Q (6878.790000 sec): 3 clusters
  Score: Raw -24545.052649 + Penalty 2695.126114 = -21849.926535
  nChanged 0
		SP:Iteration 7F (6878.790000 sec): 3 clusters
  Score: Raw -24545.052649 + Penalty 2695.126114 = -21849.926535
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.790000 sec): 2 clusters
  Score: Raw -33429.954582 + Penalty 1392.055770 = -32037.898812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.790000 sec): 3 clusters
  Score: Raw -33611.620282 + Penalty 2784.111541 = -30827.508742
  nChanged 31
		SP:Iteration 1F (6878.790000 sec): 3 clusters
  Score: Raw -33759.801614 + Penalty 2784.111541 = -30975.690073
  nChanged 8
		SP:Iteration 2Q (6878.790000 sec): 3 clusters
  Score: Raw -33790.861581 + Penalty 2784.111541 = -31006.750040
  nChanged 4
		SP:Iteration 3Q (6878.790000 sec): 3 clusters
  Score: Raw -33813.455786 + Penalty 2784.111541 = -31029.344245
  nChanged 2
		SP:Iteration 4Q (6878.790000 sec): 3 clusters
  Score: Raw -33822.878202 + Penalty 2784.111541 = -31038.766662
  nChanged 1
		SP:Iteration 5Q (6878.790000 sec): 3 clusters
  Score: Raw -33828.573962 + Penalty 2784.111541 = -31044.462421
  nChanged 2
		SP:Iteration 6Q (6878.800000 sec): 3 clusters
  Score: Raw -33844.768733 + Penalty 2784.111541 = -31060.657192
  nChanged 1
		SP:Iteration 7Q (6878.800000 sec): 3 clusters
  Score: Raw -33849.454088 + Penalty 2784.111541 = -31065.342547
  nChanged 1
		SP:Iteration 8Q (6878.800000 sec): 3 clusters
  Score: Raw -33850.845425 + Penalty 2784.111541 = -31066.733884
  nChanged 1
		SP:Iteration 9Q (6878.800000 sec): 3 clusters
  Score: Raw -33852.833021 + Penalty 2784.111541 = -31068.721480
  nChanged 0
		SP:Iteration 10F (6878.800000 sec): 3 clusters
  Score: Raw -33852.833021 + Penalty 2784.111541 = -31068.721480
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.800000 sec): 2 clusters
  Score: Raw -29409.107282 + Penalty 1334.214544 = -28074.892739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.810000 sec): 3 clusters
  Score: Raw -29557.072228 + Penalty 2668.429087 = -26888.643140
  nChanged 26
		SP:Iteration 1F (6878.810000 sec): 3 clusters
  Score: Raw -29672.043033 + Penalty 2668.429087 = -27003.613946
  nChanged 6
		SP:Iteration 2Q (6878.810000 sec): 3 clusters
  Score: Raw -29706.821546 + Penalty 2668.429087 = -27038.392459
  nChanged 4
		SP:Iteration 3Q (6878.810000 sec): 3 clusters
  Score: Raw -29724.647249 + Penalty 2668.429087 = -27056.218162
  nChanged 0
		SP:Iteration 4F (6878.810000 sec): 3 clusters
  Score: Raw -29724.647249 + Penalty 2668.429087 = -27056.218162
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.810000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.810000 sec): 3 clusters
  Score: Raw -55124.107236 + Penalty 2975.472535 = -52148.634701
  nChanged 48
		SP:Iteration 1F (6878.810000 sec): 3 clusters
  Score: Raw -55278.037443 + Penalty 2975.472535 = -52302.564908
  nChanged 22
		SP:Iteration 2F (6878.810000 sec): 3 clusters
  Score: Raw -55350.282821 + Penalty 2975.472535 = -52374.810287
  nChanged 9
		SP:Iteration 3Q (6878.820000 sec): 3 clusters
  Score: Raw -55380.514574 + Penalty 2975.472535 = -52405.042039
  nChanged 3
		SP:Iteration 4Q (6878.820000 sec): 3 clusters
  Score: Raw -55390.687462 + Penalty 2975.472535 = -52415.214927
  nChanged 2
		SP:Iteration 5Q (6878.820000 sec): 3 clusters
  Score: Raw -55392.581236 + Penalty 2975.472535 = -52417.108702
  nChanged 2
		SP:Iteration 6Q (6878.820000 sec): 3 clusters
  Score: Raw -55394.949703 + Penalty 2975.472535 = -52419.477168
  nChanged 1
		SP:Iteration 7Q (6878.820000 sec): 3 clusters
  Score: Raw -55396.483738 + Penalty 2975.472535 = -52421.011203
  nChanged 0
		SP:Iteration 8F (6878.830000 sec): 3 clusters
  Score: Raw -55396.483738 + Penalty 2975.472535 = -52421.011203
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.830000 sec): 2 clusters
  Score: Raw -15668.246963 + Penalty 1297.314937 = -14370.932026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.830000 sec): 3 clusters
  Score: Raw -16105.287801 + Penalty 2594.629874 = -13510.657927
  nChanged 38
		SP:Iteration 1F (6878.830000 sec): 3 clusters
  Score: Raw -16363.269419 + Penalty 2594.629874 = -13768.639545
  nChanged 8
		SP:Iteration 2Q (6878.830000 sec): 3 clusters
  Score: Raw -16429.290905 + Penalty 2594.629874 = -13834.661032
  nChanged 4
		SP:Iteration 3Q (6878.830000 sec): 3 clusters
  Score: Raw -16462.951123 + Penalty 2594.629874 = -13868.321249
  nChanged 2
		SP:Iteration 4Q (6878.830000 sec): 3 clusters
  Score: Raw -16472.849595 + Penalty 2594.629874 = -13878.219721
  nChanged 2
		SP:Iteration 5Q (6878.830000 sec): 3 clusters
  Score: Raw -16479.131685 + Penalty 2594.629874 = -13884.501811
  nChanged 0
		SP:Iteration 6F (6878.830000 sec): 3 clusters
  Score: Raw -16479.131685 + Penalty 2594.629874 = -13884.501811
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.830000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.840000 sec): 3 clusters
  Score: Raw -29582.283201 + Penalty 2686.385799 = -26895.897402
  nChanged 16
		SP:Iteration 1F (6878.840000 sec): 3 clusters
  Score: Raw -29650.240106 + Penalty 2686.385799 = -26963.854307
  nChanged 7
		SP:Iteration 2Q (6878.840000 sec): 3 clusters
  Score: Raw -29685.218771 + Penalty 2686.385799 = -26998.832971
  nChanged 4
		SP:Iteration 3Q (6878.840000 sec): 3 clusters
  Score: Raw -29701.682175 + Penalty 2686.385799 = -27015.296375
  nChanged 2
		SP:Iteration 4Q (6878.840000 sec): 3 clusters
  Score: Raw -29710.982802 + Penalty 2686.385799 = -27024.597003
  nChanged 1
		SP:Iteration 5Q (6878.840000 sec): 3 clusters
  Score: Raw -29715.546681 + Penalty 2686.385799 = -27029.160882
  nChanged 1
		SP:Iteration 6Q (6878.840000 sec): 3 clusters
  Score: Raw -29721.317445 + Penalty 2686.385799 = -27034.931645
  nChanged 3
		SP:Iteration 7Q (6878.840000 sec): 3 clusters
  Score: Raw -29750.545350 + Penalty 2686.385799 = -27064.159551
  nChanged 2
		SP:Iteration 8Q (6878.840000 sec): 3 clusters
  Score: Raw -29800.881745 + Penalty 2686.385799 = -27114.495945
  nChanged 3
		SP:Iteration 9Q (6878.840000 sec): 3 clusters
  Score: Raw -29880.506269 + Penalty 2686.385799 = -27194.120469
  nChanged 3
		SP:Iteration 10Q (6878.850000 sec): 3 clusters
  Score: Raw -29891.463437 + Penalty 2686.385799 = -27205.077637
  nChanged 1
		SP:Iteration 11Q (6878.850000 sec): 3 clusters
  Score: Raw -29896.489125 + Penalty 2686.385799 = -27210.103325
  nChanged 0
		SP:Iteration 12F (6878.850000 sec): 3 clusters
  Score: Raw -29896.489125 + Penalty 2686.385799 = -27210.103325
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (340 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.850000 sec): 2 clusters
  Score: Raw -45830.392090 + Penalty 1445.578513 = -44384.813577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.850000 sec): 3 clusters
  Score: Raw -45981.500172 + Penalty 2891.157026 = -43090.343145
  nChanged 58
		SP:Iteration 1F (6878.850000 sec): 3 clusters
  Score: Raw -46148.597039 + Penalty 2891.157026 = -43257.440013
  nChanged 19
		SP:Iteration 2F (6878.850000 sec): 3 clusters
  Score: Raw -46216.760215 + Penalty 2891.157026 = -43325.603189
  nChanged 9
		SP:Iteration 3Q (6878.850000 sec): 3 clusters
  Score: Raw -46251.162957 + Penalty 2891.157026 = -43360.005931
  nChanged 9
		SP:Iteration 4Q (6878.850000 sec): 3 clusters
  Score: Raw -46281.731856 + Penalty 2891.157026 = -43390.574830
  nChanged 3
		SP:Iteration 5Q (6878.860000 sec): 3 clusters
  Score: Raw -46290.448335 + Penalty 2891.157026 = -43399.291309
  nChanged 0
		SP:Iteration 6F (6878.860000 sec): 3 clusters
  Score: Raw -46290.448335 + Penalty 2891.157026 = -43399.291309
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.860000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.860000 sec): 3 clusters
  Score: Raw -55269.599637 + Penalty 3005.325105 = -52264.274532
  nChanged 80
		SP:Iteration 1F (6878.870000 sec): 3 clusters
  Score: Raw -55459.287361 + Penalty 3005.325105 = -52453.962256
  nChanged 20
		SP:Iteration 2Q (6878.870000 sec): 3 clusters
  Score: Raw -55507.428886 + Penalty 3005.325105 = -52502.103781
  nChanged 5
		SP:Iteration 3Q (6878.870000 sec): 3 clusters
  Score: Raw -55519.514223 + Penalty 3005.325105 = -52514.189118
  nChanged 0
		SP:Iteration 4F (6878.870000 sec): 3 clusters
  Score: Raw -55519.514223 + Penalty 3005.325105 = -52514.189118
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 38 (221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.870000 sec): 2 clusters
  Score: Raw -26010.390594 + Penalty 1338.744350 = -24671.646244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.870000 sec): 3 clusters
  Score: Raw -26576.981537 + Penalty 2677.488700 = -23899.492837
  nChanged 49
		SP:Iteration 1F (6878.870000 sec): 3 clusters
  Score: Raw -27075.006120 + Penalty 2677.488700 = -24397.517420
  nChanged 22
		SP:Iteration 2F (6878.880000 sec): 3 clusters
  Score: Raw -27334.015069 + Penalty 2677.488700 = -24656.526369
  nChanged 4
		SP:Iteration 3Q (6878.880000 sec): 3 clusters
  Score: Raw -27422.391646 + Penalty 2677.488700 = -24744.902946
  nChanged 1
		SP:Iteration 4Q (6878.880000 sec): 3 clusters
  Score: Raw -27474.309489 + Penalty 2677.488700 = -24796.820789
  nChanged 0
		SP:Iteration 5F (6878.880000 sec): 3 clusters
  Score: Raw -27474.309489 + Penalty 2677.488700 = -24796.820789
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 39.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.890000 sec): 2 clusters
  Score: Raw -68776.888008 + Penalty 1547.588410 = -67229.299598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.890000 sec): 3 clusters
  Score: Raw -68815.567442 + Penalty 3095.176819 = -65720.390622
  nChanged 94
		SP:Iteration 1F (6878.890000 sec): 3 clusters
  Score: Raw -69014.725352 + Penalty 3095.176819 = -65919.548533
  nChanged 28
		SP:Iteration 2F (6878.890000 sec): 3 clusters
  Score: Raw -69072.777916 + Penalty 3095.176819 = -65977.601096
  nChanged 9
		SP:Iteration 3Q (6878.890000 sec): 3 clusters
  Score: Raw -69122.073334 + Penalty 3095.176819 = -66026.896515
  nChanged 6
		SP:Iteration 4Q (6878.890000 sec): 3 clusters
  Score: Raw -69151.739974 + Penalty 3095.176819 = -66056.563155
  nChanged 11
		SP:Iteration 5Q (6878.900000 sec): 3 clusters
  Score: Raw -69175.315989 + Penalty 3095.176819 = -66080.139170
  nChanged 6
		SP:Iteration 6Q (6878.900000 sec): 3 clusters
  Score: Raw -69190.877394 + Penalty 3095.176819 = -66095.700575
  nChanged 6
		SP:Iteration 7Q (6878.900000 sec): 3 clusters
  Score: Raw -69207.911336 + Penalty 3095.176819 = -66112.734516
  nChanged 6
		SP:Iteration 8Q (6878.900000 sec): 3 clusters
  Score: Raw -69220.254433 + Penalty 3095.176819 = -66125.077614
  nChanged 3
		SP:Iteration 9Q (6878.900000 sec): 3 clusters
  Score: Raw -69223.813899 + Penalty 3095.176819 = -66128.637080
  nChanged 1
		SP:Iteration 10Q (6878.910000 sec): 3 clusters
  Score: Raw -69225.507556 + Penalty 3095.176819 = -66130.330737
  nChanged 2
		SP:Iteration 11Q (6878.910000 sec): 3 clusters
  Score: Raw -69229.621041 + Penalty 3095.176819 = -66134.444222
  nChanged 2
		SP:Iteration 12Q (6878.910000 sec): 3 clusters
  Score: Raw -69233.711908 + Penalty 3095.176819 = -66138.535088
  nChanged 1
		SP:Iteration 13Q (6878.910000 sec): 3 clusters
  Score: Raw -69235.138960 + Penalty 3095.176819 = -66139.962141
  nChanged 0
		SP:Iteration 14F (6878.910000 sec): 3 clusters
  Score: Raw -69235.138960 + Penalty 3095.176819 = -66139.962141
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.910000 sec): 2 clusters
  Score: Raw -8501.333831 + Penalty 1165.719131 = -7335.614700
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.910000 sec): 3 clusters
  Score: Raw -8965.572607 + Penalty 2331.438261 = -6634.134345
  nChanged 17
		SP:Iteration 1F (6878.910000 sec): 3 clusters
  Score: Raw -9176.263213 + Penalty 2331.438261 = -6844.824952
  nChanged 2
		SP:Iteration 2Q (6878.920000 sec): 3 clusters
  Score: Raw -9183.971930 + Penalty 2331.438261 = -6852.533668
  nChanged 1
		SP:Iteration 3Q (6878.920000 sec): 3 clusters
  Score: Raw -9188.098291 + Penalty 2331.438261 = -6856.660029
  nChanged 0
		SP:Iteration 4F (6878.920000 sec): 3 clusters
  Score: Raw -9188.098291 + Penalty 2331.438261 = -6856.660029
  nChanged 0
Deleting Class 38 (54 points): Lose 1430.415500 but Gain 3374.686117
Iteration 219Q (6889.910000 sec): 41 clusters
  Score: Raw -117643091.178496 + Penalty 134987.444692 = -117508103.733804
  nChanged 55
Iteration 220F (6931.100000 sec): 41 clusters
  Score: Raw -117643727.038848 + Penalty 134987.444692 = -117508739.594156
  nChanged 30
Iteration 221Q (6941.630000 sec): 41 clusters
  Score: Raw -117644800.423385 + Penalty 134987.444692 = -117509812.978693
  nChanged 20
Iteration 222Q (6952.140000 sec): 41 clusters
  Score: Raw -117645034.635454 + Penalty 134987.444692 = -117510047.190762
  nChanged 9
Iteration 223Q (6962.660000 sec): 41 clusters
  Score: Raw -117645118.159082 + Penalty 134987.444692 = -117510130.714390
  nChanged 2
Iteration 224Q (6973.180000 sec): 41 clusters
  Score: Raw -117645124.365396 + Penalty 134987.444692 = -117510136.920704
  nChanged 0
Iteration 225F (7014.180000 sec): 41 clusters
  Score: Raw -117653595.440099 + Penalty 134987.444692 = -117518607.995408
  nChanged 181
Iteration 226Q (7024.740000 sec): 41 clusters
  Score: Raw -117660112.841254 + Penalty 134987.444692 = -117525125.396563
  nChanged 17
Iteration 227Q (7035.290000 sec): 41 clusters
  Score: Raw -117660496.471242 + Penalty 134987.444692 = -117525509.026550
  nChanged 4
Iteration 228Q (7045.840000 sec): 41 clusters
  Score: Raw -117660845.859242 + Penalty 134987.444692 = -117525858.414550
  nChanged 5
Iteration 229Q (7056.380000 sec): 41 clusters
  Score: Raw -117661022.867899 + Penalty 134987.444692 = -117526035.423207
  nChanged 7
Iteration 230Q (7066.930000 sec): 41 clusters
  Score: Raw -117661148.848747 + Penalty 134987.444692 = -117526161.404055
  nChanged 3
Iteration 231Q (7077.500000 sec): 41 clusters
  Score: Raw -117661222.762734 + Penalty 134987.444692 = -117526235.318042
  nChanged 3
Iteration 232Q (7088.110000 sec): 41 clusters
  Score: Raw -117661255.311575 + Penalty 134987.444692 = -117526267.866883
  nChanged 2
Iteration 233Q (7098.660000 sec): 41 clusters
  Score: Raw -117661266.570968 + Penalty 134987.444692 = -117526279.126276
  nChanged 2
Iteration 234Q (7109.200000 sec): 41 clusters
  Score: Raw -117661277.183817 + Penalty 134987.444692 = -117526289.739125
  nChanged 9
Iteration 235Q (7119.720000 sec): 41 clusters
  Score: Raw -117661284.778266 + Penalty 134987.444692 = -117526297.333574
  nChanged 4
Iteration 236Q (7130.270000 sec): 41 clusters
  Score: Raw -117661284.930201 + Penalty 134987.444692 = -117526297.485509
  nChanged 7
Iteration 237Q (7140.810000 sec): 41 clusters
  Score: Raw -117661285.148644 + Penalty 134987.444692 = -117526297.703952
  nChanged 6
Iteration 238Q (7151.350000 sec): 41 clusters
  Score: Raw -117661285.304453 + Penalty 134987.444692 = -117526297.859761
  nChanged 7
Iteration 239Q (7161.890000 sec): 41 clusters
  Score: Raw -117661285.490775 + Penalty 134987.444692 = -117526298.046083
  nChanged 9
Iteration 240F (7203.320000 sec): 41 clusters
  Score: Raw -117662160.994528 + Penalty 134987.444692 = -117527173.549836
  nChanged 33
Iteration 241Q (7213.870000 sec): 41 clusters
  Score: Raw -117663217.850180 + Penalty 134987.444692 = -117528230.405488
  nChanged 15
Iteration 242Q (7224.420000 sec): 41 clusters
  Score: Raw -117663463.083844 + Penalty 134987.444692 = -117528475.639152
  nChanged 11
Iteration 243Q (7234.940000 sec): 41 clusters
  Score: Raw -117663563.737606 + Penalty 134987.444692 = -117528576.292914
  nChanged 16
Iteration 244Q (7245.450000 sec): 41 clusters
  Score: Raw -117663565.774934 + Penalty 134987.444692 = -117528578.330242
  nChanged 12
Iteration 245Q (7255.950000 sec): 41 clusters
  Score: Raw -117663619.412241 + Penalty 134987.444692 = -117528631.967549
  nChanged 14
Iteration 246Q (7266.460000 sec): 41 clusters
  Score: Raw -117663619.848489 + Penalty 134987.444692 = -117528632.403797
  nChanged 12
Iteration 247Q (7276.990000 sec): 41 clusters
  Score: Raw -117663620.247713 + Penalty 134987.444692 = -117528632.803021
  nChanged 17
Iteration 248Q (7287.510000 sec): 41 clusters
  Score: Raw -117663620.869099 + Penalty 134987.444692 = -117528633.424407
  nChanged 12
Iteration 249Q (7298.040000 sec): 41 clusters
  Score: Raw -117663621.234041 + Penalty 134987.444692 = -117528633.789349
  nChanged 8
Iteration 250Q (7308.570000 sec): 41 clusters
  Score: Raw -117663621.638630 + Penalty 134987.444692 = -117528634.193938
  nChanged 13
Iteration 251Q (7319.090000 sec): 41 clusters
  Score: Raw -117663622.137489 + Penalty 134987.444692 = -117528634.692797
  nChanged 11
Iteration 252Q (7329.610000 sec): 41 clusters
  Score: Raw -117663622.593287 + Penalty 134987.444692 = -117528635.148595
  nChanged 15
Iteration 253Q (7340.120000 sec): 41 clusters
  Score: Raw -117663623.107963 + Penalty 134987.444692 = -117528635.663271
  nChanged 19
Iteration 254Q (7350.630000 sec): 41 clusters
  Score: Raw -117663623.637501 + Penalty 134987.444692 = -117528636.192809
  nChanged 16
Iteration 255Q (7361.140000 sec): 41 clusters
  Score: Raw -117663624.096819 + Penalty 134987.444692 = -117528636.652127
  nChanged 23
Iteration 256Q (7371.650000 sec): 41 clusters
  Score: Raw -117663624.687117 + Penalty 134987.444692 = -117528637.242425
  nChanged 29
Iteration 257Q (7382.150000 sec): 41 clusters
  Score: Raw -117663625.532904 + Penalty 134987.444692 = -117528638.088212
  nChanged 37
Iteration 258Q (7392.650000 sec): 41 clusters
  Score: Raw -117663626.720765 + Penalty 134987.444692 = -117528639.276073
  nChanged 25
Writing temp clu file 
Because OldScore, -117528638.088212, is greater than current (better) Score,-117528639.276073 
 Compute initial score before splitting:   Score: Raw -117663626.720765 + Penalty 134987.444692 = -117528639.276073
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7392.810000 sec): 2 clusters
  Score: Raw -1048183.648990 + Penalty 2200.863096 = -1045982.785895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7392.830000 sec): 3 clusters
  Score: Raw -1044459.608100 + Penalty 4401.726192 = -1040057.881908
  nChanged 2869
		SP:Iteration 1F (7392.850000 sec): 3 clusters
  Score: Raw -1046066.972284 + Penalty 4401.726192 = -1041665.246092
  nChanged 545
		SP:Iteration 2F (7392.880000 sec): 3 clusters
  Score: Raw -1046379.492475 + Penalty 4401.726192 = -1041977.766283
  nChanged 383
		SP:Iteration 3F (7392.900000 sec): 3 clusters
  Score: Raw -1046562.269793 + Penalty 4401.726192 = -1042160.543601
  nChanged 270
		SP:Iteration 4Q (7392.930000 sec): 3 clusters
  Score: Raw -1046685.411668 + Penalty 4401.726192 = -1042283.685476
  nChanged 215
		SP:Iteration 5Q (7392.950000 sec): 3 clusters
  Score: Raw -1046775.587833 + Penalty 4401.726192 = -1042373.861642
  nChanged 200
		SP:Iteration 6Q (7392.970000 sec): 3 clusters
  Score: Raw -1046855.496578 + Penalty 4401.726192 = -1042453.770386
  nChanged 165
		SP:Iteration 7Q (7393.000000 sec): 3 clusters
  Score: Raw -1046930.223948 + Penalty 4401.726192 = -1042528.497756
  nChanged 156
		SP:Iteration 8Q (7393.020000 sec): 3 clusters
  Score: Raw -1047006.711285 + Penalty 4401.726192 = -1042604.985093
  nChanged 166
		SP:Iteration 9Q (7393.050000 sec): 3 clusters
  Score: Raw -1047081.667701 + Penalty 4401.726192 = -1042679.941510
  nChanged 162
		SP:Iteration 10Q (7393.070000 sec): 3 clusters
  Score: Raw -1047164.449345 + Penalty 4401.726192 = -1042762.723153
  nChanged 162
		SP:Iteration 11Q (7393.100000 sec): 3 clusters
  Score: Raw -1047253.108422 + Penalty 4401.726192 = -1042851.382231
  nChanged 165
		SP:Iteration 12Q (7393.120000 sec): 3 clusters
  Score: Raw -1047342.895466 + Penalty 4401.726192 = -1042941.169275
  nChanged 182
		SP:Iteration 13Q (7393.140000 sec): 3 clusters
  Score: Raw -1047436.036234 + Penalty 4401.726192 = -1043034.310042
  nChanged 194
		SP:Iteration 14Q (7393.170000 sec): 3 clusters
  Score: Raw -1047535.603100 + Penalty 4401.726192 = -1043133.876908
  nChanged 164
		SP:Iteration 15Q (7393.190000 sec): 3 clusters
  Score: Raw -1047623.850673 + Penalty 4401.726192 = -1043222.124482
  nChanged 182
		SP:Iteration 16Q (7393.210000 sec): 3 clusters
  Score: Raw -1047724.559359 + Penalty 4401.726192 = -1043322.833167
  nChanged 187
		SP:Iteration 17Q (7393.240000 sec): 3 clusters
  Score: Raw -1047816.658251 + Penalty 4401.726192 = -1043414.932059
  nChanged 158
		SP:Iteration 18Q (7393.260000 sec): 3 clusters
  Score: Raw -1047893.983914 + Penalty 4401.726192 = -1043492.257722
  nChanged 130
		SP:Iteration 19Q (7393.290000 sec): 3 clusters
  Score: Raw -1047963.362492 + Penalty 4401.726192 = -1043561.636300
  nChanged 129
		SP:Iteration 20F (7393.310000 sec): 3 clusters
  Score: Raw -1048028.541789 + Penalty 4401.726192 = -1043626.815597
  nChanged 122
		SP:Iteration 21Q (7393.330000 sec): 3 clusters
  Score: Raw -1048088.760701 + Penalty 4401.726192 = -1043687.034509
  nChanged 108
		SP:Iteration 22Q (7393.350000 sec): 3 clusters
  Score: Raw -1048133.044848 + Penalty 4401.726192 = -1043731.318656
  nChanged 89
		SP:Iteration 23Q (7393.380000 sec): 3 clusters
  Score: Raw -1048166.190366 + Penalty 4401.726192 = -1043764.464174
  nChanged 71
		SP:Iteration 24Q (7393.400000 sec): 3 clusters
  Score: Raw -1048194.423077 + Penalty 4401.726192 = -1043792.696885
  nChanged 81
		SP:Iteration 25Q (7393.430000 sec): 3 clusters
  Score: Raw -1048221.852523 + Penalty 4401.726192 = -1043820.126331
  nChanged 62
		SP:Iteration 26Q (7393.450000 sec): 3 clusters
  Score: Raw -1048243.700589 + Penalty 4401.726192 = -1043841.974398
  nChanged 57
		SP:Iteration 27Q (7393.470000 sec): 3 clusters
  Score: Raw -1048262.787840 + Penalty 4401.726192 = -1043861.061648
  nChanged 54
		SP:Iteration 28Q (7393.490000 sec): 3 clusters
  Score: Raw -1048285.462133 + Penalty 4401.726192 = -1043883.735942
  nChanged 55
		SP:Iteration 29Q (7393.510000 sec): 3 clusters
  Score: Raw -1048303.952921 + Penalty 4401.726192 = -1043902.226729
  nChanged 38
		SP:Iteration 30Q (7393.540000 sec): 3 clusters
  Score: Raw -1048320.821833 + Penalty 4401.726192 = -1043919.095642
  nChanged 49
		SP:Iteration 31Q (7393.560000 sec): 3 clusters
  Score: Raw -1048348.275195 + Penalty 4401.726192 = -1043946.549003
  nChanged 62
		SP:Iteration 32Q (7393.580000 sec): 3 clusters
  Score: Raw -1048377.641748 + Penalty 4401.726192 = -1043975.915556
  nChanged 60
		SP:Iteration 33Q (7393.610000 sec): 3 clusters
  Score: Raw -1048405.079214 + Penalty 4401.726192 = -1044003.353022
  nChanged 53
		SP:Iteration 34Q (7393.630000 sec): 3 clusters
  Score: Raw -1048431.328182 + Penalty 4401.726192 = -1044029.601990
  nChanged 62
		SP:Iteration 35Q (7393.650000 sec): 3 clusters
  Score: Raw -1048456.718481 + Penalty 4401.726192 = -1044054.992289
  nChanged 61
		SP:Iteration 36Q (7393.670000 sec): 3 clusters
  Score: Raw -1048482.854201 + Penalty 4401.726192 = -1044081.128009
  nChanged 53
		SP:Iteration 37Q (7393.690000 sec): 3 clusters
  Score: Raw -1048510.235651 + Penalty 4401.726192 = -1044108.509459
  nChanged 47
		SP:Iteration 38Q (7393.720000 sec): 3 clusters
  Score: Raw -1048528.941485 + Penalty 4401.726192 = -1044127.215294
  nChanged 42
		SP:Iteration 39Q (7393.740000 sec): 3 clusters
  Score: Raw -1048545.039166 + Penalty 4401.726192 = -1044143.312974
  nChanged 40
		SP:Iteration 40F (7393.760000 sec): 3 clusters
  Score: Raw -1048559.846699 + Penalty 4401.726192 = -1044158.120508
  nChanged 36
		SP:Iteration 41Q (7393.790000 sec): 3 clusters
  Score: Raw -1048572.266606 + Penalty 4401.726192 = -1044170.540414
  nChanged 39
		SP:Iteration 42Q (7393.810000 sec): 3 clusters
  Score: Raw -1048586.800251 + Penalty 4401.726192 = -1044185.074059
  nChanged 40
		SP:Iteration 43Q (7393.830000 sec): 3 clusters
  Score: Raw -1048604.208298 + Penalty 4401.726192 = -1044202.482106
  nChanged 41
		SP:Iteration 44Q (7393.850000 sec): 3 clusters
  Score: Raw -1048619.825097 + Penalty 4401.726192 = -1044218.098905
  nChanged 42
		SP:Iteration 45Q (7393.870000 sec): 3 clusters
  Score: Raw -1048632.757332 + Penalty 4401.726192 = -1044231.031140
  nChanged 29
		SP:Iteration 46Q (7393.890000 sec): 3 clusters
  Score: Raw -1048645.128812 + Penalty 4401.726192 = -1044243.402621
  nChanged 32
		SP:Iteration 47Q (7393.910000 sec): 3 clusters
  Score: Raw -1048655.072273 + Penalty 4401.726192 = -1044253.346082
  nChanged 29
		SP:Iteration 48Q (7393.940000 sec): 3 clusters
  Score: Raw -1048664.045836 + Penalty 4401.726192 = -1044262.319644
  nChanged 30
		SP:Iteration 49Q (7393.960000 sec): 3 clusters
  Score: Raw -1048673.183209 + Penalty 4401.726192 = -1044271.457017
  nChanged 24
		SP:Iteration 50Q (7393.980000 sec): 3 clusters
  Score: Raw -1048680.016158 + Penalty 4401.726192 = -1044278.289967
  nChanged 17
		SP:Iteration 51Q (7394.000000 sec): 3 clusters
  Score: Raw -1048684.884720 + Penalty 4401.726192 = -1044283.158528
  nChanged 13
		SP:Iteration 52Q (7394.030000 sec): 3 clusters
  Score: Raw -1048688.405899 + Penalty 4401.726192 = -1044286.679708
  nChanged 17
		SP:Iteration 53Q (7394.050000 sec): 3 clusters
  Score: Raw -1048692.305735 + Penalty 4401.726192 = -1044290.579543
  nChanged 10
		SP:Iteration 54Q (7394.070000 sec): 3 clusters
  Score: Raw -1048695.046798 + Penalty 4401.726192 = -1044293.320606
  nChanged 4
		SP:Iteration 55Q (7394.090000 sec): 3 clusters
  Score: Raw -1048695.672596 + Penalty 4401.726192 = -1044293.946405
  nChanged 2
		SP:Iteration 56Q (7394.110000 sec): 3 clusters
  Score: Raw -1048695.873303 + Penalty 4401.726192 = -1044294.147111
  nChanged 2
		SP:Iteration 57Q (7394.130000 sec): 3 clusters
  Score: Raw -1048696.350764 + Penalty 4401.726192 = -1044294.624572
  nChanged 5
		SP:Iteration 58Q (7394.150000 sec): 3 clusters
  Score: Raw -1048697.320298 + Penalty 4401.726192 = -1044295.594107
  nChanged 6
		SP:Iteration 59Q (7394.170000 sec): 3 clusters
  Score: Raw -1048699.118474 + Penalty 4401.726192 = -1044297.392282
  nChanged 10
		SP:Iteration 60F (7394.200000 sec): 3 clusters
  Score: Raw -1048701.419108 + Penalty 4401.726192 = -1044299.692917
  nChanged 9
		SP:Iteration 61Q (7394.220000 sec): 3 clusters
  Score: Raw -1048703.178791 + Penalty 4401.726192 = -1044301.452600
  nChanged 1
		SP:Iteration 62Q (7394.240000 sec): 3 clusters
  Score: Raw -1048703.312462 + Penalty 4401.726192 = -1044301.586270
  nChanged 1
		SP:Iteration 63Q (7394.260000 sec): 3 clusters
  Score: Raw -1048703.472538 + Penalty 4401.726192 = -1044301.746346
  nChanged 1
		SP:Iteration 64Q (7394.290000 sec): 3 clusters
  Score: Raw -1048703.535017 + Penalty 4401.726192 = -1044301.808826
  nChanged 1
		SP:Iteration 65Q (7394.310000 sec): 3 clusters
  Score: Raw -1048703.803615 + Penalty 4401.726192 = -1044302.077423
  nChanged 3
		SP:Iteration 66Q (7394.330000 sec): 3 clusters
  Score: Raw -1048704.323858 + Penalty 4401.726192 = -1044302.597667
  nChanged 3
		SP:Iteration 67Q (7394.350000 sec): 3 clusters
  Score: Raw -1048704.909340 + Penalty 4401.726192 = -1044303.183148
  nChanged 1
		SP:Iteration 68Q (7394.370000 sec): 3 clusters
  Score: Raw -1048705.097189 + Penalty 4401.726192 = -1044303.370997
  nChanged 1
		SP:Iteration 69Q (7394.390000 sec): 3 clusters
  Score: Raw -1048705.208347 + Penalty 4401.726192 = -1044303.482156
  nChanged 2
		SP:Iteration 70Q (7394.410000 sec): 3 clusters
  Score: Raw -1048705.807368 + Penalty 4401.726192 = -1044304.081177
  nChanged 3
		SP:Iteration 71Q (7394.430000 sec): 3 clusters
  Score: Raw -1048706.594998 + Penalty 4401.726192 = -1044304.868806
  nChanged 2
		SP:Iteration 72Q (7394.460000 sec): 3 clusters
  Score: Raw -1048706.861786 + Penalty 4401.726192 = -1044305.135594
  nChanged 2
		SP:Iteration 73Q (7394.480000 sec): 3 clusters
  Score: Raw -1048707.025111 + Penalty 4401.726192 = -1044305.298920
  nChanged 2
		SP:Iteration 74Q (7394.500000 sec): 3 clusters
  Score: Raw -1048707.393918 + Penalty 4401.726192 = -1044305.667726
  nChanged 2
		SP:Iteration 75Q (7394.520000 sec): 3 clusters
  Score: Raw -1048707.889482 + Penalty 4401.726192 = -1044306.163290
  nChanged 2
		SP:Iteration 76Q (7394.540000 sec): 3 clusters
  Score: Raw -1048708.218433 + Penalty 4401.726192 = -1044306.492241
  nChanged 1
		SP:Iteration 77Q (7394.560000 sec): 3 clusters
  Score: Raw -1048708.307141 + Penalty 4401.726192 = -1044306.580949
  nChanged 1
		SP:Iteration 78Q (7394.590000 sec): 3 clusters
  Score: Raw -1048708.496705 + Penalty 4401.726192 = -1044306.770513
  nChanged 0
		SP:Iteration 79F (7394.610000 sec): 3 clusters
  Score: Raw -1048708.496705 + Penalty 4401.726192 = -1044306.770513
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7394.630000 sec): 2 clusters
  Score: Raw -1079020.205459 + Penalty 2211.692436 = -1076808.513024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7394.660000 sec): 3 clusters
  Score: Raw -1075140.122338 + Penalty 4423.384871 = -1070716.737466
  nChanged 3000
		SP:Iteration 1F (7394.690000 sec): 3 clusters
  Score: Raw -1076798.949593 + Penalty 4423.384871 = -1072375.564722
  nChanged 507
		SP:Iteration 2F (7394.710000 sec): 3 clusters
  Score: Raw -1077066.763519 + Penalty 4423.384871 = -1072643.378648
  nChanged 367
		SP:Iteration 3Q (7394.730000 sec): 3 clusters
  Score: Raw -1077264.675119 + Penalty 4423.384871 = -1072841.290248
  nChanged 297
		SP:Iteration 4Q (7394.760000 sec): 3 clusters
  Score: Raw -1077400.206137 + Penalty 4423.384871 = -1072976.821266
  nChanged 211
		SP:Iteration 5Q (7394.790000 sec): 3 clusters
  Score: Raw -1077498.860018 + Penalty 4423.384871 = -1073075.475147
  nChanged 192
		SP:Iteration 6Q (7394.810000 sec): 3 clusters
  Score: Raw -1077587.964384 + Penalty 4423.384871 = -1073164.579513
  nChanged 199
		SP:Iteration 7Q (7394.840000 sec): 3 clusters
  Score: Raw -1077682.434252 + Penalty 4423.384871 = -1073259.049381
  nChanged 209
		SP:Iteration 8Q (7394.860000 sec): 3 clusters
  Score: Raw -1077790.377571 + Penalty 4423.384871 = -1073366.992700
  nChanged 221
		SP:Iteration 9Q (7394.890000 sec): 3 clusters
  Score: Raw -1077898.230467 + Penalty 4423.384871 = -1073474.845596
  nChanged 191
		SP:Iteration 10Q (7394.910000 sec): 3 clusters
  Score: Raw -1077984.253370 + Penalty 4423.384871 = -1073560.868499
  nChanged 178
		SP:Iteration 11Q (7394.940000 sec): 3 clusters
  Score: Raw -1078074.750752 + Penalty 4423.384871 = -1073651.365881
  nChanged 195
		SP:Iteration 12Q (7394.970000 sec): 3 clusters
  Score: Raw -1078186.051737 + Penalty 4423.384871 = -1073762.666866
  nChanged 196
		SP:Iteration 13Q (7394.990000 sec): 3 clusters
  Score: Raw -1078299.937618 + Penalty 4423.384871 = -1073876.552747
  nChanged 206
		SP:Iteration 14Q (7395.010000 sec): 3 clusters
  Score: Raw -1078422.304873 + Penalty 4423.384871 = -1073998.920002
  nChanged 200
		SP:Iteration 15Q (7395.040000 sec): 3 clusters
  Score: Raw -1078523.961117 + Penalty 4423.384871 = -1074100.576245
  nChanged 161
		SP:Iteration 16Q (7395.070000 sec): 3 clusters
  Score: Raw -1078614.561592 + Penalty 4423.384871 = -1074191.176721
  nChanged 171
		SP:Iteration 17Q (7395.090000 sec): 3 clusters
  Score: Raw -1078717.199043 + Penalty 4423.384871 = -1074293.814172
  nChanged 162
		SP:Iteration 18Q (7395.110000 sec): 3 clusters
  Score: Raw -1078813.045410 + Penalty 4423.384871 = -1074389.660539
  nChanged 137
		SP:Iteration 19Q (7395.140000 sec): 3 clusters
  Score: Raw -1078891.047767 + Penalty 4423.384871 = -1074467.662896
  nChanged 129
		SP:Iteration 20F (7395.170000 sec): 3 clusters
  Score: Raw -1078961.751300 + Penalty 4423.384871 = -1074538.366429
  nChanged 112
		SP:Iteration 21Q (7395.190000 sec): 3 clusters
  Score: Raw -1079027.967336 + Penalty 4423.384871 = -1074604.582465
  nChanged 114
		SP:Iteration 22Q (7395.210000 sec): 3 clusters
  Score: Raw -1079089.918630 + Penalty 4423.384871 = -1074666.533759
  nChanged 107
		SP:Iteration 23Q (7395.230000 sec): 3 clusters
  Score: Raw -1079143.342998 + Penalty 4423.384871 = -1074719.958127
  nChanged 88
		SP:Iteration 24Q (7395.260000 sec): 3 clusters
  Score: Raw -1079182.880930 + Penalty 4423.384871 = -1074759.496059
  nChanged 76
		SP:Iteration 25Q (7395.280000 sec): 3 clusters
  Score: Raw -1079213.998541 + Penalty 4423.384871 = -1074790.613670
  nChanged 62
		SP:Iteration 26Q (7395.310000 sec): 3 clusters
  Score: Raw -1079240.194419 + Penalty 4423.384871 = -1074816.809548
  nChanged 57
		SP:Iteration 27Q (7395.330000 sec): 3 clusters
  Score: Raw -1079263.352154 + Penalty 4423.384871 = -1074839.967283
  nChanged 52
		SP:Iteration 28Q (7395.350000 sec): 3 clusters
  Score: Raw -1079284.226465 + Penalty 4423.384871 = -1074860.841594
  nChanged 57
		SP:Iteration 29Q (7395.370000 sec): 3 clusters
  Score: Raw -1079303.449322 + Penalty 4423.384871 = -1074880.064451
  nChanged 44
		SP:Iteration 30Q (7395.390000 sec): 3 clusters
  Score: Raw -1079318.911161 + Penalty 4423.384871 = -1074895.526290
  nChanged 36
		SP:Iteration 31Q (7395.420000 sec): 3 clusters
  Score: Raw -1079331.427787 + Penalty 4423.384871 = -1074908.042916
  nChanged 30
		SP:Iteration 32Q (7395.440000 sec): 3 clusters
  Score: Raw -1079341.779637 + Penalty 4423.384871 = -1074918.394766
  nChanged 24
		SP:Iteration 33Q (7395.460000 sec): 3 clusters
  Score: Raw -1079348.560234 + Penalty 4423.384871 = -1074925.175362
  nChanged 17
		SP:Iteration 34Q (7395.490000 sec): 3 clusters
  Score: Raw -1079353.544463 + Penalty 4423.384871 = -1074930.159592
  nChanged 16
		SP:Iteration 35Q (7395.510000 sec): 3 clusters
  Score: Raw -1079357.264371 + Penalty 4423.384871 = -1074933.879500
  nChanged 12
		SP:Iteration 36Q (7395.530000 sec): 3 clusters
  Score: Raw -1079361.469132 + Penalty 4423.384871 = -1074938.084260
  nChanged 9
		SP:Iteration 37Q (7395.550000 sec): 3 clusters
  Score: Raw -1079363.727732 + Penalty 4423.384871 = -1074940.342861
  nChanged 13
		SP:Iteration 38Q (7395.570000 sec): 3 clusters
  Score: Raw -1079366.886509 + Penalty 4423.384871 = -1074943.501638
  nChanged 9
		SP:Iteration 39Q (7395.590000 sec): 3 clusters
  Score: Raw -1079369.212778 + Penalty 4423.384871 = -1074945.827907
  nChanged 8
		SP:Iteration 40F (7395.620000 sec): 3 clusters
  Score: Raw -1079371.323040 + Penalty 4423.384871 = -1074947.938169
  nChanged 5
		SP:Iteration 41Q (7395.640000 sec): 3 clusters
  Score: Raw -1079372.535563 + Penalty 4423.384871 = -1074949.150692
  nChanged 6
		SP:Iteration 42Q (7395.670000 sec): 3 clusters
  Score: Raw -1079374.142658 + Penalty 4423.384871 = -1074950.757787
  nChanged 7
		SP:Iteration 43Q (7395.690000 sec): 3 clusters
  Score: Raw -1079376.736122 + Penalty 4423.384871 = -1074953.351251
  nChanged 11
		SP:Iteration 44Q (7395.710000 sec): 3 clusters
  Score: Raw -1079380.189473 + Penalty 4423.384871 = -1074956.804602
  nChanged 8
		SP:Iteration 45Q (7395.730000 sec): 3 clusters
  Score: Raw -1079382.549157 + Penalty 4423.384871 = -1074959.164286
  nChanged 4
		SP:Iteration 46Q (7395.750000 sec): 3 clusters
  Score: Raw -1079383.294411 + Penalty 4423.384871 = -1074959.909540
  nChanged 2
		SP:Iteration 47Q (7395.770000 sec): 3 clusters
  Score: Raw -1079383.983647 + Penalty 4423.384871 = -1074960.598776
  nChanged 3
		SP:Iteration 48Q (7395.800000 sec): 3 clusters
  Score: Raw -1079384.698005 + Penalty 4423.384871 = -1074961.313134
  nChanged 3
		SP:Iteration 49Q (7395.820000 sec): 3 clusters
  Score: Raw -1079385.337086 + Penalty 4423.384871 = -1074961.952215
  nChanged 5
		SP:Iteration 50Q (7395.840000 sec): 3 clusters
  Score: Raw -1079386.601701 + Penalty 4423.384871 = -1074963.216830
  nChanged 2
		SP:Iteration 51Q (7395.860000 sec): 3 clusters
  Score: Raw -1079387.445515 + Penalty 4423.384871 = -1074964.060643
  nChanged 5
		SP:Iteration 52Q (7395.890000 sec): 3 clusters
  Score: Raw -1079388.593891 + Penalty 4423.384871 = -1074965.209020
  nChanged 5
		SP:Iteration 53Q (7395.910000 sec): 3 clusters
  Score: Raw -1079390.033928 + Penalty 4423.384871 = -1074966.649057
  nChanged 5
		SP:Iteration 54Q (7395.930000 sec): 3 clusters
  Score: Raw -1079391.123577 + Penalty 4423.384871 = -1074967.738706
  nChanged 2
		SP:Iteration 55Q (7395.950000 sec): 3 clusters
  Score: Raw -1079391.572281 + Penalty 4423.384871 = -1074968.187410
  nChanged 3
		SP:Iteration 56Q (7395.970000 sec): 3 clusters
  Score: Raw -1079392.300906 + Penalty 4423.384871 = -1074968.916035
  nChanged 3
		SP:Iteration 57Q (7395.990000 sec): 3 clusters
  Score: Raw -1079392.775387 + Penalty 4423.384871 = -1074969.390516
  nChanged 1
		SP:Iteration 58Q (7396.020000 sec): 3 clusters
  Score: Raw -1079393.050113 + Penalty 4423.384871 = -1074969.665242
  nChanged 1
		SP:Iteration 59Q (7396.040000 sec): 3 clusters
  Score: Raw -1079393.782342 + Penalty 4423.384871 = -1074970.397471
  nChanged 2
		SP:Iteration 60F (7396.070000 sec): 3 clusters
  Score: Raw -1079394.647477 + Penalty 4423.384871 = -1074971.262606
  nChanged 4
		SP:Iteration 61Q (7396.090000 sec): 3 clusters
  Score: Raw -1079395.406434 + Penalty 4423.384871 = -1074972.021563
  nChanged 1
		SP:Iteration 62Q (7396.110000 sec): 3 clusters
  Score: Raw -1079395.873582 + Penalty 4423.384871 = -1074972.488711
  nChanged 1
		SP:Iteration 63Q (7396.130000 sec): 3 clusters
  Score: Raw -1079396.018865 + Penalty 4423.384871 = -1074972.633994
  nChanged 1
		SP:Iteration 64Q (7396.150000 sec): 3 clusters
  Score: Raw -1079396.143786 + Penalty 4423.384871 = -1074972.758915
  nChanged 1
		SP:Iteration 65Q (7396.170000 sec): 3 clusters
  Score: Raw -1079396.352438 + Penalty 4423.384871 = -1074972.967567
  nChanged 2
		SP:Iteration 66Q (7396.200000 sec): 3 clusters
  Score: Raw -1079396.907347 + Penalty 4423.384871 = -1074973.522476
  nChanged 2
		SP:Iteration 67Q (7396.220000 sec): 3 clusters
  Score: Raw -1079397.534065 + Penalty 4423.384871 = -1074974.149194
  nChanged 3
		SP:Iteration 68Q (7396.240000 sec): 3 clusters
  Score: Raw -1079398.510904 + Penalty 4423.384871 = -1074975.126033
  nChanged 4
		SP:Iteration 69Q (7396.260000 sec): 3 clusters
  Score: Raw -1079399.403904 + Penalty 4423.384871 = -1074976.019033
  nChanged 4
		SP:Iteration 70Q (7396.290000 sec): 3 clusters
  Score: Raw -1079400.783390 + Penalty 4423.384871 = -1074977.398519
  nChanged 3
		SP:Iteration 71Q (7396.310000 sec): 3 clusters
  Score: Raw -1079401.745148 + Penalty 4423.384871 = -1074978.360277
  nChanged 1
		SP:Iteration 72Q (7396.330000 sec): 3 clusters
  Score: Raw -1079401.849958 + Penalty 4423.384871 = -1074978.465087
  nChanged 0
		SP:Iteration 73F (7396.350000 sec): 3 clusters
  Score: Raw -1079401.849958 + Penalty 4423.384871 = -1074978.465087
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7396.440000 sec): 2 clusters
  Score: Raw -4018143.892525 + Penalty 2532.321119 = -4015611.571406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7396.530000 sec): 3 clusters
  Score: Raw -4001860.820349 + Penalty 5064.642237 = -3996796.178111
  nChanged 12119
		SP:Iteration 1F (7396.630000 sec): 3 clusters
  Score: Raw -4008396.377028 + Penalty 5064.642237 = -4003331.734791
  nChanged 1341
		SP:Iteration 2Q (7396.720000 sec): 3 clusters
  Score: Raw -4008897.857818 + Penalty 5064.642237 = -4003833.215581
  nChanged 1281
		SP:Iteration 3Q (7396.810000 sec): 3 clusters
  Score: Raw -4009416.321618 + Penalty 5064.642237 = -4004351.679381
  nChanged 1402
		SP:Iteration 4F (7396.910000 sec): 3 clusters
  Score: Raw -4010082.106597 + Penalty 5064.642237 = -4005017.464360
  nChanged 1622
		SP:Iteration 5F (7397.000000 sec): 3 clusters
  Score: Raw -4011074.571191 + Penalty 5064.642237 = -4006009.928954
  nChanged 1993
		SP:Iteration 6F (7397.090000 sec): 3 clusters
  Score: Raw -4012609.768380 + Penalty 5064.642237 = -4007545.126143
  nChanged 2142
		SP:Iteration 7F (7397.190000 sec): 3 clusters
  Score: Raw -4014519.089994 + Penalty 5064.642237 = -4009454.447757
  nChanged 1771
		SP:Iteration 8F (7397.280000 sec): 3 clusters
  Score: Raw -4016233.113041 + Penalty 5064.642237 = -4011168.470804
  nChanged 1212
		SP:Iteration 9Q (7397.370000 sec): 3 clusters
  Score: Raw -4017455.363947 + Penalty 5064.642237 = -4012390.721710
  nChanged 535
		SP:Iteration 10Q (7397.450000 sec): 3 clusters
  Score: Raw -4018001.451066 + Penalty 5064.642237 = -4012936.808828
  nChanged 202
		SP:Iteration 11Q (7397.520000 sec): 3 clusters
  Score: Raw -4018212.296090 + Penalty 5064.642237 = -4013147.653853
  nChanged 76
		SP:Iteration 12Q (7397.590000 sec): 3 clusters
  Score: Raw -4018317.394284 + Penalty 5064.642237 = -4013252.752047
  nChanged 36
		SP:Iteration 13Q (7397.660000 sec): 3 clusters
  Score: Raw -4018373.537636 + Penalty 5064.642237 = -4013308.895399
  nChanged 18
		SP:Iteration 14Q (7397.730000 sec): 3 clusters
  Score: Raw -4018400.813382 + Penalty 5064.642237 = -4013336.171145
  nChanged 12
		SP:Iteration 15Q (7397.790000 sec): 3 clusters
  Score: Raw -4018421.149462 + Penalty 5064.642237 = -4013356.507225
  nChanged 5
		SP:Iteration 16Q (7397.860000 sec): 3 clusters
  Score: Raw -4018429.934959 + Penalty 5064.642237 = -4013365.292722
  nChanged 4
		SP:Iteration 17Q (7397.930000 sec): 3 clusters
  Score: Raw -4018435.141271 + Penalty 5064.642237 = -4013370.499033
  nChanged 7
		SP:Iteration 18Q (7397.990000 sec): 3 clusters
  Score: Raw -4018444.089549 + Penalty 5064.642237 = -4013379.447312
  nChanged 2
		SP:Iteration 19Q (7398.060000 sec): 3 clusters
  Score: Raw -4018449.326370 + Penalty 5064.642237 = -4013384.684133
  nChanged 4
		SP:Iteration 20F (7398.150000 sec): 3 clusters
  Score: Raw -4018457.947324 + Penalty 5064.642237 = -4013393.305087
  nChanged 4
		SP:Iteration 21Q (7398.210000 sec): 3 clusters
  Score: Raw -4018463.103039 + Penalty 5064.642237 = -4013398.460802
  nChanged 0
		SP:Iteration 22F (7398.300000 sec): 3 clusters
  Score: Raw -4018463.103039 + Penalty 5064.642237 = -4013398.460802
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7398.370000 sec): 2 clusters
  Score: Raw -3335349.450442 + Penalty 2501.879269 = -3332847.571173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7398.460000 sec): 3 clusters
  Score: Raw -3320977.540689 + Penalty 5003.758539 = -3315973.782151
  nChanged 10871
		SP:Iteration 1F (7398.540000 sec): 3 clusters
  Score: Raw -3326815.774331 + Penalty 5003.758539 = -3321812.015792
  nChanged 1283
		SP:Iteration 2F (7398.620000 sec): 3 clusters
  Score: Raw -3327281.353551 + Penalty 5003.758539 = -3322277.595012
  nChanged 1143
		SP:Iteration 3Q (7398.710000 sec): 3 clusters
  Score: Raw -3327656.517964 + Penalty 5003.758539 = -3322652.759425
  nChanged 977
		SP:Iteration 4Q (7398.790000 sec): 3 clusters
  Score: Raw -3327992.960410 + Penalty 5003.758539 = -3322989.201872
  nChanged 935
		SP:Iteration 5Q (7398.870000 sec): 3 clusters
  Score: Raw -3328331.832556 + Penalty 5003.758539 = -3323328.074017
  nChanged 913
		SP:Iteration 6Q (7398.950000 sec): 3 clusters
  Score: Raw -3328719.234235 + Penalty 5003.758539 = -3323715.475696
  nChanged 1030
		SP:Iteration 7Q (7399.040000 sec): 3 clusters
  Score: Raw -3329223.805085 + Penalty 5003.758539 = -3324220.046547
  nChanged 1109
		SP:Iteration 8Q (7399.120000 sec): 3 clusters
  Score: Raw -3329847.212662 + Penalty 5003.758539 = -3324843.454123
  nChanged 1136
		SP:Iteration 9Q (7399.200000 sec): 3 clusters
  Score: Raw -3330575.776874 + Penalty 5003.758539 = -3325572.018335
  nChanged 1235
		SP:Iteration 10F (7399.290000 sec): 3 clusters
  Score: Raw -3331473.450901 + Penalty 5003.758539 = -3326469.692363
  nChanged 1213
		SP:Iteration 11F (7399.370000 sec): 3 clusters
  Score: Raw -3332416.396589 + Penalty 5003.758539 = -3327412.638051
  nChanged 1079
		SP:Iteration 12Q (7399.450000 sec): 3 clusters
  Score: Raw -3333281.842608 + Penalty 5003.758539 = -3328278.084069
  nChanged 951
		SP:Iteration 13Q (7399.530000 sec): 3 clusters
  Score: Raw -3334014.150285 + Penalty 5003.758539 = -3329010.391746
  nChanged 732
		SP:Iteration 14Q (7399.600000 sec): 3 clusters
  Score: Raw -3334596.442615 + Penalty 5003.758539 = -3329592.684077
  nChanged 541
		SP:Iteration 15Q (7399.680000 sec): 3 clusters
  Score: Raw -3335000.214090 + Penalty 5003.758539 = -3329996.455551
  nChanged 402
		SP:Iteration 16Q (7399.750000 sec): 3 clusters
  Score: Raw -3335284.497425 + Penalty 5003.758539 = -3330280.738887
  nChanged 289
		SP:Iteration 17Q (7399.810000 sec): 3 clusters
  Score: Raw -3335462.494908 + Penalty 5003.758539 = -3330458.736369
  nChanged 196
		SP:Iteration 18Q (7399.880000 sec): 3 clusters
  Score: Raw -3335581.875607 + Penalty 5003.758539 = -3330578.117068
  nChanged 153
		SP:Iteration 19Q (7399.940000 sec): 3 clusters
  Score: Raw -3335670.998468 + Penalty 5003.758539 = -3330667.239929
  nChanged 98
		SP:Iteration 20F (7400.030000 sec): 3 clusters
  Score: Raw -3335724.612355 + Penalty 5003.758539 = -3330720.853816
  nChanged 79
		SP:Iteration 21Q (7400.090000 sec): 3 clusters
  Score: Raw -3335769.695753 + Penalty 5003.758539 = -3330765.937214
  nChanged 71
		SP:Iteration 22Q (7400.150000 sec): 3 clusters
  Score: Raw -3335810.504490 + Penalty 5003.758539 = -3330806.745952
  nChanged 58
		SP:Iteration 23Q (7400.220000 sec): 3 clusters
  Score: Raw -3335844.897504 + Penalty 5003.758539 = -3330841.138965
  nChanged 56
		SP:Iteration 24Q (7400.280000 sec): 3 clusters
  Score: Raw -3335878.922659 + Penalty 5003.758539 = -3330875.164120
  nChanged 56
		SP:Iteration 25Q (7400.340000 sec): 3 clusters
  Score: Raw -3335910.929567 + Penalty 5003.758539 = -3330907.171029
  nChanged 41
		SP:Iteration 26Q (7400.400000 sec): 3 clusters
  Score: Raw -3335933.407055 + Penalty 5003.758539 = -3330929.648516
  nChanged 30
		SP:Iteration 27Q (7400.460000 sec): 3 clusters
  Score: Raw -3335946.492546 + Penalty 5003.758539 = -3330942.734008
  nChanged 18
		SP:Iteration 28Q (7400.520000 sec): 3 clusters
  Score: Raw -3335956.909073 + Penalty 5003.758539 = -3330953.150534
  nChanged 23
		SP:Iteration 29Q (7400.580000 sec): 3 clusters
  Score: Raw -3335969.145458 + Penalty 5003.758539 = -3330965.386919
  nChanged 20
		SP:Iteration 30Q (7400.650000 sec): 3 clusters
  Score: Raw -3335978.415527 + Penalty 5003.758539 = -3330974.656988
  nChanged 21
		SP:Iteration 31Q (7400.710000 sec): 3 clusters
  Score: Raw -3335989.197803 + Penalty 5003.758539 = -3330985.439264
  nChanged 17
		SP:Iteration 32Q (7400.770000 sec): 3 clusters
  Score: Raw -3335996.549085 + Penalty 5003.758539 = -3330992.790546
  nChanged 9
		SP:Iteration 33Q (7400.830000 sec): 3 clusters
  Score: Raw -3335999.606981 + Penalty 5003.758539 = -3330995.848442
  nChanged 7
		SP:Iteration 34Q (7400.890000 sec): 3 clusters
  Score: Raw -3336002.462712 + Penalty 5003.758539 = -3330998.704173
  nChanged 7
		SP:Iteration 35Q (7400.950000 sec): 3 clusters
  Score: Raw -3336004.859859 + Penalty 5003.758539 = -3331001.101320
  nChanged 5
		SP:Iteration 36Q (7401.010000 sec): 3 clusters
  Score: Raw -3336008.165619 + Penalty 5003.758539 = -3331004.407080
  nChanged 7
		SP:Iteration 37Q (7401.070000 sec): 3 clusters
  Score: Raw -3336010.443757 + Penalty 5003.758539 = -3331006.685218
  nChanged 0
		SP:Iteration 38F (7401.150000 sec): 3 clusters
  Score: Raw -3336010.443757 + Penalty 5003.758539 = -3331006.685218
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7401.170000 sec): 2 clusters
  Score: Raw -494000.591510 + Penalty 2019.015069 = -491981.576441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7401.180000 sec): 3 clusters
  Score: Raw -492468.189862 + Penalty 4038.030138 = -488430.159725
  nChanged 1255
		SP:Iteration 1F (7401.200000 sec): 3 clusters
  Score: Raw -493247.807078 + Penalty 4038.030138 = -489209.776940
  nChanged 264
		SP:Iteration 2F (7401.210000 sec): 3 clusters
  Score: Raw -493420.478245 + Penalty 4038.030138 = -489382.448107
  nChanged 170
		SP:Iteration 3Q (7401.220000 sec): 3 clusters
  Score: Raw -493541.063814 + Penalty 4038.030138 = -489503.033676
  nChanged 146
		SP:Iteration 4Q (7401.230000 sec): 3 clusters
  Score: Raw -493642.278927 + Penalty 4038.030138 = -489604.248790
  nChanged 122
		SP:Iteration 5Q (7401.240000 sec): 3 clusters
  Score: Raw -493737.752586 + Penalty 4038.030138 = -489699.722448
  nChanged 106
		SP:Iteration 6Q (7401.250000 sec): 3 clusters
  Score: Raw -493808.382370 + Penalty 4038.030138 = -489770.352232
  nChanged 92
		SP:Iteration 7Q (7401.260000 sec): 3 clusters
  Score: Raw -493873.708768 + Penalty 4038.030138 = -489835.678631
  nChanged 78
		SP:Iteration 8Q (7401.280000 sec): 3 clusters
  Score: Raw -493924.701971 + Penalty 4038.030138 = -489886.671834
  nChanged 67
		SP:Iteration 9Q (7401.290000 sec): 3 clusters
  Score: Raw -493967.485140 + Penalty 4038.030138 = -489929.455002
  nChanged 72
		SP:Iteration 10Q (7401.300000 sec): 3 clusters
  Score: Raw -494020.988305 + Penalty 4038.030138 = -489982.958168
  nChanged 68
		SP:Iteration 11Q (7401.310000 sec): 3 clusters
  Score: Raw -494066.579631 + Penalty 4038.030138 = -490028.549494
  nChanged 61
		SP:Iteration 12Q (7401.320000 sec): 3 clusters
  Score: Raw -494111.370241 + Penalty 4038.030138 = -490073.340104
  nChanged 64
		SP:Iteration 13Q (7401.330000 sec): 3 clusters
  Score: Raw -494158.572411 + Penalty 4038.030138 = -490120.542274
  nChanged 54
		SP:Iteration 14Q (7401.340000 sec): 3 clusters
  Score: Raw -494198.258311 + Penalty 4038.030138 = -490160.228174
  nChanged 55
		SP:Iteration 15Q (7401.360000 sec): 3 clusters
  Score: Raw -494229.520856 + Penalty 4038.030138 = -490191.490719
  nChanged 47
		SP:Iteration 16Q (7401.370000 sec): 3 clusters
  Score: Raw -494261.236516 + Penalty 4038.030138 = -490223.206378
  nChanged 43
		SP:Iteration 17Q (7401.380000 sec): 3 clusters
  Score: Raw -494287.852240 + Penalty 4038.030138 = -490249.822102
  nChanged 39
		SP:Iteration 18Q (7401.390000 sec): 3 clusters
  Score: Raw -494311.163979 + Penalty 4038.030138 = -490273.133842
  nChanged 47
		SP:Iteration 19Q (7401.400000 sec): 3 clusters
  Score: Raw -494343.357998 + Penalty 4038.030138 = -490305.327861
  nChanged 52
		SP:Iteration 20F (7401.410000 sec): 3 clusters
  Score: Raw -494392.038058 + Penalty 4038.030138 = -490354.007920
  nChanged 68
		SP:Iteration 21Q (7401.420000 sec): 3 clusters
  Score: Raw -494446.202494 + Penalty 4038.030138 = -490408.172357
  nChanged 68
		SP:Iteration 22Q (7401.430000 sec): 3 clusters
  Score: Raw -494513.026092 + Penalty 4038.030138 = -490474.995954
  nChanged 79
		SP:Iteration 23Q (7401.440000 sec): 3 clusters
  Score: Raw -494610.016721 + Penalty 4038.030138 = -490571.986584
  nChanged 94
		SP:Iteration 24Q (7401.460000 sec): 3 clusters
  Score: Raw -494743.278509 + Penalty 4038.030138 = -490705.248371
  nChanged 114
		SP:Iteration 25Q (7401.460000 sec): 3 clusters
  Score: Raw -494899.006943 + Penalty 4038.030138 = -490860.976806
  nChanged 111
		SP:Iteration 26Q (7401.480000 sec): 3 clusters
  Score: Raw -495073.885658 + Penalty 4038.030138 = -491035.855520
  nChanged 112
		SP:Iteration 27Q (7401.490000 sec): 3 clusters
  Score: Raw -495232.237819 + Penalty 4038.030138 = -491194.207682
  nChanged 98
		SP:Iteration 28Q (7401.500000 sec): 3 clusters
  Score: Raw -495350.915501 + Penalty 4038.030138 = -491312.885363
  nChanged 70
		SP:Iteration 29Q (7401.510000 sec): 3 clusters
  Score: Raw -495452.489582 + Penalty 4038.030138 = -491414.459444
  nChanged 67
		SP:Iteration 30Q (7401.520000 sec): 3 clusters
  Score: Raw -495542.062363 + Penalty 4038.030138 = -491504.032225
  nChanged 57
		SP:Iteration 31Q (7401.520000 sec): 3 clusters
  Score: Raw -495609.544000 + Penalty 4038.030138 = -491571.513862
  nChanged 45
		SP:Iteration 32Q (7401.540000 sec): 3 clusters
  Score: Raw -495658.752949 + Penalty 4038.030138 = -491620.722812
  nChanged 33
		SP:Iteration 33Q (7401.540000 sec): 3 clusters
  Score: Raw -495690.505038 + Penalty 4038.030138 = -491652.474901
  nChanged 22
		SP:Iteration 34Q (7401.560000 sec): 3 clusters
  Score: Raw -495704.063189 + Penalty 4038.030138 = -491666.033052
  nChanged 18
		SP:Iteration 35Q (7401.560000 sec): 3 clusters
  Score: Raw -495716.310829 + Penalty 4038.030138 = -491678.280691
  nChanged 9
		SP:Iteration 36Q (7401.570000 sec): 3 clusters
  Score: Raw -495720.942862 + Penalty 4038.030138 = -491682.912725
  nChanged 7
		SP:Iteration 37Q (7401.580000 sec): 3 clusters
  Score: Raw -495725.602425 + Penalty 4038.030138 = -491687.572288
  nChanged 5
		SP:Iteration 38Q (7401.590000 sec): 3 clusters
  Score: Raw -495728.104802 + Penalty 4038.030138 = -491690.074665
  nChanged 3
		SP:Iteration 39Q (7401.600000 sec): 3 clusters
  Score: Raw -495729.389511 + Penalty 4038.030138 = -491691.359373
  nChanged 3
		SP:Iteration 40F (7401.610000 sec): 3 clusters
  Score: Raw -495729.822240 + Penalty 4038.030138 = -491691.792103
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7401.620000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7401.620000 sec): 3 clusters
  Score: Raw -126908.938655 + Penalty 3350.283633 = -123558.655021
  nChanged 202
		SP:Iteration 1F (7401.620000 sec): 3 clusters
  Score: Raw -127167.017928 + Penalty 3350.283633 = -123816.734295
  nChanged 49
		SP:Iteration 2F (7401.630000 sec): 3 clusters
  Score: Raw -127267.203144 + Penalty 3350.283633 = -123916.919511
  nChanged 40
		SP:Iteration 3Q (7401.630000 sec): 3 clusters
  Score: Raw -127326.146726 + Penalty 3350.283633 = -123975.863093
  nChanged 16
		SP:Iteration 4Q (7401.630000 sec): 3 clusters
  Score: Raw -127354.230787 + Penalty 3350.283633 = -124003.947154
  nChanged 10
		SP:Iteration 5Q (7401.640000 sec): 3 clusters
  Score: Raw -127365.359568 + Penalty 3350.283633 = -124015.075935
  nChanged 6
		SP:Iteration 6Q (7401.640000 sec): 3 clusters
  Score: Raw -127375.111701 + Penalty 3350.283633 = -124024.828067
  nChanged 5
		SP:Iteration 7Q (7401.640000 sec): 3 clusters
  Score: Raw -127380.777215 + Penalty 3350.283633 = -124030.493581
  nChanged 4
		SP:Iteration 8Q (7401.640000 sec): 3 clusters
  Score: Raw -127386.461215 + Penalty 3350.283633 = -124036.177582
  nChanged 4
		SP:Iteration 9Q (7401.650000 sec): 3 clusters
  Score: Raw -127393.651352 + Penalty 3350.283633 = -124043.367719
  nChanged 5
		SP:Iteration 10Q (7401.650000 sec): 3 clusters
  Score: Raw -127404.243821 + Penalty 3350.283633 = -124053.960188
  nChanged 3
		SP:Iteration 11Q (7401.650000 sec): 3 clusters
  Score: Raw -127408.439280 + Penalty 3350.283633 = -124058.155647
  nChanged 2
		SP:Iteration 12Q (7401.660000 sec): 3 clusters
  Score: Raw -127412.697592 + Penalty 3350.283633 = -124062.413959
  nChanged 3
		SP:Iteration 13Q (7401.660000 sec): 3 clusters
  Score: Raw -127415.281578 + Penalty 3350.283633 = -124064.997944
  nChanged 1
		SP:Iteration 14Q (7401.660000 sec): 3 clusters
  Score: Raw -127415.947726 + Penalty 3350.283633 = -124065.664093
  nChanged 0
		SP:Iteration 15F (7401.660000 sec): 3 clusters
  Score: Raw -127415.947726 + Penalty 3350.283633 = -124065.664093
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7401.670000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7401.670000 sec): 3 clusters
  Score: Raw -33629.451889 + Penalty 2756.186719 = -30873.265170
  nChanged 36
		SP:Iteration 1F (7401.670000 sec): 3 clusters
  Score: Raw -33810.126662 + Penalty 2756.186719 = -31053.939943
  nChanged 12
		SP:Iteration 2Q (7401.670000 sec): 3 clusters
  Score: Raw -33927.638551 + Penalty 2756.186719 = -31171.451832
  nChanged 8
		SP:Iteration 3Q (7401.670000 sec): 3 clusters
  Score: Raw -33959.245368 + Penalty 2756.186719 = -31203.058650
  nChanged 3
		SP:Iteration 4Q (7401.670000 sec): 3 clusters
  Score: Raw -33971.210544 + Penalty 2756.186719 = -31215.023825
  nChanged 1
		SP:Iteration 5Q (7401.670000 sec): 3 clusters
  Score: Raw -33975.665985 + Penalty 2756.186719 = -31219.479267
  nChanged 1
		SP:Iteration 6Q (7401.670000 sec): 3 clusters
  Score: Raw -33980.464323 + Penalty 2756.186719 = -31224.277604
  nChanged 1
		SP:Iteration 7Q (7401.680000 sec): 3 clusters
  Score: Raw -33987.513302 + Penalty 2756.186719 = -31231.326583
  nChanged 0
		SP:Iteration 8F (7401.680000 sec): 3 clusters
  Score: Raw -33987.513302 + Penalty 2756.186719 = -31231.326583
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7401.720000 sec): 2 clusters
  Score: Raw -2055519.275499 + Penalty 2363.519412 = -2053155.756086
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7401.770000 sec): 3 clusters
  Score: Raw -2047817.930863 + Penalty 4727.038825 = -2043090.892038
  nChanged 5865
		SP:Iteration 1F (7401.820000 sec): 3 clusters
  Score: Raw -2050879.203695 + Penalty 4727.038825 = -2046152.164871
  nChanged 859
		SP:Iteration 2F (7401.860000 sec): 3 clusters
  Score: Raw -2051237.444232 + Penalty 4727.038825 = -2046510.405408
  nChanged 671
		SP:Iteration 3Q (7401.910000 sec): 3 clusters
  Score: Raw -2051473.175099 + Penalty 4727.038825 = -2046746.136275
  nChanged 496
		SP:Iteration 4Q (7401.960000 sec): 3 clusters
  Score: Raw -2051650.880055 + Penalty 4727.038825 = -2046923.841231
  nChanged 447
		SP:Iteration 5Q (7402.010000 sec): 3 clusters
  Score: Raw -2051804.691383 + Penalty 4727.038825 = -2047077.652559
  nChanged 408
		SP:Iteration 6Q (7402.050000 sec): 3 clusters
  Score: Raw -2051935.260292 + Penalty 4727.038825 = -2047208.221468
  nChanged 361
		SP:Iteration 7Q (7402.100000 sec): 3 clusters
  Score: Raw -2052053.563068 + Penalty 4727.038825 = -2047326.524243
  nChanged 353
		SP:Iteration 8Q (7402.150000 sec): 3 clusters
  Score: Raw -2052188.420837 + Penalty 4727.038825 = -2047461.382012
  nChanged 378
		SP:Iteration 9Q (7402.200000 sec): 3 clusters
  Score: Raw -2052343.107160 + Penalty 4727.038825 = -2047616.068335
  nChanged 387
		SP:Iteration 10Q (7402.240000 sec): 3 clusters
  Score: Raw -2052517.564777 + Penalty 4727.038825 = -2047790.525952
  nChanged 420
		SP:Iteration 11Q (7402.290000 sec): 3 clusters
  Score: Raw -2052726.846680 + Penalty 4727.038825 = -2047999.807855
  nChanged 487
		SP:Iteration 12Q (7402.340000 sec): 3 clusters
  Score: Raw -2052986.928158 + Penalty 4727.038825 = -2048259.889333
  nChanged 467
		SP:Iteration 13Q (7402.380000 sec): 3 clusters
  Score: Raw -2053261.760089 + Penalty 4727.038825 = -2048534.721265
  nChanged 478
		SP:Iteration 14Q (7402.430000 sec): 3 clusters
  Score: Raw -2053580.264251 + Penalty 4727.038825 = -2048853.225427
  nChanged 522
		SP:Iteration 15Q (7402.480000 sec): 3 clusters
  Score: Raw -2053929.824473 + Penalty 4727.038825 = -2049202.785649
  nChanged 478
		SP:Iteration 16Q (7402.520000 sec): 3 clusters
  Score: Raw -2054254.012003 + Penalty 4727.038825 = -2049526.973179
  nChanged 443
		SP:Iteration 17Q (7402.560000 sec): 3 clusters
  Score: Raw -2054559.037628 + Penalty 4727.038825 = -2049831.998803
  nChanged 355
		SP:Iteration 18Q (7402.610000 sec): 3 clusters
  Score: Raw -2054790.663123 + Penalty 4727.038825 = -2050063.624299
  nChanged 296
		SP:Iteration 19Q (7402.650000 sec): 3 clusters
  Score: Raw -2054981.277593 + Penalty 4727.038825 = -2050254.238768
  nChanged 228
		SP:Iteration 20F (7402.700000 sec): 3 clusters
  Score: Raw -2055118.854506 + Penalty 4727.038825 = -2050391.815682
  nChanged 173
		SP:Iteration 21Q (7402.740000 sec): 3 clusters
  Score: Raw -2055224.054618 + Penalty 4727.038825 = -2050497.015794
  nChanged 178
		SP:Iteration 22Q (7402.780000 sec): 3 clusters
  Score: Raw -2055333.895194 + Penalty 4727.038825 = -2050606.856369
  nChanged 134
		SP:Iteration 23Q (7402.820000 sec): 3 clusters
  Score: Raw -2055419.476724 + Penalty 4727.038825 = -2050692.437899
  nChanged 115
		SP:Iteration 24Q (7402.850000 sec): 3 clusters
  Score: Raw -2055486.381160 + Penalty 4727.038825 = -2050759.342336
  nChanged 99
		SP:Iteration 25Q (7402.890000 sec): 3 clusters
  Score: Raw -2055547.085896 + Penalty 4727.038825 = -2050820.047072
  nChanged 87
		SP:Iteration 26Q (7402.930000 sec): 3 clusters
  Score: Raw -2055603.900194 + Penalty 4727.038825 = -2050876.861369
  nChanged 65
		SP:Iteration 27Q (7402.960000 sec): 3 clusters
  Score: Raw -2055648.450003 + Penalty 4727.038825 = -2050921.411178
  nChanged 46
		SP:Iteration 28Q (7403.000000 sec): 3 clusters
  Score: Raw -2055675.763777 + Penalty 4727.038825 = -2050948.724952
  nChanged 34
		SP:Iteration 29Q (7403.040000 sec): 3 clusters
  Score: Raw -2055696.521360 + Penalty 4727.038825 = -2050969.482535
  nChanged 27
		SP:Iteration 30Q (7403.080000 sec): 3 clusters
  Score: Raw -2055710.403137 + Penalty 4727.038825 = -2050983.364313
  nChanged 22
		SP:Iteration 31Q (7403.110000 sec): 3 clusters
  Score: Raw -2055723.396605 + Penalty 4727.038825 = -2050996.357781
  nChanged 13
		SP:Iteration 32Q (7403.150000 sec): 3 clusters
  Score: Raw -2055731.906103 + Penalty 4727.038825 = -2051004.867278
  nChanged 20
		SP:Iteration 33Q (7403.180000 sec): 3 clusters
  Score: Raw -2055740.506922 + Penalty 4727.038825 = -2051013.468097
  nChanged 14
		SP:Iteration 34Q (7403.220000 sec): 3 clusters
  Score: Raw -2055750.721716 + Penalty 4727.038825 = -2051023.682891
  nChanged 16
		SP:Iteration 35Q (7403.250000 sec): 3 clusters
  Score: Raw -2055760.875123 + Penalty 4727.038825 = -2051033.836299
  nChanged 11
		SP:Iteration 36Q (7403.290000 sec): 3 clusters
  Score: Raw -2055767.779528 + Penalty 4727.038825 = -2051040.740704
  nChanged 9
		SP:Iteration 37Q (7403.320000 sec): 3 clusters
  Score: Raw -2055773.751081 + Penalty 4727.038825 = -2051046.712256
  nChanged 6
		SP:Iteration 38Q (7403.360000 sec): 3 clusters
  Score: Raw -2055776.592246 + Penalty 4727.038825 = -2051049.553422
  nChanged 5
		SP:Iteration 39Q (7403.400000 sec): 3 clusters
  Score: Raw -2055778.151187 + Penalty 4727.038825 = -2051051.112362
  nChanged 3
		SP:Iteration 40F (7403.440000 sec): 3 clusters
  Score: Raw -2055779.457554 + Penalty 4727.038825 = -2051052.418729
  nChanged 1
		SP:Iteration 41Q (7403.480000 sec): 3 clusters
  Score: Raw -2055780.184401 + Penalty 4727.038825 = -2051053.145576
  nChanged 1
		SP:Iteration 42Q (7403.510000 sec): 3 clusters
  Score: Raw -2055780.900659 + Penalty 4727.038825 = -2051053.861834
  nChanged 0
		SP:Iteration 43F (7403.560000 sec): 3 clusters
  Score: Raw -2055780.900659 + Penalty 4727.038825 = -2051053.861834
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7403.780000 sec): 2 clusters
  Score: Raw -10201492.613861 + Penalty 2765.898383 = -10198726.715479
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7404.020000 sec): 3 clusters
  Score: Raw -10157386.111365 + Penalty 5531.796765 = -10151854.314600
  nChanged 32620
		SP:Iteration 1F (7404.260000 sec): 3 clusters
  Score: Raw -10175500.827218 + Penalty 5531.796765 = -10169969.030453
  nChanged 2372
		SP:Iteration 2Q (7404.520000 sec): 3 clusters
  Score: Raw -10176069.651286 + Penalty 5531.796765 = -10170537.854521
  nChanged 2380
		SP:Iteration 3Q (7404.760000 sec): 3 clusters
  Score: Raw -10176663.464722 + Penalty 5531.796765 = -10171131.667957
  nChanged 2439
		SP:Iteration 4Q (7405.010000 sec): 3 clusters
  Score: Raw -10177322.006745 + Penalty 5531.796765 = -10171790.209980
  nChanged 2595
		SP:Iteration 5Q (7405.260000 sec): 3 clusters
  Score: Raw -10178092.729463 + Penalty 5531.796765 = -10172560.932698
  nChanged 2819
		SP:Iteration 6Q (7405.510000 sec): 3 clusters
  Score: Raw -10179019.101902 + Penalty 5531.796765 = -10173487.305137
  nChanged 3160
		SP:Iteration 7Q (7405.760000 sec): 3 clusters
  Score: Raw -10180235.881488 + Penalty 5531.796765 = -10174704.084723
  nChanged 3477
		SP:Iteration 8Q (7406.000000 sec): 3 clusters
  Score: Raw -10181695.212723 + Penalty 5531.796765 = -10176163.415958
  nChanged 3650
		SP:Iteration 9F (7406.250000 sec): 3 clusters
  Score: Raw -10183362.720946 + Penalty 5531.796765 = -10177830.924181
  nChanged 3660
		SP:Iteration 10F (7406.490000 sec): 3 clusters
  Score: Raw -10185133.344729 + Penalty 5531.796765 = -10179601.547964
  nChanged 3662
		SP:Iteration 11F (7406.730000 sec): 3 clusters
  Score: Raw -10187020.140733 + Penalty 5531.796765 = -10181488.343968
  nChanged 3479
		SP:Iteration 12Q (7406.980000 sec): 3 clusters
  Score: Raw -10189001.040122 + Penalty 5531.796765 = -10183469.243357
  nChanged 3535
		SP:Iteration 13F (7407.220000 sec): 3 clusters
  Score: Raw -10191305.099065 + Penalty 5531.796765 = -10185773.302300
  nChanged 3443
		SP:Iteration 14Q (7407.470000 sec): 3 clusters
  Score: Raw -10193868.740849 + Penalty 5531.796765 = -10188336.944084
  nChanged 3135
		SP:Iteration 15Q (7407.720000 sec): 3 clusters
  Score: Raw -10196451.066676 + Penalty 5531.796765 = -10190919.269911
  nChanged 2550
		SP:Iteration 16Q (7407.960000 sec): 3 clusters
  Score: Raw -10198705.276147 + Penalty 5531.796765 = -10193173.479382
  nChanged 1733
		SP:Iteration 17Q (7408.200000 sec): 3 clusters
  Score: Raw -10200287.139382 + Penalty 5531.796765 = -10194755.342617
  nChanged 894
		SP:Iteration 18Q (7408.420000 sec): 3 clusters
  Score: Raw -10201112.618852 + Penalty 5531.796765 = -10195580.822087
  nChanged 371
		SP:Iteration 19Q (7408.620000 sec): 3 clusters
  Score: Raw -10201500.372307 + Penalty 5531.796765 = -10195968.575542
  nChanged 152
		SP:Iteration 20F (7408.860000 sec): 3 clusters
  Score: Raw -10201661.444121 + Penalty 5531.796765 = -10196129.647356
  nChanged 64
		SP:Iteration 21Q (7409.040000 sec): 3 clusters
  Score: Raw -10201728.441493 + Penalty 5531.796765 = -10196196.644728
  nChanged 29
		SP:Iteration 22Q (7409.210000 sec): 3 clusters
  Score: Raw -10201763.551615 + Penalty 5531.796765 = -10196231.754850
  nChanged 17
		SP:Iteration 23Q (7409.380000 sec): 3 clusters
  Score: Raw -10201787.207070 + Penalty 5531.796765 = -10196255.410305
  nChanged 12
		SP:Iteration 24Q (7409.550000 sec): 3 clusters
  Score: Raw -10201807.773223 + Penalty 5531.796765 = -10196275.976458
  nChanged 13
		SP:Iteration 25Q (7409.720000 sec): 3 clusters
  Score: Raw -10201825.092850 + Penalty 5531.796765 = -10196293.296085
  nChanged 17
		SP:Iteration 26Q (7409.890000 sec): 3 clusters
  Score: Raw -10201842.108965 + Penalty 5531.796765 = -10196310.312200
  nChanged 10
		SP:Iteration 27Q (7410.060000 sec): 3 clusters
  Score: Raw -10201853.347467 + Penalty 5531.796765 = -10196321.550702
  nChanged 5
		SP:Iteration 28Q (7410.240000 sec): 3 clusters
  Score: Raw -10201861.735399 + Penalty 5531.796765 = -10196329.938634
  nChanged 7
		SP:Iteration 29Q (7410.400000 sec): 3 clusters
  Score: Raw -10201873.120571 + Penalty 5531.796765 = -10196341.323806
  nChanged 4
		SP:Iteration 30Q (7410.570000 sec): 3 clusters
  Score: Raw -10201878.454774 + Penalty 5531.796765 = -10196346.658009
  nChanged 5
		SP:Iteration 31Q (7410.740000 sec): 3 clusters
  Score: Raw -10201882.895076 + Penalty 5531.796765 = -10196351.098311
  nChanged 2
		SP:Iteration 32Q (7410.910000 sec): 3 clusters
  Score: Raw -10201884.916953 + Penalty 5531.796765 = -10196353.120188
  nChanged 4
		SP:Iteration 33Q (7411.080000 sec): 3 clusters
  Score: Raw -10201890.568714 + Penalty 5531.796765 = -10196358.771949
  nChanged 1
		SP:Iteration 34Q (7411.250000 sec): 3 clusters
  Score: Raw -10201891.634990 + Penalty 5531.796765 = -10196359.838225
  nChanged 1
		SP:Iteration 35Q (7411.420000 sec): 3 clusters
  Score: Raw -10201892.380393 + Penalty 5531.796765 = -10196360.583628
  nChanged 0
		SP:Iteration 36F (7411.660000 sec): 3 clusters
  Score: Raw -10201892.380393 + Penalty 5531.796765 = -10196360.583628
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7411.690000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7411.700000 sec): 3 clusters
  Score: Raw -385295.526933 + Penalty 3923.652944 = -381371.873989
  nChanged 893
		SP:Iteration 1F (7411.710000 sec): 3 clusters
  Score: Raw -385867.582007 + Penalty 3923.652944 = -381943.929064
  nChanged 174
		SP:Iteration 2F (7411.720000 sec): 3 clusters
  Score: Raw -385998.667248 + Penalty 3923.652944 = -382075.014304
  nChanged 114
		SP:Iteration 3Q (7411.730000 sec): 3 clusters
  Score: Raw -386082.281085 + Penalty 3923.652944 = -382158.628141
  nChanged 92
		SP:Iteration 4Q (7411.740000 sec): 3 clusters
  Score: Raw -386142.389297 + Penalty 3923.652944 = -382218.736353
  nChanged 60
		SP:Iteration 5Q (7411.740000 sec): 3 clusters
  Score: Raw -386174.866821 + Penalty 3923.652944 = -382251.213877
  nChanged 37
		SP:Iteration 6Q (7411.760000 sec): 3 clusters
  Score: Raw -386201.210833 + Penalty 3923.652944 = -382277.557890
  nChanged 37
		SP:Iteration 7Q (7411.760000 sec): 3 clusters
  Score: Raw -386220.623673 + Penalty 3923.652944 = -382296.970729
  nChanged 31
		SP:Iteration 8Q (7411.770000 sec): 3 clusters
  Score: Raw -386234.100846 + Penalty 3923.652944 = -382310.447902
  nChanged 19
		SP:Iteration 9Q (7411.780000 sec): 3 clusters
  Score: Raw -386243.288833 + Penalty 3923.652944 = -382319.635889
  nChanged 11
		SP:Iteration 10Q (7411.790000 sec): 3 clusters
  Score: Raw -386248.596244 + Penalty 3923.652944 = -382324.943301
  nChanged 10
		SP:Iteration 11Q (7411.800000 sec): 3 clusters
  Score: Raw -386252.000458 + Penalty 3923.652944 = -382328.347514
  nChanged 4
		SP:Iteration 12Q (7411.810000 sec): 3 clusters
  Score: Raw -386254.189225 + Penalty 3923.652944 = -382330.536281
  nChanged 6
		SP:Iteration 13Q (7411.820000 sec): 3 clusters
  Score: Raw -386256.689719 + Penalty 3923.652944 = -382333.036775
  nChanged 4
		SP:Iteration 14Q (7411.830000 sec): 3 clusters
  Score: Raw -386258.446100 + Penalty 3923.652944 = -382334.793157
  nChanged 2
		SP:Iteration 15Q (7411.840000 sec): 3 clusters
  Score: Raw -386260.494710 + Penalty 3923.652944 = -382336.841766
  nChanged 4
		SP:Iteration 16Q (7411.840000 sec): 3 clusters
  Score: Raw -386262.781354 + Penalty 3923.652944 = -382339.128410
  nChanged 5
		SP:Iteration 17Q (7411.860000 sec): 3 clusters
  Score: Raw -386265.317853 + Penalty 3923.652944 = -382341.664909
  nChanged 9
		SP:Iteration 18Q (7411.860000 sec): 3 clusters
  Score: Raw -386269.611351 + Penalty 3923.652944 = -382345.958407
  nChanged 6
		SP:Iteration 19Q (7411.870000 sec): 3 clusters
  Score: Raw -386273.651130 + Penalty 3923.652944 = -382349.998186
  nChanged 6
		SP:Iteration 20F (7411.880000 sec): 3 clusters
  Score: Raw -386276.345677 + Penalty 3923.652944 = -382352.692733
  nChanged 6
		SP:Iteration 21Q (7411.890000 sec): 3 clusters
  Score: Raw -386278.285255 + Penalty 3923.652944 = -382354.632312
  nChanged 6
		SP:Iteration 22Q (7411.900000 sec): 3 clusters
  Score: Raw -386280.903168 + Penalty 3923.652944 = -382357.250224
  nChanged 4
		SP:Iteration 23Q (7411.910000 sec): 3 clusters
  Score: Raw -386282.771490 + Penalty 3923.652944 = -382359.118546
  nChanged 7
		SP:Iteration 24Q (7411.920000 sec): 3 clusters
  Score: Raw -386285.010634 + Penalty 3923.652944 = -382361.357690
  nChanged 1
		SP:Iteration 25Q (7411.930000 sec): 3 clusters
  Score: Raw -386285.354009 + Penalty 3923.652944 = -382361.701066
  nChanged 0
		SP:Iteration 26F (7411.940000 sec): 3 clusters
  Score: Raw -386285.354009 + Penalty 3923.652944 = -382361.701066
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7411.940000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7411.950000 sec): 3 clusters
  Score: Raw -168850.278882 + Penalty 3494.272938 = -165356.005944
  nChanged 302
		SP:Iteration 1F (7411.950000 sec): 3 clusters
  Score: Raw -169143.616171 + Penalty 3494.272938 = -165649.343233
  nChanged 70
		SP:Iteration 2F (7411.960000 sec): 3 clusters
  Score: Raw -169210.632266 + Penalty 3494.272938 = -165716.359327
  nChanged 32
		SP:Iteration 3Q (7411.960000 sec): 3 clusters
  Score: Raw -169241.158232 + Penalty 3494.272938 = -165746.885294
  nChanged 10
		SP:Iteration 4Q (7411.960000 sec): 3 clusters
  Score: Raw -169251.674219 + Penalty 3494.272938 = -165757.401281
  nChanged 12
		SP:Iteration 5Q (7411.970000 sec): 3 clusters
  Score: Raw -169262.434487 + Penalty 3494.272938 = -165768.161549
  nChanged 5
		SP:Iteration 6Q (7411.970000 sec): 3 clusters
  Score: Raw -169266.968930 + Penalty 3494.272938 = -165772.695992
  nChanged 2
		SP:Iteration 7Q (7411.980000 sec): 3 clusters
  Score: Raw -169268.235345 + Penalty 3494.272938 = -165773.962407
  nChanged 1
		SP:Iteration 8Q (7411.980000 sec): 3 clusters
  Score: Raw -169269.364802 + Penalty 3494.272938 = -165775.091864
  nChanged 1
		SP:Iteration 9Q (7411.980000 sec): 3 clusters
  Score: Raw -169270.472169 + Penalty 3494.272938 = -165776.199231
  nChanged 0
		SP:Iteration 10F (7411.990000 sec): 3 clusters
  Score: Raw -169270.472169 + Penalty 3494.272938 = -165776.199231
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7412.000000 sec): 2 clusters
  Score: Raw -257203.131277 + Penalty 1864.614590 = -255338.516687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7412.000000 sec): 3 clusters
  Score: Raw -256703.172306 + Penalty 3729.229180 = -252973.943126
  nChanged 583
		SP:Iteration 1F (7412.010000 sec): 3 clusters
  Score: Raw -257331.157492 + Penalty 3729.229180 = -253601.928313
  nChanged 171
		SP:Iteration 2F (7412.010000 sec): 3 clusters
  Score: Raw -257531.985930 + Penalty 3729.229180 = -253802.756751
  nChanged 104
		SP:Iteration 3F (7412.020000 sec): 3 clusters
  Score: Raw -257656.937809 + Penalty 3729.229180 = -253927.708629
  nChanged 78
		SP:Iteration 4Q (7412.020000 sec): 3 clusters
  Score: Raw -257725.672856 + Penalty 3729.229180 = -253996.443676
  nChanged 45
		SP:Iteration 5Q (7412.030000 sec): 3 clusters
  Score: Raw -257787.972190 + Penalty 3729.229180 = -254058.743010
  nChanged 46
		SP:Iteration 6Q (7412.040000 sec): 3 clusters
  Score: Raw -257888.985157 + Penalty 3729.229180 = -254159.755977
  nChanged 42
		SP:Iteration 7Q (7412.040000 sec): 3 clusters
  Score: Raw -257985.824192 + Penalty 3729.229180 = -254256.595013
  nChanged 32
		SP:Iteration 8Q (7412.050000 sec): 3 clusters
  Score: Raw -258038.692762 + Penalty 3729.229180 = -254309.463582
  nChanged 19
		SP:Iteration 9Q (7412.060000 sec): 3 clusters
  Score: Raw -258068.315079 + Penalty 3729.229180 = -254339.085899
  nChanged 19
		SP:Iteration 10Q (7412.060000 sec): 3 clusters
  Score: Raw -258085.301981 + Penalty 3729.229180 = -254356.072802
  nChanged 12
		SP:Iteration 11Q (7412.070000 sec): 3 clusters
  Score: Raw -258095.545277 + Penalty 3729.229180 = -254366.316097
  nChanged 10
		SP:Iteration 12Q (7412.070000 sec): 3 clusters
  Score: Raw -258103.508105 + Penalty 3729.229180 = -254374.278926
  nChanged 6
		SP:Iteration 13Q (7412.080000 sec): 3 clusters
  Score: Raw -258110.721011 + Penalty 3729.229180 = -254381.491831
  nChanged 9
		SP:Iteration 14Q (7412.080000 sec): 3 clusters
  Score: Raw -258115.189453 + Penalty 3729.229180 = -254385.960274
  nChanged 3
		SP:Iteration 15Q (7412.090000 sec): 3 clusters
  Score: Raw -258116.564053 + Penalty 3729.229180 = -254387.334874
  nChanged 2
		SP:Iteration 16Q (7412.100000 sec): 3 clusters
  Score: Raw -258117.567142 + Penalty 3729.229180 = -254388.337963
  nChanged 2
		SP:Iteration 17Q (7412.100000 sec): 3 clusters
  Score: Raw -258118.710646 + Penalty 3729.229180 = -254389.481466
  nChanged 3
		SP:Iteration 18Q (7412.110000 sec): 3 clusters
  Score: Raw -258120.535995 + Penalty 3729.229180 = -254391.306815
  nChanged 0
		SP:Iteration 19F (7412.120000 sec): 3 clusters
  Score: Raw -258120.535995 + Penalty 3729.229180 = -254391.306815
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7412.150000 sec): 2 clusters
  Score: Raw -1667290.254940 + Penalty 2305.786630 = -1664984.468310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7412.190000 sec): 3 clusters
  Score: Raw -1661406.633680 + Penalty 4611.573260 = -1656795.060420
  nChanged 4545
		SP:Iteration 1F (7412.220000 sec): 3 clusters
  Score: Raw -1663735.207286 + Penalty 4611.573260 = -1659123.634026
  nChanged 630
		SP:Iteration 2F (7412.260000 sec): 3 clusters
  Score: Raw -1663994.073554 + Penalty 4611.573260 = -1659382.500294
  nChanged 471
		SP:Iteration 3Q (7412.300000 sec): 3 clusters
  Score: Raw -1664162.381825 + Penalty 4611.573260 = -1659550.808566
  nChanged 391
		SP:Iteration 4Q (7412.340000 sec): 3 clusters
  Score: Raw -1664310.854540 + Penalty 4611.573260 = -1659699.281280
  nChanged 350
		SP:Iteration 5Q (7412.370000 sec): 3 clusters
  Score: Raw -1664432.573935 + Penalty 4611.573260 = -1659821.000675
  nChanged 324
		SP:Iteration 6Q (7412.410000 sec): 3 clusters
  Score: Raw -1664564.282972 + Penalty 4611.573260 = -1659952.709712
  nChanged 348
		SP:Iteration 7Q (7412.450000 sec): 3 clusters
  Score: Raw -1664696.886319 + Penalty 4611.573260 = -1660085.313059
  nChanged 329
		SP:Iteration 8Q (7412.480000 sec): 3 clusters
  Score: Raw -1664827.393106 + Penalty 4611.573260 = -1660215.819846
  nChanged 341
		SP:Iteration 9Q (7412.520000 sec): 3 clusters
  Score: Raw -1664975.524840 + Penalty 4611.573260 = -1660363.951580
  nChanged 406
		SP:Iteration 10Q (7412.560000 sec): 3 clusters
  Score: Raw -1665171.056070 + Penalty 4611.573260 = -1660559.482811
  nChanged 396
		SP:Iteration 11Q (7412.600000 sec): 3 clusters
  Score: Raw -1665363.873011 + Penalty 4611.573260 = -1660752.299751
  nChanged 397
		SP:Iteration 12Q (7412.630000 sec): 3 clusters
  Score: Raw -1665583.705070 + Penalty 4611.573260 = -1660972.131810
  nChanged 428
		SP:Iteration 13Q (7412.670000 sec): 3 clusters
  Score: Raw -1665823.241997 + Penalty 4611.573260 = -1661211.668737
  nChanged 395
		SP:Iteration 14Q (7412.710000 sec): 3 clusters
  Score: Raw -1666050.561688 + Penalty 4611.573260 = -1661438.988428
  nChanged 374
		SP:Iteration 15Q (7412.740000 sec): 3 clusters
  Score: Raw -1666298.412618 + Penalty 4611.573260 = -1661686.839358
  nChanged 387
		SP:Iteration 16Q (7412.780000 sec): 3 clusters
  Score: Raw -1666560.401943 + Penalty 4611.573260 = -1661948.828683
  nChanged 332
		SP:Iteration 17Q (7412.820000 sec): 3 clusters
  Score: Raw -1666800.946768 + Penalty 4611.573260 = -1662189.373508
  nChanged 306
		SP:Iteration 18Q (7412.850000 sec): 3 clusters
  Score: Raw -1667024.313648 + Penalty 4611.573260 = -1662412.740388
  nChanged 244
		SP:Iteration 19Q (7412.890000 sec): 3 clusters
  Score: Raw -1667199.969459 + Penalty 4611.573260 = -1662588.396199
  nChanged 160
		SP:Iteration 20F (7412.920000 sec): 3 clusters
  Score: Raw -1667305.652883 + Penalty 4611.573260 = -1662694.079623
  nChanged 125
		SP:Iteration 21Q (7412.960000 sec): 3 clusters
  Score: Raw -1667395.370455 + Penalty 4611.573260 = -1662783.797195
  nChanged 99
		SP:Iteration 22Q (7413.000000 sec): 3 clusters
  Score: Raw -1667472.847917 + Penalty 4611.573260 = -1662861.274657
  nChanged 78
		SP:Iteration 23Q (7413.030000 sec): 3 clusters
  Score: Raw -1667535.278390 + Penalty 4611.573260 = -1662923.705130
  nChanged 55
		SP:Iteration 24Q (7413.060000 sec): 3 clusters
  Score: Raw -1667568.554998 + Penalty 4611.573260 = -1662956.981738
  nChanged 35
		SP:Iteration 25Q (7413.090000 sec): 3 clusters
  Score: Raw -1667595.762652 + Penalty 4611.573260 = -1662984.189392
  nChanged 25
		SP:Iteration 26Q (7413.120000 sec): 3 clusters
  Score: Raw -1667609.296506 + Penalty 4611.573260 = -1662997.723246
  nChanged 10
		SP:Iteration 27Q (7413.160000 sec): 3 clusters
  Score: Raw -1667616.247858 + Penalty 4611.573260 = -1663004.674598
  nChanged 17
		SP:Iteration 28Q (7413.180000 sec): 3 clusters
  Score: Raw -1667627.167795 + Penalty 4611.573260 = -1663015.594535
  nChanged 11
		SP:Iteration 29Q (7413.220000 sec): 3 clusters
  Score: Raw -1667634.380489 + Penalty 4611.573260 = -1663022.807229
  nChanged 8
		SP:Iteration 30Q (7413.250000 sec): 3 clusters
  Score: Raw -1667640.394636 + Penalty 4611.573260 = -1663028.821376
  nChanged 10
		SP:Iteration 31Q (7413.280000 sec): 3 clusters
  Score: Raw -1667648.544771 + Penalty 4611.573260 = -1663036.971511
  nChanged 8
		SP:Iteration 32Q (7413.310000 sec): 3 clusters
  Score: Raw -1667653.840489 + Penalty 4611.573260 = -1663042.267229
  nChanged 8
		SP:Iteration 33Q (7413.340000 sec): 3 clusters
  Score: Raw -1667658.730300 + Penalty 4611.573260 = -1663047.157040
  nChanged 3
		SP:Iteration 34Q (7413.370000 sec): 3 clusters
  Score: Raw -1667660.742212 + Penalty 4611.573260 = -1663049.168953
  nChanged 1
		SP:Iteration 35Q (7413.400000 sec): 3 clusters
  Score: Raw -1667661.515371 + Penalty 4611.573260 = -1663049.942111
  nChanged 2
		SP:Iteration 36Q (7413.430000 sec): 3 clusters
  Score: Raw -1667663.468130 + Penalty 4611.573260 = -1663051.894870
  nChanged 4
		SP:Iteration 37Q (7413.460000 sec): 3 clusters
  Score: Raw -1667666.840442 + Penalty 4611.573260 = -1663055.267182
  nChanged 3
		SP:Iteration 38Q (7413.490000 sec): 3 clusters
  Score: Raw -1667670.294944 + Penalty 4611.573260 = -1663058.721684
  nChanged 5
		SP:Iteration 39Q (7413.520000 sec): 3 clusters
  Score: Raw -1667674.407662 + Penalty 4611.573260 = -1663062.834402
  nChanged 2
		SP:Iteration 40F (7413.560000 sec): 3 clusters
  Score: Raw -1667674.993855 + Penalty 4611.573260 = -1663063.420596
  nChanged 1
		SP:Iteration 41Q (7413.580000 sec): 3 clusters
  Score: Raw -1667675.697625 + Penalty 4611.573260 = -1663064.124365
  nChanged 2
		SP:Iteration 42Q (7413.620000 sec): 3 clusters
  Score: Raw -1667676.896717 + Penalty 4611.573260 = -1663065.323457
  nChanged 3
		SP:Iteration 43Q (7413.640000 sec): 3 clusters
  Score: Raw -1667678.258801 + Penalty 4611.573260 = -1663066.685541
  nChanged 1
		SP:Iteration 44Q (7413.680000 sec): 3 clusters
  Score: Raw -1667678.459407 + Penalty 4611.573260 = -1663066.886147
  nChanged 0
		SP:Iteration 45F (7413.710000 sec): 3 clusters
  Score: Raw -1667678.459407 + Penalty 4611.573260 = -1663066.886147
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7413.760000 sec): 2 clusters
  Score: Raw -1983829.703091 + Penalty 2369.392247 = -1981460.310844
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7413.810000 sec): 3 clusters
  Score: Raw -1975905.773820 + Penalty 4738.784494 = -1971166.989326
  nChanged 6034
		SP:Iteration 1F (7413.860000 sec): 3 clusters
  Score: Raw -1978985.633075 + Penalty 4738.784494 = -1974246.848581
  nChanged 835
		SP:Iteration 2F (7413.900000 sec): 3 clusters
  Score: Raw -1979337.208720 + Penalty 4738.784494 = -1974598.424226
  nChanged 726
		SP:Iteration 3F (7413.950000 sec): 3 clusters
  Score: Raw -1979630.127681 + Penalty 4738.784494 = -1974891.343187
  nChanged 603
		SP:Iteration 4Q (7414.000000 sec): 3 clusters
  Score: Raw -1979871.857141 + Penalty 4738.784494 = -1975133.072648
  nChanged 563
		SP:Iteration 5Q (7414.050000 sec): 3 clusters
  Score: Raw -1980112.620914 + Penalty 4738.784494 = -1975373.836420
  nChanged 532
		SP:Iteration 6Q (7414.090000 sec): 3 clusters
  Score: Raw -1980359.892382 + Penalty 4738.784494 = -1975621.107888
  nChanged 526
		SP:Iteration 7Q (7414.140000 sec): 3 clusters
  Score: Raw -1980642.573554 + Penalty 4738.784494 = -1975903.789061
  nChanged 568
		SP:Iteration 8Q (7414.190000 sec): 3 clusters
  Score: Raw -1980979.132793 + Penalty 4738.784494 = -1976240.348299
  nChanged 624
		SP:Iteration 9Q (7414.240000 sec): 3 clusters
  Score: Raw -1981388.393436 + Penalty 4738.784494 = -1976649.608942
  nChanged 704
		SP:Iteration 10Q (7414.280000 sec): 3 clusters
  Score: Raw -1981920.575633 + Penalty 4738.784494 = -1977181.791139
  nChanged 725
		SP:Iteration 11F (7414.330000 sec): 3 clusters
  Score: Raw -1982499.794379 + Penalty 4738.784494 = -1977761.009885
  nChanged 622
		SP:Iteration 12Q (7414.380000 sec): 3 clusters
  Score: Raw -1983022.735586 + Penalty 4738.784494 = -1978283.951092
  nChanged 474
		SP:Iteration 13Q (7414.420000 sec): 3 clusters
  Score: Raw -1983422.385867 + Penalty 4738.784494 = -1978683.601374
  nChanged 333
		SP:Iteration 14Q (7414.460000 sec): 3 clusters
  Score: Raw -1983728.482439 + Penalty 4738.784494 = -1978989.697945
  nChanged 217
		SP:Iteration 15Q (7414.500000 sec): 3 clusters
  Score: Raw -1983927.741065 + Penalty 4738.784494 = -1979188.956571
  nChanged 125
		SP:Iteration 16Q (7414.540000 sec): 3 clusters
  Score: Raw -1984030.850149 + Penalty 4738.784494 = -1979292.065655
  nChanged 105
		SP:Iteration 17Q (7414.580000 sec): 3 clusters
  Score: Raw -1984115.777748 + Penalty 4738.784494 = -1979376.993254
  nChanged 70
		SP:Iteration 18Q (7414.620000 sec): 3 clusters
  Score: Raw -1984172.386231 + Penalty 4738.784494 = -1979433.601737
  nChanged 50
		SP:Iteration 19Q (7414.660000 sec): 3 clusters
  Score: Raw -1984215.800409 + Penalty 4738.784494 = -1979477.015915
  nChanged 31
		SP:Iteration 20F (7414.700000 sec): 3 clusters
  Score: Raw -1984246.424853 + Penalty 4738.784494 = -1979507.640359
  nChanged 26
		SP:Iteration 21Q (7414.740000 sec): 3 clusters
  Score: Raw -1984267.318820 + Penalty 4738.784494 = -1979528.534326
  nChanged 14
		SP:Iteration 22Q (7414.780000 sec): 3 clusters
  Score: Raw -1984277.623227 + Penalty 4738.784494 = -1979538.838733
  nChanged 10
		SP:Iteration 23Q (7414.810000 sec): 3 clusters
  Score: Raw -1984283.917849 + Penalty 4738.784494 = -1979545.133355
  nChanged 5
		SP:Iteration 24Q (7414.840000 sec): 3 clusters
  Score: Raw -1984289.462842 + Penalty 4738.784494 = -1979550.678348
  nChanged 4
		SP:Iteration 25Q (7414.880000 sec): 3 clusters
  Score: Raw -1984292.084188 + Penalty 4738.784494 = -1979553.299694
  nChanged 4
		SP:Iteration 26Q (7414.920000 sec): 3 clusters
  Score: Raw -1984295.385482 + Penalty 4738.784494 = -1979556.600988
  nChanged 2
		SP:Iteration 27Q (7414.950000 sec): 3 clusters
  Score: Raw -1984297.299786 + Penalty 4738.784494 = -1979558.515292
  nChanged 2
		SP:Iteration 28Q (7414.990000 sec): 3 clusters
  Score: Raw -1984298.122592 + Penalty 4738.784494 = -1979559.338098
  nChanged 1
		SP:Iteration 29Q (7415.020000 sec): 3 clusters
  Score: Raw -1984298.627369 + Penalty 4738.784494 = -1979559.842875
  nChanged 0
		SP:Iteration 30F (7415.070000 sec): 3 clusters
  Score: Raw -1984298.627369 + Penalty 4738.784494 = -1979559.842875
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7415.090000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7415.090000 sec): 3 clusters
  Score: Raw -73199.869804 + Penalty 3074.445443 = -70125.424360
  nChanged 93
		SP:Iteration 1F (7415.090000 sec): 3 clusters
  Score: Raw -73378.030615 + Penalty 3074.445443 = -70303.585172
  nChanged 22
		SP:Iteration 2Q (7415.090000 sec): 3 clusters
  Score: Raw -73426.351005 + Penalty 3074.445443 = -70351.905561
  nChanged 10
		SP:Iteration 3Q (7415.090000 sec): 3 clusters
  Score: Raw -73447.738137 + Penalty 3074.445443 = -70373.292694
  nChanged 1
		SP:Iteration 4Q (7415.090000 sec): 3 clusters
  Score: Raw -73448.676940 + Penalty 3074.445443 = -70374.231497
  nChanged 0
		SP:Iteration 5F (7415.090000 sec): 3 clusters
  Score: Raw -73448.676940 + Penalty 3074.445443 = -70374.231497
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7415.100000 sec): 2 clusters
  Score: Raw -311076.517204 + Penalty 1906.623297 = -309169.893907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7415.110000 sec): 3 clusters
  Score: Raw -310225.452283 + Penalty 3813.246595 = -306412.205688
  nChanged 722
		SP:Iteration 1F (7415.120000 sec): 3 clusters
  Score: Raw -310755.886657 + Penalty 3813.246595 = -306942.640062
  nChanged 152
		SP:Iteration 2F (7415.130000 sec): 3 clusters
  Score: Raw -310879.423945 + Penalty 3813.246595 = -307066.177351
  nChanged 87
		SP:Iteration 3Q (7415.130000 sec): 3 clusters
  Score: Raw -310941.523535 + Penalty 3813.246595 = -307128.276940
  nChanged 62
		SP:Iteration 4Q (7415.140000 sec): 3 clusters
  Score: Raw -310986.903661 + Penalty 3813.246595 = -307173.657066
  nChanged 44
		SP:Iteration 5Q (7415.150000 sec): 3 clusters
  Score: Raw -311020.896324 + Penalty 3813.246595 = -307207.649729
  nChanged 39
		SP:Iteration 6Q (7415.160000 sec): 3 clusters
  Score: Raw -311053.485652 + Penalty 3813.246595 = -307240.239057
  nChanged 37
		SP:Iteration 7Q (7415.160000 sec): 3 clusters
  Score: Raw -311079.799324 + Penalty 3813.246595 = -307266.552729
  nChanged 26
		SP:Iteration 8Q (7415.170000 sec): 3 clusters
  Score: Raw -311097.237138 + Penalty 3813.246595 = -307283.990544
  nChanged 25
		SP:Iteration 9Q (7415.180000 sec): 3 clusters
  Score: Raw -311113.068151 + Penalty 3813.246595 = -307299.821556
  nChanged 16
		SP:Iteration 10Q (7415.190000 sec): 3 clusters
  Score: Raw -311121.989862 + Penalty 3813.246595 = -307308.743268
  nChanged 8
		SP:Iteration 11Q (7415.190000 sec): 3 clusters
  Score: Raw -311126.638560 + Penalty 3813.246595 = -307313.391966
  nChanged 5
		SP:Iteration 12Q (7415.200000 sec): 3 clusters
  Score: Raw -311129.146097 + Penalty 3813.246595 = -307315.899503
  nChanged 4
		SP:Iteration 13Q (7415.210000 sec): 3 clusters
  Score: Raw -311131.399016 + Penalty 3813.246595 = -307318.152421
  nChanged 6
		SP:Iteration 14Q (7415.210000 sec): 3 clusters
  Score: Raw -311134.595614 + Penalty 3813.246595 = -307321.349019
  nChanged 2
		SP:Iteration 15Q (7415.220000 sec): 3 clusters
  Score: Raw -311136.669088 + Penalty 3813.246595 = -307323.422494
  nChanged 4
		SP:Iteration 16Q (7415.230000 sec): 3 clusters
  Score: Raw -311138.207065 + Penalty 3813.246595 = -307324.960470
  nChanged 1
		SP:Iteration 17Q (7415.240000 sec): 3 clusters
  Score: Raw -311138.595974 + Penalty 3813.246595 = -307325.349379
  nChanged 2
		SP:Iteration 18Q (7415.250000 sec): 3 clusters
  Score: Raw -311139.824211 + Penalty 3813.246595 = -307326.577616
  nChanged 3
		SP:Iteration 19Q (7415.250000 sec): 3 clusters
  Score: Raw -311141.279502 + Penalty 3813.246595 = -307328.032908
  nChanged 0
		SP:Iteration 20F (7415.260000 sec): 3 clusters
  Score: Raw -311141.279502 + Penalty 3813.246595 = -307328.032908
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7415.360000 sec): 2 clusters
  Score: Raw -4602218.828069 + Penalty 2568.798938 = -4599650.029131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7415.470000 sec): 3 clusters
  Score: Raw -4583222.705837 + Penalty 5137.597876 = -4578085.107961
  nChanged 14252
		SP:Iteration 1F (7415.590000 sec): 3 clusters
  Score: Raw -4591161.919831 + Penalty 5137.597876 = -4586024.321954
  nChanged 1686
		SP:Iteration 2F (7415.700000 sec): 3 clusters
  Score: Raw -4591947.313389 + Penalty 5137.597876 = -4586809.715513
  nChanged 1787
		SP:Iteration 3F (7415.810000 sec): 3 clusters
  Score: Raw -4592920.839725 + Penalty 5137.597876 = -4587783.241849
  nChanged 1911
		SP:Iteration 4F (7415.920000 sec): 3 clusters
  Score: Raw -4594024.840522 + Penalty 5137.597876 = -4588887.242646
  nChanged 1934
		SP:Iteration 5F (7416.030000 sec): 3 clusters
  Score: Raw -4595269.113133 + Penalty 5137.597876 = -4590131.515257
  nChanged 1971
		SP:Iteration 6F (7416.140000 sec): 3 clusters
  Score: Raw -4596506.530685 + Penalty 5137.597876 = -4591368.932808
  nChanged 1810
		SP:Iteration 7F (7416.250000 sec): 3 clusters
  Score: Raw -4597531.498125 + Penalty 5137.597876 = -4592393.900249
  nChanged 1474
		SP:Iteration 8Q (7416.360000 sec): 3 clusters
  Score: Raw -4598222.900194 + Penalty 5137.597876 = -4593085.302317
  nChanged 1109
		SP:Iteration 9Q (7416.470000 sec): 3 clusters
  Score: Raw -4598593.322852 + Penalty 5137.597876 = -4593455.724975
  nChanged 743
		SP:Iteration 10Q (7416.590000 sec): 3 clusters
  Score: Raw -4598776.580499 + Penalty 5137.597876 = -4593638.982622
  nChanged 500
		SP:Iteration 11Q (7416.700000 sec): 3 clusters
  Score: Raw -4598866.564100 + Penalty 5137.597876 = -4593728.966223
  nChanged 323
		SP:Iteration 12Q (7416.810000 sec): 3 clusters
  Score: Raw -4598912.258886 + Penalty 5137.597876 = -4593774.661009
  nChanged 225
		SP:Iteration 13Q (7416.920000 sec): 3 clusters
  Score: Raw -4598941.786310 + Penalty 5137.597876 = -4593804.188433
  nChanged 188
		SP:Iteration 14Q (7417.030000 sec): 3 clusters
  Score: Raw -4598965.008064 + Penalty 5137.597876 = -4593827.410187
  nChanged 160
		SP:Iteration 15Q (7417.140000 sec): 3 clusters
  Score: Raw -4598982.717668 + Penalty 5137.597876 = -4593845.119791
  nChanged 122
		SP:Iteration 16Q (7417.250000 sec): 3 clusters
  Score: Raw -4598998.019337 + Penalty 5137.597876 = -4593860.421460
  nChanged 130
		SP:Iteration 17Q (7417.360000 sec): 3 clusters
  Score: Raw -4599013.694202 + Penalty 5137.597876 = -4593876.096325
  nChanged 100
		SP:Iteration 18Q (7417.470000 sec): 3 clusters
  Score: Raw -4599023.737787 + Penalty 5137.597876 = -4593886.139910
  nChanged 97
		SP:Iteration 19Q (7417.590000 sec): 3 clusters
  Score: Raw -4599033.503789 + Penalty 5137.597876 = -4593895.905912
  nChanged 82
		SP:Iteration 20F (7417.690000 sec): 3 clusters
  Score: Raw -4599040.961414 + Penalty 5137.597876 = -4593903.363537
  nChanged 81
		SP:Iteration 21Q (7417.810000 sec): 3 clusters
  Score: Raw -4599048.638104 + Penalty 5137.597876 = -4593911.040228
  nChanged 76
		SP:Iteration 22Q (7417.920000 sec): 3 clusters
  Score: Raw -4599055.718916 + Penalty 5137.597876 = -4593918.121040
  nChanged 70
		SP:Iteration 23Q (7418.030000 sec): 3 clusters
  Score: Raw -4599061.791775 + Penalty 5137.597876 = -4593924.193899
  nChanged 76
		SP:Iteration 24Q (7418.140000 sec): 3 clusters
  Score: Raw -4599068.069437 + Penalty 5137.597876 = -4593930.471561
  nChanged 61
		SP:Iteration 25Q (7418.250000 sec): 3 clusters
  Score: Raw -4599073.416153 + Penalty 5137.597876 = -4593935.818277
  nChanged 63
		SP:Iteration 26Q (7418.350000 sec): 3 clusters
  Score: Raw -4599078.731880 + Penalty 5137.597876 = -4593941.134003
  nChanged 59
		SP:Iteration 27Q (7418.460000 sec): 3 clusters
  Score: Raw -4599084.839144 + Penalty 5137.597876 = -4593947.241268
  nChanged 57
		SP:Iteration 28Q (7418.570000 sec): 3 clusters
  Score: Raw -4599091.404932 + Penalty 5137.597876 = -4593953.807056
  nChanged 67
		SP:Iteration 29Q (7418.680000 sec): 3 clusters
  Score: Raw -4599096.394880 + Penalty 5137.597876 = -4593958.797004
  nChanged 60
		SP:Iteration 30Q (7418.780000 sec): 3 clusters
  Score: Raw -4599100.572887 + Penalty 5137.597876 = -4593962.975010
  nChanged 55
		SP:Iteration 31Q (7418.890000 sec): 3 clusters
  Score: Raw -4599104.436438 + Penalty 5137.597876 = -4593966.838561
  nChanged 50
		SP:Iteration 32Q (7419.000000 sec): 3 clusters
  Score: Raw -4599107.658225 + Penalty 5137.597876 = -4593970.060349
  nChanged 53
		SP:Iteration 33Q (7419.110000 sec): 3 clusters
  Score: Raw -4599111.595622 + Penalty 5137.597876 = -4593973.997745
  nChanged 45
		SP:Iteration 34Q (7419.210000 sec): 3 clusters
  Score: Raw -4599114.984071 + Penalty 5137.597876 = -4593977.386195
  nChanged 50
		SP:Iteration 35Q (7419.330000 sec): 3 clusters
  Score: Raw -4599118.203438 + Penalty 5137.597876 = -4593980.605562
  nChanged 43
		SP:Iteration 36Q (7419.430000 sec): 3 clusters
  Score: Raw -4599121.373914 + Penalty 5137.597876 = -4593983.776038
  nChanged 40
		SP:Iteration 37Q (7419.550000 sec): 3 clusters
  Score: Raw -4599123.970605 + Penalty 5137.597876 = -4593986.372729
  nChanged 35
		SP:Iteration 38Q (7419.650000 sec): 3 clusters
  Score: Raw -4599126.508595 + Penalty 5137.597876 = -4593988.910719
  nChanged 34
		SP:Iteration 39Q (7419.760000 sec): 3 clusters
  Score: Raw -4599128.940764 + Penalty 5137.597876 = -4593991.342887
  nChanged 40
		SP:Iteration 40F (7419.870000 sec): 3 clusters
  Score: Raw -4599131.689657 + Penalty 5137.597876 = -4593994.091780
  nChanged 44
		SP:Iteration 41Q (7419.980000 sec): 3 clusters
  Score: Raw -4599134.285086 + Penalty 5137.597876 = -4593996.687210
  nChanged 34
		SP:Iteration 42Q (7420.090000 sec): 3 clusters
  Score: Raw -4599136.748911 + Penalty 5137.597876 = -4593999.151035
  nChanged 34
		SP:Iteration 43Q (7420.200000 sec): 3 clusters
  Score: Raw -4599139.139778 + Penalty 5137.597876 = -4594001.541902
  nChanged 30
		SP:Iteration 44Q (7420.310000 sec): 3 clusters
  Score: Raw -4599140.731791 + Penalty 5137.597876 = -4594003.133915
  nChanged 30
		SP:Iteration 45Q (7420.430000 sec): 3 clusters
  Score: Raw -4599142.294403 + Penalty 5137.597876 = -4594004.696526
  nChanged 28
		SP:Iteration 46Q (7420.540000 sec): 3 clusters
  Score: Raw -4599143.785289 + Penalty 5137.597876 = -4594006.187412
  nChanged 26
		SP:Iteration 47Q (7420.650000 sec): 3 clusters
  Score: Raw -4599145.275669 + Penalty 5137.597876 = -4594007.677793
  nChanged 21
		SP:Iteration 48Q (7420.760000 sec): 3 clusters
  Score: Raw -4599146.337697 + Penalty 5137.597876 = -4594008.739820
  nChanged 14
		SP:Iteration 49Q (7420.870000 sec): 3 clusters
  Score: Raw -4599147.103719 + Penalty 5137.597876 = -4594009.505843
  nChanged 17
		SP:Iteration 50Q (7420.980000 sec): 3 clusters
  Score: Raw -4599148.194831 + Penalty 5137.597876 = -4594010.596955
  nChanged 20
		SP:Iteration 51Q (7421.090000 sec): 3 clusters
  Score: Raw -4599149.395956 + Penalty 5137.597876 = -4594011.798079
  nChanged 18
		SP:Iteration 52Q (7421.210000 sec): 3 clusters
  Score: Raw -4599150.443486 + Penalty 5137.597876 = -4594012.845610
  nChanged 18
		SP:Iteration 53Q (7421.310000 sec): 3 clusters
  Score: Raw -4599151.520327 + Penalty 5137.597876 = -4594013.922450
  nChanged 17
		SP:Iteration 54Q (7421.420000 sec): 3 clusters
  Score: Raw -4599152.448699 + Penalty 5137.597876 = -4594014.850823
  nChanged 16
		SP:Iteration 55Q (7421.530000 sec): 3 clusters
  Score: Raw -4599153.094019 + Penalty 5137.597876 = -4594015.496142
  nChanged 14
		SP:Iteration 56Q (7421.650000 sec): 3 clusters
  Score: Raw -4599153.798622 + Penalty 5137.597876 = -4594016.200745
  nChanged 21
		SP:Iteration 57Q (7421.760000 sec): 3 clusters
  Score: Raw -4599154.934539 + Penalty 5137.597876 = -4594017.336663
  nChanged 16
		SP:Iteration 58Q (7421.870000 sec): 3 clusters
  Score: Raw -4599155.902755 + Penalty 5137.597876 = -4594018.304878
  nChanged 15
		SP:Iteration 59Q (7421.980000 sec): 3 clusters
  Score: Raw -4599156.542429 + Penalty 5137.597876 = -4594018.944552
  nChanged 12
		SP:Iteration 60F (7422.090000 sec): 3 clusters
  Score: Raw -4599156.992897 + Penalty 5137.597876 = -4594019.395021
  nChanged 9
		SP:Iteration 61Q (7422.200000 sec): 3 clusters
  Score: Raw -4599157.449637 + Penalty 5137.597876 = -4594019.851761
  nChanged 11
		SP:Iteration 62Q (7422.310000 sec): 3 clusters
  Score: Raw -4599157.970816 + Penalty 5137.597876 = -4594020.372939
  nChanged 10
		SP:Iteration 63Q (7422.430000 sec): 3 clusters
  Score: Raw -4599158.259735 + Penalty 5137.597876 = -4594020.661859
  nChanged 3
		SP:Iteration 64Q (7422.530000 sec): 3 clusters
  Score: Raw -4599158.397948 + Penalty 5137.597876 = -4594020.800072
  nChanged 6
		SP:Iteration 65Q (7422.650000 sec): 3 clusters
  Score: Raw -4599158.674836 + Penalty 5137.597876 = -4594021.076960
  nChanged 11
		SP:Iteration 66Q (7422.760000 sec): 3 clusters
  Score: Raw -4599159.211350 + Penalty 5137.597876 = -4594021.613474
  nChanged 12
		SP:Iteration 67Q (7422.870000 sec): 3 clusters
  Score: Raw -4599159.899523 + Penalty 5137.597876 = -4594022.301647
  nChanged 13
		SP:Iteration 68Q (7422.980000 sec): 3 clusters
  Score: Raw -4599160.517209 + Penalty 5137.597876 = -4594022.919333
  nChanged 12
		SP:Iteration 69Q (7423.090000 sec): 3 clusters
  Score: Raw -4599161.226558 + Penalty 5137.597876 = -4594023.628681
  nChanged 16
		SP:Iteration 70Q (7423.200000 sec): 3 clusters
  Score: Raw -4599162.039448 + Penalty 5137.597876 = -4594024.441572
  nChanged 16
		SP:Iteration 71Q (7423.310000 sec): 3 clusters
  Score: Raw -4599162.867329 + Penalty 5137.597876 = -4594025.269453
  nChanged 17
		SP:Iteration 72Q (7423.430000 sec): 3 clusters
  Score: Raw -4599163.772342 + Penalty 5137.597876 = -4594026.174466
  nChanged 29
		SP:Iteration 73Q (7423.530000 sec): 3 clusters
  Score: Raw -4599165.269845 + Penalty 5137.597876 = -4594027.671969
  nChanged 19
		SP:Iteration 74Q (7423.650000 sec): 3 clusters
  Score: Raw -4599166.172301 + Penalty 5137.597876 = -4594028.574425
  nChanged 16
		SP:Iteration 75Q (7423.760000 sec): 3 clusters
  Score: Raw -4599166.892555 + Penalty 5137.597876 = -4594029.294679
  nChanged 20
		SP:Iteration 76Q (7423.870000 sec): 3 clusters
  Score: Raw -4599167.747248 + Penalty 5137.597876 = -4594030.149372
  nChanged 18
		SP:Iteration 77Q (7423.980000 sec): 3 clusters
  Score: Raw -4599168.415588 + Penalty 5137.597876 = -4594030.817712
  nChanged 12
		SP:Iteration 78Q (7424.090000 sec): 3 clusters
  Score: Raw -4599168.833476 + Penalty 5137.597876 = -4594031.235600
  nChanged 7
		SP:Iteration 79Q (7424.210000 sec): 3 clusters
  Score: Raw -4599169.044897 + Penalty 5137.597876 = -4594031.447020
  nChanged 7
		SP:Iteration 80F (7424.320000 sec): 3 clusters
  Score: Raw -4599169.363569 + Penalty 5137.597876 = -4594031.765692
  nChanged 10
		SP:Iteration 81Q (7424.430000 sec): 3 clusters
  Score: Raw -4599169.727819 + Penalty 5137.597876 = -4594032.129943
  nChanged 6
		SP:Iteration 82Q (7424.540000 sec): 3 clusters
  Score: Raw -4599169.941929 + Penalty 5137.597876 = -4594032.344052
  nChanged 3
		SP:Iteration 83Q (7424.650000 sec): 3 clusters
  Score: Raw -4599170.112030 + Penalty 5137.597876 = -4594032.514154
  nChanged 4
		SP:Iteration 84Q (7424.760000 sec): 3 clusters
  Score: Raw -4599170.360989 + Penalty 5137.597876 = -4594032.763112
  nChanged 11
		SP:Iteration 85Q (7424.870000 sec): 3 clusters
  Score: Raw -4599170.994740 + Penalty 5137.597876 = -4594033.396863
  nChanged 12
		SP:Iteration 86Q (7424.980000 sec): 3 clusters
  Score: Raw -4599171.642530 + Penalty 5137.597876 = -4594034.044654
  nChanged 14
		SP:Iteration 87Q (7425.090000 sec): 3 clusters
  Score: Raw -4599172.301100 + Penalty 5137.597876 = -4594034.703224
  nChanged 10
		SP:Iteration 88Q (7425.210000 sec): 3 clusters
  Score: Raw -4599172.762859 + Penalty 5137.597876 = -4594035.164983
  nChanged 10
		SP:Iteration 89Q (7425.310000 sec): 3 clusters
  Score: Raw -4599173.224138 + Penalty 5137.597876 = -4594035.626262
  nChanged 8
		SP:Iteration 90Q (7425.420000 sec): 3 clusters
  Score: Raw -4599173.632256 + Penalty 5137.597876 = -4594036.034379
  nChanged 11
		SP:Iteration 91Q (7425.530000 sec): 3 clusters
  Score: Raw -4599174.262091 + Penalty 5137.597876 = -4594036.664214
  nChanged 12
		SP:Iteration 92Q (7425.640000 sec): 3 clusters
  Score: Raw -4599174.788477 + Penalty 5137.597876 = -4594037.190601
  nChanged 8
		SP:Iteration 93Q (7425.750000 sec): 3 clusters
  Score: Raw -4599175.170146 + Penalty 5137.597876 = -4594037.572270
  nChanged 8
		SP:Iteration 94Q (7425.850000 sec): 3 clusters
  Score: Raw -4599175.429743 + Penalty 5137.597876 = -4594037.831866
  nChanged 3
		SP:Iteration 95Q (7425.960000 sec): 3 clusters
  Score: Raw -4599175.568501 + Penalty 5137.597876 = -4594037.970624
  nChanged 4
		SP:Iteration 96Q (7426.070000 sec): 3 clusters
  Score: Raw -4599175.770268 + Penalty 5137.597876 = -4594038.172391
  nChanged 5
		SP:Iteration 97Q (7426.180000 sec): 3 clusters
  Score: Raw -4599175.929371 + Penalty 5137.597876 = -4594038.331495
  nChanged 4
		SP:Iteration 98Q (7426.290000 sec): 3 clusters
  Score: Raw -4599176.069123 + Penalty 5137.597876 = -4594038.471246
  nChanged 8
		SP:Iteration 99Q (7426.390000 sec): 3 clusters
  Score: Raw -4599176.476618 + Penalty 5137.597876 = -4594038.878741
  nChanged 7
		SP:Iteration 100F (7426.510000 sec): 3 clusters
  Score: Raw -4599176.737022 + Penalty 5137.597876 = -4594039.139146
  nChanged 5
		SP:Iteration 101Q (7426.610000 sec): 3 clusters
  Score: Raw -4599176.942235 + Penalty 5137.597876 = -4594039.344359
  nChanged 7
		SP:Iteration 102Q (7426.730000 sec): 3 clusters
  Score: Raw -4599177.324041 + Penalty 5137.597876 = -4594039.726165
  nChanged 11
		SP:Iteration 103Q (7426.830000 sec): 3 clusters
  Score: Raw -4599177.751880 + Penalty 5137.597876 = -4594040.154004
  nChanged 7
		SP:Iteration 104Q (7426.940000 sec): 3 clusters
  Score: Raw -4599178.075924 + Penalty 5137.597876 = -4594040.478047
  nChanged 7
		SP:Iteration 105Q (7427.050000 sec): 3 clusters
  Score: Raw -4599178.353440 + Penalty 5137.597876 = -4594040.755563
  nChanged 8
		SP:Iteration 106Q (7427.160000 sec): 3 clusters
  Score: Raw -4599178.568783 + Penalty 5137.597876 = -4594040.970906
  nChanged 6
		SP:Iteration 107Q (7427.270000 sec): 3 clusters
  Score: Raw -4599178.799958 + Penalty 5137.597876 = -4594041.202081
  nChanged 5
		SP:Iteration 108Q (7427.380000 sec): 3 clusters
  Score: Raw -4599179.142433 + Penalty 5137.597876 = -4594041.544556
  nChanged 7
		SP:Iteration 109Q (7427.490000 sec): 3 clusters
  Score: Raw -4599179.609441 + Penalty 5137.597876 = -4594042.011565
  nChanged 13
		SP:Iteration 110Q (7427.610000 sec): 3 clusters
  Score: Raw -4599180.283854 + Penalty 5137.597876 = -4594042.685978
  nChanged 14
		SP:Iteration 111Q (7427.720000 sec): 3 clusters
  Score: Raw -4599180.885853 + Penalty 5137.597876 = -4594043.287977
  nChanged 11
		SP:Iteration 112Q (7427.830000 sec): 3 clusters
  Score: Raw -4599181.357754 + Penalty 5137.597876 = -4594043.759877
  nChanged 14
		SP:Iteration 113Q (7427.940000 sec): 3 clusters
  Score: Raw -4599182.043780 + Penalty 5137.597876 = -4594044.445904
  nChanged 13
		SP:Iteration 114Q (7428.050000 sec): 3 clusters
  Score: Raw -4599182.817493 + Penalty 5137.597876 = -4594045.219616
  nChanged 19
		SP:Iteration 115Q (7428.160000 sec): 3 clusters
  Score: Raw -4599183.784851 + Penalty 5137.597876 = -4594046.186974
  nChanged 21
		SP:Iteration 116Q (7428.270000 sec): 3 clusters
  Score: Raw -4599184.986050 + Penalty 5137.597876 = -4594047.388174
  nChanged 21
		SP:Iteration 117Q (7428.380000 sec): 3 clusters
  Score: Raw -4599186.142552 + Penalty 5137.597876 = -4594048.544676
  nChanged 30
		SP:Iteration 118Q (7428.490000 sec): 3 clusters
  Score: Raw -4599188.106102 + Penalty 5137.597876 = -4594050.508226
  nChanged 36
		SP:Iteration 119Q (7428.600000 sec): 3 clusters
  Score: Raw -4599190.852590 + Penalty 5137.597876 = -4594053.254713
  nChanged 42
		SP:Iteration 120F (7428.710000 sec): 3 clusters
  Score: Raw -4599193.756284 + Penalty 5137.597876 = -4594056.158408
  nChanged 38
		SP:Iteration 121Q (7428.820000 sec): 3 clusters
  Score: Raw -4599196.972306 + Penalty 5137.597876 = -4594059.374430
  nChanged 52
		SP:Iteration 122Q (7428.930000 sec): 3 clusters
  Score: Raw -4599200.873622 + Penalty 5137.597876 = -4594063.275745
  nChanged 53
		SP:Iteration 123Q (7429.050000 sec): 3 clusters
  Score: Raw -4599205.144208 + Penalty 5137.597876 = -4594067.546331
  nChanged 59
		SP:Iteration 124Q (7429.160000 sec): 3 clusters
  Score: Raw -4599210.168300 + Penalty 5137.597876 = -4594072.570423
  nChanged 69
		SP:Iteration 125Q (7429.270000 sec): 3 clusters
  Score: Raw -4599216.142985 + Penalty 5137.597876 = -4594078.545109
  nChanged 74
		SP:Iteration 126Q (7429.380000 sec): 3 clusters
  Score: Raw -4599222.508628 + Penalty 5137.597876 = -4594084.910751
  nChanged 74
		SP:Iteration 127Q (7429.490000 sec): 3 clusters
  Score: Raw -4599229.166773 + Penalty 5137.597876 = -4594091.568896
  nChanged 95
		SP:Iteration 128Q (7429.600000 sec): 3 clusters
  Score: Raw -4599238.694321 + Penalty 5137.597876 = -4594101.096445
  nChanged 115
		SP:Iteration 129Q (7429.710000 sec): 3 clusters
  Score: Raw -4599250.733421 + Penalty 5137.597876 = -4594113.135544
  nChanged 142
		SP:Iteration 130Q (7429.830000 sec): 3 clusters
  Score: Raw -4599268.227501 + Penalty 5137.597876 = -4594130.629625
  nChanged 154
		SP:Iteration 131Q (7429.940000 sec): 3 clusters
  Score: Raw -4599289.753450 + Penalty 5137.597876 = -4594152.155574
  nChanged 191
		SP:Iteration 132Q (7430.050000 sec): 3 clusters
  Score: Raw -4599318.536793 + Penalty 5137.597876 = -4594180.938916
  nChanged 205
		SP:Iteration 133Q (7430.160000 sec): 3 clusters
  Score: Raw -4599351.983412 + Penalty 5137.597876 = -4594214.385536
  nChanged 225
		SP:Iteration 134Q (7430.270000 sec): 3 clusters
  Score: Raw -4599391.814003 + Penalty 5137.597876 = -4594254.216126
  nChanged 250
		SP:Iteration 135Q (7430.380000 sec): 3 clusters
  Score: Raw -4599440.647574 + Penalty 5137.597876 = -4594303.049698
  nChanged 297
		SP:Iteration 136Q (7430.490000 sec): 3 clusters
  Score: Raw -4599508.170684 + Penalty 5137.597876 = -4594370.572807
  nChanged 325
		SP:Iteration 137Q (7430.600000 sec): 3 clusters
  Score: Raw -4599588.158157 + Penalty 5137.597876 = -4594450.560280
  nChanged 349
		SP:Iteration 138Q (7430.710000 sec): 3 clusters
  Score: Raw -4599680.882217 + Penalty 5137.597876 = -4594543.284341
  nChanged 415
		SP:Iteration 139Q (7430.820000 sec): 3 clusters
  Score: Raw -4599811.038461 + Penalty 5137.597876 = -4594673.440584
  nChanged 468
		SP:Iteration 140F (7430.930000 sec): 3 clusters
  Score: Raw -4599993.509988 + Penalty 5137.597876 = -4594855.912112
  nChanged 519
		SP:Iteration 141Q (7431.040000 sec): 3 clusters
  Score: Raw -4600246.857954 + Penalty 5137.597876 = -4595109.260078
  nChanged 583
		SP:Iteration 142Q (7431.150000 sec): 3 clusters
  Score: Raw -4600646.456340 + Penalty 5137.597876 = -4595508.858464
  nChanged 633
		SP:Iteration 143Q (7431.260000 sec): 3 clusters
  Score: Raw -4601310.348418 + Penalty 5137.597876 = -4596172.750542
  nChanged 608
		SP:Iteration 144Q (7431.370000 sec): 3 clusters
  Score: Raw -4602182.353472 + Penalty 5137.597876 = -4597044.755596
  nChanged 426
		SP:Iteration 145Q (7431.470000 sec): 3 clusters
  Score: Raw -4602647.863153 + Penalty 5137.597876 = -4597510.265276
  nChanged 315
		SP:Iteration 146Q (7431.560000 sec): 3 clusters
  Score: Raw -4602858.651002 + Penalty 5137.597876 = -4597721.053126
  nChanged 255
		SP:Iteration 147Q (7431.650000 sec): 3 clusters
  Score: Raw -4602981.369645 + Penalty 5137.597876 = -4597843.771769
  nChanged 190
		SP:Iteration 148Q (7431.740000 sec): 3 clusters
  Score: Raw -4603053.163145 + Penalty 5137.597876 = -4597915.565269
  nChanged 147
		SP:Iteration 149Q (7431.830000 sec): 3 clusters
  Score: Raw -4603104.122237 + Penalty 5137.597876 = -4597966.524360
  nChanged 112
		SP:Iteration 150Q (7431.910000 sec): 3 clusters
  Score: Raw -4603135.995173 + Penalty 5137.597876 = -4597998.397297
  nChanged 99
		SP:Iteration 151Q (7432.000000 sec): 3 clusters
  Score: Raw -4603161.890673 + Penalty 5137.597876 = -4598024.292797
  nChanged 70
		SP:Iteration 152Q (7432.090000 sec): 3 clusters
  Score: Raw -4603177.598465 + Penalty 5137.597876 = -4598040.000588
  nChanged 54
		SP:Iteration 153Q (7432.170000 sec): 3 clusters
  Score: Raw -4603190.063890 + Penalty 5137.597876 = -4598052.466014
  nChanged 42
		SP:Iteration 154Q (7432.260000 sec): 3 clusters
  Score: Raw -4603198.810209 + Penalty 5137.597876 = -4598061.212333
  nChanged 32
		SP:Iteration 155Q (7432.340000 sec): 3 clusters
  Score: Raw -4603204.132463 + Penalty 5137.597876 = -4598066.534586
  nChanged 23
		SP:Iteration 156Q (7432.430000 sec): 3 clusters
  Score: Raw -4603206.988482 + Penalty 5137.597876 = -4598069.390606
  nChanged 18
		SP:Iteration 157Q (7432.510000 sec): 3 clusters
  Score: Raw -4603209.386817 + Penalty 5137.597876 = -4598071.788941
  nChanged 9
		SP:Iteration 158Q (7432.600000 sec): 3 clusters
  Score: Raw -4603210.705892 + Penalty 5137.597876 = -4598073.108016
  nChanged 10
		SP:Iteration 159Q (7432.680000 sec): 3 clusters
  Score: Raw -4603212.215341 + Penalty 5137.597876 = -4598074.617465
  nChanged 12
		SP:Iteration 160F (7432.790000 sec): 3 clusters
  Score: Raw -4603214.147686 + Penalty 5137.597876 = -4598076.549810
  nChanged 14
		SP:Iteration 161Q (7432.870000 sec): 3 clusters
  Score: Raw -4603215.894540 + Penalty 5137.597876 = -4598078.296663
  nChanged 9
		SP:Iteration 162Q (7432.960000 sec): 3 clusters
  Score: Raw -4603217.017009 + Penalty 5137.597876 = -4598079.419133
  nChanged 10
		SP:Iteration 163Q (7433.040000 sec): 3 clusters
  Score: Raw -4603218.995856 + Penalty 5137.597876 = -4598081.397979
  nChanged 11
		SP:Iteration 164Q (7433.120000 sec): 3 clusters
  Score: Raw -4603220.899162 + Penalty 5137.597876 = -4598083.301286
  nChanged 10
		SP:Iteration 165Q (7433.210000 sec): 3 clusters
  Score: Raw -4603222.182109 + Penalty 5137.597876 = -4598084.584233
  nChanged 7
		SP:Iteration 166Q (7433.290000 sec): 3 clusters
  Score: Raw -4603223.342491 + Penalty 5137.597876 = -4598085.744614
  nChanged 4
		SP:Iteration 167Q (7433.380000 sec): 3 clusters
  Score: Raw -4603223.934787 + Penalty 5137.597876 = -4598086.336911
  nChanged 2
		SP:Iteration 168Q (7433.460000 sec): 3 clusters
  Score: Raw -4603224.392028 + Penalty 5137.597876 = -4598086.794152
  nChanged 4
		SP:Iteration 169Q (7433.540000 sec): 3 clusters
  Score: Raw -4603224.964547 + Penalty 5137.597876 = -4598087.366670
  nChanged 6
		SP:Iteration 170Q (7433.620000 sec): 3 clusters
  Score: Raw -4603225.799716 + Penalty 5137.597876 = -4598088.201840
  nChanged 6
		SP:Iteration 171Q (7433.710000 sec): 3 clusters
  Score: Raw -4603226.812707 + Penalty 5137.597876 = -4598089.214830
  nChanged 7
		SP:Iteration 172Q (7433.800000 sec): 3 clusters
  Score: Raw -4603228.048021 + Penalty 5137.597876 = -4598090.450144
  nChanged 9
		SP:Iteration 173Q (7433.880000 sec): 3 clusters
  Score: Raw -4603229.239177 + Penalty 5137.597876 = -4598091.641301
  nChanged 4
		SP:Iteration 174Q (7433.960000 sec): 3 clusters
  Score: Raw -4603229.787337 + Penalty 5137.597876 = -4598092.189461
  nChanged 7
		SP:Iteration 175Q (7434.040000 sec): 3 clusters
  Score: Raw -4603230.421472 + Penalty 5137.597876 = -4598092.823595
  nChanged 5
		SP:Iteration 176Q (7434.120000 sec): 3 clusters
  Score: Raw -4603231.196878 + Penalty 5137.597876 = -4598093.599001
  nChanged 4
		SP:Iteration 177Q (7434.210000 sec): 3 clusters
  Score: Raw -4603231.827628 + Penalty 5137.597876 = -4598094.229752
  nChanged 3
		SP:Iteration 178Q (7434.290000 sec): 3 clusters
  Score: Raw -4603232.401770 + Penalty 5137.597876 = -4598094.803894
  nChanged 6
		SP:Iteration 179Q (7434.380000 sec): 3 clusters
  Score: Raw -4603233.158295 + Penalty 5137.597876 = -4598095.560418
  nChanged 5
		SP:Iteration 180F (7434.490000 sec): 3 clusters
  Score: Raw -4603233.930710 + Penalty 5137.597876 = -4598096.332834
  nChanged 6
		SP:Iteration 181Q (7434.570000 sec): 3 clusters
  Score: Raw -4603234.712669 + Penalty 5137.597876 = -4598097.114793
  nChanged 4
		SP:Iteration 182Q (7434.660000 sec): 3 clusters
  Score: Raw -4603235.316699 + Penalty 5137.597876 = -4598097.718822
  nChanged 6
		SP:Iteration 183Q (7434.740000 sec): 3 clusters
  Score: Raw -4603236.088659 + Penalty 5137.597876 = -4598098.490783
  nChanged 4
		SP:Iteration 184Q (7434.830000 sec): 3 clusters
  Score: Raw -4603236.727833 + Penalty 5137.597876 = -4598099.129957
  nChanged 3
		SP:Iteration 185Q (7434.920000 sec): 3 clusters
  Score: Raw -4603237.299649 + Penalty 5137.597876 = -4598099.701772
  nChanged 5
		SP:Iteration 186Q (7435.000000 sec): 3 clusters
  Score: Raw -4603238.012892 + Penalty 5137.597876 = -4598100.415015
  nChanged 4
		SP:Iteration 187Q (7435.080000 sec): 3 clusters
  Score: Raw -4603238.644080 + Penalty 5137.597876 = -4598101.046203
  nChanged 2
		SP:Iteration 188Q (7435.170000 sec): 3 clusters
  Score: Raw -4603238.878799 + Penalty 5137.597876 = -4598101.280922
  nChanged 4
		SP:Iteration 189Q (7435.260000 sec): 3 clusters
  Score: Raw -4603239.701369 + Penalty 5137.597876 = -4598102.103492
  nChanged 5
		SP:Iteration 190Q (7435.340000 sec): 3 clusters
  Score: Raw -4603240.219379 + Penalty 5137.597876 = -4598102.621503
  nChanged 3
		SP:Iteration 191Q (7435.420000 sec): 3 clusters
  Score: Raw -4603240.791239 + Penalty 5137.597876 = -4598103.193363
  nChanged 7
		SP:Iteration 192Q (7435.500000 sec): 3 clusters
  Score: Raw -4603242.582671 + Penalty 5137.597876 = -4598104.984795
  nChanged 9
		SP:Iteration 193Q (7435.590000 sec): 3 clusters
  Score: Raw -4603244.719930 + Penalty 5137.597876 = -4598107.122054
  nChanged 7
		SP:Iteration 194Q (7435.670000 sec): 3 clusters
  Score: Raw -4603245.873640 + Penalty 5137.597876 = -4598108.275764
  nChanged 8
		SP:Iteration 195Q (7435.760000 sec): 3 clusters
  Score: Raw -4603247.101380 + Penalty 5137.597876 = -4598109.503504
  nChanged 7
		SP:Iteration 196Q (7435.840000 sec): 3 clusters
  Score: Raw -4603248.674142 + Penalty 5137.597876 = -4598111.076266
  nChanged 9
		SP:Iteration 197Q (7435.920000 sec): 3 clusters
  Score: Raw -4603250.408637 + Penalty 5137.597876 = -4598112.810761
  nChanged 10
		SP:Iteration 198Q (7436.010000 sec): 3 clusters
  Score: Raw -4603251.949337 + Penalty 5137.597876 = -4598114.351460
  nChanged 6
		SP:Iteration 199Q (7436.090000 sec): 3 clusters
  Score: Raw -4603253.544116 + Penalty 5137.597876 = -4598115.946239
  nChanged 8
		SP:Iteration 200F (7436.200000 sec): 3 clusters
  Score: Raw -4603254.752426 + Penalty 5137.597876 = -4598117.154549
  nChanged 8
		SP:Iteration 201Q (7436.290000 sec): 3 clusters
  Score: Raw -4603256.190158 + Penalty 5137.597876 = -4598118.592282
  nChanged 12
		SP:Iteration 202Q (7436.370000 sec): 3 clusters
  Score: Raw -4603257.977496 + Penalty 5137.597876 = -4598120.379620
  nChanged 7
		SP:Iteration 203Q (7436.460000 sec): 3 clusters
  Score: Raw -4603258.519877 + Penalty 5137.597876 = -4598120.922000
  nChanged 3
		SP:Iteration 204Q (7436.540000 sec): 3 clusters
  Score: Raw -4603259.093761 + Penalty 5137.597876 = -4598121.495885
  nChanged 5
		SP:Iteration 205Q (7436.620000 sec): 3 clusters
  Score: Raw -4603259.781132 + Penalty 5137.597876 = -4598122.183256
  nChanged 6
		SP:Iteration 206Q (7436.710000 sec): 3 clusters
  Score: Raw -4603260.647331 + Penalty 5137.597876 = -4598123.049455
  nChanged 7
		SP:Iteration 207Q (7436.800000 sec): 3 clusters
  Score: Raw -4603261.822413 + Penalty 5137.597876 = -4598124.224537
  nChanged 4
		SP:Iteration 208Q (7436.880000 sec): 3 clusters
  Score: Raw -4603262.287091 + Penalty 5137.597876 = -4598124.689214
  nChanged 2
		SP:Iteration 209Q (7436.970000 sec): 3 clusters
  Score: Raw -4603262.496870 + Penalty 5137.597876 = -4598124.898994
  nChanged 1
		SP:Iteration 210Q (7437.050000 sec): 3 clusters
  Score: Raw -4603262.573740 + Penalty 5137.597876 = -4598124.975864
  nChanged 1
		SP:Iteration 211Q (7437.140000 sec): 3 clusters
  Score: Raw -4603262.690976 + Penalty 5137.597876 = -4598125.093100
  nChanged 1
		SP:Iteration 212Q (7437.220000 sec): 3 clusters
  Score: Raw -4603262.788687 + Penalty 5137.597876 = -4598125.190811
  nChanged 0
		SP:Iteration 213F (7437.330000 sec): 3 clusters
  Score: Raw -4603262.788687 + Penalty 5137.597876 = -4598125.190811
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7437.640000 sec): 2 clusters
  Score: Raw -14350476.635145 + Penalty 2851.932735 = -14347624.702410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7437.980000 sec): 3 clusters
  Score: Raw -14287389.788243 + Penalty 5703.865470 = -14281685.922773
  nChanged 46534
		SP:Iteration 1F (7438.330000 sec): 3 clusters
  Score: Raw -14314091.250404 + Penalty 5703.865470 = -14308387.384934
  nChanged 3621
		SP:Iteration 2Q (7438.680000 sec): 3 clusters
  Score: Raw -14315059.655146 + Penalty 5703.865470 = -14309355.789676
  nChanged 3825
		SP:Iteration 3Q (7439.040000 sec): 3 clusters
  Score: Raw -14316243.008925 + Penalty 5703.865470 = -14310539.143455
  nChanged 4223
		SP:Iteration 4Q (7439.390000 sec): 3 clusters
  Score: Raw -14317739.221618 + Penalty 5703.865470 = -14312035.356148
  nChanged 4670
		SP:Iteration 5Q (7439.740000 sec): 3 clusters
  Score: Raw -14319620.093866 + Penalty 5703.865470 = -14313916.228395
  nChanged 5177
		SP:Iteration 6F (7440.080000 sec): 3 clusters
  Score: Raw -14322061.777739 + Penalty 5703.865470 = -14316357.912269
  nChanged 5723
		SP:Iteration 7F (7440.430000 sec): 3 clusters
  Score: Raw -14325179.212425 + Penalty 5703.865470 = -14319475.346955
  nChanged 6066
		SP:Iteration 8F (7440.780000 sec): 3 clusters
  Score: Raw -14328997.006882 + Penalty 5703.865470 = -14323293.141411
  nChanged 6096
		SP:Iteration 9F (7441.120000 sec): 3 clusters
  Score: Raw -14333470.071001 + Penalty 5703.865470 = -14327766.205531
  nChanged 5769
		SP:Iteration 10F (7441.470000 sec): 3 clusters
  Score: Raw -14338479.741494 + Penalty 5703.865470 = -14332775.876024
  nChanged 4652
		SP:Iteration 11Q (7441.810000 sec): 3 clusters
  Score: Raw -14342770.489719 + Penalty 5703.865470 = -14337066.624249
  nChanged 3122
		SP:Iteration 12Q (7442.140000 sec): 3 clusters
  Score: Raw -14345682.000765 + Penalty 5703.865470 = -14339978.135295
  nChanged 2091
		SP:Iteration 13Q (7442.440000 sec): 3 clusters
  Score: Raw -14347463.704094 + Penalty 5703.865470 = -14341759.838624
  nChanged 1402
		SP:Iteration 14Q (7442.730000 sec): 3 clusters
  Score: Raw -14348500.625191 + Penalty 5703.865470 = -14342796.759721
  nChanged 950
		SP:Iteration 15Q (7443.000000 sec): 3 clusters
  Score: Raw -14349104.325610 + Penalty 5703.865470 = -14343400.460140
  nChanged 712
		SP:Iteration 16Q (7443.270000 sec): 3 clusters
  Score: Raw -14349469.407788 + Penalty 5703.865470 = -14343765.542318
  nChanged 515
		SP:Iteration 17Q (7443.540000 sec): 3 clusters
  Score: Raw -14349730.654157 + Penalty 5703.865470 = -14344026.788687
  nChanged 469
		SP:Iteration 18Q (7443.800000 sec): 3 clusters
  Score: Raw -14349963.392011 + Penalty 5703.865470 = -14344259.526541
  nChanged 396
		SP:Iteration 19Q (7444.060000 sec): 3 clusters
  Score: Raw -14350148.655669 + Penalty 5703.865470 = -14344444.790199
  nChanged 370
		SP:Iteration 20F (7444.410000 sec): 3 clusters
  Score: Raw -14350313.423423 + Penalty 5703.865470 = -14344609.557952
  nChanged 321
		SP:Iteration 21Q (7444.670000 sec): 3 clusters
  Score: Raw -14350436.651103 + Penalty 5703.865470 = -14344732.785632
  nChanged 283
		SP:Iteration 22Q (7444.920000 sec): 3 clusters
  Score: Raw -14350552.139335 + Penalty 5703.865470 = -14344848.273865
  nChanged 285
		SP:Iteration 23Q (7445.180000 sec): 3 clusters
  Score: Raw -14350662.420871 + Penalty 5703.865470 = -14344958.555400
  nChanged 230
		SP:Iteration 24Q (7445.440000 sec): 3 clusters
  Score: Raw -14350736.027019 + Penalty 5703.865470 = -14345032.161549
  nChanged 181
		SP:Iteration 25Q (7445.700000 sec): 3 clusters
  Score: Raw -14350790.831648 + Penalty 5703.865470 = -14345086.966177
  nChanged 131
		SP:Iteration 26Q (7445.950000 sec): 3 clusters
  Score: Raw -14350831.946696 + Penalty 5703.865470 = -14345128.081226
  nChanged 130
		SP:Iteration 27Q (7446.200000 sec): 3 clusters
  Score: Raw -14350871.200318 + Penalty 5703.865470 = -14345167.334848
  nChanged 115
		SP:Iteration 28Q (7446.450000 sec): 3 clusters
  Score: Raw -14350902.719491 + Penalty 5703.865470 = -14345198.854021
  nChanged 99
		SP:Iteration 29Q (7446.700000 sec): 3 clusters
  Score: Raw -14350930.159277 + Penalty 5703.865470 = -14345226.293807
  nChanged 81
		SP:Iteration 30Q (7446.950000 sec): 3 clusters
  Score: Raw -14350949.621240 + Penalty 5703.865470 = -14345245.755770
  nChanged 74
		SP:Iteration 31Q (7447.200000 sec): 3 clusters
  Score: Raw -14350970.228406 + Penalty 5703.865470 = -14345266.362936
  nChanged 69
		SP:Iteration 32Q (7447.450000 sec): 3 clusters
  Score: Raw -14350990.423488 + Penalty 5703.865470 = -14345286.558018
  nChanged 68
		SP:Iteration 33Q (7447.700000 sec): 3 clusters
  Score: Raw -14351008.450170 + Penalty 5703.865470 = -14345304.584700
  nChanged 69
		SP:Iteration 34Q (7447.950000 sec): 3 clusters
  Score: Raw -14351026.399626 + Penalty 5703.865470 = -14345322.534156
  nChanged 68
		SP:Iteration 35Q (7448.200000 sec): 3 clusters
  Score: Raw -14351042.413957 + Penalty 5703.865470 = -14345338.548487
  nChanged 58
		SP:Iteration 36Q (7448.440000 sec): 3 clusters
  Score: Raw -14351059.080848 + Penalty 5703.865470 = -14345355.215378
  nChanged 54
		SP:Iteration 37Q (7448.690000 sec): 3 clusters
  Score: Raw -14351073.072117 + Penalty 5703.865470 = -14345369.206647
  nChanged 45
		SP:Iteration 38Q (7448.940000 sec): 3 clusters
  Score: Raw -14351084.627220 + Penalty 5703.865470 = -14345380.761750
  nChanged 38
		SP:Iteration 39Q (7449.190000 sec): 3 clusters
  Score: Raw -14351094.525028 + Penalty 5703.865470 = -14345390.659558
  nChanged 46
		SP:Iteration 40F (7449.530000 sec): 3 clusters
  Score: Raw -14351104.740716 + Penalty 5703.865470 = -14345400.875246
  nChanged 32
		SP:Iteration 41Q (7449.780000 sec): 3 clusters
  Score: Raw -14351114.063294 + Penalty 5703.865470 = -14345410.197824
  nChanged 26
		SP:Iteration 42Q (7450.020000 sec): 3 clusters
  Score: Raw -14351120.933941 + Penalty 5703.865470 = -14345417.068471
  nChanged 28
		SP:Iteration 43Q (7450.270000 sec): 3 clusters
  Score: Raw -14351127.158196 + Penalty 5703.865470 = -14345423.292726
  nChanged 24
		SP:Iteration 44Q (7450.520000 sec): 3 clusters
  Score: Raw -14351131.879830 + Penalty 5703.865470 = -14345428.014360
  nChanged 26
		SP:Iteration 45Q (7450.760000 sec): 3 clusters
  Score: Raw -14351137.019322 + Penalty 5703.865470 = -14345433.153852
  nChanged 18
		SP:Iteration 46Q (7451.010000 sec): 3 clusters
  Score: Raw -14351140.897517 + Penalty 5703.865470 = -14345437.032046
  nChanged 15
		SP:Iteration 47Q (7451.260000 sec): 3 clusters
  Score: Raw -14351143.805500 + Penalty 5703.865470 = -14345439.940030
  nChanged 13
		SP:Iteration 48Q (7451.510000 sec): 3 clusters
  Score: Raw -14351146.192025 + Penalty 5703.865470 = -14345442.326555
  nChanged 10
		SP:Iteration 49Q (7451.760000 sec): 3 clusters
  Score: Raw -14351148.102863 + Penalty 5703.865470 = -14345444.237393
  nChanged 6
		SP:Iteration 50Q (7452.000000 sec): 3 clusters
  Score: Raw -14351149.563274 + Penalty 5703.865470 = -14345445.697804
  nChanged 7
		SP:Iteration 51Q (7452.250000 sec): 3 clusters
  Score: Raw -14351150.937677 + Penalty 5703.865470 = -14345447.072207
  nChanged 13
		SP:Iteration 52Q (7452.500000 sec): 3 clusters
  Score: Raw -14351153.103870 + Penalty 5703.865470 = -14345449.238400
  nChanged 6
		SP:Iteration 53Q (7452.740000 sec): 3 clusters
  Score: Raw -14351154.328390 + Penalty 5703.865470 = -14345450.462920
  nChanged 8
		SP:Iteration 54Q (7452.990000 sec): 3 clusters
  Score: Raw -14351156.067025 + Penalty 5703.865470 = -14345452.201555
  nChanged 8
		SP:Iteration 55Q (7453.240000 sec): 3 clusters
  Score: Raw -14351158.102570 + Penalty 5703.865470 = -14345454.237100
  nChanged 17
		SP:Iteration 56Q (7453.480000 sec): 3 clusters
  Score: Raw -14351161.942860 + Penalty 5703.865470 = -14345458.077390
  nChanged 9
		SP:Iteration 57Q (7453.730000 sec): 3 clusters
  Score: Raw -14351163.907296 + Penalty 5703.865470 = -14345460.041826
  nChanged 11
		SP:Iteration 58Q (7453.980000 sec): 3 clusters
  Score: Raw -14351166.350601 + Penalty 5703.865470 = -14345462.485131
  nChanged 13
		SP:Iteration 59Q (7454.220000 sec): 3 clusters
  Score: Raw -14351168.269017 + Penalty 5703.865470 = -14345464.403546
  nChanged 9
		SP:Iteration 60F (7454.560000 sec): 3 clusters
  Score: Raw -14351170.082020 + Penalty 5703.865470 = -14345466.216550
  nChanged 7
		SP:Iteration 61Q (7454.810000 sec): 3 clusters
  Score: Raw -14351171.941731 + Penalty 5703.865470 = -14345468.076261
  nChanged 8
		SP:Iteration 62Q (7455.050000 sec): 3 clusters
  Score: Raw -14351173.670474 + Penalty 5703.865470 = -14345469.805004
  nChanged 5
		SP:Iteration 63Q (7455.300000 sec): 3 clusters
  Score: Raw -14351174.758557 + Penalty 5703.865470 = -14345470.893087
  nChanged 5
		SP:Iteration 64Q (7455.540000 sec): 3 clusters
  Score: Raw -14351175.715598 + Penalty 5703.865470 = -14345471.850128
  nChanged 8
		SP:Iteration 65Q (7455.790000 sec): 3 clusters
  Score: Raw -14351177.336734 + Penalty 5703.865470 = -14345473.471264
  nChanged 8
		SP:Iteration 66Q (7456.040000 sec): 3 clusters
  Score: Raw -14351178.706853 + Penalty 5703.865470 = -14345474.841383
  nChanged 6
		SP:Iteration 67Q (7456.280000 sec): 3 clusters
  Score: Raw -14351179.826686 + Penalty 5703.865470 = -14345475.961216
  nChanged 1
		SP:Iteration 68Q (7456.530000 sec): 3 clusters
  Score: Raw -14351180.072823 + Penalty 5703.865470 = -14345476.207353
  nChanged 3
		SP:Iteration 69Q (7456.780000 sec): 3 clusters
  Score: Raw -14351180.598409 + Penalty 5703.865470 = -14345476.732939
  nChanged 1
		SP:Iteration 70Q (7457.020000 sec): 3 clusters
  Score: Raw -14351181.164036 + Penalty 5703.865470 = -14345477.298565
  nChanged 4
		SP:Iteration 71Q (7457.270000 sec): 3 clusters
  Score: Raw -14351181.855285 + Penalty 5703.865470 = -14345477.989815
  nChanged 5
		SP:Iteration 72Q (7457.510000 sec): 3 clusters
  Score: Raw -14351182.586364 + Penalty 5703.865470 = -14345478.720894
  nChanged 2
		SP:Iteration 73Q (7457.760000 sec): 3 clusters
  Score: Raw -14351183.006832 + Penalty 5703.865470 = -14345479.141361
  nChanged 2
		SP:Iteration 74Q (7458.010000 sec): 3 clusters
  Score: Raw -14351183.412617 + Penalty 5703.865470 = -14345479.547147
  nChanged 3
		SP:Iteration 75Q (7458.250000 sec): 3 clusters
  Score: Raw -14351184.078541 + Penalty 5703.865470 = -14345480.213071
  nChanged 6
		SP:Iteration 76Q (7458.500000 sec): 3 clusters
  Score: Raw -14351185.813472 + Penalty 5703.865470 = -14345481.948002
  nChanged 7
		SP:Iteration 77Q (7458.750000 sec): 3 clusters
  Score: Raw -14351187.128877 + Penalty 5703.865470 = -14345483.263407
  nChanged 6
		SP:Iteration 78Q (7459.000000 sec): 3 clusters
  Score: Raw -14351188.094653 + Penalty 5703.865470 = -14345484.229183
  nChanged 3
		SP:Iteration 79Q (7459.240000 sec): 3 clusters
  Score: Raw -14351188.946561 + Penalty 5703.865470 = -14345485.081091
  nChanged 3
		SP:Iteration 80F (7459.580000 sec): 3 clusters
  Score: Raw -14351189.548635 + Penalty 5703.865470 = -14345485.683165
  nChanged 4
		SP:Iteration 81Q (7459.830000 sec): 3 clusters
  Score: Raw -14351190.879184 + Penalty 5703.865470 = -14345487.013714
  nChanged 7
		SP:Iteration 82Q (7460.070000 sec): 3 clusters
  Score: Raw -14351192.702030 + Penalty 5703.865470 = -14345488.836560
  nChanged 5
		SP:Iteration 83Q (7460.320000 sec): 3 clusters
  Score: Raw -14351193.545474 + Penalty 5703.865470 = -14345489.680003
  nChanged 4
		SP:Iteration 84Q (7460.560000 sec): 3 clusters
  Score: Raw -14351194.217189 + Penalty 5703.865470 = -14345490.351719
  nChanged 4
		SP:Iteration 85Q (7460.810000 sec): 3 clusters
  Score: Raw -14351194.842766 + Penalty 5703.865470 = -14345490.977295
  nChanged 3
		SP:Iteration 86Q (7461.060000 sec): 3 clusters
  Score: Raw -14351195.191387 + Penalty 5703.865470 = -14345491.325916
  nChanged 4
		SP:Iteration 87Q (7461.300000 sec): 3 clusters
  Score: Raw -14351195.788654 + Penalty 5703.865470 = -14345491.923184
  nChanged 2
		SP:Iteration 88Q (7461.540000 sec): 3 clusters
  Score: Raw -14351195.979438 + Penalty 5703.865470 = -14345492.113968
  nChanged 1
		SP:Iteration 89Q (7461.790000 sec): 3 clusters
  Score: Raw -14351196.122130 + Penalty 5703.865470 = -14345492.256660
  nChanged 1
		SP:Iteration 90Q (7462.040000 sec): 3 clusters
  Score: Raw -14351196.215777 + Penalty 5703.865470 = -14345492.350307
  nChanged 1
		SP:Iteration 91Q (7462.280000 sec): 3 clusters
  Score: Raw -14351196.303275 + Penalty 5703.865470 = -14345492.437805
  nChanged 1
		SP:Iteration 92Q (7462.520000 sec): 3 clusters
  Score: Raw -14351196.514000 + Penalty 5703.865470 = -14345492.648530
  nChanged 1
		SP:Iteration 93Q (7462.770000 sec): 3 clusters
  Score: Raw -14351196.654667 + Penalty 5703.865470 = -14345492.789196
  nChanged 1
		SP:Iteration 94Q (7463.020000 sec): 3 clusters
  Score: Raw -14351196.800293 + Penalty 5703.865470 = -14345492.934823
  nChanged 1
		SP:Iteration 95Q (7463.270000 sec): 3 clusters
  Score: Raw -14351196.999516 + Penalty 5703.865470 = -14345493.134045
  nChanged 1
		SP:Iteration 96Q (7463.510000 sec): 3 clusters
  Score: Raw -14351197.160940 + Penalty 5703.865470 = -14345493.295469
  nChanged 2
		SP:Iteration 97Q (7463.750000 sec): 3 clusters
  Score: Raw -14351197.442694 + Penalty 5703.865470 = -14345493.577224
  nChanged 0
		SP:Iteration 98F (7464.090000 sec): 3 clusters
  Score: Raw -14351197.442694 + Penalty 5703.865470 = -14345493.577224
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7464.220000 sec): 2 clusters
  Score: Raw -5609970.362832 + Penalty 2603.148306 = -5607367.214527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7464.350000 sec): 3 clusters
  Score: Raw -5587778.951307 + Penalty 5206.296611 = -5582572.654696
  nChanged 16500
		SP:Iteration 1F (7464.470000 sec): 3 clusters
  Score: Raw -5596740.970702 + Penalty 5206.296611 = -5591534.674091
  nChanged 1591
		SP:Iteration 2Q (7464.600000 sec): 3 clusters
  Score: Raw -5597193.546452 + Penalty 5206.296611 = -5591987.249841
  nChanged 1394
		SP:Iteration 3Q (7464.730000 sec): 3 clusters
  Score: Raw -5597560.329698 + Penalty 5206.296611 = -5592354.033087
  nChanged 1252
		SP:Iteration 4Q (7464.860000 sec): 3 clusters
  Score: Raw -5597871.668835 + Penalty 5206.296611 = -5592665.372224
  nChanged 1148
		SP:Iteration 5Q (7464.990000 sec): 3 clusters
  Score: Raw -5598153.037803 + Penalty 5206.296611 = -5592946.741192
  nChanged 987
		SP:Iteration 6Q (7465.120000 sec): 3 clusters
  Score: Raw -5598379.627086 + Penalty 5206.296611 = -5593173.330475
  nChanged 965
		SP:Iteration 7Q (7465.250000 sec): 3 clusters
  Score: Raw -5598601.167417 + Penalty 5206.296611 = -5593394.870806
  nChanged 914
		SP:Iteration 8Q (7465.380000 sec): 3 clusters
  Score: Raw -5598818.073807 + Penalty 5206.296611 = -5593611.777196
  nChanged 935
		SP:Iteration 9Q (7465.500000 sec): 3 clusters
  Score: Raw -5599064.344956 + Penalty 5206.296611 = -5593858.048345
  nChanged 1048
		SP:Iteration 10Q (7465.630000 sec): 3 clusters
  Score: Raw -5599376.297456 + Penalty 5206.296611 = -5594170.000845
  nChanged 1168
		SP:Iteration 11Q (7465.760000 sec): 3 clusters
  Score: Raw -5599803.420441 + Penalty 5206.296611 = -5594597.123830
  nChanged 1401
		SP:Iteration 12Q (7465.890000 sec): 3 clusters
  Score: Raw -5600439.359698 + Penalty 5206.296611 = -5595233.063086
  nChanged 1731
		SP:Iteration 13Q (7466.020000 sec): 3 clusters
  Score: Raw -5601403.013934 + Penalty 5206.296611 = -5596196.717323
  nChanged 2020
		SP:Iteration 14F (7466.140000 sec): 3 clusters
  Score: Raw -5602738.538650 + Penalty 5206.296611 = -5597532.242039
  nChanged 2153
		SP:Iteration 15F (7466.270000 sec): 3 clusters
  Score: Raw -5604357.405775 + Penalty 5206.296611 = -5599151.109164
  nChanged 2061
		SP:Iteration 16F (7466.400000 sec): 3 clusters
  Score: Raw -5606057.998706 + Penalty 5206.296611 = -5600851.702095
  nChanged 1760
		SP:Iteration 17Q (7466.520000 sec): 3 clusters
  Score: Raw -5607558.311479 + Penalty 5206.296611 = -5602352.014868
  nChanged 1232
		SP:Iteration 18Q (7466.630000 sec): 3 clusters
  Score: Raw -5608628.914252 + Penalty 5206.296611 = -5603422.617640
  nChanged 842
		SP:Iteration 19Q (7466.740000 sec): 3 clusters
  Score: Raw -5609325.806551 + Penalty 5206.296611 = -5604119.509940
  nChanged 507
		SP:Iteration 20F (7466.860000 sec): 3 clusters
  Score: Raw -5609731.179876 + Penalty 5206.296611 = -5604524.883265
  nChanged 275
		SP:Iteration 21Q (7466.960000 sec): 3 clusters
  Score: Raw -5609969.779385 + Penalty 5206.296611 = -5604763.482774
  nChanged 150
		SP:Iteration 22Q (7467.050000 sec): 3 clusters
  Score: Raw -5610096.767354 + Penalty 5206.296611 = -5604890.470743
  nChanged 84
		SP:Iteration 23Q (7467.140000 sec): 3 clusters
  Score: Raw -5610183.137110 + Penalty 5206.296611 = -5604976.840499
  nChanged 60
		SP:Iteration 24Q (7467.230000 sec): 3 clusters
  Score: Raw -5610241.016836 + Penalty 5206.296611 = -5605034.720225
  nChanged 32
		SP:Iteration 25Q (7467.320000 sec): 3 clusters
  Score: Raw -5610270.003295 + Penalty 5206.296611 = -5605063.706684
  nChanged 19
		SP:Iteration 26Q (7467.410000 sec): 3 clusters
  Score: Raw -5610286.043055 + Penalty 5206.296611 = -5605079.746444
  nChanged 8
		SP:Iteration 27Q (7467.500000 sec): 3 clusters
  Score: Raw -5610294.731299 + Penalty 5206.296611 = -5605088.434688
  nChanged 11
		SP:Iteration 28Q (7467.580000 sec): 3 clusters
  Score: Raw -5610304.398509 + Penalty 5206.296611 = -5605098.101898
  nChanged 7
		SP:Iteration 29Q (7467.670000 sec): 3 clusters
  Score: Raw -5610311.296305 + Penalty 5206.296611 = -5605104.999694
  nChanged 6
		SP:Iteration 30Q (7467.760000 sec): 3 clusters
  Score: Raw -5610316.364210 + Penalty 5206.296611 = -5605110.067599
  nChanged 4
		SP:Iteration 31Q (7467.850000 sec): 3 clusters
  Score: Raw -5610318.989535 + Penalty 5206.296611 = -5605112.692924
  nChanged 1
		SP:Iteration 32Q (7467.940000 sec): 3 clusters
  Score: Raw -5610319.609510 + Penalty 5206.296611 = -5605113.312899
  nChanged 0
		SP:Iteration 33F (7468.070000 sec): 3 clusters
  Score: Raw -5610319.609510 + Penalty 5206.296611 = -5605113.312899
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7468.370000 sec): 2 clusters
  Score: Raw -14574617.490066 + Penalty 2851.864876 = -14571765.625190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7468.720000 sec): 3 clusters
  Score: Raw -14511408.834486 + Penalty 5703.729753 = -14505705.104733
  nChanged 46581
		SP:Iteration 1F (7469.070000 sec): 3 clusters
  Score: Raw -14537883.619798 + Penalty 5703.729753 = -14532179.890046
  nChanged 2818
		SP:Iteration 2Q (7469.410000 sec): 3 clusters
  Score: Raw -14538443.391718 + Penalty 5703.729753 = -14532739.661966
  nChanged 2753
		SP:Iteration 3Q (7469.770000 sec): 3 clusters
  Score: Raw -14539030.959644 + Penalty 5703.729753 = -14533327.229892
  nChanged 2790
		SP:Iteration 4Q (7470.120000 sec): 3 clusters
  Score: Raw -14539735.619759 + Penalty 5703.729753 = -14534031.890006
  nChanged 3073
		SP:Iteration 5Q (7470.470000 sec): 3 clusters
  Score: Raw -14540666.715496 + Penalty 5703.729753 = -14534962.985744
  nChanged 3458
		SP:Iteration 6Q (7470.830000 sec): 3 clusters
  Score: Raw -14541945.055915 + Penalty 5703.729753 = -14536241.326163
  nChanged 3996
		SP:Iteration 7Q (7471.180000 sec): 3 clusters
  Score: Raw -14543702.923597 + Penalty 5703.729753 = -14537999.193844
  nChanged 4526
		SP:Iteration 8Q (7471.530000 sec): 3 clusters
  Score: Raw -14545943.109725 + Penalty 5703.729753 = -14540239.379972
  nChanged 4826
		SP:Iteration 9Q (7471.880000 sec): 3 clusters
  Score: Raw -14548458.376088 + Penalty 5703.729753 = -14542754.646335
  nChanged 4983
		SP:Iteration 10F (7472.230000 sec): 3 clusters
  Score: Raw -14551168.851940 + Penalty 5703.729753 = -14545465.122187
  nChanged 4934
		SP:Iteration 11F (7472.570000 sec): 3 clusters
  Score: Raw -14553897.930299 + Penalty 5703.729753 = -14548194.200546
  nChanged 4830
		SP:Iteration 12Q (7472.910000 sec): 3 clusters
  Score: Raw -14556622.474908 + Penalty 5703.729753 = -14550918.745156
  nChanged 4753
		SP:Iteration 13Q (7473.260000 sec): 3 clusters
  Score: Raw -14559337.301875 + Penalty 5703.729753 = -14553633.572122
  nChanged 4692
		SP:Iteration 14Q (7473.590000 sec): 3 clusters
  Score: Raw -14562073.050869 + Penalty 5703.729753 = -14556369.321117
  nChanged 4637
		SP:Iteration 15Q (7473.920000 sec): 3 clusters
  Score: Raw -14564870.410193 + Penalty 5703.729753 = -14559166.680440
  nChanged 4269
		SP:Iteration 16Q (7474.240000 sec): 3 clusters
  Score: Raw -14567445.739690 + Penalty 5703.729753 = -14561742.009938
  nChanged 3681
		SP:Iteration 17Q (7474.550000 sec): 3 clusters
  Score: Raw -14569644.444080 + Penalty 5703.729753 = -14563940.714327
  nChanged 2942
		SP:Iteration 18Q (7474.850000 sec): 3 clusters
  Score: Raw -14571412.361520 + Penalty 5703.729753 = -14565708.631768
  nChanged 2222
		SP:Iteration 19Q (7475.130000 sec): 3 clusters
  Score: Raw -14572724.587020 + Penalty 5703.729753 = -14567020.857268
  nChanged 1552
		SP:Iteration 20F (7475.470000 sec): 3 clusters
  Score: Raw -14573601.373826 + Penalty 5703.729753 = -14567897.644073
  nChanged 1035
		SP:Iteration 21Q (7475.740000 sec): 3 clusters
  Score: Raw -14574151.636814 + Penalty 5703.729753 = -14568447.907061
  nChanged 673
		SP:Iteration 22Q (7476.010000 sec): 3 clusters
  Score: Raw -14574489.795831 + Penalty 5703.729753 = -14568786.066078
  nChanged 448
		SP:Iteration 23Q (7476.270000 sec): 3 clusters
  Score: Raw -14574700.835849 + Penalty 5703.729753 = -14568997.106097
  nChanged 322
		SP:Iteration 24Q (7476.520000 sec): 3 clusters
  Score: Raw -14574842.938638 + Penalty 5703.729753 = -14569139.208885
  nChanged 238
		SP:Iteration 25Q (7476.770000 sec): 3 clusters
  Score: Raw -14574942.652034 + Penalty 5703.729753 = -14569238.922282
  nChanged 166
		SP:Iteration 26Q (7477.020000 sec): 3 clusters
  Score: Raw -14575009.174932 + Penalty 5703.729753 = -14569305.445179
  nChanged 130
		SP:Iteration 27Q (7477.270000 sec): 3 clusters
  Score: Raw -14575065.322514 + Penalty 5703.729753 = -14569361.592761
  nChanged 107
		SP:Iteration 28Q (7477.520000 sec): 3 clusters
  Score: Raw -14575106.518683 + Penalty 5703.729753 = -14569402.788931
  nChanged 74
		SP:Iteration 29Q (7477.770000 sec): 3 clusters
  Score: Raw -14575131.492338 + Penalty 5703.729753 = -14569427.762586
  nChanged 52
		SP:Iteration 30Q (7478.010000 sec): 3 clusters
  Score: Raw -14575149.708173 + Penalty 5703.729753 = -14569445.978421
  nChanged 41
		SP:Iteration 31Q (7478.260000 sec): 3 clusters
  Score: Raw -14575163.236760 + Penalty 5703.729753 = -14569459.507007
  nChanged 32
		SP:Iteration 32Q (7478.510000 sec): 3 clusters
  Score: Raw -14575175.113292 + Penalty 5703.729753 = -14569471.383540
  nChanged 23
		SP:Iteration 33Q (7478.750000 sec): 3 clusters
  Score: Raw -14575181.910407 + Penalty 5703.729753 = -14569478.180654
  nChanged 22
		SP:Iteration 34Q (7479.000000 sec): 3 clusters
  Score: Raw -14575189.121219 + Penalty 5703.729753 = -14569485.391466
  nChanged 21
		SP:Iteration 35Q (7479.250000 sec): 3 clusters
  Score: Raw -14575196.013172 + Penalty 5703.729753 = -14569492.283419
  nChanged 24
		SP:Iteration 36Q (7479.490000 sec): 3 clusters
  Score: Raw -14575203.770989 + Penalty 5703.729753 = -14569500.041237
  nChanged 25
		SP:Iteration 37Q (7479.740000 sec): 3 clusters
  Score: Raw -14575213.393415 + Penalty 5703.729753 = -14569509.663662
  nChanged 21
		SP:Iteration 38Q (7479.980000 sec): 3 clusters
  Score: Raw -14575221.899250 + Penalty 5703.729753 = -14569518.169498
  nChanged 13
		SP:Iteration 39Q (7480.230000 sec): 3 clusters
  Score: Raw -14575226.540864 + Penalty 5703.729753 = -14569522.811111
  nChanged 14
		SP:Iteration 40F (7480.570000 sec): 3 clusters
  Score: Raw -14575230.680927 + Penalty 5703.729753 = -14569526.951174
  nChanged 5
		SP:Iteration 41Q (7480.820000 sec): 3 clusters
  Score: Raw -14575232.861617 + Penalty 5703.729753 = -14569529.131865
  nChanged 10
		SP:Iteration 42Q (7481.070000 sec): 3 clusters
  Score: Raw -14575236.304059 + Penalty 5703.729753 = -14569532.574306
  nChanged 12
		SP:Iteration 43Q (7481.310000 sec): 3 clusters
  Score: Raw -14575239.969292 + Penalty 5703.729753 = -14569536.239540
  nChanged 11
		SP:Iteration 44Q (7481.560000 sec): 3 clusters
  Score: Raw -14575245.301971 + Penalty 5703.729753 = -14569541.572219
  nChanged 12
		SP:Iteration 45Q (7481.800000 sec): 3 clusters
  Score: Raw -14575249.694869 + Penalty 5703.729753 = -14569545.965117
  nChanged 12
		SP:Iteration 46Q (7482.050000 sec): 3 clusters
  Score: Raw -14575253.595583 + Penalty 5703.729753 = -14569549.865830
  nChanged 9
		SP:Iteration 47Q (7482.290000 sec): 3 clusters
  Score: Raw -14575256.931822 + Penalty 5703.729753 = -14569553.202069
  nChanged 10
		SP:Iteration 48Q (7482.530000 sec): 3 clusters
  Score: Raw -14575261.230814 + Penalty 5703.729753 = -14569557.501062
  nChanged 13
		SP:Iteration 49Q (7482.780000 sec): 3 clusters
  Score: Raw -14575266.418633 + Penalty 5703.729753 = -14569562.688881
  nChanged 12
		SP:Iteration 50Q (7483.020000 sec): 3 clusters
  Score: Raw -14575270.230663 + Penalty 5703.729753 = -14569566.500910
  nChanged 10
		SP:Iteration 51Q (7483.270000 sec): 3 clusters
  Score: Raw -14575273.511038 + Penalty 5703.729753 = -14569569.781286
  nChanged 6
		SP:Iteration 52Q (7483.510000 sec): 3 clusters
  Score: Raw -14575275.353594 + Penalty 5703.729753 = -14569571.623842
  nChanged 7
		SP:Iteration 53Q (7483.750000 sec): 3 clusters
  Score: Raw -14575277.034151 + Penalty 5703.729753 = -14569573.304399
  nChanged 3
		SP:Iteration 54Q (7483.990000 sec): 3 clusters
  Score: Raw -14575277.496518 + Penalty 5703.729753 = -14569573.766766
  nChanged 1
		SP:Iteration 55Q (7484.230000 sec): 3 clusters
  Score: Raw -14575277.689605 + Penalty 5703.729753 = -14569573.959853
  nChanged 2
		SP:Iteration 56Q (7484.480000 sec): 3 clusters
  Score: Raw -14575278.142754 + Penalty 5703.729753 = -14569574.413001
  nChanged 0
		SP:Iteration 57F (7484.820000 sec): 3 clusters
  Score: Raw -14575278.142754 + Penalty 5703.729753 = -14569574.413001
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7484.850000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7484.850000 sec): 3 clusters
  Score: Raw -22183.135075 + Penalty 2547.356025 = -19635.779050
  nChanged 4
		SP:Iteration 1Q (7484.860000 sec): 3 clusters
  Score: Raw -22197.507487 + Penalty 2547.356025 = -19650.151462
  nChanged 1
		SP:Iteration 2Q (7484.860000 sec): 3 clusters
  Score: Raw -22200.672045 + Penalty 2547.356025 = -19653.316020
  nChanged 0
		SP:Iteration 3F (7484.860000 sec): 3 clusters
  Score: Raw -22200.672045 + Penalty 2547.356025 = -19653.316020
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51080 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7485.020000 sec): 2 clusters
  Score: Raw -7501320.762395 + Penalty 2688.604781 = -7498632.157614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7485.200000 sec): 3 clusters
  Score: Raw -7469640.610523 + Penalty 5377.209562 = -7464263.400962
  nChanged 23522
		SP:Iteration 1F (7485.370000 sec): 3 clusters
  Score: Raw -7482522.998371 + Penalty 5377.209562 = -7477145.788810
  nChanged 2081
		SP:Iteration 2Q (7485.560000 sec): 3 clusters
  Score: Raw -7483102.366350 + Penalty 5377.209562 = -7477725.156788
  nChanged 2002
		SP:Iteration 3Q (7485.740000 sec): 3 clusters
  Score: Raw -7483692.685192 + Penalty 5377.209562 = -7478315.475630
  nChanged 1961
		SP:Iteration 4Q (7485.920000 sec): 3 clusters
  Score: Raw -7484385.727646 + Penalty 5377.209562 = -7479008.518084
  nChanged 2247
		SP:Iteration 5Q (7486.110000 sec): 3 clusters
  Score: Raw -7485329.483265 + Penalty 5377.209562 = -7479952.273703
  nChanged 2508
		SP:Iteration 6Q (7486.290000 sec): 3 clusters
  Score: Raw -7486585.035219 + Penalty 5377.209562 = -7481207.825657
  nChanged 3060
		SP:Iteration 7F (7486.470000 sec): 3 clusters
  Score: Raw -7488518.744089 + Penalty 5377.209562 = -7483141.534527
  nChanged 3553
		SP:Iteration 8F (7486.640000 sec): 3 clusters
  Score: Raw -7491190.281332 + Penalty 5377.209562 = -7485813.071770
  nChanged 3685
		SP:Iteration 9F (7486.820000 sec): 3 clusters
  Score: Raw -7494320.925799 + Penalty 5377.209562 = -7488943.716237
  nChanged 3203
		SP:Iteration 10F (7487.000000 sec): 3 clusters
  Score: Raw -7497266.511773 + Penalty 5377.209562 = -7491889.302212
  nChanged 2245
		SP:Iteration 11Q (7487.170000 sec): 3 clusters
  Score: Raw -7499378.530095 + Penalty 5377.209562 = -7494001.320533
  nChanged 1224
		SP:Iteration 12Q (7487.320000 sec): 3 clusters
  Score: Raw -7500553.336972 + Penalty 5377.209562 = -7495176.127410
  nChanged 568
		SP:Iteration 13Q (7487.460000 sec): 3 clusters
  Score: Raw -7501111.386800 + Penalty 5377.209562 = -7495734.177238
  nChanged 294
		SP:Iteration 14Q (7487.590000 sec): 3 clusters
  Score: Raw -7501388.557118 + Penalty 5377.209562 = -7496011.347556
  nChanged 168
		SP:Iteration 15Q (7487.730000 sec): 3 clusters
  Score: Raw -7501531.963866 + Penalty 5377.209562 = -7496154.754305
  nChanged 106
		SP:Iteration 16Q (7487.860000 sec): 3 clusters
  Score: Raw -7501607.866346 + Penalty 5377.209562 = -7496230.656784
  nChanged 59
		SP:Iteration 17Q (7487.980000 sec): 3 clusters
  Score: Raw -7501653.273768 + Penalty 5377.209562 = -7496276.064206
  nChanged 38
		SP:Iteration 18Q (7488.110000 sec): 3 clusters
  Score: Raw -7501674.518375 + Penalty 5377.209562 = -7496297.308813
  nChanged 25
		SP:Iteration 19Q (7488.230000 sec): 3 clusters
  Score: Raw -7501687.356088 + Penalty 5377.209562 = -7496310.146526
  nChanged 14
		SP:Iteration 20F (7488.410000 sec): 3 clusters
  Score: Raw -7501694.072371 + Penalty 5377.209562 = -7496316.862809
  nChanged 11
		SP:Iteration 21Q (7488.530000 sec): 3 clusters
  Score: Raw -7501699.433356 + Penalty 5377.209562 = -7496322.223794
  nChanged 10
		SP:Iteration 22Q (7488.650000 sec): 3 clusters
  Score: Raw -7501702.941952 + Penalty 5377.209562 = -7496325.732390
  nChanged 9
		SP:Iteration 23Q (7488.780000 sec): 3 clusters
  Score: Raw -7501707.689572 + Penalty 5377.209562 = -7496330.480010
  nChanged 7
		SP:Iteration 24Q (7488.900000 sec): 3 clusters
  Score: Raw -7501711.746261 + Penalty 5377.209562 = -7496334.536699
  nChanged 7
		SP:Iteration 25Q (7489.030000 sec): 3 clusters
  Score: Raw -7501715.516484 + Penalty 5377.209562 = -7496338.306922
  nChanged 7
		SP:Iteration 26Q (7489.150000 sec): 3 clusters
  Score: Raw -7501719.537173 + Penalty 5377.209562 = -7496342.327612
  nChanged 7
		SP:Iteration 27Q (7489.270000 sec): 3 clusters
  Score: Raw -7501723.513608 + Penalty 5377.209562 = -7496346.304046
  nChanged 8
		SP:Iteration 28Q (7489.400000 sec): 3 clusters
  Score: Raw -7501728.359850 + Penalty 5377.209562 = -7496351.150288
  nChanged 6
		SP:Iteration 29Q (7489.520000 sec): 3 clusters
  Score: Raw -7501732.462690 + Penalty 5377.209562 = -7496355.253128
  nChanged 5
		SP:Iteration 30Q (7489.640000 sec): 3 clusters
  Score: Raw -7501735.625367 + Penalty 5377.209562 = -7496358.415805
  nChanged 5
		SP:Iteration 31Q (7489.770000 sec): 3 clusters
  Score: Raw -7501738.205177 + Penalty 5377.209562 = -7496360.995615
  nChanged 4
		SP:Iteration 32Q (7489.890000 sec): 3 clusters
  Score: Raw -7501739.675480 + Penalty 5377.209562 = -7496362.465918
  nChanged 3
		SP:Iteration 33Q (7490.010000 sec): 3 clusters
  Score: Raw -7501741.773571 + Penalty 5377.209562 = -7496364.564009
  nChanged 3
		SP:Iteration 34Q (7490.140000 sec): 3 clusters
  Score: Raw -7501743.471396 + Penalty 5377.209562 = -7496366.261834
  nChanged 0
		SP:Iteration 35F (7490.310000 sec): 3 clusters
  Score: Raw -7501743.471396 + Penalty 5377.209562 = -7496366.261834
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7490.340000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7490.340000 sec): 3 clusters
  Score: Raw -76027.144068 + Penalty 3043.240186 = -72983.903882
  nChanged 106
		SP:Iteration 1F (7490.340000 sec): 3 clusters
  Score: Raw -76285.306979 + Penalty 3043.240186 = -73242.066793
  nChanged 41
		SP:Iteration 2F (7490.340000 sec): 3 clusters
  Score: Raw -76411.303630 + Penalty 3043.240186 = -73368.063444
  nChanged 32
		SP:Iteration 3F (7490.340000 sec): 3 clusters
  Score: Raw -76523.138475 + Penalty 3043.240186 = -73479.898289
  nChanged 22
		SP:Iteration 4Q (7490.350000 sec): 3 clusters
  Score: Raw -76609.671224 + Penalty 3043.240186 = -73566.431038
  nChanged 16
		SP:Iteration 5Q (7490.350000 sec): 3 clusters
  Score: Raw -76714.644423 + Penalty 3043.240186 = -73671.404237
  nChanged 21
		SP:Iteration 6Q (7490.350000 sec): 3 clusters
  Score: Raw -76784.828829 + Penalty 3043.240186 = -73741.588643
  nChanged 11
		SP:Iteration 7Q (7490.350000 sec): 3 clusters
  Score: Raw -76837.001502 + Penalty 3043.240186 = -73793.761316
  nChanged 8
		SP:Iteration 8Q (7490.350000 sec): 3 clusters
  Score: Raw -76885.279079 + Penalty 3043.240186 = -73842.038893
  nChanged 4
		SP:Iteration 9Q (7490.350000 sec): 3 clusters
  Score: Raw -76901.149602 + Penalty 3043.240186 = -73857.909416
  nChanged 1
		SP:Iteration 10Q (7490.350000 sec): 3 clusters
  Score: Raw -76913.076011 + Penalty 3043.240186 = -73869.835825
  nChanged 1
		SP:Iteration 11Q (7490.350000 sec): 3 clusters
  Score: Raw -76926.115734 + Penalty 3043.240186 = -73882.875548
  nChanged 1
		SP:Iteration 12Q (7490.350000 sec): 3 clusters
  Score: Raw -76934.056745 + Penalty 3043.240186 = -73890.816559
  nChanged 0
		SP:Iteration 13F (7490.360000 sec): 3 clusters
  Score: Raw -76934.056745 + Penalty 3043.240186 = -73890.816559
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7490.360000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7490.360000 sec): 3 clusters
  Score: Raw -68278.900586 + Penalty 3055.958832 = -65222.941754
  nChanged 76
		SP:Iteration 1F (7490.370000 sec): 3 clusters
  Score: Raw -68429.083357 + Penalty 3055.958832 = -65373.124526
  nChanged 18
		SP:Iteration 2Q (7490.370000 sec): 3 clusters
  Score: Raw -68478.231981 + Penalty 3055.958832 = -65422.273149
  nChanged 10
		SP:Iteration 3Q (7490.370000 sec): 3 clusters
  Score: Raw -68498.914966 + Penalty 3055.958832 = -65442.956135
  nChanged 12
		SP:Iteration 4Q (7490.370000 sec): 3 clusters
  Score: Raw -68533.959799 + Penalty 3055.958832 = -65478.000967
  nChanged 11
		SP:Iteration 5Q (7490.370000 sec): 3 clusters
  Score: Raw -68559.433195 + Penalty 3055.958832 = -65503.474364
  nChanged 5
		SP:Iteration 6Q (7490.370000 sec): 3 clusters
  Score: Raw -68567.994017 + Penalty 3055.958832 = -65512.035185
  nChanged 4
		SP:Iteration 7Q (7490.370000 sec): 3 clusters
  Score: Raw -68574.535361 + Penalty 3055.958832 = -65518.576530
  nChanged 2
		SP:Iteration 8Q (7490.370000 sec): 3 clusters
  Score: Raw -68580.367646 + Penalty 3055.958832 = -65524.408814
  nChanged 3
		SP:Iteration 9Q (7490.380000 sec): 3 clusters
  Score: Raw -68586.462242 + Penalty 3055.958832 = -65530.503410
  nChanged 3
		SP:Iteration 10Q (7490.380000 sec): 3 clusters
  Score: Raw -68599.069182 + Penalty 3055.958832 = -65543.110351
  nChanged 5
		SP:Iteration 11Q (7490.380000 sec): 3 clusters
  Score: Raw -68612.789098 + Penalty 3055.958832 = -65556.830266
  nChanged 4
		SP:Iteration 12Q (7490.380000 sec): 3 clusters
  Score: Raw -68620.608761 + Penalty 3055.958832 = -65564.649930
  nChanged 1
		SP:Iteration 13Q (7490.380000 sec): 3 clusters
  Score: Raw -68621.942033 + Penalty 3055.958832 = -65565.983201
  nChanged 0
		SP:Iteration 14F (7490.390000 sec): 3 clusters
  Score: Raw -68621.942033 + Penalty 3055.958832 = -65565.983201
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (268325 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7491.220000 sec): 2 clusters
  Score: Raw -39706691.156725 + Penalty 3099.988644 = -39703591.168080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7492.160000 sec): 3 clusters
  Score: Raw -39529815.965747 + Penalty 6199.977289 = -39523615.988458
  nChanged 129475
		SP:Iteration 1F (7493.100000 sec): 3 clusters
  Score: Raw -39606006.894881 + Penalty 6199.977289 = -39599806.917592
  nChanged 6765
		SP:Iteration 2Q (7494.050000 sec): 3 clusters
  Score: Raw -39607424.505726 + Penalty 6199.977289 = -39601224.528437
  nChanged 7979
		SP:Iteration 3Q (7495.020000 sec): 3 clusters
  Score: Raw -39609605.113202 + Penalty 6199.977289 = -39603405.135913
  nChanged 10298
		SP:Iteration 4Q (7495.980000 sec): 3 clusters
  Score: Raw -39613515.507974 + Penalty 6199.977289 = -39607315.530685
  nChanged 14451
		SP:Iteration 5F (7496.920000 sec): 3 clusters
  Score: Raw -39621059.839661 + Penalty 6199.977289 = -39614859.862372
  nChanged 19971
		SP:Iteration 6F (7497.860000 sec): 3 clusters
  Score: Raw -39634906.238073 + Penalty 6199.977289 = -39628706.260784
  nChanged 24511
		SP:Iteration 7F (7498.790000 sec): 3 clusters
  Score: Raw -39656294.233477 + Penalty 6199.977289 = -39650094.256188
  nChanged 24366
		SP:Iteration 8F (7499.720000 sec): 3 clusters
  Score: Raw -39680524.362777 + Penalty 6199.977289 = -39674324.385489
  nChanged 16671
		SP:Iteration 9F (7500.660000 sec): 3 clusters
  Score: Raw -39697462.250589 + Penalty 6199.977289 = -39691262.273301
  nChanged 7156
		SP:Iteration 10Q (7501.480000 sec): 3 clusters
  Score: Raw -39704442.731286 + Penalty 6199.977289 = -39698242.753997
  nChanged 1986
		SP:Iteration 11Q (7502.220000 sec): 3 clusters
  Score: Raw -39706307.893319 + Penalty 6199.977289 = -39700107.916030
  nChanged 391
		SP:Iteration 12Q (7502.890000 sec): 3 clusters
  Score: Raw -39706731.627242 + Penalty 6199.977289 = -39700531.649953
  nChanged 98
		SP:Iteration 13Q (7503.540000 sec): 3 clusters
  Score: Raw -39706881.984049 + Penalty 6199.977289 = -39700682.006761
  nChanged 37
		SP:Iteration 14Q (7504.180000 sec): 3 clusters
  Score: Raw -39706958.578205 + Penalty 6199.977289 = -39700758.600916
  nChanged 20
		SP:Iteration 15Q (7504.820000 sec): 3 clusters
  Score: Raw -39706999.063640 + Penalty 6199.977289 = -39700799.086351
  nChanged 12
		SP:Iteration 16Q (7505.460000 sec): 3 clusters
  Score: Raw -39707021.775609 + Penalty 6199.977289 = -39700821.798320
  nChanged 5
		SP:Iteration 17Q (7506.100000 sec): 3 clusters
  Score: Raw -39707029.747116 + Penalty 6199.977289 = -39700829.769828
  nChanged 3
		SP:Iteration 18Q (7506.740000 sec): 3 clusters
  Score: Raw -39707037.299693 + Penalty 6199.977289 = -39700837.322404
  nChanged 1
		SP:Iteration 19Q (7507.380000 sec): 3 clusters
  Score: Raw -39707039.030435 + Penalty 6199.977289 = -39700839.053146
  nChanged 0
		SP:Iteration 20F (7508.300000 sec): 3 clusters
  Score: Raw -39707039.030435 + Penalty 6199.977289 = -39700839.053146
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33593 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7508.480000 sec): 2 clusters
  Score: Raw -5134675.926099 + Penalty 2584.674102 = -5132091.251997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7508.600000 sec): 3 clusters
  Score: Raw -5114322.296626 + Penalty 5169.348203 = -5109152.948422
  nChanged 15135
		SP:Iteration 1F (7508.720000 sec): 3 clusters
  Score: Raw -5122651.679313 + Penalty 5169.348203 = -5117482.331110
  nChanged 1414
		SP:Iteration 2Q (7508.840000 sec): 3 clusters
  Score: Raw -5123039.443782 + Penalty 5169.348203 = -5117870.095578
  nChanged 1175
		SP:Iteration 3Q (7508.960000 sec): 3 clusters
  Score: Raw -5123332.876917 + Penalty 5169.348203 = -5118163.528714
  nChanged 1067
		SP:Iteration 4Q (7509.080000 sec): 3 clusters
  Score: Raw -5123593.055838 + Penalty 5169.348203 = -5118423.707635
  nChanged 971
		SP:Iteration 5Q (7509.200000 sec): 3 clusters
  Score: Raw -5123826.886791 + Penalty 5169.348203 = -5118657.538587
  nChanged 918
		SP:Iteration 6Q (7509.320000 sec): 3 clusters
  Score: Raw -5124071.196716 + Penalty 5169.348203 = -5118901.848513
  nChanged 946
		SP:Iteration 7Q (7509.440000 sec): 3 clusters
  Score: Raw -5124361.270231 + Penalty 5169.348203 = -5119191.922028
  nChanged 1072
		SP:Iteration 8Q (7509.560000 sec): 3 clusters
  Score: Raw -5124747.355104 + Penalty 5169.348203 = -5119578.006900
  nChanged 1290
		SP:Iteration 9Q (7509.680000 sec): 3 clusters
  Score: Raw -5125304.452808 + Penalty 5169.348203 = -5120135.104605
  nChanged 1567
		SP:Iteration 10Q (7509.800000 sec): 3 clusters
  Score: Raw -5126140.245510 + Penalty 5169.348203 = -5120970.897306
  nChanged 1959
		SP:Iteration 11F (7509.920000 sec): 3 clusters
  Score: Raw -5127419.830949 + Penalty 5169.348203 = -5122250.482745
  nChanged 2231
		SP:Iteration 12F (7510.030000 sec): 3 clusters
  Score: Raw -5129175.225434 + Penalty 5169.348203 = -5124005.877230
  nChanged 2229
		SP:Iteration 13F (7510.150000 sec): 3 clusters
  Score: Raw -5131146.983473 + Penalty 5169.348203 = -5125977.635270
  nChanged 1804
		SP:Iteration 14F (7510.260000 sec): 3 clusters
  Score: Raw -5132834.594154 + Penalty 5169.348203 = -5127665.245950
  nChanged 1173
		SP:Iteration 15Q (7510.370000 sec): 3 clusters
  Score: Raw -5133956.887753 + Penalty 5169.348203 = -5128787.539549
  nChanged 543
		SP:Iteration 16Q (7510.460000 sec): 3 clusters
  Score: Raw -5134481.850442 + Penalty 5169.348203 = -5129312.502239
  nChanged 232
		SP:Iteration 17Q (7510.560000 sec): 3 clusters
  Score: Raw -5134717.511055 + Penalty 5169.348203 = -5129548.162852
  nChanged 92
		SP:Iteration 18Q (7510.640000 sec): 3 clusters
  Score: Raw -5134826.817195 + Penalty 5169.348203 = -5129657.468991
  nChanged 49
		SP:Iteration 19Q (7510.720000 sec): 3 clusters
  Score: Raw -5134895.236932 + Penalty 5169.348203 = -5129725.888728
  nChanged 27
		SP:Iteration 20F (7510.840000 sec): 3 clusters
  Score: Raw -5134935.183085 + Penalty 5169.348203 = -5129765.834881
  nChanged 17
		SP:Iteration 21Q (7510.920000 sec): 3 clusters
  Score: Raw -5134961.010974 + Penalty 5169.348203 = -5129791.662771
  nChanged 10
		SP:Iteration 22Q (7511.010000 sec): 3 clusters
  Score: Raw -5134981.878092 + Penalty 5169.348203 = -5129812.529889
  nChanged 9
		SP:Iteration 23Q (7511.090000 sec): 3 clusters
  Score: Raw -5134995.389713 + Penalty 5169.348203 = -5129826.041509
  nChanged 4
		SP:Iteration 24Q (7511.170000 sec): 3 clusters
  Score: Raw -5135000.415091 + Penalty 5169.348203 = -5129831.066887
  nChanged 1
		SP:Iteration 25Q (7511.250000 sec): 3 clusters
  Score: Raw -5135001.222325 + Penalty 5169.348203 = -5129831.874121
  nChanged 2
		SP:Iteration 26Q (7511.330000 sec): 3 clusters
  Score: Raw -5135003.334476 + Penalty 5169.348203 = -5129833.986272
  nChanged 1
		SP:Iteration 27Q (7511.410000 sec): 3 clusters
  Score: Raw -5135003.943699 + Penalty 5169.348203 = -5129834.595495
  nChanged 1
		SP:Iteration 28Q (7511.500000 sec): 3 clusters
  Score: Raw -5135005.041789 + Penalty 5169.348203 = -5129835.693586
  nChanged 0
		SP:Iteration 29F (7511.610000 sec): 3 clusters
  Score: Raw -5135005.041789 + Penalty 5169.348203 = -5129835.693586
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.630000 sec): 2 clusters
  Score: Raw -140430.621500 + Penalty 1730.597008 = -138700.024491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.630000 sec): 3 clusters
  Score: Raw -140184.938766 + Penalty 3461.194016 = -136723.744750
  nChanged 272
		SP:Iteration 1F (7511.640000 sec): 3 clusters
  Score: Raw -140498.111655 + Penalty 3461.194016 = -137036.917638
  nChanged 75
		SP:Iteration 2F (7511.640000 sec): 3 clusters
  Score: Raw -140625.367243 + Penalty 3461.194016 = -137164.173227
  nChanged 53
		SP:Iteration 3Q (7511.640000 sec): 3 clusters
  Score: Raw -140713.284176 + Penalty 3461.194016 = -137252.090160
  nChanged 45
		SP:Iteration 4Q (7511.640000 sec): 3 clusters
  Score: Raw -140793.379188 + Penalty 3461.194016 = -137332.185172
  nChanged 37
		SP:Iteration 5Q (7511.650000 sec): 3 clusters
  Score: Raw -140844.855867 + Penalty 3461.194016 = -137383.661851
  nChanged 26
		SP:Iteration 6Q (7511.650000 sec): 3 clusters
  Score: Raw -140884.742459 + Penalty 3461.194016 = -137423.548443
  nChanged 26
		SP:Iteration 7Q (7511.660000 sec): 3 clusters
  Score: Raw -140924.457590 + Penalty 3461.194016 = -137463.263573
  nChanged 15
		SP:Iteration 8Q (7511.660000 sec): 3 clusters
  Score: Raw -140949.474504 + Penalty 3461.194016 = -137488.280488
  nChanged 11
		SP:Iteration 9Q (7511.660000 sec): 3 clusters
  Score: Raw -140966.027550 + Penalty 3461.194016 = -137504.833534
  nChanged 5
		SP:Iteration 10Q (7511.670000 sec): 3 clusters
  Score: Raw -140978.313763 + Penalty 3461.194016 = -137517.119747
  nChanged 11
		SP:Iteration 11Q (7511.670000 sec): 3 clusters
  Score: Raw -140996.127492 + Penalty 3461.194016 = -137534.933475
  nChanged 7
		SP:Iteration 12Q (7511.670000 sec): 3 clusters
  Score: Raw -141006.350854 + Penalty 3461.194016 = -137545.156837
  nChanged 6
		SP:Iteration 13Q (7511.680000 sec): 3 clusters
  Score: Raw -141012.721164 + Penalty 3461.194016 = -137551.527147
  nChanged 0
		SP:Iteration 14F (7511.680000 sec): 3 clusters
  Score: Raw -141012.721164 + Penalty 3461.194016 = -137551.527147
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.680000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.680000 sec): 3 clusters
  Score: Raw -31534.657676 + Penalty 2705.839273 = -28828.818403
  nChanged 24
		SP:Iteration 1F (7511.680000 sec): 3 clusters
  Score: Raw -31632.533304 + Penalty 2705.839273 = -28926.694031
  nChanged 5
		SP:Iteration 2Q (7511.690000 sec): 3 clusters
  Score: Raw -31654.471929 + Penalty 2705.839273 = -28948.632656
  nChanged 1
		SP:Iteration 3Q (7511.690000 sec): 3 clusters
  Score: Raw -31659.447716 + Penalty 2705.839273 = -28953.608443
  nChanged 1
		SP:Iteration 4Q (7511.690000 sec): 3 clusters
  Score: Raw -31662.708962 + Penalty 2705.839273 = -28956.869689
  nChanged 1
		SP:Iteration 5Q (7511.690000 sec): 3 clusters
  Score: Raw -31666.820891 + Penalty 2705.839273 = -28960.981618
  nChanged 0
		SP:Iteration 6F (7511.690000 sec): 3 clusters
  Score: Raw -31666.820891 + Penalty 2705.839273 = -28960.981618
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.690000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.700000 sec): 3 clusters
  Score: Raw -77754.207387 + Penalty 3172.049753 = -74582.157634
  nChanged 127
		SP:Iteration 1F (7511.700000 sec): 3 clusters
  Score: Raw -77996.156089 + Penalty 3172.049753 = -74824.106336
  nChanged 43
		SP:Iteration 2F (7511.700000 sec): 3 clusters
  Score: Raw -78106.479641 + Penalty 3172.049753 = -74934.429889
  nChanged 30
		SP:Iteration 3F (7511.700000 sec): 3 clusters
  Score: Raw -78178.417067 + Penalty 3172.049753 = -75006.367314
  nChanged 17
		SP:Iteration 4Q (7511.700000 sec): 3 clusters
  Score: Raw -78248.247997 + Penalty 3172.049753 = -75076.198244
  nChanged 19
		SP:Iteration 5Q (7511.700000 sec): 3 clusters
  Score: Raw -78321.221185 + Penalty 3172.049753 = -75149.171433
  nChanged 20
		SP:Iteration 6Q (7511.710000 sec): 3 clusters
  Score: Raw -78415.322776 + Penalty 3172.049753 = -75243.273023
  nChanged 21
		SP:Iteration 7Q (7511.710000 sec): 3 clusters
  Score: Raw -78467.060288 + Penalty 3172.049753 = -75295.010535
  nChanged 21
		SP:Iteration 8Q (7511.710000 sec): 3 clusters
  Score: Raw -78528.329524 + Penalty 3172.049753 = -75356.279771
  nChanged 18
		SP:Iteration 9Q (7511.710000 sec): 3 clusters
  Score: Raw -78598.759650 + Penalty 3172.049753 = -75426.709897
  nChanged 11
		SP:Iteration 10Q (7511.720000 sec): 3 clusters
  Score: Raw -78643.792494 + Penalty 3172.049753 = -75471.742742
  nChanged 11
		SP:Iteration 11Q (7511.720000 sec): 3 clusters
  Score: Raw -78692.679584 + Penalty 3172.049753 = -75520.629831
  nChanged 9
		SP:Iteration 12Q (7511.720000 sec): 3 clusters
  Score: Raw -78716.256371 + Penalty 3172.049753 = -75544.206619
  nChanged 6
		SP:Iteration 13Q (7511.720000 sec): 3 clusters
  Score: Raw -78740.876334 + Penalty 3172.049753 = -75568.826581
  nChanged 5
		SP:Iteration 14Q (7511.720000 sec): 3 clusters
  Score: Raw -78758.614704 + Penalty 3172.049753 = -75586.564951
  nChanged 7
		SP:Iteration 15Q (7511.720000 sec): 3 clusters
  Score: Raw -78775.502923 + Penalty 3172.049753 = -75603.453170
  nChanged 3
		SP:Iteration 16Q (7511.720000 sec): 3 clusters
  Score: Raw -78780.297890 + Penalty 3172.049753 = -75608.248138
  nChanged 0
		SP:Iteration 17F (7511.730000 sec): 3 clusters
  Score: Raw -78780.297890 + Penalty 3172.049753 = -75608.248138
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.730000 sec): 2 clusters
  Score: Raw -24891.149195 + Penalty 1367.330329 = -23523.818866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.730000 sec): 3 clusters
  Score: Raw -25372.593443 + Penalty 2734.660658 = -22637.932785
  nChanged 47
		SP:Iteration 1F (7511.730000 sec): 3 clusters
  Score: Raw -25855.372695 + Penalty 2734.660658 = -23120.712037
  nChanged 21
		SP:Iteration 2F (7511.730000 sec): 3 clusters
  Score: Raw -25979.825631 + Penalty 2734.660658 = -23245.164973
  nChanged 9
		SP:Iteration 3Q (7511.730000 sec): 3 clusters
  Score: Raw -26041.330609 + Penalty 2734.660658 = -23306.669951
  nChanged 3
		SP:Iteration 4Q (7511.740000 sec): 3 clusters
  Score: Raw -26080.695045 + Penalty 2734.660658 = -23346.034387
  nChanged 0
		SP:Iteration 5F (7511.740000 sec): 3 clusters
  Score: Raw -26080.695045 + Penalty 2734.660658 = -23346.034387
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.740000 sec): 2 clusters
  Score: Raw -33339.247056 + Penalty 1391.149005 = -31948.098051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.740000 sec): 3 clusters
  Score: Raw -33523.349021 + Penalty 2782.298010 = -30741.051011
  nChanged 34
		SP:Iteration 1F (7511.740000 sec): 3 clusters
  Score: Raw -33746.731507 + Penalty 2782.298010 = -30964.433496
  nChanged 19
		SP:Iteration 2F (7511.740000 sec): 3 clusters
  Score: Raw -33950.751198 + Penalty 2782.298010 = -31168.453188
  nChanged 17
		SP:Iteration 3F (7511.740000 sec): 3 clusters
  Score: Raw -34074.845432 + Penalty 2782.298010 = -31292.547421
  nChanged 11
		SP:Iteration 4Q (7511.740000 sec): 3 clusters
  Score: Raw -34139.543885 + Penalty 2782.298010 = -31357.245874
  nChanged 1
		SP:Iteration 5Q (7511.740000 sec): 3 clusters
  Score: Raw -34144.024419 + Penalty 2782.298010 = -31361.726408
  nChanged 0
		SP:Iteration 6F (7511.740000 sec): 3 clusters
  Score: Raw -34144.024419 + Penalty 2782.298010 = -31361.726408
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.750000 sec): 2 clusters
  Score: Raw -29517.385556 + Penalty 1335.354776 = -28182.030780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.750000 sec): 3 clusters
  Score: Raw -29701.001292 + Penalty 2670.709551 = -27030.291741
  nChanged 13
		SP:Iteration 1F (7511.750000 sec): 3 clusters
  Score: Raw -29744.347538 + Penalty 2670.709551 = -27073.637987
  nChanged 5
		SP:Iteration 2Q (7511.750000 sec): 3 clusters
  Score: Raw -29762.780693 + Penalty 2670.709551 = -27092.071142
  nChanged 1
		SP:Iteration 3Q (7511.750000 sec): 3 clusters
  Score: Raw -29767.724954 + Penalty 2670.709551 = -27097.015403
  nChanged 1
		SP:Iteration 4Q (7511.750000 sec): 3 clusters
  Score: Raw -29771.078360 + Penalty 2670.709551 = -27100.368809
  nChanged 1
		SP:Iteration 5Q (7511.750000 sec): 3 clusters
  Score: Raw -29773.700555 + Penalty 2670.709551 = -27102.991004
  nChanged 0
		SP:Iteration 6F (7511.760000 sec): 3 clusters
  Score: Raw -29773.700555 + Penalty 2670.709551 = -27102.991004
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.760000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.760000 sec): 3 clusters
  Score: Raw -55066.162076 + Penalty 2975.472535 = -52090.689541
  nChanged 60
		SP:Iteration 1F (7511.760000 sec): 3 clusters
  Score: Raw -55202.035112 + Penalty 2975.472535 = -52226.562577
  nChanged 18
		SP:Iteration 2Q (7511.760000 sec): 3 clusters
  Score: Raw -55261.042439 + Penalty 2975.472535 = -52285.569904
  nChanged 8
		SP:Iteration 3Q (7511.760000 sec): 3 clusters
  Score: Raw -55276.929113 + Penalty 2975.472535 = -52301.456578
  nChanged 5
		SP:Iteration 4Q (7511.760000 sec): 3 clusters
  Score: Raw -55290.647867 + Penalty 2975.472535 = -52315.175333
  nChanged 3
		SP:Iteration 5Q (7511.760000 sec): 3 clusters
  Score: Raw -55301.988567 + Penalty 2975.472535 = -52326.516032
  nChanged 1
		SP:Iteration 6Q (7511.770000 sec): 3 clusters
  Score: Raw -55303.137958 + Penalty 2975.472535 = -52327.665423
  nChanged 0
		SP:Iteration 7F (7511.770000 sec): 3 clusters
  Score: Raw -55303.137958 + Penalty 2975.472535 = -52327.665423
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.770000 sec): 2 clusters
  Score: Raw -17715.061371 + Penalty 1316.450389 = -16398.610982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.770000 sec): 3 clusters
  Score: Raw -18207.355556 + Penalty 2632.900778 = -15574.454778
  nChanged 45
		SP:Iteration 1F (7511.770000 sec): 3 clusters
  Score: Raw -18383.355175 + Penalty 2632.900778 = -15750.454397
  nChanged 18
		SP:Iteration 2F (7511.780000 sec): 3 clusters
  Score: Raw -18510.365944 + Penalty 2632.900778 = -15877.465166
  nChanged 11
		SP:Iteration 3F (7511.780000 sec): 3 clusters
  Score: Raw -18580.835896 + Penalty 2632.900778 = -15947.935118
  nChanged 8
		SP:Iteration 4Q (7511.780000 sec): 3 clusters
  Score: Raw -18630.298887 + Penalty 2632.900778 = -15997.398109
  nChanged 7
		SP:Iteration 5Q (7511.780000 sec): 3 clusters
  Score: Raw -18675.995321 + Penalty 2632.900778 = -16043.094543
  nChanged 5
		SP:Iteration 6Q (7511.780000 sec): 3 clusters
  Score: Raw -18697.913326 + Penalty 2632.900778 = -16065.012548
  nChanged 2
		SP:Iteration 7Q (7511.780000 sec): 3 clusters
  Score: Raw -18705.575937 + Penalty 2632.900778 = -16072.675159
  nChanged 1
		SP:Iteration 8Q (7511.780000 sec): 3 clusters
  Score: Raw -18708.468468 + Penalty 2632.900778 = -16075.567691
  nChanged 0
		SP:Iteration 9F (7511.780000 sec): 3 clusters
  Score: Raw -18708.668714 + Penalty 2632.900778 = -16075.767937
  nChanged 1
		SP:Iteration 10Q (7511.780000 sec): 3 clusters
  Score: Raw -18716.774394 + Penalty 2632.900778 = -16083.873616
  nChanged 1
		SP:Iteration 11Q (7511.780000 sec): 3 clusters
  Score: Raw -18732.830356 + Penalty 2632.900778 = -16099.929579
  nChanged 2
		SP:Iteration 12Q (7511.780000 sec): 3 clusters
  Score: Raw -18770.734313 + Penalty 2632.900778 = -16137.833535
  nChanged 0
		SP:Iteration 13F (7511.780000 sec): 3 clusters
  Score: Raw -18770.734313 + Penalty 2632.900778 = -16137.833535
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.780000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.780000 sec): 3 clusters
  Score: Raw -29527.828559 + Penalty 2686.385799 = -26841.442759
  nChanged 16
		SP:Iteration 1F (7511.790000 sec): 3 clusters
  Score: Raw -29587.115260 + Penalty 2686.385799 = -26900.729460
  nChanged 5
		SP:Iteration 2Q (7511.790000 sec): 3 clusters
  Score: Raw -29615.158933 + Penalty 2686.385799 = -26928.773134
  nChanged 1
		SP:Iteration 3Q (7511.790000 sec): 3 clusters
  Score: Raw -29628.346292 + Penalty 2686.385799 = -26941.960493
  nChanged 1
		SP:Iteration 4Q (7511.790000 sec): 3 clusters
  Score: Raw -29647.995901 + Penalty 2686.385799 = -26961.610101
  nChanged 0
		SP:Iteration 5F (7511.790000 sec): 3 clusters
  Score: Raw -29647.995901 + Penalty 2686.385799 = -26961.610101
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.790000 sec): 2 clusters
  Score: Raw -46074.767155 + Penalty 1447.033063 = -44627.734092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.790000 sec): 3 clusters
  Score: Raw -46287.387277 + Penalty 2894.066126 = -43393.321151
  nChanged 64
		SP:Iteration 1F (7511.790000 sec): 3 clusters
  Score: Raw -46487.009721 + Penalty 2894.066126 = -43592.943596
  nChanged 13
		SP:Iteration 2Q (7511.790000 sec): 3 clusters
  Score: Raw -46516.058587 + Penalty 2894.066126 = -43621.992461
  nChanged 4
		SP:Iteration 3Q (7511.800000 sec): 3 clusters
  Score: Raw -46525.474542 + Penalty 2894.066126 = -43631.408416
  nChanged 3
		SP:Iteration 4Q (7511.800000 sec): 3 clusters
  Score: Raw -46532.569606 + Penalty 2894.066126 = -43638.503481
  nChanged 2
		SP:Iteration 5Q (7511.800000 sec): 3 clusters
  Score: Raw -46538.282741 + Penalty 2894.066126 = -43644.216615
  nChanged 1
		SP:Iteration 6Q (7511.800000 sec): 3 clusters
  Score: Raw -46542.881494 + Penalty 2894.066126 = -43648.815368
  nChanged 3
		SP:Iteration 7Q (7511.800000 sec): 3 clusters
  Score: Raw -46549.105587 + Penalty 2894.066126 = -43655.039461
  nChanged 0
		SP:Iteration 8F (7511.800000 sec): 3 clusters
  Score: Raw -46549.105587 + Penalty 2894.066126 = -43655.039461
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.800000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.800000 sec): 3 clusters
  Score: Raw -55270.768102 + Penalty 3005.325105 = -52265.442997
  nChanged 75
		SP:Iteration 1F (7511.810000 sec): 3 clusters
  Score: Raw -55461.765782 + Penalty 3005.325105 = -52456.440677
  nChanged 17
		SP:Iteration 2Q (7511.810000 sec): 3 clusters
  Score: Raw -55534.017645 + Penalty 3005.325105 = -52528.692540
  nChanged 12
		SP:Iteration 3Q (7511.810000 sec): 3 clusters
  Score: Raw -55566.384170 + Penalty 3005.325105 = -52561.059065
  nChanged 10
		SP:Iteration 4Q (7511.810000 sec): 3 clusters
  Score: Raw -55592.331714 + Penalty 3005.325105 = -52587.006609
  nChanged 11
		SP:Iteration 5Q (7511.810000 sec): 3 clusters
  Score: Raw -55624.696163 + Penalty 3005.325105 = -52619.371058
  nChanged 5
		SP:Iteration 6Q (7511.810000 sec): 3 clusters
  Score: Raw -55637.714488 + Penalty 3005.325105 = -52632.389383
  nChanged 8
		SP:Iteration 7Q (7511.810000 sec): 3 clusters
  Score: Raw -55664.048681 + Penalty 3005.325105 = -52658.723576
  nChanged 3
		SP:Iteration 8Q (7511.810000 sec): 3 clusters
  Score: Raw -55670.322582 + Penalty 3005.325105 = -52664.997477
  nChanged 1
		SP:Iteration 9Q (7511.810000 sec): 3 clusters
  Score: Raw -55673.403278 + Penalty 3005.325105 = -52668.078173
  nChanged 1
		SP:Iteration 10Q (7511.820000 sec): 3 clusters
  Score: Raw -55679.275288 + Penalty 3005.325105 = -52673.950183
  nChanged 1
		SP:Iteration 11Q (7511.820000 sec): 3 clusters
  Score: Raw -55680.042553 + Penalty 3005.325105 = -52674.717448
  nChanged 0
		SP:Iteration 12F (7511.820000 sec): 3 clusters
  Score: Raw -55680.042553 + Penalty 3005.325105 = -52674.717448
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 39 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.820000 sec): 2 clusters
  Score: Raw -22896.629861 + Penalty 1287.853299 = -21608.776562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.820000 sec): 3 clusters
  Score: Raw -23226.824906 + Penalty 2575.706598 = -20651.118308
  nChanged 18
		SP:Iteration 1F (7511.820000 sec): 3 clusters
  Score: Raw -23310.342122 + Penalty 2575.706598 = -20734.635524
  nChanged 1
		SP:Iteration 2Q (7511.820000 sec): 3 clusters
  Score: Raw -23314.023961 + Penalty 2575.706598 = -20738.317363
  nChanged 0
		SP:Iteration 3F (7511.820000 sec): 3 clusters
  Score: Raw -23314.023961 + Penalty 2575.706598 = -20738.317363
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.830000 sec): 2 clusters
  Score: Raw -68690.960353 + Penalty 1547.104507 = -67143.855846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.830000 sec): 3 clusters
  Score: Raw -68765.686498 + Penalty 3094.209014 = -65671.477484
  nChanged 93
		SP:Iteration 1F (7511.830000 sec): 3 clusters
  Score: Raw -68931.878144 + Penalty 3094.209014 = -65837.669130
  nChanged 19
		SP:Iteration 2Q (7511.830000 sec): 3 clusters
  Score: Raw -68975.296178 + Penalty 3094.209014 = -65881.087164
  nChanged 6
		SP:Iteration 3Q (7511.840000 sec): 3 clusters
  Score: Raw -68987.010575 + Penalty 3094.209014 = -65892.801561
  nChanged 4
		SP:Iteration 4Q (7511.840000 sec): 3 clusters
  Score: Raw -68994.517449 + Penalty 3094.209014 = -65900.308435
  nChanged 4
		SP:Iteration 5Q (7511.840000 sec): 3 clusters
  Score: Raw -69001.950454 + Penalty 3094.209014 = -65907.741440
  nChanged 5
		SP:Iteration 6Q (7511.840000 sec): 3 clusters
  Score: Raw -69014.650759 + Penalty 3094.209014 = -65920.441745
  nChanged 4
		SP:Iteration 7Q (7511.840000 sec): 3 clusters
  Score: Raw -69025.058251 + Penalty 3094.209014 = -65930.849237
  nChanged 2
		SP:Iteration 8Q (7511.840000 sec): 3 clusters
  Score: Raw -69027.326085 + Penalty 3094.209014 = -65933.117071
  nChanged 0
		SP:Iteration 9F (7511.840000 sec): 3 clusters
  Score: Raw -69027.326085 + Penalty 3094.209014 = -65933.117071
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.850000 sec): 2 clusters
  Score: Raw -28608.723062 + Penalty 1441.162966 = -27167.560096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.850000 sec): 3 clusters
  Score: Raw -29157.744983 + Penalty 2882.325933 = -26275.419051
  nChanged 99
		SP:Iteration 1F (7511.850000 sec): 3 clusters
  Score: Raw -29748.971531 + Penalty 2882.325933 = -26866.645598
  nChanged 47
		SP:Iteration 2F (7511.850000 sec): 3 clusters
  Score: Raw -30489.926411 + Penalty 2882.325933 = -27607.600479
  nChanged 11
		SP:Iteration 3Q (7511.850000 sec): 3 clusters
  Score: Raw -30696.874972 + Penalty 2882.325933 = -27814.549040
  nChanged 5
		SP:Iteration 4Q (7511.860000 sec): 3 clusters
  Score: Raw -30792.592841 + Penalty 2882.325933 = -27910.266909
  nChanged 3
		SP:Iteration 5Q (7511.860000 sec): 3 clusters
  Score: Raw -30969.155534 + Penalty 2882.325933 = -28086.829602
  nChanged 7
		SP:Iteration 6Q (7511.860000 sec): 3 clusters
  Score: Raw -31131.597649 + Penalty 2882.325933 = -28249.271716
  nChanged 3
		SP:Iteration 7Q (7511.860000 sec): 3 clusters
  Score: Raw -31175.342561 + Penalty 2882.325933 = -28293.016628
  nChanged 3
		SP:Iteration 8Q (7511.860000 sec): 3 clusters
  Score: Raw -31207.543003 + Penalty 2882.325933 = -28325.217070
  nChanged 2
		SP:Iteration 9Q (7511.860000 sec): 3 clusters
  Score: Raw -31243.305578 + Penalty 2882.325933 = -28360.979646
  nChanged 3
		SP:Iteration 10Q (7511.860000 sec): 3 clusters
  Score: Raw -31324.259788 + Penalty 2882.325933 = -28441.933855
  nChanged 1
		SP:Iteration 11Q (7511.860000 sec): 3 clusters
  Score: Raw -31380.279170 + Penalty 2882.325933 = -28497.953237
  nChanged 4
		SP:Iteration 12Q (7511.860000 sec): 3 clusters
  Score: Raw -31550.541071 + Penalty 2882.325933 = -28668.215138
  nChanged 2
		SP:Iteration 13Q (7511.860000 sec): 3 clusters
  Score: Raw -31818.493011 + Penalty 2882.325933 = -28936.167078
  nChanged 0
		SP:Iteration 14F (7511.860000 sec): 3 clusters
  Score: Raw -31839.554734 + Penalty 2882.325933 = -28957.228801
  nChanged 1
		SP:Iteration 15Q (7511.860000 sec): 3 clusters
  Score: Raw -32068.194779 + Penalty 2882.325933 = -29185.868846
  nChanged 0
		SP:Iteration 16F (7511.860000 sec): 3 clusters
  Score: Raw -32068.194779 + Penalty 2882.325933 = -29185.868846
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 38.
Iteration 259Q (7522.550000 sec): 42 clusters
  Score: Raw -117667091.712797 + Penalty 138362.130809 = -117528729.581987
  nChanged 28
Iteration 260F (7564.880000 sec): 42 clusters
  Score: Raw -117668588.976669 + Penalty 138362.130809 = -117530226.845859
  nChanged 70
Iteration 261Q (7575.590000 sec): 42 clusters
  Score: Raw -117671400.772321 + Penalty 138362.130809 = -117533038.641512
  nChanged 30
Iteration 262Q (7586.280000 sec): 42 clusters
  Score: Raw -117671480.989010 + Penalty 138362.130809 = -117533118.858200
  nChanged 14
Iteration 263Q (7596.970000 sec): 42 clusters
  Score: Raw -117671556.032335 + Penalty 138362.130809 = -117533193.901525
  nChanged 16
Iteration 264Q (7607.670000 sec): 42 clusters
  Score: Raw -117671613.925892 + Penalty 138362.130809 = -117533251.795083
  nChanged 15
Iteration 265Q (7618.370000 sec): 42 clusters
  Score: Raw -117671677.182348 + Penalty 138362.130809 = -117533315.051539
  nChanged 17
Iteration 266Q (7629.070000 sec): 42 clusters
  Score: Raw -117671677.864963 + Penalty 138362.130809 = -117533315.734154
  nChanged 12
Iteration 267Q (7639.770000 sec): 42 clusters
  Score: Raw -117671678.154537 + Penalty 138362.130809 = -117533316.023727
  nChanged 15
Iteration 268Q (7650.490000 sec): 42 clusters
  Score: Raw -117671678.592360 + Penalty 138362.130809 = -117533316.461551
  nChanged 16
Iteration 269Q (7661.180000 sec): 42 clusters
  Score: Raw -117671679.332671 + Penalty 138362.130809 = -117533317.201862
  nChanged 28
Iteration 270Q (7671.870000 sec): 42 clusters
  Score: Raw -117671680.350651 + Penalty 138362.130809 = -117533318.219842
  nChanged 23
Iteration 271Q (7682.530000 sec): 42 clusters
  Score: Raw -117671681.016140 + Penalty 138362.130809 = -117533318.885330
  nChanged 25
Iteration 272Q (7693.230000 sec): 42 clusters
  Score: Raw -117671681.811877 + Penalty 138362.130809 = -117533319.681067
  nChanged 25
Iteration 273Q (7703.890000 sec): 42 clusters
  Score: Raw -117671682.947622 + Penalty 138362.130809 = -117533320.816813
  nChanged 27
Iteration 274Q (7714.550000 sec): 42 clusters
  Score: Raw -117671684.345218 + Penalty 138362.130809 = -117533322.214409
  nChanged 24
Iteration 275Q (7725.220000 sec): 42 clusters
  Score: Raw -117671685.375230 + Penalty 138362.130809 = -117533323.244421
  nChanged 36
Iteration 276Q (7735.890000 sec): 42 clusters
  Score: Raw -117671686.760076 + Penalty 138362.130809 = -117533324.629266
  nChanged 29
Iteration 277Q (7746.550000 sec): 42 clusters
  Score: Raw -117671687.478451 + Penalty 138362.130809 = -117533325.347641
  nChanged 32
Iteration 278Q (7757.220000 sec): 42 clusters
  Score: Raw -117671688.458532 + Penalty 138362.130809 = -117533326.327723
  nChanged 32
Iteration 279Q (7767.890000 sec): 42 clusters
  Score: Raw -117671689.452096 + Penalty 138362.130809 = -117533327.321287
  nChanged 22
Iteration 280F (7810.120000 sec): 42 clusters
  Score: Raw -117674086.929815 + Penalty 138362.130809 = -117535724.799005
  nChanged 74
Iteration 281Q (7818.960000 sec): 42 clusters
  Score: Raw -117675090.220235 + Penalty 138362.130809 = -117536728.089426
  nChanged 30
Iteration 282Q (7827.780000 sec): 42 clusters
  Score: Raw -117675124.375010 + Penalty 138362.130809 = -117536762.244201
  nChanged 31
Iteration 283Q (7836.530000 sec): 42 clusters
  Score: Raw -117675136.384956 + Penalty 138362.130809 = -117536774.254146
  nChanged 29
Iteration 284Q (7845.290000 sec): 42 clusters
  Score: Raw -117675140.615498 + Penalty 138362.130809 = -117536778.484689
  nChanged 20
Iteration 285Q (7854.050000 sec): 42 clusters
  Score: Raw -117675145.857962 + Penalty 138362.130809 = -117536783.727153
  nChanged 16
Iteration 286Q (7862.840000 sec): 42 clusters
  Score: Raw -117675150.549636 + Penalty 138362.130809 = -117536788.418826
  nChanged 20
Iteration 287Q (7871.610000 sec): 42 clusters
  Score: Raw -117675153.986828 + Penalty 138362.130809 = -117536791.856018
  nChanged 21
Iteration 288Q (7880.410000 sec): 42 clusters
  Score: Raw -117675154.379602 + Penalty 138362.130809 = -117536792.248793
  nChanged 11
Iteration 289Q (7889.190000 sec): 42 clusters
  Score: Raw -117675154.675608 + Penalty 138362.130809 = -117536792.544799
  nChanged 9
Iteration 290Q (7897.960000 sec): 42 clusters
  Score: Raw -117675154.979079 + Penalty 138362.130809 = -117536792.848269
  nChanged 12
Iteration 291Q (7906.730000 sec): 42 clusters
  Score: Raw -117675155.255227 + Penalty 138362.130809 = -117536793.124417
  nChanged 12
Iteration 292Q (7915.490000 sec): 42 clusters
  Score: Raw -117675155.387256 + Penalty 138362.130809 = -117536793.256446
  nChanged 9
Iteration 293Q (7924.240000 sec): 42 clusters
  Score: Raw -117675155.485389 + Penalty 138362.130809 = -117536793.354580
  nChanged 11
Iteration 294Q (7933.000000 sec): 42 clusters
  Score: Raw -117675155.677407 + Penalty 138362.130809 = -117536793.546597
  nChanged 21
Iteration 295Q (7941.760000 sec): 42 clusters
  Score: Raw -117675155.970493 + Penalty 138362.130809 = -117536793.839683
  nChanged 14
Iteration 296Q (7950.520000 sec): 42 clusters
  Score: Raw -117675156.209443 + Penalty 138362.130809 = -117536794.078634
  nChanged 19
Iteration 297Q (7959.270000 sec): 42 clusters
  Score: Raw -117675156.588499 + Penalty 138362.130809 = -117536794.457690
  nChanged 24
Iteration 298Q (7968.030000 sec): 42 clusters
  Score: Raw -117675156.985873 + Penalty 138362.130809 = -117536794.855064
  nChanged 18
Writing temp clu file 
Because OldScore, -117536794.457690, is greater than current (better) Score,-117536794.855064 
 Compute initial score before splitting:   Score: Raw -117675156.985873 + Penalty 138362.130809 = -117536794.855064
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7968.180000 sec): 2 clusters
  Score: Raw -1048183.648990 + Penalty 2200.863096 = -1045982.785895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7968.210000 sec): 3 clusters
  Score: Raw -1044512.237960 + Penalty 4401.726192 = -1040110.511768
  nChanged 2861
		SP:Iteration 1F (7968.240000 sec): 3 clusters
  Score: Raw -1046038.947748 + Penalty 4401.726192 = -1041637.221556
  nChanged 503
		SP:Iteration 2F (7968.260000 sec): 3 clusters
  Score: Raw -1046305.520656 + Penalty 4401.726192 = -1041903.794464
  nChanged 365
		SP:Iteration 3F (7968.280000 sec): 3 clusters
  Score: Raw -1046493.377930 + Penalty 4401.726192 = -1042091.651738
  nChanged 302
		SP:Iteration 4Q (7968.310000 sec): 3 clusters
  Score: Raw -1046639.059824 + Penalty 4401.726192 = -1042237.333632
  nChanged 248
		SP:Iteration 5Q (7968.330000 sec): 3 clusters
  Score: Raw -1046768.455694 + Penalty 4401.726192 = -1042366.729502
  nChanged 242
		SP:Iteration 6Q (7968.360000 sec): 3 clusters
  Score: Raw -1046882.974074 + Penalty 4401.726192 = -1042481.247883
  nChanged 218
		SP:Iteration 7Q (7968.380000 sec): 3 clusters
  Score: Raw -1046998.159067 + Penalty 4401.726192 = -1042596.432876
  nChanged 241
		SP:Iteration 8Q (7968.410000 sec): 3 clusters
  Score: Raw -1047126.638526 + Penalty 4401.726192 = -1042724.912334
  nChanged 235
		SP:Iteration 9Q (7968.430000 sec): 3 clusters
  Score: Raw -1047268.536740 + Penalty 4401.726192 = -1042866.810548
  nChanged 263
		SP:Iteration 10Q (7968.460000 sec): 3 clusters
  Score: Raw -1047422.415621 + Penalty 4401.726192 = -1043020.689429
  nChanged 215
		SP:Iteration 11Q (7968.480000 sec): 3 clusters
  Score: Raw -1047553.230260 + Penalty 4401.726192 = -1043151.504068
  nChanged 205
		SP:Iteration 12Q (7968.500000 sec): 3 clusters
  Score: Raw -1047684.469280 + Penalty 4401.726192 = -1043282.743089
  nChanged 204
		SP:Iteration 13Q (7968.530000 sec): 3 clusters
  Score: Raw -1047825.049007 + Penalty 4401.726192 = -1043423.322816
  nChanged 178
		SP:Iteration 14Q (7968.550000 sec): 3 clusters
  Score: Raw -1047948.121786 + Penalty 4401.726192 = -1043546.395595
  nChanged 135
		SP:Iteration 15Q (7968.570000 sec): 3 clusters
  Score: Raw -1048036.288031 + Penalty 4401.726192 = -1043634.561839
  nChanged 117
		SP:Iteration 16Q (7968.590000 sec): 3 clusters
  Score: Raw -1048129.939541 + Penalty 4401.726192 = -1043728.213349
  nChanged 95
		SP:Iteration 17Q (7968.620000 sec): 3 clusters
  Score: Raw -1048203.015388 + Penalty 4401.726192 = -1043801.289196
  nChanged 63
		SP:Iteration 18Q (7968.640000 sec): 3 clusters
  Score: Raw -1048253.773501 + Penalty 4401.726192 = -1043852.047310
  nChanged 56
		SP:Iteration 19Q (7968.660000 sec): 3 clusters
  Score: Raw -1048300.733671 + Penalty 4401.726192 = -1043899.007479
  nChanged 42
		SP:Iteration 20F (7968.680000 sec): 3 clusters
  Score: Raw -1048339.259086 + Penalty 4401.726192 = -1043937.532894
  nChanged 30
		SP:Iteration 21Q (7968.710000 sec): 3 clusters
  Score: Raw -1048361.035991 + Penalty 4401.726192 = -1043959.309799
  nChanged 11
		SP:Iteration 22Q (7968.730000 sec): 3 clusters
  Score: Raw -1048369.611654 + Penalty 4401.726192 = -1043967.885462
  nChanged 7
		SP:Iteration 23Q (7968.750000 sec): 3 clusters
  Score: Raw -1048375.379065 + Penalty 4401.726192 = -1043973.652873
  nChanged 10
		SP:Iteration 24Q (7968.770000 sec): 3 clusters
  Score: Raw -1048382.628042 + Penalty 4401.726192 = -1043980.901850
  nChanged 8
		SP:Iteration 25Q (7968.790000 sec): 3 clusters
  Score: Raw -1048386.921547 + Penalty 4401.726192 = -1043985.195355
  nChanged 6
		SP:Iteration 26Q (7968.810000 sec): 3 clusters
  Score: Raw -1048390.691209 + Penalty 4401.726192 = -1043988.965017
  nChanged 4
		SP:Iteration 27Q (7968.840000 sec): 3 clusters
  Score: Raw -1048393.296787 + Penalty 4401.726192 = -1043991.570595
  nChanged 2
		SP:Iteration 28Q (7968.860000 sec): 3 clusters
  Score: Raw -1048394.433518 + Penalty 4401.726192 = -1043992.707326
  nChanged 2
		SP:Iteration 29Q (7968.880000 sec): 3 clusters
  Score: Raw -1048395.991155 + Penalty 4401.726192 = -1043994.264963
  nChanged 1
		SP:Iteration 30Q (7968.900000 sec): 3 clusters
  Score: Raw -1048396.494878 + Penalty 4401.726192 = -1043994.768686
  nChanged 0
		SP:Iteration 31F (7968.920000 sec): 3 clusters
  Score: Raw -1048396.494878 + Penalty 4401.726192 = -1043994.768686
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7637 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7968.950000 sec): 2 clusters
  Score: Raw -1103545.830385 + Penalty 2217.308513 = -1101328.521872
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7968.970000 sec): 3 clusters
  Score: Raw -1099539.450587 + Penalty 4434.617027 = -1095104.833560
  nChanged 3069
		SP:Iteration 1F (7969.000000 sec): 3 clusters
  Score: Raw -1101229.212826 + Penalty 4434.617027 = -1096794.595799
  nChanged 555
		SP:Iteration 2F (7969.020000 sec): 3 clusters
  Score: Raw -1101524.819495 + Penalty 4434.617027 = -1097090.202468
  nChanged 435
		SP:Iteration 3F (7969.050000 sec): 3 clusters
  Score: Raw -1101736.245320 + Penalty 4434.617027 = -1097301.628294
  nChanged 332
		SP:Iteration 4Q (7969.080000 sec): 3 clusters
  Score: Raw -1101924.893279 + Penalty 4434.617027 = -1097490.276252
  nChanged 323
		SP:Iteration 5Q (7969.100000 sec): 3 clusters
  Score: Raw -1102111.269164 + Penalty 4434.617027 = -1097676.652137
  nChanged 289
		SP:Iteration 6Q (7969.130000 sec): 3 clusters
  Score: Raw -1102257.306847 + Penalty 4434.617027 = -1097822.689821
  nChanged 243
		SP:Iteration 7Q (7969.160000 sec): 3 clusters
  Score: Raw -1102374.927918 + Penalty 4434.617027 = -1097940.310891
  nChanged 229
		SP:Iteration 8Q (7969.180000 sec): 3 clusters
  Score: Raw -1102483.642684 + Penalty 4434.617027 = -1098049.025657
  nChanged 199
		SP:Iteration 9Q (7969.210000 sec): 3 clusters
  Score: Raw -1102586.706282 + Penalty 4434.617027 = -1098152.089255
  nChanged 227
		SP:Iteration 10Q (7969.240000 sec): 3 clusters
  Score: Raw -1102690.083466 + Penalty 4434.617027 = -1098255.466439
  nChanged 207
		SP:Iteration 11Q (7969.260000 sec): 3 clusters
  Score: Raw -1102783.991874 + Penalty 4434.617027 = -1098349.374847
  nChanged 174
		SP:Iteration 12Q (7969.290000 sec): 3 clusters
  Score: Raw -1102860.944965 + Penalty 4434.617027 = -1098426.327938
  nChanged 157
		SP:Iteration 13Q (7969.310000 sec): 3 clusters
  Score: Raw -1102927.805815 + Penalty 4434.617027 = -1098493.188788
  nChanged 127
		SP:Iteration 14Q (7969.340000 sec): 3 clusters
  Score: Raw -1102972.433342 + Penalty 4434.617027 = -1098537.816316
  nChanged 112
		SP:Iteration 15Q (7969.360000 sec): 3 clusters
  Score: Raw -1103017.411131 + Penalty 4434.617027 = -1098582.794105
  nChanged 108
		SP:Iteration 16Q (7969.390000 sec): 3 clusters
  Score: Raw -1103061.091130 + Penalty 4434.617027 = -1098626.474103
  nChanged 100
		SP:Iteration 17Q (7969.420000 sec): 3 clusters
  Score: Raw -1103097.637558 + Penalty 4434.617027 = -1098663.020531
  nChanged 103
		SP:Iteration 18Q (7969.440000 sec): 3 clusters
  Score: Raw -1103140.762376 + Penalty 4434.617027 = -1098706.145349
  nChanged 85
		SP:Iteration 19Q (7969.470000 sec): 3 clusters
  Score: Raw -1103174.786877 + Penalty 4434.617027 = -1098740.169850
  nChanged 98
		SP:Iteration 20F (7969.500000 sec): 3 clusters
  Score: Raw -1103214.202450 + Penalty 4434.617027 = -1098779.585423
  nChanged 106
		SP:Iteration 21Q (7969.520000 sec): 3 clusters
  Score: Raw -1103259.468708 + Penalty 4434.617027 = -1098824.851681
  nChanged 86
		SP:Iteration 22Q (7969.540000 sec): 3 clusters
  Score: Raw -1103294.851429 + Penalty 4434.617027 = -1098860.234402
  nChanged 89
		SP:Iteration 23Q (7969.570000 sec): 3 clusters
  Score: Raw -1103331.375092 + Penalty 4434.617027 = -1098896.758065
  nChanged 85
		SP:Iteration 24Q (7969.600000 sec): 3 clusters
  Score: Raw -1103366.500775 + Penalty 4434.617027 = -1098931.883748
  nChanged 81
		SP:Iteration 25Q (7969.620000 sec): 3 clusters
  Score: Raw -1103396.670695 + Penalty 4434.617027 = -1098962.053668
  nChanged 69
		SP:Iteration 26Q (7969.640000 sec): 3 clusters
  Score: Raw -1103420.046610 + Penalty 4434.617027 = -1098985.429583
  nChanged 61
		SP:Iteration 27Q (7969.670000 sec): 3 clusters
  Score: Raw -1103442.423353 + Penalty 4434.617027 = -1099007.806326
  nChanged 54
		SP:Iteration 28Q (7969.700000 sec): 3 clusters
  Score: Raw -1103460.036324 + Penalty 4434.617027 = -1099025.419297
  nChanged 42
		SP:Iteration 29Q (7969.720000 sec): 3 clusters
  Score: Raw -1103474.801634 + Penalty 4434.617027 = -1099040.184607
  nChanged 37
		SP:Iteration 30Q (7969.740000 sec): 3 clusters
  Score: Raw -1103486.171202 + Penalty 4434.617027 = -1099051.554175
  nChanged 28
		SP:Iteration 31Q (7969.770000 sec): 3 clusters
  Score: Raw -1103492.815810 + Penalty 4434.617027 = -1099058.198783
  nChanged 12
		SP:Iteration 32Q (7969.790000 sec): 3 clusters
  Score: Raw -1103495.559604 + Penalty 4434.617027 = -1099060.942577
  nChanged 9
		SP:Iteration 33Q (7969.820000 sec): 3 clusters
  Score: Raw -1103497.758296 + Penalty 4434.617027 = -1099063.141269
  nChanged 13
		SP:Iteration 34Q (7969.840000 sec): 3 clusters
  Score: Raw -1103501.135215 + Penalty 4434.617027 = -1099066.518188
  nChanged 12
		SP:Iteration 35Q (7969.870000 sec): 3 clusters
  Score: Raw -1103504.157030 + Penalty 4434.617027 = -1099069.540003
  nChanged 12
		SP:Iteration 36Q (7969.890000 sec): 3 clusters
  Score: Raw -1103507.462469 + Penalty 4434.617027 = -1099072.845442
  nChanged 12
		SP:Iteration 37Q (7969.920000 sec): 3 clusters
  Score: Raw -1103511.022460 + Penalty 4434.617027 = -1099076.405433
  nChanged 14
		SP:Iteration 38Q (7969.940000 sec): 3 clusters
  Score: Raw -1103514.929103 + Penalty 4434.617027 = -1099080.312076
  nChanged 16
		SP:Iteration 39Q (7969.960000 sec): 3 clusters
  Score: Raw -1103519.763330 + Penalty 4434.617027 = -1099085.146303
  nChanged 17
		SP:Iteration 40F (7969.990000 sec): 3 clusters
  Score: Raw -1103522.779808 + Penalty 4434.617027 = -1099088.162781
  nChanged 12
		SP:Iteration 41Q (7970.010000 sec): 3 clusters
  Score: Raw -1103525.239469 + Penalty 4434.617027 = -1099090.622442
  nChanged 11
		SP:Iteration 42Q (7970.040000 sec): 3 clusters
  Score: Raw -1103527.519509 + Penalty 4434.617027 = -1099092.902482
  nChanged 12
		SP:Iteration 43Q (7970.060000 sec): 3 clusters
  Score: Raw -1103529.667135 + Penalty 4434.617027 = -1099095.050108
  nChanged 12
		SP:Iteration 44Q (7970.090000 sec): 3 clusters
  Score: Raw -1103531.927896 + Penalty 4434.617027 = -1099097.310869
  nChanged 9
		SP:Iteration 45Q (7970.110000 sec): 3 clusters
  Score: Raw -1103533.618102 + Penalty 4434.617027 = -1099099.001075
  nChanged 8
		SP:Iteration 46Q (7970.140000 sec): 3 clusters
  Score: Raw -1103534.902322 + Penalty 4434.617027 = -1099100.285295
  nChanged 7
		SP:Iteration 47Q (7970.160000 sec): 3 clusters
  Score: Raw -1103536.522055 + Penalty 4434.617027 = -1099101.905028
  nChanged 6
		SP:Iteration 48Q (7970.180000 sec): 3 clusters
  Score: Raw -1103538.096617 + Penalty 4434.617027 = -1099103.479590
  nChanged 9
		SP:Iteration 49Q (7970.210000 sec): 3 clusters
  Score: Raw -1103539.951068 + Penalty 4434.617027 = -1099105.334041
  nChanged 7
		SP:Iteration 50Q (7970.230000 sec): 3 clusters
  Score: Raw -1103541.398994 + Penalty 4434.617027 = -1099106.781967
  nChanged 5
		SP:Iteration 51Q (7970.260000 sec): 3 clusters
  Score: Raw -1103542.686495 + Penalty 4434.617027 = -1099108.069468
  nChanged 8
		SP:Iteration 52Q (7970.280000 sec): 3 clusters
  Score: Raw -1103544.141791 + Penalty 4434.617027 = -1099109.524764
  nChanged 2
		SP:Iteration 53Q (7970.300000 sec): 3 clusters
  Score: Raw -1103544.783675 + Penalty 4434.617027 = -1099110.166648
  nChanged 4
		SP:Iteration 54Q (7970.330000 sec): 3 clusters
  Score: Raw -1103545.557964 + Penalty 4434.617027 = -1099110.940937
  nChanged 1
		SP:Iteration 55Q (7970.350000 sec): 3 clusters
  Score: Raw -1103545.688737 + Penalty 4434.617027 = -1099111.071710
  nChanged 0
		SP:Iteration 56F (7970.380000 sec): 3 clusters
  Score: Raw -1103545.688737 + Penalty 4434.617027 = -1099111.071710
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7970.480000 sec): 2 clusters
  Score: Raw -4023086.398677 + Penalty 2532.630925 = -4020553.767752
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7970.580000 sec): 3 clusters
  Score: Raw -4006898.325070 + Penalty 5065.261850 = -4001833.063220
  nChanged 12141
		SP:Iteration 1F (7970.670000 sec): 3 clusters
  Score: Raw -4013324.593281 + Penalty 5065.261850 = -4008259.331431
  nChanged 1257
		SP:Iteration 2Q (7970.770000 sec): 3 clusters
  Score: Raw -4013722.237119 + Penalty 5065.261850 = -4008656.975269
  nChanged 1121
		SP:Iteration 3Q (7970.870000 sec): 3 clusters
  Score: Raw -4014075.564604 + Penalty 5065.261850 = -4009010.302754
  nChanged 1038
		SP:Iteration 4Q (7970.970000 sec): 3 clusters
  Score: Raw -4014424.275611 + Penalty 5065.261850 = -4009359.013761
  nChanged 1007
		SP:Iteration 5Q (7971.070000 sec): 3 clusters
  Score: Raw -4014791.582882 + Penalty 5065.261850 = -4009726.321032
  nChanged 985
		SP:Iteration 6Q (7971.170000 sec): 3 clusters
  Score: Raw -4015205.110193 + Penalty 5065.261850 = -4010139.848343
  nChanged 1028
		SP:Iteration 7Q (7971.260000 sec): 3 clusters
  Score: Raw -4015710.742683 + Penalty 5065.261850 = -4010645.480833
  nChanged 1110
		SP:Iteration 8Q (7971.360000 sec): 3 clusters
  Score: Raw -4016309.699975 + Penalty 5065.261850 = -4011244.438125
  nChanged 1159
		SP:Iteration 9Q (7971.460000 sec): 3 clusters
  Score: Raw -4017022.428471 + Penalty 5065.261850 = -4011957.166621
  nChanged 1270
		SP:Iteration 10Q (7971.560000 sec): 3 clusters
  Score: Raw -4017875.352212 + Penalty 5065.261850 = -4012810.090362
  nChanged 1285
		SP:Iteration 11Q (7971.660000 sec): 3 clusters
  Score: Raw -4018731.436293 + Penalty 5065.261850 = -4013666.174443
  nChanged 1221
		SP:Iteration 12Q (7971.750000 sec): 3 clusters
  Score: Raw -4019565.418555 + Penalty 5065.261850 = -4014500.156705
  nChanged 1202
		SP:Iteration 13Q (7971.840000 sec): 3 clusters
  Score: Raw -4020405.574024 + Penalty 5065.261850 = -4015340.312174
  nChanged 1083
		SP:Iteration 14Q (7971.930000 sec): 3 clusters
  Score: Raw -4021135.077576 + Penalty 5065.261850 = -4016069.815726
  nChanged 916
		SP:Iteration 15Q (7972.020000 sec): 3 clusters
  Score: Raw -4021751.480487 + Penalty 5065.261850 = -4016686.218637
  nChanged 724
		SP:Iteration 16Q (7972.100000 sec): 3 clusters
  Score: Raw -4022209.620157 + Penalty 5065.261850 = -4017144.358307
  nChanged 554
		SP:Iteration 17Q (7972.180000 sec): 3 clusters
  Score: Raw -4022547.729038 + Penalty 5065.261850 = -4017482.467188
  nChanged 419
		SP:Iteration 18Q (7972.260000 sec): 3 clusters
  Score: Raw -4022792.862799 + Penalty 5065.261850 = -4017727.600949
  nChanged 291
		SP:Iteration 19Q (7972.340000 sec): 3 clusters
  Score: Raw -4022972.071386 + Penalty 5065.261850 = -4017906.809536
  nChanged 217
		SP:Iteration 20F (7972.440000 sec): 3 clusters
  Score: Raw -4023109.595296 + Penalty 5065.261850 = -4018044.333446
  nChanged 148
		SP:Iteration 21Q (7972.510000 sec): 3 clusters
  Score: Raw -4023191.573051 + Penalty 5065.261850 = -4018126.311201
  nChanged 100
		SP:Iteration 22Q (7972.580000 sec): 3 clusters
  Score: Raw -4023248.561414 + Penalty 5065.261850 = -4018183.299564
  nChanged 84
		SP:Iteration 23Q (7972.660000 sec): 3 clusters
  Score: Raw -4023305.011035 + Penalty 5065.261850 = -4018239.749185
  nChanged 69
		SP:Iteration 24Q (7972.730000 sec): 3 clusters
  Score: Raw -4023343.771859 + Penalty 5065.261850 = -4018278.510009
  nChanged 48
		SP:Iteration 25Q (7972.800000 sec): 3 clusters
  Score: Raw -4023368.164949 + Penalty 5065.261850 = -4018302.903099
  nChanged 39
		SP:Iteration 26Q (7972.880000 sec): 3 clusters
  Score: Raw -4023386.393147 + Penalty 5065.261850 = -4018321.131297
  nChanged 25
		SP:Iteration 27Q (7972.940000 sec): 3 clusters
  Score: Raw -4023401.492317 + Penalty 5065.261850 = -4018336.230467
  nChanged 21
		SP:Iteration 28Q (7973.020000 sec): 3 clusters
  Score: Raw -4023414.109643 + Penalty 5065.261850 = -4018348.847793
  nChanged 20
		SP:Iteration 29Q (7973.090000 sec): 3 clusters
  Score: Raw -4023425.931497 + Penalty 5065.261850 = -4018360.669647
  nChanged 25
		SP:Iteration 30Q (7973.160000 sec): 3 clusters
  Score: Raw -4023441.228873 + Penalty 5065.261850 = -4018375.967023
  nChanged 16
		SP:Iteration 31Q (7973.230000 sec): 3 clusters
  Score: Raw -4023450.595442 + Penalty 5065.261850 = -4018385.333592
  nChanged 18
		SP:Iteration 32Q (7973.300000 sec): 3 clusters
  Score: Raw -4023460.390682 + Penalty 5065.261850 = -4018395.128832
  nChanged 17
		SP:Iteration 33Q (7973.370000 sec): 3 clusters
  Score: Raw -4023470.319086 + Penalty 5065.261850 = -4018405.057236
  nChanged 10
		SP:Iteration 34Q (7973.440000 sec): 3 clusters
  Score: Raw -4023475.304474 + Penalty 5065.261850 = -4018410.042624
  nChanged 10
		SP:Iteration 35Q (7973.510000 sec): 3 clusters
  Score: Raw -4023480.347243 + Penalty 5065.261850 = -4018415.085393
  nChanged 13
		SP:Iteration 36Q (7973.580000 sec): 3 clusters
  Score: Raw -4023486.943458 + Penalty 5065.261850 = -4018421.681608
  nChanged 10
		SP:Iteration 37Q (7973.650000 sec): 3 clusters
  Score: Raw -4023493.305976 + Penalty 5065.261850 = -4018428.044126
  nChanged 12
		SP:Iteration 38Q (7973.720000 sec): 3 clusters
  Score: Raw -4023500.967359 + Penalty 5065.261850 = -4018435.705509
  nChanged 10
		SP:Iteration 39Q (7973.790000 sec): 3 clusters
  Score: Raw -4023508.038482 + Penalty 5065.261850 = -4018442.776632
  nChanged 6
		SP:Iteration 40F (7973.880000 sec): 3 clusters
  Score: Raw -4023512.157354 + Penalty 5065.261850 = -4018446.895504
  nChanged 8
		SP:Iteration 41Q (7973.960000 sec): 3 clusters
  Score: Raw -4023516.287963 + Penalty 5065.261850 = -4018451.026113
  nChanged 6
		SP:Iteration 42Q (7974.020000 sec): 3 clusters
  Score: Raw -4023519.110406 + Penalty 5065.261850 = -4018453.848556
  nChanged 5
		SP:Iteration 43Q (7974.100000 sec): 3 clusters
  Score: Raw -4023521.764549 + Penalty 5065.261850 = -4018456.502699
  nChanged 2
		SP:Iteration 44Q (7974.160000 sec): 3 clusters
  Score: Raw -4023523.302446 + Penalty 5065.261850 = -4018458.040596
  nChanged 2
		SP:Iteration 45Q (7974.240000 sec): 3 clusters
  Score: Raw -4023524.991238 + Penalty 5065.261850 = -4018459.729388
  nChanged 4
		SP:Iteration 46Q (7974.300000 sec): 3 clusters
  Score: Raw -4023527.389270 + Penalty 5065.261850 = -4018462.127421
  nChanged 4
		SP:Iteration 47Q (7974.370000 sec): 3 clusters
  Score: Raw -4023529.024770 + Penalty 5065.261850 = -4018463.762920
  nChanged 3
		SP:Iteration 48Q (7974.440000 sec): 3 clusters
  Score: Raw -4023530.357203 + Penalty 5065.261850 = -4018465.095353
  nChanged 3
		SP:Iteration 49Q (7974.510000 sec): 3 clusters
  Score: Raw -4023531.607727 + Penalty 5065.261850 = -4018466.345877
  nChanged 1
		SP:Iteration 50Q (7974.580000 sec): 3 clusters
  Score: Raw -4023531.873590 + Penalty 5065.261850 = -4018466.611740
  nChanged 1
		SP:Iteration 51Q (7974.650000 sec): 3 clusters
  Score: Raw -4023532.153489 + Penalty 5065.261850 = -4018466.891639
  nChanged 1
		SP:Iteration 52Q (7974.720000 sec): 3 clusters
  Score: Raw -4023532.977591 + Penalty 5065.261850 = -4018467.715741
  nChanged 2
		SP:Iteration 53Q (7974.800000 sec): 3 clusters
  Score: Raw -4023534.184409 + Penalty 5065.261850 = -4018468.922559
  nChanged 4
		SP:Iteration 54Q (7974.870000 sec): 3 clusters
  Score: Raw -4023536.068727 + Penalty 5065.261850 = -4018470.806877
  nChanged 4
		SP:Iteration 55Q (7974.940000 sec): 3 clusters
  Score: Raw -4023539.484230 + Penalty 5065.261850 = -4018474.222380
  nChanged 7
		SP:Iteration 56Q (7975.010000 sec): 3 clusters
  Score: Raw -4023543.481762 + Penalty 5065.261850 = -4018478.219912
  nChanged 6
		SP:Iteration 57Q (7975.080000 sec): 3 clusters
  Score: Raw -4023546.898558 + Penalty 5065.261850 = -4018481.636708
  nChanged 3
		SP:Iteration 58Q (7975.150000 sec): 3 clusters
  Score: Raw -4023548.012340 + Penalty 5065.261850 = -4018482.750490
  nChanged 1
		SP:Iteration 59Q (7975.220000 sec): 3 clusters
  Score: Raw -4023548.620302 + Penalty 5065.261850 = -4018483.358452
  nChanged 2
		SP:Iteration 60F (7975.310000 sec): 3 clusters
  Score: Raw -4023549.743051 + Penalty 5065.261850 = -4018484.481201
  nChanged 2
		SP:Iteration 61Q (7975.380000 sec): 3 clusters
  Score: Raw -4023550.715053 + Penalty 5065.261850 = -4018485.453203
  nChanged 3
		SP:Iteration 62Q (7975.440000 sec): 3 clusters
  Score: Raw -4023552.426725 + Penalty 5065.261850 = -4018487.164875
  nChanged 3
		SP:Iteration 63Q (7975.510000 sec): 3 clusters
  Score: Raw -4023553.705576 + Penalty 5065.261850 = -4018488.443726
  nChanged 1
		SP:Iteration 64Q (7975.580000 sec): 3 clusters
  Score: Raw -4023554.451912 + Penalty 5065.261850 = -4018489.190062
  nChanged 1
		SP:Iteration 65Q (7975.650000 sec): 3 clusters
  Score: Raw -4023554.964278 + Penalty 5065.261850 = -4018489.702428
  nChanged 1
		SP:Iteration 66Q (7975.710000 sec): 3 clusters
  Score: Raw -4023555.232175 + Penalty 5065.261850 = -4018489.970325
  nChanged 0
		SP:Iteration 67F (7975.810000 sec): 3 clusters
  Score: Raw -4023555.232175 + Penalty 5065.261850 = -4018489.970325
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24072 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7975.880000 sec): 2 clusters
  Score: Raw -3337372.617782 + Penalty 2502.023545 = -3334870.594236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7975.960000 sec): 3 clusters
  Score: Raw -3323204.735074 + Penalty 5004.047091 = -3318200.687984
  nChanged 10724
		SP:Iteration 1F (7976.050000 sec): 3 clusters
  Score: Raw -3329018.734431 + Penalty 5004.047091 = -3324014.687340
  nChanged 1321
		SP:Iteration 2F (7976.130000 sec): 3 clusters
  Score: Raw -3329550.962498 + Penalty 5004.047091 = -3324546.915407
  nChanged 1219
		SP:Iteration 3F (7976.210000 sec): 3 clusters
  Score: Raw -3330099.179985 + Penalty 5004.047091 = -3325095.132894
  nChanged 1255
		SP:Iteration 4F (7976.300000 sec): 3 clusters
  Score: Raw -3330719.532039 + Penalty 5004.047091 = -3325715.484948
  nChanged 1250
		SP:Iteration 5F (7976.380000 sec): 3 clusters
  Score: Raw -3331431.797902 + Penalty 5004.047091 = -3326427.750811
  nChanged 1279
		SP:Iteration 6F (7976.460000 sec): 3 clusters
  Score: Raw -3332233.763558 + Penalty 5004.047091 = -3327229.716467
  nChanged 1315
		SP:Iteration 7F (7976.550000 sec): 3 clusters
  Score: Raw -3333167.593723 + Penalty 5004.047091 = -3328163.546633
  nChanged 1320
		SP:Iteration 8F (7976.630000 sec): 3 clusters
  Score: Raw -3334200.490084 + Penalty 5004.047091 = -3329196.442994
  nChanged 1130
		SP:Iteration 9Q (7976.720000 sec): 3 clusters
  Score: Raw -3335085.994669 + Penalty 5004.047091 = -3330081.947578
  nChanged 861
		SP:Iteration 10Q (7976.800000 sec): 3 clusters
  Score: Raw -3335719.368874 + Penalty 5004.047091 = -3330715.321784
  nChanged 656
		SP:Iteration 11Q (7976.880000 sec): 3 clusters
  Score: Raw -3336217.843621 + Penalty 5004.047091 = -3331213.796530
  nChanged 547
		SP:Iteration 12Q (7976.950000 sec): 3 clusters
  Score: Raw -3336592.041134 + Penalty 5004.047091 = -3331587.994043
  nChanged 410
		SP:Iteration 13Q (7977.030000 sec): 3 clusters
  Score: Raw -3336889.597448 + Penalty 5004.047091 = -3331885.550358
  nChanged 313
		SP:Iteration 14Q (7977.100000 sec): 3 clusters
  Score: Raw -3337084.879014 + Penalty 5004.047091 = -3332080.831924
  nChanged 238
		SP:Iteration 15Q (7977.170000 sec): 3 clusters
  Score: Raw -3337259.138502 + Penalty 5004.047091 = -3332255.091412
  nChanged 194
		SP:Iteration 16Q (7977.240000 sec): 3 clusters
  Score: Raw -3337390.485442 + Penalty 5004.047091 = -3332386.438352
  nChanged 162
		SP:Iteration 17Q (7977.300000 sec): 3 clusters
  Score: Raw -3337498.645702 + Penalty 5004.047091 = -3332494.598611
  nChanged 133
		SP:Iteration 18Q (7977.370000 sec): 3 clusters
  Score: Raw -3337596.234801 + Penalty 5004.047091 = -3332592.187711
  nChanged 113
		SP:Iteration 19Q (7977.440000 sec): 3 clusters
  Score: Raw -3337663.557005 + Penalty 5004.047091 = -3332659.509914
  nChanged 84
		SP:Iteration 20F (7977.520000 sec): 3 clusters
  Score: Raw -3337713.213392 + Penalty 5004.047091 = -3332709.166301
  nChanged 77
		SP:Iteration 21Q (7977.580000 sec): 3 clusters
  Score: Raw -3337756.360676 + Penalty 5004.047091 = -3332752.313585
  nChanged 56
		SP:Iteration 22Q (7977.650000 sec): 3 clusters
  Score: Raw -3337789.152845 + Penalty 5004.047091 = -3332785.105754
  nChanged 47
		SP:Iteration 23Q (7977.710000 sec): 3 clusters
  Score: Raw -3337813.951940 + Penalty 5004.047091 = -3332809.904849
  nChanged 32
		SP:Iteration 24Q (7977.770000 sec): 3 clusters
  Score: Raw -3337828.115724 + Penalty 5004.047091 = -3332824.068633
  nChanged 16
		SP:Iteration 25Q (7977.840000 sec): 3 clusters
  Score: Raw -3337837.499775 + Penalty 5004.047091 = -3332833.452684
  nChanged 22
		SP:Iteration 26Q (7977.900000 sec): 3 clusters
  Score: Raw -3337848.315668 + Penalty 5004.047091 = -3332844.268577
  nChanged 16
		SP:Iteration 27Q (7977.960000 sec): 3 clusters
  Score: Raw -3337855.262878 + Penalty 5004.047091 = -3332851.215788
  nChanged 16
		SP:Iteration 28Q (7978.020000 sec): 3 clusters
  Score: Raw -3337859.603497 + Penalty 5004.047091 = -3332855.556406
  nChanged 9
		SP:Iteration 29Q (7978.080000 sec): 3 clusters
  Score: Raw -3337862.946643 + Penalty 5004.047091 = -3332858.899552
  nChanged 5
		SP:Iteration 30Q (7978.150000 sec): 3 clusters
  Score: Raw -3337864.772267 + Penalty 5004.047091 = -3332860.725176
  nChanged 5
		SP:Iteration 31Q (7978.210000 sec): 3 clusters
  Score: Raw -3337867.020844 + Penalty 5004.047091 = -3332862.973754
  nChanged 6
		SP:Iteration 32Q (7978.270000 sec): 3 clusters
  Score: Raw -3337869.512181 + Penalty 5004.047091 = -3332865.465090
  nChanged 5
		SP:Iteration 33Q (7978.340000 sec): 3 clusters
  Score: Raw -3337871.350160 + Penalty 5004.047091 = -3332867.303069
  nChanged 3
		SP:Iteration 34Q (7978.400000 sec): 3 clusters
  Score: Raw -3337872.243576 + Penalty 5004.047091 = -3332868.196485
  nChanged 2
		SP:Iteration 35Q (7978.460000 sec): 3 clusters
  Score: Raw -3337873.616924 + Penalty 5004.047091 = -3332869.569833
  nChanged 4
		SP:Iteration 36Q (7978.520000 sec): 3 clusters
  Score: Raw -3337875.289961 + Penalty 5004.047091 = -3332871.242870
  nChanged 5
		SP:Iteration 37Q (7978.580000 sec): 3 clusters
  Score: Raw -3337877.595258 + Penalty 5004.047091 = -3332873.548167
  nChanged 3
		SP:Iteration 38Q (7978.640000 sec): 3 clusters
  Score: Raw -3337878.255318 + Penalty 5004.047091 = -3332874.208227
  nChanged 0
		SP:Iteration 39F (7978.730000 sec): 3 clusters
  Score: Raw -3337878.255318 + Penalty 5004.047091 = -3332874.208227
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7978.750000 sec): 2 clusters
  Score: Raw -494000.591510 + Penalty 2019.015069 = -491981.576441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7978.760000 sec): 3 clusters
  Score: Raw -492512.029661 + Penalty 4038.030138 = -488473.999523
  nChanged 1211
		SP:Iteration 1F (7978.780000 sec): 3 clusters
  Score: Raw -493299.605743 + Penalty 4038.030138 = -489261.575606
  nChanged 274
		SP:Iteration 2F (7978.790000 sec): 3 clusters
  Score: Raw -493518.479536 + Penalty 4038.030138 = -489480.449399
  nChanged 186
		SP:Iteration 3F (7978.800000 sec): 3 clusters
  Score: Raw -493640.871943 + Penalty 4038.030138 = -489602.841806
  nChanged 143
		SP:Iteration 4Q (7978.810000 sec): 3 clusters
  Score: Raw -493733.089080 + Penalty 4038.030138 = -489695.058943
  nChanged 100
		SP:Iteration 5Q (7978.820000 sec): 3 clusters
  Score: Raw -493797.473230 + Penalty 4038.030138 = -489759.443092
  nChanged 85
		SP:Iteration 6Q (7978.830000 sec): 3 clusters
  Score: Raw -493852.723212 + Penalty 4038.030138 = -489814.693075
  nChanged 74
		SP:Iteration 7Q (7978.840000 sec): 3 clusters
  Score: Raw -493903.689806 + Penalty 4038.030138 = -489865.659669
  nChanged 83
		SP:Iteration 8Q (7978.860000 sec): 3 clusters
  Score: Raw -493960.757923 + Penalty 4038.030138 = -489922.727785
  nChanged 75
		SP:Iteration 9Q (7978.870000 sec): 3 clusters
  Score: Raw -494002.318045 + Penalty 4038.030138 = -489964.287908
  nChanged 67
		SP:Iteration 10Q (7978.880000 sec): 3 clusters
  Score: Raw -494043.004467 + Penalty 4038.030138 = -490004.974329
  nChanged 58
		SP:Iteration 11Q (7978.890000 sec): 3 clusters
  Score: Raw -494077.843080 + Penalty 4038.030138 = -490039.812942
  nChanged 47
		SP:Iteration 12Q (7978.900000 sec): 3 clusters
  Score: Raw -494102.577198 + Penalty 4038.030138 = -490064.547060
  nChanged 41
		SP:Iteration 13Q (7978.920000 sec): 3 clusters
  Score: Raw -494125.985037 + Penalty 4038.030138 = -490087.954900
  nChanged 39
		SP:Iteration 14Q (7978.930000 sec): 3 clusters
  Score: Raw -494153.412600 + Penalty 4038.030138 = -490115.382462
  nChanged 39
		SP:Iteration 15Q (7978.940000 sec): 3 clusters
  Score: Raw -494175.659482 + Penalty 4038.030138 = -490137.629344
  nChanged 36
		SP:Iteration 16Q (7978.950000 sec): 3 clusters
  Score: Raw -494197.514395 + Penalty 4038.030138 = -490159.484257
  nChanged 37
		SP:Iteration 17Q (7978.960000 sec): 3 clusters
  Score: Raw -494222.342804 + Penalty 4038.030138 = -490184.312666
  nChanged 34
		SP:Iteration 18Q (7978.970000 sec): 3 clusters
  Score: Raw -494244.030788 + Penalty 4038.030138 = -490206.000650
  nChanged 35
		SP:Iteration 19Q (7978.980000 sec): 3 clusters
  Score: Raw -494266.088793 + Penalty 4038.030138 = -490228.058656
  nChanged 30
		SP:Iteration 20F (7979.000000 sec): 3 clusters
  Score: Raw -494290.595627 + Penalty 4038.030138 = -490252.565489
  nChanged 27
		SP:Iteration 21Q (7979.010000 sec): 3 clusters
  Score: Raw -494306.617874 + Penalty 4038.030138 = -490268.587737
  nChanged 28
		SP:Iteration 22Q (7979.020000 sec): 3 clusters
  Score: Raw -494322.891088 + Penalty 4038.030138 = -490284.860950
  nChanged 22
		SP:Iteration 23Q (7979.030000 sec): 3 clusters
  Score: Raw -494341.537626 + Penalty 4038.030138 = -490303.507488
  nChanged 31
		SP:Iteration 24Q (7979.040000 sec): 3 clusters
  Score: Raw -494365.245871 + Penalty 4038.030138 = -490327.215734
  nChanged 38
		SP:Iteration 25Q (7979.060000 sec): 3 clusters
  Score: Raw -494393.198306 + Penalty 4038.030138 = -490355.168168
  nChanged 37
		SP:Iteration 26Q (7979.070000 sec): 3 clusters
  Score: Raw -494432.747930 + Penalty 4038.030138 = -490394.717793
  nChanged 54
		SP:Iteration 27Q (7979.080000 sec): 3 clusters
  Score: Raw -494490.495608 + Penalty 4038.030138 = -490452.465470
  nChanged 55
		SP:Iteration 28Q (7979.090000 sec): 3 clusters
  Score: Raw -494555.503098 + Penalty 4038.030138 = -490517.472960
  nChanged 67
		SP:Iteration 29Q (7979.100000 sec): 3 clusters
  Score: Raw -494630.220941 + Penalty 4038.030138 = -490592.190803
  nChanged 71
		SP:Iteration 30Q (7979.110000 sec): 3 clusters
  Score: Raw -494711.420957 + Penalty 4038.030138 = -490673.390820
  nChanged 62
		SP:Iteration 31Q (7979.120000 sec): 3 clusters
  Score: Raw -494770.947646 + Penalty 4038.030138 = -490732.917509
  nChanged 58
		SP:Iteration 32Q (7979.140000 sec): 3 clusters
  Score: Raw -494832.395004 + Penalty 4038.030138 = -490794.364866
  nChanged 64
		SP:Iteration 33Q (7979.140000 sec): 3 clusters
  Score: Raw -494907.699162 + Penalty 4038.030138 = -490869.669025
  nChanged 62
		SP:Iteration 34Q (7979.160000 sec): 3 clusters
  Score: Raw -494970.843734 + Penalty 4038.030138 = -490932.813596
  nChanged 58
		SP:Iteration 35Q (7979.170000 sec): 3 clusters
  Score: Raw -495046.809898 + Penalty 4038.030138 = -491008.779760
  nChanged 60
		SP:Iteration 36Q (7979.180000 sec): 3 clusters
  Score: Raw -495111.757056 + Penalty 4038.030138 = -491073.726919
  nChanged 53
		SP:Iteration 37Q (7979.190000 sec): 3 clusters
  Score: Raw -495170.612524 + Penalty 4038.030138 = -491132.582387
  nChanged 57
		SP:Iteration 38Q (7979.200000 sec): 3 clusters
  Score: Raw -495235.146680 + Penalty 4038.030138 = -491197.116543
  nChanged 54
		SP:Iteration 39Q (7979.210000 sec): 3 clusters
  Score: Raw -495290.329435 + Penalty 4038.030138 = -491252.299297
  nChanged 46
		SP:Iteration 40F (7979.220000 sec): 3 clusters
  Score: Raw -495331.522808 + Penalty 4038.030138 = -491293.492671
  nChanged 36
		SP:Iteration 41Q (7979.230000 sec): 3 clusters
  Score: Raw -495357.020161 + Penalty 4038.030138 = -491318.990023
  nChanged 27
		SP:Iteration 42Q (7979.240000 sec): 3 clusters
  Score: Raw -495378.693271 + Penalty 4038.030138 = -491340.663133
  nChanged 29
		SP:Iteration 43Q (7979.250000 sec): 3 clusters
  Score: Raw -495399.531162 + Penalty 4038.030138 = -491361.501025
  nChanged 24
		SP:Iteration 44Q (7979.260000 sec): 3 clusters
  Score: Raw -495418.122511 + Penalty 4038.030138 = -491380.092374
  nChanged 25
		SP:Iteration 45Q (7979.270000 sec): 3 clusters
  Score: Raw -495432.330966 + Penalty 4038.030138 = -491394.300828
  nChanged 15
		SP:Iteration 46Q (7979.280000 sec): 3 clusters
  Score: Raw -495442.464492 + Penalty 4038.030138 = -491404.434354
  nChanged 15
		SP:Iteration 47Q (7979.290000 sec): 3 clusters
  Score: Raw -495450.143356 + Penalty 4038.030138 = -491412.113219
  nChanged 9
		SP:Iteration 48Q (7979.300000 sec): 3 clusters
  Score: Raw -495455.015617 + Penalty 4038.030138 = -491416.985479
  nChanged 14
		SP:Iteration 49Q (7979.310000 sec): 3 clusters
  Score: Raw -495462.010793 + Penalty 4038.030138 = -491423.980656
  nChanged 16
		SP:Iteration 50Q (7979.320000 sec): 3 clusters
  Score: Raw -495471.198193 + Penalty 4038.030138 = -491433.168055
  nChanged 17
		SP:Iteration 51Q (7979.330000 sec): 3 clusters
  Score: Raw -495481.034828 + Penalty 4038.030138 = -491443.004691
  nChanged 15
		SP:Iteration 52Q (7979.340000 sec): 3 clusters
  Score: Raw -495488.987465 + Penalty 4038.030138 = -491450.957328
  nChanged 15
		SP:Iteration 53Q (7979.350000 sec): 3 clusters
  Score: Raw -495499.555362 + Penalty 4038.030138 = -491461.525224
  nChanged 15
		SP:Iteration 54Q (7979.360000 sec): 3 clusters
  Score: Raw -495510.290041 + Penalty 4038.030138 = -491472.259903
  nChanged 24
		SP:Iteration 55Q (7979.370000 sec): 3 clusters
  Score: Raw -495526.818153 + Penalty 4038.030138 = -491488.788016
  nChanged 23
		SP:Iteration 56Q (7979.380000 sec): 3 clusters
  Score: Raw -495541.455978 + Penalty 4038.030138 = -491503.425840
  nChanged 26
		SP:Iteration 57Q (7979.390000 sec): 3 clusters
  Score: Raw -495559.470269 + Penalty 4038.030138 = -491521.440132
  nChanged 23
		SP:Iteration 58Q (7979.400000 sec): 3 clusters
  Score: Raw -495570.937447 + Penalty 4038.030138 = -491532.907309
  nChanged 25
		SP:Iteration 59Q (7979.400000 sec): 3 clusters
  Score: Raw -495586.927040 + Penalty 4038.030138 = -491548.896902
  nChanged 23
		SP:Iteration 60F (7979.420000 sec): 3 clusters
  Score: Raw -495599.841203 + Penalty 4038.030138 = -491561.811065
  nChanged 21
		SP:Iteration 61Q (7979.430000 sec): 3 clusters
  Score: Raw -495609.467079 + Penalty 4038.030138 = -491571.436941
  nChanged 16
		SP:Iteration 62Q (7979.440000 sec): 3 clusters
  Score: Raw -495619.325031 + Penalty 4038.030138 = -491581.294894
  nChanged 20
		SP:Iteration 63Q (7979.450000 sec): 3 clusters
  Score: Raw -495631.194066 + Penalty 4038.030138 = -491593.163928
  nChanged 20
		SP:Iteration 64Q (7979.460000 sec): 3 clusters
  Score: Raw -495642.172140 + Penalty 4038.030138 = -491604.142003
  nChanged 21
		SP:Iteration 65Q (7979.470000 sec): 3 clusters
  Score: Raw -495656.761016 + Penalty 4038.030138 = -491618.730878
  nChanged 28
		SP:Iteration 66Q (7979.480000 sec): 3 clusters
  Score: Raw -495673.065733 + Penalty 4038.030138 = -491635.035595
  nChanged 13
		SP:Iteration 67Q (7979.480000 sec): 3 clusters
  Score: Raw -495678.199564 + Penalty 4038.030138 = -491640.169427
  nChanged 12
		SP:Iteration 68Q (7979.500000 sec): 3 clusters
  Score: Raw -495683.140682 + Penalty 4038.030138 = -491645.110544
  nChanged 9
		SP:Iteration 69Q (7979.500000 sec): 3 clusters
  Score: Raw -495687.099155 + Penalty 4038.030138 = -491649.069017
  nChanged 11
		SP:Iteration 70Q (7979.520000 sec): 3 clusters
  Score: Raw -495692.923712 + Penalty 4038.030138 = -491654.893574
  nChanged 7
		SP:Iteration 71Q (7979.520000 sec): 3 clusters
  Score: Raw -495695.387123 + Penalty 4038.030138 = -491657.356986
  nChanged 4
		SP:Iteration 72Q (7979.540000 sec): 3 clusters
  Score: Raw -495696.323017 + Penalty 4038.030138 = -491658.292879
  nChanged 4
		SP:Iteration 73Q (7979.540000 sec): 3 clusters
  Score: Raw -495698.653608 + Penalty 4038.030138 = -491660.623471
  nChanged 4
		SP:Iteration 74Q (7979.550000 sec): 3 clusters
  Score: Raw -495699.756626 + Penalty 4038.030138 = -491661.726489
  nChanged 2
		SP:Iteration 75Q (7979.560000 sec): 3 clusters
  Score: Raw -495700.405712 + Penalty 4038.030138 = -491662.375575
  nChanged 1
		SP:Iteration 76Q (7979.570000 sec): 3 clusters
  Score: Raw -495700.791672 + Penalty 4038.030138 = -491662.761535
  nChanged 0
		SP:Iteration 77F (7979.580000 sec): 3 clusters
  Score: Raw -495700.791672 + Penalty 4038.030138 = -491662.761535
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7979.590000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7979.590000 sec): 3 clusters
  Score: Raw -126932.008126 + Penalty 3350.283633 = -123581.724493
  nChanged 196
		SP:Iteration 1F (7979.600000 sec): 3 clusters
  Score: Raw -127170.224296 + Penalty 3350.283633 = -123819.940663
  nChanged 50
		SP:Iteration 2F (7979.600000 sec): 3 clusters
  Score: Raw -127242.146901 + Penalty 3350.283633 = -123891.863268
  nChanged 26
		SP:Iteration 3Q (7979.600000 sec): 3 clusters
  Score: Raw -127278.054173 + Penalty 3350.283633 = -123927.770540
  nChanged 16
		SP:Iteration 4Q (7979.600000 sec): 3 clusters
  Score: Raw -127299.200062 + Penalty 3350.283633 = -123948.916428
  nChanged 5
		SP:Iteration 5Q (7979.610000 sec): 3 clusters
  Score: Raw -127303.721129 + Penalty 3350.283633 = -123953.437495
  nChanged 3
		SP:Iteration 6Q (7979.610000 sec): 3 clusters
  Score: Raw -127308.869344 + Penalty 3350.283633 = -123958.585710
  nChanged 6
		SP:Iteration 7Q (7979.610000 sec): 3 clusters
  Score: Raw -127317.491199 + Penalty 3350.283633 = -123967.207566
  nChanged 3
		SP:Iteration 8Q (7979.620000 sec): 3 clusters
  Score: Raw -127324.951543 + Penalty 3350.283633 = -123974.667910
  nChanged 5
		SP:Iteration 9Q (7979.620000 sec): 3 clusters
  Score: Raw -127348.121852 + Penalty 3350.283633 = -123997.838219
  nChanged 10
		SP:Iteration 10Q (7979.620000 sec): 3 clusters
  Score: Raw -127368.544450 + Penalty 3350.283633 = -124018.260816
  nChanged 9
		SP:Iteration 11Q (7979.620000 sec): 3 clusters
  Score: Raw -127391.534365 + Penalty 3350.283633 = -124041.250732
  nChanged 11
		SP:Iteration 12Q (7979.630000 sec): 3 clusters
  Score: Raw -127409.750023 + Penalty 3350.283633 = -124059.466390
  nChanged 7
		SP:Iteration 13Q (7979.630000 sec): 3 clusters
  Score: Raw -127420.611400 + Penalty 3350.283633 = -124070.327766
  nChanged 3
		SP:Iteration 14Q (7979.630000 sec): 3 clusters
  Score: Raw -127424.359074 + Penalty 3350.283633 = -124074.075440
  nChanged 0
		SP:Iteration 15F (7979.640000 sec): 3 clusters
  Score: Raw -127424.359074 + Penalty 3350.283633 = -124074.075440
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7979.640000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7979.640000 sec): 3 clusters
  Score: Raw -33681.667464 + Penalty 2756.186719 = -30925.480745
  nChanged 29
		SP:Iteration 1F (7979.640000 sec): 3 clusters
  Score: Raw -33893.724015 + Penalty 2756.186719 = -31137.537296
  nChanged 14
		SP:Iteration 2F (7979.640000 sec): 3 clusters
  Score: Raw -33949.642454 + Penalty 2756.186719 = -31193.455736
  nChanged 6
		SP:Iteration 3Q (7979.640000 sec): 3 clusters
  Score: Raw -33990.146112 + Penalty 2756.186719 = -31233.959393
  nChanged 9
		SP:Iteration 4Q (7979.640000 sec): 3 clusters
  Score: Raw -34040.794399 + Penalty 2756.186719 = -31284.607680
  nChanged 6
		SP:Iteration 5Q (7979.640000 sec): 3 clusters
  Score: Raw -34063.077121 + Penalty 2756.186719 = -31306.890402
  nChanged 5
		SP:Iteration 6Q (7979.640000 sec): 3 clusters
  Score: Raw -34084.395105 + Penalty 2756.186719 = -31328.208387
  nChanged 3
		SP:Iteration 7Q (7979.640000 sec): 3 clusters
  Score: Raw -34100.221766 + Penalty 2756.186719 = -31344.035047
  nChanged 3
		SP:Iteration 8Q (7979.650000 sec): 3 clusters
  Score: Raw -34118.080677 + Penalty 2756.186719 = -31361.893958
  nChanged 5
		SP:Iteration 9Q (7979.650000 sec): 3 clusters
  Score: Raw -34167.136285 + Penalty 2756.186719 = -31410.949566
  nChanged 4
		SP:Iteration 10Q (7979.650000 sec): 3 clusters
  Score: Raw -34200.873541 + Penalty 2756.186719 = -31444.686822
  nChanged 1
		SP:Iteration 11Q (7979.650000 sec): 3 clusters
  Score: Raw -34203.403186 + Penalty 2756.186719 = -31447.216467
  nChanged 0
		SP:Iteration 12F (7979.650000 sec): 3 clusters
  Score: Raw -34203.403186 + Penalty 2756.186719 = -31447.216467
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13788 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7979.700000 sec): 2 clusters
  Score: Raw -2058082.362425 + Penalty 2363.825374 = -2055718.537051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7979.740000 sec): 3 clusters
  Score: Raw -2050517.711847 + Penalty 4727.650748 = -2045790.061099
  nChanged 5837
		SP:Iteration 1F (7979.790000 sec): 3 clusters
  Score: Raw -2053649.847205 + Penalty 4727.650748 = -2048922.196457
  nChanged 820
		SP:Iteration 2F (7979.840000 sec): 3 clusters
  Score: Raw -2054000.198635 + Penalty 4727.650748 = -2049272.547887
  nChanged 706
		SP:Iteration 3F (7979.880000 sec): 3 clusters
  Score: Raw -2054297.846905 + Penalty 4727.650748 = -2049570.196156
  nChanged 614
		SP:Iteration 4Q (7979.930000 sec): 3 clusters
  Score: Raw -2054563.275196 + Penalty 4727.650748 = -2049835.624448
  nChanged 583
		SP:Iteration 5Q (7979.980000 sec): 3 clusters
  Score: Raw -2054863.079662 + Penalty 4727.650748 = -2050135.428914
  nChanged 634
		SP:Iteration 6Q (7980.020000 sec): 3 clusters
  Score: Raw -2055218.932458 + Penalty 4727.650748 = -2050491.281710
  nChanged 666
		SP:Iteration 7Q (7980.070000 sec): 3 clusters
  Score: Raw -2055632.445030 + Penalty 4727.650748 = -2050904.794282
  nChanged 691
		SP:Iteration 8F (7980.110000 sec): 3 clusters
  Score: Raw -2056103.346332 + Penalty 4727.650748 = -2051375.695584
  nChanged 690
		SP:Iteration 9F (7980.160000 sec): 3 clusters
  Score: Raw -2056619.512886 + Penalty 4727.650748 = -2051891.862138
  nChanged 609
		SP:Iteration 10Q (7980.200000 sec): 3 clusters
  Score: Raw -2057112.804694 + Penalty 4727.650748 = -2052385.153946
  nChanged 482
		SP:Iteration 11Q (7980.250000 sec): 3 clusters
  Score: Raw -2057519.139396 + Penalty 4727.650748 = -2052791.488648
  nChanged 349
		SP:Iteration 12Q (7980.300000 sec): 3 clusters
  Score: Raw -2057836.661696 + Penalty 4727.650748 = -2053109.010948
  nChanged 226
		SP:Iteration 13Q (7980.340000 sec): 3 clusters
  Score: Raw -2058045.141382 + Penalty 4727.650748 = -2053317.490634
  nChanged 124
		SP:Iteration 14Q (7980.380000 sec): 3 clusters
  Score: Raw -2058160.756316 + Penalty 4727.650748 = -2053433.105568
  nChanged 69
		SP:Iteration 15Q (7980.420000 sec): 3 clusters
  Score: Raw -2058234.925396 + Penalty 4727.650748 = -2053507.274648
  nChanged 55
		SP:Iteration 16Q (7980.450000 sec): 3 clusters
  Score: Raw -2058295.361067 + Penalty 4727.650748 = -2053567.710319
  nChanged 29
		SP:Iteration 17Q (7980.490000 sec): 3 clusters
  Score: Raw -2058336.375175 + Penalty 4727.650748 = -2053608.724427
  nChanged 24
		SP:Iteration 18Q (7980.520000 sec): 3 clusters
  Score: Raw -2058359.418331 + Penalty 4727.650748 = -2053631.767583
  nChanged 13
		SP:Iteration 19Q (7980.560000 sec): 3 clusters
  Score: Raw -2058370.142804 + Penalty 4727.650748 = -2053642.492056
  nChanged 10
		SP:Iteration 20F (7980.600000 sec): 3 clusters
  Score: Raw -2058379.503224 + Penalty 4727.650748 = -2053651.852476
  nChanged 6
		SP:Iteration 21Q (7980.640000 sec): 3 clusters
  Score: Raw -2058383.464023 + Penalty 4727.650748 = -2053655.813275
  nChanged 5
		SP:Iteration 22Q (7980.680000 sec): 3 clusters
  Score: Raw -2058388.666166 + Penalty 4727.650748 = -2053661.015418
  nChanged 2
		SP:Iteration 23Q (7980.710000 sec): 3 clusters
  Score: Raw -2058390.287230 + Penalty 4727.650748 = -2053662.636482
  nChanged 1
		SP:Iteration 24Q (7980.740000 sec): 3 clusters
  Score: Raw -2058390.778407 + Penalty 4727.650748 = -2053663.127659
  nChanged 3
		SP:Iteration 25Q (7980.780000 sec): 3 clusters
  Score: Raw -2058394.105858 + Penalty 4727.650748 = -2053666.455110
  nChanged 3
		SP:Iteration 26Q (7980.820000 sec): 3 clusters
  Score: Raw -2058397.729890 + Penalty 4727.650748 = -2053670.079142
  nChanged 4
		SP:Iteration 27Q (7980.850000 sec): 3 clusters
  Score: Raw -2058404.528737 + Penalty 4727.650748 = -2053676.877989
  nChanged 4
		SP:Iteration 28Q (7980.890000 sec): 3 clusters
  Score: Raw -2058407.324447 + Penalty 4727.650748 = -2053679.673698
  nChanged 4
		SP:Iteration 29Q (7980.920000 sec): 3 clusters
  Score: Raw -2058413.386571 + Penalty 4727.650748 = -2053685.735823
  nChanged 1
		SP:Iteration 30Q (7980.960000 sec): 3 clusters
  Score: Raw -2058413.828581 + Penalty 4727.650748 = -2053686.177833
  nChanged 1
		SP:Iteration 31Q (7980.990000 sec): 3 clusters
  Score: Raw -2058414.531223 + Penalty 4727.650748 = -2053686.880474
  nChanged 0
		SP:Iteration 32F (7981.040000 sec): 3 clusters
  Score: Raw -2058414.531223 + Penalty 4727.650748 = -2053686.880474
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7981.280000 sec): 2 clusters
  Score: Raw -10201194.362927 + Penalty 2765.891272 = -10198428.471655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7981.540000 sec): 3 clusters
  Score: Raw -10156999.761627 + Penalty 5531.782545 = -10151467.979082
  nChanged 32802
		SP:Iteration 1F (7981.800000 sec): 3 clusters
  Score: Raw -10175462.629249 + Penalty 5531.782545 = -10169930.846705
  nChanged 2587
		SP:Iteration 2Q (7982.060000 sec): 3 clusters
  Score: Raw -10176123.660481 + Penalty 5531.782545 = -10170591.877936
  nChanged 2626
		SP:Iteration 3Q (7982.310000 sec): 3 clusters
  Score: Raw -10176941.918741 + Penalty 5531.782545 = -10171410.136197
  nChanged 3085
		SP:Iteration 4Q (7982.560000 sec): 3 clusters
  Score: Raw -10178104.838421 + Penalty 5531.782545 = -10172573.055877
  nChanged 3680
		SP:Iteration 5F (7982.820000 sec): 3 clusters
  Score: Raw -10179885.061797 + Penalty 5531.782545 = -10174353.279252
  nChanged 4361
		SP:Iteration 6F (7983.080000 sec): 3 clusters
  Score: Raw -10182490.198101 + Penalty 5531.782545 = -10176958.415556
  nChanged 4968
		SP:Iteration 7F (7983.330000 sec): 3 clusters
  Score: Raw -10186019.288279 + Penalty 5531.782545 = -10180487.505734
  nChanged 5201
		SP:Iteration 8F (7983.580000 sec): 3 clusters
  Score: Raw -10190222.309229 + Penalty 5531.782545 = -10184690.526684
  nChanged 4614
		SP:Iteration 9F (7983.820000 sec): 3 clusters
  Score: Raw -10194177.932705 + Penalty 5531.782545 = -10188646.150161
  nChanged 3562
		SP:Iteration 10F (7984.070000 sec): 3 clusters
  Score: Raw -10197327.785761 + Penalty 5531.782545 = -10191796.003216
  nChanged 2361
		SP:Iteration 11Q (7984.320000 sec): 3 clusters
  Score: Raw -10199472.106760 + Penalty 5531.782545 = -10193940.324215
  nChanged 1273
		SP:Iteration 12Q (7984.560000 sec): 3 clusters
  Score: Raw -10200568.794043 + Penalty 5531.782545 = -10195037.011498
  nChanged 564
		SP:Iteration 13Q (7984.760000 sec): 3 clusters
  Score: Raw -10201021.674154 + Penalty 5531.782545 = -10195489.891609
  nChanged 266
		SP:Iteration 14Q (7984.960000 sec): 3 clusters
  Score: Raw -10201244.813867 + Penalty 5531.782545 = -10195713.031323
  nChanged 147
		SP:Iteration 15Q (7985.150000 sec): 3 clusters
  Score: Raw -10201367.940779 + Penalty 5531.782545 = -10195836.158234
  nChanged 103
		SP:Iteration 16Q (7985.340000 sec): 3 clusters
  Score: Raw -10201458.425343 + Penalty 5531.782545 = -10195926.642798
  nChanged 64
		SP:Iteration 17Q (7985.520000 sec): 3 clusters
  Score: Raw -10201509.070947 + Penalty 5531.782545 = -10195977.288402
  nChanged 37
		SP:Iteration 18Q (7985.700000 sec): 3 clusters
  Score: Raw -10201537.578247 + Penalty 5531.782545 = -10196005.795703
  nChanged 31
		SP:Iteration 19Q (7985.880000 sec): 3 clusters
  Score: Raw -10201558.055150 + Penalty 5531.782545 = -10196026.272605
  nChanged 15
		SP:Iteration 20F (7986.120000 sec): 3 clusters
  Score: Raw -10201567.094540 + Penalty 5531.782545 = -10196035.311995
  nChanged 10
		SP:Iteration 21Q (7986.300000 sec): 3 clusters
  Score: Raw -10201575.634751 + Penalty 5531.782545 = -10196043.852206
  nChanged 7
		SP:Iteration 22Q (7986.490000 sec): 3 clusters
  Score: Raw -10201581.609152 + Penalty 5531.782545 = -10196049.826607
  nChanged 9
		SP:Iteration 23Q (7986.660000 sec): 3 clusters
  Score: Raw -10201590.509891 + Penalty 5531.782545 = -10196058.727347
  nChanged 10
		SP:Iteration 24Q (7986.840000 sec): 3 clusters
  Score: Raw -10201597.497149 + Penalty 5531.782545 = -10196065.714605
  nChanged 1
		SP:Iteration 25Q (7987.020000 sec): 3 clusters
  Score: Raw -10201598.796791 + Penalty 5531.782545 = -10196067.014247
  nChanged 2
		SP:Iteration 26Q (7987.200000 sec): 3 clusters
  Score: Raw -10201600.593931 + Penalty 5531.782545 = -10196068.811386
  nChanged 3
		SP:Iteration 27Q (7987.380000 sec): 3 clusters
  Score: Raw -10201602.135550 + Penalty 5531.782545 = -10196070.353006
  nChanged 2
		SP:Iteration 28Q (7987.560000 sec): 3 clusters
  Score: Raw -10201605.346746 + Penalty 5531.782545 = -10196073.564201
  nChanged 2
		SP:Iteration 29Q (7987.730000 sec): 3 clusters
  Score: Raw -10201608.136967 + Penalty 5531.782545 = -10196076.354422
  nChanged 2
		SP:Iteration 30Q (7987.910000 sec): 3 clusters
  Score: Raw -10201610.034265 + Penalty 5531.782545 = -10196078.251720
  nChanged 1
		SP:Iteration 31Q (7988.090000 sec): 3 clusters
  Score: Raw -10201610.384964 + Penalty 5531.782545 = -10196078.602419
  nChanged 1
		SP:Iteration 32Q (7988.280000 sec): 3 clusters
  Score: Raw -10201611.102427 + Penalty 5531.782545 = -10196079.319882
  nChanged 2
		SP:Iteration 33Q (7988.450000 sec): 3 clusters
  Score: Raw -10201611.743937 + Penalty 5531.782545 = -10196079.961392
  nChanged 1
		SP:Iteration 34Q (7988.630000 sec): 3 clusters
  Score: Raw -10201612.011507 + Penalty 5531.782545 = -10196080.228962
  nChanged 0
		SP:Iteration 35F (7988.880000 sec): 3 clusters
  Score: Raw -10201612.011507 + Penalty 5531.782545 = -10196080.228962
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7988.920000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7988.930000 sec): 3 clusters
  Score: Raw -385273.985994 + Penalty 3923.652944 = -381350.333050
  nChanged 919
		SP:Iteration 1F (7988.940000 sec): 3 clusters
  Score: Raw -385847.332885 + Penalty 3923.652944 = -381923.679942
  nChanged 176
		SP:Iteration 2F (7988.940000 sec): 3 clusters
  Score: Raw -385963.051473 + Penalty 3923.652944 = -382039.398530
  nChanged 102
		SP:Iteration 3Q (7988.950000 sec): 3 clusters
  Score: Raw -386034.182361 + Penalty 3923.652944 = -382110.529417
  nChanged 71
		SP:Iteration 4Q (7988.960000 sec): 3 clusters
  Score: Raw -386083.912087 + Penalty 3923.652944 = -382160.259143
  nChanged 56
		SP:Iteration 5Q (7988.970000 sec): 3 clusters
  Score: Raw -386109.545980 + Penalty 3923.652944 = -382185.893036
  nChanged 30
		SP:Iteration 6Q (7988.980000 sec): 3 clusters
  Score: Raw -386127.050091 + Penalty 3923.652944 = -382203.397147
  nChanged 31
		SP:Iteration 7Q (7988.990000 sec): 3 clusters
  Score: Raw -386142.066127 + Penalty 3923.652944 = -382218.413184
  nChanged 32
		SP:Iteration 8Q (7989.000000 sec): 3 clusters
  Score: Raw -386162.342609 + Penalty 3923.652944 = -382238.689666
  nChanged 33
		SP:Iteration 9Q (7989.010000 sec): 3 clusters
  Score: Raw -386180.653058 + Penalty 3923.652944 = -382257.000115
  nChanged 24
		SP:Iteration 10Q (7989.020000 sec): 3 clusters
  Score: Raw -386192.968529 + Penalty 3923.652944 = -382269.315586
  nChanged 24
		SP:Iteration 11Q (7989.030000 sec): 3 clusters
  Score: Raw -386208.143214 + Penalty 3923.652944 = -382284.490270
  nChanged 19
		SP:Iteration 12Q (7989.040000 sec): 3 clusters
  Score: Raw -386217.759332 + Penalty 3923.652944 = -382294.106389
  nChanged 17
		SP:Iteration 13Q (7989.050000 sec): 3 clusters
  Score: Raw -386226.629595 + Penalty 3923.652944 = -382302.976651
  nChanged 16
		SP:Iteration 14Q (7989.060000 sec): 3 clusters
  Score: Raw -386235.253919 + Penalty 3923.652944 = -382311.600975
  nChanged 18
		SP:Iteration 15Q (7989.060000 sec): 3 clusters
  Score: Raw -386245.778859 + Penalty 3923.652944 = -382322.125916
  nChanged 20
		SP:Iteration 16Q (7989.070000 sec): 3 clusters
  Score: Raw -386256.302266 + Penalty 3923.652944 = -382332.649323
  nChanged 10
		SP:Iteration 17Q (7989.080000 sec): 3 clusters
  Score: Raw -386262.480460 + Penalty 3923.652944 = -382338.827517
  nChanged 10
		SP:Iteration 18Q (7989.090000 sec): 3 clusters
  Score: Raw -386266.437475 + Penalty 3923.652944 = -382342.784531
  nChanged 8
		SP:Iteration 19Q (7989.100000 sec): 3 clusters
  Score: Raw -386270.150864 + Penalty 3923.652944 = -382346.497920
  nChanged 4
		SP:Iteration 20F (7989.110000 sec): 3 clusters
  Score: Raw -386271.182298 + Penalty 3923.652944 = -382347.529355
  nChanged 5
		SP:Iteration 21Q (7989.120000 sec): 3 clusters
  Score: Raw -386273.461961 + Penalty 3923.652944 = -382349.809017
  nChanged 6
		SP:Iteration 22Q (7989.130000 sec): 3 clusters
  Score: Raw -386275.802899 + Penalty 3923.652944 = -382352.149956
  nChanged 6
		SP:Iteration 23Q (7989.140000 sec): 3 clusters
  Score: Raw -386279.808703 + Penalty 3923.652944 = -382356.155760
  nChanged 6
		SP:Iteration 24Q (7989.150000 sec): 3 clusters
  Score: Raw -386282.812719 + Penalty 3923.652944 = -382359.159775
  nChanged 8
		SP:Iteration 25Q (7989.160000 sec): 3 clusters
  Score: Raw -386287.114139 + Penalty 3923.652944 = -382363.461196
  nChanged 8
		SP:Iteration 26Q (7989.160000 sec): 3 clusters
  Score: Raw -386290.699950 + Penalty 3923.652944 = -382367.047007
  nChanged 6
		SP:Iteration 27Q (7989.180000 sec): 3 clusters
  Score: Raw -386293.151072 + Penalty 3923.652944 = -382369.498129
  nChanged 7
		SP:Iteration 28Q (7989.180000 sec): 3 clusters
  Score: Raw -386297.160893 + Penalty 3923.652944 = -382373.507949
  nChanged 12
		SP:Iteration 29Q (7989.190000 sec): 3 clusters
  Score: Raw -386305.773462 + Penalty 3923.652944 = -382382.120519
  nChanged 11
		SP:Iteration 30Q (7989.200000 sec): 3 clusters
  Score: Raw -386312.855621 + Penalty 3923.652944 = -382389.202677
  nChanged 11
		SP:Iteration 31Q (7989.210000 sec): 3 clusters
  Score: Raw -386319.542888 + Penalty 3923.652944 = -382395.889944
  nChanged 12
		SP:Iteration 32Q (7989.220000 sec): 3 clusters
  Score: Raw -386326.795795 + Penalty 3923.652944 = -382403.142851
  nChanged 7
		SP:Iteration 33Q (7989.230000 sec): 3 clusters
  Score: Raw -386330.148800 + Penalty 3923.652944 = -382406.495856
  nChanged 5
		SP:Iteration 34Q (7989.240000 sec): 3 clusters
  Score: Raw -386333.451203 + Penalty 3923.652944 = -382409.798259
  nChanged 7
		SP:Iteration 35Q (7989.250000 sec): 3 clusters
  Score: Raw -386338.006086 + Penalty 3923.652944 = -382414.353142
  nChanged 6
		SP:Iteration 36Q (7989.260000 sec): 3 clusters
  Score: Raw -386339.737924 + Penalty 3923.652944 = -382416.084980
  nChanged 0
		SP:Iteration 37F (7989.260000 sec): 3 clusters
  Score: Raw -386339.737924 + Penalty 3923.652944 = -382416.084980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7989.270000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7989.280000 sec): 3 clusters
  Score: Raw -168814.713196 + Penalty 3494.272938 = -165320.440258
  nChanged 314
		SP:Iteration 1F (7989.280000 sec): 3 clusters
  Score: Raw -169137.198231 + Penalty 3494.272938 = -165642.925292
  nChanged 76
		SP:Iteration 2F (7989.280000 sec): 3 clusters
  Score: Raw -169225.045796 + Penalty 3494.272938 = -165730.772858
  nChanged 33
		SP:Iteration 3Q (7989.290000 sec): 3 clusters
  Score: Raw -169261.155565 + Penalty 3494.272938 = -165766.882627
  nChanged 19
		SP:Iteration 4Q (7989.290000 sec): 3 clusters
  Score: Raw -169284.663245 + Penalty 3494.272938 = -165790.390307
  nChanged 10
		SP:Iteration 5Q (7989.290000 sec): 3 clusters
  Score: Raw -169298.966679 + Penalty 3494.272938 = -165804.693741
  nChanged 13
		SP:Iteration 6Q (7989.300000 sec): 3 clusters
  Score: Raw -169314.941428 + Penalty 3494.272938 = -165820.668490
  nChanged 3
		SP:Iteration 7Q (7989.300000 sec): 3 clusters
  Score: Raw -169317.233273 + Penalty 3494.272938 = -165822.960335
  nChanged 1
		SP:Iteration 8Q (7989.300000 sec): 3 clusters
  Score: Raw -169318.104373 + Penalty 3494.272938 = -165823.831435
  nChanged 1
		SP:Iteration 9Q (7989.310000 sec): 3 clusters
  Score: Raw -169319.085341 + Penalty 3494.272938 = -165824.812403
  nChanged 3
		SP:Iteration 10Q (7989.310000 sec): 3 clusters
  Score: Raw -169322.218925 + Penalty 3494.272938 = -165827.945987
  nChanged 3
		SP:Iteration 11Q (7989.320000 sec): 3 clusters
  Score: Raw -169325.641208 + Penalty 3494.272938 = -165831.368270
  nChanged 1
		SP:Iteration 12Q (7989.320000 sec): 3 clusters
  Score: Raw -169326.239958 + Penalty 3494.272938 = -165831.967020
  nChanged 1
		SP:Iteration 13Q (7989.320000 sec): 3 clusters
  Score: Raw -169327.132636 + Penalty 3494.272938 = -165832.859698
  nChanged 1
		SP:Iteration 14Q (7989.330000 sec): 3 clusters
  Score: Raw -169328.058997 + Penalty 3494.272938 = -165833.786059
  nChanged 2
		SP:Iteration 15Q (7989.330000 sec): 3 clusters
  Score: Raw -169330.560320 + Penalty 3494.272938 = -165836.287382
  nChanged 2
		SP:Iteration 16Q (7989.340000 sec): 3 clusters
  Score: Raw -169332.690646 + Penalty 3494.272938 = -165838.417707
  nChanged 1
		SP:Iteration 17Q (7989.340000 sec): 3 clusters
  Score: Raw -169333.315918 + Penalty 3494.272938 = -165839.042980
  nChanged 0
		SP:Iteration 18F (7989.340000 sec): 3 clusters
  Score: Raw -169333.315918 + Penalty 3494.272938 = -165839.042980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7989.350000 sec): 2 clusters
  Score: Raw -257203.131277 + Penalty 1864.614590 = -255338.516687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7989.360000 sec): 3 clusters
  Score: Raw -256694.228034 + Penalty 3729.229180 = -252964.998855
  nChanged 622
		SP:Iteration 1F (7989.360000 sec): 3 clusters
  Score: Raw -257621.444510 + Penalty 3729.229180 = -253892.215330
  nChanged 236
		SP:Iteration 2F (7989.370000 sec): 3 clusters
  Score: Raw -258143.303788 + Penalty 3729.229180 = -254414.074609
  nChanged 167
		SP:Iteration 3F (7989.380000 sec): 3 clusters
  Score: Raw -258445.445594 + Penalty 3729.229180 = -254716.216415
  nChanged 107
		SP:Iteration 4F (7989.380000 sec): 3 clusters
  Score: Raw -258610.158495 + Penalty 3729.229180 = -254880.929316
  nChanged 73
		SP:Iteration 5Q (7989.390000 sec): 3 clusters
  Score: Raw -258721.770502 + Penalty 3729.229180 = -254992.541323
  nChanged 38
		SP:Iteration 6Q (7989.390000 sec): 3 clusters
  Score: Raw -258787.300336 + Penalty 3729.229180 = -255058.071157
  nChanged 28
		SP:Iteration 7Q (7989.400000 sec): 3 clusters
  Score: Raw -258838.499784 + Penalty 3729.229180 = -255109.270605
  nChanged 15
		SP:Iteration 8Q (7989.400000 sec): 3 clusters
  Score: Raw -258865.658867 + Penalty 3729.229180 = -255136.429688
  nChanged 15
		SP:Iteration 9Q (7989.410000 sec): 3 clusters
  Score: Raw -258887.348466 + Penalty 3729.229180 = -255158.119287
  nChanged 9
		SP:Iteration 10Q (7989.420000 sec): 3 clusters
  Score: Raw -258895.786035 + Penalty 3729.229180 = -255166.556856
  nChanged 5
		SP:Iteration 11Q (7989.420000 sec): 3 clusters
  Score: Raw -258901.921112 + Penalty 3729.229180 = -255172.691932
  nChanged 4
		SP:Iteration 12Q (7989.430000 sec): 3 clusters
  Score: Raw -258904.558100 + Penalty 3729.229180 = -255175.328921
  nChanged 3
		SP:Iteration 13Q (7989.430000 sec): 3 clusters
  Score: Raw -258909.016185 + Penalty 3729.229180 = -255179.787006
  nChanged 3
		SP:Iteration 14Q (7989.440000 sec): 3 clusters
  Score: Raw -258910.669789 + Penalty 3729.229180 = -255181.440610
  nChanged 1
		SP:Iteration 15Q (7989.440000 sec): 3 clusters
  Score: Raw -258911.485793 + Penalty 3729.229180 = -255182.256613
  nChanged 0
		SP:Iteration 16F (7989.450000 sec): 3 clusters
  Score: Raw -258911.485793 + Penalty 3729.229180 = -255182.256613
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10876 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7989.480000 sec): 2 clusters
  Score: Raw -1661921.867796 + Penalty 2304.989824 = -1659616.877973
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7989.520000 sec): 3 clusters
  Score: Raw -1655923.550001 + Penalty 4609.979648 = -1651313.570353
  nChanged 4579
		SP:Iteration 1F (7989.560000 sec): 3 clusters
  Score: Raw -1658317.625542 + Penalty 4609.979648 = -1653707.645894
  nChanged 691
		SP:Iteration 2F (7989.600000 sec): 3 clusters
  Score: Raw -1658587.145613 + Penalty 4609.979648 = -1653977.165965
  nChanged 481
		SP:Iteration 3Q (7989.640000 sec): 3 clusters
  Score: Raw -1658764.647978 + Penalty 4609.979648 = -1654154.668331
  nChanged 378
		SP:Iteration 4Q (7989.680000 sec): 3 clusters
  Score: Raw -1658908.498848 + Penalty 4609.979648 = -1654298.519200
  nChanged 322
		SP:Iteration 5Q (7989.720000 sec): 3 clusters
  Score: Raw -1659028.802603 + Penalty 4609.979648 = -1654418.822955
  nChanged 289
		SP:Iteration 6Q (7989.750000 sec): 3 clusters
  Score: Raw -1659152.827409 + Penalty 4609.979648 = -1654542.847762
  nChanged 292
		SP:Iteration 7Q (7989.790000 sec): 3 clusters
  Score: Raw -1659288.811065 + Penalty 4609.979648 = -1654678.831418
  nChanged 332
		SP:Iteration 8Q (7989.830000 sec): 3 clusters
  Score: Raw -1659430.351067 + Penalty 4609.979648 = -1654820.371419
  nChanged 326
		SP:Iteration 9Q (7989.870000 sec): 3 clusters
  Score: Raw -1659576.750564 + Penalty 4609.979648 = -1654966.770916
  nChanged 321
		SP:Iteration 10Q (7989.900000 sec): 3 clusters
  Score: Raw -1659732.396567 + Penalty 4609.979648 = -1655122.416919
  nChanged 314
		SP:Iteration 11Q (7989.940000 sec): 3 clusters
  Score: Raw -1659883.401700 + Penalty 4609.979648 = -1655273.422053
  nChanged 310
		SP:Iteration 12Q (7989.980000 sec): 3 clusters
  Score: Raw -1660028.880508 + Penalty 4609.979648 = -1655418.900861
  nChanged 329
		SP:Iteration 13Q (7990.010000 sec): 3 clusters
  Score: Raw -1660196.825528 + Penalty 4609.979648 = -1655586.845880
  nChanged 329
		SP:Iteration 14Q (7990.050000 sec): 3 clusters
  Score: Raw -1660371.300107 + Penalty 4609.979648 = -1655761.320459
  nChanged 340
		SP:Iteration 15Q (7990.090000 sec): 3 clusters
  Score: Raw -1660565.127143 + Penalty 4609.979648 = -1655955.147495
  nChanged 345
		SP:Iteration 16Q (7990.120000 sec): 3 clusters
  Score: Raw -1660786.267180 + Penalty 4609.979648 = -1656176.287532
  nChanged 345
		SP:Iteration 17Q (7990.160000 sec): 3 clusters
  Score: Raw -1661011.739431 + Penalty 4609.979648 = -1656401.759783
  nChanged 311
		SP:Iteration 18Q (7990.190000 sec): 3 clusters
  Score: Raw -1661230.490860 + Penalty 4609.979648 = -1656620.511212
  nChanged 294
		SP:Iteration 19Q (7990.230000 sec): 3 clusters
  Score: Raw -1661437.184403 + Penalty 4609.979648 = -1656827.204755
  nChanged 258
		SP:Iteration 20F (7990.260000 sec): 3 clusters
  Score: Raw -1661631.219221 + Penalty 4609.979648 = -1657021.239574
  nChanged 212
		SP:Iteration 21Q (7990.290000 sec): 3 clusters
  Score: Raw -1661778.049978 + Penalty 4609.979648 = -1657168.070330
  nChanged 146
		SP:Iteration 22Q (7990.330000 sec): 3 clusters
  Score: Raw -1661881.444586 + Penalty 4609.979648 = -1657271.464938
  nChanged 98
		SP:Iteration 23Q (7990.350000 sec): 3 clusters
  Score: Raw -1661946.457022 + Penalty 4609.979648 = -1657336.477375
  nChanged 77
		SP:Iteration 24Q (7990.390000 sec): 3 clusters
  Score: Raw -1662000.028310 + Penalty 4609.979648 = -1657390.048662
  nChanged 64
		SP:Iteration 25Q (7990.410000 sec): 3 clusters
  Score: Raw -1662048.126255 + Penalty 4609.979648 = -1657438.146607
  nChanged 48
		SP:Iteration 26Q (7990.440000 sec): 3 clusters
  Score: Raw -1662083.371688 + Penalty 4609.979648 = -1657473.392041
  nChanged 38
		SP:Iteration 27Q (7990.470000 sec): 3 clusters
  Score: Raw -1662113.592336 + Penalty 4609.979648 = -1657503.612689
  nChanged 38
		SP:Iteration 28Q (7990.500000 sec): 3 clusters
  Score: Raw -1662142.958036 + Penalty 4609.979648 = -1657532.978389
  nChanged 34
		SP:Iteration 29Q (7990.530000 sec): 3 clusters
  Score: Raw -1662172.273522 + Penalty 4609.979648 = -1657562.293874
  nChanged 32
		SP:Iteration 30Q (7990.550000 sec): 3 clusters
  Score: Raw -1662194.432449 + Penalty 4609.979648 = -1657584.452801
  nChanged 22
		SP:Iteration 31Q (7990.580000 sec): 3 clusters
  Score: Raw -1662212.362822 + Penalty 4609.979648 = -1657602.383174
  nChanged 18
		SP:Iteration 32Q (7990.610000 sec): 3 clusters
  Score: Raw -1662228.385526 + Penalty 4609.979648 = -1657618.405878
  nChanged 12
		SP:Iteration 33Q (7990.640000 sec): 3 clusters
  Score: Raw -1662236.214801 + Penalty 4609.979648 = -1657626.235153
  nChanged 6
		SP:Iteration 34Q (7990.670000 sec): 3 clusters
  Score: Raw -1662240.118811 + Penalty 4609.979648 = -1657630.139163
  nChanged 7
		SP:Iteration 35Q (7990.690000 sec): 3 clusters
  Score: Raw -1662246.241401 + Penalty 4609.979648 = -1657636.261754
  nChanged 5
		SP:Iteration 36Q (7990.720000 sec): 3 clusters
  Score: Raw -1662249.639084 + Penalty 4609.979648 = -1657639.659436
  nChanged 4
		SP:Iteration 37Q (7990.750000 sec): 3 clusters
  Score: Raw -1662251.551390 + Penalty 4609.979648 = -1657641.571742
  nChanged 2
		SP:Iteration 38Q (7990.770000 sec): 3 clusters
  Score: Raw -1662252.459603 + Penalty 4609.979648 = -1657642.479956
  nChanged 0
		SP:Iteration 39F (7990.810000 sec): 3 clusters
  Score: Raw -1662252.459603 + Penalty 4609.979648 = -1657642.479956
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7990.850000 sec): 2 clusters
  Score: Raw -1984739.000685 + Penalty 2369.497749 = -1982369.502936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7990.900000 sec): 3 clusters
  Score: Raw -1976818.362714 + Penalty 4738.995498 = -1972079.367216
  nChanged 6020
		SP:Iteration 1F (7990.950000 sec): 3 clusters
  Score: Raw -1979949.235580 + Penalty 4738.995498 = -1975210.240082
  nChanged 810
		SP:Iteration 2F (7991.000000 sec): 3 clusters
  Score: Raw -1980310.222713 + Penalty 4738.995498 = -1975571.227215
  nChanged 745
		SP:Iteration 3F (7991.050000 sec): 3 clusters
  Score: Raw -1980653.142993 + Penalty 4738.995498 = -1975914.147495
  nChanged 684
		SP:Iteration 4Q (7991.090000 sec): 3 clusters
  Score: Raw -1980967.958828 + Penalty 4738.995498 = -1976228.963330
  nChanged 628
		SP:Iteration 5Q (7991.140000 sec): 3 clusters
  Score: Raw -1981252.462712 + Penalty 4738.995498 = -1976513.467214
  nChanged 590
		SP:Iteration 6Q (7991.190000 sec): 3 clusters
  Score: Raw -1981547.591878 + Penalty 4738.995498 = -1976808.596380
  nChanged 587
		SP:Iteration 7Q (7991.240000 sec): 3 clusters
  Score: Raw -1981855.075512 + Penalty 4738.995498 = -1977116.080014
  nChanged 584
		SP:Iteration 8Q (7991.290000 sec): 3 clusters
  Score: Raw -1982169.352336 + Penalty 4738.995498 = -1977430.356838
  nChanged 575
		SP:Iteration 9Q (7991.340000 sec): 3 clusters
  Score: Raw -1982487.870707 + Penalty 4738.995498 = -1977748.875209
  nChanged 556
		SP:Iteration 10Q (7991.390000 sec): 3 clusters
  Score: Raw -1982789.190842 + Penalty 4738.995498 = -1978050.195344
  nChanged 475
		SP:Iteration 11Q (7991.430000 sec): 3 clusters
  Score: Raw -1983037.077846 + Penalty 4738.995498 = -1978298.082348
  nChanged 451
		SP:Iteration 12Q (7991.480000 sec): 3 clusters
  Score: Raw -1983284.792854 + Penalty 4738.995498 = -1978545.797356
  nChanged 405
		SP:Iteration 13Q (7991.530000 sec): 3 clusters
  Score: Raw -1983501.606355 + Penalty 4738.995498 = -1978762.610857
  nChanged 400
		SP:Iteration 14Q (7991.570000 sec): 3 clusters
  Score: Raw -1983761.452231 + Penalty 4738.995498 = -1979022.456733
  nChanged 371
		SP:Iteration 15Q (7991.620000 sec): 3 clusters
  Score: Raw -1983995.699535 + Penalty 4738.995498 = -1979256.704037
  nChanged 305
		SP:Iteration 16Q (7991.660000 sec): 3 clusters
  Score: Raw -1984190.500228 + Penalty 4738.995498 = -1979451.504730
  nChanged 252
		SP:Iteration 17Q (7991.710000 sec): 3 clusters
  Score: Raw -1984323.169831 + Penalty 4738.995498 = -1979584.174333
  nChanged 195
		SP:Iteration 18Q (7991.750000 sec): 3 clusters
  Score: Raw -1984441.306467 + Penalty 4738.995498 = -1979702.310969
  nChanged 163
		SP:Iteration 19Q (7991.790000 sec): 3 clusters
  Score: Raw -1984539.150060 + Penalty 4738.995498 = -1979800.154562
  nChanged 156
		SP:Iteration 20F (7991.840000 sec): 3 clusters
  Score: Raw -1984619.958313 + Penalty 4738.995498 = -1979880.962816
  nChanged 125
		SP:Iteration 21Q (7991.880000 sec): 3 clusters
  Score: Raw -1984688.714075 + Penalty 4738.995498 = -1979949.718577
  nChanged 121
		SP:Iteration 22Q (7991.920000 sec): 3 clusters
  Score: Raw -1984747.525684 + Penalty 4738.995498 = -1980008.530186
  nChanged 90
		SP:Iteration 23Q (7991.960000 sec): 3 clusters
  Score: Raw -1984787.109755 + Penalty 4738.995498 = -1980048.114257
  nChanged 73
		SP:Iteration 24Q (7992.000000 sec): 3 clusters
  Score: Raw -1984821.523277 + Penalty 4738.995498 = -1980082.527779
  nChanged 71
		SP:Iteration 25Q (7992.040000 sec): 3 clusters
  Score: Raw -1984851.764854 + Penalty 4738.995498 = -1980112.769356
  nChanged 68
		SP:Iteration 26Q (7992.080000 sec): 3 clusters
  Score: Raw -1984881.935756 + Penalty 4738.995498 = -1980142.940258
  nChanged 56
		SP:Iteration 27Q (7992.120000 sec): 3 clusters
  Score: Raw -1984903.630187 + Penalty 4738.995498 = -1980164.634689
  nChanged 43
		SP:Iteration 28Q (7992.150000 sec): 3 clusters
  Score: Raw -1984919.327375 + Penalty 4738.995498 = -1980180.331877
  nChanged 39
		SP:Iteration 29Q (7992.190000 sec): 3 clusters
  Score: Raw -1984931.833638 + Penalty 4738.995498 = -1980192.838140
  nChanged 28
		SP:Iteration 30Q (7992.230000 sec): 3 clusters
  Score: Raw -1984941.594662 + Penalty 4738.995498 = -1980202.599165
  nChanged 29
		SP:Iteration 31Q (7992.270000 sec): 3 clusters
  Score: Raw -1984950.825290 + Penalty 4738.995498 = -1980211.829792
  nChanged 37
		SP:Iteration 32Q (7992.310000 sec): 3 clusters
  Score: Raw -1984963.376261 + Penalty 4738.995498 = -1980224.380763
  nChanged 35
		SP:Iteration 33Q (7992.350000 sec): 3 clusters
  Score: Raw -1984974.859845 + Penalty 4738.995498 = -1980235.864348
  nChanged 27
		SP:Iteration 34Q (7992.380000 sec): 3 clusters
  Score: Raw -1984983.818785 + Penalty 4738.995498 = -1980244.823287
  nChanged 22
		SP:Iteration 35Q (7992.420000 sec): 3 clusters
  Score: Raw -1984991.320472 + Penalty 4738.995498 = -1980252.324974
  nChanged 27
		SP:Iteration 36Q (7992.460000 sec): 3 clusters
  Score: Raw -1985000.663944 + Penalty 4738.995498 = -1980261.668446
  nChanged 22
		SP:Iteration 37Q (7992.490000 sec): 3 clusters
  Score: Raw -1985009.535445 + Penalty 4738.995498 = -1980270.539947
  nChanged 18
		SP:Iteration 38Q (7992.530000 sec): 3 clusters
  Score: Raw -1985015.741450 + Penalty 4738.995498 = -1980276.745952
  nChanged 19
		SP:Iteration 39Q (7992.570000 sec): 3 clusters
  Score: Raw -1985021.720003 + Penalty 4738.995498 = -1980282.724505
  nChanged 21
		SP:Iteration 40F (7992.620000 sec): 3 clusters
  Score: Raw -1985028.123422 + Penalty 4738.995498 = -1980289.127924
  nChanged 20
		SP:Iteration 41Q (7992.650000 sec): 3 clusters
  Score: Raw -1985035.678308 + Penalty 4738.995498 = -1980296.682810
  nChanged 18
		SP:Iteration 42Q (7992.690000 sec): 3 clusters
  Score: Raw -1985043.112082 + Penalty 4738.995498 = -1980304.116584
  nChanged 20
		SP:Iteration 43Q (7992.730000 sec): 3 clusters
  Score: Raw -1985050.227921 + Penalty 4738.995498 = -1980311.232423
  nChanged 16
		SP:Iteration 44Q (7992.770000 sec): 3 clusters
  Score: Raw -1985054.803759 + Penalty 4738.995498 = -1980315.808261
  nChanged 19
		SP:Iteration 45Q (7992.810000 sec): 3 clusters
  Score: Raw -1985060.987610 + Penalty 4738.995498 = -1980321.992112
  nChanged 17
		SP:Iteration 46Q (7992.840000 sec): 3 clusters
  Score: Raw -1985067.997670 + Penalty 4738.995498 = -1980329.002172
  nChanged 17
		SP:Iteration 47Q (7992.880000 sec): 3 clusters
  Score: Raw -1985075.022171 + Penalty 4738.995498 = -1980336.026674
  nChanged 18
		SP:Iteration 48Q (7992.910000 sec): 3 clusters
  Score: Raw -1985082.861474 + Penalty 4738.995498 = -1980343.865976
  nChanged 24
		SP:Iteration 49Q (7992.950000 sec): 3 clusters
  Score: Raw -1985091.441146 + Penalty 4738.995498 = -1980352.445648
  nChanged 22
		SP:Iteration 50Q (7992.990000 sec): 3 clusters
  Score: Raw -1985103.346866 + Penalty 4738.995498 = -1980364.351369
  nChanged 26
		SP:Iteration 51Q (7993.030000 sec): 3 clusters
  Score: Raw -1985117.284715 + Penalty 4738.995498 = -1980378.289217
  nChanged 26
		SP:Iteration 52Q (7993.070000 sec): 3 clusters
  Score: Raw -1985126.959333 + Penalty 4738.995498 = -1980387.963835
  nChanged 19
		SP:Iteration 53Q (7993.100000 sec): 3 clusters
  Score: Raw -1985135.658617 + Penalty 4738.995498 = -1980396.663120
  nChanged 16
		SP:Iteration 54Q (7993.140000 sec): 3 clusters
  Score: Raw -1985140.698954 + Penalty 4738.995498 = -1980401.703456
  nChanged 9
		SP:Iteration 55Q (7993.170000 sec): 3 clusters
  Score: Raw -1985145.810298 + Penalty 4738.995498 = -1980406.814800
  nChanged 14
		SP:Iteration 56Q (7993.210000 sec): 3 clusters
  Score: Raw -1985152.959075 + Penalty 4738.995498 = -1980413.963578
  nChanged 10
		SP:Iteration 57Q (7993.250000 sec): 3 clusters
  Score: Raw -1985156.558716 + Penalty 4738.995498 = -1980417.563218
  nChanged 8
		SP:Iteration 58Q (7993.290000 sec): 3 clusters
  Score: Raw -1985160.710870 + Penalty 4738.995498 = -1980421.715372
  nChanged 7
		SP:Iteration 59Q (7993.320000 sec): 3 clusters
  Score: Raw -1985164.425069 + Penalty 4738.995498 = -1980425.429571
  nChanged 3
		SP:Iteration 60F (7993.370000 sec): 3 clusters
  Score: Raw -1985165.609073 + Penalty 4738.995498 = -1980426.613575
  nChanged 2
		SP:Iteration 61Q (7993.410000 sec): 3 clusters
  Score: Raw -1985166.771161 + Penalty 4738.995498 = -1980427.775663
  nChanged 6
		SP:Iteration 62Q (7993.440000 sec): 3 clusters
  Score: Raw -1985169.068021 + Penalty 4738.995498 = -1980430.072523
  nChanged 4
		SP:Iteration 63Q (7993.480000 sec): 3 clusters
  Score: Raw -1985169.969602 + Penalty 4738.995498 = -1980430.974104
  nChanged 1
		SP:Iteration 64Q (7993.520000 sec): 3 clusters
  Score: Raw -1985170.150578 + Penalty 4738.995498 = -1980431.155080
  nChanged 0
		SP:Iteration 65F (7993.560000 sec): 3 clusters
  Score: Raw -1985170.150578 + Penalty 4738.995498 = -1980431.155080
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7993.570000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7993.570000 sec): 3 clusters
  Score: Raw -73222.322890 + Penalty 3074.445443 = -70147.877447
  nChanged 72
		SP:Iteration 1F (7993.580000 sec): 3 clusters
  Score: Raw -73365.413741 + Penalty 3074.445443 = -70290.968298
  nChanged 17
		SP:Iteration 2Q (7993.580000 sec): 3 clusters
  Score: Raw -73404.452581 + Penalty 3074.445443 = -70330.007138
  nChanged 6
		SP:Iteration 3Q (7993.580000 sec): 3 clusters
  Score: Raw -73416.282198 + Penalty 3074.445443 = -70341.836755
  nChanged 2
		SP:Iteration 4Q (7993.580000 sec): 3 clusters
  Score: Raw -73420.205228 + Penalty 3074.445443 = -70345.759785
  nChanged 1
		SP:Iteration 5Q (7993.580000 sec): 3 clusters
  Score: Raw -73422.969099 + Penalty 3074.445443 = -70348.523656
  nChanged 1
		SP:Iteration 6Q (7993.590000 sec): 3 clusters
  Score: Raw -73423.910940 + Penalty 3074.445443 = -70349.465496
  nChanged 0
		SP:Iteration 7F (7993.590000 sec): 3 clusters
  Score: Raw -73423.910940 + Penalty 3074.445443 = -70349.465496
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7993.590000 sec): 2 clusters
  Score: Raw -309960.698442 + Penalty 1905.712369 = -308054.986074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7993.600000 sec): 3 clusters
  Score: Raw -309089.080655 + Penalty 3811.424738 = -305277.655917
  nChanged 714
		SP:Iteration 1F (7993.610000 sec): 3 clusters
  Score: Raw -309564.465783 + Penalty 3811.424738 = -305753.041045
  nChanged 164
		SP:Iteration 2F (7993.620000 sec): 3 clusters
  Score: Raw -309703.264451 + Penalty 3811.424738 = -305891.839713
  nChanged 94
		SP:Iteration 3Q (7993.630000 sec): 3 clusters
  Score: Raw -309779.591675 + Penalty 3811.424738 = -305968.166937
  nChanged 62
		SP:Iteration 4Q (7993.630000 sec): 3 clusters
  Score: Raw -309824.301444 + Penalty 3811.424738 = -306012.876707
  nChanged 45
		SP:Iteration 5Q (7993.640000 sec): 3 clusters
  Score: Raw -309850.693693 + Penalty 3811.424738 = -306039.268956
  nChanged 25
		SP:Iteration 6Q (7993.650000 sec): 3 clusters
  Score: Raw -309869.662746 + Penalty 3811.424738 = -306058.238008
  nChanged 21
		SP:Iteration 7Q (7993.650000 sec): 3 clusters
  Score: Raw -309885.867543 + Penalty 3811.424738 = -306074.442805
  nChanged 17
		SP:Iteration 8Q (7993.660000 sec): 3 clusters
  Score: Raw -309897.897758 + Penalty 3811.424738 = -306086.473020
  nChanged 17
		SP:Iteration 9Q (7993.670000 sec): 3 clusters
  Score: Raw -309908.903093 + Penalty 3811.424738 = -306097.478355
  nChanged 17
		SP:Iteration 10Q (7993.670000 sec): 3 clusters
  Score: Raw -309920.188103 + Penalty 3811.424738 = -306108.763366
  nChanged 15
		SP:Iteration 11Q (7993.680000 sec): 3 clusters
  Score: Raw -309929.252242 + Penalty 3811.424738 = -306117.827505
  nChanged 10
		SP:Iteration 12Q (7993.690000 sec): 3 clusters
  Score: Raw -309934.180842 + Penalty 3811.424738 = -306122.756105
  nChanged 11
		SP:Iteration 13Q (7993.700000 sec): 3 clusters
  Score: Raw -309940.480869 + Penalty 3811.424738 = -306129.056131
  nChanged 6
		SP:Iteration 14Q (7993.710000 sec): 3 clusters
  Score: Raw -309944.520896 + Penalty 3811.424738 = -306133.096158
  nChanged 4
		SP:Iteration 15Q (7993.710000 sec): 3 clusters
  Score: Raw -309946.791394 + Penalty 3811.424738 = -306135.366656
  nChanged 3
		SP:Iteration 16Q (7993.720000 sec): 3 clusters
  Score: Raw -309948.262731 + Penalty 3811.424738 = -306136.837994
  nChanged 3
		SP:Iteration 17Q (7993.730000 sec): 3 clusters
  Score: Raw -309949.987537 + Penalty 3811.424738 = -306138.562800
  nChanged 3
		SP:Iteration 18Q (7993.730000 sec): 3 clusters
  Score: Raw -309952.484343 + Penalty 3811.424738 = -306141.059606
  nChanged 3
		SP:Iteration 19Q (7993.740000 sec): 3 clusters
  Score: Raw -309955.925222 + Penalty 3811.424738 = -306144.500485
  nChanged 5
		SP:Iteration 20F (7993.750000 sec): 3 clusters
  Score: Raw -309959.078814 + Penalty 3811.424738 = -306147.654076
  nChanged 6
		SP:Iteration 21Q (7993.760000 sec): 3 clusters
  Score: Raw -309961.999839 + Penalty 3811.424738 = -306150.575101
  nChanged 4
		SP:Iteration 22Q (7993.760000 sec): 3 clusters
  Score: Raw -309964.973355 + Penalty 3811.424738 = -306153.548617
  nChanged 4
		SP:Iteration 23Q (7993.770000 sec): 3 clusters
  Score: Raw -309966.367989 + Penalty 3811.424738 = -306154.943251
  nChanged 2
		SP:Iteration 24Q (7993.780000 sec): 3 clusters
  Score: Raw -309967.593634 + Penalty 3811.424738 = -306156.168896
  nChanged 0
		SP:Iteration 25F (7993.790000 sec): 3 clusters
  Score: Raw -309967.593634 + Penalty 3811.424738 = -306156.168896
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7993.890000 sec): 2 clusters
  Score: Raw -4594982.282276 + Penalty 2568.412983 = -4592413.869294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7994.000000 sec): 3 clusters
  Score: Raw -4575970.624280 + Penalty 5136.825965 = -4570833.798314
  nChanged 14370
		SP:Iteration 1F (7994.110000 sec): 3 clusters
  Score: Raw -4583830.593971 + Penalty 5136.825965 = -4578693.768006
  nChanged 1468
		SP:Iteration 2Q (7994.220000 sec): 3 clusters
  Score: Raw -4584385.938462 + Penalty 5136.825965 = -4579249.112497
  nChanged 1514
		SP:Iteration 3Q (7994.330000 sec): 3 clusters
  Score: Raw -4585120.697455 + Penalty 5136.825965 = -4579983.871489
  nChanged 1769
		SP:Iteration 4F (7994.430000 sec): 3 clusters
  Score: Raw -4586121.483572 + Penalty 5136.825965 = -4580984.657607
  nChanged 2105
		SP:Iteration 5F (7994.550000 sec): 3 clusters
  Score: Raw -4587476.856546 + Penalty 5136.825965 = -4582340.030580
  nChanged 2322
		SP:Iteration 6F (7994.650000 sec): 3 clusters
  Score: Raw -4589109.398099 + Penalty 5136.825965 = -4583972.572133
  nChanged 2285
		SP:Iteration 7F (7994.770000 sec): 3 clusters
  Score: Raw -4590849.859486 + Penalty 5136.825965 = -4585713.033520
  nChanged 1963
		SP:Iteration 8F (7994.880000 sec): 3 clusters
  Score: Raw -4592417.465453 + Penalty 5136.825965 = -4587280.639487
  nChanged 1386
		SP:Iteration 9Q (7994.990000 sec): 3 clusters
  Score: Raw -4593647.818735 + Penalty 5136.825965 = -4588510.992770
  nChanged 883
		SP:Iteration 10Q (7995.100000 sec): 3 clusters
  Score: Raw -4594855.991029 + Penalty 5136.825965 = -4589719.165063
  nChanged 483
		SP:Iteration 11Q (7995.210000 sec): 3 clusters
  Score: Raw -4595697.509354 + Penalty 5136.825965 = -4590560.683389
  nChanged 265
		SP:Iteration 12Q (7995.300000 sec): 3 clusters
  Score: Raw -4595812.468932 + Penalty 5136.825965 = -4590675.642966
  nChanged 161
		SP:Iteration 13Q (7995.380000 sec): 3 clusters
  Score: Raw -4595868.024595 + Penalty 5136.825965 = -4590731.198630
  nChanged 112
		SP:Iteration 14Q (7995.470000 sec): 3 clusters
  Score: Raw -4595898.779898 + Penalty 5136.825965 = -4590761.953933
  nChanged 83
		SP:Iteration 15Q (7995.550000 sec): 3 clusters
  Score: Raw -4595919.168815 + Penalty 5136.825965 = -4590782.342849
  nChanged 66
		SP:Iteration 16Q (7995.640000 sec): 3 clusters
  Score: Raw -4595932.446027 + Penalty 5136.825965 = -4590795.620061
  nChanged 40
		SP:Iteration 17Q (7995.720000 sec): 3 clusters
  Score: Raw -4595938.401632 + Penalty 5136.825965 = -4590801.575666
  nChanged 31
		SP:Iteration 18Q (7995.810000 sec): 3 clusters
  Score: Raw -4595944.048927 + Penalty 5136.825965 = -4590807.222962
  nChanged 26
		SP:Iteration 19Q (7995.890000 sec): 3 clusters
  Score: Raw -4595948.668365 + Penalty 5136.825965 = -4590811.842399
  nChanged 30
		SP:Iteration 20F (7996.000000 sec): 3 clusters
  Score: Raw -4595954.051673 + Penalty 5136.825965 = -4590817.225707
  nChanged 24
		SP:Iteration 21Q (7996.090000 sec): 3 clusters
  Score: Raw -4595957.968564 + Penalty 5136.825965 = -4590821.142599
  nChanged 16
		SP:Iteration 22Q (7996.170000 sec): 3 clusters
  Score: Raw -4595960.589011 + Penalty 5136.825965 = -4590823.763046
  nChanged 18
		SP:Iteration 23Q (7996.250000 sec): 3 clusters
  Score: Raw -4595964.803887 + Penalty 5136.825965 = -4590827.977921
  nChanged 24
		SP:Iteration 24Q (7996.340000 sec): 3 clusters
  Score: Raw -4595969.999212 + Penalty 5136.825965 = -4590833.173247
  nChanged 20
		SP:Iteration 25Q (7996.430000 sec): 3 clusters
  Score: Raw -4595972.780972 + Penalty 5136.825965 = -4590835.955006
  nChanged 14
		SP:Iteration 26Q (7996.510000 sec): 3 clusters
  Score: Raw -4595974.932097 + Penalty 5136.825965 = -4590838.106132
  nChanged 13
		SP:Iteration 27Q (7996.600000 sec): 3 clusters
  Score: Raw -4595977.036234 + Penalty 5136.825965 = -4590840.210268
  nChanged 15
		SP:Iteration 28Q (7996.680000 sec): 3 clusters
  Score: Raw -4595980.149098 + Penalty 5136.825965 = -4590843.323133
  nChanged 13
		SP:Iteration 29Q (7996.770000 sec): 3 clusters
  Score: Raw -4595982.579849 + Penalty 5136.825965 = -4590845.753884
  nChanged 11
		SP:Iteration 30Q (7996.850000 sec): 3 clusters
  Score: Raw -4595984.509436 + Penalty 5136.825965 = -4590847.683471
  nChanged 9
		SP:Iteration 31Q (7996.940000 sec): 3 clusters
  Score: Raw -4595985.393909 + Penalty 5136.825965 = -4590848.567943
  nChanged 6
		SP:Iteration 32Q (7997.020000 sec): 3 clusters
  Score: Raw -4595986.153621 + Penalty 5136.825965 = -4590849.327656
  nChanged 5
		SP:Iteration 33Q (7997.110000 sec): 3 clusters
  Score: Raw -4595986.655582 + Penalty 5136.825965 = -4590849.829617
  nChanged 4
		SP:Iteration 34Q (7997.190000 sec): 3 clusters
  Score: Raw -4595987.234910 + Penalty 5136.825965 = -4590850.408944
  nChanged 5
		SP:Iteration 35Q (7997.270000 sec): 3 clusters
  Score: Raw -4595987.938218 + Penalty 5136.825965 = -4590851.112252
  nChanged 5
		SP:Iteration 36Q (7997.350000 sec): 3 clusters
  Score: Raw -4595988.608660 + Penalty 5136.825965 = -4590851.782695
  nChanged 3
		SP:Iteration 37Q (7997.440000 sec): 3 clusters
  Score: Raw -4595989.018908 + Penalty 5136.825965 = -4590852.192942
  nChanged 3
		SP:Iteration 38Q (7997.520000 sec): 3 clusters
  Score: Raw -4595989.233455 + Penalty 5136.825965 = -4590852.407489
  nChanged 0
		SP:Iteration 39F (7997.630000 sec): 3 clusters
  Score: Raw -4595989.233455 + Penalty 5136.825965 = -4590852.407489
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98610 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7997.950000 sec): 2 clusters
  Score: Raw -14339891.367177 + Penalty 2851.734133 = -14337039.633044
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7998.320000 sec): 3 clusters
  Score: Raw -14276706.570424 + Penalty 5703.468266 = -14271003.102158
  nChanged 46574
		SP:Iteration 1F (7998.670000 sec): 3 clusters
  Score: Raw -14303002.363773 + Penalty 5703.468266 = -14297298.895507
  nChanged 3143
		SP:Iteration 2Q (7999.040000 sec): 3 clusters
  Score: Raw -14303731.150172 + Penalty 5703.468266 = -14298027.681906
  nChanged 3181
		SP:Iteration 3Q (7999.400000 sec): 3 clusters
  Score: Raw -14304530.984830 + Penalty 5703.468266 = -14298827.516564
  nChanged 3265
		SP:Iteration 4Q (7999.770000 sec): 3 clusters
  Score: Raw -14305462.868553 + Penalty 5703.468266 = -14299759.400287
  nChanged 3604
		SP:Iteration 5Q (8000.130000 sec): 3 clusters
  Score: Raw -14306630.842867 + Penalty 5703.468266 = -14300927.374601
  nChanged 3931
		SP:Iteration 6Q (8000.510000 sec): 3 clusters
  Score: Raw -14308164.056104 + Penalty 5703.468266 = -14302460.587838
  nChanged 4420
		SP:Iteration 7Q (8000.870000 sec): 3 clusters
  Score: Raw -14310157.710111 + Penalty 5703.468266 = -14304454.241845
  nChanged 4828
		SP:Iteration 8Q (8001.240000 sec): 3 clusters
  Score: Raw -14312761.113904 + Penalty 5703.468266 = -14307057.645638
  nChanged 5463
		SP:Iteration 9F (8001.600000 sec): 3 clusters
  Score: Raw -14316030.400703 + Penalty 5703.468266 = -14310326.932437
  nChanged 5522
		SP:Iteration 10F (8001.950000 sec): 3 clusters
  Score: Raw -14319571.301421 + Penalty 5703.468266 = -14313867.833155
  nChanged 5190
		SP:Iteration 11F (8002.310000 sec): 3 clusters
  Score: Raw -14322767.196378 + Penalty 5703.468266 = -14317063.728113
  nChanged 4344
		SP:Iteration 12Q (8002.660000 sec): 3 clusters
  Score: Raw -14324986.144215 + Penalty 5703.468266 = -14319282.675949
  nChanged 3265
		SP:Iteration 13Q (8003.010000 sec): 3 clusters
  Score: Raw -14326353.223712 + Penalty 5703.468266 = -14320649.755446
  nChanged 2544
		SP:Iteration 14Q (8003.350000 sec): 3 clusters
  Score: Raw -14327308.707449 + Penalty 5703.468266 = -14321605.239183
  nChanged 2091
		SP:Iteration 15Q (8003.680000 sec): 3 clusters
  Score: Raw -14328053.597695 + Penalty 5703.468266 = -14322350.129429
  nChanged 1925
		SP:Iteration 16Q (8004.010000 sec): 3 clusters
  Score: Raw -14328767.076561 + Penalty 5703.468266 = -14323063.608295
  nChanged 1898
		SP:Iteration 17Q (8004.340000 sec): 3 clusters
  Score: Raw -14329499.870727 + Penalty 5703.468266 = -14323796.402461
  nChanged 1965
		SP:Iteration 18Q (8004.660000 sec): 3 clusters
  Score: Raw -14330299.504340 + Penalty 5703.468266 = -14324596.036074
  nChanged 1952
		SP:Iteration 19Q (8004.980000 sec): 3 clusters
  Score: Raw -14331134.262552 + Penalty 5703.468266 = -14325430.794286
  nChanged 1931
		SP:Iteration 20F (8005.330000 sec): 3 clusters
  Score: Raw -14331979.512490 + Penalty 5703.468266 = -14326276.044224
  nChanged 1880
		SP:Iteration 21Q (8005.640000 sec): 3 clusters
  Score: Raw -14332858.939975 + Penalty 5703.468266 = -14327155.471709
  nChanged 1851
		SP:Iteration 22Q (8005.940000 sec): 3 clusters
  Score: Raw -14333794.751189 + Penalty 5703.468266 = -14328091.282923
  nChanged 1786
		SP:Iteration 23Q (8006.240000 sec): 3 clusters
  Score: Raw -14334744.431884 + Penalty 5703.468266 = -14329040.963618
  nChanged 1614
		SP:Iteration 24Q (8006.530000 sec): 3 clusters
  Score: Raw -14335646.898859 + Penalty 5703.468266 = -14329943.430594
  nChanged 1549
		SP:Iteration 25Q (8006.820000 sec): 3 clusters
  Score: Raw -14336577.848903 + Penalty 5703.468266 = -14330874.380637
  nChanged 1364
		SP:Iteration 26Q (8007.100000 sec): 3 clusters
  Score: Raw -14337419.070609 + Penalty 5703.468266 = -14331715.602343
  nChanged 1137
		SP:Iteration 27Q (8007.370000 sec): 3 clusters
  Score: Raw -14338111.948492 + Penalty 5703.468266 = -14332408.480226
  nChanged 905
		SP:Iteration 28Q (8007.640000 sec): 3 clusters
  Score: Raw -14338654.940966 + Penalty 5703.468266 = -14332951.472700
  nChanged 704
		SP:Iteration 29Q (8007.910000 sec): 3 clusters
  Score: Raw -14339093.231137 + Penalty 5703.468266 = -14333389.762871
  nChanged 532
		SP:Iteration 30Q (8008.170000 sec): 3 clusters
  Score: Raw -14339425.867531 + Penalty 5703.468266 = -14333722.399265
  nChanged 384
		SP:Iteration 31Q (8008.430000 sec): 3 clusters
  Score: Raw -14339653.741439 + Penalty 5703.468266 = -14333950.273173
  nChanged 254
		SP:Iteration 32Q (8008.680000 sec): 3 clusters
  Score: Raw -14339812.628634 + Penalty 5703.468266 = -14334109.160368
  nChanged 182
		SP:Iteration 33Q (8008.940000 sec): 3 clusters
  Score: Raw -14339929.322155 + Penalty 5703.468266 = -14334225.853889
  nChanged 125
		SP:Iteration 34Q (8009.190000 sec): 3 clusters
  Score: Raw -14340007.526537 + Penalty 5703.468266 = -14334304.058271
  nChanged 81
		SP:Iteration 35Q (8009.440000 sec): 3 clusters
  Score: Raw -14340052.500879 + Penalty 5703.468266 = -14334349.032613
  nChanged 56
		SP:Iteration 36Q (8009.690000 sec): 3 clusters
  Score: Raw -14340086.474209 + Penalty 5703.468266 = -14334383.005944
  nChanged 43
		SP:Iteration 37Q (8009.940000 sec): 3 clusters
  Score: Raw -14340120.226745 + Penalty 5703.468266 = -14334416.758479
  nChanged 46
		SP:Iteration 38Q (8010.190000 sec): 3 clusters
  Score: Raw -14340151.608592 + Penalty 5703.468266 = -14334448.140326
  nChanged 34
		SP:Iteration 39Q (8010.440000 sec): 3 clusters
  Score: Raw -14340173.739401 + Penalty 5703.468266 = -14334470.271135
  nChanged 18
		SP:Iteration 40F (8010.790000 sec): 3 clusters
  Score: Raw -14340183.680377 + Penalty 5703.468266 = -14334480.212111
  nChanged 10
		SP:Iteration 41Q (8011.040000 sec): 3 clusters
  Score: Raw -14340189.245750 + Penalty 5703.468266 = -14334485.777484
  nChanged 9
		SP:Iteration 42Q (8011.280000 sec): 3 clusters
  Score: Raw -14340194.678734 + Penalty 5703.468266 = -14334491.210468
  nChanged 6
		SP:Iteration 43Q (8011.530000 sec): 3 clusters
  Score: Raw -14340199.677363 + Penalty 5703.468266 = -14334496.209097
  nChanged 10
		SP:Iteration 44Q (8011.780000 sec): 3 clusters
  Score: Raw -14340206.876377 + Penalty 5703.468266 = -14334503.408112
  nChanged 10
		SP:Iteration 45Q (8012.040000 sec): 3 clusters
  Score: Raw -14340213.041321 + Penalty 5703.468266 = -14334509.573055
  nChanged 8
		SP:Iteration 46Q (8012.280000 sec): 3 clusters
  Score: Raw -14340218.225179 + Penalty 5703.468266 = -14334514.756914
  nChanged 5
		SP:Iteration 47Q (8012.530000 sec): 3 clusters
  Score: Raw -14340220.893891 + Penalty 5703.468266 = -14334517.425625
  nChanged 3
		SP:Iteration 48Q (8012.780000 sec): 3 clusters
  Score: Raw -14340222.689630 + Penalty 5703.468266 = -14334519.221364
  nChanged 3
		SP:Iteration 49Q (8013.030000 sec): 3 clusters
  Score: Raw -14340224.908377 + Penalty 5703.468266 = -14334521.440111
  nChanged 3
		SP:Iteration 50Q (8013.280000 sec): 3 clusters
  Score: Raw -14340227.570762 + Penalty 5703.468266 = -14334524.102496
  nChanged 2
		SP:Iteration 51Q (8013.530000 sec): 3 clusters
  Score: Raw -14340228.471555 + Penalty 5703.468266 = -14334525.003289
  nChanged 0
		SP:Iteration 52F (8013.880000 sec): 3 clusters
  Score: Raw -14340228.471555 + Penalty 5703.468266 = -14334525.003289
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8014.020000 sec): 2 clusters
  Score: Raw -5638375.688677 + Penalty 2604.440064 = -5635771.248613
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8014.140000 sec): 3 clusters
  Score: Raw -5616364.539931 + Penalty 5208.880128 = -5611155.659803
  nChanged 16468
		SP:Iteration 1F (8014.270000 sec): 3 clusters
  Score: Raw -5625527.414244 + Penalty 5208.880128 = -5620318.534116
  nChanged 1682
		SP:Iteration 2Q (8014.400000 sec): 3 clusters
  Score: Raw -5626117.834340 + Penalty 5208.880128 = -5620908.954212
  nChanged 1692
		SP:Iteration 3Q (8014.530000 sec): 3 clusters
  Score: Raw -5626795.490206 + Penalty 5208.880128 = -5621586.610078
  nChanged 1841
		SP:Iteration 4F (8014.660000 sec): 3 clusters
  Score: Raw -5627711.088987 + Penalty 5208.880128 = -5622502.208859
  nChanged 2131
		SP:Iteration 5F (8014.800000 sec): 3 clusters
  Score: Raw -5629022.063287 + Penalty 5208.880128 = -5623813.183159
  nChanged 2328
		SP:Iteration 6F (8014.930000 sec): 3 clusters
  Score: Raw -5630698.805806 + Penalty 5208.880128 = -5625489.925678
  nChanged 2407
		SP:Iteration 7F (8015.060000 sec): 3 clusters
  Score: Raw -5632651.138461 + Penalty 5208.880128 = -5627442.258333
  nChanged 2194
		SP:Iteration 8F (8015.180000 sec): 3 clusters
  Score: Raw -5634513.869651 + Penalty 5208.880128 = -5629304.989523
  nChanged 1813
		SP:Iteration 9Q (8015.310000 sec): 3 clusters
  Score: Raw -5636086.810439 + Penalty 5208.880128 = -5630877.930311
  nChanged 1278
		SP:Iteration 10Q (8015.430000 sec): 3 clusters
  Score: Raw -5637160.396735 + Penalty 5208.880128 = -5631951.516607
  nChanged 823
		SP:Iteration 11Q (8015.540000 sec): 3 clusters
  Score: Raw -5637846.690665 + Penalty 5208.880128 = -5632637.810536
  nChanged 489
		SP:Iteration 12Q (8015.640000 sec): 3 clusters
  Score: Raw -5638240.763563 + Penalty 5208.880128 = -5633031.883435
  nChanged 250
		SP:Iteration 13Q (8015.740000 sec): 3 clusters
  Score: Raw -5638446.457326 + Penalty 5208.880128 = -5633237.577198
  nChanged 144
		SP:Iteration 14Q (8015.840000 sec): 3 clusters
  Score: Raw -5638562.454772 + Penalty 5208.880128 = -5633353.574644
  nChanged 86
		SP:Iteration 15Q (8015.940000 sec): 3 clusters
  Score: Raw -5638631.159581 + Penalty 5208.880128 = -5633422.279452
  nChanged 48
		SP:Iteration 16Q (8016.040000 sec): 3 clusters
  Score: Raw -5638670.863177 + Penalty 5208.880128 = -5633461.983049
  nChanged 38
		SP:Iteration 17Q (8016.130000 sec): 3 clusters
  Score: Raw -5638697.956264 + Penalty 5208.880128 = -5633489.076136
  nChanged 19
		SP:Iteration 18Q (8016.220000 sec): 3 clusters
  Score: Raw -5638711.959669 + Penalty 5208.880128 = -5633503.079541
  nChanged 11
		SP:Iteration 19Q (8016.320000 sec): 3 clusters
  Score: Raw -5638718.916827 + Penalty 5208.880128 = -5633510.036699
  nChanged 5
		SP:Iteration 20F (8016.440000 sec): 3 clusters
  Score: Raw -5638722.171624 + Penalty 5208.880128 = -5633513.291495
  nChanged 3
		SP:Iteration 21Q (8016.530000 sec): 3 clusters
  Score: Raw -5638724.170496 + Penalty 5208.880128 = -5633515.290367
  nChanged 3
		SP:Iteration 22Q (8016.620000 sec): 3 clusters
  Score: Raw -5638725.780672 + Penalty 5208.880128 = -5633516.900544
  nChanged 0
		SP:Iteration 23F (8016.750000 sec): 3 clusters
  Score: Raw -5638725.780672 + Penalty 5208.880128 = -5633516.900544
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98667 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8017.070000 sec): 2 clusters
  Score: Raw -14575222.912612 + Penalty 2851.877444 = -14572371.035168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8017.420000 sec): 3 clusters
  Score: Raw -14511955.997204 + Penalty 5703.754888 = -14506252.242316
  nChanged 46683
		SP:Iteration 1F (8017.790000 sec): 3 clusters
  Score: Raw -14538677.845076 + Penalty 5703.754888 = -14532974.090188
  nChanged 2857
		SP:Iteration 2Q (8018.150000 sec): 3 clusters
  Score: Raw -14539244.154113 + Penalty 5703.754888 = -14533540.399225
  nChanged 2748
		SP:Iteration 3Q (8018.520000 sec): 3 clusters
  Score: Raw -14539797.829021 + Penalty 5703.754888 = -14534094.074133
  nChanged 2754
		SP:Iteration 4Q (8018.900000 sec): 3 clusters
  Score: Raw -14540381.031682 + Penalty 5703.754888 = -14534677.276794
  nChanged 2774
		SP:Iteration 5Q (8019.260000 sec): 3 clusters
  Score: Raw -14541023.962998 + Penalty 5703.754888 = -14535320.208110
  nChanged 2917
		SP:Iteration 6Q (8019.640000 sec): 3 clusters
  Score: Raw -14541769.277598 + Penalty 5703.754888 = -14536065.522710
  nChanged 3049
		SP:Iteration 7Q (8020.000000 sec): 3 clusters
  Score: Raw -14542633.070520 + Penalty 5703.754888 = -14536929.315632
  nChanged 3283
		SP:Iteration 8Q (8020.370000 sec): 3 clusters
  Score: Raw -14543701.775063 + Penalty 5703.754888 = -14537998.020175
  nChanged 3580
		SP:Iteration 9Q (8020.740000 sec): 3 clusters
  Score: Raw -14544941.711139 + Penalty 5703.754888 = -14539237.956251
  nChanged 3804
		SP:Iteration 10Q (8021.100000 sec): 3 clusters
  Score: Raw -14546419.325388 + Penalty 5703.754888 = -14540715.570500
  nChanged 4056
		SP:Iteration 11Q (8021.460000 sec): 3 clusters
  Score: Raw -14548076.265191 + Penalty 5703.754888 = -14542372.510303
  nChanged 4069
		SP:Iteration 12Q (8021.820000 sec): 3 clusters
  Score: Raw -14549827.724098 + Penalty 5703.754888 = -14544123.969209
  nChanged 4029
		SP:Iteration 13Q (8022.190000 sec): 3 clusters
  Score: Raw -14551618.291005 + Penalty 5703.754888 = -14545914.536117
  nChanged 3999
		SP:Iteration 14Q (8022.560000 sec): 3 clusters
  Score: Raw -14553487.929987 + Penalty 5703.754888 = -14547784.175099
  nChanged 4205
		SP:Iteration 15Q (8022.920000 sec): 3 clusters
  Score: Raw -14555658.251237 + Penalty 5703.754888 = -14549954.496349
  nChanged 4749
		SP:Iteration 16Q (8023.280000 sec): 3 clusters
  Score: Raw -14558336.618708 + Penalty 5703.754888 = -14552632.863820
  nChanged 5199
		SP:Iteration 17F (8023.640000 sec): 3 clusters
  Score: Raw -14561484.700020 + Penalty 5703.754888 = -14555780.945132
  nChanged 5283
		SP:Iteration 18F (8023.990000 sec): 3 clusters
  Score: Raw -14564845.608395 + Penalty 5703.754888 = -14559141.853506
  nChanged 4832
		SP:Iteration 19Q (8024.330000 sec): 3 clusters
  Score: Raw -14568028.220887 + Penalty 5703.754888 = -14562324.465999
  nChanged 4052
		SP:Iteration 20F (8024.690000 sec): 3 clusters
  Score: Raw -14570722.921720 + Penalty 5703.754888 = -14565019.166832
  nChanged 2890
		SP:Iteration 21Q (8025.000000 sec): 3 clusters
  Score: Raw -14572645.288410 + Penalty 5703.754888 = -14566941.533522
  nChanged 1914
		SP:Iteration 22Q (8025.300000 sec): 3 clusters
  Score: Raw -14573873.258087 + Penalty 5703.754888 = -14568169.503199
  nChanged 1172
		SP:Iteration 23Q (8025.590000 sec): 3 clusters
  Score: Raw -14574604.918488 + Penalty 5703.754888 = -14568901.163600
  nChanged 702
		SP:Iteration 24Q (8025.860000 sec): 3 clusters
  Score: Raw -14575034.517180 + Penalty 5703.754888 = -14569330.762292
  nChanged 404
		SP:Iteration 25Q (8026.130000 sec): 3 clusters
  Score: Raw -14575256.445792 + Penalty 5703.754888 = -14569552.690903
  nChanged 253
		SP:Iteration 26Q (8026.390000 sec): 3 clusters
  Score: Raw -14575399.012599 + Penalty 5703.754888 = -14569695.257711
  nChanged 157
		SP:Iteration 27Q (8026.650000 sec): 3 clusters
  Score: Raw -14575485.281316 + Penalty 5703.754888 = -14569781.526428
  nChanged 112
		SP:Iteration 28Q (8026.910000 sec): 3 clusters
  Score: Raw -14575545.825445 + Penalty 5703.754888 = -14569842.070557
  nChanged 85
		SP:Iteration 29Q (8027.170000 sec): 3 clusters
  Score: Raw -14575595.149068 + Penalty 5703.754888 = -14569891.394180
  nChanged 72
		SP:Iteration 30Q (8027.430000 sec): 3 clusters
  Score: Raw -14575642.449538 + Penalty 5703.754888 = -14569938.694650
  nChanged 75
		SP:Iteration 31Q (8027.690000 sec): 3 clusters
  Score: Raw -14575682.865765 + Penalty 5703.754888 = -14569979.110876
  nChanged 54
		SP:Iteration 32Q (8027.960000 sec): 3 clusters
  Score: Raw -14575712.397914 + Penalty 5703.754888 = -14570008.643026
  nChanged 39
		SP:Iteration 33Q (8028.220000 sec): 3 clusters
  Score: Raw -14575732.641001 + Penalty 5703.754888 = -14570028.886113
  nChanged 28
		SP:Iteration 34Q (8028.490000 sec): 3 clusters
  Score: Raw -14575746.462935 + Penalty 5703.754888 = -14570042.708046
  nChanged 20
		SP:Iteration 35Q (8028.760000 sec): 3 clusters
  Score: Raw -14575757.339909 + Penalty 5703.754888 = -14570053.585021
  nChanged 15
		SP:Iteration 36Q (8029.020000 sec): 3 clusters
  Score: Raw -14575765.188027 + Penalty 5703.754888 = -14570061.433139
  nChanged 21
		SP:Iteration 37Q (8029.270000 sec): 3 clusters
  Score: Raw -14575775.825982 + Penalty 5703.754888 = -14570072.071093
  nChanged 16
		SP:Iteration 38Q (8029.530000 sec): 3 clusters
  Score: Raw -14575784.224123 + Penalty 5703.754888 = -14570080.469235
  nChanged 13
		SP:Iteration 39Q (8029.790000 sec): 3 clusters
  Score: Raw -14575790.494299 + Penalty 5703.754888 = -14570086.739411
  nChanged 11
		SP:Iteration 40F (8030.140000 sec): 3 clusters
  Score: Raw -14575795.987780 + Penalty 5703.754888 = -14570092.232892
  nChanged 8
		SP:Iteration 41Q (8030.400000 sec): 3 clusters
  Score: Raw -14575799.136485 + Penalty 5703.754888 = -14570095.381596
  nChanged 5
		SP:Iteration 42Q (8030.660000 sec): 3 clusters
  Score: Raw -14575801.275288 + Penalty 5703.754888 = -14570097.520400
  nChanged 7
		SP:Iteration 43Q (8030.920000 sec): 3 clusters
  Score: Raw -14575805.667135 + Penalty 5703.754888 = -14570101.912247
  nChanged 9
		SP:Iteration 44Q (8031.170000 sec): 3 clusters
  Score: Raw -14575809.405942 + Penalty 5703.754888 = -14570105.651054
  nChanged 6
		SP:Iteration 45Q (8031.430000 sec): 3 clusters
  Score: Raw -14575812.086134 + Penalty 5703.754888 = -14570108.331246
  nChanged 3
		SP:Iteration 46Q (8031.690000 sec): 3 clusters
  Score: Raw -14575813.081983 + Penalty 5703.754888 = -14570109.327095
  nChanged 3
		SP:Iteration 47Q (8031.950000 sec): 3 clusters
  Score: Raw -14575814.508203 + Penalty 5703.754888 = -14570110.753315
  nChanged 1
		SP:Iteration 48Q (8032.200000 sec): 3 clusters
  Score: Raw -14575814.947241 + Penalty 5703.754888 = -14570111.192353
  nChanged 3
		SP:Iteration 49Q (8032.460000 sec): 3 clusters
  Score: Raw -14575816.600720 + Penalty 5703.754888 = -14570112.845832
  nChanged 3
		SP:Iteration 50Q (8032.710000 sec): 3 clusters
  Score: Raw -14575818.199945 + Penalty 5703.754888 = -14570114.445057
  nChanged 4
		SP:Iteration 51Q (8032.970000 sec): 3 clusters
  Score: Raw -14575820.149013 + Penalty 5703.754888 = -14570116.394125
  nChanged 3
		SP:Iteration 52Q (8033.220000 sec): 3 clusters
  Score: Raw -14575821.582643 + Penalty 5703.754888 = -14570117.827755
  nChanged 3
		SP:Iteration 53Q (8033.470000 sec): 3 clusters
  Score: Raw -14575823.232594 + Penalty 5703.754888 = -14570119.477706
  nChanged 2
		SP:Iteration 54Q (8033.730000 sec): 3 clusters
  Score: Raw -14575824.100324 + Penalty 5703.754888 = -14570120.345435
  nChanged 2
		SP:Iteration 55Q (8033.980000 sec): 3 clusters
  Score: Raw -14575825.076438 + Penalty 5703.754888 = -14570121.321550
  nChanged 1
		SP:Iteration 56Q (8034.230000 sec): 3 clusters
  Score: Raw -14575825.404371 + Penalty 5703.754888 = -14570121.649483
  nChanged 2
		SP:Iteration 57Q (8034.490000 sec): 3 clusters
  Score: Raw -14575826.043735 + Penalty 5703.754888 = -14570122.288847
  nChanged 0
		SP:Iteration 58F (8034.830000 sec): 3 clusters
  Score: Raw -14575826.043735 + Penalty 5703.754888 = -14570122.288847
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8034.880000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8034.880000 sec): 3 clusters
  Score: Raw -22446.630264 + Penalty 2547.356025 = -19899.274239
  nChanged 13
		SP:Iteration 1F (8034.880000 sec): 3 clusters
  Score: Raw -22534.737248 + Penalty 2547.356025 = -19987.381223
  nChanged 3
		SP:Iteration 2Q (8034.880000 sec): 3 clusters
  Score: Raw -22556.959129 + Penalty 2547.356025 = -20009.603104
  nChanged 1
		SP:Iteration 3Q (8034.880000 sec): 3 clusters
  Score: Raw -22570.676458 + Penalty 2547.356025 = -20023.320433
  nChanged 0
		SP:Iteration 4F (8034.880000 sec): 3 clusters
  Score: Raw -22570.676458 + Penalty 2547.356025 = -20023.320433
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51083 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8035.050000 sec): 2 clusters
  Score: Raw -7501759.148521 + Penalty 2688.619346 = -7499070.529175
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8035.240000 sec): 3 clusters
  Score: Raw -7469757.755476 + Penalty 5377.238692 = -7464380.516784
  nChanged 23805
		SP:Iteration 1F (8035.420000 sec): 3 clusters
  Score: Raw -7483034.296183 + Penalty 5377.238692 = -7477657.057492
  nChanged 2230
		SP:Iteration 2Q (8035.610000 sec): 3 clusters
  Score: Raw -7483722.573964 + Penalty 5377.238692 = -7478345.335272
  nChanged 2101
		SP:Iteration 3Q (8035.800000 sec): 3 clusters
  Score: Raw -7484426.731310 + Penalty 5377.238692 = -7479049.492618
  nChanged 2223
		SP:Iteration 4Q (8035.980000 sec): 3 clusters
  Score: Raw -7485343.224155 + Penalty 5377.238692 = -7479965.985463
  nChanged 2706
		SP:Iteration 5F (8036.170000 sec): 3 clusters
  Score: Raw -7486772.587673 + Penalty 5377.238692 = -7481395.348981
  nChanged 3395
		SP:Iteration 6F (8036.350000 sec): 3 clusters
  Score: Raw -7489086.077174 + Penalty 5377.238692 = -7483708.838482
  nChanged 4091
		SP:Iteration 7F (8036.530000 sec): 3 clusters
  Score: Raw -7492535.400124 + Penalty 5377.238692 = -7487158.161432
  nChanged 4059
		SP:Iteration 8F (8036.710000 sec): 3 clusters
  Score: Raw -7496380.687632 + Penalty 5377.238692 = -7491003.448940
  nChanged 3096
		SP:Iteration 9F (8036.890000 sec): 3 clusters
  Score: Raw -7499462.621935 + Penalty 5377.238692 = -7494085.383243
  nChanged 1675
		SP:Iteration 10Q (8037.060000 sec): 3 clusters
  Score: Raw -7501064.212226 + Penalty 5377.238692 = -7495686.973534
  nChanged 622
		SP:Iteration 11Q (8037.220000 sec): 3 clusters
  Score: Raw -7501639.367211 + Penalty 5377.238692 = -7496262.128519
  nChanged 233
		SP:Iteration 12Q (8037.360000 sec): 3 clusters
  Score: Raw -7501884.174950 + Penalty 5377.238692 = -7496506.936259
  nChanged 92
		SP:Iteration 13Q (8037.490000 sec): 3 clusters
  Score: Raw -7501986.975332 + Penalty 5377.238692 = -7496609.736641
  nChanged 43
		SP:Iteration 14Q (8037.630000 sec): 3 clusters
  Score: Raw -7502034.621974 + Penalty 5377.238692 = -7496657.383283
  nChanged 26
		SP:Iteration 15Q (8037.760000 sec): 3 clusters
  Score: Raw -7502064.241046 + Penalty 5377.238692 = -7496687.002354
  nChanged 20
		SP:Iteration 16Q (8037.890000 sec): 3 clusters
  Score: Raw -7502082.911114 + Penalty 5377.238692 = -7496705.672422
  nChanged 12
		SP:Iteration 17Q (8038.030000 sec): 3 clusters
  Score: Raw -7502094.994142 + Penalty 5377.238692 = -7496717.755451
  nChanged 7
		SP:Iteration 18Q (8038.150000 sec): 3 clusters
  Score: Raw -7502101.688088 + Penalty 5377.238692 = -7496724.449396
  nChanged 3
		SP:Iteration 19Q (8038.280000 sec): 3 clusters
  Score: Raw -7502106.620021 + Penalty 5377.238692 = -7496729.381330
  nChanged 4
		SP:Iteration 20F (8038.470000 sec): 3 clusters
  Score: Raw -7502109.973160 + Penalty 5377.238692 = -7496732.734468
  nChanged 4
		SP:Iteration 21Q (8038.600000 sec): 3 clusters
  Score: Raw -7502112.786855 + Penalty 5377.238692 = -7496735.548163
  nChanged 1
		SP:Iteration 22Q (8038.730000 sec): 3 clusters
  Score: Raw -7502114.329112 + Penalty 5377.238692 = -7496737.090420
  nChanged 4
		SP:Iteration 23Q (8038.860000 sec): 3 clusters
  Score: Raw -7502118.995743 + Penalty 5377.238692 = -7496741.757052
  nChanged 1
		SP:Iteration 24Q (8038.990000 sec): 3 clusters
  Score: Raw -7502119.339572 + Penalty 5377.238692 = -7496742.100880
  nChanged 0
		SP:Iteration 25F (8039.180000 sec): 3 clusters
  Score: Raw -7502119.339572 + Penalty 5377.238692 = -7496742.100880
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8039.200000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8039.200000 sec): 3 clusters
  Score: Raw -76020.557404 + Penalty 3043.240186 = -72977.317218
  nChanged 103
		SP:Iteration 1F (8039.200000 sec): 3 clusters
  Score: Raw -76289.486162 + Penalty 3043.240186 = -73246.245976
  nChanged 48
		SP:Iteration 2F (8039.200000 sec): 3 clusters
  Score: Raw -76434.945519 + Penalty 3043.240186 = -73391.705333
  nChanged 35
		SP:Iteration 3F (8039.200000 sec): 3 clusters
  Score: Raw -76558.445765 + Penalty 3043.240186 = -73515.205580
  nChanged 23
		SP:Iteration 4Q (8039.210000 sec): 3 clusters
  Score: Raw -76635.403628 + Penalty 3043.240186 = -73592.163442
  nChanged 11
		SP:Iteration 5Q (8039.210000 sec): 3 clusters
  Score: Raw -76674.695227 + Penalty 3043.240186 = -73631.455041
  nChanged 5
		SP:Iteration 6Q (8039.210000 sec): 3 clusters
  Score: Raw -76713.735371 + Penalty 3043.240186 = -73670.495185
  nChanged 4
		SP:Iteration 7Q (8039.210000 sec): 3 clusters
  Score: Raw -76741.807146 + Penalty 3043.240186 = -73698.566960
  nChanged 1
		SP:Iteration 8Q (8039.210000 sec): 3 clusters
  Score: Raw -76743.175658 + Penalty 3043.240186 = -73699.935472
  nChanged 0
		SP:Iteration 9F (8039.210000 sec): 3 clusters
  Score: Raw -76743.175658 + Penalty 3043.240186 = -73699.935472
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8039.220000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8039.220000 sec): 3 clusters
  Score: Raw -68268.315399 + Penalty 3055.958832 = -65212.356568
  nChanged 82
		SP:Iteration 1F (8039.220000 sec): 3 clusters
  Score: Raw -68429.894760 + Penalty 3055.958832 = -65373.935928
  nChanged 22
		SP:Iteration 2Q (8039.220000 sec): 3 clusters
  Score: Raw -68498.023278 + Penalty 3055.958832 = -65442.064447
  nChanged 8
		SP:Iteration 3Q (8039.220000 sec): 3 clusters
  Score: Raw -68523.482875 + Penalty 3055.958832 = -65467.524044
  nChanged 4
		SP:Iteration 4Q (8039.220000 sec): 3 clusters
  Score: Raw -68537.403453 + Penalty 3055.958832 = -65481.444621
  nChanged 2
		SP:Iteration 5Q (8039.230000 sec): 3 clusters
  Score: Raw -68544.813163 + Penalty 3055.958832 = -65488.854331
  nChanged 2
		SP:Iteration 6Q (8039.230000 sec): 3 clusters
  Score: Raw -68551.916429 + Penalty 3055.958832 = -65495.957597
  nChanged 3
		SP:Iteration 7Q (8039.230000 sec): 3 clusters
  Score: Raw -68557.335382 + Penalty 3055.958832 = -65501.376550
  nChanged 2
		SP:Iteration 8Q (8039.230000 sec): 3 clusters
  Score: Raw -68561.310627 + Penalty 3055.958832 = -65505.351795
  nChanged 1
		SP:Iteration 9Q (8039.230000 sec): 3 clusters
  Score: Raw -68563.609326 + Penalty 3055.958832 = -65507.650494
  nChanged 0
		SP:Iteration 10F (8039.240000 sec): 3 clusters
  Score: Raw -68563.609326 + Penalty 3055.958832 = -65507.650494
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (268042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8040.130000 sec): 2 clusters
  Score: Raw -39665434.756976 + Penalty 3099.726943 = -39662335.030033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8041.130000 sec): 3 clusters
  Score: Raw -39488579.077986 + Penalty 6199.453886 = -39482379.624100
  nChanged 129490
		SP:Iteration 1F (8042.120000 sec): 3 clusters
  Score: Raw -39564827.086341 + Penalty 6199.453886 = -39558627.632455
  nChanged 6447
		SP:Iteration 2Q (8043.140000 sec): 3 clusters
  Score: Raw -39566015.464334 + Penalty 6199.453886 = -39559816.010448
  nChanged 6957
		SP:Iteration 3Q (8044.160000 sec): 3 clusters
  Score: Raw -39567484.511776 + Penalty 6199.453886 = -39561285.057890
  nChanged 7685
		SP:Iteration 4Q (8045.180000 sec): 3 clusters
  Score: Raw -39569415.941559 + Penalty 6199.453886 = -39563216.487674
  nChanged 8576
		SP:Iteration 5Q (8046.200000 sec): 3 clusters
  Score: Raw -39572083.266730 + Penalty 6199.453886 = -39565883.812844
  nChanged 9895
		SP:Iteration 6Q (8047.210000 sec): 3 clusters
  Score: Raw -39575774.799216 + Penalty 6199.453886 = -39569575.345330
  nChanged 11351
		SP:Iteration 7Q (8048.230000 sec): 3 clusters
  Score: Raw -39580975.255847 + Penalty 6199.453886 = -39574775.801961
  nChanged 13203
		SP:Iteration 8Q (8049.240000 sec): 3 clusters
  Score: Raw -39588305.421750 + Penalty 6199.453886 = -39582105.967864
  nChanged 15427
		SP:Iteration 9F (8050.220000 sec): 3 clusters
  Score: Raw -39598426.943182 + Penalty 6199.453886 = -39592227.489296
  nChanged 17256
		SP:Iteration 10F (8051.220000 sec): 3 clusters
  Score: Raw -39611002.593299 + Penalty 6199.453886 = -39604803.139414
  nChanged 18161
		SP:Iteration 11F (8052.200000 sec): 3 clusters
  Score: Raw -39624905.190981 + Penalty 6199.453886 = -39618705.737095
  nChanged 16900
		SP:Iteration 12F (8053.170000 sec): 3 clusters
  Score: Raw -39638258.483283 + Penalty 6199.453886 = -39632059.029397
  nChanged 13850
		SP:Iteration 13F (8054.140000 sec): 3 clusters
  Score: Raw -39649363.848191 + Penalty 6199.453886 = -39643164.394305
  nChanged 9750
		SP:Iteration 14Q (8054.970000 sec): 3 clusters
  Score: Raw -39657022.883186 + Penalty 6199.453886 = -39650823.429300
  nChanged 5856
		SP:Iteration 15Q (8055.760000 sec): 3 clusters
  Score: Raw -39661411.554080 + Penalty 6199.453886 = -39655212.100194
  nChanged 3116
		SP:Iteration 16Q (8056.500000 sec): 3 clusters
  Score: Raw -39663631.494659 + Penalty 6199.453886 = -39657432.040773
  nChanged 1524
		SP:Iteration 17Q (8057.220000 sec): 3 clusters
  Score: Raw -39664672.464945 + Penalty 6199.453886 = -39658473.011059
  nChanged 710
		SP:Iteration 18Q (8057.920000 sec): 3 clusters
  Score: Raw -39665138.957831 + Penalty 6199.453886 = -39658939.503945
  nChanged 364
		SP:Iteration 19Q (8058.630000 sec): 3 clusters
  Score: Raw -39665379.037509 + Penalty 6199.453886 = -39659179.583623
  nChanged 224
		SP:Iteration 20F (8059.570000 sec): 3 clusters
  Score: Raw -39665538.762721 + Penalty 6199.453886 = -39659339.308835
  nChanged 163
		SP:Iteration 21Q (8060.260000 sec): 3 clusters
  Score: Raw -39665645.737779 + Penalty 6199.453886 = -39659446.283893
  nChanged 76
		SP:Iteration 22Q (8060.940000 sec): 3 clusters
  Score: Raw -39665693.540650 + Penalty 6199.453886 = -39659494.086764
  nChanged 56
		SP:Iteration 23Q (8061.620000 sec): 3 clusters
  Score: Raw -39665729.380315 + Penalty 6199.453886 = -39659529.926429
  nChanged 38
		SP:Iteration 24Q (8062.300000 sec): 3 clusters
  Score: Raw -39665751.647494 + Penalty 6199.453886 = -39659552.193608
  nChanged 33
		SP:Iteration 25Q (8062.980000 sec): 3 clusters
  Score: Raw -39665773.329181 + Penalty 6199.453886 = -39659573.875295
  nChanged 26
		SP:Iteration 26Q (8063.660000 sec): 3 clusters
  Score: Raw -39665795.174905 + Penalty 6199.453886 = -39659595.721019
  nChanged 24
		SP:Iteration 27Q (8064.340000 sec): 3 clusters
  Score: Raw -39665811.693733 + Penalty 6199.453886 = -39659612.239847
  nChanged 25
		SP:Iteration 28Q (8065.020000 sec): 3 clusters
  Score: Raw -39665826.911718 + Penalty 6199.453886 = -39659627.457832
  nChanged 14
		SP:Iteration 29Q (8065.700000 sec): 3 clusters
  Score: Raw -39665837.234710 + Penalty 6199.453886 = -39659637.780824
  nChanged 13
		SP:Iteration 30Q (8066.380000 sec): 3 clusters
  Score: Raw -39665845.565815 + Penalty 6199.453886 = -39659646.111929
  nChanged 10
		SP:Iteration 31Q (8067.060000 sec): 3 clusters
  Score: Raw -39665854.553892 + Penalty 6199.453886 = -39659655.100006
  nChanged 9
		SP:Iteration 32Q (8067.740000 sec): 3 clusters
  Score: Raw -39665861.111120 + Penalty 6199.453886 = -39659661.657234
  nChanged 8
		SP:Iteration 33Q (8068.420000 sec): 3 clusters
  Score: Raw -39665866.402814 + Penalty 6199.453886 = -39659666.948928
  nChanged 8
		SP:Iteration 34Q (8069.100000 sec): 3 clusters
  Score: Raw -39665871.964216 + Penalty 6199.453886 = -39659672.510330
  nChanged 8
		SP:Iteration 35Q (8069.770000 sec): 3 clusters
  Score: Raw -39665877.924187 + Penalty 6199.453886 = -39659678.470301
  nChanged 6
		SP:Iteration 36Q (8070.450000 sec): 3 clusters
  Score: Raw -39665881.159615 + Penalty 6199.453886 = -39659681.705729
  nChanged 4
		SP:Iteration 37Q (8071.130000 sec): 3 clusters
  Score: Raw -39665884.073572 + Penalty 6199.453886 = -39659684.619686
  nChanged 5
		SP:Iteration 38Q (8071.810000 sec): 3 clusters
  Score: Raw -39665887.906822 + Penalty 6199.453886 = -39659688.452936
  nChanged 4
		SP:Iteration 39Q (8072.480000 sec): 3 clusters
  Score: Raw -39665890.173716 + Penalty 6199.453886 = -39659690.719830
  nChanged 5
		SP:Iteration 40F (8073.430000 sec): 3 clusters
  Score: Raw -39665893.710989 + Penalty 6199.453886 = -39659694.257103
  nChanged 2
		SP:Iteration 41Q (8074.110000 sec): 3 clusters
  Score: Raw -39665895.283037 + Penalty 6199.453886 = -39659695.829151
  nChanged 2
		SP:Iteration 42Q (8074.780000 sec): 3 clusters
  Score: Raw -39665895.989620 + Penalty 6199.453886 = -39659696.535734
  nChanged 1
		SP:Iteration 43Q (8075.470000 sec): 3 clusters
  Score: Raw -39665896.706375 + Penalty 6199.453886 = -39659697.252489
  nChanged 2
		SP:Iteration 44Q (8076.150000 sec): 3 clusters
  Score: Raw -39665898.484199 + Penalty 6199.453886 = -39659699.030314
  nChanged 4
		SP:Iteration 45Q (8076.830000 sec): 3 clusters
  Score: Raw -39665903.799010 + Penalty 6199.453886 = -39659704.345124
  nChanged 3
		SP:Iteration 46Q (8077.510000 sec): 3 clusters
  Score: Raw -39665906.506764 + Penalty 6199.453886 = -39659707.052878
  nChanged 2
		SP:Iteration 47Q (8078.190000 sec): 3 clusters
  Score: Raw -39665908.113635 + Penalty 6199.453886 = -39659708.659749
  nChanged 1
		SP:Iteration 48Q (8078.870000 sec): 3 clusters
  Score: Raw -39665908.669251 + Penalty 6199.453886 = -39659709.215365
  nChanged 2
		SP:Iteration 49Q (8079.540000 sec): 3 clusters
  Score: Raw -39665909.718619 + Penalty 6199.453886 = -39659710.264733
  nChanged 1
		SP:Iteration 50Q (8080.210000 sec): 3 clusters
  Score: Raw -39665910.019955 + Penalty 6199.453886 = -39659710.566069
  nChanged 1
		SP:Iteration 51Q (8080.890000 sec): 3 clusters
  Score: Raw -39665910.241052 + Penalty 6199.453886 = -39659710.787166
  nChanged 0
		SP:Iteration 52F (8081.840000 sec): 3 clusters
  Score: Raw -39665910.241052 + Penalty 6199.453886 = -39659710.787166
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8082.090000 sec): 2 clusters
  Score: Raw -5135724.242631 + Penalty 2584.725774 = -5133139.516857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8082.210000 sec): 3 clusters
  Score: Raw -5115336.244335 + Penalty 5169.451548 = -5110166.792787
  nChanged 15254
		SP:Iteration 1F (8082.330000 sec): 3 clusters
  Score: Raw -5123550.768318 + Penalty 5169.451548 = -5118381.316770
  nChanged 1465
		SP:Iteration 2Q (8082.450000 sec): 3 clusters
  Score: Raw -5123972.002856 + Penalty 5169.451548 = -5118802.551309
  nChanged 1266
		SP:Iteration 3Q (8082.580000 sec): 3 clusters
  Score: Raw -5124313.147098 + Penalty 5169.451548 = -5119143.695550
  nChanged 1135
		SP:Iteration 4Q (8082.700000 sec): 3 clusters
  Score: Raw -5124633.251201 + Penalty 5169.451548 = -5119463.799654
  nChanged 1108
		SP:Iteration 5Q (8082.820000 sec): 3 clusters
  Score: Raw -5124987.016398 + Penalty 5169.451548 = -5119817.564850
  nChanged 1280
		SP:Iteration 6Q (8082.940000 sec): 3 clusters
  Score: Raw -5125492.351534 + Penalty 5169.451548 = -5120322.899987
  nChanged 1562
		SP:Iteration 7Q (8083.060000 sec): 3 clusters
  Score: Raw -5126287.119157 + Penalty 5169.451548 = -5121117.667609
  nChanged 1995
		SP:Iteration 8F (8083.180000 sec): 3 clusters
  Score: Raw -5127585.476916 + Penalty 5169.451548 = -5122416.025368
  nChanged 2356
		SP:Iteration 9F (8083.290000 sec): 3 clusters
  Score: Raw -5129431.465000 + Penalty 5169.451548 = -5124262.013453
  nChanged 2432
		SP:Iteration 10F (8083.410000 sec): 3 clusters
  Score: Raw -5131604.694990 + Penalty 5169.451548 = -5126435.243442
  nChanged 2013
		SP:Iteration 11F (8083.530000 sec): 3 clusters
  Score: Raw -5133422.904832 + Penalty 5169.451548 = -5128253.453285
  nChanged 1314
		SP:Iteration 12Q (8083.640000 sec): 3 clusters
  Score: Raw -5134618.042684 + Penalty 5169.451548 = -5129448.591136
  nChanged 739
		SP:Iteration 13Q (8083.750000 sec): 3 clusters
  Score: Raw -5135256.612360 + Penalty 5169.451548 = -5130087.160812
  nChanged 382
		SP:Iteration 14Q (8083.840000 sec): 3 clusters
  Score: Raw -5135603.064721 + Penalty 5169.451548 = -5130433.613173
  nChanged 211
		SP:Iteration 15Q (8083.930000 sec): 3 clusters
  Score: Raw -5135779.043802 + Penalty 5169.451548 = -5130609.592255
  nChanged 123
		SP:Iteration 16Q (8084.030000 sec): 3 clusters
  Score: Raw -5135869.205390 + Penalty 5169.451548 = -5130699.753842
  nChanged 80
		SP:Iteration 17Q (8084.110000 sec): 3 clusters
  Score: Raw -5135937.610388 + Penalty 5169.451548 = -5130768.158841
  nChanged 61
		SP:Iteration 18Q (8084.200000 sec): 3 clusters
  Score: Raw -5135986.476049 + Penalty 5169.451548 = -5130817.024501
  nChanged 35
		SP:Iteration 19Q (8084.280000 sec): 3 clusters
  Score: Raw -5136012.351851 + Penalty 5169.451548 = -5130842.900304
  nChanged 21
		SP:Iteration 20F (8084.400000 sec): 3 clusters
  Score: Raw -5136026.374251 + Penalty 5169.451548 = -5130856.922704
  nChanged 18
		SP:Iteration 21Q (8084.490000 sec): 3 clusters
  Score: Raw -5136036.669809 + Penalty 5169.451548 = -5130867.218262
  nChanged 9
		SP:Iteration 22Q (8084.580000 sec): 3 clusters
  Score: Raw -5136041.643826 + Penalty 5169.451548 = -5130872.192278
  nChanged 7
		SP:Iteration 23Q (8084.660000 sec): 3 clusters
  Score: Raw -5136047.248867 + Penalty 5169.451548 = -5130877.797319
  nChanged 12
		SP:Iteration 24Q (8084.750000 sec): 3 clusters
  Score: Raw -5136056.667804 + Penalty 5169.451548 = -5130887.216256
  nChanged 11
		SP:Iteration 25Q (8084.840000 sec): 3 clusters
  Score: Raw -5136064.764683 + Penalty 5169.451548 = -5130895.313135
  nChanged 7
		SP:Iteration 26Q (8084.920000 sec): 3 clusters
  Score: Raw -5136068.535724 + Penalty 5169.451548 = -5130899.084176
  nChanged 6
		SP:Iteration 27Q (8085.010000 sec): 3 clusters
  Score: Raw -5136073.056792 + Penalty 5169.451548 = -5130903.605245
  nChanged 5
		SP:Iteration 28Q (8085.090000 sec): 3 clusters
  Score: Raw -5136076.542223 + Penalty 5169.451548 = -5130907.090675
  nChanged 4
		SP:Iteration 29Q (8085.180000 sec): 3 clusters
  Score: Raw -5136078.693033 + Penalty 5169.451548 = -5130909.241486
  nChanged 4
		SP:Iteration 30Q (8085.260000 sec): 3 clusters
  Score: Raw -5136082.238361 + Penalty 5169.451548 = -5130912.786813
  nChanged 5
		SP:Iteration 31Q (8085.350000 sec): 3 clusters
  Score: Raw -5136085.385361 + Penalty 5169.451548 = -5130915.933814
  nChanged 3
		SP:Iteration 32Q (8085.430000 sec): 3 clusters
  Score: Raw -5136086.856557 + Penalty 5169.451548 = -5130917.405009
  nChanged 1
		SP:Iteration 33Q (8085.510000 sec): 3 clusters
  Score: Raw -5136087.115430 + Penalty 5169.451548 = -5130917.663883
  nChanged 1
		SP:Iteration 34Q (8085.600000 sec): 3 clusters
  Score: Raw -5136087.494308 + Penalty 5169.451548 = -5130918.042761
  nChanged 0
		SP:Iteration 35F (8085.710000 sec): 3 clusters
  Score: Raw -5136087.494308 + Penalty 5169.451548 = -5130918.042761
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.730000 sec): 2 clusters
  Score: Raw -141600.058951 + Penalty 1732.439171 = -139867.619780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.740000 sec): 3 clusters
  Score: Raw -141385.178478 + Penalty 3464.878342 = -137920.300136
  nChanged 282
		SP:Iteration 1F (8085.740000 sec): 3 clusters
  Score: Raw -141768.243366 + Penalty 3464.878342 = -138303.365025
  nChanged 80
		SP:Iteration 2F (8085.750000 sec): 3 clusters
  Score: Raw -141888.841639 + Penalty 3464.878342 = -138423.963297
  nChanged 47
		SP:Iteration 3Q (8085.750000 sec): 3 clusters
  Score: Raw -141969.650310 + Penalty 3464.878342 = -138504.771969
  nChanged 40
		SP:Iteration 4Q (8085.750000 sec): 3 clusters
  Score: Raw -142048.354617 + Penalty 3464.878342 = -138583.476276
  nChanged 37
		SP:Iteration 5Q (8085.750000 sec): 3 clusters
  Score: Raw -142109.333427 + Penalty 3464.878342 = -138644.455085
  nChanged 23
		SP:Iteration 6Q (8085.760000 sec): 3 clusters
  Score: Raw -142139.742818 + Penalty 3464.878342 = -138674.864476
  nChanged 21
		SP:Iteration 7Q (8085.760000 sec): 3 clusters
  Score: Raw -142168.240576 + Penalty 3464.878342 = -138703.362234
  nChanged 7
		SP:Iteration 8Q (8085.770000 sec): 3 clusters
  Score: Raw -142174.636624 + Penalty 3464.878342 = -138709.758283
  nChanged 5
		SP:Iteration 9Q (8085.770000 sec): 3 clusters
  Score: Raw -142178.602836 + Penalty 3464.878342 = -138713.724494
  nChanged 0
		SP:Iteration 10F (8085.770000 sec): 3 clusters
  Score: Raw -142178.602836 + Penalty 3464.878342 = -138713.724494
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.770000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.780000 sec): 3 clusters
  Score: Raw -31545.514794 + Penalty 2705.839273 = -28839.675521
  nChanged 28
		SP:Iteration 1F (8085.780000 sec): 3 clusters
  Score: Raw -31687.447700 + Penalty 2705.839273 = -28981.608427
  nChanged 17
		SP:Iteration 2F (8085.780000 sec): 3 clusters
  Score: Raw -31761.235262 + Penalty 2705.839273 = -29055.395989
  nChanged 9
		SP:Iteration 3Q (8085.780000 sec): 3 clusters
  Score: Raw -31826.304856 + Penalty 2705.839273 = -29120.465583
  nChanged 3
		SP:Iteration 4Q (8085.780000 sec): 3 clusters
  Score: Raw -31840.612252 + Penalty 2705.839273 = -29134.772979
  nChanged 4
		SP:Iteration 5Q (8085.780000 sec): 3 clusters
  Score: Raw -31867.899881 + Penalty 2705.839273 = -29162.060607
  nChanged 1
		SP:Iteration 6Q (8085.780000 sec): 3 clusters
  Score: Raw -31884.021299 + Penalty 2705.839273 = -29178.182026
  nChanged 1
		SP:Iteration 7Q (8085.780000 sec): 3 clusters
  Score: Raw -31886.522241 + Penalty 2705.839273 = -29180.682967
  nChanged 0
		SP:Iteration 8F (8085.780000 sec): 3 clusters
  Score: Raw -31886.522241 + Penalty 2705.839273 = -29180.682967
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.790000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.790000 sec): 3 clusters
  Score: Raw -77809.770982 + Penalty 3172.049753 = -74637.721230
  nChanged 119
		SP:Iteration 1F (8085.790000 sec): 3 clusters
  Score: Raw -77996.707449 + Penalty 3172.049753 = -74824.657696
  nChanged 35
		SP:Iteration 2F (8085.790000 sec): 3 clusters
  Score: Raw -78066.909061 + Penalty 3172.049753 = -74894.859308
  nChanged 12
		SP:Iteration 3Q (8085.790000 sec): 3 clusters
  Score: Raw -78094.562015 + Penalty 3172.049753 = -74922.512263
  nChanged 9
		SP:Iteration 4Q (8085.800000 sec): 3 clusters
  Score: Raw -78110.617995 + Penalty 3172.049753 = -74938.568242
  nChanged 4
		SP:Iteration 5Q (8085.800000 sec): 3 clusters
  Score: Raw -78117.183245 + Penalty 3172.049753 = -74945.133493
  nChanged 3
		SP:Iteration 6Q (8085.800000 sec): 3 clusters
  Score: Raw -78121.549257 + Penalty 3172.049753 = -74949.499504
  nChanged 3
		SP:Iteration 7Q (8085.800000 sec): 3 clusters
  Score: Raw -78125.481570 + Penalty 3172.049753 = -74953.431818
  nChanged 3
		SP:Iteration 8Q (8085.800000 sec): 3 clusters
  Score: Raw -78130.094890 + Penalty 3172.049753 = -74958.045137
  nChanged 3
		SP:Iteration 9Q (8085.810000 sec): 3 clusters
  Score: Raw -78137.950386 + Penalty 3172.049753 = -74965.900633
  nChanged 3
		SP:Iteration 10Q (8085.810000 sec): 3 clusters
  Score: Raw -78141.934646 + Penalty 3172.049753 = -74969.884893
  nChanged 2
		SP:Iteration 11Q (8085.810000 sec): 3 clusters
  Score: Raw -78144.547568 + Penalty 3172.049753 = -74972.497815
  nChanged 1
		SP:Iteration 12Q (8085.810000 sec): 3 clusters
  Score: Raw -78146.633796 + Penalty 3172.049753 = -74974.584044
  nChanged 0
		SP:Iteration 13F (8085.810000 sec): 3 clusters
  Score: Raw -78146.633796 + Penalty 3172.049753 = -74974.584044
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.820000 sec): 2 clusters
  Score: Raw -24575.550785 + Penalty 1363.297720 = -23212.253065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.820000 sec): 3 clusters
  Score: Raw -24848.801975 + Penalty 2726.595440 = -22122.206535
  nChanged 42
		SP:Iteration 1F (8085.820000 sec): 3 clusters
  Score: Raw -25069.079967 + Penalty 2726.595440 = -22342.484528
  nChanged 14
		SP:Iteration 2F (8085.820000 sec): 3 clusters
  Score: Raw -25349.344036 + Penalty 2726.595440 = -22622.748597
  nChanged 10
		SP:Iteration 3Q (8085.820000 sec): 3 clusters
  Score: Raw -25431.668373 + Penalty 2726.595440 = -22705.072934
  nChanged 5
		SP:Iteration 4Q (8085.820000 sec): 3 clusters
  Score: Raw -25509.838116 + Penalty 2726.595440 = -22783.242676
  nChanged 2
		SP:Iteration 5Q (8085.820000 sec): 3 clusters
  Score: Raw -25595.067269 + Penalty 2726.595440 = -22868.471829
  nChanged 2
		SP:Iteration 6Q (8085.820000 sec): 3 clusters
  Score: Raw -25753.294347 + Penalty 2726.595440 = -23026.698907
  nChanged 2
		SP:Iteration 7Q (8085.820000 sec): 3 clusters
  Score: Raw -25808.447023 + Penalty 2726.595440 = -23081.851583
  nChanged 0
		SP:Iteration 8F (8085.820000 sec): 3 clusters
  Score: Raw -25808.447023 + Penalty 2726.595440 = -23081.851583
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.830000 sec): 2 clusters
  Score: Raw -33339.247056 + Penalty 1391.149005 = -31948.098051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.830000 sec): 3 clusters
  Score: Raw -33527.670656 + Penalty 2782.298010 = -30745.372645
  nChanged 36
		SP:Iteration 1F (8085.830000 sec): 3 clusters
  Score: Raw -33709.041898 + Penalty 2782.298010 = -30926.743887
  nChanged 23
		SP:Iteration 2F (8085.830000 sec): 3 clusters
  Score: Raw -33852.612059 + Penalty 2782.298010 = -31070.314048
  nChanged 15
		SP:Iteration 3F (8085.830000 sec): 3 clusters
  Score: Raw -34018.276719 + Penalty 2782.298010 = -31235.978709
  nChanged 16
		SP:Iteration 4F (8085.830000 sec): 3 clusters
  Score: Raw -34231.265387 + Penalty 2782.298010 = -31448.967377
  nChanged 8
		SP:Iteration 5Q (8085.830000 sec): 3 clusters
  Score: Raw -34383.450113 + Penalty 2782.298010 = -31601.152103
  nChanged 7
		SP:Iteration 6Q (8085.830000 sec): 3 clusters
  Score: Raw -34468.507099 + Penalty 2782.298010 = -31686.209088
  nChanged 1
		SP:Iteration 7Q (8085.830000 sec): 3 clusters
  Score: Raw -34505.728688 + Penalty 2782.298010 = -31723.430677
  nChanged 1
		SP:Iteration 8Q (8085.830000 sec): 3 clusters
  Score: Raw -34510.156521 + Penalty 2782.298010 = -31727.858510
  nChanged 1
		SP:Iteration 9Q (8085.830000 sec): 3 clusters
  Score: Raw -34514.758625 + Penalty 2782.298010 = -31732.460615
  nChanged 1
		SP:Iteration 10Q (8085.830000 sec): 3 clusters
  Score: Raw -34523.533123 + Penalty 2782.298010 = -31741.235113
  nChanged 0
		SP:Iteration 11F (8085.840000 sec): 3 clusters
  Score: Raw -34523.533123 + Penalty 2782.298010 = -31741.235113
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.840000 sec): 2 clusters
  Score: Raw -29618.592547 + Penalty 1336.489789 = -28282.102758
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.840000 sec): 3 clusters
  Score: Raw -29823.273034 + Penalty 2672.979578 = -27150.293456
  nChanged 13
		SP:Iteration 1F (8085.840000 sec): 3 clusters
  Score: Raw -29882.613540 + Penalty 2672.979578 = -27209.633962
  nChanged 4
		SP:Iteration 2Q (8085.840000 sec): 3 clusters
  Score: Raw -29902.623952 + Penalty 2672.979578 = -27229.644374
  nChanged 0
		SP:Iteration 3F (8085.840000 sec): 3 clusters
  Score: Raw -29902.623952 + Penalty 2672.979578 = -27229.644374
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.850000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.850000 sec): 3 clusters
  Score: Raw -55046.823097 + Penalty 2975.472535 = -52071.350562
  nChanged 64
		SP:Iteration 1F (8085.850000 sec): 3 clusters
  Score: Raw -55205.660609 + Penalty 2975.472535 = -52230.188075
  nChanged 15
		SP:Iteration 2Q (8085.850000 sec): 3 clusters
  Score: Raw -55242.235474 + Penalty 2975.472535 = -52266.762940
  nChanged 3
		SP:Iteration 3Q (8085.850000 sec): 3 clusters
  Score: Raw -55251.740778 + Penalty 2975.472535 = -52276.268244
  nChanged 5
		SP:Iteration 4Q (8085.850000 sec): 3 clusters
  Score: Raw -55262.242797 + Penalty 2975.472535 = -52286.770262
  nChanged 3
		SP:Iteration 5Q (8085.850000 sec): 3 clusters
  Score: Raw -55269.674706 + Penalty 2975.472535 = -52294.202171
  nChanged 1
		SP:Iteration 6Q (8085.850000 sec): 3 clusters
  Score: Raw -55274.225249 + Penalty 2975.472535 = -52298.752714
  nChanged 3
		SP:Iteration 7Q (8085.860000 sec): 3 clusters
  Score: Raw -55283.499066 + Penalty 2975.472535 = -52308.026531
  nChanged 3
		SP:Iteration 8Q (8085.860000 sec): 3 clusters
  Score: Raw -55293.965630 + Penalty 2975.472535 = -52318.493095
  nChanged 2
		SP:Iteration 9Q (8085.860000 sec): 3 clusters
  Score: Raw -55300.313395 + Penalty 2975.472535 = -52324.840860
  nChanged 2
		SP:Iteration 10Q (8085.860000 sec): 3 clusters
  Score: Raw -55305.769867 + Penalty 2975.472535 = -52330.297333
  nChanged 0
		SP:Iteration 11F (8085.860000 sec): 3 clusters
  Score: Raw -55305.769867 + Penalty 2975.472535 = -52330.297333
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.870000 sec): 2 clusters
  Score: Raw -17548.260455 + Penalty 1308.972435 = -16239.288020
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.870000 sec): 3 clusters
  Score: Raw -18184.250656 + Penalty 2617.944871 = -15566.305785
  nChanged 42
		SP:Iteration 1F (8085.870000 sec): 3 clusters
  Score: Raw -18475.088349 + Penalty 2617.944871 = -15857.143478
  nChanged 14
		SP:Iteration 2F (8085.870000 sec): 3 clusters
  Score: Raw -18664.424049 + Penalty 2617.944871 = -16046.479178
  nChanged 7
		SP:Iteration 3Q (8085.870000 sec): 3 clusters
  Score: Raw -18822.934314 + Penalty 2617.944871 = -16204.989443
  nChanged 1
		SP:Iteration 4Q (8085.870000 sec): 3 clusters
  Score: Raw -18837.933889 + Penalty 2617.944871 = -16219.989018
  nChanged 0
		SP:Iteration 5F (8085.870000 sec): 3 clusters
  Score: Raw -18837.933889 + Penalty 2617.944871 = -16219.989018
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.870000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.870000 sec): 3 clusters
  Score: Raw -29470.025829 + Penalty 2686.385799 = -26783.640029
  nChanged 15
		SP:Iteration 1F (8085.870000 sec): 3 clusters
  Score: Raw -29541.581164 + Penalty 2686.385799 = -26855.195364
  nChanged 4
		SP:Iteration 2Q (8085.870000 sec): 3 clusters
  Score: Raw -29556.769204 + Penalty 2686.385799 = -26870.383404
  nChanged 4
		SP:Iteration 3Q (8085.870000 sec): 3 clusters
  Score: Raw -29568.567520 + Penalty 2686.385799 = -26882.181720
  nChanged 0
		SP:Iteration 4F (8085.870000 sec): 3 clusters
  Score: Raw -29568.567520 + Penalty 2686.385799 = -26882.181720
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.880000 sec): 2 clusters
  Score: Raw -46074.767155 + Penalty 1447.033063 = -44627.734092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.880000 sec): 3 clusters
  Score: Raw -46205.557942 + Penalty 2894.066126 = -43311.491817
  nChanged 69
		SP:Iteration 1F (8085.880000 sec): 3 clusters
  Score: Raw -46395.299169 + Penalty 2894.066126 = -43501.233043
  nChanged 12
		SP:Iteration 2Q (8085.880000 sec): 3 clusters
  Score: Raw -46436.661879 + Penalty 2894.066126 = -43542.595754
  nChanged 9
		SP:Iteration 3Q (8085.880000 sec): 3 clusters
  Score: Raw -46459.423704 + Penalty 2894.066126 = -43565.357579
  nChanged 6
		SP:Iteration 4Q (8085.890000 sec): 3 clusters
  Score: Raw -46490.830719 + Penalty 2894.066126 = -43596.764593
  nChanged 4
		SP:Iteration 5Q (8085.890000 sec): 3 clusters
  Score: Raw -46498.822737 + Penalty 2894.066126 = -43604.756612
  nChanged 2
		SP:Iteration 6Q (8085.890000 sec): 3 clusters
  Score: Raw -46504.911569 + Penalty 2894.066126 = -43610.845444
  nChanged 2
		SP:Iteration 7Q (8085.890000 sec): 3 clusters
  Score: Raw -46516.412173 + Penalty 2894.066126 = -43622.346048
  nChanged 2
		SP:Iteration 8Q (8085.890000 sec): 3 clusters
  Score: Raw -46523.881280 + Penalty 2894.066126 = -43629.815154
  nChanged 0
		SP:Iteration 9F (8085.890000 sec): 3 clusters
  Score: Raw -46523.881280 + Penalty 2894.066126 = -43629.815154
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.890000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.890000 sec): 3 clusters
  Score: Raw -55269.105302 + Penalty 3005.325105 = -52263.780197
  nChanged 67
		SP:Iteration 1F (8085.890000 sec): 3 clusters
  Score: Raw -55504.586716 + Penalty 3005.325105 = -52499.261611
  nChanged 23
		SP:Iteration 2F (8085.900000 sec): 3 clusters
  Score: Raw -55628.501727 + Penalty 3005.325105 = -52623.176622
  nChanged 13
		SP:Iteration 3Q (8085.900000 sec): 3 clusters
  Score: Raw -55672.641525 + Penalty 3005.325105 = -52667.316420
  nChanged 5
		SP:Iteration 4Q (8085.900000 sec): 3 clusters
  Score: Raw -55685.928756 + Penalty 3005.325105 = -52680.603651
  nChanged 3
		SP:Iteration 5Q (8085.900000 sec): 3 clusters
  Score: Raw -55693.647469 + Penalty 3005.325105 = -52688.322364
  nChanged 2
		SP:Iteration 6Q (8085.900000 sec): 3 clusters
  Score: Raw -55700.289739 + Penalty 3005.325105 = -52694.964634
  nChanged 2
		SP:Iteration 7Q (8085.910000 sec): 3 clusters
  Score: Raw -55707.839127 + Penalty 3005.325105 = -52702.514022
  nChanged 2
		SP:Iteration 8Q (8085.910000 sec): 3 clusters
  Score: Raw -55713.270319 + Penalty 3005.325105 = -52707.945214
  nChanged 1
		SP:Iteration 9Q (8085.910000 sec): 3 clusters
  Score: Raw -55714.176933 + Penalty 3005.325105 = -52708.851828
  nChanged 0
		SP:Iteration 10F (8085.910000 sec): 3 clusters
  Score: Raw -55714.176933 + Penalty 3005.325105 = -52708.851828
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 38 (242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.910000 sec): 2 clusters
  Score: Raw -24854.945070 + Penalty 1361.256556 = -23493.688514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.910000 sec): 3 clusters
  Score: Raw -25808.661083 + Penalty 2722.513112 = -23086.147970
  nChanged 72
		SP:Iteration 1F (8085.910000 sec): 3 clusters
  Score: Raw -26246.400244 + Penalty 2722.513112 = -23523.887132
  nChanged 11
		SP:Iteration 2Q (8085.910000 sec): 3 clusters
  Score: Raw -26364.437196 + Penalty 2722.513112 = -23641.924084
  nChanged 3
		SP:Iteration 3Q (8085.910000 sec): 3 clusters
  Score: Raw -26401.969612 + Penalty 2722.513112 = -23679.456500
  nChanged 1
		SP:Iteration 4Q (8085.910000 sec): 3 clusters
  Score: Raw -26412.198843 + Penalty 2722.513112 = -23689.685730
  nChanged 0
		SP:Iteration 5F (8085.910000 sec): 3 clusters
  Score: Raw -26412.198843 + Penalty 2722.513112 = -23689.685730
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 42.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 39 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.920000 sec): 2 clusters
  Score: Raw -22896.629861 + Penalty 1287.853299 = -21608.776562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.920000 sec): 3 clusters
  Score: Raw -23177.345993 + Penalty 2575.706598 = -20601.639395
  nChanged 17
		SP:Iteration 1F (8085.920000 sec): 3 clusters
  Score: Raw -23270.387323 + Penalty 2575.706598 = -20694.680724
  nChanged 5
		SP:Iteration 2Q (8085.920000 sec): 3 clusters
  Score: Raw -23312.660267 + Penalty 2575.706598 = -20736.953669
  nChanged 3
		SP:Iteration 3Q (8085.920000 sec): 3 clusters
  Score: Raw -23324.762173 + Penalty 2575.706598 = -20749.055575
  nChanged 1
		SP:Iteration 4Q (8085.920000 sec): 3 clusters
  Score: Raw -23327.758350 + Penalty 2575.706598 = -20752.051752
  nChanged 0
		SP:Iteration 5F (8085.930000 sec): 3 clusters
  Score: Raw -23327.758350 + Penalty 2575.706598 = -20752.051752
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.930000 sec): 2 clusters
  Score: Raw -68690.960353 + Penalty 1547.104507 = -67143.855846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.930000 sec): 3 clusters
  Score: Raw -68719.424150 + Penalty 3094.209014 = -65625.215136
  nChanged 99
		SP:Iteration 1F (8085.930000 sec): 3 clusters
  Score: Raw -68906.028226 + Penalty 3094.209014 = -65811.819212
  nChanged 22
		SP:Iteration 2Q (8085.930000 sec): 3 clusters
  Score: Raw -68976.066819 + Penalty 3094.209014 = -65881.857805
  nChanged 11
		SP:Iteration 3Q (8085.930000 sec): 3 clusters
  Score: Raw -69006.563029 + Penalty 3094.209014 = -65912.354015
  nChanged 8
		SP:Iteration 4Q (8085.940000 sec): 3 clusters
  Score: Raw -69022.089747 + Penalty 3094.209014 = -65927.880733
  nChanged 5
		SP:Iteration 5Q (8085.940000 sec): 3 clusters
  Score: Raw -69033.468680 + Penalty 3094.209014 = -65939.259666
  nChanged 5
		SP:Iteration 6Q (8085.940000 sec): 3 clusters
  Score: Raw -69041.633995 + Penalty 3094.209014 = -65947.424981
  nChanged 4
		SP:Iteration 7Q (8085.940000 sec): 3 clusters
  Score: Raw -69047.023374 + Penalty 3094.209014 = -65952.814360
  nChanged 2
		SP:Iteration 8Q (8085.940000 sec): 3 clusters
  Score: Raw -69052.479550 + Penalty 3094.209014 = -65958.270536
  nChanged 2
		SP:Iteration 9Q (8085.940000 sec): 3 clusters
  Score: Raw -69055.630175 + Penalty 3094.209014 = -65961.421161
  nChanged 1
		SP:Iteration 10Q (8085.940000 sec): 3 clusters
  Score: Raw -69059.909557 + Penalty 3094.209014 = -65965.700543
  nChanged 0
		SP:Iteration 11F (8085.950000 sec): 3 clusters
  Score: Raw -69059.909557 + Penalty 3094.209014 = -65965.700543
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (199 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.950000 sec): 2 clusters
  Score: Raw -16120.972557 + Penalty 1312.739597 = -14808.232960
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.950000 sec): 3 clusters
  Score: Raw -16576.979248 + Penalty 2625.479193 = -13951.500054
  nChanged 39
		SP:Iteration 1F (8085.950000 sec): 3 clusters
  Score: Raw -16893.707112 + Penalty 2625.479193 = -14268.227919
  nChanged 10
		SP:Iteration 2F (8085.950000 sec): 3 clusters
  Score: Raw -16955.060790 + Penalty 2625.479193 = -14329.581597
  nChanged 1
		SP:Iteration 3Q (8085.950000 sec): 3 clusters
  Score: Raw -16959.064965 + Penalty 2625.479193 = -14333.585772
  nChanged 1
		SP:Iteration 4Q (8085.950000 sec): 3 clusters
  Score: Raw -16960.745943 + Penalty 2625.479193 = -14335.266750
  nChanged 0
		SP:Iteration 5F (8085.950000 sec): 3 clusters
  Score: Raw -16960.745943 + Penalty 2625.479193 = -14335.266750
  nChanged 0
Deleting Class 38 (45 points): Lose 2210.725352 but Gain 3374.686117
Iteration 299Q (8094.830000 sec): 42 clusters
  Score: Raw -117674503.803525 + Penalty 138362.130809 = -117536141.672716
  nChanged 63
Iteration 300F (8135.980000 sec): 42 clusters
  Score: Raw -117675489.506304 + Penalty 138362.130809 = -117537127.375495
  nChanged 53
Iteration 301Q (8144.760000 sec): 42 clusters
  Score: Raw -117676277.420979 + Penalty 138362.130809 = -117537915.290170
  nChanged 23
Iteration 302Q (8153.550000 sec): 42 clusters
  Score: Raw -117676365.222097 + Penalty 138362.130809 = -117538003.091288
  nChanged 16
Iteration 303Q (8162.330000 sec): 42 clusters
  Score: Raw -117676503.210541 + Penalty 138362.130809 = -117538141.079732
  nChanged 15
Iteration 304Q (8171.180000 sec): 42 clusters
  Score: Raw -117676856.550826 + Penalty 138362.130809 = -117538494.420016
  nChanged 11
Iteration 305Q (8180.050000 sec): 42 clusters
  Score: Raw -117676880.050025 + Penalty 138362.130809 = -117538517.919216
  nChanged 10
Iteration 306Q (8188.980000 sec): 42 clusters
  Score: Raw -117676880.149573 + Penalty 138362.130809 = -117538518.018764
  nChanged 9
Iteration 307Q (8197.890000 sec): 42 clusters
  Score: Raw -117676880.294483 + Penalty 138362.130809 = -117538518.163673
  nChanged 7
Iteration 308Q (8206.830000 sec): 42 clusters
  Score: Raw -117676880.395627 + Penalty 138362.130809 = -117538518.264818
  nChanged 8
Iteration 309Q (8215.760000 sec): 42 clusters
  Score: Raw -117676880.547469 + Penalty 138362.130809 = -117538518.416660
  nChanged 6
Iteration 310Q (8224.690000 sec): 42 clusters
  Score: Raw -117676880.643961 + Penalty 138362.130809 = -117538518.513152
  nChanged 7
Iteration 311Q (8233.610000 sec): 42 clusters
  Score: Raw -117676880.770957 + Penalty 138362.130809 = -117538518.640148
  nChanged 8
Iteration 312Q (8242.520000 sec): 42 clusters
  Score: Raw -117676880.847235 + Penalty 138362.130809 = -117538518.716426
  nChanged 5
Iteration 313Q (8251.390000 sec): 42 clusters
  Score: Raw -117676880.903637 + Penalty 138362.130809 = -117538518.772828
  nChanged 5
Iteration 314Q (8260.230000 sec): 42 clusters
  Score: Raw -117676880.949994 + Penalty 138362.130809 = -117538518.819185
  nChanged 3
Iteration 315Q (8269.130000 sec): 42 clusters
  Score: Raw -117676881.018926 + Penalty 138362.130809 = -117538518.888116
  nChanged 3
Iteration 316Q (8278.030000 sec): 42 clusters
  Score: Raw -117676881.050322 + Penalty 138362.130809 = -117538518.919512
  nChanged 4
Iteration 317Q (8286.930000 sec): 42 clusters
  Score: Raw -117676881.165092 + Penalty 138362.130809 = -117538519.034283
  nChanged 7
Iteration 318Q (8295.830000 sec): 42 clusters
  Score: Raw -117676881.297373 + Penalty 138362.130809 = -117538519.166563
  nChanged 6
Iteration 319Q (8304.730000 sec): 42 clusters
  Score: Raw -117676881.436379 + Penalty 138362.130809 = -117538519.305569
  nChanged 9
Iteration 320F (8346.060000 sec): 42 clusters
  Score: Raw -117677008.266901 + Penalty 138362.130809 = -117538646.136091
  nChanged 18
Iteration 321Q (8354.960000 sec): 42 clusters
  Score: Raw -117677174.756263 + Penalty 138362.130809 = -117538812.625453
  nChanged 10
Iteration 322Q (8363.860000 sec): 42 clusters
  Score: Raw -117677231.980774 + Penalty 138362.130809 = -117538869.849965
  nChanged 13
Iteration 323Q (8372.770000 sec): 42 clusters
  Score: Raw -117677280.197930 + Penalty 138362.130809 = -117538918.067120
  nChanged 16
Iteration 324Q (8381.530000 sec): 42 clusters
  Score: Raw -117677287.666872 + Penalty 138362.130809 = -117538925.536063
  nChanged 18
Iteration 325Q (8390.300000 sec): 42 clusters
  Score: Raw -117677288.039297 + Penalty 138362.130809 = -117538925.908488
  nChanged 16
Iteration 326Q (8399.060000 sec): 42 clusters
  Score: Raw -117677288.343193 + Penalty 138362.130809 = -117538926.212383
  nChanged 13
Iteration 327Q (8407.960000 sec): 42 clusters
  Score: Raw -117677288.537879 + Penalty 138362.130809 = -117538926.407070
  nChanged 13
Iteration 328Q (8416.870000 sec): 42 clusters
  Score: Raw -117677288.674743 + Penalty 138362.130809 = -117538926.543933
  nChanged 4
Iteration 329Q (8425.740000 sec): 42 clusters
  Score: Raw -117677288.740136 + Penalty 138362.130809 = -117538926.609327
  nChanged 4
Iteration 330Q (8434.630000 sec): 42 clusters
  Score: Raw -117677288.781520 + Penalty 138362.130809 = -117538926.650711
  nChanged 4
Iteration 331Q (8443.540000 sec): 42 clusters
  Score: Raw -117677288.819532 + Penalty 138362.130809 = -117538926.688723
  nChanged 2
Iteration 332Q (8452.450000 sec): 42 clusters
  Score: Raw -117677288.830301 + Penalty 138362.130809 = -117538926.699492
  nChanged 1
Iteration 333Q (8461.350000 sec): 42 clusters
  Score: Raw -117677288.845431 + Penalty 138362.130809 = -117538926.714621
  nChanged 0
Iteration 334F (8502.920000 sec): 42 clusters
  Score: Raw -117677310.571852 + Penalty 138362.130809 = -117538948.441043
  nChanged 2
Iteration 335Q (8511.830000 sec): 42 clusters
  Score: Raw -117677339.408091 + Penalty 138362.130809 = -117538977.277282
  nChanged 1
Iteration 336Q (8520.760000 sec): 42 clusters
  Score: Raw -117677360.731460 + Penalty 138362.130809 = -117538998.600651
  nChanged 0
Iteration 337F (8561.890000 sec): 42 clusters
  Score: Raw -117677390.306012 + Penalty 138362.130809 = -117539028.175203
  nChanged 1
Iteration 338Q (8570.770000 sec): 42 clusters
  Score: Raw -117677402.597731 + Penalty 138362.130809 = -117539040.466922
  nChanged 0
Writing temp clu file 
Because OldScore, -117539028.175203, is greater than current (better) Score,-117539040.466922 
 Compute initial score before splitting:   Score: Raw -117677402.597731 + Penalty 138362.130809 = -117539040.466922
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8570.930000 sec): 2 clusters
  Score: Raw -1048183.648990 + Penalty 2200.863096 = -1045982.785895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8570.960000 sec): 3 clusters
  Score: Raw -1044431.731057 + Penalty 4401.726192 = -1040030.004865
  nChanged 2867
		SP:Iteration 1F (8570.990000 sec): 3 clusters
  Score: Raw -1045901.178262 + Penalty 4401.726192 = -1041499.452070
  nChanged 532
		SP:Iteration 2F (8571.010000 sec): 3 clusters
  Score: Raw -1046168.338734 + Penalty 4401.726192 = -1041766.612542
  nChanged 370
		SP:Iteration 3F (8571.040000 sec): 3 clusters
  Score: Raw -1046331.406856 + Penalty 4401.726192 = -1041929.680664
  nChanged 271
		SP:Iteration 4Q (8571.060000 sec): 3 clusters
  Score: Raw -1046444.101567 + Penalty 4401.726192 = -1042042.375376
  nChanged 232
		SP:Iteration 5Q (8571.090000 sec): 3 clusters
  Score: Raw -1046538.625493 + Penalty 4401.726192 = -1042136.899301
  nChanged 178
		SP:Iteration 6Q (8571.110000 sec): 3 clusters
  Score: Raw -1046601.399918 + Penalty 4401.726192 = -1042199.673726
  nChanged 151
		SP:Iteration 7Q (8571.140000 sec): 3 clusters
  Score: Raw -1046654.008813 + Penalty 4401.726192 = -1042252.282621
  nChanged 126
		SP:Iteration 8Q (8571.170000 sec): 3 clusters
  Score: Raw -1046697.422545 + Penalty 4401.726192 = -1042295.696353
  nChanged 129
		SP:Iteration 9Q (8571.190000 sec): 3 clusters
  Score: Raw -1046742.107163 + Penalty 4401.726192 = -1042340.380971
  nChanged 112
		SP:Iteration 10Q (8571.220000 sec): 3 clusters
  Score: Raw -1046780.359132 + Penalty 4401.726192 = -1042378.632940
  nChanged 118
		SP:Iteration 11Q (8571.240000 sec): 3 clusters
  Score: Raw -1046822.178287 + Penalty 4401.726192 = -1042420.452096
  nChanged 128
		SP:Iteration 12Q (8571.270000 sec): 3 clusters
  Score: Raw -1046866.972658 + Penalty 4401.726192 = -1042465.246467
  nChanged 136
		SP:Iteration 13Q (8571.290000 sec): 3 clusters
  Score: Raw -1046916.283960 + Penalty 4401.726192 = -1042514.557768
  nChanged 146
		SP:Iteration 14Q (8571.320000 sec): 3 clusters
  Score: Raw -1046979.751332 + Penalty 4401.726192 = -1042578.025140
  nChanged 166
		SP:Iteration 15Q (8571.350000 sec): 3 clusters
  Score: Raw -1047056.142941 + Penalty 4401.726192 = -1042654.416750
  nChanged 168
		SP:Iteration 16Q (8571.370000 sec): 3 clusters
  Score: Raw -1047131.535821 + Penalty 4401.726192 = -1042729.809629
  nChanged 178
		SP:Iteration 17Q (8571.400000 sec): 3 clusters
  Score: Raw -1047204.948593 + Penalty 4401.726192 = -1042803.222402
  nChanged 157
		SP:Iteration 18Q (8571.430000 sec): 3 clusters
  Score: Raw -1047272.846932 + Penalty 4401.726192 = -1042871.120741
  nChanged 181
		SP:Iteration 19Q (8571.450000 sec): 3 clusters
  Score: Raw -1047356.392063 + Penalty 4401.726192 = -1042954.665871
  nChanged 180
		SP:Iteration 20F (8571.480000 sec): 3 clusters
  Score: Raw -1047444.630447 + Penalty 4401.726192 = -1043042.904255
  nChanged 177
		SP:Iteration 21Q (8571.500000 sec): 3 clusters
  Score: Raw -1047541.731634 + Penalty 4401.726192 = -1043140.005442
  nChanged 203
		SP:Iteration 22Q (8571.530000 sec): 3 clusters
  Score: Raw -1047654.511753 + Penalty 4401.726192 = -1043252.785561
  nChanged 180
		SP:Iteration 23Q (8571.550000 sec): 3 clusters
  Score: Raw -1047746.520739 + Penalty 4401.726192 = -1043344.794547
  nChanged 159
		SP:Iteration 24Q (8571.580000 sec): 3 clusters
  Score: Raw -1047823.554719 + Penalty 4401.726192 = -1043421.828527
  nChanged 133
		SP:Iteration 25Q (8571.610000 sec): 3 clusters
  Score: Raw -1047886.293779 + Penalty 4401.726192 = -1043484.567587
  nChanged 107
		SP:Iteration 26Q (8571.630000 sec): 3 clusters
  Score: Raw -1047934.806456 + Penalty 4401.726192 = -1043533.080265
  nChanged 94
		SP:Iteration 27Q (8571.660000 sec): 3 clusters
  Score: Raw -1047977.763381 + Penalty 4401.726192 = -1043576.037189
  nChanged 78
		SP:Iteration 28Q (8571.690000 sec): 3 clusters
  Score: Raw -1048011.055905 + Penalty 4401.726192 = -1043609.329713
  nChanged 76
		SP:Iteration 29Q (8571.710000 sec): 3 clusters
  Score: Raw -1048046.093998 + Penalty 4401.726192 = -1043644.367806
  nChanged 59
		SP:Iteration 30Q (8571.730000 sec): 3 clusters
  Score: Raw -1048076.215744 + Penalty 4401.726192 = -1043674.489553
  nChanged 57
		SP:Iteration 31Q (8571.760000 sec): 3 clusters
  Score: Raw -1048106.115473 + Penalty 4401.726192 = -1043704.389281
  nChanged 60
		SP:Iteration 32Q (8571.800000 sec): 3 clusters
  Score: Raw -1048142.786944 + Penalty 4401.726192 = -1043741.060752
  nChanged 62
		SP:Iteration 33Q (8571.830000 sec): 3 clusters
  Score: Raw -1048174.103547 + Penalty 4401.726192 = -1043772.377355
  nChanged 61
		SP:Iteration 34Q (8571.850000 sec): 3 clusters
  Score: Raw -1048203.826423 + Penalty 4401.726192 = -1043802.100231
  nChanged 44
		SP:Iteration 35Q (8571.870000 sec): 3 clusters
  Score: Raw -1048227.961706 + Penalty 4401.726192 = -1043826.235515
  nChanged 40
		SP:Iteration 36Q (8571.900000 sec): 3 clusters
  Score: Raw -1048244.815251 + Penalty 4401.726192 = -1043843.089059
  nChanged 25
		SP:Iteration 37Q (8571.920000 sec): 3 clusters
  Score: Raw -1048257.596238 + Penalty 4401.726192 = -1043855.870046
  nChanged 29
		SP:Iteration 38Q (8571.950000 sec): 3 clusters
  Score: Raw -1048271.984282 + Penalty 4401.726192 = -1043870.258090
  nChanged 18
		SP:Iteration 39Q (8571.970000 sec): 3 clusters
  Score: Raw -1048281.793630 + Penalty 4401.726192 = -1043880.067438
  nChanged 19
		SP:Iteration 40F (8572.000000 sec): 3 clusters
  Score: Raw -1048293.719182 + Penalty 4401.726192 = -1043891.992990
  nChanged 24
		SP:Iteration 41Q (8572.020000 sec): 3 clusters
  Score: Raw -1048309.417334 + Penalty 4401.726192 = -1043907.691142
  nChanged 17
		SP:Iteration 42Q (8572.050000 sec): 3 clusters
  Score: Raw -1048319.874824 + Penalty 4401.726192 = -1043918.148633
  nChanged 12
		SP:Iteration 43Q (8572.070000 sec): 3 clusters
  Score: Raw -1048326.667028 + Penalty 4401.726192 = -1043924.940836
  nChanged 14
		SP:Iteration 44Q (8572.090000 sec): 3 clusters
  Score: Raw -1048336.005817 + Penalty 4401.726192 = -1043934.279626
  nChanged 13
		SP:Iteration 45Q (8572.120000 sec): 3 clusters
  Score: Raw -1048343.787698 + Penalty 4401.726192 = -1043942.061507
  nChanged 11
		SP:Iteration 46Q (8572.140000 sec): 3 clusters
  Score: Raw -1048350.060147 + Penalty 4401.726192 = -1043948.333955
  nChanged 7
		SP:Iteration 47Q (8572.160000 sec): 3 clusters
  Score: Raw -1048353.606226 + Penalty 4401.726192 = -1043951.880035
  nChanged 4
		SP:Iteration 48Q (8572.190000 sec): 3 clusters
  Score: Raw -1048355.413515 + Penalty 4401.726192 = -1043953.687323
  nChanged 4
		SP:Iteration 49Q (8572.210000 sec): 3 clusters
  Score: Raw -1048357.978435 + Penalty 4401.726192 = -1043956.252243
  nChanged 5
		SP:Iteration 50Q (8572.230000 sec): 3 clusters
  Score: Raw -1048361.097943 + Penalty 4401.726192 = -1043959.371752
  nChanged 4
		SP:Iteration 51Q (8572.260000 sec): 3 clusters
  Score: Raw -1048364.192674 + Penalty 4401.726192 = -1043962.466482
  nChanged 7
		SP:Iteration 52Q (8572.280000 sec): 3 clusters
  Score: Raw -1048368.758751 + Penalty 4401.726192 = -1043967.032560
  nChanged 14
		SP:Iteration 53Q (8572.310000 sec): 3 clusters
  Score: Raw -1048378.921182 + Penalty 4401.726192 = -1043977.194990
  nChanged 15
		SP:Iteration 54Q (8572.330000 sec): 3 clusters
  Score: Raw -1048388.036210 + Penalty 4401.726192 = -1043986.310018
  nChanged 10
		SP:Iteration 55Q (8572.350000 sec): 3 clusters
  Score: Raw -1048394.005039 + Penalty 4401.726192 = -1043992.278847
  nChanged 5
		SP:Iteration 56Q (8572.370000 sec): 3 clusters
  Score: Raw -1048397.249611 + Penalty 4401.726192 = -1043995.523419
  nChanged 6
		SP:Iteration 57Q (8572.400000 sec): 3 clusters
  Score: Raw -1048401.645003 + Penalty 4401.726192 = -1043999.918812
  nChanged 8
		SP:Iteration 58Q (8572.420000 sec): 3 clusters
  Score: Raw -1048406.763784 + Penalty 4401.726192 = -1044005.037593
  nChanged 7
		SP:Iteration 59Q (8572.440000 sec): 3 clusters
  Score: Raw -1048413.873521 + Penalty 4401.726192 = -1044012.147329
  nChanged 5
		SP:Iteration 60F (8572.470000 sec): 3 clusters
  Score: Raw -1048416.433002 + Penalty 4401.726192 = -1044014.706811
  nChanged 7
		SP:Iteration 61Q (8572.490000 sec): 3 clusters
  Score: Raw -1048421.994072 + Penalty 4401.726192 = -1044020.267881
  nChanged 6
		SP:Iteration 62Q (8572.510000 sec): 3 clusters
  Score: Raw -1048425.323147 + Penalty 4401.726192 = -1044023.596955
  nChanged 3
		SP:Iteration 63Q (8572.540000 sec): 3 clusters
  Score: Raw -1048427.398584 + Penalty 4401.726192 = -1044025.672393
  nChanged 5
		SP:Iteration 64Q (8572.560000 sec): 3 clusters
  Score: Raw -1048431.615888 + Penalty 4401.726192 = -1044029.889696
  nChanged 6
		SP:Iteration 65Q (8572.580000 sec): 3 clusters
  Score: Raw -1048436.855863 + Penalty 4401.726192 = -1044035.129671
  nChanged 6
		SP:Iteration 66Q (8572.610000 sec): 3 clusters
  Score: Raw -1048441.642292 + Penalty 4401.726192 = -1044039.916100
  nChanged 8
		SP:Iteration 67Q (8572.630000 sec): 3 clusters
  Score: Raw -1048449.116318 + Penalty 4401.726192 = -1044047.390126
  nChanged 7
		SP:Iteration 68Q (8572.650000 sec): 3 clusters
  Score: Raw -1048451.950037 + Penalty 4401.726192 = -1044050.223845
  nChanged 3
		SP:Iteration 69Q (8572.670000 sec): 3 clusters
  Score: Raw -1048453.195340 + Penalty 4401.726192 = -1044051.469148
  nChanged 3
		SP:Iteration 70Q (8572.700000 sec): 3 clusters
  Score: Raw -1048455.736304 + Penalty 4401.726192 = -1044054.010113
  nChanged 5
		SP:Iteration 71Q (8572.720000 sec): 3 clusters
  Score: Raw -1048459.640120 + Penalty 4401.726192 = -1044057.913928
  nChanged 6
		SP:Iteration 72Q (8572.740000 sec): 3 clusters
  Score: Raw -1048463.017348 + Penalty 4401.726192 = -1044061.291156
  nChanged 2
		SP:Iteration 73Q (8572.770000 sec): 3 clusters
  Score: Raw -1048464.978434 + Penalty 4401.726192 = -1044063.252243
  nChanged 4
		SP:Iteration 74Q (8572.790000 sec): 3 clusters
  Score: Raw -1048467.490413 + Penalty 4401.726192 = -1044065.764222
  nChanged 3
		SP:Iteration 75Q (8572.810000 sec): 3 clusters
  Score: Raw -1048468.690737 + Penalty 4401.726192 = -1044066.964545
  nChanged 0
		SP:Iteration 76F (8572.830000 sec): 3 clusters
  Score: Raw -1048468.690737 + Penalty 4401.726192 = -1044066.964545
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8572.860000 sec): 2 clusters
  Score: Raw -1106221.456500 + Penalty 2217.924743 = -1104003.531757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8572.890000 sec): 3 clusters
  Score: Raw -1102246.538105 + Penalty 4435.849487 = -1097810.688618
  nChanged 3103
		SP:Iteration 1F (8572.910000 sec): 3 clusters
  Score: Raw -1103887.081682 + Penalty 4435.849487 = -1099451.232196
  nChanged 586
		SP:Iteration 2F (8572.940000 sec): 3 clusters
  Score: Raw -1104225.015172 + Penalty 4435.849487 = -1099789.165686
  nChanged 458
		SP:Iteration 3F (8572.970000 sec): 3 clusters
  Score: Raw -1104484.592255 + Penalty 4435.849487 = -1100048.742768
  nChanged 354
		SP:Iteration 4Q (8572.990000 sec): 3 clusters
  Score: Raw -1104677.290858 + Penalty 4435.849487 = -1100241.441372
  nChanged 318
		SP:Iteration 5Q (8573.020000 sec): 3 clusters
  Score: Raw -1104829.014360 + Penalty 4435.849487 = -1100393.164873
  nChanged 255
		SP:Iteration 6Q (8573.050000 sec): 3 clusters
  Score: Raw -1104951.309083 + Penalty 4435.849487 = -1100515.459596
  nChanged 222
		SP:Iteration 7Q (8573.070000 sec): 3 clusters
  Score: Raw -1105054.002772 + Penalty 4435.849487 = -1100618.153285
  nChanged 211
		SP:Iteration 8Q (8573.100000 sec): 3 clusters
  Score: Raw -1105155.140271 + Penalty 4435.849487 = -1100719.290784
  nChanged 209
		SP:Iteration 9Q (8573.130000 sec): 3 clusters
  Score: Raw -1105260.103125 + Penalty 4435.849487 = -1100824.253638
  nChanged 200
		SP:Iteration 10Q (8573.150000 sec): 3 clusters
  Score: Raw -1105363.290951 + Penalty 4435.849487 = -1100927.441464
  nChanged 211
		SP:Iteration 11Q (8573.180000 sec): 3 clusters
  Score: Raw -1105471.414152 + Penalty 4435.849487 = -1101035.564665
  nChanged 191
		SP:Iteration 12Q (8573.210000 sec): 3 clusters
  Score: Raw -1105568.840416 + Penalty 4435.849487 = -1101132.990929
  nChanged 176
		SP:Iteration 13Q (8573.230000 sec): 3 clusters
  Score: Raw -1105651.980213 + Penalty 4435.849487 = -1101216.130726
  nChanged 166
		SP:Iteration 14Q (8573.260000 sec): 3 clusters
  Score: Raw -1105737.612345 + Penalty 4435.849487 = -1101301.762858
  nChanged 179
		SP:Iteration 15Q (8573.290000 sec): 3 clusters
  Score: Raw -1105829.150206 + Penalty 4435.849487 = -1101393.300720
  nChanged 155
		SP:Iteration 16Q (8573.310000 sec): 3 clusters
  Score: Raw -1105895.146978 + Penalty 4435.849487 = -1101459.297491
  nChanged 107
		SP:Iteration 17Q (8573.340000 sec): 3 clusters
  Score: Raw -1105941.052978 + Penalty 4435.849487 = -1101505.203492
  nChanged 100
		SP:Iteration 18Q (8573.370000 sec): 3 clusters
  Score: Raw -1105985.337908 + Penalty 4435.849487 = -1101549.488421
  nChanged 98
		SP:Iteration 19Q (8573.390000 sec): 3 clusters
  Score: Raw -1106025.675989 + Penalty 4435.849487 = -1101589.826502
  nChanged 80
		SP:Iteration 20F (8573.420000 sec): 3 clusters
  Score: Raw -1106060.547673 + Penalty 4435.849487 = -1101624.698186
  nChanged 84
		SP:Iteration 21Q (8573.440000 sec): 3 clusters
  Score: Raw -1106093.521777 + Penalty 4435.849487 = -1101657.672291
  nChanged 71
		SP:Iteration 22Q (8573.470000 sec): 3 clusters
  Score: Raw -1106116.702120 + Penalty 4435.849487 = -1101680.852633
  nChanged 61
		SP:Iteration 23Q (8573.490000 sec): 3 clusters
  Score: Raw -1106138.287239 + Penalty 4435.849487 = -1101702.437752
  nChanged 57
		SP:Iteration 24Q (8573.520000 sec): 3 clusters
  Score: Raw -1106157.301640 + Penalty 4435.849487 = -1101721.452153
  nChanged 49
		SP:Iteration 25Q (8573.550000 sec): 3 clusters
  Score: Raw -1106171.849832 + Penalty 4435.849487 = -1101736.000345
  nChanged 41
		SP:Iteration 26Q (8573.570000 sec): 3 clusters
  Score: Raw -1106185.017972 + Penalty 4435.849487 = -1101749.168485
  nChanged 52
		SP:Iteration 27Q (8573.590000 sec): 3 clusters
  Score: Raw -1106200.819244 + Penalty 4435.849487 = -1101764.969757
  nChanged 41
		SP:Iteration 28Q (8573.620000 sec): 3 clusters
  Score: Raw -1106216.231362 + Penalty 4435.849487 = -1101780.381875
  nChanged 45
		SP:Iteration 29Q (8573.650000 sec): 3 clusters
  Score: Raw -1106232.425422 + Penalty 4435.849487 = -1101796.575935
  nChanged 50
		SP:Iteration 30Q (8573.670000 sec): 3 clusters
  Score: Raw -1106254.268676 + Penalty 4435.849487 = -1101818.419189
  nChanged 53
		SP:Iteration 31Q (8573.690000 sec): 3 clusters
  Score: Raw -1106273.112978 + Penalty 4435.849487 = -1101837.263491
  nChanged 40
		SP:Iteration 32Q (8573.720000 sec): 3 clusters
  Score: Raw -1106286.591392 + Penalty 4435.849487 = -1101850.741905
  nChanged 34
		SP:Iteration 33Q (8573.750000 sec): 3 clusters
  Score: Raw -1106296.345783 + Penalty 4435.849487 = -1101860.496296
  nChanged 27
		SP:Iteration 34Q (8573.770000 sec): 3 clusters
  Score: Raw -1106305.902187 + Penalty 4435.849487 = -1101870.052700
  nChanged 34
		SP:Iteration 35Q (8573.790000 sec): 3 clusters
  Score: Raw -1106317.046410 + Penalty 4435.849487 = -1101881.196923
  nChanged 28
		SP:Iteration 36Q (8573.820000 sec): 3 clusters
  Score: Raw -1106325.768581 + Penalty 4435.849487 = -1101889.919094
  nChanged 21
		SP:Iteration 37Q (8573.850000 sec): 3 clusters
  Score: Raw -1106331.991425 + Penalty 4435.849487 = -1101896.141938
  nChanged 27
		SP:Iteration 38Q (8573.870000 sec): 3 clusters
  Score: Raw -1106339.206951 + Penalty 4435.849487 = -1101903.357464
  nChanged 23
		SP:Iteration 39Q (8573.890000 sec): 3 clusters
  Score: Raw -1106346.817645 + Penalty 4435.849487 = -1101910.968159
  nChanged 26
		SP:Iteration 40F (8573.920000 sec): 3 clusters
  Score: Raw -1106354.687404 + Penalty 4435.849487 = -1101918.837917
  nChanged 29
		SP:Iteration 41Q (8573.950000 sec): 3 clusters
  Score: Raw -1106361.686351 + Penalty 4435.849487 = -1101925.836864
  nChanged 32
		SP:Iteration 42Q (8573.970000 sec): 3 clusters
  Score: Raw -1106372.416633 + Penalty 4435.849487 = -1101936.567146
  nChanged 29
		SP:Iteration 43Q (8573.990000 sec): 3 clusters
  Score: Raw -1106380.929139 + Penalty 4435.849487 = -1101945.079652
  nChanged 20
		SP:Iteration 44Q (8574.020000 sec): 3 clusters
  Score: Raw -1106385.724969 + Penalty 4435.849487 = -1101949.875482
  nChanged 18
		SP:Iteration 45Q (8574.040000 sec): 3 clusters
  Score: Raw -1106392.793914 + Penalty 4435.849487 = -1101956.944427
  nChanged 23
		SP:Iteration 46Q (8574.070000 sec): 3 clusters
  Score: Raw -1106399.758324 + Penalty 4435.849487 = -1101963.908837
  nChanged 25
		SP:Iteration 47Q (8574.090000 sec): 3 clusters
  Score: Raw -1106407.427134 + Penalty 4435.849487 = -1101971.577647
  nChanged 28
		SP:Iteration 48Q (8574.110000 sec): 3 clusters
  Score: Raw -1106417.400322 + Penalty 4435.849487 = -1101981.550835
  nChanged 32
		SP:Iteration 49Q (8574.140000 sec): 3 clusters
  Score: Raw -1106428.355474 + Penalty 4435.849487 = -1101992.505987
  nChanged 25
		SP:Iteration 50Q (8574.160000 sec): 3 clusters
  Score: Raw -1106435.379268 + Penalty 4435.849487 = -1101999.529781
  nChanged 22
		SP:Iteration 51Q (8574.190000 sec): 3 clusters
  Score: Raw -1106441.699734 + Penalty 4435.849487 = -1102005.850248
  nChanged 24
		SP:Iteration 52Q (8574.210000 sec): 3 clusters
  Score: Raw -1106450.389318 + Penalty 4435.849487 = -1102014.539831
  nChanged 30
		SP:Iteration 53Q (8574.230000 sec): 3 clusters
  Score: Raw -1106463.336278 + Penalty 4435.849487 = -1102027.486791
  nChanged 33
		SP:Iteration 54Q (8574.260000 sec): 3 clusters
  Score: Raw -1106476.834742 + Penalty 4435.849487 = -1102040.985255
  nChanged 32
		SP:Iteration 55Q (8574.280000 sec): 3 clusters
  Score: Raw -1106489.269682 + Penalty 4435.849487 = -1102053.420195
  nChanged 31
		SP:Iteration 56Q (8574.310000 sec): 3 clusters
  Score: Raw -1106502.674559 + Penalty 4435.849487 = -1102066.825072
  nChanged 30
		SP:Iteration 57Q (8574.330000 sec): 3 clusters
  Score: Raw -1106513.495407 + Penalty 4435.849487 = -1102077.645920
  nChanged 28
		SP:Iteration 58Q (8574.350000 sec): 3 clusters
  Score: Raw -1106525.401234 + Penalty 4435.849487 = -1102089.551747
  nChanged 23
		SP:Iteration 59Q (8574.380000 sec): 3 clusters
  Score: Raw -1106532.343900 + Penalty 4435.849487 = -1102096.494414
  nChanged 21
		SP:Iteration 60F (8574.400000 sec): 3 clusters
  Score: Raw -1106541.816663 + Penalty 4435.849487 = -1102105.967176
  nChanged 26
		SP:Iteration 61Q (8574.430000 sec): 3 clusters
  Score: Raw -1106552.776481 + Penalty 4435.849487 = -1102116.926994
  nChanged 32
		SP:Iteration 62Q (8574.450000 sec): 3 clusters
  Score: Raw -1106566.570172 + Penalty 4435.849487 = -1102130.720685
  nChanged 23
		SP:Iteration 63Q (8574.470000 sec): 3 clusters
  Score: Raw -1106577.531609 + Penalty 4435.849487 = -1102141.682123
  nChanged 25
		SP:Iteration 64Q (8574.500000 sec): 3 clusters
  Score: Raw -1106587.859436 + Penalty 4435.849487 = -1102152.009949
  nChanged 26
		SP:Iteration 65Q (8574.520000 sec): 3 clusters
  Score: Raw -1106600.121168 + Penalty 4435.849487 = -1102164.271682
  nChanged 29
		SP:Iteration 66Q (8574.540000 sec): 3 clusters
  Score: Raw -1106617.359139 + Penalty 4435.849487 = -1102181.509652
  nChanged 39
		SP:Iteration 67Q (8574.570000 sec): 3 clusters
  Score: Raw -1106635.119974 + Penalty 4435.849487 = -1102199.270487
  nChanged 32
		SP:Iteration 68Q (8574.590000 sec): 3 clusters
  Score: Raw -1106653.867330 + Penalty 4435.849487 = -1102218.017843
  nChanged 30
		SP:Iteration 69Q (8574.610000 sec): 3 clusters
  Score: Raw -1106669.216020 + Penalty 4435.849487 = -1102233.366533
  nChanged 27
		SP:Iteration 70Q (8574.630000 sec): 3 clusters
  Score: Raw -1106681.509726 + Penalty 4435.849487 = -1102245.660239
  nChanged 30
		SP:Iteration 71Q (8574.660000 sec): 3 clusters
  Score: Raw -1106697.790979 + Penalty 4435.849487 = -1102261.941492
  nChanged 29
		SP:Iteration 72Q (8574.680000 sec): 3 clusters
  Score: Raw -1106710.109032 + Penalty 4435.849487 = -1102274.259545
  nChanged 24
		SP:Iteration 73Q (8574.700000 sec): 3 clusters
  Score: Raw -1106721.879336 + Penalty 4435.849487 = -1102286.029850
  nChanged 23
		SP:Iteration 74Q (8574.720000 sec): 3 clusters
  Score: Raw -1106732.851793 + Penalty 4435.849487 = -1102297.002307
  nChanged 20
		SP:Iteration 75Q (8574.750000 sec): 3 clusters
  Score: Raw -1106742.176809 + Penalty 4435.849487 = -1102306.327322
  nChanged 20
		SP:Iteration 76Q (8574.770000 sec): 3 clusters
  Score: Raw -1106752.320677 + Penalty 4435.849487 = -1102316.471190
  nChanged 17
		SP:Iteration 77Q (8574.790000 sec): 3 clusters
  Score: Raw -1106758.719699 + Penalty 4435.849487 = -1102322.870212
  nChanged 11
		SP:Iteration 78Q (8574.810000 sec): 3 clusters
  Score: Raw -1106762.511220 + Penalty 4435.849487 = -1102326.661733
  nChanged 13
		SP:Iteration 79Q (8574.830000 sec): 3 clusters
  Score: Raw -1106768.441492 + Penalty 4435.849487 = -1102332.592005
  nChanged 14
		SP:Iteration 80F (8574.860000 sec): 3 clusters
  Score: Raw -1106773.017206 + Penalty 4435.849487 = -1102337.167719
  nChanged 9
		SP:Iteration 81Q (8574.880000 sec): 3 clusters
  Score: Raw -1106777.604436 + Penalty 4435.849487 = -1102341.754949
  nChanged 10
		SP:Iteration 82Q (8574.910000 sec): 3 clusters
  Score: Raw -1106781.503638 + Penalty 4435.849487 = -1102345.654152
  nChanged 5
		SP:Iteration 83Q (8574.930000 sec): 3 clusters
  Score: Raw -1106782.839337 + Penalty 4435.849487 = -1102346.989850
  nChanged 4
		SP:Iteration 84Q (8574.950000 sec): 3 clusters
  Score: Raw -1106784.487160 + Penalty 4435.849487 = -1102348.637673
  nChanged 6
		SP:Iteration 85Q (8574.970000 sec): 3 clusters
  Score: Raw -1106786.974047 + Penalty 4435.849487 = -1102351.124560
  nChanged 6
		SP:Iteration 86Q (8574.990000 sec): 3 clusters
  Score: Raw -1106788.870878 + Penalty 4435.849487 = -1102353.021391
  nChanged 3
		SP:Iteration 87Q (8575.020000 sec): 3 clusters
  Score: Raw -1106789.554410 + Penalty 4435.849487 = -1102353.704923
  nChanged 0
		SP:Iteration 88F (8575.040000 sec): 3 clusters
  Score: Raw -1106789.554410 + Penalty 4435.849487 = -1102353.704923
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8575.130000 sec): 2 clusters
  Score: Raw -4024112.096684 + Penalty 2532.694661 = -4021579.402023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8575.230000 sec): 3 clusters
  Score: Raw -4007901.053187 + Penalty 5065.389321 = -4002835.663866
  nChanged 12271
		SP:Iteration 1F (8575.330000 sec): 3 clusters
  Score: Raw -4014304.484709 + Penalty 5065.389321 = -4009239.095387
  nChanged 1296
		SP:Iteration 2Q (8575.430000 sec): 3 clusters
  Score: Raw -4014704.290940 + Penalty 5065.389321 = -4009638.901618
  nChanged 1129
		SP:Iteration 3Q (8575.530000 sec): 3 clusters
  Score: Raw -4015040.531056 + Penalty 5065.389321 = -4009975.141735
  nChanged 1016
		SP:Iteration 4Q (8575.630000 sec): 3 clusters
  Score: Raw -4015324.939549 + Penalty 5065.389321 = -4010259.550228
  nChanged 894
		SP:Iteration 5Q (8575.740000 sec): 3 clusters
  Score: Raw -4015581.957350 + Penalty 5065.389321 = -4010516.568029
  nChanged 852
		SP:Iteration 6Q (8575.840000 sec): 3 clusters
  Score: Raw -4015844.894236 + Penalty 5065.389321 = -4010779.504915
  nChanged 890
		SP:Iteration 7Q (8575.940000 sec): 3 clusters
  Score: Raw -4016153.517596 + Penalty 5065.389321 = -4011088.128275
  nChanged 986
		SP:Iteration 8Q (8576.040000 sec): 3 clusters
  Score: Raw -4016547.095819 + Penalty 5065.389321 = -4011481.706497
  nChanged 1140
		SP:Iteration 9Q (8576.140000 sec): 3 clusters
  Score: Raw -4017091.384030 + Penalty 5065.389321 = -4012025.994708
  nChanged 1384
		SP:Iteration 10F (8576.230000 sec): 3 clusters
  Score: Raw -4017910.807849 + Penalty 5065.389321 = -4012845.418528
  nChanged 1686
		SP:Iteration 11F (8576.330000 sec): 3 clusters
  Score: Raw -4019122.481658 + Penalty 5065.389321 = -4014057.092337
  nChanged 1766
		SP:Iteration 12F (8576.420000 sec): 3 clusters
  Score: Raw -4020554.104907 + Penalty 5065.389321 = -4015488.715586
  nChanged 1638
		SP:Iteration 13F (8576.510000 sec): 3 clusters
  Score: Raw -4022018.912853 + Penalty 5065.389321 = -4016953.523532
  nChanged 1189
		SP:Iteration 14Q (8576.600000 sec): 3 clusters
  Score: Raw -4023103.117804 + Penalty 5065.389321 = -4018037.728482
  nChanged 691
		SP:Iteration 15Q (8576.690000 sec): 3 clusters
  Score: Raw -4023750.844906 + Penalty 5065.389321 = -4018685.455585
  nChanged 348
		SP:Iteration 16Q (8576.760000 sec): 3 clusters
  Score: Raw -4024071.942234 + Penalty 5065.389321 = -4019006.552913
  nChanged 170
		SP:Iteration 17Q (8576.830000 sec): 3 clusters
  Score: Raw -4024238.268289 + Penalty 5065.389321 = -4019172.878968
  nChanged 96
		SP:Iteration 18Q (8576.900000 sec): 3 clusters
  Score: Raw -4024337.478425 + Penalty 5065.389321 = -4019272.089103
  nChanged 59
		SP:Iteration 19Q (8576.970000 sec): 3 clusters
  Score: Raw -4024396.296202 + Penalty 5065.389321 = -4019330.906881
  nChanged 40
		SP:Iteration 20F (8577.070000 sec): 3 clusters
  Score: Raw -4024432.380105 + Penalty 5065.389321 = -4019366.990784
  nChanged 27
		SP:Iteration 21Q (8577.130000 sec): 3 clusters
  Score: Raw -4024459.321632 + Penalty 5065.389321 = -4019393.932311
  nChanged 23
		SP:Iteration 22Q (8577.200000 sec): 3 clusters
  Score: Raw -4024477.687624 + Penalty 5065.389321 = -4019412.298303
  nChanged 21
		SP:Iteration 23Q (8577.270000 sec): 3 clusters
  Score: Raw -4024493.606450 + Penalty 5065.389321 = -4019428.217128
  nChanged 11
		SP:Iteration 24Q (8577.330000 sec): 3 clusters
  Score: Raw -4024501.707234 + Penalty 5065.389321 = -4019436.317913
  nChanged 8
		SP:Iteration 25Q (8577.400000 sec): 3 clusters
  Score: Raw -4024508.094325 + Penalty 5065.389321 = -4019442.705004
  nChanged 3
		SP:Iteration 26Q (8577.470000 sec): 3 clusters
  Score: Raw -4024510.152543 + Penalty 5065.389321 = -4019444.763222
  nChanged 1
		SP:Iteration 27Q (8577.540000 sec): 3 clusters
  Score: Raw -4024511.333131 + Penalty 5065.389321 = -4019445.943809
  nChanged 0
		SP:Iteration 28F (8577.630000 sec): 3 clusters
  Score: Raw -4024511.333131 + Penalty 5065.389321 = -4019445.943809
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8577.710000 sec): 2 clusters
  Score: Raw -3338101.850046 + Penalty 2502.075052 = -3335599.774994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8577.790000 sec): 3 clusters
  Score: Raw -3324002.424596 + Penalty 5004.150104 = -3318998.274492
  nChanged 10635
		SP:Iteration 1F (8577.880000 sec): 3 clusters
  Score: Raw -3329957.080198 + Penalty 5004.150104 = -3324952.930094
  nChanged 1308
		SP:Iteration 2F (8577.960000 sec): 3 clusters
  Score: Raw -3330495.463546 + Penalty 5004.150104 = -3325491.313442
  nChanged 1207
		SP:Iteration 3F (8578.050000 sec): 3 clusters
  Score: Raw -3331003.770349 + Penalty 5004.150104 = -3325999.620245
  nChanged 1138
		SP:Iteration 4Q (8578.130000 sec): 3 clusters
  Score: Raw -3331471.811964 + Penalty 5004.150104 = -3326467.661860
  nChanged 1035
		SP:Iteration 5Q (8578.220000 sec): 3 clusters
  Score: Raw -3331898.261521 + Penalty 5004.150104 = -3326894.111417
  nChanged 1004
		SP:Iteration 6Q (8578.310000 sec): 3 clusters
  Score: Raw -3332299.940681 + Penalty 5004.150104 = -3327295.790577
  nChanged 925
		SP:Iteration 7Q (8578.390000 sec): 3 clusters
  Score: Raw -3332688.323075 + Penalty 5004.150104 = -3327684.172971
  nChanged 911
		SP:Iteration 8Q (8578.480000 sec): 3 clusters
  Score: Raw -3333111.896710 + Penalty 5004.150104 = -3328107.746606
  nChanged 913
		SP:Iteration 9Q (8578.570000 sec): 3 clusters
  Score: Raw -3333577.601537 + Penalty 5004.150104 = -3328573.451433
  nChanged 901
		SP:Iteration 10Q (8578.660000 sec): 3 clusters
  Score: Raw -3334049.129650 + Penalty 5004.150104 = -3329044.979545
  nChanged 874
		SP:Iteration 11Q (8578.750000 sec): 3 clusters
  Score: Raw -3334566.321731 + Penalty 5004.150104 = -3329562.171626
  nChanged 852
		SP:Iteration 12Q (8578.830000 sec): 3 clusters
  Score: Raw -3335088.454639 + Penalty 5004.150104 = -3330084.304535
  nChanged 831
		SP:Iteration 13Q (8578.920000 sec): 3 clusters
  Score: Raw -3335568.199634 + Penalty 5004.150104 = -3330564.049529
  nChanged 719
		SP:Iteration 14Q (8579.010000 sec): 3 clusters
  Score: Raw -3335933.336871 + Penalty 5004.150104 = -3330929.186767
  nChanged 531
		SP:Iteration 15Q (8579.090000 sec): 3 clusters
  Score: Raw -3336153.020010 + Penalty 5004.150104 = -3331148.869906
  nChanged 437
		SP:Iteration 16Q (8579.170000 sec): 3 clusters
  Score: Raw -3336322.626916 + Penalty 5004.150104 = -3331318.476811
  nChanged 365
		SP:Iteration 17Q (8579.250000 sec): 3 clusters
  Score: Raw -3336467.980366 + Penalty 5004.150104 = -3331463.830262
  nChanged 355
		SP:Iteration 18Q (8579.330000 sec): 3 clusters
  Score: Raw -3336604.553498 + Penalty 5004.150104 = -3331600.403393
  nChanged 351
		SP:Iteration 19Q (8579.410000 sec): 3 clusters
  Score: Raw -3336742.958467 + Penalty 5004.150104 = -3331738.808362
  nChanged 330
		SP:Iteration 20F (8579.490000 sec): 3 clusters
  Score: Raw -3336858.101740 + Penalty 5004.150104 = -3331853.951635
  nChanged 301
		SP:Iteration 21Q (8579.570000 sec): 3 clusters
  Score: Raw -3336960.679839 + Penalty 5004.150104 = -3331956.529735
  nChanged 275
		SP:Iteration 22Q (8579.640000 sec): 3 clusters
  Score: Raw -3337054.662185 + Penalty 5004.150104 = -3332050.512081
  nChanged 274
		SP:Iteration 23Q (8579.720000 sec): 3 clusters
  Score: Raw -3337157.980762 + Penalty 5004.150104 = -3332153.830658
  nChanged 248
		SP:Iteration 24Q (8579.790000 sec): 3 clusters
  Score: Raw -3337243.734430 + Penalty 5004.150104 = -3332239.584326
  nChanged 233
		SP:Iteration 25Q (8579.870000 sec): 3 clusters
  Score: Raw -3337321.060851 + Penalty 5004.150104 = -3332316.910747
  nChanged 245
		SP:Iteration 26Q (8579.950000 sec): 3 clusters
  Score: Raw -3337405.816780 + Penalty 5004.150104 = -3332401.666676
  nChanged 219
		SP:Iteration 27Q (8580.030000 sec): 3 clusters
  Score: Raw -3337472.532096 + Penalty 5004.150104 = -3332468.381991
  nChanged 185
		SP:Iteration 28Q (8580.100000 sec): 3 clusters
  Score: Raw -3337525.394362 + Penalty 5004.150104 = -3332521.244258
  nChanged 179
		SP:Iteration 29Q (8580.170000 sec): 3 clusters
  Score: Raw -3337576.637937 + Penalty 5004.150104 = -3332572.487833
  nChanged 164
		SP:Iteration 30Q (8580.250000 sec): 3 clusters
  Score: Raw -3337619.830796 + Penalty 5004.150104 = -3332615.680692
  nChanged 165
		SP:Iteration 31Q (8580.330000 sec): 3 clusters
  Score: Raw -3337670.569304 + Penalty 5004.150104 = -3332666.419200
  nChanged 166
		SP:Iteration 32Q (8580.400000 sec): 3 clusters
  Score: Raw -3337717.212000 + Penalty 5004.150104 = -3332713.061896
  nChanged 155
		SP:Iteration 33Q (8580.470000 sec): 3 clusters
  Score: Raw -3337760.134413 + Penalty 5004.150104 = -3332755.984309
  nChanged 141
		SP:Iteration 34Q (8580.550000 sec): 3 clusters
  Score: Raw -3337804.666007 + Penalty 5004.150104 = -3332800.515903
  nChanged 166
		SP:Iteration 35Q (8580.620000 sec): 3 clusters
  Score: Raw -3337862.616541 + Penalty 5004.150104 = -3332858.466437
  nChanged 160
		SP:Iteration 36Q (8580.690000 sec): 3 clusters
  Score: Raw -3337917.905978 + Penalty 5004.150104 = -3332913.755873
  nChanged 142
		SP:Iteration 37Q (8580.770000 sec): 3 clusters
  Score: Raw -3337966.640148 + Penalty 5004.150104 = -3332962.490044
  nChanged 142
		SP:Iteration 38Q (8580.840000 sec): 3 clusters
  Score: Raw -3338008.941754 + Penalty 5004.150104 = -3333004.791649
  nChanged 123
		SP:Iteration 39Q (8580.910000 sec): 3 clusters
  Score: Raw -3338049.680167 + Penalty 5004.150104 = -3333045.530063
  nChanged 105
		SP:Iteration 40F (8581.000000 sec): 3 clusters
  Score: Raw -3338082.285901 + Penalty 5004.150104 = -3333078.135797
  nChanged 114
		SP:Iteration 41Q (8581.070000 sec): 3 clusters
  Score: Raw -3338120.519193 + Penalty 5004.150104 = -3333116.369089
  nChanged 89
		SP:Iteration 42Q (8581.140000 sec): 3 clusters
  Score: Raw -3338150.493460 + Penalty 5004.150104 = -3333146.343356
  nChanged 91
		SP:Iteration 43Q (8581.210000 sec): 3 clusters
  Score: Raw -3338183.265680 + Penalty 5004.150104 = -3333179.115576
  nChanged 76
		SP:Iteration 44Q (8581.270000 sec): 3 clusters
  Score: Raw -3338210.204261 + Penalty 5004.150104 = -3333206.054157
  nChanged 75
		SP:Iteration 45Q (8581.340000 sec): 3 clusters
  Score: Raw -3338232.112921 + Penalty 5004.150104 = -3333227.962817
  nChanged 81
		SP:Iteration 46Q (8581.410000 sec): 3 clusters
  Score: Raw -3338259.142424 + Penalty 5004.150104 = -3333254.992320
  nChanged 82
		SP:Iteration 47Q (8581.480000 sec): 3 clusters
  Score: Raw -3338292.482232 + Penalty 5004.150104 = -3333288.332128
  nChanged 82
		SP:Iteration 48Q (8581.550000 sec): 3 clusters
  Score: Raw -3338320.860382 + Penalty 5004.150104 = -3333316.710277
  nChanged 77
		SP:Iteration 49Q (8581.620000 sec): 3 clusters
  Score: Raw -3338341.373924 + Penalty 5004.150104 = -3333337.223820
  nChanged 52
		SP:Iteration 50Q (8581.680000 sec): 3 clusters
  Score: Raw -3338354.668711 + Penalty 5004.150104 = -3333350.518607
  nChanged 41
		SP:Iteration 51Q (8581.750000 sec): 3 clusters
  Score: Raw -3338364.122180 + Penalty 5004.150104 = -3333359.972076
  nChanged 36
		SP:Iteration 52Q (8581.820000 sec): 3 clusters
  Score: Raw -3338372.569597 + Penalty 5004.150104 = -3333368.419493
  nChanged 34
		SP:Iteration 53Q (8581.880000 sec): 3 clusters
  Score: Raw -3338380.103225 + Penalty 5004.150104 = -3333375.953121
  nChanged 36
		SP:Iteration 54Q (8581.950000 sec): 3 clusters
  Score: Raw -3338388.146954 + Penalty 5004.150104 = -3333383.996849
  nChanged 19
		SP:Iteration 55Q (8582.010000 sec): 3 clusters
  Score: Raw -3338392.531027 + Penalty 5004.150104 = -3333388.380922
  nChanged 18
		SP:Iteration 56Q (8582.080000 sec): 3 clusters
  Score: Raw -3338397.729134 + Penalty 5004.150104 = -3333393.579029
  nChanged 22
		SP:Iteration 57Q (8582.140000 sec): 3 clusters
  Score: Raw -3338402.961344 + Penalty 5004.150104 = -3333398.811240
  nChanged 20
		SP:Iteration 58Q (8582.210000 sec): 3 clusters
  Score: Raw -3338407.668865 + Penalty 5004.150104 = -3333403.518760
  nChanged 23
		SP:Iteration 59Q (8582.280000 sec): 3 clusters
  Score: Raw -3338412.253454 + Penalty 5004.150104 = -3333408.103349
  nChanged 16
		SP:Iteration 60F (8582.360000 sec): 3 clusters
  Score: Raw -3338415.188547 + Penalty 5004.150104 = -3333411.038443
  nChanged 13
		SP:Iteration 61Q (8582.420000 sec): 3 clusters
  Score: Raw -3338418.956863 + Penalty 5004.150104 = -3333414.806759
  nChanged 24
		SP:Iteration 62Q (8582.490000 sec): 3 clusters
  Score: Raw -3338425.136702 + Penalty 5004.150104 = -3333420.986598
  nChanged 16
		SP:Iteration 63Q (8582.560000 sec): 3 clusters
  Score: Raw -3338428.787490 + Penalty 5004.150104 = -3333424.637386
  nChanged 10
		SP:Iteration 64Q (8582.620000 sec): 3 clusters
  Score: Raw -3338430.600549 + Penalty 5004.150104 = -3333426.450445
  nChanged 6
		SP:Iteration 65Q (8582.690000 sec): 3 clusters
  Score: Raw -3338431.547169 + Penalty 5004.150104 = -3333427.397065
  nChanged 4
		SP:Iteration 66Q (8582.760000 sec): 3 clusters
  Score: Raw -3338432.073868 + Penalty 5004.150104 = -3333427.923763
  nChanged 3
		SP:Iteration 67Q (8582.820000 sec): 3 clusters
  Score: Raw -3338432.560068 + Penalty 5004.150104 = -3333428.409964
  nChanged 7
		SP:Iteration 68Q (8582.890000 sec): 3 clusters
  Score: Raw -3338433.520561 + Penalty 5004.150104 = -3333429.370457
  nChanged 8
		SP:Iteration 69Q (8582.950000 sec): 3 clusters
  Score: Raw -3338435.131887 + Penalty 5004.150104 = -3333430.981783
  nChanged 13
		SP:Iteration 70Q (8583.020000 sec): 3 clusters
  Score: Raw -3338437.951714 + Penalty 5004.150104 = -3333433.801610
  nChanged 11
		SP:Iteration 71Q (8583.080000 sec): 3 clusters
  Score: Raw -3338439.911761 + Penalty 5004.150104 = -3333435.761657
  nChanged 11
		SP:Iteration 72Q (8583.150000 sec): 3 clusters
  Score: Raw -3338442.703440 + Penalty 5004.150104 = -3333438.553336
  nChanged 9
		SP:Iteration 73Q (8583.210000 sec): 3 clusters
  Score: Raw -3338444.803474 + Penalty 5004.150104 = -3333440.653370
  nChanged 12
		SP:Iteration 74Q (8583.280000 sec): 3 clusters
  Score: Raw -3338447.366291 + Penalty 5004.150104 = -3333443.216187
  nChanged 9
		SP:Iteration 75Q (8583.340000 sec): 3 clusters
  Score: Raw -3338449.806717 + Penalty 5004.150104 = -3333445.656613
  nChanged 12
		SP:Iteration 76Q (8583.410000 sec): 3 clusters
  Score: Raw -3338453.174718 + Penalty 5004.150104 = -3333449.024613
  nChanged 18
		SP:Iteration 77Q (8583.470000 sec): 3 clusters
  Score: Raw -3338458.339263 + Penalty 5004.150104 = -3333454.189158
  nChanged 21
		SP:Iteration 78Q (8583.540000 sec): 3 clusters
  Score: Raw -3338464.092793 + Penalty 5004.150104 = -3333459.942689
  nChanged 23
		SP:Iteration 79Q (8583.600000 sec): 3 clusters
  Score: Raw -3338469.402005 + Penalty 5004.150104 = -3333465.251901
  nChanged 18
		SP:Iteration 80F (8583.680000 sec): 3 clusters
  Score: Raw -3338473.417772 + Penalty 5004.150104 = -3333469.267668
  nChanged 16
		SP:Iteration 81Q (8583.750000 sec): 3 clusters
  Score: Raw -3338477.768317 + Penalty 5004.150104 = -3333473.618213
  nChanged 16
		SP:Iteration 82Q (8583.810000 sec): 3 clusters
  Score: Raw -3338482.787503 + Penalty 5004.150104 = -3333478.637399
  nChanged 18
		SP:Iteration 83Q (8583.880000 sec): 3 clusters
  Score: Raw -3338487.478570 + Penalty 5004.150104 = -3333483.328465
  nChanged 19
		SP:Iteration 84Q (8583.940000 sec): 3 clusters
  Score: Raw -3338492.469956 + Penalty 5004.150104 = -3333488.319852
  nChanged 18
		SP:Iteration 85Q (8584.010000 sec): 3 clusters
  Score: Raw -3338497.162774 + Penalty 5004.150104 = -3333493.012669
  nChanged 21
		SP:Iteration 86Q (8584.070000 sec): 3 clusters
  Score: Raw -3338503.556082 + Penalty 5004.150104 = -3333499.405978
  nChanged 15
		SP:Iteration 87Q (8584.130000 sec): 3 clusters
  Score: Raw -3338507.860307 + Penalty 5004.150104 = -3333503.710203
  nChanged 25
		SP:Iteration 88Q (8584.200000 sec): 3 clusters
  Score: Raw -3338516.374241 + Penalty 5004.150104 = -3333512.224137
  nChanged 27
		SP:Iteration 89Q (8584.260000 sec): 3 clusters
  Score: Raw -3338523.313576 + Penalty 5004.150104 = -3333519.163471
  nChanged 21
		SP:Iteration 90Q (8584.330000 sec): 3 clusters
  Score: Raw -3338529.561751 + Penalty 5004.150104 = -3333525.411647
  nChanged 23
		SP:Iteration 91Q (8584.390000 sec): 3 clusters
  Score: Raw -3338537.689438 + Penalty 5004.150104 = -3333533.539333
  nChanged 28
		SP:Iteration 92Q (8584.460000 sec): 3 clusters
  Score: Raw -3338547.499859 + Penalty 5004.150104 = -3333543.349755
  nChanged 35
		SP:Iteration 93Q (8584.520000 sec): 3 clusters
  Score: Raw -3338560.458597 + Penalty 5004.150104 = -3333556.308493
  nChanged 29
		SP:Iteration 94Q (8584.590000 sec): 3 clusters
  Score: Raw -3338571.861307 + Penalty 5004.150104 = -3333567.711203
  nChanged 39
		SP:Iteration 95Q (8584.650000 sec): 3 clusters
  Score: Raw -3338588.026615 + Penalty 5004.150104 = -3333583.876511
  nChanged 38
		SP:Iteration 96Q (8584.710000 sec): 3 clusters
  Score: Raw -3338602.077880 + Penalty 5004.150104 = -3333597.927776
  nChanged 44
		SP:Iteration 97Q (8584.770000 sec): 3 clusters
  Score: Raw -3338617.341216 + Penalty 5004.150104 = -3333613.191112
  nChanged 40
		SP:Iteration 98Q (8584.840000 sec): 3 clusters
  Score: Raw -3338631.558427 + Penalty 5004.150104 = -3333627.408323
  nChanged 32
		SP:Iteration 99Q (8584.900000 sec): 3 clusters
  Score: Raw -3338642.981750 + Penalty 5004.150104 = -3333638.831646
  nChanged 26
		SP:Iteration 100F (8584.990000 sec): 3 clusters
  Score: Raw -3338653.351452 + Penalty 5004.150104 = -3333649.201348
  nChanged 34
		SP:Iteration 101Q (8585.050000 sec): 3 clusters
  Score: Raw -3338668.671716 + Penalty 5004.150104 = -3333664.521611
  nChanged 39
		SP:Iteration 102Q (8585.110000 sec): 3 clusters
  Score: Raw -3338685.710146 + Penalty 5004.150104 = -3333681.560041
  nChanged 35
		SP:Iteration 103Q (8585.170000 sec): 3 clusters
  Score: Raw -3338701.292211 + Penalty 5004.150104 = -3333697.142107
  nChanged 33
		SP:Iteration 104Q (8585.240000 sec): 3 clusters
  Score: Raw -3338714.327808 + Penalty 5004.150104 = -3333710.177704
  nChanged 25
		SP:Iteration 105Q (8585.300000 sec): 3 clusters
  Score: Raw -3338726.142662 + Penalty 5004.150104 = -3333721.992558
  nChanged 23
		SP:Iteration 106Q (8585.360000 sec): 3 clusters
  Score: Raw -3338735.829541 + Penalty 5004.150104 = -3333731.679436
  nChanged 24
		SP:Iteration 107Q (8585.420000 sec): 3 clusters
  Score: Raw -3338745.103206 + Penalty 5004.150104 = -3333740.953101
  nChanged 27
		SP:Iteration 108Q (8585.490000 sec): 3 clusters
  Score: Raw -3338754.503861 + Penalty 5004.150104 = -3333750.353757
  nChanged 18
		SP:Iteration 109Q (8585.550000 sec): 3 clusters
  Score: Raw -3338762.350560 + Penalty 5004.150104 = -3333758.200456
  nChanged 21
		SP:Iteration 110Q (8585.610000 sec): 3 clusters
  Score: Raw -3338771.531257 + Penalty 5004.150104 = -3333767.381153
  nChanged 24
		SP:Iteration 111Q (8585.670000 sec): 3 clusters
  Score: Raw -3338782.196253 + Penalty 5004.150104 = -3333778.046149
  nChanged 26
		SP:Iteration 112Q (8585.730000 sec): 3 clusters
  Score: Raw -3338796.168530 + Penalty 5004.150104 = -3333792.018425
  nChanged 21
		SP:Iteration 113Q (8585.790000 sec): 3 clusters
  Score: Raw -3338807.356841 + Penalty 5004.150104 = -3333803.206737
  nChanged 21
		SP:Iteration 114Q (8585.850000 sec): 3 clusters
  Score: Raw -3338815.364213 + Penalty 5004.150104 = -3333811.214108
  nChanged 18
		SP:Iteration 115Q (8585.920000 sec): 3 clusters
  Score: Raw -3338821.416663 + Penalty 5004.150104 = -3333817.266559
  nChanged 10
		SP:Iteration 116Q (8585.980000 sec): 3 clusters
  Score: Raw -3338825.426020 + Penalty 5004.150104 = -3333821.275916
  nChanged 15
		SP:Iteration 117Q (8586.040000 sec): 3 clusters
  Score: Raw -3338832.999431 + Penalty 5004.150104 = -3333828.849327
  nChanged 18
		SP:Iteration 118Q (8586.100000 sec): 3 clusters
  Score: Raw -3338840.780903 + Penalty 5004.150104 = -3333836.630799
  nChanged 20
		SP:Iteration 119Q (8586.170000 sec): 3 clusters
  Score: Raw -3338850.704751 + Penalty 5004.150104 = -3333846.554646
  nChanged 17
		SP:Iteration 120F (8586.250000 sec): 3 clusters
  Score: Raw -3338860.103786 + Penalty 5004.150104 = -3333855.953682
  nChanged 19
		SP:Iteration 121Q (8586.310000 sec): 3 clusters
  Score: Raw -3338868.552947 + Penalty 5004.150104 = -3333864.402843
  nChanged 17
		SP:Iteration 122Q (8586.370000 sec): 3 clusters
  Score: Raw -3338874.573905 + Penalty 5004.150104 = -3333870.423801
  nChanged 14
		SP:Iteration 123Q (8586.430000 sec): 3 clusters
  Score: Raw -3338879.034105 + Penalty 5004.150104 = -3333874.884001
  nChanged 8
		SP:Iteration 124Q (8586.490000 sec): 3 clusters
  Score: Raw -3338883.152943 + Penalty 5004.150104 = -3333879.002839
  nChanged 7
		SP:Iteration 125Q (8586.550000 sec): 3 clusters
  Score: Raw -3338886.572060 + Penalty 5004.150104 = -3333882.421956
  nChanged 7
		SP:Iteration 126Q (8586.620000 sec): 3 clusters
  Score: Raw -3338888.891392 + Penalty 5004.150104 = -3333884.741288
  nChanged 8
		SP:Iteration 127Q (8586.680000 sec): 3 clusters
  Score: Raw -3338891.648417 + Penalty 5004.150104 = -3333887.498313
  nChanged 7
		SP:Iteration 128Q (8586.740000 sec): 3 clusters
  Score: Raw -3338894.988945 + Penalty 5004.150104 = -3333890.838840
  nChanged 10
		SP:Iteration 129Q (8586.810000 sec): 3 clusters
  Score: Raw -3338899.402706 + Penalty 5004.150104 = -3333895.252602
  nChanged 6
		SP:Iteration 130Q (8586.870000 sec): 3 clusters
  Score: Raw -3338902.035803 + Penalty 5004.150104 = -3333897.885699
  nChanged 6
		SP:Iteration 131Q (8586.930000 sec): 3 clusters
  Score: Raw -3338904.385971 + Penalty 5004.150104 = -3333900.235867
  nChanged 5
		SP:Iteration 132Q (8586.990000 sec): 3 clusters
  Score: Raw -3338905.733904 + Penalty 5004.150104 = -3333901.583800
  nChanged 3
		SP:Iteration 133Q (8587.060000 sec): 3 clusters
  Score: Raw -3338906.552978 + Penalty 5004.150104 = -3333902.402874
  nChanged 1
		SP:Iteration 134Q (8587.120000 sec): 3 clusters
  Score: Raw -3338906.803688 + Penalty 5004.150104 = -3333902.653584
  nChanged 0
		SP:Iteration 135F (8587.200000 sec): 3 clusters
  Score: Raw -3338906.803688 + Penalty 5004.150104 = -3333902.653584
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8587.230000 sec): 2 clusters
  Score: Raw -494000.591510 + Penalty 2019.015069 = -491981.576441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8587.240000 sec): 3 clusters
  Score: Raw -492470.781522 + Penalty 4038.030138 = -488432.751385
  nChanged 1245
		SP:Iteration 1F (8587.250000 sec): 3 clusters
  Score: Raw -493246.692916 + Penalty 4038.030138 = -489208.662778
  nChanged 255
		SP:Iteration 2F (8587.260000 sec): 3 clusters
  Score: Raw -493456.842410 + Penalty 4038.030138 = -489418.812273
  nChanged 206
		SP:Iteration 3F (8587.270000 sec): 3 clusters
  Score: Raw -493626.102221 + Penalty 4038.030138 = -489588.072083
  nChanged 179
		SP:Iteration 4F (8587.290000 sec): 3 clusters
  Score: Raw -493796.190336 + Penalty 4038.030138 = -489758.160198
  nChanged 166
		SP:Iteration 5Q (8587.300000 sec): 3 clusters
  Score: Raw -493934.117802 + Penalty 4038.030138 = -489896.087665
  nChanged 140
		SP:Iteration 6Q (8587.310000 sec): 3 clusters
  Score: Raw -494085.185822 + Penalty 4038.030138 = -490047.155685
  nChanged 177
		SP:Iteration 7F (8587.320000 sec): 3 clusters
  Score: Raw -494306.542990 + Penalty 4038.030138 = -490268.512853
  nChanged 165
		SP:Iteration 8Q (8587.330000 sec): 3 clusters
  Score: Raw -494531.634873 + Penalty 4038.030138 = -490493.604735
  nChanged 139
		SP:Iteration 9Q (8587.340000 sec): 3 clusters
  Score: Raw -494711.340364 + Penalty 4038.030138 = -490673.310226
  nChanged 122
		SP:Iteration 10Q (8587.350000 sec): 3 clusters
  Score: Raw -494887.204173 + Penalty 4038.030138 = -490849.174036
  nChanged 124
		SP:Iteration 11Q (8587.370000 sec): 3 clusters
  Score: Raw -495050.451550 + Penalty 4038.030138 = -491012.421412
  nChanged 112
		SP:Iteration 12Q (8587.380000 sec): 3 clusters
  Score: Raw -495196.623431 + Penalty 4038.030138 = -491158.593293
  nChanged 93
		SP:Iteration 13Q (8587.390000 sec): 3 clusters
  Score: Raw -495306.758350 + Penalty 4038.030138 = -491268.728213
  nChanged 79
		SP:Iteration 14Q (8587.400000 sec): 3 clusters
  Score: Raw -495394.111139 + Penalty 4038.030138 = -491356.081002
  nChanged 53
		SP:Iteration 15Q (8587.410000 sec): 3 clusters
  Score: Raw -495433.338073 + Penalty 4038.030138 = -491395.307936
  nChanged 37
		SP:Iteration 16Q (8587.420000 sec): 3 clusters
  Score: Raw -495459.562235 + Penalty 4038.030138 = -491421.532098
  nChanged 32
		SP:Iteration 17Q (8587.430000 sec): 3 clusters
  Score: Raw -495480.409705 + Penalty 4038.030138 = -491442.379567
  nChanged 23
		SP:Iteration 18Q (8587.440000 sec): 3 clusters
  Score: Raw -495494.258619 + Penalty 4038.030138 = -491456.228481
  nChanged 27
		SP:Iteration 19Q (8587.450000 sec): 3 clusters
  Score: Raw -495510.911130 + Penalty 4038.030138 = -491472.880992
  nChanged 30
		SP:Iteration 20F (8587.460000 sec): 3 clusters
  Score: Raw -495533.368055 + Penalty 4038.030138 = -491495.337917
  nChanged 36
		SP:Iteration 21Q (8587.470000 sec): 3 clusters
  Score: Raw -495562.961419 + Penalty 4038.030138 = -491524.931281
  nChanged 41
		SP:Iteration 22Q (8587.480000 sec): 3 clusters
  Score: Raw -495593.867202 + Penalty 4038.030138 = -491555.837064
  nChanged 39
		SP:Iteration 23Q (8587.490000 sec): 3 clusters
  Score: Raw -495622.630037 + Penalty 4038.030138 = -491584.599900
  nChanged 33
		SP:Iteration 24Q (8587.500000 sec): 3 clusters
  Score: Raw -495641.344392 + Penalty 4038.030138 = -491603.314255
  nChanged 28
		SP:Iteration 25Q (8587.510000 sec): 3 clusters
  Score: Raw -495657.535815 + Penalty 4038.030138 = -491619.505678
  nChanged 24
		SP:Iteration 26Q (8587.520000 sec): 3 clusters
  Score: Raw -495671.424495 + Penalty 4038.030138 = -491633.394358
  nChanged 20
		SP:Iteration 27Q (8587.530000 sec): 3 clusters
  Score: Raw -495681.539293 + Penalty 4038.030138 = -491643.509156
  nChanged 14
		SP:Iteration 28Q (8587.540000 sec): 3 clusters
  Score: Raw -495687.420896 + Penalty 4038.030138 = -491649.390758
  nChanged 11
		SP:Iteration 29Q (8587.550000 sec): 3 clusters
  Score: Raw -495692.174323 + Penalty 4038.030138 = -491654.144186
  nChanged 9
		SP:Iteration 30Q (8587.560000 sec): 3 clusters
  Score: Raw -495695.754131 + Penalty 4038.030138 = -491657.723993
  nChanged 7
		SP:Iteration 31Q (8587.570000 sec): 3 clusters
  Score: Raw -495697.981841 + Penalty 4038.030138 = -491659.951703
  nChanged 5
		SP:Iteration 32Q (8587.580000 sec): 3 clusters
  Score: Raw -495699.214413 + Penalty 4038.030138 = -491661.184275
  nChanged 4
		SP:Iteration 33Q (8587.590000 sec): 3 clusters
  Score: Raw -495701.819741 + Penalty 4038.030138 = -491663.789603
  nChanged 3
		SP:Iteration 34Q (8587.600000 sec): 3 clusters
  Score: Raw -495702.662594 + Penalty 4038.030138 = -491664.632457
  nChanged 1
		SP:Iteration 35Q (8587.610000 sec): 3 clusters
  Score: Raw -495703.112388 + Penalty 4038.030138 = -491665.082251
  nChanged 1
		SP:Iteration 36Q (8587.610000 sec): 3 clusters
  Score: Raw -495703.386569 + Penalty 4038.030138 = -491665.356431
  nChanged 1
		SP:Iteration 37Q (8587.630000 sec): 3 clusters
  Score: Raw -495703.860958 + Penalty 4038.030138 = -491665.830821
  nChanged 1
		SP:Iteration 38Q (8587.630000 sec): 3 clusters
  Score: Raw -495704.273641 + Penalty 4038.030138 = -491666.243504
  nChanged 0
		SP:Iteration 39F (8587.650000 sec): 3 clusters
  Score: Raw -495704.273641 + Penalty 4038.030138 = -491666.243504
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8587.650000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8587.650000 sec): 3 clusters
  Score: Raw -126894.822179 + Penalty 3350.283633 = -123544.538546
  nChanged 208
		SP:Iteration 1F (8587.660000 sec): 3 clusters
  Score: Raw -127166.168403 + Penalty 3350.283633 = -123815.884770
  nChanged 45
		SP:Iteration 2F (8587.660000 sec): 3 clusters
  Score: Raw -127220.319716 + Penalty 3350.283633 = -123870.036083
  nChanged 22
		SP:Iteration 3Q (8587.660000 sec): 3 clusters
  Score: Raw -127254.405521 + Penalty 3350.283633 = -123904.121887
  nChanged 13
		SP:Iteration 4Q (8587.670000 sec): 3 clusters
  Score: Raw -127272.466345 + Penalty 3350.283633 = -123922.182712
  nChanged 5
		SP:Iteration 5Q (8587.670000 sec): 3 clusters
  Score: Raw -127278.997249 + Penalty 3350.283633 = -123928.713615
  nChanged 7
		SP:Iteration 6Q (8587.670000 sec): 3 clusters
  Score: Raw -127285.026986 + Penalty 3350.283633 = -123934.743352
  nChanged 1
		SP:Iteration 7Q (8587.670000 sec): 3 clusters
  Score: Raw -127288.549965 + Penalty 3350.283633 = -123938.266332
  nChanged 0
		SP:Iteration 8F (8587.680000 sec): 3 clusters
  Score: Raw -127288.549965 + Penalty 3350.283633 = -123938.266332
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8587.680000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8587.680000 sec): 3 clusters
  Score: Raw -33623.531324 + Penalty 2756.186719 = -30867.344606
  nChanged 30
		SP:Iteration 1F (8587.680000 sec): 3 clusters
  Score: Raw -33759.464742 + Penalty 2756.186719 = -31003.278023
  nChanged 12
		SP:Iteration 2Q (8587.690000 sec): 3 clusters
  Score: Raw -33821.167754 + Penalty 2756.186719 = -31064.981035
  nChanged 7
		SP:Iteration 3Q (8587.690000 sec): 3 clusters
  Score: Raw -33861.213082 + Penalty 2756.186719 = -31105.026364
  nChanged 9
		SP:Iteration 4Q (8587.690000 sec): 3 clusters
  Score: Raw -33896.333129 + Penalty 2756.186719 = -31140.146410
  nChanged 2
		SP:Iteration 5Q (8587.690000 sec): 3 clusters
  Score: Raw -33911.002471 + Penalty 2756.186719 = -31154.815752
  nChanged 6
		SP:Iteration 6Q (8587.690000 sec): 3 clusters
  Score: Raw -33936.222224 + Penalty 2756.186719 = -31180.035505
  nChanged 4
		SP:Iteration 7Q (8587.690000 sec): 3 clusters
  Score: Raw -33948.757368 + Penalty 2756.186719 = -31192.570650
  nChanged 2
		SP:Iteration 8Q (8587.690000 sec): 3 clusters
  Score: Raw -33957.143490 + Penalty 2756.186719 = -31200.956772
  nChanged 3
		SP:Iteration 9Q (8587.690000 sec): 3 clusters
  Score: Raw -33970.156980 + Penalty 2756.186719 = -31213.970261
  nChanged 3
		SP:Iteration 10Q (8587.690000 sec): 3 clusters
  Score: Raw -33981.395605 + Penalty 2756.186719 = -31225.208887
  nChanged 3
		SP:Iteration 11Q (8587.690000 sec): 3 clusters
  Score: Raw -33994.441744 + Penalty 2756.186719 = -31238.255026
  nChanged 0
		SP:Iteration 12F (8587.690000 sec): 3 clusters
  Score: Raw -33995.652398 + Penalty 2756.186719 = -31239.465680
  nChanged 1
		SP:Iteration 13Q (8587.690000 sec): 3 clusters
  Score: Raw -34006.221211 + Penalty 2756.186719 = -31250.034492
  nChanged 2
		SP:Iteration 14Q (8587.690000 sec): 3 clusters
  Score: Raw -34021.780442 + Penalty 2756.186719 = -31265.593723
  nChanged 0
		SP:Iteration 15F (8587.690000 sec): 3 clusters
  Score: Raw -34021.780442 + Penalty 2756.186719 = -31265.593723
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8587.750000 sec): 2 clusters
  Score: Raw -2059139.694813 + Penalty 2363.951249 = -2056775.743564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8587.790000 sec): 3 clusters
  Score: Raw -2051414.857019 + Penalty 4727.902497 = -2046686.954522
  nChanged 5911
		SP:Iteration 1F (8587.840000 sec): 3 clusters
  Score: Raw -2054556.059180 + Penalty 4727.902497 = -2049828.156683
  nChanged 763
		SP:Iteration 2F (8587.890000 sec): 3 clusters
  Score: Raw -2054862.578139 + Penalty 4727.902497 = -2050134.675641
  nChanged 599
		SP:Iteration 3Q (8587.940000 sec): 3 clusters
  Score: Raw -2055092.676399 + Penalty 4727.902497 = -2050364.773901
  nChanged 512
		SP:Iteration 4Q (8587.990000 sec): 3 clusters
  Score: Raw -2055269.741995 + Penalty 4727.902497 = -2050541.839497
  nChanged 429
		SP:Iteration 5Q (8588.030000 sec): 3 clusters
  Score: Raw -2055395.793239 + Penalty 4727.902497 = -2050667.890742
  nChanged 367
		SP:Iteration 6Q (8588.090000 sec): 3 clusters
  Score: Raw -2055503.684984 + Penalty 4727.902497 = -2050775.782487
  nChanged 336
		SP:Iteration 7Q (8588.130000 sec): 3 clusters
  Score: Raw -2055609.917008 + Penalty 4727.902497 = -2050882.014510
  nChanged 363
		SP:Iteration 8Q (8588.180000 sec): 3 clusters
  Score: Raw -2055724.992102 + Penalty 4727.902497 = -2050997.089604
  nChanged 338
		SP:Iteration 9Q (8588.230000 sec): 3 clusters
  Score: Raw -2055826.936574 + Penalty 4727.902497 = -2051099.034076
  nChanged 301
		SP:Iteration 10Q (8588.280000 sec): 3 clusters
  Score: Raw -2055912.343172 + Penalty 4727.902497 = -2051184.440674
  nChanged 288
		SP:Iteration 11Q (8588.330000 sec): 3 clusters
  Score: Raw -2055988.468408 + Penalty 4727.902497 = -2051260.565911
  nChanged 285
		SP:Iteration 12Q (8588.380000 sec): 3 clusters
  Score: Raw -2056070.899735 + Penalty 4727.902497 = -2051342.997238
  nChanged 264
		SP:Iteration 13Q (8588.430000 sec): 3 clusters
  Score: Raw -2056155.647050 + Penalty 4727.902497 = -2051427.744552
  nChanged 291
		SP:Iteration 14Q (8588.480000 sec): 3 clusters
  Score: Raw -2056271.932999 + Penalty 4727.902497 = -2051544.030502
  nChanged 344
		SP:Iteration 15Q (8588.530000 sec): 3 clusters
  Score: Raw -2056420.639359 + Penalty 4727.902497 = -2051692.736862
  nChanged 387
		SP:Iteration 16Q (8588.570000 sec): 3 clusters
  Score: Raw -2056603.639357 + Penalty 4727.902497 = -2051875.736859
  nChanged 432
		SP:Iteration 17Q (8588.620000 sec): 3 clusters
  Score: Raw -2056820.720150 + Penalty 4727.902497 = -2052092.817653
  nChanged 491
		SP:Iteration 18Q (8588.670000 sec): 3 clusters
  Score: Raw -2057089.184332 + Penalty 4727.902497 = -2052361.281834
  nChanged 483
		SP:Iteration 19Q (8588.710000 sec): 3 clusters
  Score: Raw -2057390.258465 + Penalty 4727.902497 = -2052662.355968
  nChanged 513
		SP:Iteration 20F (8588.760000 sec): 3 clusters
  Score: Raw -2057725.288731 + Penalty 4727.902497 = -2052997.386233
  nChanged 458
		SP:Iteration 21Q (8588.810000 sec): 3 clusters
  Score: Raw -2058049.781591 + Penalty 4727.902497 = -2053321.879094
  nChanged 408
		SP:Iteration 22Q (8588.850000 sec): 3 clusters
  Score: Raw -2058300.360760 + Penalty 4727.902497 = -2053572.458263
  nChanged 332
		SP:Iteration 23Q (8588.900000 sec): 3 clusters
  Score: Raw -2058476.601752 + Penalty 4727.902497 = -2053748.699254
  nChanged 264
		SP:Iteration 24Q (8588.940000 sec): 3 clusters
  Score: Raw -2058609.761148 + Penalty 4727.902497 = -2053881.858650
  nChanged 202
		SP:Iteration 25Q (8588.990000 sec): 3 clusters
  Score: Raw -2058708.433339 + Penalty 4727.902497 = -2053980.530841
  nChanged 182
		SP:Iteration 26Q (8589.030000 sec): 3 clusters
  Score: Raw -2058797.261984 + Penalty 4727.902497 = -2054069.359487
  nChanged 169
		SP:Iteration 27Q (8589.070000 sec): 3 clusters
  Score: Raw -2058880.314217 + Penalty 4727.902497 = -2054152.411720
  nChanged 137
		SP:Iteration 28Q (8589.110000 sec): 3 clusters
  Score: Raw -2058949.659288 + Penalty 4727.902497 = -2054221.756791
  nChanged 126
		SP:Iteration 29Q (8589.150000 sec): 3 clusters
  Score: Raw -2059011.525045 + Penalty 4727.902497 = -2054283.622548
  nChanged 120
		SP:Iteration 30Q (8589.190000 sec): 3 clusters
  Score: Raw -2059071.645221 + Penalty 4727.902497 = -2054343.742724
  nChanged 116
		SP:Iteration 31Q (8589.220000 sec): 3 clusters
  Score: Raw -2059130.553926 + Penalty 4727.902497 = -2054402.651429
  nChanged 99
		SP:Iteration 32Q (8589.260000 sec): 3 clusters
  Score: Raw -2059178.481240 + Penalty 4727.902497 = -2054450.578743
  nChanged 76
		SP:Iteration 33Q (8589.300000 sec): 3 clusters
  Score: Raw -2059214.305765 + Penalty 4727.902497 = -2054486.403268
  nChanged 69
		SP:Iteration 34Q (8589.340000 sec): 3 clusters
  Score: Raw -2059243.253203 + Penalty 4727.902497 = -2054515.350705
  nChanged 49
		SP:Iteration 35Q (8589.380000 sec): 3 clusters
  Score: Raw -2059263.660985 + Penalty 4727.902497 = -2054535.758487
  nChanged 41
		SP:Iteration 36Q (8589.420000 sec): 3 clusters
  Score: Raw -2059282.199766 + Penalty 4727.902497 = -2054554.297269
  nChanged 35
		SP:Iteration 37Q (8589.450000 sec): 3 clusters
  Score: Raw -2059298.435672 + Penalty 4727.902497 = -2054570.533175
  nChanged 44
		SP:Iteration 38Q (8589.490000 sec): 3 clusters
  Score: Raw -2059316.456866 + Penalty 4727.902497 = -2054588.554369
  nChanged 40
		SP:Iteration 39Q (8589.530000 sec): 3 clusters
  Score: Raw -2059333.536233 + Penalty 4727.902497 = -2054605.633736
  nChanged 45
		SP:Iteration 40F (8589.580000 sec): 3 clusters
  Score: Raw -2059355.156266 + Penalty 4727.902497 = -2054627.253768
  nChanged 45
		SP:Iteration 41Q (8589.610000 sec): 3 clusters
  Score: Raw -2059375.127868 + Penalty 4727.902497 = -2054647.225371
  nChanged 39
		SP:Iteration 42Q (8589.650000 sec): 3 clusters
  Score: Raw -2059396.681860 + Penalty 4727.902497 = -2054668.779362
  nChanged 30
		SP:Iteration 43Q (8589.690000 sec): 3 clusters
  Score: Raw -2059411.580084 + Penalty 4727.902497 = -2054683.677587
  nChanged 37
		SP:Iteration 44Q (8589.730000 sec): 3 clusters
  Score: Raw -2059433.873568 + Penalty 4727.902497 = -2054705.971071
  nChanged 39
		SP:Iteration 45Q (8589.760000 sec): 3 clusters
  Score: Raw -2059456.344112 + Penalty 4727.902497 = -2054728.441614
  nChanged 35
		SP:Iteration 46Q (8589.800000 sec): 3 clusters
  Score: Raw -2059480.434544 + Penalty 4727.902497 = -2054752.532047
  nChanged 32
		SP:Iteration 47Q (8589.830000 sec): 3 clusters
  Score: Raw -2059497.045468 + Penalty 4727.902497 = -2054769.142971
  nChanged 20
		SP:Iteration 48Q (8589.870000 sec): 3 clusters
  Score: Raw -2059506.509397 + Penalty 4727.902497 = -2054778.606900
  nChanged 17
		SP:Iteration 49Q (8589.910000 sec): 3 clusters
  Score: Raw -2059517.284757 + Penalty 4727.902497 = -2054789.382259
  nChanged 17
		SP:Iteration 50Q (8589.950000 sec): 3 clusters
  Score: Raw -2059527.964759 + Penalty 4727.902497 = -2054800.062262
  nChanged 15
		SP:Iteration 51Q (8589.980000 sec): 3 clusters
  Score: Raw -2059537.705818 + Penalty 4727.902497 = -2054809.803320
  nChanged 21
		SP:Iteration 52Q (8590.020000 sec): 3 clusters
  Score: Raw -2059547.955452 + Penalty 4727.902497 = -2054820.052954
  nChanged 10
		SP:Iteration 53Q (8590.050000 sec): 3 clusters
  Score: Raw -2059556.401109 + Penalty 4727.902497 = -2054828.498612
  nChanged 17
		SP:Iteration 54Q (8590.090000 sec): 3 clusters
  Score: Raw -2059567.394529 + Penalty 4727.902497 = -2054839.492032
  nChanged 11
		SP:Iteration 55Q (8590.130000 sec): 3 clusters
  Score: Raw -2059574.266684 + Penalty 4727.902497 = -2054846.364187
  nChanged 12
		SP:Iteration 56Q (8590.160000 sec): 3 clusters
  Score: Raw -2059580.125622 + Penalty 4727.902497 = -2054852.223125
  nChanged 9
		SP:Iteration 57Q (8590.190000 sec): 3 clusters
  Score: Raw -2059584.078786 + Penalty 4727.902497 = -2054856.176288
  nChanged 6
		SP:Iteration 58Q (8590.230000 sec): 3 clusters
  Score: Raw -2059586.426489 + Penalty 4727.902497 = -2054858.523992
  nChanged 4
		SP:Iteration 59Q (8590.270000 sec): 3 clusters
  Score: Raw -2059588.863223 + Penalty 4727.902497 = -2054860.960726
  nChanged 3
		SP:Iteration 60F (8590.310000 sec): 3 clusters
  Score: Raw -2059591.176050 + Penalty 4727.902497 = -2054863.273553
  nChanged 3
		SP:Iteration 61Q (8590.350000 sec): 3 clusters
  Score: Raw -2059594.036011 + Penalty 4727.902497 = -2054866.133514
  nChanged 2
		SP:Iteration 62Q (8590.390000 sec): 3 clusters
  Score: Raw -2059594.895434 + Penalty 4727.902497 = -2054866.992936
  nChanged 1
		SP:Iteration 63Q (8590.420000 sec): 3 clusters
  Score: Raw -2059595.382298 + Penalty 4727.902497 = -2054867.479801
  nChanged 1
		SP:Iteration 64Q (8590.460000 sec): 3 clusters
  Score: Raw -2059595.587965 + Penalty 4727.902497 = -2054867.685468
  nChanged 1
		SP:Iteration 65Q (8590.490000 sec): 3 clusters
  Score: Raw -2059595.776738 + Penalty 4727.902497 = -2054867.874240
  nChanged 0
		SP:Iteration 66F (8590.540000 sec): 3 clusters
  Score: Raw -2059595.776738 + Penalty 4727.902497 = -2054867.874240
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8590.770000 sec): 2 clusters
  Score: Raw -10201756.024203 + Penalty 2765.905493 = -10198990.118710
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8591.030000 sec): 3 clusters
  Score: Raw -10157854.202462 + Penalty 5531.810985 = -10152322.391477
  nChanged 32444
		SP:Iteration 1F (8591.290000 sec): 3 clusters
  Score: Raw -10176084.039863 + Penalty 5531.810985 = -10170552.228878
  nChanged 2464
		SP:Iteration 2Q (8591.550000 sec): 3 clusters
  Score: Raw -10176728.198930 + Penalty 5531.810985 = -10171196.387945
  nChanged 2733
		SP:Iteration 3Q (8591.810000 sec): 3 clusters
  Score: Raw -10177631.598278 + Penalty 5531.810985 = -10172099.787293
  nChanged 3288
		SP:Iteration 4Q (8592.070000 sec): 3 clusters
  Score: Raw -10179028.415766 + Penalty 5531.810985 = -10173496.604781
  nChanged 4030
		SP:Iteration 5F (8592.320000 sec): 3 clusters
  Score: Raw -10181246.491723 + Penalty 5531.810985 = -10175714.680738
  nChanged 4930
		SP:Iteration 6F (8592.570000 sec): 3 clusters
  Score: Raw -10184686.232901 + Penalty 5531.810985 = -10179154.421916
  nChanged 5425
		SP:Iteration 7F (8592.830000 sec): 3 clusters
  Score: Raw -10188995.702806 + Penalty 5531.810985 = -10183463.891821
  nChanged 5131
		SP:Iteration 8F (8593.080000 sec): 3 clusters
  Score: Raw -10193429.902840 + Penalty 5531.810985 = -10187898.091855
  nChanged 4015
		SP:Iteration 9F (8593.330000 sec): 3 clusters
  Score: Raw -10197007.877051 + Penalty 5531.810985 = -10191476.066066
  nChanged 2718
		SP:Iteration 10Q (8593.590000 sec): 3 clusters
  Score: Raw -10199392.780972 + Penalty 5531.810985 = -10193860.969987
  nChanged 1574
		SP:Iteration 11Q (8593.830000 sec): 3 clusters
  Score: Raw -10200747.910781 + Penalty 5531.810985 = -10195216.099796
  nChanged 805
		SP:Iteration 12Q (8594.050000 sec): 3 clusters
  Score: Raw -10201427.676769 + Penalty 5531.810985 = -10195895.865784
  nChanged 382
		SP:Iteration 13Q (8594.250000 sec): 3 clusters
  Score: Raw -10201753.317312 + Penalty 5531.810985 = -10196221.506327
  nChanged 179
		SP:Iteration 14Q (8594.450000 sec): 3 clusters
  Score: Raw -10201914.973291 + Penalty 5531.810985 = -10196383.162306
  nChanged 112
		SP:Iteration 15Q (8594.630000 sec): 3 clusters
  Score: Raw -10202003.662798 + Penalty 5531.810985 = -10196471.851813
  nChanged 50
		SP:Iteration 16Q (8594.820000 sec): 3 clusters
  Score: Raw -10202047.445463 + Penalty 5531.810985 = -10196515.634478
  nChanged 45
		SP:Iteration 17Q (8595.000000 sec): 3 clusters
  Score: Raw -10202081.865760 + Penalty 5531.810985 = -10196550.054775
  nChanged 27
		SP:Iteration 18Q (8595.180000 sec): 3 clusters
  Score: Raw -10202098.465194 + Penalty 5531.810985 = -10196566.654209
  nChanged 19
		SP:Iteration 19Q (8595.360000 sec): 3 clusters
  Score: Raw -10202108.464179 + Penalty 5531.810985 = -10196576.653194
  nChanged 11
		SP:Iteration 20F (8595.610000 sec): 3 clusters
  Score: Raw -10202117.209980 + Penalty 5531.810985 = -10196585.398995
  nChanged 10
		SP:Iteration 21Q (8595.790000 sec): 3 clusters
  Score: Raw -10202127.468344 + Penalty 5531.810985 = -10196595.657359
  nChanged 13
		SP:Iteration 22Q (8595.970000 sec): 3 clusters
  Score: Raw -10202140.736629 + Penalty 5531.810985 = -10196608.925644
  nChanged 10
		SP:Iteration 23Q (8596.150000 sec): 3 clusters
  Score: Raw -10202147.669322 + Penalty 5531.810985 = -10196615.858337
  nChanged 7
		SP:Iteration 24Q (8596.330000 sec): 3 clusters
  Score: Raw -10202151.814264 + Penalty 5531.810985 = -10196620.003279
  nChanged 3
		SP:Iteration 25Q (8596.510000 sec): 3 clusters
  Score: Raw -10202153.922466 + Penalty 5531.810985 = -10196622.111481
  nChanged 6
		SP:Iteration 26Q (8596.700000 sec): 3 clusters
  Score: Raw -10202159.225316 + Penalty 5531.810985 = -10196627.414331
  nChanged 8
		SP:Iteration 27Q (8596.880000 sec): 3 clusters
  Score: Raw -10202165.074745 + Penalty 5531.810985 = -10196633.263760
  nChanged 6
		SP:Iteration 28Q (8597.060000 sec): 3 clusters
  Score: Raw -10202171.516160 + Penalty 5531.810985 = -10196639.705175
  nChanged 8
		SP:Iteration 29Q (8597.240000 sec): 3 clusters
  Score: Raw -10202177.447959 + Penalty 5531.810985 = -10196645.636974
  nChanged 4
		SP:Iteration 30Q (8597.420000 sec): 3 clusters
  Score: Raw -10202180.061173 + Penalty 5531.810985 = -10196648.250188
  nChanged 2
		SP:Iteration 31Q (8597.600000 sec): 3 clusters
  Score: Raw -10202181.474832 + Penalty 5531.810985 = -10196649.663847
  nChanged 4
		SP:Iteration 32Q (8597.780000 sec): 3 clusters
  Score: Raw -10202184.594685 + Penalty 5531.810985 = -10196652.783700
  nChanged 0
		SP:Iteration 33F (8598.030000 sec): 3 clusters
  Score: Raw -10202184.594685 + Penalty 5531.810985 = -10196652.783700
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8598.060000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8598.070000 sec): 3 clusters
  Score: Raw -385262.278581 + Penalty 3923.652944 = -381338.625637
  nChanged 933
		SP:Iteration 1F (8598.080000 sec): 3 clusters
  Score: Raw -385840.639080 + Penalty 3923.652944 = -381916.986137
  nChanged 190
		SP:Iteration 2F (8598.090000 sec): 3 clusters
  Score: Raw -385975.975828 + Penalty 3923.652944 = -382052.322885
  nChanged 118
		SP:Iteration 3Q (8598.100000 sec): 3 clusters
  Score: Raw -386053.642836 + Penalty 3923.652944 = -382129.989892
  nChanged 91
		SP:Iteration 4Q (8598.110000 sec): 3 clusters
  Score: Raw -386113.211520 + Penalty 3923.652944 = -382189.558577
  nChanged 61
		SP:Iteration 5Q (8598.120000 sec): 3 clusters
  Score: Raw -386145.845252 + Penalty 3923.652944 = -382222.192308
  nChanged 40
		SP:Iteration 6Q (8598.130000 sec): 3 clusters
  Score: Raw -386168.207440 + Penalty 3923.652944 = -382244.554497
  nChanged 41
		SP:Iteration 7Q (8598.140000 sec): 3 clusters
  Score: Raw -386188.642950 + Penalty 3923.652944 = -382264.990006
  nChanged 21
		SP:Iteration 8Q (8598.150000 sec): 3 clusters
  Score: Raw -386199.812693 + Penalty 3923.652944 = -382276.159749
  nChanged 18
		SP:Iteration 9Q (8598.160000 sec): 3 clusters
  Score: Raw -386210.812808 + Penalty 3923.652944 = -382287.159865
  nChanged 18
		SP:Iteration 10Q (8598.170000 sec): 3 clusters
  Score: Raw -386221.854952 + Penalty 3923.652944 = -382298.202009
  nChanged 25
		SP:Iteration 11Q (8598.170000 sec): 3 clusters
  Score: Raw -386237.364769 + Penalty 3923.652944 = -382313.711825
  nChanged 21
		SP:Iteration 12Q (8598.190000 sec): 3 clusters
  Score: Raw -386249.350024 + Penalty 3923.652944 = -382325.697080
  nChanged 17
		SP:Iteration 13Q (8598.190000 sec): 3 clusters
  Score: Raw -386256.896187 + Penalty 3923.652944 = -382333.243243
  nChanged 12
		SP:Iteration 14Q (8598.200000 sec): 3 clusters
  Score: Raw -386263.473043 + Penalty 3923.652944 = -382339.820099
  nChanged 15
		SP:Iteration 15Q (8598.210000 sec): 3 clusters
  Score: Raw -386270.538318 + Penalty 3923.652944 = -382346.885374
  nChanged 10
		SP:Iteration 16Q (8598.220000 sec): 3 clusters
  Score: Raw -386274.386155 + Penalty 3923.652944 = -382350.733211
  nChanged 5
		SP:Iteration 17Q (8598.230000 sec): 3 clusters
  Score: Raw -386276.497997 + Penalty 3923.652944 = -382352.845053
  nChanged 3
		SP:Iteration 18Q (8598.240000 sec): 3 clusters
  Score: Raw -386277.542385 + Penalty 3923.652944 = -382353.889441
  nChanged 4
		SP:Iteration 19Q (8598.250000 sec): 3 clusters
  Score: Raw -386279.081406 + Penalty 3923.652944 = -382355.428463
  nChanged 1
		SP:Iteration 20F (8598.260000 sec): 3 clusters
  Score: Raw -386279.291768 + Penalty 3923.652944 = -382355.638824
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8598.260000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8598.270000 sec): 3 clusters
  Score: Raw -168800.411727 + Penalty 3494.272938 = -165306.138789
  nChanged 308
		SP:Iteration 1F (8598.270000 sec): 3 clusters
  Score: Raw -169093.534811 + Penalty 3494.272938 = -165599.261873
  nChanged 65
		SP:Iteration 2F (8598.270000 sec): 3 clusters
  Score: Raw -169162.705115 + Penalty 3494.272938 = -165668.432177
  nChanged 27
		SP:Iteration 3Q (8598.280000 sec): 3 clusters
  Score: Raw -169195.004949 + Penalty 3494.272938 = -165700.732011
  nChanged 26
		SP:Iteration 4Q (8598.280000 sec): 3 clusters
  Score: Raw -169222.442126 + Penalty 3494.272938 = -165728.169188
  nChanged 15
		SP:Iteration 5Q (8598.290000 sec): 3 clusters
  Score: Raw -169239.280673 + Penalty 3494.272938 = -165745.007734
  nChanged 11
		SP:Iteration 6Q (8598.290000 sec): 3 clusters
  Score: Raw -169256.229200 + Penalty 3494.272938 = -165761.956262
  nChanged 9
		SP:Iteration 7Q (8598.290000 sec): 3 clusters
  Score: Raw -169267.634146 + Penalty 3494.272938 = -165773.361208
  nChanged 2
		SP:Iteration 8Q (8598.300000 sec): 3 clusters
  Score: Raw -169269.360561 + Penalty 3494.272938 = -165775.087623
  nChanged 3
		SP:Iteration 9Q (8598.300000 sec): 3 clusters
  Score: Raw -169272.033732 + Penalty 3494.272938 = -165777.760794
  nChanged 1
		SP:Iteration 10Q (8598.310000 sec): 3 clusters
  Score: Raw -169272.604319 + Penalty 3494.272938 = -165778.331381
  nChanged 1
		SP:Iteration 11Q (8598.310000 sec): 3 clusters
  Score: Raw -169273.032109 + Penalty 3494.272938 = -165778.759171
  nChanged 0
		SP:Iteration 12F (8598.310000 sec): 3 clusters
  Score: Raw -169273.032109 + Penalty 3494.272938 = -165778.759171
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8598.320000 sec): 2 clusters
  Score: Raw -257203.131277 + Penalty 1864.614590 = -255338.516687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8598.330000 sec): 3 clusters
  Score: Raw -256687.296937 + Penalty 3729.229180 = -252958.067758
  nChanged 652
		SP:Iteration 1F (8598.330000 sec): 3 clusters
  Score: Raw -257722.443796 + Penalty 3729.229180 = -253993.214617
  nChanged 263
		SP:Iteration 2F (8598.340000 sec): 3 clusters
  Score: Raw -258308.142265 + Penalty 3729.229180 = -254578.913085
  nChanged 157
		SP:Iteration 3F (8598.350000 sec): 3 clusters
  Score: Raw -258580.806836 + Penalty 3729.229180 = -254851.577656
  nChanged 79
		SP:Iteration 4Q (8598.350000 sec): 3 clusters
  Score: Raw -258694.084897 + Penalty 3729.229180 = -254964.855718
  nChanged 38
		SP:Iteration 5Q (8598.360000 sec): 3 clusters
  Score: Raw -258757.292815 + Penalty 3729.229180 = -255028.063636
  nChanged 31
		SP:Iteration 6Q (8598.370000 sec): 3 clusters
  Score: Raw -258803.759150 + Penalty 3729.229180 = -255074.529971
  nChanged 21
		SP:Iteration 7Q (8598.370000 sec): 3 clusters
  Score: Raw -258827.902506 + Penalty 3729.229180 = -255098.673326
  nChanged 13
		SP:Iteration 8Q (8598.370000 sec): 3 clusters
  Score: Raw -258839.240519 + Penalty 3729.229180 = -255110.011340
  nChanged 8
		SP:Iteration 9Q (8598.380000 sec): 3 clusters
  Score: Raw -258847.149915 + Penalty 3729.229180 = -255117.920736
  nChanged 3
		SP:Iteration 10Q (8598.390000 sec): 3 clusters
  Score: Raw -258849.808666 + Penalty 3729.229180 = -255120.579486
  nChanged 0
		SP:Iteration 11F (8598.390000 sec): 3 clusters
  Score: Raw -258849.808666 + Penalty 3729.229180 = -255120.579486
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10860 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8598.430000 sec): 2 clusters
  Score: Raw -1659453.063701 + Penalty 2304.624715 = -1657148.438986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8598.470000 sec): 3 clusters
  Score: Raw -1653496.287335 + Penalty 4609.249430 = -1648887.037905
  nChanged 4548
		SP:Iteration 1F (8598.510000 sec): 3 clusters
  Score: Raw -1655860.141262 + Penalty 4609.249430 = -1651250.891831
  nChanged 652
		SP:Iteration 2F (8598.540000 sec): 3 clusters
  Score: Raw -1656131.319206 + Penalty 4609.249430 = -1651522.069776
  nChanged 513
		SP:Iteration 3Q (8598.580000 sec): 3 clusters
  Score: Raw -1656317.263854 + Penalty 4609.249430 = -1651708.014423
  nChanged 410
		SP:Iteration 4Q (8598.620000 sec): 3 clusters
  Score: Raw -1656468.063191 + Penalty 4609.249430 = -1651858.813761
  nChanged 361
		SP:Iteration 5Q (8598.650000 sec): 3 clusters
  Score: Raw -1656583.993125 + Penalty 4609.249430 = -1651974.743694
  nChanged 305
		SP:Iteration 6Q (8598.690000 sec): 3 clusters
  Score: Raw -1656679.376979 + Penalty 4609.249430 = -1652070.127549
  nChanged 272
		SP:Iteration 7Q (8598.730000 sec): 3 clusters
  Score: Raw -1656770.158969 + Penalty 4609.249430 = -1652160.909539
  nChanged 260
		SP:Iteration 8Q (8598.770000 sec): 3 clusters
  Score: Raw -1656861.794942 + Penalty 4609.249430 = -1652252.545511
  nChanged 288
		SP:Iteration 9Q (8598.800000 sec): 3 clusters
  Score: Raw -1656968.197300 + Penalty 4609.249430 = -1652358.947870
  nChanged 311
		SP:Iteration 10Q (8598.840000 sec): 3 clusters
  Score: Raw -1657100.498875 + Penalty 4609.249430 = -1652491.249444
  nChanged 363
		SP:Iteration 11Q (8598.880000 sec): 3 clusters
  Score: Raw -1657293.174049 + Penalty 4609.249430 = -1652683.924619
  nChanged 440
		SP:Iteration 12Q (8598.910000 sec): 3 clusters
  Score: Raw -1657566.571864 + Penalty 4609.249430 = -1652957.322434
  nChanged 495
		SP:Iteration 13Q (8598.950000 sec): 3 clusters
  Score: Raw -1657886.491401 + Penalty 4609.249430 = -1653277.241970
  nChanged 520
		SP:Iteration 14Q (8598.990000 sec): 3 clusters
  Score: Raw -1658284.756737 + Penalty 4609.249430 = -1653675.507306
  nChanged 491
		SP:Iteration 15Q (8599.030000 sec): 3 clusters
  Score: Raw -1658694.336574 + Penalty 4609.249430 = -1654085.087144
  nChanged 427
		SP:Iteration 16Q (8599.060000 sec): 3 clusters
  Score: Raw -1659059.234368 + Penalty 4609.249430 = -1654449.984938
  nChanged 312
		SP:Iteration 17Q (8599.100000 sec): 3 clusters
  Score: Raw -1659327.544107 + Penalty 4609.249430 = -1654718.294677
  nChanged 212
		SP:Iteration 18Q (8599.130000 sec): 3 clusters
  Score: Raw -1659514.853643 + Penalty 4609.249430 = -1654905.604213
  nChanged 148
		SP:Iteration 19Q (8599.170000 sec): 3 clusters
  Score: Raw -1659643.334861 + Penalty 4609.249430 = -1655034.085430
  nChanged 94
		SP:Iteration 20F (8599.200000 sec): 3 clusters
  Score: Raw -1659732.649335 + Penalty 4609.249430 = -1655123.399905
  nChanged 66
		SP:Iteration 21Q (8599.230000 sec): 3 clusters
  Score: Raw -1659796.644224 + Penalty 4609.249430 = -1655187.394794
  nChanged 35
		SP:Iteration 22Q (8599.270000 sec): 3 clusters
  Score: Raw -1659829.819797 + Penalty 4609.249430 = -1655220.570367
  nChanged 26
		SP:Iteration 23Q (8599.290000 sec): 3 clusters
  Score: Raw -1659848.638191 + Penalty 4609.249430 = -1655239.388760
  nChanged 17
		SP:Iteration 24Q (8599.320000 sec): 3 clusters
  Score: Raw -1659863.155840 + Penalty 4609.249430 = -1655253.906409
  nChanged 11
		SP:Iteration 25Q (8599.350000 sec): 3 clusters
  Score: Raw -1659871.847998 + Penalty 4609.249430 = -1655262.598568
  nChanged 7
		SP:Iteration 26Q (8599.380000 sec): 3 clusters
  Score: Raw -1659876.984061 + Penalty 4609.249430 = -1655267.734631
  nChanged 6
		SP:Iteration 27Q (8599.410000 sec): 3 clusters
  Score: Raw -1659883.922388 + Penalty 4609.249430 = -1655274.672957
  nChanged 3
		SP:Iteration 28Q (8599.440000 sec): 3 clusters
  Score: Raw -1659885.824316 + Penalty 4609.249430 = -1655276.574885
  nChanged 2
		SP:Iteration 29Q (8599.470000 sec): 3 clusters
  Score: Raw -1659887.884473 + Penalty 4609.249430 = -1655278.635043
  nChanged 2
		SP:Iteration 30Q (8599.500000 sec): 3 clusters
  Score: Raw -1659888.990661 + Penalty 4609.249430 = -1655279.741231
  nChanged 1
		SP:Iteration 31Q (8599.530000 sec): 3 clusters
  Score: Raw -1659889.735083 + Penalty 4609.249430 = -1655280.485652
  nChanged 2
		SP:Iteration 32Q (8599.560000 sec): 3 clusters
  Score: Raw -1659890.647790 + Penalty 4609.249430 = -1655281.398359
  nChanged 2
		SP:Iteration 33Q (8599.590000 sec): 3 clusters
  Score: Raw -1659892.314242 + Penalty 4609.249430 = -1655283.064811
  nChanged 3
		SP:Iteration 34Q (8599.610000 sec): 3 clusters
  Score: Raw -1659894.146766 + Penalty 4609.249430 = -1655284.897336
  nChanged 5
		SP:Iteration 35Q (8599.650000 sec): 3 clusters
  Score: Raw -1659898.504226 + Penalty 4609.249430 = -1655289.254795
  nChanged 2
		SP:Iteration 36Q (8599.670000 sec): 3 clusters
  Score: Raw -1659900.204879 + Penalty 4609.249430 = -1655290.955449
  nChanged 0
		SP:Iteration 37F (8599.710000 sec): 3 clusters
  Score: Raw -1659900.204879 + Penalty 4609.249430 = -1655290.955449
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8599.750000 sec): 2 clusters
  Score: Raw -1984877.391907 + Penalty 2369.515328 = -1982507.876579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8599.800000 sec): 3 clusters
  Score: Raw -1976933.298490 + Penalty 4739.030657 = -1972194.267834
  nChanged 6093
		SP:Iteration 1F (8599.850000 sec): 3 clusters
  Score: Raw -1980289.275030 + Penalty 4739.030657 = -1975550.244373
  nChanged 961
		SP:Iteration 2F (8599.900000 sec): 3 clusters
  Score: Raw -1980755.345344 + Penalty 4739.030657 = -1976016.314687
  nChanged 785
		SP:Iteration 3F (8599.950000 sec): 3 clusters
  Score: Raw -1981135.511189 + Penalty 4739.030657 = -1976396.480533
  nChanged 677
		SP:Iteration 4Q (8599.990000 sec): 3 clusters
  Score: Raw -1981444.320879 + Penalty 4739.030657 = -1976705.290223
  nChanged 659
		SP:Iteration 5Q (8600.040000 sec): 3 clusters
  Score: Raw -1981777.875997 + Penalty 4739.030657 = -1977038.845340
  nChanged 655
		SP:Iteration 6Q (8600.090000 sec): 3 clusters
  Score: Raw -1982153.411884 + Penalty 4739.030657 = -1977414.381227
  nChanged 676
		SP:Iteration 7Q (8600.140000 sec): 3 clusters
  Score: Raw -1982563.159795 + Penalty 4739.030657 = -1977824.129138
  nChanged 628
		SP:Iteration 8Q (8600.190000 sec): 3 clusters
  Score: Raw -1982962.218192 + Penalty 4739.030657 = -1978223.187535
  nChanged 586
		SP:Iteration 9Q (8600.240000 sec): 3 clusters
  Score: Raw -1983368.224993 + Penalty 4739.030657 = -1978629.194336
  nChanged 580
		SP:Iteration 10Q (8600.290000 sec): 3 clusters
  Score: Raw -1983764.168499 + Penalty 4739.030657 = -1979025.137842
  nChanged 469
		SP:Iteration 11Q (8600.330000 sec): 3 clusters
  Score: Raw -1984132.656934 + Penalty 4739.030657 = -1979393.626278
  nChanged 429
		SP:Iteration 12Q (8600.380000 sec): 3 clusters
  Score: Raw -1984488.362000 + Penalty 4739.030657 = -1979749.331343
  nChanged 335
		SP:Iteration 13Q (8600.430000 sec): 3 clusters
  Score: Raw -1984763.608832 + Penalty 4739.030657 = -1980024.578175
  nChanged 261
		SP:Iteration 14Q (8600.470000 sec): 3 clusters
  Score: Raw -1984975.711575 + Penalty 4739.030657 = -1980236.680918
  nChanged 189
		SP:Iteration 15Q (8600.510000 sec): 3 clusters
  Score: Raw -1985111.115147 + Penalty 4739.030657 = -1980372.084490
  nChanged 127
		SP:Iteration 16Q (8600.550000 sec): 3 clusters
  Score: Raw -1985188.011308 + Penalty 4739.030657 = -1980448.980652
  nChanged 90
		SP:Iteration 17Q (8600.590000 sec): 3 clusters
  Score: Raw -1985246.067235 + Penalty 4739.030657 = -1980507.036579
  nChanged 60
		SP:Iteration 18Q (8600.630000 sec): 3 clusters
  Score: Raw -1985290.272259 + Penalty 4739.030657 = -1980551.241602
  nChanged 49
		SP:Iteration 19Q (8600.670000 sec): 3 clusters
  Score: Raw -1985324.056351 + Penalty 4739.030657 = -1980585.025694
  nChanged 29
		SP:Iteration 20F (8600.720000 sec): 3 clusters
  Score: Raw -1985346.072236 + Penalty 4739.030657 = -1980607.041580
  nChanged 26
		SP:Iteration 21Q (8600.760000 sec): 3 clusters
  Score: Raw -1985361.636491 + Penalty 4739.030657 = -1980622.605834
  nChanged 16
		SP:Iteration 22Q (8600.790000 sec): 3 clusters
  Score: Raw -1985370.578786 + Penalty 4739.030657 = -1980631.548129
  nChanged 14
		SP:Iteration 23Q (8600.830000 sec): 3 clusters
  Score: Raw -1985379.487256 + Penalty 4739.030657 = -1980640.456599
  nChanged 8
		SP:Iteration 24Q (8600.870000 sec): 3 clusters
  Score: Raw -1985387.592326 + Penalty 4739.030657 = -1980648.561669
  nChanged 11
		SP:Iteration 25Q (8600.910000 sec): 3 clusters
  Score: Raw -1985394.130745 + Penalty 4739.030657 = -1980655.100089
  nChanged 8
		SP:Iteration 26Q (8600.950000 sec): 3 clusters
  Score: Raw -1985401.154989 + Penalty 4739.030657 = -1980662.124332
  nChanged 9
		SP:Iteration 27Q (8600.980000 sec): 3 clusters
  Score: Raw -1985407.139950 + Penalty 4739.030657 = -1980668.109294
  nChanged 14
		SP:Iteration 28Q (8601.020000 sec): 3 clusters
  Score: Raw -1985418.167293 + Penalty 4739.030657 = -1980679.136637
  nChanged 10
		SP:Iteration 29Q (8601.060000 sec): 3 clusters
  Score: Raw -1985426.153509 + Penalty 4739.030657 = -1980687.122852
  nChanged 9
		SP:Iteration 30Q (8601.090000 sec): 3 clusters
  Score: Raw -1985433.075035 + Penalty 4739.030657 = -1980694.044379
  nChanged 8
		SP:Iteration 31Q (8601.130000 sec): 3 clusters
  Score: Raw -1985437.298087 + Penalty 4739.030657 = -1980698.267430
  nChanged 11
		SP:Iteration 32Q (8601.170000 sec): 3 clusters
  Score: Raw -1985443.469799 + Penalty 4739.030657 = -1980704.439143
  nChanged 10
		SP:Iteration 33Q (8601.200000 sec): 3 clusters
  Score: Raw -1985448.473811 + Penalty 4739.030657 = -1980709.443155
  nChanged 10
		SP:Iteration 34Q (8601.240000 sec): 3 clusters
  Score: Raw -1985455.742143 + Penalty 4739.030657 = -1980716.711486
  nChanged 8
		SP:Iteration 35Q (8601.270000 sec): 3 clusters
  Score: Raw -1985461.832307 + Penalty 4739.030657 = -1980722.801650
  nChanged 12
		SP:Iteration 36Q (8601.310000 sec): 3 clusters
  Score: Raw -1985468.761988 + Penalty 4739.030657 = -1980729.731332
  nChanged 9
		SP:Iteration 37Q (8601.350000 sec): 3 clusters
  Score: Raw -1985474.071390 + Penalty 4739.030657 = -1980735.040734
  nChanged 7
		SP:Iteration 38Q (8601.380000 sec): 3 clusters
  Score: Raw -1985478.349347 + Penalty 4739.030657 = -1980739.318690
  nChanged 6
		SP:Iteration 39Q (8601.420000 sec): 3 clusters
  Score: Raw -1985482.720285 + Penalty 4739.030657 = -1980743.689629
  nChanged 4
		SP:Iteration 40F (8601.470000 sec): 3 clusters
  Score: Raw -1985485.204064 + Penalty 4739.030657 = -1980746.173407
  nChanged 5
		SP:Iteration 41Q (8601.500000 sec): 3 clusters
  Score: Raw -1985489.336241 + Penalty 4739.030657 = -1980750.305585
  nChanged 6
		SP:Iteration 42Q (8601.540000 sec): 3 clusters
  Score: Raw -1985492.311321 + Penalty 4739.030657 = -1980753.280664
  nChanged 1
		SP:Iteration 43Q (8601.570000 sec): 3 clusters
  Score: Raw -1985492.765804 + Penalty 4739.030657 = -1980753.735148
  nChanged 0
		SP:Iteration 44F (8601.620000 sec): 3 clusters
  Score: Raw -1985492.765804 + Penalty 4739.030657 = -1980753.735148
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8601.630000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8601.630000 sec): 3 clusters
  Score: Raw -73227.763819 + Penalty 3074.445443 = -70153.318376
  nChanged 81
		SP:Iteration 1F (8601.630000 sec): 3 clusters
  Score: Raw -73379.344680 + Penalty 3074.445443 = -70304.899237
  nChanged 23
		SP:Iteration 2Q (8601.630000 sec): 3 clusters
  Score: Raw -73437.299580 + Penalty 3074.445443 = -70362.854136
  nChanged 7
		SP:Iteration 3Q (8601.640000 sec): 3 clusters
  Score: Raw -73451.297956 + Penalty 3074.445443 = -70376.852513
  nChanged 2
		SP:Iteration 4Q (8601.640000 sec): 3 clusters
  Score: Raw -73454.527155 + Penalty 3074.445443 = -70380.081711
  nChanged 2
		SP:Iteration 5Q (8601.640000 sec): 3 clusters
  Score: Raw -73460.411300 + Penalty 3074.445443 = -70385.965857
  nChanged 2
		SP:Iteration 6Q (8601.640000 sec): 3 clusters
  Score: Raw -73464.247739 + Penalty 3074.445443 = -70389.802295
  nChanged 0
		SP:Iteration 7F (8601.650000 sec): 3 clusters
  Score: Raw -73464.247739 + Penalty 3074.445443 = -70389.802295
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8601.650000 sec): 2 clusters
  Score: Raw -309815.793004 + Penalty 1905.598267 = -307910.194737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8601.660000 sec): 3 clusters
  Score: Raw -308952.565355 + Penalty 3811.196534 = -305141.368821
  nChanged 715
		SP:Iteration 1F (8601.670000 sec): 3 clusters
  Score: Raw -309448.920265 + Penalty 3811.196534 = -305637.723731
  nChanged 167
		SP:Iteration 2F (8601.670000 sec): 3 clusters
  Score: Raw -309589.926420 + Penalty 3811.196534 = -305778.729885
  nChanged 103
		SP:Iteration 3Q (8601.690000 sec): 3 clusters
  Score: Raw -309660.147335 + Penalty 3811.196534 = -305848.950800
  nChanged 54
		SP:Iteration 4Q (8601.700000 sec): 3 clusters
  Score: Raw -309695.942422 + Penalty 3811.196534 = -305884.745888
  nChanged 33
		SP:Iteration 5Q (8601.700000 sec): 3 clusters
  Score: Raw -309722.394840 + Penalty 3811.196534 = -305911.198306
  nChanged 28
		SP:Iteration 6Q (8601.710000 sec): 3 clusters
  Score: Raw -309743.015237 + Penalty 3811.196534 = -305931.818702
  nChanged 24
		SP:Iteration 7Q (8601.720000 sec): 3 clusters
  Score: Raw -309757.423937 + Penalty 3811.196534 = -305946.227403
  nChanged 17
		SP:Iteration 8Q (8601.720000 sec): 3 clusters
  Score: Raw -309766.763061 + Penalty 3811.196534 = -305955.566527
  nChanged 11
		SP:Iteration 9Q (8601.730000 sec): 3 clusters
  Score: Raw -309776.858044 + Penalty 3811.196534 = -305965.661509
  nChanged 14
		SP:Iteration 10Q (8601.740000 sec): 3 clusters
  Score: Raw -309787.611481 + Penalty 3811.196534 = -305976.414947
  nChanged 13
		SP:Iteration 11Q (8601.750000 sec): 3 clusters
  Score: Raw -309795.871439 + Penalty 3811.196534 = -305984.674904
  nChanged 9
		SP:Iteration 12Q (8601.760000 sec): 3 clusters
  Score: Raw -309802.032063 + Penalty 3811.196534 = -305990.835528
  nChanged 6
		SP:Iteration 13Q (8601.760000 sec): 3 clusters
  Score: Raw -309805.484158 + Penalty 3811.196534 = -305994.287623
  nChanged 6
		SP:Iteration 14Q (8601.770000 sec): 3 clusters
  Score: Raw -309808.603318 + Penalty 3811.196534 = -305997.406784
  nChanged 4
		SP:Iteration 15Q (8601.780000 sec): 3 clusters
  Score: Raw -309810.749345 + Penalty 3811.196534 = -305999.552811
  nChanged 1
		SP:Iteration 16Q (8601.780000 sec): 3 clusters
  Score: Raw -309811.150953 + Penalty 3811.196534 = -305999.954419
  nChanged 1
		SP:Iteration 17Q (8601.790000 sec): 3 clusters
  Score: Raw -309811.706402 + Penalty 3811.196534 = -306000.509868
  nChanged 0
		SP:Iteration 18F (8601.800000 sec): 3 clusters
  Score: Raw -309811.706402 + Penalty 3811.196534 = -306000.509868
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8601.900000 sec): 2 clusters
  Score: Raw -4594677.129706 + Penalty 2568.397217 = -4592108.732489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8602.020000 sec): 3 clusters
  Score: Raw -4575743.437567 + Penalty 5136.794433 = -4570606.643133
  nChanged 14263
		SP:Iteration 1F (8602.130000 sec): 3 clusters
  Score: Raw -4583588.080828 + Penalty 5136.794433 = -4578451.286395
  nChanged 1370
		SP:Iteration 2Q (8602.250000 sec): 3 clusters
  Score: Raw -4584017.299867 + Penalty 5136.794433 = -4578880.505434
  nChanged 1216
		SP:Iteration 3Q (8602.360000 sec): 3 clusters
  Score: Raw -4584423.862186 + Penalty 5136.794433 = -4579287.067753
  nChanged 1202
		SP:Iteration 4Q (8602.480000 sec): 3 clusters
  Score: Raw -4584856.041025 + Penalty 5136.794433 = -4579719.246592
  nChanged 1303
		SP:Iteration 5Q (8602.590000 sec): 3 clusters
  Score: Raw -4585401.737416 + Penalty 5136.794433 = -4580264.942983
  nChanged 1410
		SP:Iteration 6Q (8602.710000 sec): 3 clusters
  Score: Raw -4586081.070565 + Penalty 5136.794433 = -4580944.276132
  nChanged 1684
		SP:Iteration 7F (8602.820000 sec): 3 clusters
  Score: Raw -4587003.184490 + Penalty 5136.794433 = -4581866.390057
  nChanged 1906
		SP:Iteration 8F (8602.930000 sec): 3 clusters
  Score: Raw -4588272.801136 + Penalty 5136.794433 = -4583136.006703
  nChanged 2102
		SP:Iteration 9F (8603.050000 sec): 3 clusters
  Score: Raw -4589819.896074 + Penalty 5136.794433 = -4584683.101641
  nChanged 1958
		SP:Iteration 10F (8603.160000 sec): 3 clusters
  Score: Raw -4591333.351924 + Penalty 5136.794433 = -4586196.557490
  nChanged 1561
		SP:Iteration 11Q (8603.270000 sec): 3 clusters
  Score: Raw -4592457.421847 + Penalty 5136.794433 = -4587320.627413
  nChanged 1114
		SP:Iteration 12Q (8603.380000 sec): 3 clusters
  Score: Raw -4593177.565137 + Penalty 5136.794433 = -4588040.770703
  nChanged 799
		SP:Iteration 13Q (8603.500000 sec): 3 clusters
  Score: Raw -4593663.676597 + Penalty 5136.794433 = -4588526.882164
  nChanged 561
		SP:Iteration 14Q (8603.610000 sec): 3 clusters
  Score: Raw -4594070.081107 + Penalty 5136.794433 = -4588933.286674
  nChanged 409
		SP:Iteration 15Q (8603.720000 sec): 3 clusters
  Score: Raw -4594466.363580 + Penalty 5136.794433 = -4589329.569146
  nChanged 295
		SP:Iteration 16Q (8603.820000 sec): 3 clusters
  Score: Raw -4594861.433719 + Penalty 5136.794433 = -4589724.639285
  nChanged 221
		SP:Iteration 17Q (8603.910000 sec): 3 clusters
  Score: Raw -4595172.492986 + Penalty 5136.794433 = -4590035.698553
  nChanged 192
		SP:Iteration 18Q (8604.000000 sec): 3 clusters
  Score: Raw -4595394.146564 + Penalty 5136.794433 = -4590257.352131
  nChanged 140
		SP:Iteration 19Q (8604.090000 sec): 3 clusters
  Score: Raw -4595510.965761 + Penalty 5136.794433 = -4590374.171328
  nChanged 106
		SP:Iteration 20F (8604.200000 sec): 3 clusters
  Score: Raw -4595574.323809 + Penalty 5136.794433 = -4590437.529376
  nChanged 75
		SP:Iteration 21Q (8604.280000 sec): 3 clusters
  Score: Raw -4595611.184668 + Penalty 5136.794433 = -4590474.390234
  nChanged 63
		SP:Iteration 22Q (8604.360000 sec): 3 clusters
  Score: Raw -4595638.429577 + Penalty 5136.794433 = -4590501.635143
  nChanged 54
		SP:Iteration 23Q (8604.450000 sec): 3 clusters
  Score: Raw -4595658.043914 + Penalty 5136.794433 = -4590521.249481
  nChanged 33
		SP:Iteration 24Q (8604.530000 sec): 3 clusters
  Score: Raw -4595670.246551 + Penalty 5136.794433 = -4590533.452117
  nChanged 24
		SP:Iteration 25Q (8604.610000 sec): 3 clusters
  Score: Raw -4595679.386749 + Penalty 5136.794433 = -4590542.592315
  nChanged 29
		SP:Iteration 26Q (8604.700000 sec): 3 clusters
  Score: Raw -4595687.921830 + Penalty 5136.794433 = -4590551.127397
  nChanged 24
		SP:Iteration 27Q (8604.780000 sec): 3 clusters
  Score: Raw -4595695.966250 + Penalty 5136.794433 = -4590559.171816
  nChanged 19
		SP:Iteration 28Q (8604.860000 sec): 3 clusters
  Score: Raw -4595700.040292 + Penalty 5136.794433 = -4590563.245859
  nChanged 10
		SP:Iteration 29Q (8604.940000 sec): 3 clusters
  Score: Raw -4595702.190091 + Penalty 5136.794433 = -4590565.395658
  nChanged 6
		SP:Iteration 30Q (8605.030000 sec): 3 clusters
  Score: Raw -4595703.796355 + Penalty 5136.794433 = -4590567.001922
  nChanged 6
		SP:Iteration 31Q (8605.110000 sec): 3 clusters
  Score: Raw -4595704.940848 + Penalty 5136.794433 = -4590568.146415
  nChanged 6
		SP:Iteration 32Q (8605.190000 sec): 3 clusters
  Score: Raw -4595706.235293 + Penalty 5136.794433 = -4590569.440860
  nChanged 7
		SP:Iteration 33Q (8605.280000 sec): 3 clusters
  Score: Raw -4595707.682862 + Penalty 5136.794433 = -4590570.888428
  nChanged 7
		SP:Iteration 34Q (8605.360000 sec): 3 clusters
  Score: Raw -4595709.796049 + Penalty 5136.794433 = -4590573.001616
  nChanged 5
		SP:Iteration 35Q (8605.440000 sec): 3 clusters
  Score: Raw -4595710.678767 + Penalty 5136.794433 = -4590573.884333
  nChanged 2
		SP:Iteration 36Q (8605.530000 sec): 3 clusters
  Score: Raw -4595711.115328 + Penalty 5136.794433 = -4590574.320895
  nChanged 2
		SP:Iteration 37Q (8605.610000 sec): 3 clusters
  Score: Raw -4595711.399070 + Penalty 5136.794433 = -4590574.604637
  nChanged 4
		SP:Iteration 38Q (8605.700000 sec): 3 clusters
  Score: Raw -4595712.016438 + Penalty 5136.794433 = -4590575.222005
  nChanged 2
		SP:Iteration 39Q (8605.780000 sec): 3 clusters
  Score: Raw -4595712.278905 + Penalty 5136.794433 = -4590575.484472
  nChanged 0
		SP:Iteration 40F (8605.890000 sec): 3 clusters
  Score: Raw -4595712.278905 + Penalty 5136.794433 = -4590575.484472
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8606.210000 sec): 2 clusters
  Score: Raw -14339023.494785 + Penalty 2851.716528 = -14336171.778257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8606.570000 sec): 3 clusters
  Score: Raw -14275811.723985 + Penalty 5703.433055 = -14270108.290929
  nChanged 46563
		SP:Iteration 1F (8606.930000 sec): 3 clusters
  Score: Raw -14302645.951347 + Penalty 5703.433055 = -14296942.518292
  nChanged 3630
		SP:Iteration 2Q (8607.290000 sec): 3 clusters
  Score: Raw -14303693.061976 + Penalty 5703.433055 = -14297989.628921
  nChanged 3967
		SP:Iteration 3Q (8607.660000 sec): 3 clusters
  Score: Raw -14305057.592536 + Penalty 5703.433055 = -14299354.159481
  nChanged 4632
		SP:Iteration 4Q (8608.030000 sec): 3 clusters
  Score: Raw -14306983.557298 + Penalty 5703.433055 = -14301280.124243
  nChanged 5477
		SP:Iteration 5F (8608.390000 sec): 3 clusters
  Score: Raw -14309759.898947 + Penalty 5703.433055 = -14304056.465891
  nChanged 6098
		SP:Iteration 6F (8608.740000 sec): 3 clusters
  Score: Raw -14313156.440742 + Penalty 5703.433055 = -14307453.007686
  nChanged 6139
		SP:Iteration 7F (8609.100000 sec): 3 clusters
  Score: Raw -14316804.315104 + Penalty 5703.433055 = -14311100.882049
  nChanged 5993
		SP:Iteration 8F (8609.460000 sec): 3 clusters
  Score: Raw -14320500.832078 + Penalty 5703.433055 = -14314797.399022
  nChanged 5244
		SP:Iteration 9F (8609.830000 sec): 3 clusters
  Score: Raw -14323808.598458 + Penalty 5703.433055 = -14318105.165403
  nChanged 4484
		SP:Iteration 10Q (8610.200000 sec): 3 clusters
  Score: Raw -14326861.853521 + Penalty 5703.433055 = -14321158.420466
  nChanged 3853
		SP:Iteration 11Q (8610.560000 sec): 3 clusters
  Score: Raw -14329581.821472 + Penalty 5703.433055 = -14323878.388416
  nChanged 3175
		SP:Iteration 12Q (8610.910000 sec): 3 clusters
  Score: Raw -14331882.134597 + Penalty 5703.433055 = -14326178.701542
  nChanged 2535
		SP:Iteration 13Q (8611.250000 sec): 3 clusters
  Score: Raw -14333686.674300 + Penalty 5703.433055 = -14327983.241245
  nChanged 1936
		SP:Iteration 14Q (8611.570000 sec): 3 clusters
  Score: Raw -14335049.050535 + Penalty 5703.433055 = -14329345.617480
  nChanged 1568
		SP:Iteration 15Q (8611.880000 sec): 3 clusters
  Score: Raw -14336152.344728 + Penalty 5703.433055 = -14330448.911673
  nChanged 1218
		SP:Iteration 16Q (8612.170000 sec): 3 clusters
  Score: Raw -14336996.282352 + Penalty 5703.433055 = -14331292.849297
  nChanged 955
		SP:Iteration 17Q (8612.460000 sec): 3 clusters
  Score: Raw -14337643.986877 + Penalty 5703.433055 = -14331940.553822
  nChanged 715
		SP:Iteration 18Q (8612.740000 sec): 3 clusters
  Score: Raw -14338111.028879 + Penalty 5703.433055 = -14332407.595824
  nChanged 593
		SP:Iteration 19Q (8613.020000 sec): 3 clusters
  Score: Raw -14338482.847107 + Penalty 5703.433055 = -14332779.414051
  nChanged 492
		SP:Iteration 20F (8613.370000 sec): 3 clusters
  Score: Raw -14338779.206153 + Penalty 5703.433055 = -14333075.773098
  nChanged 410
		SP:Iteration 21Q (8613.640000 sec): 3 clusters
  Score: Raw -14339000.399805 + Penalty 5703.433055 = -14333296.966750
  nChanged 347
		SP:Iteration 22Q (8613.910000 sec): 3 clusters
  Score: Raw -14339176.786390 + Penalty 5703.433055 = -14333473.353335
  nChanged 273
		SP:Iteration 23Q (8614.170000 sec): 3 clusters
  Score: Raw -14339288.749225 + Penalty 5703.433055 = -14333585.316170
  nChanged 216
		SP:Iteration 24Q (8614.440000 sec): 3 clusters
  Score: Raw -14339383.998943 + Penalty 5703.433055 = -14333680.565888
  nChanged 185
		SP:Iteration 25Q (8614.710000 sec): 3 clusters
  Score: Raw -14339453.118138 + Penalty 5703.433055 = -14333749.685083
  nChanged 156
		SP:Iteration 26Q (8614.970000 sec): 3 clusters
  Score: Raw -14339508.705923 + Penalty 5703.433055 = -14333805.272868
  nChanged 150
		SP:Iteration 27Q (8615.240000 sec): 3 clusters
  Score: Raw -14339560.867351 + Penalty 5703.433055 = -14333857.434295
  nChanged 116
		SP:Iteration 28Q (8615.500000 sec): 3 clusters
  Score: Raw -14339599.875377 + Penalty 5703.433055 = -14333896.442322
  nChanged 113
		SP:Iteration 29Q (8615.760000 sec): 3 clusters
  Score: Raw -14339635.965520 + Penalty 5703.433055 = -14333932.532465
  nChanged 98
		SP:Iteration 30Q (8616.030000 sec): 3 clusters
  Score: Raw -14339669.841919 + Penalty 5703.433055 = -14333966.408864
  nChanged 86
		SP:Iteration 31Q (8616.290000 sec): 3 clusters
  Score: Raw -14339699.123502 + Penalty 5703.433055 = -14333995.690447
  nChanged 84
		SP:Iteration 32Q (8616.550000 sec): 3 clusters
  Score: Raw -14339723.942044 + Penalty 5703.433055 = -14334020.508988
  nChanged 71
		SP:Iteration 33Q (8616.810000 sec): 3 clusters
  Score: Raw -14339742.593057 + Penalty 5703.433055 = -14334039.160002
  nChanged 53
		SP:Iteration 34Q (8617.080000 sec): 3 clusters
  Score: Raw -14339758.635832 + Penalty 5703.433055 = -14334055.202777
  nChanged 54
		SP:Iteration 35Q (8617.340000 sec): 3 clusters
  Score: Raw -14339772.521873 + Penalty 5703.433055 = -14334069.088818
  nChanged 39
		SP:Iteration 36Q (8617.600000 sec): 3 clusters
  Score: Raw -14339783.167948 + Penalty 5703.433055 = -14334079.734892
  nChanged 37
		SP:Iteration 37Q (8617.860000 sec): 3 clusters
  Score: Raw -14339791.472518 + Penalty 5703.433055 = -14334088.039463
  nChanged 31
		SP:Iteration 38Q (8618.120000 sec): 3 clusters
  Score: Raw -14339798.120960 + Penalty 5703.433055 = -14334094.687905
  nChanged 28
		SP:Iteration 39Q (8618.380000 sec): 3 clusters
  Score: Raw -14339805.582755 + Penalty 5703.433055 = -14334102.149700
  nChanged 27
		SP:Iteration 40F (8618.730000 sec): 3 clusters
  Score: Raw -14339811.124812 + Penalty 5703.433055 = -14334107.691756
  nChanged 22
		SP:Iteration 41Q (8618.990000 sec): 3 clusters
  Score: Raw -14339815.574630 + Penalty 5703.433055 = -14334112.141575
  nChanged 23
		SP:Iteration 42Q (8619.250000 sec): 3 clusters
  Score: Raw -14339819.785102 + Penalty 5703.433055 = -14334116.352047
  nChanged 12
		SP:Iteration 43Q (8619.510000 sec): 3 clusters
  Score: Raw -14339822.248392 + Penalty 5703.433055 = -14334118.815337
  nChanged 11
		SP:Iteration 44Q (8619.770000 sec): 3 clusters
  Score: Raw -14339825.003833 + Penalty 5703.433055 = -14334121.570778
  nChanged 13
		SP:Iteration 45Q (8620.030000 sec): 3 clusters
  Score: Raw -14339827.577562 + Penalty 5703.433055 = -14334124.144507
  nChanged 16
		SP:Iteration 46Q (8620.290000 sec): 3 clusters
  Score: Raw -14339831.655601 + Penalty 5703.433055 = -14334128.222546
  nChanged 24
		SP:Iteration 47Q (8620.550000 sec): 3 clusters
  Score: Raw -14339836.185791 + Penalty 5703.433055 = -14334132.752736
  nChanged 11
		SP:Iteration 48Q (8620.810000 sec): 3 clusters
  Score: Raw -14339838.409020 + Penalty 5703.433055 = -14334134.975964
  nChanged 11
		SP:Iteration 49Q (8621.070000 sec): 3 clusters
  Score: Raw -14339841.319578 + Penalty 5703.433055 = -14334137.886523
  nChanged 11
		SP:Iteration 50Q (8621.330000 sec): 3 clusters
  Score: Raw -14339844.448240 + Penalty 5703.433055 = -14334141.015185
  nChanged 12
		SP:Iteration 51Q (8621.590000 sec): 3 clusters
  Score: Raw -14339846.342668 + Penalty 5703.433055 = -14334142.909613
  nChanged 14
		SP:Iteration 52Q (8621.850000 sec): 3 clusters
  Score: Raw -14339851.225659 + Penalty 5703.433055 = -14334147.792604
  nChanged 18
		SP:Iteration 53Q (8622.110000 sec): 3 clusters
  Score: Raw -14339854.537404 + Penalty 5703.433055 = -14334151.104349
  nChanged 11
		SP:Iteration 54Q (8622.370000 sec): 3 clusters
  Score: Raw -14339857.185341 + Penalty 5703.433055 = -14334153.752286
  nChanged 13
		SP:Iteration 55Q (8622.630000 sec): 3 clusters
  Score: Raw -14339859.575232 + Penalty 5703.433055 = -14334156.142177
  nChanged 9
		SP:Iteration 56Q (8622.890000 sec): 3 clusters
  Score: Raw -14339861.281913 + Penalty 5703.433055 = -14334157.848858
  nChanged 10
		SP:Iteration 57Q (8623.150000 sec): 3 clusters
  Score: Raw -14339863.416949 + Penalty 5703.433055 = -14334159.983894
  nChanged 10
		SP:Iteration 58Q (8623.410000 sec): 3 clusters
  Score: Raw -14339865.937296 + Penalty 5703.433055 = -14334162.504241
  nChanged 11
		SP:Iteration 59Q (8623.670000 sec): 3 clusters
  Score: Raw -14339867.824455 + Penalty 5703.433055 = -14334164.391400
  nChanged 9
		SP:Iteration 60F (8624.020000 sec): 3 clusters
  Score: Raw -14339870.297577 + Penalty 5703.433055 = -14334166.864522
  nChanged 7
		SP:Iteration 61Q (8624.280000 sec): 3 clusters
  Score: Raw -14339873.332104 + Penalty 5703.433055 = -14334169.899048
  nChanged 12
		SP:Iteration 62Q (8624.540000 sec): 3 clusters
  Score: Raw -14339875.935633 + Penalty 5703.433055 = -14334172.502578
  nChanged 12
		SP:Iteration 63Q (8624.810000 sec): 3 clusters
  Score: Raw -14339877.866255 + Penalty 5703.433055 = -14334174.433200
  nChanged 9
		SP:Iteration 64Q (8625.070000 sec): 3 clusters
  Score: Raw -14339880.212612 + Penalty 5703.433055 = -14334176.779557
  nChanged 9
		SP:Iteration 65Q (8625.330000 sec): 3 clusters
  Score: Raw -14339883.188916 + Penalty 5703.433055 = -14334179.755861
  nChanged 11
		SP:Iteration 66Q (8625.590000 sec): 3 clusters
  Score: Raw -14339885.338490 + Penalty 5703.433055 = -14334181.905435
  nChanged 6
		SP:Iteration 67Q (8625.860000 sec): 3 clusters
  Score: Raw -14339886.582058 + Penalty 5703.433055 = -14334183.149003
  nChanged 10
		SP:Iteration 68Q (8626.130000 sec): 3 clusters
  Score: Raw -14339888.964068 + Penalty 5703.433055 = -14334185.531013
  nChanged 3
		SP:Iteration 69Q (8626.380000 sec): 3 clusters
  Score: Raw -14339889.903827 + Penalty 5703.433055 = -14334186.470772
  nChanged 6
		SP:Iteration 70Q (8626.650000 sec): 3 clusters
  Score: Raw -14339891.143667 + Penalty 5703.433055 = -14334187.710612
  nChanged 4
		SP:Iteration 71Q (8626.910000 sec): 3 clusters
  Score: Raw -14339891.732183 + Penalty 5703.433055 = -14334188.299127
  nChanged 2
		SP:Iteration 72Q (8627.170000 sec): 3 clusters
  Score: Raw -14339892.018494 + Penalty 5703.433055 = -14334188.585439
  nChanged 1
		SP:Iteration 73Q (8627.440000 sec): 3 clusters
  Score: Raw -14339892.356438 + Penalty 5703.433055 = -14334188.923382
  nChanged 1
		SP:Iteration 74Q (8627.700000 sec): 3 clusters
  Score: Raw -14339892.652568 + Penalty 5703.433055 = -14334189.219512
  nChanged 3
		SP:Iteration 75Q (8627.960000 sec): 3 clusters
  Score: Raw -14339893.271260 + Penalty 5703.433055 = -14334189.838205
  nChanged 2
		SP:Iteration 76Q (8628.230000 sec): 3 clusters
  Score: Raw -14339894.430791 + Penalty 5703.433055 = -14334190.997736
  nChanged 5
		SP:Iteration 77Q (8628.490000 sec): 3 clusters
  Score: Raw -14339896.042511 + Penalty 5703.433055 = -14334192.609456
  nChanged 4
		SP:Iteration 78Q (8628.750000 sec): 3 clusters
  Score: Raw -14339896.769154 + Penalty 5703.433055 = -14334193.336098
  nChanged 3
		SP:Iteration 79Q (8629.010000 sec): 3 clusters
  Score: Raw -14339897.136433 + Penalty 5703.433055 = -14334193.703378
  nChanged 2
		SP:Iteration 80F (8629.370000 sec): 3 clusters
  Score: Raw -14339897.785258 + Penalty 5703.433055 = -14334194.352203
  nChanged 3
		SP:Iteration 81Q (8629.640000 sec): 3 clusters
  Score: Raw -14339898.408915 + Penalty 5703.433055 = -14334194.975860
  nChanged 3
		SP:Iteration 82Q (8629.900000 sec): 3 clusters
  Score: Raw -14339898.726928 + Penalty 5703.433055 = -14334195.293873
  nChanged 2
		SP:Iteration 83Q (8630.170000 sec): 3 clusters
  Score: Raw -14339899.071412 + Penalty 5703.433055 = -14334195.638356
  nChanged 2
		SP:Iteration 84Q (8630.430000 sec): 3 clusters
  Score: Raw -14339899.231520 + Penalty 5703.433055 = -14334195.798465
  nChanged 3
		SP:Iteration 85Q (8630.690000 sec): 3 clusters
  Score: Raw -14339899.613392 + Penalty 5703.433055 = -14334196.180337
  nChanged 3
		SP:Iteration 86Q (8630.960000 sec): 3 clusters
  Score: Raw -14339900.024877 + Penalty 5703.433055 = -14334196.591822
  nChanged 3
		SP:Iteration 87Q (8631.220000 sec): 3 clusters
  Score: Raw -14339900.628882 + Penalty 5703.433055 = -14334197.195827
  nChanged 1
		SP:Iteration 88Q (8631.490000 sec): 3 clusters
  Score: Raw -14339900.746815 + Penalty 5703.433055 = -14334197.313760
  nChanged 0
		SP:Iteration 89F (8631.850000 sec): 3 clusters
  Score: Raw -14339900.746815 + Penalty 5703.433055 = -14334197.313760
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8631.980000 sec): 2 clusters
  Score: Raw -5651717.706007 + Penalty 2605.046030 = -5649112.659977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8632.120000 sec): 3 clusters
  Score: Raw -5629487.393411 + Penalty 5210.092060 = -5624277.301351
  nChanged 16538
		SP:Iteration 1F (8632.250000 sec): 3 clusters
  Score: Raw -5638441.093932 + Penalty 5210.092060 = -5633231.001871
  nChanged 1612
		SP:Iteration 2Q (8632.390000 sec): 3 clusters
  Score: Raw -5638923.754111 + Penalty 5210.092060 = -5633713.662050
  nChanged 1412
		SP:Iteration 3Q (8632.530000 sec): 3 clusters
  Score: Raw -5639359.996841 + Penalty 5210.092060 = -5634149.904781
  nChanged 1362
		SP:Iteration 4Q (8632.660000 sec): 3 clusters
  Score: Raw -5639809.926694 + Penalty 5210.092060 = -5634599.834634
  nChanged 1387
		SP:Iteration 5Q (8632.800000 sec): 3 clusters
  Score: Raw -5640326.116530 + Penalty 5210.092060 = -5635116.024469
  nChanged 1419
		SP:Iteration 6Q (8632.930000 sec): 3 clusters
  Score: Raw -5640942.181279 + Penalty 5210.092060 = -5635732.089219
  nChanged 1610
		SP:Iteration 7Q (8633.070000 sec): 3 clusters
  Score: Raw -5641795.178242 + Penalty 5210.092060 = -5636585.086182
  nChanged 1891
		SP:Iteration 8F (8633.210000 sec): 3 clusters
  Score: Raw -5642975.523426 + Penalty 5210.092060 = -5637765.431365
  nChanged 2135
		SP:Iteration 9F (8633.340000 sec): 3 clusters
  Score: Raw -5644520.872899 + Penalty 5210.092060 = -5639310.780839
  nChanged 2235
		SP:Iteration 10F (8633.470000 sec): 3 clusters
  Score: Raw -5646249.447148 + Penalty 5210.092060 = -5641039.355088
  nChanged 2175
		SP:Iteration 11F (8633.610000 sec): 3 clusters
  Score: Raw -5648045.065111 + Penalty 5210.092060 = -5642834.973051
  nChanged 1862
		SP:Iteration 12F (8633.740000 sec): 3 clusters
  Score: Raw -5649616.656866 + Penalty 5210.092060 = -5644406.564806
  nChanged 1284
		SP:Iteration 13Q (8633.850000 sec): 3 clusters
  Score: Raw -5650682.451671 + Penalty 5210.092060 = -5645472.359610
  nChanged 709
		SP:Iteration 14Q (8633.960000 sec): 3 clusters
  Score: Raw -5651227.230249 + Penalty 5210.092060 = -5646017.138188
  nChanged 379
		SP:Iteration 15Q (8634.070000 sec): 3 clusters
  Score: Raw -5651541.207093 + Penalty 5210.092060 = -5646331.115032
  nChanged 224
		SP:Iteration 16Q (8634.170000 sec): 3 clusters
  Score: Raw -5651731.694070 + Penalty 5210.092060 = -5646521.602010
  nChanged 139
		SP:Iteration 17Q (8634.270000 sec): 3 clusters
  Score: Raw -5651842.725847 + Penalty 5210.092060 = -5646632.633786
  nChanged 84
		SP:Iteration 18Q (8634.360000 sec): 3 clusters
  Score: Raw -5651909.262901 + Penalty 5210.092060 = -5646699.170840
  nChanged 44
		SP:Iteration 19Q (8634.450000 sec): 3 clusters
  Score: Raw -5651942.282982 + Penalty 5210.092060 = -5646732.190922
  nChanged 35
		SP:Iteration 20F (8634.590000 sec): 3 clusters
  Score: Raw -5651980.186626 + Penalty 5210.092060 = -5646770.094565
  nChanged 24
		SP:Iteration 21Q (8634.680000 sec): 3 clusters
  Score: Raw -5652004.361936 + Penalty 5210.092060 = -5646794.269875
  nChanged 19
		SP:Iteration 22Q (8634.770000 sec): 3 clusters
  Score: Raw -5652019.242404 + Penalty 5210.092060 = -5646809.150343
  nChanged 14
		SP:Iteration 23Q (8634.860000 sec): 3 clusters
  Score: Raw -5652030.266318 + Penalty 5210.092060 = -5646820.174258
  nChanged 12
		SP:Iteration 24Q (8634.950000 sec): 3 clusters
  Score: Raw -5652042.184714 + Penalty 5210.092060 = -5646832.092654
  nChanged 9
		SP:Iteration 25Q (8635.040000 sec): 3 clusters
  Score: Raw -5652048.839113 + Penalty 5210.092060 = -5646838.747053
  nChanged 6
		SP:Iteration 26Q (8635.130000 sec): 3 clusters
  Score: Raw -5652054.444652 + Penalty 5210.092060 = -5646844.352592
  nChanged 5
		SP:Iteration 27Q (8635.230000 sec): 3 clusters
  Score: Raw -5652058.357131 + Penalty 5210.092060 = -5646848.265070
  nChanged 5
		SP:Iteration 28Q (8635.310000 sec): 3 clusters
  Score: Raw -5652062.784878 + Penalty 5210.092060 = -5646852.692818
  nChanged 4
		SP:Iteration 29Q (8635.410000 sec): 3 clusters
  Score: Raw -5652066.163243 + Penalty 5210.092060 = -5646856.071183
  nChanged 0
		SP:Iteration 30F (8635.540000 sec): 3 clusters
  Score: Raw -5652066.163243 + Penalty 5210.092060 = -5646856.071183
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8635.860000 sec): 2 clusters
  Score: Raw -14570628.045756 + Penalty 2851.799513 = -14567776.246243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8636.230000 sec): 3 clusters
  Score: Raw -14507459.639684 + Penalty 5703.599026 = -14501756.040658
  nChanged 46767
		SP:Iteration 1F (8636.600000 sec): 3 clusters
  Score: Raw -14534264.046476 + Penalty 5703.599026 = -14528560.447449
  nChanged 3725
		SP:Iteration 2Q (8636.980000 sec): 3 clusters
  Score: Raw -14535406.673586 + Penalty 5703.599026 = -14529703.074559
  nChanged 4399
		SP:Iteration 3Q (8637.350000 sec): 3 clusters
  Score: Raw -14537142.740354 + Penalty 5703.599026 = -14531439.141327
  nChanged 5645
		SP:Iteration 4F (8637.710000 sec): 3 clusters
  Score: Raw -14540086.777781 + Penalty 5703.599026 = -14534383.178754
  nChanged 7116
		SP:Iteration 5F (8638.070000 sec): 3 clusters
  Score: Raw -14544829.776756 + Penalty 5703.599026 = -14539126.177729
  nChanged 8057
		SP:Iteration 6F (8638.440000 sec): 3 clusters
  Score: Raw -14551152.246386 + Penalty 5703.599026 = -14545448.647359
  nChanged 7712
		SP:Iteration 7F (8638.810000 sec): 3 clusters
  Score: Raw -14557661.095999 + Penalty 5703.599026 = -14551957.496973
  nChanged 6112
		SP:Iteration 8F (8639.170000 sec): 3 clusters
  Score: Raw -14562974.002759 + Penalty 5703.599026 = -14557270.403733
  nChanged 4100
		SP:Iteration 9Q (8639.540000 sec): 3 clusters
  Score: Raw -14566494.711574 + Penalty 5703.599026 = -14560791.112547
  nChanged 2471
		SP:Iteration 10Q (8639.900000 sec): 3 clusters
  Score: Raw -14568675.453657 + Penalty 5703.599026 = -14562971.854630
  nChanged 1302
		SP:Iteration 11Q (8640.230000 sec): 3 clusters
  Score: Raw -14569857.910194 + Penalty 5703.599026 = -14564154.311167
  nChanged 642
		SP:Iteration 12Q (8640.530000 sec): 3 clusters
  Score: Raw -14570494.844469 + Penalty 5703.599026 = -14564791.245443
  nChanged 320
		SP:Iteration 13Q (8640.820000 sec): 3 clusters
  Score: Raw -14570786.757800 + Penalty 5703.599026 = -14565083.158774
  nChanged 189
		SP:Iteration 14Q (8641.090000 sec): 3 clusters
  Score: Raw -14570945.253767 + Penalty 5703.599026 = -14565241.654741
  nChanged 104
		SP:Iteration 15Q (8641.350000 sec): 3 clusters
  Score: Raw -14571021.779215 + Penalty 5703.599026 = -14565318.180189
  nChanged 60
		SP:Iteration 16Q (8641.620000 sec): 3 clusters
  Score: Raw -14571065.626552 + Penalty 5703.599026 = -14565362.027526
  nChanged 44
		SP:Iteration 17Q (8641.880000 sec): 3 clusters
  Score: Raw -14571091.898794 + Penalty 5703.599026 = -14565388.299768
  nChanged 23
		SP:Iteration 18Q (8642.140000 sec): 3 clusters
  Score: Raw -14571107.335893 + Penalty 5703.599026 = -14565403.736866
  nChanged 27
		SP:Iteration 19Q (8642.410000 sec): 3 clusters
  Score: Raw -14571120.259586 + Penalty 5703.599026 = -14565416.660559
  nChanged 11
		SP:Iteration 20F (8642.760000 sec): 3 clusters
  Score: Raw -14571126.421567 + Penalty 5703.599026 = -14565422.822541
  nChanged 6
		SP:Iteration 21Q (8643.020000 sec): 3 clusters
  Score: Raw -14571130.291689 + Penalty 5703.599026 = -14565426.692662
  nChanged 6
		SP:Iteration 22Q (8643.280000 sec): 3 clusters
  Score: Raw -14571133.623429 + Penalty 5703.599026 = -14565430.024403
  nChanged 8
		SP:Iteration 23Q (8643.550000 sec): 3 clusters
  Score: Raw -14571138.963341 + Penalty 5703.599026 = -14565435.364314
  nChanged 4
		SP:Iteration 24Q (8643.810000 sec): 3 clusters
  Score: Raw -14571142.237282 + Penalty 5703.599026 = -14565438.638256
  nChanged 4
		SP:Iteration 25Q (8644.060000 sec): 3 clusters
  Score: Raw -14571143.690638 + Penalty 5703.599026 = -14565440.091612
  nChanged 4
		SP:Iteration 26Q (8644.310000 sec): 3 clusters
  Score: Raw -14571145.765479 + Penalty 5703.599026 = -14565442.166453
  nChanged 3
		SP:Iteration 27Q (8644.570000 sec): 3 clusters
  Score: Raw -14571148.112063 + Penalty 5703.599026 = -14565444.513037
  nChanged 3
		SP:Iteration 28Q (8644.830000 sec): 3 clusters
  Score: Raw -14571150.209796 + Penalty 5703.599026 = -14565446.610769
  nChanged 3
		SP:Iteration 29Q (8645.090000 sec): 3 clusters
  Score: Raw -14571151.923637 + Penalty 5703.599026 = -14565448.324611
  nChanged 3
		SP:Iteration 30Q (8645.350000 sec): 3 clusters
  Score: Raw -14571153.698967 + Penalty 5703.599026 = -14565450.099941
  nChanged 3
		SP:Iteration 31Q (8645.610000 sec): 3 clusters
  Score: Raw -14571155.928790 + Penalty 5703.599026 = -14565452.329763
  nChanged 6
		SP:Iteration 32Q (8645.870000 sec): 3 clusters
  Score: Raw -14571158.531318 + Penalty 5703.599026 = -14565454.932291
  nChanged 4
		SP:Iteration 33Q (8646.130000 sec): 3 clusters
  Score: Raw -14571161.009527 + Penalty 5703.599026 = -14565457.410500
  nChanged 5
		SP:Iteration 34Q (8646.390000 sec): 3 clusters
  Score: Raw -14571164.736634 + Penalty 5703.599026 = -14565461.137607
  nChanged 7
		SP:Iteration 35Q (8646.650000 sec): 3 clusters
  Score: Raw -14571168.086575 + Penalty 5703.599026 = -14565464.487549
  nChanged 7
		SP:Iteration 36Q (8646.910000 sec): 3 clusters
  Score: Raw -14571172.766181 + Penalty 5703.599026 = -14565469.167154
  nChanged 5
		SP:Iteration 37Q (8647.180000 sec): 3 clusters
  Score: Raw -14571175.907906 + Penalty 5703.599026 = -14565472.308879
  nChanged 5
		SP:Iteration 38Q (8647.440000 sec): 3 clusters
  Score: Raw -14571178.638211 + Penalty 5703.599026 = -14565475.039185
  nChanged 3
		SP:Iteration 39Q (8647.700000 sec): 3 clusters
  Score: Raw -14571179.975569 + Penalty 5703.599026 = -14565476.376543
  nChanged 3
		SP:Iteration 40F (8648.060000 sec): 3 clusters
  Score: Raw -14571180.760744 + Penalty 5703.599026 = -14565477.161718
  nChanged 1
		SP:Iteration 41Q (8648.320000 sec): 3 clusters
  Score: Raw -14571181.544613 + Penalty 5703.599026 = -14565477.945586
  nChanged 2
		SP:Iteration 42Q (8648.580000 sec): 3 clusters
  Score: Raw -14571182.181317 + Penalty 5703.599026 = -14565478.582290
  nChanged 1
		SP:Iteration 43Q (8648.850000 sec): 3 clusters
  Score: Raw -14571182.696671 + Penalty 5703.599026 = -14565479.097645
  nChanged 2
		SP:Iteration 44Q (8649.110000 sec): 3 clusters
  Score: Raw -14571183.842519 + Penalty 5703.599026 = -14565480.243492
  nChanged 0
		SP:Iteration 45F (8649.460000 sec): 3 clusters
  Score: Raw -14571183.842519 + Penalty 5703.599026 = -14565480.243492
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8649.510000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8649.510000 sec): 3 clusters
  Score: Raw -22168.098003 + Penalty 2547.356025 = -19620.741978
  nChanged 8
		SP:Iteration 1Q (8649.510000 sec): 3 clusters
  Score: Raw -22214.969133 + Penalty 2547.356025 = -19667.613108
  nChanged 4
		SP:Iteration 2Q (8649.510000 sec): 3 clusters
  Score: Raw -22236.807643 + Penalty 2547.356025 = -19689.451618
  nChanged 1
		SP:Iteration 3Q (8649.510000 sec): 3 clusters
  Score: Raw -22244.389392 + Penalty 2547.356025 = -19697.033367
  nChanged 2
		SP:Iteration 4Q (8649.510000 sec): 3 clusters
  Score: Raw -22265.493340 + Penalty 2547.356025 = -19718.137316
  nChanged 3
		SP:Iteration 5Q (8649.510000 sec): 3 clusters
  Score: Raw -22289.297305 + Penalty 2547.356025 = -19741.941281
  nChanged 1
		SP:Iteration 6Q (8649.510000 sec): 3 clusters
  Score: Raw -22298.456302 + Penalty 2547.356025 = -19751.100278
  nChanged 1
		SP:Iteration 7Q (8649.510000 sec): 3 clusters
  Score: Raw -22305.566201 + Penalty 2547.356025 = -19758.210176
  nChanged 0
		SP:Iteration 8F (8649.510000 sec): 3 clusters
  Score: Raw -22305.566201 + Penalty 2547.356025 = -19758.210176
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8649.680000 sec): 2 clusters
  Score: Raw -7501479.168344 + Penalty 2688.609636 = -7498790.558708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8649.870000 sec): 3 clusters
  Score: Raw -7469704.503943 + Penalty 5377.219272 = -7464327.284671
  nChanged 23686
		SP:Iteration 1F (8650.060000 sec): 3 clusters
  Score: Raw -7482916.001551 + Penalty 5377.219272 = -7477538.782279
  nChanged 2040
		SP:Iteration 2Q (8650.250000 sec): 3 clusters
  Score: Raw -7483449.483684 + Penalty 5377.219272 = -7478072.264412
  nChanged 1835
		SP:Iteration 3Q (8650.440000 sec): 3 clusters
  Score: Raw -7483920.677789 + Penalty 5377.219272 = -7478543.458517
  nChanged 1760
		SP:Iteration 4Q (8650.640000 sec): 3 clusters
  Score: Raw -7484383.889441 + Penalty 5377.219272 = -7479006.670169
  nChanged 1687
		SP:Iteration 5Q (8650.830000 sec): 3 clusters
  Score: Raw -7484860.685943 + Penalty 5377.219272 = -7479483.466671
  nChanged 1671
		SP:Iteration 6Q (8651.020000 sec): 3 clusters
  Score: Raw -7485388.994103 + Penalty 5377.219272 = -7480011.774831
  nChanged 1784
		SP:Iteration 7Q (8651.210000 sec): 3 clusters
  Score: Raw -7486069.477179 + Penalty 5377.219272 = -7480692.257907
  nChanged 1958
		SP:Iteration 8Q (8651.400000 sec): 3 clusters
  Score: Raw -7486935.697862 + Penalty 5377.219272 = -7481558.478590
  nChanged 2184
		SP:Iteration 9Q (8651.600000 sec): 3 clusters
  Score: Raw -7488039.390973 + Penalty 5377.219272 = -7482662.171701
  nChanged 2370
		SP:Iteration 10Q (8651.790000 sec): 3 clusters
  Score: Raw -7489371.093301 + Penalty 5377.219272 = -7483993.874029
  nChanged 2510
		SP:Iteration 11Q (8651.980000 sec): 3 clusters
  Score: Raw -7490903.642262 + Penalty 5377.219272 = -7485526.422990
  nChanged 2475
		SP:Iteration 12Q (8652.170000 sec): 3 clusters
  Score: Raw -7492415.246428 + Penalty 5377.219272 = -7487038.027156
  nChanged 2215
		SP:Iteration 13Q (8652.360000 sec): 3 clusters
  Score: Raw -7493524.180831 + Penalty 5377.219272 = -7488146.961559
  nChanged 1681
		SP:Iteration 14Q (8652.540000 sec): 3 clusters
  Score: Raw -7494215.092888 + Penalty 5377.219272 = -7488837.873616
  nChanged 1307
		SP:Iteration 15Q (8652.720000 sec): 3 clusters
  Score: Raw -7494686.537870 + Penalty 5377.219272 = -7489309.318598
  nChanged 1106
		SP:Iteration 16Q (8652.890000 sec): 3 clusters
  Score: Raw -7495077.973389 + Penalty 5377.219272 = -7489700.754117
  nChanged 997
		SP:Iteration 17Q (8653.060000 sec): 3 clusters
  Score: Raw -7495461.868742 + Penalty 5377.219272 = -7490084.649470
  nChanged 1025
		SP:Iteration 18Q (8653.230000 sec): 3 clusters
  Score: Raw -7495855.833530 + Penalty 5377.219272 = -7490478.614258
  nChanged 986
		SP:Iteration 19Q (8653.400000 sec): 3 clusters
  Score: Raw -7496271.336403 + Penalty 5377.219272 = -7490894.117131
  nChanged 986
		SP:Iteration 20F (8653.590000 sec): 3 clusters
  Score: Raw -7496718.124488 + Penalty 5377.219272 = -7491340.905216
  nChanged 985
		SP:Iteration 21Q (8653.750000 sec): 3 clusters
  Score: Raw -7497207.623795 + Penalty 5377.219272 = -7491830.404523
  nChanged 1019
		SP:Iteration 22Q (8653.910000 sec): 3 clusters
  Score: Raw -7497746.080628 + Penalty 5377.219272 = -7492368.861356
  nChanged 999
		SP:Iteration 23Q (8654.070000 sec): 3 clusters
  Score: Raw -7498320.734335 + Penalty 5377.219272 = -7492943.515063
  nChanged 943
		SP:Iteration 24Q (8654.220000 sec): 3 clusters
  Score: Raw -7498889.932936 + Penalty 5377.219272 = -7493512.713664
  nChanged 850
		SP:Iteration 25Q (8654.380000 sec): 3 clusters
  Score: Raw -7499430.034113 + Penalty 5377.219272 = -7494052.814841
  nChanged 770
		SP:Iteration 26Q (8654.520000 sec): 3 clusters
  Score: Raw -7499930.079153 + Penalty 5377.219272 = -7494552.859881
  nChanged 651
		SP:Iteration 27Q (8654.670000 sec): 3 clusters
  Score: Raw -7500353.462462 + Penalty 5377.219272 = -7494976.243190
  nChanged 527
		SP:Iteration 28Q (8654.810000 sec): 3 clusters
  Score: Raw -7500724.173332 + Penalty 5377.219272 = -7495346.954060
  nChanged 382
		SP:Iteration 29Q (8654.950000 sec): 3 clusters
  Score: Raw -7500991.927707 + Penalty 5377.219272 = -7495614.708435
  nChanged 273
		SP:Iteration 30Q (8655.090000 sec): 3 clusters
  Score: Raw -7501181.207575 + Penalty 5377.219272 = -7495803.988303
  nChanged 200
		SP:Iteration 31Q (8655.220000 sec): 3 clusters
  Score: Raw -7501331.544286 + Penalty 5377.219272 = -7495954.325014
  nChanged 174
		SP:Iteration 32Q (8655.360000 sec): 3 clusters
  Score: Raw -7501466.397226 + Penalty 5377.219272 = -7496089.177954
  nChanged 113
		SP:Iteration 33Q (8655.490000 sec): 3 clusters
  Score: Raw -7501552.460752 + Penalty 5377.219272 = -7496175.241480
  nChanged 63
		SP:Iteration 34Q (8655.620000 sec): 3 clusters
  Score: Raw -7501604.272284 + Penalty 5377.219272 = -7496227.053012
  nChanged 51
		SP:Iteration 35Q (8655.760000 sec): 3 clusters
  Score: Raw -7501646.521894 + Penalty 5377.219272 = -7496269.302622
  nChanged 36
		SP:Iteration 36Q (8655.900000 sec): 3 clusters
  Score: Raw -7501675.994176 + Penalty 5377.219272 = -7496298.774904
  nChanged 33
		SP:Iteration 37Q (8656.030000 sec): 3 clusters
  Score: Raw -7501706.369239 + Penalty 5377.219272 = -7496329.149967
  nChanged 26
		SP:Iteration 38Q (8656.160000 sec): 3 clusters
  Score: Raw -7501732.279565 + Penalty 5377.219272 = -7496355.060293
  nChanged 19
		SP:Iteration 39Q (8656.290000 sec): 3 clusters
  Score: Raw -7501747.942328 + Penalty 5377.219272 = -7496370.723056
  nChanged 12
		SP:Iteration 40F (8656.470000 sec): 3 clusters
  Score: Raw -7501758.210813 + Penalty 5377.219272 = -7496380.991541
  nChanged 5
		SP:Iteration 41Q (8656.600000 sec): 3 clusters
  Score: Raw -7501761.303035 + Penalty 5377.219272 = -7496384.083763
  nChanged 2
		SP:Iteration 42Q (8656.730000 sec): 3 clusters
  Score: Raw -7501762.864715 + Penalty 5377.219272 = -7496385.645443
  nChanged 3
		SP:Iteration 43Q (8656.860000 sec): 3 clusters
  Score: Raw -7501765.116705 + Penalty 5377.219272 = -7496387.897433
  nChanged 5
		SP:Iteration 44Q (8656.990000 sec): 3 clusters
  Score: Raw -7501771.769014 + Penalty 5377.219272 = -7496394.549742
  nChanged 6
		SP:Iteration 45Q (8657.120000 sec): 3 clusters
  Score: Raw -7501778.952089 + Penalty 5377.219272 = -7496401.732817
  nChanged 5
		SP:Iteration 46Q (8657.240000 sec): 3 clusters
  Score: Raw -7501783.815686 + Penalty 5377.219272 = -7496406.596414
  nChanged 3
		SP:Iteration 47Q (8657.370000 sec): 3 clusters
  Score: Raw -7501786.412617 + Penalty 5377.219272 = -7496409.193345
  nChanged 4
		SP:Iteration 48Q (8657.500000 sec): 3 clusters
  Score: Raw -7501790.278982 + Penalty 5377.219272 = -7496413.059710
  nChanged 7
		SP:Iteration 49Q (8657.630000 sec): 3 clusters
  Score: Raw -7501796.500405 + Penalty 5377.219272 = -7496419.281133
  nChanged 5
		SP:Iteration 50Q (8657.760000 sec): 3 clusters
  Score: Raw -7501799.792336 + Penalty 5377.219272 = -7496422.573064
  nChanged 1
		SP:Iteration 51Q (8657.890000 sec): 3 clusters
  Score: Raw -7501800.519223 + Penalty 5377.219272 = -7496423.299951
  nChanged 3
		SP:Iteration 52Q (8658.020000 sec): 3 clusters
  Score: Raw -7501802.751342 + Penalty 5377.219272 = -7496425.532070
  nChanged 5
		SP:Iteration 53Q (8658.160000 sec): 3 clusters
  Score: Raw -7501805.887417 + Penalty 5377.219272 = -7496428.668145
  nChanged 3
		SP:Iteration 54Q (8658.300000 sec): 3 clusters
  Score: Raw -7501807.638066 + Penalty 5377.219272 = -7496430.418794
  nChanged 2
		SP:Iteration 55Q (8658.440000 sec): 3 clusters
  Score: Raw -7501810.097307 + Penalty 5377.219272 = -7496432.878035
  nChanged 0
		SP:Iteration 56F (8658.620000 sec): 3 clusters
  Score: Raw -7501810.097307 + Penalty 5377.219272 = -7496432.878035
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8658.650000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8658.650000 sec): 3 clusters
  Score: Raw -76037.979240 + Penalty 3043.240186 = -72994.739054
  nChanged 112
		SP:Iteration 1F (8658.650000 sec): 3 clusters
  Score: Raw -76365.232721 + Penalty 3043.240186 = -73321.992535
  nChanged 47
		SP:Iteration 2F (8658.650000 sec): 3 clusters
  Score: Raw -76519.797325 + Penalty 3043.240186 = -73476.557139
  nChanged 31
		SP:Iteration 3F (8658.660000 sec): 3 clusters
  Score: Raw -76699.297206 + Penalty 3043.240186 = -73656.057020
  nChanged 18
		SP:Iteration 4Q (8658.660000 sec): 3 clusters
  Score: Raw -76848.087164 + Penalty 3043.240186 = -73804.846978
  nChanged 11
		SP:Iteration 5Q (8658.660000 sec): 3 clusters
  Score: Raw -76911.422874 + Penalty 3043.240186 = -73868.182688
  nChanged 2
		SP:Iteration 6Q (8658.660000 sec): 3 clusters
  Score: Raw -76922.325377 + Penalty 3043.240186 = -73879.085191
  nChanged 1
		SP:Iteration 7Q (8658.660000 sec): 3 clusters
  Score: Raw -76923.915824 + Penalty 3043.240186 = -73880.675638
  nChanged 0
		SP:Iteration 8F (8658.660000 sec): 3 clusters
  Score: Raw -76923.915824 + Penalty 3043.240186 = -73880.675638
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8658.660000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8658.660000 sec): 3 clusters
  Score: Raw -68268.770836 + Penalty 3055.958832 = -65212.812004
  nChanged 76
		SP:Iteration 1F (8658.670000 sec): 3 clusters
  Score: Raw -68417.859697 + Penalty 3055.958832 = -65361.900865
  nChanged 17
		SP:Iteration 2Q (8658.670000 sec): 3 clusters
  Score: Raw -68459.917727 + Penalty 3055.958832 = -65403.958896
  nChanged 10
		SP:Iteration 3Q (8658.670000 sec): 3 clusters
  Score: Raw -68486.708473 + Penalty 3055.958832 = -65430.749641
  nChanged 9
		SP:Iteration 4Q (8658.670000 sec): 3 clusters
  Score: Raw -68511.252259 + Penalty 3055.958832 = -65455.293427
  nChanged 7
		SP:Iteration 5Q (8658.670000 sec): 3 clusters
  Score: Raw -68529.152656 + Penalty 3055.958832 = -65473.193825
  nChanged 5
		SP:Iteration 6Q (8658.680000 sec): 3 clusters
  Score: Raw -68546.891647 + Penalty 3055.958832 = -65490.932815
  nChanged 3
		SP:Iteration 7Q (8658.680000 sec): 3 clusters
  Score: Raw -68555.697852 + Penalty 3055.958832 = -65499.739021
  nChanged 4
		SP:Iteration 8Q (8658.680000 sec): 3 clusters
  Score: Raw -68568.920654 + Penalty 3055.958832 = -65512.961822
  nChanged 3
		SP:Iteration 9Q (8658.680000 sec): 3 clusters
  Score: Raw -68576.855528 + Penalty 3055.958832 = -65520.896697
  nChanged 1
		SP:Iteration 10Q (8658.680000 sec): 3 clusters
  Score: Raw -68583.446782 + Penalty 3055.958832 = -65527.487950
  nChanged 1
		SP:Iteration 11Q (8658.680000 sec): 3 clusters
  Score: Raw -68586.523069 + Penalty 3055.958832 = -65530.564238
  nChanged 1
		SP:Iteration 12Q (8658.680000 sec): 3 clusters
  Score: Raw -68587.615747 + Penalty 3055.958832 = -65531.656916
  nChanged 0
		SP:Iteration 13F (8658.690000 sec): 3 clusters
  Score: Raw -68587.615747 + Penalty 3055.958832 = -65531.656916
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (267931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8659.600000 sec): 2 clusters
  Score: Raw -39649162.005962 + Penalty 3099.624221 = -39646062.381741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8660.590000 sec): 3 clusters
  Score: Raw -39472283.643619 + Penalty 6199.248443 = -39466084.395176
  nChanged 129427
		SP:Iteration 1F (8661.580000 sec): 3 clusters
  Score: Raw -39548282.221587 + Penalty 6199.248443 = -39542082.973144
  nChanged 6240
		SP:Iteration 2Q (8662.600000 sec): 3 clusters
  Score: Raw -39549439.930498 + Penalty 6199.248443 = -39543240.682055
  nChanged 7106
		SP:Iteration 3Q (8663.620000 sec): 3 clusters
  Score: Raw -39551142.800925 + Penalty 6199.248443 = -39544943.552482
  nChanged 9040
		SP:Iteration 4Q (8664.630000 sec): 3 clusters
  Score: Raw -39554141.937787 + Penalty 6199.248443 = -39547942.689344
  nChanged 12757
		SP:Iteration 5Q (8665.650000 sec): 3 clusters
  Score: Raw -39560126.937984 + Penalty 6199.248443 = -39553927.689541
  nChanged 18144
		SP:Iteration 6F (8666.640000 sec): 3 clusters
  Score: Raw -39571809.365422 + Penalty 6199.248443 = -39565610.116979
  nChanged 23894
		SP:Iteration 7F (8667.630000 sec): 3 clusters
  Score: Raw -39592056.355370 + Penalty 6199.248443 = -39585857.106928
  nChanged 25532
		SP:Iteration 8F (8668.600000 sec): 3 clusters
  Score: Raw -39617231.414290 + Penalty 6199.248443 = -39611032.165848
  nChanged 18974
		SP:Iteration 9F (8669.580000 sec): 3 clusters
  Score: Raw -39636590.468836 + Penalty 6199.248443 = -39630391.220394
  nChanged 9174
		SP:Iteration 10Q (8670.470000 sec): 3 clusters
  Score: Raw -39645490.946810 + Penalty 6199.248443 = -39639291.698367
  nChanged 3067
		SP:Iteration 11Q (8671.270000 sec): 3 clusters
  Score: Raw -39648302.519193 + Penalty 6199.248443 = -39642103.270750
  nChanged 815
		SP:Iteration 12Q (8672.000000 sec): 3 clusters
  Score: Raw -39649088.101316 + Penalty 6199.248443 = -39642888.852873
  nChanged 194
		SP:Iteration 13Q (8672.700000 sec): 3 clusters
  Score: Raw -39649310.117117 + Penalty 6199.248443 = -39643110.868675
  nChanged 66
		SP:Iteration 14Q (8673.390000 sec): 3 clusters
  Score: Raw -39649393.673988 + Penalty 6199.248443 = -39643194.425545
  nChanged 36
		SP:Iteration 15Q (8674.080000 sec): 3 clusters
  Score: Raw -39649441.189286 + Penalty 6199.248443 = -39643241.940843
  nChanged 12
		SP:Iteration 16Q (8674.770000 sec): 3 clusters
  Score: Raw -39649456.706100 + Penalty 6199.248443 = -39643257.457657
  nChanged 6
		SP:Iteration 17Q (8675.460000 sec): 3 clusters
  Score: Raw -39649463.921557 + Penalty 6199.248443 = -39643264.673114
  nChanged 7
		SP:Iteration 18Q (8676.150000 sec): 3 clusters
  Score: Raw -39649472.962795 + Penalty 6199.248443 = -39643273.714352
  nChanged 6
		SP:Iteration 19Q (8676.840000 sec): 3 clusters
  Score: Raw -39649482.289142 + Penalty 6199.248443 = -39643283.040699
  nChanged 11
		SP:Iteration 20F (8677.800000 sec): 3 clusters
  Score: Raw -39649498.298197 + Penalty 6199.248443 = -39643299.049754
  nChanged 5
		SP:Iteration 21Q (8678.490000 sec): 3 clusters
  Score: Raw -39649504.322648 + Penalty 6199.248443 = -39643305.074206
  nChanged 5
		SP:Iteration 22Q (8679.180000 sec): 3 clusters
  Score: Raw -39649510.487779 + Penalty 6199.248443 = -39643311.239336
  nChanged 7
		SP:Iteration 23Q (8679.870000 sec): 3 clusters
  Score: Raw -39649523.204848 + Penalty 6199.248443 = -39643323.956406
  nChanged 6
		SP:Iteration 24Q (8680.560000 sec): 3 clusters
  Score: Raw -39649534.967002 + Penalty 6199.248443 = -39643335.718559
  nChanged 1
		SP:Iteration 25Q (8681.250000 sec): 3 clusters
  Score: Raw -39649536.490181 + Penalty 6199.248443 = -39643337.241739
  nChanged 0
		SP:Iteration 26F (8682.210000 sec): 3 clusters
  Score: Raw -39649536.490181 + Penalty 6199.248443 = -39643337.241739
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8682.410000 sec): 2 clusters
  Score: Raw -5141379.529753 + Penalty 2585.006092 = -5138794.523661
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8682.540000 sec): 3 clusters
  Score: Raw -5121036.260916 + Penalty 5170.012183 = -5115866.248733
  nChanged 15210
		SP:Iteration 1F (8682.660000 sec): 3 clusters
  Score: Raw -5129242.392378 + Penalty 5170.012183 = -5124072.380195
  nChanged 1544
		SP:Iteration 2Q (8682.790000 sec): 3 clusters
  Score: Raw -5129738.609999 + Penalty 5170.012183 = -5124568.597816
  nChanged 1529
		SP:Iteration 3Q (8682.910000 sec): 3 clusters
  Score: Raw -5130312.807126 + Penalty 5170.012183 = -5125142.794943
  nChanged 1649
		SP:Iteration 4Q (8683.040000 sec): 3 clusters
  Score: Raw -5131069.479767 + Penalty 5170.012183 = -5125899.467584
  nChanged 1943
		SP:Iteration 5F (8683.160000 sec): 3 clusters
  Score: Raw -5132185.663611 + Penalty 5170.012183 = -5127015.651428
  nChanged 2308
		SP:Iteration 6F (8683.290000 sec): 3 clusters
  Score: Raw -5133836.076200 + Penalty 5170.012183 = -5128666.064017
  nChanged 2412
		SP:Iteration 7F (8683.410000 sec): 3 clusters
  Score: Raw -5135843.158846 + Penalty 5170.012183 = -5130673.146663
  nChanged 2209
		SP:Iteration 8F (8683.530000 sec): 3 clusters
  Score: Raw -5137822.805920 + Penalty 5170.012183 = -5132652.793737
  nChanged 1617
		SP:Iteration 9Q (8683.650000 sec): 3 clusters
  Score: Raw -5139279.542612 + Penalty 5170.012183 = -5134109.530429
  nChanged 1072
		SP:Iteration 10Q (8683.770000 sec): 3 clusters
  Score: Raw -5140210.806974 + Penalty 5170.012183 = -5135040.794791
  nChanged 688
		SP:Iteration 11Q (8683.880000 sec): 3 clusters
  Score: Raw -5140694.353092 + Penalty 5170.012183 = -5135524.340909
  nChanged 448
		SP:Iteration 12Q (8683.990000 sec): 3 clusters
  Score: Raw -5140949.681503 + Penalty 5170.012183 = -5135779.669320
  nChanged 312
		SP:Iteration 13Q (8684.080000 sec): 3 clusters
  Score: Raw -5141111.570273 + Penalty 5170.012183 = -5135941.558090
  nChanged 205
		SP:Iteration 14Q (8684.180000 sec): 3 clusters
  Score: Raw -5141215.112527 + Penalty 5170.012183 = -5136045.100344
  nChanged 155
		SP:Iteration 15Q (8684.270000 sec): 3 clusters
  Score: Raw -5141276.324000 + Penalty 5170.012183 = -5136106.311817
  nChanged 111
		SP:Iteration 16Q (8684.370000 sec): 3 clusters
  Score: Raw -5141314.318531 + Penalty 5170.012183 = -5136144.306348
  nChanged 84
		SP:Iteration 17Q (8684.460000 sec): 3 clusters
  Score: Raw -5141340.881698 + Penalty 5170.012183 = -5136170.869515
  nChanged 87
		SP:Iteration 18Q (8684.550000 sec): 3 clusters
  Score: Raw -5141369.674788 + Penalty 5170.012183 = -5136199.662605
  nChanged 71
		SP:Iteration 19Q (8684.640000 sec): 3 clusters
  Score: Raw -5141394.239735 + Penalty 5170.012183 = -5136224.227552
  nChanged 66
		SP:Iteration 20F (8684.760000 sec): 3 clusters
  Score: Raw -5141411.868882 + Penalty 5170.012183 = -5136241.856699
  nChanged 43
		SP:Iteration 21Q (8684.850000 sec): 3 clusters
  Score: Raw -5141424.052706 + Penalty 5170.012183 = -5136254.040523
  nChanged 41
		SP:Iteration 22Q (8684.940000 sec): 3 clusters
  Score: Raw -5141435.484744 + Penalty 5170.012183 = -5136265.472561
  nChanged 45
		SP:Iteration 23Q (8685.030000 sec): 3 clusters
  Score: Raw -5141449.924302 + Penalty 5170.012183 = -5136279.912119
  nChanged 39
		SP:Iteration 24Q (8685.120000 sec): 3 clusters
  Score: Raw -5141459.807337 + Penalty 5170.012183 = -5136289.795154
  nChanged 29
		SP:Iteration 25Q (8685.210000 sec): 3 clusters
  Score: Raw -5141466.209484 + Penalty 5170.012183 = -5136296.197301
  nChanged 22
		SP:Iteration 26Q (8685.310000 sec): 3 clusters
  Score: Raw -5141471.705096 + Penalty 5170.012183 = -5136301.692913
  nChanged 24
		SP:Iteration 27Q (8685.400000 sec): 3 clusters
  Score: Raw -5141478.072028 + Penalty 5170.012183 = -5136308.059845
  nChanged 39
		SP:Iteration 28Q (8685.490000 sec): 3 clusters
  Score: Raw -5141489.684526 + Penalty 5170.012183 = -5136319.672343
  nChanged 38
		SP:Iteration 29Q (8685.580000 sec): 3 clusters
  Score: Raw -5141501.205507 + Penalty 5170.012183 = -5136331.193324
  nChanged 36
		SP:Iteration 30Q (8685.670000 sec): 3 clusters
  Score: Raw -5141512.261174 + Penalty 5170.012183 = -5136342.248991
  nChanged 33
		SP:Iteration 31Q (8685.760000 sec): 3 clusters
  Score: Raw -5141521.729062 + Penalty 5170.012183 = -5136351.716879
  nChanged 35
		SP:Iteration 32Q (8685.850000 sec): 3 clusters
  Score: Raw -5141532.579040 + Penalty 5170.012183 = -5136362.566857
  nChanged 33
		SP:Iteration 33Q (8685.950000 sec): 3 clusters
  Score: Raw -5141541.883257 + Penalty 5170.012183 = -5136371.871074
  nChanged 34
		SP:Iteration 34Q (8686.030000 sec): 3 clusters
  Score: Raw -5141552.485160 + Penalty 5170.012183 = -5136382.472977
  nChanged 33
		SP:Iteration 35Q (8686.130000 sec): 3 clusters
  Score: Raw -5141563.341477 + Penalty 5170.012183 = -5136393.329294
  nChanged 33
		SP:Iteration 36Q (8686.220000 sec): 3 clusters
  Score: Raw -5141572.485714 + Penalty 5170.012183 = -5136402.473531
  nChanged 18
		SP:Iteration 37Q (8686.310000 sec): 3 clusters
  Score: Raw -5141578.316843 + Penalty 5170.012183 = -5136408.304660
  nChanged 22
		SP:Iteration 38Q (8686.400000 sec): 3 clusters
  Score: Raw -5141586.520740 + Penalty 5170.012183 = -5136416.508557
  nChanged 16
		SP:Iteration 39Q (8686.490000 sec): 3 clusters
  Score: Raw -5141591.780934 + Penalty 5170.012183 = -5136421.768751
  nChanged 14
		SP:Iteration 40F (8686.610000 sec): 3 clusters
  Score: Raw -5141595.208614 + Penalty 5170.012183 = -5136425.196431
  nChanged 12
		SP:Iteration 41Q (8686.700000 sec): 3 clusters
  Score: Raw -5141597.720155 + Penalty 5170.012183 = -5136427.707972
  nChanged 8
		SP:Iteration 42Q (8686.790000 sec): 3 clusters
  Score: Raw -5141599.630526 + Penalty 5170.012183 = -5136429.618343
  nChanged 10
		SP:Iteration 43Q (8686.870000 sec): 3 clusters
  Score: Raw -5141601.448971 + Penalty 5170.012183 = -5136431.436788
  nChanged 2
		SP:Iteration 44Q (8686.960000 sec): 3 clusters
  Score: Raw -5141602.043237 + Penalty 5170.012183 = -5136432.031054
  nChanged 5
		SP:Iteration 45Q (8687.050000 sec): 3 clusters
  Score: Raw -5141603.333569 + Penalty 5170.012183 = -5136433.321386
  nChanged 4
		SP:Iteration 46Q (8687.140000 sec): 3 clusters
  Score: Raw -5141604.886500 + Penalty 5170.012183 = -5136434.874317
  nChanged 6
		SP:Iteration 47Q (8687.230000 sec): 3 clusters
  Score: Raw -5141606.380369 + Penalty 5170.012183 = -5136436.368186
  nChanged 1
		SP:Iteration 48Q (8687.320000 sec): 3 clusters
  Score: Raw -5141606.675605 + Penalty 5170.012183 = -5136436.663422
  nChanged 2
		SP:Iteration 49Q (8687.410000 sec): 3 clusters
  Score: Raw -5141607.235511 + Penalty 5170.012183 = -5136437.223328
  nChanged 5
		SP:Iteration 50Q (8687.490000 sec): 3 clusters
  Score: Raw -5141608.990419 + Penalty 5170.012183 = -5136438.978236
  nChanged 4
		SP:Iteration 51Q (8687.590000 sec): 3 clusters
  Score: Raw -5141609.806251 + Penalty 5170.012183 = -5136439.794068
  nChanged 3
		SP:Iteration 52Q (8687.680000 sec): 3 clusters
  Score: Raw -5141610.305652 + Penalty 5170.012183 = -5136440.293469
  nChanged 2
		SP:Iteration 53Q (8687.770000 sec): 3 clusters
  Score: Raw -5141611.654737 + Penalty 5170.012183 = -5136441.642554
  nChanged 3
		SP:Iteration 54Q (8687.860000 sec): 3 clusters
  Score: Raw -5141612.334964 + Penalty 5170.012183 = -5136442.322781
  nChanged 4
		SP:Iteration 55Q (8687.950000 sec): 3 clusters
  Score: Raw -5141613.005098 + Penalty 5170.012183 = -5136442.992914
  nChanged 3
		SP:Iteration 56Q (8688.040000 sec): 3 clusters
  Score: Raw -5141613.443758 + Penalty 5170.012183 = -5136443.431575
  nChanged 2
		SP:Iteration 57Q (8688.130000 sec): 3 clusters
  Score: Raw -5141613.894278 + Penalty 5170.012183 = -5136443.882095
  nChanged 4
		SP:Iteration 58Q (8688.220000 sec): 3 clusters
  Score: Raw -5141614.542116 + Penalty 5170.012183 = -5136444.529933
  nChanged 1
		SP:Iteration 59Q (8688.310000 sec): 3 clusters
  Score: Raw -5141614.680734 + Penalty 5170.012183 = -5136444.668551
  nChanged 0
		SP:Iteration 60F (8688.430000 sec): 3 clusters
  Score: Raw -5141614.680734 + Penalty 5170.012183 = -5136444.668551
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.450000 sec): 2 clusters
  Score: Raw -141751.663836 + Penalty 1732.668482 = -140018.995354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.460000 sec): 3 clusters
  Score: Raw -141509.898211 + Penalty 3465.336964 = -138044.561247
  nChanged 278
		SP:Iteration 1F (8688.460000 sec): 3 clusters
  Score: Raw -141857.898718 + Penalty 3465.336964 = -138392.561754
  nChanged 75
		SP:Iteration 2F (8688.470000 sec): 3 clusters
  Score: Raw -141954.145804 + Penalty 3465.336964 = -138488.808840
  nChanged 40
		SP:Iteration 3Q (8688.470000 sec): 3 clusters
  Score: Raw -142003.226436 + Penalty 3465.336964 = -138537.889472
  nChanged 25
		SP:Iteration 4Q (8688.470000 sec): 3 clusters
  Score: Raw -142036.262862 + Penalty 3465.336964 = -138570.925898
  nChanged 17
		SP:Iteration 5Q (8688.480000 sec): 3 clusters
  Score: Raw -142062.788018 + Penalty 3465.336964 = -138597.451054
  nChanged 18
		SP:Iteration 6Q (8688.480000 sec): 3 clusters
  Score: Raw -142096.004325 + Penalty 3465.336964 = -138630.667361
  nChanged 12
		SP:Iteration 7Q (8688.490000 sec): 3 clusters
  Score: Raw -142115.546916 + Penalty 3465.336964 = -138650.209952
  nChanged 10
		SP:Iteration 8Q (8688.490000 sec): 3 clusters
  Score: Raw -142127.816737 + Penalty 3465.336964 = -138662.479773
  nChanged 8
		SP:Iteration 9Q (8688.490000 sec): 3 clusters
  Score: Raw -142136.965374 + Penalty 3465.336964 = -138671.628410
  nChanged 3
		SP:Iteration 10Q (8688.500000 sec): 3 clusters
  Score: Raw -142141.444131 + Penalty 3465.336964 = -138676.107167
  nChanged 4
		SP:Iteration 11Q (8688.500000 sec): 3 clusters
  Score: Raw -142148.741255 + Penalty 3465.336964 = -138683.404291
  nChanged 4
		SP:Iteration 12Q (8688.500000 sec): 3 clusters
  Score: Raw -142155.241639 + Penalty 3465.336964 = -138689.904676
  nChanged 5
		SP:Iteration 13Q (8688.510000 sec): 3 clusters
  Score: Raw -142160.927360 + Penalty 3465.336964 = -138695.590396
  nChanged 1
		SP:Iteration 14Q (8688.510000 sec): 3 clusters
  Score: Raw -142162.655648 + Penalty 3465.336964 = -138697.318684
  nChanged 1
		SP:Iteration 15Q (8688.510000 sec): 3 clusters
  Score: Raw -142163.585459 + Penalty 3465.336964 = -138698.248495
  nChanged 0
		SP:Iteration 16F (8688.520000 sec): 3 clusters
  Score: Raw -142163.585459 + Penalty 3465.336964 = -138698.248495
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.520000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.520000 sec): 3 clusters
  Score: Raw -31496.399068 + Penalty 2705.839273 = -28790.559795
  nChanged 11
		SP:Iteration 1Q (8688.520000 sec): 3 clusters
  Score: Raw -31541.004249 + Penalty 2705.839273 = -28835.164976
  nChanged 2
		SP:Iteration 2Q (8688.520000 sec): 3 clusters
  Score: Raw -31553.164974 + Penalty 2705.839273 = -28847.325701
  nChanged 3
		SP:Iteration 3Q (8688.530000 sec): 3 clusters
  Score: Raw -31574.534602 + Penalty 2705.839273 = -28868.695329
  nChanged 1
		SP:Iteration 4Q (8688.530000 sec): 3 clusters
  Score: Raw -31576.621387 + Penalty 2705.839273 = -28870.782113
  nChanged 3
		SP:Iteration 5Q (8688.530000 sec): 3 clusters
  Score: Raw -31590.926217 + Penalty 2705.839273 = -28885.086944
  nChanged 1
		SP:Iteration 6Q (8688.530000 sec): 3 clusters
  Score: Raw -31596.035173 + Penalty 2705.839273 = -28890.195900
  nChanged 0
		SP:Iteration 7F (8688.530000 sec): 3 clusters
  Score: Raw -31596.035173 + Penalty 2705.839273 = -28890.195900
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.530000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.530000 sec): 3 clusters
  Score: Raw -77792.552549 + Penalty 3172.049753 = -74620.502796
  nChanged 136
		SP:Iteration 1F (8688.530000 sec): 3 clusters
  Score: Raw -78092.814941 + Penalty 3172.049753 = -74920.765189
  nChanged 39
		SP:Iteration 2F (8688.540000 sec): 3 clusters
  Score: Raw -78288.207756 + Penalty 3172.049753 = -75116.158003
  nChanged 49
		SP:Iteration 3F (8688.540000 sec): 3 clusters
  Score: Raw -78521.380978 + Penalty 3172.049753 = -75349.331226
  nChanged 40
		SP:Iteration 4F (8688.540000 sec): 3 clusters
  Score: Raw -78674.075221 + Penalty 3172.049753 = -75502.025468
  nChanged 30
		SP:Iteration 5F (8688.540000 sec): 3 clusters
  Score: Raw -78763.423867 + Penalty 3172.049753 = -75591.374114
  nChanged 12
		SP:Iteration 6Q (8688.550000 sec): 3 clusters
  Score: Raw -78817.893088 + Penalty 3172.049753 = -75645.843336
  nChanged 15
		SP:Iteration 7Q (8688.550000 sec): 3 clusters
  Score: Raw -78854.154970 + Penalty 3172.049753 = -75682.105217
  nChanged 8
		SP:Iteration 8Q (8688.550000 sec): 3 clusters
  Score: Raw -78883.235889 + Penalty 3172.049753 = -75711.186136
  nChanged 2
		SP:Iteration 9Q (8688.550000 sec): 3 clusters
  Score: Raw -78887.302971 + Penalty 3172.049753 = -75715.253218
  nChanged 1
		SP:Iteration 10Q (8688.550000 sec): 3 clusters
  Score: Raw -78888.695439 + Penalty 3172.049753 = -75716.645686
  nChanged 1
		SP:Iteration 11Q (8688.550000 sec): 3 clusters
  Score: Raw -78890.231293 + Penalty 3172.049753 = -75718.181541
  nChanged 0
		SP:Iteration 12F (8688.560000 sec): 3 clusters
  Score: Raw -78890.231293 + Penalty 3172.049753 = -75718.181541
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.560000 sec): 2 clusters
  Score: Raw -24575.550785 + Penalty 1363.297720 = -23212.253065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.560000 sec): 3 clusters
  Score: Raw -24893.867128 + Penalty 2726.595440 = -22167.271688
  nChanged 49
		SP:Iteration 1F (8688.560000 sec): 3 clusters
  Score: Raw -25230.513301 + Penalty 2726.595440 = -22503.917861
  nChanged 17
		SP:Iteration 2F (8688.560000 sec): 3 clusters
  Score: Raw -25405.014333 + Penalty 2726.595440 = -22678.418893
  nChanged 7
		SP:Iteration 3Q (8688.560000 sec): 3 clusters
  Score: Raw -25430.894765 + Penalty 2726.595440 = -22704.299325
  nChanged 2
		SP:Iteration 4Q (8688.560000 sec): 3 clusters
  Score: Raw -25442.408073 + Penalty 2726.595440 = -22715.812633
  nChanged 4
		SP:Iteration 5Q (8688.570000 sec): 3 clusters
  Score: Raw -25477.403929 + Penalty 2726.595440 = -22750.808490
  nChanged 3
		SP:Iteration 6Q (8688.570000 sec): 3 clusters
  Score: Raw -25533.499647 + Penalty 2726.595440 = -22806.904208
  nChanged 3
		SP:Iteration 7Q (8688.570000 sec): 3 clusters
  Score: Raw -25578.362148 + Penalty 2726.595440 = -22851.766708
  nChanged 3
		SP:Iteration 8Q (8688.570000 sec): 3 clusters
  Score: Raw -25638.705467 + Penalty 2726.595440 = -22912.110027
  nChanged 1
		SP:Iteration 9Q (8688.570000 sec): 3 clusters
  Score: Raw -25663.041401 + Penalty 2726.595440 = -22936.445962
  nChanged 0
		SP:Iteration 10F (8688.570000 sec): 3 clusters
  Score: Raw -25663.041401 + Penalty 2726.595440 = -22936.445962
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.570000 sec): 2 clusters
  Score: Raw -33339.247056 + Penalty 1391.149005 = -31948.098051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.570000 sec): 3 clusters
  Score: Raw -33535.390973 + Penalty 2782.298010 = -30753.092963
  nChanged 37
		SP:Iteration 1F (8688.570000 sec): 3 clusters
  Score: Raw -33691.506394 + Penalty 2782.298010 = -30909.208384
  nChanged 9
		SP:Iteration 2Q (8688.570000 sec): 3 clusters
  Score: Raw -33736.279139 + Penalty 2782.298010 = -30953.981129
  nChanged 7
		SP:Iteration 3Q (8688.570000 sec): 3 clusters
  Score: Raw -33759.061784 + Penalty 2782.298010 = -30976.763773
  nChanged 6
		SP:Iteration 4Q (8688.570000 sec): 3 clusters
  Score: Raw -33791.298611 + Penalty 2782.298010 = -31009.000601
  nChanged 3
		SP:Iteration 5Q (8688.580000 sec): 3 clusters
  Score: Raw -33804.857814 + Penalty 2782.298010 = -31022.559803
  nChanged 3
		SP:Iteration 6Q (8688.580000 sec): 3 clusters
  Score: Raw -33829.099616 + Penalty 2782.298010 = -31046.801606
  nChanged 2
		SP:Iteration 7Q (8688.580000 sec): 3 clusters
  Score: Raw -33836.512054 + Penalty 2782.298010 = -31054.214043
  nChanged 2
		SP:Iteration 8Q (8688.580000 sec): 3 clusters
  Score: Raw -33873.229731 + Penalty 2782.298010 = -31090.931721
  nChanged 4
		SP:Iteration 9Q (8688.580000 sec): 3 clusters
  Score: Raw -33969.285015 + Penalty 2782.298010 = -31186.987004
  nChanged 5
		SP:Iteration 10Q (8688.580000 sec): 3 clusters
  Score: Raw -34032.557931 + Penalty 2782.298010 = -31250.259921
  nChanged 3
		SP:Iteration 11Q (8688.580000 sec): 3 clusters
  Score: Raw -34066.830968 + Penalty 2782.298010 = -31284.532958
  nChanged 5
		SP:Iteration 12Q (8688.580000 sec): 3 clusters
  Score: Raw -34139.889289 + Penalty 2782.298010 = -31357.591278
  nChanged 3
		SP:Iteration 13Q (8688.580000 sec): 3 clusters
  Score: Raw -34167.438407 + Penalty 2782.298010 = -31385.140397
  nChanged 2
		SP:Iteration 14Q (8688.580000 sec): 3 clusters
  Score: Raw -34173.743705 + Penalty 2782.298010 = -31391.445695
  nChanged 1
		SP:Iteration 15Q (8688.590000 sec): 3 clusters
  Score: Raw -34177.682973 + Penalty 2782.298010 = -31395.384962
  nChanged 1
		SP:Iteration 16Q (8688.590000 sec): 3 clusters
  Score: Raw -34184.311353 + Penalty 2782.298010 = -31402.013343
  nChanged 1
		SP:Iteration 17Q (8688.590000 sec): 3 clusters
  Score: Raw -34185.866831 + Penalty 2782.298010 = -31403.568821
  nChanged 0
		SP:Iteration 18F (8688.590000 sec): 3 clusters
  Score: Raw -34185.866831 + Penalty 2782.298010 = -31403.568821
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (220 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.590000 sec): 2 clusters
  Score: Raw -29705.057368 + Penalty 1337.619631 = -28367.437737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.590000 sec): 3 clusters
  Score: Raw -29932.368004 + Penalty 2675.239263 = -27257.128741
  nChanged 17
		SP:Iteration 1F (8688.590000 sec): 3 clusters
  Score: Raw -30026.377147 + Penalty 2675.239263 = -27351.137884
  nChanged 4
		SP:Iteration 2Q (8688.590000 sec): 3 clusters
  Score: Raw -30053.559226 + Penalty 2675.239263 = -27378.319963
  nChanged 1
		SP:Iteration 3Q (8688.590000 sec): 3 clusters
  Score: Raw -30063.364910 + Penalty 2675.239263 = -27388.125647
  nChanged 2
		SP:Iteration 4Q (8688.590000 sec): 3 clusters
  Score: Raw -30073.409625 + Penalty 2675.239263 = -27398.170362
  nChanged 0
		SP:Iteration 5F (8688.590000 sec): 3 clusters
  Score: Raw -30073.409625 + Penalty 2675.239263 = -27398.170362
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.600000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.600000 sec): 3 clusters
  Score: Raw -55040.679547 + Penalty 2975.472535 = -52065.207012
  nChanged 61
		SP:Iteration 1F (8688.600000 sec): 3 clusters
  Score: Raw -55161.695681 + Penalty 2975.472535 = -52186.223146
  nChanged 15
		SP:Iteration 2Q (8688.600000 sec): 3 clusters
  Score: Raw -55198.318179 + Penalty 2975.472535 = -52222.845644
  nChanged 7
		SP:Iteration 3Q (8688.600000 sec): 3 clusters
  Score: Raw -55223.021844 + Penalty 2975.472535 = -52247.549310
  nChanged 7
		SP:Iteration 4Q (8688.610000 sec): 3 clusters
  Score: Raw -55248.385260 + Penalty 2975.472535 = -52272.912726
  nChanged 6
		SP:Iteration 5Q (8688.610000 sec): 3 clusters
  Score: Raw -55261.618471 + Penalty 2975.472535 = -52286.145936
  nChanged 3
		SP:Iteration 6Q (8688.610000 sec): 3 clusters
  Score: Raw -55266.838398 + Penalty 2975.472535 = -52291.365863
  nChanged 3
		SP:Iteration 7Q (8688.610000 sec): 3 clusters
  Score: Raw -55274.956583 + Penalty 2975.472535 = -52299.484048
  nChanged 1
		SP:Iteration 8Q (8688.610000 sec): 3 clusters
  Score: Raw -55278.881949 + Penalty 2975.472535 = -52303.409414
  nChanged 2
		SP:Iteration 9Q (8688.610000 sec): 3 clusters
  Score: Raw -55281.860580 + Penalty 2975.472535 = -52306.388045
  nChanged 0
		SP:Iteration 10F (8688.610000 sec): 3 clusters
  Score: Raw -55281.860580 + Penalty 2975.472535 = -52306.388045
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.610000 sec): 2 clusters
  Score: Raw -17577.559976 + Penalty 1308.972435 = -16268.587541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.620000 sec): 3 clusters
  Score: Raw -18065.067645 + Penalty 2617.944871 = -15447.122774
  nChanged 33
		SP:Iteration 1F (8688.620000 sec): 3 clusters
  Score: Raw -18251.966830 + Penalty 2617.944871 = -15634.021959
  nChanged 14
		SP:Iteration 2F (8688.620000 sec): 3 clusters
  Score: Raw -18330.947827 + Penalty 2617.944871 = -15713.002956
  nChanged 8
		SP:Iteration 3Q (8688.620000 sec): 3 clusters
  Score: Raw -18386.120671 + Penalty 2617.944871 = -15768.175800
  nChanged 8
		SP:Iteration 4Q (8688.620000 sec): 3 clusters
  Score: Raw -18469.409973 + Penalty 2617.944871 = -15851.465102
  nChanged 6
		SP:Iteration 5Q (8688.620000 sec): 3 clusters
  Score: Raw -18509.832764 + Penalty 2617.944871 = -15891.887893
  nChanged 0
		SP:Iteration 6F (8688.620000 sec): 3 clusters
  Score: Raw -18509.832764 + Penalty 2617.944871 = -15891.887893
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.620000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.620000 sec): 3 clusters
  Score: Raw -29565.730316 + Penalty 2686.385799 = -26879.344517
  nChanged 23
		SP:Iteration 1F (8688.630000 sec): 3 clusters
  Score: Raw -29672.656433 + Penalty 2686.385799 = -26986.270633
  nChanged 4
		SP:Iteration 2Q (8688.630000 sec): 3 clusters
  Score: Raw -29699.067070 + Penalty 2686.385799 = -27012.681271
  nChanged 1
		SP:Iteration 3Q (8688.630000 sec): 3 clusters
  Score: Raw -29701.277765 + Penalty 2686.385799 = -27014.891965
  nChanged 0
		SP:Iteration 4F (8688.630000 sec): 3 clusters
  Score: Raw -29701.277765 + Penalty 2686.385799 = -27014.891965
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.630000 sec): 2 clusters
  Score: Raw -46074.767155 + Penalty 1447.033063 = -44627.734092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.630000 sec): 3 clusters
  Score: Raw -46262.080040 + Penalty 2894.066126 = -43368.013915
  nChanged 56
		SP:Iteration 1F (8688.630000 sec): 3 clusters
  Score: Raw -46422.216169 + Penalty 2894.066126 = -43528.150043
  nChanged 21
		SP:Iteration 2F (8688.630000 sec): 3 clusters
  Score: Raw -46486.389777 + Penalty 2894.066126 = -43592.323651
  nChanged 9
		SP:Iteration 3Q (8688.630000 sec): 3 clusters
  Score: Raw -46515.635809 + Penalty 2894.066126 = -43621.569683
  nChanged 4
		SP:Iteration 4Q (8688.640000 sec): 3 clusters
  Score: Raw -46529.994153 + Penalty 2894.066126 = -43635.928027
  nChanged 3
		SP:Iteration 5Q (8688.640000 sec): 3 clusters
  Score: Raw -46541.725407 + Penalty 2894.066126 = -43647.659281
  nChanged 1
		SP:Iteration 6Q (8688.640000 sec): 3 clusters
  Score: Raw -46546.037854 + Penalty 2894.066126 = -43651.971728
  nChanged 1
		SP:Iteration 7Q (8688.640000 sec): 3 clusters
  Score: Raw -46548.213632 + Penalty 2894.066126 = -43654.147506
  nChanged 2
		SP:Iteration 8Q (8688.640000 sec): 3 clusters
  Score: Raw -46558.522561 + Penalty 2894.066126 = -43664.456435
  nChanged 2
		SP:Iteration 9Q (8688.640000 sec): 3 clusters
  Score: Raw -46565.486589 + Penalty 2894.066126 = -43671.420464
  nChanged 0
		SP:Iteration 10F (8688.640000 sec): 3 clusters
  Score: Raw -46565.486589 + Penalty 2894.066126 = -43671.420464
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.650000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.650000 sec): 3 clusters
  Score: Raw -55263.820755 + Penalty 3005.325105 = -52258.495650
  nChanged 74
		SP:Iteration 1F (8688.650000 sec): 3 clusters
  Score: Raw -55476.583553 + Penalty 3005.325105 = -52471.258448
  nChanged 27
		SP:Iteration 2F (8688.650000 sec): 3 clusters
  Score: Raw -55593.604602 + Penalty 3005.325105 = -52588.279497
  nChanged 8
		SP:Iteration 3Q (8688.650000 sec): 3 clusters
  Score: Raw -55609.197847 + Penalty 3005.325105 = -52603.872742
  nChanged 3
		SP:Iteration 4Q (8688.650000 sec): 3 clusters
  Score: Raw -55616.651585 + Penalty 3005.325105 = -52611.326480
  nChanged 5
		SP:Iteration 5Q (8688.650000 sec): 3 clusters
  Score: Raw -55624.985826 + Penalty 3005.325105 = -52619.660721
  nChanged 2
		SP:Iteration 6Q (8688.660000 sec): 3 clusters
  Score: Raw -55639.621825 + Penalty 3005.325105 = -52634.296720
  nChanged 3
		SP:Iteration 7Q (8688.660000 sec): 3 clusters
  Score: Raw -55649.269711 + Penalty 3005.325105 = -52643.944606
  nChanged 2
		SP:Iteration 8Q (8688.660000 sec): 3 clusters
  Score: Raw -55652.668274 + Penalty 3005.325105 = -52647.343169
  nChanged 2
		SP:Iteration 9Q (8688.660000 sec): 3 clusters
  Score: Raw -55655.579099 + Penalty 3005.325105 = -52650.253994
  nChanged 2
		SP:Iteration 10Q (8688.660000 sec): 3 clusters
  Score: Raw -55660.061740 + Penalty 3005.325105 = -52654.736635
  nChanged 0
		SP:Iteration 11F (8688.660000 sec): 3 clusters
  Score: Raw -55660.061740 + Penalty 3005.325105 = -52654.736635
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 39 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.670000 sec): 2 clusters
  Score: Raw -22896.629861 + Penalty 1287.853299 = -21608.776562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.670000 sec): 3 clusters
  Score: Raw -23279.357974 + Penalty 2575.706598 = -20703.651376
  nChanged 14
		SP:Iteration 1F (8688.670000 sec): 3 clusters
  Score: Raw -23361.713792 + Penalty 2575.706598 = -20786.007194
  nChanged 4
		SP:Iteration 2Q (8688.670000 sec): 3 clusters
  Score: Raw -23381.986022 + Penalty 2575.706598 = -20806.279424
  nChanged 5
		SP:Iteration 3Q (8688.670000 sec): 3 clusters
  Score: Raw -23403.551646 + Penalty 2575.706598 = -20827.845048
  nChanged 2
		SP:Iteration 4Q (8688.670000 sec): 3 clusters
  Score: Raw -23418.329386 + Penalty 2575.706598 = -20842.622788
  nChanged 1
		SP:Iteration 5Q (8688.670000 sec): 3 clusters
  Score: Raw -23424.808128 + Penalty 2575.706598 = -20849.101530
  nChanged 2
		SP:Iteration 6Q (8688.670000 sec): 3 clusters
  Score: Raw -23433.516937 + Penalty 2575.706598 = -20857.810339
  nChanged 0
		SP:Iteration 7F (8688.670000 sec): 3 clusters
  Score: Raw -23433.516937 + Penalty 2575.706598 = -20857.810339
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.670000 sec): 2 clusters
  Score: Raw -68690.960353 + Penalty 1547.104507 = -67143.855846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.680000 sec): 3 clusters
  Score: Raw -68739.252975 + Penalty 3094.209014 = -65645.043961
  nChanged 93
		SP:Iteration 1F (8688.680000 sec): 3 clusters
  Score: Raw -68941.393265 + Penalty 3094.209014 = -65847.184251
  nChanged 24
		SP:Iteration 2Q (8688.680000 sec): 3 clusters
  Score: Raw -68987.094214 + Penalty 3094.209014 = -65892.885200
  nChanged 9
		SP:Iteration 3Q (8688.680000 sec): 3 clusters
  Score: Raw -69015.491236 + Penalty 3094.209014 = -65921.282222
  nChanged 4
		SP:Iteration 4Q (8688.680000 sec): 3 clusters
  Score: Raw -69023.494317 + Penalty 3094.209014 = -65929.285303
  nChanged 2
		SP:Iteration 5Q (8688.690000 sec): 3 clusters
  Score: Raw -69026.021264 + Penalty 3094.209014 = -65931.812250
  nChanged 2
		SP:Iteration 6Q (8688.690000 sec): 3 clusters
  Score: Raw -69034.808020 + Penalty 3094.209014 = -65940.599006
  nChanged 2
		SP:Iteration 7Q (8688.690000 sec): 3 clusters
  Score: Raw -69037.390508 + Penalty 3094.209014 = -65943.181494
  nChanged 2
		SP:Iteration 8Q (8688.690000 sec): 3 clusters
  Score: Raw -69040.292960 + Penalty 3094.209014 = -65946.083946
  nChanged 0
		SP:Iteration 9F (8688.690000 sec): 3 clusters
  Score: Raw -69040.292960 + Penalty 3094.209014 = -65946.083946
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.690000 sec): 2 clusters
  Score: Raw -17477.088865 + Penalty 1346.477716 = -16130.611149
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.690000 sec): 3 clusters
  Score: Raw -17832.583873 + Penalty 2692.955432 = -15139.628441
  nChanged 41
		SP:Iteration 1F (8688.690000 sec): 3 clusters
  Score: Raw -18126.614745 + Penalty 2692.955432 = -15433.659313
  nChanged 23
		SP:Iteration 2F (8688.700000 sec): 3 clusters
  Score: Raw -18293.509636 + Penalty 2692.955432 = -15600.554204
  nChanged 12
		SP:Iteration 3F (8688.700000 sec): 3 clusters
  Score: Raw -18392.618504 + Penalty 2692.955432 = -15699.663072
  nChanged 6
		SP:Iteration 4Q (8688.700000 sec): 3 clusters
  Score: Raw -18423.538615 + Penalty 2692.955432 = -15730.583183
  nChanged 3
		SP:Iteration 5Q (8688.700000 sec): 3 clusters
  Score: Raw -18472.812382 + Penalty 2692.955432 = -15779.856950
  nChanged 0
		SP:Iteration 6F (8688.700000 sec): 3 clusters
  Score: Raw -18472.812382 + Penalty 2692.955432 = -15779.856950
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 42 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.700000 sec): 2 clusters
  Score: Raw -25518.930557 + Penalty 1352.919637 = -24166.010921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.700000 sec): 3 clusters
  Score: Raw -25739.713218 + Penalty 2705.839273 = -23033.873944
  nChanged 24
		SP:Iteration 1F (8688.710000 sec): 3 clusters
  Score: Raw -25846.315612 + Penalty 2705.839273 = -23140.476338
  nChanged 9
		SP:Iteration 2Q (8688.710000 sec): 3 clusters
  Score: Raw -25897.706873 + Penalty 2705.839273 = -23191.867600
  nChanged 8
		SP:Iteration 3Q (8688.710000 sec): 3 clusters
  Score: Raw -25983.713106 + Penalty 2705.839273 = -23277.873833
  nChanged 7
		SP:Iteration 4Q (8688.710000 sec): 3 clusters
  Score: Raw -26019.680611 + Penalty 2705.839273 = -23313.841337
  nChanged 5
		SP:Iteration 5Q (8688.710000 sec): 3 clusters
  Score: Raw -26044.134490 + Penalty 2705.839273 = -23338.295217
  nChanged 3
		SP:Iteration 6Q (8688.710000 sec): 3 clusters
  Score: Raw -26061.027115 + Penalty 2705.839273 = -23355.187842
  nChanged 6
		SP:Iteration 7Q (8688.710000 sec): 3 clusters
  Score: Raw -26113.420523 + Penalty 2705.839273 = -23407.581250
  nChanged 1
		SP:Iteration 8Q (8688.710000 sec): 3 clusters
  Score: Raw -26117.239715 + Penalty 2705.839273 = -23411.400441
  nChanged 2
		SP:Iteration 9Q (8688.710000 sec): 3 clusters
  Score: Raw -26136.049368 + Penalty 2705.839273 = -23430.210094
  nChanged 0
		SP:Iteration 10F (8688.710000 sec): 3 clusters
  Score: Raw -26136.049368 + Penalty 2705.839273 = -23430.210094
  nChanged 0
Iteration 339F (8730.580000 sec): 42 clusters
  Score: Raw -117677413.090371 + Penalty 138362.130809 = -117539050.959562
  nChanged 1
Iteration 340F (8772.420000 sec): 42 clusters
  Score: Raw -117677432.554899 + Penalty 138362.130809 = -117539070.424090
  nChanged 0
Writing temp clu file 
Because OldScore, -117539050.959562, is greater than current (better) Score,-117539070.424090 
 Compute initial score before splitting:   Score: Raw -117677432.554899 + Penalty 138362.130809 = -117539070.424090
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8772.570000 sec): 2 clusters
  Score: Raw -1048183.648990 + Penalty 2200.863096 = -1045982.785895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8772.600000 sec): 3 clusters
  Score: Raw -1044477.822123 + Penalty 4401.726192 = -1040076.095932
  nChanged 2872
		SP:Iteration 1F (8772.630000 sec): 3 clusters
  Score: Raw -1046052.953288 + Penalty 4401.726192 = -1041651.227097
  nChanged 497
		SP:Iteration 2F (8772.650000 sec): 3 clusters
  Score: Raw -1046308.184506 + Penalty 4401.726192 = -1041906.458315
  nChanged 361
		SP:Iteration 3F (8772.680000 sec): 3 clusters
  Score: Raw -1046489.625870 + Penalty 4401.726192 = -1042087.899678
  nChanged 293
		SP:Iteration 4Q (8772.700000 sec): 3 clusters
  Score: Raw -1046622.199858 + Penalty 4401.726192 = -1042220.473667
  nChanged 245
		SP:Iteration 5Q (8772.730000 sec): 3 clusters
  Score: Raw -1046722.897186 + Penalty 4401.726192 = -1042321.170994
  nChanged 174
		SP:Iteration 6Q (8772.750000 sec): 3 clusters
  Score: Raw -1046792.071113 + Penalty 4401.726192 = -1042390.344921
  nChanged 148
		SP:Iteration 7Q (8772.780000 sec): 3 clusters
  Score: Raw -1046861.730534 + Penalty 4401.726192 = -1042460.004342
  nChanged 166
		SP:Iteration 8Q (8772.800000 sec): 3 clusters
  Score: Raw -1046941.047179 + Penalty 4401.726192 = -1042539.320988
  nChanged 161
		SP:Iteration 9Q (8772.830000 sec): 3 clusters
  Score: Raw -1047018.091709 + Penalty 4401.726192 = -1042616.365517
  nChanged 152
		SP:Iteration 10Q (8772.850000 sec): 3 clusters
  Score: Raw -1047083.556234 + Penalty 4401.726192 = -1042681.830042
  nChanged 125
		SP:Iteration 11Q (8772.880000 sec): 3 clusters
  Score: Raw -1047139.271054 + Penalty 4401.726192 = -1042737.544862
  nChanged 109
		SP:Iteration 12Q (8772.900000 sec): 3 clusters
  Score: Raw -1047183.438183 + Penalty 4401.726192 = -1042781.711991
  nChanged 107
		SP:Iteration 13Q (8772.930000 sec): 3 clusters
  Score: Raw -1047231.434377 + Penalty 4401.726192 = -1042829.708186
  nChanged 113
		SP:Iteration 14Q (8772.950000 sec): 3 clusters
  Score: Raw -1047278.182593 + Penalty 4401.726192 = -1042876.456401
  nChanged 110
		SP:Iteration 15Q (8772.980000 sec): 3 clusters
  Score: Raw -1047328.695269 + Penalty 4401.726192 = -1042926.969077
  nChanged 128
		SP:Iteration 16Q (8773.000000 sec): 3 clusters
  Score: Raw -1047387.973653 + Penalty 4401.726192 = -1042986.247461
  nChanged 119
		SP:Iteration 17Q (8773.020000 sec): 3 clusters
  Score: Raw -1047446.800970 + Penalty 4401.726192 = -1043045.074778
  nChanged 138
		SP:Iteration 18Q (8773.050000 sec): 3 clusters
  Score: Raw -1047511.630780 + Penalty 4401.726192 = -1043109.904588
  nChanged 130
		SP:Iteration 19Q (8773.070000 sec): 3 clusters
  Score: Raw -1047573.174756 + Penalty 4401.726192 = -1043171.448565
  nChanged 106
		SP:Iteration 20F (8773.100000 sec): 3 clusters
  Score: Raw -1047618.675237 + Penalty 4401.726192 = -1043216.949045
  nChanged 110
		SP:Iteration 21Q (8773.120000 sec): 3 clusters
  Score: Raw -1047668.529640 + Penalty 4401.726192 = -1043266.803448
  nChanged 115
		SP:Iteration 22Q (8773.140000 sec): 3 clusters
  Score: Raw -1047726.215954 + Penalty 4401.726192 = -1043324.489762
  nChanged 123
		SP:Iteration 23Q (8773.170000 sec): 3 clusters
  Score: Raw -1047786.965619 + Penalty 4401.726192 = -1043385.239427
  nChanged 104
		SP:Iteration 24Q (8773.190000 sec): 3 clusters
  Score: Raw -1047839.094215 + Penalty 4401.726192 = -1043437.368024
  nChanged 110
		SP:Iteration 25Q (8773.220000 sec): 3 clusters
  Score: Raw -1047893.076025 + Penalty 4401.726192 = -1043491.349833
  nChanged 94
		SP:Iteration 26Q (8773.240000 sec): 3 clusters
  Score: Raw -1047951.148789 + Penalty 4401.726192 = -1043549.422598
  nChanged 103
		SP:Iteration 27Q (8773.260000 sec): 3 clusters
  Score: Raw -1048023.636281 + Penalty 4401.726192 = -1043621.910089
  nChanged 97
		SP:Iteration 28Q (8773.280000 sec): 3 clusters
  Score: Raw -1048082.572988 + Penalty 4401.726192 = -1043680.846796
  nChanged 95
		SP:Iteration 29Q (8773.300000 sec): 3 clusters
  Score: Raw -1048138.202463 + Penalty 4401.726192 = -1043736.476271
  nChanged 85
		SP:Iteration 30Q (8773.330000 sec): 3 clusters
  Score: Raw -1048195.868058 + Penalty 4401.726192 = -1043794.141866
  nChanged 75
		SP:Iteration 31Q (8773.350000 sec): 3 clusters
  Score: Raw -1048248.523901 + Penalty 4401.726192 = -1043846.797710
  nChanged 61
		SP:Iteration 32Q (8773.370000 sec): 3 clusters
  Score: Raw -1048286.201226 + Penalty 4401.726192 = -1043884.475035
  nChanged 38
		SP:Iteration 33Q (8773.390000 sec): 3 clusters
  Score: Raw -1048307.718565 + Penalty 4401.726192 = -1043905.992373
  nChanged 45
		SP:Iteration 34Q (8773.410000 sec): 3 clusters
  Score: Raw -1048329.637421 + Penalty 4401.726192 = -1043927.911229
  nChanged 31
		SP:Iteration 35Q (8773.430000 sec): 3 clusters
  Score: Raw -1048347.177415 + Penalty 4401.726192 = -1043945.451224
  nChanged 28
		SP:Iteration 36Q (8773.460000 sec): 3 clusters
  Score: Raw -1048362.024891 + Penalty 4401.726192 = -1043960.298699
  nChanged 21
		SP:Iteration 37Q (8773.480000 sec): 3 clusters
  Score: Raw -1048377.741662 + Penalty 4401.726192 = -1043976.015470
  nChanged 19
		SP:Iteration 38Q (8773.500000 sec): 3 clusters
  Score: Raw -1048390.533277 + Penalty 4401.726192 = -1043988.807085
  nChanged 23
		SP:Iteration 39Q (8773.520000 sec): 3 clusters
  Score: Raw -1048403.912248 + Penalty 4401.726192 = -1044002.186056
  nChanged 19
		SP:Iteration 40F (8773.540000 sec): 3 clusters
  Score: Raw -1048413.715380 + Penalty 4401.726192 = -1044011.989189
  nChanged 13
		SP:Iteration 41Q (8773.560000 sec): 3 clusters
  Score: Raw -1048420.019716 + Penalty 4401.726192 = -1044018.293524
  nChanged 11
		SP:Iteration 42Q (8773.580000 sec): 3 clusters
  Score: Raw -1048425.466212 + Penalty 4401.726192 = -1044023.740020
  nChanged 4
		SP:Iteration 43Q (8773.600000 sec): 3 clusters
  Score: Raw -1048428.027111 + Penalty 4401.726192 = -1044026.300919
  nChanged 2
		SP:Iteration 44Q (8773.620000 sec): 3 clusters
  Score: Raw -1048430.165341 + Penalty 4401.726192 = -1044028.439149
  nChanged 1
		SP:Iteration 45Q (8773.640000 sec): 3 clusters
  Score: Raw -1048430.478576 + Penalty 4401.726192 = -1044028.752385
  nChanged 1
		SP:Iteration 46Q (8773.660000 sec): 3 clusters
  Score: Raw -1048431.104152 + Penalty 4401.726192 = -1044029.377960
  nChanged 1
		SP:Iteration 47Q (8773.680000 sec): 3 clusters
  Score: Raw -1048432.795856 + Penalty 4401.726192 = -1044031.069664
  nChanged 2
		SP:Iteration 48Q (8773.700000 sec): 3 clusters
  Score: Raw -1048433.668594 + Penalty 4401.726192 = -1044031.942402
  nChanged 0
		SP:Iteration 49F (8773.730000 sec): 3 clusters
  Score: Raw -1048433.668594 + Penalty 4401.726192 = -1044031.942402
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8773.760000 sec): 2 clusters
  Score: Raw -1106221.456500 + Penalty 2217.924743 = -1104003.531757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8773.780000 sec): 3 clusters
  Score: Raw -1102237.883185 + Penalty 4435.849487 = -1097802.033699
  nChanged 3127
		SP:Iteration 1F (8773.810000 sec): 3 clusters
  Score: Raw -1103980.308116 + Penalty 4435.849487 = -1099544.458629
  nChanged 550
		SP:Iteration 2F (8773.840000 sec): 3 clusters
  Score: Raw -1104289.391978 + Penalty 4435.849487 = -1099853.542491
  nChanged 422
		SP:Iteration 3F (8773.860000 sec): 3 clusters
  Score: Raw -1104521.445124 + Penalty 4435.849487 = -1100085.595638
  nChanged 367
		SP:Iteration 4Q (8773.890000 sec): 3 clusters
  Score: Raw -1104745.513152 + Penalty 4435.849487 = -1100309.663665
  nChanged 342
		SP:Iteration 5Q (8773.920000 sec): 3 clusters
  Score: Raw -1104965.549613 + Penalty 4435.849487 = -1100529.700126
  nChanged 328
		SP:Iteration 6Q (8773.940000 sec): 3 clusters
  Score: Raw -1105162.945232 + Penalty 4435.849487 = -1100727.095745
  nChanged 272
		SP:Iteration 7Q (8773.970000 sec): 3 clusters
  Score: Raw -1105321.766598 + Penalty 4435.849487 = -1100885.917111
  nChanged 243
		SP:Iteration 8Q (8774.000000 sec): 3 clusters
  Score: Raw -1105464.806055 + Penalty 4435.849487 = -1101028.956569
  nChanged 242
		SP:Iteration 9Q (8774.020000 sec): 3 clusters
  Score: Raw -1105614.794279 + Penalty 4435.849487 = -1101178.944792
  nChanged 213
		SP:Iteration 10Q (8774.050000 sec): 3 clusters
  Score: Raw -1105745.377237 + Penalty 4435.849487 = -1101309.527750
  nChanged 181
		SP:Iteration 11Q (8774.080000 sec): 3 clusters
  Score: Raw -1105866.535444 + Penalty 4435.849487 = -1101430.685958
  nChanged 166
		SP:Iteration 12Q (8774.100000 sec): 3 clusters
  Score: Raw -1105978.474114 + Penalty 4435.849487 = -1101542.624628
  nChanged 171
		SP:Iteration 13Q (8774.130000 sec): 3 clusters
  Score: Raw -1106106.036071 + Penalty 4435.849487 = -1101670.186584
  nChanged 162
		SP:Iteration 14Q (8774.150000 sec): 3 clusters
  Score: Raw -1106224.240747 + Penalty 4435.849487 = -1101788.391260
  nChanged 152
		SP:Iteration 15Q (8774.180000 sec): 3 clusters
  Score: Raw -1106335.699194 + Penalty 4435.849487 = -1101899.849707
  nChanged 123
		SP:Iteration 16Q (8774.200000 sec): 3 clusters
  Score: Raw -1106416.558592 + Penalty 4435.849487 = -1101980.709106
  nChanged 99
		SP:Iteration 17Q (8774.230000 sec): 3 clusters
  Score: Raw -1106491.823837 + Penalty 4435.849487 = -1102055.974350
  nChanged 104
		SP:Iteration 18Q (8774.250000 sec): 3 clusters
  Score: Raw -1106584.035180 + Penalty 4435.849487 = -1102148.185693
  nChanged 95
		SP:Iteration 19Q (8774.270000 sec): 3 clusters
  Score: Raw -1106652.829679 + Penalty 4435.849487 = -1102216.980192
  nChanged 65
		SP:Iteration 20F (8774.300000 sec): 3 clusters
  Score: Raw -1106691.440401 + Penalty 4435.849487 = -1102255.590914
  nChanged 59
		SP:Iteration 21Q (8774.320000 sec): 3 clusters
  Score: Raw -1106724.496978 + Penalty 4435.849487 = -1102288.647491
  nChanged 49
		SP:Iteration 22Q (8774.340000 sec): 3 clusters
  Score: Raw -1106747.350806 + Penalty 4435.849487 = -1102311.501319
  nChanged 37
		SP:Iteration 23Q (8774.370000 sec): 3 clusters
  Score: Raw -1106764.677737 + Penalty 4435.849487 = -1102328.828250
  nChanged 34
		SP:Iteration 24Q (8774.390000 sec): 3 clusters
  Score: Raw -1106782.066678 + Penalty 4435.849487 = -1102346.217191
  nChanged 22
		SP:Iteration 25Q (8774.410000 sec): 3 clusters
  Score: Raw -1106792.683073 + Penalty 4435.849487 = -1102356.833586
  nChanged 16
		SP:Iteration 26Q (8774.430000 sec): 3 clusters
  Score: Raw -1106799.020705 + Penalty 4435.849487 = -1102363.171218
  nChanged 15
		SP:Iteration 27Q (8774.460000 sec): 3 clusters
  Score: Raw -1106806.194805 + Penalty 4435.849487 = -1102370.345318
  nChanged 19
		SP:Iteration 28Q (8774.480000 sec): 3 clusters
  Score: Raw -1106815.234368 + Penalty 4435.849487 = -1102379.384882
  nChanged 20
		SP:Iteration 29Q (8774.500000 sec): 3 clusters
  Score: Raw -1106823.200990 + Penalty 4435.849487 = -1102387.351503
  nChanged 14
		SP:Iteration 30Q (8774.520000 sec): 3 clusters
  Score: Raw -1106829.580266 + Penalty 4435.849487 = -1102393.730779
  nChanged 14
		SP:Iteration 31Q (8774.540000 sec): 3 clusters
  Score: Raw -1106835.231290 + Penalty 4435.849487 = -1102399.381803
  nChanged 14
		SP:Iteration 32Q (8774.560000 sec): 3 clusters
  Score: Raw -1106841.907902 + Penalty 4435.849487 = -1102406.058415
  nChanged 12
		SP:Iteration 33Q (8774.590000 sec): 3 clusters
  Score: Raw -1106847.860548 + Penalty 4435.849487 = -1102412.011061
  nChanged 18
		SP:Iteration 34Q (8774.610000 sec): 3 clusters
  Score: Raw -1106856.687505 + Penalty 4435.849487 = -1102420.838018
  nChanged 18
		SP:Iteration 35Q (8774.630000 sec): 3 clusters
  Score: Raw -1106865.992245 + Penalty 4435.849487 = -1102430.142758
  nChanged 25
		SP:Iteration 36Q (8774.650000 sec): 3 clusters
  Score: Raw -1106877.254885 + Penalty 4435.849487 = -1102441.405398
  nChanged 11
		SP:Iteration 37Q (8774.670000 sec): 3 clusters
  Score: Raw -1106881.763981 + Penalty 4435.849487 = -1102445.914495
  nChanged 10
		SP:Iteration 38Q (8774.690000 sec): 3 clusters
  Score: Raw -1106886.144029 + Penalty 4435.849487 = -1102450.294543
  nChanged 7
		SP:Iteration 39Q (8774.720000 sec): 3 clusters
  Score: Raw -1106890.039183 + Penalty 4435.849487 = -1102454.189696
  nChanged 8
		SP:Iteration 40F (8774.740000 sec): 3 clusters
  Score: Raw -1106893.080373 + Penalty 4435.849487 = -1102457.230886
  nChanged 9
		SP:Iteration 41Q (8774.760000 sec): 3 clusters
  Score: Raw -1106897.670117 + Penalty 4435.849487 = -1102461.820631
  nChanged 8
		SP:Iteration 42Q (8774.780000 sec): 3 clusters
  Score: Raw -1106902.075394 + Penalty 4435.849487 = -1102466.225908
  nChanged 9
		SP:Iteration 43Q (8774.800000 sec): 3 clusters
  Score: Raw -1106904.631617 + Penalty 4435.849487 = -1102468.782130
  nChanged 5
		SP:Iteration 44Q (8774.830000 sec): 3 clusters
  Score: Raw -1106907.620693 + Penalty 4435.849487 = -1102471.771207
  nChanged 8
		SP:Iteration 45Q (8774.850000 sec): 3 clusters
  Score: Raw -1106911.760775 + Penalty 4435.849487 = -1102475.911289
  nChanged 6
		SP:Iteration 46Q (8774.870000 sec): 3 clusters
  Score: Raw -1106914.170425 + Penalty 4435.849487 = -1102478.320938
  nChanged 9
		SP:Iteration 47Q (8774.890000 sec): 3 clusters
  Score: Raw -1106918.095378 + Penalty 4435.849487 = -1102482.245891
  nChanged 6
		SP:Iteration 48Q (8774.910000 sec): 3 clusters
  Score: Raw -1106920.561442 + Penalty 4435.849487 = -1102484.711955
  nChanged 3
		SP:Iteration 49Q (8774.930000 sec): 3 clusters
  Score: Raw -1106922.324583 + Penalty 4435.849487 = -1102486.475097
  nChanged 5
		SP:Iteration 50Q (8774.950000 sec): 3 clusters
  Score: Raw -1106924.388570 + Penalty 4435.849487 = -1102488.539083
  nChanged 5
		SP:Iteration 51Q (8774.970000 sec): 3 clusters
  Score: Raw -1106927.604827 + Penalty 4435.849487 = -1102491.755341
  nChanged 4
		SP:Iteration 52Q (8774.990000 sec): 3 clusters
  Score: Raw -1106929.919822 + Penalty 4435.849487 = -1102494.070335
  nChanged 5
		SP:Iteration 53Q (8775.020000 sec): 3 clusters
  Score: Raw -1106933.237766 + Penalty 4435.849487 = -1102497.388279
  nChanged 4
		SP:Iteration 54Q (8775.040000 sec): 3 clusters
  Score: Raw -1106934.867862 + Penalty 4435.849487 = -1102499.018375
  nChanged 1
		SP:Iteration 55Q (8775.060000 sec): 3 clusters
  Score: Raw -1106935.284284 + Penalty 4435.849487 = -1102499.434798
  nChanged 1
		SP:Iteration 56Q (8775.080000 sec): 3 clusters
  Score: Raw -1106935.544542 + Penalty 4435.849487 = -1102499.695055
  nChanged 1
		SP:Iteration 57Q (8775.100000 sec): 3 clusters
  Score: Raw -1106935.860291 + Penalty 4435.849487 = -1102500.010804
  nChanged 0
		SP:Iteration 58F (8775.120000 sec): 3 clusters
  Score: Raw -1106935.860291 + Penalty 4435.849487 = -1102500.010804
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8775.220000 sec): 2 clusters
  Score: Raw -4024112.096684 + Penalty 2532.694661 = -4021579.402023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8775.320000 sec): 3 clusters
  Score: Raw -4007829.248363 + Penalty 5065.389321 = -4002763.859042
  nChanged 12151
		SP:Iteration 1F (8775.420000 sec): 3 clusters
  Score: Raw -4014508.497105 + Penalty 5065.389321 = -4009443.107784
  nChanged 1296
		SP:Iteration 2Q (8775.520000 sec): 3 clusters
  Score: Raw -4014911.015101 + Penalty 5065.389321 = -4009845.625780
  nChanged 1061
		SP:Iteration 3Q (8775.620000 sec): 3 clusters
  Score: Raw -4015229.014858 + Penalty 5065.389321 = -4010163.625536
  nChanged 950
		SP:Iteration 4Q (8775.720000 sec): 3 clusters
  Score: Raw -4015531.023594 + Penalty 5065.389321 = -4010465.634273
  nChanged 917
		SP:Iteration 5Q (8775.820000 sec): 3 clusters
  Score: Raw -4015847.202117 + Penalty 5065.389321 = -4010781.812795
  nChanged 991
		SP:Iteration 6Q (8775.920000 sec): 3 clusters
  Score: Raw -4016231.238435 + Penalty 5065.389321 = -4011165.849114
  nChanged 1155
		SP:Iteration 7Q (8776.020000 sec): 3 clusters
  Score: Raw -4016805.085305 + Penalty 5065.389321 = -4011739.695983
  nChanged 1450
		SP:Iteration 8F (8776.120000 sec): 3 clusters
  Score: Raw -4017658.677048 + Penalty 5065.389321 = -4012593.287726
  nChanged 1691
		SP:Iteration 9F (8776.220000 sec): 3 clusters
  Score: Raw -4018851.735663 + Penalty 5065.389321 = -4013786.346342
  nChanged 1869
		SP:Iteration 10F (8776.320000 sec): 3 clusters
  Score: Raw -4020344.368645 + Penalty 5065.389321 = -4015278.979324
  nChanged 1688
		SP:Iteration 11F (8776.420000 sec): 3 clusters
  Score: Raw -4021794.702534 + Penalty 5065.389321 = -4016729.313213
  nChanged 1286
		SP:Iteration 12Q (8776.510000 sec): 3 clusters
  Score: Raw -4022974.835631 + Penalty 5065.389321 = -4017909.446310
  nChanged 791
		SP:Iteration 13Q (8776.600000 sec): 3 clusters
  Score: Raw -4023701.388123 + Penalty 5065.389321 = -4018635.998802
  nChanged 367
		SP:Iteration 14Q (8776.680000 sec): 3 clusters
  Score: Raw -4024046.912445 + Penalty 5065.389321 = -4018981.523124
  nChanged 164
		SP:Iteration 15Q (8776.760000 sec): 3 clusters
  Score: Raw -4024210.071438 + Penalty 5065.389321 = -4019144.682117
  nChanged 77
		SP:Iteration 16Q (8776.830000 sec): 3 clusters
  Score: Raw -4024300.254263 + Penalty 5065.389321 = -4019234.864942
  nChanged 41
		SP:Iteration 17Q (8776.910000 sec): 3 clusters
  Score: Raw -4024347.813582 + Penalty 5065.389321 = -4019282.424261
  nChanged 21
		SP:Iteration 18Q (8776.980000 sec): 3 clusters
  Score: Raw -4024374.864764 + Penalty 5065.389321 = -4019309.475443
  nChanged 18
		SP:Iteration 19Q (8777.050000 sec): 3 clusters
  Score: Raw -4024398.975936 + Penalty 5065.389321 = -4019333.586615
  nChanged 10
		SP:Iteration 20F (8777.150000 sec): 3 clusters
  Score: Raw -4024413.185596 + Penalty 5065.389321 = -4019347.796275
  nChanged 4
		SP:Iteration 21Q (8777.220000 sec): 3 clusters
  Score: Raw -4024420.007861 + Penalty 5065.389321 = -4019354.618540
  nChanged 6
		SP:Iteration 22Q (8777.290000 sec): 3 clusters
  Score: Raw -4024425.759783 + Penalty 5065.389321 = -4019360.370462
  nChanged 2
		SP:Iteration 23Q (8777.360000 sec): 3 clusters
  Score: Raw -4024427.828713 + Penalty 5065.389321 = -4019362.439392
  nChanged 2
		SP:Iteration 24Q (8777.430000 sec): 3 clusters
  Score: Raw -4024429.877293 + Penalty 5065.389321 = -4019364.487971
  nChanged 1
		SP:Iteration 25Q (8777.500000 sec): 3 clusters
  Score: Raw -4024430.501371 + Penalty 5065.389321 = -4019365.112050
  nChanged 0
		SP:Iteration 26F (8777.600000 sec): 3 clusters
  Score: Raw -4024430.501371 + Penalty 5065.389321 = -4019365.112050
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8777.670000 sec): 2 clusters
  Score: Raw -3338101.850046 + Penalty 2502.075052 = -3335599.774994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8777.760000 sec): 3 clusters
  Score: Raw -3323926.060103 + Penalty 5004.150104 = -3318921.909999
  nChanged 10699
		SP:Iteration 1F (8777.850000 sec): 3 clusters
  Score: Raw -3329823.075892 + Penalty 5004.150104 = -3324818.925788
  nChanged 1327
		SP:Iteration 2F (8777.930000 sec): 3 clusters
  Score: Raw -3330316.255611 + Penalty 5004.150104 = -3325312.105506
  nChanged 1131
		SP:Iteration 3Q (8778.020000 sec): 3 clusters
  Score: Raw -3330725.956990 + Penalty 5004.150104 = -3325721.806886
  nChanged 1030
		SP:Iteration 4Q (8778.110000 sec): 3 clusters
  Score: Raw -3331109.937629 + Penalty 5004.150104 = -3326105.787524
  nChanged 979
		SP:Iteration 5Q (8778.190000 sec): 3 clusters
  Score: Raw -3331471.513803 + Penalty 5004.150104 = -3326467.363698
  nChanged 924
		SP:Iteration 6Q (8778.280000 sec): 3 clusters
  Score: Raw -3331817.521583 + Penalty 5004.150104 = -3326813.371479
  nChanged 923
		SP:Iteration 7Q (8778.360000 sec): 3 clusters
  Score: Raw -3332180.461023 + Penalty 5004.150104 = -3327176.310919
  nChanged 904
		SP:Iteration 8Q (8778.450000 sec): 3 clusters
  Score: Raw -3332562.927972 + Penalty 5004.150104 = -3327558.777868
  nChanged 990
		SP:Iteration 9Q (8778.530000 sec): 3 clusters
  Score: Raw -3333048.394050 + Penalty 5004.150104 = -3328044.243946
  nChanged 1001
		SP:Iteration 10Q (8778.620000 sec): 3 clusters
  Score: Raw -3333524.551045 + Penalty 5004.150104 = -3328520.400940
  nChanged 921
		SP:Iteration 11Q (8778.710000 sec): 3 clusters
  Score: Raw -3333969.449017 + Penalty 5004.150104 = -3328965.298912
  nChanged 876
		SP:Iteration 12Q (8778.790000 sec): 3 clusters
  Score: Raw -3334424.191196 + Penalty 5004.150104 = -3329420.041091
  nChanged 831
		SP:Iteration 13Q (8778.870000 sec): 3 clusters
  Score: Raw -3334849.142076 + Penalty 5004.150104 = -3329844.991972
  nChanged 699
		SP:Iteration 14Q (8778.960000 sec): 3 clusters
  Score: Raw -3335161.558992 + Penalty 5004.150104 = -3330157.408888
  nChanged 581
		SP:Iteration 15Q (8779.050000 sec): 3 clusters
  Score: Raw -3335393.890749 + Penalty 5004.150104 = -3330389.740644
  nChanged 487
		SP:Iteration 16Q (8779.130000 sec): 3 clusters
  Score: Raw -3335568.644323 + Penalty 5004.150104 = -3330564.494219
  nChanged 394
		SP:Iteration 17Q (8779.210000 sec): 3 clusters
  Score: Raw -3335681.768265 + Penalty 5004.150104 = -3330677.618161
  nChanged 358
		SP:Iteration 18Q (8779.290000 sec): 3 clusters
  Score: Raw -3335793.773050 + Penalty 5004.150104 = -3330789.622945
  nChanged 339
		SP:Iteration 19Q (8779.370000 sec): 3 clusters
  Score: Raw -3335912.101874 + Penalty 5004.150104 = -3330907.951770
  nChanged 329
		SP:Iteration 20F (8779.460000 sec): 3 clusters
  Score: Raw -3336019.993229 + Penalty 5004.150104 = -3331015.843125
  nChanged 320
		SP:Iteration 21Q (8779.540000 sec): 3 clusters
  Score: Raw -3336123.950170 + Penalty 5004.150104 = -3331119.800066
  nChanged 308
		SP:Iteration 22Q (8779.630000 sec): 3 clusters
  Score: Raw -3336227.261321 + Penalty 5004.150104 = -3331223.111216
  nChanged 293
		SP:Iteration 23Q (8779.710000 sec): 3 clusters
  Score: Raw -3336319.371907 + Penalty 5004.150104 = -3331315.221802
  nChanged 284
		SP:Iteration 24Q (8779.790000 sec): 3 clusters
  Score: Raw -3336404.707665 + Penalty 5004.150104 = -3331400.557561
  nChanged 301
		SP:Iteration 25Q (8779.870000 sec): 3 clusters
  Score: Raw -3336506.397753 + Penalty 5004.150104 = -3331502.247649
  nChanged 300
		SP:Iteration 26Q (8779.950000 sec): 3 clusters
  Score: Raw -3336607.963082 + Penalty 5004.150104 = -3331603.812978
  nChanged 309
		SP:Iteration 27Q (8780.030000 sec): 3 clusters
  Score: Raw -3336715.021493 + Penalty 5004.150104 = -3331710.871389
  nChanged 307
		SP:Iteration 28Q (8780.110000 sec): 3 clusters
  Score: Raw -3336827.252357 + Penalty 5004.150104 = -3331823.102253
  nChanged 300
		SP:Iteration 29Q (8780.190000 sec): 3 clusters
  Score: Raw -3336946.568316 + Penalty 5004.150104 = -3331942.418212
  nChanged 319
		SP:Iteration 30Q (8780.270000 sec): 3 clusters
  Score: Raw -3337079.909299 + Penalty 5004.150104 = -3332075.759195
  nChanged 318
		SP:Iteration 31Q (8780.340000 sec): 3 clusters
  Score: Raw -3337211.467591 + Penalty 5004.150104 = -3332207.317487
  nChanged 318
		SP:Iteration 32Q (8780.420000 sec): 3 clusters
  Score: Raw -3337345.331173 + Penalty 5004.150104 = -3332341.181069
  nChanged 291
		SP:Iteration 33Q (8780.490000 sec): 3 clusters
  Score: Raw -3337468.040369 + Penalty 5004.150104 = -3332463.890265
  nChanged 257
		SP:Iteration 34Q (8780.570000 sec): 3 clusters
  Score: Raw -3337574.074061 + Penalty 5004.150104 = -3332569.923957
  nChanged 238
		SP:Iteration 35Q (8780.640000 sec): 3 clusters
  Score: Raw -3337667.000052 + Penalty 5004.150104 = -3332662.849947
  nChanged 237
		SP:Iteration 36Q (8780.710000 sec): 3 clusters
  Score: Raw -3337785.737422 + Penalty 5004.150104 = -3332781.587318
  nChanged 215
		SP:Iteration 37Q (8780.790000 sec): 3 clusters
  Score: Raw -3337902.995546 + Penalty 5004.150104 = -3332898.845442
  nChanged 216
		SP:Iteration 38Q (8780.850000 sec): 3 clusters
  Score: Raw -3338006.166053 + Penalty 5004.150104 = -3333002.015949
  nChanged 186
		SP:Iteration 39Q (8780.930000 sec): 3 clusters
  Score: Raw -3338084.265528 + Penalty 5004.150104 = -3333080.115424
  nChanged 152
		SP:Iteration 40F (8781.010000 sec): 3 clusters
  Score: Raw -3338151.989323 + Penalty 5004.150104 = -3333147.839219
  nChanged 127
		SP:Iteration 41Q (8781.080000 sec): 3 clusters
  Score: Raw -3338202.631174 + Penalty 5004.150104 = -3333198.481070
  nChanged 118
		SP:Iteration 42Q (8781.150000 sec): 3 clusters
  Score: Raw -3338249.825499 + Penalty 5004.150104 = -3333245.675395
  nChanged 105
		SP:Iteration 43Q (8781.210000 sec): 3 clusters
  Score: Raw -3338288.676222 + Penalty 5004.150104 = -3333284.526118
  nChanged 95
		SP:Iteration 44Q (8781.280000 sec): 3 clusters
  Score: Raw -3338321.757131 + Penalty 5004.150104 = -3333317.607027
  nChanged 77
		SP:Iteration 45Q (8781.350000 sec): 3 clusters
  Score: Raw -3338353.194794 + Penalty 5004.150104 = -3333349.044690
  nChanged 65
		SP:Iteration 46Q (8781.420000 sec): 3 clusters
  Score: Raw -3338379.688835 + Penalty 5004.150104 = -3333375.538731
  nChanged 70
		SP:Iteration 47Q (8781.480000 sec): 3 clusters
  Score: Raw -3338403.835904 + Penalty 5004.150104 = -3333399.685800
  nChanged 62
		SP:Iteration 48Q (8781.550000 sec): 3 clusters
  Score: Raw -3338426.919947 + Penalty 5004.150104 = -3333422.769843
  nChanged 51
		SP:Iteration 49Q (8781.610000 sec): 3 clusters
  Score: Raw -3338446.392052 + Penalty 5004.150104 = -3333442.241947
  nChanged 52
		SP:Iteration 50Q (8781.680000 sec): 3 clusters
  Score: Raw -3338466.892489 + Penalty 5004.150104 = -3333462.742385
  nChanged 39
		SP:Iteration 51Q (8781.750000 sec): 3 clusters
  Score: Raw -3338480.407164 + Penalty 5004.150104 = -3333476.257060
  nChanged 32
		SP:Iteration 52Q (8781.810000 sec): 3 clusters
  Score: Raw -3338492.133097 + Penalty 5004.150104 = -3333487.982992
  nChanged 34
		SP:Iteration 53Q (8781.870000 sec): 3 clusters
  Score: Raw -3338503.275990 + Penalty 5004.150104 = -3333499.125886
  nChanged 28
		SP:Iteration 54Q (8781.940000 sec): 3 clusters
  Score: Raw -3338512.838177 + Penalty 5004.150104 = -3333508.688073
  nChanged 31
		SP:Iteration 55Q (8782.010000 sec): 3 clusters
  Score: Raw -3338523.620760 + Penalty 5004.150104 = -3333519.470656
  nChanged 27
		SP:Iteration 56Q (8782.070000 sec): 3 clusters
  Score: Raw -3338533.278947 + Penalty 5004.150104 = -3333529.128842
  nChanged 25
		SP:Iteration 57Q (8782.140000 sec): 3 clusters
  Score: Raw -3338542.344653 + Penalty 5004.150104 = -3333538.194549
  nChanged 24
		SP:Iteration 58Q (8782.200000 sec): 3 clusters
  Score: Raw -3338549.209841 + Penalty 5004.150104 = -3333545.059736
  nChanged 15
		SP:Iteration 59Q (8782.270000 sec): 3 clusters
  Score: Raw -3338553.194159 + Penalty 5004.150104 = -3333549.044054
  nChanged 12
		SP:Iteration 60F (8782.350000 sec): 3 clusters
  Score: Raw -3338557.661460 + Penalty 5004.150104 = -3333553.511356
  nChanged 12
		SP:Iteration 61Q (8782.420000 sec): 3 clusters
  Score: Raw -3338560.933218 + Penalty 5004.150104 = -3333556.783114
  nChanged 6
		SP:Iteration 62Q (8782.490000 sec): 3 clusters
  Score: Raw -3338562.388609 + Penalty 5004.150104 = -3333558.238504
  nChanged 5
		SP:Iteration 63Q (8782.550000 sec): 3 clusters
  Score: Raw -3338564.631573 + Penalty 5004.150104 = -3333560.481469
  nChanged 5
		SP:Iteration 64Q (8782.620000 sec): 3 clusters
  Score: Raw -3338567.631151 + Penalty 5004.150104 = -3333563.481047
  nChanged 14
		SP:Iteration 65Q (8782.690000 sec): 3 clusters
  Score: Raw -3338573.700011 + Penalty 5004.150104 = -3333569.549907
  nChanged 13
		SP:Iteration 66Q (8782.760000 sec): 3 clusters
  Score: Raw -3338577.840803 + Penalty 5004.150104 = -3333573.690699
  nChanged 8
		SP:Iteration 67Q (8782.820000 sec): 3 clusters
  Score: Raw -3338581.837539 + Penalty 5004.150104 = -3333577.687435
  nChanged 8
		SP:Iteration 68Q (8782.880000 sec): 3 clusters
  Score: Raw -3338585.272881 + Penalty 5004.150104 = -3333581.122777
  nChanged 6
		SP:Iteration 69Q (8782.950000 sec): 3 clusters
  Score: Raw -3338587.390694 + Penalty 5004.150104 = -3333583.240590
  nChanged 10
		SP:Iteration 70Q (8783.010000 sec): 3 clusters
  Score: Raw -3338591.532977 + Penalty 5004.150104 = -3333587.382873
  nChanged 12
		SP:Iteration 71Q (8783.070000 sec): 3 clusters
  Score: Raw -3338596.568550 + Penalty 5004.150104 = -3333592.418446
  nChanged 10
		SP:Iteration 72Q (8783.140000 sec): 3 clusters
  Score: Raw -3338600.606640 + Penalty 5004.150104 = -3333596.456536
  nChanged 11
		SP:Iteration 73Q (8783.200000 sec): 3 clusters
  Score: Raw -3338603.473369 + Penalty 5004.150104 = -3333599.323265
  nChanged 7
		SP:Iteration 74Q (8783.270000 sec): 3 clusters
  Score: Raw -3338605.149367 + Penalty 5004.150104 = -3333600.999263
  nChanged 6
		SP:Iteration 75Q (8783.330000 sec): 3 clusters
  Score: Raw -3338607.757887 + Penalty 5004.150104 = -3333603.607782
  nChanged 7
		SP:Iteration 76Q (8783.390000 sec): 3 clusters
  Score: Raw -3338610.341317 + Penalty 5004.150104 = -3333606.191212
  nChanged 14
		SP:Iteration 77Q (8783.460000 sec): 3 clusters
  Score: Raw -3338616.669751 + Penalty 5004.150104 = -3333612.519646
  nChanged 17
		SP:Iteration 78Q (8783.520000 sec): 3 clusters
  Score: Raw -3338623.672477 + Penalty 5004.150104 = -3333619.522373
  nChanged 7
		SP:Iteration 79Q (8783.590000 sec): 3 clusters
  Score: Raw -3338626.357524 + Penalty 5004.150104 = -3333622.207420
  nChanged 6
		SP:Iteration 80F (8783.670000 sec): 3 clusters
  Score: Raw -3338628.648394 + Penalty 5004.150104 = -3333624.498289
  nChanged 6
		SP:Iteration 81Q (8783.730000 sec): 3 clusters
  Score: Raw -3338630.155954 + Penalty 5004.150104 = -3333626.005850
  nChanged 6
		SP:Iteration 82Q (8783.790000 sec): 3 clusters
  Score: Raw -3338632.354020 + Penalty 5004.150104 = -3333628.203916
  nChanged 9
		SP:Iteration 83Q (8783.860000 sec): 3 clusters
  Score: Raw -3338635.238618 + Penalty 5004.150104 = -3333631.088514
  nChanged 4
		SP:Iteration 84Q (8783.920000 sec): 3 clusters
  Score: Raw -3338636.273751 + Penalty 5004.150104 = -3333632.123647
  nChanged 6
		SP:Iteration 85Q (8783.990000 sec): 3 clusters
  Score: Raw -3338637.798988 + Penalty 5004.150104 = -3333633.648884
  nChanged 5
		SP:Iteration 86Q (8784.050000 sec): 3 clusters
  Score: Raw -3338639.133402 + Penalty 5004.150104 = -3333634.983298
  nChanged 4
		SP:Iteration 87Q (8784.110000 sec): 3 clusters
  Score: Raw -3338640.518397 + Penalty 5004.150104 = -3333636.368293
  nChanged 5
		SP:Iteration 88Q (8784.180000 sec): 3 clusters
  Score: Raw -3338642.321430 + Penalty 5004.150104 = -3333638.171325
  nChanged 4
		SP:Iteration 89Q (8784.240000 sec): 3 clusters
  Score: Raw -3338643.996222 + Penalty 5004.150104 = -3333639.846118
  nChanged 4
		SP:Iteration 90Q (8784.300000 sec): 3 clusters
  Score: Raw -3338645.358393 + Penalty 5004.150104 = -3333641.208289
  nChanged 2
		SP:Iteration 91Q (8784.370000 sec): 3 clusters
  Score: Raw -3338646.256074 + Penalty 5004.150104 = -3333642.105970
  nChanged 4
		SP:Iteration 92Q (8784.430000 sec): 3 clusters
  Score: Raw -3338647.632550 + Penalty 5004.150104 = -3333643.482446
  nChanged 1
		SP:Iteration 93Q (8784.490000 sec): 3 clusters
  Score: Raw -3338647.835441 + Penalty 5004.150104 = -3333643.685337
  nChanged 1
		SP:Iteration 94Q (8784.560000 sec): 3 clusters
  Score: Raw -3338648.139951 + Penalty 5004.150104 = -3333643.989847
  nChanged 2
		SP:Iteration 95Q (8784.620000 sec): 3 clusters
  Score: Raw -3338648.662753 + Penalty 5004.150104 = -3333644.512649
  nChanged 0
		SP:Iteration 96F (8784.710000 sec): 3 clusters
  Score: Raw -3338648.662753 + Penalty 5004.150104 = -3333644.512649
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8784.730000 sec): 2 clusters
  Score: Raw -494000.591510 + Penalty 2019.015069 = -491981.576441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8784.740000 sec): 3 clusters
  Score: Raw -492534.210758 + Penalty 4038.030138 = -488496.180620
  nChanged 1252
		SP:Iteration 1F (8784.750000 sec): 3 clusters
  Score: Raw -493346.653952 + Penalty 4038.030138 = -489308.623815
  nChanged 258
		SP:Iteration 2F (8784.760000 sec): 3 clusters
  Score: Raw -493552.981891 + Penalty 4038.030138 = -489514.951754
  nChanged 191
		SP:Iteration 3F (8784.770000 sec): 3 clusters
  Score: Raw -493672.547121 + Penalty 4038.030138 = -489634.516983
  nChanged 122
		SP:Iteration 4Q (8784.790000 sec): 3 clusters
  Score: Raw -493746.826355 + Penalty 4038.030138 = -489708.796218
  nChanged 96
		SP:Iteration 5Q (8784.800000 sec): 3 clusters
  Score: Raw -493804.355962 + Penalty 4038.030138 = -489766.325824
  nChanged 91
		SP:Iteration 6Q (8784.810000 sec): 3 clusters
  Score: Raw -493863.279437 + Penalty 4038.030138 = -489825.249299
  nChanged 95
		SP:Iteration 7Q (8784.820000 sec): 3 clusters
  Score: Raw -493933.024863 + Penalty 4038.030138 = -489894.994725
  nChanged 95
		SP:Iteration 8Q (8784.830000 sec): 3 clusters
  Score: Raw -493998.959272 + Penalty 4038.030138 = -489960.929134
  nChanged 84
		SP:Iteration 9Q (8784.850000 sec): 3 clusters
  Score: Raw -494047.340359 + Penalty 4038.030138 = -490009.310222
  nChanged 62
		SP:Iteration 10Q (8784.860000 sec): 3 clusters
  Score: Raw -494084.068247 + Penalty 4038.030138 = -490046.038109
  nChanged 62
		SP:Iteration 11Q (8784.870000 sec): 3 clusters
  Score: Raw -494126.783989 + Penalty 4038.030138 = -490088.753851
  nChanged 63
		SP:Iteration 12Q (8784.880000 sec): 3 clusters
  Score: Raw -494165.913469 + Penalty 4038.030138 = -490127.883331
  nChanged 43
		SP:Iteration 13Q (8784.890000 sec): 3 clusters
  Score: Raw -494192.017255 + Penalty 4038.030138 = -490153.987117
  nChanged 44
		SP:Iteration 14Q (8784.910000 sec): 3 clusters
  Score: Raw -494218.221668 + Penalty 4038.030138 = -490180.191530
  nChanged 36
		SP:Iteration 15Q (8784.910000 sec): 3 clusters
  Score: Raw -494240.977826 + Penalty 4038.030138 = -490202.947688
  nChanged 39
		SP:Iteration 16Q (8784.930000 sec): 3 clusters
  Score: Raw -494264.842940 + Penalty 4038.030138 = -490226.812803
  nChanged 39
		SP:Iteration 17Q (8784.940000 sec): 3 clusters
  Score: Raw -494292.998286 + Penalty 4038.030138 = -490254.968148
  nChanged 47
		SP:Iteration 18Q (8784.950000 sec): 3 clusters
  Score: Raw -494332.364326 + Penalty 4038.030138 = -490294.334188
  nChanged 50
		SP:Iteration 19Q (8784.960000 sec): 3 clusters
  Score: Raw -494369.261491 + Penalty 4038.030138 = -490331.231353
  nChanged 40
		SP:Iteration 20F (8784.970000 sec): 3 clusters
  Score: Raw -494411.364049 + Penalty 4038.030138 = -490373.333912
  nChanged 46
		SP:Iteration 21Q (8784.990000 sec): 3 clusters
  Score: Raw -494451.999749 + Penalty 4038.030138 = -490413.969612
  nChanged 58
		SP:Iteration 22Q (8785.000000 sec): 3 clusters
  Score: Raw -494498.322200 + Penalty 4038.030138 = -490460.292062
  nChanged 65
		SP:Iteration 23Q (8785.010000 sec): 3 clusters
  Score: Raw -494556.417773 + Penalty 4038.030138 = -490518.387636
  nChanged 63
		SP:Iteration 24Q (8785.020000 sec): 3 clusters
  Score: Raw -494628.369917 + Penalty 4038.030138 = -490590.339780
  nChanged 65
		SP:Iteration 25Q (8785.030000 sec): 3 clusters
  Score: Raw -494696.098692 + Penalty 4038.030138 = -490658.068555
  nChanged 62
		SP:Iteration 26Q (8785.050000 sec): 3 clusters
  Score: Raw -494756.338111 + Penalty 4038.030138 = -490718.307973
  nChanged 63
		SP:Iteration 27Q (8785.060000 sec): 3 clusters
  Score: Raw -494821.462962 + Penalty 4038.030138 = -490783.432824
  nChanged 65
		SP:Iteration 28Q (8785.070000 sec): 3 clusters
  Score: Raw -494879.844497 + Penalty 4038.030138 = -490841.814360
  nChanged 54
		SP:Iteration 29Q (8785.080000 sec): 3 clusters
  Score: Raw -494924.118050 + Penalty 4038.030138 = -490886.087912
  nChanged 54
		SP:Iteration 30Q (8785.090000 sec): 3 clusters
  Score: Raw -494964.804519 + Penalty 4038.030138 = -490926.774382
  nChanged 53
		SP:Iteration 31Q (8785.100000 sec): 3 clusters
  Score: Raw -495014.336704 + Penalty 4038.030138 = -490976.306567
  nChanged 67
		SP:Iteration 32Q (8785.110000 sec): 3 clusters
  Score: Raw -495088.494367 + Penalty 4038.030138 = -491050.464230
  nChanged 73
		SP:Iteration 33Q (8785.120000 sec): 3 clusters
  Score: Raw -495173.402346 + Penalty 4038.030138 = -491135.372209
  nChanged 66
		SP:Iteration 34Q (8785.130000 sec): 3 clusters
  Score: Raw -495247.203790 + Penalty 4038.030138 = -491209.173653
  nChanged 69
		SP:Iteration 35Q (8785.150000 sec): 3 clusters
  Score: Raw -495314.428868 + Penalty 4038.030138 = -491276.398731
  nChanged 54
		SP:Iteration 36Q (8785.150000 sec): 3 clusters
  Score: Raw -495360.090227 + Penalty 4038.030138 = -491322.060089
  nChanged 50
		SP:Iteration 37Q (8785.170000 sec): 3 clusters
  Score: Raw -495404.630290 + Penalty 4038.030138 = -491366.600152
  nChanged 37
		SP:Iteration 38Q (8785.170000 sec): 3 clusters
  Score: Raw -495430.527793 + Penalty 4038.030138 = -491392.497655
  nChanged 37
		SP:Iteration 39Q (8785.190000 sec): 3 clusters
  Score: Raw -495462.535915 + Penalty 4038.030138 = -491424.505777
  nChanged 33
		SP:Iteration 40F (8785.200000 sec): 3 clusters
  Score: Raw -495497.049708 + Penalty 4038.030138 = -491459.019570
  nChanged 39
		SP:Iteration 41Q (8785.210000 sec): 3 clusters
  Score: Raw -495524.742768 + Penalty 4038.030138 = -491486.712630
  nChanged 38
		SP:Iteration 42Q (8785.220000 sec): 3 clusters
  Score: Raw -495554.420866 + Penalty 4038.030138 = -491516.390728
  nChanged 33
		SP:Iteration 43Q (8785.230000 sec): 3 clusters
  Score: Raw -495576.148669 + Penalty 4038.030138 = -491538.118532
  nChanged 31
		SP:Iteration 44Q (8785.240000 sec): 3 clusters
  Score: Raw -495593.741651 + Penalty 4038.030138 = -491555.711514
  nChanged 29
		SP:Iteration 45Q (8785.250000 sec): 3 clusters
  Score: Raw -495610.548239 + Penalty 4038.030138 = -491572.518101
  nChanged 31
		SP:Iteration 46Q (8785.260000 sec): 3 clusters
  Score: Raw -495633.381065 + Penalty 4038.030138 = -491595.350928
  nChanged 39
		SP:Iteration 47Q (8785.270000 sec): 3 clusters
  Score: Raw -495661.770294 + Penalty 4038.030138 = -491623.740156
  nChanged 28
		SP:Iteration 48Q (8785.280000 sec): 3 clusters
  Score: Raw -495679.883610 + Penalty 4038.030138 = -491641.853472
  nChanged 21
		SP:Iteration 49Q (8785.290000 sec): 3 clusters
  Score: Raw -495689.617563 + Penalty 4038.030138 = -491651.587426
  nChanged 13
		SP:Iteration 50Q (8785.290000 sec): 3 clusters
  Score: Raw -495696.370054 + Penalty 4038.030138 = -491658.339916
  nChanged 12
		SP:Iteration 51Q (8785.310000 sec): 3 clusters
  Score: Raw -495701.216185 + Penalty 4038.030138 = -491663.186048
  nChanged 7
		SP:Iteration 52Q (8785.310000 sec): 3 clusters
  Score: Raw -495703.901322 + Penalty 4038.030138 = -491665.871185
  nChanged 3
		SP:Iteration 53Q (8785.330000 sec): 3 clusters
  Score: Raw -495704.769359 + Penalty 4038.030138 = -491666.739221
  nChanged 7
		SP:Iteration 54Q (8785.330000 sec): 3 clusters
  Score: Raw -495707.382615 + Penalty 4038.030138 = -491669.352477
  nChanged 3
		SP:Iteration 55Q (8785.340000 sec): 3 clusters
  Score: Raw -495708.757104 + Penalty 4038.030138 = -491670.726967
  nChanged 4
		SP:Iteration 56Q (8785.350000 sec): 3 clusters
  Score: Raw -495710.113213 + Penalty 4038.030138 = -491672.083076
  nChanged 2
		SP:Iteration 57Q (8785.360000 sec): 3 clusters
  Score: Raw -495711.068061 + Penalty 4038.030138 = -491673.037923
  nChanged 2
		SP:Iteration 58Q (8785.370000 sec): 3 clusters
  Score: Raw -495711.896488 + Penalty 4038.030138 = -491673.866350
  nChanged 2
		SP:Iteration 59Q (8785.380000 sec): 3 clusters
  Score: Raw -495712.595184 + Penalty 4038.030138 = -491674.565047
  nChanged 2
		SP:Iteration 60F (8785.390000 sec): 3 clusters
  Score: Raw -495713.767951 + Penalty 4038.030138 = -491675.737813
  nChanged 3
		SP:Iteration 61Q (8785.400000 sec): 3 clusters
  Score: Raw -495714.323988 + Penalty 4038.030138 = -491676.293850
  nChanged 3
		SP:Iteration 62Q (8785.410000 sec): 3 clusters
  Score: Raw -495715.759532 + Penalty 4038.030138 = -491677.729395
  nChanged 2
		SP:Iteration 63Q (8785.420000 sec): 3 clusters
  Score: Raw -495717.069447 + Penalty 4038.030138 = -491679.039310
  nChanged 1
		SP:Iteration 64Q (8785.430000 sec): 3 clusters
  Score: Raw -495717.600718 + Penalty 4038.030138 = -491679.570581
  nChanged 2
		SP:Iteration 65Q (8785.440000 sec): 3 clusters
  Score: Raw -495718.055380 + Penalty 4038.030138 = -491680.025242
  nChanged 3
		SP:Iteration 66Q (8785.450000 sec): 3 clusters
  Score: Raw -495719.581400 + Penalty 4038.030138 = -491681.551262
  nChanged 1
		SP:Iteration 67Q (8785.460000 sec): 3 clusters
  Score: Raw -495720.002440 + Penalty 4038.030138 = -491681.972303
  nChanged 4
		SP:Iteration 68Q (8785.470000 sec): 3 clusters
  Score: Raw -495722.597957 + Penalty 4038.030138 = -491684.567820
  nChanged 7
		SP:Iteration 69Q (8785.480000 sec): 3 clusters
  Score: Raw -495726.421646 + Penalty 4038.030138 = -491688.391508
  nChanged 7
		SP:Iteration 70Q (8785.490000 sec): 3 clusters
  Score: Raw -495729.260885 + Penalty 4038.030138 = -491691.230747
  nChanged 3
		SP:Iteration 71Q (8785.500000 sec): 3 clusters
  Score: Raw -495730.269484 + Penalty 4038.030138 = -491692.239346
  nChanged 2
		SP:Iteration 72Q (8785.510000 sec): 3 clusters
  Score: Raw -495730.660404 + Penalty 4038.030138 = -491692.630267
  nChanged 0
		SP:Iteration 73F (8785.520000 sec): 3 clusters
  Score: Raw -495730.660404 + Penalty 4038.030138 = -491692.630267
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8785.530000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8785.530000 sec): 3 clusters
  Score: Raw -126974.881610 + Penalty 3350.283633 = -123624.597976
  nChanged 197
		SP:Iteration 1F (8785.530000 sec): 3 clusters
  Score: Raw -127257.424839 + Penalty 3350.283633 = -123907.141206
  nChanged 52
		SP:Iteration 2F (8785.530000 sec): 3 clusters
  Score: Raw -127361.262007 + Penalty 3350.283633 = -124010.978374
  nChanged 28
		SP:Iteration 3Q (8785.540000 sec): 3 clusters
  Score: Raw -127402.191591 + Penalty 3350.283633 = -124051.907957
  nChanged 12
		SP:Iteration 4Q (8785.540000 sec): 3 clusters
  Score: Raw -127417.438287 + Penalty 3350.283633 = -124067.154653
  nChanged 9
		SP:Iteration 5Q (8785.550000 sec): 3 clusters
  Score: Raw -127432.737442 + Penalty 3350.283633 = -124082.453809
  nChanged 9
		SP:Iteration 6Q (8785.550000 sec): 3 clusters
  Score: Raw -127443.861294 + Penalty 3350.283633 = -124093.577660
  nChanged 6
		SP:Iteration 7Q (8785.550000 sec): 3 clusters
  Score: Raw -127450.636352 + Penalty 3350.283633 = -124100.352718
  nChanged 5
		SP:Iteration 8Q (8785.550000 sec): 3 clusters
  Score: Raw -127457.555555 + Penalty 3350.283633 = -124107.271921
  nChanged 4
		SP:Iteration 9Q (8785.550000 sec): 3 clusters
  Score: Raw -127461.791984 + Penalty 3350.283633 = -124111.508350
  nChanged 1
		SP:Iteration 10Q (8785.560000 sec): 3 clusters
  Score: Raw -127465.504321 + Penalty 3350.283633 = -124115.220688
  nChanged 1
		SP:Iteration 11Q (8785.560000 sec): 3 clusters
  Score: Raw -127467.010353 + Penalty 3350.283633 = -124116.726720
  nChanged 1
		SP:Iteration 12Q (8785.570000 sec): 3 clusters
  Score: Raw -127470.630910 + Penalty 3350.283633 = -124120.347277
  nChanged 3
		SP:Iteration 13Q (8785.570000 sec): 3 clusters
  Score: Raw -127472.991745 + Penalty 3350.283633 = -124122.708111
  nChanged 0
		SP:Iteration 14F (8785.570000 sec): 3 clusters
  Score: Raw -127472.991745 + Penalty 3350.283633 = -124122.708111
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8785.570000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8785.570000 sec): 3 clusters
  Score: Raw -33646.254566 + Penalty 2756.186719 = -30890.067847
  nChanged 29
		SP:Iteration 1F (8785.570000 sec): 3 clusters
  Score: Raw -33741.567217 + Penalty 2756.186719 = -30985.380498
  nChanged 6
		SP:Iteration 2Q (8785.570000 sec): 3 clusters
  Score: Raw -33767.979039 + Penalty 2756.186719 = -31011.792320
  nChanged 2
		SP:Iteration 3Q (8785.580000 sec): 3 clusters
  Score: Raw -33774.344479 + Penalty 2756.186719 = -31018.157760
  nChanged 2
		SP:Iteration 4Q (8785.580000 sec): 3 clusters
  Score: Raw -33776.935076 + Penalty 2756.186719 = -31020.748357
  nChanged 2
		SP:Iteration 5Q (8785.580000 sec): 3 clusters
  Score: Raw -33782.605085 + Penalty 2756.186719 = -31026.418366
  nChanged 4
		SP:Iteration 6Q (8785.580000 sec): 3 clusters
  Score: Raw -33799.841171 + Penalty 2756.186719 = -31043.654452
  nChanged 4
		SP:Iteration 7Q (8785.580000 sec): 3 clusters
  Score: Raw -33815.151545 + Penalty 2756.186719 = -31058.964827
  nChanged 4
		SP:Iteration 8Q (8785.580000 sec): 3 clusters
  Score: Raw -33852.165753 + Penalty 2756.186719 = -31095.979035
  nChanged 4
		SP:Iteration 9Q (8785.580000 sec): 3 clusters
  Score: Raw -33876.250973 + Penalty 2756.186719 = -31120.064255
  nChanged 2
		SP:Iteration 10Q (8785.580000 sec): 3 clusters
  Score: Raw -33885.805993 + Penalty 2756.186719 = -31129.619275
  nChanged 1
		SP:Iteration 11Q (8785.580000 sec): 3 clusters
  Score: Raw -33890.535885 + Penalty 2756.186719 = -31134.349167
  nChanged 1
		SP:Iteration 12Q (8785.590000 sec): 3 clusters
  Score: Raw -33896.272636 + Penalty 2756.186719 = -31140.085918
  nChanged 0
		SP:Iteration 13F (8785.590000 sec): 3 clusters
  Score: Raw -33896.272636 + Penalty 2756.186719 = -31140.085918
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8785.630000 sec): 2 clusters
  Score: Raw -2059139.694813 + Penalty 2363.951249 = -2056775.743564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8785.680000 sec): 3 clusters
  Score: Raw -2051309.200339 + Penalty 4727.902497 = -2046581.297841
  nChanged 5954
		SP:Iteration 1F (8785.730000 sec): 3 clusters
  Score: Raw -2054533.329156 + Penalty 4727.902497 = -2049805.426658
  nChanged 886
		SP:Iteration 2F (8785.780000 sec): 3 clusters
  Score: Raw -2054911.141550 + Penalty 4727.902497 = -2050183.239053
  nChanged 702
		SP:Iteration 3F (8785.830000 sec): 3 clusters
  Score: Raw -2055201.990665 + Penalty 4727.902497 = -2050474.088168
  nChanged 612
		SP:Iteration 4Q (8785.880000 sec): 3 clusters
  Score: Raw -2055477.292367 + Penalty 4727.902497 = -2050749.389869
  nChanged 576
		SP:Iteration 5Q (8785.930000 sec): 3 clusters
  Score: Raw -2055745.780321 + Penalty 4727.902497 = -2051017.877824
  nChanged 535
		SP:Iteration 6Q (8785.970000 sec): 3 clusters
  Score: Raw -2056021.621163 + Penalty 4727.902497 = -2051293.718666
  nChanged 544
		SP:Iteration 7Q (8786.020000 sec): 3 clusters
  Score: Raw -2056333.586387 + Penalty 4727.902497 = -2051605.683889
  nChanged 583
		SP:Iteration 8Q (8786.070000 sec): 3 clusters
  Score: Raw -2056720.057914 + Penalty 4727.902497 = -2051992.155416
  nChanged 626
		SP:Iteration 9Q (8786.120000 sec): 3 clusters
  Score: Raw -2057167.183606 + Penalty 4727.902497 = -2052439.281108
  nChanged 550
		SP:Iteration 10Q (8786.170000 sec): 3 clusters
  Score: Raw -2057560.533513 + Penalty 4727.902497 = -2052832.631016
  nChanged 516
		SP:Iteration 11Q (8786.210000 sec): 3 clusters
  Score: Raw -2057895.982265 + Penalty 4727.902497 = -2053168.079768
  nChanged 412
		SP:Iteration 12Q (8786.260000 sec): 3 clusters
  Score: Raw -2058171.197006 + Penalty 4727.902497 = -2053443.294508
  nChanged 357
		SP:Iteration 13Q (8786.310000 sec): 3 clusters
  Score: Raw -2058416.374344 + Penalty 4727.902497 = -2053688.471847
  nChanged 293
		SP:Iteration 14Q (8786.350000 sec): 3 clusters
  Score: Raw -2058589.920833 + Penalty 4727.902497 = -2053862.018336
  nChanged 241
		SP:Iteration 15Q (8786.390000 sec): 3 clusters
  Score: Raw -2058730.472864 + Penalty 4727.902497 = -2054002.570366
  nChanged 190
		SP:Iteration 16Q (8786.430000 sec): 3 clusters
  Score: Raw -2058833.070055 + Penalty 4727.902497 = -2054105.167557
  nChanged 158
		SP:Iteration 17Q (8786.480000 sec): 3 clusters
  Score: Raw -2058914.072183 + Penalty 4727.902497 = -2054186.169686
  nChanged 143
		SP:Iteration 18Q (8786.520000 sec): 3 clusters
  Score: Raw -2058981.218198 + Penalty 4727.902497 = -2054253.315701
  nChanged 113
		SP:Iteration 19Q (8786.560000 sec): 3 clusters
  Score: Raw -2059026.190950 + Penalty 4727.902497 = -2054298.288452
  nChanged 91
		SP:Iteration 20F (8786.610000 sec): 3 clusters
  Score: Raw -2059068.544105 + Penalty 4727.902497 = -2054340.641608
  nChanged 96
		SP:Iteration 21Q (8786.650000 sec): 3 clusters
  Score: Raw -2059114.253489 + Penalty 4727.902497 = -2054386.350992
  nChanged 90
		SP:Iteration 22Q (8786.690000 sec): 3 clusters
  Score: Raw -2059158.498326 + Penalty 4727.902497 = -2054430.595828
  nChanged 75
		SP:Iteration 23Q (8786.730000 sec): 3 clusters
  Score: Raw -2059191.960090 + Penalty 4727.902497 = -2054464.057593
  nChanged 73
		SP:Iteration 24Q (8786.770000 sec): 3 clusters
  Score: Raw -2059224.413768 + Penalty 4727.902497 = -2054496.511271
  nChanged 65
		SP:Iteration 25Q (8786.800000 sec): 3 clusters
  Score: Raw -2059255.134376 + Penalty 4727.902497 = -2054527.231879
  nChanged 67
		SP:Iteration 26Q (8786.840000 sec): 3 clusters
  Score: Raw -2059285.129306 + Penalty 4727.902497 = -2054557.226808
  nChanged 56
		SP:Iteration 27Q (8786.880000 sec): 3 clusters
  Score: Raw -2059310.964145 + Penalty 4727.902497 = -2054583.061648
  nChanged 55
		SP:Iteration 28Q (8786.920000 sec): 3 clusters
  Score: Raw -2059335.960878 + Penalty 4727.902497 = -2054608.058380
  nChanged 45
		SP:Iteration 29Q (8786.960000 sec): 3 clusters
  Score: Raw -2059360.284310 + Penalty 4727.902497 = -2054632.381812
  nChanged 33
		SP:Iteration 30Q (8787.000000 sec): 3 clusters
  Score: Raw -2059378.530157 + Penalty 4727.902497 = -2054650.627659
  nChanged 37
		SP:Iteration 31Q (8787.030000 sec): 3 clusters
  Score: Raw -2059397.935423 + Penalty 4727.902497 = -2054670.032925
  nChanged 29
		SP:Iteration 32Q (8787.070000 sec): 3 clusters
  Score: Raw -2059411.796450 + Penalty 4727.902497 = -2054683.893953
  nChanged 23
		SP:Iteration 33Q (8787.110000 sec): 3 clusters
  Score: Raw -2059421.791758 + Penalty 4727.902497 = -2054693.889261
  nChanged 20
		SP:Iteration 34Q (8787.150000 sec): 3 clusters
  Score: Raw -2059430.929208 + Penalty 4727.902497 = -2054703.026710
  nChanged 21
		SP:Iteration 35Q (8787.190000 sec): 3 clusters
  Score: Raw -2059440.387634 + Penalty 4727.902497 = -2054712.485136
  nChanged 23
		SP:Iteration 36Q (8787.220000 sec): 3 clusters
  Score: Raw -2059453.827247 + Penalty 4727.902497 = -2054725.924749
  nChanged 30
		SP:Iteration 37Q (8787.260000 sec): 3 clusters
  Score: Raw -2059468.095807 + Penalty 4727.902497 = -2054740.193310
  nChanged 25
		SP:Iteration 38Q (8787.300000 sec): 3 clusters
  Score: Raw -2059480.015710 + Penalty 4727.902497 = -2054752.113213
  nChanged 22
		SP:Iteration 39Q (8787.330000 sec): 3 clusters
  Score: Raw -2059491.593613 + Penalty 4727.902497 = -2054763.691116
  nChanged 20
		SP:Iteration 40F (8787.380000 sec): 3 clusters
  Score: Raw -2059499.079512 + Penalty 4727.902497 = -2054771.177015
  nChanged 6
		SP:Iteration 41Q (8787.420000 sec): 3 clusters
  Score: Raw -2059501.823225 + Penalty 4727.902497 = -2054773.920727
  nChanged 7
		SP:Iteration 42Q (8787.450000 sec): 3 clusters
  Score: Raw -2059505.367639 + Penalty 4727.902497 = -2054777.465142
  nChanged 6
		SP:Iteration 43Q (8787.490000 sec): 3 clusters
  Score: Raw -2059507.329453 + Penalty 4727.902497 = -2054779.426956
  nChanged 3
		SP:Iteration 44Q (8787.530000 sec): 3 clusters
  Score: Raw -2059508.951512 + Penalty 4727.902497 = -2054781.049014
  nChanged 3
		SP:Iteration 45Q (8787.570000 sec): 3 clusters
  Score: Raw -2059510.053058 + Penalty 4727.902497 = -2054782.150561
  nChanged 1
		SP:Iteration 46Q (8787.610000 sec): 3 clusters
  Score: Raw -2059510.404495 + Penalty 4727.902497 = -2054782.501998
  nChanged 2
		SP:Iteration 47Q (8787.640000 sec): 3 clusters
  Score: Raw -2059511.763002 + Penalty 4727.902497 = -2054783.860505
  nChanged 7
		SP:Iteration 48Q (8787.680000 sec): 3 clusters
  Score: Raw -2059514.279419 + Penalty 4727.902497 = -2054786.376921
  nChanged 9
		SP:Iteration 49Q (8787.720000 sec): 3 clusters
  Score: Raw -2059518.279651 + Penalty 4727.902497 = -2054790.377154
  nChanged 6
		SP:Iteration 50Q (8787.760000 sec): 3 clusters
  Score: Raw -2059520.096848 + Penalty 4727.902497 = -2054792.194351
  nChanged 4
		SP:Iteration 51Q (8787.790000 sec): 3 clusters
  Score: Raw -2059521.824885 + Penalty 4727.902497 = -2054793.922388
  nChanged 3
		SP:Iteration 52Q (8787.830000 sec): 3 clusters
  Score: Raw -2059523.365087 + Penalty 4727.902497 = -2054795.462590
  nChanged 0
		SP:Iteration 53F (8787.880000 sec): 3 clusters
  Score: Raw -2059523.365087 + Penalty 4727.902497 = -2054795.462590
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8788.110000 sec): 2 clusters
  Score: Raw -10201756.024203 + Penalty 2765.905493 = -10198990.118710
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8788.370000 sec): 3 clusters
  Score: Raw -10157738.212453 + Penalty 5531.810985 = -10152206.401468
  nChanged 32596
		SP:Iteration 1F (8788.630000 sec): 3 clusters
  Score: Raw -10176482.837969 + Penalty 5531.810985 = -10170951.026984
  nChanged 3370
		SP:Iteration 2Q (8788.890000 sec): 3 clusters
  Score: Raw -10177850.920492 + Penalty 5531.810985 = -10172319.109507
  nChanged 4080
		SP:Iteration 3F (8789.150000 sec): 3 clusters
  Score: Raw -10179960.765781 + Penalty 5531.810985 = -10174428.954796
  nChanged 4949
		SP:Iteration 4F (8789.410000 sec): 3 clusters
  Score: Raw -10183168.423150 + Penalty 5531.810985 = -10177636.612165
  nChanged 5485
		SP:Iteration 5F (8789.660000 sec): 3 clusters
  Score: Raw -10187374.374758 + Penalty 5531.810985 = -10181842.563773
  nChanged 5310
		SP:Iteration 6F (8789.920000 sec): 3 clusters
  Score: Raw -10191789.336070 + Penalty 5531.810985 = -10186257.525085
  nChanged 4501
		SP:Iteration 7F (8790.180000 sec): 3 clusters
  Score: Raw -10195859.788704 + Penalty 5531.810985 = -10190327.977719
  nChanged 3252
		SP:Iteration 8Q (8790.440000 sec): 3 clusters
  Score: Raw -10198808.637953 + Penalty 5531.810985 = -10193276.826968
  nChanged 1947
		SP:Iteration 9Q (8790.680000 sec): 3 clusters
  Score: Raw -10200535.366965 + Penalty 5531.810985 = -10195003.555980
  nChanged 973
		SP:Iteration 10Q (8790.920000 sec): 3 clusters
  Score: Raw -10201338.905283 + Penalty 5531.810985 = -10195807.094298
  nChanged 424
		SP:Iteration 11Q (8791.130000 sec): 3 clusters
  Score: Raw -10201675.445880 + Penalty 5531.810985 = -10196143.634895
  nChanged 204
		SP:Iteration 12Q (8791.330000 sec): 3 clusters
  Score: Raw -10201855.740596 + Penalty 5531.810985 = -10196323.929611
  nChanged 126
		SP:Iteration 13Q (8791.520000 sec): 3 clusters
  Score: Raw -10201962.738946 + Penalty 5531.810985 = -10196430.927961
  nChanged 63
		SP:Iteration 14Q (8791.710000 sec): 3 clusters
  Score: Raw -10202021.956496 + Penalty 5531.810985 = -10196490.145511
  nChanged 43
		SP:Iteration 15Q (8791.900000 sec): 3 clusters
  Score: Raw -10202065.158021 + Penalty 5531.810985 = -10196533.347036
  nChanged 36
		SP:Iteration 16Q (8792.090000 sec): 3 clusters
  Score: Raw -10202101.349739 + Penalty 5531.810985 = -10196569.538754
  nChanged 19
		SP:Iteration 17Q (8792.270000 sec): 3 clusters
  Score: Raw -10202118.397824 + Penalty 5531.810985 = -10196586.586839
  nChanged 11
		SP:Iteration 18Q (8792.460000 sec): 3 clusters
  Score: Raw -10202126.911164 + Penalty 5531.810985 = -10196595.100179
  nChanged 6
		SP:Iteration 19Q (8792.640000 sec): 3 clusters
  Score: Raw -10202133.042201 + Penalty 5531.810985 = -10196601.231216
  nChanged 5
		SP:Iteration 20F (8792.900000 sec): 3 clusters
  Score: Raw -10202137.807120 + Penalty 5531.810985 = -10196605.996135
  nChanged 7
		SP:Iteration 21Q (8793.080000 sec): 3 clusters
  Score: Raw -10202145.049047 + Penalty 5531.810985 = -10196613.238062
  nChanged 8
		SP:Iteration 22Q (8793.260000 sec): 3 clusters
  Score: Raw -10202151.545614 + Penalty 5531.810985 = -10196619.734629
  nChanged 4
		SP:Iteration 23Q (8793.450000 sec): 3 clusters
  Score: Raw -10202156.473148 + Penalty 5531.810985 = -10196624.662163
  nChanged 6
		SP:Iteration 24Q (8793.640000 sec): 3 clusters
  Score: Raw -10202163.395938 + Penalty 5531.810985 = -10196631.584953
  nChanged 8
		SP:Iteration 25Q (8793.820000 sec): 3 clusters
  Score: Raw -10202175.464932 + Penalty 5531.810985 = -10196643.653947
  nChanged 5
		SP:Iteration 26Q (8794.010000 sec): 3 clusters
  Score: Raw -10202178.417185 + Penalty 5531.810985 = -10196646.606200
  nChanged 5
		SP:Iteration 27Q (8794.190000 sec): 3 clusters
  Score: Raw -10202181.901259 + Penalty 5531.810985 = -10196650.090274
  nChanged 3
		SP:Iteration 28Q (8794.370000 sec): 3 clusters
  Score: Raw -10202183.652035 + Penalty 5531.810985 = -10196651.841050
  nChanged 4
		SP:Iteration 29Q (8794.560000 sec): 3 clusters
  Score: Raw -10202188.759269 + Penalty 5531.810985 = -10196656.948284
  nChanged 1
		SP:Iteration 30Q (8794.740000 sec): 3 clusters
  Score: Raw -10202190.686743 + Penalty 5531.810985 = -10196658.875758
  nChanged 2
		SP:Iteration 31Q (8794.920000 sec): 3 clusters
  Score: Raw -10202193.132178 + Penalty 5531.810985 = -10196661.321193
  nChanged 2
		SP:Iteration 32Q (8795.100000 sec): 3 clusters
  Score: Raw -10202195.471168 + Penalty 5531.810985 = -10196663.660183
  nChanged 1
		SP:Iteration 33Q (8795.290000 sec): 3 clusters
  Score: Raw -10202196.437965 + Penalty 5531.810985 = -10196664.626980
  nChanged 0
		SP:Iteration 34F (8795.540000 sec): 3 clusters
  Score: Raw -10202196.437965 + Penalty 5531.810985 = -10196664.626980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8795.580000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8795.590000 sec): 3 clusters
  Score: Raw -385254.617341 + Penalty 3923.652944 = -381330.964397
  nChanged 926
		SP:Iteration 1F (8795.600000 sec): 3 clusters
  Score: Raw -385876.985708 + Penalty 3923.652944 = -381953.332764
  nChanged 216
		SP:Iteration 2F (8795.600000 sec): 3 clusters
  Score: Raw -386034.419999 + Penalty 3923.652944 = -382110.767055
  nChanged 122
		SP:Iteration 3Q (8795.620000 sec): 3 clusters
  Score: Raw -386110.615252 + Penalty 3923.652944 = -382186.962308
  nChanged 72
		SP:Iteration 4Q (8795.620000 sec): 3 clusters
  Score: Raw -386154.482822 + Penalty 3923.652944 = -382230.829878
  nChanged 55
		SP:Iteration 5Q (8795.630000 sec): 3 clusters
  Score: Raw -386187.274875 + Penalty 3923.652944 = -382263.621931
  nChanged 48
		SP:Iteration 6Q (8795.640000 sec): 3 clusters
  Score: Raw -386213.693904 + Penalty 3923.652944 = -382290.040960
  nChanged 31
		SP:Iteration 7Q (8795.650000 sec): 3 clusters
  Score: Raw -386231.746700 + Penalty 3923.652944 = -382308.093756
  nChanged 25
		SP:Iteration 8Q (8795.660000 sec): 3 clusters
  Score: Raw -386245.506926 + Penalty 3923.652944 = -382321.853982
  nChanged 24
		SP:Iteration 9Q (8795.670000 sec): 3 clusters
  Score: Raw -386257.070471 + Penalty 3923.652944 = -382333.417527
  nChanged 22
		SP:Iteration 10Q (8795.680000 sec): 3 clusters
  Score: Raw -386266.087437 + Penalty 3923.652944 = -382342.434493
  nChanged 20
		SP:Iteration 11Q (8795.690000 sec): 3 clusters
  Score: Raw -386275.875997 + Penalty 3923.652944 = -382352.223054
  nChanged 14
		SP:Iteration 12Q (8795.700000 sec): 3 clusters
  Score: Raw -386283.542043 + Penalty 3923.652944 = -382359.889099
  nChanged 12
		SP:Iteration 13Q (8795.710000 sec): 3 clusters
  Score: Raw -386288.510707 + Penalty 3923.652944 = -382364.857763
  nChanged 7
		SP:Iteration 14Q (8795.720000 sec): 3 clusters
  Score: Raw -386291.970481 + Penalty 3923.652944 = -382368.317537
  nChanged 8
		SP:Iteration 15Q (8795.730000 sec): 3 clusters
  Score: Raw -386295.191934 + Penalty 3923.652944 = -382371.538990
  nChanged 4
		SP:Iteration 16Q (8795.740000 sec): 3 clusters
  Score: Raw -386296.697707 + Penalty 3923.652944 = -382373.044763
  nChanged 5
		SP:Iteration 17Q (8795.740000 sec): 3 clusters
  Score: Raw -386299.661522 + Penalty 3923.652944 = -382376.008578
  nChanged 5
		SP:Iteration 18Q (8795.760000 sec): 3 clusters
  Score: Raw -386302.008586 + Penalty 3923.652944 = -382378.355642
  nChanged 3
		SP:Iteration 19Q (8795.760000 sec): 3 clusters
  Score: Raw -386302.608831 + Penalty 3923.652944 = -382378.955887
  nChanged 2
		SP:Iteration 20F (8795.770000 sec): 3 clusters
  Score: Raw -386303.469331 + Penalty 3923.652944 = -382379.816387
  nChanged 2
		SP:Iteration 21Q (8795.780000 sec): 3 clusters
  Score: Raw -386303.895071 + Penalty 3923.652944 = -382380.242128
  nChanged 1
		SP:Iteration 22Q (8795.790000 sec): 3 clusters
  Score: Raw -386304.159741 + Penalty 3923.652944 = -382380.506798
  nChanged 1
		SP:Iteration 23Q (8795.800000 sec): 3 clusters
  Score: Raw -386304.647081 + Penalty 3923.652944 = -382380.994137
  nChanged 2
		SP:Iteration 24Q (8795.810000 sec): 3 clusters
  Score: Raw -386306.135087 + Penalty 3923.652944 = -382382.482143
  nChanged 5
		SP:Iteration 25Q (8795.820000 sec): 3 clusters
  Score: Raw -386307.697533 + Penalty 3923.652944 = -382384.044589
  nChanged 4
		SP:Iteration 26Q (8795.830000 sec): 3 clusters
  Score: Raw -386308.857542 + Penalty 3923.652944 = -382385.204598
  nChanged 3
		SP:Iteration 27Q (8795.840000 sec): 3 clusters
  Score: Raw -386309.600698 + Penalty 3923.652944 = -382385.947755
  nChanged 1
		SP:Iteration 28Q (8795.850000 sec): 3 clusters
  Score: Raw -386309.914883 + Penalty 3923.652944 = -382386.261939
  nChanged 2
		SP:Iteration 29Q (8795.860000 sec): 3 clusters
  Score: Raw -386310.303185 + Penalty 3923.652944 = -382386.650241
  nChanged 1
		SP:Iteration 30Q (8795.870000 sec): 3 clusters
  Score: Raw -386310.427383 + Penalty 3923.652944 = -382386.774439
  nChanged 1
		SP:Iteration 31Q (8795.880000 sec): 3 clusters
  Score: Raw -386310.753870 + Penalty 3923.652944 = -382387.100927
  nChanged 2
		SP:Iteration 32Q (8795.880000 sec): 3 clusters
  Score: Raw -386311.313692 + Penalty 3923.652944 = -382387.660748
  nChanged 3
		SP:Iteration 33Q (8795.900000 sec): 3 clusters
  Score: Raw -386312.562042 + Penalty 3923.652944 = -382388.909099
  nChanged 2
		SP:Iteration 34Q (8795.900000 sec): 3 clusters
  Score: Raw -386313.948985 + Penalty 3923.652944 = -382390.296041
  nChanged 1
		SP:Iteration 35Q (8795.920000 sec): 3 clusters
  Score: Raw -386314.207139 + Penalty 3923.652944 = -382390.554195
  nChanged 1
		SP:Iteration 36Q (8795.920000 sec): 3 clusters
  Score: Raw -386314.528027 + Penalty 3923.652944 = -382390.875084
  nChanged 1
		SP:Iteration 37Q (8795.930000 sec): 3 clusters
  Score: Raw -386314.637164 + Penalty 3923.652944 = -382390.984221
  nChanged 0
		SP:Iteration 38F (8795.940000 sec): 3 clusters
  Score: Raw -386314.637164 + Penalty 3923.652944 = -382390.984221
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8795.950000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8795.950000 sec): 3 clusters
  Score: Raw -168867.316931 + Penalty 3494.272938 = -165373.043993
  nChanged 302
		SP:Iteration 1F (8795.960000 sec): 3 clusters
  Score: Raw -169139.873561 + Penalty 3494.272938 = -165645.600623
  nChanged 72
		SP:Iteration 2F (8795.960000 sec): 3 clusters
  Score: Raw -169218.171854 + Penalty 3494.272938 = -165723.898916
  nChanged 30
		SP:Iteration 3Q (8795.960000 sec): 3 clusters
  Score: Raw -169251.287913 + Penalty 3494.272938 = -165757.014975
  nChanged 21
		SP:Iteration 4Q (8795.970000 sec): 3 clusters
  Score: Raw -169275.307265 + Penalty 3494.272938 = -165781.034327
  nChanged 14
		SP:Iteration 5Q (8795.970000 sec): 3 clusters
  Score: Raw -169288.309109 + Penalty 3494.272938 = -165794.036171
  nChanged 10
		SP:Iteration 6Q (8795.980000 sec): 3 clusters
  Score: Raw -169299.287511 + Penalty 3494.272938 = -165805.014573
  nChanged 7
		SP:Iteration 7Q (8795.980000 sec): 3 clusters
  Score: Raw -169305.054600 + Penalty 3494.272938 = -165810.781662
  nChanged 3
		SP:Iteration 8Q (8795.980000 sec): 3 clusters
  Score: Raw -169306.151767 + Penalty 3494.272938 = -165811.878829
  nChanged 3
		SP:Iteration 9Q (8795.990000 sec): 3 clusters
  Score: Raw -169309.085449 + Penalty 3494.272938 = -165814.812510
  nChanged 4
		SP:Iteration 10Q (8795.990000 sec): 3 clusters
  Score: Raw -169312.938422 + Penalty 3494.272938 = -165818.665484
  nChanged 4
		SP:Iteration 11Q (8796.000000 sec): 3 clusters
  Score: Raw -169317.103309 + Penalty 3494.272938 = -165822.830371
  nChanged 3
		SP:Iteration 12Q (8796.000000 sec): 3 clusters
  Score: Raw -169319.789874 + Penalty 3494.272938 = -165825.516936
  nChanged 4
		SP:Iteration 13Q (8796.000000 sec): 3 clusters
  Score: Raw -169323.573023 + Penalty 3494.272938 = -165829.300085
  nChanged 4
		SP:Iteration 14Q (8796.010000 sec): 3 clusters
  Score: Raw -169328.358306 + Penalty 3494.272938 = -165834.085368
  nChanged 6
		SP:Iteration 15Q (8796.010000 sec): 3 clusters
  Score: Raw -169334.898745 + Penalty 3494.272938 = -165840.625807
  nChanged 7
		SP:Iteration 16Q (8796.020000 sec): 3 clusters
  Score: Raw -169341.378820 + Penalty 3494.272938 = -165847.105882
  nChanged 2
		SP:Iteration 17Q (8796.020000 sec): 3 clusters
  Score: Raw -169344.272707 + Penalty 3494.272938 = -165849.999769
  nChanged 6
		SP:Iteration 18Q (8796.020000 sec): 3 clusters
  Score: Raw -169350.271734 + Penalty 3494.272938 = -165855.998795
  nChanged 4
		SP:Iteration 19Q (8796.030000 sec): 3 clusters
  Score: Raw -169354.957013 + Penalty 3494.272938 = -165860.684075
  nChanged 3
		SP:Iteration 20F (8796.030000 sec): 3 clusters
  Score: Raw -169359.253638 + Penalty 3494.272938 = -165864.980700
  nChanged 2
		SP:Iteration 21Q (8796.040000 sec): 3 clusters
  Score: Raw -169360.931221 + Penalty 3494.272938 = -165866.658283
  nChanged 3
		SP:Iteration 22Q (8796.040000 sec): 3 clusters
  Score: Raw -169367.023728 + Penalty 3494.272938 = -165872.750790
  nChanged 4
		SP:Iteration 23Q (8796.040000 sec): 3 clusters
  Score: Raw -169372.161867 + Penalty 3494.272938 = -165877.888929
  nChanged 2
		SP:Iteration 24Q (8796.050000 sec): 3 clusters
  Score: Raw -169374.715266 + Penalty 3494.272938 = -165880.442328
  nChanged 1
		SP:Iteration 25Q (8796.050000 sec): 3 clusters
  Score: Raw -169375.207863 + Penalty 3494.272938 = -165880.934925
  nChanged 2
		SP:Iteration 26Q (8796.050000 sec): 3 clusters
  Score: Raw -169378.278404 + Penalty 3494.272938 = -165884.005466
  nChanged 1
		SP:Iteration 27Q (8796.060000 sec): 3 clusters
  Score: Raw -169381.731275 + Penalty 3494.272938 = -165887.458337
  nChanged 6
		SP:Iteration 28Q (8796.060000 sec): 3 clusters
  Score: Raw -169391.372612 + Penalty 3494.272938 = -165897.099674
  nChanged 8
		SP:Iteration 29Q (8796.060000 sec): 3 clusters
  Score: Raw -169401.295888 + Penalty 3494.272938 = -165907.022950
  nChanged 5
		SP:Iteration 30Q (8796.070000 sec): 3 clusters
  Score: Raw -169407.252119 + Penalty 3494.272938 = -165912.979181
  nChanged 3
		SP:Iteration 31Q (8796.070000 sec): 3 clusters
  Score: Raw -169410.978163 + Penalty 3494.272938 = -165916.705225
  nChanged 1
		SP:Iteration 32Q (8796.080000 sec): 3 clusters
  Score: Raw -169412.256325 + Penalty 3494.272938 = -165917.983387
  nChanged 1
		SP:Iteration 33Q (8796.080000 sec): 3 clusters
  Score: Raw -169412.923052 + Penalty 3494.272938 = -165918.650114
  nChanged 1
		SP:Iteration 34Q (8796.080000 sec): 3 clusters
  Score: Raw -169413.499256 + Penalty 3494.272938 = -165919.226318
  nChanged 2
		SP:Iteration 35Q (8796.090000 sec): 3 clusters
  Score: Raw -169414.570655 + Penalty 3494.272938 = -165920.297717
  nChanged 0
		SP:Iteration 36F (8796.090000 sec): 3 clusters
  Score: Raw -169414.570655 + Penalty 3494.272938 = -165920.297717
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8796.100000 sec): 2 clusters
  Score: Raw -257203.131277 + Penalty 1864.614590 = -255338.516687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8796.110000 sec): 3 clusters
  Score: Raw -256611.474326 + Penalty 3729.229180 = -252882.245146
  nChanged 579
		SP:Iteration 1F (8796.110000 sec): 3 clusters
  Score: Raw -257367.294476 + Penalty 3729.229180 = -253638.065296
  nChanged 204
		SP:Iteration 2F (8796.120000 sec): 3 clusters
  Score: Raw -257834.325330 + Penalty 3729.229180 = -254105.096151
  nChanged 169
		SP:Iteration 3F (8796.120000 sec): 3 clusters
  Score: Raw -258119.612108 + Penalty 3729.229180 = -254390.382928
  nChanged 112
		SP:Iteration 4F (8796.130000 sec): 3 clusters
  Score: Raw -258368.136381 + Penalty 3729.229180 = -254638.907201
  nChanged 100
		SP:Iteration 5F (8796.140000 sec): 3 clusters
  Score: Raw -258588.408398 + Penalty 3729.229180 = -254859.179219
  nChanged 59
		SP:Iteration 6Q (8796.140000 sec): 3 clusters
  Score: Raw -258705.536108 + Penalty 3729.229180 = -254976.306928
  nChanged 42
		SP:Iteration 7Q (8796.150000 sec): 3 clusters
  Score: Raw -258784.601748 + Penalty 3729.229180 = -255055.372568
  nChanged 22
		SP:Iteration 8Q (8796.160000 sec): 3 clusters
  Score: Raw -258814.816649 + Penalty 3729.229180 = -255085.587469
  nChanged 10
		SP:Iteration 9Q (8796.160000 sec): 3 clusters
  Score: Raw -258826.729664 + Penalty 3729.229180 = -255097.500485
  nChanged 7
		SP:Iteration 10Q (8796.170000 sec): 3 clusters
  Score: Raw -258831.919522 + Penalty 3729.229180 = -255102.690342
  nChanged 3
		SP:Iteration 11Q (8796.170000 sec): 3 clusters
  Score: Raw -258834.903162 + Penalty 3729.229180 = -255105.673982
  nChanged 0
		SP:Iteration 12F (8796.180000 sec): 3 clusters
  Score: Raw -258834.903162 + Penalty 3729.229180 = -255105.673982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10860 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8796.220000 sec): 2 clusters
  Score: Raw -1659453.063701 + Penalty 2304.624715 = -1657148.438986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8796.250000 sec): 3 clusters
  Score: Raw -1653460.682295 + Penalty 4609.249430 = -1648851.432865
  nChanged 4541
		SP:Iteration 1F (8796.290000 sec): 3 clusters
  Score: Raw -1655827.379096 + Penalty 4609.249430 = -1651218.129666
  nChanged 673
		SP:Iteration 2F (8796.330000 sec): 3 clusters
  Score: Raw -1656111.847427 + Penalty 4609.249430 = -1651502.597997
  nChanged 520
		SP:Iteration 3Q (8796.360000 sec): 3 clusters
  Score: Raw -1656309.260208 + Penalty 4609.249430 = -1651700.010778
  nChanged 397
		SP:Iteration 4Q (8796.400000 sec): 3 clusters
  Score: Raw -1656441.578569 + Penalty 4609.249430 = -1651832.329139
  nChanged 323
		SP:Iteration 5Q (8796.440000 sec): 3 clusters
  Score: Raw -1656556.521437 + Penalty 4609.249430 = -1651947.272007
  nChanged 304
		SP:Iteration 6Q (8796.480000 sec): 3 clusters
  Score: Raw -1656674.777762 + Penalty 4609.249430 = -1652065.528332
  nChanged 334
		SP:Iteration 7Q (8796.510000 sec): 3 clusters
  Score: Raw -1656815.123124 + Penalty 4609.249430 = -1652205.873693
  nChanged 362
		SP:Iteration 8Q (8796.550000 sec): 3 clusters
  Score: Raw -1656976.001582 + Penalty 4609.249430 = -1652366.752151
  nChanged 402
		SP:Iteration 9Q (8796.590000 sec): 3 clusters
  Score: Raw -1657169.728975 + Penalty 4609.249430 = -1652560.479545
  nChanged 422
		SP:Iteration 10Q (8796.630000 sec): 3 clusters
  Score: Raw -1657390.392629 + Penalty 4609.249430 = -1652781.143199
  nChanged 478
		SP:Iteration 11Q (8796.660000 sec): 3 clusters
  Score: Raw -1657694.118152 + Penalty 4609.249430 = -1653084.868722
  nChanged 512
		SP:Iteration 12Q (8796.700000 sec): 3 clusters
  Score: Raw -1658057.694885 + Penalty 4609.249430 = -1653448.445455
  nChanged 483
		SP:Iteration 13Q (8796.740000 sec): 3 clusters
  Score: Raw -1658433.988041 + Penalty 4609.249430 = -1653824.738610
  nChanged 455
		SP:Iteration 14Q (8796.780000 sec): 3 clusters
  Score: Raw -1658825.055687 + Penalty 4609.249430 = -1654215.806257
  nChanged 347
		SP:Iteration 15Q (8796.810000 sec): 3 clusters
  Score: Raw -1659114.521076 + Penalty 4609.249430 = -1654505.271646
  nChanged 250
		SP:Iteration 16Q (8796.840000 sec): 3 clusters
  Score: Raw -1659334.734387 + Penalty 4609.249430 = -1654725.484956
  nChanged 147
		SP:Iteration 17Q (8796.880000 sec): 3 clusters
  Score: Raw -1659476.663842 + Penalty 4609.249430 = -1654867.414412
  nChanged 102
		SP:Iteration 18Q (8796.910000 sec): 3 clusters
  Score: Raw -1659583.365267 + Penalty 4609.249430 = -1654974.115837
  nChanged 58
		SP:Iteration 19Q (8796.940000 sec): 3 clusters
  Score: Raw -1659647.632874 + Penalty 4609.249430 = -1655038.383444
  nChanged 37
		SP:Iteration 20F (8796.980000 sec): 3 clusters
  Score: Raw -1659678.604075 + Penalty 4609.249430 = -1655069.354645
  nChanged 24
		SP:Iteration 21Q (8797.010000 sec): 3 clusters
  Score: Raw -1659707.708300 + Penalty 4609.249430 = -1655098.458869
  nChanged 24
		SP:Iteration 22Q (8797.040000 sec): 3 clusters
  Score: Raw -1659741.554894 + Penalty 4609.249430 = -1655132.305463
  nChanged 19
		SP:Iteration 23Q (8797.070000 sec): 3 clusters
  Score: Raw -1659764.402199 + Penalty 4609.249430 = -1655155.152769
  nChanged 9
		SP:Iteration 24Q (8797.100000 sec): 3 clusters
  Score: Raw -1659775.054851 + Penalty 4609.249430 = -1655165.805420
  nChanged 9
		SP:Iteration 25Q (8797.120000 sec): 3 clusters
  Score: Raw -1659785.345635 + Penalty 4609.249430 = -1655176.096204
  nChanged 7
		SP:Iteration 26Q (8797.150000 sec): 3 clusters
  Score: Raw -1659791.789409 + Penalty 4609.249430 = -1655182.539979
  nChanged 3
		SP:Iteration 27Q (8797.180000 sec): 3 clusters
  Score: Raw -1659795.241990 + Penalty 4609.249430 = -1655185.992560
  nChanged 3
		SP:Iteration 28Q (8797.210000 sec): 3 clusters
  Score: Raw -1659797.985138 + Penalty 4609.249430 = -1655188.735707
  nChanged 3
		SP:Iteration 29Q (8797.240000 sec): 3 clusters
  Score: Raw -1659800.866443 + Penalty 4609.249430 = -1655191.617013
  nChanged 1
		SP:Iteration 30Q (8797.260000 sec): 3 clusters
  Score: Raw -1659801.977626 + Penalty 4609.249430 = -1655192.728196
  nChanged 2
		SP:Iteration 31Q (8797.290000 sec): 3 clusters
  Score: Raw -1659805.007938 + Penalty 4609.249430 = -1655195.758508
  nChanged 3
		SP:Iteration 32Q (8797.320000 sec): 3 clusters
  Score: Raw -1659807.325918 + Penalty 4609.249430 = -1655198.076488
  nChanged 0
		SP:Iteration 33F (8797.360000 sec): 3 clusters
  Score: Raw -1659807.325918 + Penalty 4609.249430 = -1655198.076488
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8797.400000 sec): 2 clusters
  Score: Raw -1984877.391907 + Penalty 2369.515328 = -1982507.876579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8797.450000 sec): 3 clusters
  Score: Raw -1976946.222862 + Penalty 4739.030657 = -1972207.192206
  nChanged 6052
		SP:Iteration 1F (8797.500000 sec): 3 clusters
  Score: Raw -1980292.791211 + Penalty 4739.030657 = -1975553.760555
  nChanged 875
		SP:Iteration 2F (8797.550000 sec): 3 clusters
  Score: Raw -1980708.541175 + Penalty 4739.030657 = -1975969.510519
  nChanged 761
		SP:Iteration 3F (8797.600000 sec): 3 clusters
  Score: Raw -1981056.574484 + Penalty 4739.030657 = -1976317.543827
  nChanged 672
		SP:Iteration 4Q (8797.650000 sec): 3 clusters
  Score: Raw -1981389.600368 + Penalty 4739.030657 = -1976650.569712
  nChanged 665
		SP:Iteration 5Q (8797.700000 sec): 3 clusters
  Score: Raw -1981721.947014 + Penalty 4739.030657 = -1976982.916357
  nChanged 618
		SP:Iteration 6Q (8797.750000 sec): 3 clusters
  Score: Raw -1982047.577211 + Penalty 4739.030657 = -1977308.546555
  nChanged 586
		SP:Iteration 7Q (8797.800000 sec): 3 clusters
  Score: Raw -1982357.455872 + Penalty 4739.030657 = -1977618.425216
  nChanged 527
		SP:Iteration 8Q (8797.840000 sec): 3 clusters
  Score: Raw -1982646.774539 + Penalty 4739.030657 = -1977907.743882
  nChanged 505
		SP:Iteration 9Q (8797.900000 sec): 3 clusters
  Score: Raw -1982939.839371 + Penalty 4739.030657 = -1978200.808715
  nChanged 503
		SP:Iteration 10Q (8797.940000 sec): 3 clusters
  Score: Raw -1983236.835930 + Penalty 4739.030657 = -1978497.805274
  nChanged 455
		SP:Iteration 11Q (8797.990000 sec): 3 clusters
  Score: Raw -1983526.701685 + Penalty 4739.030657 = -1978787.671029
  nChanged 439
		SP:Iteration 12Q (8798.040000 sec): 3 clusters
  Score: Raw -1983812.891406 + Penalty 4739.030657 = -1979073.860749
  nChanged 382
		SP:Iteration 13Q (8798.090000 sec): 3 clusters
  Score: Raw -1984043.650925 + Penalty 4739.030657 = -1979304.620268
  nChanged 311
		SP:Iteration 14Q (8798.130000 sec): 3 clusters
  Score: Raw -1984202.668353 + Penalty 4739.030657 = -1979463.637697
  nChanged 245
		SP:Iteration 15Q (8798.180000 sec): 3 clusters
  Score: Raw -1984329.419591 + Penalty 4739.030657 = -1979590.388935
  nChanged 213
		SP:Iteration 16Q (8798.220000 sec): 3 clusters
  Score: Raw -1984443.149332 + Penalty 4739.030657 = -1979704.118675
  nChanged 195
		SP:Iteration 17Q (8798.270000 sec): 3 clusters
  Score: Raw -1984542.404701 + Penalty 4739.030657 = -1979803.374044
  nChanged 177
		SP:Iteration 18Q (8798.310000 sec): 3 clusters
  Score: Raw -1984622.800484 + Penalty 4739.030657 = -1979883.769827
  nChanged 147
		SP:Iteration 19Q (8798.360000 sec): 3 clusters
  Score: Raw -1984686.194440 + Penalty 4739.030657 = -1979947.163784
  nChanged 122
		SP:Iteration 20F (8798.410000 sec): 3 clusters
  Score: Raw -1984742.613042 + Penalty 4739.030657 = -1980003.582386
  nChanged 135
		SP:Iteration 21Q (8798.450000 sec): 3 clusters
  Score: Raw -1984800.131128 + Penalty 4739.030657 = -1980061.100472
  nChanged 104
		SP:Iteration 22Q (8798.490000 sec): 3 clusters
  Score: Raw -1984845.996738 + Penalty 4739.030657 = -1980106.966081
  nChanged 86
		SP:Iteration 23Q (8798.540000 sec): 3 clusters
  Score: Raw -1984879.152706 + Penalty 4739.030657 = -1980140.122049
  nChanged 73
		SP:Iteration 24Q (8798.580000 sec): 3 clusters
  Score: Raw -1984901.404786 + Penalty 4739.030657 = -1980162.374129
  nChanged 52
		SP:Iteration 25Q (8798.620000 sec): 3 clusters
  Score: Raw -1984919.297436 + Penalty 4739.030657 = -1980180.266779
  nChanged 51
		SP:Iteration 26Q (8798.660000 sec): 3 clusters
  Score: Raw -1984936.306487 + Penalty 4739.030657 = -1980197.275830
  nChanged 52
		SP:Iteration 27Q (8798.700000 sec): 3 clusters
  Score: Raw -1984955.419607 + Penalty 4739.030657 = -1980216.388951
  nChanged 51
		SP:Iteration 28Q (8798.740000 sec): 3 clusters
  Score: Raw -1984976.689477 + Penalty 4739.030657 = -1980237.658821
  nChanged 56
		SP:Iteration 29Q (8798.780000 sec): 3 clusters
  Score: Raw -1984999.065814 + Penalty 4739.030657 = -1980260.035158
  nChanged 56
		SP:Iteration 30Q (8798.820000 sec): 3 clusters
  Score: Raw -1985027.943743 + Penalty 4739.030657 = -1980288.913087
  nChanged 65
		SP:Iteration 31Q (8798.860000 sec): 3 clusters
  Score: Raw -1985061.096629 + Penalty 4739.030657 = -1980322.065972
  nChanged 54
		SP:Iteration 32Q (8798.900000 sec): 3 clusters
  Score: Raw -1985088.121282 + Penalty 4739.030657 = -1980349.090625
  nChanged 49
		SP:Iteration 33Q (8798.940000 sec): 3 clusters
  Score: Raw -1985109.499423 + Penalty 4739.030657 = -1980370.468767
  nChanged 48
		SP:Iteration 34Q (8798.980000 sec): 3 clusters
  Score: Raw -1985131.262517 + Penalty 4739.030657 = -1980392.231861
  nChanged 46
		SP:Iteration 35Q (8799.020000 sec): 3 clusters
  Score: Raw -1985149.351660 + Penalty 4739.030657 = -1980410.321004
  nChanged 28
		SP:Iteration 36Q (8799.060000 sec): 3 clusters
  Score: Raw -1985160.460066 + Penalty 4739.030657 = -1980421.429410
  nChanged 32
		SP:Iteration 37Q (8799.100000 sec): 3 clusters
  Score: Raw -1985172.615250 + Penalty 4739.030657 = -1980433.584593
  nChanged 27
		SP:Iteration 38Q (8799.140000 sec): 3 clusters
  Score: Raw -1985182.775225 + Penalty 4739.030657 = -1980443.744568
  nChanged 24
		SP:Iteration 39Q (8799.180000 sec): 3 clusters
  Score: Raw -1985190.760176 + Penalty 4739.030657 = -1980451.729519
  nChanged 25
		SP:Iteration 40F (8799.220000 sec): 3 clusters
  Score: Raw -1985201.214204 + Penalty 4739.030657 = -1980462.183548
  nChanged 17
		SP:Iteration 41Q (8799.260000 sec): 3 clusters
  Score: Raw -1985206.879101 + Penalty 4739.030657 = -1980467.848444
  nChanged 18
		SP:Iteration 42Q (8799.300000 sec): 3 clusters
  Score: Raw -1985212.263795 + Penalty 4739.030657 = -1980473.233139
  nChanged 14
		SP:Iteration 43Q (8799.340000 sec): 3 clusters
  Score: Raw -1985216.101850 + Penalty 4739.030657 = -1980477.071194
  nChanged 8
		SP:Iteration 44Q (8799.380000 sec): 3 clusters
  Score: Raw -1985219.041586 + Penalty 4739.030657 = -1980480.010930
  nChanged 7
		SP:Iteration 45Q (8799.420000 sec): 3 clusters
  Score: Raw -1985221.091113 + Penalty 4739.030657 = -1980482.060456
  nChanged 3
		SP:Iteration 46Q (8799.460000 sec): 3 clusters
  Score: Raw -1985222.010128 + Penalty 4739.030657 = -1980482.979472
  nChanged 4
		SP:Iteration 47Q (8799.500000 sec): 3 clusters
  Score: Raw -1985222.658256 + Penalty 4739.030657 = -1980483.627599
  nChanged 2
		SP:Iteration 48Q (8799.540000 sec): 3 clusters
  Score: Raw -1985223.398692 + Penalty 4739.030657 = -1980484.368036
  nChanged 2
		SP:Iteration 49Q (8799.580000 sec): 3 clusters
  Score: Raw -1985224.353684 + Penalty 4739.030657 = -1980485.323027
  nChanged 3
		SP:Iteration 50Q (8799.620000 sec): 3 clusters
  Score: Raw -1985225.316059 + Penalty 4739.030657 = -1980486.285403
  nChanged 6
		SP:Iteration 51Q (8799.650000 sec): 3 clusters
  Score: Raw -1985226.992389 + Penalty 4739.030657 = -1980487.961732
  nChanged 7
		SP:Iteration 52Q (8799.690000 sec): 3 clusters
  Score: Raw -1985228.309108 + Penalty 4739.030657 = -1980489.278451
  nChanged 3
		SP:Iteration 53Q (8799.730000 sec): 3 clusters
  Score: Raw -1985228.991858 + Penalty 4739.030657 = -1980489.961202
  nChanged 8
		SP:Iteration 54Q (8799.770000 sec): 3 clusters
  Score: Raw -1985232.405055 + Penalty 4739.030657 = -1980493.374398
  nChanged 9
		SP:Iteration 55Q (8799.810000 sec): 3 clusters
  Score: Raw -1985234.769810 + Penalty 4739.030657 = -1980495.739153
  nChanged 5
		SP:Iteration 56Q (8799.850000 sec): 3 clusters
  Score: Raw -1985236.473662 + Penalty 4739.030657 = -1980497.443006
  nChanged 6
		SP:Iteration 57Q (8799.880000 sec): 3 clusters
  Score: Raw -1985238.023882 + Penalty 4739.030657 = -1980498.993225
  nChanged 6
		SP:Iteration 58Q (8799.920000 sec): 3 clusters
  Score: Raw -1985239.425416 + Penalty 4739.030657 = -1980500.394760
  nChanged 5
		SP:Iteration 59Q (8799.960000 sec): 3 clusters
  Score: Raw -1985240.942775 + Penalty 4739.030657 = -1980501.912118
  nChanged 6
		SP:Iteration 60F (8800.010000 sec): 3 clusters
  Score: Raw -1985243.205900 + Penalty 4739.030657 = -1980504.175243
  nChanged 4
		SP:Iteration 61Q (8800.050000 sec): 3 clusters
  Score: Raw -1985244.570082 + Penalty 4739.030657 = -1980505.539425
  nChanged 4
		SP:Iteration 62Q (8800.090000 sec): 3 clusters
  Score: Raw -1985246.504801 + Penalty 4739.030657 = -1980507.474144
  nChanged 9
		SP:Iteration 63Q (8800.130000 sec): 3 clusters
  Score: Raw -1985250.576142 + Penalty 4739.030657 = -1980511.545485
  nChanged 12
		SP:Iteration 64Q (8800.160000 sec): 3 clusters
  Score: Raw -1985254.320715 + Penalty 4739.030657 = -1980515.290058
  nChanged 11
		SP:Iteration 65Q (8800.200000 sec): 3 clusters
  Score: Raw -1985257.815261 + Penalty 4739.030657 = -1980518.784605
  nChanged 11
		SP:Iteration 66Q (8800.240000 sec): 3 clusters
  Score: Raw -1985262.091146 + Penalty 4739.030657 = -1980523.060490
  nChanged 14
		SP:Iteration 67Q (8800.280000 sec): 3 clusters
  Score: Raw -1985267.364623 + Penalty 4739.030657 = -1980528.333967
  nChanged 14
		SP:Iteration 68Q (8800.320000 sec): 3 clusters
  Score: Raw -1985273.786490 + Penalty 4739.030657 = -1980534.755834
  nChanged 18
		SP:Iteration 69Q (8800.360000 sec): 3 clusters
  Score: Raw -1985279.867654 + Penalty 4739.030657 = -1980540.836997
  nChanged 16
		SP:Iteration 70Q (8800.400000 sec): 3 clusters
  Score: Raw -1985286.827488 + Penalty 4739.030657 = -1980547.796831
  nChanged 22
		SP:Iteration 71Q (8800.440000 sec): 3 clusters
  Score: Raw -1985297.234990 + Penalty 4739.030657 = -1980558.204333
  nChanged 20
		SP:Iteration 72Q (8800.470000 sec): 3 clusters
  Score: Raw -1985305.312897 + Penalty 4739.030657 = -1980566.282240
  nChanged 14
		SP:Iteration 73Q (8800.510000 sec): 3 clusters
  Score: Raw -1985311.033009 + Penalty 4739.030657 = -1980572.002352
  nChanged 16
		SP:Iteration 74Q (8800.550000 sec): 3 clusters
  Score: Raw -1985317.011331 + Penalty 4739.030657 = -1980577.980674
  nChanged 12
		SP:Iteration 75Q (8800.590000 sec): 3 clusters
  Score: Raw -1985320.697211 + Penalty 4739.030657 = -1980581.666554
  nChanged 10
		SP:Iteration 76Q (8800.620000 sec): 3 clusters
  Score: Raw -1985325.230222 + Penalty 4739.030657 = -1980586.199565
  nChanged 6
		SP:Iteration 77Q (8800.660000 sec): 3 clusters
  Score: Raw -1985327.437358 + Penalty 4739.030657 = -1980588.406702
  nChanged 8
		SP:Iteration 78Q (8800.700000 sec): 3 clusters
  Score: Raw -1985332.342767 + Penalty 4739.030657 = -1980593.312111
  nChanged 13
		SP:Iteration 79Q (8800.740000 sec): 3 clusters
  Score: Raw -1985339.558404 + Penalty 4739.030657 = -1980600.527747
  nChanged 14
		SP:Iteration 80F (8800.790000 sec): 3 clusters
  Score: Raw -1985346.994517 + Penalty 4739.030657 = -1980607.963861
  nChanged 11
		SP:Iteration 81Q (8800.820000 sec): 3 clusters
  Score: Raw -1985352.909837 + Penalty 4739.030657 = -1980613.879181
  nChanged 10
		SP:Iteration 82Q (8800.860000 sec): 3 clusters
  Score: Raw -1985356.637198 + Penalty 4739.030657 = -1980617.606541
  nChanged 10
		SP:Iteration 83Q (8800.900000 sec): 3 clusters
  Score: Raw -1985359.929339 + Penalty 4739.030657 = -1980620.898683
  nChanged 9
		SP:Iteration 84Q (8800.940000 sec): 3 clusters
  Score: Raw -1985362.470515 + Penalty 4739.030657 = -1980623.439859
  nChanged 4
		SP:Iteration 85Q (8800.980000 sec): 3 clusters
  Score: Raw -1985363.619775 + Penalty 4739.030657 = -1980624.589119
  nChanged 4
		SP:Iteration 86Q (8801.010000 sec): 3 clusters
  Score: Raw -1985364.554103 + Penalty 4739.030657 = -1980625.523446
  nChanged 3
		SP:Iteration 87Q (8801.050000 sec): 3 clusters
  Score: Raw -1985365.119258 + Penalty 4739.030657 = -1980626.088601
  nChanged 1
		SP:Iteration 88Q (8801.090000 sec): 3 clusters
  Score: Raw -1985366.315817 + Penalty 4739.030657 = -1980627.285161
  nChanged 4
		SP:Iteration 89Q (8801.130000 sec): 3 clusters
  Score: Raw -1985367.803667 + Penalty 4739.030657 = -1980628.773010
  nChanged 3
		SP:Iteration 90Q (8801.160000 sec): 3 clusters
  Score: Raw -1985368.911108 + Penalty 4739.030657 = -1980629.880452
  nChanged 6
		SP:Iteration 91Q (8801.200000 sec): 3 clusters
  Score: Raw -1985370.919896 + Penalty 4739.030657 = -1980631.889239
  nChanged 3
		SP:Iteration 92Q (8801.240000 sec): 3 clusters
  Score: Raw -1985372.431018 + Penalty 4739.030657 = -1980633.400361
  nChanged 2
		SP:Iteration 93Q (8801.280000 sec): 3 clusters
  Score: Raw -1985373.015437 + Penalty 4739.030657 = -1980633.984781
  nChanged 3
		SP:Iteration 94Q (8801.310000 sec): 3 clusters
  Score: Raw -1985373.936427 + Penalty 4739.030657 = -1980634.905770
  nChanged 4
		SP:Iteration 95Q (8801.350000 sec): 3 clusters
  Score: Raw -1985375.059806 + Penalty 4739.030657 = -1980636.029150
  nChanged 3
		SP:Iteration 96Q (8801.390000 sec): 3 clusters
  Score: Raw -1985376.003302 + Penalty 4739.030657 = -1980636.972645
  nChanged 8
		SP:Iteration 97Q (8801.420000 sec): 3 clusters
  Score: Raw -1985379.499601 + Penalty 4739.030657 = -1980640.468945
  nChanged 8
		SP:Iteration 98Q (8801.460000 sec): 3 clusters
  Score: Raw -1985383.417617 + Penalty 4739.030657 = -1980644.386961
  nChanged 9
		SP:Iteration 99Q (8801.500000 sec): 3 clusters
  Score: Raw -1985386.165774 + Penalty 4739.030657 = -1980647.135118
  nChanged 5
		SP:Iteration 100F (8801.550000 sec): 3 clusters
  Score: Raw -1985387.797163 + Penalty 4739.030657 = -1980648.766507
  nChanged 5
		SP:Iteration 101Q (8801.590000 sec): 3 clusters
  Score: Raw -1985389.170595 + Penalty 4739.030657 = -1980650.139939
  nChanged 4
		SP:Iteration 102Q (8801.620000 sec): 3 clusters
  Score: Raw -1985390.472050 + Penalty 4739.030657 = -1980651.441394
  nChanged 1
		SP:Iteration 103Q (8801.660000 sec): 3 clusters
  Score: Raw -1985390.656772 + Penalty 4739.030657 = -1980651.626116
  nChanged 0
		SP:Iteration 104F (8801.710000 sec): 3 clusters
  Score: Raw -1985390.656772 + Penalty 4739.030657 = -1980651.626116
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8801.720000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8801.720000 sec): 3 clusters
  Score: Raw -73224.152800 + Penalty 3074.445443 = -70149.707356
  nChanged 67
		SP:Iteration 1F (8801.720000 sec): 3 clusters
  Score: Raw -73341.640837 + Penalty 3074.445443 = -70267.195394
  nChanged 26
		SP:Iteration 2F (8801.720000 sec): 3 clusters
  Score: Raw -73397.660221 + Penalty 3074.445443 = -70323.214778
  nChanged 7
		SP:Iteration 3Q (8801.720000 sec): 3 clusters
  Score: Raw -73411.538663 + Penalty 3074.445443 = -70337.093219
  nChanged 2
		SP:Iteration 4Q (8801.720000 sec): 3 clusters
  Score: Raw -73415.028553 + Penalty 3074.445443 = -70340.583109
  nChanged 0
		SP:Iteration 5F (8801.730000 sec): 3 clusters
  Score: Raw -73415.028553 + Penalty 3074.445443 = -70340.583109
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8801.740000 sec): 2 clusters
  Score: Raw -309815.793004 + Penalty 1905.598267 = -307910.194737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8801.740000 sec): 3 clusters
  Score: Raw -308960.662548 + Penalty 3811.196534 = -305149.466014
  nChanged 672
		SP:Iteration 1F (8801.750000 sec): 3 clusters
  Score: Raw -309467.734379 + Penalty 3811.196534 = -305656.537844
  nChanged 176
		SP:Iteration 2F (8801.760000 sec): 3 clusters
  Score: Raw -309622.200964 + Penalty 3811.196534 = -305811.004430
  nChanged 86
		SP:Iteration 3Q (8801.770000 sec): 3 clusters
  Score: Raw -309696.238981 + Penalty 3811.196534 = -305885.042446
  nChanged 59
		SP:Iteration 4Q (8801.780000 sec): 3 clusters
  Score: Raw -309744.764805 + Penalty 3811.196534 = -305933.568271
  nChanged 30
		SP:Iteration 5Q (8801.780000 sec): 3 clusters
  Score: Raw -309765.297041 + Penalty 3811.196534 = -305954.100507
  nChanged 17
		SP:Iteration 6Q (8801.790000 sec): 3 clusters
  Score: Raw -309777.057350 + Penalty 3811.196534 = -305965.860815
  nChanged 20
		SP:Iteration 7Q (8801.800000 sec): 3 clusters
  Score: Raw -309788.881019 + Penalty 3811.196534 = -305977.684485
  nChanged 15
		SP:Iteration 8Q (8801.800000 sec): 3 clusters
  Score: Raw -309797.168231 + Penalty 3811.196534 = -305985.971697
  nChanged 11
		SP:Iteration 9Q (8801.810000 sec): 3 clusters
  Score: Raw -309803.264341 + Penalty 3811.196534 = -305992.067807
  nChanged 8
		SP:Iteration 10Q (8801.820000 sec): 3 clusters
  Score: Raw -309809.401779 + Penalty 3811.196534 = -305998.205244
  nChanged 6
		SP:Iteration 11Q (8801.830000 sec): 3 clusters
  Score: Raw -309812.667194 + Penalty 3811.196534 = -306001.470660
  nChanged 8
		SP:Iteration 12Q (8801.840000 sec): 3 clusters
  Score: Raw -309817.353517 + Penalty 3811.196534 = -306006.156982
  nChanged 3
		SP:Iteration 13Q (8801.840000 sec): 3 clusters
  Score: Raw -309818.747941 + Penalty 3811.196534 = -306007.551407
  nChanged 7
		SP:Iteration 14Q (8801.850000 sec): 3 clusters
  Score: Raw -309821.331206 + Penalty 3811.196534 = -306010.134672
  nChanged 2
		SP:Iteration 15Q (8801.860000 sec): 3 clusters
  Score: Raw -309822.456236 + Penalty 3811.196534 = -306011.259702
  nChanged 1
		SP:Iteration 16Q (8801.860000 sec): 3 clusters
  Score: Raw -309823.347362 + Penalty 3811.196534 = -306012.150828
  nChanged 3
		SP:Iteration 17Q (8801.870000 sec): 3 clusters
  Score: Raw -309825.268904 + Penalty 3811.196534 = -306014.072370
  nChanged 2
		SP:Iteration 18Q (8801.880000 sec): 3 clusters
  Score: Raw -309825.906790 + Penalty 3811.196534 = -306014.710256
  nChanged 2
		SP:Iteration 19Q (8801.890000 sec): 3 clusters
  Score: Raw -309826.823297 + Penalty 3811.196534 = -306015.626763
  nChanged 0
		SP:Iteration 20F (8801.900000 sec): 3 clusters
  Score: Raw -309826.823297 + Penalty 3811.196534 = -306015.626763
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8802.000000 sec): 2 clusters
  Score: Raw -4594677.129706 + Penalty 2568.397217 = -4592108.732489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8802.120000 sec): 3 clusters
  Score: Raw -4575748.952228 + Penalty 5136.794433 = -4570612.157794
  nChanged 14264
		SP:Iteration 1F (8802.230000 sec): 3 clusters
  Score: Raw -4583260.507406 + Penalty 5136.794433 = -4578123.712973
  nChanged 1483
		SP:Iteration 2Q (8802.350000 sec): 3 clusters
  Score: Raw -4583777.514095 + Penalty 5136.794433 = -4578640.719661
  nChanged 1419
		SP:Iteration 3Q (8802.460000 sec): 3 clusters
  Score: Raw -4584325.934878 + Penalty 5136.794433 = -4579189.140444
  nChanged 1525
		SP:Iteration 4Q (8802.580000 sec): 3 clusters
  Score: Raw -4584991.133713 + Penalty 5136.794433 = -4579854.339279
  nChanged 1671
		SP:Iteration 5F (8802.700000 sec): 3 clusters
  Score: Raw -4585860.860609 + Penalty 5136.794433 = -4580724.066175
  nChanged 1897
		SP:Iteration 6F (8802.820000 sec): 3 clusters
  Score: Raw -4586984.430191 + Penalty 5136.794433 = -4581847.635757
  nChanged 2083
		SP:Iteration 7F (8802.930000 sec): 3 clusters
  Score: Raw -4588406.983608 + Penalty 5136.794433 = -4583270.189174
  nChanged 2077
		SP:Iteration 8F (8803.040000 sec): 3 clusters
  Score: Raw -4589887.762884 + Penalty 5136.794433 = -4584750.968451
  nChanged 1796
		SP:Iteration 9F (8803.150000 sec): 3 clusters
  Score: Raw -4591098.767757 + Penalty 5136.794433 = -4585961.973323
  nChanged 1429
		SP:Iteration 10Q (8803.270000 sec): 3 clusters
  Score: Raw -4591954.490173 + Penalty 5136.794433 = -4586817.695739
  nChanged 1021
		SP:Iteration 11Q (8803.380000 sec): 3 clusters
  Score: Raw -4592521.550712 + Penalty 5136.794433 = -4587384.756279
  nChanged 827
		SP:Iteration 12Q (8803.490000 sec): 3 clusters
  Score: Raw -4593053.035655 + Penalty 5136.794433 = -4587916.241221
  nChanged 733
		SP:Iteration 13Q (8803.600000 sec): 3 clusters
  Score: Raw -4593741.812110 + Penalty 5136.794433 = -4588605.017677
  nChanged 629
		SP:Iteration 14Q (8803.720000 sec): 3 clusters
  Score: Raw -4594710.104078 + Penalty 5136.794433 = -4589573.309644
  nChanged 382
		SP:Iteration 15Q (8803.820000 sec): 3 clusters
  Score: Raw -4595317.711706 + Penalty 5136.794433 = -4590180.917273
  nChanged 252
		SP:Iteration 16Q (8803.910000 sec): 3 clusters
  Score: Raw -4595485.421473 + Penalty 5136.794433 = -4590348.627040
  nChanged 191
		SP:Iteration 17Q (8804.000000 sec): 3 clusters
  Score: Raw -4595567.967798 + Penalty 5136.794433 = -4590431.173364
  nChanged 136
		SP:Iteration 18Q (8804.090000 sec): 3 clusters
  Score: Raw -4595614.679862 + Penalty 5136.794433 = -4590477.885428
  nChanged 90
		SP:Iteration 19Q (8804.180000 sec): 3 clusters
  Score: Raw -4595641.477192 + Penalty 5136.794433 = -4590504.682758
  nChanged 61
		SP:Iteration 20F (8804.290000 sec): 3 clusters
  Score: Raw -4595657.169145 + Penalty 5136.794433 = -4590520.374711
  nChanged 51
		SP:Iteration 21Q (8804.380000 sec): 3 clusters
  Score: Raw -4595670.329503 + Penalty 5136.794433 = -4590533.535070
  nChanged 47
		SP:Iteration 22Q (8804.470000 sec): 3 clusters
  Score: Raw -4595680.952781 + Penalty 5136.794433 = -4590544.158348
  nChanged 44
		SP:Iteration 23Q (8804.560000 sec): 3 clusters
  Score: Raw -4595690.869306 + Penalty 5136.794433 = -4590554.074873
  nChanged 30
		SP:Iteration 24Q (8804.640000 sec): 3 clusters
  Score: Raw -4595695.128928 + Penalty 5136.794433 = -4590558.334495
  nChanged 17
		SP:Iteration 25Q (8804.730000 sec): 3 clusters
  Score: Raw -4595697.291538 + Penalty 5136.794433 = -4590560.497105
  nChanged 11
		SP:Iteration 26Q (8804.820000 sec): 3 clusters
  Score: Raw -4595698.624839 + Penalty 5136.794433 = -4590561.830406
  nChanged 8
		SP:Iteration 27Q (8804.910000 sec): 3 clusters
  Score: Raw -4595700.205274 + Penalty 5136.794433 = -4590563.410840
  nChanged 7
		SP:Iteration 28Q (8805.000000 sec): 3 clusters
  Score: Raw -4595701.017488 + Penalty 5136.794433 = -4590564.223055
  nChanged 4
		SP:Iteration 29Q (8805.080000 sec): 3 clusters
  Score: Raw -4595701.320891 + Penalty 5136.794433 = -4590564.526458
  nChanged 2
		SP:Iteration 30Q (8805.170000 sec): 3 clusters
  Score: Raw -4595701.608650 + Penalty 5136.794433 = -4590564.814217
  nChanged 4
		SP:Iteration 31Q (8805.260000 sec): 3 clusters
  Score: Raw -4595702.285834 + Penalty 5136.794433 = -4590565.491401
  nChanged 7
		SP:Iteration 32Q (8805.340000 sec): 3 clusters
  Score: Raw -4595703.705937 + Penalty 5136.794433 = -4590566.911504
  nChanged 7
		SP:Iteration 33Q (8805.430000 sec): 3 clusters
  Score: Raw -4595705.596252 + Penalty 5136.794433 = -4590568.801819
  nChanged 7
		SP:Iteration 34Q (8805.520000 sec): 3 clusters
  Score: Raw -4595707.167135 + Penalty 5136.794433 = -4590570.372702
  nChanged 4
		SP:Iteration 35Q (8805.600000 sec): 3 clusters
  Score: Raw -4595707.436067 + Penalty 5136.794433 = -4590570.641634
  nChanged 3
		SP:Iteration 36Q (8805.690000 sec): 3 clusters
  Score: Raw -4595707.823404 + Penalty 5136.794433 = -4590571.028970
  nChanged 5
		SP:Iteration 37Q (8805.780000 sec): 3 clusters
  Score: Raw -4595708.298274 + Penalty 5136.794433 = -4590571.503840
  nChanged 3
		SP:Iteration 38Q (8805.860000 sec): 3 clusters
  Score: Raw -4595708.819002 + Penalty 5136.794433 = -4590572.024569
  nChanged 6
		SP:Iteration 39Q (8805.950000 sec): 3 clusters
  Score: Raw -4595709.567443 + Penalty 5136.794433 = -4590572.773010
  nChanged 3
		SP:Iteration 40F (8806.060000 sec): 3 clusters
  Score: Raw -4595710.158368 + Penalty 5136.794433 = -4590573.363935
  nChanged 4
		SP:Iteration 41Q (8806.150000 sec): 3 clusters
  Score: Raw -4595710.896642 + Penalty 5136.794433 = -4590574.102209
  nChanged 4
		SP:Iteration 42Q (8806.240000 sec): 3 clusters
  Score: Raw -4595711.511861 + Penalty 5136.794433 = -4590574.717427
  nChanged 5
		SP:Iteration 43Q (8806.320000 sec): 3 clusters
  Score: Raw -4595712.722701 + Penalty 5136.794433 = -4590575.928268
  nChanged 6
		SP:Iteration 44Q (8806.410000 sec): 3 clusters
  Score: Raw -4595714.078782 + Penalty 5136.794433 = -4590577.284349
  nChanged 8
		SP:Iteration 45Q (8806.500000 sec): 3 clusters
  Score: Raw -4595715.554944 + Penalty 5136.794433 = -4590578.760510
  nChanged 10
		SP:Iteration 46Q (8806.590000 sec): 3 clusters
  Score: Raw -4595717.594735 + Penalty 5136.794433 = -4590580.800301
  nChanged 10
		SP:Iteration 47Q (8806.680000 sec): 3 clusters
  Score: Raw -4595719.756119 + Penalty 5136.794433 = -4590582.961685
  nChanged 6
		SP:Iteration 48Q (8806.760000 sec): 3 clusters
  Score: Raw -4595721.029320 + Penalty 5136.794433 = -4590584.234886
  nChanged 6
		SP:Iteration 49Q (8806.850000 sec): 3 clusters
  Score: Raw -4595722.245175 + Penalty 5136.794433 = -4590585.450741
  nChanged 4
		SP:Iteration 50Q (8806.940000 sec): 3 clusters
  Score: Raw -4595722.927902 + Penalty 5136.794433 = -4590586.133468
  nChanged 4
		SP:Iteration 51Q (8807.020000 sec): 3 clusters
  Score: Raw -4595723.391910 + Penalty 5136.794433 = -4590586.597476
  nChanged 2
		SP:Iteration 52Q (8807.110000 sec): 3 clusters
  Score: Raw -4595723.882546 + Penalty 5136.794433 = -4590587.088112
  nChanged 3
		SP:Iteration 53Q (8807.200000 sec): 3 clusters
  Score: Raw -4595724.364012 + Penalty 5136.794433 = -4590587.569579
  nChanged 2
		SP:Iteration 54Q (8807.290000 sec): 3 clusters
  Score: Raw -4595725.016886 + Penalty 5136.794433 = -4590588.222453
  nChanged 5
		SP:Iteration 55Q (8807.380000 sec): 3 clusters
  Score: Raw -4595726.122475 + Penalty 5136.794433 = -4590589.328042
  nChanged 6
		SP:Iteration 56Q (8807.460000 sec): 3 clusters
  Score: Raw -4595726.790346 + Penalty 5136.794433 = -4590589.995913
  nChanged 0
		SP:Iteration 57F (8807.580000 sec): 3 clusters
  Score: Raw -4595726.790346 + Penalty 5136.794433 = -4590589.995913
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8807.910000 sec): 2 clusters
  Score: Raw -14339023.494785 + Penalty 2851.716528 = -14336171.778257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8808.280000 sec): 3 clusters
  Score: Raw -14275916.205105 + Penalty 5703.433055 = -14270212.772049
  nChanged 46494
		SP:Iteration 1F (8808.640000 sec): 3 clusters
  Score: Raw -14302223.752182 + Penalty 5703.433055 = -14296520.319127
  nChanged 3156
		SP:Iteration 2Q (8809.020000 sec): 3 clusters
  Score: Raw -14302973.580954 + Penalty 5703.433055 = -14297270.147898
  nChanged 3298
		SP:Iteration 3Q (8809.390000 sec): 3 clusters
  Score: Raw -14303820.217694 + Penalty 5703.433055 = -14298116.784639
  nChanged 3397
		SP:Iteration 4Q (8809.760000 sec): 3 clusters
  Score: Raw -14304776.501051 + Penalty 5703.433055 = -14299073.067996
  nChanged 3575
		SP:Iteration 5Q (8810.140000 sec): 3 clusters
  Score: Raw -14305942.625123 + Penalty 5703.433055 = -14300239.192068
  nChanged 3934
		SP:Iteration 6Q (8810.510000 sec): 3 clusters
  Score: Raw -14307425.824335 + Penalty 5703.433055 = -14301722.391280
  nChanged 4335
		SP:Iteration 7Q (8810.880000 sec): 3 clusters
  Score: Raw -14309413.425500 + Penalty 5703.433055 = -14303709.992444
  nChanged 5023
		SP:Iteration 8F (8811.240000 sec): 3 clusters
  Score: Raw -14312139.522542 + Penalty 5703.433055 = -14306436.089487
  nChanged 5485
		SP:Iteration 9F (8811.600000 sec): 3 clusters
  Score: Raw -14315483.640180 + Penalty 5703.433055 = -14309780.207125
  nChanged 5658
		SP:Iteration 10F (8811.960000 sec): 3 clusters
  Score: Raw -14319149.709038 + Penalty 5703.433055 = -14313446.275983
  nChanged 5278
		SP:Iteration 11F (8812.320000 sec): 3 clusters
  Score: Raw -14322327.694537 + Penalty 5703.433055 = -14316624.261482
  nChanged 4294
		SP:Iteration 12Q (8812.670000 sec): 3 clusters
  Score: Raw -14324452.306649 + Penalty 5703.433055 = -14318748.873594
  nChanged 3265
		SP:Iteration 13Q (8813.020000 sec): 3 clusters
  Score: Raw -14325778.063584 + Penalty 5703.433055 = -14320074.630529
  nChanged 2496
		SP:Iteration 14Q (8813.360000 sec): 3 clusters
  Score: Raw -14326702.644621 + Penalty 5703.433055 = -14320999.211566
  nChanged 2169
		SP:Iteration 15Q (8813.690000 sec): 3 clusters
  Score: Raw -14327526.325616 + Penalty 5703.433055 = -14321822.892561
  nChanged 2118
		SP:Iteration 16Q (8814.030000 sec): 3 clusters
  Score: Raw -14328390.559048 + Penalty 5703.433055 = -14322687.125993
  nChanged 2165
		SP:Iteration 17Q (8814.350000 sec): 3 clusters
  Score: Raw -14329375.195427 + Penalty 5703.433055 = -14323671.762372
  nChanged 2237
		SP:Iteration 18Q (8814.680000 sec): 3 clusters
  Score: Raw -14330454.075720 + Penalty 5703.433055 = -14324750.642665
  nChanged 2137
		SP:Iteration 19Q (8814.990000 sec): 3 clusters
  Score: Raw -14331549.951940 + Penalty 5703.433055 = -14325846.518885
  nChanged 2085
		SP:Iteration 20F (8815.350000 sec): 3 clusters
  Score: Raw -14332651.438966 + Penalty 5703.433055 = -14326948.005911
  nChanged 1925
		SP:Iteration 21Q (8815.660000 sec): 3 clusters
  Score: Raw -14333709.781348 + Penalty 5703.433055 = -14328006.348293
  nChanged 1804
		SP:Iteration 22Q (8815.960000 sec): 3 clusters
  Score: Raw -14334723.619770 + Penalty 5703.433055 = -14329020.186715
  nChanged 1557
		SP:Iteration 23Q (8816.260000 sec): 3 clusters
  Score: Raw -14335613.909800 + Penalty 5703.433055 = -14329910.476744
  nChanged 1405
		SP:Iteration 24Q (8816.540000 sec): 3 clusters
  Score: Raw -14336468.968274 + Penalty 5703.433055 = -14330765.535219
  nChanged 1199
		SP:Iteration 25Q (8816.820000 sec): 3 clusters
  Score: Raw -14337223.735341 + Penalty 5703.433055 = -14331520.302286
  nChanged 993
		SP:Iteration 26Q (8817.100000 sec): 3 clusters
  Score: Raw -14337856.054641 + Penalty 5703.433055 = -14332152.621586
  nChanged 769
		SP:Iteration 27Q (8817.380000 sec): 3 clusters
  Score: Raw -14338329.586045 + Penalty 5703.433055 = -14332626.152990
  nChanged 579
		SP:Iteration 28Q (8817.650000 sec): 3 clusters
  Score: Raw -14338648.672315 + Penalty 5703.433055 = -14332945.239260
  nChanged 420
		SP:Iteration 29Q (8817.910000 sec): 3 clusters
  Score: Raw -14338851.114767 + Penalty 5703.433055 = -14333147.681712
  nChanged 311
		SP:Iteration 30Q (8818.180000 sec): 3 clusters
  Score: Raw -14338984.024211 + Penalty 5703.433055 = -14333280.591156
  nChanged 267
		SP:Iteration 31Q (8818.450000 sec): 3 clusters
  Score: Raw -14339088.206842 + Penalty 5703.433055 = -14333384.773787
  nChanged 202
		SP:Iteration 32Q (8818.710000 sec): 3 clusters
  Score: Raw -14339171.496987 + Penalty 5703.433055 = -14333468.063931
  nChanged 169
		SP:Iteration 33Q (8818.970000 sec): 3 clusters
  Score: Raw -14339244.388382 + Penalty 5703.433055 = -14333540.955327
  nChanged 139
		SP:Iteration 34Q (8819.230000 sec): 3 clusters
  Score: Raw -14339301.043795 + Penalty 5703.433055 = -14333597.610740
  nChanged 108
		SP:Iteration 35Q (8819.490000 sec): 3 clusters
  Score: Raw -14339341.356668 + Penalty 5703.433055 = -14333637.923613
  nChanged 96
		SP:Iteration 36Q (8819.750000 sec): 3 clusters
  Score: Raw -14339380.170972 + Penalty 5703.433055 = -14333676.737917
  nChanged 76
		SP:Iteration 37Q (8820.010000 sec): 3 clusters
  Score: Raw -14339409.320374 + Penalty 5703.433055 = -14333705.887319
  nChanged 63
		SP:Iteration 38Q (8820.260000 sec): 3 clusters
  Score: Raw -14339435.059338 + Penalty 5703.433055 = -14333731.626283
  nChanged 58
		SP:Iteration 39Q (8820.520000 sec): 3 clusters
  Score: Raw -14339454.226491 + Penalty 5703.433055 = -14333750.793436
  nChanged 50
		SP:Iteration 40F (8820.870000 sec): 3 clusters
  Score: Raw -14339476.410660 + Penalty 5703.433055 = -14333772.977605
  nChanged 50
		SP:Iteration 41Q (8821.130000 sec): 3 clusters
  Score: Raw -14339502.785183 + Penalty 5703.433055 = -14333799.352128
  nChanged 53
		SP:Iteration 42Q (8821.380000 sec): 3 clusters
  Score: Raw -14339526.651916 + Penalty 5703.433055 = -14333823.218861
  nChanged 36
		SP:Iteration 43Q (8821.640000 sec): 3 clusters
  Score: Raw -14339543.309258 + Penalty 5703.433055 = -14333839.876203
  nChanged 39
		SP:Iteration 44Q (8821.890000 sec): 3 clusters
  Score: Raw -14339560.985075 + Penalty 5703.433055 = -14333857.552020
  nChanged 36
		SP:Iteration 45Q (8822.150000 sec): 3 clusters
  Score: Raw -14339578.975500 + Penalty 5703.433055 = -14333875.542445
  nChanged 37
		SP:Iteration 46Q (8822.410000 sec): 3 clusters
  Score: Raw -14339596.214698 + Penalty 5703.433055 = -14333892.781643
  nChanged 34
		SP:Iteration 47Q (8822.670000 sec): 3 clusters
  Score: Raw -14339612.511362 + Penalty 5703.433055 = -14333909.078307
  nChanged 26
		SP:Iteration 48Q (8822.920000 sec): 3 clusters
  Score: Raw -14339624.440327 + Penalty 5703.433055 = -14333921.007272
  nChanged 23
		SP:Iteration 49Q (8823.180000 sec): 3 clusters
  Score: Raw -14339634.198911 + Penalty 5703.433055 = -14333930.765856
  nChanged 19
		SP:Iteration 50Q (8823.430000 sec): 3 clusters
  Score: Raw -14339641.589610 + Penalty 5703.433055 = -14333938.156554
  nChanged 16
		SP:Iteration 51Q (8823.690000 sec): 3 clusters
  Score: Raw -14339652.968633 + Penalty 5703.433055 = -14333949.535577
  nChanged 18
		SP:Iteration 52Q (8823.950000 sec): 3 clusters
  Score: Raw -14339661.399945 + Penalty 5703.433055 = -14333957.966890
  nChanged 14
		SP:Iteration 53Q (8824.200000 sec): 3 clusters
  Score: Raw -14339667.077573 + Penalty 5703.433055 = -14333963.644518
  nChanged 9
		SP:Iteration 54Q (8824.450000 sec): 3 clusters
  Score: Raw -14339670.100262 + Penalty 5703.433055 = -14333966.667207
  nChanged 10
		SP:Iteration 55Q (8824.710000 sec): 3 clusters
  Score: Raw -14339675.511158 + Penalty 5703.433055 = -14333972.078103
  nChanged 18
		SP:Iteration 56Q (8824.970000 sec): 3 clusters
  Score: Raw -14339684.136369 + Penalty 5703.433055 = -14333980.703314
  nChanged 23
		SP:Iteration 57Q (8825.220000 sec): 3 clusters
  Score: Raw -14339697.720097 + Penalty 5703.433055 = -14333994.287042
  nChanged 25
		SP:Iteration 58Q (8825.470000 sec): 3 clusters
  Score: Raw -14339711.532119 + Penalty 5703.433055 = -14334008.099063
  nChanged 20
		SP:Iteration 59Q (8825.730000 sec): 3 clusters
  Score: Raw -14339722.039951 + Penalty 5703.433055 = -14334018.606896
  nChanged 30
		SP:Iteration 60F (8826.080000 sec): 3 clusters
  Score: Raw -14339740.058757 + Penalty 5703.433055 = -14334036.625702
  nChanged 32
		SP:Iteration 61Q (8826.330000 sec): 3 clusters
  Score: Raw -14339758.547340 + Penalty 5703.433055 = -14334055.114285
  nChanged 21
		SP:Iteration 62Q (8826.590000 sec): 3 clusters
  Score: Raw -14339768.394362 + Penalty 5703.433055 = -14334064.961307
  nChanged 21
		SP:Iteration 63Q (8826.850000 sec): 3 clusters
  Score: Raw -14339778.885443 + Penalty 5703.433055 = -14334075.452388
  nChanged 20
		SP:Iteration 64Q (8827.100000 sec): 3 clusters
  Score: Raw -14339788.904917 + Penalty 5703.433055 = -14334085.471862
  nChanged 27
		SP:Iteration 65Q (8827.350000 sec): 3 clusters
  Score: Raw -14339801.313790 + Penalty 5703.433055 = -14334097.880735
  nChanged 23
		SP:Iteration 66Q (8827.610000 sec): 3 clusters
  Score: Raw -14339815.597630 + Penalty 5703.433055 = -14334112.164575
  nChanged 24
		SP:Iteration 67Q (8827.860000 sec): 3 clusters
  Score: Raw -14339832.700608 + Penalty 5703.433055 = -14334129.267553
  nChanged 26
		SP:Iteration 68Q (8828.110000 sec): 3 clusters
  Score: Raw -14339847.167532 + Penalty 5703.433055 = -14334143.734477
  nChanged 28
		SP:Iteration 69Q (8828.370000 sec): 3 clusters
  Score: Raw -14339859.397921 + Penalty 5703.433055 = -14334155.964866
  nChanged 21
		SP:Iteration 70Q (8828.620000 sec): 3 clusters
  Score: Raw -14339871.039533 + Penalty 5703.433055 = -14334167.606478
  nChanged 20
		SP:Iteration 71Q (8828.880000 sec): 3 clusters
  Score: Raw -14339879.335637 + Penalty 5703.433055 = -14334175.902582
  nChanged 13
		SP:Iteration 72Q (8829.130000 sec): 3 clusters
  Score: Raw -14339884.355925 + Penalty 5703.433055 = -14334180.922870
  nChanged 13
		SP:Iteration 73Q (8829.380000 sec): 3 clusters
  Score: Raw -14339889.990311 + Penalty 5703.433055 = -14334186.557255
  nChanged 10
		SP:Iteration 74Q (8829.630000 sec): 3 clusters
  Score: Raw -14339894.604917 + Penalty 5703.433055 = -14334191.171862
  nChanged 8
		SP:Iteration 75Q (8829.880000 sec): 3 clusters
  Score: Raw -14339897.288953 + Penalty 5703.433055 = -14334193.855898
  nChanged 4
		SP:Iteration 76Q (8830.130000 sec): 3 clusters
  Score: Raw -14339899.773186 + Penalty 5703.433055 = -14334196.340130
  nChanged 5
		SP:Iteration 77Q (8830.380000 sec): 3 clusters
  Score: Raw -14339902.586366 + Penalty 5703.433055 = -14334199.153311
  nChanged 4
		SP:Iteration 78Q (8830.640000 sec): 3 clusters
  Score: Raw -14339903.977436 + Penalty 5703.433055 = -14334200.544381
  nChanged 0
		SP:Iteration 79F (8830.990000 sec): 3 clusters
  Score: Raw -14339903.977436 + Penalty 5703.433055 = -14334200.544381
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8831.130000 sec): 2 clusters
  Score: Raw -5651717.706007 + Penalty 2605.046030 = -5649112.659977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8831.260000 sec): 3 clusters
  Score: Raw -5629376.653824 + Penalty 5210.092060 = -5624166.561763
  nChanged 16607
		SP:Iteration 1F (8831.390000 sec): 3 clusters
  Score: Raw -5638428.930826 + Penalty 5210.092060 = -5633218.838766
  nChanged 1520
		SP:Iteration 2Q (8831.530000 sec): 3 clusters
  Score: Raw -5638862.207898 + Penalty 5210.092060 = -5633652.115838
  nChanged 1367
		SP:Iteration 3Q (8831.660000 sec): 3 clusters
  Score: Raw -5639245.595169 + Penalty 5210.092060 = -5634035.503109
  nChanged 1277
		SP:Iteration 4Q (8831.800000 sec): 3 clusters
  Score: Raw -5639603.539571 + Penalty 5210.092060 = -5634393.447511
  nChanged 1257
		SP:Iteration 5Q (8831.940000 sec): 3 clusters
  Score: Raw -5639981.678030 + Penalty 5210.092060 = -5634771.585970
  nChanged 1363
		SP:Iteration 6Q (8832.070000 sec): 3 clusters
  Score: Raw -5640478.497603 + Penalty 5210.092060 = -5635268.405542
  nChanged 1632
		SP:Iteration 7Q (8832.200000 sec): 3 clusters
  Score: Raw -5641244.347705 + Penalty 5210.092060 = -5636034.255644
  nChanged 2030
		SP:Iteration 8F (8832.340000 sec): 3 clusters
  Score: Raw -5642447.527455 + Penalty 5210.092060 = -5637237.435395
  nChanged 2414
		SP:Iteration 9F (8832.460000 sec): 3 clusters
  Score: Raw -5644183.977523 + Penalty 5210.092060 = -5638973.885463
  nChanged 2533
		SP:Iteration 10F (8832.600000 sec): 3 clusters
  Score: Raw -5646322.235651 + Penalty 5210.092060 = -5641112.143591
  nChanged 2353
		SP:Iteration 11F (8832.730000 sec): 3 clusters
  Score: Raw -5648456.525142 + Penalty 5210.092060 = -5643246.433082
  nChanged 1712
		SP:Iteration 12Q (8832.860000 sec): 3 clusters
  Score: Raw -5649999.377510 + Penalty 5210.092060 = -5644789.285449
  nChanged 1039
		SP:Iteration 13Q (8832.980000 sec): 3 clusters
  Score: Raw -5650898.776448 + Penalty 5210.092060 = -5645688.684388
  nChanged 608
		SP:Iteration 14Q (8833.100000 sec): 3 clusters
  Score: Raw -5651395.904670 + Penalty 5210.092060 = -5646185.812610
  nChanged 327
		SP:Iteration 15Q (8833.200000 sec): 3 clusters
  Score: Raw -5651643.374424 + Penalty 5210.092060 = -5646433.282364
  nChanged 180
		SP:Iteration 16Q (8833.300000 sec): 3 clusters
  Score: Raw -5651781.784926 + Penalty 5210.092060 = -5646571.692866
  nChanged 118
		SP:Iteration 17Q (8833.400000 sec): 3 clusters
  Score: Raw -5651868.736909 + Penalty 5210.092060 = -5646658.644849
  nChanged 76
		SP:Iteration 18Q (8833.490000 sec): 3 clusters
  Score: Raw -5651931.863505 + Penalty 5210.092060 = -5646721.771445
  nChanged 39
		SP:Iteration 19Q (8833.590000 sec): 3 clusters
  Score: Raw -5651964.334965 + Penalty 5210.092060 = -5646754.242905
  nChanged 27
		SP:Iteration 20F (8833.720000 sec): 3 clusters
  Score: Raw -5651989.808104 + Penalty 5210.092060 = -5646779.716044
  nChanged 17
		SP:Iteration 21Q (8833.810000 sec): 3 clusters
  Score: Raw -5652004.447738 + Penalty 5210.092060 = -5646794.355677
  nChanged 17
		SP:Iteration 22Q (8833.900000 sec): 3 clusters
  Score: Raw -5652018.365399 + Penalty 5210.092060 = -5646808.273339
  nChanged 15
		SP:Iteration 23Q (8834.000000 sec): 3 clusters
  Score: Raw -5652030.915177 + Penalty 5210.092060 = -5646820.823117
  nChanged 13
		SP:Iteration 24Q (8834.090000 sec): 3 clusters
  Score: Raw -5652040.758266 + Penalty 5210.092060 = -5646830.666206
  nChanged 10
		SP:Iteration 25Q (8834.180000 sec): 3 clusters
  Score: Raw -5652047.924737 + Penalty 5210.092060 = -5646837.832677
  nChanged 7
		SP:Iteration 26Q (8834.270000 sec): 3 clusters
  Score: Raw -5652052.720025 + Penalty 5210.092060 = -5646842.627964
  nChanged 4
		SP:Iteration 27Q (8834.360000 sec): 3 clusters
  Score: Raw -5652057.288749 + Penalty 5210.092060 = -5646847.196689
  nChanged 3
		SP:Iteration 28Q (8834.450000 sec): 3 clusters
  Score: Raw -5652060.340397 + Penalty 5210.092060 = -5646850.248337
  nChanged 3
		SP:Iteration 29Q (8834.540000 sec): 3 clusters
  Score: Raw -5652062.372209 + Penalty 5210.092060 = -5646852.280148
  nChanged 2
		SP:Iteration 30Q (8834.640000 sec): 3 clusters
  Score: Raw -5652064.571439 + Penalty 5210.092060 = -5646854.479379
  nChanged 4
		SP:Iteration 31Q (8834.730000 sec): 3 clusters
  Score: Raw -5652068.457303 + Penalty 5210.092060 = -5646858.365243
  nChanged 4
		SP:Iteration 32Q (8834.820000 sec): 3 clusters
  Score: Raw -5652072.528306 + Penalty 5210.092060 = -5646862.436246
  nChanged 1
		SP:Iteration 33Q (8834.910000 sec): 3 clusters
  Score: Raw -5652072.940207 + Penalty 5210.092060 = -5646862.848147
  nChanged 1
		SP:Iteration 34Q (8835.010000 sec): 3 clusters
  Score: Raw -5652073.632153 + Penalty 5210.092060 = -5646863.540093
  nChanged 0
		SP:Iteration 35F (8835.140000 sec): 3 clusters
  Score: Raw -5652073.632153 + Penalty 5210.092060 = -5646863.540093
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8835.460000 sec): 2 clusters
  Score: Raw -14570628.045756 + Penalty 2851.799513 = -14567776.246243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8835.820000 sec): 3 clusters
  Score: Raw -14507162.291878 + Penalty 5703.599026 = -14501458.692852
  nChanged 46733
		SP:Iteration 1F (8836.170000 sec): 3 clusters
  Score: Raw -14534178.141333 + Penalty 5703.599026 = -14528474.542306
  nChanged 3373
		SP:Iteration 2Q (8836.540000 sec): 3 clusters
  Score: Raw -14535047.377303 + Penalty 5703.599026 = -14529343.778276
  nChanged 3622
		SP:Iteration 3Q (8836.900000 sec): 3 clusters
  Score: Raw -14536162.051935 + Penalty 5703.599026 = -14530458.452908
  nChanged 4294
		SP:Iteration 4Q (8837.270000 sec): 3 clusters
  Score: Raw -14537947.469137 + Penalty 5703.599026 = -14532243.870111
  nChanged 5585
		SP:Iteration 5F (8837.630000 sec): 3 clusters
  Score: Raw -14541000.472300 + Penalty 5703.599026 = -14535296.873274
  nChanged 7134
		SP:Iteration 6F (8837.980000 sec): 3 clusters
  Score: Raw -14546077.719069 + Penalty 5703.599026 = -14540374.120042
  nChanged 8428
		SP:Iteration 7F (8838.340000 sec): 3 clusters
  Score: Raw -14553480.666217 + Penalty 5703.599026 = -14547777.067191
  nChanged 7960
		SP:Iteration 8F (8838.700000 sec): 3 clusters
  Score: Raw -14561220.551559 + Penalty 5703.599026 = -14555516.952532
  nChanged 5530
		SP:Iteration 9F (8839.050000 sec): 3 clusters
  Score: Raw -14566568.756608 + Penalty 5703.599026 = -14560865.157582
  nChanged 2823
		SP:Iteration 10Q (8839.390000 sec): 3 clusters
  Score: Raw -14569080.720578 + Penalty 5703.599026 = -14563377.121552
  nChanged 1187
		SP:Iteration 11Q (8839.700000 sec): 3 clusters
  Score: Raw -14570074.798243 + Penalty 5703.599026 = -14564371.199217
  nChanged 508
		SP:Iteration 12Q (8839.980000 sec): 3 clusters
  Score: Raw -14570483.920018 + Penalty 5703.599026 = -14564780.320991
  nChanged 253
		SP:Iteration 13Q (8840.250000 sec): 3 clusters
  Score: Raw -14570707.054114 + Penalty 5703.599026 = -14565003.455088
  nChanged 135
		SP:Iteration 14Q (8840.510000 sec): 3 clusters
  Score: Raw -14570819.610716 + Penalty 5703.599026 = -14565116.011690
  nChanged 64
		SP:Iteration 15Q (8840.770000 sec): 3 clusters
  Score: Raw -14570880.257204 + Penalty 5703.599026 = -14565176.658177
  nChanged 48
		SP:Iteration 16Q (8841.030000 sec): 3 clusters
  Score: Raw -14570924.915548 + Penalty 5703.599026 = -14565221.316521
  nChanged 34
		SP:Iteration 17Q (8841.290000 sec): 3 clusters
  Score: Raw -14570952.401310 + Penalty 5703.599026 = -14565248.802283
  nChanged 20
		SP:Iteration 18Q (8841.540000 sec): 3 clusters
  Score: Raw -14570970.179433 + Penalty 5703.599026 = -14565266.580407
  nChanged 21
		SP:Iteration 19Q (8841.800000 sec): 3 clusters
  Score: Raw -14570990.415600 + Penalty 5703.599026 = -14565286.816574
  nChanged 20
		SP:Iteration 20F (8842.150000 sec): 3 clusters
  Score: Raw -14571003.867833 + Penalty 5703.599026 = -14565300.268807
  nChanged 12
		SP:Iteration 21Q (8842.410000 sec): 3 clusters
  Score: Raw -14571012.295416 + Penalty 5703.599026 = -14565308.696390
  nChanged 6
		SP:Iteration 22Q (8842.670000 sec): 3 clusters
  Score: Raw -14571019.728790 + Penalty 5703.599026 = -14565316.129764
  nChanged 6
		SP:Iteration 23Q (8842.930000 sec): 3 clusters
  Score: Raw -14571026.114677 + Penalty 5703.599026 = -14565322.515651
  nChanged 6
		SP:Iteration 24Q (8843.190000 sec): 3 clusters
  Score: Raw -14571030.671699 + Penalty 5703.599026 = -14565327.072672
  nChanged 4
		SP:Iteration 25Q (8843.450000 sec): 3 clusters
  Score: Raw -14571033.223994 + Penalty 5703.599026 = -14565329.624967
  nChanged 2
		SP:Iteration 26Q (8843.710000 sec): 3 clusters
  Score: Raw -14571035.257400 + Penalty 5703.599026 = -14565331.658374
  nChanged 3
		SP:Iteration 27Q (8843.970000 sec): 3 clusters
  Score: Raw -14571038.267292 + Penalty 5703.599026 = -14565334.668266
  nChanged 3
		SP:Iteration 28Q (8844.220000 sec): 3 clusters
  Score: Raw -14571040.838438 + Penalty 5703.599026 = -14565337.239411
  nChanged 4
		SP:Iteration 29Q (8844.480000 sec): 3 clusters
  Score: Raw -14571044.850630 + Penalty 5703.599026 = -14565341.251603
  nChanged 1
		SP:Iteration 30Q (8844.740000 sec): 3 clusters
  Score: Raw -14571046.570481 + Penalty 5703.599026 = -14565342.971454
  nChanged 3
		SP:Iteration 31Q (8845.000000 sec): 3 clusters
  Score: Raw -14571050.180166 + Penalty 5703.599026 = -14565346.581139
  nChanged 6
		SP:Iteration 32Q (8845.250000 sec): 3 clusters
  Score: Raw -14571057.050465 + Penalty 5703.599026 = -14565353.451438
  nChanged 5
		SP:Iteration 33Q (8845.510000 sec): 3 clusters
  Score: Raw -14571061.421481 + Penalty 5703.599026 = -14565357.822455
  nChanged 3
		SP:Iteration 34Q (8845.770000 sec): 3 clusters
  Score: Raw -14571064.050819 + Penalty 5703.599026 = -14565360.451793
  nChanged 4
		SP:Iteration 35Q (8846.020000 sec): 3 clusters
  Score: Raw -14571066.790006 + Penalty 5703.599026 = -14565363.190980
  nChanged 1
		SP:Iteration 36Q (8846.280000 sec): 3 clusters
  Score: Raw -14571067.304093 + Penalty 5703.599026 = -14565363.705066
  nChanged 1
		SP:Iteration 37Q (8846.530000 sec): 3 clusters
  Score: Raw -14571068.216955 + Penalty 5703.599026 = -14565364.617929
  nChanged 0
		SP:Iteration 38F (8846.890000 sec): 3 clusters
  Score: Raw -14571068.216955 + Penalty 5703.599026 = -14565364.617929
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8846.950000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8846.950000 sec): 3 clusters
  Score: Raw -22215.267866 + Penalty 2547.356025 = -19667.911841
  nChanged 7
		SP:Iteration 1Q (8846.950000 sec): 3 clusters
  Score: Raw -22249.632785 + Penalty 2547.356025 = -19702.276760
  nChanged 0
		SP:Iteration 2F (8846.950000 sec): 3 clusters
  Score: Raw -22249.632785 + Penalty 2547.356025 = -19702.276760
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8847.130000 sec): 2 clusters
  Score: Raw -7501479.168344 + Penalty 2688.609636 = -7498790.558708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8847.320000 sec): 3 clusters
  Score: Raw -7469623.808438 + Penalty 5377.219272 = -7464246.589166
  nChanged 23697
		SP:Iteration 1F (8847.510000 sec): 3 clusters
  Score: Raw -7482721.252559 + Penalty 5377.219272 = -7477344.033287
  nChanged 1801
		SP:Iteration 2Q (8847.710000 sec): 3 clusters
  Score: Raw -7483129.152851 + Penalty 5377.219272 = -7477751.933579
  nChanged 1625
		SP:Iteration 3Q (8847.890000 sec): 3 clusters
  Score: Raw -7483479.508153 + Penalty 5377.219272 = -7478102.288881
  nChanged 1462
		SP:Iteration 4Q (8848.090000 sec): 3 clusters
  Score: Raw -7483807.744028 + Penalty 5377.219272 = -7478430.524756
  nChanged 1460
		SP:Iteration 5Q (8848.280000 sec): 3 clusters
  Score: Raw -7484173.160884 + Penalty 5377.219272 = -7478795.941612
  nChanged 1511
		SP:Iteration 6Q (8848.470000 sec): 3 clusters
  Score: Raw -7484587.184028 + Penalty 5377.219272 = -7479209.964756
  nChanged 1704
		SP:Iteration 7Q (8848.670000 sec): 3 clusters
  Score: Raw -7485143.508324 + Penalty 5377.219272 = -7479766.289052
  nChanged 1975
		SP:Iteration 8Q (8848.860000 sec): 3 clusters
  Score: Raw -7485976.586407 + Penalty 5377.219272 = -7480599.367135
  nChanged 2490
		SP:Iteration 9Q (8849.050000 sec): 3 clusters
  Score: Raw -7487311.279218 + Penalty 5377.219272 = -7481934.059946
  nChanged 3238
		SP:Iteration 10F (8849.250000 sec): 3 clusters
  Score: Raw -7489499.127230 + Penalty 5377.219272 = -7484121.907958
  nChanged 3801
		SP:Iteration 11F (8849.430000 sec): 3 clusters
  Score: Raw -7492605.755294 + Penalty 5377.219272 = -7487228.536022
  nChanged 3889
		SP:Iteration 12F (8849.620000 sec): 3 clusters
  Score: Raw -7496166.907081 + Penalty 5377.219272 = -7490789.687809
  nChanged 2941
		SP:Iteration 13F (8849.810000 sec): 3 clusters
  Score: Raw -7498964.614329 + Penalty 5377.219272 = -7493587.395057
  nChanged 1682
		SP:Iteration 14Q (8849.980000 sec): 3 clusters
  Score: Raw -7500556.393698 + Penalty 5377.219272 = -7495179.174426
  nChanged 754
		SP:Iteration 15Q (8850.130000 sec): 3 clusters
  Score: Raw -7501286.011482 + Penalty 5377.219272 = -7495908.792210
  nChanged 251
		SP:Iteration 16Q (8850.270000 sec): 3 clusters
  Score: Raw -7501535.831521 + Penalty 5377.219272 = -7496158.612249
  nChanged 94
		SP:Iteration 17Q (8850.410000 sec): 3 clusters
  Score: Raw -7501644.925390 + Penalty 5377.219272 = -7496267.706118
  nChanged 39
		SP:Iteration 18Q (8850.550000 sec): 3 clusters
  Score: Raw -7501695.545498 + Penalty 5377.219272 = -7496318.326226
  nChanged 23
		SP:Iteration 19Q (8850.680000 sec): 3 clusters
  Score: Raw -7501728.662106 + Penalty 5377.219272 = -7496351.442834
  nChanged 14
		SP:Iteration 20F (8850.860000 sec): 3 clusters
  Score: Raw -7501749.570921 + Penalty 5377.219272 = -7496372.351649
  nChanged 10
		SP:Iteration 21Q (8850.990000 sec): 3 clusters
  Score: Raw -7501761.812847 + Penalty 5377.219272 = -7496384.593575
  nChanged 8
		SP:Iteration 22Q (8851.130000 sec): 3 clusters
  Score: Raw -7501772.926041 + Penalty 5377.219272 = -7496395.706769
  nChanged 7
		SP:Iteration 23Q (8851.260000 sec): 3 clusters
  Score: Raw -7501785.192547 + Penalty 5377.219272 = -7496407.973275
  nChanged 7
		SP:Iteration 24Q (8851.390000 sec): 3 clusters
  Score: Raw -7501794.796632 + Penalty 5377.219272 = -7496417.577360
  nChanged 3
		SP:Iteration 25Q (8851.520000 sec): 3 clusters
  Score: Raw -7501798.335379 + Penalty 5377.219272 = -7496421.116107
  nChanged 3
		SP:Iteration 26Q (8851.650000 sec): 3 clusters
  Score: Raw -7501801.262703 + Penalty 5377.219272 = -7496424.043431
  nChanged 0
		SP:Iteration 27F (8851.830000 sec): 3 clusters
  Score: Raw -7501801.262703 + Penalty 5377.219272 = -7496424.043431
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8851.860000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8851.860000 sec): 3 clusters
  Score: Raw -76037.211763 + Penalty 3043.240186 = -72993.971577
  nChanged 95
		SP:Iteration 1F (8851.870000 sec): 3 clusters
  Score: Raw -76227.381933 + Penalty 3043.240186 = -73184.141747
  nChanged 24
		SP:Iteration 2F (8851.870000 sec): 3 clusters
  Score: Raw -76286.427653 + Penalty 3043.240186 = -73243.187467
  nChanged 30
		SP:Iteration 3F (8851.870000 sec): 3 clusters
  Score: Raw -76362.380101 + Penalty 3043.240186 = -73319.139915
  nChanged 36
		SP:Iteration 4F (8851.870000 sec): 3 clusters
  Score: Raw -76478.959035 + Penalty 3043.240186 = -73435.718849
  nChanged 34
		SP:Iteration 5F (8851.870000 sec): 3 clusters
  Score: Raw -76614.809908 + Penalty 3043.240186 = -73571.569722
  nChanged 21
		SP:Iteration 6Q (8851.870000 sec): 3 clusters
  Score: Raw -76746.005529 + Penalty 3043.240186 = -73702.765343
  nChanged 13
		SP:Iteration 7Q (8851.870000 sec): 3 clusters
  Score: Raw -76797.172910 + Penalty 3043.240186 = -73753.932724
  nChanged 4
		SP:Iteration 8Q (8851.870000 sec): 3 clusters
  Score: Raw -76821.504700 + Penalty 3043.240186 = -73778.264514
  nChanged 5
		SP:Iteration 9Q (8851.880000 sec): 3 clusters
  Score: Raw -76840.585910 + Penalty 3043.240186 = -73797.345724
  nChanged 3
		SP:Iteration 10Q (8851.880000 sec): 3 clusters
  Score: Raw -76849.965738 + Penalty 3043.240186 = -73806.725552
  nChanged 2
		SP:Iteration 11Q (8851.880000 sec): 3 clusters
  Score: Raw -76855.348298 + Penalty 3043.240186 = -73812.108112
  nChanged 1
		SP:Iteration 12Q (8851.880000 sec): 3 clusters
  Score: Raw -76857.750120 + Penalty 3043.240186 = -73814.509934
  nChanged 0
		SP:Iteration 13F (8851.880000 sec): 3 clusters
  Score: Raw -76857.750120 + Penalty 3043.240186 = -73814.509934
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8851.890000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8851.890000 sec): 3 clusters
  Score: Raw -68273.943869 + Penalty 3055.958832 = -65217.985038
  nChanged 70
		SP:Iteration 1F (8851.890000 sec): 3 clusters
  Score: Raw -68449.685174 + Penalty 3055.958832 = -65393.726342
  nChanged 23
		SP:Iteration 2Q (8851.890000 sec): 3 clusters
  Score: Raw -68515.821433 + Penalty 3055.958832 = -65459.862602
  nChanged 8
		SP:Iteration 3Q (8851.890000 sec): 3 clusters
  Score: Raw -68542.953563 + Penalty 3055.958832 = -65486.994731
  nChanged 10
		SP:Iteration 4Q (8851.890000 sec): 3 clusters
  Score: Raw -68572.610404 + Penalty 3055.958832 = -65516.651572
  nChanged 3
		SP:Iteration 5Q (8851.890000 sec): 3 clusters
  Score: Raw -68586.864107 + Penalty 3055.958832 = -65530.905275
  nChanged 5
		SP:Iteration 6Q (8851.900000 sec): 3 clusters
  Score: Raw -68600.826893 + Penalty 3055.958832 = -65544.868062
  nChanged 4
		SP:Iteration 7Q (8851.900000 sec): 3 clusters
  Score: Raw -68609.908028 + Penalty 3055.958832 = -65553.949196
  nChanged 1
		SP:Iteration 8Q (8851.900000 sec): 3 clusters
  Score: Raw -68610.941408 + Penalty 3055.958832 = -65554.982577
  nChanged 2
		SP:Iteration 9Q (8851.900000 sec): 3 clusters
  Score: Raw -68615.448319 + Penalty 3055.958832 = -65559.489487
  nChanged 1
		SP:Iteration 10Q (8851.900000 sec): 3 clusters
  Score: Raw -68616.041121 + Penalty 3055.958832 = -65560.082289
  nChanged 0
		SP:Iteration 11F (8851.910000 sec): 3 clusters
  Score: Raw -68616.041121 + Penalty 3055.958832 = -65560.082289
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (267931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8852.800000 sec): 2 clusters
  Score: Raw -39649162.005962 + Penalty 3099.624221 = -39646062.381741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8853.800000 sec): 3 clusters
  Score: Raw -39472306.039013 + Penalty 6199.248443 = -39466106.790571
  nChanged 129499
		SP:Iteration 1F (8854.790000 sec): 3 clusters
  Score: Raw -39548698.239311 + Penalty 6199.248443 = -39542498.990869
  nChanged 6681
		SP:Iteration 2Q (8855.810000 sec): 3 clusters
  Score: Raw -39549939.567525 + Penalty 6199.248443 = -39543740.319082
  nChanged 7527
		SP:Iteration 3Q (8856.820000 sec): 3 clusters
  Score: Raw -39551607.243561 + Penalty 6199.248443 = -39545407.995118
  nChanged 8637
		SP:Iteration 4Q (8857.830000 sec): 3 clusters
  Score: Raw -39554088.195211 + Penalty 6199.248443 = -39547888.946768
  nChanged 10843
		SP:Iteration 5Q (8858.840000 sec): 3 clusters
  Score: Raw -39558346.875625 + Penalty 6199.248443 = -39552147.627182
  nChanged 14196
		SP:Iteration 6F (8859.830000 sec): 3 clusters
  Score: Raw -39565900.871504 + Penalty 6199.248443 = -39559701.623061
  nChanged 18323
		SP:Iteration 7F (8860.810000 sec): 3 clusters
  Score: Raw -39578562.460045 + Penalty 6199.248443 = -39572363.211602
  nChanged 21800
		SP:Iteration 8F (8861.800000 sec): 3 clusters
  Score: Raw -39597031.323332 + Penalty 6199.248443 = -39590832.074889
  nChanged 21783
		SP:Iteration 9F (8862.770000 sec): 3 clusters
  Score: Raw -39617746.563510 + Penalty 6199.248443 = -39611547.315067
  nChanged 16863
		SP:Iteration 10F (8863.750000 sec): 3 clusters
  Score: Raw -39634340.148575 + Penalty 6199.248443 = -39628140.900133
  nChanged 9807
		SP:Iteration 11Q (8864.640000 sec): 3 clusters
  Score: Raw -39643828.637403 + Penalty 6199.248443 = -39637629.388961
  nChanged 4160
		SP:Iteration 12Q (8865.440000 sec): 3 clusters
  Score: Raw -39647678.350444 + Penalty 6199.248443 = -39641479.102001
  nChanged 1315
		SP:Iteration 13Q (8866.170000 sec): 3 clusters
  Score: Raw -39648862.894637 + Penalty 6199.248443 = -39642663.646194
  nChanged 328
		SP:Iteration 14Q (8866.870000 sec): 3 clusters
  Score: Raw -39649216.291746 + Penalty 6199.248443 = -39643017.043303
  nChanged 113
		SP:Iteration 15Q (8867.550000 sec): 3 clusters
  Score: Raw -39649346.355242 + Penalty 6199.248443 = -39643147.106800
  nChanged 48
		SP:Iteration 16Q (8868.230000 sec): 3 clusters
  Score: Raw -39649404.313511 + Penalty 6199.248443 = -39643205.065068
  nChanged 24
		SP:Iteration 17Q (8868.910000 sec): 3 clusters
  Score: Raw -39649446.941667 + Penalty 6199.248443 = -39643247.693224
  nChanged 13
		SP:Iteration 18Q (8869.580000 sec): 3 clusters
  Score: Raw -39649463.425200 + Penalty 6199.248443 = -39643264.176757
  nChanged 8
		SP:Iteration 19Q (8870.260000 sec): 3 clusters
  Score: Raw -39649472.168293 + Penalty 6199.248443 = -39643272.919850
  nChanged 5
		SP:Iteration 20F (8871.210000 sec): 3 clusters
  Score: Raw -39649479.291436 + Penalty 6199.248443 = -39643280.042993
  nChanged 2
		SP:Iteration 21Q (8871.890000 sec): 3 clusters
  Score: Raw -39649481.178766 + Penalty 6199.248443 = -39643281.930323
  nChanged 1
		SP:Iteration 22Q (8872.570000 sec): 3 clusters
  Score: Raw -39649482.591863 + Penalty 6199.248443 = -39643283.343420
  nChanged 3
		SP:Iteration 23Q (8873.250000 sec): 3 clusters
  Score: Raw -39649486.705319 + Penalty 6199.248443 = -39643287.456876
  nChanged 1
		SP:Iteration 24Q (8873.920000 sec): 3 clusters
  Score: Raw -39649487.878723 + Penalty 6199.248443 = -39643288.630280
  nChanged 0
		SP:Iteration 25F (8874.870000 sec): 3 clusters
  Score: Raw -39649487.878723 + Penalty 6199.248443 = -39643288.630280
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8875.080000 sec): 2 clusters
  Score: Raw -5141379.529753 + Penalty 2585.006092 = -5138794.523661
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8875.210000 sec): 3 clusters
  Score: Raw -5120865.584183 + Penalty 5170.012183 = -5115695.572000
  nChanged 15393
		SP:Iteration 1F (8875.330000 sec): 3 clusters
  Score: Raw -5129260.402873 + Penalty 5170.012183 = -5124090.390690
  nChanged 1469
		SP:Iteration 2Q (8875.450000 sec): 3 clusters
  Score: Raw -5129677.241994 + Penalty 5170.012183 = -5124507.229811
  nChanged 1304
		SP:Iteration 3Q (8875.580000 sec): 3 clusters
  Score: Raw -5130044.182178 + Penalty 5170.012183 = -5124874.169995
  nChanged 1160
		SP:Iteration 4Q (8875.700000 sec): 3 clusters
  Score: Raw -5130358.976288 + Penalty 5170.012183 = -5125188.964105
  nChanged 1066
		SP:Iteration 5Q (8875.820000 sec): 3 clusters
  Score: Raw -5130648.850410 + Penalty 5170.012183 = -5125478.838227
  nChanged 1030
		SP:Iteration 6Q (8875.950000 sec): 3 clusters
  Score: Raw -5130967.735801 + Penalty 5170.012183 = -5125797.723618
  nChanged 1112
		SP:Iteration 7Q (8876.070000 sec): 3 clusters
  Score: Raw -5131339.289494 + Penalty 5170.012183 = -5126169.277311
  nChanged 1146
		SP:Iteration 8Q (8876.200000 sec): 3 clusters
  Score: Raw -5131766.535948 + Penalty 5170.012183 = -5126596.523765
  nChanged 1343
		SP:Iteration 9Q (8876.320000 sec): 3 clusters
  Score: Raw -5132421.940924 + Penalty 5170.012183 = -5127251.928741
  nChanged 1652
		SP:Iteration 10Q (8876.450000 sec): 3 clusters
  Score: Raw -5133422.438850 + Penalty 5170.012183 = -5128252.426667
  nChanged 1877
		SP:Iteration 11F (8876.570000 sec): 3 clusters
  Score: Raw -5134703.782640 + Penalty 5170.012183 = -5129533.770457
  nChanged 1940
		SP:Iteration 12F (8876.690000 sec): 3 clusters
  Score: Raw -5136041.670573 + Penalty 5170.012183 = -5130871.658390
  nChanged 1630
		SP:Iteration 13Q (8876.820000 sec): 3 clusters
  Score: Raw -5136969.080946 + Penalty 5170.012183 = -5131799.068763
  nChanged 1172
		SP:Iteration 14Q (8876.940000 sec): 3 clusters
  Score: Raw -5137432.601054 + Penalty 5170.012183 = -5132262.588871
  nChanged 767
		SP:Iteration 15Q (8877.060000 sec): 3 clusters
  Score: Raw -5137668.773014 + Penalty 5170.012183 = -5132498.760831
  nChanged 538
		SP:Iteration 16Q (8877.170000 sec): 3 clusters
  Score: Raw -5137826.543423 + Penalty 5170.012183 = -5132656.531240
  nChanged 449
		SP:Iteration 17Q (8877.290000 sec): 3 clusters
  Score: Raw -5137953.193276 + Penalty 5170.012183 = -5132783.181093
  nChanged 436
		SP:Iteration 18Q (8877.410000 sec): 3 clusters
  Score: Raw -5138068.048232 + Penalty 5170.012183 = -5132898.036049
  nChanged 412
		SP:Iteration 19Q (8877.530000 sec): 3 clusters
  Score: Raw -5138180.404380 + Penalty 5170.012183 = -5133010.392197
  nChanged 406
		SP:Iteration 20F (8877.650000 sec): 3 clusters
  Score: Raw -5138287.435765 + Penalty 5170.012183 = -5133117.423582
  nChanged 420
		SP:Iteration 21Q (8877.770000 sec): 3 clusters
  Score: Raw -5138394.385593 + Penalty 5170.012183 = -5133224.373410
  nChanged 395
		SP:Iteration 22Q (8877.880000 sec): 3 clusters
  Score: Raw -5138500.297473 + Penalty 5170.012183 = -5133330.285290
  nChanged 402
		SP:Iteration 23Q (8878.000000 sec): 3 clusters
  Score: Raw -5138614.071799 + Penalty 5170.012183 = -5133444.059616
  nChanged 423
		SP:Iteration 24Q (8878.120000 sec): 3 clusters
  Score: Raw -5138735.277396 + Penalty 5170.012183 = -5133565.265213
  nChanged 415
		SP:Iteration 25Q (8878.230000 sec): 3 clusters
  Score: Raw -5138856.221309 + Penalty 5170.012183 = -5133686.209126
  nChanged 384
		SP:Iteration 26Q (8878.340000 sec): 3 clusters
  Score: Raw -5138964.249974 + Penalty 5170.012183 = -5133794.237791
  nChanged 386
		SP:Iteration 27Q (8878.460000 sec): 3 clusters
  Score: Raw -5139073.285510 + Penalty 5170.012183 = -5133903.273327
  nChanged 371
		SP:Iteration 28Q (8878.570000 sec): 3 clusters
  Score: Raw -5139182.472867 + Penalty 5170.012183 = -5134012.460684
  nChanged 403
		SP:Iteration 29Q (8878.680000 sec): 3 clusters
  Score: Raw -5139316.880700 + Penalty 5170.012183 = -5134146.868517
  nChanged 421
		SP:Iteration 30Q (8878.780000 sec): 3 clusters
  Score: Raw -5139454.113378 + Penalty 5170.012183 = -5134284.101195
  nChanged 386
		SP:Iteration 31Q (8878.890000 sec): 3 clusters
  Score: Raw -5139578.010307 + Penalty 5170.012183 = -5134407.998124
  nChanged 379
		SP:Iteration 32Q (8879.000000 sec): 3 clusters
  Score: Raw -5139700.018122 + Penalty 5170.012183 = -5134530.005939
  nChanged 386
		SP:Iteration 33Q (8879.100000 sec): 3 clusters
  Score: Raw -5139832.770816 + Penalty 5170.012183 = -5134662.758633
  nChanged 376
		SP:Iteration 34Q (8879.200000 sec): 3 clusters
  Score: Raw -5139969.150011 + Penalty 5170.012183 = -5134799.137828
  nChanged 363
		SP:Iteration 35Q (8879.310000 sec): 3 clusters
  Score: Raw -5140103.615958 + Penalty 5170.012183 = -5134933.603775
  nChanged 370
		SP:Iteration 36Q (8879.410000 sec): 3 clusters
  Score: Raw -5140246.629540 + Penalty 5170.012183 = -5135076.617357
  nChanged 330
		SP:Iteration 37Q (8879.520000 sec): 3 clusters
  Score: Raw -5140360.941890 + Penalty 5170.012183 = -5135190.929707
  nChanged 321
		SP:Iteration 38Q (8879.620000 sec): 3 clusters
  Score: Raw -5140469.842378 + Penalty 5170.012183 = -5135299.830195
  nChanged 286
		SP:Iteration 39Q (8879.720000 sec): 3 clusters
  Score: Raw -5140573.597009 + Penalty 5170.012183 = -5135403.584826
  nChanged 280
		SP:Iteration 40F (8879.830000 sec): 3 clusters
  Score: Raw -5140678.962557 + Penalty 5170.012183 = -5135508.950374
  nChanged 267
		SP:Iteration 41Q (8879.930000 sec): 3 clusters
  Score: Raw -5140783.516021 + Penalty 5170.012183 = -5135613.503838
  nChanged 259
		SP:Iteration 42Q (8880.030000 sec): 3 clusters
  Score: Raw -5140876.069589 + Penalty 5170.012183 = -5135706.057406
  nChanged 217
		SP:Iteration 43Q (8880.130000 sec): 3 clusters
  Score: Raw -5140955.468667 + Penalty 5170.012183 = -5135785.456484
  nChanged 185
		SP:Iteration 44Q (8880.240000 sec): 3 clusters
  Score: Raw -5141020.998691 + Penalty 5170.012183 = -5135850.986508
  nChanged 163
		SP:Iteration 45Q (8880.330000 sec): 3 clusters
  Score: Raw -5141074.705196 + Penalty 5170.012183 = -5135904.693013
  nChanged 136
		SP:Iteration 46Q (8880.430000 sec): 3 clusters
  Score: Raw -5141116.940593 + Penalty 5170.012183 = -5135946.928410
  nChanged 118
		SP:Iteration 47Q (8880.530000 sec): 3 clusters
  Score: Raw -5141151.059152 + Penalty 5170.012183 = -5135981.046969
  nChanged 108
		SP:Iteration 48Q (8880.620000 sec): 3 clusters
  Score: Raw -5141180.137882 + Penalty 5170.012183 = -5136010.125699
  nChanged 100
		SP:Iteration 49Q (8880.720000 sec): 3 clusters
  Score: Raw -5141207.674440 + Penalty 5170.012183 = -5136037.662257
  nChanged 93
		SP:Iteration 50Q (8880.810000 sec): 3 clusters
  Score: Raw -5141235.329635 + Penalty 5170.012183 = -5136065.317452
  nChanged 88
		SP:Iteration 51Q (8880.910000 sec): 3 clusters
  Score: Raw -5141260.754151 + Penalty 5170.012183 = -5136090.741968
  nChanged 81
		SP:Iteration 52Q (8881.000000 sec): 3 clusters
  Score: Raw -5141285.776105 + Penalty 5170.012183 = -5136115.763922
  nChanged 77
		SP:Iteration 53Q (8881.100000 sec): 3 clusters
  Score: Raw -5141308.014611 + Penalty 5170.012183 = -5136138.002428
  nChanged 68
		SP:Iteration 54Q (8881.190000 sec): 3 clusters
  Score: Raw -5141324.767893 + Penalty 5170.012183 = -5136154.755710
  nChanged 58
		SP:Iteration 55Q (8881.280000 sec): 3 clusters
  Score: Raw -5141340.902361 + Penalty 5170.012183 = -5136170.890178
  nChanged 53
		SP:Iteration 56Q (8881.370000 sec): 3 clusters
  Score: Raw -5141353.480719 + Penalty 5170.012183 = -5136183.468536
  nChanged 40
		SP:Iteration 57Q (8881.470000 sec): 3 clusters
  Score: Raw -5141364.351727 + Penalty 5170.012183 = -5136194.339544
  nChanged 45
		SP:Iteration 58Q (8881.560000 sec): 3 clusters
  Score: Raw -5141377.600700 + Penalty 5170.012183 = -5136207.588517
  nChanged 47
		SP:Iteration 59Q (8881.650000 sec): 3 clusters
  Score: Raw -5141390.556477 + Penalty 5170.012183 = -5136220.544294
  nChanged 57
		SP:Iteration 60F (8881.770000 sec): 3 clusters
  Score: Raw -5141407.039714 + Penalty 5170.012183 = -5136237.027531
  nChanged 44
		SP:Iteration 61Q (8881.860000 sec): 3 clusters
  Score: Raw -5141420.793940 + Penalty 5170.012183 = -5136250.781757
  nChanged 37
		SP:Iteration 62Q (8881.950000 sec): 3 clusters
  Score: Raw -5141430.557004 + Penalty 5170.012183 = -5136260.544821
  nChanged 36
		SP:Iteration 63Q (8882.050000 sec): 3 clusters
  Score: Raw -5141439.973956 + Penalty 5170.012183 = -5136269.961773
  nChanged 44
		SP:Iteration 64Q (8882.140000 sec): 3 clusters
  Score: Raw -5141450.461630 + Penalty 5170.012183 = -5136280.449447
  nChanged 35
		SP:Iteration 65Q (8882.230000 sec): 3 clusters
  Score: Raw -5141458.733871 + Penalty 5170.012183 = -5136288.721688
  nChanged 34
		SP:Iteration 66Q (8882.320000 sec): 3 clusters
  Score: Raw -5141466.681040 + Penalty 5170.012183 = -5136296.668857
  nChanged 31
		SP:Iteration 67Q (8882.420000 sec): 3 clusters
  Score: Raw -5141475.501919 + Penalty 5170.012183 = -5136305.489736
  nChanged 29
		SP:Iteration 68Q (8882.510000 sec): 3 clusters
  Score: Raw -5141483.039218 + Penalty 5170.012183 = -5136313.027035
  nChanged 15
		SP:Iteration 69Q (8882.610000 sec): 3 clusters
  Score: Raw -5141486.761944 + Penalty 5170.012183 = -5136316.749760
  nChanged 17
		SP:Iteration 70Q (8882.690000 sec): 3 clusters
  Score: Raw -5141491.115748 + Penalty 5170.012183 = -5136321.103565
  nChanged 15
		SP:Iteration 71Q (8882.790000 sec): 3 clusters
  Score: Raw -5141494.267400 + Penalty 5170.012183 = -5136324.255217
  nChanged 20
		SP:Iteration 72Q (8882.880000 sec): 3 clusters
  Score: Raw -5141498.449530 + Penalty 5170.012183 = -5136328.437347
  nChanged 21
		SP:Iteration 73Q (8882.970000 sec): 3 clusters
  Score: Raw -5141502.067434 + Penalty 5170.012183 = -5136332.055251
  nChanged 13
		SP:Iteration 74Q (8883.070000 sec): 3 clusters
  Score: Raw -5141504.981197 + Penalty 5170.012183 = -5136334.969014
  nChanged 11
		SP:Iteration 75Q (8883.150000 sec): 3 clusters
  Score: Raw -5141506.991378 + Penalty 5170.012183 = -5136336.979195
  nChanged 5
		SP:Iteration 76Q (8883.250000 sec): 3 clusters
  Score: Raw -5141507.649281 + Penalty 5170.012183 = -5136337.637098
  nChanged 5
		SP:Iteration 77Q (8883.340000 sec): 3 clusters
  Score: Raw -5141508.530549 + Penalty 5170.012183 = -5136338.518366
  nChanged 3
		SP:Iteration 78Q (8883.430000 sec): 3 clusters
  Score: Raw -5141509.133590 + Penalty 5170.012183 = -5136339.121407
  nChanged 3
		SP:Iteration 79Q (8883.530000 sec): 3 clusters
  Score: Raw -5141509.604751 + Penalty 5170.012183 = -5136339.592568
  nChanged 2
		SP:Iteration 80F (8883.640000 sec): 3 clusters
  Score: Raw -5141509.946288 + Penalty 5170.012183 = -5136339.934105
  nChanged 3
		SP:Iteration 81Q (8883.730000 sec): 3 clusters
  Score: Raw -5141510.393251 + Penalty 5170.012183 = -5136340.381068
  nChanged 1
		SP:Iteration 82Q (8883.820000 sec): 3 clusters
  Score: Raw -5141510.709690 + Penalty 5170.012183 = -5136340.697507
  nChanged 2
		SP:Iteration 83Q (8883.910000 sec): 3 clusters
  Score: Raw -5141511.006975 + Penalty 5170.012183 = -5136340.994792
  nChanged 2
		SP:Iteration 84Q (8884.010000 sec): 3 clusters
  Score: Raw -5141511.678218 + Penalty 5170.012183 = -5136341.666035
  nChanged 4
		SP:Iteration 85Q (8884.090000 sec): 3 clusters
  Score: Raw -5141512.173531 + Penalty 5170.012183 = -5136342.161348
  nChanged 4
		SP:Iteration 86Q (8884.190000 sec): 3 clusters
  Score: Raw -5141512.654371 + Penalty 5170.012183 = -5136342.642188
  nChanged 0
		SP:Iteration 87F (8884.300000 sec): 3 clusters
  Score: Raw -5141512.654371 + Penalty 5170.012183 = -5136342.642188
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.320000 sec): 2 clusters
  Score: Raw -141751.663836 + Penalty 1732.668482 = -140018.995354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.330000 sec): 3 clusters
  Score: Raw -141503.701203 + Penalty 3465.336964 = -138038.364239
  nChanged 311
		SP:Iteration 1F (8884.330000 sec): 3 clusters
  Score: Raw -141861.901028 + Penalty 3465.336964 = -138396.564064
  nChanged 68
		SP:Iteration 2F (8884.330000 sec): 3 clusters
  Score: Raw -141953.747693 + Penalty 3465.336964 = -138488.410729
  nChanged 41
		SP:Iteration 3Q (8884.340000 sec): 3 clusters
  Score: Raw -142016.761911 + Penalty 3465.336964 = -138551.424947
  nChanged 32
		SP:Iteration 4Q (8884.340000 sec): 3 clusters
  Score: Raw -142058.689031 + Penalty 3465.336964 = -138593.352067
  nChanged 25
		SP:Iteration 5Q (8884.350000 sec): 3 clusters
  Score: Raw -142117.567097 + Penalty 3465.336964 = -138652.230133
  nChanged 27
		SP:Iteration 6Q (8884.350000 sec): 3 clusters
  Score: Raw -142163.836216 + Penalty 3465.336964 = -138698.499252
  nChanged 22
		SP:Iteration 7Q (8884.350000 sec): 3 clusters
  Score: Raw -142199.536890 + Penalty 3465.336964 = -138734.199926
  nChanged 21
		SP:Iteration 8Q (8884.350000 sec): 3 clusters
  Score: Raw -142232.754162 + Penalty 3465.336964 = -138767.417198
  nChanged 23
		SP:Iteration 9Q (8884.360000 sec): 3 clusters
  Score: Raw -142275.524751 + Penalty 3465.336964 = -138810.187787
  nChanged 17
		SP:Iteration 10Q (8884.360000 sec): 3 clusters
  Score: Raw -142300.389613 + Penalty 3465.336964 = -138835.052649
  nChanged 7
		SP:Iteration 11Q (8884.370000 sec): 3 clusters
  Score: Raw -142307.494651 + Penalty 3465.336964 = -138842.157687
  nChanged 5
		SP:Iteration 12Q (8884.370000 sec): 3 clusters
  Score: Raw -142313.384500 + Penalty 3465.336964 = -138848.047536
  nChanged 5
		SP:Iteration 13Q (8884.370000 sec): 3 clusters
  Score: Raw -142321.164571 + Penalty 3465.336964 = -138855.827608
  nChanged 5
		SP:Iteration 14Q (8884.370000 sec): 3 clusters
  Score: Raw -142334.072457 + Penalty 3465.336964 = -138868.735493
  nChanged 7
		SP:Iteration 15Q (8884.380000 sec): 3 clusters
  Score: Raw -142354.092159 + Penalty 3465.336964 = -138888.755195
  nChanged 8
		SP:Iteration 16Q (8884.380000 sec): 3 clusters
  Score: Raw -142368.356303 + Penalty 3465.336964 = -138903.019339
  nChanged 4
		SP:Iteration 17Q (8884.390000 sec): 3 clusters
  Score: Raw -142374.496461 + Penalty 3465.336964 = -138909.159498
  nChanged 6
		SP:Iteration 18Q (8884.390000 sec): 3 clusters
  Score: Raw -142381.078459 + Penalty 3465.336964 = -138915.741495
  nChanged 2
		SP:Iteration 19Q (8884.390000 sec): 3 clusters
  Score: Raw -142382.549225 + Penalty 3465.336964 = -138917.212261
  nChanged 2
		SP:Iteration 20F (8884.400000 sec): 3 clusters
  Score: Raw -142384.791994 + Penalty 3465.336964 = -138919.455030
  nChanged 3
		SP:Iteration 21Q (8884.400000 sec): 3 clusters
  Score: Raw -142387.625431 + Penalty 3465.336964 = -138922.288468
  nChanged 1
		SP:Iteration 22Q (8884.400000 sec): 3 clusters
  Score: Raw -142388.895460 + Penalty 3465.336964 = -138923.558496
  nChanged 1
		SP:Iteration 23Q (8884.410000 sec): 3 clusters
  Score: Raw -142389.493575 + Penalty 3465.336964 = -138924.156611
  nChanged 1
		SP:Iteration 24Q (8884.410000 sec): 3 clusters
  Score: Raw -142390.999096 + Penalty 3465.336964 = -138925.662132
  nChanged 3
		SP:Iteration 25Q (8884.410000 sec): 3 clusters
  Score: Raw -142393.123170 + Penalty 3465.336964 = -138927.786206
  nChanged 1
		SP:Iteration 26Q (8884.420000 sec): 3 clusters
  Score: Raw -142394.597599 + Penalty 3465.336964 = -138929.260635
  nChanged 3
		SP:Iteration 27Q (8884.420000 sec): 3 clusters
  Score: Raw -142403.187684 + Penalty 3465.336964 = -138937.850721
  nChanged 3
		SP:Iteration 28Q (8884.420000 sec): 3 clusters
  Score: Raw -142404.745413 + Penalty 3465.336964 = -138939.408449
  nChanged 1
		SP:Iteration 29Q (8884.430000 sec): 3 clusters
  Score: Raw -142405.554360 + Penalty 3465.336964 = -138940.217396
  nChanged 1
		SP:Iteration 30Q (8884.430000 sec): 3 clusters
  Score: Raw -142406.695245 + Penalty 3465.336964 = -138941.358281
  nChanged 1
		SP:Iteration 31Q (8884.430000 sec): 3 clusters
  Score: Raw -142408.727032 + Penalty 3465.336964 = -138943.390068
  nChanged 2
		SP:Iteration 32Q (8884.440000 sec): 3 clusters
  Score: Raw -142411.688265 + Penalty 3465.336964 = -138946.351301
  nChanged 3
		SP:Iteration 33Q (8884.440000 sec): 3 clusters
  Score: Raw -142416.064264 + Penalty 3465.336964 = -138950.727300
  nChanged 4
		SP:Iteration 34Q (8884.440000 sec): 3 clusters
  Score: Raw -142421.052951 + Penalty 3465.336964 = -138955.715987
  nChanged 3
		SP:Iteration 35Q (8884.450000 sec): 3 clusters
  Score: Raw -142423.884320 + Penalty 3465.336964 = -138958.547356
  nChanged 2
		SP:Iteration 36Q (8884.450000 sec): 3 clusters
  Score: Raw -142424.890984 + Penalty 3465.336964 = -138959.554020
  nChanged 1
		SP:Iteration 37Q (8884.450000 sec): 3 clusters
  Score: Raw -142426.072700 + Penalty 3465.336964 = -138960.735736
  nChanged 1
		SP:Iteration 38Q (8884.450000 sec): 3 clusters
  Score: Raw -142426.646306 + Penalty 3465.336964 = -138961.309342
  nChanged 2
		SP:Iteration 39Q (8884.460000 sec): 3 clusters
  Score: Raw -142427.946387 + Penalty 3465.336964 = -138962.609423
  nChanged 1
		SP:Iteration 40F (8884.460000 sec): 3 clusters
  Score: Raw -142428.126218 + Penalty 3465.336964 = -138962.789254
  nChanged 1
		SP:Iteration 41Q (8884.470000 sec): 3 clusters
  Score: Raw -142429.450216 + Penalty 3465.336964 = -138964.113252
  nChanged 0
		SP:Iteration 42F (8884.470000 sec): 3 clusters
  Score: Raw -142429.450216 + Penalty 3465.336964 = -138964.113252
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.470000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.470000 sec): 3 clusters
  Score: Raw -31540.208994 + Penalty 2705.839273 = -28834.369721
  nChanged 27
		SP:Iteration 1F (8884.470000 sec): 3 clusters
  Score: Raw -31665.470840 + Penalty 2705.839273 = -28959.631567
  nChanged 9
		SP:Iteration 2Q (8884.470000 sec): 3 clusters
  Score: Raw -31721.577326 + Penalty 2705.839273 = -29015.738053
  nChanged 4
		SP:Iteration 3Q (8884.480000 sec): 3 clusters
  Score: Raw -31765.121038 + Penalty 2705.839273 = -29059.281765
  nChanged 5
		SP:Iteration 4Q (8884.480000 sec): 3 clusters
  Score: Raw -31799.268846 + Penalty 2705.839273 = -29093.429572
  nChanged 6
		SP:Iteration 5Q (8884.480000 sec): 3 clusters
  Score: Raw -31841.571213 + Penalty 2705.839273 = -29135.731939
  nChanged 3
		SP:Iteration 6Q (8884.480000 sec): 3 clusters
  Score: Raw -31856.589255 + Penalty 2705.839273 = -29150.749982
  nChanged 0
		SP:Iteration 7F (8884.480000 sec): 3 clusters
  Score: Raw -31856.589255 + Penalty 2705.839273 = -29150.749982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.480000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.490000 sec): 3 clusters
  Score: Raw -77806.112013 + Penalty 3172.049753 = -74634.062260
  nChanged 137
		SP:Iteration 1F (8884.490000 sec): 3 clusters
  Score: Raw -78207.810089 + Penalty 3172.049753 = -75035.760337
  nChanged 49
		SP:Iteration 2F (8884.490000 sec): 3 clusters
  Score: Raw -78362.988096 + Penalty 3172.049753 = -75190.938344
  nChanged 30
		SP:Iteration 3F (8884.490000 sec): 3 clusters
  Score: Raw -78461.224149 + Penalty 3172.049753 = -75289.174397
  nChanged 23
		SP:Iteration 4Q (8884.490000 sec): 3 clusters
  Score: Raw -78542.825409 + Penalty 3172.049753 = -75370.775656
  nChanged 16
		SP:Iteration 5Q (8884.490000 sec): 3 clusters
  Score: Raw -78643.817780 + Penalty 3172.049753 = -75471.768028
  nChanged 16
		SP:Iteration 6Q (8884.500000 sec): 3 clusters
  Score: Raw -78704.199928 + Penalty 3172.049753 = -75532.150176
  nChanged 12
		SP:Iteration 7Q (8884.500000 sec): 3 clusters
  Score: Raw -78740.752481 + Penalty 3172.049753 = -75568.702728
  nChanged 7
		SP:Iteration 8Q (8884.500000 sec): 3 clusters
  Score: Raw -78779.711142 + Penalty 3172.049753 = -75607.661389
  nChanged 4
		SP:Iteration 9Q (8884.500000 sec): 3 clusters
  Score: Raw -78792.231129 + Penalty 3172.049753 = -75620.181376
  nChanged 0
		SP:Iteration 10F (8884.500000 sec): 3 clusters
  Score: Raw -78792.231129 + Penalty 3172.049753 = -75620.181376
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.510000 sec): 2 clusters
  Score: Raw -24575.550785 + Penalty 1363.297720 = -23212.253065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.510000 sec): 3 clusters
  Score: Raw -24796.829903 + Penalty 2726.595440 = -22070.234464
  nChanged 29
		SP:Iteration 1F (8884.510000 sec): 3 clusters
  Score: Raw -25052.257997 + Penalty 2726.595440 = -22325.662557
  nChanged 12
		SP:Iteration 2Q (8884.510000 sec): 3 clusters
  Score: Raw -25254.389549 + Penalty 2726.595440 = -22527.794110
  nChanged 6
		SP:Iteration 3Q (8884.510000 sec): 3 clusters
  Score: Raw -25281.744649 + Penalty 2726.595440 = -22555.149209
  nChanged 6
		SP:Iteration 4Q (8884.510000 sec): 3 clusters
  Score: Raw -25327.146646 + Penalty 2726.595440 = -22600.551206
  nChanged 3
		SP:Iteration 5Q (8884.510000 sec): 3 clusters
  Score: Raw -25351.889583 + Penalty 2726.595440 = -22625.294144
  nChanged 5
		SP:Iteration 6Q (8884.510000 sec): 3 clusters
  Score: Raw -25401.595651 + Penalty 2726.595440 = -22675.000211
  nChanged 0
		SP:Iteration 7F (8884.510000 sec): 3 clusters
  Score: Raw -25401.595651 + Penalty 2726.595440 = -22675.000211
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.510000 sec): 2 clusters
  Score: Raw -33339.247056 + Penalty 1391.149005 = -31948.098051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.520000 sec): 3 clusters
  Score: Raw -33576.708366 + Penalty 2782.298010 = -30794.410355
  nChanged 44
		SP:Iteration 1F (8884.520000 sec): 3 clusters
  Score: Raw -33852.980955 + Penalty 2782.298010 = -31070.682945
  nChanged 11
		SP:Iteration 2Q (8884.520000 sec): 3 clusters
  Score: Raw -33899.365862 + Penalty 2782.298010 = -31117.067851
  nChanged 4
		SP:Iteration 3Q (8884.520000 sec): 3 clusters
  Score: Raw -33922.773349 + Penalty 2782.298010 = -31140.475338
  nChanged 3
		SP:Iteration 4Q (8884.520000 sec): 3 clusters
  Score: Raw -33947.356209 + Penalty 2782.298010 = -31165.058198
  nChanged 6
		SP:Iteration 5Q (8884.520000 sec): 3 clusters
  Score: Raw -33976.037060 + Penalty 2782.298010 = -31193.739049
  nChanged 2
		SP:Iteration 6Q (8884.520000 sec): 3 clusters
  Score: Raw -33984.859424 + Penalty 2782.298010 = -31202.561414
  nChanged 2
		SP:Iteration 7Q (8884.520000 sec): 3 clusters
  Score: Raw -34000.674857 + Penalty 2782.298010 = -31218.376847
  nChanged 2
		SP:Iteration 8Q (8884.520000 sec): 3 clusters
  Score: Raw -34021.593083 + Penalty 2782.298010 = -31239.295073
  nChanged 3
		SP:Iteration 9Q (8884.530000 sec): 3 clusters
  Score: Raw -34046.766030 + Penalty 2782.298010 = -31264.468019
  nChanged 2
		SP:Iteration 10Q (8884.530000 sec): 3 clusters
  Score: Raw -34070.893723 + Penalty 2782.298010 = -31288.595712
  nChanged 1
		SP:Iteration 11Q (8884.530000 sec): 3 clusters
  Score: Raw -34076.248803 + Penalty 2782.298010 = -31293.950792
  nChanged 1
		SP:Iteration 12Q (8884.530000 sec): 3 clusters
  Score: Raw -34083.310578 + Penalty 2782.298010 = -31301.012567
  nChanged 0
		SP:Iteration 13F (8884.530000 sec): 3 clusters
  Score: Raw -34083.310578 + Penalty 2782.298010 = -31301.012567
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (220 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.530000 sec): 2 clusters
  Score: Raw -29705.057368 + Penalty 1337.619631 = -28367.437737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.530000 sec): 3 clusters
  Score: Raw -29914.924859 + Penalty 2675.239263 = -27239.685596
  nChanged 23
		SP:Iteration 1F (8884.530000 sec): 3 clusters
  Score: Raw -30008.323905 + Penalty 2675.239263 = -27333.084642
  nChanged 7
		SP:Iteration 2Q (8884.530000 sec): 3 clusters
  Score: Raw -30040.975868 + Penalty 2675.239263 = -27365.736605
  nChanged 1
		SP:Iteration 3Q (8884.530000 sec): 3 clusters
  Score: Raw -30051.040250 + Penalty 2675.239263 = -27375.800987
  nChanged 2
		SP:Iteration 4Q (8884.530000 sec): 3 clusters
  Score: Raw -30067.859326 + Penalty 2675.239263 = -27392.620063
  nChanged 0
		SP:Iteration 5F (8884.530000 sec): 3 clusters
  Score: Raw -30067.859326 + Penalty 2675.239263 = -27392.620063
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.540000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.540000 sec): 3 clusters
  Score: Raw -55091.375993 + Penalty 2975.472535 = -52115.903458
  nChanged 60
		SP:Iteration 1F (8884.540000 sec): 3 clusters
  Score: Raw -55236.171269 + Penalty 2975.472535 = -52260.698734
  nChanged 24
		SP:Iteration 2F (8884.540000 sec): 3 clusters
  Score: Raw -55310.987915 + Penalty 2975.472535 = -52335.515381
  nChanged 14
		SP:Iteration 3Q (8884.540000 sec): 3 clusters
  Score: Raw -55355.184429 + Penalty 2975.472535 = -52379.711894
  nChanged 7
		SP:Iteration 4Q (8884.550000 sec): 3 clusters
  Score: Raw -55374.608150 + Penalty 2975.472535 = -52399.135615
  nChanged 3
		SP:Iteration 5Q (8884.550000 sec): 3 clusters
  Score: Raw -55384.317005 + Penalty 2975.472535 = -52408.844470
  nChanged 1
		SP:Iteration 6Q (8884.550000 sec): 3 clusters
  Score: Raw -55386.613597 + Penalty 2975.472535 = -52411.141062
  nChanged 0
		SP:Iteration 7F (8884.550000 sec): 3 clusters
  Score: Raw -55386.613597 + Penalty 2975.472535 = -52411.141062
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.550000 sec): 2 clusters
  Score: Raw -17577.559976 + Penalty 1308.972435 = -16268.587541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.550000 sec): 3 clusters
  Score: Raw -18116.419310 + Penalty 2617.944871 = -15498.474439
  nChanged 25
		SP:Iteration 1F (8884.550000 sec): 3 clusters
  Score: Raw -18229.842877 + Penalty 2617.944871 = -15611.898006
  nChanged 11
		SP:Iteration 2F (8884.550000 sec): 3 clusters
  Score: Raw -18306.634345 + Penalty 2617.944871 = -15688.689474
  nChanged 4
		SP:Iteration 3Q (8884.550000 sec): 3 clusters
  Score: Raw -18332.667239 + Penalty 2617.944871 = -15714.722368
  nChanged 3
		SP:Iteration 4Q (8884.550000 sec): 3 clusters
  Score: Raw -18343.337190 + Penalty 2617.944871 = -15725.392319
  nChanged 4
		SP:Iteration 5Q (8884.550000 sec): 3 clusters
  Score: Raw -18354.784423 + Penalty 2617.944871 = -15736.839552
  nChanged 3
		SP:Iteration 6Q (8884.560000 sec): 3 clusters
  Score: Raw -18370.396225 + Penalty 2617.944871 = -15752.451354
  nChanged 5
		SP:Iteration 7Q (8884.560000 sec): 3 clusters
  Score: Raw -18395.376031 + Penalty 2617.944871 = -15777.431160
  nChanged 1
		SP:Iteration 8Q (8884.560000 sec): 3 clusters
  Score: Raw -18401.097506 + Penalty 2617.944871 = -15783.152635
  nChanged 1
		SP:Iteration 9Q (8884.560000 sec): 3 clusters
  Score: Raw -18406.665959 + Penalty 2617.944871 = -15788.721088
  nChanged 1
		SP:Iteration 10Q (8884.560000 sec): 3 clusters
  Score: Raw -18414.075544 + Penalty 2617.944871 = -15796.130673
  nChanged 2
		SP:Iteration 11Q (8884.560000 sec): 3 clusters
  Score: Raw -18455.956512 + Penalty 2617.944871 = -15838.011641
  nChanged 0
		SP:Iteration 12F (8884.560000 sec): 3 clusters
  Score: Raw -18458.530363 + Penalty 2617.944871 = -15840.585492
  nChanged 1
		SP:Iteration 13Q (8884.560000 sec): 3 clusters
  Score: Raw -18464.594863 + Penalty 2617.944871 = -15846.649992
  nChanged 0
		SP:Iteration 14F (8884.560000 sec): 3 clusters
  Score: Raw -18464.594863 + Penalty 2617.944871 = -15846.649992
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.560000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.570000 sec): 3 clusters
  Score: Raw -29585.568490 + Penalty 2686.385799 = -26899.182690
  nChanged 20
		SP:Iteration 1F (8884.570000 sec): 3 clusters
  Score: Raw -29684.607558 + Penalty 2686.385799 = -26998.221759
  nChanged 5
		SP:Iteration 2Q (8884.570000 sec): 3 clusters
  Score: Raw -29703.741175 + Penalty 2686.385799 = -27017.355375
  nChanged 1
		SP:Iteration 3Q (8884.570000 sec): 3 clusters
  Score: Raw -29705.315768 + Penalty 2686.385799 = -27018.929969
  nChanged 0
		SP:Iteration 4F (8884.570000 sec): 3 clusters
  Score: Raw -29705.315768 + Penalty 2686.385799 = -27018.929969
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.570000 sec): 2 clusters
  Score: Raw -46074.767155 + Penalty 1447.033063 = -44627.734092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.570000 sec): 3 clusters
  Score: Raw -46272.695384 + Penalty 2894.066126 = -43378.629259
  nChanged 63
		SP:Iteration 1F (8884.570000 sec): 3 clusters
  Score: Raw -46472.451785 + Penalty 2894.066126 = -43578.385660
  nChanged 18
		SP:Iteration 2F (8884.570000 sec): 3 clusters
  Score: Raw -46517.852207 + Penalty 2894.066126 = -43623.786081
  nChanged 8
		SP:Iteration 3Q (8884.570000 sec): 3 clusters
  Score: Raw -46546.351644 + Penalty 2894.066126 = -43652.285518
  nChanged 4
		SP:Iteration 4Q (8884.580000 sec): 3 clusters
  Score: Raw -46578.044619 + Penalty 2894.066126 = -43683.978493
  nChanged 2
		SP:Iteration 5Q (8884.580000 sec): 3 clusters
  Score: Raw -46585.992032 + Penalty 2894.066126 = -43691.925907
  nChanged 0
		SP:Iteration 6F (8884.580000 sec): 3 clusters
  Score: Raw -46585.992032 + Penalty 2894.066126 = -43691.925907
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.580000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.580000 sec): 3 clusters
  Score: Raw -55254.616734 + Penalty 3005.325105 = -52249.291629
  nChanged 75
		SP:Iteration 1F (8884.590000 sec): 3 clusters
  Score: Raw -55434.704833 + Penalty 3005.325105 = -52429.379728
  nChanged 26
		SP:Iteration 2F (8884.590000 sec): 3 clusters
  Score: Raw -55514.275846 + Penalty 3005.325105 = -52508.950741
  nChanged 17
		SP:Iteration 3Q (8884.590000 sec): 3 clusters
  Score: Raw -55609.800749 + Penalty 3005.325105 = -52604.475644
  nChanged 13
		SP:Iteration 4Q (8884.590000 sec): 3 clusters
  Score: Raw -55694.062391 + Penalty 3005.325105 = -52688.737286
  nChanged 17
		SP:Iteration 5Q (8884.590000 sec): 3 clusters
  Score: Raw -55763.096586 + Penalty 3005.325105 = -52757.771481
  nChanged 14
		SP:Iteration 6Q (8884.590000 sec): 3 clusters
  Score: Raw -55817.084732 + Penalty 3005.325105 = -52811.759627
  nChanged 12
		SP:Iteration 7Q (8884.590000 sec): 3 clusters
  Score: Raw -55875.300665 + Penalty 3005.325105 = -52869.975560
  nChanged 10
		SP:Iteration 8Q (8884.590000 sec): 3 clusters
  Score: Raw -55909.943875 + Penalty 3005.325105 = -52904.618770
  nChanged 4
		SP:Iteration 9Q (8884.600000 sec): 3 clusters
  Score: Raw -55927.960670 + Penalty 3005.325105 = -52922.635565
  nChanged 5
		SP:Iteration 10Q (8884.600000 sec): 3 clusters
  Score: Raw -55946.483255 + Penalty 3005.325105 = -52941.158150
  nChanged 5
		SP:Iteration 11Q (8884.600000 sec): 3 clusters
  Score: Raw -55962.929080 + Penalty 3005.325105 = -52957.603975
  nChanged 3
		SP:Iteration 12Q (8884.600000 sec): 3 clusters
  Score: Raw -55970.818807 + Penalty 3005.325105 = -52965.493702
  nChanged 0
		SP:Iteration 13F (8884.600000 sec): 3 clusters
  Score: Raw -55970.818807 + Penalty 3005.325105 = -52965.493702
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 39 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.600000 sec): 2 clusters
  Score: Raw -22896.629861 + Penalty 1287.853299 = -21608.776562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.610000 sec): 3 clusters
  Score: Raw -23174.922207 + Penalty 2575.706598 = -20599.215609
  nChanged 16
		SP:Iteration 1F (8884.610000 sec): 3 clusters
  Score: Raw -23241.219279 + Penalty 2575.706598 = -20665.512681
  nChanged 3
		SP:Iteration 2Q (8884.610000 sec): 3 clusters
  Score: Raw -23252.115778 + Penalty 2575.706598 = -20676.409180
  nChanged 1
		SP:Iteration 3Q (8884.610000 sec): 3 clusters
  Score: Raw -23256.066069 + Penalty 2575.706598 = -20680.359471
  nChanged 0
		SP:Iteration 4F (8884.610000 sec): 3 clusters
  Score: Raw -23256.066069 + Penalty 2575.706598 = -20680.359471
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.610000 sec): 2 clusters
  Score: Raw -68690.960353 + Penalty 1547.104507 = -67143.855846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.610000 sec): 3 clusters
  Score: Raw -68720.639017 + Penalty 3094.209014 = -65626.430003
  nChanged 90
		SP:Iteration 1F (8884.610000 sec): 3 clusters
  Score: Raw -68880.815630 + Penalty 3094.209014 = -65786.606616
  nChanged 28
		SP:Iteration 2F (8884.610000 sec): 3 clusters
  Score: Raw -68943.511037 + Penalty 3094.209014 = -65849.302023
  nChanged 14
		SP:Iteration 3Q (8884.620000 sec): 3 clusters
  Score: Raw -68976.459607 + Penalty 3094.209014 = -65882.250593
  nChanged 19
		SP:Iteration 4Q (8884.620000 sec): 3 clusters
  Score: Raw -69025.518970 + Penalty 3094.209014 = -65931.309956
  nChanged 10
		SP:Iteration 5Q (8884.620000 sec): 3 clusters
  Score: Raw -69049.527111 + Penalty 3094.209014 = -65955.318097
  nChanged 8
		SP:Iteration 6Q (8884.620000 sec): 3 clusters
  Score: Raw -69067.883847 + Penalty 3094.209014 = -65973.674833
  nChanged 6
		SP:Iteration 7Q (8884.630000 sec): 3 clusters
  Score: Raw -69079.671214 + Penalty 3094.209014 = -65985.462200
  nChanged 4
		SP:Iteration 8Q (8884.630000 sec): 3 clusters
  Score: Raw -69086.567879 + Penalty 3094.209014 = -65992.358865
  nChanged 2
		SP:Iteration 9Q (8884.630000 sec): 3 clusters
  Score: Raw -69091.301592 + Penalty 3094.209014 = -65997.092578
  nChanged 4
		SP:Iteration 10Q (8884.630000 sec): 3 clusters
  Score: Raw -69097.756293 + Penalty 3094.209014 = -66003.547279
  nChanged 3
		SP:Iteration 11Q (8884.630000 sec): 3 clusters
  Score: Raw -69103.740277 + Penalty 3094.209014 = -66009.531263
  nChanged 3
		SP:Iteration 12Q (8884.630000 sec): 3 clusters
  Score: Raw -69113.080245 + Penalty 3094.209014 = -66018.871231
  nChanged 0
		SP:Iteration 13F (8884.630000 sec): 3 clusters
  Score: Raw -69113.080245 + Penalty 3094.209014 = -66018.871231
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.630000 sec): 2 clusters
  Score: Raw -17507.566419 + Penalty 1347.563057 = -16160.003362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.630000 sec): 3 clusters
  Score: Raw -18008.907466 + Penalty 2695.126114 = -15313.781353
  nChanged 57
		SP:Iteration 1F (8884.630000 sec): 3 clusters
  Score: Raw -18473.797594 + Penalty 2695.126114 = -15778.671480
  nChanged 14
		SP:Iteration 2F (8884.630000 sec): 3 clusters
  Score: Raw -18691.398484 + Penalty 2695.126114 = -15996.272371
  nChanged 5
		SP:Iteration 3Q (8884.640000 sec): 3 clusters
  Score: Raw -18738.433629 + Penalty 2695.126114 = -16043.307516
  nChanged 3
		SP:Iteration 4Q (8884.640000 sec): 3 clusters
  Score: Raw -18759.225230 + Penalty 2695.126114 = -16064.099116
  nChanged 2
		SP:Iteration 5Q (8884.640000 sec): 3 clusters
  Score: Raw -18808.069482 + Penalty 2695.126114 = -16112.943369
  nChanged 1
		SP:Iteration 6Q (8884.640000 sec): 3 clusters
  Score: Raw -18813.896704 + Penalty 2695.126114 = -16118.770591
  nChanged 0
		SP:Iteration 7F (8884.640000 sec): 3 clusters
  Score: Raw -18813.896704 + Penalty 2695.126114 = -16118.770591
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 42 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.640000 sec): 2 clusters
  Score: Raw -25518.930557 + Penalty 1352.919637 = -24166.010921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.640000 sec): 3 clusters
  Score: Raw -25716.804080 + Penalty 2705.839273 = -23010.964807
  nChanged 28
		SP:Iteration 1F (8884.640000 sec): 3 clusters
  Score: Raw -25817.792405 + Penalty 2705.839273 = -23111.953132
  nChanged 9
		SP:Iteration 2Q (8884.650000 sec): 3 clusters
  Score: Raw -25852.872079 + Penalty 2705.839273 = -23147.032805
  nChanged 4
		SP:Iteration 3Q (8884.650000 sec): 3 clusters
  Score: Raw -25868.637146 + Penalty 2705.839273 = -23162.797872
  nChanged 2
		SP:Iteration 4Q (8884.650000 sec): 3 clusters
  Score: Raw -25877.635149 + Penalty 2705.839273 = -23171.795876
  nChanged 1
		SP:Iteration 5Q (8884.650000 sec): 3 clusters
  Score: Raw -25879.995558 + Penalty 2705.839273 = -23174.156285
  nChanged 2
		SP:Iteration 6Q (8884.650000 sec): 3 clusters
  Score: Raw -25884.621517 + Penalty 2705.839273 = -23178.782243
  nChanged 0
		SP:Iteration 7F (8884.650000 sec): 3 clusters
  Score: Raw -25884.621517 + Penalty 2705.839273 = -23178.782243
  nChanged 0
------ Evaluating fit on full set of 2436854 points ------
  Score: Raw -352963265.928084 + Penalty 149532.828906 = -352813733.099179
Time taken for this iteration:5363.960000 seconds.
 21->42 Clusters: Score -352813733.099179, best is -352692473.313345
THE BEST YET!

Main iterations: 0 (time per iteration =inf ms)
Total iterations: 19262 (time per iteration =470.042381 ms)

Def. Iteration metric 2:
Iteration_metric2 += (scalar)(nDims*nDims)*(scalar)(nPoints)
Iterations metric 2: 1108911224700.000000 (time per metric unit =8.164726ns)

Def. Iteration metric 3:
Iteration_metric3 += (scalar)(nDims*nDims)*(scalar)(nDims*nPoints)
Iterations metric 3: 33267336741000.000000 (time per metric unit=272.157535ps)

That took 9053.956351 seconds.
warning: commands will be executed using /bin/sh
job 5521 at Sun Apr  5 21:03:00 2015
FileBase	/isis1/Yuta/YutaData/YutaMouse32-150319/YutaMouse32-150319
ElecNo	3
UseFeatures	11111111111111111111111111111100000
DropLastNFeatures	0
UseDistributional	0
MaskStarts	500
MinClusters	20
MaxClusters	21
MaxPossibleClusters	200
nStarts	1
StartCluFile	
SplitEvery	40
SplitFirst	20
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
FullStepEvery	20
MaxIter	10000
RandomSeed	1
Debug	0
SplitInfo	1
Verbose	1
DistDump	0
DistThresh	6.907755
ChangedThresh	0.050000
Log	1
SaveTempCluEveryIter	0
Screen	1
PriorPoint	1
SaveSorted	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
RamLimitGB	-1.000000
AlwaysSplitBimodal	1
PointsForClusterMask	10.000000
MinMaskOverlap	0.000000
help	0
WARNING: You have chosen not to set a RAM limit, this may cause problems.
This run is expected to use between 9.08 and 13.62 GB of RAM.
Memory request: 4.54 GB would take us to total of 4.54 GB.
----------------------------------------------------------
Loaded 2436854 data points of dimension 30.
MEMO: A lower score indicates a better clustering 
 
Starting from 20 clusters...
Memory request: 1.51 GB would take us to total of 6.05 GB.
------ Running on subset of 812284 points ------
	SP: Assigned 20 initial classes randomly.
Deleting Class 11 (3160 points): Lose 1018.863460 but Gain 3374.686117
Iteration 0F (55.100000 sec): 19 clusters
  Score: Raw -109271146.625646 + Penalty 60744.350111 = -109210402.275534
  nChanged 768857
Deleting Class 2 (2397 points): Lose 2383.742902 but Gain 3374.686117
Iteration 1F (74.810000 sec): 18 clusters
  Score: Raw -115741614.441580 + Penalty 57369.663994 = -115684244.777586
  nChanged 264186
Deleting Class 3 (1875 points): Lose 2636.347275 but Gain 3374.686117
Iteration 2F (93.430000 sec): 17 clusters
  Score: Raw -116291989.224267 + Penalty 53994.977877 = -116237994.246390
  nChanged 157607
Deleting Class 6 (1877 points): Lose 2025.282323 but Gain 3374.686117
Iteration 3F (111.080000 sec): 16 clusters
  Score: Raw -116540239.590471 + Penalty 50620.291759 = -116489619.298711
  nChanged 99389
Iteration 4F (127.710000 sec): 16 clusters
  Score: Raw -116735699.566980 + Penalty 50620.291759 = -116685079.275221
  nChanged 77577
Iteration 5F (144.310000 sec): 16 clusters
  Score: Raw -117042771.226616 + Penalty 50620.291759 = -116992150.934856
  nChanged 63532
Iteration 6F (160.830000 sec): 16 clusters
  Score: Raw -117150722.424220 + Penalty 50620.291759 = -117100102.132460
  nChanged 51002
Iteration 7F (177.770000 sec): 16 clusters
  Score: Raw -117226441.635106 + Penalty 50620.291759 = -117175821.343347
  nChanged 43721
Iteration 8F (195.430000 sec): 16 clusters
  Score: Raw -117283179.834626 + Penalty 50620.291759 = -117232559.542866
  nChanged 38110
Iteration 9Q (202.220000 sec): 16 clusters
  Score: Raw -117321844.406074 + Penalty 50620.291759 = -117271224.114315
  nChanged 32122
Iteration 10Q (209.200000 sec): 16 clusters
  Score: Raw -117343703.108770 + Penalty 50620.291759 = -117293082.817011
  nChanged 27469
Iteration 11Q (215.480000 sec): 16 clusters
  Score: Raw -117359686.530270 + Penalty 50620.291759 = -117309066.238511
  nChanged 23637
Iteration 12Q (221.400000 sec): 16 clusters
  Score: Raw -117371966.351875 + Penalty 50620.291759 = -117321346.060116
  nChanged 19881
Iteration 13Q (227.240000 sec): 16 clusters
  Score: Raw -117380760.163007 + Penalty 50620.291759 = -117330139.871247
  nChanged 16325
Iteration 14Q (232.970000 sec): 16 clusters
  Score: Raw -117386205.531779 + Penalty 50620.291759 = -117335585.240020
  nChanged 13005
Iteration 15Q (238.630000 sec): 16 clusters
  Score: Raw -117389477.497215 + Penalty 50620.291759 = -117338857.205456
  nChanged 10649
Iteration 16Q (244.230000 sec): 16 clusters
  Score: Raw -117391553.154612 + Penalty 50620.291759 = -117340932.862852
  nChanged 8842
Iteration 17Q (249.820000 sec): 16 clusters
  Score: Raw -117392954.465397 + Penalty 50620.291759 = -117342334.173637
  nChanged 7442
Iteration 18Q (255.380000 sec): 16 clusters
  Score: Raw -117393979.526973 + Penalty 50620.291759 = -117343359.235213
  nChanged 6430
Iteration 19Q (260.940000 sec): 16 clusters
  Score: Raw -117394767.004331 + Penalty 50620.291759 = -117344146.712572
  nChanged 5615
Writing temp clu file 
Because OldScore, -117343359.235213, is greater than current (better) Score,-117344146.712572 
 Compute initial score before splitting:   Score: Raw -117394767.004331 + Penalty 50620.291759 = -117344146.712572
Memory request: 0.01 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (2341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (261.080000 sec): 2 clusters
  Score: Raw -339015.487845 + Penalty 1924.066700 = -337091.421145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (261.090000 sec): 3 clusters
  Score: Raw -338153.813646 + Penalty 3848.133400 = -334305.680246
  nChanged 777
		SP:Iteration 1F (261.090000 sec): 3 clusters
  Score: Raw -338918.802037 + Penalty 3848.133400 = -335070.668638
  nChanged 230
		SP:Iteration 2F (261.110000 sec): 3 clusters
  Score: Raw -339343.151311 + Penalty 3848.133400 = -335495.017911
  nChanged 192
		SP:Iteration 3F (261.110000 sec): 3 clusters
  Score: Raw -339709.805703 + Penalty 3848.133400 = -335861.672303
  nChanged 167
		SP:Iteration 4F (261.120000 sec): 3 clusters
  Score: Raw -340107.716501 + Penalty 3848.133400 = -336259.583101
  nChanged 163
		SP:Iteration 5F (261.130000 sec): 3 clusters
  Score: Raw -340541.137327 + Penalty 3848.133400 = -336693.003927
  nChanged 152
		SP:Iteration 6F (261.150000 sec): 3 clusters
  Score: Raw -340906.040628 + Penalty 3848.133400 = -337057.907228
  nChanged 116
		SP:Iteration 7Q (261.160000 sec): 3 clusters
  Score: Raw -341233.785403 + Penalty 3848.133400 = -337385.652003
  nChanged 75
		SP:Iteration 8Q (261.160000 sec): 3 clusters
  Score: Raw -341430.115429 + Penalty 3848.133400 = -337581.982029
  nChanged 56
		SP:Iteration 9Q (261.170000 sec): 3 clusters
  Score: Raw -341541.970691 + Penalty 3848.133400 = -337693.837291
  nChanged 47
		SP:Iteration 10Q (261.180000 sec): 3 clusters
  Score: Raw -341642.567784 + Penalty 3848.133400 = -337794.434384
  nChanged 59
		SP:Iteration 11Q (261.180000 sec): 3 clusters
  Score: Raw -341842.666046 + Penalty 3848.133400 = -337994.532647
  nChanged 62
		SP:Iteration 12Q (261.190000 sec): 3 clusters
  Score: Raw -342078.229840 + Penalty 3848.133400 = -338230.096440
  nChanged 36
		SP:Iteration 13Q (261.200000 sec): 3 clusters
  Score: Raw -342186.164277 + Penalty 3848.133400 = -338338.030878
  nChanged 27
		SP:Iteration 14Q (261.210000 sec): 3 clusters
  Score: Raw -342256.749863 + Penalty 3848.133400 = -338408.616463
  nChanged 18
		SP:Iteration 15Q (261.210000 sec): 3 clusters
  Score: Raw -342295.663226 + Penalty 3848.133400 = -338447.529826
  nChanged 12
		SP:Iteration 16Q (261.220000 sec): 3 clusters
  Score: Raw -342309.621294 + Penalty 3848.133400 = -338461.487894
  nChanged 3
		SP:Iteration 17Q (261.230000 sec): 3 clusters
  Score: Raw -342311.225041 + Penalty 3848.133400 = -338463.091641
  nChanged 1
		SP:Iteration 18Q (261.240000 sec): 3 clusters
  Score: Raw -342311.403491 + Penalty 3848.133400 = -338463.270091
  nChanged 0
		SP:Iteration 19F (261.240000 sec): 3 clusters
  Score: Raw -342311.403491 + Penalty 3848.133400 = -338463.270091
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 2.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (1873 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (261.260000 sec): 2 clusters
  Score: Raw -275274.500777 + Penalty 1868.753582 = -273405.747195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (261.260000 sec): 3 clusters
  Score: Raw -274618.458286 + Penalty 3737.507164 = -270880.951121
  nChanged 586
		SP:Iteration 1F (261.270000 sec): 3 clusters
  Score: Raw -275048.661034 + Penalty 3737.507164 = -271311.153869
  nChanged 130
		SP:Iteration 2F (261.280000 sec): 3 clusters
  Score: Raw -275182.694701 + Penalty 3737.507164 = -271445.187537
  nChanged 78
		SP:Iteration 3Q (261.280000 sec): 3 clusters
  Score: Raw -275255.410561 + Penalty 3737.507164 = -271517.903397
  nChanged 64
		SP:Iteration 4Q (261.290000 sec): 3 clusters
  Score: Raw -275306.863160 + Penalty 3737.507164 = -271569.355995
  nChanged 38
		SP:Iteration 5Q (261.300000 sec): 3 clusters
  Score: Raw -275337.317416 + Penalty 3737.507164 = -271599.810251
  nChanged 28
		SP:Iteration 6Q (261.310000 sec): 3 clusters
  Score: Raw -275364.194272 + Penalty 3737.507164 = -271626.687108
  nChanged 27
		SP:Iteration 7Q (261.320000 sec): 3 clusters
  Score: Raw -275388.121949 + Penalty 3737.507164 = -271650.614784
  nChanged 27
		SP:Iteration 8Q (261.320000 sec): 3 clusters
  Score: Raw -275412.668300 + Penalty 3737.507164 = -271675.161135
  nChanged 23
		SP:Iteration 9Q (261.330000 sec): 3 clusters
  Score: Raw -275430.586934 + Penalty 3737.507164 = -271693.079770
  nChanged 21
		SP:Iteration 10Q (261.340000 sec): 3 clusters
  Score: Raw -275449.709489 + Penalty 3737.507164 = -271712.202325
  nChanged 20
		SP:Iteration 11Q (261.340000 sec): 3 clusters
  Score: Raw -275465.576054 + Penalty 3737.507164 = -271728.068890
  nChanged 17
		SP:Iteration 12Q (261.350000 sec): 3 clusters
  Score: Raw -275477.840358 + Penalty 3737.507164 = -271740.333194
  nChanged 13
		SP:Iteration 13Q (261.360000 sec): 3 clusters
  Score: Raw -275488.883664 + Penalty 3737.507164 = -271751.376500
  nChanged 10
		SP:Iteration 14Q (261.360000 sec): 3 clusters
  Score: Raw -275501.936207 + Penalty 3737.507164 = -271764.429043
  nChanged 13
		SP:Iteration 15Q (261.370000 sec): 3 clusters
  Score: Raw -275513.492196 + Penalty 3737.507164 = -271775.985032
  nChanged 14
		SP:Iteration 16Q (261.380000 sec): 3 clusters
  Score: Raw -275528.081753 + Penalty 3737.507164 = -271790.574588
  nChanged 20
		SP:Iteration 17Q (261.390000 sec): 3 clusters
  Score: Raw -275543.630995 + Penalty 3737.507164 = -271806.123831
  nChanged 20
		SP:Iteration 18Q (261.400000 sec): 3 clusters
  Score: Raw -275558.213630 + Penalty 3737.507164 = -271820.706466
  nChanged 16
		SP:Iteration 19Q (261.400000 sec): 3 clusters
  Score: Raw -275572.179189 + Penalty 3737.507164 = -271834.672025
  nChanged 11
		SP:Iteration 20F (261.410000 sec): 3 clusters
  Score: Raw -275582.200039 + Penalty 3737.507164 = -271844.692875
  nChanged 11
		SP:Iteration 21Q (261.420000 sec): 3 clusters
  Score: Raw -275589.949826 + Penalty 3737.507164 = -271852.442662
  nChanged 13
		SP:Iteration 22Q (261.420000 sec): 3 clusters
  Score: Raw -275603.593703 + Penalty 3737.507164 = -271866.086538
  nChanged 16
		SP:Iteration 23Q (261.430000 sec): 3 clusters
  Score: Raw -275614.437590 + Penalty 3737.507164 = -271876.930425
  nChanged 10
		SP:Iteration 24Q (261.440000 sec): 3 clusters
  Score: Raw -275622.052220 + Penalty 3737.507164 = -271884.545056
  nChanged 10
		SP:Iteration 25Q (261.440000 sec): 3 clusters
  Score: Raw -275628.605132 + Penalty 3737.507164 = -271891.097968
  nChanged 10
		SP:Iteration 26Q (261.450000 sec): 3 clusters
  Score: Raw -275637.138407 + Penalty 3737.507164 = -271899.631243
  nChanged 7
		SP:Iteration 27Q (261.460000 sec): 3 clusters
  Score: Raw -275642.501594 + Penalty 3737.507164 = -271904.994430
  nChanged 10
		SP:Iteration 28Q (261.470000 sec): 3 clusters
  Score: Raw -275650.682399 + Penalty 3737.507164 = -271913.175235
  nChanged 13
		SP:Iteration 29Q (261.480000 sec): 3 clusters
  Score: Raw -275659.723501 + Penalty 3737.507164 = -271922.216336
  nChanged 8
		SP:Iteration 30Q (261.480000 sec): 3 clusters
  Score: Raw -275666.155082 + Penalty 3737.507164 = -271928.647918
  nChanged 7
		SP:Iteration 31Q (261.490000 sec): 3 clusters
  Score: Raw -275672.748380 + Penalty 3737.507164 = -271935.241216
  nChanged 7
		SP:Iteration 32Q (261.500000 sec): 3 clusters
  Score: Raw -275677.050858 + Penalty 3737.507164 = -271939.543694
  nChanged 2
		SP:Iteration 33Q (261.500000 sec): 3 clusters
  Score: Raw -275678.603235 + Penalty 3737.507164 = -271941.096071
  nChanged 3
		SP:Iteration 34Q (261.510000 sec): 3 clusters
  Score: Raw -275680.250023 + Penalty 3737.507164 = -271942.742858
  nChanged 3
		SP:Iteration 35Q (261.520000 sec): 3 clusters
  Score: Raw -275681.774740 + Penalty 3737.507164 = -271944.267576
  nChanged 3
		SP:Iteration 36Q (261.520000 sec): 3 clusters
  Score: Raw -275682.958548 + Penalty 3737.507164 = -271945.451383
  nChanged 2
		SP:Iteration 37Q (261.530000 sec): 3 clusters
  Score: Raw -275683.988648 + Penalty 3737.507164 = -271946.481483
  nChanged 2
		SP:Iteration 38Q (261.540000 sec): 3 clusters
  Score: Raw -275684.813622 + Penalty 3737.507164 = -271947.306458
  nChanged 0
		SP:Iteration 39F (261.550000 sec): 3 clusters
  Score: Raw -275684.813622 + Penalty 3737.507164 = -271947.306458
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (1175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (261.550000 sec): 2 clusters
  Score: Raw -147026.159700 + Penalty 1753.117810 = -145273.041891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (261.560000 sec): 3 clusters
  Score: Raw -146999.272264 + Penalty 3506.235620 = -143493.036644
  nChanged 397
		SP:Iteration 1F (261.560000 sec): 3 clusters
  Score: Raw -148139.650763 + Penalty 3506.235620 = -144633.415143
  nChanged 175
		SP:Iteration 2F (261.570000 sec): 3 clusters
  Score: Raw -149094.846835 + Penalty 3506.235620 = -145588.611215
  nChanged 109
		SP:Iteration 3F (261.570000 sec): 3 clusters
  Score: Raw -149649.074474 + Penalty 3506.235620 = -146142.838855
  nChanged 55
		SP:Iteration 4Q (261.570000 sec): 3 clusters
  Score: Raw -149954.704709 + Penalty 3506.235620 = -146448.469089
  nChanged 32
		SP:Iteration 5Q (261.580000 sec): 3 clusters
  Score: Raw -150063.219607 + Penalty 3506.235620 = -146556.983988
  nChanged 20
		SP:Iteration 6Q (261.580000 sec): 3 clusters
  Score: Raw -150218.499862 + Penalty 3506.235620 = -146712.264243
  nChanged 9
		SP:Iteration 7Q (261.580000 sec): 3 clusters
  Score: Raw -150280.246367 + Penalty 3506.235620 = -146774.010748
  nChanged 9
		SP:Iteration 8Q (261.590000 sec): 3 clusters
  Score: Raw -150291.257718 + Penalty 3506.235620 = -146785.022099
  nChanged 6
		SP:Iteration 9Q (261.590000 sec): 3 clusters
  Score: Raw -150298.997228 + Penalty 3506.235620 = -146792.761608
  nChanged 6
		SP:Iteration 10Q (261.600000 sec): 3 clusters
  Score: Raw -150309.819104 + Penalty 3506.235620 = -146803.583484
  nChanged 4
		SP:Iteration 11Q (261.600000 sec): 3 clusters
  Score: Raw -150314.993081 + Penalty 3506.235620 = -146808.757461
  nChanged 1
		SP:Iteration 12Q (261.600000 sec): 3 clusters
  Score: Raw -150316.550840 + Penalty 3506.235620 = -146810.315221
  nChanged 1
		SP:Iteration 13Q (261.600000 sec): 3 clusters
  Score: Raw -150317.490984 + Penalty 3506.235620 = -146811.255364
  nChanged 0
		SP:Iteration 14F (261.610000 sec): 3 clusters
  Score: Raw -150317.490984 + Penalty 3506.235620 = -146811.255364
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 3.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (27417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (261.740000 sec): 2 clusters
  Score: Raw -3845299.844555 + Penalty 2534.291797 = -3842765.552758
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (261.850000 sec): 3 clusters
  Score: Raw -3828920.562216 + Penalty 5068.583595 = -3823851.978621
  nChanged 12366
		SP:Iteration 1F (261.970000 sec): 3 clusters
  Score: Raw -3836492.584360 + Penalty 5068.583595 = -3831424.000765
  nChanged 2340
		SP:Iteration 2F (262.070000 sec): 3 clusters
  Score: Raw -3839699.795361 + Penalty 5068.583595 = -3834631.211767
  nChanged 3268
		SP:Iteration 3F (262.180000 sec): 3 clusters
  Score: Raw -3844963.203423 + Penalty 5068.583595 = -3839894.619828
  nChanged 3281
		SP:Iteration 4F (262.290000 sec): 3 clusters
  Score: Raw -3849438.264692 + Penalty 5068.583595 = -3844369.681097
  nChanged 2300
		SP:Iteration 5F (262.400000 sec): 3 clusters
  Score: Raw -3851617.132803 + Penalty 5068.583595 = -3846548.549208
  nChanged 1437
		SP:Iteration 6F (262.500000 sec): 3 clusters
  Score: Raw -3852813.330307 + Penalty 5068.583595 = -3847744.746712
  nChanged 1036
		SP:Iteration 7Q (262.610000 sec): 3 clusters
  Score: Raw -3853641.835507 + Penalty 5068.583595 = -3848573.251913
  nChanged 838
		SP:Iteration 8Q (262.700000 sec): 3 clusters
  Score: Raw -3854259.691183 + Penalty 5068.583595 = -3849191.107588
  nChanged 742
		SP:Iteration 9Q (262.800000 sec): 3 clusters
  Score: Raw -3854803.070644 + Penalty 5068.583595 = -3849734.487049
  nChanged 695
		SP:Iteration 10Q (262.900000 sec): 3 clusters
  Score: Raw -3855305.123194 + Penalty 5068.583595 = -3850236.539599
  nChanged 585
		SP:Iteration 11Q (262.990000 sec): 3 clusters
  Score: Raw -3855669.839340 + Penalty 5068.583595 = -3850601.255745
  nChanged 488
		SP:Iteration 12Q (263.090000 sec): 3 clusters
  Score: Raw -3855896.638323 + Penalty 5068.583595 = -3850828.054729
  nChanged 353
		SP:Iteration 13Q (263.180000 sec): 3 clusters
  Score: Raw -3856019.663145 + Penalty 5068.583595 = -3850951.079550
  nChanged 239
		SP:Iteration 14Q (263.270000 sec): 3 clusters
  Score: Raw -3856081.063700 + Penalty 5068.583595 = -3851012.480105
  nChanged 192
		SP:Iteration 15Q (263.370000 sec): 3 clusters
  Score: Raw -3856122.921033 + Penalty 5068.583595 = -3851054.337439
  nChanged 141
		SP:Iteration 16Q (263.460000 sec): 3 clusters
  Score: Raw -3856150.142102 + Penalty 5068.583595 = -3851081.558507
  nChanged 103
		SP:Iteration 17Q (263.550000 sec): 3 clusters
  Score: Raw -3856166.948326 + Penalty 5068.583595 = -3851098.364731
  nChanged 82
		SP:Iteration 18Q (263.640000 sec): 3 clusters
  Score: Raw -3856178.803865 + Penalty 5068.583595 = -3851110.220270
  nChanged 64
		SP:Iteration 19Q (263.730000 sec): 3 clusters
  Score: Raw -3856188.755617 + Penalty 5068.583595 = -3851120.172022
  nChanged 65
		SP:Iteration 20F (263.840000 sec): 3 clusters
  Score: Raw -3856199.365928 + Penalty 5068.583595 = -3851130.782333
  nChanged 55
		SP:Iteration 21Q (263.930000 sec): 3 clusters
  Score: Raw -3856206.858044 + Penalty 5068.583595 = -3851138.274449
  nChanged 38
		SP:Iteration 22Q (264.020000 sec): 3 clusters
  Score: Raw -3856212.967063 + Penalty 5068.583595 = -3851144.383468
  nChanged 33
		SP:Iteration 23Q (264.110000 sec): 3 clusters
  Score: Raw -3856216.949466 + Penalty 5068.583595 = -3851148.365871
  nChanged 23
		SP:Iteration 24Q (264.200000 sec): 3 clusters
  Score: Raw -3856219.151384 + Penalty 5068.583595 = -3851150.567789
  nChanged 17
		SP:Iteration 25Q (264.290000 sec): 3 clusters
  Score: Raw -3856220.971571 + Penalty 5068.583595 = -3851152.387976
  nChanged 20
		SP:Iteration 26Q (264.390000 sec): 3 clusters
  Score: Raw -3856222.723868 + Penalty 5068.583595 = -3851154.140273
  nChanged 21
		SP:Iteration 27Q (264.480000 sec): 3 clusters
  Score: Raw -3856225.946794 + Penalty 5068.583595 = -3851157.363199
  nChanged 23
		SP:Iteration 28Q (264.570000 sec): 3 clusters
  Score: Raw -3856229.113197 + Penalty 5068.583595 = -3851160.529603
  nChanged 18
		SP:Iteration 29Q (264.660000 sec): 3 clusters
  Score: Raw -3856230.797596 + Penalty 5068.583595 = -3851162.214001
  nChanged 13
		SP:Iteration 30Q (264.750000 sec): 3 clusters
  Score: Raw -3856231.721755 + Penalty 5068.583595 = -3851163.138160
  nChanged 5
		SP:Iteration 31Q (264.850000 sec): 3 clusters
  Score: Raw -3856232.152851 + Penalty 5068.583595 = -3851163.569256
  nChanged 11
		SP:Iteration 32Q (264.940000 sec): 3 clusters
  Score: Raw -3856233.243793 + Penalty 5068.583595 = -3851164.660198
  nChanged 10
		SP:Iteration 33Q (265.030000 sec): 3 clusters
  Score: Raw -3856234.242750 + Penalty 5068.583595 = -3851165.659155
  nChanged 12
		SP:Iteration 34Q (265.120000 sec): 3 clusters
  Score: Raw -3856235.352724 + Penalty 5068.583595 = -3851166.769129
  nChanged 11
		SP:Iteration 35Q (265.210000 sec): 3 clusters
  Score: Raw -3856236.432338 + Penalty 5068.583595 = -3851167.848743
  nChanged 13
		SP:Iteration 36Q (265.310000 sec): 3 clusters
  Score: Raw -3856238.082268 + Penalty 5068.583595 = -3851169.498673
  nChanged 12
		SP:Iteration 37Q (265.400000 sec): 3 clusters
  Score: Raw -3856239.114469 + Penalty 5068.583595 = -3851170.530874
  nChanged 7
		SP:Iteration 38Q (265.490000 sec): 3 clusters
  Score: Raw -3856239.846815 + Penalty 5068.583595 = -3851171.263220
  nChanged 10
		SP:Iteration 39Q (265.590000 sec): 3 clusters
  Score: Raw -3856240.599127 + Penalty 5068.583595 = -3851172.015532
  nChanged 6
		SP:Iteration 40F (265.690000 sec): 3 clusters
  Score: Raw -3856241.221658 + Penalty 5068.583595 = -3851172.638064
  nChanged 10
		SP:Iteration 41Q (265.780000 sec): 3 clusters
  Score: Raw -3856242.095583 + Penalty 5068.583595 = -3851173.511988
  nChanged 8
		SP:Iteration 42Q (265.870000 sec): 3 clusters
  Score: Raw -3856242.612555 + Penalty 5068.583595 = -3851174.028960
  nChanged 6
		SP:Iteration 43Q (265.970000 sec): 3 clusters
  Score: Raw -3856242.965031 + Penalty 5068.583595 = -3851174.381436
  nChanged 1
		SP:Iteration 44Q (266.060000 sec): 3 clusters
  Score: Raw -3856243.045234 + Penalty 5068.583595 = -3851174.461639
  nChanged 1
		SP:Iteration 45Q (266.150000 sec): 3 clusters
  Score: Raw -3856243.096727 + Penalty 5068.583595 = -3851174.513133
  nChanged 1
		SP:Iteration 46Q (266.230000 sec): 3 clusters
  Score: Raw -3856243.155495 + Penalty 5068.583595 = -3851174.571900
  nChanged 0
		SP:Iteration 47F (266.330000 sec): 3 clusters
  Score: Raw -3856243.155495 + Penalty 5068.583595 = -3851174.571900
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 6.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (57693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (266.660000 sec): 2 clusters
  Score: Raw -8726390.859667 + Penalty 2718.797000 = -8723672.062668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (266.880000 sec): 3 clusters
  Score: Raw -8690262.095045 + Penalty 5437.593999 = -8684824.501045
  nChanged 26859
		SP:Iteration 1F (267.090000 sec): 3 clusters
  Score: Raw -8705388.432632 + Penalty 5437.593999 = -8699950.838632
  nChanged 2299
		SP:Iteration 2Q (267.320000 sec): 3 clusters
  Score: Raw -8706087.093495 + Penalty 5437.593999 = -8700649.499496
  nChanged 2231
		SP:Iteration 3Q (267.540000 sec): 3 clusters
  Score: Raw -8706859.245373 + Penalty 5437.593999 = -8701421.651373
  nChanged 2303
		SP:Iteration 4Q (267.760000 sec): 3 clusters
  Score: Raw -8707784.469718 + Penalty 5437.593999 = -8702346.875718
  nChanged 2409
		SP:Iteration 5Q (267.980000 sec): 3 clusters
  Score: Raw -8708892.660917 + Penalty 5437.593999 = -8703455.066918
  nChanged 2579
		SP:Iteration 6Q (268.200000 sec): 3 clusters
  Score: Raw -8710169.173229 + Penalty 5437.593999 = -8704731.579230
  nChanged 2706
		SP:Iteration 7Q (268.420000 sec): 3 clusters
  Score: Raw -8711672.314359 + Penalty 5437.593999 = -8706234.720359
  nChanged 2820
		SP:Iteration 8Q (268.640000 sec): 3 clusters
  Score: Raw -8713360.431500 + Penalty 5437.593999 = -8707922.837501
  nChanged 2768
		SP:Iteration 9Q (268.860000 sec): 3 clusters
  Score: Raw -8715114.794609 + Penalty 5437.593999 = -8709677.200610
  nChanged 2704
		SP:Iteration 10Q (269.070000 sec): 3 clusters
  Score: Raw -8716915.261572 + Penalty 5437.593999 = -8711477.667572
  nChanged 2517
		SP:Iteration 11Q (269.280000 sec): 3 clusters
  Score: Raw -8718582.164297 + Penalty 5437.593999 = -8713144.570298
  nChanged 2098
		SP:Iteration 12Q (269.480000 sec): 3 clusters
  Score: Raw -8719842.865523 + Penalty 5437.593999 = -8714405.271524
  nChanged 1775
		SP:Iteration 13Q (269.680000 sec): 3 clusters
  Score: Raw -8720903.698808 + Penalty 5437.593999 = -8715466.104809
  nChanged 1564
		SP:Iteration 14Q (269.870000 sec): 3 clusters
  Score: Raw -8721805.715203 + Penalty 5437.593999 = -8716368.121203
  nChanged 1357
		SP:Iteration 15Q (270.050000 sec): 3 clusters
  Score: Raw -8722574.637340 + Penalty 5437.593999 = -8717137.043341
  nChanged 1154
		SP:Iteration 16Q (270.240000 sec): 3 clusters
  Score: Raw -8723220.378215 + Penalty 5437.593999 = -8717782.784216
  nChanged 1029
		SP:Iteration 17Q (270.410000 sec): 3 clusters
  Score: Raw -8723801.929869 + Penalty 5437.593999 = -8718364.335870
  nChanged 940
		SP:Iteration 18Q (270.590000 sec): 3 clusters
  Score: Raw -8724343.486748 + Penalty 5437.593999 = -8718905.892749
  nChanged 832
		SP:Iteration 19Q (270.760000 sec): 3 clusters
  Score: Raw -8724832.068343 + Penalty 5437.593999 = -8719394.474343
  nChanged 703
		SP:Iteration 20F (270.970000 sec): 3 clusters
  Score: Raw -8725239.206617 + Penalty 5437.593999 = -8719801.612617
  nChanged 592
		SP:Iteration 21Q (271.140000 sec): 3 clusters
  Score: Raw -8725591.658889 + Penalty 5437.593999 = -8720154.064890
  nChanged 502
		SP:Iteration 22Q (271.300000 sec): 3 clusters
  Score: Raw -8725888.659816 + Penalty 5437.593999 = -8720451.065817
  nChanged 383
		SP:Iteration 23Q (271.460000 sec): 3 clusters
  Score: Raw -8726116.927447 + Penalty 5437.593999 = -8720679.333448
  nChanged 344
		SP:Iteration 24Q (271.620000 sec): 3 clusters
  Score: Raw -8726323.902024 + Penalty 5437.593999 = -8720886.308024
  nChanged 251
		SP:Iteration 25Q (271.780000 sec): 3 clusters
  Score: Raw -8726473.589682 + Penalty 5437.593999 = -8721035.995683
  nChanged 164
		SP:Iteration 26Q (271.940000 sec): 3 clusters
  Score: Raw -8726568.422022 + Penalty 5437.593999 = -8721130.828023
  nChanged 126
		SP:Iteration 27Q (272.100000 sec): 3 clusters
  Score: Raw -8726639.053666 + Penalty 5437.593999 = -8721201.459666
  nChanged 86
		SP:Iteration 28Q (272.250000 sec): 3 clusters
  Score: Raw -8726682.039010 + Penalty 5437.593999 = -8721244.445011
  nChanged 53
		SP:Iteration 29Q (272.400000 sec): 3 clusters
  Score: Raw -8726705.467080 + Penalty 5437.593999 = -8721267.873080
  nChanged 40
		SP:Iteration 30Q (272.560000 sec): 3 clusters
  Score: Raw -8726725.442312 + Penalty 5437.593999 = -8721287.848312
  nChanged 40
		SP:Iteration 31Q (272.710000 sec): 3 clusters
  Score: Raw -8726744.842952 + Penalty 5437.593999 = -8721307.248952
  nChanged 38
		SP:Iteration 32Q (272.860000 sec): 3 clusters
  Score: Raw -8726763.293886 + Penalty 5437.593999 = -8721325.699887
  nChanged 28
		SP:Iteration 33Q (273.010000 sec): 3 clusters
  Score: Raw -8726777.840756 + Penalty 5437.593999 = -8721340.246757
  nChanged 27
		SP:Iteration 34Q (273.160000 sec): 3 clusters
  Score: Raw -8726792.242446 + Penalty 5437.593999 = -8721354.648446
  nChanged 24
		SP:Iteration 35Q (273.320000 sec): 3 clusters
  Score: Raw -8726808.432375 + Penalty 5437.593999 = -8721370.838375
  nChanged 21
		SP:Iteration 36Q (273.470000 sec): 3 clusters
  Score: Raw -8726819.880323 + Penalty 5437.593999 = -8721382.286324
  nChanged 17
		SP:Iteration 37Q (273.620000 sec): 3 clusters
  Score: Raw -8726831.358797 + Penalty 5437.593999 = -8721393.764798
  nChanged 24
		SP:Iteration 38Q (273.780000 sec): 3 clusters
  Score: Raw -8726847.061364 + Penalty 5437.593999 = -8721409.467365
  nChanged 17
		SP:Iteration 39Q (273.930000 sec): 3 clusters
  Score: Raw -8726855.316072 + Penalty 5437.593999 = -8721417.722073
  nChanged 14
		SP:Iteration 40F (274.140000 sec): 3 clusters
  Score: Raw -8726864.204261 + Penalty 5437.593999 = -8721426.610262
  nChanged 16
		SP:Iteration 41Q (274.300000 sec): 3 clusters
  Score: Raw -8726873.704437 + Penalty 5437.593999 = -8721436.110437
  nChanged 14
		SP:Iteration 42Q (274.450000 sec): 3 clusters
  Score: Raw -8726880.504103 + Penalty 5437.593999 = -8721442.910103
  nChanged 9
		SP:Iteration 43Q (274.600000 sec): 3 clusters
  Score: Raw -8726885.297574 + Penalty 5437.593999 = -8721447.703574
  nChanged 9
		SP:Iteration 44Q (274.750000 sec): 3 clusters
  Score: Raw -8726889.154929 + Penalty 5437.593999 = -8721451.560929
  nChanged 5
		SP:Iteration 45Q (274.900000 sec): 3 clusters
  Score: Raw -8726891.016796 + Penalty 5437.593999 = -8721453.422797
  nChanged 2
		SP:Iteration 46Q (275.050000 sec): 3 clusters
  Score: Raw -8726892.299562 + Penalty 5437.593999 = -8721454.705563
  nChanged 2
		SP:Iteration 47Q (275.200000 sec): 3 clusters
  Score: Raw -8726893.130306 + Penalty 5437.593999 = -8721455.536306
  nChanged 3
		SP:Iteration 48Q (275.360000 sec): 3 clusters
  Score: Raw -8726893.970731 + Penalty 5437.593999 = -8721456.376732
  nChanged 0
		SP:Iteration 49F (275.570000 sec): 3 clusters
  Score: Raw -8726893.970731 + Penalty 5437.593999 = -8721456.376732
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (2000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (275.610000 sec): 2 clusters
  Score: Raw -227012.487826 + Penalty 1885.023810 = -225127.464016
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (275.620000 sec): 3 clusters
  Score: Raw -226891.733496 + Penalty 3770.047620 = -223121.685876
  nChanged 757
		SP:Iteration 1F (275.620000 sec): 3 clusters
  Score: Raw -230930.336701 + Penalty 3770.047620 = -227160.289081
  nChanged 380
		SP:Iteration 2F (275.630000 sec): 3 clusters
  Score: Raw -233673.861067 + Penalty 3770.047620 = -229903.813447
  nChanged 215
		SP:Iteration 3F (275.640000 sec): 3 clusters
  Score: Raw -235542.999359 + Penalty 3770.047620 = -231772.951739
  nChanged 68
		SP:Iteration 4Q (275.640000 sec): 3 clusters
  Score: Raw -236098.522500 + Penalty 3770.047620 = -232328.474880
  nChanged 27
		SP:Iteration 5Q (275.650000 sec): 3 clusters
  Score: Raw -236232.483146 + Penalty 3770.047620 = -232462.435526
  nChanged 20
		SP:Iteration 6Q (275.650000 sec): 3 clusters
  Score: Raw -236374.709041 + Penalty 3770.047620 = -232604.661421
  nChanged 21
		SP:Iteration 7Q (275.660000 sec): 3 clusters
  Score: Raw -236459.018833 + Penalty 3770.047620 = -232688.971213
  nChanged 16
		SP:Iteration 8Q (275.660000 sec): 3 clusters
  Score: Raw -236490.031962 + Penalty 3770.047620 = -232719.984342
  nChanged 13
		SP:Iteration 9Q (275.670000 sec): 3 clusters
  Score: Raw -236518.001937 + Penalty 3770.047620 = -232747.954317
  nChanged 13
		SP:Iteration 10Q (275.680000 sec): 3 clusters
  Score: Raw -236543.422457 + Penalty 3770.047620 = -232773.374837
  nChanged 5
		SP:Iteration 11Q (275.680000 sec): 3 clusters
  Score: Raw -236548.951854 + Penalty 3770.047620 = -232778.904234
  nChanged 6
		SP:Iteration 12Q (275.680000 sec): 3 clusters
  Score: Raw -236554.225326 + Penalty 3770.047620 = -232784.177706
  nChanged 5
		SP:Iteration 13Q (275.690000 sec): 3 clusters
  Score: Raw -236557.519428 + Penalty 3770.047620 = -232787.471809
  nChanged 4
		SP:Iteration 14Q (275.700000 sec): 3 clusters
  Score: Raw -236560.909400 + Penalty 3770.047620 = -232790.861780
  nChanged 4
		SP:Iteration 15Q (275.700000 sec): 3 clusters
  Score: Raw -236564.892387 + Penalty 3770.047620 = -232794.844767
  nChanged 3
		SP:Iteration 16Q (275.710000 sec): 3 clusters
  Score: Raw -236566.883158 + Penalty 3770.047620 = -232796.835539
  nChanged 2
		SP:Iteration 17Q (275.710000 sec): 3 clusters
  Score: Raw -236568.311229 + Penalty 3770.047620 = -232798.263609
  nChanged 4
		SP:Iteration 18Q (275.720000 sec): 3 clusters
  Score: Raw -236570.464408 + Penalty 3770.047620 = -232800.416788
  nChanged 2
		SP:Iteration 19Q (275.720000 sec): 3 clusters
  Score: Raw -236572.203064 + Penalty 3770.047620 = -232802.155444
  nChanged 3
		SP:Iteration 20F (275.730000 sec): 3 clusters
  Score: Raw -236595.687975 + Penalty 3770.047620 = -232825.640355
  nChanged 7
		SP:Iteration 21Q (275.740000 sec): 3 clusters
  Score: Raw -236630.728653 + Penalty 3770.047620 = -232860.681033
  nChanged 3
		SP:Iteration 22Q (275.740000 sec): 3 clusters
  Score: Raw -236632.957690 + Penalty 3770.047620 = -232862.910071
  nChanged 2
		SP:Iteration 23Q (275.750000 sec): 3 clusters
  Score: Raw -236634.594560 + Penalty 3770.047620 = -232864.546940
  nChanged 2
		SP:Iteration 24Q (275.750000 sec): 3 clusters
  Score: Raw -236635.634374 + Penalty 3770.047620 = -232865.586754
  nChanged 2
		SP:Iteration 25Q (275.760000 sec): 3 clusters
  Score: Raw -236636.962539 + Penalty 3770.047620 = -232866.914919
  nChanged 3
		SP:Iteration 26Q (275.760000 sec): 3 clusters
  Score: Raw -236639.211665 + Penalty 3770.047620 = -232869.164045
  nChanged 1
		SP:Iteration 27Q (275.770000 sec): 3 clusters
  Score: Raw -236639.699630 + Penalty 3770.047620 = -232869.652010
  nChanged 0
		SP:Iteration 28F (275.780000 sec): 3 clusters
  Score: Raw -236639.699630 + Penalty 3770.047620 = -232869.652010
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 11.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (184344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (276.600000 sec): 2 clusters
  Score: Raw -27315899.172737 + Penalty 3006.890596 = -27312892.282141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (277.300000 sec): 3 clusters
  Score: Raw -27195186.273755 + Penalty 6013.781193 = -27189172.492562
  nChanged 88478
		SP:Iteration 1F (277.990000 sec): 3 clusters
  Score: Raw -27247178.927779 + Penalty 6013.781193 = -27241165.146586
  nChanged 6499
		SP:Iteration 2Q (278.690000 sec): 3 clusters
  Score: Raw -27249048.552343 + Penalty 6013.781193 = -27243034.771151
  nChanged 7849
		SP:Iteration 3Q (279.400000 sec): 3 clusters
  Score: Raw -27252144.584432 + Penalty 6013.781193 = -27246130.803239
  nChanged 10064
		SP:Iteration 4F (280.090000 sec): 3 clusters
  Score: Raw -27257436.632666 + Penalty 6013.781193 = -27251422.851473
  nChanged 12867
		SP:Iteration 5F (280.780000 sec): 3 clusters
  Score: Raw -27265942.739440 + Penalty 6013.781193 = -27259928.958247
  nChanged 14577
		SP:Iteration 6F (281.470000 sec): 3 clusters
  Score: Raw -27277176.301532 + Penalty 6013.781193 = -27271162.520339
  nChanged 13699
		SP:Iteration 7F (282.160000 sec): 3 clusters
  Score: Raw -27288388.519240 + Penalty 6013.781193 = -27282374.738048
  nChanged 10689
		SP:Iteration 8F (282.850000 sec): 3 clusters
  Score: Raw -27297677.446368 + Penalty 6013.781193 = -27291663.665176
  nChanged 7192
		SP:Iteration 9Q (283.530000 sec): 3 clusters
  Score: Raw -27304107.116809 + Penalty 6013.781193 = -27298093.335617
  nChanged 4691
		SP:Iteration 10Q (284.170000 sec): 3 clusters
  Score: Raw -27307609.990957 + Penalty 6013.781193 = -27301596.209764
  nChanged 3162
		SP:Iteration 11Q (284.780000 sec): 3 clusters
  Score: Raw -27309617.857352 + Penalty 6013.781193 = -27303604.076160
  nChanged 2435
		SP:Iteration 12Q (285.360000 sec): 3 clusters
  Score: Raw -27310947.917020 + Penalty 6013.781193 = -27304934.135827
  nChanged 2084
		SP:Iteration 13Q (285.930000 sec): 3 clusters
  Score: Raw -27311953.630550 + Penalty 6013.781193 = -27305939.849357
  nChanged 1793
		SP:Iteration 14Q (286.500000 sec): 3 clusters
  Score: Raw -27312777.636709 + Penalty 6013.781193 = -27306763.855517
  nChanged 1587
		SP:Iteration 15Q (287.050000 sec): 3 clusters
  Score: Raw -27313471.001035 + Penalty 6013.781193 = -27307457.219842
  nChanged 1376
		SP:Iteration 16Q (287.610000 sec): 3 clusters
  Score: Raw -27314011.593741 + Penalty 6013.781193 = -27307997.812548
  nChanged 1157
		SP:Iteration 17Q (288.150000 sec): 3 clusters
  Score: Raw -27314429.792279 + Penalty 6013.781193 = -27308416.011087
  nChanged 1036
		SP:Iteration 18Q (288.690000 sec): 3 clusters
  Score: Raw -27314767.089942 + Penalty 6013.781193 = -27308753.308750
  nChanged 920
		SP:Iteration 19Q (289.230000 sec): 3 clusters
  Score: Raw -27315038.051181 + Penalty 6013.781193 = -27309024.269989
  nChanged 830
		SP:Iteration 20F (289.910000 sec): 3 clusters
  Score: Raw -27315268.797716 + Penalty 6013.781193 = -27309255.016523
  nChanged 764
		SP:Iteration 21Q (290.440000 sec): 3 clusters
  Score: Raw -27315476.310493 + Penalty 6013.781193 = -27309462.529300
  nChanged 669
		SP:Iteration 22Q (290.970000 sec): 3 clusters
  Score: Raw -27315637.955668 + Penalty 6013.781193 = -27309624.174475
  nChanged 551
		SP:Iteration 23Q (291.490000 sec): 3 clusters
  Score: Raw -27315751.828173 + Penalty 6013.781193 = -27309738.046980
  nChanged 480
		SP:Iteration 24Q (292.010000 sec): 3 clusters
  Score: Raw -27315841.524160 + Penalty 6013.781193 = -27309827.742967
  nChanged 417
		SP:Iteration 25Q (292.530000 sec): 3 clusters
  Score: Raw -27315917.737456 + Penalty 6013.781193 = -27309903.956263
  nChanged 420
		SP:Iteration 26Q (293.040000 sec): 3 clusters
  Score: Raw -27315994.440194 + Penalty 6013.781193 = -27309980.659001
  nChanged 364
		SP:Iteration 27Q (293.560000 sec): 3 clusters
  Score: Raw -27316058.140860 + Penalty 6013.781193 = -27310044.359667
  nChanged 360
		SP:Iteration 28Q (294.080000 sec): 3 clusters
  Score: Raw -27316118.703324 + Penalty 6013.781193 = -27310104.922132
  nChanged 320
		SP:Iteration 29Q (294.590000 sec): 3 clusters
  Score: Raw -27316168.217321 + Penalty 6013.781193 = -27310154.436129
  nChanged 279
		SP:Iteration 30Q (295.110000 sec): 3 clusters
  Score: Raw -27316210.081213 + Penalty 6013.781193 = -27310196.300021
  nChanged 283
		SP:Iteration 31Q (295.710000 sec): 3 clusters
  Score: Raw -27316255.613976 + Penalty 6013.781193 = -27310241.832783
  nChanged 281
		SP:Iteration 32Q (296.290000 sec): 3 clusters
  Score: Raw -27316301.862560 + Penalty 6013.781193 = -27310288.081367
  nChanged 290
		SP:Iteration 33Q (296.850000 sec): 3 clusters
  Score: Raw -27316351.381272 + Penalty 6013.781193 = -27310337.600079
  nChanged 264
		SP:Iteration 34Q (297.380000 sec): 3 clusters
  Score: Raw -27316394.878595 + Penalty 6013.781193 = -27310381.097403
  nChanged 236
		SP:Iteration 35Q (297.910000 sec): 3 clusters
  Score: Raw -27316427.744022 + Penalty 6013.781193 = -27310413.962829
  nChanged 205
		SP:Iteration 36Q (298.450000 sec): 3 clusters
  Score: Raw -27316455.223473 + Penalty 6013.781193 = -27310441.442280
  nChanged 193
		SP:Iteration 37Q (298.980000 sec): 3 clusters
  Score: Raw -27316482.898046 + Penalty 6013.781193 = -27310469.116854
  nChanged 198
		SP:Iteration 38Q (299.510000 sec): 3 clusters
  Score: Raw -27316511.475362 + Penalty 6013.781193 = -27310497.694169
  nChanged 186
		SP:Iteration 39Q (300.030000 sec): 3 clusters
  Score: Raw -27316541.231465 + Penalty 6013.781193 = -27310527.450272
  nChanged 189
		SP:Iteration 40F (300.730000 sec): 3 clusters
  Score: Raw -27316570.128953 + Penalty 6013.781193 = -27310556.347760
  nChanged 151
		SP:Iteration 41Q (301.250000 sec): 3 clusters
  Score: Raw -27316590.953282 + Penalty 6013.781193 = -27310577.172089
  nChanged 138
		SP:Iteration 42Q (301.790000 sec): 3 clusters
  Score: Raw -27316608.602782 + Penalty 6013.781193 = -27310594.821589
  nChanged 113
		SP:Iteration 43Q (302.310000 sec): 3 clusters
  Score: Raw -27316622.586883 + Penalty 6013.781193 = -27310608.805690
  nChanged 112
		SP:Iteration 44Q (302.840000 sec): 3 clusters
  Score: Raw -27316635.662312 + Penalty 6013.781193 = -27310621.881119
  nChanged 98
		SP:Iteration 45Q (303.360000 sec): 3 clusters
  Score: Raw -27316645.565172 + Penalty 6013.781193 = -27310631.783979
  nChanged 86
		SP:Iteration 46Q (303.890000 sec): 3 clusters
  Score: Raw -27316654.989541 + Penalty 6013.781193 = -27310641.208348
  nChanged 75
		SP:Iteration 47Q (304.410000 sec): 3 clusters
  Score: Raw -27316663.312861 + Penalty 6013.781193 = -27310649.531668
  nChanged 68
		SP:Iteration 48Q (304.940000 sec): 3 clusters
  Score: Raw -27316670.365014 + Penalty 6013.781193 = -27310656.583821
  nChanged 70
		SP:Iteration 49Q (305.460000 sec): 3 clusters
  Score: Raw -27316677.590460 + Penalty 6013.781193 = -27310663.809267
  nChanged 63
		SP:Iteration 50Q (305.990000 sec): 3 clusters
  Score: Raw -27316682.421749 + Penalty 6013.781193 = -27310668.640557
  nChanged 48
		SP:Iteration 51Q (306.520000 sec): 3 clusters
  Score: Raw -27316685.913073 + Penalty 6013.781193 = -27310672.131880
  nChanged 48
		SP:Iteration 52Q (307.050000 sec): 3 clusters
  Score: Raw -27316689.005145 + Penalty 6013.781193 = -27310675.223952
  nChanged 42
		SP:Iteration 53Q (307.570000 sec): 3 clusters
  Score: Raw -27316691.598672 + Penalty 6013.781193 = -27310677.817480
  nChanged 29
		SP:Iteration 54Q (308.090000 sec): 3 clusters
  Score: Raw -27316693.341737 + Penalty 6013.781193 = -27310679.560544
  nChanged 29
		SP:Iteration 55Q (308.620000 sec): 3 clusters
  Score: Raw -27316695.012883 + Penalty 6013.781193 = -27310681.231690
  nChanged 16
		SP:Iteration 56Q (309.140000 sec): 3 clusters
  Score: Raw -27316695.970031 + Penalty 6013.781193 = -27310682.188839
  nChanged 20
		SP:Iteration 57Q (309.660000 sec): 3 clusters
  Score: Raw -27316697.322223 + Penalty 6013.781193 = -27310683.541030
  nChanged 24
		SP:Iteration 58Q (310.190000 sec): 3 clusters
  Score: Raw -27316698.682551 + Penalty 6013.781193 = -27310684.901359
  nChanged 17
		SP:Iteration 59Q (310.710000 sec): 3 clusters
  Score: Raw -27316699.871890 + Penalty 6013.781193 = -27310686.090697
  nChanged 14
		SP:Iteration 60F (311.410000 sec): 3 clusters
  Score: Raw -27316700.553609 + Penalty 6013.781193 = -27310686.772416
  nChanged 16
		SP:Iteration 61Q (311.920000 sec): 3 clusters
  Score: Raw -27316701.264311 + Penalty 6013.781193 = -27310687.483118
  nChanged 12
		SP:Iteration 62Q (312.440000 sec): 3 clusters
  Score: Raw -27316701.864461 + Penalty 6013.781193 = -27310688.083269
  nChanged 13
		SP:Iteration 63Q (312.970000 sec): 3 clusters
  Score: Raw -27316702.508837 + Penalty 6013.781193 = -27310688.727644
  nChanged 14
		SP:Iteration 64Q (313.500000 sec): 3 clusters
  Score: Raw -27316703.253960 + Penalty 6013.781193 = -27310689.472767
  nChanged 13
		SP:Iteration 65Q (314.020000 sec): 3 clusters
  Score: Raw -27316704.140987 + Penalty 6013.781193 = -27310690.359794
  nChanged 16
		SP:Iteration 66Q (314.540000 sec): 3 clusters
  Score: Raw -27316705.057779 + Penalty 6013.781193 = -27310691.276587
  nChanged 11
		SP:Iteration 67Q (315.070000 sec): 3 clusters
  Score: Raw -27316705.661237 + Penalty 6013.781193 = -27310691.880045
  nChanged 15
		SP:Iteration 68Q (315.590000 sec): 3 clusters
  Score: Raw -27316706.704249 + Penalty 6013.781193 = -27310692.923056
  nChanged 16
		SP:Iteration 69Q (316.110000 sec): 3 clusters
  Score: Raw -27316707.747692 + Penalty 6013.781193 = -27310693.966499
  nChanged 13
		SP:Iteration 70Q (316.630000 sec): 3 clusters
  Score: Raw -27316708.398633 + Penalty 6013.781193 = -27310694.617440
  nChanged 14
		SP:Iteration 71Q (317.160000 sec): 3 clusters
  Score: Raw -27316709.162298 + Penalty 6013.781193 = -27310695.381106
  nChanged 14
		SP:Iteration 72Q (317.680000 sec): 3 clusters
  Score: Raw -27316709.928709 + Penalty 6013.781193 = -27310696.147516
  nChanged 13
		SP:Iteration 73Q (318.210000 sec): 3 clusters
  Score: Raw -27316710.891864 + Penalty 6013.781193 = -27310697.110672
  nChanged 16
		SP:Iteration 74Q (318.730000 sec): 3 clusters
  Score: Raw -27316712.130216 + Penalty 6013.781193 = -27310698.349023
  nChanged 19
		SP:Iteration 75Q (319.250000 sec): 3 clusters
  Score: Raw -27316713.291676 + Penalty 6013.781193 = -27310699.510483
  nChanged 26
		SP:Iteration 76Q (319.770000 sec): 3 clusters
  Score: Raw -27316715.015944 + Penalty 6013.781193 = -27310701.234751
  nChanged 21
		SP:Iteration 77Q (320.310000 sec): 3 clusters
  Score: Raw -27316716.431186 + Penalty 6013.781193 = -27310702.649993
  nChanged 25
		SP:Iteration 78Q (320.830000 sec): 3 clusters
  Score: Raw -27316718.215488 + Penalty 6013.781193 = -27310704.434295
  nChanged 18
		SP:Iteration 79Q (321.350000 sec): 3 clusters
  Score: Raw -27316719.883602 + Penalty 6013.781193 = -27310706.102409
  nChanged 27
		SP:Iteration 80F (322.060000 sec): 3 clusters
  Score: Raw -27316722.363688 + Penalty 6013.781193 = -27310708.582495
  nChanged 31
		SP:Iteration 81Q (322.580000 sec): 3 clusters
  Score: Raw -27316724.791879 + Penalty 6013.781193 = -27310711.010686
  nChanged 30
		SP:Iteration 82Q (323.110000 sec): 3 clusters
  Score: Raw -27316726.758644 + Penalty 6013.781193 = -27310712.977451
  nChanged 18
		SP:Iteration 83Q (323.630000 sec): 3 clusters
  Score: Raw -27316727.891501 + Penalty 6013.781193 = -27310714.110308
  nChanged 17
		SP:Iteration 84Q (324.150000 sec): 3 clusters
  Score: Raw -27316728.965671 + Penalty 6013.781193 = -27310715.184478
  nChanged 15
		SP:Iteration 85Q (324.670000 sec): 3 clusters
  Score: Raw -27316729.905523 + Penalty 6013.781193 = -27310716.124331
  nChanged 14
		SP:Iteration 86Q (325.210000 sec): 3 clusters
  Score: Raw -27316730.618587 + Penalty 6013.781193 = -27310716.837394
  nChanged 12
		SP:Iteration 87Q (325.740000 sec): 3 clusters
  Score: Raw -27316731.271616 + Penalty 6013.781193 = -27310717.490423
  nChanged 9
		SP:Iteration 88Q (326.260000 sec): 3 clusters
  Score: Raw -27316731.659878 + Penalty 6013.781193 = -27310717.878685
  nChanged 13
		SP:Iteration 89Q (326.800000 sec): 3 clusters
  Score: Raw -27316732.521563 + Penalty 6013.781193 = -27310718.740370
  nChanged 19
		SP:Iteration 90Q (327.320000 sec): 3 clusters
  Score: Raw -27316733.725729 + Penalty 6013.781193 = -27310719.944536
  nChanged 16
		SP:Iteration 91Q (327.850000 sec): 3 clusters
  Score: Raw -27316734.820712 + Penalty 6013.781193 = -27310721.039519
  nChanged 16
		SP:Iteration 92Q (328.370000 sec): 3 clusters
  Score: Raw -27316735.900387 + Penalty 6013.781193 = -27310722.119194
  nChanged 16
		SP:Iteration 93Q (328.890000 sec): 3 clusters
  Score: Raw -27316736.852485 + Penalty 6013.781193 = -27310723.071292
  nChanged 12
		SP:Iteration 94Q (329.410000 sec): 3 clusters
  Score: Raw -27316737.648717 + Penalty 6013.781193 = -27310723.867525
  nChanged 9
		SP:Iteration 95Q (329.940000 sec): 3 clusters
  Score: Raw -27316738.245420 + Penalty 6013.781193 = -27310724.464228
  nChanged 12
		SP:Iteration 96Q (330.490000 sec): 3 clusters
  Score: Raw -27316738.962621 + Penalty 6013.781193 = -27310725.181429
  nChanged 11
		SP:Iteration 97Q (331.050000 sec): 3 clusters
  Score: Raw -27316739.575364 + Penalty 6013.781193 = -27310725.794171
  nChanged 5
		SP:Iteration 98Q (331.610000 sec): 3 clusters
  Score: Raw -27316739.950784 + Penalty 6013.781193 = -27310726.169591
  nChanged 9
		SP:Iteration 99Q (332.170000 sec): 3 clusters
  Score: Raw -27316740.483095 + Penalty 6013.781193 = -27310726.701903
  nChanged 11
		SP:Iteration 100F (332.910000 sec): 3 clusters
  Score: Raw -27316741.247701 + Penalty 6013.781193 = -27310727.466508
  nChanged 6
		SP:Iteration 101Q (333.470000 sec): 3 clusters
  Score: Raw -27316741.480714 + Penalty 6013.781193 = -27310727.699521
  nChanged 4
		SP:Iteration 102Q (334.030000 sec): 3 clusters
  Score: Raw -27316741.680267 + Penalty 6013.781193 = -27310727.899074
  nChanged 5
		SP:Iteration 103Q (334.590000 sec): 3 clusters
  Score: Raw -27316741.897224 + Penalty 6013.781193 = -27310728.116031
  nChanged 2
		SP:Iteration 104Q (335.150000 sec): 3 clusters
  Score: Raw -27316742.007016 + Penalty 6013.781193 = -27310728.225823
  nChanged 4
		SP:Iteration 105Q (335.700000 sec): 3 clusters
  Score: Raw -27316742.279635 + Penalty 6013.781193 = -27310728.498442
  nChanged 7
		SP:Iteration 106Q (336.260000 sec): 3 clusters
  Score: Raw -27316742.683628 + Penalty 6013.781193 = -27310728.902435
  nChanged 2
		SP:Iteration 107Q (336.820000 sec): 3 clusters
  Score: Raw -27316742.797405 + Penalty 6013.781193 = -27310729.016213
  nChanged 3
		SP:Iteration 108Q (337.370000 sec): 3 clusters
  Score: Raw -27316742.950501 + Penalty 6013.781193 = -27310729.169308
  nChanged 4
		SP:Iteration 109Q (337.930000 sec): 3 clusters
  Score: Raw -27316743.130579 + Penalty 6013.781193 = -27310729.349386
  nChanged 1
		SP:Iteration 110Q (338.490000 sec): 3 clusters
  Score: Raw -27316743.166616 + Penalty 6013.781193 = -27310729.385423
  nChanged 1
		SP:Iteration 111Q (339.040000 sec): 3 clusters
  Score: Raw -27316743.208819 + Penalty 6013.781193 = -27310729.427626
  nChanged 2
		SP:Iteration 112Q (339.600000 sec): 3 clusters
  Score: Raw -27316743.363115 + Penalty 6013.781193 = -27310729.581922
  nChanged 4
		SP:Iteration 113Q (340.130000 sec): 3 clusters
  Score: Raw -27316743.553830 + Penalty 6013.781193 = -27310729.772637
  nChanged 2
		SP:Iteration 114Q (340.650000 sec): 3 clusters
  Score: Raw -27316743.659519 + Penalty 6013.781193 = -27310729.878327
  nChanged 3
		SP:Iteration 115Q (341.170000 sec): 3 clusters
  Score: Raw -27316743.898376 + Penalty 6013.781193 = -27310730.117183
  nChanged 7
		SP:Iteration 116Q (341.700000 sec): 3 clusters
  Score: Raw -27316744.441341 + Penalty 6013.781193 = -27310730.660148
  nChanged 6
		SP:Iteration 117Q (342.220000 sec): 3 clusters
  Score: Raw -27316744.967336 + Penalty 6013.781193 = -27310731.186143
  nChanged 14
		SP:Iteration 118Q (342.750000 sec): 3 clusters
  Score: Raw -27316745.927497 + Penalty 6013.781193 = -27310732.146304
  nChanged 9
		SP:Iteration 119Q (343.280000 sec): 3 clusters
  Score: Raw -27316746.596600 + Penalty 6013.781193 = -27310732.815408
  nChanged 13
		SP:Iteration 120F (344.010000 sec): 3 clusters
  Score: Raw -27316747.623442 + Penalty 6013.781193 = -27310733.842249
  nChanged 14
		SP:Iteration 121Q (344.530000 sec): 3 clusters
  Score: Raw -27316748.496629 + Penalty 6013.781193 = -27310734.715436
  nChanged 8
		SP:Iteration 122Q (345.050000 sec): 3 clusters
  Score: Raw -27316748.908899 + Penalty 6013.781193 = -27310735.127706
  nChanged 5
		SP:Iteration 123Q (345.570000 sec): 3 clusters
  Score: Raw -27316749.155764 + Penalty 6013.781193 = -27310735.374571
  nChanged 4
		SP:Iteration 124Q (346.090000 sec): 3 clusters
  Score: Raw -27316749.320213 + Penalty 6013.781193 = -27310735.539020
  nChanged 8
		SP:Iteration 125Q (346.620000 sec): 3 clusters
  Score: Raw -27316749.698625 + Penalty 6013.781193 = -27310735.917432
  nChanged 9
		SP:Iteration 126Q (347.140000 sec): 3 clusters
  Score: Raw -27316750.147078 + Penalty 6013.781193 = -27310736.365885
  nChanged 7
		SP:Iteration 127Q (347.670000 sec): 3 clusters
  Score: Raw -27316750.476325 + Penalty 6013.781193 = -27310736.695132
  nChanged 1
		SP:Iteration 128Q (348.200000 sec): 3 clusters
  Score: Raw -27316750.502724 + Penalty 6013.781193 = -27310736.721531
  nChanged 2
		SP:Iteration 129Q (348.720000 sec): 3 clusters
  Score: Raw -27316750.579385 + Penalty 6013.781193 = -27310736.798192
  nChanged 1
		SP:Iteration 130Q (349.250000 sec): 3 clusters
  Score: Raw -27316750.623228 + Penalty 6013.781193 = -27310736.842036
  nChanged 1
		SP:Iteration 131Q (349.790000 sec): 3 clusters
  Score: Raw -27316750.656801 + Penalty 6013.781193 = -27310736.875608
  nChanged 1
		SP:Iteration 132Q (350.300000 sec): 3 clusters
  Score: Raw -27316750.698878 + Penalty 6013.781193 = -27310736.917685
  nChanged 2
		SP:Iteration 133Q (350.820000 sec): 3 clusters
  Score: Raw -27316750.862655 + Penalty 6013.781193 = -27310737.081463
  nChanged 2
		SP:Iteration 134Q (351.330000 sec): 3 clusters
  Score: Raw -27316750.992397 + Penalty 6013.781193 = -27310737.211205
  nChanged 2
		SP:Iteration 135Q (351.850000 sec): 3 clusters
  Score: Raw -27316751.077292 + Penalty 6013.781193 = -27310737.296099
  nChanged 2
		SP:Iteration 136Q (352.360000 sec): 3 clusters
  Score: Raw -27316751.138690 + Penalty 6013.781193 = -27310737.357497
  nChanged 0
		SP:Iteration 137F (353.070000 sec): 3 clusters
  Score: Raw -27316751.138690 + Penalty 6013.781193 = -27310737.357497
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (25354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (353.230000 sec): 2 clusters
  Score: Raw -3627634.156681 + Penalty 2514.891563 = -3625119.265117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (353.320000 sec): 3 clusters
  Score: Raw -3612582.828668 + Penalty 5029.783127 = -3607553.045541
  nChanged 11309
		SP:Iteration 1F (353.420000 sec): 3 clusters
  Score: Raw -3618814.087089 + Penalty 5029.783127 = -3613784.303962
  nChanged 1277
		SP:Iteration 2F (353.510000 sec): 3 clusters
  Score: Raw -3619285.230688 + Penalty 5029.783127 = -3614255.447561
  nChanged 1185
		SP:Iteration 3Q (353.610000 sec): 3 clusters
  Score: Raw -3619753.086859 + Penalty 5029.783127 = -3614723.303732
  nChanged 1127
		SP:Iteration 4Q (353.710000 sec): 3 clusters
  Score: Raw -3620234.739669 + Penalty 5029.783127 = -3615204.956542
  nChanged 1169
		SP:Iteration 5Q (353.810000 sec): 3 clusters
  Score: Raw -3620800.716719 + Penalty 5029.783127 = -3615770.933593
  nChanged 1240
		SP:Iteration 6Q (353.910000 sec): 3 clusters
  Score: Raw -3621469.740212 + Penalty 5029.783127 = -3616439.957086
  nChanged 1316
		SP:Iteration 7F (354.010000 sec): 3 clusters
  Score: Raw -3622286.873143 + Penalty 5029.783127 = -3617257.090017
  nChanged 1357
		SP:Iteration 8F (354.100000 sec): 3 clusters
  Score: Raw -3623161.360427 + Penalty 5029.783127 = -3618131.577301
  nChanged 1331
		SP:Iteration 9F (354.190000 sec): 3 clusters
  Score: Raw -3624062.438805 + Penalty 5029.783127 = -3619032.655678
  nChanged 1235
		SP:Iteration 10Q (354.290000 sec): 3 clusters
  Score: Raw -3624872.530041 + Penalty 5029.783127 = -3619842.746915
  nChanged 993
		SP:Iteration 11Q (354.390000 sec): 3 clusters
  Score: Raw -3625447.475288 + Penalty 5029.783127 = -3620417.692161
  nChanged 803
		SP:Iteration 12Q (354.480000 sec): 3 clusters
  Score: Raw -3625829.584466 + Penalty 5029.783127 = -3620799.801339
  nChanged 600
		SP:Iteration 13Q (354.570000 sec): 3 clusters
  Score: Raw -3626085.785974 + Penalty 5029.783127 = -3621056.002847
  nChanged 449
		SP:Iteration 14Q (354.670000 sec): 3 clusters
  Score: Raw -3626262.409589 + Penalty 5029.783127 = -3621232.626462
  nChanged 353
		SP:Iteration 15Q (354.760000 sec): 3 clusters
  Score: Raw -3626389.597086 + Penalty 5029.783127 = -3621359.813960
  nChanged 322
		SP:Iteration 16Q (354.850000 sec): 3 clusters
  Score: Raw -3626495.999297 + Penalty 5029.783127 = -3621466.216171
  nChanged 292
		SP:Iteration 17Q (354.940000 sec): 3 clusters
  Score: Raw -3626599.728407 + Penalty 5029.783127 = -3621569.945280
  nChanged 247
		SP:Iteration 18Q (355.030000 sec): 3 clusters
  Score: Raw -3626676.007326 + Penalty 5029.783127 = -3621646.224200
  nChanged 216
		SP:Iteration 19Q (355.120000 sec): 3 clusters
  Score: Raw -3626737.336134 + Penalty 5029.783127 = -3621707.553007
  nChanged 212
		SP:Iteration 20F (355.210000 sec): 3 clusters
  Score: Raw -3626794.703999 + Penalty 5029.783127 = -3621764.920873
  nChanged 188
		SP:Iteration 21Q (355.300000 sec): 3 clusters
  Score: Raw -3626839.527705 + Penalty 5029.783127 = -3621809.744578
  nChanged 179
		SP:Iteration 22Q (355.390000 sec): 3 clusters
  Score: Raw -3626890.978748 + Penalty 5029.783127 = -3621861.195622
  nChanged 184
		SP:Iteration 23Q (355.470000 sec): 3 clusters
  Score: Raw -3626942.779330 + Penalty 5029.783127 = -3621912.996204
  nChanged 175
		SP:Iteration 24Q (355.560000 sec): 3 clusters
  Score: Raw -3626993.211837 + Penalty 5029.783127 = -3621963.428711
  nChanged 180
		SP:Iteration 25Q (355.650000 sec): 3 clusters
  Score: Raw -3627048.325301 + Penalty 5029.783127 = -3622018.542174
  nChanged 181
		SP:Iteration 26Q (355.740000 sec): 3 clusters
  Score: Raw -3627095.840998 + Penalty 5029.783127 = -3622066.057871
  nChanged 157
		SP:Iteration 27Q (355.820000 sec): 3 clusters
  Score: Raw -3627136.239055 + Penalty 5029.783127 = -3622106.455928
  nChanged 150
		SP:Iteration 28Q (355.910000 sec): 3 clusters
  Score: Raw -3627174.210723 + Penalty 5029.783127 = -3622144.427596
  nChanged 143
		SP:Iteration 29Q (355.990000 sec): 3 clusters
  Score: Raw -3627215.921914 + Penalty 5029.783127 = -3622186.138787
  nChanged 143
		SP:Iteration 30Q (356.080000 sec): 3 clusters
  Score: Raw -3627260.163613 + Penalty 5029.783127 = -3622230.380486
  nChanged 127
		SP:Iteration 31Q (356.160000 sec): 3 clusters
  Score: Raw -3627290.751766 + Penalty 5029.783127 = -3622260.968640
  nChanged 112
		SP:Iteration 32Q (356.240000 sec): 3 clusters
  Score: Raw -3627316.176899 + Penalty 5029.783127 = -3622286.393772
  nChanged 117
		SP:Iteration 33Q (356.320000 sec): 3 clusters
  Score: Raw -3627342.416434 + Penalty 5029.783127 = -3622312.633307
  nChanged 100
		SP:Iteration 34Q (356.410000 sec): 3 clusters
  Score: Raw -3627365.168578 + Penalty 5029.783127 = -3622335.385451
  nChanged 103
		SP:Iteration 35Q (356.490000 sec): 3 clusters
  Score: Raw -3627386.455494 + Penalty 5029.783127 = -3622356.672367
  nChanged 85
		SP:Iteration 36Q (356.570000 sec): 3 clusters
  Score: Raw -3627406.882957 + Penalty 5029.783127 = -3622377.099830
  nChanged 83
		SP:Iteration 37Q (356.640000 sec): 3 clusters
  Score: Raw -3627425.517337 + Penalty 5029.783127 = -3622395.734210
  nChanged 79
		SP:Iteration 38Q (356.720000 sec): 3 clusters
  Score: Raw -3627441.249399 + Penalty 5029.783127 = -3622411.466273
  nChanged 72
		SP:Iteration 39Q (356.800000 sec): 3 clusters
  Score: Raw -3627455.423358 + Penalty 5029.783127 = -3622425.640232
  nChanged 77
		SP:Iteration 40F (356.900000 sec): 3 clusters
  Score: Raw -3627472.298073 + Penalty 5029.783127 = -3622442.514946
  nChanged 70
		SP:Iteration 41Q (356.980000 sec): 3 clusters
  Score: Raw -3627485.848377 + Penalty 5029.783127 = -3622456.065251
  nChanged 66
		SP:Iteration 42Q (357.060000 sec): 3 clusters
  Score: Raw -3627498.824174 + Penalty 5029.783127 = -3622469.041048
  nChanged 61
		SP:Iteration 43Q (357.140000 sec): 3 clusters
  Score: Raw -3627511.816305 + Penalty 5029.783127 = -3622482.033178
  nChanged 81
		SP:Iteration 44Q (357.220000 sec): 3 clusters
  Score: Raw -3627529.838150 + Penalty 5029.783127 = -3622500.055023
  nChanged 72
		SP:Iteration 45Q (357.300000 sec): 3 clusters
  Score: Raw -3627548.211706 + Penalty 5029.783127 = -3622518.428580
  nChanged 76
		SP:Iteration 46Q (357.380000 sec): 3 clusters
  Score: Raw -3627566.170734 + Penalty 5029.783127 = -3622536.387607
  nChanged 70
		SP:Iteration 47Q (357.460000 sec): 3 clusters
  Score: Raw -3627582.151923 + Penalty 5029.783127 = -3622552.368796
  nChanged 64
		SP:Iteration 48Q (357.540000 sec): 3 clusters
  Score: Raw -3627597.512469 + Penalty 5029.783127 = -3622567.729342
  nChanged 72
		SP:Iteration 49Q (357.620000 sec): 3 clusters
  Score: Raw -3627614.363507 + Penalty 5029.783127 = -3622584.580381
  nChanged 66
		SP:Iteration 50Q (357.700000 sec): 3 clusters
  Score: Raw -3627627.003182 + Penalty 5029.783127 = -3622597.220055
  nChanged 54
		SP:Iteration 51Q (357.770000 sec): 3 clusters
  Score: Raw -3627636.890157 + Penalty 5029.783127 = -3622607.107030
  nChanged 41
		SP:Iteration 52Q (357.850000 sec): 3 clusters
  Score: Raw -3627644.522834 + Penalty 5029.783127 = -3622614.739708
  nChanged 40
		SP:Iteration 53Q (357.930000 sec): 3 clusters
  Score: Raw -3627650.832627 + Penalty 5029.783127 = -3622621.049501
  nChanged 30
		SP:Iteration 54Q (358.010000 sec): 3 clusters
  Score: Raw -3627655.981476 + Penalty 5029.783127 = -3622626.198350
  nChanged 41
		SP:Iteration 55Q (358.090000 sec): 3 clusters
  Score: Raw -3627664.918433 + Penalty 5029.783127 = -3622635.135306
  nChanged 43
		SP:Iteration 56Q (358.170000 sec): 3 clusters
  Score: Raw -3627675.131227 + Penalty 5029.783127 = -3622645.348101
  nChanged 54
		SP:Iteration 57Q (358.250000 sec): 3 clusters
  Score: Raw -3627686.142809 + Penalty 5029.783127 = -3622656.359682
  nChanged 45
		SP:Iteration 58Q (358.330000 sec): 3 clusters
  Score: Raw -3627695.773128 + Penalty 5029.783127 = -3622665.990002
  nChanged 52
		SP:Iteration 59Q (358.410000 sec): 3 clusters
  Score: Raw -3627706.166674 + Penalty 5029.783127 = -3622676.383547
  nChanged 48
		SP:Iteration 60F (358.500000 sec): 3 clusters
  Score: Raw -3627718.240163 + Penalty 5029.783127 = -3622688.457037
  nChanged 47
		SP:Iteration 61Q (358.580000 sec): 3 clusters
  Score: Raw -3627727.506662 + Penalty 5029.783127 = -3622697.723536
  nChanged 35
		SP:Iteration 62Q (358.660000 sec): 3 clusters
  Score: Raw -3627733.692551 + Penalty 5029.783127 = -3622703.909425
  nChanged 32
		SP:Iteration 63Q (358.730000 sec): 3 clusters
  Score: Raw -3627740.262450 + Penalty 5029.783127 = -3622710.479323
  nChanged 33
		SP:Iteration 64Q (358.810000 sec): 3 clusters
  Score: Raw -3627746.881296 + Penalty 5029.783127 = -3622717.098169
  nChanged 28
		SP:Iteration 65Q (358.890000 sec): 3 clusters
  Score: Raw -3627752.683170 + Penalty 5029.783127 = -3622722.900043
  nChanged 29
		SP:Iteration 66Q (358.960000 sec): 3 clusters
  Score: Raw -3627759.167342 + Penalty 5029.783127 = -3622729.384216
  nChanged 31
		SP:Iteration 67Q (359.040000 sec): 3 clusters
  Score: Raw -3627766.167122 + Penalty 5029.783127 = -3622736.383995
  nChanged 37
		SP:Iteration 68Q (359.120000 sec): 3 clusters
  Score: Raw -3627773.839044 + Penalty 5029.783127 = -3622744.055917
  nChanged 28
		SP:Iteration 69Q (359.200000 sec): 3 clusters
  Score: Raw -3627780.279635 + Penalty 5029.783127 = -3622750.496508
  nChanged 32
		SP:Iteration 70Q (359.280000 sec): 3 clusters
  Score: Raw -3627789.601289 + Penalty 5029.783127 = -3622759.818162
  nChanged 43
		SP:Iteration 71Q (359.350000 sec): 3 clusters
  Score: Raw -3627802.691408 + Penalty 5029.783127 = -3622772.908281
  nChanged 41
		SP:Iteration 72Q (359.430000 sec): 3 clusters
  Score: Raw -3627813.167977 + Penalty 5029.783127 = -3622783.384850
  nChanged 30
		SP:Iteration 73Q (359.500000 sec): 3 clusters
  Score: Raw -3627821.284820 + Penalty 5029.783127 = -3622791.501693
  nChanged 43
		SP:Iteration 74Q (359.580000 sec): 3 clusters
  Score: Raw -3627833.885604 + Penalty 5029.783127 = -3622804.102477
  nChanged 54
		SP:Iteration 75Q (359.660000 sec): 3 clusters
  Score: Raw -3627849.392605 + Penalty 5029.783127 = -3622819.609479
  nChanged 49
		SP:Iteration 76Q (359.730000 sec): 3 clusters
  Score: Raw -3627865.952717 + Penalty 5029.783127 = -3622836.169591
  nChanged 51
		SP:Iteration 77Q (359.810000 sec): 3 clusters
  Score: Raw -3627883.900035 + Penalty 5029.783127 = -3622854.116908
  nChanged 38
		SP:Iteration 78Q (359.890000 sec): 3 clusters
  Score: Raw -3627896.170674 + Penalty 5029.783127 = -3622866.387547
  nChanged 40
		SP:Iteration 79Q (359.960000 sec): 3 clusters
  Score: Raw -3627910.511458 + Penalty 5029.783127 = -3622880.728331
  nChanged 53
		SP:Iteration 80F (360.060000 sec): 3 clusters
  Score: Raw -3627927.954712 + Penalty 5029.783127 = -3622898.171585
  nChanged 58
		SP:Iteration 81Q (360.130000 sec): 3 clusters
  Score: Raw -3627945.876657 + Penalty 5029.783127 = -3622916.093530
  nChanged 47
		SP:Iteration 82Q (360.210000 sec): 3 clusters
  Score: Raw -3627962.007113 + Penalty 5029.783127 = -3622932.223986
  nChanged 47
		SP:Iteration 83Q (360.280000 sec): 3 clusters
  Score: Raw -3627977.018709 + Penalty 5029.783127 = -3622947.235583
  nChanged 55
		SP:Iteration 84Q (360.360000 sec): 3 clusters
  Score: Raw -3627994.162152 + Penalty 5029.783127 = -3622964.379025
  nChanged 48
		SP:Iteration 85Q (360.430000 sec): 3 clusters
  Score: Raw -3628009.750848 + Penalty 5029.783127 = -3622979.967721
  nChanged 42
		SP:Iteration 86Q (360.510000 sec): 3 clusters
  Score: Raw -3628024.411633 + Penalty 5029.783127 = -3622994.628506
  nChanged 42
		SP:Iteration 87Q (360.580000 sec): 3 clusters
  Score: Raw -3628037.508992 + Penalty 5029.783127 = -3623007.725866
  nChanged 37
		SP:Iteration 88Q (360.660000 sec): 3 clusters
  Score: Raw -3628047.500871 + Penalty 5029.783127 = -3623017.717744
  nChanged 33
		SP:Iteration 89Q (360.730000 sec): 3 clusters
  Score: Raw -3628057.898485 + Penalty 5029.783127 = -3623028.115358
  nChanged 34
		SP:Iteration 90Q (360.810000 sec): 3 clusters
  Score: Raw -3628065.289520 + Penalty 5029.783127 = -3623035.506393
  nChanged 24
		SP:Iteration 91Q (360.880000 sec): 3 clusters
  Score: Raw -3628072.861630 + Penalty 5029.783127 = -3623043.078504
  nChanged 32
		SP:Iteration 92Q (360.960000 sec): 3 clusters
  Score: Raw -3628084.976466 + Penalty 5029.783127 = -3623055.193339
  nChanged 28
		SP:Iteration 93Q (361.040000 sec): 3 clusters
  Score: Raw -3628094.718167 + Penalty 5029.783127 = -3623064.935041
  nChanged 33
		SP:Iteration 94Q (361.110000 sec): 3 clusters
  Score: Raw -3628107.166795 + Penalty 5029.783127 = -3623077.383668
  nChanged 35
		SP:Iteration 95Q (361.180000 sec): 3 clusters
  Score: Raw -3628118.710100 + Penalty 5029.783127 = -3623088.926973
  nChanged 27
		SP:Iteration 96Q (361.260000 sec): 3 clusters
  Score: Raw -3628124.601873 + Penalty 5029.783127 = -3623094.818746
  nChanged 15
		SP:Iteration 97Q (361.330000 sec): 3 clusters
  Score: Raw -3628128.718224 + Penalty 5029.783127 = -3623098.935097
  nChanged 21
		SP:Iteration 98Q (361.400000 sec): 3 clusters
  Score: Raw -3628134.098263 + Penalty 5029.783127 = -3623104.315136
  nChanged 16
		SP:Iteration 99Q (361.470000 sec): 3 clusters
  Score: Raw -3628138.665820 + Penalty 5029.783127 = -3623108.882693
  nChanged 14
		SP:Iteration 100F (361.570000 sec): 3 clusters
  Score: Raw -3628142.463651 + Penalty 5029.783127 = -3623112.680524
  nChanged 12
		SP:Iteration 101Q (361.640000 sec): 3 clusters
  Score: Raw -3628145.602897 + Penalty 5029.783127 = -3623115.819770
  nChanged 14
		SP:Iteration 102Q (361.720000 sec): 3 clusters
  Score: Raw -3628148.276333 + Penalty 5029.783127 = -3623118.493206
  nChanged 7
		SP:Iteration 103Q (361.790000 sec): 3 clusters
  Score: Raw -3628150.677426 + Penalty 5029.783127 = -3623120.894300
  nChanged 8
		SP:Iteration 104Q (361.860000 sec): 3 clusters
  Score: Raw -3628153.216130 + Penalty 5029.783127 = -3623123.433003
  nChanged 10
		SP:Iteration 105Q (361.940000 sec): 3 clusters
  Score: Raw -3628156.202194 + Penalty 5029.783127 = -3623126.419068
  nChanged 12
		SP:Iteration 106Q (362.010000 sec): 3 clusters
  Score: Raw -3628160.414395 + Penalty 5029.783127 = -3623130.631268
  nChanged 15
		SP:Iteration 107Q (362.080000 sec): 3 clusters
  Score: Raw -3628164.226355 + Penalty 5029.783127 = -3623134.443229
  nChanged 13
		SP:Iteration 108Q (362.160000 sec): 3 clusters
  Score: Raw -3628166.644396 + Penalty 5029.783127 = -3623136.861269
  nChanged 12
		SP:Iteration 109Q (362.230000 sec): 3 clusters
  Score: Raw -3628169.403277 + Penalty 5029.783127 = -3623139.620151
  nChanged 9
		SP:Iteration 110Q (362.300000 sec): 3 clusters
  Score: Raw -3628171.542432 + Penalty 5029.783127 = -3623141.759306
  nChanged 10
		SP:Iteration 111Q (362.380000 sec): 3 clusters
  Score: Raw -3628173.916901 + Penalty 5029.783127 = -3623144.133775
  nChanged 5
		SP:Iteration 112Q (362.450000 sec): 3 clusters
  Score: Raw -3628174.855559 + Penalty 5029.783127 = -3623145.072433
  nChanged 5
		SP:Iteration 113Q (362.520000 sec): 3 clusters
  Score: Raw -3628175.972380 + Penalty 5029.783127 = -3623146.189253
  nChanged 2
		SP:Iteration 114Q (362.600000 sec): 3 clusters
  Score: Raw -3628176.471872 + Penalty 5029.783127 = -3623146.688746
  nChanged 5
		SP:Iteration 115Q (362.670000 sec): 3 clusters
  Score: Raw -3628177.894126 + Penalty 5029.783127 = -3623148.111000
  nChanged 5
		SP:Iteration 116Q (362.740000 sec): 3 clusters
  Score: Raw -3628178.832577 + Penalty 5029.783127 = -3623149.049451
  nChanged 1
		SP:Iteration 117Q (362.820000 sec): 3 clusters
  Score: Raw -3628179.262505 + Penalty 5029.783127 = -3623149.479379
  nChanged 2
		SP:Iteration 118Q (362.890000 sec): 3 clusters
  Score: Raw -3628179.401937 + Penalty 5029.783127 = -3623149.618810
  nChanged 1
		SP:Iteration 119Q (362.970000 sec): 3 clusters
  Score: Raw -3628179.502021 + Penalty 5029.783127 = -3623149.718895
  nChanged 2
		SP:Iteration 120F (363.060000 sec): 3 clusters
  Score: Raw -3628180.073040 + Penalty 5029.783127 = -3623150.289914
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (1621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (363.090000 sec): 2 clusters
  Score: Raw -191784.227621 + Penalty 1832.918033 = -189951.309587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (363.090000 sec): 3 clusters
  Score: Raw -191926.960541 + Penalty 3665.836067 = -188261.124475
  nChanged 617
		SP:Iteration 1F (363.100000 sec): 3 clusters
  Score: Raw -195669.015387 + Penalty 3665.836067 = -192003.179320
  nChanged 320
		SP:Iteration 2F (363.100000 sec): 3 clusters
  Score: Raw -199279.861354 + Penalty 3665.836067 = -195614.025287
  nChanged 83
		SP:Iteration 3F (363.110000 sec): 3 clusters
  Score: Raw -200067.036671 + Penalty 3665.836067 = -196401.200604
  nChanged 22
		SP:Iteration 4Q (363.120000 sec): 3 clusters
  Score: Raw -200200.291117 + Penalty 3665.836067 = -196534.455050
  nChanged 12
		SP:Iteration 5Q (363.120000 sec): 3 clusters
  Score: Raw -200252.754948 + Penalty 3665.836067 = -196586.918881
  nChanged 8
		SP:Iteration 6Q (363.120000 sec): 3 clusters
  Score: Raw -200291.860500 + Penalty 3665.836067 = -196626.024433
  nChanged 4
		SP:Iteration 7Q (363.130000 sec): 3 clusters
  Score: Raw -200304.882409 + Penalty 3665.836067 = -196639.046342
  nChanged 2
		SP:Iteration 8Q (363.130000 sec): 3 clusters
  Score: Raw -200307.472464 + Penalty 3665.836067 = -196641.636398
  nChanged 0
		SP:Iteration 9F (363.140000 sec): 3 clusters
  Score: Raw -200307.472464 + Penalty 3665.836067 = -196641.636398
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 20.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (18167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (363.210000 sec): 2 clusters
  Score: Raw -2619631.643475 + Penalty 2432.225786 = -2617199.417689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (363.280000 sec): 3 clusters
  Score: Raw -2609294.398187 + Penalty 4864.451572 = -2604429.946615
  nChanged 7889
		SP:Iteration 1F (363.350000 sec): 3 clusters
  Score: Raw -2614010.966034 + Penalty 4864.451572 = -2609146.514462
  nChanged 1358
		SP:Iteration 2F (363.410000 sec): 3 clusters
  Score: Raw -2615874.565278 + Penalty 4864.451572 = -2611010.113706
  nChanged 1972
		SP:Iteration 3F (363.480000 sec): 3 clusters
  Score: Raw -2618512.101021 + Penalty 4864.451572 = -2613647.649449
  nChanged 2254
		SP:Iteration 4F (363.550000 sec): 3 clusters
  Score: Raw -2621031.420063 + Penalty 4864.451572 = -2616166.968491
  nChanged 1708
		SP:Iteration 5F (363.610000 sec): 3 clusters
  Score: Raw -2622562.701956 + Penalty 4864.451572 = -2617698.250384
  nChanged 1020
		SP:Iteration 6F (363.680000 sec): 3 clusters
  Score: Raw -2623258.169434 + Penalty 4864.451572 = -2618393.717862
  nChanged 563
		SP:Iteration 7Q (363.750000 sec): 3 clusters
  Score: Raw -2623585.136862 + Penalty 4864.451572 = -2618720.685290
  nChanged 370
		SP:Iteration 8Q (363.820000 sec): 3 clusters
  Score: Raw -2623773.293048 + Penalty 4864.451572 = -2618908.841476
  nChanged 276
		SP:Iteration 9Q (363.880000 sec): 3 clusters
  Score: Raw -2623895.497115 + Penalty 4864.451572 = -2619031.045543
  nChanged 195
		SP:Iteration 10Q (363.950000 sec): 3 clusters
  Score: Raw -2623968.688161 + Penalty 4864.451572 = -2619104.236589
  nChanged 153
		SP:Iteration 11Q (364.020000 sec): 3 clusters
  Score: Raw -2624023.395129 + Penalty 4864.451572 = -2619158.943557
  nChanged 143
		SP:Iteration 12Q (364.080000 sec): 3 clusters
  Score: Raw -2624071.848207 + Penalty 4864.451572 = -2619207.396635
  nChanged 109
		SP:Iteration 13Q (364.150000 sec): 3 clusters
  Score: Raw -2624105.291162 + Penalty 4864.451572 = -2619240.839590
  nChanged 83
		SP:Iteration 14Q (364.210000 sec): 3 clusters
  Score: Raw -2624128.442337 + Penalty 4864.451572 = -2619263.990765
  nChanged 63
		SP:Iteration 15Q (364.280000 sec): 3 clusters
  Score: Raw -2624142.687536 + Penalty 4864.451572 = -2619278.235964
  nChanged 42
		SP:Iteration 16Q (364.340000 sec): 3 clusters
  Score: Raw -2624151.175632 + Penalty 4864.451572 = -2619286.724060
  nChanged 32
		SP:Iteration 17Q (364.410000 sec): 3 clusters
  Score: Raw -2624157.229541 + Penalty 4864.451572 = -2619292.777969
  nChanged 31
		SP:Iteration 18Q (364.480000 sec): 3 clusters
  Score: Raw -2624163.749056 + Penalty 4864.451572 = -2619299.297484
  nChanged 36
		SP:Iteration 19Q (364.550000 sec): 3 clusters
  Score: Raw -2624172.348921 + Penalty 4864.451572 = -2619307.897349
  nChanged 31
		SP:Iteration 20F (364.620000 sec): 3 clusters
  Score: Raw -2624177.844239 + Penalty 4864.451572 = -2619313.392667
  nChanged 24
		SP:Iteration 21Q (364.700000 sec): 3 clusters
  Score: Raw -2624182.255571 + Penalty 4864.451572 = -2619317.803999
  nChanged 24
		SP:Iteration 22Q (364.770000 sec): 3 clusters
  Score: Raw -2624186.192935 + Penalty 4864.451572 = -2619321.741363
  nChanged 19
		SP:Iteration 23Q (364.840000 sec): 3 clusters
  Score: Raw -2624189.123628 + Penalty 4864.451572 = -2619324.672056
  nChanged 19
		SP:Iteration 24Q (364.910000 sec): 3 clusters
  Score: Raw -2624192.946867 + Penalty 4864.451572 = -2619328.495295
  nChanged 13
		SP:Iteration 25Q (364.980000 sec): 3 clusters
  Score: Raw -2624194.843314 + Penalty 4864.451572 = -2619330.391741
  nChanged 8
		SP:Iteration 26Q (365.060000 sec): 3 clusters
  Score: Raw -2624196.049733 + Penalty 4864.451572 = -2619331.598161
  nChanged 7
		SP:Iteration 27Q (365.130000 sec): 3 clusters
  Score: Raw -2624197.009893 + Penalty 4864.451572 = -2619332.558321
  nChanged 4
		SP:Iteration 28Q (365.200000 sec): 3 clusters
  Score: Raw -2624197.557137 + Penalty 4864.451572 = -2619333.105565
  nChanged 5
		SP:Iteration 29Q (365.280000 sec): 3 clusters
  Score: Raw -2624198.460833 + Penalty 4864.451572 = -2619334.009261
  nChanged 4
		SP:Iteration 30Q (365.350000 sec): 3 clusters
  Score: Raw -2624199.084004 + Penalty 4864.451572 = -2619334.632431
  nChanged 3
		SP:Iteration 31Q (365.420000 sec): 3 clusters
  Score: Raw -2624199.538434 + Penalty 4864.451572 = -2619335.086862
  nChanged 5
		SP:Iteration 32Q (365.490000 sec): 3 clusters
  Score: Raw -2624200.395184 + Penalty 4864.451572 = -2619335.943612
  nChanged 3
		SP:Iteration 33Q (365.570000 sec): 3 clusters
  Score: Raw -2624200.751204 + Penalty 4864.451572 = -2619336.299632
  nChanged 5
		SP:Iteration 34Q (365.640000 sec): 3 clusters
  Score: Raw -2624201.610920 + Penalty 4864.451572 = -2619337.159348
  nChanged 5
		SP:Iteration 35Q (365.710000 sec): 3 clusters
  Score: Raw -2624202.754063 + Penalty 4864.451572 = -2619338.302491
  nChanged 7
		SP:Iteration 36Q (365.780000 sec): 3 clusters
  Score: Raw -2624203.886302 + Penalty 4864.451572 = -2619339.434730
  nChanged 4
		SP:Iteration 37Q (365.860000 sec): 3 clusters
  Score: Raw -2624204.703281 + Penalty 4864.451572 = -2619340.251709
  nChanged 5
		SP:Iteration 38Q (365.930000 sec): 3 clusters
  Score: Raw -2624205.647082 + Penalty 4864.451572 = -2619341.195510
  nChanged 6
		SP:Iteration 39Q (366.010000 sec): 3 clusters
  Score: Raw -2624207.072339 + Penalty 4864.451572 = -2619342.620767
  nChanged 5
		SP:Iteration 40F (366.080000 sec): 3 clusters
  Score: Raw -2624207.806266 + Penalty 4864.451572 = -2619343.354694
  nChanged 1
		SP:Iteration 41Q (366.160000 sec): 3 clusters
  Score: Raw -2624208.005365 + Penalty 4864.451572 = -2619343.553793
  nChanged 1
		SP:Iteration 42Q (366.230000 sec): 3 clusters
  Score: Raw -2624208.084485 + Penalty 4864.451572 = -2619343.632913
  nChanged 0
		SP:Iteration 43F (366.310000 sec): 3 clusters
  Score: Raw -2624208.084485 + Penalty 4864.451572 = -2619343.632913
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 21.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (24474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (366.400000 sec): 2 clusters
  Score: Raw -3421711.709242 + Penalty 2506.130919 = -3419205.578324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (366.510000 sec): 3 clusters
  Score: Raw -3407239.417503 + Penalty 5012.261838 = -3402227.155665
  nChanged 10879
		SP:Iteration 1F (366.610000 sec): 3 clusters
  Score: Raw -3413174.102393 + Penalty 5012.261838 = -3408161.840556
  nChanged 1280
		SP:Iteration 2F (366.710000 sec): 3 clusters
  Score: Raw -3413627.085003 + Penalty 5012.261838 = -3408614.823166
  nChanged 1142
		SP:Iteration 3Q (366.820000 sec): 3 clusters
  Score: Raw -3414034.456309 + Penalty 5012.261838 = -3409022.194471
  nChanged 1056
		SP:Iteration 4Q (366.920000 sec): 3 clusters
  Score: Raw -3414425.111003 + Penalty 5012.261838 = -3409412.849165
  nChanged 1024
		SP:Iteration 5Q (367.020000 sec): 3 clusters
  Score: Raw -3414873.117678 + Penalty 5012.261838 = -3409860.855840
  nChanged 1115
		SP:Iteration 6Q (367.120000 sec): 3 clusters
  Score: Raw -3415414.513148 + Penalty 5012.261838 = -3410402.251310
  nChanged 1204
		SP:Iteration 7Q (367.220000 sec): 3 clusters
  Score: Raw -3416052.791024 + Penalty 5012.261838 = -3411040.529186
  nChanged 1224
		SP:Iteration 8F (367.320000 sec): 3 clusters
  Score: Raw -3416779.872670 + Penalty 5012.261838 = -3411767.610833
  nChanged 1305
		SP:Iteration 9F (367.420000 sec): 3 clusters
  Score: Raw -3417637.852214 + Penalty 5012.261838 = -3412625.590376
  nChanged 1321
		SP:Iteration 10F (367.520000 sec): 3 clusters
  Score: Raw -3418541.912740 + Penalty 5012.261838 = -3413529.650903
  nChanged 1212
		SP:Iteration 11Q (367.620000 sec): 3 clusters
  Score: Raw -3419408.399537 + Penalty 5012.261838 = -3414396.137699
  nChanged 1071
		SP:Iteration 12Q (367.720000 sec): 3 clusters
  Score: Raw -3420195.513754 + Penalty 5012.261838 = -3415183.251916
  nChanged 876
		SP:Iteration 13Q (367.820000 sec): 3 clusters
  Score: Raw -3420862.137080 + Penalty 5012.261838 = -3415849.875242
  nChanged 662
		SP:Iteration 14Q (367.910000 sec): 3 clusters
  Score: Raw -3421373.222452 + Penalty 5012.261838 = -3416360.960614
  nChanged 469
		SP:Iteration 15Q (368.000000 sec): 3 clusters
  Score: Raw -3421727.119191 + Penalty 5012.261838 = -3416714.857353
  nChanged 316
		SP:Iteration 16Q (368.090000 sec): 3 clusters
  Score: Raw -3421962.987232 + Penalty 5012.261838 = -3416950.725394
  nChanged 199
		SP:Iteration 17Q (368.180000 sec): 3 clusters
  Score: Raw -3422097.832380 + Penalty 5012.261838 = -3417085.570542
  nChanged 132
		SP:Iteration 18Q (368.270000 sec): 3 clusters
  Score: Raw -3422191.253718 + Penalty 5012.261838 = -3417178.991880
  nChanged 95
		SP:Iteration 19Q (368.360000 sec): 3 clusters
  Score: Raw -3422260.666415 + Penalty 5012.261838 = -3417248.404577
  nChanged 69
		SP:Iteration 20F (368.460000 sec): 3 clusters
  Score: Raw -3422312.157296 + Penalty 5012.261838 = -3417299.895458
  nChanged 44
		SP:Iteration 21Q (368.540000 sec): 3 clusters
  Score: Raw -3422339.290298 + Penalty 5012.261838 = -3417327.028460
  nChanged 33
		SP:Iteration 22Q (368.620000 sec): 3 clusters
  Score: Raw -3422361.886093 + Penalty 5012.261838 = -3417349.624256
  nChanged 24
		SP:Iteration 23Q (368.700000 sec): 3 clusters
  Score: Raw -3422379.792099 + Penalty 5012.261838 = -3417367.530261
  nChanged 23
		SP:Iteration 24Q (368.780000 sec): 3 clusters
  Score: Raw -3422394.842559 + Penalty 5012.261838 = -3417382.580721
  nChanged 25
		SP:Iteration 25Q (368.860000 sec): 3 clusters
  Score: Raw -3422409.422442 + Penalty 5012.261838 = -3417397.160604
  nChanged 14
		SP:Iteration 26Q (368.940000 sec): 3 clusters
  Score: Raw -3422419.279184 + Penalty 5012.261838 = -3417407.017346
  nChanged 9
		SP:Iteration 27Q (369.020000 sec): 3 clusters
  Score: Raw -3422423.926274 + Penalty 5012.261838 = -3417411.664436
  nChanged 7
		SP:Iteration 28Q (369.100000 sec): 3 clusters
  Score: Raw -3422427.853954 + Penalty 5012.261838 = -3417415.592116
  nChanged 10
		SP:Iteration 29Q (369.180000 sec): 3 clusters
  Score: Raw -3422439.037068 + Penalty 5012.261838 = -3417426.775230
  nChanged 11
		SP:Iteration 30Q (369.250000 sec): 3 clusters
  Score: Raw -3422447.001444 + Penalty 5012.261838 = -3417434.739606
  nChanged 5
		SP:Iteration 31Q (369.330000 sec): 3 clusters
  Score: Raw -3422451.389299 + Penalty 5012.261838 = -3417439.127462
  nChanged 9
		SP:Iteration 32Q (369.410000 sec): 3 clusters
  Score: Raw -3422459.594001 + Penalty 5012.261838 = -3417447.332163
  nChanged 13
		SP:Iteration 33Q (369.480000 sec): 3 clusters
  Score: Raw -3422467.209079 + Penalty 5012.261838 = -3417454.947242
  nChanged 5
		SP:Iteration 34Q (369.560000 sec): 3 clusters
  Score: Raw -3422469.830477 + Penalty 5012.261838 = -3417457.568639
  nChanged 5
		SP:Iteration 35Q (369.640000 sec): 3 clusters
  Score: Raw -3422471.776450 + Penalty 5012.261838 = -3417459.514613
  nChanged 1
		SP:Iteration 36Q (369.710000 sec): 3 clusters
  Score: Raw -3422472.336667 + Penalty 5012.261838 = -3417460.074829
  nChanged 1
		SP:Iteration 37Q (369.790000 sec): 3 clusters
  Score: Raw -3422473.261595 + Penalty 5012.261838 = -3417460.999758
  nChanged 0
		SP:Iteration 38F (369.890000 sec): 3 clusters
  Score: Raw -3422473.261595 + Penalty 5012.261838 = -3417460.999758
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (316847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (371.490000 sec): 2 clusters
  Score: Raw -46563141.773936 + Penalty 3141.211223 = -46560000.562713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (372.790000 sec): 3 clusters
  Score: Raw -46353256.878369 + Penalty 6282.422446 = -46346974.455923
  nChanged 153425
		SP:Iteration 1F (374.100000 sec): 3 clusters
  Score: Raw -46446487.030111 + Penalty 6282.422446 = -46440204.607665
  nChanged 12318
		SP:Iteration 2Q (375.420000 sec): 3 clusters
  Score: Raw -46451157.755389 + Penalty 6282.422446 = -46444875.332942
  nChanged 16327
		SP:Iteration 3F (376.720000 sec): 3 clusters
  Score: Raw -46459694.450001 + Penalty 6282.422446 = -46453412.027555
  nChanged 20787
		SP:Iteration 4F (378.020000 sec): 3 clusters
  Score: Raw -46472579.076650 + Penalty 6282.422446 = -46466296.654204
  nChanged 22850
		SP:Iteration 5F (379.300000 sec): 3 clusters
  Score: Raw -46486863.033496 + Penalty 6282.422446 = -46480580.611050
  nChanged 21462
		SP:Iteration 6F (380.590000 sec): 3 clusters
  Score: Raw -46498985.832065 + Penalty 6282.422446 = -46492703.409619
  nChanged 18021
		SP:Iteration 7F (381.840000 sec): 3 clusters
  Score: Raw -46507879.804925 + Penalty 6282.422446 = -46501597.382479
  nChanged 14421
		SP:Iteration 8Q (383.060000 sec): 3 clusters
  Score: Raw -46514509.668733 + Penalty 6282.422446 = -46508227.246286
  nChanged 11746
		SP:Iteration 9Q (384.300000 sec): 3 clusters
  Score: Raw -46520175.266225 + Penalty 6282.422446 = -46513892.843779
  nChanged 10364
		SP:Iteration 10Q (385.530000 sec): 3 clusters
  Score: Raw -46525986.612792 + Penalty 6282.422446 = -46519704.190346
  nChanged 9790
		SP:Iteration 11Q (386.750000 sec): 3 clusters
  Score: Raw -46532293.790350 + Penalty 6282.422446 = -46526011.367904
  nChanged 9169
		SP:Iteration 12Q (387.960000 sec): 3 clusters
  Score: Raw -46538146.979639 + Penalty 6282.422446 = -46531864.557193
  nChanged 7841
		SP:Iteration 13Q (389.130000 sec): 3 clusters
  Score: Raw -46542492.848912 + Penalty 6282.422446 = -46536210.426466
  nChanged 6215
		SP:Iteration 14Q (390.270000 sec): 3 clusters
  Score: Raw -46545423.319535 + Penalty 6282.422446 = -46539140.897088
  nChanged 4922
		SP:Iteration 15Q (391.370000 sec): 3 clusters
  Score: Raw -46547614.720239 + Penalty 6282.422446 = -46541332.297793
  nChanged 4329
		SP:Iteration 16Q (392.460000 sec): 3 clusters
  Score: Raw -46549478.818968 + Penalty 6282.422446 = -46543196.396522
  nChanged 3922
		SP:Iteration 17Q (393.540000 sec): 3 clusters
  Score: Raw -46551125.313311 + Penalty 6282.422446 = -46544842.890865
  nChanged 3674
		SP:Iteration 18Q (394.600000 sec): 3 clusters
  Score: Raw -46552660.468524 + Penalty 6282.422446 = -46546378.046078
  nChanged 3496
		SP:Iteration 19Q (395.650000 sec): 3 clusters
  Score: Raw -46554107.715329 + Penalty 6282.422446 = -46547825.292883
  nChanged 3306
		SP:Iteration 20F (396.850000 sec): 3 clusters
  Score: Raw -46555479.670857 + Penalty 6282.422446 = -46549197.248411
  nChanged 3064
		SP:Iteration 21Q (397.870000 sec): 3 clusters
  Score: Raw -46556749.213405 + Penalty 6282.422446 = -46550466.790959
  nChanged 2854
		SP:Iteration 22Q (398.880000 sec): 3 clusters
  Score: Raw -46557972.604328 + Penalty 6282.422446 = -46551690.181882
  nChanged 2665
		SP:Iteration 23Q (399.880000 sec): 3 clusters
  Score: Raw -46559153.126400 + Penalty 6282.422446 = -46552870.703954
  nChanged 2461
		SP:Iteration 24Q (400.870000 sec): 3 clusters
  Score: Raw -46560197.864847 + Penalty 6282.422446 = -46553915.442401
  nChanged 2207
		SP:Iteration 25Q (401.840000 sec): 3 clusters
  Score: Raw -46561120.618783 + Penalty 6282.422446 = -46554838.196337
  nChanged 1950
		SP:Iteration 26Q (402.820000 sec): 3 clusters
  Score: Raw -46561891.742231 + Penalty 6282.422446 = -46555609.319785
  nChanged 1812
		SP:Iteration 27Q (403.780000 sec): 3 clusters
  Score: Raw -46562607.120534 + Penalty 6282.422446 = -46556324.698087
  nChanged 1632
		SP:Iteration 28Q (404.730000 sec): 3 clusters
  Score: Raw -46563172.427135 + Penalty 6282.422446 = -46556890.004688
  nChanged 1409
		SP:Iteration 29Q (405.680000 sec): 3 clusters
  Score: Raw -46563609.222031 + Penalty 6282.422446 = -46557326.799585
  nChanged 1215
		SP:Iteration 30Q (406.630000 sec): 3 clusters
  Score: Raw -46563979.389029 + Penalty 6282.422446 = -46557696.966583
  nChanged 1148
		SP:Iteration 31Q (407.570000 sec): 3 clusters
  Score: Raw -46564300.584785 + Penalty 6282.422446 = -46558018.162339
  nChanged 994
		SP:Iteration 32Q (408.500000 sec): 3 clusters
  Score: Raw -46564544.005923 + Penalty 6282.422446 = -46558261.583477
  nChanged 832
		SP:Iteration 33Q (409.430000 sec): 3 clusters
  Score: Raw -46564716.640605 + Penalty 6282.422446 = -46558434.218158
  nChanged 735
		SP:Iteration 34Q (410.360000 sec): 3 clusters
  Score: Raw -46564853.364326 + Penalty 6282.422446 = -46558570.941879
  nChanged 648
		SP:Iteration 35Q (411.280000 sec): 3 clusters
  Score: Raw -46564957.763046 + Penalty 6282.422446 = -46558675.340600
  nChanged 561
		SP:Iteration 36Q (412.200000 sec): 3 clusters
  Score: Raw -46565035.680472 + Penalty 6282.422446 = -46558753.258026
  nChanged 500
		SP:Iteration 37Q (413.120000 sec): 3 clusters
  Score: Raw -46565097.421950 + Penalty 6282.422446 = -46558814.999504
  nChanged 464
		SP:Iteration 38Q (414.050000 sec): 3 clusters
  Score: Raw -46565152.535113 + Penalty 6282.422446 = -46558870.112667
  nChanged 438
		SP:Iteration 39Q (414.970000 sec): 3 clusters
  Score: Raw -46565199.169821 + Penalty 6282.422446 = -46558916.747375
  nChanged 365
		SP:Iteration 40F (416.160000 sec): 3 clusters
  Score: Raw -46565234.665052 + Penalty 6282.422446 = -46558952.242605
  nChanged 368
		SP:Iteration 41Q (417.070000 sec): 3 clusters
  Score: Raw -46565273.498869 + Penalty 6282.422446 = -46558991.076423
  nChanged 351
		SP:Iteration 42Q (417.990000 sec): 3 clusters
  Score: Raw -46565309.229325 + Penalty 6282.422446 = -46559026.806879
  nChanged 370
		SP:Iteration 43Q (418.910000 sec): 3 clusters
  Score: Raw -46565351.341733 + Penalty 6282.422446 = -46559068.919286
  nChanged 376
		SP:Iteration 44Q (419.830000 sec): 3 clusters
  Score: Raw -46565394.818922 + Penalty 6282.422446 = -46559112.396476
  nChanged 380
		SP:Iteration 45Q (420.740000 sec): 3 clusters
  Score: Raw -46565438.783563 + Penalty 6282.422446 = -46559156.361117
  nChanged 360
		SP:Iteration 46Q (421.650000 sec): 3 clusters
  Score: Raw -46565480.274641 + Penalty 6282.422446 = -46559197.852194
  nChanged 323
		SP:Iteration 47Q (422.550000 sec): 3 clusters
  Score: Raw -46565514.963947 + Penalty 6282.422446 = -46559232.541501
  nChanged 312
		SP:Iteration 48Q (423.460000 sec): 3 clusters
  Score: Raw -46565544.240333 + Penalty 6282.422446 = -46559261.817887
  nChanged 293
		SP:Iteration 49Q (424.350000 sec): 3 clusters
  Score: Raw -46565574.025930 + Penalty 6282.422446 = -46559291.603484
  nChanged 294
		SP:Iteration 50Q (425.260000 sec): 3 clusters
  Score: Raw -46565606.441089 + Penalty 6282.422446 = -46559324.018643
  nChanged 301
		SP:Iteration 51Q (426.160000 sec): 3 clusters
  Score: Raw -46565638.901285 + Penalty 6282.422446 = -46559356.478839
  nChanged 294
		SP:Iteration 52Q (427.060000 sec): 3 clusters
  Score: Raw -46565669.594055 + Penalty 6282.422446 = -46559387.171609
  nChanged 276
		SP:Iteration 53Q (427.970000 sec): 3 clusters
  Score: Raw -46565697.590570 + Penalty 6282.422446 = -46559415.168124
  nChanged 255
		SP:Iteration 54Q (428.870000 sec): 3 clusters
  Score: Raw -46565721.135902 + Penalty 6282.422446 = -46559438.713456
  nChanged 230
		SP:Iteration 55Q (429.770000 sec): 3 clusters
  Score: Raw -46565741.936868 + Penalty 6282.422446 = -46559459.514422
  nChanged 226
		SP:Iteration 56Q (430.660000 sec): 3 clusters
  Score: Raw -46565762.750004 + Penalty 6282.422446 = -46559480.327558
  nChanged 187
		SP:Iteration 57Q (431.560000 sec): 3 clusters
  Score: Raw -46565778.752512 + Penalty 6282.422446 = -46559496.330066
  nChanged 161
		SP:Iteration 58Q (432.460000 sec): 3 clusters
  Score: Raw -46565791.456630 + Penalty 6282.422446 = -46559509.034184
  nChanged 158
		SP:Iteration 59Q (433.370000 sec): 3 clusters
  Score: Raw -46565803.990249 + Penalty 6282.422446 = -46559521.567803
  nChanged 152
		SP:Iteration 60F (434.560000 sec): 3 clusters
  Score: Raw -46565814.255374 + Penalty 6282.422446 = -46559531.832928
  nChanged 131
		SP:Iteration 61Q (435.460000 sec): 3 clusters
  Score: Raw -46565823.346411 + Penalty 6282.422446 = -46559540.923965
  nChanged 120
		SP:Iteration 62Q (436.350000 sec): 3 clusters
  Score: Raw -46565832.027112 + Penalty 6282.422446 = -46559549.604666
  nChanged 123
		SP:Iteration 63Q (437.240000 sec): 3 clusters
  Score: Raw -46565840.683210 + Penalty 6282.422446 = -46559558.260764
  nChanged 130
		SP:Iteration 64Q (438.140000 sec): 3 clusters
  Score: Raw -46565849.132709 + Penalty 6282.422446 = -46559566.710262
  nChanged 98
		SP:Iteration 65Q (439.020000 sec): 3 clusters
  Score: Raw -46565854.285637 + Penalty 6282.422446 = -46559571.863191
  nChanged 83
		SP:Iteration 66Q (439.910000 sec): 3 clusters
  Score: Raw -46565858.358234 + Penalty 6282.422446 = -46559575.935788
  nChanged 73
		SP:Iteration 67Q (440.800000 sec): 3 clusters
  Score: Raw -46565862.231626 + Penalty 6282.422446 = -46559579.809180
  nChanged 68
		SP:Iteration 68Q (441.700000 sec): 3 clusters
  Score: Raw -46565865.577518 + Penalty 6282.422446 = -46559583.155072
  nChanged 65
		SP:Iteration 69Q (442.590000 sec): 3 clusters
  Score: Raw -46565868.879899 + Penalty 6282.422446 = -46559586.457453
  nChanged 62
		SP:Iteration 70Q (443.490000 sec): 3 clusters
  Score: Raw -46565872.373465 + Penalty 6282.422446 = -46559589.951018
  nChanged 54
		SP:Iteration 71Q (444.380000 sec): 3 clusters
  Score: Raw -46565875.688566 + Penalty 6282.422446 = -46559593.266120
  nChanged 52
		SP:Iteration 72Q (445.260000 sec): 3 clusters
  Score: Raw -46565878.060542 + Penalty 6282.422446 = -46559595.638095
  nChanged 52
		SP:Iteration 73Q (446.150000 sec): 3 clusters
  Score: Raw -46565880.401952 + Penalty 6282.422446 = -46559597.979506
  nChanged 45
		SP:Iteration 74Q (447.050000 sec): 3 clusters
  Score: Raw -46565882.471839 + Penalty 6282.422446 = -46559600.049393
  nChanged 45
		SP:Iteration 75Q (447.950000 sec): 3 clusters
  Score: Raw -46565884.448838 + Penalty 6282.422446 = -46559602.026392
  nChanged 44
		SP:Iteration 76Q (448.830000 sec): 3 clusters
  Score: Raw -46565886.696127 + Penalty 6282.422446 = -46559604.273681
  nChanged 56
		SP:Iteration 77Q (449.730000 sec): 3 clusters
  Score: Raw -46565889.387679 + Penalty 6282.422446 = -46559606.965233
  nChanged 57
		SP:Iteration 78Q (450.630000 sec): 3 clusters
  Score: Raw -46565892.001787 + Penalty 6282.422446 = -46559609.579341
  nChanged 54
		SP:Iteration 79Q (451.520000 sec): 3 clusters
  Score: Raw -46565894.717175 + Penalty 6282.422446 = -46559612.294729
  nChanged 48
		SP:Iteration 80F (452.720000 sec): 3 clusters
  Score: Raw -46565897.123768 + Penalty 6282.422446 = -46559614.701322
  nChanged 43
		SP:Iteration 81Q (453.610000 sec): 3 clusters
  Score: Raw -46565899.113485 + Penalty 6282.422446 = -46559616.691039
  nChanged 41
		SP:Iteration 82Q (454.500000 sec): 3 clusters
  Score: Raw -46565900.738094 + Penalty 6282.422446 = -46559618.315648
  nChanged 38
		SP:Iteration 83Q (455.400000 sec): 3 clusters
  Score: Raw -46565902.375641 + Penalty 6282.422446 = -46559619.953195
  nChanged 34
		SP:Iteration 84Q (456.300000 sec): 3 clusters
  Score: Raw -46565904.015861 + Penalty 6282.422446 = -46559621.593414
  nChanged 37
		SP:Iteration 85Q (457.200000 sec): 3 clusters
  Score: Raw -46565905.405695 + Penalty 6282.422446 = -46559622.983249
  nChanged 32
		SP:Iteration 86Q (458.090000 sec): 3 clusters
  Score: Raw -46565906.923948 + Penalty 6282.422446 = -46559624.501502
  nChanged 36
		SP:Iteration 87Q (458.980000 sec): 3 clusters
  Score: Raw -46565908.571980 + Penalty 6282.422446 = -46559626.149534
  nChanged 38
		SP:Iteration 88Q (459.870000 sec): 3 clusters
  Score: Raw -46565910.697885 + Penalty 6282.422446 = -46559628.275438
  nChanged 39
		SP:Iteration 89Q (460.760000 sec): 3 clusters
  Score: Raw -46565912.793912 + Penalty 6282.422446 = -46559630.371465
  nChanged 50
		SP:Iteration 90Q (461.650000 sec): 3 clusters
  Score: Raw -46565915.558549 + Penalty 6282.422446 = -46559633.136102
  nChanged 51
		SP:Iteration 91Q (462.540000 sec): 3 clusters
  Score: Raw -46565918.115809 + Penalty 6282.422446 = -46559635.693363
  nChanged 44
		SP:Iteration 92Q (463.420000 sec): 3 clusters
  Score: Raw -46565920.072428 + Penalty 6282.422446 = -46559637.649982
  nChanged 27
		SP:Iteration 93Q (464.310000 sec): 3 clusters
  Score: Raw -46565921.369864 + Penalty 6282.422446 = -46559638.947418
  nChanged 29
		SP:Iteration 94Q (465.200000 sec): 3 clusters
  Score: Raw -46565922.458268 + Penalty 6282.422446 = -46559640.035822
  nChanged 28
		SP:Iteration 95Q (466.090000 sec): 3 clusters
  Score: Raw -46565923.870207 + Penalty 6282.422446 = -46559641.447761
  nChanged 36
		SP:Iteration 96Q (466.980000 sec): 3 clusters
  Score: Raw -46565925.532763 + Penalty 6282.422446 = -46559643.110316
  nChanged 39
		SP:Iteration 97Q (467.870000 sec): 3 clusters
  Score: Raw -46565927.347962 + Penalty 6282.422446 = -46559644.925516
  nChanged 41
		SP:Iteration 98Q (468.760000 sec): 3 clusters
  Score: Raw -46565929.322187 + Penalty 6282.422446 = -46559646.899740
  nChanged 33
		SP:Iteration 99Q (469.660000 sec): 3 clusters
  Score: Raw -46565931.070219 + Penalty 6282.422446 = -46559648.647773
  nChanged 37
		SP:Iteration 100F (470.860000 sec): 3 clusters
  Score: Raw -46565932.778372 + Penalty 6282.422446 = -46559650.355925
  nChanged 30
		SP:Iteration 101Q (471.730000 sec): 3 clusters
  Score: Raw -46565933.907512 + Penalty 6282.422446 = -46559651.485065
  nChanged 19
		SP:Iteration 102Q (472.620000 sec): 3 clusters
  Score: Raw -46565934.764723 + Penalty 6282.422446 = -46559652.342277
  nChanged 25
		SP:Iteration 103Q (473.510000 sec): 3 clusters
  Score: Raw -46565935.749414 + Penalty 6282.422446 = -46559653.326968
  nChanged 15
		SP:Iteration 104Q (474.400000 sec): 3 clusters
  Score: Raw -46565936.228464 + Penalty 6282.422446 = -46559653.806018
  nChanged 12
		SP:Iteration 105Q (475.290000 sec): 3 clusters
  Score: Raw -46565936.614719 + Penalty 6282.422446 = -46559654.192273
  nChanged 10
		SP:Iteration 106Q (476.180000 sec): 3 clusters
  Score: Raw -46565936.895384 + Penalty 6282.422446 = -46559654.472938
  nChanged 5
		SP:Iteration 107Q (477.060000 sec): 3 clusters
  Score: Raw -46565937.234989 + Penalty 6282.422446 = -46559654.812542
  nChanged 11
		SP:Iteration 108Q (477.950000 sec): 3 clusters
  Score: Raw -46565937.622743 + Penalty 6282.422446 = -46559655.200297
  nChanged 13
		SP:Iteration 109Q (478.840000 sec): 3 clusters
  Score: Raw -46565937.990906 + Penalty 6282.422446 = -46559655.568460
  nChanged 12
		SP:Iteration 110Q (479.730000 sec): 3 clusters
  Score: Raw -46565938.355872 + Penalty 6282.422446 = -46559655.933426
  nChanged 15
		SP:Iteration 111Q (480.620000 sec): 3 clusters
  Score: Raw -46565938.964447 + Penalty 6282.422446 = -46559656.542001
  nChanged 11
		SP:Iteration 112Q (481.510000 sec): 3 clusters
  Score: Raw -46565939.402442 + Penalty 6282.422446 = -46559656.979996
  nChanged 10
		SP:Iteration 113Q (482.400000 sec): 3 clusters
  Score: Raw -46565939.670813 + Penalty 6282.422446 = -46559657.248367
  nChanged 7
		SP:Iteration 114Q (483.290000 sec): 3 clusters
  Score: Raw -46565939.915211 + Penalty 6282.422446 = -46559657.492765
  nChanged 8
		SP:Iteration 115Q (484.180000 sec): 3 clusters
  Score: Raw -46565940.155384 + Penalty 6282.422446 = -46559657.732938
  nChanged 11
		SP:Iteration 116Q (485.070000 sec): 3 clusters
  Score: Raw -46565940.659763 + Penalty 6282.422446 = -46559658.237316
  nChanged 11
		SP:Iteration 117Q (485.960000 sec): 3 clusters
  Score: Raw -46565941.115805 + Penalty 6282.422446 = -46559658.693359
  nChanged 15
		SP:Iteration 118Q (486.850000 sec): 3 clusters
  Score: Raw -46565941.637398 + Penalty 6282.422446 = -46559659.214952
  nChanged 10
		SP:Iteration 119Q (487.730000 sec): 3 clusters
  Score: Raw -46565941.892567 + Penalty 6282.422446 = -46559659.470121
  nChanged 4
		SP:Iteration 120F (488.930000 sec): 3 clusters
  Score: Raw -46565941.997594 + Penalty 6282.422446 = -46559659.575148
  nChanged 5
		SP:Iteration 121Q (489.810000 sec): 3 clusters
  Score: Raw -46565942.176480 + Penalty 6282.422446 = -46559659.754033
  nChanged 10
		SP:Iteration 122Q (490.700000 sec): 3 clusters
  Score: Raw -46565942.477591 + Penalty 6282.422446 = -46559660.055145
  nChanged 11
		SP:Iteration 123Q (491.580000 sec): 3 clusters
  Score: Raw -46565942.812588 + Penalty 6282.422446 = -46559660.390142
  nChanged 14
		SP:Iteration 124Q (492.460000 sec): 3 clusters
  Score: Raw -46565943.376640 + Penalty 6282.422446 = -46559660.954194
  nChanged 16
		SP:Iteration 125Q (493.360000 sec): 3 clusters
  Score: Raw -46565944.058326 + Penalty 6282.422446 = -46559661.635880
  nChanged 12
		SP:Iteration 126Q (494.250000 sec): 3 clusters
  Score: Raw -46565944.500615 + Penalty 6282.422446 = -46559662.078169
  nChanged 8
		SP:Iteration 127Q (495.150000 sec): 3 clusters
  Score: Raw -46565944.759654 + Penalty 6282.422446 = -46559662.337208
  nChanged 10
		SP:Iteration 128Q (496.050000 sec): 3 clusters
  Score: Raw -46565945.180128 + Penalty 6282.422446 = -46559662.757682
  nChanged 9
		SP:Iteration 129Q (496.940000 sec): 3 clusters
  Score: Raw -46565945.528941 + Penalty 6282.422446 = -46559663.106494
  nChanged 7
		SP:Iteration 130Q (497.840000 sec): 3 clusters
  Score: Raw -46565945.903071 + Penalty 6282.422446 = -46559663.480624
  nChanged 10
		SP:Iteration 131Q (498.730000 sec): 3 clusters
  Score: Raw -46565946.269346 + Penalty 6282.422446 = -46559663.846899
  nChanged 9
		SP:Iteration 132Q (499.620000 sec): 3 clusters
  Score: Raw -46565946.782416 + Penalty 6282.422446 = -46559664.359970
  nChanged 10
		SP:Iteration 133Q (500.510000 sec): 3 clusters
  Score: Raw -46565947.324925 + Penalty 6282.422446 = -46559664.902478
  nChanged 11
		SP:Iteration 134Q (501.390000 sec): 3 clusters
  Score: Raw -46565947.906023 + Penalty 6282.422446 = -46559665.483577
  nChanged 12
		SP:Iteration 135Q (502.280000 sec): 3 clusters
  Score: Raw -46565948.402010 + Penalty 6282.422446 = -46559665.979563
  nChanged 13
		SP:Iteration 136Q (503.170000 sec): 3 clusters
  Score: Raw -46565949.035173 + Penalty 6282.422446 = -46559666.612727
  nChanged 13
		SP:Iteration 137Q (504.060000 sec): 3 clusters
  Score: Raw -46565949.757859 + Penalty 6282.422446 = -46559667.335412
  nChanged 13
		SP:Iteration 138Q (504.950000 sec): 3 clusters
  Score: Raw -46565950.248324 + Penalty 6282.422446 = -46559667.825878
  nChanged 10
		SP:Iteration 139Q (505.840000 sec): 3 clusters
  Score: Raw -46565950.559348 + Penalty 6282.422446 = -46559668.136902
  nChanged 11
		SP:Iteration 140F (507.040000 sec): 3 clusters
  Score: Raw -46565951.066721 + Penalty 6282.422446 = -46559668.644274
  nChanged 13
		SP:Iteration 141Q (507.940000 sec): 3 clusters
  Score: Raw -46565951.511836 + Penalty 6282.422446 = -46559669.089389
  nChanged 8
		SP:Iteration 142Q (508.830000 sec): 3 clusters
  Score: Raw -46565951.789417 + Penalty 6282.422446 = -46559669.366971
  nChanged 13
		SP:Iteration 143Q (509.720000 sec): 3 clusters
  Score: Raw -46565952.184550 + Penalty 6282.422446 = -46559669.762104
  nChanged 9
		SP:Iteration 144Q (510.610000 sec): 3 clusters
  Score: Raw -46565952.606027 + Penalty 6282.422446 = -46559670.183581
  nChanged 13
		SP:Iteration 145Q (511.500000 sec): 3 clusters
  Score: Raw -46565953.123494 + Penalty 6282.422446 = -46559670.701048
  nChanged 13
		SP:Iteration 146Q (512.390000 sec): 3 clusters
  Score: Raw -46565953.582814 + Penalty 6282.422446 = -46559671.160368
  nChanged 10
		SP:Iteration 147Q (513.280000 sec): 3 clusters
  Score: Raw -46565954.034440 + Penalty 6282.422446 = -46559671.611994
  nChanged 7
		SP:Iteration 148Q (514.170000 sec): 3 clusters
  Score: Raw -46565954.334628 + Penalty 6282.422446 = -46559671.912182
  nChanged 9
		SP:Iteration 149Q (515.060000 sec): 3 clusters
  Score: Raw -46565954.613313 + Penalty 6282.422446 = -46559672.190867
  nChanged 7
		SP:Iteration 150Q (515.950000 sec): 3 clusters
  Score: Raw -46565954.869644 + Penalty 6282.422446 = -46559672.447198
  nChanged 7
		SP:Iteration 151Q (516.840000 sec): 3 clusters
  Score: Raw -46565955.120718 + Penalty 6282.422446 = -46559672.698272
  nChanged 7
		SP:Iteration 152Q (517.730000 sec): 3 clusters
  Score: Raw -46565955.387793 + Penalty 6282.422446 = -46559672.965347
  nChanged 13
		SP:Iteration 153Q (518.620000 sec): 3 clusters
  Score: Raw -46565955.829020 + Penalty 6282.422446 = -46559673.406574
  nChanged 5
		SP:Iteration 154Q (519.510000 sec): 3 clusters
  Score: Raw -46565956.061295 + Penalty 6282.422446 = -46559673.638849
  nChanged 5
		SP:Iteration 155Q (520.400000 sec): 3 clusters
  Score: Raw -46565956.221268 + Penalty 6282.422446 = -46559673.798822
  nChanged 5
		SP:Iteration 156Q (521.290000 sec): 3 clusters
  Score: Raw -46565956.376608 + Penalty 6282.422446 = -46559673.954161
  nChanged 5
		SP:Iteration 157Q (522.180000 sec): 3 clusters
  Score: Raw -46565956.533609 + Penalty 6282.422446 = -46559674.111163
  nChanged 2
		SP:Iteration 158Q (523.080000 sec): 3 clusters
  Score: Raw -46565956.605982 + Penalty 6282.422446 = -46559674.183536
  nChanged 2
		SP:Iteration 159Q (523.970000 sec): 3 clusters
  Score: Raw -46565956.678410 + Penalty 6282.422446 = -46559674.255963
  nChanged 3
		SP:Iteration 160F (525.150000 sec): 3 clusters
  Score: Raw -46565956.761136 + Penalty 6282.422446 = -46559674.338690
  nChanged 2
		SP:Iteration 161Q (526.040000 sec): 3 clusters
  Score: Raw -46565956.844401 + Penalty 6282.422446 = -46559674.421955
  nChanged 1
		SP:Iteration 162Q (526.930000 sec): 3 clusters
  Score: Raw -46565956.875352 + Penalty 6282.422446 = -46559674.452906
  nChanged 0
		SP:Iteration 163F (528.120000 sec): 3 clusters
  Score: Raw -46565956.875352 + Penalty 6282.422446 = -46559674.452906
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (121806 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (528.590000 sec): 2 clusters
  Score: Raw -17728994.820269 + Penalty 2904.125854 = -17726090.694415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (529.060000 sec): 3 clusters
  Score: Raw -17650433.527057 + Penalty 5808.251707 = -17644625.275350
  nChanged 57877
		SP:Iteration 1F (529.520000 sec): 3 clusters
  Score: Raw -17683345.588440 + Penalty 5808.251707 = -17677537.336732
  nChanged 3380
		SP:Iteration 2Q (529.990000 sec): 3 clusters
  Score: Raw -17684030.626205 + Penalty 5808.251707 = -17678222.374497
  nChanged 3491
		SP:Iteration 3Q (530.470000 sec): 3 clusters
  Score: Raw -17684830.926463 + Penalty 5808.251707 = -17679022.674755
  nChanged 3739
		SP:Iteration 4Q (530.940000 sec): 3 clusters
  Score: Raw -17685805.810250 + Penalty 5808.251707 = -17679997.558542
  nChanged 4091
		SP:Iteration 5Q (531.410000 sec): 3 clusters
  Score: Raw -17687065.258069 + Penalty 5808.251707 = -17681257.006362
  nChanged 4597
		SP:Iteration 6Q (531.880000 sec): 3 clusters
  Score: Raw -17688736.001558 + Penalty 5808.251707 = -17682927.749851
  nChanged 5276
		SP:Iteration 7Q (532.360000 sec): 3 clusters
  Score: Raw -17691011.427931 + Penalty 5808.251707 = -17685203.176224
  nChanged 6068
		SP:Iteration 8Q (532.840000 sec): 3 clusters
  Score: Raw -17694098.019709 + Penalty 5808.251707 = -17688289.768001
  nChanged 6790
		SP:Iteration 9F (533.300000 sec): 3 clusters
  Score: Raw -17697975.156538 + Penalty 5808.251707 = -17692166.904831
  nChanged 7023
		SP:Iteration 10F (533.760000 sec): 3 clusters
  Score: Raw -17702137.239399 + Penalty 5808.251707 = -17696328.987691
  nChanged 6791
		SP:Iteration 11F (534.220000 sec): 3 clusters
  Score: Raw -17706159.798996 + Penalty 5808.251707 = -17700351.547288
  nChanged 6130
		SP:Iteration 12F (534.690000 sec): 3 clusters
  Score: Raw -17709545.503614 + Penalty 5808.251707 = -17703737.251906
  nChanged 5396
		SP:Iteration 13Q (535.150000 sec): 3 clusters
  Score: Raw -17712381.828915 + Penalty 5808.251707 = -17706573.577208
  nChanged 4503
		SP:Iteration 14Q (535.610000 sec): 3 clusters
  Score: Raw -17714611.125148 + Penalty 5808.251707 = -17708802.873441
  nChanged 3796
		SP:Iteration 15Q (536.070000 sec): 3 clusters
  Score: Raw -17716418.492247 + Penalty 5808.251707 = -17710610.240539
  nChanged 3257
		SP:Iteration 16Q (536.520000 sec): 3 clusters
  Score: Raw -17717940.163026 + Penalty 5808.251707 = -17712131.911319
  nChanged 2934
		SP:Iteration 17Q (536.970000 sec): 3 clusters
  Score: Raw -17719419.102258 + Penalty 5808.251707 = -17713610.850551
  nChanged 2867
		SP:Iteration 18Q (537.420000 sec): 3 clusters
  Score: Raw -17720929.432980 + Penalty 5808.251707 = -17715121.181272
  nChanged 2817
		SP:Iteration 19Q (537.870000 sec): 3 clusters
  Score: Raw -17722468.296408 + Penalty 5808.251707 = -17716660.044701
  nChanged 2793
		SP:Iteration 20F (538.330000 sec): 3 clusters
  Score: Raw -17723910.579266 + Penalty 5808.251707 = -17718102.327559
  nChanged 2639
		SP:Iteration 21Q (538.770000 sec): 3 clusters
  Score: Raw -17725182.948852 + Penalty 5808.251707 = -17719374.697145
  nChanged 2367
		SP:Iteration 22Q (539.210000 sec): 3 clusters
  Score: Raw -17726175.477193 + Penalty 5808.251707 = -17720367.225485
  nChanged 1996
		SP:Iteration 23Q (539.640000 sec): 3 clusters
  Score: Raw -17726968.999549 + Penalty 5808.251707 = -17721160.747841
  nChanged 1783
		SP:Iteration 24Q (540.080000 sec): 3 clusters
  Score: Raw -17727651.484586 + Penalty 5808.251707 = -17721843.232878
  nChanged 1610
		SP:Iteration 25Q (540.520000 sec): 3 clusters
  Score: Raw -17728161.679576 + Penalty 5808.251707 = -17722353.427869
  nChanged 1405
		SP:Iteration 26Q (540.950000 sec): 3 clusters
  Score: Raw -17728531.868764 + Penalty 5808.251707 = -17722723.617057
  nChanged 1164
		SP:Iteration 27Q (541.380000 sec): 3 clusters
  Score: Raw -17728805.646536 + Penalty 5808.251707 = -17722997.394828
  nChanged 1041
		SP:Iteration 28Q (541.810000 sec): 3 clusters
  Score: Raw -17729029.756939 + Penalty 5808.251707 = -17723221.505231
  nChanged 900
		SP:Iteration 29Q (542.240000 sec): 3 clusters
  Score: Raw -17729195.807360 + Penalty 5808.251707 = -17723387.555653
  nChanged 766
		SP:Iteration 30Q (542.670000 sec): 3 clusters
  Score: Raw -17729325.649680 + Penalty 5808.251707 = -17723517.397972
  nChanged 697
		SP:Iteration 31Q (543.100000 sec): 3 clusters
  Score: Raw -17729432.393596 + Penalty 5808.251707 = -17723624.141888
  nChanged 664
		SP:Iteration 32Q (543.530000 sec): 3 clusters
  Score: Raw -17729521.355960 + Penalty 5808.251707 = -17723713.104253
  nChanged 551
		SP:Iteration 33Q (543.950000 sec): 3 clusters
  Score: Raw -17729582.347085 + Penalty 5808.251707 = -17723774.095377
  nChanged 487
		SP:Iteration 34Q (544.380000 sec): 3 clusters
  Score: Raw -17729625.601979 + Penalty 5808.251707 = -17723817.350271
  nChanged 396
		SP:Iteration 35Q (544.800000 sec): 3 clusters
  Score: Raw -17729655.381307 + Penalty 5808.251707 = -17723847.129599
  nChanged 340
		SP:Iteration 36Q (545.220000 sec): 3 clusters
  Score: Raw -17729677.592758 + Penalty 5808.251707 = -17723869.341050
  nChanged 294
		SP:Iteration 37Q (545.650000 sec): 3 clusters
  Score: Raw -17729695.312619 + Penalty 5808.251707 = -17723887.060912
  nChanged 253
		SP:Iteration 38Q (546.070000 sec): 3 clusters
  Score: Raw -17729709.949923 + Penalty 5808.251707 = -17723901.698215
  nChanged 224
		SP:Iteration 39Q (546.490000 sec): 3 clusters
  Score: Raw -17729722.229476 + Penalty 5808.251707 = -17723913.977769
  nChanged 190
		SP:Iteration 40F (546.960000 sec): 3 clusters
  Score: Raw -17729736.099635 + Penalty 5808.251707 = -17723927.847927
  nChanged 194
		SP:Iteration 41Q (547.390000 sec): 3 clusters
  Score: Raw -17729745.573012 + Penalty 5808.251707 = -17723937.321305
  nChanged 183
		SP:Iteration 42Q (547.820000 sec): 3 clusters
  Score: Raw -17729754.503127 + Penalty 5808.251707 = -17723946.251419
  nChanged 203
		SP:Iteration 43Q (548.260000 sec): 3 clusters
  Score: Raw -17729764.937298 + Penalty 5808.251707 = -17723956.685591
  nChanged 183
		SP:Iteration 44Q (548.700000 sec): 3 clusters
  Score: Raw -17729773.200058 + Penalty 5808.251707 = -17723964.948350
  nChanged 168
		SP:Iteration 45Q (549.130000 sec): 3 clusters
  Score: Raw -17729781.188354 + Penalty 5808.251707 = -17723972.936646
  nChanged 154
		SP:Iteration 46Q (549.560000 sec): 3 clusters
  Score: Raw -17729788.491227 + Penalty 5808.251707 = -17723980.239519
  nChanged 155
		SP:Iteration 47Q (549.990000 sec): 3 clusters
  Score: Raw -17729795.517642 + Penalty 5808.251707 = -17723987.265935
  nChanged 149
		SP:Iteration 48Q (550.430000 sec): 3 clusters
  Score: Raw -17729802.022984 + Penalty 5808.251707 = -17723993.771277
  nChanged 129
		SP:Iteration 49Q (550.860000 sec): 3 clusters
  Score: Raw -17729806.443184 + Penalty 5808.251707 = -17723998.191477
  nChanged 110
		SP:Iteration 50Q (551.300000 sec): 3 clusters
  Score: Raw -17729809.910911 + Penalty 5808.251707 = -17724001.659203
  nChanged 95
		SP:Iteration 51Q (551.740000 sec): 3 clusters
  Score: Raw -17729812.525872 + Penalty 5808.251707 = -17724004.274165
  nChanged 74
		SP:Iteration 52Q (552.170000 sec): 3 clusters
  Score: Raw -17729814.334917 + Penalty 5808.251707 = -17724006.083210
  nChanged 70
		SP:Iteration 53Q (552.610000 sec): 3 clusters
  Score: Raw -17729815.840457 + Penalty 5808.251707 = -17724007.588750
  nChanged 53
		SP:Iteration 54Q (553.040000 sec): 3 clusters
  Score: Raw -17729816.886351 + Penalty 5808.251707 = -17724008.634643
  nChanged 53
		SP:Iteration 55Q (553.470000 sec): 3 clusters
  Score: Raw -17729818.053800 + Penalty 5808.251707 = -17724009.802092
  nChanged 53
		SP:Iteration 56Q (553.910000 sec): 3 clusters
  Score: Raw -17729819.365038 + Penalty 5808.251707 = -17724011.113330
  nChanged 46
		SP:Iteration 57Q (554.340000 sec): 3 clusters
  Score: Raw -17729820.664664 + Penalty 5808.251707 = -17724012.412956
  nChanged 46
		SP:Iteration 58Q (554.770000 sec): 3 clusters
  Score: Raw -17729821.956900 + Penalty 5808.251707 = -17724013.705192
  nChanged 48
		SP:Iteration 59Q (555.210000 sec): 3 clusters
  Score: Raw -17729823.223908 + Penalty 5808.251707 = -17724014.972200
  nChanged 45
		SP:Iteration 60F (555.670000 sec): 3 clusters
  Score: Raw -17729824.216736 + Penalty 5808.251707 = -17724015.965028
  nChanged 40
		SP:Iteration 61Q (556.110000 sec): 3 clusters
  Score: Raw -17729825.006767 + Penalty 5808.251707 = -17724016.755060
  nChanged 37
		SP:Iteration 62Q (556.550000 sec): 3 clusters
  Score: Raw -17729825.757417 + Penalty 5808.251707 = -17724017.505709
  nChanged 32
		SP:Iteration 63Q (556.980000 sec): 3 clusters
  Score: Raw -17729826.340538 + Penalty 5808.251707 = -17724018.088831
  nChanged 25
		SP:Iteration 64Q (557.410000 sec): 3 clusters
  Score: Raw -17729826.816499 + Penalty 5808.251707 = -17724018.564791
  nChanged 26
		SP:Iteration 65Q (557.850000 sec): 3 clusters
  Score: Raw -17729827.243687 + Penalty 5808.251707 = -17724018.991980
  nChanged 22
		SP:Iteration 66Q (558.280000 sec): 3 clusters
  Score: Raw -17729827.517084 + Penalty 5808.251707 = -17724019.265377
  nChanged 11
		SP:Iteration 67Q (558.720000 sec): 3 clusters
  Score: Raw -17729827.733236 + Penalty 5808.251707 = -17724019.481529
  nChanged 13
		SP:Iteration 68Q (559.150000 sec): 3 clusters
  Score: Raw -17729827.991146 + Penalty 5808.251707 = -17724019.739438
  nChanged 13
		SP:Iteration 69Q (559.590000 sec): 3 clusters
  Score: Raw -17729828.189840 + Penalty 5808.251707 = -17724019.938133
  nChanged 16
		SP:Iteration 70Q (560.020000 sec): 3 clusters
  Score: Raw -17729828.474643 + Penalty 5808.251707 = -17724020.222936
  nChanged 17
		SP:Iteration 71Q (560.460000 sec): 3 clusters
  Score: Raw -17729828.776259 + Penalty 5808.251707 = -17724020.524552
  nChanged 16
		SP:Iteration 72Q (560.890000 sec): 3 clusters
  Score: Raw -17729829.013342 + Penalty 5808.251707 = -17724020.761634
  nChanged 14
		SP:Iteration 73Q (561.330000 sec): 3 clusters
  Score: Raw -17729829.217574 + Penalty 5808.251707 = -17724020.965866
  nChanged 12
		SP:Iteration 74Q (561.760000 sec): 3 clusters
  Score: Raw -17729829.464785 + Penalty 5808.251707 = -17724021.213077
  nChanged 18
		SP:Iteration 75Q (562.200000 sec): 3 clusters
  Score: Raw -17729829.881418 + Penalty 5808.251707 = -17724021.629711
  nChanged 20
		SP:Iteration 76Q (562.640000 sec): 3 clusters
  Score: Raw -17729830.283526 + Penalty 5808.251707 = -17724022.031818
  nChanged 25
		SP:Iteration 77Q (563.070000 sec): 3 clusters
  Score: Raw -17729830.766265 + Penalty 5808.251707 = -17724022.514558
  nChanged 22
		SP:Iteration 78Q (563.510000 sec): 3 clusters
  Score: Raw -17729831.156484 + Penalty 5808.251707 = -17724022.904777
  nChanged 20
		SP:Iteration 79Q (563.940000 sec): 3 clusters
  Score: Raw -17729831.453461 + Penalty 5808.251707 = -17724023.201754
  nChanged 16
		SP:Iteration 80F (564.400000 sec): 3 clusters
  Score: Raw -17729831.644742 + Penalty 5808.251707 = -17724023.393034
  nChanged 13
		SP:Iteration 81Q (564.840000 sec): 3 clusters
  Score: Raw -17729831.783571 + Penalty 5808.251707 = -17724023.531864
  nChanged 7
		SP:Iteration 82Q (565.270000 sec): 3 clusters
  Score: Raw -17729831.870539 + Penalty 5808.251707 = -17724023.618831
  nChanged 8
		SP:Iteration 83Q (565.710000 sec): 3 clusters
  Score: Raw -17729831.976529 + Penalty 5808.251707 = -17724023.724821
  nChanged 10
		SP:Iteration 84Q (566.140000 sec): 3 clusters
  Score: Raw -17729832.147156 + Penalty 5808.251707 = -17724023.895449
  nChanged 12
		SP:Iteration 85Q (566.580000 sec): 3 clusters
  Score: Raw -17729832.369196 + Penalty 5808.251707 = -17724024.117488
  nChanged 11
		SP:Iteration 86Q (567.020000 sec): 3 clusters
  Score: Raw -17729832.514929 + Penalty 5808.251707 = -17724024.263221
  nChanged 10
		SP:Iteration 87Q (567.450000 sec): 3 clusters
  Score: Raw -17729832.647275 + Penalty 5808.251707 = -17724024.395567
  nChanged 13
		SP:Iteration 88Q (567.890000 sec): 3 clusters
  Score: Raw -17729832.794548 + Penalty 5808.251707 = -17724024.542840
  nChanged 10
		SP:Iteration 89Q (568.320000 sec): 3 clusters
  Score: Raw -17729832.897850 + Penalty 5808.251707 = -17724024.646143
  nChanged 6
		SP:Iteration 90Q (568.760000 sec): 3 clusters
  Score: Raw -17729832.978677 + Penalty 5808.251707 = -17724024.726969
  nChanged 5
		SP:Iteration 91Q (569.190000 sec): 3 clusters
  Score: Raw -17729833.028332 + Penalty 5808.251707 = -17724024.776625
  nChanged 6
		SP:Iteration 92Q (569.630000 sec): 3 clusters
  Score: Raw -17729833.077578 + Penalty 5808.251707 = -17724024.825870
  nChanged 6
		SP:Iteration 93Q (570.070000 sec): 3 clusters
  Score: Raw -17729833.176197 + Penalty 5808.251707 = -17724024.924490
  nChanged 7
		SP:Iteration 94Q (570.500000 sec): 3 clusters
  Score: Raw -17729833.280474 + Penalty 5808.251707 = -17724025.028766
  nChanged 5
		SP:Iteration 95Q (570.940000 sec): 3 clusters
  Score: Raw -17729833.355528 + Penalty 5808.251707 = -17724025.103820
  nChanged 5
		SP:Iteration 96Q (571.370000 sec): 3 clusters
  Score: Raw -17729833.442117 + Penalty 5808.251707 = -17724025.190409
  nChanged 1
		SP:Iteration 97Q (571.800000 sec): 3 clusters
  Score: Raw -17729833.466471 + Penalty 5808.251707 = -17724025.214763
  nChanged 1
		SP:Iteration 98Q (572.230000 sec): 3 clusters
  Score: Raw -17729833.478016 + Penalty 5808.251707 = -17724025.226308
  nChanged 3
		SP:Iteration 99Q (572.670000 sec): 3 clusters
  Score: Raw -17729833.505160 + Penalty 5808.251707 = -17724025.253453
  nChanged 0
		SP:Iteration 100F (573.130000 sec): 3 clusters
  Score: Raw -17729833.505160 + Penalty 5808.251707 = -17724025.253453
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (17754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (573.240000 sec): 2 clusters
  Score: Raw -2677111.127791 + Penalty 2426.522798 = -2674684.604993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (573.300000 sec): 3 clusters
  Score: Raw -2666946.952721 + Penalty 4853.045596 = -2662093.907125
  nChanged 7787
		SP:Iteration 1F (573.370000 sec): 3 clusters
  Score: Raw -2671071.433821 + Penalty 4853.045596 = -2666218.388225
  nChanged 994
		SP:Iteration 2F (573.430000 sec): 3 clusters
  Score: Raw -2671518.730736 + Penalty 4853.045596 = -2666665.685140
  nChanged 907
		SP:Iteration 3F (573.490000 sec): 3 clusters
  Score: Raw -2671914.088464 + Penalty 4853.045596 = -2667061.042868
  nChanged 804
		SP:Iteration 4Q (573.560000 sec): 3 clusters
  Score: Raw -2672305.804589 + Penalty 4853.045596 = -2667452.758992
  nChanged 805
		SP:Iteration 5Q (573.630000 sec): 3 clusters
  Score: Raw -2672775.583382 + Penalty 4853.045596 = -2667922.537786
  nChanged 843
		SP:Iteration 6Q (573.700000 sec): 3 clusters
  Score: Raw -2673265.627126 + Penalty 4853.045596 = -2668412.581530
  nChanged 869
		SP:Iteration 7Q (573.760000 sec): 3 clusters
  Score: Raw -2673832.646636 + Penalty 4853.045596 = -2668979.601040
  nChanged 923
		SP:Iteration 8F (573.820000 sec): 3 clusters
  Score: Raw -2674429.090207 + Penalty 4853.045596 = -2669576.044611
  nChanged 920
		SP:Iteration 9F (573.890000 sec): 3 clusters
  Score: Raw -2675046.607595 + Penalty 4853.045596 = -2670193.561999
  nChanged 826
		SP:Iteration 10Q (573.950000 sec): 3 clusters
  Score: Raw -2675613.630161 + Penalty 4853.045596 = -2670760.584565
  nChanged 723
		SP:Iteration 11Q (574.020000 sec): 3 clusters
  Score: Raw -2676116.171335 + Penalty 4853.045596 = -2671263.125739
  nChanged 620
		SP:Iteration 12Q (574.080000 sec): 3 clusters
  Score: Raw -2676512.448643 + Penalty 4853.045596 = -2671659.403047
  nChanged 502
		SP:Iteration 13Q (574.140000 sec): 3 clusters
  Score: Raw -2676785.869899 + Penalty 4853.045596 = -2671932.824302
  nChanged 368
		SP:Iteration 14Q (574.200000 sec): 3 clusters
  Score: Raw -2676963.313829 + Penalty 4853.045596 = -2672110.268232
  nChanged 285
		SP:Iteration 15Q (574.260000 sec): 3 clusters
  Score: Raw -2677087.337417 + Penalty 4853.045596 = -2672234.291821
  nChanged 237
		SP:Iteration 16Q (574.330000 sec): 3 clusters
  Score: Raw -2677190.552227 + Penalty 4853.045596 = -2672337.506631
  nChanged 217
		SP:Iteration 17Q (574.380000 sec): 3 clusters
  Score: Raw -2677273.774789 + Penalty 4853.045596 = -2672420.729193
  nChanged 169
		SP:Iteration 18Q (574.440000 sec): 3 clusters
  Score: Raw -2677331.750636 + Penalty 4853.045596 = -2672478.705040
  nChanged 134
		SP:Iteration 19Q (574.500000 sec): 3 clusters
  Score: Raw -2677374.268089 + Penalty 4853.045596 = -2672521.222493
  nChanged 117
		SP:Iteration 20F (574.570000 sec): 3 clusters
  Score: Raw -2677410.878292 + Penalty 4853.045596 = -2672557.832695
  nChanged 99
		SP:Iteration 21Q (574.620000 sec): 3 clusters
  Score: Raw -2677435.082940 + Penalty 4853.045596 = -2672582.037344
  nChanged 82
		SP:Iteration 22Q (574.680000 sec): 3 clusters
  Score: Raw -2677454.849279 + Penalty 4853.045596 = -2672601.803682
  nChanged 83
		SP:Iteration 23Q (574.740000 sec): 3 clusters
  Score: Raw -2677474.471722 + Penalty 4853.045596 = -2672621.426126
  nChanged 91
		SP:Iteration 24Q (574.800000 sec): 3 clusters
  Score: Raw -2677498.871935 + Penalty 4853.045596 = -2672645.826339
  nChanged 82
		SP:Iteration 25Q (574.850000 sec): 3 clusters
  Score: Raw -2677517.136901 + Penalty 4853.045596 = -2672664.091304
  nChanged 69
		SP:Iteration 26Q (574.910000 sec): 3 clusters
  Score: Raw -2677529.764117 + Penalty 4853.045596 = -2672676.718521
  nChanged 45
		SP:Iteration 27Q (574.960000 sec): 3 clusters
  Score: Raw -2677538.140500 + Penalty 4853.045596 = -2672685.094903
  nChanged 34
		SP:Iteration 28Q (575.020000 sec): 3 clusters
  Score: Raw -2677544.238718 + Penalty 4853.045596 = -2672691.193122
  nChanged 39
		SP:Iteration 29Q (575.080000 sec): 3 clusters
  Score: Raw -2677550.635490 + Penalty 4853.045596 = -2672697.589894
  nChanged 31
		SP:Iteration 30Q (575.130000 sec): 3 clusters
  Score: Raw -2677556.347483 + Penalty 4853.045596 = -2672703.301887
  nChanged 27
		SP:Iteration 31Q (575.190000 sec): 3 clusters
  Score: Raw -2677560.991120 + Penalty 4853.045596 = -2672707.945523
  nChanged 26
		SP:Iteration 32Q (575.240000 sec): 3 clusters
  Score: Raw -2677564.879454 + Penalty 4853.045596 = -2672711.833858
  nChanged 24
		SP:Iteration 33Q (575.300000 sec): 3 clusters
  Score: Raw -2677568.219503 + Penalty 4853.045596 = -2672715.173906
  nChanged 23
		SP:Iteration 34Q (575.360000 sec): 3 clusters
  Score: Raw -2677571.806700 + Penalty 4853.045596 = -2672718.761104
  nChanged 17
		SP:Iteration 35Q (575.410000 sec): 3 clusters
  Score: Raw -2677574.780436 + Penalty 4853.045596 = -2672721.734839
  nChanged 22
		SP:Iteration 36Q (575.460000 sec): 3 clusters
  Score: Raw -2677578.123710 + Penalty 4853.045596 = -2672725.078113
  nChanged 19
		SP:Iteration 37Q (575.520000 sec): 3 clusters
  Score: Raw -2677581.255895 + Penalty 4853.045596 = -2672728.210299
  nChanged 12
		SP:Iteration 38Q (575.580000 sec): 3 clusters
  Score: Raw -2677582.980868 + Penalty 4853.045596 = -2672729.935272
  nChanged 11
		SP:Iteration 39Q (575.630000 sec): 3 clusters
  Score: Raw -2677584.501760 + Penalty 4853.045596 = -2672731.456164
  nChanged 7
		SP:Iteration 40F (575.700000 sec): 3 clusters
  Score: Raw -2677585.479590 + Penalty 4853.045596 = -2672732.433993
  nChanged 5
		SP:Iteration 41Q (575.750000 sec): 3 clusters
  Score: Raw -2677586.030021 + Penalty 4853.045596 = -2672732.984425
  nChanged 4
		SP:Iteration 42Q (575.810000 sec): 3 clusters
  Score: Raw -2677586.901173 + Penalty 4853.045596 = -2672733.855577
  nChanged 6
		SP:Iteration 43Q (575.860000 sec): 3 clusters
  Score: Raw -2677587.679320 + Penalty 4853.045596 = -2672734.633724
  nChanged 5
		SP:Iteration 44Q (575.920000 sec): 3 clusters
  Score: Raw -2677588.557884 + Penalty 4853.045596 = -2672735.512287
  nChanged 7
		SP:Iteration 45Q (575.970000 sec): 3 clusters
  Score: Raw -2677589.415895 + Penalty 4853.045596 = -2672736.370299
  nChanged 3
		SP:Iteration 46Q (576.030000 sec): 3 clusters
  Score: Raw -2677589.669420 + Penalty 4853.045596 = -2672736.623824
  nChanged 2
		SP:Iteration 47Q (576.080000 sec): 3 clusters
  Score: Raw -2677589.897577 + Penalty 4853.045596 = -2672736.851981
  nChanged 3
		SP:Iteration 48Q (576.140000 sec): 3 clusters
  Score: Raw -2677590.239952 + Penalty 4853.045596 = -2672737.194356
  nChanged 1
		SP:Iteration 49Q (576.200000 sec): 3 clusters
  Score: Raw -2677590.399528 + Penalty 4853.045596 = -2672737.353932
  nChanged 2
		SP:Iteration 50Q (576.250000 sec): 3 clusters
  Score: Raw -2677590.680607 + Penalty 4853.045596 = -2672737.635011
  nChanged 3
		SP:Iteration 51Q (576.300000 sec): 3 clusters
  Score: Raw -2677590.930883 + Penalty 4853.045596 = -2672737.885287
  nChanged 0
		SP:Iteration 52F (576.370000 sec): 3 clusters
  Score: Raw -2677590.930883 + Penalty 4853.045596 = -2672737.885287
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (8108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (576.400000 sec): 2 clusters
  Score: Raw -1148582.462282 + Penalty 2232.150414 = -1146350.311868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (576.430000 sec): 3 clusters
  Score: Raw -1144394.039099 + Penalty 4464.300828 = -1139929.738272
  nChanged 3278
		SP:Iteration 1F (576.460000 sec): 3 clusters
  Score: Raw -1146212.503152 + Penalty 4464.300828 = -1141748.202324
  nChanged 526
		SP:Iteration 2F (576.490000 sec): 3 clusters
  Score: Raw -1146506.745780 + Penalty 4464.300828 = -1142042.444953
  nChanged 419
		SP:Iteration 3F (576.520000 sec): 3 clusters
  Score: Raw -1146711.629413 + Penalty 4464.300828 = -1142247.328585
  nChanged 309
		SP:Iteration 4Q (576.550000 sec): 3 clusters
  Score: Raw -1146856.463754 + Penalty 4464.300828 = -1142392.162926
  nChanged 288
		SP:Iteration 5Q (576.580000 sec): 3 clusters
  Score: Raw -1147008.912079 + Penalty 4464.300828 = -1142544.611252
  nChanged 294
		SP:Iteration 6Q (576.610000 sec): 3 clusters
  Score: Raw -1147167.871315 + Penalty 4464.300828 = -1142703.570488
  nChanged 295
		SP:Iteration 7Q (576.640000 sec): 3 clusters
  Score: Raw -1147341.133813 + Penalty 4464.300828 = -1142876.832985
  nChanged 296
		SP:Iteration 8Q (576.670000 sec): 3 clusters
  Score: Raw -1147525.624012 + Penalty 4464.300828 = -1143061.323184
  nChanged 277
		SP:Iteration 9Q (576.700000 sec): 3 clusters
  Score: Raw -1147710.116162 + Penalty 4464.300828 = -1143245.815334
  nChanged 282
		SP:Iteration 10Q (576.720000 sec): 3 clusters
  Score: Raw -1147912.048845 + Penalty 4464.300828 = -1143447.748017
  nChanged 291
		SP:Iteration 11Q (576.750000 sec): 3 clusters
  Score: Raw -1148148.721251 + Penalty 4464.300828 = -1143684.420423
  nChanged 275
		SP:Iteration 12Q (576.780000 sec): 3 clusters
  Score: Raw -1148370.212639 + Penalty 4464.300828 = -1143905.911811
  nChanged 246
		SP:Iteration 13Q (576.810000 sec): 3 clusters
  Score: Raw -1148580.481976 + Penalty 4464.300828 = -1144116.181148
  nChanged 226
		SP:Iteration 14Q (576.840000 sec): 3 clusters
  Score: Raw -1148782.918388 + Penalty 4464.300828 = -1144318.617561
  nChanged 178
		SP:Iteration 15Q (576.860000 sec): 3 clusters
  Score: Raw -1148944.215112 + Penalty 4464.300828 = -1144479.914284
  nChanged 174
		SP:Iteration 16Q (576.890000 sec): 3 clusters
  Score: Raw -1149117.234292 + Penalty 4464.300828 = -1144652.933464
  nChanged 155
		SP:Iteration 17Q (576.920000 sec): 3 clusters
  Score: Raw -1149260.247078 + Penalty 4464.300828 = -1144795.946250
  nChanged 121
		SP:Iteration 18Q (576.940000 sec): 3 clusters
  Score: Raw -1149370.512756 + Penalty 4464.300828 = -1144906.211928
  nChanged 109
		SP:Iteration 19Q (576.970000 sec): 3 clusters
  Score: Raw -1149487.683965 + Penalty 4464.300828 = -1145023.383138
  nChanged 137
		SP:Iteration 20F (577.000000 sec): 3 clusters
  Score: Raw -1149583.068869 + Penalty 4464.300828 = -1145118.768042
  nChanged 101
		SP:Iteration 21Q (577.020000 sec): 3 clusters
  Score: Raw -1149646.885797 + Penalty 4464.300828 = -1145182.584969
  nChanged 64
		SP:Iteration 22Q (577.050000 sec): 3 clusters
  Score: Raw -1149678.283994 + Penalty 4464.300828 = -1145213.983166
  nChanged 46
		SP:Iteration 23Q (577.070000 sec): 3 clusters
  Score: Raw -1149699.460477 + Penalty 4464.300828 = -1145235.159649
  nChanged 38
		SP:Iteration 24Q (577.100000 sec): 3 clusters
  Score: Raw -1149711.825038 + Penalty 4464.300828 = -1145247.524210
  nChanged 21
		SP:Iteration 25Q (577.120000 sec): 3 clusters
  Score: Raw -1149720.604526 + Penalty 4464.300828 = -1145256.303698
  nChanged 13
		SP:Iteration 26Q (577.150000 sec): 3 clusters
  Score: Raw -1149724.407066 + Penalty 4464.300828 = -1145260.106239
  nChanged 16
		SP:Iteration 27Q (577.170000 sec): 3 clusters
  Score: Raw -1149729.730501 + Penalty 4464.300828 = -1145265.429673
  nChanged 11
		SP:Iteration 28Q (577.200000 sec): 3 clusters
  Score: Raw -1149733.465655 + Penalty 4464.300828 = -1145269.164828
  nChanged 8
		SP:Iteration 29Q (577.220000 sec): 3 clusters
  Score: Raw -1149735.653165 + Penalty 4464.300828 = -1145271.352337
  nChanged 5
		SP:Iteration 30Q (577.240000 sec): 3 clusters
  Score: Raw -1149737.104044 + Penalty 4464.300828 = -1145272.803216
  nChanged 3
		SP:Iteration 31Q (577.270000 sec): 3 clusters
  Score: Raw -1149738.062702 + Penalty 4464.300828 = -1145273.761874
  nChanged 2
		SP:Iteration 32Q (577.300000 sec): 3 clusters
  Score: Raw -1149738.776348 + Penalty 4464.300828 = -1145274.475520
  nChanged 3
		SP:Iteration 33Q (577.320000 sec): 3 clusters
  Score: Raw -1149739.863631 + Penalty 4464.300828 = -1145275.562803
  nChanged 4
		SP:Iteration 34Q (577.340000 sec): 3 clusters
  Score: Raw -1149740.906309 + Penalty 4464.300828 = -1145276.605481
  nChanged 3
		SP:Iteration 35Q (577.370000 sec): 3 clusters
  Score: Raw -1149742.044701 + Penalty 4464.300828 = -1145277.743873
  nChanged 3
		SP:Iteration 36Q (577.390000 sec): 3 clusters
  Score: Raw -1149742.694331 + Penalty 4464.300828 = -1145278.393503
  nChanged 1
		SP:Iteration 37Q (577.420000 sec): 3 clusters
  Score: Raw -1149742.871757 + Penalty 4464.300828 = -1145278.570930
  nChanged 0
		SP:Iteration 38F (577.450000 sec): 3 clusters
  Score: Raw -1149742.871757 + Penalty 4464.300828 = -1145278.570930
  nChanged 0
Iteration 20F (601.380000 sec): 22 clusters
  Score: Raw -117467146.010613 + Penalty 70868.408463 = -117396277.602150
  nChanged 13151
Iteration 21Q (609.330000 sec): 22 clusters
  Score: Raw -117480321.324480 + Penalty 70868.408463 = -117409452.916016
  nChanged 10091
Iteration 22Q (616.910000 sec): 22 clusters
  Score: Raw -117483520.126695 + Penalty 70868.408463 = -117412651.718232
  nChanged 8773
Iteration 23Q (624.380000 sec): 22 clusters
  Score: Raw -117485724.769856 + Penalty 70868.408463 = -117414856.361393
  nChanged 7731
Iteration 24Q (631.830000 sec): 22 clusters
  Score: Raw -117487354.244498 + Penalty 70868.408463 = -117416485.836035
  nChanged 6807
Iteration 25Q (639.250000 sec): 22 clusters
  Score: Raw -117488689.719103 + Penalty 70868.408463 = -117417821.310640
  nChanged 6238
Iteration 26Q (646.640000 sec): 22 clusters
  Score: Raw -117489996.137717 + Penalty 70868.408463 = -117419127.729253
  nChanged 5758
Iteration 27Q (654.040000 sec): 22 clusters
  Score: Raw -117491083.150551 + Penalty 70868.408463 = -117420214.742088
  nChanged 5351
Iteration 28Q (661.420000 sec): 22 clusters
  Score: Raw -117491914.371092 + Penalty 70868.408463 = -117421045.962629
  nChanged 5013
Iteration 29Q (668.770000 sec): 22 clusters
  Score: Raw -117492657.884777 + Penalty 70868.408463 = -117421789.476314
  nChanged 4796
Iteration 30Q (676.110000 sec): 22 clusters
  Score: Raw -117493310.571121 + Penalty 70868.408463 = -117422442.162657
  nChanged 4591
Iteration 31Q (683.420000 sec): 22 clusters
  Score: Raw -117493896.317894 + Penalty 70868.408463 = -117423027.909430
  nChanged 4358
Iteration 32Q (690.720000 sec): 22 clusters
  Score: Raw -117494445.958750 + Penalty 70868.408463 = -117423577.550286
  nChanged 4220
Iteration 33Q (698.040000 sec): 22 clusters
  Score: Raw -117494961.984438 + Penalty 70868.408463 = -117424093.575975
  nChanged 4065
Iteration 34Q (705.380000 sec): 22 clusters
  Score: Raw -117495451.103215 + Penalty 70868.408463 = -117424582.694752
  nChanged 3974
Iteration 35Q (712.680000 sec): 22 clusters
  Score: Raw -117495932.318738 + Penalty 70868.408463 = -117425063.910275
  nChanged 3886
Iteration 36Q (719.970000 sec): 22 clusters
  Score: Raw -117496404.769275 + Penalty 70868.408463 = -117425536.360812
  nChanged 3802
Iteration 37Q (727.250000 sec): 22 clusters
  Score: Raw -117496850.294640 + Penalty 70868.408463 = -117425981.886177
  nChanged 3701
Iteration 38Q (734.540000 sec): 22 clusters
  Score: Raw -117497257.209101 + Penalty 70868.408463 = -117426388.800638
  nChanged 3654
Iteration 39Q (741.800000 sec): 22 clusters
  Score: Raw -117497645.721851 + Penalty 70868.408463 = -117426777.313388
  nChanged 3628
Iteration 40F (765.570000 sec): 22 clusters
  Score: Raw -117503501.555366 + Penalty 70868.408463 = -117432633.146903
  nChanged 3920
Iteration 41Q (773.160000 sec): 22 clusters
  Score: Raw -117508333.066499 + Penalty 70868.408463 = -117437464.658036
  nChanged 3826
Iteration 42Q (780.750000 sec): 22 clusters
  Score: Raw -117509235.778553 + Penalty 70868.408463 = -117438367.370090
  nChanged 3771
Iteration 43Q (788.300000 sec): 22 clusters
  Score: Raw -117509967.189150 + Penalty 70868.408463 = -117439098.780687
  nChanged 3975
Iteration 44Q (795.890000 sec): 22 clusters
  Score: Raw -117510519.043151 + Penalty 70868.408463 = -117439650.634688
  nChanged 4026
Iteration 45Q (803.430000 sec): 22 clusters
  Score: Raw -117511203.263135 + Penalty 70868.408463 = -117440334.854672
  nChanged 3999
Iteration 46Q (810.980000 sec): 22 clusters
  Score: Raw -117511909.685521 + Penalty 70868.408463 = -117441041.277057
  nChanged 3996
Iteration 47Q (818.520000 sec): 22 clusters
  Score: Raw -117512618.958021 + Penalty 70868.408463 = -117441750.549557
  nChanged 3971
Iteration 48Q (826.050000 sec): 22 clusters
  Score: Raw -117513507.374515 + Penalty 70868.408463 = -117442638.966052
  nChanged 4014
Iteration 49Q (833.580000 sec): 22 clusters
  Score: Raw -117513885.656062 + Penalty 70868.408463 = -117443017.247599
  nChanged 4013
Iteration 50Q (841.100000 sec): 22 clusters
  Score: Raw -117514245.912503 + Penalty 70868.408463 = -117443377.504040
  nChanged 4179
Iteration 51Q (848.620000 sec): 22 clusters
  Score: Raw -117514622.420394 + Penalty 70868.408463 = -117443754.011931
  nChanged 4231
Iteration 52Q (856.130000 sec): 22 clusters
  Score: Raw -117515019.218435 + Penalty 70868.408463 = -117444150.809972
  nChanged 4440
Iteration 53Q (863.640000 sec): 22 clusters
  Score: Raw -117515453.117096 + Penalty 70868.408463 = -117444584.708633
  nChanged 4599
Iteration 54Q (871.150000 sec): 22 clusters
  Score: Raw -117515938.834778 + Penalty 70868.408463 = -117445070.426314
  nChanged 4983
Iteration 55Q (878.670000 sec): 22 clusters
  Score: Raw -117516514.705281 + Penalty 70868.408463 = -117445646.296818
  nChanged 5408
Iteration 56Q (886.220000 sec): 22 clusters
  Score: Raw -117517221.106149 + Penalty 70868.408463 = -117446352.697685
  nChanged 5893
Iteration 57Q (893.760000 sec): 22 clusters
  Score: Raw -117518076.207016 + Penalty 70868.408463 = -117447207.798553
  nChanged 6478
Iteration 58Q (901.300000 sec): 22 clusters
  Score: Raw -117519123.596388 + Penalty 70868.408463 = -117448255.187924
  nChanged 7103
Writing temp clu file 
Because OldScore, -117447207.798553, is greater than current (better) Score,-117448255.187924 
 Compute initial score before splitting:   Score: Raw -117519123.596388 + Penalty 70868.408463 = -117448255.187924
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (1300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.460000 sec): 2 clusters
  Score: Raw -189433.906082 + Penalty 1778.189647 = -187655.716435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.470000 sec): 3 clusters
  Score: Raw -189023.702042 + Penalty 3556.379294 = -185467.322748
  nChanged 362
		SP:Iteration 1F (901.480000 sec): 3 clusters
  Score: Raw -189325.263470 + Penalty 3556.379294 = -185768.884176
  nChanged 84
		SP:Iteration 2F (901.480000 sec): 3 clusters
  Score: Raw -189411.472400 + Penalty 3556.379294 = -185855.093106
  nChanged 40
		SP:Iteration 3Q (901.480000 sec): 3 clusters
  Score: Raw -189453.589720 + Penalty 3556.379294 = -185897.210426
  nChanged 24
		SP:Iteration 4Q (901.490000 sec): 3 clusters
  Score: Raw -189484.640767 + Penalty 3556.379294 = -185928.261473
  nChanged 18
		SP:Iteration 5Q (901.500000 sec): 3 clusters
  Score: Raw -189504.428618 + Penalty 3556.379294 = -185948.049324
  nChanged 13
		SP:Iteration 6Q (901.500000 sec): 3 clusters
  Score: Raw -189521.789684 + Penalty 3556.379294 = -185965.410390
  nChanged 20
		SP:Iteration 7Q (901.500000 sec): 3 clusters
  Score: Raw -189539.324066 + Penalty 3556.379294 = -185982.944772
  nChanged 9
		SP:Iteration 8Q (901.510000 sec): 3 clusters
  Score: Raw -189548.663909 + Penalty 3556.379294 = -185992.284616
  nChanged 11
		SP:Iteration 9Q (901.520000 sec): 3 clusters
  Score: Raw -189558.763303 + Penalty 3556.379294 = -186002.384010
  nChanged 13
		SP:Iteration 10Q (901.520000 sec): 3 clusters
  Score: Raw -189570.255187 + Penalty 3556.379294 = -186013.875893
  nChanged 12
		SP:Iteration 11Q (901.520000 sec): 3 clusters
  Score: Raw -189581.442520 + Penalty 3556.379294 = -186025.063226
  nChanged 11
		SP:Iteration 12Q (901.530000 sec): 3 clusters
  Score: Raw -189593.036681 + Penalty 3556.379294 = -186036.657387
  nChanged 8
		SP:Iteration 13Q (901.540000 sec): 3 clusters
  Score: Raw -189598.774900 + Penalty 3556.379294 = -186042.395607
  nChanged 5
		SP:Iteration 14Q (901.540000 sec): 3 clusters
  Score: Raw -189603.066750 + Penalty 3556.379294 = -186046.687457
  nChanged 5
		SP:Iteration 15Q (901.550000 sec): 3 clusters
  Score: Raw -189608.925555 + Penalty 3556.379294 = -186052.546261
  nChanged 5
		SP:Iteration 16Q (901.550000 sec): 3 clusters
  Score: Raw -189617.078012 + Penalty 3556.379294 = -186060.698718
  nChanged 4
		SP:Iteration 17Q (901.560000 sec): 3 clusters
  Score: Raw -189620.544208 + Penalty 3556.379294 = -186064.164914
  nChanged 2
		SP:Iteration 18Q (901.560000 sec): 3 clusters
  Score: Raw -189623.031611 + Penalty 3556.379294 = -186066.652318
  nChanged 0
		SP:Iteration 19F (901.570000 sec): 3 clusters
  Score: Raw -189623.031611 + Penalty 3556.379294 = -186066.652318
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.580000 sec): 2 clusters
  Score: Raw -182124.288917 + Penalty 1765.268019 = -180359.020899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.580000 sec): 3 clusters
  Score: Raw -181784.649686 + Penalty 3530.536037 = -178254.113649
  nChanged 338
		SP:Iteration 1F (901.580000 sec): 3 clusters
  Score: Raw -182137.906601 + Penalty 3530.536037 = -178607.370563
  nChanged 94
		SP:Iteration 2F (901.590000 sec): 3 clusters
  Score: Raw -182286.327721 + Penalty 3530.536037 = -178755.791683
  nChanged 67
		SP:Iteration 3F (901.590000 sec): 3 clusters
  Score: Raw -182359.912015 + Penalty 3530.536037 = -178829.375978
  nChanged 30
		SP:Iteration 4Q (901.600000 sec): 3 clusters
  Score: Raw -182398.244317 + Penalty 3530.536037 = -178867.708280
  nChanged 22
		SP:Iteration 5Q (901.600000 sec): 3 clusters
  Score: Raw -182420.859356 + Penalty 3530.536037 = -178890.323318
  nChanged 13
		SP:Iteration 6Q (901.610000 sec): 3 clusters
  Score: Raw -182436.319545 + Penalty 3530.536037 = -178905.783508
  nChanged 12
		SP:Iteration 7Q (901.610000 sec): 3 clusters
  Score: Raw -182443.885440 + Penalty 3530.536037 = -178913.349402
  nChanged 6
		SP:Iteration 8Q (901.620000 sec): 3 clusters
  Score: Raw -182448.785276 + Penalty 3530.536037 = -178918.249239
  nChanged 5
		SP:Iteration 9Q (901.620000 sec): 3 clusters
  Score: Raw -182456.832323 + Penalty 3530.536037 = -178926.296285
  nChanged 6
		SP:Iteration 10Q (901.630000 sec): 3 clusters
  Score: Raw -182463.285120 + Penalty 3530.536037 = -178932.749083
  nChanged 6
		SP:Iteration 11Q (901.630000 sec): 3 clusters
  Score: Raw -182467.565959 + Penalty 3530.536037 = -178937.029921
  nChanged 2
		SP:Iteration 12Q (901.640000 sec): 3 clusters
  Score: Raw -182469.188512 + Penalty 3530.536037 = -178938.652475
  nChanged 1
		SP:Iteration 13Q (901.640000 sec): 3 clusters
  Score: Raw -182470.944469 + Penalty 3530.536037 = -178940.408432
  nChanged 1
		SP:Iteration 14Q (901.650000 sec): 3 clusters
  Score: Raw -182472.856376 + Penalty 3530.536037 = -178942.320339
  nChanged 1
		SP:Iteration 15Q (901.650000 sec): 3 clusters
  Score: Raw -182473.011040 + Penalty 3530.536037 = -178942.475003
  nChanged 0
		SP:Iteration 16F (901.660000 sec): 3 clusters
  Score: Raw -182473.011040 + Penalty 3530.536037 = -178942.475003
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.660000 sec): 2 clusters
  Score: Raw -57770.450672 + Penalty 1522.156309 = -56248.294363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.660000 sec): 3 clusters
  Score: Raw -58098.531365 + Penalty 3044.312619 = -55054.218746
  nChanged 118
		SP:Iteration 1F (901.660000 sec): 3 clusters
  Score: Raw -58636.489317 + Penalty 3044.312619 = -55592.176698
  nChanged 77
		SP:Iteration 2F (901.670000 sec): 3 clusters
  Score: Raw -59035.564592 + Penalty 3044.312619 = -55991.251974
  nChanged 18
		SP:Iteration 3Q (901.670000 sec): 3 clusters
  Score: Raw -59285.398585 + Penalty 3044.312619 = -56241.085966
  nChanged 12
		SP:Iteration 4Q (901.670000 sec): 3 clusters
  Score: Raw -59389.825130 + Penalty 3044.312619 = -56345.512511
  nChanged 7
		SP:Iteration 5Q (901.670000 sec): 3 clusters
  Score: Raw -59602.271846 + Penalty 3044.312619 = -56557.959227
  nChanged 5
		SP:Iteration 6Q (901.670000 sec): 3 clusters
  Score: Raw -59863.463716 + Penalty 3044.312619 = -56819.151097
  nChanged 5
		SP:Iteration 7Q (901.670000 sec): 3 clusters
  Score: Raw -59930.342886 + Penalty 3044.312619 = -56886.030267
  nChanged 4
		SP:Iteration 8Q (901.680000 sec): 3 clusters
  Score: Raw -59951.841181 + Penalty 3044.312619 = -56907.528562
  nChanged 5
		SP:Iteration 9Q (901.680000 sec): 3 clusters
  Score: Raw -59975.036365 + Penalty 3044.312619 = -56930.723747
  nChanged 1
		SP:Iteration 10Q (901.680000 sec): 3 clusters
  Score: Raw -59977.888359 + Penalty 3044.312619 = -56933.575740
  nChanged 0
		SP:Iteration 11F (901.680000 sec): 3 clusters
  Score: Raw -59982.080228 + Penalty 3044.312619 = -56937.767609
  nChanged 1
		SP:Iteration 12Q (901.680000 sec): 3 clusters
  Score: Raw -59988.372581 + Penalty 3044.312619 = -56944.059963
  nChanged 0
		SP:Iteration 13F (901.680000 sec): 3 clusters
  Score: Raw -59988.372581 + Penalty 3044.312619 = -56944.059963
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 22.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (1654 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.700000 sec): 2 clusters
  Score: Raw -242793.460689 + Penalty 1837.916065 = -240955.544624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.700000 sec): 3 clusters
  Score: Raw -242231.930939 + Penalty 3675.832130 = -238556.098808
  nChanged 486
		SP:Iteration 1F (901.710000 sec): 3 clusters
  Score: Raw -242604.968069 + Penalty 3675.832130 = -238929.135939
  nChanged 112
		SP:Iteration 2F (901.720000 sec): 3 clusters
  Score: Raw -242705.290817 + Penalty 3675.832130 = -239029.458687
  nChanged 67
		SP:Iteration 3Q (901.720000 sec): 3 clusters
  Score: Raw -242754.178928 + Penalty 3675.832130 = -239078.346798
  nChanged 44
		SP:Iteration 4Q (901.730000 sec): 3 clusters
  Score: Raw -242793.461312 + Penalty 3675.832130 = -239117.629182
  nChanged 22
		SP:Iteration 5Q (901.740000 sec): 3 clusters
  Score: Raw -242818.608862 + Penalty 3675.832130 = -239142.776731
  nChanged 23
		SP:Iteration 6Q (901.740000 sec): 3 clusters
  Score: Raw -242845.723048 + Penalty 3675.832130 = -239169.890917
  nChanged 22
		SP:Iteration 7Q (901.750000 sec): 3 clusters
  Score: Raw -242860.306583 + Penalty 3675.832130 = -239184.474453
  nChanged 15
		SP:Iteration 8Q (901.750000 sec): 3 clusters
  Score: Raw -242873.602448 + Penalty 3675.832130 = -239197.770318
  nChanged 9
		SP:Iteration 9Q (901.760000 sec): 3 clusters
  Score: Raw -242880.637985 + Penalty 3675.832130 = -239204.805855
  nChanged 4
		SP:Iteration 10Q (901.770000 sec): 3 clusters
  Score: Raw -242883.827565 + Penalty 3675.832130 = -239207.995435
  nChanged 7
		SP:Iteration 11Q (901.770000 sec): 3 clusters
  Score: Raw -242889.071841 + Penalty 3675.832130 = -239213.239711
  nChanged 3
		SP:Iteration 12Q (901.780000 sec): 3 clusters
  Score: Raw -242891.434703 + Penalty 3675.832130 = -239215.602572
  nChanged 4
		SP:Iteration 13Q (901.780000 sec): 3 clusters
  Score: Raw -242893.591913 + Penalty 3675.832130 = -239217.759782
  nChanged 0
		SP:Iteration 14F (901.790000 sec): 3 clusters
  Score: Raw -242893.591913 + Penalty 3675.832130 = -239217.759782
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (1057 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.800000 sec): 2 clusters
  Score: Raw -137554.486300 + Penalty 1726.871116 = -135827.615183
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (901.800000 sec): 3 clusters
  Score: Raw -137410.721518 + Penalty 3453.742233 = -133956.979285
  nChanged 326
		SP:Iteration 1F (901.810000 sec): 3 clusters
  Score: Raw -138363.509565 + Penalty 3453.742233 = -134909.767332
  nChanged 143
		SP:Iteration 2F (901.810000 sec): 3 clusters
  Score: Raw -138901.306244 + Penalty 3453.742233 = -135447.564011
  nChanged 62
		SP:Iteration 3F (901.820000 sec): 3 clusters
  Score: Raw -139100.256417 + Penalty 3453.742233 = -135646.514184
  nChanged 36
		SP:Iteration 4Q (901.820000 sec): 3 clusters
  Score: Raw -139190.712807 + Penalty 3453.742233 = -135736.970574
  nChanged 19
		SP:Iteration 5Q (901.820000 sec): 3 clusters
  Score: Raw -139225.419042 + Penalty 3453.742233 = -135771.676809
  nChanged 9
		SP:Iteration 6Q (901.830000 sec): 3 clusters
  Score: Raw -139245.108695 + Penalty 3453.742233 = -135791.366462
  nChanged 8
		SP:Iteration 7Q (901.830000 sec): 3 clusters
  Score: Raw -139278.934716 + Penalty 3453.742233 = -135825.192483
  nChanged 11
		SP:Iteration 8Q (901.830000 sec): 3 clusters
  Score: Raw -139324.994936 + Penalty 3453.742233 = -135871.252703
  nChanged 11
		SP:Iteration 9Q (901.840000 sec): 3 clusters
  Score: Raw -139350.977884 + Penalty 3453.742233 = -135897.235651
  nChanged 13
		SP:Iteration 10Q (901.840000 sec): 3 clusters
  Score: Raw -139393.491184 + Penalty 3453.742233 = -135939.748951
  nChanged 21
		SP:Iteration 11Q (901.840000 sec): 3 clusters
  Score: Raw -139453.475007 + Penalty 3453.742233 = -135999.732774
  nChanged 16
		SP:Iteration 12Q (901.850000 sec): 3 clusters
  Score: Raw -139512.606870 + Penalty 3453.742233 = -136058.864637
  nChanged 22
		SP:Iteration 13Q (901.850000 sec): 3 clusters
  Score: Raw -139592.878732 + Penalty 3453.742233 = -136139.136499
  nChanged 29
		SP:Iteration 14Q (901.850000 sec): 3 clusters
  Score: Raw -139740.368543 + Penalty 3453.742233 = -136286.626310
  nChanged 35
		SP:Iteration 15Q (901.860000 sec): 3 clusters
  Score: Raw -139943.017416 + Penalty 3453.742233 = -136489.275183
  nChanged 28
		SP:Iteration 16Q (901.860000 sec): 3 clusters
  Score: Raw -140116.859103 + Penalty 3453.742233 = -136663.116870
  nChanged 19
		SP:Iteration 17Q (901.860000 sec): 3 clusters
  Score: Raw -140249.355443 + Penalty 3453.742233 = -136795.613210
  nChanged 18
		SP:Iteration 18Q (901.870000 sec): 3 clusters
  Score: Raw -140325.863472 + Penalty 3453.742233 = -136872.121239
  nChanged 9
		SP:Iteration 19Q (901.870000 sec): 3 clusters
  Score: Raw -140348.401601 + Penalty 3453.742233 = -136894.659368
  nChanged 1
		SP:Iteration 20F (901.870000 sec): 3 clusters
  Score: Raw -140354.270873 + Penalty 3453.742233 = -136900.528640
  nChanged 1
		SP:Iteration 21Q (901.880000 sec): 3 clusters
  Score: Raw -140357.736782 + Penalty 3453.742233 = -136903.994549
  nChanged 0
		SP:Iteration 22F (901.880000 sec): 3 clusters
  Score: Raw -140357.736782 + Penalty 3453.742233 = -136903.994549
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 23.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (19609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (901.960000 sec): 2 clusters
  Score: Raw -2715613.375330 + Penalty 2451.168493 = -2713162.206837
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (902.040000 sec): 3 clusters
  Score: Raw -2704199.277454 + Penalty 4902.336986 = -2699296.940468
  nChanged 8641
		SP:Iteration 1F (902.120000 sec): 3 clusters
  Score: Raw -2708786.040295 + Penalty 4902.336986 = -2703883.703309
  nChanged 1123
		SP:Iteration 2F (902.200000 sec): 3 clusters
  Score: Raw -2709273.003791 + Penalty 4902.336986 = -2704370.666805
  nChanged 1016
		SP:Iteration 3F (902.280000 sec): 3 clusters
  Score: Raw -2709711.972191 + Penalty 4902.336986 = -2704809.635205
  nChanged 948
		SP:Iteration 4Q (902.360000 sec): 3 clusters
  Score: Raw -2710148.334168 + Penalty 4902.336986 = -2705245.997182
  nChanged 883
		SP:Iteration 5Q (902.430000 sec): 3 clusters
  Score: Raw -2710555.944109 + Penalty 4902.336986 = -2705653.607123
  nChanged 867
		SP:Iteration 6Q (902.510000 sec): 3 clusters
  Score: Raw -2710971.298827 + Penalty 4902.336986 = -2706068.961841
  nChanged 856
		SP:Iteration 7Q (902.590000 sec): 3 clusters
  Score: Raw -2711392.741956 + Penalty 4902.336986 = -2706490.404970
  nChanged 805
		SP:Iteration 8Q (902.670000 sec): 3 clusters
  Score: Raw -2711814.362694 + Penalty 4902.336986 = -2706912.025708
  nChanged 800
		SP:Iteration 9Q (902.750000 sec): 3 clusters
  Score: Raw -2712232.303380 + Penalty 4902.336986 = -2707329.966394
  nChanged 773
		SP:Iteration 10Q (902.830000 sec): 3 clusters
  Score: Raw -2712601.498453 + Penalty 4902.336986 = -2707699.161467
  nChanged 651
		SP:Iteration 11Q (902.910000 sec): 3 clusters
  Score: Raw -2712899.102041 + Penalty 4902.336986 = -2707996.765055
  nChanged 619
		SP:Iteration 12Q (902.990000 sec): 3 clusters
  Score: Raw -2713150.949152 + Penalty 4902.336986 = -2708248.612166
  nChanged 499
		SP:Iteration 13Q (903.070000 sec): 3 clusters
  Score: Raw -2713335.084441 + Penalty 4902.336986 = -2708432.747455
  nChanged 403
		SP:Iteration 14Q (903.140000 sec): 3 clusters
  Score: Raw -2713473.516066 + Penalty 4902.336986 = -2708571.179080
  nChanged 335
		SP:Iteration 15Q (903.220000 sec): 3 clusters
  Score: Raw -2713566.243818 + Penalty 4902.336986 = -2708663.906832
  nChanged 275
		SP:Iteration 16Q (903.300000 sec): 3 clusters
  Score: Raw -2713646.145158 + Penalty 4902.336986 = -2708743.808172
  nChanged 248
		SP:Iteration 17Q (903.380000 sec): 3 clusters
  Score: Raw -2713718.443902 + Penalty 4902.336986 = -2708816.106916
  nChanged 231
		SP:Iteration 18Q (903.450000 sec): 3 clusters
  Score: Raw -2713780.007044 + Penalty 4902.336986 = -2708877.670058
  nChanged 220
		SP:Iteration 19Q (903.530000 sec): 3 clusters
  Score: Raw -2713845.837339 + Penalty 4902.336986 = -2708943.500353
  nChanged 231
		SP:Iteration 20F (903.600000 sec): 3 clusters
  Score: Raw -2713928.680976 + Penalty 4902.336986 = -2709026.343990
  nChanged 256
		SP:Iteration 21Q (903.680000 sec): 3 clusters
  Score: Raw -2714013.937100 + Penalty 4902.336986 = -2709111.600114
  nChanged 235
		SP:Iteration 22Q (903.750000 sec): 3 clusters
  Score: Raw -2714081.992791 + Penalty 4902.336986 = -2709179.655805
  nChanged 211
		SP:Iteration 23Q (903.830000 sec): 3 clusters
  Score: Raw -2714148.726577 + Penalty 4902.336986 = -2709246.389590
  nChanged 203
		SP:Iteration 24Q (903.900000 sec): 3 clusters
  Score: Raw -2714210.350450 + Penalty 4902.336986 = -2709308.013464
  nChanged 208
		SP:Iteration 25Q (903.980000 sec): 3 clusters
  Score: Raw -2714273.284171 + Penalty 4902.336986 = -2709370.947185
  nChanged 218
		SP:Iteration 26Q (904.050000 sec): 3 clusters
  Score: Raw -2714335.809337 + Penalty 4902.336986 = -2709433.472351
  nChanged 197
		SP:Iteration 27Q (904.130000 sec): 3 clusters
  Score: Raw -2714385.804597 + Penalty 4902.336986 = -2709483.467611
  nChanged 175
		SP:Iteration 28Q (904.200000 sec): 3 clusters
  Score: Raw -2714436.693163 + Penalty 4902.336986 = -2709534.356177
  nChanged 181
		SP:Iteration 29Q (904.280000 sec): 3 clusters
  Score: Raw -2714489.140869 + Penalty 4902.336986 = -2709586.803883
  nChanged 165
		SP:Iteration 30Q (904.350000 sec): 3 clusters
  Score: Raw -2714534.635920 + Penalty 4902.336986 = -2709632.298934
  nChanged 146
		SP:Iteration 31Q (904.420000 sec): 3 clusters
  Score: Raw -2714577.298208 + Penalty 4902.336986 = -2709674.961222
  nChanged 174
		SP:Iteration 32Q (904.500000 sec): 3 clusters
  Score: Raw -2714633.669376 + Penalty 4902.336986 = -2709731.332390
  nChanged 201
		SP:Iteration 33Q (904.570000 sec): 3 clusters
  Score: Raw -2714711.113579 + Penalty 4902.336986 = -2709808.776593
  nChanged 226
		SP:Iteration 34Q (904.640000 sec): 3 clusters
  Score: Raw -2714798.164633 + Penalty 4902.336986 = -2709895.827647
  nChanged 215
		SP:Iteration 35Q (904.710000 sec): 3 clusters
  Score: Raw -2714879.513736 + Penalty 4902.336986 = -2709977.176750
  nChanged 240
		SP:Iteration 36Q (904.780000 sec): 3 clusters
  Score: Raw -2714979.583488 + Penalty 4902.336986 = -2710077.246502
  nChanged 253
		SP:Iteration 37Q (904.860000 sec): 3 clusters
  Score: Raw -2715090.132148 + Penalty 4902.336986 = -2710187.795162
  nChanged 242
		SP:Iteration 38Q (904.930000 sec): 3 clusters
  Score: Raw -2715205.453597 + Penalty 4902.336986 = -2710303.116611
  nChanged 235
		SP:Iteration 39Q (905.000000 sec): 3 clusters
  Score: Raw -2715314.999941 + Penalty 4902.336986 = -2710412.662955
  nChanged 240
		SP:Iteration 40F (905.080000 sec): 3 clusters
  Score: Raw -2715429.470456 + Penalty 4902.336986 = -2710527.133469
  nChanged 239
		SP:Iteration 41Q (905.150000 sec): 3 clusters
  Score: Raw -2715552.683093 + Penalty 4902.336986 = -2710650.346107
  nChanged 219
		SP:Iteration 42Q (905.220000 sec): 3 clusters
  Score: Raw -2715675.381152 + Penalty 4902.336986 = -2710773.044166
  nChanged 235
		SP:Iteration 43Q (905.290000 sec): 3 clusters
  Score: Raw -2715790.090491 + Penalty 4902.336986 = -2710887.753505
  nChanged 209
		SP:Iteration 44Q (905.360000 sec): 3 clusters
  Score: Raw -2715875.003044 + Penalty 4902.336986 = -2710972.666058
  nChanged 172
		SP:Iteration 45Q (905.420000 sec): 3 clusters
  Score: Raw -2715936.822617 + Penalty 4902.336986 = -2711034.485631
  nChanged 156
		SP:Iteration 46Q (905.490000 sec): 3 clusters
  Score: Raw -2715993.964713 + Penalty 4902.336986 = -2711091.627727
  nChanged 134
		SP:Iteration 47Q (905.560000 sec): 3 clusters
  Score: Raw -2716036.811916 + Penalty 4902.336986 = -2711134.474930
  nChanged 115
		SP:Iteration 48Q (905.630000 sec): 3 clusters
  Score: Raw -2716067.498268 + Penalty 4902.336986 = -2711165.161282
  nChanged 98
		SP:Iteration 49Q (905.700000 sec): 3 clusters
  Score: Raw -2716095.764668 + Penalty 4902.336986 = -2711193.427682
  nChanged 84
		SP:Iteration 50Q (905.760000 sec): 3 clusters
  Score: Raw -2716121.608979 + Penalty 4902.336986 = -2711219.271993
  nChanged 80
		SP:Iteration 51Q (905.830000 sec): 3 clusters
  Score: Raw -2716139.878594 + Penalty 4902.336986 = -2711237.541608
  nChanged 65
		SP:Iteration 52Q (905.890000 sec): 3 clusters
  Score: Raw -2716155.772776 + Penalty 4902.336986 = -2711253.435790
  nChanged 57
		SP:Iteration 53Q (905.960000 sec): 3 clusters
  Score: Raw -2716171.075928 + Penalty 4902.336986 = -2711268.738941
  nChanged 63
		SP:Iteration 54Q (906.020000 sec): 3 clusters
  Score: Raw -2716185.421103 + Penalty 4902.336986 = -2711283.084117
  nChanged 54
		SP:Iteration 55Q (906.090000 sec): 3 clusters
  Score: Raw -2716198.337677 + Penalty 4902.336986 = -2711296.000691
  nChanged 66
		SP:Iteration 56Q (906.160000 sec): 3 clusters
  Score: Raw -2716214.372901 + Penalty 4902.336986 = -2711312.035915
  nChanged 58
		SP:Iteration 57Q (906.220000 sec): 3 clusters
  Score: Raw -2716228.745931 + Penalty 4902.336986 = -2711326.408945
  nChanged 65
		SP:Iteration 58Q (906.280000 sec): 3 clusters
  Score: Raw -2716244.861675 + Penalty 4902.336986 = -2711342.524689
  nChanged 67
		SP:Iteration 59Q (906.350000 sec): 3 clusters
  Score: Raw -2716262.452658 + Penalty 4902.336986 = -2711360.115672
  nChanged 70
		SP:Iteration 60F (906.430000 sec): 3 clusters
  Score: Raw -2716282.561292 + Penalty 4902.336986 = -2711380.224306
  nChanged 80
		SP:Iteration 61Q (906.490000 sec): 3 clusters
  Score: Raw -2716303.857776 + Penalty 4902.336986 = -2711401.520790
  nChanged 70
		SP:Iteration 62Q (906.560000 sec): 3 clusters
  Score: Raw -2716325.305190 + Penalty 4902.336986 = -2711422.968204
  nChanged 73
		SP:Iteration 63Q (906.620000 sec): 3 clusters
  Score: Raw -2716343.366402 + Penalty 4902.336986 = -2711441.029416
  nChanged 55
		SP:Iteration 64Q (906.690000 sec): 3 clusters
  Score: Raw -2716355.385057 + Penalty 4902.336986 = -2711453.048071
  nChanged 40
		SP:Iteration 65Q (906.750000 sec): 3 clusters
  Score: Raw -2716364.599131 + Penalty 4902.336986 = -2711462.262145
  nChanged 36
		SP:Iteration 66Q (906.820000 sec): 3 clusters
  Score: Raw -2716372.708041 + Penalty 4902.336986 = -2711470.371055
  nChanged 27
		SP:Iteration 67Q (906.880000 sec): 3 clusters
  Score: Raw -2716378.331907 + Penalty 4902.336986 = -2711475.994921
  nChanged 26
		SP:Iteration 68Q (906.950000 sec): 3 clusters
  Score: Raw -2716384.679741 + Penalty 4902.336986 = -2711482.342755
  nChanged 21
		SP:Iteration 69Q (907.010000 sec): 3 clusters
  Score: Raw -2716388.003910 + Penalty 4902.336986 = -2711485.666924
  nChanged 15
		SP:Iteration 70Q (907.080000 sec): 3 clusters
  Score: Raw -2716390.634066 + Penalty 4902.336986 = -2711488.297080
  nChanged 14
		SP:Iteration 71Q (907.140000 sec): 3 clusters
  Score: Raw -2716392.690316 + Penalty 4902.336986 = -2711490.353330
  nChanged 17
		SP:Iteration 72Q (907.200000 sec): 3 clusters
  Score: Raw -2716395.107739 + Penalty 4902.336986 = -2711492.770753
  nChanged 18
		SP:Iteration 73Q (907.270000 sec): 3 clusters
  Score: Raw -2716397.939264 + Penalty 4902.336986 = -2711495.602278
  nChanged 14
		SP:Iteration 74Q (907.330000 sec): 3 clusters
  Score: Raw -2716399.987031 + Penalty 4902.336986 = -2711497.650045
  nChanged 10
		SP:Iteration 75Q (907.400000 sec): 3 clusters
  Score: Raw -2716401.437957 + Penalty 4902.336986 = -2711499.100971
  nChanged 12
		SP:Iteration 76Q (907.460000 sec): 3 clusters
  Score: Raw -2716403.674105 + Penalty 4902.336986 = -2711501.337119
  nChanged 12
		SP:Iteration 77Q (907.520000 sec): 3 clusters
  Score: Raw -2716406.021879 + Penalty 4902.336986 = -2711503.684892
  nChanged 16
		SP:Iteration 78Q (907.590000 sec): 3 clusters
  Score: Raw -2716409.232094 + Penalty 4902.336986 = -2711506.895108
  nChanged 15
		SP:Iteration 79Q (907.650000 sec): 3 clusters
  Score: Raw -2716411.614500 + Penalty 4902.336986 = -2711509.277514
  nChanged 11
		SP:Iteration 80F (907.730000 sec): 3 clusters
  Score: Raw -2716413.322199 + Penalty 4902.336986 = -2711510.985213
  nChanged 9
		SP:Iteration 81Q (907.790000 sec): 3 clusters
  Score: Raw -2716415.089172 + Penalty 4902.336986 = -2711512.752186
  nChanged 12
		SP:Iteration 82Q (907.860000 sec): 3 clusters
  Score: Raw -2716417.196301 + Penalty 4902.336986 = -2711514.859315
  nChanged 8
		SP:Iteration 83Q (907.920000 sec): 3 clusters
  Score: Raw -2716418.427475 + Penalty 4902.336986 = -2711516.090489
  nChanged 6
		SP:Iteration 84Q (907.980000 sec): 3 clusters
  Score: Raw -2716419.255269 + Penalty 4902.336986 = -2711516.918283
  nChanged 10
		SP:Iteration 85Q (908.050000 sec): 3 clusters
  Score: Raw -2716420.553038 + Penalty 4902.336986 = -2711518.216052
  nChanged 11
		SP:Iteration 86Q (908.110000 sec): 3 clusters
  Score: Raw -2716422.602254 + Penalty 4902.336986 = -2711520.265268
  nChanged 14
		SP:Iteration 87Q (908.170000 sec): 3 clusters
  Score: Raw -2716425.307239 + Penalty 4902.336986 = -2711522.970253
  nChanged 17
		SP:Iteration 88Q (908.230000 sec): 3 clusters
  Score: Raw -2716428.800278 + Penalty 4902.336986 = -2711526.463292
  nChanged 15
		SP:Iteration 89Q (908.290000 sec): 3 clusters
  Score: Raw -2716432.407934 + Penalty 4902.336986 = -2711530.070948
  nChanged 11
		SP:Iteration 90Q (908.350000 sec): 3 clusters
  Score: Raw -2716434.604119 + Penalty 4902.336986 = -2711532.267133
  nChanged 12
		SP:Iteration 91Q (908.400000 sec): 3 clusters
  Score: Raw -2716437.042684 + Penalty 4902.336986 = -2711534.705698
  nChanged 11
		SP:Iteration 92Q (908.460000 sec): 3 clusters
  Score: Raw -2716439.116177 + Penalty 4902.336986 = -2711536.779191
  nChanged 11
		SP:Iteration 93Q (908.520000 sec): 3 clusters
  Score: Raw -2716440.789247 + Penalty 4902.336986 = -2711538.452261
  nChanged 9
		SP:Iteration 94Q (908.580000 sec): 3 clusters
  Score: Raw -2716442.159326 + Penalty 4902.336986 = -2711539.822340
  nChanged 4
		SP:Iteration 95Q (908.640000 sec): 3 clusters
  Score: Raw -2716442.525351 + Penalty 4902.336986 = -2711540.188365
  nChanged 1
		SP:Iteration 96Q (908.690000 sec): 3 clusters
  Score: Raw -2716442.615826 + Penalty 4902.336986 = -2711540.278840
  nChanged 1
		SP:Iteration 97Q (908.750000 sec): 3 clusters
  Score: Raw -2716442.774762 + Penalty 4902.336986 = -2711540.437776
  nChanged 3
		SP:Iteration 98Q (908.810000 sec): 3 clusters
  Score: Raw -2716443.196502 + Penalty 4902.336986 = -2711540.859516
  nChanged 6
		SP:Iteration 99Q (908.860000 sec): 3 clusters
  Score: Raw -2716444.258735 + Penalty 4902.336986 = -2711541.921749
  nChanged 9
		SP:Iteration 100F (908.940000 sec): 3 clusters
  Score: Raw -2716446.092275 + Penalty 4902.336986 = -2711543.755289
  nChanged 8
		SP:Iteration 101Q (909.000000 sec): 3 clusters
  Score: Raw -2716448.127981 + Penalty 4902.336986 = -2711545.790995
  nChanged 8
		SP:Iteration 102Q (909.060000 sec): 3 clusters
  Score: Raw -2716449.459466 + Penalty 4902.336986 = -2711547.122480
  nChanged 8
		SP:Iteration 103Q (909.110000 sec): 3 clusters
  Score: Raw -2716450.566159 + Penalty 4902.336986 = -2711548.229173
  nChanged 3
		SP:Iteration 104Q (909.170000 sec): 3 clusters
  Score: Raw -2716451.106589 + Penalty 4902.336986 = -2711548.769603
  nChanged 2
		SP:Iteration 105Q (909.230000 sec): 3 clusters
  Score: Raw -2716451.579124 + Penalty 4902.336986 = -2711549.242138
  nChanged 5
		SP:Iteration 106Q (909.290000 sec): 3 clusters
  Score: Raw -2716453.035744 + Penalty 4902.336986 = -2711550.698758
  nChanged 4
		SP:Iteration 107Q (909.340000 sec): 3 clusters
  Score: Raw -2716453.856711 + Penalty 4902.336986 = -2711551.519725
  nChanged 2
		SP:Iteration 108Q (909.400000 sec): 3 clusters
  Score: Raw -2716454.043597 + Penalty 4902.336986 = -2711551.706611
  nChanged 2
		SP:Iteration 109Q (909.460000 sec): 3 clusters
  Score: Raw -2716454.296510 + Penalty 4902.336986 = -2711551.959524
  nChanged 2
		SP:Iteration 110Q (909.520000 sec): 3 clusters
  Score: Raw -2716454.716352 + Penalty 4902.336986 = -2711552.379366
  nChanged 4
		SP:Iteration 111Q (909.580000 sec): 3 clusters
  Score: Raw -2716455.583963 + Penalty 4902.336986 = -2711553.246977
  nChanged 6
		SP:Iteration 112Q (909.630000 sec): 3 clusters
  Score: Raw -2716457.529129 + Penalty 4902.336986 = -2711555.192143
  nChanged 7
		SP:Iteration 113Q (909.690000 sec): 3 clusters
  Score: Raw -2716458.916862 + Penalty 4902.336986 = -2711556.579876
  nChanged 3
		SP:Iteration 114Q (909.740000 sec): 3 clusters
  Score: Raw -2716459.225603 + Penalty 4902.336986 = -2711556.888617
  nChanged 2
		SP:Iteration 115Q (909.800000 sec): 3 clusters
  Score: Raw -2716459.442264 + Penalty 4902.336986 = -2711557.105278
  nChanged 5
		SP:Iteration 116Q (909.860000 sec): 3 clusters
  Score: Raw -2716460.149599 + Penalty 4902.336986 = -2711557.812613
  nChanged 3
		SP:Iteration 117Q (909.920000 sec): 3 clusters
  Score: Raw -2716461.087355 + Penalty 4902.336986 = -2711558.750369
  nChanged 3
		SP:Iteration 118Q (909.970000 sec): 3 clusters
  Score: Raw -2716461.887006 + Penalty 4902.336986 = -2711559.550020
  nChanged 3
		SP:Iteration 119Q (910.030000 sec): 3 clusters
  Score: Raw -2716462.564796 + Penalty 4902.336986 = -2711560.227810
  nChanged 5
		SP:Iteration 120F (910.100000 sec): 3 clusters
  Score: Raw -2716463.455966 + Penalty 4902.336986 = -2711561.118980
  nChanged 1
		SP:Iteration 121Q (910.160000 sec): 3 clusters
  Score: Raw -2716463.628339 + Penalty 4902.336986 = -2711561.291353
  nChanged 0
		SP:Iteration 122F (910.230000 sec): 3 clusters
  Score: Raw -2716463.628339 + Penalty 4902.336986 = -2711561.291353
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (9331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (910.260000 sec): 2 clusters
  Score: Raw -1355092.243905 + Penalty 2266.992172 = -1352825.251732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (910.300000 sec): 3 clusters
  Score: Raw -1350159.442178 + Penalty 4533.984345 = -1345625.457833
  nChanged 3832
		SP:Iteration 1F (910.330000 sec): 3 clusters
  Score: Raw -1352777.664612 + Penalty 4533.984345 = -1348243.680267
  nChanged 1001
		SP:Iteration 2F (910.370000 sec): 3 clusters
  Score: Raw -1354248.311300 + Penalty 4533.984345 = -1349714.326955
  nChanged 1154
		SP:Iteration 3F (910.400000 sec): 3 clusters
  Score: Raw -1355858.844229 + Penalty 4533.984345 = -1351324.859884
  nChanged 951
		SP:Iteration 4F (910.440000 sec): 3 clusters
  Score: Raw -1356886.547506 + Penalty 4533.984345 = -1352352.563162
  nChanged 632
		SP:Iteration 5F (910.470000 sec): 3 clusters
  Score: Raw -1357481.816451 + Penalty 4533.984345 = -1352947.832106
  nChanged 353
		SP:Iteration 6Q (910.500000 sec): 3 clusters
  Score: Raw -1357786.003282 + Penalty 4533.984345 = -1353252.018937
  nChanged 217
		SP:Iteration 7Q (910.530000 sec): 3 clusters
  Score: Raw -1357948.087962 + Penalty 4533.984345 = -1353414.103617
  nChanged 137
		SP:Iteration 8Q (910.570000 sec): 3 clusters
  Score: Raw -1358045.438653 + Penalty 4533.984345 = -1353511.454309
  nChanged 93
		SP:Iteration 9Q (910.600000 sec): 3 clusters
  Score: Raw -1358097.350194 + Penalty 4533.984345 = -1353563.365849
  nChanged 61
		SP:Iteration 10Q (910.630000 sec): 3 clusters
  Score: Raw -1358131.459053 + Penalty 4533.984345 = -1353597.474709
  nChanged 55
		SP:Iteration 11Q (910.660000 sec): 3 clusters
  Score: Raw -1358169.849478 + Penalty 4533.984345 = -1353635.865134
  nChanged 51
		SP:Iteration 12Q (910.690000 sec): 3 clusters
  Score: Raw -1358197.003249 + Penalty 4533.984345 = -1353663.018905
  nChanged 38
		SP:Iteration 13Q (910.720000 sec): 3 clusters
  Score: Raw -1358212.619334 + Penalty 4533.984345 = -1353678.634990
  nChanged 30
		SP:Iteration 14Q (910.750000 sec): 3 clusters
  Score: Raw -1358223.083624 + Penalty 4533.984345 = -1353689.099279
  nChanged 18
		SP:Iteration 15Q (910.780000 sec): 3 clusters
  Score: Raw -1358231.113677 + Penalty 4533.984345 = -1353697.129332
  nChanged 24
		SP:Iteration 16Q (910.810000 sec): 3 clusters
  Score: Raw -1358240.299089 + Penalty 4533.984345 = -1353706.314745
  nChanged 22
		SP:Iteration 17Q (910.840000 sec): 3 clusters
  Score: Raw -1358248.443878 + Penalty 4533.984345 = -1353714.459533
  nChanged 19
		SP:Iteration 18Q (910.870000 sec): 3 clusters
  Score: Raw -1358255.105395 + Penalty 4533.984345 = -1353721.121050
  nChanged 13
		SP:Iteration 19Q (910.900000 sec): 3 clusters
  Score: Raw -1358259.047009 + Penalty 4533.984345 = -1353725.062664
  nChanged 14
		SP:Iteration 20F (910.930000 sec): 3 clusters
  Score: Raw -1358262.990222 + Penalty 4533.984345 = -1353729.005877
  nChanged 3
		SP:Iteration 21Q (910.960000 sec): 3 clusters
  Score: Raw -1358264.074870 + Penalty 4533.984345 = -1353730.090525
  nChanged 2
		SP:Iteration 22Q (910.990000 sec): 3 clusters
  Score: Raw -1358264.395768 + Penalty 4533.984345 = -1353730.411423
  nChanged 1
		SP:Iteration 23Q (911.020000 sec): 3 clusters
  Score: Raw -1358264.466657 + Penalty 4533.984345 = -1353730.482312
  nChanged 0
		SP:Iteration 24F (911.050000 sec): 3 clusters
  Score: Raw -1358264.466657 + Penalty 4533.984345 = -1353730.482312
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 24.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (104488 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (911.430000 sec): 2 clusters
  Score: Raw -15631602.948520 + Penalty 2866.093223 = -15628736.855297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (911.830000 sec): 3 clusters
  Score: Raw -15564538.428353 + Penalty 5732.186446 = -15558806.241907
  nChanged 49567
		SP:Iteration 1F (912.220000 sec): 3 clusters
  Score: Raw -15594086.487916 + Penalty 5732.186446 = -15588354.301470
  nChanged 5533
		SP:Iteration 2F (912.620000 sec): 3 clusters
  Score: Raw -15597273.919552 + Penalty 5732.186446 = -15591541.733106
  nChanged 7271
		SP:Iteration 3F (913.030000 sec): 3 clusters
  Score: Raw -15602900.403479 + Penalty 5732.186446 = -15597168.217033
  nChanged 8585
		SP:Iteration 4F (913.430000 sec): 3 clusters
  Score: Raw -15610124.286115 + Penalty 5732.186446 = -15604392.099670
  nChanged 8252
		SP:Iteration 5F (913.820000 sec): 3 clusters
  Score: Raw -15616443.902828 + Penalty 5732.186446 = -15610711.716382
  nChanged 6387
		SP:Iteration 6F (914.220000 sec): 3 clusters
  Score: Raw -15620250.542723 + Penalty 5732.186446 = -15614518.356277
  nChanged 4470
		SP:Iteration 7Q (914.610000 sec): 3 clusters
  Score: Raw -15622307.934486 + Penalty 5732.186446 = -15616575.748041
  nChanged 3118
		SP:Iteration 8Q (915.010000 sec): 3 clusters
  Score: Raw -15623499.306136 + Penalty 5732.186446 = -15617767.119690
  nChanged 2309
		SP:Iteration 9Q (915.400000 sec): 3 clusters
  Score: Raw -15624335.659472 + Penalty 5732.186446 = -15618603.473027
  nChanged 1993
		SP:Iteration 10Q (915.790000 sec): 3 clusters
  Score: Raw -15625099.333163 + Penalty 5732.186446 = -15619367.146718
  nChanged 1968
		SP:Iteration 11Q (916.180000 sec): 3 clusters
  Score: Raw -15625897.308096 + Penalty 5732.186446 = -15620165.121650
  nChanged 1922
		SP:Iteration 12Q (916.560000 sec): 3 clusters
  Score: Raw -15626747.534050 + Penalty 5732.186446 = -15621015.347604
  nChanged 1855
		SP:Iteration 13Q (916.940000 sec): 3 clusters
  Score: Raw -15627637.598618 + Penalty 5732.186446 = -15621905.412172
  nChanged 1670
		SP:Iteration 14Q (917.310000 sec): 3 clusters
  Score: Raw -15628492.233083 + Penalty 5732.186446 = -15622760.046637
  nChanged 1479
		SP:Iteration 15Q (917.680000 sec): 3 clusters
  Score: Raw -15629276.062691 + Penalty 5732.186446 = -15623543.876245
  nChanged 1220
		SP:Iteration 16Q (918.040000 sec): 3 clusters
  Score: Raw -15629970.556937 + Penalty 5732.186446 = -15624238.370491
  nChanged 940
		SP:Iteration 17Q (918.380000 sec): 3 clusters
  Score: Raw -15630529.416518 + Penalty 5732.186446 = -15624797.230073
  nChanged 711
		SP:Iteration 18Q (918.720000 sec): 3 clusters
  Score: Raw -15630959.376454 + Penalty 5732.186446 = -15625227.190008
  nChanged 488
		SP:Iteration 19Q (919.040000 sec): 3 clusters
  Score: Raw -15631274.446396 + Penalty 5732.186446 = -15625542.259951
  nChanged 326
		SP:Iteration 20F (919.440000 sec): 3 clusters
  Score: Raw -15631483.249604 + Penalty 5732.186446 = -15625751.063159
  nChanged 236
		SP:Iteration 21Q (919.740000 sec): 3 clusters
  Score: Raw -15631646.209353 + Penalty 5732.186446 = -15625914.022908
  nChanged 175
		SP:Iteration 22Q (920.040000 sec): 3 clusters
  Score: Raw -15631759.699428 + Penalty 5732.186446 = -15626027.512982
  nChanged 116
		SP:Iteration 23Q (920.340000 sec): 3 clusters
  Score: Raw -15631835.441626 + Penalty 5732.186446 = -15626103.255180
  nChanged 84
		SP:Iteration 24Q (920.640000 sec): 3 clusters
  Score: Raw -15631893.653472 + Penalty 5732.186446 = -15626161.467026
  nChanged 55
		SP:Iteration 25Q (920.930000 sec): 3 clusters
  Score: Raw -15631931.435669 + Penalty 5732.186446 = -15626199.249223
  nChanged 44
		SP:Iteration 26Q (921.220000 sec): 3 clusters
  Score: Raw -15631962.576373 + Penalty 5732.186446 = -15626230.389928
  nChanged 33
		SP:Iteration 27Q (921.510000 sec): 3 clusters
  Score: Raw -15631983.334418 + Penalty 5732.186446 = -15626251.147972
  nChanged 26
		SP:Iteration 28Q (921.800000 sec): 3 clusters
  Score: Raw -15631999.515597 + Penalty 5732.186446 = -15626267.329151
  nChanged 22
		SP:Iteration 29Q (922.090000 sec): 3 clusters
  Score: Raw -15632012.616163 + Penalty 5732.186446 = -15626280.429718
  nChanged 16
		SP:Iteration 30Q (922.380000 sec): 3 clusters
  Score: Raw -15632022.947481 + Penalty 5732.186446 = -15626290.761035
  nChanged 17
		SP:Iteration 31Q (922.660000 sec): 3 clusters
  Score: Raw -15632033.189105 + Penalty 5732.186446 = -15626301.002659
  nChanged 13
		SP:Iteration 32Q (922.950000 sec): 3 clusters
  Score: Raw -15632041.337058 + Penalty 5732.186446 = -15626309.150613
  nChanged 15
		SP:Iteration 33Q (923.240000 sec): 3 clusters
  Score: Raw -15632050.314391 + Penalty 5732.186446 = -15626318.127946
  nChanged 13
		SP:Iteration 34Q (923.530000 sec): 3 clusters
  Score: Raw -15632057.234343 + Penalty 5732.186446 = -15626325.047898
  nChanged 10
		SP:Iteration 35Q (923.820000 sec): 3 clusters
  Score: Raw -15632063.547285 + Penalty 5732.186446 = -15626331.360839
  nChanged 12
		SP:Iteration 36Q (924.100000 sec): 3 clusters
  Score: Raw -15632068.771646 + Penalty 5732.186446 = -15626336.585200
  nChanged 6
		SP:Iteration 37Q (924.390000 sec): 3 clusters
  Score: Raw -15632073.206029 + Penalty 5732.186446 = -15626341.019584
  nChanged 9
		SP:Iteration 38Q (924.680000 sec): 3 clusters
  Score: Raw -15632078.432936 + Penalty 5732.186446 = -15626346.246490
  nChanged 3
		SP:Iteration 39Q (924.960000 sec): 3 clusters
  Score: Raw -15632081.078504 + Penalty 5732.186446 = -15626348.892058
  nChanged 4
		SP:Iteration 40F (925.350000 sec): 3 clusters
  Score: Raw -15632083.148245 + Penalty 5732.186446 = -15626350.961799
  nChanged 3
		SP:Iteration 41Q (925.640000 sec): 3 clusters
  Score: Raw -15632084.683448 + Penalty 5732.186446 = -15626352.497002
  nChanged 2
		SP:Iteration 42Q (925.930000 sec): 3 clusters
  Score: Raw -15632085.471744 + Penalty 5732.186446 = -15626353.285298
  nChanged 1
		SP:Iteration 43Q (926.210000 sec): 3 clusters
  Score: Raw -15632085.814877 + Penalty 5732.186446 = -15626353.628432
  nChanged 2
		SP:Iteration 44Q (926.500000 sec): 3 clusters
  Score: Raw -15632087.275273 + Penalty 5732.186446 = -15626355.088827
  nChanged 4
		SP:Iteration 45Q (926.790000 sec): 3 clusters
  Score: Raw -15632089.425630 + Penalty 5732.186446 = -15626357.239184
  nChanged 2
		SP:Iteration 46Q (927.080000 sec): 3 clusters
  Score: Raw -15632090.812451 + Penalty 5732.186446 = -15626358.626005
  nChanged 3
		SP:Iteration 47Q (927.360000 sec): 3 clusters
  Score: Raw -15632092.437122 + Penalty 5732.186446 = -15626360.250677
  nChanged 2
		SP:Iteration 48Q (927.650000 sec): 3 clusters
  Score: Raw -15632093.843095 + Penalty 5732.186446 = -15626361.656650
  nChanged 1
		SP:Iteration 49Q (927.930000 sec): 3 clusters
  Score: Raw -15632094.433782 + Penalty 5732.186446 = -15626362.247337
  nChanged 0
		SP:Iteration 50F (928.320000 sec): 3 clusters
  Score: Raw -15632094.433782 + Penalty 5732.186446 = -15626362.247337
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (587 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (928.380000 sec): 2 clusters
  Score: Raw -61215.499427 + Penalty 1581.006155 = -59634.493272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (928.380000 sec): 3 clusters
  Score: Raw -61414.426079 + Penalty 3162.012311 = -58252.413768
  nChanged 183
		SP:Iteration 1F (928.380000 sec): 3 clusters
  Score: Raw -62096.967958 + Penalty 3162.012311 = -58934.955648
  nChanged 62
		SP:Iteration 2F (928.380000 sec): 3 clusters
  Score: Raw -62560.309847 + Penalty 3162.012311 = -59398.297537
  nChanged 67
		SP:Iteration 3F (928.380000 sec): 3 clusters
  Score: Raw -63103.645095 + Penalty 3162.012311 = -59941.632785
  nChanged 55
		SP:Iteration 4F (928.390000 sec): 3 clusters
  Score: Raw -63525.927286 + Penalty 3162.012311 = -60363.914976
  nChanged 23
		SP:Iteration 5Q (928.390000 sec): 3 clusters
  Score: Raw -63695.811519 + Penalty 3162.012311 = -60533.799208
  nChanged 12
		SP:Iteration 6Q (928.390000 sec): 3 clusters
  Score: Raw -63838.733928 + Penalty 3162.012311 = -60676.721617
  nChanged 5
		SP:Iteration 7Q (928.390000 sec): 3 clusters
  Score: Raw -63909.059393 + Penalty 3162.012311 = -60747.047082
  nChanged 5
		SP:Iteration 8Q (928.390000 sec): 3 clusters
  Score: Raw -63977.635864 + Penalty 3162.012311 = -60815.623553
  nChanged 3
		SP:Iteration 9Q (928.400000 sec): 3 clusters
  Score: Raw -63986.725638 + Penalty 3162.012311 = -60824.713328
  nChanged 0
		SP:Iteration 10F (928.400000 sec): 3 clusters
  Score: Raw -63986.725638 + Penalty 3162.012311 = -60824.713328
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 25.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (243364 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (929.260000 sec): 2 clusters
  Score: Raw -36143534.836663 + Penalty 3075.773759 = -36140459.062904
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (930.220000 sec): 3 clusters
  Score: Raw -35983067.815606 + Penalty 6151.547518 = -35976916.268088
  nChanged 117452
		SP:Iteration 1F (931.220000 sec): 3 clusters
  Score: Raw -36051707.574535 + Penalty 6151.547518 = -36045556.027017
  nChanged 6397
		SP:Iteration 2Q (932.210000 sec): 3 clusters
  Score: Raw -36053038.962843 + Penalty 6151.547518 = -36046887.415325
  nChanged 7368
		SP:Iteration 3Q (933.220000 sec): 3 clusters
  Score: Raw -36054982.707671 + Penalty 6151.547518 = -36048831.160153
  nChanged 9176
		SP:Iteration 4Q (934.220000 sec): 3 clusters
  Score: Raw -36058316.326905 + Penalty 6151.547518 = -36052164.779387
  nChanged 12412
		SP:Iteration 5F (935.220000 sec): 3 clusters
  Score: Raw -36064519.759187 + Penalty 6151.547518 = -36058368.211669
  nChanged 16943
		SP:Iteration 6F (936.200000 sec): 3 clusters
  Score: Raw -36075929.893117 + Penalty 6151.547518 = -36069778.345599
  nChanged 21602
		SP:Iteration 7F (937.170000 sec): 3 clusters
  Score: Raw -36094450.733716 + Penalty 6151.547518 = -36088299.186198
  nChanged 22601
		SP:Iteration 8F (938.130000 sec): 3 clusters
  Score: Raw -36116724.595520 + Penalty 6151.547518 = -36110573.048002
  nChanged 16751
		SP:Iteration 9F (939.100000 sec): 3 clusters
  Score: Raw -36133651.831169 + Penalty 6151.547518 = -36127500.283651
  nChanged 7880
		SP:Iteration 10Q (940.040000 sec): 3 clusters
  Score: Raw -36141206.556960 + Penalty 6151.547518 = -36135055.009442
  nChanged 2592
		SP:Iteration 11Q (940.860000 sec): 3 clusters
  Score: Raw -36143658.213426 + Penalty 6151.547518 = -36137506.665908
  nChanged 779
		SP:Iteration 12Q (941.620000 sec): 3 clusters
  Score: Raw -36144463.098298 + Penalty 6151.547518 = -36138311.550780
  nChanged 326
		SP:Iteration 13Q (942.340000 sec): 3 clusters
  Score: Raw -36144790.133205 + Penalty 6151.547518 = -36138638.585687
  nChanged 170
		SP:Iteration 14Q (943.070000 sec): 3 clusters
  Score: Raw -36144926.477226 + Penalty 6151.547518 = -36138774.929708
  nChanged 111
		SP:Iteration 15Q (943.800000 sec): 3 clusters
  Score: Raw -36144999.214534 + Penalty 6151.547518 = -36138847.667016
  nChanged 75
		SP:Iteration 16Q (944.500000 sec): 3 clusters
  Score: Raw -36145043.237935 + Penalty 6151.547518 = -36138891.690418
  nChanged 47
		SP:Iteration 17Q (945.190000 sec): 3 clusters
  Score: Raw -36145065.317433 + Penalty 6151.547518 = -36138913.769915
  nChanged 24
		SP:Iteration 18Q (945.880000 sec): 3 clusters
  Score: Raw -36145077.599157 + Penalty 6151.547518 = -36138926.051639
  nChanged 26
		SP:Iteration 19Q (946.560000 sec): 3 clusters
  Score: Raw -36145089.975562 + Penalty 6151.547518 = -36138938.428044
  nChanged 23
		SP:Iteration 20F (947.530000 sec): 3 clusters
  Score: Raw -36145098.626407 + Penalty 6151.547518 = -36138947.078889
  nChanged 16
		SP:Iteration 21Q (948.260000 sec): 3 clusters
  Score: Raw -36145105.310572 + Penalty 6151.547518 = -36138953.763054
  nChanged 18
		SP:Iteration 22Q (948.950000 sec): 3 clusters
  Score: Raw -36145112.942178 + Penalty 6151.547518 = -36138961.394660
  nChanged 14
		SP:Iteration 23Q (949.650000 sec): 3 clusters
  Score: Raw -36145118.488745 + Penalty 6151.547518 = -36138966.941227
  nChanged 10
		SP:Iteration 24Q (950.340000 sec): 3 clusters
  Score: Raw -36145121.428643 + Penalty 6151.547518 = -36138969.881125
  nChanged 5
		SP:Iteration 25Q (951.050000 sec): 3 clusters
  Score: Raw -36145122.750527 + Penalty 6151.547518 = -36138971.203009
  nChanged 5
		SP:Iteration 26Q (951.770000 sec): 3 clusters
  Score: Raw -36145125.388191 + Penalty 6151.547518 = -36138973.840674
  nChanged 8
		SP:Iteration 27Q (952.480000 sec): 3 clusters
  Score: Raw -36145128.457131 + Penalty 6151.547518 = -36138976.909613
  nChanged 10
		SP:Iteration 28Q (953.170000 sec): 3 clusters
  Score: Raw -36145131.662895 + Penalty 6151.547518 = -36138980.115377
  nChanged 5
		SP:Iteration 29Q (953.850000 sec): 3 clusters
  Score: Raw -36145133.999365 + Penalty 6151.547518 = -36138982.451847
  nChanged 1
		SP:Iteration 30Q (954.530000 sec): 3 clusters
  Score: Raw -36145134.381277 + Penalty 6151.547518 = -36138982.833759
  nChanged 2
		SP:Iteration 31Q (955.210000 sec): 3 clusters
  Score: Raw -36145135.242718 + Penalty 6151.547518 = -36138983.695201
  nChanged 5
		SP:Iteration 32Q (955.910000 sec): 3 clusters
  Score: Raw -36145136.635026 + Penalty 6151.547518 = -36138985.087508
  nChanged 4
		SP:Iteration 33Q (956.630000 sec): 3 clusters
  Score: Raw -36145137.618392 + Penalty 6151.547518 = -36138986.070874
  nChanged 2
		SP:Iteration 34Q (957.320000 sec): 3 clusters
  Score: Raw -36145137.939193 + Penalty 6151.547518 = -36138986.391675
  nChanged 0
		SP:Iteration 35F (958.280000 sec): 3 clusters
  Score: Raw -36145137.939193 + Penalty 6151.547518 = -36138986.391675
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (1156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (958.400000 sec): 2 clusters
  Score: Raw -146941.558592 + Penalty 1749.074820 = -145192.483772
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (958.410000 sec): 3 clusters
  Score: Raw -146750.006823 + Penalty 3498.149640 = -143251.857183
  nChanged 348
		SP:Iteration 1F (958.410000 sec): 3 clusters
  Score: Raw -147399.421136 + Penalty 3498.149640 = -143901.271496
  nChanged 111
		SP:Iteration 2F (958.420000 sec): 3 clusters
  Score: Raw -147716.184333 + Penalty 3498.149640 = -144218.034693
  nChanged 69
		SP:Iteration 3F (958.420000 sec): 3 clusters
  Score: Raw -147885.342299 + Penalty 3498.149640 = -144387.192658
  nChanged 57
		SP:Iteration 4Q (958.430000 sec): 3 clusters
  Score: Raw -148026.793479 + Penalty 3498.149640 = -144528.643838
  nChanged 45
		SP:Iteration 5Q (958.430000 sec): 3 clusters
  Score: Raw -148171.443166 + Penalty 3498.149640 = -144673.293526
  nChanged 40
		SP:Iteration 6Q (958.440000 sec): 3 clusters
  Score: Raw -148279.834991 + Penalty 3498.149640 = -144781.685351
  nChanged 37
		SP:Iteration 7Q (958.440000 sec): 3 clusters
  Score: Raw -148365.559299 + Penalty 3498.149640 = -144867.409659
  nChanged 25
		SP:Iteration 8Q (958.440000 sec): 3 clusters
  Score: Raw -148429.564502 + Penalty 3498.149640 = -144931.414862
  nChanged 16
		SP:Iteration 9Q (958.450000 sec): 3 clusters
  Score: Raw -148464.496657 + Penalty 3498.149640 = -144966.347017
  nChanged 16
		SP:Iteration 10Q (958.450000 sec): 3 clusters
  Score: Raw -148488.065433 + Penalty 3498.149640 = -144989.915793
  nChanged 11
		SP:Iteration 11Q (958.460000 sec): 3 clusters
  Score: Raw -148502.190777 + Penalty 3498.149640 = -145004.041137
  nChanged 7
		SP:Iteration 12Q (958.460000 sec): 3 clusters
  Score: Raw -148509.851376 + Penalty 3498.149640 = -145011.701736
  nChanged 6
		SP:Iteration 13Q (958.460000 sec): 3 clusters
  Score: Raw -148514.207332 + Penalty 3498.149640 = -145016.057692
  nChanged 1
		SP:Iteration 14Q (958.470000 sec): 3 clusters
  Score: Raw -148514.785371 + Penalty 3498.149640 = -145016.635730
  nChanged 1
		SP:Iteration 15Q (958.470000 sec): 3 clusters
  Score: Raw -148515.339381 + Penalty 3498.149640 = -145017.189741
  nChanged 0
		SP:Iteration 16F (958.480000 sec): 3 clusters
  Score: Raw -148515.339381 + Penalty 3498.149640 = -145017.189741
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (15927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (958.540000 sec): 2 clusters
  Score: Raw -2262600.515525 + Penalty 2399.591223 = -2260200.924302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (958.600000 sec): 3 clusters
  Score: Raw -2253608.579203 + Penalty 4799.182446 = -2248809.396757
  nChanged 6910
		SP:Iteration 1F (958.660000 sec): 3 clusters
  Score: Raw -2257275.239027 + Penalty 4799.182446 = -2252476.056581
  nChanged 954
		SP:Iteration 2F (958.720000 sec): 3 clusters
  Score: Raw -2257731.002479 + Penalty 4799.182446 = -2252931.820032
  nChanged 864
		SP:Iteration 3F (958.790000 sec): 3 clusters
  Score: Raw -2258157.565900 + Penalty 4799.182446 = -2253358.383454
  nChanged 831
		SP:Iteration 4F (958.850000 sec): 3 clusters
  Score: Raw -2258580.317826 + Penalty 4799.182446 = -2253781.135380
  nChanged 763
		SP:Iteration 5Q (958.910000 sec): 3 clusters
  Score: Raw -2258962.434981 + Penalty 4799.182446 = -2254163.252535
  nChanged 743
		SP:Iteration 6Q (958.980000 sec): 3 clusters
  Score: Raw -2259343.506973 + Penalty 4799.182446 = -2254544.324527
  nChanged 713
		SP:Iteration 7Q (959.040000 sec): 3 clusters
  Score: Raw -2259731.232729 + Penalty 4799.182446 = -2254932.050282
  nChanged 678
		SP:Iteration 8Q (959.100000 sec): 3 clusters
  Score: Raw -2260160.009198 + Penalty 4799.182446 = -2255360.826751
  nChanged 659
		SP:Iteration 9Q (959.160000 sec): 3 clusters
  Score: Raw -2260641.388234 + Penalty 4799.182446 = -2255842.205788
  nChanged 646
		SP:Iteration 10Q (959.220000 sec): 3 clusters
  Score: Raw -2261138.204390 + Penalty 4799.182446 = -2256339.021944
  nChanged 569
		SP:Iteration 11Q (959.280000 sec): 3 clusters
  Score: Raw -2261532.094522 + Penalty 4799.182446 = -2256732.912075
  nChanged 456
		SP:Iteration 12Q (959.330000 sec): 3 clusters
  Score: Raw -2261799.574065 + Penalty 4799.182446 = -2257000.391619
  nChanged 337
		SP:Iteration 13Q (959.380000 sec): 3 clusters
  Score: Raw -2261943.683389 + Penalty 4799.182446 = -2257144.500943
  nChanged 240
		SP:Iteration 14Q (959.440000 sec): 3 clusters
  Score: Raw -2262036.475397 + Penalty 4799.182446 = -2257237.292950
  nChanged 184
		SP:Iteration 15Q (959.490000 sec): 3 clusters
  Score: Raw -2262104.719855 + Penalty 4799.182446 = -2257305.537409
  nChanged 141
		SP:Iteration 16Q (959.540000 sec): 3 clusters
  Score: Raw -2262152.470699 + Penalty 4799.182446 = -2257353.288253
  nChanged 139
		SP:Iteration 17Q (959.600000 sec): 3 clusters
  Score: Raw -2262200.372121 + Penalty 4799.182446 = -2257401.189675
  nChanged 112
		SP:Iteration 18Q (959.650000 sec): 3 clusters
  Score: Raw -2262238.511980 + Penalty 4799.182446 = -2257439.329533
  nChanged 113
		SP:Iteration 19Q (959.700000 sec): 3 clusters
  Score: Raw -2262278.668628 + Penalty 4799.182446 = -2257479.486181
  nChanged 110
		SP:Iteration 20F (959.760000 sec): 3 clusters
  Score: Raw -2262310.242510 + Penalty 4799.182446 = -2257511.060064
  nChanged 100
		SP:Iteration 21Q (959.810000 sec): 3 clusters
  Score: Raw -2262344.394075 + Penalty 4799.182446 = -2257545.211629
  nChanged 83
		SP:Iteration 22Q (959.860000 sec): 3 clusters
  Score: Raw -2262369.844995 + Penalty 4799.182446 = -2257570.662548
  nChanged 77
		SP:Iteration 23Q (959.910000 sec): 3 clusters
  Score: Raw -2262392.940625 + Penalty 4799.182446 = -2257593.758179
  nChanged 71
		SP:Iteration 24Q (959.960000 sec): 3 clusters
  Score: Raw -2262414.185889 + Penalty 4799.182446 = -2257615.003443
  nChanged 77
		SP:Iteration 25Q (960.010000 sec): 3 clusters
  Score: Raw -2262439.887089 + Penalty 4799.182446 = -2257640.704643
  nChanged 68
		SP:Iteration 26Q (960.060000 sec): 3 clusters
  Score: Raw -2262462.827796 + Penalty 4799.182446 = -2257663.645350
  nChanged 66
		SP:Iteration 27Q (960.110000 sec): 3 clusters
  Score: Raw -2262483.560441 + Penalty 4799.182446 = -2257684.377995
  nChanged 76
		SP:Iteration 28Q (960.160000 sec): 3 clusters
  Score: Raw -2262506.191214 + Penalty 4799.182446 = -2257707.008768
  nChanged 60
		SP:Iteration 29Q (960.200000 sec): 3 clusters
  Score: Raw -2262521.967642 + Penalty 4799.182446 = -2257722.785196
  nChanged 55
		SP:Iteration 30Q (960.250000 sec): 3 clusters
  Score: Raw -2262536.926149 + Penalty 4799.182446 = -2257737.743703
  nChanged 50
		SP:Iteration 31Q (960.300000 sec): 3 clusters
  Score: Raw -2262551.884236 + Penalty 4799.182446 = -2257752.701789
  nChanged 40
		SP:Iteration 32Q (960.350000 sec): 3 clusters
  Score: Raw -2262561.473764 + Penalty 4799.182446 = -2257762.291318
  nChanged 41
		SP:Iteration 33Q (960.400000 sec): 3 clusters
  Score: Raw -2262571.935690 + Penalty 4799.182446 = -2257772.753243
  nChanged 45
		SP:Iteration 34Q (960.450000 sec): 3 clusters
  Score: Raw -2262581.575075 + Penalty 4799.182446 = -2257782.392628
  nChanged 37
		SP:Iteration 35Q (960.500000 sec): 3 clusters
  Score: Raw -2262590.163388 + Penalty 4799.182446 = -2257790.980941
  nChanged 39
		SP:Iteration 36Q (960.540000 sec): 3 clusters
  Score: Raw -2262600.379113 + Penalty 4799.182446 = -2257801.196666
  nChanged 34
		SP:Iteration 37Q (960.600000 sec): 3 clusters
  Score: Raw -2262608.937398 + Penalty 4799.182446 = -2257809.754952
  nChanged 30
		SP:Iteration 38Q (960.640000 sec): 3 clusters
  Score: Raw -2262614.258369 + Penalty 4799.182446 = -2257815.075923
  nChanged 20
		SP:Iteration 39Q (960.690000 sec): 3 clusters
  Score: Raw -2262617.269586 + Penalty 4799.182446 = -2257818.087139
  nChanged 17
		SP:Iteration 40F (960.750000 sec): 3 clusters
  Score: Raw -2262620.327834 + Penalty 4799.182446 = -2257821.145388
  nChanged 15
		SP:Iteration 41Q (960.800000 sec): 3 clusters
  Score: Raw -2262623.088861 + Penalty 4799.182446 = -2257823.906414
  nChanged 15
		SP:Iteration 42Q (960.840000 sec): 3 clusters
  Score: Raw -2262624.938936 + Penalty 4799.182446 = -2257825.756490
  nChanged 8
		SP:Iteration 43Q (960.890000 sec): 3 clusters
  Score: Raw -2262626.532876 + Penalty 4799.182446 = -2257827.350429
  nChanged 12
		SP:Iteration 44Q (960.940000 sec): 3 clusters
  Score: Raw -2262628.244601 + Penalty 4799.182446 = -2257829.062155
  nChanged 9
		SP:Iteration 45Q (960.990000 sec): 3 clusters
  Score: Raw -2262630.274092 + Penalty 4799.182446 = -2257831.091645
  nChanged 17
		SP:Iteration 46Q (961.040000 sec): 3 clusters
  Score: Raw -2262634.559254 + Penalty 4799.182446 = -2257835.376807
  nChanged 25
		SP:Iteration 47Q (961.080000 sec): 3 clusters
  Score: Raw -2262640.460856 + Penalty 4799.182446 = -2257841.278410
  nChanged 33
		SP:Iteration 48Q (961.130000 sec): 3 clusters
  Score: Raw -2262647.783150 + Penalty 4799.182446 = -2257848.600704
  nChanged 28
		SP:Iteration 49Q (961.180000 sec): 3 clusters
  Score: Raw -2262654.485709 + Penalty 4799.182446 = -2257855.303262
  nChanged 27
		SP:Iteration 50Q (961.230000 sec): 3 clusters
  Score: Raw -2262660.038374 + Penalty 4799.182446 = -2257860.855928
  nChanged 26
		SP:Iteration 51Q (961.280000 sec): 3 clusters
  Score: Raw -2262665.547215 + Penalty 4799.182446 = -2257866.364769
  nChanged 23
		SP:Iteration 52Q (961.320000 sec): 3 clusters
  Score: Raw -2262670.625592 + Penalty 4799.182446 = -2257871.443145
  nChanged 20
		SP:Iteration 53Q (961.370000 sec): 3 clusters
  Score: Raw -2262675.933680 + Penalty 4799.182446 = -2257876.751234
  nChanged 27
		SP:Iteration 54Q (961.420000 sec): 3 clusters
  Score: Raw -2262682.873799 + Penalty 4799.182446 = -2257883.691352
  nChanged 24
		SP:Iteration 55Q (961.470000 sec): 3 clusters
  Score: Raw -2262689.206810 + Penalty 4799.182446 = -2257890.024363
  nChanged 23
		SP:Iteration 56Q (961.510000 sec): 3 clusters
  Score: Raw -2262694.384289 + Penalty 4799.182446 = -2257895.201842
  nChanged 21
		SP:Iteration 57Q (961.560000 sec): 3 clusters
  Score: Raw -2262699.703868 + Penalty 4799.182446 = -2257900.521421
  nChanged 28
		SP:Iteration 58Q (961.610000 sec): 3 clusters
  Score: Raw -2262706.228364 + Penalty 4799.182446 = -2257907.045918
  nChanged 34
		SP:Iteration 59Q (961.660000 sec): 3 clusters
  Score: Raw -2262714.984397 + Penalty 4799.182446 = -2257915.801951
  nChanged 30
		SP:Iteration 60F (961.710000 sec): 3 clusters
  Score: Raw -2262722.619574 + Penalty 4799.182446 = -2257923.437127
  nChanged 32
		SP:Iteration 61Q (961.760000 sec): 3 clusters
  Score: Raw -2262730.895538 + Penalty 4799.182446 = -2257931.713091
  nChanged 29
		SP:Iteration 62Q (961.810000 sec): 3 clusters
  Score: Raw -2262738.494745 + Penalty 4799.182446 = -2257939.312298
  nChanged 28
		SP:Iteration 63Q (961.850000 sec): 3 clusters
  Score: Raw -2262744.440469 + Penalty 4799.182446 = -2257945.258022
  nChanged 18
		SP:Iteration 64Q (961.900000 sec): 3 clusters
  Score: Raw -2262747.399957 + Penalty 4799.182446 = -2257948.217511
  nChanged 16
		SP:Iteration 65Q (961.950000 sec): 3 clusters
  Score: Raw -2262750.816737 + Penalty 4799.182446 = -2257951.634291
  nChanged 17
		SP:Iteration 66Q (961.990000 sec): 3 clusters
  Score: Raw -2262754.574864 + Penalty 4799.182446 = -2257955.392417
  nChanged 23
		SP:Iteration 67Q (962.040000 sec): 3 clusters
  Score: Raw -2262759.609775 + Penalty 4799.182446 = -2257960.427329
  nChanged 18
		SP:Iteration 68Q (962.090000 sec): 3 clusters
  Score: Raw -2262763.932460 + Penalty 4799.182446 = -2257964.750014
  nChanged 15
		SP:Iteration 69Q (962.130000 sec): 3 clusters
  Score: Raw -2262767.757796 + Penalty 4799.182446 = -2257968.575350
  nChanged 21
		SP:Iteration 70Q (962.180000 sec): 3 clusters
  Score: Raw -2262773.300632 + Penalty 4799.182446 = -2257974.118186
  nChanged 21
		SP:Iteration 71Q (962.220000 sec): 3 clusters
  Score: Raw -2262778.882213 + Penalty 4799.182446 = -2257979.699766
  nChanged 17
		SP:Iteration 72Q (962.270000 sec): 3 clusters
  Score: Raw -2262782.315973 + Penalty 4799.182446 = -2257983.133526
  nChanged 10
		SP:Iteration 73Q (962.320000 sec): 3 clusters
  Score: Raw -2262784.817729 + Penalty 4799.182446 = -2257985.635283
  nChanged 9
		SP:Iteration 74Q (962.360000 sec): 3 clusters
  Score: Raw -2262786.849712 + Penalty 4799.182446 = -2257987.667265
  nChanged 6
		SP:Iteration 75Q (962.410000 sec): 3 clusters
  Score: Raw -2262787.876969 + Penalty 4799.182446 = -2257988.694523
  nChanged 3
		SP:Iteration 76Q (962.460000 sec): 3 clusters
  Score: Raw -2262788.362352 + Penalty 4799.182446 = -2257989.179906
  nChanged 2
		SP:Iteration 77Q (962.500000 sec): 3 clusters
  Score: Raw -2262788.716616 + Penalty 4799.182446 = -2257989.534169
  nChanged 3
		SP:Iteration 78Q (962.550000 sec): 3 clusters
  Score: Raw -2262789.138699 + Penalty 4799.182446 = -2257989.956253
  nChanged 2
		SP:Iteration 79Q (962.600000 sec): 3 clusters
  Score: Raw -2262789.409559 + Penalty 4799.182446 = -2257990.227113
  nChanged 3
		SP:Iteration 80F (962.650000 sec): 3 clusters
  Score: Raw -2262790.156565 + Penalty 4799.182446 = -2257990.974118
  nChanged 2
		SP:Iteration 81Q (962.700000 sec): 3 clusters
  Score: Raw -2262790.541206 + Penalty 4799.182446 = -2257991.358760
  nChanged 0
		SP:Iteration 82F (962.760000 sec): 3 clusters
  Score: Raw -2262790.541206 + Penalty 4799.182446 = -2257991.358760
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (1314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (962.770000 sec): 2 clusters
  Score: Raw -167067.661982 + Penalty 1780.846137 = -165286.815845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (962.770000 sec): 3 clusters
  Score: Raw -166793.261966 + Penalty 3561.692275 = -163231.569691
  nChanged 391
		SP:Iteration 1F (962.780000 sec): 3 clusters
  Score: Raw -168063.871671 + Penalty 3561.692275 = -164502.179396
  nChanged 204
		SP:Iteration 2F (962.780000 sec): 3 clusters
  Score: Raw -169078.942753 + Penalty 3561.692275 = -165517.250478
  nChanged 185
		SP:Iteration 3F (962.790000 sec): 3 clusters
  Score: Raw -170243.260823 + Penalty 3561.692275 = -166681.568548
  nChanged 108
		SP:Iteration 4F (962.790000 sec): 3 clusters
  Score: Raw -171392.136797 + Penalty 3561.692275 = -167830.444522
  nChanged 29
		SP:Iteration 5Q (962.800000 sec): 3 clusters
  Score: Raw -171724.425357 + Penalty 3561.692275 = -168162.733082
  nChanged 27
		SP:Iteration 6Q (962.800000 sec): 3 clusters
  Score: Raw -172213.183328 + Penalty 3561.692275 = -168651.491053
  nChanged 28
		SP:Iteration 7Q (962.800000 sec): 3 clusters
  Score: Raw -172910.455578 + Penalty 3561.692275 = -169348.763303
  nChanged 10
		SP:Iteration 8Q (962.810000 sec): 3 clusters
  Score: Raw -173476.964905 + Penalty 3561.692275 = -169915.272630
  nChanged 0
		SP:Iteration 9F (962.810000 sec): 3 clusters
  Score: Raw -173476.964905 + Penalty 3561.692275 = -169915.272630
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 26.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2035 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (962.820000 sec): 2 clusters
  Score: Raw -282335.777935 + Penalty 1889.326272 = -280446.451663
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (962.830000 sec): 3 clusters
  Score: Raw -281690.148827 + Penalty 3778.652545 = -277911.496283
  nChanged 695
		SP:Iteration 1F (962.840000 sec): 3 clusters
  Score: Raw -282539.379718 + Penalty 3778.652545 = -278760.727173
  nChanged 229
		SP:Iteration 2F (962.840000 sec): 3 clusters
  Score: Raw -282872.281043 + Penalty 3778.652545 = -279093.628498
  nChanged 131
		SP:Iteration 3F (962.850000 sec): 3 clusters
  Score: Raw -283044.910267 + Penalty 3778.652545 = -279266.257722
  nChanged 81
		SP:Iteration 4Q (962.860000 sec): 3 clusters
  Score: Raw -283121.602877 + Penalty 3778.652545 = -279342.950333
  nChanged 56
		SP:Iteration 5Q (962.870000 sec): 3 clusters
  Score: Raw -283177.981585 + Penalty 3778.652545 = -279399.329040
  nChanged 35
		SP:Iteration 6Q (962.870000 sec): 3 clusters
  Score: Raw -283216.291394 + Penalty 3778.652545 = -279437.638849
  nChanged 30
		SP:Iteration 7Q (962.880000 sec): 3 clusters
  Score: Raw -283260.261030 + Penalty 3778.652545 = -279481.608485
  nChanged 23
		SP:Iteration 8Q (962.890000 sec): 3 clusters
  Score: Raw -283305.451615 + Penalty 3778.652545 = -279526.799071
  nChanged 31
		SP:Iteration 9Q (962.900000 sec): 3 clusters
  Score: Raw -283333.664893 + Penalty 3778.652545 = -279555.012348
  nChanged 31
		SP:Iteration 10Q (962.900000 sec): 3 clusters
  Score: Raw -283350.781165 + Penalty 3778.652545 = -279572.128621
  nChanged 19
		SP:Iteration 11Q (962.910000 sec): 3 clusters
  Score: Raw -283362.325547 + Penalty 3778.652545 = -279583.673003
  nChanged 11
		SP:Iteration 12Q (962.920000 sec): 3 clusters
  Score: Raw -283366.566271 + Penalty 3778.652545 = -279587.913727
  nChanged 4
		SP:Iteration 13Q (962.920000 sec): 3 clusters
  Score: Raw -283369.146741 + Penalty 3778.652545 = -279590.494197
  nChanged 5
		SP:Iteration 14Q (962.930000 sec): 3 clusters
  Score: Raw -283372.686649 + Penalty 3778.652545 = -279594.034104
  nChanged 5
		SP:Iteration 15Q (962.940000 sec): 3 clusters
  Score: Raw -283376.579951 + Penalty 3778.652545 = -279597.927407
  nChanged 3
		SP:Iteration 16Q (962.940000 sec): 3 clusters
  Score: Raw -283377.823977 + Penalty 3778.652545 = -279599.171433
  nChanged 3
		SP:Iteration 17Q (962.950000 sec): 3 clusters
  Score: Raw -283378.950814 + Penalty 3778.652545 = -279600.298270
  nChanged 0
		SP:Iteration 18F (962.960000 sec): 3 clusters
  Score: Raw -283378.950814 + Penalty 3778.652545 = -279600.298270
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (30744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (963.070000 sec): 2 clusters
  Score: Raw -4327227.753279 + Penalty 2562.695633 = -4324665.057647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (963.180000 sec): 3 clusters
  Score: Raw -4308839.161146 + Penalty 5125.391266 = -4303713.769880
  nChanged 13837
		SP:Iteration 1F (963.300000 sec): 3 clusters
  Score: Raw -4316792.448256 + Penalty 5125.391266 = -4311667.056990
  nChanged 1727
		SP:Iteration 2F (963.410000 sec): 3 clusters
  Score: Raw -4317573.429672 + Penalty 5125.391266 = -4312448.038407
  nChanged 1651
		SP:Iteration 3F (963.530000 sec): 3 clusters
  Score: Raw -4318337.317019 + Penalty 5125.391266 = -4313211.925753
  nChanged 1676
		SP:Iteration 4F (963.640000 sec): 3 clusters
  Score: Raw -4319195.654404 + Penalty 5125.391266 = -4314070.263139
  nChanged 1755
		SP:Iteration 5F (963.770000 sec): 3 clusters
  Score: Raw -4320142.582243 + Penalty 5125.391266 = -4315017.190977
  nChanged 1654
		SP:Iteration 6F (963.880000 sec): 3 clusters
  Score: Raw -4321013.537032 + Penalty 5125.391266 = -4315888.145766
  nChanged 1517
		SP:Iteration 7Q (963.990000 sec): 3 clusters
  Score: Raw -4321862.656141 + Penalty 5125.391266 = -4316737.264875
  nChanged 1433
		SP:Iteration 8Q (964.110000 sec): 3 clusters
  Score: Raw -4322732.938248 + Penalty 5125.391266 = -4317607.546982
  nChanged 1324
		SP:Iteration 9Q (964.230000 sec): 3 clusters
  Score: Raw -4323621.101355 + Penalty 5125.391266 = -4318495.710089
  nChanged 1206
		SP:Iteration 10Q (964.340000 sec): 3 clusters
  Score: Raw -4324525.649108 + Penalty 5125.391266 = -4319400.257842
  nChanged 1004
		SP:Iteration 11Q (964.460000 sec): 3 clusters
  Score: Raw -4325310.016345 + Penalty 5125.391266 = -4320184.625079
  nChanged 891
		SP:Iteration 12Q (964.560000 sec): 3 clusters
  Score: Raw -4325967.098174 + Penalty 5125.391266 = -4320841.706909
  nChanged 753
		SP:Iteration 13Q (964.670000 sec): 3 clusters
  Score: Raw -4326477.785524 + Penalty 5125.391266 = -4321352.394258
  nChanged 573
		SP:Iteration 14Q (964.780000 sec): 3 clusters
  Score: Raw -4326836.345304 + Penalty 5125.391266 = -4321710.954038
  nChanged 488
		SP:Iteration 15Q (964.880000 sec): 3 clusters
  Score: Raw -4327118.523112 + Penalty 5125.391266 = -4321993.131846
  nChanged 412
		SP:Iteration 16Q (964.980000 sec): 3 clusters
  Score: Raw -4327331.987660 + Penalty 5125.391266 = -4322206.596394
  nChanged 326
		SP:Iteration 17Q (965.080000 sec): 3 clusters
  Score: Raw -4327488.934893 + Penalty 5125.391266 = -4322363.543627
  nChanged 263
		SP:Iteration 18Q (965.170000 sec): 3 clusters
  Score: Raw -4327602.911984 + Penalty 5125.391266 = -4322477.520719
  nChanged 202
		SP:Iteration 19Q (965.260000 sec): 3 clusters
  Score: Raw -4327663.513654 + Penalty 5125.391266 = -4322538.122388
  nChanged 142
		SP:Iteration 20F (965.380000 sec): 3 clusters
  Score: Raw -4327704.015934 + Penalty 5125.391266 = -4322578.624668
  nChanged 115
		SP:Iteration 21Q (965.470000 sec): 3 clusters
  Score: Raw -4327731.921312 + Penalty 5125.391266 = -4322606.530046
  nChanged 88
		SP:Iteration 22Q (965.560000 sec): 3 clusters
  Score: Raw -4327752.538140 + Penalty 5125.391266 = -4322627.146874
  nChanged 86
		SP:Iteration 23Q (965.660000 sec): 3 clusters
  Score: Raw -4327770.910035 + Penalty 5125.391266 = -4322645.518769
  nChanged 78
		SP:Iteration 24Q (965.750000 sec): 3 clusters
  Score: Raw -4327787.419137 + Penalty 5125.391266 = -4322662.027871
  nChanged 74
		SP:Iteration 25Q (965.840000 sec): 3 clusters
  Score: Raw -4327803.746517 + Penalty 5125.391266 = -4322678.355251
  nChanged 74
		SP:Iteration 26Q (965.930000 sec): 3 clusters
  Score: Raw -4327818.382344 + Penalty 5125.391266 = -4322692.991078
  nChanged 55
		SP:Iteration 27Q (966.020000 sec): 3 clusters
  Score: Raw -4327828.887101 + Penalty 5125.391266 = -4322703.495835
  nChanged 54
		SP:Iteration 28Q (966.110000 sec): 3 clusters
  Score: Raw -4327840.783235 + Penalty 5125.391266 = -4322715.391970
  nChanged 51
		SP:Iteration 29Q (966.200000 sec): 3 clusters
  Score: Raw -4327851.720992 + Penalty 5125.391266 = -4322726.329726
  nChanged 50
		SP:Iteration 30Q (966.300000 sec): 3 clusters
  Score: Raw -4327861.218715 + Penalty 5125.391266 = -4322735.827449
  nChanged 29
		SP:Iteration 31Q (966.380000 sec): 3 clusters
  Score: Raw -4327865.282312 + Penalty 5125.391266 = -4322739.891046
  nChanged 28
		SP:Iteration 32Q (966.480000 sec): 3 clusters
  Score: Raw -4327869.217880 + Penalty 5125.391266 = -4322743.826615
  nChanged 28
		SP:Iteration 33Q (966.570000 sec): 3 clusters
  Score: Raw -4327874.270328 + Penalty 5125.391266 = -4322748.879062
  nChanged 37
		SP:Iteration 34Q (966.660000 sec): 3 clusters
  Score: Raw -4327882.666112 + Penalty 5125.391266 = -4322757.274846
  nChanged 39
		SP:Iteration 35Q (966.750000 sec): 3 clusters
  Score: Raw -4327890.907418 + Penalty 5125.391266 = -4322765.516152
  nChanged 31
		SP:Iteration 36Q (966.840000 sec): 3 clusters
  Score: Raw -4327897.097898 + Penalty 5125.391266 = -4322771.706632
  nChanged 30
		SP:Iteration 37Q (966.930000 sec): 3 clusters
  Score: Raw -4327902.398282 + Penalty 5125.391266 = -4322777.007017
  nChanged 22
		SP:Iteration 38Q (967.020000 sec): 3 clusters
  Score: Raw -4327906.159353 + Penalty 5125.391266 = -4322780.768088
  nChanged 25
		SP:Iteration 39Q (967.110000 sec): 3 clusters
  Score: Raw -4327910.117084 + Penalty 5125.391266 = -4322784.725818
  nChanged 21
		SP:Iteration 40F (967.220000 sec): 3 clusters
  Score: Raw -4327912.995722 + Penalty 5125.391266 = -4322787.604457
  nChanged 14
		SP:Iteration 41Q (967.310000 sec): 3 clusters
  Score: Raw -4327914.467773 + Penalty 5125.391266 = -4322789.076508
  nChanged 12
		SP:Iteration 42Q (967.400000 sec): 3 clusters
  Score: Raw -4327916.247803 + Penalty 5125.391266 = -4322790.856537
  nChanged 13
		SP:Iteration 43Q (967.490000 sec): 3 clusters
  Score: Raw -4327918.054286 + Penalty 5125.391266 = -4322792.663020
  nChanged 10
		SP:Iteration 44Q (967.580000 sec): 3 clusters
  Score: Raw -4327919.547119 + Penalty 5125.391266 = -4322794.155854
  nChanged 10
		SP:Iteration 45Q (967.670000 sec): 3 clusters
  Score: Raw -4327921.083108 + Penalty 5125.391266 = -4322795.691842
  nChanged 12
		SP:Iteration 46Q (967.760000 sec): 3 clusters
  Score: Raw -4327922.936285 + Penalty 5125.391266 = -4322797.545020
  nChanged 14
		SP:Iteration 47Q (967.840000 sec): 3 clusters
  Score: Raw -4327924.334303 + Penalty 5125.391266 = -4322798.943038
  nChanged 10
		SP:Iteration 48Q (967.940000 sec): 3 clusters
  Score: Raw -4327925.781128 + Penalty 5125.391266 = -4322800.389863
  nChanged 12
		SP:Iteration 49Q (968.020000 sec): 3 clusters
  Score: Raw -4327927.251205 + Penalty 5125.391266 = -4322801.859940
  nChanged 13
		SP:Iteration 50Q (968.110000 sec): 3 clusters
  Score: Raw -4327928.739849 + Penalty 5125.391266 = -4322803.348584
  nChanged 17
		SP:Iteration 51Q (968.200000 sec): 3 clusters
  Score: Raw -4327931.189760 + Penalty 5125.391266 = -4322805.798495
  nChanged 15
		SP:Iteration 52Q (968.290000 sec): 3 clusters
  Score: Raw -4327933.082942 + Penalty 5125.391266 = -4322807.691676
  nChanged 12
		SP:Iteration 53Q (968.380000 sec): 3 clusters
  Score: Raw -4327934.617394 + Penalty 5125.391266 = -4322809.226128
  nChanged 14
		SP:Iteration 54Q (968.470000 sec): 3 clusters
  Score: Raw -4327936.710935 + Penalty 5125.391266 = -4322811.319670
  nChanged 18
		SP:Iteration 55Q (968.560000 sec): 3 clusters
  Score: Raw -4327939.220959 + Penalty 5125.391266 = -4322813.829694
  nChanged 13
		SP:Iteration 56Q (968.650000 sec): 3 clusters
  Score: Raw -4327940.516608 + Penalty 5125.391266 = -4322815.125342
  nChanged 9
		SP:Iteration 57Q (968.740000 sec): 3 clusters
  Score: Raw -4327942.012015 + Penalty 5125.391266 = -4322816.620749
  nChanged 8
		SP:Iteration 58Q (968.820000 sec): 3 clusters
  Score: Raw -4327943.100298 + Penalty 5125.391266 = -4322817.709032
  nChanged 9
		SP:Iteration 59Q (968.910000 sec): 3 clusters
  Score: Raw -4327944.098190 + Penalty 5125.391266 = -4322818.706924
  nChanged 5
		SP:Iteration 60F (969.030000 sec): 3 clusters
  Score: Raw -4327944.809775 + Penalty 5125.391266 = -4322819.418509
  nChanged 8
		SP:Iteration 61Q (969.120000 sec): 3 clusters
  Score: Raw -4327945.943886 + Penalty 5125.391266 = -4322820.552621
  nChanged 7
		SP:Iteration 62Q (969.200000 sec): 3 clusters
  Score: Raw -4327946.948471 + Penalty 5125.391266 = -4322821.557206
  nChanged 8
		SP:Iteration 63Q (969.290000 sec): 3 clusters
  Score: Raw -4327948.397845 + Penalty 5125.391266 = -4322823.006579
  nChanged 11
		SP:Iteration 64Q (969.380000 sec): 3 clusters
  Score: Raw -4327950.448103 + Penalty 5125.391266 = -4322825.056838
  nChanged 11
		SP:Iteration 65Q (969.470000 sec): 3 clusters
  Score: Raw -4327951.803538 + Penalty 5125.391266 = -4322826.412273
  nChanged 8
		SP:Iteration 66Q (969.560000 sec): 3 clusters
  Score: Raw -4327953.222300 + Penalty 5125.391266 = -4322827.831034
  nChanged 8
		SP:Iteration 67Q (969.640000 sec): 3 clusters
  Score: Raw -4327954.393724 + Penalty 5125.391266 = -4322829.002459
  nChanged 7
		SP:Iteration 68Q (969.730000 sec): 3 clusters
  Score: Raw -4327955.463101 + Penalty 5125.391266 = -4322830.071836
  nChanged 6
		SP:Iteration 69Q (969.820000 sec): 3 clusters
  Score: Raw -4327956.084433 + Penalty 5125.391266 = -4322830.693168
  nChanged 2
		SP:Iteration 70Q (969.910000 sec): 3 clusters
  Score: Raw -4327956.393249 + Penalty 5125.391266 = -4322831.001984
  nChanged 2
		SP:Iteration 71Q (970.000000 sec): 3 clusters
  Score: Raw -4327956.662289 + Penalty 5125.391266 = -4322831.271023
  nChanged 3
		SP:Iteration 72Q (970.090000 sec): 3 clusters
  Score: Raw -4327957.197034 + Penalty 5125.391266 = -4322831.805768
  nChanged 2
		SP:Iteration 73Q (970.180000 sec): 3 clusters
  Score: Raw -4327957.530705 + Penalty 5125.391266 = -4322832.139440
  nChanged 2
		SP:Iteration 74Q (970.260000 sec): 3 clusters
  Score: Raw -4327957.739530 + Penalty 5125.391266 = -4322832.348265
  nChanged 1
		SP:Iteration 75Q (970.350000 sec): 3 clusters
  Score: Raw -4327957.934704 + Penalty 5125.391266 = -4322832.543438
  nChanged 4
		SP:Iteration 76Q (970.440000 sec): 3 clusters
  Score: Raw -4327958.473389 + Penalty 5125.391266 = -4322833.082123
  nChanged 5
		SP:Iteration 77Q (970.530000 sec): 3 clusters
  Score: Raw -4327959.334354 + Penalty 5125.391266 = -4322833.943088
  nChanged 7
		SP:Iteration 78Q (970.620000 sec): 3 clusters
  Score: Raw -4327960.330728 + Penalty 5125.391266 = -4322834.939463
  nChanged 8
		SP:Iteration 79Q (970.700000 sec): 3 clusters
  Score: Raw -4327961.684489 + Penalty 5125.391266 = -4322836.293223
  nChanged 7
		SP:Iteration 80F (970.820000 sec): 3 clusters
  Score: Raw -4327962.801744 + Penalty 5125.391266 = -4322837.410478
  nChanged 11
		SP:Iteration 81Q (970.900000 sec): 3 clusters
  Score: Raw -4327964.691595 + Penalty 5125.391266 = -4322839.300330
  nChanged 13
		SP:Iteration 82Q (970.990000 sec): 3 clusters
  Score: Raw -4327966.405051 + Penalty 5125.391266 = -4322841.013785
  nChanged 13
		SP:Iteration 83Q (971.080000 sec): 3 clusters
  Score: Raw -4327968.434687 + Penalty 5125.391266 = -4322843.043421
  nChanged 12
		SP:Iteration 84Q (971.160000 sec): 3 clusters
  Score: Raw -4327970.156094 + Penalty 5125.391266 = -4322844.764828
  nChanged 14
		SP:Iteration 85Q (971.260000 sec): 3 clusters
  Score: Raw -4327971.934232 + Penalty 5125.391266 = -4322846.542967
  nChanged 10
		SP:Iteration 86Q (971.340000 sec): 3 clusters
  Score: Raw -4327973.443232 + Penalty 5125.391266 = -4322848.051966
  nChanged 12
		SP:Iteration 87Q (971.430000 sec): 3 clusters
  Score: Raw -4327975.056052 + Penalty 5125.391266 = -4322849.664787
  nChanged 9
		SP:Iteration 88Q (971.520000 sec): 3 clusters
  Score: Raw -4327976.508340 + Penalty 5125.391266 = -4322851.117074
  nChanged 6
		SP:Iteration 89Q (971.610000 sec): 3 clusters
  Score: Raw -4327977.709684 + Penalty 5125.391266 = -4322852.318418
  nChanged 6
		SP:Iteration 90Q (971.700000 sec): 3 clusters
  Score: Raw -4327978.658212 + Penalty 5125.391266 = -4322853.266946
  nChanged 5
		SP:Iteration 91Q (971.780000 sec): 3 clusters
  Score: Raw -4327979.550576 + Penalty 5125.391266 = -4322854.159311
  nChanged 4
		SP:Iteration 92Q (971.870000 sec): 3 clusters
  Score: Raw -4327980.074861 + Penalty 5125.391266 = -4322854.683596
  nChanged 6
		SP:Iteration 93Q (971.960000 sec): 3 clusters
  Score: Raw -4327980.790619 + Penalty 5125.391266 = -4322855.399353
  nChanged 6
		SP:Iteration 94Q (972.050000 sec): 3 clusters
  Score: Raw -4327981.582291 + Penalty 5125.391266 = -4322856.191025
  nChanged 3
		SP:Iteration 95Q (972.140000 sec): 3 clusters
  Score: Raw -4327982.351522 + Penalty 5125.391266 = -4322856.960257
  nChanged 5
		SP:Iteration 96Q (972.220000 sec): 3 clusters
  Score: Raw -4327983.001450 + Penalty 5125.391266 = -4322857.610185
  nChanged 5
		SP:Iteration 97Q (972.310000 sec): 3 clusters
  Score: Raw -4327983.515662 + Penalty 5125.391266 = -4322858.124396
  nChanged 1
		SP:Iteration 98Q (972.400000 sec): 3 clusters
  Score: Raw -4327983.568009 + Penalty 5125.391266 = -4322858.176743
  nChanged 0
		SP:Iteration 99F (972.510000 sec): 3 clusters
  Score: Raw -4327983.568009 + Penalty 5125.391266 = -4322858.176743
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (210928 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (973.260000 sec): 2 clusters
  Score: Raw -30911733.664913 + Penalty 3040.299486 = -30908693.365427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (974.080000 sec): 3 clusters
  Score: Raw -30773150.392367 + Penalty 6080.598973 = -30767069.793395
  nChanged 101469
		SP:Iteration 1F (974.890000 sec): 3 clusters
  Score: Raw -30833936.332535 + Penalty 6080.598973 = -30827855.733563
  nChanged 8315
		SP:Iteration 2Q (975.720000 sec): 3 clusters
  Score: Raw -30836886.085103 + Penalty 6080.598973 = -30830805.486131
  nChanged 10162
		SP:Iteration 3Q (976.550000 sec): 3 clusters
  Score: Raw -30841447.208952 + Penalty 6080.598973 = -30835366.609980
  nChanged 12019
		SP:Iteration 4F (977.360000 sec): 3 clusters
  Score: Raw -30847879.991385 + Penalty 6080.598973 = -30841799.392413
  nChanged 13471
		SP:Iteration 5F (978.160000 sec): 3 clusters
  Score: Raw -30855948.799423 + Penalty 6080.598973 = -30849868.200450
  nChanged 13696
		SP:Iteration 6F (978.970000 sec): 3 clusters
  Score: Raw -30864163.587126 + Penalty 6080.598973 = -30858082.988154
  nChanged 12689
		SP:Iteration 7F (979.810000 sec): 3 clusters
  Score: Raw -30871552.707201 + Penalty 6080.598973 = -30865472.108228
  nChanged 11428
		SP:Iteration 8F (980.680000 sec): 3 clusters
  Score: Raw -30878135.932463 + Penalty 6080.598973 = -30872055.333490
  nChanged 10320
		SP:Iteration 9Q (981.520000 sec): 3 clusters
  Score: Raw -30884182.636081 + Penalty 6080.598973 = -30878102.037109
  nChanged 9881
		SP:Iteration 10Q (982.310000 sec): 3 clusters
  Score: Raw -30890099.232730 + Penalty 6080.598973 = -30884018.633757
  nChanged 9613
		SP:Iteration 11Q (983.100000 sec): 3 clusters
  Score: Raw -30895859.372908 + Penalty 6080.598973 = -30889778.773935
  nChanged 9145
		SP:Iteration 12Q (983.860000 sec): 3 clusters
  Score: Raw -30901436.373773 + Penalty 6080.598973 = -30895355.774800
  nChanged 8557
		SP:Iteration 13Q (984.610000 sec): 3 clusters
  Score: Raw -30906778.363603 + Penalty 6080.598973 = -30900697.764630
  nChanged 7536
		SP:Iteration 14Q (985.340000 sec): 3 clusters
  Score: Raw -30911507.587369 + Penalty 6080.598973 = -30905426.988397
  nChanged 6277
		SP:Iteration 15Q (986.060000 sec): 3 clusters
  Score: Raw -30915288.862682 + Penalty 6080.598973 = -30909208.263710
  nChanged 4953
		SP:Iteration 16Q (986.750000 sec): 3 clusters
  Score: Raw -30917961.693087 + Penalty 6080.598973 = -30911881.094114
  nChanged 3750
		SP:Iteration 17Q (987.420000 sec): 3 clusters
  Score: Raw -30919634.734725 + Penalty 6080.598973 = -30913554.135752
  nChanged 2752
		SP:Iteration 18Q (988.080000 sec): 3 clusters
  Score: Raw -30920588.706205 + Penalty 6080.598973 = -30914508.107232
  nChanged 2100
		SP:Iteration 19Q (988.730000 sec): 3 clusters
  Score: Raw -30921166.721444 + Penalty 6080.598973 = -30915086.122471
  nChanged 1563
		SP:Iteration 20F (989.520000 sec): 3 clusters
  Score: Raw -30921511.630333 + Penalty 6080.598973 = -30915431.031360
  nChanged 1183
		SP:Iteration 21Q (990.160000 sec): 3 clusters
  Score: Raw -30921731.251564 + Penalty 6080.598973 = -30915650.652592
  nChanged 927
		SP:Iteration 22Q (990.790000 sec): 3 clusters
  Score: Raw -30921873.700064 + Penalty 6080.598973 = -30915793.101091
  nChanged 748
		SP:Iteration 23Q (991.430000 sec): 3 clusters
  Score: Raw -30921969.680815 + Penalty 6080.598973 = -30915889.081842
  nChanged 564
		SP:Iteration 24Q (992.060000 sec): 3 clusters
  Score: Raw -30922030.164532 + Penalty 6080.598973 = -30915949.565560
  nChanged 440
		SP:Iteration 25Q (992.700000 sec): 3 clusters
  Score: Raw -30922069.513083 + Penalty 6080.598973 = -30915988.914111
  nChanged 324
		SP:Iteration 26Q (993.320000 sec): 3 clusters
  Score: Raw -30922096.226233 + Penalty 6080.598973 = -30916015.627260
  nChanged 274
		SP:Iteration 27Q (993.940000 sec): 3 clusters
  Score: Raw -30922116.858720 + Penalty 6080.598973 = -30916036.259747
  nChanged 205
		SP:Iteration 28Q (994.560000 sec): 3 clusters
  Score: Raw -30922131.472541 + Penalty 6080.598973 = -30916050.873568
  nChanged 193
		SP:Iteration 29Q (995.190000 sec): 3 clusters
  Score: Raw -30922144.391186 + Penalty 6080.598973 = -30916063.792213
  nChanged 154
		SP:Iteration 30Q (995.810000 sec): 3 clusters
  Score: Raw -30922152.874208 + Penalty 6080.598973 = -30916072.275236
  nChanged 114
		SP:Iteration 31Q (996.430000 sec): 3 clusters
  Score: Raw -30922158.475521 + Penalty 6080.598973 = -30916077.876548
  nChanged 94
		SP:Iteration 32Q (997.050000 sec): 3 clusters
  Score: Raw -30922162.933755 + Penalty 6080.598973 = -30916082.334782
  nChanged 77
		SP:Iteration 33Q (997.670000 sec): 3 clusters
  Score: Raw -30922166.841651 + Penalty 6080.598973 = -30916086.242679
  nChanged 62
		SP:Iteration 34Q (998.300000 sec): 3 clusters
  Score: Raw -30922169.605870 + Penalty 6080.598973 = -30916089.006897
  nChanged 48
		SP:Iteration 35Q (998.920000 sec): 3 clusters
  Score: Raw -30922171.419995 + Penalty 6080.598973 = -30916090.821023
  nChanged 35
		SP:Iteration 36Q (999.540000 sec): 3 clusters
  Score: Raw -30922172.664160 + Penalty 6080.598973 = -30916092.065187
  nChanged 32
		SP:Iteration 37Q (1000.160000 sec): 3 clusters
  Score: Raw -30922173.865338 + Penalty 6080.598973 = -30916093.266366
  nChanged 29
		SP:Iteration 38Q (1000.780000 sec): 3 clusters
  Score: Raw -30922174.915505 + Penalty 6080.598973 = -30916094.316532
  nChanged 26
		SP:Iteration 39Q (1001.390000 sec): 3 clusters
  Score: Raw -30922175.820660 + Penalty 6080.598973 = -30916095.221687
  nChanged 20
		SP:Iteration 40F (1002.180000 sec): 3 clusters
  Score: Raw -30922176.714929 + Penalty 6080.598973 = -30916096.115957
  nChanged 22
		SP:Iteration 41Q (1002.800000 sec): 3 clusters
  Score: Raw -30922177.569686 + Penalty 6080.598973 = -30916096.970713
  nChanged 19
		SP:Iteration 42Q (1003.410000 sec): 3 clusters
  Score: Raw -30922178.349586 + Penalty 6080.598973 = -30916097.750613
  nChanged 16
		SP:Iteration 43Q (1004.030000 sec): 3 clusters
  Score: Raw -30922178.968775 + Penalty 6080.598973 = -30916098.369802
  nChanged 20
		SP:Iteration 44Q (1004.650000 sec): 3 clusters
  Score: Raw -30922179.516672 + Penalty 6080.598973 = -30916098.917699
  nChanged 15
		SP:Iteration 45Q (1005.280000 sec): 3 clusters
  Score: Raw -30922180.039367 + Penalty 6080.598973 = -30916099.440395
  nChanged 11
		SP:Iteration 46Q (1005.900000 sec): 3 clusters
  Score: Raw -30922180.352723 + Penalty 6080.598973 = -30916099.753751
  nChanged 9
		SP:Iteration 47Q (1006.510000 sec): 3 clusters
  Score: Raw -30922180.606613 + Penalty 6080.598973 = -30916100.007640
  nChanged 6
		SP:Iteration 48Q (1007.130000 sec): 3 clusters
  Score: Raw -30922180.746315 + Penalty 6080.598973 = -30916100.147343
  nChanged 3
		SP:Iteration 49Q (1007.750000 sec): 3 clusters
  Score: Raw -30922180.822256 + Penalty 6080.598973 = -30916100.223283
  nChanged 2
		SP:Iteration 50Q (1008.370000 sec): 3 clusters
  Score: Raw -30922180.864883 + Penalty 6080.598973 = -30916100.265911
  nChanged 1
		SP:Iteration 51Q (1008.990000 sec): 3 clusters
  Score: Raw -30922180.886061 + Penalty 6080.598973 = -30916100.287088
  nChanged 0
		SP:Iteration 52F (1009.770000 sec): 3 clusters
  Score: Raw -30922180.886061 + Penalty 6080.598973 = -30916100.287088
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 27.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1010.190000 sec): 2 clusters
  Score: Raw -17489174.565057 + Penalty 2900.322042 = -17486274.243016
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1010.650000 sec): 3 clusters
  Score: Raw -17411870.661440 + Penalty 5800.644083 = -17406070.017357
  nChanged 56987
		SP:Iteration 1F (1011.100000 sec): 3 clusters
  Score: Raw -17445591.858583 + Penalty 5800.644083 = -17439791.214499
  nChanged 5124
		SP:Iteration 2Q (1011.570000 sec): 3 clusters
  Score: Raw -17447588.070919 + Penalty 5800.644083 = -17441787.426835
  nChanged 6381
		SP:Iteration 3F (1012.020000 sec): 3 clusters
  Score: Raw -17450879.646359 + Penalty 5800.644083 = -17445079.002276
  nChanged 8201
		SP:Iteration 4F (1012.470000 sec): 3 clusters
  Score: Raw -17456545.368479 + Penalty 5800.644083 = -17450744.724396
  nChanged 9739
		SP:Iteration 5F (1012.920000 sec): 3 clusters
  Score: Raw -17464840.025769 + Penalty 5800.644083 = -17459039.381686
  nChanged 9603
		SP:Iteration 6F (1013.370000 sec): 3 clusters
  Score: Raw -17474225.800314 + Penalty 5800.644083 = -17468425.156230
  nChanged 7231
		SP:Iteration 7F (1013.820000 sec): 3 clusters
  Score: Raw -17481530.327021 + Penalty 5800.644083 = -17475729.682937
  nChanged 4144
		SP:Iteration 8Q (1014.240000 sec): 3 clusters
  Score: Raw -17485639.370493 + Penalty 5800.644083 = -17479838.726410
  nChanged 2170
		SP:Iteration 9Q (1014.610000 sec): 3 clusters
  Score: Raw -17487560.265828 + Penalty 5800.644083 = -17481759.621745
  nChanged 1259
		SP:Iteration 10Q (1014.970000 sec): 3 clusters
  Score: Raw -17488518.116370 + Penalty 5800.644083 = -17482717.472287
  nChanged 809
		SP:Iteration 11Q (1015.310000 sec): 3 clusters
  Score: Raw -17488970.464581 + Penalty 5800.644083 = -17483169.820498
  nChanged 523
		SP:Iteration 12Q (1015.650000 sec): 3 clusters
  Score: Raw -17489201.555483 + Penalty 5800.644083 = -17483400.911400
  nChanged 374
		SP:Iteration 13Q (1015.990000 sec): 3 clusters
  Score: Raw -17489358.479909 + Penalty 5800.644083 = -17483557.835826
  nChanged 291
		SP:Iteration 14Q (1016.320000 sec): 3 clusters
  Score: Raw -17489469.811294 + Penalty 5800.644083 = -17483669.167210
  nChanged 234
		SP:Iteration 15Q (1016.650000 sec): 3 clusters
  Score: Raw -17489559.552570 + Penalty 5800.644083 = -17483758.908487
  nChanged 187
		SP:Iteration 16Q (1016.980000 sec): 3 clusters
  Score: Raw -17489622.604959 + Penalty 5800.644083 = -17483821.960876
  nChanged 164
		SP:Iteration 17Q (1017.310000 sec): 3 clusters
  Score: Raw -17489679.005159 + Penalty 5800.644083 = -17483878.361076
  nChanged 161
		SP:Iteration 18Q (1017.640000 sec): 3 clusters
  Score: Raw -17489735.022019 + Penalty 5800.644083 = -17483934.377936
  nChanged 132
		SP:Iteration 19Q (1017.970000 sec): 3 clusters
  Score: Raw -17489781.877158 + Penalty 5800.644083 = -17483981.233075
  nChanged 102
		SP:Iteration 20F (1018.410000 sec): 3 clusters
  Score: Raw -17489821.633104 + Penalty 5800.644083 = -17484020.989021
  nChanged 103
		SP:Iteration 21Q (1018.740000 sec): 3 clusters
  Score: Raw -17489856.796423 + Penalty 5800.644083 = -17484056.152340
  nChanged 81
		SP:Iteration 22Q (1019.060000 sec): 3 clusters
  Score: Raw -17489883.052964 + Penalty 5800.644083 = -17484082.408881
  nChanged 56
		SP:Iteration 23Q (1019.390000 sec): 3 clusters
  Score: Raw -17489899.086478 + Penalty 5800.644083 = -17484098.442395
  nChanged 45
		SP:Iteration 24Q (1019.710000 sec): 3 clusters
  Score: Raw -17489909.459480 + Penalty 5800.644083 = -17484108.815396
  nChanged 48
		SP:Iteration 25Q (1020.030000 sec): 3 clusters
  Score: Raw -17489921.603740 + Penalty 5800.644083 = -17484120.959657
  nChanged 45
		SP:Iteration 26Q (1020.360000 sec): 3 clusters
  Score: Raw -17489932.087586 + Penalty 5800.644083 = -17484131.443503
  nChanged 31
		SP:Iteration 27Q (1020.680000 sec): 3 clusters
  Score: Raw -17489938.121798 + Penalty 5800.644083 = -17484137.477715
  nChanged 28
		SP:Iteration 28Q (1021.010000 sec): 3 clusters
  Score: Raw -17489943.452373 + Penalty 5800.644083 = -17484142.808290
  nChanged 27
		SP:Iteration 29Q (1021.330000 sec): 3 clusters
  Score: Raw -17489949.348339 + Penalty 5800.644083 = -17484148.704256
  nChanged 24
		SP:Iteration 30Q (1021.650000 sec): 3 clusters
  Score: Raw -17489955.892801 + Penalty 5800.644083 = -17484155.248718
  nChanged 19
		SP:Iteration 31Q (1021.980000 sec): 3 clusters
  Score: Raw -17489960.196533 + Penalty 5800.644083 = -17484159.552450
  nChanged 22
		SP:Iteration 32Q (1022.300000 sec): 3 clusters
  Score: Raw -17489966.004690 + Penalty 5800.644083 = -17484165.360607
  nChanged 25
		SP:Iteration 33Q (1022.620000 sec): 3 clusters
  Score: Raw -17489971.139641 + Penalty 5800.644083 = -17484170.495558
  nChanged 19
		SP:Iteration 34Q (1022.940000 sec): 3 clusters
  Score: Raw -17489975.874156 + Penalty 5800.644083 = -17484175.230073
  nChanged 20
		SP:Iteration 35Q (1023.270000 sec): 3 clusters
  Score: Raw -17489980.587565 + Penalty 5800.644083 = -17484179.943482
  nChanged 18
		SP:Iteration 36Q (1023.590000 sec): 3 clusters
  Score: Raw -17489984.316913 + Penalty 5800.644083 = -17484183.672830
  nChanged 12
		SP:Iteration 37Q (1023.910000 sec): 3 clusters
  Score: Raw -17489987.009328 + Penalty 5800.644083 = -17484186.365244
  nChanged 19
		SP:Iteration 38Q (1024.230000 sec): 3 clusters
  Score: Raw -17489991.157826 + Penalty 5800.644083 = -17484190.513743
  nChanged 16
		SP:Iteration 39Q (1024.550000 sec): 3 clusters
  Score: Raw -17489994.326258 + Penalty 5800.644083 = -17484193.682175
  nChanged 17
		SP:Iteration 40F (1024.990000 sec): 3 clusters
  Score: Raw -17489998.282308 + Penalty 5800.644083 = -17484197.638225
  nChanged 17
		SP:Iteration 41Q (1025.320000 sec): 3 clusters
  Score: Raw -17490002.259779 + Penalty 5800.644083 = -17484201.615696
  nChanged 15
		SP:Iteration 42Q (1025.640000 sec): 3 clusters
  Score: Raw -17490006.230575 + Penalty 5800.644083 = -17484205.586492
  nChanged 15
		SP:Iteration 43Q (1025.960000 sec): 3 clusters
  Score: Raw -17490010.675220 + Penalty 5800.644083 = -17484210.031137
  nChanged 14
		SP:Iteration 44Q (1026.290000 sec): 3 clusters
  Score: Raw -17490014.201933 + Penalty 5800.644083 = -17484213.557850
  nChanged 16
		SP:Iteration 45Q (1026.610000 sec): 3 clusters
  Score: Raw -17490017.485642 + Penalty 5800.644083 = -17484216.841558
  nChanged 12
		SP:Iteration 46Q (1026.930000 sec): 3 clusters
  Score: Raw -17490020.512579 + Penalty 5800.644083 = -17484219.868496
  nChanged 5
		SP:Iteration 47Q (1027.250000 sec): 3 clusters
  Score: Raw -17490021.311259 + Penalty 5800.644083 = -17484220.667175
  nChanged 4
		SP:Iteration 48Q (1027.570000 sec): 3 clusters
  Score: Raw -17490022.195033 + Penalty 5800.644083 = -17484221.550950
  nChanged 2
		SP:Iteration 49Q (1027.890000 sec): 3 clusters
  Score: Raw -17490022.654489 + Penalty 5800.644083 = -17484222.010406
  nChanged 0
		SP:Iteration 50F (1028.340000 sec): 3 clusters
  Score: Raw -17490022.654489 + Penalty 5800.644083 = -17484222.010406
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (10792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1028.430000 sec): 2 clusters
  Score: Raw -1639774.611211 + Penalty 2303.066979 = -1637471.544232
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1028.470000 sec): 3 clusters
  Score: Raw -1633930.154395 + Penalty 4606.133957 = -1629324.020438
  nChanged 4541
		SP:Iteration 1F (1028.510000 sec): 3 clusters
  Score: Raw -1636217.169758 + Penalty 4606.133957 = -1631611.035800
  nChanged 641
		SP:Iteration 2F (1028.550000 sec): 3 clusters
  Score: Raw -1636497.881593 + Penalty 4606.133957 = -1631891.747636
  nChanged 501
		SP:Iteration 3Q (1028.590000 sec): 3 clusters
  Score: Raw -1636697.580396 + Penalty 4606.133957 = -1632091.446439
  nChanged 405
		SP:Iteration 4Q (1028.630000 sec): 3 clusters
  Score: Raw -1636850.402439 + Penalty 4606.133957 = -1632244.268481
  nChanged 348
		SP:Iteration 5Q (1028.670000 sec): 3 clusters
  Score: Raw -1636979.525335 + Penalty 4606.133957 = -1632373.391378
  nChanged 311
		SP:Iteration 6Q (1028.710000 sec): 3 clusters
  Score: Raw -1637098.315047 + Penalty 4606.133957 = -1632492.181090
  nChanged 322
		SP:Iteration 7Q (1028.750000 sec): 3 clusters
  Score: Raw -1637229.040064 + Penalty 4606.133957 = -1632622.906106
  nChanged 353
		SP:Iteration 8Q (1028.790000 sec): 3 clusters
  Score: Raw -1637382.280159 + Penalty 4606.133957 = -1632776.146202
  nChanged 399
		SP:Iteration 9Q (1028.830000 sec): 3 clusters
  Score: Raw -1637563.585749 + Penalty 4606.133957 = -1632957.451792
  nChanged 427
		SP:Iteration 10Q (1028.870000 sec): 3 clusters
  Score: Raw -1637779.649810 + Penalty 4606.133957 = -1633173.515852
  nChanged 451
		SP:Iteration 11Q (1028.910000 sec): 3 clusters
  Score: Raw -1638017.200565 + Penalty 4606.133957 = -1633411.066608
  nChanged 433
		SP:Iteration 12Q (1028.940000 sec): 3 clusters
  Score: Raw -1638251.172546 + Penalty 4606.133957 = -1633645.038589
  nChanged 428
		SP:Iteration 13Q (1028.980000 sec): 3 clusters
  Score: Raw -1638498.223465 + Penalty 4606.133957 = -1633892.089507
  nChanged 428
		SP:Iteration 14Q (1029.020000 sec): 3 clusters
  Score: Raw -1638759.302151 + Penalty 4606.133957 = -1634153.168193
  nChanged 418
		SP:Iteration 15Q (1029.060000 sec): 3 clusters
  Score: Raw -1639036.831099 + Penalty 4606.133957 = -1634430.697141
  nChanged 387
		SP:Iteration 16Q (1029.100000 sec): 3 clusters
  Score: Raw -1639304.925826 + Penalty 4606.133957 = -1634698.791868
  nChanged 331
		SP:Iteration 17Q (1029.140000 sec): 3 clusters
  Score: Raw -1639533.211153 + Penalty 4606.133957 = -1634927.077196
  nChanged 265
		SP:Iteration 18Q (1029.180000 sec): 3 clusters
  Score: Raw -1639710.768751 + Penalty 4606.133957 = -1635104.634794
  nChanged 205
		SP:Iteration 19Q (1029.220000 sec): 3 clusters
  Score: Raw -1639845.393744 + Penalty 4606.133957 = -1635239.259786
  nChanged 159
		SP:Iteration 20F (1029.260000 sec): 3 clusters
  Score: Raw -1639956.797658 + Penalty 4606.133957 = -1635350.663700
  nChanged 115
		SP:Iteration 21Q (1029.300000 sec): 3 clusters
  Score: Raw -1640032.122933 + Penalty 4606.133957 = -1635425.988976
  nChanged 89
		SP:Iteration 22Q (1029.340000 sec): 3 clusters
  Score: Raw -1640094.350512 + Penalty 4606.133957 = -1635488.216554
  nChanged 73
		SP:Iteration 23Q (1029.380000 sec): 3 clusters
  Score: Raw -1640141.255873 + Penalty 4606.133957 = -1635535.121916
  nChanged 56
		SP:Iteration 24Q (1029.410000 sec): 3 clusters
  Score: Raw -1640173.527020 + Penalty 4606.133957 = -1635567.393063
  nChanged 34
		SP:Iteration 25Q (1029.450000 sec): 3 clusters
  Score: Raw -1640193.092340 + Penalty 4606.133957 = -1635586.958383
  nChanged 19
		SP:Iteration 26Q (1029.480000 sec): 3 clusters
  Score: Raw -1640206.132400 + Penalty 4606.133957 = -1635599.998443
  nChanged 16
		SP:Iteration 27Q (1029.520000 sec): 3 clusters
  Score: Raw -1640214.742127 + Penalty 4606.133957 = -1635608.608170
  nChanged 10
		SP:Iteration 28Q (1029.560000 sec): 3 clusters
  Score: Raw -1640220.776055 + Penalty 4606.133957 = -1635614.642098
  nChanged 15
		SP:Iteration 29Q (1029.590000 sec): 3 clusters
  Score: Raw -1640229.867803 + Penalty 4606.133957 = -1635623.733846
  nChanged 16
		SP:Iteration 30Q (1029.630000 sec): 3 clusters
  Score: Raw -1640238.336400 + Penalty 4606.133957 = -1635632.202442
  nChanged 10
		SP:Iteration 31Q (1029.660000 sec): 3 clusters
  Score: Raw -1640245.660637 + Penalty 4606.133957 = -1635639.526680
  nChanged 10
		SP:Iteration 32Q (1029.700000 sec): 3 clusters
  Score: Raw -1640250.756923 + Penalty 4606.133957 = -1635644.622966
  nChanged 11
		SP:Iteration 33Q (1029.740000 sec): 3 clusters
  Score: Raw -1640256.674118 + Penalty 4606.133957 = -1635650.540160
  nChanged 7
		SP:Iteration 34Q (1029.770000 sec): 3 clusters
  Score: Raw -1640260.354874 + Penalty 4606.133957 = -1635654.220917
  nChanged 3
		SP:Iteration 35Q (1029.810000 sec): 3 clusters
  Score: Raw -1640262.444175 + Penalty 4606.133957 = -1635656.310217
  nChanged 5
		SP:Iteration 36Q (1029.840000 sec): 3 clusters
  Score: Raw -1640265.778209 + Penalty 4606.133957 = -1635659.644252
  nChanged 4
		SP:Iteration 37Q (1029.880000 sec): 3 clusters
  Score: Raw -1640267.528765 + Penalty 4606.133957 = -1635661.394808
  nChanged 5
		SP:Iteration 38Q (1029.910000 sec): 3 clusters
  Score: Raw -1640269.895299 + Penalty 4606.133957 = -1635663.761342
  nChanged 2
		SP:Iteration 39Q (1029.950000 sec): 3 clusters
  Score: Raw -1640271.422188 + Penalty 4606.133957 = -1635665.288231
  nChanged 4
		SP:Iteration 40F (1029.990000 sec): 3 clusters
  Score: Raw -1640273.129200 + Penalty 4606.133957 = -1635666.995243
  nChanged 2
		SP:Iteration 41Q (1030.020000 sec): 3 clusters
  Score: Raw -1640274.361717 + Penalty 4606.133957 = -1635668.227760
  nChanged 2
		SP:Iteration 42Q (1030.060000 sec): 3 clusters
  Score: Raw -1640275.243146 + Penalty 4606.133957 = -1635669.109188
  nChanged 3
		SP:Iteration 43Q (1030.100000 sec): 3 clusters
  Score: Raw -1640276.315075 + Penalty 4606.133957 = -1635670.181118
  nChanged 2
		SP:Iteration 44Q (1030.130000 sec): 3 clusters
  Score: Raw -1640277.405311 + Penalty 4606.133957 = -1635671.271354
  nChanged 1
		SP:Iteration 45Q (1030.170000 sec): 3 clusters
  Score: Raw -1640277.992642 + Penalty 4606.133957 = -1635671.858684
  nChanged 3
		SP:Iteration 46Q (1030.200000 sec): 3 clusters
  Score: Raw -1640279.561101 + Penalty 4606.133957 = -1635673.427143
  nChanged 2
		SP:Iteration 47Q (1030.240000 sec): 3 clusters
  Score: Raw -1640280.436861 + Penalty 4606.133957 = -1635674.302904
  nChanged 1
		SP:Iteration 48Q (1030.270000 sec): 3 clusters
  Score: Raw -1640281.052259 + Penalty 4606.133957 = -1635674.918301
  nChanged 3
		SP:Iteration 49Q (1030.310000 sec): 3 clusters
  Score: Raw -1640282.329681 + Penalty 4606.133957 = -1635676.195724
  nChanged 1
		SP:Iteration 50Q (1030.340000 sec): 3 clusters
  Score: Raw -1640282.620555 + Penalty 4606.133957 = -1635676.486597
  nChanged 0
		SP:Iteration 51F (1030.380000 sec): 3 clusters
  Score: Raw -1640282.620555 + Penalty 4606.133957 = -1635676.486597
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (6669 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1030.410000 sec): 2 clusters
  Score: Raw -949083.746266 + Penalty 2183.695850 = -946900.050416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1030.430000 sec): 3 clusters
  Score: Raw -945634.755525 + Penalty 4367.391701 = -941267.363824
  nChanged 2702
		SP:Iteration 1F (1030.460000 sec): 3 clusters
  Score: Raw -947202.984963 + Penalty 4367.391701 = -942835.593263
  nChanged 542
		SP:Iteration 2F (1030.480000 sec): 3 clusters
  Score: Raw -947577.544328 + Penalty 4367.391701 = -943210.152628
  nChanged 425
		SP:Iteration 3F (1030.500000 sec): 3 clusters
  Score: Raw -947871.305258 + Penalty 4367.391701 = -943503.913558
  nChanged 359
		SP:Iteration 4F (1030.530000 sec): 3 clusters
  Score: Raw -948121.866120 + Penalty 4367.391701 = -943754.474420
  nChanged 310
		SP:Iteration 5Q (1030.550000 sec): 3 clusters
  Score: Raw -948332.786043 + Penalty 4367.391701 = -943965.394342
  nChanged 292
		SP:Iteration 6Q (1030.580000 sec): 3 clusters
  Score: Raw -948504.555897 + Penalty 4367.391701 = -944137.164196
  nChanged 268
		SP:Iteration 7Q (1030.600000 sec): 3 clusters
  Score: Raw -948666.822626 + Penalty 4367.391701 = -944299.430925
  nChanged 241
		SP:Iteration 8Q (1030.620000 sec): 3 clusters
  Score: Raw -948823.630583 + Penalty 4367.391701 = -944456.238882
  nChanged 231
		SP:Iteration 9Q (1030.650000 sec): 3 clusters
  Score: Raw -948976.597729 + Penalty 4367.391701 = -944609.206029
  nChanged 206
		SP:Iteration 10Q (1030.670000 sec): 3 clusters
  Score: Raw -949124.211956 + Penalty 4367.391701 = -944756.820255
  nChanged 198
		SP:Iteration 11Q (1030.700000 sec): 3 clusters
  Score: Raw -949275.566808 + Penalty 4367.391701 = -944908.175107
  nChanged 174
		SP:Iteration 12Q (1030.720000 sec): 3 clusters
  Score: Raw -949398.069128 + Penalty 4367.391701 = -945030.677427
  nChanged 130
		SP:Iteration 13Q (1030.740000 sec): 3 clusters
  Score: Raw -949486.873879 + Penalty 4367.391701 = -945119.482179
  nChanged 111
		SP:Iteration 14Q (1030.770000 sec): 3 clusters
  Score: Raw -949546.920489 + Penalty 4367.391701 = -945179.528788
  nChanged 87
		SP:Iteration 15Q (1030.790000 sec): 3 clusters
  Score: Raw -949590.039740 + Penalty 4367.391701 = -945222.648040
  nChanged 64
		SP:Iteration 16Q (1030.820000 sec): 3 clusters
  Score: Raw -949624.839655 + Penalty 4367.391701 = -945257.447954
  nChanged 57
		SP:Iteration 17Q (1030.840000 sec): 3 clusters
  Score: Raw -949648.349097 + Penalty 4367.391701 = -945280.957397
  nChanged 39
		SP:Iteration 18Q (1030.860000 sec): 3 clusters
  Score: Raw -949662.472092 + Penalty 4367.391701 = -945295.080391
  nChanged 21
		SP:Iteration 19Q (1030.880000 sec): 3 clusters
  Score: Raw -949670.062991 + Penalty 4367.391701 = -945302.671291
  nChanged 21
		SP:Iteration 20F (1030.910000 sec): 3 clusters
  Score: Raw -949677.923633 + Penalty 4367.391701 = -945310.531932
  nChanged 21
		SP:Iteration 21Q (1030.930000 sec): 3 clusters
  Score: Raw -949686.431948 + Penalty 4367.391701 = -945319.040247
  nChanged 20
		SP:Iteration 22Q (1030.950000 sec): 3 clusters
  Score: Raw -949692.788515 + Penalty 4367.391701 = -945325.396814
  nChanged 15
		SP:Iteration 23Q (1030.980000 sec): 3 clusters
  Score: Raw -949697.740718 + Penalty 4367.391701 = -945330.349017
  nChanged 14
		SP:Iteration 24Q (1031.000000 sec): 3 clusters
  Score: Raw -949702.751078 + Penalty 4367.391701 = -945335.359378
  nChanged 14
		SP:Iteration 25Q (1031.020000 sec): 3 clusters
  Score: Raw -949708.227097 + Penalty 4367.391701 = -945340.835396
  nChanged 7
		SP:Iteration 26Q (1031.040000 sec): 3 clusters
  Score: Raw -949710.232586 + Penalty 4367.391701 = -945342.840885
  nChanged 9
		SP:Iteration 27Q (1031.060000 sec): 3 clusters
  Score: Raw -949712.559929 + Penalty 4367.391701 = -945345.168229
  nChanged 8
		SP:Iteration 28Q (1031.090000 sec): 3 clusters
  Score: Raw -949714.472580 + Penalty 4367.391701 = -945347.080879
  nChanged 10
		SP:Iteration 29Q (1031.110000 sec): 3 clusters
  Score: Raw -949718.182230 + Penalty 4367.391701 = -945350.790529
  nChanged 8
		SP:Iteration 30Q (1031.130000 sec): 3 clusters
  Score: Raw -949720.759275 + Penalty 4367.391701 = -945353.367574
  nChanged 12
		SP:Iteration 31Q (1031.150000 sec): 3 clusters
  Score: Raw -949724.148284 + Penalty 4367.391701 = -945356.756584
  nChanged 9
		SP:Iteration 32Q (1031.180000 sec): 3 clusters
  Score: Raw -949727.192195 + Penalty 4367.391701 = -945359.800494
  nChanged 11
		SP:Iteration 33Q (1031.200000 sec): 3 clusters
  Score: Raw -949730.591176 + Penalty 4367.391701 = -945363.199476
  nChanged 5
		SP:Iteration 34Q (1031.220000 sec): 3 clusters
  Score: Raw -949732.139738 + Penalty 4367.391701 = -945364.748038
  nChanged 4
		SP:Iteration 35Q (1031.240000 sec): 3 clusters
  Score: Raw -949733.054056 + Penalty 4367.391701 = -945365.662355
  nChanged 1
		SP:Iteration 36Q (1031.260000 sec): 3 clusters
  Score: Raw -949733.196912 + Penalty 4367.391701 = -945365.805211
  nChanged 0
		SP:Iteration 37F (1031.290000 sec): 3 clusters
  Score: Raw -949733.196912 + Penalty 4367.391701 = -945365.805211
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1031.300000 sec): 2 clusters
  Score: Raw -41717.255406 + Penalty 1485.883208 = -40231.372198
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1031.300000 sec): 3 clusters
  Score: Raw -41885.415095 + Penalty 2971.766415 = -38913.648679
  nChanged 107
		SP:Iteration 1F (1031.300000 sec): 3 clusters
  Score: Raw -42535.135807 + Penalty 2971.766415 = -39563.369392
  nChanged 31
		SP:Iteration 2F (1031.300000 sec): 3 clusters
  Score: Raw -42784.205606 + Penalty 2971.766415 = -39812.439190
  nChanged 23
		SP:Iteration 3F (1031.300000 sec): 3 clusters
  Score: Raw -42979.207181 + Penalty 2971.766415 = -40007.440765
  nChanged 31
		SP:Iteration 4F (1031.300000 sec): 3 clusters
  Score: Raw -43146.320816 + Penalty 2971.766415 = -40174.554401
  nChanged 19
		SP:Iteration 5Q (1031.300000 sec): 3 clusters
  Score: Raw -43314.440042 + Penalty 2971.766415 = -40342.673627
  nChanged 14
		SP:Iteration 6Q (1031.300000 sec): 3 clusters
  Score: Raw -43442.287600 + Penalty 2971.766415 = -40470.521184
  nChanged 12
		SP:Iteration 7Q (1031.300000 sec): 3 clusters
  Score: Raw -43530.590252 + Penalty 2971.766415 = -40558.823836
  nChanged 9
		SP:Iteration 8Q (1031.310000 sec): 3 clusters
  Score: Raw -43579.015651 + Penalty 2971.766415 = -40607.249236
  nChanged 2
		SP:Iteration 9Q (1031.310000 sec): 3 clusters
  Score: Raw -43586.067273 + Penalty 2971.766415 = -40614.300857
  nChanged 1
		SP:Iteration 10Q (1031.310000 sec): 3 clusters
  Score: Raw -43588.360641 + Penalty 2971.766415 = -40616.594226
  nChanged 0
		SP:Iteration 11F (1031.310000 sec): 3 clusters
  Score: Raw -43590.497855 + Penalty 2971.766415 = -40618.731439
  nChanged 2
		SP:Iteration 12Q (1031.310000 sec): 3 clusters
  Score: Raw -43633.111548 + Penalty 2971.766415 = -40661.345133
  nChanged 1
		SP:Iteration 13Q (1031.310000 sec): 3 clusters
  Score: Raw -43651.108789 + Penalty 2971.766415 = -40679.342373
  nChanged 0
		SP:Iteration 14F (1031.320000 sec): 3 clusters
  Score: Raw -43651.108789 + Penalty 2971.766415 = -40679.342373
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 28.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (28374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1031.420000 sec): 2 clusters
  Score: Raw -4137386.225333 + Penalty 2542.800671 = -4134843.424662
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1031.520000 sec): 3 clusters
  Score: Raw -4120539.217975 + Penalty 5085.601342 = -4115453.616633
  nChanged 12714
		SP:Iteration 1F (1031.630000 sec): 3 clusters
  Score: Raw -4128293.282969 + Penalty 5085.601342 = -4123207.681627
  nChanged 1931
		SP:Iteration 2F (1031.740000 sec): 3 clusters
  Score: Raw -4129592.694533 + Penalty 5085.601342 = -4124507.093191
  nChanged 2026
		SP:Iteration 3F (1031.850000 sec): 3 clusters
  Score: Raw -4130965.518058 + Penalty 5085.601342 = -4125879.916717
  nChanged 2101
		SP:Iteration 4F (1031.960000 sec): 3 clusters
  Score: Raw -4132259.506004 + Penalty 5085.601342 = -4127173.904662
  nChanged 1848
		SP:Iteration 5F (1032.060000 sec): 3 clusters
  Score: Raw -4133299.500618 + Penalty 5085.601342 = -4128213.899276
  nChanged 1477
		SP:Iteration 6F (1032.170000 sec): 3 clusters
  Score: Raw -4134103.128340 + Penalty 5085.601342 = -4129017.526998
  nChanged 1132
		SP:Iteration 7Q (1032.280000 sec): 3 clusters
  Score: Raw -4134727.689142 + Penalty 5085.601342 = -4129642.087800
  nChanged 843
		SP:Iteration 8Q (1032.380000 sec): 3 clusters
  Score: Raw -4135152.851837 + Penalty 5085.601342 = -4130067.250496
  nChanged 599
		SP:Iteration 9Q (1032.490000 sec): 3 clusters
  Score: Raw -4135457.897534 + Penalty 5085.601342 = -4130372.296192
  nChanged 509
		SP:Iteration 10Q (1032.600000 sec): 3 clusters
  Score: Raw -4135703.843809 + Penalty 5085.601342 = -4130618.242467
  nChanged 420
		SP:Iteration 11Q (1032.710000 sec): 3 clusters
  Score: Raw -4135885.729538 + Penalty 5085.601342 = -4130800.128196
  nChanged 392
		SP:Iteration 12Q (1032.820000 sec): 3 clusters
  Score: Raw -4136053.281203 + Penalty 5085.601342 = -4130967.679861
  nChanged 368
		SP:Iteration 13Q (1032.920000 sec): 3 clusters
  Score: Raw -4136240.804962 + Penalty 5085.601342 = -4131155.203620
  nChanged 381
		SP:Iteration 14Q (1033.030000 sec): 3 clusters
  Score: Raw -4136507.232930 + Penalty 5085.601342 = -4131421.631588
  nChanged 369
		SP:Iteration 15Q (1033.140000 sec): 3 clusters
  Score: Raw -4136917.418485 + Penalty 5085.601342 = -4131831.817143
  nChanged 311
		SP:Iteration 16Q (1033.240000 sec): 3 clusters
  Score: Raw -4137397.736044 + Penalty 5085.601342 = -4132312.134703
  nChanged 279
		SP:Iteration 17Q (1033.340000 sec): 3 clusters
  Score: Raw -4137761.538767 + Penalty 5085.601342 = -4132675.937425
  nChanged 307
		SP:Iteration 18Q (1033.430000 sec): 3 clusters
  Score: Raw -4137946.335986 + Penalty 5085.601342 = -4132860.734644
  nChanged 233
		SP:Iteration 19Q (1033.520000 sec): 3 clusters
  Score: Raw -4138036.953940 + Penalty 5085.601342 = -4132951.352598
  nChanged 157
		SP:Iteration 20F (1033.630000 sec): 3 clusters
  Score: Raw -4138084.035884 + Penalty 5085.601342 = -4132998.434542
  nChanged 133
		SP:Iteration 21Q (1033.720000 sec): 3 clusters
  Score: Raw -4138125.249890 + Penalty 5085.601342 = -4133039.648548
  nChanged 113
		SP:Iteration 22Q (1033.800000 sec): 3 clusters
  Score: Raw -4138159.013124 + Penalty 5085.601342 = -4133073.411782
  nChanged 111
		SP:Iteration 23Q (1033.890000 sec): 3 clusters
  Score: Raw -4138191.820669 + Penalty 5085.601342 = -4133106.219328
  nChanged 78
		SP:Iteration 24Q (1033.980000 sec): 3 clusters
  Score: Raw -4138210.162135 + Penalty 5085.601342 = -4133124.560793
  nChanged 70
		SP:Iteration 25Q (1034.060000 sec): 3 clusters
  Score: Raw -4138228.530566 + Penalty 5085.601342 = -4133142.929224
  nChanged 71
		SP:Iteration 26Q (1034.150000 sec): 3 clusters
  Score: Raw -4138248.187354 + Penalty 5085.601342 = -4133162.586012
  nChanged 71
		SP:Iteration 27Q (1034.240000 sec): 3 clusters
  Score: Raw -4138265.470918 + Penalty 5085.601342 = -4133179.869576
  nChanged 58
		SP:Iteration 28Q (1034.320000 sec): 3 clusters
  Score: Raw -4138280.584903 + Penalty 5085.601342 = -4133194.983562
  nChanged 54
		SP:Iteration 29Q (1034.410000 sec): 3 clusters
  Score: Raw -4138295.595579 + Penalty 5085.601342 = -4133209.994237
  nChanged 53
		SP:Iteration 30Q (1034.490000 sec): 3 clusters
  Score: Raw -4138306.847802 + Penalty 5085.601342 = -4133221.246461
  nChanged 43
		SP:Iteration 31Q (1034.580000 sec): 3 clusters
  Score: Raw -4138315.888689 + Penalty 5085.601342 = -4133230.287347
  nChanged 30
		SP:Iteration 32Q (1034.660000 sec): 3 clusters
  Score: Raw -4138322.007135 + Penalty 5085.601342 = -4133236.405793
  nChanged 32
		SP:Iteration 33Q (1034.740000 sec): 3 clusters
  Score: Raw -4138329.149252 + Penalty 5085.601342 = -4133243.547910
  nChanged 32
		SP:Iteration 34Q (1034.820000 sec): 3 clusters
  Score: Raw -4138336.361529 + Penalty 5085.601342 = -4133250.760187
  nChanged 23
		SP:Iteration 35Q (1034.910000 sec): 3 clusters
  Score: Raw -4138340.047482 + Penalty 5085.601342 = -4133254.446140
  nChanged 17
		SP:Iteration 36Q (1034.990000 sec): 3 clusters
  Score: Raw -4138343.038358 + Penalty 5085.601342 = -4133257.437016
  nChanged 16
		SP:Iteration 37Q (1035.080000 sec): 3 clusters
  Score: Raw -4138346.369318 + Penalty 5085.601342 = -4133260.767976
  nChanged 20
		SP:Iteration 38Q (1035.160000 sec): 3 clusters
  Score: Raw -4138351.314511 + Penalty 5085.601342 = -4133265.713169
  nChanged 17
		SP:Iteration 39Q (1035.240000 sec): 3 clusters
  Score: Raw -4138354.098946 + Penalty 5085.601342 = -4133268.497604
  nChanged 9
		SP:Iteration 40F (1035.350000 sec): 3 clusters
  Score: Raw -4138355.024861 + Penalty 5085.601342 = -4133269.423519
  nChanged 8
		SP:Iteration 41Q (1035.430000 sec): 3 clusters
  Score: Raw -4138356.638390 + Penalty 5085.601342 = -4133271.037049
  nChanged 11
		SP:Iteration 42Q (1035.510000 sec): 3 clusters
  Score: Raw -4138359.052762 + Penalty 5085.601342 = -4133273.451420
  nChanged 10
		SP:Iteration 43Q (1035.600000 sec): 3 clusters
  Score: Raw -4138360.552267 + Penalty 5085.601342 = -4133274.950925
  nChanged 7
		SP:Iteration 44Q (1035.680000 sec): 3 clusters
  Score: Raw -4138361.514498 + Penalty 5085.601342 = -4133275.913156
  nChanged 6
		SP:Iteration 45Q (1035.760000 sec): 3 clusters
  Score: Raw -4138362.688012 + Penalty 5085.601342 = -4133277.086670
  nChanged 8
		SP:Iteration 46Q (1035.840000 sec): 3 clusters
  Score: Raw -4138364.141075 + Penalty 5085.601342 = -4133278.539733
  nChanged 7
		SP:Iteration 47Q (1035.930000 sec): 3 clusters
  Score: Raw -4138365.599431 + Penalty 5085.601342 = -4133279.998089
  nChanged 9
		SP:Iteration 48Q (1036.010000 sec): 3 clusters
  Score: Raw -4138367.668805 + Penalty 5085.601342 = -4133282.067463
  nChanged 9
		SP:Iteration 49Q (1036.100000 sec): 3 clusters
  Score: Raw -4138370.144768 + Penalty 5085.601342 = -4133284.543427
  nChanged 8
		SP:Iteration 50Q (1036.180000 sec): 3 clusters
  Score: Raw -4138371.595029 + Penalty 5085.601342 = -4133285.993687
  nChanged 7
		SP:Iteration 51Q (1036.260000 sec): 3 clusters
  Score: Raw -4138372.379127 + Penalty 5085.601342 = -4133286.777785
  nChanged 5
		SP:Iteration 52Q (1036.350000 sec): 3 clusters
  Score: Raw -4138373.055749 + Penalty 5085.601342 = -4133287.454407
  nChanged 2
		SP:Iteration 53Q (1036.430000 sec): 3 clusters
  Score: Raw -4138373.303326 + Penalty 5085.601342 = -4133287.701984
  nChanged 2
		SP:Iteration 54Q (1036.510000 sec): 3 clusters
  Score: Raw -4138373.685316 + Penalty 5085.601342 = -4133288.083974
  nChanged 0
		SP:Iteration 55F (1036.620000 sec): 3 clusters
  Score: Raw -4138373.685316 + Penalty 5085.601342 = -4133288.083974
  nChanged 0
Iteration 59Q (1049.730000 sec): 29 clusters
  Score: Raw -117560327.554733 + Penalty 94491.211284 = -117465836.343448
  nChanged 15378
Iteration 60F (1079.730000 sec): 29 clusters
  Score: Raw -117568710.591581 + Penalty 94491.211284 = -117474219.380296
  nChanged 14018
Iteration 61Q (1087.730000 sec): 29 clusters
  Score: Raw -117574471.978560 + Penalty 94491.211284 = -117479980.767276
  nChanged 11135
Iteration 62Q (1095.570000 sec): 29 clusters
  Score: Raw -117577370.981906 + Penalty 94491.211284 = -117482879.770622
  nChanged 9177
Iteration 63Q (1103.300000 sec): 29 clusters
  Score: Raw -117579349.532512 + Penalty 94491.211284 = -117484858.321227
  nChanged 7687
Iteration 64Q (1110.990000 sec): 29 clusters
  Score: Raw -117580765.110500 + Penalty 94491.211284 = -117486273.899215
  nChanged 6572
Iteration 65Q (1118.630000 sec): 29 clusters
  Score: Raw -117581820.518006 + Penalty 94491.211284 = -117487329.306722
  nChanged 5690
Iteration 66Q (1126.210000 sec): 29 clusters
  Score: Raw -117582708.950746 + Penalty 94491.211284 = -117488217.739461
  nChanged 4975
Iteration 67Q (1133.760000 sec): 29 clusters
  Score: Raw -117583326.243905 + Penalty 94491.211284 = -117488835.032621
  nChanged 4348
Iteration 68Q (1141.250000 sec): 29 clusters
  Score: Raw -117583813.433299 + Penalty 94491.211284 = -117489322.222014
  nChanged 3756
Iteration 69Q (1148.730000 sec): 29 clusters
  Score: Raw -117584205.644969 + Penalty 94491.211284 = -117489714.433685
  nChanged 3288
Iteration 70Q (1156.210000 sec): 29 clusters
  Score: Raw -117584529.543453 + Penalty 94491.211284 = -117490038.332169
  nChanged 2932
Iteration 71Q (1163.670000 sec): 29 clusters
  Score: Raw -117584813.784459 + Penalty 94491.211284 = -117490322.573174
  nChanged 2563
Iteration 72Q (1171.210000 sec): 29 clusters
  Score: Raw -117585085.345258 + Penalty 94491.211284 = -117490594.133974
  nChanged 2299
Iteration 73Q (1178.610000 sec): 29 clusters
  Score: Raw -117585312.547409 + Penalty 94491.211284 = -117490821.336124
  nChanged 2029
Iteration 74Q (1186.000000 sec): 29 clusters
  Score: Raw -117585505.335962 + Penalty 94491.211284 = -117491014.124677
  nChanged 1823
Iteration 75Q (1193.390000 sec): 29 clusters
  Score: Raw -117585674.157199 + Penalty 94491.211284 = -117491182.945914
  nChanged 1737
Iteration 76Q (1200.790000 sec): 29 clusters
  Score: Raw -117585826.194799 + Penalty 94491.211284 = -117491334.983514
  nChanged 1465
Iteration 77Q (1208.210000 sec): 29 clusters
  Score: Raw -117585953.764036 + Penalty 94491.211284 = -117491462.552751
  nChanged 1258
Iteration 78Q (1215.540000 sec): 29 clusters
  Score: Raw -117586060.829859 + Penalty 94491.211284 = -117491569.618574
  nChanged 1158
Iteration 79Q (1222.880000 sec): 29 clusters
  Score: Raw -117586148.466487 + Penalty 94491.211284 = -117491657.255203
  nChanged 1036
Iteration 80F (1252.850000 sec): 29 clusters
  Score: Raw -117587159.124496 + Penalty 94491.211284 = -117492667.913211
  nChanged 1022
Iteration 81Q (1260.360000 sec): 29 clusters
  Score: Raw -117588008.326163 + Penalty 94491.211284 = -117493517.114878
  nChanged 1027
Iteration 82Q (1267.860000 sec): 29 clusters
  Score: Raw -117588309.365632 + Penalty 94491.211284 = -117493818.154348
  nChanged 1046
Iteration 83Q (1275.310000 sec): 29 clusters
  Score: Raw -117588494.811194 + Penalty 94491.211284 = -117494003.599910
  nChanged 955
Iteration 84Q (1282.790000 sec): 29 clusters
  Score: Raw -117588650.143193 + Penalty 94491.211284 = -117494158.931909
  nChanged 1003
Iteration 85Q (1290.230000 sec): 29 clusters
  Score: Raw -117588814.518487 + Penalty 94491.211284 = -117494323.307202
  nChanged 992
Iteration 86Q (1297.690000 sec): 29 clusters
  Score: Raw -117588975.546574 + Penalty 94491.211284 = -117494484.335289
  nChanged 967
Iteration 87Q (1305.260000 sec): 29 clusters
  Score: Raw -117589128.399006 + Penalty 94491.211284 = -117494637.187721
  nChanged 998
Iteration 88Q (1312.740000 sec): 29 clusters
  Score: Raw -117589271.220600 + Penalty 94491.211284 = -117494780.009316
  nChanged 1070
Iteration 89Q (1320.200000 sec): 29 clusters
  Score: Raw -117589436.564155 + Penalty 94491.211284 = -117494945.352871
  nChanged 1059
Iteration 90Q (1327.650000 sec): 29 clusters
  Score: Raw -117589591.384997 + Penalty 94491.211284 = -117495100.173713
  nChanged 986
Iteration 91Q (1335.090000 sec): 29 clusters
  Score: Raw -117589703.655741 + Penalty 94491.211284 = -117495212.444457
  nChanged 946
Iteration 92Q (1342.500000 sec): 29 clusters
  Score: Raw -117589797.979246 + Penalty 94491.211284 = -117495306.767961
  nChanged 840
Iteration 93Q (1349.910000 sec): 29 clusters
  Score: Raw -117589872.906237 + Penalty 94491.211284 = -117495381.694953
  nChanged 721
Iteration 94Q (1357.290000 sec): 29 clusters
  Score: Raw -117589937.001479 + Penalty 94491.211284 = -117495445.790195
  nChanged 707
Iteration 95Q (1364.690000 sec): 29 clusters
  Score: Raw -117589998.059168 + Penalty 94491.211284 = -117495506.847884
  nChanged 662
Iteration 96Q (1372.120000 sec): 29 clusters
  Score: Raw -117590050.836933 + Penalty 94491.211284 = -117495559.625648
  nChanged 572
Iteration 97Q (1379.540000 sec): 29 clusters
  Score: Raw -117590097.680638 + Penalty 94491.211284 = -117495606.469354
  nChanged 518
Iteration 98Q (1386.980000 sec): 29 clusters
  Score: Raw -117590134.869576 + Penalty 94491.211284 = -117495643.658291
  nChanged 497
Writing temp clu file 
Because OldScore, -117495606.469354, is greater than current (better) Score,-117495643.658291 
 Compute initial score before splitting:   Score: Raw -117590134.869576 + Penalty 94491.211284 = -117495643.658291
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (1303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.110000 sec): 2 clusters
  Score: Raw -189869.747365 + Penalty 1778.761295 = -188090.986070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.110000 sec): 3 clusters
  Score: Raw -189499.938567 + Penalty 3557.522590 = -185942.415977
  nChanged 364
		SP:Iteration 1F (1387.120000 sec): 3 clusters
  Score: Raw -189838.503375 + Penalty 3557.522590 = -186280.980785
  nChanged 86
		SP:Iteration 2F (1387.130000 sec): 3 clusters
  Score: Raw -189921.097970 + Penalty 3557.522590 = -186363.575380
  nChanged 48
		SP:Iteration 3Q (1387.130000 sec): 3 clusters
  Score: Raw -189972.820468 + Penalty 3557.522590 = -186415.297878
  nChanged 28
		SP:Iteration 4Q (1387.130000 sec): 3 clusters
  Score: Raw -189999.011213 + Penalty 3557.522590 = -186441.488623
  nChanged 21
		SP:Iteration 5Q (1387.140000 sec): 3 clusters
  Score: Raw -190019.040035 + Penalty 3557.522590 = -186461.517445
  nChanged 15
		SP:Iteration 6Q (1387.150000 sec): 3 clusters
  Score: Raw -190037.198032 + Penalty 3557.522590 = -186479.675442
  nChanged 13
		SP:Iteration 7Q (1387.150000 sec): 3 clusters
  Score: Raw -190049.924868 + Penalty 3557.522590 = -186492.402278
  nChanged 8
		SP:Iteration 8Q (1387.150000 sec): 3 clusters
  Score: Raw -190056.912671 + Penalty 3557.522590 = -186499.390081
  nChanged 7
		SP:Iteration 9Q (1387.160000 sec): 3 clusters
  Score: Raw -190064.117087 + Penalty 3557.522590 = -186506.594497
  nChanged 11
		SP:Iteration 10Q (1387.170000 sec): 3 clusters
  Score: Raw -190074.283857 + Penalty 3557.522590 = -186516.761266
  nChanged 7
		SP:Iteration 11Q (1387.170000 sec): 3 clusters
  Score: Raw -190080.536895 + Penalty 3557.522590 = -186523.014305
  nChanged 5
		SP:Iteration 12Q (1387.170000 sec): 3 clusters
  Score: Raw -190085.543397 + Penalty 3557.522590 = -186528.020807
  nChanged 7
		SP:Iteration 13Q (1387.180000 sec): 3 clusters
  Score: Raw -190095.139933 + Penalty 3557.522590 = -186537.617343
  nChanged 11
		SP:Iteration 14Q (1387.190000 sec): 3 clusters
  Score: Raw -190113.360045 + Penalty 3557.522590 = -186555.837454
  nChanged 13
		SP:Iteration 15Q (1387.190000 sec): 3 clusters
  Score: Raw -190128.346708 + Penalty 3557.522590 = -186570.824118
  nChanged 8
		SP:Iteration 16Q (1387.190000 sec): 3 clusters
  Score: Raw -190140.017044 + Penalty 3557.522590 = -186582.494454
  nChanged 16
		SP:Iteration 17Q (1387.200000 sec): 3 clusters
  Score: Raw -190168.485026 + Penalty 3557.522590 = -186610.962436
  nChanged 27
		SP:Iteration 18Q (1387.210000 sec): 3 clusters
  Score: Raw -190220.177614 + Penalty 3557.522590 = -186662.655024
  nChanged 28
		SP:Iteration 19Q (1387.210000 sec): 3 clusters
  Score: Raw -190272.049084 + Penalty 3557.522590 = -186714.526493
  nChanged 28
		SP:Iteration 20F (1387.210000 sec): 3 clusters
  Score: Raw -190325.124876 + Penalty 3557.522590 = -186767.602286
  nChanged 26
		SP:Iteration 21Q (1387.220000 sec): 3 clusters
  Score: Raw -190382.287756 + Penalty 3557.522590 = -186824.765165
  nChanged 34
		SP:Iteration 22Q (1387.230000 sec): 3 clusters
  Score: Raw -190466.451442 + Penalty 3557.522590 = -186908.928852
  nChanged 36
		SP:Iteration 23Q (1387.230000 sec): 3 clusters
  Score: Raw -190535.697299 + Penalty 3557.522590 = -186978.174708
  nChanged 27
		SP:Iteration 24Q (1387.230000 sec): 3 clusters
  Score: Raw -190584.950035 + Penalty 3557.522590 = -187027.427444
  nChanged 34
		SP:Iteration 25Q (1387.240000 sec): 3 clusters
  Score: Raw -190646.957170 + Penalty 3557.522590 = -187089.434579
  nChanged 33
		SP:Iteration 26Q (1387.240000 sec): 3 clusters
  Score: Raw -190739.401991 + Penalty 3557.522590 = -187181.879401
  nChanged 44
		SP:Iteration 27Q (1387.250000 sec): 3 clusters
  Score: Raw -190874.626790 + Penalty 3557.522590 = -187317.104200
  nChanged 58
		SP:Iteration 28Q (1387.250000 sec): 3 clusters
  Score: Raw -191028.914473 + Penalty 3557.522590 = -187471.391883
  nChanged 56
		SP:Iteration 29Q (1387.260000 sec): 3 clusters
  Score: Raw -191237.228230 + Penalty 3557.522590 = -187679.705640
  nChanged 70
		SP:Iteration 30F (1387.260000 sec): 3 clusters
  Score: Raw -191599.045619 + Penalty 3557.522590 = -188041.523028
  nChanged 63
		SP:Iteration 31Q (1387.270000 sec): 3 clusters
  Score: Raw -192004.566554 + Penalty 3557.522590 = -188447.043964
  nChanged 32
		SP:Iteration 32Q (1387.270000 sec): 3 clusters
  Score: Raw -192351.477161 + Penalty 3557.522590 = -188793.954571
  nChanged 6
		SP:Iteration 33Q (1387.270000 sec): 3 clusters
  Score: Raw -192412.185382 + Penalty 3557.522590 = -188854.662792
  nChanged 2
		SP:Iteration 34Q (1387.280000 sec): 3 clusters
  Score: Raw -192418.138025 + Penalty 3557.522590 = -188860.615434
  nChanged 0
		SP:Iteration 35F (1387.280000 sec): 3 clusters
  Score: Raw -192418.138025 + Penalty 3557.522590 = -188860.615434
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 29.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.290000 sec): 2 clusters
  Score: Raw -181238.716590 + Penalty 1764.059243 = -179474.657347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.290000 sec): 3 clusters
  Score: Raw -180948.861045 + Penalty 3528.118486 = -177420.742559
  nChanged 334
		SP:Iteration 1F (1387.300000 sec): 3 clusters
  Score: Raw -181274.710830 + Penalty 3528.118486 = -177746.592344
  nChanged 70
		SP:Iteration 2F (1387.310000 sec): 3 clusters
  Score: Raw -181379.037235 + Penalty 3528.118486 = -177850.918750
  nChanged 38
		SP:Iteration 3Q (1387.310000 sec): 3 clusters
  Score: Raw -181465.133626 + Penalty 3528.118486 = -177937.015140
  nChanged 40
		SP:Iteration 4Q (1387.310000 sec): 3 clusters
  Score: Raw -181538.748813 + Penalty 3528.118486 = -178010.630327
  nChanged 34
		SP:Iteration 5Q (1387.320000 sec): 3 clusters
  Score: Raw -181582.629389 + Penalty 3528.118486 = -178054.510903
  nChanged 29
		SP:Iteration 6Q (1387.330000 sec): 3 clusters
  Score: Raw -181617.175381 + Penalty 3528.118486 = -178089.056895
  nChanged 23
		SP:Iteration 7Q (1387.330000 sec): 3 clusters
  Score: Raw -181646.971327 + Penalty 3528.118486 = -178118.852841
  nChanged 16
		SP:Iteration 8Q (1387.330000 sec): 3 clusters
  Score: Raw -181674.926611 + Penalty 3528.118486 = -178146.808125
  nChanged 24
		SP:Iteration 9Q (1387.340000 sec): 3 clusters
  Score: Raw -181714.363134 + Penalty 3528.118486 = -178186.244648
  nChanged 23
		SP:Iteration 10Q (1387.340000 sec): 3 clusters
  Score: Raw -181744.024096 + Penalty 3528.118486 = -178215.905610
  nChanged 20
		SP:Iteration 11Q (1387.350000 sec): 3 clusters
  Score: Raw -181769.131009 + Penalty 3528.118486 = -178241.012523
  nChanged 17
		SP:Iteration 12Q (1387.350000 sec): 3 clusters
  Score: Raw -181797.693463 + Penalty 3528.118486 = -178269.574977
  nChanged 21
		SP:Iteration 13Q (1387.360000 sec): 3 clusters
  Score: Raw -181824.757306 + Penalty 3528.118486 = -178296.638820
  nChanged 14
		SP:Iteration 14Q (1387.360000 sec): 3 clusters
  Score: Raw -181851.307830 + Penalty 3528.118486 = -178323.189344
  nChanged 16
		SP:Iteration 15Q (1387.370000 sec): 3 clusters
  Score: Raw -181871.053437 + Penalty 3528.118486 = -178342.934951
  nChanged 11
		SP:Iteration 16Q (1387.370000 sec): 3 clusters
  Score: Raw -181883.086884 + Penalty 3528.118486 = -178354.968398
  nChanged 9
		SP:Iteration 17Q (1387.370000 sec): 3 clusters
  Score: Raw -181901.310286 + Penalty 3528.118486 = -178373.191800
  nChanged 11
		SP:Iteration 18Q (1387.380000 sec): 3 clusters
  Score: Raw -181914.367547 + Penalty 3528.118486 = -178386.249061
  nChanged 10
		SP:Iteration 19Q (1387.380000 sec): 3 clusters
  Score: Raw -181925.426423 + Penalty 3528.118486 = -178397.307937
  nChanged 9
		SP:Iteration 20F (1387.390000 sec): 3 clusters
  Score: Raw -181939.280251 + Penalty 3528.118486 = -178411.161765
  nChanged 4
		SP:Iteration 21Q (1387.390000 sec): 3 clusters
  Score: Raw -181945.299972 + Penalty 3528.118486 = -178417.181486
  nChanged 6
		SP:Iteration 22Q (1387.400000 sec): 3 clusters
  Score: Raw -181953.244351 + Penalty 3528.118486 = -178425.125865
  nChanged 6
		SP:Iteration 23Q (1387.400000 sec): 3 clusters
  Score: Raw -181958.056942 + Penalty 3528.118486 = -178429.938456
  nChanged 5
		SP:Iteration 24Q (1387.410000 sec): 3 clusters
  Score: Raw -181964.242981 + Penalty 3528.118486 = -178436.124495
  nChanged 3
		SP:Iteration 25Q (1387.410000 sec): 3 clusters
  Score: Raw -181969.108619 + Penalty 3528.118486 = -178440.990133
  nChanged 3
		SP:Iteration 26Q (1387.410000 sec): 3 clusters
  Score: Raw -181970.989215 + Penalty 3528.118486 = -178442.870729
  nChanged 2
		SP:Iteration 27Q (1387.420000 sec): 3 clusters
  Score: Raw -181972.526174 + Penalty 3528.118486 = -178444.407688
  nChanged 2
		SP:Iteration 28Q (1387.420000 sec): 3 clusters
  Score: Raw -181975.075346 + Penalty 3528.118486 = -178446.956860
  nChanged 2
		SP:Iteration 29Q (1387.430000 sec): 3 clusters
  Score: Raw -181977.244101 + Penalty 3528.118486 = -178449.125615
  nChanged 3
		SP:Iteration 30Q (1387.430000 sec): 3 clusters
  Score: Raw -181981.258141 + Penalty 3528.118486 = -178453.139655
  nChanged 1
		SP:Iteration 31Q (1387.440000 sec): 3 clusters
  Score: Raw -181983.725850 + Penalty 3528.118486 = -178455.607364
  nChanged 2
		SP:Iteration 32Q (1387.440000 sec): 3 clusters
  Score: Raw -181988.164019 + Penalty 3528.118486 = -178460.045533
  nChanged 0
		SP:Iteration 33F (1387.450000 sec): 3 clusters
  Score: Raw -181988.164019 + Penalty 3528.118486 = -178460.045533
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.450000 sec): 2 clusters
  Score: Raw -19657.883103 + Penalty 1261.723891 = -18396.159212
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.450000 sec): 3 clusters
  Score: Raw -20030.423812 + Penalty 2523.447782 = -17506.976030
  nChanged 19
		SP:Iteration 1F (1387.450000 sec): 3 clusters
  Score: Raw -20106.452655 + Penalty 2523.447782 = -17583.004872
  nChanged 1
		SP:Iteration 2Q (1387.450000 sec): 3 clusters
  Score: Raw -20109.585120 + Penalty 2523.447782 = -17586.137338
  nChanged 1
		SP:Iteration 3Q (1387.450000 sec): 3 clusters
  Score: Raw -20111.547756 + Penalty 2523.447782 = -17588.099974
  nChanged 0
		SP:Iteration 4F (1387.450000 sec): 3 clusters
  Score: Raw -20111.547756 + Penalty 2523.447782 = -17588.099974
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (1722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.460000 sec): 2 clusters
  Score: Raw -252801.940712 + Penalty 1847.907938 = -250954.032775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.470000 sec): 3 clusters
  Score: Raw -252197.418165 + Penalty 3695.815876 = -248501.602289
  nChanged 528
		SP:Iteration 1F (1387.470000 sec): 3 clusters
  Score: Raw -252615.265587 + Penalty 3695.815876 = -248919.449711
  nChanged 108
		SP:Iteration 2F (1387.480000 sec): 3 clusters
  Score: Raw -252710.813907 + Penalty 3695.815876 = -249014.998032
  nChanged 66
		SP:Iteration 3Q (1387.490000 sec): 3 clusters
  Score: Raw -252769.012483 + Penalty 3695.815876 = -249073.196607
  nChanged 43
		SP:Iteration 4Q (1387.490000 sec): 3 clusters
  Score: Raw -252811.139535 + Penalty 3695.815876 = -249115.323660
  nChanged 35
		SP:Iteration 5Q (1387.500000 sec): 3 clusters
  Score: Raw -252848.598906 + Penalty 3695.815876 = -249152.783030
  nChanged 30
		SP:Iteration 6Q (1387.510000 sec): 3 clusters
  Score: Raw -252882.185668 + Penalty 3695.815876 = -249186.369792
  nChanged 31
		SP:Iteration 7Q (1387.510000 sec): 3 clusters
  Score: Raw -252905.783035 + Penalty 3695.815876 = -249209.967160
  nChanged 13
		SP:Iteration 8Q (1387.520000 sec): 3 clusters
  Score: Raw -252916.407796 + Penalty 3695.815876 = -249220.591920
  nChanged 7
		SP:Iteration 9Q (1387.530000 sec): 3 clusters
  Score: Raw -252925.394562 + Penalty 3695.815876 = -249229.578687
  nChanged 11
		SP:Iteration 10Q (1387.530000 sec): 3 clusters
  Score: Raw -252935.454040 + Penalty 3695.815876 = -249239.638164
  nChanged 16
		SP:Iteration 11Q (1387.540000 sec): 3 clusters
  Score: Raw -252950.382177 + Penalty 3695.815876 = -249254.566301
  nChanged 12
		SP:Iteration 12Q (1387.550000 sec): 3 clusters
  Score: Raw -252958.858975 + Penalty 3695.815876 = -249263.043099
  nChanged 9
		SP:Iteration 13Q (1387.550000 sec): 3 clusters
  Score: Raw -252966.065100 + Penalty 3695.815876 = -249270.249224
  nChanged 7
		SP:Iteration 14Q (1387.560000 sec): 3 clusters
  Score: Raw -252971.253974 + Penalty 3695.815876 = -249275.438099
  nChanged 9
		SP:Iteration 15Q (1387.570000 sec): 3 clusters
  Score: Raw -252981.353809 + Penalty 3695.815876 = -249285.537933
  nChanged 11
		SP:Iteration 16Q (1387.570000 sec): 3 clusters
  Score: Raw -252990.981509 + Penalty 3695.815876 = -249295.165633
  nChanged 11
		SP:Iteration 17Q (1387.580000 sec): 3 clusters
  Score: Raw -252997.645740 + Penalty 3695.815876 = -249301.829864
  nChanged 8
		SP:Iteration 18Q (1387.590000 sec): 3 clusters
  Score: Raw -253003.991678 + Penalty 3695.815876 = -249308.175802
  nChanged 7
		SP:Iteration 19Q (1387.590000 sec): 3 clusters
  Score: Raw -253009.600149 + Penalty 3695.815876 = -249313.784274
  nChanged 12
		SP:Iteration 20F (1387.600000 sec): 3 clusters
  Score: Raw -253019.782616 + Penalty 3695.815876 = -249323.966740
  nChanged 10
		SP:Iteration 21Q (1387.610000 sec): 3 clusters
  Score: Raw -253030.196745 + Penalty 3695.815876 = -249334.380869
  nChanged 5
		SP:Iteration 22Q (1387.610000 sec): 3 clusters
  Score: Raw -253033.653931 + Penalty 3695.815876 = -249337.838055
  nChanged 6
		SP:Iteration 23Q (1387.620000 sec): 3 clusters
  Score: Raw -253037.052005 + Penalty 3695.815876 = -249341.236129
  nChanged 5
		SP:Iteration 24Q (1387.630000 sec): 3 clusters
  Score: Raw -253039.225459 + Penalty 3695.815876 = -249343.409584
  nChanged 3
		SP:Iteration 25Q (1387.630000 sec): 3 clusters
  Score: Raw -253041.036654 + Penalty 3695.815876 = -249345.220778
  nChanged 1
		SP:Iteration 26Q (1387.640000 sec): 3 clusters
  Score: Raw -253042.384511 + Penalty 3695.815876 = -249346.568635
  nChanged 2
		SP:Iteration 27Q (1387.650000 sec): 3 clusters
  Score: Raw -253045.337257 + Penalty 3695.815876 = -249349.521382
  nChanged 2
		SP:Iteration 28Q (1387.650000 sec): 3 clusters
  Score: Raw -253046.864998 + Penalty 3695.815876 = -249351.049122
  nChanged 3
		SP:Iteration 29Q (1387.660000 sec): 3 clusters
  Score: Raw -253048.162222 + Penalty 3695.815876 = -249352.346346
  nChanged 0
		SP:Iteration 30F (1387.670000 sec): 3 clusters
  Score: Raw -253048.162222 + Penalty 3695.815876 = -249352.346346
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.670000 sec): 2 clusters
  Score: Raw -74732.100178 + Penalty 1557.538168 = -73174.562010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.670000 sec): 3 clusters
  Score: Raw -74765.250823 + Penalty 3115.076336 = -71650.174487
  nChanged 104
		SP:Iteration 1F (1387.680000 sec): 3 clusters
  Score: Raw -75015.226424 + Penalty 3115.076336 = -71900.150088
  nChanged 38
		SP:Iteration 2F (1387.680000 sec): 3 clusters
  Score: Raw -75140.563684 + Penalty 3115.076336 = -72025.487348
  nChanged 28
		SP:Iteration 3F (1387.680000 sec): 3 clusters
  Score: Raw -75269.071244 + Penalty 3115.076336 = -72153.994908
  nChanged 22
		SP:Iteration 4Q (1387.680000 sec): 3 clusters
  Score: Raw -75414.447062 + Penalty 3115.076336 = -72299.370726
  nChanged 16
		SP:Iteration 5Q (1387.690000 sec): 3 clusters
  Score: Raw -75524.450144 + Penalty 3115.076336 = -72409.373808
  nChanged 13
		SP:Iteration 6Q (1387.690000 sec): 3 clusters
  Score: Raw -75574.158085 + Penalty 3115.076336 = -72459.081749
  nChanged 8
		SP:Iteration 7Q (1387.690000 sec): 3 clusters
  Score: Raw -75597.912816 + Penalty 3115.076336 = -72482.836480
  nChanged 6
		SP:Iteration 8Q (1387.690000 sec): 3 clusters
  Score: Raw -75625.671418 + Penalty 3115.076336 = -72510.595082
  nChanged 3
		SP:Iteration 9Q (1387.690000 sec): 3 clusters
  Score: Raw -75637.477559 + Penalty 3115.076336 = -72522.401223
  nChanged 2
		SP:Iteration 10Q (1387.690000 sec): 3 clusters
  Score: Raw -75650.148358 + Penalty 3115.076336 = -72535.072022
  nChanged 1
		SP:Iteration 11Q (1387.690000 sec): 3 clusters
  Score: Raw -75652.201013 + Penalty 3115.076336 = -72537.124677
  nChanged 1
		SP:Iteration 12Q (1387.700000 sec): 3 clusters
  Score: Raw -75653.515292 + Penalty 3115.076336 = -72538.438956
  nChanged 0
		SP:Iteration 13F (1387.700000 sec): 3 clusters
  Score: Raw -75653.515292 + Penalty 3115.076336 = -72538.438956
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1387.770000 sec): 2 clusters
  Score: Raw -2390839.066219 + Penalty 2420.241833 = -2388418.824387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1387.830000 sec): 3 clusters
  Score: Raw -2380920.316850 + Penalty 4840.483665 = -2376079.833185
  nChanged 7456
		SP:Iteration 1F (1387.910000 sec): 3 clusters
  Score: Raw -2384977.357231 + Penalty 4840.483665 = -2380136.873565
  nChanged 1113
		SP:Iteration 2F (1387.970000 sec): 3 clusters
  Score: Raw -2385548.319265 + Penalty 4840.483665 = -2380707.835599
  nChanged 1054
		SP:Iteration 3F (1388.050000 sec): 3 clusters
  Score: Raw -2386133.373628 + Penalty 4840.483665 = -2381292.889963
  nChanged 1002
		SP:Iteration 4F (1388.110000 sec): 3 clusters
  Score: Raw -2386717.731660 + Penalty 4840.483665 = -2381877.247994
  nChanged 987
		SP:Iteration 5F (1388.190000 sec): 3 clusters
  Score: Raw -2387319.872669 + Penalty 4840.483665 = -2382479.389003
  nChanged 935
		SP:Iteration 6F (1388.260000 sec): 3 clusters
  Score: Raw -2387922.786038 + Penalty 4840.483665 = -2383082.302372
  nChanged 889
		SP:Iteration 7F (1388.330000 sec): 3 clusters
  Score: Raw -2388493.386732 + Penalty 4840.483665 = -2383652.903066
  nChanged 783
		SP:Iteration 8Q (1388.400000 sec): 3 clusters
  Score: Raw -2388971.319161 + Penalty 4840.483665 = -2384130.835496
  nChanged 673
		SP:Iteration 9Q (1388.470000 sec): 3 clusters
  Score: Raw -2389332.097728 + Penalty 4840.483665 = -2384491.614062
  nChanged 526
		SP:Iteration 10Q (1388.530000 sec): 3 clusters
  Score: Raw -2389548.036670 + Penalty 4840.483665 = -2384707.553004
  nChanged 372
		SP:Iteration 11Q (1388.600000 sec): 3 clusters
  Score: Raw -2389662.046623 + Penalty 4840.483665 = -2384821.562957
  nChanged 259
		SP:Iteration 12Q (1388.670000 sec): 3 clusters
  Score: Raw -2389731.369710 + Penalty 4840.483665 = -2384890.886044
  nChanged 189
		SP:Iteration 13Q (1388.740000 sec): 3 clusters
  Score: Raw -2389775.082432 + Penalty 4840.483665 = -2384934.598767
  nChanged 149
		SP:Iteration 14Q (1388.810000 sec): 3 clusters
  Score: Raw -2389810.192017 + Penalty 4840.483665 = -2384969.708352
  nChanged 136
		SP:Iteration 15Q (1388.870000 sec): 3 clusters
  Score: Raw -2389843.352918 + Penalty 4840.483665 = -2385002.869253
  nChanged 144
		SP:Iteration 16Q (1388.940000 sec): 3 clusters
  Score: Raw -2389874.122006 + Penalty 4840.483665 = -2385033.638341
  nChanged 117
		SP:Iteration 17Q (1389.010000 sec): 3 clusters
  Score: Raw -2389897.679713 + Penalty 4840.483665 = -2385057.196047
  nChanged 111
		SP:Iteration 18Q (1389.080000 sec): 3 clusters
  Score: Raw -2389918.826190 + Penalty 4840.483665 = -2385078.342524
  nChanged 99
		SP:Iteration 19Q (1389.140000 sec): 3 clusters
  Score: Raw -2389936.277049 + Penalty 4840.483665 = -2385095.793383
  nChanged 74
		SP:Iteration 20F (1389.210000 sec): 3 clusters
  Score: Raw -2389949.907647 + Penalty 4840.483665 = -2385109.423982
  nChanged 78
		SP:Iteration 21Q (1389.280000 sec): 3 clusters
  Score: Raw -2389967.380722 + Penalty 4840.483665 = -2385126.897057
  nChanged 95
		SP:Iteration 22Q (1389.350000 sec): 3 clusters
  Score: Raw -2389988.077485 + Penalty 4840.483665 = -2385147.593820
  nChanged 97
		SP:Iteration 23Q (1389.410000 sec): 3 clusters
  Score: Raw -2390008.539236 + Penalty 4840.483665 = -2385168.055571
  nChanged 91
		SP:Iteration 24Q (1389.480000 sec): 3 clusters
  Score: Raw -2390027.267910 + Penalty 4840.483665 = -2385186.784245
  nChanged 88
		SP:Iteration 25Q (1389.550000 sec): 3 clusters
  Score: Raw -2390044.987131 + Penalty 4840.483665 = -2385204.503465
  nChanged 76
		SP:Iteration 26Q (1389.620000 sec): 3 clusters
  Score: Raw -2390061.133324 + Penalty 4840.483665 = -2385220.649658
  nChanged 88
		SP:Iteration 27Q (1389.680000 sec): 3 clusters
  Score: Raw -2390079.859570 + Penalty 4840.483665 = -2385239.375904
  nChanged 87
		SP:Iteration 28Q (1389.750000 sec): 3 clusters
  Score: Raw -2390095.151377 + Penalty 4840.483665 = -2385254.667712
  nChanged 82
		SP:Iteration 29Q (1389.810000 sec): 3 clusters
  Score: Raw -2390110.289886 + Penalty 4840.483665 = -2385269.806221
  nChanged 72
		SP:Iteration 30Q (1389.880000 sec): 3 clusters
  Score: Raw -2390123.836080 + Penalty 4840.483665 = -2385283.352415
  nChanged 76
		SP:Iteration 31Q (1389.950000 sec): 3 clusters
  Score: Raw -2390138.027748 + Penalty 4840.483665 = -2385297.544083
  nChanged 72
		SP:Iteration 32Q (1390.010000 sec): 3 clusters
  Score: Raw -2390151.769153 + Penalty 4840.483665 = -2385311.285488
  nChanged 62
		SP:Iteration 33Q (1390.090000 sec): 3 clusters
  Score: Raw -2390163.417318 + Penalty 4840.483665 = -2385322.933652
  nChanged 61
		SP:Iteration 34Q (1390.150000 sec): 3 clusters
  Score: Raw -2390174.065060 + Penalty 4840.483665 = -2385333.581394
  nChanged 54
		SP:Iteration 35Q (1390.230000 sec): 3 clusters
  Score: Raw -2390180.810446 + Penalty 4840.483665 = -2385340.326780
  nChanged 41
		SP:Iteration 36Q (1390.300000 sec): 3 clusters
  Score: Raw -2390186.463046 + Penalty 4840.483665 = -2385345.979381
  nChanged 45
		SP:Iteration 37Q (1390.370000 sec): 3 clusters
  Score: Raw -2390193.307073 + Penalty 4840.483665 = -2385352.823408
  nChanged 43
		SP:Iteration 38Q (1390.430000 sec): 3 clusters
  Score: Raw -2390199.143659 + Penalty 4840.483665 = -2385358.659994
  nChanged 38
		SP:Iteration 39Q (1390.500000 sec): 3 clusters
  Score: Raw -2390204.645651 + Penalty 4840.483665 = -2385364.161985
  nChanged 38
		SP:Iteration 40F (1390.570000 sec): 3 clusters
  Score: Raw -2390209.927976 + Penalty 4840.483665 = -2385369.444311
  nChanged 32
		SP:Iteration 41Q (1390.640000 sec): 3 clusters
  Score: Raw -2390213.798028 + Penalty 4840.483665 = -2385373.314362
  nChanged 31
		SP:Iteration 42Q (1390.710000 sec): 3 clusters
  Score: Raw -2390217.504390 + Penalty 4840.483665 = -2385377.020725
  nChanged 37
		SP:Iteration 43Q (1390.780000 sec): 3 clusters
  Score: Raw -2390221.767394 + Penalty 4840.483665 = -2385381.283728
  nChanged 28
		SP:Iteration 44Q (1390.850000 sec): 3 clusters
  Score: Raw -2390225.794094 + Penalty 4840.483665 = -2385385.310429
  nChanged 33
		SP:Iteration 45Q (1390.920000 sec): 3 clusters
  Score: Raw -2390231.741895 + Penalty 4840.483665 = -2385391.258229
  nChanged 42
		SP:Iteration 46Q (1390.990000 sec): 3 clusters
  Score: Raw -2390238.967656 + Penalty 4840.483665 = -2385398.483990
  nChanged 34
		SP:Iteration 47Q (1391.060000 sec): 3 clusters
  Score: Raw -2390243.741206 + Penalty 4840.483665 = -2385403.257541
  nChanged 40
		SP:Iteration 48Q (1391.130000 sec): 3 clusters
  Score: Raw -2390251.082021 + Penalty 4840.483665 = -2385410.598355
  nChanged 41
		SP:Iteration 49Q (1391.190000 sec): 3 clusters
  Score: Raw -2390258.005304 + Penalty 4840.483665 = -2385417.521638
  nChanged 42
		SP:Iteration 50Q (1391.260000 sec): 3 clusters
  Score: Raw -2390264.058748 + Penalty 4840.483665 = -2385423.575082
  nChanged 48
		SP:Iteration 51Q (1391.330000 sec): 3 clusters
  Score: Raw -2390271.460172 + Penalty 4840.483665 = -2385430.976506
  nChanged 40
		SP:Iteration 52Q (1391.390000 sec): 3 clusters
  Score: Raw -2390277.159287 + Penalty 4840.483665 = -2385436.675622
  nChanged 36
		SP:Iteration 53Q (1391.460000 sec): 3 clusters
  Score: Raw -2390282.024977 + Penalty 4840.483665 = -2385441.541311
  nChanged 39
		SP:Iteration 54Q (1391.530000 sec): 3 clusters
  Score: Raw -2390288.106479 + Penalty 4840.483665 = -2385447.622813
  nChanged 37
		SP:Iteration 55Q (1391.600000 sec): 3 clusters
  Score: Raw -2390292.615637 + Penalty 4840.483665 = -2385452.131971
  nChanged 29
		SP:Iteration 56Q (1391.670000 sec): 3 clusters
  Score: Raw -2390296.458454 + Penalty 4840.483665 = -2385455.974789
  nChanged 27
		SP:Iteration 57Q (1391.730000 sec): 3 clusters
  Score: Raw -2390299.665157 + Penalty 4840.483665 = -2385459.181491
  nChanged 22
		SP:Iteration 58Q (1391.800000 sec): 3 clusters
  Score: Raw -2390301.885778 + Penalty 4840.483665 = -2385461.402113
  nChanged 15
		SP:Iteration 59Q (1391.870000 sec): 3 clusters
  Score: Raw -2390303.435826 + Penalty 4840.483665 = -2385462.952161
  nChanged 15
		SP:Iteration 60F (1391.930000 sec): 3 clusters
  Score: Raw -2390305.215109 + Penalty 4840.483665 = -2385464.731444
  nChanged 15
		SP:Iteration 61Q (1392.000000 sec): 3 clusters
  Score: Raw -2390306.878635 + Penalty 4840.483665 = -2385466.394970
  nChanged 21
		SP:Iteration 62Q (1392.070000 sec): 3 clusters
  Score: Raw -2390309.268922 + Penalty 4840.483665 = -2385468.785257
  nChanged 22
		SP:Iteration 63Q (1392.130000 sec): 3 clusters
  Score: Raw -2390312.162755 + Penalty 4840.483665 = -2385471.679090
  nChanged 22
		SP:Iteration 64Q (1392.200000 sec): 3 clusters
  Score: Raw -2390314.183551 + Penalty 4840.483665 = -2385473.699885
  nChanged 20
		SP:Iteration 65Q (1392.270000 sec): 3 clusters
  Score: Raw -2390316.041092 + Penalty 4840.483665 = -2385475.557426
  nChanged 20
		SP:Iteration 66Q (1392.330000 sec): 3 clusters
  Score: Raw -2390317.850510 + Penalty 4840.483665 = -2385477.366845
  nChanged 14
		SP:Iteration 67Q (1392.400000 sec): 3 clusters
  Score: Raw -2390319.308549 + Penalty 4840.483665 = -2385478.824883
  nChanged 15
		SP:Iteration 68Q (1392.470000 sec): 3 clusters
  Score: Raw -2390320.417410 + Penalty 4840.483665 = -2385479.933745
  nChanged 11
		SP:Iteration 69Q (1392.540000 sec): 3 clusters
  Score: Raw -2390321.605445 + Penalty 4840.483665 = -2385481.121780
  nChanged 10
		SP:Iteration 70Q (1392.610000 sec): 3 clusters
  Score: Raw -2390323.021065 + Penalty 4840.483665 = -2385482.537400
  nChanged 15
		SP:Iteration 71Q (1392.670000 sec): 3 clusters
  Score: Raw -2390325.155073 + Penalty 4840.483665 = -2385484.671407
  nChanged 23
		SP:Iteration 72Q (1392.740000 sec): 3 clusters
  Score: Raw -2390328.278873 + Penalty 4840.483665 = -2385487.795208
  nChanged 31
		SP:Iteration 73Q (1392.800000 sec): 3 clusters
  Score: Raw -2390332.665312 + Penalty 4840.483665 = -2385492.181646
  nChanged 44
		SP:Iteration 74Q (1392.870000 sec): 3 clusters
  Score: Raw -2390339.636064 + Penalty 4840.483665 = -2385499.152399
  nChanged 50
		SP:Iteration 75Q (1392.940000 sec): 3 clusters
  Score: Raw -2390347.168771 + Penalty 4840.483665 = -2385506.685105
  nChanged 47
		SP:Iteration 76Q (1393.000000 sec): 3 clusters
  Score: Raw -2390354.380578 + Penalty 4840.483665 = -2385513.896913
  nChanged 55
		SP:Iteration 77Q (1393.070000 sec): 3 clusters
  Score: Raw -2390363.303493 + Penalty 4840.483665 = -2385522.819827
  nChanged 56
		SP:Iteration 78Q (1393.140000 sec): 3 clusters
  Score: Raw -2390371.624402 + Penalty 4840.483665 = -2385531.140737
  nChanged 60
		SP:Iteration 79Q (1393.210000 sec): 3 clusters
  Score: Raw -2390381.670565 + Penalty 4840.483665 = -2385541.186899
  nChanged 60
		SP:Iteration 80F (1393.280000 sec): 3 clusters
  Score: Raw -2390393.434924 + Penalty 4840.483665 = -2385552.951258
  nChanged 86
		SP:Iteration 81Q (1393.340000 sec): 3 clusters
  Score: Raw -2390409.737433 + Penalty 4840.483665 = -2385569.253768
  nChanged 87
		SP:Iteration 82Q (1393.410000 sec): 3 clusters
  Score: Raw -2390426.725481 + Penalty 4840.483665 = -2385586.241815
  nChanged 88
		SP:Iteration 83Q (1393.480000 sec): 3 clusters
  Score: Raw -2390443.368880 + Penalty 4840.483665 = -2385602.885215
  nChanged 64
		SP:Iteration 84Q (1393.540000 sec): 3 clusters
  Score: Raw -2390456.772352 + Penalty 4840.483665 = -2385616.288686
  nChanged 69
		SP:Iteration 85Q (1393.610000 sec): 3 clusters
  Score: Raw -2390470.815352 + Penalty 4840.483665 = -2385630.331686
  nChanged 54
		SP:Iteration 86Q (1393.670000 sec): 3 clusters
  Score: Raw -2390479.655954 + Penalty 4840.483665 = -2385639.172289
  nChanged 47
		SP:Iteration 87Q (1393.740000 sec): 3 clusters
  Score: Raw -2390487.099998 + Penalty 4840.483665 = -2385646.616332
  nChanged 43
		SP:Iteration 88Q (1393.810000 sec): 3 clusters
  Score: Raw -2390494.186141 + Penalty 4840.483665 = -2385653.702475
  nChanged 53
		SP:Iteration 89Q (1393.870000 sec): 3 clusters
  Score: Raw -2390504.598099 + Penalty 4840.483665 = -2385664.114434
  nChanged 50
		SP:Iteration 90Q (1393.940000 sec): 3 clusters
  Score: Raw -2390513.982740 + Penalty 4840.483665 = -2385673.499075
  nChanged 54
		SP:Iteration 91Q (1394.010000 sec): 3 clusters
  Score: Raw -2390525.484477 + Penalty 4840.483665 = -2385685.000812
  nChanged 51
		SP:Iteration 92Q (1394.070000 sec): 3 clusters
  Score: Raw -2390534.222279 + Penalty 4840.483665 = -2385693.738614
  nChanged 48
		SP:Iteration 93Q (1394.140000 sec): 3 clusters
  Score: Raw -2390543.205108 + Penalty 4840.483665 = -2385702.721442
  nChanged 54
		SP:Iteration 94Q (1394.210000 sec): 3 clusters
  Score: Raw -2390551.449945 + Penalty 4840.483665 = -2385710.966279
  nChanged 61
		SP:Iteration 95Q (1394.270000 sec): 3 clusters
  Score: Raw -2390561.201465 + Penalty 4840.483665 = -2385720.717799
  nChanged 54
		SP:Iteration 96Q (1394.330000 sec): 3 clusters
  Score: Raw -2390569.298861 + Penalty 4840.483665 = -2385728.815195
  nChanged 45
		SP:Iteration 97Q (1394.400000 sec): 3 clusters
  Score: Raw -2390575.664925 + Penalty 4840.483665 = -2385735.181259
  nChanged 41
		SP:Iteration 98Q (1394.470000 sec): 3 clusters
  Score: Raw -2390580.794318 + Penalty 4840.483665 = -2385740.310652
  nChanged 39
		SP:Iteration 99Q (1394.530000 sec): 3 clusters
  Score: Raw -2390585.723096 + Penalty 4840.483665 = -2385745.239430
  nChanged 28
		SP:Iteration 100F (1394.600000 sec): 3 clusters
  Score: Raw -2390589.052794 + Penalty 4840.483665 = -2385748.569129
  nChanged 26
		SP:Iteration 101Q (1394.670000 sec): 3 clusters
  Score: Raw -2390593.611184 + Penalty 4840.483665 = -2385753.127519
  nChanged 42
		SP:Iteration 102Q (1394.740000 sec): 3 clusters
  Score: Raw -2390602.121208 + Penalty 4840.483665 = -2385761.637543
  nChanged 53
		SP:Iteration 103Q (1394.800000 sec): 3 clusters
  Score: Raw -2390611.321348 + Penalty 4840.483665 = -2385770.837683
  nChanged 56
		SP:Iteration 104Q (1394.870000 sec): 3 clusters
  Score: Raw -2390620.840683 + Penalty 4840.483665 = -2385780.357017
  nChanged 49
		SP:Iteration 105Q (1394.930000 sec): 3 clusters
  Score: Raw -2390628.126224 + Penalty 4840.483665 = -2385787.642558
  nChanged 41
		SP:Iteration 106Q (1395.000000 sec): 3 clusters
  Score: Raw -2390634.124281 + Penalty 4840.483665 = -2385793.640615
  nChanged 38
		SP:Iteration 107Q (1395.070000 sec): 3 clusters
  Score: Raw -2390639.209285 + Penalty 4840.483665 = -2385798.725619
  nChanged 27
		SP:Iteration 108Q (1395.130000 sec): 3 clusters
  Score: Raw -2390642.473042 + Penalty 4840.483665 = -2385801.989377
  nChanged 22
		SP:Iteration 109Q (1395.200000 sec): 3 clusters
  Score: Raw -2390645.310885 + Penalty 4840.483665 = -2385804.827219
  nChanged 27
		SP:Iteration 110Q (1395.270000 sec): 3 clusters
  Score: Raw -2390648.423845 + Penalty 4840.483665 = -2385807.940179
  nChanged 20
		SP:Iteration 111Q (1395.330000 sec): 3 clusters
  Score: Raw -2390650.485546 + Penalty 4840.483665 = -2385810.001880
  nChanged 14
		SP:Iteration 112Q (1395.390000 sec): 3 clusters
  Score: Raw -2390651.742189 + Penalty 4840.483665 = -2385811.258524
  nChanged 11
		SP:Iteration 113Q (1395.460000 sec): 3 clusters
  Score: Raw -2390652.713884 + Penalty 4840.483665 = -2385812.230218
  nChanged 11
		SP:Iteration 114Q (1395.530000 sec): 3 clusters
  Score: Raw -2390654.022556 + Penalty 4840.483665 = -2385813.538890
  nChanged 9
		SP:Iteration 115Q (1395.590000 sec): 3 clusters
  Score: Raw -2390655.220621 + Penalty 4840.483665 = -2385814.736956
  nChanged 16
		SP:Iteration 116Q (1395.660000 sec): 3 clusters
  Score: Raw -2390657.008570 + Penalty 4840.483665 = -2385816.524904
  nChanged 16
		SP:Iteration 117Q (1395.720000 sec): 3 clusters
  Score: Raw -2390658.693336 + Penalty 4840.483665 = -2385818.209670
  nChanged 23
		SP:Iteration 118Q (1395.790000 sec): 3 clusters
  Score: Raw -2390661.710459 + Penalty 4840.483665 = -2385821.226794
  nChanged 37
		SP:Iteration 119Q (1395.850000 sec): 3 clusters
  Score: Raw -2390668.725975 + Penalty 4840.483665 = -2385828.242310
  nChanged 45
		SP:Iteration 120F (1395.920000 sec): 3 clusters
  Score: Raw -2390676.230059 + Penalty 4840.483665 = -2385835.746393
  nChanged 41
		SP:Iteration 121Q (1395.990000 sec): 3 clusters
  Score: Raw -2390682.606235 + Penalty 4840.483665 = -2385842.122569
  nChanged 38
		SP:Iteration 122Q (1396.050000 sec): 3 clusters
  Score: Raw -2390689.076736 + Penalty 4840.483665 = -2385848.593070
  nChanged 51
		SP:Iteration 123Q (1396.120000 sec): 3 clusters
  Score: Raw -2390698.347392 + Penalty 4840.483665 = -2385857.863727
  nChanged 45
		SP:Iteration 124Q (1396.190000 sec): 3 clusters
  Score: Raw -2390707.547016 + Penalty 4840.483665 = -2385867.063351
  nChanged 55
		SP:Iteration 125Q (1396.250000 sec): 3 clusters
  Score: Raw -2390716.555542 + Penalty 4840.483665 = -2385876.071877
  nChanged 50
		SP:Iteration 126Q (1396.310000 sec): 3 clusters
  Score: Raw -2390723.517900 + Penalty 4840.483665 = -2385883.034235
  nChanged 39
		SP:Iteration 127Q (1396.380000 sec): 3 clusters
  Score: Raw -2390728.809282 + Penalty 4840.483665 = -2385888.325616
  nChanged 33
		SP:Iteration 128Q (1396.450000 sec): 3 clusters
  Score: Raw -2390732.266559 + Penalty 4840.483665 = -2385891.782894
  nChanged 22
		SP:Iteration 129Q (1396.510000 sec): 3 clusters
  Score: Raw -2390734.678350 + Penalty 4840.483665 = -2385894.194684
  nChanged 13
		SP:Iteration 130Q (1396.580000 sec): 3 clusters
  Score: Raw -2390736.389783 + Penalty 4840.483665 = -2385895.906117
  nChanged 15
		SP:Iteration 131Q (1396.650000 sec): 3 clusters
  Score: Raw -2390738.113757 + Penalty 4840.483665 = -2385897.630091
  nChanged 12
		SP:Iteration 132Q (1396.710000 sec): 3 clusters
  Score: Raw -2390739.061354 + Penalty 4840.483665 = -2385898.577689
  nChanged 8
		SP:Iteration 133Q (1396.770000 sec): 3 clusters
  Score: Raw -2390739.995961 + Penalty 4840.483665 = -2385899.512296
  nChanged 8
		SP:Iteration 134Q (1396.840000 sec): 3 clusters
  Score: Raw -2390740.620301 + Penalty 4840.483665 = -2385900.136635
  nChanged 6
		SP:Iteration 135Q (1396.910000 sec): 3 clusters
  Score: Raw -2390741.212557 + Penalty 4840.483665 = -2385900.728892
  nChanged 7
		SP:Iteration 136Q (1396.970000 sec): 3 clusters
  Score: Raw -2390741.747810 + Penalty 4840.483665 = -2385901.264144
  nChanged 3
		SP:Iteration 137Q (1397.030000 sec): 3 clusters
  Score: Raw -2390742.003525 + Penalty 4840.483665 = -2385901.519860
  nChanged 3
		SP:Iteration 138Q (1397.100000 sec): 3 clusters
  Score: Raw -2390742.259683 + Penalty 4840.483665 = -2385901.776018
  nChanged 2
		SP:Iteration 139Q (1397.170000 sec): 3 clusters
  Score: Raw -2390742.491834 + Penalty 4840.483665 = -2385902.008169
  nChanged 3
		SP:Iteration 140F (1397.240000 sec): 3 clusters
  Score: Raw -2390742.620840 + Penalty 4840.483665 = -2385902.137174
  nChanged 3
		SP:Iteration 141Q (1397.310000 sec): 3 clusters
  Score: Raw -2390742.936268 + Penalty 4840.483665 = -2385902.452603
  nChanged 7
		SP:Iteration 142Q (1397.380000 sec): 3 clusters
  Score: Raw -2390743.506837 + Penalty 4840.483665 = -2385903.023172
  nChanged 4
		SP:Iteration 143Q (1397.450000 sec): 3 clusters
  Score: Raw -2390743.816186 + Penalty 4840.483665 = -2385903.332521
  nChanged 7
		SP:Iteration 144Q (1397.510000 sec): 3 clusters
  Score: Raw -2390744.387031 + Penalty 4840.483665 = -2385903.903365
  nChanged 3
		SP:Iteration 145Q (1397.580000 sec): 3 clusters
  Score: Raw -2390744.594856 + Penalty 4840.483665 = -2385904.111191
  nChanged 4
		SP:Iteration 146Q (1397.650000 sec): 3 clusters
  Score: Raw -2390744.893778 + Penalty 4840.483665 = -2385904.410113
  nChanged 1
		SP:Iteration 147Q (1397.720000 sec): 3 clusters
  Score: Raw -2390744.962562 + Penalty 4840.483665 = -2385904.478897
  nChanged 3
		SP:Iteration 148Q (1397.780000 sec): 3 clusters
  Score: Raw -2390745.234666 + Penalty 4840.483665 = -2385904.751000
  nChanged 2
		SP:Iteration 149Q (1397.850000 sec): 3 clusters
  Score: Raw -2390745.464360 + Penalty 4840.483665 = -2385904.980694
  nChanged 1
		SP:Iteration 150Q (1397.920000 sec): 3 clusters
  Score: Raw -2390745.569044 + Penalty 4840.483665 = -2385905.085378
  nChanged 2
		SP:Iteration 151Q (1397.990000 sec): 3 clusters
  Score: Raw -2390745.689544 + Penalty 4840.483665 = -2385905.205879
  nChanged 2
		SP:Iteration 152Q (1398.050000 sec): 3 clusters
  Score: Raw -2390745.784966 + Penalty 4840.483665 = -2385905.301301
  nChanged 0
		SP:Iteration 153F (1398.130000 sec): 3 clusters
  Score: Raw -2390745.784966 + Penalty 4840.483665 = -2385905.301301
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1398.160000 sec): 2 clusters
  Score: Raw -1069811.055681 + Penalty 2205.844218 = -1067605.211463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1398.190000 sec): 3 clusters
  Score: Raw -1066013.165850 + Penalty 4411.688435 = -1061601.477414
  nChanged 2971
		SP:Iteration 1F (1398.220000 sec): 3 clusters
  Score: Raw -1067635.668238 + Penalty 4411.688435 = -1063223.979802
  nChanged 527
		SP:Iteration 2F (1398.250000 sec): 3 clusters
  Score: Raw -1067921.261537 + Penalty 4411.688435 = -1063509.573102
  nChanged 416
		SP:Iteration 3F (1398.270000 sec): 3 clusters
  Score: Raw -1068174.624943 + Penalty 4411.688435 = -1063762.936507
  nChanged 388
		SP:Iteration 4F (1398.310000 sec): 3 clusters
  Score: Raw -1068416.927161 + Penalty 4411.688435 = -1064005.238726
  nChanged 347
		SP:Iteration 5Q (1398.330000 sec): 3 clusters
  Score: Raw -1068647.877843 + Penalty 4411.688435 = -1064236.189408
  nChanged 339
		SP:Iteration 6Q (1398.370000 sec): 3 clusters
  Score: Raw -1068863.029773 + Penalty 4411.688435 = -1064451.341338
  nChanged 316
		SP:Iteration 7Q (1398.390000 sec): 3 clusters
  Score: Raw -1069052.208821 + Penalty 4411.688435 = -1064640.520386
  nChanged 267
		SP:Iteration 8Q (1398.420000 sec): 3 clusters
  Score: Raw -1069186.226203 + Penalty 4411.688435 = -1064774.537767
  nChanged 192
		SP:Iteration 9Q (1398.450000 sec): 3 clusters
  Score: Raw -1069273.446119 + Penalty 4411.688435 = -1064861.757683
  nChanged 174
		SP:Iteration 10Q (1398.480000 sec): 3 clusters
  Score: Raw -1069356.823869 + Penalty 4411.688435 = -1064945.135434
  nChanged 148
		SP:Iteration 11Q (1398.510000 sec): 3 clusters
  Score: Raw -1069424.154231 + Penalty 4411.688435 = -1065012.465796
  nChanged 107
		SP:Iteration 12Q (1398.540000 sec): 3 clusters
  Score: Raw -1069472.792632 + Penalty 4411.688435 = -1065061.104197
  nChanged 105
		SP:Iteration 13Q (1398.570000 sec): 3 clusters
  Score: Raw -1069524.620020 + Penalty 4411.688435 = -1065112.931585
  nChanged 94
		SP:Iteration 14Q (1398.600000 sec): 3 clusters
  Score: Raw -1069572.626107 + Penalty 4411.688435 = -1065160.937672
  nChanged 91
		SP:Iteration 15Q (1398.630000 sec): 3 clusters
  Score: Raw -1069614.516290 + Penalty 4411.688435 = -1065202.827855
  nChanged 70
		SP:Iteration 16Q (1398.660000 sec): 3 clusters
  Score: Raw -1069649.288088 + Penalty 4411.688435 = -1065237.599653
  nChanged 73
		SP:Iteration 17Q (1398.690000 sec): 3 clusters
  Score: Raw -1069687.000236 + Penalty 4411.688435 = -1065275.311801
  nChanged 79
		SP:Iteration 18Q (1398.710000 sec): 3 clusters
  Score: Raw -1069725.663951 + Penalty 4411.688435 = -1065313.975516
  nChanged 74
		SP:Iteration 19Q (1398.740000 sec): 3 clusters
  Score: Raw -1069766.414823 + Penalty 4411.688435 = -1065354.726388
  nChanged 76
		SP:Iteration 20F (1398.770000 sec): 3 clusters
  Score: Raw -1069801.787449 + Penalty 4411.688435 = -1065390.099014
  nChanged 59
		SP:Iteration 21Q (1398.800000 sec): 3 clusters
  Score: Raw -1069834.189748 + Penalty 4411.688435 = -1065422.501312
  nChanged 63
		SP:Iteration 22Q (1398.830000 sec): 3 clusters
  Score: Raw -1069870.757042 + Penalty 4411.688435 = -1065459.068606
  nChanged 55
		SP:Iteration 23Q (1398.850000 sec): 3 clusters
  Score: Raw -1069902.938228 + Penalty 4411.688435 = -1065491.249793
  nChanged 53
		SP:Iteration 24Q (1398.880000 sec): 3 clusters
  Score: Raw -1069935.439916 + Penalty 4411.688435 = -1065523.751480
  nChanged 55
		SP:Iteration 25Q (1398.910000 sec): 3 clusters
  Score: Raw -1069974.632091 + Penalty 4411.688435 = -1065562.943656
  nChanged 56
		SP:Iteration 26Q (1398.930000 sec): 3 clusters
  Score: Raw -1070021.470363 + Penalty 4411.688435 = -1065609.781927
  nChanged 62
		SP:Iteration 27Q (1398.960000 sec): 3 clusters
  Score: Raw -1070087.691772 + Penalty 4411.688435 = -1065676.003336
  nChanged 60
		SP:Iteration 28Q (1398.990000 sec): 3 clusters
  Score: Raw -1070132.414826 + Penalty 4411.688435 = -1065720.726391
  nChanged 55
		SP:Iteration 29Q (1399.010000 sec): 3 clusters
  Score: Raw -1070171.389786 + Penalty 4411.688435 = -1065759.701351
  nChanged 41
		SP:Iteration 30Q (1399.040000 sec): 3 clusters
  Score: Raw -1070194.522452 + Penalty 4411.688435 = -1065782.834017
  nChanged 35
		SP:Iteration 31Q (1399.060000 sec): 3 clusters
  Score: Raw -1070220.137484 + Penalty 4411.688435 = -1065808.449049
  nChanged 26
		SP:Iteration 32Q (1399.090000 sec): 3 clusters
  Score: Raw -1070237.309538 + Penalty 4411.688435 = -1065825.621103
  nChanged 22
		SP:Iteration 33Q (1399.110000 sec): 3 clusters
  Score: Raw -1070249.622369 + Penalty 4411.688435 = -1065837.933934
  nChanged 25
		SP:Iteration 34Q (1399.130000 sec): 3 clusters
  Score: Raw -1070264.627783 + Penalty 4411.688435 = -1065852.939348
  nChanged 15
		SP:Iteration 35Q (1399.160000 sec): 3 clusters
  Score: Raw -1070274.489048 + Penalty 4411.688435 = -1065862.800612
  nChanged 21
		SP:Iteration 36Q (1399.180000 sec): 3 clusters
  Score: Raw -1070289.354758 + Penalty 4411.688435 = -1065877.666322
  nChanged 14
		SP:Iteration 37Q (1399.210000 sec): 3 clusters
  Score: Raw -1070295.756439 + Penalty 4411.688435 = -1065884.068004
  nChanged 12
		SP:Iteration 38Q (1399.230000 sec): 3 clusters
  Score: Raw -1070301.206926 + Penalty 4411.688435 = -1065889.518491
  nChanged 14
		SP:Iteration 39Q (1399.250000 sec): 3 clusters
  Score: Raw -1070306.614211 + Penalty 4411.688435 = -1065894.925775
  nChanged 12
		SP:Iteration 40F (1399.280000 sec): 3 clusters
  Score: Raw -1070310.999791 + Penalty 4411.688435 = -1065899.311356
  nChanged 6
		SP:Iteration 41Q (1399.310000 sec): 3 clusters
  Score: Raw -1070314.035361 + Penalty 4411.688435 = -1065902.346925
  nChanged 9
		SP:Iteration 42Q (1399.330000 sec): 3 clusters
  Score: Raw -1070319.100690 + Penalty 4411.688435 = -1065907.412254
  nChanged 11
		SP:Iteration 43Q (1399.350000 sec): 3 clusters
  Score: Raw -1070324.107993 + Penalty 4411.688435 = -1065912.419558
  nChanged 7
		SP:Iteration 44Q (1399.380000 sec): 3 clusters
  Score: Raw -1070328.568632 + Penalty 4411.688435 = -1065916.880196
  nChanged 6
		SP:Iteration 45Q (1399.400000 sec): 3 clusters
  Score: Raw -1070332.856731 + Penalty 4411.688435 = -1065921.168295
  nChanged 11
		SP:Iteration 46Q (1399.430000 sec): 3 clusters
  Score: Raw -1070340.854692 + Penalty 4411.688435 = -1065929.166257
  nChanged 17
		SP:Iteration 47Q (1399.450000 sec): 3 clusters
  Score: Raw -1070351.140235 + Penalty 4411.688435 = -1065939.451800
  nChanged 18
		SP:Iteration 48Q (1399.470000 sec): 3 clusters
  Score: Raw -1070358.707690 + Penalty 4411.688435 = -1065947.019255
  nChanged 9
		SP:Iteration 49Q (1399.500000 sec): 3 clusters
  Score: Raw -1070364.017563 + Penalty 4411.688435 = -1065952.329127
  nChanged 8
		SP:Iteration 50Q (1399.520000 sec): 3 clusters
  Score: Raw -1070368.227487 + Penalty 4411.688435 = -1065956.539052
  nChanged 8
		SP:Iteration 51Q (1399.540000 sec): 3 clusters
  Score: Raw -1070372.173405 + Penalty 4411.688435 = -1065960.484969
  nChanged 5
		SP:Iteration 52Q (1399.570000 sec): 3 clusters
  Score: Raw -1070374.169181 + Penalty 4411.688435 = -1065962.480745
  nChanged 3
		SP:Iteration 53Q (1399.590000 sec): 3 clusters
  Score: Raw -1070375.278623 + Penalty 4411.688435 = -1065963.590188
  nChanged 3
		SP:Iteration 54Q (1399.610000 sec): 3 clusters
  Score: Raw -1070376.795834 + Penalty 4411.688435 = -1065965.107399
  nChanged 4
		SP:Iteration 55Q (1399.640000 sec): 3 clusters
  Score: Raw -1070378.662887 + Penalty 4411.688435 = -1065966.974451
  nChanged 6
		SP:Iteration 56Q (1399.660000 sec): 3 clusters
  Score: Raw -1070382.030517 + Penalty 4411.688435 = -1065970.342081
  nChanged 5
		SP:Iteration 57Q (1399.680000 sec): 3 clusters
  Score: Raw -1070384.314597 + Penalty 4411.688435 = -1065972.626162
  nChanged 5
		SP:Iteration 58Q (1399.710000 sec): 3 clusters
  Score: Raw -1070386.288859 + Penalty 4411.688435 = -1065974.600423
  nChanged 2
		SP:Iteration 59Q (1399.730000 sec): 3 clusters
  Score: Raw -1070387.576103 + Penalty 4411.688435 = -1065975.887667
  nChanged 4
		SP:Iteration 60F (1399.760000 sec): 3 clusters
  Score: Raw -1070388.883792 + Penalty 4411.688435 = -1065977.195357
  nChanged 2
		SP:Iteration 61Q (1399.780000 sec): 3 clusters
  Score: Raw -1070389.738426 + Penalty 4411.688435 = -1065978.049990
  nChanged 0
		SP:Iteration 62F (1399.810000 sec): 3 clusters
  Score: Raw -1070389.738426 + Penalty 4411.688435 = -1065978.049990
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (114663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1400.220000 sec): 2 clusters
  Score: Raw -17118507.355092 + Penalty 2889.138662 = -17115618.216430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1400.680000 sec): 3 clusters
  Score: Raw -17044602.106327 + Penalty 5778.277325 = -17038823.829002
  nChanged 54488
		SP:Iteration 1F (1401.130000 sec): 3 clusters
  Score: Raw -17075767.150182 + Penalty 5778.277325 = -17069988.872858
  nChanged 3489
		SP:Iteration 2Q (1401.590000 sec): 3 clusters
  Score: Raw -17076640.540603 + Penalty 5778.277325 = -17070862.263278
  nChanged 3861
		SP:Iteration 3Q (1402.050000 sec): 3 clusters
  Score: Raw -17078075.021595 + Penalty 5778.277325 = -17072296.744270
  nChanged 5047
		SP:Iteration 4Q (1402.520000 sec): 3 clusters
  Score: Raw -17080943.526094 + Penalty 5778.277325 = -17075165.248769
  nChanged 6847
		SP:Iteration 5F (1402.980000 sec): 3 clusters
  Score: Raw -17086112.586224 + Penalty 5778.277325 = -17080334.308900
  nChanged 8752
		SP:Iteration 6F (1403.430000 sec): 3 clusters
  Score: Raw -17093191.280684 + Penalty 5778.277325 = -17087413.003359
  nChanged 9301
		SP:Iteration 7F (1403.880000 sec): 3 clusters
  Score: Raw -17100161.462742 + Penalty 5778.277325 = -17094383.185418
  nChanged 8189
		SP:Iteration 8F (1404.330000 sec): 3 clusters
  Score: Raw -17105369.600975 + Penalty 5778.277325 = -17099591.323651
  nChanged 6347
		SP:Iteration 9F (1404.800000 sec): 3 clusters
  Score: Raw -17108615.194197 + Penalty 5778.277325 = -17102836.916872
  nChanged 4670
		SP:Iteration 10Q (1405.270000 sec): 3 clusters
  Score: Raw -17110836.283182 + Penalty 5778.277325 = -17105058.005858
  nChanged 3856
		SP:Iteration 11Q (1405.730000 sec): 3 clusters
  Score: Raw -17112629.279441 + Penalty 5778.277325 = -17106851.002116
  nChanged 3474
		SP:Iteration 12Q (1406.170000 sec): 3 clusters
  Score: Raw -17114089.796124 + Penalty 5778.277325 = -17108311.518799
  nChanged 3163
		SP:Iteration 13Q (1406.620000 sec): 3 clusters
  Score: Raw -17115291.143718 + Penalty 5778.277325 = -17109512.866394
  nChanged 2991
		SP:Iteration 14Q (1407.060000 sec): 3 clusters
  Score: Raw -17116370.013461 + Penalty 5778.277325 = -17110591.736136
  nChanged 2659
		SP:Iteration 15Q (1407.490000 sec): 3 clusters
  Score: Raw -17117226.232472 + Penalty 5778.277325 = -17111447.955148
  nChanged 2416
		SP:Iteration 16Q (1407.930000 sec): 3 clusters
  Score: Raw -17117942.529289 + Penalty 5778.277325 = -17112164.251964
  nChanged 2177
		SP:Iteration 17Q (1408.350000 sec): 3 clusters
  Score: Raw -17118519.106902 + Penalty 5778.277325 = -17112740.829577
  nChanged 1905
		SP:Iteration 18Q (1408.770000 sec): 3 clusters
  Score: Raw -17118994.089170 + Penalty 5778.277325 = -17113215.811846
  nChanged 1704
		SP:Iteration 19Q (1409.190000 sec): 3 clusters
  Score: Raw -17119383.970015 + Penalty 5778.277325 = -17113605.692690
  nChanged 1481
		SP:Iteration 20F (1409.650000 sec): 3 clusters
  Score: Raw -17119681.837907 + Penalty 5778.277325 = -17113903.560583
  nChanged 1279
		SP:Iteration 21Q (1410.070000 sec): 3 clusters
  Score: Raw -17119916.029583 + Penalty 5778.277325 = -17114137.752258
  nChanged 1100
		SP:Iteration 22Q (1410.480000 sec): 3 clusters
  Score: Raw -17120104.762380 + Penalty 5778.277325 = -17114326.485055
  nChanged 986
		SP:Iteration 23Q (1410.890000 sec): 3 clusters
  Score: Raw -17120256.948918 + Penalty 5778.277325 = -17114478.671594
  nChanged 872
		SP:Iteration 24Q (1411.300000 sec): 3 clusters
  Score: Raw -17120389.771128 + Penalty 5778.277325 = -17114611.493804
  nChanged 803
		SP:Iteration 25Q (1411.700000 sec): 3 clusters
  Score: Raw -17120510.461969 + Penalty 5778.277325 = -17114732.184644
  nChanged 766
		SP:Iteration 26Q (1412.110000 sec): 3 clusters
  Score: Raw -17120623.014010 + Penalty 5778.277325 = -17114844.736685
  nChanged 666
		SP:Iteration 27Q (1412.530000 sec): 3 clusters
  Score: Raw -17120714.739840 + Penalty 5778.277325 = -17114936.462515
  nChanged 591
		SP:Iteration 28Q (1412.940000 sec): 3 clusters
  Score: Raw -17120789.717265 + Penalty 5778.277325 = -17115011.439941
  nChanged 551
		SP:Iteration 29Q (1413.340000 sec): 3 clusters
  Score: Raw -17120858.355031 + Penalty 5778.277325 = -17115080.077707
  nChanged 538
		SP:Iteration 30Q (1413.740000 sec): 3 clusters
  Score: Raw -17120924.762814 + Penalty 5778.277325 = -17115146.485489
  nChanged 512
		SP:Iteration 31Q (1414.130000 sec): 3 clusters
  Score: Raw -17120985.881841 + Penalty 5778.277325 = -17115207.604517
  nChanged 463
		SP:Iteration 32Q (1414.530000 sec): 3 clusters
  Score: Raw -17121035.855414 + Penalty 5778.277325 = -17115257.578090
  nChanged 371
		SP:Iteration 33Q (1414.920000 sec): 3 clusters
  Score: Raw -17121071.803879 + Penalty 5778.277325 = -17115293.526555
  nChanged 371
		SP:Iteration 34Q (1415.290000 sec): 3 clusters
  Score: Raw -17121110.016766 + Penalty 5778.277325 = -17115331.739441
  nChanged 396
		SP:Iteration 35Q (1415.660000 sec): 3 clusters
  Score: Raw -17121149.897544 + Penalty 5778.277325 = -17115371.620219
  nChanged 376
		SP:Iteration 36Q (1416.030000 sec): 3 clusters
  Score: Raw -17121185.340100 + Penalty 5778.277325 = -17115407.062775
  nChanged 323
		SP:Iteration 37Q (1416.400000 sec): 3 clusters
  Score: Raw -17121212.990342 + Penalty 5778.277325 = -17115434.713018
  nChanged 279
		SP:Iteration 38Q (1416.780000 sec): 3 clusters
  Score: Raw -17121234.978962 + Penalty 5778.277325 = -17115456.701637
  nChanged 268
		SP:Iteration 39Q (1417.140000 sec): 3 clusters
  Score: Raw -17121255.164318 + Penalty 5778.277325 = -17115476.886994
  nChanged 250
		SP:Iteration 40F (1417.570000 sec): 3 clusters
  Score: Raw -17121273.877165 + Penalty 5778.277325 = -17115495.599841
  nChanged 234
		SP:Iteration 41Q (1417.940000 sec): 3 clusters
  Score: Raw -17121291.172697 + Penalty 5778.277325 = -17115512.895372
  nChanged 190
		SP:Iteration 42Q (1418.310000 sec): 3 clusters
  Score: Raw -17121303.220723 + Penalty 5778.277325 = -17115524.943398
  nChanged 171
		SP:Iteration 43Q (1418.680000 sec): 3 clusters
  Score: Raw -17121313.880513 + Penalty 5778.277325 = -17115535.603188
  nChanged 171
		SP:Iteration 44Q (1419.040000 sec): 3 clusters
  Score: Raw -17121324.609908 + Penalty 5778.277325 = -17115546.332584
  nChanged 156
		SP:Iteration 45Q (1419.400000 sec): 3 clusters
  Score: Raw -17121333.081222 + Penalty 5778.277325 = -17115554.803898
  nChanged 130
		SP:Iteration 46Q (1419.770000 sec): 3 clusters
  Score: Raw -17121339.641746 + Penalty 5778.277325 = -17115561.364422
  nChanged 115
		SP:Iteration 47Q (1420.130000 sec): 3 clusters
  Score: Raw -17121347.288161 + Penalty 5778.277325 = -17115569.010836
  nChanged 135
		SP:Iteration 48Q (1420.500000 sec): 3 clusters
  Score: Raw -17121355.631877 + Penalty 5778.277325 = -17115577.354552
  nChanged 129
		SP:Iteration 49Q (1420.860000 sec): 3 clusters
  Score: Raw -17121363.084651 + Penalty 5778.277325 = -17115584.807327
  nChanged 132
		SP:Iteration 50Q (1421.230000 sec): 3 clusters
  Score: Raw -17121371.119482 + Penalty 5778.277325 = -17115592.842157
  nChanged 119
		SP:Iteration 51Q (1421.590000 sec): 3 clusters
  Score: Raw -17121378.598283 + Penalty 5778.277325 = -17115600.320958
  nChanged 122
		SP:Iteration 52Q (1421.960000 sec): 3 clusters
  Score: Raw -17121385.529663 + Penalty 5778.277325 = -17115607.252339
  nChanged 105
		SP:Iteration 53Q (1422.320000 sec): 3 clusters
  Score: Raw -17121391.559976 + Penalty 5778.277325 = -17115613.282652
  nChanged 81
		SP:Iteration 54Q (1422.680000 sec): 3 clusters
  Score: Raw -17121396.380420 + Penalty 5778.277325 = -17115618.103095
  nChanged 82
		SP:Iteration 55Q (1423.040000 sec): 3 clusters
  Score: Raw -17121400.895815 + Penalty 5778.277325 = -17115622.618490
  nChanged 82
		SP:Iteration 56Q (1423.410000 sec): 3 clusters
  Score: Raw -17121404.904111 + Penalty 5778.277325 = -17115626.626786
  nChanged 70
		SP:Iteration 57Q (1423.770000 sec): 3 clusters
  Score: Raw -17121407.744750 + Penalty 5778.277325 = -17115629.467426
  nChanged 64
		SP:Iteration 58Q (1424.140000 sec): 3 clusters
  Score: Raw -17121410.686414 + Penalty 5778.277325 = -17115632.409089
  nChanged 58
		SP:Iteration 59Q (1424.500000 sec): 3 clusters
  Score: Raw -17121413.674842 + Penalty 5778.277325 = -17115635.397517
  nChanged 63
		SP:Iteration 60F (1424.930000 sec): 3 clusters
  Score: Raw -17121417.307594 + Penalty 5778.277325 = -17115639.030269
  nChanged 63
		SP:Iteration 61Q (1425.290000 sec): 3 clusters
  Score: Raw -17121420.809458 + Penalty 5778.277325 = -17115642.532133
  nChanged 67
		SP:Iteration 62Q (1425.650000 sec): 3 clusters
  Score: Raw -17121424.545507 + Penalty 5778.277325 = -17115646.268183
  nChanged 59
		SP:Iteration 63Q (1426.020000 sec): 3 clusters
  Score: Raw -17121427.542469 + Penalty 5778.277325 = -17115649.265144
  nChanged 50
		SP:Iteration 64Q (1426.380000 sec): 3 clusters
  Score: Raw -17121430.191868 + Penalty 5778.277325 = -17115651.914543
  nChanged 56
		SP:Iteration 65Q (1426.740000 sec): 3 clusters
  Score: Raw -17121432.852649 + Penalty 5778.277325 = -17115654.575324
  nChanged 65
		SP:Iteration 66Q (1427.100000 sec): 3 clusters
  Score: Raw -17121436.140022 + Penalty 5778.277325 = -17115657.862697
  nChanged 55
		SP:Iteration 67Q (1427.500000 sec): 3 clusters
  Score: Raw -17121439.071068 + Penalty 5778.277325 = -17115660.793744
  nChanged 60
		SP:Iteration 68Q (1427.890000 sec): 3 clusters
  Score: Raw -17121442.316846 + Penalty 5778.277325 = -17115664.039521
  nChanged 66
		SP:Iteration 69Q (1428.280000 sec): 3 clusters
  Score: Raw -17121445.707181 + Penalty 5778.277325 = -17115667.429856
  nChanged 57
		SP:Iteration 70Q (1428.660000 sec): 3 clusters
  Score: Raw -17121448.287208 + Penalty 5778.277325 = -17115670.009883
  nChanged 49
		SP:Iteration 71Q (1429.050000 sec): 3 clusters
  Score: Raw -17121450.498311 + Penalty 5778.277325 = -17115672.220986
  nChanged 45
		SP:Iteration 72Q (1429.440000 sec): 3 clusters
  Score: Raw -17121452.217879 + Penalty 5778.277325 = -17115673.940554
  nChanged 30
		SP:Iteration 73Q (1429.830000 sec): 3 clusters
  Score: Raw -17121453.263918 + Penalty 5778.277325 = -17115674.986593
  nChanged 17
		SP:Iteration 74Q (1430.220000 sec): 3 clusters
  Score: Raw -17121453.854281 + Penalty 5778.277325 = -17115675.576956
  nChanged 15
		SP:Iteration 75Q (1430.600000 sec): 3 clusters
  Score: Raw -17121454.371641 + Penalty 5778.277325 = -17115676.094316
  nChanged 17
		SP:Iteration 76Q (1431.000000 sec): 3 clusters
  Score: Raw -17121454.929969 + Penalty 5778.277325 = -17115676.652644
  nChanged 13
		SP:Iteration 77Q (1431.390000 sec): 3 clusters
  Score: Raw -17121455.415715 + Penalty 5778.277325 = -17115677.138390
  nChanged 16
		SP:Iteration 78Q (1431.770000 sec): 3 clusters
  Score: Raw -17121455.968497 + Penalty 5778.277325 = -17115677.691172
  nChanged 10
		SP:Iteration 79Q (1432.150000 sec): 3 clusters
  Score: Raw -17121456.255331 + Penalty 5778.277325 = -17115677.978007
  nChanged 12
		SP:Iteration 80F (1432.610000 sec): 3 clusters
  Score: Raw -17121456.604990 + Penalty 5778.277325 = -17115678.327665
  nChanged 6
		SP:Iteration 81Q (1432.990000 sec): 3 clusters
  Score: Raw -17121456.750669 + Penalty 5778.277325 = -17115678.473345
  nChanged 8
		SP:Iteration 82Q (1433.350000 sec): 3 clusters
  Score: Raw -17121457.038502 + Penalty 5778.277325 = -17115678.761178
  nChanged 10
		SP:Iteration 83Q (1433.700000 sec): 3 clusters
  Score: Raw -17121457.332722 + Penalty 5778.277325 = -17115679.055397
  nChanged 9
		SP:Iteration 84Q (1434.060000 sec): 3 clusters
  Score: Raw -17121457.616549 + Penalty 5778.277325 = -17115679.339225
  nChanged 5
		SP:Iteration 85Q (1434.420000 sec): 3 clusters
  Score: Raw -17121457.745839 + Penalty 5778.277325 = -17115679.468514
  nChanged 3
		SP:Iteration 86Q (1434.780000 sec): 3 clusters
  Score: Raw -17121457.817780 + Penalty 5778.277325 = -17115679.540455
  nChanged 5
		SP:Iteration 87Q (1435.140000 sec): 3 clusters
  Score: Raw -17121457.911559 + Penalty 5778.277325 = -17115679.634235
  nChanged 3
		SP:Iteration 88Q (1435.500000 sec): 3 clusters
  Score: Raw -17121457.993297 + Penalty 5778.277325 = -17115679.715973
  nChanged 4
		SP:Iteration 89Q (1435.870000 sec): 3 clusters
  Score: Raw -17121458.123015 + Penalty 5778.277325 = -17115679.845690
  nChanged 2
		SP:Iteration 90Q (1436.260000 sec): 3 clusters
  Score: Raw -17121458.182298 + Penalty 5778.277325 = -17115679.904973
  nChanged 2
		SP:Iteration 91Q (1436.650000 sec): 3 clusters
  Score: Raw -17121458.217123 + Penalty 5778.277325 = -17115679.939799
  nChanged 2
		SP:Iteration 92Q (1437.040000 sec): 3 clusters
  Score: Raw -17121458.244876 + Penalty 5778.277325 = -17115679.967552
  nChanged 2
		SP:Iteration 93Q (1437.420000 sec): 3 clusters
  Score: Raw -17121458.308843 + Penalty 5778.277325 = -17115680.031518
  nChanged 4
		SP:Iteration 94Q (1437.810000 sec): 3 clusters
  Score: Raw -17121458.407222 + Penalty 5778.277325 = -17115680.129897
  nChanged 0
		SP:Iteration 95F (1438.280000 sec): 3 clusters
  Score: Raw -17121458.407222 + Penalty 5778.277325 = -17115680.129897
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 30.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1438.330000 sec): 2 clusters
  Score: Raw -50292.930454 + Penalty 1520.004452 = -48772.926002
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1438.330000 sec): 3 clusters
  Score: Raw -50672.929926 + Penalty 3040.008904 = -47632.921022
  nChanged 127
		SP:Iteration 1F (1438.330000 sec): 3 clusters
  Score: Raw -51278.074469 + Penalty 3040.008904 = -48238.065565
  nChanged 66
		SP:Iteration 2F (1438.340000 sec): 3 clusters
  Score: Raw -51917.642844 + Penalty 3040.008904 = -48877.633939
  nChanged 24
		SP:Iteration 3F (1438.340000 sec): 3 clusters
  Score: Raw -52251.642886 + Penalty 3040.008904 = -49211.633982
  nChanged 21
		SP:Iteration 4Q (1438.340000 sec): 3 clusters
  Score: Raw -52407.297062 + Penalty 3040.008904 = -49367.288158
  nChanged 8
		SP:Iteration 5Q (1438.340000 sec): 3 clusters
  Score: Raw -52475.336299 + Penalty 3040.008904 = -49435.327395
  nChanged 2
		SP:Iteration 6Q (1438.340000 sec): 3 clusters
  Score: Raw -52490.649350 + Penalty 3040.008904 = -49450.640446
  nChanged 3
		SP:Iteration 7Q (1438.340000 sec): 3 clusters
  Score: Raw -52517.125413 + Penalty 3040.008904 = -49477.116508
  nChanged 2
		SP:Iteration 8Q (1438.340000 sec): 3 clusters
  Score: Raw -52525.957374 + Penalty 3040.008904 = -49485.948470
  nChanged 1
		SP:Iteration 9Q (1438.340000 sec): 3 clusters
  Score: Raw -52529.723098 + Penalty 3040.008904 = -49489.714194
  nChanged 0
		SP:Iteration 10F (1438.350000 sec): 3 clusters
  Score: Raw -52541.156438 + Penalty 3040.008904 = -49501.147534
  nChanged 2
		SP:Iteration 11Q (1438.350000 sec): 3 clusters
  Score: Raw -52589.719098 + Penalty 3040.008904 = -49549.710194
  nChanged 3
		SP:Iteration 12Q (1438.350000 sec): 3 clusters
  Score: Raw -52622.588928 + Penalty 3040.008904 = -49582.580024
  nChanged 8
		SP:Iteration 13Q (1438.350000 sec): 3 clusters
  Score: Raw -52672.955956 + Penalty 3040.008904 = -49632.947052
  nChanged 3
		SP:Iteration 14Q (1438.350000 sec): 3 clusters
  Score: Raw -52714.795883 + Penalty 3040.008904 = -49674.786978
  nChanged 4
		SP:Iteration 15Q (1438.360000 sec): 3 clusters
  Score: Raw -52888.056270 + Penalty 3040.008904 = -49848.047366
  nChanged 5
		SP:Iteration 16Q (1438.360000 sec): 3 clusters
  Score: Raw -52923.501324 + Penalty 3040.008904 = -49883.492420
  nChanged 0
		SP:Iteration 17F (1438.360000 sec): 3 clusters
  Score: Raw -52923.501324 + Penalty 3040.008904 = -49883.492420
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 31.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (262174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1439.310000 sec): 2 clusters
  Score: Raw -38793705.361921 + Penalty 3094.237394 = -38790611.124527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1440.390000 sec): 3 clusters
  Score: Raw -38620334.972427 + Penalty 6188.474787 = -38614146.497640
  nChanged 126627
		SP:Iteration 1F (1441.460000 sec): 3 clusters
  Score: Raw -38695478.416244 + Penalty 6188.474787 = -38689289.941456
  nChanged 6752
		SP:Iteration 2Q (1442.540000 sec): 3 clusters
  Score: Raw -38696935.460427 + Penalty 6188.474787 = -38690746.985640
  nChanged 8206
		SP:Iteration 3Q (1443.630000 sec): 3 clusters
  Score: Raw -38699329.709818 + Penalty 6188.474787 = -38693141.235030
  nChanged 11080
		SP:Iteration 4Q (1444.710000 sec): 3 clusters
  Score: Raw -38703882.107487 + Penalty 6188.474787 = -38697693.632699
  nChanged 15473
		SP:Iteration 5F (1445.770000 sec): 3 clusters
  Score: Raw -38712638.403849 + Penalty 6188.474787 = -38706449.929062
  nChanged 20621
		SP:Iteration 6F (1446.820000 sec): 3 clusters
  Score: Raw -38728001.176607 + Penalty 6188.474787 = -38721812.701819
  nChanged 24231
		SP:Iteration 7F (1447.880000 sec): 3 clusters
  Score: Raw -38750103.067854 + Penalty 6188.474787 = -38743914.593066
  nChanged 22115
		SP:Iteration 8F (1448.920000 sec): 3 clusters
  Score: Raw -38772376.786330 + Penalty 6188.474787 = -38766188.311542
  nChanged 13996
		SP:Iteration 9F (1449.970000 sec): 3 clusters
  Score: Raw -38786355.726441 + Penalty 6188.474787 = -38780167.251654
  nChanged 5728
		SP:Iteration 10Q (1450.900000 sec): 3 clusters
  Score: Raw -38791751.836795 + Penalty 6188.474787 = -38785563.362008
  nChanged 1696
		SP:Iteration 11Q (1451.730000 sec): 3 clusters
  Score: Raw -38793290.440380 + Penalty 6188.474787 = -38787101.965593
  nChanged 403
		SP:Iteration 12Q (1452.500000 sec): 3 clusters
  Score: Raw -38793715.473609 + Penalty 6188.474787 = -38787526.998822
  nChanged 112
		SP:Iteration 13Q (1453.250000 sec): 3 clusters
  Score: Raw -38793885.687462 + Penalty 6188.474787 = -38787697.212674
  nChanged 51
		SP:Iteration 14Q (1453.990000 sec): 3 clusters
  Score: Raw -38793952.337011 + Penalty 6188.474787 = -38787763.862223
  nChanged 18
		SP:Iteration 15Q (1454.720000 sec): 3 clusters
  Score: Raw -38793975.546756 + Penalty 6188.474787 = -38787787.071968
  nChanged 9
		SP:Iteration 16Q (1455.460000 sec): 3 clusters
  Score: Raw -38793985.918869 + Penalty 6188.474787 = -38787797.444082
  nChanged 6
		SP:Iteration 17Q (1456.190000 sec): 3 clusters
  Score: Raw -38793998.739163 + Penalty 6188.474787 = -38787810.264375
  nChanged 9
		SP:Iteration 18Q (1456.920000 sec): 3 clusters
  Score: Raw -38794012.960190 + Penalty 6188.474787 = -38787824.485402
  nChanged 8
		SP:Iteration 19Q (1457.660000 sec): 3 clusters
  Score: Raw -38794025.840376 + Penalty 6188.474787 = -38787837.365588
  nChanged 5
		SP:Iteration 20F (1458.690000 sec): 3 clusters
  Score: Raw -38794034.229432 + Penalty 6188.474787 = -38787845.754644
  nChanged 3
		SP:Iteration 21Q (1459.430000 sec): 3 clusters
  Score: Raw -38794039.552829 + Penalty 6188.474787 = -38787851.078041
  nChanged 4
		SP:Iteration 22Q (1460.160000 sec): 3 clusters
  Score: Raw -38794045.029405 + Penalty 6188.474787 = -38787856.554617
  nChanged 1
		SP:Iteration 23Q (1460.890000 sec): 3 clusters
  Score: Raw -38794046.996214 + Penalty 6188.474787 = -38787858.521427
  nChanged 0
		SP:Iteration 24F (1461.930000 sec): 3 clusters
  Score: Raw -38794046.996214 + Penalty 6188.474787 = -38787858.521427
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (1178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1462.030000 sec): 2 clusters
  Score: Raw -149462.884023 + Penalty 1753.750194 = -147709.133828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1462.040000 sec): 3 clusters
  Score: Raw -149273.069209 + Penalty 3507.500389 = -145765.568821
  nChanged 352
		SP:Iteration 1F (1462.050000 sec): 3 clusters
  Score: Raw -150091.069813 + Penalty 3507.500389 = -146583.569425
  nChanged 144
		SP:Iteration 2F (1462.050000 sec): 3 clusters
  Score: Raw -150558.672917 + Penalty 3507.500389 = -147051.172528
  nChanged 91
		SP:Iteration 3F (1462.050000 sec): 3 clusters
  Score: Raw -150865.803710 + Penalty 3507.500389 = -147358.303321
  nChanged 50
		SP:Iteration 4Q (1462.060000 sec): 3 clusters
  Score: Raw -151112.807594 + Penalty 3507.500389 = -147605.307206
  nChanged 48
		SP:Iteration 5Q (1462.060000 sec): 3 clusters
  Score: Raw -151581.317586 + Penalty 3507.500389 = -148073.817197
  nChanged 53
		SP:Iteration 6Q (1462.070000 sec): 3 clusters
  Score: Raw -151861.854288 + Penalty 3507.500389 = -148354.353899
  nChanged 63
		SP:Iteration 7F (1462.070000 sec): 3 clusters
  Score: Raw -152113.952012 + Penalty 3507.500389 = -148606.451623
  nChanged 57
		SP:Iteration 8Q (1462.070000 sec): 3 clusters
  Score: Raw -152342.191556 + Penalty 3507.500389 = -148834.691168
  nChanged 36
		SP:Iteration 9Q (1462.080000 sec): 3 clusters
  Score: Raw -152447.982699 + Penalty 3507.500389 = -148940.482310
  nChanged 25
		SP:Iteration 10Q (1462.080000 sec): 3 clusters
  Score: Raw -152502.600587 + Penalty 3507.500389 = -148995.100198
  nChanged 19
		SP:Iteration 11Q (1462.090000 sec): 3 clusters
  Score: Raw -152530.429985 + Penalty 3507.500389 = -149022.929596
  nChanged 8
		SP:Iteration 12Q (1462.090000 sec): 3 clusters
  Score: Raw -152542.046962 + Penalty 3507.500389 = -149034.546573
  nChanged 6
		SP:Iteration 13Q (1462.090000 sec): 3 clusters
  Score: Raw -152552.655904 + Penalty 3507.500389 = -149045.155515
  nChanged 5
		SP:Iteration 14Q (1462.100000 sec): 3 clusters
  Score: Raw -152559.838029 + Penalty 3507.500389 = -149052.337640
  nChanged 4
		SP:Iteration 15Q (1462.100000 sec): 3 clusters
  Score: Raw -152567.677619 + Penalty 3507.500389 = -149060.177230
  nChanged 3
		SP:Iteration 16Q (1462.100000 sec): 3 clusters
  Score: Raw -152572.003060 + Penalty 3507.500389 = -149064.502671
  nChanged 3
		SP:Iteration 17Q (1462.110000 sec): 3 clusters
  Score: Raw -152575.880741 + Penalty 3507.500389 = -149068.380352
  nChanged 3
		SP:Iteration 18Q (1462.110000 sec): 3 clusters
  Score: Raw -152582.137894 + Penalty 3507.500389 = -149074.637505
  nChanged 4
		SP:Iteration 19Q (1462.110000 sec): 3 clusters
  Score: Raw -152589.479924 + Penalty 3507.500389 = -149081.979536
  nChanged 2
		SP:Iteration 20F (1462.120000 sec): 3 clusters
  Score: Raw -152592.489819 + Penalty 3507.500389 = -149084.989430
  nChanged 1
		SP:Iteration 21Q (1462.120000 sec): 3 clusters
  Score: Raw -152592.846534 + Penalty 3507.500389 = -149085.346145
  nChanged 0
		SP:Iteration 22F (1462.130000 sec): 3 clusters
  Score: Raw -152592.846534 + Penalty 3507.500389 = -149085.346145
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 32.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (6140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1462.160000 sec): 2 clusters
  Score: Raw -878171.154692 + Penalty 2163.199845 = -876007.954847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1462.180000 sec): 3 clusters
  Score: Raw -875036.673732 + Penalty 4326.399690 = -870710.274042
  nChanged 2430
		SP:Iteration 1F (1462.210000 sec): 3 clusters
  Score: Raw -876399.892666 + Penalty 4326.399690 = -872073.492975
  nChanged 443
		SP:Iteration 2F (1462.230000 sec): 3 clusters
  Score: Raw -876621.948808 + Penalty 4326.399690 = -872295.549118
  nChanged 310
		SP:Iteration 3F (1462.250000 sec): 3 clusters
  Score: Raw -876775.277501 + Penalty 4326.399690 = -872448.877810
  nChanged 243
		SP:Iteration 4Q (1462.280000 sec): 3 clusters
  Score: Raw -876885.800287 + Penalty 4326.399690 = -872559.400597
  nChanged 180
		SP:Iteration 5Q (1462.300000 sec): 3 clusters
  Score: Raw -876979.513796 + Penalty 4326.399690 = -872653.114106
  nChanged 191
		SP:Iteration 6Q (1462.330000 sec): 3 clusters
  Score: Raw -877086.420198 + Penalty 4326.399690 = -872760.020508
  nChanged 194
		SP:Iteration 7Q (1462.350000 sec): 3 clusters
  Score: Raw -877195.814250 + Penalty 4326.399690 = -872869.414560
  nChanged 170
		SP:Iteration 8Q (1462.380000 sec): 3 clusters
  Score: Raw -877284.132236 + Penalty 4326.399690 = -872957.732545
  nChanged 167
		SP:Iteration 9Q (1462.400000 sec): 3 clusters
  Score: Raw -877365.748810 + Penalty 4326.399690 = -873039.349119
  nChanged 131
		SP:Iteration 10Q (1462.430000 sec): 3 clusters
  Score: Raw -877424.006373 + Penalty 4326.399690 = -873097.606682
  nChanged 113
		SP:Iteration 11Q (1462.450000 sec): 3 clusters
  Score: Raw -877469.442446 + Penalty 4326.399690 = -873143.042755
  nChanged 94
		SP:Iteration 12Q (1462.470000 sec): 3 clusters
  Score: Raw -877505.813712 + Penalty 4326.399690 = -873179.414021
  nChanged 84
		SP:Iteration 13Q (1462.500000 sec): 3 clusters
  Score: Raw -877536.591541 + Penalty 4326.399690 = -873210.191850
  nChanged 87
		SP:Iteration 14Q (1462.520000 sec): 3 clusters
  Score: Raw -877570.600155 + Penalty 4326.399690 = -873244.200465
  nChanged 91
		SP:Iteration 15Q (1462.550000 sec): 3 clusters
  Score: Raw -877605.339428 + Penalty 4326.399690 = -873278.939737
  nChanged 76
		SP:Iteration 16Q (1462.570000 sec): 3 clusters
  Score: Raw -877632.049792 + Penalty 4326.399690 = -873305.650102
  nChanged 75
		SP:Iteration 17Q (1462.600000 sec): 3 clusters
  Score: Raw -877658.508153 + Penalty 4326.399690 = -873332.108463
  nChanged 62
		SP:Iteration 18Q (1462.620000 sec): 3 clusters
  Score: Raw -877678.372025 + Penalty 4326.399690 = -873351.972335
  nChanged 60
		SP:Iteration 19Q (1462.650000 sec): 3 clusters
  Score: Raw -877698.187784 + Penalty 4326.399690 = -873371.788093
  nChanged 59
		SP:Iteration 20F (1462.670000 sec): 3 clusters
  Score: Raw -877717.505658 + Penalty 4326.399690 = -873391.105967
  nChanged 45
		SP:Iteration 21Q (1462.690000 sec): 3 clusters
  Score: Raw -877732.176132 + Penalty 4326.399690 = -873405.776442
  nChanged 45
		SP:Iteration 22Q (1462.720000 sec): 3 clusters
  Score: Raw -877744.303019 + Penalty 4326.399690 = -873417.903328
  nChanged 44
		SP:Iteration 23Q (1462.750000 sec): 3 clusters
  Score: Raw -877755.621456 + Penalty 4326.399690 = -873429.221765
  nChanged 29
		SP:Iteration 24Q (1462.770000 sec): 3 clusters
  Score: Raw -877762.867996 + Penalty 4326.399690 = -873436.468305
  nChanged 28
		SP:Iteration 25Q (1462.790000 sec): 3 clusters
  Score: Raw -877769.739872 + Penalty 4326.399690 = -873443.340181
  nChanged 20
		SP:Iteration 26Q (1462.820000 sec): 3 clusters
  Score: Raw -877774.934907 + Penalty 4326.399690 = -873448.535216
  nChanged 22
		SP:Iteration 27Q (1462.840000 sec): 3 clusters
  Score: Raw -877779.622285 + Penalty 4326.399690 = -873453.222595
  nChanged 17
		SP:Iteration 28Q (1462.870000 sec): 3 clusters
  Score: Raw -877784.244072 + Penalty 4326.399690 = -873457.844381
  nChanged 20
		SP:Iteration 29Q (1462.890000 sec): 3 clusters
  Score: Raw -877789.565730 + Penalty 4326.399690 = -873463.166040
  nChanged 20
		SP:Iteration 30Q (1462.910000 sec): 3 clusters
  Score: Raw -877795.005778 + Penalty 4326.399690 = -873468.606088
  nChanged 17
		SP:Iteration 31Q (1462.940000 sec): 3 clusters
  Score: Raw -877798.523139 + Penalty 4326.399690 = -873472.123448
  nChanged 14
		SP:Iteration 32Q (1462.960000 sec): 3 clusters
  Score: Raw -877801.361975 + Penalty 4326.399690 = -873474.962284
  nChanged 14
		SP:Iteration 33Q (1462.990000 sec): 3 clusters
  Score: Raw -877804.787043 + Penalty 4326.399690 = -873478.387352
  nChanged 10
		SP:Iteration 34Q (1463.010000 sec): 3 clusters
  Score: Raw -877806.991252 + Penalty 4326.399690 = -873480.591562
  nChanged 6
		SP:Iteration 35Q (1463.030000 sec): 3 clusters
  Score: Raw -877808.179303 + Penalty 4326.399690 = -873481.779612
  nChanged 6
		SP:Iteration 36Q (1463.060000 sec): 3 clusters
  Score: Raw -877809.601490 + Penalty 4326.399690 = -873483.201800
  nChanged 7
		SP:Iteration 37Q (1463.080000 sec): 3 clusters
  Score: Raw -877811.285975 + Penalty 4326.399690 = -873484.886284
  nChanged 9
		SP:Iteration 38Q (1463.110000 sec): 3 clusters
  Score: Raw -877813.279216 + Penalty 4326.399690 = -873486.879526
  nChanged 5
		SP:Iteration 39Q (1463.130000 sec): 3 clusters
  Score: Raw -877814.368036 + Penalty 4326.399690 = -873487.968346
  nChanged 5
		SP:Iteration 40F (1463.150000 sec): 3 clusters
  Score: Raw -877815.301618 + Penalty 4326.399690 = -873488.901928
  nChanged 6
		SP:Iteration 41Q (1463.180000 sec): 3 clusters
  Score: Raw -877816.898875 + Penalty 4326.399690 = -873490.499184
  nChanged 4
		SP:Iteration 42Q (1463.200000 sec): 3 clusters
  Score: Raw -877817.887470 + Penalty 4326.399690 = -873491.487780
  nChanged 6
		SP:Iteration 43Q (1463.230000 sec): 3 clusters
  Score: Raw -877818.919327 + Penalty 4326.399690 = -873492.519637
  nChanged 5
		SP:Iteration 44Q (1463.250000 sec): 3 clusters
  Score: Raw -877820.178258 + Penalty 4326.399690 = -873493.778568
  nChanged 6
		SP:Iteration 45Q (1463.270000 sec): 3 clusters
  Score: Raw -877821.518886 + Penalty 4326.399690 = -873495.119196
  nChanged 7
		SP:Iteration 46Q (1463.300000 sec): 3 clusters
  Score: Raw -877823.127378 + Penalty 4326.399690 = -873496.727687
  nChanged 8
		SP:Iteration 47Q (1463.320000 sec): 3 clusters
  Score: Raw -877825.548628 + Penalty 4326.399690 = -873499.148938
  nChanged 18
		SP:Iteration 48Q (1463.350000 sec): 3 clusters
  Score: Raw -877830.774813 + Penalty 4326.399690 = -873504.375123
  nChanged 15
		SP:Iteration 49Q (1463.370000 sec): 3 clusters
  Score: Raw -877834.151065 + Penalty 4326.399690 = -873507.751374
  nChanged 16
		SP:Iteration 50Q (1463.390000 sec): 3 clusters
  Score: Raw -877838.292235 + Penalty 4326.399690 = -873511.892545
  nChanged 12
		SP:Iteration 51Q (1463.420000 sec): 3 clusters
  Score: Raw -877841.555769 + Penalty 4326.399690 = -873515.156078
  nChanged 10
		SP:Iteration 52Q (1463.440000 sec): 3 clusters
  Score: Raw -877843.730541 + Penalty 4326.399690 = -873517.330850
  nChanged 8
		SP:Iteration 53Q (1463.470000 sec): 3 clusters
  Score: Raw -877845.567541 + Penalty 4326.399690 = -873519.167851
  nChanged 6
		SP:Iteration 54Q (1463.490000 sec): 3 clusters
  Score: Raw -877846.775325 + Penalty 4326.399690 = -873520.375635
  nChanged 7
		SP:Iteration 55Q (1463.510000 sec): 3 clusters
  Score: Raw -877848.151623 + Penalty 4326.399690 = -873521.751933
  nChanged 6
		SP:Iteration 56Q (1463.540000 sec): 3 clusters
  Score: Raw -877849.518070 + Penalty 4326.399690 = -873523.118380
  nChanged 11
		SP:Iteration 57Q (1463.560000 sec): 3 clusters
  Score: Raw -877853.254175 + Penalty 4326.399690 = -873526.854484
  nChanged 11
		SP:Iteration 58Q (1463.590000 sec): 3 clusters
  Score: Raw -877856.380102 + Penalty 4326.399690 = -873529.980412
  nChanged 12
		SP:Iteration 59Q (1463.610000 sec): 3 clusters
  Score: Raw -877858.845081 + Penalty 4326.399690 = -873532.445390
  nChanged 18
		SP:Iteration 60F (1463.640000 sec): 3 clusters
  Score: Raw -877863.948908 + Penalty 4326.399690 = -873537.549217
  nChanged 17
		SP:Iteration 61Q (1463.660000 sec): 3 clusters
  Score: Raw -877866.742773 + Penalty 4326.399690 = -873540.343082
  nChanged 15
		SP:Iteration 62Q (1463.680000 sec): 3 clusters
  Score: Raw -877870.051828 + Penalty 4326.399690 = -873543.652137
  nChanged 13
		SP:Iteration 63Q (1463.710000 sec): 3 clusters
  Score: Raw -877873.568170 + Penalty 4326.399690 = -873547.168480
  nChanged 18
		SP:Iteration 64Q (1463.730000 sec): 3 clusters
  Score: Raw -877877.287425 + Penalty 4326.399690 = -873550.887734
  nChanged 19
		SP:Iteration 65Q (1463.760000 sec): 3 clusters
  Score: Raw -877883.431173 + Penalty 4326.399690 = -873557.031483
  nChanged 19
		SP:Iteration 66Q (1463.780000 sec): 3 clusters
  Score: Raw -877888.251407 + Penalty 4326.399690 = -873561.851716
  nChanged 21
		SP:Iteration 67Q (1463.810000 sec): 3 clusters
  Score: Raw -877893.438547 + Penalty 4326.399690 = -873567.038856
  nChanged 23
		SP:Iteration 68Q (1463.830000 sec): 3 clusters
  Score: Raw -877901.731584 + Penalty 4326.399690 = -873575.331894
  nChanged 31
		SP:Iteration 69Q (1463.850000 sec): 3 clusters
  Score: Raw -877912.470362 + Penalty 4326.399690 = -873586.070672
  nChanged 29
		SP:Iteration 70Q (1463.880000 sec): 3 clusters
  Score: Raw -877923.703525 + Penalty 4326.399690 = -873597.303834
  nChanged 38
		SP:Iteration 71Q (1463.900000 sec): 3 clusters
  Score: Raw -877935.964544 + Penalty 4326.399690 = -873609.564854
  nChanged 42
		SP:Iteration 72Q (1463.930000 sec): 3 clusters
  Score: Raw -877950.774898 + Penalty 4326.399690 = -873624.375207
  nChanged 57
		SP:Iteration 73Q (1463.950000 sec): 3 clusters
  Score: Raw -877970.438762 + Penalty 4326.399690 = -873644.039072
  nChanged 63
		SP:Iteration 74Q (1463.970000 sec): 3 clusters
  Score: Raw -878002.434125 + Penalty 4326.399690 = -873676.034434
  nChanged 72
		SP:Iteration 75Q (1464.000000 sec): 3 clusters
  Score: Raw -878040.315011 + Penalty 4326.399690 = -873713.915321
  nChanged 86
		SP:Iteration 76Q (1464.020000 sec): 3 clusters
  Score: Raw -878078.431390 + Penalty 4326.399690 = -873752.031699
  nChanged 81
		SP:Iteration 77Q (1464.050000 sec): 3 clusters
  Score: Raw -878114.244106 + Penalty 4326.399690 = -873787.844416
  nChanged 81
		SP:Iteration 78Q (1464.070000 sec): 3 clusters
  Score: Raw -878152.833163 + Penalty 4326.399690 = -873826.433472
  nChanged 63
		SP:Iteration 79Q (1464.090000 sec): 3 clusters
  Score: Raw -878182.126632 + Penalty 4326.399690 = -873855.726941
  nChanged 60
		SP:Iteration 80F (1464.120000 sec): 3 clusters
  Score: Raw -878205.696437 + Penalty 4326.399690 = -873879.296747
  nChanged 53
		SP:Iteration 81Q (1464.140000 sec): 3 clusters
  Score: Raw -878224.023518 + Penalty 4326.399690 = -873897.623828
  nChanged 46
		SP:Iteration 82Q (1464.170000 sec): 3 clusters
  Score: Raw -878240.552467 + Penalty 4326.399690 = -873914.152777
  nChanged 46
		SP:Iteration 83Q (1464.190000 sec): 3 clusters
  Score: Raw -878255.562421 + Penalty 4326.399690 = -873929.162730
  nChanged 44
		SP:Iteration 84Q (1464.210000 sec): 3 clusters
  Score: Raw -878270.408247 + Penalty 4326.399690 = -873944.008556
  nChanged 44
		SP:Iteration 85Q (1464.230000 sec): 3 clusters
  Score: Raw -878285.380548 + Penalty 4326.399690 = -873958.980858
  nChanged 35
		SP:Iteration 86Q (1464.260000 sec): 3 clusters
  Score: Raw -878295.334355 + Penalty 4326.399690 = -873968.934665
  nChanged 29
		SP:Iteration 87Q (1464.280000 sec): 3 clusters
  Score: Raw -878304.565911 + Penalty 4326.399690 = -873978.166220
  nChanged 30
		SP:Iteration 88Q (1464.310000 sec): 3 clusters
  Score: Raw -878314.471146 + Penalty 4326.399690 = -873988.071456
  nChanged 27
		SP:Iteration 89Q (1464.330000 sec): 3 clusters
  Score: Raw -878322.965460 + Penalty 4326.399690 = -873996.565769
  nChanged 19
		SP:Iteration 90Q (1464.350000 sec): 3 clusters
  Score: Raw -878329.115422 + Penalty 4326.399690 = -874002.715731
  nChanged 17
		SP:Iteration 91Q (1464.370000 sec): 3 clusters
  Score: Raw -878334.777319 + Penalty 4326.399690 = -874008.377628
  nChanged 16
		SP:Iteration 92Q (1464.400000 sec): 3 clusters
  Score: Raw -878337.939817 + Penalty 4326.399690 = -874011.540126
  nChanged 11
		SP:Iteration 93Q (1464.420000 sec): 3 clusters
  Score: Raw -878339.942432 + Penalty 4326.399690 = -874013.542742
  nChanged 11
		SP:Iteration 94Q (1464.450000 sec): 3 clusters
  Score: Raw -878342.158520 + Penalty 4326.399690 = -874015.758830
  nChanged 5
		SP:Iteration 95Q (1464.470000 sec): 3 clusters
  Score: Raw -878343.924277 + Penalty 4326.399690 = -874017.524586
  nChanged 7
		SP:Iteration 96Q (1464.490000 sec): 3 clusters
  Score: Raw -878345.435671 + Penalty 4326.399690 = -874019.035981
  nChanged 8
		SP:Iteration 97Q (1464.510000 sec): 3 clusters
  Score: Raw -878347.824918 + Penalty 4326.399690 = -874021.425228
  nChanged 9
		SP:Iteration 98Q (1464.530000 sec): 3 clusters
  Score: Raw -878349.880386 + Penalty 4326.399690 = -874023.480696
  nChanged 7
		SP:Iteration 99Q (1464.560000 sec): 3 clusters
  Score: Raw -878351.862211 + Penalty 4326.399690 = -874025.462520
  nChanged 5
		SP:Iteration 100F (1464.580000 sec): 3 clusters
  Score: Raw -878353.612138 + Penalty 4326.399690 = -874027.212448
  nChanged 6
		SP:Iteration 101Q (1464.610000 sec): 3 clusters
  Score: Raw -878355.209284 + Penalty 4326.399690 = -874028.809594
  nChanged 3
		SP:Iteration 102Q (1464.630000 sec): 3 clusters
  Score: Raw -878355.832622 + Penalty 4326.399690 = -874029.432931
  nChanged 2
		SP:Iteration 103Q (1464.650000 sec): 3 clusters
  Score: Raw -878356.470128 + Penalty 4326.399690 = -874030.070438
  nChanged 3
		SP:Iteration 104Q (1464.670000 sec): 3 clusters
  Score: Raw -878357.168064 + Penalty 4326.399690 = -874030.768374
  nChanged 2
		SP:Iteration 105Q (1464.700000 sec): 3 clusters
  Score: Raw -878357.676478 + Penalty 4326.399690 = -874031.276787
  nChanged 3
		SP:Iteration 106Q (1464.720000 sec): 3 clusters
  Score: Raw -878358.332214 + Penalty 4326.399690 = -874031.932524
  nChanged 1
		SP:Iteration 107Q (1464.740000 sec): 3 clusters
  Score: Raw -878358.494057 + Penalty 4326.399690 = -874032.094367
  nChanged 2
		SP:Iteration 108Q (1464.770000 sec): 3 clusters
  Score: Raw -878358.979604 + Penalty 4326.399690 = -874032.579913
  nChanged 4
		SP:Iteration 109Q (1464.790000 sec): 3 clusters
  Score: Raw -878359.885490 + Penalty 4326.399690 = -874033.485799
  nChanged 3
		SP:Iteration 110Q (1464.810000 sec): 3 clusters
  Score: Raw -878360.452008 + Penalty 4326.399690 = -874034.052317
  nChanged 1
		SP:Iteration 111Q (1464.830000 sec): 3 clusters
  Score: Raw -878360.610129 + Penalty 4326.399690 = -874034.210439
  nChanged 0
		SP:Iteration 112F (1464.860000 sec): 3 clusters
  Score: Raw -878360.610129 + Penalty 4326.399690 = -874034.210439
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1464.870000 sec): 2 clusters
  Score: Raw -44550.068075 + Penalty 1442.643568 = -43107.424507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1464.870000 sec): 3 clusters
  Score: Raw -44702.300459 + Penalty 2885.287135 = -41817.013324
  nChanged 43
		SP:Iteration 1F (1464.870000 sec): 3 clusters
  Score: Raw -44831.978339 + Penalty 2885.287135 = -41946.691204
  nChanged 11
		SP:Iteration 2Q (1464.870000 sec): 3 clusters
  Score: Raw -44880.457080 + Penalty 2885.287135 = -41995.169944
  nChanged 11
		SP:Iteration 3Q (1464.870000 sec): 3 clusters
  Score: Raw -44923.103850 + Penalty 2885.287135 = -42037.816715
  nChanged 2
		SP:Iteration 4Q (1464.870000 sec): 3 clusters
  Score: Raw -44931.491762 + Penalty 2885.287135 = -42046.204627
  nChanged 1
		SP:Iteration 5Q (1464.870000 sec): 3 clusters
  Score: Raw -44934.841221 + Penalty 2885.287135 = -42049.554086
  nChanged 1
		SP:Iteration 6Q (1464.870000 sec): 3 clusters
  Score: Raw -44936.060323 + Penalty 2885.287135 = -42050.773187
  nChanged 1
		SP:Iteration 7Q (1464.880000 sec): 3 clusters
  Score: Raw -44937.870721 + Penalty 2885.287135 = -42052.583586
  nChanged 2
		SP:Iteration 8Q (1464.880000 sec): 3 clusters
  Score: Raw -44944.703173 + Penalty 2885.287135 = -42059.416038
  nChanged 4
		SP:Iteration 9Q (1464.880000 sec): 3 clusters
  Score: Raw -44966.731708 + Penalty 2885.287135 = -42081.444572
  nChanged 3
		SP:Iteration 10Q (1464.880000 sec): 3 clusters
  Score: Raw -44988.273505 + Penalty 2885.287135 = -42102.986370
  nChanged 1
		SP:Iteration 11Q (1464.880000 sec): 3 clusters
  Score: Raw -44993.761012 + Penalty 2885.287135 = -42108.473877
  nChanged 1
		SP:Iteration 12Q (1464.880000 sec): 3 clusters
  Score: Raw -44995.577767 + Penalty 2885.287135 = -42110.290631
  nChanged 0
		SP:Iteration 13F (1464.880000 sec): 3 clusters
  Score: Raw -44995.577767 + Penalty 2885.287135 = -42110.290631
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1464.890000 sec): 2 clusters
  Score: Raw -284778.530666 + Penalty 1890.905509 = -282887.625157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1464.900000 sec): 3 clusters
  Score: Raw -284063.829143 + Penalty 3781.811017 = -280282.018126
  nChanged 691
		SP:Iteration 1F (1464.910000 sec): 3 clusters
  Score: Raw -284626.503435 + Penalty 3781.811017 = -280844.692418
  nChanged 188
		SP:Iteration 2F (1464.920000 sec): 3 clusters
  Score: Raw -284819.722706 + Penalty 3781.811017 = -281037.911689
  nChanged 115
		SP:Iteration 3F (1464.930000 sec): 3 clusters
  Score: Raw -284979.129366 + Penalty 3781.811017 = -281197.318349
  nChanged 92
		SP:Iteration 4Q (1464.930000 sec): 3 clusters
  Score: Raw -285090.255522 + Penalty 3781.811017 = -281308.444505
  nChanged 93
		SP:Iteration 5Q (1464.940000 sec): 3 clusters
  Score: Raw -285205.125777 + Penalty 3781.811017 = -281423.314760
  nChanged 85
		SP:Iteration 6Q (1464.950000 sec): 3 clusters
  Score: Raw -285303.101224 + Penalty 3781.811017 = -281521.290207
  nChanged 88
		SP:Iteration 7Q (1464.950000 sec): 3 clusters
  Score: Raw -285414.240487 + Penalty 3781.811017 = -281632.429470
  nChanged 91
		SP:Iteration 8Q (1464.960000 sec): 3 clusters
  Score: Raw -285554.784950 + Penalty 3781.811017 = -281772.973933
  nChanged 86
		SP:Iteration 9Q (1464.970000 sec): 3 clusters
  Score: Raw -285704.617635 + Penalty 3781.811017 = -281922.806617
  nChanged 89
		SP:Iteration 10Q (1464.980000 sec): 3 clusters
  Score: Raw -285886.434620 + Penalty 3781.811017 = -282104.623603
  nChanged 67
		SP:Iteration 11Q (1464.990000 sec): 3 clusters
  Score: Raw -286075.079376 + Penalty 3781.811017 = -282293.268359
  nChanged 72
		SP:Iteration 12Q (1464.990000 sec): 3 clusters
  Score: Raw -286238.594056 + Penalty 3781.811017 = -282456.783038
  nChanged 60
		SP:Iteration 13Q (1465.000000 sec): 3 clusters
  Score: Raw -286330.770668 + Penalty 3781.811017 = -282548.959651
  nChanged 27
		SP:Iteration 14Q (1465.010000 sec): 3 clusters
  Score: Raw -286369.651885 + Penalty 3781.811017 = -282587.840868
  nChanged 25
		SP:Iteration 15Q (1465.020000 sec): 3 clusters
  Score: Raw -286400.464131 + Penalty 3781.811017 = -282618.653113
  nChanged 7
		SP:Iteration 16Q (1465.030000 sec): 3 clusters
  Score: Raw -286411.498000 + Penalty 3781.811017 = -282629.686983
  nChanged 6
		SP:Iteration 17Q (1465.030000 sec): 3 clusters
  Score: Raw -286418.029306 + Penalty 3781.811017 = -282636.218289
  nChanged 8
		SP:Iteration 18Q (1465.040000 sec): 3 clusters
  Score: Raw -286428.532019 + Penalty 3781.811017 = -282646.721001
  nChanged 5
		SP:Iteration 19Q (1465.050000 sec): 3 clusters
  Score: Raw -286435.732089 + Penalty 3781.811017 = -282653.921072
  nChanged 3
		SP:Iteration 20F (1465.050000 sec): 3 clusters
  Score: Raw -286442.239791 + Penalty 3781.811017 = -282660.428774
  nChanged 2
		SP:Iteration 21Q (1465.060000 sec): 3 clusters
  Score: Raw -286446.422391 + Penalty 3781.811017 = -282664.611374
  nChanged 2
		SP:Iteration 22Q (1465.070000 sec): 3 clusters
  Score: Raw -286448.019635 + Penalty 3781.811017 = -282666.208618
  nChanged 0
		SP:Iteration 23F (1465.080000 sec): 3 clusters
  Score: Raw -286448.019635 + Penalty 3781.811017 = -282666.208618
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (23900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1465.170000 sec): 2 clusters
  Score: Raw -3362304.595145 + Penalty 2500.245167 = -3359804.349978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1465.270000 sec): 3 clusters
  Score: Raw -3348263.465918 + Penalty 5000.490334 = -3343262.975584
  nChanged 10610
		SP:Iteration 1F (1465.370000 sec): 3 clusters
  Score: Raw -3354117.138305 + Penalty 5000.490334 = -3349116.647971
  nChanged 1272
		SP:Iteration 2F (1465.460000 sec): 3 clusters
  Score: Raw -3354587.657750 + Penalty 5000.490334 = -3349587.167416
  nChanged 1118
		SP:Iteration 3Q (1465.560000 sec): 3 clusters
  Score: Raw -3355007.728384 + Penalty 5000.490334 = -3350007.238050
  nChanged 1017
		SP:Iteration 4Q (1465.660000 sec): 3 clusters
  Score: Raw -3355385.937603 + Penalty 5000.490334 = -3350385.447269
  nChanged 1013
		SP:Iteration 5Q (1465.760000 sec): 3 clusters
  Score: Raw -3355797.363672 + Penalty 5000.490334 = -3350796.873338
  nChanged 1076
		SP:Iteration 6Q (1465.860000 sec): 3 clusters
  Score: Raw -3356311.007193 + Penalty 5000.490334 = -3351310.516859
  nChanged 1158
		SP:Iteration 7Q (1465.950000 sec): 3 clusters
  Score: Raw -3356945.694783 + Penalty 5000.490334 = -3351945.204449
  nChanged 1281
		SP:Iteration 8F (1466.050000 sec): 3 clusters
  Score: Raw -3357747.842966 + Penalty 5000.490334 = -3352747.352632
  nChanged 1326
		SP:Iteration 9F (1466.150000 sec): 3 clusters
  Score: Raw -3358673.353191 + Penalty 5000.490334 = -3353672.862857
  nChanged 1289
		SP:Iteration 10F (1466.250000 sec): 3 clusters
  Score: Raw -3359657.354391 + Penalty 5000.490334 = -3354656.864057
  nChanged 1119
		SP:Iteration 11Q (1466.340000 sec): 3 clusters
  Score: Raw -3360532.435091 + Penalty 5000.490334 = -3355531.944757
  nChanged 854
		SP:Iteration 12Q (1466.440000 sec): 3 clusters
  Score: Raw -3361223.062372 + Penalty 5000.490334 = -3356222.572038
  nChanged 675
		SP:Iteration 13Q (1466.530000 sec): 3 clusters
  Score: Raw -3361802.715951 + Penalty 5000.490334 = -3356802.225617
  nChanged 446
		SP:Iteration 14Q (1466.620000 sec): 3 clusters
  Score: Raw -3362170.678500 + Penalty 5000.490334 = -3357170.188166
  nChanged 288
		SP:Iteration 15Q (1466.700000 sec): 3 clusters
  Score: Raw -3362407.824187 + Penalty 5000.490334 = -3357407.333853
  nChanged 190
		SP:Iteration 16Q (1466.780000 sec): 3 clusters
  Score: Raw -3362562.537486 + Penalty 5000.490334 = -3357562.047152
  nChanged 128
		SP:Iteration 17Q (1466.870000 sec): 3 clusters
  Score: Raw -3362671.058293 + Penalty 5000.490334 = -3357670.567959
  nChanged 66
		SP:Iteration 18Q (1466.940000 sec): 3 clusters
  Score: Raw -3362720.760230 + Penalty 5000.490334 = -3357720.269896
  nChanged 41
		SP:Iteration 19Q (1467.020000 sec): 3 clusters
  Score: Raw -3362752.000503 + Penalty 5000.490334 = -3357751.510169
  nChanged 38
		SP:Iteration 20F (1467.120000 sec): 3 clusters
  Score: Raw -3362783.457712 + Penalty 5000.490334 = -3357782.967378
  nChanged 23
		SP:Iteration 21Q (1467.190000 sec): 3 clusters
  Score: Raw -3362803.979217 + Penalty 5000.490334 = -3357803.488883
  nChanged 22
		SP:Iteration 22Q (1467.270000 sec): 3 clusters
  Score: Raw -3362823.433298 + Penalty 5000.490334 = -3357822.942964
  nChanged 23
		SP:Iteration 23Q (1467.350000 sec): 3 clusters
  Score: Raw -3362843.897109 + Penalty 5000.490334 = -3357843.406775
  nChanged 22
		SP:Iteration 24Q (1467.430000 sec): 3 clusters
  Score: Raw -3362861.031121 + Penalty 5000.490334 = -3357860.540787
  nChanged 14
		SP:Iteration 25Q (1467.500000 sec): 3 clusters
  Score: Raw -3362874.971018 + Penalty 5000.490334 = -3357874.480684
  nChanged 16
		SP:Iteration 26Q (1467.570000 sec): 3 clusters
  Score: Raw -3362889.047770 + Penalty 5000.490334 = -3357888.557436
  nChanged 15
		SP:Iteration 27Q (1467.650000 sec): 3 clusters
  Score: Raw -3362902.346976 + Penalty 5000.490334 = -3357901.856642
  nChanged 4
		SP:Iteration 28Q (1467.720000 sec): 3 clusters
  Score: Raw -3362904.403101 + Penalty 5000.490334 = -3357903.912767
  nChanged 3
		SP:Iteration 29Q (1467.800000 sec): 3 clusters
  Score: Raw -3362906.813324 + Penalty 5000.490334 = -3357906.322990
  nChanged 3
		SP:Iteration 30Q (1467.870000 sec): 3 clusters
  Score: Raw -3362908.403344 + Penalty 5000.490334 = -3357907.913010
  nChanged 5
		SP:Iteration 31Q (1467.950000 sec): 3 clusters
  Score: Raw -3362912.956969 + Penalty 5000.490334 = -3357912.466635
  nChanged 4
		SP:Iteration 32Q (1468.020000 sec): 3 clusters
  Score: Raw -3362915.823934 + Penalty 5000.490334 = -3357915.333600
  nChanged 1
		SP:Iteration 33Q (1468.090000 sec): 3 clusters
  Score: Raw -3362916.474745 + Penalty 5000.490334 = -3357915.984411
  nChanged 2
		SP:Iteration 34Q (1468.170000 sec): 3 clusters
  Score: Raw -3362917.569697 + Penalty 5000.490334 = -3357917.079363
  nChanged 2
		SP:Iteration 35Q (1468.240000 sec): 3 clusters
  Score: Raw -3362919.606961 + Penalty 5000.490334 = -3357919.116627
  nChanged 2
		SP:Iteration 36Q (1468.310000 sec): 3 clusters
  Score: Raw -3362920.620882 + Penalty 5000.490334 = -3357920.130548
  nChanged 1
		SP:Iteration 37Q (1468.390000 sec): 3 clusters
  Score: Raw -3362921.515893 + Penalty 5000.490334 = -3357921.025559
  nChanged 0
		SP:Iteration 38F (1468.480000 sec): 3 clusters
  Score: Raw -3362921.515893 + Penalty 5000.490334 = -3357921.025559
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (39694 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1468.620000 sec): 2 clusters
  Score: Raw -6139569.057108 + Penalty 2626.060920 = -6136942.996188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1468.790000 sec): 3 clusters
  Score: Raw -6115186.490802 + Penalty 5252.121840 = -6109934.368962
  nChanged 18218
		SP:Iteration 1F (1468.950000 sec): 3 clusters
  Score: Raw -6125159.613316 + Penalty 5252.121840 = -6119907.491476
  nChanged 1796
		SP:Iteration 2Q (1469.120000 sec): 3 clusters
  Score: Raw -6125753.319293 + Penalty 5252.121840 = -6120501.197453
  nChanged 1800
		SP:Iteration 3Q (1469.290000 sec): 3 clusters
  Score: Raw -6126444.814383 + Penalty 5252.121840 = -6121192.692543
  nChanged 2005
		SP:Iteration 4F (1469.450000 sec): 3 clusters
  Score: Raw -6127405.297610 + Penalty 5252.121840 = -6122153.175770
  nChanged 2384
		SP:Iteration 5F (1469.610000 sec): 3 clusters
  Score: Raw -6128763.537882 + Penalty 5252.121840 = -6123511.416042
  nChanged 2709
		SP:Iteration 6F (1469.780000 sec): 3 clusters
  Score: Raw -6130592.221704 + Penalty 5252.121840 = -6125340.099864
  nChanged 2817
		SP:Iteration 7F (1469.940000 sec): 3 clusters
  Score: Raw -6132582.738924 + Penalty 5252.121840 = -6127330.617084
  nChanged 2602
		SP:Iteration 8F (1470.100000 sec): 3 clusters
  Score: Raw -6134520.959920 + Penalty 5252.121840 = -6129268.838081
  nChanged 2175
		SP:Iteration 9F (1470.260000 sec): 3 clusters
  Score: Raw -6136094.314312 + Penalty 5252.121840 = -6130842.192472
  nChanged 1600
		SP:Iteration 10Q (1470.430000 sec): 3 clusters
  Score: Raw -6137225.369950 + Penalty 5252.121840 = -6131973.248110
  nChanged 1160
		SP:Iteration 11Q (1470.590000 sec): 3 clusters
  Score: Raw -6138063.962950 + Penalty 5252.121840 = -6132811.841111
  nChanged 816
		SP:Iteration 12Q (1470.750000 sec): 3 clusters
  Score: Raw -6138660.464343 + Penalty 5252.121840 = -6133408.342503
  nChanged 608
		SP:Iteration 13Q (1470.900000 sec): 3 clusters
  Score: Raw -6139116.514049 + Penalty 5252.121840 = -6133864.392209
  nChanged 474
		SP:Iteration 14Q (1471.040000 sec): 3 clusters
  Score: Raw -6139500.960392 + Penalty 5252.121840 = -6134248.838553
  nChanged 361
		SP:Iteration 15Q (1471.180000 sec): 3 clusters
  Score: Raw -6139792.126058 + Penalty 5252.121840 = -6134540.004219
  nChanged 287
		SP:Iteration 16Q (1471.300000 sec): 3 clusters
  Score: Raw -6140017.636499 + Penalty 5252.121840 = -6134765.514660
  nChanged 199
		SP:Iteration 17Q (1471.440000 sec): 3 clusters
  Score: Raw -6140155.405555 + Penalty 5252.121840 = -6134903.283715
  nChanged 174
		SP:Iteration 18Q (1471.560000 sec): 3 clusters
  Score: Raw -6140231.895068 + Penalty 5252.121840 = -6134979.773228
  nChanged 123
		SP:Iteration 19Q (1471.680000 sec): 3 clusters
  Score: Raw -6140277.200884 + Penalty 5252.121840 = -6135025.079045
  nChanged 88
		SP:Iteration 20F (1471.850000 sec): 3 clusters
  Score: Raw -6140304.589085 + Penalty 5252.121840 = -6135052.467245
  nChanged 66
		SP:Iteration 21Q (1471.970000 sec): 3 clusters
  Score: Raw -6140321.398816 + Penalty 5252.121840 = -6135069.276976
  nChanged 42
		SP:Iteration 22Q (1472.100000 sec): 3 clusters
  Score: Raw -6140331.178586 + Penalty 5252.121840 = -6135079.056746
  nChanged 34
		SP:Iteration 23Q (1472.220000 sec): 3 clusters
  Score: Raw -6140339.135413 + Penalty 5252.121840 = -6135087.013573
  nChanged 28
		SP:Iteration 24Q (1472.340000 sec): 3 clusters
  Score: Raw -6140344.614020 + Penalty 5252.121840 = -6135092.492180
  nChanged 19
		SP:Iteration 25Q (1472.470000 sec): 3 clusters
  Score: Raw -6140348.274986 + Penalty 5252.121840 = -6135096.153147
  nChanged 13
		SP:Iteration 26Q (1472.590000 sec): 3 clusters
  Score: Raw -6140351.198407 + Penalty 5252.121840 = -6135099.076568
  nChanged 15
		SP:Iteration 27Q (1472.710000 sec): 3 clusters
  Score: Raw -6140353.846174 + Penalty 5252.121840 = -6135101.724334
  nChanged 11
		SP:Iteration 28Q (1472.840000 sec): 3 clusters
  Score: Raw -6140355.676912 + Penalty 5252.121840 = -6135103.555072
  nChanged 8
		SP:Iteration 29Q (1472.960000 sec): 3 clusters
  Score: Raw -6140356.749987 + Penalty 5252.121840 = -6135104.628148
  nChanged 8
		SP:Iteration 30Q (1473.080000 sec): 3 clusters
  Score: Raw -6140358.203685 + Penalty 5252.121840 = -6135106.081846
  nChanged 6
		SP:Iteration 31Q (1473.210000 sec): 3 clusters
  Score: Raw -6140359.134836 + Penalty 5252.121840 = -6135107.012997
  nChanged 4
		SP:Iteration 32Q (1473.330000 sec): 3 clusters
  Score: Raw -6140359.773042 + Penalty 5252.121840 = -6135107.651202
  nChanged 3
		SP:Iteration 33Q (1473.440000 sec): 3 clusters
  Score: Raw -6140360.271147 + Penalty 5252.121840 = -6135108.149308
  nChanged 0
		SP:Iteration 34F (1473.600000 sec): 3 clusters
  Score: Raw -6140360.271147 + Penalty 5252.121840 = -6135108.149308
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (121026 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1474.040000 sec): 2 clusters
  Score: Raw -17639833.815477 + Penalty 2902.532648 = -17636931.282829
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1474.530000 sec): 3 clusters
  Score: Raw -17561632.539464 + Penalty 5805.065296 = -17555827.474168
  nChanged 57683
		SP:Iteration 1F (1475.020000 sec): 3 clusters
  Score: Raw -17594671.061823 + Penalty 5805.065296 = -17588865.996527
  nChanged 3764
		SP:Iteration 2Q (1475.520000 sec): 3 clusters
  Score: Raw -17595547.829342 + Penalty 5805.065296 = -17589742.764046
  nChanged 3893
		SP:Iteration 3Q (1476.020000 sec): 3 clusters
  Score: Raw -17596615.190856 + Penalty 5805.065296 = -17590810.125560
  nChanged 4284
		SP:Iteration 4Q (1476.520000 sec): 3 clusters
  Score: Raw -17598039.219645 + Penalty 5805.065296 = -17592234.154349
  nChanged 4999
		SP:Iteration 5Q (1477.020000 sec): 3 clusters
  Score: Raw -17600124.057488 + Penalty 5805.065296 = -17594318.992192
  nChanged 5890
		SP:Iteration 6Q (1477.520000 sec): 3 clusters
  Score: Raw -17603189.955458 + Penalty 5805.065296 = -17597384.890162
  nChanged 6959
		SP:Iteration 7F (1478.010000 sec): 3 clusters
  Score: Raw -17607428.834077 + Penalty 5805.065296 = -17601623.768781
  nChanged 7677
		SP:Iteration 8F (1478.490000 sec): 3 clusters
  Score: Raw -17612738.180375 + Penalty 5805.065296 = -17606933.115079
  nChanged 8292
		SP:Iteration 9F (1478.990000 sec): 3 clusters
  Score: Raw -17619376.135870 + Penalty 5805.065296 = -17613571.070574
  nChanged 8092
		SP:Iteration 10F (1479.480000 sec): 3 clusters
  Score: Raw -17626374.048449 + Penalty 5805.065296 = -17620568.983153
  nChanged 6768
		SP:Iteration 11F (1479.970000 sec): 3 clusters
  Score: Raw -17631903.356880 + Penalty 5805.065296 = -17626098.291584
  nChanged 5221
		SP:Iteration 12Q (1480.450000 sec): 3 clusters
  Score: Raw -17635579.777082 + Penalty 5805.065296 = -17629774.711786
  nChanged 3856
		SP:Iteration 13Q (1480.920000 sec): 3 clusters
  Score: Raw -17638018.052035 + Penalty 5805.065296 = -17632212.986739
  nChanged 3021
		SP:Iteration 14Q (1481.380000 sec): 3 clusters
  Score: Raw -17639618.478059 + Penalty 5805.065296 = -17633813.412763
  nChanged 2294
		SP:Iteration 15Q (1481.840000 sec): 3 clusters
  Score: Raw -17640484.669535 + Penalty 5805.065296 = -17634679.604239
  nChanged 1616
		SP:Iteration 16Q (1482.290000 sec): 3 clusters
  Score: Raw -17640935.647790 + Penalty 5805.065296 = -17635130.582494
  nChanged 1160
		SP:Iteration 17Q (1482.750000 sec): 3 clusters
  Score: Raw -17641160.446933 + Penalty 5805.065296 = -17635355.381637
  nChanged 781
		SP:Iteration 18Q (1483.190000 sec): 3 clusters
  Score: Raw -17641263.103192 + Penalty 5805.065296 = -17635458.037896
  nChanged 513
		SP:Iteration 19Q (1483.650000 sec): 3 clusters
  Score: Raw -17641312.703513 + Penalty 5805.065296 = -17635507.638217
  nChanged 351
		SP:Iteration 20F (1484.180000 sec): 3 clusters
  Score: Raw -17641338.312108 + Penalty 5805.065296 = -17635533.246812
  nChanged 267
		SP:Iteration 21Q (1484.670000 sec): 3 clusters
  Score: Raw -17641354.202872 + Penalty 5805.065296 = -17635549.137576
  nChanged 199
		SP:Iteration 22Q (1485.130000 sec): 3 clusters
  Score: Raw -17641363.654155 + Penalty 5805.065296 = -17635558.588859
  nChanged 151
		SP:Iteration 23Q (1485.590000 sec): 3 clusters
  Score: Raw -17641369.022429 + Penalty 5805.065296 = -17635563.957133
  nChanged 103
		SP:Iteration 24Q (1486.040000 sec): 3 clusters
  Score: Raw -17641372.149456 + Penalty 5805.065296 = -17635567.084160
  nChanged 77
		SP:Iteration 25Q (1486.490000 sec): 3 clusters
  Score: Raw -17641374.735989 + Penalty 5805.065296 = -17635569.670693
  nChanged 72
		SP:Iteration 26Q (1486.950000 sec): 3 clusters
  Score: Raw -17641377.015465 + Penalty 5805.065296 = -17635571.950169
  nChanged 67
		SP:Iteration 27Q (1487.400000 sec): 3 clusters
  Score: Raw -17641378.633214 + Penalty 5805.065296 = -17635573.567918
  nChanged 53
		SP:Iteration 28Q (1487.850000 sec): 3 clusters
  Score: Raw -17641379.888700 + Penalty 5805.065296 = -17635574.823404
  nChanged 39
		SP:Iteration 29Q (1488.310000 sec): 3 clusters
  Score: Raw -17641380.624039 + Penalty 5805.065296 = -17635575.558743
  nChanged 29
		SP:Iteration 30Q (1488.770000 sec): 3 clusters
  Score: Raw -17641381.148293 + Penalty 5805.065296 = -17635576.082997
  nChanged 21
		SP:Iteration 31Q (1489.220000 sec): 3 clusters
  Score: Raw -17641381.443289 + Penalty 5805.065296 = -17635576.377993
  nChanged 13
		SP:Iteration 32Q (1489.680000 sec): 3 clusters
  Score: Raw -17641381.611878 + Penalty 5805.065296 = -17635576.546582
  nChanged 10
		SP:Iteration 33Q (1490.130000 sec): 3 clusters
  Score: Raw -17641381.764141 + Penalty 5805.065296 = -17635576.698845
  nChanged 8
		SP:Iteration 34Q (1490.580000 sec): 3 clusters
  Score: Raw -17641381.913252 + Penalty 5805.065296 = -17635576.847956
  nChanged 9
		SP:Iteration 35Q (1491.040000 sec): 3 clusters
  Score: Raw -17641382.031351 + Penalty 5805.065296 = -17635576.966055
  nChanged 12
		SP:Iteration 36Q (1491.490000 sec): 3 clusters
  Score: Raw -17641382.207357 + Penalty 5805.065296 = -17635577.142061
  nChanged 10
		SP:Iteration 37Q (1491.950000 sec): 3 clusters
  Score: Raw -17641382.338277 + Penalty 5805.065296 = -17635577.272981
  nChanged 11
		SP:Iteration 38Q (1492.400000 sec): 3 clusters
  Score: Raw -17641382.502823 + Penalty 5805.065296 = -17635577.437527
  nChanged 8
		SP:Iteration 39Q (1492.840000 sec): 3 clusters
  Score: Raw -17641382.629041 + Penalty 5805.065296 = -17635577.563745
  nChanged 7
		SP:Iteration 40F (1493.330000 sec): 3 clusters
  Score: Raw -17641382.722275 + Penalty 5805.065296 = -17635577.656979
  nChanged 9
		SP:Iteration 41Q (1493.780000 sec): 3 clusters
  Score: Raw -17641382.846043 + Penalty 5805.065296 = -17635577.780747
  nChanged 7
		SP:Iteration 42Q (1494.230000 sec): 3 clusters
  Score: Raw -17641382.977441 + Penalty 5805.065296 = -17635577.912145
  nChanged 11
		SP:Iteration 43Q (1494.650000 sec): 3 clusters
  Score: Raw -17641383.111510 + Penalty 5805.065296 = -17635578.046214
  nChanged 4
		SP:Iteration 44Q (1495.070000 sec): 3 clusters
  Score: Raw -17641383.158045 + Penalty 5805.065296 = -17635578.092749
  nChanged 3
		SP:Iteration 45Q (1495.490000 sec): 3 clusters
  Score: Raw -17641383.202377 + Penalty 5805.065296 = -17635578.137080
  nChanged 4
		SP:Iteration 46Q (1495.920000 sec): 3 clusters
  Score: Raw -17641383.233064 + Penalty 5805.065296 = -17635578.167768
  nChanged 1
		SP:Iteration 47Q (1496.340000 sec): 3 clusters
  Score: Raw -17641383.238970 + Penalty 5805.065296 = -17635578.173674
  nChanged 1
		SP:Iteration 48Q (1496.760000 sec): 3 clusters
  Score: Raw -17641383.243428 + Penalty 5805.065296 = -17635578.178132
  nChanged 0
		SP:Iteration 49F (1497.210000 sec): 3 clusters
  Score: Raw -17641383.243428 + Penalty 5805.065296 = -17635578.178132
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1497.300000 sec): 2 clusters
  Score: Raw -1791404.319174 + Penalty 2324.095586 = -1789080.223588
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1497.340000 sec): 3 clusters
  Score: Raw -1784942.192884 + Penalty 4648.191171 = -1780294.001712
  nChanged 4979
		SP:Iteration 1F (1497.380000 sec): 3 clusters
  Score: Raw -1787627.299756 + Penalty 4648.191171 = -1782979.108585
  nChanged 686
		SP:Iteration 2F (1497.420000 sec): 3 clusters
  Score: Raw -1787927.007192 + Penalty 4648.191171 = -1783278.816021
  nChanged 579
		SP:Iteration 3Q (1497.470000 sec): 3 clusters
  Score: Raw -1788169.500421 + Penalty 4648.191171 = -1783521.309250
  nChanged 509
		SP:Iteration 4Q (1497.510000 sec): 3 clusters
  Score: Raw -1788384.173887 + Penalty 4648.191171 = -1783735.982716
  nChanged 454
		SP:Iteration 5Q (1497.560000 sec): 3 clusters
  Score: Raw -1788579.110759 + Penalty 4648.191171 = -1783930.919588
  nChanged 463
		SP:Iteration 6Q (1497.600000 sec): 3 clusters
  Score: Raw -1788803.345267 + Penalty 4648.191171 = -1784155.154096
  nChanged 484
		SP:Iteration 7Q (1497.640000 sec): 3 clusters
  Score: Raw -1789060.023621 + Penalty 4648.191171 = -1784411.832450
  nChanged 519
		SP:Iteration 8Q (1497.680000 sec): 3 clusters
  Score: Raw -1789359.765319 + Penalty 4648.191171 = -1784711.574148
  nChanged 550
		SP:Iteration 9Q (1497.730000 sec): 3 clusters
  Score: Raw -1789702.698687 + Penalty 4648.191171 = -1785054.507516
  nChanged 537
		SP:Iteration 10Q (1497.770000 sec): 3 clusters
  Score: Raw -1790069.811563 + Penalty 4648.191171 = -1785421.620392
  nChanged 536
		SP:Iteration 11Q (1497.810000 sec): 3 clusters
  Score: Raw -1790467.927766 + Penalty 4648.191171 = -1785819.736595
  nChanged 453
		SP:Iteration 12Q (1497.860000 sec): 3 clusters
  Score: Raw -1790813.466585 + Penalty 4648.191171 = -1786165.275414
  nChanged 361
		SP:Iteration 13Q (1497.900000 sec): 3 clusters
  Score: Raw -1791107.288928 + Penalty 4648.191171 = -1786459.097757
  nChanged 263
		SP:Iteration 14Q (1497.940000 sec): 3 clusters
  Score: Raw -1791316.062084 + Penalty 4648.191171 = -1786667.870913
  nChanged 200
		SP:Iteration 15Q (1497.980000 sec): 3 clusters
  Score: Raw -1791464.762664 + Penalty 4648.191171 = -1786816.571493
  nChanged 154
		SP:Iteration 16Q (1498.020000 sec): 3 clusters
  Score: Raw -1791576.644201 + Penalty 4648.191171 = -1786928.453030
  nChanged 111
		SP:Iteration 17Q (1498.060000 sec): 3 clusters
  Score: Raw -1791653.658548 + Penalty 4648.191171 = -1787005.467377
  nChanged 81
		SP:Iteration 18Q (1498.090000 sec): 3 clusters
  Score: Raw -1791709.485379 + Penalty 4648.191171 = -1787061.294208
  nChanged 50
		SP:Iteration 19Q (1498.130000 sec): 3 clusters
  Score: Raw -1791744.376991 + Penalty 4648.191171 = -1787096.185820
  nChanged 27
		SP:Iteration 20F (1498.170000 sec): 3 clusters
  Score: Raw -1791767.783475 + Penalty 4648.191171 = -1787119.592304
  nChanged 36
		SP:Iteration 21Q (1498.200000 sec): 3 clusters
  Score: Raw -1791791.039082 + Penalty 4648.191171 = -1787142.847911
  nChanged 26
		SP:Iteration 22Q (1498.240000 sec): 3 clusters
  Score: Raw -1791811.699230 + Penalty 4648.191171 = -1787163.508058
  nChanged 16
		SP:Iteration 23Q (1498.280000 sec): 3 clusters
  Score: Raw -1791826.121781 + Penalty 4648.191171 = -1787177.930609
  nChanged 13
		SP:Iteration 24Q (1498.320000 sec): 3 clusters
  Score: Raw -1791837.778297 + Penalty 4648.191171 = -1787189.587125
  nChanged 10
		SP:Iteration 25Q (1498.360000 sec): 3 clusters
  Score: Raw -1791845.814711 + Penalty 4648.191171 = -1787197.623539
  nChanged 9
		SP:Iteration 26Q (1498.400000 sec): 3 clusters
  Score: Raw -1791851.376920 + Penalty 4648.191171 = -1787203.185749
  nChanged 4
		SP:Iteration 27Q (1498.440000 sec): 3 clusters
  Score: Raw -1791855.246232 + Penalty 4648.191171 = -1787207.055061
  nChanged 7
		SP:Iteration 28Q (1498.480000 sec): 3 clusters
  Score: Raw -1791861.577024 + Penalty 4648.191171 = -1787213.385853
  nChanged 6
		SP:Iteration 29Q (1498.520000 sec): 3 clusters
  Score: Raw -1791866.597075 + Penalty 4648.191171 = -1787218.405903
  nChanged 3
		SP:Iteration 30Q (1498.560000 sec): 3 clusters
  Score: Raw -1791869.182049 + Penalty 4648.191171 = -1787220.990878
  nChanged 4
		SP:Iteration 31Q (1498.600000 sec): 3 clusters
  Score: Raw -1791872.170065 + Penalty 4648.191171 = -1787223.978894
  nChanged 3
		SP:Iteration 32Q (1498.640000 sec): 3 clusters
  Score: Raw -1791873.907808 + Penalty 4648.191171 = -1787225.716637
  nChanged 1
		SP:Iteration 33Q (1498.680000 sec): 3 clusters
  Score: Raw -1791874.353791 + Penalty 4648.191171 = -1787226.162620
  nChanged 2
		SP:Iteration 34Q (1498.720000 sec): 3 clusters
  Score: Raw -1791875.126154 + Penalty 4648.191171 = -1787226.934982
  nChanged 0
		SP:Iteration 35F (1498.760000 sec): 3 clusters
  Score: Raw -1791875.126154 + Penalty 4648.191171 = -1787226.934982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (5231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1498.790000 sec): 2 clusters
  Score: Raw -744859.213134 + Penalty 2123.464720 = -742735.748414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1498.810000 sec): 3 clusters
  Score: Raw -742345.734336 + Penalty 4246.929441 = -738098.804895
  nChanged 1988
		SP:Iteration 1F (1498.830000 sec): 3 clusters
  Score: Raw -743591.787968 + Penalty 4246.929441 = -739344.858527
  nChanged 431
		SP:Iteration 2F (1498.850000 sec): 3 clusters
  Score: Raw -743882.330513 + Penalty 4246.929441 = -739635.401072
  nChanged 314
		SP:Iteration 3F (1498.870000 sec): 3 clusters
  Score: Raw -744097.592662 + Penalty 4246.929441 = -739850.663221
  nChanged 265
		SP:Iteration 4F (1498.890000 sec): 3 clusters
  Score: Raw -744258.261968 + Penalty 4246.929441 = -740011.332527
  nChanged 224
		SP:Iteration 5Q (1498.920000 sec): 3 clusters
  Score: Raw -744417.277359 + Penalty 4246.929441 = -740170.347918
  nChanged 220
		SP:Iteration 6Q (1498.940000 sec): 3 clusters
  Score: Raw -744569.893275 + Penalty 4246.929441 = -740322.963835
  nChanged 193
		SP:Iteration 7Q (1498.960000 sec): 3 clusters
  Score: Raw -744691.464631 + Penalty 4246.929441 = -740444.535190
  nChanged 159
		SP:Iteration 8Q (1498.980000 sec): 3 clusters
  Score: Raw -744796.595280 + Penalty 4246.929441 = -740549.665839
  nChanged 141
		SP:Iteration 9Q (1499.000000 sec): 3 clusters
  Score: Raw -744882.743369 + Penalty 4246.929441 = -740635.813929
  nChanged 113
		SP:Iteration 10Q (1499.020000 sec): 3 clusters
  Score: Raw -744949.266674 + Penalty 4246.929441 = -740702.337233
  nChanged 100
		SP:Iteration 11Q (1499.040000 sec): 3 clusters
  Score: Raw -745011.410234 + Penalty 4246.929441 = -740764.480793
  nChanged 96
		SP:Iteration 12Q (1499.060000 sec): 3 clusters
  Score: Raw -745072.511650 + Penalty 4246.929441 = -740825.582209
  nChanged 89
		SP:Iteration 13Q (1499.080000 sec): 3 clusters
  Score: Raw -745132.058179 + Penalty 4246.929441 = -740885.128738
  nChanged 82
		SP:Iteration 14Q (1499.100000 sec): 3 clusters
  Score: Raw -745187.877105 + Penalty 4246.929441 = -740940.947664
  nChanged 80
		SP:Iteration 15Q (1499.120000 sec): 3 clusters
  Score: Raw -745245.170663 + Penalty 4246.929441 = -740998.241222
  nChanged 72
		SP:Iteration 16Q (1499.140000 sec): 3 clusters
  Score: Raw -745291.347030 + Penalty 4246.929441 = -741044.417590
  nChanged 44
		SP:Iteration 17Q (1499.160000 sec): 3 clusters
  Score: Raw -745315.831273 + Penalty 4246.929441 = -741068.901832
  nChanged 36
		SP:Iteration 18Q (1499.180000 sec): 3 clusters
  Score: Raw -745332.166116 + Penalty 4246.929441 = -741085.236675
  nChanged 28
		SP:Iteration 19Q (1499.200000 sec): 3 clusters
  Score: Raw -745346.969417 + Penalty 4246.929441 = -741100.039976
  nChanged 25
		SP:Iteration 20F (1499.220000 sec): 3 clusters
  Score: Raw -745361.340564 + Penalty 4246.929441 = -741114.411123
  nChanged 21
		SP:Iteration 21Q (1499.240000 sec): 3 clusters
  Score: Raw -745374.715097 + Penalty 4246.929441 = -741127.785656
  nChanged 22
		SP:Iteration 22Q (1499.260000 sec): 3 clusters
  Score: Raw -745387.443461 + Penalty 4246.929441 = -741140.514020
  nChanged 22
		SP:Iteration 23Q (1499.280000 sec): 3 clusters
  Score: Raw -745397.881298 + Penalty 4246.929441 = -741150.951858
  nChanged 15
		SP:Iteration 24Q (1499.300000 sec): 3 clusters
  Score: Raw -745405.958756 + Penalty 4246.929441 = -741159.029315
  nChanged 16
		SP:Iteration 25Q (1499.320000 sec): 3 clusters
  Score: Raw -745414.422149 + Penalty 4246.929441 = -741167.492708
  nChanged 17
		SP:Iteration 26Q (1499.340000 sec): 3 clusters
  Score: Raw -745421.106661 + Penalty 4246.929441 = -741174.177220
  nChanged 8
		SP:Iteration 27Q (1499.360000 sec): 3 clusters
  Score: Raw -745424.857780 + Penalty 4246.929441 = -741177.928340
  nChanged 7
		SP:Iteration 28Q (1499.380000 sec): 3 clusters
  Score: Raw -745428.302178 + Penalty 4246.929441 = -741181.372737
  nChanged 6
		SP:Iteration 29Q (1499.390000 sec): 3 clusters
  Score: Raw -745431.406544 + Penalty 4246.929441 = -741184.477103
  nChanged 6
		SP:Iteration 30Q (1499.410000 sec): 3 clusters
  Score: Raw -745434.196276 + Penalty 4246.929441 = -741187.266836
  nChanged 10
		SP:Iteration 31Q (1499.430000 sec): 3 clusters
  Score: Raw -745440.900583 + Penalty 4246.929441 = -741193.971143
  nChanged 8
		SP:Iteration 32Q (1499.450000 sec): 3 clusters
  Score: Raw -745444.771063 + Penalty 4246.929441 = -741197.841622
  nChanged 6
		SP:Iteration 33Q (1499.470000 sec): 3 clusters
  Score: Raw -745447.236129 + Penalty 4246.929441 = -741200.306688
  nChanged 4
		SP:Iteration 34Q (1499.490000 sec): 3 clusters
  Score: Raw -745449.348340 + Penalty 4246.929441 = -741202.418899
  nChanged 5
		SP:Iteration 35Q (1499.500000 sec): 3 clusters
  Score: Raw -745452.087731 + Penalty 4246.929441 = -741205.158290
  nChanged 5
		SP:Iteration 36Q (1499.520000 sec): 3 clusters
  Score: Raw -745454.784081 + Penalty 4246.929441 = -741207.854640
  nChanged 2
		SP:Iteration 37Q (1499.540000 sec): 3 clusters
  Score: Raw -745456.540867 + Penalty 4246.929441 = -741209.611426
  nChanged 1
		SP:Iteration 38Q (1499.560000 sec): 3 clusters
  Score: Raw -745457.350016 + Penalty 4246.929441 = -741210.420575
  nChanged 3
		SP:Iteration 39Q (1499.580000 sec): 3 clusters
  Score: Raw -745458.598652 + Penalty 4246.929441 = -741211.669211
  nChanged 0
		SP:Iteration 40F (1499.600000 sec): 3 clusters
  Score: Raw -745458.598652 + Penalty 4246.929441 = -741211.669211
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1499.600000 sec): 2 clusters
  Score: Raw -28187.196059 + Penalty 1371.298414 = -26815.897645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1499.600000 sec): 3 clusters
  Score: Raw -28498.329613 + Penalty 2742.596827 = -25755.732785
  nChanged 43
		SP:Iteration 1F (1499.610000 sec): 3 clusters
  Score: Raw -28802.858279 + Penalty 2742.596827 = -26060.261451
  nChanged 24
		SP:Iteration 2F (1499.610000 sec): 3 clusters
  Score: Raw -29034.327009 + Penalty 2742.596827 = -26291.730182
  nChanged 15
		SP:Iteration 3F (1499.610000 sec): 3 clusters
  Score: Raw -29135.634076 + Penalty 2742.596827 = -26393.037248
  nChanged 9
		SP:Iteration 4Q (1499.610000 sec): 3 clusters
  Score: Raw -29360.662608 + Penalty 2742.596827 = -26618.065780
  nChanged 6
		SP:Iteration 5Q (1499.610000 sec): 3 clusters
  Score: Raw -29461.585464 + Penalty 2742.596827 = -26718.988637
  nChanged 7
		SP:Iteration 6Q (1499.610000 sec): 3 clusters
  Score: Raw -29542.929278 + Penalty 2742.596827 = -26800.332451
  nChanged 3
		SP:Iteration 7Q (1499.610000 sec): 3 clusters
  Score: Raw -29570.020356 + Penalty 2742.596827 = -26827.423528
  nChanged 2
		SP:Iteration 8Q (1499.610000 sec): 3 clusters
  Score: Raw -29582.101960 + Penalty 2742.596827 = -26839.505133
  nChanged 1
		SP:Iteration 9Q (1499.610000 sec): 3 clusters
  Score: Raw -29586.759993 + Penalty 2742.596827 = -26844.163165
  nChanged 1
		SP:Iteration 10Q (1499.620000 sec): 3 clusters
  Score: Raw -29593.140613 + Penalty 2742.596827 = -26850.543785
  nChanged 0
		SP:Iteration 11F (1499.620000 sec): 3 clusters
  Score: Raw -29593.284712 + Penalty 2742.596827 = -26850.687885
  nChanged 1
		SP:Iteration 12Q (1499.620000 sec): 3 clusters
  Score: Raw -29611.467650 + Penalty 2742.596827 = -26868.870823
  nChanged 0
		SP:Iteration 13F (1499.620000 sec): 3 clusters
  Score: Raw -29611.467650 + Penalty 2742.596827 = -26868.870823
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 33.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (31290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1499.740000 sec): 2 clusters
  Score: Raw -4567338.807658 + Penalty 2567.061351 = -4564771.746307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1499.870000 sec): 3 clusters
  Score: Raw -4548657.662049 + Penalty 5134.122703 = -4543523.539346
  nChanged 14036
		SP:Iteration 1F (1500.000000 sec): 3 clusters
  Score: Raw -4556401.115939 + Penalty 5134.122703 = -4551266.993236
  nChanged 1513
		SP:Iteration 2Q (1500.130000 sec): 3 clusters
  Score: Raw -4556979.507727 + Penalty 5134.122703 = -4551845.385024
  nChanged 1565
		SP:Iteration 3F (1500.260000 sec): 3 clusters
  Score: Raw -4557767.163005 + Penalty 5134.122703 = -4552633.040302
  nChanged 1731
		SP:Iteration 4F (1500.380000 sec): 3 clusters
  Score: Raw -4558822.227851 + Penalty 5134.122703 = -4553688.105148
  nChanged 1970
		SP:Iteration 5F (1500.510000 sec): 3 clusters
  Score: Raw -4560154.141554 + Penalty 5134.122703 = -4555020.018851
  nChanged 2096
		SP:Iteration 6F (1500.640000 sec): 3 clusters
  Score: Raw -4561558.152117 + Penalty 5134.122703 = -4556424.029414
  nChanged 2070
		SP:Iteration 7F (1500.760000 sec): 3 clusters
  Score: Raw -4562929.855934 + Penalty 5134.122703 = -4557795.733231
  nChanged 1804
		SP:Iteration 8F (1500.890000 sec): 3 clusters
  Score: Raw -4564025.077353 + Penalty 5134.122703 = -4558890.954650
  nChanged 1361
		SP:Iteration 9Q (1501.020000 sec): 3 clusters
  Score: Raw -4564724.291283 + Penalty 5134.122703 = -4559590.168580
  nChanged 959
		SP:Iteration 10Q (1501.150000 sec): 3 clusters
  Score: Raw -4565116.503981 + Penalty 5134.122703 = -4559982.381278
  nChanged 649
		SP:Iteration 11Q (1501.280000 sec): 3 clusters
  Score: Raw -4565332.653532 + Penalty 5134.122703 = -4560198.530829
  nChanged 493
		SP:Iteration 12Q (1501.410000 sec): 3 clusters
  Score: Raw -4565490.087340 + Penalty 5134.122703 = -4560355.964637
  nChanged 433
		SP:Iteration 13Q (1501.540000 sec): 3 clusters
  Score: Raw -4565631.090146 + Penalty 5134.122703 = -4560496.967443
  nChanged 407
		SP:Iteration 14Q (1501.670000 sec): 3 clusters
  Score: Raw -4565761.481666 + Penalty 5134.122703 = -4560627.358963
  nChanged 380
		SP:Iteration 15Q (1501.800000 sec): 3 clusters
  Score: Raw -4565883.879931 + Penalty 5134.122703 = -4560749.757228
  nChanged 385
		SP:Iteration 16Q (1501.920000 sec): 3 clusters
  Score: Raw -4566024.748038 + Penalty 5134.122703 = -4560890.625335
  nChanged 373
		SP:Iteration 17Q (1502.050000 sec): 3 clusters
  Score: Raw -4566191.554037 + Penalty 5134.122703 = -4561057.431334
  nChanged 390
		SP:Iteration 18Q (1502.180000 sec): 3 clusters
  Score: Raw -4566489.067690 + Penalty 5134.122703 = -4561354.944987
  nChanged 411
		SP:Iteration 19Q (1502.300000 sec): 3 clusters
  Score: Raw -4566984.753804 + Penalty 5134.122703 = -4561850.631101
  nChanged 355
		SP:Iteration 20F (1502.430000 sec): 3 clusters
  Score: Raw -4567494.973479 + Penalty 5134.122703 = -4562360.850776
  nChanged 309
		SP:Iteration 21Q (1502.550000 sec): 3 clusters
  Score: Raw -4567854.336573 + Penalty 5134.122703 = -4562720.213870
  nChanged 274
		SP:Iteration 22Q (1502.660000 sec): 3 clusters
  Score: Raw -4568038.061789 + Penalty 5134.122703 = -4562903.939086
  nChanged 231
		SP:Iteration 23Q (1502.760000 sec): 3 clusters
  Score: Raw -4568154.323150 + Penalty 5134.122703 = -4563020.200447
  nChanged 174
		SP:Iteration 24Q (1502.870000 sec): 3 clusters
  Score: Raw -4568214.581324 + Penalty 5134.122703 = -4563080.458621
  nChanged 138
		SP:Iteration 25Q (1502.970000 sec): 3 clusters
  Score: Raw -4568254.138907 + Penalty 5134.122703 = -4563120.016204
  nChanged 124
		SP:Iteration 26Q (1503.070000 sec): 3 clusters
  Score: Raw -4568290.500967 + Penalty 5134.122703 = -4563156.378264
  nChanged 99
		SP:Iteration 27Q (1503.180000 sec): 3 clusters
  Score: Raw -4568316.922295 + Penalty 5134.122703 = -4563182.799592
  nChanged 81
		SP:Iteration 28Q (1503.280000 sec): 3 clusters
  Score: Raw -4568339.690555 + Penalty 5134.122703 = -4563205.567852
  nChanged 66
		SP:Iteration 29Q (1503.380000 sec): 3 clusters
  Score: Raw -4568354.390937 + Penalty 5134.122703 = -4563220.268234
  nChanged 59
		SP:Iteration 30Q (1503.480000 sec): 3 clusters
  Score: Raw -4568367.244669 + Penalty 5134.122703 = -4563233.121966
  nChanged 50
		SP:Iteration 31Q (1503.580000 sec): 3 clusters
  Score: Raw -4568376.733998 + Penalty 5134.122703 = -4563242.611295
  nChanged 44
		SP:Iteration 32Q (1503.680000 sec): 3 clusters
  Score: Raw -4568386.098761 + Penalty 5134.122703 = -4563251.976058
  nChanged 46
		SP:Iteration 33Q (1503.790000 sec): 3 clusters
  Score: Raw -4568396.311898 + Penalty 5134.122703 = -4563262.189195
  nChanged 36
		SP:Iteration 34Q (1503.890000 sec): 3 clusters
  Score: Raw -4568405.921465 + Penalty 5134.122703 = -4563271.798762
  nChanged 35
		SP:Iteration 35Q (1503.990000 sec): 3 clusters
  Score: Raw -4568413.154289 + Penalty 5134.122703 = -4563279.031586
  nChanged 22
		SP:Iteration 36Q (1504.080000 sec): 3 clusters
  Score: Raw -4568416.717683 + Penalty 5134.122703 = -4563282.594980
  nChanged 23
		SP:Iteration 37Q (1504.180000 sec): 3 clusters
  Score: Raw -4568420.544947 + Penalty 5134.122703 = -4563286.422244
  nChanged 19
		SP:Iteration 38Q (1504.280000 sec): 3 clusters
  Score: Raw -4568424.248386 + Penalty 5134.122703 = -4563290.125683
  nChanged 23
		SP:Iteration 39Q (1504.380000 sec): 3 clusters
  Score: Raw -4568428.355294 + Penalty 5134.122703 = -4563294.232591
  nChanged 19
		SP:Iteration 40F (1504.500000 sec): 3 clusters
  Score: Raw -4568431.025702 + Penalty 5134.122703 = -4563296.902999
  nChanged 15
		SP:Iteration 41Q (1504.600000 sec): 3 clusters
  Score: Raw -4568433.470830 + Penalty 5134.122703 = -4563299.348127
  nChanged 10
		SP:Iteration 42Q (1504.700000 sec): 3 clusters
  Score: Raw -4568434.749004 + Penalty 5134.122703 = -4563300.626301
  nChanged 6
		SP:Iteration 43Q (1504.800000 sec): 3 clusters
  Score: Raw -4568435.573426 + Penalty 5134.122703 = -4563301.450723
  nChanged 5
		SP:Iteration 44Q (1504.900000 sec): 3 clusters
  Score: Raw -4568436.469729 + Penalty 5134.122703 = -4563302.347026
  nChanged 8
		SP:Iteration 45Q (1505.000000 sec): 3 clusters
  Score: Raw -4568438.183457 + Penalty 5134.122703 = -4563304.060754
  nChanged 7
		SP:Iteration 46Q (1505.100000 sec): 3 clusters
  Score: Raw -4568439.575979 + Penalty 5134.122703 = -4563305.453276
  nChanged 9
		SP:Iteration 47Q (1505.200000 sec): 3 clusters
  Score: Raw -4568441.043884 + Penalty 5134.122703 = -4563306.921181
  nChanged 11
		SP:Iteration 48Q (1505.300000 sec): 3 clusters
  Score: Raw -4568442.553665 + Penalty 5134.122703 = -4563308.430962
  nChanged 5
		SP:Iteration 49Q (1505.410000 sec): 3 clusters
  Score: Raw -4568443.097508 + Penalty 5134.122703 = -4563308.974805
  nChanged 2
		SP:Iteration 50Q (1505.510000 sec): 3 clusters
  Score: Raw -4568443.265587 + Penalty 5134.122703 = -4563309.142884
  nChanged 0
		SP:Iteration 51F (1505.640000 sec): 3 clusters
  Score: Raw -4568443.265587 + Penalty 5134.122703 = -4563309.142884
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.650000 sec): 2 clusters
  Score: Raw -52879.326026 + Penalty 1478.967677 = -51400.358349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.660000 sec): 3 clusters
  Score: Raw -53107.559135 + Penalty 2957.935354 = -50149.623781
  nChanged 70
		SP:Iteration 1F (1505.660000 sec): 3 clusters
  Score: Raw -53314.957610 + Penalty 2957.935354 = -50357.022255
  nChanged 27
		SP:Iteration 2F (1505.660000 sec): 3 clusters
  Score: Raw -53427.461603 + Penalty 2957.935354 = -50469.526249
  nChanged 14
		SP:Iteration 3Q (1505.660000 sec): 3 clusters
  Score: Raw -53499.386606 + Penalty 2957.935354 = -50541.451251
  nChanged 9
		SP:Iteration 4Q (1505.660000 sec): 3 clusters
  Score: Raw -53543.574960 + Penalty 2957.935354 = -50585.639606
  nChanged 7
		SP:Iteration 5Q (1505.660000 sec): 3 clusters
  Score: Raw -53566.152281 + Penalty 2957.935354 = -50608.216927
  nChanged 3
		SP:Iteration 6Q (1505.660000 sec): 3 clusters
  Score: Raw -53571.084325 + Penalty 2957.935354 = -50613.148970
  nChanged 3
		SP:Iteration 7Q (1505.670000 sec): 3 clusters
  Score: Raw -53579.723107 + Penalty 2957.935354 = -50621.787753
  nChanged 1
		SP:Iteration 8Q (1505.670000 sec): 3 clusters
  Score: Raw -53583.962409 + Penalty 2957.935354 = -50626.027054
  nChanged 2
		SP:Iteration 9Q (1505.670000 sec): 3 clusters
  Score: Raw -53596.004512 + Penalty 2957.935354 = -50638.069158
  nChanged 2
		SP:Iteration 10Q (1505.670000 sec): 3 clusters
  Score: Raw -53599.704008 + Penalty 2957.935354 = -50641.768653
  nChanged 0
		SP:Iteration 11F (1505.670000 sec): 3 clusters
  Score: Raw -53599.704008 + Penalty 2957.935354 = -50641.768653
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 23 (597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.680000 sec): 2 clusters
  Score: Raw -76864.745267 + Penalty 1585.195444 = -75279.549823
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.680000 sec): 3 clusters
  Score: Raw -76870.675729 + Penalty 3170.390888 = -73700.284841
  nChanged 132
		SP:Iteration 1F (1505.680000 sec): 3 clusters
  Score: Raw -77169.395089 + Penalty 3170.390888 = -73999.004201
  nChanged 32
		SP:Iteration 2F (1505.680000 sec): 3 clusters
  Score: Raw -77285.654149 + Penalty 3170.390888 = -74115.263261
  nChanged 18
		SP:Iteration 3Q (1505.690000 sec): 3 clusters
  Score: Raw -77406.885014 + Penalty 3170.390888 = -74236.494126
  nChanged 19
		SP:Iteration 4Q (1505.690000 sec): 3 clusters
  Score: Raw -77457.905943 + Penalty 3170.390888 = -74287.515055
  nChanged 15
		SP:Iteration 5Q (1505.690000 sec): 3 clusters
  Score: Raw -77494.904994 + Penalty 3170.390888 = -74324.514106
  nChanged 10
		SP:Iteration 6Q (1505.690000 sec): 3 clusters
  Score: Raw -77532.721753 + Penalty 3170.390888 = -74362.330865
  nChanged 10
		SP:Iteration 7Q (1505.700000 sec): 3 clusters
  Score: Raw -77589.985971 + Penalty 3170.390888 = -74419.595083
  nChanged 8
		SP:Iteration 8Q (1505.700000 sec): 3 clusters
  Score: Raw -77641.761503 + Penalty 3170.390888 = -74471.370615
  nChanged 9
		SP:Iteration 9Q (1505.700000 sec): 3 clusters
  Score: Raw -77667.056582 + Penalty 3170.390888 = -74496.665693
  nChanged 6
		SP:Iteration 10Q (1505.700000 sec): 3 clusters
  Score: Raw -77711.116417 + Penalty 3170.390888 = -74540.725529
  nChanged 2
		SP:Iteration 11Q (1505.700000 sec): 3 clusters
  Score: Raw -77739.627961 + Penalty 3170.390888 = -74569.237073
  nChanged 3
		SP:Iteration 12Q (1505.710000 sec): 3 clusters
  Score: Raw -77744.232903 + Penalty 3170.390888 = -74573.842015
  nChanged 3
		SP:Iteration 13Q (1505.710000 sec): 3 clusters
  Score: Raw -77748.661213 + Penalty 3170.390888 = -74578.270325
  nChanged 0
		SP:Iteration 14F (1505.710000 sec): 3 clusters
  Score: Raw -77748.661213 + Penalty 3170.390888 = -74578.270325
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1776 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.720000 sec): 2 clusters
  Score: Raw -255120.713604 + Penalty 1855.565493 = -253265.148111
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.730000 sec): 3 clusters
  Score: Raw -254493.197884 + Penalty 3711.130986 = -250782.066898
  nChanged 546
		SP:Iteration 1F (1505.740000 sec): 3 clusters
  Score: Raw -254900.813710 + Penalty 3711.130986 = -251189.682724
  nChanged 127
		SP:Iteration 2F (1505.740000 sec): 3 clusters
  Score: Raw -255014.480262 + Penalty 3711.130986 = -251303.349276
  nChanged 72
		SP:Iteration 3Q (1505.750000 sec): 3 clusters
  Score: Raw -255082.634658 + Penalty 3711.130986 = -251371.503672
  nChanged 52
		SP:Iteration 4Q (1505.760000 sec): 3 clusters
  Score: Raw -255142.203270 + Penalty 3711.130986 = -251431.072284
  nChanged 47
		SP:Iteration 5Q (1505.760000 sec): 3 clusters
  Score: Raw -255192.289717 + Penalty 3711.130986 = -251481.158731
  nChanged 49
		SP:Iteration 6Q (1505.770000 sec): 3 clusters
  Score: Raw -255245.902878 + Penalty 3711.130986 = -251534.771892
  nChanged 56
		SP:Iteration 7Q (1505.780000 sec): 3 clusters
  Score: Raw -255312.911491 + Penalty 3711.130986 = -251601.780505
  nChanged 52
		SP:Iteration 8Q (1505.780000 sec): 3 clusters
  Score: Raw -255371.265475 + Penalty 3711.130986 = -251660.134489
  nChanged 42
		SP:Iteration 9Q (1505.790000 sec): 3 clusters
  Score: Raw -255418.569787 + Penalty 3711.130986 = -251707.438800
  nChanged 44
		SP:Iteration 10Q (1505.800000 sec): 3 clusters
  Score: Raw -255457.816349 + Penalty 3711.130986 = -251746.685363
  nChanged 45
		SP:Iteration 11Q (1505.800000 sec): 3 clusters
  Score: Raw -255504.661164 + Penalty 3711.130986 = -251793.530178
  nChanged 34
		SP:Iteration 12Q (1505.810000 sec): 3 clusters
  Score: Raw -255541.973676 + Penalty 3711.130986 = -251830.842689
  nChanged 25
		SP:Iteration 13Q (1505.820000 sec): 3 clusters
  Score: Raw -255564.549750 + Penalty 3711.130986 = -251853.418763
  nChanged 20
		SP:Iteration 14Q (1505.820000 sec): 3 clusters
  Score: Raw -255588.112825 + Penalty 3711.130986 = -251876.981838
  nChanged 23
		SP:Iteration 15Q (1505.830000 sec): 3 clusters
  Score: Raw -255612.032067 + Penalty 3711.130986 = -251900.901081
  nChanged 34
		SP:Iteration 16Q (1505.840000 sec): 3 clusters
  Score: Raw -255654.115186 + Penalty 3711.130986 = -251942.984200
  nChanged 25
		SP:Iteration 17Q (1505.850000 sec): 3 clusters
  Score: Raw -255686.946759 + Penalty 3711.130986 = -251975.815773
  nChanged 21
		SP:Iteration 18Q (1505.860000 sec): 3 clusters
  Score: Raw -255701.668627 + Penalty 3711.130986 = -251990.537641
  nChanged 8
		SP:Iteration 19Q (1505.860000 sec): 3 clusters
  Score: Raw -255709.961522 + Penalty 3711.130986 = -251998.830536
  nChanged 9
		SP:Iteration 20F (1505.870000 sec): 3 clusters
  Score: Raw -255717.744558 + Penalty 3711.130986 = -252006.613572
  nChanged 7
		SP:Iteration 21Q (1505.880000 sec): 3 clusters
  Score: Raw -255723.186102 + Penalty 3711.130986 = -252012.055116
  nChanged 2
		SP:Iteration 22Q (1505.880000 sec): 3 clusters
  Score: Raw -255726.447307 + Penalty 3711.130986 = -252015.316321
  nChanged 2
		SP:Iteration 23Q (1505.890000 sec): 3 clusters
  Score: Raw -255727.275967 + Penalty 3711.130986 = -252016.144981
  nChanged 1
		SP:Iteration 24Q (1505.900000 sec): 3 clusters
  Score: Raw -255728.098380 + Penalty 3711.130986 = -252016.967394
  nChanged 0
		SP:Iteration 25F (1505.900000 sec): 3 clusters
  Score: Raw -255728.098380 + Penalty 3711.130986 = -252016.967394
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.910000 sec): 2 clusters
  Score: Raw -14653.617785 + Penalty 1235.934442 = -13417.683343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.910000 sec): 3 clusters
  Score: Raw -15106.457535 + Penalty 2471.868884 = -12634.588651
  nChanged 19
		SP:Iteration 1F (1505.910000 sec): 3 clusters
  Score: Raw -15264.622646 + Penalty 2471.868884 = -12792.753762
  nChanged 6
		SP:Iteration 2Q (1505.910000 sec): 3 clusters
  Score: Raw -15345.229421 + Penalty 2471.868884 = -12873.360536
  nChanged 2
		SP:Iteration 3Q (1505.910000 sec): 3 clusters
  Score: Raw -15401.091939 + Penalty 2471.868884 = -12929.223054
  nChanged 0
		SP:Iteration 4F (1505.910000 sec): 3 clusters
  Score: Raw -15401.091939 + Penalty 2471.868884 = -12929.223054
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1505.920000 sec): 2 clusters
  Score: Raw -129928.921108 + Penalty 1708.113038 = -128220.808070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1505.920000 sec): 3 clusters
  Score: Raw -129702.610105 + Penalty 3416.226076 = -126286.384029
  nChanged 220
		SP:Iteration 1F (1505.920000 sec): 3 clusters
  Score: Raw -129989.833810 + Penalty 3416.226076 = -126573.607735
  nChanged 81
		SP:Iteration 2F (1505.930000 sec): 3 clusters
  Score: Raw -130120.518913 + Penalty 3416.226076 = -126704.292837
  nChanged 54
		SP:Iteration 3F (1505.930000 sec): 3 clusters
  Score: Raw -130212.599268 + Penalty 3416.226076 = -126796.373193
  nChanged 40
		SP:Iteration 4Q (1505.940000 sec): 3 clusters
  Score: Raw -130280.239762 + Penalty 3416.226076 = -126864.013687
  nChanged 33
		SP:Iteration 5Q (1505.940000 sec): 3 clusters
  Score: Raw -130342.732506 + Penalty 3416.226076 = -126926.506430
  nChanged 34
		SP:Iteration 6Q (1505.940000 sec): 3 clusters
  Score: Raw -130435.636209 + Penalty 3416.226076 = -127019.410133
  nChanged 42
		SP:Iteration 7Q (1505.950000 sec): 3 clusters
  Score: Raw -130576.699801 + Penalty 3416.226076 = -127160.473725
  nChanged 42
		SP:Iteration 8Q (1505.950000 sec): 3 clusters
  Score: Raw -130706.277060 + Penalty 3416.226076 = -127290.050984
  nChanged 44
		SP:Iteration 9Q (1505.960000 sec): 3 clusters
  Score: Raw -130827.902830 + Penalty 3416.226076 = -127411.676755
  nChanged 39
		SP:Iteration 10Q (1505.960000 sec): 3 clusters
  Score: Raw -130977.352186 + Penalty 3416.226076 = -127561.126110
  nChanged 33
		SP:Iteration 11Q (1505.960000 sec): 3 clusters
  Score: Raw -131070.213279 + Penalty 3416.226076 = -127653.987204
  nChanged 27
		SP:Iteration 12Q (1505.960000 sec): 3 clusters
  Score: Raw -131174.882442 + Penalty 3416.226076 = -127758.656366
  nChanged 15
		SP:Iteration 13Q (1505.970000 sec): 3 clusters
  Score: Raw -131240.631434 + Penalty 3416.226076 = -127824.405358
  nChanged 13
		SP:Iteration 14Q (1505.970000 sec): 3 clusters
  Score: Raw -131282.875823 + Penalty 3416.226076 = -127866.649748
  nChanged 9
		SP:Iteration 15Q (1505.980000 sec): 3 clusters
  Score: Raw -131300.773320 + Penalty 3416.226076 = -127884.547245
  nChanged 1
		SP:Iteration 16Q (1505.980000 sec): 3 clusters
  Score: Raw -131301.759803 + Penalty 3416.226076 = -127885.533727
  nChanged 1
		SP:Iteration 17Q (1505.980000 sec): 3 clusters
  Score: Raw -131303.310186 + Penalty 3416.226076 = -127887.084110
  nChanged 1
		SP:Iteration 18Q (1505.980000 sec): 3 clusters
  Score: Raw -131303.845306 + Penalty 3416.226076 = -127887.619230
  nChanged 0
		SP:Iteration 19F (1505.990000 sec): 3 clusters
  Score: Raw -131303.845306 + Penalty 3416.226076 = -127887.619230
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (157701 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1506.580000 sec): 2 clusters
  Score: Raw -22886003.896056 + Penalty 2968.177116 = -22883035.718940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1507.220000 sec): 3 clusters
  Score: Raw -22783547.779910 + Penalty 5936.354233 = -22777611.425678
  nChanged 75483
		SP:Iteration 1F (1507.860000 sec): 3 clusters
  Score: Raw -22827175.381459 + Penalty 5936.354233 = -22821239.027227
  nChanged 5138
		SP:Iteration 2Q (1508.530000 sec): 3 clusters
  Score: Raw -22828580.297710 + Penalty 5936.354233 = -22822643.943478
  nChanged 5855
		SP:Iteration 3Q (1509.190000 sec): 3 clusters
  Score: Raw -22830570.696208 + Penalty 5936.354233 = -22824634.341976
  nChanged 6925
		SP:Iteration 4Q (1509.840000 sec): 3 clusters
  Score: Raw -22833556.737623 + Penalty 5936.354233 = -22827620.383391
  nChanged 8528
		SP:Iteration 5F (1510.470000 sec): 3 clusters
  Score: Raw -22838270.005010 + Penalty 5936.354233 = -22832333.650777
  nChanged 10574
		SP:Iteration 6F (1511.110000 sec): 3 clusters
  Score: Raw -22845647.978851 + Penalty 5936.354233 = -22839711.624618
  nChanged 11962
		SP:Iteration 7F (1511.750000 sec): 3 clusters
  Score: Raw -22855510.097964 + Penalty 5936.354233 = -22849573.743731
  nChanged 11526
		SP:Iteration 8F (1512.390000 sec): 3 clusters
  Score: Raw -22865863.688049 + Penalty 5936.354233 = -22859927.333816
  nChanged 9236
		SP:Iteration 9F (1513.020000 sec): 3 clusters
  Score: Raw -22874336.269916 + Penalty 5936.354233 = -22868399.915683
  nChanged 6186
		SP:Iteration 10Q (1513.600000 sec): 3 clusters
  Score: Raw -22879925.605398 + Penalty 5936.354233 = -22873989.251165
  nChanged 3629
		SP:Iteration 11Q (1514.130000 sec): 3 clusters
  Score: Raw -22883092.416466 + Penalty 5936.354233 = -22877156.062233
  nChanged 1895
		SP:Iteration 12Q (1514.630000 sec): 3 clusters
  Score: Raw -22884697.190996 + Penalty 5936.354233 = -22878760.836764
  nChanged 941
		SP:Iteration 13Q (1515.110000 sec): 3 clusters
  Score: Raw -22885476.453895 + Penalty 5936.354233 = -22879540.099662
  nChanged 468
		SP:Iteration 14Q (1515.580000 sec): 3 clusters
  Score: Raw -22885822.543471 + Penalty 5936.354233 = -22879886.189238
  nChanged 278
		SP:Iteration 15Q (1516.030000 sec): 3 clusters
  Score: Raw -22886016.363948 + Penalty 5936.354233 = -22880080.009715
  nChanged 196
		SP:Iteration 16Q (1516.480000 sec): 3 clusters
  Score: Raw -22886153.659831 + Penalty 5936.354233 = -22880217.305598
  nChanged 145
		SP:Iteration 17Q (1516.930000 sec): 3 clusters
  Score: Raw -22886260.814112 + Penalty 5936.354233 = -22880324.459880
  nChanged 104
		SP:Iteration 18Q (1517.380000 sec): 3 clusters
  Score: Raw -22886332.798499 + Penalty 5936.354233 = -22880396.444267
  nChanged 71
		SP:Iteration 19Q (1517.840000 sec): 3 clusters
  Score: Raw -22886372.708397 + Penalty 5936.354233 = -22880436.354164
  nChanged 55
		SP:Iteration 20F (1518.470000 sec): 3 clusters
  Score: Raw -22886406.971829 + Penalty 5936.354233 = -22880470.617596
  nChanged 40
		SP:Iteration 21Q (1518.920000 sec): 3 clusters
  Score: Raw -22886429.333388 + Penalty 5936.354233 = -22880492.979156
  nChanged 25
		SP:Iteration 22Q (1519.360000 sec): 3 clusters
  Score: Raw -22886446.008472 + Penalty 5936.354233 = -22880509.654239
  nChanged 29
		SP:Iteration 23Q (1519.800000 sec): 3 clusters
  Score: Raw -22886463.552455 + Penalty 5936.354233 = -22880527.198222
  nChanged 21
		SP:Iteration 24Q (1520.250000 sec): 3 clusters
  Score: Raw -22886474.843766 + Penalty 5936.354233 = -22880538.489533
  nChanged 27
		SP:Iteration 25Q (1520.700000 sec): 3 clusters
  Score: Raw -22886488.421475 + Penalty 5936.354233 = -22880552.067242
  nChanged 16
		SP:Iteration 26Q (1521.150000 sec): 3 clusters
  Score: Raw -22886496.118108 + Penalty 5936.354233 = -22880559.763875
  nChanged 14
		SP:Iteration 27Q (1521.600000 sec): 3 clusters
  Score: Raw -22886506.008594 + Penalty 5936.354233 = -22880569.654362
  nChanged 10
		SP:Iteration 28Q (1522.040000 sec): 3 clusters
  Score: Raw -22886510.798218 + Penalty 5936.354233 = -22880574.443985
  nChanged 6
		SP:Iteration 29Q (1522.480000 sec): 3 clusters
  Score: Raw -22886513.522288 + Penalty 5936.354233 = -22880577.168055
  nChanged 6
		SP:Iteration 30Q (1522.930000 sec): 3 clusters
  Score: Raw -22886516.248093 + Penalty 5936.354233 = -22880579.893860
  nChanged 2
		SP:Iteration 31Q (1523.370000 sec): 3 clusters
  Score: Raw -22886517.180878 + Penalty 5936.354233 = -22880580.826645
  nChanged 0
		SP:Iteration 32F (1524.000000 sec): 3 clusters
  Score: Raw -22886517.180878 + Penalty 5936.354233 = -22880580.826645
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1524.070000 sec): 2 clusters
  Score: Raw -19289.578445 + Penalty 1302.563810 = -17987.014635
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1524.070000 sec): 3 clusters
  Score: Raw -19577.041855 + Penalty 2605.127620 = -16971.914234
  nChanged 31
		SP:Iteration 1F (1524.070000 sec): 3 clusters
  Score: Raw -19965.199257 + Penalty 2605.127620 = -17360.071637
  nChanged 8
		SP:Iteration 2Q (1524.070000 sec): 3 clusters
  Score: Raw -20071.261979 + Penalty 2605.127620 = -17466.134359
  nChanged 1
		SP:Iteration 3Q (1524.080000 sec): 3 clusters
  Score: Raw -20149.183370 + Penalty 2605.127620 = -17544.055750
  nChanged 5
		SP:Iteration 4Q (1524.080000 sec): 3 clusters
  Score: Raw -20184.307937 + Penalty 2605.127620 = -17579.180317
  nChanged 3
		SP:Iteration 5Q (1524.080000 sec): 3 clusters
  Score: Raw -20208.847846 + Penalty 2605.127620 = -17603.720226
  nChanged 0
		SP:Iteration 6F (1524.080000 sec): 3 clusters
  Score: Raw -20208.847846 + Penalty 2605.127620 = -17603.720226
  nChanged 0
Deleting Class 33 (55 points): Lose 2524.662799 but Gain 3374.686117
Iteration 99Q (1533.110000 sec): 33 clusters
  Score: Raw -117601335.162607 + Penalty 107989.955754 = -117493345.206853
  nChanged 3654
Iteration 100F (1569.010000 sec): 33 clusters
  Score: Raw -117603633.208219 + Penalty 107989.955754 = -117495643.252466
  nChanged 2855
Iteration 101Q (1578.970000 sec): 33 clusters
  Score: Raw -117604454.468454 + Penalty 107989.955754 = -117496464.512701
  nChanged 2446
Iteration 102Q (1588.870000 sec): 33 clusters
  Score: Raw -117604923.875370 + Penalty 107989.955754 = -117496933.919617
  nChanged 2187
Iteration 103Q (1598.700000 sec): 33 clusters
  Score: Raw -117605229.967103 + Penalty 107989.955754 = -117497240.011349
  nChanged 2038
Iteration 104Q (1608.550000 sec): 33 clusters
  Score: Raw -117605457.366369 + Penalty 107989.955754 = -117497467.410615
  nChanged 1904
Iteration 105Q (1618.400000 sec): 33 clusters
  Score: Raw -117605672.371568 + Penalty 107989.955754 = -117497682.415814
  nChanged 1854
Iteration 106Q (1628.210000 sec): 33 clusters
  Score: Raw -117605898.831567 + Penalty 107989.955754 = -117497908.875814
  nChanged 1882
Iteration 107Q (1638.020000 sec): 33 clusters
  Score: Raw -117606128.637376 + Penalty 107989.955754 = -117498138.681622
  nChanged 1844
Iteration 108Q (1647.460000 sec): 33 clusters
  Score: Raw -117606351.191918 + Penalty 107989.955754 = -117498361.236164
  nChanged 1763
Iteration 109Q (1656.800000 sec): 33 clusters
  Score: Raw -117606549.713768 + Penalty 107989.955754 = -117498559.758014
  nChanged 1720
Iteration 110Q (1666.140000 sec): 33 clusters
  Score: Raw -117606769.691684 + Penalty 107989.955754 = -117498779.735930
  nChanged 1646
Iteration 111Q (1675.540000 sec): 33 clusters
  Score: Raw -117606965.977612 + Penalty 107989.955754 = -117498976.021858
  nChanged 1597
Iteration 112Q (1684.990000 sec): 33 clusters
  Score: Raw -117607181.727067 + Penalty 107989.955754 = -117499191.771314
  nChanged 1608
Iteration 113Q (1694.340000 sec): 33 clusters
  Score: Raw -117607355.826916 + Penalty 107989.955754 = -117499365.871162
  nChanged 1558
Iteration 114Q (1703.760000 sec): 33 clusters
  Score: Raw -117607545.926061 + Penalty 107989.955754 = -117499555.970307
  nChanged 1497
Iteration 115Q (1713.080000 sec): 33 clusters
  Score: Raw -117607713.124950 + Penalty 107989.955754 = -117499723.169196
  nChanged 1435
Iteration 116Q (1722.440000 sec): 33 clusters
  Score: Raw -117607849.237108 + Penalty 107989.955754 = -117499859.281354
  nChanged 1441
Iteration 117Q (1731.760000 sec): 33 clusters
  Score: Raw -117607974.533090 + Penalty 107989.955754 = -117499984.577336
  nChanged 1401
Iteration 118Q (1741.110000 sec): 33 clusters
  Score: Raw -117608089.209063 + Penalty 107989.955754 = -117500099.253310
  nChanged 1357
Iteration 119Q (1750.500000 sec): 33 clusters
  Score: Raw -117608198.541876 + Penalty 107989.955754 = -117500208.586122
  nChanged 1305
Iteration 120F (1785.410000 sec): 33 clusters
  Score: Raw -117608374.855988 + Penalty 107989.955754 = -117500384.900235
  nChanged 1285
Iteration 121Q (1794.810000 sec): 33 clusters
  Score: Raw -117608597.910886 + Penalty 107989.955754 = -117500607.955133
  nChanged 1151
Iteration 122Q (1804.230000 sec): 33 clusters
  Score: Raw -117608709.029788 + Penalty 107989.955754 = -117500719.074034
  nChanged 1172
Iteration 123Q (1813.570000 sec): 33 clusters
  Score: Raw -117608809.040295 + Penalty 107989.955754 = -117500819.084542
  nChanged 1105
Iteration 124Q (1822.900000 sec): 33 clusters
  Score: Raw -117608887.350415 + Penalty 107989.955754 = -117500897.394661
  nChanged 1077
Iteration 125Q (1832.210000 sec): 33 clusters
  Score: Raw -117608958.502484 + Penalty 107989.955754 = -117500968.546731
  nChanged 1033
Iteration 126Q (1841.550000 sec): 33 clusters
  Score: Raw -117609020.491564 + Penalty 107989.955754 = -117501030.535810
  nChanged 984
Iteration 127Q (1850.930000 sec): 33 clusters
  Score: Raw -117609080.320041 + Penalty 107989.955754 = -117501090.364287
  nChanged 901
Iteration 128Q (1860.260000 sec): 33 clusters
  Score: Raw -117609132.583095 + Penalty 107989.955754 = -117501142.627341
  nChanged 849
Iteration 129Q (1869.580000 sec): 33 clusters
  Score: Raw -117609180.870071 + Penalty 107989.955754 = -117501190.914317
  nChanged 819
Iteration 130Q (1878.940000 sec): 33 clusters
  Score: Raw -117609226.201677 + Penalty 107989.955754 = -117501236.245924
  nChanged 821
Iteration 131Q (1888.370000 sec): 33 clusters
  Score: Raw -117609269.381969 + Penalty 107989.955754 = -117501279.426215
  nChanged 765
Iteration 132Q (1898.310000 sec): 33 clusters
  Score: Raw -117609311.155764 + Penalty 107989.955754 = -117501321.200010
  nChanged 741
Iteration 133Q (1908.140000 sec): 33 clusters
  Score: Raw -117609347.469718 + Penalty 107989.955754 = -117501357.513964
  nChanged 686
Iteration 134Q (1916.420000 sec): 33 clusters
  Score: Raw -117609378.767976 + Penalty 107989.955754 = -117501388.812223
  nChanged 653
Iteration 135Q (1924.590000 sec): 33 clusters
  Score: Raw -117609408.107300 + Penalty 107989.955754 = -117501418.151546
  nChanged 630
Iteration 136Q (1932.510000 sec): 33 clusters
  Score: Raw -117609436.485850 + Penalty 107989.955754 = -117501446.530096
  nChanged 599
Iteration 137Q (1940.440000 sec): 33 clusters
  Score: Raw -117609462.687380 + Penalty 107989.955754 = -117501472.731627
  nChanged 572
Iteration 138Q (1948.330000 sec): 33 clusters
  Score: Raw -117609485.500876 + Penalty 107989.955754 = -117501495.545123
  nChanged 546
Writing temp clu file 
Because OldScore, -117501472.731627, is greater than current (better) Score,-117501495.545123 
 Compute initial score before splitting:   Score: Raw -117609485.500876 + Penalty 107989.955754 = -117501495.545123
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.480000 sec): 2 clusters
  Score: Raw -122761.033076 + Penalty 1666.315262 = -121094.717813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.480000 sec): 3 clusters
  Score: Raw -122584.455137 + Penalty 3332.630525 = -119251.824612
  nChanged 191
		SP:Iteration 1F (1948.490000 sec): 3 clusters
  Score: Raw -122830.838139 + Penalty 3332.630525 = -119498.207614
  nChanged 59
		SP:Iteration 2F (1948.490000 sec): 3 clusters
  Score: Raw -122920.339711 + Penalty 3332.630525 = -119587.709187
  nChanged 18
		SP:Iteration 3Q (1948.500000 sec): 3 clusters
  Score: Raw -122947.329868 + Penalty 3332.630525 = -119614.699343
  nChanged 11
		SP:Iteration 4Q (1948.500000 sec): 3 clusters
  Score: Raw -122965.399665 + Penalty 3332.630525 = -119632.769141
  nChanged 2
		SP:Iteration 5Q (1948.500000 sec): 3 clusters
  Score: Raw -122968.075764 + Penalty 3332.630525 = -119635.445239
  nChanged 3
		SP:Iteration 6Q (1948.500000 sec): 3 clusters
  Score: Raw -122973.226766 + Penalty 3332.630525 = -119640.596242
  nChanged 2
		SP:Iteration 7Q (1948.510000 sec): 3 clusters
  Score: Raw -122975.394227 + Penalty 3332.630525 = -119642.763702
  nChanged 1
		SP:Iteration 8Q (1948.510000 sec): 3 clusters
  Score: Raw -122978.285710 + Penalty 3332.630525 = -119645.655186
  nChanged 1
		SP:Iteration 9Q (1948.510000 sec): 3 clusters
  Score: Raw -122979.619761 + Penalty 3332.630525 = -119646.989237
  nChanged 0
		SP:Iteration 10F (1948.520000 sec): 3 clusters
  Score: Raw -122979.619761 + Penalty 3332.630525 = -119646.989237
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.520000 sec): 2 clusters
  Score: Raw -179904.369306 + Penalty 1762.234960 = -178142.134345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.530000 sec): 3 clusters
  Score: Raw -179558.160966 + Penalty 3524.469920 = -176033.691046
  nChanged 339
		SP:Iteration 1F (1948.530000 sec): 3 clusters
  Score: Raw -179955.082612 + Penalty 3524.469920 = -176430.612692
  nChanged 95
		SP:Iteration 2F (1948.540000 sec): 3 clusters
  Score: Raw -180117.788638 + Penalty 3524.469920 = -176593.318718
  nChanged 73
		SP:Iteration 3F (1948.540000 sec): 3 clusters
  Score: Raw -180234.076097 + Penalty 3524.469920 = -176709.606177
  nChanged 55
		SP:Iteration 4Q (1948.550000 sec): 3 clusters
  Score: Raw -180325.891170 + Penalty 3524.469920 = -176801.421250
  nChanged 54
		SP:Iteration 5Q (1948.550000 sec): 3 clusters
  Score: Raw -180434.509505 + Penalty 3524.469920 = -176910.039585
  nChanged 42
		SP:Iteration 6Q (1948.560000 sec): 3 clusters
  Score: Raw -180511.603525 + Penalty 3524.469920 = -176987.133605
  nChanged 31
		SP:Iteration 7Q (1948.560000 sec): 3 clusters
  Score: Raw -180560.030250 + Penalty 3524.469920 = -177035.560330
  nChanged 22
		SP:Iteration 8Q (1948.560000 sec): 3 clusters
  Score: Raw -180590.635345 + Penalty 3524.469920 = -177066.165424
  nChanged 12
		SP:Iteration 9Q (1948.570000 sec): 3 clusters
  Score: Raw -180605.850145 + Penalty 3524.469920 = -177081.380225
  nChanged 4
		SP:Iteration 10Q (1948.580000 sec): 3 clusters
  Score: Raw -180613.314043 + Penalty 3524.469920 = -177088.844122
  nChanged 5
		SP:Iteration 11Q (1948.580000 sec): 3 clusters
  Score: Raw -180618.747225 + Penalty 3524.469920 = -177094.277304
  nChanged 4
		SP:Iteration 12Q (1948.580000 sec): 3 clusters
  Score: Raw -180623.706051 + Penalty 3524.469920 = -177099.236130
  nChanged 3
		SP:Iteration 13Q (1948.590000 sec): 3 clusters
  Score: Raw -180628.356503 + Penalty 3524.469920 = -177103.886583
  nChanged 3
		SP:Iteration 14Q (1948.590000 sec): 3 clusters
  Score: Raw -180631.257036 + Penalty 3524.469920 = -177106.787116
  nChanged 4
		SP:Iteration 15Q (1948.600000 sec): 3 clusters
  Score: Raw -180636.594247 + Penalty 3524.469920 = -177112.124327
  nChanged 2
		SP:Iteration 16Q (1948.600000 sec): 3 clusters
  Score: Raw -180638.301494 + Penalty 3524.469920 = -177113.831574
  nChanged 2
		SP:Iteration 17Q (1948.600000 sec): 3 clusters
  Score: Raw -180639.875530 + Penalty 3524.469920 = -177115.405610
  nChanged 0
		SP:Iteration 18F (1948.610000 sec): 3 clusters
  Score: Raw -180639.875530 + Penalty 3524.469920 = -177115.405610
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.610000 sec): 2 clusters
  Score: Raw -23069.023176 + Penalty 1302.563810 = -21766.459365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.610000 sec): 3 clusters
  Score: Raw -23468.295910 + Penalty 2605.127620 = -20863.168290
  nChanged 30
		SP:Iteration 1F (1948.620000 sec): 3 clusters
  Score: Raw -23660.517092 + Penalty 2605.127620 = -21055.389472
  nChanged 3
		SP:Iteration 2Q (1948.620000 sec): 3 clusters
  Score: Raw -23678.801711 + Penalty 2605.127620 = -21073.674091
  nChanged 3
		SP:Iteration 3Q (1948.620000 sec): 3 clusters
  Score: Raw -23698.415717 + Penalty 2605.127620 = -21093.288097
  nChanged 0
		SP:Iteration 4F (1948.620000 sec): 3 clusters
  Score: Raw -23698.415717 + Penalty 2605.127620 = -21093.288097
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (1799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.620000 sec): 2 clusters
  Score: Raw -263929.950123 + Penalty 1858.756586 = -262071.193537
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.630000 sec): 3 clusters
  Score: Raw -263313.669945 + Penalty 3717.513172 = -259596.156773
  nChanged 566
		SP:Iteration 1F (1948.640000 sec): 3 clusters
  Score: Raw -263730.088507 + Penalty 3717.513172 = -260012.575335
  nChanged 125
		SP:Iteration 2F (1948.650000 sec): 3 clusters
  Score: Raw -263832.817267 + Penalty 3717.513172 = -260115.304095
  nChanged 56
		SP:Iteration 3Q (1948.650000 sec): 3 clusters
  Score: Raw -263875.909010 + Penalty 3717.513172 = -260158.395838
  nChanged 37
		SP:Iteration 4Q (1948.660000 sec): 3 clusters
  Score: Raw -263906.370235 + Penalty 3717.513172 = -260188.857063
  nChanged 24
		SP:Iteration 5Q (1948.670000 sec): 3 clusters
  Score: Raw -263922.328927 + Penalty 3717.513172 = -260204.815755
  nChanged 23
		SP:Iteration 6Q (1948.680000 sec): 3 clusters
  Score: Raw -263940.306797 + Penalty 3717.513172 = -260222.793625
  nChanged 15
		SP:Iteration 7Q (1948.680000 sec): 3 clusters
  Score: Raw -263950.265884 + Penalty 3717.513172 = -260232.752712
  nChanged 12
		SP:Iteration 8Q (1948.690000 sec): 3 clusters
  Score: Raw -263957.777165 + Penalty 3717.513172 = -260240.263993
  nChanged 7
		SP:Iteration 9Q (1948.700000 sec): 3 clusters
  Score: Raw -263964.085277 + Penalty 3717.513172 = -260246.572105
  nChanged 8
		SP:Iteration 10Q (1948.700000 sec): 3 clusters
  Score: Raw -263968.763969 + Penalty 3717.513172 = -260251.250797
  nChanged 9
		SP:Iteration 11Q (1948.710000 sec): 3 clusters
  Score: Raw -263975.964076 + Penalty 3717.513172 = -260258.450904
  nChanged 7
		SP:Iteration 12Q (1948.720000 sec): 3 clusters
  Score: Raw -263980.264560 + Penalty 3717.513172 = -260262.751388
  nChanged 6
		SP:Iteration 13Q (1948.720000 sec): 3 clusters
  Score: Raw -263984.638158 + Penalty 3717.513172 = -260267.124986
  nChanged 9
		SP:Iteration 14Q (1948.730000 sec): 3 clusters
  Score: Raw -263991.788326 + Penalty 3717.513172 = -260274.275154
  nChanged 8
		SP:Iteration 15Q (1948.740000 sec): 3 clusters
  Score: Raw -263997.842809 + Penalty 3717.513172 = -260280.329637
  nChanged 6
		SP:Iteration 16Q (1948.740000 sec): 3 clusters
  Score: Raw -264000.793648 + Penalty 3717.513172 = -260283.280476
  nChanged 3
		SP:Iteration 17Q (1948.750000 sec): 3 clusters
  Score: Raw -264002.307114 + Penalty 3717.513172 = -260284.793942
  nChanged 4
		SP:Iteration 18Q (1948.760000 sec): 3 clusters
  Score: Raw -264004.342043 + Penalty 3717.513172 = -260286.828871
  nChanged 5
		SP:Iteration 19Q (1948.760000 sec): 3 clusters
  Score: Raw -264007.813814 + Penalty 3717.513172 = -260290.300642
  nChanged 5
		SP:Iteration 20F (1948.770000 sec): 3 clusters
  Score: Raw -264011.262733 + Penalty 3717.513172 = -260293.749561
  nChanged 5
		SP:Iteration 21Q (1948.780000 sec): 3 clusters
  Score: Raw -264013.529379 + Penalty 3717.513172 = -260296.016207
  nChanged 0
		SP:Iteration 22F (1948.790000 sec): 3 clusters
  Score: Raw -264013.529379 + Penalty 3717.513172 = -260296.016207
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.790000 sec): 2 clusters
  Score: Raw -74510.919430 + Penalty 1556.607585 = -72954.311845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.790000 sec): 3 clusters
  Score: Raw -74570.559582 + Penalty 3113.215171 = -71457.344411
  nChanged 97
		SP:Iteration 1F (1948.800000 sec): 3 clusters
  Score: Raw -74714.980255 + Penalty 3113.215171 = -71601.765084
  nChanged 13
		SP:Iteration 2Q (1948.800000 sec): 3 clusters
  Score: Raw -74749.455089 + Penalty 3113.215171 = -71636.239918
  nChanged 10
		SP:Iteration 3Q (1948.800000 sec): 3 clusters
  Score: Raw -74776.693986 + Penalty 3113.215171 = -71663.478815
  nChanged 6
		SP:Iteration 4Q (1948.800000 sec): 3 clusters
  Score: Raw -74784.207336 + Penalty 3113.215171 = -71670.992166
  nChanged 0
		SP:Iteration 5F (1948.800000 sec): 3 clusters
  Score: Raw -74784.207336 + Penalty 3113.215171 = -71670.992166
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17742 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.880000 sec): 2 clusters
  Score: Raw -2450377.827892 + Penalty 2426.355117 = -2447951.472775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.950000 sec): 3 clusters
  Score: Raw -2440132.560776 + Penalty 4852.710235 = -2435279.850541
  nChanged 7804
		SP:Iteration 1F (1949.020000 sec): 3 clusters
  Score: Raw -2444488.012558 + Penalty 4852.710235 = -2439635.302323
  nChanged 1085
		SP:Iteration 2F (1949.100000 sec): 3 clusters
  Score: Raw -2445054.433371 + Penalty 4852.710235 = -2440201.723136
  nChanged 1033
		SP:Iteration 3F (1949.170000 sec): 3 clusters
  Score: Raw -2445653.964421 + Penalty 4852.710235 = -2440801.254187
  nChanged 1045
		SP:Iteration 4F (1949.240000 sec): 3 clusters
  Score: Raw -2446366.813202 + Penalty 4852.710235 = -2441514.102968
  nChanged 1094
		SP:Iteration 5F (1949.310000 sec): 3 clusters
  Score: Raw -2447126.813230 + Penalty 4852.710235 = -2442274.102996
  nChanged 1076
		SP:Iteration 6F (1949.380000 sec): 3 clusters
  Score: Raw -2447917.881384 + Penalty 4852.710235 = -2443065.171150
  nChanged 994
		SP:Iteration 7F (1949.460000 sec): 3 clusters
  Score: Raw -2448656.371503 + Penalty 4852.710235 = -2443803.661269
  nChanged 831
		SP:Iteration 8Q (1949.530000 sec): 3 clusters
  Score: Raw -2449293.755412 + Penalty 4852.710235 = -2444441.045177
  nChanged 739
		SP:Iteration 9Q (1949.600000 sec): 3 clusters
  Score: Raw -2449778.258028 + Penalty 4852.710235 = -2444925.547794
  nChanged 565
		SP:Iteration 10Q (1949.670000 sec): 3 clusters
  Score: Raw -2450065.627063 + Penalty 4852.710235 = -2445212.916829
  nChanged 377
		SP:Iteration 11Q (1949.740000 sec): 3 clusters
  Score: Raw -2450212.449090 + Penalty 4852.710235 = -2445359.738855
  nChanged 251
		SP:Iteration 12Q (1949.810000 sec): 3 clusters
  Score: Raw -2450286.251026 + Penalty 4852.710235 = -2445433.540791
  nChanged 170
		SP:Iteration 13Q (1949.880000 sec): 3 clusters
  Score: Raw -2450327.878917 + Penalty 4852.710235 = -2445475.168683
  nChanged 132
		SP:Iteration 14Q (1949.940000 sec): 3 clusters
  Score: Raw -2450360.655961 + Penalty 4852.710235 = -2445507.945727
  nChanged 115
		SP:Iteration 15Q (1950.010000 sec): 3 clusters
  Score: Raw -2450394.167371 + Penalty 4852.710235 = -2445541.457137
  nChanged 122
		SP:Iteration 16Q (1950.070000 sec): 3 clusters
  Score: Raw -2450427.396162 + Penalty 4852.710235 = -2445574.685927
  nChanged 103
		SP:Iteration 17Q (1950.130000 sec): 3 clusters
  Score: Raw -2450451.502585 + Penalty 4852.710235 = -2445598.792350
  nChanged 89
		SP:Iteration 18Q (1950.190000 sec): 3 clusters
  Score: Raw -2450469.420976 + Penalty 4852.710235 = -2445616.710741
  nChanged 86
		SP:Iteration 19Q (1950.250000 sec): 3 clusters
  Score: Raw -2450486.917746 + Penalty 4852.710235 = -2445634.207511
  nChanged 80
		SP:Iteration 20F (1950.310000 sec): 3 clusters
  Score: Raw -2450500.847311 + Penalty 4852.710235 = -2445648.137076
  nChanged 73
		SP:Iteration 21Q (1950.370000 sec): 3 clusters
  Score: Raw -2450513.368525 + Penalty 4852.710235 = -2445660.658290
  nChanged 61
		SP:Iteration 22Q (1950.430000 sec): 3 clusters
  Score: Raw -2450523.910924 + Penalty 4852.710235 = -2445671.200690
  nChanged 54
		SP:Iteration 23Q (1950.490000 sec): 3 clusters
  Score: Raw -2450533.108228 + Penalty 4852.710235 = -2445680.397993
  nChanged 55
		SP:Iteration 24Q (1950.550000 sec): 3 clusters
  Score: Raw -2450543.247808 + Penalty 4852.710235 = -2445690.537573
  nChanged 45
		SP:Iteration 25Q (1950.610000 sec): 3 clusters
  Score: Raw -2450550.686741 + Penalty 4852.710235 = -2445697.976506
  nChanged 34
		SP:Iteration 26Q (1950.670000 sec): 3 clusters
  Score: Raw -2450556.469434 + Penalty 4852.710235 = -2445703.759200
  nChanged 33
		SP:Iteration 27Q (1950.730000 sec): 3 clusters
  Score: Raw -2450561.487419 + Penalty 4852.710235 = -2445708.777184
  nChanged 30
		SP:Iteration 28Q (1950.790000 sec): 3 clusters
  Score: Raw -2450565.572900 + Penalty 4852.710235 = -2445712.862665
  nChanged 27
		SP:Iteration 29Q (1950.840000 sec): 3 clusters
  Score: Raw -2450568.738584 + Penalty 4852.710235 = -2445716.028349
  nChanged 23
		SP:Iteration 30Q (1950.900000 sec): 3 clusters
  Score: Raw -2450571.581164 + Penalty 4852.710235 = -2445718.870929
  nChanged 15
		SP:Iteration 31Q (1950.960000 sec): 3 clusters
  Score: Raw -2450573.261941 + Penalty 4852.710235 = -2445720.551706
  nChanged 17
		SP:Iteration 32Q (1951.020000 sec): 3 clusters
  Score: Raw -2450574.720513 + Penalty 4852.710235 = -2445722.010279
  nChanged 14
		SP:Iteration 33Q (1951.080000 sec): 3 clusters
  Score: Raw -2450575.964278 + Penalty 4852.710235 = -2445723.254043
  nChanged 17
		SP:Iteration 34Q (1951.140000 sec): 3 clusters
  Score: Raw -2450577.696330 + Penalty 4852.710235 = -2445724.986095
  nChanged 16
		SP:Iteration 35Q (1951.200000 sec): 3 clusters
  Score: Raw -2450579.514559 + Penalty 4852.710235 = -2445726.804324
  nChanged 11
		SP:Iteration 36Q (1951.260000 sec): 3 clusters
  Score: Raw -2450580.913396 + Penalty 4852.710235 = -2445728.203161
  nChanged 17
		SP:Iteration 37Q (1951.320000 sec): 3 clusters
  Score: Raw -2450582.930685 + Penalty 4852.710235 = -2445730.220450
  nChanged 16
		SP:Iteration 38Q (1951.380000 sec): 3 clusters
  Score: Raw -2450584.984883 + Penalty 4852.710235 = -2445732.274648
  nChanged 19
		SP:Iteration 39Q (1951.440000 sec): 3 clusters
  Score: Raw -2450587.377420 + Penalty 4852.710235 = -2445734.667186
  nChanged 19
		SP:Iteration 40F (1951.500000 sec): 3 clusters
  Score: Raw -2450590.031585 + Penalty 4852.710235 = -2445737.321350
  nChanged 30
		SP:Iteration 41Q (1951.560000 sec): 3 clusters
  Score: Raw -2450594.200474 + Penalty 4852.710235 = -2445741.490239
  nChanged 32
		SP:Iteration 42Q (1951.620000 sec): 3 clusters
  Score: Raw -2450598.651168 + Penalty 4852.710235 = -2445745.940933
  nChanged 28
		SP:Iteration 43Q (1951.680000 sec): 3 clusters
  Score: Raw -2450602.496432 + Penalty 4852.710235 = -2445749.786197
  nChanged 29
		SP:Iteration 44Q (1951.730000 sec): 3 clusters
  Score: Raw -2450606.729651 + Penalty 4852.710235 = -2445754.019416
  nChanged 24
		SP:Iteration 45Q (1951.790000 sec): 3 clusters
  Score: Raw -2450609.441103 + Penalty 4852.710235 = -2445756.730868
  nChanged 27
		SP:Iteration 46Q (1951.850000 sec): 3 clusters
  Score: Raw -2450613.026077 + Penalty 4852.710235 = -2445760.315843
  nChanged 18
		SP:Iteration 47Q (1951.910000 sec): 3 clusters
  Score: Raw -2450615.332158 + Penalty 4852.710235 = -2445762.621924
  nChanged 24
		SP:Iteration 48Q (1951.970000 sec): 3 clusters
  Score: Raw -2450618.663737 + Penalty 4852.710235 = -2445765.953503
  nChanged 14
		SP:Iteration 49Q (1952.030000 sec): 3 clusters
  Score: Raw -2450620.601976 + Penalty 4852.710235 = -2445767.891741
  nChanged 14
		SP:Iteration 50Q (1952.090000 sec): 3 clusters
  Score: Raw -2450622.128231 + Penalty 4852.710235 = -2445769.417997
  nChanged 10
		SP:Iteration 51Q (1952.150000 sec): 3 clusters
  Score: Raw -2450623.553854 + Penalty 4852.710235 = -2445770.843619
  nChanged 12
		SP:Iteration 52Q (1952.200000 sec): 3 clusters
  Score: Raw -2450625.665676 + Penalty 4852.710235 = -2445772.955442
  nChanged 18
		SP:Iteration 53Q (1952.260000 sec): 3 clusters
  Score: Raw -2450628.807578 + Penalty 4852.710235 = -2445776.097344
  nChanged 16
		SP:Iteration 54Q (1952.320000 sec): 3 clusters
  Score: Raw -2450631.316380 + Penalty 4852.710235 = -2445778.606145
  nChanged 17
		SP:Iteration 55Q (1952.380000 sec): 3 clusters
  Score: Raw -2450633.832652 + Penalty 4852.710235 = -2445781.122417
  nChanged 14
		SP:Iteration 56Q (1952.440000 sec): 3 clusters
  Score: Raw -2450635.568950 + Penalty 4852.710235 = -2445782.858716
  nChanged 14
		SP:Iteration 57Q (1952.500000 sec): 3 clusters
  Score: Raw -2450637.545969 + Penalty 4852.710235 = -2445784.835734
  nChanged 18
		SP:Iteration 58Q (1952.560000 sec): 3 clusters
  Score: Raw -2450639.745101 + Penalty 4852.710235 = -2445787.034866
  nChanged 23
		SP:Iteration 59Q (1952.620000 sec): 3 clusters
  Score: Raw -2450642.123275 + Penalty 4852.710235 = -2445789.413040
  nChanged 24
		SP:Iteration 60F (1952.680000 sec): 3 clusters
  Score: Raw -2450645.014497 + Penalty 4852.710235 = -2445792.304262
  nChanged 21
		SP:Iteration 61Q (1952.740000 sec): 3 clusters
  Score: Raw -2450647.938056 + Penalty 4852.710235 = -2445795.227822
  nChanged 22
		SP:Iteration 62Q (1952.800000 sec): 3 clusters
  Score: Raw -2450651.331196 + Penalty 4852.710235 = -2445798.620961
  nChanged 20
		SP:Iteration 63Q (1952.860000 sec): 3 clusters
  Score: Raw -2450653.792697 + Penalty 4852.710235 = -2445801.082463
  nChanged 14
		SP:Iteration 64Q (1952.920000 sec): 3 clusters
  Score: Raw -2450655.420919 + Penalty 4852.710235 = -2445802.710684
  nChanged 21
		SP:Iteration 65Q (1952.980000 sec): 3 clusters
  Score: Raw -2450657.306683 + Penalty 4852.710235 = -2445804.596448
  nChanged 18
		SP:Iteration 66Q (1953.040000 sec): 3 clusters
  Score: Raw -2450659.135051 + Penalty 4852.710235 = -2445806.424817
  nChanged 18
		SP:Iteration 67Q (1953.100000 sec): 3 clusters
  Score: Raw -2450661.810833 + Penalty 4852.710235 = -2445809.100599
  nChanged 17
		SP:Iteration 68Q (1953.150000 sec): 3 clusters
  Score: Raw -2450664.187777 + Penalty 4852.710235 = -2445811.477543
  nChanged 22
		SP:Iteration 69Q (1953.210000 sec): 3 clusters
  Score: Raw -2450667.483541 + Penalty 4852.710235 = -2445814.773306
  nChanged 24
		SP:Iteration 70Q (1953.270000 sec): 3 clusters
  Score: Raw -2450671.338922 + Penalty 4852.710235 = -2445818.628687
  nChanged 26
		SP:Iteration 71Q (1953.330000 sec): 3 clusters
  Score: Raw -2450675.781209 + Penalty 4852.710235 = -2445823.070975
  nChanged 26
		SP:Iteration 72Q (1953.380000 sec): 3 clusters
  Score: Raw -2450679.687892 + Penalty 4852.710235 = -2445826.977657
  nChanged 21
		SP:Iteration 73Q (1953.440000 sec): 3 clusters
  Score: Raw -2450683.210822 + Penalty 4852.710235 = -2445830.500587
  nChanged 26
		SP:Iteration 74Q (1953.500000 sec): 3 clusters
  Score: Raw -2450687.402034 + Penalty 4852.710235 = -2445834.691799
  nChanged 27
		SP:Iteration 75Q (1953.560000 sec): 3 clusters
  Score: Raw -2450693.735940 + Penalty 4852.710235 = -2445841.025705
  nChanged 31
		SP:Iteration 76Q (1953.620000 sec): 3 clusters
  Score: Raw -2450698.637271 + Penalty 4852.710235 = -2445845.927036
  nChanged 27
		SP:Iteration 77Q (1953.680000 sec): 3 clusters
  Score: Raw -2450702.515893 + Penalty 4852.710235 = -2445849.805658
  nChanged 30
		SP:Iteration 78Q (1953.730000 sec): 3 clusters
  Score: Raw -2450707.550181 + Penalty 4852.710235 = -2445854.839947
  nChanged 26
		SP:Iteration 79Q (1953.790000 sec): 3 clusters
  Score: Raw -2450713.590018 + Penalty 4852.710235 = -2445860.879783
  nChanged 34
		SP:Iteration 80F (1953.850000 sec): 3 clusters
  Score: Raw -2450719.579372 + Penalty 4852.710235 = -2445866.869138
  nChanged 33
		SP:Iteration 81Q (1953.910000 sec): 3 clusters
  Score: Raw -2450725.558360 + Penalty 4852.710235 = -2445872.848125
  nChanged 37
		SP:Iteration 82Q (1953.970000 sec): 3 clusters
  Score: Raw -2450732.581026 + Penalty 4852.710235 = -2445879.870791
  nChanged 39
		SP:Iteration 83Q (1954.030000 sec): 3 clusters
  Score: Raw -2450742.663391 + Penalty 4852.710235 = -2445889.953156
  nChanged 48
		SP:Iteration 84Q (1954.090000 sec): 3 clusters
  Score: Raw -2450751.425428 + Penalty 4852.710235 = -2445898.715193
  nChanged 39
		SP:Iteration 85Q (1954.140000 sec): 3 clusters
  Score: Raw -2450758.334816 + Penalty 4852.710235 = -2445905.624581
  nChanged 29
		SP:Iteration 86Q (1954.200000 sec): 3 clusters
  Score: Raw -2450763.132205 + Penalty 4852.710235 = -2445910.421971
  nChanged 19
		SP:Iteration 87Q (1954.260000 sec): 3 clusters
  Score: Raw -2450765.785210 + Penalty 4852.710235 = -2445913.074976
  nChanged 14
		SP:Iteration 88Q (1954.320000 sec): 3 clusters
  Score: Raw -2450768.206852 + Penalty 4852.710235 = -2445915.496618
  nChanged 16
		SP:Iteration 89Q (1954.370000 sec): 3 clusters
  Score: Raw -2450770.583502 + Penalty 4852.710235 = -2445917.873267
  nChanged 18
		SP:Iteration 90Q (1954.430000 sec): 3 clusters
  Score: Raw -2450773.198764 + Penalty 4852.710235 = -2445920.488530
  nChanged 19
		SP:Iteration 91Q (1954.480000 sec): 3 clusters
  Score: Raw -2450775.576873 + Penalty 4852.710235 = -2445922.866638
  nChanged 20
		SP:Iteration 92Q (1954.540000 sec): 3 clusters
  Score: Raw -2450778.260061 + Penalty 4852.710235 = -2445925.549826
  nChanged 23
		SP:Iteration 93Q (1954.600000 sec): 3 clusters
  Score: Raw -2450782.612515 + Penalty 4852.710235 = -2445929.902280
  nChanged 29
		SP:Iteration 94Q (1954.660000 sec): 3 clusters
  Score: Raw -2450789.051392 + Penalty 4852.710235 = -2445936.341157
  nChanged 28
		SP:Iteration 95Q (1954.720000 sec): 3 clusters
  Score: Raw -2450794.762829 + Penalty 4852.710235 = -2445942.052594
  nChanged 32
		SP:Iteration 96Q (1954.770000 sec): 3 clusters
  Score: Raw -2450799.979352 + Penalty 4852.710235 = -2445947.269117
  nChanged 27
		SP:Iteration 97Q (1954.830000 sec): 3 clusters
  Score: Raw -2450803.517545 + Penalty 4852.710235 = -2445950.807310
  nChanged 33
		SP:Iteration 98Q (1954.880000 sec): 3 clusters
  Score: Raw -2450808.763931 + Penalty 4852.710235 = -2445956.053696
  nChanged 34
		SP:Iteration 99Q (1954.940000 sec): 3 clusters
  Score: Raw -2450814.190214 + Penalty 4852.710235 = -2445961.479980
  nChanged 21
		SP:Iteration 100F (1955.010000 sec): 3 clusters
  Score: Raw -2450817.811420 + Penalty 4852.710235 = -2445965.101186
  nChanged 29
		SP:Iteration 101Q (1955.060000 sec): 3 clusters
  Score: Raw -2450822.706278 + Penalty 4852.710235 = -2445969.996043
  nChanged 31
		SP:Iteration 102Q (1955.120000 sec): 3 clusters
  Score: Raw -2450829.138863 + Penalty 4852.710235 = -2445976.428629
  nChanged 46
		SP:Iteration 103Q (1955.180000 sec): 3 clusters
  Score: Raw -2450837.228489 + Penalty 4852.710235 = -2445984.518254
  nChanged 38
		SP:Iteration 104Q (1955.230000 sec): 3 clusters
  Score: Raw -2450844.898547 + Penalty 4852.710235 = -2445992.188312
  nChanged 37
		SP:Iteration 105Q (1955.290000 sec): 3 clusters
  Score: Raw -2450854.142941 + Penalty 4852.710235 = -2446001.432707
  nChanged 40
		SP:Iteration 106Q (1955.340000 sec): 3 clusters
  Score: Raw -2450861.889256 + Penalty 4852.710235 = -2446009.179021
  nChanged 35
		SP:Iteration 107Q (1955.400000 sec): 3 clusters
  Score: Raw -2450870.011360 + Penalty 4852.710235 = -2446017.301125
  nChanged 42
		SP:Iteration 108Q (1955.460000 sec): 3 clusters
  Score: Raw -2450877.775709 + Penalty 4852.710235 = -2446025.065475
  nChanged 39
		SP:Iteration 109Q (1955.520000 sec): 3 clusters
  Score: Raw -2450885.886414 + Penalty 4852.710235 = -2446033.176179
  nChanged 42
		SP:Iteration 110Q (1955.570000 sec): 3 clusters
  Score: Raw -2450894.244864 + Penalty 4852.710235 = -2446041.534629
  nChanged 43
		SP:Iteration 111Q (1955.630000 sec): 3 clusters
  Score: Raw -2450903.711241 + Penalty 4852.710235 = -2446051.001007
  nChanged 45
		SP:Iteration 112Q (1955.680000 sec): 3 clusters
  Score: Raw -2450917.704137 + Penalty 4852.710235 = -2446064.993902
  nChanged 53
		SP:Iteration 113Q (1955.740000 sec): 3 clusters
  Score: Raw -2450932.751464 + Penalty 4852.710235 = -2446080.041230
  nChanged 63
		SP:Iteration 114Q (1955.800000 sec): 3 clusters
  Score: Raw -2450951.421347 + Penalty 4852.710235 = -2446098.711112
  nChanged 64
		SP:Iteration 115Q (1955.850000 sec): 3 clusters
  Score: Raw -2450969.446023 + Penalty 4852.710235 = -2446116.735788
  nChanged 55
		SP:Iteration 116Q (1955.910000 sec): 3 clusters
  Score: Raw -2450982.926038 + Penalty 4852.710235 = -2446130.215804
  nChanged 44
		SP:Iteration 117Q (1955.960000 sec): 3 clusters
  Score: Raw -2450994.826830 + Penalty 4852.710235 = -2446142.116596
  nChanged 55
		SP:Iteration 118Q (1956.010000 sec): 3 clusters
  Score: Raw -2451008.864392 + Penalty 4852.710235 = -2446156.154157
  nChanged 56
		SP:Iteration 119Q (1956.070000 sec): 3 clusters
  Score: Raw -2451025.099203 + Penalty 4852.710235 = -2446172.388968
  nChanged 62
		SP:Iteration 120F (1956.130000 sec): 3 clusters
  Score: Raw -2451043.893301 + Penalty 4852.710235 = -2446191.183066
  nChanged 62
		SP:Iteration 121Q (1956.190000 sec): 3 clusters
  Score: Raw -2451059.531463 + Penalty 4852.710235 = -2446206.821228
  nChanged 62
		SP:Iteration 122Q (1956.240000 sec): 3 clusters
  Score: Raw -2451077.170006 + Penalty 4852.710235 = -2446224.459771
  nChanged 65
		SP:Iteration 123Q (1956.300000 sec): 3 clusters
  Score: Raw -2451094.597628 + Penalty 4852.710235 = -2446241.887394
  nChanged 57
		SP:Iteration 124Q (1956.350000 sec): 3 clusters
  Score: Raw -2451113.567342 + Penalty 4852.710235 = -2446260.857107
  nChanged 72
		SP:Iteration 125Q (1956.400000 sec): 3 clusters
  Score: Raw -2451134.384605 + Penalty 4852.710235 = -2446281.674370
  nChanged 54
		SP:Iteration 126Q (1956.460000 sec): 3 clusters
  Score: Raw -2451149.226382 + Penalty 4852.710235 = -2446296.516147
  nChanged 47
		SP:Iteration 127Q (1956.510000 sec): 3 clusters
  Score: Raw -2451164.615426 + Penalty 4852.710235 = -2446311.905191
  nChanged 51
		SP:Iteration 128Q (1956.570000 sec): 3 clusters
  Score: Raw -2451180.455974 + Penalty 4852.710235 = -2446327.745739
  nChanged 45
		SP:Iteration 129Q (1956.620000 sec): 3 clusters
  Score: Raw -2451194.131031 + Penalty 4852.710235 = -2446341.420797
  nChanged 44
		SP:Iteration 130Q (1956.670000 sec): 3 clusters
  Score: Raw -2451207.782143 + Penalty 4852.710235 = -2446355.071908
  nChanged 38
		SP:Iteration 131Q (1956.730000 sec): 3 clusters
  Score: Raw -2451219.561254 + Penalty 4852.710235 = -2446366.851019
  nChanged 40
		SP:Iteration 132Q (1956.780000 sec): 3 clusters
  Score: Raw -2451233.692654 + Penalty 4852.710235 = -2446380.982419
  nChanged 44
		SP:Iteration 133Q (1956.830000 sec): 3 clusters
  Score: Raw -2451246.977250 + Penalty 4852.710235 = -2446394.267015
  nChanged 37
		SP:Iteration 134Q (1956.890000 sec): 3 clusters
  Score: Raw -2451258.130372 + Penalty 4852.710235 = -2446405.420137
  nChanged 31
		SP:Iteration 135Q (1956.940000 sec): 3 clusters
  Score: Raw -2451266.334145 + Penalty 4852.710235 = -2446413.623911
  nChanged 26
		SP:Iteration 136Q (1956.990000 sec): 3 clusters
  Score: Raw -2451273.496564 + Penalty 4852.710235 = -2446420.786330
  nChanged 28
		SP:Iteration 137Q (1957.050000 sec): 3 clusters
  Score: Raw -2451280.589981 + Penalty 4852.710235 = -2446427.879746
  nChanged 26
		SP:Iteration 138Q (1957.100000 sec): 3 clusters
  Score: Raw -2451286.237658 + Penalty 4852.710235 = -2446433.527423
  nChanged 29
		SP:Iteration 139Q (1957.150000 sec): 3 clusters
  Score: Raw -2451293.172446 + Penalty 4852.710235 = -2446440.462211
  nChanged 13
		SP:Iteration 140F (1957.220000 sec): 3 clusters
  Score: Raw -2451296.250571 + Penalty 4852.710235 = -2446443.540336
  nChanged 16
		SP:Iteration 141Q (1957.270000 sec): 3 clusters
  Score: Raw -2451299.502801 + Penalty 4852.710235 = -2446446.792566
  nChanged 16
		SP:Iteration 142Q (1957.320000 sec): 3 clusters
  Score: Raw -2451303.613268 + Penalty 4852.710235 = -2446450.903033
  nChanged 14
		SP:Iteration 143Q (1957.370000 sec): 3 clusters
  Score: Raw -2451308.079460 + Penalty 4852.710235 = -2446455.369226
  nChanged 18
		SP:Iteration 144Q (1957.430000 sec): 3 clusters
  Score: Raw -2451313.039585 + Penalty 4852.710235 = -2446460.329350
  nChanged 21
		SP:Iteration 145Q (1957.480000 sec): 3 clusters
  Score: Raw -2451318.185804 + Penalty 4852.710235 = -2446465.475569
  nChanged 10
		SP:Iteration 146Q (1957.530000 sec): 3 clusters
  Score: Raw -2451321.500183 + Penalty 4852.710235 = -2446468.789949
  nChanged 9
		SP:Iteration 147Q (1957.580000 sec): 3 clusters
  Score: Raw -2451323.598755 + Penalty 4852.710235 = -2446470.888520
  nChanged 12
		SP:Iteration 148Q (1957.630000 sec): 3 clusters
  Score: Raw -2451326.065765 + Penalty 4852.710235 = -2446473.355530
  nChanged 7
		SP:Iteration 149Q (1957.690000 sec): 3 clusters
  Score: Raw -2451328.032948 + Penalty 4852.710235 = -2446475.322714
  nChanged 8
		SP:Iteration 150Q (1957.740000 sec): 3 clusters
  Score: Raw -2451329.657193 + Penalty 4852.710235 = -2446476.946958
  nChanged 8
		SP:Iteration 151Q (1957.790000 sec): 3 clusters
  Score: Raw -2451331.526588 + Penalty 4852.710235 = -2446478.816353
  nChanged 12
		SP:Iteration 152Q (1957.840000 sec): 3 clusters
  Score: Raw -2451333.899361 + Penalty 4852.710235 = -2446481.189126
  nChanged 6
		SP:Iteration 153Q (1957.890000 sec): 3 clusters
  Score: Raw -2451335.975525 + Penalty 4852.710235 = -2446483.265290
  nChanged 6
		SP:Iteration 154Q (1957.950000 sec): 3 clusters
  Score: Raw -2451337.933882 + Penalty 4852.710235 = -2446485.223647
  nChanged 10
		SP:Iteration 155Q (1957.990000 sec): 3 clusters
  Score: Raw -2451340.356864 + Penalty 4852.710235 = -2446487.646629
  nChanged 8
		SP:Iteration 156Q (1958.050000 sec): 3 clusters
  Score: Raw -2451342.057869 + Penalty 4852.710235 = -2446489.347635
  nChanged 3
		SP:Iteration 157Q (1958.100000 sec): 3 clusters
  Score: Raw -2451343.269883 + Penalty 4852.710235 = -2446490.559649
  nChanged 6
		SP:Iteration 158Q (1958.150000 sec): 3 clusters
  Score: Raw -2451345.287072 + Penalty 4852.710235 = -2446492.576837
  nChanged 9
		SP:Iteration 159Q (1958.210000 sec): 3 clusters
  Score: Raw -2451347.731074 + Penalty 4852.710235 = -2446495.020839
  nChanged 6
		SP:Iteration 160F (1958.270000 sec): 3 clusters
  Score: Raw -2451348.967480 + Penalty 4852.710235 = -2446496.257246
  nChanged 4
		SP:Iteration 161Q (1958.320000 sec): 3 clusters
  Score: Raw -2451349.466165 + Penalty 4852.710235 = -2446496.755930
  nChanged 2
		SP:Iteration 162Q (1958.370000 sec): 3 clusters
  Score: Raw -2451349.949201 + Penalty 4852.710235 = -2446497.238966
  nChanged 1
		SP:Iteration 163Q (1958.420000 sec): 3 clusters
  Score: Raw -2451350.121986 + Penalty 4852.710235 = -2446497.411752
  nChanged 1
		SP:Iteration 164Q (1958.470000 sec): 3 clusters
  Score: Raw -2451350.513861 + Penalty 4852.710235 = -2446497.803627
  nChanged 1
		SP:Iteration 165Q (1958.530000 sec): 3 clusters
  Score: Raw -2451350.818811 + Penalty 4852.710235 = -2446498.108576
  nChanged 2
		SP:Iteration 166Q (1958.580000 sec): 3 clusters
  Score: Raw -2451351.717830 + Penalty 4852.710235 = -2446499.007595
  nChanged 4
		SP:Iteration 167Q (1958.630000 sec): 3 clusters
  Score: Raw -2451352.442174 + Penalty 4852.710235 = -2446499.731940
  nChanged 5
		SP:Iteration 168Q (1958.680000 sec): 3 clusters
  Score: Raw -2451353.169937 + Penalty 4852.710235 = -2446500.459703
  nChanged 4
		SP:Iteration 169Q (1958.730000 sec): 3 clusters
  Score: Raw -2451353.631135 + Penalty 4852.710235 = -2446500.920900
  nChanged 5
		SP:Iteration 170Q (1958.790000 sec): 3 clusters
  Score: Raw -2451355.291512 + Penalty 4852.710235 = -2446502.581277
  nChanged 2
		SP:Iteration 171Q (1958.840000 sec): 3 clusters
  Score: Raw -2451355.757212 + Penalty 4852.710235 = -2446503.046977
  nChanged 1
		SP:Iteration 172Q (1958.890000 sec): 3 clusters
  Score: Raw -2451355.939438 + Penalty 4852.710235 = -2446503.229203
  nChanged 0
		SP:Iteration 173F (1958.960000 sec): 3 clusters
  Score: Raw -2451355.939438 + Penalty 4852.710235 = -2446503.229203
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1958.990000 sec): 2 clusters
  Score: Raw -1058528.451373 + Penalty 2203.177158 = -1056325.274215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1959.010000 sec): 3 clusters
  Score: Raw -1054830.192629 + Penalty 4406.354315 = -1050423.838314
  nChanged 2906
		SP:Iteration 1F (1959.040000 sec): 3 clusters
  Score: Raw -1056400.408506 + Penalty 4406.354315 = -1051994.054191
  nChanged 500
		SP:Iteration 2F (1959.070000 sec): 3 clusters
  Score: Raw -1056659.245888 + Penalty 4406.354315 = -1052252.891573
  nChanged 354
		SP:Iteration 3Q (1959.090000 sec): 3 clusters
  Score: Raw -1056839.146331 + Penalty 4406.354315 = -1052432.792015
  nChanged 282
		SP:Iteration 4Q (1959.120000 sec): 3 clusters
  Score: Raw -1056953.293057 + Penalty 4406.354315 = -1052546.938741
  nChanged 209
		SP:Iteration 5Q (1959.150000 sec): 3 clusters
  Score: Raw -1057028.325855 + Penalty 4406.354315 = -1052621.971539
  nChanged 170
		SP:Iteration 6Q (1959.170000 sec): 3 clusters
  Score: Raw -1057085.549203 + Penalty 4406.354315 = -1052679.194888
  nChanged 135
		SP:Iteration 7Q (1959.200000 sec): 3 clusters
  Score: Raw -1057131.051251 + Penalty 4406.354315 = -1052724.696936
  nChanged 122
		SP:Iteration 8Q (1959.230000 sec): 3 clusters
  Score: Raw -1057169.723669 + Penalty 4406.354315 = -1052763.369353
  nChanged 94
		SP:Iteration 9Q (1959.250000 sec): 3 clusters
  Score: Raw -1057197.453999 + Penalty 4406.354315 = -1052791.099684
  nChanged 75
		SP:Iteration 10Q (1959.280000 sec): 3 clusters
  Score: Raw -1057218.690600 + Penalty 4406.354315 = -1052812.336285
  nChanged 71
		SP:Iteration 11Q (1959.300000 sec): 3 clusters
  Score: Raw -1057238.180573 + Penalty 4406.354315 = -1052831.826258
  nChanged 69
		SP:Iteration 12Q (1959.330000 sec): 3 clusters
  Score: Raw -1057255.504807 + Penalty 4406.354315 = -1052849.150491
  nChanged 51
		SP:Iteration 13Q (1959.350000 sec): 3 clusters
  Score: Raw -1057269.238076 + Penalty 4406.354315 = -1052862.883761
  nChanged 59
		SP:Iteration 14Q (1959.380000 sec): 3 clusters
  Score: Raw -1057283.660613 + Penalty 4406.354315 = -1052877.306298
  nChanged 53
		SP:Iteration 15Q (1959.410000 sec): 3 clusters
  Score: Raw -1057296.499261 + Penalty 4406.354315 = -1052890.144946
  nChanged 57
		SP:Iteration 16Q (1959.430000 sec): 3 clusters
  Score: Raw -1057313.827047 + Penalty 4406.354315 = -1052907.472732
  nChanged 71
		SP:Iteration 17Q (1959.460000 sec): 3 clusters
  Score: Raw -1057334.137500 + Penalty 4406.354315 = -1052927.783184
  nChanged 65
		SP:Iteration 18Q (1959.490000 sec): 3 clusters
  Score: Raw -1057351.946929 + Penalty 4406.354315 = -1052945.592614
  nChanged 65
		SP:Iteration 19Q (1959.510000 sec): 3 clusters
  Score: Raw -1057372.541275 + Penalty 4406.354315 = -1052966.186960
  nChanged 80
		SP:Iteration 20F (1959.540000 sec): 3 clusters
  Score: Raw -1057400.125555 + Penalty 4406.354315 = -1052993.771240
  nChanged 96
		SP:Iteration 21Q (1959.570000 sec): 3 clusters
  Score: Raw -1057436.131842 + Penalty 4406.354315 = -1053029.777527
  nChanged 104
		SP:Iteration 22Q (1959.590000 sec): 3 clusters
  Score: Raw -1057477.558300 + Penalty 4406.354315 = -1053071.203984
  nChanged 115
		SP:Iteration 23Q (1959.620000 sec): 3 clusters
  Score: Raw -1057524.334284 + Penalty 4406.354315 = -1053117.979969
  nChanged 116
		SP:Iteration 24Q (1959.650000 sec): 3 clusters
  Score: Raw -1057571.767798 + Penalty 4406.354315 = -1053165.413483
  nChanged 128
		SP:Iteration 25Q (1959.670000 sec): 3 clusters
  Score: Raw -1057627.340024 + Penalty 4406.354315 = -1053220.985709
  nChanged 140
		SP:Iteration 26Q (1959.700000 sec): 3 clusters
  Score: Raw -1057706.644406 + Penalty 4406.354315 = -1053300.290091
  nChanged 159
		SP:Iteration 27Q (1959.730000 sec): 3 clusters
  Score: Raw -1057803.161633 + Penalty 4406.354315 = -1053396.807318
  nChanged 187
		SP:Iteration 28Q (1959.750000 sec): 3 clusters
  Score: Raw -1057929.200472 + Penalty 4406.354315 = -1053522.846157
  nChanged 209
		SP:Iteration 29Q (1959.780000 sec): 3 clusters
  Score: Raw -1058071.268159 + Penalty 4406.354315 = -1053664.913844
  nChanged 208
		SP:Iteration 30Q (1959.810000 sec): 3 clusters
  Score: Raw -1058236.821428 + Penalty 4406.354315 = -1053830.467113
  nChanged 211
		SP:Iteration 31Q (1959.830000 sec): 3 clusters
  Score: Raw -1058439.628523 + Penalty 4406.354315 = -1054033.274208
  nChanged 197
		SP:Iteration 32Q (1959.850000 sec): 3 clusters
  Score: Raw -1058630.769120 + Penalty 4406.354315 = -1054224.414805
  nChanged 190
		SP:Iteration 33Q (1959.880000 sec): 3 clusters
  Score: Raw -1058816.406659 + Penalty 4406.354315 = -1054410.052344
  nChanged 160
		SP:Iteration 34Q (1959.910000 sec): 3 clusters
  Score: Raw -1058948.047352 + Penalty 4406.354315 = -1054541.693037
  nChanged 119
		SP:Iteration 35Q (1959.930000 sec): 3 clusters
  Score: Raw -1059048.608004 + Penalty 4406.354315 = -1054642.253688
  nChanged 106
		SP:Iteration 36Q (1959.950000 sec): 3 clusters
  Score: Raw -1059128.980573 + Penalty 4406.354315 = -1054722.626257
  nChanged 97
		SP:Iteration 37Q (1959.970000 sec): 3 clusters
  Score: Raw -1059186.392422 + Penalty 4406.354315 = -1054780.038106
  nChanged 88
		SP:Iteration 38Q (1960.000000 sec): 3 clusters
  Score: Raw -1059235.550373 + Penalty 4406.354315 = -1054829.196058
  nChanged 67
		SP:Iteration 39Q (1960.020000 sec): 3 clusters
  Score: Raw -1059271.156157 + Penalty 4406.354315 = -1054864.801842
  nChanged 55
		SP:Iteration 40F (1960.050000 sec): 3 clusters
  Score: Raw -1059298.642308 + Penalty 4406.354315 = -1054892.287993
  nChanged 43
		SP:Iteration 41Q (1960.070000 sec): 3 clusters
  Score: Raw -1059321.111890 + Penalty 4406.354315 = -1054914.757574
  nChanged 40
		SP:Iteration 42Q (1960.090000 sec): 3 clusters
  Score: Raw -1059338.102743 + Penalty 4406.354315 = -1054931.748428
  nChanged 26
		SP:Iteration 43Q (1960.110000 sec): 3 clusters
  Score: Raw -1059347.638025 + Penalty 4406.354315 = -1054941.283710
  nChanged 23
		SP:Iteration 44Q (1960.130000 sec): 3 clusters
  Score: Raw -1059356.068130 + Penalty 4406.354315 = -1054949.713815
  nChanged 15
		SP:Iteration 45Q (1960.160000 sec): 3 clusters
  Score: Raw -1059360.476913 + Penalty 4406.354315 = -1054954.122598
  nChanged 6
		SP:Iteration 46Q (1960.180000 sec): 3 clusters
  Score: Raw -1059362.946539 + Penalty 4406.354315 = -1054956.592224
  nChanged 9
		SP:Iteration 47Q (1960.200000 sec): 3 clusters
  Score: Raw -1059367.286080 + Penalty 4406.354315 = -1054960.931765
  nChanged 9
		SP:Iteration 48Q (1960.220000 sec): 3 clusters
  Score: Raw -1059370.016366 + Penalty 4406.354315 = -1054963.662051
  nChanged 6
		SP:Iteration 49Q (1960.250000 sec): 3 clusters
  Score: Raw -1059371.636017 + Penalty 4406.354315 = -1054965.281702
  nChanged 4
		SP:Iteration 50Q (1960.270000 sec): 3 clusters
  Score: Raw -1059372.748511 + Penalty 4406.354315 = -1054966.394195
  nChanged 2
		SP:Iteration 51Q (1960.290000 sec): 3 clusters
  Score: Raw -1059373.217174 + Penalty 4406.354315 = -1054966.862858
  nChanged 3
		SP:Iteration 52Q (1960.310000 sec): 3 clusters
  Score: Raw -1059374.235170 + Penalty 4406.354315 = -1054967.880855
  nChanged 1
		SP:Iteration 53Q (1960.330000 sec): 3 clusters
  Score: Raw -1059374.575337 + Penalty 4406.354315 = -1054968.221022
  nChanged 3
		SP:Iteration 54Q (1960.350000 sec): 3 clusters
  Score: Raw -1059375.364356 + Penalty 4406.354315 = -1054969.010041
  nChanged 2
		SP:Iteration 55Q (1960.380000 sec): 3 clusters
  Score: Raw -1059376.065476 + Penalty 4406.354315 = -1054969.711161
  nChanged 1
		SP:Iteration 56Q (1960.400000 sec): 3 clusters
  Score: Raw -1059376.526047 + Penalty 4406.354315 = -1054970.171732
  nChanged 1
		SP:Iteration 57Q (1960.420000 sec): 3 clusters
  Score: Raw -1059376.752800 + Penalty 4406.354315 = -1054970.398485
  nChanged 3
		SP:Iteration 58Q (1960.440000 sec): 3 clusters
  Score: Raw -1059378.146255 + Penalty 4406.354315 = -1054971.791940
  nChanged 1
		SP:Iteration 59Q (1960.470000 sec): 3 clusters
  Score: Raw -1059378.318604 + Penalty 4406.354315 = -1054971.964289
  nChanged 1
		SP:Iteration 60F (1960.490000 sec): 3 clusters
  Score: Raw -1059378.628237 + Penalty 4406.354315 = -1054972.273922
  nChanged 1
		SP:Iteration 61Q (1960.510000 sec): 3 clusters
  Score: Raw -1059378.735753 + Penalty 4406.354315 = -1054972.381438
  nChanged 1
		SP:Iteration 62Q (1960.530000 sec): 3 clusters
  Score: Raw -1059379.157660 + Penalty 4406.354315 = -1054972.803345
  nChanged 1
		SP:Iteration 63Q (1960.560000 sec): 3 clusters
  Score: Raw -1059379.307418 + Penalty 4406.354315 = -1054972.953103
  nChanged 0
		SP:Iteration 64F (1960.580000 sec): 3 clusters
  Score: Raw -1059379.307418 + Penalty 4406.354315 = -1054972.953103
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (100693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1960.930000 sec): 2 clusters
  Score: Raw -14895858.094178 + Penalty 2856.918228 = -14893001.175950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1961.310000 sec): 3 clusters
  Score: Raw -14831372.062873 + Penalty 5713.836455 = -14825658.226418
  nChanged 47597
		SP:Iteration 1F (1961.690000 sec): 3 clusters
  Score: Raw -14858782.137965 + Penalty 5713.836455 = -14853068.301510
  nChanged 3379
		SP:Iteration 2Q (1962.080000 sec): 3 clusters
  Score: Raw -14859612.790111 + Penalty 5713.836455 = -14853898.953655
  nChanged 3610
		SP:Iteration 3Q (1962.470000 sec): 3 clusters
  Score: Raw -14860606.079179 + Penalty 5713.836455 = -14854892.242724
  nChanged 3946
		SP:Iteration 4Q (1962.860000 sec): 3 clusters
  Score: Raw -14861895.962250 + Penalty 5713.836455 = -14856182.125795
  nChanged 4495
		SP:Iteration 5Q (1963.250000 sec): 3 clusters
  Score: Raw -14863652.407255 + Penalty 5713.836455 = -14857938.570800
  nChanged 5284
		SP:Iteration 6F (1963.630000 sec): 3 clusters
  Score: Raw -14866202.351895 + Penalty 5713.836455 = -14860488.515440
  nChanged 6144
		SP:Iteration 7F (1964.010000 sec): 3 clusters
  Score: Raw -14869711.199261 + Penalty 5713.836455 = -14863997.362806
  nChanged 6769
		SP:Iteration 8F (1964.410000 sec): 3 clusters
  Score: Raw -14874139.621988 + Penalty 5713.836455 = -14868425.785533
  nChanged 6831
		SP:Iteration 9F (1964.800000 sec): 3 clusters
  Score: Raw -14879134.374160 + Penalty 5713.836455 = -14873420.537705
  nChanged 6322
		SP:Iteration 10F (1965.210000 sec): 3 clusters
  Score: Raw -14884145.867691 + Penalty 5713.836455 = -14878432.031236
  nChanged 5334
		SP:Iteration 11F (1965.610000 sec): 3 clusters
  Score: Raw -14888630.634755 + Penalty 5713.836455 = -14882916.798300
  nChanged 3857
		SP:Iteration 12Q (1966.010000 sec): 3 clusters
  Score: Raw -14891966.710439 + Penalty 5713.836455 = -14886252.873984
  nChanged 2332
		SP:Iteration 13Q (1966.400000 sec): 3 clusters
  Score: Raw -14894047.923532 + Penalty 5713.836455 = -14888334.087077
  nChanged 1310
		SP:Iteration 14Q (1966.750000 sec): 3 clusters
  Score: Raw -14895243.566616 + Penalty 5713.836455 = -14889529.730161
  nChanged 639
		SP:Iteration 15Q (1967.090000 sec): 3 clusters
  Score: Raw -14895839.592185 + Penalty 5713.836455 = -14890125.755730
  nChanged 312
		SP:Iteration 16Q (1967.400000 sec): 3 clusters
  Score: Raw -14896102.878541 + Penalty 5713.836455 = -14890389.042086
  nChanged 176
		SP:Iteration 17Q (1967.700000 sec): 3 clusters
  Score: Raw -14896247.997238 + Penalty 5713.836455 = -14890534.160783
  nChanged 109
		SP:Iteration 18Q (1967.990000 sec): 3 clusters
  Score: Raw -14896338.409764 + Penalty 5713.836455 = -14890624.573309
  nChanged 87
		SP:Iteration 19Q (1968.310000 sec): 3 clusters
  Score: Raw -14896404.332084 + Penalty 5713.836455 = -14890690.495629
  nChanged 51
		SP:Iteration 20F (1968.720000 sec): 3 clusters
  Score: Raw -14896447.382085 + Penalty 5713.836455 = -14890733.545630
  nChanged 44
		SP:Iteration 21Q (1969.020000 sec): 3 clusters
  Score: Raw -14896472.930135 + Penalty 5713.836455 = -14890759.093680
  nChanged 26
		SP:Iteration 22Q (1969.310000 sec): 3 clusters
  Score: Raw -14896486.891764 + Penalty 5713.836455 = -14890773.055309
  nChanged 14
		SP:Iteration 23Q (1969.600000 sec): 3 clusters
  Score: Raw -14896495.852103 + Penalty 5713.836455 = -14890782.015647
  nChanged 12
		SP:Iteration 24Q (1969.890000 sec): 3 clusters
  Score: Raw -14896502.716220 + Penalty 5713.836455 = -14890788.879765
  nChanged 9
		SP:Iteration 25Q (1970.170000 sec): 3 clusters
  Score: Raw -14896506.855944 + Penalty 5713.836455 = -14890793.019489
  nChanged 6
		SP:Iteration 26Q (1970.460000 sec): 3 clusters
  Score: Raw -14896509.646373 + Penalty 5713.836455 = -14890795.809918
  nChanged 5
		SP:Iteration 27Q (1970.740000 sec): 3 clusters
  Score: Raw -14896510.977997 + Penalty 5713.836455 = -14890797.141542
  nChanged 2
		SP:Iteration 28Q (1971.030000 sec): 3 clusters
  Score: Raw -14896511.395210 + Penalty 5713.836455 = -14890797.558755
  nChanged 1
		SP:Iteration 29Q (1971.310000 sec): 3 clusters
  Score: Raw -14896511.729019 + Penalty 5713.836455 = -14890797.892564
  nChanged 3
		SP:Iteration 30Q (1971.610000 sec): 3 clusters
  Score: Raw -14896512.759566 + Penalty 5713.836455 = -14890798.923111
  nChanged 2
		SP:Iteration 31Q (1971.890000 sec): 3 clusters
  Score: Raw -14896513.713833 + Penalty 5713.836455 = -14890799.877378
  nChanged 1
		SP:Iteration 32Q (1972.180000 sec): 3 clusters
  Score: Raw -14896514.177438 + Penalty 5713.836455 = -14890800.340983
  nChanged 2
		SP:Iteration 33Q (1972.470000 sec): 3 clusters
  Score: Raw -14896515.283914 + Penalty 5713.836455 = -14890801.447459
  nChanged 1
		SP:Iteration 34Q (1972.750000 sec): 3 clusters
  Score: Raw -14896515.577572 + Penalty 5713.836455 = -14890801.741117
  nChanged 1
		SP:Iteration 35Q (1973.040000 sec): 3 clusters
  Score: Raw -14896515.781547 + Penalty 5713.836455 = -14890801.945091
  nChanged 0
		SP:Iteration 36F (1973.440000 sec): 3 clusters
  Score: Raw -14896515.781547 + Penalty 5713.836455 = -14890801.945091
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1973.480000 sec): 2 clusters
  Score: Raw -31826.381350 + Penalty 1381.894200 = -30444.487150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1973.480000 sec): 3 clusters
  Score: Raw -32229.893934 + Penalty 2763.788400 = -29466.105534
  nChanged 59
		SP:Iteration 1F (1973.480000 sec): 3 clusters
  Score: Raw -32492.559244 + Penalty 2763.788400 = -29728.770844
  nChanged 14
		SP:Iteration 2F (1973.480000 sec): 3 clusters
  Score: Raw -32749.686738 + Penalty 2763.788400 = -29985.898338
  nChanged 28
		SP:Iteration 3F (1973.480000 sec): 3 clusters
  Score: Raw -33100.079289 + Penalty 2763.788400 = -30336.290890
  nChanged 9
		SP:Iteration 4Q (1973.490000 sec): 3 clusters
  Score: Raw -33214.082208 + Penalty 2763.788400 = -30450.293809
  nChanged 6
		SP:Iteration 5Q (1973.490000 sec): 3 clusters
  Score: Raw -33334.281318 + Penalty 2763.788400 = -30570.492918
  nChanged 4
		SP:Iteration 6Q (1973.490000 sec): 3 clusters
  Score: Raw -33411.323682 + Penalty 2763.788400 = -30647.535282
  nChanged 2
		SP:Iteration 7Q (1973.490000 sec): 3 clusters
  Score: Raw -33463.808189 + Penalty 2763.788400 = -30700.019789
  nChanged 2
		SP:Iteration 8Q (1973.490000 sec): 3 clusters
  Score: Raw -33480.265127 + Penalty 2763.788400 = -30716.476727
  nChanged 0
		SP:Iteration 9F (1973.490000 sec): 3 clusters
  Score: Raw -33480.265127 + Penalty 2763.788400 = -30716.476727
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 33.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (258709 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1974.400000 sec): 2 clusters
  Score: Raw -38291388.897306 + Penalty 3090.937871 = -38288297.959435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1975.440000 sec): 3 clusters
  Score: Raw -38120605.721041 + Penalty 6181.875742 = -38114423.845299
  nChanged 124845
		SP:Iteration 1F (1976.430000 sec): 3 clusters
  Score: Raw -38194346.825496 + Penalty 6181.875742 = -38188164.949754
  nChanged 7637
		SP:Iteration 2Q (1977.420000 sec): 3 clusters
  Score: Raw -38196242.611422 + Penalty 6181.875742 = -38190060.735680
  nChanged 9777
		SP:Iteration 3Q (1978.410000 sec): 3 clusters
  Score: Raw -38199545.361719 + Penalty 6181.875742 = -38193363.485977
  nChanged 13075
		SP:Iteration 4F (1979.390000 sec): 3 clusters
  Score: Raw -38205592.400142 + Penalty 6181.875742 = -38199410.524400
  nChanged 17482
		SP:Iteration 5F (1980.360000 sec): 3 clusters
  Score: Raw -38216593.078255 + Penalty 6181.875742 = -38210411.202513
  nChanged 22114
		SP:Iteration 6F (1981.330000 sec): 3 clusters
  Score: Raw -38234506.310804 + Penalty 6181.875742 = -38228324.435062
  nChanged 23238
		SP:Iteration 7F (1982.310000 sec): 3 clusters
  Score: Raw -38256520.863503 + Penalty 6181.875742 = -38250338.987761
  nChanged 18741
		SP:Iteration 8F (1983.270000 sec): 3 clusters
  Score: Raw -38275217.999493 + Penalty 6181.875742 = -38269036.123751
  nChanged 10714
		SP:Iteration 9Q (1984.250000 sec): 3 clusters
  Score: Raw -38285748.008862 + Penalty 6181.875742 = -38279566.133120
  nChanged 4427
		SP:Iteration 10Q (1985.130000 sec): 3 clusters
  Score: Raw -38289897.443388 + Penalty 6181.875742 = -38283715.567646
  nChanged 1269
		SP:Iteration 11Q (1985.890000 sec): 3 clusters
  Score: Raw -38291116.789048 + Penalty 6181.875742 = -38284934.913306
  nChanged 319
		SP:Iteration 12Q (1986.620000 sec): 3 clusters
  Score: Raw -38291427.454064 + Penalty 6181.875742 = -38285245.578322
  nChanged 95
		SP:Iteration 13Q (1987.360000 sec): 3 clusters
  Score: Raw -38291563.564094 + Penalty 6181.875742 = -38285381.688352
  nChanged 42
		SP:Iteration 14Q (1988.100000 sec): 3 clusters
  Score: Raw -38291629.336926 + Penalty 6181.875742 = -38285447.461184
  nChanged 23
		SP:Iteration 15Q (1988.830000 sec): 3 clusters
  Score: Raw -38291666.720611 + Penalty 6181.875742 = -38285484.844870
  nChanged 10
		SP:Iteration 16Q (1989.560000 sec): 3 clusters
  Score: Raw -38291676.339257 + Penalty 6181.875742 = -38285494.463516
  nChanged 5
		SP:Iteration 17Q (1990.280000 sec): 3 clusters
  Score: Raw -38291684.296970 + Penalty 6181.875742 = -38285502.421228
  nChanged 4
		SP:Iteration 18Q (1990.980000 sec): 3 clusters
  Score: Raw -38291692.945182 + Penalty 6181.875742 = -38285511.069440
  nChanged 7
		SP:Iteration 19Q (1991.720000 sec): 3 clusters
  Score: Raw -38291705.363893 + Penalty 6181.875742 = -38285523.488151
  nChanged 3
		SP:Iteration 20F (1992.740000 sec): 3 clusters
  Score: Raw -38291709.608561 + Penalty 6181.875742 = -38285527.732819
  nChanged 4
		SP:Iteration 21Q (1993.470000 sec): 3 clusters
  Score: Raw -38291713.972229 + Penalty 6181.875742 = -38285532.096488
  nChanged 3
		SP:Iteration 22Q (1994.190000 sec): 3 clusters
  Score: Raw -38291716.453358 + Penalty 6181.875742 = -38285534.577616
  nChanged 1
		SP:Iteration 23Q (1994.910000 sec): 3 clusters
  Score: Raw -38291718.632814 + Penalty 6181.875742 = -38285536.757073
  nChanged 1
		SP:Iteration 24Q (1995.640000 sec): 3 clusters
  Score: Raw -38291719.439775 + Penalty 6181.875742 = -38285537.564033
  nChanged 0
		SP:Iteration 25F (1996.660000 sec): 3 clusters
  Score: Raw -38291719.439775 + Penalty 6181.875742 = -38285537.564033
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1996.770000 sec): 2 clusters
  Score: Raw -63958.600981 + Penalty 1532.644130 = -62425.956851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1996.770000 sec): 3 clusters
  Score: Raw -63983.818799 + Penalty 3065.288260 = -60918.530539
  nChanged 84
		SP:Iteration 1F (1996.770000 sec): 3 clusters
  Score: Raw -64168.103372 + Penalty 3065.288260 = -61102.815111
  nChanged 18
		SP:Iteration 2Q (1996.770000 sec): 3 clusters
  Score: Raw -64207.971034 + Penalty 3065.288260 = -61142.682774
  nChanged 9
		SP:Iteration 3Q (1996.770000 sec): 3 clusters
  Score: Raw -64247.604451 + Penalty 3065.288260 = -61182.316191
  nChanged 6
		SP:Iteration 4Q (1996.780000 sec): 3 clusters
  Score: Raw -64261.090412 + Penalty 3065.288260 = -61195.802152
  nChanged 4
		SP:Iteration 5Q (1996.780000 sec): 3 clusters
  Score: Raw -64277.341733 + Penalty 3065.288260 = -61212.053472
  nChanged 5
		SP:Iteration 6Q (1996.780000 sec): 3 clusters
  Score: Raw -64291.928165 + Penalty 3065.288260 = -61226.639904
  nChanged 3
		SP:Iteration 7Q (1996.780000 sec): 3 clusters
  Score: Raw -64302.747106 + Penalty 3065.288260 = -61237.458846
  nChanged 2
		SP:Iteration 8Q (1996.780000 sec): 3 clusters
  Score: Raw -64309.881987 + Penalty 3065.288260 = -61244.593727
  nChanged 4
		SP:Iteration 9Q (1996.780000 sec): 3 clusters
  Score: Raw -64338.553094 + Penalty 3065.288260 = -61273.264834
  nChanged 8
		SP:Iteration 10Q (1996.790000 sec): 3 clusters
  Score: Raw -64408.319936 + Penalty 3065.288260 = -61343.031676
  nChanged 2
		SP:Iteration 11Q (1996.790000 sec): 3 clusters
  Score: Raw -64419.302612 + Penalty 3065.288260 = -61354.014351
  nChanged 2
		SP:Iteration 12Q (1996.790000 sec): 3 clusters
  Score: Raw -64422.886808 + Penalty 3065.288260 = -61357.598547
  nChanged 0
		SP:Iteration 13F (1996.790000 sec): 3 clusters
  Score: Raw -64422.886808 + Penalty 3065.288260 = -61357.598547
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (7418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1996.820000 sec): 2 clusters
  Score: Raw -1064373.088989 + Penalty 2210.092860 = -1062162.996129
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1996.850000 sec): 3 clusters
  Score: Raw -1060498.563107 + Penalty 4420.185720 = -1056078.377387
  nChanged 2927
		SP:Iteration 1F (1996.880000 sec): 3 clusters
  Score: Raw -1062056.839149 + Penalty 4420.185720 = -1057636.653429
  nChanged 512
		SP:Iteration 2F (1996.910000 sec): 3 clusters
  Score: Raw -1062315.586179 + Penalty 4420.185720 = -1057895.400459
  nChanged 384
		SP:Iteration 3F (1996.940000 sec): 3 clusters
  Score: Raw -1062512.323579 + Penalty 4420.185720 = -1058092.137859
  nChanged 321
		SP:Iteration 4Q (1996.970000 sec): 3 clusters
  Score: Raw -1062662.798443 + Penalty 4420.185720 = -1058242.612723
  nChanged 289
		SP:Iteration 5Q (1997.000000 sec): 3 clusters
  Score: Raw -1062797.908577 + Penalty 4420.185720 = -1058377.722857
  nChanged 242
		SP:Iteration 6Q (1997.030000 sec): 3 clusters
  Score: Raw -1062908.235224 + Penalty 4420.185720 = -1058488.049504
  nChanged 211
		SP:Iteration 7Q (1997.060000 sec): 3 clusters
  Score: Raw -1062998.081495 + Penalty 4420.185720 = -1058577.895775
  nChanged 180
		SP:Iteration 8Q (1997.090000 sec): 3 clusters
  Score: Raw -1063074.628942 + Penalty 4420.185720 = -1058654.443223
  nChanged 180
		SP:Iteration 9Q (1997.120000 sec): 3 clusters
  Score: Raw -1063154.080215 + Penalty 4420.185720 = -1058733.894495
  nChanged 173
		SP:Iteration 10Q (1997.150000 sec): 3 clusters
  Score: Raw -1063227.153452 + Penalty 4420.185720 = -1058806.967732
  nChanged 180
		SP:Iteration 11Q (1997.180000 sec): 3 clusters
  Score: Raw -1063316.540616 + Penalty 4420.185720 = -1058896.354896
  nChanged 229
		SP:Iteration 12Q (1997.210000 sec): 3 clusters
  Score: Raw -1063457.465658 + Penalty 4420.185720 = -1059037.279938
  nChanged 242
		SP:Iteration 13Q (1997.240000 sec): 3 clusters
  Score: Raw -1063598.855478 + Penalty 4420.185720 = -1059178.669758
  nChanged 249
		SP:Iteration 14Q (1997.270000 sec): 3 clusters
  Score: Raw -1063752.200291 + Penalty 4420.185720 = -1059332.014571
  nChanged 237
		SP:Iteration 15Q (1997.300000 sec): 3 clusters
  Score: Raw -1063907.577752 + Penalty 4420.185720 = -1059487.392032
  nChanged 212
		SP:Iteration 16Q (1997.320000 sec): 3 clusters
  Score: Raw -1064046.691606 + Penalty 4420.185720 = -1059626.505886
  nChanged 193
		SP:Iteration 17Q (1997.360000 sec): 3 clusters
  Score: Raw -1064175.532479 + Penalty 4420.185720 = -1059755.346759
  nChanged 174
		SP:Iteration 18Q (1997.380000 sec): 3 clusters
  Score: Raw -1064289.211307 + Penalty 4420.185720 = -1059869.025587
  nChanged 167
		SP:Iteration 19Q (1997.420000 sec): 3 clusters
  Score: Raw -1064396.425793 + Penalty 4420.185720 = -1059976.240073
  nChanged 145
		SP:Iteration 20F (1997.440000 sec): 3 clusters
  Score: Raw -1064485.607442 + Penalty 4420.185720 = -1060065.421722
  nChanged 143
		SP:Iteration 21Q (1997.470000 sec): 3 clusters
  Score: Raw -1064562.311198 + Penalty 4420.185720 = -1060142.125478
  nChanged 117
		SP:Iteration 22Q (1997.500000 sec): 3 clusters
  Score: Raw -1064615.670689 + Penalty 4420.185720 = -1060195.484969
  nChanged 82
		SP:Iteration 23Q (1997.530000 sec): 3 clusters
  Score: Raw -1064648.537596 + Penalty 4420.185720 = -1060228.351876
  nChanged 69
		SP:Iteration 24Q (1997.560000 sec): 3 clusters
  Score: Raw -1064673.830556 + Penalty 4420.185720 = -1060253.644836
  nChanged 53
		SP:Iteration 25Q (1997.580000 sec): 3 clusters
  Score: Raw -1064692.360823 + Penalty 4420.185720 = -1060272.175103
  nChanged 37
		SP:Iteration 26Q (1997.610000 sec): 3 clusters
  Score: Raw -1064706.376679 + Penalty 4420.185720 = -1060286.190959
  nChanged 33
		SP:Iteration 27Q (1997.640000 sec): 3 clusters
  Score: Raw -1064716.041436 + Penalty 4420.185720 = -1060295.855716
  nChanged 24
		SP:Iteration 28Q (1997.660000 sec): 3 clusters
  Score: Raw -1064722.634955 + Penalty 4420.185720 = -1060302.449235
  nChanged 21
		SP:Iteration 29Q (1997.690000 sec): 3 clusters
  Score: Raw -1064727.739924 + Penalty 4420.185720 = -1060307.554204
  nChanged 11
		SP:Iteration 30Q (1997.720000 sec): 3 clusters
  Score: Raw -1064729.466567 + Penalty 4420.185720 = -1060309.280847
  nChanged 10
		SP:Iteration 31Q (1997.740000 sec): 3 clusters
  Score: Raw -1064731.280864 + Penalty 4420.185720 = -1060311.095144
  nChanged 4
		SP:Iteration 32Q (1997.770000 sec): 3 clusters
  Score: Raw -1064731.921003 + Penalty 4420.185720 = -1060311.735283
  nChanged 3
		SP:Iteration 33Q (1997.800000 sec): 3 clusters
  Score: Raw -1064732.536577 + Penalty 4420.185720 = -1060312.350857
  nChanged 4
		SP:Iteration 34Q (1997.820000 sec): 3 clusters
  Score: Raw -1064733.339951 + Penalty 4420.185720 = -1060313.154231
  nChanged 5
		SP:Iteration 35Q (1997.850000 sec): 3 clusters
  Score: Raw -1064734.241469 + Penalty 4420.185720 = -1060314.055749
  nChanged 8
		SP:Iteration 36Q (1997.880000 sec): 3 clusters
  Score: Raw -1064735.896437 + Penalty 4420.185720 = -1060315.710717
  nChanged 2
		SP:Iteration 37Q (1997.910000 sec): 3 clusters
  Score: Raw -1064736.257178 + Penalty 4420.185720 = -1060316.071458
  nChanged 1
		SP:Iteration 38Q (1997.930000 sec): 3 clusters
  Score: Raw -1064736.415549 + Penalty 4420.185720 = -1060316.229829
  nChanged 2
		SP:Iteration 39Q (1997.960000 sec): 3 clusters
  Score: Raw -1064736.746473 + Penalty 4420.185720 = -1060316.560753
  nChanged 3
		SP:Iteration 40F (1997.990000 sec): 3 clusters
  Score: Raw -1064737.632759 + Penalty 4420.185720 = -1060317.447039
  nChanged 2
		SP:Iteration 41Q (1998.020000 sec): 3 clusters
  Score: Raw -1064738.336293 + Penalty 4420.185720 = -1060318.150573
  nChanged 2
		SP:Iteration 42Q (1998.040000 sec): 3 clusters
  Score: Raw -1064738.582566 + Penalty 4420.185720 = -1060318.396846
  nChanged 2
		SP:Iteration 43Q (1998.070000 sec): 3 clusters
  Score: Raw -1064739.021797 + Penalty 4420.185720 = -1060318.836077
  nChanged 3
		SP:Iteration 44Q (1998.100000 sec): 3 clusters
  Score: Raw -1064739.685437 + Penalty 4420.185720 = -1060319.499717
  nChanged 2
		SP:Iteration 45Q (1998.120000 sec): 3 clusters
  Score: Raw -1064740.254988 + Penalty 4420.185720 = -1060320.069268
  nChanged 1
		SP:Iteration 46Q (1998.150000 sec): 3 clusters
  Score: Raw -1064740.351446 + Penalty 4420.185720 = -1060320.165726
  nChanged 2
		SP:Iteration 47Q (1998.180000 sec): 3 clusters
  Score: Raw -1064740.649621 + Penalty 4420.185720 = -1060320.463901
  nChanged 0
		SP:Iteration 48F (1998.200000 sec): 3 clusters
  Score: Raw -1064740.649621 + Penalty 4420.185720 = -1060320.463901
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1998.210000 sec): 2 clusters
  Score: Raw -44434.578259 + Penalty 1441.904372 = -42992.673887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1998.210000 sec): 3 clusters
  Score: Raw -44591.006584 + Penalty 2883.808744 = -41707.197840
  nChanged 54
		SP:Iteration 1F (1998.220000 sec): 3 clusters
  Score: Raw -44814.961638 + Penalty 2883.808744 = -41931.152894
  nChanged 20
		SP:Iteration 2F (1998.220000 sec): 3 clusters
  Score: Raw -44951.940453 + Penalty 2883.808744 = -42068.131709
  nChanged 13
		SP:Iteration 3Q (1998.220000 sec): 3 clusters
  Score: Raw -45071.722015 + Penalty 2883.808744 = -42187.913271
  nChanged 13
		SP:Iteration 4Q (1998.220000 sec): 3 clusters
  Score: Raw -45219.794848 + Penalty 2883.808744 = -42335.986104
  nChanged 6
		SP:Iteration 5Q (1998.220000 sec): 3 clusters
  Score: Raw -45270.537284 + Penalty 2883.808744 = -42386.728540
  nChanged 7
		SP:Iteration 6Q (1998.220000 sec): 3 clusters
  Score: Raw -45341.812424 + Penalty 2883.808744 = -42458.003680
  nChanged 7
		SP:Iteration 7Q (1998.220000 sec): 3 clusters
  Score: Raw -45499.165322 + Penalty 2883.808744 = -42615.356578
  nChanged 7
		SP:Iteration 8Q (1998.220000 sec): 3 clusters
  Score: Raw -45567.450755 + Penalty 2883.808744 = -42683.642011
  nChanged 2
		SP:Iteration 9Q (1998.220000 sec): 3 clusters
  Score: Raw -45585.912608 + Penalty 2883.808744 = -42702.103864
  nChanged 4
		SP:Iteration 10Q (1998.220000 sec): 3 clusters
  Score: Raw -45718.334339 + Penalty 2883.808744 = -42834.525595
  nChanged 2
		SP:Iteration 11Q (1998.230000 sec): 3 clusters
  Score: Raw -45803.403452 + Penalty 2883.808744 = -42919.594708
  nChanged 1
		SP:Iteration 12Q (1998.230000 sec): 3 clusters
  Score: Raw -45808.698212 + Penalty 2883.808744 = -42924.889469
  nChanged 0
		SP:Iteration 13F (1998.230000 sec): 3 clusters
  Score: Raw -45808.698212 + Penalty 2883.808744 = -42924.889469
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1998.240000 sec): 2 clusters
  Score: Raw -280744.306061 + Penalty 1887.491492 = -278856.814569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1998.240000 sec): 3 clusters
  Score: Raw -280112.897492 + Penalty 3774.982984 = -276337.914508
  nChanged 699
		SP:Iteration 1F (1998.250000 sec): 3 clusters
  Score: Raw -280980.869194 + Penalty 3774.982984 = -277205.886210
  nChanged 261
		SP:Iteration 2F (1998.260000 sec): 3 clusters
  Score: Raw -281398.776364 + Penalty 3774.982984 = -277623.793380
  nChanged 179
		SP:Iteration 3F (1998.270000 sec): 3 clusters
  Score: Raw -281676.538555 + Penalty 3774.982984 = -277901.555571
  nChanged 129
		SP:Iteration 4F (1998.280000 sec): 3 clusters
  Score: Raw -281910.697782 + Penalty 3774.982984 = -278135.714798
  nChanged 94
		SP:Iteration 5Q (1998.280000 sec): 3 clusters
  Score: Raw -282159.394248 + Penalty 3774.982984 = -278384.411264
  nChanged 77
		SP:Iteration 6Q (1998.290000 sec): 3 clusters
  Score: Raw -282356.184432 + Penalty 3774.982984 = -278581.201448
  nChanged 57
		SP:Iteration 7Q (1998.300000 sec): 3 clusters
  Score: Raw -282473.084117 + Penalty 3774.982984 = -278698.101133
  nChanged 36
		SP:Iteration 8Q (1998.310000 sec): 3 clusters
  Score: Raw -282513.930518 + Penalty 3774.982984 = -278738.947534
  nChanged 17
		SP:Iteration 9Q (1998.320000 sec): 3 clusters
  Score: Raw -282534.017632 + Penalty 3774.982984 = -278759.034648
  nChanged 7
		SP:Iteration 10Q (1998.320000 sec): 3 clusters
  Score: Raw -282543.099768 + Penalty 3774.982984 = -278768.116784
  nChanged 1
		SP:Iteration 11Q (1998.330000 sec): 3 clusters
  Score: Raw -282543.437020 + Penalty 3774.982984 = -278768.454036
  nChanged 0
		SP:Iteration 12F (1998.340000 sec): 3 clusters
  Score: Raw -282543.437020 + Penalty 3774.982984 = -278768.454036
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (20609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1998.420000 sec): 2 clusters
  Score: Raw -2892756.496196 + Penalty 2463.503822 = -2890292.992374
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1998.500000 sec): 3 clusters
  Score: Raw -2880775.191641 + Penalty 4927.007644 = -2875848.183997
  nChanged 9077
		SP:Iteration 1F (1998.580000 sec): 3 clusters
  Score: Raw -2885895.824823 + Penalty 4927.007644 = -2880968.817179
  nChanged 1145
		SP:Iteration 2F (1998.670000 sec): 3 clusters
  Score: Raw -2886394.461819 + Penalty 4927.007644 = -2881467.454175
  nChanged 1019
		SP:Iteration 3Q (1998.750000 sec): 3 clusters
  Score: Raw -2886827.653948 + Penalty 4927.007644 = -2881900.646304
  nChanged 928
		SP:Iteration 4Q (1998.840000 sec): 3 clusters
  Score: Raw -2887222.112589 + Penalty 4927.007644 = -2882295.104945
  nChanged 916
		SP:Iteration 5Q (1998.920000 sec): 3 clusters
  Score: Raw -2887640.742239 + Penalty 4927.007644 = -2882713.734595
  nChanged 929
		SP:Iteration 6Q (1999.010000 sec): 3 clusters
  Score: Raw -2888098.523381 + Penalty 4927.007644 = -2883171.515737
  nChanged 948
		SP:Iteration 7Q (1999.090000 sec): 3 clusters
  Score: Raw -2888578.161791 + Penalty 4927.007644 = -2883651.154148
  nChanged 939
		SP:Iteration 8Q (1999.180000 sec): 3 clusters
  Score: Raw -2889080.930773 + Penalty 4927.007644 = -2884153.923129
  nChanged 944
		SP:Iteration 9Q (1999.260000 sec): 3 clusters
  Score: Raw -2889624.904768 + Penalty 4927.007644 = -2884697.897124
  nChanged 865
		SP:Iteration 10Q (1999.350000 sec): 3 clusters
  Score: Raw -2890189.625773 + Penalty 4927.007644 = -2885262.618130
  nChanged 804
		SP:Iteration 11Q (1999.430000 sec): 3 clusters
  Score: Raw -2890889.907447 + Penalty 4927.007644 = -2885962.899804
  nChanged 762
		SP:Iteration 12Q (1999.520000 sec): 3 clusters
  Score: Raw -2891632.310465 + Penalty 4927.007644 = -2886705.302821
  nChanged 654
		SP:Iteration 13Q (1999.600000 sec): 3 clusters
  Score: Raw -2892224.344159 + Penalty 4927.007644 = -2887297.336516
  nChanged 540
		SP:Iteration 14Q (1999.680000 sec): 3 clusters
  Score: Raw -2892577.464525 + Penalty 4927.007644 = -2887650.456881
  nChanged 387
		SP:Iteration 15Q (1999.760000 sec): 3 clusters
  Score: Raw -2892794.860663 + Penalty 4927.007644 = -2887867.853020
  nChanged 312
		SP:Iteration 16Q (1999.830000 sec): 3 clusters
  Score: Raw -2892936.005119 + Penalty 4927.007644 = -2888008.997476
  nChanged 215
		SP:Iteration 17Q (1999.900000 sec): 3 clusters
  Score: Raw -2893017.677920 + Penalty 4927.007644 = -2888090.670276
  nChanged 168
		SP:Iteration 18Q (1999.980000 sec): 3 clusters
  Score: Raw -2893072.753757 + Penalty 4927.007644 = -2888145.746113
  nChanged 129
		SP:Iteration 19Q (2000.050000 sec): 3 clusters
  Score: Raw -2893108.637474 + Penalty 4927.007644 = -2888181.629830
  nChanged 90
		SP:Iteration 20F (2000.130000 sec): 3 clusters
  Score: Raw -2893133.616876 + Penalty 4927.007644 = -2888206.609232
  nChanged 97
		SP:Iteration 21Q (2000.200000 sec): 3 clusters
  Score: Raw -2893156.152147 + Penalty 4927.007644 = -2888229.144503
  nChanged 68
		SP:Iteration 22Q (2000.270000 sec): 3 clusters
  Score: Raw -2893170.233178 + Penalty 4927.007644 = -2888243.225535
  nChanged 66
		SP:Iteration 23Q (2000.340000 sec): 3 clusters
  Score: Raw -2893184.791436 + Penalty 4927.007644 = -2888257.783792
  nChanged 58
		SP:Iteration 24Q (2000.420000 sec): 3 clusters
  Score: Raw -2893196.286492 + Penalty 4927.007644 = -2888269.278848
  nChanged 50
		SP:Iteration 25Q (2000.490000 sec): 3 clusters
  Score: Raw -2893204.217241 + Penalty 4927.007644 = -2888277.209598
  nChanged 25
		SP:Iteration 26Q (2000.560000 sec): 3 clusters
  Score: Raw -2893207.220101 + Penalty 4927.007644 = -2888280.212457
  nChanged 16
		SP:Iteration 27Q (2000.630000 sec): 3 clusters
  Score: Raw -2893209.336548 + Penalty 4927.007644 = -2888282.328905
  nChanged 13
		SP:Iteration 28Q (2000.700000 sec): 3 clusters
  Score: Raw -2893210.990128 + Penalty 4927.007644 = -2888283.982484
  nChanged 14
		SP:Iteration 29Q (2000.770000 sec): 3 clusters
  Score: Raw -2893212.502610 + Penalty 4927.007644 = -2888285.494967
  nChanged 9
		SP:Iteration 30Q (2000.840000 sec): 3 clusters
  Score: Raw -2893213.617271 + Penalty 4927.007644 = -2888286.609627
  nChanged 10
		SP:Iteration 31Q (2000.910000 sec): 3 clusters
  Score: Raw -2893214.754834 + Penalty 4927.007644 = -2888287.747190
  nChanged 6
		SP:Iteration 32Q (2000.980000 sec): 3 clusters
  Score: Raw -2893215.318923 + Penalty 4927.007644 = -2888288.311280
  nChanged 10
		SP:Iteration 33Q (2001.050000 sec): 3 clusters
  Score: Raw -2893216.728161 + Penalty 4927.007644 = -2888289.720518
  nChanged 7
		SP:Iteration 34Q (2001.120000 sec): 3 clusters
  Score: Raw -2893217.567029 + Penalty 4927.007644 = -2888290.559385
  nChanged 8
		SP:Iteration 35Q (2001.190000 sec): 3 clusters
  Score: Raw -2893218.778027 + Penalty 4927.007644 = -2888291.770384
  nChanged 8
		SP:Iteration 36Q (2001.260000 sec): 3 clusters
  Score: Raw -2893219.761094 + Penalty 4927.007644 = -2888292.753450
  nChanged 5
		SP:Iteration 37Q (2001.330000 sec): 3 clusters
  Score: Raw -2893220.315995 + Penalty 4927.007644 = -2888293.308351
  nChanged 7
		SP:Iteration 38Q (2001.400000 sec): 3 clusters
  Score: Raw -2893221.217140 + Penalty 4927.007644 = -2888294.209496
  nChanged 7
		SP:Iteration 39Q (2001.470000 sec): 3 clusters
  Score: Raw -2893222.226703 + Penalty 4927.007644 = -2888295.219059
  nChanged 11
		SP:Iteration 40F (2001.550000 sec): 3 clusters
  Score: Raw -2893223.288068 + Penalty 4927.007644 = -2888296.280424
  nChanged 8
		SP:Iteration 41Q (2001.620000 sec): 3 clusters
  Score: Raw -2893224.495817 + Penalty 4927.007644 = -2888297.488174
  nChanged 9
		SP:Iteration 42Q (2001.690000 sec): 3 clusters
  Score: Raw -2893226.201089 + Penalty 4927.007644 = -2888299.193446
  nChanged 11
		SP:Iteration 43Q (2001.760000 sec): 3 clusters
  Score: Raw -2893227.518603 + Penalty 4927.007644 = -2888300.510959
  nChanged 13
		SP:Iteration 44Q (2001.830000 sec): 3 clusters
  Score: Raw -2893228.874823 + Penalty 4927.007644 = -2888301.867180
  nChanged 7
		SP:Iteration 45Q (2001.900000 sec): 3 clusters
  Score: Raw -2893229.588307 + Penalty 4927.007644 = -2888302.580664
  nChanged 9
		SP:Iteration 46Q (2001.970000 sec): 3 clusters
  Score: Raw -2893230.657190 + Penalty 4927.007644 = -2888303.649546
  nChanged 7
		SP:Iteration 47Q (2002.040000 sec): 3 clusters
  Score: Raw -2893231.351117 + Penalty 4927.007644 = -2888304.343473
  nChanged 2
		SP:Iteration 48Q (2002.110000 sec): 3 clusters
  Score: Raw -2893231.477405 + Penalty 4927.007644 = -2888304.469761
  nChanged 2
		SP:Iteration 49Q (2002.180000 sec): 3 clusters
  Score: Raw -2893231.723631 + Penalty 4927.007644 = -2888304.715987
  nChanged 4
		SP:Iteration 50Q (2002.250000 sec): 3 clusters
  Score: Raw -2893232.603599 + Penalty 4927.007644 = -2888305.595956
  nChanged 7
		SP:Iteration 51Q (2002.320000 sec): 3 clusters
  Score: Raw -2893233.338520 + Penalty 4927.007644 = -2888306.330876
  nChanged 8
		SP:Iteration 52Q (2002.390000 sec): 3 clusters
  Score: Raw -2893234.332365 + Penalty 4927.007644 = -2888307.324721
  nChanged 6
		SP:Iteration 53Q (2002.460000 sec): 3 clusters
  Score: Raw -2893235.163330 + Penalty 4927.007644 = -2888308.155687
  nChanged 4
		SP:Iteration 54Q (2002.530000 sec): 3 clusters
  Score: Raw -2893235.404502 + Penalty 4927.007644 = -2888308.396858
  nChanged 2
		SP:Iteration 55Q (2002.600000 sec): 3 clusters
  Score: Raw -2893235.671173 + Penalty 4927.007644 = -2888308.663530
  nChanged 2
		SP:Iteration 56Q (2002.660000 sec): 3 clusters
  Score: Raw -2893235.794846 + Penalty 4927.007644 = -2888308.787202
  nChanged 1
		SP:Iteration 57Q (2002.730000 sec): 3 clusters
  Score: Raw -2893235.864472 + Penalty 4927.007644 = -2888308.856829
  nChanged 0
		SP:Iteration 58F (2002.820000 sec): 3 clusters
  Score: Raw -2893235.864472 + Penalty 4927.007644 = -2888308.856829
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (42763 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2002.970000 sec): 2 clusters
  Score: Raw -6598290.017478 + Penalty 2644.530273 = -6595645.487205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2003.150000 sec): 3 clusters
  Score: Raw -6571944.341942 + Penalty 5289.060547 = -6566655.281395
  nChanged 19675
		SP:Iteration 1F (2003.320000 sec): 3 clusters
  Score: Raw -6582700.926892 + Penalty 5289.060547 = -6577411.866346
  nChanged 1778
		SP:Iteration 2Q (2003.500000 sec): 3 clusters
  Score: Raw -6583205.305794 + Penalty 5289.060547 = -6577916.245247
  nChanged 1659
		SP:Iteration 3Q (2003.680000 sec): 3 clusters
  Score: Raw -6583679.914402 + Penalty 5289.060547 = -6578390.853855
  nChanged 1579
		SP:Iteration 4Q (2003.860000 sec): 3 clusters
  Score: Raw -6584157.551412 + Penalty 5289.060547 = -6578868.490865
  nChanged 1565
		SP:Iteration 5Q (2004.030000 sec): 3 clusters
  Score: Raw -6584673.784492 + Penalty 5289.060547 = -6579384.723945
  nChanged 1566
		SP:Iteration 6Q (2004.210000 sec): 3 clusters
  Score: Raw -6585233.954647 + Penalty 5289.060547 = -6579944.894101
  nChanged 1607
		SP:Iteration 7Q (2004.390000 sec): 3 clusters
  Score: Raw -6585895.471531 + Penalty 5289.060547 = -6580606.410984
  nChanged 1714
		SP:Iteration 8Q (2004.560000 sec): 3 clusters
  Score: Raw -6586764.909896 + Penalty 5289.060547 = -6581475.849349
  nChanged 1908
		SP:Iteration 9Q (2004.740000 sec): 3 clusters
  Score: Raw -6587839.950793 + Penalty 5289.060547 = -6582550.890246
  nChanged 1998
		SP:Iteration 10Q (2004.920000 sec): 3 clusters
  Score: Raw -6589103.194131 + Penalty 5289.060547 = -6583814.133585
  nChanged 2060
		SP:Iteration 11Q (2005.090000 sec): 3 clusters
  Score: Raw -6590388.947115 + Penalty 5289.060547 = -6585099.886568
  nChanged 1933
		SP:Iteration 12Q (2005.270000 sec): 3 clusters
  Score: Raw -6591483.720005 + Penalty 5289.060547 = -6586194.659458
  nChanged 1717
		SP:Iteration 13Q (2005.440000 sec): 3 clusters
  Score: Raw -6592350.088838 + Penalty 5289.060547 = -6587061.028292
  nChanged 1462
		SP:Iteration 14Q (2005.610000 sec): 3 clusters
  Score: Raw -6593019.056397 + Penalty 5289.060547 = -6587729.995850
  nChanged 1303
		SP:Iteration 15Q (2005.780000 sec): 3 clusters
  Score: Raw -6593603.180668 + Penalty 5289.060547 = -6588314.120121
  nChanged 1266
		SP:Iteration 16Q (2005.940000 sec): 3 clusters
  Score: Raw -6594200.292825 + Penalty 5289.060547 = -6588911.232278
  nChanged 1224
		SP:Iteration 17Q (2006.100000 sec): 3 clusters
  Score: Raw -6594804.239951 + Penalty 5289.060547 = -6589515.179404
  nChanged 1211
		SP:Iteration 18Q (2006.260000 sec): 3 clusters
  Score: Raw -6595428.809880 + Penalty 5289.060547 = -6590139.749333
  nChanged 1137
		SP:Iteration 19Q (2006.420000 sec): 3 clusters
  Score: Raw -6596024.155592 + Penalty 5289.060547 = -6590735.095045
  nChanged 984
		SP:Iteration 20F (2006.590000 sec): 3 clusters
  Score: Raw -6596559.834855 + Penalty 5289.060547 = -6591270.774309
  nChanged 856
		SP:Iteration 21Q (2006.740000 sec): 3 clusters
  Score: Raw -6597044.746906 + Penalty 5289.060547 = -6591755.686359
  nChanged 758
		SP:Iteration 22Q (2006.880000 sec): 3 clusters
  Score: Raw -6597494.822111 + Penalty 5289.060547 = -6592205.761565
  nChanged 580
		SP:Iteration 23Q (2007.020000 sec): 3 clusters
  Score: Raw -6597855.935873 + Penalty 5289.060547 = -6592566.875326
  nChanged 446
		SP:Iteration 24Q (2007.160000 sec): 3 clusters
  Score: Raw -6598137.911724 + Penalty 5289.060547 = -6592848.851177
  nChanged 325
		SP:Iteration 25Q (2007.290000 sec): 3 clusters
  Score: Raw -6598335.725464 + Penalty 5289.060547 = -6593046.664918
  nChanged 240
		SP:Iteration 26Q (2007.420000 sec): 3 clusters
  Score: Raw -6598479.092879 + Penalty 5289.060547 = -6593190.032332
  nChanged 179
		SP:Iteration 27Q (2007.560000 sec): 3 clusters
  Score: Raw -6598584.925115 + Penalty 5289.060547 = -6593295.864568
  nChanged 135
		SP:Iteration 28Q (2007.690000 sec): 3 clusters
  Score: Raw -6598668.711340 + Penalty 5289.060547 = -6593379.650794
  nChanged 104
		SP:Iteration 29Q (2007.820000 sec): 3 clusters
  Score: Raw -6598736.604353 + Penalty 5289.060547 = -6593447.543806
  nChanged 90
		SP:Iteration 30Q (2007.940000 sec): 3 clusters
  Score: Raw -6598797.228736 + Penalty 5289.060547 = -6593508.168190
  nChanged 81
		SP:Iteration 31Q (2008.070000 sec): 3 clusters
  Score: Raw -6598854.059745 + Penalty 5289.060547 = -6593564.999199
  nChanged 62
		SP:Iteration 32Q (2008.200000 sec): 3 clusters
  Score: Raw -6598897.407892 + Penalty 5289.060547 = -6593608.347345
  nChanged 49
		SP:Iteration 33Q (2008.320000 sec): 3 clusters
  Score: Raw -6598940.769489 + Penalty 5289.060547 = -6593651.708943
  nChanged 50
		SP:Iteration 34Q (2008.450000 sec): 3 clusters
  Score: Raw -6598981.093324 + Penalty 5289.060547 = -6593692.032777
  nChanged 49
		SP:Iteration 35Q (2008.570000 sec): 3 clusters
  Score: Raw -6599024.383962 + Penalty 5289.060547 = -6593735.323415
  nChanged 40
		SP:Iteration 36Q (2008.700000 sec): 3 clusters
  Score: Raw -6599058.185340 + Penalty 5289.060547 = -6593769.124794
  nChanged 40
		SP:Iteration 37Q (2008.820000 sec): 3 clusters
  Score: Raw -6599094.347923 + Penalty 5289.060547 = -6593805.287376
  nChanged 47
		SP:Iteration 38Q (2008.940000 sec): 3 clusters
  Score: Raw -6599137.571489 + Penalty 5289.060547 = -6593848.510942
  nChanged 37
		SP:Iteration 39Q (2009.070000 sec): 3 clusters
  Score: Raw -6599170.357837 + Penalty 5289.060547 = -6593881.297290
  nChanged 30
		SP:Iteration 40F (2009.240000 sec): 3 clusters
  Score: Raw -6599221.137070 + Penalty 5289.060547 = -6593932.076523
  nChanged 39
		SP:Iteration 41Q (2009.360000 sec): 3 clusters
  Score: Raw -6599270.476647 + Penalty 5289.060547 = -6593981.416101
  nChanged 43
		SP:Iteration 42Q (2009.480000 sec): 3 clusters
  Score: Raw -6599321.410146 + Penalty 5289.060547 = -6594032.349599
  nChanged 49
		SP:Iteration 43Q (2009.600000 sec): 3 clusters
  Score: Raw -6599387.779736 + Penalty 5289.060547 = -6594098.719190
  nChanged 41
		SP:Iteration 44Q (2009.730000 sec): 3 clusters
  Score: Raw -6599441.201773 + Penalty 5289.060547 = -6594152.141226
  nChanged 30
		SP:Iteration 45Q (2009.850000 sec): 3 clusters
  Score: Raw -6599483.701686 + Penalty 5289.060547 = -6594194.641139
  nChanged 20
		SP:Iteration 46Q (2009.970000 sec): 3 clusters
  Score: Raw -6599512.056741 + Penalty 5289.060547 = -6594222.996194
  nChanged 25
		SP:Iteration 47Q (2010.090000 sec): 3 clusters
  Score: Raw -6599553.742429 + Penalty 5289.060547 = -6594264.681882
  nChanged 23
		SP:Iteration 48Q (2010.210000 sec): 3 clusters
  Score: Raw -6599582.420395 + Penalty 5289.060547 = -6594293.359848
  nChanged 14
		SP:Iteration 49Q (2010.340000 sec): 3 clusters
  Score: Raw -6599603.197650 + Penalty 5289.060547 = -6594314.137103
  nChanged 11
		SP:Iteration 50Q (2010.460000 sec): 3 clusters
  Score: Raw -6599623.568308 + Penalty 5289.060547 = -6594334.507761
  nChanged 5
		SP:Iteration 51Q (2010.580000 sec): 3 clusters
  Score: Raw -6599630.602803 + Penalty 5289.060547 = -6594341.542256
  nChanged 6
		SP:Iteration 52Q (2010.700000 sec): 3 clusters
  Score: Raw -6599636.834646 + Penalty 5289.060547 = -6594347.774099
  nChanged 3
		SP:Iteration 53Q (2010.820000 sec): 3 clusters
  Score: Raw -6599642.749869 + Penalty 5289.060547 = -6594353.689322
  nChanged 2
		SP:Iteration 54Q (2010.940000 sec): 3 clusters
  Score: Raw -6599645.149825 + Penalty 5289.060547 = -6594356.089278
  nChanged 1
		SP:Iteration 55Q (2011.060000 sec): 3 clusters
  Score: Raw -6599646.273200 + Penalty 5289.060547 = -6594357.212654
  nChanged 0
		SP:Iteration 56F (2011.220000 sec): 3 clusters
  Score: Raw -6599647.313885 + Penalty 5289.060547 = -6594358.253338
  nChanged 1
		SP:Iteration 57Q (2011.340000 sec): 3 clusters
  Score: Raw -6599647.953923 + Penalty 5289.060547 = -6594358.893376
  nChanged 0
		SP:Iteration 58F (2011.520000 sec): 3 clusters
  Score: Raw -6599647.953923 + Penalty 5289.060547 = -6594358.893376
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119965 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2011.940000 sec): 2 clusters
  Score: Raw -17483351.979701 + Penalty 2900.348918 = -17480451.630783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2012.430000 sec): 3 clusters
  Score: Raw -17406003.874056 + Penalty 5800.697835 = -17400203.176221
  nChanged 57081
		SP:Iteration 1F (2012.920000 sec): 3 clusters
  Score: Raw -17439752.677004 + Penalty 5800.697835 = -17433951.979169
  nChanged 5138
		SP:Iteration 2Q (2013.410000 sec): 3 clusters
  Score: Raw -17441643.703377 + Penalty 5800.697835 = -17435843.005542
  nChanged 6120
		SP:Iteration 3F (2013.900000 sec): 3 clusters
  Score: Raw -17444439.826962 + Penalty 5800.697835 = -17438639.129127
  nChanged 7106
		SP:Iteration 4F (2014.380000 sec): 3 clusters
  Score: Raw -17448321.318847 + Penalty 5800.697835 = -17442520.621012
  nChanged 7705
		SP:Iteration 5F (2014.860000 sec): 3 clusters
  Score: Raw -17452802.230789 + Penalty 5800.697835 = -17447001.532954
  nChanged 7565
		SP:Iteration 6F (2015.350000 sec): 3 clusters
  Score: Raw -17457365.547453 + Penalty 5800.697835 = -17451564.849618
  nChanged 6942
		SP:Iteration 7F (2015.840000 sec): 3 clusters
  Score: Raw -17461525.591094 + Penalty 5800.697835 = -17455724.893259
  nChanged 5975
		SP:Iteration 8Q (2016.330000 sec): 3 clusters
  Score: Raw -17465136.644304 + Penalty 5800.697835 = -17459335.946469
  nChanged 5185
		SP:Iteration 9Q (2016.810000 sec): 3 clusters
  Score: Raw -17468466.237553 + Penalty 5800.697835 = -17462665.539718
  nChanged 4505
		SP:Iteration 10Q (2017.300000 sec): 3 clusters
  Score: Raw -17471411.625271 + Penalty 5800.697835 = -17465610.927436
  nChanged 3841
		SP:Iteration 11Q (2017.760000 sec): 3 clusters
  Score: Raw -17474051.836169 + Penalty 5800.697835 = -17468251.138334
  nChanged 3256
		SP:Iteration 12Q (2018.210000 sec): 3 clusters
  Score: Raw -17476378.878276 + Penalty 5800.697835 = -17470578.180441
  nChanged 2569
		SP:Iteration 13Q (2018.640000 sec): 3 clusters
  Score: Raw -17478168.762328 + Penalty 5800.697835 = -17472368.064493
  nChanged 2072
		SP:Iteration 14Q (2019.050000 sec): 3 clusters
  Score: Raw -17479619.006711 + Penalty 5800.697835 = -17473818.308876
  nChanged 1656
		SP:Iteration 15Q (2019.440000 sec): 3 clusters
  Score: Raw -17480770.628086 + Penalty 5800.697835 = -17474969.930251
  nChanged 1302
		SP:Iteration 16Q (2019.820000 sec): 3 clusters
  Score: Raw -17481636.220921 + Penalty 5800.697835 = -17475835.523086
  nChanged 900
		SP:Iteration 17Q (2020.190000 sec): 3 clusters
  Score: Raw -17482226.577703 + Penalty 5800.697835 = -17476425.879868
  nChanged 704
		SP:Iteration 18Q (2020.550000 sec): 3 clusters
  Score: Raw -17482703.025290 + Penalty 5800.697835 = -17476902.327455
  nChanged 463
		SP:Iteration 19Q (2020.910000 sec): 3 clusters
  Score: Raw -17483003.985491 + Penalty 5800.697835 = -17477203.287656
  nChanged 329
		SP:Iteration 20F (2021.390000 sec): 3 clusters
  Score: Raw -17483224.493698 + Penalty 5800.697835 = -17477423.795863
  nChanged 237
		SP:Iteration 21Q (2021.740000 sec): 3 clusters
  Score: Raw -17483361.673579 + Penalty 5800.697835 = -17477560.975744
  nChanged 175
		SP:Iteration 22Q (2022.090000 sec): 3 clusters
  Score: Raw -17483462.246049 + Penalty 5800.697835 = -17477661.548214
  nChanged 134
		SP:Iteration 23Q (2022.430000 sec): 3 clusters
  Score: Raw -17483528.041345 + Penalty 5800.697835 = -17477727.343510
  nChanged 92
		SP:Iteration 24Q (2022.780000 sec): 3 clusters
  Score: Raw -17483570.008544 + Penalty 5800.697835 = -17477769.310709
  nChanged 67
		SP:Iteration 25Q (2023.130000 sec): 3 clusters
  Score: Raw -17483600.363486 + Penalty 5800.697835 = -17477799.665651
  nChanged 43
		SP:Iteration 26Q (2023.470000 sec): 3 clusters
  Score: Raw -17483619.456392 + Penalty 5800.697835 = -17477818.758557
  nChanged 38
		SP:Iteration 27Q (2023.820000 sec): 3 clusters
  Score: Raw -17483635.244602 + Penalty 5800.697835 = -17477834.546767
  nChanged 31
		SP:Iteration 28Q (2024.170000 sec): 3 clusters
  Score: Raw -17483648.166992 + Penalty 5800.697835 = -17477847.469157
  nChanged 20
		SP:Iteration 29Q (2024.510000 sec): 3 clusters
  Score: Raw -17483655.650796 + Penalty 5800.697835 = -17477854.952961
  nChanged 24
		SP:Iteration 30Q (2024.850000 sec): 3 clusters
  Score: Raw -17483665.094208 + Penalty 5800.697835 = -17477864.396373
  nChanged 18
		SP:Iteration 31Q (2025.200000 sec): 3 clusters
  Score: Raw -17483671.743267 + Penalty 5800.697835 = -17477871.045432
  nChanged 16
		SP:Iteration 32Q (2025.540000 sec): 3 clusters
  Score: Raw -17483679.097813 + Penalty 5800.697835 = -17477878.399978
  nChanged 19
		SP:Iteration 33Q (2025.890000 sec): 3 clusters
  Score: Raw -17483687.352037 + Penalty 5800.697835 = -17477886.654202
  nChanged 23
		SP:Iteration 34Q (2026.230000 sec): 3 clusters
  Score: Raw -17483698.331721 + Penalty 5800.697835 = -17477897.633886
  nChanged 23
		SP:Iteration 35Q (2026.570000 sec): 3 clusters
  Score: Raw -17483709.070185 + Penalty 5800.697835 = -17477908.372350
  nChanged 26
		SP:Iteration 36Q (2026.910000 sec): 3 clusters
  Score: Raw -17483721.483228 + Penalty 5800.697835 = -17477920.785393
  nChanged 21
		SP:Iteration 37Q (2027.250000 sec): 3 clusters
  Score: Raw -17483731.065161 + Penalty 5800.697835 = -17477930.367326
  nChanged 16
		SP:Iteration 38Q (2027.600000 sec): 3 clusters
  Score: Raw -17483737.627480 + Penalty 5800.697835 = -17477936.929645
  nChanged 10
		SP:Iteration 39Q (2027.940000 sec): 3 clusters
  Score: Raw -17483741.805756 + Penalty 5800.697835 = -17477941.107921
  nChanged 12
		SP:Iteration 40F (2028.420000 sec): 3 clusters
  Score: Raw -17483747.755574 + Penalty 5800.697835 = -17477947.057739
  nChanged 7
		SP:Iteration 41Q (2028.760000 sec): 3 clusters
  Score: Raw -17483751.318942 + Penalty 5800.697835 = -17477950.621107
  nChanged 6
		SP:Iteration 42Q (2029.110000 sec): 3 clusters
  Score: Raw -17483753.445247 + Penalty 5800.697835 = -17477952.747412
  nChanged 5
		SP:Iteration 43Q (2029.450000 sec): 3 clusters
  Score: Raw -17483755.558888 + Penalty 5800.697835 = -17477954.861053
  nChanged 5
		SP:Iteration 44Q (2029.790000 sec): 3 clusters
  Score: Raw -17483757.752075 + Penalty 5800.697835 = -17477957.054240
  nChanged 3
		SP:Iteration 45Q (2030.140000 sec): 3 clusters
  Score: Raw -17483759.729115 + Penalty 5800.697835 = -17477959.031280
  nChanged 3
		SP:Iteration 46Q (2030.480000 sec): 3 clusters
  Score: Raw -17483760.577013 + Penalty 5800.697835 = -17477959.879178
  nChanged 0
		SP:Iteration 47F (2030.960000 sec): 3 clusters
  Score: Raw -17483760.577013 + Penalty 5800.697835 = -17477959.879178
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11717 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2031.040000 sec): 2 clusters
  Score: Raw -1787233.162472 + Penalty 2323.461422 = -1784909.701049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2031.090000 sec): 3 clusters
  Score: Raw -1780792.892654 + Penalty 4646.922845 = -1776145.969810
  nChanged 4910
		SP:Iteration 1F (2031.130000 sec): 3 clusters
  Score: Raw -1783313.337256 + Penalty 4646.922845 = -1778666.414411
  nChanged 736
		SP:Iteration 2F (2031.180000 sec): 3 clusters
  Score: Raw -1783608.925093 + Penalty 4646.922845 = -1778962.002249
  nChanged 539
		SP:Iteration 3Q (2031.230000 sec): 3 clusters
  Score: Raw -1783822.956275 + Penalty 4646.922845 = -1779176.033431
  nChanged 476
		SP:Iteration 4Q (2031.270000 sec): 3 clusters
  Score: Raw -1783988.298296 + Penalty 4646.922845 = -1779341.375452
  nChanged 348
		SP:Iteration 5Q (2031.320000 sec): 3 clusters
  Score: Raw -1784107.756905 + Penalty 4646.922845 = -1779460.834060
  nChanged 330
		SP:Iteration 6Q (2031.360000 sec): 3 clusters
  Score: Raw -1784218.355761 + Penalty 4646.922845 = -1779571.432916
  nChanged 284
		SP:Iteration 7Q (2031.410000 sec): 3 clusters
  Score: Raw -1784322.962813 + Penalty 4646.922845 = -1779676.039968
  nChanged 301
		SP:Iteration 8Q (2031.460000 sec): 3 clusters
  Score: Raw -1784447.676748 + Penalty 4646.922845 = -1779800.753904
  nChanged 306
		SP:Iteration 9Q (2031.500000 sec): 3 clusters
  Score: Raw -1784580.505902 + Penalty 4646.922845 = -1779933.583058
  nChanged 329
		SP:Iteration 10Q (2031.550000 sec): 3 clusters
  Score: Raw -1784728.233290 + Penalty 4646.922845 = -1780081.310446
  nChanged 353
		SP:Iteration 11Q (2031.600000 sec): 3 clusters
  Score: Raw -1784889.587397 + Penalty 4646.922845 = -1780242.664553
  nChanged 370
		SP:Iteration 12Q (2031.640000 sec): 3 clusters
  Score: Raw -1785062.424630 + Penalty 4646.922845 = -1780415.501785
  nChanged 395
		SP:Iteration 13Q (2031.690000 sec): 3 clusters
  Score: Raw -1785276.671115 + Penalty 4646.922845 = -1780629.748271
  nChanged 424
		SP:Iteration 14Q (2031.740000 sec): 3 clusters
  Score: Raw -1785536.103027 + Penalty 4646.922845 = -1780889.180182
  nChanged 455
		SP:Iteration 15Q (2031.780000 sec): 3 clusters
  Score: Raw -1785818.061134 + Penalty 4646.922845 = -1781171.138290
  nChanged 408
		SP:Iteration 16Q (2031.830000 sec): 3 clusters
  Score: Raw -1786095.940801 + Penalty 4646.922845 = -1781449.017957
  nChanged 405
		SP:Iteration 17Q (2031.870000 sec): 3 clusters
  Score: Raw -1786376.274416 + Penalty 4646.922845 = -1781729.351571
  nChanged 355
		SP:Iteration 18Q (2031.910000 sec): 3 clusters
  Score: Raw -1786641.548204 + Penalty 4646.922845 = -1781994.625360
  nChanged 325
		SP:Iteration 19Q (2031.960000 sec): 3 clusters
  Score: Raw -1786883.917799 + Penalty 4646.922845 = -1782236.994955
  nChanged 227
		SP:Iteration 20F (2032.000000 sec): 3 clusters
  Score: Raw -1787055.049647 + Penalty 4646.922845 = -1782408.126802
  nChanged 173
		SP:Iteration 21Q (2032.040000 sec): 3 clusters
  Score: Raw -1787187.723454 + Penalty 4646.922845 = -1782540.800610
  nChanged 114
		SP:Iteration 22Q (2032.080000 sec): 3 clusters
  Score: Raw -1787277.755265 + Penalty 4646.922845 = -1782630.832420
  nChanged 80
		SP:Iteration 23Q (2032.120000 sec): 3 clusters
  Score: Raw -1787340.416124 + Penalty 4646.922845 = -1782693.493279
  nChanged 58
		SP:Iteration 24Q (2032.160000 sec): 3 clusters
  Score: Raw -1787389.387781 + Penalty 4646.922845 = -1782742.464936
  nChanged 39
		SP:Iteration 25Q (2032.190000 sec): 3 clusters
  Score: Raw -1787419.812025 + Penalty 4646.922845 = -1782772.889181
  nChanged 24
		SP:Iteration 26Q (2032.230000 sec): 3 clusters
  Score: Raw -1787446.589230 + Penalty 4646.922845 = -1782799.666385
  nChanged 28
		SP:Iteration 27Q (2032.260000 sec): 3 clusters
  Score: Raw -1787476.882449 + Penalty 4646.922845 = -1782829.959605
  nChanged 13
		SP:Iteration 28Q (2032.300000 sec): 3 clusters
  Score: Raw -1787490.502570 + Penalty 4646.922845 = -1782843.579725
  nChanged 8
		SP:Iteration 29Q (2032.340000 sec): 3 clusters
  Score: Raw -1787497.718937 + Penalty 4646.922845 = -1782850.796092
  nChanged 8
		SP:Iteration 30Q (2032.370000 sec): 3 clusters
  Score: Raw -1787503.827225 + Penalty 4646.922845 = -1782856.904380
  nChanged 3
		SP:Iteration 31Q (2032.410000 sec): 3 clusters
  Score: Raw -1787506.148396 + Penalty 4646.922845 = -1782859.225551
  nChanged 3
		SP:Iteration 32Q (2032.440000 sec): 3 clusters
  Score: Raw -1787508.726134 + Penalty 4646.922845 = -1782861.803290
  nChanged 1
		SP:Iteration 33Q (2032.480000 sec): 3 clusters
  Score: Raw -1787510.088247 + Penalty 4646.922845 = -1782863.165402
  nChanged 2
		SP:Iteration 34Q (2032.510000 sec): 3 clusters
  Score: Raw -1787512.595610 + Penalty 4646.922845 = -1782865.672766
  nChanged 4
		SP:Iteration 35Q (2032.550000 sec): 3 clusters
  Score: Raw -1787515.844406 + Penalty 4646.922845 = -1782868.921562
  nChanged 1
		SP:Iteration 36Q (2032.580000 sec): 3 clusters
  Score: Raw -1787516.977445 + Penalty 4646.922845 = -1782870.054601
  nChanged 2
		SP:Iteration 37Q (2032.620000 sec): 3 clusters
  Score: Raw -1787519.103401 + Penalty 4646.922845 = -1782872.180557
  nChanged 1
		SP:Iteration 38Q (2032.650000 sec): 3 clusters
  Score: Raw -1787519.875302 + Penalty 4646.922845 = -1782872.952458
  nChanged 2
		SP:Iteration 39Q (2032.690000 sec): 3 clusters
  Score: Raw -1787523.079336 + Penalty 4646.922845 = -1782876.156491
  nChanged 3
		SP:Iteration 40F (2032.740000 sec): 3 clusters
  Score: Raw -1787525.248921 + Penalty 4646.922845 = -1782878.326076
  nChanged 1
		SP:Iteration 41Q (2032.770000 sec): 3 clusters
  Score: Raw -1787526.322186 + Penalty 4646.922845 = -1782879.399341
  nChanged 1
		SP:Iteration 42Q (2032.810000 sec): 3 clusters
  Score: Raw -1787526.765907 + Penalty 4646.922845 = -1782879.843062
  nChanged 0
		SP:Iteration 43F (2032.860000 sec): 3 clusters
  Score: Raw -1787526.765907 + Penalty 4646.922845 = -1782879.843062
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (3729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2032.880000 sec): 2 clusters
  Score: Raw -531615.056039 + Penalty 2039.526054 = -529575.529984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2032.900000 sec): 3 clusters
  Score: Raw -529941.489615 + Penalty 4079.052109 = -525862.437506
  nChanged 1328
		SP:Iteration 1F (2032.910000 sec): 3 clusters
  Score: Raw -530687.548154 + Penalty 4079.052109 = -526608.496046
  nChanged 285
		SP:Iteration 2F (2032.930000 sec): 3 clusters
  Score: Raw -530884.158635 + Penalty 4079.052109 = -526805.106526
  nChanged 207
		SP:Iteration 3F (2032.940000 sec): 3 clusters
  Score: Raw -531027.564536 + Penalty 4079.052109 = -526948.512427
  nChanged 152
		SP:Iteration 4Q (2032.960000 sec): 3 clusters
  Score: Raw -531120.543048 + Penalty 4079.052109 = -527041.490940
  nChanged 106
		SP:Iteration 5Q (2032.970000 sec): 3 clusters
  Score: Raw -531190.619971 + Penalty 4079.052109 = -527111.567862
  nChanged 87
		SP:Iteration 6Q (2032.990000 sec): 3 clusters
  Score: Raw -531244.652871 + Penalty 4079.052109 = -527165.600763
  nChanged 91
		SP:Iteration 7Q (2033.000000 sec): 3 clusters
  Score: Raw -531297.944624 + Penalty 4079.052109 = -527218.892515
  nChanged 87
		SP:Iteration 8Q (2033.020000 sec): 3 clusters
  Score: Raw -531355.880868 + Penalty 4079.052109 = -527276.828759
  nChanged 73
		SP:Iteration 9Q (2033.030000 sec): 3 clusters
  Score: Raw -531398.857992 + Penalty 4079.052109 = -527319.805884
  nChanged 65
		SP:Iteration 10Q (2033.050000 sec): 3 clusters
  Score: Raw -531440.377942 + Penalty 4079.052109 = -527361.325833
  nChanged 74
		SP:Iteration 11Q (2033.060000 sec): 3 clusters
  Score: Raw -531493.614400 + Penalty 4079.052109 = -527414.562292
  nChanged 81
		SP:Iteration 12Q (2033.080000 sec): 3 clusters
  Score: Raw -531550.708526 + Penalty 4079.052109 = -527471.656417
  nChanged 69
		SP:Iteration 13Q (2033.090000 sec): 3 clusters
  Score: Raw -531605.011141 + Penalty 4079.052109 = -527525.959032
  nChanged 73
		SP:Iteration 14Q (2033.100000 sec): 3 clusters
  Score: Raw -531657.398148 + Penalty 4079.052109 = -527578.346040
  nChanged 71
		SP:Iteration 15Q (2033.120000 sec): 3 clusters
  Score: Raw -531717.739116 + Penalty 4079.052109 = -527638.687008
  nChanged 74
		SP:Iteration 16Q (2033.140000 sec): 3 clusters
  Score: Raw -531774.979183 + Penalty 4079.052109 = -527695.927074
  nChanged 81
		SP:Iteration 17Q (2033.140000 sec): 3 clusters
  Score: Raw -531837.210845 + Penalty 4079.052109 = -527758.158736
  nChanged 72
		SP:Iteration 18Q (2033.160000 sec): 3 clusters
  Score: Raw -531894.972907 + Penalty 4079.052109 = -527815.920798
  nChanged 56
		SP:Iteration 19Q (2033.170000 sec): 3 clusters
  Score: Raw -531938.971837 + Penalty 4079.052109 = -527859.919728
  nChanged 52
		SP:Iteration 20F (2033.190000 sec): 3 clusters
  Score: Raw -531977.100563 + Penalty 4079.052109 = -527898.048454
  nChanged 49
		SP:Iteration 21Q (2033.200000 sec): 3 clusters
  Score: Raw -532017.213555 + Penalty 4079.052109 = -527938.161447
  nChanged 45
		SP:Iteration 22Q (2033.220000 sec): 3 clusters
  Score: Raw -532050.207209 + Penalty 4079.052109 = -527971.155101
  nChanged 41
		SP:Iteration 23Q (2033.230000 sec): 3 clusters
  Score: Raw -532081.946331 + Penalty 4079.052109 = -528002.894223
  nChanged 36
		SP:Iteration 24Q (2033.240000 sec): 3 clusters
  Score: Raw -532104.771054 + Penalty 4079.052109 = -528025.718945
  nChanged 28
		SP:Iteration 25Q (2033.260000 sec): 3 clusters
  Score: Raw -532122.332898 + Penalty 4079.052109 = -528043.280790
  nChanged 24
		SP:Iteration 26Q (2033.270000 sec): 3 clusters
  Score: Raw -532138.399190 + Penalty 4079.052109 = -528059.347081
  nChanged 26
		SP:Iteration 27Q (2033.280000 sec): 3 clusters
  Score: Raw -532154.656092 + Penalty 4079.052109 = -528075.603983
  nChanged 22
		SP:Iteration 28Q (2033.300000 sec): 3 clusters
  Score: Raw -532169.642623 + Penalty 4079.052109 = -528090.590515
  nChanged 26
		SP:Iteration 29Q (2033.310000 sec): 3 clusters
  Score: Raw -532184.058925 + Penalty 4079.052109 = -528105.006816
  nChanged 12
		SP:Iteration 30Q (2033.320000 sec): 3 clusters
  Score: Raw -532190.663738 + Penalty 4079.052109 = -528111.611630
  nChanged 7
		SP:Iteration 31Q (2033.340000 sec): 3 clusters
  Score: Raw -532195.212577 + Penalty 4079.052109 = -528116.160468
  nChanged 8
		SP:Iteration 32Q (2033.350000 sec): 3 clusters
  Score: Raw -532199.957621 + Penalty 4079.052109 = -528120.905512
  nChanged 10
		SP:Iteration 33Q (2033.360000 sec): 3 clusters
  Score: Raw -532204.639894 + Penalty 4079.052109 = -528125.587785
  nChanged 6
		SP:Iteration 34Q (2033.380000 sec): 3 clusters
  Score: Raw -532207.107071 + Penalty 4079.052109 = -528128.054962
  nChanged 4
		SP:Iteration 35Q (2033.390000 sec): 3 clusters
  Score: Raw -532209.233718 + Penalty 4079.052109 = -528130.181609
  nChanged 4
		SP:Iteration 36Q (2033.400000 sec): 3 clusters
  Score: Raw -532211.630980 + Penalty 4079.052109 = -528132.578872
  nChanged 5
		SP:Iteration 37Q (2033.420000 sec): 3 clusters
  Score: Raw -532213.342846 + Penalty 4079.052109 = -528134.290737
  nChanged 4
		SP:Iteration 38Q (2033.430000 sec): 3 clusters
  Score: Raw -532215.055661 + Penalty 4079.052109 = -528136.003553
  nChanged 1
		SP:Iteration 39Q (2033.440000 sec): 3 clusters
  Score: Raw -532215.377676 + Penalty 4079.052109 = -528136.325567
  nChanged 0
		SP:Iteration 40F (2033.460000 sec): 3 clusters
  Score: Raw -532215.377676 + Penalty 4079.052109 = -528136.325567
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2033.460000 sec): 2 clusters
  Score: Raw -27600.991144 + Penalty 1356.078915 = -26244.912229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2033.460000 sec): 3 clusters
  Score: Raw -27828.194463 + Penalty 2712.157830 = -25116.036633
  nChanged 33
		SP:Iteration 1F (2033.460000 sec): 3 clusters
  Score: Raw -28061.005293 + Penalty 2712.157830 = -25348.847463
  nChanged 12
		SP:Iteration 2F (2033.460000 sec): 3 clusters
  Score: Raw -28198.372559 + Penalty 2712.157830 = -25486.214729
  nChanged 6
		SP:Iteration 3Q (2033.460000 sec): 3 clusters
  Score: Raw -28229.794493 + Penalty 2712.157830 = -25517.636663
  nChanged 3
		SP:Iteration 4Q (2033.460000 sec): 3 clusters
  Score: Raw -28244.614945 + Penalty 2712.157830 = -25532.457115
  nChanged 3
		SP:Iteration 5Q (2033.470000 sec): 3 clusters
  Score: Raw -28257.834662 + Penalty 2712.157830 = -25545.676832
  nChanged 3
		SP:Iteration 6Q (2033.470000 sec): 3 clusters
  Score: Raw -28271.670912 + Penalty 2712.157830 = -25559.513082
  nChanged 3
		SP:Iteration 7Q (2033.470000 sec): 3 clusters
  Score: Raw -28289.498503 + Penalty 2712.157830 = -25577.340673
  nChanged 3
		SP:Iteration 8Q (2033.470000 sec): 3 clusters
  Score: Raw -28303.753013 + Penalty 2712.157830 = -25591.595183
  nChanged 3
		SP:Iteration 9Q (2033.470000 sec): 3 clusters
  Score: Raw -28329.206151 + Penalty 2712.157830 = -25617.048321
  nChanged 2
		SP:Iteration 10Q (2033.470000 sec): 3 clusters
  Score: Raw -28363.013365 + Penalty 2712.157830 = -25650.855535
  nChanged 1
		SP:Iteration 11Q (2033.470000 sec): 3 clusters
  Score: Raw -28371.539522 + Penalty 2712.157830 = -25659.381692
  nChanged 1
		SP:Iteration 12Q (2033.470000 sec): 3 clusters
  Score: Raw -28381.631143 + Penalty 2712.157830 = -25669.473313
  nChanged 0
		SP:Iteration 13F (2033.470000 sec): 3 clusters
  Score: Raw -28381.631143 + Penalty 2712.157830 = -25669.473313
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (31003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2033.590000 sec): 2 clusters
  Score: Raw -4525680.722365 + Penalty 2564.776135 = -4523115.946230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2033.720000 sec): 3 clusters
  Score: Raw -4507083.215395 + Penalty 5129.552269 = -4501953.663125
  nChanged 13972
		SP:Iteration 1F (2033.840000 sec): 3 clusters
  Score: Raw -4514736.128205 + Penalty 5129.552269 = -4509606.575936
  nChanged 1605
		SP:Iteration 2F (2033.960000 sec): 3 clusters
  Score: Raw -4515526.158520 + Penalty 5129.552269 = -4510396.606251
  nChanged 1842
		SP:Iteration 3F (2034.090000 sec): 3 clusters
  Score: Raw -4516573.898890 + Penalty 5129.552269 = -4511444.346621
  nChanged 2057
		SP:Iteration 4F (2034.220000 sec): 3 clusters
  Score: Raw -4517900.036826 + Penalty 5129.552269 = -4512770.484557
  nChanged 2347
		SP:Iteration 5F (2034.340000 sec): 3 clusters
  Score: Raw -4519554.105221 + Penalty 5129.552269 = -4514424.552951
  nChanged 2391
		SP:Iteration 6F (2034.460000 sec): 3 clusters
  Score: Raw -4521311.030166 + Penalty 5129.552269 = -4516181.477896
  nChanged 2087
		SP:Iteration 7F (2034.590000 sec): 3 clusters
  Score: Raw -4522781.221686 + Penalty 5129.552269 = -4517651.669416
  nChanged 1552
		SP:Iteration 8F (2034.710000 sec): 3 clusters
  Score: Raw -4523832.467613 + Penalty 5129.552269 = -4518702.915343
  nChanged 1015
		SP:Iteration 9Q (2034.840000 sec): 3 clusters
  Score: Raw -4524518.763114 + Penalty 5129.552269 = -4519389.210844
  nChanged 643
		SP:Iteration 10Q (2034.960000 sec): 3 clusters
  Score: Raw -4525069.444111 + Penalty 5129.552269 = -4519939.891842
  nChanged 464
		SP:Iteration 11Q (2035.080000 sec): 3 clusters
  Score: Raw -4525966.430853 + Penalty 5129.552269 = -4520836.878584
  nChanged 296
		SP:Iteration 12Q (2035.200000 sec): 3 clusters
  Score: Raw -4526431.084680 + Penalty 5129.552269 = -4521301.532410
  nChanged 236
		SP:Iteration 13Q (2035.300000 sec): 3 clusters
  Score: Raw -4526520.447202 + Penalty 5129.552269 = -4521390.894933
  nChanged 158
		SP:Iteration 14Q (2035.400000 sec): 3 clusters
  Score: Raw -4526569.523787 + Penalty 5129.552269 = -4521439.971517
  nChanged 130
		SP:Iteration 15Q (2035.500000 sec): 3 clusters
  Score: Raw -4526605.157928 + Penalty 5129.552269 = -4521475.605659
  nChanged 121
		SP:Iteration 16Q (2035.600000 sec): 3 clusters
  Score: Raw -4526637.698323 + Penalty 5129.552269 = -4521508.146054
  nChanged 85
		SP:Iteration 17Q (2035.700000 sec): 3 clusters
  Score: Raw -4526657.941612 + Penalty 5129.552269 = -4521528.389342
  nChanged 69
		SP:Iteration 18Q (2035.800000 sec): 3 clusters
  Score: Raw -4526674.079400 + Penalty 5129.552269 = -4521544.527131
  nChanged 69
		SP:Iteration 19Q (2035.900000 sec): 3 clusters
  Score: Raw -4526689.178578 + Penalty 5129.552269 = -4521559.626309
  nChanged 56
		SP:Iteration 20F (2036.020000 sec): 3 clusters
  Score: Raw -4526702.121446 + Penalty 5129.552269 = -4521572.569176
  nChanged 55
		SP:Iteration 21Q (2036.120000 sec): 3 clusters
  Score: Raw -4526714.089609 + Penalty 5129.552269 = -4521584.537339
  nChanged 43
		SP:Iteration 22Q (2036.210000 sec): 3 clusters
  Score: Raw -4526723.839125 + Penalty 5129.552269 = -4521594.286856
  nChanged 44
		SP:Iteration 23Q (2036.300000 sec): 3 clusters
  Score: Raw -4526732.253787 + Penalty 5129.552269 = -4521602.701517
  nChanged 38
		SP:Iteration 24Q (2036.390000 sec): 3 clusters
  Score: Raw -4526740.748940 + Penalty 5129.552269 = -4521611.196670
  nChanged 35
		SP:Iteration 25Q (2036.480000 sec): 3 clusters
  Score: Raw -4526749.209878 + Penalty 5129.552269 = -4521619.657609
  nChanged 29
		SP:Iteration 26Q (2036.570000 sec): 3 clusters
  Score: Raw -4526755.051510 + Penalty 5129.552269 = -4521625.499241
  nChanged 27
		SP:Iteration 27Q (2036.670000 sec): 3 clusters
  Score: Raw -4526759.756813 + Penalty 5129.552269 = -4521630.204544
  nChanged 23
		SP:Iteration 28Q (2036.760000 sec): 3 clusters
  Score: Raw -4526763.944572 + Penalty 5129.552269 = -4521634.392302
  nChanged 15
		SP:Iteration 29Q (2036.850000 sec): 3 clusters
  Score: Raw -4526767.525212 + Penalty 5129.552269 = -4521637.972943
  nChanged 20
		SP:Iteration 30Q (2036.940000 sec): 3 clusters
  Score: Raw -4526771.593804 + Penalty 5129.552269 = -4521642.041535
  nChanged 19
		SP:Iteration 31Q (2037.030000 sec): 3 clusters
  Score: Raw -4526775.312422 + Penalty 5129.552269 = -4521645.760153
  nChanged 20
		SP:Iteration 32Q (2037.120000 sec): 3 clusters
  Score: Raw -4526778.730215 + Penalty 5129.552269 = -4521649.177945
  nChanged 21
		SP:Iteration 33Q (2037.210000 sec): 3 clusters
  Score: Raw -4526782.613912 + Penalty 5129.552269 = -4521653.061643
  nChanged 19
		SP:Iteration 34Q (2037.300000 sec): 3 clusters
  Score: Raw -4526785.617448 + Penalty 5129.552269 = -4521656.065179
  nChanged 26
		SP:Iteration 35Q (2037.400000 sec): 3 clusters
  Score: Raw -4526790.226828 + Penalty 5129.552269 = -4521660.674559
  nChanged 14
		SP:Iteration 36Q (2037.480000 sec): 3 clusters
  Score: Raw -4526792.936681 + Penalty 5129.552269 = -4521663.384412
  nChanged 14
		SP:Iteration 37Q (2037.570000 sec): 3 clusters
  Score: Raw -4526794.915945 + Penalty 5129.552269 = -4521665.363676
  nChanged 12
		SP:Iteration 38Q (2037.660000 sec): 3 clusters
  Score: Raw -4526796.665577 + Penalty 5129.552269 = -4521667.113307
  nChanged 13
		SP:Iteration 39Q (2037.760000 sec): 3 clusters
  Score: Raw -4526798.850799 + Penalty 5129.552269 = -4521669.298530
  nChanged 14
		SP:Iteration 40F (2037.870000 sec): 3 clusters
  Score: Raw -4526800.621316 + Penalty 5129.552269 = -4521671.069046
  nChanged 11
		SP:Iteration 41Q (2037.960000 sec): 3 clusters
  Score: Raw -4526802.323152 + Penalty 5129.552269 = -4521672.770882
  nChanged 13
		SP:Iteration 42Q (2038.050000 sec): 3 clusters
  Score: Raw -4526804.579139 + Penalty 5129.552269 = -4521675.026870
  nChanged 10
		SP:Iteration 43Q (2038.140000 sec): 3 clusters
  Score: Raw -4526806.199727 + Penalty 5129.552269 = -4521676.647458
  nChanged 10
		SP:Iteration 44Q (2038.230000 sec): 3 clusters
  Score: Raw -4526807.701137 + Penalty 5129.552269 = -4521678.148867
  nChanged 7
		SP:Iteration 45Q (2038.320000 sec): 3 clusters
  Score: Raw -4526809.100222 + Penalty 5129.552269 = -4521679.547952
  nChanged 7
		SP:Iteration 46Q (2038.410000 sec): 3 clusters
  Score: Raw -4526810.043467 + Penalty 5129.552269 = -4521680.491198
  nChanged 4
		SP:Iteration 47Q (2038.500000 sec): 3 clusters
  Score: Raw -4526810.895837 + Penalty 5129.552269 = -4521681.343568
  nChanged 7
		SP:Iteration 48Q (2038.590000 sec): 3 clusters
  Score: Raw -4526811.717204 + Penalty 5129.552269 = -4521682.164935
  nChanged 5
		SP:Iteration 49Q (2038.680000 sec): 3 clusters
  Score: Raw -4526812.439194 + Penalty 5129.552269 = -4521682.886925
  nChanged 4
		SP:Iteration 50Q (2038.770000 sec): 3 clusters
  Score: Raw -4526813.064744 + Penalty 5129.552269 = -4521683.512475
  nChanged 3
		SP:Iteration 51Q (2038.860000 sec): 3 clusters
  Score: Raw -4526813.511493 + Penalty 5129.552269 = -4521683.959224
  nChanged 3
		SP:Iteration 52Q (2038.960000 sec): 3 clusters
  Score: Raw -4526813.877301 + Penalty 5129.552269 = -4521684.325032
  nChanged 2
		SP:Iteration 53Q (2039.040000 sec): 3 clusters
  Score: Raw -4526814.108933 + Penalty 5129.552269 = -4521684.556664
  nChanged 3
		SP:Iteration 54Q (2039.140000 sec): 3 clusters
  Score: Raw -4526814.546440 + Penalty 5129.552269 = -4521684.994170
  nChanged 1
		SP:Iteration 55Q (2039.220000 sec): 3 clusters
  Score: Raw -4526814.656603 + Penalty 5129.552269 = -4521685.104334
  nChanged 1
		SP:Iteration 56Q (2039.320000 sec): 3 clusters
  Score: Raw -4526814.753747 + Penalty 5129.552269 = -4521685.201478
  nChanged 3
		SP:Iteration 57Q (2039.400000 sec): 3 clusters
  Score: Raw -4526815.495363 + Penalty 5129.552269 = -4521685.943093
  nChanged 5
		SP:Iteration 58Q (2039.500000 sec): 3 clusters
  Score: Raw -4526816.340051 + Penalty 5129.552269 = -4521686.787782
  nChanged 3
		SP:Iteration 59Q (2039.580000 sec): 3 clusters
  Score: Raw -4526816.829712 + Penalty 5129.552269 = -4521687.277442
  nChanged 1
		SP:Iteration 60F (2039.700000 sec): 3 clusters
  Score: Raw -4526817.014672 + Penalty 5129.552269 = -4521687.462402
  nChanged 2
		SP:Iteration 61Q (2039.790000 sec): 3 clusters
  Score: Raw -4526817.199387 + Penalty 5129.552269 = -4521687.647118
  nChanged 1
		SP:Iteration 62Q (2039.880000 sec): 3 clusters
  Score: Raw -4526817.339111 + Penalty 5129.552269 = -4521687.786842
  nChanged 1
		SP:Iteration 63Q (2039.970000 sec): 3 clusters
  Score: Raw -4526817.438411 + Penalty 5129.552269 = -4521687.886141
  nChanged 0
		SP:Iteration 64F (2040.080000 sec): 3 clusters
  Score: Raw -4526817.438411 + Penalty 5129.552269 = -4521687.886141
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.100000 sec): 2 clusters
  Score: Raw -59140.792012 + Penalty 1506.115044 = -57634.676968
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.100000 sec): 3 clusters
  Score: Raw -59245.037255 + Penalty 3012.230089 = -56232.807166
  nChanged 80
		SP:Iteration 1F (2040.100000 sec): 3 clusters
  Score: Raw -59479.035120 + Penalty 3012.230089 = -56466.805031
  nChanged 35
		SP:Iteration 2F (2040.110000 sec): 3 clusters
  Score: Raw -59634.040719 + Penalty 3012.230089 = -56621.810631
  nChanged 21
		SP:Iteration 3Q (2040.110000 sec): 3 clusters
  Score: Raw -59764.770914 + Penalty 3012.230089 = -56752.540825
  nChanged 14
		SP:Iteration 4Q (2040.110000 sec): 3 clusters
  Score: Raw -59836.393948 + Penalty 3012.230089 = -56824.163859
  nChanged 14
		SP:Iteration 5Q (2040.110000 sec): 3 clusters
  Score: Raw -59906.657090 + Penalty 3012.230089 = -56894.427001
  nChanged 8
		SP:Iteration 6Q (2040.110000 sec): 3 clusters
  Score: Raw -59951.336199 + Penalty 3012.230089 = -56939.106110
  nChanged 6
		SP:Iteration 7Q (2040.110000 sec): 3 clusters
  Score: Raw -59972.270554 + Penalty 3012.230089 = -56960.040465
  nChanged 9
		SP:Iteration 8Q (2040.120000 sec): 3 clusters
  Score: Raw -60007.646881 + Penalty 3012.230089 = -56995.416792
  nChanged 11
		SP:Iteration 9Q (2040.120000 sec): 3 clusters
  Score: Raw -60077.723555 + Penalty 3012.230089 = -57065.493467
  nChanged 18
		SP:Iteration 10Q (2040.120000 sec): 3 clusters
  Score: Raw -60215.621097 + Penalty 3012.230089 = -57203.391008
  nChanged 14
		SP:Iteration 11Q (2040.120000 sec): 3 clusters
  Score: Raw -60303.391456 + Penalty 3012.230089 = -57291.161367
  nChanged 9
		SP:Iteration 12Q (2040.120000 sec): 3 clusters
  Score: Raw -60378.387823 + Penalty 3012.230089 = -57366.157734
  nChanged 10
		SP:Iteration 13Q (2040.120000 sec): 3 clusters
  Score: Raw -60480.320418 + Penalty 3012.230089 = -57468.090329
  nChanged 3
		SP:Iteration 14Q (2040.120000 sec): 3 clusters
  Score: Raw -60519.523733 + Penalty 3012.230089 = -57507.293644
  nChanged 3
		SP:Iteration 15Q (2040.120000 sec): 3 clusters
  Score: Raw -60583.757959 + Penalty 3012.230089 = -57571.527870
  nChanged 0
		SP:Iteration 16F (2040.120000 sec): 3 clusters
  Score: Raw -60596.369537 + Penalty 3012.230089 = -57584.139449
  nChanged 3
		SP:Iteration 17Q (2040.130000 sec): 3 clusters
  Score: Raw -60608.496696 + Penalty 3012.230089 = -57596.266608
  nChanged 2
		SP:Iteration 18Q (2040.130000 sec): 3 clusters
  Score: Raw -60613.386689 + Penalty 3012.230089 = -57601.156600
  nChanged 1
		SP:Iteration 19Q (2040.130000 sec): 3 clusters
  Score: Raw -60632.172779 + Penalty 3012.230089 = -57619.942690
  nChanged 1
		SP:Iteration 20F (2040.130000 sec): 3 clusters
  Score: Raw -60635.084702 + Penalty 3012.230089 = -57622.854613
  nChanged 1
		SP:Iteration 21Q (2040.130000 sec): 3 clusters
  Score: Raw -60641.141386 + Penalty 3012.230089 = -57628.911297
  nChanged 0
		SP:Iteration 22F (2040.130000 sec): 3 clusters
  Score: Raw -60641.141386 + Penalty 3012.230089 = -57628.911297
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 23 (585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.140000 sec): 2 clusters
  Score: Raw -75637.629266 + Penalty 1580.159738 = -74057.469528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.140000 sec): 3 clusters
  Score: Raw -75670.285935 + Penalty 3160.319476 = -72509.966459
  nChanged 125
		SP:Iteration 1F (2040.140000 sec): 3 clusters
  Score: Raw -76172.214478 + Penalty 3160.319476 = -73011.895002
  nChanged 63
		SP:Iteration 2F (2040.140000 sec): 3 clusters
  Score: Raw -76706.359757 + Penalty 3160.319476 = -73546.040281
  nChanged 73
		SP:Iteration 3F (2040.150000 sec): 3 clusters
  Score: Raw -76955.970995 + Penalty 3160.319476 = -73795.651519
  nChanged 43
		SP:Iteration 4F (2040.150000 sec): 3 clusters
  Score: Raw -77115.002169 + Penalty 3160.319476 = -73954.682693
  nChanged 18
		SP:Iteration 5Q (2040.150000 sec): 3 clusters
  Score: Raw -77195.243165 + Penalty 3160.319476 = -74034.923689
  nChanged 9
		SP:Iteration 6Q (2040.150000 sec): 3 clusters
  Score: Raw -77235.981069 + Penalty 3160.319476 = -74075.661593
  nChanged 9
		SP:Iteration 7Q (2040.150000 sec): 3 clusters
  Score: Raw -77284.431136 + Penalty 3160.319476 = -74124.111660
  nChanged 3
		SP:Iteration 8Q (2040.160000 sec): 3 clusters
  Score: Raw -77300.618532 + Penalty 3160.319476 = -74140.299056
  nChanged 3
		SP:Iteration 9Q (2040.160000 sec): 3 clusters
  Score: Raw -77321.791266 + Penalty 3160.319476 = -74161.471789
  nChanged 2
		SP:Iteration 10Q (2040.160000 sec): 3 clusters
  Score: Raw -77334.078974 + Penalty 3160.319476 = -74173.759497
  nChanged 0
		SP:Iteration 11F (2040.160000 sec): 3 clusters
  Score: Raw -77334.078974 + Penalty 3160.319476 = -74173.759497
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 34.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.170000 sec): 2 clusters
  Score: Raw -253922.887501 + Penalty 1854.445852 = -252068.441648
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.180000 sec): 3 clusters
  Score: Raw -253248.859860 + Penalty 3708.891705 = -249539.968156
  nChanged 559
		SP:Iteration 1F (2040.180000 sec): 3 clusters
  Score: Raw -253696.747198 + Penalty 3708.891705 = -249987.855493
  nChanged 152
		SP:Iteration 2F (2040.190000 sec): 3 clusters
  Score: Raw -253841.545164 + Penalty 3708.891705 = -250132.653460
  nChanged 78
		SP:Iteration 3Q (2040.200000 sec): 3 clusters
  Score: Raw -253913.311798 + Penalty 3708.891705 = -250204.420093
  nChanged 55
		SP:Iteration 4Q (2040.200000 sec): 3 clusters
  Score: Raw -253957.488436 + Penalty 3708.891705 = -250248.596731
  nChanged 40
		SP:Iteration 5Q (2040.210000 sec): 3 clusters
  Score: Raw -253992.029745 + Penalty 3708.891705 = -250283.138040
  nChanged 32
		SP:Iteration 6Q (2040.220000 sec): 3 clusters
  Score: Raw -254019.380765 + Penalty 3708.891705 = -250310.489061
  nChanged 25
		SP:Iteration 7Q (2040.220000 sec): 3 clusters
  Score: Raw -254037.211281 + Penalty 3708.891705 = -250328.319576
  nChanged 21
		SP:Iteration 8Q (2040.230000 sec): 3 clusters
  Score: Raw -254056.494430 + Penalty 3708.891705 = -250347.602725
  nChanged 22
		SP:Iteration 9Q (2040.240000 sec): 3 clusters
  Score: Raw -254070.645402 + Penalty 3708.891705 = -250361.753697
  nChanged 14
		SP:Iteration 10Q (2040.240000 sec): 3 clusters
  Score: Raw -254084.541739 + Penalty 3708.891705 = -250375.650035
  nChanged 14
		SP:Iteration 11Q (2040.250000 sec): 3 clusters
  Score: Raw -254092.789515 + Penalty 3708.891705 = -250383.897810
  nChanged 14
		SP:Iteration 12Q (2040.250000 sec): 3 clusters
  Score: Raw -254101.150836 + Penalty 3708.891705 = -250392.259131
  nChanged 9
		SP:Iteration 13Q (2040.260000 sec): 3 clusters
  Score: Raw -254109.211834 + Penalty 3708.891705 = -250400.320130
  nChanged 8
		SP:Iteration 14Q (2040.260000 sec): 3 clusters
  Score: Raw -254115.957562 + Penalty 3708.891705 = -250407.065858
  nChanged 7
		SP:Iteration 15Q (2040.270000 sec): 3 clusters
  Score: Raw -254121.097734 + Penalty 3708.891705 = -250412.206029
  nChanged 5
		SP:Iteration 16Q (2040.280000 sec): 3 clusters
  Score: Raw -254125.015182 + Penalty 3708.891705 = -250416.123477
  nChanged 4
		SP:Iteration 17Q (2040.280000 sec): 3 clusters
  Score: Raw -254128.635093 + Penalty 3708.891705 = -250419.743388
  nChanged 6
		SP:Iteration 18Q (2040.290000 sec): 3 clusters
  Score: Raw -254131.456491 + Penalty 3708.891705 = -250422.564787
  nChanged 3
		SP:Iteration 19Q (2040.300000 sec): 3 clusters
  Score: Raw -254134.021761 + Penalty 3708.891705 = -250425.130057
  nChanged 2
		SP:Iteration 20F (2040.300000 sec): 3 clusters
  Score: Raw -254136.208460 + Penalty 3708.891705 = -250427.316755
  nChanged 4
		SP:Iteration 21Q (2040.310000 sec): 3 clusters
  Score: Raw -254139.228038 + Penalty 3708.891705 = -250430.336334
  nChanged 2
		SP:Iteration 22Q (2040.320000 sec): 3 clusters
  Score: Raw -254140.540635 + Penalty 3708.891705 = -250431.648930
  nChanged 3
		SP:Iteration 23Q (2040.320000 sec): 3 clusters
  Score: Raw -254142.446005 + Penalty 3708.891705 = -250433.554300
  nChanged 5
		SP:Iteration 24Q (2040.330000 sec): 3 clusters
  Score: Raw -254145.650628 + Penalty 3708.891705 = -250436.758924
  nChanged 2
		SP:Iteration 25Q (2040.340000 sec): 3 clusters
  Score: Raw -254147.189108 + Penalty 3708.891705 = -250438.297404
  nChanged 1
		SP:Iteration 26Q (2040.340000 sec): 3 clusters
  Score: Raw -254148.941931 + Penalty 3708.891705 = -250440.050226
  nChanged 2
		SP:Iteration 27Q (2040.350000 sec): 3 clusters
  Score: Raw -254150.431009 + Penalty 3708.891705 = -250441.539304
  nChanged 2
		SP:Iteration 28Q (2040.350000 sec): 3 clusters
  Score: Raw -254151.299329 + Penalty 3708.891705 = -250442.407624
  nChanged 1
		SP:Iteration 29Q (2040.360000 sec): 3 clusters
  Score: Raw -254151.604149 + Penalty 3708.891705 = -250442.712445
  nChanged 0
		SP:Iteration 30F (2040.370000 sec): 3 clusters
  Score: Raw -254151.604149 + Penalty 3708.891705 = -250442.712445
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.370000 sec): 2 clusters
  Score: Raw -13508.053219 + Penalty 1221.958914 = -12286.094305
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.370000 sec): 3 clusters
  Score: Raw -13951.153517 + Penalty 2443.917828 = -11507.235689
  nChanged 17
		SP:Iteration 1F (2040.370000 sec): 3 clusters
  Score: Raw -14096.412210 + Penalty 2443.917828 = -11652.494382
  nChanged 5
		SP:Iteration 2Q (2040.370000 sec): 3 clusters
  Score: Raw -14157.340398 + Penalty 2443.917828 = -11713.422570
  nChanged 4
		SP:Iteration 3Q (2040.370000 sec): 3 clusters
  Score: Raw -14206.566605 + Penalty 2443.917828 = -11762.648778
  nChanged 0
		SP:Iteration 4F (2040.370000 sec): 3 clusters
  Score: Raw -14206.566605 + Penalty 2443.917828 = -11762.648778
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (978 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.380000 sec): 2 clusters
  Score: Raw -129694.040555 + Penalty 1707.606398 = -127986.434157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2040.380000 sec): 3 clusters
  Score: Raw -129557.833558 + Penalty 3415.212796 = -126142.620762
  nChanged 237
		SP:Iteration 1F (2040.380000 sec): 3 clusters
  Score: Raw -129878.485079 + Penalty 3415.212796 = -126463.272282
  nChanged 72
		SP:Iteration 2F (2040.390000 sec): 3 clusters
  Score: Raw -130053.267731 + Penalty 3415.212796 = -126638.054935
  nChanged 41
		SP:Iteration 3Q (2040.390000 sec): 3 clusters
  Score: Raw -130185.460570 + Penalty 3415.212796 = -126770.247773
  nChanged 40
		SP:Iteration 4Q (2040.400000 sec): 3 clusters
  Score: Raw -130295.899653 + Penalty 3415.212796 = -126880.686856
  nChanged 44
		SP:Iteration 5Q (2040.400000 sec): 3 clusters
  Score: Raw -130394.280368 + Penalty 3415.212796 = -126979.067572
  nChanged 33
		SP:Iteration 6Q (2040.400000 sec): 3 clusters
  Score: Raw -130486.226678 + Penalty 3415.212796 = -127071.013881
  nChanged 40
		SP:Iteration 7Q (2040.410000 sec): 3 clusters
  Score: Raw -130581.435989 + Penalty 3415.212796 = -127166.223192
  nChanged 34
		SP:Iteration 8Q (2040.410000 sec): 3 clusters
  Score: Raw -130666.100583 + Penalty 3415.212796 = -127250.887786
  nChanged 29
		SP:Iteration 9Q (2040.410000 sec): 3 clusters
  Score: Raw -130762.401663 + Penalty 3415.212796 = -127347.188867
  nChanged 30
		SP:Iteration 10Q (2040.420000 sec): 3 clusters
  Score: Raw -130872.885458 + Penalty 3415.212796 = -127457.672661
  nChanged 23
		SP:Iteration 11Q (2040.420000 sec): 3 clusters
  Score: Raw -130956.514465 + Penalty 3415.212796 = -127541.301669
  nChanged 15
		SP:Iteration 12Q (2040.420000 sec): 3 clusters
  Score: Raw -130994.117974 + Penalty 3415.212796 = -127578.905178
  nChanged 16
		SP:Iteration 13Q (2040.420000 sec): 3 clusters
  Score: Raw -131023.755520 + Penalty 3415.212796 = -127608.542723
  nChanged 9
		SP:Iteration 14Q (2040.430000 sec): 3 clusters
  Score: Raw -131046.302291 + Penalty 3415.212796 = -127631.089495
  nChanged 5
		SP:Iteration 15Q (2040.430000 sec): 3 clusters
  Score: Raw -131061.434724 + Penalty 3415.212796 = -127646.221927
  nChanged 3
		SP:Iteration 16Q (2040.440000 sec): 3 clusters
  Score: Raw -131072.639891 + Penalty 3415.212796 = -127657.427095
  nChanged 4
		SP:Iteration 17Q (2040.440000 sec): 3 clusters
  Score: Raw -131079.894552 + Penalty 3415.212796 = -127664.681756
  nChanged 4
		SP:Iteration 18Q (2040.440000 sec): 3 clusters
  Score: Raw -131087.117951 + Penalty 3415.212796 = -127671.905155
  nChanged 0
		SP:Iteration 19F (2040.440000 sec): 3 clusters
  Score: Raw -131088.861048 + Penalty 3415.212796 = -127673.648252
  nChanged 1
		SP:Iteration 20F (2040.450000 sec): 3 clusters
  Score: Raw -131094.624909 + Penalty 3415.212796 = -127679.412113
  nChanged 1
		SP:Iteration 21Q (2040.450000 sec): 3 clusters
  Score: Raw -131097.754341 + Penalty 3415.212796 = -127682.541544
  nChanged 1
		SP:Iteration 22Q (2040.460000 sec): 3 clusters
  Score: Raw -131098.814314 + Penalty 3415.212796 = -127683.601518
  nChanged 0
		SP:Iteration 23F (2040.460000 sec): 3 clusters
  Score: Raw -131098.814314 + Penalty 3415.212796 = -127683.601518
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (145251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2040.970000 sec): 2 clusters
  Score: Raw -21089183.441606 + Penalty 2947.782203 = -21086235.659403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2041.550000 sec): 3 clusters
  Score: Raw -20994816.898507 + Penalty 5895.564405 = -20988921.334101
  nChanged 69372
		SP:Iteration 1F (2042.130000 sec): 3 clusters
  Score: Raw -21034941.427664 + Penalty 5895.564405 = -21029045.863259
  nChanged 4816
		SP:Iteration 2Q (2042.720000 sec): 3 clusters
  Score: Raw -21036149.222396 + Penalty 5895.564405 = -21030253.657990
  nChanged 5061
		SP:Iteration 3Q (2043.300000 sec): 3 clusters
  Score: Raw -21037652.435304 + Penalty 5895.564405 = -21031756.870898
  nChanged 5785
		SP:Iteration 4Q (2043.880000 sec): 3 clusters
  Score: Raw -21039810.121720 + Penalty 5895.564405 = -21033914.557315
  nChanged 7219
		SP:Iteration 5Q (2044.470000 sec): 3 clusters
  Score: Raw -21043223.924869 + Penalty 5895.564405 = -21037328.360463
  nChanged 8903
		SP:Iteration 6F (2045.060000 sec): 3 clusters
  Score: Raw -21048556.350812 + Penalty 5895.564405 = -21042660.786406
  nChanged 10818
		SP:Iteration 7F (2045.640000 sec): 3 clusters
  Score: Raw -21056614.965807 + Penalty 5895.564405 = -21050719.401401
  nChanged 11583
		SP:Iteration 8F (2046.210000 sec): 3 clusters
  Score: Raw -21066328.220857 + Penalty 5895.564405 = -21060432.656451
  nChanged 10131
		SP:Iteration 9F (2046.780000 sec): 3 clusters
  Score: Raw -21075363.183237 + Penalty 5895.564405 = -21069467.618832
  nChanged 7280
		SP:Iteration 10F (2047.350000 sec): 3 clusters
  Score: Raw -21081854.996599 + Penalty 5895.564405 = -21075959.432194
  nChanged 4434
		SP:Iteration 11Q (2047.880000 sec): 3 clusters
  Score: Raw -21085563.385732 + Penalty 5895.564405 = -21079667.821326
  nChanged 2385
		SP:Iteration 12Q (2048.380000 sec): 3 clusters
  Score: Raw -21087450.098684 + Penalty 5895.564405 = -21081554.534278
  nChanged 1246
		SP:Iteration 13Q (2048.840000 sec): 3 clusters
  Score: Raw -21088404.409161 + Penalty 5895.564405 = -21082508.844755
  nChanged 688
		SP:Iteration 14Q (2049.270000 sec): 3 clusters
  Score: Raw -21088910.294094 + Penalty 5895.564405 = -21083014.729689
  nChanged 388
		SP:Iteration 15Q (2049.700000 sec): 3 clusters
  Score: Raw -21089200.512413 + Penalty 5895.564405 = -21083304.948007
  nChanged 230
		SP:Iteration 16Q (2050.110000 sec): 3 clusters
  Score: Raw -21089389.043976 + Penalty 5895.564405 = -21083493.479570
  nChanged 168
		SP:Iteration 17Q (2050.540000 sec): 3 clusters
  Score: Raw -21089514.171346 + Penalty 5895.564405 = -21083618.606941
  nChanged 103
		SP:Iteration 18Q (2050.950000 sec): 3 clusters
  Score: Raw -21089580.655166 + Penalty 5895.564405 = -21083685.090761
  nChanged 79
		SP:Iteration 19Q (2051.360000 sec): 3 clusters
  Score: Raw -21089625.507836 + Penalty 5895.564405 = -21083729.943431
  nChanged 60
		SP:Iteration 20F (2051.920000 sec): 3 clusters
  Score: Raw -21089656.875751 + Penalty 5895.564405 = -21083761.311346
  nChanged 39
		SP:Iteration 21Q (2052.330000 sec): 3 clusters
  Score: Raw -21089678.745786 + Penalty 5895.564405 = -21083783.181381
  nChanged 29
		SP:Iteration 22Q (2052.730000 sec): 3 clusters
  Score: Raw -21089693.563727 + Penalty 5895.564405 = -21083797.999322
  nChanged 19
		SP:Iteration 23Q (2053.140000 sec): 3 clusters
  Score: Raw -21089701.930166 + Penalty 5895.564405 = -21083806.365761
  nChanged 20
		SP:Iteration 24Q (2053.550000 sec): 3 clusters
  Score: Raw -21089709.617958 + Penalty 5895.564405 = -21083814.053552
  nChanged 10
		SP:Iteration 25Q (2053.950000 sec): 3 clusters
  Score: Raw -21089714.690527 + Penalty 5895.564405 = -21083819.126122
  nChanged 11
		SP:Iteration 26Q (2054.350000 sec): 3 clusters
  Score: Raw -21089721.119067 + Penalty 5895.564405 = -21083825.554661
  nChanged 9
		SP:Iteration 27Q (2054.750000 sec): 3 clusters
  Score: Raw -21089724.949111 + Penalty 5895.564405 = -21083829.384705
  nChanged 3
		SP:Iteration 28Q (2055.150000 sec): 3 clusters
  Score: Raw -21089726.896484 + Penalty 5895.564405 = -21083831.332078
  nChanged 4
		SP:Iteration 29Q (2055.550000 sec): 3 clusters
  Score: Raw -21089728.288297 + Penalty 5895.564405 = -21083832.723891
  nChanged 2
		SP:Iteration 30Q (2055.960000 sec): 3 clusters
  Score: Raw -21089728.814624 + Penalty 5895.564405 = -21083833.250219
  nChanged 2
		SP:Iteration 31Q (2056.390000 sec): 3 clusters
  Score: Raw -21089729.624540 + Penalty 5895.564405 = -21083834.060134
  nChanged 1
		SP:Iteration 32Q (2056.790000 sec): 3 clusters
  Score: Raw -21089730.049322 + Penalty 5895.564405 = -21083834.484916
  nChanged 0
		SP:Iteration 33F (2057.350000 sec): 3 clusters
  Score: Raw -21089730.049322 + Penalty 5895.564405 = -21083834.484916
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2057.410000 sec): 2 clusters
  Score: Raw -19667.259116 + Penalty 1308.972435 = -18358.286681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2057.410000 sec): 3 clusters
  Score: Raw -20032.826422 + Penalty 2617.944871 = -17414.881551
  nChanged 21
		SP:Iteration 1F (2057.410000 sec): 3 clusters
  Score: Raw -20201.073592 + Penalty 2617.944871 = -17583.128721
  nChanged 8
		SP:Iteration 2Q (2057.410000 sec): 3 clusters
  Score: Raw -20261.057999 + Penalty 2617.944871 = -17643.113128
  nChanged 3
		SP:Iteration 3Q (2057.410000 sec): 3 clusters
  Score: Raw -20281.734037 + Penalty 2617.944871 = -17663.789166
  nChanged 0
		SP:Iteration 4F (2057.410000 sec): 3 clusters
  Score: Raw -20281.734037 + Penalty 2617.944871 = -17663.789166
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 29 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2057.420000 sec): 2 clusters
  Score: Raw -74196.170923 + Penalty 1539.730326 = -72656.440597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2057.420000 sec): 3 clusters
  Score: Raw -74223.457997 + Penalty 3079.460653 = -71143.997344
  nChanged 94
		SP:Iteration 1F (2057.420000 sec): 3 clusters
  Score: Raw -74409.169764 + Penalty 3079.460653 = -71329.709111
  nChanged 20
		SP:Iteration 2Q (2057.430000 sec): 3 clusters
  Score: Raw -74445.124384 + Penalty 3079.460653 = -71365.663731
  nChanged 4
		SP:Iteration 3Q (2057.430000 sec): 3 clusters
  Score: Raw -74451.847323 + Penalty 3079.460653 = -71372.386671
  nChanged 1
		SP:Iteration 4Q (2057.430000 sec): 3 clusters
  Score: Raw -74452.734715 + Penalty 3079.460653 = -71373.274062
  nChanged 1
		SP:Iteration 5Q (2057.430000 sec): 3 clusters
  Score: Raw -74454.649929 + Penalty 3079.460653 = -71375.189276
  nChanged 0
		SP:Iteration 6F (2057.430000 sec): 3 clusters
  Score: Raw -74454.649929 + Penalty 3079.460653 = -71375.189276
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 30 (31251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2057.550000 sec): 2 clusters
  Score: Raw -4782408.263394 + Penalty 2566.752050 = -4779841.511344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2057.680000 sec): 3 clusters
  Score: Raw -4763651.363170 + Penalty 5133.504101 = -4758517.859069
  nChanged 14037
		SP:Iteration 1F (2057.810000 sec): 3 clusters
  Score: Raw -4771183.552863 + Penalty 5133.504101 = -4766050.048762
  nChanged 1335
		SP:Iteration 2Q (2057.940000 sec): 3 clusters
  Score: Raw -4771553.841974 + Penalty 5133.504101 = -4766420.337874
  nChanged 1126
		SP:Iteration 3Q (2058.070000 sec): 3 clusters
  Score: Raw -4771852.252841 + Penalty 5133.504101 = -4766718.748741
  nChanged 1000
		SP:Iteration 4Q (2058.190000 sec): 3 clusters
  Score: Raw -4772091.912159 + Penalty 5133.504101 = -4766958.408058
  nChanged 869
		SP:Iteration 5Q (2058.320000 sec): 3 clusters
  Score: Raw -4772277.471387 + Penalty 5133.504101 = -4767143.967286
  nChanged 783
		SP:Iteration 6Q (2058.450000 sec): 3 clusters
  Score: Raw -4772450.917086 + Penalty 5133.504101 = -4767317.412985
  nChanged 714
		SP:Iteration 7Q (2058.580000 sec): 3 clusters
  Score: Raw -4772604.445686 + Penalty 5133.504101 = -4767470.941585
  nChanged 689
		SP:Iteration 8Q (2058.710000 sec): 3 clusters
  Score: Raw -4772756.127414 + Penalty 5133.504101 = -4767622.623313
  nChanged 714
		SP:Iteration 9Q (2058.830000 sec): 3 clusters
  Score: Raw -4772923.748017 + Penalty 5133.504101 = -4767790.243916
  nChanged 724
		SP:Iteration 10Q (2058.970000 sec): 3 clusters
  Score: Raw -4773098.567403 + Penalty 5133.504101 = -4767965.063303
  nChanged 787
		SP:Iteration 11Q (2059.100000 sec): 3 clusters
  Score: Raw -4773312.417774 + Penalty 5133.504101 = -4768178.913674
  nChanged 882
		SP:Iteration 12Q (2059.230000 sec): 3 clusters
  Score: Raw -4773592.762595 + Penalty 5133.504101 = -4768459.258494
  nChanged 1057
		SP:Iteration 13Q (2059.360000 sec): 3 clusters
  Score: Raw -4773996.773498 + Penalty 5133.504101 = -4768863.269398
  nChanged 1285
		SP:Iteration 14Q (2059.480000 sec): 3 clusters
  Score: Raw -4774616.283821 + Penalty 5133.504101 = -4769482.779721
  nChanged 1561
		SP:Iteration 15Q (2059.610000 sec): 3 clusters
  Score: Raw -4775529.082677 + Penalty 5133.504101 = -4770395.578576
  nChanged 1764
		SP:Iteration 16F (2059.740000 sec): 3 clusters
  Score: Raw -4776732.332645 + Penalty 5133.504101 = -4771598.828544
  nChanged 1786
		SP:Iteration 17F (2059.860000 sec): 3 clusters
  Score: Raw -4778206.382600 + Penalty 5133.504101 = -4773072.878499
  nChanged 1688
		SP:Iteration 18F (2059.980000 sec): 3 clusters
  Score: Raw -4779713.698110 + Penalty 5133.504101 = -4774580.194009
  nChanged 1205
		SP:Iteration 19Q (2060.100000 sec): 3 clusters
  Score: Raw -4780818.757986 + Penalty 5133.504101 = -4775685.253886
  nChanged 790
		SP:Iteration 20F (2060.230000 sec): 3 clusters
  Score: Raw -4781516.686499 + Penalty 5133.504101 = -4776383.182398
  nChanged 499
		SP:Iteration 21Q (2060.330000 sec): 3 clusters
  Score: Raw -4781916.233018 + Penalty 5133.504101 = -4776782.728918
  nChanged 340
		SP:Iteration 22Q (2060.430000 sec): 3 clusters
  Score: Raw -4782186.248232 + Penalty 5133.504101 = -4777052.744131
  nChanged 242
		SP:Iteration 23Q (2060.530000 sec): 3 clusters
  Score: Raw -4782345.347704 + Penalty 5133.504101 = -4777211.843603
  nChanged 154
		SP:Iteration 24Q (2060.620000 sec): 3 clusters
  Score: Raw -4782440.352943 + Penalty 5133.504101 = -4777306.848842
  nChanged 97
		SP:Iteration 25Q (2060.720000 sec): 3 clusters
  Score: Raw -4782491.596030 + Penalty 5133.504101 = -4777358.091929
  nChanged 65
		SP:Iteration 26Q (2060.810000 sec): 3 clusters
  Score: Raw -4782528.885566 + Penalty 5133.504101 = -4777395.381465
  nChanged 52
		SP:Iteration 27Q (2060.900000 sec): 3 clusters
  Score: Raw -4782558.318330 + Penalty 5133.504101 = -4777424.814230
  nChanged 37
		SP:Iteration 28Q (2060.990000 sec): 3 clusters
  Score: Raw -4782579.579467 + Penalty 5133.504101 = -4777446.075366
  nChanged 28
		SP:Iteration 29Q (2061.080000 sec): 3 clusters
  Score: Raw -4782594.909021 + Penalty 5133.504101 = -4777461.404920
  nChanged 26
		SP:Iteration 30Q (2061.180000 sec): 3 clusters
  Score: Raw -4782608.634183 + Penalty 5133.504101 = -4777475.130082
  nChanged 29
		SP:Iteration 31Q (2061.270000 sec): 3 clusters
  Score: Raw -4782623.707912 + Penalty 5133.504101 = -4777490.203812
  nChanged 22
		SP:Iteration 32Q (2061.360000 sec): 3 clusters
  Score: Raw -4782635.296128 + Penalty 5133.504101 = -4777501.792027
  nChanged 17
		SP:Iteration 33Q (2061.450000 sec): 3 clusters
  Score: Raw -4782644.057760 + Penalty 5133.504101 = -4777510.553659
  nChanged 12
		SP:Iteration 34Q (2061.540000 sec): 3 clusters
  Score: Raw -4782651.065470 + Penalty 5133.504101 = -4777517.561369
  nChanged 12
		SP:Iteration 35Q (2061.640000 sec): 3 clusters
  Score: Raw -4782658.781177 + Penalty 5133.504101 = -4777525.277076
  nChanged 13
		SP:Iteration 36Q (2061.730000 sec): 3 clusters
  Score: Raw -4782666.546616 + Penalty 5133.504101 = -4777533.042515
  nChanged 16
		SP:Iteration 37Q (2061.830000 sec): 3 clusters
  Score: Raw -4782674.515943 + Penalty 5133.504101 = -4777541.011842
  nChanged 15
		SP:Iteration 38Q (2061.920000 sec): 3 clusters
  Score: Raw -4782681.578118 + Penalty 5133.504101 = -4777548.074017
  nChanged 11
		SP:Iteration 39Q (2062.020000 sec): 3 clusters
  Score: Raw -4782688.808729 + Penalty 5133.504101 = -4777555.304628
  nChanged 8
		SP:Iteration 40F (2062.140000 sec): 3 clusters
  Score: Raw -4782693.547677 + Penalty 5133.504101 = -4777560.043576
  nChanged 2
		SP:Iteration 41Q (2062.240000 sec): 3 clusters
  Score: Raw -4782695.792936 + Penalty 5133.504101 = -4777562.288835
  nChanged 1
		SP:Iteration 42Q (2062.330000 sec): 3 clusters
  Score: Raw -4782696.303956 + Penalty 5133.504101 = -4777562.799855
  nChanged 2
		SP:Iteration 43Q (2062.420000 sec): 3 clusters
  Score: Raw -4782697.887385 + Penalty 5133.504101 = -4777564.383284
  nChanged 5
		SP:Iteration 44Q (2062.510000 sec): 3 clusters
  Score: Raw -4782699.686171 + Penalty 5133.504101 = -4777566.182071
  nChanged 2
		SP:Iteration 45Q (2062.600000 sec): 3 clusters
  Score: Raw -4782700.491093 + Penalty 5133.504101 = -4777566.986992
  nChanged 2
		SP:Iteration 46Q (2062.700000 sec): 3 clusters
  Score: Raw -4782701.501285 + Penalty 5133.504101 = -4777567.997185
  nChanged 3
		SP:Iteration 47Q (2062.780000 sec): 3 clusters
  Score: Raw -4782703.635379 + Penalty 5133.504101 = -4777570.131279
  nChanged 4
		SP:Iteration 48Q (2062.880000 sec): 3 clusters
  Score: Raw -4782708.217949 + Penalty 5133.504101 = -4777574.713848
  nChanged 4
		SP:Iteration 49Q (2062.970000 sec): 3 clusters
  Score: Raw -4782711.059064 + Penalty 5133.504101 = -4777577.554963
  nChanged 3
		SP:Iteration 50Q (2063.060000 sec): 3 clusters
  Score: Raw -4782712.548670 + Penalty 5133.504101 = -4777579.044569
  nChanged 1
		SP:Iteration 51Q (2063.150000 sec): 3 clusters
  Score: Raw -4782713.116584 + Penalty 5133.504101 = -4777579.612483
  nChanged 3
		SP:Iteration 52Q (2063.240000 sec): 3 clusters
  Score: Raw -4782715.205329 + Penalty 5133.504101 = -4777581.701229
  nChanged 4
		SP:Iteration 53Q (2063.330000 sec): 3 clusters
  Score: Raw -4782717.776108 + Penalty 5133.504101 = -4777584.272008
  nChanged 5
		SP:Iteration 54Q (2063.420000 sec): 3 clusters
  Score: Raw -4782720.447723 + Penalty 5133.504101 = -4777586.943622
  nChanged 5
		SP:Iteration 55Q (2063.510000 sec): 3 clusters
  Score: Raw -4782724.927074 + Penalty 5133.504101 = -4777591.422974
  nChanged 7
		SP:Iteration 56Q (2063.600000 sec): 3 clusters
  Score: Raw -4782729.216192 + Penalty 5133.504101 = -4777595.712091
  nChanged 8
		SP:Iteration 57Q (2063.690000 sec): 3 clusters
  Score: Raw -4782733.367785 + Penalty 5133.504101 = -4777599.863684
  nChanged 6
		SP:Iteration 58Q (2063.780000 sec): 3 clusters
  Score: Raw -4782737.164249 + Penalty 5133.504101 = -4777603.660148
  nChanged 5
		SP:Iteration 59Q (2063.870000 sec): 3 clusters
  Score: Raw -4782740.339382 + Penalty 5133.504101 = -4777606.835281
  nChanged 6
		SP:Iteration 60F (2064.000000 sec): 3 clusters
  Score: Raw -4782744.022793 + Penalty 5133.504101 = -4777610.518692
  nChanged 5
		SP:Iteration 61Q (2064.090000 sec): 3 clusters
  Score: Raw -4782746.666823 + Penalty 5133.504101 = -4777613.162723
  nChanged 4
		SP:Iteration 62Q (2064.180000 sec): 3 clusters
  Score: Raw -4782748.877282 + Penalty 5133.504101 = -4777615.373181
  nChanged 5
		SP:Iteration 63Q (2064.270000 sec): 3 clusters
  Score: Raw -4782750.953926 + Penalty 5133.504101 = -4777617.449825
  nChanged 0
		SP:Iteration 64F (2064.390000 sec): 3 clusters
  Score: Raw -4782750.953926 + Penalty 5133.504101 = -4777617.449825
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 31 (192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2064.410000 sec): 2 clusters
  Score: Raw -20677.031799 + Penalty 1303.858852 = -19373.172947
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2064.410000 sec): 3 clusters
  Score: Raw -20975.728340 + Penalty 2607.717705 = -18368.010636
  nChanged 18
		SP:Iteration 1F (2064.410000 sec): 3 clusters
  Score: Raw -21071.366244 + Penalty 2607.717705 = -18463.648540
  nChanged 2
		SP:Iteration 2Q (2064.410000 sec): 3 clusters
  Score: Raw -21078.768329 + Penalty 2607.717705 = -18471.050624
  nChanged 0
		SP:Iteration 3F (2064.410000 sec): 3 clusters
  Score: Raw -21078.768329 + Penalty 2607.717705 = -18471.050624
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 32 (720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2064.420000 sec): 2 clusters
  Score: Raw -92255.349171 + Penalty 1631.654301 = -90623.694871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2064.420000 sec): 3 clusters
  Score: Raw -92221.803109 + Penalty 3263.308601 = -88958.494508
  nChanged 166
		SP:Iteration 1F (2064.420000 sec): 3 clusters
  Score: Raw -92550.537931 + Penalty 3263.308601 = -89287.229330
  nChanged 62
		SP:Iteration 2F (2064.420000 sec): 3 clusters
  Score: Raw -92769.144597 + Penalty 3263.308601 = -89505.835995
  nChanged 47
		SP:Iteration 3F (2064.430000 sec): 3 clusters
  Score: Raw -92894.006390 + Penalty 3263.308601 = -89630.697789
  nChanged 33
		SP:Iteration 4Q (2064.430000 sec): 3 clusters
  Score: Raw -92987.578238 + Penalty 3263.308601 = -89724.269637
  nChanged 27
		SP:Iteration 5Q (2064.430000 sec): 3 clusters
  Score: Raw -93063.699347 + Penalty 3263.308601 = -89800.390746
  nChanged 21
		SP:Iteration 6Q (2064.430000 sec): 3 clusters
  Score: Raw -93119.173562 + Penalty 3263.308601 = -89855.864961
  nChanged 15
		SP:Iteration 7Q (2064.440000 sec): 3 clusters
  Score: Raw -93160.541767 + Penalty 3263.308601 = -89897.233166
  nChanged 7
		SP:Iteration 8Q (2064.440000 sec): 3 clusters
  Score: Raw -93172.996206 + Penalty 3263.308601 = -89909.687604
  nChanged 5
		SP:Iteration 9Q (2064.440000 sec): 3 clusters
  Score: Raw -93187.446194 + Penalty 3263.308601 = -89924.137593
  nChanged 5
		SP:Iteration 10Q (2064.440000 sec): 3 clusters
  Score: Raw -93197.765089 + Penalty 3263.308601 = -89934.456488
  nChanged 2
		SP:Iteration 11Q (2064.440000 sec): 3 clusters
  Score: Raw -93200.882835 + Penalty 3263.308601 = -89937.574234
  nChanged 2
		SP:Iteration 12Q (2064.450000 sec): 3 clusters
  Score: Raw -93202.483516 + Penalty 3263.308601 = -89939.174914
  nChanged 1
		SP:Iteration 13Q (2064.450000 sec): 3 clusters
  Score: Raw -93204.129983 + Penalty 3263.308601 = -89940.821382
  nChanged 1
		SP:Iteration 14Q (2064.450000 sec): 3 clusters
  Score: Raw -93205.834637 + Penalty 3263.308601 = -89942.526036
  nChanged 0
		SP:Iteration 15F (2064.460000 sec): 3 clusters
  Score: Raw -93205.834637 + Penalty 3263.308601 = -89942.526036
  nChanged 0
Deleting Class 9 (83 points): Lose 1816.823748 but Gain 3374.686117
Iteration 139Q (2073.160000 sec): 34 clusters
  Score: Raw -117611060.607727 + Penalty 111364.641871 = -117499695.965856
  nChanged 619
Deleting Class 23 (93 points): Lose 2756.441977 but Gain 3374.686117
Iteration 140F (2109.010000 sec): 33 clusters
  Score: Raw -117609024.063541 + Penalty 107989.955754 = -117501034.107788
  nChanged 793
Iteration 141Q (2116.990000 sec): 33 clusters
  Score: Raw -117611025.297457 + Penalty 107989.955754 = -117503035.341704
  nChanged 678
Iteration 142Q (2124.980000 sec): 33 clusters
  Score: Raw -117611292.514647 + Penalty 107989.955754 = -117503302.558893
  nChanged 610
Iteration 143Q (2132.960000 sec): 33 clusters
  Score: Raw -117611355.178519 + Penalty 107989.955754 = -117503365.222766
  nChanged 566
Iteration 144Q (2140.940000 sec): 33 clusters
  Score: Raw -117611403.585513 + Penalty 107989.955754 = -117503413.629760
  nChanged 546
Iteration 145Q (2148.900000 sec): 33 clusters
  Score: Raw -117611444.446792 + Penalty 107989.955754 = -117503454.491039
  nChanged 522
Iteration 146Q (2156.900000 sec): 33 clusters
  Score: Raw -117611472.440911 + Penalty 107989.955754 = -117503482.485157
  nChanged 513
Iteration 147Q (2164.890000 sec): 33 clusters
  Score: Raw -117611498.146314 + Penalty 107989.955754 = -117503508.190561
  nChanged 459
Iteration 148Q (2172.810000 sec): 33 clusters
  Score: Raw -117611521.491894 + Penalty 107989.955754 = -117503531.536141
  nChanged 437
Iteration 149Q (2180.770000 sec): 33 clusters
  Score: Raw -117611540.370120 + Penalty 107989.955754 = -117503550.414367
  nChanged 378
Iteration 150Q (2188.780000 sec): 33 clusters
  Score: Raw -117611557.770028 + Penalty 107989.955754 = -117503567.814275
  nChanged 391
Iteration 151Q (2196.720000 sec): 33 clusters
  Score: Raw -117611576.798941 + Penalty 107989.955754 = -117503586.843187
  nChanged 366
Iteration 152Q (2204.670000 sec): 33 clusters
  Score: Raw -117611592.555307 + Penalty 107989.955754 = -117503602.599553
  nChanged 328
Iteration 153Q (2212.670000 sec): 33 clusters
  Score: Raw -117611605.090716 + Penalty 107989.955754 = -117503615.134963
  nChanged 306
Iteration 154Q (2220.650000 sec): 33 clusters
  Score: Raw -117611617.236638 + Penalty 107989.955754 = -117503627.280884
  nChanged 299
Iteration 155Q (2228.640000 sec): 33 clusters
  Score: Raw -117611627.674975 + Penalty 107989.955754 = -117503637.719222
  nChanged 250
Iteration 156Q (2236.630000 sec): 33 clusters
  Score: Raw -117611638.622642 + Penalty 107989.955754 = -117503648.666889
  nChanged 249
Iteration 157Q (2244.620000 sec): 33 clusters
  Score: Raw -117611649.309927 + Penalty 107989.955754 = -117503659.354174
  nChanged 220
Iteration 158Q (2252.570000 sec): 33 clusters
  Score: Raw -117611659.865250 + Penalty 107989.955754 = -117503669.909497
  nChanged 209
Iteration 159Q (2260.500000 sec): 33 clusters
  Score: Raw -117611667.910502 + Penalty 107989.955754 = -117503677.954749
  nChanged 171
Iteration 160F (2294.580000 sec): 33 clusters
  Score: Raw -117611681.219438 + Penalty 107989.955754 = -117503691.263685
  nChanged 159
Iteration 161Q (2302.570000 sec): 33 clusters
  Score: Raw -117611719.892122 + Penalty 107989.955754 = -117503729.936368
  nChanged 168
Iteration 162Q (2310.550000 sec): 33 clusters
  Score: Raw -117611724.486598 + Penalty 107989.955754 = -117503734.530845
  nChanged 148
Iteration 163Q (2318.510000 sec): 33 clusters
  Score: Raw -117611729.157745 + Penalty 107989.955754 = -117503739.201992
  nChanged 132
Iteration 164Q (2326.550000 sec): 33 clusters
  Score: Raw -117611733.148508 + Penalty 107989.955754 = -117503743.192755
  nChanged 121
Iteration 165Q (2334.590000 sec): 33 clusters
  Score: Raw -117611737.352858 + Penalty 107989.955754 = -117503747.397105
  nChanged 102
Iteration 166Q (2342.620000 sec): 33 clusters
  Score: Raw -117611741.731981 + Penalty 107989.955754 = -117503751.776227
  nChanged 92
Iteration 167Q (2350.950000 sec): 33 clusters
  Score: Raw -117611745.431811 + Penalty 107989.955754 = -117503755.476057
  nChanged 96
Iteration 168Q (2361.140000 sec): 33 clusters
  Score: Raw -117611749.691875 + Penalty 107989.955754 = -117503759.736122
  nChanged 104
Iteration 169Q (2371.220000 sec): 33 clusters
  Score: Raw -117611753.757183 + Penalty 107989.955754 = -117503763.801430
  nChanged 111
Iteration 170Q (2381.280000 sec): 33 clusters
  Score: Raw -117611759.713895 + Penalty 107989.955754 = -117503769.758142
  nChanged 133
Iteration 171Q (2391.220000 sec): 33 clusters
  Score: Raw -117611767.909132 + Penalty 107989.955754 = -117503777.953378
  nChanged 150
Iteration 172Q (2401.220000 sec): 33 clusters
  Score: Raw -117611778.172613 + Penalty 107989.955754 = -117503788.216860
  nChanged 186
Iteration 173Q (2411.280000 sec): 33 clusters
  Score: Raw -117611792.325389 + Penalty 107989.955754 = -117503802.369636
  nChanged 162
Iteration 174Q (2421.490000 sec): 33 clusters
  Score: Raw -117611808.154810 + Penalty 107989.955754 = -117503818.199057
  nChanged 188
Iteration 175Q (2431.430000 sec): 33 clusters
  Score: Raw -117611828.226851 + Penalty 107989.955754 = -117503838.271098
  nChanged 196
Iteration 176Q (2441.090000 sec): 33 clusters
  Score: Raw -117611845.260921 + Penalty 107989.955754 = -117503855.305168
  nChanged 215
Iteration 177Q (2450.550000 sec): 33 clusters
  Score: Raw -117611864.179846 + Penalty 107989.955754 = -117503874.224092
  nChanged 224
Iteration 178Q (2459.980000 sec): 33 clusters
  Score: Raw -117611884.924980 + Penalty 107989.955754 = -117503894.969227
  nChanged 234
Writing temp clu file 
Because OldScore, -117503874.224092, is greater than current (better) Score,-117503894.969227 
 Compute initial score before splitting:   Score: Raw -117611884.924980 + Penalty 107989.955754 = -117503894.969227
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.130000 sec): 2 clusters
  Score: Raw -122761.033076 + Penalty 1666.315262 = -121094.717813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.140000 sec): 3 clusters
  Score: Raw -122604.486162 + Penalty 3332.630525 = -119271.855637
  nChanged 203
		SP:Iteration 1F (2460.140000 sec): 3 clusters
  Score: Raw -122837.112451 + Penalty 3332.630525 = -119504.481927
  nChanged 46
		SP:Iteration 2F (2460.140000 sec): 3 clusters
  Score: Raw -122907.386232 + Penalty 3332.630525 = -119574.755707
  nChanged 25
		SP:Iteration 3Q (2460.140000 sec): 3 clusters
  Score: Raw -122943.130750 + Penalty 3332.630525 = -119610.500225
  nChanged 13
		SP:Iteration 4Q (2460.150000 sec): 3 clusters
  Score: Raw -122958.133763 + Penalty 3332.630525 = -119625.503239
  nChanged 4
		SP:Iteration 5Q (2460.150000 sec): 3 clusters
  Score: Raw -122964.054220 + Penalty 3332.630525 = -119631.423696
  nChanged 4
		SP:Iteration 6Q (2460.150000 sec): 3 clusters
  Score: Raw -122972.465980 + Penalty 3332.630525 = -119639.835456
  nChanged 3
		SP:Iteration 7Q (2460.160000 sec): 3 clusters
  Score: Raw -122976.172829 + Penalty 3332.630525 = -119643.542304
  nChanged 2
		SP:Iteration 8Q (2460.160000 sec): 3 clusters
  Score: Raw -122979.370161 + Penalty 3332.630525 = -119646.739636
  nChanged 2
		SP:Iteration 9Q (2460.160000 sec): 3 clusters
  Score: Raw -122981.373338 + Penalty 3332.630525 = -119648.742814
  nChanged 2
		SP:Iteration 10Q (2460.170000 sec): 3 clusters
  Score: Raw -122985.085806 + Penalty 3332.630525 = -119652.455282
  nChanged 2
		SP:Iteration 11Q (2460.170000 sec): 3 clusters
  Score: Raw -122987.108039 + Penalty 3332.630525 = -119654.477514
  nChanged 2
		SP:Iteration 12Q (2460.170000 sec): 3 clusters
  Score: Raw -122989.552882 + Penalty 3332.630525 = -119656.922358
  nChanged 0
		SP:Iteration 13F (2460.180000 sec): 3 clusters
  Score: Raw -122989.552882 + Penalty 3332.630525 = -119656.922358
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.180000 sec): 2 clusters
  Score: Raw -179904.369306 + Penalty 1762.234960 = -178142.134345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.190000 sec): 3 clusters
  Score: Raw -179594.187608 + Penalty 3524.469920 = -176069.717688
  nChanged 335
		SP:Iteration 1F (2460.190000 sec): 3 clusters
  Score: Raw -179977.976105 + Penalty 3524.469920 = -176453.506185
  nChanged 93
		SP:Iteration 2F (2460.200000 sec): 3 clusters
  Score: Raw -180141.008259 + Penalty 3524.469920 = -176616.538339
  nChanged 42
		SP:Iteration 3Q (2460.200000 sec): 3 clusters
  Score: Raw -180196.355434 + Penalty 3524.469920 = -176671.885514
  nChanged 30
		SP:Iteration 4Q (2460.210000 sec): 3 clusters
  Score: Raw -180232.687030 + Penalty 3524.469920 = -176708.217110
  nChanged 12
		SP:Iteration 5Q (2460.210000 sec): 3 clusters
  Score: Raw -180247.087137 + Penalty 3524.469920 = -176722.617217
  nChanged 18
		SP:Iteration 6Q (2460.220000 sec): 3 clusters
  Score: Raw -180270.720057 + Penalty 3524.469920 = -176746.250137
  nChanged 12
		SP:Iteration 7Q (2460.220000 sec): 3 clusters
  Score: Raw -180285.989446 + Penalty 3524.469920 = -176761.519526
  nChanged 8
		SP:Iteration 8Q (2460.220000 sec): 3 clusters
  Score: Raw -180293.744744 + Penalty 3524.469920 = -176769.274824
  nChanged 5
		SP:Iteration 9Q (2460.230000 sec): 3 clusters
  Score: Raw -180297.290647 + Penalty 3524.469920 = -176772.820727
  nChanged 2
		SP:Iteration 10Q (2460.230000 sec): 3 clusters
  Score: Raw -180299.926895 + Penalty 3524.469920 = -176775.456975
  nChanged 2
		SP:Iteration 11Q (2460.240000 sec): 3 clusters
  Score: Raw -180303.154465 + Penalty 3524.469920 = -176778.684545
  nChanged 0
		SP:Iteration 12F (2460.240000 sec): 3 clusters
  Score: Raw -180303.154465 + Penalty 3524.469920 = -176778.684545
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.250000 sec): 2 clusters
  Score: Raw -22282.278239 + Penalty 1294.648245 = -20987.629995
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.250000 sec): 3 clusters
  Score: Raw -22605.113678 + Penalty 2589.296489 = -20015.817189
  nChanged 24
		SP:Iteration 1F (2460.250000 sec): 3 clusters
  Score: Raw -22711.338339 + Penalty 2589.296489 = -20122.041849
  nChanged 1
		SP:Iteration 2Q (2460.250000 sec): 3 clusters
  Score: Raw -22718.652269 + Penalty 2589.296489 = -20129.355780
  nChanged 1
		SP:Iteration 3Q (2460.250000 sec): 3 clusters
  Score: Raw -22725.181316 + Penalty 2589.296489 = -20135.884827
  nChanged 3
		SP:Iteration 4Q (2460.250000 sec): 3 clusters
  Score: Raw -22742.668963 + Penalty 2589.296489 = -20153.372474
  nChanged 2
		SP:Iteration 5Q (2460.250000 sec): 3 clusters
  Score: Raw -22749.823885 + Penalty 2589.296489 = -20160.527396
  nChanged 0
		SP:Iteration 6F (2460.250000 sec): 3 clusters
  Score: Raw -22749.823885 + Penalty 2589.296489 = -20160.527396
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (2355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.260000 sec): 2 clusters
  Score: Raw -345170.436905 + Penalty 1925.545410 = -343244.891496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.270000 sec): 3 clusters
  Score: Raw -344272.370654 + Penalty 3851.090819 = -340421.279835
  nChanged 765
		SP:Iteration 1F (2460.280000 sec): 3 clusters
  Score: Raw -344792.588436 + Penalty 3851.090819 = -340941.497617
  nChanged 192
		SP:Iteration 2F (2460.290000 sec): 3 clusters
  Score: Raw -344957.097504 + Penalty 3851.090819 = -341106.006685
  nChanged 115
		SP:Iteration 3Q (2460.300000 sec): 3 clusters
  Score: Raw -345052.651885 + Penalty 3851.090819 = -341201.561066
  nChanged 85
		SP:Iteration 4Q (2460.310000 sec): 3 clusters
  Score: Raw -345113.599546 + Penalty 3851.090819 = -341262.508727
  nChanged 70
		SP:Iteration 5Q (2460.320000 sec): 3 clusters
  Score: Raw -345161.545767 + Penalty 3851.090819 = -341310.454947
  nChanged 49
		SP:Iteration 6Q (2460.330000 sec): 3 clusters
  Score: Raw -345199.524459 + Penalty 3851.090819 = -341348.433640
  nChanged 35
		SP:Iteration 7Q (2460.340000 sec): 3 clusters
  Score: Raw -345221.638757 + Penalty 3851.090819 = -341370.547937
  nChanged 28
		SP:Iteration 8Q (2460.350000 sec): 3 clusters
  Score: Raw -345241.188187 + Penalty 3851.090819 = -341390.097368
  nChanged 34
		SP:Iteration 9Q (2460.360000 sec): 3 clusters
  Score: Raw -345265.009037 + Penalty 3851.090819 = -341413.918217
  nChanged 33
		SP:Iteration 10Q (2460.360000 sec): 3 clusters
  Score: Raw -345293.201676 + Penalty 3851.090819 = -341442.110857
  nChanged 35
		SP:Iteration 11Q (2460.380000 sec): 3 clusters
  Score: Raw -345321.617041 + Penalty 3851.090819 = -341470.526222
  nChanged 36
		SP:Iteration 12Q (2460.380000 sec): 3 clusters
  Score: Raw -345347.245224 + Penalty 3851.090819 = -341496.154405
  nChanged 26
		SP:Iteration 13Q (2460.390000 sec): 3 clusters
  Score: Raw -345365.934449 + Penalty 3851.090819 = -341514.843630
  nChanged 26
		SP:Iteration 14Q (2460.400000 sec): 3 clusters
  Score: Raw -345391.324336 + Penalty 3851.090819 = -341540.233516
  nChanged 32
		SP:Iteration 15Q (2460.410000 sec): 3 clusters
  Score: Raw -345416.960715 + Penalty 3851.090819 = -341565.869896
  nChanged 36
		SP:Iteration 16Q (2460.420000 sec): 3 clusters
  Score: Raw -345450.792094 + Penalty 3851.090819 = -341599.701275
  nChanged 33
		SP:Iteration 17Q (2460.430000 sec): 3 clusters
  Score: Raw -345480.792008 + Penalty 3851.090819 = -341629.701188
  nChanged 35
		SP:Iteration 18Q (2460.440000 sec): 3 clusters
  Score: Raw -345515.955141 + Penalty 3851.090819 = -341664.864322
  nChanged 46
		SP:Iteration 19Q (2460.450000 sec): 3 clusters
  Score: Raw -345550.508882 + Penalty 3851.090819 = -341699.418063
  nChanged 33
		SP:Iteration 20F (2460.460000 sec): 3 clusters
  Score: Raw -345575.229250 + Penalty 3851.090819 = -341724.138431
  nChanged 31
		SP:Iteration 21Q (2460.470000 sec): 3 clusters
  Score: Raw -345601.792079 + Penalty 3851.090819 = -341750.701260
  nChanged 32
		SP:Iteration 22Q (2460.480000 sec): 3 clusters
  Score: Raw -345635.564884 + Penalty 3851.090819 = -341784.474065
  nChanged 41
		SP:Iteration 23Q (2460.480000 sec): 3 clusters
  Score: Raw -345680.426816 + Penalty 3851.090819 = -341829.335996
  nChanged 37
		SP:Iteration 24Q (2460.490000 sec): 3 clusters
  Score: Raw -345722.385852 + Penalty 3851.090819 = -341871.295033
  nChanged 38
		SP:Iteration 25Q (2460.500000 sec): 3 clusters
  Score: Raw -345762.908657 + Penalty 3851.090819 = -341911.817837
  nChanged 30
		SP:Iteration 26Q (2460.510000 sec): 3 clusters
  Score: Raw -345795.520419 + Penalty 3851.090819 = -341944.429600
  nChanged 32
		SP:Iteration 27Q (2460.520000 sec): 3 clusters
  Score: Raw -345822.502841 + Penalty 3851.090819 = -341971.412021
  nChanged 21
		SP:Iteration 28Q (2460.530000 sec): 3 clusters
  Score: Raw -345835.993581 + Penalty 3851.090819 = -341984.902761
  nChanged 17
		SP:Iteration 29Q (2460.540000 sec): 3 clusters
  Score: Raw -345845.778215 + Penalty 3851.090819 = -341994.687395
  nChanged 18
		SP:Iteration 30Q (2460.540000 sec): 3 clusters
  Score: Raw -345860.664185 + Penalty 3851.090819 = -342009.573365
  nChanged 12
		SP:Iteration 31Q (2460.550000 sec): 3 clusters
  Score: Raw -345868.284473 + Penalty 3851.090819 = -342017.193654
  nChanged 9
		SP:Iteration 32Q (2460.560000 sec): 3 clusters
  Score: Raw -345873.569146 + Penalty 3851.090819 = -342022.478326
  nChanged 7
		SP:Iteration 33Q (2460.570000 sec): 3 clusters
  Score: Raw -345876.012430 + Penalty 3851.090819 = -342024.921611
  nChanged 7
		SP:Iteration 34Q (2460.580000 sec): 3 clusters
  Score: Raw -345880.974197 + Penalty 3851.090819 = -342029.883378
  nChanged 7
		SP:Iteration 35Q (2460.590000 sec): 3 clusters
  Score: Raw -345883.556993 + Penalty 3851.090819 = -342032.466173
  nChanged 7
		SP:Iteration 36Q (2460.600000 sec): 3 clusters
  Score: Raw -345888.988780 + Penalty 3851.090819 = -342037.897961
  nChanged 2
		SP:Iteration 37Q (2460.600000 sec): 3 clusters
  Score: Raw -345889.532914 + Penalty 3851.090819 = -342038.442094
  nChanged 0
		SP:Iteration 38F (2460.610000 sec): 3 clusters
  Score: Raw -345889.532914 + Penalty 3851.090819 = -342038.442094
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.620000 sec): 2 clusters
  Score: Raw -77809.852459 + Penalty 1571.093454 = -76238.759005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.620000 sec): 3 clusters
  Score: Raw -77840.518511 + Penalty 3142.186909 = -74698.331602
  nChanged 122
		SP:Iteration 1F (2460.620000 sec): 3 clusters
  Score: Raw -78100.053646 + Penalty 3142.186909 = -74957.866737
  nChanged 23
		SP:Iteration 2Q (2460.620000 sec): 3 clusters
  Score: Raw -78198.640470 + Penalty 3142.186909 = -75056.453562
  nChanged 16
		SP:Iteration 3Q (2460.630000 sec): 3 clusters
  Score: Raw -78274.517664 + Penalty 3142.186909 = -75132.330755
  nChanged 20
		SP:Iteration 4Q (2460.630000 sec): 3 clusters
  Score: Raw -78364.955844 + Penalty 3142.186909 = -75222.768935
  nChanged 24
		SP:Iteration 5Q (2460.630000 sec): 3 clusters
  Score: Raw -78418.990008 + Penalty 3142.186909 = -75276.803099
  nChanged 13
		SP:Iteration 6Q (2460.630000 sec): 3 clusters
  Score: Raw -78451.594584 + Penalty 3142.186909 = -75309.407675
  nChanged 18
		SP:Iteration 7Q (2460.640000 sec): 3 clusters
  Score: Raw -78496.001003 + Penalty 3142.186909 = -75353.814094
  nChanged 22
		SP:Iteration 8Q (2460.640000 sec): 3 clusters
  Score: Raw -78545.478291 + Penalty 3142.186909 = -75403.291382
  nChanged 23
		SP:Iteration 9Q (2460.640000 sec): 3 clusters
  Score: Raw -78596.774121 + Penalty 3142.186909 = -75454.587212
  nChanged 19
		SP:Iteration 10Q (2460.640000 sec): 3 clusters
  Score: Raw -78655.893029 + Penalty 3142.186909 = -75513.706121
  nChanged 17
		SP:Iteration 11Q (2460.640000 sec): 3 clusters
  Score: Raw -78724.793165 + Penalty 3142.186909 = -75582.606257
  nChanged 11
		SP:Iteration 12Q (2460.640000 sec): 3 clusters
  Score: Raw -78776.547913 + Penalty 3142.186909 = -75634.361004
  nChanged 5
		SP:Iteration 13Q (2460.650000 sec): 3 clusters
  Score: Raw -78794.492386 + Penalty 3142.186909 = -75652.305478
  nChanged 1
		SP:Iteration 14Q (2460.650000 sec): 3 clusters
  Score: Raw -78801.517055 + Penalty 3142.186909 = -75659.330147
  nChanged 2
		SP:Iteration 15Q (2460.650000 sec): 3 clusters
  Score: Raw -78808.845555 + Penalty 3142.186909 = -75666.658646
  nChanged 3
		SP:Iteration 16Q (2460.650000 sec): 3 clusters
  Score: Raw -78821.791201 + Penalty 3142.186909 = -75679.604293
  nChanged 2
		SP:Iteration 17Q (2460.660000 sec): 3 clusters
  Score: Raw -78825.329950 + Penalty 3142.186909 = -75683.143041
  nChanged 0
		SP:Iteration 18F (2460.660000 sec): 3 clusters
  Score: Raw -78825.329950 + Penalty 3142.186909 = -75683.143041
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2460.720000 sec): 2 clusters
  Score: Raw -2459821.203206 + Penalty 2427.025162 = -2457394.178045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2460.800000 sec): 3 clusters
  Score: Raw -2449576.125086 + Penalty 4854.050323 = -2444722.074763
  nChanged 7748
		SP:Iteration 1F (2460.870000 sec): 3 clusters
  Score: Raw -2453828.786920 + Penalty 4854.050323 = -2448974.736597
  nChanged 983
		SP:Iteration 2F (2460.950000 sec): 3 clusters
  Score: Raw -2454214.024259 + Penalty 4854.050323 = -2449359.973935
  nChanged 828
		SP:Iteration 3Q (2461.020000 sec): 3 clusters
  Score: Raw -2454527.482018 + Penalty 4854.050323 = -2449673.431695
  nChanged 712
		SP:Iteration 4Q (2461.100000 sec): 3 clusters
  Score: Raw -2454811.353151 + Penalty 4854.050323 = -2449957.302828
  nChanged 719
		SP:Iteration 5Q (2461.180000 sec): 3 clusters
  Score: Raw -2455107.366366 + Penalty 4854.050323 = -2450253.316043
  nChanged 711
		SP:Iteration 6Q (2461.250000 sec): 3 clusters
  Score: Raw -2455421.547099 + Penalty 4854.050323 = -2450567.496776
  nChanged 700
		SP:Iteration 7Q (2461.320000 sec): 3 clusters
  Score: Raw -2455755.204115 + Penalty 4854.050323 = -2450901.153792
  nChanged 716
		SP:Iteration 8Q (2461.400000 sec): 3 clusters
  Score: Raw -2456140.857054 + Penalty 4854.050323 = -2451286.806730
  nChanged 744
		SP:Iteration 9Q (2461.460000 sec): 3 clusters
  Score: Raw -2456543.482626 + Penalty 4854.050323 = -2451689.432303
  nChanged 753
		SP:Iteration 10Q (2461.530000 sec): 3 clusters
  Score: Raw -2456941.567754 + Penalty 4854.050323 = -2452087.517431
  nChanged 684
		SP:Iteration 11Q (2461.600000 sec): 3 clusters
  Score: Raw -2457310.890626 + Penalty 4854.050323 = -2452456.840303
  nChanged 611
		SP:Iteration 12Q (2461.660000 sec): 3 clusters
  Score: Raw -2457610.375093 + Penalty 4854.050323 = -2452756.324770
  nChanged 539
		SP:Iteration 13Q (2461.720000 sec): 3 clusters
  Score: Raw -2457860.876031 + Penalty 4854.050323 = -2453006.825708
  nChanged 445
		SP:Iteration 14Q (2461.790000 sec): 3 clusters
  Score: Raw -2458058.437223 + Penalty 4854.050323 = -2453204.386900
  nChanged 382
		SP:Iteration 15Q (2461.850000 sec): 3 clusters
  Score: Raw -2458220.948707 + Penalty 4854.050323 = -2453366.898383
  nChanged 335
		SP:Iteration 16Q (2461.910000 sec): 3 clusters
  Score: Raw -2458355.574494 + Penalty 4854.050323 = -2453501.524171
  nChanged 291
		SP:Iteration 17Q (2461.970000 sec): 3 clusters
  Score: Raw -2458464.472047 + Penalty 4854.050323 = -2453610.421724
  nChanged 267
		SP:Iteration 18Q (2462.040000 sec): 3 clusters
  Score: Raw -2458572.707027 + Penalty 4854.050323 = -2453718.656704
  nChanged 232
		SP:Iteration 19Q (2462.100000 sec): 3 clusters
  Score: Raw -2458660.771126 + Penalty 4854.050323 = -2453806.720803
  nChanged 234
		SP:Iteration 20F (2462.160000 sec): 3 clusters
  Score: Raw -2458736.820717 + Penalty 4854.050323 = -2453882.770394
  nChanged 195
		SP:Iteration 21Q (2462.220000 sec): 3 clusters
  Score: Raw -2458800.070334 + Penalty 4854.050323 = -2453946.020011
  nChanged 215
		SP:Iteration 22Q (2462.280000 sec): 3 clusters
  Score: Raw -2458869.918480 + Penalty 4854.050323 = -2454015.868157
  nChanged 188
		SP:Iteration 23Q (2462.340000 sec): 3 clusters
  Score: Raw -2458931.752319 + Penalty 4854.050323 = -2454077.701996
  nChanged 177
		SP:Iteration 24Q (2462.400000 sec): 3 clusters
  Score: Raw -2458998.799994 + Penalty 4854.050323 = -2454144.749671
  nChanged 187
		SP:Iteration 25Q (2462.450000 sec): 3 clusters
  Score: Raw -2459066.702205 + Penalty 4854.050323 = -2454212.651881
  nChanged 166
		SP:Iteration 26Q (2462.510000 sec): 3 clusters
  Score: Raw -2459127.425675 + Penalty 4854.050323 = -2454273.375352
  nChanged 174
		SP:Iteration 27Q (2462.570000 sec): 3 clusters
  Score: Raw -2459194.583808 + Penalty 4854.050323 = -2454340.533485
  nChanged 173
		SP:Iteration 28Q (2462.620000 sec): 3 clusters
  Score: Raw -2459259.281702 + Penalty 4854.050323 = -2454405.231378
  nChanged 177
		SP:Iteration 29Q (2462.680000 sec): 3 clusters
  Score: Raw -2459327.191554 + Penalty 4854.050323 = -2454473.141231
  nChanged 154
		SP:Iteration 30Q (2462.740000 sec): 3 clusters
  Score: Raw -2459386.594900 + Penalty 4854.050323 = -2454532.544577
  nChanged 159
		SP:Iteration 31Q (2462.790000 sec): 3 clusters
  Score: Raw -2459458.681768 + Penalty 4854.050323 = -2454604.631445
  nChanged 149
		SP:Iteration 32Q (2462.840000 sec): 3 clusters
  Score: Raw -2459527.218068 + Penalty 4854.050323 = -2454673.167745
  nChanged 137
		SP:Iteration 33Q (2462.900000 sec): 3 clusters
  Score: Raw -2459588.977060 + Penalty 4854.050323 = -2454734.926737
  nChanged 148
		SP:Iteration 34Q (2462.950000 sec): 3 clusters
  Score: Raw -2459653.373590 + Penalty 4854.050323 = -2454799.323266
  nChanged 134
		SP:Iteration 35Q (2463.010000 sec): 3 clusters
  Score: Raw -2459720.081801 + Penalty 4854.050323 = -2454866.031478
  nChanged 117
		SP:Iteration 36Q (2463.060000 sec): 3 clusters
  Score: Raw -2459782.256407 + Penalty 4854.050323 = -2454928.206083
  nChanged 125
		SP:Iteration 37Q (2463.110000 sec): 3 clusters
  Score: Raw -2459849.451966 + Penalty 4854.050323 = -2454995.401643
  nChanged 127
		SP:Iteration 38Q (2463.160000 sec): 3 clusters
  Score: Raw -2459905.947852 + Penalty 4854.050323 = -2455051.897528
  nChanged 99
		SP:Iteration 39Q (2463.220000 sec): 3 clusters
  Score: Raw -2459959.676636 + Penalty 4854.050323 = -2455105.626313
  nChanged 102
		SP:Iteration 40F (2463.280000 sec): 3 clusters
  Score: Raw -2460018.159460 + Penalty 4854.050323 = -2455164.109137
  nChanged 88
		SP:Iteration 41Q (2463.340000 sec): 3 clusters
  Score: Raw -2460069.457698 + Penalty 4854.050323 = -2455215.407375
  nChanged 64
		SP:Iteration 42Q (2463.380000 sec): 3 clusters
  Score: Raw -2460109.277147 + Penalty 4854.050323 = -2455255.226824
  nChanged 60
		SP:Iteration 43Q (2463.440000 sec): 3 clusters
  Score: Raw -2460137.064868 + Penalty 4854.050323 = -2455283.014544
  nChanged 48
		SP:Iteration 44Q (2463.490000 sec): 3 clusters
  Score: Raw -2460159.786677 + Penalty 4854.050323 = -2455305.736353
  nChanged 42
		SP:Iteration 45Q (2463.540000 sec): 3 clusters
  Score: Raw -2460181.411001 + Penalty 4854.050323 = -2455327.360678
  nChanged 33
		SP:Iteration 46Q (2463.590000 sec): 3 clusters
  Score: Raw -2460195.762372 + Penalty 4854.050323 = -2455341.712049
  nChanged 23
		SP:Iteration 47Q (2463.640000 sec): 3 clusters
  Score: Raw -2460207.972488 + Penalty 4854.050323 = -2455353.922165
  nChanged 30
		SP:Iteration 48Q (2463.690000 sec): 3 clusters
  Score: Raw -2460223.974241 + Penalty 4854.050323 = -2455369.923918
  nChanged 31
		SP:Iteration 49Q (2463.740000 sec): 3 clusters
  Score: Raw -2460239.788461 + Penalty 4854.050323 = -2455385.738138
  nChanged 32
		SP:Iteration 50Q (2463.790000 sec): 3 clusters
  Score: Raw -2460259.208636 + Penalty 4854.050323 = -2455405.158312
  nChanged 24
		SP:Iteration 51Q (2463.840000 sec): 3 clusters
  Score: Raw -2460274.755355 + Penalty 4854.050323 = -2455420.705032
  nChanged 21
		SP:Iteration 52Q (2463.890000 sec): 3 clusters
  Score: Raw -2460285.812769 + Penalty 4854.050323 = -2455431.762446
  nChanged 18
		SP:Iteration 53Q (2463.940000 sec): 3 clusters
  Score: Raw -2460295.983830 + Penalty 4854.050323 = -2455441.933507
  nChanged 16
		SP:Iteration 54Q (2463.990000 sec): 3 clusters
  Score: Raw -2460304.653251 + Penalty 4854.050323 = -2455450.602928
  nChanged 18
		SP:Iteration 55Q (2464.040000 sec): 3 clusters
  Score: Raw -2460313.522930 + Penalty 4854.050323 = -2455459.472607
  nChanged 12
		SP:Iteration 56Q (2464.090000 sec): 3 clusters
  Score: Raw -2460318.787722 + Penalty 4854.050323 = -2455464.737398
  nChanged 12
		SP:Iteration 57Q (2464.140000 sec): 3 clusters
  Score: Raw -2460325.008095 + Penalty 4854.050323 = -2455470.957772
  nChanged 11
		SP:Iteration 58Q (2464.180000 sec): 3 clusters
  Score: Raw -2460330.357231 + Penalty 4854.050323 = -2455476.306908
  nChanged 9
		SP:Iteration 59Q (2464.230000 sec): 3 clusters
  Score: Raw -2460334.257123 + Penalty 4854.050323 = -2455480.206800
  nChanged 9
		SP:Iteration 60F (2464.300000 sec): 3 clusters
  Score: Raw -2460337.769419 + Penalty 4854.050323 = -2455483.719095
  nChanged 4
		SP:Iteration 61Q (2464.350000 sec): 3 clusters
  Score: Raw -2460340.536719 + Penalty 4854.050323 = -2455486.486396
  nChanged 9
		SP:Iteration 62Q (2464.400000 sec): 3 clusters
  Score: Raw -2460344.370165 + Penalty 4854.050323 = -2455490.319842
  nChanged 4
		SP:Iteration 63Q (2464.450000 sec): 3 clusters
  Score: Raw -2460346.248943 + Penalty 4854.050323 = -2455492.198620
  nChanged 4
		SP:Iteration 64Q (2464.500000 sec): 3 clusters
  Score: Raw -2460348.167786 + Penalty 4854.050323 = -2455494.117463
  nChanged 2
		SP:Iteration 65Q (2464.540000 sec): 3 clusters
  Score: Raw -2460348.961917 + Penalty 4854.050323 = -2455494.911594
  nChanged 1
		SP:Iteration 66Q (2464.590000 sec): 3 clusters
  Score: Raw -2460349.408144 + Penalty 4854.050323 = -2455495.357821
  nChanged 1
		SP:Iteration 67Q (2464.640000 sec): 3 clusters
  Score: Raw -2460349.823461 + Penalty 4854.050323 = -2455495.773138
  nChanged 1
		SP:Iteration 68Q (2464.690000 sec): 3 clusters
  Score: Raw -2460350.147032 + Penalty 4854.050323 = -2455496.096709
  nChanged 0
		SP:Iteration 69F (2464.760000 sec): 3 clusters
  Score: Raw -2460350.147032 + Penalty 4854.050323 = -2455496.096709
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2464.780000 sec): 2 clusters
  Score: Raw -1055292.487816 + Penalty 2202.419695 = -1053090.068122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2464.810000 sec): 3 clusters
  Score: Raw -1051589.137129 + Penalty 4404.839390 = -1047184.297739
  nChanged 2884
		SP:Iteration 1F (2464.840000 sec): 3 clusters
  Score: Raw -1053189.574291 + Penalty 4404.839390 = -1048784.734901
  nChanged 495
		SP:Iteration 2F (2464.860000 sec): 3 clusters
  Score: Raw -1053437.781389 + Penalty 4404.839390 = -1049032.941999
  nChanged 339
		SP:Iteration 3Q (2464.890000 sec): 3 clusters
  Score: Raw -1053599.357947 + Penalty 4404.839390 = -1049194.518558
  nChanged 268
		SP:Iteration 4Q (2464.920000 sec): 3 clusters
  Score: Raw -1053712.777363 + Penalty 4404.839390 = -1049307.937974
  nChanged 224
		SP:Iteration 5Q (2464.940000 sec): 3 clusters
  Score: Raw -1053818.113267 + Penalty 4404.839390 = -1049413.273877
  nChanged 207
		SP:Iteration 6Q (2464.970000 sec): 3 clusters
  Score: Raw -1053903.348703 + Penalty 4404.839390 = -1049498.509313
  nChanged 174
		SP:Iteration 7Q (2465.000000 sec): 3 clusters
  Score: Raw -1053980.709418 + Penalty 4404.839390 = -1049575.870028
  nChanged 175
		SP:Iteration 8Q (2465.020000 sec): 3 clusters
  Score: Raw -1054056.482471 + Penalty 4404.839390 = -1049651.643081
  nChanged 182
		SP:Iteration 9Q (2465.050000 sec): 3 clusters
  Score: Raw -1054161.099858 + Penalty 4404.839390 = -1049756.260468
  nChanged 187
		SP:Iteration 10Q (2465.080000 sec): 3 clusters
  Score: Raw -1054268.368836 + Penalty 4404.839390 = -1049863.529447
  nChanged 188
		SP:Iteration 11Q (2465.100000 sec): 3 clusters
  Score: Raw -1054366.874341 + Penalty 4404.839390 = -1049962.034951
  nChanged 188
		SP:Iteration 12Q (2465.130000 sec): 3 clusters
  Score: Raw -1054471.818837 + Penalty 4404.839390 = -1050066.979447
  nChanged 191
		SP:Iteration 13Q (2465.160000 sec): 3 clusters
  Score: Raw -1054563.158454 + Penalty 4404.839390 = -1050158.319064
  nChanged 154
		SP:Iteration 14Q (2465.180000 sec): 3 clusters
  Score: Raw -1054649.381265 + Penalty 4404.839390 = -1050244.541876
  nChanged 188
		SP:Iteration 15Q (2465.200000 sec): 3 clusters
  Score: Raw -1054740.503172 + Penalty 4404.839390 = -1050335.663782
  nChanged 165
		SP:Iteration 16Q (2465.230000 sec): 3 clusters
  Score: Raw -1054820.744797 + Penalty 4404.839390 = -1050415.905407
  nChanged 140
		SP:Iteration 17Q (2465.260000 sec): 3 clusters
  Score: Raw -1054892.117199 + Penalty 4404.839390 = -1050487.277809
  nChanged 114
		SP:Iteration 18Q (2465.280000 sec): 3 clusters
  Score: Raw -1054953.290858 + Penalty 4404.839390 = -1050548.451468
  nChanged 141
		SP:Iteration 19Q (2465.310000 sec): 3 clusters
  Score: Raw -1055023.018149 + Penalty 4404.839390 = -1050618.178759
  nChanged 129
		SP:Iteration 20F (2465.330000 sec): 3 clusters
  Score: Raw -1055087.036141 + Penalty 4404.839390 = -1050682.196752
  nChanged 111
		SP:Iteration 21Q (2465.360000 sec): 3 clusters
  Score: Raw -1055141.257819 + Penalty 4404.839390 = -1050736.418430
  nChanged 116
		SP:Iteration 22Q (2465.380000 sec): 3 clusters
  Score: Raw -1055191.657275 + Penalty 4404.839390 = -1050786.817885
  nChanged 105
		SP:Iteration 23Q (2465.410000 sec): 3 clusters
  Score: Raw -1055241.617524 + Penalty 4404.839390 = -1050836.778134
  nChanged 94
		SP:Iteration 24Q (2465.430000 sec): 3 clusters
  Score: Raw -1055281.806168 + Penalty 4404.839390 = -1050876.966778
  nChanged 76
		SP:Iteration 25Q (2465.460000 sec): 3 clusters
  Score: Raw -1055314.326813 + Penalty 4404.839390 = -1050909.487423
  nChanged 71
		SP:Iteration 26Q (2465.480000 sec): 3 clusters
  Score: Raw -1055343.333019 + Penalty 4404.839390 = -1050938.493630
  nChanged 72
		SP:Iteration 27Q (2465.500000 sec): 3 clusters
  Score: Raw -1055374.796702 + Penalty 4404.839390 = -1050969.957312
  nChanged 54
		SP:Iteration 28Q (2465.530000 sec): 3 clusters
  Score: Raw -1055395.038564 + Penalty 4404.839390 = -1050990.199175
  nChanged 52
		SP:Iteration 29Q (2465.550000 sec): 3 clusters
  Score: Raw -1055414.696730 + Penalty 4404.839390 = -1051009.857340
  nChanged 42
		SP:Iteration 30Q (2465.580000 sec): 3 clusters
  Score: Raw -1055430.041607 + Penalty 4404.839390 = -1051025.202217
  nChanged 35
		SP:Iteration 31Q (2465.600000 sec): 3 clusters
  Score: Raw -1055440.124832 + Penalty 4404.839390 = -1051035.285442
  nChanged 28
		SP:Iteration 32Q (2465.620000 sec): 3 clusters
  Score: Raw -1055447.185194 + Penalty 4404.839390 = -1051042.345804
  nChanged 23
		SP:Iteration 33Q (2465.650000 sec): 3 clusters
  Score: Raw -1055452.635048 + Penalty 4404.839390 = -1051047.795658
  nChanged 14
		SP:Iteration 34Q (2465.670000 sec): 3 clusters
  Score: Raw -1055456.451870 + Penalty 4404.839390 = -1051051.612480
  nChanged 15
		SP:Iteration 35Q (2465.700000 sec): 3 clusters
  Score: Raw -1055460.053209 + Penalty 4404.839390 = -1051055.213819
  nChanged 8
		SP:Iteration 36Q (2465.720000 sec): 3 clusters
  Score: Raw -1055461.372428 + Penalty 4404.839390 = -1051056.533039
  nChanged 7
		SP:Iteration 37Q (2465.740000 sec): 3 clusters
  Score: Raw -1055462.429931 + Penalty 4404.839390 = -1051057.590542
  nChanged 1
		SP:Iteration 38Q (2465.770000 sec): 3 clusters
  Score: Raw -1055462.513034 + Penalty 4404.839390 = -1051057.673644
  nChanged 3
		SP:Iteration 39Q (2465.790000 sec): 3 clusters
  Score: Raw -1055463.289305 + Penalty 4404.839390 = -1051058.449915
  nChanged 4
		SP:Iteration 40F (2465.820000 sec): 3 clusters
  Score: Raw -1055464.119871 + Penalty 4404.839390 = -1051059.280481
  nChanged 3
		SP:Iteration 41Q (2465.840000 sec): 3 clusters
  Score: Raw -1055464.632871 + Penalty 4404.839390 = -1051059.793481
  nChanged 2
		SP:Iteration 42Q (2465.870000 sec): 3 clusters
  Score: Raw -1055464.918051 + Penalty 4404.839390 = -1051060.078662
  nChanged 0
		SP:Iteration 43F (2465.890000 sec): 3 clusters
  Score: Raw -1055464.918051 + Penalty 4404.839390 = -1051060.078662
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (100023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2466.240000 sec): 2 clusters
  Score: Raw -14781034.940406 + Penalty 2855.262549 = -14778179.677858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2466.620000 sec): 3 clusters
  Score: Raw -14717072.382328 + Penalty 5710.525098 = -14711361.857231
  nChanged 47107
		SP:Iteration 1F (2467.000000 sec): 3 clusters
  Score: Raw -14743432.637807 + Penalty 5710.525098 = -14737722.112710
  nChanged 3237
		SP:Iteration 2Q (2467.380000 sec): 3 clusters
  Score: Raw -14744191.325646 + Penalty 5710.525098 = -14738480.800548
  nChanged 3338
		SP:Iteration 3Q (2467.770000 sec): 3 clusters
  Score: Raw -14745066.514005 + Penalty 5710.525098 = -14739355.988907
  nChanged 3630
		SP:Iteration 4Q (2468.150000 sec): 3 clusters
  Score: Raw -14746217.130465 + Penalty 5710.525098 = -14740506.605367
  nChanged 4348
		SP:Iteration 5Q (2468.530000 sec): 3 clusters
  Score: Raw -14748030.303894 + Penalty 5710.525098 = -14742319.778797
  nChanged 5608
		SP:Iteration 6F (2468.910000 sec): 3 clusters
  Score: Raw -14751141.096314 + Penalty 5710.525098 = -14745430.571216
  nChanged 7093
		SP:Iteration 7F (2469.280000 sec): 3 clusters
  Score: Raw -14756173.380245 + Penalty 5710.525098 = -14750462.855147
  nChanged 8115
		SP:Iteration 8F (2469.660000 sec): 3 clusters
  Score: Raw -14763042.319986 + Penalty 5710.525098 = -14757331.794888
  nChanged 7639
		SP:Iteration 9F (2470.030000 sec): 3 clusters
  Score: Raw -14770124.534967 + Penalty 5710.525098 = -14764414.009870
  nChanged 5830
		SP:Iteration 10F (2470.410000 sec): 3 clusters
  Score: Raw -14775640.553666 + Penalty 5710.525098 = -14769930.028569
  nChanged 3374
		SP:Iteration 11Q (2470.760000 sec): 3 clusters
  Score: Raw -14778721.024325 + Penalty 5710.525098 = -14773010.499228
  nChanged 1675
		SP:Iteration 12Q (2471.080000 sec): 3 clusters
  Score: Raw -14780190.620199 + Penalty 5710.525098 = -14774480.095101
  nChanged 733
		SP:Iteration 13Q (2471.380000 sec): 3 clusters
  Score: Raw -14780806.406346 + Penalty 5710.525098 = -14775095.881249
  nChanged 290
		SP:Iteration 14Q (2471.660000 sec): 3 clusters
  Score: Raw -14781070.659063 + Penalty 5710.525098 = -14775360.133965
  nChanged 152
		SP:Iteration 15Q (2471.930000 sec): 3 clusters
  Score: Raw -14781199.968556 + Penalty 5710.525098 = -14775489.443459
  nChanged 75
		SP:Iteration 16Q (2472.200000 sec): 3 clusters
  Score: Raw -14781264.945925 + Penalty 5710.525098 = -14775554.420828
  nChanged 49
		SP:Iteration 17Q (2472.470000 sec): 3 clusters
  Score: Raw -14781313.412647 + Penalty 5710.525098 = -14775602.887549
  nChanged 27
		SP:Iteration 18Q (2472.740000 sec): 3 clusters
  Score: Raw -14781339.610662 + Penalty 5710.525098 = -14775629.085565
  nChanged 17
		SP:Iteration 19Q (2473.010000 sec): 3 clusters
  Score: Raw -14781355.153864 + Penalty 5710.525098 = -14775644.628767
  nChanged 16
		SP:Iteration 20F (2473.370000 sec): 3 clusters
  Score: Raw -14781369.257370 + Penalty 5710.525098 = -14775658.732272
  nChanged 13
		SP:Iteration 21Q (2473.640000 sec): 3 clusters
  Score: Raw -14781381.470074 + Penalty 5710.525098 = -14775670.944977
  nChanged 9
		SP:Iteration 22Q (2473.910000 sec): 3 clusters
  Score: Raw -14781391.782282 + Penalty 5710.525098 = -14775681.257185
  nChanged 10
		SP:Iteration 23Q (2474.170000 sec): 3 clusters
  Score: Raw -14781405.536957 + Penalty 5710.525098 = -14775695.011859
  nChanged 10
		SP:Iteration 24Q (2474.440000 sec): 3 clusters
  Score: Raw -14781414.150146 + Penalty 5710.525098 = -14775703.625048
  nChanged 10
		SP:Iteration 25Q (2474.700000 sec): 3 clusters
  Score: Raw -14781424.239110 + Penalty 5710.525098 = -14775713.714012
  nChanged 9
		SP:Iteration 26Q (2474.970000 sec): 3 clusters
  Score: Raw -14781431.419405 + Penalty 5710.525098 = -14775720.894308
  nChanged 6
		SP:Iteration 27Q (2475.230000 sec): 3 clusters
  Score: Raw -14781437.004049 + Penalty 5710.525098 = -14775726.478952
  nChanged 7
		SP:Iteration 28Q (2475.490000 sec): 3 clusters
  Score: Raw -14781445.585401 + Penalty 5710.525098 = -14775735.060304
  nChanged 4
		SP:Iteration 29Q (2475.760000 sec): 3 clusters
  Score: Raw -14781449.213386 + Penalty 5710.525098 = -14775738.688288
  nChanged 4
		SP:Iteration 30Q (2476.020000 sec): 3 clusters
  Score: Raw -14781453.479901 + Penalty 5710.525098 = -14775742.954804
  nChanged 5
		SP:Iteration 31Q (2476.290000 sec): 3 clusters
  Score: Raw -14781457.364866 + Penalty 5710.525098 = -14775746.839769
  nChanged 5
		SP:Iteration 32Q (2476.550000 sec): 3 clusters
  Score: Raw -14781461.992698 + Penalty 5710.525098 = -14775751.467601
  nChanged 2
		SP:Iteration 33Q (2476.810000 sec): 3 clusters
  Score: Raw -14781465.368115 + Penalty 5710.525098 = -14775754.843017
  nChanged 4
		SP:Iteration 34Q (2477.080000 sec): 3 clusters
  Score: Raw -14781468.536598 + Penalty 5710.525098 = -14775758.011501
  nChanged 1
		SP:Iteration 35Q (2477.340000 sec): 3 clusters
  Score: Raw -14781469.453504 + Penalty 5710.525098 = -14775758.928407
  nChanged 1
		SP:Iteration 36Q (2477.600000 sec): 3 clusters
  Score: Raw -14781470.213288 + Penalty 5710.525098 = -14775759.688190
  nChanged 0
		SP:Iteration 37F (2477.970000 sec): 3 clusters
  Score: Raw -14781470.213288 + Penalty 5710.525098 = -14775759.688190
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (258745 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2478.810000 sec): 2 clusters
  Score: Raw -38294901.842337 + Penalty 3090.972378 = -38291810.869958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2479.790000 sec): 3 clusters
  Score: Raw -38123989.412410 + Penalty 6181.944757 = -38117807.467653
  nChanged 125301
		SP:Iteration 1F (2480.770000 sec): 3 clusters
  Score: Raw -38197609.122631 + Penalty 6181.944757 = -38191427.177875
  nChanged 6652
		SP:Iteration 2Q (2481.760000 sec): 3 clusters
  Score: Raw -38198854.424568 + Penalty 6181.944757 = -38192672.479812
  nChanged 7129
		SP:Iteration 3Q (2482.760000 sec): 3 clusters
  Score: Raw -38200430.774583 + Penalty 6181.944757 = -38194248.829826
  nChanged 8088
		SP:Iteration 4Q (2483.760000 sec): 3 clusters
  Score: Raw -38202493.283340 + Penalty 6181.944757 = -38196311.338583
  nChanged 9205
		SP:Iteration 5Q (2484.760000 sec): 3 clusters
  Score: Raw -38205318.457073 + Penalty 6181.944757 = -38199136.512316
  nChanged 10523
		SP:Iteration 6Q (2485.750000 sec): 3 clusters
  Score: Raw -38209120.067881 + Penalty 6181.944757 = -38202938.123124
  nChanged 12006
		SP:Iteration 7Q (2486.750000 sec): 3 clusters
  Score: Raw -38214329.978670 + Penalty 6181.944757 = -38208148.033913
  nChanged 13211
		SP:Iteration 8F (2487.720000 sec): 3 clusters
  Score: Raw -38220888.850321 + Penalty 6181.944757 = -38214706.905564
  nChanged 14129
		SP:Iteration 9F (2488.700000 sec): 3 clusters
  Score: Raw -38229033.279151 + Penalty 6181.944757 = -38222851.334394
  nChanged 14169
		SP:Iteration 10F (2489.670000 sec): 3 clusters
  Score: Raw -38238122.215046 + Penalty 6181.944757 = -38231940.270289
  nChanged 13362
		SP:Iteration 11F (2490.640000 sec): 3 clusters
  Score: Raw -38246822.657799 + Penalty 6181.944757 = -38240640.713042
  nChanged 11209
		SP:Iteration 12Q (2491.620000 sec): 3 clusters
  Score: Raw -38252740.952606 + Penalty 6181.944757 = -38246559.007850
  nChanged 7945
		SP:Iteration 13Q (2492.580000 sec): 3 clusters
  Score: Raw -38255783.365908 + Penalty 6181.944757 = -38249601.421152
  nChanged 5419
		SP:Iteration 14Q (2493.520000 sec): 3 clusters
  Score: Raw -38257587.333003 + Penalty 6181.944757 = -38251405.388247
  nChanged 4634
		SP:Iteration 15Q (2494.450000 sec): 3 clusters
  Score: Raw -38259173.546858 + Penalty 6181.944757 = -38252991.602101
  nChanged 4823
		SP:Iteration 16Q (2495.380000 sec): 3 clusters
  Score: Raw -38260899.951502 + Penalty 6181.944757 = -38254718.006745
  nChanged 4958
		SP:Iteration 17Q (2496.310000 sec): 3 clusters
  Score: Raw -38262791.746885 + Penalty 6181.944757 = -38256609.802128
  nChanged 5107
		SP:Iteration 18Q (2497.220000 sec): 3 clusters
  Score: Raw -38264902.441431 + Penalty 6181.944757 = -38258720.496675
  nChanged 5345
		SP:Iteration 19Q (2498.120000 sec): 3 clusters
  Score: Raw -38267275.982186 + Penalty 6181.944757 = -38261094.037429
  nChanged 5407
		SP:Iteration 20F (2499.100000 sec): 3 clusters
  Score: Raw -38269795.537432 + Penalty 6181.944757 = -38263613.592676
  nChanged 5232
		SP:Iteration 21Q (2499.970000 sec): 3 clusters
  Score: Raw -38272325.815828 + Penalty 6181.944757 = -38266143.871072
  nChanged 5043
		SP:Iteration 22Q (2500.820000 sec): 3 clusters
  Score: Raw -38274885.378082 + Penalty 6181.944757 = -38268703.433326
  nChanged 4776
		SP:Iteration 23Q (2501.670000 sec): 3 clusters
  Score: Raw -38277326.002069 + Penalty 6181.944757 = -38271144.057312
  nChanged 4243
		SP:Iteration 24Q (2502.490000 sec): 3 clusters
  Score: Raw -38279499.515449 + Penalty 6181.944757 = -38273317.570692
  nChanged 3837
		SP:Iteration 25Q (2503.300000 sec): 3 clusters
  Score: Raw -38281443.748414 + Penalty 6181.944757 = -38275261.803657
  nChanged 3452
		SP:Iteration 26Q (2504.100000 sec): 3 clusters
  Score: Raw -38283171.261315 + Penalty 6181.944757 = -38276989.316558
  nChanged 3138
		SP:Iteration 27Q (2504.880000 sec): 3 clusters
  Score: Raw -38284707.341059 + Penalty 6181.944757 = -38278525.396302
  nChanged 2723
		SP:Iteration 28Q (2505.650000 sec): 3 clusters
  Score: Raw -38285977.418542 + Penalty 6181.944757 = -38279795.473786
  nChanged 2431
		SP:Iteration 29Q (2506.400000 sec): 3 clusters
  Score: Raw -38287098.371133 + Penalty 6181.944757 = -38280916.426377
  nChanged 2154
		SP:Iteration 30Q (2507.150000 sec): 3 clusters
  Score: Raw -38288087.592552 + Penalty 6181.944757 = -38281905.647796
  nChanged 1941
		SP:Iteration 31Q (2507.880000 sec): 3 clusters
  Score: Raw -38288919.980716 + Penalty 6181.944757 = -38282738.035959
  nChanged 1667
		SP:Iteration 32Q (2508.610000 sec): 3 clusters
  Score: Raw -38289616.465615 + Penalty 6181.944757 = -38283434.520858
  nChanged 1536
		SP:Iteration 33Q (2509.330000 sec): 3 clusters
  Score: Raw -38290231.036140 + Penalty 6181.944757 = -38284049.091384
  nChanged 1345
		SP:Iteration 34Q (2510.050000 sec): 3 clusters
  Score: Raw -38290745.782145 + Penalty 6181.944757 = -38284563.837388
  nChanged 1212
		SP:Iteration 35Q (2510.760000 sec): 3 clusters
  Score: Raw -38291229.841766 + Penalty 6181.944757 = -38285047.897010
  nChanged 1125
		SP:Iteration 36Q (2511.470000 sec): 3 clusters
  Score: Raw -38291680.521829 + Penalty 6181.944757 = -38285498.577073
  nChanged 980
		SP:Iteration 37Q (2512.320000 sec): 3 clusters
  Score: Raw -38292052.604411 + Penalty 6181.944757 = -38285870.659654
  nChanged 875
		SP:Iteration 38Q (2513.090000 sec): 3 clusters
  Score: Raw -38292390.668726 + Penalty 6181.944757 = -38286208.723970
  nChanged 793
		SP:Iteration 39Q (2513.780000 sec): 3 clusters
  Score: Raw -38292703.636168 + Penalty 6181.944757 = -38286521.691411
  nChanged 731
		SP:Iteration 40F (2514.730000 sec): 3 clusters
  Score: Raw -38292988.510031 + Penalty 6181.944757 = -38286806.565274
  nChanged 646
		SP:Iteration 41Q (2515.420000 sec): 3 clusters
  Score: Raw -38293235.897532 + Penalty 6181.944757 = -38287053.952775
  nChanged 600
		SP:Iteration 42Q (2516.100000 sec): 3 clusters
  Score: Raw -38293466.019868 + Penalty 6181.944757 = -38287284.075111
  nChanged 503
		SP:Iteration 43Q (2516.790000 sec): 3 clusters
  Score: Raw -38293651.082881 + Penalty 6181.944757 = -38287469.138124
  nChanged 482
		SP:Iteration 44Q (2517.470000 sec): 3 clusters
  Score: Raw -38293836.392261 + Penalty 6181.944757 = -38287654.447505
  nChanged 441
		SP:Iteration 45Q (2518.150000 sec): 3 clusters
  Score: Raw -38294011.507781 + Penalty 6181.944757 = -38287829.563024
  nChanged 417
		SP:Iteration 46Q (2518.820000 sec): 3 clusters
  Score: Raw -38294185.170954 + Penalty 6181.944757 = -38288003.226198
  nChanged 360
		SP:Iteration 47Q (2519.500000 sec): 3 clusters
  Score: Raw -38294334.382958 + Penalty 6181.944757 = -38288152.438201
  nChanged 351
		SP:Iteration 48Q (2520.180000 sec): 3 clusters
  Score: Raw -38294476.709557 + Penalty 6181.944757 = -38288294.764801
  nChanged 299
		SP:Iteration 49Q (2520.850000 sec): 3 clusters
  Score: Raw -38294600.909053 + Penalty 6181.944757 = -38288418.964297
  nChanged 250
		SP:Iteration 50Q (2521.520000 sec): 3 clusters
  Score: Raw -38294704.255930 + Penalty 6181.944757 = -38288522.311173
  nChanged 222
		SP:Iteration 51Q (2522.200000 sec): 3 clusters
  Score: Raw -38294789.491488 + Penalty 6181.944757 = -38288607.546732
  nChanged 187
		SP:Iteration 52Q (2522.900000 sec): 3 clusters
  Score: Raw -38294861.178228 + Penalty 6181.944757 = -38288679.233472
  nChanged 148
		SP:Iteration 53Q (2523.630000 sec): 3 clusters
  Score: Raw -38294913.594651 + Penalty 6181.944757 = -38288731.649894
  nChanged 117
		SP:Iteration 54Q (2524.350000 sec): 3 clusters
  Score: Raw -38294954.906402 + Penalty 6181.944757 = -38288772.961645
  nChanged 121
		SP:Iteration 55Q (2525.070000 sec): 3 clusters
  Score: Raw -38295000.198658 + Penalty 6181.944757 = -38288818.253902
  nChanged 102
		SP:Iteration 56Q (2525.790000 sec): 3 clusters
  Score: Raw -38295039.543598 + Penalty 6181.944757 = -38288857.598841
  nChanged 93
		SP:Iteration 57Q (2526.510000 sec): 3 clusters
  Score: Raw -38295073.424493 + Penalty 6181.944757 = -38288891.479736
  nChanged 74
		SP:Iteration 58Q (2527.230000 sec): 3 clusters
  Score: Raw -38295100.077896 + Penalty 6181.944757 = -38288918.133139
  nChanged 66
		SP:Iteration 59Q (2527.960000 sec): 3 clusters
  Score: Raw -38295129.382208 + Penalty 6181.944757 = -38288947.437451
  nChanged 65
		SP:Iteration 60F (2528.910000 sec): 3 clusters
  Score: Raw -38295155.045999 + Penalty 6181.944757 = -38288973.101243
  nChanged 54
		SP:Iteration 61Q (2529.580000 sec): 3 clusters
  Score: Raw -38295174.092385 + Penalty 6181.944757 = -38288992.147628
  nChanged 50
		SP:Iteration 62Q (2530.250000 sec): 3 clusters
  Score: Raw -38295190.254272 + Penalty 6181.944757 = -38289008.309515
  nChanged 41
		SP:Iteration 63Q (2530.920000 sec): 3 clusters
  Score: Raw -38295206.498874 + Penalty 6181.944757 = -38289024.554117
  nChanged 34
		SP:Iteration 64Q (2531.590000 sec): 3 clusters
  Score: Raw -38295218.317924 + Penalty 6181.944757 = -38289036.373167
  nChanged 26
		SP:Iteration 65Q (2532.250000 sec): 3 clusters
  Score: Raw -38295226.649995 + Penalty 6181.944757 = -38289044.705238
  nChanged 31
		SP:Iteration 66Q (2532.920000 sec): 3 clusters
  Score: Raw -38295237.443135 + Penalty 6181.944757 = -38289055.498378
  nChanged 30
		SP:Iteration 67Q (2533.590000 sec): 3 clusters
  Score: Raw -38295248.373235 + Penalty 6181.944757 = -38289066.428478
  nChanged 28
		SP:Iteration 68Q (2534.250000 sec): 3 clusters
  Score: Raw -38295257.800990 + Penalty 6181.944757 = -38289075.856234
  nChanged 25
		SP:Iteration 69Q (2534.920000 sec): 3 clusters
  Score: Raw -38295265.876499 + Penalty 6181.944757 = -38289083.931743
  nChanged 23
		SP:Iteration 70Q (2535.590000 sec): 3 clusters
  Score: Raw -38295272.854538 + Penalty 6181.944757 = -38289090.909782
  nChanged 19
		SP:Iteration 71Q (2536.260000 sec): 3 clusters
  Score: Raw -38295281.037926 + Penalty 6181.944757 = -38289099.093170
  nChanged 18
		SP:Iteration 72Q (2536.930000 sec): 3 clusters
  Score: Raw -38295287.907751 + Penalty 6181.944757 = -38289105.962995
  nChanged 8
		SP:Iteration 73Q (2537.600000 sec): 3 clusters
  Score: Raw -38295290.850546 + Penalty 6181.944757 = -38289108.905789
  nChanged 6
		SP:Iteration 74Q (2538.260000 sec): 3 clusters
  Score: Raw -38295292.899049 + Penalty 6181.944757 = -38289110.954293
  nChanged 4
		SP:Iteration 75Q (2538.930000 sec): 3 clusters
  Score: Raw -38295294.318680 + Penalty 6181.944757 = -38289112.373923
  nChanged 3
		SP:Iteration 76Q (2539.590000 sec): 3 clusters
  Score: Raw -38295295.187381 + Penalty 6181.944757 = -38289113.242624
  nChanged 0
		SP:Iteration 77F (2540.540000 sec): 3 clusters
  Score: Raw -38295295.187381 + Penalty 6181.944757 = -38289113.242624
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2540.640000 sec): 2 clusters
  Score: Raw -64181.902047 + Penalty 1533.668925 = -62648.233122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2540.650000 sec): 3 clusters
  Score: Raw -64197.048407 + Penalty 3067.337850 = -61129.710557
  nChanged 90
		SP:Iteration 1F (2540.650000 sec): 3 clusters
  Score: Raw -64407.119896 + Penalty 3067.337850 = -61339.782046
  nChanged 29
		SP:Iteration 2F (2540.650000 sec): 3 clusters
  Score: Raw -64534.082955 + Penalty 3067.337850 = -61466.745106
  nChanged 21
		SP:Iteration 3Q (2540.650000 sec): 3 clusters
  Score: Raw -64617.488174 + Penalty 3067.337850 = -61550.150324
  nChanged 13
		SP:Iteration 4Q (2540.650000 sec): 3 clusters
  Score: Raw -64666.148884 + Penalty 3067.337850 = -61598.811034
  nChanged 8
		SP:Iteration 5Q (2540.660000 sec): 3 clusters
  Score: Raw -64731.553324 + Penalty 3067.337850 = -61664.215474
  nChanged 12
		SP:Iteration 6Q (2540.660000 sec): 3 clusters
  Score: Raw -64781.593651 + Penalty 3067.337850 = -61714.255801
  nChanged 9
		SP:Iteration 7Q (2540.660000 sec): 3 clusters
  Score: Raw -64811.934758 + Penalty 3067.337850 = -61744.596908
  nChanged 7
		SP:Iteration 8Q (2540.660000 sec): 3 clusters
  Score: Raw -64833.935212 + Penalty 3067.337850 = -61766.597362
  nChanged 6
		SP:Iteration 9Q (2540.660000 sec): 3 clusters
  Score: Raw -64847.091803 + Penalty 3067.337850 = -61779.753953
  nChanged 4
		SP:Iteration 10Q (2540.660000 sec): 3 clusters
  Score: Raw -64858.392177 + Penalty 3067.337850 = -61791.054327
  nChanged 5
		SP:Iteration 11Q (2540.660000 sec): 3 clusters
  Score: Raw -64878.434370 + Penalty 3067.337850 = -61811.096520
  nChanged 2
		SP:Iteration 12Q (2540.670000 sec): 3 clusters
  Score: Raw -64883.393551 + Penalty 3067.337850 = -61816.055701
  nChanged 0
		SP:Iteration 13F (2540.670000 sec): 3 clusters
  Score: Raw -64883.393551 + Penalty 3067.337850 = -61816.055701
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (7490 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2540.700000 sec): 2 clusters
  Score: Raw -1075610.939530 + Penalty 2212.488371 = -1073398.451159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2540.720000 sec): 3 clusters
  Score: Raw -1071750.462127 + Penalty 4424.976742 = -1067325.485385
  nChanged 3003
		SP:Iteration 1F (2540.750000 sec): 3 clusters
  Score: Raw -1073411.133473 + Penalty 4424.976742 = -1068986.156732
  nChanged 542
		SP:Iteration 2F (2540.780000 sec): 3 clusters
  Score: Raw -1073712.242606 + Penalty 4424.976742 = -1069287.265864
  nChanged 427
		SP:Iteration 3F (2540.800000 sec): 3 clusters
  Score: Raw -1073942.477076 + Penalty 4424.976742 = -1069517.500334
  nChanged 315
		SP:Iteration 4Q (2540.830000 sec): 3 clusters
  Score: Raw -1074102.851171 + Penalty 4424.976742 = -1069677.874429
  nChanged 262
		SP:Iteration 5Q (2540.860000 sec): 3 clusters
  Score: Raw -1074228.732860 + Penalty 4424.976742 = -1069803.756118
  nChanged 235
		SP:Iteration 6Q (2540.880000 sec): 3 clusters
  Score: Raw -1074352.684275 + Penalty 4424.976742 = -1069927.707533
  nChanged 232
		SP:Iteration 7Q (2540.910000 sec): 3 clusters
  Score: Raw -1074479.931672 + Penalty 4424.976742 = -1070054.954930
  nChanged 221
		SP:Iteration 8Q (2540.940000 sec): 3 clusters
  Score: Raw -1074595.876888 + Penalty 4424.976742 = -1070170.900146
  nChanged 200
		SP:Iteration 9Q (2540.970000 sec): 3 clusters
  Score: Raw -1074722.740845 + Penalty 4424.976742 = -1070297.764103
  nChanged 193
		SP:Iteration 10Q (2541.000000 sec): 3 clusters
  Score: Raw -1074850.696242 + Penalty 4424.976742 = -1070425.719500
  nChanged 205
		SP:Iteration 11Q (2541.020000 sec): 3 clusters
  Score: Raw -1074983.992798 + Penalty 4424.976742 = -1070559.016056
  nChanged 182
		SP:Iteration 12Q (2541.050000 sec): 3 clusters
  Score: Raw -1075100.757508 + Penalty 4424.976742 = -1070675.780766
  nChanged 192
		SP:Iteration 13Q (2541.070000 sec): 3 clusters
  Score: Raw -1075213.781634 + Penalty 4424.976742 = -1070788.804892
  nChanged 166
		SP:Iteration 14Q (2541.100000 sec): 3 clusters
  Score: Raw -1075323.797496 + Penalty 4424.976742 = -1070898.820754
  nChanged 141
		SP:Iteration 15Q (2541.120000 sec): 3 clusters
  Score: Raw -1075425.767193 + Penalty 4424.976742 = -1071000.790451
  nChanged 140
		SP:Iteration 16Q (2541.150000 sec): 3 clusters
  Score: Raw -1075515.354806 + Penalty 4424.976742 = -1071090.378064
  nChanged 144
		SP:Iteration 17Q (2541.180000 sec): 3 clusters
  Score: Raw -1075609.750206 + Penalty 4424.976742 = -1071184.773464
  nChanged 113
		SP:Iteration 18Q (2541.200000 sec): 3 clusters
  Score: Raw -1075683.940433 + Penalty 4424.976742 = -1071258.963691
  nChanged 113
		SP:Iteration 19Q (2541.220000 sec): 3 clusters
  Score: Raw -1075763.091437 + Penalty 4424.976742 = -1071338.114695
  nChanged 94
		SP:Iteration 20F (2541.250000 sec): 3 clusters
  Score: Raw -1075827.360179 + Penalty 4424.976742 = -1071402.383437
  nChanged 73
		SP:Iteration 21Q (2541.280000 sec): 3 clusters
  Score: Raw -1075870.405305 + Penalty 4424.976742 = -1071445.428563
  nChanged 59
		SP:Iteration 22Q (2541.300000 sec): 3 clusters
  Score: Raw -1075913.424821 + Penalty 4424.976742 = -1071488.448079
  nChanged 72
		SP:Iteration 23Q (2541.320000 sec): 3 clusters
  Score: Raw -1075964.438420 + Penalty 4424.976742 = -1071539.461678
  nChanged 55
		SP:Iteration 24Q (2541.350000 sec): 3 clusters
  Score: Raw -1075993.692772 + Penalty 4424.976742 = -1071568.716030
  nChanged 50
		SP:Iteration 25Q (2541.370000 sec): 3 clusters
  Score: Raw -1076029.926301 + Penalty 4424.976742 = -1071604.949560
  nChanged 46
		SP:Iteration 26Q (2541.390000 sec): 3 clusters
  Score: Raw -1076064.084310 + Penalty 4424.976742 = -1071639.107568
  nChanged 39
		SP:Iteration 27Q (2541.420000 sec): 3 clusters
  Score: Raw -1076097.053937 + Penalty 4424.976742 = -1071672.077195
  nChanged 39
		SP:Iteration 28Q (2541.440000 sec): 3 clusters
  Score: Raw -1076126.942379 + Penalty 4424.976742 = -1071701.965637
  nChanged 35
		SP:Iteration 29Q (2541.460000 sec): 3 clusters
  Score: Raw -1076152.019793 + Penalty 4424.976742 = -1071727.043051
  nChanged 27
		SP:Iteration 30Q (2541.480000 sec): 3 clusters
  Score: Raw -1076169.466709 + Penalty 4424.976742 = -1071744.489967
  nChanged 23
		SP:Iteration 31Q (2541.500000 sec): 3 clusters
  Score: Raw -1076183.507614 + Penalty 4424.976742 = -1071758.530872
  nChanged 16
		SP:Iteration 32Q (2541.520000 sec): 3 clusters
  Score: Raw -1076193.576003 + Penalty 4424.976742 = -1071768.599261
  nChanged 14
		SP:Iteration 33Q (2541.550000 sec): 3 clusters
  Score: Raw -1076209.073701 + Penalty 4424.976742 = -1071784.096959
  nChanged 21
		SP:Iteration 34Q (2541.570000 sec): 3 clusters
  Score: Raw -1076226.182315 + Penalty 4424.976742 = -1071801.205573
  nChanged 14
		SP:Iteration 35Q (2541.590000 sec): 3 clusters
  Score: Raw -1076235.893280 + Penalty 4424.976742 = -1071810.916538
  nChanged 11
		SP:Iteration 36Q (2541.610000 sec): 3 clusters
  Score: Raw -1076241.881229 + Penalty 4424.976742 = -1071816.904487
  nChanged 10
		SP:Iteration 37Q (2541.630000 sec): 3 clusters
  Score: Raw -1076248.099464 + Penalty 4424.976742 = -1071823.122722
  nChanged 14
		SP:Iteration 38Q (2541.660000 sec): 3 clusters
  Score: Raw -1076256.586483 + Penalty 4424.976742 = -1071831.609741
  nChanged 4
		SP:Iteration 39Q (2541.680000 sec): 3 clusters
  Score: Raw -1076259.244449 + Penalty 4424.976742 = -1071834.267707
  nChanged 5
		SP:Iteration 40F (2541.700000 sec): 3 clusters
  Score: Raw -1076262.429285 + Penalty 4424.976742 = -1071837.452543
  nChanged 5
		SP:Iteration 41Q (2541.720000 sec): 3 clusters
  Score: Raw -1076264.419646 + Penalty 4424.976742 = -1071839.442904
  nChanged 2
		SP:Iteration 42Q (2541.750000 sec): 3 clusters
  Score: Raw -1076265.733670 + Penalty 4424.976742 = -1071840.756928
  nChanged 0
		SP:Iteration 43F (2541.770000 sec): 3 clusters
  Score: Raw -1076265.733670 + Penalty 4424.976742 = -1071840.756928
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2541.780000 sec): 2 clusters
  Score: Raw -44434.578259 + Penalty 1441.904372 = -42992.673887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2541.780000 sec): 3 clusters
  Score: Raw -44612.963636 + Penalty 2883.808744 = -41729.154892
  nChanged 53
		SP:Iteration 1F (2541.780000 sec): 3 clusters
  Score: Raw -44836.449690 + Penalty 2883.808744 = -41952.640946
  nChanged 17
		SP:Iteration 2F (2541.780000 sec): 3 clusters
  Score: Raw -44905.273484 + Penalty 2883.808744 = -42021.464740
  nChanged 7
		SP:Iteration 3Q (2541.780000 sec): 3 clusters
  Score: Raw -44931.177552 + Penalty 2883.808744 = -42047.368808
  nChanged 6
		SP:Iteration 4Q (2541.780000 sec): 3 clusters
  Score: Raw -44964.541965 + Penalty 2883.808744 = -42080.733221
  nChanged 5
		SP:Iteration 5Q (2541.790000 sec): 3 clusters
  Score: Raw -44986.632943 + Penalty 2883.808744 = -42102.824199
  nChanged 5
		SP:Iteration 6Q (2541.790000 sec): 3 clusters
  Score: Raw -45007.358051 + Penalty 2883.808744 = -42123.549307
  nChanged 2
		SP:Iteration 7Q (2541.790000 sec): 3 clusters
  Score: Raw -45018.303287 + Penalty 2883.808744 = -42134.494543
  nChanged 1
		SP:Iteration 8Q (2541.790000 sec): 3 clusters
  Score: Raw -45022.399891 + Penalty 2883.808744 = -42138.591148
  nChanged 0
		SP:Iteration 9F (2541.790000 sec): 3 clusters
  Score: Raw -45022.399891 + Penalty 2883.808744 = -42138.591148
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2541.800000 sec): 2 clusters
  Score: Raw -280746.321684 + Penalty 1887.491492 = -278858.830192
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2541.810000 sec): 3 clusters
  Score: Raw -280130.144484 + Penalty 3774.982984 = -276355.161500
  nChanged 649
		SP:Iteration 1F (2541.820000 sec): 3 clusters
  Score: Raw -280816.352250 + Penalty 3774.982984 = -277041.369266
  nChanged 204
		SP:Iteration 2F (2541.820000 sec): 3 clusters
  Score: Raw -281292.210143 + Penalty 3774.982984 = -277517.227159
  nChanged 202
		SP:Iteration 3F (2541.830000 sec): 3 clusters
  Score: Raw -281754.188609 + Penalty 3774.982984 = -277979.205625
  nChanged 196
		SP:Iteration 4F (2541.840000 sec): 3 clusters
  Score: Raw -282065.433505 + Penalty 3774.982984 = -278290.450520
  nChanged 142
		SP:Iteration 5F (2541.840000 sec): 3 clusters
  Score: Raw -282254.565925 + Penalty 3774.982984 = -278479.582941
  nChanged 63
		SP:Iteration 6Q (2541.850000 sec): 3 clusters
  Score: Raw -282339.382090 + Penalty 3774.982984 = -278564.399106
  nChanged 39
		SP:Iteration 7Q (2541.860000 sec): 3 clusters
  Score: Raw -282398.053094 + Penalty 3774.982984 = -278623.070110
  nChanged 34
		SP:Iteration 8Q (2541.860000 sec): 3 clusters
  Score: Raw -282452.842416 + Penalty 3774.982984 = -278677.859432
  nChanged 23
		SP:Iteration 9Q (2541.870000 sec): 3 clusters
  Score: Raw -282487.871886 + Penalty 3774.982984 = -278712.888902
  nChanged 14
		SP:Iteration 10Q (2541.880000 sec): 3 clusters
  Score: Raw -282512.592503 + Penalty 3774.982984 = -278737.609519
  nChanged 8
		SP:Iteration 11Q (2541.880000 sec): 3 clusters
  Score: Raw -282524.988985 + Penalty 3774.982984 = -278750.006001
  nChanged 5
		SP:Iteration 12Q (2541.890000 sec): 3 clusters
  Score: Raw -282535.049931 + Penalty 3774.982984 = -278760.066947
  nChanged 3
		SP:Iteration 13Q (2541.900000 sec): 3 clusters
  Score: Raw -282540.562445 + Penalty 3774.982984 = -278765.579461
  nChanged 2
		SP:Iteration 14Q (2541.900000 sec): 3 clusters
  Score: Raw -282543.237617 + Penalty 3774.982984 = -278768.254633
  nChanged 1
		SP:Iteration 15Q (2541.910000 sec): 3 clusters
  Score: Raw -282544.547855 + Penalty 3774.982984 = -278769.564871
  nChanged 0
		SP:Iteration 16F (2541.920000 sec): 3 clusters
  Score: Raw -282544.547855 + Penalty 3774.982984 = -278769.564871
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (20342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2541.990000 sec): 2 clusters
  Score: Raw -2855495.950845 + Penalty 2460.269862 = -2853035.680983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2542.070000 sec): 3 clusters
  Score: Raw -2843678.963396 + Penalty 4920.539725 = -2838758.423671
  nChanged 9010
		SP:Iteration 1F (2542.140000 sec): 3 clusters
  Score: Raw -2848489.989086 + Penalty 4920.539725 = -2843569.449361
  nChanged 1029
		SP:Iteration 2F (2542.220000 sec): 3 clusters
  Score: Raw -2848867.502831 + Penalty 4920.539725 = -2843946.963107
  nChanged 933
		SP:Iteration 3Q (2542.290000 sec): 3 clusters
  Score: Raw -2849223.190317 + Penalty 4920.539725 = -2844302.650593
  nChanged 872
		SP:Iteration 4Q (2542.370000 sec): 3 clusters
  Score: Raw -2849576.098568 + Penalty 4920.539725 = -2844655.558843
  nChanged 833
		SP:Iteration 5Q (2542.440000 sec): 3 clusters
  Score: Raw -2849930.979034 + Penalty 4920.539725 = -2845010.439309
  nChanged 797
		SP:Iteration 6Q (2542.520000 sec): 3 clusters
  Score: Raw -2850292.030842 + Penalty 4920.539725 = -2845371.491118
  nChanged 792
		SP:Iteration 7Q (2542.600000 sec): 3 clusters
  Score: Raw -2850674.056066 + Penalty 4920.539725 = -2845753.516341
  nChanged 857
		SP:Iteration 8Q (2542.670000 sec): 3 clusters
  Score: Raw -2851145.238359 + Penalty 4920.539725 = -2846224.698635
  nChanged 855
		SP:Iteration 9Q (2542.750000 sec): 3 clusters
  Score: Raw -2851673.952961 + Penalty 4920.539725 = -2846753.413236
  nChanged 937
		SP:Iteration 10Q (2542.820000 sec): 3 clusters
  Score: Raw -2852317.746297 + Penalty 4920.539725 = -2847397.206573
  nChanged 947
		SP:Iteration 11Q (2542.900000 sec): 3 clusters
  Score: Raw -2852984.359046 + Penalty 4920.539725 = -2848063.819322
  nChanged 838
		SP:Iteration 12Q (2542.970000 sec): 3 clusters
  Score: Raw -2853602.247741 + Penalty 4920.539725 = -2848681.708016
  nChanged 784
		SP:Iteration 13Q (2543.040000 sec): 3 clusters
  Score: Raw -2854231.927658 + Penalty 4920.539725 = -2849311.387934
  nChanged 633
		SP:Iteration 14Q (2543.110000 sec): 3 clusters
  Score: Raw -2854704.665372 + Penalty 4920.539725 = -2849784.125647
  nChanged 486
		SP:Iteration 15Q (2543.180000 sec): 3 clusters
  Score: Raw -2855017.745347 + Penalty 4920.539725 = -2850097.205623
  nChanged 383
		SP:Iteration 16Q (2543.240000 sec): 3 clusters
  Score: Raw -2855234.640137 + Penalty 4920.539725 = -2850314.100412
  nChanged 305
		SP:Iteration 17Q (2543.310000 sec): 3 clusters
  Score: Raw -2855408.776176 + Penalty 4920.539725 = -2850488.236452
  nChanged 244
		SP:Iteration 18Q (2543.370000 sec): 3 clusters
  Score: Raw -2855528.957094 + Penalty 4920.539725 = -2850608.417370
  nChanged 196
		SP:Iteration 19Q (2543.440000 sec): 3 clusters
  Score: Raw -2855616.235218 + Penalty 4920.539725 = -2850695.695493
  nChanged 164
		SP:Iteration 20F (2543.510000 sec): 3 clusters
  Score: Raw -2855687.751607 + Penalty 4920.539725 = -2850767.211882
  nChanged 146
		SP:Iteration 21Q (2543.570000 sec): 3 clusters
  Score: Raw -2855748.927126 + Penalty 4920.539725 = -2850828.387402
  nChanged 135
		SP:Iteration 22Q (2543.630000 sec): 3 clusters
  Score: Raw -2855800.164776 + Penalty 4920.539725 = -2850879.625051
  nChanged 103
		SP:Iteration 23Q (2543.700000 sec): 3 clusters
  Score: Raw -2855843.019903 + Penalty 4920.539725 = -2850922.480178
  nChanged 99
		SP:Iteration 24Q (2543.760000 sec): 3 clusters
  Score: Raw -2855876.569103 + Penalty 4920.539725 = -2850956.029378
  nChanged 68
		SP:Iteration 25Q (2543.820000 sec): 3 clusters
  Score: Raw -2855900.765801 + Penalty 4920.539725 = -2850980.226076
  nChanged 59
		SP:Iteration 26Q (2543.880000 sec): 3 clusters
  Score: Raw -2855923.375305 + Penalty 4920.539725 = -2851002.835581
  nChanged 57
		SP:Iteration 27Q (2543.940000 sec): 3 clusters
  Score: Raw -2855942.396824 + Penalty 4920.539725 = -2851021.857100
  nChanged 56
		SP:Iteration 28Q (2544.000000 sec): 3 clusters
  Score: Raw -2855961.525245 + Penalty 4920.539725 = -2851040.985520
  nChanged 66
		SP:Iteration 29Q (2544.060000 sec): 3 clusters
  Score: Raw -2855985.139724 + Penalty 4920.539725 = -2851064.600000
  nChanged 59
		SP:Iteration 30Q (2544.120000 sec): 3 clusters
  Score: Raw -2856001.773144 + Penalty 4920.539725 = -2851081.233419
  nChanged 39
		SP:Iteration 31Q (2544.180000 sec): 3 clusters
  Score: Raw -2856012.236054 + Penalty 4920.539725 = -2851091.696329
  nChanged 33
		SP:Iteration 32Q (2544.240000 sec): 3 clusters
  Score: Raw -2856019.646566 + Penalty 4920.539725 = -2851099.106842
  nChanged 19
		SP:Iteration 33Q (2544.300000 sec): 3 clusters
  Score: Raw -2856025.267123 + Penalty 4920.539725 = -2851104.727399
  nChanged 24
		SP:Iteration 34Q (2544.360000 sec): 3 clusters
  Score: Raw -2856031.175057 + Penalty 4920.539725 = -2851110.635332
  nChanged 23
		SP:Iteration 35Q (2544.420000 sec): 3 clusters
  Score: Raw -2856038.529077 + Penalty 4920.539725 = -2851117.989353
  nChanged 25
		SP:Iteration 36Q (2544.480000 sec): 3 clusters
  Score: Raw -2856045.788017 + Penalty 4920.539725 = -2851125.248292
  nChanged 26
		SP:Iteration 37Q (2544.540000 sec): 3 clusters
  Score: Raw -2856052.538299 + Penalty 4920.539725 = -2851131.998574
  nChanged 17
		SP:Iteration 38Q (2544.600000 sec): 3 clusters
  Score: Raw -2856058.057719 + Penalty 4920.539725 = -2851137.517994
  nChanged 23
		SP:Iteration 39Q (2544.660000 sec): 3 clusters
  Score: Raw -2856064.562795 + Penalty 4920.539725 = -2851144.023071
  nChanged 21
		SP:Iteration 40F (2544.730000 sec): 3 clusters
  Score: Raw -2856070.918628 + Penalty 4920.539725 = -2851150.378903
  nChanged 19
		SP:Iteration 41Q (2544.790000 sec): 3 clusters
  Score: Raw -2856074.844899 + Penalty 4920.539725 = -2851154.305174
  nChanged 14
		SP:Iteration 42Q (2544.850000 sec): 3 clusters
  Score: Raw -2856078.054471 + Penalty 4920.539725 = -2851157.514747
  nChanged 10
		SP:Iteration 43Q (2544.910000 sec): 3 clusters
  Score: Raw -2856080.636657 + Penalty 4920.539725 = -2851160.096932
  nChanged 12
		SP:Iteration 44Q (2544.970000 sec): 3 clusters
  Score: Raw -2856084.017043 + Penalty 4920.539725 = -2851163.477318
  nChanged 12
		SP:Iteration 45Q (2545.030000 sec): 3 clusters
  Score: Raw -2856087.162325 + Penalty 4920.539725 = -2851166.622600
  nChanged 12
		SP:Iteration 46Q (2545.080000 sec): 3 clusters
  Score: Raw -2856089.783334 + Penalty 4920.539725 = -2851169.243610
  nChanged 9
		SP:Iteration 47Q (2545.140000 sec): 3 clusters
  Score: Raw -2856091.794490 + Penalty 4920.539725 = -2851171.254765
  nChanged 7
		SP:Iteration 48Q (2545.200000 sec): 3 clusters
  Score: Raw -2856094.046709 + Penalty 4920.539725 = -2851173.506984
  nChanged 8
		SP:Iteration 49Q (2545.260000 sec): 3 clusters
  Score: Raw -2856096.066681 + Penalty 4920.539725 = -2851175.526956
  nChanged 7
		SP:Iteration 50Q (2545.320000 sec): 3 clusters
  Score: Raw -2856098.079820 + Penalty 4920.539725 = -2851177.540095
  nChanged 6
		SP:Iteration 51Q (2545.380000 sec): 3 clusters
  Score: Raw -2856099.758852 + Penalty 4920.539725 = -2851179.219127
  nChanged 6
		SP:Iteration 52Q (2545.440000 sec): 3 clusters
  Score: Raw -2856100.648574 + Penalty 4920.539725 = -2851180.108850
  nChanged 1
		SP:Iteration 53Q (2545.500000 sec): 3 clusters
  Score: Raw -2856100.814609 + Penalty 4920.539725 = -2851180.274885
  nChanged 0
		SP:Iteration 54F (2545.580000 sec): 3 clusters
  Score: Raw -2856100.814609 + Penalty 4920.539725 = -2851180.274885
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (42946 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2545.720000 sec): 2 clusters
  Score: Raw -6627377.884178 + Penalty 2645.589300 = -6624732.294878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2545.880000 sec): 3 clusters
  Score: Raw -6600913.734960 + Penalty 5291.178601 = -6595622.556359
  nChanged 19782
		SP:Iteration 1F (2546.050000 sec): 3 clusters
  Score: Raw -6611843.645698 + Penalty 5291.178601 = -6606552.467097
  nChanged 2066
		SP:Iteration 2Q (2546.220000 sec): 3 clusters
  Score: Raw -6612588.734603 + Penalty 5291.178601 = -6607297.556002
  nChanged 2188
		SP:Iteration 3F (2546.380000 sec): 3 clusters
  Score: Raw -6613617.246153 + Penalty 5291.178601 = -6608326.067552
  nChanged 2637
		SP:Iteration 4F (2546.540000 sec): 3 clusters
  Score: Raw -6615217.619952 + Penalty 5291.178601 = -6609926.441352
  nChanged 3172
		SP:Iteration 5F (2546.700000 sec): 3 clusters
  Score: Raw -6617596.543686 + Penalty 5291.178601 = -6612305.365085
  nChanged 3340
		SP:Iteration 6F (2546.860000 sec): 3 clusters
  Score: Raw -6620378.695609 + Penalty 5291.178601 = -6615087.517009
  nChanged 2923
		SP:Iteration 7F (2547.020000 sec): 3 clusters
  Score: Raw -6622842.261760 + Penalty 5291.178601 = -6617551.083160
  nChanged 2189
		SP:Iteration 8F (2547.190000 sec): 3 clusters
  Score: Raw -6624563.951350 + Penalty 5291.178601 = -6619272.772750
  nChanged 1489
		SP:Iteration 9Q (2547.360000 sec): 3 clusters
  Score: Raw -6625643.517054 + Penalty 5291.178601 = -6620352.338453
  nChanged 950
		SP:Iteration 10Q (2547.510000 sec): 3 clusters
  Score: Raw -6626281.464802 + Penalty 5291.178601 = -6620990.286201
  nChanged 622
		SP:Iteration 11Q (2547.660000 sec): 3 clusters
  Score: Raw -6626721.282611 + Penalty 5291.178601 = -6621430.104010
  nChanged 443
		SP:Iteration 12Q (2547.800000 sec): 3 clusters
  Score: Raw -6627106.191095 + Penalty 5291.178601 = -6621815.012495
  nChanged 298
		SP:Iteration 13Q (2547.940000 sec): 3 clusters
  Score: Raw -6627424.849959 + Penalty 5291.178601 = -6622133.671358
  nChanged 213
		SP:Iteration 14Q (2548.060000 sec): 3 clusters
  Score: Raw -6627603.859764 + Penalty 5291.178601 = -6622312.681164
  nChanged 177
		SP:Iteration 15Q (2548.190000 sec): 3 clusters
  Score: Raw -6627704.338975 + Penalty 5291.178601 = -6622413.160374
  nChanged 137
		SP:Iteration 16Q (2548.310000 sec): 3 clusters
  Score: Raw -6627762.761272 + Penalty 5291.178601 = -6622471.582672
  nChanged 89
		SP:Iteration 17Q (2548.440000 sec): 3 clusters
  Score: Raw -6627800.750327 + Penalty 5291.178601 = -6622509.571726
  nChanged 84
		SP:Iteration 18Q (2548.560000 sec): 3 clusters
  Score: Raw -6627837.915075 + Penalty 5291.178601 = -6622546.736474
  nChanged 73
		SP:Iteration 19Q (2548.680000 sec): 3 clusters
  Score: Raw -6627869.394717 + Penalty 5291.178601 = -6622578.216116
  nChanged 73
		SP:Iteration 20F (2548.840000 sec): 3 clusters
  Score: Raw -6627905.162996 + Penalty 5291.178601 = -6622613.984395
  nChanged 66
		SP:Iteration 21Q (2548.960000 sec): 3 clusters
  Score: Raw -6627929.189901 + Penalty 5291.178601 = -6622638.011300
  nChanged 52
		SP:Iteration 22Q (2549.080000 sec): 3 clusters
  Score: Raw -6627944.687983 + Penalty 5291.178601 = -6622653.509382
  nChanged 42
		SP:Iteration 23Q (2549.190000 sec): 3 clusters
  Score: Raw -6627958.687205 + Penalty 5291.178601 = -6622667.508604
  nChanged 37
		SP:Iteration 24Q (2549.310000 sec): 3 clusters
  Score: Raw -6627970.856772 + Penalty 5291.178601 = -6622679.678172
  nChanged 38
		SP:Iteration 25Q (2549.430000 sec): 3 clusters
  Score: Raw -6627985.196282 + Penalty 5291.178601 = -6622694.017682
  nChanged 39
		SP:Iteration 26Q (2549.540000 sec): 3 clusters
  Score: Raw -6627997.936214 + Penalty 5291.178601 = -6622706.757613
  nChanged 36
		SP:Iteration 27Q (2549.660000 sec): 3 clusters
  Score: Raw -6628008.689562 + Penalty 5291.178601 = -6622717.510962
  nChanged 23
		SP:Iteration 28Q (2549.780000 sec): 3 clusters
  Score: Raw -6628014.907118 + Penalty 5291.178601 = -6622723.728518
  nChanged 22
		SP:Iteration 29Q (2549.890000 sec): 3 clusters
  Score: Raw -6628021.113320 + Penalty 5291.178601 = -6622729.934719
  nChanged 23
		SP:Iteration 30Q (2550.010000 sec): 3 clusters
  Score: Raw -6628027.150645 + Penalty 5291.178601 = -6622735.972044
  nChanged 19
		SP:Iteration 31Q (2550.120000 sec): 3 clusters
  Score: Raw -6628032.190596 + Penalty 5291.178601 = -6622741.011995
  nChanged 12
		SP:Iteration 32Q (2550.240000 sec): 3 clusters
  Score: Raw -6628034.579049 + Penalty 5291.178601 = -6622743.400449
  nChanged 8
		SP:Iteration 33Q (2550.360000 sec): 3 clusters
  Score: Raw -6628036.735825 + Penalty 5291.178601 = -6622745.557225
  nChanged 10
		SP:Iteration 34Q (2550.480000 sec): 3 clusters
  Score: Raw -6628039.011975 + Penalty 5291.178601 = -6622747.833375
  nChanged 9
		SP:Iteration 35Q (2550.600000 sec): 3 clusters
  Score: Raw -6628041.248165 + Penalty 5291.178601 = -6622750.069564
  nChanged 11
		SP:Iteration 36Q (2550.710000 sec): 3 clusters
  Score: Raw -6628043.621048 + Penalty 5291.178601 = -6622752.442447
  nChanged 12
		SP:Iteration 37Q (2550.830000 sec): 3 clusters
  Score: Raw -6628046.213621 + Penalty 5291.178601 = -6622755.035021
  nChanged 9
		SP:Iteration 38Q (2550.950000 sec): 3 clusters
  Score: Raw -6628048.396963 + Penalty 5291.178601 = -6622757.218362
  nChanged 7
		SP:Iteration 39Q (2551.060000 sec): 3 clusters
  Score: Raw -6628049.779584 + Penalty 5291.178601 = -6622758.600983
  nChanged 4
		SP:Iteration 40F (2551.220000 sec): 3 clusters
  Score: Raw -6628050.732138 + Penalty 5291.178601 = -6622759.553537
  nChanged 5
		SP:Iteration 41Q (2551.340000 sec): 3 clusters
  Score: Raw -6628051.648487 + Penalty 5291.178601 = -6622760.469886
  nChanged 5
		SP:Iteration 42Q (2551.460000 sec): 3 clusters
  Score: Raw -6628052.870241 + Penalty 5291.178601 = -6622761.691640
  nChanged 4
		SP:Iteration 43Q (2551.580000 sec): 3 clusters
  Score: Raw -6628053.499619 + Penalty 5291.178601 = -6622762.321019
  nChanged 1
		SP:Iteration 44Q (2551.700000 sec): 3 clusters
  Score: Raw -6628053.529338 + Penalty 5291.178601 = -6622762.350737
  nChanged 0
		SP:Iteration 45F (2551.860000 sec): 3 clusters
  Score: Raw -6628053.529338 + Penalty 5291.178601 = -6622762.350737
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2552.240000 sec): 2 clusters
  Score: Raw -17415139.139412 + Penalty 2899.371242 = -17412239.768170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2552.700000 sec): 3 clusters
  Score: Raw -17338076.553326 + Penalty 5798.742483 = -17332277.810843
  nChanged 56904
		SP:Iteration 1F (2553.150000 sec): 3 clusters
  Score: Raw -17371284.064880 + Penalty 5798.742483 = -17365485.322397
  nChanged 4344
		SP:Iteration 2Q (2553.600000 sec): 3 clusters
  Score: Raw -17372626.339857 + Penalty 5798.742483 = -17366827.597374
  nChanged 4847
		SP:Iteration 3Q (2554.070000 sec): 3 clusters
  Score: Raw -17374472.313142 + Penalty 5798.742483 = -17368673.570658
  nChanged 5516
		SP:Iteration 4Q (2554.530000 sec): 3 clusters
  Score: Raw -17377029.226917 + Penalty 5798.742483 = -17371230.484434
  nChanged 6192
		SP:Iteration 5F (2554.980000 sec): 3 clusters
  Score: Raw -17380363.241329 + Penalty 5798.742483 = -17374564.498845
  nChanged 6757
		SP:Iteration 6F (2555.430000 sec): 3 clusters
  Score: Raw -17384455.075314 + Penalty 5798.742483 = -17378656.332831
  nChanged 7108
		SP:Iteration 7F (2555.880000 sec): 3 clusters
  Score: Raw -17388880.211635 + Penalty 5798.742483 = -17383081.469151
  nChanged 6742
		SP:Iteration 8F (2556.330000 sec): 3 clusters
  Score: Raw -17392873.489705 + Penalty 5798.742483 = -17387074.747222
  nChanged 6096
		SP:Iteration 9F (2556.780000 sec): 3 clusters
  Score: Raw -17396313.769922 + Penalty 5798.742483 = -17390515.027439
  nChanged 5290
		SP:Iteration 10Q (2557.220000 sec): 3 clusters
  Score: Raw -17399082.807971 + Penalty 5798.742483 = -17393284.065488
  nChanged 4365
		SP:Iteration 11Q (2557.650000 sec): 3 clusters
  Score: Raw -17401264.051775 + Penalty 5798.742483 = -17395465.309291
  nChanged 3575
		SP:Iteration 12Q (2558.090000 sec): 3 clusters
  Score: Raw -17402967.819977 + Penalty 5798.742483 = -17397169.077493
  nChanged 2965
		SP:Iteration 13Q (2558.520000 sec): 3 clusters
  Score: Raw -17404505.149486 + Penalty 5798.742483 = -17398706.407003
  nChanged 2682
		SP:Iteration 14Q (2558.940000 sec): 3 clusters
  Score: Raw -17405932.696609 + Penalty 5798.742483 = -17400133.954126
  nChanged 2601
		SP:Iteration 15Q (2559.360000 sec): 3 clusters
  Score: Raw -17407272.048687 + Penalty 5798.742483 = -17401473.306204
  nChanged 2488
		SP:Iteration 16Q (2559.780000 sec): 3 clusters
  Score: Raw -17408358.568274 + Penalty 5798.742483 = -17402559.825791
  nChanged 2383
		SP:Iteration 17Q (2560.200000 sec): 3 clusters
  Score: Raw -17409354.103175 + Penalty 5798.742483 = -17403555.360692
  nChanged 2208
		SP:Iteration 18Q (2560.610000 sec): 3 clusters
  Score: Raw -17410248.673501 + Penalty 5798.742483 = -17404449.931017
  nChanged 2006
		SP:Iteration 19Q (2561.030000 sec): 3 clusters
  Score: Raw -17411038.086562 + Penalty 5798.742483 = -17405239.344078
  nChanged 1830
		SP:Iteration 20F (2561.470000 sec): 3 clusters
  Score: Raw -17411785.700392 + Penalty 5798.742483 = -17405986.957908
  nChanged 1760
		SP:Iteration 21Q (2561.890000 sec): 3 clusters
  Score: Raw -17412526.187226 + Penalty 5798.742483 = -17406727.444742
  nChanged 1707
		SP:Iteration 22Q (2562.300000 sec): 3 clusters
  Score: Raw -17413215.235184 + Penalty 5798.742483 = -17407416.492701
  nChanged 1583
		SP:Iteration 23Q (2562.720000 sec): 3 clusters
  Score: Raw -17413816.215913 + Penalty 5798.742483 = -17408017.473429
  nChanged 1532
		SP:Iteration 24Q (2563.140000 sec): 3 clusters
  Score: Raw -17414341.441511 + Penalty 5798.742483 = -17408542.699028
  nChanged 1433
		SP:Iteration 25Q (2563.590000 sec): 3 clusters
  Score: Raw -17414800.634970 + Penalty 5798.742483 = -17409001.892486
  nChanged 1349
		SP:Iteration 26Q (2564.020000 sec): 3 clusters
  Score: Raw -17415189.583498 + Penalty 5798.742483 = -17409390.841015
  nChanged 1259
		SP:Iteration 27Q (2564.450000 sec): 3 clusters
  Score: Raw -17415505.175156 + Penalty 5798.742483 = -17409706.432673
  nChanged 1101
		SP:Iteration 28Q (2564.890000 sec): 3 clusters
  Score: Raw -17415743.998271 + Penalty 5798.742483 = -17409945.255787
  nChanged 939
		SP:Iteration 29Q (2565.310000 sec): 3 clusters
  Score: Raw -17415909.943398 + Penalty 5798.742483 = -17410111.200915
  nChanged 769
		SP:Iteration 30Q (2565.740000 sec): 3 clusters
  Score: Raw -17416024.883642 + Penalty 5798.742483 = -17410226.141159
  nChanged 701
		SP:Iteration 31Q (2566.170000 sec): 3 clusters
  Score: Raw -17416119.560686 + Penalty 5798.742483 = -17410320.818203
  nChanged 646
		SP:Iteration 32Q (2566.590000 sec): 3 clusters
  Score: Raw -17416200.606340 + Penalty 5798.742483 = -17410401.863857
  nChanged 627
		SP:Iteration 33Q (2567.030000 sec): 3 clusters
  Score: Raw -17416273.944570 + Penalty 5798.742483 = -17410475.202087
  nChanged 558
		SP:Iteration 34Q (2567.470000 sec): 3 clusters
  Score: Raw -17416332.588514 + Penalty 5798.742483 = -17410533.846030
  nChanged 500
		SP:Iteration 35Q (2567.900000 sec): 3 clusters
  Score: Raw -17416380.789719 + Penalty 5798.742483 = -17410582.047235
  nChanged 470
		SP:Iteration 36Q (2568.340000 sec): 3 clusters
  Score: Raw -17416422.310796 + Penalty 5798.742483 = -17410623.568313
  nChanged 413
		SP:Iteration 37Q (2568.770000 sec): 3 clusters
  Score: Raw -17416454.635552 + Penalty 5798.742483 = -17410655.893068
  nChanged 352
		SP:Iteration 38Q (2569.210000 sec): 3 clusters
  Score: Raw -17416479.066632 + Penalty 5798.742483 = -17410680.324148
  nChanged 273
		SP:Iteration 39Q (2569.650000 sec): 3 clusters
  Score: Raw -17416496.276435 + Penalty 5798.742483 = -17410697.533952
  nChanged 260
		SP:Iteration 40F (2570.130000 sec): 3 clusters
  Score: Raw -17416516.968610 + Penalty 5798.742483 = -17410718.226126
  nChanged 228
		SP:Iteration 41Q (2570.590000 sec): 3 clusters
  Score: Raw -17416529.831365 + Penalty 5798.742483 = -17410731.088882
  nChanged 201
		SP:Iteration 42Q (2571.050000 sec): 3 clusters
  Score: Raw -17416539.657135 + Penalty 5798.742483 = -17410740.914651
  nChanged 176
		SP:Iteration 43Q (2571.510000 sec): 3 clusters
  Score: Raw -17416546.991896 + Penalty 5798.742483 = -17410748.249413
  nChanged 130
		SP:Iteration 44Q (2571.970000 sec): 3 clusters
  Score: Raw -17416551.503228 + Penalty 5798.742483 = -17410752.760745
  nChanged 110
		SP:Iteration 45Q (2572.420000 sec): 3 clusters
  Score: Raw -17416555.152758 + Penalty 5798.742483 = -17410756.410275
  nChanged 86
		SP:Iteration 46Q (2572.880000 sec): 3 clusters
  Score: Raw -17416557.675508 + Penalty 5798.742483 = -17410758.933025
  nChanged 88
		SP:Iteration 47Q (2573.330000 sec): 3 clusters
  Score: Raw -17416560.140679 + Penalty 5798.742483 = -17410761.398196
  nChanged 80
		SP:Iteration 48Q (2573.790000 sec): 3 clusters
  Score: Raw -17416562.639107 + Penalty 5798.742483 = -17410763.896623
  nChanged 67
		SP:Iteration 49Q (2574.250000 sec): 3 clusters
  Score: Raw -17416564.656587 + Penalty 5798.742483 = -17410765.914104
  nChanged 60
		SP:Iteration 50Q (2574.690000 sec): 3 clusters
  Score: Raw -17416566.156315 + Penalty 5798.742483 = -17410767.413832
  nChanged 50
		SP:Iteration 51Q (2575.140000 sec): 3 clusters
  Score: Raw -17416567.242991 + Penalty 5798.742483 = -17410768.500507
  nChanged 47
		SP:Iteration 52Q (2575.580000 sec): 3 clusters
  Score: Raw -17416568.182856 + Penalty 5798.742483 = -17410769.440372
  nChanged 42
		SP:Iteration 53Q (2576.010000 sec): 3 clusters
  Score: Raw -17416568.990369 + Penalty 5798.742483 = -17410770.247885
  nChanged 45
		SP:Iteration 54Q (2576.450000 sec): 3 clusters
  Score: Raw -17416569.852148 + Penalty 5798.742483 = -17410771.109665
  nChanged 32
		SP:Iteration 55Q (2576.890000 sec): 3 clusters
  Score: Raw -17416570.404405 + Penalty 5798.742483 = -17410771.661921
  nChanged 23
		SP:Iteration 56Q (2577.330000 sec): 3 clusters
  Score: Raw -17416570.745845 + Penalty 5798.742483 = -17410772.003361
  nChanged 19
		SP:Iteration 57Q (2577.770000 sec): 3 clusters
  Score: Raw -17416570.977122 + Penalty 5798.742483 = -17410772.234639
  nChanged 10
		SP:Iteration 58Q (2578.220000 sec): 3 clusters
  Score: Raw -17416571.119291 + Penalty 5798.742483 = -17410772.376808
  nChanged 6
		SP:Iteration 59Q (2578.660000 sec): 3 clusters
  Score: Raw -17416571.246085 + Penalty 5798.742483 = -17410772.503602
  nChanged 8
		SP:Iteration 60F (2579.130000 sec): 3 clusters
  Score: Raw -17416571.398399 + Penalty 5798.742483 = -17410772.655916
  nChanged 9
		SP:Iteration 61Q (2579.570000 sec): 3 clusters
  Score: Raw -17416571.500629 + Penalty 5798.742483 = -17410772.758146
  nChanged 9
		SP:Iteration 62Q (2580.010000 sec): 3 clusters
  Score: Raw -17416571.594010 + Penalty 5798.742483 = -17410772.851527
  nChanged 7
		SP:Iteration 63Q (2580.450000 sec): 3 clusters
  Score: Raw -17416571.742018 + Penalty 5798.742483 = -17410772.999534
  nChanged 8
		SP:Iteration 64Q (2580.890000 sec): 3 clusters
  Score: Raw -17416571.860155 + Penalty 5798.742483 = -17410773.117672
  nChanged 6
		SP:Iteration 65Q (2581.330000 sec): 3 clusters
  Score: Raw -17416571.915282 + Penalty 5798.742483 = -17410773.172799
  nChanged 4
		SP:Iteration 66Q (2581.780000 sec): 3 clusters
  Score: Raw -17416571.955211 + Penalty 5798.742483 = -17410773.212728
  nChanged 5
		SP:Iteration 67Q (2582.220000 sec): 3 clusters
  Score: Raw -17416572.022831 + Penalty 5798.742483 = -17410773.280348
  nChanged 3
		SP:Iteration 68Q (2582.670000 sec): 3 clusters
  Score: Raw -17416572.039362 + Penalty 5798.742483 = -17410773.296878
  nChanged 1
		SP:Iteration 69Q (2583.100000 sec): 3 clusters
  Score: Raw -17416572.053074 + Penalty 5798.742483 = -17410773.310591
  nChanged 0
		SP:Iteration 70F (2583.570000 sec): 3 clusters
  Score: Raw -17416572.053074 + Penalty 5798.742483 = -17410773.310591
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11678 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2583.650000 sec): 2 clusters
  Score: Raw -1781473.905521 + Penalty 2322.634578 = -1779151.270943
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2583.700000 sec): 3 clusters
  Score: Raw -1775037.519122 + Penalty 4645.269156 = -1770392.249965
  nChanged 4849
		SP:Iteration 1F (2583.750000 sec): 3 clusters
  Score: Raw -1777627.392617 + Penalty 4645.269156 = -1772982.123460
  nChanged 672
		SP:Iteration 2F (2583.790000 sec): 3 clusters
  Score: Raw -1777903.166062 + Penalty 4645.269156 = -1773257.896906
  nChanged 547
		SP:Iteration 3Q (2583.840000 sec): 3 clusters
  Score: Raw -1778116.988361 + Penalty 4645.269156 = -1773471.719205
  nChanged 426
		SP:Iteration 4Q (2583.890000 sec): 3 clusters
  Score: Raw -1778282.932755 + Penalty 4645.269156 = -1773637.663599
  nChanged 372
		SP:Iteration 5Q (2583.940000 sec): 3 clusters
  Score: Raw -1778424.277025 + Penalty 4645.269156 = -1773779.007869
  nChanged 334
		SP:Iteration 6Q (2583.990000 sec): 3 clusters
  Score: Raw -1778540.236583 + Penalty 4645.269156 = -1773894.967426
  nChanged 296
		SP:Iteration 7Q (2584.030000 sec): 3 clusters
  Score: Raw -1778638.128887 + Penalty 4645.269156 = -1773992.859730
  nChanged 279
		SP:Iteration 8Q (2584.080000 sec): 3 clusters
  Score: Raw -1778731.494006 + Penalty 4645.269156 = -1774086.224850
  nChanged 263
		SP:Iteration 9Q (2584.130000 sec): 3 clusters
  Score: Raw -1778809.216759 + Penalty 4645.269156 = -1774163.947603
  nChanged 224
		SP:Iteration 10Q (2584.170000 sec): 3 clusters
  Score: Raw -1778876.289003 + Penalty 4645.269156 = -1774231.019847
  nChanged 214
		SP:Iteration 11Q (2584.220000 sec): 3 clusters
  Score: Raw -1778935.828280 + Penalty 4645.269156 = -1774290.559124
  nChanged 213
		SP:Iteration 12Q (2584.270000 sec): 3 clusters
  Score: Raw -1779000.266748 + Penalty 4645.269156 = -1774354.997591
  nChanged 184
		SP:Iteration 13Q (2584.320000 sec): 3 clusters
  Score: Raw -1779062.455601 + Penalty 4645.269156 = -1774417.186445
  nChanged 193
		SP:Iteration 14Q (2584.370000 sec): 3 clusters
  Score: Raw -1779121.110861 + Penalty 4645.269156 = -1774475.841705
  nChanged 190
		SP:Iteration 15Q (2584.420000 sec): 3 clusters
  Score: Raw -1779183.820157 + Penalty 4645.269156 = -1774538.551001
  nChanged 187
		SP:Iteration 16Q (2584.460000 sec): 3 clusters
  Score: Raw -1779243.659202 + Penalty 4645.269156 = -1774598.390046
  nChanged 194
		SP:Iteration 17Q (2584.510000 sec): 3 clusters
  Score: Raw -1779299.987032 + Penalty 4645.269156 = -1774654.717875
  nChanged 177
		SP:Iteration 18Q (2584.560000 sec): 3 clusters
  Score: Raw -1779351.173182 + Penalty 4645.269156 = -1774705.904025
  nChanged 170
		SP:Iteration 19Q (2584.600000 sec): 3 clusters
  Score: Raw -1779396.555735 + Penalty 4645.269156 = -1774751.286579
  nChanged 154
		SP:Iteration 20F (2584.650000 sec): 3 clusters
  Score: Raw -1779439.739005 + Penalty 4645.269156 = -1774794.469849
  nChanged 171
		SP:Iteration 21Q (2584.700000 sec): 3 clusters
  Score: Raw -1779488.263458 + Penalty 4645.269156 = -1774842.994301
  nChanged 178
		SP:Iteration 22Q (2584.750000 sec): 3 clusters
  Score: Raw -1779544.037702 + Penalty 4645.269156 = -1774898.768546
  nChanged 185
		SP:Iteration 23Q (2584.800000 sec): 3 clusters
  Score: Raw -1779603.218126 + Penalty 4645.269156 = -1774957.948969
  nChanged 175
		SP:Iteration 24Q (2584.850000 sec): 3 clusters
  Score: Raw -1779656.772029 + Penalty 4645.269156 = -1775011.502873
  nChanged 182
		SP:Iteration 25Q (2584.900000 sec): 3 clusters
  Score: Raw -1779716.925788 + Penalty 4645.269156 = -1775071.656632
  nChanged 179
		SP:Iteration 26Q (2584.940000 sec): 3 clusters
  Score: Raw -1779778.062711 + Penalty 4645.269156 = -1775132.793555
  nChanged 196
		SP:Iteration 27Q (2584.990000 sec): 3 clusters
  Score: Raw -1779848.760501 + Penalty 4645.269156 = -1775203.491345
  nChanged 214
		SP:Iteration 28Q (2585.040000 sec): 3 clusters
  Score: Raw -1779923.438633 + Penalty 4645.269156 = -1775278.169477
  nChanged 209
		SP:Iteration 29Q (2585.080000 sec): 3 clusters
  Score: Raw -1780003.570296 + Penalty 4645.269156 = -1775358.301140
  nChanged 218
		SP:Iteration 30Q (2585.130000 sec): 3 clusters
  Score: Raw -1780092.949074 + Penalty 4645.269156 = -1775447.679918
  nChanged 230
		SP:Iteration 31Q (2585.180000 sec): 3 clusters
  Score: Raw -1780185.520384 + Penalty 4645.269156 = -1775540.251227
  nChanged 242
		SP:Iteration 32Q (2585.220000 sec): 3 clusters
  Score: Raw -1780284.786316 + Penalty 4645.269156 = -1775639.517160
  nChanged 228
		SP:Iteration 33Q (2585.270000 sec): 3 clusters
  Score: Raw -1780386.088089 + Penalty 4645.269156 = -1775740.818933
  nChanged 250
		SP:Iteration 34Q (2585.310000 sec): 3 clusters
  Score: Raw -1780506.282598 + Penalty 4645.269156 = -1775861.013442
  nChanged 230
		SP:Iteration 35Q (2585.360000 sec): 3 clusters
  Score: Raw -1780614.626770 + Penalty 4645.269156 = -1775969.357613
  nChanged 195
		SP:Iteration 36Q (2585.400000 sec): 3 clusters
  Score: Raw -1780709.106674 + Penalty 4645.269156 = -1776063.837518
  nChanged 195
		SP:Iteration 37Q (2585.440000 sec): 3 clusters
  Score: Raw -1780809.892176 + Penalty 4645.269156 = -1776164.623020
  nChanged 202
		SP:Iteration 38Q (2585.490000 sec): 3 clusters
  Score: Raw -1780915.849075 + Penalty 4645.269156 = -1776270.579918
  nChanged 185
		SP:Iteration 39Q (2585.530000 sec): 3 clusters
  Score: Raw -1781012.295535 + Penalty 4645.269156 = -1776367.026378
  nChanged 175
		SP:Iteration 40F (2585.580000 sec): 3 clusters
  Score: Raw -1781104.684136 + Penalty 4645.269156 = -1776459.414980
  nChanged 160
		SP:Iteration 41Q (2585.620000 sec): 3 clusters
  Score: Raw -1781193.020329 + Penalty 4645.269156 = -1776547.751173
  nChanged 139
		SP:Iteration 42Q (2585.660000 sec): 3 clusters
  Score: Raw -1781274.927095 + Penalty 4645.269156 = -1776629.657938
  nChanged 122
		SP:Iteration 43Q (2585.700000 sec): 3 clusters
  Score: Raw -1781344.496866 + Penalty 4645.269156 = -1776699.227710
  nChanged 119
		SP:Iteration 44Q (2585.740000 sec): 3 clusters
  Score: Raw -1781411.962524 + Penalty 4645.269156 = -1776766.693368
  nChanged 93
		SP:Iteration 45Q (2585.770000 sec): 3 clusters
  Score: Raw -1781459.669280 + Penalty 4645.269156 = -1776814.400124
  nChanged 73
		SP:Iteration 46Q (2585.810000 sec): 3 clusters
  Score: Raw -1781501.969555 + Penalty 4645.269156 = -1776856.700399
  nChanged 52
		SP:Iteration 47Q (2585.850000 sec): 3 clusters
  Score: Raw -1781528.128938 + Penalty 4645.269156 = -1776882.859781
  nChanged 43
		SP:Iteration 48Q (2585.890000 sec): 3 clusters
  Score: Raw -1781549.467551 + Penalty 4645.269156 = -1776904.198395
  nChanged 47
		SP:Iteration 49Q (2585.920000 sec): 3 clusters
  Score: Raw -1781580.865960 + Penalty 4645.269156 = -1776935.596803
  nChanged 43
		SP:Iteration 50Q (2585.960000 sec): 3 clusters
  Score: Raw -1781608.331466 + Penalty 4645.269156 = -1776963.062309
  nChanged 39
		SP:Iteration 51Q (2586.000000 sec): 3 clusters
  Score: Raw -1781634.295420 + Penalty 4645.269156 = -1776989.026263
  nChanged 31
		SP:Iteration 52Q (2586.040000 sec): 3 clusters
  Score: Raw -1781651.498544 + Penalty 4645.269156 = -1777006.229387
  nChanged 25
		SP:Iteration 53Q (2586.070000 sec): 3 clusters
  Score: Raw -1781665.480699 + Penalty 4645.269156 = -1777020.211543
  nChanged 19
		SP:Iteration 54Q (2586.110000 sec): 3 clusters
  Score: Raw -1781677.824319 + Penalty 4645.269156 = -1777032.555162
  nChanged 17
		SP:Iteration 55Q (2586.140000 sec): 3 clusters
  Score: Raw -1781688.067395 + Penalty 4645.269156 = -1777042.798239
  nChanged 13
		SP:Iteration 56Q (2586.180000 sec): 3 clusters
  Score: Raw -1781698.660094 + Penalty 4645.269156 = -1777053.390938
  nChanged 20
		SP:Iteration 57Q (2586.220000 sec): 3 clusters
  Score: Raw -1781711.216285 + Penalty 4645.269156 = -1777065.947128
  nChanged 19
		SP:Iteration 58Q (2586.250000 sec): 3 clusters
  Score: Raw -1781723.067590 + Penalty 4645.269156 = -1777077.798434
  nChanged 13
		SP:Iteration 59Q (2586.290000 sec): 3 clusters
  Score: Raw -1781731.281036 + Penalty 4645.269156 = -1777086.011880
  nChanged 6
		SP:Iteration 60F (2586.340000 sec): 3 clusters
  Score: Raw -1781733.081372 + Penalty 4645.269156 = -1777087.812216
  nChanged 2
		SP:Iteration 61Q (2586.370000 sec): 3 clusters
  Score: Raw -1781734.328274 + Penalty 4645.269156 = -1777089.059118
  nChanged 2
		SP:Iteration 62Q (2586.410000 sec): 3 clusters
  Score: Raw -1781735.505161 + Penalty 4645.269156 = -1777090.236004
  nChanged 2
		SP:Iteration 63Q (2586.440000 sec): 3 clusters
  Score: Raw -1781736.286358 + Penalty 4645.269156 = -1777091.017202
  nChanged 1
		SP:Iteration 64Q (2586.480000 sec): 3 clusters
  Score: Raw -1781736.571784 + Penalty 4645.269156 = -1777091.302628
  nChanged 0
		SP:Iteration 65F (2586.530000 sec): 3 clusters
  Score: Raw -1781736.571784 + Penalty 4645.269156 = -1777091.302628
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (3734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2586.540000 sec): 2 clusters
  Score: Raw -534219.205866 + Penalty 2039.858360 = -532179.347506
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2586.560000 sec): 3 clusters
  Score: Raw -532528.908765 + Penalty 4079.716721 = -528449.192045
  nChanged 1357
		SP:Iteration 1F (2586.580000 sec): 3 clusters
  Score: Raw -533325.425661 + Penalty 4079.716721 = -529245.708941
  nChanged 265
		SP:Iteration 2F (2586.590000 sec): 3 clusters
  Score: Raw -533499.489188 + Penalty 4079.716721 = -529419.772468
  nChanged 186
		SP:Iteration 3Q (2586.600000 sec): 3 clusters
  Score: Raw -533622.257647 + Penalty 4079.716721 = -529542.540926
  nChanged 130
		SP:Iteration 4Q (2586.620000 sec): 3 clusters
  Score: Raw -533699.428897 + Penalty 4079.716721 = -529619.712177
  nChanged 111
		SP:Iteration 5Q (2586.640000 sec): 3 clusters
  Score: Raw -533761.527350 + Penalty 4079.716721 = -529681.810629
  nChanged 91
		SP:Iteration 6Q (2586.650000 sec): 3 clusters
  Score: Raw -533818.772859 + Penalty 4079.716721 = -529739.056138
  nChanged 92
		SP:Iteration 7Q (2586.660000 sec): 3 clusters
  Score: Raw -533863.693825 + Penalty 4079.716721 = -529783.977105
  nChanged 83
		SP:Iteration 8Q (2586.680000 sec): 3 clusters
  Score: Raw -533908.791690 + Penalty 4079.716721 = -529829.074969
  nChanged 66
		SP:Iteration 9Q (2586.690000 sec): 3 clusters
  Score: Raw -533948.360699 + Penalty 4079.716721 = -529868.643978
  nChanged 63
		SP:Iteration 10Q (2586.710000 sec): 3 clusters
  Score: Raw -533987.591987 + Penalty 4079.716721 = -529907.875266
  nChanged 59
		SP:Iteration 11Q (2586.720000 sec): 3 clusters
  Score: Raw -534018.666221 + Penalty 4079.716721 = -529938.949500
  nChanged 59
		SP:Iteration 12Q (2586.740000 sec): 3 clusters
  Score: Raw -534048.880119 + Penalty 4079.716721 = -529969.163398
  nChanged 58
		SP:Iteration 13Q (2586.750000 sec): 3 clusters
  Score: Raw -534078.766707 + Penalty 4079.716721 = -529999.049987
  nChanged 53
		SP:Iteration 14Q (2586.770000 sec): 3 clusters
  Score: Raw -534107.463079 + Penalty 4079.716721 = -530027.746358
  nChanged 42
		SP:Iteration 15Q (2586.780000 sec): 3 clusters
  Score: Raw -534129.393365 + Penalty 4079.716721 = -530049.676644
  nChanged 39
		SP:Iteration 16Q (2586.800000 sec): 3 clusters
  Score: Raw -534147.328274 + Penalty 4079.716721 = -530067.611553
  nChanged 33
		SP:Iteration 17Q (2586.810000 sec): 3 clusters
  Score: Raw -534162.125428 + Penalty 4079.716721 = -530082.408707
  nChanged 29
		SP:Iteration 18Q (2586.830000 sec): 3 clusters
  Score: Raw -534177.173090 + Penalty 4079.716721 = -530097.456369
  nChanged 31
		SP:Iteration 19Q (2586.840000 sec): 3 clusters
  Score: Raw -534194.280297 + Penalty 4079.716721 = -530114.563576
  nChanged 33
		SP:Iteration 20F (2586.860000 sec): 3 clusters
  Score: Raw -534212.056553 + Penalty 4079.716721 = -530132.339832
  nChanged 31
		SP:Iteration 21Q (2586.870000 sec): 3 clusters
  Score: Raw -534228.954848 + Penalty 4079.716721 = -530149.238127
  nChanged 32
		SP:Iteration 22Q (2586.880000 sec): 3 clusters
  Score: Raw -534246.179300 + Penalty 4079.716721 = -530166.462579
  nChanged 27
		SP:Iteration 23Q (2586.900000 sec): 3 clusters
  Score: Raw -534259.368418 + Penalty 4079.716721 = -530179.651697
  nChanged 23
		SP:Iteration 24Q (2586.920000 sec): 3 clusters
  Score: Raw -534270.288234 + Penalty 4079.716721 = -530190.571514
  nChanged 29
		SP:Iteration 25Q (2586.930000 sec): 3 clusters
  Score: Raw -534282.972130 + Penalty 4079.716721 = -530203.255409
  nChanged 15
		SP:Iteration 26Q (2586.940000 sec): 3 clusters
  Score: Raw -534287.987800 + Penalty 4079.716721 = -530208.271080
  nChanged 10
		SP:Iteration 27Q (2586.960000 sec): 3 clusters
  Score: Raw -534291.773468 + Penalty 4079.716721 = -530212.056748
  nChanged 6
		SP:Iteration 28Q (2586.970000 sec): 3 clusters
  Score: Raw -534294.129895 + Penalty 4079.716721 = -530214.413174
  nChanged 6
		SP:Iteration 29Q (2586.990000 sec): 3 clusters
  Score: Raw -534297.174675 + Penalty 4079.716721 = -530217.457954
  nChanged 7
		SP:Iteration 30Q (2587.000000 sec): 3 clusters
  Score: Raw -534299.970759 + Penalty 4079.716721 = -530220.254039
  nChanged 1
		SP:Iteration 31Q (2587.020000 sec): 3 clusters
  Score: Raw -534300.417937 + Penalty 4079.716721 = -530220.701217
  nChanged 2
		SP:Iteration 32Q (2587.030000 sec): 3 clusters
  Score: Raw -534302.694058 + Penalty 4079.716721 = -530222.977337
  nChanged 5
		SP:Iteration 33Q (2587.040000 sec): 3 clusters
  Score: Raw -534304.489011 + Penalty 4079.716721 = -530224.772291
  nChanged 4
		SP:Iteration 34Q (2587.060000 sec): 3 clusters
  Score: Raw -534306.025158 + Penalty 4079.716721 = -530226.308437
  nChanged 3
		SP:Iteration 35Q (2587.070000 sec): 3 clusters
  Score: Raw -534307.294606 + Penalty 4079.716721 = -530227.577885
  nChanged 3
		SP:Iteration 36Q (2587.090000 sec): 3 clusters
  Score: Raw -534309.117890 + Penalty 4079.716721 = -530229.401170
  nChanged 2
		SP:Iteration 37Q (2587.100000 sec): 3 clusters
  Score: Raw -534310.321192 + Penalty 4079.716721 = -530230.604471
  nChanged 3
		SP:Iteration 38Q (2587.120000 sec): 3 clusters
  Score: Raw -534311.159284 + Penalty 4079.716721 = -530231.442563
  nChanged 3
		SP:Iteration 39Q (2587.130000 sec): 3 clusters
  Score: Raw -534312.704750 + Penalty 4079.716721 = -530232.988029
  nChanged 6
		SP:Iteration 40F (2587.140000 sec): 3 clusters
  Score: Raw -534315.215147 + Penalty 4079.716721 = -530235.498427
  nChanged 8
		SP:Iteration 41Q (2587.160000 sec): 3 clusters
  Score: Raw -534317.924624 + Penalty 4079.716721 = -530238.207903
  nChanged 7
		SP:Iteration 42Q (2587.170000 sec): 3 clusters
  Score: Raw -534320.483637 + Penalty 4079.716721 = -530240.766916
  nChanged 5
		SP:Iteration 43Q (2587.190000 sec): 3 clusters
  Score: Raw -534322.828859 + Penalty 4079.716721 = -530243.112138
  nChanged 9
		SP:Iteration 44Q (2587.200000 sec): 3 clusters
  Score: Raw -534326.233686 + Penalty 4079.716721 = -530246.516965
  nChanged 6
		SP:Iteration 45Q (2587.220000 sec): 3 clusters
  Score: Raw -534328.386339 + Penalty 4079.716721 = -530248.669618
  nChanged 7
		SP:Iteration 46Q (2587.230000 sec): 3 clusters
  Score: Raw -534332.418542 + Penalty 4079.716721 = -530252.701821
  nChanged 8
		SP:Iteration 47Q (2587.240000 sec): 3 clusters
  Score: Raw -534337.871391 + Penalty 4079.716721 = -530258.154671
  nChanged 6
		SP:Iteration 48Q (2587.260000 sec): 3 clusters
  Score: Raw -534341.318139 + Penalty 4079.716721 = -530261.601418
  nChanged 6
		SP:Iteration 49Q (2587.280000 sec): 3 clusters
  Score: Raw -534343.525131 + Penalty 4079.716721 = -530263.808410
  nChanged 5
		SP:Iteration 50Q (2587.290000 sec): 3 clusters
  Score: Raw -534347.409129 + Penalty 4079.716721 = -530267.692408
  nChanged 9
		SP:Iteration 51Q (2587.300000 sec): 3 clusters
  Score: Raw -534353.886708 + Penalty 4079.716721 = -530274.169987
  nChanged 12
		SP:Iteration 52Q (2587.320000 sec): 3 clusters
  Score: Raw -534359.863642 + Penalty 4079.716721 = -530280.146921
  nChanged 8
		SP:Iteration 53Q (2587.330000 sec): 3 clusters
  Score: Raw -534363.224023 + Penalty 4079.716721 = -530283.507302
  nChanged 4
		SP:Iteration 54Q (2587.340000 sec): 3 clusters
  Score: Raw -534365.378125 + Penalty 4079.716721 = -530285.661405
  nChanged 10
		SP:Iteration 55Q (2587.360000 sec): 3 clusters
  Score: Raw -534370.316211 + Penalty 4079.716721 = -530290.599490
  nChanged 8
		SP:Iteration 56Q (2587.380000 sec): 3 clusters
  Score: Raw -534375.942753 + Penalty 4079.716721 = -530296.226032
  nChanged 12
		SP:Iteration 57Q (2587.390000 sec): 3 clusters
  Score: Raw -534381.787161 + Penalty 4079.716721 = -530302.070441
  nChanged 4
		SP:Iteration 58Q (2587.400000 sec): 3 clusters
  Score: Raw -534383.775436 + Penalty 4079.716721 = -530304.058715
  nChanged 9
		SP:Iteration 59Q (2587.420000 sec): 3 clusters
  Score: Raw -534387.978294 + Penalty 4079.716721 = -530308.261574
  nChanged 10
		SP:Iteration 60F (2587.430000 sec): 3 clusters
  Score: Raw -534392.708510 + Penalty 4079.716721 = -530312.991789
  nChanged 7
		SP:Iteration 61Q (2587.440000 sec): 3 clusters
  Score: Raw -534396.150497 + Penalty 4079.716721 = -530316.433776
  nChanged 3
		SP:Iteration 62Q (2587.460000 sec): 3 clusters
  Score: Raw -534397.297123 + Penalty 4079.716721 = -530317.580402
  nChanged 3
		SP:Iteration 63Q (2587.480000 sec): 3 clusters
  Score: Raw -534399.100153 + Penalty 4079.716721 = -530319.383432
  nChanged 3
		SP:Iteration 64Q (2587.490000 sec): 3 clusters
  Score: Raw -534400.447326 + Penalty 4079.716721 = -530320.730605
  nChanged 3
		SP:Iteration 65Q (2587.500000 sec): 3 clusters
  Score: Raw -534401.614353 + Penalty 4079.716721 = -530321.897632
  nChanged 4
		SP:Iteration 66Q (2587.520000 sec): 3 clusters
  Score: Raw -534403.497276 + Penalty 4079.716721 = -530323.780556
  nChanged 6
		SP:Iteration 67Q (2587.530000 sec): 3 clusters
  Score: Raw -534405.807426 + Penalty 4079.716721 = -530326.090705
  nChanged 2
		SP:Iteration 68Q (2587.540000 sec): 3 clusters
  Score: Raw -534406.556619 + Penalty 4079.716721 = -530326.839898
  nChanged 4
		SP:Iteration 69Q (2587.560000 sec): 3 clusters
  Score: Raw -534408.254757 + Penalty 4079.716721 = -530328.538036
  nChanged 6
		SP:Iteration 70Q (2587.570000 sec): 3 clusters
  Score: Raw -534412.730879 + Penalty 4079.716721 = -530333.014159
  nChanged 9
		SP:Iteration 71Q (2587.590000 sec): 3 clusters
  Score: Raw -534419.390871 + Penalty 4079.716721 = -530339.674150
  nChanged 12
		SP:Iteration 72Q (2587.600000 sec): 3 clusters
  Score: Raw -534426.615784 + Penalty 4079.716721 = -530346.899063
  nChanged 7
		SP:Iteration 73Q (2587.620000 sec): 3 clusters
  Score: Raw -534431.071128 + Penalty 4079.716721 = -530351.354408
  nChanged 6
		SP:Iteration 74Q (2587.630000 sec): 3 clusters
  Score: Raw -534434.036000 + Penalty 4079.716721 = -530354.319279
  nChanged 5
		SP:Iteration 75Q (2587.640000 sec): 3 clusters
  Score: Raw -534436.243625 + Penalty 4079.716721 = -530356.526905
  nChanged 2
		SP:Iteration 76Q (2587.660000 sec): 3 clusters
  Score: Raw -534437.639453 + Penalty 4079.716721 = -530357.922732
  nChanged 1
		SP:Iteration 77Q (2587.670000 sec): 3 clusters
  Score: Raw -534437.825513 + Penalty 4079.716721 = -530358.108792
  nChanged 1
		SP:Iteration 78Q (2587.680000 sec): 3 clusters
  Score: Raw -534438.416040 + Penalty 4079.716721 = -530358.699319
  nChanged 2
		SP:Iteration 79Q (2587.700000 sec): 3 clusters
  Score: Raw -534438.940645 + Penalty 4079.716721 = -530359.223924
  nChanged 1
		SP:Iteration 80F (2587.720000 sec): 3 clusters
  Score: Raw -534439.733477 + Penalty 4079.716721 = -530360.016756
  nChanged 1
		SP:Iteration 81Q (2587.730000 sec): 3 clusters
  Score: Raw -534440.202010 + Penalty 4079.716721 = -530360.485289
  nChanged 0
		SP:Iteration 82F (2587.740000 sec): 3 clusters
  Score: Raw -534440.202010 + Penalty 4079.716721 = -530360.485289
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2587.750000 sec): 2 clusters
  Score: Raw -27600.991144 + Penalty 1356.078915 = -26244.912229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2587.750000 sec): 3 clusters
  Score: Raw -27824.338355 + Penalty 2712.157830 = -25112.180525
  nChanged 27
		SP:Iteration 1F (2587.750000 sec): 3 clusters
  Score: Raw -27943.352975 + Penalty 2712.157830 = -25231.195145
  nChanged 6
		SP:Iteration 2Q (2587.750000 sec): 3 clusters
  Score: Raw -27967.105198 + Penalty 2712.157830 = -25254.947368
  nChanged 1
		SP:Iteration 3Q (2587.750000 sec): 3 clusters
  Score: Raw -27975.281818 + Penalty 2712.157830 = -25263.123988
  nChanged 1
		SP:Iteration 4Q (2587.750000 sec): 3 clusters
  Score: Raw -27980.984490 + Penalty 2712.157830 = -25268.826660
  nChanged 0
		SP:Iteration 5F (2587.750000 sec): 3 clusters
  Score: Raw -27980.984490 + Penalty 2712.157830 = -25268.826660
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (30947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2587.860000 sec): 2 clusters
  Score: Raw -4517668.183898 + Penalty 2564.327773 = -4515103.856125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2587.990000 sec): 3 clusters
  Score: Raw -4499006.939135 + Penalty 5128.655546 = -4493878.283588
  nChanged 13954
		SP:Iteration 1F (2588.120000 sec): 3 clusters
  Score: Raw -4506689.952445 + Penalty 5128.655546 = -4501561.296899
  nChanged 1398
		SP:Iteration 2Q (2588.240000 sec): 3 clusters
  Score: Raw -4507124.351432 + Penalty 5128.655546 = -4501995.695886
  nChanged 1263
		SP:Iteration 3Q (2588.380000 sec): 3 clusters
  Score: Raw -4507530.036857 + Penalty 5128.655546 = -4502401.381310
  nChanged 1194
		SP:Iteration 4Q (2588.500000 sec): 3 clusters
  Score: Raw -4507955.729463 + Penalty 5128.655546 = -4502827.073917
  nChanged 1331
		SP:Iteration 5Q (2588.630000 sec): 3 clusters
  Score: Raw -4508518.502269 + Penalty 5128.655546 = -4503389.846723
  nChanged 1544
		SP:Iteration 6Q (2588.760000 sec): 3 clusters
  Score: Raw -4509303.948625 + Penalty 5128.655546 = -4504175.293079
  nChanged 1721
		SP:Iteration 7F (2588.880000 sec): 3 clusters
  Score: Raw -4510349.480695 + Penalty 5128.655546 = -4505220.825149
  nChanged 1946
		SP:Iteration 8F (2589.010000 sec): 3 clusters
  Score: Raw -4511684.214922 + Penalty 5128.655546 = -4506555.559376
  nChanged 2066
		SP:Iteration 9F (2589.130000 sec): 3 clusters
  Score: Raw -4513203.378447 + Penalty 5128.655546 = -4508074.722901
  nChanged 1890
		SP:Iteration 10F (2589.260000 sec): 3 clusters
  Score: Raw -4514532.779068 + Penalty 5128.655546 = -4509404.123522
  nChanged 1509
		SP:Iteration 11Q (2589.380000 sec): 3 clusters
  Score: Raw -4515537.083426 + Penalty 5128.655546 = -4510408.427880
  nChanged 1079
		SP:Iteration 12Q (2589.510000 sec): 3 clusters
  Score: Raw -4516339.528858 + Penalty 5128.655546 = -4511210.873312
  nChanged 839
		SP:Iteration 13Q (2589.630000 sec): 3 clusters
  Score: Raw -4517160.903842 + Penalty 5128.655546 = -4512032.248296
  nChanged 577
		SP:Iteration 14Q (2589.740000 sec): 3 clusters
  Score: Raw -4517942.503849 + Penalty 5128.655546 = -4512813.848303
  nChanged 379
		SP:Iteration 15Q (2589.860000 sec): 3 clusters
  Score: Raw -4518321.535291 + Penalty 5128.655546 = -4513192.879744
  nChanged 272
		SP:Iteration 16Q (2589.960000 sec): 3 clusters
  Score: Raw -4518493.501434 + Penalty 5128.655546 = -4513364.845888
  nChanged 178
		SP:Iteration 17Q (2590.060000 sec): 3 clusters
  Score: Raw -4518575.365912 + Penalty 5128.655546 = -4513446.710366
  nChanged 147
		SP:Iteration 18Q (2590.160000 sec): 3 clusters
  Score: Raw -4518626.596957 + Penalty 5128.655546 = -4513497.941411
  nChanged 121
		SP:Iteration 19Q (2590.260000 sec): 3 clusters
  Score: Raw -4518667.090529 + Penalty 5128.655546 = -4513538.434983
  nChanged 91
		SP:Iteration 20F (2590.380000 sec): 3 clusters
  Score: Raw -4518691.960242 + Penalty 5128.655546 = -4513563.304696
  nChanged 71
		SP:Iteration 21Q (2590.480000 sec): 3 clusters
  Score: Raw -4518711.257325 + Penalty 5128.655546 = -4513582.601779
  nChanged 60
		SP:Iteration 22Q (2590.580000 sec): 3 clusters
  Score: Raw -4518725.419849 + Penalty 5128.655546 = -4513596.764303
  nChanged 44
		SP:Iteration 23Q (2590.680000 sec): 3 clusters
  Score: Raw -4518735.583917 + Penalty 5128.655546 = -4513606.928371
  nChanged 33
		SP:Iteration 24Q (2590.770000 sec): 3 clusters
  Score: Raw -4518743.644739 + Penalty 5128.655546 = -4513614.989193
  nChanged 40
		SP:Iteration 25Q (2590.870000 sec): 3 clusters
  Score: Raw -4518752.779881 + Penalty 5128.655546 = -4513624.124335
  nChanged 31
		SP:Iteration 26Q (2590.970000 sec): 3 clusters
  Score: Raw -4518758.915120 + Penalty 5128.655546 = -4513630.259574
  nChanged 23
		SP:Iteration 27Q (2591.060000 sec): 3 clusters
  Score: Raw -4518763.790522 + Penalty 5128.655546 = -4513635.134976
  nChanged 25
		SP:Iteration 28Q (2591.160000 sec): 3 clusters
  Score: Raw -4518768.546443 + Penalty 5128.655546 = -4513639.890897
  nChanged 19
		SP:Iteration 29Q (2591.260000 sec): 3 clusters
  Score: Raw -4518772.325802 + Penalty 5128.655546 = -4513643.670256
  nChanged 21
		SP:Iteration 30Q (2591.360000 sec): 3 clusters
  Score: Raw -4518776.125490 + Penalty 5128.655546 = -4513647.469944
  nChanged 25
		SP:Iteration 31Q (2591.450000 sec): 3 clusters
  Score: Raw -4518780.441475 + Penalty 5128.655546 = -4513651.785929
  nChanged 18
		SP:Iteration 32Q (2591.550000 sec): 3 clusters
  Score: Raw -4518783.633355 + Penalty 5128.655546 = -4513654.977809
  nChanged 17
		SP:Iteration 33Q (2591.650000 sec): 3 clusters
  Score: Raw -4518786.614349 + Penalty 5128.655546 = -4513657.958803
  nChanged 15
		SP:Iteration 34Q (2591.740000 sec): 3 clusters
  Score: Raw -4518789.312138 + Penalty 5128.655546 = -4513660.656591
  nChanged 11
		SP:Iteration 35Q (2591.840000 sec): 3 clusters
  Score: Raw -4518791.450352 + Penalty 5128.655546 = -4513662.794806
  nChanged 9
		SP:Iteration 36Q (2591.940000 sec): 3 clusters
  Score: Raw -4518792.944918 + Penalty 5128.655546 = -4513664.289372
  nChanged 8
		SP:Iteration 37Q (2592.040000 sec): 3 clusters
  Score: Raw -4518794.079384 + Penalty 5128.655546 = -4513665.423838
  nChanged 6
		SP:Iteration 38Q (2592.140000 sec): 3 clusters
  Score: Raw -4518794.716049 + Penalty 5128.655546 = -4513666.060503
  nChanged 3
		SP:Iteration 39Q (2592.240000 sec): 3 clusters
  Score: Raw -4518795.111150 + Penalty 5128.655546 = -4513666.455604
  nChanged 1
		SP:Iteration 40F (2592.360000 sec): 3 clusters
  Score: Raw -4518795.384372 + Penalty 5128.655546 = -4513666.728826
  nChanged 4
		SP:Iteration 41Q (2592.450000 sec): 3 clusters
  Score: Raw -4518796.052710 + Penalty 5128.655546 = -4513667.397164
  nChanged 3
		SP:Iteration 42Q (2592.550000 sec): 3 clusters
  Score: Raw -4518796.313979 + Penalty 5128.655546 = -4513667.658433
  nChanged 0
		SP:Iteration 43F (2592.670000 sec): 3 clusters
  Score: Raw -4518796.313979 + Penalty 5128.655546 = -4513667.658433
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2592.680000 sec): 2 clusters
  Score: Raw -59143.222450 + Penalty 1506.115044 = -57637.107406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2592.690000 sec): 3 clusters
  Score: Raw -59318.546301 + Penalty 3012.230089 = -56306.316212
  nChanged 82
		SP:Iteration 1F (2592.690000 sec): 3 clusters
  Score: Raw -59584.283669 + Penalty 3012.230089 = -56572.053580
  nChanged 24
		SP:Iteration 2F (2592.690000 sec): 3 clusters
  Score: Raw -59732.119648 + Penalty 3012.230089 = -56719.889559
  nChanged 16
		SP:Iteration 3Q (2592.690000 sec): 3 clusters
  Score: Raw -59796.257864 + Penalty 3012.230089 = -56784.027775
  nChanged 16
		SP:Iteration 4Q (2592.700000 sec): 3 clusters
  Score: Raw -59884.090021 + Penalty 3012.230089 = -56871.859932
  nChanged 20
		SP:Iteration 5Q (2592.700000 sec): 3 clusters
  Score: Raw -59964.460658 + Penalty 3012.230089 = -56952.230570
  nChanged 22
		SP:Iteration 6F (2592.700000 sec): 3 clusters
  Score: Raw -60060.617632 + Penalty 3012.230089 = -57048.387543
  nChanged 26
		SP:Iteration 7F (2592.700000 sec): 3 clusters
  Score: Raw -60214.100254 + Penalty 3012.230089 = -57201.870165
  nChanged 20
		SP:Iteration 8Q (2592.700000 sec): 3 clusters
  Score: Raw -60382.474140 + Penalty 3012.230089 = -57370.244051
  nChanged 12
		SP:Iteration 9Q (2592.700000 sec): 3 clusters
  Score: Raw -60536.057515 + Penalty 3012.230089 = -57523.827426
  nChanged 9
		SP:Iteration 10Q (2592.700000 sec): 3 clusters
  Score: Raw -60680.429021 + Penalty 3012.230089 = -57668.198932
  nChanged 3
		SP:Iteration 11Q (2592.700000 sec): 3 clusters
  Score: Raw -60704.919435 + Penalty 3012.230089 = -57692.689346
  nChanged 2
		SP:Iteration 12Q (2592.710000 sec): 3 clusters
  Score: Raw -60728.772302 + Penalty 3012.230089 = -57716.542213
  nChanged 1
		SP:Iteration 13Q (2592.710000 sec): 3 clusters
  Score: Raw -60732.794064 + Penalty 3012.230089 = -57720.563975
  nChanged 0
		SP:Iteration 14F (2592.710000 sec): 3 clusters
  Score: Raw -60732.794064 + Penalty 3012.230089 = -57720.563975
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 9.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1777 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2592.720000 sec): 2 clusters
  Score: Raw -255255.039351 + Penalty 1855.705093 = -253399.334258
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2592.730000 sec): 3 clusters
  Score: Raw -254633.096128 + Penalty 3711.410187 = -250921.685941
  nChanged 540
		SP:Iteration 1F (2592.740000 sec): 3 clusters
  Score: Raw -255066.428197 + Penalty 3711.410187 = -251355.018010
  nChanged 149
		SP:Iteration 2F (2592.740000 sec): 3 clusters
  Score: Raw -255188.727640 + Penalty 3711.410187 = -251477.317453
  nChanged 72
		SP:Iteration 3Q (2592.750000 sec): 3 clusters
  Score: Raw -255252.145274 + Penalty 3711.410187 = -251540.735087
  nChanged 49
		SP:Iteration 4Q (2592.760000 sec): 3 clusters
  Score: Raw -255292.606087 + Penalty 3711.410187 = -251581.195901
  nChanged 30
		SP:Iteration 5Q (2592.760000 sec): 3 clusters
  Score: Raw -255317.250600 + Penalty 3711.410187 = -251605.840413
  nChanged 21
		SP:Iteration 6Q (2592.770000 sec): 3 clusters
  Score: Raw -255337.387504 + Penalty 3711.410187 = -251625.977318
  nChanged 21
		SP:Iteration 7Q (2592.780000 sec): 3 clusters
  Score: Raw -255354.792647 + Penalty 3711.410187 = -251643.382461
  nChanged 14
		SP:Iteration 8Q (2592.780000 sec): 3 clusters
  Score: Raw -255365.624367 + Penalty 3711.410187 = -251654.214180
  nChanged 11
		SP:Iteration 9Q (2592.790000 sec): 3 clusters
  Score: Raw -255372.633506 + Penalty 3711.410187 = -251661.223319
  nChanged 10
		SP:Iteration 10Q (2592.800000 sec): 3 clusters
  Score: Raw -255378.254752 + Penalty 3711.410187 = -251666.844565
  nChanged 8
		SP:Iteration 11Q (2592.800000 sec): 3 clusters
  Score: Raw -255384.325530 + Penalty 3711.410187 = -251672.915343
  nChanged 3
		SP:Iteration 12Q (2592.810000 sec): 3 clusters
  Score: Raw -255385.976941 + Penalty 3711.410187 = -251674.566754
  nChanged 5
		SP:Iteration 13Q (2592.820000 sec): 3 clusters
  Score: Raw -255389.156257 + Penalty 3711.410187 = -251677.746070
  nChanged 5
		SP:Iteration 14Q (2592.820000 sec): 3 clusters
  Score: Raw -255393.142600 + Penalty 3711.410187 = -251681.732413
  nChanged 4
		SP:Iteration 15Q (2592.830000 sec): 3 clusters
  Score: Raw -255395.134477 + Penalty 3711.410187 = -251683.724290
  nChanged 7
		SP:Iteration 16Q (2592.840000 sec): 3 clusters
  Score: Raw -255400.596765 + Penalty 3711.410187 = -251689.186578
  nChanged 7
		SP:Iteration 17Q (2592.840000 sec): 3 clusters
  Score: Raw -255406.906063 + Penalty 3711.410187 = -251695.495877
  nChanged 8
		SP:Iteration 18Q (2592.850000 sec): 3 clusters
  Score: Raw -255411.207888 + Penalty 3711.410187 = -251699.797701
  nChanged 10
		SP:Iteration 19Q (2592.860000 sec): 3 clusters
  Score: Raw -255417.113600 + Penalty 3711.410187 = -251705.703413
  nChanged 8
		SP:Iteration 20F (2592.860000 sec): 3 clusters
  Score: Raw -255421.176025 + Penalty 3711.410187 = -251709.765838
  nChanged 4
		SP:Iteration 21Q (2592.870000 sec): 3 clusters
  Score: Raw -255423.114593 + Penalty 3711.410187 = -251711.704406
  nChanged 3
		SP:Iteration 22Q (2592.880000 sec): 3 clusters
  Score: Raw -255423.967729 + Penalty 3711.410187 = -251712.557542
  nChanged 2
		SP:Iteration 23Q (2592.890000 sec): 3 clusters
  Score: Raw -255424.474997 + Penalty 3711.410187 = -251713.064810
  nChanged 1
		SP:Iteration 24Q (2592.890000 sec): 3 clusters
  Score: Raw -255425.114405 + Penalty 3711.410187 = -251713.704218
  nChanged 6
		SP:Iteration 25Q (2592.900000 sec): 3 clusters
  Score: Raw -255428.053682 + Penalty 3711.410187 = -251716.643495
  nChanged 4
		SP:Iteration 26Q (2592.910000 sec): 3 clusters
  Score: Raw -255429.941024 + Penalty 3711.410187 = -251718.530837
  nChanged 5
		SP:Iteration 27Q (2592.910000 sec): 3 clusters
  Score: Raw -255434.072584 + Penalty 3711.410187 = -251722.662397
  nChanged 6
		SP:Iteration 28Q (2592.920000 sec): 3 clusters
  Score: Raw -255436.799340 + Penalty 3711.410187 = -251725.389153
  nChanged 4
		SP:Iteration 29Q (2592.930000 sec): 3 clusters
  Score: Raw -255438.582118 + Penalty 3711.410187 = -251727.171931
  nChanged 1
		SP:Iteration 30Q (2592.940000 sec): 3 clusters
  Score: Raw -255438.669070 + Penalty 3711.410187 = -251727.258883
  nChanged 0
		SP:Iteration 31F (2592.940000 sec): 3 clusters
  Score: Raw -255438.669070 + Penalty 3711.410187 = -251727.258883
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2592.940000 sec): 2 clusters
  Score: Raw -14092.726968 + Penalty 1232.513698 = -12860.213270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2592.940000 sec): 3 clusters
  Score: Raw -14517.906649 + Penalty 2465.027397 = -12052.879252
  nChanged 17
		SP:Iteration 1F (2592.940000 sec): 3 clusters
  Score: Raw -14644.711528 + Penalty 2465.027397 = -12179.684131
  nChanged 2
		SP:Iteration 2Q (2592.950000 sec): 3 clusters
  Score: Raw -14671.044637 + Penalty 2465.027397 = -12206.017241
  nChanged 0
		SP:Iteration 3F (2592.950000 sec): 3 clusters
  Score: Raw -14671.044637 + Penalty 2465.027397 = -12206.017241
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (978 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2592.950000 sec): 2 clusters
  Score: Raw -129694.040555 + Penalty 1707.606398 = -127986.434157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2592.960000 sec): 3 clusters
  Score: Raw -129533.672157 + Penalty 3415.212796 = -126118.459361
  nChanged 247
		SP:Iteration 1F (2592.960000 sec): 3 clusters
  Score: Raw -129986.370688 + Penalty 3415.212796 = -126571.157892
  nChanged 84
		SP:Iteration 2F (2592.960000 sec): 3 clusters
  Score: Raw -130193.309765 + Penalty 3415.212796 = -126778.096969
  nChanged 70
		SP:Iteration 3F (2592.970000 sec): 3 clusters
  Score: Raw -130431.102677 + Penalty 3415.212796 = -127015.889881
  nChanged 60
		SP:Iteration 4F (2592.970000 sec): 3 clusters
  Score: Raw -130675.446109 + Penalty 3415.212796 = -127260.233313
  nChanged 51
		SP:Iteration 5F (2592.980000 sec): 3 clusters
  Score: Raw -130928.532295 + Penalty 3415.212796 = -127513.319498
  nChanged 57
		SP:Iteration 6F (2592.980000 sec): 3 clusters
  Score: Raw -131177.658612 + Penalty 3415.212796 = -127762.445816
  nChanged 39
		SP:Iteration 7Q (2592.980000 sec): 3 clusters
  Score: Raw -131323.322175 + Penalty 3415.212796 = -127908.109379
  nChanged 37
		SP:Iteration 8Q (2592.980000 sec): 3 clusters
  Score: Raw -131414.262255 + Penalty 3415.212796 = -127999.049459
  nChanged 24
		SP:Iteration 9Q (2592.990000 sec): 3 clusters
  Score: Raw -131484.399777 + Penalty 3415.212796 = -128069.186980
  nChanged 17
		SP:Iteration 10Q (2592.990000 sec): 3 clusters
  Score: Raw -131531.394663 + Penalty 3415.212796 = -128116.181866
  nChanged 9
		SP:Iteration 11Q (2593.000000 sec): 3 clusters
  Score: Raw -131555.457006 + Penalty 3415.212796 = -128140.244210
  nChanged 5
		SP:Iteration 12Q (2593.000000 sec): 3 clusters
  Score: Raw -131573.273405 + Penalty 3415.212796 = -128158.060609
  nChanged 4
		SP:Iteration 13Q (2593.000000 sec): 3 clusters
  Score: Raw -131583.874741 + Penalty 3415.212796 = -128168.661944
  nChanged 4
		SP:Iteration 14Q (2593.000000 sec): 3 clusters
  Score: Raw -131595.306475 + Penalty 3415.212796 = -128180.093678
  nChanged 2
		SP:Iteration 15Q (2593.010000 sec): 3 clusters
  Score: Raw -131604.221002 + Penalty 3415.212796 = -128189.008206
  nChanged 1
		SP:Iteration 16Q (2593.010000 sec): 3 clusters
  Score: Raw -131608.425839 + Penalty 3415.212796 = -128193.213043
  nChanged 1
		SP:Iteration 17Q (2593.010000 sec): 3 clusters
  Score: Raw -131610.156392 + Penalty 3415.212796 = -128194.943596
  nChanged 1
		SP:Iteration 18Q (2593.020000 sec): 3 clusters
  Score: Raw -131612.500283 + Penalty 3415.212796 = -128197.287487
  nChanged 1
		SP:Iteration 19Q (2593.020000 sec): 3 clusters
  Score: Raw -131614.901164 + Penalty 3415.212796 = -128199.688368
  nChanged 1
		SP:Iteration 20F (2593.020000 sec): 3 clusters
  Score: Raw -131618.807870 + Penalty 3415.212796 = -128203.595073
  nChanged 2
		SP:Iteration 21Q (2593.020000 sec): 3 clusters
  Score: Raw -131634.220299 + Penalty 3415.212796 = -128219.007503
  nChanged 2
		SP:Iteration 22Q (2593.030000 sec): 3 clusters
  Score: Raw -131646.972948 + Penalty 3415.212796 = -128231.760151
  nChanged 2
		SP:Iteration 23Q (2593.030000 sec): 3 clusters
  Score: Raw -131664.586328 + Penalty 3415.212796 = -128249.373531
  nChanged 2
		SP:Iteration 24Q (2593.040000 sec): 3 clusters
  Score: Raw -131679.493471 + Penalty 3415.212796 = -128264.280675
  nChanged 0
		SP:Iteration 25F (2593.040000 sec): 3 clusters
  Score: Raw -131679.493471 + Penalty 3415.212796 = -128264.280675
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 23.
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (142306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2593.540000 sec): 2 clusters
  Score: Raw -20666163.101716 + Penalty 2942.702267 = -20663220.399449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2594.120000 sec): 3 clusters
  Score: Raw -20574041.422194 + Penalty 5885.404534 = -20568156.017660
  nChanged 67785
		SP:Iteration 1F (2594.680000 sec): 3 clusters
  Score: Raw -20613047.375471 + Penalty 5885.404534 = -20607161.970937
  nChanged 4562
		SP:Iteration 2Q (2595.250000 sec): 3 clusters
  Score: Raw -20614253.325697 + Penalty 5885.404534 = -20608367.921163
  nChanged 5007
		SP:Iteration 3Q (2595.830000 sec): 3 clusters
  Score: Raw -20615817.082186 + Penalty 5885.404534 = -20609931.677652
  nChanged 5596
		SP:Iteration 4Q (2596.410000 sec): 3 clusters
  Score: Raw -20617956.297378 + Penalty 5885.404534 = -20612070.892844
  nChanged 6444
		SP:Iteration 5Q (2596.990000 sec): 3 clusters
  Score: Raw -20620947.060497 + Penalty 5885.404534 = -20615061.655963
  nChanged 7361
		SP:Iteration 6F (2597.550000 sec): 3 clusters
  Score: Raw -20625061.222836 + Penalty 5885.404534 = -20619175.818302
  nChanged 8313
		SP:Iteration 7F (2598.120000 sec): 3 clusters
  Score: Raw -20630495.784998 + Penalty 5885.404534 = -20624610.380464
  nChanged 8919
		SP:Iteration 8F (2598.680000 sec): 3 clusters
  Score: Raw -20636925.097098 + Penalty 5885.404534 = -20631039.692564
  nChanged 8871
		SP:Iteration 9F (2599.250000 sec): 3 clusters
  Score: Raw -20643557.642080 + Penalty 5885.404534 = -20637672.237546
  nChanged 8003
		SP:Iteration 10F (2599.810000 sec): 3 clusters
  Score: Raw -20649564.825261 + Penalty 5885.404534 = -20643679.420727
  nChanged 6567
		SP:Iteration 11Q (2600.340000 sec): 3 clusters
  Score: Raw -20654368.467154 + Penalty 5885.404534 = -20648483.062620
  nChanged 5141
		SP:Iteration 12Q (2600.860000 sec): 3 clusters
  Score: Raw -20657946.634344 + Penalty 5885.404534 = -20652061.229810
  nChanged 3968
		SP:Iteration 13Q (2601.340000 sec): 3 clusters
  Score: Raw -20660574.324786 + Penalty 5885.404534 = -20654688.920252
  nChanged 3012
		SP:Iteration 14Q (2601.820000 sec): 3 clusters
  Score: Raw -20662499.531641 + Penalty 5885.404534 = -20656614.127107
  nChanged 2262
		SP:Iteration 15Q (2602.270000 sec): 3 clusters
  Score: Raw -20663917.540772 + Penalty 5885.404534 = -20658032.136238
  nChanged 1618
		SP:Iteration 16Q (2602.710000 sec): 3 clusters
  Score: Raw -20664947.321459 + Penalty 5885.404534 = -20659061.916925
  nChanged 1085
		SP:Iteration 17Q (2603.140000 sec): 3 clusters
  Score: Raw -20665649.099831 + Penalty 5885.404534 = -20659763.695297
  nChanged 696
		SP:Iteration 18Q (2603.560000 sec): 3 clusters
  Score: Raw -20666077.837679 + Penalty 5885.404534 = -20660192.433145
  nChanged 514
		SP:Iteration 19Q (2603.980000 sec): 3 clusters
  Score: Raw -20666351.383739 + Penalty 5885.404534 = -20660465.979205
  nChanged 359
		SP:Iteration 20F (2604.540000 sec): 3 clusters
  Score: Raw -20666509.467758 + Penalty 5885.404534 = -20660624.063224
  nChanged 244
		SP:Iteration 21Q (2604.950000 sec): 3 clusters
  Score: Raw -20666613.912329 + Penalty 5885.404534 = -20660728.507795
  nChanged 208
		SP:Iteration 22Q (2605.360000 sec): 3 clusters
  Score: Raw -20666700.818201 + Penalty 5885.404534 = -20660815.413667
  nChanged 175
		SP:Iteration 23Q (2605.780000 sec): 3 clusters
  Score: Raw -20666765.689198 + Penalty 5885.404534 = -20660880.284664
  nChanged 119
		SP:Iteration 24Q (2606.200000 sec): 3 clusters
  Score: Raw -20666808.103706 + Penalty 5885.404534 = -20660922.699172
  nChanged 86
		SP:Iteration 25Q (2606.600000 sec): 3 clusters
  Score: Raw -20666832.322991 + Penalty 5885.404534 = -20660946.918457
  nChanged 61
		SP:Iteration 26Q (2607.010000 sec): 3 clusters
  Score: Raw -20666848.452611 + Penalty 5885.404534 = -20660963.048077
  nChanged 53
		SP:Iteration 27Q (2607.420000 sec): 3 clusters
  Score: Raw -20666862.462918 + Penalty 5885.404534 = -20660977.058384
  nChanged 47
		SP:Iteration 28Q (2607.830000 sec): 3 clusters
  Score: Raw -20666874.415026 + Penalty 5885.404534 = -20660989.010492
  nChanged 40
		SP:Iteration 29Q (2608.230000 sec): 3 clusters
  Score: Raw -20666883.510282 + Penalty 5885.404534 = -20660998.105748
  nChanged 34
		SP:Iteration 30Q (2608.640000 sec): 3 clusters
  Score: Raw -20666893.350386 + Penalty 5885.404534 = -20661007.945852
  nChanged 36
		SP:Iteration 31Q (2609.040000 sec): 3 clusters
  Score: Raw -20666903.407839 + Penalty 5885.404534 = -20661018.003305
  nChanged 40
		SP:Iteration 32Q (2609.440000 sec): 3 clusters
  Score: Raw -20666914.091904 + Penalty 5885.404534 = -20661028.687370
  nChanged 38
		SP:Iteration 33Q (2609.850000 sec): 3 clusters
  Score: Raw -20666923.565953 + Penalty 5885.404534 = -20661038.161419
  nChanged 30
		SP:Iteration 34Q (2610.250000 sec): 3 clusters
  Score: Raw -20666929.995049 + Penalty 5885.404534 = -20661044.590515
  nChanged 23
		SP:Iteration 35Q (2610.660000 sec): 3 clusters
  Score: Raw -20666936.073388 + Penalty 5885.404534 = -20661050.668854
  nChanged 21
		SP:Iteration 36Q (2611.060000 sec): 3 clusters
  Score: Raw -20666940.436700 + Penalty 5885.404534 = -20661055.032166
  nChanged 14
		SP:Iteration 37Q (2611.460000 sec): 3 clusters
  Score: Raw -20666943.529912 + Penalty 5885.404534 = -20661058.125378
  nChanged 15
		SP:Iteration 38Q (2611.860000 sec): 3 clusters
  Score: Raw -20666946.706133 + Penalty 5885.404534 = -20661061.301599
  nChanged 15
		SP:Iteration 39Q (2612.270000 sec): 3 clusters
  Score: Raw -20666950.652126 + Penalty 5885.404534 = -20661065.247592
  nChanged 12
		SP:Iteration 40F (2612.840000 sec): 3 clusters
  Score: Raw -20666953.699808 + Penalty 5885.404534 = -20661068.295274
  nChanged 12
		SP:Iteration 41Q (2613.240000 sec): 3 clusters
  Score: Raw -20666956.228195 + Penalty 5885.404534 = -20661070.823661
  nChanged 10
		SP:Iteration 42Q (2613.640000 sec): 3 clusters
  Score: Raw -20666958.287929 + Penalty 5885.404534 = -20661072.883395
  nChanged 7
		SP:Iteration 43Q (2614.040000 sec): 3 clusters
  Score: Raw -20666959.970981 + Penalty 5885.404534 = -20661074.566446
  nChanged 7
		SP:Iteration 44Q (2614.450000 sec): 3 clusters
  Score: Raw -20666961.547790 + Penalty 5885.404534 = -20661076.143256
  nChanged 5
		SP:Iteration 45Q (2614.860000 sec): 3 clusters
  Score: Raw -20666962.565703 + Penalty 5885.404534 = -20661077.161169
  nChanged 5
		SP:Iteration 46Q (2615.260000 sec): 3 clusters
  Score: Raw -20666963.731931 + Penalty 5885.404534 = -20661078.327397
  nChanged 5
		SP:Iteration 47Q (2615.660000 sec): 3 clusters
  Score: Raw -20666964.731090 + Penalty 5885.404534 = -20661079.326556
  nChanged 4
		SP:Iteration 48Q (2616.080000 sec): 3 clusters
  Score: Raw -20666965.474542 + Penalty 5885.404534 = -20661080.070008
  nChanged 5
		SP:Iteration 49Q (2616.480000 sec): 3 clusters
  Score: Raw -20666966.045600 + Penalty 5885.404534 = -20661080.641066
  nChanged 2
		SP:Iteration 50Q (2616.890000 sec): 3 clusters
  Score: Raw -20666966.447941 + Penalty 5885.404534 = -20661081.043407
  nChanged 1
		SP:Iteration 51Q (2617.300000 sec): 3 clusters
  Score: Raw -20666966.650842 + Penalty 5885.404534 = -20661081.246308
  nChanged 3
		SP:Iteration 52Q (2617.710000 sec): 3 clusters
  Score: Raw -20666967.481753 + Penalty 5885.404534 = -20661082.077219
  nChanged 2
		SP:Iteration 53Q (2618.110000 sec): 3 clusters
  Score: Raw -20666967.918036 + Penalty 5885.404534 = -20661082.513502
  nChanged 2
		SP:Iteration 54Q (2618.510000 sec): 3 clusters
  Score: Raw -20666968.381779 + Penalty 5885.404534 = -20661082.977245
  nChanged 2
		SP:Iteration 55Q (2618.890000 sec): 3 clusters
  Score: Raw -20666968.608960 + Penalty 5885.404534 = -20661083.204426
  nChanged 1
		SP:Iteration 56Q (2619.270000 sec): 3 clusters
  Score: Raw -20666968.784514 + Penalty 5885.404534 = -20661083.379980
  nChanged 0
		SP:Iteration 57F (2619.800000 sec): 3 clusters
  Score: Raw -20666968.784514 + Penalty 5885.404534 = -20661083.379980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2619.870000 sec): 2 clusters
  Score: Raw -19667.259116 + Penalty 1308.972435 = -18358.286681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2619.870000 sec): 3 clusters
  Score: Raw -19934.149704 + Penalty 2617.944871 = -17316.204833
  nChanged 15
		SP:Iteration 1F (2619.870000 sec): 3 clusters
  Score: Raw -20015.993586 + Penalty 2617.944871 = -17398.048715
  nChanged 10
		SP:Iteration 2F (2619.870000 sec): 3 clusters
  Score: Raw -20078.872031 + Penalty 2617.944871 = -17460.927160
  nChanged 6
		SP:Iteration 3Q (2619.870000 sec): 3 clusters
  Score: Raw -20126.845217 + Penalty 2617.944871 = -17508.900346
  nChanged 4
		SP:Iteration 4Q (2619.870000 sec): 3 clusters
  Score: Raw -20151.572029 + Penalty 2617.944871 = -17533.627158
  nChanged 3
		SP:Iteration 5Q (2619.870000 sec): 3 clusters
  Score: Raw -20167.594773 + Penalty 2617.944871 = -17549.649902
  nChanged 1
		SP:Iteration 6Q (2619.880000 sec): 3 clusters
  Score: Raw -20175.470025 + Penalty 2617.944871 = -17557.525154
  nChanged 2
		SP:Iteration 7Q (2619.880000 sec): 3 clusters
  Score: Raw -20191.777814 + Penalty 2617.944871 = -17573.832943
  nChanged 0
		SP:Iteration 8F (2619.880000 sec): 3 clusters
  Score: Raw -20191.777814 + Penalty 2617.944871 = -17573.832943
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 29 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2619.880000 sec): 2 clusters
  Score: Raw -74196.170923 + Penalty 1539.730326 = -72656.440597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2619.880000 sec): 3 clusters
  Score: Raw -74225.403661 + Penalty 3079.460653 = -71145.943009
  nChanged 67
		SP:Iteration 1F (2619.880000 sec): 3 clusters
  Score: Raw -74358.436031 + Penalty 3079.460653 = -71278.975378
  nChanged 16
		SP:Iteration 2Q (2619.880000 sec): 3 clusters
  Score: Raw -74403.016384 + Penalty 3079.460653 = -71323.555731
  nChanged 4
		SP:Iteration 3Q (2619.890000 sec): 3 clusters
  Score: Raw -74409.761309 + Penalty 3079.460653 = -71330.300656
  nChanged 3
		SP:Iteration 4Q (2619.890000 sec): 3 clusters
  Score: Raw -74415.131152 + Penalty 3079.460653 = -71335.670499
  nChanged 2
		SP:Iteration 5Q (2619.890000 sec): 3 clusters
  Score: Raw -74418.268069 + Penalty 3079.460653 = -71338.807416
  nChanged 0
		SP:Iteration 6F (2619.890000 sec): 3 clusters
  Score: Raw -74418.268069 + Penalty 3079.460653 = -71338.807416
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 30 (34446 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2620.020000 sec): 2 clusters
  Score: Raw -5264741.775465 + Penalty 2590.892744 = -5262150.882721
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2620.150000 sec): 3 clusters
  Score: Raw -5243795.893770 + Penalty 5181.785487 = -5238614.108283
  nChanged 15609
		SP:Iteration 1F (2620.280000 sec): 3 clusters
  Score: Raw -5252488.403461 + Penalty 5181.785487 = -5247306.617974
  nChanged 1681
		SP:Iteration 2Q (2620.410000 sec): 3 clusters
  Score: Raw -5253084.720862 + Penalty 5181.785487 = -5247902.935375
  nChanged 1663
		SP:Iteration 3Q (2620.550000 sec): 3 clusters
  Score: Raw -5253777.570569 + Penalty 5181.785487 = -5248595.785082
  nChanged 1826
		SP:Iteration 4F (2620.680000 sec): 3 clusters
  Score: Raw -5254653.869205 + Penalty 5181.785487 = -5249472.083718
  nChanged 2026
		SP:Iteration 5F (2620.810000 sec): 3 clusters
  Score: Raw -5255862.215414 + Penalty 5181.785487 = -5250680.429927
  nChanged 2307
		SP:Iteration 6F (2620.940000 sec): 3 clusters
  Score: Raw -5257517.515160 + Penalty 5181.785487 = -5252335.729673
  nChanged 2269
		SP:Iteration 7F (2621.070000 sec): 3 clusters
  Score: Raw -5259295.387425 + Penalty 5181.785487 = -5254113.601938
  nChanged 2005
		SP:Iteration 8F (2621.200000 sec): 3 clusters
  Score: Raw -5260970.090637 + Penalty 5181.785487 = -5255788.305150
  nChanged 1502
		SP:Iteration 9Q (2621.330000 sec): 3 clusters
  Score: Raw -5262328.632130 + Penalty 5181.785487 = -5257146.846643
  nChanged 1006
		SP:Iteration 10Q (2621.460000 sec): 3 clusters
  Score: Raw -5263168.668025 + Penalty 5181.785487 = -5257986.882538
  nChanged 691
		SP:Iteration 11Q (2621.580000 sec): 3 clusters
  Score: Raw -5263607.599317 + Penalty 5181.785487 = -5258425.813830
  nChanged 494
		SP:Iteration 12Q (2621.690000 sec): 3 clusters
  Score: Raw -5263859.693473 + Penalty 5181.785487 = -5258677.907986
  nChanged 342
		SP:Iteration 13Q (2621.800000 sec): 3 clusters
  Score: Raw -5263996.765493 + Penalty 5181.785487 = -5258814.980006
  nChanged 252
		SP:Iteration 14Q (2621.900000 sec): 3 clusters
  Score: Raw -5264101.809681 + Penalty 5181.785487 = -5258920.024194
  nChanged 205
		SP:Iteration 15Q (2622.010000 sec): 3 clusters
  Score: Raw -5264179.119966 + Penalty 5181.785487 = -5258997.334479
  nChanged 183
		SP:Iteration 16Q (2622.120000 sec): 3 clusters
  Score: Raw -5264245.489773 + Penalty 5181.785487 = -5259063.704286
  nChanged 151
		SP:Iteration 17Q (2622.220000 sec): 3 clusters
  Score: Raw -5264294.610741 + Penalty 5181.785487 = -5259112.825254
  nChanged 146
		SP:Iteration 18Q (2622.320000 sec): 3 clusters
  Score: Raw -5264339.320868 + Penalty 5181.785487 = -5259157.535381
  nChanged 137
		SP:Iteration 19Q (2622.430000 sec): 3 clusters
  Score: Raw -5264385.969741 + Penalty 5181.785487 = -5259204.184254
  nChanged 114
		SP:Iteration 20F (2622.560000 sec): 3 clusters
  Score: Raw -5264424.672095 + Penalty 5181.785487 = -5259242.886608
  nChanged 93
		SP:Iteration 21Q (2622.660000 sec): 3 clusters
  Score: Raw -5264453.395507 + Penalty 5181.785487 = -5259271.610020
  nChanged 98
		SP:Iteration 22Q (2622.760000 sec): 3 clusters
  Score: Raw -5264493.257956 + Penalty 5181.785487 = -5259311.472469
  nChanged 108
		SP:Iteration 23Q (2622.860000 sec): 3 clusters
  Score: Raw -5264531.659287 + Penalty 5181.785487 = -5259349.873800
  nChanged 96
		SP:Iteration 24Q (2622.960000 sec): 3 clusters
  Score: Raw -5264563.325553 + Penalty 5181.785487 = -5259381.540066
  nChanged 77
		SP:Iteration 25Q (2623.060000 sec): 3 clusters
  Score: Raw -5264586.899123 + Penalty 5181.785487 = -5259405.113636
  nChanged 73
		SP:Iteration 26Q (2623.160000 sec): 3 clusters
  Score: Raw -5264612.760105 + Penalty 5181.785487 = -5259430.974618
  nChanged 88
		SP:Iteration 27Q (2623.260000 sec): 3 clusters
  Score: Raw -5264639.011371 + Penalty 5181.785487 = -5259457.225884
  nChanged 76
		SP:Iteration 28Q (2623.370000 sec): 3 clusters
  Score: Raw -5264664.217847 + Penalty 5181.785487 = -5259482.432360
  nChanged 79
		SP:Iteration 29Q (2623.460000 sec): 3 clusters
  Score: Raw -5264688.464895 + Penalty 5181.785487 = -5259506.679408
  nChanged 73
		SP:Iteration 30Q (2623.570000 sec): 3 clusters
  Score: Raw -5264713.625136 + Penalty 5181.785487 = -5259531.839649
  nChanged 62
		SP:Iteration 31Q (2623.660000 sec): 3 clusters
  Score: Raw -5264734.159867 + Penalty 5181.785487 = -5259552.374380
  nChanged 56
		SP:Iteration 32Q (2623.770000 sec): 3 clusters
  Score: Raw -5264754.884778 + Penalty 5181.785487 = -5259573.099291
  nChanged 53
		SP:Iteration 33Q (2623.870000 sec): 3 clusters
  Score: Raw -5264773.343226 + Penalty 5181.785487 = -5259591.557739
  nChanged 42
		SP:Iteration 34Q (2623.960000 sec): 3 clusters
  Score: Raw -5264788.559346 + Penalty 5181.785487 = -5259606.773859
  nChanged 56
		SP:Iteration 35Q (2624.060000 sec): 3 clusters
  Score: Raw -5264810.974799 + Penalty 5181.785487 = -5259629.189312
  nChanged 44
		SP:Iteration 36Q (2624.160000 sec): 3 clusters
  Score: Raw -5264828.710820 + Penalty 5181.785487 = -5259646.925333
  nChanged 39
		SP:Iteration 37Q (2624.260000 sec): 3 clusters
  Score: Raw -5264842.155046 + Penalty 5181.785487 = -5259660.369559
  nChanged 34
		SP:Iteration 38Q (2624.350000 sec): 3 clusters
  Score: Raw -5264853.759834 + Penalty 5181.785487 = -5259671.974347
  nChanged 40
		SP:Iteration 39Q (2624.450000 sec): 3 clusters
  Score: Raw -5264871.301547 + Penalty 5181.785487 = -5259689.516060
  nChanged 50
		SP:Iteration 40F (2624.580000 sec): 3 clusters
  Score: Raw -5264891.654218 + Penalty 5181.785487 = -5259709.868731
  nChanged 36
		SP:Iteration 41Q (2624.680000 sec): 3 clusters
  Score: Raw -5264908.283441 + Penalty 5181.785487 = -5259726.497954
  nChanged 42
		SP:Iteration 42Q (2624.780000 sec): 3 clusters
  Score: Raw -5264927.508747 + Penalty 5181.785487 = -5259745.723260
  nChanged 37
		SP:Iteration 43Q (2624.870000 sec): 3 clusters
  Score: Raw -5264946.316582 + Penalty 5181.785487 = -5259764.531095
  nChanged 38
		SP:Iteration 44Q (2624.960000 sec): 3 clusters
  Score: Raw -5264963.886178 + Penalty 5181.785487 = -5259782.100691
  nChanged 32
		SP:Iteration 45Q (2625.060000 sec): 3 clusters
  Score: Raw -5264977.227059 + Penalty 5181.785487 = -5259795.441572
  nChanged 22
		SP:Iteration 46Q (2625.160000 sec): 3 clusters
  Score: Raw -5264984.170654 + Penalty 5181.785487 = -5259802.385167
  nChanged 24
		SP:Iteration 47Q (2625.250000 sec): 3 clusters
  Score: Raw -5264993.384371 + Penalty 5181.785487 = -5259811.598884
  nChanged 24
		SP:Iteration 48Q (2625.340000 sec): 3 clusters
  Score: Raw -5265005.104433 + Penalty 5181.785487 = -5259823.318946
  nChanged 20
		SP:Iteration 49Q (2625.440000 sec): 3 clusters
  Score: Raw -5265015.562686 + Penalty 5181.785487 = -5259833.777199
  nChanged 19
		SP:Iteration 50Q (2625.540000 sec): 3 clusters
  Score: Raw -5265024.293688 + Penalty 5181.785487 = -5259842.508201
  nChanged 19
		SP:Iteration 51Q (2625.630000 sec): 3 clusters
  Score: Raw -5265032.670965 + Penalty 5181.785487 = -5259850.885478
  nChanged 13
		SP:Iteration 52Q (2625.720000 sec): 3 clusters
  Score: Raw -5265037.632365 + Penalty 5181.785487 = -5259855.846878
  nChanged 14
		SP:Iteration 53Q (2625.820000 sec): 3 clusters
  Score: Raw -5265043.034949 + Penalty 5181.785487 = -5259861.249462
  nChanged 7
		SP:Iteration 54Q (2625.910000 sec): 3 clusters
  Score: Raw -5265045.736064 + Penalty 5181.785487 = -5259863.950577
  nChanged 11
		SP:Iteration 55Q (2626.000000 sec): 3 clusters
  Score: Raw -5265051.083285 + Penalty 5181.785487 = -5259869.297798
  nChanged 10
		SP:Iteration 56Q (2626.100000 sec): 3 clusters
  Score: Raw -5265057.715990 + Penalty 5181.785487 = -5259875.930503
  nChanged 13
		SP:Iteration 57Q (2626.190000 sec): 3 clusters
  Score: Raw -5265064.927594 + Penalty 5181.785487 = -5259883.142107
  nChanged 10
		SP:Iteration 58Q (2626.280000 sec): 3 clusters
  Score: Raw -5265068.025202 + Penalty 5181.785487 = -5259886.239715
  nChanged 11
		SP:Iteration 59Q (2626.380000 sec): 3 clusters
  Score: Raw -5265072.337388 + Penalty 5181.785487 = -5259890.551901
  nChanged 3
		SP:Iteration 60F (2626.510000 sec): 3 clusters
  Score: Raw -5265073.604466 + Penalty 5181.785487 = -5259891.818979
  nChanged 4
		SP:Iteration 61Q (2626.600000 sec): 3 clusters
  Score: Raw -5265075.145330 + Penalty 5181.785487 = -5259893.359843
  nChanged 3
		SP:Iteration 62Q (2626.700000 sec): 3 clusters
  Score: Raw -5265076.011838 + Penalty 5181.785487 = -5259894.226351
  nChanged 2
		SP:Iteration 63Q (2626.790000 sec): 3 clusters
  Score: Raw -5265076.789083 + Penalty 5181.785487 = -5259895.003596
  nChanged 3
		SP:Iteration 64Q (2626.880000 sec): 3 clusters
  Score: Raw -5265078.086761 + Penalty 5181.785487 = -5259896.301274
  nChanged 2
		SP:Iteration 65Q (2626.980000 sec): 3 clusters
  Score: Raw -5265078.765222 + Penalty 5181.785487 = -5259896.979735
  nChanged 2
		SP:Iteration 66Q (2627.070000 sec): 3 clusters
  Score: Raw -5265079.515407 + Penalty 5181.785487 = -5259897.729920
  nChanged 0
		SP:Iteration 67F (2627.200000 sec): 3 clusters
  Score: Raw -5265079.515407 + Penalty 5181.785487 = -5259897.729920
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 31 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2627.220000 sec): 2 clusters
  Score: Raw -27088.895071 + Penalty 1372.280593 = -25716.614478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2627.220000 sec): 3 clusters
  Score: Raw -27317.332098 + Penalty 2744.561186 = -24572.770912
  nChanged 33
		SP:Iteration 1F (2627.220000 sec): 3 clusters
  Score: Raw -27450.090675 + Penalty 2744.561186 = -24705.529488
  nChanged 22
		SP:Iteration 2F (2627.220000 sec): 3 clusters
  Score: Raw -27641.077679 + Penalty 2744.561186 = -24896.516492
  nChanged 9
		SP:Iteration 3Q (2627.220000 sec): 3 clusters
  Score: Raw -27686.033305 + Penalty 2744.561186 = -24941.472118
  nChanged 8
		SP:Iteration 4Q (2627.220000 sec): 3 clusters
  Score: Raw -27748.198124 + Penalty 2744.561186 = -25003.636938
  nChanged 2
		SP:Iteration 5Q (2627.220000 sec): 3 clusters
  Score: Raw -27764.602045 + Penalty 2744.561186 = -25020.040859
  nChanged 0
		SP:Iteration 6F (2627.220000 sec): 3 clusters
  Score: Raw -27764.602045 + Penalty 2744.561186 = -25020.040859
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 32 (721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2627.220000 sec): 2 clusters
  Score: Raw -92353.119768 + Penalty 1631.998506 = -90721.121262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2627.230000 sec): 3 clusters
  Score: Raw -92285.587274 + Penalty 3263.997012 = -89021.590262
  nChanged 165
		SP:Iteration 1F (2627.230000 sec): 3 clusters
  Score: Raw -92574.875198 + Penalty 3263.997012 = -89310.878185
  nChanged 56
		SP:Iteration 2F (2627.230000 sec): 3 clusters
  Score: Raw -92688.165006 + Penalty 3263.997012 = -89424.167994
  nChanged 37
		SP:Iteration 3F (2627.240000 sec): 3 clusters
  Score: Raw -92812.791614 + Penalty 3263.997012 = -89548.794602
  nChanged 29
		SP:Iteration 4Q (2627.240000 sec): 3 clusters
  Score: Raw -92928.986826 + Penalty 3263.997012 = -89664.989814
  nChanged 20
		SP:Iteration 5Q (2627.240000 sec): 3 clusters
  Score: Raw -92988.607720 + Penalty 3263.997012 = -89724.610708
  nChanged 24
		SP:Iteration 6Q (2627.240000 sec): 3 clusters
  Score: Raw -93089.457559 + Penalty 3263.997012 = -89825.460547
  nChanged 16
		SP:Iteration 7Q (2627.240000 sec): 3 clusters
  Score: Raw -93173.197087 + Penalty 3263.997012 = -89909.200075
  nChanged 16
		SP:Iteration 8Q (2627.250000 sec): 3 clusters
  Score: Raw -93227.555237 + Penalty 3263.997012 = -89963.558225
  nChanged 10
		SP:Iteration 9Q (2627.250000 sec): 3 clusters
  Score: Raw -93249.308157 + Penalty 3263.997012 = -89985.311145
  nChanged 9
		SP:Iteration 10Q (2627.250000 sec): 3 clusters
  Score: Raw -93273.859046 + Penalty 3263.997012 = -90009.862034
  nChanged 4
		SP:Iteration 11Q (2627.260000 sec): 3 clusters
  Score: Raw -93285.914432 + Penalty 3263.997012 = -90021.917420
  nChanged 3
		SP:Iteration 12Q (2627.260000 sec): 3 clusters
  Score: Raw -93289.571321 + Penalty 3263.997012 = -90025.574309
  nChanged 4
		SP:Iteration 13Q (2627.260000 sec): 3 clusters
  Score: Raw -93298.656310 + Penalty 3263.997012 = -90034.659297
  nChanged 5
		SP:Iteration 14Q (2627.260000 sec): 3 clusters
  Score: Raw -93307.384198 + Penalty 3263.997012 = -90043.387186
  nChanged 3
		SP:Iteration 15Q (2627.260000 sec): 3 clusters
  Score: Raw -93321.589441 + Penalty 3263.997012 = -90057.592429
  nChanged 3
		SP:Iteration 16Q (2627.260000 sec): 3 clusters
  Score: Raw -93324.209959 + Penalty 3263.997012 = -90060.212947
  nChanged 2
		SP:Iteration 17Q (2627.270000 sec): 3 clusters
  Score: Raw -93327.956730 + Penalty 3263.997012 = -90063.959718
  nChanged 2
		SP:Iteration 18Q (2627.270000 sec): 3 clusters
  Score: Raw -93335.231235 + Penalty 3263.997012 = -90071.234223
  nChanged 3
		SP:Iteration 19Q (2627.270000 sec): 3 clusters
  Score: Raw -93342.538932 + Penalty 3263.997012 = -90078.541920
  nChanged 2
		SP:Iteration 20F (2627.280000 sec): 3 clusters
  Score: Raw -93347.390187 + Penalty 3263.997012 = -90083.393175
  nChanged 2
		SP:Iteration 21Q (2627.280000 sec): 3 clusters
  Score: Raw -93351.631330 + Penalty 3263.997012 = -90087.634318
  nChanged 3
		SP:Iteration 22Q (2627.280000 sec): 3 clusters
  Score: Raw -93357.660847 + Penalty 3263.997012 = -90093.663835
  nChanged 2
		SP:Iteration 23Q (2627.280000 sec): 3 clusters
  Score: Raw -93359.701390 + Penalty 3263.997012 = -90095.704378
  nChanged 0
		SP:Iteration 24F (2627.280000 sec): 3 clusters
  Score: Raw -93359.701390 + Penalty 3263.997012 = -90095.704378
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 33 (193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2627.290000 sec): 2 clusters
  Score: Raw -25068.601729 + Penalty 1305.147167 = -23763.454562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2627.290000 sec): 3 clusters
  Score: Raw -25475.950536 + Penalty 2610.294334 = -22865.656202
  nChanged 22
		SP:Iteration 1F (2627.290000 sec): 3 clusters
  Score: Raw -25588.137643 + Penalty 2610.294334 = -22977.843309
  nChanged 2
		SP:Iteration 2Q (2627.290000 sec): 3 clusters
  Score: Raw -25652.909530 + Penalty 2610.294334 = -23042.615197
  nChanged 2
		SP:Iteration 3Q (2627.290000 sec): 3 clusters
  Score: Raw -25660.072210 + Penalty 2610.294334 = -23049.777877
  nChanged 0
		SP:Iteration 4F (2627.290000 sec): 3 clusters
  Score: Raw -25660.072210 + Penalty 2610.294334 = -23049.777877
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 34 (927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2627.300000 sec): 2 clusters
  Score: Raw -122976.049857 + Penalty 1694.324484 = -121281.725372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2627.300000 sec): 3 clusters
  Score: Raw -122773.358354 + Penalty 3388.648969 = -119384.709386
  nChanged 241
		SP:Iteration 1F (2627.300000 sec): 3 clusters
  Score: Raw -123053.379577 + Penalty 3388.648969 = -119664.730609
  nChanged 44
		SP:Iteration 2Q (2627.310000 sec): 3 clusters
  Score: Raw -123119.802639 + Penalty 3388.648969 = -119731.153670
  nChanged 30
		SP:Iteration 3Q (2627.310000 sec): 3 clusters
  Score: Raw -123160.186479 + Penalty 3388.648969 = -119771.537510
  nChanged 22
		SP:Iteration 4Q (2627.310000 sec): 3 clusters
  Score: Raw -123187.730836 + Penalty 3388.648969 = -119799.081868
  nChanged 10
		SP:Iteration 5Q (2627.320000 sec): 3 clusters
  Score: Raw -123198.626147 + Penalty 3388.648969 = -119809.977179
  nChanged 7
		SP:Iteration 6Q (2627.320000 sec): 3 clusters
  Score: Raw -123205.918087 + Penalty 3388.648969 = -119817.269118
  nChanged 7
		SP:Iteration 7Q (2627.320000 sec): 3 clusters
  Score: Raw -123214.808321 + Penalty 3388.648969 = -119826.159353
  nChanged 5
		SP:Iteration 8Q (2627.330000 sec): 3 clusters
  Score: Raw -123220.046483 + Penalty 3388.648969 = -119831.397514
  nChanged 4
		SP:Iteration 9Q (2627.330000 sec): 3 clusters
  Score: Raw -123225.971073 + Penalty 3388.648969 = -119837.322104
  nChanged 6
		SP:Iteration 10Q (2627.330000 sec): 3 clusters
  Score: Raw -123233.937717 + Penalty 3388.648969 = -119845.288749
  nChanged 6
		SP:Iteration 11Q (2627.340000 sec): 3 clusters
  Score: Raw -123243.941268 + Penalty 3388.648969 = -119855.292300
  nChanged 9
		SP:Iteration 12Q (2627.340000 sec): 3 clusters
  Score: Raw -123264.213262 + Penalty 3388.648969 = -119875.564293
  nChanged 9
		SP:Iteration 13Q (2627.340000 sec): 3 clusters
  Score: Raw -123285.067787 + Penalty 3388.648969 = -119896.418819
  nChanged 8
		SP:Iteration 14Q (2627.350000 sec): 3 clusters
  Score: Raw -123300.287462 + Penalty 3388.648969 = -119911.638493
  nChanged 10
		SP:Iteration 15Q (2627.350000 sec): 3 clusters
  Score: Raw -123317.401246 + Penalty 3388.648969 = -119928.752277
  nChanged 10
		SP:Iteration 16Q (2627.350000 sec): 3 clusters
  Score: Raw -123333.747970 + Penalty 3388.648969 = -119945.099002
  nChanged 9
		SP:Iteration 17Q (2627.360000 sec): 3 clusters
  Score: Raw -123348.519503 + Penalty 3388.648969 = -119959.870534
  nChanged 3
		SP:Iteration 18Q (2627.360000 sec): 3 clusters
  Score: Raw -123351.973882 + Penalty 3388.648969 = -119963.324914
  nChanged 2
		SP:Iteration 19Q (2627.360000 sec): 3 clusters
  Score: Raw -123355.606456 + Penalty 3388.648969 = -119966.957488
  nChanged 4
		SP:Iteration 20F (2627.360000 sec): 3 clusters
  Score: Raw -123363.732834 + Penalty 3388.648969 = -119975.083865
  nChanged 7
		SP:Iteration 21Q (2627.370000 sec): 3 clusters
  Score: Raw -123376.106902 + Penalty 3388.648969 = -119987.457933
  nChanged 7
		SP:Iteration 22Q (2627.370000 sec): 3 clusters
  Score: Raw -123385.826521 + Penalty 3388.648969 = -119997.177553
  nChanged 4
		SP:Iteration 23Q (2627.380000 sec): 3 clusters
  Score: Raw -123391.631077 + Penalty 3388.648969 = -120002.982108
  nChanged 10
		SP:Iteration 24Q (2627.380000 sec): 3 clusters
  Score: Raw -123404.846536 + Penalty 3388.648969 = -120016.197567
  nChanged 4
		SP:Iteration 25Q (2627.380000 sec): 3 clusters
  Score: Raw -123411.000074 + Penalty 3388.648969 = -120022.351105
  nChanged 3
		SP:Iteration 26Q (2627.380000 sec): 3 clusters
  Score: Raw -123414.067471 + Penalty 3388.648969 = -120025.418502
  nChanged 2
		SP:Iteration 27Q (2627.390000 sec): 3 clusters
  Score: Raw -123416.829252 + Penalty 3388.648969 = -120028.180284
  nChanged 2
		SP:Iteration 28Q (2627.390000 sec): 3 clusters
  Score: Raw -123419.057527 + Penalty 3388.648969 = -120030.408559
  nChanged 1
		SP:Iteration 29Q (2627.400000 sec): 3 clusters
  Score: Raw -123419.692140 + Penalty 3388.648969 = -120031.043171
  nChanged 1
		SP:Iteration 30Q (2627.400000 sec): 3 clusters
  Score: Raw -123422.050694 + Penalty 3388.648969 = -120033.401725
  nChanged 1
		SP:Iteration 31Q (2627.400000 sec): 3 clusters
  Score: Raw -123424.930778 + Penalty 3388.648969 = -120036.281809
  nChanged 2
		SP:Iteration 32Q (2627.400000 sec): 3 clusters
  Score: Raw -123428.050845 + Penalty 3388.648969 = -120039.401876
  nChanged 3
		SP:Iteration 33Q (2627.410000 sec): 3 clusters
  Score: Raw -123435.439033 + Penalty 3388.648969 = -120046.790064
  nChanged 6
		SP:Iteration 34Q (2627.410000 sec): 3 clusters
  Score: Raw -123448.817712 + Penalty 3388.648969 = -120060.168744
  nChanged 9
		SP:Iteration 35Q (2627.410000 sec): 3 clusters
  Score: Raw -123467.396514 + Penalty 3388.648969 = -120078.747545
  nChanged 5
		SP:Iteration 36Q (2627.420000 sec): 3 clusters
  Score: Raw -123475.367919 + Penalty 3388.648969 = -120086.718951
  nChanged 0
		SP:Iteration 37F (2627.420000 sec): 3 clusters
  Score: Raw -123475.367919 + Penalty 3388.648969 = -120086.718951
  nChanged 0
Iteration 179Q (2635.600000 sec): 35 clusters
  Score: Raw -117615553.919569 + Penalty 114739.327988 = -117500814.591580
  nChanged 272
Iteration 180F (2671.730000 sec): 35 clusters
  Score: Raw -117615645.547818 + Penalty 114739.327988 = -117500906.219830
  nChanged 224
Iteration 181Q (2679.910000 sec): 35 clusters
  Score: Raw -117615722.600652 + Penalty 114739.327988 = -117500983.272664
  nChanged 205
Iteration 182Q (2688.100000 sec): 35 clusters
  Score: Raw -117615748.115502 + Penalty 114739.327988 = -117501008.787514
  nChanged 186
Iteration 183Q (2696.290000 sec): 35 clusters
  Score: Raw -117615764.956515 + Penalty 114739.327988 = -117501025.628527
  nChanged 173
Iteration 184Q (2704.440000 sec): 35 clusters
  Score: Raw -117615775.472350 + Penalty 114739.327988 = -117501036.144362
  nChanged 158
Iteration 185Q (2712.550000 sec): 35 clusters
  Score: Raw -117615786.373614 + Penalty 114739.327988 = -117501047.045626
  nChanged 134
Iteration 186Q (2720.690000 sec): 35 clusters
  Score: Raw -117615794.451779 + Penalty 114739.327988 = -117501055.123791
  nChanged 140
Iteration 187Q (2728.830000 sec): 35 clusters
  Score: Raw -117615803.265148 + Penalty 114739.327988 = -117501063.937160
  nChanged 145
Iteration 188Q (2736.960000 sec): 35 clusters
  Score: Raw -117615810.688762 + Penalty 114739.327988 = -117501071.360774
  nChanged 120
Iteration 189Q (2745.190000 sec): 35 clusters
  Score: Raw -117615816.073856 + Penalty 114739.327988 = -117501076.745867
  nChanged 107
Iteration 190Q (2753.390000 sec): 35 clusters
  Score: Raw -117615820.470589 + Penalty 114739.327988 = -117501081.142601
  nChanged 84
Iteration 191Q (2761.550000 sec): 35 clusters
  Score: Raw -117615824.001297 + Penalty 114739.327988 = -117501084.673309
  nChanged 77
Iteration 192Q (2769.710000 sec): 35 clusters
  Score: Raw -117615827.683336 + Penalty 114739.327988 = -117501088.355348
  nChanged 98
Iteration 193Q (2777.920000 sec): 35 clusters
  Score: Raw -117615831.601663 + Penalty 114739.327988 = -117501092.273674
  nChanged 90
Iteration 194Q (2786.100000 sec): 35 clusters
  Score: Raw -117615836.985377 + Penalty 114739.327988 = -117501097.657389
  nChanged 86
Iteration 195Q (2794.290000 sec): 35 clusters
  Score: Raw -117615840.794582 + Penalty 114739.327988 = -117501101.466594
  nChanged 91
Iteration 196Q (2802.460000 sec): 35 clusters
  Score: Raw -117615843.654743 + Penalty 114739.327988 = -117501104.326754
  nChanged 82
Iteration 197Q (2810.600000 sec): 35 clusters
  Score: Raw -117615846.322174 + Penalty 114739.327988 = -117501106.994186
  nChanged 72
Iteration 198Q (2818.740000 sec): 35 clusters
  Score: Raw -117615848.291191 + Penalty 114739.327988 = -117501108.963202
  nChanged 59
Iteration 199Q (2826.880000 sec): 35 clusters
  Score: Raw -117615850.692516 + Penalty 114739.327988 = -117501111.364528
  nChanged 52
Iteration 200F (2863.030000 sec): 35 clusters
  Score: Raw -117615853.147531 + Penalty 114739.327988 = -117501113.819543
  nChanged 57
Iteration 201Q (2871.250000 sec): 35 clusters
  Score: Raw -117615855.549404 + Penalty 114739.327988 = -117501116.221416
  nChanged 49
Iteration 202Q (2879.400000 sec): 35 clusters
  Score: Raw -117615857.225171 + Penalty 114739.327988 = -117501117.897183
  nChanged 36
Iteration 203Q (2887.530000 sec): 35 clusters
  Score: Raw -117615858.795139 + Penalty 114739.327988 = -117501119.467151
  nChanged 31
Iteration 204Q (2895.670000 sec): 35 clusters
  Score: Raw -117615860.286702 + Penalty 114739.327988 = -117501120.958714
  nChanged 41
Iteration 205Q (2903.820000 sec): 35 clusters
  Score: Raw -117615861.778098 + Penalty 114739.327988 = -117501122.450110
  nChanged 30
Iteration 206Q (2912.070000 sec): 35 clusters
  Score: Raw -117615862.682446 + Penalty 114739.327988 = -117501123.354458
  nChanged 32
Iteration 207Q (2920.270000 sec): 35 clusters
  Score: Raw -117615863.348063 + Penalty 114739.327988 = -117501124.020074
  nChanged 24
Iteration 208Q (2928.410000 sec): 35 clusters
  Score: Raw -117615863.843794 + Penalty 114739.327988 = -117501124.515806
  nChanged 24
Iteration 209Q (2936.570000 sec): 35 clusters
  Score: Raw -117615864.137778 + Penalty 114739.327988 = -117501124.809789
  nChanged 23
Iteration 210Q (2944.710000 sec): 35 clusters
  Score: Raw -117615864.340904 + Penalty 114739.327988 = -117501125.012915
  nChanged 24
Iteration 211Q (2952.870000 sec): 35 clusters
  Score: Raw -117615864.585704 + Penalty 114739.327988 = -117501125.257716
  nChanged 16
Iteration 212Q (2961.060000 sec): 35 clusters
  Score: Raw -117615864.715477 + Penalty 114739.327988 = -117501125.387489
  nChanged 6
Iteration 213Q (2969.210000 sec): 35 clusters
  Score: Raw -117615864.760206 + Penalty 114739.327988 = -117501125.432218
  nChanged 8
Iteration 214Q (2977.320000 sec): 35 clusters
  Score: Raw -117615864.857426 + Penalty 114739.327988 = -117501125.529438
  nChanged 11
Iteration 215Q (2985.480000 sec): 35 clusters
  Score: Raw -117615865.023168 + Penalty 114739.327988 = -117501125.695180
  nChanged 10
Iteration 216Q (2993.600000 sec): 35 clusters
  Score: Raw -117615865.246423 + Penalty 114739.327988 = -117501125.918435
  nChanged 7
Iteration 217Q (3001.950000 sec): 35 clusters
  Score: Raw -117615865.470095 + Penalty 114739.327988 = -117501126.142107
  nChanged 9
Iteration 218Q (3010.550000 sec): 35 clusters
  Score: Raw -117615865.816945 + Penalty 114739.327988 = -117501126.488957
  nChanged 7
Writing temp clu file 
Because OldScore, -117501126.142107, is greater than current (better) Score,-117501126.488957 
 Compute initial score before splitting:   Score: Raw -117615865.816945 + Penalty 114739.327988 = -117501126.488957
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3010.700000 sec): 2 clusters
  Score: Raw -122761.033076 + Penalty 1666.315262 = -121094.717813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3010.700000 sec): 3 clusters
  Score: Raw -122599.237833 + Penalty 3332.630525 = -119266.607309
  nChanged 186
		SP:Iteration 1F (3010.700000 sec): 3 clusters
  Score: Raw -122809.135008 + Penalty 3332.630525 = -119476.504483
  nChanged 42
		SP:Iteration 2F (3010.710000 sec): 3 clusters
  Score: Raw -122874.541583 + Penalty 3332.630525 = -119541.911058
  nChanged 18
		SP:Iteration 3Q (3010.710000 sec): 3 clusters
  Score: Raw -122910.629772 + Penalty 3332.630525 = -119577.999247
  nChanged 16
		SP:Iteration 4Q (3010.710000 sec): 3 clusters
  Score: Raw -122930.234702 + Penalty 3332.630525 = -119597.604177
  nChanged 4
		SP:Iteration 5Q (3010.720000 sec): 3 clusters
  Score: Raw -122934.051399 + Penalty 3332.630525 = -119601.420875
  nChanged 4
		SP:Iteration 6Q (3010.720000 sec): 3 clusters
  Score: Raw -122936.793869 + Penalty 3332.630525 = -119604.163344
  nChanged 4
		SP:Iteration 7Q (3010.720000 sec): 3 clusters
  Score: Raw -122945.254341 + Penalty 3332.630525 = -119612.623816
  nChanged 7
		SP:Iteration 8Q (3010.730000 sec): 3 clusters
  Score: Raw -122951.196779 + Penalty 3332.630525 = -119618.566254
  nChanged 4
		SP:Iteration 9Q (3010.730000 sec): 3 clusters
  Score: Raw -122954.513815 + Penalty 3332.630525 = -119621.883290
  nChanged 0
		SP:Iteration 10F (3010.730000 sec): 3 clusters
  Score: Raw -122954.513815 + Penalty 3332.630525 = -119621.883290
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3010.740000 sec): 2 clusters
  Score: Raw -179904.369306 + Penalty 1762.234960 = -178142.134345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3010.740000 sec): 3 clusters
  Score: Raw -179550.976430 + Penalty 3524.469920 = -176026.506510
  nChanged 318
		SP:Iteration 1F (3010.750000 sec): 3 clusters
  Score: Raw -179840.285299 + Penalty 3524.469920 = -176315.815378
  nChanged 77
		SP:Iteration 2F (3010.750000 sec): 3 clusters
  Score: Raw -179940.870083 + Penalty 3524.469920 = -176416.400163
  nChanged 52
		SP:Iteration 3Q (3010.760000 sec): 3 clusters
  Score: Raw -180052.597899 + Penalty 3524.469920 = -176528.127979
  nChanged 49
		SP:Iteration 4Q (3010.760000 sec): 3 clusters
  Score: Raw -180139.148989 + Penalty 3524.469920 = -176614.679069
  nChanged 40
		SP:Iteration 5Q (3010.770000 sec): 3 clusters
  Score: Raw -180203.345668 + Penalty 3524.469920 = -176678.875748
  nChanged 40
		SP:Iteration 6Q (3010.770000 sec): 3 clusters
  Score: Raw -180264.988909 + Penalty 3524.469920 = -176740.518989
  nChanged 34
		SP:Iteration 7Q (3010.780000 sec): 3 clusters
  Score: Raw -180306.593399 + Penalty 3524.469920 = -176782.123478
  nChanged 27
		SP:Iteration 8Q (3010.780000 sec): 3 clusters
  Score: Raw -180360.116383 + Penalty 3524.469920 = -176835.646463
  nChanged 22
		SP:Iteration 9Q (3010.790000 sec): 3 clusters
  Score: Raw -180388.766076 + Penalty 3524.469920 = -176864.296155
  nChanged 20
		SP:Iteration 10Q (3010.790000 sec): 3 clusters
  Score: Raw -180421.995615 + Penalty 3524.469920 = -176897.525695
  nChanged 21
		SP:Iteration 11Q (3010.790000 sec): 3 clusters
  Score: Raw -180449.547826 + Penalty 3524.469920 = -176925.077905
  nChanged 19
		SP:Iteration 12Q (3010.800000 sec): 3 clusters
  Score: Raw -180480.141792 + Penalty 3524.469920 = -176955.671872
  nChanged 12
		SP:Iteration 13Q (3010.810000 sec): 3 clusters
  Score: Raw -180495.959215 + Penalty 3524.469920 = -176971.489294
  nChanged 12
		SP:Iteration 14Q (3010.810000 sec): 3 clusters
  Score: Raw -180508.712788 + Penalty 3524.469920 = -176984.242868
  nChanged 16
		SP:Iteration 15Q (3010.810000 sec): 3 clusters
  Score: Raw -180527.084019 + Penalty 3524.469920 = -177002.614099
  nChanged 9
		SP:Iteration 16Q (3010.820000 sec): 3 clusters
  Score: Raw -180537.504647 + Penalty 3524.469920 = -177013.034727
  nChanged 8
		SP:Iteration 17Q (3010.820000 sec): 3 clusters
  Score: Raw -180546.861153 + Penalty 3524.469920 = -177022.391233
  nChanged 5
		SP:Iteration 18Q (3010.830000 sec): 3 clusters
  Score: Raw -180551.449959 + Penalty 3524.469920 = -177026.980039
  nChanged 5
		SP:Iteration 19Q (3010.830000 sec): 3 clusters
  Score: Raw -180558.029417 + Penalty 3524.469920 = -177033.559497
  nChanged 1
		SP:Iteration 20F (3010.840000 sec): 3 clusters
  Score: Raw -180558.829379 + Penalty 3524.469920 = -177034.359459
  nChanged 1
		SP:Iteration 21Q (3010.840000 sec): 3 clusters
  Score: Raw -180559.537263 + Penalty 3524.469920 = -177035.067343
  nChanged 3
		SP:Iteration 22Q (3010.850000 sec): 3 clusters
  Score: Raw -180572.697001 + Penalty 3524.469920 = -177048.227081
  nChanged 3
		SP:Iteration 23Q (3010.850000 sec): 3 clusters
  Score: Raw -180576.252687 + Penalty 3524.469920 = -177051.782767
  nChanged 1
		SP:Iteration 24Q (3010.850000 sec): 3 clusters
  Score: Raw -180578.554696 + Penalty 3524.469920 = -177054.084776
  nChanged 3
		SP:Iteration 25Q (3010.860000 sec): 3 clusters
  Score: Raw -180587.326782 + Penalty 3524.469920 = -177062.856861
  nChanged 4
		SP:Iteration 26Q (3010.860000 sec): 3 clusters
  Score: Raw -180595.191572 + Penalty 3524.469920 = -177070.721652
  nChanged 5
		SP:Iteration 27Q (3010.870000 sec): 3 clusters
  Score: Raw -180601.603918 + Penalty 3524.469920 = -177077.133998
  nChanged 4
		SP:Iteration 28Q (3010.870000 sec): 3 clusters
  Score: Raw -180607.852864 + Penalty 3524.469920 = -177083.382943
  nChanged 4
		SP:Iteration 29Q (3010.870000 sec): 3 clusters
  Score: Raw -180611.599987 + Penalty 3524.469920 = -177087.130067
  nChanged 5
		SP:Iteration 30Q (3010.880000 sec): 3 clusters
  Score: Raw -180615.634516 + Penalty 3524.469920 = -177091.164596
  nChanged 2
		SP:Iteration 31Q (3010.890000 sec): 3 clusters
  Score: Raw -180622.481099 + Penalty 3524.469920 = -177098.011179
  nChanged 2
		SP:Iteration 32Q (3010.890000 sec): 3 clusters
  Score: Raw -180624.496903 + Penalty 3524.469920 = -177100.026983
  nChanged 1
		SP:Iteration 33Q (3010.890000 sec): 3 clusters
  Score: Raw -180625.814827 + Penalty 3524.469920 = -177101.344907
  nChanged 2
		SP:Iteration 34Q (3010.900000 sec): 3 clusters
  Score: Raw -180630.637098 + Penalty 3524.469920 = -177106.167178
  nChanged 3
		SP:Iteration 35Q (3010.900000 sec): 3 clusters
  Score: Raw -180635.915886 + Penalty 3524.469920 = -177111.445965
  nChanged 3
		SP:Iteration 36Q (3010.910000 sec): 3 clusters
  Score: Raw -180639.541183 + Penalty 3524.469920 = -177115.071263
  nChanged 5
		SP:Iteration 37Q (3010.910000 sec): 3 clusters
  Score: Raw -180646.314628 + Penalty 3524.469920 = -177121.844708
  nChanged 5
		SP:Iteration 38Q (3010.910000 sec): 3 clusters
  Score: Raw -180654.169808 + Penalty 3524.469920 = -177129.699887
  nChanged 4
		SP:Iteration 39Q (3010.920000 sec): 3 clusters
  Score: Raw -180660.662659 + Penalty 3524.469920 = -177136.192739
  nChanged 5
		SP:Iteration 40F (3010.920000 sec): 3 clusters
  Score: Raw -180666.365199 + Penalty 3524.469920 = -177141.895279
  nChanged 4
		SP:Iteration 41Q (3010.930000 sec): 3 clusters
  Score: Raw -180669.495774 + Penalty 3524.469920 = -177145.025854
  nChanged 2
		SP:Iteration 42Q (3010.930000 sec): 3 clusters
  Score: Raw -180671.590573 + Penalty 3524.469920 = -177147.120653
  nChanged 1
		SP:Iteration 43Q (3010.940000 sec): 3 clusters
  Score: Raw -180672.035922 + Penalty 3524.469920 = -177147.566002
  nChanged 2
		SP:Iteration 44Q (3010.940000 sec): 3 clusters
  Score: Raw -180674.542113 + Penalty 3524.469920 = -177150.072193
  nChanged 2
		SP:Iteration 45Q (3010.950000 sec): 3 clusters
  Score: Raw -180676.391196 + Penalty 3524.469920 = -177151.921275
  nChanged 0
		SP:Iteration 46F (3010.950000 sec): 3 clusters
  Score: Raw -180676.391196 + Penalty 3524.469920 = -177151.921275
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3010.950000 sec): 2 clusters
  Score: Raw -22540.062065 + Penalty 1297.314937 = -21242.747128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3010.950000 sec): 3 clusters
  Score: Raw -22854.968678 + Penalty 2594.629874 = -20260.338804
  nChanged 26
		SP:Iteration 1F (3010.950000 sec): 3 clusters
  Score: Raw -23003.305228 + Penalty 2594.629874 = -20408.675354
  nChanged 10
		SP:Iteration 2F (3010.950000 sec): 3 clusters
  Score: Raw -23048.037317 + Penalty 2594.629874 = -20453.407443
  nChanged 5
		SP:Iteration 3Q (3010.950000 sec): 3 clusters
  Score: Raw -23077.464398 + Penalty 2594.629874 = -20482.834524
  nChanged 4
		SP:Iteration 4Q (3010.960000 sec): 3 clusters
  Score: Raw -23178.489560 + Penalty 2594.629874 = -20583.859686
  nChanged 3
		SP:Iteration 5Q (3010.960000 sec): 3 clusters
  Score: Raw -23191.996654 + Penalty 2594.629874 = -20597.366780
  nChanged 2
		SP:Iteration 6Q (3010.960000 sec): 3 clusters
  Score: Raw -23203.638441 + Penalty 2594.629874 = -20609.008567
  nChanged 0
		SP:Iteration 7F (3010.960000 sec): 3 clusters
  Score: Raw -23203.638441 + Penalty 2594.629874 = -20609.008567
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (2808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3010.970000 sec): 2 clusters
  Score: Raw -412082.647571 + Penalty 1969.176486 = -410113.471085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3010.980000 sec): 3 clusters
  Score: Raw -410926.325514 + Penalty 3938.352972 = -406987.972543
  nChanged 957
		SP:Iteration 1F (3010.990000 sec): 3 clusters
  Score: Raw -411614.299857 + Penalty 3938.352972 = -407675.946885
  nChanged 224
		SP:Iteration 2F (3011.010000 sec): 3 clusters
  Score: Raw -411825.697696 + Penalty 3938.352972 = -407887.344724
  nChanged 153
		SP:Iteration 3F (3011.010000 sec): 3 clusters
  Score: Raw -411959.481683 + Penalty 3938.352972 = -408021.128711
  nChanged 114
		SP:Iteration 4Q (3011.030000 sec): 3 clusters
  Score: Raw -412075.596595 + Penalty 3938.352972 = -408137.243624
  nChanged 118
		SP:Iteration 5Q (3011.040000 sec): 3 clusters
  Score: Raw -412179.765664 + Penalty 3938.352972 = -408241.412693
  nChanged 110
		SP:Iteration 6Q (3011.050000 sec): 3 clusters
  Score: Raw -412279.978623 + Penalty 3938.352972 = -408341.625651
  nChanged 102
		SP:Iteration 7Q (3011.060000 sec): 3 clusters
  Score: Raw -412388.190535 + Penalty 3938.352972 = -408449.837563
  nChanged 102
		SP:Iteration 8Q (3011.070000 sec): 3 clusters
  Score: Raw -412474.260300 + Penalty 3938.352972 = -408535.907329
  nChanged 67
		SP:Iteration 9Q (3011.080000 sec): 3 clusters
  Score: Raw -412538.301719 + Penalty 3938.352972 = -408599.948747
  nChanged 65
		SP:Iteration 10Q (3011.090000 sec): 3 clusters
  Score: Raw -412595.696514 + Penalty 3938.352972 = -408657.343542
  nChanged 67
		SP:Iteration 11Q (3011.100000 sec): 3 clusters
  Score: Raw -412655.277915 + Penalty 3938.352972 = -408716.924944
  nChanged 57
		SP:Iteration 12Q (3011.110000 sec): 3 clusters
  Score: Raw -412713.104544 + Penalty 3938.352972 = -408774.751572
  nChanged 59
		SP:Iteration 13Q (3011.130000 sec): 3 clusters
  Score: Raw -412779.311291 + Penalty 3938.352972 = -408840.958319
  nChanged 54
		SP:Iteration 14Q (3011.130000 sec): 3 clusters
  Score: Raw -412838.164107 + Penalty 3938.352972 = -408899.811135
  nChanged 37
		SP:Iteration 15Q (3011.150000 sec): 3 clusters
  Score: Raw -412883.158313 + Penalty 3938.352972 = -408944.805341
  nChanged 33
		SP:Iteration 16Q (3011.150000 sec): 3 clusters
  Score: Raw -412913.173834 + Penalty 3938.352972 = -408974.820863
  nChanged 17
		SP:Iteration 17Q (3011.170000 sec): 3 clusters
  Score: Raw -412933.658274 + Penalty 3938.352972 = -408995.305303
  nChanged 12
		SP:Iteration 18Q (3011.170000 sec): 3 clusters
  Score: Raw -412944.666310 + Penalty 3938.352972 = -409006.313338
  nChanged 14
		SP:Iteration 19Q (3011.180000 sec): 3 clusters
  Score: Raw -412955.346695 + Penalty 3938.352972 = -409016.993724
  nChanged 10
		SP:Iteration 20F (3011.190000 sec): 3 clusters
  Score: Raw -412963.831836 + Penalty 3938.352972 = -409025.478865
  nChanged 7
		SP:Iteration 21Q (3011.210000 sec): 3 clusters
  Score: Raw -412968.261543 + Penalty 3938.352972 = -409029.908571
  nChanged 3
		SP:Iteration 22Q (3011.210000 sec): 3 clusters
  Score: Raw -412970.622627 + Penalty 3938.352972 = -409032.269656
  nChanged 5
		SP:Iteration 23Q (3011.220000 sec): 3 clusters
  Score: Raw -412973.343977 + Penalty 3938.352972 = -409034.991005
  nChanged 0
		SP:Iteration 24F (3011.230000 sec): 3 clusters
  Score: Raw -412973.343977 + Penalty 3938.352972 = -409034.991005
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3011.240000 sec): 2 clusters
  Score: Raw -77809.852459 + Penalty 1571.093454 = -76238.759005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3011.240000 sec): 3 clusters
  Score: Raw -77855.282703 + Penalty 3142.186909 = -74713.095795
  nChanged 137
		SP:Iteration 1F (3011.240000 sec): 3 clusters
  Score: Raw -78294.564687 + Penalty 3142.186909 = -75152.377778
  nChanged 64
		SP:Iteration 2F (3011.250000 sec): 3 clusters
  Score: Raw -78655.506074 + Penalty 3142.186909 = -75513.319165
  nChanged 38
		SP:Iteration 3F (3011.250000 sec): 3 clusters
  Score: Raw -78918.512353 + Penalty 3142.186909 = -75776.325444
  nChanged 27
		SP:Iteration 4Q (3011.250000 sec): 3 clusters
  Score: Raw -79029.113579 + Penalty 3142.186909 = -75886.926670
  nChanged 14
		SP:Iteration 5Q (3011.250000 sec): 3 clusters
  Score: Raw -79081.490402 + Penalty 3142.186909 = -75939.303493
  nChanged 12
		SP:Iteration 6Q (3011.250000 sec): 3 clusters
  Score: Raw -79120.829626 + Penalty 3142.186909 = -75978.642717
  nChanged 10
		SP:Iteration 7Q (3011.250000 sec): 3 clusters
  Score: Raw -79156.781079 + Penalty 3142.186909 = -76014.594171
  nChanged 6
		SP:Iteration 8Q (3011.260000 sec): 3 clusters
  Score: Raw -79170.550591 + Penalty 3142.186909 = -76028.363683
  nChanged 1
		SP:Iteration 9Q (3011.260000 sec): 3 clusters
  Score: Raw -79171.348299 + Penalty 3142.186909 = -76029.161390
  nChanged 1
		SP:Iteration 10Q (3011.260000 sec): 3 clusters
  Score: Raw -79178.106151 + Penalty 3142.186909 = -76035.919242
  nChanged 0
		SP:Iteration 11F (3011.260000 sec): 3 clusters
  Score: Raw -79178.106151 + Penalty 3142.186909 = -76035.919242
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3011.330000 sec): 2 clusters
  Score: Raw -2464024.121161 + Penalty 2427.443022 = -2461596.678139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3011.410000 sec): 3 clusters
  Score: Raw -2453763.286573 + Penalty 4854.886044 = -2448908.400530
  nChanged 7740
		SP:Iteration 1F (3011.480000 sec): 3 clusters
  Score: Raw -2458021.881025 + Penalty 4854.886044 = -2453166.994982
  nChanged 1092
		SP:Iteration 2F (3011.550000 sec): 3 clusters
  Score: Raw -2458629.249144 + Penalty 4854.886044 = -2453774.363101
  nChanged 1061
		SP:Iteration 3F (3011.620000 sec): 3 clusters
  Score: Raw -2459196.722173 + Penalty 4854.886044 = -2454341.836130
  nChanged 974
		SP:Iteration 4F (3011.700000 sec): 3 clusters
  Score: Raw -2459710.643503 + Penalty 4854.886044 = -2454855.757459
  nChanged 931
		SP:Iteration 5F (3011.770000 sec): 3 clusters
  Score: Raw -2460184.109908 + Penalty 4854.886044 = -2455329.223864
  nChanged 846
		SP:Iteration 6Q (3011.850000 sec): 3 clusters
  Score: Raw -2460578.623832 + Penalty 4854.886044 = -2455723.737788
  nChanged 722
		SP:Iteration 7Q (3011.920000 sec): 3 clusters
  Score: Raw -2460913.765835 + Penalty 4854.886044 = -2456058.879791
  nChanged 652
		SP:Iteration 8Q (3012.000000 sec): 3 clusters
  Score: Raw -2461197.062001 + Penalty 4854.886044 = -2456342.175958
  nChanged 586
		SP:Iteration 9Q (3012.070000 sec): 3 clusters
  Score: Raw -2461453.233288 + Penalty 4854.886044 = -2456598.347245
  nChanged 545
		SP:Iteration 10Q (3012.150000 sec): 3 clusters
  Score: Raw -2461690.379365 + Penalty 4854.886044 = -2456835.493321
  nChanged 479
		SP:Iteration 11Q (3012.220000 sec): 3 clusters
  Score: Raw -2461896.637871 + Penalty 4854.886044 = -2457041.751828
  nChanged 468
		SP:Iteration 12Q (3012.290000 sec): 3 clusters
  Score: Raw -2462078.870837 + Penalty 4854.886044 = -2457223.984793
  nChanged 375
		SP:Iteration 13Q (3012.370000 sec): 3 clusters
  Score: Raw -2462219.077126 + Penalty 4854.886044 = -2457364.191082
  nChanged 349
		SP:Iteration 14Q (3012.440000 sec): 3 clusters
  Score: Raw -2462330.762838 + Penalty 4854.886044 = -2457475.876794
  nChanged 263
		SP:Iteration 15Q (3012.510000 sec): 3 clusters
  Score: Raw -2462407.446399 + Penalty 4854.886044 = -2457552.560355
  nChanged 250
		SP:Iteration 16Q (3012.580000 sec): 3 clusters
  Score: Raw -2462474.625078 + Penalty 4854.886044 = -2457619.739034
  nChanged 192
		SP:Iteration 17Q (3012.650000 sec): 3 clusters
  Score: Raw -2462522.266373 + Penalty 4854.886044 = -2457667.380329
  nChanged 163
		SP:Iteration 18Q (3012.720000 sec): 3 clusters
  Score: Raw -2462557.974300 + Penalty 4854.886044 = -2457703.088256
  nChanged 120
		SP:Iteration 19Q (3012.800000 sec): 3 clusters
  Score: Raw -2462580.396780 + Penalty 4854.886044 = -2457725.510736
  nChanged 108
		SP:Iteration 20F (3012.870000 sec): 3 clusters
  Score: Raw -2462598.381671 + Penalty 4854.886044 = -2457743.495628
  nChanged 97
		SP:Iteration 21Q (3012.940000 sec): 3 clusters
  Score: Raw -2462616.432680 + Penalty 4854.886044 = -2457761.546636
  nChanged 95
		SP:Iteration 22Q (3013.010000 sec): 3 clusters
  Score: Raw -2462634.022494 + Penalty 4854.886044 = -2457779.136451
  nChanged 101
		SP:Iteration 23Q (3013.080000 sec): 3 clusters
  Score: Raw -2462653.546838 + Penalty 4854.886044 = -2457798.660794
  nChanged 85
		SP:Iteration 24Q (3013.150000 sec): 3 clusters
  Score: Raw -2462668.151598 + Penalty 4854.886044 = -2457813.265554
  nChanged 91
		SP:Iteration 25Q (3013.220000 sec): 3 clusters
  Score: Raw -2462687.143552 + Penalty 4854.886044 = -2457832.257508
  nChanged 115
		SP:Iteration 26Q (3013.280000 sec): 3 clusters
  Score: Raw -2462711.700586 + Penalty 4854.886044 = -2457856.814543
  nChanged 123
		SP:Iteration 27Q (3013.360000 sec): 3 clusters
  Score: Raw -2462742.122350 + Penalty 4854.886044 = -2457887.236307
  nChanged 133
		SP:Iteration 28Q (3013.420000 sec): 3 clusters
  Score: Raw -2462776.665634 + Penalty 4854.886044 = -2457921.779590
  nChanged 133
		SP:Iteration 29Q (3013.490000 sec): 3 clusters
  Score: Raw -2462812.762874 + Penalty 4854.886044 = -2457957.876831
  nChanged 156
		SP:Iteration 30Q (3013.560000 sec): 3 clusters
  Score: Raw -2462861.308112 + Penalty 4854.886044 = -2458006.422069
  nChanged 174
		SP:Iteration 31Q (3013.640000 sec): 3 clusters
  Score: Raw -2462918.697555 + Penalty 4854.886044 = -2458063.811512
  nChanged 184
		SP:Iteration 32Q (3013.710000 sec): 3 clusters
  Score: Raw -2462977.378394 + Penalty 4854.886044 = -2458122.492350
  nChanged 182
		SP:Iteration 33Q (3013.780000 sec): 3 clusters
  Score: Raw -2463035.231268 + Penalty 4854.886044 = -2458180.345224
  nChanged 185
		SP:Iteration 34Q (3013.850000 sec): 3 clusters
  Score: Raw -2463088.052037 + Penalty 4854.886044 = -2458233.165993
  nChanged 180
		SP:Iteration 35Q (3013.920000 sec): 3 clusters
  Score: Raw -2463145.568644 + Penalty 4854.886044 = -2458290.682600
  nChanged 174
		SP:Iteration 36Q (3013.990000 sec): 3 clusters
  Score: Raw -2463201.513908 + Penalty 4854.886044 = -2458346.627865
  nChanged 165
		SP:Iteration 37Q (3014.060000 sec): 3 clusters
  Score: Raw -2463253.405925 + Penalty 4854.886044 = -2458398.519882
  nChanged 173
		SP:Iteration 38Q (3014.130000 sec): 3 clusters
  Score: Raw -2463301.661200 + Penalty 4854.886044 = -2458446.775156
  nChanged 150
		SP:Iteration 39Q (3014.200000 sec): 3 clusters
  Score: Raw -2463341.278415 + Penalty 4854.886044 = -2458486.392371
  nChanged 138
		SP:Iteration 40F (3014.270000 sec): 3 clusters
  Score: Raw -2463376.520192 + Penalty 4854.886044 = -2458521.634148
  nChanged 144
		SP:Iteration 41Q (3014.340000 sec): 3 clusters
  Score: Raw -2463413.259971 + Penalty 4854.886044 = -2458558.373927
  nChanged 136
		SP:Iteration 42Q (3014.400000 sec): 3 clusters
  Score: Raw -2463447.335626 + Penalty 4854.886044 = -2458592.449583
  nChanged 145
		SP:Iteration 43Q (3014.470000 sec): 3 clusters
  Score: Raw -2463484.753487 + Penalty 4854.886044 = -2458629.867444
  nChanged 141
		SP:Iteration 44Q (3014.540000 sec): 3 clusters
  Score: Raw -2463523.515923 + Penalty 4854.886044 = -2458668.629879
  nChanged 143
		SP:Iteration 45Q (3014.600000 sec): 3 clusters
  Score: Raw -2463563.325199 + Penalty 4854.886044 = -2458708.439155
  nChanged 145
		SP:Iteration 46Q (3014.670000 sec): 3 clusters
  Score: Raw -2463605.466930 + Penalty 4854.886044 = -2458750.580886
  nChanged 129
		SP:Iteration 47Q (3014.740000 sec): 3 clusters
  Score: Raw -2463641.091249 + Penalty 4854.886044 = -2458786.205206
  nChanged 122
		SP:Iteration 48Q (3014.800000 sec): 3 clusters
  Score: Raw -2463677.956770 + Penalty 4854.886044 = -2458823.070726
  nChanged 114
		SP:Iteration 49Q (3014.870000 sec): 3 clusters
  Score: Raw -2463709.097069 + Penalty 4854.886044 = -2458854.211025
  nChanged 106
		SP:Iteration 50Q (3014.930000 sec): 3 clusters
  Score: Raw -2463737.477583 + Penalty 4854.886044 = -2458882.591540
  nChanged 100
		SP:Iteration 51Q (3014.990000 sec): 3 clusters
  Score: Raw -2463766.400642 + Penalty 4854.886044 = -2458911.514599
  nChanged 112
		SP:Iteration 52Q (3015.060000 sec): 3 clusters
  Score: Raw -2463799.075403 + Penalty 4854.886044 = -2458944.189359
  nChanged 100
		SP:Iteration 53Q (3015.120000 sec): 3 clusters
  Score: Raw -2463825.051706 + Penalty 4854.886044 = -2458970.165662
  nChanged 102
		SP:Iteration 54Q (3015.180000 sec): 3 clusters
  Score: Raw -2463848.275571 + Penalty 4854.886044 = -2458993.389527
  nChanged 79
		SP:Iteration 55Q (3015.250000 sec): 3 clusters
  Score: Raw -2463868.341904 + Penalty 4854.886044 = -2459013.455860
  nChanged 96
		SP:Iteration 56Q (3015.310000 sec): 3 clusters
  Score: Raw -2463891.092818 + Penalty 4854.886044 = -2459036.206775
  nChanged 87
		SP:Iteration 57Q (3015.380000 sec): 3 clusters
  Score: Raw -2463913.619705 + Penalty 4854.886044 = -2459058.733661
  nChanged 95
		SP:Iteration 58Q (3015.440000 sec): 3 clusters
  Score: Raw -2463940.135628 + Penalty 4854.886044 = -2459085.249585
  nChanged 94
		SP:Iteration 59Q (3015.500000 sec): 3 clusters
  Score: Raw -2463969.888129 + Penalty 4854.886044 = -2459115.002085
  nChanged 90
		SP:Iteration 60F (3015.570000 sec): 3 clusters
  Score: Raw -2463994.466963 + Penalty 4854.886044 = -2459139.580920
  nChanged 87
		SP:Iteration 61Q (3015.640000 sec): 3 clusters
  Score: Raw -2464019.471206 + Penalty 4854.886044 = -2459164.585163
  nChanged 90
		SP:Iteration 62Q (3015.700000 sec): 3 clusters
  Score: Raw -2464044.799957 + Penalty 4854.886044 = -2459189.913913
  nChanged 79
		SP:Iteration 63Q (3015.760000 sec): 3 clusters
  Score: Raw -2464062.682435 + Penalty 4854.886044 = -2459207.796391
  nChanged 63
		SP:Iteration 64Q (3015.830000 sec): 3 clusters
  Score: Raw -2464074.893969 + Penalty 4854.886044 = -2459220.007926
  nChanged 55
		SP:Iteration 65Q (3015.890000 sec): 3 clusters
  Score: Raw -2464087.234008 + Penalty 4854.886044 = -2459232.347965
  nChanged 63
		SP:Iteration 66Q (3015.950000 sec): 3 clusters
  Score: Raw -2464102.447094 + Penalty 4854.886044 = -2459247.561050
  nChanged 56
		SP:Iteration 67Q (3016.020000 sec): 3 clusters
  Score: Raw -2464115.366670 + Penalty 4854.886044 = -2459260.480626
  nChanged 37
		SP:Iteration 68Q (3016.080000 sec): 3 clusters
  Score: Raw -2464123.770331 + Penalty 4854.886044 = -2459268.884287
  nChanged 31
		SP:Iteration 69Q (3016.140000 sec): 3 clusters
  Score: Raw -2464130.814138 + Penalty 4854.886044 = -2459275.928094
  nChanged 31
		SP:Iteration 70Q (3016.200000 sec): 3 clusters
  Score: Raw -2464136.424624 + Penalty 4854.886044 = -2459281.538580
  nChanged 35
		SP:Iteration 71Q (3016.270000 sec): 3 clusters
  Score: Raw -2464144.844959 + Penalty 4854.886044 = -2459289.958916
  nChanged 34
		SP:Iteration 72Q (3016.330000 sec): 3 clusters
  Score: Raw -2464150.887228 + Penalty 4854.886044 = -2459296.001184
  nChanged 29
		SP:Iteration 73Q (3016.390000 sec): 3 clusters
  Score: Raw -2464156.155895 + Penalty 4854.886044 = -2459301.269851
  nChanged 26
		SP:Iteration 74Q (3016.450000 sec): 3 clusters
  Score: Raw -2464160.732015 + Penalty 4854.886044 = -2459305.845971
  nChanged 27
		SP:Iteration 75Q (3016.510000 sec): 3 clusters
  Score: Raw -2464166.774834 + Penalty 4854.886044 = -2459311.888791
  nChanged 33
		SP:Iteration 76Q (3016.570000 sec): 3 clusters
  Score: Raw -2464173.694714 + Penalty 4854.886044 = -2459318.808670
  nChanged 24
		SP:Iteration 77Q (3016.630000 sec): 3 clusters
  Score: Raw -2464178.783961 + Penalty 4854.886044 = -2459323.897917
  nChanged 20
		SP:Iteration 78Q (3016.690000 sec): 3 clusters
  Score: Raw -2464182.114238 + Penalty 4854.886044 = -2459327.228194
  nChanged 23
		SP:Iteration 79Q (3016.750000 sec): 3 clusters
  Score: Raw -2464185.489085 + Penalty 4854.886044 = -2459330.603041
  nChanged 23
		SP:Iteration 80F (3016.820000 sec): 3 clusters
  Score: Raw -2464189.169858 + Penalty 4854.886044 = -2459334.283815
  nChanged 19
		SP:Iteration 81Q (3016.880000 sec): 3 clusters
  Score: Raw -2464192.250782 + Penalty 4854.886044 = -2459337.364738
  nChanged 17
		SP:Iteration 82Q (3016.940000 sec): 3 clusters
  Score: Raw -2464195.468837 + Penalty 4854.886044 = -2459340.582794
  nChanged 19
		SP:Iteration 83Q (3017.000000 sec): 3 clusters
  Score: Raw -2464199.421102 + Penalty 4854.886044 = -2459344.535058
  nChanged 14
		SP:Iteration 84Q (3017.060000 sec): 3 clusters
  Score: Raw -2464201.808884 + Penalty 4854.886044 = -2459346.922841
  nChanged 14
		SP:Iteration 85Q (3017.120000 sec): 3 clusters
  Score: Raw -2464204.798260 + Penalty 4854.886044 = -2459349.912217
  nChanged 18
		SP:Iteration 86Q (3017.170000 sec): 3 clusters
  Score: Raw -2464208.117422 + Penalty 4854.886044 = -2459353.231378
  nChanged 12
		SP:Iteration 87Q (3017.240000 sec): 3 clusters
  Score: Raw -2464210.454049 + Penalty 4854.886044 = -2459355.568005
  nChanged 6
		SP:Iteration 88Q (3017.300000 sec): 3 clusters
  Score: Raw -2464211.659799 + Penalty 4854.886044 = -2459356.773755
  nChanged 8
		SP:Iteration 89Q (3017.360000 sec): 3 clusters
  Score: Raw -2464213.143982 + Penalty 4854.886044 = -2459358.257938
  nChanged 9
		SP:Iteration 90Q (3017.420000 sec): 3 clusters
  Score: Raw -2464215.047706 + Penalty 4854.886044 = -2459360.161662
  nChanged 13
		SP:Iteration 91Q (3017.490000 sec): 3 clusters
  Score: Raw -2464217.230065 + Penalty 4854.886044 = -2459362.344021
  nChanged 8
		SP:Iteration 92Q (3017.550000 sec): 3 clusters
  Score: Raw -2464219.129124 + Penalty 4854.886044 = -2459364.243080
  nChanged 16
		SP:Iteration 93Q (3017.610000 sec): 3 clusters
  Score: Raw -2464222.452040 + Penalty 4854.886044 = -2459367.565996
  nChanged 12
		SP:Iteration 94Q (3017.670000 sec): 3 clusters
  Score: Raw -2464224.397139 + Penalty 4854.886044 = -2459369.511096
  nChanged 9
		SP:Iteration 95Q (3017.730000 sec): 3 clusters
  Score: Raw -2464226.096682 + Penalty 4854.886044 = -2459371.210638
  nChanged 10
		SP:Iteration 96Q (3017.790000 sec): 3 clusters
  Score: Raw -2464227.503896 + Penalty 4854.886044 = -2459372.617852
  nChanged 7
		SP:Iteration 97Q (3017.850000 sec): 3 clusters
  Score: Raw -2464229.028880 + Penalty 4854.886044 = -2459374.142836
  nChanged 9
		SP:Iteration 98Q (3017.910000 sec): 3 clusters
  Score: Raw -2464231.186190 + Penalty 4854.886044 = -2459376.300146
  nChanged 8
		SP:Iteration 99Q (3017.970000 sec): 3 clusters
  Score: Raw -2464232.411819 + Penalty 4854.886044 = -2459377.525775
  nChanged 5
		SP:Iteration 100F (3018.040000 sec): 3 clusters
  Score: Raw -2464232.818144 + Penalty 4854.886044 = -2459377.932100
  nChanged 2
		SP:Iteration 101Q (3018.100000 sec): 3 clusters
  Score: Raw -2464233.111791 + Penalty 4854.886044 = -2459378.225748
  nChanged 2
		SP:Iteration 102Q (3018.160000 sec): 3 clusters
  Score: Raw -2464233.577550 + Penalty 4854.886044 = -2459378.691506
  nChanged 2
		SP:Iteration 103Q (3018.220000 sec): 3 clusters
  Score: Raw -2464233.909984 + Penalty 4854.886044 = -2459379.023940
  nChanged 5
		SP:Iteration 104Q (3018.270000 sec): 3 clusters
  Score: Raw -2464234.331085 + Penalty 4854.886044 = -2459379.445041
  nChanged 2
		SP:Iteration 105Q (3018.330000 sec): 3 clusters
  Score: Raw -2464234.680078 + Penalty 4854.886044 = -2459379.794034
  nChanged 5
		SP:Iteration 106Q (3018.390000 sec): 3 clusters
  Score: Raw -2464236.035582 + Penalty 4854.886044 = -2459381.149538
  nChanged 3
		SP:Iteration 107Q (3018.450000 sec): 3 clusters
  Score: Raw -2464236.478109 + Penalty 4854.886044 = -2459381.592065
  nChanged 0
		SP:Iteration 108F (3018.520000 sec): 3 clusters
  Score: Raw -2464236.478109 + Penalty 4854.886044 = -2459381.592065
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3018.550000 sec): 2 clusters
  Score: Raw -1055727.530065 + Penalty 2202.523122 = -1053525.006944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3018.580000 sec): 3 clusters
  Score: Raw -1052032.042671 + Penalty 4405.046243 = -1047626.996428
  nChanged 2867
		SP:Iteration 1F (3018.610000 sec): 3 clusters
  Score: Raw -1053644.306241 + Penalty 4405.046243 = -1049239.259998
  nChanged 537
		SP:Iteration 2F (3018.640000 sec): 3 clusters
  Score: Raw -1053971.827346 + Penalty 4405.046243 = -1049566.781102
  nChanged 404
		SP:Iteration 3F (3018.670000 sec): 3 clusters
  Score: Raw -1054211.994885 + Penalty 4405.046243 = -1049806.948641
  nChanged 359
		SP:Iteration 4Q (3018.690000 sec): 3 clusters
  Score: Raw -1054425.446296 + Penalty 4405.046243 = -1050020.400053
  nChanged 346
		SP:Iteration 5Q (3018.720000 sec): 3 clusters
  Score: Raw -1054643.045556 + Penalty 4405.046243 = -1050237.999313
  nChanged 298
		SP:Iteration 6Q (3018.750000 sec): 3 clusters
  Score: Raw -1054812.994523 + Penalty 4405.046243 = -1050407.948280
  nChanged 259
		SP:Iteration 7Q (3018.780000 sec): 3 clusters
  Score: Raw -1054978.562927 + Penalty 4405.046243 = -1050573.516683
  nChanged 250
		SP:Iteration 8Q (3018.810000 sec): 3 clusters
  Score: Raw -1055139.845023 + Penalty 4405.046243 = -1050734.798780
  nChanged 228
		SP:Iteration 9Q (3018.840000 sec): 3 clusters
  Score: Raw -1055288.549805 + Penalty 4405.046243 = -1050883.503562
  nChanged 169
		SP:Iteration 10Q (3018.870000 sec): 3 clusters
  Score: Raw -1055401.638513 + Penalty 4405.046243 = -1050996.592270
  nChanged 170
		SP:Iteration 11Q (3018.890000 sec): 3 clusters
  Score: Raw -1055515.579114 + Penalty 4405.046243 = -1051110.532871
  nChanged 152
		SP:Iteration 12Q (3018.920000 sec): 3 clusters
  Score: Raw -1055619.376799 + Penalty 4405.046243 = -1051214.330556
  nChanged 140
		SP:Iteration 13Q (3018.950000 sec): 3 clusters
  Score: Raw -1055735.665381 + Penalty 4405.046243 = -1051330.619137
  nChanged 152
		SP:Iteration 14Q (3018.970000 sec): 3 clusters
  Score: Raw -1055871.897470 + Penalty 4405.046243 = -1051466.851227
  nChanged 128
		SP:Iteration 15Q (3019.000000 sec): 3 clusters
  Score: Raw -1055987.148585 + Penalty 4405.046243 = -1051582.102341
  nChanged 123
		SP:Iteration 16Q (3019.030000 sec): 3 clusters
  Score: Raw -1056093.591671 + Penalty 4405.046243 = -1051688.545428
  nChanged 119
		SP:Iteration 17Q (3019.050000 sec): 3 clusters
  Score: Raw -1056188.084444 + Penalty 4405.046243 = -1051783.038201
  nChanged 93
		SP:Iteration 18Q (3019.080000 sec): 3 clusters
  Score: Raw -1056259.547312 + Penalty 4405.046243 = -1051854.501069
  nChanged 76
		SP:Iteration 19Q (3019.100000 sec): 3 clusters
  Score: Raw -1056313.848865 + Penalty 4405.046243 = -1051908.802622
  nChanged 72
		SP:Iteration 20F (3019.130000 sec): 3 clusters
  Score: Raw -1056355.843133 + Penalty 4405.046243 = -1051950.796890
  nChanged 59
		SP:Iteration 21Q (3019.150000 sec): 3 clusters
  Score: Raw -1056386.553438 + Penalty 4405.046243 = -1051981.507194
  nChanged 55
		SP:Iteration 22Q (3019.180000 sec): 3 clusters
  Score: Raw -1056416.457090 + Penalty 4405.046243 = -1052011.410846
  nChanged 56
		SP:Iteration 23Q (3019.210000 sec): 3 clusters
  Score: Raw -1056442.355946 + Penalty 4405.046243 = -1052037.309703
  nChanged 44
		SP:Iteration 24Q (3019.230000 sec): 3 clusters
  Score: Raw -1056459.589807 + Penalty 4405.046243 = -1052054.543564
  nChanged 32
		SP:Iteration 25Q (3019.260000 sec): 3 clusters
  Score: Raw -1056476.451359 + Penalty 4405.046243 = -1052071.405116
  nChanged 39
		SP:Iteration 26Q (3019.290000 sec): 3 clusters
  Score: Raw -1056493.195009 + Penalty 4405.046243 = -1052088.148766
  nChanged 31
		SP:Iteration 27Q (3019.310000 sec): 3 clusters
  Score: Raw -1056506.782043 + Penalty 4405.046243 = -1052101.735799
  nChanged 25
		SP:Iteration 28Q (3019.330000 sec): 3 clusters
  Score: Raw -1056516.376012 + Penalty 4405.046243 = -1052111.329769
  nChanged 19
		SP:Iteration 29Q (3019.370000 sec): 3 clusters
  Score: Raw -1056524.673228 + Penalty 4405.046243 = -1052119.626985
  nChanged 25
		SP:Iteration 30Q (3019.390000 sec): 3 clusters
  Score: Raw -1056533.821250 + Penalty 4405.046243 = -1052128.775006
  nChanged 23
		SP:Iteration 31Q (3019.410000 sec): 3 clusters
  Score: Raw -1056542.372320 + Penalty 4405.046243 = -1052137.326077
  nChanged 18
		SP:Iteration 32Q (3019.430000 sec): 3 clusters
  Score: Raw -1056549.684027 + Penalty 4405.046243 = -1052144.637784
  nChanged 18
		SP:Iteration 33Q (3019.450000 sec): 3 clusters
  Score: Raw -1056555.590815 + Penalty 4405.046243 = -1052150.544572
  nChanged 12
		SP:Iteration 34Q (3019.470000 sec): 3 clusters
  Score: Raw -1056559.520835 + Penalty 4405.046243 = -1052154.474592
  nChanged 13
		SP:Iteration 35Q (3019.490000 sec): 3 clusters
  Score: Raw -1056563.159637 + Penalty 4405.046243 = -1052158.113394
  nChanged 15
		SP:Iteration 36Q (3019.520000 sec): 3 clusters
  Score: Raw -1056568.731252 + Penalty 4405.046243 = -1052163.685009
  nChanged 11
		SP:Iteration 37Q (3019.540000 sec): 3 clusters
  Score: Raw -1056572.733590 + Penalty 4405.046243 = -1052167.687347
  nChanged 7
		SP:Iteration 38Q (3019.560000 sec): 3 clusters
  Score: Raw -1056574.252878 + Penalty 4405.046243 = -1052169.206635
  nChanged 3
		SP:Iteration 39Q (3019.580000 sec): 3 clusters
  Score: Raw -1056574.770957 + Penalty 4405.046243 = -1052169.724714
  nChanged 2
		SP:Iteration 40F (3019.610000 sec): 3 clusters
  Score: Raw -1056575.678603 + Penalty 4405.046243 = -1052170.632360
  nChanged 1
		SP:Iteration 41Q (3019.630000 sec): 3 clusters
  Score: Raw -1056575.844709 + Penalty 4405.046243 = -1052170.798466
  nChanged 0
		SP:Iteration 42F (3019.650000 sec): 3 clusters
  Score: Raw -1056575.844709 + Penalty 4405.046243 = -1052170.798466
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (100197 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3020.020000 sec): 2 clusters
  Score: Raw -14805464.909092 + Penalty 2855.693595 = -14802609.215497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3020.430000 sec): 3 clusters
  Score: Raw -14741277.289886 + Penalty 5711.387189 = -14735565.902697
  nChanged 47466
		SP:Iteration 1F (3020.800000 sec): 3 clusters
  Score: Raw -14767915.109932 + Penalty 5711.387189 = -14762203.722742
  nChanged 3146
		SP:Iteration 2Q (3021.190000 sec): 3 clusters
  Score: Raw -14768590.218422 + Penalty 5711.387189 = -14762878.831232
  nChanged 3156
		SP:Iteration 3Q (3021.580000 sec): 3 clusters
  Score: Raw -14769337.619807 + Penalty 5711.387189 = -14763626.232618
  nChanged 3395
		SP:Iteration 4Q (3021.970000 sec): 3 clusters
  Score: Raw -14770269.688798 + Penalty 5711.387189 = -14764558.301609
  nChanged 3680
		SP:Iteration 5Q (3022.350000 sec): 3 clusters
  Score: Raw -14771512.990331 + Penalty 5711.387189 = -14765801.603141
  nChanged 4454
		SP:Iteration 6Q (3022.740000 sec): 3 clusters
  Score: Raw -14773373.339783 + Penalty 5711.387189 = -14767661.952593
  nChanged 5384
		SP:Iteration 7F (3023.120000 sec): 3 clusters
  Score: Raw -14776094.818790 + Penalty 5711.387189 = -14770383.431601
  nChanged 6240
		SP:Iteration 8F (3023.490000 sec): 3 clusters
  Score: Raw -14779770.798824 + Penalty 5711.387189 = -14774059.411635
  nChanged 6682
		SP:Iteration 9F (3023.870000 sec): 3 clusters
  Score: Raw -14784247.241068 + Penalty 5711.387189 = -14778535.853878
  nChanged 6550
		SP:Iteration 10F (3024.250000 sec): 3 clusters
  Score: Raw -14789130.973928 + Penalty 5711.387189 = -14783419.586739
  nChanged 6027
		SP:Iteration 11F (3024.660000 sec): 3 clusters
  Score: Raw -14793867.016355 + Penalty 5711.387189 = -14788155.629165
  nChanged 4833
		SP:Iteration 12Q (3025.080000 sec): 3 clusters
  Score: Raw -14797771.170966 + Penalty 5711.387189 = -14792059.783777
  nChanged 3572
		SP:Iteration 13Q (3025.440000 sec): 3 clusters
  Score: Raw -14800629.492879 + Penalty 5711.387189 = -14794918.105690
  nChanged 2447
		SP:Iteration 14Q (3025.780000 sec): 3 clusters
  Score: Raw -14802515.503899 + Penalty 5711.387189 = -14796804.116710
  nChanged 1636
		SP:Iteration 15Q (3026.100000 sec): 3 clusters
  Score: Raw -14803756.865085 + Penalty 5711.387189 = -14798045.477895
  nChanged 1073
		SP:Iteration 16Q (3026.410000 sec): 3 clusters
  Score: Raw -14804588.218361 + Penalty 5711.387189 = -14798876.831172
  nChanged 691
		SP:Iteration 17Q (3026.690000 sec): 3 clusters
  Score: Raw -14805123.413604 + Penalty 5711.387189 = -14799412.026415
  nChanged 418
		SP:Iteration 18Q (3026.970000 sec): 3 clusters
  Score: Raw -14805426.234086 + Penalty 5711.387189 = -14799714.846897
  nChanged 255
		SP:Iteration 19Q (3027.250000 sec): 3 clusters
  Score: Raw -14805610.913600 + Penalty 5711.387189 = -14799899.526410
  nChanged 163
		SP:Iteration 20F (3027.620000 sec): 3 clusters
  Score: Raw -14805731.840069 + Penalty 5711.387189 = -14800020.452879
  nChanged 133
		SP:Iteration 21Q (3027.890000 sec): 3 clusters
  Score: Raw -14805836.819013 + Penalty 5711.387189 = -14800125.431824
  nChanged 106
		SP:Iteration 22Q (3028.160000 sec): 3 clusters
  Score: Raw -14805921.245047 + Penalty 5711.387189 = -14800209.857857
  nChanged 73
		SP:Iteration 23Q (3028.430000 sec): 3 clusters
  Score: Raw -14805971.862631 + Penalty 5711.387189 = -14800260.475442
  nChanged 55
		SP:Iteration 24Q (3028.700000 sec): 3 clusters
  Score: Raw -14806011.081709 + Penalty 5711.387189 = -14800299.694519
  nChanged 33
		SP:Iteration 25Q (3028.970000 sec): 3 clusters
  Score: Raw -14806029.133623 + Penalty 5711.387189 = -14800317.746433
  nChanged 22
		SP:Iteration 26Q (3029.230000 sec): 3 clusters
  Score: Raw -14806039.479977 + Penalty 5711.387189 = -14800328.092787
  nChanged 15
		SP:Iteration 27Q (3029.500000 sec): 3 clusters
  Score: Raw -14806047.086907 + Penalty 5711.387189 = -14800335.699718
  nChanged 11
		SP:Iteration 28Q (3029.760000 sec): 3 clusters
  Score: Raw -14806053.607320 + Penalty 5711.387189 = -14800342.220130
  nChanged 7
		SP:Iteration 29Q (3030.030000 sec): 3 clusters
  Score: Raw -14806057.040285 + Penalty 5711.387189 = -14800345.653096
  nChanged 5
		SP:Iteration 30Q (3030.290000 sec): 3 clusters
  Score: Raw -14806060.148440 + Penalty 5711.387189 = -14800348.761250
  nChanged 6
		SP:Iteration 31Q (3030.560000 sec): 3 clusters
  Score: Raw -14806064.141226 + Penalty 5711.387189 = -14800352.754036
  nChanged 6
		SP:Iteration 32Q (3030.830000 sec): 3 clusters
  Score: Raw -14806068.839245 + Penalty 5711.387189 = -14800357.452055
  nChanged 7
		SP:Iteration 33Q (3031.090000 sec): 3 clusters
  Score: Raw -14806073.610697 + Penalty 5711.387189 = -14800362.223508
  nChanged 7
		SP:Iteration 34Q (3031.360000 sec): 3 clusters
  Score: Raw -14806076.278395 + Penalty 5711.387189 = -14800364.891206
  nChanged 8
		SP:Iteration 35Q (3031.620000 sec): 3 clusters
  Score: Raw -14806080.497278 + Penalty 5711.387189 = -14800369.110089
  nChanged 4
		SP:Iteration 36Q (3031.890000 sec): 3 clusters
  Score: Raw -14806083.063893 + Penalty 5711.387189 = -14800371.676704
  nChanged 4
		SP:Iteration 37Q (3032.150000 sec): 3 clusters
  Score: Raw -14806085.769061 + Penalty 5711.387189 = -14800374.381872
  nChanged 4
		SP:Iteration 38Q (3032.410000 sec): 3 clusters
  Score: Raw -14806087.237561 + Penalty 5711.387189 = -14800375.850372
  nChanged 1
		SP:Iteration 39Q (3032.680000 sec): 3 clusters
  Score: Raw -14806087.638926 + Penalty 5711.387189 = -14800376.251736
  nChanged 0
		SP:Iteration 40F (3033.050000 sec): 3 clusters
  Score: Raw -14806087.638926 + Penalty 5711.387189 = -14800376.251736
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3033.090000 sec): 2 clusters
  Score: Raw -35204.480717 + Penalty 1371.298414 = -33833.182303
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3033.090000 sec): 3 clusters
  Score: Raw -35376.551737 + Penalty 2742.596827 = -32633.954909
  nChanged 15
		SP:Iteration 1F (3033.090000 sec): 3 clusters
  Score: Raw -35417.615390 + Penalty 2742.596827 = -32675.018563
  nChanged 4
		SP:Iteration 2Q (3033.090000 sec): 3 clusters
  Score: Raw -35439.948280 + Penalty 2742.596827 = -32697.351453
  nChanged 4
		SP:Iteration 3Q (3033.090000 sec): 3 clusters
  Score: Raw -35459.508136 + Penalty 2742.596827 = -32716.911309
  nChanged 1
		SP:Iteration 4Q (3033.090000 sec): 3 clusters
  Score: Raw -35461.074896 + Penalty 2742.596827 = -32718.478069
  nChanged 0
		SP:Iteration 5F (3033.090000 sec): 3 clusters
  Score: Raw -35461.074896 + Penalty 2742.596827 = -32718.478069
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (259059 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3033.960000 sec): 2 clusters
  Score: Raw -38340513.913558 + Penalty 3091.273156 = -38337422.640401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3034.940000 sec): 3 clusters
  Score: Raw -38169484.457161 + Penalty 6182.546313 = -38163301.910849
  nChanged 125028
		SP:Iteration 1F (3035.930000 sec): 3 clusters
  Score: Raw -38242767.422981 + Penalty 6182.546313 = -38236584.876668
  nChanged 6033
		SP:Iteration 2Q (3036.940000 sec): 3 clusters
  Score: Raw -38243751.941498 + Penalty 6182.546313 = -38237569.395186
  nChanged 6228
		SP:Iteration 3Q (3037.950000 sec): 3 clusters
  Score: Raw -38244812.687463 + Penalty 6182.546313 = -38238630.141151
  nChanged 6457
		SP:Iteration 4Q (3038.970000 sec): 3 clusters
  Score: Raw -38246052.575136 + Penalty 6182.546313 = -38239870.028823
  nChanged 6938
		SP:Iteration 5Q (3039.990000 sec): 3 clusters
  Score: Raw -38247501.838483 + Penalty 6182.546313 = -38241319.292170
  nChanged 7568
		SP:Iteration 6Q (3041.010000 sec): 3 clusters
  Score: Raw -38249195.974814 + Penalty 6182.546313 = -38243013.428501
  nChanged 8109
		SP:Iteration 7Q (3042.030000 sec): 3 clusters
  Score: Raw -38251183.814306 + Penalty 6182.546313 = -38245001.267994
  nChanged 8392
		SP:Iteration 8Q (3043.030000 sec): 3 clusters
  Score: Raw -38253359.365896 + Penalty 6182.546313 = -38247176.819583
  nChanged 8696
		SP:Iteration 9Q (3044.050000 sec): 3 clusters
  Score: Raw -38255795.438634 + Penalty 6182.546313 = -38249612.892322
  nChanged 8930
		SP:Iteration 10Q (3045.070000 sec): 3 clusters
  Score: Raw -38258439.313025 + Penalty 6182.546313 = -38252256.766713
  nChanged 8933
		SP:Iteration 11Q (3046.080000 sec): 3 clusters
  Score: Raw -38261122.349598 + Penalty 6182.546313 = -38254939.803286
  nChanged 8969
		SP:Iteration 12Q (3047.090000 sec): 3 clusters
  Score: Raw -38263894.524071 + Penalty 6182.546313 = -38257711.977758
  nChanged 8981
		SP:Iteration 13Q (3048.100000 sec): 3 clusters
  Score: Raw -38266803.021149 + Penalty 6182.546313 = -38260620.474836
  nChanged 9294
		SP:Iteration 14Q (3049.120000 sec): 3 clusters
  Score: Raw -38270231.383317 + Penalty 6182.546313 = -38264048.837005
  nChanged 10292
		SP:Iteration 15Q (3050.120000 sec): 3 clusters
  Score: Raw -38274677.901261 + Penalty 6182.546313 = -38268495.354949
  nChanged 11586
		SP:Iteration 16Q (3051.130000 sec): 3 clusters
  Score: Raw -38280548.366140 + Penalty 6182.546313 = -38274365.819828
  nChanged 12599
		SP:Iteration 17Q (3052.140000 sec): 3 clusters
  Score: Raw -38287578.142837 + Penalty 6182.546313 = -38281395.596524
  nChanged 12584
		SP:Iteration 18Q (3053.130000 sec): 3 clusters
  Score: Raw -38295185.795253 + Penalty 6182.546313 = -38289003.248941
  nChanged 11944
		SP:Iteration 19Q (3054.100000 sec): 3 clusters
  Score: Raw -38302699.768691 + Penalty 6182.546313 = -38296517.222379
  nChanged 10504
		SP:Iteration 20F (3055.090000 sec): 3 clusters
  Score: Raw -38309318.422574 + Penalty 6182.546313 = -38303135.876262
  nChanged 8990
		SP:Iteration 21Q (3056.000000 sec): 3 clusters
  Score: Raw -38315039.688948 + Penalty 6182.546313 = -38308857.142635
  nChanged 7790
		SP:Iteration 22Q (3056.860000 sec): 3 clusters
  Score: Raw -38320173.873751 + Penalty 6182.546313 = -38313991.327438
  nChanged 6700
		SP:Iteration 23Q (3057.700000 sec): 3 clusters
  Score: Raw -38324762.264152 + Penalty 6182.546313 = -38318579.717840
  nChanged 5901
		SP:Iteration 24Q (3058.500000 sec): 3 clusters
  Score: Raw -38329032.604730 + Penalty 6182.546313 = -38322850.058417
  nChanged 4906
		SP:Iteration 25Q (3059.280000 sec): 3 clusters
  Score: Raw -38332707.214303 + Penalty 6182.546313 = -38326524.667991
  nChanged 3899
		SP:Iteration 26Q (3060.030000 sec): 3 clusters
  Score: Raw -38335733.101250 + Penalty 6182.546313 = -38329550.554937
  nChanged 2768
		SP:Iteration 27Q (3060.760000 sec): 3 clusters
  Score: Raw -38337912.408378 + Penalty 6182.546313 = -38331729.862065
  nChanged 1767
		SP:Iteration 28Q (3061.480000 sec): 3 clusters
  Score: Raw -38339278.487614 + Penalty 6182.546313 = -38333095.941301
  nChanged 958
		SP:Iteration 29Q (3062.190000 sec): 3 clusters
  Score: Raw -38340015.802398 + Penalty 6182.546313 = -38333833.256085
  nChanged 443
		SP:Iteration 30Q (3062.900000 sec): 3 clusters
  Score: Raw -38340378.264038 + Penalty 6182.546313 = -38334195.717725
  nChanged 219
		SP:Iteration 31Q (3063.590000 sec): 3 clusters
  Score: Raw -38340561.706018 + Penalty 6182.546313 = -38334379.159705
  nChanged 110
		SP:Iteration 32Q (3064.280000 sec): 3 clusters
  Score: Raw -38340662.584567 + Penalty 6182.546313 = -38334480.038254
  nChanged 86
		SP:Iteration 33Q (3064.980000 sec): 3 clusters
  Score: Raw -38340751.010139 + Penalty 6182.546313 = -38334568.463826
  nChanged 53
		SP:Iteration 34Q (3065.670000 sec): 3 clusters
  Score: Raw -38340800.452913 + Penalty 6182.546313 = -38334617.906601
  nChanged 35
		SP:Iteration 35Q (3066.370000 sec): 3 clusters
  Score: Raw -38340828.876196 + Penalty 6182.546313 = -38334646.329884
  nChanged 17
		SP:Iteration 36Q (3067.050000 sec): 3 clusters
  Score: Raw -38340841.656920 + Penalty 6182.546313 = -38334659.110607
  nChanged 10
		SP:Iteration 37Q (3067.740000 sec): 3 clusters
  Score: Raw -38340851.196079 + Penalty 6182.546313 = -38334668.649767
  nChanged 8
		SP:Iteration 38Q (3068.430000 sec): 3 clusters
  Score: Raw -38340859.089050 + Penalty 6182.546313 = -38334676.542737
  nChanged 11
		SP:Iteration 39Q (3069.120000 sec): 3 clusters
  Score: Raw -38340868.967038 + Penalty 6182.546313 = -38334686.420725
  nChanged 7
		SP:Iteration 40F (3070.090000 sec): 3 clusters
  Score: Raw -38340876.114000 + Penalty 6182.546313 = -38334693.567687
  nChanged 13
		SP:Iteration 41Q (3070.780000 sec): 3 clusters
  Score: Raw -38340890.321147 + Penalty 6182.546313 = -38334707.774835
  nChanged 7
		SP:Iteration 42Q (3071.470000 sec): 3 clusters
  Score: Raw -38340896.581774 + Penalty 6182.546313 = -38334714.035461
  nChanged 8
		SP:Iteration 43Q (3072.160000 sec): 3 clusters
  Score: Raw -38340901.073569 + Penalty 6182.546313 = -38334718.527256
  nChanged 5
		SP:Iteration 44Q (3072.850000 sec): 3 clusters
  Score: Raw -38340905.706396 + Penalty 6182.546313 = -38334723.160084
  nChanged 5
		SP:Iteration 45Q (3073.540000 sec): 3 clusters
  Score: Raw -38340908.748541 + Penalty 6182.546313 = -38334726.202229
  nChanged 3
		SP:Iteration 46Q (3074.230000 sec): 3 clusters
  Score: Raw -38340911.388092 + Penalty 6182.546313 = -38334728.841779
  nChanged 1
		SP:Iteration 47Q (3074.920000 sec): 3 clusters
  Score: Raw -38340912.201271 + Penalty 6182.546313 = -38334729.654958
  nChanged 1
		SP:Iteration 48Q (3075.610000 sec): 3 clusters
  Score: Raw -38340912.608136 + Penalty 6182.546313 = -38334730.061824
  nChanged 0
		SP:Iteration 49F (3076.580000 sec): 3 clusters
  Score: Raw -38340912.608136 + Penalty 6182.546313 = -38334730.061824
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3076.700000 sec): 2 clusters
  Score: Raw -64181.902047 + Penalty 1533.668925 = -62648.233122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3076.700000 sec): 3 clusters
  Score: Raw -64219.758546 + Penalty 3067.337850 = -61152.420696
  nChanged 96
		SP:Iteration 1F (3076.700000 sec): 3 clusters
  Score: Raw -64481.459102 + Penalty 3067.337850 = -61414.121252
  nChanged 34
		SP:Iteration 2F (3076.700000 sec): 3 clusters
  Score: Raw -64597.407076 + Penalty 3067.337850 = -61530.069226
  nChanged 16
		SP:Iteration 3Q (3076.710000 sec): 3 clusters
  Score: Raw -64670.695748 + Penalty 3067.337850 = -61603.357898
  nChanged 16
		SP:Iteration 4Q (3076.710000 sec): 3 clusters
  Score: Raw -64839.399649 + Penalty 3067.337850 = -61772.061799
  nChanged 22
		SP:Iteration 5Q (3076.710000 sec): 3 clusters
  Score: Raw -65047.368709 + Penalty 3067.337850 = -61980.030859
  nChanged 21
		SP:Iteration 6Q (3076.710000 sec): 3 clusters
  Score: Raw -65174.163803 + Penalty 3067.337850 = -62106.825953
  nChanged 13
		SP:Iteration 7Q (3076.710000 sec): 3 clusters
  Score: Raw -65218.919827 + Penalty 3067.337850 = -62151.581977
  nChanged 7
		SP:Iteration 8Q (3076.720000 sec): 3 clusters
  Score: Raw -65248.620953 + Penalty 3067.337850 = -62181.283103
  nChanged 5
		SP:Iteration 9Q (3076.720000 sec): 3 clusters
  Score: Raw -65269.476964 + Penalty 3067.337850 = -62202.139114
  nChanged 3
		SP:Iteration 10Q (3076.720000 sec): 3 clusters
  Score: Raw -65282.310552 + Penalty 3067.337850 = -62214.972702
  nChanged 1
		SP:Iteration 11Q (3076.720000 sec): 3 clusters
  Score: Raw -65288.734871 + Penalty 3067.337850 = -62221.397021
  nChanged 4
		SP:Iteration 12Q (3076.720000 sec): 3 clusters
  Score: Raw -65310.314049 + Penalty 3067.337850 = -62242.976199
  nChanged 5
		SP:Iteration 13Q (3076.720000 sec): 3 clusters
  Score: Raw -65337.438856 + Penalty 3067.337850 = -62270.101006
  nChanged 4
		SP:Iteration 14Q (3076.720000 sec): 3 clusters
  Score: Raw -65354.152080 + Penalty 3067.337850 = -62286.814230
  nChanged 1
		SP:Iteration 15Q (3076.720000 sec): 3 clusters
  Score: Raw -65358.067074 + Penalty 3067.337850 = -62290.729224
  nChanged 0
		SP:Iteration 16F (3076.730000 sec): 3 clusters
  Score: Raw -65358.067074 + Penalty 3067.337850 = -62290.729224
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (7607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3076.760000 sec): 2 clusters
  Score: Raw -1092628.849247 + Penalty 2216.332390 = -1090412.516856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3076.780000 sec): 3 clusters
  Score: Raw -1088671.186007 + Penalty 4432.664781 = -1084238.521226
  nChanged 3001
		SP:Iteration 1F (3076.810000 sec): 3 clusters
  Score: Raw -1090306.759567 + Penalty 4432.664781 = -1085874.094787
  nChanged 554
		SP:Iteration 2F (3076.840000 sec): 3 clusters
  Score: Raw -1090590.040976 + Penalty 4432.664781 = -1086157.376195
  nChanged 391
		SP:Iteration 3F (3076.860000 sec): 3 clusters
  Score: Raw -1090780.168076 + Penalty 4432.664781 = -1086347.503295
  nChanged 320
		SP:Iteration 4Q (3076.890000 sec): 3 clusters
  Score: Raw -1090931.108401 + Penalty 4432.664781 = -1086498.443620
  nChanged 288
		SP:Iteration 5Q (3076.920000 sec): 3 clusters
  Score: Raw -1091072.620036 + Penalty 4432.664781 = -1086639.955255
  nChanged 245
		SP:Iteration 6Q (3076.950000 sec): 3 clusters
  Score: Raw -1091202.334294 + Penalty 4432.664781 = -1086769.669513
  nChanged 261
		SP:Iteration 7Q (3076.980000 sec): 3 clusters
  Score: Raw -1091345.805929 + Penalty 4432.664781 = -1086913.141148
  nChanged 247
		SP:Iteration 8Q (3077.000000 sec): 3 clusters
  Score: Raw -1091468.827410 + Penalty 4432.664781 = -1087036.162629
  nChanged 224
		SP:Iteration 9Q (3077.030000 sec): 3 clusters
  Score: Raw -1091570.983721 + Penalty 4432.664781 = -1087138.318940
  nChanged 204
		SP:Iteration 10Q (3077.060000 sec): 3 clusters
  Score: Raw -1091675.022540 + Penalty 4432.664781 = -1087242.357759
  nChanged 195
		SP:Iteration 11Q (3077.090000 sec): 3 clusters
  Score: Raw -1091770.970545 + Penalty 4432.664781 = -1087338.305764
  nChanged 204
		SP:Iteration 12Q (3077.110000 sec): 3 clusters
  Score: Raw -1091860.643465 + Penalty 4432.664781 = -1087427.978684
  nChanged 163
		SP:Iteration 13Q (3077.140000 sec): 3 clusters
  Score: Raw -1091934.288131 + Penalty 4432.664781 = -1087501.623350
  nChanged 173
		SP:Iteration 14Q (3077.170000 sec): 3 clusters
  Score: Raw -1092016.483466 + Penalty 4432.664781 = -1087583.818685
  nChanged 146
		SP:Iteration 15Q (3077.200000 sec): 3 clusters
  Score: Raw -1092088.658144 + Penalty 4432.664781 = -1087655.993364
  nChanged 141
		SP:Iteration 16Q (3077.220000 sec): 3 clusters
  Score: Raw -1092158.531365 + Penalty 4432.664781 = -1087725.866584
  nChanged 147
		SP:Iteration 17Q (3077.250000 sec): 3 clusters
  Score: Raw -1092240.323698 + Penalty 4432.664781 = -1087807.658917
  nChanged 149
		SP:Iteration 18Q (3077.280000 sec): 3 clusters
  Score: Raw -1092325.833492 + Penalty 4432.664781 = -1087893.168711
  nChanged 138
		SP:Iteration 19Q (3077.300000 sec): 3 clusters
  Score: Raw -1092396.665793 + Penalty 4432.664781 = -1087964.001012
  nChanged 116
		SP:Iteration 20F (3077.330000 sec): 3 clusters
  Score: Raw -1092447.253947 + Penalty 4432.664781 = -1088014.589166
  nChanged 87
		SP:Iteration 21Q (3077.360000 sec): 3 clusters
  Score: Raw -1092484.917289 + Penalty 4432.664781 = -1088052.252509
  nChanged 87
		SP:Iteration 22Q (3077.380000 sec): 3 clusters
  Score: Raw -1092519.671629 + Penalty 4432.664781 = -1088087.006848
  nChanged 78
		SP:Iteration 23Q (3077.410000 sec): 3 clusters
  Score: Raw -1092552.103090 + Penalty 4432.664781 = -1088119.438309
  nChanged 72
		SP:Iteration 24Q (3077.440000 sec): 3 clusters
  Score: Raw -1092581.978698 + Penalty 4432.664781 = -1088149.313917
  nChanged 70
		SP:Iteration 25Q (3077.460000 sec): 3 clusters
  Score: Raw -1092609.704144 + Penalty 4432.664781 = -1088177.039363
  nChanged 57
		SP:Iteration 26Q (3077.490000 sec): 3 clusters
  Score: Raw -1092632.247011 + Penalty 4432.664781 = -1088199.582230
  nChanged 48
		SP:Iteration 27Q (3077.520000 sec): 3 clusters
  Score: Raw -1092656.318524 + Penalty 4432.664781 = -1088223.653743
  nChanged 56
		SP:Iteration 28Q (3077.540000 sec): 3 clusters
  Score: Raw -1092679.834382 + Penalty 4432.664781 = -1088247.169602
  nChanged 52
		SP:Iteration 29Q (3077.560000 sec): 3 clusters
  Score: Raw -1092699.341333 + Penalty 4432.664781 = -1088266.676552
  nChanged 53
		SP:Iteration 30Q (3077.590000 sec): 3 clusters
  Score: Raw -1092717.190451 + Penalty 4432.664781 = -1088284.525670
  nChanged 49
		SP:Iteration 31Q (3077.620000 sec): 3 clusters
  Score: Raw -1092738.296293 + Penalty 4432.664781 = -1088305.631512
  nChanged 47
		SP:Iteration 32Q (3077.640000 sec): 3 clusters
  Score: Raw -1092756.615361 + Penalty 4432.664781 = -1088323.950580
  nChanged 52
		SP:Iteration 33Q (3077.670000 sec): 3 clusters
  Score: Raw -1092773.742099 + Penalty 4432.664781 = -1088341.077318
  nChanged 55
		SP:Iteration 34Q (3077.690000 sec): 3 clusters
  Score: Raw -1092791.590174 + Penalty 4432.664781 = -1088358.925394
  nChanged 43
		SP:Iteration 35Q (3077.720000 sec): 3 clusters
  Score: Raw -1092809.430294 + Penalty 4432.664781 = -1088376.765513
  nChanged 43
		SP:Iteration 36Q (3077.740000 sec): 3 clusters
  Score: Raw -1092825.902235 + Penalty 4432.664781 = -1088393.237455
  nChanged 48
		SP:Iteration 37Q (3077.770000 sec): 3 clusters
  Score: Raw -1092841.491292 + Penalty 4432.664781 = -1088408.826511
  nChanged 42
		SP:Iteration 38Q (3077.790000 sec): 3 clusters
  Score: Raw -1092855.934353 + Penalty 4432.664781 = -1088423.269572
  nChanged 28
		SP:Iteration 39Q (3077.820000 sec): 3 clusters
  Score: Raw -1092864.837710 + Penalty 4432.664781 = -1088432.172929
  nChanged 28
		SP:Iteration 40F (3077.840000 sec): 3 clusters
  Score: Raw -1092872.034629 + Penalty 4432.664781 = -1088439.369849
  nChanged 15
		SP:Iteration 41Q (3077.870000 sec): 3 clusters
  Score: Raw -1092875.748568 + Penalty 4432.664781 = -1088443.083787
  nChanged 14
		SP:Iteration 42Q (3077.890000 sec): 3 clusters
  Score: Raw -1092878.767767 + Penalty 4432.664781 = -1088446.102987
  nChanged 12
		SP:Iteration 43Q (3077.920000 sec): 3 clusters
  Score: Raw -1092881.496907 + Penalty 4432.664781 = -1088448.832126
  nChanged 9
		SP:Iteration 44Q (3077.940000 sec): 3 clusters
  Score: Raw -1092883.308577 + Penalty 4432.664781 = -1088450.643796
  nChanged 5
		SP:Iteration 45Q (3077.970000 sec): 3 clusters
  Score: Raw -1092885.286073 + Penalty 4432.664781 = -1088452.621292
  nChanged 7
		SP:Iteration 46Q (3077.990000 sec): 3 clusters
  Score: Raw -1092886.909364 + Penalty 4432.664781 = -1088454.244583
  nChanged 11
		SP:Iteration 47Q (3078.020000 sec): 3 clusters
  Score: Raw -1092890.005226 + Penalty 4432.664781 = -1088457.340445
  nChanged 11
		SP:Iteration 48Q (3078.040000 sec): 3 clusters
  Score: Raw -1092891.880606 + Penalty 4432.664781 = -1088459.215825
  nChanged 6
		SP:Iteration 49Q (3078.070000 sec): 3 clusters
  Score: Raw -1092892.890265 + Penalty 4432.664781 = -1088460.225484
  nChanged 1
		SP:Iteration 50Q (3078.090000 sec): 3 clusters
  Score: Raw -1092892.998506 + Penalty 4432.664781 = -1088460.333725
  nChanged 1
		SP:Iteration 51Q (3078.120000 sec): 3 clusters
  Score: Raw -1092893.213817 + Penalty 4432.664781 = -1088460.549036
  nChanged 1
		SP:Iteration 52Q (3078.140000 sec): 3 clusters
  Score: Raw -1092893.381593 + Penalty 4432.664781 = -1088460.716813
  nChanged 0
		SP:Iteration 53F (3078.170000 sec): 3 clusters
  Score: Raw -1092893.381593 + Penalty 4432.664781 = -1088460.716813
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3078.180000 sec): 2 clusters
  Score: Raw -44434.578259 + Penalty 1441.904372 = -42992.673887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3078.180000 sec): 3 clusters
  Score: Raw -44586.962989 + Penalty 2883.808744 = -41703.154246
  nChanged 42
		SP:Iteration 1F (3078.180000 sec): 3 clusters
  Score: Raw -44702.973384 + Penalty 2883.808744 = -41819.164640
  nChanged 7
		SP:Iteration 2Q (3078.180000 sec): 3 clusters
  Score: Raw -44725.485755 + Penalty 2883.808744 = -41841.677012
  nChanged 1
		SP:Iteration 3Q (3078.180000 sec): 3 clusters
  Score: Raw -44727.988901 + Penalty 2883.808744 = -41844.180157
  nChanged 0
		SP:Iteration 4F (3078.180000 sec): 3 clusters
  Score: Raw -44727.988901 + Penalty 2883.808744 = -41844.180157
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3078.190000 sec): 2 clusters
  Score: Raw -280893.419903 + Penalty 1887.614234 = -279005.805669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3078.200000 sec): 3 clusters
  Score: Raw -280215.018783 + Penalty 3775.228468 = -276439.790316
  nChanged 690
		SP:Iteration 1F (3078.210000 sec): 3 clusters
  Score: Raw -281013.966598 + Penalty 3775.228468 = -277238.738130
  nChanged 232
		SP:Iteration 2F (3078.210000 sec): 3 clusters
  Score: Raw -281389.023260 + Penalty 3775.228468 = -277613.794792
  nChanged 160
		SP:Iteration 3F (3078.220000 sec): 3 clusters
  Score: Raw -281590.758175 + Penalty 3775.228468 = -277815.529707
  nChanged 101
		SP:Iteration 4Q (3078.230000 sec): 3 clusters
  Score: Raw -281701.685901 + Penalty 3775.228468 = -277926.457433
  nChanged 86
		SP:Iteration 5Q (3078.240000 sec): 3 clusters
  Score: Raw -281816.240788 + Penalty 3775.228468 = -278041.012320
  nChanged 73
		SP:Iteration 6Q (3078.240000 sec): 3 clusters
  Score: Raw -281921.913873 + Penalty 3775.228468 = -278146.685406
  nChanged 65
		SP:Iteration 7Q (3078.250000 sec): 3 clusters
  Score: Raw -282001.339565 + Penalty 3775.228468 = -278226.111097
  nChanged 43
		SP:Iteration 8Q (3078.260000 sec): 3 clusters
  Score: Raw -282044.191613 + Penalty 3775.228468 = -278268.963145
  nChanged 31
		SP:Iteration 9Q (3078.260000 sec): 3 clusters
  Score: Raw -282077.675559 + Penalty 3775.228468 = -278302.447092
  nChanged 19
		SP:Iteration 10Q (3078.270000 sec): 3 clusters
  Score: Raw -282099.501097 + Penalty 3775.228468 = -278324.272629
  nChanged 20
		SP:Iteration 11Q (3078.280000 sec): 3 clusters
  Score: Raw -282122.511322 + Penalty 3775.228468 = -278347.282855
  nChanged 12
		SP:Iteration 12Q (3078.280000 sec): 3 clusters
  Score: Raw -282134.163523 + Penalty 3775.228468 = -278358.935055
  nChanged 5
		SP:Iteration 13Q (3078.290000 sec): 3 clusters
  Score: Raw -282138.613413 + Penalty 3775.228468 = -278363.384945
  nChanged 6
		SP:Iteration 14Q (3078.300000 sec): 3 clusters
  Score: Raw -282143.552881 + Penalty 3775.228468 = -278368.324413
  nChanged 0
		SP:Iteration 15F (3078.300000 sec): 3 clusters
  Score: Raw -282143.552881 + Penalty 3775.228468 = -278368.324413
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (20289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3078.380000 sec): 2 clusters
  Score: Raw -2848035.106893 + Penalty 2459.622868 = -2845575.484025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3078.450000 sec): 3 clusters
  Score: Raw -2836191.717337 + Penalty 4919.245737 = -2831272.471601
  nChanged 8931
		SP:Iteration 1F (3078.520000 sec): 3 clusters
  Score: Raw -2841182.539020 + Penalty 4919.245737 = -2836263.293283
  nChanged 1174
		SP:Iteration 2F (3078.600000 sec): 3 clusters
  Score: Raw -2841713.940741 + Penalty 4919.245737 = -2836794.695005
  nChanged 1095
		SP:Iteration 3F (3078.670000 sec): 3 clusters
  Score: Raw -2842228.891024 + Penalty 4919.245737 = -2837309.645287
  nChanged 1068
		SP:Iteration 4F (3078.740000 sec): 3 clusters
  Score: Raw -2842753.158020 + Penalty 4919.245737 = -2837833.912283
  nChanged 1061
		SP:Iteration 5F (3078.820000 sec): 3 clusters
  Score: Raw -2843345.836618 + Penalty 4919.245737 = -2838426.590882
  nChanged 1181
		SP:Iteration 6F (3078.890000 sec): 3 clusters
  Score: Raw -2844155.574650 + Penalty 4919.245737 = -2839236.328914
  nChanged 1276
		SP:Iteration 7F (3078.960000 sec): 3 clusters
  Score: Raw -2845198.645470 + Penalty 4919.245737 = -2840279.399734
  nChanged 1162
		SP:Iteration 8F (3079.040000 sec): 3 clusters
  Score: Raw -2846216.588612 + Penalty 4919.245737 = -2841297.342876
  nChanged 911
		SP:Iteration 9Q (3079.110000 sec): 3 clusters
  Score: Raw -2847137.640976 + Penalty 4919.245737 = -2842218.395239
  nChanged 671
		SP:Iteration 10Q (3079.180000 sec): 3 clusters
  Score: Raw -2847824.338673 + Penalty 4919.245737 = -2842905.092937
  nChanged 462
		SP:Iteration 11Q (3079.250000 sec): 3 clusters
  Score: Raw -2848185.413972 + Penalty 4919.245737 = -2843266.168235
  nChanged 313
		SP:Iteration 12Q (3079.310000 sec): 3 clusters
  Score: Raw -2848375.986525 + Penalty 4919.245737 = -2843456.740789
  nChanged 214
		SP:Iteration 13Q (3079.370000 sec): 3 clusters
  Score: Raw -2848482.467194 + Penalty 4919.245737 = -2843563.221457
  nChanged 144
		SP:Iteration 14Q (3079.430000 sec): 3 clusters
  Score: Raw -2848541.277200 + Penalty 4919.245737 = -2843622.031464
  nChanged 119
		SP:Iteration 15Q (3079.490000 sec): 3 clusters
  Score: Raw -2848588.382909 + Penalty 4919.245737 = -2843669.137173
  nChanged 93
		SP:Iteration 16Q (3079.550000 sec): 3 clusters
  Score: Raw -2848619.541693 + Penalty 4919.245737 = -2843700.295957
  nChanged 57
		SP:Iteration 17Q (3079.600000 sec): 3 clusters
  Score: Raw -2848638.483644 + Penalty 4919.245737 = -2843719.237907
  nChanged 51
		SP:Iteration 18Q (3079.660000 sec): 3 clusters
  Score: Raw -2848653.851428 + Penalty 4919.245737 = -2843734.605691
  nChanged 38
		SP:Iteration 19Q (3079.720000 sec): 3 clusters
  Score: Raw -2848664.911878 + Penalty 4919.245737 = -2843745.666142
  nChanged 28
		SP:Iteration 20F (3079.800000 sec): 3 clusters
  Score: Raw -2848671.640002 + Penalty 4919.245737 = -2843752.394266
  nChanged 19
		SP:Iteration 21Q (3079.850000 sec): 3 clusters
  Score: Raw -2848675.345321 + Penalty 4919.245737 = -2843756.099584
  nChanged 19
		SP:Iteration 22Q (3079.910000 sec): 3 clusters
  Score: Raw -2848680.738044 + Penalty 4919.245737 = -2843761.492307
  nChanged 14
		SP:Iteration 23Q (3079.970000 sec): 3 clusters
  Score: Raw -2848683.659973 + Penalty 4919.245737 = -2843764.414236
  nChanged 9
		SP:Iteration 24Q (3080.020000 sec): 3 clusters
  Score: Raw -2848685.381574 + Penalty 4919.245737 = -2843766.135838
  nChanged 9
		SP:Iteration 25Q (3080.080000 sec): 3 clusters
  Score: Raw -2848687.460054 + Penalty 4919.245737 = -2843768.214317
  nChanged 11
		SP:Iteration 26Q (3080.140000 sec): 3 clusters
  Score: Raw -2848689.666769 + Penalty 4919.245737 = -2843770.421033
  nChanged 10
		SP:Iteration 27Q (3080.200000 sec): 3 clusters
  Score: Raw -2848692.237802 + Penalty 4919.245737 = -2843772.992066
  nChanged 10
		SP:Iteration 28Q (3080.250000 sec): 3 clusters
  Score: Raw -2848694.561978 + Penalty 4919.245737 = -2843775.316242
  nChanged 10
		SP:Iteration 29Q (3080.310000 sec): 3 clusters
  Score: Raw -2848696.689193 + Penalty 4919.245737 = -2843777.443457
  nChanged 9
		SP:Iteration 30Q (3080.360000 sec): 3 clusters
  Score: Raw -2848698.896020 + Penalty 4919.245737 = -2843779.650284
  nChanged 5
		SP:Iteration 31Q (3080.420000 sec): 3 clusters
  Score: Raw -2848699.986428 + Penalty 4919.245737 = -2843780.740692
  nChanged 4
		SP:Iteration 32Q (3080.480000 sec): 3 clusters
  Score: Raw -2848700.618580 + Penalty 4919.245737 = -2843781.372844
  nChanged 3
		SP:Iteration 33Q (3080.540000 sec): 3 clusters
  Score: Raw -2848701.464400 + Penalty 4919.245737 = -2843782.218663
  nChanged 1
		SP:Iteration 34Q (3080.590000 sec): 3 clusters
  Score: Raw -2848701.677649 + Penalty 4919.245737 = -2843782.431913
  nChanged 1
		SP:Iteration 35Q (3080.650000 sec): 3 clusters
  Score: Raw -2848701.901377 + Penalty 4919.245737 = -2843782.655641
  nChanged 1
		SP:Iteration 36Q (3080.710000 sec): 3 clusters
  Score: Raw -2848702.345588 + Penalty 4919.245737 = -2843783.099851
  nChanged 4
		SP:Iteration 37Q (3080.760000 sec): 3 clusters
  Score: Raw -2848703.150916 + Penalty 4919.245737 = -2843783.905179
  nChanged 3
		SP:Iteration 38Q (3080.820000 sec): 3 clusters
  Score: Raw -2848703.415831 + Penalty 4919.245737 = -2843784.170095
  nChanged 0
		SP:Iteration 39F (3080.900000 sec): 3 clusters
  Score: Raw -2848703.415831 + Penalty 4919.245737 = -2843784.170095
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (42690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3081.040000 sec): 2 clusters
  Score: Raw -6589854.113890 + Penalty 2644.106555 = -6587210.007335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3081.200000 sec): 3 clusters
  Score: Raw -6563605.898993 + Penalty 5288.213110 = -6558317.685883
  nChanged 19679
		SP:Iteration 1F (3081.360000 sec): 3 clusters
  Score: Raw -6574434.591361 + Penalty 5288.213110 = -6569146.378251
  nChanged 1734
		SP:Iteration 2Q (3081.530000 sec): 3 clusters
  Score: Raw -6574911.714606 + Penalty 5288.213110 = -6569623.501496
  nChanged 1528
		SP:Iteration 3Q (3081.690000 sec): 3 clusters
  Score: Raw -6575345.896757 + Penalty 5288.213110 = -6570057.683647
  nChanged 1480
		SP:Iteration 4Q (3081.860000 sec): 3 clusters
  Score: Raw -6575773.009014 + Penalty 5288.213110 = -6570484.795904
  nChanged 1480
		SP:Iteration 5Q (3082.020000 sec): 3 clusters
  Score: Raw -6576241.526295 + Penalty 5288.213110 = -6570953.313185
  nChanged 1501
		SP:Iteration 6Q (3082.180000 sec): 3 clusters
  Score: Raw -6576759.606327 + Penalty 5288.213110 = -6571471.393217
  nChanged 1614
		SP:Iteration 7Q (3082.340000 sec): 3 clusters
  Score: Raw -6577397.455929 + Penalty 5288.213110 = -6572109.242819
  nChanged 1693
		SP:Iteration 8Q (3082.500000 sec): 3 clusters
  Score: Raw -6578138.100468 + Penalty 5288.213110 = -6572849.887358
  nChanged 1870
		SP:Iteration 9Q (3082.670000 sec): 3 clusters
  Score: Raw -6579074.421481 + Penalty 5288.213110 = -6573786.208371
  nChanged 2054
		SP:Iteration 10Q (3082.830000 sec): 3 clusters
  Score: Raw -6580085.096921 + Penalty 5288.213110 = -6574796.883811
  nChanged 2007
		SP:Iteration 11Q (3083.000000 sec): 3 clusters
  Score: Raw -6581044.986153 + Penalty 5288.213110 = -6575756.773043
  nChanged 1906
		SP:Iteration 12Q (3083.160000 sec): 3 clusters
  Score: Raw -6581907.811637 + Penalty 5288.213110 = -6576619.598527
  nChanged 1720
		SP:Iteration 13Q (3083.320000 sec): 3 clusters
  Score: Raw -6582622.038245 + Penalty 5288.213110 = -6577333.825135
  nChanged 1454
		SP:Iteration 14Q (3083.480000 sec): 3 clusters
  Score: Raw -6583186.525115 + Penalty 5288.213110 = -6577898.312005
  nChanged 1222
		SP:Iteration 15Q (3083.640000 sec): 3 clusters
  Score: Raw -6583657.773109 + Penalty 5288.213110 = -6578369.559999
  nChanged 1082
		SP:Iteration 16Q (3083.800000 sec): 3 clusters
  Score: Raw -6584028.589148 + Penalty 5288.213110 = -6578740.376038
  nChanged 897
		SP:Iteration 17Q (3083.960000 sec): 3 clusters
  Score: Raw -6584317.796861 + Penalty 5288.213110 = -6579029.583751
  nChanged 769
		SP:Iteration 18Q (3084.120000 sec): 3 clusters
  Score: Raw -6584523.715894 + Penalty 5288.213110 = -6579235.502784
  nChanged 600
		SP:Iteration 19Q (3084.280000 sec): 3 clusters
  Score: Raw -6584664.151744 + Penalty 5288.213110 = -6579375.938634
  nChanged 502
		SP:Iteration 20F (3084.440000 sec): 3 clusters
  Score: Raw -6584775.158209 + Penalty 5288.213110 = -6579486.945099
  nChanged 471
		SP:Iteration 21Q (3084.600000 sec): 3 clusters
  Score: Raw -6584882.370436 + Penalty 5288.213110 = -6579594.157326
  nChanged 474
		SP:Iteration 22Q (3084.760000 sec): 3 clusters
  Score: Raw -6584985.982819 + Penalty 5288.213110 = -6579697.769709
  nChanged 430
		SP:Iteration 23Q (3084.920000 sec): 3 clusters
  Score: Raw -6585082.257985 + Penalty 5288.213110 = -6579794.044875
  nChanged 479
		SP:Iteration 24Q (3085.070000 sec): 3 clusters
  Score: Raw -6585185.259955 + Penalty 5288.213110 = -6579897.046845
  nChanged 460
		SP:Iteration 25Q (3085.230000 sec): 3 clusters
  Score: Raw -6585289.570695 + Penalty 5288.213110 = -6580001.357585
  nChanged 509
		SP:Iteration 26Q (3085.380000 sec): 3 clusters
  Score: Raw -6585405.429878 + Penalty 5288.213110 = -6580117.216768
  nChanged 490
		SP:Iteration 27Q (3085.540000 sec): 3 clusters
  Score: Raw -6585508.108636 + Penalty 5288.213110 = -6580219.895526
  nChanged 464
		SP:Iteration 28Q (3085.700000 sec): 3 clusters
  Score: Raw -6585598.506128 + Penalty 5288.213110 = -6580310.293018
  nChanged 466
		SP:Iteration 29Q (3085.860000 sec): 3 clusters
  Score: Raw -6585695.106626 + Penalty 5288.213110 = -6580406.893516
  nChanged 480
		SP:Iteration 30Q (3086.020000 sec): 3 clusters
  Score: Raw -6585801.054084 + Penalty 5288.213110 = -6580512.840974
  nChanged 496
		SP:Iteration 31Q (3086.190000 sec): 3 clusters
  Score: Raw -6585916.817800 + Penalty 5288.213110 = -6580628.604690
  nChanged 516
		SP:Iteration 32Q (3086.350000 sec): 3 clusters
  Score: Raw -6586054.658724 + Penalty 5288.213110 = -6580766.445614
  nChanged 573
		SP:Iteration 33Q (3086.520000 sec): 3 clusters
  Score: Raw -6586217.334964 + Penalty 5288.213110 = -6580929.121854
  nChanged 573
		SP:Iteration 34Q (3086.680000 sec): 3 clusters
  Score: Raw -6586396.513272 + Penalty 5288.213110 = -6581108.300162
  nChanged 626
		SP:Iteration 35Q (3086.840000 sec): 3 clusters
  Score: Raw -6586599.075125 + Penalty 5288.213110 = -6581310.862015
  nChanged 623
		SP:Iteration 36Q (3087.000000 sec): 3 clusters
  Score: Raw -6586811.206407 + Penalty 5288.213110 = -6581522.993297
  nChanged 651
		SP:Iteration 37Q (3087.160000 sec): 3 clusters
  Score: Raw -6587056.377536 + Penalty 5288.213110 = -6581768.164426
  nChanged 665
		SP:Iteration 38Q (3087.310000 sec): 3 clusters
  Score: Raw -6587327.176808 + Penalty 5288.213110 = -6582038.963698
  nChanged 675
		SP:Iteration 39Q (3087.470000 sec): 3 clusters
  Score: Raw -6587613.975759 + Penalty 5288.213110 = -6582325.762649
  nChanged 630
		SP:Iteration 40F (3087.640000 sec): 3 clusters
  Score: Raw -6587901.216679 + Penalty 5288.213110 = -6582613.003569
  nChanged 595
		SP:Iteration 41Q (3087.790000 sec): 3 clusters
  Score: Raw -6588172.428463 + Penalty 5288.213110 = -6582884.215353
  nChanged 544
		SP:Iteration 42Q (3087.940000 sec): 3 clusters
  Score: Raw -6588432.658902 + Penalty 5288.213110 = -6583144.445792
  nChanged 514
		SP:Iteration 43Q (3088.090000 sec): 3 clusters
  Score: Raw -6588713.366674 + Penalty 5288.213110 = -6583425.153564
  nChanged 482
		SP:Iteration 44Q (3088.230000 sec): 3 clusters
  Score: Raw -6588982.417278 + Penalty 5288.213110 = -6583694.204168
  nChanged 451
		SP:Iteration 45Q (3088.380000 sec): 3 clusters
  Score: Raw -6589237.824693 + Penalty 5288.213110 = -6583949.611583
  nChanged 423
		SP:Iteration 46Q (3088.520000 sec): 3 clusters
  Score: Raw -6589448.888510 + Penalty 5288.213110 = -6584160.675400
  nChanged 354
		SP:Iteration 47Q (3088.660000 sec): 3 clusters
  Score: Raw -6589618.743960 + Penalty 5288.213110 = -6584330.530850
  nChanged 307
		SP:Iteration 48Q (3088.800000 sec): 3 clusters
  Score: Raw -6589764.049815 + Penalty 5288.213110 = -6584475.836705
  nChanged 253
		SP:Iteration 49Q (3088.940000 sec): 3 clusters
  Score: Raw -6589872.024173 + Penalty 5288.213110 = -6584583.811063
  nChanged 240
		SP:Iteration 50Q (3089.070000 sec): 3 clusters
  Score: Raw -6589967.040886 + Penalty 5288.213110 = -6584678.827776
  nChanged 212
		SP:Iteration 51Q (3089.210000 sec): 3 clusters
  Score: Raw -6590042.485289 + Penalty 5288.213110 = -6584754.272179
  nChanged 166
		SP:Iteration 52Q (3089.340000 sec): 3 clusters
  Score: Raw -6590093.888414 + Penalty 5288.213110 = -6584805.675304
  nChanged 141
		SP:Iteration 53Q (3089.470000 sec): 3 clusters
  Score: Raw -6590135.416578 + Penalty 5288.213110 = -6584847.203468
  nChanged 111
		SP:Iteration 54Q (3089.600000 sec): 3 clusters
  Score: Raw -6590168.416343 + Penalty 5288.213110 = -6584880.203233
  nChanged 96
		SP:Iteration 55Q (3089.740000 sec): 3 clusters
  Score: Raw -6590192.117057 + Penalty 5288.213110 = -6584903.903947
  nChanged 71
		SP:Iteration 56Q (3089.860000 sec): 3 clusters
  Score: Raw -6590207.730893 + Penalty 5288.213110 = -6584919.517783
  nChanged 60
		SP:Iteration 57Q (3090.000000 sec): 3 clusters
  Score: Raw -6590218.513500 + Penalty 5288.213110 = -6584930.300390
  nChanged 52
		SP:Iteration 58Q (3090.120000 sec): 3 clusters
  Score: Raw -6590229.131798 + Penalty 5288.213110 = -6584940.918688
  nChanged 39
		SP:Iteration 59Q (3090.260000 sec): 3 clusters
  Score: Raw -6590236.005475 + Penalty 5288.213110 = -6584947.792365
  nChanged 34
		SP:Iteration 60F (3090.420000 sec): 3 clusters
  Score: Raw -6590243.017217 + Penalty 5288.213110 = -6584954.804107
  nChanged 36
		SP:Iteration 61Q (3090.550000 sec): 3 clusters
  Score: Raw -6590250.838266 + Penalty 5288.213110 = -6584962.625156
  nChanged 39
		SP:Iteration 62Q (3090.680000 sec): 3 clusters
  Score: Raw -6590258.461112 + Penalty 5288.213110 = -6584970.248002
  nChanged 25
		SP:Iteration 63Q (3090.810000 sec): 3 clusters
  Score: Raw -6590263.114446 + Penalty 5288.213110 = -6584974.901336
  nChanged 27
		SP:Iteration 64Q (3090.940000 sec): 3 clusters
  Score: Raw -6590267.591471 + Penalty 5288.213110 = -6584979.378361
  nChanged 31
		SP:Iteration 65Q (3091.080000 sec): 3 clusters
  Score: Raw -6590272.760136 + Penalty 5288.213110 = -6584984.547026
  nChanged 28
		SP:Iteration 66Q (3091.200000 sec): 3 clusters
  Score: Raw -6590278.780973 + Penalty 5288.213110 = -6584990.567863
  nChanged 30
		SP:Iteration 67Q (3091.330000 sec): 3 clusters
  Score: Raw -6590285.176550 + Penalty 5288.213110 = -6584996.963440
  nChanged 26
		SP:Iteration 68Q (3091.460000 sec): 3 clusters
  Score: Raw -6590290.442178 + Penalty 5288.213110 = -6585002.229068
  nChanged 18
		SP:Iteration 69Q (3091.590000 sec): 3 clusters
  Score: Raw -6590294.244220 + Penalty 5288.213110 = -6585006.031110
  nChanged 20
		SP:Iteration 70Q (3091.720000 sec): 3 clusters
  Score: Raw -6590297.743995 + Penalty 5288.213110 = -6585009.530885
  nChanged 11
		SP:Iteration 71Q (3091.850000 sec): 3 clusters
  Score: Raw -6590299.554896 + Penalty 5288.213110 = -6585011.341786
  nChanged 10
		SP:Iteration 72Q (3091.980000 sec): 3 clusters
  Score: Raw -6590301.531298 + Penalty 5288.213110 = -6585013.318188
  nChanged 16
		SP:Iteration 73Q (3092.100000 sec): 3 clusters
  Score: Raw -6590304.630977 + Penalty 5288.213110 = -6585016.417867
  nChanged 16
		SP:Iteration 74Q (3092.230000 sec): 3 clusters
  Score: Raw -6590307.983322 + Penalty 5288.213110 = -6585019.770212
  nChanged 13
		SP:Iteration 75Q (3092.360000 sec): 3 clusters
  Score: Raw -6590310.658411 + Penalty 5288.213110 = -6585022.445302
  nChanged 14
		SP:Iteration 76Q (3092.490000 sec): 3 clusters
  Score: Raw -6590312.996893 + Penalty 5288.213110 = -6585024.783783
  nChanged 11
		SP:Iteration 77Q (3092.620000 sec): 3 clusters
  Score: Raw -6590314.474207 + Penalty 5288.213110 = -6585026.261097
  nChanged 9
		SP:Iteration 78Q (3092.740000 sec): 3 clusters
  Score: Raw -6590315.859483 + Penalty 5288.213110 = -6585027.646373
  nChanged 3
		SP:Iteration 79Q (3092.880000 sec): 3 clusters
  Score: Raw -6590316.188892 + Penalty 5288.213110 = -6585027.975782
  nChanged 2
		SP:Iteration 80F (3093.040000 sec): 3 clusters
  Score: Raw -6590316.498792 + Penalty 5288.213110 = -6585028.285682
  nChanged 4
		SP:Iteration 81Q (3093.180000 sec): 3 clusters
  Score: Raw -6590317.219914 + Penalty 5288.213110 = -6585029.006804
  nChanged 3
		SP:Iteration 82Q (3093.300000 sec): 3 clusters
  Score: Raw -6590317.741982 + Penalty 5288.213110 = -6585029.528872
  nChanged 3
		SP:Iteration 83Q (3093.430000 sec): 3 clusters
  Score: Raw -6590318.067621 + Penalty 5288.213110 = -6585029.854511
  nChanged 1
		SP:Iteration 84Q (3093.560000 sec): 3 clusters
  Score: Raw -6590318.246541 + Penalty 5288.213110 = -6585030.033431
  nChanged 3
		SP:Iteration 85Q (3093.680000 sec): 3 clusters
  Score: Raw -6590318.691711 + Penalty 5288.213110 = -6585030.478601
  nChanged 6
		SP:Iteration 86Q (3093.810000 sec): 3 clusters
  Score: Raw -6590319.631042 + Penalty 5288.213110 = -6585031.417932
  nChanged 3
		SP:Iteration 87Q (3093.940000 sec): 3 clusters
  Score: Raw -6590319.948786 + Penalty 5288.213110 = -6585031.735676
  nChanged 4
		SP:Iteration 88Q (3094.070000 sec): 3 clusters
  Score: Raw -6590320.394466 + Penalty 5288.213110 = -6585032.181357
  nChanged 2
		SP:Iteration 89Q (3094.200000 sec): 3 clusters
  Score: Raw -6590320.690575 + Penalty 5288.213110 = -6585032.477465
  nChanged 1
		SP:Iteration 90Q (3094.320000 sec): 3 clusters
  Score: Raw -6590320.796310 + Penalty 5288.213110 = -6585032.583200
  nChanged 0
		SP:Iteration 91F (3094.490000 sec): 3 clusters
  Score: Raw -6590320.796310 + Penalty 5288.213110 = -6585032.583200
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3094.930000 sec): 2 clusters
  Score: Raw -17410225.240605 + Penalty 2899.304819 = -17407325.935786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3095.420000 sec): 3 clusters
  Score: Raw -17333193.034114 + Penalty 5798.609638 = -17327394.424477
  nChanged 56788
		SP:Iteration 1F (3095.910000 sec): 3 clusters
  Score: Raw -17366145.735395 + Penalty 5798.609638 = -17360347.125757
  nChanged 4584
		SP:Iteration 2Q (3096.410000 sec): 3 clusters
  Score: Raw -17367766.741908 + Penalty 5798.609638 = -17361968.132271
  nChanged 5536
		SP:Iteration 3Q (3096.910000 sec): 3 clusters
  Score: Raw -17370478.691704 + Penalty 5798.609638 = -17364680.082066
  nChanged 7008
		SP:Iteration 4F (3097.400000 sec): 3 clusters
  Score: Raw -17375171.843341 + Penalty 5798.609638 = -17369373.233703
  nChanged 8557
		SP:Iteration 5F (3097.890000 sec): 3 clusters
  Score: Raw -17382294.820139 + Penalty 5798.609638 = -17376496.210502
  nChanged 8746
		SP:Iteration 6F (3098.380000 sec): 3 clusters
  Score: Raw -17390098.960103 + Penalty 5798.609638 = -17384300.350465
  nChanged 7408
		SP:Iteration 7F (3098.880000 sec): 3 clusters
  Score: Raw -17395648.583179 + Penalty 5798.609638 = -17389849.973542
  nChanged 5467
		SP:Iteration 8Q (3099.350000 sec): 3 clusters
  Score: Raw -17398658.342493 + Penalty 5798.609638 = -17392859.732856
  nChanged 4111
		SP:Iteration 9Q (3099.800000 sec): 3 clusters
  Score: Raw -17400405.892450 + Penalty 5798.609638 = -17394607.282813
  nChanged 3234
		SP:Iteration 10Q (3100.260000 sec): 3 clusters
  Score: Raw -17401571.251707 + Penalty 5798.609638 = -17395772.642069
  nChanged 2701
		SP:Iteration 11Q (3100.700000 sec): 3 clusters
  Score: Raw -17402439.644242 + Penalty 5798.609638 = -17396641.034605
  nChanged 2315
		SP:Iteration 12Q (3101.140000 sec): 3 clusters
  Score: Raw -17403133.098993 + Penalty 5798.609638 = -17397334.489355
  nChanged 2030
		SP:Iteration 13Q (3101.580000 sec): 3 clusters
  Score: Raw -17403707.456175 + Penalty 5798.609638 = -17397908.846537
  nChanged 1875
		SP:Iteration 14Q (3102.030000 sec): 3 clusters
  Score: Raw -17404230.961606 + Penalty 5798.609638 = -17398432.351968
  nChanged 1687
		SP:Iteration 15Q (3102.460000 sec): 3 clusters
  Score: Raw -17404705.472850 + Penalty 5798.609638 = -17398906.863212
  nChanged 1619
		SP:Iteration 16Q (3102.900000 sec): 3 clusters
  Score: Raw -17405162.834872 + Penalty 5798.609638 = -17399364.225234
  nChanged 1565
		SP:Iteration 17Q (3103.340000 sec): 3 clusters
  Score: Raw -17405597.461790 + Penalty 5798.609638 = -17399798.852153
  nChanged 1577
		SP:Iteration 18Q (3103.780000 sec): 3 clusters
  Score: Raw -17406021.291986 + Penalty 5798.609638 = -17400222.682348
  nChanged 1565
		SP:Iteration 19Q (3104.220000 sec): 3 clusters
  Score: Raw -17406433.122740 + Penalty 5798.609638 = -17400634.513103
  nChanged 1538
		SP:Iteration 20F (3104.690000 sec): 3 clusters
  Score: Raw -17406837.411423 + Penalty 5798.609638 = -17401038.801786
  nChanged 1552
		SP:Iteration 21Q (3105.110000 sec): 3 clusters
  Score: Raw -17407243.615397 + Penalty 5798.609638 = -17401445.005760
  nChanged 1562
		SP:Iteration 22Q (3105.530000 sec): 3 clusters
  Score: Raw -17407658.342549 + Penalty 5798.609638 = -17401859.732912
  nChanged 1583
		SP:Iteration 23Q (3105.950000 sec): 3 clusters
  Score: Raw -17408083.678516 + Penalty 5798.609638 = -17402285.068878
  nChanged 1559
		SP:Iteration 24Q (3106.360000 sec): 3 clusters
  Score: Raw -17408514.643307 + Penalty 5798.609638 = -17402716.033670
  nChanged 1566
		SP:Iteration 25Q (3106.780000 sec): 3 clusters
  Score: Raw -17408955.900017 + Penalty 5798.609638 = -17403157.290379
  nChanged 1558
		SP:Iteration 26Q (3107.200000 sec): 3 clusters
  Score: Raw -17409371.768525 + Penalty 5798.609638 = -17403573.158887
  nChanged 1461
		SP:Iteration 27Q (3107.610000 sec): 3 clusters
  Score: Raw -17409749.516688 + Penalty 5798.609638 = -17403950.907050
  nChanged 1346
		SP:Iteration 28Q (3108.030000 sec): 3 clusters
  Score: Raw -17410078.328317 + Penalty 5798.609638 = -17404279.718679
  nChanged 1236
		SP:Iteration 29Q (3108.440000 sec): 3 clusters
  Score: Raw -17410355.503547 + Penalty 5798.609638 = -17404556.893910
  nChanged 1169
		SP:Iteration 30Q (3108.850000 sec): 3 clusters
  Score: Raw -17410602.792516 + Penalty 5798.609638 = -17404804.182878
  nChanged 1086
		SP:Iteration 31Q (3109.260000 sec): 3 clusters
  Score: Raw -17410813.527017 + Penalty 5798.609638 = -17405014.917379
  nChanged 997
		SP:Iteration 32Q (3109.670000 sec): 3 clusters
  Score: Raw -17410986.582517 + Penalty 5798.609638 = -17405187.972879
  nChanged 830
		SP:Iteration 33Q (3110.070000 sec): 3 clusters
  Score: Raw -17411110.617577 + Penalty 5798.609638 = -17405312.007939
  nChanged 719
		SP:Iteration 34Q (3110.480000 sec): 3 clusters
  Score: Raw -17411201.920885 + Penalty 5798.609638 = -17405403.311247
  nChanged 652
		SP:Iteration 35Q (3110.890000 sec): 3 clusters
  Score: Raw -17411277.800844 + Penalty 5798.609638 = -17405479.191206
  nChanged 562
		SP:Iteration 36Q (3111.290000 sec): 3 clusters
  Score: Raw -17411337.103198 + Penalty 5798.609638 = -17405538.493560
  nChanged 538
		SP:Iteration 37Q (3111.690000 sec): 3 clusters
  Score: Raw -17411392.672840 + Penalty 5798.609638 = -17405594.063202
  nChanged 503
		SP:Iteration 38Q (3112.100000 sec): 3 clusters
  Score: Raw -17411440.453873 + Penalty 5798.609638 = -17405641.844235
  nChanged 458
		SP:Iteration 39Q (3112.510000 sec): 3 clusters
  Score: Raw -17411483.781606 + Penalty 5798.609638 = -17405685.171968
  nChanged 432
		SP:Iteration 40F (3112.950000 sec): 3 clusters
  Score: Raw -17411521.646093 + Penalty 5798.609638 = -17405723.036456
  nChanged 364
		SP:Iteration 41Q (3113.380000 sec): 3 clusters
  Score: Raw -17411548.085305 + Penalty 5798.609638 = -17405749.475667
  nChanged 296
		SP:Iteration 42Q (3113.810000 sec): 3 clusters
  Score: Raw -17411568.095902 + Penalty 5798.609638 = -17405769.486264
  nChanged 276
		SP:Iteration 43Q (3114.230000 sec): 3 clusters
  Score: Raw -17411585.372299 + Penalty 5798.609638 = -17405786.762662
  nChanged 258
		SP:Iteration 44Q (3114.650000 sec): 3 clusters
  Score: Raw -17411599.282734 + Penalty 5798.609638 = -17405800.673097
  nChanged 205
		SP:Iteration 45Q (3115.080000 sec): 3 clusters
  Score: Raw -17411608.826189 + Penalty 5798.609638 = -17405810.216551
  nChanged 157
		SP:Iteration 46Q (3115.500000 sec): 3 clusters
  Score: Raw -17411615.151821 + Penalty 5798.609638 = -17405816.542183
  nChanged 119
		SP:Iteration 47Q (3115.930000 sec): 3 clusters
  Score: Raw -17411619.232039 + Penalty 5798.609638 = -17405820.622402
  nChanged 107
		SP:Iteration 48Q (3116.360000 sec): 3 clusters
  Score: Raw -17411622.674757 + Penalty 5798.609638 = -17405824.065119
  nChanged 100
		SP:Iteration 49Q (3116.780000 sec): 3 clusters
  Score: Raw -17411625.730577 + Penalty 5798.609638 = -17405827.120940
  nChanged 88
		SP:Iteration 50Q (3117.200000 sec): 3 clusters
  Score: Raw -17411628.209325 + Penalty 5798.609638 = -17405829.599687
  nChanged 68
		SP:Iteration 51Q (3117.630000 sec): 3 clusters
  Score: Raw -17411630.191251 + Penalty 5798.609638 = -17405831.581614
  nChanged 59
		SP:Iteration 52Q (3118.050000 sec): 3 clusters
  Score: Raw -17411631.928563 + Penalty 5798.609638 = -17405833.318925
  nChanged 61
		SP:Iteration 53Q (3118.470000 sec): 3 clusters
  Score: Raw -17411633.504613 + Penalty 5798.609638 = -17405834.894975
  nChanged 51
		SP:Iteration 54Q (3118.900000 sec): 3 clusters
  Score: Raw -17411634.535806 + Penalty 5798.609638 = -17405835.926169
  nChanged 54
		SP:Iteration 55Q (3119.320000 sec): 3 clusters
  Score: Raw -17411635.750453 + Penalty 5798.609638 = -17405837.140815
  nChanged 52
		SP:Iteration 56Q (3119.740000 sec): 3 clusters
  Score: Raw -17411636.774013 + Penalty 5798.609638 = -17405838.164375
  nChanged 43
		SP:Iteration 57Q (3120.160000 sec): 3 clusters
  Score: Raw -17411637.618289 + Penalty 5798.609638 = -17405839.008651
  nChanged 40
		SP:Iteration 58Q (3120.620000 sec): 3 clusters
  Score: Raw -17411638.275353 + Penalty 5798.609638 = -17405839.665715
  nChanged 25
		SP:Iteration 59Q (3121.070000 sec): 3 clusters
  Score: Raw -17411638.656347 + Penalty 5798.609638 = -17405840.046709
  nChanged 21
		SP:Iteration 60F (3121.550000 sec): 3 clusters
  Score: Raw -17411638.931656 + Penalty 5798.609638 = -17405840.322019
  nChanged 19
		SP:Iteration 61Q (3122.010000 sec): 3 clusters
  Score: Raw -17411639.244083 + Penalty 5798.609638 = -17405840.634446
  nChanged 9
		SP:Iteration 62Q (3122.470000 sec): 3 clusters
  Score: Raw -17411639.339620 + Penalty 5798.609638 = -17405840.729982
  nChanged 7
		SP:Iteration 63Q (3122.920000 sec): 3 clusters
  Score: Raw -17411639.412224 + Penalty 5798.609638 = -17405840.802586
  nChanged 5
		SP:Iteration 64Q (3123.380000 sec): 3 clusters
  Score: Raw -17411639.460049 + Penalty 5798.609638 = -17405840.850411
  nChanged 3
		SP:Iteration 65Q (3123.830000 sec): 3 clusters
  Score: Raw -17411639.488701 + Penalty 5798.609638 = -17405840.879063
  nChanged 4
		SP:Iteration 66Q (3124.300000 sec): 3 clusters
  Score: Raw -17411639.539637 + Penalty 5798.609638 = -17405840.929999
  nChanged 5
		SP:Iteration 67Q (3124.760000 sec): 3 clusters
  Score: Raw -17411639.616145 + Penalty 5798.609638 = -17405841.006508
  nChanged 4
		SP:Iteration 68Q (3125.210000 sec): 3 clusters
  Score: Raw -17411639.659125 + Penalty 5798.609638 = -17405841.049487
  nChanged 3
		SP:Iteration 69Q (3125.670000 sec): 3 clusters
  Score: Raw -17411639.678397 + Penalty 5798.609638 = -17405841.068760
  nChanged 3
		SP:Iteration 70Q (3126.120000 sec): 3 clusters
  Score: Raw -17411639.708294 + Penalty 5798.609638 = -17405841.098657
  nChanged 2
		SP:Iteration 71Q (3126.580000 sec): 3 clusters
  Score: Raw -17411639.731632 + Penalty 5798.609638 = -17405841.121994
  nChanged 0
		SP:Iteration 72F (3127.070000 sec): 3 clusters
  Score: Raw -17411639.731632 + Penalty 5798.609638 = -17405841.121994
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3127.160000 sec): 2 clusters
  Score: Raw -1775832.895195 + Penalty 2321.847580 = -1773511.047615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3127.200000 sec): 3 clusters
  Score: Raw -1769433.793264 + Penalty 4643.695160 = -1764790.098104
  nChanged 4882
		SP:Iteration 1F (3127.250000 sec): 3 clusters
  Score: Raw -1771978.650812 + Penalty 4643.695160 = -1767334.955653
  nChanged 669
		SP:Iteration 2F (3127.290000 sec): 3 clusters
  Score: Raw -1772240.424033 + Penalty 4643.695160 = -1767596.728874
  nChanged 522
		SP:Iteration 3Q (3127.340000 sec): 3 clusters
  Score: Raw -1772429.559652 + Penalty 4643.695160 = -1767785.864492
  nChanged 409
		SP:Iteration 4Q (3127.390000 sec): 3 clusters
  Score: Raw -1772571.830550 + Penalty 4643.695160 = -1767928.135390
  nChanged 367
		SP:Iteration 5Q (3127.430000 sec): 3 clusters
  Score: Raw -1772695.740866 + Penalty 4643.695160 = -1768052.045706
  nChanged 318
		SP:Iteration 6Q (3127.480000 sec): 3 clusters
  Score: Raw -1772803.082624 + Penalty 4643.695160 = -1768159.387464
  nChanged 267
		SP:Iteration 7Q (3127.530000 sec): 3 clusters
  Score: Raw -1772894.587307 + Penalty 4643.695160 = -1768250.892148
  nChanged 290
		SP:Iteration 8Q (3127.570000 sec): 3 clusters
  Score: Raw -1773007.161354 + Penalty 4643.695160 = -1768363.466194
  nChanged 362
		SP:Iteration 9Q (3127.620000 sec): 3 clusters
  Score: Raw -1773187.886252 + Penalty 4643.695160 = -1768544.191092
  nChanged 420
		SP:Iteration 10Q (3127.670000 sec): 3 clusters
  Score: Raw -1773421.097975 + Penalty 4643.695160 = -1768777.402816
  nChanged 504
		SP:Iteration 11Q (3127.710000 sec): 3 clusters
  Score: Raw -1773722.135430 + Penalty 4643.695160 = -1769078.440271
  nChanged 534
		SP:Iteration 12Q (3127.760000 sec): 3 clusters
  Score: Raw -1774072.126660 + Penalty 4643.695160 = -1769428.431501
  nChanged 544
		SP:Iteration 13Q (3127.810000 sec): 3 clusters
  Score: Raw -1774462.941063 + Penalty 4643.695160 = -1769819.245904
  nChanged 508
		SP:Iteration 14Q (3127.850000 sec): 3 clusters
  Score: Raw -1774871.833321 + Penalty 4643.695160 = -1770228.138162
  nChanged 456
		SP:Iteration 15Q (3127.890000 sec): 3 clusters
  Score: Raw -1775283.458820 + Penalty 4643.695160 = -1770639.763660
  nChanged 326
		SP:Iteration 16Q (3127.940000 sec): 3 clusters
  Score: Raw -1775581.351890 + Penalty 4643.695160 = -1770937.656730
  nChanged 209
		SP:Iteration 17Q (3127.980000 sec): 3 clusters
  Score: Raw -1775782.962534 + Penalty 4643.695160 = -1771139.267374
  nChanged 130
		SP:Iteration 18Q (3128.010000 sec): 3 clusters
  Score: Raw -1775902.630416 + Penalty 4643.695160 = -1771258.935256
  nChanged 70
		SP:Iteration 19Q (3128.050000 sec): 3 clusters
  Score: Raw -1775962.307536 + Penalty 4643.695160 = -1771318.612376
  nChanged 38
		SP:Iteration 20F (3128.100000 sec): 3 clusters
  Score: Raw -1775999.800616 + Penalty 4643.695160 = -1771356.105456
  nChanged 32
		SP:Iteration 21Q (3128.130000 sec): 3 clusters
  Score: Raw -1776039.433934 + Penalty 4643.695160 = -1771395.738774
  nChanged 24
		SP:Iteration 22Q (3128.170000 sec): 3 clusters
  Score: Raw -1776068.421857 + Penalty 4643.695160 = -1771424.726697
  nChanged 17
		SP:Iteration 23Q (3128.210000 sec): 3 clusters
  Score: Raw -1776090.605865 + Penalty 4643.695160 = -1771446.910706
  nChanged 15
		SP:Iteration 24Q (3128.240000 sec): 3 clusters
  Score: Raw -1776111.253945 + Penalty 4643.695160 = -1771467.558785
  nChanged 11
		SP:Iteration 25Q (3128.270000 sec): 3 clusters
  Score: Raw -1776124.928823 + Penalty 4643.695160 = -1771481.233663
  nChanged 4
		SP:Iteration 26Q (3128.310000 sec): 3 clusters
  Score: Raw -1776128.635429 + Penalty 4643.695160 = -1771484.940270
  nChanged 1
		SP:Iteration 27Q (3128.340000 sec): 3 clusters
  Score: Raw -1776129.467082 + Penalty 4643.695160 = -1771485.771922
  nChanged 0
		SP:Iteration 28F (3128.390000 sec): 3 clusters
  Score: Raw -1776129.467082 + Penalty 4643.695160 = -1771485.771922
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (3740 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3128.410000 sec): 2 clusters
  Score: Raw -535244.074278 + Penalty 2040.256541 = -533203.817737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3128.420000 sec): 3 clusters
  Score: Raw -533512.273498 + Penalty 4080.513082 = -529431.760417
  nChanged 1353
		SP:Iteration 1F (3128.430000 sec): 3 clusters
  Score: Raw -534310.146143 + Penalty 4080.513082 = -530229.633061
  nChanged 257
		SP:Iteration 2F (3128.450000 sec): 3 clusters
  Score: Raw -534462.518242 + Penalty 4080.513082 = -530382.005161
  nChanged 170
		SP:Iteration 3Q (3128.470000 sec): 3 clusters
  Score: Raw -534563.369172 + Penalty 4080.513082 = -530482.856090
  nChanged 137
		SP:Iteration 4Q (3128.480000 sec): 3 clusters
  Score: Raw -534642.000747 + Penalty 4080.513082 = -530561.487665
  nChanged 116
		SP:Iteration 5Q (3128.490000 sec): 3 clusters
  Score: Raw -534706.185180 + Penalty 4080.513082 = -530625.672098
  nChanged 85
		SP:Iteration 6Q (3128.510000 sec): 3 clusters
  Score: Raw -534744.671359 + Penalty 4080.513082 = -530664.158277
  nChanged 60
		SP:Iteration 7Q (3128.520000 sec): 3 clusters
  Score: Raw -534770.822004 + Penalty 4080.513082 = -530690.308922
  nChanged 50
		SP:Iteration 8Q (3128.540000 sec): 3 clusters
  Score: Raw -534796.073848 + Penalty 4080.513082 = -530715.560767
  nChanged 46
		SP:Iteration 9Q (3128.550000 sec): 3 clusters
  Score: Raw -534814.667907 + Penalty 4080.513082 = -530734.154825
  nChanged 41
		SP:Iteration 10Q (3128.570000 sec): 3 clusters
  Score: Raw -534834.941591 + Penalty 4080.513082 = -530754.428510
  nChanged 40
		SP:Iteration 11Q (3128.580000 sec): 3 clusters
  Score: Raw -534851.851357 + Penalty 4080.513082 = -530771.338275
  nChanged 33
		SP:Iteration 12Q (3128.600000 sec): 3 clusters
  Score: Raw -534865.215393 + Penalty 4080.513082 = -530784.702312
  nChanged 30
		SP:Iteration 13Q (3128.610000 sec): 3 clusters
  Score: Raw -534877.497734 + Penalty 4080.513082 = -530796.984653
  nChanged 36
		SP:Iteration 14Q (3128.630000 sec): 3 clusters
  Score: Raw -534896.658626 + Penalty 4080.513082 = -530816.145544
  nChanged 47
		SP:Iteration 15Q (3128.640000 sec): 3 clusters
  Score: Raw -534917.084620 + Penalty 4080.513082 = -530836.571539
  nChanged 39
		SP:Iteration 16Q (3128.660000 sec): 3 clusters
  Score: Raw -534935.760165 + Penalty 4080.513082 = -530855.247083
  nChanged 36
		SP:Iteration 17Q (3128.670000 sec): 3 clusters
  Score: Raw -534951.073717 + Penalty 4080.513082 = -530870.560635
  nChanged 32
		SP:Iteration 18Q (3128.690000 sec): 3 clusters
  Score: Raw -534968.585384 + Penalty 4080.513082 = -530888.072302
  nChanged 45
		SP:Iteration 19Q (3128.700000 sec): 3 clusters
  Score: Raw -534992.572601 + Penalty 4080.513082 = -530912.059520
  nChanged 49
		SP:Iteration 20F (3128.710000 sec): 3 clusters
  Score: Raw -535013.829069 + Penalty 4080.513082 = -530933.315987
  nChanged 33
		SP:Iteration 21Q (3128.730000 sec): 3 clusters
  Score: Raw -535027.148718 + Penalty 4080.513082 = -530946.635637
  nChanged 28
		SP:Iteration 22Q (3128.750000 sec): 3 clusters
  Score: Raw -535038.918521 + Penalty 4080.513082 = -530958.405439
  nChanged 29
		SP:Iteration 23Q (3128.760000 sec): 3 clusters
  Score: Raw -535054.759748 + Penalty 4080.513082 = -530974.246666
  nChanged 35
		SP:Iteration 24Q (3128.770000 sec): 3 clusters
  Score: Raw -535071.727651 + Penalty 4080.513082 = -530991.214569
  nChanged 42
		SP:Iteration 25Q (3128.790000 sec): 3 clusters
  Score: Raw -535090.891402 + Penalty 4080.513082 = -531010.378320
  nChanged 32
		SP:Iteration 26Q (3128.800000 sec): 3 clusters
  Score: Raw -535106.116499 + Penalty 4080.513082 = -531025.603418
  nChanged 30
		SP:Iteration 27Q (3128.820000 sec): 3 clusters
  Score: Raw -535118.267046 + Penalty 4080.513082 = -531037.753965
  nChanged 23
		SP:Iteration 28Q (3128.830000 sec): 3 clusters
  Score: Raw -535132.700188 + Penalty 4080.513082 = -531052.187106
  nChanged 26
		SP:Iteration 29Q (3128.850000 sec): 3 clusters
  Score: Raw -535150.496564 + Penalty 4080.513082 = -531069.983483
  nChanged 25
		SP:Iteration 30Q (3128.860000 sec): 3 clusters
  Score: Raw -535165.531637 + Penalty 4080.513082 = -531085.018555
  nChanged 32
		SP:Iteration 31Q (3128.880000 sec): 3 clusters
  Score: Raw -535180.446966 + Penalty 4080.513082 = -531099.933884
  nChanged 22
		SP:Iteration 32Q (3128.890000 sec): 3 clusters
  Score: Raw -535192.592298 + Penalty 4080.513082 = -531112.079216
  nChanged 13
		SP:Iteration 33Q (3128.910000 sec): 3 clusters
  Score: Raw -535197.359707 + Penalty 4080.513082 = -531116.846626
  nChanged 11
		SP:Iteration 34Q (3128.920000 sec): 3 clusters
  Score: Raw -535201.156239 + Penalty 4080.513082 = -531120.643157
  nChanged 8
		SP:Iteration 35Q (3128.930000 sec): 3 clusters
  Score: Raw -535205.572405 + Penalty 4080.513082 = -531125.059323
  nChanged 13
		SP:Iteration 36Q (3128.950000 sec): 3 clusters
  Score: Raw -535210.479030 + Penalty 4080.513082 = -531129.965949
  nChanged 14
		SP:Iteration 37Q (3128.970000 sec): 3 clusters
  Score: Raw -535215.905929 + Penalty 4080.513082 = -531135.392847
  nChanged 8
		SP:Iteration 38Q (3128.980000 sec): 3 clusters
  Score: Raw -535218.200785 + Penalty 4080.513082 = -531137.687703
  nChanged 4
		SP:Iteration 39Q (3128.990000 sec): 3 clusters
  Score: Raw -535219.245857 + Penalty 4080.513082 = -531138.732775
  nChanged 3
		SP:Iteration 40F (3129.010000 sec): 3 clusters
  Score: Raw -535219.772778 + Penalty 4080.513082 = -531139.259696
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3129.010000 sec): 2 clusters
  Score: Raw -27239.942278 + Penalty 1352.919637 = -25887.022641
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3129.010000 sec): 3 clusters
  Score: Raw -27491.737114 + Penalty 2705.839273 = -24785.897841
  nChanged 31
		SP:Iteration 1F (3129.010000 sec): 3 clusters
  Score: Raw -27651.737425 + Penalty 2705.839273 = -24945.898152
  nChanged 11
		SP:Iteration 2Q (3129.020000 sec): 3 clusters
  Score: Raw -27722.041408 + Penalty 2705.839273 = -25016.202135
  nChanged 6
		SP:Iteration 3Q (3129.020000 sec): 3 clusters
  Score: Raw -27792.857037 + Penalty 2705.839273 = -25087.017764
  nChanged 5
		SP:Iteration 4Q (3129.020000 sec): 3 clusters
  Score: Raw -27825.022497 + Penalty 2705.839273 = -25119.183224
  nChanged 5
		SP:Iteration 5Q (3129.020000 sec): 3 clusters
  Score: Raw -27852.433868 + Penalty 2705.839273 = -25146.594594
  nChanged 1
		SP:Iteration 6Q (3129.020000 sec): 3 clusters
  Score: Raw -27866.600349 + Penalty 2705.839273 = -25160.761076
  nChanged 1
		SP:Iteration 7Q (3129.020000 sec): 3 clusters
  Score: Raw -27872.912919 + Penalty 2705.839273 = -25167.073646
  nChanged 1
		SP:Iteration 8Q (3129.020000 sec): 3 clusters
  Score: Raw -27878.356377 + Penalty 2705.839273 = -25172.517104
  nChanged 2
		SP:Iteration 9Q (3129.020000 sec): 3 clusters
  Score: Raw -27895.403663 + Penalty 2705.839273 = -25189.564390
  nChanged 2
		SP:Iteration 10Q (3129.020000 sec): 3 clusters
  Score: Raw -27913.395028 + Penalty 2705.839273 = -25207.555755
  nChanged 0
		SP:Iteration 11F (3129.030000 sec): 3 clusters
  Score: Raw -27913.395028 + Penalty 2705.839273 = -25207.555755
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (30933 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3129.140000 sec): 2 clusters
  Score: Raw -4515764.815052 + Penalty 2564.215556 = -4513200.599496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3129.270000 sec): 3 clusters
  Score: Raw -4497200.262436 + Penalty 5128.431112 = -4492071.831324
  nChanged 13922
		SP:Iteration 1F (3129.390000 sec): 3 clusters
  Score: Raw -4504790.511585 + Penalty 5128.431112 = -4499662.080474
  nChanged 1470
		SP:Iteration 2Q (3129.520000 sec): 3 clusters
  Score: Raw -4505361.247645 + Penalty 5128.431112 = -4500232.816534
  nChanged 1382
		SP:Iteration 3Q (3129.640000 sec): 3 clusters
  Score: Raw -4505965.318743 + Penalty 5128.431112 = -4500836.887632
  nChanged 1320
		SP:Iteration 4Q (3129.770000 sec): 3 clusters
  Score: Raw -4506587.458547 + Penalty 5128.431112 = -4501459.027435
  nChanged 1309
		SP:Iteration 5Q (3129.890000 sec): 3 clusters
  Score: Raw -4507255.606679 + Penalty 5128.431112 = -4502127.175567
  nChanged 1442
		SP:Iteration 6Q (3130.010000 sec): 3 clusters
  Score: Raw -4508019.970294 + Penalty 5128.431112 = -4502891.539182
  nChanged 1589
		SP:Iteration 7F (3130.140000 sec): 3 clusters
  Score: Raw -4508888.361847 + Penalty 5128.431112 = -4503759.930736
  nChanged 1661
		SP:Iteration 8F (3130.260000 sec): 3 clusters
  Score: Raw -4509735.375137 + Penalty 5128.431112 = -4504606.944025
  nChanged 1646
		SP:Iteration 9F (3130.380000 sec): 3 clusters
  Score: Raw -4510488.302768 + Penalty 5128.431112 = -4505359.871657
  nChanged 1399
		SP:Iteration 10Q (3130.510000 sec): 3 clusters
  Score: Raw -4511072.335478 + Penalty 5128.431112 = -4505943.904367
  nChanged 1184
		SP:Iteration 11Q (3130.630000 sec): 3 clusters
  Score: Raw -4511550.351567 + Penalty 5128.431112 = -4506421.920455
  nChanged 965
		SP:Iteration 12Q (3130.750000 sec): 3 clusters
  Score: Raw -4511957.764073 + Penalty 5128.431112 = -4506829.332962
  nChanged 898
		SP:Iteration 13Q (3130.870000 sec): 3 clusters
  Score: Raw -4512318.996297 + Penalty 5128.431112 = -4507190.565185
  nChanged 802
		SP:Iteration 14Q (3130.990000 sec): 3 clusters
  Score: Raw -4512637.281532 + Penalty 5128.431112 = -4507508.850421
  nChanged 754
		SP:Iteration 15Q (3131.120000 sec): 3 clusters
  Score: Raw -4512945.061678 + Penalty 5128.431112 = -4507816.630566
  nChanged 762
		SP:Iteration 16Q (3131.240000 sec): 3 clusters
  Score: Raw -4513265.233131 + Penalty 5128.431112 = -4508136.802019
  nChanged 733
		SP:Iteration 17Q (3131.360000 sec): 3 clusters
  Score: Raw -4513585.717265 + Penalty 5128.431112 = -4508457.286153
  nChanged 689
		SP:Iteration 18Q (3131.480000 sec): 3 clusters
  Score: Raw -4513896.198147 + Penalty 5128.431112 = -4508767.767035
  nChanged 637
		SP:Iteration 19Q (3131.600000 sec): 3 clusters
  Score: Raw -4514206.903948 + Penalty 5128.431112 = -4509078.472836
  nChanged 610
		SP:Iteration 20F (3131.720000 sec): 3 clusters
  Score: Raw -4514604.354084 + Penalty 5128.431112 = -4509475.922972
  nChanged 574
		SP:Iteration 21Q (3131.850000 sec): 3 clusters
  Score: Raw -4515260.582041 + Penalty 5128.431112 = -4510132.150929
  nChanged 514
		SP:Iteration 22Q (3131.970000 sec): 3 clusters
  Score: Raw -4515926.925161 + Penalty 5128.431112 = -4510798.494050
  nChanged 441
		SP:Iteration 23Q (3132.080000 sec): 3 clusters
  Score: Raw -4516135.278057 + Penalty 5128.431112 = -4511006.846945
  nChanged 375
		SP:Iteration 24Q (3132.190000 sec): 3 clusters
  Score: Raw -4516293.063061 + Penalty 5128.431112 = -4511164.631949
  nChanged 331
		SP:Iteration 25Q (3132.300000 sec): 3 clusters
  Score: Raw -4516422.997855 + Penalty 5128.431112 = -4511294.566743
  nChanged 270
		SP:Iteration 26Q (3132.400000 sec): 3 clusters
  Score: Raw -4516517.187511 + Penalty 5128.431112 = -4511388.756399
  nChanged 218
		SP:Iteration 27Q (3132.500000 sec): 3 clusters
  Score: Raw -4516586.290925 + Penalty 5128.431112 = -4511457.859813
  nChanged 153
		SP:Iteration 28Q (3132.600000 sec): 3 clusters
  Score: Raw -4516629.746115 + Penalty 5128.431112 = -4511501.315004
  nChanged 147
		SP:Iteration 29Q (3132.700000 sec): 3 clusters
  Score: Raw -4516668.417314 + Penalty 5128.431112 = -4511539.986203
  nChanged 110
		SP:Iteration 30Q (3132.800000 sec): 3 clusters
  Score: Raw -4516697.506912 + Penalty 5128.431112 = -4511569.075800
  nChanged 96
		SP:Iteration 31Q (3132.900000 sec): 3 clusters
  Score: Raw -4516722.219572 + Penalty 5128.431112 = -4511593.788460
  nChanged 86
		SP:Iteration 32Q (3133.000000 sec): 3 clusters
  Score: Raw -4516742.630078 + Penalty 5128.431112 = -4511614.198966
  nChanged 71
		SP:Iteration 33Q (3133.100000 sec): 3 clusters
  Score: Raw -4516758.483982 + Penalty 5128.431112 = -4511630.052870
  nChanged 61
		SP:Iteration 34Q (3133.190000 sec): 3 clusters
  Score: Raw -4516771.705102 + Penalty 5128.431112 = -4511643.273990
  nChanged 50
		SP:Iteration 35Q (3133.290000 sec): 3 clusters
  Score: Raw -4516784.076992 + Penalty 5128.431112 = -4511655.645881
  nChanged 50
		SP:Iteration 36Q (3133.390000 sec): 3 clusters
  Score: Raw -4516796.042474 + Penalty 5128.431112 = -4511667.611362
  nChanged 50
		SP:Iteration 37Q (3133.480000 sec): 3 clusters
  Score: Raw -4516806.604343 + Penalty 5128.431112 = -4511678.173232
  nChanged 45
		SP:Iteration 38Q (3133.580000 sec): 3 clusters
  Score: Raw -4516814.777007 + Penalty 5128.431112 = -4511686.345895
  nChanged 37
		SP:Iteration 39Q (3133.680000 sec): 3 clusters
  Score: Raw -4516822.877640 + Penalty 5128.431112 = -4511694.446528
  nChanged 36
		SP:Iteration 40F (3133.800000 sec): 3 clusters
  Score: Raw -4516831.567250 + Penalty 5128.431112 = -4511703.136138
  nChanged 36
		SP:Iteration 41Q (3133.900000 sec): 3 clusters
  Score: Raw -4516840.815070 + Penalty 5128.431112 = -4511712.383959
  nChanged 31
		SP:Iteration 42Q (3133.990000 sec): 3 clusters
  Score: Raw -4516846.724069 + Penalty 5128.431112 = -4511718.292957
  nChanged 26
		SP:Iteration 43Q (3134.090000 sec): 3 clusters
  Score: Raw -4516851.932203 + Penalty 5128.431112 = -4511723.501092
  nChanged 22
		SP:Iteration 44Q (3134.180000 sec): 3 clusters
  Score: Raw -4516855.252043 + Penalty 5128.431112 = -4511726.820931
  nChanged 14
		SP:Iteration 45Q (3134.280000 sec): 3 clusters
  Score: Raw -4516857.413943 + Penalty 5128.431112 = -4511728.982831
  nChanged 10
		SP:Iteration 46Q (3134.380000 sec): 3 clusters
  Score: Raw -4516858.978142 + Penalty 5128.431112 = -4511730.547030
  nChanged 11
		SP:Iteration 47Q (3134.470000 sec): 3 clusters
  Score: Raw -4516860.670286 + Penalty 5128.431112 = -4511732.239174
  nChanged 10
		SP:Iteration 48Q (3134.570000 sec): 3 clusters
  Score: Raw -4516861.808344 + Penalty 5128.431112 = -4511733.377232
  nChanged 5
		SP:Iteration 49Q (3134.660000 sec): 3 clusters
  Score: Raw -4516862.375278 + Penalty 5128.431112 = -4511733.944167
  nChanged 4
		SP:Iteration 50Q (3134.760000 sec): 3 clusters
  Score: Raw -4516862.978193 + Penalty 5128.431112 = -4511734.547081
  nChanged 4
		SP:Iteration 51Q (3134.860000 sec): 3 clusters
  Score: Raw -4516863.669732 + Penalty 5128.431112 = -4511735.238620
  nChanged 7
		SP:Iteration 52Q (3134.960000 sec): 3 clusters
  Score: Raw -4516864.998030 + Penalty 5128.431112 = -4511736.566918
  nChanged 13
		SP:Iteration 53Q (3135.050000 sec): 3 clusters
  Score: Raw -4516867.492832 + Penalty 5128.431112 = -4511739.061721
  nChanged 14
		SP:Iteration 54Q (3135.150000 sec): 3 clusters
  Score: Raw -4516870.040539 + Penalty 5128.431112 = -4511741.609427
  nChanged 11
		SP:Iteration 55Q (3135.250000 sec): 3 clusters
  Score: Raw -4516871.613566 + Penalty 5128.431112 = -4511743.182454
  nChanged 10
		SP:Iteration 56Q (3135.340000 sec): 3 clusters
  Score: Raw -4516872.807312 + Penalty 5128.431112 = -4511744.376200
  nChanged 7
		SP:Iteration 57Q (3135.430000 sec): 3 clusters
  Score: Raw -4516873.876358 + Penalty 5128.431112 = -4511745.445246
  nChanged 9
		SP:Iteration 58Q (3135.530000 sec): 3 clusters
  Score: Raw -4516875.254353 + Penalty 5128.431112 = -4511746.823242
  nChanged 9
		SP:Iteration 59Q (3135.630000 sec): 3 clusters
  Score: Raw -4516876.554792 + Penalty 5128.431112 = -4511748.123680
  nChanged 8
		SP:Iteration 60F (3135.750000 sec): 3 clusters
  Score: Raw -4516877.630983 + Penalty 5128.431112 = -4511749.199871
  nChanged 8
		SP:Iteration 61Q (3135.850000 sec): 3 clusters
  Score: Raw -4516878.594070 + Penalty 5128.431112 = -4511750.162958
  nChanged 6
		SP:Iteration 62Q (3135.940000 sec): 3 clusters
  Score: Raw -4516879.327510 + Penalty 5128.431112 = -4511750.896399
  nChanged 4
		SP:Iteration 63Q (3136.040000 sec): 3 clusters
  Score: Raw -4516879.989617 + Penalty 5128.431112 = -4511751.558506
  nChanged 5
		SP:Iteration 64Q (3136.130000 sec): 3 clusters
  Score: Raw -4516880.475377 + Penalty 5128.431112 = -4511752.044265
  nChanged 6
		SP:Iteration 65Q (3136.230000 sec): 3 clusters
  Score: Raw -4516881.324804 + Penalty 5128.431112 = -4511752.893692
  nChanged 3
		SP:Iteration 66Q (3136.330000 sec): 3 clusters
  Score: Raw -4516881.669341 + Penalty 5128.431112 = -4511753.238230
  nChanged 1
		SP:Iteration 67Q (3136.420000 sec): 3 clusters
  Score: Raw -4516881.793241 + Penalty 5128.431112 = -4511753.362129
  nChanged 1
		SP:Iteration 68Q (3136.520000 sec): 3 clusters
  Score: Raw -4516881.894724 + Penalty 5128.431112 = -4511753.463612
  nChanged 2
		SP:Iteration 69Q (3136.610000 sec): 3 clusters
  Score: Raw -4516882.347829 + Penalty 5128.431112 = -4511753.916717
  nChanged 2
		SP:Iteration 70Q (3136.710000 sec): 3 clusters
  Score: Raw -4516882.945699 + Penalty 5128.431112 = -4511754.514587
  nChanged 4
		SP:Iteration 71Q (3136.810000 sec): 3 clusters
  Score: Raw -4516883.486764 + Penalty 5128.431112 = -4511755.055652
  nChanged 6
		SP:Iteration 72Q (3136.900000 sec): 3 clusters
  Score: Raw -4516884.756335 + Penalty 5128.431112 = -4511756.325224
  nChanged 5
		SP:Iteration 73Q (3137.000000 sec): 3 clusters
  Score: Raw -4516885.931705 + Penalty 5128.431112 = -4511757.500593
  nChanged 8
		SP:Iteration 74Q (3137.090000 sec): 3 clusters
  Score: Raw -4516888.014978 + Penalty 5128.431112 = -4511759.583867
  nChanged 10
		SP:Iteration 75Q (3137.190000 sec): 3 clusters
  Score: Raw -4516890.394349 + Penalty 5128.431112 = -4511761.963237
  nChanged 12
		SP:Iteration 76Q (3137.280000 sec): 3 clusters
  Score: Raw -4516892.618557 + Penalty 5128.431112 = -4511764.187445
  nChanged 9
		SP:Iteration 77Q (3137.380000 sec): 3 clusters
  Score: Raw -4516894.033412 + Penalty 5128.431112 = -4511765.602300
  nChanged 10
		SP:Iteration 78Q (3137.470000 sec): 3 clusters
  Score: Raw -4516895.366528 + Penalty 5128.431112 = -4511766.935416
  nChanged 5
		SP:Iteration 79Q (3137.570000 sec): 3 clusters
  Score: Raw -4516895.873646 + Penalty 5128.431112 = -4511767.442534
  nChanged 1
		SP:Iteration 80F (3137.690000 sec): 3 clusters
  Score: Raw -4516896.013767 + Penalty 5128.431112 = -4511767.582655
  nChanged 3
		SP:Iteration 81Q (3137.790000 sec): 3 clusters
  Score: Raw -4516896.840704 + Penalty 5128.431112 = -4511768.409592
  nChanged 4
		SP:Iteration 82Q (3137.880000 sec): 3 clusters
  Score: Raw -4516897.505115 + Penalty 5128.431112 = -4511769.074003
  nChanged 3
		SP:Iteration 83Q (3137.970000 sec): 3 clusters
  Score: Raw -4516897.891612 + Penalty 5128.431112 = -4511769.460500
  nChanged 3
		SP:Iteration 84Q (3138.070000 sec): 3 clusters
  Score: Raw -4516898.243078 + Penalty 5128.431112 = -4511769.811967
  nChanged 2
		SP:Iteration 85Q (3138.160000 sec): 3 clusters
  Score: Raw -4516898.524771 + Penalty 5128.431112 = -4511770.093660
  nChanged 2
		SP:Iteration 86Q (3138.250000 sec): 3 clusters
  Score: Raw -4516898.673308 + Penalty 5128.431112 = -4511770.242196
  nChanged 2
		SP:Iteration 87Q (3138.350000 sec): 3 clusters
  Score: Raw -4516898.923699 + Penalty 5128.431112 = -4511770.492588
  nChanged 0
		SP:Iteration 88F (3138.470000 sec): 3 clusters
  Score: Raw -4516898.923699 + Penalty 5128.431112 = -4511770.492588
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.490000 sec): 2 clusters
  Score: Raw -32701.428481 + Penalty 1345.387604 = -31356.040876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.490000 sec): 3 clusters
  Score: Raw -33173.875499 + Penalty 2690.775209 = -30483.100290
  nChanged 44
		SP:Iteration 1F (3138.490000 sec): 3 clusters
  Score: Raw -33407.173905 + Penalty 2690.775209 = -30716.398697
  nChanged 18
		SP:Iteration 2F (3138.490000 sec): 3 clusters
  Score: Raw -33565.393747 + Penalty 2690.775209 = -30874.618538
  nChanged 11
		SP:Iteration 3Q (3138.490000 sec): 3 clusters
  Score: Raw -33677.319417 + Penalty 2690.775209 = -30986.544208
  nChanged 2
		SP:Iteration 4Q (3138.490000 sec): 3 clusters
  Score: Raw -33698.999758 + Penalty 2690.775209 = -31008.224549
  nChanged 1
		SP:Iteration 5Q (3138.490000 sec): 3 clusters
  Score: Raw -33703.809614 + Penalty 2690.775209 = -31013.034405
  nChanged 0
		SP:Iteration 6F (3138.490000 sec): 3 clusters
  Score: Raw -33703.809614 + Penalty 2690.775209 = -31013.034405
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 23 (608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.500000 sec): 2 clusters
  Score: Raw -81594.403659 + Penalty 1589.723371 = -80004.680288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.500000 sec): 3 clusters
  Score: Raw -81573.656038 + Penalty 3179.446741 = -78394.209296
  nChanged 131
		SP:Iteration 1F (3138.500000 sec): 3 clusters
  Score: Raw -81815.817189 + Penalty 3179.446741 = -78636.370448
  nChanged 24
		SP:Iteration 2Q (3138.510000 sec): 3 clusters
  Score: Raw -81866.108178 + Penalty 3179.446741 = -78686.661437
  nChanged 11
		SP:Iteration 3Q (3138.510000 sec): 3 clusters
  Score: Raw -81889.724714 + Penalty 3179.446741 = -78710.277973
  nChanged 9
		SP:Iteration 4Q (3138.510000 sec): 3 clusters
  Score: Raw -81913.478439 + Penalty 3179.446741 = -78734.031698
  nChanged 8
		SP:Iteration 5Q (3138.510000 sec): 3 clusters
  Score: Raw -81925.507979 + Penalty 3179.446741 = -78746.061238
  nChanged 3
		SP:Iteration 6Q (3138.510000 sec): 3 clusters
  Score: Raw -81937.076228 + Penalty 3179.446741 = -78757.629487
  nChanged 2
		SP:Iteration 7Q (3138.520000 sec): 3 clusters
  Score: Raw -81943.546701 + Penalty 3179.446741 = -78764.099959
  nChanged 3
		SP:Iteration 8Q (3138.520000 sec): 3 clusters
  Score: Raw -81954.604303 + Penalty 3179.446741 = -78775.157562
  nChanged 3
		SP:Iteration 9Q (3138.520000 sec): 3 clusters
  Score: Raw -81963.812411 + Penalty 3179.446741 = -78784.365670
  nChanged 3
		SP:Iteration 10Q (3138.520000 sec): 3 clusters
  Score: Raw -81968.805004 + Penalty 3179.446741 = -78789.358262
  nChanged 0
		SP:Iteration 11F (3138.530000 sec): 3 clusters
  Score: Raw -81968.805004 + Penalty 3179.446741 = -78789.358262
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.530000 sec): 2 clusters
  Score: Raw -257351.790429 + Penalty 1857.789723 = -255494.000706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.540000 sec): 3 clusters
  Score: Raw -256749.717873 + Penalty 3715.579446 = -253034.138427
  nChanged 557
		SP:Iteration 1F (3138.550000 sec): 3 clusters
  Score: Raw -257183.058884 + Penalty 3715.579446 = -253467.479438
  nChanged 131
		SP:Iteration 2F (3138.560000 sec): 3 clusters
  Score: Raw -257289.874861 + Penalty 3715.579446 = -253574.295415
  nChanged 82
		SP:Iteration 3Q (3138.560000 sec): 3 clusters
  Score: Raw -257361.901767 + Penalty 3715.579446 = -253646.322320
  nChanged 44
		SP:Iteration 4Q (3138.570000 sec): 3 clusters
  Score: Raw -257390.724154 + Penalty 3715.579446 = -253675.144707
  nChanged 22
		SP:Iteration 5Q (3138.580000 sec): 3 clusters
  Score: Raw -257401.655463 + Penalty 3715.579446 = -253686.076017
  nChanged 7
		SP:Iteration 6Q (3138.590000 sec): 3 clusters
  Score: Raw -257405.948871 + Penalty 3715.579446 = -253690.369424
  nChanged 5
		SP:Iteration 7Q (3138.590000 sec): 3 clusters
  Score: Raw -257408.380667 + Penalty 3715.579446 = -253692.801221
  nChanged 5
		SP:Iteration 8Q (3138.600000 sec): 3 clusters
  Score: Raw -257411.406586 + Penalty 3715.579446 = -253695.827140
  nChanged 7
		SP:Iteration 9Q (3138.610000 sec): 3 clusters
  Score: Raw -257415.331700 + Penalty 3715.579446 = -253699.752253
  nChanged 7
		SP:Iteration 10Q (3138.610000 sec): 3 clusters
  Score: Raw -257419.489154 + Penalty 3715.579446 = -253703.909707
  nChanged 3
		SP:Iteration 11Q (3138.620000 sec): 3 clusters
  Score: Raw -257421.238346 + Penalty 3715.579446 = -253705.658900
  nChanged 6
		SP:Iteration 12Q (3138.630000 sec): 3 clusters
  Score: Raw -257427.748773 + Penalty 3715.579446 = -253712.169327
  nChanged 8
		SP:Iteration 13Q (3138.630000 sec): 3 clusters
  Score: Raw -257432.478189 + Penalty 3715.579446 = -253716.898743
  nChanged 6
		SP:Iteration 14Q (3138.640000 sec): 3 clusters
  Score: Raw -257438.352688 + Penalty 3715.579446 = -253722.773241
  nChanged 5
		SP:Iteration 15Q (3138.650000 sec): 3 clusters
  Score: Raw -257443.001066 + Penalty 3715.579446 = -253727.421619
  nChanged 5
		SP:Iteration 16Q (3138.650000 sec): 3 clusters
  Score: Raw -257445.816609 + Penalty 3715.579446 = -253730.237163
  nChanged 5
		SP:Iteration 17Q (3138.660000 sec): 3 clusters
  Score: Raw -257447.987807 + Penalty 3715.579446 = -253732.408361
  nChanged 3
		SP:Iteration 18Q (3138.670000 sec): 3 clusters
  Score: Raw -257449.321186 + Penalty 3715.579446 = -253733.741740
  nChanged 3
		SP:Iteration 19Q (3138.670000 sec): 3 clusters
  Score: Raw -257451.012753 + Penalty 3715.579446 = -253735.433307
  nChanged 2
		SP:Iteration 20F (3138.680000 sec): 3 clusters
  Score: Raw -257451.784688 + Penalty 3715.579446 = -253736.205241
  nChanged 1
		SP:Iteration 21Q (3138.690000 sec): 3 clusters
  Score: Raw -257452.552403 + Penalty 3715.579446 = -253736.972957
  nChanged 0
		SP:Iteration 22F (3138.690000 sec): 3 clusters
  Score: Raw -257452.552403 + Penalty 3715.579446 = -253736.972957
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.690000 sec): 2 clusters
  Score: Raw -14092.726968 + Penalty 1232.513698 = -12860.213270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.690000 sec): 3 clusters
  Score: Raw -14477.834217 + Penalty 2465.027397 = -12012.806821
  nChanged 17
		SP:Iteration 1F (3138.700000 sec): 3 clusters
  Score: Raw -14608.437963 + Penalty 2465.027397 = -12143.410566
  nChanged 2
		SP:Iteration 2Q (3138.700000 sec): 3 clusters
  Score: Raw -14637.159225 + Penalty 2465.027397 = -12172.131829
  nChanged 0
		SP:Iteration 3F (3138.700000 sec): 3 clusters
  Score: Raw -14637.159225 + Penalty 2465.027397 = -12172.131829
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3138.700000 sec): 2 clusters
  Score: Raw -51116.540451 + Penalty 1468.551448 = -49647.989003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3138.700000 sec): 3 clusters
  Score: Raw -51218.137004 + Penalty 2937.102896 = -48281.034108
  nChanged 56
		SP:Iteration 1F (3138.710000 sec): 3 clusters
  Score: Raw -51346.218527 + Penalty 2937.102896 = -48409.115631
  nChanged 10
		SP:Iteration 2Q (3138.710000 sec): 3 clusters
  Score: Raw -51382.476958 + Penalty 2937.102896 = -48445.374062
  nChanged 7
		SP:Iteration 3Q (3138.710000 sec): 3 clusters
  Score: Raw -51404.555793 + Penalty 2937.102896 = -48467.452896
  nChanged 4
		SP:Iteration 4Q (3138.710000 sec): 3 clusters
  Score: Raw -51413.205893 + Penalty 2937.102896 = -48476.102997
  nChanged 2
		SP:Iteration 5Q (3138.710000 sec): 3 clusters
  Score: Raw -51415.705144 + Penalty 2937.102896 = -48478.602248
  nChanged 2
		SP:Iteration 6Q (3138.710000 sec): 3 clusters
  Score: Raw -51421.156591 + Penalty 2937.102896 = -48484.053695
  nChanged 1
		SP:Iteration 7Q (3138.710000 sec): 3 clusters
  Score: Raw -51422.426868 + Penalty 2937.102896 = -48485.323972
  nChanged 0
		SP:Iteration 8F (3138.710000 sec): 3 clusters
  Score: Raw -51422.426868 + Penalty 2937.102896 = -48485.323972
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (141290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3139.250000 sec): 2 clusters
  Score: Raw -20519933.758847 + Penalty 2940.925309 = -20516992.833538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3139.830000 sec): 3 clusters
  Score: Raw -20428422.437759 + Penalty 5881.850618 = -20422540.587141
  nChanged 67369
		SP:Iteration 1F (3140.400000 sec): 3 clusters
  Score: Raw -20467336.413724 + Penalty 5881.850618 = -20461454.563106
  nChanged 4500
		SP:Iteration 2Q (3140.980000 sec): 3 clusters
  Score: Raw -20468434.464141 + Penalty 5881.850618 = -20462552.613523
  nChanged 4956
		SP:Iteration 3Q (3141.580000 sec): 3 clusters
  Score: Raw -20469860.344062 + Penalty 5881.850618 = -20463978.493444
  nChanged 5505
		SP:Iteration 4Q (3142.180000 sec): 3 clusters
  Score: Raw -20471768.896920 + Penalty 5881.850618 = -20465887.046302
  nChanged 6347
		SP:Iteration 5Q (3142.770000 sec): 3 clusters
  Score: Raw -20474423.038926 + Penalty 5881.850618 = -20468541.188308
  nChanged 7542
		SP:Iteration 6F (3143.350000 sec): 3 clusters
  Score: Raw -20478014.289484 + Penalty 5881.850618 = -20472132.438866
  nChanged 8132
		SP:Iteration 7F (3143.920000 sec): 3 clusters
  Score: Raw -20482288.294644 + Penalty 5881.850618 = -20476406.444025
  nChanged 8296
		SP:Iteration 8F (3144.500000 sec): 3 clusters
  Score: Raw -20486919.015003 + Penalty 5881.850618 = -20481037.164385
  nChanged 7898
		SP:Iteration 9F (3145.070000 sec): 3 clusters
  Score: Raw -20491581.983404 + Penalty 5881.850618 = -20485700.132786
  nChanged 7055
		SP:Iteration 10Q (3145.660000 sec): 3 clusters
  Score: Raw -20495962.741171 + Penalty 5881.850618 = -20490080.890553
  nChanged 5978
		SP:Iteration 11Q (3146.240000 sec): 3 clusters
  Score: Raw -20499695.753288 + Penalty 5881.850618 = -20493813.902670
  nChanged 4920
		SP:Iteration 12Q (3146.810000 sec): 3 clusters
  Score: Raw -20502541.951617 + Penalty 5881.850618 = -20496660.100998
  nChanged 3951
		SP:Iteration 13Q (3147.370000 sec): 3 clusters
  Score: Raw -20504556.539912 + Penalty 5881.850618 = -20498674.689293
  nChanged 3145
		SP:Iteration 14Q (3147.920000 sec): 3 clusters
  Score: Raw -20506080.334205 + Penalty 5881.850618 = -20500198.483587
  nChanged 2884
		SP:Iteration 15Q (3148.450000 sec): 3 clusters
  Score: Raw -20507446.225141 + Penalty 5881.850618 = -20501564.374523
  nChanged 2733
		SP:Iteration 16Q (3148.940000 sec): 3 clusters
  Score: Raw -20508743.811214 + Penalty 5881.850618 = -20502861.960596
  nChanged 2735
		SP:Iteration 17Q (3149.420000 sec): 3 clusters
  Score: Raw -20510025.663105 + Penalty 5881.850618 = -20504143.812487
  nChanged 2665
		SP:Iteration 18Q (3149.900000 sec): 3 clusters
  Score: Raw -20511285.745943 + Penalty 5881.850618 = -20505403.895325
  nChanged 2477
		SP:Iteration 19Q (3150.360000 sec): 3 clusters
  Score: Raw -20512496.341981 + Penalty 5881.850618 = -20506614.491363
  nChanged 2329
		SP:Iteration 20F (3150.900000 sec): 3 clusters
  Score: Raw -20513648.243629 + Penalty 5881.850618 = -20507766.393011
  nChanged 2086
		SP:Iteration 21Q (3151.350000 sec): 3 clusters
  Score: Raw -20514718.602036 + Penalty 5881.850618 = -20508836.751418
  nChanged 1910
		SP:Iteration 22Q (3151.790000 sec): 3 clusters
  Score: Raw -20515732.400706 + Penalty 5881.850618 = -20509850.550088
  nChanged 1721
		SP:Iteration 23Q (3152.220000 sec): 3 clusters
  Score: Raw -20516648.536863 + Penalty 5881.850618 = -20510766.686244
  nChanged 1491
		SP:Iteration 24Q (3152.650000 sec): 3 clusters
  Score: Raw -20517483.962317 + Penalty 5881.850618 = -20511602.111699
  nChanged 1279
		SP:Iteration 25Q (3153.070000 sec): 3 clusters
  Score: Raw -20518240.387667 + Penalty 5881.850618 = -20512358.537048
  nChanged 1040
		SP:Iteration 26Q (3153.480000 sec): 3 clusters
  Score: Raw -20518877.713205 + Penalty 5881.850618 = -20512995.862587
  nChanged 866
		SP:Iteration 27Q (3153.900000 sec): 3 clusters
  Score: Raw -20519431.244036 + Penalty 5881.850618 = -20513549.393418
  nChanged 696
		SP:Iteration 28Q (3154.300000 sec): 3 clusters
  Score: Raw -20519871.015886 + Penalty 5881.850618 = -20513989.165267
  nChanged 572
		SP:Iteration 29Q (3154.710000 sec): 3 clusters
  Score: Raw -20520192.656948 + Penalty 5881.850618 = -20514310.806330
  nChanged 452
		SP:Iteration 30Q (3155.110000 sec): 3 clusters
  Score: Raw -20520434.929349 + Penalty 5881.850618 = -20514553.078731
  nChanged 371
		SP:Iteration 31Q (3155.500000 sec): 3 clusters
  Score: Raw -20520592.710981 + Penalty 5881.850618 = -20514710.860362
  nChanged 289
		SP:Iteration 32Q (3155.900000 sec): 3 clusters
  Score: Raw -20520693.733990 + Penalty 5881.850618 = -20514811.883372
  nChanged 219
		SP:Iteration 33Q (3156.290000 sec): 3 clusters
  Score: Raw -20520763.414255 + Penalty 5881.850618 = -20514881.563637
  nChanged 161
		SP:Iteration 34Q (3156.680000 sec): 3 clusters
  Score: Raw -20520805.440630 + Penalty 5881.850618 = -20514923.590012
  nChanged 121
		SP:Iteration 35Q (3157.080000 sec): 3 clusters
  Score: Raw -20520830.129847 + Penalty 5881.850618 = -20514948.279229
  nChanged 78
		SP:Iteration 36Q (3157.470000 sec): 3 clusters
  Score: Raw -20520846.348697 + Penalty 5881.850618 = -20514964.498079
  nChanged 79
		SP:Iteration 37Q (3157.860000 sec): 3 clusters
  Score: Raw -20520863.309169 + Penalty 5881.850618 = -20514981.458550
  nChanged 68
		SP:Iteration 38Q (3158.250000 sec): 3 clusters
  Score: Raw -20520880.055681 + Penalty 5881.850618 = -20514998.205062
  nChanged 70
		SP:Iteration 39Q (3158.660000 sec): 3 clusters
  Score: Raw -20520895.044207 + Penalty 5881.850618 = -20515013.193589
  nChanged 65
		SP:Iteration 40F (3159.230000 sec): 3 clusters
  Score: Raw -20520910.509823 + Penalty 5881.850618 = -20515028.659205
  nChanged 72
		SP:Iteration 41Q (3159.660000 sec): 3 clusters
  Score: Raw -20520926.667732 + Penalty 5881.850618 = -20515044.817114
  nChanged 63
		SP:Iteration 42Q (3160.080000 sec): 3 clusters
  Score: Raw -20520939.005896 + Penalty 5881.850618 = -20515057.155278
  nChanged 44
		SP:Iteration 43Q (3160.500000 sec): 3 clusters
  Score: Raw -20520948.004806 + Penalty 5881.850618 = -20515066.154188
  nChanged 40
		SP:Iteration 44Q (3160.940000 sec): 3 clusters
  Score: Raw -20520954.761271 + Penalty 5881.850618 = -20515072.910652
  nChanged 28
		SP:Iteration 45Q (3161.370000 sec): 3 clusters
  Score: Raw -20520959.530984 + Penalty 5881.850618 = -20515077.680365
  nChanged 25
		SP:Iteration 46Q (3161.790000 sec): 3 clusters
  Score: Raw -20520963.976143 + Penalty 5881.850618 = -20515082.125525
  nChanged 23
		SP:Iteration 47Q (3162.210000 sec): 3 clusters
  Score: Raw -20520967.600389 + Penalty 5881.850618 = -20515085.749771
  nChanged 23
		SP:Iteration 48Q (3162.630000 sec): 3 clusters
  Score: Raw -20520970.959817 + Penalty 5881.850618 = -20515089.109199
  nChanged 18
		SP:Iteration 49Q (3163.060000 sec): 3 clusters
  Score: Raw -20520973.878687 + Penalty 5881.850618 = -20515092.028069
  nChanged 11
		SP:Iteration 50Q (3163.480000 sec): 3 clusters
  Score: Raw -20520975.614979 + Penalty 5881.850618 = -20515093.764361
  nChanged 13
		SP:Iteration 51Q (3163.900000 sec): 3 clusters
  Score: Raw -20520977.955976 + Penalty 5881.850618 = -20515096.105358
  nChanged 12
		SP:Iteration 52Q (3164.330000 sec): 3 clusters
  Score: Raw -20520979.445869 + Penalty 5881.850618 = -20515097.595251
  nChanged 11
		SP:Iteration 53Q (3164.760000 sec): 3 clusters
  Score: Raw -20520981.412739 + Penalty 5881.850618 = -20515099.562120
  nChanged 16
		SP:Iteration 54Q (3165.180000 sec): 3 clusters
  Score: Raw -20520984.239526 + Penalty 5881.850618 = -20515102.388907
  nChanged 14
		SP:Iteration 55Q (3165.600000 sec): 3 clusters
  Score: Raw -20520986.290396 + Penalty 5881.850618 = -20515104.439777
  nChanged 7
		SP:Iteration 56Q (3166.020000 sec): 3 clusters
  Score: Raw -20520987.267259 + Penalty 5881.850618 = -20515105.416641
  nChanged 7
		SP:Iteration 57Q (3166.440000 sec): 3 clusters
  Score: Raw -20520988.207428 + Penalty 5881.850618 = -20515106.356810
  nChanged 7
		SP:Iteration 58Q (3166.870000 sec): 3 clusters
  Score: Raw -20520988.908562 + Penalty 5881.850618 = -20515107.057944
  nChanged 10
		SP:Iteration 59Q (3167.300000 sec): 3 clusters
  Score: Raw -20520990.364477 + Penalty 5881.850618 = -20515108.513859
  nChanged 9
		SP:Iteration 60F (3167.870000 sec): 3 clusters
  Score: Raw -20520992.168119 + Penalty 5881.850618 = -20515110.317501
  nChanged 6
		SP:Iteration 61Q (3168.290000 sec): 3 clusters
  Score: Raw -20520993.524206 + Penalty 5881.850618 = -20515111.673587
  nChanged 10
		SP:Iteration 62Q (3168.710000 sec): 3 clusters
  Score: Raw -20520995.041406 + Penalty 5881.850618 = -20515113.190788
  nChanged 15
		SP:Iteration 63Q (3169.130000 sec): 3 clusters
  Score: Raw -20520998.282233 + Penalty 5881.850618 = -20515116.431615
  nChanged 17
		SP:Iteration 64Q (3169.550000 sec): 3 clusters
  Score: Raw -20521001.590668 + Penalty 5881.850618 = -20515119.740050
  nChanged 14
		SP:Iteration 65Q (3169.980000 sec): 3 clusters
  Score: Raw -20521003.976071 + Penalty 5881.850618 = -20515122.125453
  nChanged 14
		SP:Iteration 66Q (3170.400000 sec): 3 clusters
  Score: Raw -20521007.352474 + Penalty 5881.850618 = -20515125.501856
  nChanged 16
		SP:Iteration 67Q (3170.830000 sec): 3 clusters
  Score: Raw -20521010.416167 + Penalty 5881.850618 = -20515128.565549
  nChanged 17
		SP:Iteration 68Q (3171.250000 sec): 3 clusters
  Score: Raw -20521013.402556 + Penalty 5881.850618 = -20515131.551938
  nChanged 17
		SP:Iteration 69Q (3171.670000 sec): 3 clusters
  Score: Raw -20521016.114213 + Penalty 5881.850618 = -20515134.263594
  nChanged 13
		SP:Iteration 70Q (3172.080000 sec): 3 clusters
  Score: Raw -20521018.032379 + Penalty 5881.850618 = -20515136.181761
  nChanged 13
		SP:Iteration 71Q (3172.500000 sec): 3 clusters
  Score: Raw -20521020.010689 + Penalty 5881.850618 = -20515138.160071
  nChanged 14
		SP:Iteration 72Q (3172.930000 sec): 3 clusters
  Score: Raw -20521021.839225 + Penalty 5881.850618 = -20515139.988607
  nChanged 13
		SP:Iteration 73Q (3173.360000 sec): 3 clusters
  Score: Raw -20521024.017215 + Penalty 5881.850618 = -20515142.166597
  nChanged 8
		SP:Iteration 74Q (3173.790000 sec): 3 clusters
  Score: Raw -20521025.087145 + Penalty 5881.850618 = -20515143.236527
  nChanged 7
		SP:Iteration 75Q (3174.200000 sec): 3 clusters
  Score: Raw -20521026.313668 + Penalty 5881.850618 = -20515144.463050
  nChanged 7
		SP:Iteration 76Q (3174.620000 sec): 3 clusters
  Score: Raw -20521027.381059 + Penalty 5881.850618 = -20515145.530441
  nChanged 6
		SP:Iteration 77Q (3175.030000 sec): 3 clusters
  Score: Raw -20521028.034723 + Penalty 5881.850618 = -20515146.184105
  nChanged 7
		SP:Iteration 78Q (3175.450000 sec): 3 clusters
  Score: Raw -20521029.125353 + Penalty 5881.850618 = -20515147.274735
  nChanged 7
		SP:Iteration 79Q (3175.880000 sec): 3 clusters
  Score: Raw -20521030.146580 + Penalty 5881.850618 = -20515148.295961
  nChanged 8
		SP:Iteration 80F (3176.460000 sec): 3 clusters
  Score: Raw -20521031.458111 + Penalty 5881.850618 = -20515149.607493
  nChanged 8
		SP:Iteration 81Q (3176.880000 sec): 3 clusters
  Score: Raw -20521032.665543 + Penalty 5881.850618 = -20515150.814925
  nChanged 8
		SP:Iteration 82Q (3177.300000 sec): 3 clusters
  Score: Raw -20521033.765269 + Penalty 5881.850618 = -20515151.914651
  nChanged 5
		SP:Iteration 83Q (3177.720000 sec): 3 clusters
  Score: Raw -20521034.675563 + Penalty 5881.850618 = -20515152.824945
  nChanged 9
		SP:Iteration 84Q (3178.140000 sec): 3 clusters
  Score: Raw -20521036.154674 + Penalty 5881.850618 = -20515154.304056
  nChanged 6
		SP:Iteration 85Q (3178.550000 sec): 3 clusters
  Score: Raw -20521037.139572 + Penalty 5881.850618 = -20515155.288954
  nChanged 7
		SP:Iteration 86Q (3178.990000 sec): 3 clusters
  Score: Raw -20521038.236284 + Penalty 5881.850618 = -20515156.385666
  nChanged 5
		SP:Iteration 87Q (3179.420000 sec): 3 clusters
  Score: Raw -20521038.988977 + Penalty 5881.850618 = -20515157.138359
  nChanged 3
		SP:Iteration 88Q (3179.850000 sec): 3 clusters
  Score: Raw -20521039.337739 + Penalty 5881.850618 = -20515157.487121
  nChanged 2
		SP:Iteration 89Q (3180.270000 sec): 3 clusters
  Score: Raw -20521039.546025 + Penalty 5881.850618 = -20515157.695407
  nChanged 2
		SP:Iteration 90Q (3180.690000 sec): 3 clusters
  Score: Raw -20521039.750757 + Penalty 5881.850618 = -20515157.900138
  nChanged 3
		SP:Iteration 91Q (3181.100000 sec): 3 clusters
  Score: Raw -20521040.057714 + Penalty 5881.850618 = -20515158.207095
  nChanged 3
		SP:Iteration 92Q (3181.520000 sec): 3 clusters
  Score: Raw -20521040.320932 + Penalty 5881.850618 = -20515158.470314
  nChanged 0
		SP:Iteration 93F (3182.100000 sec): 3 clusters
  Score: Raw -20521040.320932 + Penalty 5881.850618 = -20515158.470314
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3182.170000 sec): 2 clusters
  Score: Raw -19667.259116 + Penalty 1308.972435 = -18358.286681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3182.170000 sec): 3 clusters
  Score: Raw -20042.924819 + Penalty 2617.944871 = -17424.979948
  nChanged 32
		SP:Iteration 1F (3182.180000 sec): 3 clusters
  Score: Raw -20293.060479 + Penalty 2617.944871 = -17675.115608
  nChanged 12
		SP:Iteration 2F (3182.180000 sec): 3 clusters
  Score: Raw -20379.497341 + Penalty 2617.944871 = -17761.552470
  nChanged 7
		SP:Iteration 3Q (3182.180000 sec): 3 clusters
  Score: Raw -20412.558461 + Penalty 2617.944871 = -17794.613590
  nChanged 5
		SP:Iteration 4Q (3182.180000 sec): 3 clusters
  Score: Raw -20473.821080 + Penalty 2617.944871 = -17855.876209
  nChanged 2
		SP:Iteration 5Q (3182.180000 sec): 3 clusters
  Score: Raw -20483.272443 + Penalty 2617.944871 = -17865.327572
  nChanged 0
		SP:Iteration 6F (3182.180000 sec): 3 clusters
  Score: Raw -20483.272443 + Penalty 2617.944871 = -17865.327572
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 29 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3182.180000 sec): 2 clusters
  Score: Raw -74196.170923 + Penalty 1539.730326 = -72656.440597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3182.180000 sec): 3 clusters
  Score: Raw -74190.671023 + Penalty 3079.460653 = -71111.210370
  nChanged 79
		SP:Iteration 1F (3182.190000 sec): 3 clusters
  Score: Raw -74348.820861 + Penalty 3079.460653 = -71269.360208
  nChanged 19
		SP:Iteration 2Q (3182.190000 sec): 3 clusters
  Score: Raw -74388.109953 + Penalty 3079.460653 = -71308.649300
  nChanged 6
		SP:Iteration 3Q (3182.190000 sec): 3 clusters
  Score: Raw -74401.662869 + Penalty 3079.460653 = -71322.202216
  nChanged 5
		SP:Iteration 4Q (3182.190000 sec): 3 clusters
  Score: Raw -74415.033528 + Penalty 3079.460653 = -71335.572876
  nChanged 4
		SP:Iteration 5Q (3182.200000 sec): 3 clusters
  Score: Raw -74429.894125 + Penalty 3079.460653 = -71350.433472
  nChanged 0
		SP:Iteration 6F (3182.200000 sec): 3 clusters
  Score: Raw -74429.894125 + Penalty 3079.460653 = -71350.433472
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 30 (34692 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3182.320000 sec): 2 clusters
  Score: Raw -5301833.225367 + Penalty 2592.657569 = -5299240.567798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3182.470000 sec): 3 clusters
  Score: Raw -5280811.685374 + Penalty 5185.315138 = -5275626.370236
  nChanged 15710
		SP:Iteration 1F (3182.610000 sec): 3 clusters
  Score: Raw -5289455.003533 + Penalty 5185.315138 = -5284269.688395
  nChanged 1549
		SP:Iteration 2Q (3182.760000 sec): 3 clusters
  Score: Raw -5289928.322738 + Penalty 5185.315138 = -5284743.007600
  nChanged 1444
		SP:Iteration 3Q (3182.900000 sec): 3 clusters
  Score: Raw -5290390.408846 + Penalty 5185.315138 = -5285205.093707
  nChanged 1463
		SP:Iteration 4Q (3183.040000 sec): 3 clusters
  Score: Raw -5290928.637381 + Penalty 5185.315138 = -5285743.322242
  nChanged 1554
		SP:Iteration 5Q (3183.180000 sec): 3 clusters
  Score: Raw -5291589.909162 + Penalty 5185.315138 = -5286404.594023
  nChanged 1749
		SP:Iteration 6F (3183.320000 sec): 3 clusters
  Score: Raw -5292541.407988 + Penalty 5185.315138 = -5287356.092850
  nChanged 2042
		SP:Iteration 7F (3183.460000 sec): 3 clusters
  Score: Raw -5293809.729044 + Penalty 5185.315138 = -5288624.413905
  nChanged 2195
		SP:Iteration 8F (3183.600000 sec): 3 clusters
  Score: Raw -5295458.678075 + Penalty 5185.315138 = -5290273.362937
  nChanged 2095
		SP:Iteration 9F (3183.740000 sec): 3 clusters
  Score: Raw -5297218.073127 + Penalty 5185.315138 = -5292032.757989
  nChanged 1768
		SP:Iteration 10F (3183.880000 sec): 3 clusters
  Score: Raw -5298722.324211 + Penalty 5185.315138 = -5293537.009073
  nChanged 1257
		SP:Iteration 11Q (3184.020000 sec): 3 clusters
  Score: Raw -5299729.044650 + Penalty 5185.315138 = -5294543.729512
  nChanged 888
		SP:Iteration 12Q (3184.150000 sec): 3 clusters
  Score: Raw -5300300.749778 + Penalty 5185.315138 = -5295115.434639
  nChanged 604
		SP:Iteration 13Q (3184.280000 sec): 3 clusters
  Score: Raw -5300606.462585 + Penalty 5185.315138 = -5295421.147447
  nChanged 405
		SP:Iteration 14Q (3184.400000 sec): 3 clusters
  Score: Raw -5300777.218273 + Penalty 5185.315138 = -5295591.903135
  nChanged 329
		SP:Iteration 15Q (3184.520000 sec): 3 clusters
  Score: Raw -5300906.053288 + Penalty 5185.315138 = -5295720.738149
  nChanged 281
		SP:Iteration 16Q (3184.630000 sec): 3 clusters
  Score: Raw -5301007.398884 + Penalty 5185.315138 = -5295822.083746
  nChanged 233
		SP:Iteration 17Q (3184.750000 sec): 3 clusters
  Score: Raw -5301086.752001 + Penalty 5185.315138 = -5295901.436863
  nChanged 228
		SP:Iteration 18Q (3184.860000 sec): 3 clusters
  Score: Raw -5301163.850597 + Penalty 5185.315138 = -5295978.535459
  nChanged 217
		SP:Iteration 19Q (3184.980000 sec): 3 clusters
  Score: Raw -5301234.931883 + Penalty 5185.315138 = -5296049.616745
  nChanged 197
		SP:Iteration 20F (3185.120000 sec): 3 clusters
  Score: Raw -5301295.537841 + Penalty 5185.315138 = -5296110.222702
  nChanged 160
		SP:Iteration 21Q (3185.240000 sec): 3 clusters
  Score: Raw -5301342.505381 + Penalty 5185.315138 = -5296157.190242
  nChanged 139
		SP:Iteration 22Q (3185.350000 sec): 3 clusters
  Score: Raw -5301386.335779 + Penalty 5185.315138 = -5296201.020640
  nChanged 140
		SP:Iteration 23Q (3185.460000 sec): 3 clusters
  Score: Raw -5301429.245063 + Penalty 5185.315138 = -5296243.929924
  nChanged 135
		SP:Iteration 24Q (3185.580000 sec): 3 clusters
  Score: Raw -5301473.251097 + Penalty 5185.315138 = -5296287.935958
  nChanged 127
		SP:Iteration 25Q (3185.680000 sec): 3 clusters
  Score: Raw -5301520.977728 + Penalty 5185.315138 = -5296335.662589
  nChanged 129
		SP:Iteration 26Q (3185.790000 sec): 3 clusters
  Score: Raw -5301568.901188 + Penalty 5185.315138 = -5296383.586050
  nChanged 120
		SP:Iteration 27Q (3185.900000 sec): 3 clusters
  Score: Raw -5301608.438270 + Penalty 5185.315138 = -5296423.123131
  nChanged 114
		SP:Iteration 28Q (3186.010000 sec): 3 clusters
  Score: Raw -5301645.192272 + Penalty 5185.315138 = -5296459.877134
  nChanged 100
		SP:Iteration 29Q (3186.120000 sec): 3 clusters
  Score: Raw -5301678.370568 + Penalty 5185.315138 = -5296493.055430
  nChanged 88
		SP:Iteration 30Q (3186.230000 sec): 3 clusters
  Score: Raw -5301705.730803 + Penalty 5185.315138 = -5296520.415664
  nChanged 76
		SP:Iteration 31Q (3186.340000 sec): 3 clusters
  Score: Raw -5301727.761544 + Penalty 5185.315138 = -5296542.446406
  nChanged 66
		SP:Iteration 32Q (3186.440000 sec): 3 clusters
  Score: Raw -5301748.802669 + Penalty 5185.315138 = -5296563.487530
  nChanged 66
		SP:Iteration 33Q (3186.550000 sec): 3 clusters
  Score: Raw -5301771.978894 + Penalty 5185.315138 = -5296586.663755
  nChanged 69
		SP:Iteration 34Q (3186.650000 sec): 3 clusters
  Score: Raw -5301795.822299 + Penalty 5185.315138 = -5296610.507161
  nChanged 56
		SP:Iteration 35Q (3186.760000 sec): 3 clusters
  Score: Raw -5301815.853938 + Penalty 5185.315138 = -5296630.538800
  nChanged 67
		SP:Iteration 36Q (3186.860000 sec): 3 clusters
  Score: Raw -5301839.877323 + Penalty 5185.315138 = -5296654.562184
  nChanged 64
		SP:Iteration 37Q (3186.970000 sec): 3 clusters
  Score: Raw -5301866.791800 + Penalty 5185.315138 = -5296681.476661
  nChanged 57
		SP:Iteration 38Q (3187.080000 sec): 3 clusters
  Score: Raw -5301888.634188 + Penalty 5185.315138 = -5296703.319050
  nChanged 56
		SP:Iteration 39Q (3187.180000 sec): 3 clusters
  Score: Raw -5301910.885011 + Penalty 5185.315138 = -5296725.569873
  nChanged 54
		SP:Iteration 40F (3187.320000 sec): 3 clusters
  Score: Raw -5301931.030204 + Penalty 5185.315138 = -5296745.715066
  nChanged 36
		SP:Iteration 41Q (3187.420000 sec): 3 clusters
  Score: Raw -5301944.378877 + Penalty 5185.315138 = -5296759.063739
  nChanged 37
		SP:Iteration 42Q (3187.530000 sec): 3 clusters
  Score: Raw -5301958.439077 + Penalty 5185.315138 = -5296773.123939
  nChanged 33
		SP:Iteration 43Q (3187.630000 sec): 3 clusters
  Score: Raw -5301973.501006 + Penalty 5185.315138 = -5296788.185868
  nChanged 42
		SP:Iteration 44Q (3187.740000 sec): 3 clusters
  Score: Raw -5301989.740710 + Penalty 5185.315138 = -5296804.425572
  nChanged 38
		SP:Iteration 45Q (3187.840000 sec): 3 clusters
  Score: Raw -5302009.269973 + Penalty 5185.315138 = -5296823.954835
  nChanged 36
		SP:Iteration 46Q (3187.950000 sec): 3 clusters
  Score: Raw -5302025.880035 + Penalty 5185.315138 = -5296840.564897
  nChanged 39
		SP:Iteration 47Q (3188.060000 sec): 3 clusters
  Score: Raw -5302041.449389 + Penalty 5185.315138 = -5296856.134250
  nChanged 34
		SP:Iteration 48Q (3188.160000 sec): 3 clusters
  Score: Raw -5302053.643751 + Penalty 5185.315138 = -5296868.328612
  nChanged 27
		SP:Iteration 49Q (3188.260000 sec): 3 clusters
  Score: Raw -5302066.329538 + Penalty 5185.315138 = -5296881.014399
  nChanged 21
		SP:Iteration 50Q (3188.370000 sec): 3 clusters
  Score: Raw -5302074.531908 + Penalty 5185.315138 = -5296889.216770
  nChanged 16
		SP:Iteration 51Q (3188.470000 sec): 3 clusters
  Score: Raw -5302081.262311 + Penalty 5185.315138 = -5296895.947173
  nChanged 11
		SP:Iteration 52Q (3188.580000 sec): 3 clusters
  Score: Raw -5302084.452692 + Penalty 5185.315138 = -5296899.137553
  nChanged 12
		SP:Iteration 53Q (3188.680000 sec): 3 clusters
  Score: Raw -5302089.307391 + Penalty 5185.315138 = -5296903.992253
  nChanged 16
		SP:Iteration 54Q (3188.780000 sec): 3 clusters
  Score: Raw -5302096.278002 + Penalty 5185.315138 = -5296910.962863
  nChanged 11
		SP:Iteration 55Q (3188.880000 sec): 3 clusters
  Score: Raw -5302100.198307 + Penalty 5185.315138 = -5296914.883168
  nChanged 11
		SP:Iteration 56Q (3188.980000 sec): 3 clusters
  Score: Raw -5302104.108764 + Penalty 5185.315138 = -5296918.793625
  nChanged 10
		SP:Iteration 57Q (3189.080000 sec): 3 clusters
  Score: Raw -5302107.891880 + Penalty 5185.315138 = -5296922.576742
  nChanged 7
		SP:Iteration 58Q (3189.190000 sec): 3 clusters
  Score: Raw -5302109.748478 + Penalty 5185.315138 = -5296924.433339
  nChanged 7
		SP:Iteration 59Q (3189.290000 sec): 3 clusters
  Score: Raw -5302112.567483 + Penalty 5185.315138 = -5296927.252344
  nChanged 7
		SP:Iteration 60F (3189.430000 sec): 3 clusters
  Score: Raw -5302114.969164 + Penalty 5185.315138 = -5296929.654025
  nChanged 8
		SP:Iteration 61Q (3189.530000 sec): 3 clusters
  Score: Raw -5302118.383697 + Penalty 5185.315138 = -5296933.068559
  nChanged 6
		SP:Iteration 62Q (3189.630000 sec): 3 clusters
  Score: Raw -5302120.942231 + Penalty 5185.315138 = -5296935.627092
  nChanged 8
		SP:Iteration 63Q (3189.730000 sec): 3 clusters
  Score: Raw -5302123.929802 + Penalty 5185.315138 = -5296938.614663
  nChanged 7
		SP:Iteration 64Q (3189.830000 sec): 3 clusters
  Score: Raw -5302127.257813 + Penalty 5185.315138 = -5296941.942674
  nChanged 8
		SP:Iteration 65Q (3189.940000 sec): 3 clusters
  Score: Raw -5302130.547172 + Penalty 5185.315138 = -5296945.232033
  nChanged 7
		SP:Iteration 66Q (3190.030000 sec): 3 clusters
  Score: Raw -5302133.943778 + Penalty 5185.315138 = -5296948.628640
  nChanged 4
		SP:Iteration 67Q (3190.120000 sec): 3 clusters
  Score: Raw -5302135.795543 + Penalty 5185.315138 = -5296950.480405
  nChanged 8
		SP:Iteration 68Q (3190.210000 sec): 3 clusters
  Score: Raw -5302138.759317 + Penalty 5185.315138 = -5296953.444179
  nChanged 7
		SP:Iteration 69Q (3190.300000 sec): 3 clusters
  Score: Raw -5302141.375355 + Penalty 5185.315138 = -5296956.060216
  nChanged 1
		SP:Iteration 70Q (3190.390000 sec): 3 clusters
  Score: Raw -5302141.714056 + Penalty 5185.315138 = -5296956.398918
  nChanged 1
		SP:Iteration 71Q (3190.480000 sec): 3 clusters
  Score: Raw -5302142.368756 + Penalty 5185.315138 = -5296957.053617
  nChanged 4
		SP:Iteration 72Q (3190.570000 sec): 3 clusters
  Score: Raw -5302144.165403 + Penalty 5185.315138 = -5296958.850264
  nChanged 3
		SP:Iteration 73Q (3190.660000 sec): 3 clusters
  Score: Raw -5302145.287714 + Penalty 5185.315138 = -5296959.972575
  nChanged 2
		SP:Iteration 74Q (3190.760000 sec): 3 clusters
  Score: Raw -5302145.720713 + Penalty 5185.315138 = -5296960.405575
  nChanged 0
		SP:Iteration 75F (3190.880000 sec): 3 clusters
  Score: Raw -5302145.720713 + Penalty 5185.315138 = -5296960.405575
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 31 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3190.900000 sec): 2 clusters
  Score: Raw -27088.895071 + Penalty 1372.280593 = -25716.614478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3190.900000 sec): 3 clusters
  Score: Raw -27319.661017 + Penalty 2744.561186 = -24575.099830
  nChanged 39
		SP:Iteration 1F (3190.900000 sec): 3 clusters
  Score: Raw -27563.432117 + Penalty 2744.561186 = -24818.870931
  nChanged 19
		SP:Iteration 2F (3190.900000 sec): 3 clusters
  Score: Raw -27695.813864 + Penalty 2744.561186 = -24951.252678
  nChanged 5
		SP:Iteration 3Q (3190.900000 sec): 3 clusters
  Score: Raw -27710.591696 + Penalty 2744.561186 = -24966.030510
  nChanged 3
		SP:Iteration 4Q (3190.900000 sec): 3 clusters
  Score: Raw -27728.923722 + Penalty 2744.561186 = -24984.362535
  nChanged 2
		SP:Iteration 5Q (3190.900000 sec): 3 clusters
  Score: Raw -27736.735633 + Penalty 2744.561186 = -24992.174447
  nChanged 1
		SP:Iteration 6Q (3190.910000 sec): 3 clusters
  Score: Raw -27740.831277 + Penalty 2744.561186 = -24996.270091
  nChanged 0
		SP:Iteration 7F (3190.910000 sec): 3 clusters
  Score: Raw -27740.831277 + Penalty 2744.561186 = -24996.270091
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 32 (721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3190.910000 sec): 2 clusters
  Score: Raw -92353.119768 + Penalty 1631.998506 = -90721.121262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3190.920000 sec): 3 clusters
  Score: Raw -92284.702000 + Penalty 3263.997012 = -89020.704988
  nChanged 169
		SP:Iteration 1F (3190.920000 sec): 3 clusters
  Score: Raw -92624.284813 + Penalty 3263.997012 = -89360.287801
  nChanged 62
		SP:Iteration 2F (3190.920000 sec): 3 clusters
  Score: Raw -92810.749203 + Penalty 3263.997012 = -89546.752191
  nChanged 38
		SP:Iteration 3F (3190.920000 sec): 3 clusters
  Score: Raw -92892.832229 + Penalty 3263.997012 = -89628.835217
  nChanged 20
		SP:Iteration 4Q (3190.930000 sec): 3 clusters
  Score: Raw -92928.058061 + Penalty 3263.997012 = -89664.061049
  nChanged 15
		SP:Iteration 5Q (3190.930000 sec): 3 clusters
  Score: Raw -92957.656493 + Penalty 3263.997012 = -89693.659481
  nChanged 12
		SP:Iteration 6Q (3190.930000 sec): 3 clusters
  Score: Raw -92985.710289 + Penalty 3263.997012 = -89721.713277
  nChanged 6
		SP:Iteration 7Q (3190.930000 sec): 3 clusters
  Score: Raw -92998.710782 + Penalty 3263.997012 = -89734.713770
  nChanged 3
		SP:Iteration 8Q (3190.940000 sec): 3 clusters
  Score: Raw -93005.629921 + Penalty 3263.997012 = -89741.632909
  nChanged 4
		SP:Iteration 9Q (3190.940000 sec): 3 clusters
  Score: Raw -93011.680540 + Penalty 3263.997012 = -89747.683528
  nChanged 2
		SP:Iteration 10Q (3190.940000 sec): 3 clusters
  Score: Raw -93013.462410 + Penalty 3263.997012 = -89749.465398
  nChanged 2
		SP:Iteration 11Q (3190.940000 sec): 3 clusters
  Score: Raw -93017.262194 + Penalty 3263.997012 = -89753.265182
  nChanged 3
		SP:Iteration 12Q (3190.940000 sec): 3 clusters
  Score: Raw -93022.677905 + Penalty 3263.997012 = -89758.680893
  nChanged 3
		SP:Iteration 13Q (3190.950000 sec): 3 clusters
  Score: Raw -93032.109372 + Penalty 3263.997012 = -89768.112360
  nChanged 3
		SP:Iteration 14Q (3190.950000 sec): 3 clusters
  Score: Raw -93035.573332 + Penalty 3263.997012 = -89771.576320
  nChanged 0
		SP:Iteration 15F (3190.950000 sec): 3 clusters
  Score: Raw -93035.573332 + Penalty 3263.997012 = -89771.576320
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 33 (193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3190.960000 sec): 2 clusters
  Score: Raw -25068.601729 + Penalty 1305.147167 = -23763.454562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3190.960000 sec): 3 clusters
  Score: Raw -25542.384699 + Penalty 2610.294334 = -22932.090365
  nChanged 33
		SP:Iteration 1F (3190.960000 sec): 3 clusters
  Score: Raw -25756.232773 + Penalty 2610.294334 = -23145.938440
  nChanged 6
		SP:Iteration 2Q (3190.960000 sec): 3 clusters
  Score: Raw -25805.057306 + Penalty 2610.294334 = -23194.762972
  nChanged 2
		SP:Iteration 3Q (3190.960000 sec): 3 clusters
  Score: Raw -25818.917714 + Penalty 2610.294334 = -23208.623380
  nChanged 1
		SP:Iteration 4Q (3190.960000 sec): 3 clusters
  Score: Raw -25828.462665 + Penalty 2610.294334 = -23218.168331
  nChanged 1
		SP:Iteration 5Q (3190.960000 sec): 3 clusters
  Score: Raw -25834.689597 + Penalty 2610.294334 = -23224.395263
  nChanged 0
		SP:Iteration 6F (3190.960000 sec): 3 clusters
  Score: Raw -25834.689597 + Penalty 2610.294334 = -23224.395263
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 34 (929 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3190.970000 sec): 2 clusters
  Score: Raw -123238.451614 + Penalty 1694.858967 = -121543.592647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3190.970000 sec): 3 clusters
  Score: Raw -123052.750853 + Penalty 3389.717934 = -119663.032919
  nChanged 222
		SP:Iteration 1F (3190.970000 sec): 3 clusters
  Score: Raw -123343.614736 + Penalty 3389.717934 = -119953.896802
  nChanged 65
		SP:Iteration 2F (3190.980000 sec): 3 clusters
  Score: Raw -123445.642363 + Penalty 3389.717934 = -120055.924429
  nChanged 38
		SP:Iteration 3Q (3190.980000 sec): 3 clusters
  Score: Raw -123494.881767 + Penalty 3389.717934 = -120105.163833
  nChanged 13
		SP:Iteration 4Q (3190.980000 sec): 3 clusters
  Score: Raw -123509.622411 + Penalty 3389.717934 = -120119.904477
  nChanged 7
		SP:Iteration 5Q (3190.990000 sec): 3 clusters
  Score: Raw -123516.995610 + Penalty 3389.717934 = -120127.277676
  nChanged 4
		SP:Iteration 6Q (3190.990000 sec): 3 clusters
  Score: Raw -123523.908742 + Penalty 3389.717934 = -120134.190807
  nChanged 4
		SP:Iteration 7Q (3190.990000 sec): 3 clusters
  Score: Raw -123532.244862 + Penalty 3389.717934 = -120142.526928
  nChanged 5
		SP:Iteration 8Q (3191.000000 sec): 3 clusters
  Score: Raw -123541.749776 + Penalty 3389.717934 = -120152.031841
  nChanged 5
		SP:Iteration 9Q (3191.000000 sec): 3 clusters
  Score: Raw -123553.486040 + Penalty 3389.717934 = -120163.768106
  nChanged 9
		SP:Iteration 10Q (3191.000000 sec): 3 clusters
  Score: Raw -123567.284150 + Penalty 3389.717934 = -120177.566215
  nChanged 5
		SP:Iteration 11Q (3191.010000 sec): 3 clusters
  Score: Raw -123572.232770 + Penalty 3389.717934 = -120182.514836
  nChanged 1
		SP:Iteration 12Q (3191.010000 sec): 3 clusters
  Score: Raw -123572.664355 + Penalty 3389.717934 = -120182.946421
  nChanged 0
		SP:Iteration 13F (3191.010000 sec): 3 clusters
  Score: Raw -123572.664355 + Penalty 3389.717934 = -120182.946421
  nChanged 0
Iteration 219Q (3200.610000 sec): 35 clusters
  Score: Raw -117615865.977648 + Penalty 114739.327988 = -117501126.649660
  nChanged 7
Iteration 220F (3238.180000 sec): 35 clusters
  Score: Raw -117615866.238660 + Penalty 114739.327988 = -117501126.910672
  nChanged 11
Iteration 221Q (3248.080000 sec): 35 clusters
  Score: Raw -117615866.647276 + Penalty 114739.327988 = -117501127.319287
  nChanged 16
Iteration 222Q (3257.810000 sec): 35 clusters
  Score: Raw -117615867.541445 + Penalty 114739.327988 = -117501128.213457
  nChanged 17
Iteration 223Q (3267.620000 sec): 35 clusters
  Score: Raw -117615868.536285 + Penalty 114739.327988 = -117501129.208296
  nChanged 11
Iteration 224Q (3277.260000 sec): 35 clusters
  Score: Raw -117615868.950194 + Penalty 114739.327988 = -117501129.622206
  nChanged 8
Iteration 225Q (3286.890000 sec): 35 clusters
  Score: Raw -117615869.147456 + Penalty 114739.327988 = -117501129.819468
  nChanged 7
Iteration 226Q (3296.540000 sec): 35 clusters
  Score: Raw -117615869.268701 + Penalty 114739.327988 = -117501129.940713
  nChanged 10
Iteration 227Q (3306.230000 sec): 35 clusters
  Score: Raw -117615869.359701 + Penalty 114739.327988 = -117501130.031713
  nChanged 7
Iteration 228Q (3315.850000 sec): 35 clusters
  Score: Raw -117615869.399397 + Penalty 114739.327988 = -117501130.071409
  nChanged 6
Iteration 229Q (3325.480000 sec): 35 clusters
  Score: Raw -117615869.499726 + Penalty 114739.327988 = -117501130.171738
  nChanged 5
Iteration 230Q (3335.170000 sec): 35 clusters
  Score: Raw -117615869.636780 + Penalty 114739.327988 = -117501130.308792
  nChanged 5
Iteration 231Q (3344.770000 sec): 35 clusters
  Score: Raw -117615869.736357 + Penalty 114739.327988 = -117501130.408369
  nChanged 6
Iteration 232Q (3354.400000 sec): 35 clusters
  Score: Raw -117615869.845007 + Penalty 114739.327988 = -117501130.517019
  nChanged 4
Iteration 233Q (3364.010000 sec): 35 clusters
  Score: Raw -117615869.910864 + Penalty 114739.327988 = -117501130.582876
  nChanged 3
Iteration 234Q (3373.620000 sec): 35 clusters
  Score: Raw -117615869.935736 + Penalty 114739.327988 = -117501130.607748
  nChanged 1
Iteration 235Q (3383.230000 sec): 35 clusters
  Score: Raw -117615869.942608 + Penalty 114739.327988 = -117501130.614620
  nChanged 0
Iteration 236F (3420.140000 sec): 35 clusters
  Score: Raw -117615869.942608 + Penalty 114739.327988 = -117501130.614620
  nChanged 0
Compute initial score before splitting:   Score: Raw -117615869.942608 + Penalty 114739.327988 = -117501130.614620
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 1 (828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.170000 sec): 2 clusters
  Score: Raw -122761.033076 + Penalty 1666.315262 = -121094.717813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.180000 sec): 3 clusters
  Score: Raw -122645.430054 + Penalty 3332.630525 = -119312.799530
  nChanged 173
		SP:Iteration 1F (3420.180000 sec): 3 clusters
  Score: Raw -122877.408113 + Penalty 3332.630525 = -119544.777589
  nChanged 40
		SP:Iteration 2Q (3420.180000 sec): 3 clusters
  Score: Raw -122938.337654 + Penalty 3332.630525 = -119605.707130
  nChanged 15
		SP:Iteration 3Q (3420.180000 sec): 3 clusters
  Score: Raw -122960.065121 + Penalty 3332.630525 = -119627.434596
  nChanged 13
		SP:Iteration 4Q (3420.190000 sec): 3 clusters
  Score: Raw -122974.291775 + Penalty 3332.630525 = -119641.661250
  nChanged 7
		SP:Iteration 5Q (3420.190000 sec): 3 clusters
  Score: Raw -122986.752675 + Penalty 3332.630525 = -119654.122150
  nChanged 4
		SP:Iteration 6Q (3420.200000 sec): 3 clusters
  Score: Raw -122992.269353 + Penalty 3332.630525 = -119659.638829
  nChanged 3
		SP:Iteration 7Q (3420.200000 sec): 3 clusters
  Score: Raw -122995.526778 + Penalty 3332.630525 = -119662.896253
  nChanged 3
		SP:Iteration 8Q (3420.200000 sec): 3 clusters
  Score: Raw -122998.081392 + Penalty 3332.630525 = -119665.450868
  nChanged 1
		SP:Iteration 9Q (3420.200000 sec): 3 clusters
  Score: Raw -122999.362476 + Penalty 3332.630525 = -119666.731952
  nChanged 1
		SP:Iteration 10Q (3420.200000 sec): 3 clusters
  Score: Raw -123001.247659 + Penalty 3332.630525 = -119668.617135
  nChanged 1
		SP:Iteration 11Q (3420.210000 sec): 3 clusters
  Score: Raw -123002.165289 + Penalty 3332.630525 = -119669.534765
  nChanged 0
		SP:Iteration 12F (3420.210000 sec): 3 clusters
  Score: Raw -123002.165289 + Penalty 3332.630525 = -119669.534765
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 2 (1219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.220000 sec): 2 clusters
  Score: Raw -179904.369306 + Penalty 1762.234960 = -178142.134345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.220000 sec): 3 clusters
  Score: Raw -179603.323166 + Penalty 3524.469920 = -176078.853246
  nChanged 333
		SP:Iteration 1F (3420.230000 sec): 3 clusters
  Score: Raw -179930.197931 + Penalty 3524.469920 = -176405.728011
  nChanged 75
		SP:Iteration 2F (3420.230000 sec): 3 clusters
  Score: Raw -180025.677266 + Penalty 3524.469920 = -176501.207346
  nChanged 37
		SP:Iteration 3Q (3420.240000 sec): 3 clusters
  Score: Raw -180079.445331 + Penalty 3524.469920 = -176554.975410
  nChanged 43
		SP:Iteration 4Q (3420.240000 sec): 3 clusters
  Score: Raw -180132.666730 + Penalty 3524.469920 = -176608.196809
  nChanged 18
		SP:Iteration 5Q (3420.240000 sec): 3 clusters
  Score: Raw -180151.437099 + Penalty 3524.469920 = -176626.967179
  nChanged 14
		SP:Iteration 6Q (3420.250000 sec): 3 clusters
  Score: Raw -180165.841137 + Penalty 3524.469920 = -176641.371216
  nChanged 12
		SP:Iteration 7Q (3420.250000 sec): 3 clusters
  Score: Raw -180178.096960 + Penalty 3524.469920 = -176653.627040
  nChanged 9
		SP:Iteration 8Q (3420.260000 sec): 3 clusters
  Score: Raw -180187.848037 + Penalty 3524.469920 = -176663.378117
  nChanged 10
		SP:Iteration 9Q (3420.260000 sec): 3 clusters
  Score: Raw -180196.040660 + Penalty 3524.469920 = -176671.570740
  nChanged 6
		SP:Iteration 10Q (3420.270000 sec): 3 clusters
  Score: Raw -180207.125606 + Penalty 3524.469920 = -176682.655686
  nChanged 8
		SP:Iteration 11Q (3420.270000 sec): 3 clusters
  Score: Raw -180214.085657 + Penalty 3524.469920 = -176689.615737
  nChanged 6
		SP:Iteration 12Q (3420.280000 sec): 3 clusters
  Score: Raw -180218.317790 + Penalty 3524.469920 = -176693.847869
  nChanged 4
		SP:Iteration 13Q (3420.280000 sec): 3 clusters
  Score: Raw -180223.737040 + Penalty 3524.469920 = -176699.267119
  nChanged 4
		SP:Iteration 14Q (3420.280000 sec): 3 clusters
  Score: Raw -180226.527400 + Penalty 3524.469920 = -176702.057480
  nChanged 2
		SP:Iteration 15Q (3420.290000 sec): 3 clusters
  Score: Raw -180227.372304 + Penalty 3524.469920 = -176702.902384
  nChanged 0
		SP:Iteration 16F (3420.290000 sec): 3 clusters
  Score: Raw -180227.372304 + Penalty 3524.469920 = -176702.902384
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 3 (187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.300000 sec): 2 clusters
  Score: Raw -22540.062065 + Penalty 1297.314937 = -21242.747128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.300000 sec): 3 clusters
  Score: Raw -22911.189100 + Penalty 2594.629874 = -20316.559226
  nChanged 20
		SP:Iteration 1F (3420.300000 sec): 3 clusters
  Score: Raw -22999.577004 + Penalty 2594.629874 = -20404.947131
  nChanged 11
		SP:Iteration 2F (3420.300000 sec): 3 clusters
  Score: Raw -23078.111543 + Penalty 2594.629874 = -20483.481669
  nChanged 8
		SP:Iteration 3Q (3420.300000 sec): 3 clusters
  Score: Raw -23167.721890 + Penalty 2594.629874 = -20573.092016
  nChanged 5
		SP:Iteration 4Q (3420.300000 sec): 3 clusters
  Score: Raw -23198.952773 + Penalty 2594.629874 = -20604.322899
  nChanged 3
		SP:Iteration 5Q (3420.300000 sec): 3 clusters
  Score: Raw -23240.109481 + Penalty 2594.629874 = -20645.479607
  nChanged 3
		SP:Iteration 6Q (3420.300000 sec): 3 clusters
  Score: Raw -23275.191724 + Penalty 2594.629874 = -20680.561850
  nChanged 1
		SP:Iteration 7Q (3420.300000 sec): 3 clusters
  Score: Raw -23281.837332 + Penalty 2594.629874 = -20687.207458
  nChanged 0
		SP:Iteration 8F (3420.300000 sec): 3 clusters
  Score: Raw -23281.837332 + Penalty 2594.629874 = -20687.207458
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 4 (2808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.320000 sec): 2 clusters
  Score: Raw -412082.647571 + Penalty 1969.176486 = -410113.471085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.320000 sec): 3 clusters
  Score: Raw -410878.962460 + Penalty 3938.352972 = -406940.609489
  nChanged 981
		SP:Iteration 1F (3420.340000 sec): 3 clusters
  Score: Raw -411522.910814 + Penalty 3938.352972 = -407584.557842
  nChanged 217
		SP:Iteration 2F (3420.340000 sec): 3 clusters
  Score: Raw -411674.013899 + Penalty 3938.352972 = -407735.660927
  nChanged 133
		SP:Iteration 3Q (3420.360000 sec): 3 clusters
  Score: Raw -411760.806836 + Penalty 3938.352972 = -407822.453865
  nChanged 90
		SP:Iteration 4Q (3420.360000 sec): 3 clusters
  Score: Raw -411819.373875 + Penalty 3938.352972 = -407881.020904
  nChanged 62
		SP:Iteration 5Q (3420.380000 sec): 3 clusters
  Score: Raw -411863.535215 + Penalty 3938.352972 = -407925.182244
  nChanged 44
		SP:Iteration 6Q (3420.390000 sec): 3 clusters
  Score: Raw -411897.768409 + Penalty 3938.352972 = -407959.415438
  nChanged 60
		SP:Iteration 7Q (3420.400000 sec): 3 clusters
  Score: Raw -411940.816938 + Penalty 3938.352972 = -408002.463967
  nChanged 56
		SP:Iteration 8Q (3420.410000 sec): 3 clusters
  Score: Raw -411985.578471 + Penalty 3938.352972 = -408047.225500
  nChanged 37
		SP:Iteration 9Q (3420.420000 sec): 3 clusters
  Score: Raw -412007.941596 + Penalty 3938.352972 = -408069.588625
  nChanged 32
		SP:Iteration 10Q (3420.430000 sec): 3 clusters
  Score: Raw -412031.947643 + Penalty 3938.352972 = -408093.594671
  nChanged 35
		SP:Iteration 11Q (3420.440000 sec): 3 clusters
  Score: Raw -412056.916125 + Penalty 3938.352972 = -408118.563153
  nChanged 40
		SP:Iteration 12Q (3420.450000 sec): 3 clusters
  Score: Raw -412081.424133 + Penalty 3938.352972 = -408143.071162
  nChanged 28
		SP:Iteration 13Q (3420.460000 sec): 3 clusters
  Score: Raw -412095.988914 + Penalty 3938.352972 = -408157.635942
  nChanged 31
		SP:Iteration 14Q (3420.470000 sec): 3 clusters
  Score: Raw -412113.815815 + Penalty 3938.352972 = -408175.462843
  nChanged 22
		SP:Iteration 15Q (3420.480000 sec): 3 clusters
  Score: Raw -412125.901763 + Penalty 3938.352972 = -408187.548791
  nChanged 20
		SP:Iteration 16Q (3420.490000 sec): 3 clusters
  Score: Raw -412136.466859 + Penalty 3938.352972 = -408198.113887
  nChanged 19
		SP:Iteration 17Q (3420.500000 sec): 3 clusters
  Score: Raw -412147.950317 + Penalty 3938.352972 = -408209.597345
  nChanged 18
		SP:Iteration 18Q (3420.510000 sec): 3 clusters
  Score: Raw -412156.635064 + Penalty 3938.352972 = -408218.282092
  nChanged 19
		SP:Iteration 19Q (3420.520000 sec): 3 clusters
  Score: Raw -412167.338348 + Penalty 3938.352972 = -408228.985376
  nChanged 18
		SP:Iteration 20F (3420.530000 sec): 3 clusters
  Score: Raw -412177.353602 + Penalty 3938.352972 = -408239.000631
  nChanged 21
		SP:Iteration 21Q (3420.540000 sec): 3 clusters
  Score: Raw -412193.851156 + Penalty 3938.352972 = -408255.498185
  nChanged 31
		SP:Iteration 22Q (3420.550000 sec): 3 clusters
  Score: Raw -412216.641018 + Penalty 3938.352972 = -408278.288047
  nChanged 33
		SP:Iteration 23Q (3420.560000 sec): 3 clusters
  Score: Raw -412237.125598 + Penalty 3938.352972 = -408298.772627
  nChanged 33
		SP:Iteration 24Q (3420.570000 sec): 3 clusters
  Score: Raw -412258.900518 + Penalty 3938.352972 = -408320.547547
  nChanged 38
		SP:Iteration 25Q (3420.580000 sec): 3 clusters
  Score: Raw -412285.024765 + Penalty 3938.352972 = -408346.671794
  nChanged 45
		SP:Iteration 26Q (3420.590000 sec): 3 clusters
  Score: Raw -412323.968691 + Penalty 3938.352972 = -408385.615720
  nChanged 47
		SP:Iteration 27Q (3420.600000 sec): 3 clusters
  Score: Raw -412361.811861 + Penalty 3938.352972 = -408423.458890
  nChanged 46
		SP:Iteration 28Q (3420.610000 sec): 3 clusters
  Score: Raw -412399.782033 + Penalty 3938.352972 = -408461.429062
  nChanged 48
		SP:Iteration 29Q (3420.620000 sec): 3 clusters
  Score: Raw -412433.882800 + Penalty 3938.352972 = -408495.529828
  nChanged 47
		SP:Iteration 30Q (3420.630000 sec): 3 clusters
  Score: Raw -412479.151949 + Penalty 3938.352972 = -408540.798977
  nChanged 54
		SP:Iteration 31Q (3420.640000 sec): 3 clusters
  Score: Raw -412538.785790 + Penalty 3938.352972 = -408600.432819
  nChanged 61
		SP:Iteration 32Q (3420.650000 sec): 3 clusters
  Score: Raw -412604.141299 + Penalty 3938.352972 = -408665.788328
  nChanged 49
		SP:Iteration 33Q (3420.660000 sec): 3 clusters
  Score: Raw -412660.192628 + Penalty 3938.352972 = -408721.839656
  nChanged 56
		SP:Iteration 34Q (3420.670000 sec): 3 clusters
  Score: Raw -412732.021070 + Penalty 3938.352972 = -408793.668098
  nChanged 56
		SP:Iteration 35Q (3420.680000 sec): 3 clusters
  Score: Raw -412798.340756 + Penalty 3938.352972 = -408859.987785
  nChanged 48
		SP:Iteration 36Q (3420.690000 sec): 3 clusters
  Score: Raw -412841.298733 + Penalty 3938.352972 = -408902.945761
  nChanged 34
		SP:Iteration 37Q (3420.700000 sec): 3 clusters
  Score: Raw -412879.206992 + Penalty 3938.352972 = -408940.854020
  nChanged 29
		SP:Iteration 38Q (3420.700000 sec): 3 clusters
  Score: Raw -412904.458508 + Penalty 3938.352972 = -408966.105536
  nChanged 27
		SP:Iteration 39Q (3420.710000 sec): 3 clusters
  Score: Raw -412921.171364 + Penalty 3938.352972 = -408982.818392
  nChanged 17
		SP:Iteration 40F (3420.720000 sec): 3 clusters
  Score: Raw -412929.452375 + Penalty 3938.352972 = -408991.099404
  nChanged 10
		SP:Iteration 41Q (3420.730000 sec): 3 clusters
  Score: Raw -412934.361789 + Penalty 3938.352972 = -408996.008817
  nChanged 5
		SP:Iteration 42Q (3420.740000 sec): 3 clusters
  Score: Raw -412937.671397 + Penalty 3938.352972 = -408999.318425
  nChanged 3
		SP:Iteration 43Q (3420.750000 sec): 3 clusters
  Score: Raw -412939.841560 + Penalty 3938.352972 = -409001.488588
  nChanged 1
		SP:Iteration 44Q (3420.760000 sec): 3 clusters
  Score: Raw -412940.511943 + Penalty 3938.352972 = -409002.158972
  nChanged 1
		SP:Iteration 45Q (3420.770000 sec): 3 clusters
  Score: Raw -412940.968939 + Penalty 3938.352972 = -409002.615967
  nChanged 0
		SP:Iteration 46F (3420.780000 sec): 3 clusters
  Score: Raw -412940.968939 + Penalty 3938.352972 = -409002.615967
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 5 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.780000 sec): 2 clusters
  Score: Raw -77809.852459 + Penalty 1571.093454 = -76238.759005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.780000 sec): 3 clusters
  Score: Raw -77848.107947 + Penalty 3142.186909 = -74705.921038
  nChanged 114
		SP:Iteration 1F (3420.780000 sec): 3 clusters
  Score: Raw -78089.018923 + Penalty 3142.186909 = -74946.832015
  nChanged 38
		SP:Iteration 2F (3420.790000 sec): 3 clusters
  Score: Raw -78268.120227 + Penalty 3142.186909 = -75125.933318
  nChanged 37
		SP:Iteration 3F (3420.790000 sec): 3 clusters
  Score: Raw -78407.084374 + Penalty 3142.186909 = -75264.897466
  nChanged 33
		SP:Iteration 4F (3420.790000 sec): 3 clusters
  Score: Raw -78599.089868 + Penalty 3142.186909 = -75456.902959
  nChanged 23
		SP:Iteration 5Q (3420.800000 sec): 3 clusters
  Score: Raw -78690.222806 + Penalty 3142.186909 = -75548.035897
  nChanged 19
		SP:Iteration 6Q (3420.800000 sec): 3 clusters
  Score: Raw -78757.835730 + Penalty 3142.186909 = -75615.648821
  nChanged 11
		SP:Iteration 7Q (3420.800000 sec): 3 clusters
  Score: Raw -78801.014146 + Penalty 3142.186909 = -75658.827237
  nChanged 5
		SP:Iteration 8Q (3420.800000 sec): 3 clusters
  Score: Raw -78829.674349 + Penalty 3142.186909 = -75687.487440
  nChanged 7
		SP:Iteration 9Q (3420.800000 sec): 3 clusters
  Score: Raw -78876.170291 + Penalty 3142.186909 = -75733.983383
  nChanged 5
		SP:Iteration 10Q (3420.800000 sec): 3 clusters
  Score: Raw -78905.724082 + Penalty 3142.186909 = -75763.537174
  nChanged 1
		SP:Iteration 11Q (3420.800000 sec): 3 clusters
  Score: Raw -78908.263185 + Penalty 3142.186909 = -75766.076277
  nChanged 0
		SP:Iteration 12F (3420.810000 sec): 3 clusters
  Score: Raw -78908.263185 + Penalty 3142.186909 = -75766.076277
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 6 (17819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3420.870000 sec): 2 clusters
  Score: Raw -2463886.960096 + Penalty 2427.429105 = -2461459.530991
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3420.930000 sec): 3 clusters
  Score: Raw -2453588.674399 + Penalty 4854.858209 = -2448733.816190
  nChanged 7811
		SP:Iteration 1F (3421.000000 sec): 3 clusters
  Score: Raw -2457773.599292 + Penalty 4854.858209 = -2452918.741083
  nChanged 1167
		SP:Iteration 2F (3421.060000 sec): 3 clusters
  Score: Raw -2458361.645853 + Penalty 4854.858209 = -2453506.787644
  nChanged 1075
		SP:Iteration 3F (3421.130000 sec): 3 clusters
  Score: Raw -2458900.312540 + Penalty 4854.858209 = -2454045.454331
  nChanged 968
		SP:Iteration 4F (3421.190000 sec): 3 clusters
  Score: Raw -2459443.276565 + Penalty 4854.858209 = -2454588.418356
  nChanged 924
		SP:Iteration 5F (3421.260000 sec): 3 clusters
  Score: Raw -2459980.422220 + Penalty 4854.858209 = -2455125.564011
  nChanged 920
		SP:Iteration 6F (3421.320000 sec): 3 clusters
  Score: Raw -2460517.715230 + Penalty 4854.858209 = -2455662.857021
  nChanged 902
		SP:Iteration 7F (3421.380000 sec): 3 clusters
  Score: Raw -2461061.964731 + Penalty 4854.858209 = -2456207.106522
  nChanged 851
		SP:Iteration 8Q (3421.450000 sec): 3 clusters
  Score: Raw -2461562.267829 + Penalty 4854.858209 = -2456707.409620
  nChanged 738
		SP:Iteration 9Q (3421.510000 sec): 3 clusters
  Score: Raw -2461972.363026 + Penalty 4854.858209 = -2457117.504817
  nChanged 669
		SP:Iteration 10Q (3421.580000 sec): 3 clusters
  Score: Raw -2462308.148417 + Penalty 4854.858209 = -2457453.290208
  nChanged 528
		SP:Iteration 11Q (3421.640000 sec): 3 clusters
  Score: Raw -2462553.907843 + Penalty 4854.858209 = -2457699.049634
  nChanged 426
		SP:Iteration 12Q (3421.700000 sec): 3 clusters
  Score: Raw -2462714.232038 + Penalty 4854.858209 = -2457859.373829
  nChanged 336
		SP:Iteration 13Q (3421.760000 sec): 3 clusters
  Score: Raw -2462827.919523 + Penalty 4854.858209 = -2457973.061314
  nChanged 251
		SP:Iteration 14Q (3421.830000 sec): 3 clusters
  Score: Raw -2462907.918345 + Penalty 4854.858209 = -2458053.060136
  nChanged 231
		SP:Iteration 15Q (3421.890000 sec): 3 clusters
  Score: Raw -2462980.741534 + Penalty 4854.858209 = -2458125.883325
  nChanged 206
		SP:Iteration 16Q (3421.950000 sec): 3 clusters
  Score: Raw -2463041.140219 + Penalty 4854.858209 = -2458186.282010
  nChanged 183
		SP:Iteration 17Q (3422.010000 sec): 3 clusters
  Score: Raw -2463091.709847 + Penalty 4854.858209 = -2458236.851638
  nChanged 159
		SP:Iteration 18Q (3422.070000 sec): 3 clusters
  Score: Raw -2463134.158612 + Penalty 4854.858209 = -2458279.300403
  nChanged 151
		SP:Iteration 19Q (3422.140000 sec): 3 clusters
  Score: Raw -2463175.259497 + Penalty 4854.858209 = -2458320.401288
  nChanged 161
		SP:Iteration 20F (3422.200000 sec): 3 clusters
  Score: Raw -2463216.617670 + Penalty 4854.858209 = -2458361.759461
  nChanged 134
		SP:Iteration 21Q (3422.260000 sec): 3 clusters
  Score: Raw -2463252.617665 + Penalty 4854.858209 = -2458397.759456
  nChanged 129
		SP:Iteration 22Q (3422.320000 sec): 3 clusters
  Score: Raw -2463286.020388 + Penalty 4854.858209 = -2458431.162179
  nChanged 139
		SP:Iteration 23Q (3422.380000 sec): 3 clusters
  Score: Raw -2463320.279652 + Penalty 4854.858209 = -2458465.421443
  nChanged 147
		SP:Iteration 24Q (3422.440000 sec): 3 clusters
  Score: Raw -2463360.198395 + Penalty 4854.858209 = -2458505.340186
  nChanged 145
		SP:Iteration 25Q (3422.500000 sec): 3 clusters
  Score: Raw -2463398.983691 + Penalty 4854.858209 = -2458544.125482
  nChanged 140
		SP:Iteration 26Q (3422.560000 sec): 3 clusters
  Score: Raw -2463440.960849 + Penalty 4854.858209 = -2458586.102640
  nChanged 157
		SP:Iteration 27Q (3422.620000 sec): 3 clusters
  Score: Raw -2463489.889908 + Penalty 4854.858209 = -2458635.031699
  nChanged 160
		SP:Iteration 28Q (3422.680000 sec): 3 clusters
  Score: Raw -2463535.389574 + Penalty 4854.858209 = -2458680.531365
  nChanged 147
		SP:Iteration 29Q (3422.740000 sec): 3 clusters
  Score: Raw -2463574.330432 + Penalty 4854.858209 = -2458719.472223
  nChanged 132
		SP:Iteration 30Q (3422.800000 sec): 3 clusters
  Score: Raw -2463609.646370 + Penalty 4854.858209 = -2458754.788161
  nChanged 127
		SP:Iteration 31Q (3422.860000 sec): 3 clusters
  Score: Raw -2463638.715614 + Penalty 4854.858209 = -2458783.857405
  nChanged 98
		SP:Iteration 32Q (3422.920000 sec): 3 clusters
  Score: Raw -2463657.031145 + Penalty 4854.858209 = -2458802.172936
  nChanged 90
		SP:Iteration 33Q (3422.980000 sec): 3 clusters
  Score: Raw -2463675.379151 + Penalty 4854.858209 = -2458820.520942
  nChanged 95
		SP:Iteration 34Q (3423.040000 sec): 3 clusters
  Score: Raw -2463697.442015 + Penalty 4854.858209 = -2458842.583806
  nChanged 106
		SP:Iteration 35Q (3423.100000 sec): 3 clusters
  Score: Raw -2463726.031549 + Penalty 4854.858209 = -2458871.173340
  nChanged 97
		SP:Iteration 36Q (3423.160000 sec): 3 clusters
  Score: Raw -2463750.944884 + Penalty 4854.858209 = -2458896.086675
  nChanged 108
		SP:Iteration 37Q (3423.220000 sec): 3 clusters
  Score: Raw -2463778.055074 + Penalty 4854.858209 = -2458923.196865
  nChanged 94
		SP:Iteration 38Q (3423.270000 sec): 3 clusters
  Score: Raw -2463799.009675 + Penalty 4854.858209 = -2458944.151466
  nChanged 91
		SP:Iteration 39Q (3423.330000 sec): 3 clusters
  Score: Raw -2463816.185228 + Penalty 4854.858209 = -2458961.327019
  nChanged 71
		SP:Iteration 40F (3423.400000 sec): 3 clusters
  Score: Raw -2463831.016840 + Penalty 4854.858209 = -2458976.158631
  nChanged 75
		SP:Iteration 41Q (3423.450000 sec): 3 clusters
  Score: Raw -2463849.383773 + Penalty 4854.858209 = -2458994.525564
  nChanged 87
		SP:Iteration 42Q (3423.510000 sec): 3 clusters
  Score: Raw -2463871.487544 + Penalty 4854.858209 = -2459016.629335
  nChanged 95
		SP:Iteration 43Q (3423.570000 sec): 3 clusters
  Score: Raw -2463894.569074 + Penalty 4854.858209 = -2459039.710865
  nChanged 95
		SP:Iteration 44Q (3423.630000 sec): 3 clusters
  Score: Raw -2463917.920073 + Penalty 4854.858209 = -2459063.061864
  nChanged 88
		SP:Iteration 45Q (3423.680000 sec): 3 clusters
  Score: Raw -2463936.588206 + Penalty 4854.858209 = -2459081.729997
  nChanged 75
		SP:Iteration 46Q (3423.740000 sec): 3 clusters
  Score: Raw -2463953.833448 + Penalty 4854.858209 = -2459098.975239
  nChanged 87
		SP:Iteration 47Q (3423.800000 sec): 3 clusters
  Score: Raw -2463970.889311 + Penalty 4854.858209 = -2459116.031101
  nChanged 69
		SP:Iteration 48Q (3423.860000 sec): 3 clusters
  Score: Raw -2463986.388303 + Penalty 4854.858209 = -2459131.530094
  nChanged 67
		SP:Iteration 49Q (3423.920000 sec): 3 clusters
  Score: Raw -2463999.801935 + Penalty 4854.858209 = -2459144.943725
  nChanged 65
		SP:Iteration 50Q (3423.970000 sec): 3 clusters
  Score: Raw -2464012.454892 + Penalty 4854.858209 = -2459157.596683
  nChanged 57
		SP:Iteration 51Q (3424.030000 sec): 3 clusters
  Score: Raw -2464022.106246 + Penalty 4854.858209 = -2459167.248037
  nChanged 51
		SP:Iteration 52Q (3424.090000 sec): 3 clusters
  Score: Raw -2464031.855153 + Penalty 4854.858209 = -2459176.996944
  nChanged 51
		SP:Iteration 53Q (3424.140000 sec): 3 clusters
  Score: Raw -2464041.214172 + Penalty 4854.858209 = -2459186.355963
  nChanged 54
		SP:Iteration 54Q (3424.200000 sec): 3 clusters
  Score: Raw -2464049.786462 + Penalty 4854.858209 = -2459194.928253
  nChanged 51
		SP:Iteration 55Q (3424.260000 sec): 3 clusters
  Score: Raw -2464060.432182 + Penalty 4854.858209 = -2459205.573973
  nChanged 53
		SP:Iteration 56Q (3424.320000 sec): 3 clusters
  Score: Raw -2464070.377991 + Penalty 4854.858209 = -2459215.519781
  nChanged 51
		SP:Iteration 57Q (3424.370000 sec): 3 clusters
  Score: Raw -2464080.003171 + Penalty 4854.858209 = -2459225.144962
  nChanged 44
		SP:Iteration 58Q (3424.430000 sec): 3 clusters
  Score: Raw -2464087.915686 + Penalty 4854.858209 = -2459233.057477
  nChanged 49
		SP:Iteration 59Q (3424.480000 sec): 3 clusters
  Score: Raw -2464097.157740 + Penalty 4854.858209 = -2459242.299531
  nChanged 51
		SP:Iteration 60F (3424.550000 sec): 3 clusters
  Score: Raw -2464108.724008 + Penalty 4854.858209 = -2459253.865799
  nChanged 55
		SP:Iteration 61Q (3424.600000 sec): 3 clusters
  Score: Raw -2464121.327617 + Penalty 4854.858209 = -2459266.469408
  nChanged 53
		SP:Iteration 62Q (3424.660000 sec): 3 clusters
  Score: Raw -2464131.662131 + Penalty 4854.858209 = -2459276.803922
  nChanged 51
		SP:Iteration 63Q (3424.720000 sec): 3 clusters
  Score: Raw -2464143.570257 + Penalty 4854.858209 = -2459288.712048
  nChanged 60
		SP:Iteration 64Q (3424.770000 sec): 3 clusters
  Score: Raw -2464158.203564 + Penalty 4854.858209 = -2459303.345355
  nChanged 52
		SP:Iteration 65Q (3424.830000 sec): 3 clusters
  Score: Raw -2464172.619893 + Penalty 4854.858209 = -2459317.761684
  nChanged 70
		SP:Iteration 66Q (3424.880000 sec): 3 clusters
  Score: Raw -2464191.133101 + Penalty 4854.858209 = -2459336.274892
  nChanged 63
		SP:Iteration 67Q (3424.940000 sec): 3 clusters
  Score: Raw -2464206.308459 + Penalty 4854.858209 = -2459351.450250
  nChanged 64
		SP:Iteration 68Q (3425.000000 sec): 3 clusters
  Score: Raw -2464219.340297 + Penalty 4854.858209 = -2459364.482088
  nChanged 55
		SP:Iteration 69Q (3425.050000 sec): 3 clusters
  Score: Raw -2464228.984852 + Penalty 4854.858209 = -2459374.126643
  nChanged 46
		SP:Iteration 70Q (3425.110000 sec): 3 clusters
  Score: Raw -2464238.402243 + Penalty 4854.858209 = -2459383.544034
  nChanged 52
		SP:Iteration 71Q (3425.170000 sec): 3 clusters
  Score: Raw -2464249.928425 + Penalty 4854.858209 = -2459395.070216
  nChanged 41
		SP:Iteration 72Q (3425.220000 sec): 3 clusters
  Score: Raw -2464257.934315 + Penalty 4854.858209 = -2459403.076106
  nChanged 40
		SP:Iteration 73Q (3425.280000 sec): 3 clusters
  Score: Raw -2464266.141585 + Penalty 4854.858209 = -2459411.283376
  nChanged 49
		SP:Iteration 74Q (3425.330000 sec): 3 clusters
  Score: Raw -2464279.010354 + Penalty 4854.858209 = -2459424.152145
  nChanged 54
		SP:Iteration 75Q (3425.390000 sec): 3 clusters
  Score: Raw -2464295.342915 + Penalty 4854.858209 = -2459440.484706
  nChanged 63
		SP:Iteration 76Q (3425.440000 sec): 3 clusters
  Score: Raw -2464312.489974 + Penalty 4854.858209 = -2459457.631765
  nChanged 56
		SP:Iteration 77Q (3425.500000 sec): 3 clusters
  Score: Raw -2464327.452248 + Penalty 4854.858209 = -2459472.594039
  nChanged 57
		SP:Iteration 78Q (3425.550000 sec): 3 clusters
  Score: Raw -2464341.498239 + Penalty 4854.858209 = -2459486.640030
  nChanged 58
		SP:Iteration 79Q (3425.610000 sec): 3 clusters
  Score: Raw -2464355.459373 + Penalty 4854.858209 = -2459500.601164
  nChanged 54
		SP:Iteration 80F (3425.670000 sec): 3 clusters
  Score: Raw -2464367.757045 + Penalty 4854.858209 = -2459512.898835
  nChanged 49
		SP:Iteration 81Q (3425.720000 sec): 3 clusters
  Score: Raw -2464380.915800 + Penalty 4854.858209 = -2459526.057591
  nChanged 57
		SP:Iteration 82Q (3425.780000 sec): 3 clusters
  Score: Raw -2464395.155288 + Penalty 4854.858209 = -2459540.297079
  nChanged 56
		SP:Iteration 83Q (3425.830000 sec): 3 clusters
  Score: Raw -2464407.952114 + Penalty 4854.858209 = -2459553.093905
  nChanged 56
		SP:Iteration 84Q (3425.890000 sec): 3 clusters
  Score: Raw -2464420.868008 + Penalty 4854.858209 = -2459566.009799
  nChanged 51
		SP:Iteration 85Q (3425.940000 sec): 3 clusters
  Score: Raw -2464433.877070 + Penalty 4854.858209 = -2459579.018861
  nChanged 53
		SP:Iteration 86Q (3426.000000 sec): 3 clusters
  Score: Raw -2464446.130163 + Penalty 4854.858209 = -2459591.271954
  nChanged 52
		SP:Iteration 87Q (3426.050000 sec): 3 clusters
  Score: Raw -2464458.926104 + Penalty 4854.858209 = -2459604.067894
  nChanged 52
		SP:Iteration 88Q (3426.100000 sec): 3 clusters
  Score: Raw -2464475.717603 + Penalty 4854.858209 = -2459620.859394
  nChanged 76
		SP:Iteration 89Q (3426.160000 sec): 3 clusters
  Score: Raw -2464498.757694 + Penalty 4854.858209 = -2459643.899485
  nChanged 69
		SP:Iteration 90Q (3426.210000 sec): 3 clusters
  Score: Raw -2464518.495308 + Penalty 4854.858209 = -2459663.637099
  nChanged 65
		SP:Iteration 91Q (3426.260000 sec): 3 clusters
  Score: Raw -2464538.074455 + Penalty 4854.858209 = -2459683.216246
  nChanged 69
		SP:Iteration 92Q (3426.320000 sec): 3 clusters
  Score: Raw -2464560.986921 + Penalty 4854.858209 = -2459706.128712
  nChanged 71
		SP:Iteration 93Q (3426.370000 sec): 3 clusters
  Score: Raw -2464582.803571 + Penalty 4854.858209 = -2459727.945362
  nChanged 54
		SP:Iteration 94Q (3426.420000 sec): 3 clusters
  Score: Raw -2464598.040306 + Penalty 4854.858209 = -2459743.182097
  nChanged 59
		SP:Iteration 95Q (3426.480000 sec): 3 clusters
  Score: Raw -2464615.255977 + Penalty 4854.858209 = -2459760.397768
  nChanged 59
		SP:Iteration 96Q (3426.530000 sec): 3 clusters
  Score: Raw -2464631.497402 + Penalty 4854.858209 = -2459776.639193
  nChanged 54
		SP:Iteration 97Q (3426.580000 sec): 3 clusters
  Score: Raw -2464645.390789 + Penalty 4854.858209 = -2459790.532579
  nChanged 47
		SP:Iteration 98Q (3426.640000 sec): 3 clusters
  Score: Raw -2464659.432070 + Penalty 4854.858209 = -2459804.573861
  nChanged 55
		SP:Iteration 99Q (3426.690000 sec): 3 clusters
  Score: Raw -2464674.179313 + Penalty 4854.858209 = -2459819.321104
  nChanged 55
		SP:Iteration 100F (3426.750000 sec): 3 clusters
  Score: Raw -2464688.747474 + Penalty 4854.858209 = -2459833.889264
  nChanged 43
		SP:Iteration 101Q (3426.800000 sec): 3 clusters
  Score: Raw -2464703.330554 + Penalty 4854.858209 = -2459848.472344
  nChanged 41
		SP:Iteration 102Q (3426.860000 sec): 3 clusters
  Score: Raw -2464714.900172 + Penalty 4854.858209 = -2459860.041963
  nChanged 31
		SP:Iteration 103Q (3426.910000 sec): 3 clusters
  Score: Raw -2464722.238837 + Penalty 4854.858209 = -2459867.380628
  nChanged 23
		SP:Iteration 104Q (3426.960000 sec): 3 clusters
  Score: Raw -2464727.379130 + Penalty 4854.858209 = -2459872.520921
  nChanged 27
		SP:Iteration 105Q (3427.010000 sec): 3 clusters
  Score: Raw -2464735.077484 + Penalty 4854.858209 = -2459880.219275
  nChanged 31
		SP:Iteration 106Q (3427.060000 sec): 3 clusters
  Score: Raw -2464744.142391 + Penalty 4854.858209 = -2459889.284182
  nChanged 33
		SP:Iteration 107Q (3427.110000 sec): 3 clusters
  Score: Raw -2464752.825024 + Penalty 4854.858209 = -2459897.966815
  nChanged 28
		SP:Iteration 108Q (3427.160000 sec): 3 clusters
  Score: Raw -2464759.832410 + Penalty 4854.858209 = -2459904.974201
  nChanged 25
		SP:Iteration 109Q (3427.220000 sec): 3 clusters
  Score: Raw -2464768.114426 + Penalty 4854.858209 = -2459913.256217
  nChanged 23
		SP:Iteration 110Q (3427.270000 sec): 3 clusters
  Score: Raw -2464773.939943 + Penalty 4854.858209 = -2459919.081734
  nChanged 21
		SP:Iteration 111Q (3427.320000 sec): 3 clusters
  Score: Raw -2464778.506593 + Penalty 4854.858209 = -2459923.648383
  nChanged 13
		SP:Iteration 112Q (3427.370000 sec): 3 clusters
  Score: Raw -2464781.366139 + Penalty 4854.858209 = -2459926.507930
  nChanged 13
		SP:Iteration 113Q (3427.420000 sec): 3 clusters
  Score: Raw -2464784.803172 + Penalty 4854.858209 = -2459929.944963
  nChanged 13
		SP:Iteration 114Q (3427.470000 sec): 3 clusters
  Score: Raw -2464788.204886 + Penalty 4854.858209 = -2459933.346677
  nChanged 15
		SP:Iteration 115Q (3427.520000 sec): 3 clusters
  Score: Raw -2464790.829382 + Penalty 4854.858209 = -2459935.971172
  nChanged 7
		SP:Iteration 116Q (3427.570000 sec): 3 clusters
  Score: Raw -2464792.319846 + Penalty 4854.858209 = -2459937.461637
  nChanged 9
		SP:Iteration 117Q (3427.620000 sec): 3 clusters
  Score: Raw -2464794.162919 + Penalty 4854.858209 = -2459939.304710
  nChanged 14
		SP:Iteration 118Q (3427.670000 sec): 3 clusters
  Score: Raw -2464797.980539 + Penalty 4854.858209 = -2459943.122330
  nChanged 12
		SP:Iteration 119Q (3427.720000 sec): 3 clusters
  Score: Raw -2464800.694763 + Penalty 4854.858209 = -2459945.836554
  nChanged 9
		SP:Iteration 120F (3427.790000 sec): 3 clusters
  Score: Raw -2464802.107640 + Penalty 4854.858209 = -2459947.249431
  nChanged 5
		SP:Iteration 121Q (3427.840000 sec): 3 clusters
  Score: Raw -2464802.880509 + Penalty 4854.858209 = -2459948.022300
  nChanged 7
		SP:Iteration 122Q (3427.890000 sec): 3 clusters
  Score: Raw -2464803.960904 + Penalty 4854.858209 = -2459949.102695
  nChanged 4
		SP:Iteration 123Q (3427.940000 sec): 3 clusters
  Score: Raw -2464804.475122 + Penalty 4854.858209 = -2459949.616913
  nChanged 5
		SP:Iteration 124Q (3427.990000 sec): 3 clusters
  Score: Raw -2464805.221668 + Penalty 4854.858209 = -2459950.363459
  nChanged 4
		SP:Iteration 125Q (3428.040000 sec): 3 clusters
  Score: Raw -2464806.153092 + Penalty 4854.858209 = -2459951.294883
  nChanged 3
		SP:Iteration 126Q (3428.100000 sec): 3 clusters
  Score: Raw -2464807.200592 + Penalty 4854.858209 = -2459952.342383
  nChanged 5
		SP:Iteration 127Q (3428.140000 sec): 3 clusters
  Score: Raw -2464808.847211 + Penalty 4854.858209 = -2459953.989002
  nChanged 5
		SP:Iteration 128Q (3428.200000 sec): 3 clusters
  Score: Raw -2464809.674428 + Penalty 4854.858209 = -2459954.816219
  nChanged 4
		SP:Iteration 129Q (3428.250000 sec): 3 clusters
  Score: Raw -2464811.296599 + Penalty 4854.858209 = -2459956.438390
  nChanged 7
		SP:Iteration 130Q (3428.300000 sec): 3 clusters
  Score: Raw -2464812.902632 + Penalty 4854.858209 = -2459958.044423
  nChanged 7
		SP:Iteration 131Q (3428.350000 sec): 3 clusters
  Score: Raw -2464814.518844 + Penalty 4854.858209 = -2459959.660635
  nChanged 6
		SP:Iteration 132Q (3428.400000 sec): 3 clusters
  Score: Raw -2464815.560953 + Penalty 4854.858209 = -2459960.702744
  nChanged 5
		SP:Iteration 133Q (3428.450000 sec): 3 clusters
  Score: Raw -2464816.593693 + Penalty 4854.858209 = -2459961.735484
  nChanged 8
		SP:Iteration 134Q (3428.500000 sec): 3 clusters
  Score: Raw -2464818.089175 + Penalty 4854.858209 = -2459963.230966
  nChanged 2
		SP:Iteration 135Q (3428.550000 sec): 3 clusters
  Score: Raw -2464818.283506 + Penalty 4854.858209 = -2459963.425297
  nChanged 2
		SP:Iteration 136Q (3428.600000 sec): 3 clusters
  Score: Raw -2464818.666485 + Penalty 4854.858209 = -2459963.808276
  nChanged 2
		SP:Iteration 137Q (3428.650000 sec): 3 clusters
  Score: Raw -2464819.236051 + Penalty 4854.858209 = -2459964.377842
  nChanged 3
		SP:Iteration 138Q (3428.700000 sec): 3 clusters
  Score: Raw -2464819.760031 + Penalty 4854.858209 = -2459964.901822
  nChanged 2
		SP:Iteration 139Q (3428.750000 sec): 3 clusters
  Score: Raw -2464820.103783 + Penalty 4854.858209 = -2459965.245574
  nChanged 3
		SP:Iteration 140F (3428.820000 sec): 3 clusters
  Score: Raw -2464820.599183 + Penalty 4854.858209 = -2459965.740974
  nChanged 4
		SP:Iteration 141Q (3428.870000 sec): 3 clusters
  Score: Raw -2464821.529321 + Penalty 4854.858209 = -2459966.671112
  nChanged 4
		SP:Iteration 142Q (3428.920000 sec): 3 clusters
  Score: Raw -2464822.297251 + Penalty 4854.858209 = -2459967.439042
  nChanged 3
		SP:Iteration 143Q (3428.970000 sec): 3 clusters
  Score: Raw -2464823.118878 + Penalty 4854.858209 = -2459968.260669
  nChanged 2
		SP:Iteration 144Q (3429.020000 sec): 3 clusters
  Score: Raw -2464823.469783 + Penalty 4854.858209 = -2459968.611574
  nChanged 1
		SP:Iteration 145Q (3429.070000 sec): 3 clusters
  Score: Raw -2464823.592500 + Penalty 4854.858209 = -2459968.734291
  nChanged 1
		SP:Iteration 146Q (3429.120000 sec): 3 clusters
  Score: Raw -2464823.832075 + Penalty 4854.858209 = -2459968.973866
  nChanged 0
		SP:Iteration 147F (3429.190000 sec): 3 clusters
  Score: Raw -2464823.832075 + Penalty 4854.858209 = -2459968.973866
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 7 (7193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3429.210000 sec): 2 clusters
  Score: Raw -1055439.629180 + Penalty 2202.454175 = -1053237.175005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3429.240000 sec): 3 clusters
  Score: Raw -1051834.624004 + Penalty 4404.908350 = -1047429.715654
  nChanged 2833
		SP:Iteration 1F (3429.270000 sec): 3 clusters
  Score: Raw -1053338.536097 + Penalty 4404.908350 = -1048933.627747
  nChanged 478
		SP:Iteration 2F (3429.290000 sec): 3 clusters
  Score: Raw -1053576.438278 + Penalty 4404.908350 = -1049171.529928
  nChanged 360
		SP:Iteration 3F (3429.320000 sec): 3 clusters
  Score: Raw -1053750.384130 + Penalty 4404.908350 = -1049345.475779
  nChanged 291
		SP:Iteration 4Q (3429.350000 sec): 3 clusters
  Score: Raw -1053893.618892 + Penalty 4404.908350 = -1049488.710541
  nChanged 245
		SP:Iteration 5Q (3429.370000 sec): 3 clusters
  Score: Raw -1054009.059826 + Penalty 4404.908350 = -1049604.151475
  nChanged 203
		SP:Iteration 6Q (3429.400000 sec): 3 clusters
  Score: Raw -1054094.129438 + Penalty 4404.908350 = -1049689.221087
  nChanged 173
		SP:Iteration 7Q (3429.420000 sec): 3 clusters
  Score: Raw -1054167.479230 + Penalty 4404.908350 = -1049762.570880
  nChanged 155
		SP:Iteration 8Q (3429.450000 sec): 3 clusters
  Score: Raw -1054238.751187 + Penalty 4404.908350 = -1049833.842837
  nChanged 152
		SP:Iteration 9Q (3429.470000 sec): 3 clusters
  Score: Raw -1054311.975660 + Penalty 4404.908350 = -1049907.067309
  nChanged 155
		SP:Iteration 10Q (3429.500000 sec): 3 clusters
  Score: Raw -1054390.788476 + Penalty 4404.908350 = -1049985.880125
  nChanged 154
		SP:Iteration 11Q (3429.530000 sec): 3 clusters
  Score: Raw -1054459.948207 + Penalty 4404.908350 = -1050055.039857
  nChanged 150
		SP:Iteration 12Q (3429.550000 sec): 3 clusters
  Score: Raw -1054528.623375 + Penalty 4404.908350 = -1050123.715025
  nChanged 149
		SP:Iteration 13Q (3429.580000 sec): 3 clusters
  Score: Raw -1054616.491554 + Penalty 4404.908350 = -1050211.583203
  nChanged 169
		SP:Iteration 14Q (3429.600000 sec): 3 clusters
  Score: Raw -1054711.704773 + Penalty 4404.908350 = -1050306.796422
  nChanged 168
		SP:Iteration 15Q (3429.630000 sec): 3 clusters
  Score: Raw -1054800.142007 + Penalty 4404.908350 = -1050395.233656
  nChanged 161
		SP:Iteration 16Q (3429.650000 sec): 3 clusters
  Score: Raw -1054890.810078 + Penalty 4404.908350 = -1050485.901727
  nChanged 162
		SP:Iteration 17Q (3429.680000 sec): 3 clusters
  Score: Raw -1054978.990259 + Penalty 4404.908350 = -1050574.081909
  nChanged 150
		SP:Iteration 18Q (3429.710000 sec): 3 clusters
  Score: Raw -1055049.990547 + Penalty 4404.908350 = -1050645.082197
  nChanged 147
		SP:Iteration 19Q (3429.730000 sec): 3 clusters
  Score: Raw -1055128.561389 + Penalty 4404.908350 = -1050723.653038
  nChanged 143
		SP:Iteration 20F (3429.750000 sec): 3 clusters
  Score: Raw -1055211.032661 + Penalty 4404.908350 = -1050806.124311
  nChanged 132
		SP:Iteration 21Q (3429.780000 sec): 3 clusters
  Score: Raw -1055284.023027 + Penalty 4404.908350 = -1050879.114676
  nChanged 119
		SP:Iteration 22Q (3429.800000 sec): 3 clusters
  Score: Raw -1055349.312360 + Penalty 4404.908350 = -1050944.404010
  nChanged 108
		SP:Iteration 23Q (3429.830000 sec): 3 clusters
  Score: Raw -1055412.626207 + Penalty 4404.908350 = -1051007.717856
  nChanged 98
		SP:Iteration 24Q (3429.850000 sec): 3 clusters
  Score: Raw -1055476.416835 + Penalty 4404.908350 = -1051071.508485
  nChanged 94
		SP:Iteration 25Q (3429.870000 sec): 3 clusters
  Score: Raw -1055538.155422 + Penalty 4404.908350 = -1051133.247072
  nChanged 90
		SP:Iteration 26Q (3429.900000 sec): 3 clusters
  Score: Raw -1055588.425613 + Penalty 4404.908350 = -1051183.517263
  nChanged 72
		SP:Iteration 27Q (3429.920000 sec): 3 clusters
  Score: Raw -1055628.511669 + Penalty 4404.908350 = -1051223.603318
  nChanged 67
		SP:Iteration 28Q (3429.940000 sec): 3 clusters
  Score: Raw -1055667.156135 + Penalty 4404.908350 = -1051262.247785
  nChanged 57
		SP:Iteration 29Q (3429.970000 sec): 3 clusters
  Score: Raw -1055699.269370 + Penalty 4404.908350 = -1051294.361019
  nChanged 43
		SP:Iteration 30Q (3429.990000 sec): 3 clusters
  Score: Raw -1055727.410189 + Penalty 4404.908350 = -1051322.501838
  nChanged 55
		SP:Iteration 31Q (3430.010000 sec): 3 clusters
  Score: Raw -1055765.508843 + Penalty 4404.908350 = -1051360.600492
  nChanged 46
		SP:Iteration 32Q (3430.030000 sec): 3 clusters
  Score: Raw -1055795.329586 + Penalty 4404.908350 = -1051390.421236
  nChanged 29
		SP:Iteration 33Q (3430.050000 sec): 3 clusters
  Score: Raw -1055813.785083 + Penalty 4404.908350 = -1051408.876732
  nChanged 23
		SP:Iteration 34Q (3430.070000 sec): 3 clusters
  Score: Raw -1055831.121077 + Penalty 4404.908350 = -1051426.212727
  nChanged 25
		SP:Iteration 35Q (3430.090000 sec): 3 clusters
  Score: Raw -1055847.163421 + Penalty 4404.908350 = -1051442.255071
  nChanged 21
		SP:Iteration 36Q (3430.110000 sec): 3 clusters
  Score: Raw -1055858.671337 + Penalty 4404.908350 = -1051453.762986
  nChanged 15
		SP:Iteration 37Q (3430.140000 sec): 3 clusters
  Score: Raw -1055867.810206 + Penalty 4404.908350 = -1051462.901855
  nChanged 15
		SP:Iteration 38Q (3430.160000 sec): 3 clusters
  Score: Raw -1055876.471917 + Penalty 4404.908350 = -1051471.563567
  nChanged 9
		SP:Iteration 39Q (3430.180000 sec): 3 clusters
  Score: Raw -1055881.242364 + Penalty 4404.908350 = -1051476.334013
  nChanged 7
		SP:Iteration 40F (3430.210000 sec): 3 clusters
  Score: Raw -1055884.957370 + Penalty 4404.908350 = -1051480.049020
  nChanged 7
		SP:Iteration 41Q (3430.230000 sec): 3 clusters
  Score: Raw -1055889.177022 + Penalty 4404.908350 = -1051484.268671
  nChanged 5
		SP:Iteration 42Q (3430.250000 sec): 3 clusters
  Score: Raw -1055891.416644 + Penalty 4404.908350 = -1051486.508294
  nChanged 5
		SP:Iteration 43Q (3430.270000 sec): 3 clusters
  Score: Raw -1055893.811266 + Penalty 4404.908350 = -1051488.902916
  nChanged 2
		SP:Iteration 44Q (3430.290000 sec): 3 clusters
  Score: Raw -1055895.174641 + Penalty 4404.908350 = -1051490.266290
  nChanged 3
		SP:Iteration 45Q (3430.310000 sec): 3 clusters
  Score: Raw -1055897.038247 + Penalty 4404.908350 = -1051492.129897
  nChanged 1
		SP:Iteration 46Q (3430.330000 sec): 3 clusters
  Score: Raw -1055897.434763 + Penalty 4404.908350 = -1051492.526412
  nChanged 0
		SP:Iteration 47F (3430.360000 sec): 3 clusters
  Score: Raw -1055897.434763 + Penalty 4404.908350 = -1051492.526412
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 8 (100206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3430.710000 sec): 2 clusters
  Score: Raw -14806760.866555 + Penalty 2855.715870 = -14803905.150685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3431.090000 sec): 3 clusters
  Score: Raw -14742802.265160 + Penalty 5711.431740 = -14737090.833421
  nChanged 47284
		SP:Iteration 1F (3431.470000 sec): 3 clusters
  Score: Raw -14770017.240153 + Penalty 5711.431740 = -14764305.808413
  nChanged 3817
		SP:Iteration 2Q (3431.860000 sec): 3 clusters
  Score: Raw -14771167.834244 + Penalty 5711.431740 = -14765456.402504
  nChanged 4323
		SP:Iteration 3Q (3432.250000 sec): 3 clusters
  Score: Raw -14772730.988510 + Penalty 5711.431740 = -14767019.556771
  nChanged 5047
		SP:Iteration 4F (3432.630000 sec): 3 clusters
  Score: Raw -14774994.577154 + Penalty 5711.431740 = -14769283.145414
  nChanged 5888
		SP:Iteration 5F (3433.010000 sec): 3 clusters
  Score: Raw -14778293.135373 + Penalty 5711.431740 = -14772581.703633
  nChanged 6757
		SP:Iteration 6F (3433.390000 sec): 3 clusters
  Score: Raw -14782831.697512 + Penalty 5711.431740 = -14777120.265772
  nChanged 7136
		SP:Iteration 7F (3433.770000 sec): 3 clusters
  Score: Raw -14788297.374774 + Penalty 5711.431740 = -14782585.943035
  nChanged 6793
		SP:Iteration 8F (3434.150000 sec): 3 clusters
  Score: Raw -14793926.440807 + Penalty 5711.431740 = -14788215.009067
  nChanged 5689
		SP:Iteration 9F (3434.530000 sec): 3 clusters
  Score: Raw -14798813.930895 + Penalty 5711.431740 = -14793102.499156
  nChanged 4091
		SP:Iteration 10Q (3434.900000 sec): 3 clusters
  Score: Raw -14802278.856748 + Penalty 5711.431740 = -14796567.425008
  nChanged 2650
		SP:Iteration 11Q (3435.250000 sec): 3 clusters
  Score: Raw -14804530.405349 + Penalty 5711.431740 = -14798818.973609
  nChanged 1489
		SP:Iteration 12Q (3435.580000 sec): 3 clusters
  Score: Raw -14805773.716297 + Penalty 5711.431740 = -14800062.284557
  nChanged 779
		SP:Iteration 13Q (3435.890000 sec): 3 clusters
  Score: Raw -14806415.243916 + Penalty 5711.431740 = -14800703.812176
  nChanged 426
		SP:Iteration 14Q (3436.180000 sec): 3 clusters
  Score: Raw -14806759.506101 + Penalty 5711.431740 = -14801048.074361
  nChanged 249
		SP:Iteration 15Q (3436.470000 sec): 3 clusters
  Score: Raw -14806958.905434 + Penalty 5711.431740 = -14801247.473694
  nChanged 156
		SP:Iteration 16Q (3436.750000 sec): 3 clusters
  Score: Raw -14807086.296260 + Penalty 5711.431740 = -14801374.864521
  nChanged 100
		SP:Iteration 17Q (3437.030000 sec): 3 clusters
  Score: Raw -14807148.723622 + Penalty 5711.431740 = -14801437.291883
  nChanged 62
		SP:Iteration 18Q (3437.300000 sec): 3 clusters
  Score: Raw -14807184.145263 + Penalty 5711.431740 = -14801472.713523
  nChanged 32
		SP:Iteration 19Q (3437.580000 sec): 3 clusters
  Score: Raw -14807203.967599 + Penalty 5711.431740 = -14801492.535859
  nChanged 31
		SP:Iteration 20F (3437.950000 sec): 3 clusters
  Score: Raw -14807224.356472 + Penalty 5711.431740 = -14801512.924732
  nChanged 23
		SP:Iteration 21Q (3438.230000 sec): 3 clusters
  Score: Raw -14807234.671948 + Penalty 5711.431740 = -14801523.240209
  nChanged 12
		SP:Iteration 22Q (3438.500000 sec): 3 clusters
  Score: Raw -14807240.704591 + Penalty 5711.431740 = -14801529.272851
  nChanged 5
		SP:Iteration 23Q (3438.780000 sec): 3 clusters
  Score: Raw -14807242.098777 + Penalty 5711.431740 = -14801530.667038
  nChanged 3
		SP:Iteration 24Q (3439.050000 sec): 3 clusters
  Score: Raw -14807243.059091 + Penalty 5711.431740 = -14801531.627352
  nChanged 0
		SP:Iteration 25F (3439.430000 sec): 3 clusters
  Score: Raw -14807243.059091 + Penalty 5711.431740 = -14801531.627352
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 9 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3439.480000 sec): 2 clusters
  Score: Raw -35204.480717 + Penalty 1371.298414 = -33833.182303
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3439.480000 sec): 3 clusters
  Score: Raw -35351.414236 + Penalty 2742.596827 = -32608.817408
  nChanged 30
		SP:Iteration 1F (3439.480000 sec): 3 clusters
  Score: Raw -35471.241305 + Penalty 2742.596827 = -32728.644478
  nChanged 2
		SP:Iteration 2Q (3439.480000 sec): 3 clusters
  Score: Raw -35478.018505 + Penalty 2742.596827 = -32735.421678
  nChanged 1
		SP:Iteration 3Q (3439.480000 sec): 3 clusters
  Score: Raw -35480.787657 + Penalty 2742.596827 = -32738.190830
  nChanged 1
		SP:Iteration 4Q (3439.490000 sec): 3 clusters
  Score: Raw -35486.990630 + Penalty 2742.596827 = -32744.393802
  nChanged 2
		SP:Iteration 5Q (3439.490000 sec): 3 clusters
  Score: Raw -35492.178707 + Penalty 2742.596827 = -32749.581880
  nChanged 0
		SP:Iteration 6F (3439.490000 sec): 3 clusters
  Score: Raw -35492.178707 + Penalty 2742.596827 = -32749.581880
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 10 (259069 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3440.400000 sec): 2 clusters
  Score: Raw -38341964.255141 + Penalty 3091.282729 = -38338872.972412
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3441.390000 sec): 3 clusters
  Score: Raw -38171551.039248 + Penalty 6182.565458 = -38165368.473789
  nChanged 124639
		SP:Iteration 1F (3442.380000 sec): 3 clusters
  Score: Raw -38245687.859371 + Penalty 6182.565458 = -38239505.293913
  nChanged 7469
		SP:Iteration 2Q (3443.390000 sec): 3 clusters
  Score: Raw -38247353.716857 + Penalty 6182.565458 = -38241171.151398
  nChanged 8796
		SP:Iteration 3Q (3444.400000 sec): 3 clusters
  Score: Raw -38249828.007374 + Penalty 6182.565458 = -38243645.441916
  nChanged 10955
		SP:Iteration 4Q (3445.400000 sec): 3 clusters
  Score: Raw -38253955.754235 + Penalty 6182.565458 = -38247773.188777
  nChanged 14465
		SP:Iteration 5F (3446.390000 sec): 3 clusters
  Score: Raw -38261424.487339 + Penalty 6182.565458 = -38255241.921881
  nChanged 18833
		SP:Iteration 6F (3447.390000 sec): 3 clusters
  Score: Raw -38274233.455168 + Penalty 6182.565458 = -38268050.889709
  nChanged 22313
		SP:Iteration 7F (3448.390000 sec): 3 clusters
  Score: Raw -38293204.878013 + Penalty 6182.565458 = -38287022.312555
  nChanged 22080
		SP:Iteration 8F (3449.360000 sec): 3 clusters
  Score: Raw -38314631.746706 + Penalty 6182.565458 = -38308449.181247
  nChanged 16200
		SP:Iteration 9F (3450.350000 sec): 3 clusters
  Score: Raw -38330824.325912 + Penalty 6182.565458 = -38324641.760454
  nChanged 8095
		SP:Iteration 10Q (3451.310000 sec): 3 clusters
  Score: Raw -38338657.764812 + Penalty 6182.565458 = -38332475.199354
  nChanged 2782
		SP:Iteration 11Q (3452.170000 sec): 3 clusters
  Score: Raw -38341178.639629 + Penalty 6182.565458 = -38334996.074170
  nChanged 747
		SP:Iteration 12Q (3452.930000 sec): 3 clusters
  Score: Raw -38341883.167447 + Penalty 6182.565458 = -38335700.601988
  nChanged 173
		SP:Iteration 13Q (3453.640000 sec): 3 clusters
  Score: Raw -38342095.044085 + Penalty 6182.565458 = -38335912.478627
  nChanged 49
		SP:Iteration 14Q (3454.340000 sec): 3 clusters
  Score: Raw -38342181.962848 + Penalty 6182.565458 = -38335999.397390
  nChanged 40
		SP:Iteration 15Q (3455.030000 sec): 3 clusters
  Score: Raw -38342244.463673 + Penalty 6182.565458 = -38336061.898214
  nChanged 19
		SP:Iteration 16Q (3455.730000 sec): 3 clusters
  Score: Raw -38342276.528020 + Penalty 6182.565458 = -38336093.962561
  nChanged 14
		SP:Iteration 17Q (3456.410000 sec): 3 clusters
  Score: Raw -38342300.943641 + Penalty 6182.565458 = -38336118.378183
  nChanged 6
		SP:Iteration 18Q (3457.110000 sec): 3 clusters
  Score: Raw -38342311.201730 + Penalty 6182.565458 = -38336128.636272
  nChanged 0
		SP:Iteration 19F (3458.070000 sec): 3 clusters
  Score: Raw -38342311.201730 + Penalty 6182.565458 = -38336128.636272
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 11 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3458.190000 sec): 2 clusters
  Score: Raw -64181.902047 + Penalty 1533.668925 = -62648.233122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3458.190000 sec): 3 clusters
  Score: Raw -64212.122014 + Penalty 3067.337850 = -61144.784164
  nChanged 96
		SP:Iteration 1F (3458.190000 sec): 3 clusters
  Score: Raw -64459.386450 + Penalty 3067.337850 = -61392.048600
  nChanged 27
		SP:Iteration 2F (3458.190000 sec): 3 clusters
  Score: Raw -64548.755786 + Penalty 3067.337850 = -61481.417936
  nChanged 20
		SP:Iteration 3Q (3458.190000 sec): 3 clusters
  Score: Raw -64644.062148 + Penalty 3067.337850 = -61576.724298
  nChanged 15
		SP:Iteration 4Q (3458.190000 sec): 3 clusters
  Score: Raw -64841.685198 + Penalty 3067.337850 = -61774.347348
  nChanged 12
		SP:Iteration 5Q (3458.190000 sec): 3 clusters
  Score: Raw -64903.981397 + Penalty 3067.337850 = -61836.643547
  nChanged 12
		SP:Iteration 6Q (3458.200000 sec): 3 clusters
  Score: Raw -64940.179219 + Penalty 3067.337850 = -61872.841369
  nChanged 12
		SP:Iteration 7Q (3458.200000 sec): 3 clusters
  Score: Raw -64979.210629 + Penalty 3067.337850 = -61911.872779
  nChanged 4
		SP:Iteration 8Q (3458.200000 sec): 3 clusters
  Score: Raw -64989.143590 + Penalty 3067.337850 = -61921.805740
  nChanged 1
		SP:Iteration 9Q (3458.200000 sec): 3 clusters
  Score: Raw -64991.871353 + Penalty 3067.337850 = -61924.533503
  nChanged 1
		SP:Iteration 10Q (3458.200000 sec): 3 clusters
  Score: Raw -64995.345964 + Penalty 3067.337850 = -61928.008114
  nChanged 1
		SP:Iteration 11Q (3458.210000 sec): 3 clusters
  Score: Raw -65001.377335 + Penalty 3067.337850 = -61934.039485
  nChanged 0
		SP:Iteration 12F (3458.210000 sec): 3 clusters
  Score: Raw -65001.377335 + Penalty 3067.337850 = -61934.039485
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 12 (7623 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3458.230000 sec): 2 clusters
  Score: Raw -1095036.858338 + Penalty 2216.853467 = -1092820.004871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3458.260000 sec): 3 clusters
  Score: Raw -1091083.361650 + Penalty 4433.706935 = -1086649.654715
  nChanged 3068
		SP:Iteration 1F (3458.290000 sec): 3 clusters
  Score: Raw -1092653.160822 + Penalty 4433.706935 = -1088219.453887
  nChanged 493
		SP:Iteration 2F (3458.320000 sec): 3 clusters
  Score: Raw -1092884.998440 + Penalty 4433.706935 = -1088451.291505
  nChanged 370
		SP:Iteration 3Q (3458.350000 sec): 3 clusters
  Score: Raw -1093044.105347 + Penalty 4433.706935 = -1088610.398412
  nChanged 297
		SP:Iteration 4Q (3458.370000 sec): 3 clusters
  Score: Raw -1093175.286506 + Penalty 4433.706935 = -1088741.579571
  nChanged 261
		SP:Iteration 5Q (3458.400000 sec): 3 clusters
  Score: Raw -1093283.645675 + Penalty 4433.706935 = -1088849.938740
  nChanged 233
		SP:Iteration 6Q (3458.430000 sec): 3 clusters
  Score: Raw -1093396.803364 + Penalty 4433.706935 = -1088963.096429
  nChanged 222
		SP:Iteration 7Q (3458.460000 sec): 3 clusters
  Score: Raw -1093522.026934 + Penalty 4433.706935 = -1089088.319999
  nChanged 213
		SP:Iteration 8Q (3458.490000 sec): 3 clusters
  Score: Raw -1093637.797108 + Penalty 4433.706935 = -1089204.090173
  nChanged 225
		SP:Iteration 9Q (3458.510000 sec): 3 clusters
  Score: Raw -1093746.647113 + Penalty 4433.706935 = -1089312.940178
  nChanged 223
		SP:Iteration 10Q (3458.540000 sec): 3 clusters
  Score: Raw -1093862.258612 + Penalty 4433.706935 = -1089428.551677
  nChanged 206
		SP:Iteration 11Q (3458.570000 sec): 3 clusters
  Score: Raw -1093968.213679 + Penalty 4433.706935 = -1089534.506744
  nChanged 193
		SP:Iteration 12Q (3458.590000 sec): 3 clusters
  Score: Raw -1094076.835790 + Penalty 4433.706935 = -1089643.128855
  nChanged 201
		SP:Iteration 13Q (3458.620000 sec): 3 clusters
  Score: Raw -1094199.140011 + Penalty 4433.706935 = -1089765.433076
  nChanged 212
		SP:Iteration 14Q (3458.650000 sec): 3 clusters
  Score: Raw -1094320.540874 + Penalty 4433.706935 = -1089886.833939
  nChanged 190
		SP:Iteration 15Q (3458.680000 sec): 3 clusters
  Score: Raw -1094416.083993 + Penalty 4433.706935 = -1089982.377058
  nChanged 173
		SP:Iteration 16Q (3458.710000 sec): 3 clusters
  Score: Raw -1094507.375071 + Penalty 4433.706935 = -1090073.668136
  nChanged 174
		SP:Iteration 17Q (3458.730000 sec): 3 clusters
  Score: Raw -1094607.358263 + Penalty 4433.706935 = -1090173.651328
  nChanged 165
		SP:Iteration 18Q (3458.760000 sec): 3 clusters
  Score: Raw -1094695.211520 + Penalty 4433.706935 = -1090261.504585
  nChanged 152
		SP:Iteration 19Q (3458.790000 sec): 3 clusters
  Score: Raw -1094773.687907 + Penalty 4433.706935 = -1090339.980972
  nChanged 141
		SP:Iteration 20F (3458.810000 sec): 3 clusters
  Score: Raw -1094845.467649 + Penalty 4433.706935 = -1090411.760714
  nChanged 140
		SP:Iteration 21Q (3458.840000 sec): 3 clusters
  Score: Raw -1094917.587972 + Penalty 4433.706935 = -1090483.881037
  nChanged 129
		SP:Iteration 22Q (3458.870000 sec): 3 clusters
  Score: Raw -1094999.587030 + Penalty 4433.706935 = -1090565.880095
  nChanged 124
		SP:Iteration 23Q (3458.890000 sec): 3 clusters
  Score: Raw -1095074.626475 + Penalty 4433.706935 = -1090640.919540
  nChanged 114
		SP:Iteration 24Q (3458.910000 sec): 3 clusters
  Score: Raw -1095148.226228 + Penalty 4433.706935 = -1090714.519293
  nChanged 103
		SP:Iteration 25Q (3458.940000 sec): 3 clusters
  Score: Raw -1095217.363022 + Penalty 4433.706935 = -1090783.656087
  nChanged 95
		SP:Iteration 26Q (3458.970000 sec): 3 clusters
  Score: Raw -1095273.684027 + Penalty 4433.706935 = -1090839.977092
  nChanged 87
		SP:Iteration 27Q (3458.990000 sec): 3 clusters
  Score: Raw -1095321.629760 + Penalty 4433.706935 = -1090887.922825
  nChanged 68
		SP:Iteration 28Q (3459.010000 sec): 3 clusters
  Score: Raw -1095362.880433 + Penalty 4433.706935 = -1090929.173498
  nChanged 59
		SP:Iteration 29Q (3459.040000 sec): 3 clusters
  Score: Raw -1095394.639291 + Penalty 4433.706935 = -1090960.932356
  nChanged 52
		SP:Iteration 30Q (3459.060000 sec): 3 clusters
  Score: Raw -1095423.496511 + Penalty 4433.706935 = -1090989.789576
  nChanged 42
		SP:Iteration 31Q (3459.090000 sec): 3 clusters
  Score: Raw -1095445.953432 + Penalty 4433.706935 = -1091012.246497
  nChanged 46
		SP:Iteration 32Q (3459.110000 sec): 3 clusters
  Score: Raw -1095465.919271 + Penalty 4433.706935 = -1091032.212336
  nChanged 33
		SP:Iteration 33Q (3459.130000 sec): 3 clusters
  Score: Raw -1095481.647949 + Penalty 4433.706935 = -1091047.941014
  nChanged 18
		SP:Iteration 34Q (3459.160000 sec): 3 clusters
  Score: Raw -1095489.509002 + Penalty 4433.706935 = -1091055.802067
  nChanged 12
		SP:Iteration 35Q (3459.180000 sec): 3 clusters
  Score: Raw -1095493.586073 + Penalty 4433.706935 = -1091059.879138
  nChanged 9
		SP:Iteration 36Q (3459.210000 sec): 3 clusters
  Score: Raw -1095496.419432 + Penalty 4433.706935 = -1091062.712497
  nChanged 4
		SP:Iteration 37Q (3459.230000 sec): 3 clusters
  Score: Raw -1095497.568932 + Penalty 4433.706935 = -1091063.861997
  nChanged 6
		SP:Iteration 38Q (3459.250000 sec): 3 clusters
  Score: Raw -1095499.443942 + Penalty 4433.706935 = -1091065.737007
  nChanged 5
		SP:Iteration 39Q (3459.270000 sec): 3 clusters
  Score: Raw -1095501.225649 + Penalty 4433.706935 = -1091067.518714
  nChanged 3
		SP:Iteration 40F (3459.300000 sec): 3 clusters
  Score: Raw -1095502.163123 + Penalty 4433.706935 = -1091068.456188
  nChanged 2
		SP:Iteration 41Q (3459.330000 sec): 3 clusters
  Score: Raw -1095503.134001 + Penalty 4433.706935 = -1091069.427066
  nChanged 3
		SP:Iteration 42Q (3459.350000 sec): 3 clusters
  Score: Raw -1095503.907870 + Penalty 4433.706935 = -1091070.200935
  nChanged 6
		SP:Iteration 43Q (3459.370000 sec): 3 clusters
  Score: Raw -1095505.316678 + Penalty 4433.706935 = -1091071.609743
  nChanged 4
		SP:Iteration 44Q (3459.390000 sec): 3 clusters
  Score: Raw -1095506.749495 + Penalty 4433.706935 = -1091073.042560
  nChanged 3
		SP:Iteration 45Q (3459.420000 sec): 3 clusters
  Score: Raw -1095507.371776 + Penalty 4433.706935 = -1091073.664841
  nChanged 2
		SP:Iteration 46Q (3459.440000 sec): 3 clusters
  Score: Raw -1095507.980855 + Penalty 4433.706935 = -1091074.273921
  nChanged 4
		SP:Iteration 47Q (3459.470000 sec): 3 clusters
  Score: Raw -1095509.277168 + Penalty 4433.706935 = -1091075.570233
  nChanged 2
		SP:Iteration 48Q (3459.490000 sec): 3 clusters
  Score: Raw -1095510.141238 + Penalty 4433.706935 = -1091076.434303
  nChanged 3
		SP:Iteration 49Q (3459.510000 sec): 3 clusters
  Score: Raw -1095511.673465 + Penalty 4433.706935 = -1091077.966530
  nChanged 0
		SP:Iteration 50F (3459.540000 sec): 3 clusters
  Score: Raw -1095511.673465 + Penalty 4433.706935 = -1091077.966530
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 13 (335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3459.550000 sec): 2 clusters
  Score: Raw -44434.578259 + Penalty 1441.904372 = -42992.673887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3459.550000 sec): 3 clusters
  Score: Raw -44545.800123 + Penalty 2883.808744 = -41661.991379
  nChanged 39
		SP:Iteration 1F (3459.550000 sec): 3 clusters
  Score: Raw -44657.974941 + Penalty 2883.808744 = -41774.166197
  nChanged 12
		SP:Iteration 2Q (3459.550000 sec): 3 clusters
  Score: Raw -44696.670837 + Penalty 2883.808744 = -41812.862093
  nChanged 9
		SP:Iteration 3Q (3459.550000 sec): 3 clusters
  Score: Raw -44724.804642 + Penalty 2883.808744 = -41840.995899
  nChanged 3
		SP:Iteration 4Q (3459.550000 sec): 3 clusters
  Score: Raw -44737.438046 + Penalty 2883.808744 = -41853.629302
  nChanged 3
		SP:Iteration 5Q (3459.550000 sec): 3 clusters
  Score: Raw -44757.421343 + Penalty 2883.808744 = -41873.612599
  nChanged 0
		SP:Iteration 6F (3459.550000 sec): 3 clusters
  Score: Raw -44757.421343 + Penalty 2883.808744 = -41873.612599
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 14 (2021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3459.570000 sec): 2 clusters
  Score: Raw -280893.419903 + Penalty 1887.614234 = -279005.805669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3459.570000 sec): 3 clusters
  Score: Raw -280273.189042 + Penalty 3775.228468 = -276497.960574
  nChanged 695
		SP:Iteration 1F (3459.580000 sec): 3 clusters
  Score: Raw -281051.548614 + Penalty 3775.228468 = -277276.320146
  nChanged 211
		SP:Iteration 2F (3459.590000 sec): 3 clusters
  Score: Raw -281341.029417 + Penalty 3775.228468 = -277565.800949
  nChanged 164
		SP:Iteration 3F (3459.590000 sec): 3 clusters
  Score: Raw -281606.525333 + Penalty 3775.228468 = -277831.296865
  nChanged 156
		SP:Iteration 4F (3459.600000 sec): 3 clusters
  Score: Raw -281936.590811 + Penalty 3775.228468 = -278161.362343
  nChanged 129
		SP:Iteration 5F (3459.610000 sec): 3 clusters
  Score: Raw -282295.757203 + Penalty 3775.228468 = -278520.528736
  nChanged 111
		SP:Iteration 6F (3459.620000 sec): 3 clusters
  Score: Raw -282544.237282 + Penalty 3775.228468 = -278769.008814
  nChanged 65
		SP:Iteration 7Q (3459.620000 sec): 3 clusters
  Score: Raw -282643.375633 + Penalty 3775.228468 = -278868.147165
  nChanged 31
		SP:Iteration 8Q (3459.630000 sec): 3 clusters
  Score: Raw -282700.735785 + Penalty 3775.228468 = -278925.507317
  nChanged 14
		SP:Iteration 9Q (3459.630000 sec): 3 clusters
  Score: Raw -282722.161589 + Penalty 3775.228468 = -278946.933121
  nChanged 10
		SP:Iteration 10Q (3459.640000 sec): 3 clusters
  Score: Raw -282737.023885 + Penalty 3775.228468 = -278961.795417
  nChanged 6
		SP:Iteration 11Q (3459.650000 sec): 3 clusters
  Score: Raw -282742.185930 + Penalty 3775.228468 = -278966.957462
  nChanged 1
		SP:Iteration 12Q (3459.650000 sec): 3 clusters
  Score: Raw -282742.719717 + Penalty 3775.228468 = -278967.491249
  nChanged 0
		SP:Iteration 13F (3459.660000 sec): 3 clusters
  Score: Raw -282742.719717 + Penalty 3775.228468 = -278967.491249
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 15 (20286 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3459.730000 sec): 2 clusters
  Score: Raw -2847607.670455 + Penalty 2459.586195 = -2845148.084259
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3459.810000 sec): 3 clusters
  Score: Raw -2835704.800548 + Penalty 4919.172391 = -2830785.628157
  nChanged 8968
		SP:Iteration 1F (3459.880000 sec): 3 clusters
  Score: Raw -2840434.307360 + Penalty 4919.172391 = -2835515.134969
  nChanged 1085
		SP:Iteration 2F (3459.950000 sec): 3 clusters
  Score: Raw -2840845.983438 + Penalty 4919.172391 = -2835926.811047
  nChanged 1004
		SP:Iteration 3Q (3460.030000 sec): 3 clusters
  Score: Raw -2841229.019100 + Penalty 4919.172391 = -2836309.846709
  nChanged 917
		SP:Iteration 4Q (3460.110000 sec): 3 clusters
  Score: Raw -2841601.417916 + Penalty 4919.172391 = -2836682.245525
  nChanged 916
		SP:Iteration 5Q (3460.180000 sec): 3 clusters
  Score: Raw -2842000.974492 + Penalty 4919.172391 = -2837081.802101
  nChanged 941
		SP:Iteration 6Q (3460.250000 sec): 3 clusters
  Score: Raw -2842452.239270 + Penalty 4919.172391 = -2837533.066880
  nChanged 1037
		SP:Iteration 7F (3460.330000 sec): 3 clusters
  Score: Raw -2843066.730366 + Penalty 4919.172391 = -2838147.557975
  nChanged 1164
		SP:Iteration 8F (3460.400000 sec): 3 clusters
  Score: Raw -2843908.277637 + Penalty 4919.172391 = -2838989.105246
  nChanged 1200
		SP:Iteration 9F (3460.470000 sec): 3 clusters
  Score: Raw -2844898.850829 + Penalty 4919.172391 = -2839979.678438
  nChanged 1075
		SP:Iteration 10F (3460.550000 sec): 3 clusters
  Score: Raw -2845904.051436 + Penalty 4919.172391 = -2840984.879045
  nChanged 876
		SP:Iteration 11Q (3460.620000 sec): 3 clusters
  Score: Raw -2846734.382307 + Penalty 4919.172391 = -2841815.209916
  nChanged 610
		SP:Iteration 12Q (3460.690000 sec): 3 clusters
  Score: Raw -2847242.730663 + Penalty 4919.172391 = -2842323.558272
  nChanged 450
		SP:Iteration 13Q (3460.750000 sec): 3 clusters
  Score: Raw -2847576.189221 + Penalty 4919.172391 = -2842657.016830
  nChanged 315
		SP:Iteration 14Q (3460.820000 sec): 3 clusters
  Score: Raw -2847782.101497 + Penalty 4919.172391 = -2842862.929106
  nChanged 237
		SP:Iteration 15Q (3460.880000 sec): 3 clusters
  Score: Raw -2847909.711947 + Penalty 4919.172391 = -2842990.539557
  nChanged 173
		SP:Iteration 16Q (3460.940000 sec): 3 clusters
  Score: Raw -2848001.507147 + Penalty 4919.172391 = -2843082.334756
  nChanged 118
		SP:Iteration 17Q (3461.000000 sec): 3 clusters
  Score: Raw -2848055.875234 + Penalty 4919.172391 = -2843136.702843
  nChanged 97
		SP:Iteration 18Q (3461.060000 sec): 3 clusters
  Score: Raw -2848101.181776 + Penalty 4919.172391 = -2843182.009385
  nChanged 92
		SP:Iteration 19Q (3461.120000 sec): 3 clusters
  Score: Raw -2848144.001188 + Penalty 4919.172391 = -2843224.828798
  nChanged 68
		SP:Iteration 20F (3461.190000 sec): 3 clusters
  Score: Raw -2848168.801452 + Penalty 4919.172391 = -2843249.629061
  nChanged 43
		SP:Iteration 21Q (3461.240000 sec): 3 clusters
  Score: Raw -2848185.917689 + Penalty 4919.172391 = -2843266.745298
  nChanged 44
		SP:Iteration 22Q (3461.300000 sec): 3 clusters
  Score: Raw -2848201.459875 + Penalty 4919.172391 = -2843282.287484
  nChanged 36
		SP:Iteration 23Q (3461.360000 sec): 3 clusters
  Score: Raw -2848213.502978 + Penalty 4919.172391 = -2843294.330587
  nChanged 32
		SP:Iteration 24Q (3461.420000 sec): 3 clusters
  Score: Raw -2848221.974016 + Penalty 4919.172391 = -2843302.801625
  nChanged 19
		SP:Iteration 25Q (3461.480000 sec): 3 clusters
  Score: Raw -2848227.490886 + Penalty 4919.172391 = -2843308.318495
  nChanged 11
		SP:Iteration 26Q (3461.540000 sec): 3 clusters
  Score: Raw -2848229.821694 + Penalty 4919.172391 = -2843310.649303
  nChanged 11
		SP:Iteration 27Q (3461.600000 sec): 3 clusters
  Score: Raw -2848233.180209 + Penalty 4919.172391 = -2843314.007818
  nChanged 10
		SP:Iteration 28Q (3461.650000 sec): 3 clusters
  Score: Raw -2848235.957827 + Penalty 4919.172391 = -2843316.785436
  nChanged 9
		SP:Iteration 29Q (3461.710000 sec): 3 clusters
  Score: Raw -2848238.576707 + Penalty 4919.172391 = -2843319.404317
  nChanged 7
		SP:Iteration 30Q (3461.760000 sec): 3 clusters
  Score: Raw -2848240.413500 + Penalty 4919.172391 = -2843321.241109
  nChanged 10
		SP:Iteration 31Q (3461.820000 sec): 3 clusters
  Score: Raw -2848243.624290 + Penalty 4919.172391 = -2843324.451899
  nChanged 10
		SP:Iteration 32Q (3461.880000 sec): 3 clusters
  Score: Raw -2848247.678036 + Penalty 4919.172391 = -2843328.505645
  nChanged 10
		SP:Iteration 33Q (3461.930000 sec): 3 clusters
  Score: Raw -2848250.539421 + Penalty 4919.172391 = -2843331.367031
  nChanged 7
		SP:Iteration 34Q (3461.990000 sec): 3 clusters
  Score: Raw -2848252.525477 + Penalty 4919.172391 = -2843333.353086
  nChanged 8
		SP:Iteration 35Q (3462.040000 sec): 3 clusters
  Score: Raw -2848254.793428 + Penalty 4919.172391 = -2843335.621037
  nChanged 6
		SP:Iteration 36Q (3462.100000 sec): 3 clusters
  Score: Raw -2848255.947434 + Penalty 4919.172391 = -2843336.775043
  nChanged 1
		SP:Iteration 37Q (3462.160000 sec): 3 clusters
  Score: Raw -2848256.570905 + Penalty 4919.172391 = -2843337.398514
  nChanged 2
		SP:Iteration 38Q (3462.210000 sec): 3 clusters
  Score: Raw -2848257.371298 + Penalty 4919.172391 = -2843338.198907
  nChanged 5
		SP:Iteration 39Q (3462.270000 sec): 3 clusters
  Score: Raw -2848259.000579 + Penalty 4919.172391 = -2843339.828188
  nChanged 4
		SP:Iteration 40F (3462.340000 sec): 3 clusters
  Score: Raw -2848260.129223 + Penalty 4919.172391 = -2843340.956832
  nChanged 5
		SP:Iteration 41Q (3462.400000 sec): 3 clusters
  Score: Raw -2848260.918067 + Penalty 4919.172391 = -2843341.745676
  nChanged 4
		SP:Iteration 42Q (3462.450000 sec): 3 clusters
  Score: Raw -2848262.038612 + Penalty 4919.172391 = -2843342.866221
  nChanged 4
		SP:Iteration 43Q (3462.510000 sec): 3 clusters
  Score: Raw -2848262.793116 + Penalty 4919.172391 = -2843343.620726
  nChanged 2
		SP:Iteration 44Q (3462.560000 sec): 3 clusters
  Score: Raw -2848263.358408 + Penalty 4919.172391 = -2843344.186017
  nChanged 3
		SP:Iteration 45Q (3462.620000 sec): 3 clusters
  Score: Raw -2848264.396996 + Penalty 4919.172391 = -2843345.224605
  nChanged 2
		SP:Iteration 46Q (3462.680000 sec): 3 clusters
  Score: Raw -2848264.770359 + Penalty 4919.172391 = -2843345.597968
  nChanged 1
		SP:Iteration 47Q (3462.730000 sec): 3 clusters
  Score: Raw -2848264.876493 + Penalty 4919.172391 = -2843345.704102
  nChanged 1
		SP:Iteration 48Q (3462.790000 sec): 3 clusters
  Score: Raw -2848265.025696 + Penalty 4919.172391 = -2843345.853305
  nChanged 2
		SP:Iteration 49Q (3462.840000 sec): 3 clusters
  Score: Raw -2848265.593026 + Penalty 4919.172391 = -2843346.420635
  nChanged 0
		SP:Iteration 50F (3462.920000 sec): 3 clusters
  Score: Raw -2848265.593026 + Penalty 4919.172391 = -2843346.420635
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 16 (42690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3463.060000 sec): 2 clusters
  Score: Raw -6589858.845337 + Penalty 2644.106555 = -6587214.738782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3463.220000 sec): 3 clusters
  Score: Raw -6563614.668897 + Penalty 5288.213110 = -6558326.455787
  nChanged 19582
		SP:Iteration 1F (3463.380000 sec): 3 clusters
  Score: Raw -6574580.922066 + Penalty 5288.213110 = -6569292.708956
  nChanged 2039
		SP:Iteration 2Q (3463.540000 sec): 3 clusters
  Score: Raw -6575323.829886 + Penalty 5288.213110 = -6570035.616776
  nChanged 2165
		SP:Iteration 3F (3463.700000 sec): 3 clusters
  Score: Raw -6576281.423813 + Penalty 5288.213110 = -6570993.210703
  nChanged 2469
		SP:Iteration 4F (3463.860000 sec): 3 clusters
  Score: Raw -6577594.920121 + Penalty 5288.213110 = -6572306.707011
  nChanged 2731
		SP:Iteration 5F (3464.020000 sec): 3 clusters
  Score: Raw -6579319.955265 + Penalty 5288.213110 = -6574031.742155
  nChanged 2890
		SP:Iteration 6F (3464.180000 sec): 3 clusters
  Score: Raw -6581324.157340 + Penalty 5288.213110 = -6576035.944230
  nChanged 2726
		SP:Iteration 7F (3464.340000 sec): 3 clusters
  Score: Raw -6583246.537168 + Penalty 5288.213110 = -6577958.324058
  nChanged 2339
		SP:Iteration 8F (3464.500000 sec): 3 clusters
  Score: Raw -6584885.453790 + Penalty 5288.213110 = -6579597.240680
  nChanged 1909
		SP:Iteration 9Q (3464.660000 sec): 3 clusters
  Score: Raw -6586188.517243 + Penalty 5288.213110 = -6580900.304133
  nChanged 1483
		SP:Iteration 10Q (3464.820000 sec): 3 clusters
  Score: Raw -6587157.101361 + Penalty 5288.213110 = -6581868.888251
  nChanged 1123
		SP:Iteration 11Q (3464.970000 sec): 3 clusters
  Score: Raw -6587865.701249 + Penalty 5288.213110 = -6582577.488139
  nChanged 861
		SP:Iteration 12Q (3465.120000 sec): 3 clusters
  Score: Raw -6588431.710850 + Penalty 5288.213110 = -6583143.497740
  nChanged 649
		SP:Iteration 13Q (3465.260000 sec): 3 clusters
  Score: Raw -6588840.664065 + Penalty 5288.213110 = -6583552.450955
  nChanged 486
		SP:Iteration 14Q (3465.400000 sec): 3 clusters
  Score: Raw -6589142.779975 + Penalty 5288.213110 = -6583854.566865
  nChanged 374
		SP:Iteration 15Q (3465.540000 sec): 3 clusters
  Score: Raw -6589381.503500 + Penalty 5288.213110 = -6584093.290390
  nChanged 292
		SP:Iteration 16Q (3465.670000 sec): 3 clusters
  Score: Raw -6589568.560294 + Penalty 5288.213110 = -6584280.347184
  nChanged 228
		SP:Iteration 17Q (3465.800000 sec): 3 clusters
  Score: Raw -6589726.691677 + Penalty 5288.213110 = -6584438.478567
  nChanged 192
		SP:Iteration 18Q (3465.920000 sec): 3 clusters
  Score: Raw -6589870.824825 + Penalty 5288.213110 = -6584582.611715
  nChanged 150
		SP:Iteration 19Q (3466.040000 sec): 3 clusters
  Score: Raw -6589990.282461 + Penalty 5288.213110 = -6584702.069351
  nChanged 131
		SP:Iteration 20F (3466.200000 sec): 3 clusters
  Score: Raw -6590080.491181 + Penalty 5288.213110 = -6584792.278071
  nChanged 121
		SP:Iteration 21Q (3466.320000 sec): 3 clusters
  Score: Raw -6590150.495850 + Penalty 5288.213110 = -6584862.282740
  nChanged 92
		SP:Iteration 22Q (3466.440000 sec): 3 clusters
  Score: Raw -6590191.809690 + Penalty 5288.213110 = -6584903.596581
  nChanged 61
		SP:Iteration 23Q (3466.550000 sec): 3 clusters
  Score: Raw -6590218.280867 + Penalty 5288.213110 = -6584930.067757
  nChanged 39
		SP:Iteration 24Q (3466.670000 sec): 3 clusters
  Score: Raw -6590235.493018 + Penalty 5288.213110 = -6584947.279908
  nChanged 47
		SP:Iteration 25Q (3466.790000 sec): 3 clusters
  Score: Raw -6590254.617614 + Penalty 5288.213110 = -6584966.404504
  nChanged 48
		SP:Iteration 26Q (3466.910000 sec): 3 clusters
  Score: Raw -6590274.160029 + Penalty 5288.213110 = -6584985.946919
  nChanged 41
		SP:Iteration 27Q (3467.020000 sec): 3 clusters
  Score: Raw -6590288.795168 + Penalty 5288.213110 = -6585000.582058
  nChanged 37
		SP:Iteration 28Q (3467.140000 sec): 3 clusters
  Score: Raw -6590301.148040 + Penalty 5288.213110 = -6585012.934930
  nChanged 28
		SP:Iteration 29Q (3467.250000 sec): 3 clusters
  Score: Raw -6590309.144645 + Penalty 5288.213110 = -6585020.931535
  nChanged 15
		SP:Iteration 30Q (3467.370000 sec): 3 clusters
  Score: Raw -6590313.490989 + Penalty 5288.213110 = -6585025.277879
  nChanged 21
		SP:Iteration 31Q (3467.480000 sec): 3 clusters
  Score: Raw -6590320.087186 + Penalty 5288.213110 = -6585031.874076
  nChanged 19
		SP:Iteration 32Q (3467.600000 sec): 3 clusters
  Score: Raw -6590326.593304 + Penalty 5288.213110 = -6585038.380194
  nChanged 15
		SP:Iteration 33Q (3467.710000 sec): 3 clusters
  Score: Raw -6590331.901237 + Penalty 5288.213110 = -6585043.688127
  nChanged 15
		SP:Iteration 34Q (3467.820000 sec): 3 clusters
  Score: Raw -6590337.243546 + Penalty 5288.213110 = -6585049.030436
  nChanged 17
		SP:Iteration 35Q (3467.940000 sec): 3 clusters
  Score: Raw -6590342.683830 + Penalty 5288.213110 = -6585054.470720
  nChanged 10
		SP:Iteration 36Q (3468.060000 sec): 3 clusters
  Score: Raw -6590346.060257 + Penalty 5288.213110 = -6585057.847147
  nChanged 9
		SP:Iteration 37Q (3468.170000 sec): 3 clusters
  Score: Raw -6590348.743241 + Penalty 5288.213110 = -6585060.530131
  nChanged 8
		SP:Iteration 38Q (3468.290000 sec): 3 clusters
  Score: Raw -6590351.301937 + Penalty 5288.213110 = -6585063.088827
  nChanged 15
		SP:Iteration 39Q (3468.400000 sec): 3 clusters
  Score: Raw -6590355.866656 + Penalty 5288.213110 = -6585067.653546
  nChanged 12
		SP:Iteration 40F (3468.560000 sec): 3 clusters
  Score: Raw -6590359.556543 + Penalty 5288.213110 = -6585071.343433
  nChanged 9
		SP:Iteration 41Q (3468.680000 sec): 3 clusters
  Score: Raw -6590361.453076 + Penalty 5288.213110 = -6585073.239966
  nChanged 6
		SP:Iteration 42Q (3468.800000 sec): 3 clusters
  Score: Raw -6590363.298086 + Penalty 5288.213110 = -6585075.084976
  nChanged 8
		SP:Iteration 43Q (3468.910000 sec): 3 clusters
  Score: Raw -6590364.831174 + Penalty 5288.213110 = -6585076.618064
  nChanged 5
		SP:Iteration 44Q (3469.020000 sec): 3 clusters
  Score: Raw -6590365.930304 + Penalty 5288.213110 = -6585077.717194
  nChanged 0
		SP:Iteration 45F (3469.180000 sec): 3 clusters
  Score: Raw -6590365.930304 + Penalty 5288.213110 = -6585077.717194
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 17 (119467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3469.590000 sec): 2 clusters
  Score: Raw -17411050.269702 + Penalty 2899.317274 = -17408150.952427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3470.050000 sec): 3 clusters
  Score: Raw -17333898.377399 + Penalty 5798.634549 = -17328099.742850
  nChanged 56735
		SP:Iteration 1F (3470.500000 sec): 3 clusters
  Score: Raw -17367072.007229 + Penalty 5798.634549 = -17361273.372681
  nChanged 4683
		SP:Iteration 2Q (3470.970000 sec): 3 clusters
  Score: Raw -17368593.769219 + Penalty 5798.634549 = -17362795.134670
  nChanged 5614
		SP:Iteration 3Q (3471.440000 sec): 3 clusters
  Score: Raw -17370953.855832 + Penalty 5798.634549 = -17365155.221283
  nChanged 6997
		SP:Iteration 4F (3471.890000 sec): 3 clusters
  Score: Raw -17374761.266317 + Penalty 5798.634549 = -17368962.631768
  nChanged 8333
		SP:Iteration 5F (3472.340000 sec): 3 clusters
  Score: Raw -17380197.219043 + Penalty 5798.634549 = -17374398.584494
  nChanged 8614
		SP:Iteration 6F (3472.800000 sec): 3 clusters
  Score: Raw -17386364.021792 + Penalty 5798.634549 = -17380565.387244
  nChanged 7966
		SP:Iteration 7F (3473.250000 sec): 3 clusters
  Score: Raw -17392318.959060 + Penalty 5798.634549 = -17386520.324511
  nChanged 6407
		SP:Iteration 8F (3473.700000 sec): 3 clusters
  Score: Raw -17397276.689867 + Penalty 5798.634549 = -17391478.055318
  nChanged 4836
		SP:Iteration 9Q (3474.160000 sec): 3 clusters
  Score: Raw -17401126.293284 + Penalty 5798.634549 = -17395327.658735
  nChanged 3641
		SP:Iteration 10Q (3474.600000 sec): 3 clusters
  Score: Raw -17404008.757891 + Penalty 5798.634549 = -17398210.123342
  nChanged 2665
		SP:Iteration 11Q (3475.010000 sec): 3 clusters
  Score: Raw -17405883.534940 + Penalty 5798.634549 = -17400084.900391
  nChanged 1909
		SP:Iteration 12Q (3475.400000 sec): 3 clusters
  Score: Raw -17407005.917375 + Penalty 5798.634549 = -17401207.282826
  nChanged 1428
		SP:Iteration 13Q (3475.780000 sec): 3 clusters
  Score: Raw -17407738.434907 + Penalty 5798.634549 = -17401939.800358
  nChanged 1134
		SP:Iteration 14Q (3476.150000 sec): 3 clusters
  Score: Raw -17408247.122844 + Penalty 5798.634549 = -17402448.488295
  nChanged 991
		SP:Iteration 15Q (3476.510000 sec): 3 clusters
  Score: Raw -17408663.206100 + Penalty 5798.634549 = -17402864.571551
  nChanged 909
		SP:Iteration 16Q (3476.870000 sec): 3 clusters
  Score: Raw -17409023.846073 + Penalty 5798.634549 = -17403225.211524
  nChanged 758
		SP:Iteration 17Q (3477.220000 sec): 3 clusters
  Score: Raw -17409301.716267 + Penalty 5798.634549 = -17403503.081718
  nChanged 683
		SP:Iteration 18Q (3477.570000 sec): 3 clusters
  Score: Raw -17409547.248466 + Penalty 5798.634549 = -17403748.613917
  nChanged 600
		SP:Iteration 19Q (3477.920000 sec): 3 clusters
  Score: Raw -17409757.259738 + Penalty 5798.634549 = -17403958.625189
  nChanged 531
		SP:Iteration 20F (3478.380000 sec): 3 clusters
  Score: Raw -17409942.738546 + Penalty 5798.634549 = -17404144.103997
  nChanged 481
		SP:Iteration 21Q (3478.720000 sec): 3 clusters
  Score: Raw -17410098.193684 + Penalty 5798.634549 = -17404299.559135
  nChanged 440
		SP:Iteration 22Q (3479.060000 sec): 3 clusters
  Score: Raw -17410240.247323 + Penalty 5798.634549 = -17404441.612774
  nChanged 392
		SP:Iteration 23Q (3479.400000 sec): 3 clusters
  Score: Raw -17410363.814043 + Penalty 5798.634549 = -17404565.179494
  nChanged 331
		SP:Iteration 24Q (3479.740000 sec): 3 clusters
  Score: Raw -17410470.209577 + Penalty 5798.634549 = -17404671.575028
  nChanged 276
		SP:Iteration 25Q (3480.070000 sec): 3 clusters
  Score: Raw -17410554.378128 + Penalty 5798.634549 = -17404755.743579
  nChanged 239
		SP:Iteration 26Q (3480.410000 sec): 3 clusters
  Score: Raw -17410630.789098 + Penalty 5798.634549 = -17404832.154549
  nChanged 239
		SP:Iteration 27Q (3480.740000 sec): 3 clusters
  Score: Raw -17410712.402628 + Penalty 5798.634549 = -17404913.768079
  nChanged 227
		SP:Iteration 28Q (3481.080000 sec): 3 clusters
  Score: Raw -17410786.923625 + Penalty 5798.634549 = -17404988.289076
  nChanged 205
		SP:Iteration 29Q (3481.410000 sec): 3 clusters
  Score: Raw -17410853.626513 + Penalty 5798.634549 = -17405054.991964
  nChanged 176
		SP:Iteration 30Q (3481.740000 sec): 3 clusters
  Score: Raw -17410913.882839 + Penalty 5798.634549 = -17405115.248290
  nChanged 174
		SP:Iteration 31Q (3482.070000 sec): 3 clusters
  Score: Raw -17410972.728104 + Penalty 5798.634549 = -17405174.093555
  nChanged 154
		SP:Iteration 32Q (3482.400000 sec): 3 clusters
  Score: Raw -17411028.350606 + Penalty 5798.634549 = -17405229.716057
  nChanged 138
		SP:Iteration 33Q (3482.730000 sec): 3 clusters
  Score: Raw -17411081.412546 + Penalty 5798.634549 = -17405282.777998
  nChanged 107
		SP:Iteration 34Q (3483.050000 sec): 3 clusters
  Score: Raw -17411117.664073 + Penalty 5798.634549 = -17405319.029524
  nChanged 83
		SP:Iteration 35Q (3483.380000 sec): 3 clusters
  Score: Raw -17411146.115638 + Penalty 5798.634549 = -17405347.481089
  nChanged 77
		SP:Iteration 36Q (3483.710000 sec): 3 clusters
  Score: Raw -17411172.602702 + Penalty 5798.634549 = -17405373.968153
  nChanged 59
		SP:Iteration 37Q (3484.030000 sec): 3 clusters
  Score: Raw -17411195.447847 + Penalty 5798.634549 = -17405396.813298
  nChanged 64
		SP:Iteration 38Q (3484.350000 sec): 3 clusters
  Score: Raw -17411219.536356 + Penalty 5798.634549 = -17405420.901807
  nChanged 64
		SP:Iteration 39Q (3484.680000 sec): 3 clusters
  Score: Raw -17411247.606792 + Penalty 5798.634549 = -17405448.972243
  nChanged 59
		SP:Iteration 40F (3485.130000 sec): 3 clusters
  Score: Raw -17411272.748860 + Penalty 5798.634549 = -17405474.114311
  nChanged 52
		SP:Iteration 41Q (3485.450000 sec): 3 clusters
  Score: Raw -17411293.870158 + Penalty 5798.634549 = -17405495.235609
  nChanged 59
		SP:Iteration 42Q (3485.780000 sec): 3 clusters
  Score: Raw -17411316.327696 + Penalty 5798.634549 = -17405517.693147
  nChanged 48
		SP:Iteration 43Q (3486.100000 sec): 3 clusters
  Score: Raw -17411334.371430 + Penalty 5798.634549 = -17405535.736881
  nChanged 46
		SP:Iteration 44Q (3486.430000 sec): 3 clusters
  Score: Raw -17411351.982111 + Penalty 5798.634549 = -17405553.347562
  nChanged 45
		SP:Iteration 45Q (3486.750000 sec): 3 clusters
  Score: Raw -17411371.364482 + Penalty 5798.634549 = -17405572.729933
  nChanged 54
		SP:Iteration 46Q (3487.070000 sec): 3 clusters
  Score: Raw -17411398.216691 + Penalty 5798.634549 = -17405599.582142
  nChanged 40
		SP:Iteration 47Q (3487.400000 sec): 3 clusters
  Score: Raw -17411416.682353 + Penalty 5798.634549 = -17405618.047804
  nChanged 37
		SP:Iteration 48Q (3487.720000 sec): 3 clusters
  Score: Raw -17411434.324261 + Penalty 5798.634549 = -17405635.689712
  nChanged 35
		SP:Iteration 49Q (3488.040000 sec): 3 clusters
  Score: Raw -17411450.569817 + Penalty 5798.634549 = -17405651.935268
  nChanged 25
		SP:Iteration 50Q (3488.370000 sec): 3 clusters
  Score: Raw -17411460.396516 + Penalty 5798.634549 = -17405661.761967
  nChanged 19
		SP:Iteration 51Q (3488.690000 sec): 3 clusters
  Score: Raw -17411467.258277 + Penalty 5798.634549 = -17405668.623728
  nChanged 17
		SP:Iteration 52Q (3489.010000 sec): 3 clusters
  Score: Raw -17411475.169441 + Penalty 5798.634549 = -17405676.534892
  nChanged 16
		SP:Iteration 53Q (3489.330000 sec): 3 clusters
  Score: Raw -17411481.001505 + Penalty 5798.634549 = -17405682.366956
  nChanged 12
		SP:Iteration 54Q (3489.650000 sec): 3 clusters
  Score: Raw -17411485.864187 + Penalty 5798.634549 = -17405687.229638
  nChanged 10
		SP:Iteration 55Q (3489.970000 sec): 3 clusters
  Score: Raw -17411489.606670 + Penalty 5798.634549 = -17405690.972121
  nChanged 9
		SP:Iteration 56Q (3490.290000 sec): 3 clusters
  Score: Raw -17411494.121284 + Penalty 5798.634549 = -17405695.486735
  nChanged 8
		SP:Iteration 57Q (3490.620000 sec): 3 clusters
  Score: Raw -17411496.229835 + Penalty 5798.634549 = -17405697.595286
  nChanged 4
		SP:Iteration 58Q (3490.940000 sec): 3 clusters
  Score: Raw -17411497.390591 + Penalty 5798.634549 = -17405698.756043
  nChanged 3
		SP:Iteration 59Q (3491.260000 sec): 3 clusters
  Score: Raw -17411498.987551 + Penalty 5798.634549 = -17405700.353002
  nChanged 3
		SP:Iteration 60F (3491.710000 sec): 3 clusters
  Score: Raw -17411499.867091 + Penalty 5798.634549 = -17405701.232542
  nChanged 3
		SP:Iteration 61Q (3492.030000 sec): 3 clusters
  Score: Raw -17411501.183559 + Penalty 5798.634549 = -17405702.549010
  nChanged 3
		SP:Iteration 62Q (3492.350000 sec): 3 clusters
  Score: Raw -17411503.182274 + Penalty 5798.634549 = -17405704.547725
  nChanged 0
		SP:Iteration 63F (3492.800000 sec): 3 clusters
  Score: Raw -17411503.182274 + Penalty 5798.634549 = -17405704.547725
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 18 (11641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3492.880000 sec): 2 clusters
  Score: Raw -1775832.895195 + Penalty 2321.847580 = -1773511.047615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3492.930000 sec): 3 clusters
  Score: Raw -1769415.419817 + Penalty 4643.695160 = -1764771.724658
  nChanged 4846
		SP:Iteration 1F (3492.970000 sec): 3 clusters
  Score: Raw -1771981.821386 + Penalty 4643.695160 = -1767338.126227
  nChanged 728
		SP:Iteration 2F (3493.010000 sec): 3 clusters
  Score: Raw -1772276.380857 + Penalty 4643.695160 = -1767632.685697
  nChanged 550
		SP:Iteration 3Q (3493.050000 sec): 3 clusters
  Score: Raw -1772487.339645 + Penalty 4643.695160 = -1767843.644485
  nChanged 425
		SP:Iteration 4Q (3493.100000 sec): 3 clusters
  Score: Raw -1772650.231521 + Penalty 4643.695160 = -1768006.536361
  nChanged 384
		SP:Iteration 5Q (3493.140000 sec): 3 clusters
  Score: Raw -1772794.487680 + Penalty 4643.695160 = -1768150.792521
  nChanged 360
		SP:Iteration 6Q (3493.180000 sec): 3 clusters
  Score: Raw -1772920.510533 + Penalty 4643.695160 = -1768276.815374
  nChanged 327
		SP:Iteration 7Q (3493.220000 sec): 3 clusters
  Score: Raw -1773027.746272 + Penalty 4643.695160 = -1768384.051113
  nChanged 251
		SP:Iteration 8Q (3493.260000 sec): 3 clusters
  Score: Raw -1773114.918055 + Penalty 4643.695160 = -1768471.222895
  nChanged 253
		SP:Iteration 9Q (3493.310000 sec): 3 clusters
  Score: Raw -1773211.449518 + Penalty 4643.695160 = -1768567.754358
  nChanged 255
		SP:Iteration 10Q (3493.350000 sec): 3 clusters
  Score: Raw -1773298.636447 + Penalty 4643.695160 = -1768654.941287
  nChanged 243
		SP:Iteration 11Q (3493.390000 sec): 3 clusters
  Score: Raw -1773389.457836 + Penalty 4643.695160 = -1768745.762676
  nChanged 252
		SP:Iteration 12Q (3493.430000 sec): 3 clusters
  Score: Raw -1773490.813395 + Penalty 4643.695160 = -1768847.118235
  nChanged 272
		SP:Iteration 13Q (3493.480000 sec): 3 clusters
  Score: Raw -1773612.635856 + Penalty 4643.695160 = -1768968.940696
  nChanged 305
		SP:Iteration 14Q (3493.520000 sec): 3 clusters
  Score: Raw -1773752.111428 + Penalty 4643.695160 = -1769108.416269
  nChanged 312
		SP:Iteration 15Q (3493.560000 sec): 3 clusters
  Score: Raw -1773906.762189 + Penalty 4643.695160 = -1769263.067029
  nChanged 347
		SP:Iteration 16Q (3493.600000 sec): 3 clusters
  Score: Raw -1774090.914432 + Penalty 4643.695160 = -1769447.219272
  nChanged 368
		SP:Iteration 17Q (3493.640000 sec): 3 clusters
  Score: Raw -1774303.593938 + Penalty 4643.695160 = -1769659.898779
  nChanged 397
		SP:Iteration 18Q (3493.680000 sec): 3 clusters
  Score: Raw -1774551.051199 + Penalty 4643.695160 = -1769907.356039
  nChanged 413
		SP:Iteration 19Q (3493.720000 sec): 3 clusters
  Score: Raw -1774831.042586 + Penalty 4643.695160 = -1770187.347426
  nChanged 374
		SP:Iteration 20F (3493.760000 sec): 3 clusters
  Score: Raw -1775084.225818 + Penalty 4643.695160 = -1770440.530659
  nChanged 331
		SP:Iteration 21Q (3493.800000 sec): 3 clusters
  Score: Raw -1775317.644858 + Penalty 4643.695160 = -1770673.949698
  nChanged 264
		SP:Iteration 22Q (3493.840000 sec): 3 clusters
  Score: Raw -1775520.526809 + Penalty 4643.695160 = -1770876.831649
  nChanged 192
		SP:Iteration 23Q (3493.870000 sec): 3 clusters
  Score: Raw -1775667.907503 + Penalty 4643.695160 = -1771024.212344
  nChanged 148
		SP:Iteration 24Q (3493.910000 sec): 3 clusters
  Score: Raw -1775779.000995 + Penalty 4643.695160 = -1771135.305836
  nChanged 117
		SP:Iteration 25Q (3493.940000 sec): 3 clusters
  Score: Raw -1775881.818330 + Penalty 4643.695160 = -1771238.123170
  nChanged 91
		SP:Iteration 26Q (3493.980000 sec): 3 clusters
  Score: Raw -1775970.701474 + Penalty 4643.695160 = -1771327.006314
  nChanged 62
		SP:Iteration 27Q (3494.010000 sec): 3 clusters
  Score: Raw -1776029.212110 + Penalty 4643.695160 = -1771385.516950
  nChanged 42
		SP:Iteration 28Q (3494.040000 sec): 3 clusters
  Score: Raw -1776068.906907 + Penalty 4643.695160 = -1771425.211747
  nChanged 27
		SP:Iteration 29Q (3494.070000 sec): 3 clusters
  Score: Raw -1776094.256872 + Penalty 4643.695160 = -1771450.561712
  nChanged 14
		SP:Iteration 30Q (3494.100000 sec): 3 clusters
  Score: Raw -1776106.207205 + Penalty 4643.695160 = -1771462.512045
  nChanged 6
		SP:Iteration 31Q (3494.140000 sec): 3 clusters
  Score: Raw -1776110.206875 + Penalty 4643.695160 = -1771466.511715
  nChanged 5
		SP:Iteration 32Q (3494.170000 sec): 3 clusters
  Score: Raw -1776113.132645 + Penalty 4643.695160 = -1771469.437485
  nChanged 4
		SP:Iteration 33Q (3494.200000 sec): 3 clusters
  Score: Raw -1776116.326179 + Penalty 4643.695160 = -1771472.631019
  nChanged 4
		SP:Iteration 34Q (3494.230000 sec): 3 clusters
  Score: Raw -1776118.756995 + Penalty 4643.695160 = -1771475.061835
  nChanged 3
		SP:Iteration 35Q (3494.260000 sec): 3 clusters
  Score: Raw -1776121.632799 + Penalty 4643.695160 = -1771477.937639
  nChanged 4
		SP:Iteration 36Q (3494.290000 sec): 3 clusters
  Score: Raw -1776125.087929 + Penalty 4643.695160 = -1771481.392769
  nChanged 5
		SP:Iteration 37Q (3494.320000 sec): 3 clusters
  Score: Raw -1776128.152522 + Penalty 4643.695160 = -1771484.457362
  nChanged 4
		SP:Iteration 38Q (3494.350000 sec): 3 clusters
  Score: Raw -1776131.240667 + Penalty 4643.695160 = -1771487.545507
  nChanged 4
		SP:Iteration 39Q (3494.380000 sec): 3 clusters
  Score: Raw -1776135.311322 + Penalty 4643.695160 = -1771491.616163
  nChanged 8
		SP:Iteration 40F (3494.420000 sec): 3 clusters
  Score: Raw -1776144.341441 + Penalty 4643.695160 = -1771500.646281
  nChanged 7
		SP:Iteration 41Q (3494.460000 sec): 3 clusters
  Score: Raw -1776150.515003 + Penalty 4643.695160 = -1771506.819843
  nChanged 9
		SP:Iteration 42Q (3494.490000 sec): 3 clusters
  Score: Raw -1776159.322617 + Penalty 4643.695160 = -1771515.627457
  nChanged 10
		SP:Iteration 43Q (3494.520000 sec): 3 clusters
  Score: Raw -1776166.142692 + Penalty 4643.695160 = -1771522.447532
  nChanged 9
		SP:Iteration 44Q (3494.550000 sec): 3 clusters
  Score: Raw -1776173.931682 + Penalty 4643.695160 = -1771530.236522
  nChanged 5
		SP:Iteration 45Q (3494.580000 sec): 3 clusters
  Score: Raw -1776178.352019 + Penalty 4643.695160 = -1771534.656860
  nChanged 3
		SP:Iteration 46Q (3494.610000 sec): 3 clusters
  Score: Raw -1776180.801468 + Penalty 4643.695160 = -1771537.106308
  nChanged 2
		SP:Iteration 47Q (3494.640000 sec): 3 clusters
  Score: Raw -1776181.404776 + Penalty 4643.695160 = -1771537.709616
  nChanged 2
		SP:Iteration 48Q (3494.670000 sec): 3 clusters
  Score: Raw -1776182.629039 + Penalty 4643.695160 = -1771538.933880
  nChanged 1
		SP:Iteration 49Q (3494.700000 sec): 3 clusters
  Score: Raw -1776183.107349 + Penalty 4643.695160 = -1771539.412189
  nChanged 0
		SP:Iteration 50F (3494.740000 sec): 3 clusters
  Score: Raw -1776183.107349 + Penalty 4643.695160 = -1771539.412189
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 19 (3739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3494.760000 sec): 2 clusters
  Score: Raw -535116.653320 + Penalty 2040.190222 = -533076.463098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3494.780000 sec): 3 clusters
  Score: Raw -533404.240726 + Penalty 4080.380444 = -529323.860282
  nChanged 1370
		SP:Iteration 1F (3494.790000 sec): 3 clusters
  Score: Raw -534217.766365 + Penalty 4080.380444 = -530137.385921
  nChanged 289
		SP:Iteration 2F (3494.800000 sec): 3 clusters
  Score: Raw -534396.673813 + Penalty 4080.380444 = -530316.293369
  nChanged 183
		SP:Iteration 3Q (3494.820000 sec): 3 clusters
  Score: Raw -534506.882224 + Penalty 4080.380444 = -530426.501780
  nChanged 125
		SP:Iteration 4Q (3494.830000 sec): 3 clusters
  Score: Raw -534589.410770 + Penalty 4080.380444 = -530509.030326
  nChanged 118
		SP:Iteration 5Q (3494.840000 sec): 3 clusters
  Score: Raw -534663.580725 + Penalty 4080.380444 = -530583.200281
  nChanged 91
		SP:Iteration 6Q (3494.860000 sec): 3 clusters
  Score: Raw -534722.845294 + Penalty 4080.380444 = -530642.464850
  nChanged 93
		SP:Iteration 7Q (3494.870000 sec): 3 clusters
  Score: Raw -534778.997496 + Penalty 4080.380444 = -530698.617053
  nChanged 72
		SP:Iteration 8Q (3494.880000 sec): 3 clusters
  Score: Raw -534816.093800 + Penalty 4080.380444 = -530735.713356
  nChanged 65
		SP:Iteration 9Q (3494.900000 sec): 3 clusters
  Score: Raw -534852.733189 + Penalty 4080.380444 = -530772.352746
  nChanged 69
		SP:Iteration 10Q (3494.910000 sec): 3 clusters
  Score: Raw -534886.207484 + Penalty 4080.380444 = -530805.827040
  nChanged 59
		SP:Iteration 11Q (3494.930000 sec): 3 clusters
  Score: Raw -534919.649939 + Penalty 4080.380444 = -530839.269495
  nChanged 57
		SP:Iteration 12Q (3494.940000 sec): 3 clusters
  Score: Raw -534957.747611 + Penalty 4080.380444 = -530877.367167
  nChanged 68
		SP:Iteration 13Q (3494.950000 sec): 3 clusters
  Score: Raw -534993.875328 + Penalty 4080.380444 = -530913.494884
  nChanged 55
		SP:Iteration 14Q (3494.970000 sec): 3 clusters
  Score: Raw -535021.612304 + Penalty 4080.380444 = -530941.231861
  nChanged 46
		SP:Iteration 15Q (3494.980000 sec): 3 clusters
  Score: Raw -535043.650766 + Penalty 4080.380444 = -530963.270322
  nChanged 36
		SP:Iteration 16Q (3495.000000 sec): 3 clusters
  Score: Raw -535061.008065 + Penalty 4080.380444 = -530980.627622
  nChanged 36
		SP:Iteration 17Q (3495.010000 sec): 3 clusters
  Score: Raw -535079.471315 + Penalty 4080.380444 = -530999.090871
  nChanged 41
		SP:Iteration 18Q (3495.020000 sec): 3 clusters
  Score: Raw -535098.762570 + Penalty 4080.380444 = -531018.382127
  nChanged 30
		SP:Iteration 19Q (3495.040000 sec): 3 clusters
  Score: Raw -535114.970664 + Penalty 4080.380444 = -531034.590220
  nChanged 27
		SP:Iteration 20F (3495.050000 sec): 3 clusters
  Score: Raw -535127.106083 + Penalty 4080.380444 = -531046.725639
  nChanged 29
		SP:Iteration 21Q (3495.060000 sec): 3 clusters
  Score: Raw -535138.662411 + Penalty 4080.380444 = -531058.281967
  nChanged 22
		SP:Iteration 22Q (3495.080000 sec): 3 clusters
  Score: Raw -535147.950119 + Penalty 4080.380444 = -531067.569675
  nChanged 18
		SP:Iteration 23Q (3495.090000 sec): 3 clusters
  Score: Raw -535155.515111 + Penalty 4080.380444 = -531075.134667
  nChanged 10
		SP:Iteration 24Q (3495.100000 sec): 3 clusters
  Score: Raw -535159.133394 + Penalty 4080.380444 = -531078.752950
  nChanged 9
		SP:Iteration 25Q (3495.120000 sec): 3 clusters
  Score: Raw -535164.074245 + Penalty 4080.380444 = -531083.693801
  nChanged 14
		SP:Iteration 26Q (3495.130000 sec): 3 clusters
  Score: Raw -535169.985440 + Penalty 4080.380444 = -531089.604996
  nChanged 9
		SP:Iteration 27Q (3495.140000 sec): 3 clusters
  Score: Raw -535173.420759 + Penalty 4080.380444 = -531093.040315
  nChanged 11
		SP:Iteration 28Q (3495.160000 sec): 3 clusters
  Score: Raw -535177.758599 + Penalty 4080.380444 = -531097.378156
  nChanged 10
		SP:Iteration 29Q (3495.170000 sec): 3 clusters
  Score: Raw -535181.917573 + Penalty 4080.380444 = -531101.537129
  nChanged 7
		SP:Iteration 30Q (3495.180000 sec): 3 clusters
  Score: Raw -535183.831558 + Penalty 4080.380444 = -531103.451114
  nChanged 3
		SP:Iteration 31Q (3495.200000 sec): 3 clusters
  Score: Raw -535184.345969 + Penalty 4080.380444 = -531103.965526
  nChanged 2
		SP:Iteration 32Q (3495.210000 sec): 3 clusters
  Score: Raw -535184.864185 + Penalty 4080.380444 = -531104.483741
  nChanged 2
		SP:Iteration 33Q (3495.220000 sec): 3 clusters
  Score: Raw -535185.555318 + Penalty 4080.380444 = -531105.174875
  nChanged 2
		SP:Iteration 34Q (3495.240000 sec): 3 clusters
  Score: Raw -535186.035851 + Penalty 4080.380444 = -531105.655408
  nChanged 2
		SP:Iteration 35Q (3495.250000 sec): 3 clusters
  Score: Raw -535186.519351 + Penalty 4080.380444 = -531106.138908
  nChanged 2
		SP:Iteration 36Q (3495.260000 sec): 3 clusters
  Score: Raw -535187.081459 + Penalty 4080.380444 = -531106.701015
  nChanged 2
		SP:Iteration 37Q (3495.280000 sec): 3 clusters
  Score: Raw -535187.657510 + Penalty 4080.380444 = -531107.277067
  nChanged 2
		SP:Iteration 38Q (3495.290000 sec): 3 clusters
  Score: Raw -535188.147179 + Penalty 4080.380444 = -531107.766735
  nChanged 1
		SP:Iteration 39Q (3495.300000 sec): 3 clusters
  Score: Raw -535188.325544 + Penalty 4080.380444 = -531107.945100
  nChanged 0
		SP:Iteration 40F (3495.320000 sec): 3 clusters
  Score: Raw -535188.325544 + Penalty 4080.380444 = -531107.945100
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 20 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3495.320000 sec): 2 clusters
  Score: Raw -27239.942278 + Penalty 1352.919637 = -25887.022641
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3495.320000 sec): 3 clusters
  Score: Raw -27430.504619 + Penalty 2705.839273 = -24724.665346
  nChanged 34
		SP:Iteration 1F (3495.320000 sec): 3 clusters
  Score: Raw -27595.717535 + Penalty 2705.839273 = -24889.878262
  nChanged 9
		SP:Iteration 2Q (3495.330000 sec): 3 clusters
  Score: Raw -27652.306241 + Penalty 2705.839273 = -24946.466968
  nChanged 6
		SP:Iteration 3Q (3495.330000 sec): 3 clusters
  Score: Raw -27696.309533 + Penalty 2705.839273 = -24990.470260
  nChanged 4
		SP:Iteration 4Q (3495.330000 sec): 3 clusters
  Score: Raw -27727.513351 + Penalty 2705.839273 = -25021.674078
  nChanged 4
		SP:Iteration 5Q (3495.330000 sec): 3 clusters
  Score: Raw -27788.116136 + Penalty 2705.839273 = -25082.276862
  nChanged 6
		SP:Iteration 6Q (3495.330000 sec): 3 clusters
  Score: Raw -27858.677525 + Penalty 2705.839273 = -25152.838252
  nChanged 7
		SP:Iteration 7Q (3495.330000 sec): 3 clusters
  Score: Raw -27887.880016 + Penalty 2705.839273 = -25182.040743
  nChanged 4
		SP:Iteration 8Q (3495.330000 sec): 3 clusters
  Score: Raw -27903.923793 + Penalty 2705.839273 = -25198.084520
  nChanged 4
		SP:Iteration 9Q (3495.330000 sec): 3 clusters
  Score: Raw -27931.391665 + Penalty 2705.839273 = -25225.552392
  nChanged 4
		SP:Iteration 10Q (3495.330000 sec): 3 clusters
  Score: Raw -27952.616598 + Penalty 2705.839273 = -25246.777325
  nChanged 3
		SP:Iteration 11Q (3495.330000 sec): 3 clusters
  Score: Raw -27966.692760 + Penalty 2705.839273 = -25260.853487
  nChanged 1
		SP:Iteration 12Q (3495.340000 sec): 3 clusters
  Score: Raw -27970.203400 + Penalty 2705.839273 = -25264.364126
  nChanged 0
		SP:Iteration 13F (3495.340000 sec): 3 clusters
  Score: Raw -27970.746959 + Penalty 2705.839273 = -25264.907686
  nChanged 1
		SP:Iteration 14Q (3495.340000 sec): 3 clusters
  Score: Raw -27976.755456 + Penalty 2705.839273 = -25270.916183
  nChanged 1
		SP:Iteration 15Q (3495.340000 sec): 3 clusters
  Score: Raw -28018.494746 + Penalty 2705.839273 = -25312.655473
  nChanged 2
		SP:Iteration 16Q (3495.340000 sec): 3 clusters
  Score: Raw -28042.882298 + Penalty 2705.839273 = -25337.043025
  nChanged 4
		SP:Iteration 17Q (3495.340000 sec): 3 clusters
  Score: Raw -28122.233077 + Penalty 2705.839273 = -25416.393803
  nChanged 2
		SP:Iteration 18Q (3495.340000 sec): 3 clusters
  Score: Raw -28141.934667 + Penalty 2705.839273 = -25436.095394
  nChanged 2
		SP:Iteration 19Q (3495.340000 sec): 3 clusters
  Score: Raw -28160.883179 + Penalty 2705.839273 = -25455.043906
  nChanged 0
		SP:Iteration 20F (3495.340000 sec): 3 clusters
  Score: Raw -28160.883179 + Penalty 2705.839273 = -25455.043906
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 21 (30932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3495.450000 sec): 2 clusters
  Score: Raw -4515613.196611 + Penalty 2564.207538 = -4513048.989073
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3495.560000 sec): 3 clusters
  Score: Raw -4497035.056717 + Penalty 5128.415077 = -4491906.641641
  nChanged 13959
		SP:Iteration 1F (3495.680000 sec): 3 clusters
  Score: Raw -4504667.602188 + Penalty 5128.415077 = -4499539.187112
  nChanged 1557
		SP:Iteration 2F (3495.790000 sec): 3 clusters
  Score: Raw -4505295.828434 + Penalty 5128.415077 = -4500167.413357
  nChanged 1502
		SP:Iteration 3Q (3495.910000 sec): 3 clusters
  Score: Raw -4506029.809894 + Penalty 5128.415077 = -4500901.394817
  nChanged 1573
		SP:Iteration 4F (3496.030000 sec): 3 clusters
  Score: Raw -4506895.243209 + Penalty 5128.415077 = -4501766.828132
  nChanged 1681
		SP:Iteration 5F (3496.150000 sec): 3 clusters
  Score: Raw -4507902.741103 + Penalty 5128.415077 = -4502774.326027
  nChanged 1727
		SP:Iteration 6F (3496.260000 sec): 3 clusters
  Score: Raw -4508920.344609 + Penalty 5128.415077 = -4503791.929532
  nChanged 1724
		SP:Iteration 7F (3496.370000 sec): 3 clusters
  Score: Raw -4509856.163092 + Penalty 5128.415077 = -4504727.748015
  nChanged 1637
		SP:Iteration 8F (3496.490000 sec): 3 clusters
  Score: Raw -4510704.120384 + Penalty 5128.415077 = -4505575.705307
  nChanged 1380
		SP:Iteration 9Q (3496.600000 sec): 3 clusters
  Score: Raw -4511289.402144 + Penalty 5128.415077 = -4506160.987067
  nChanged 1072
		SP:Iteration 10Q (3496.720000 sec): 3 clusters
  Score: Raw -4511665.086992 + Penalty 5128.415077 = -4506536.671915
  nChanged 839
		SP:Iteration 11Q (3496.830000 sec): 3 clusters
  Score: Raw -4511923.549989 + Penalty 5128.415077 = -4506795.134913
  nChanged 615
		SP:Iteration 12Q (3496.950000 sec): 3 clusters
  Score: Raw -4512088.948762 + Penalty 5128.415077 = -4506960.533686
  nChanged 511
		SP:Iteration 13Q (3497.060000 sec): 3 clusters
  Score: Raw -4512212.668483 + Penalty 5128.415077 = -4507084.253406
  nChanged 402
		SP:Iteration 14Q (3497.170000 sec): 3 clusters
  Score: Raw -4512309.048174 + Penalty 5128.415077 = -4507180.633097
  nChanged 337
		SP:Iteration 15Q (3497.290000 sec): 3 clusters
  Score: Raw -4512399.969655 + Penalty 5128.415077 = -4507271.554578
  nChanged 313
		SP:Iteration 16Q (3497.400000 sec): 3 clusters
  Score: Raw -4512478.519262 + Penalty 5128.415077 = -4507350.104185
  nChanged 285
		SP:Iteration 17Q (3497.510000 sec): 3 clusters
  Score: Raw -4512543.743270 + Penalty 5128.415077 = -4507415.328193
  nChanged 247
		SP:Iteration 18Q (3497.630000 sec): 3 clusters
  Score: Raw -4512588.374477 + Penalty 5128.415077 = -4507459.959400
  nChanged 213
		SP:Iteration 19Q (3497.740000 sec): 3 clusters
  Score: Raw -4512619.563049 + Penalty 5128.415077 = -4507491.147972
  nChanged 165
		SP:Iteration 20F (3497.860000 sec): 3 clusters
  Score: Raw -4512644.388129 + Penalty 5128.415077 = -4507515.973052
  nChanged 155
		SP:Iteration 21Q (3497.970000 sec): 3 clusters
  Score: Raw -4512667.688303 + Penalty 5128.415077 = -4507539.273227
  nChanged 149
		SP:Iteration 22Q (3498.090000 sec): 3 clusters
  Score: Raw -4512688.548813 + Penalty 5128.415077 = -4507560.133736
  nChanged 135
		SP:Iteration 23Q (3498.200000 sec): 3 clusters
  Score: Raw -4512709.837977 + Penalty 5128.415077 = -4507581.422900
  nChanged 141
		SP:Iteration 24Q (3498.310000 sec): 3 clusters
  Score: Raw -4512732.918893 + Penalty 5128.415077 = -4507604.503816
  nChanged 141
		SP:Iteration 25Q (3498.430000 sec): 3 clusters
  Score: Raw -4512755.819892 + Penalty 5128.415077 = -4507627.404815
  nChanged 149
		SP:Iteration 26Q (3498.550000 sec): 3 clusters
  Score: Raw -4512782.546231 + Penalty 5128.415077 = -4507654.131155
  nChanged 146
		SP:Iteration 27Q (3498.660000 sec): 3 clusters
  Score: Raw -4512811.967353 + Penalty 5128.415077 = -4507683.552276
  nChanged 157
		SP:Iteration 28Q (3498.770000 sec): 3 clusters
  Score: Raw -4512840.928580 + Penalty 5128.415077 = -4507712.513503
  nChanged 159
		SP:Iteration 29Q (3498.890000 sec): 3 clusters
  Score: Raw -4512866.780914 + Penalty 5128.415077 = -4507738.365837
  nChanged 154
		SP:Iteration 30Q (3499.000000 sec): 3 clusters
  Score: Raw -4512888.606173 + Penalty 5128.415077 = -4507760.191096
  nChanged 111
		SP:Iteration 31Q (3499.110000 sec): 3 clusters
  Score: Raw -4512901.909881 + Penalty 5128.415077 = -4507773.494805
  nChanged 117
		SP:Iteration 32Q (3499.230000 sec): 3 clusters
  Score: Raw -4512914.577123 + Penalty 5128.415077 = -4507786.162046
  nChanged 101
		SP:Iteration 33Q (3499.340000 sec): 3 clusters
  Score: Raw -4512925.978640 + Penalty 5128.415077 = -4507797.563564
  nChanged 106
		SP:Iteration 34Q (3499.450000 sec): 3 clusters
  Score: Raw -4512938.088433 + Penalty 5128.415077 = -4507809.673356
  nChanged 107
		SP:Iteration 35Q (3499.570000 sec): 3 clusters
  Score: Raw -4512949.409526 + Penalty 5128.415077 = -4507820.994449
  nChanged 105
		SP:Iteration 36Q (3499.680000 sec): 3 clusters
  Score: Raw -4512959.966686 + Penalty 5128.415077 = -4507831.551609
  nChanged 113
		SP:Iteration 37Q (3499.790000 sec): 3 clusters
  Score: Raw -4512972.400492 + Penalty 5128.415077 = -4507843.985416
  nChanged 122
		SP:Iteration 38Q (3499.910000 sec): 3 clusters
  Score: Raw -4512986.035205 + Penalty 5128.415077 = -4507857.620128
  nChanged 130
		SP:Iteration 39Q (3500.020000 sec): 3 clusters
  Score: Raw -4513001.135163 + Penalty 5128.415077 = -4507872.720087
  nChanged 145
		SP:Iteration 40F (3500.130000 sec): 3 clusters
  Score: Raw -4513017.370742 + Penalty 5128.415077 = -4507888.955666
  nChanged 143
		SP:Iteration 41Q (3500.250000 sec): 3 clusters
  Score: Raw -4513034.952572 + Penalty 5128.415077 = -4507906.537495
  nChanged 141
		SP:Iteration 42Q (3500.370000 sec): 3 clusters
  Score: Raw -4513052.834346 + Penalty 5128.415077 = -4507924.419270
  nChanged 134
		SP:Iteration 43Q (3500.480000 sec): 3 clusters
  Score: Raw -4513067.827134 + Penalty 5128.415077 = -4507939.412057
  nChanged 140
		SP:Iteration 44Q (3500.590000 sec): 3 clusters
  Score: Raw -4513084.991961 + Penalty 5128.415077 = -4507956.576885
  nChanged 156
		SP:Iteration 45Q (3500.710000 sec): 3 clusters
  Score: Raw -4513106.054160 + Penalty 5128.415077 = -4507977.639084
  nChanged 173
		SP:Iteration 46Q (3500.820000 sec): 3 clusters
  Score: Raw -4513131.070251 + Penalty 5128.415077 = -4508002.655174
  nChanged 165
		SP:Iteration 47Q (3500.930000 sec): 3 clusters
  Score: Raw -4513155.825232 + Penalty 5128.415077 = -4508027.410156
  nChanged 168
		SP:Iteration 48Q (3501.050000 sec): 3 clusters
  Score: Raw -4513181.713989 + Penalty 5128.415077 = -4508053.298913
  nChanged 189
		SP:Iteration 49Q (3501.170000 sec): 3 clusters
  Score: Raw -4513210.687242 + Penalty 5128.415077 = -4508082.272165
  nChanged 191
		SP:Iteration 50Q (3501.280000 sec): 3 clusters
  Score: Raw -4513241.337849 + Penalty 5128.415077 = -4508112.922773
  nChanged 203
		SP:Iteration 51Q (3501.390000 sec): 3 clusters
  Score: Raw -4513277.973030 + Penalty 5128.415077 = -4508149.557953
  nChanged 246
		SP:Iteration 52Q (3501.510000 sec): 3 clusters
  Score: Raw -4513326.006536 + Penalty 5128.415077 = -4508197.591459
  nChanged 292
		SP:Iteration 53Q (3501.620000 sec): 3 clusters
  Score: Raw -4513394.911454 + Penalty 5128.415077 = -4508266.496378
  nChanged 342
		SP:Iteration 54Q (3501.740000 sec): 3 clusters
  Score: Raw -4513482.344537 + Penalty 5128.415077 = -4508353.929461
  nChanged 388
		SP:Iteration 55Q (3501.850000 sec): 3 clusters
  Score: Raw -4513592.817540 + Penalty 5128.415077 = -4508464.402464
  nChanged 408
		SP:Iteration 56Q (3501.960000 sec): 3 clusters
  Score: Raw -4513718.072979 + Penalty 5128.415077 = -4508589.657902
  nChanged 430
		SP:Iteration 57Q (3502.080000 sec): 3 clusters
  Score: Raw -4513870.634345 + Penalty 5128.415077 = -4508742.219268
  nChanged 439
		SP:Iteration 58Q (3502.190000 sec): 3 clusters
  Score: Raw -4514055.632843 + Penalty 5128.415077 = -4508927.217766
  nChanged 533
		SP:Iteration 59Q (3502.300000 sec): 3 clusters
  Score: Raw -4514351.556912 + Penalty 5128.415077 = -4509223.141835
  nChanged 556
		SP:Iteration 60F (3502.420000 sec): 3 clusters
  Score: Raw -4514786.507611 + Penalty 5128.415077 = -4509658.092534
  nChanged 606
		SP:Iteration 61Q (3502.530000 sec): 3 clusters
  Score: Raw -4515508.250233 + Penalty 5128.415077 = -4510379.835156
  nChanged 424
		SP:Iteration 62Q (3502.630000 sec): 3 clusters
  Score: Raw -4516054.430366 + Penalty 5128.415077 = -4510926.015290
  nChanged 329
		SP:Iteration 63Q (3502.730000 sec): 3 clusters
  Score: Raw -4516329.026877 + Penalty 5128.415077 = -4511200.611800
  nChanged 252
		SP:Iteration 64Q (3502.830000 sec): 3 clusters
  Score: Raw -4516464.164222 + Penalty 5128.415077 = -4511335.749146
  nChanged 164
		SP:Iteration 65Q (3502.920000 sec): 3 clusters
  Score: Raw -4516531.803511 + Penalty 5128.415077 = -4511403.388434
  nChanged 145
		SP:Iteration 66Q (3503.010000 sec): 3 clusters
  Score: Raw -4516580.765057 + Penalty 5128.415077 = -4511452.349980
  nChanged 116
		SP:Iteration 67Q (3503.100000 sec): 3 clusters
  Score: Raw -4516618.250250 + Penalty 5128.415077 = -4511489.835173
  nChanged 91
		SP:Iteration 68Q (3503.190000 sec): 3 clusters
  Score: Raw -4516645.949801 + Penalty 5128.415077 = -4511517.534724
  nChanged 65
		SP:Iteration 69Q (3503.280000 sec): 3 clusters
  Score: Raw -4516661.870453 + Penalty 5128.415077 = -4511533.455376
  nChanged 39
		SP:Iteration 70Q (3503.370000 sec): 3 clusters
  Score: Raw -4516671.246946 + Penalty 5128.415077 = -4511542.831869
  nChanged 40
		SP:Iteration 71Q (3503.460000 sec): 3 clusters
  Score: Raw -4516681.181229 + Penalty 5128.415077 = -4511552.766153
  nChanged 36
		SP:Iteration 72Q (3503.550000 sec): 3 clusters
  Score: Raw -4516688.559816 + Penalty 5128.415077 = -4511560.144739
  nChanged 29
		SP:Iteration 73Q (3503.640000 sec): 3 clusters
  Score: Raw -4516693.594634 + Penalty 5128.415077 = -4511565.179558
  nChanged 21
		SP:Iteration 74Q (3503.730000 sec): 3 clusters
  Score: Raw -4516697.465271 + Penalty 5128.415077 = -4511569.050194
  nChanged 21
		SP:Iteration 75Q (3503.810000 sec): 3 clusters
  Score: Raw -4516701.531499 + Penalty 5128.415077 = -4511573.116422
  nChanged 15
		SP:Iteration 76Q (3503.900000 sec): 3 clusters
  Score: Raw -4516703.238041 + Penalty 5128.415077 = -4511574.822964
  nChanged 9
		SP:Iteration 77Q (3503.990000 sec): 3 clusters
  Score: Raw -4516704.829002 + Penalty 5128.415077 = -4511576.413925
  nChanged 10
		SP:Iteration 78Q (3504.080000 sec): 3 clusters
  Score: Raw -4516707.003528 + Penalty 5128.415077 = -4511578.588451
  nChanged 11
		SP:Iteration 79Q (3504.170000 sec): 3 clusters
  Score: Raw -4516709.188541 + Penalty 5128.415077 = -4511580.773464
  nChanged 13
		SP:Iteration 80F (3504.280000 sec): 3 clusters
  Score: Raw -4516711.777273 + Penalty 5128.415077 = -4511583.362197
  nChanged 21
		SP:Iteration 81Q (3504.370000 sec): 3 clusters
  Score: Raw -4516716.348567 + Penalty 5128.415077 = -4511587.933490
  nChanged 20
		SP:Iteration 82Q (3504.460000 sec): 3 clusters
  Score: Raw -4516720.970894 + Penalty 5128.415077 = -4511592.555817
  nChanged 15
		SP:Iteration 83Q (3504.550000 sec): 3 clusters
  Score: Raw -4516723.326798 + Penalty 5128.415077 = -4511594.911721
  nChanged 13
		SP:Iteration 84Q (3504.630000 sec): 3 clusters
  Score: Raw -4516725.571359 + Penalty 5128.415077 = -4511597.156282
  nChanged 8
		SP:Iteration 85Q (3504.730000 sec): 3 clusters
  Score: Raw -4516726.928192 + Penalty 5128.415077 = -4511598.513115
  nChanged 9
		SP:Iteration 86Q (3504.810000 sec): 3 clusters
  Score: Raw -4516728.492613 + Penalty 5128.415077 = -4511600.077536
  nChanged 12
		SP:Iteration 87Q (3504.900000 sec): 3 clusters
  Score: Raw -4516730.763428 + Penalty 5128.415077 = -4511602.348351
  nChanged 14
		SP:Iteration 88Q (3504.990000 sec): 3 clusters
  Score: Raw -4516733.357804 + Penalty 5128.415077 = -4511604.942727
  nChanged 11
		SP:Iteration 89Q (3505.080000 sec): 3 clusters
  Score: Raw -4516735.475113 + Penalty 5128.415077 = -4511607.060037
  nChanged 17
		SP:Iteration 90Q (3505.170000 sec): 3 clusters
  Score: Raw -4516738.574538 + Penalty 5128.415077 = -4511610.159461
  nChanged 15
		SP:Iteration 91Q (3505.260000 sec): 3 clusters
  Score: Raw -4516741.562490 + Penalty 5128.415077 = -4511613.147413
  nChanged 7
		SP:Iteration 92Q (3505.340000 sec): 3 clusters
  Score: Raw -4516742.703125 + Penalty 5128.415077 = -4511614.288048
  nChanged 8
		SP:Iteration 93Q (3505.430000 sec): 3 clusters
  Score: Raw -4516744.173487 + Penalty 5128.415077 = -4511615.758410
  nChanged 7
		SP:Iteration 94Q (3505.520000 sec): 3 clusters
  Score: Raw -4516745.641447 + Penalty 5128.415077 = -4511617.226370
  nChanged 8
		SP:Iteration 95Q (3505.600000 sec): 3 clusters
  Score: Raw -4516746.830187 + Penalty 5128.415077 = -4511618.415110
  nChanged 5
		SP:Iteration 96Q (3505.690000 sec): 3 clusters
  Score: Raw -4516747.605149 + Penalty 5128.415077 = -4511619.190073
  nChanged 4
		SP:Iteration 97Q (3505.780000 sec): 3 clusters
  Score: Raw -4516748.424346 + Penalty 5128.415077 = -4511620.009269
  nChanged 2
		SP:Iteration 98Q (3505.870000 sec): 3 clusters
  Score: Raw -4516748.579806 + Penalty 5128.415077 = -4511620.164730
  nChanged 0
		SP:Iteration 99F (3505.980000 sec): 3 clusters
  Score: Raw -4516748.579806 + Penalty 5128.415077 = -4511620.164730
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 22 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3505.990000 sec): 2 clusters
  Score: Raw -32701.428481 + Penalty 1345.387604 = -31356.040876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3505.990000 sec): 3 clusters
  Score: Raw -33213.393600 + Penalty 2690.775209 = -30522.618392
  nChanged 39
		SP:Iteration 1F (3505.990000 sec): 3 clusters
  Score: Raw -33416.206491 + Penalty 2690.775209 = -30725.431282
  nChanged 18
		SP:Iteration 2F (3505.990000 sec): 3 clusters
  Score: Raw -33503.259242 + Penalty 2690.775209 = -30812.484033
  nChanged 8
		SP:Iteration 3Q (3505.990000 sec): 3 clusters
  Score: Raw -33611.126575 + Penalty 2690.775209 = -30920.351367
  nChanged 5
		SP:Iteration 4Q (3506.000000 sec): 3 clusters
  Score: Raw -33665.492855 + Penalty 2690.775209 = -30974.717647
  nChanged 3
		SP:Iteration 5Q (3506.000000 sec): 3 clusters
  Score: Raw -33739.002657 + Penalty 2690.775209 = -31048.227448
  nChanged 0
		SP:Iteration 6F (3506.000000 sec): 3 clusters
  Score: Raw -33739.002657 + Penalty 2690.775209 = -31048.227448
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 23 (608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.000000 sec): 2 clusters
  Score: Raw -81594.403659 + Penalty 1589.723371 = -80004.680288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3506.010000 sec): 3 clusters
  Score: Raw -81595.408288 + Penalty 3179.446741 = -78415.961546
  nChanged 123
		SP:Iteration 1F (3506.010000 sec): 3 clusters
  Score: Raw -81811.106173 + Penalty 3179.446741 = -78631.659431
  nChanged 26
		SP:Iteration 2Q (3506.010000 sec): 3 clusters
  Score: Raw -81882.378766 + Penalty 3179.446741 = -78702.932024
  nChanged 15
		SP:Iteration 3Q (3506.010000 sec): 3 clusters
  Score: Raw -81912.430906 + Penalty 3179.446741 = -78732.984165
  nChanged 9
		SP:Iteration 4Q (3506.010000 sec): 3 clusters
  Score: Raw -81929.914218 + Penalty 3179.446741 = -78750.467477
  nChanged 8
		SP:Iteration 5Q (3506.010000 sec): 3 clusters
  Score: Raw -81942.595795 + Penalty 3179.446741 = -78763.149053
  nChanged 6
		SP:Iteration 6Q (3506.020000 sec): 3 clusters
  Score: Raw -81949.917834 + Penalty 3179.446741 = -78770.471092
  nChanged 2
		SP:Iteration 7Q (3506.020000 sec): 3 clusters
  Score: Raw -81953.617377 + Penalty 3179.446741 = -78774.170636
  nChanged 1
		SP:Iteration 8Q (3506.020000 sec): 3 clusters
  Score: Raw -81957.008788 + Penalty 3179.446741 = -78777.562046
  nChanged 1
		SP:Iteration 9Q (3506.020000 sec): 3 clusters
  Score: Raw -81958.365739 + Penalty 3179.446741 = -78778.918997
  nChanged 1
		SP:Iteration 10Q (3506.030000 sec): 3 clusters
  Score: Raw -81963.859269 + Penalty 3179.446741 = -78784.412527
  nChanged 4
		SP:Iteration 11Q (3506.030000 sec): 3 clusters
  Score: Raw -81972.604563 + Penalty 3179.446741 = -78793.157822
  nChanged 3
		SP:Iteration 12Q (3506.030000 sec): 3 clusters
  Score: Raw -81981.791416 + Penalty 3179.446741 = -78802.344674
  nChanged 5
		SP:Iteration 13Q (3506.030000 sec): 3 clusters
  Score: Raw -81995.534638 + Penalty 3179.446741 = -78816.087896
  nChanged 6
		SP:Iteration 14Q (3506.030000 sec): 3 clusters
  Score: Raw -82010.293789 + Penalty 3179.446741 = -78830.847047
  nChanged 7
		SP:Iteration 15Q (3506.040000 sec): 3 clusters
  Score: Raw -82024.950957 + Penalty 3179.446741 = -78845.504215
  nChanged 3
		SP:Iteration 16Q (3506.040000 sec): 3 clusters
  Score: Raw -82030.698960 + Penalty 3179.446741 = -78851.252219
  nChanged 1
		SP:Iteration 17Q (3506.040000 sec): 3 clusters
  Score: Raw -82032.407954 + Penalty 3179.446741 = -78852.961213
  nChanged 0
		SP:Iteration 18F (3506.040000 sec): 3 clusters
  Score: Raw -82032.407954 + Penalty 3179.446741 = -78852.961213
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 24 (1792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.050000 sec): 2 clusters
  Score: Raw -257351.790429 + Penalty 1857.789723 = -255494.000706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3506.060000 sec): 3 clusters
  Score: Raw -256710.368796 + Penalty 3715.579446 = -252994.789350
  nChanged 543
		SP:Iteration 1F (3506.070000 sec): 3 clusters
  Score: Raw -257112.280154 + Penalty 3715.579446 = -253396.700708
  nChanged 114
		SP:Iteration 2F (3506.070000 sec): 3 clusters
  Score: Raw -257214.868777 + Penalty 3715.579446 = -253499.289330
  nChanged 69
		SP:Iteration 3Q (3506.080000 sec): 3 clusters
  Score: Raw -257264.404490 + Penalty 3715.579446 = -253548.825044
  nChanged 40
		SP:Iteration 4Q (3506.080000 sec): 3 clusters
  Score: Raw -257296.602308 + Penalty 3715.579446 = -253581.022862
  nChanged 33
		SP:Iteration 5Q (3506.090000 sec): 3 clusters
  Score: Raw -257327.430312 + Penalty 3715.579446 = -253611.850865
  nChanged 26
		SP:Iteration 6Q (3506.100000 sec): 3 clusters
  Score: Raw -257344.697808 + Penalty 3715.579446 = -253629.118362
  nChanged 21
		SP:Iteration 7Q (3506.100000 sec): 3 clusters
  Score: Raw -257359.560384 + Penalty 3715.579446 = -253643.980938
  nChanged 18
		SP:Iteration 8Q (3506.110000 sec): 3 clusters
  Score: Raw -257374.790280 + Penalty 3715.579446 = -253659.210833
  nChanged 18
		SP:Iteration 9Q (3506.110000 sec): 3 clusters
  Score: Raw -257386.417682 + Penalty 3715.579446 = -253670.838235
  nChanged 13
		SP:Iteration 10Q (3506.120000 sec): 3 clusters
  Score: Raw -257396.229732 + Penalty 3715.579446 = -253680.650286
  nChanged 9
		SP:Iteration 11Q (3506.130000 sec): 3 clusters
  Score: Raw -257405.952630 + Penalty 3715.579446 = -253690.373184
  nChanged 9
		SP:Iteration 12Q (3506.130000 sec): 3 clusters
  Score: Raw -257411.208475 + Penalty 3715.579446 = -253695.629029
  nChanged 8
		SP:Iteration 13Q (3506.140000 sec): 3 clusters
  Score: Raw -257414.908881 + Penalty 3715.579446 = -253699.329435
  nChanged 7
		SP:Iteration 14Q (3506.150000 sec): 3 clusters
  Score: Raw -257421.033115 + Penalty 3715.579446 = -253705.453669
  nChanged 4
		SP:Iteration 15Q (3506.150000 sec): 3 clusters
  Score: Raw -257424.097084 + Penalty 3715.579446 = -253708.517638
  nChanged 4
		SP:Iteration 16Q (3506.160000 sec): 3 clusters
  Score: Raw -257425.587844 + Penalty 3715.579446 = -253710.008398
  nChanged 4
		SP:Iteration 17Q (3506.170000 sec): 3 clusters
  Score: Raw -257427.811350 + Penalty 3715.579446 = -253712.231904
  nChanged 3
		SP:Iteration 18Q (3506.170000 sec): 3 clusters
  Score: Raw -257430.634980 + Penalty 3715.579446 = -253715.055534
  nChanged 3
		SP:Iteration 19Q (3506.180000 sec): 3 clusters
  Score: Raw -257432.776831 + Penalty 3715.579446 = -253717.197385
  nChanged 4
		SP:Iteration 20F (3506.190000 sec): 3 clusters
  Score: Raw -257436.179748 + Penalty 3715.579446 = -253720.600301
  nChanged 9
		SP:Iteration 21Q (3506.190000 sec): 3 clusters
  Score: Raw -257442.983933 + Penalty 3715.579446 = -253727.404486
  nChanged 11
		SP:Iteration 22Q (3506.200000 sec): 3 clusters
  Score: Raw -257448.053723 + Penalty 3715.579446 = -253732.474277
  nChanged 3
		SP:Iteration 23Q (3506.210000 sec): 3 clusters
  Score: Raw -257449.514683 + Penalty 3715.579446 = -253733.935236
  nChanged 3
		SP:Iteration 24Q (3506.210000 sec): 3 clusters
  Score: Raw -257450.886082 + Penalty 3715.579446 = -253735.306636
  nChanged 2
		SP:Iteration 25Q (3506.220000 sec): 3 clusters
  Score: Raw -257451.567220 + Penalty 3715.579446 = -253735.987773
  nChanged 1
		SP:Iteration 26Q (3506.230000 sec): 3 clusters
  Score: Raw -257451.692958 + Penalty 3715.579446 = -253736.113511
  nChanged 0
		SP:Iteration 27F (3506.230000 sec): 3 clusters
  Score: Raw -257451.692958 + Penalty 3715.579446 = -253736.113511
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 25 (144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.230000 sec): 2 clusters
  Score: Raw -14092.726968 + Penalty 1232.513698 = -12860.213270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3506.230000 sec): 3 clusters
  Score: Raw -14592.446370 + Penalty 2465.027397 = -12127.418973
  nChanged 14
		SP:Iteration 1F (3506.230000 sec): 3 clusters
  Score: Raw -14745.681726 + Penalty 2465.027397 = -12280.654329
  nChanged 3
		SP:Iteration 2Q (3506.240000 sec): 3 clusters
  Score: Raw -14771.487884 + Penalty 2465.027397 = -12306.460487
  nChanged 1
		SP:Iteration 3Q (3506.240000 sec): 3 clusters
  Score: Raw -14789.577018 + Penalty 2465.027397 = -12324.549622
  nChanged 0
		SP:Iteration 4F (3506.240000 sec): 3 clusters
  Score: Raw -14789.577018 + Penalty 2465.027397 = -12324.549622
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 26 (373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.240000 sec): 2 clusters
  Score: Raw -51116.540451 + Penalty 1468.551448 = -49647.989003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3506.240000 sec): 3 clusters
  Score: Raw -51201.696368 + Penalty 2937.102896 = -48264.593472
  nChanged 45
		SP:Iteration 1F (3506.250000 sec): 3 clusters
  Score: Raw -51341.637066 + Penalty 2937.102896 = -48404.534170
  nChanged 18
		SP:Iteration 2Q (3506.250000 sec): 3 clusters
  Score: Raw -51414.084325 + Penalty 2937.102896 = -48476.981428
  nChanged 6
		SP:Iteration 3Q (3506.250000 sec): 3 clusters
  Score: Raw -51455.753503 + Penalty 2937.102896 = -48518.650607
  nChanged 6
		SP:Iteration 4Q (3506.250000 sec): 3 clusters
  Score: Raw -51477.897718 + Penalty 2937.102896 = -48540.794821
  nChanged 5
		SP:Iteration 5Q (3506.250000 sec): 3 clusters
  Score: Raw -51496.003237 + Penalty 2937.102896 = -48558.900341
  nChanged 3
		SP:Iteration 6Q (3506.250000 sec): 3 clusters
  Score: Raw -51505.243390 + Penalty 2937.102896 = -48568.140494
  nChanged 1
		SP:Iteration 7Q (3506.250000 sec): 3 clusters
  Score: Raw -51508.987904 + Penalty 2937.102896 = -48571.885008
  nChanged 1
		SP:Iteration 8Q (3506.250000 sec): 3 clusters
  Score: Raw -51512.052327 + Penalty 2937.102896 = -48574.949431
  nChanged 1
		SP:Iteration 9Q (3506.250000 sec): 3 clusters
  Score: Raw -51512.972637 + Penalty 2937.102896 = -48575.869741
  nChanged 1
		SP:Iteration 10Q (3506.250000 sec): 3 clusters
  Score: Raw -51515.811167 + Penalty 2937.102896 = -48578.708271
  nChanged 1
		SP:Iteration 11Q (3506.260000 sec): 3 clusters
  Score: Raw -51519.907214 + Penalty 2937.102896 = -48582.804318
  nChanged 0
		SP:Iteration 12F (3506.260000 sec): 3 clusters
  Score: Raw -51519.907214 + Penalty 2937.102896 = -48582.804318
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 27 (141251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3506.750000 sec): 2 clusters
  Score: Raw -20514292.578996 + Penalty 2940.856845 = -20511351.722151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3507.290000 sec): 3 clusters
  Score: Raw -20422566.434940 + Penalty 5881.713689 = -20416684.721250
  nChanged 67533
		SP:Iteration 1F (3507.830000 sec): 3 clusters
  Score: Raw -20462165.612337 + Penalty 5881.713689 = -20456283.898648
  nChanged 4922
		SP:Iteration 2Q (3508.370000 sec): 3 clusters
  Score: Raw -20463540.663758 + Penalty 5881.713689 = -20457658.950068
  nChanged 5397
		SP:Iteration 3Q (3508.930000 sec): 3 clusters
  Score: Raw -20465309.651595 + Penalty 5881.713689 = -20459427.937906
  nChanged 6090
		SP:Iteration 4Q (3509.480000 sec): 3 clusters
  Score: Raw -20467684.734921 + Penalty 5881.713689 = -20461803.021231
  nChanged 7092
		SP:Iteration 5F (3510.020000 sec): 3 clusters
  Score: Raw -20470780.456854 + Penalty 5881.713689 = -20464898.743165
  nChanged 7866
		SP:Iteration 6F (3510.550000 sec): 3 clusters
  Score: Raw -20474619.770995 + Penalty 5881.713689 = -20468738.057305
  nChanged 8269
		SP:Iteration 7F (3511.090000 sec): 3 clusters
  Score: Raw -20478938.030408 + Penalty 5881.713689 = -20473056.316719
  nChanged 8009
		SP:Iteration 8F (3511.630000 sec): 3 clusters
  Score: Raw -20483233.622133 + Penalty 5881.713689 = -20477351.908444
  nChanged 7244
		SP:Iteration 9F (3512.160000 sec): 3 clusters
  Score: Raw -20487372.724520 + Penalty 5881.713689 = -20481491.010831
  nChanged 6378
		SP:Iteration 10Q (3512.710000 sec): 3 clusters
  Score: Raw -20491473.941247 + Penalty 5881.713689 = -20485592.227558
  nChanged 5559
		SP:Iteration 11Q (3513.250000 sec): 3 clusters
  Score: Raw -20495246.550241 + Penalty 5881.713689 = -20489364.836551
  nChanged 4829
		SP:Iteration 12Q (3513.770000 sec): 3 clusters
  Score: Raw -20498356.756677 + Penalty 5881.713689 = -20492475.042988
  nChanged 3893
		SP:Iteration 13Q (3514.290000 sec): 3 clusters
  Score: Raw -20500555.387493 + Penalty 5881.713689 = -20494673.673803
  nChanged 3154
		SP:Iteration 14Q (3514.790000 sec): 3 clusters
  Score: Raw -20502023.376857 + Penalty 5881.713689 = -20496141.663168
  nChanged 2551
		SP:Iteration 15Q (3515.280000 sec): 3 clusters
  Score: Raw -20503105.018074 + Penalty 5881.713689 = -20497223.304384
  nChanged 2383
		SP:Iteration 16Q (3515.750000 sec): 3 clusters
  Score: Raw -20504056.510288 + Penalty 5881.713689 = -20498174.796599
  nChanged 2291
		SP:Iteration 17Q (3516.230000 sec): 3 clusters
  Score: Raw -20504986.485109 + Penalty 5881.713689 = -20499104.771419
  nChanged 2267
		SP:Iteration 18Q (3516.690000 sec): 3 clusters
  Score: Raw -20505933.971509 + Penalty 5881.713689 = -20500052.257819
  nChanged 2240
		SP:Iteration 19Q (3517.150000 sec): 3 clusters
  Score: Raw -20506900.408232 + Penalty 5881.713689 = -20501018.694543
  nChanged 2151
		SP:Iteration 20F (3517.690000 sec): 3 clusters
  Score: Raw -20507831.968452 + Penalty 5881.713689 = -20501950.254763
  nChanged 2015
		SP:Iteration 21Q (3518.140000 sec): 3 clusters
  Score: Raw -20508693.608960 + Penalty 5881.713689 = -20502811.895271
  nChanged 1828
		SP:Iteration 22Q (3518.580000 sec): 3 clusters
  Score: Raw -20509478.439197 + Penalty 5881.713689 = -20503596.725507
  nChanged 1726
		SP:Iteration 23Q (3519.020000 sec): 3 clusters
  Score: Raw -20510225.763633 + Penalty 5881.713689 = -20504344.049944
  nChanged 1533
		SP:Iteration 24Q (3519.450000 sec): 3 clusters
  Score: Raw -20510900.335977 + Penalty 5881.713689 = -20505018.622288
  nChanged 1468
		SP:Iteration 25Q (3519.880000 sec): 3 clusters
  Score: Raw -20511572.855425 + Penalty 5881.713689 = -20505691.141735
  nChanged 1315
		SP:Iteration 26Q (3520.290000 sec): 3 clusters
  Score: Raw -20512185.066589 + Penalty 5881.713689 = -20506303.352900
  nChanged 1110
		SP:Iteration 27Q (3520.710000 sec): 3 clusters
  Score: Raw -20512694.389851 + Penalty 5881.713689 = -20506812.676162
  nChanged 962
		SP:Iteration 28Q (3521.120000 sec): 3 clusters
  Score: Raw -20513132.461933 + Penalty 5881.713689 = -20507250.748244
  nChanged 835
		SP:Iteration 29Q (3521.530000 sec): 3 clusters
  Score: Raw -20513535.171201 + Penalty 5881.713689 = -20507653.457511
  nChanged 674
		SP:Iteration 30Q (3521.930000 sec): 3 clusters
  Score: Raw -20513859.472055 + Penalty 5881.713689 = -20507977.758365
  nChanged 518
		SP:Iteration 31Q (3522.330000 sec): 3 clusters
  Score: Raw -20514098.272292 + Penalty 5881.713689 = -20508216.558602
  nChanged 391
		SP:Iteration 32Q (3522.730000 sec): 3 clusters
  Score: Raw -20514281.820860 + Penalty 5881.713689 = -20508400.107171
  nChanged 321
		SP:Iteration 33Q (3523.120000 sec): 3 clusters
  Score: Raw -20514437.866830 + Penalty 5881.713689 = -20508556.153140
  nChanged 228
		SP:Iteration 34Q (3523.510000 sec): 3 clusters
  Score: Raw -20514551.195677 + Penalty 5881.713689 = -20508669.481988
  nChanged 186
		SP:Iteration 35Q (3523.900000 sec): 3 clusters
  Score: Raw -20514644.277665 + Penalty 5881.713689 = -20508762.563975
  nChanged 134
		SP:Iteration 36Q (3524.290000 sec): 3 clusters
  Score: Raw -20514707.017359 + Penalty 5881.713689 = -20508825.303669
  nChanged 98
		SP:Iteration 37Q (3524.680000 sec): 3 clusters
  Score: Raw -20514746.558186 + Penalty 5881.713689 = -20508864.844496
  nChanged 66
		SP:Iteration 38Q (3525.070000 sec): 3 clusters
  Score: Raw -20514774.142902 + Penalty 5881.713689 = -20508892.429213
  nChanged 56
		SP:Iteration 39Q (3525.460000 sec): 3 clusters
  Score: Raw -20514796.193949 + Penalty 5881.713689 = -20508914.480260
  nChanged 40
		SP:Iteration 40F (3525.980000 sec): 3 clusters
  Score: Raw -20514810.658393 + Penalty 5881.713689 = -20508928.944704
  nChanged 29
		SP:Iteration 41Q (3526.370000 sec): 3 clusters
  Score: Raw -20514823.722664 + Penalty 5881.713689 = -20508942.008974
  nChanged 32
		SP:Iteration 42Q (3526.760000 sec): 3 clusters
  Score: Raw -20514836.950547 + Penalty 5881.713689 = -20508955.236858
  nChanged 26
		SP:Iteration 43Q (3527.140000 sec): 3 clusters
  Score: Raw -20514846.077998 + Penalty 5881.713689 = -20508964.364309
  nChanged 20
		SP:Iteration 44Q (3527.530000 sec): 3 clusters
  Score: Raw -20514852.972603 + Penalty 5881.713689 = -20508971.258914
  nChanged 19
		SP:Iteration 45Q (3527.920000 sec): 3 clusters
  Score: Raw -20514858.463965 + Penalty 5881.713689 = -20508976.750276
  nChanged 15
		SP:Iteration 46Q (3528.310000 sec): 3 clusters
  Score: Raw -20514862.104514 + Penalty 5881.713689 = -20508980.390824
  nChanged 11
		SP:Iteration 47Q (3528.690000 sec): 3 clusters
  Score: Raw -20514865.782674 + Penalty 5881.713689 = -20508984.068984
  nChanged 6
		SP:Iteration 48Q (3529.080000 sec): 3 clusters
  Score: Raw -20514867.375164 + Penalty 5881.713689 = -20508985.661474
  nChanged 2
		SP:Iteration 49Q (3529.460000 sec): 3 clusters
  Score: Raw -20514867.892136 + Penalty 5881.713689 = -20508986.178447
  nChanged 1
		SP:Iteration 50Q (3529.850000 sec): 3 clusters
  Score: Raw -20514868.137742 + Penalty 5881.713689 = -20508986.424053
  nChanged 0
		SP:Iteration 51F (3530.380000 sec): 3 clusters
  Score: Raw -20514868.137742 + Penalty 5881.713689 = -20508986.424053
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 28 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3530.440000 sec): 2 clusters
  Score: Raw -19667.259116 + Penalty 1308.972435 = -18358.286681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3530.440000 sec): 3 clusters
  Score: Raw -20091.676471 + Penalty 2617.944871 = -17473.731600
  nChanged 28
		SP:Iteration 1F (3530.440000 sec): 3 clusters
  Score: Raw -20337.807188 + Penalty 2617.944871 = -17719.862317
  nChanged 4
		SP:Iteration 2Q (3530.450000 sec): 3 clusters
  Score: Raw -20373.386797 + Penalty 2617.944871 = -17755.441927
  nChanged 3
		SP:Iteration 3Q (3530.450000 sec): 3 clusters
  Score: Raw -20391.913147 + Penalty 2617.944871 = -17773.968276
  nChanged 4
		SP:Iteration 4Q (3530.450000 sec): 3 clusters
  Score: Raw -20424.397190 + Penalty 2617.944871 = -17806.452319
  nChanged 3
		SP:Iteration 5Q (3530.450000 sec): 3 clusters
  Score: Raw -20441.739449 + Penalty 2617.944871 = -17823.794578
  nChanged 0
		SP:Iteration 6F (3530.450000 sec): 3 clusters
  Score: Raw -20441.739449 + Penalty 2617.944871 = -17823.794578
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 29 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3530.450000 sec): 2 clusters
  Score: Raw -74196.170923 + Penalty 1539.730326 = -72656.440597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3530.460000 sec): 3 clusters
  Score: Raw -74209.912601 + Penalty 3079.460653 = -71130.451948
  nChanged 85
		SP:Iteration 1F (3530.460000 sec): 3 clusters
  Score: Raw -74369.226895 + Penalty 3079.460653 = -71289.766242
  nChanged 27
		SP:Iteration 2F (3530.460000 sec): 3 clusters
  Score: Raw -74437.179510 + Penalty 3079.460653 = -71357.718857
  nChanged 8
		SP:Iteration 3Q (3530.460000 sec): 3 clusters
  Score: Raw -74453.054988 + Penalty 3079.460653 = -71373.594335
  nChanged 4
		SP:Iteration 4Q (3530.460000 sec): 3 clusters
  Score: Raw -74461.668240 + Penalty 3079.460653 = -71382.207587
  nChanged 3
		SP:Iteration 5Q (3530.460000 sec): 3 clusters
  Score: Raw -74469.123965 + Penalty 3079.460653 = -71389.663312
  nChanged 1
		SP:Iteration 6Q (3530.470000 sec): 3 clusters
  Score: Raw -74471.675923 + Penalty 3079.460653 = -71392.215270
  nChanged 1
		SP:Iteration 7Q (3530.470000 sec): 3 clusters
  Score: Raw -74477.366493 + Penalty 3079.460653 = -71397.905840
  nChanged 0
		SP:Iteration 8F (3530.470000 sec): 3 clusters
  Score: Raw -74477.366493 + Penalty 3079.460653 = -71397.905840
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 30 (34695 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3530.590000 sec): 2 clusters
  Score: Raw -5302275.673162 + Penalty 2592.679014 = -5299682.994148
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3530.720000 sec): 3 clusters
  Score: Raw -5281080.537917 + Penalty 5185.358028 = -5275895.179889
  nChanged 15833
		SP:Iteration 1F (3530.850000 sec): 3 clusters
  Score: Raw -5289605.054523 + Penalty 5185.358028 = -5284419.696495
  nChanged 1498
		SP:Iteration 2Q (3530.980000 sec): 3 clusters
  Score: Raw -5290033.516488 + Penalty 5185.358028 = -5284848.158460
  nChanged 1328
		SP:Iteration 3Q (3531.110000 sec): 3 clusters
  Score: Raw -5290394.345954 + Penalty 5185.358028 = -5285208.987926
  nChanged 1200
		SP:Iteration 4Q (3531.240000 sec): 3 clusters
  Score: Raw -5290690.631876 + Penalty 5185.358028 = -5285505.273848
  nChanged 1092
		SP:Iteration 5Q (3531.380000 sec): 3 clusters
  Score: Raw -5290987.767394 + Penalty 5185.358028 = -5285802.409366
  nChanged 1113
		SP:Iteration 6Q (3531.510000 sec): 3 clusters
  Score: Raw -5291327.941811 + Penalty 5185.358028 = -5286142.583783
  nChanged 1233
		SP:Iteration 7Q (3531.640000 sec): 3 clusters
  Score: Raw -5291771.889296 + Penalty 5185.358028 = -5286586.531268
  nChanged 1388
		SP:Iteration 8Q (3531.770000 sec): 3 clusters
  Score: Raw -5292368.214368 + Penalty 5185.358028 = -5287182.856340
  nChanged 1622
		SP:Iteration 9Q (3531.900000 sec): 3 clusters
  Score: Raw -5293235.803337 + Penalty 5185.358028 = -5288050.445308
  nChanged 1900
		SP:Iteration 10F (3532.030000 sec): 3 clusters
  Score: Raw -5294459.978135 + Penalty 5185.358028 = -5289274.620107
  nChanged 2039
		SP:Iteration 11F (3532.160000 sec): 3 clusters
  Score: Raw -5295982.782609 + Penalty 5185.358028 = -5290797.424581
  nChanged 1899
		SP:Iteration 12F (3532.290000 sec): 3 clusters
  Score: Raw -5297542.340043 + Penalty 5185.358028 = -5292356.982015
  nChanged 1662
		SP:Iteration 13Q (3532.420000 sec): 3 clusters
  Score: Raw -5298888.093056 + Penalty 5185.358028 = -5293702.735028
  nChanged 1244
		SP:Iteration 14Q (3532.540000 sec): 3 clusters
  Score: Raw -5299812.803894 + Penalty 5185.358028 = -5294627.445866
  nChanged 879
		SP:Iteration 15Q (3532.660000 sec): 3 clusters
  Score: Raw -5300378.049804 + Penalty 5185.358028 = -5295192.691776
  nChanged 621
		SP:Iteration 16Q (3532.770000 sec): 3 clusters
  Score: Raw -5300721.141142 + Penalty 5185.358028 = -5295535.783114
  nChanged 475
		SP:Iteration 17Q (3532.880000 sec): 3 clusters
  Score: Raw -5300972.718495 + Penalty 5185.358028 = -5295787.360467
  nChanged 402
		SP:Iteration 18Q (3532.990000 sec): 3 clusters
  Score: Raw -5301175.075351 + Penalty 5185.358028 = -5295989.717323
  nChanged 352
		SP:Iteration 19Q (3533.100000 sec): 3 clusters
  Score: Raw -5301351.201143 + Penalty 5185.358028 = -5296165.843115
  nChanged 312
		SP:Iteration 20F (3533.230000 sec): 3 clusters
  Score: Raw -5301505.894105 + Penalty 5185.358028 = -5296320.536077
  nChanged 278
		SP:Iteration 21Q (3533.330000 sec): 3 clusters
  Score: Raw -5301638.485768 + Penalty 5185.358028 = -5296453.127740
  nChanged 256
		SP:Iteration 22Q (3533.440000 sec): 3 clusters
  Score: Raw -5301757.279619 + Penalty 5185.358028 = -5296571.921591
  nChanged 222
		SP:Iteration 23Q (3533.540000 sec): 3 clusters
  Score: Raw -5301854.695941 + Penalty 5185.358028 = -5296669.337913
  nChanged 174
		SP:Iteration 24Q (3533.640000 sec): 3 clusters
  Score: Raw -5301926.009631 + Penalty 5185.358028 = -5296740.651603
  nChanged 165
		SP:Iteration 25Q (3533.740000 sec): 3 clusters
  Score: Raw -5301990.920446 + Penalty 5185.358028 = -5296805.562417
  nChanged 143
		SP:Iteration 26Q (3533.840000 sec): 3 clusters
  Score: Raw -5302049.007248 + Penalty 5185.358028 = -5296863.649219
  nChanged 125
		SP:Iteration 27Q (3533.940000 sec): 3 clusters
  Score: Raw -5302100.932947 + Penalty 5185.358028 = -5296915.574919
  nChanged 139
		SP:Iteration 28Q (3534.040000 sec): 3 clusters
  Score: Raw -5302157.863930 + Penalty 5185.358028 = -5296972.505902
  nChanged 116
		SP:Iteration 29Q (3534.140000 sec): 3 clusters
  Score: Raw -5302207.046509 + Penalty 5185.358028 = -5297021.688481
  nChanged 111
		SP:Iteration 30Q (3534.230000 sec): 3 clusters
  Score: Raw -5302253.344998 + Penalty 5185.358028 = -5297067.986969
  nChanged 94
		SP:Iteration 31Q (3534.330000 sec): 3 clusters
  Score: Raw -5302298.066997 + Penalty 5185.358028 = -5297112.708969
  nChanged 78
		SP:Iteration 32Q (3534.420000 sec): 3 clusters
  Score: Raw -5302334.416698 + Penalty 5185.358028 = -5297149.058670
  nChanged 70
		SP:Iteration 33Q (3534.520000 sec): 3 clusters
  Score: Raw -5302361.577179 + Penalty 5185.358028 = -5297176.219151
  nChanged 49
		SP:Iteration 34Q (3534.610000 sec): 3 clusters
  Score: Raw -5302378.524121 + Penalty 5185.358028 = -5297193.166093
  nChanged 42
		SP:Iteration 35Q (3534.710000 sec): 3 clusters
  Score: Raw -5302394.413495 + Penalty 5185.358028 = -5297209.055467
  nChanged 41
		SP:Iteration 36Q (3534.800000 sec): 3 clusters
  Score: Raw -5302407.759544 + Penalty 5185.358028 = -5297222.401516
  nChanged 39
		SP:Iteration 37Q (3534.900000 sec): 3 clusters
  Score: Raw -5302420.466317 + Penalty 5185.358028 = -5297235.108289
  nChanged 35
		SP:Iteration 38Q (3534.990000 sec): 3 clusters
  Score: Raw -5302434.636049 + Penalty 5185.358028 = -5297249.278020
  nChanged 28
		SP:Iteration 39Q (3535.080000 sec): 3 clusters
  Score: Raw -5302442.297099 + Penalty 5185.358028 = -5297256.939071
  nChanged 19
		SP:Iteration 40F (3535.220000 sec): 3 clusters
  Score: Raw -5302447.714029 + Penalty 5185.358028 = -5297262.356001
  nChanged 19
		SP:Iteration 41Q (3535.310000 sec): 3 clusters
  Score: Raw -5302455.046277 + Penalty 5185.358028 = -5297269.688249
  nChanged 17
		SP:Iteration 42Q (3535.400000 sec): 3 clusters
  Score: Raw -5302460.548768 + Penalty 5185.358028 = -5297275.190740
  nChanged 9
		SP:Iteration 43Q (3535.490000 sec): 3 clusters
  Score: Raw -5302462.893175 + Penalty 5185.358028 = -5297277.535147
  nChanged 7
		SP:Iteration 44Q (3535.580000 sec): 3 clusters
  Score: Raw -5302465.594413 + Penalty 5185.358028 = -5297280.236385
  nChanged 7
		SP:Iteration 45Q (3535.680000 sec): 3 clusters
  Score: Raw -5302467.897662 + Penalty 5185.358028 = -5297282.539634
  nChanged 10
		SP:Iteration 46Q (3535.770000 sec): 3 clusters
  Score: Raw -5302471.491277 + Penalty 5185.358028 = -5297286.133249
  nChanged 7
		SP:Iteration 47Q (3535.860000 sec): 3 clusters
  Score: Raw -5302474.048541 + Penalty 5185.358028 = -5297288.690513
  nChanged 9
		SP:Iteration 48Q (3535.960000 sec): 3 clusters
  Score: Raw -5302477.310720 + Penalty 5185.358028 = -5297291.952692
  nChanged 8
		SP:Iteration 49Q (3536.050000 sec): 3 clusters
  Score: Raw -5302480.001315 + Penalty 5185.358028 = -5297294.643287
  nChanged 11
		SP:Iteration 50Q (3536.140000 sec): 3 clusters
  Score: Raw -5302484.136188 + Penalty 5185.358028 = -5297298.778160
  nChanged 8
		SP:Iteration 51Q (3536.240000 sec): 3 clusters
  Score: Raw -5302487.462207 + Penalty 5185.358028 = -5297302.104178
  nChanged 9
		SP:Iteration 52Q (3536.330000 sec): 3 clusters
  Score: Raw -5302490.089422 + Penalty 5185.358028 = -5297304.731394
  nChanged 6
		SP:Iteration 53Q (3536.420000 sec): 3 clusters
  Score: Raw -5302492.082266 + Penalty 5185.358028 = -5297306.724238
  nChanged 5
		SP:Iteration 54Q (3536.520000 sec): 3 clusters
  Score: Raw -5302493.684020 + Penalty 5185.358028 = -5297308.325992
  nChanged 3
		SP:Iteration 55Q (3536.610000 sec): 3 clusters
  Score: Raw -5302494.820241 + Penalty 5185.358028 = -5297309.462213
  nChanged 5
		SP:Iteration 56Q (3536.700000 sec): 3 clusters
  Score: Raw -5302496.561306 + Penalty 5185.358028 = -5297311.203278
  nChanged 5
		SP:Iteration 57Q (3536.790000 sec): 3 clusters
  Score: Raw -5302498.489650 + Penalty 5185.358028 = -5297313.131622
  nChanged 3
		SP:Iteration 58Q (3536.890000 sec): 3 clusters
  Score: Raw -5302499.019902 + Penalty 5185.358028 = -5297313.661874
  nChanged 0
		SP:Iteration 59F (3537.010000 sec): 3 clusters
  Score: Raw -5302499.019902 + Penalty 5185.358028 = -5297313.661874
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 31 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3537.030000 sec): 2 clusters
  Score: Raw -27088.895071 + Penalty 1372.280593 = -25716.614478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3537.030000 sec): 3 clusters
  Score: Raw -27333.630637 + Penalty 2744.561186 = -24589.069450
  nChanged 41
		SP:Iteration 1F (3537.030000 sec): 3 clusters
  Score: Raw -27490.930305 + Penalty 2744.561186 = -24746.369119
  nChanged 10
		SP:Iteration 2Q (3537.030000 sec): 3 clusters
  Score: Raw -27521.541848 + Penalty 2744.561186 = -24776.980661
  nChanged 2
		SP:Iteration 3Q (3537.030000 sec): 3 clusters
  Score: Raw -27529.778460 + Penalty 2744.561186 = -24785.217273
  nChanged 2
		SP:Iteration 4Q (3537.040000 sec): 3 clusters
  Score: Raw -27544.897538 + Penalty 2744.561186 = -24800.336352
  nChanged 5
		SP:Iteration 5Q (3537.040000 sec): 3 clusters
  Score: Raw -27574.484047 + Penalty 2744.561186 = -24829.922860
  nChanged 4
		SP:Iteration 6Q (3537.040000 sec): 3 clusters
  Score: Raw -27590.651455 + Penalty 2744.561186 = -24846.090268
  nChanged 0
		SP:Iteration 7F (3537.040000 sec): 3 clusters
  Score: Raw -27590.651455 + Penalty 2744.561186 = -24846.090268
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 32 (721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3537.040000 sec): 2 clusters
  Score: Raw -92353.119768 + Penalty 1631.998506 = -90721.121262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3537.040000 sec): 3 clusters
  Score: Raw -92281.274667 + Penalty 3263.997012 = -89017.277655
  nChanged 176
		SP:Iteration 1F (3537.050000 sec): 3 clusters
  Score: Raw -92607.174715 + Penalty 3263.997012 = -89343.177703
  nChanged 73
		SP:Iteration 2F (3537.050000 sec): 3 clusters
  Score: Raw -92840.009766 + Penalty 3263.997012 = -89576.012754
  nChanged 50
		SP:Iteration 3F (3537.050000 sec): 3 clusters
  Score: Raw -93085.582871 + Penalty 3263.997012 = -89821.585858
  nChanged 41
		SP:Iteration 4F (3537.060000 sec): 3 clusters
  Score: Raw -93250.997706 + Penalty 3263.997012 = -89987.000694
  nChanged 33
		SP:Iteration 5Q (3537.060000 sec): 3 clusters
  Score: Raw -93370.370722 + Penalty 3263.997012 = -90106.373710
  nChanged 30
		SP:Iteration 6Q (3537.060000 sec): 3 clusters
  Score: Raw -93474.642209 + Penalty 3263.997012 = -90210.645197
  nChanged 28
		SP:Iteration 7Q (3537.060000 sec): 3 clusters
  Score: Raw -93552.869426 + Penalty 3263.997012 = -90288.872414
  nChanged 17
		SP:Iteration 8Q (3537.060000 sec): 3 clusters
  Score: Raw -93603.339675 + Penalty 3263.997012 = -90339.342663
  nChanged 13
		SP:Iteration 9Q (3537.070000 sec): 3 clusters
  Score: Raw -93637.550941 + Penalty 3263.997012 = -90373.553929
  nChanged 8
		SP:Iteration 10Q (3537.070000 sec): 3 clusters
  Score: Raw -93674.454696 + Penalty 3263.997012 = -90410.457684
  nChanged 8
		SP:Iteration 11Q (3537.070000 sec): 3 clusters
  Score: Raw -93715.796418 + Penalty 3263.997012 = -90451.799406
  nChanged 5
		SP:Iteration 12Q (3537.070000 sec): 3 clusters
  Score: Raw -93747.674826 + Penalty 3263.997012 = -90483.677814
  nChanged 2
		SP:Iteration 13Q (3537.080000 sec): 3 clusters
  Score: Raw -93753.771000 + Penalty 3263.997012 = -90489.773988
  nChanged 1
		SP:Iteration 14Q (3537.080000 sec): 3 clusters
  Score: Raw -93754.785939 + Penalty 3263.997012 = -90490.788927
  nChanged 0
		SP:Iteration 15F (3537.080000 sec): 3 clusters
  Score: Raw -93755.784869 + Penalty 3263.997012 = -90491.787857
  nChanged 1
		SP:Iteration 16Q (3537.080000 sec): 3 clusters
  Score: Raw -93759.701623 + Penalty 3263.997012 = -90495.704611
  nChanged 3
		SP:Iteration 17Q (3537.080000 sec): 3 clusters
  Score: Raw -93766.862521 + Penalty 3263.997012 = -90502.865509
  nChanged 2
		SP:Iteration 18Q (3537.080000 sec): 3 clusters
  Score: Raw -93776.144783 + Penalty 3263.997012 = -90512.147771
  nChanged 2
		SP:Iteration 19Q (3537.090000 sec): 3 clusters
  Score: Raw -93782.312505 + Penalty 3263.997012 = -90518.315493
  nChanged 1
		SP:Iteration 20F (3537.090000 sec): 3 clusters
  Score: Raw -93783.375573 + Penalty 3263.997012 = -90519.378561
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 33 (193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3537.090000 sec): 2 clusters
  Score: Raw -25068.601729 + Penalty 1305.147167 = -23763.454562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3537.100000 sec): 3 clusters
  Score: Raw -25470.422259 + Penalty 2610.294334 = -22860.127925
  nChanged 13
		SP:Iteration 1F (3537.100000 sec): 3 clusters
  Score: Raw -25538.274646 + Penalty 2610.294334 = -22927.980312
  nChanged 4
		SP:Iteration 2Q (3537.100000 sec): 3 clusters
  Score: Raw -25584.555245 + Penalty 2610.294334 = -22974.260911
  nChanged 4
		SP:Iteration 3Q (3537.100000 sec): 3 clusters
  Score: Raw -25625.076853 + Penalty 2610.294334 = -23014.782519
  nChanged 1
		SP:Iteration 4Q (3537.100000 sec): 3 clusters
  Score: Raw -25685.081635 + Penalty 2610.294334 = -23074.787301
  nChanged 4
		SP:Iteration 5Q (3537.100000 sec): 3 clusters
  Score: Raw -25701.019707 + Penalty 2610.294334 = -23090.725373
  nChanged 1
		SP:Iteration 6Q (3537.100000 sec): 3 clusters
  Score: Raw -25703.245500 + Penalty 2610.294334 = -23092.951166
  nChanged 0
		SP:Iteration 7F (3537.100000 sec): 3 clusters
  Score: Raw -25703.245500 + Penalty 2610.294334 = -23092.951166
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.06 GB.

 Trying to split cluster 34 (932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3537.100000 sec): 2 clusters
  Score: Raw -123633.679705 + Penalty 1695.658538 = -121938.021167
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3537.110000 sec): 3 clusters
  Score: Raw -123492.657673 + Penalty 3391.317076 = -120101.340597
  nChanged 247
		SP:Iteration 1F (3537.110000 sec): 3 clusters
  Score: Raw -123801.991881 + Penalty 3391.317076 = -120410.674805
  nChanged 61
		SP:Iteration 2F (3537.120000 sec): 3 clusters
  Score: Raw -123897.388079 + Penalty 3391.317076 = -120506.071003
  nChanged 31
		SP:Iteration 3Q (3537.120000 sec): 3 clusters
  Score: Raw -123957.961341 + Penalty 3391.317076 = -120566.644265
  nChanged 19
		SP:Iteration 4Q (3537.120000 sec): 3 clusters
  Score: Raw -123994.147929 + Penalty 3391.317076 = -120602.830853
  nChanged 19
		SP:Iteration 5Q (3537.120000 sec): 3 clusters
  Score: Raw -124028.960445 + Penalty 3391.317076 = -120637.643369
  nChanged 19
		SP:Iteration 6Q (3537.130000 sec): 3 clusters
  Score: Raw -124059.524751 + Penalty 3391.317076 = -120668.207675
  nChanged 18
		SP:Iteration 7Q (3537.130000 sec): 3 clusters
  Score: Raw -124095.683267 + Penalty 3391.317076 = -120704.366191
  nChanged 20
		SP:Iteration 8Q (3537.140000 sec): 3 clusters
  Score: Raw -124139.169278 + Penalty 3391.317076 = -120747.852202
  nChanged 16
		SP:Iteration 9Q (3537.140000 sec): 3 clusters
  Score: Raw -124162.931164 + Penalty 3391.317076 = -120771.614088
  nChanged 5
		SP:Iteration 10Q (3537.140000 sec): 3 clusters
  Score: Raw -124171.090982 + Penalty 3391.317076 = -120779.773906
  nChanged 4
		SP:Iteration 11Q (3537.140000 sec): 3 clusters
  Score: Raw -124175.286646 + Penalty 3391.317076 = -120783.969570
  nChanged 3
		SP:Iteration 12Q (3537.150000 sec): 3 clusters
  Score: Raw -124181.001323 + Penalty 3391.317076 = -120789.684247
  nChanged 4
		SP:Iteration 13Q (3537.150000 sec): 3 clusters
  Score: Raw -124187.120986 + Penalty 3391.317076 = -120795.803910
  nChanged 3
		SP:Iteration 14Q (3537.160000 sec): 3 clusters
  Score: Raw -124189.823656 + Penalty 3391.317076 = -120798.506580
  nChanged 3
		SP:Iteration 15Q (3537.160000 sec): 3 clusters
  Score: Raw -124193.036608 + Penalty 3391.317076 = -120801.719532
  nChanged 2
		SP:Iteration 16Q (3537.160000 sec): 3 clusters
  Score: Raw -124195.704700 + Penalty 3391.317076 = -120804.387624
  nChanged 0
		SP:Iteration 17F (3537.160000 sec): 3 clusters
  Score: Raw -124195.704700 + Penalty 3391.317076 = -120804.387624
  nChanged 0
------ Evaluating fit on full set of 2436854 points ------
  Score: Raw -352816476.147072 + Penalty 124002.833727 = -352692473.313345
Time taken for this iteration:3611.960000 seconds.
 20->35 Clusters: Score -352692473.313345, best is 100000000000000005366162204393472.000000
THE BEST YET!


Starting from 21 clusters...
Memory request: 1.51 GB would take us to total of 6.05 GB.
------ Running on subset of 812284 points ------
	SP: Assigned 21 initial classes randomly.
Deleting Class 11 (5988 points): Lose 1050.762023 but Gain 3374.686117
Iteration 0F (3668.450000 sec): 20 clusters
  Score: Raw -109085892.983005 + Penalty 64119.036229 = -109021773.946777
  nChanged 771082
Iteration 1F (3689.230000 sec): 20 clusters
  Score: Raw -115494546.632043 + Penalty 64119.036229 = -115430427.595814
  nChanged 304128
Iteration 2F (3709.980000 sec): 20 clusters
  Score: Raw -116183551.210142 + Penalty 64119.036229 = -116119432.173913
  nChanged 228801
Iteration 3F (3730.720000 sec): 20 clusters
  Score: Raw -116652827.630807 + Penalty 64119.036229 = -116588708.594578
  nChanged 160119
Iteration 4F (3751.480000 sec): 20 clusters
  Score: Raw -116999749.253840 + Penalty 64119.036229 = -116935630.217611
  nChanged 111472
Iteration 5F (3772.200000 sec): 20 clusters
  Score: Raw -117118067.410929 + Penalty 64119.036229 = -117053948.374701
  nChanged 79079
Deleting Class 4 (2351 points): Lose 2385.924232 but Gain 3374.686117
Iteration 6F (3792.940000 sec): 19 clusters
  Score: Raw -117181740.343890 + Penalty 60744.350111 = -117120995.993779
  nChanged 62795
Iteration 7F (3812.610000 sec): 19 clusters
  Score: Raw -117234931.959242 + Penalty 60744.350111 = -117174187.609131
  nChanged 49806
Iteration 8F (3832.350000 sec): 19 clusters
  Score: Raw -117271437.928023 + Penalty 60744.350111 = -117210693.577911
  nChanged 43246
Iteration 9F (3852.010000 sec): 19 clusters
  Score: Raw -117303021.579595 + Penalty 60744.350111 = -117242277.229484
  nChanged 38409
Iteration 10Q (3860.010000 sec): 19 clusters
  Score: Raw -117333174.280454 + Penalty 60744.350111 = -117272429.930343
  nChanged 34840
Iteration 11Q (3867.720000 sec): 19 clusters
  Score: Raw -117358511.837457 + Penalty 60744.350111 = -117297767.487345
  nChanged 30747
Iteration 12Q (3875.190000 sec): 19 clusters
  Score: Raw -117377923.831248 + Penalty 60744.350111 = -117317179.481137
  nChanged 26382
Iteration 13Q (3882.480000 sec): 19 clusters
  Score: Raw -117393122.323123 + Penalty 60744.350111 = -117332377.973012
  nChanged 21900
Deleting Class 3 (2767 points): Lose 3014.816330 but Gain 3374.686117
Iteration 14Q (3889.610000 sec): 18 clusters
  Score: Raw -117400815.043603 + Penalty 57369.663994 = -117343445.379609
  nChanged 20698
Iteration 15Q (3896.450000 sec): 18 clusters
  Score: Raw -117412377.104331 + Penalty 57369.663994 = -117355007.440337
  nChanged 14967
Iteration 16Q (3903.120000 sec): 18 clusters
  Score: Raw -117417593.408585 + Penalty 57369.663994 = -117360223.744590
  nChanged 12302
Iteration 17Q (3909.660000 sec): 18 clusters
  Score: Raw -117421621.372208 + Penalty 57369.663994 = -117364251.708214
  nChanged 10955
Iteration 18Q (3916.150000 sec): 18 clusters
  Score: Raw -117425226.605719 + Penalty 57369.663994 = -117367856.941725
  nChanged 9873
Iteration 19Q (3922.570000 sec): 18 clusters
  Score: Raw -117428556.456671 + Penalty 57369.663994 = -117371186.792677
  nChanged 9018
Writing temp clu file 
Because OldScore, -117367856.941725, is greater than current (better) Score,-117371186.792677 
 Compute initial score before splitting:   Score: Raw -117428556.456671 + Penalty 57369.663994 = -117371186.792677
Memory request: 0.04 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (21153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3922.800000 sec): 2 clusters
  Score: Raw -3137695.558714 + Penalty 2469.965181 = -3135225.593534
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3922.880000 sec): 3 clusters
  Score: Raw -3125363.036610 + Penalty 4939.930361 = -3120423.106249
  nChanged 9309
		SP:Iteration 1F (3922.950000 sec): 3 clusters
  Score: Raw -3130496.869429 + Penalty 4939.930361 = -3125556.939068
  nChanged 1248
		SP:Iteration 2F (3923.030000 sec): 3 clusters
  Score: Raw -3131456.615789 + Penalty 4939.930361 = -3126516.685428
  nChanged 1570
		SP:Iteration 3F (3923.110000 sec): 3 clusters
  Score: Raw -3133189.981397 + Penalty 4939.930361 = -3128250.051036
  nChanged 2100
		SP:Iteration 4F (3923.190000 sec): 3 clusters
  Score: Raw -3135576.790171 + Penalty 4939.930361 = -3130636.859810
  nChanged 2139
		SP:Iteration 5F (3923.260000 sec): 3 clusters
  Score: Raw -3137831.982004 + Penalty 4939.930361 = -3132892.051643
  nChanged 1648
		SP:Iteration 6F (3923.340000 sec): 3 clusters
  Score: Raw -3139541.706689 + Penalty 4939.930361 = -3134601.776328
  nChanged 1046
		SP:Iteration 7Q (3923.410000 sec): 3 clusters
  Score: Raw -3140793.793308 + Penalty 4939.930361 = -3135853.862947
  nChanged 537
		SP:Iteration 8Q (3923.490000 sec): 3 clusters
  Score: Raw -3141455.521758 + Penalty 4939.930361 = -3136515.591397
  nChanged 314
		SP:Iteration 9Q (3923.550000 sec): 3 clusters
  Score: Raw -3141731.810220 + Penalty 4939.930361 = -3136791.879859
  nChanged 212
		SP:Iteration 10Q (3923.610000 sec): 3 clusters
  Score: Raw -3141866.887950 + Penalty 4939.930361 = -3136926.957589
  nChanged 118
		SP:Iteration 11Q (3923.670000 sec): 3 clusters
  Score: Raw -3141923.081663 + Penalty 4939.930361 = -3136983.151302
  nChanged 77
		SP:Iteration 12Q (3923.730000 sec): 3 clusters
  Score: Raw -3141947.264823 + Penalty 4939.930361 = -3137007.334462
  nChanged 54
		SP:Iteration 13Q (3923.790000 sec): 3 clusters
  Score: Raw -3141960.855829 + Penalty 4939.930361 = -3137020.925467
  nChanged 34
		SP:Iteration 14Q (3923.850000 sec): 3 clusters
  Score: Raw -3141969.385917 + Penalty 4939.930361 = -3137029.455556
  nChanged 17
		SP:Iteration 15Q (3923.910000 sec): 3 clusters
  Score: Raw -3141973.056437 + Penalty 4939.930361 = -3137033.126076
  nChanged 17
		SP:Iteration 16Q (3923.970000 sec): 3 clusters
  Score: Raw -3141976.395076 + Penalty 4939.930361 = -3137036.464715
  nChanged 8
		SP:Iteration 17Q (3924.020000 sec): 3 clusters
  Score: Raw -3141977.918611 + Penalty 4939.930361 = -3137037.988250
  nChanged 5
		SP:Iteration 18Q (3924.080000 sec): 3 clusters
  Score: Raw -3141979.015617 + Penalty 4939.930361 = -3137039.085256
  nChanged 3
		SP:Iteration 19Q (3924.140000 sec): 3 clusters
  Score: Raw -3141979.473123 + Penalty 4939.930361 = -3137039.542762
  nChanged 1
		SP:Iteration 20F (3924.210000 sec): 3 clusters
  Score: Raw -3141979.568230 + Penalty 4939.930361 = -3137039.637869
  nChanged 1
		SP:Iteration 21Q (3924.270000 sec): 3 clusters
  Score: Raw -3141979.688147 + Penalty 4939.930361 = -3137039.757786
  nChanged 1
		SP:Iteration 22Q (3924.330000 sec): 3 clusters
  Score: Raw -3141979.892906 + Penalty 4939.930361 = -3137039.962545
  nChanged 2
		SP:Iteration 23Q (3924.390000 sec): 3 clusters
  Score: Raw -3141980.241548 + Penalty 4939.930361 = -3137040.311187
  nChanged 4
		SP:Iteration 24Q (3924.450000 sec): 3 clusters
  Score: Raw -3141980.597460 + Penalty 4939.930361 = -3137040.667099
  nChanged 3
		SP:Iteration 25Q (3924.510000 sec): 3 clusters
  Score: Raw -3141980.884022 + Penalty 4939.930361 = -3137040.953661
  nChanged 0
		SP:Iteration 26F (3924.590000 sec): 3 clusters
  Score: Raw -3141980.884022 + Penalty 4939.930361 = -3137040.953661
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 3.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (2433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3924.610000 sec): 2 clusters
  Score: Raw -350604.632572 + Penalty 1933.626325 = -348671.006247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3924.620000 sec): 3 clusters
  Score: Raw -349598.721001 + Penalty 3867.252650 = -345731.468351
  nChanged 838
		SP:Iteration 1F (3924.630000 sec): 3 clusters
  Score: Raw -350134.405996 + Penalty 3867.252650 = -346267.153346
  nChanged 175
		SP:Iteration 2F (3924.630000 sec): 3 clusters
  Score: Raw -350273.665589 + Penalty 3867.252650 = -346406.412939
  nChanged 116
		SP:Iteration 3Q (3924.640000 sec): 3 clusters
  Score: Raw -350348.437756 + Penalty 3867.252650 = -346481.185106
  nChanged 59
		SP:Iteration 4Q (3924.650000 sec): 3 clusters
  Score: Raw -350389.296562 + Penalty 3867.252650 = -346522.043912
  nChanged 54
		SP:Iteration 5Q (3924.660000 sec): 3 clusters
  Score: Raw -350424.355866 + Penalty 3867.252650 = -346557.103216
  nChanged 37
		SP:Iteration 6Q (3924.670000 sec): 3 clusters
  Score: Raw -350447.502545 + Penalty 3867.252650 = -346580.249895
  nChanged 39
		SP:Iteration 7Q (3924.680000 sec): 3 clusters
  Score: Raw -350470.015501 + Penalty 3867.252650 = -346602.762851
  nChanged 27
		SP:Iteration 8Q (3924.690000 sec): 3 clusters
  Score: Raw -350486.525957 + Penalty 3867.252650 = -346619.273307
  nChanged 19
		SP:Iteration 9Q (3924.690000 sec): 3 clusters
  Score: Raw -350498.547507 + Penalty 3867.252650 = -346631.294857
  nChanged 17
		SP:Iteration 10Q (3924.710000 sec): 3 clusters
  Score: Raw -350511.090188 + Penalty 3867.252650 = -346643.837538
  nChanged 16
		SP:Iteration 11Q (3924.710000 sec): 3 clusters
  Score: Raw -350520.214105 + Penalty 3867.252650 = -346652.961455
  nChanged 16
		SP:Iteration 12Q (3924.720000 sec): 3 clusters
  Score: Raw -350528.914439 + Penalty 3867.252650 = -346661.661789
  nChanged 13
		SP:Iteration 13Q (3924.730000 sec): 3 clusters
  Score: Raw -350534.781174 + Penalty 3867.252650 = -346667.528524
  nChanged 4
		SP:Iteration 14Q (3924.740000 sec): 3 clusters
  Score: Raw -350537.170723 + Penalty 3867.252650 = -346669.918073
  nChanged 4
		SP:Iteration 15Q (3924.750000 sec): 3 clusters
  Score: Raw -350539.321297 + Penalty 3867.252650 = -346672.068647
  nChanged 3
		SP:Iteration 16Q (3924.760000 sec): 3 clusters
  Score: Raw -350540.839898 + Penalty 3867.252650 = -346673.587248
  nChanged 8
		SP:Iteration 17Q (3924.770000 sec): 3 clusters
  Score: Raw -350545.548326 + Penalty 3867.252650 = -346678.295676
  nChanged 6
		SP:Iteration 18Q (3924.770000 sec): 3 clusters
  Score: Raw -350549.797298 + Penalty 3867.252650 = -346682.544648
  nChanged 4
		SP:Iteration 19Q (3924.780000 sec): 3 clusters
  Score: Raw -350551.461596 + Penalty 3867.252650 = -346684.208946
  nChanged 2
		SP:Iteration 20F (3924.790000 sec): 3 clusters
  Score: Raw -350553.462818 + Penalty 3867.252650 = -346686.210168
  nChanged 6
		SP:Iteration 21Q (3924.800000 sec): 3 clusters
  Score: Raw -350557.943832 + Penalty 3867.252650 = -346690.691182
  nChanged 3
		SP:Iteration 22Q (3924.810000 sec): 3 clusters
  Score: Raw -350559.330020 + Penalty 3867.252650 = -346692.077370
  nChanged 0
		SP:Iteration 23F (3924.820000 sec): 3 clusters
  Score: Raw -350559.330020 + Penalty 3867.252650 = -346692.077370
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (11305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3924.860000 sec): 2 clusters
  Score: Raw -1545194.791189 + Penalty 2314.584095 = -1542880.207093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3924.900000 sec): 3 clusters
  Score: Raw -1539134.616360 + Penalty 4629.168191 = -1534505.448169
  nChanged 4744
		SP:Iteration 1F (3924.940000 sec): 3 clusters
  Score: Raw -1542109.244178 + Penalty 4629.168191 = -1537480.075987
  nChanged 983
		SP:Iteration 2F (3924.980000 sec): 3 clusters
  Score: Raw -1543033.078272 + Penalty 4629.168191 = -1538403.910081
  nChanged 980
		SP:Iteration 3F (3925.020000 sec): 3 clusters
  Score: Raw -1544341.330750 + Penalty 4629.168191 = -1539712.162559
  nChanged 1003
		SP:Iteration 4F (3925.060000 sec): 3 clusters
  Score: Raw -1545813.454198 + Penalty 4629.168191 = -1541184.286007
  nChanged 983
		SP:Iteration 5F (3925.100000 sec): 3 clusters
  Score: Raw -1547201.989752 + Penalty 4629.168191 = -1542572.821561
  nChanged 816
		SP:Iteration 6F (3925.150000 sec): 3 clusters
  Score: Raw -1548180.733891 + Penalty 4629.168191 = -1543551.565700
  nChanged 597
		SP:Iteration 7F (3925.190000 sec): 3 clusters
  Score: Raw -1548894.735745 + Penalty 4629.168191 = -1544265.567555
  nChanged 480
		SP:Iteration 8Q (3925.220000 sec): 3 clusters
  Score: Raw -1549601.830993 + Penalty 4629.168191 = -1544972.662802
  nChanged 363
		SP:Iteration 9Q (3925.260000 sec): 3 clusters
  Score: Raw -1550249.008583 + Penalty 4629.168191 = -1545619.840392
  nChanged 320
		SP:Iteration 10Q (3925.290000 sec): 3 clusters
  Score: Raw -1551112.739429 + Penalty 4629.168191 = -1546483.571238
  nChanged 269
		SP:Iteration 11Q (3925.320000 sec): 3 clusters
  Score: Raw -1551630.118027 + Penalty 4629.168191 = -1547000.949837
  nChanged 166
		SP:Iteration 12Q (3925.350000 sec): 3 clusters
  Score: Raw -1551855.959885 + Penalty 4629.168191 = -1547226.791695
  nChanged 131
		SP:Iteration 13Q (3925.390000 sec): 3 clusters
  Score: Raw -1551968.879562 + Penalty 4629.168191 = -1547339.711372
  nChanged 100
		SP:Iteration 14Q (3925.420000 sec): 3 clusters
  Score: Raw -1552036.060768 + Penalty 4629.168191 = -1547406.892578
  nChanged 62
		SP:Iteration 15Q (3925.450000 sec): 3 clusters
  Score: Raw -1552065.873358 + Penalty 4629.168191 = -1547436.705167
  nChanged 54
		SP:Iteration 16Q (3925.480000 sec): 3 clusters
  Score: Raw -1552088.637097 + Penalty 4629.168191 = -1547459.468907
  nChanged 37
		SP:Iteration 17Q (3925.510000 sec): 3 clusters
  Score: Raw -1552103.864581 + Penalty 4629.168191 = -1547474.696391
  nChanged 27
		SP:Iteration 18Q (3925.540000 sec): 3 clusters
  Score: Raw -1552114.496794 + Penalty 4629.168191 = -1547485.328603
  nChanged 25
		SP:Iteration 19Q (3925.570000 sec): 3 clusters
  Score: Raw -1552122.178162 + Penalty 4629.168191 = -1547493.009971
  nChanged 18
		SP:Iteration 20F (3925.610000 sec): 3 clusters
  Score: Raw -1552130.014371 + Penalty 4629.168191 = -1547500.846181
  nChanged 15
		SP:Iteration 21Q (3925.640000 sec): 3 clusters
  Score: Raw -1552135.581058 + Penalty 4629.168191 = -1547506.412868
  nChanged 20
		SP:Iteration 22Q (3925.670000 sec): 3 clusters
  Score: Raw -1552142.409500 + Penalty 4629.168191 = -1547513.241310
  nChanged 14
		SP:Iteration 23Q (3925.710000 sec): 3 clusters
  Score: Raw -1552147.050683 + Penalty 4629.168191 = -1547517.882492
  nChanged 11
		SP:Iteration 24Q (3925.740000 sec): 3 clusters
  Score: Raw -1552151.598726 + Penalty 4629.168191 = -1547522.430535
  nChanged 11
		SP:Iteration 25Q (3925.770000 sec): 3 clusters
  Score: Raw -1552155.063298 + Penalty 4629.168191 = -1547525.895108
  nChanged 11
		SP:Iteration 26Q (3925.800000 sec): 3 clusters
  Score: Raw -1552157.775017 + Penalty 4629.168191 = -1547528.606826
  nChanged 6
		SP:Iteration 27Q (3925.830000 sec): 3 clusters
  Score: Raw -1552159.158704 + Penalty 4629.168191 = -1547529.990513
  nChanged 4
		SP:Iteration 28Q (3925.860000 sec): 3 clusters
  Score: Raw -1552160.327267 + Penalty 4629.168191 = -1547531.159076
  nChanged 3
		SP:Iteration 29Q (3925.890000 sec): 3 clusters
  Score: Raw -1552161.134544 + Penalty 4629.168191 = -1547531.966353
  nChanged 3
		SP:Iteration 30Q (3925.920000 sec): 3 clusters
  Score: Raw -1552161.616666 + Penalty 4629.168191 = -1547532.448475
  nChanged 1
		SP:Iteration 31Q (3925.950000 sec): 3 clusters
  Score: Raw -1552161.805579 + Penalty 4629.168191 = -1547532.637388
  nChanged 1
		SP:Iteration 32Q (3925.990000 sec): 3 clusters
  Score: Raw -1552161.998404 + Penalty 4629.168191 = -1547532.830213
  nChanged 1
		SP:Iteration 33Q (3926.020000 sec): 3 clusters
  Score: Raw -1552162.207362 + Penalty 4629.168191 = -1547533.039171
  nChanged 0
		SP:Iteration 34F (3926.060000 sec): 3 clusters
  Score: Raw -1552162.207362 + Penalty 4629.168191 = -1547533.039171
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 4.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (1994 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3926.070000 sec): 2 clusters
  Score: Raw -290417.995594 + Penalty 1884.278692 = -288533.716902
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3926.080000 sec): 3 clusters
  Score: Raw -289704.921080 + Penalty 3768.557383 = -285936.363697
  nChanged 618
		SP:Iteration 1F (3926.090000 sec): 3 clusters
  Score: Raw -290382.311142 + Penalty 3768.557383 = -286613.753758
  nChanged 196
		SP:Iteration 2F (3926.090000 sec): 3 clusters
  Score: Raw -290658.531001 + Penalty 3768.557383 = -286889.973618
  nChanged 134
		SP:Iteration 3F (3926.100000 sec): 3 clusters
  Score: Raw -290858.496903 + Penalty 3768.557383 = -287089.939519
  nChanged 113
		SP:Iteration 4F (3926.110000 sec): 3 clusters
  Score: Raw -291089.604171 + Penalty 3768.557383 = -287321.046787
  nChanged 96
		SP:Iteration 5Q (3926.110000 sec): 3 clusters
  Score: Raw -291398.908665 + Penalty 3768.557383 = -287630.351281
  nChanged 98
		SP:Iteration 6Q (3926.120000 sec): 3 clusters
  Score: Raw -291745.237282 + Penalty 3768.557383 = -287976.679899
  nChanged 96
		SP:Iteration 7Q (3926.130000 sec): 3 clusters
  Score: Raw -291948.855219 + Penalty 3768.557383 = -288180.297836
  nChanged 88
		SP:Iteration 8Q (3926.130000 sec): 3 clusters
  Score: Raw -292118.307779 + Penalty 3768.557383 = -288349.750395
  nChanged 76
		SP:Iteration 9Q (3926.140000 sec): 3 clusters
  Score: Raw -292264.368054 + Penalty 3768.557383 = -288495.810670
  nChanged 71
		SP:Iteration 10Q (3926.150000 sec): 3 clusters
  Score: Raw -292510.110058 + Penalty 3768.557383 = -288741.552674
  nChanged 80
		SP:Iteration 11Q (3926.150000 sec): 3 clusters
  Score: Raw -292807.047354 + Penalty 3768.557383 = -289038.489971
  nChanged 60
		SP:Iteration 12Q (3926.160000 sec): 3 clusters
  Score: Raw -292935.197256 + Penalty 3768.557383 = -289166.639873
  nChanged 53
		SP:Iteration 13Q (3926.160000 sec): 3 clusters
  Score: Raw -293018.739800 + Penalty 3768.557383 = -289250.182416
  nChanged 38
		SP:Iteration 14Q (3926.170000 sec): 3 clusters
  Score: Raw -293095.324866 + Penalty 3768.557383 = -289326.767483
  nChanged 33
		SP:Iteration 15Q (3926.170000 sec): 3 clusters
  Score: Raw -293159.044356 + Penalty 3768.557383 = -289390.486973
  nChanged 24
		SP:Iteration 16Q (3926.180000 sec): 3 clusters
  Score: Raw -293195.541739 + Penalty 3768.557383 = -289426.984355
  nChanged 13
		SP:Iteration 17Q (3926.190000 sec): 3 clusters
  Score: Raw -293212.225001 + Penalty 3768.557383 = -289443.667618
  nChanged 6
		SP:Iteration 18Q (3926.190000 sec): 3 clusters
  Score: Raw -293218.902039 + Penalty 3768.557383 = -289450.344656
  nChanged 3
		SP:Iteration 19Q (3926.190000 sec): 3 clusters
  Score: Raw -293220.763216 + Penalty 3768.557383 = -289452.205833
  nChanged 1
		SP:Iteration 20F (3926.200000 sec): 3 clusters
  Score: Raw -293221.428461 + Penalty 3768.557383 = -289452.871078
  nChanged 2
		SP:Iteration 21Q (3926.210000 sec): 3 clusters
  Score: Raw -293222.916853 + Penalty 3768.557383 = -289454.359469
  nChanged 1
		SP:Iteration 22Q (3926.210000 sec): 3 clusters
  Score: Raw -293223.377728 + Penalty 3768.557383 = -289454.820344
  nChanged 1
		SP:Iteration 23Q (3926.220000 sec): 3 clusters
  Score: Raw -293224.948761 + Penalty 3768.557383 = -289456.391377
  nChanged 1
		SP:Iteration 24Q (3926.220000 sec): 3 clusters
  Score: Raw -293225.860814 + Penalty 3768.557383 = -289457.303431
  nChanged 0
		SP:Iteration 25F (3926.230000 sec): 3 clusters
  Score: Raw -293225.860814 + Penalty 3768.557383 = -289457.303431
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 11.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (3781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3926.250000 sec): 2 clusters
  Score: Raw -380112.960133 + Penalty 2042.960463 = -378069.999669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3926.260000 sec): 3 clusters
  Score: Raw -379860.370215 + Penalty 4085.920927 = -375774.449288
  nChanged 1634
		SP:Iteration 1F (3926.270000 sec): 3 clusters
  Score: Raw -394246.494726 + Penalty 4085.920927 = -390160.573799
  nChanged 615
		SP:Iteration 2F (3926.290000 sec): 3 clusters
  Score: Raw -400806.945924 + Penalty 4085.920927 = -396721.024998
  nChanged 135
		SP:Iteration 3Q (3926.300000 sec): 3 clusters
  Score: Raw -402776.340619 + Penalty 4085.920927 = -398690.419692
  nChanged 54
		SP:Iteration 4Q (3926.310000 sec): 3 clusters
  Score: Raw -404124.907882 + Penalty 4085.920927 = -400038.986955
  nChanged 34
		SP:Iteration 5Q (3926.320000 sec): 3 clusters
  Score: Raw -405967.125493 + Penalty 4085.920927 = -401881.204566
  nChanged 20
		SP:Iteration 6Q (3926.330000 sec): 3 clusters
  Score: Raw -406505.659156 + Penalty 4085.920927 = -402419.738229
  nChanged 8
		SP:Iteration 7Q (3926.330000 sec): 3 clusters
  Score: Raw -406526.034443 + Penalty 4085.920927 = -402440.113516
  nChanged 0
		SP:Iteration 8F (3926.350000 sec): 3 clusters
  Score: Raw -406622.108279 + Penalty 4085.920927 = -402536.187352
  nChanged 12
		SP:Iteration 9Q (3926.360000 sec): 3 clusters
  Score: Raw -406788.670156 + Penalty 4085.920927 = -402702.749229
  nChanged 14
		SP:Iteration 10Q (3926.370000 sec): 3 clusters
  Score: Raw -406919.347105 + Penalty 4085.920927 = -402833.426178
  nChanged 7
		SP:Iteration 11Q (3926.380000 sec): 3 clusters
  Score: Raw -406958.858937 + Penalty 4085.920927 = -402872.938011
  nChanged 8
		SP:Iteration 12Q (3926.390000 sec): 3 clusters
  Score: Raw -406980.910827 + Penalty 4085.920927 = -402894.989901
  nChanged 4
		SP:Iteration 13Q (3926.390000 sec): 3 clusters
  Score: Raw -407008.356263 + Penalty 4085.920927 = -402922.435336
  nChanged 5
		SP:Iteration 14Q (3926.410000 sec): 3 clusters
  Score: Raw -407031.390313 + Penalty 4085.920927 = -402945.469386
  nChanged 5
		SP:Iteration 15Q (3926.410000 sec): 3 clusters
  Score: Raw -407071.609596 + Penalty 4085.920927 = -402985.688669
  nChanged 4
		SP:Iteration 16Q (3926.420000 sec): 3 clusters
  Score: Raw -407100.355575 + Penalty 4085.920927 = -403014.434648
  nChanged 5
		SP:Iteration 17Q (3926.430000 sec): 3 clusters
  Score: Raw -407109.007666 + Penalty 4085.920927 = -403023.086739
  nChanged 3
		SP:Iteration 18Q (3926.440000 sec): 3 clusters
  Score: Raw -407111.705697 + Penalty 4085.920927 = -403025.784771
  nChanged 0
		SP:Iteration 19F (3926.450000 sec): 3 clusters
  Score: Raw -407173.217567 + Penalty 4085.920927 = -403087.296641
  nChanged 6
		SP:Iteration 20F (3926.470000 sec): 3 clusters
  Score: Raw -407328.120647 + Penalty 4085.920927 = -403242.199720
  nChanged 9
		SP:Iteration 21Q (3926.480000 sec): 3 clusters
  Score: Raw -407504.700397 + Penalty 4085.920927 = -403418.779470
  nChanged 13
		SP:Iteration 22Q (3926.490000 sec): 3 clusters
  Score: Raw -407590.313264 + Penalty 4085.920927 = -403504.392337
  nChanged 12
		SP:Iteration 23Q (3926.500000 sec): 3 clusters
  Score: Raw -407625.551984 + Penalty 4085.920927 = -403539.631057
  nChanged 8
		SP:Iteration 24Q (3926.510000 sec): 3 clusters
  Score: Raw -407648.825000 + Penalty 4085.920927 = -403562.904073
  nChanged 5
		SP:Iteration 25Q (3926.510000 sec): 3 clusters
  Score: Raw -407658.548692 + Penalty 4085.920927 = -403572.627765
  nChanged 4
		SP:Iteration 26Q (3926.530000 sec): 3 clusters
  Score: Raw -407664.467160 + Penalty 4085.920927 = -403578.546234
  nChanged 3
		SP:Iteration 27Q (3926.530000 sec): 3 clusters
  Score: Raw -407666.681635 + Penalty 4085.920927 = -403580.760708
  nChanged 1
		SP:Iteration 28Q (3926.540000 sec): 3 clusters
  Score: Raw -407667.390686 + Penalty 4085.920927 = -403581.469759
  nChanged 1
		SP:Iteration 29Q (3926.550000 sec): 3 clusters
  Score: Raw -407668.382315 + Penalty 4085.920927 = -403582.461388
  nChanged 1
		SP:Iteration 30Q (3926.560000 sec): 3 clusters
  Score: Raw -407668.993021 + Penalty 4085.920927 = -403583.072094
  nChanged 2
		SP:Iteration 31Q (3926.570000 sec): 3 clusters
  Score: Raw -407670.550146 + Penalty 4085.920927 = -403584.629219
  nChanged 0
		SP:Iteration 32F (3926.590000 sec): 3 clusters
  Score: Raw -407671.515040 + Penalty 4085.920927 = -403585.594113
  nChanged 2
		SP:Iteration 33Q (3926.590000 sec): 3 clusters
  Score: Raw -407676.449014 + Penalty 4085.920927 = -403590.528088
  nChanged 3
		SP:Iteration 34Q (3926.600000 sec): 3 clusters
  Score: Raw -407679.310898 + Penalty 4085.920927 = -403593.389971
  nChanged 0
		SP:Iteration 35F (3926.620000 sec): 3 clusters
  Score: Raw -407679.310898 + Penalty 4085.920927 = -403593.389971
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 21.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (91453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3927.030000 sec): 2 clusters
  Score: Raw -13215397.663374 + Penalty 2833.047954 = -13212564.615420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3927.370000 sec): 3 clusters
  Score: Raw -13157213.911837 + Penalty 5666.095907 = -13151547.815929
  nChanged 43002
		SP:Iteration 1F (3927.710000 sec): 3 clusters
  Score: Raw -13182202.247113 + Penalty 5666.095907 = -13176536.151206
  nChanged 4381
		SP:Iteration 2Q (3928.050000 sec): 3 clusters
  Score: Raw -13184356.358102 + Penalty 5666.095907 = -13178690.262194
  nChanged 5659
		SP:Iteration 3F (3928.390000 sec): 3 clusters
  Score: Raw -13187986.038034 + Penalty 5666.095907 = -13182319.942127
  nChanged 7220
		SP:Iteration 4F (3928.730000 sec): 3 clusters
  Score: Raw -13193553.304074 + Penalty 5666.095907 = -13187887.208167
  nChanged 7933
		SP:Iteration 5F (3929.070000 sec): 3 clusters
  Score: Raw -13199898.414965 + Penalty 5666.095907 = -13194232.319058
  nChanged 6949
		SP:Iteration 6F (3929.410000 sec): 3 clusters
  Score: Raw -13204480.637422 + Penalty 5666.095907 = -13198814.541514
  nChanged 4985
		SP:Iteration 7F (3929.750000 sec): 3 clusters
  Score: Raw -13206957.616404 + Penalty 5666.095907 = -13201291.520497
  nChanged 3305
		SP:Iteration 8Q (3930.090000 sec): 3 clusters
  Score: Raw -13208230.060933 + Penalty 5666.095907 = -13202563.965026
  nChanged 2345
		SP:Iteration 9Q (3930.430000 sec): 3 clusters
  Score: Raw -13208987.941394 + Penalty 5666.095907 = -13203321.845486
  nChanged 1797
		SP:Iteration 10Q (3930.770000 sec): 3 clusters
  Score: Raw -13209541.023296 + Penalty 5666.095907 = -13203874.927389
  nChanged 1509
		SP:Iteration 11Q (3931.110000 sec): 3 clusters
  Score: Raw -13209988.766649 + Penalty 5666.095907 = -13204322.670742
  nChanged 1359
		SP:Iteration 12Q (3931.450000 sec): 3 clusters
  Score: Raw -13210422.501027 + Penalty 5666.095907 = -13204756.405120
  nChanged 1351
		SP:Iteration 13Q (3931.790000 sec): 3 clusters
  Score: Raw -13210895.901214 + Penalty 5666.095907 = -13205229.805307
  nChanged 1289
		SP:Iteration 14Q (3932.130000 sec): 3 clusters
  Score: Raw -13211354.311903 + Penalty 5666.095907 = -13205688.215996
  nChanged 1211
		SP:Iteration 15Q (3932.470000 sec): 3 clusters
  Score: Raw -13211855.106909 + Penalty 5666.095907 = -13206189.011002
  nChanged 1266
		SP:Iteration 16Q (3932.810000 sec): 3 clusters
  Score: Raw -13212419.771033 + Penalty 5666.095907 = -13206753.675125
  nChanged 1254
		SP:Iteration 17Q (3933.140000 sec): 3 clusters
  Score: Raw -13213048.194129 + Penalty 5666.095907 = -13207382.098222
  nChanged 1272
		SP:Iteration 18Q (3933.470000 sec): 3 clusters
  Score: Raw -13213775.569410 + Penalty 5666.095907 = -13208109.473503
  nChanged 1324
		SP:Iteration 19Q (3933.800000 sec): 3 clusters
  Score: Raw -13214586.922290 + Penalty 5666.095907 = -13208920.826383
  nChanged 1366
		SP:Iteration 20F (3934.140000 sec): 3 clusters
  Score: Raw -13215465.883668 + Penalty 5666.095907 = -13209799.787760
  nChanged 1356
		SP:Iteration 21Q (3934.440000 sec): 3 clusters
  Score: Raw -13216272.204612 + Penalty 5666.095907 = -13210606.108704
  nChanged 1266
		SP:Iteration 22Q (3934.750000 sec): 3 clusters
  Score: Raw -13216992.306575 + Penalty 5666.095907 = -13211326.210668
  nChanged 1167
		SP:Iteration 23Q (3935.040000 sec): 3 clusters
  Score: Raw -13217597.072252 + Penalty 5666.095907 = -13211930.976345
  nChanged 975
		SP:Iteration 24Q (3935.340000 sec): 3 clusters
  Score: Raw -13217998.186221 + Penalty 5666.095907 = -13212332.090314
  nChanged 753
		SP:Iteration 25Q (3935.630000 sec): 3 clusters
  Score: Raw -13218264.326056 + Penalty 5666.095907 = -13212598.230149
  nChanged 634
		SP:Iteration 26Q (3935.920000 sec): 3 clusters
  Score: Raw -13218471.978412 + Penalty 5666.095907 = -13212805.882504
  nChanged 566
		SP:Iteration 27Q (3936.210000 sec): 3 clusters
  Score: Raw -13218618.942524 + Penalty 5666.095907 = -13212952.846616
  nChanged 447
		SP:Iteration 28Q (3936.500000 sec): 3 clusters
  Score: Raw -13218716.887477 + Penalty 5666.095907 = -13213050.791570
  nChanged 344
		SP:Iteration 29Q (3936.790000 sec): 3 clusters
  Score: Raw -13218785.818558 + Penalty 5666.095907 = -13213119.722650
  nChanged 292
		SP:Iteration 30Q (3937.070000 sec): 3 clusters
  Score: Raw -13218840.123436 + Penalty 5666.095907 = -13213174.027529
  nChanged 288
		SP:Iteration 31Q (3937.360000 sec): 3 clusters
  Score: Raw -13218890.607394 + Penalty 5666.095907 = -13213224.511487
  nChanged 247
		SP:Iteration 32Q (3937.640000 sec): 3 clusters
  Score: Raw -13218928.116354 + Penalty 5666.095907 = -13213262.020447
  nChanged 221
		SP:Iteration 33Q (3937.920000 sec): 3 clusters
  Score: Raw -13218957.662413 + Penalty 5666.095907 = -13213291.566506
  nChanged 186
		SP:Iteration 34Q (3938.200000 sec): 3 clusters
  Score: Raw -13218981.801844 + Penalty 5666.095907 = -13213315.705937
  nChanged 176
		SP:Iteration 35Q (3938.480000 sec): 3 clusters
  Score: Raw -13219003.574975 + Penalty 5666.095907 = -13213337.479068
  nChanged 159
		SP:Iteration 36Q (3938.770000 sec): 3 clusters
  Score: Raw -13219022.187663 + Penalty 5666.095907 = -13213356.091756
  nChanged 154
		SP:Iteration 37Q (3939.050000 sec): 3 clusters
  Score: Raw -13219040.676394 + Penalty 5666.095907 = -13213374.580487
  nChanged 150
		SP:Iteration 38Q (3939.330000 sec): 3 clusters
  Score: Raw -13219056.310497 + Penalty 5666.095907 = -13213390.214590
  nChanged 120
		SP:Iteration 39Q (3939.610000 sec): 3 clusters
  Score: Raw -13219066.906149 + Penalty 5666.095907 = -13213400.810242
  nChanged 106
		SP:Iteration 40F (3939.950000 sec): 3 clusters
  Score: Raw -13219075.759924 + Penalty 5666.095907 = -13213409.664016
  nChanged 98
		SP:Iteration 41Q (3940.240000 sec): 3 clusters
  Score: Raw -13219084.206903 + Penalty 5666.095907 = -13213418.110995
  nChanged 76
		SP:Iteration 42Q (3940.520000 sec): 3 clusters
  Score: Raw -13219089.167452 + Penalty 5666.095907 = -13213423.071545
  nChanged 60
		SP:Iteration 43Q (3940.800000 sec): 3 clusters
  Score: Raw -13219093.173205 + Penalty 5666.095907 = -13213427.077297
  nChanged 48
		SP:Iteration 44Q (3941.090000 sec): 3 clusters
  Score: Raw -13219095.759392 + Penalty 5666.095907 = -13213429.663485
  nChanged 48
		SP:Iteration 45Q (3941.370000 sec): 3 clusters
  Score: Raw -13219098.307052 + Penalty 5666.095907 = -13213432.211144
  nChanged 48
		SP:Iteration 46Q (3941.650000 sec): 3 clusters
  Score: Raw -13219100.449752 + Penalty 5666.095907 = -13213434.353845
  nChanged 37
		SP:Iteration 47Q (3941.930000 sec): 3 clusters
  Score: Raw -13219102.096914 + Penalty 5666.095907 = -13213436.001007
  nChanged 43
		SP:Iteration 48Q (3942.210000 sec): 3 clusters
  Score: Raw -13219104.339577 + Penalty 5666.095907 = -13213438.243670
  nChanged 42
		SP:Iteration 49Q (3942.500000 sec): 3 clusters
  Score: Raw -13219106.123793 + Penalty 5666.095907 = -13213440.027885
  nChanged 31
		SP:Iteration 50Q (3942.790000 sec): 3 clusters
  Score: Raw -13219107.365737 + Penalty 5666.095907 = -13213441.269830
  nChanged 25
		SP:Iteration 51Q (3943.070000 sec): 3 clusters
  Score: Raw -13219108.240664 + Penalty 5666.095907 = -13213442.144757
  nChanged 22
		SP:Iteration 52Q (3943.350000 sec): 3 clusters
  Score: Raw -13219109.029544 + Penalty 5666.095907 = -13213442.933637
  nChanged 29
		SP:Iteration 53Q (3943.630000 sec): 3 clusters
  Score: Raw -13219110.074525 + Penalty 5666.095907 = -13213443.978618
  nChanged 26
		SP:Iteration 54Q (3943.910000 sec): 3 clusters
  Score: Raw -13219110.899164 + Penalty 5666.095907 = -13213444.803257
  nChanged 24
		SP:Iteration 55Q (3944.190000 sec): 3 clusters
  Score: Raw -13219111.683344 + Penalty 5666.095907 = -13213445.587437
  nChanged 19
		SP:Iteration 56Q (3944.480000 sec): 3 clusters
  Score: Raw -13219112.234706 + Penalty 5666.095907 = -13213446.138799
  nChanged 15
		SP:Iteration 57Q (3944.760000 sec): 3 clusters
  Score: Raw -13219112.727330 + Penalty 5666.095907 = -13213446.631422
  nChanged 9
		SP:Iteration 58Q (3945.040000 sec): 3 clusters
  Score: Raw -13219113.123373 + Penalty 5666.095907 = -13213447.027465
  nChanged 10
		SP:Iteration 59Q (3945.320000 sec): 3 clusters
  Score: Raw -13219113.374180 + Penalty 5666.095907 = -13213447.278273
  nChanged 7
		SP:Iteration 60F (3945.660000 sec): 3 clusters
  Score: Raw -13219113.583521 + Penalty 5666.095907 = -13213447.487614
  nChanged 4
		SP:Iteration 61Q (3945.940000 sec): 3 clusters
  Score: Raw -13219113.658932 + Penalty 5666.095907 = -13213447.563025
  nChanged 2
		SP:Iteration 62Q (3946.220000 sec): 3 clusters
  Score: Raw -13219113.682760 + Penalty 5666.095907 = -13213447.586853
  nChanged 2
		SP:Iteration 63Q (3946.500000 sec): 3 clusters
  Score: Raw -13219113.721047 + Penalty 5666.095907 = -13213447.625140
  nChanged 2
		SP:Iteration 64Q (3946.780000 sec): 3 clusters
  Score: Raw -13219113.752337 + Penalty 5666.095907 = -13213447.656430
  nChanged 2
		SP:Iteration 65Q (3947.060000 sec): 3 clusters
  Score: Raw -13219113.801874 + Penalty 5666.095907 = -13213447.705967
  nChanged 2
		SP:Iteration 66Q (3947.350000 sec): 3 clusters
  Score: Raw -13219113.826004 + Penalty 5666.095907 = -13213447.730097
  nChanged 1
		SP:Iteration 67Q (3947.630000 sec): 3 clusters
  Score: Raw -13219113.857372 + Penalty 5666.095907 = -13213447.761465
  nChanged 1
		SP:Iteration 68Q (3947.910000 sec): 3 clusters
  Score: Raw -13219113.886039 + Penalty 5666.095907 = -13213447.790132
  nChanged 1
		SP:Iteration 69Q (3948.190000 sec): 3 clusters
  Score: Raw -13219113.895902 + Penalty 5666.095907 = -13213447.799995
  nChanged 0
		SP:Iteration 70F (3948.530000 sec): 3 clusters
  Score: Raw -13219113.895902 + Penalty 5666.095907 = -13213447.799995
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 22.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (57595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3948.720000 sec): 2 clusters
  Score: Raw -8438685.958060 + Penalty 2718.375377 = -8435967.582683
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3948.930000 sec): 3 clusters
  Score: Raw -8402701.267967 + Penalty 5436.750755 = -8397264.517213
  nChanged 26837
		SP:Iteration 1F (3949.150000 sec): 3 clusters
  Score: Raw -8417837.807049 + Penalty 5436.750755 = -8412401.056294
  nChanged 2578
		SP:Iteration 2Q (3949.360000 sec): 3 clusters
  Score: Raw -8418714.550452 + Penalty 5436.750755 = -8413277.799697
  nChanged 2660
		SP:Iteration 3Q (3949.580000 sec): 3 clusters
  Score: Raw -8419703.331444 + Penalty 5436.750755 = -8414266.580689
  nChanged 2800
		SP:Iteration 4Q (3949.790000 sec): 3 clusters
  Score: Raw -8420866.110022 + Penalty 5436.750755 = -8415429.359268
  nChanged 2989
		SP:Iteration 5F (3950.010000 sec): 3 clusters
  Score: Raw -8422283.716215 + Penalty 5436.750755 = -8416846.965460
  nChanged 3242
		SP:Iteration 6F (3950.220000 sec): 3 clusters
  Score: Raw -8423955.421721 + Penalty 5436.750755 = -8418518.670967
  nChanged 3311
		SP:Iteration 7F (3950.430000 sec): 3 clusters
  Score: Raw -8425638.041927 + Penalty 5436.750755 = -8420201.291172
  nChanged 3140
		SP:Iteration 8F (3950.650000 sec): 3 clusters
  Score: Raw -8427072.877481 + Penalty 5436.750755 = -8421636.126726
  nChanged 2617
		SP:Iteration 9Q (3950.860000 sec): 3 clusters
  Score: Raw -8428097.476330 + Penalty 5436.750755 = -8422660.725576
  nChanged 2177
		SP:Iteration 10Q (3951.080000 sec): 3 clusters
  Score: Raw -8428845.992336 + Penalty 5436.750755 = -8423409.241581
  nChanged 1747
		SP:Iteration 11Q (3951.300000 sec): 3 clusters
  Score: Raw -8429426.694751 + Penalty 5436.750755 = -8423989.943996
  nChanged 1536
		SP:Iteration 12Q (3951.510000 sec): 3 clusters
  Score: Raw -8429944.324089 + Penalty 5436.750755 = -8424507.573334
  nChanged 1391
		SP:Iteration 13Q (3951.730000 sec): 3 clusters
  Score: Raw -8430458.287468 + Penalty 5436.750755 = -8425021.536713
  nChanged 1442
		SP:Iteration 14Q (3951.950000 sec): 3 clusters
  Score: Raw -8431054.076056 + Penalty 5436.750755 = -8425617.325302
  nChanged 1466
		SP:Iteration 15Q (3952.160000 sec): 3 clusters
  Score: Raw -8431745.542377 + Penalty 5436.750755 = -8426308.791623
  nChanged 1486
		SP:Iteration 16Q (3952.370000 sec): 3 clusters
  Score: Raw -8432526.849208 + Penalty 5436.750755 = -8427090.098453
  nChanged 1475
		SP:Iteration 17Q (3952.590000 sec): 3 clusters
  Score: Raw -8433357.986994 + Penalty 5436.750755 = -8427921.236240
  nChanged 1405
		SP:Iteration 18Q (3952.800000 sec): 3 clusters
  Score: Raw -8434147.131343 + Penalty 5436.750755 = -8428710.380589
  nChanged 1282
		SP:Iteration 19Q (3953.010000 sec): 3 clusters
  Score: Raw -8434852.870878 + Penalty 5436.750755 = -8429416.120124
  nChanged 1164
		SP:Iteration 20F (3953.220000 sec): 3 clusters
  Score: Raw -8435449.246069 + Penalty 5436.750755 = -8430012.495314
  nChanged 1007
		SP:Iteration 21Q (3953.410000 sec): 3 clusters
  Score: Raw -8435930.619944 + Penalty 5436.750755 = -8430493.869189
  nChanged 858
		SP:Iteration 22Q (3953.600000 sec): 3 clusters
  Score: Raw -8436314.340564 + Penalty 5436.750755 = -8430877.589810
  nChanged 780
		SP:Iteration 23Q (3953.790000 sec): 3 clusters
  Score: Raw -8436651.147400 + Penalty 5436.750755 = -8431214.396646
  nChanged 723
		SP:Iteration 24Q (3953.970000 sec): 3 clusters
  Score: Raw -8436959.101450 + Penalty 5436.750755 = -8431522.350696
  nChanged 665
		SP:Iteration 25Q (3954.150000 sec): 3 clusters
  Score: Raw -8437250.467818 + Penalty 5436.750755 = -8431813.717063
  nChanged 579
		SP:Iteration 26Q (3954.320000 sec): 3 clusters
  Score: Raw -8437501.552528 + Penalty 5436.750755 = -8432064.801773
  nChanged 515
		SP:Iteration 27Q (3954.490000 sec): 3 clusters
  Score: Raw -8437724.938838 + Penalty 5436.750755 = -8432288.188083
  nChanged 464
		SP:Iteration 28Q (3954.660000 sec): 3 clusters
  Score: Raw -8437929.163820 + Penalty 5436.750755 = -8432492.413065
  nChanged 389
		SP:Iteration 29Q (3954.830000 sec): 3 clusters
  Score: Raw -8438089.002872 + Penalty 5436.750755 = -8432652.252118
  nChanged 350
		SP:Iteration 30Q (3954.990000 sec): 3 clusters
  Score: Raw -8438237.940908 + Penalty 5436.750755 = -8432801.190154
  nChanged 308
		SP:Iteration 31Q (3955.160000 sec): 3 clusters
  Score: Raw -8438376.286739 + Penalty 5436.750755 = -8432939.535985
  nChanged 281
		SP:Iteration 32Q (3955.320000 sec): 3 clusters
  Score: Raw -8438502.548531 + Penalty 5436.750755 = -8433065.797776
  nChanged 229
		SP:Iteration 33Q (3955.480000 sec): 3 clusters
  Score: Raw -8438612.437170 + Penalty 5436.750755 = -8433175.686416
  nChanged 197
		SP:Iteration 34Q (3955.630000 sec): 3 clusters
  Score: Raw -8438704.865789 + Penalty 5436.750755 = -8433268.115035
  nChanged 138
		SP:Iteration 35Q (3955.790000 sec): 3 clusters
  Score: Raw -8438773.559563 + Penalty 5436.750755 = -8433336.808809
  nChanged 125
		SP:Iteration 36Q (3955.950000 sec): 3 clusters
  Score: Raw -8438831.330461 + Penalty 5436.750755 = -8433394.579707
  nChanged 101
		SP:Iteration 37Q (3956.110000 sec): 3 clusters
  Score: Raw -8438873.951504 + Penalty 5436.750755 = -8433437.200750
  nChanged 79
		SP:Iteration 38Q (3956.260000 sec): 3 clusters
  Score: Raw -8438906.356650 + Penalty 5436.750755 = -8433469.605895
  nChanged 69
		SP:Iteration 39Q (3956.410000 sec): 3 clusters
  Score: Raw -8438931.753259 + Penalty 5436.750755 = -8433495.002505
  nChanged 55
		SP:Iteration 40F (3956.620000 sec): 3 clusters
  Score: Raw -8438955.521434 + Penalty 5436.750755 = -8433518.770679
  nChanged 66
		SP:Iteration 41Q (3956.770000 sec): 3 clusters
  Score: Raw -8438984.089976 + Penalty 5436.750755 = -8433547.339222
  nChanged 60
		SP:Iteration 42Q (3956.920000 sec): 3 clusters
  Score: Raw -8439013.511111 + Penalty 5436.750755 = -8433576.760357
  nChanged 56
		SP:Iteration 43Q (3957.080000 sec): 3 clusters
  Score: Raw -8439040.054364 + Penalty 5436.750755 = -8433603.303609
  nChanged 59
		SP:Iteration 44Q (3957.230000 sec): 3 clusters
  Score: Raw -8439062.074352 + Penalty 5436.750755 = -8433625.323598
  nChanged 49
		SP:Iteration 45Q (3957.380000 sec): 3 clusters
  Score: Raw -8439080.720570 + Penalty 5436.750755 = -8433643.969816
  nChanged 56
		SP:Iteration 46Q (3957.530000 sec): 3 clusters
  Score: Raw -8439102.617665 + Penalty 5436.750755 = -8433665.866911
  nChanged 43
		SP:Iteration 47Q (3957.690000 sec): 3 clusters
  Score: Raw -8439118.887301 + Penalty 5436.750755 = -8433682.136546
  nChanged 34
		SP:Iteration 48Q (3957.840000 sec): 3 clusters
  Score: Raw -8439132.631777 + Penalty 5436.750755 = -8433695.881023
  nChanged 30
		SP:Iteration 49Q (3957.990000 sec): 3 clusters
  Score: Raw -8439145.382269 + Penalty 5436.750755 = -8433708.631514
  nChanged 27
		SP:Iteration 50Q (3958.140000 sec): 3 clusters
  Score: Raw -8439157.903483 + Penalty 5436.750755 = -8433721.152729
  nChanged 27
		SP:Iteration 51Q (3958.290000 sec): 3 clusters
  Score: Raw -8439168.960266 + Penalty 5436.750755 = -8433732.209512
  nChanged 22
		SP:Iteration 52Q (3958.440000 sec): 3 clusters
  Score: Raw -8439177.830256 + Penalty 5436.750755 = -8433741.079501
  nChanged 20
		SP:Iteration 53Q (3958.590000 sec): 3 clusters
  Score: Raw -8439184.933632 + Penalty 5436.750755 = -8433748.182877
  nChanged 20
		SP:Iteration 54Q (3958.730000 sec): 3 clusters
  Score: Raw -8439192.256464 + Penalty 5436.750755 = -8433755.505710
  nChanged 19
		SP:Iteration 55Q (3958.880000 sec): 3 clusters
  Score: Raw -8439201.466253 + Penalty 5436.750755 = -8433764.715499
  nChanged 19
		SP:Iteration 56Q (3959.030000 sec): 3 clusters
  Score: Raw -8439209.570463 + Penalty 5436.750755 = -8433772.819708
  nChanged 15
		SP:Iteration 57Q (3959.180000 sec): 3 clusters
  Score: Raw -8439217.743398 + Penalty 5436.750755 = -8433780.992643
  nChanged 17
		SP:Iteration 58Q (3959.330000 sec): 3 clusters
  Score: Raw -8439224.895124 + Penalty 5436.750755 = -8433788.144370
  nChanged 11
		SP:Iteration 59Q (3959.480000 sec): 3 clusters
  Score: Raw -8439229.750186 + Penalty 5436.750755 = -8433792.999432
  nChanged 10
		SP:Iteration 60F (3959.690000 sec): 3 clusters
  Score: Raw -8439233.631674 + Penalty 5436.750755 = -8433796.880919
  nChanged 8
		SP:Iteration 61Q (3959.830000 sec): 3 clusters
  Score: Raw -8439237.579916 + Penalty 5436.750755 = -8433800.829162
  nChanged 14
		SP:Iteration 62Q (3959.980000 sec): 3 clusters
  Score: Raw -8439245.361228 + Penalty 5436.750755 = -8433808.610473
  nChanged 10
		SP:Iteration 63Q (3960.130000 sec): 3 clusters
  Score: Raw -8439249.760348 + Penalty 5436.750755 = -8433813.009593
  nChanged 15
		SP:Iteration 64Q (3960.280000 sec): 3 clusters
  Score: Raw -8439254.537254 + Penalty 5436.750755 = -8433817.786499
  nChanged 7
		SP:Iteration 65Q (3960.430000 sec): 3 clusters
  Score: Raw -8439256.552483 + Penalty 5436.750755 = -8433819.801728
  nChanged 9
		SP:Iteration 66Q (3960.570000 sec): 3 clusters
  Score: Raw -8439259.013239 + Penalty 5436.750755 = -8433822.262485
  nChanged 2
		SP:Iteration 67Q (3960.720000 sec): 3 clusters
  Score: Raw -8439259.733262 + Penalty 5436.750755 = -8433822.982508
  nChanged 3
		SP:Iteration 68Q (3960.870000 sec): 3 clusters
  Score: Raw -8439260.536891 + Penalty 5436.750755 = -8433823.786136
  nChanged 1
		SP:Iteration 69Q (3961.020000 sec): 3 clusters
  Score: Raw -8439260.748014 + Penalty 5436.750755 = -8433823.997260
  nChanged 1
		SP:Iteration 70Q (3961.170000 sec): 3 clusters
  Score: Raw -8439260.847980 + Penalty 5436.750755 = -8433824.097226
  nChanged 0
		SP:Iteration 71F (3961.370000 sec): 3 clusters
  Score: Raw -8439260.847980 + Penalty 5436.750755 = -8433824.097226
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (3722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3961.410000 sec): 2 clusters
  Score: Raw -522082.777177 + Penalty 2039.060076 = -520043.717100
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3961.430000 sec): 3 clusters
  Score: Raw -520405.480780 + Penalty 4078.120153 = -516327.360627
  nChanged 1304
		SP:Iteration 1F (3961.440000 sec): 3 clusters
  Score: Raw -521211.384949 + Penalty 4078.120153 = -517133.264797
  nChanged 273
		SP:Iteration 2F (3961.450000 sec): 3 clusters
  Score: Raw -521372.435843 + Penalty 4078.120153 = -517294.315690
  nChanged 162
		SP:Iteration 3Q (3961.470000 sec): 3 clusters
  Score: Raw -521467.114234 + Penalty 4078.120153 = -517388.994081
  nChanged 116
		SP:Iteration 4Q (3961.480000 sec): 3 clusters
  Score: Raw -521532.237827 + Penalty 4078.120153 = -517454.117675
  nChanged 101
		SP:Iteration 5Q (3961.490000 sec): 3 clusters
  Score: Raw -521586.427683 + Penalty 4078.120153 = -517508.307530
  nChanged 79
		SP:Iteration 6Q (3961.510000 sec): 3 clusters
  Score: Raw -521622.012019 + Penalty 4078.120153 = -517543.891866
  nChanged 55
		SP:Iteration 7Q (3961.520000 sec): 3 clusters
  Score: Raw -521648.823209 + Penalty 4078.120153 = -517570.703056
  nChanged 50
		SP:Iteration 8Q (3961.530000 sec): 3 clusters
  Score: Raw -521669.596522 + Penalty 4078.120153 = -517591.476370
  nChanged 39
		SP:Iteration 9Q (3961.550000 sec): 3 clusters
  Score: Raw -521687.494058 + Penalty 4078.120153 = -517609.373905
  nChanged 33
		SP:Iteration 10Q (3961.560000 sec): 3 clusters
  Score: Raw -521701.051619 + Penalty 4078.120153 = -517622.931466
  nChanged 28
		SP:Iteration 11Q (3961.570000 sec): 3 clusters
  Score: Raw -521711.536487 + Penalty 4078.120153 = -517633.416335
  nChanged 20
		SP:Iteration 12Q (3961.590000 sec): 3 clusters
  Score: Raw -521722.290283 + Penalty 4078.120153 = -517644.170131
  nChanged 27
		SP:Iteration 13Q (3961.600000 sec): 3 clusters
  Score: Raw -521735.615231 + Penalty 4078.120153 = -517657.495078
  nChanged 29
		SP:Iteration 14Q (3961.610000 sec): 3 clusters
  Score: Raw -521748.576407 + Penalty 4078.120153 = -517670.456255
  nChanged 27
		SP:Iteration 15Q (3961.630000 sec): 3 clusters
  Score: Raw -521758.499636 + Penalty 4078.120153 = -517680.379483
  nChanged 20
		SP:Iteration 16Q (3961.640000 sec): 3 clusters
  Score: Raw -521764.715131 + Penalty 4078.120153 = -517686.594978
  nChanged 12
		SP:Iteration 17Q (3961.650000 sec): 3 clusters
  Score: Raw -521768.170313 + Penalty 4078.120153 = -517690.050160
  nChanged 8
		SP:Iteration 18Q (3961.670000 sec): 3 clusters
  Score: Raw -521771.231420 + Penalty 4078.120153 = -517693.111267
  nChanged 8
		SP:Iteration 19Q (3961.680000 sec): 3 clusters
  Score: Raw -521773.761686 + Penalty 4078.120153 = -517695.641533
  nChanged 11
		SP:Iteration 20F (3961.690000 sec): 3 clusters
  Score: Raw -521778.351327 + Penalty 4078.120153 = -517700.231175
  nChanged 19
		SP:Iteration 21Q (3961.710000 sec): 3 clusters
  Score: Raw -521785.397360 + Penalty 4078.120153 = -517707.277207
  nChanged 19
		SP:Iteration 22Q (3961.720000 sec): 3 clusters
  Score: Raw -521793.424139 + Penalty 4078.120153 = -517715.303986
  nChanged 25
		SP:Iteration 23Q (3961.730000 sec): 3 clusters
  Score: Raw -521803.244406 + Penalty 4078.120153 = -517725.124254
  nChanged 21
		SP:Iteration 24Q (3961.750000 sec): 3 clusters
  Score: Raw -521812.037578 + Penalty 4078.120153 = -517733.917425
  nChanged 23
		SP:Iteration 25Q (3961.760000 sec): 3 clusters
  Score: Raw -521822.312444 + Penalty 4078.120153 = -517744.192291
  nChanged 25
		SP:Iteration 26Q (3961.770000 sec): 3 clusters
  Score: Raw -521831.619215 + Penalty 4078.120153 = -517753.499062
  nChanged 19
		SP:Iteration 27Q (3961.790000 sec): 3 clusters
  Score: Raw -521838.711737 + Penalty 4078.120153 = -517760.591584
  nChanged 15
		SP:Iteration 28Q (3961.800000 sec): 3 clusters
  Score: Raw -521845.854205 + Penalty 4078.120153 = -517767.734052
  nChanged 21
		SP:Iteration 29Q (3961.810000 sec): 3 clusters
  Score: Raw -521855.320844 + Penalty 4078.120153 = -517777.200692
  nChanged 18
		SP:Iteration 30Q (3961.830000 sec): 3 clusters
  Score: Raw -521865.266142 + Penalty 4078.120153 = -517787.145989
  nChanged 28
		SP:Iteration 31Q (3961.840000 sec): 3 clusters
  Score: Raw -521879.772284 + Penalty 4078.120153 = -517801.652131
  nChanged 27
		SP:Iteration 32Q (3961.850000 sec): 3 clusters
  Score: Raw -521891.532581 + Penalty 4078.120153 = -517813.412428
  nChanged 24
		SP:Iteration 33Q (3961.870000 sec): 3 clusters
  Score: Raw -521904.306024 + Penalty 4078.120153 = -517826.185871
  nChanged 31
		SP:Iteration 34Q (3961.880000 sec): 3 clusters
  Score: Raw -521922.222961 + Penalty 4078.120153 = -517844.102808
  nChanged 31
		SP:Iteration 35Q (3961.890000 sec): 3 clusters
  Score: Raw -521943.318002 + Penalty 4078.120153 = -517865.197849
  nChanged 33
		SP:Iteration 36Q (3961.910000 sec): 3 clusters
  Score: Raw -521963.768014 + Penalty 4078.120153 = -517885.647861
  nChanged 31
		SP:Iteration 37Q (3961.920000 sec): 3 clusters
  Score: Raw -521983.533519 + Penalty 4078.120153 = -517905.413366
  nChanged 38
		SP:Iteration 38Q (3961.930000 sec): 3 clusters
  Score: Raw -522009.174578 + Penalty 4078.120153 = -517931.054425
  nChanged 48
		SP:Iteration 39Q (3961.950000 sec): 3 clusters
  Score: Raw -522042.713459 + Penalty 4078.120153 = -517964.593306
  nChanged 52
		SP:Iteration 40F (3961.960000 sec): 3 clusters
  Score: Raw -522079.335606 + Penalty 4078.120153 = -518001.215453
  nChanged 53
		SP:Iteration 41Q (3961.970000 sec): 3 clusters
  Score: Raw -522113.466579 + Penalty 4078.120153 = -518035.346426
  nChanged 42
		SP:Iteration 42Q (3961.990000 sec): 3 clusters
  Score: Raw -522144.716281 + Penalty 4078.120153 = -518066.596128
  nChanged 33
		SP:Iteration 43Q (3962.000000 sec): 3 clusters
  Score: Raw -522173.627992 + Penalty 4078.120153 = -518095.507839
  nChanged 52
		SP:Iteration 44Q (3962.010000 sec): 3 clusters
  Score: Raw -522221.767914 + Penalty 4078.120153 = -518143.647761
  nChanged 45
		SP:Iteration 45Q (3962.030000 sec): 3 clusters
  Score: Raw -522252.300247 + Penalty 4078.120153 = -518174.180094
  nChanged 38
		SP:Iteration 46Q (3962.040000 sec): 3 clusters
  Score: Raw -522275.770161 + Penalty 4078.120153 = -518197.650008
  nChanged 26
		SP:Iteration 47Q (3962.050000 sec): 3 clusters
  Score: Raw -522302.252279 + Penalty 4078.120153 = -518224.132126
  nChanged 33
		SP:Iteration 48Q (3962.060000 sec): 3 clusters
  Score: Raw -522323.167246 + Penalty 4078.120153 = -518245.047094
  nChanged 23
		SP:Iteration 49Q (3962.070000 sec): 3 clusters
  Score: Raw -522338.100745 + Penalty 4078.120153 = -518259.980592
  nChanged 26
		SP:Iteration 50Q (3962.090000 sec): 3 clusters
  Score: Raw -522356.373218 + Penalty 4078.120153 = -518278.253065
  nChanged 26
		SP:Iteration 51Q (3962.100000 sec): 3 clusters
  Score: Raw -522375.737483 + Penalty 4078.120153 = -518297.617330
  nChanged 26
		SP:Iteration 52Q (3962.110000 sec): 3 clusters
  Score: Raw -522396.507522 + Penalty 4078.120153 = -518318.387369
  nChanged 28
		SP:Iteration 53Q (3962.120000 sec): 3 clusters
  Score: Raw -522419.451560 + Penalty 4078.120153 = -518341.331407
  nChanged 30
		SP:Iteration 54Q (3962.130000 sec): 3 clusters
  Score: Raw -522441.701598 + Penalty 4078.120153 = -518363.581446
  nChanged 24
		SP:Iteration 55Q (3962.150000 sec): 3 clusters
  Score: Raw -522457.523091 + Penalty 4078.120153 = -518379.402938
  nChanged 26
		SP:Iteration 56Q (3962.160000 sec): 3 clusters
  Score: Raw -522474.298154 + Penalty 4078.120153 = -518396.178001
  nChanged 27
		SP:Iteration 57Q (3962.170000 sec): 3 clusters
  Score: Raw -522496.748063 + Penalty 4078.120153 = -518418.627910
  nChanged 39
		SP:Iteration 58Q (3962.180000 sec): 3 clusters
  Score: Raw -522538.348238 + Penalty 4078.120153 = -518460.228085
  nChanged 47
		SP:Iteration 59Q (3962.190000 sec): 3 clusters
  Score: Raw -522580.211287 + Penalty 4078.120153 = -518502.091134
  nChanged 42
		SP:Iteration 60F (3962.210000 sec): 3 clusters
  Score: Raw -522617.514493 + Penalty 4078.120153 = -518539.394340
  nChanged 38
		SP:Iteration 61Q (3962.220000 sec): 3 clusters
  Score: Raw -522649.263553 + Penalty 4078.120153 = -518571.143400
  nChanged 41
		SP:Iteration 62Q (3962.230000 sec): 3 clusters
  Score: Raw -522686.876189 + Penalty 4078.120153 = -518608.756036
  nChanged 46
		SP:Iteration 63Q (3962.240000 sec): 3 clusters
  Score: Raw -522729.729142 + Penalty 4078.120153 = -518651.608989
  nChanged 41
		SP:Iteration 64Q (3962.250000 sec): 3 clusters
  Score: Raw -522768.132568 + Penalty 4078.120153 = -518690.012415
  nChanged 39
		SP:Iteration 65Q (3962.270000 sec): 3 clusters
  Score: Raw -522799.575422 + Penalty 4078.120153 = -518721.455269
  nChanged 38
		SP:Iteration 66Q (3962.280000 sec): 3 clusters
  Score: Raw -522824.745934 + Penalty 4078.120153 = -518746.625781
  nChanged 24
		SP:Iteration 67Q (3962.290000 sec): 3 clusters
  Score: Raw -522841.519070 + Penalty 4078.120153 = -518763.398918
  nChanged 19
		SP:Iteration 68Q (3962.300000 sec): 3 clusters
  Score: Raw -522855.725781 + Penalty 4078.120153 = -518777.605628
  nChanged 17
		SP:Iteration 69Q (3962.310000 sec): 3 clusters
  Score: Raw -522867.796558 + Penalty 4078.120153 = -518789.676405
  nChanged 11
		SP:Iteration 70Q (3962.320000 sec): 3 clusters
  Score: Raw -522872.424944 + Penalty 4078.120153 = -518794.304791
  nChanged 8
		SP:Iteration 71Q (3962.330000 sec): 3 clusters
  Score: Raw -522877.188346 + Penalty 4078.120153 = -518799.068193
  nChanged 4
		SP:Iteration 72Q (3962.350000 sec): 3 clusters
  Score: Raw -522880.184579 + Penalty 4078.120153 = -518802.064426
  nChanged 2
		SP:Iteration 73Q (3962.360000 sec): 3 clusters
  Score: Raw -522881.228548 + Penalty 4078.120153 = -518803.108395
  nChanged 1
		SP:Iteration 74Q (3962.370000 sec): 3 clusters
  Score: Raw -522881.696072 + Penalty 4078.120153 = -518803.575919
  nChanged 3
		SP:Iteration 75Q (3962.380000 sec): 3 clusters
  Score: Raw -522883.578477 + Penalty 4078.120153 = -518805.458324
  nChanged 2
		SP:Iteration 76Q (3962.390000 sec): 3 clusters
  Score: Raw -522884.940280 + Penalty 4078.120153 = -518806.820127
  nChanged 2
		SP:Iteration 77Q (3962.400000 sec): 3 clusters
  Score: Raw -522885.736907 + Penalty 4078.120153 = -518807.616754
  nChanged 1
		SP:Iteration 78Q (3962.410000 sec): 3 clusters
  Score: Raw -522886.614413 + Penalty 4078.120153 = -518808.494260
  nChanged 1
		SP:Iteration 79Q (3962.430000 sec): 3 clusters
  Score: Raw -522886.840632 + Penalty 4078.120153 = -518808.720479
  nChanged 2
		SP:Iteration 80F (3962.440000 sec): 3 clusters
  Score: Raw -522887.460433 + Penalty 4078.120153 = -518809.340280
  nChanged 1
		SP:Iteration 81Q (3962.450000 sec): 3 clusters
  Score: Raw -522888.030474 + Penalty 4078.120153 = -518809.910321
  nChanged 1
		SP:Iteration 82Q (3962.460000 sec): 3 clusters
  Score: Raw -522888.613523 + Penalty 4078.120153 = -518810.493370
  nChanged 2
		SP:Iteration 83Q (3962.470000 sec): 3 clusters
  Score: Raw -522889.552479 + Penalty 4078.120153 = -518811.432326
  nChanged 1
		SP:Iteration 84Q (3962.490000 sec): 3 clusters
  Score: Raw -522889.900736 + Penalty 4078.120153 = -518811.780583
  nChanged 1
		SP:Iteration 85Q (3962.490000 sec): 3 clusters
  Score: Raw -522890.651395 + Penalty 4078.120153 = -518812.531242
  nChanged 2
		SP:Iteration 86Q (3962.510000 sec): 3 clusters
  Score: Raw -522891.253041 + Penalty 4078.120153 = -518813.132888
  nChanged 1
		SP:Iteration 87Q (3962.520000 sec): 3 clusters
  Score: Raw -522891.911904 + Penalty 4078.120153 = -518813.791751
  nChanged 0
		SP:Iteration 88F (3962.530000 sec): 3 clusters
  Score: Raw -522891.911904 + Penalty 4078.120153 = -518813.791751
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (2088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3962.540000 sec): 2 clusters
  Score: Raw -279211.497539 + Penalty 1895.702563 = -277315.794976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3962.550000 sec): 3 clusters
  Score: Raw -278635.734363 + Penalty 3791.405127 = -274844.329236
  nChanged 736
		SP:Iteration 1F (3962.560000 sec): 3 clusters
  Score: Raw -280200.896917 + Penalty 3791.405127 = -276409.491791
  nChanged 389
		SP:Iteration 2F (3962.560000 sec): 3 clusters
  Score: Raw -281829.802494 + Penalty 3791.405127 = -278038.397367
  nChanged 212
		SP:Iteration 3F (3962.570000 sec): 3 clusters
  Score: Raw -282532.343953 + Penalty 3791.405127 = -278740.938826
  nChanged 87
		SP:Iteration 4Q (3962.580000 sec): 3 clusters
  Score: Raw -282684.103144 + Penalty 3791.405127 = -278892.698017
  nChanged 29
		SP:Iteration 5Q (3962.580000 sec): 3 clusters
  Score: Raw -282764.838921 + Penalty 3791.405127 = -278973.433794
  nChanged 14
		SP:Iteration 6Q (3962.590000 sec): 3 clusters
  Score: Raw -282885.345154 + Penalty 3791.405127 = -279093.940028
  nChanged 12
		SP:Iteration 7Q (3962.590000 sec): 3 clusters
  Score: Raw -282995.151885 + Penalty 3791.405127 = -279203.746759
  nChanged 6
		SP:Iteration 8Q (3962.600000 sec): 3 clusters
  Score: Raw -283001.708523 + Penalty 3791.405127 = -279210.303397
  nChanged 3
		SP:Iteration 9Q (3962.610000 sec): 3 clusters
  Score: Raw -283004.849328 + Penalty 3791.405127 = -279213.444202
  nChanged 2
		SP:Iteration 10Q (3962.610000 sec): 3 clusters
  Score: Raw -283006.193711 + Penalty 3791.405127 = -279214.788584
  nChanged 0
		SP:Iteration 11F (3962.620000 sec): 3 clusters
  Score: Raw -283006.193711 + Penalty 3791.405127 = -279214.788584
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 23.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (35055 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3962.740000 sec): 2 clusters
  Score: Raw -5255597.260587 + Penalty 2595.239037 = -5253002.021550
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3962.870000 sec): 3 clusters
  Score: Raw -5234329.586042 + Penalty 5190.478074 = -5229139.107968
  nChanged 15869
		SP:Iteration 1F (3963.000000 sec): 3 clusters
  Score: Raw -5243089.225203 + Penalty 5190.478074 = -5237898.747130
  nChanged 1755
		SP:Iteration 2F (3963.130000 sec): 3 clusters
  Score: Raw -5243819.046166 + Penalty 5190.478074 = -5238628.568092
  nChanged 1690
		SP:Iteration 3Q (3963.260000 sec): 3 clusters
  Score: Raw -5244569.797288 + Penalty 5190.478074 = -5239379.319215
  nChanged 1628
		SP:Iteration 4Q (3963.390000 sec): 3 clusters
  Score: Raw -5245334.989599 + Penalty 5190.478074 = -5240144.511525
  nChanged 1650
		SP:Iteration 5Q (3963.520000 sec): 3 clusters
  Score: Raw -5246093.140453 + Penalty 5190.478074 = -5240902.662380
  nChanged 1546
		SP:Iteration 6Q (3963.650000 sec): 3 clusters
  Score: Raw -5246842.437952 + Penalty 5190.478074 = -5241651.959878
  nChanged 1510
		SP:Iteration 7Q (3963.790000 sec): 3 clusters
  Score: Raw -5247582.716216 + Penalty 5190.478074 = -5242392.238142
  nChanged 1547
		SP:Iteration 8Q (3963.910000 sec): 3 clusters
  Score: Raw -5248404.648516 + Penalty 5190.478074 = -5243214.170442
  nChanged 1614
		SP:Iteration 9Q (3964.040000 sec): 3 clusters
  Score: Raw -5249363.957261 + Penalty 5190.478074 = -5244173.479188
  nChanged 1649
		SP:Iteration 10Q (3964.170000 sec): 3 clusters
  Score: Raw -5250505.863870 + Penalty 5190.478074 = -5245315.385797
  nChanged 1634
		SP:Iteration 11Q (3964.300000 sec): 3 clusters
  Score: Raw -5251782.240251 + Penalty 5190.478074 = -5246591.762178
  nChanged 1461
		SP:Iteration 12Q (3964.420000 sec): 3 clusters
  Score: Raw -5252968.545482 + Penalty 5190.478074 = -5247778.067409
  nChanged 1119
		SP:Iteration 13Q (3964.540000 sec): 3 clusters
  Score: Raw -5253826.052951 + Penalty 5190.478074 = -5248635.574877
  nChanged 770
		SP:Iteration 14Q (3964.650000 sec): 3 clusters
  Score: Raw -5254360.181034 + Penalty 5190.478074 = -5249169.702961
  nChanged 576
		SP:Iteration 15Q (3964.760000 sec): 3 clusters
  Score: Raw -5254717.347586 + Penalty 5190.478074 = -5249526.869512
  nChanged 454
		SP:Iteration 16Q (3964.860000 sec): 3 clusters
  Score: Raw -5255000.821694 + Penalty 5190.478074 = -5249810.343620
  nChanged 354
		SP:Iteration 17Q (3964.960000 sec): 3 clusters
  Score: Raw -5255203.063241 + Penalty 5190.478074 = -5250012.585167
  nChanged 289
		SP:Iteration 18Q (3965.060000 sec): 3 clusters
  Score: Raw -5255371.809861 + Penalty 5190.478074 = -5250181.331787
  nChanged 225
		SP:Iteration 19Q (3965.160000 sec): 3 clusters
  Score: Raw -5255510.242670 + Penalty 5190.478074 = -5250319.764597
  nChanged 157
		SP:Iteration 20F (3965.290000 sec): 3 clusters
  Score: Raw -5255601.754460 + Penalty 5190.478074 = -5250411.276386
  nChanged 133
		SP:Iteration 21Q (3965.380000 sec): 3 clusters
  Score: Raw -5255673.522239 + Penalty 5190.478074 = -5250483.044166
  nChanged 77
		SP:Iteration 22Q (3965.480000 sec): 3 clusters
  Score: Raw -5255715.744566 + Penalty 5190.478074 = -5250525.266493
  nChanged 64
		SP:Iteration 23Q (3965.570000 sec): 3 clusters
  Score: Raw -5255749.737844 + Penalty 5190.478074 = -5250559.259770
  nChanged 62
		SP:Iteration 24Q (3965.670000 sec): 3 clusters
  Score: Raw -5255786.415568 + Penalty 5190.478074 = -5250595.937494
  nChanged 48
		SP:Iteration 25Q (3965.760000 sec): 3 clusters
  Score: Raw -5255818.740679 + Penalty 5190.478074 = -5250628.262606
  nChanged 48
		SP:Iteration 26Q (3965.850000 sec): 3 clusters
  Score: Raw -5255844.994109 + Penalty 5190.478074 = -5250654.516035
  nChanged 44
		SP:Iteration 27Q (3965.950000 sec): 3 clusters
  Score: Raw -5255867.700737 + Penalty 5190.478074 = -5250677.222663
  nChanged 34
		SP:Iteration 28Q (3966.040000 sec): 3 clusters
  Score: Raw -5255884.329251 + Penalty 5190.478074 = -5250693.851178
  nChanged 27
		SP:Iteration 29Q (3966.130000 sec): 3 clusters
  Score: Raw -5255898.442269 + Penalty 5190.478074 = -5250707.964196
  nChanged 17
		SP:Iteration 30Q (3966.220000 sec): 3 clusters
  Score: Raw -5255908.170139 + Penalty 5190.478074 = -5250717.692066
  nChanged 15
		SP:Iteration 31Q (3966.310000 sec): 3 clusters
  Score: Raw -5255916.232293 + Penalty 5190.478074 = -5250725.754219
  nChanged 15
		SP:Iteration 32Q (3966.410000 sec): 3 clusters
  Score: Raw -5255924.203029 + Penalty 5190.478074 = -5250733.724955
  nChanged 12
		SP:Iteration 33Q (3966.500000 sec): 3 clusters
  Score: Raw -5255932.330360 + Penalty 5190.478074 = -5250741.852287
  nChanged 16
		SP:Iteration 34Q (3966.590000 sec): 3 clusters
  Score: Raw -5255942.811739 + Penalty 5190.478074 = -5250752.333666
  nChanged 16
		SP:Iteration 35Q (3966.680000 sec): 3 clusters
  Score: Raw -5255952.145354 + Penalty 5190.478074 = -5250761.667280
  nChanged 14
		SP:Iteration 36Q (3966.770000 sec): 3 clusters
  Score: Raw -5255960.830231 + Penalty 5190.478074 = -5250770.352158
  nChanged 13
		SP:Iteration 37Q (3966.860000 sec): 3 clusters
  Score: Raw -5255969.589602 + Penalty 5190.478074 = -5250779.111528
  nChanged 13
		SP:Iteration 38Q (3966.950000 sec): 3 clusters
  Score: Raw -5255981.147772 + Penalty 5190.478074 = -5250790.669698
  nChanged 13
		SP:Iteration 39Q (3967.050000 sec): 3 clusters
  Score: Raw -5255989.026082 + Penalty 5190.478074 = -5250798.548009
  nChanged 9
		SP:Iteration 40F (3967.170000 sec): 3 clusters
  Score: Raw -5255993.328592 + Penalty 5190.478074 = -5250802.850519
  nChanged 3
		SP:Iteration 41Q (3967.260000 sec): 3 clusters
  Score: Raw -5255995.186513 + Penalty 5190.478074 = -5250804.708440
  nChanged 6
		SP:Iteration 42Q (3967.350000 sec): 3 clusters
  Score: Raw -5255999.683762 + Penalty 5190.478074 = -5250809.205689
  nChanged 5
		SP:Iteration 43Q (3967.450000 sec): 3 clusters
  Score: Raw -5256002.417156 + Penalty 5190.478074 = -5250811.939083
  nChanged 2
		SP:Iteration 44Q (3967.540000 sec): 3 clusters
  Score: Raw -5256004.503198 + Penalty 5190.478074 = -5250814.025124
  nChanged 2
		SP:Iteration 45Q (3967.630000 sec): 3 clusters
  Score: Raw -5256005.640412 + Penalty 5190.478074 = -5250815.162338
  nChanged 2
		SP:Iteration 46Q (3967.720000 sec): 3 clusters
  Score: Raw -5256006.499191 + Penalty 5190.478074 = -5250816.021117
  nChanged 1
		SP:Iteration 47Q (3967.810000 sec): 3 clusters
  Score: Raw -5256006.850206 + Penalty 5190.478074 = -5250816.372133
  nChanged 1
		SP:Iteration 48Q (3967.900000 sec): 3 clusters
  Score: Raw -5256007.439681 + Penalty 5190.478074 = -5250816.961607
  nChanged 0
		SP:Iteration 49F (3968.030000 sec): 3 clusters
  Score: Raw -5256007.439681 + Penalty 5190.478074 = -5250816.961607
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (21659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3968.100000 sec): 2 clusters
  Score: Raw -3063377.155095 + Penalty 2475.827735 = -3060901.327360
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3968.180000 sec): 3 clusters
  Score: Raw -3050727.295317 + Penalty 4951.655470 = -3045775.639846
  nChanged 9554
		SP:Iteration 1F (3968.260000 sec): 3 clusters
  Score: Raw -3055903.682020 + Penalty 4951.655470 = -3050952.026549
  nChanged 1195
		SP:Iteration 2F (3968.340000 sec): 3 clusters
  Score: Raw -3056357.063750 + Penalty 4951.655470 = -3051405.408280
  nChanged 1010
		SP:Iteration 3Q (3968.420000 sec): 3 clusters
  Score: Raw -3056718.742096 + Penalty 4951.655470 = -3051767.086626
  nChanged 910
		SP:Iteration 4Q (3968.500000 sec): 3 clusters
  Score: Raw -3057039.772578 + Penalty 4951.655470 = -3052088.117108
  nChanged 843
		SP:Iteration 5Q (3968.580000 sec): 3 clusters
  Score: Raw -3057340.285633 + Penalty 4951.655470 = -3052388.630163
  nChanged 754
		SP:Iteration 6Q (3968.660000 sec): 3 clusters
  Score: Raw -3057593.772328 + Penalty 4951.655470 = -3052642.116858
  nChanged 726
		SP:Iteration 7Q (3968.740000 sec): 3 clusters
  Score: Raw -3057856.896632 + Penalty 4951.655470 = -3052905.241161
  nChanged 716
		SP:Iteration 8Q (3968.830000 sec): 3 clusters
  Score: Raw -3058102.280699 + Penalty 4951.655470 = -3053150.625229
  nChanged 668
		SP:Iteration 9Q (3968.910000 sec): 3 clusters
  Score: Raw -3058338.542045 + Penalty 4951.655470 = -3053386.886575
  nChanged 673
		SP:Iteration 10Q (3968.990000 sec): 3 clusters
  Score: Raw -3058606.987336 + Penalty 4951.655470 = -3053655.331866
  nChanged 699
		SP:Iteration 11Q (3969.070000 sec): 3 clusters
  Score: Raw -3058938.315696 + Penalty 4951.655470 = -3053986.660226
  nChanged 792
		SP:Iteration 12Q (3969.150000 sec): 3 clusters
  Score: Raw -3059362.851395 + Penalty 4951.655470 = -3054411.195925
  nChanged 845
		SP:Iteration 13Q (3969.230000 sec): 3 clusters
  Score: Raw -3059879.333198 + Penalty 4951.655470 = -3054927.677728
  nChanged 896
		SP:Iteration 14Q (3969.310000 sec): 3 clusters
  Score: Raw -3060439.153153 + Penalty 4951.655470 = -3055487.497683
  nChanged 827
		SP:Iteration 15Q (3969.390000 sec): 3 clusters
  Score: Raw -3060906.728349 + Penalty 4951.655470 = -3055955.072879
  nChanged 669
		SP:Iteration 16Q (3969.470000 sec): 3 clusters
  Score: Raw -3061206.254997 + Penalty 4951.655470 = -3056254.599527
  nChanged 484
		SP:Iteration 17Q (3969.550000 sec): 3 clusters
  Score: Raw -3061357.073636 + Penalty 4951.655470 = -3056405.418165
  nChanged 347
		SP:Iteration 18Q (3969.620000 sec): 3 clusters
  Score: Raw -3061449.247057 + Penalty 4951.655470 = -3056497.591586
  nChanged 269
		SP:Iteration 19Q (3969.700000 sec): 3 clusters
  Score: Raw -3061519.289156 + Penalty 4951.655470 = -3056567.633686
  nChanged 232
		SP:Iteration 20F (3969.770000 sec): 3 clusters
  Score: Raw -3061573.367138 + Penalty 4951.655470 = -3056621.711667
  nChanged 184
		SP:Iteration 21Q (3969.850000 sec): 3 clusters
  Score: Raw -3061616.561431 + Penalty 4951.655470 = -3056664.905961
  nChanged 172
		SP:Iteration 22Q (3969.930000 sec): 3 clusters
  Score: Raw -3061647.193155 + Penalty 4951.655470 = -3056695.537685
  nChanged 132
		SP:Iteration 23Q (3970.000000 sec): 3 clusters
  Score: Raw -3061670.346966 + Penalty 4951.655470 = -3056718.691496
  nChanged 132
		SP:Iteration 24Q (3970.080000 sec): 3 clusters
  Score: Raw -3061693.738953 + Penalty 4951.655470 = -3056742.083483
  nChanged 125
		SP:Iteration 25Q (3970.150000 sec): 3 clusters
  Score: Raw -3061713.938744 + Penalty 4951.655470 = -3056762.283274
  nChanged 102
		SP:Iteration 26Q (3970.230000 sec): 3 clusters
  Score: Raw -3061733.509086 + Penalty 4951.655470 = -3056781.853616
  nChanged 112
		SP:Iteration 27Q (3970.300000 sec): 3 clusters
  Score: Raw -3061750.579048 + Penalty 4951.655470 = -3056798.923578
  nChanged 102
		SP:Iteration 28Q (3970.380000 sec): 3 clusters
  Score: Raw -3061765.150205 + Penalty 4951.655470 = -3056813.494735
  nChanged 84
		SP:Iteration 29Q (3970.450000 sec): 3 clusters
  Score: Raw -3061777.953990 + Penalty 4951.655470 = -3056826.298520
  nChanged 86
		SP:Iteration 30Q (3970.530000 sec): 3 clusters
  Score: Raw -3061789.709142 + Penalty 4951.655470 = -3056838.053672
  nChanged 71
		SP:Iteration 31Q (3970.600000 sec): 3 clusters
  Score: Raw -3061798.066154 + Penalty 4951.655470 = -3056846.410683
  nChanged 74
		SP:Iteration 32Q (3970.670000 sec): 3 clusters
  Score: Raw -3061807.230330 + Penalty 4951.655470 = -3056855.574860
  nChanged 79
		SP:Iteration 33Q (3970.750000 sec): 3 clusters
  Score: Raw -3061819.688238 + Penalty 4951.655470 = -3056868.032768
  nChanged 81
		SP:Iteration 34Q (3970.830000 sec): 3 clusters
  Score: Raw -3061831.787273 + Penalty 4951.655470 = -3056880.131803
  nChanged 83
		SP:Iteration 35Q (3970.900000 sec): 3 clusters
  Score: Raw -3061844.631190 + Penalty 4951.655470 = -3056892.975719
  nChanged 99
		SP:Iteration 36Q (3970.980000 sec): 3 clusters
  Score: Raw -3061857.471898 + Penalty 4951.655470 = -3056905.816428
  nChanged 82
		SP:Iteration 37Q (3971.050000 sec): 3 clusters
  Score: Raw -3061869.775728 + Penalty 4951.655470 = -3056918.120258
  nChanged 71
		SP:Iteration 38Q (3971.130000 sec): 3 clusters
  Score: Raw -3061879.709327 + Penalty 4951.655470 = -3056928.053857
  nChanged 74
		SP:Iteration 39Q (3971.210000 sec): 3 clusters
  Score: Raw -3061889.860545 + Penalty 4951.655470 = -3056938.205075
  nChanged 74
		SP:Iteration 40F (3971.280000 sec): 3 clusters
  Score: Raw -3061899.207126 + Penalty 4951.655470 = -3056947.551655
  nChanged 66
		SP:Iteration 41Q (3971.360000 sec): 3 clusters
  Score: Raw -3061907.535368 + Penalty 4951.655470 = -3056955.879897
  nChanged 65
		SP:Iteration 42Q (3971.430000 sec): 3 clusters
  Score: Raw -3061916.013576 + Penalty 4951.655470 = -3056964.358105
  nChanged 64
		SP:Iteration 43Q (3971.510000 sec): 3 clusters
  Score: Raw -3061923.807103 + Penalty 4951.655470 = -3056972.151632
  nChanged 53
		SP:Iteration 44Q (3971.580000 sec): 3 clusters
  Score: Raw -3061929.998254 + Penalty 4951.655470 = -3056978.342783
  nChanged 46
		SP:Iteration 45Q (3971.650000 sec): 3 clusters
  Score: Raw -3061935.303553 + Penalty 4951.655470 = -3056983.648082
  nChanged 49
		SP:Iteration 46Q (3971.730000 sec): 3 clusters
  Score: Raw -3061940.615993 + Penalty 4951.655470 = -3056988.960523
  nChanged 51
		SP:Iteration 47Q (3971.800000 sec): 3 clusters
  Score: Raw -3061945.513590 + Penalty 4951.655470 = -3056993.858120
  nChanged 28
		SP:Iteration 48Q (3971.880000 sec): 3 clusters
  Score: Raw -3061947.977456 + Penalty 4951.655470 = -3056996.321985
  nChanged 21
		SP:Iteration 49Q (3971.950000 sec): 3 clusters
  Score: Raw -3061949.362767 + Penalty 4951.655470 = -3056997.707297
  nChanged 17
		SP:Iteration 50Q (3972.030000 sec): 3 clusters
  Score: Raw -3061950.654355 + Penalty 4951.655470 = -3056998.998885
  nChanged 13
		SP:Iteration 51Q (3972.100000 sec): 3 clusters
  Score: Raw -3061951.747515 + Penalty 4951.655470 = -3057000.092044
  nChanged 15
		SP:Iteration 52Q (3972.170000 sec): 3 clusters
  Score: Raw -3061953.117810 + Penalty 4951.655470 = -3057001.462340
  nChanged 16
		SP:Iteration 53Q (3972.250000 sec): 3 clusters
  Score: Raw -3061954.726495 + Penalty 4951.655470 = -3057003.071024
  nChanged 22
		SP:Iteration 54Q (3972.330000 sec): 3 clusters
  Score: Raw -3061956.386857 + Penalty 4951.655470 = -3057004.731387
  nChanged 22
		SP:Iteration 55Q (3972.400000 sec): 3 clusters
  Score: Raw -3061958.262952 + Penalty 4951.655470 = -3057006.607482
  nChanged 29
		SP:Iteration 56Q (3972.480000 sec): 3 clusters
  Score: Raw -3061961.397077 + Penalty 4951.655470 = -3057009.741607
  nChanged 34
		SP:Iteration 57Q (3972.550000 sec): 3 clusters
  Score: Raw -3061964.954448 + Penalty 4951.655470 = -3057013.298978
  nChanged 36
		SP:Iteration 58Q (3972.630000 sec): 3 clusters
  Score: Raw -3061968.703479 + Penalty 4951.655470 = -3057017.048009
  nChanged 39
		SP:Iteration 59Q (3972.710000 sec): 3 clusters
  Score: Raw -3061972.846775 + Penalty 4951.655470 = -3057021.191304
  nChanged 44
		SP:Iteration 60F (3972.790000 sec): 3 clusters
  Score: Raw -3061978.080481 + Penalty 4951.655470 = -3057026.425010
  nChanged 53
		SP:Iteration 61Q (3972.860000 sec): 3 clusters
  Score: Raw -3061984.858547 + Penalty 4951.655470 = -3057033.203077
  nChanged 63
		SP:Iteration 62Q (3972.940000 sec): 3 clusters
  Score: Raw -3061992.512460 + Penalty 4951.655470 = -3057040.856990
  nChanged 55
		SP:Iteration 63Q (3973.010000 sec): 3 clusters
  Score: Raw -3061998.828686 + Penalty 4951.655470 = -3057047.173216
  nChanged 37
		SP:Iteration 64Q (3973.090000 sec): 3 clusters
  Score: Raw -3062002.081561 + Penalty 4951.655470 = -3057050.426091
  nChanged 30
		SP:Iteration 65Q (3973.160000 sec): 3 clusters
  Score: Raw -3062004.673249 + Penalty 4951.655470 = -3057053.017779
  nChanged 25
		SP:Iteration 66Q (3973.240000 sec): 3 clusters
  Score: Raw -3062007.160775 + Penalty 4951.655470 = -3057055.505305
  nChanged 28
		SP:Iteration 67Q (3973.310000 sec): 3 clusters
  Score: Raw -3062010.084763 + Penalty 4951.655470 = -3057058.429293
  nChanged 33
		SP:Iteration 68Q (3973.390000 sec): 3 clusters
  Score: Raw -3062013.591766 + Penalty 4951.655470 = -3057061.936296
  nChanged 38
		SP:Iteration 69Q (3973.460000 sec): 3 clusters
  Score: Raw -3062016.944407 + Penalty 4951.655470 = -3057065.288937
  nChanged 35
		SP:Iteration 70Q (3973.540000 sec): 3 clusters
  Score: Raw -3062019.772697 + Penalty 4951.655470 = -3057068.117227
  nChanged 31
		SP:Iteration 71Q (3973.610000 sec): 3 clusters
  Score: Raw -3062022.806594 + Penalty 4951.655470 = -3057071.151124
  nChanged 35
		SP:Iteration 72Q (3973.690000 sec): 3 clusters
  Score: Raw -3062026.054383 + Penalty 4951.655470 = -3057074.398912
  nChanged 33
		SP:Iteration 73Q (3973.760000 sec): 3 clusters
  Score: Raw -3062028.869514 + Penalty 4951.655470 = -3057077.214044
  nChanged 31
		SP:Iteration 74Q (3973.840000 sec): 3 clusters
  Score: Raw -3062031.298883 + Penalty 4951.655470 = -3057079.643413
  nChanged 32
		SP:Iteration 75Q (3973.910000 sec): 3 clusters
  Score: Raw -3062033.729651 + Penalty 4951.655470 = -3057082.074181
  nChanged 31
		SP:Iteration 76Q (3973.990000 sec): 3 clusters
  Score: Raw -3062035.869402 + Penalty 4951.655470 = -3057084.213931
  nChanged 26
		SP:Iteration 77Q (3974.060000 sec): 3 clusters
  Score: Raw -3062038.040678 + Penalty 4951.655470 = -3057086.385208
  nChanged 25
		SP:Iteration 78Q (3974.140000 sec): 3 clusters
  Score: Raw -3062040.067446 + Penalty 4951.655470 = -3057088.411976
  nChanged 33
		SP:Iteration 79Q (3974.210000 sec): 3 clusters
  Score: Raw -3062042.902692 + Penalty 4951.655470 = -3057091.247222
  nChanged 30
		SP:Iteration 80F (3974.290000 sec): 3 clusters
  Score: Raw -3062045.496704 + Penalty 4951.655470 = -3057093.841233
  nChanged 26
		SP:Iteration 81Q (3974.370000 sec): 3 clusters
  Score: Raw -3062047.795323 + Penalty 4951.655470 = -3057096.139853
  nChanged 30
		SP:Iteration 82Q (3974.440000 sec): 3 clusters
  Score: Raw -3062051.228853 + Penalty 4951.655470 = -3057099.573383
  nChanged 34
		SP:Iteration 83Q (3974.520000 sec): 3 clusters
  Score: Raw -3062055.092601 + Penalty 4951.655470 = -3057103.437130
  nChanged 39
		SP:Iteration 84Q (3974.600000 sec): 3 clusters
  Score: Raw -3062058.629574 + Penalty 4951.655470 = -3057106.974103
  nChanged 33
		SP:Iteration 85Q (3974.670000 sec): 3 clusters
  Score: Raw -3062061.999454 + Penalty 4951.655470 = -3057110.343984
  nChanged 35
		SP:Iteration 86Q (3974.750000 sec): 3 clusters
  Score: Raw -3062065.744363 + Penalty 4951.655470 = -3057114.088893
  nChanged 36
		SP:Iteration 87Q (3974.820000 sec): 3 clusters
  Score: Raw -3062069.359160 + Penalty 4951.655470 = -3057117.703690
  nChanged 46
		SP:Iteration 88Q (3974.900000 sec): 3 clusters
  Score: Raw -3062074.514134 + Penalty 4951.655470 = -3057122.858664
  nChanged 52
		SP:Iteration 89Q (3974.980000 sec): 3 clusters
  Score: Raw -3062081.340379 + Penalty 4951.655470 = -3057129.684909
  nChanged 61
		SP:Iteration 90Q (3975.050000 sec): 3 clusters
  Score: Raw -3062091.097419 + Penalty 4951.655470 = -3057139.441949
  nChanged 82
		SP:Iteration 91Q (3975.130000 sec): 3 clusters
  Score: Raw -3062103.070735 + Penalty 4951.655470 = -3057151.415265
  nChanged 89
		SP:Iteration 92Q (3975.200000 sec): 3 clusters
  Score: Raw -3062117.022143 + Penalty 4951.655470 = -3057165.366673
  nChanged 102
		SP:Iteration 93Q (3975.280000 sec): 3 clusters
  Score: Raw -3062134.654677 + Penalty 4951.655470 = -3057182.999206
  nChanged 109
		SP:Iteration 94Q (3975.350000 sec): 3 clusters
  Score: Raw -3062153.823554 + Penalty 4951.655470 = -3057202.168083
  nChanged 95
		SP:Iteration 95Q (3975.430000 sec): 3 clusters
  Score: Raw -3062168.769451 + Penalty 4951.655470 = -3057217.113981
  nChanged 88
		SP:Iteration 96Q (3975.500000 sec): 3 clusters
  Score: Raw -3062180.461076 + Penalty 4951.655470 = -3057228.805605
  nChanged 72
		SP:Iteration 97Q (3975.580000 sec): 3 clusters
  Score: Raw -3062192.208858 + Penalty 4951.655470 = -3057240.553388
  nChanged 83
		SP:Iteration 98Q (3975.650000 sec): 3 clusters
  Score: Raw -3062205.162982 + Penalty 4951.655470 = -3057253.507512
  nChanged 87
		SP:Iteration 99Q (3975.730000 sec): 3 clusters
  Score: Raw -3062221.425015 + Penalty 4951.655470 = -3057269.769545
  nChanged 100
		SP:Iteration 100F (3975.810000 sec): 3 clusters
  Score: Raw -3062237.033588 + Penalty 4951.655470 = -3057285.378117
  nChanged 89
		SP:Iteration 101Q (3975.880000 sec): 3 clusters
  Score: Raw -3062249.614445 + Penalty 4951.655470 = -3057297.958975
  nChanged 87
		SP:Iteration 102Q (3975.960000 sec): 3 clusters
  Score: Raw -3062262.987555 + Penalty 4951.655470 = -3057311.332085
  nChanged 86
		SP:Iteration 103Q (3976.030000 sec): 3 clusters
  Score: Raw -3062276.226303 + Penalty 4951.655470 = -3057324.570832
  nChanged 73
		SP:Iteration 104Q (3976.110000 sec): 3 clusters
  Score: Raw -3062288.199574 + Penalty 4951.655470 = -3057336.544104
  nChanged 76
		SP:Iteration 105Q (3976.180000 sec): 3 clusters
  Score: Raw -3062300.962884 + Penalty 4951.655470 = -3057349.307414
  nChanged 79
		SP:Iteration 106Q (3976.260000 sec): 3 clusters
  Score: Raw -3062314.137384 + Penalty 4951.655470 = -3057362.481914
  nChanged 88
		SP:Iteration 107Q (3976.330000 sec): 3 clusters
  Score: Raw -3062330.336776 + Penalty 4951.655470 = -3057378.681306
  nChanged 102
		SP:Iteration 108Q (3976.400000 sec): 3 clusters
  Score: Raw -3062348.676441 + Penalty 4951.655470 = -3057397.020971
  nChanged 99
		SP:Iteration 109Q (3976.480000 sec): 3 clusters
  Score: Raw -3062368.108893 + Penalty 4951.655470 = -3057416.453423
  nChanged 104
		SP:Iteration 110Q (3976.550000 sec): 3 clusters
  Score: Raw -3062388.024637 + Penalty 4951.655470 = -3057436.369166
  nChanged 90
		SP:Iteration 111Q (3976.630000 sec): 3 clusters
  Score: Raw -3062403.598978 + Penalty 4951.655470 = -3057451.943508
  nChanged 84
		SP:Iteration 112Q (3976.700000 sec): 3 clusters
  Score: Raw -3062419.141330 + Penalty 4951.655470 = -3057467.485860
  nChanged 98
		SP:Iteration 113Q (3976.770000 sec): 3 clusters
  Score: Raw -3062441.569025 + Penalty 4951.655470 = -3057489.913555
  nChanged 112
		SP:Iteration 114Q (3976.850000 sec): 3 clusters
  Score: Raw -3062465.052412 + Penalty 4951.655470 = -3057513.396941
  nChanged 108
		SP:Iteration 115Q (3976.920000 sec): 3 clusters
  Score: Raw -3062487.983903 + Penalty 4951.655470 = -3057536.328433
  nChanged 117
		SP:Iteration 116Q (3976.990000 sec): 3 clusters
  Score: Raw -3062511.849769 + Penalty 4951.655470 = -3057560.194299
  nChanged 106
		SP:Iteration 117Q (3977.070000 sec): 3 clusters
  Score: Raw -3062534.531874 + Penalty 4951.655470 = -3057582.876404
  nChanged 119
		SP:Iteration 118Q (3977.140000 sec): 3 clusters
  Score: Raw -3062558.171344 + Penalty 4951.655470 = -3057606.515874
  nChanged 115
		SP:Iteration 119Q (3977.210000 sec): 3 clusters
  Score: Raw -3062582.040065 + Penalty 4951.655470 = -3057630.384595
  nChanged 110
		SP:Iteration 120F (3977.290000 sec): 3 clusters
  Score: Raw -3062607.880259 + Penalty 4951.655470 = -3057656.224788
  nChanged 124
		SP:Iteration 121Q (3977.360000 sec): 3 clusters
  Score: Raw -3062639.568206 + Penalty 4951.655470 = -3057687.912736
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		SP:Iteration 122Q (3977.440000 sec): 3 clusters
  Score: Raw -3062664.410143 + Penalty 4951.655470 = -3057712.754672
  nChanged 130
		SP:Iteration 123Q (3977.510000 sec): 3 clusters
  Score: Raw -3062694.074945 + Penalty 4951.655470 = -3057742.419475
  nChanged 124
		SP:Iteration 124Q (3977.580000 sec): 3 clusters
  Score: Raw -3062724.092629 + Penalty 4951.655470 = -3057772.437159
  nChanged 126
		SP:Iteration 125Q (3977.660000 sec): 3 clusters
  Score: Raw -3062754.706408 + Penalty 4951.655470 = -3057803.050938
  nChanged 110
		SP:Iteration 126Q (3977.730000 sec): 3 clusters
  Score: Raw -3062783.459759 + Penalty 4951.655470 = -3057831.804289
  nChanged 130
		SP:Iteration 127Q (3977.800000 sec): 3 clusters
  Score: Raw -3062817.165035 + Penalty 4951.655470 = -3057865.509565
  nChanged 139
		SP:Iteration 128Q (3977.880000 sec): 3 clusters
  Score: Raw -3062852.655516 + Penalty 4951.655470 = -3057901.000045
  nChanged 115
		SP:Iteration 129Q (3977.950000 sec): 3 clusters
  Score: Raw -3062882.879438 + Penalty 4951.655470 = -3057931.223968
  nChanged 110
		SP:Iteration 130Q (3978.020000 sec): 3 clusters
  Score: Raw -3062915.804292 + Penalty 4951.655470 = -3057964.148822
  nChanged 110
		SP:Iteration 131Q (3978.090000 sec): 3 clusters
  Score: Raw -3062948.946467 + Penalty 4951.655470 = -3057997.290996
  nChanged 122
		SP:Iteration 132Q (3978.160000 sec): 3 clusters
  Score: Raw -3062982.990768 + Penalty 4951.655470 = -3058031.335298
  nChanged 107
		SP:Iteration 133Q (3978.230000 sec): 3 clusters
  Score: Raw -3063017.825285 + Penalty 4951.655470 = -3058066.169814
  nChanged 108
		SP:Iteration 134Q (3978.300000 sec): 3 clusters
  Score: Raw -3063051.955002 + Penalty 4951.655470 = -3058100.299532
  nChanged 109
		SP:Iteration 135Q (3978.370000 sec): 3 clusters
  Score: Raw -3063081.227143 + Penalty 4951.655470 = -3058129.571673
  nChanged 102
		SP:Iteration 136Q (3978.440000 sec): 3 clusters
  Score: Raw -3063108.938083 + Penalty 4951.655470 = -3058157.282613
  nChanged 102
		SP:Iteration 137Q (3978.510000 sec): 3 clusters
  Score: Raw -3063133.738672 + Penalty 4951.655470 = -3058182.083202
  nChanged 86
		SP:Iteration 138Q (3978.580000 sec): 3 clusters
  Score: Raw -3063153.974025 + Penalty 4951.655470 = -3058202.318555
  nChanged 73
		SP:Iteration 139Q (3978.650000 sec): 3 clusters
  Score: Raw -3063170.415733 + Penalty 4951.655470 = -3058218.760263
  nChanged 69
		SP:Iteration 140F (3978.730000 sec): 3 clusters
  Score: Raw -3063184.485883 + Penalty 4951.655470 = -3058232.830413
  nChanged 67
		SP:Iteration 141Q (3978.800000 sec): 3 clusters
  Score: Raw -3063197.832327 + Penalty 4951.655470 = -3058246.176856
  nChanged 59
		SP:Iteration 142Q (3978.870000 sec): 3 clusters
  Score: Raw -3063209.083088 + Penalty 4951.655470 = -3058257.427618
  nChanged 68
		SP:Iteration 143Q (3978.940000 sec): 3 clusters
  Score: Raw -3063221.442777 + Penalty 4951.655470 = -3058269.787307
  nChanged 65
		SP:Iteration 144Q (3979.010000 sec): 3 clusters
  Score: Raw -3063232.080364 + Penalty 4951.655470 = -3058280.424894
  nChanged 48
		SP:Iteration 145Q (3979.080000 sec): 3 clusters
  Score: Raw -3063238.608861 + Penalty 4951.655470 = -3058286.953391
  nChanged 33
		SP:Iteration 146Q (3979.140000 sec): 3 clusters
  Score: Raw -3063243.398650 + Penalty 4951.655470 = -3058291.743179
  nChanged 30
		SP:Iteration 147Q (3979.210000 sec): 3 clusters
  Score: Raw -3063247.643585 + Penalty 4951.655470 = -3058295.988115
  nChanged 30
		SP:Iteration 148Q (3979.280000 sec): 3 clusters
  Score: Raw -3063252.562054 + Penalty 4951.655470 = -3058300.906583
  nChanged 27
		SP:Iteration 149Q (3979.350000 sec): 3 clusters
  Score: Raw -3063256.471841 + Penalty 4951.655470 = -3058304.816370
  nChanged 25
		SP:Iteration 150Q (3979.420000 sec): 3 clusters
  Score: Raw -3063260.363663 + Penalty 4951.655470 = -3058308.708193
  nChanged 21
		SP:Iteration 151Q (3979.480000 sec): 3 clusters
  Score: Raw -3063265.512431 + Penalty 4951.655470 = -3058313.856961
  nChanged 23
		SP:Iteration 152Q (3979.550000 sec): 3 clusters
  Score: Raw -3063268.948079 + Penalty 4951.655470 = -3058317.292609
  nChanged 32
		SP:Iteration 153Q (3979.620000 sec): 3 clusters
  Score: Raw -3063274.450579 + Penalty 4951.655470 = -3058322.795109
  nChanged 27
		SP:Iteration 154Q (3979.680000 sec): 3 clusters
  Score: Raw -3063278.270000 + Penalty 4951.655470 = -3058326.614530
  nChanged 16
		SP:Iteration 155Q (3979.750000 sec): 3 clusters
  Score: Raw -3063280.497903 + Penalty 4951.655470 = -3058328.842433
  nChanged 21
		SP:Iteration 156Q (3979.820000 sec): 3 clusters
  Score: Raw -3063283.499106 + Penalty 4951.655470 = -3058331.843636
  nChanged 21
		SP:Iteration 157Q (3979.890000 sec): 3 clusters
  Score: Raw -3063286.184678 + Penalty 4951.655470 = -3058334.529207
  nChanged 19
		SP:Iteration 158Q (3979.960000 sec): 3 clusters
  Score: Raw -3063288.770999 + Penalty 4951.655470 = -3058337.115528
  nChanged 17
		SP:Iteration 159Q (3980.020000 sec): 3 clusters
  Score: Raw -3063290.945407 + Penalty 4951.655470 = -3058339.289936
  nChanged 14
		SP:Iteration 160F (3980.100000 sec): 3 clusters
  Score: Raw -3063292.420104 + Penalty 4951.655470 = -3058340.764634
  nChanged 6
		SP:Iteration 161Q (3980.170000 sec): 3 clusters
  Score: Raw -3063293.036941 + Penalty 4951.655470 = -3058341.381471
  nChanged 7
		SP:Iteration 162Q (3980.240000 sec): 3 clusters
  Score: Raw -3063293.552586 + Penalty 4951.655470 = -3058341.897116
  nChanged 5
		SP:Iteration 163Q (3980.300000 sec): 3 clusters
  Score: Raw -3063294.088351 + Penalty 4951.655470 = -3058342.432881
  nChanged 6
		SP:Iteration 164Q (3980.370000 sec): 3 clusters
  Score: Raw -3063294.782812 + Penalty 4951.655470 = -3058343.127342
  nChanged 6
		SP:Iteration 165Q (3980.440000 sec): 3 clusters
  Score: Raw -3063295.529379 + Penalty 4951.655470 = -3058343.873909
  nChanged 4
		SP:Iteration 166Q (3980.510000 sec): 3 clusters
  Score: Raw -3063295.949838 + Penalty 4951.655470 = -3058344.294368
  nChanged 5
		SP:Iteration 167Q (3980.580000 sec): 3 clusters
  Score: Raw -3063296.821999 + Penalty 4951.655470 = -3058345.166529
  nChanged 5
		SP:Iteration 168Q (3980.640000 sec): 3 clusters
  Score: Raw -3063297.448438 + Penalty 4951.655470 = -3058345.792967
  nChanged 12
		SP:Iteration 169Q (3980.710000 sec): 3 clusters
  Score: Raw -3063299.173132 + Penalty 4951.655470 = -3058347.517661
  nChanged 9
		SP:Iteration 170Q (3980.780000 sec): 3 clusters
  Score: Raw -3063300.189094 + Penalty 4951.655470 = -3058348.533624
  nChanged 12
		SP:Iteration 171Q (3980.840000 sec): 3 clusters
  Score: Raw -3063302.251938 + Penalty 4951.655470 = -3058350.596468
  nChanged 15
		SP:Iteration 172Q (3980.910000 sec): 3 clusters
  Score: Raw -3063304.620425 + Penalty 4951.655470 = -3058352.964955
  nChanged 12
		SP:Iteration 173Q (3980.980000 sec): 3 clusters
  Score: Raw -3063305.685327 + Penalty 4951.655470 = -3058354.029857
  nChanged 6
		SP:Iteration 174Q (3981.040000 sec): 3 clusters
  Score: Raw -3063306.386929 + Penalty 4951.655470 = -3058354.731459
  nChanged 6
		SP:Iteration 175Q (3981.110000 sec): 3 clusters
  Score: Raw -3063306.987516 + Penalty 4951.655470 = -3058355.332046
  nChanged 8
		SP:Iteration 176Q (3981.180000 sec): 3 clusters
  Score: Raw -3063307.725889 + Penalty 4951.655470 = -3058356.070419
  nChanged 9
		SP:Iteration 177Q (3981.240000 sec): 3 clusters
  Score: Raw -3063308.631365 + Penalty 4951.655470 = -3058356.975895
  nChanged 8
		SP:Iteration 178Q (3981.310000 sec): 3 clusters
  Score: Raw -3063309.464339 + Penalty 4951.655470 = -3058357.808869
  nChanged 9
		SP:Iteration 179Q (3981.380000 sec): 3 clusters
  Score: Raw -3063310.356434 + Penalty 4951.655470 = -3058358.700964
  nChanged 9
		SP:Iteration 180F (3981.460000 sec): 3 clusters
  Score: Raw -3063311.186140 + Penalty 4951.655470 = -3058359.530669
  nChanged 8
		SP:Iteration 181Q (3981.520000 sec): 3 clusters
  Score: Raw -3063312.221244 + Penalty 4951.655470 = -3058360.565773
  nChanged 6
		SP:Iteration 182Q (3981.590000 sec): 3 clusters
  Score: Raw -3063312.901357 + Penalty 4951.655470 = -3058361.245886
  nChanged 4
		SP:Iteration 183Q (3981.660000 sec): 3 clusters
  Score: Raw -3063313.748513 + Penalty 4951.655470 = -3058362.093042
  nChanged 3
		SP:Iteration 184Q (3981.720000 sec): 3 clusters
  Score: Raw -3063314.191740 + Penalty 4951.655470 = -3058362.536269
  nChanged 5
		SP:Iteration 185Q (3981.790000 sec): 3 clusters
  Score: Raw -3063314.782932 + Penalty 4951.655470 = -3058363.127462
  nChanged 7
		SP:Iteration 186Q (3981.860000 sec): 3 clusters
  Score: Raw -3063315.783853 + Penalty 4951.655470 = -3058364.128383
  nChanged 4
		SP:Iteration 187Q (3981.920000 sec): 3 clusters
  Score: Raw -3063316.074584 + Penalty 4951.655470 = -3058364.419114
  nChanged 6
		SP:Iteration 188Q (3981.990000 sec): 3 clusters
  Score: Raw -3063317.251043 + Penalty 4951.655470 = -3058365.595573
  nChanged 11
		SP:Iteration 189Q (3982.060000 sec): 3 clusters
  Score: Raw -3063319.382895 + Penalty 4951.655470 = -3058367.727424
  nChanged 14
		SP:Iteration 190Q (3982.120000 sec): 3 clusters
  Score: Raw -3063320.896330 + Penalty 4951.655470 = -3058369.240860
  nChanged 14
		SP:Iteration 191Q (3982.190000 sec): 3 clusters
  Score: Raw -3063322.498739 + Penalty 4951.655470 = -3058370.843269
  nChanged 9
		SP:Iteration 192Q (3982.260000 sec): 3 clusters
  Score: Raw -3063323.577188 + Penalty 4951.655470 = -3058371.921718
  nChanged 10
		SP:Iteration 193Q (3982.320000 sec): 3 clusters
  Score: Raw -3063325.101954 + Penalty 4951.655470 = -3058373.446484
  nChanged 11
		SP:Iteration 194Q (3982.390000 sec): 3 clusters
  Score: Raw -3063326.505219 + Penalty 4951.655470 = -3058374.849748
  nChanged 14
		SP:Iteration 195Q (3982.460000 sec): 3 clusters
  Score: Raw -3063328.762380 + Penalty 4951.655470 = -3058377.106909
  nChanged 21
		SP:Iteration 196Q (3982.520000 sec): 3 clusters
  Score: Raw -3063332.398654 + Penalty 4951.655470 = -3058380.743183
  nChanged 23
		SP:Iteration 197Q (3982.590000 sec): 3 clusters
  Score: Raw -3063336.057963 + Penalty 4951.655470 = -3058384.402493
  nChanged 19
		SP:Iteration 198Q (3982.660000 sec): 3 clusters
  Score: Raw -3063338.798149 + Penalty 4951.655470 = -3058387.142679
  nChanged 18
		SP:Iteration 199Q (3982.720000 sec): 3 clusters
  Score: Raw -3063341.222605 + Penalty 4951.655470 = -3058389.567134
  nChanged 18
		SP:Iteration 200F (3982.800000 sec): 3 clusters
  Score: Raw -3063344.409386 + Penalty 4951.655470 = -3058392.753916
  nChanged 22
		SP:Iteration 201Q (3982.870000 sec): 3 clusters
  Score: Raw -3063348.067040 + Penalty 4951.655470 = -3058396.411569
  nChanged 24
		SP:Iteration 202Q (3982.940000 sec): 3 clusters
  Score: Raw -3063351.649536 + Penalty 4951.655470 = -3058399.994066
  nChanged 20
		SP:Iteration 203Q (3983.000000 sec): 3 clusters
  Score: Raw -3063354.146008 + Penalty 4951.655470 = -3058402.490538
  nChanged 17
		SP:Iteration 204Q (3983.070000 sec): 3 clusters
  Score: Raw -3063356.283777 + Penalty 4951.655470 = -3058404.628307
  nChanged 11
		SP:Iteration 205Q (3983.140000 sec): 3 clusters
  Score: Raw -3063357.739701 + Penalty 4951.655470 = -3058406.084230
  nChanged 9
		SP:Iteration 206Q (3983.200000 sec): 3 clusters
  Score: Raw -3063358.845144 + Penalty 4951.655470 = -3058407.189673
  nChanged 9
		SP:Iteration 207Q (3983.270000 sec): 3 clusters
  Score: Raw -3063359.912486 + Penalty 4951.655470 = -3058408.257016
  nChanged 8
		SP:Iteration 208Q (3983.330000 sec): 3 clusters
  Score: Raw -3063361.063754 + Penalty 4951.655470 = -3058409.408284
  nChanged 8
		SP:Iteration 209Q (3983.400000 sec): 3 clusters
  Score: Raw -3063361.900633 + Penalty 4951.655470 = -3058410.245162
  nChanged 7
		SP:Iteration 210Q (3983.470000 sec): 3 clusters
  Score: Raw -3063362.675316 + Penalty 4951.655470 = -3058411.019846
  nChanged 2
		SP:Iteration 211Q (3983.530000 sec): 3 clusters
  Score: Raw -3063362.825955 + Penalty 4951.655470 = -3058411.170485
  nChanged 1
		SP:Iteration 212Q (3983.600000 sec): 3 clusters
  Score: Raw -3063363.011816 + Penalty 4951.655470 = -3058411.356346
  nChanged 2
		SP:Iteration 213Q (3983.670000 sec): 3 clusters
  Score: Raw -3063363.404334 + Penalty 4951.655470 = -3058411.748863
  nChanged 8
		SP:Iteration 214Q (3983.730000 sec): 3 clusters
  Score: Raw -3063364.738602 + Penalty 4951.655470 = -3058413.083132
  nChanged 10
		SP:Iteration 215Q (3983.800000 sec): 3 clusters
  Score: Raw -3063365.641274 + Penalty 4951.655470 = -3058413.985803
  nChanged 5
		SP:Iteration 216Q (3983.860000 sec): 3 clusters
  Score: Raw -3063366.143871 + Penalty 4951.655470 = -3058414.488401
  nChanged 4
		SP:Iteration 217Q (3983.930000 sec): 3 clusters
  Score: Raw -3063366.601257 + Penalty 4951.655470 = -3058414.945787
  nChanged 7
		SP:Iteration 218Q (3984.000000 sec): 3 clusters
  Score: Raw -3063367.611015 + Penalty 4951.655470 = -3058415.955544
  nChanged 6
		SP:Iteration 219Q (3984.060000 sec): 3 clusters
  Score: Raw -3063368.389511 + Penalty 4951.655470 = -3058416.734040
  nChanged 7
		SP:Iteration 220F (3984.140000 sec): 3 clusters
  Score: Raw -3063369.579374 + Penalty 4951.655470 = -3058417.923904
  nChanged 9
		SP:Iteration 221Q (3984.200000 sec): 3 clusters
  Score: Raw -3063370.669171 + Penalty 4951.655470 = -3058419.013700
  nChanged 10
		SP:Iteration 222Q (3984.270000 sec): 3 clusters
  Score: Raw -3063372.036865 + Penalty 4951.655470 = -3058420.381394
  nChanged 10
		SP:Iteration 223Q (3984.340000 sec): 3 clusters
  Score: Raw -3063373.246977 + Penalty 4951.655470 = -3058421.591507
  nChanged 11
		SP:Iteration 224Q (3984.400000 sec): 3 clusters
  Score: Raw -3063374.739209 + Penalty 4951.655470 = -3058423.083738
  nChanged 5
		SP:Iteration 225Q (3984.470000 sec): 3 clusters
  Score: Raw -3063375.340321 + Penalty 4951.655470 = -3058423.684851
  nChanged 5
		SP:Iteration 226Q (3984.540000 sec): 3 clusters
  Score: Raw -3063376.269817 + Penalty 4951.655470 = -3058424.614347
  nChanged 3
		SP:Iteration 227Q (3984.600000 sec): 3 clusters
  Score: Raw -3063376.672202 + Penalty 4951.655470 = -3058425.016732
  nChanged 5
		SP:Iteration 228Q (3984.670000 sec): 3 clusters
  Score: Raw -3063377.341630 + Penalty 4951.655470 = -3058425.686159
  nChanged 7
		SP:Iteration 229Q (3984.730000 sec): 3 clusters
  Score: Raw -3063377.978928 + Penalty 4951.655470 = -3058426.323458
  nChanged 6
		SP:Iteration 230Q (3984.800000 sec): 3 clusters
  Score: Raw -3063378.719538 + Penalty 4951.655470 = -3058427.064067
  nChanged 6
		SP:Iteration 231Q (3984.860000 sec): 3 clusters
  Score: Raw -3063379.330023 + Penalty 4951.655470 = -3058427.674552
  nChanged 3
		SP:Iteration 232Q (3984.930000 sec): 3 clusters
  Score: Raw -3063379.635175 + Penalty 4951.655470 = -3058427.979704
  nChanged 5
		SP:Iteration 233Q (3985.000000 sec): 3 clusters
  Score: Raw -3063380.376385 + Penalty 4951.655470 = -3058428.720915
  nChanged 5
		SP:Iteration 234Q (3985.060000 sec): 3 clusters
  Score: Raw -3063380.963804 + Penalty 4951.655470 = -3058429.308333
  nChanged 6
		SP:Iteration 235Q (3985.120000 sec): 3 clusters
  Score: Raw -3063381.719817 + Penalty 4951.655470 = -3058430.064346
  nChanged 5
		SP:Iteration 236Q (3985.190000 sec): 3 clusters
  Score: Raw -3063382.196371 + Penalty 4951.655470 = -3058430.540901
  nChanged 3
		SP:Iteration 237Q (3985.260000 sec): 3 clusters
  Score: Raw -3063382.511112 + Penalty 4951.655470 = -3058430.855642
  nChanged 3
		SP:Iteration 238Q (3985.320000 sec): 3 clusters
  Score: Raw -3063382.809043 + Penalty 4951.655470 = -3058431.153572
  nChanged 5
		SP:Iteration 239Q (3985.390000 sec): 3 clusters
  Score: Raw -3063383.219434 + Penalty 4951.655470 = -3058431.563963
  nChanged 2
		SP:Iteration 240F (3985.460000 sec): 3 clusters
  Score: Raw -3063383.603043 + Penalty 4951.655470 = -3058431.947572
  nChanged 3
		SP:Iteration 241Q (3985.530000 sec): 3 clusters
  Score: Raw -3063384.029848 + Penalty 4951.655470 = -3058432.374377
  nChanged 6
		SP:Iteration 242Q (3985.600000 sec): 3 clusters
  Score: Raw -3063384.849944 + Penalty 4951.655470 = -3058433.194474
  nChanged 3
		SP:Iteration 243Q (3985.660000 sec): 3 clusters
  Score: Raw -3063385.114859 + Penalty 4951.655470 = -3058433.459389
  nChanged 2
		SP:Iteration 244Q (3985.730000 sec): 3 clusters
  Score: Raw -3063385.299539 + Penalty 4951.655470 = -3058433.644069
  nChanged 2
		SP:Iteration 245Q (3985.800000 sec): 3 clusters
  Score: Raw -3063385.443198 + Penalty 4951.655470 = -3058433.787728
  nChanged 1
		SP:Iteration 246Q (3985.860000 sec): 3 clusters
  Score: Raw -3063385.606173 + Penalty 4951.655470 = -3058433.950702
  nChanged 1
		SP:Iteration 247Q (3985.930000 sec): 3 clusters
  Score: Raw -3063385.721041 + Penalty 4951.655470 = -3058434.065571
  nChanged 1
		SP:Iteration 248Q (3985.990000 sec): 3 clusters
  Score: Raw -3063385.848589 + Penalty 4951.655470 = -3058434.193119
  nChanged 2
		SP:Iteration 249Q (3986.060000 sec): 3 clusters
  Score: Raw -3063386.082947 + Penalty 4951.655470 = -3058434.427477
  nChanged 1
		SP:Iteration 250Q (3986.120000 sec): 3 clusters
  Score: Raw -3063386.186774 + Penalty 4951.655470 = -3058434.531304
  nChanged 0
		SP:Iteration 251F (3986.200000 sec): 3 clusters
  Score: Raw -3063386.186774 + Penalty 4951.655470 = -3058434.531304
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (1090 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3986.220000 sec): 2 clusters
  Score: Raw -150532.910184 + Penalty 1734.495378 = -148798.414806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3986.220000 sec): 3 clusters
  Score: Raw -150336.745879 + Penalty 3468.990756 = -146867.755123
  nChanged 298
		SP:Iteration 1F (3986.220000 sec): 3 clusters
  Score: Raw -150808.676446 + Penalty 3468.990756 = -147339.685690
  nChanged 109
		SP:Iteration 2F (3986.230000 sec): 3 clusters
  Score: Raw -151110.121116 + Penalty 3468.990756 = -147641.130361
  nChanged 74
		SP:Iteration 3F (3986.240000 sec): 3 clusters
  Score: Raw -151358.766574 + Penalty 3468.990756 = -147889.775818
  nChanged 52
		SP:Iteration 4Q (3986.240000 sec): 3 clusters
  Score: Raw -151502.467882 + Penalty 3468.990756 = -148033.477127
  nChanged 41
		SP:Iteration 5Q (3986.240000 sec): 3 clusters
  Score: Raw -151595.216752 + Penalty 3468.990756 = -148126.225996
  nChanged 29
		SP:Iteration 6Q (3986.250000 sec): 3 clusters
  Score: Raw -151644.360325 + Penalty 3468.990756 = -148175.369569
  nChanged 27
		SP:Iteration 7Q (3986.250000 sec): 3 clusters
  Score: Raw -151705.471409 + Penalty 3468.990756 = -148236.480653
  nChanged 32
		SP:Iteration 8Q (3986.250000 sec): 3 clusters
  Score: Raw -151762.474974 + Penalty 3468.990756 = -148293.484218
  nChanged 23
		SP:Iteration 9Q (3986.260000 sec): 3 clusters
  Score: Raw -151811.480889 + Penalty 3468.990756 = -148342.490133
  nChanged 21
		SP:Iteration 10Q (3986.260000 sec): 3 clusters
  Score: Raw -151858.682099 + Penalty 3468.990756 = -148389.691344
  nChanged 24
		SP:Iteration 11Q (3986.260000 sec): 3 clusters
  Score: Raw -151920.114765 + Penalty 3468.990756 = -148451.124009
  nChanged 19
		SP:Iteration 12Q (3986.270000 sec): 3 clusters
  Score: Raw -151971.060065 + Penalty 3468.990756 = -148502.069310
  nChanged 12
		SP:Iteration 13Q (3986.270000 sec): 3 clusters
  Score: Raw -152015.606110 + Penalty 3468.990756 = -148546.615354
  nChanged 14
		SP:Iteration 14Q (3986.270000 sec): 3 clusters
  Score: Raw -152120.459805 + Penalty 3468.990756 = -148651.469049
  nChanged 12
		SP:Iteration 15Q (3986.270000 sec): 3 clusters
  Score: Raw -152232.255220 + Penalty 3468.990756 = -148763.264464
  nChanged 9
		SP:Iteration 16Q (3986.280000 sec): 3 clusters
  Score: Raw -152303.941992 + Penalty 3468.990756 = -148834.951236
  nChanged 7
		SP:Iteration 17Q (3986.280000 sec): 3 clusters
  Score: Raw -152321.081643 + Penalty 3468.990756 = -148852.090887
  nChanged 5
		SP:Iteration 18Q (3986.290000 sec): 3 clusters
  Score: Raw -152327.584758 + Penalty 3468.990756 = -148858.594003
  nChanged 1
		SP:Iteration 19Q (3986.290000 sec): 3 clusters
  Score: Raw -152328.707539 + Penalty 3468.990756 = -148859.716783
  nChanged 1
		SP:Iteration 20F (3986.290000 sec): 3 clusters
  Score: Raw -152330.756869 + Penalty 3468.990756 = -148861.766114
  nChanged 1
		SP:Iteration 21Q (3986.290000 sec): 3 clusters
  Score: Raw -152331.724902 + Penalty 3468.990756 = -148862.734146
  nChanged 1
		SP:Iteration 22Q (3986.300000 sec): 3 clusters
  Score: Raw -152332.938856 + Penalty 3468.990756 = -148863.948100
  nChanged 0
		SP:Iteration 23F (3986.300000 sec): 3 clusters
  Score: Raw -152332.938856 + Penalty 3468.990756 = -148863.948100
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 24.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2436 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3986.310000 sec): 2 clusters
  Score: Raw -341048.277789 + Penalty 1933.931932 = -339114.345857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3986.330000 sec): 3 clusters
  Score: Raw -340103.989390 + Penalty 3867.863864 = -336236.125526
  nChanged 823
		SP:Iteration 1F (3986.330000 sec): 3 clusters
  Score: Raw -340687.521310 + Penalty 3867.863864 = -336819.657446
  nChanged 184
		SP:Iteration 2F (3986.340000 sec): 3 clusters
  Score: Raw -340832.756138 + Penalty 3867.863864 = -336964.892274
  nChanged 115
		SP:Iteration 3Q (3986.350000 sec): 3 clusters
  Score: Raw -340915.608180 + Penalty 3867.863864 = -337047.744316
  nChanged 88
		SP:Iteration 4Q (3986.360000 sec): 3 clusters
  Score: Raw -340990.670369 + Penalty 3867.863864 = -337122.806505
  nChanged 72
		SP:Iteration 5Q (3986.370000 sec): 3 clusters
  Score: Raw -341047.228856 + Penalty 3867.863864 = -337179.364993
  nChanged 65
		SP:Iteration 6Q (3986.380000 sec): 3 clusters
  Score: Raw -341093.163369 + Penalty 3867.863864 = -337225.299505
  nChanged 51
		SP:Iteration 7Q (3986.390000 sec): 3 clusters
  Score: Raw -341138.164008 + Penalty 3867.863864 = -337270.300144
  nChanged 44
		SP:Iteration 8Q (3986.390000 sec): 3 clusters
  Score: Raw -341173.731367 + Penalty 3867.863864 = -337305.867503
  nChanged 35
		SP:Iteration 9Q (3986.400000 sec): 3 clusters
  Score: Raw -341206.680492 + Penalty 3867.863864 = -337338.816628
  nChanged 41
		SP:Iteration 10Q (3986.410000 sec): 3 clusters
  Score: Raw -341246.309625 + Penalty 3867.863864 = -337378.445761
  nChanged 43
		SP:Iteration 11Q (3986.420000 sec): 3 clusters
  Score: Raw -341278.565981 + Penalty 3867.863864 = -337410.702117
  nChanged 31
		SP:Iteration 12Q (3986.430000 sec): 3 clusters
  Score: Raw -341296.027076 + Penalty 3867.863864 = -337428.163212
  nChanged 16
		SP:Iteration 13Q (3986.440000 sec): 3 clusters
  Score: Raw -341306.292633 + Penalty 3867.863864 = -337438.428769
  nChanged 14
		SP:Iteration 14Q (3986.450000 sec): 3 clusters
  Score: Raw -341314.482279 + Penalty 3867.863864 = -337446.618415
  nChanged 13
		SP:Iteration 15Q (3986.450000 sec): 3 clusters
  Score: Raw -341321.001916 + Penalty 3867.863864 = -337453.138052
  nChanged 9
		SP:Iteration 16Q (3986.470000 sec): 3 clusters
  Score: Raw -341326.050954 + Penalty 3867.863864 = -337458.187090
  nChanged 6
		SP:Iteration 17Q (3986.470000 sec): 3 clusters
  Score: Raw -341329.215432 + Penalty 3867.863864 = -337461.351569
  nChanged 6
		SP:Iteration 18Q (3986.480000 sec): 3 clusters
  Score: Raw -341332.712267 + Penalty 3867.863864 = -337464.848403
  nChanged 7
		SP:Iteration 19Q (3986.490000 sec): 3 clusters
  Score: Raw -341336.713715 + Penalty 3867.863864 = -337468.849851
  nChanged 7
		SP:Iteration 20F (3986.500000 sec): 3 clusters
  Score: Raw -341341.499765 + Penalty 3867.863864 = -337473.635901
  nChanged 3
		SP:Iteration 21Q (3986.510000 sec): 3 clusters
  Score: Raw -341343.053301 + Penalty 3867.863864 = -337475.189437
  nChanged 1
		SP:Iteration 22Q (3986.510000 sec): 3 clusters
  Score: Raw -341343.913106 + Penalty 3867.863864 = -337476.049242
  nChanged 1
		SP:Iteration 23Q (3986.530000 sec): 3 clusters
  Score: Raw -341344.226096 + Penalty 3867.863864 = -337476.362232
  nChanged 0
		SP:Iteration 24F (3986.530000 sec): 3 clusters
  Score: Raw -341344.226096 + Penalty 3867.863864 = -337476.362232
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (41480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3986.670000 sec): 2 clusters
  Score: Raw -6044216.585960 + Penalty 2636.975732 = -6041579.610228
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3986.830000 sec): 3 clusters
  Score: Raw -6018853.413692 + Penalty 5273.951465 = -6013579.462227
  nChanged 18942
		SP:Iteration 1F (3986.980000 sec): 3 clusters
  Score: Raw -6029309.678688 + Penalty 5273.951465 = -6024035.727224
  nChanged 1829
		SP:Iteration 2Q (3987.130000 sec): 3 clusters
  Score: Raw -6029984.726491 + Penalty 5273.951465 = -6024710.775026
  nChanged 1786
		SP:Iteration 3Q (3987.290000 sec): 3 clusters
  Score: Raw -6030706.945494 + Penalty 5273.951465 = -6025432.994030
  nChanged 1753
		SP:Iteration 4Q (3987.450000 sec): 3 clusters
  Score: Raw -6031455.536604 + Penalty 5273.951465 = -6026181.585139
  nChanged 1702
		SP:Iteration 5Q (3987.610000 sec): 3 clusters
  Score: Raw -6032193.267351 + Penalty 5273.951465 = -6026919.315887
  nChanged 1659
		SP:Iteration 6Q (3987.760000 sec): 3 clusters
  Score: Raw -6032937.795801 + Penalty 5273.951465 = -6027663.844336
  nChanged 1681
		SP:Iteration 7Q (3987.910000 sec): 3 clusters
  Score: Raw -6033674.976410 + Penalty 5273.951465 = -6028401.024945
  nChanged 1649
		SP:Iteration 8Q (3988.070000 sec): 3 clusters
  Score: Raw -6034436.968645 + Penalty 5273.951465 = -6029163.017181
  nChanged 1712
		SP:Iteration 9Q (3988.220000 sec): 3 clusters
  Score: Raw -6035305.978112 + Penalty 5273.951465 = -6030032.026647
  nChanged 1699
		SP:Iteration 10Q (3988.370000 sec): 3 clusters
  Score: Raw -6036241.180159 + Penalty 5273.951465 = -6030967.228695
  nChanged 1728
		SP:Iteration 11Q (3988.530000 sec): 3 clusters
  Score: Raw -6037197.361830 + Penalty 5273.951465 = -6031923.410365
  nChanged 1715
		SP:Iteration 12Q (3988.680000 sec): 3 clusters
  Score: Raw -6038168.461519 + Penalty 5273.951465 = -6032894.510054
  nChanged 1601
		SP:Iteration 13Q (3988.830000 sec): 3 clusters
  Score: Raw -6039103.282582 + Penalty 5273.951465 = -6033829.331118
  nChanged 1473
		SP:Iteration 14Q (3988.970000 sec): 3 clusters
  Score: Raw -6039995.083758 + Penalty 5273.951465 = -6034721.132294
  nChanged 1392
		SP:Iteration 15Q (3989.120000 sec): 3 clusters
  Score: Raw -6040845.783102 + Penalty 5273.951465 = -6035571.831637
  nChanged 1257
		SP:Iteration 16Q (3989.250000 sec): 3 clusters
  Score: Raw -6041643.465299 + Penalty 5273.951465 = -6036369.513834
  nChanged 1085
		SP:Iteration 17Q (3989.390000 sec): 3 clusters
  Score: Raw -6042394.206097 + Penalty 5273.951465 = -6037120.254632
  nChanged 924
		SP:Iteration 18Q (3989.520000 sec): 3 clusters
  Score: Raw -6043062.711488 + Penalty 5273.951465 = -6037788.760024
  nChanged 739
		SP:Iteration 19Q (3989.640000 sec): 3 clusters
  Score: Raw -6043625.760799 + Penalty 5273.951465 = -6038351.809334
  nChanged 545
		SP:Iteration 20F (3989.790000 sec): 3 clusters
  Score: Raw -6044054.358941 + Penalty 5273.951465 = -6038780.407476
  nChanged 404
		SP:Iteration 21Q (3989.910000 sec): 3 clusters
  Score: Raw -6044389.002336 + Penalty 5273.951465 = -6039115.050871
  nChanged 276
		SP:Iteration 22Q (3990.020000 sec): 3 clusters
  Score: Raw -6044621.173803 + Penalty 5273.951465 = -6039347.222339
  nChanged 165
		SP:Iteration 23Q (3990.130000 sec): 3 clusters
  Score: Raw -6044753.664174 + Penalty 5273.951465 = -6039479.712709
  nChanged 104
		SP:Iteration 24Q (3990.240000 sec): 3 clusters
  Score: Raw -6044836.711792 + Penalty 5273.951465 = -6039562.760328
  nChanged 75
		SP:Iteration 25Q (3990.350000 sec): 3 clusters
  Score: Raw -6044893.066618 + Penalty 5273.951465 = -6039619.115153
  nChanged 55
		SP:Iteration 26Q (3990.460000 sec): 3 clusters
  Score: Raw -6044937.706026 + Penalty 5273.951465 = -6039663.754561
  nChanged 32
		SP:Iteration 27Q (3990.570000 sec): 3 clusters
  Score: Raw -6044961.471886 + Penalty 5273.951465 = -6039687.520422
  nChanged 24
		SP:Iteration 28Q (3990.680000 sec): 3 clusters
  Score: Raw -6044975.708250 + Penalty 5273.951465 = -6039701.756785
  nChanged 15
		SP:Iteration 29Q (3990.780000 sec): 3 clusters
  Score: Raw -6044984.589664 + Penalty 5273.951465 = -6039710.638199
  nChanged 10
		SP:Iteration 30Q (3990.890000 sec): 3 clusters
  Score: Raw -6044992.002428 + Penalty 5273.951465 = -6039718.050963
  nChanged 2
		SP:Iteration 31Q (3991.000000 sec): 3 clusters
  Score: Raw -6044993.423631 + Penalty 5273.951465 = -6039719.472166
  nChanged 3
		SP:Iteration 32Q (3991.100000 sec): 3 clusters
  Score: Raw -6044995.583341 + Penalty 5273.951465 = -6039721.631877
  nChanged 4
		SP:Iteration 33Q (3991.210000 sec): 3 clusters
  Score: Raw -6044996.986100 + Penalty 5273.951465 = -6039723.034636
  nChanged 2
		SP:Iteration 34Q (3991.320000 sec): 3 clusters
  Score: Raw -6044998.147689 + Penalty 5273.951465 = -6039724.196225
  nChanged 2
		SP:Iteration 35Q (3991.420000 sec): 3 clusters
  Score: Raw -6044999.269607 + Penalty 5273.951465 = -6039725.318142
  nChanged 3
		SP:Iteration 36Q (3991.530000 sec): 3 clusters
  Score: Raw -6045001.135536 + Penalty 5273.951465 = -6039727.184072
  nChanged 2
		SP:Iteration 37Q (3991.640000 sec): 3 clusters
  Score: Raw -6045001.844674 + Penalty 5273.951465 = -6039727.893210
  nChanged 1
		SP:Iteration 38Q (3991.740000 sec): 3 clusters
  Score: Raw -6045002.038712 + Penalty 5273.951465 = -6039728.087247
  nChanged 1
		SP:Iteration 39Q (3991.860000 sec): 3 clusters
  Score: Raw -6045002.721982 + Penalty 5273.951465 = -6039728.770517
  nChanged 0
		SP:Iteration 40F (3992.010000 sec): 3 clusters
  Score: Raw -6045005.286108 + Penalty 5273.951465 = -6039731.334643
  nChanged 1
		SP:Iteration 41Q (3992.120000 sec): 3 clusters
  Score: Raw -6045006.313272 + Penalty 5273.951465 = -6039732.361807
  nChanged 0
		SP:Iteration 42F (3992.260000 sec): 3 clusters
  Score: Raw -6045006.313272 + Penalty 5273.951465 = -6039732.361807
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (65664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3992.480000 sec): 2 clusters
  Score: Raw -9455920.363210 + Penalty 2750.891915 = -9453169.471295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3992.730000 sec): 3 clusters
  Score: Raw -9414697.170160 + Penalty 5501.783830 = -9409195.386330
  nChanged 30570
		SP:Iteration 1F (3992.970000 sec): 3 clusters
  Score: Raw -9431823.110412 + Penalty 5501.783830 = -9426321.326582
  nChanged 2742
		SP:Iteration 2Q (3993.220000 sec): 3 clusters
  Score: Raw -9432754.625999 + Penalty 5501.783830 = -9427252.842169
  nChanged 3067
		SP:Iteration 3Q (3993.470000 sec): 3 clusters
  Score: Raw -9434056.832681 + Penalty 5501.783830 = -9428555.048851
  nChanged 3627
		SP:Iteration 4F (3993.710000 sec): 3 clusters
  Score: Raw -9435976.528854 + Penalty 5501.783830 = -9430474.745024
  nChanged 4156
		SP:Iteration 5F (3993.960000 sec): 3 clusters
  Score: Raw -9438598.593171 + Penalty 5501.783830 = -9433096.809341
  nChanged 4484
		SP:Iteration 6F (3994.200000 sec): 3 clusters
  Score: Raw -9441744.903152 + Penalty 5501.783830 = -9436243.119321
  nChanged 4350
		SP:Iteration 7F (3994.450000 sec): 3 clusters
  Score: Raw -9444998.208681 + Penalty 5501.783830 = -9439496.424851
  nChanged 3688
		SP:Iteration 8F (3994.700000 sec): 3 clusters
  Score: Raw -9447727.755909 + Penalty 5501.783830 = -9442225.972079
  nChanged 2871
		SP:Iteration 9Q (3994.930000 sec): 3 clusters
  Score: Raw -9449853.005685 + Penalty 5501.783830 = -9444351.221855
  nChanged 2196
		SP:Iteration 10Q (3995.170000 sec): 3 clusters
  Score: Raw -9451389.888012 + Penalty 5501.783830 = -9445888.104182
  nChanged 1624
		SP:Iteration 11Q (3995.390000 sec): 3 clusters
  Score: Raw -9452481.797028 + Penalty 5501.783830 = -9446980.013198
  nChanged 1286
		SP:Iteration 12Q (3995.600000 sec): 3 clusters
  Score: Raw -9453242.869006 + Penalty 5501.783830 = -9447741.085176
  nChanged 1031
		SP:Iteration 13Q (3995.810000 sec): 3 clusters
  Score: Raw -9453783.971712 + Penalty 5501.783830 = -9448282.187882
  nChanged 860
		SP:Iteration 14Q (3996.010000 sec): 3 clusters
  Score: Raw -9454222.502301 + Penalty 5501.783830 = -9448720.718471
  nChanged 731
		SP:Iteration 15Q (3996.210000 sec): 3 clusters
  Score: Raw -9454609.910770 + Penalty 5501.783830 = -9449108.126940
  nChanged 658
		SP:Iteration 16Q (3996.400000 sec): 3 clusters
  Score: Raw -9454987.922081 + Penalty 5501.783830 = -9449486.138251
  nChanged 581
		SP:Iteration 17Q (3996.590000 sec): 3 clusters
  Score: Raw -9455313.662693 + Penalty 5501.783830 = -9449811.878863
  nChanged 422
		SP:Iteration 18Q (3996.780000 sec): 3 clusters
  Score: Raw -9455562.288390 + Penalty 5501.783830 = -9450060.504560
  nChanged 366
		SP:Iteration 19Q (3996.960000 sec): 3 clusters
  Score: Raw -9455802.485657 + Penalty 5501.783830 = -9450300.701827
  nChanged 279
		SP:Iteration 20F (3997.200000 sec): 3 clusters
  Score: Raw -9455982.739063 + Penalty 5501.783830 = -9450480.955233
  nChanged 206
		SP:Iteration 21Q (3997.380000 sec): 3 clusters
  Score: Raw -9456108.000190 + Penalty 5501.783830 = -9450606.216359
  nChanged 197
		SP:Iteration 22Q (3997.560000 sec): 3 clusters
  Score: Raw -9456229.798285 + Penalty 5501.783830 = -9450728.014455
  nChanged 167
		SP:Iteration 23Q (3997.730000 sec): 3 clusters
  Score: Raw -9456326.203842 + Penalty 5501.783830 = -9450824.420012
  nChanged 133
		SP:Iteration 24Q (3997.900000 sec): 3 clusters
  Score: Raw -9456397.111339 + Penalty 5501.783830 = -9450895.327509
  nChanged 107
		SP:Iteration 25Q (3998.080000 sec): 3 clusters
  Score: Raw -9456455.928477 + Penalty 5501.783830 = -9450954.144647
  nChanged 100
		SP:Iteration 26Q (3998.250000 sec): 3 clusters
  Score: Raw -9456514.371170 + Penalty 5501.783830 = -9451012.587339
  nChanged 85
		SP:Iteration 27Q (3998.420000 sec): 3 clusters
  Score: Raw -9456568.772588 + Penalty 5501.783830 = -9451066.988758
  nChanged 81
		SP:Iteration 28Q (3998.600000 sec): 3 clusters
  Score: Raw -9456608.896839 + Penalty 5501.783830 = -9451107.113009
  nChanged 60
		SP:Iteration 29Q (3998.770000 sec): 3 clusters
  Score: Raw -9456639.631735 + Penalty 5501.783830 = -9451137.847905
  nChanged 50
		SP:Iteration 30Q (3998.940000 sec): 3 clusters
  Score: Raw -9456662.589512 + Penalty 5501.783830 = -9451160.805682
  nChanged 42
		SP:Iteration 31Q (3999.110000 sec): 3 clusters
  Score: Raw -9456686.343404 + Penalty 5501.783830 = -9451184.559574
  nChanged 34
		SP:Iteration 32Q (3999.280000 sec): 3 clusters
  Score: Raw -9456705.712149 + Penalty 5501.783830 = -9451203.928319
  nChanged 35
		SP:Iteration 33Q (3999.450000 sec): 3 clusters
  Score: Raw -9456724.123339 + Penalty 5501.783830 = -9451222.339509
  nChanged 30
		SP:Iteration 34Q (3999.620000 sec): 3 clusters
  Score: Raw -9456739.449276 + Penalty 5501.783830 = -9451237.665446
  nChanged 26
		SP:Iteration 35Q (3999.790000 sec): 3 clusters
  Score: Raw -9456751.340062 + Penalty 5501.783830 = -9451249.556232
  nChanged 20
		SP:Iteration 36Q (3999.960000 sec): 3 clusters
  Score: Raw -9456758.066814 + Penalty 5501.783830 = -9451256.282984
  nChanged 13
		SP:Iteration 37Q (4000.130000 sec): 3 clusters
  Score: Raw -9456761.639803 + Penalty 5501.783830 = -9451259.855973
  nChanged 10
		SP:Iteration 38Q (4000.300000 sec): 3 clusters
  Score: Raw -9456765.514116 + Penalty 5501.783830 = -9451263.730286
  nChanged 9
		SP:Iteration 39Q (4000.470000 sec): 3 clusters
  Score: Raw -9456770.291910 + Penalty 5501.783830 = -9451268.508080
  nChanged 11
		SP:Iteration 40F (4000.710000 sec): 3 clusters
  Score: Raw -9456774.898393 + Penalty 5501.783830 = -9451273.114563
  nChanged 8
		SP:Iteration 41Q (4000.880000 sec): 3 clusters
  Score: Raw -9456777.635990 + Penalty 5501.783830 = -9451275.852159
  nChanged 6
		SP:Iteration 42Q (4001.040000 sec): 3 clusters
  Score: Raw -9456779.156593 + Penalty 5501.783830 = -9451277.372763
  nChanged 4
		SP:Iteration 43Q (4001.210000 sec): 3 clusters
  Score: Raw -9456780.120376 + Penalty 5501.783830 = -9451278.336546
  nChanged 6
		SP:Iteration 44Q (4001.380000 sec): 3 clusters
  Score: Raw -9456782.426824 + Penalty 5501.783830 = -9451280.642994
  nChanged 5
		SP:Iteration 45Q (4001.550000 sec): 3 clusters
  Score: Raw -9456783.896434 + Penalty 5501.783830 = -9451282.112604
  nChanged 5
		SP:Iteration 46Q (4001.720000 sec): 3 clusters
  Score: Raw -9456785.816314 + Penalty 5501.783830 = -9451284.032484
  nChanged 4
		SP:Iteration 47Q (4001.890000 sec): 3 clusters
  Score: Raw -9456786.964952 + Penalty 5501.783830 = -9451285.181121
  nChanged 1
		SP:Iteration 48Q (4002.060000 sec): 3 clusters
  Score: Raw -9456787.262741 + Penalty 5501.783830 = -9451285.478911
  nChanged 3
		SP:Iteration 49Q (4002.220000 sec): 3 clusters
  Score: Raw -9456788.055227 + Penalty 5501.783830 = -9451286.271397
  nChanged 3
		SP:Iteration 50Q (4002.390000 sec): 3 clusters
  Score: Raw -9456788.875335 + Penalty 5501.783830 = -9451287.091505
  nChanged 2
		SP:Iteration 51Q (4002.560000 sec): 3 clusters
  Score: Raw -9456789.267961 + Penalty 5501.783830 = -9451287.484131
  nChanged 2
		SP:Iteration 52Q (4002.730000 sec): 3 clusters
  Score: Raw -9456789.944715 + Penalty 5501.783830 = -9451288.160885
  nChanged 4
		SP:Iteration 53Q (4002.900000 sec): 3 clusters
  Score: Raw -9456791.995941 + Penalty 5501.783830 = -9451290.212111
  nChanged 6
		SP:Iteration 54Q (4003.070000 sec): 3 clusters
  Score: Raw -9456794.607994 + Penalty 5501.783830 = -9451292.824164
  nChanged 8
		SP:Iteration 55Q (4003.240000 sec): 3 clusters
  Score: Raw -9456798.484489 + Penalty 5501.783830 = -9451296.700659
  nChanged 10
		SP:Iteration 56Q (4003.400000 sec): 3 clusters
  Score: Raw -9456802.074961 + Penalty 5501.783830 = -9451300.291131
  nChanged 10
		SP:Iteration 57Q (4003.570000 sec): 3 clusters
  Score: Raw -9456805.642418 + Penalty 5501.783830 = -9451303.858588
  nChanged 9
		SP:Iteration 58Q (4003.740000 sec): 3 clusters
  Score: Raw -9456809.153190 + Penalty 5501.783830 = -9451307.369360
  nChanged 4
		SP:Iteration 59Q (4003.910000 sec): 3 clusters
  Score: Raw -9456812.581173 + Penalty 5501.783830 = -9451310.797343
  nChanged 5
		SP:Iteration 60F (4004.140000 sec): 3 clusters
  Score: Raw -9456814.480006 + Penalty 5501.783830 = -9451312.696176
  nChanged 5
		SP:Iteration 61Q (4004.310000 sec): 3 clusters
  Score: Raw -9456815.757712 + Penalty 5501.783830 = -9451313.973881
  nChanged 1
		SP:Iteration 62Q (4004.480000 sec): 3 clusters
  Score: Raw -9456815.947688 + Penalty 5501.783830 = -9451314.163858
  nChanged 1
		SP:Iteration 63Q (4004.650000 sec): 3 clusters
  Score: Raw -9456816.492976 + Penalty 5501.783830 = -9451314.709146
  nChanged 1
		SP:Iteration 64Q (4004.820000 sec): 3 clusters
  Score: Raw -9456816.622253 + Penalty 5501.783830 = -9451314.838423
  nChanged 0
		SP:Iteration 65F (4005.050000 sec): 3 clusters
  Score: Raw -9456816.622253 + Penalty 5501.783830 = -9451314.838423
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (312482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4006.590000 sec): 2 clusters
  Score: Raw -46366846.089501 + Penalty 3137.770932 = -46363708.318569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4007.750000 sec): 3 clusters
  Score: Raw -46160262.058752 + Penalty 6275.541865 = -46153986.516887
  nChanged 151327
		SP:Iteration 1F (4008.910000 sec): 3 clusters
  Score: Raw -46249929.129061 + Penalty 6275.541865 = -46243653.587197
  nChanged 8515
		SP:Iteration 2Q (4010.090000 sec): 3 clusters
  Score: Raw -46251958.873626 + Penalty 6275.541865 = -46245683.331761
  nChanged 10001
		SP:Iteration 3Q (4011.270000 sec): 3 clusters
  Score: Raw -46255089.781241 + Penalty 6275.541865 = -46248814.239376
  nChanged 12470
		SP:Iteration 4Q (4012.460000 sec): 3 clusters
  Score: Raw -46260417.981432 + Penalty 6275.541865 = -46254142.439567
  nChanged 15390
		SP:Iteration 5Q (4013.630000 sec): 3 clusters
  Score: Raw -46269185.907697 + Penalty 6275.541865 = -46262910.365833
  nChanged 18995
		SP:Iteration 6F (4014.790000 sec): 3 clusters
  Score: Raw -46283231.470552 + Penalty 6275.541865 = -46276955.928687
  nChanged 21589
		SP:Iteration 7F (4015.940000 sec): 3 clusters
  Score: Raw -46302659.908077 + Penalty 6275.541865 = -46296384.366212
  nChanged 21741
		SP:Iteration 8F (4017.100000 sec): 3 clusters
  Score: Raw -46323724.505447 + Penalty 6275.541865 = -46317448.963582
  nChanged 18869
		SP:Iteration 9F (4018.250000 sec): 3 clusters
  Score: Raw -46340485.897239 + Penalty 6275.541865 = -46334210.355375
  nChanged 14805
		SP:Iteration 10Q (4019.330000 sec): 3 clusters
  Score: Raw -46352118.300182 + Penalty 6275.541865 = -46345842.758318
  nChanged 11323
		SP:Iteration 11Q (4020.360000 sec): 3 clusters
  Score: Raw -46360148.180732 + Penalty 6275.541865 = -46353872.638868
  nChanged 8912
		SP:Iteration 12Q (4021.370000 sec): 3 clusters
  Score: Raw -46365818.714719 + Penalty 6275.541865 = -46359543.172854
  nChanged 7192
		SP:Iteration 13Q (4022.350000 sec): 3 clusters
  Score: Raw -46369832.011958 + Penalty 6275.541865 = -46363556.470094
  nChanged 5733
		SP:Iteration 14Q (4023.320000 sec): 3 clusters
  Score: Raw -46372539.340615 + Penalty 6275.541865 = -46366263.798750
  nChanged 4489
		SP:Iteration 15Q (4024.270000 sec): 3 clusters
  Score: Raw -46374280.714214 + Penalty 6275.541865 = -46368005.172350
  nChanged 3432
		SP:Iteration 16Q (4025.200000 sec): 3 clusters
  Score: Raw -46375366.691624 + Penalty 6275.541865 = -46369091.149759
  nChanged 2754
		SP:Iteration 17Q (4026.130000 sec): 3 clusters
  Score: Raw -46376104.522095 + Penalty 6275.541865 = -46369828.980230
  nChanged 2292
		SP:Iteration 18Q (4027.050000 sec): 3 clusters
  Score: Raw -46376633.660264 + Penalty 6275.541865 = -46370358.118399
  nChanged 1961
		SP:Iteration 19Q (4027.980000 sec): 3 clusters
  Score: Raw -46377026.096154 + Penalty 6275.541865 = -46370750.554289
  nChanged 1626
		SP:Iteration 20F (4029.120000 sec): 3 clusters
  Score: Raw -46377307.723237 + Penalty 6275.541865 = -46371032.181372
  nChanged 1406
		SP:Iteration 21Q (4030.020000 sec): 3 clusters
  Score: Raw -46377526.405922 + Penalty 6275.541865 = -46371250.864057
  nChanged 1171
		SP:Iteration 22Q (4030.930000 sec): 3 clusters
  Score: Raw -46377687.289821 + Penalty 6275.541865 = -46371411.747956
  nChanged 963
		SP:Iteration 23Q (4031.830000 sec): 3 clusters
  Score: Raw -46377800.425588 + Penalty 6275.541865 = -46371524.883723
  nChanged 793
		SP:Iteration 24Q (4032.730000 sec): 3 clusters
  Score: Raw -46377883.885426 + Penalty 6275.541865 = -46371608.343562
  nChanged 639
		SP:Iteration 25Q (4033.630000 sec): 3 clusters
  Score: Raw -46377943.041750 + Penalty 6275.541865 = -46371667.499885
  nChanged 546
		SP:Iteration 26Q (4034.520000 sec): 3 clusters
  Score: Raw -46377990.087113 + Penalty 6275.541865 = -46371714.545248
  nChanged 486
		SP:Iteration 27Q (4035.410000 sec): 3 clusters
  Score: Raw -46378030.071956 + Penalty 6275.541865 = -46371754.530091
  nChanged 421
		SP:Iteration 28Q (4036.310000 sec): 3 clusters
  Score: Raw -46378060.694168 + Penalty 6275.541865 = -46371785.152304
  nChanged 332
		SP:Iteration 29Q (4037.210000 sec): 3 clusters
  Score: Raw -46378081.971640 + Penalty 6275.541865 = -46371806.429775
  nChanged 290
		SP:Iteration 30Q (4038.090000 sec): 3 clusters
  Score: Raw -46378099.525120 + Penalty 6275.541865 = -46371823.983256
  nChanged 256
		SP:Iteration 31Q (4038.990000 sec): 3 clusters
  Score: Raw -46378114.552955 + Penalty 6275.541865 = -46371839.011090
  nChanged 231
		SP:Iteration 32Q (4039.870000 sec): 3 clusters
  Score: Raw -46378125.499678 + Penalty 6275.541865 = -46371849.957813
  nChanged 160
		SP:Iteration 33Q (4040.760000 sec): 3 clusters
  Score: Raw -46378131.959993 + Penalty 6275.541865 = -46371856.418129
  nChanged 113
		SP:Iteration 34Q (4041.650000 sec): 3 clusters
  Score: Raw -46378136.289787 + Penalty 6275.541865 = -46371860.747923
  nChanged 97
		SP:Iteration 35Q (4042.540000 sec): 3 clusters
  Score: Raw -46378139.914714 + Penalty 6275.541865 = -46371864.372849
  nChanged 93
		SP:Iteration 36Q (4043.430000 sec): 3 clusters
  Score: Raw -46378143.424208 + Penalty 6275.541865 = -46371867.882344
  nChanged 84
		SP:Iteration 37Q (4044.310000 sec): 3 clusters
  Score: Raw -46378146.879850 + Penalty 6275.541865 = -46371871.337985
  nChanged 72
		SP:Iteration 38Q (4045.210000 sec): 3 clusters
  Score: Raw -46378149.352686 + Penalty 6275.541865 = -46371873.810821
  nChanged 61
		SP:Iteration 39Q (4046.090000 sec): 3 clusters
  Score: Raw -46378151.631709 + Penalty 6275.541865 = -46371876.089845
  nChanged 57
		SP:Iteration 40F (4047.240000 sec): 3 clusters
  Score: Raw -46378153.657975 + Penalty 6275.541865 = -46371878.116111
  nChanged 48
		SP:Iteration 41Q (4048.120000 sec): 3 clusters
  Score: Raw -46378154.959586 + Penalty 6275.541865 = -46371879.417721
  nChanged 41
		SP:Iteration 42Q (4049.010000 sec): 3 clusters
  Score: Raw -46378156.247153 + Penalty 6275.541865 = -46371880.705288
  nChanged 44
		SP:Iteration 43Q (4049.890000 sec): 3 clusters
  Score: Raw -46378157.566196 + Penalty 6275.541865 = -46371882.024331
  nChanged 46
		SP:Iteration 44Q (4050.780000 sec): 3 clusters
  Score: Raw -46378158.963781 + Penalty 6275.541865 = -46371883.421916
  nChanged 43
		SP:Iteration 45Q (4051.670000 sec): 3 clusters
  Score: Raw -46378160.344841 + Penalty 6275.541865 = -46371884.802977
  nChanged 39
		SP:Iteration 46Q (4052.560000 sec): 3 clusters
  Score: Raw -46378161.581303 + Penalty 6275.541865 = -46371886.039438
  nChanged 29
		SP:Iteration 47Q (4053.450000 sec): 3 clusters
  Score: Raw -46378162.553146 + Penalty 6275.541865 = -46371887.011281
  nChanged 44
		SP:Iteration 48Q (4054.340000 sec): 3 clusters
  Score: Raw -46378163.994474 + Penalty 6275.541865 = -46371888.452609
  nChanged 36
		SP:Iteration 49Q (4055.230000 sec): 3 clusters
  Score: Raw -46378165.148041 + Penalty 6275.541865 = -46371889.606176
  nChanged 37
		SP:Iteration 50Q (4056.110000 sec): 3 clusters
  Score: Raw -46378166.346546 + Penalty 6275.541865 = -46371890.804681
  nChanged 39
		SP:Iteration 51Q (4056.990000 sec): 3 clusters
  Score: Raw -46378167.605842 + Penalty 6275.541865 = -46371892.063977
  nChanged 33
		SP:Iteration 52Q (4057.880000 sec): 3 clusters
  Score: Raw -46378168.593740 + Penalty 6275.541865 = -46371893.051876
  nChanged 32
		SP:Iteration 53Q (4058.770000 sec): 3 clusters
  Score: Raw -46378169.530362 + Penalty 6275.541865 = -46371893.988498
  nChanged 26
		SP:Iteration 54Q (4059.660000 sec): 3 clusters
  Score: Raw -46378170.255036 + Penalty 6275.541865 = -46371894.713171
  nChanged 25
		SP:Iteration 55Q (4060.550000 sec): 3 clusters
  Score: Raw -46378170.927818 + Penalty 6275.541865 = -46371895.385954
  nChanged 25
		SP:Iteration 56Q (4061.430000 sec): 3 clusters
  Score: Raw -46378171.577993 + Penalty 6275.541865 = -46371896.036128
  nChanged 23
		SP:Iteration 57Q (4062.320000 sec): 3 clusters
  Score: Raw -46378172.188604 + Penalty 6275.541865 = -46371896.646739
  nChanged 17
		SP:Iteration 58Q (4063.210000 sec): 3 clusters
  Score: Raw -46378172.687837 + Penalty 6275.541865 = -46371897.145973
  nChanged 18
		SP:Iteration 59Q (4064.110000 sec): 3 clusters
  Score: Raw -46378173.243151 + Penalty 6275.541865 = -46371897.701287
  nChanged 23
		SP:Iteration 60F (4065.250000 sec): 3 clusters
  Score: Raw -46378173.857827 + Penalty 6275.541865 = -46371898.315962
  nChanged 18
		SP:Iteration 61Q (4066.140000 sec): 3 clusters
  Score: Raw -46378174.258109 + Penalty 6275.541865 = -46371898.716244
  nChanged 13
		SP:Iteration 62Q (4067.010000 sec): 3 clusters
  Score: Raw -46378174.507657 + Penalty 6275.541865 = -46371898.965792
  nChanged 13
		SP:Iteration 63Q (4067.900000 sec): 3 clusters
  Score: Raw -46378174.863588 + Penalty 6275.541865 = -46371899.321723
  nChanged 11
		SP:Iteration 64Q (4068.790000 sec): 3 clusters
  Score: Raw -46378175.113347 + Penalty 6275.541865 = -46371899.571483
  nChanged 9
		SP:Iteration 65Q (4069.680000 sec): 3 clusters
  Score: Raw -46378175.397360 + Penalty 6275.541865 = -46371899.855495
  nChanged 21
		SP:Iteration 66Q (4070.560000 sec): 3 clusters
  Score: Raw -46378175.958876 + Penalty 6275.541865 = -46371900.417011
  nChanged 12
		SP:Iteration 67Q (4071.450000 sec): 3 clusters
  Score: Raw -46378176.312001 + Penalty 6275.541865 = -46371900.770136
  nChanged 13
		SP:Iteration 68Q (4072.330000 sec): 3 clusters
  Score: Raw -46378176.596850 + Penalty 6275.541865 = -46371901.054985
  nChanged 16
		SP:Iteration 69Q (4073.220000 sec): 3 clusters
  Score: Raw -46378176.966335 + Penalty 6275.541865 = -46371901.424470
  nChanged 12
		SP:Iteration 70Q (4074.100000 sec): 3 clusters
  Score: Raw -46378177.288229 + Penalty 6275.541865 = -46371901.746364
  nChanged 14
		SP:Iteration 71Q (4074.990000 sec): 3 clusters
  Score: Raw -46378177.657724 + Penalty 6275.541865 = -46371902.115860
  nChanged 18
		SP:Iteration 72Q (4075.870000 sec): 3 clusters
  Score: Raw -46378178.117579 + Penalty 6275.541865 = -46371902.575714
  nChanged 16
		SP:Iteration 73Q (4076.760000 sec): 3 clusters
  Score: Raw -46378178.606064 + Penalty 6275.541865 = -46371903.064199
  nChanged 19
		SP:Iteration 74Q (4077.650000 sec): 3 clusters
  Score: Raw -46378179.139034 + Penalty 6275.541865 = -46371903.597169
  nChanged 20
		SP:Iteration 75Q (4078.530000 sec): 3 clusters
  Score: Raw -46378179.740942 + Penalty 6275.541865 = -46371904.199077
  nChanged 20
		SP:Iteration 76Q (4079.420000 sec): 3 clusters
  Score: Raw -46378180.345319 + Penalty 6275.541865 = -46371904.803455
  nChanged 27
		SP:Iteration 77Q (4080.300000 sec): 3 clusters
  Score: Raw -46378181.188967 + Penalty 6275.541865 = -46371905.647102
  nChanged 24
		SP:Iteration 78Q (4081.190000 sec): 3 clusters
  Score: Raw -46378181.795956 + Penalty 6275.541865 = -46371906.254091
  nChanged 22
		SP:Iteration 79Q (4082.080000 sec): 3 clusters
  Score: Raw -46378182.255050 + Penalty 6275.541865 = -46371906.713185
  nChanged 21
		SP:Iteration 80F (4083.220000 sec): 3 clusters
  Score: Raw -46378182.715491 + Penalty 6275.541865 = -46371907.173626
  nChanged 13
		SP:Iteration 81Q (4084.110000 sec): 3 clusters
  Score: Raw -46378182.978285 + Penalty 6275.541865 = -46371907.436421
  nChanged 11
		SP:Iteration 82Q (4084.990000 sec): 3 clusters
  Score: Raw -46378183.231548 + Penalty 6275.541865 = -46371907.689683
  nChanged 13
		SP:Iteration 83Q (4085.880000 sec): 3 clusters
  Score: Raw -46378183.519647 + Penalty 6275.541865 = -46371907.977782
  nChanged 13
		SP:Iteration 84Q (4086.770000 sec): 3 clusters
  Score: Raw -46378183.761568 + Penalty 6275.541865 = -46371908.219703
  nChanged 12
		SP:Iteration 85Q (4087.650000 sec): 3 clusters
  Score: Raw -46378183.986805 + Penalty 6275.541865 = -46371908.444940
  nChanged 11
		SP:Iteration 86Q (4088.540000 sec): 3 clusters
  Score: Raw -46378184.204882 + Penalty 6275.541865 = -46371908.663018
  nChanged 5
		SP:Iteration 87Q (4089.420000 sec): 3 clusters
  Score: Raw -46378184.303517 + Penalty 6275.541865 = -46371908.761652
  nChanged 3
		SP:Iteration 88Q (4090.310000 sec): 3 clusters
  Score: Raw -46378184.343709 + Penalty 6275.541865 = -46371908.801844
  nChanged 0
		SP:Iteration 89F (4091.450000 sec): 3 clusters
  Score: Raw -46378184.343709 + Penalty 6275.541865 = -46371908.801844
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 25.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (135939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4091.940000 sec): 2 clusters
  Score: Raw -20196276.490087 + Penalty 2931.350461 = -20193345.139626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4092.450000 sec): 3 clusters
  Score: Raw -20108555.434849 + Penalty 5862.700921 = -20102692.733928
  nChanged 64824
		SP:Iteration 1F (4092.950000 sec): 3 clusters
  Score: Raw -20147101.921117 + Penalty 5862.700921 = -20141239.220196
  nChanged 6375
		SP:Iteration 2Q (4093.470000 sec): 3 clusters
  Score: Raw -20150077.924288 + Penalty 5862.700921 = -20144215.223367
  nChanged 8229
		SP:Iteration 3F (4093.970000 sec): 3 clusters
  Score: Raw -20155385.669318 + Penalty 5862.700921 = -20149522.968397
  nChanged 10386
		SP:Iteration 4F (4094.470000 sec): 3 clusters
  Score: Raw -20163443.457804 + Penalty 5862.700921 = -20157580.756883
  nChanged 11388
		SP:Iteration 5F (4094.980000 sec): 3 clusters
  Score: Raw -20172412.763498 + Penalty 5862.700921 = -20166550.062577
  nChanged 10071
		SP:Iteration 6F (4095.480000 sec): 3 clusters
  Score: Raw -20179323.193927 + Penalty 5862.700921 = -20173460.493006
  nChanged 7635
		SP:Iteration 7F (4095.980000 sec): 3 clusters
  Score: Raw -20183507.914756 + Penalty 5862.700921 = -20177645.213835
  nChanged 5655
		SP:Iteration 8Q (4096.490000 sec): 3 clusters
  Score: Raw -20185878.385953 + Penalty 5862.700921 = -20180015.685032
  nChanged 4162
		SP:Iteration 9Q (4096.990000 sec): 3 clusters
  Score: Raw -20187354.675757 + Penalty 5862.700921 = -20181491.974836
  nChanged 3398
		SP:Iteration 10Q (4097.500000 sec): 3 clusters
  Score: Raw -20188474.036118 + Penalty 5862.700921 = -20182611.335196
  nChanged 3077
		SP:Iteration 11Q (4098.010000 sec): 3 clusters
  Score: Raw -20189453.419513 + Penalty 5862.700921 = -20183590.718591
  nChanged 3015
		SP:Iteration 12Q (4098.510000 sec): 3 clusters
  Score: Raw -20190411.082568 + Penalty 5862.700921 = -20184548.381647
  nChanged 3068
		SP:Iteration 13Q (4099.010000 sec): 3 clusters
  Score: Raw -20191405.399209 + Penalty 5862.700921 = -20185542.698288
  nChanged 3123
		SP:Iteration 14Q (4099.510000 sec): 3 clusters
  Score: Raw -20192401.197551 + Penalty 5862.700921 = -20186538.496630
  nChanged 3155
		SP:Iteration 15Q (4100.010000 sec): 3 clusters
  Score: Raw -20193381.885400 + Penalty 5862.700921 = -20187519.184479
  nChanged 3224
		SP:Iteration 16Q (4100.500000 sec): 3 clusters
  Score: Raw -20194389.626462 + Penalty 5862.700921 = -20188526.925541
  nChanged 3212
		SP:Iteration 17Q (4100.990000 sec): 3 clusters
  Score: Raw -20195399.866739 + Penalty 5862.700921 = -20189537.165818
  nChanged 3190
		SP:Iteration 18Q (4101.480000 sec): 3 clusters
  Score: Raw -20196411.828495 + Penalty 5862.700921 = -20190549.127574
  nChanged 3187
		SP:Iteration 19Q (4101.960000 sec): 3 clusters
  Score: Raw -20197411.539517 + Penalty 5862.700921 = -20191548.838596
  nChanged 3051
		SP:Iteration 20F (4102.460000 sec): 3 clusters
  Score: Raw -20198344.852221 + Penalty 5862.700921 = -20192482.151300
  nChanged 2868
		SP:Iteration 21Q (4102.930000 sec): 3 clusters
  Score: Raw -20199168.043128 + Penalty 5862.700921 = -20193305.342207
  nChanged 2608
		SP:Iteration 22Q (4103.400000 sec): 3 clusters
  Score: Raw -20199875.961653 + Penalty 5862.700921 = -20194013.260732
  nChanged 2402
		SP:Iteration 23Q (4103.870000 sec): 3 clusters
  Score: Raw -20200502.624642 + Penalty 5862.700921 = -20194639.923721
  nChanged 2232
		SP:Iteration 24Q (4104.330000 sec): 3 clusters
  Score: Raw -20201061.314197 + Penalty 5862.700921 = -20195198.613276
  nChanged 2018
		SP:Iteration 25Q (4104.790000 sec): 3 clusters
  Score: Raw -20201527.549746 + Penalty 5862.700921 = -20195664.848825
  nChanged 1805
		SP:Iteration 26Q (4105.240000 sec): 3 clusters
  Score: Raw -20201906.145293 + Penalty 5862.700921 = -20196043.444372
  nChanged 1543
		SP:Iteration 27Q (4105.690000 sec): 3 clusters
  Score: Raw -20202194.378128 + Penalty 5862.700921 = -20196331.677207
  nChanged 1330
		SP:Iteration 28Q (4106.150000 sec): 3 clusters
  Score: Raw -20202420.078986 + Penalty 5862.700921 = -20196557.378065
  nChanged 1166
		SP:Iteration 29Q (4106.590000 sec): 3 clusters
  Score: Raw -20202597.144739 + Penalty 5862.700921 = -20196734.443818
  nChanged 1019
		SP:Iteration 30Q (4107.040000 sec): 3 clusters
  Score: Raw -20202737.246485 + Penalty 5862.700921 = -20196874.545563
  nChanged 859
		SP:Iteration 31Q (4107.480000 sec): 3 clusters
  Score: Raw -20202846.393890 + Penalty 5862.700921 = -20196983.692969
  nChanged 722
		SP:Iteration 32Q (4107.920000 sec): 3 clusters
  Score: Raw -20202923.610740 + Penalty 5862.700921 = -20197060.909818
  nChanged 620
		SP:Iteration 33Q (4108.360000 sec): 3 clusters
  Score: Raw -20202981.039240 + Penalty 5862.700921 = -20197118.338318
  nChanged 509
		SP:Iteration 34Q (4108.800000 sec): 3 clusters
  Score: Raw -20203023.412881 + Penalty 5862.700921 = -20197160.711960
  nChanged 485
		SP:Iteration 35Q (4109.230000 sec): 3 clusters
  Score: Raw -20203063.073362 + Penalty 5862.700921 = -20197200.372441
  nChanged 444
		SP:Iteration 36Q (4109.670000 sec): 3 clusters
  Score: Raw -20203098.540895 + Penalty 5862.700921 = -20197235.839974
  nChanged 397
		SP:Iteration 37Q (4110.100000 sec): 3 clusters
  Score: Raw -20203126.064089 + Penalty 5862.700921 = -20197263.363168
  nChanged 311
		SP:Iteration 38Q (4110.540000 sec): 3 clusters
  Score: Raw -20203145.247621 + Penalty 5862.700921 = -20197282.546699
  nChanged 277
		SP:Iteration 39Q (4110.970000 sec): 3 clusters
  Score: Raw -20203162.049024 + Penalty 5862.700921 = -20197299.348103
  nChanged 258
		SP:Iteration 40F (4111.470000 sec): 3 clusters
  Score: Raw -20203178.121601 + Penalty 5862.700921 = -20197315.420680
  nChanged 230
		SP:Iteration 41Q (4111.900000 sec): 3 clusters
  Score: Raw -20203190.397276 + Penalty 5862.700921 = -20197327.696355
  nChanged 202
		SP:Iteration 42Q (4112.330000 sec): 3 clusters
  Score: Raw -20203199.862420 + Penalty 5862.700921 = -20197337.161498
  nChanged 184
		SP:Iteration 43Q (4112.770000 sec): 3 clusters
  Score: Raw -20203209.265390 + Penalty 5862.700921 = -20197346.564468
  nChanged 169
		SP:Iteration 44Q (4113.190000 sec): 3 clusters
  Score: Raw -20203218.221228 + Penalty 5862.700921 = -20197355.520307
  nChanged 136
		SP:Iteration 45Q (4113.630000 sec): 3 clusters
  Score: Raw -20203224.119596 + Penalty 5862.700921 = -20197361.418675
  nChanged 118
		SP:Iteration 46Q (4114.050000 sec): 3 clusters
  Score: Raw -20203229.127111 + Penalty 5862.700921 = -20197366.426190
  nChanged 114
		SP:Iteration 47Q (4114.490000 sec): 3 clusters
  Score: Raw -20203233.378205 + Penalty 5862.700921 = -20197370.677284
  nChanged 100
		SP:Iteration 48Q (4114.910000 sec): 3 clusters
  Score: Raw -20203237.043845 + Penalty 5862.700921 = -20197374.342924
  nChanged 101
		SP:Iteration 49Q (4115.340000 sec): 3 clusters
  Score: Raw -20203240.760460 + Penalty 5862.700921 = -20197378.059539
  nChanged 86
		SP:Iteration 50Q (4115.770000 sec): 3 clusters
  Score: Raw -20203243.795103 + Penalty 5862.700921 = -20197381.094182
  nChanged 69
		SP:Iteration 51Q (4116.190000 sec): 3 clusters
  Score: Raw -20203246.099698 + Penalty 5862.700921 = -20197383.398776
  nChanged 67
		SP:Iteration 52Q (4116.630000 sec): 3 clusters
  Score: Raw -20203247.907289 + Penalty 5862.700921 = -20197385.206368
  nChanged 45
		SP:Iteration 53Q (4117.050000 sec): 3 clusters
  Score: Raw -20203249.384944 + Penalty 5862.700921 = -20197386.684023
  nChanged 65
		SP:Iteration 54Q (4117.480000 sec): 3 clusters
  Score: Raw -20203251.884718 + Penalty 5862.700921 = -20197389.183797
  nChanged 70
		SP:Iteration 55Q (4117.910000 sec): 3 clusters
  Score: Raw -20203254.610585 + Penalty 5862.700921 = -20197391.909664
  nChanged 64
		SP:Iteration 56Q (4118.340000 sec): 3 clusters
  Score: Raw -20203256.898920 + Penalty 5862.700921 = -20197394.197999
  nChanged 61
		SP:Iteration 57Q (4118.770000 sec): 3 clusters
  Score: Raw -20203259.374155 + Penalty 5862.700921 = -20197396.673233
  nChanged 60
		SP:Iteration 58Q (4119.200000 sec): 3 clusters
  Score: Raw -20203261.467307 + Penalty 5862.700921 = -20197398.766386
  nChanged 56
		SP:Iteration 59Q (4119.630000 sec): 3 clusters
  Score: Raw -20203263.058484 + Penalty 5862.700921 = -20197400.357562
  nChanged 41
		SP:Iteration 60F (4120.130000 sec): 3 clusters
  Score: Raw -20203264.304902 + Penalty 5862.700921 = -20197401.603981
  nChanged 42
		SP:Iteration 61Q (4120.550000 sec): 3 clusters
  Score: Raw -20203265.547246 + Penalty 5862.700921 = -20197402.846324
  nChanged 39
		SP:Iteration 62Q (4120.980000 sec): 3 clusters
  Score: Raw -20203266.687896 + Penalty 5862.700921 = -20197403.986974
  nChanged 29
		SP:Iteration 63Q (4121.410000 sec): 3 clusters
  Score: Raw -20203267.532461 + Penalty 5862.700921 = -20197404.831540
  nChanged 30
		SP:Iteration 64Q (4121.830000 sec): 3 clusters
  Score: Raw -20203268.261066 + Penalty 5862.700921 = -20197405.560145
  nChanged 26
		SP:Iteration 65Q (4122.260000 sec): 3 clusters
  Score: Raw -20203269.038160 + Penalty 5862.700921 = -20197406.337239
  nChanged 25
		SP:Iteration 66Q (4122.690000 sec): 3 clusters
  Score: Raw -20203269.871895 + Penalty 5862.700921 = -20197407.170974
  nChanged 28
		SP:Iteration 67Q (4123.110000 sec): 3 clusters
  Score: Raw -20203270.638122 + Penalty 5862.700921 = -20197407.937201
  nChanged 23
		SP:Iteration 68Q (4123.530000 sec): 3 clusters
  Score: Raw -20203271.254881 + Penalty 5862.700921 = -20197408.553960
  nChanged 26
		SP:Iteration 69Q (4123.960000 sec): 3 clusters
  Score: Raw -20203272.201924 + Penalty 5862.700921 = -20197409.501002
  nChanged 18
		SP:Iteration 70Q (4124.390000 sec): 3 clusters
  Score: Raw -20203272.613738 + Penalty 5862.700921 = -20197409.912817
  nChanged 13
		SP:Iteration 71Q (4124.810000 sec): 3 clusters
  Score: Raw -20203272.902355 + Penalty 5862.700921 = -20197410.201434
  nChanged 13
		SP:Iteration 72Q (4125.240000 sec): 3 clusters
  Score: Raw -20203273.315355 + Penalty 5862.700921 = -20197410.614434
  nChanged 17
		SP:Iteration 73Q (4125.670000 sec): 3 clusters
  Score: Raw -20203273.796239 + Penalty 5862.700921 = -20197411.095318
  nChanged 10
		SP:Iteration 74Q (4126.100000 sec): 3 clusters
  Score: Raw -20203274.087795 + Penalty 5862.700921 = -20197411.386873
  nChanged 14
		SP:Iteration 75Q (4126.530000 sec): 3 clusters
  Score: Raw -20203274.428622 + Penalty 5862.700921 = -20197411.727701
  nChanged 11
		SP:Iteration 76Q (4126.950000 sec): 3 clusters
  Score: Raw -20203274.629507 + Penalty 5862.700921 = -20197411.928586
  nChanged 12
		SP:Iteration 77Q (4127.380000 sec): 3 clusters
  Score: Raw -20203274.890523 + Penalty 5862.700921 = -20197412.189602
  nChanged 9
		SP:Iteration 78Q (4127.810000 sec): 3 clusters
  Score: Raw -20203275.103952 + Penalty 5862.700921 = -20197412.403031
  nChanged 8
		SP:Iteration 79Q (4128.230000 sec): 3 clusters
  Score: Raw -20203275.282910 + Penalty 5862.700921 = -20197412.581989
  nChanged 11
		SP:Iteration 80F (4128.730000 sec): 3 clusters
  Score: Raw -20203275.527802 + Penalty 5862.700921 = -20197412.826881
  nChanged 8
		SP:Iteration 81Q (4129.160000 sec): 3 clusters
  Score: Raw -20203275.703525 + Penalty 5862.700921 = -20197413.002604
  nChanged 13
		SP:Iteration 82Q (4129.590000 sec): 3 clusters
  Score: Raw -20203275.943156 + Penalty 5862.700921 = -20197413.242234
  nChanged 10
		SP:Iteration 83Q (4130.020000 sec): 3 clusters
  Score: Raw -20203276.139142 + Penalty 5862.700921 = -20197413.438221
  nChanged 8
		SP:Iteration 84Q (4130.450000 sec): 3 clusters
  Score: Raw -20203276.324793 + Penalty 5862.700921 = -20197413.623872
  nChanged 9
		SP:Iteration 85Q (4130.870000 sec): 3 clusters
  Score: Raw -20203276.532439 + Penalty 5862.700921 = -20197413.831518
  nChanged 8
		SP:Iteration 86Q (4131.300000 sec): 3 clusters
  Score: Raw -20203276.720308 + Penalty 5862.700921 = -20197414.019387
  nChanged 4
		SP:Iteration 87Q (4131.730000 sec): 3 clusters
  Score: Raw -20203276.780570 + Penalty 5862.700921 = -20197414.079649
  nChanged 1
		SP:Iteration 88Q (4132.160000 sec): 3 clusters
  Score: Raw -20203276.799413 + Penalty 5862.700921 = -20197414.098492
  nChanged 4
		SP:Iteration 89Q (4132.590000 sec): 3 clusters
  Score: Raw -20203276.891747 + Penalty 5862.700921 = -20197414.190826
  nChanged 3
		SP:Iteration 90Q (4133.010000 sec): 3 clusters
  Score: Raw -20203277.004400 + Penalty 5862.700921 = -20197414.303479
  nChanged 5
		SP:Iteration 91Q (4133.440000 sec): 3 clusters
  Score: Raw -20203277.142379 + Penalty 5862.700921 = -20197414.441457
  nChanged 8
		SP:Iteration 92Q (4133.870000 sec): 3 clusters
  Score: Raw -20203277.276300 + Penalty 5862.700921 = -20197414.575379
  nChanged 2
		SP:Iteration 93Q (4134.290000 sec): 3 clusters
  Score: Raw -20203277.303195 + Penalty 5862.700921 = -20197414.602274
  nChanged 0
		SP:Iteration 94F (4134.790000 sec): 3 clusters
  Score: Raw -20203277.303195 + Penalty 5862.700921 = -20197414.602274
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 26.
Iteration 20F (4163.500000 sec): 27 clusters
  Score: Raw -117515018.376134 + Penalty 87741.839050 = -117427276.537084
  nChanged 23736
Iteration 21Q (4173.240000 sec): 27 clusters
  Score: Raw -117526992.675716 + Penalty 87741.839050 = -117439250.836666
  nChanged 13322
Iteration 22Q (4182.610000 sec): 27 clusters
  Score: Raw -117531289.297978 + Penalty 87741.839050 = -117443547.458928
  nChanged 10481
Iteration 23Q (4191.830000 sec): 27 clusters
  Score: Raw -117534040.002938 + Penalty 87741.839050 = -117446298.163888
  nChanged 8984
Iteration 24Q (4200.890000 sec): 27 clusters
  Score: Raw -117536137.729200 + Penalty 87741.839050 = -117448395.890151
  nChanged 7903
Iteration 25Q (4209.880000 sec): 27 clusters
  Score: Raw -117537788.476618 + Penalty 87741.839050 = -117450046.637568
  nChanged 7107
Iteration 26Q (4218.850000 sec): 27 clusters
  Score: Raw -117539175.808874 + Penalty 87741.839050 = -117451433.969825
  nChanged 6570
Iteration 27Q (4227.780000 sec): 27 clusters
  Score: Raw -117540342.947168 + Penalty 87741.839050 = -117452601.108119
  nChanged 6188
Iteration 28Q (4236.640000 sec): 27 clusters
  Score: Raw -117541352.349118 + Penalty 87741.839050 = -117453610.510068
  nChanged 5581
Iteration 29Q (4245.490000 sec): 27 clusters
  Score: Raw -117542226.913235 + Penalty 87741.839050 = -117454485.074186
  nChanged 5163
Iteration 30Q (4254.310000 sec): 27 clusters
  Score: Raw -117543033.677092 + Penalty 87741.839050 = -117455291.838043
  nChanged 4912
Iteration 31Q (4263.090000 sec): 27 clusters
  Score: Raw -117543786.035840 + Penalty 87741.839050 = -117456044.196790
  nChanged 4677
Iteration 32Q (4271.860000 sec): 27 clusters
  Score: Raw -117544519.219890 + Penalty 87741.839050 = -117456777.380840
  nChanged 4553
Iteration 33Q (4280.620000 sec): 27 clusters
  Score: Raw -117545232.777636 + Penalty 87741.839050 = -117457490.938587
  nChanged 4396
Iteration 34Q (4289.330000 sec): 27 clusters
  Score: Raw -117545921.371581 + Penalty 87741.839050 = -117458179.532531
  nChanged 4189
Iteration 35Q (4298.040000 sec): 27 clusters
  Score: Raw -117546571.144500 + Penalty 87741.839050 = -117458829.305451
  nChanged 4046
Iteration 36Q (4306.730000 sec): 27 clusters
  Score: Raw -117547211.070380 + Penalty 87741.839050 = -117459469.231330
  nChanged 3893
Iteration 37Q (4315.400000 sec): 27 clusters
  Score: Raw -117547837.895581 + Penalty 87741.839050 = -117460096.056531
  nChanged 3825
Iteration 38Q (4324.070000 sec): 27 clusters
  Score: Raw -117548444.158075 + Penalty 87741.839050 = -117460702.319025
  nChanged 3722
Iteration 39Q (4332.710000 sec): 27 clusters
  Score: Raw -117549068.290349 + Penalty 87741.839050 = -117461326.451299
  nChanged 3601
Iteration 40F (4361.270000 sec): 27 clusters
  Score: Raw -117550613.624798 + Penalty 87741.839050 = -117462871.785748
  nChanged 3634
Iteration 41Q (4368.980000 sec): 27 clusters
  Score: Raw -117551999.432836 + Penalty 87741.839050 = -117464257.593786
  nChanged 3591
Iteration 42Q (4376.700000 sec): 27 clusters
  Score: Raw -117552795.670585 + Penalty 87741.839050 = -117465053.831536
  nChanged 3471
Iteration 43Q (4384.410000 sec): 27 clusters
  Score: Raw -117553604.156847 + Penalty 87741.839050 = -117465862.317798
  nChanged 3501
Iteration 44Q (4392.130000 sec): 27 clusters
  Score: Raw -117554540.371334 + Penalty 87741.839050 = -117466798.532285
  nChanged 3536
Iteration 45Q (4399.800000 sec): 27 clusters
  Score: Raw -117555429.831941 + Penalty 87741.839050 = -117467687.992892
  nChanged 3354
Iteration 46Q (4407.460000 sec): 27 clusters
  Score: Raw -117556173.502568 + Penalty 87741.839050 = -117468431.663518
  nChanged 3190
Iteration 47Q (4415.120000 sec): 27 clusters
  Score: Raw -117556814.084308 + Penalty 87741.839050 = -117469072.245258
  nChanged 2908
Iteration 48Q (4422.760000 sec): 27 clusters
  Score: Raw -117557296.910341 + Penalty 87741.839050 = -117469555.071291
  nChanged 2713
Iteration 49Q (4430.370000 sec): 27 clusters
  Score: Raw -117557682.557712 + Penalty 87741.839050 = -117469940.718662
  nChanged 2384
Iteration 50Q (4438.000000 sec): 27 clusters
  Score: Raw -117557973.616671 + Penalty 87741.839050 = -117470231.777622
  nChanged 2090
Iteration 51Q (4445.570000 sec): 27 clusters
  Score: Raw -117558196.734372 + Penalty 87741.839050 = -117470454.895323
  nChanged 1914
Iteration 52Q (4453.140000 sec): 27 clusters
  Score: Raw -117558398.897791 + Penalty 87741.839050 = -117470657.058742
  nChanged 1764
Iteration 53Q (4460.710000 sec): 27 clusters
  Score: Raw -117558575.454784 + Penalty 87741.839050 = -117470833.615734
  nChanged 1707
Iteration 54Q (4468.270000 sec): 27 clusters
  Score: Raw -117558720.019857 + Penalty 87741.839050 = -117470978.180807
  nChanged 1487
Iteration 55Q (4475.820000 sec): 27 clusters
  Score: Raw -117558828.092661 + Penalty 87741.839050 = -117471086.253611
  nChanged 1327
Iteration 56Q (4483.370000 sec): 27 clusters
  Score: Raw -117558914.157613 + Penalty 87741.839050 = -117471172.318563
  nChanged 1190
Iteration 57Q (4490.890000 sec): 27 clusters
  Score: Raw -117558989.605826 + Penalty 87741.839050 = -117471247.766776
  nChanged 1066
Iteration 58Q (4498.410000 sec): 27 clusters
  Score: Raw -117559054.158597 + Penalty 87741.839050 = -117471312.319548
  nChanged 961
Writing temp clu file 
Because OldScore, -117471247.766776, is greater than current (better) Score,-117471312.319548 
 Compute initial score before splitting:   Score: Raw -117559054.158597 + Penalty 87741.839050 = -117471312.319548
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (6966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4498.600000 sec): 2 clusters
  Score: Raw -1022875.581092 + Penalty 2194.501520 = -1020681.079572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4498.630000 sec): 3 clusters
  Score: Raw -1019327.136669 + Penalty 4389.003040 = -1014938.133629
  nChanged 2768
		SP:Iteration 1F (4498.650000 sec): 3 clusters
  Score: Raw -1020824.261544 + Penalty 4389.003040 = -1016435.258504
  nChanged 524
		SP:Iteration 2F (4498.680000 sec): 3 clusters
  Score: Raw -1021105.536121 + Penalty 4389.003040 = -1016716.533081
  nChanged 387
		SP:Iteration 3F (4498.700000 sec): 3 clusters
  Score: Raw -1021307.661710 + Penalty 4389.003040 = -1016918.658671
  nChanged 272
		SP:Iteration 4Q (4498.730000 sec): 3 clusters
  Score: Raw -1021437.234449 + Penalty 4389.003040 = -1017048.231409
  nChanged 245
		SP:Iteration 5Q (4498.750000 sec): 3 clusters
  Score: Raw -1021564.813104 + Penalty 4389.003040 = -1017175.810064
  nChanged 230
		SP:Iteration 6Q (4498.780000 sec): 3 clusters
  Score: Raw -1021681.930461 + Penalty 4389.003040 = -1017292.927421
  nChanged 216
		SP:Iteration 7Q (4498.800000 sec): 3 clusters
  Score: Raw -1021794.879341 + Penalty 4389.003040 = -1017405.876302
  nChanged 184
		SP:Iteration 8Q (4498.830000 sec): 3 clusters
  Score: Raw -1021885.889448 + Penalty 4389.003040 = -1017496.886408
  nChanged 158
		SP:Iteration 9Q (4498.860000 sec): 3 clusters
  Score: Raw -1021956.017819 + Penalty 4389.003040 = -1017567.014779
  nChanged 138
		SP:Iteration 10Q (4498.880000 sec): 3 clusters
  Score: Raw -1022014.863123 + Penalty 4389.003040 = -1017625.860083
  nChanged 134
		SP:Iteration 11Q (4498.900000 sec): 3 clusters
  Score: Raw -1022080.833012 + Penalty 4389.003040 = -1017691.829973
  nChanged 126
		SP:Iteration 12Q (4498.930000 sec): 3 clusters
  Score: Raw -1022136.995511 + Penalty 4389.003040 = -1017747.992471
  nChanged 115
		SP:Iteration 13Q (4498.960000 sec): 3 clusters
  Score: Raw -1022186.902231 + Penalty 4389.003040 = -1017797.899191
  nChanged 92
		SP:Iteration 14Q (4498.980000 sec): 3 clusters
  Score: Raw -1022225.214748 + Penalty 4389.003040 = -1017836.211709
  nChanged 80
		SP:Iteration 15Q (4499.000000 sec): 3 clusters
  Score: Raw -1022262.679708 + Penalty 4389.003040 = -1017873.676668
  nChanged 81
		SP:Iteration 16Q (4499.030000 sec): 3 clusters
  Score: Raw -1022299.285956 + Penalty 4389.003040 = -1017910.282916
  nChanged 73
		SP:Iteration 17Q (4499.060000 sec): 3 clusters
  Score: Raw -1022327.998598 + Penalty 4389.003040 = -1017938.995558
  nChanged 66
		SP:Iteration 18Q (4499.080000 sec): 3 clusters
  Score: Raw -1022355.523782 + Penalty 4389.003040 = -1017966.520743
  nChanged 65
		SP:Iteration 19Q (4499.100000 sec): 3 clusters
  Score: Raw -1022384.713396 + Penalty 4389.003040 = -1017995.710356
  nChanged 71
		SP:Iteration 20F (4499.130000 sec): 3 clusters
  Score: Raw -1022415.354258 + Penalty 4389.003040 = -1018026.351219
  nChanged 66
		SP:Iteration 21Q (4499.160000 sec): 3 clusters
  Score: Raw -1022440.323998 + Penalty 4389.003040 = -1018051.320959
  nChanged 62
		SP:Iteration 22Q (4499.180000 sec): 3 clusters
  Score: Raw -1022462.416104 + Penalty 4389.003040 = -1018073.413064
  nChanged 58
		SP:Iteration 23Q (4499.200000 sec): 3 clusters
  Score: Raw -1022483.395554 + Penalty 4389.003040 = -1018094.392514
  nChanged 60
		SP:Iteration 24Q (4499.230000 sec): 3 clusters
  Score: Raw -1022505.911925 + Penalty 4389.003040 = -1018116.908885
  nChanged 52
		SP:Iteration 25Q (4499.250000 sec): 3 clusters
  Score: Raw -1022526.028625 + Penalty 4389.003040 = -1018137.025585
  nChanged 55
		SP:Iteration 26Q (4499.280000 sec): 3 clusters
  Score: Raw -1022548.892597 + Penalty 4389.003040 = -1018159.889558
  nChanged 58
		SP:Iteration 27Q (4499.300000 sec): 3 clusters
  Score: Raw -1022570.559488 + Penalty 4389.003040 = -1018181.556449
  nChanged 49
		SP:Iteration 28Q (4499.320000 sec): 3 clusters
  Score: Raw -1022586.568963 + Penalty 4389.003040 = -1018197.565923
  nChanged 43
		SP:Iteration 29Q (4499.350000 sec): 3 clusters
  Score: Raw -1022601.851031 + Penalty 4389.003040 = -1018212.847991
  nChanged 40
		SP:Iteration 30Q (4499.370000 sec): 3 clusters
  Score: Raw -1022616.364859 + Penalty 4389.003040 = -1018227.361820
  nChanged 38
		SP:Iteration 31Q (4499.400000 sec): 3 clusters
  Score: Raw -1022629.233900 + Penalty 4389.003040 = -1018240.230861
  nChanged 30
		SP:Iteration 32Q (4499.420000 sec): 3 clusters
  Score: Raw -1022639.615745 + Penalty 4389.003040 = -1018250.612705
  nChanged 37
		SP:Iteration 33Q (4499.440000 sec): 3 clusters
  Score: Raw -1022652.160783 + Penalty 4389.003040 = -1018263.157743
  nChanged 30
		SP:Iteration 34Q (4499.470000 sec): 3 clusters
  Score: Raw -1022665.893821 + Penalty 4389.003040 = -1018276.890781
  nChanged 36
		SP:Iteration 35Q (4499.490000 sec): 3 clusters
  Score: Raw -1022680.411238 + Penalty 4389.003040 = -1018291.408198
  nChanged 37
		SP:Iteration 36Q (4499.520000 sec): 3 clusters
  Score: Raw -1022692.075685 + Penalty 4389.003040 = -1018303.072646
  nChanged 40
		SP:Iteration 37Q (4499.540000 sec): 3 clusters
  Score: Raw -1022704.971311 + Penalty 4389.003040 = -1018315.968271
  nChanged 43
		SP:Iteration 38Q (4499.560000 sec): 3 clusters
  Score: Raw -1022721.131639 + Penalty 4389.003040 = -1018332.128599
  nChanged 42
		SP:Iteration 39Q (4499.590000 sec): 3 clusters
  Score: Raw -1022737.981046 + Penalty 4389.003040 = -1018348.978006
  nChanged 43
		SP:Iteration 40F (4499.610000 sec): 3 clusters
  Score: Raw -1022755.050424 + Penalty 4389.003040 = -1018366.047385
  nChanged 40
		SP:Iteration 41Q (4499.640000 sec): 3 clusters
  Score: Raw -1022771.535032 + Penalty 4389.003040 = -1018382.531992
  nChanged 45
		SP:Iteration 42Q (4499.660000 sec): 3 clusters
  Score: Raw -1022788.975888 + Penalty 4389.003040 = -1018399.972848
  nChanged 41
		SP:Iteration 43Q (4499.680000 sec): 3 clusters
  Score: Raw -1022801.698912 + Penalty 4389.003040 = -1018412.695872
  nChanged 31
		SP:Iteration 44Q (4499.710000 sec): 3 clusters
  Score: Raw -1022811.181123 + Penalty 4389.003040 = -1018422.178083
  nChanged 25
		SP:Iteration 45Q (4499.730000 sec): 3 clusters
  Score: Raw -1022819.323721 + Penalty 4389.003040 = -1018430.320681
  nChanged 26
		SP:Iteration 46Q (4499.750000 sec): 3 clusters
  Score: Raw -1022828.423524 + Penalty 4389.003040 = -1018439.420485
  nChanged 30
		SP:Iteration 47Q (4499.780000 sec): 3 clusters
  Score: Raw -1022839.806759 + Penalty 4389.003040 = -1018450.803719
  nChanged 32
		SP:Iteration 48Q (4499.800000 sec): 3 clusters
  Score: Raw -1022853.018745 + Penalty 4389.003040 = -1018464.015706
  nChanged 35
		SP:Iteration 49Q (4499.820000 sec): 3 clusters
  Score: Raw -1022864.138085 + Penalty 4389.003040 = -1018475.135046
  nChanged 26
		SP:Iteration 50Q (4499.850000 sec): 3 clusters
  Score: Raw -1022873.924535 + Penalty 4389.003040 = -1018484.921496
  nChanged 31
		SP:Iteration 51Q (4499.870000 sec): 3 clusters
  Score: Raw -1022885.328105 + Penalty 4389.003040 = -1018496.325065
  nChanged 29
		SP:Iteration 52Q (4499.890000 sec): 3 clusters
  Score: Raw -1022893.708385 + Penalty 4389.003040 = -1018504.705345
  nChanged 28
		SP:Iteration 53Q (4499.920000 sec): 3 clusters
  Score: Raw -1022902.850430 + Penalty 4389.003040 = -1018513.847390
  nChanged 18
		SP:Iteration 54Q (4499.940000 sec): 3 clusters
  Score: Raw -1022908.890560 + Penalty 4389.003040 = -1018519.887520
  nChanged 16
		SP:Iteration 55Q (4499.960000 sec): 3 clusters
  Score: Raw -1022915.341697 + Penalty 4389.003040 = -1018526.338657
  nChanged 23
		SP:Iteration 56Q (4499.980000 sec): 3 clusters
  Score: Raw -1022923.620136 + Penalty 4389.003040 = -1018534.617097
  nChanged 27
		SP:Iteration 57Q (4500.010000 sec): 3 clusters
  Score: Raw -1022933.170389 + Penalty 4389.003040 = -1018544.167350
  nChanged 20
		SP:Iteration 58Q (4500.030000 sec): 3 clusters
  Score: Raw -1022939.892147 + Penalty 4389.003040 = -1018550.889108
  nChanged 22
		SP:Iteration 59Q (4500.050000 sec): 3 clusters
  Score: Raw -1022947.331037 + Penalty 4389.003040 = -1018558.327997
  nChanged 18
		SP:Iteration 60F (4500.080000 sec): 3 clusters
  Score: Raw -1022954.808984 + Penalty 4389.003040 = -1018565.805944
  nChanged 23
		SP:Iteration 61Q (4500.100000 sec): 3 clusters
  Score: Raw -1022963.524144 + Penalty 4389.003040 = -1018574.521105
  nChanged 24
		SP:Iteration 62Q (4500.120000 sec): 3 clusters
  Score: Raw -1022972.260581 + Penalty 4389.003040 = -1018583.257541
  nChanged 20
		SP:Iteration 63Q (4500.150000 sec): 3 clusters
  Score: Raw -1022978.672405 + Penalty 4389.003040 = -1018589.669365
  nChanged 15
		SP:Iteration 64Q (4500.170000 sec): 3 clusters
  Score: Raw -1022983.531044 + Penalty 4389.003040 = -1018594.528004
  nChanged 17
		SP:Iteration 65Q (4500.190000 sec): 3 clusters
  Score: Raw -1022989.350573 + Penalty 4389.003040 = -1018600.347533
  nChanged 13
		SP:Iteration 66Q (4500.210000 sec): 3 clusters
  Score: Raw -1022994.774391 + Penalty 4389.003040 = -1018605.771352
  nChanged 12
		SP:Iteration 67Q (4500.240000 sec): 3 clusters
  Score: Raw -1022998.394637 + Penalty 4389.003040 = -1018609.391598
  nChanged 10
		SP:Iteration 68Q (4500.260000 sec): 3 clusters
  Score: Raw -1023002.905836 + Penalty 4389.003040 = -1018613.902796
  nChanged 12
		SP:Iteration 69Q (4500.280000 sec): 3 clusters
  Score: Raw -1023007.372833 + Penalty 4389.003040 = -1018618.369793
  nChanged 13
		SP:Iteration 70Q (4500.300000 sec): 3 clusters
  Score: Raw -1023011.732600 + Penalty 4389.003040 = -1018622.729560
  nChanged 15
		SP:Iteration 71Q (4500.320000 sec): 3 clusters
  Score: Raw -1023018.232221 + Penalty 4389.003040 = -1018629.229182
  nChanged 18
		SP:Iteration 72Q (4500.350000 sec): 3 clusters
  Score: Raw -1023026.071510 + Penalty 4389.003040 = -1018637.068471
  nChanged 15
		SP:Iteration 73Q (4500.370000 sec): 3 clusters
  Score: Raw -1023032.632889 + Penalty 4389.003040 = -1018643.629849
  nChanged 10
		SP:Iteration 74Q (4500.390000 sec): 3 clusters
  Score: Raw -1023037.950043 + Penalty 4389.003040 = -1018648.947004
  nChanged 16
		SP:Iteration 75Q (4500.410000 sec): 3 clusters
  Score: Raw -1023045.348249 + Penalty 4389.003040 = -1018656.345209
  nChanged 15
		SP:Iteration 76Q (4500.430000 sec): 3 clusters
  Score: Raw -1023052.619937 + Penalty 4389.003040 = -1018663.616897
  nChanged 17
		SP:Iteration 77Q (4500.460000 sec): 3 clusters
  Score: Raw -1023060.473835 + Penalty 4389.003040 = -1018671.470795
  nChanged 19
		SP:Iteration 78Q (4500.480000 sec): 3 clusters
  Score: Raw -1023067.510259 + Penalty 4389.003040 = -1018678.507219
  nChanged 12
		SP:Iteration 79Q (4500.500000 sec): 3 clusters
  Score: Raw -1023072.783679 + Penalty 4389.003040 = -1018683.780639
  nChanged 11
		SP:Iteration 80F (4500.520000 sec): 3 clusters
  Score: Raw -1023077.732300 + Penalty 4389.003040 = -1018688.729261
  nChanged 9
		SP:Iteration 81Q (4500.550000 sec): 3 clusters
  Score: Raw -1023082.838393 + Penalty 4389.003040 = -1018693.835354
  nChanged 10
		SP:Iteration 82Q (4500.570000 sec): 3 clusters
  Score: Raw -1023087.051368 + Penalty 4389.003040 = -1018698.048328
  nChanged 8
		SP:Iteration 83Q (4500.590000 sec): 3 clusters
  Score: Raw -1023090.856616 + Penalty 4389.003040 = -1018701.853576
  nChanged 6
		SP:Iteration 84Q (4500.610000 sec): 3 clusters
  Score: Raw -1023093.681436 + Penalty 4389.003040 = -1018704.678396
  nChanged 8
		SP:Iteration 85Q (4500.630000 sec): 3 clusters
  Score: Raw -1023097.142716 + Penalty 4389.003040 = -1018708.139676
  nChanged 5
		SP:Iteration 86Q (4500.650000 sec): 3 clusters
  Score: Raw -1023098.876100 + Penalty 4389.003040 = -1018709.873060
  nChanged 5
		SP:Iteration 87Q (4500.680000 sec): 3 clusters
  Score: Raw -1023100.860592 + Penalty 4389.003040 = -1018711.857552
  nChanged 2
		SP:Iteration 88Q (4500.700000 sec): 3 clusters
  Score: Raw -1023101.451592 + Penalty 4389.003040 = -1018712.448552
  nChanged 2
		SP:Iteration 89Q (4500.720000 sec): 3 clusters
  Score: Raw -1023101.941124 + Penalty 4389.003040 = -1018712.938085
  nChanged 1
		SP:Iteration 90Q (4500.740000 sec): 3 clusters
  Score: Raw -1023102.267307 + Penalty 4389.003040 = -1018713.264268
  nChanged 0
		SP:Iteration 91F (4500.760000 sec): 3 clusters
  Score: Raw -1023102.267307 + Penalty 4389.003040 = -1018713.264268
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (6192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4500.780000 sec): 2 clusters
  Score: Raw -895774.247419 + Penalty 2165.291327 = -893608.956092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4500.810000 sec): 3 clusters
  Score: Raw -892611.618694 + Penalty 4330.582654 = -888281.036040
  nChanged 2441
		SP:Iteration 1F (4500.830000 sec): 3 clusters
  Score: Raw -893943.144743 + Penalty 4330.582654 = -889612.562089
  nChanged 456
		SP:Iteration 2F (4500.850000 sec): 3 clusters
  Score: Raw -894191.611700 + Penalty 4330.582654 = -889861.029046
  nChanged 332
		SP:Iteration 3F (4500.880000 sec): 3 clusters
  Score: Raw -894372.070582 + Penalty 4330.582654 = -890041.487928
  nChanged 260
		SP:Iteration 4Q (4500.900000 sec): 3 clusters
  Score: Raw -894518.463670 + Penalty 4330.582654 = -890187.881016
  nChanged 223
		SP:Iteration 5Q (4500.920000 sec): 3 clusters
  Score: Raw -894641.672366 + Penalty 4330.582654 = -890311.089712
  nChanged 186
		SP:Iteration 6Q (4500.940000 sec): 3 clusters
  Score: Raw -894732.402370 + Penalty 4330.582654 = -890401.819716
  nChanged 170
		SP:Iteration 7Q (4500.960000 sec): 3 clusters
  Score: Raw -894820.678290 + Penalty 4330.582654 = -890490.095636
  nChanged 171
		SP:Iteration 8Q (4500.990000 sec): 3 clusters
  Score: Raw -894900.883584 + Penalty 4330.582654 = -890570.300930
  nChanged 148
		SP:Iteration 9Q (4501.010000 sec): 3 clusters
  Score: Raw -894981.419693 + Penalty 4330.582654 = -890650.837039
  nChanged 146
		SP:Iteration 10Q (4501.030000 sec): 3 clusters
  Score: Raw -895058.949088 + Penalty 4330.582654 = -890728.366434
  nChanged 131
		SP:Iteration 11Q (4501.060000 sec): 3 clusters
  Score: Raw -895124.067415 + Penalty 4330.582654 = -890793.484761
  nChanged 142
		SP:Iteration 12Q (4501.080000 sec): 3 clusters
  Score: Raw -895196.599124 + Penalty 4330.582654 = -890866.016470
  nChanged 135
		SP:Iteration 13Q (4501.100000 sec): 3 clusters
  Score: Raw -895264.020415 + Penalty 4330.582654 = -890933.437761
  nChanged 124
		SP:Iteration 14Q (4501.120000 sec): 3 clusters
  Score: Raw -895313.554923 + Penalty 4330.582654 = -890982.972269
  nChanged 100
		SP:Iteration 15Q (4501.140000 sec): 3 clusters
  Score: Raw -895358.109244 + Penalty 4330.582654 = -891027.526590
  nChanged 112
		SP:Iteration 16Q (4501.160000 sec): 3 clusters
  Score: Raw -895411.226021 + Penalty 4330.582654 = -891080.643367
  nChanged 107
		SP:Iteration 17Q (4501.190000 sec): 3 clusters
  Score: Raw -895460.394761 + Penalty 4330.582654 = -891129.812107
  nChanged 90
		SP:Iteration 18Q (4501.210000 sec): 3 clusters
  Score: Raw -895502.736828 + Penalty 4330.582654 = -891172.154174
  nChanged 86
		SP:Iteration 19Q (4501.230000 sec): 3 clusters
  Score: Raw -895538.746043 + Penalty 4330.582654 = -891208.163389
  nChanged 78
		SP:Iteration 20F (4501.260000 sec): 3 clusters
  Score: Raw -895574.209826 + Penalty 4330.582654 = -891243.627172
  nChanged 67
		SP:Iteration 21Q (4501.280000 sec): 3 clusters
  Score: Raw -895602.610846 + Penalty 4330.582654 = -891272.028192
  nChanged 75
		SP:Iteration 22Q (4501.300000 sec): 3 clusters
  Score: Raw -895631.888031 + Penalty 4330.582654 = -891301.305377
  nChanged 62
		SP:Iteration 23Q (4501.320000 sec): 3 clusters
  Score: Raw -895655.527116 + Penalty 4330.582654 = -891324.944462
  nChanged 60
		SP:Iteration 24Q (4501.340000 sec): 3 clusters
  Score: Raw -895674.101507 + Penalty 4330.582654 = -891343.518854
  nChanged 49
		SP:Iteration 25Q (4501.360000 sec): 3 clusters
  Score: Raw -895691.609298 + Penalty 4330.582654 = -891361.026644
  nChanged 39
		SP:Iteration 26Q (4501.380000 sec): 3 clusters
  Score: Raw -895704.633006 + Penalty 4330.582654 = -891374.050352
  nChanged 35
		SP:Iteration 27Q (4501.410000 sec): 3 clusters
  Score: Raw -895718.092034 + Penalty 4330.582654 = -891387.509380
  nChanged 31
		SP:Iteration 28Q (4501.430000 sec): 3 clusters
  Score: Raw -895727.134410 + Penalty 4330.582654 = -891396.551756
  nChanged 26
		SP:Iteration 29Q (4501.450000 sec): 3 clusters
  Score: Raw -895736.998599 + Penalty 4330.582654 = -891406.415945
  nChanged 26
		SP:Iteration 30Q (4501.470000 sec): 3 clusters
  Score: Raw -895745.192873 + Penalty 4330.582654 = -891414.610219
  nChanged 22
		SP:Iteration 31Q (4501.500000 sec): 3 clusters
  Score: Raw -895751.807061 + Penalty 4330.582654 = -891421.224407
  nChanged 18
		SP:Iteration 32Q (4501.520000 sec): 3 clusters
  Score: Raw -895757.216630 + Penalty 4330.582654 = -891426.633976
  nChanged 17
		SP:Iteration 33Q (4501.540000 sec): 3 clusters
  Score: Raw -895761.636618 + Penalty 4330.582654 = -891431.053964
  nChanged 18
		SP:Iteration 34Q (4501.560000 sec): 3 clusters
  Score: Raw -895767.174091 + Penalty 4330.582654 = -891436.591437
  nChanged 16
		SP:Iteration 35Q (4501.580000 sec): 3 clusters
  Score: Raw -895772.475751 + Penalty 4330.582654 = -891441.893097
  nChanged 26
		SP:Iteration 36Q (4501.600000 sec): 3 clusters
  Score: Raw -895780.299836 + Penalty 4330.582654 = -891449.717182
  nChanged 23
		SP:Iteration 37Q (4501.630000 sec): 3 clusters
  Score: Raw -895787.930340 + Penalty 4330.582654 = -891457.347686
  nChanged 31
		SP:Iteration 38Q (4501.650000 sec): 3 clusters
  Score: Raw -895800.219355 + Penalty 4330.582654 = -891469.636701
  nChanged 31
		SP:Iteration 39Q (4501.670000 sec): 3 clusters
  Score: Raw -895810.216268 + Penalty 4330.582654 = -891479.633614
  nChanged 31
		SP:Iteration 40F (4501.700000 sec): 3 clusters
  Score: Raw -895823.536691 + Penalty 4330.582654 = -891492.954037
  nChanged 30
		SP:Iteration 41Q (4501.720000 sec): 3 clusters
  Score: Raw -895834.071831 + Penalty 4330.582654 = -891503.489177
  nChanged 27
		SP:Iteration 42Q (4501.740000 sec): 3 clusters
  Score: Raw -895841.286617 + Penalty 4330.582654 = -891510.703963
  nChanged 18
		SP:Iteration 43Q (4501.760000 sec): 3 clusters
  Score: Raw -895847.700486 + Penalty 4330.582654 = -891517.117832
  nChanged 12
		SP:Iteration 44Q (4501.780000 sec): 3 clusters
  Score: Raw -895852.621659 + Penalty 4330.582654 = -891522.039005
  nChanged 13
		SP:Iteration 45Q (4501.800000 sec): 3 clusters
  Score: Raw -895856.589563 + Penalty 4330.582654 = -891526.006909
  nChanged 16
		SP:Iteration 46Q (4501.820000 sec): 3 clusters
  Score: Raw -895861.384075 + Penalty 4330.582654 = -891530.801421
  nChanged 11
		SP:Iteration 47Q (4501.850000 sec): 3 clusters
  Score: Raw -895864.786448 + Penalty 4330.582654 = -891534.203794
  nChanged 8
		SP:Iteration 48Q (4501.870000 sec): 3 clusters
  Score: Raw -895866.800878 + Penalty 4330.582654 = -891536.218224
  nChanged 9
		SP:Iteration 49Q (4501.890000 sec): 3 clusters
  Score: Raw -895869.187845 + Penalty 4330.582654 = -891538.605191
  nChanged 6
		SP:Iteration 50Q (4501.910000 sec): 3 clusters
  Score: Raw -895870.823739 + Penalty 4330.582654 = -891540.241085
  nChanged 7
		SP:Iteration 51Q (4501.940000 sec): 3 clusters
  Score: Raw -895872.191206 + Penalty 4330.582654 = -891541.608553
  nChanged 4
		SP:Iteration 52Q (4501.960000 sec): 3 clusters
  Score: Raw -895873.067750 + Penalty 4330.582654 = -891542.485096
  nChanged 4
		SP:Iteration 53Q (4501.980000 sec): 3 clusters
  Score: Raw -895874.039457 + Penalty 4330.582654 = -891543.456803
  nChanged 5
		SP:Iteration 54Q (4502.000000 sec): 3 clusters
  Score: Raw -895875.794023 + Penalty 4330.582654 = -891545.211369
  nChanged 8
		SP:Iteration 55Q (4502.030000 sec): 3 clusters
  Score: Raw -895878.453283 + Penalty 4330.582654 = -891547.870629
  nChanged 9
		SP:Iteration 56Q (4502.050000 sec): 3 clusters
  Score: Raw -895880.579128 + Penalty 4330.582654 = -891549.996474
  nChanged 4
		SP:Iteration 57Q (4502.070000 sec): 3 clusters
  Score: Raw -895881.919228 + Penalty 4330.582654 = -891551.336574
  nChanged 4
		SP:Iteration 58Q (4502.090000 sec): 3 clusters
  Score: Raw -895882.890435 + Penalty 4330.582654 = -891552.307781
  nChanged 6
		SP:Iteration 59Q (4502.110000 sec): 3 clusters
  Score: Raw -895884.885106 + Penalty 4330.582654 = -891554.302452
  nChanged 11
		SP:Iteration 60F (4502.130000 sec): 3 clusters
  Score: Raw -895888.139516 + Penalty 4330.582654 = -891557.556862
  nChanged 8
		SP:Iteration 61Q (4502.150000 sec): 3 clusters
  Score: Raw -895890.797327 + Penalty 4330.582654 = -891560.214673
  nChanged 8
		SP:Iteration 62Q (4502.170000 sec): 3 clusters
  Score: Raw -895893.261134 + Penalty 4330.582654 = -891562.678480
  nChanged 9
		SP:Iteration 63Q (4502.190000 sec): 3 clusters
  Score: Raw -895896.237320 + Penalty 4330.582654 = -891565.654666
  nChanged 9
		SP:Iteration 64Q (4502.210000 sec): 3 clusters
  Score: Raw -895899.121357 + Penalty 4330.582654 = -891568.538703
  nChanged 10
		SP:Iteration 65Q (4502.230000 sec): 3 clusters
  Score: Raw -895902.438623 + Penalty 4330.582654 = -891571.855969
  nChanged 9
		SP:Iteration 66Q (4502.260000 sec): 3 clusters
  Score: Raw -895904.860908 + Penalty 4330.582654 = -891574.278254
  nChanged 6
		SP:Iteration 67Q (4502.280000 sec): 3 clusters
  Score: Raw -895906.874822 + Penalty 4330.582654 = -891576.292168
  nChanged 9
		SP:Iteration 68Q (4502.300000 sec): 3 clusters
  Score: Raw -895909.167557 + Penalty 4330.582654 = -891578.584903
  nChanged 3
		SP:Iteration 69Q (4502.320000 sec): 3 clusters
  Score: Raw -895909.944536 + Penalty 4330.582654 = -891579.361882
  nChanged 4
		SP:Iteration 70Q (4502.340000 sec): 3 clusters
  Score: Raw -895911.687322 + Penalty 4330.582654 = -891581.104668
  nChanged 10
		SP:Iteration 71Q (4502.360000 sec): 3 clusters
  Score: Raw -895914.777180 + Penalty 4330.582654 = -891584.194526
  nChanged 8
		SP:Iteration 72Q (4502.380000 sec): 3 clusters
  Score: Raw -895916.801047 + Penalty 4330.582654 = -891586.218393
  nChanged 6
		SP:Iteration 73Q (4502.410000 sec): 3 clusters
  Score: Raw -895918.548783 + Penalty 4330.582654 = -891587.966129
  nChanged 10
		SP:Iteration 74Q (4502.430000 sec): 3 clusters
  Score: Raw -895921.404890 + Penalty 4330.582654 = -891590.822236
  nChanged 12
		SP:Iteration 75Q (4502.450000 sec): 3 clusters
  Score: Raw -895924.408908 + Penalty 4330.582654 = -891593.826254
  nChanged 8
		SP:Iteration 76Q (4502.470000 sec): 3 clusters
  Score: Raw -895926.700590 + Penalty 4330.582654 = -891596.117936
  nChanged 6
		SP:Iteration 77Q (4502.490000 sec): 3 clusters
  Score: Raw -895928.491206 + Penalty 4330.582654 = -891597.908552
  nChanged 4
		SP:Iteration 78Q (4502.510000 sec): 3 clusters
  Score: Raw -895929.532571 + Penalty 4330.582654 = -891598.949917
  nChanged 4
		SP:Iteration 79Q (4502.530000 sec): 3 clusters
  Score: Raw -895930.443917 + Penalty 4330.582654 = -891599.861263
  nChanged 6
		SP:Iteration 80F (4502.550000 sec): 3 clusters
  Score: Raw -895931.807437 + Penalty 4330.582654 = -891601.224783
  nChanged 4
		SP:Iteration 81Q (4502.570000 sec): 3 clusters
  Score: Raw -895932.478185 + Penalty 4330.582654 = -891601.895531
  nChanged 5
		SP:Iteration 82Q (4502.590000 sec): 3 clusters
  Score: Raw -895933.692588 + Penalty 4330.582654 = -891603.109934
  nChanged 5
		SP:Iteration 83Q (4502.610000 sec): 3 clusters
  Score: Raw -895934.852151 + Penalty 4330.582654 = -891604.269497
  nChanged 4
		SP:Iteration 84Q (4502.640000 sec): 3 clusters
  Score: Raw -895935.747264 + Penalty 4330.582654 = -891605.164610
  nChanged 3
		SP:Iteration 85Q (4502.660000 sec): 3 clusters
  Score: Raw -895936.483401 + Penalty 4330.582654 = -891605.900747
  nChanged 2
		SP:Iteration 86Q (4502.680000 sec): 3 clusters
  Score: Raw -895937.150820 + Penalty 4330.582654 = -891606.568166
  nChanged 6
		SP:Iteration 87Q (4502.700000 sec): 3 clusters
  Score: Raw -895938.425654 + Penalty 4330.582654 = -891607.843000
  nChanged 3
		SP:Iteration 88Q (4502.720000 sec): 3 clusters
  Score: Raw -895939.077467 + Penalty 4330.582654 = -891608.494813
  nChanged 5
		SP:Iteration 89Q (4502.740000 sec): 3 clusters
  Score: Raw -895940.461648 + Penalty 4330.582654 = -891609.878994
  nChanged 5
		SP:Iteration 90Q (4502.760000 sec): 3 clusters
  Score: Raw -895941.436325 + Penalty 4330.582654 = -891610.853671
  nChanged 3
		SP:Iteration 91Q (4502.780000 sec): 3 clusters
  Score: Raw -895942.002670 + Penalty 4330.582654 = -891611.420016
  nChanged 1
		SP:Iteration 92Q (4502.800000 sec): 3 clusters
  Score: Raw -895942.550895 + Penalty 4330.582654 = -891611.968241
  nChanged 1
		SP:Iteration 93Q (4502.830000 sec): 3 clusters
  Score: Raw -895942.787938 + Penalty 4330.582654 = -891612.205284
  nChanged 0
		SP:Iteration 94F (4502.850000 sec): 3 clusters
  Score: Raw -895942.787938 + Penalty 4330.582654 = -891612.205284
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (26585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4502.950000 sec): 2 clusters
  Score: Raw -3930311.042638 + Penalty 2526.649402 = -3927784.393237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4503.050000 sec): 3 clusters
  Score: Raw -3914317.832093 + Penalty 5053.298803 = -3909264.533290
  nChanged 11939
		SP:Iteration 1F (4503.150000 sec): 3 clusters
  Score: Raw -3920893.787008 + Penalty 5053.298803 = -3915840.488204
  nChanged 1345
		SP:Iteration 2F (4503.250000 sec): 3 clusters
  Score: Raw -3921297.392068 + Penalty 5053.298803 = -3916244.093265
  nChanged 1081
		SP:Iteration 3Q (4503.360000 sec): 3 clusters
  Score: Raw -3921613.986056 + Penalty 5053.298803 = -3916560.687253
  nChanged 956
		SP:Iteration 4Q (4503.460000 sec): 3 clusters
  Score: Raw -3921897.784880 + Penalty 5053.298803 = -3916844.486077
  nChanged 964
		SP:Iteration 5Q (4503.570000 sec): 3 clusters
  Score: Raw -3922220.055731 + Penalty 5053.298803 = -3917166.756927
  nChanged 1080
		SP:Iteration 6Q (4503.670000 sec): 3 clusters
  Score: Raw -3922635.217915 + Penalty 5053.298803 = -3917581.919112
  nChanged 1194
		SP:Iteration 7Q (4503.780000 sec): 3 clusters
  Score: Raw -3923187.025011 + Penalty 5053.298803 = -3918133.726208
  nChanged 1357
		SP:Iteration 8F (4503.880000 sec): 3 clusters
  Score: Raw -3923908.424964 + Penalty 5053.298803 = -3918855.126161
  nChanged 1480
		SP:Iteration 9F (4503.980000 sec): 3 clusters
  Score: Raw -3924861.568637 + Penalty 5053.298803 = -3919808.269834
  nChanged 1618
		SP:Iteration 10F (4504.080000 sec): 3 clusters
  Score: Raw -3926048.493240 + Penalty 5053.298803 = -3920995.194437
  nChanged 1543
		SP:Iteration 11F (4504.180000 sec): 3 clusters
  Score: Raw -3927295.508287 + Penalty 5053.298803 = -3922242.209484
  nChanged 1328
		SP:Iteration 12Q (4504.280000 sec): 3 clusters
  Score: Raw -3928412.928623 + Penalty 5053.298803 = -3923359.629820
  nChanged 939
		SP:Iteration 13Q (4504.380000 sec): 3 clusters
  Score: Raw -3929248.857178 + Penalty 5053.298803 = -3924195.558375
  nChanged 618
		SP:Iteration 14Q (4504.470000 sec): 3 clusters
  Score: Raw -3929819.823588 + Penalty 5053.298803 = -3924766.524784
  nChanged 367
		SP:Iteration 15Q (4504.560000 sec): 3 clusters
  Score: Raw -3930143.924985 + Penalty 5053.298803 = -3925090.626182
  nChanged 210
		SP:Iteration 16Q (4504.650000 sec): 3 clusters
  Score: Raw -3930331.057333 + Penalty 5053.298803 = -3925277.758530
  nChanged 124
		SP:Iteration 17Q (4504.730000 sec): 3 clusters
  Score: Raw -3930446.240790 + Penalty 5053.298803 = -3925392.941987
  nChanged 85
		SP:Iteration 18Q (4504.800000 sec): 3 clusters
  Score: Raw -3930526.188560 + Penalty 5053.298803 = -3925472.889757
  nChanged 49
		SP:Iteration 19Q (4504.870000 sec): 3 clusters
  Score: Raw -3930569.403440 + Penalty 5053.298803 = -3925516.104637
  nChanged 39
		SP:Iteration 20F (4504.970000 sec): 3 clusters
  Score: Raw -3930602.950481 + Penalty 5053.298803 = -3925549.651677
  nChanged 24
		SP:Iteration 21Q (4505.050000 sec): 3 clusters
  Score: Raw -3930623.670890 + Penalty 5053.298803 = -3925570.372086
  nChanged 20
		SP:Iteration 22Q (4505.130000 sec): 3 clusters
  Score: Raw -3930642.424214 + Penalty 5053.298803 = -3925589.125411
  nChanged 16
		SP:Iteration 23Q (4505.200000 sec): 3 clusters
  Score: Raw -3930658.985934 + Penalty 5053.298803 = -3925605.687131
  nChanged 21
		SP:Iteration 24Q (4505.270000 sec): 3 clusters
  Score: Raw -3930674.175853 + Penalty 5053.298803 = -3925620.877050
  nChanged 14
		SP:Iteration 25Q (4505.340000 sec): 3 clusters
  Score: Raw -3930683.260065 + Penalty 5053.298803 = -3925629.961262
  nChanged 8
		SP:Iteration 26Q (4505.410000 sec): 3 clusters
  Score: Raw -3930692.314118 + Penalty 5053.298803 = -3925639.015314
  nChanged 12
		SP:Iteration 27Q (4505.490000 sec): 3 clusters
  Score: Raw -3930701.984224 + Penalty 5053.298803 = -3925648.685420
  nChanged 3
		SP:Iteration 28Q (4505.560000 sec): 3 clusters
  Score: Raw -3930705.778126 + Penalty 5053.298803 = -3925652.479323
  nChanged 6
		SP:Iteration 29Q (4505.630000 sec): 3 clusters
  Score: Raw -3930709.416797 + Penalty 5053.298803 = -3925656.117994
  nChanged 5
		SP:Iteration 30Q (4505.700000 sec): 3 clusters
  Score: Raw -3930712.995695 + Penalty 5053.298803 = -3925659.696892
  nChanged 3
		SP:Iteration 31Q (4505.780000 sec): 3 clusters
  Score: Raw -3930716.093951 + Penalty 5053.298803 = -3925662.795148
  nChanged 3
		SP:Iteration 32Q (4505.850000 sec): 3 clusters
  Score: Raw -3930719.177766 + Penalty 5053.298803 = -3925665.878963
  nChanged 2
		SP:Iteration 33Q (4505.920000 sec): 3 clusters
  Score: Raw -3930721.217133 + Penalty 5053.298803 = -3925667.918330
  nChanged 5
		SP:Iteration 34Q (4505.990000 sec): 3 clusters
  Score: Raw -3930725.771048 + Penalty 5053.298803 = -3925672.472245
  nChanged 7
		SP:Iteration 35Q (4506.060000 sec): 3 clusters
  Score: Raw -3930732.232212 + Penalty 5053.298803 = -3925678.933409
  nChanged 5
		SP:Iteration 36Q (4506.140000 sec): 3 clusters
  Score: Raw -3930736.161210 + Penalty 5053.298803 = -3925682.862407
  nChanged 1
		SP:Iteration 37Q (4506.210000 sec): 3 clusters
  Score: Raw -3930736.970824 + Penalty 5053.298803 = -3925683.672021
  nChanged 0
		SP:Iteration 38F (4506.310000 sec): 3 clusters
  Score: Raw -3930736.970824 + Penalty 5053.298803 = -3925683.672021
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (20938 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4506.380000 sec): 2 clusters
  Score: Raw -2878376.022279 + Penalty 2467.431600 = -2875908.590678
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4506.460000 sec): 3 clusters
  Score: Raw -2866046.377788 + Penalty 4934.863201 = -2861111.514588
  nChanged 9319
		SP:Iteration 1F (4506.530000 sec): 3 clusters
  Score: Raw -2871333.028442 + Penalty 4934.863201 = -2866398.165241
  nChanged 1345
		SP:Iteration 2F (4506.610000 sec): 3 clusters
  Score: Raw -2871974.246169 + Penalty 4934.863201 = -2867039.382968
  nChanged 1216
		SP:Iteration 3F (4506.690000 sec): 3 clusters
  Score: Raw -2872525.452438 + Penalty 4934.863201 = -2867590.589237
  nChanged 1063
		SP:Iteration 4F (4506.770000 sec): 3 clusters
  Score: Raw -2872976.297334 + Penalty 4934.863201 = -2868041.434133
  nChanged 957
		SP:Iteration 5Q (4506.850000 sec): 3 clusters
  Score: Raw -2873394.176926 + Penalty 4934.863201 = -2868459.313726
  nChanged 923
		SP:Iteration 6Q (4506.930000 sec): 3 clusters
  Score: Raw -2873818.756519 + Penalty 4934.863201 = -2868883.893318
  nChanged 884
		SP:Iteration 7Q (4507.010000 sec): 3 clusters
  Score: Raw -2874283.360081 + Penalty 4934.863201 = -2869348.496880
  nChanged 1012
		SP:Iteration 8Q (4507.080000 sec): 3 clusters
  Score: Raw -2874915.858224 + Penalty 4934.863201 = -2869980.995023
  nChanged 1045
		SP:Iteration 9Q (4507.160000 sec): 3 clusters
  Score: Raw -2875608.603811 + Penalty 4934.863201 = -2870673.740611
  nChanged 1016
		SP:Iteration 10Q (4507.250000 sec): 3 clusters
  Score: Raw -2876297.252167 + Penalty 4934.863201 = -2871362.388967
  nChanged 912
		SP:Iteration 11Q (4507.330000 sec): 3 clusters
  Score: Raw -2876894.801286 + Penalty 4934.863201 = -2871959.938085
  nChanged 758
		SP:Iteration 12Q (4507.400000 sec): 3 clusters
  Score: Raw -2877351.169840 + Penalty 4934.863201 = -2872416.306639
  nChanged 648
		SP:Iteration 13Q (4507.480000 sec): 3 clusters
  Score: Raw -2877753.733484 + Penalty 4934.863201 = -2872818.870284
  nChanged 578
		SP:Iteration 14Q (4507.560000 sec): 3 clusters
  Score: Raw -2878159.474641 + Penalty 4934.863201 = -2873224.611441
  nChanged 541
		SP:Iteration 15Q (4507.630000 sec): 3 clusters
  Score: Raw -2878619.325962 + Penalty 4934.863201 = -2873684.462762
  nChanged 511
		SP:Iteration 16Q (4507.700000 sec): 3 clusters
  Score: Raw -2879123.058334 + Penalty 4934.863201 = -2874188.195134
  nChanged 473
		SP:Iteration 17Q (4507.770000 sec): 3 clusters
  Score: Raw -2879628.427940 + Penalty 4934.863201 = -2874693.564739
  nChanged 372
		SP:Iteration 18Q (4507.840000 sec): 3 clusters
  Score: Raw -2880004.691336 + Penalty 4934.863201 = -2875069.828136
  nChanged 248
		SP:Iteration 19Q (4507.910000 sec): 3 clusters
  Score: Raw -2880241.248856 + Penalty 4934.863201 = -2875306.385656
  nChanged 152
		SP:Iteration 20F (4507.980000 sec): 3 clusters
  Score: Raw -2880587.595740 + Penalty 4934.863201 = -2875652.732539
  nChanged 135
		SP:Iteration 21Q (4508.050000 sec): 3 clusters
  Score: Raw -2880829.125181 + Penalty 4934.863201 = -2875894.261981
  nChanged 98
		SP:Iteration 22Q (4508.110000 sec): 3 clusters
  Score: Raw -2880916.148792 + Penalty 4934.863201 = -2875981.285591
  nChanged 41
		SP:Iteration 23Q (4508.170000 sec): 3 clusters
  Score: Raw -2880939.497578 + Penalty 4934.863201 = -2876004.634377
  nChanged 16
		SP:Iteration 24Q (4508.240000 sec): 3 clusters
  Score: Raw -2880944.674110 + Penalty 4934.863201 = -2876009.810909
  nChanged 6
		SP:Iteration 25Q (4508.300000 sec): 3 clusters
  Score: Raw -2880947.160815 + Penalty 4934.863201 = -2876012.297615
  nChanged 2
		SP:Iteration 26Q (4508.360000 sec): 3 clusters
  Score: Raw -2880947.673901 + Penalty 4934.863201 = -2876012.810701
  nChanged 0
		SP:Iteration 27F (4508.440000 sec): 3 clusters
  Score: Raw -2880947.673901 + Penalty 4934.863201 = -2876012.810701
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 27.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4508.460000 sec): 2 clusters
  Score: Raw -466550.775029 + Penalty 2004.588940 = -464546.186090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4508.470000 sec): 3 clusters
  Score: Raw -465126.629450 + Penalty 4009.177880 = -461117.451570
  nChanged 1146
		SP:Iteration 1F (4508.480000 sec): 3 clusters
  Score: Raw -465824.398498 + Penalty 4009.177880 = -461815.220618
  nChanged 232
		SP:Iteration 2F (4508.500000 sec): 3 clusters
  Score: Raw -465989.938552 + Penalty 4009.177880 = -461980.760672
  nChanged 157
		SP:Iteration 3Q (4508.510000 sec): 3 clusters
  Score: Raw -466095.243594 + Penalty 4009.177880 = -462086.065714
  nChanged 108
		SP:Iteration 4Q (4508.520000 sec): 3 clusters
  Score: Raw -466149.299564 + Penalty 4009.177880 = -462140.121684
  nChanged 69
		SP:Iteration 5Q (4508.530000 sec): 3 clusters
  Score: Raw -466182.818068 + Penalty 4009.177880 = -462173.640188
  nChanged 50
		SP:Iteration 6Q (4508.540000 sec): 3 clusters
  Score: Raw -466204.429770 + Penalty 4009.177880 = -462195.251890
  nChanged 34
		SP:Iteration 7Q (4508.560000 sec): 3 clusters
  Score: Raw -466219.415080 + Penalty 4009.177880 = -462210.237201
  nChanged 32
		SP:Iteration 8Q (4508.570000 sec): 3 clusters
  Score: Raw -466238.375634 + Penalty 4009.177880 = -462229.197754
  nChanged 36
		SP:Iteration 9Q (4508.580000 sec): 3 clusters
  Score: Raw -466263.477177 + Penalty 4009.177880 = -462254.299297
  nChanged 51
		SP:Iteration 10Q (4508.590000 sec): 3 clusters
  Score: Raw -466293.267176 + Penalty 4009.177880 = -462284.089296
  nChanged 56
		SP:Iteration 11Q (4508.600000 sec): 3 clusters
  Score: Raw -466323.351133 + Penalty 4009.177880 = -462314.173253
  nChanged 44
		SP:Iteration 12Q (4508.610000 sec): 3 clusters
  Score: Raw -466345.421639 + Penalty 4009.177880 = -462336.243760
  nChanged 37
		SP:Iteration 13Q (4508.620000 sec): 3 clusters
  Score: Raw -466364.585323 + Penalty 4009.177880 = -462355.407443
  nChanged 40
		SP:Iteration 14Q (4508.640000 sec): 3 clusters
  Score: Raw -466388.615680 + Penalty 4009.177880 = -462379.437800
  nChanged 53
		SP:Iteration 15Q (4508.650000 sec): 3 clusters
  Score: Raw -466422.828121 + Penalty 4009.177880 = -462413.650241
  nChanged 72
		SP:Iteration 16Q (4508.660000 sec): 3 clusters
  Score: Raw -466481.899533 + Penalty 4009.177880 = -462472.721653
  nChanged 84
		SP:Iteration 17Q (4508.670000 sec): 3 clusters
  Score: Raw -466557.569306 + Penalty 4009.177880 = -462548.391426
  nChanged 95
		SP:Iteration 18Q (4508.680000 sec): 3 clusters
  Score: Raw -466639.474702 + Penalty 4009.177880 = -462630.296822
  nChanged 100
		SP:Iteration 19Q (4508.700000 sec): 3 clusters
  Score: Raw -466732.858893 + Penalty 4009.177880 = -462723.681013
  nChanged 122
		SP:Iteration 20F (4508.710000 sec): 3 clusters
  Score: Raw -466848.722406 + Penalty 4009.177880 = -462839.544526
  nChanged 121
		SP:Iteration 21Q (4508.720000 sec): 3 clusters
  Score: Raw -467011.675354 + Penalty 4009.177880 = -463002.497475
  nChanged 136
		SP:Iteration 22Q (4508.730000 sec): 3 clusters
  Score: Raw -467156.996816 + Penalty 4009.177880 = -463147.818936
  nChanged 134
		SP:Iteration 23Q (4508.740000 sec): 3 clusters
  Score: Raw -467301.155884 + Penalty 4009.177880 = -463291.978004
  nChanged 93
		SP:Iteration 24Q (4508.750000 sec): 3 clusters
  Score: Raw -467417.126831 + Penalty 4009.177880 = -463407.948951
  nChanged 85
		SP:Iteration 25Q (4508.760000 sec): 3 clusters
  Score: Raw -467525.456169 + Penalty 4009.177880 = -463516.278289
  nChanged 77
		SP:Iteration 26Q (4508.780000 sec): 3 clusters
  Score: Raw -467622.794764 + Penalty 4009.177880 = -463613.616884
  nChanged 85
		SP:Iteration 27Q (4508.790000 sec): 3 clusters
  Score: Raw -467716.502298 + Penalty 4009.177880 = -463707.324418
  nChanged 72
		SP:Iteration 28Q (4508.800000 sec): 3 clusters
  Score: Raw -467800.311005 + Penalty 4009.177880 = -463791.133125
  nChanged 72
		SP:Iteration 29Q (4508.810000 sec): 3 clusters
  Score: Raw -467878.998676 + Penalty 4009.177880 = -463869.820796
  nChanged 58
		SP:Iteration 30Q (4508.820000 sec): 3 clusters
  Score: Raw -467933.513933 + Penalty 4009.177880 = -463924.336054
  nChanged 50
		SP:Iteration 31Q (4508.830000 sec): 3 clusters
  Score: Raw -467973.615561 + Penalty 4009.177880 = -463964.437681
  nChanged 40
		SP:Iteration 32Q (4508.840000 sec): 3 clusters
  Score: Raw -468001.677415 + Penalty 4009.177880 = -463992.499535
  nChanged 33
		SP:Iteration 33Q (4508.850000 sec): 3 clusters
  Score: Raw -468026.464067 + Penalty 4009.177880 = -464017.286187
  nChanged 32
		SP:Iteration 34Q (4508.860000 sec): 3 clusters
  Score: Raw -468044.565690 + Penalty 4009.177880 = -464035.387811
  nChanged 26
		SP:Iteration 35Q (4508.870000 sec): 3 clusters
  Score: Raw -468060.618280 + Penalty 4009.177880 = -464051.440400
  nChanged 27
		SP:Iteration 36Q (4508.880000 sec): 3 clusters
  Score: Raw -468074.377210 + Penalty 4009.177880 = -464065.199331
  nChanged 21
		SP:Iteration 37Q (4508.890000 sec): 3 clusters
  Score: Raw -468083.811018 + Penalty 4009.177880 = -464074.633138
  nChanged 12
		SP:Iteration 38Q (4508.900000 sec): 3 clusters
  Score: Raw -468090.254376 + Penalty 4009.177880 = -464081.076496
  nChanged 12
		SP:Iteration 39Q (4508.910000 sec): 3 clusters
  Score: Raw -468096.066253 + Penalty 4009.177880 = -464086.888373
  nChanged 15
		SP:Iteration 40F (4508.920000 sec): 3 clusters
  Score: Raw -468103.519192 + Penalty 4009.177880 = -464094.341312
  nChanged 15
		SP:Iteration 41Q (4508.930000 sec): 3 clusters
  Score: Raw -468110.549282 + Penalty 4009.177880 = -464101.371403
  nChanged 16
		SP:Iteration 42Q (4508.940000 sec): 3 clusters
  Score: Raw -468118.573037 + Penalty 4009.177880 = -464109.395157
  nChanged 13
		SP:Iteration 43Q (4508.950000 sec): 3 clusters
  Score: Raw -468123.628592 + Penalty 4009.177880 = -464114.450712
  nChanged 13
		SP:Iteration 44Q (4508.960000 sec): 3 clusters
  Score: Raw -468128.932492 + Penalty 4009.177880 = -464119.754612
  nChanged 6
		SP:Iteration 45Q (4508.970000 sec): 3 clusters
  Score: Raw -468130.685380 + Penalty 4009.177880 = -464121.507501
  nChanged 5
		SP:Iteration 46Q (4508.980000 sec): 3 clusters
  Score: Raw -468132.653409 + Penalty 4009.177880 = -464123.475529
  nChanged 8
		SP:Iteration 47Q (4508.990000 sec): 3 clusters
  Score: Raw -468135.319159 + Penalty 4009.177880 = -464126.141279
  nChanged 2
		SP:Iteration 48Q (4509.000000 sec): 3 clusters
  Score: Raw -468135.791604 + Penalty 4009.177880 = -464126.613724
  nChanged 2
		SP:Iteration 49Q (4509.010000 sec): 3 clusters
  Score: Raw -468137.364405 + Penalty 4009.177880 = -464128.186525
  nChanged 2
		SP:Iteration 50Q (4509.020000 sec): 3 clusters
  Score: Raw -468138.521155 + Penalty 4009.177880 = -464129.343276
  nChanged 3
		SP:Iteration 51Q (4509.030000 sec): 3 clusters
  Score: Raw -468139.677625 + Penalty 4009.177880 = -464130.499745
  nChanged 3
		SP:Iteration 52Q (4509.040000 sec): 3 clusters
  Score: Raw -468140.341134 + Penalty 4009.177880 = -464131.163254
  nChanged 0
		SP:Iteration 53F (4509.060000 sec): 3 clusters
  Score: Raw -468140.341134 + Penalty 4009.177880 = -464131.163254
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4509.060000 sec): 2 clusters
  Score: Raw -126649.122636 + Penalty 1674.273164 = -124974.849472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4509.060000 sec): 3 clusters
  Score: Raw -126494.782935 + Penalty 3348.546329 = -123146.236607
  nChanged 183
		SP:Iteration 1F (4509.070000 sec): 3 clusters
  Score: Raw -126722.586382 + Penalty 3348.546329 = -123374.040053
  nChanged 46
		SP:Iteration 2F (4509.070000 sec): 3 clusters
  Score: Raw -126785.704028 + Penalty 3348.546329 = -123437.157699
  nChanged 23
		SP:Iteration 3Q (4509.070000 sec): 3 clusters
  Score: Raw -126824.290567 + Penalty 3348.546329 = -123475.744238
  nChanged 11
		SP:Iteration 4Q (4509.080000 sec): 3 clusters
  Score: Raw -126841.240612 + Penalty 3348.546329 = -123492.694283
  nChanged 9
		SP:Iteration 5Q (4509.080000 sec): 3 clusters
  Score: Raw -126852.010663 + Penalty 3348.546329 = -123503.464335
  nChanged 2
		SP:Iteration 6Q (4509.080000 sec): 3 clusters
  Score: Raw -126854.666692 + Penalty 3348.546329 = -123506.120364
  nChanged 1
		SP:Iteration 7Q (4509.080000 sec): 3 clusters
  Score: Raw -126855.759574 + Penalty 3348.546329 = -123507.213246
  nChanged 1
		SP:Iteration 8Q (4509.090000 sec): 3 clusters
  Score: Raw -126857.445204 + Penalty 3348.546329 = -123508.898876
  nChanged 1
		SP:Iteration 9Q (4509.090000 sec): 3 clusters
  Score: Raw -126858.031440 + Penalty 3348.546329 = -123509.485112
  nChanged 0
		SP:Iteration 10F (4509.100000 sec): 3 clusters
  Score: Raw -126858.031440 + Penalty 3348.546329 = -123509.485112
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (2373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4509.100000 sec): 2 clusters
  Score: Raw -277845.349964 + Penalty 1927.433744 = -275917.916221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4509.110000 sec): 3 clusters
  Score: Raw -277224.194577 + Penalty 3854.867487 = -273369.327090
  nChanged 892
		SP:Iteration 1F (4509.120000 sec): 3 clusters
  Score: Raw -281033.805491 + Penalty 3854.867487 = -277178.938004
  nChanged 365
		SP:Iteration 2F (4509.130000 sec): 3 clusters
  Score: Raw -284455.813033 + Penalty 3854.867487 = -280600.945545
  nChanged 271
		SP:Iteration 3F (4509.140000 sec): 3 clusters
  Score: Raw -286177.106058 + Penalty 3854.867487 = -282322.238571
  nChanged 184
		SP:Iteration 4F (4509.150000 sec): 3 clusters
  Score: Raw -287708.193891 + Penalty 3854.867487 = -283853.326404
  nChanged 110
		SP:Iteration 5Q (4509.150000 sec): 3 clusters
  Score: Raw -289277.133377 + Penalty 3854.867487 = -285422.265890
  nChanged 52
		SP:Iteration 6Q (4509.160000 sec): 3 clusters
  Score: Raw -291087.619053 + Penalty 3854.867487 = -287232.751565
  nChanged 25
		SP:Iteration 7Q (4509.160000 sec): 3 clusters
  Score: Raw -292505.421666 + Penalty 3854.867487 = -288650.554178
  nChanged 21
		SP:Iteration 8Q (4509.170000 sec): 3 clusters
  Score: Raw -292597.613700 + Penalty 3854.867487 = -288742.746212
  nChanged 11
		SP:Iteration 9Q (4509.180000 sec): 3 clusters
  Score: Raw -292654.563336 + Penalty 3854.867487 = -288799.695848
  nChanged 8
		SP:Iteration 10Q (4509.180000 sec): 3 clusters
  Score: Raw -292684.016263 + Penalty 3854.867487 = -288829.148776
  nChanged 3
		SP:Iteration 11Q (4509.190000 sec): 3 clusters
  Score: Raw -292685.445952 + Penalty 3854.867487 = -288830.578465
  nChanged 0
		SP:Iteration 12F (4509.200000 sec): 3 clusters
  Score: Raw -292924.836876 + Penalty 3854.867487 = -289069.969389
  nChanged 62
		SP:Iteration 13Q (4509.200000 sec): 3 clusters
  Score: Raw -293615.500036 + Penalty 3854.867487 = -289760.632549
  nChanged 38
		SP:Iteration 14Q (4509.210000 sec): 3 clusters
  Score: Raw -293955.172244 + Penalty 3854.867487 = -290100.304757
  nChanged 6
		SP:Iteration 15Q (4509.220000 sec): 3 clusters
  Score: Raw -293987.988425 + Penalty 3854.867487 = -290133.120938
  nChanged 2
		SP:Iteration 16Q (4509.220000 sec): 3 clusters
  Score: Raw -293990.785147 + Penalty 3854.867487 = -290135.917660
  nChanged 0
		SP:Iteration 17F (4509.230000 sec): 3 clusters
  Score: Raw -294028.011367 + Penalty 3854.867487 = -290173.143880
  nChanged 10
		SP:Iteration 18Q (4509.240000 sec): 3 clusters
  Score: Raw -294095.102583 + Penalty 3854.867487 = -290240.235096
  nChanged 12
		SP:Iteration 19Q (4509.240000 sec): 3 clusters
  Score: Raw -294213.818689 + Penalty 3854.867487 = -290358.951201
  nChanged 11
		SP:Iteration 20F (4509.250000 sec): 3 clusters
  Score: Raw -294478.273308 + Penalty 3854.867487 = -290623.405821
  nChanged 31
		SP:Iteration 21Q (4509.260000 sec): 3 clusters
  Score: Raw -295546.755419 + Penalty 3854.867487 = -291691.887932
  nChanged 9
		SP:Iteration 22Q (4509.260000 sec): 3 clusters
  Score: Raw -297202.760678 + Penalty 3854.867487 = -293347.893190
  nChanged 0
		SP:Iteration 23F (4509.270000 sec): 3 clusters
  Score: Raw -297202.760678 + Penalty 3854.867487 = -293347.893190
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 28.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4509.320000 sec): 2 clusters
  Score: Raw -1987856.734643 + Penalty 2355.484765 = -1985501.249878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4509.370000 sec): 3 clusters
  Score: Raw -1980571.747515 + Penalty 4710.969530 = -1975860.777985
  nChanged 5577
		SP:Iteration 1F (4509.420000 sec): 3 clusters
  Score: Raw -1983489.497657 + Penalty 4710.969530 = -1978778.528127
  nChanged 791
		SP:Iteration 2F (4509.470000 sec): 3 clusters
  Score: Raw -1983805.365909 + Penalty 4710.969530 = -1979094.396379
  nChanged 597
		SP:Iteration 3Q (4509.520000 sec): 3 clusters
  Score: Raw -1984013.286099 + Penalty 4710.969530 = -1979302.316570
  nChanged 481
		SP:Iteration 4Q (4509.570000 sec): 3 clusters
  Score: Raw -1984173.969729 + Penalty 4710.969530 = -1979463.000199
  nChanged 467
		SP:Iteration 5Q (4509.620000 sec): 3 clusters
  Score: Raw -1984341.954729 + Penalty 4710.969530 = -1979630.985199
  nChanged 419
		SP:Iteration 6Q (4509.660000 sec): 3 clusters
  Score: Raw -1984497.918945 + Penalty 4710.969530 = -1979786.949415
  nChanged 415
		SP:Iteration 7Q (4509.720000 sec): 3 clusters
  Score: Raw -1984665.366280 + Penalty 4710.969530 = -1979954.396751
  nChanged 463
		SP:Iteration 8Q (4509.760000 sec): 3 clusters
  Score: Raw -1984865.946054 + Penalty 4710.969530 = -1980154.976524
  nChanged 497
		SP:Iteration 9Q (4509.810000 sec): 3 clusters
  Score: Raw -1985125.681780 + Penalty 4710.969530 = -1980414.712250
  nChanged 584
		SP:Iteration 10Q (4509.860000 sec): 3 clusters
  Score: Raw -1985473.917757 + Penalty 4710.969530 = -1980762.948227
  nChanged 638
		SP:Iteration 11Q (4509.910000 sec): 3 clusters
  Score: Raw -1985936.530029 + Penalty 4710.969530 = -1981225.560499
  nChanged 676
		SP:Iteration 12F (4509.960000 sec): 3 clusters
  Score: Raw -1986482.763795 + Penalty 4710.969530 = -1981771.794265
  nChanged 601
		SP:Iteration 13Q (4510.010000 sec): 3 clusters
  Score: Raw -1986983.855314 + Penalty 4710.969530 = -1982272.885784
  nChanged 462
		SP:Iteration 14Q (4510.060000 sec): 3 clusters
  Score: Raw -1987397.584950 + Penalty 4710.969530 = -1982686.615420
  nChanged 291
		SP:Iteration 15Q (4510.100000 sec): 3 clusters
  Score: Raw -1987649.635440 + Penalty 4710.969530 = -1982938.665910
  nChanged 176
		SP:Iteration 16Q (4510.140000 sec): 3 clusters
  Score: Raw -1987803.689215 + Penalty 4710.969530 = -1983092.719685
  nChanged 118
		SP:Iteration 17Q (4510.180000 sec): 3 clusters
  Score: Raw -1987906.056644 + Penalty 4710.969530 = -1983195.087115
  nChanged 75
		SP:Iteration 18Q (4510.220000 sec): 3 clusters
  Score: Raw -1987971.800969 + Penalty 4710.969530 = -1983260.831439
  nChanged 56
		SP:Iteration 19Q (4510.260000 sec): 3 clusters
  Score: Raw -1988021.940244 + Penalty 4710.969530 = -1983310.970714
  nChanged 35
		SP:Iteration 20F (4510.310000 sec): 3 clusters
  Score: Raw -1988059.435864 + Penalty 4710.969530 = -1983348.466334
  nChanged 33
		SP:Iteration 21Q (4510.350000 sec): 3 clusters
  Score: Raw -1988091.111348 + Penalty 4710.969530 = -1983380.141818
  nChanged 20
		SP:Iteration 22Q (4510.390000 sec): 3 clusters
  Score: Raw -1988111.207632 + Penalty 4710.969530 = -1983400.238102
  nChanged 11
		SP:Iteration 23Q (4510.420000 sec): 3 clusters
  Score: Raw -1988120.546764 + Penalty 4710.969530 = -1983409.577234
  nChanged 9
		SP:Iteration 24Q (4510.460000 sec): 3 clusters
  Score: Raw -1988127.610384 + Penalty 4710.969530 = -1983416.640854
  nChanged 9
		SP:Iteration 25Q (4510.500000 sec): 3 clusters
  Score: Raw -1988135.546939 + Penalty 4710.969530 = -1983424.577409
  nChanged 7
		SP:Iteration 26Q (4510.540000 sec): 3 clusters
  Score: Raw -1988142.627573 + Penalty 4710.969530 = -1983431.658043
  nChanged 7
		SP:Iteration 27Q (4510.580000 sec): 3 clusters
  Score: Raw -1988148.085652 + Penalty 4710.969530 = -1983437.116122
  nChanged 3
		SP:Iteration 28Q (4510.610000 sec): 3 clusters
  Score: Raw -1988151.242547 + Penalty 4710.969530 = -1983440.273017
  nChanged 6
		SP:Iteration 29Q (4510.650000 sec): 3 clusters
  Score: Raw -1988157.369879 + Penalty 4710.969530 = -1983446.400349
  nChanged 6
		SP:Iteration 30Q (4510.690000 sec): 3 clusters
  Score: Raw -1988163.990345 + Penalty 4710.969530 = -1983453.020815
  nChanged 5
		SP:Iteration 31Q (4510.720000 sec): 3 clusters
  Score: Raw -1988168.379089 + Penalty 4710.969530 = -1983457.409559
  nChanged 5
		SP:Iteration 32Q (4510.760000 sec): 3 clusters
  Score: Raw -1988173.056232 + Penalty 4710.969530 = -1983462.086702
  nChanged 4
		SP:Iteration 33Q (4510.800000 sec): 3 clusters
  Score: Raw -1988175.162936 + Penalty 4710.969530 = -1983464.193406
  nChanged 1
		SP:Iteration 34Q (4510.840000 sec): 3 clusters
  Score: Raw -1988176.215263 + Penalty 4710.969530 = -1983465.245733
  nChanged 1
		SP:Iteration 35Q (4510.870000 sec): 3 clusters
  Score: Raw -1988176.886167 + Penalty 4710.969530 = -1983465.916637
  nChanged 2
		SP:Iteration 36Q (4510.910000 sec): 3 clusters
  Score: Raw -1988178.046397 + Penalty 4710.969530 = -1983467.076867
  nChanged 1
		SP:Iteration 37Q (4510.940000 sec): 3 clusters
  Score: Raw -1988179.057734 + Penalty 4710.969530 = -1983468.088204
  nChanged 0
		SP:Iteration 38F (4510.990000 sec): 3 clusters
  Score: Raw -1988179.057734 + Penalty 4710.969530 = -1983468.088204
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4511.230000 sec): 2 clusters
  Score: Raw -10134667.084527 + Penalty 2764.214698 = -10131902.869828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4511.500000 sec): 3 clusters
  Score: Raw -10090962.569994 + Penalty 5528.429397 = -10085434.140597
  nChanged 32448
		SP:Iteration 1F (4511.760000 sec): 3 clusters
  Score: Raw -10109324.193396 + Penalty 5528.429397 = -10103795.763999
  nChanged 2748
		SP:Iteration 2Q (4512.040000 sec): 3 clusters
  Score: Raw -10110152.741625 + Penalty 5528.429397 = -10104624.312228
  nChanged 2932
		SP:Iteration 3Q (4512.310000 sec): 3 clusters
  Score: Raw -10111181.079857 + Penalty 5528.429397 = -10105652.650460
  nChanged 3431
		SP:Iteration 4Q (4512.590000 sec): 3 clusters
  Score: Raw -10112727.082472 + Penalty 5528.429397 = -10107198.653075
  nChanged 4373
		SP:Iteration 5F (4512.860000 sec): 3 clusters
  Score: Raw -10115300.738314 + Penalty 5528.429397 = -10109772.308917
  nChanged 5267
		SP:Iteration 6F (4513.120000 sec): 3 clusters
  Score: Raw -10119168.545982 + Penalty 5528.429397 = -10113640.116585
  nChanged 5695
		SP:Iteration 7F (4513.390000 sec): 3 clusters
  Score: Raw -10124129.253058 + Penalty 5528.429397 = -10118600.823661
  nChanged 5072
		SP:Iteration 8F (4513.650000 sec): 3 clusters
  Score: Raw -10128909.051656 + Penalty 5528.429397 = -10123380.622259
  nChanged 3448
		SP:Iteration 9Q (4513.920000 sec): 3 clusters
  Score: Raw -10132218.486967 + Penalty 5528.429397 = -10126690.057570
  nChanged 1713
		SP:Iteration 10Q (4514.170000 sec): 3 clusters
  Score: Raw -10133851.052739 + Penalty 5528.429397 = -10128322.623342
  nChanged 674
		SP:Iteration 11Q (4514.400000 sec): 3 clusters
  Score: Raw -10134521.670844 + Penalty 5528.429397 = -10128993.241447
  nChanged 205
		SP:Iteration 12Q (4514.610000 sec): 3 clusters
  Score: Raw -10134760.300084 + Penalty 5528.429397 = -10129231.870687
  nChanged 78
		SP:Iteration 13Q (4514.800000 sec): 3 clusters
  Score: Raw -10134853.927558 + Penalty 5528.429397 = -10129325.498161
  nChanged 34
		SP:Iteration 14Q (4514.990000 sec): 3 clusters
  Score: Raw -10134893.480930 + Penalty 5528.429397 = -10129365.051533
  nChanged 15
		SP:Iteration 15Q (4515.180000 sec): 3 clusters
  Score: Raw -10134917.154391 + Penalty 5528.429397 = -10129388.724994
  nChanged 6
		SP:Iteration 16Q (4515.370000 sec): 3 clusters
  Score: Raw -10134926.019097 + Penalty 5528.429397 = -10129397.589700
  nChanged 3
		SP:Iteration 17Q (4515.560000 sec): 3 clusters
  Score: Raw -10134928.998549 + Penalty 5528.429397 = -10129400.569152
  nChanged 0
		SP:Iteration 18F (4515.820000 sec): 3 clusters
  Score: Raw -10134928.998549 + Penalty 5528.429397 = -10129400.569152
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4515.870000 sec): 2 clusters
  Score: Raw -399260.942950 + Penalty 1970.146098 = -397290.796853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4515.880000 sec): 3 clusters
  Score: Raw -398107.885620 + Penalty 3940.292196 = -394167.593425
  nChanged 958
		SP:Iteration 1F (4515.890000 sec): 3 clusters
  Score: Raw -398689.485599 + Penalty 3940.292196 = -394749.193403
  nChanged 179
		SP:Iteration 2F (4515.900000 sec): 3 clusters
  Score: Raw -398818.322298 + Penalty 3940.292196 = -394878.030102
  nChanged 102
		SP:Iteration 3Q (4515.910000 sec): 3 clusters
  Score: Raw -398885.250442 + Penalty 3940.292196 = -394944.958246
  nChanged 87
		SP:Iteration 4Q (4515.920000 sec): 3 clusters
  Score: Raw -398944.651199 + Penalty 3940.292196 = -395004.359003
  nChanged 76
		SP:Iteration 5Q (4515.930000 sec): 3 clusters
  Score: Raw -399013.203215 + Penalty 3940.292196 = -395072.911019
  nChanged 60
		SP:Iteration 6Q (4515.940000 sec): 3 clusters
  Score: Raw -399061.414474 + Penalty 3940.292196 = -395121.122278
  nChanged 53
		SP:Iteration 7Q (4515.950000 sec): 3 clusters
  Score: Raw -399099.795109 + Penalty 3940.292196 = -395159.502913
  nChanged 50
		SP:Iteration 8Q (4515.960000 sec): 3 clusters
  Score: Raw -399124.841277 + Penalty 3940.292196 = -395184.549082
  nChanged 29
		SP:Iteration 9Q (4515.970000 sec): 3 clusters
  Score: Raw -399142.723661 + Penalty 3940.292196 = -395202.431466
  nChanged 30
		SP:Iteration 10Q (4515.980000 sec): 3 clusters
  Score: Raw -399161.349600 + Penalty 3940.292196 = -395221.057404
  nChanged 25
		SP:Iteration 11Q (4515.990000 sec): 3 clusters
  Score: Raw -399175.442753 + Penalty 3940.292196 = -395235.150558
  nChanged 22
		SP:Iteration 12Q (4516.000000 sec): 3 clusters
  Score: Raw -399185.146677 + Penalty 3940.292196 = -395244.854482
  nChanged 11
		SP:Iteration 13Q (4516.010000 sec): 3 clusters
  Score: Raw -399189.299163 + Penalty 3940.292196 = -395249.006967
  nChanged 8
		SP:Iteration 14Q (4516.020000 sec): 3 clusters
  Score: Raw -399191.958685 + Penalty 3940.292196 = -395251.666490
  nChanged 3
		SP:Iteration 15Q (4516.030000 sec): 3 clusters
  Score: Raw -399193.267527 + Penalty 3940.292196 = -395252.975331
  nChanged 3
		SP:Iteration 16Q (4516.040000 sec): 3 clusters
  Score: Raw -399194.233029 + Penalty 3940.292196 = -395253.940834
  nChanged 2
		SP:Iteration 17Q (4516.050000 sec): 3 clusters
  Score: Raw -399194.965772 + Penalty 3940.292196 = -395254.673577
  nChanged 3
		SP:Iteration 18Q (4516.060000 sec): 3 clusters
  Score: Raw -399195.429793 + Penalty 3940.292196 = -395255.137598
  nChanged 2
		SP:Iteration 19Q (4516.070000 sec): 3 clusters
  Score: Raw -399196.487189 + Penalty 3940.292196 = -395256.194994
  nChanged 5
		SP:Iteration 20F (4516.080000 sec): 3 clusters
  Score: Raw -399198.785175 + Penalty 3940.292196 = -395258.492979
  nChanged 4
		SP:Iteration 21Q (4516.090000 sec): 3 clusters
  Score: Raw -399200.224530 + Penalty 3940.292196 = -395259.932334
  nChanged 2
		SP:Iteration 22Q (4516.100000 sec): 3 clusters
  Score: Raw -399200.857592 + Penalty 3940.292196 = -395260.565396
  nChanged 1
		SP:Iteration 23Q (4516.120000 sec): 3 clusters
  Score: Raw -399201.181856 + Penalty 3940.292196 = -395260.889661
  nChanged 0
		SP:Iteration 24F (4516.120000 sec): 3 clusters
  Score: Raw -399201.181856 + Penalty 3940.292196 = -395260.889661
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4516.130000 sec): 2 clusters
  Score: Raw -169290.392425 + Penalty 1747.352591 = -167543.039834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4516.140000 sec): 3 clusters
  Score: Raw -168962.277559 + Penalty 3494.705182 = -165467.572377
  nChanged 333
		SP:Iteration 1F (4516.140000 sec): 3 clusters
  Score: Raw -169274.511416 + Penalty 3494.705182 = -165779.806234
  nChanged 68
		SP:Iteration 2F (4516.140000 sec): 3 clusters
  Score: Raw -169350.402985 + Penalty 3494.705182 = -165855.697802
  nChanged 35
		SP:Iteration 3Q (4516.150000 sec): 3 clusters
  Score: Raw -169401.691568 + Penalty 3494.705182 = -165906.986386
  nChanged 27
		SP:Iteration 4Q (4516.150000 sec): 3 clusters
  Score: Raw -169434.697753 + Penalty 3494.705182 = -165939.992571
  nChanged 15
		SP:Iteration 5Q (4516.160000 sec): 3 clusters
  Score: Raw -169453.257785 + Penalty 3494.705182 = -165958.552603
  nChanged 12
		SP:Iteration 6Q (4516.160000 sec): 3 clusters
  Score: Raw -169466.116174 + Penalty 3494.705182 = -165971.410992
  nChanged 11
		SP:Iteration 7Q (4516.160000 sec): 3 clusters
  Score: Raw -169477.278148 + Penalty 3494.705182 = -165982.572966
  nChanged 6
		SP:Iteration 8Q (4516.170000 sec): 3 clusters
  Score: Raw -169483.301837 + Penalty 3494.705182 = -165988.596655
  nChanged 3
		SP:Iteration 9Q (4516.170000 sec): 3 clusters
  Score: Raw -169485.437468 + Penalty 3494.705182 = -165990.732286
  nChanged 1
		SP:Iteration 10Q (4516.180000 sec): 3 clusters
  Score: Raw -169485.861716 + Penalty 3494.705182 = -165991.156534
  nChanged 1
		SP:Iteration 11Q (4516.180000 sec): 3 clusters
  Score: Raw -169486.347307 + Penalty 3494.705182 = -165991.642125
  nChanged 1
		SP:Iteration 12Q (4516.180000 sec): 3 clusters
  Score: Raw -169487.592295 + Penalty 3494.705182 = -165992.887113
  nChanged 1
		SP:Iteration 13Q (4516.190000 sec): 3 clusters
  Score: Raw -169488.324907 + Penalty 3494.705182 = -165993.619724
  nChanged 1
		SP:Iteration 14Q (4516.190000 sec): 3 clusters
  Score: Raw -169488.752879 + Penalty 3494.705182 = -165994.047697
  nChanged 0
		SP:Iteration 15F (4516.200000 sec): 3 clusters
  Score: Raw -169488.752879 + Penalty 3494.705182 = -165994.047697
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4516.200000 sec): 2 clusters
  Score: Raw -262709.167841 + Penalty 1870.205809 = -260838.962032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4516.210000 sec): 3 clusters
  Score: Raw -262251.210727 + Penalty 3740.411618 = -258510.799110
  nChanged 619
		SP:Iteration 1F (4516.220000 sec): 3 clusters
  Score: Raw -263162.517191 + Penalty 3740.411618 = -259422.105574
  nChanged 259
		SP:Iteration 2F (4516.220000 sec): 3 clusters
  Score: Raw -263721.415909 + Penalty 3740.411618 = -259981.004291
  nChanged 189
		SP:Iteration 3F (4516.230000 sec): 3 clusters
  Score: Raw -264042.867809 + Penalty 3740.411618 = -260302.456191
  nChanged 108
		SP:Iteration 4F (4516.240000 sec): 3 clusters
  Score: Raw -264228.807197 + Penalty 3740.411618 = -260488.395579
  nChanged 64
		SP:Iteration 5Q (4516.240000 sec): 3 clusters
  Score: Raw -264332.331203 + Penalty 3740.411618 = -260591.919585
  nChanged 38
		SP:Iteration 6Q (4516.250000 sec): 3 clusters
  Score: Raw -264392.618658 + Penalty 3740.411618 = -260652.207041
  nChanged 13
		SP:Iteration 7Q (4516.260000 sec): 3 clusters
  Score: Raw -264412.583402 + Penalty 3740.411618 = -260672.171784
  nChanged 14
		SP:Iteration 8Q (4516.260000 sec): 3 clusters
  Score: Raw -264436.119709 + Penalty 3740.411618 = -260695.708091
  nChanged 7
		SP:Iteration 9Q (4516.270000 sec): 3 clusters
  Score: Raw -264444.302805 + Penalty 3740.411618 = -260703.891187
  nChanged 6
		SP:Iteration 10Q (4516.270000 sec): 3 clusters
  Score: Raw -264448.373853 + Penalty 3740.411618 = -260707.962235
  nChanged 4
		SP:Iteration 11Q (4516.280000 sec): 3 clusters
  Score: Raw -264452.767153 + Penalty 3740.411618 = -260712.355535
  nChanged 2
		SP:Iteration 12Q (4516.280000 sec): 3 clusters
  Score: Raw -264454.422847 + Penalty 3740.411618 = -260714.011229
  nChanged 1
		SP:Iteration 13Q (4516.290000 sec): 3 clusters
  Score: Raw -264456.485695 + Penalty 3740.411618 = -260716.074077
  nChanged 4
		SP:Iteration 14Q (4516.300000 sec): 3 clusters
  Score: Raw -264462.668898 + Penalty 3740.411618 = -260722.257280
  nChanged 4
		SP:Iteration 15Q (4516.300000 sec): 3 clusters
  Score: Raw -264466.852509 + Penalty 3740.411618 = -260726.440891
  nChanged 0
		SP:Iteration 16F (4516.310000 sec): 3 clusters
  Score: Raw -264466.852509 + Penalty 3740.411618 = -260726.440891
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (14119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4516.360000 sec): 2 clusters
  Score: Raw -2152044.699551 + Penalty 2369.708618 = -2149674.990933
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4516.410000 sec): 3 clusters
  Score: Raw -2144059.649413 + Penalty 4739.417237 = -2139320.232176
  nChanged 6052
		SP:Iteration 1F (4516.460000 sec): 3 clusters
  Score: Raw -2147143.773670 + Penalty 4739.417237 = -2142404.356434
  nChanged 738
		SP:Iteration 2F (4516.520000 sec): 3 clusters
  Score: Raw -2147421.041297 + Penalty 4739.417237 = -2142681.624060
  nChanged 632
		SP:Iteration 3Q (4516.570000 sec): 3 clusters
  Score: Raw -2147640.141404 + Penalty 4739.417237 = -2142900.724167
  nChanged 553
		SP:Iteration 4Q (4516.620000 sec): 3 clusters
  Score: Raw -2147819.651867 + Penalty 4739.417237 = -2143080.234630
  nChanged 501
		SP:Iteration 5Q (4516.670000 sec): 3 clusters
  Score: Raw -2147985.674952 + Penalty 4739.417237 = -2143246.257716
  nChanged 454
		SP:Iteration 6Q (4516.720000 sec): 3 clusters
  Score: Raw -2148142.345449 + Penalty 4739.417237 = -2143402.928213
  nChanged 432
		SP:Iteration 7Q (4516.780000 sec): 3 clusters
  Score: Raw -2148295.321772 + Penalty 4739.417237 = -2143555.904535
  nChanged 434
		SP:Iteration 8Q (4516.830000 sec): 3 clusters
  Score: Raw -2148455.341447 + Penalty 4739.417237 = -2143715.924210
  nChanged 427
		SP:Iteration 9Q (4516.880000 sec): 3 clusters
  Score: Raw -2148638.284381 + Penalty 4739.417237 = -2143898.867144
  nChanged 513
		SP:Iteration 10Q (4516.930000 sec): 3 clusters
  Score: Raw -2148883.179293 + Penalty 4739.417237 = -2144143.762056
  nChanged 597
		SP:Iteration 11Q (4516.980000 sec): 3 clusters
  Score: Raw -2149221.391557 + Penalty 4739.417237 = -2144481.974320
  nChanged 661
		SP:Iteration 12Q (4517.040000 sec): 3 clusters
  Score: Raw -2149662.786635 + Penalty 4739.417237 = -2144923.369398
  nChanged 731
		SP:Iteration 13F (4517.090000 sec): 3 clusters
  Score: Raw -2150237.570133 + Penalty 4739.417237 = -2145498.152896
  nChanged 715
		SP:Iteration 14F (4517.140000 sec): 3 clusters
  Score: Raw -2150856.239905 + Penalty 4739.417237 = -2146116.822669
  nChanged 601
		SP:Iteration 15Q (4517.190000 sec): 3 clusters
  Score: Raw -2151393.609716 + Penalty 4739.417237 = -2146654.192479
  nChanged 469
		SP:Iteration 16Q (4517.240000 sec): 3 clusters
  Score: Raw -2151801.922994 + Penalty 4739.417237 = -2147062.505757
  nChanged 326
		SP:Iteration 17Q (4517.290000 sec): 3 clusters
  Score: Raw -2152053.100525 + Penalty 4739.417237 = -2147313.683288
  nChanged 209
		SP:Iteration 18Q (4517.330000 sec): 3 clusters
  Score: Raw -2152220.186716 + Penalty 4739.417237 = -2147480.769480
  nChanged 131
		SP:Iteration 19Q (4517.380000 sec): 3 clusters
  Score: Raw -2152311.061250 + Penalty 4739.417237 = -2147571.644014
  nChanged 81
		SP:Iteration 20F (4517.430000 sec): 3 clusters
  Score: Raw -2152373.856914 + Penalty 4739.417237 = -2147634.439677
  nChanged 54
		SP:Iteration 21Q (4517.470000 sec): 3 clusters
  Score: Raw -2152412.172615 + Penalty 4739.417237 = -2147672.755378
  nChanged 29
		SP:Iteration 22Q (4517.520000 sec): 3 clusters
  Score: Raw -2152432.124557 + Penalty 4739.417237 = -2147692.707320
  nChanged 30
		SP:Iteration 23Q (4517.560000 sec): 3 clusters
  Score: Raw -2152452.672722 + Penalty 4739.417237 = -2147713.255485
  nChanged 18
		SP:Iteration 24Q (4517.600000 sec): 3 clusters
  Score: Raw -2152466.179837 + Penalty 4739.417237 = -2147726.762600
  nChanged 15
		SP:Iteration 25Q (4517.640000 sec): 3 clusters
  Score: Raw -2152476.132340 + Penalty 4739.417237 = -2147736.715104
  nChanged 16
		SP:Iteration 26Q (4517.680000 sec): 3 clusters
  Score: Raw -2152488.903870 + Penalty 4739.417237 = -2147749.486633
  nChanged 13
		SP:Iteration 27Q (4517.720000 sec): 3 clusters
  Score: Raw -2152496.475543 + Penalty 4739.417237 = -2147757.058306
  nChanged 12
		SP:Iteration 28Q (4517.760000 sec): 3 clusters
  Score: Raw -2152503.325612 + Penalty 4739.417237 = -2147763.908375
  nChanged 6
		SP:Iteration 29Q (4517.800000 sec): 3 clusters
  Score: Raw -2152506.906843 + Penalty 4739.417237 = -2147767.489607
  nChanged 6
		SP:Iteration 30Q (4517.840000 sec): 3 clusters
  Score: Raw -2152511.633418 + Penalty 4739.417237 = -2147772.216182
  nChanged 3
		SP:Iteration 31Q (4517.880000 sec): 3 clusters
  Score: Raw -2152513.525135 + Penalty 4739.417237 = -2147774.107899
  nChanged 1
		SP:Iteration 32Q (4517.920000 sec): 3 clusters
  Score: Raw -2152513.799544 + Penalty 4739.417237 = -2147774.382307
  nChanged 0
		SP:Iteration 33F (4517.970000 sec): 3 clusters
  Score: Raw -2152513.799544 + Penalty 4739.417237 = -2147774.382307
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4518.020000 sec): 2 clusters
  Score: Raw -1978234.382382 + Penalty 2368.670113 = -1975865.712269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4518.070000 sec): 3 clusters
  Score: Raw -1970379.798640 + Penalty 4737.340226 = -1965642.458414
  nChanged 6006
		SP:Iteration 1F (4518.120000 sec): 3 clusters
  Score: Raw -1973560.098660 + Penalty 4737.340226 = -1968822.758434
  nChanged 900
		SP:Iteration 2F (4518.180000 sec): 3 clusters
  Score: Raw -1973992.043187 + Penalty 4737.340226 = -1969254.702961
  nChanged 746
		SP:Iteration 3F (4518.230000 sec): 3 clusters
  Score: Raw -1974306.082431 + Penalty 4737.340226 = -1969568.742205
  nChanged 656
		SP:Iteration 4Q (4518.280000 sec): 3 clusters
  Score: Raw -1974615.696689 + Penalty 4737.340226 = -1969878.356463
  nChanged 670
		SP:Iteration 5Q (4518.330000 sec): 3 clusters
  Score: Raw -1974990.974845 + Penalty 4737.340226 = -1970253.634619
  nChanged 701
		SP:Iteration 6Q (4518.380000 sec): 3 clusters
  Score: Raw -1975429.593822 + Penalty 4737.340226 = -1970692.253596
  nChanged 735
		SP:Iteration 7F (4518.440000 sec): 3 clusters
  Score: Raw -1975933.439908 + Penalty 4737.340226 = -1971196.099682
  nChanged 722
		SP:Iteration 8F (4518.490000 sec): 3 clusters
  Score: Raw -1976434.143002 + Penalty 4737.340226 = -1971696.802776
  nChanged 643
		SP:Iteration 9Q (4518.540000 sec): 3 clusters
  Score: Raw -1976869.219056 + Penalty 4737.340226 = -1972131.878830
  nChanged 552
		SP:Iteration 10Q (4518.590000 sec): 3 clusters
  Score: Raw -1977236.061655 + Penalty 4737.340226 = -1972498.721429
  nChanged 468
		SP:Iteration 11Q (4518.650000 sec): 3 clusters
  Score: Raw -1977516.195754 + Penalty 4737.340226 = -1972778.855528
  nChanged 390
		SP:Iteration 12Q (4518.690000 sec): 3 clusters
  Score: Raw -1977795.185855 + Penalty 4737.340226 = -1973057.845629
  nChanged 346
		SP:Iteration 13Q (4518.750000 sec): 3 clusters
  Score: Raw -1978027.938274 + Penalty 4737.340226 = -1973290.598048
  nChanged 286
		SP:Iteration 14Q (4518.790000 sec): 3 clusters
  Score: Raw -1978205.728762 + Penalty 4737.340226 = -1973468.388536
  nChanged 224
		SP:Iteration 15Q (4518.840000 sec): 3 clusters
  Score: Raw -1978318.525213 + Penalty 4737.340226 = -1973581.184987
  nChanged 147
		SP:Iteration 16Q (4518.890000 sec): 3 clusters
  Score: Raw -1978389.942041 + Penalty 4737.340226 = -1973652.601815
  nChanged 135
		SP:Iteration 17Q (4518.930000 sec): 3 clusters
  Score: Raw -1978449.611849 + Penalty 4737.340226 = -1973712.271623
  nChanged 127
		SP:Iteration 18Q (4518.980000 sec): 3 clusters
  Score: Raw -1978501.824597 + Penalty 4737.340226 = -1973764.484371
  nChanged 87
		SP:Iteration 19Q (4519.030000 sec): 3 clusters
  Score: Raw -1978533.687437 + Penalty 4737.340226 = -1973796.347211
  nChanged 69
		SP:Iteration 20F (4519.080000 sec): 3 clusters
  Score: Raw -1978555.275417 + Penalty 4737.340226 = -1973817.935191
  nChanged 57
		SP:Iteration 21Q (4519.130000 sec): 3 clusters
  Score: Raw -1978574.048599 + Penalty 4737.340226 = -1973836.708372
  nChanged 60
		SP:Iteration 22Q (4519.170000 sec): 3 clusters
  Score: Raw -1978595.229343 + Penalty 4737.340226 = -1973857.889117
  nChanged 57
		SP:Iteration 23Q (4519.210000 sec): 3 clusters
  Score: Raw -1978612.942372 + Penalty 4737.340226 = -1973875.602146
  nChanged 47
		SP:Iteration 24Q (4519.260000 sec): 3 clusters
  Score: Raw -1978623.774842 + Penalty 4737.340226 = -1973886.434616
  nChanged 29
		SP:Iteration 25Q (4519.310000 sec): 3 clusters
  Score: Raw -1978629.758920 + Penalty 4737.340226 = -1973892.418694
  nChanged 24
		SP:Iteration 26Q (4519.350000 sec): 3 clusters
  Score: Raw -1978633.616064 + Penalty 4737.340226 = -1973896.275838
  nChanged 11
		SP:Iteration 27Q (4519.400000 sec): 3 clusters
  Score: Raw -1978635.193531 + Penalty 4737.340226 = -1973897.853305
  nChanged 8
		SP:Iteration 28Q (4519.440000 sec): 3 clusters
  Score: Raw -1978636.541156 + Penalty 4737.340226 = -1973899.200930
  nChanged 8
		SP:Iteration 29Q (4519.490000 sec): 3 clusters
  Score: Raw -1978638.090653 + Penalty 4737.340226 = -1973900.750427
  nChanged 7
		SP:Iteration 30Q (4519.530000 sec): 3 clusters
  Score: Raw -1978639.141174 + Penalty 4737.340226 = -1973901.800948
  nChanged 7
		SP:Iteration 31Q (4519.570000 sec): 3 clusters
  Score: Raw -1978640.253763 + Penalty 4737.340226 = -1973902.913537
  nChanged 4
		SP:Iteration 32Q (4519.620000 sec): 3 clusters
  Score: Raw -1978640.844539 + Penalty 4737.340226 = -1973903.504313
  nChanged 7
		SP:Iteration 33Q (4519.670000 sec): 3 clusters
  Score: Raw -1978642.003350 + Penalty 4737.340226 = -1973904.663124
  nChanged 7
		SP:Iteration 34Q (4519.710000 sec): 3 clusters
  Score: Raw -1978642.761617 + Penalty 4737.340226 = -1973905.421391
  nChanged 4
		SP:Iteration 35Q (4519.750000 sec): 3 clusters
  Score: Raw -1978643.624584 + Penalty 4737.340226 = -1973906.284358
  nChanged 4
		SP:Iteration 36Q (4519.800000 sec): 3 clusters
  Score: Raw -1978644.136253 + Penalty 4737.340226 = -1973906.796027
  nChanged 1
		SP:Iteration 37Q (4519.840000 sec): 3 clusters
  Score: Raw -1978644.331200 + Penalty 4737.340226 = -1973906.990974
  nChanged 1
		SP:Iteration 38Q (4519.890000 sec): 3 clusters
  Score: Raw -1978644.582635 + Penalty 4737.340226 = -1973907.242409
  nChanged 1
		SP:Iteration 39Q (4519.930000 sec): 3 clusters
  Score: Raw -1978644.732239 + Penalty 4737.340226 = -1973907.392013
  nChanged 2
		SP:Iteration 40F (4519.980000 sec): 3 clusters
  Score: Raw -1978644.980450 + Penalty 4737.340226 = -1973907.640224
  nChanged 1
		SP:Iteration 41Q (4520.030000 sec): 3 clusters
  Score: Raw -1978645.108797 + Penalty 4737.340226 = -1973907.768571
  nChanged 1
		SP:Iteration 42Q (4520.070000 sec): 3 clusters
  Score: Raw -1978645.306317 + Penalty 4737.340226 = -1973907.966091
  nChanged 1
		SP:Iteration 43Q (4520.110000 sec): 3 clusters
  Score: Raw -1978645.673516 + Penalty 4737.340226 = -1973908.333290
  nChanged 1
		SP:Iteration 44Q (4520.160000 sec): 3 clusters
  Score: Raw -1978645.956102 + Penalty 4737.340226 = -1973908.615876
  nChanged 1
		SP:Iteration 45Q (4520.200000 sec): 3 clusters
  Score: Raw -1978646.033137 + Penalty 4737.340226 = -1973908.692911
  nChanged 0
		SP:Iteration 46F (4520.250000 sec): 3 clusters
  Score: Raw -1978646.033137 + Penalty 4737.340226 = -1973908.692911
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4520.270000 sec): 2 clusters
  Score: Raw -102555.736499 + Penalty 1634.735086 = -100921.001414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4520.270000 sec): 3 clusters
  Score: Raw -102510.690480 + Penalty 3269.470171 = -99241.220309
  nChanged 182
		SP:Iteration 1F (4520.270000 sec): 3 clusters
  Score: Raw -102745.549109 + Penalty 3269.470171 = -99476.078938
  nChanged 37
		SP:Iteration 2F (4520.270000 sec): 3 clusters
  Score: Raw -102804.596006 + Penalty 3269.470171 = -99535.125835
  nChanged 27
		SP:Iteration 3Q (4520.270000 sec): 3 clusters
  Score: Raw -102873.991840 + Penalty 3269.470171 = -99604.521669
  nChanged 33
		SP:Iteration 4Q (4520.280000 sec): 3 clusters
  Score: Raw -102969.110065 + Penalty 3269.470171 = -99699.639894
  nChanged 34
		SP:Iteration 5Q (4520.280000 sec): 3 clusters
  Score: Raw -103135.737570 + Penalty 3269.470171 = -99866.267399
  nChanged 51
		SP:Iteration 6F (4520.280000 sec): 3 clusters
  Score: Raw -103465.390449 + Penalty 3269.470171 = -100195.920278
  nChanged 75
		SP:Iteration 7F (4520.290000 sec): 3 clusters
  Score: Raw -103810.503349 + Penalty 3269.470171 = -100541.033178
  nChanged 55
		SP:Iteration 8F (4520.290000 sec): 3 clusters
  Score: Raw -104108.283932 + Penalty 3269.470171 = -100838.813761
  nChanged 30
		SP:Iteration 9Q (4520.290000 sec): 3 clusters
  Score: Raw -104329.905004 + Penalty 3269.470171 = -101060.434833
  nChanged 24
		SP:Iteration 10Q (4520.290000 sec): 3 clusters
  Score: Raw -104524.565695 + Penalty 3269.470171 = -101255.095524
  nChanged 18
		SP:Iteration 11Q (4520.290000 sec): 3 clusters
  Score: Raw -104645.132712 + Penalty 3269.470171 = -101375.662541
  nChanged 16
		SP:Iteration 12Q (4520.300000 sec): 3 clusters
  Score: Raw -104753.504933 + Penalty 3269.470171 = -101484.034762
  nChanged 15
		SP:Iteration 13Q (4520.300000 sec): 3 clusters
  Score: Raw -104815.737452 + Penalty 3269.470171 = -101546.267281
  nChanged 6
		SP:Iteration 14Q (4520.300000 sec): 3 clusters
  Score: Raw -104840.311483 + Penalty 3269.470171 = -101570.841312
  nChanged 6
		SP:Iteration 15Q (4520.300000 sec): 3 clusters
  Score: Raw -104857.591020 + Penalty 3269.470171 = -101588.120849
  nChanged 9
		SP:Iteration 16Q (4520.310000 sec): 3 clusters
  Score: Raw -104890.370829 + Penalty 3269.470171 = -101620.900658
  nChanged 12
		SP:Iteration 17Q (4520.310000 sec): 3 clusters
  Score: Raw -104958.076054 + Penalty 3269.470171 = -101688.605883
  nChanged 13
		SP:Iteration 18Q (4520.310000 sec): 3 clusters
  Score: Raw -105080.117402 + Penalty 3269.470171 = -101810.647231
  nChanged 8
		SP:Iteration 19Q (4520.310000 sec): 3 clusters
  Score: Raw -105155.659056 + Penalty 3269.470171 = -101886.188885
  nChanged 1
		SP:Iteration 20F (4520.310000 sec): 3 clusters
  Score: Raw -105158.232775 + Penalty 3269.470171 = -101888.762604
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 29.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4520.330000 sec): 2 clusters
  Score: Raw -307094.127338 + Penalty 1905.712369 = -305188.414969
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4520.330000 sec): 3 clusters
  Score: Raw -306263.501709 + Penalty 3811.424738 = -302452.076971
  nChanged 731
		SP:Iteration 1F (4520.340000 sec): 3 clusters
  Score: Raw -306707.235967 + Penalty 3811.424738 = -302895.811229
  nChanged 136
		SP:Iteration 2F (4520.350000 sec): 3 clusters
  Score: Raw -306813.253939 + Penalty 3811.424738 = -303001.829201
  nChanged 80
		SP:Iteration 3Q (4520.360000 sec): 3 clusters
  Score: Raw -306867.635852 + Penalty 3811.424738 = -303056.211114
  nChanged 52
		SP:Iteration 4Q (4520.360000 sec): 3 clusters
  Score: Raw -306904.933537 + Penalty 3811.424738 = -303093.508800
  nChanged 43
		SP:Iteration 5Q (4520.370000 sec): 3 clusters
  Score: Raw -306928.989576 + Penalty 3811.424738 = -303117.564839
  nChanged 30
		SP:Iteration 6Q (4520.380000 sec): 3 clusters
  Score: Raw -306948.888980 + Penalty 3811.424738 = -303137.464243
  nChanged 27
		SP:Iteration 7Q (4520.390000 sec): 3 clusters
  Score: Raw -306965.911497 + Penalty 3811.424738 = -303154.486759
  nChanged 15
		SP:Iteration 8Q (4520.390000 sec): 3 clusters
  Score: Raw -306976.071022 + Penalty 3811.424738 = -303164.646285
  nChanged 18
		SP:Iteration 9Q (4520.400000 sec): 3 clusters
  Score: Raw -306985.322028 + Penalty 3811.424738 = -303173.897291
  nChanged 16
		SP:Iteration 10Q (4520.410000 sec): 3 clusters
  Score: Raw -306990.481500 + Penalty 3811.424738 = -303179.056763
  nChanged 3
		SP:Iteration 11Q (4520.420000 sec): 3 clusters
  Score: Raw -306993.650433 + Penalty 3811.424738 = -303182.225695
  nChanged 10
		SP:Iteration 12Q (4520.430000 sec): 3 clusters
  Score: Raw -307001.203310 + Penalty 3811.424738 = -303189.778572
  nChanged 11
		SP:Iteration 13Q (4520.430000 sec): 3 clusters
  Score: Raw -307007.858800 + Penalty 3811.424738 = -303196.434062
  nChanged 4
		SP:Iteration 14Q (4520.440000 sec): 3 clusters
  Score: Raw -307010.935434 + Penalty 3811.424738 = -303199.510697
  nChanged 5
		SP:Iteration 15Q (4520.450000 sec): 3 clusters
  Score: Raw -307014.573079 + Penalty 3811.424738 = -303203.148342
  nChanged 7
		SP:Iteration 16Q (4520.460000 sec): 3 clusters
  Score: Raw -307019.013318 + Penalty 3811.424738 = -303207.588580
  nChanged 10
		SP:Iteration 17Q (4520.470000 sec): 3 clusters
  Score: Raw -307023.003701 + Penalty 3811.424738 = -303211.578963
  nChanged 10
		SP:Iteration 18Q (4520.470000 sec): 3 clusters
  Score: Raw -307027.059619 + Penalty 3811.424738 = -303215.634881
  nChanged 6
		SP:Iteration 19Q (4520.480000 sec): 3 clusters
  Score: Raw -307029.322475 + Penalty 3811.424738 = -303217.897737
  nChanged 2
		SP:Iteration 20F (4520.490000 sec): 3 clusters
  Score: Raw -307030.057315 + Penalty 3811.424738 = -303218.632577
  nChanged 4
		SP:Iteration 21Q (4520.500000 sec): 3 clusters
  Score: Raw -307031.422658 + Penalty 3811.424738 = -303219.997921
  nChanged 5
		SP:Iteration 22Q (4520.510000 sec): 3 clusters
  Score: Raw -307033.776568 + Penalty 3811.424738 = -303222.351830
  nChanged 5
		SP:Iteration 23Q (4520.510000 sec): 3 clusters
  Score: Raw -307036.568673 + Penalty 3811.424738 = -303225.143936
  nChanged 3
		SP:Iteration 24Q (4520.520000 sec): 3 clusters
  Score: Raw -307039.292130 + Penalty 3811.424738 = -303227.867392
  nChanged 2
		SP:Iteration 25Q (4520.530000 sec): 3 clusters
  Score: Raw -307040.704890 + Penalty 3811.424738 = -303229.280153
  nChanged 4
		SP:Iteration 26Q (4520.540000 sec): 3 clusters
  Score: Raw -307042.399836 + Penalty 3811.424738 = -303230.975098
  nChanged 2
		SP:Iteration 27Q (4520.550000 sec): 3 clusters
  Score: Raw -307043.693658 + Penalty 3811.424738 = -303232.268920
  nChanged 3
		SP:Iteration 28Q (4520.550000 sec): 3 clusters
  Score: Raw -307044.922171 + Penalty 3811.424738 = -303233.497434
  nChanged 4
		SP:Iteration 29Q (4520.560000 sec): 3 clusters
  Score: Raw -307046.027931 + Penalty 3811.424738 = -303234.603193
  nChanged 0
		SP:Iteration 30F (4520.570000 sec): 3 clusters
  Score: Raw -307046.027931 + Penalty 3811.424738 = -303234.603193
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (32461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4520.690000 sec): 2 clusters
  Score: Raw -4740977.582619 + Penalty 2576.173073 = -4738401.409546
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4520.810000 sec): 3 clusters
  Score: Raw -4721329.513175 + Penalty 5152.346145 = -4716177.167029
  nChanged 14696
		SP:Iteration 1F (4520.930000 sec): 3 clusters
  Score: Raw -4729618.396896 + Penalty 5152.346145 = -4724466.050751
  nChanged 1708
		SP:Iteration 2F (4521.060000 sec): 3 clusters
  Score: Raw -4730384.058583 + Penalty 5152.346145 = -4725231.712437
  nChanged 1808
		SP:Iteration 3F (4521.180000 sec): 3 clusters
  Score: Raw -4731331.665986 + Penalty 5152.346145 = -4726179.319841
  nChanged 1992
		SP:Iteration 4F (4521.310000 sec): 3 clusters
  Score: Raw -4732592.783602 + Penalty 5152.346145 = -4727440.437456
  nChanged 2242
		SP:Iteration 5F (4521.430000 sec): 3 clusters
  Score: Raw -4734145.219330 + Penalty 5152.346145 = -4728992.873185
  nChanged 2228
		SP:Iteration 6F (4521.550000 sec): 3 clusters
  Score: Raw -4735655.667974 + Penalty 5152.346145 = -4730503.321829
  nChanged 1965
		SP:Iteration 7F (4521.670000 sec): 3 clusters
  Score: Raw -4736946.614607 + Penalty 5152.346145 = -4731794.268461
  nChanged 1519
		SP:Iteration 8Q (4521.800000 sec): 3 clusters
  Score: Raw -4737913.092760 + Penalty 5152.346145 = -4732760.746615
  nChanged 1192
		SP:Iteration 9Q (4521.930000 sec): 3 clusters
  Score: Raw -4738652.524938 + Penalty 5152.346145 = -4733500.178792
  nChanged 918
		SP:Iteration 10Q (4522.050000 sec): 3 clusters
  Score: Raw -4739353.822562 + Penalty 5152.346145 = -4734201.476417
  nChanged 849
		SP:Iteration 11Q (4522.170000 sec): 3 clusters
  Score: Raw -4740283.209832 + Penalty 5152.346145 = -4735130.863687
  nChanged 648
		SP:Iteration 12Q (4522.290000 sec): 3 clusters
  Score: Raw -4741254.563626 + Penalty 5152.346145 = -4736102.217481
  nChanged 363
		SP:Iteration 13Q (4522.400000 sec): 3 clusters
  Score: Raw -4741640.356458 + Penalty 5152.346145 = -4736488.010313
  nChanged 237
		SP:Iteration 14Q (4522.510000 sec): 3 clusters
  Score: Raw -4741768.957837 + Penalty 5152.346145 = -4736616.611692
  nChanged 178
		SP:Iteration 15Q (4522.610000 sec): 3 clusters
  Score: Raw -4741835.270224 + Penalty 5152.346145 = -4736682.924079
  nChanged 138
		SP:Iteration 16Q (4522.710000 sec): 3 clusters
  Score: Raw -4741878.899939 + Penalty 5152.346145 = -4736726.553794
  nChanged 110
		SP:Iteration 17Q (4522.810000 sec): 3 clusters
  Score: Raw -4741908.887919 + Penalty 5152.346145 = -4736756.541774
  nChanged 85
		SP:Iteration 18Q (4522.910000 sec): 3 clusters
  Score: Raw -4741931.503044 + Penalty 5152.346145 = -4736779.156899
  nChanged 60
		SP:Iteration 19Q (4523.010000 sec): 3 clusters
  Score: Raw -4741944.671273 + Penalty 5152.346145 = -4736792.325128
  nChanged 44
		SP:Iteration 20F (4523.130000 sec): 3 clusters
  Score: Raw -4741953.920270 + Penalty 5152.346145 = -4736801.574125
  nChanged 41
		SP:Iteration 21Q (4523.220000 sec): 3 clusters
  Score: Raw -4741961.620917 + Penalty 5152.346145 = -4736809.274771
  nChanged 26
		SP:Iteration 22Q (4523.320000 sec): 3 clusters
  Score: Raw -4741965.673593 + Penalty 5152.346145 = -4736813.327447
  nChanged 23
		SP:Iteration 23Q (4523.410000 sec): 3 clusters
  Score: Raw -4741969.773572 + Penalty 5152.346145 = -4736817.427426
  nChanged 18
		SP:Iteration 24Q (4523.510000 sec): 3 clusters
  Score: Raw -4741972.468437 + Penalty 5152.346145 = -4736820.122291
  nChanged 19
		SP:Iteration 25Q (4523.610000 sec): 3 clusters
  Score: Raw -4741976.953456 + Penalty 5152.346145 = -4736824.607311
  nChanged 25
		SP:Iteration 26Q (4523.700000 sec): 3 clusters
  Score: Raw -4741980.428510 + Penalty 5152.346145 = -4736828.082364
  nChanged 13
		SP:Iteration 27Q (4523.800000 sec): 3 clusters
  Score: Raw -4741982.232275 + Penalty 5152.346145 = -4736829.886130
  nChanged 9
		SP:Iteration 28Q (4523.890000 sec): 3 clusters
  Score: Raw -4741983.305336 + Penalty 5152.346145 = -4736830.959191
  nChanged 8
		SP:Iteration 29Q (4523.990000 sec): 3 clusters
  Score: Raw -4741984.355176 + Penalty 5152.346145 = -4736832.009031
  nChanged 10
		SP:Iteration 30Q (4524.080000 sec): 3 clusters
  Score: Raw -4741985.685174 + Penalty 5152.346145 = -4736833.339029
  nChanged 8
		SP:Iteration 31Q (4524.170000 sec): 3 clusters
  Score: Raw -4741986.598901 + Penalty 5152.346145 = -4736834.252756
  nChanged 6
		SP:Iteration 32Q (4524.270000 sec): 3 clusters
  Score: Raw -4741987.217297 + Penalty 5152.346145 = -4736834.871152
  nChanged 7
		SP:Iteration 33Q (4524.370000 sec): 3 clusters
  Score: Raw -4741988.023827 + Penalty 5152.346145 = -4736835.677681
  nChanged 8
		SP:Iteration 34Q (4524.470000 sec): 3 clusters
  Score: Raw -4741989.423066 + Penalty 5152.346145 = -4736837.076920
  nChanged 8
		SP:Iteration 35Q (4524.560000 sec): 3 clusters
  Score: Raw -4741990.693290 + Penalty 5152.346145 = -4736838.347144
  nChanged 8
		SP:Iteration 36Q (4524.650000 sec): 3 clusters
  Score: Raw -4741992.054945 + Penalty 5152.346145 = -4736839.708800
  nChanged 8
		SP:Iteration 37Q (4524.750000 sec): 3 clusters
  Score: Raw -4741993.092523 + Penalty 5152.346145 = -4736840.746378
  nChanged 8
		SP:Iteration 38Q (4524.840000 sec): 3 clusters
  Score: Raw -4741994.024424 + Penalty 5152.346145 = -4736841.678279
  nChanged 4
		SP:Iteration 39Q (4524.940000 sec): 3 clusters
  Score: Raw -4741994.550950 + Penalty 5152.346145 = -4736842.204805
  nChanged 6
		SP:Iteration 40F (4525.060000 sec): 3 clusters
  Score: Raw -4741995.420840 + Penalty 5152.346145 = -4736843.074694
  nChanged 6
		SP:Iteration 41Q (4525.150000 sec): 3 clusters
  Score: Raw -4741996.449966 + Penalty 5152.346145 = -4736844.103821
  nChanged 7
		SP:Iteration 42Q (4525.250000 sec): 3 clusters
  Score: Raw -4741997.698590 + Penalty 5152.346145 = -4736845.352445
  nChanged 5
		SP:Iteration 43Q (4525.340000 sec): 3 clusters
  Score: Raw -4741998.497689 + Penalty 5152.346145 = -4736846.151544
  nChanged 6
		SP:Iteration 44Q (4525.440000 sec): 3 clusters
  Score: Raw -4741999.314213 + Penalty 5152.346145 = -4736846.968068
  nChanged 4
		SP:Iteration 45Q (4525.530000 sec): 3 clusters
  Score: Raw -4741999.795321 + Penalty 5152.346145 = -4736847.449175
  nChanged 1
		SP:Iteration 46Q (4525.630000 sec): 3 clusters
  Score: Raw -4742000.027017 + Penalty 5152.346145 = -4736847.680872
  nChanged 1
		SP:Iteration 47Q (4525.730000 sec): 3 clusters
  Score: Raw -4742000.302813 + Penalty 5152.346145 = -4736847.956668
  nChanged 2
		SP:Iteration 48Q (4525.820000 sec): 3 clusters
  Score: Raw -4742000.492199 + Penalty 5152.346145 = -4736848.146054
  nChanged 2
		SP:Iteration 49Q (4525.910000 sec): 3 clusters
  Score: Raw -4742000.695455 + Penalty 5152.346145 = -4736848.349309
  nChanged 1
		SP:Iteration 50Q (4526.010000 sec): 3 clusters
  Score: Raw -4742000.811491 + Penalty 5152.346145 = -4736848.465345
  nChanged 0
		SP:Iteration 51F (4526.130000 sec): 3 clusters
  Score: Raw -4742000.811491 + Penalty 5152.346145 = -4736848.465345
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (95619 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4526.470000 sec): 2 clusters
  Score: Raw -13877335.761433 + Penalty 2844.095452 = -13874491.665981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4526.850000 sec): 3 clusters
  Score: Raw -13816187.627873 + Penalty 5688.190905 = -13810499.436968
  nChanged 45133
		SP:Iteration 1F (4527.210000 sec): 3 clusters
  Score: Raw -13841718.110155 + Penalty 5688.190905 = -13836029.919250
  nChanged 3410
		SP:Iteration 2Q (4527.600000 sec): 3 clusters
  Score: Raw -13842606.196430 + Penalty 5688.190905 = -13836918.005526
  nChanged 3814
		SP:Iteration 3Q (4527.980000 sec): 3 clusters
  Score: Raw -13843857.396590 + Penalty 5688.190905 = -13838169.205686
  nChanged 4580
		SP:Iteration 4Q (4528.360000 sec): 3 clusters
  Score: Raw -13845869.796591 + Penalty 5688.190905 = -13840181.605686
  nChanged 5877
		SP:Iteration 5F (4528.740000 sec): 3 clusters
  Score: Raw -13849339.892436 + Penalty 5688.190905 = -13843651.701531
  nChanged 7241
		SP:Iteration 6F (4529.110000 sec): 3 clusters
  Score: Raw -13854575.484327 + Penalty 5688.190905 = -13848887.293422
  nChanged 7602
		SP:Iteration 7F (4529.480000 sec): 3 clusters
  Score: Raw -13860745.100210 + Penalty 5688.190905 = -13855056.909305
  nChanged 6815
		SP:Iteration 8F (4529.850000 sec): 3 clusters
  Score: Raw -13866684.271944 + Penalty 5688.190905 = -13860996.081039
  nChanged 5235
		SP:Iteration 9F (4530.210000 sec): 3 clusters
  Score: Raw -13871441.656951 + Penalty 5688.190905 = -13865753.466046
  nChanged 3465
		SP:Iteration 10Q (4530.580000 sec): 3 clusters
  Score: Raw -13874590.799000 + Penalty 5688.190905 = -13868902.608095
  nChanged 1984
		SP:Iteration 11Q (4530.920000 sec): 3 clusters
  Score: Raw -13876331.231596 + Penalty 5688.190905 = -13870643.040691
  nChanged 954
		SP:Iteration 12Q (4531.230000 sec): 3 clusters
  Score: Raw -13877115.506774 + Penalty 5688.190905 = -13871427.315869
  nChanged 412
		SP:Iteration 13Q (4531.530000 sec): 3 clusters
  Score: Raw -13877437.510995 + Penalty 5688.190905 = -13871749.320090
  nChanged 198
		SP:Iteration 14Q (4531.810000 sec): 3 clusters
  Score: Raw -13877606.812451 + Penalty 5688.190905 = -13871918.621547
  nChanged 135
		SP:Iteration 15Q (4532.090000 sec): 3 clusters
  Score: Raw -13877725.505898 + Penalty 5688.190905 = -13872037.314993
  nChanged 91
		SP:Iteration 16Q (4532.360000 sec): 3 clusters
  Score: Raw -13877790.888528 + Penalty 5688.190905 = -13872102.697623
  nChanged 55
		SP:Iteration 17Q (4532.630000 sec): 3 clusters
  Score: Raw -13877822.456272 + Penalty 5688.190905 = -13872134.265367
  nChanged 30
		SP:Iteration 18Q (4532.920000 sec): 3 clusters
  Score: Raw -13877844.411172 + Penalty 5688.190905 = -13872156.220268
  nChanged 27
		SP:Iteration 19Q (4533.190000 sec): 3 clusters
  Score: Raw -13877863.297982 + Penalty 5688.190905 = -13872175.107077
  nChanged 19
		SP:Iteration 20F (4533.550000 sec): 3 clusters
  Score: Raw -13877873.753648 + Penalty 5688.190905 = -13872185.562743
  nChanged 17
		SP:Iteration 21Q (4533.820000 sec): 3 clusters
  Score: Raw -13877882.200005 + Penalty 5688.190905 = -13872194.009100
  nChanged 14
		SP:Iteration 22Q (4534.080000 sec): 3 clusters
  Score: Raw -13877889.873792 + Penalty 5688.190905 = -13872201.682887
  nChanged 12
		SP:Iteration 23Q (4534.350000 sec): 3 clusters
  Score: Raw -13877896.733878 + Penalty 5688.190905 = -13872208.542973
  nChanged 9
		SP:Iteration 24Q (4534.610000 sec): 3 clusters
  Score: Raw -13877905.215215 + Penalty 5688.190905 = -13872217.024310
  nChanged 12
		SP:Iteration 25Q (4534.880000 sec): 3 clusters
  Score: Raw -13877913.854150 + Penalty 5688.190905 = -13872225.663245
  nChanged 4
		SP:Iteration 26Q (4535.150000 sec): 3 clusters
  Score: Raw -13877915.944905 + Penalty 5688.190905 = -13872227.754001
  nChanged 3
		SP:Iteration 27Q (4535.410000 sec): 3 clusters
  Score: Raw -13877919.046879 + Penalty 5688.190905 = -13872230.855975
  nChanged 4
		SP:Iteration 28Q (4535.680000 sec): 3 clusters
  Score: Raw -13877920.666074 + Penalty 5688.190905 = -13872232.475169
  nChanged 2
		SP:Iteration 29Q (4535.950000 sec): 3 clusters
  Score: Raw -13877921.575664 + Penalty 5688.190905 = -13872233.384760
  nChanged 0
		SP:Iteration 30F (4536.310000 sec): 3 clusters
  Score: Raw -13877921.575664 + Penalty 5688.190905 = -13872233.384760
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (33228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4536.460000 sec): 2 clusters
  Score: Raw -5161850.291547 + Penalty 2581.964747 = -5159268.326800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4536.590000 sec): 3 clusters
  Score: Raw -5141753.532024 + Penalty 5163.929494 = -5136589.602530
  nChanged 15134
		SP:Iteration 1F (4536.720000 sec): 3 clusters
  Score: Raw -5149854.881201 + Penalty 5163.929494 = -5144690.951707
  nChanged 1543
		SP:Iteration 2Q (4536.850000 sec): 3 clusters
  Score: Raw -5150392.192788 + Penalty 5163.929494 = -5145228.263294
  nChanged 1435
		SP:Iteration 3Q (4536.980000 sec): 3 clusters
  Score: Raw -5150899.187956 + Penalty 5163.929494 = -5145735.258462
  nChanged 1451
		SP:Iteration 4Q (4537.110000 sec): 3 clusters
  Score: Raw -5151491.680192 + Penalty 5163.929494 = -5146327.750698
  nChanged 1472
		SP:Iteration 5Q (4537.240000 sec): 3 clusters
  Score: Raw -5152204.802953 + Penalty 5163.929494 = -5147040.873460
  nChanged 1719
		SP:Iteration 6F (4537.360000 sec): 3 clusters
  Score: Raw -5153191.254480 + Penalty 5163.929494 = -5148027.324987
  nChanged 2088
		SP:Iteration 7F (4537.490000 sec): 3 clusters
  Score: Raw -5154685.995161 + Penalty 5163.929494 = -5149522.065667
  nChanged 2417
		SP:Iteration 8F (4537.610000 sec): 3 clusters
  Score: Raw -5156700.995527 + Penalty 5163.929494 = -5151537.066033
  nChanged 2301
		SP:Iteration 9F (4537.740000 sec): 3 clusters
  Score: Raw -5158792.127688 + Penalty 5163.929494 = -5153628.198194
  nChanged 1756
		SP:Iteration 10F (4537.860000 sec): 3 clusters
  Score: Raw -5160407.171789 + Penalty 5163.929494 = -5155243.242295
  nChanged 1020
		SP:Iteration 11Q (4537.970000 sec): 3 clusters
  Score: Raw -5161318.258392 + Penalty 5163.929494 = -5156154.328899
  nChanged 446
		SP:Iteration 12Q (4538.080000 sec): 3 clusters
  Score: Raw -5161709.738852 + Penalty 5163.929494 = -5156545.809358
  nChanged 193
		SP:Iteration 13Q (4538.180000 sec): 3 clusters
  Score: Raw -5161907.129001 + Penalty 5163.929494 = -5156743.199507
  nChanged 100
		SP:Iteration 14Q (4538.270000 sec): 3 clusters
  Score: Raw -5162033.247750 + Penalty 5163.929494 = -5156869.318256
  nChanged 53
		SP:Iteration 15Q (4538.360000 sec): 3 clusters
  Score: Raw -5162097.311507 + Penalty 5163.929494 = -5156933.382013
  nChanged 29
		SP:Iteration 16Q (4538.460000 sec): 3 clusters
  Score: Raw -5162135.497432 + Penalty 5163.929494 = -5156971.567938
  nChanged 19
		SP:Iteration 17Q (4538.550000 sec): 3 clusters
  Score: Raw -5162161.926391 + Penalty 5163.929494 = -5156997.996897
  nChanged 10
		SP:Iteration 18Q (4538.640000 sec): 3 clusters
  Score: Raw -5162174.527447 + Penalty 5163.929494 = -5157010.597953
  nChanged 5
		SP:Iteration 19Q (4538.730000 sec): 3 clusters
  Score: Raw -5162182.265357 + Penalty 5163.929494 = -5157018.335863
  nChanged 5
		SP:Iteration 20F (4538.850000 sec): 3 clusters
  Score: Raw -5162187.696102 + Penalty 5163.929494 = -5157023.766608
  nChanged 5
		SP:Iteration 21Q (4538.940000 sec): 3 clusters
  Score: Raw -5162195.349881 + Penalty 5163.929494 = -5157031.420388
  nChanged 2
		SP:Iteration 22Q (4539.020000 sec): 3 clusters
  Score: Raw -5162197.653717 + Penalty 5163.929494 = -5157033.724224
  nChanged 3
		SP:Iteration 23Q (4539.110000 sec): 3 clusters
  Score: Raw -5162202.626156 + Penalty 5163.929494 = -5157038.696662
  nChanged 3
		SP:Iteration 24Q (4539.200000 sec): 3 clusters
  Score: Raw -5162205.560575 + Penalty 5163.929494 = -5157041.631081
  nChanged 1
		SP:Iteration 25Q (4539.290000 sec): 3 clusters
  Score: Raw -5162207.803771 + Penalty 5163.929494 = -5157043.874278
  nChanged 2
		SP:Iteration 26Q (4539.380000 sec): 3 clusters
  Score: Raw -5162210.578373 + Penalty 5163.929494 = -5157046.648879
  nChanged 1
		SP:Iteration 27Q (4539.460000 sec): 3 clusters
  Score: Raw -5162212.161939 + Penalty 5163.929494 = -5157048.232445
  nChanged 0
		SP:Iteration 28F (4539.590000 sec): 3 clusters
  Score: Raw -5162212.161939 + Penalty 5163.929494 = -5157048.232445
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (100259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4539.940000 sec): 2 clusters
  Score: Raw -14811656.064290 + Penalty 2855.847005 = -14808800.217285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4540.320000 sec): 3 clusters
  Score: Raw -14747482.200890 + Penalty 5711.694010 = -14741770.506880
  nChanged 47552
		SP:Iteration 1F (4540.710000 sec): 3 clusters
  Score: Raw -14774339.130877 + Penalty 5711.694010 = -14768627.436868
  nChanged 3239
		SP:Iteration 2Q (4541.100000 sec): 3 clusters
  Score: Raw -14775146.129624 + Penalty 5711.694010 = -14769434.435614
  nChanged 3554
		SP:Iteration 3Q (4541.500000 sec): 3 clusters
  Score: Raw -14776182.503581 + Penalty 5711.694010 = -14770470.809571
  nChanged 4178
		SP:Iteration 4Q (4541.880000 sec): 3 clusters
  Score: Raw -14777711.574374 + Penalty 5711.694010 = -14771999.880364
  nChanged 5195
		SP:Iteration 5F (4542.270000 sec): 3 clusters
  Score: Raw -14780148.847537 + Penalty 5711.694010 = -14774437.153527
  nChanged 6390
		SP:Iteration 6F (4542.650000 sec): 3 clusters
  Score: Raw -14783866.057234 + Penalty 5711.694010 = -14778154.363225
  nChanged 7268
		SP:Iteration 7F (4543.040000 sec): 3 clusters
  Score: Raw -14788894.496582 + Penalty 5711.694010 = -14783182.802572
  nChanged 7426
		SP:Iteration 8F (4543.420000 sec): 3 clusters
  Score: Raw -14794679.676243 + Penalty 5711.694010 = -14788967.982233
  nChanged 6895
		SP:Iteration 9F (4543.800000 sec): 3 clusters
  Score: Raw -14800500.098477 + Penalty 5711.694010 = -14794788.404467
  nChanged 5444
		SP:Iteration 10F (4544.180000 sec): 3 clusters
  Score: Raw -14805212.440099 + Penalty 5711.694010 = -14799500.746089
  nChanged 3730
		SP:Iteration 11Q (4544.560000 sec): 3 clusters
  Score: Raw -14808388.399371 + Penalty 5711.694010 = -14802676.705361
  nChanged 2144
		SP:Iteration 12Q (4544.920000 sec): 3 clusters
  Score: Raw -14810058.130677 + Penalty 5711.694010 = -14804346.436667
  nChanged 1138
		SP:Iteration 13Q (4545.260000 sec): 3 clusters
  Score: Raw -14810903.005625 + Penalty 5711.694010 = -14805191.311615
  nChanged 636
		SP:Iteration 14Q (4545.570000 sec): 3 clusters
  Score: Raw -14811346.534827 + Penalty 5711.694010 = -14805634.840817
  nChanged 346
		SP:Iteration 15Q (4545.870000 sec): 3 clusters
  Score: Raw -14811587.443439 + Penalty 5711.694010 = -14805875.749429
  nChanged 216
		SP:Iteration 16Q (4546.160000 sec): 3 clusters
  Score: Raw -14811744.605937 + Penalty 5711.694010 = -14806032.911928
  nChanged 127
		SP:Iteration 17Q (4546.460000 sec): 3 clusters
  Score: Raw -14811834.864998 + Penalty 5711.694010 = -14806123.170988
  nChanged 73
		SP:Iteration 18Q (4546.750000 sec): 3 clusters
  Score: Raw -14811886.872510 + Penalty 5711.694010 = -14806175.178500
  nChanged 53
		SP:Iteration 19Q (4547.030000 sec): 3 clusters
  Score: Raw -14811919.190476 + Penalty 5711.694010 = -14806207.496467
  nChanged 30
		SP:Iteration 20F (4547.400000 sec): 3 clusters
  Score: Raw -14811940.259519 + Penalty 5711.694010 = -14806228.565510
  nChanged 25
		SP:Iteration 21Q (4547.680000 sec): 3 clusters
  Score: Raw -14811959.232111 + Penalty 5711.694010 = -14806247.538101
  nChanged 23
		SP:Iteration 22Q (4547.960000 sec): 3 clusters
  Score: Raw -14811979.789942 + Penalty 5711.694010 = -14806268.095932
  nChanged 23
		SP:Iteration 23Q (4548.240000 sec): 3 clusters
  Score: Raw -14811996.057167 + Penalty 5711.694010 = -14806284.363157
  nChanged 11
		SP:Iteration 24Q (4548.510000 sec): 3 clusters
  Score: Raw -14812002.473570 + Penalty 5711.694010 = -14806290.779560
  nChanged 11
		SP:Iteration 25Q (4548.790000 sec): 3 clusters
  Score: Raw -14812010.804035 + Penalty 5711.694010 = -14806299.110025
  nChanged 14
		SP:Iteration 26Q (4549.070000 sec): 3 clusters
  Score: Raw -14812020.019707 + Penalty 5711.694010 = -14806308.325697
  nChanged 15
		SP:Iteration 27Q (4549.340000 sec): 3 clusters
  Score: Raw -14812028.422531 + Penalty 5711.694010 = -14806316.728521
  nChanged 10
		SP:Iteration 28Q (4549.620000 sec): 3 clusters
  Score: Raw -14812039.020846 + Penalty 5711.694010 = -14806327.326836
  nChanged 11
		SP:Iteration 29Q (4549.890000 sec): 3 clusters
  Score: Raw -14812047.638863 + Penalty 5711.694010 = -14806335.944853
  nChanged 9
		SP:Iteration 30Q (4550.170000 sec): 3 clusters
  Score: Raw -14812053.688094 + Penalty 5711.694010 = -14806341.994084
  nChanged 7
		SP:Iteration 31Q (4550.440000 sec): 3 clusters
  Score: Raw -14812057.643350 + Penalty 5711.694010 = -14806345.949340
  nChanged 6
		SP:Iteration 32Q (4550.710000 sec): 3 clusters
  Score: Raw -14812062.201498 + Penalty 5711.694010 = -14806350.507488
  nChanged 5
		SP:Iteration 33Q (4550.990000 sec): 3 clusters
  Score: Raw -14812066.132372 + Penalty 5711.694010 = -14806354.438362
  nChanged 5
		SP:Iteration 34Q (4551.260000 sec): 3 clusters
  Score: Raw -14812069.651109 + Penalty 5711.694010 = -14806357.957099
  nChanged 5
		SP:Iteration 35Q (4551.540000 sec): 3 clusters
  Score: Raw -14812073.283628 + Penalty 5711.694010 = -14806361.589618
  nChanged 5
		SP:Iteration 36Q (4551.810000 sec): 3 clusters
  Score: Raw -14812076.409819 + Penalty 5711.694010 = -14806364.715810
  nChanged 2
		SP:Iteration 37Q (4552.090000 sec): 3 clusters
  Score: Raw -14812078.392280 + Penalty 5711.694010 = -14806366.698270
  nChanged 1
		SP:Iteration 38Q (4552.360000 sec): 3 clusters
  Score: Raw -14812078.888765 + Penalty 5711.694010 = -14806367.194755
  nChanged 0
		SP:Iteration 39F (4552.730000 sec): 3 clusters
  Score: Raw -14812078.888765 + Penalty 5711.694010 = -14806367.194755
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (1401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4552.790000 sec): 2 clusters
  Score: Raw -126499.607420 + Penalty 1796.745503 = -124702.861916
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4552.790000 sec): 3 clusters
  Score: Raw -126872.908364 + Penalty 3593.491007 = -123279.417357
  nChanged 568
		SP:Iteration 1F (4552.800000 sec): 3 clusters
  Score: Raw -131599.223130 + Penalty 3593.491007 = -128005.732123
  nChanged 153
		SP:Iteration 2F (4552.800000 sec): 3 clusters
  Score: Raw -133795.433623 + Penalty 3593.491007 = -130201.942616
  nChanged 87
		SP:Iteration 3F (4552.810000 sec): 3 clusters
  Score: Raw -135489.020205 + Penalty 3593.491007 = -131895.529198
  nChanged 61
		SP:Iteration 4Q (4552.810000 sec): 3 clusters
  Score: Raw -136787.454271 + Penalty 3593.491007 = -133193.963264
  nChanged 22
		SP:Iteration 5Q (4552.810000 sec): 3 clusters
  Score: Raw -137471.783834 + Penalty 3593.491007 = -133878.292827
  nChanged 11
		SP:Iteration 6Q (4552.820000 sec): 3 clusters
  Score: Raw -137510.040437 + Penalty 3593.491007 = -133916.549430
  nChanged 4
		SP:Iteration 7Q (4552.820000 sec): 3 clusters
  Score: Raw -137519.985760 + Penalty 3593.491007 = -133926.494753
  nChanged 3
		SP:Iteration 8Q (4552.830000 sec): 3 clusters
  Score: Raw -137526.089312 + Penalty 3593.491007 = -133932.598305
  nChanged 2
		SP:Iteration 9Q (4552.830000 sec): 3 clusters
  Score: Raw -137532.784621 + Penalty 3593.491007 = -133939.293614
  nChanged 2
		SP:Iteration 10Q (4552.830000 sec): 3 clusters
  Score: Raw -137572.502731 + Penalty 3593.491007 = -133979.011724
  nChanged 1
		SP:Iteration 11Q (4552.840000 sec): 3 clusters
  Score: Raw -137575.740496 + Penalty 3593.491007 = -133982.249489
  nChanged 0
		SP:Iteration 12F (4552.840000 sec): 3 clusters
  Score: Raw -137601.815536 + Penalty 3593.491007 = -134008.324529
  nChanged 4
		SP:Iteration 13Q (4552.850000 sec): 3 clusters
  Score: Raw -137793.843006 + Penalty 3593.491007 = -134200.351999
  nChanged 2
		SP:Iteration 14Q (4552.850000 sec): 3 clusters
  Score: Raw -137818.152443 + Penalty 3593.491007 = -134224.661436
  nChanged 1
		SP:Iteration 15Q (4552.850000 sec): 3 clusters
  Score: Raw -137819.362691 + Penalty 3593.491007 = -134225.871684
  nChanged 0
		SP:Iteration 16F (4552.860000 sec): 3 clusters
  Score: Raw -137819.362691 + Penalty 3593.491007 = -134225.871684
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 30.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (54405 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4553.050000 sec): 2 clusters
  Score: Raw -7970574.653514 + Penalty 2704.244412 = -7967870.409101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4553.260000 sec): 3 clusters
  Score: Raw -7936832.667477 + Penalty 5408.488825 = -7931424.178652
  nChanged 25065
		SP:Iteration 1F (4553.470000 sec): 3 clusters
  Score: Raw -7950641.339682 + Penalty 5408.488825 = -7945232.850857
  nChanged 2157
		SP:Iteration 2Q (4553.690000 sec): 3 clusters
  Score: Raw -7951202.370341 + Penalty 5408.488825 = -7945793.881516
  nChanged 1990
		SP:Iteration 3Q (4553.900000 sec): 3 clusters
  Score: Raw -7951731.097092 + Penalty 5408.488825 = -7946322.608267
  nChanged 1825
		SP:Iteration 4Q (4554.110000 sec): 3 clusters
  Score: Raw -7952228.850353 + Penalty 5408.488825 = -7946820.361528
  nChanged 1946
		SP:Iteration 5Q (4554.330000 sec): 3 clusters
  Score: Raw -7952820.735751 + Penalty 5408.488825 = -7947412.246926
  nChanged 2160
		SP:Iteration 6Q (4554.550000 sec): 3 clusters
  Score: Raw -7953627.982733 + Penalty 5408.488825 = -7948219.493908
  nChanged 2538
		SP:Iteration 7Q (4554.760000 sec): 3 clusters
  Score: Raw -7954843.727959 + Penalty 5408.488825 = -7949435.239134
  nChanged 3079
		SP:Iteration 8F (4554.970000 sec): 3 clusters
  Score: Raw -7956706.360942 + Penalty 5408.488825 = -7951297.872117
  nChanged 3584
		SP:Iteration 9F (4555.170000 sec): 3 clusters
  Score: Raw -7959223.603677 + Penalty 5408.488825 = -7953815.114852
  nChanged 3537
		SP:Iteration 10F (4555.380000 sec): 3 clusters
  Score: Raw -7961903.530657 + Penalty 5408.488825 = -7956495.041833
  nChanged 3116
		SP:Iteration 11F (4555.590000 sec): 3 clusters
  Score: Raw -7964253.489430 + Penalty 5408.488825 = -7958845.000606
  nChanged 2379
		SP:Iteration 12Q (4555.800000 sec): 3 clusters
  Score: Raw -7965991.793929 + Penalty 5408.488825 = -7960583.305105
  nChanged 1654
		SP:Iteration 13Q (4556.000000 sec): 3 clusters
  Score: Raw -7967147.659968 + Penalty 5408.488825 = -7961739.171143
  nChanged 1253
		SP:Iteration 14Q (4556.190000 sec): 3 clusters
  Score: Raw -7967965.108178 + Penalty 5408.488825 = -7962556.619353
  nChanged 948
		SP:Iteration 15Q (4556.380000 sec): 3 clusters
  Score: Raw -7968533.701871 + Penalty 5408.488825 = -7963125.213047
  nChanged 749
		SP:Iteration 16Q (4556.550000 sec): 3 clusters
  Score: Raw -7968939.002528 + Penalty 5408.488825 = -7963530.513703
  nChanged 614
		SP:Iteration 17Q (4556.720000 sec): 3 clusters
  Score: Raw -7969259.141189 + Penalty 5408.488825 = -7963850.652364
  nChanged 538
		SP:Iteration 18Q (4556.890000 sec): 3 clusters
  Score: Raw -7969536.699024 + Penalty 5408.488825 = -7964128.210199
  nChanged 426
		SP:Iteration 19Q (4557.050000 sec): 3 clusters
  Score: Raw -7969751.126629 + Penalty 5408.488825 = -7964342.637804
  nChanged 366
		SP:Iteration 20F (4557.260000 sec): 3 clusters
  Score: Raw -7969934.485592 + Penalty 5408.488825 = -7964525.996767
  nChanged 308
		SP:Iteration 21Q (4557.410000 sec): 3 clusters
  Score: Raw -7970107.180469 + Penalty 5408.488825 = -7964698.691644
  nChanged 275
		SP:Iteration 22Q (4557.570000 sec): 3 clusters
  Score: Raw -7970246.054733 + Penalty 5408.488825 = -7964837.565909
  nChanged 193
		SP:Iteration 23Q (4557.720000 sec): 3 clusters
  Score: Raw -7970340.754323 + Penalty 5408.488825 = -7964932.265498
  nChanged 171
		SP:Iteration 24Q (4557.870000 sec): 3 clusters
  Score: Raw -7970423.858066 + Penalty 5408.488825 = -7965015.369241
  nChanged 141
		SP:Iteration 25Q (4558.020000 sec): 3 clusters
  Score: Raw -7970500.002170 + Penalty 5408.488825 = -7965091.513345
  nChanged 131
		SP:Iteration 26Q (4558.170000 sec): 3 clusters
  Score: Raw -7970567.496386 + Penalty 5408.488825 = -7965159.007562
  nChanged 100
		SP:Iteration 27Q (4558.320000 sec): 3 clusters
  Score: Raw -7970619.273547 + Penalty 5408.488825 = -7965210.784722
  nChanged 84
		SP:Iteration 28Q (4558.470000 sec): 3 clusters
  Score: Raw -7970657.782964 + Penalty 5408.488825 = -7965249.294139
  nChanged 55
		SP:Iteration 29Q (4558.620000 sec): 3 clusters
  Score: Raw -7970682.452545 + Penalty 5408.488825 = -7965273.963720
  nChanged 43
		SP:Iteration 30Q (4558.770000 sec): 3 clusters
  Score: Raw -7970706.067367 + Penalty 5408.488825 = -7965297.578542
  nChanged 43
		SP:Iteration 31Q (4558.910000 sec): 3 clusters
  Score: Raw -7970726.622258 + Penalty 5408.488825 = -7965318.133433
  nChanged 33
		SP:Iteration 32Q (4559.060000 sec): 3 clusters
  Score: Raw -7970743.219253 + Penalty 5408.488825 = -7965334.730428
  nChanged 25
		SP:Iteration 33Q (4559.200000 sec): 3 clusters
  Score: Raw -7970756.430484 + Penalty 5408.488825 = -7965347.941659
  nChanged 24
		SP:Iteration 34Q (4559.350000 sec): 3 clusters
  Score: Raw -7970767.691372 + Penalty 5408.488825 = -7965359.202548
  nChanged 22
		SP:Iteration 35Q (4559.500000 sec): 3 clusters
  Score: Raw -7970778.145037 + Penalty 5408.488825 = -7965369.656213
  nChanged 25
		SP:Iteration 36Q (4559.650000 sec): 3 clusters
  Score: Raw -7970790.215609 + Penalty 5408.488825 = -7965381.726784
  nChanged 27
		SP:Iteration 37Q (4559.790000 sec): 3 clusters
  Score: Raw -7970803.821290 + Penalty 5408.488825 = -7965395.332465
  nChanged 25
		SP:Iteration 38Q (4559.940000 sec): 3 clusters
  Score: Raw -7970817.391990 + Penalty 5408.488825 = -7965408.903165
  nChanged 26
		SP:Iteration 39Q (4560.090000 sec): 3 clusters
  Score: Raw -7970833.678068 + Penalty 5408.488825 = -7965425.189243
  nChanged 26
		SP:Iteration 40F (4560.290000 sec): 3 clusters
  Score: Raw -7970847.813071 + Penalty 5408.488825 = -7965439.324247
  nChanged 16
		SP:Iteration 41Q (4560.440000 sec): 3 clusters
  Score: Raw -7970856.910928 + Penalty 5408.488825 = -7965448.422103
  nChanged 12
		SP:Iteration 42Q (4560.580000 sec): 3 clusters
  Score: Raw -7970862.980363 + Penalty 5408.488825 = -7965454.491538
  nChanged 14
		SP:Iteration 43Q (4560.730000 sec): 3 clusters
  Score: Raw -7970869.435516 + Penalty 5408.488825 = -7965460.946691
  nChanged 8
		SP:Iteration 44Q (4560.880000 sec): 3 clusters
  Score: Raw -7970872.487515 + Penalty 5408.488825 = -7965463.998690
  nChanged 8
		SP:Iteration 45Q (4561.030000 sec): 3 clusters
  Score: Raw -7970876.370432 + Penalty 5408.488825 = -7965467.881607
  nChanged 8
		SP:Iteration 46Q (4561.170000 sec): 3 clusters
  Score: Raw -7970880.032546 + Penalty 5408.488825 = -7965471.543721
  nChanged 10
		SP:Iteration 47Q (4561.320000 sec): 3 clusters
  Score: Raw -7970884.626903 + Penalty 5408.488825 = -7965476.138078
  nChanged 8
		SP:Iteration 48Q (4561.470000 sec): 3 clusters
  Score: Raw -7970889.919324 + Penalty 5408.488825 = -7965481.430499
  nChanged 10
		SP:Iteration 49Q (4561.610000 sec): 3 clusters
  Score: Raw -7970895.308059 + Penalty 5408.488825 = -7965486.819234
  nChanged 7
		SP:Iteration 50Q (4561.760000 sec): 3 clusters
  Score: Raw -7970899.655002 + Penalty 5408.488825 = -7965491.166177
  nChanged 9
		SP:Iteration 51Q (4561.900000 sec): 3 clusters
  Score: Raw -7970904.627097 + Penalty 5408.488825 = -7965496.138272
  nChanged 10
		SP:Iteration 52Q (4562.050000 sec): 3 clusters
  Score: Raw -7970909.469982 + Penalty 5408.488825 = -7965500.981158
  nChanged 8
		SP:Iteration 53Q (4562.190000 sec): 3 clusters
  Score: Raw -7970912.661605 + Penalty 5408.488825 = -7965504.172780
  nChanged 5
		SP:Iteration 54Q (4562.340000 sec): 3 clusters
  Score: Raw -7970916.149715 + Penalty 5408.488825 = -7965507.660890
  nChanged 6
		SP:Iteration 55Q (4562.490000 sec): 3 clusters
  Score: Raw -7970919.311924 + Penalty 5408.488825 = -7965510.823099
  nChanged 3
		SP:Iteration 56Q (4562.630000 sec): 3 clusters
  Score: Raw -7970920.542595 + Penalty 5408.488825 = -7965512.053770
  nChanged 3
		SP:Iteration 57Q (4562.780000 sec): 3 clusters
  Score: Raw -7970922.235369 + Penalty 5408.488825 = -7965513.746544
  nChanged 4
		SP:Iteration 58Q (4562.930000 sec): 3 clusters
  Score: Raw -7970923.792728 + Penalty 5408.488825 = -7965515.303903
  nChanged 5
		SP:Iteration 59Q (4563.070000 sec): 3 clusters
  Score: Raw -7970926.557415 + Penalty 5408.488825 = -7965518.068591
  nChanged 4
		SP:Iteration 60F (4563.270000 sec): 3 clusters
  Score: Raw -7970928.382472 + Penalty 5408.488825 = -7965519.893647
  nChanged 2
		SP:Iteration 61Q (4563.420000 sec): 3 clusters
  Score: Raw -7970930.009194 + Penalty 5408.488825 = -7965521.520369
  nChanged 3
		SP:Iteration 62Q (4563.560000 sec): 3 clusters
  Score: Raw -7970931.520248 + Penalty 5408.488825 = -7965523.031423
  nChanged 5
		SP:Iteration 63Q (4563.710000 sec): 3 clusters
  Score: Raw -7970935.437412 + Penalty 5408.488825 = -7965526.948587
  nChanged 8
		SP:Iteration 64Q (4563.850000 sec): 3 clusters
  Score: Raw -7970939.461868 + Penalty 5408.488825 = -7965530.973043
  nChanged 3
		SP:Iteration 65Q (4563.990000 sec): 3 clusters
  Score: Raw -7970940.403074 + Penalty 5408.488825 = -7965531.914249
  nChanged 2
		SP:Iteration 66Q (4564.140000 sec): 3 clusters
  Score: Raw -7970941.135573 + Penalty 5408.488825 = -7965532.646748
  nChanged 2
		SP:Iteration 67Q (4564.280000 sec): 3 clusters
  Score: Raw -7970942.004555 + Penalty 5408.488825 = -7965533.515730
  nChanged 1
		SP:Iteration 68Q (4564.430000 sec): 3 clusters
  Score: Raw -7970942.328941 + Penalty 5408.488825 = -7965533.840116
  nChanged 0
		SP:Iteration 69F (4564.630000 sec): 3 clusters
  Score: Raw -7970942.328941 + Penalty 5408.488825 = -7965533.840116
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4564.650000 sec): 2 clusters
  Score: Raw -59607.770703 + Penalty 1516.741247 = -58091.029455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4564.650000 sec): 3 clusters
  Score: Raw -59917.745090 + Penalty 3033.482494 = -56884.262596
  nChanged 127
		SP:Iteration 1F (4564.660000 sec): 3 clusters
  Score: Raw -60621.829201 + Penalty 3033.482494 = -57588.346707
  nChanged 37
		SP:Iteration 2F (4564.660000 sec): 3 clusters
  Score: Raw -60928.925126 + Penalty 3033.482494 = -57895.442632
  nChanged 14
		SP:Iteration 3Q (4564.660000 sec): 3 clusters
  Score: Raw -61136.821278 + Penalty 3033.482494 = -58103.338783
  nChanged 1
		SP:Iteration 4Q (4564.660000 sec): 3 clusters
  Score: Raw -61146.124135 + Penalty 3033.482494 = -58112.641640
  nChanged 2
		SP:Iteration 5Q (4564.660000 sec): 3 clusters
  Score: Raw -61162.555069 + Penalty 3033.482494 = -58129.072575
  nChanged 1
		SP:Iteration 6Q (4564.670000 sec): 3 clusters
  Score: Raw -61164.189494 + Penalty 3033.482494 = -58130.707000
  nChanged 0
		SP:Iteration 7F (4564.670000 sec): 3 clusters
  Score: Raw -61164.189494 + Penalty 3033.482494 = -58130.707000
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 31.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4564.670000 sec): 2 clusters
  Score: Raw -56979.285957 + Penalty 1490.185670 = -55489.100287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4564.670000 sec): 3 clusters
  Score: Raw -57065.769638 + Penalty 2980.371340 = -54085.398298
  nChanged 72
		SP:Iteration 1F (4564.670000 sec): 3 clusters
  Score: Raw -57335.304741 + Penalty 2980.371340 = -54354.933401
  nChanged 49
		SP:Iteration 2F (4564.680000 sec): 3 clusters
  Score: Raw -57594.818950 + Penalty 2980.371340 = -54614.447610
  nChanged 38
		SP:Iteration 3F (4564.680000 sec): 3 clusters
  Score: Raw -57841.187474 + Penalty 2980.371340 = -54860.816134
  nChanged 20
		SP:Iteration 4Q (4564.680000 sec): 3 clusters
  Score: Raw -57949.883554 + Penalty 2980.371340 = -54969.512214
  nChanged 9
		SP:Iteration 5Q (4564.680000 sec): 3 clusters
  Score: Raw -57992.197737 + Penalty 2980.371340 = -55011.826397
  nChanged 7
		SP:Iteration 6Q (4564.680000 sec): 3 clusters
  Score: Raw -58035.398945 + Penalty 2980.371340 = -55055.027605
  nChanged 4
		SP:Iteration 7Q (4564.680000 sec): 3 clusters
  Score: Raw -58063.268378 + Penalty 2980.371340 = -55082.897038
  nChanged 2
		SP:Iteration 8Q (4564.690000 sec): 3 clusters
  Score: Raw -58074.817551 + Penalty 2980.371340 = -55094.446211
  nChanged 0
		SP:Iteration 9F (4564.690000 sec): 3 clusters
  Score: Raw -58074.817551 + Penalty 2980.371340 = -55094.446211
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (274266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4565.650000 sec): 2 clusters
  Score: Raw -40581780.376121 + Penalty 3105.419722 = -40578674.956399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4566.710000 sec): 3 clusters
  Score: Raw -40400301.150567 + Penalty 6210.839444 = -40394090.311123
  nChanged 132495
		SP:Iteration 1F (4567.750000 sec): 3 clusters
  Score: Raw -40479357.926225 + Penalty 6210.839444 = -40473147.086781
  nChanged 8117
		SP:Iteration 2Q (4568.830000 sec): 3 clusters
  Score: Raw -40481288.297323 + Penalty 6210.839444 = -40475077.457879
  nChanged 9518
		SP:Iteration 3Q (4569.920000 sec): 3 clusters
  Score: Raw -40484177.231566 + Penalty 6210.839444 = -40477966.392122
  nChanged 11820
		SP:Iteration 4Q (4571.010000 sec): 3 clusters
  Score: Raw -40489018.413393 + Penalty 6210.839444 = -40482807.573949
  nChanged 15301
		SP:Iteration 5F (4572.050000 sec): 3 clusters
  Score: Raw -40497472.625488 + Penalty 6210.839444 = -40491261.786044
  nChanged 19443
		SP:Iteration 6F (4573.110000 sec): 3 clusters
  Score: Raw -40511245.008724 + Penalty 6210.839444 = -40505034.169280
  nChanged 22320
		SP:Iteration 7F (4574.170000 sec): 3 clusters
  Score: Raw -40529817.346396 + Penalty 6210.839444 = -40523606.506953
  nChanged 21493
		SP:Iteration 8F (4575.210000 sec): 3 clusters
  Score: Raw -40549480.489863 + Penalty 6210.839444 = -40543269.650419
  nChanged 16719
		SP:Iteration 9F (4576.250000 sec): 3 clusters
  Score: Raw -40565512.002168 + Penalty 6210.839444 = -40559301.162724
  nChanged 10423
		SP:Iteration 10Q (4577.190000 sec): 3 clusters
  Score: Raw -40575533.529032 + Penalty 6210.839444 = -40569322.689588
  nChanged 4721
		SP:Iteration 11Q (4578.050000 sec): 3 clusters
  Score: Raw -40579826.558261 + Penalty 6210.839444 = -40573615.718817
  nChanged 1701
		SP:Iteration 12Q (4578.830000 sec): 3 clusters
  Score: Raw -40581327.810639 + Penalty 6210.839444 = -40575116.971195
  nChanged 521
		SP:Iteration 13Q (4579.590000 sec): 3 clusters
  Score: Raw -40581820.643344 + Penalty 6210.839444 = -40575609.803900
  nChanged 182
		SP:Iteration 14Q (4580.330000 sec): 3 clusters
  Score: Raw -40582006.938986 + Penalty 6210.839444 = -40575796.099543
  nChanged 85
		SP:Iteration 15Q (4581.060000 sec): 3 clusters
  Score: Raw -40582088.583294 + Penalty 6210.839444 = -40575877.743850
  nChanged 37
		SP:Iteration 16Q (4581.810000 sec): 3 clusters
  Score: Raw -40582120.513961 + Penalty 6210.839444 = -40575909.674517
  nChanged 18
		SP:Iteration 17Q (4582.540000 sec): 3 clusters
  Score: Raw -40582137.965105 + Penalty 6210.839444 = -40575927.125661
  nChanged 18
		SP:Iteration 18Q (4583.260000 sec): 3 clusters
  Score: Raw -40582155.461755 + Penalty 6210.839444 = -40575944.622311
  nChanged 11
		SP:Iteration 19Q (4583.990000 sec): 3 clusters
  Score: Raw -40582165.094043 + Penalty 6210.839444 = -40575954.254599
  nChanged 5
		SP:Iteration 20F (4585.010000 sec): 3 clusters
  Score: Raw -40582168.187913 + Penalty 6210.839444 = -40575957.348469
  nChanged 2
		SP:Iteration 21Q (4585.740000 sec): 3 clusters
  Score: Raw -40582170.227296 + Penalty 6210.839444 = -40575959.387852
  nChanged 2
		SP:Iteration 22Q (4586.460000 sec): 3 clusters
  Score: Raw -40582171.873521 + Penalty 6210.839444 = -40575961.034078
  nChanged 3
		SP:Iteration 23Q (4587.200000 sec): 3 clusters
  Score: Raw -40582173.675879 + Penalty 6210.839444 = -40575962.836435
  nChanged 0
		SP:Iteration 24F (4588.220000 sec): 3 clusters
  Score: Raw -40582173.675879 + Penalty 6210.839444 = -40575962.836435
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (32267 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4588.420000 sec): 2 clusters
  Score: Raw -4935727.766312 + Penalty 2574.686478 = -4933153.079834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4588.550000 sec): 3 clusters
  Score: Raw -4916135.504801 + Penalty 5149.372956 = -4910986.131844
  nChanged 14674
		SP:Iteration 1F (4588.670000 sec): 3 clusters
  Score: Raw -4924128.351497 + Penalty 5149.372956 = -4918978.978541
  nChanged 1425
		SP:Iteration 2Q (4588.790000 sec): 3 clusters
  Score: Raw -4924573.484363 + Penalty 5149.372956 = -4919424.111406
  nChanged 1309
		SP:Iteration 3Q (4588.920000 sec): 3 clusters
  Score: Raw -4925005.644021 + Penalty 5149.372956 = -4919856.271065
  nChanged 1355
		SP:Iteration 4Q (4589.040000 sec): 3 clusters
  Score: Raw -4925505.613222 + Penalty 5149.372956 = -4920356.240266
  nChanged 1470
		SP:Iteration 5Q (4589.160000 sec): 3 clusters
  Score: Raw -4926113.734691 + Penalty 5149.372956 = -4920964.361735
  nChanged 1617
		SP:Iteration 6F (4589.280000 sec): 3 clusters
  Score: Raw -4926930.975955 + Penalty 5149.372956 = -4921781.602999
  nChanged 1860
		SP:Iteration 7F (4589.410000 sec): 3 clusters
  Score: Raw -4928066.365312 + Penalty 5149.372956 = -4922916.992355
  nChanged 1976
		SP:Iteration 8F (4589.530000 sec): 3 clusters
  Score: Raw -4929473.270972 + Penalty 5149.372956 = -4924323.898016
  nChanged 1976
		SP:Iteration 9F (4589.650000 sec): 3 clusters
  Score: Raw -4931049.209910 + Penalty 5149.372956 = -4925899.836953
  nChanged 1760
		SP:Iteration 10F (4589.770000 sec): 3 clusters
  Score: Raw -4932510.991221 + Penalty 5149.372956 = -4927361.618264
  nChanged 1396
		SP:Iteration 11Q (4589.890000 sec): 3 clusters
  Score: Raw -4933603.832036 + Penalty 5149.372956 = -4928454.459079
  nChanged 1050
		SP:Iteration 12Q (4590.010000 sec): 3 clusters
  Score: Raw -4934239.123019 + Penalty 5149.372956 = -4929089.750063
  nChanged 663
		SP:Iteration 13Q (4590.120000 sec): 3 clusters
  Score: Raw -4934538.171895 + Penalty 5149.372956 = -4929388.798939
  nChanged 437
		SP:Iteration 14Q (4590.230000 sec): 3 clusters
  Score: Raw -4934711.030765 + Penalty 5149.372956 = -4929561.657808
  nChanged 354
		SP:Iteration 15Q (4590.340000 sec): 3 clusters
  Score: Raw -4934842.729435 + Penalty 5149.372956 = -4929693.356479
  nChanged 324
		SP:Iteration 16Q (4590.440000 sec): 3 clusters
  Score: Raw -4934951.638893 + Penalty 5149.372956 = -4929802.265937
  nChanged 296
		SP:Iteration 17Q (4590.550000 sec): 3 clusters
  Score: Raw -4935051.594504 + Penalty 5149.372956 = -4929902.221548
  nChanged 284
		SP:Iteration 18Q (4590.650000 sec): 3 clusters
  Score: Raw -4935144.818948 + Penalty 5149.372956 = -4929995.445991
  nChanged 239
		SP:Iteration 19Q (4590.750000 sec): 3 clusters
  Score: Raw -4935222.114161 + Penalty 5149.372956 = -4930072.741204
  nChanged 218
		SP:Iteration 20F (4590.870000 sec): 3 clusters
  Score: Raw -4935286.318468 + Penalty 5149.372956 = -4930136.945511
  nChanged 184
		SP:Iteration 21Q (4590.980000 sec): 3 clusters
  Score: Raw -4935336.694493 + Penalty 5149.372956 = -4930187.321536
  nChanged 178
		SP:Iteration 22Q (4591.080000 sec): 3 clusters
  Score: Raw -4935383.227627 + Penalty 5149.372956 = -4930233.854670
  nChanged 143
		SP:Iteration 23Q (4591.180000 sec): 3 clusters
  Score: Raw -4935416.543420 + Penalty 5149.372956 = -4930267.170464
  nChanged 136
		SP:Iteration 24Q (4591.280000 sec): 3 clusters
  Score: Raw -4935448.952071 + Penalty 5149.372956 = -4930299.579114
  nChanged 112
		SP:Iteration 25Q (4591.380000 sec): 3 clusters
  Score: Raw -4935475.938178 + Penalty 5149.372956 = -4930326.565222
  nChanged 95
		SP:Iteration 26Q (4591.480000 sec): 3 clusters
  Score: Raw -4935495.629213 + Penalty 5149.372956 = -4930346.256257
  nChanged 78
		SP:Iteration 27Q (4591.580000 sec): 3 clusters
  Score: Raw -4935511.748064 + Penalty 5149.372956 = -4930362.375108
  nChanged 81
		SP:Iteration 28Q (4591.680000 sec): 3 clusters
  Score: Raw -4935529.380409 + Penalty 5149.372956 = -4930380.007453
  nChanged 78
		SP:Iteration 29Q (4591.780000 sec): 3 clusters
  Score: Raw -4935545.512433 + Penalty 5149.372956 = -4930396.139477
  nChanged 72
		SP:Iteration 30Q (4591.880000 sec): 3 clusters
  Score: Raw -4935561.982671 + Penalty 5149.372956 = -4930412.609714
  nChanged 70
		SP:Iteration 31Q (4591.980000 sec): 3 clusters
  Score: Raw -4935578.296840 + Penalty 5149.372956 = -4930428.923883
  nChanged 67
		SP:Iteration 32Q (4592.070000 sec): 3 clusters
  Score: Raw -4935593.101764 + Penalty 5149.372956 = -4930443.728808
  nChanged 62
		SP:Iteration 33Q (4592.170000 sec): 3 clusters
  Score: Raw -4935608.496570 + Penalty 5149.372956 = -4930459.123614
  nChanged 55
		SP:Iteration 34Q (4592.270000 sec): 3 clusters
  Score: Raw -4935619.648978 + Penalty 5149.372956 = -4930470.276021
  nChanged 49
		SP:Iteration 35Q (4592.360000 sec): 3 clusters
  Score: Raw -4935629.356092 + Penalty 5149.372956 = -4930479.983136
  nChanged 45
		SP:Iteration 36Q (4592.460000 sec): 3 clusters
  Score: Raw -4935638.957174 + Penalty 5149.372956 = -4930489.584218
  nChanged 54
		SP:Iteration 37Q (4592.560000 sec): 3 clusters
  Score: Raw -4935651.875779 + Penalty 5149.372956 = -4930502.502823
  nChanged 57
		SP:Iteration 38Q (4592.660000 sec): 3 clusters
  Score: Raw -4935665.752121 + Penalty 5149.372956 = -4930516.379165
  nChanged 47
		SP:Iteration 39Q (4592.750000 sec): 3 clusters
  Score: Raw -4935675.056040 + Penalty 5149.372956 = -4930525.683083
  nChanged 44
		SP:Iteration 40F (4592.870000 sec): 3 clusters
  Score: Raw -4935684.330919 + Penalty 5149.372956 = -4930534.957963
  nChanged 32
		SP:Iteration 41Q (4592.960000 sec): 3 clusters
  Score: Raw -4935690.372345 + Penalty 5149.372956 = -4930540.999389
  nChanged 28
		SP:Iteration 42Q (4593.060000 sec): 3 clusters
  Score: Raw -4935695.075073 + Penalty 5149.372956 = -4930545.702117
  nChanged 34
		SP:Iteration 43Q (4593.160000 sec): 3 clusters
  Score: Raw -4935700.803839 + Penalty 5149.372956 = -4930551.430883
  nChanged 27
		SP:Iteration 44Q (4593.250000 sec): 3 clusters
  Score: Raw -4935706.021377 + Penalty 5149.372956 = -4930556.648420
  nChanged 27
		SP:Iteration 45Q (4593.350000 sec): 3 clusters
  Score: Raw -4935711.383235 + Penalty 5149.372956 = -4930562.010278
  nChanged 30
		SP:Iteration 46Q (4593.440000 sec): 3 clusters
  Score: Raw -4935718.194339 + Penalty 5149.372956 = -4930568.821383
  nChanged 40
		SP:Iteration 47Q (4593.530000 sec): 3 clusters
  Score: Raw -4935726.241962 + Penalty 5149.372956 = -4930576.869005
  nChanged 33
		SP:Iteration 48Q (4593.620000 sec): 3 clusters
  Score: Raw -4935732.151959 + Penalty 5149.372956 = -4930582.779003
  nChanged 27
		SP:Iteration 49Q (4593.720000 sec): 3 clusters
  Score: Raw -4935737.258867 + Penalty 5149.372956 = -4930587.885911
  nChanged 34
		SP:Iteration 50Q (4593.810000 sec): 3 clusters
  Score: Raw -4935743.729784 + Penalty 5149.372956 = -4930594.356827
  nChanged 31
		SP:Iteration 51Q (4593.900000 sec): 3 clusters
  Score: Raw -4935749.780714 + Penalty 5149.372956 = -4930600.407757
  nChanged 31
		SP:Iteration 52Q (4594.000000 sec): 3 clusters
  Score: Raw -4935755.685073 + Penalty 5149.372956 = -4930606.312117
  nChanged 27
		SP:Iteration 53Q (4594.090000 sec): 3 clusters
  Score: Raw -4935761.938365 + Penalty 5149.372956 = -4930612.565409
  nChanged 34
		SP:Iteration 54Q (4594.180000 sec): 3 clusters
  Score: Raw -4935770.869202 + Penalty 5149.372956 = -4930621.496245
  nChanged 37
		SP:Iteration 55Q (4594.270000 sec): 3 clusters
  Score: Raw -4935780.901533 + Penalty 5149.372956 = -4930631.528577
  nChanged 48
		SP:Iteration 56Q (4594.360000 sec): 3 clusters
  Score: Raw -4935793.205547 + Penalty 5149.372956 = -4930643.832591
  nChanged 41
		SP:Iteration 57Q (4594.450000 sec): 3 clusters
  Score: Raw -4935805.489546 + Penalty 5149.372956 = -4930656.116589
  nChanged 37
		SP:Iteration 58Q (4594.540000 sec): 3 clusters
  Score: Raw -4935815.270996 + Penalty 5149.372956 = -4930665.898039
  nChanged 33
		SP:Iteration 59Q (4594.640000 sec): 3 clusters
  Score: Raw -4935824.375132 + Penalty 5149.372956 = -4930675.002176
  nChanged 35
		SP:Iteration 60F (4594.760000 sec): 3 clusters
  Score: Raw -4935832.907042 + Penalty 5149.372956 = -4930683.534086
  nChanged 26
		SP:Iteration 61Q (4594.850000 sec): 3 clusters
  Score: Raw -4935839.790059 + Penalty 5149.372956 = -4930690.417102
  nChanged 23
		SP:Iteration 62Q (4594.940000 sec): 3 clusters
  Score: Raw -4935846.589250 + Penalty 5149.372956 = -4930697.216294
  nChanged 25
		SP:Iteration 63Q (4595.040000 sec): 3 clusters
  Score: Raw -4935853.048770 + Penalty 5149.372956 = -4930703.675814
  nChanged 26
		SP:Iteration 64Q (4595.130000 sec): 3 clusters
  Score: Raw -4935860.129304 + Penalty 5149.372956 = -4930710.756348
  nChanged 31
		SP:Iteration 65Q (4595.220000 sec): 3 clusters
  Score: Raw -4935871.155059 + Penalty 5149.372956 = -4930721.782103
  nChanged 32
		SP:Iteration 66Q (4595.310000 sec): 3 clusters
  Score: Raw -4935880.028153 + Penalty 5149.372956 = -4930730.655197
  nChanged 26
		SP:Iteration 67Q (4595.400000 sec): 3 clusters
  Score: Raw -4935885.932334 + Penalty 5149.372956 = -4930736.559378
  nChanged 26
		SP:Iteration 68Q (4595.500000 sec): 3 clusters
  Score: Raw -4935892.614107 + Penalty 5149.372956 = -4930743.241151
  nChanged 25
		SP:Iteration 69Q (4595.590000 sec): 3 clusters
  Score: Raw -4935899.643408 + Penalty 5149.372956 = -4930750.270451
  nChanged 22
		SP:Iteration 70Q (4595.680000 sec): 3 clusters
  Score: Raw -4935906.278396 + Penalty 5149.372956 = -4930756.905440
  nChanged 21
		SP:Iteration 71Q (4595.770000 sec): 3 clusters
  Score: Raw -4935912.363207 + Penalty 5149.372956 = -4930762.990250
  nChanged 24
		SP:Iteration 72Q (4595.860000 sec): 3 clusters
  Score: Raw -4935919.898579 + Penalty 5149.372956 = -4930770.525622
  nChanged 26
		SP:Iteration 73Q (4595.960000 sec): 3 clusters
  Score: Raw -4935927.185995 + Penalty 5149.372956 = -4930777.813038
  nChanged 28
		SP:Iteration 74Q (4596.040000 sec): 3 clusters
  Score: Raw -4935936.650415 + Penalty 5149.372956 = -4930787.277459
  nChanged 22
		SP:Iteration 75Q (4596.140000 sec): 3 clusters
  Score: Raw -4935942.505436 + Penalty 5149.372956 = -4930793.132479
  nChanged 23
		SP:Iteration 76Q (4596.230000 sec): 3 clusters
  Score: Raw -4935948.356193 + Penalty 5149.372956 = -4930798.983236
  nChanged 15
		SP:Iteration 77Q (4596.320000 sec): 3 clusters
  Score: Raw -4935953.700177 + Penalty 5149.372956 = -4930804.327221
  nChanged 21
		SP:Iteration 78Q (4596.410000 sec): 3 clusters
  Score: Raw -4935960.494264 + Penalty 5149.372956 = -4930811.121308
  nChanged 26
		SP:Iteration 79Q (4596.500000 sec): 3 clusters
  Score: Raw -4935967.874164 + Penalty 5149.372956 = -4930818.501208
  nChanged 18
		SP:Iteration 80F (4596.620000 sec): 3 clusters
  Score: Raw -4935974.559397 + Penalty 5149.372956 = -4930825.186440
  nChanged 22
		SP:Iteration 81Q (4596.710000 sec): 3 clusters
  Score: Raw -4935980.375705 + Penalty 5149.372956 = -4930831.002749
  nChanged 18
		SP:Iteration 82Q (4596.800000 sec): 3 clusters
  Score: Raw -4935986.087948 + Penalty 5149.372956 = -4930836.714992
  nChanged 18
		SP:Iteration 83Q (4596.890000 sec): 3 clusters
  Score: Raw -4935990.892709 + Penalty 5149.372956 = -4930841.519753
  nChanged 12
		SP:Iteration 84Q (4596.980000 sec): 3 clusters
  Score: Raw -4935995.104140 + Penalty 5149.372956 = -4930845.731184
  nChanged 15
		SP:Iteration 85Q (4597.070000 sec): 3 clusters
  Score: Raw -4935999.598355 + Penalty 5149.372956 = -4930850.225398
  nChanged 14
		SP:Iteration 86Q (4597.160000 sec): 3 clusters
  Score: Raw -4936003.749006 + Penalty 5149.372956 = -4930854.376050
  nChanged 17
		SP:Iteration 87Q (4597.250000 sec): 3 clusters
  Score: Raw -4936009.530709 + Penalty 5149.372956 = -4930860.157753
  nChanged 22
		SP:Iteration 88Q (4597.340000 sec): 3 clusters
  Score: Raw -4936016.609218 + Penalty 5149.372956 = -4930867.236262
  nChanged 20
		SP:Iteration 89Q (4597.430000 sec): 3 clusters
  Score: Raw -4936022.000895 + Penalty 5149.372956 = -4930872.627939
  nChanged 17
		SP:Iteration 90Q (4597.520000 sec): 3 clusters
  Score: Raw -4936025.976463 + Penalty 5149.372956 = -4930876.603506
  nChanged 14
		SP:Iteration 91Q (4597.610000 sec): 3 clusters
  Score: Raw -4936029.692175 + Penalty 5149.372956 = -4930880.319219
  nChanged 12
		SP:Iteration 92Q (4597.700000 sec): 3 clusters
  Score: Raw -4936033.334631 + Penalty 5149.372956 = -4930883.961674
  nChanged 9
		SP:Iteration 93Q (4597.790000 sec): 3 clusters
  Score: Raw -4936035.843798 + Penalty 5149.372956 = -4930886.470841
  nChanged 8
		SP:Iteration 94Q (4597.880000 sec): 3 clusters
  Score: Raw -4936037.549621 + Penalty 5149.372956 = -4930888.176665
  nChanged 6
		SP:Iteration 95Q (4597.970000 sec): 3 clusters
  Score: Raw -4936039.233182 + Penalty 5149.372956 = -4930889.860226
  nChanged 8
		SP:Iteration 96Q (4598.060000 sec): 3 clusters
  Score: Raw -4936041.472825 + Penalty 5149.372956 = -4930892.099869
  nChanged 9
		SP:Iteration 97Q (4598.150000 sec): 3 clusters
  Score: Raw -4936044.476515 + Penalty 5149.372956 = -4930895.103559
  nChanged 8
		SP:Iteration 98Q (4598.240000 sec): 3 clusters
  Score: Raw -4936047.718396 + Penalty 5149.372956 = -4930898.345440
  nChanged 7
		SP:Iteration 99Q (4598.330000 sec): 3 clusters
  Score: Raw -4936050.078788 + Penalty 5149.372956 = -4930900.705831
  nChanged 9
		SP:Iteration 100F (4598.450000 sec): 3 clusters
  Score: Raw -4936052.168162 + Penalty 5149.372956 = -4930902.795206
  nChanged 5
		SP:Iteration 101Q (4598.540000 sec): 3 clusters
  Score: Raw -4936053.206728 + Penalty 5149.372956 = -4930903.833772
  nChanged 2
		SP:Iteration 102Q (4598.620000 sec): 3 clusters
  Score: Raw -4936054.013470 + Penalty 5149.372956 = -4930904.640514
  nChanged 0
		SP:Iteration 103F (4598.740000 sec): 3 clusters
  Score: Raw -4936054.013470 + Penalty 5149.372956 = -4930904.640514
  nChanged 0
Deleting Class 31 (158 points): Lose 1849.396383 but Gain 3374.686117
Iteration 59Q (4606.830000 sec): 31 clusters
  Score: Raw -117596618.312080 + Penalty 101240.583519 = -117495377.728561
  nChanged 2250
Deleting Class 29 (311 points): Lose 3353.489515 but Gain 3374.686117
Iteration 60F (4638.820000 sec): 30 clusters
  Score: Raw -117596041.157344 + Penalty 97865.897402 = -117498175.259942
  nChanged 2214
Iteration 61Q (4646.810000 sec): 30 clusters
  Score: Raw -117598852.871028 + Penalty 97865.897402 = -117500986.973626
  nChanged 1706
Iteration 62Q (4654.810000 sec): 30 clusters
  Score: Raw -117599311.925384 + Penalty 97865.897402 = -117501446.027983
  nChanged 1481
Iteration 63Q (4662.760000 sec): 30 clusters
  Score: Raw -117599549.725556 + Penalty 97865.897402 = -117501683.828154
  nChanged 1229
Iteration 64Q (4670.710000 sec): 30 clusters
  Score: Raw -117599682.507726 + Penalty 97865.897402 = -117501816.610324
  nChanged 1101
Iteration 65Q (4678.640000 sec): 30 clusters
  Score: Raw -117599784.330017 + Penalty 97865.897402 = -117501918.432615
  nChanged 972
Iteration 66Q (4686.580000 sec): 30 clusters
  Score: Raw -117599864.346463 + Penalty 97865.897402 = -117501998.449061
  nChanged 838
Iteration 67Q (4694.510000 sec): 30 clusters
  Score: Raw -117599916.988733 + Penalty 97865.897402 = -117502051.091332
  nChanged 752
Iteration 68Q (4702.430000 sec): 30 clusters
  Score: Raw -117599996.544800 + Penalty 97865.897402 = -117502130.647398
  nChanged 705
Iteration 69Q (4710.380000 sec): 30 clusters
  Score: Raw -117600043.898112 + Penalty 97865.897402 = -117502178.000711
  nChanged 686
Iteration 70Q (4718.280000 sec): 30 clusters
  Score: Raw -117600107.375234 + Penalty 97865.897402 = -117502241.477833
  nChanged 663
Iteration 71Q (4726.200000 sec): 30 clusters
  Score: Raw -117600215.618237 + Penalty 97865.897402 = -117502349.720836
  nChanged 598
Iteration 72Q (4734.100000 sec): 30 clusters
  Score: Raw -117600294.180010 + Penalty 97865.897402 = -117502428.282608
  nChanged 567
Iteration 73Q (4742.000000 sec): 30 clusters
  Score: Raw -117600345.122982 + Penalty 97865.897402 = -117502479.225580
  nChanged 524
Iteration 74Q (4749.890000 sec): 30 clusters
  Score: Raw -117600385.924317 + Penalty 97865.897402 = -117502520.026915
  nChanged 479
Iteration 75Q (4757.770000 sec): 30 clusters
  Score: Raw -117600411.798880 + Penalty 97865.897402 = -117502545.901478
  nChanged 448
Iteration 76Q (4765.670000 sec): 30 clusters
  Score: Raw -117600430.609516 + Penalty 97865.897402 = -117502564.712114
  nChanged 390
Iteration 77Q (4773.560000 sec): 30 clusters
  Score: Raw -117600446.283011 + Penalty 97865.897402 = -117502580.385609
  nChanged 351
Iteration 78Q (4781.450000 sec): 30 clusters
  Score: Raw -117600460.532973 + Penalty 97865.897402 = -117502594.635572
  nChanged 343
Iteration 79Q (4789.340000 sec): 30 clusters
  Score: Raw -117600472.261813 + Penalty 97865.897402 = -117502606.364411
  nChanged 334
Iteration 80F (4820.390000 sec): 30 clusters
  Score: Raw -117600592.053810 + Penalty 97865.897402 = -117502726.156408
  nChanged 319
Iteration 81Q (4828.330000 sec): 30 clusters
  Score: Raw -117600738.497922 + Penalty 97865.897402 = -117502872.600521
  nChanged 286
Iteration 82Q (4836.250000 sec): 30 clusters
  Score: Raw -117600825.963951 + Penalty 97865.897402 = -117502960.066549
  nChanged 290
Iteration 83Q (4844.190000 sec): 30 clusters
  Score: Raw -117600860.914698 + Penalty 97865.897402 = -117502995.017297
  nChanged 286
Iteration 84Q (4852.110000 sec): 30 clusters
  Score: Raw -117600885.634725 + Penalty 97865.897402 = -117503019.737324
  nChanged 257
Iteration 85Q (4860.030000 sec): 30 clusters
  Score: Raw -117600895.221330 + Penalty 97865.897402 = -117503029.323928
  nChanged 227
Iteration 86Q (4867.980000 sec): 30 clusters
  Score: Raw -117600903.061254 + Penalty 97865.897402 = -117503037.163853
  nChanged 210
Iteration 87Q (4875.920000 sec): 30 clusters
  Score: Raw -117600910.587576 + Penalty 97865.897402 = -117503044.690175
  nChanged 181
Iteration 88Q (4883.850000 sec): 30 clusters
  Score: Raw -117600916.390058 + Penalty 97865.897402 = -117503050.492657
  nChanged 179
Iteration 89Q (4891.800000 sec): 30 clusters
  Score: Raw -117600921.514868 + Penalty 97865.897402 = -117503055.617466
  nChanged 169
Iteration 90Q (4899.720000 sec): 30 clusters
  Score: Raw -117600926.794401 + Penalty 97865.897402 = -117503060.896999
  nChanged 140
Iteration 91Q (4907.680000 sec): 30 clusters
  Score: Raw -117600931.595221 + Penalty 97865.897402 = -117503065.697819
  nChanged 150
Iteration 92Q (4915.630000 sec): 30 clusters
  Score: Raw -117600936.204715 + Penalty 97865.897402 = -117503070.307313
  nChanged 140
Iteration 93Q (4923.580000 sec): 30 clusters
  Score: Raw -117600940.816523 + Penalty 97865.897402 = -117503074.919121
  nChanged 140
Iteration 94Q (4931.540000 sec): 30 clusters
  Score: Raw -117600945.659527 + Penalty 97865.897402 = -117503079.762125
  nChanged 123
Iteration 95Q (4939.480000 sec): 30 clusters
  Score: Raw -117600950.073165 + Penalty 97865.897402 = -117503084.175763
  nChanged 103
Iteration 96Q (4947.400000 sec): 30 clusters
  Score: Raw -117600954.316074 + Penalty 97865.897402 = -117503088.418672
  nChanged 101
Iteration 97Q (4955.310000 sec): 30 clusters
  Score: Raw -117600958.277402 + Penalty 97865.897402 = -117503092.380001
  nChanged 107
Iteration 98Q (4963.290000 sec): 30 clusters
  Score: Raw -117600962.997859 + Penalty 97865.897402 = -117503097.100457
  nChanged 101
Writing temp clu file 
Because OldScore, -117503092.380001, is greater than current (better) Score,-117503097.100457 
 Compute initial score before splitting:   Score: Raw -117600962.997859 + Penalty 97865.897402 = -117503097.100457
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4963.450000 sec): 2 clusters
  Score: Raw -1044733.023530 + Penalty 2200.028897 = -1042532.994633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4963.470000 sec): 3 clusters
  Score: Raw -1041102.376651 + Penalty 4400.057795 = -1036702.318856
  nChanged 2803
		SP:Iteration 1F (4963.500000 sec): 3 clusters
  Score: Raw -1042666.443963 + Penalty 4400.057795 = -1038266.386168
  nChanged 470
		SP:Iteration 2F (4963.520000 sec): 3 clusters
  Score: Raw -1042886.605049 + Penalty 4400.057795 = -1038486.547254
  nChanged 325
		SP:Iteration 3Q (4963.550000 sec): 3 clusters
  Score: Raw -1043027.003872 + Penalty 4400.057795 = -1038626.946077
  nChanged 259
		SP:Iteration 4Q (4963.580000 sec): 3 clusters
  Score: Raw -1043144.281213 + Penalty 4400.057795 = -1038744.223418
  nChanged 225
		SP:Iteration 5Q (4963.600000 sec): 3 clusters
  Score: Raw -1043241.242948 + Penalty 4400.057795 = -1038841.185153
  nChanged 177
		SP:Iteration 6Q (4963.630000 sec): 3 clusters
  Score: Raw -1043309.999806 + Penalty 4400.057795 = -1038909.942012
  nChanged 142
		SP:Iteration 7Q (4963.650000 sec): 3 clusters
  Score: Raw -1043368.433676 + Penalty 4400.057795 = -1038968.375881
  nChanged 130
		SP:Iteration 8Q (4963.680000 sec): 3 clusters
  Score: Raw -1043424.487800 + Penalty 4400.057795 = -1039024.430005
  nChanged 135
		SP:Iteration 9Q (4963.700000 sec): 3 clusters
  Score: Raw -1043487.295056 + Penalty 4400.057795 = -1039087.237261
  nChanged 144
		SP:Iteration 10Q (4963.730000 sec): 3 clusters
  Score: Raw -1043553.958211 + Penalty 4400.057795 = -1039153.900416
  nChanged 154
		SP:Iteration 11Q (4963.750000 sec): 3 clusters
  Score: Raw -1043624.042754 + Penalty 4400.057795 = -1039223.984959
  nChanged 146
		SP:Iteration 12Q (4963.780000 sec): 3 clusters
  Score: Raw -1043696.271649 + Penalty 4400.057795 = -1039296.213854
  nChanged 157
		SP:Iteration 13Q (4963.800000 sec): 3 clusters
  Score: Raw -1043785.173803 + Penalty 4400.057795 = -1039385.116008
  nChanged 164
		SP:Iteration 14Q (4963.830000 sec): 3 clusters
  Score: Raw -1043886.265200 + Penalty 4400.057795 = -1039486.207405
  nChanged 177
		SP:Iteration 15Q (4963.860000 sec): 3 clusters
  Score: Raw -1043995.800675 + Penalty 4400.057795 = -1039595.742880
  nChanged 193
		SP:Iteration 16Q (4963.880000 sec): 3 clusters
  Score: Raw -1044110.133372 + Penalty 4400.057795 = -1039710.075577
  nChanged 179
		SP:Iteration 17Q (4963.900000 sec): 3 clusters
  Score: Raw -1044208.298858 + Penalty 4400.057795 = -1039808.241063
  nChanged 161
		SP:Iteration 18Q (4963.930000 sec): 3 clusters
  Score: Raw -1044291.380890 + Penalty 4400.057795 = -1039891.323095
  nChanged 160
		SP:Iteration 19Q (4963.950000 sec): 3 clusters
  Score: Raw -1044382.068280 + Penalty 4400.057795 = -1039982.010485
  nChanged 155
		SP:Iteration 20F (4963.980000 sec): 3 clusters
  Score: Raw -1044461.287800 + Penalty 4400.057795 = -1040061.230005
  nChanged 114
		SP:Iteration 21Q (4964.000000 sec): 3 clusters
  Score: Raw -1044511.917430 + Penalty 4400.057795 = -1040111.859635
  nChanged 94
		SP:Iteration 22Q (4964.020000 sec): 3 clusters
  Score: Raw -1044553.019839 + Penalty 4400.057795 = -1040152.962044
  nChanged 91
		SP:Iteration 23Q (4964.040000 sec): 3 clusters
  Score: Raw -1044588.796925 + Penalty 4400.057795 = -1040188.739130
  nChanged 80
		SP:Iteration 24Q (4964.070000 sec): 3 clusters
  Score: Raw -1044620.546184 + Penalty 4400.057795 = -1040220.488389
  nChanged 66
		SP:Iteration 25Q (4964.090000 sec): 3 clusters
  Score: Raw -1044643.716844 + Penalty 4400.057795 = -1040243.659049
  nChanged 68
		SP:Iteration 26Q (4964.120000 sec): 3 clusters
  Score: Raw -1044667.578828 + Penalty 4400.057795 = -1040267.521033
  nChanged 51
		SP:Iteration 27Q (4964.140000 sec): 3 clusters
  Score: Raw -1044683.042038 + Penalty 4400.057795 = -1040282.984243
  nChanged 44
		SP:Iteration 28Q (4964.160000 sec): 3 clusters
  Score: Raw -1044696.140105 + Penalty 4400.057795 = -1040296.082310
  nChanged 37
		SP:Iteration 29Q (4964.180000 sec): 3 clusters
  Score: Raw -1044708.006601 + Penalty 4400.057795 = -1040307.948806
  nChanged 30
		SP:Iteration 30Q (4964.210000 sec): 3 clusters
  Score: Raw -1044718.531807 + Penalty 4400.057795 = -1040318.474012
  nChanged 30
		SP:Iteration 31Q (4964.230000 sec): 3 clusters
  Score: Raw -1044730.120090 + Penalty 4400.057795 = -1040330.062295
  nChanged 34
		SP:Iteration 32Q (4964.250000 sec): 3 clusters
  Score: Raw -1044740.204715 + Penalty 4400.057795 = -1040340.146920
  nChanged 35
		SP:Iteration 33Q (4964.280000 sec): 3 clusters
  Score: Raw -1044751.366946 + Penalty 4400.057795 = -1040351.309151
  nChanged 33
		SP:Iteration 34Q (4964.300000 sec): 3 clusters
  Score: Raw -1044761.780462 + Penalty 4400.057795 = -1040361.722667
  nChanged 28
		SP:Iteration 35Q (4964.320000 sec): 3 clusters
  Score: Raw -1044771.551721 + Penalty 4400.057795 = -1040371.493926
  nChanged 31
		SP:Iteration 36Q (4964.340000 sec): 3 clusters
  Score: Raw -1044782.733139 + Penalty 4400.057795 = -1040382.675344
  nChanged 30
		SP:Iteration 37Q (4964.360000 sec): 3 clusters
  Score: Raw -1044792.094986 + Penalty 4400.057795 = -1040392.037191
  nChanged 27
		SP:Iteration 38Q (4964.390000 sec): 3 clusters
  Score: Raw -1044800.875533 + Penalty 4400.057795 = -1040400.817738
  nChanged 35
		SP:Iteration 39Q (4964.410000 sec): 3 clusters
  Score: Raw -1044810.770359 + Penalty 4400.057795 = -1040410.712564
  nChanged 24
		SP:Iteration 40F (4964.440000 sec): 3 clusters
  Score: Raw -1044818.577221 + Penalty 4400.057795 = -1040418.519426
  nChanged 27
		SP:Iteration 41Q (4964.460000 sec): 3 clusters
  Score: Raw -1044828.188909 + Penalty 4400.057795 = -1040428.131114
  nChanged 31
		SP:Iteration 42Q (4964.480000 sec): 3 clusters
  Score: Raw -1044840.549439 + Penalty 4400.057795 = -1040440.491644
  nChanged 32
		SP:Iteration 43Q (4964.510000 sec): 3 clusters
  Score: Raw -1044852.968202 + Penalty 4400.057795 = -1040452.910407
  nChanged 31
		SP:Iteration 44Q (4964.530000 sec): 3 clusters
  Score: Raw -1044865.918042 + Penalty 4400.057795 = -1040465.860247
  nChanged 35
		SP:Iteration 45Q (4964.550000 sec): 3 clusters
  Score: Raw -1044879.466691 + Penalty 4400.057795 = -1040479.408896
  nChanged 31
		SP:Iteration 46Q (4964.580000 sec): 3 clusters
  Score: Raw -1044891.578050 + Penalty 4400.057795 = -1040491.520255
  nChanged 30
		SP:Iteration 47Q (4964.600000 sec): 3 clusters
  Score: Raw -1044901.036375 + Penalty 4400.057795 = -1040500.978580
  nChanged 25
		SP:Iteration 48Q (4964.620000 sec): 3 clusters
  Score: Raw -1044908.799873 + Penalty 4400.057795 = -1040508.742078
  nChanged 25
		SP:Iteration 49Q (4964.640000 sec): 3 clusters
  Score: Raw -1044917.070502 + Penalty 4400.057795 = -1040517.012707
  nChanged 20
		SP:Iteration 50Q (4964.670000 sec): 3 clusters
  Score: Raw -1044923.206751 + Penalty 4400.057795 = -1040523.148956
  nChanged 13
		SP:Iteration 51Q (4964.690000 sec): 3 clusters
  Score: Raw -1044928.381089 + Penalty 4400.057795 = -1040528.323294
  nChanged 13
		SP:Iteration 52Q (4964.710000 sec): 3 clusters
  Score: Raw -1044932.613411 + Penalty 4400.057795 = -1040532.555616
  nChanged 8
		SP:Iteration 53Q (4964.730000 sec): 3 clusters
  Score: Raw -1044935.429019 + Penalty 4400.057795 = -1040535.371224
  nChanged 7
		SP:Iteration 54Q (4964.750000 sec): 3 clusters
  Score: Raw -1044937.630326 + Penalty 4400.057795 = -1040537.572532
  nChanged 9
		SP:Iteration 55Q (4964.770000 sec): 3 clusters
  Score: Raw -1044942.648733 + Penalty 4400.057795 = -1040542.590938
  nChanged 10
		SP:Iteration 56Q (4964.790000 sec): 3 clusters
  Score: Raw -1044944.934759 + Penalty 4400.057795 = -1040544.876964
  nChanged 4
		SP:Iteration 57Q (4964.820000 sec): 3 clusters
  Score: Raw -1044945.972970 + Penalty 4400.057795 = -1040545.915175
  nChanged 1
		SP:Iteration 58Q (4964.840000 sec): 3 clusters
  Score: Raw -1044946.336858 + Penalty 4400.057795 = -1040546.279063
  nChanged 0
		SP:Iteration 59F (4964.870000 sec): 3 clusters
  Score: Raw -1044946.336858 + Penalty 4400.057795 = -1040546.279063
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4964.890000 sec): 2 clusters
  Score: Raw -1037330.277472 + Penalty 2201.971013 = -1035128.306458
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4964.910000 sec): 3 clusters
  Score: Raw -1033686.248270 + Penalty 4403.942027 = -1029282.306243
  nChanged 2833
		SP:Iteration 1F (4964.940000 sec): 3 clusters
  Score: Raw -1035214.515235 + Penalty 4403.942027 = -1030810.573208
  nChanged 523
		SP:Iteration 2F (4964.970000 sec): 3 clusters
  Score: Raw -1035535.384742 + Penalty 4403.942027 = -1031131.442715
  nChanged 409
		SP:Iteration 3F (4964.990000 sec): 3 clusters
  Score: Raw -1035743.588208 + Penalty 4403.942027 = -1031339.646181
  nChanged 323
		SP:Iteration 4Q (4965.020000 sec): 3 clusters
  Score: Raw -1035917.995691 + Penalty 4403.942027 = -1031514.053664
  nChanged 280
		SP:Iteration 5Q (4965.050000 sec): 3 clusters
  Score: Raw -1036063.584021 + Penalty 4403.942027 = -1031659.641994
  nChanged 247
		SP:Iteration 6Q (4965.070000 sec): 3 clusters
  Score: Raw -1036188.439368 + Penalty 4403.942027 = -1031784.497341
  nChanged 217
		SP:Iteration 7Q (4965.100000 sec): 3 clusters
  Score: Raw -1036287.339489 + Penalty 4403.942027 = -1031883.397462
  nChanged 185
		SP:Iteration 8Q (4965.120000 sec): 3 clusters
  Score: Raw -1036372.304372 + Penalty 4403.942027 = -1031968.362345
  nChanged 171
		SP:Iteration 9Q (4965.150000 sec): 3 clusters
  Score: Raw -1036459.000126 + Penalty 4403.942027 = -1032055.058099
  nChanged 181
		SP:Iteration 10Q (4965.170000 sec): 3 clusters
  Score: Raw -1036547.813267 + Penalty 4403.942027 = -1032143.871240
  nChanged 172
		SP:Iteration 11Q (4965.200000 sec): 3 clusters
  Score: Raw -1036640.647620 + Penalty 4403.942027 = -1032236.705593
  nChanged 177
		SP:Iteration 12Q (4965.230000 sec): 3 clusters
  Score: Raw -1036733.726208 + Penalty 4403.942027 = -1032329.784182
  nChanged 151
		SP:Iteration 13Q (4965.250000 sec): 3 clusters
  Score: Raw -1036820.347964 + Penalty 4403.942027 = -1032416.405937
  nChanged 166
		SP:Iteration 14Q (4965.280000 sec): 3 clusters
  Score: Raw -1036908.399679 + Penalty 4403.942027 = -1032504.457652
  nChanged 141
		SP:Iteration 15Q (4965.300000 sec): 3 clusters
  Score: Raw -1036973.762324 + Penalty 4403.942027 = -1032569.820297
  nChanged 119
		SP:Iteration 16Q (4965.330000 sec): 3 clusters
  Score: Raw -1037025.809378 + Penalty 4403.942027 = -1032621.867351
  nChanged 110
		SP:Iteration 17Q (4965.350000 sec): 3 clusters
  Score: Raw -1037077.322982 + Penalty 4403.942027 = -1032673.380956
  nChanged 115
		SP:Iteration 18Q (4965.380000 sec): 3 clusters
  Score: Raw -1037134.960494 + Penalty 4403.942027 = -1032731.018468
  nChanged 107
		SP:Iteration 19Q (4965.400000 sec): 3 clusters
  Score: Raw -1037185.084497 + Penalty 4403.942027 = -1032781.142470
  nChanged 78
		SP:Iteration 20F (4965.430000 sec): 3 clusters
  Score: Raw -1037220.384250 + Penalty 4403.942027 = -1032816.442223
  nChanged 86
		SP:Iteration 21Q (4965.450000 sec): 3 clusters
  Score: Raw -1037259.538182 + Penalty 4403.942027 = -1032855.596155
  nChanged 70
		SP:Iteration 22Q (4965.480000 sec): 3 clusters
  Score: Raw -1037288.610726 + Penalty 4403.942027 = -1032884.668699
  nChanged 70
		SP:Iteration 23Q (4965.500000 sec): 3 clusters
  Score: Raw -1037317.222099 + Penalty 4403.942027 = -1032913.280072
  nChanged 63
		SP:Iteration 24Q (4965.530000 sec): 3 clusters
  Score: Raw -1037343.862508 + Penalty 4403.942027 = -1032939.920481
  nChanged 62
		SP:Iteration 25Q (4965.550000 sec): 3 clusters
  Score: Raw -1037368.810738 + Penalty 4403.942027 = -1032964.868711
  nChanged 50
		SP:Iteration 26Q (4965.570000 sec): 3 clusters
  Score: Raw -1037385.158080 + Penalty 4403.942027 = -1032981.216053
  nChanged 37
		SP:Iteration 27Q (4965.600000 sec): 3 clusters
  Score: Raw -1037395.529632 + Penalty 4403.942027 = -1032991.587605
  nChanged 26
		SP:Iteration 28Q (4965.620000 sec): 3 clusters
  Score: Raw -1037404.403926 + Penalty 4403.942027 = -1033000.461899
  nChanged 26
		SP:Iteration 29Q (4965.650000 sec): 3 clusters
  Score: Raw -1037411.261120 + Penalty 4403.942027 = -1033007.319094
  nChanged 18
		SP:Iteration 30Q (4965.670000 sec): 3 clusters
  Score: Raw -1037415.505055 + Penalty 4403.942027 = -1033011.563028
  nChanged 11
		SP:Iteration 31Q (4965.690000 sec): 3 clusters
  Score: Raw -1037418.481281 + Penalty 4403.942027 = -1033014.539254
  nChanged 6
		SP:Iteration 32Q (4965.720000 sec): 3 clusters
  Score: Raw -1037420.004758 + Penalty 4403.942027 = -1033016.062731
  nChanged 4
		SP:Iteration 33Q (4965.740000 sec): 3 clusters
  Score: Raw -1037420.785602 + Penalty 4403.942027 = -1033016.843575
  nChanged 2
		SP:Iteration 34Q (4965.760000 sec): 3 clusters
  Score: Raw -1037421.051070 + Penalty 4403.942027 = -1033017.109043
  nChanged 1
		SP:Iteration 35Q (4965.790000 sec): 3 clusters
  Score: Raw -1037421.151501 + Penalty 4403.942027 = -1033017.209474
  nChanged 1
		SP:Iteration 36Q (4965.810000 sec): 3 clusters
  Score: Raw -1037421.212957 + Penalty 4403.942027 = -1033017.270930
  nChanged 0
		SP:Iteration 37F (4965.840000 sec): 3 clusters
  Score: Raw -1037421.212957 + Penalty 4403.942027 = -1033017.270930
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (26943 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4965.930000 sec): 2 clusters
  Score: Raw -3981165.772078 + Penalty 2529.966743 = -3978635.805335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4966.030000 sec): 3 clusters
  Score: Raw -3965119.575611 + Penalty 5059.933486 = -3960059.642125
  nChanged 11984
		SP:Iteration 1F (4966.130000 sec): 3 clusters
  Score: Raw -3971637.934159 + Penalty 5059.933486 = -3966578.000673
  nChanged 1358
		SP:Iteration 2F (4966.220000 sec): 3 clusters
  Score: Raw -3972101.859885 + Penalty 5059.933486 = -3967041.926399
  nChanged 1250
		SP:Iteration 3Q (4966.320000 sec): 3 clusters
  Score: Raw -3972537.086584 + Penalty 5059.933486 = -3967477.153098
  nChanged 1208
		SP:Iteration 4Q (4966.420000 sec): 3 clusters
  Score: Raw -3972981.763821 + Penalty 5059.933486 = -3967921.830335
  nChanged 1202
		SP:Iteration 5Q (4966.520000 sec): 3 clusters
  Score: Raw -3973480.584275 + Penalty 5059.933486 = -3968420.650789
  nChanged 1290
		SP:Iteration 6Q (4966.620000 sec): 3 clusters
  Score: Raw -3974103.334514 + Penalty 5059.933486 = -3969043.401028
  nChanged 1505
		SP:Iteration 7F (4966.710000 sec): 3 clusters
  Score: Raw -3974984.144797 + Penalty 5059.933486 = -3969924.211311
  nChanged 1612
		SP:Iteration 8F (4966.810000 sec): 3 clusters
  Score: Raw -3976099.678488 + Penalty 5059.933486 = -3971039.745002
  nChanged 1639
		SP:Iteration 9F (4966.910000 sec): 3 clusters
  Score: Raw -3977322.264539 + Penalty 5059.933486 = -3972262.331053
  nChanged 1422
		SP:Iteration 10F (4967.000000 sec): 3 clusters
  Score: Raw -3978488.526807 + Penalty 5059.933486 = -3973428.593321
  nChanged 1142
		SP:Iteration 11Q (4967.100000 sec): 3 clusters
  Score: Raw -3979484.327321 + Penalty 5059.933486 = -3974424.393835
  nChanged 792
		SP:Iteration 12Q (4967.190000 sec): 3 clusters
  Score: Raw -3980165.842174 + Penalty 5059.933486 = -3975105.908688
  nChanged 530
		SP:Iteration 13Q (4967.280000 sec): 3 clusters
  Score: Raw -3980593.478887 + Penalty 5059.933486 = -3975533.545401
  nChanged 374
		SP:Iteration 14Q (4967.360000 sec): 3 clusters
  Score: Raw -3980874.889730 + Penalty 5059.933486 = -3975814.956244
  nChanged 272
		SP:Iteration 15Q (4967.440000 sec): 3 clusters
  Score: Raw -3981055.986332 + Penalty 5059.933486 = -3975996.052846
  nChanged 201
		SP:Iteration 16Q (4967.520000 sec): 3 clusters
  Score: Raw -3981179.888530 + Penalty 5059.933486 = -3976119.955044
  nChanged 172
		SP:Iteration 17Q (4967.590000 sec): 3 clusters
  Score: Raw -3981272.460514 + Penalty 5059.933486 = -3976212.527028
  nChanged 126
		SP:Iteration 18Q (4967.660000 sec): 3 clusters
  Score: Raw -3981329.495660 + Penalty 5059.933486 = -3976269.562174
  nChanged 92
		SP:Iteration 19Q (4967.740000 sec): 3 clusters
  Score: Raw -3981375.130423 + Penalty 5059.933486 = -3976315.196937
  nChanged 72
		SP:Iteration 20F (4967.840000 sec): 3 clusters
  Score: Raw -3981406.612771 + Penalty 5059.933486 = -3976346.679285
  nChanged 63
		SP:Iteration 21Q (4967.910000 sec): 3 clusters
  Score: Raw -3981429.977098 + Penalty 5059.933486 = -3976370.043612
  nChanged 56
		SP:Iteration 22Q (4967.980000 sec): 3 clusters
  Score: Raw -3981448.063907 + Penalty 5059.933486 = -3976388.130421
  nChanged 33
		SP:Iteration 23Q (4968.050000 sec): 3 clusters
  Score: Raw -3981457.735616 + Penalty 5059.933486 = -3976397.802130
  nChanged 24
		SP:Iteration 24Q (4968.120000 sec): 3 clusters
  Score: Raw -3981465.970727 + Penalty 5059.933486 = -3976406.037241
  nChanged 30
		SP:Iteration 25Q (4968.200000 sec): 3 clusters
  Score: Raw -3981476.498315 + Penalty 5059.933486 = -3976416.564829
  nChanged 24
		SP:Iteration 26Q (4968.270000 sec): 3 clusters
  Score: Raw -3981483.844158 + Penalty 5059.933486 = -3976423.910672
  nChanged 26
		SP:Iteration 27Q (4968.340000 sec): 3 clusters
  Score: Raw -3981492.919532 + Penalty 5059.933486 = -3976432.986046
  nChanged 22
		SP:Iteration 28Q (4968.410000 sec): 3 clusters
  Score: Raw -3981500.351982 + Penalty 5059.933486 = -3976440.418496
  nChanged 16
		SP:Iteration 29Q (4968.480000 sec): 3 clusters
  Score: Raw -3981506.181627 + Penalty 5059.933486 = -3976446.248141
  nChanged 18
		SP:Iteration 30Q (4968.560000 sec): 3 clusters
  Score: Raw -3981510.946644 + Penalty 5059.933486 = -3976451.013158
  nChanged 14
		SP:Iteration 31Q (4968.630000 sec): 3 clusters
  Score: Raw -3981515.186101 + Penalty 5059.933486 = -3976455.252615
  nChanged 11
		SP:Iteration 32Q (4968.700000 sec): 3 clusters
  Score: Raw -3981518.157056 + Penalty 5059.933486 = -3976458.223570
  nChanged 14
		SP:Iteration 33Q (4968.770000 sec): 3 clusters
  Score: Raw -3981521.944017 + Penalty 5059.933486 = -3976462.010531
  nChanged 6
		SP:Iteration 34Q (4968.840000 sec): 3 clusters
  Score: Raw -3981523.471351 + Penalty 5059.933486 = -3976463.537865
  nChanged 10
		SP:Iteration 35Q (4968.910000 sec): 3 clusters
  Score: Raw -3981526.374772 + Penalty 5059.933486 = -3976466.441286
  nChanged 6
		SP:Iteration 36Q (4968.980000 sec): 3 clusters
  Score: Raw -3981528.647652 + Penalty 5059.933486 = -3976468.714166
  nChanged 7
		SP:Iteration 37Q (4969.060000 sec): 3 clusters
  Score: Raw -3981531.709647 + Penalty 5059.933486 = -3976471.776161
  nChanged 8
		SP:Iteration 38Q (4969.120000 sec): 3 clusters
  Score: Raw -3981534.220881 + Penalty 5059.933486 = -3976474.287395
  nChanged 6
		SP:Iteration 39Q (4969.200000 sec): 3 clusters
  Score: Raw -3981536.196607 + Penalty 5059.933486 = -3976476.263121
  nChanged 7
		SP:Iteration 40F (4969.290000 sec): 3 clusters
  Score: Raw -3981538.329531 + Penalty 5059.933486 = -3976478.396045
  nChanged 7
		SP:Iteration 41Q (4969.360000 sec): 3 clusters
  Score: Raw -3981539.818556 + Penalty 5059.933486 = -3976479.885070
  nChanged 2
		SP:Iteration 42Q (4969.440000 sec): 3 clusters
  Score: Raw -3981540.460240 + Penalty 5059.933486 = -3976480.526754
  nChanged 2
		SP:Iteration 43Q (4969.500000 sec): 3 clusters
  Score: Raw -3981541.049012 + Penalty 5059.933486 = -3976481.115526
  nChanged 4
		SP:Iteration 44Q (4969.580000 sec): 3 clusters
  Score: Raw -3981541.928637 + Penalty 5059.933486 = -3976481.995151
  nChanged 2
		SP:Iteration 45Q (4969.650000 sec): 3 clusters
  Score: Raw -3981542.161754 + Penalty 5059.933486 = -3976482.228268
  nChanged 2
		SP:Iteration 46Q (4969.720000 sec): 3 clusters
  Score: Raw -3981542.574127 + Penalty 5059.933486 = -3976482.640641
  nChanged 1
		SP:Iteration 47Q (4969.790000 sec): 3 clusters
  Score: Raw -3981542.836466 + Penalty 5059.933486 = -3976482.902980
  nChanged 0
		SP:Iteration 48F (4969.880000 sec): 3 clusters
  Score: Raw -3981542.836466 + Penalty 5059.933486 = -3976482.902980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (23767 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4969.960000 sec): 2 clusters
  Score: Raw -3294358.032165 + Penalty 2498.861229 = -3291859.170936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4970.050000 sec): 3 clusters
  Score: Raw -3280411.202659 + Penalty 4997.722458 = -3275413.480201
  nChanged 10489
		SP:Iteration 1F (4970.130000 sec): 3 clusters
  Score: Raw -3286291.937925 + Penalty 4997.722458 = -3281294.215467
  nChanged 1387
		SP:Iteration 2F (4970.220000 sec): 3 clusters
  Score: Raw -3286874.960406 + Penalty 4997.722458 = -3281877.237948
  nChanged 1253
		SP:Iteration 3F (4970.300000 sec): 3 clusters
  Score: Raw -3287450.167960 + Penalty 4997.722458 = -3282452.445502
  nChanged 1223
		SP:Iteration 4F (4970.390000 sec): 3 clusters
  Score: Raw -3288061.621820 + Penalty 4997.722458 = -3283063.899362
  nChanged 1210
		SP:Iteration 5F (4970.480000 sec): 3 clusters
  Score: Raw -3288697.863088 + Penalty 4997.722458 = -3283700.140630
  nChanged 1212
		SP:Iteration 6F (4970.560000 sec): 3 clusters
  Score: Raw -3289334.378722 + Penalty 4997.722458 = -3284336.656264
  nChanged 1167
		SP:Iteration 7Q (4970.650000 sec): 3 clusters
  Score: Raw -3290010.520889 + Penalty 4997.722458 = -3285012.798430
  nChanged 1120
		SP:Iteration 8Q (4970.740000 sec): 3 clusters
  Score: Raw -3290720.533349 + Penalty 4997.722458 = -3285722.810891
  nChanged 1049
		SP:Iteration 9Q (4970.820000 sec): 3 clusters
  Score: Raw -3291473.662014 + Penalty 4997.722458 = -3286475.939556
  nChanged 1000
		SP:Iteration 10Q (4970.910000 sec): 3 clusters
  Score: Raw -3292137.232188 + Penalty 4997.722458 = -3287139.509730
  nChanged 837
		SP:Iteration 11Q (4971.000000 sec): 3 clusters
  Score: Raw -3292570.676624 + Penalty 4997.722458 = -3287572.954166
  nChanged 597
		SP:Iteration 12Q (4971.080000 sec): 3 clusters
  Score: Raw -3292825.272422 + Penalty 4997.722458 = -3287827.549963
  nChanged 429
		SP:Iteration 13Q (4971.170000 sec): 3 clusters
  Score: Raw -3292981.574280 + Penalty 4997.722458 = -3287983.851822
  nChanged 309
		SP:Iteration 14Q (4971.250000 sec): 3 clusters
  Score: Raw -3293079.874482 + Penalty 4997.722458 = -3288082.152024
  nChanged 248
		SP:Iteration 15Q (4971.330000 sec): 3 clusters
  Score: Raw -3293156.296166 + Penalty 4997.722458 = -3288158.573708
  nChanged 221
		SP:Iteration 16Q (4971.410000 sec): 3 clusters
  Score: Raw -3293217.835515 + Penalty 4997.722458 = -3288220.113057
  nChanged 198
		SP:Iteration 17Q (4971.490000 sec): 3 clusters
  Score: Raw -3293274.322799 + Penalty 4997.722458 = -3288276.600341
  nChanged 199
		SP:Iteration 18Q (4971.570000 sec): 3 clusters
  Score: Raw -3293330.934698 + Penalty 4997.722458 = -3288333.212240
  nChanged 190
		SP:Iteration 19Q (4971.650000 sec): 3 clusters
  Score: Raw -3293379.551605 + Penalty 4997.722458 = -3288381.829147
  nChanged 178
		SP:Iteration 20F (4971.740000 sec): 3 clusters
  Score: Raw -3293427.771725 + Penalty 4997.722458 = -3288430.049267
  nChanged 191
		SP:Iteration 21Q (4971.820000 sec): 3 clusters
  Score: Raw -3293476.841525 + Penalty 4997.722458 = -3288479.119067
  nChanged 176
		SP:Iteration 22Q (4971.890000 sec): 3 clusters
  Score: Raw -3293524.697257 + Penalty 4997.722458 = -3288526.974799
  nChanged 171
		SP:Iteration 23Q (4971.970000 sec): 3 clusters
  Score: Raw -3293573.431634 + Penalty 4997.722458 = -3288575.709176
  nChanged 177
		SP:Iteration 24Q (4972.050000 sec): 3 clusters
  Score: Raw -3293622.391185 + Penalty 4997.722458 = -3288624.668727
  nChanged 185
		SP:Iteration 25Q (4972.120000 sec): 3 clusters
  Score: Raw -3293671.720230 + Penalty 4997.722458 = -3288673.997772
  nChanged 162
		SP:Iteration 26Q (4972.200000 sec): 3 clusters
  Score: Raw -3293714.827341 + Penalty 4997.722458 = -3288717.104883
  nChanged 154
		SP:Iteration 27Q (4972.280000 sec): 3 clusters
  Score: Raw -3293755.558027 + Penalty 4997.722458 = -3288757.835569
  nChanged 156
		SP:Iteration 28Q (4972.360000 sec): 3 clusters
  Score: Raw -3293797.326565 + Penalty 4997.722458 = -3288799.604107
  nChanged 140
		SP:Iteration 29Q (4972.430000 sec): 3 clusters
  Score: Raw -3293837.004945 + Penalty 4997.722458 = -3288839.282487
  nChanged 160
		SP:Iteration 30Q (4972.500000 sec): 3 clusters
  Score: Raw -3293882.947438 + Penalty 4997.722458 = -3288885.224980
  nChanged 147
		SP:Iteration 31Q (4972.580000 sec): 3 clusters
  Score: Raw -3293927.775611 + Penalty 4997.722458 = -3288930.053153
  nChanged 140
		SP:Iteration 32Q (4972.660000 sec): 3 clusters
  Score: Raw -3293972.041375 + Penalty 4997.722458 = -3288974.318917
  nChanged 154
		SP:Iteration 33Q (4972.730000 sec): 3 clusters
  Score: Raw -3294026.539116 + Penalty 4997.722458 = -3289028.816657
  nChanged 148
		SP:Iteration 34Q (4972.800000 sec): 3 clusters
  Score: Raw -3294080.903628 + Penalty 4997.722458 = -3289083.181170
  nChanged 152
		SP:Iteration 35Q (4972.880000 sec): 3 clusters
  Score: Raw -3294131.201053 + Penalty 4997.722458 = -3289133.478595
  nChanged 132
		SP:Iteration 36Q (4972.950000 sec): 3 clusters
  Score: Raw -3294172.272618 + Penalty 4997.722458 = -3289174.550160
  nChanged 142
		SP:Iteration 37Q (4973.020000 sec): 3 clusters
  Score: Raw -3294227.353149 + Penalty 4997.722458 = -3289229.630691
  nChanged 124
		SP:Iteration 38Q (4973.090000 sec): 3 clusters
  Score: Raw -3294273.102184 + Penalty 4997.722458 = -3289275.379726
  nChanged 116
		SP:Iteration 39Q (4973.160000 sec): 3 clusters
  Score: Raw -3294311.716342 + Penalty 4997.722458 = -3289313.993884
  nChanged 117
		SP:Iteration 40F (4973.250000 sec): 3 clusters
  Score: Raw -3294351.650196 + Penalty 4997.722458 = -3289353.927738
  nChanged 116
		SP:Iteration 41Q (4973.320000 sec): 3 clusters
  Score: Raw -3294385.180814 + Penalty 4997.722458 = -3289387.458356
  nChanged 113
		SP:Iteration 42Q (4973.390000 sec): 3 clusters
  Score: Raw -3294418.576447 + Penalty 4997.722458 = -3289420.853989
  nChanged 108
		SP:Iteration 43Q (4973.460000 sec): 3 clusters
  Score: Raw -3294448.237023 + Penalty 4997.722458 = -3289450.514565
  nChanged 97
		SP:Iteration 44Q (4973.530000 sec): 3 clusters
  Score: Raw -3294475.095160 + Penalty 4997.722458 = -3289477.372702
  nChanged 80
		SP:Iteration 45Q (4973.600000 sec): 3 clusters
  Score: Raw -3294496.733304 + Penalty 4997.722458 = -3289499.010845
  nChanged 70
		SP:Iteration 46Q (4973.670000 sec): 3 clusters
  Score: Raw -3294515.991697 + Penalty 4997.722458 = -3289518.269239
  nChanged 69
		SP:Iteration 47Q (4973.740000 sec): 3 clusters
  Score: Raw -3294533.118047 + Penalty 4997.722458 = -3289535.395589
  nChanged 67
		SP:Iteration 48Q (4973.810000 sec): 3 clusters
  Score: Raw -3294550.248669 + Penalty 4997.722458 = -3289552.526211
  nChanged 58
		SP:Iteration 49Q (4973.880000 sec): 3 clusters
  Score: Raw -3294564.419219 + Penalty 4997.722458 = -3289566.696761
  nChanged 50
		SP:Iteration 50Q (4973.950000 sec): 3 clusters
  Score: Raw -3294575.740965 + Penalty 4997.722458 = -3289578.018507
  nChanged 53
		SP:Iteration 51Q (4974.020000 sec): 3 clusters
  Score: Raw -3294587.998768 + Penalty 4997.722458 = -3289590.276310
  nChanged 53
		SP:Iteration 52Q (4974.080000 sec): 3 clusters
  Score: Raw -3294601.112615 + Penalty 4997.722458 = -3289603.390157
  nChanged 51
		SP:Iteration 53Q (4974.160000 sec): 3 clusters
  Score: Raw -3294614.173597 + Penalty 4997.722458 = -3289616.451139
  nChanged 65
		SP:Iteration 54Q (4974.220000 sec): 3 clusters
  Score: Raw -3294634.556834 + Penalty 4997.722458 = -3289636.834375
  nChanged 67
		SP:Iteration 55Q (4974.290000 sec): 3 clusters
  Score: Raw -3294659.220970 + Penalty 4997.722458 = -3289661.498512
  nChanged 63
		SP:Iteration 56Q (4974.360000 sec): 3 clusters
  Score: Raw -3294677.208612 + Penalty 4997.722458 = -3289679.486154
  nChanged 61
		SP:Iteration 57Q (4974.430000 sec): 3 clusters
  Score: Raw -3294695.004947 + Penalty 4997.722458 = -3289697.282489
  nChanged 64
		SP:Iteration 58Q (4974.500000 sec): 3 clusters
  Score: Raw -3294715.950272 + Penalty 4997.722458 = -3289718.227814
  nChanged 66
		SP:Iteration 59Q (4974.560000 sec): 3 clusters
  Score: Raw -3294735.979040 + Penalty 4997.722458 = -3289738.256582
  nChanged 50
		SP:Iteration 60F (4974.650000 sec): 3 clusters
  Score: Raw -3294750.307870 + Penalty 4997.722458 = -3289752.585412
  nChanged 45
		SP:Iteration 61Q (4974.710000 sec): 3 clusters
  Score: Raw -3294762.159205 + Penalty 4997.722458 = -3289764.436747
  nChanged 31
		SP:Iteration 62Q (4974.780000 sec): 3 clusters
  Score: Raw -3294771.152008 + Penalty 4997.722458 = -3289773.429550
  nChanged 38
		SP:Iteration 63Q (4974.850000 sec): 3 clusters
  Score: Raw -3294782.050821 + Penalty 4997.722458 = -3289784.328363
  nChanged 39
		SP:Iteration 64Q (4974.920000 sec): 3 clusters
  Score: Raw -3294793.214363 + Penalty 4997.722458 = -3289795.491905
  nChanged 32
		SP:Iteration 65Q (4974.980000 sec): 3 clusters
  Score: Raw -3294802.742135 + Penalty 4997.722458 = -3289805.019676
  nChanged 37
		SP:Iteration 66Q (4975.050000 sec): 3 clusters
  Score: Raw -3294815.026998 + Penalty 4997.722458 = -3289817.304540
  nChanged 34
		SP:Iteration 67Q (4975.120000 sec): 3 clusters
  Score: Raw -3294826.992978 + Penalty 4997.722458 = -3289829.270520
  nChanged 33
		SP:Iteration 68Q (4975.180000 sec): 3 clusters
  Score: Raw -3294840.027180 + Penalty 4997.722458 = -3289842.304722
  nChanged 41
		SP:Iteration 69Q (4975.250000 sec): 3 clusters
  Score: Raw -3294856.562916 + Penalty 4997.722458 = -3289858.840458
  nChanged 45
		SP:Iteration 70Q (4975.310000 sec): 3 clusters
  Score: Raw -3294874.577941 + Penalty 4997.722458 = -3289876.855483
  nChanged 46
		SP:Iteration 71Q (4975.380000 sec): 3 clusters
  Score: Raw -3294893.351523 + Penalty 4997.722458 = -3289895.629065
  nChanged 46
		SP:Iteration 72Q (4975.440000 sec): 3 clusters
  Score: Raw -3294914.659944 + Penalty 4997.722458 = -3289916.937486
  nChanged 44
		SP:Iteration 73Q (4975.510000 sec): 3 clusters
  Score: Raw -3294932.245097 + Penalty 4997.722458 = -3289934.522639
  nChanged 39
		SP:Iteration 74Q (4975.580000 sec): 3 clusters
  Score: Raw -3294948.911186 + Penalty 4997.722458 = -3289951.188728
  nChanged 41
		SP:Iteration 75Q (4975.640000 sec): 3 clusters
  Score: Raw -3294967.499733 + Penalty 4997.722458 = -3289969.777275
  nChanged 37
		SP:Iteration 76Q (4975.710000 sec): 3 clusters
  Score: Raw -3294986.110763 + Penalty 4997.722458 = -3289988.388305
  nChanged 40
		SP:Iteration 77Q (4975.770000 sec): 3 clusters
  Score: Raw -3295006.301113 + Penalty 4997.722458 = -3290008.578655
  nChanged 38
		SP:Iteration 78Q (4975.840000 sec): 3 clusters
  Score: Raw -3295025.980297 + Penalty 4997.722458 = -3290028.257839
  nChanged 47
		SP:Iteration 79Q (4975.900000 sec): 3 clusters
  Score: Raw -3295044.077367 + Penalty 4997.722458 = -3290046.354909
  nChanged 33
		SP:Iteration 80F (4975.980000 sec): 3 clusters
  Score: Raw -3295055.205056 + Penalty 4997.722458 = -3290057.482598
  nChanged 23
		SP:Iteration 81Q (4976.050000 sec): 3 clusters
  Score: Raw -3295063.019424 + Penalty 4997.722458 = -3290065.296966
  nChanged 13
		SP:Iteration 82Q (4976.110000 sec): 3 clusters
  Score: Raw -3295067.118288 + Penalty 4997.722458 = -3290069.395830
  nChanged 13
		SP:Iteration 83Q (4976.180000 sec): 3 clusters
  Score: Raw -3295071.149739 + Penalty 4997.722458 = -3290073.427280
  nChanged 13
		SP:Iteration 84Q (4976.240000 sec): 3 clusters
  Score: Raw -3295074.656072 + Penalty 4997.722458 = -3290076.933614
  nChanged 14
		SP:Iteration 85Q (4976.300000 sec): 3 clusters
  Score: Raw -3295078.433340 + Penalty 4997.722458 = -3290080.710882
  nChanged 13
		SP:Iteration 86Q (4976.370000 sec): 3 clusters
  Score: Raw -3295081.805953 + Penalty 4997.722458 = -3290084.083495
  nChanged 11
		SP:Iteration 87Q (4976.430000 sec): 3 clusters
  Score: Raw -3295085.081532 + Penalty 4997.722458 = -3290087.359074
  nChanged 9
		SP:Iteration 88Q (4976.500000 sec): 3 clusters
  Score: Raw -3295088.329931 + Penalty 4997.722458 = -3290090.607473
  nChanged 8
		SP:Iteration 89Q (4976.560000 sec): 3 clusters
  Score: Raw -3295090.592209 + Penalty 4997.722458 = -3290092.869751
  nChanged 6
		SP:Iteration 90Q (4976.620000 sec): 3 clusters
  Score: Raw -3295092.435024 + Penalty 4997.722458 = -3290094.712566
  nChanged 9
		SP:Iteration 91Q (4976.690000 sec): 3 clusters
  Score: Raw -3295094.925311 + Penalty 4997.722458 = -3290097.202852
  nChanged 5
		SP:Iteration 92Q (4976.750000 sec): 3 clusters
  Score: Raw -3295095.971536 + Penalty 4997.722458 = -3290098.249078
  nChanged 2
		SP:Iteration 93Q (4976.820000 sec): 3 clusters
  Score: Raw -3295096.388493 + Penalty 4997.722458 = -3290098.666035
  nChanged 6
		SP:Iteration 94Q (4976.880000 sec): 3 clusters
  Score: Raw -3295098.324545 + Penalty 4997.722458 = -3290100.602087
  nChanged 7
		SP:Iteration 95Q (4976.940000 sec): 3 clusters
  Score: Raw -3295100.512167 + Penalty 4997.722458 = -3290102.789709
  nChanged 9
		SP:Iteration 96Q (4977.010000 sec): 3 clusters
  Score: Raw -3295104.352768 + Penalty 4997.722458 = -3290106.630310
  nChanged 7
		SP:Iteration 97Q (4977.070000 sec): 3 clusters
  Score: Raw -3295106.377606 + Penalty 4997.722458 = -3290108.655147
  nChanged 6
		SP:Iteration 98Q (4977.140000 sec): 3 clusters
  Score: Raw -3295107.894823 + Penalty 4997.722458 = -3290110.172365
  nChanged 7
		SP:Iteration 99Q (4977.200000 sec): 3 clusters
  Score: Raw -3295109.368695 + Penalty 4997.722458 = -3290111.646237
  nChanged 5
		SP:Iteration 100F (4977.280000 sec): 3 clusters
  Score: Raw -3295110.792058 + Penalty 4997.722458 = -3290113.069600
  nChanged 8
		SP:Iteration 101Q (4977.350000 sec): 3 clusters
  Score: Raw -3295114.434470 + Penalty 4997.722458 = -3290116.712012
  nChanged 7
		SP:Iteration 102Q (4977.410000 sec): 3 clusters
  Score: Raw -3295116.190876 + Penalty 4997.722458 = -3290118.468418
  nChanged 4
		SP:Iteration 103Q (4977.470000 sec): 3 clusters
  Score: Raw -3295117.052804 + Penalty 4997.722458 = -3290119.330345
  nChanged 2
		SP:Iteration 104Q (4977.540000 sec): 3 clusters
  Score: Raw -3295117.589944 + Penalty 4997.722458 = -3290119.867486
  nChanged 1
		SP:Iteration 105Q (4977.600000 sec): 3 clusters
  Score: Raw -3295117.905964 + Penalty 4997.722458 = -3290120.183506
  nChanged 1
		SP:Iteration 106Q (4977.660000 sec): 3 clusters
  Score: Raw -3295118.487200 + Penalty 4997.722458 = -3290120.764742
  nChanged 3
		SP:Iteration 107Q (4977.730000 sec): 3 clusters
  Score: Raw -3295119.742618 + Penalty 4997.722458 = -3290122.020160
  nChanged 5
		SP:Iteration 108Q (4977.790000 sec): 3 clusters
  Score: Raw -3295120.861566 + Penalty 4997.722458 = -3290123.139108
  nChanged 3
		SP:Iteration 109Q (4977.860000 sec): 3 clusters
  Score: Raw -3295122.083957 + Penalty 4997.722458 = -3290124.361499
  nChanged 7
		SP:Iteration 110Q (4977.920000 sec): 3 clusters
  Score: Raw -3295125.261923 + Penalty 4997.722458 = -3290127.539465
  nChanged 8
		SP:Iteration 111Q (4977.980000 sec): 3 clusters
  Score: Raw -3295128.816742 + Penalty 4997.722458 = -3290131.094284
  nChanged 10
		SP:Iteration 112Q (4978.040000 sec): 3 clusters
  Score: Raw -3295132.360811 + Penalty 4997.722458 = -3290134.638353
  nChanged 5
		SP:Iteration 113Q (4978.110000 sec): 3 clusters
  Score: Raw -3295133.501063 + Penalty 4997.722458 = -3290135.778605
  nChanged 2
		SP:Iteration 114Q (4978.170000 sec): 3 clusters
  Score: Raw -3295133.955315 + Penalty 4997.722458 = -3290136.232857
  nChanged 4
		SP:Iteration 115Q (4978.230000 sec): 3 clusters
  Score: Raw -3295134.917004 + Penalty 4997.722458 = -3290137.194546
  nChanged 2
		SP:Iteration 116Q (4978.300000 sec): 3 clusters
  Score: Raw -3295135.629256 + Penalty 4997.722458 = -3290137.906798
  nChanged 3
		SP:Iteration 117Q (4978.360000 sec): 3 clusters
  Score: Raw -3295136.443314 + Penalty 4997.722458 = -3290138.720856
  nChanged 3
		SP:Iteration 118Q (4978.420000 sec): 3 clusters
  Score: Raw -3295137.262187 + Penalty 4997.722458 = -3290139.539729
  nChanged 1
		SP:Iteration 119Q (4978.490000 sec): 3 clusters
  Score: Raw -3295137.317116 + Penalty 4997.722458 = -3290139.594658
  nChanged 1
		SP:Iteration 120F (4978.570000 sec): 3 clusters
  Score: Raw -3295137.571212 + Penalty 4997.722458 = -3290139.848753
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3440 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4978.590000 sec): 2 clusters
  Score: Raw -495015.663318 + Penalty 2019.520234 = -492996.143084
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4978.600000 sec): 3 clusters
  Score: Raw -493564.526901 + Penalty 4039.040468 = -489525.486433
  nChanged 1214
		SP:Iteration 1F (4978.620000 sec): 3 clusters
  Score: Raw -494373.206059 + Penalty 4039.040468 = -490334.165590
  nChanged 309
		SP:Iteration 2F (4978.630000 sec): 3 clusters
  Score: Raw -494671.088037 + Penalty 4039.040468 = -490632.047569
  nChanged 233
		SP:Iteration 3F (4978.640000 sec): 3 clusters
  Score: Raw -494901.010791 + Penalty 4039.040468 = -490861.970322
  nChanged 201
		SP:Iteration 4F (4978.650000 sec): 3 clusters
  Score: Raw -495126.178213 + Penalty 4039.040468 = -491087.137745
  nChanged 181
		SP:Iteration 5F (4978.660000 sec): 3 clusters
  Score: Raw -495320.197438 + Penalty 4039.040468 = -491281.156970
  nChanged 153
		SP:Iteration 6Q (4978.680000 sec): 3 clusters
  Score: Raw -495502.659402 + Penalty 4039.040468 = -491463.618934
  nChanged 151
		SP:Iteration 7Q (4978.690000 sec): 3 clusters
  Score: Raw -495695.419291 + Penalty 4039.040468 = -491656.378823
  nChanged 134
		SP:Iteration 8Q (4978.700000 sec): 3 clusters
  Score: Raw -495888.823959 + Penalty 4039.040468 = -491849.783490
  nChanged 122
		SP:Iteration 9Q (4978.710000 sec): 3 clusters
  Score: Raw -496039.232978 + Penalty 4039.040468 = -492000.192510
  nChanged 102
		SP:Iteration 10Q (4978.730000 sec): 3 clusters
  Score: Raw -496148.016087 + Penalty 4039.040468 = -492108.975619
  nChanged 95
		SP:Iteration 11Q (4978.740000 sec): 3 clusters
  Score: Raw -496268.706977 + Penalty 4039.040468 = -492229.666509
  nChanged 95
		SP:Iteration 12Q (4978.750000 sec): 3 clusters
  Score: Raw -496377.060915 + Penalty 4039.040468 = -492338.020447
  nChanged 85
		SP:Iteration 13Q (4978.760000 sec): 3 clusters
  Score: Raw -496462.941006 + Penalty 4039.040468 = -492423.900538
  nChanged 64
		SP:Iteration 14Q (4978.770000 sec): 3 clusters
  Score: Raw -496513.591576 + Penalty 4039.040468 = -492474.551108
  nChanged 51
		SP:Iteration 15Q (4978.790000 sec): 3 clusters
  Score: Raw -496555.868961 + Penalty 4039.040468 = -492516.828493
  nChanged 49
		SP:Iteration 16Q (4978.790000 sec): 3 clusters
  Score: Raw -496596.372886 + Penalty 4039.040468 = -492557.332418
  nChanged 44
		SP:Iteration 17Q (4978.810000 sec): 3 clusters
  Score: Raw -496628.074856 + Penalty 4039.040468 = -492589.034388
  nChanged 40
		SP:Iteration 18Q (4978.810000 sec): 3 clusters
  Score: Raw -496658.688903 + Penalty 4039.040468 = -492619.648435
  nChanged 34
		SP:Iteration 19Q (4978.830000 sec): 3 clusters
  Score: Raw -496680.379835 + Penalty 4039.040468 = -492641.339366
  nChanged 26
		SP:Iteration 20F (4978.840000 sec): 3 clusters
  Score: Raw -496697.367928 + Penalty 4039.040468 = -492658.327459
  nChanged 22
		SP:Iteration 21Q (4978.850000 sec): 3 clusters
  Score: Raw -496709.644298 + Penalty 4039.040468 = -492670.603829
  nChanged 14
		SP:Iteration 22Q (4978.860000 sec): 3 clusters
  Score: Raw -496716.145561 + Penalty 4039.040468 = -492677.105093
  nChanged 8
		SP:Iteration 23Q (4978.870000 sec): 3 clusters
  Score: Raw -496718.798669 + Penalty 4039.040468 = -492679.758201
  nChanged 8
		SP:Iteration 24Q (4978.880000 sec): 3 clusters
  Score: Raw -496721.732061 + Penalty 4039.040468 = -492682.691593
  nChanged 4
		SP:Iteration 25Q (4978.890000 sec): 3 clusters
  Score: Raw -496723.069321 + Penalty 4039.040468 = -492684.028852
  nChanged 5
		SP:Iteration 26Q (4978.900000 sec): 3 clusters
  Score: Raw -496725.203948 + Penalty 4039.040468 = -492686.163480
  nChanged 5
		SP:Iteration 27Q (4978.910000 sec): 3 clusters
  Score: Raw -496726.729601 + Penalty 4039.040468 = -492687.689133
  nChanged 2
		SP:Iteration 28Q (4978.920000 sec): 3 clusters
  Score: Raw -496727.489596 + Penalty 4039.040468 = -492688.449128
  nChanged 2
		SP:Iteration 29Q (4978.930000 sec): 3 clusters
  Score: Raw -496727.937324 + Penalty 4039.040468 = -492688.896856
  nChanged 3
		SP:Iteration 30Q (4978.940000 sec): 3 clusters
  Score: Raw -496729.930643 + Penalty 4039.040468 = -492690.890175
  nChanged 5
		SP:Iteration 31Q (4978.950000 sec): 3 clusters
  Score: Raw -496732.170028 + Penalty 4039.040468 = -492693.129560
  nChanged 3
		SP:Iteration 32Q (4978.960000 sec): 3 clusters
  Score: Raw -496733.778527 + Penalty 4039.040468 = -492694.738059
  nChanged 4
		SP:Iteration 33Q (4978.970000 sec): 3 clusters
  Score: Raw -496735.848140 + Penalty 4039.040468 = -492696.807672
  nChanged 3
		SP:Iteration 34Q (4978.980000 sec): 3 clusters
  Score: Raw -496736.813307 + Penalty 4039.040468 = -492697.772839
  nChanged 2
		SP:Iteration 35Q (4978.990000 sec): 3 clusters
  Score: Raw -496738.557477 + Penalty 4039.040468 = -492699.517008
  nChanged 5
		SP:Iteration 36Q (4979.000000 sec): 3 clusters
  Score: Raw -496740.798749 + Penalty 4039.040468 = -492701.758281
  nChanged 5
		SP:Iteration 37Q (4979.010000 sec): 3 clusters
  Score: Raw -496743.192868 + Penalty 4039.040468 = -492704.152400
  nChanged 3
		SP:Iteration 38Q (4979.020000 sec): 3 clusters
  Score: Raw -496744.061429 + Penalty 4039.040468 = -492705.020961
  nChanged 1
		SP:Iteration 39Q (4979.030000 sec): 3 clusters
  Score: Raw -496744.458724 + Penalty 4039.040468 = -492705.418256
  nChanged 4
		SP:Iteration 40F (4979.040000 sec): 3 clusters
  Score: Raw -496746.280666 + Penalty 4039.040468 = -492707.240198
  nChanged 2
		SP:Iteration 41Q (4979.050000 sec): 3 clusters
  Score: Raw -496747.288153 + Penalty 4039.040468 = -492708.247685
  nChanged 1
		SP:Iteration 42Q (4979.060000 sec): 3 clusters
  Score: Raw -496747.493927 + Penalty 4039.040468 = -492708.453459
  nChanged 0
		SP:Iteration 43F (4979.070000 sec): 3 clusters
  Score: Raw -496747.493927 + Penalty 4039.040468 = -492708.453459
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4979.080000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4979.080000 sec): 3 clusters
  Score: Raw -126936.352383 + Penalty 3350.283633 = -123586.068750
  nChanged 203
		SP:Iteration 1F (4979.090000 sec): 3 clusters
  Score: Raw -127170.351304 + Penalty 3350.283633 = -123820.067670
  nChanged 40
		SP:Iteration 2Q (4979.090000 sec): 3 clusters
  Score: Raw -127232.121115 + Penalty 3350.283633 = -123881.837481
  nChanged 12
		SP:Iteration 3Q (4979.090000 sec): 3 clusters
  Score: Raw -127253.771412 + Penalty 3350.283633 = -123903.487779
  nChanged 13
		SP:Iteration 4Q (4979.090000 sec): 3 clusters
  Score: Raw -127288.065498 + Penalty 3350.283633 = -123937.781865
  nChanged 15
		SP:Iteration 5Q (4979.100000 sec): 3 clusters
  Score: Raw -127310.230214 + Penalty 3350.283633 = -123959.946581
  nChanged 11
		SP:Iteration 6Q (4979.100000 sec): 3 clusters
  Score: Raw -127327.741733 + Penalty 3350.283633 = -123977.458099
  nChanged 7
		SP:Iteration 7Q (4979.100000 sec): 3 clusters
  Score: Raw -127337.222490 + Penalty 3350.283633 = -123986.938856
  nChanged 6
		SP:Iteration 8Q (4979.110000 sec): 3 clusters
  Score: Raw -127346.725344 + Penalty 3350.283633 = -123996.441710
  nChanged 3
		SP:Iteration 9Q (4979.110000 sec): 3 clusters
  Score: Raw -127357.589501 + Penalty 3350.283633 = -124007.305868
  nChanged 3
		SP:Iteration 10Q (4979.110000 sec): 3 clusters
  Score: Raw -127360.479592 + Penalty 3350.283633 = -124010.195959
  nChanged 4
		SP:Iteration 11Q (4979.110000 sec): 3 clusters
  Score: Raw -127363.321495 + Penalty 3350.283633 = -124013.037862
  nChanged 4
		SP:Iteration 12Q (4979.120000 sec): 3 clusters
  Score: Raw -127369.410372 + Penalty 3350.283633 = -124019.126738
  nChanged 3
		SP:Iteration 13Q (4979.120000 sec): 3 clusters
  Score: Raw -127372.525024 + Penalty 3350.283633 = -124022.241391
  nChanged 1
		SP:Iteration 14Q (4979.120000 sec): 3 clusters
  Score: Raw -127373.137919 + Penalty 3350.283633 = -124022.854285
  nChanged 0
		SP:Iteration 15F (4979.130000 sec): 3 clusters
  Score: Raw -127373.137919 + Penalty 3350.283633 = -124022.854285
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (1294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4979.130000 sec): 2 clusters
  Score: Raw -159837.689203 + Penalty 1777.042382 = -158060.646821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4979.140000 sec): 3 clusters
  Score: Raw -159576.118687 + Penalty 3554.084764 = -156022.033923
  nChanged 414
		SP:Iteration 1F (4979.140000 sec): 3 clusters
  Score: Raw -161156.956036 + Penalty 3554.084764 = -157602.871273
  nChanged 192
		SP:Iteration 2F (4979.150000 sec): 3 clusters
  Score: Raw -162239.735427 + Penalty 3554.084764 = -158685.650663
  nChanged 149
		SP:Iteration 3F (4979.150000 sec): 3 clusters
  Score: Raw -162842.090553 + Penalty 3554.084764 = -159288.005790
  nChanged 81
		SP:Iteration 4F (4979.160000 sec): 3 clusters
  Score: Raw -163245.808985 + Penalty 3554.084764 = -159691.724221
  nChanged 54
		SP:Iteration 5Q (4979.160000 sec): 3 clusters
  Score: Raw -163444.518127 + Penalty 3554.084764 = -159890.433363
  nChanged 25
		SP:Iteration 6Q (4979.160000 sec): 3 clusters
  Score: Raw -163532.396605 + Penalty 3554.084764 = -159978.311841
  nChanged 15
		SP:Iteration 7Q (4979.170000 sec): 3 clusters
  Score: Raw -163562.807545 + Penalty 3554.084764 = -160008.722781
  nChanged 13
		SP:Iteration 8Q (4979.170000 sec): 3 clusters
  Score: Raw -163605.566429 + Penalty 3554.084764 = -160051.481666
  nChanged 9
		SP:Iteration 9Q (4979.170000 sec): 3 clusters
  Score: Raw -163640.403239 + Penalty 3554.084764 = -160086.318476
  nChanged 8
		SP:Iteration 10Q (4979.180000 sec): 3 clusters
  Score: Raw -163664.865464 + Penalty 3554.084764 = -160110.780700
  nChanged 4
		SP:Iteration 11Q (4979.180000 sec): 3 clusters
  Score: Raw -163679.238912 + Penalty 3554.084764 = -160125.154149
  nChanged 2
		SP:Iteration 12Q (4979.190000 sec): 3 clusters
  Score: Raw -163686.144603 + Penalty 3554.084764 = -160132.059839
  nChanged 2
		SP:Iteration 13Q (4979.190000 sec): 3 clusters
  Score: Raw -163692.174201 + Penalty 3554.084764 = -160138.089437
  nChanged 2
		SP:Iteration 14Q (4979.190000 sec): 3 clusters
  Score: Raw -163695.947425 + Penalty 3554.084764 = -160141.862661
  nChanged 2
		SP:Iteration 15Q (4979.190000 sec): 3 clusters
  Score: Raw -163699.679222 + Penalty 3554.084764 = -160145.594458
  nChanged 2
		SP:Iteration 16Q (4979.200000 sec): 3 clusters
  Score: Raw -163702.863045 + Penalty 3554.084764 = -160148.778282
  nChanged 5
		SP:Iteration 17Q (4979.200000 sec): 3 clusters
  Score: Raw -163715.829199 + Penalty 3554.084764 = -160161.744435
  nChanged 2
		SP:Iteration 18Q (4979.200000 sec): 3 clusters
  Score: Raw -163721.791135 + Penalty 3554.084764 = -160167.706372
  nChanged 3
		SP:Iteration 19Q (4979.210000 sec): 3 clusters
  Score: Raw -163729.378187 + Penalty 3554.084764 = -160175.293423
  nChanged 5
		SP:Iteration 20F (4979.210000 sec): 3 clusters
  Score: Raw -163741.852387 + Penalty 3554.084764 = -160187.767623
  nChanged 5
		SP:Iteration 21Q (4979.210000 sec): 3 clusters
  Score: Raw -163759.005950 + Penalty 3554.084764 = -160204.921186
  nChanged 2
		SP:Iteration 22Q (4979.220000 sec): 3 clusters
  Score: Raw -163766.048000 + Penalty 3554.084764 = -160211.963236
  nChanged 1
		SP:Iteration 23Q (4979.220000 sec): 3 clusters
  Score: Raw -163775.513019 + Penalty 3554.084764 = -160221.428255
  nChanged 1
		SP:Iteration 24Q (4979.230000 sec): 3 clusters
  Score: Raw -163780.737961 + Penalty 3554.084764 = -160226.653197
  nChanged 2
		SP:Iteration 25Q (4979.230000 sec): 3 clusters
  Score: Raw -163802.769114 + Penalty 3554.084764 = -160248.684351
  nChanged 2
		SP:Iteration 26Q (4979.230000 sec): 3 clusters
  Score: Raw -163822.737577 + Penalty 3554.084764 = -160268.652813
  nChanged 0
		SP:Iteration 27F (4979.240000 sec): 3 clusters
  Score: Raw -163822.737577 + Penalty 3554.084764 = -160268.652813
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 29.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4979.290000 sec): 2 clusters
  Score: Raw -2044294.936569 + Penalty 2362.219373 = -2041932.717196
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4979.340000 sec): 3 clusters
  Score: Raw -2036631.300082 + Penalty 4724.438746 = -2031906.861336
  nChanged 5861
		SP:Iteration 1F (4979.390000 sec): 3 clusters
  Score: Raw -2039812.744373 + Penalty 4724.438746 = -2035088.305627
  nChanged 840
		SP:Iteration 2F (4979.430000 sec): 3 clusters
  Score: Raw -2040153.136543 + Penalty 4724.438746 = -2035428.697798
  nChanged 640
		SP:Iteration 3Q (4979.480000 sec): 3 clusters
  Score: Raw -2040404.994843 + Penalty 4724.438746 = -2035680.556097
  nChanged 559
		SP:Iteration 4Q (4979.530000 sec): 3 clusters
  Score: Raw -2040617.003740 + Penalty 4724.438746 = -2035892.564994
  nChanged 474
		SP:Iteration 5Q (4979.580000 sec): 3 clusters
  Score: Raw -2040812.436662 + Penalty 4724.438746 = -2036087.997916
  nChanged 486
		SP:Iteration 6Q (4979.630000 sec): 3 clusters
  Score: Raw -2041036.167934 + Penalty 4724.438746 = -2036311.729188
  nChanged 505
		SP:Iteration 7Q (4979.680000 sec): 3 clusters
  Score: Raw -2041265.266228 + Penalty 4724.438746 = -2036540.827482
  nChanged 518
		SP:Iteration 8Q (4979.730000 sec): 3 clusters
  Score: Raw -2041521.061243 + Penalty 4724.438746 = -2036796.622497
  nChanged 550
		SP:Iteration 9Q (4979.780000 sec): 3 clusters
  Score: Raw -2041799.318985 + Penalty 4724.438746 = -2037074.880239
  nChanged 528
		SP:Iteration 10Q (4979.830000 sec): 3 clusters
  Score: Raw -2042112.816617 + Penalty 4724.438746 = -2037388.377871
  nChanged 597
		SP:Iteration 11Q (4979.880000 sec): 3 clusters
  Score: Raw -2042542.914595 + Penalty 4724.438746 = -2037818.475849
  nChanged 602
		SP:Iteration 12Q (4979.930000 sec): 3 clusters
  Score: Raw -2042999.194838 + Penalty 4724.438746 = -2038274.756092
  nChanged 529
		SP:Iteration 13Q (4979.970000 sec): 3 clusters
  Score: Raw -2043427.434016 + Penalty 4724.438746 = -2038702.995270
  nChanged 402
		SP:Iteration 14Q (4980.020000 sec): 3 clusters
  Score: Raw -2043761.857466 + Penalty 4724.438746 = -2039037.418720
  nChanged 338
		SP:Iteration 15Q (4980.070000 sec): 3 clusters
  Score: Raw -2044045.963214 + Penalty 4724.438746 = -2039321.524468
  nChanged 238
		SP:Iteration 16Q (4980.110000 sec): 3 clusters
  Score: Raw -2044237.404699 + Penalty 4724.438746 = -2039512.965954
  nChanged 175
		SP:Iteration 17Q (4980.150000 sec): 3 clusters
  Score: Raw -2044354.331903 + Penalty 4724.438746 = -2039629.893158
  nChanged 112
		SP:Iteration 18Q (4980.190000 sec): 3 clusters
  Score: Raw -2044412.474121 + Penalty 4724.438746 = -2039688.035375
  nChanged 82
		SP:Iteration 19Q (4980.230000 sec): 3 clusters
  Score: Raw -2044453.067657 + Penalty 4724.438746 = -2039728.628911
  nChanged 81
		SP:Iteration 20F (4980.280000 sec): 3 clusters
  Score: Raw -2044497.491559 + Penalty 4724.438746 = -2039773.052813
  nChanged 49
		SP:Iteration 21Q (4980.320000 sec): 3 clusters
  Score: Raw -2044522.573914 + Penalty 4724.438746 = -2039798.135168
  nChanged 37
		SP:Iteration 22Q (4980.360000 sec): 3 clusters
  Score: Raw -2044536.556901 + Penalty 4724.438746 = -2039812.118156
  nChanged 29
		SP:Iteration 23Q (4980.400000 sec): 3 clusters
  Score: Raw -2044551.556339 + Penalty 4724.438746 = -2039827.117593
  nChanged 23
		SP:Iteration 24Q (4980.430000 sec): 3 clusters
  Score: Raw -2044560.846916 + Penalty 4724.438746 = -2039836.408170
  nChanged 20
		SP:Iteration 25Q (4980.470000 sec): 3 clusters
  Score: Raw -2044569.874336 + Penalty 4724.438746 = -2039845.435590
  nChanged 17
		SP:Iteration 26Q (4980.510000 sec): 3 clusters
  Score: Raw -2044576.679314 + Penalty 4724.438746 = -2039852.240569
  nChanged 11
		SP:Iteration 27Q (4980.550000 sec): 3 clusters
  Score: Raw -2044582.053050 + Penalty 4724.438746 = -2039857.614304
  nChanged 15
		SP:Iteration 28Q (4980.580000 sec): 3 clusters
  Score: Raw -2044588.295135 + Penalty 4724.438746 = -2039863.856389
  nChanged 19
		SP:Iteration 29Q (4980.620000 sec): 3 clusters
  Score: Raw -2044598.825307 + Penalty 4724.438746 = -2039874.386562
  nChanged 18
		SP:Iteration 30Q (4980.660000 sec): 3 clusters
  Score: Raw -2044607.694427 + Penalty 4724.438746 = -2039883.255681
  nChanged 21
		SP:Iteration 31Q (4980.690000 sec): 3 clusters
  Score: Raw -2044618.477521 + Penalty 4724.438746 = -2039894.038776
  nChanged 15
		SP:Iteration 32Q (4980.730000 sec): 3 clusters
  Score: Raw -2044625.220387 + Penalty 4724.438746 = -2039900.781641
  nChanged 4
		SP:Iteration 33Q (4980.770000 sec): 3 clusters
  Score: Raw -2044627.185042 + Penalty 4724.438746 = -2039902.746296
  nChanged 3
		SP:Iteration 34Q (4980.810000 sec): 3 clusters
  Score: Raw -2044628.028515 + Penalty 4724.438746 = -2039903.589769
  nChanged 1
		SP:Iteration 35Q (4980.840000 sec): 3 clusters
  Score: Raw -2044628.310608 + Penalty 4724.438746 = -2039903.871862
  nChanged 1
		SP:Iteration 36Q (4980.880000 sec): 3 clusters
  Score: Raw -2044628.822704 + Penalty 4724.438746 = -2039904.383958
  nChanged 2
		SP:Iteration 37Q (4980.920000 sec): 3 clusters
  Score: Raw -2044629.768628 + Penalty 4724.438746 = -2039905.329882
  nChanged 2
		SP:Iteration 38Q (4980.950000 sec): 3 clusters
  Score: Raw -2044630.921910 + Penalty 4724.438746 = -2039906.483165
  nChanged 5
		SP:Iteration 39Q (4980.990000 sec): 3 clusters
  Score: Raw -2044633.241331 + Penalty 4724.438746 = -2039908.802585
  nChanged 4
		SP:Iteration 40F (4981.040000 sec): 3 clusters
  Score: Raw -2044634.836630 + Penalty 4724.438746 = -2039910.397885
  nChanged 2
		SP:Iteration 41Q (4981.080000 sec): 3 clusters
  Score: Raw -2044635.233679 + Penalty 4724.438746 = -2039910.794933
  nChanged 0
		SP:Iteration 42F (4981.130000 sec): 3 clusters
  Score: Raw -2044635.233679 + Penalty 4724.438746 = -2039910.794933
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69725 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4981.360000 sec): 2 clusters
  Score: Raw -10196498.751899 + Penalty 2765.773925 = -10193732.977974
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4981.620000 sec): 3 clusters
  Score: Raw -10152458.735221 + Penalty 5531.547849 = -10146927.187372
  nChanged 32509
		SP:Iteration 1F (4981.870000 sec): 3 clusters
  Score: Raw -10170896.436588 + Penalty 5531.547849 = -10165364.888738
  nChanged 2706
		SP:Iteration 2Q (4982.130000 sec): 3 clusters
  Score: Raw -10171804.236385 + Penalty 5531.547849 = -10166272.688535
  nChanged 3128
		SP:Iteration 3Q (4982.400000 sec): 3 clusters
  Score: Raw -10173163.519376 + Penalty 5531.547849 = -10167631.971526
  nChanged 3879
		SP:Iteration 4F (4982.650000 sec): 3 clusters
  Score: Raw -10175308.727992 + Penalty 5531.547849 = -10169777.180143
  nChanged 4973
		SP:Iteration 5F (4982.910000 sec): 3 clusters
  Score: Raw -10178849.595869 + Penalty 5531.547849 = -10173318.048019
  nChanged 6004
		SP:Iteration 6F (4983.170000 sec): 3 clusters
  Score: Raw -10184099.453323 + Penalty 5531.547849 = -10178567.905474
  nChanged 5965
		SP:Iteration 7F (4983.420000 sec): 3 clusters
  Score: Raw -10189979.998639 + Penalty 5531.547849 = -10184448.450790
  nChanged 4127
		SP:Iteration 8F (4983.670000 sec): 3 clusters
  Score: Raw -10194037.156254 + Penalty 5531.547849 = -10188505.608404
  nChanged 1848
		SP:Iteration 9Q (4983.890000 sec): 3 clusters
  Score: Raw -10195784.101724 + Penalty 5531.547849 = -10190252.553874
  nChanged 611
		SP:Iteration 10Q (4984.090000 sec): 3 clusters
  Score: Raw -10196366.844247 + Penalty 5531.547849 = -10190835.296397
  nChanged 174
		SP:Iteration 11Q (4984.280000 sec): 3 clusters
  Score: Raw -10196586.940636 + Penalty 5531.547849 = -10191055.392787
  nChanged 72
		SP:Iteration 12Q (4984.450000 sec): 3 clusters
  Score: Raw -10196688.220800 + Penalty 5531.547849 = -10191156.672950
  nChanged 28
		SP:Iteration 13Q (4984.630000 sec): 3 clusters
  Score: Raw -10196729.798630 + Penalty 5531.547849 = -10191198.250780
  nChanged 21
		SP:Iteration 14Q (4984.810000 sec): 3 clusters
  Score: Raw -10196773.710424 + Penalty 5531.547849 = -10191242.162575
  nChanged 17
		SP:Iteration 15Q (4984.990000 sec): 3 clusters
  Score: Raw -10196804.940599 + Penalty 5531.547849 = -10191273.392749
  nChanged 11
		SP:Iteration 16Q (4985.160000 sec): 3 clusters
  Score: Raw -10196828.850173 + Penalty 5531.547849 = -10191297.302323
  nChanged 5
		SP:Iteration 17Q (4985.330000 sec): 3 clusters
  Score: Raw -10196836.491237 + Penalty 5531.547849 = -10191304.943388
  nChanged 2
		SP:Iteration 18Q (4985.510000 sec): 3 clusters
  Score: Raw -10196840.422830 + Penalty 5531.547849 = -10191308.874981
  nChanged 3
		SP:Iteration 19Q (4985.680000 sec): 3 clusters
  Score: Raw -10196843.038520 + Penalty 5531.547849 = -10191311.490671
  nChanged 2
		SP:Iteration 20F (4985.930000 sec): 3 clusters
  Score: Raw -10196847.108049 + Penalty 5531.547849 = -10191315.560200
  nChanged 1
		SP:Iteration 21Q (4986.110000 sec): 3 clusters
  Score: Raw -10196852.058870 + Penalty 5531.547849 = -10191320.511020
  nChanged 2
		SP:Iteration 22Q (4986.280000 sec): 3 clusters
  Score: Raw -10196856.435383 + Penalty 5531.547849 = -10191324.887533
  nChanged 1
		SP:Iteration 23Q (4986.450000 sec): 3 clusters
  Score: Raw -10196856.960204 + Penalty 5531.547849 = -10191325.412354
  nChanged 0
		SP:Iteration 24F (4986.710000 sec): 3 clusters
  Score: Raw -10196856.960204 + Penalty 5531.547849 = -10191325.412354
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2723 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4986.740000 sec): 2 clusters
  Score: Raw -385965.745451 + Penalty 1961.553394 = -384004.192057
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4986.750000 sec): 3 clusters
  Score: Raw -384816.685697 + Penalty 3923.106788 = -380893.578909
  nChanged 954
		SP:Iteration 1F (4986.760000 sec): 3 clusters
  Score: Raw -385406.813058 + Penalty 3923.106788 = -381483.706270
  nChanged 208
		SP:Iteration 2F (4986.770000 sec): 3 clusters
  Score: Raw -385551.340292 + Penalty 3923.106788 = -381628.233503
  nChanged 122
		SP:Iteration 3Q (4986.780000 sec): 3 clusters
  Score: Raw -385630.108511 + Penalty 3923.106788 = -381707.001723
  nChanged 82
		SP:Iteration 4Q (4986.790000 sec): 3 clusters
  Score: Raw -385680.983958 + Penalty 3923.106788 = -381757.877170
  nChanged 58
		SP:Iteration 5Q (4986.800000 sec): 3 clusters
  Score: Raw -385717.108954 + Penalty 3923.106788 = -381794.002165
  nChanged 40
		SP:Iteration 6Q (4986.810000 sec): 3 clusters
  Score: Raw -385739.451602 + Penalty 3923.106788 = -381816.344814
  nChanged 27
		SP:Iteration 7Q (4986.820000 sec): 3 clusters
  Score: Raw -385751.726316 + Penalty 3923.106788 = -381828.619528
  nChanged 19
		SP:Iteration 8Q (4986.830000 sec): 3 clusters
  Score: Raw -385763.787571 + Penalty 3923.106788 = -381840.680783
  nChanged 20
		SP:Iteration 9Q (4986.840000 sec): 3 clusters
  Score: Raw -385774.725267 + Penalty 3923.106788 = -381851.618479
  nChanged 20
		SP:Iteration 10Q (4986.850000 sec): 3 clusters
  Score: Raw -385786.773263 + Penalty 3923.106788 = -381863.666475
  nChanged 20
		SP:Iteration 11Q (4986.860000 sec): 3 clusters
  Score: Raw -385796.701427 + Penalty 3923.106788 = -381873.594638
  nChanged 18
		SP:Iteration 12Q (4986.870000 sec): 3 clusters
  Score: Raw -385806.480442 + Penalty 3923.106788 = -381883.373654
  nChanged 19
		SP:Iteration 13Q (4986.880000 sec): 3 clusters
  Score: Raw -385813.822332 + Penalty 3923.106788 = -381890.715543
  nChanged 8
		SP:Iteration 14Q (4986.890000 sec): 3 clusters
  Score: Raw -385819.127704 + Penalty 3923.106788 = -381896.020915
  nChanged 8
		SP:Iteration 15Q (4986.900000 sec): 3 clusters
  Score: Raw -385821.816028 + Penalty 3923.106788 = -381898.709240
  nChanged 7
		SP:Iteration 16Q (4986.910000 sec): 3 clusters
  Score: Raw -385825.407235 + Penalty 3923.106788 = -381902.300447
  nChanged 9
		SP:Iteration 17Q (4986.920000 sec): 3 clusters
  Score: Raw -385833.312275 + Penalty 3923.106788 = -381910.205486
  nChanged 9
		SP:Iteration 18Q (4986.930000 sec): 3 clusters
  Score: Raw -385839.245816 + Penalty 3923.106788 = -381916.139028
  nChanged 10
		SP:Iteration 19Q (4986.940000 sec): 3 clusters
  Score: Raw -385843.483362 + Penalty 3923.106788 = -381920.376574
  nChanged 7
		SP:Iteration 20F (4986.950000 sec): 3 clusters
  Score: Raw -385845.352271 + Penalty 3923.106788 = -381922.245482
  nChanged 3
		SP:Iteration 21Q (4986.950000 sec): 3 clusters
  Score: Raw -385847.059943 + Penalty 3923.106788 = -381923.953154
  nChanged 4
		SP:Iteration 22Q (4986.970000 sec): 3 clusters
  Score: Raw -385850.525374 + Penalty 3923.106788 = -381927.418586
  nChanged 8
		SP:Iteration 23Q (4986.970000 sec): 3 clusters
  Score: Raw -385854.616168 + Penalty 3923.106788 = -381931.509380
  nChanged 9
		SP:Iteration 24Q (4986.990000 sec): 3 clusters
  Score: Raw -385859.251765 + Penalty 3923.106788 = -381936.144976
  nChanged 8
		SP:Iteration 25Q (4986.990000 sec): 3 clusters
  Score: Raw -385862.519514 + Penalty 3923.106788 = -381939.412725
  nChanged 5
		SP:Iteration 26Q (4987.010000 sec): 3 clusters
  Score: Raw -385864.402532 + Penalty 3923.106788 = -381941.295743
  nChanged 2
		SP:Iteration 27Q (4987.010000 sec): 3 clusters
  Score: Raw -385865.208996 + Penalty 3923.106788 = -381942.102207
  nChanged 5
		SP:Iteration 28Q (4987.020000 sec): 3 clusters
  Score: Raw -385866.779746 + Penalty 3923.106788 = -381943.672958
  nChanged 3
		SP:Iteration 29Q (4987.030000 sec): 3 clusters
  Score: Raw -385867.556692 + Penalty 3923.106788 = -381944.449904
  nChanged 1
		SP:Iteration 30Q (4987.040000 sec): 3 clusters
  Score: Raw -385868.088220 + Penalty 3923.106788 = -381944.981432
  nChanged 0
		SP:Iteration 31F (4987.050000 sec): 3 clusters
  Score: Raw -385868.088220 + Penalty 3923.106788 = -381944.981432
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4987.060000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4987.060000 sec): 3 clusters
  Score: Raw -168819.369741 + Penalty 3494.272938 = -165325.096803
  nChanged 313
		SP:Iteration 1F (4987.060000 sec): 3 clusters
  Score: Raw -169125.170733 + Penalty 3494.272938 = -165630.897795
  nChanged 77
		SP:Iteration 2F (4987.070000 sec): 3 clusters
  Score: Raw -169212.660536 + Penalty 3494.272938 = -165718.387598
  nChanged 35
		SP:Iteration 3Q (4987.070000 sec): 3 clusters
  Score: Raw -169257.229519 + Penalty 3494.272938 = -165762.956581
  nChanged 22
		SP:Iteration 4Q (4987.080000 sec): 3 clusters
  Score: Raw -169277.748120 + Penalty 3494.272938 = -165783.475182
  nChanged 12
		SP:Iteration 5Q (4987.080000 sec): 3 clusters
  Score: Raw -169295.774495 + Penalty 3494.272938 = -165801.501557
  nChanged 7
		SP:Iteration 6Q (4987.090000 sec): 3 clusters
  Score: Raw -169301.491145 + Penalty 3494.272938 = -165807.218207
  nChanged 6
		SP:Iteration 7Q (4987.090000 sec): 3 clusters
  Score: Raw -169308.858274 + Penalty 3494.272938 = -165814.585336
  nChanged 7
		SP:Iteration 8Q (4987.090000 sec): 3 clusters
  Score: Raw -169318.167943 + Penalty 3494.272938 = -165823.895005
  nChanged 5
		SP:Iteration 9Q (4987.100000 sec): 3 clusters
  Score: Raw -169322.496859 + Penalty 3494.272938 = -165828.223921
  nChanged 5
		SP:Iteration 10Q (4987.100000 sec): 3 clusters
  Score: Raw -169326.603870 + Penalty 3494.272938 = -165832.330932
  nChanged 4
		SP:Iteration 11Q (4987.110000 sec): 3 clusters
  Score: Raw -169331.351402 + Penalty 3494.272938 = -165837.078464
  nChanged 3
		SP:Iteration 12Q (4987.110000 sec): 3 clusters
  Score: Raw -169335.533610 + Penalty 3494.272938 = -165841.260672
  nChanged 4
		SP:Iteration 13Q (4987.110000 sec): 3 clusters
  Score: Raw -169340.062748 + Penalty 3494.272938 = -165845.789810
  nChanged 3
		SP:Iteration 14Q (4987.120000 sec): 3 clusters
  Score: Raw -169343.132807 + Penalty 3494.272938 = -165848.859869
  nChanged 3
		SP:Iteration 15Q (4987.120000 sec): 3 clusters
  Score: Raw -169346.532019 + Penalty 3494.272938 = -165852.259081
  nChanged 2
		SP:Iteration 16Q (4987.130000 sec): 3 clusters
  Score: Raw -169348.667348 + Penalty 3494.272938 = -165854.394410
  nChanged 0
		SP:Iteration 17F (4987.130000 sec): 3 clusters
  Score: Raw -169348.667348 + Penalty 3494.272938 = -165854.394410
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1848 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4987.140000 sec): 2 clusters
  Score: Raw -257511.669752 + Penalty 1865.421095 = -255646.248658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4987.140000 sec): 3 clusters
  Score: Raw -257005.599514 + Penalty 3730.842189 = -253274.757325
  nChanged 623
		SP:Iteration 1F (4987.150000 sec): 3 clusters
  Score: Raw -257725.159564 + Penalty 3730.842189 = -253994.317375
  nChanged 194
		SP:Iteration 2F (4987.160000 sec): 3 clusters
  Score: Raw -257968.099157 + Penalty 3730.842189 = -254237.256968
  nChanged 105
		SP:Iteration 3F (4987.160000 sec): 3 clusters
  Score: Raw -258128.918113 + Penalty 3730.842189 = -254398.075924
  nChanged 95
		SP:Iteration 4F (4987.170000 sec): 3 clusters
  Score: Raw -258284.512875 + Penalty 3730.842189 = -254553.670686
  nChanged 74
		SP:Iteration 5Q (4987.180000 sec): 3 clusters
  Score: Raw -258400.228991 + Penalty 3730.842189 = -254669.386802
  nChanged 52
		SP:Iteration 6Q (4987.180000 sec): 3 clusters
  Score: Raw -258458.510645 + Penalty 3730.842189 = -254727.668456
  nChanged 29
		SP:Iteration 7Q (4987.190000 sec): 3 clusters
  Score: Raw -258478.568436 + Penalty 3730.842189 = -254747.726247
  nChanged 16
		SP:Iteration 8Q (4987.190000 sec): 3 clusters
  Score: Raw -258490.493512 + Penalty 3730.842189 = -254759.651323
  nChanged 11
		SP:Iteration 9Q (4987.200000 sec): 3 clusters
  Score: Raw -258500.630080 + Penalty 3730.842189 = -254769.787891
  nChanged 5
		SP:Iteration 10Q (4987.210000 sec): 3 clusters
  Score: Raw -258509.717195 + Penalty 3730.842189 = -254778.875006
  nChanged 4
		SP:Iteration 11Q (4987.210000 sec): 3 clusters
  Score: Raw -258517.354219 + Penalty 3730.842189 = -254786.512030
  nChanged 6
		SP:Iteration 12Q (4987.220000 sec): 3 clusters
  Score: Raw -258522.725178 + Penalty 3730.842189 = -254791.882988
  nChanged 1
		SP:Iteration 13Q (4987.230000 sec): 3 clusters
  Score: Raw -258523.003930 + Penalty 3730.842189 = -254792.161741
  nChanged 2
		SP:Iteration 14Q (4987.230000 sec): 3 clusters
  Score: Raw -258524.098185 + Penalty 3730.842189 = -254793.255996
  nChanged 1
		SP:Iteration 15Q (4987.240000 sec): 3 clusters
  Score: Raw -258524.553641 + Penalty 3730.842189 = -254793.711452
  nChanged 0
		SP:Iteration 16F (4987.250000 sec): 3 clusters
  Score: Raw -258524.553641 + Penalty 3730.842189 = -254793.711452
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (11492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4987.290000 sec): 2 clusters
  Score: Raw -1755432.024497 + Penalty 2318.652792 = -1753113.371705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4987.330000 sec): 3 clusters
  Score: Raw -1749113.672878 + Penalty 4637.305584 = -1744476.367294
  nChanged 4875
		SP:Iteration 1F (4987.370000 sec): 3 clusters
  Score: Raw -1751683.914943 + Penalty 4637.305584 = -1747046.609359
  nChanged 706
		SP:Iteration 2F (4987.410000 sec): 3 clusters
  Score: Raw -1752001.884815 + Penalty 4637.305584 = -1747364.579231
  nChanged 558
		SP:Iteration 3Q (4987.450000 sec): 3 clusters
  Score: Raw -1752224.329278 + Penalty 4637.305584 = -1747587.023694
  nChanged 423
		SP:Iteration 4Q (4987.490000 sec): 3 clusters
  Score: Raw -1752386.213266 + Penalty 4637.305584 = -1747748.907682
  nChanged 399
		SP:Iteration 5Q (4987.530000 sec): 3 clusters
  Score: Raw -1752543.579897 + Penalty 4637.305584 = -1747906.274313
  nChanged 387
		SP:Iteration 6Q (4987.570000 sec): 3 clusters
  Score: Raw -1752692.366839 + Penalty 4637.305584 = -1748055.061255
  nChanged 345
		SP:Iteration 7Q (4987.610000 sec): 3 clusters
  Score: Raw -1752803.509880 + Penalty 4637.305584 = -1748166.204296
  nChanged 285
		SP:Iteration 8Q (4987.650000 sec): 3 clusters
  Score: Raw -1752891.966181 + Penalty 4637.305584 = -1748254.660597
  nChanged 259
		SP:Iteration 9Q (4987.700000 sec): 3 clusters
  Score: Raw -1752967.907865 + Penalty 4637.305584 = -1748330.602281
  nChanged 219
		SP:Iteration 10Q (4987.740000 sec): 3 clusters
  Score: Raw -1753029.689550 + Penalty 4637.305584 = -1748392.383965
  nChanged 203
		SP:Iteration 11Q (4987.780000 sec): 3 clusters
  Score: Raw -1753088.358234 + Penalty 4637.305584 = -1748451.052649
  nChanged 193
		SP:Iteration 12Q (4987.820000 sec): 3 clusters
  Score: Raw -1753143.641614 + Penalty 4637.305584 = -1748506.336029
  nChanged 217
		SP:Iteration 13Q (4987.860000 sec): 3 clusters
  Score: Raw -1753207.833036 + Penalty 4637.305584 = -1748570.527451
  nChanged 214
		SP:Iteration 14Q (4987.900000 sec): 3 clusters
  Score: Raw -1753268.209110 + Penalty 4637.305584 = -1748630.903525
  nChanged 208
		SP:Iteration 15Q (4987.940000 sec): 3 clusters
  Score: Raw -1753334.177663 + Penalty 4637.305584 = -1748696.872078
  nChanged 223
		SP:Iteration 16Q (4987.980000 sec): 3 clusters
  Score: Raw -1753404.593146 + Penalty 4637.305584 = -1748767.287562
  nChanged 246
		SP:Iteration 17Q (4988.030000 sec): 3 clusters
  Score: Raw -1753496.013998 + Penalty 4637.305584 = -1748858.708414
  nChanged 263
		SP:Iteration 18Q (4988.070000 sec): 3 clusters
  Score: Raw -1753600.166183 + Penalty 4637.305584 = -1748962.860599
  nChanged 297
		SP:Iteration 19Q (4988.110000 sec): 3 clusters
  Score: Raw -1753727.877309 + Penalty 4637.305584 = -1749090.571725
  nChanged 326
		SP:Iteration 20F (4988.150000 sec): 3 clusters
  Score: Raw -1753892.485301 + Penalty 4637.305584 = -1749255.179717
  nChanged 347
		SP:Iteration 21Q (4988.190000 sec): 3 clusters
  Score: Raw -1754090.093701 + Penalty 4637.305584 = -1749452.788117
  nChanged 384
		SP:Iteration 22Q (4988.230000 sec): 3 clusters
  Score: Raw -1754315.147694 + Penalty 4637.305584 = -1749677.842110
  nChanged 388
		SP:Iteration 23Q (4988.270000 sec): 3 clusters
  Score: Raw -1754553.022257 + Penalty 4637.305584 = -1749915.716673
  nChanged 373
		SP:Iteration 24Q (4988.310000 sec): 3 clusters
  Score: Raw -1754801.956463 + Penalty 4637.305584 = -1750164.650879
  nChanged 352
		SP:Iteration 25Q (4988.350000 sec): 3 clusters
  Score: Raw -1755034.725071 + Penalty 4637.305584 = -1750397.419487
  nChanged 272
		SP:Iteration 26Q (4988.390000 sec): 3 clusters
  Score: Raw -1755226.054233 + Penalty 4637.305584 = -1750588.748649
  nChanged 213
		SP:Iteration 27Q (4988.430000 sec): 3 clusters
  Score: Raw -1755379.395282 + Penalty 4637.305584 = -1750742.089698
  nChanged 175
		SP:Iteration 28Q (4988.470000 sec): 3 clusters
  Score: Raw -1755514.508830 + Penalty 4637.305584 = -1750877.203246
  nChanged 134
		SP:Iteration 29Q (4988.510000 sec): 3 clusters
  Score: Raw -1755621.817877 + Penalty 4637.305584 = -1750984.512292
  nChanged 94
		SP:Iteration 30Q (4988.550000 sec): 3 clusters
  Score: Raw -1755688.240761 + Penalty 4637.305584 = -1751050.935177
  nChanged 48
		SP:Iteration 31Q (4988.590000 sec): 3 clusters
  Score: Raw -1755717.015182 + Penalty 4637.305584 = -1751079.709598
  nChanged 32
		SP:Iteration 32Q (4988.620000 sec): 3 clusters
  Score: Raw -1755740.702633 + Penalty 4637.305584 = -1751103.397049
  nChanged 27
		SP:Iteration 33Q (4988.660000 sec): 3 clusters
  Score: Raw -1755760.883913 + Penalty 4637.305584 = -1751123.578328
  nChanged 16
		SP:Iteration 34Q (4988.690000 sec): 3 clusters
  Score: Raw -1755772.127029 + Penalty 4637.305584 = -1751134.821444
  nChanged 15
		SP:Iteration 35Q (4988.730000 sec): 3 clusters
  Score: Raw -1755783.193080 + Penalty 4637.305584 = -1751145.887495
  nChanged 13
		SP:Iteration 36Q (4988.760000 sec): 3 clusters
  Score: Raw -1755794.337604 + Penalty 4637.305584 = -1751157.032020
  nChanged 12
		SP:Iteration 37Q (4988.800000 sec): 3 clusters
  Score: Raw -1755803.122585 + Penalty 4637.305584 = -1751165.817001
  nChanged 15
		SP:Iteration 38Q (4988.830000 sec): 3 clusters
  Score: Raw -1755815.918669 + Penalty 4637.305584 = -1751178.613084
  nChanged 12
		SP:Iteration 39Q (4988.870000 sec): 3 clusters
  Score: Raw -1755825.576389 + Penalty 4637.305584 = -1751188.270805
  nChanged 10
		SP:Iteration 40F (4988.910000 sec): 3 clusters
  Score: Raw -1755833.596431 + Penalty 4637.305584 = -1751196.290846
  nChanged 6
		SP:Iteration 41Q (4988.940000 sec): 3 clusters
  Score: Raw -1755839.208075 + Penalty 4637.305584 = -1751201.902490
  nChanged 3
		SP:Iteration 42Q (4988.970000 sec): 3 clusters
  Score: Raw -1755841.677441 + Penalty 4637.305584 = -1751204.371856
  nChanged 4
		SP:Iteration 43Q (4989.010000 sec): 3 clusters
  Score: Raw -1755844.975250 + Penalty 4637.305584 = -1751207.669666
  nChanged 2
		SP:Iteration 44Q (4989.040000 sec): 3 clusters
  Score: Raw -1755845.807666 + Penalty 4637.305584 = -1751208.502082
  nChanged 0
		SP:Iteration 45F (4989.090000 sec): 3 clusters
  Score: Raw -1755845.807666 + Penalty 4637.305584 = -1751208.502082
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4989.130000 sec): 2 clusters
  Score: Raw -1988688.079008 + Penalty 2370.042129 = -1986318.036879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4989.180000 sec): 3 clusters
  Score: Raw -1980695.004697 + Penalty 4740.084257 = -1975954.920440
  nChanged 6029
		SP:Iteration 1F (4989.230000 sec): 3 clusters
  Score: Raw -1984050.730253 + Penalty 4740.084257 = -1979310.645996
  nChanged 899
		SP:Iteration 2F (4989.280000 sec): 3 clusters
  Score: Raw -1984455.450715 + Penalty 4740.084257 = -1979715.366457
  nChanged 722
		SP:Iteration 3F (4989.330000 sec): 3 clusters
  Score: Raw -1984777.838171 + Penalty 4740.084257 = -1980037.753913
  nChanged 651
		SP:Iteration 4Q (4989.380000 sec): 3 clusters
  Score: Raw -1985072.028299 + Penalty 4740.084257 = -1980331.944041
  nChanged 574
		SP:Iteration 5Q (4989.430000 sec): 3 clusters
  Score: Raw -1985338.461961 + Penalty 4740.084257 = -1980598.377703
  nChanged 576
		SP:Iteration 6Q (4989.490000 sec): 3 clusters
  Score: Raw -1985632.334010 + Penalty 4740.084257 = -1980892.249753
  nChanged 591
		SP:Iteration 7Q (4989.530000 sec): 3 clusters
  Score: Raw -1985952.681093 + Penalty 4740.084257 = -1981212.596835
  nChanged 555
		SP:Iteration 8Q (4989.590000 sec): 3 clusters
  Score: Raw -1986274.827167 + Penalty 4740.084257 = -1981534.742910
  nChanged 571
		SP:Iteration 9Q (4989.640000 sec): 3 clusters
  Score: Raw -1986669.101396 + Penalty 4740.084257 = -1981929.017138
  nChanged 591
		SP:Iteration 10Q (4989.690000 sec): 3 clusters
  Score: Raw -1987129.032212 + Penalty 4740.084257 = -1982388.947954
  nChanged 572
		SP:Iteration 11Q (4989.740000 sec): 3 clusters
  Score: Raw -1987644.845261 + Penalty 4740.084257 = -1982904.761003
  nChanged 504
		SP:Iteration 12Q (4989.790000 sec): 3 clusters
  Score: Raw -1988166.942215 + Penalty 4740.084257 = -1983426.857958
  nChanged 384
		SP:Iteration 13Q (4989.830000 sec): 3 clusters
  Score: Raw -1988585.617280 + Penalty 4740.084257 = -1983845.533022
  nChanged 296
		SP:Iteration 14Q (4989.880000 sec): 3 clusters
  Score: Raw -1988869.621474 + Penalty 4740.084257 = -1984129.537216
  nChanged 200
		SP:Iteration 15Q (4989.920000 sec): 3 clusters
  Score: Raw -1989029.846833 + Penalty 4740.084257 = -1984289.762575
  nChanged 141
		SP:Iteration 16Q (4989.960000 sec): 3 clusters
  Score: Raw -1989130.037333 + Penalty 4740.084257 = -1984389.953076
  nChanged 111
		SP:Iteration 17Q (4990.000000 sec): 3 clusters
  Score: Raw -1989203.457766 + Penalty 4740.084257 = -1984463.373509
  nChanged 73
		SP:Iteration 18Q (4990.040000 sec): 3 clusters
  Score: Raw -1989239.706882 + Penalty 4740.084257 = -1984499.622625
  nChanged 54
		SP:Iteration 19Q (4990.080000 sec): 3 clusters
  Score: Raw -1989265.701245 + Penalty 4740.084257 = -1984525.616988
  nChanged 36
		SP:Iteration 20F (4990.130000 sec): 3 clusters
  Score: Raw -1989286.695434 + Penalty 4740.084257 = -1984546.611177
  nChanged 38
		SP:Iteration 21Q (4990.170000 sec): 3 clusters
  Score: Raw -1989301.864197 + Penalty 4740.084257 = -1984561.779939
  nChanged 20
		SP:Iteration 22Q (4990.210000 sec): 3 clusters
  Score: Raw -1989309.784733 + Penalty 4740.084257 = -1984569.700475
  nChanged 12
		SP:Iteration 23Q (4990.250000 sec): 3 clusters
  Score: Raw -1989313.405806 + Penalty 4740.084257 = -1984573.321548
  nChanged 14
		SP:Iteration 24Q (4990.290000 sec): 3 clusters
  Score: Raw -1989318.348446 + Penalty 4740.084257 = -1984578.264189
  nChanged 14
		SP:Iteration 25Q (4990.330000 sec): 3 clusters
  Score: Raw -1989323.524401 + Penalty 4740.084257 = -1984583.440144
  nChanged 18
		SP:Iteration 26Q (4990.370000 sec): 3 clusters
  Score: Raw -1989329.270682 + Penalty 4740.084257 = -1984589.186425
  nChanged 4
		SP:Iteration 27Q (4990.400000 sec): 3 clusters
  Score: Raw -1989330.306552 + Penalty 4740.084257 = -1984590.222295
  nChanged 6
		SP:Iteration 28Q (4990.440000 sec): 3 clusters
  Score: Raw -1989331.499855 + Penalty 4740.084257 = -1984591.415597
  nChanged 3
		SP:Iteration 29Q (4990.480000 sec): 3 clusters
  Score: Raw -1989332.209791 + Penalty 4740.084257 = -1984592.125533
  nChanged 3
		SP:Iteration 30Q (4990.520000 sec): 3 clusters
  Score: Raw -1989333.153252 + Penalty 4740.084257 = -1984593.068995
  nChanged 5
		SP:Iteration 31Q (4990.560000 sec): 3 clusters
  Score: Raw -1989334.368925 + Penalty 4740.084257 = -1984594.284667
  nChanged 3
		SP:Iteration 32Q (4990.590000 sec): 3 clusters
  Score: Raw -1989335.204670 + Penalty 4740.084257 = -1984595.120412
  nChanged 3
		SP:Iteration 33Q (4990.630000 sec): 3 clusters
  Score: Raw -1989335.991535 + Penalty 4740.084257 = -1984595.907278
  nChanged 2
		SP:Iteration 34Q (4990.670000 sec): 3 clusters
  Score: Raw -1989337.008343 + Penalty 4740.084257 = -1984596.924085
  nChanged 1
		SP:Iteration 35Q (4990.710000 sec): 3 clusters
  Score: Raw -1989337.207560 + Penalty 4740.084257 = -1984597.123303
  nChanged 1
		SP:Iteration 36Q (4990.750000 sec): 3 clusters
  Score: Raw -1989337.342316 + Penalty 4740.084257 = -1984597.258058
  nChanged 1
		SP:Iteration 37Q (4990.790000 sec): 3 clusters
  Score: Raw -1989337.840550 + Penalty 4740.084257 = -1984597.756292
  nChanged 0
		SP:Iteration 38F (4990.840000 sec): 3 clusters
  Score: Raw -1989337.840550 + Penalty 4740.084257 = -1984597.756292
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4990.850000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4990.850000 sec): 3 clusters
  Score: Raw -73222.403039 + Penalty 3074.445443 = -70147.957596
  nChanged 89
		SP:Iteration 1F (4990.850000 sec): 3 clusters
  Score: Raw -73407.129548 + Penalty 3074.445443 = -70332.684105
  nChanged 16
		SP:Iteration 2Q (4990.850000 sec): 3 clusters
  Score: Raw -73442.393778 + Penalty 3074.445443 = -70367.948334
  nChanged 5
		SP:Iteration 3Q (4990.850000 sec): 3 clusters
  Score: Raw -73453.962578 + Penalty 3074.445443 = -70379.517135
  nChanged 7
		SP:Iteration 4Q (4990.850000 sec): 3 clusters
  Score: Raw -73471.210405 + Penalty 3074.445443 = -70396.764961
  nChanged 6
		SP:Iteration 5Q (4990.860000 sec): 3 clusters
  Score: Raw -73489.734448 + Penalty 3074.445443 = -70415.289005
  nChanged 5
		SP:Iteration 6Q (4990.860000 sec): 3 clusters
  Score: Raw -73498.387639 + Penalty 3074.445443 = -70423.942196
  nChanged 2
		SP:Iteration 7Q (4990.860000 sec): 3 clusters
  Score: Raw -73500.263298 + Penalty 3074.445443 = -70425.817855
  nChanged 0
		SP:Iteration 8F (4990.860000 sec): 3 clusters
  Score: Raw -73500.263298 + Penalty 3074.445443 = -70425.817855
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2176 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4990.870000 sec): 2 clusters
  Score: Raw -310094.928954 + Penalty 1905.940415 = -308188.988539
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4990.880000 sec): 3 clusters
  Score: Raw -309221.623892 + Penalty 3811.880830 = -305409.743062
  nChanged 723
		SP:Iteration 1F (4990.890000 sec): 3 clusters
  Score: Raw -309753.085646 + Penalty 3811.880830 = -305941.204816
  nChanged 149
		SP:Iteration 2F (4990.890000 sec): 3 clusters
  Score: Raw -309864.752561 + Penalty 3811.880830 = -306052.871731
  nChanged 79
		SP:Iteration 3Q (4990.900000 sec): 3 clusters
  Score: Raw -309928.292774 + Penalty 3811.880830 = -306116.411944
  nChanged 61
		SP:Iteration 4Q (4990.910000 sec): 3 clusters
  Score: Raw -309970.192191 + Penalty 3811.880830 = -306158.311362
  nChanged 37
		SP:Iteration 5Q (4990.920000 sec): 3 clusters
  Score: Raw -309994.461126 + Penalty 3811.880830 = -306182.580297
  nChanged 26
		SP:Iteration 6Q (4990.930000 sec): 3 clusters
  Score: Raw -310010.453705 + Penalty 3811.880830 = -306198.572876
  nChanged 20
		SP:Iteration 7Q (4990.930000 sec): 3 clusters
  Score: Raw -310021.569225 + Penalty 3811.880830 = -306209.688396
  nChanged 13
		SP:Iteration 8Q (4990.940000 sec): 3 clusters
  Score: Raw -310027.590679 + Penalty 3811.880830 = -306215.709849
  nChanged 11
		SP:Iteration 9Q (4990.950000 sec): 3 clusters
  Score: Raw -310032.139570 + Penalty 3811.880830 = -306220.258741
  nChanged 2
		SP:Iteration 10Q (4990.960000 sec): 3 clusters
  Score: Raw -310033.209650 + Penalty 3811.880830 = -306221.328821
  nChanged 1
		SP:Iteration 11Q (4990.970000 sec): 3 clusters
  Score: Raw -310033.519641 + Penalty 3811.880830 = -306221.638812
  nChanged 1
		SP:Iteration 12Q (4990.970000 sec): 3 clusters
  Score: Raw -310033.753728 + Penalty 3811.880830 = -306221.872899
  nChanged 0
		SP:Iteration 13F (4990.980000 sec): 3 clusters
  Score: Raw -310033.753728 + Penalty 3811.880830 = -306221.872899
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4991.090000 sec): 2 clusters
  Score: Raw -4638005.286736 + Penalty 2570.711947 = -4635434.574789
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4991.210000 sec): 3 clusters
  Score: Raw -4618885.159080 + Penalty 5141.423894 = -4613743.735185
  nChanged 14353
		SP:Iteration 1F (4991.320000 sec): 3 clusters
  Score: Raw -4626656.442692 + Penalty 5141.423894 = -4621515.018797
  nChanged 1424
		SP:Iteration 2Q (4991.440000 sec): 3 clusters
  Score: Raw -4627118.224076 + Penalty 5141.423894 = -4621976.800181
  nChanged 1297
		SP:Iteration 3Q (4991.560000 sec): 3 clusters
  Score: Raw -4627591.504881 + Penalty 5141.423894 = -4622450.080987
  nChanged 1329
		SP:Iteration 4Q (4991.680000 sec): 3 clusters
  Score: Raw -4628164.487635 + Penalty 5141.423894 = -4623023.063741
  nChanged 1522
		SP:Iteration 5Q (4991.800000 sec): 3 clusters
  Score: Raw -4628974.761300 + Penalty 5141.423894 = -4623833.337405
  nChanged 1773
		SP:Iteration 6F (4991.910000 sec): 3 clusters
  Score: Raw -4630122.261485 + Penalty 5141.423894 = -4624980.837591
  nChanged 2025
		SP:Iteration 7F (4992.030000 sec): 3 clusters
  Score: Raw -4631659.279152 + Penalty 5141.423894 = -4626517.855258
  nChanged 2106
		SP:Iteration 8F (4992.140000 sec): 3 clusters
  Score: Raw -4633424.593644 + Penalty 5141.423894 = -4628283.169750
  nChanged 1887
		SP:Iteration 9F (4992.260000 sec): 3 clusters
  Score: Raw -4635156.925936 + Penalty 5141.423894 = -4630015.502041
  nChanged 1519
		SP:Iteration 10Q (4992.370000 sec): 3 clusters
  Score: Raw -4636576.021809 + Penalty 5141.423894 = -4631434.597915
  nChanged 914
		SP:Iteration 11Q (4992.470000 sec): 3 clusters
  Score: Raw -4637396.214015 + Penalty 5141.423894 = -4632254.790120
  nChanged 423
		SP:Iteration 12Q (4992.560000 sec): 3 clusters
  Score: Raw -4637757.961986 + Penalty 5141.423894 = -4632616.538091
  nChanged 235
		SP:Iteration 13Q (4992.650000 sec): 3 clusters
  Score: Raw -4637978.304635 + Penalty 5141.423894 = -4632836.880741
  nChanged 137
		SP:Iteration 14Q (4992.730000 sec): 3 clusters
  Score: Raw -4638118.768268 + Penalty 5141.423894 = -4632977.344373
  nChanged 71
		SP:Iteration 15Q (4992.820000 sec): 3 clusters
  Score: Raw -4638194.231168 + Penalty 5141.423894 = -4633052.807274
  nChanged 37
		SP:Iteration 16Q (4992.900000 sec): 3 clusters
  Score: Raw -4638228.498195 + Penalty 5141.423894 = -4633087.074301
  nChanged 25
		SP:Iteration 17Q (4992.980000 sec): 3 clusters
  Score: Raw -4638255.192127 + Penalty 5141.423894 = -4633113.768233
  nChanged 18
		SP:Iteration 18Q (4993.060000 sec): 3 clusters
  Score: Raw -4638272.706849 + Penalty 5141.423894 = -4633131.282955
  nChanged 12
		SP:Iteration 19Q (4993.140000 sec): 3 clusters
  Score: Raw -4638284.423517 + Penalty 5141.423894 = -4633142.999623
  nChanged 11
		SP:Iteration 20F (4993.260000 sec): 3 clusters
  Score: Raw -4638294.326342 + Penalty 5141.423894 = -4633152.902448
  nChanged 5
		SP:Iteration 21Q (4993.340000 sec): 3 clusters
  Score: Raw -4638298.751606 + Penalty 5141.423894 = -4633157.327711
  nChanged 6
		SP:Iteration 22Q (4993.420000 sec): 3 clusters
  Score: Raw -4638303.521003 + Penalty 5141.423894 = -4633162.097109
  nChanged 1
		SP:Iteration 23Q (4993.500000 sec): 3 clusters
  Score: Raw -4638305.484132 + Penalty 5141.423894 = -4633164.060238
  nChanged 2
		SP:Iteration 24Q (4993.590000 sec): 3 clusters
  Score: Raw -4638307.475611 + Penalty 5141.423894 = -4633166.051717
  nChanged 3
		SP:Iteration 25Q (4993.670000 sec): 3 clusters
  Score: Raw -4638310.985385 + Penalty 5141.423894 = -4633169.561490
  nChanged 2
		SP:Iteration 26Q (4993.750000 sec): 3 clusters
  Score: Raw -4638313.119572 + Penalty 5141.423894 = -4633171.695677
  nChanged 1
		SP:Iteration 27Q (4993.830000 sec): 3 clusters
  Score: Raw -4638313.470817 + Penalty 5141.423894 = -4633172.046922
  nChanged 0
		SP:Iteration 28F (4993.940000 sec): 3 clusters
  Score: Raw -4638313.470817 + Penalty 5141.423894 = -4633172.046922
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4994.270000 sec): 2 clusters
  Score: Raw -14271812.684138 + Penalty 2850.668017 = -14268962.016121
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4994.630000 sec): 3 clusters
  Score: Raw -14209194.149512 + Penalty 5701.336035 = -14203492.813477
  nChanged 46207
		SP:Iteration 1F (4995.000000 sec): 3 clusters
  Score: Raw -14235929.844490 + Penalty 5701.336035 = -14230228.508455
  nChanged 3828
		SP:Iteration 2Q (4995.370000 sec): 3 clusters
  Score: Raw -14237183.768875 + Penalty 5701.336035 = -14231482.432841
  nChanged 4508
		SP:Iteration 3Q (4995.740000 sec): 3 clusters
  Score: Raw -14239064.504018 + Penalty 5701.336035 = -14233363.167983
  nChanged 5565
		SP:Iteration 4F (4996.110000 sec): 3 clusters
  Score: Raw -14242016.190886 + Penalty 5701.336035 = -14236314.854851
  nChanged 6726
		SP:Iteration 5F (4996.470000 sec): 3 clusters
  Score: Raw -14246434.469671 + Penalty 5701.336035 = -14240733.133636
  nChanged 7478
		SP:Iteration 6F (4996.830000 sec): 3 clusters
  Score: Raw -14252211.976688 + Penalty 5701.336035 = -14246510.640653
  nChanged 7111
		SP:Iteration 7F (4997.200000 sec): 3 clusters
  Score: Raw -14258299.004500 + Penalty 5701.336035 = -14252597.668465
  nChanged 5621
		SP:Iteration 8F (4997.560000 sec): 3 clusters
  Score: Raw -14263530.787474 + Penalty 5701.336035 = -14257829.451439
  nChanged 3688
		SP:Iteration 9Q (4997.910000 sec): 3 clusters
  Score: Raw -14267381.755241 + Penalty 5701.336035 = -14261680.419206
  nChanged 2179
		SP:Iteration 10Q (4998.230000 sec): 3 clusters
  Score: Raw -14269691.268205 + Penalty 5701.336035 = -14263989.932170
  nChanged 1347
		SP:Iteration 11Q (4998.530000 sec): 3 clusters
  Score: Raw -14270771.326791 + Penalty 5701.336035 = -14265069.990756
  nChanged 864
		SP:Iteration 12Q (4998.810000 sec): 3 clusters
  Score: Raw -14271297.154992 + Penalty 5701.336035 = -14265595.818957
  nChanged 588
		SP:Iteration 13Q (4999.080000 sec): 3 clusters
  Score: Raw -14271586.802413 + Penalty 5701.336035 = -14265885.466378
  nChanged 455
		SP:Iteration 14Q (4999.360000 sec): 3 clusters
  Score: Raw -14271787.772107 + Penalty 5701.336035 = -14266086.436072
  nChanged 404
		SP:Iteration 15Q (4999.630000 sec): 3 clusters
  Score: Raw -14271961.105308 + Penalty 5701.336035 = -14266259.769273
  nChanged 333
		SP:Iteration 16Q (4999.900000 sec): 3 clusters
  Score: Raw -14272082.586586 + Penalty 5701.336035 = -14266381.250551
  nChanged 253
		SP:Iteration 17Q (5000.170000 sec): 3 clusters
  Score: Raw -14272170.755141 + Penalty 5701.336035 = -14266469.419106
  nChanged 236
		SP:Iteration 18Q (5000.430000 sec): 3 clusters
  Score: Raw -14272243.369071 + Penalty 5701.336035 = -14266542.033036
  nChanged 197
		SP:Iteration 19Q (5000.700000 sec): 3 clusters
  Score: Raw -14272299.838996 + Penalty 5701.336035 = -14266598.502961
  nChanged 183
		SP:Iteration 20F (5001.060000 sec): 3 clusters
  Score: Raw -14272349.881877 + Penalty 5701.336035 = -14266648.545842
  nChanged 149
		SP:Iteration 21Q (5001.320000 sec): 3 clusters
  Score: Raw -14272388.106204 + Penalty 5701.336035 = -14266686.770169
  nChanged 122
		SP:Iteration 22Q (5001.590000 sec): 3 clusters
  Score: Raw -14272420.695117 + Penalty 5701.336035 = -14266719.359082
  nChanged 112
		SP:Iteration 23Q (5001.850000 sec): 3 clusters
  Score: Raw -14272450.661881 + Penalty 5701.336035 = -14266749.325846
  nChanged 96
		SP:Iteration 24Q (5002.120000 sec): 3 clusters
  Score: Raw -14272474.890576 + Penalty 5701.336035 = -14266773.554541
  nChanged 92
		SP:Iteration 25Q (5002.380000 sec): 3 clusters
  Score: Raw -14272496.136111 + Penalty 5701.336035 = -14266794.800076
  nChanged 84
		SP:Iteration 26Q (5002.640000 sec): 3 clusters
  Score: Raw -14272516.721647 + Penalty 5701.336035 = -14266815.385612
  nChanged 72
		SP:Iteration 27Q (5002.900000 sec): 3 clusters
  Score: Raw -14272530.416570 + Penalty 5701.336035 = -14266829.080535
  nChanged 49
		SP:Iteration 28Q (5003.160000 sec): 3 clusters
  Score: Raw -14272540.645774 + Penalty 5701.336035 = -14266839.309739
  nChanged 32
		SP:Iteration 29Q (5003.420000 sec): 3 clusters
  Score: Raw -14272547.501021 + Penalty 5701.336035 = -14266846.164986
  nChanged 34
		SP:Iteration 30Q (5003.680000 sec): 3 clusters
  Score: Raw -14272553.404997 + Penalty 5701.336035 = -14266852.068962
  nChanged 33
		SP:Iteration 31Q (5003.940000 sec): 3 clusters
  Score: Raw -14272560.088761 + Penalty 5701.336035 = -14266858.752726
  nChanged 36
		SP:Iteration 32Q (5004.200000 sec): 3 clusters
  Score: Raw -14272566.620564 + Penalty 5701.336035 = -14266865.284529
  nChanged 29
		SP:Iteration 33Q (5004.450000 sec): 3 clusters
  Score: Raw -14272571.070294 + Penalty 5701.336035 = -14266869.734259
  nChanged 22
		SP:Iteration 34Q (5004.710000 sec): 3 clusters
  Score: Raw -14272575.003405 + Penalty 5701.336035 = -14266873.667370
  nChanged 20
		SP:Iteration 35Q (5004.970000 sec): 3 clusters
  Score: Raw -14272578.650489 + Penalty 5701.336035 = -14266877.314454
  nChanged 26
		SP:Iteration 36Q (5005.230000 sec): 3 clusters
  Score: Raw -14272583.350738 + Penalty 5701.336035 = -14266882.014703
  nChanged 18
		SP:Iteration 37Q (5005.490000 sec): 3 clusters
  Score: Raw -14272586.442954 + Penalty 5701.336035 = -14266885.106919
  nChanged 17
		SP:Iteration 38Q (5005.750000 sec): 3 clusters
  Score: Raw -14272588.849993 + Penalty 5701.336035 = -14266887.513958
  nChanged 14
		SP:Iteration 39Q (5006.010000 sec): 3 clusters
  Score: Raw -14272590.653198 + Penalty 5701.336035 = -14266889.317163
  nChanged 7
		SP:Iteration 40F (5006.380000 sec): 3 clusters
  Score: Raw -14272591.576888 + Penalty 5701.336035 = -14266890.240853
  nChanged 5
		SP:Iteration 41Q (5006.640000 sec): 3 clusters
  Score: Raw -14272592.243628 + Penalty 5701.336035 = -14266890.907593
  nChanged 6
		SP:Iteration 42Q (5006.900000 sec): 3 clusters
  Score: Raw -14272593.336620 + Penalty 5701.336035 = -14266892.000585
  nChanged 8
		SP:Iteration 43Q (5007.160000 sec): 3 clusters
  Score: Raw -14272594.609887 + Penalty 5701.336035 = -14266893.273852
  nChanged 8
		SP:Iteration 44Q (5007.410000 sec): 3 clusters
  Score: Raw -14272595.841207 + Penalty 5701.336035 = -14266894.505172
  nChanged 12
		SP:Iteration 45Q (5007.670000 sec): 3 clusters
  Score: Raw -14272597.324659 + Penalty 5701.336035 = -14266895.988624
  nChanged 5
		SP:Iteration 46Q (5007.930000 sec): 3 clusters
  Score: Raw -14272598.359476 + Penalty 5701.336035 = -14266897.023441
  nChanged 5
		SP:Iteration 47Q (5008.190000 sec): 3 clusters
  Score: Raw -14272599.073228 + Penalty 5701.336035 = -14266897.737193
  nChanged 6
		SP:Iteration 48Q (5008.450000 sec): 3 clusters
  Score: Raw -14272600.056831 + Penalty 5701.336035 = -14266898.720796
  nChanged 9
		SP:Iteration 49Q (5008.700000 sec): 3 clusters
  Score: Raw -14272601.620443 + Penalty 5701.336035 = -14266900.284408
  nChanged 11
		SP:Iteration 50Q (5008.960000 sec): 3 clusters
  Score: Raw -14272603.493548 + Penalty 5701.336035 = -14266902.157513
  nChanged 7
		SP:Iteration 51Q (5009.220000 sec): 3 clusters
  Score: Raw -14272604.435925 + Penalty 5701.336035 = -14266903.099890
  nChanged 9
		SP:Iteration 52Q (5009.480000 sec): 3 clusters
  Score: Raw -14272605.713862 + Penalty 5701.336035 = -14266904.377828
  nChanged 10
		SP:Iteration 53Q (5009.740000 sec): 3 clusters
  Score: Raw -14272607.375233 + Penalty 5701.336035 = -14266906.039198
  nChanged 10
		SP:Iteration 54Q (5010.000000 sec): 3 clusters
  Score: Raw -14272609.094195 + Penalty 5701.336035 = -14266907.758160
  nChanged 10
		SP:Iteration 55Q (5010.250000 sec): 3 clusters
  Score: Raw -14272610.877710 + Penalty 5701.336035 = -14266909.541675
  nChanged 11
		SP:Iteration 56Q (5010.510000 sec): 3 clusters
  Score: Raw -14272612.782768 + Penalty 5701.336035 = -14266911.446733
  nChanged 8
		SP:Iteration 57Q (5010.770000 sec): 3 clusters
  Score: Raw -14272614.732496 + Penalty 5701.336035 = -14266913.396461
  nChanged 12
		SP:Iteration 58Q (5011.030000 sec): 3 clusters
  Score: Raw -14272616.977322 + Penalty 5701.336035 = -14266915.641288
  nChanged 15
		SP:Iteration 59Q (5011.280000 sec): 3 clusters
  Score: Raw -14272620.074743 + Penalty 5701.336035 = -14266918.738708
  nChanged 11
		SP:Iteration 60F (5011.660000 sec): 3 clusters
  Score: Raw -14272622.072578 + Penalty 5701.336035 = -14266920.736543
  nChanged 23
		SP:Iteration 61Q (5011.920000 sec): 3 clusters
  Score: Raw -14272626.148629 + Penalty 5701.336035 = -14266924.812594
  nChanged 24
		SP:Iteration 62Q (5012.170000 sec): 3 clusters
  Score: Raw -14272630.053263 + Penalty 5701.336035 = -14266928.717228
  nChanged 24
		SP:Iteration 63Q (5012.430000 sec): 3 clusters
  Score: Raw -14272636.126444 + Penalty 5701.336035 = -14266934.790409
  nChanged 25
		SP:Iteration 64Q (5012.690000 sec): 3 clusters
  Score: Raw -14272641.365543 + Penalty 5701.336035 = -14266940.029508
  nChanged 23
		SP:Iteration 65Q (5012.950000 sec): 3 clusters
  Score: Raw -14272646.190163 + Penalty 5701.336035 = -14266944.854128
  nChanged 17
		SP:Iteration 66Q (5013.200000 sec): 3 clusters
  Score: Raw -14272648.734203 + Penalty 5701.336035 = -14266947.398168
  nChanged 10
		SP:Iteration 67Q (5013.460000 sec): 3 clusters
  Score: Raw -14272650.082240 + Penalty 5701.336035 = -14266948.746205
  nChanged 6
		SP:Iteration 68Q (5013.720000 sec): 3 clusters
  Score: Raw -14272650.933990 + Penalty 5701.336035 = -14266949.597955
  nChanged 3
		SP:Iteration 69Q (5013.980000 sec): 3 clusters
  Score: Raw -14272651.350352 + Penalty 5701.336035 = -14266950.014317
  nChanged 5
		SP:Iteration 70Q (5014.240000 sec): 3 clusters
  Score: Raw -14272652.319471 + Penalty 5701.336035 = -14266950.983436
  nChanged 7
		SP:Iteration 71Q (5014.500000 sec): 3 clusters
  Score: Raw -14272653.450526 + Penalty 5701.336035 = -14266952.114491
  nChanged 6
		SP:Iteration 72Q (5014.750000 sec): 3 clusters
  Score: Raw -14272654.140355 + Penalty 5701.336035 = -14266952.804320
  nChanged 4
		SP:Iteration 73Q (5015.010000 sec): 3 clusters
  Score: Raw -14272654.682338 + Penalty 5701.336035 = -14266953.346303
  nChanged 3
		SP:Iteration 74Q (5015.270000 sec): 3 clusters
  Score: Raw -14272655.149217 + Penalty 5701.336035 = -14266953.813182
  nChanged 2
		SP:Iteration 75Q (5015.530000 sec): 3 clusters
  Score: Raw -14272655.657732 + Penalty 5701.336035 = -14266954.321698
  nChanged 1
		SP:Iteration 76Q (5015.790000 sec): 3 clusters
  Score: Raw -14272656.060657 + Penalty 5701.336035 = -14266954.724622
  nChanged 0
		SP:Iteration 77F (5016.150000 sec): 3 clusters
  Score: Raw -14272656.060657 + Penalty 5701.336035 = -14266954.724622
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (35245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5016.300000 sec): 2 clusters
  Score: Raw -5468772.622828 + Penalty 2596.579581 = -5466176.043248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5016.430000 sec): 3 clusters
  Score: Raw -5447384.159394 + Penalty 5193.159161 = -5442191.000233
  nChanged 16045
		SP:Iteration 1F (5016.560000 sec): 3 clusters
  Score: Raw -5455881.267776 + Penalty 5193.159161 = -5450688.108615
  nChanged 1479
		SP:Iteration 2Q (5016.690000 sec): 3 clusters
  Score: Raw -5456282.433045 + Penalty 5193.159161 = -5451089.273884
  nChanged 1317
		SP:Iteration 3Q (5016.820000 sec): 3 clusters
  Score: Raw -5456642.251879 + Penalty 5193.159161 = -5451449.092718
  nChanged 1235
		SP:Iteration 4Q (5016.960000 sec): 3 clusters
  Score: Raw -5457000.482922 + Penalty 5193.159161 = -5451807.323760
  nChanged 1278
		SP:Iteration 5Q (5017.090000 sec): 3 clusters
  Score: Raw -5457423.441988 + Penalty 5193.159161 = -5452230.282827
  nChanged 1394
		SP:Iteration 6Q (5017.220000 sec): 3 clusters
  Score: Raw -5457956.250445 + Penalty 5193.159161 = -5452763.091284
  nChanged 1604
		SP:Iteration 7Q (5017.360000 sec): 3 clusters
  Score: Raw -5458719.020814 + Penalty 5193.159161 = -5453525.861653
  nChanged 2011
		SP:Iteration 8F (5017.480000 sec): 3 clusters
  Score: Raw -5459925.779529 + Penalty 5193.159161 = -5454732.620367
  nChanged 2395
		SP:Iteration 9F (5017.610000 sec): 3 clusters
  Score: Raw -5461702.655936 + Penalty 5193.159161 = -5456509.496775
  nChanged 2506
		SP:Iteration 10F (5017.740000 sec): 3 clusters
  Score: Raw -5463887.938207 + Penalty 5193.159161 = -5458694.779046
  nChanged 2270
		SP:Iteration 11F (5017.870000 sec): 3 clusters
  Score: Raw -5466056.006291 + Penalty 5193.159161 = -5460862.847130
  nChanged 1566
		SP:Iteration 12Q (5018.000000 sec): 3 clusters
  Score: Raw -5467571.701026 + Penalty 5193.159161 = -5462378.541864
  nChanged 847
		SP:Iteration 13Q (5018.120000 sec): 3 clusters
  Score: Raw -5468330.125624 + Penalty 5193.159161 = -5463136.966463
  nChanged 406
		SP:Iteration 14Q (5018.220000 sec): 3 clusters
  Score: Raw -5468697.726468 + Penalty 5193.159161 = -5463504.567307
  nChanged 190
		SP:Iteration 15Q (5018.320000 sec): 3 clusters
  Score: Raw -5468876.037124 + Penalty 5193.159161 = -5463682.877963
  nChanged 109
		SP:Iteration 16Q (5018.420000 sec): 3 clusters
  Score: Raw -5468989.400144 + Penalty 5193.159161 = -5463796.240983
  nChanged 67
		SP:Iteration 17Q (5018.520000 sec): 3 clusters
  Score: Raw -5469060.245832 + Penalty 5193.159161 = -5463867.086671
  nChanged 29
		SP:Iteration 18Q (5018.610000 sec): 3 clusters
  Score: Raw -5469088.723919 + Penalty 5193.159161 = -5463895.564757
  nChanged 14
		SP:Iteration 19Q (5018.700000 sec): 3 clusters
  Score: Raw -5469102.101650 + Penalty 5193.159161 = -5463908.942488
  nChanged 10
		SP:Iteration 20F (5018.830000 sec): 3 clusters
  Score: Raw -5469111.413850 + Penalty 5193.159161 = -5463918.254688
  nChanged 5
		SP:Iteration 21Q (5018.920000 sec): 3 clusters
  Score: Raw -5469117.162340 + Penalty 5193.159161 = -5463924.003178
  nChanged 5
		SP:Iteration 22Q (5019.020000 sec): 3 clusters
  Score: Raw -5469120.847083 + Penalty 5193.159161 = -5463927.687922
  nChanged 6
		SP:Iteration 23Q (5019.110000 sec): 3 clusters
  Score: Raw -5469126.816195 + Penalty 5193.159161 = -5463933.657034
  nChanged 4
		SP:Iteration 24Q (5019.200000 sec): 3 clusters
  Score: Raw -5469130.662477 + Penalty 5193.159161 = -5463937.503315
  nChanged 6
		SP:Iteration 25Q (5019.290000 sec): 3 clusters
  Score: Raw -5469138.044478 + Penalty 5193.159161 = -5463944.885317
  nChanged 6
		SP:Iteration 26Q (5019.380000 sec): 3 clusters
  Score: Raw -5469143.290070 + Penalty 5193.159161 = -5463950.130908
  nChanged 4
		SP:Iteration 27Q (5019.480000 sec): 3 clusters
  Score: Raw -5469146.537218 + Penalty 5193.159161 = -5463953.378057
  nChanged 0
		SP:Iteration 28F (5019.600000 sec): 3 clusters
  Score: Raw -5469146.537218 + Penalty 5193.159161 = -5463953.378057
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5019.930000 sec): 2 clusters
  Score: Raw -14585300.756965 + Penalty 2852.045792 = -14582448.711173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5020.290000 sec): 3 clusters
  Score: Raw -14522037.953948 + Penalty 5704.091584 = -14516333.862365
  nChanged 46554
		SP:Iteration 1F (5020.660000 sec): 3 clusters
  Score: Raw -14548705.684191 + Penalty 5704.091584 = -14543001.592607
  nChanged 3590
		SP:Iteration 2Q (5021.030000 sec): 3 clusters
  Score: Raw -14549761.678664 + Penalty 5704.091584 = -14544057.587080
  nChanged 3990
		SP:Iteration 3Q (5021.400000 sec): 3 clusters
  Score: Raw -14551194.908211 + Penalty 5704.091584 = -14545490.816627
  nChanged 4802
		SP:Iteration 4Q (5021.780000 sec): 3 clusters
  Score: Raw -14553362.402646 + Penalty 5704.091584 = -14547658.311063
  nChanged 5918
		SP:Iteration 5F (5022.140000 sec): 3 clusters
  Score: Raw -14556770.790376 + Penalty 5704.091584 = -14551066.698793
  nChanged 7069
		SP:Iteration 6F (5022.500000 sec): 3 clusters
  Score: Raw -14561739.414832 + Penalty 5704.091584 = -14556035.323248
  nChanged 7776
		SP:Iteration 7F (5022.870000 sec): 3 clusters
  Score: Raw -14567906.687016 + Penalty 5704.091584 = -14562202.595432
  nChanged 7092
		SP:Iteration 8F (5023.240000 sec): 3 clusters
  Score: Raw -14573936.235107 + Penalty 5704.091584 = -14568232.143524
  nChanged 5641
		SP:Iteration 9F (5023.600000 sec): 3 clusters
  Score: Raw -14578850.308559 + Penalty 5704.091584 = -14573146.216975
  nChanged 3713
		SP:Iteration 10Q (5023.960000 sec): 3 clusters
  Score: Raw -14582041.841932 + Penalty 5704.091584 = -14576337.750348
  nChanged 2138
		SP:Iteration 11Q (5024.310000 sec): 3 clusters
  Score: Raw -14583839.440633 + Penalty 5704.091584 = -14578135.349049
  nChanged 1063
		SP:Iteration 12Q (5024.620000 sec): 3 clusters
  Score: Raw -14584735.637496 + Penalty 5704.091584 = -14579031.545913
  nChanged 549
		SP:Iteration 13Q (5024.910000 sec): 3 clusters
  Score: Raw -14585225.978765 + Penalty 5704.091584 = -14579521.887181
  nChanged 277
		SP:Iteration 14Q (5025.180000 sec): 3 clusters
  Score: Raw -14585472.459346 + Penalty 5704.091584 = -14579768.367762
  nChanged 162
		SP:Iteration 15Q (5025.450000 sec): 3 clusters
  Score: Raw -14585610.810046 + Penalty 5704.091584 = -14579906.718462
  nChanged 99
		SP:Iteration 16Q (5025.710000 sec): 3 clusters
  Score: Raw -14585691.789744 + Penalty 5704.091584 = -14579987.698160
  nChanged 65
		SP:Iteration 17Q (5025.960000 sec): 3 clusters
  Score: Raw -14585748.187523 + Penalty 5704.091584 = -14580044.095940
  nChanged 44
		SP:Iteration 18Q (5026.220000 sec): 3 clusters
  Score: Raw -14585779.511028 + Penalty 5704.091584 = -14580075.419445
  nChanged 25
		SP:Iteration 19Q (5026.470000 sec): 3 clusters
  Score: Raw -14585797.804706 + Penalty 5704.091584 = -14580093.713123
  nChanged 17
		SP:Iteration 20F (5026.830000 sec): 3 clusters
  Score: Raw -14585812.567750 + Penalty 5704.091584 = -14580108.476166
  nChanged 17
		SP:Iteration 21Q (5027.080000 sec): 3 clusters
  Score: Raw -14585825.873523 + Penalty 5704.091584 = -14580121.781939
  nChanged 15
		SP:Iteration 22Q (5027.340000 sec): 3 clusters
  Score: Raw -14585834.275742 + Penalty 5704.091584 = -14580130.184159
  nChanged 10
		SP:Iteration 23Q (5027.590000 sec): 3 clusters
  Score: Raw -14585840.196726 + Penalty 5704.091584 = -14580136.105143
  nChanged 7
		SP:Iteration 24Q (5027.840000 sec): 3 clusters
  Score: Raw -14585843.251361 + Penalty 5704.091584 = -14580139.159778
  nChanged 4
		SP:Iteration 25Q (5028.090000 sec): 3 clusters
  Score: Raw -14585846.127088 + Penalty 5704.091584 = -14580142.035505
  nChanged 6
		SP:Iteration 26Q (5028.340000 sec): 3 clusters
  Score: Raw -14585849.320816 + Penalty 5704.091584 = -14580145.229233
  nChanged 2
		SP:Iteration 27Q (5028.600000 sec): 3 clusters
  Score: Raw -14585849.998568 + Penalty 5704.091584 = -14580145.906984
  nChanged 0
		SP:Iteration 28F (5028.960000 sec): 3 clusters
  Score: Raw -14585849.998568 + Penalty 5704.091584 = -14580145.906984
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5029.000000 sec): 2 clusters
  Score: Raw -74856.291948 + Penalty 1616.382476 = -73239.909472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5029.000000 sec): 3 clusters
  Score: Raw -75115.875612 + Penalty 3232.764951 = -71883.110660
  nChanged 233
		SP:Iteration 1F (5029.000000 sec): 3 clusters
  Score: Raw -77619.641638 + Penalty 3232.764951 = -74386.876686
  nChanged 101
		SP:Iteration 2F (5029.000000 sec): 3 clusters
  Score: Raw -79141.435058 + Penalty 3232.764951 = -75908.670106
  nChanged 23
		SP:Iteration 3Q (5029.000000 sec): 3 clusters
  Score: Raw -79742.237510 + Penalty 3232.764951 = -76509.472558
  nChanged 8
		SP:Iteration 4Q (5029.010000 sec): 3 clusters
  Score: Raw -79800.997213 + Penalty 3232.764951 = -76568.232262
  nChanged 2
		SP:Iteration 5Q (5029.010000 sec): 3 clusters
  Score: Raw -79805.578119 + Penalty 3232.764951 = -76572.813167
  nChanged 1
		SP:Iteration 6Q (5029.010000 sec): 3 clusters
  Score: Raw -79807.169169 + Penalty 3232.764951 = -76574.404218
  nChanged 0
		SP:Iteration 7F (5029.010000 sec): 3 clusters
  Score: Raw -79807.169169 + Penalty 3232.764951 = -76574.404218
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 31.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5029.190000 sec): 2 clusters
  Score: Raw -7518386.432317 + Penalty 2689.191557 = -7515697.240760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5029.380000 sec): 3 clusters
  Score: Raw -7486611.156517 + Penalty 5378.383114 = -7481232.773403
  nChanged 23699
		SP:Iteration 1F (5029.560000 sec): 3 clusters
  Score: Raw -7499612.513508 + Penalty 5378.383114 = -7494234.130394
  nChanged 2027
		SP:Iteration 2Q (5029.760000 sec): 3 clusters
  Score: Raw -7500164.414760 + Penalty 5378.383114 = -7494786.031647
  nChanged 1919
		SP:Iteration 3Q (5029.950000 sec): 3 clusters
  Score: Raw -7500728.462583 + Penalty 5378.383114 = -7495350.079469
  nChanged 1950
		SP:Iteration 4Q (5030.140000 sec): 3 clusters
  Score: Raw -7501332.391914 + Penalty 5378.383114 = -7495954.008800
  nChanged 2013
		SP:Iteration 5Q (5030.340000 sec): 3 clusters
  Score: Raw -7501951.877894 + Penalty 5378.383114 = -7496573.494781
  nChanged 2039
		SP:Iteration 6Q (5030.530000 sec): 3 clusters
  Score: Raw -7502658.197254 + Penalty 5378.383114 = -7497279.814141
  nChanged 2252
		SP:Iteration 7Q (5030.730000 sec): 3 clusters
  Score: Raw -7503518.584425 + Penalty 5378.383114 = -7498140.201312
  nChanged 2352
		SP:Iteration 8Q (5030.920000 sec): 3 clusters
  Score: Raw -7504489.332602 + Penalty 5378.383114 = -7499110.949488
  nChanged 2358
		SP:Iteration 9Q (5031.110000 sec): 3 clusters
  Score: Raw -7505531.563023 + Penalty 5378.383114 = -7500153.179910
  nChanged 2441
		SP:Iteration 10Q (5031.310000 sec): 3 clusters
  Score: Raw -7506677.832525 + Penalty 5378.383114 = -7501299.449411
  nChanged 2375
		SP:Iteration 11Q (5031.500000 sec): 3 clusters
  Score: Raw -7507859.218467 + Penalty 5378.383114 = -7502480.835353
  nChanged 2280
		SP:Iteration 12Q (5031.690000 sec): 3 clusters
  Score: Raw -7509062.536901 + Penalty 5378.383114 = -7503684.153787
  nChanged 2105
		SP:Iteration 13Q (5031.880000 sec): 3 clusters
  Score: Raw -7510290.216784 + Penalty 5378.383114 = -7504911.833671
  nChanged 1935
		SP:Iteration 14Q (5032.070000 sec): 3 clusters
  Score: Raw -7511533.720237 + Penalty 5378.383114 = -7506155.337123
  nChanged 1713
		SP:Iteration 15Q (5032.270000 sec): 3 clusters
  Score: Raw -7512751.663611 + Penalty 5378.383114 = -7507373.280497
  nChanged 1516
		SP:Iteration 16Q (5032.460000 sec): 3 clusters
  Score: Raw -7513925.144643 + Penalty 5378.383114 = -7508546.761529
  nChanged 1309
		SP:Iteration 17Q (5032.640000 sec): 3 clusters
  Score: Raw -7514931.052902 + Penalty 5378.383114 = -7509552.669788
  nChanged 1048
		SP:Iteration 18Q (5032.810000 sec): 3 clusters
  Score: Raw -7515649.354926 + Penalty 5378.383114 = -7510270.971812
  nChanged 815
		SP:Iteration 19Q (5032.970000 sec): 3 clusters
  Score: Raw -7516138.546203 + Penalty 5378.383114 = -7510760.163089
  nChanged 632
		SP:Iteration 20F (5033.160000 sec): 3 clusters
  Score: Raw -7516492.708259 + Penalty 5378.383114 = -7511114.325146
  nChanged 546
		SP:Iteration 21Q (5033.310000 sec): 3 clusters
  Score: Raw -7516777.616510 + Penalty 5378.383114 = -7511399.233396
  nChanged 462
		SP:Iteration 22Q (5033.460000 sec): 3 clusters
  Score: Raw -7517018.450164 + Penalty 5378.383114 = -7511640.067051
  nChanged 393
		SP:Iteration 23Q (5033.610000 sec): 3 clusters
  Score: Raw -7517218.123774 + Penalty 5378.383114 = -7511839.740660
  nChanged 345
		SP:Iteration 24Q (5033.750000 sec): 3 clusters
  Score: Raw -7517390.326543 + Penalty 5378.383114 = -7512011.943429
  nChanged 313
		SP:Iteration 25Q (5033.890000 sec): 3 clusters
  Score: Raw -7517542.396499 + Penalty 5378.383114 = -7512164.013386
  nChanged 273
		SP:Iteration 26Q (5034.040000 sec): 3 clusters
  Score: Raw -7517666.008036 + Penalty 5378.383114 = -7512287.624922
  nChanged 237
		SP:Iteration 27Q (5034.180000 sec): 3 clusters
  Score: Raw -7517779.963347 + Penalty 5378.383114 = -7512401.580233
  nChanged 228
		SP:Iteration 28Q (5034.320000 sec): 3 clusters
  Score: Raw -7517895.373466 + Penalty 5378.383114 = -7512516.990352
  nChanged 193
		SP:Iteration 29Q (5034.450000 sec): 3 clusters
  Score: Raw -7517986.302519 + Penalty 5378.383114 = -7512607.919406
  nChanged 174
		SP:Iteration 30Q (5034.590000 sec): 3 clusters
  Score: Raw -7518064.443255 + Penalty 5378.383114 = -7512686.060141
  nChanged 147
		SP:Iteration 31Q (5034.730000 sec): 3 clusters
  Score: Raw -7518140.121627 + Penalty 5378.383114 = -7512761.738513
  nChanged 135
		SP:Iteration 32Q (5034.870000 sec): 3 clusters
  Score: Raw -7518210.325274 + Penalty 5378.383114 = -7512831.942160
  nChanged 128
		SP:Iteration 33Q (5035.000000 sec): 3 clusters
  Score: Raw -7518281.429895 + Penalty 5378.383114 = -7512903.046782
  nChanged 107
		SP:Iteration 34Q (5035.140000 sec): 3 clusters
  Score: Raw -7518340.279828 + Penalty 5378.383114 = -7512961.896714
  nChanged 99
		SP:Iteration 35Q (5035.270000 sec): 3 clusters
  Score: Raw -7518395.949832 + Penalty 5378.383114 = -7513017.566718
  nChanged 79
		SP:Iteration 36Q (5035.410000 sec): 3 clusters
  Score: Raw -7518446.456500 + Penalty 5378.383114 = -7513068.073386
  nChanged 69
		SP:Iteration 37Q (5035.540000 sec): 3 clusters
  Score: Raw -7518486.445706 + Penalty 5378.383114 = -7513108.062593
  nChanged 59
		SP:Iteration 38Q (5035.670000 sec): 3 clusters
  Score: Raw -7518518.742801 + Penalty 5378.383114 = -7513140.359688
  nChanged 40
		SP:Iteration 39Q (5035.800000 sec): 3 clusters
  Score: Raw -7518540.085493 + Penalty 5378.383114 = -7513161.702379
  nChanged 38
		SP:Iteration 40F (5035.990000 sec): 3 clusters
  Score: Raw -7518560.701626 + Penalty 5378.383114 = -7513182.318513
  nChanged 22
		SP:Iteration 41Q (5036.120000 sec): 3 clusters
  Score: Raw -7518574.797414 + Penalty 5378.383114 = -7513196.414300
  nChanged 23
		SP:Iteration 42Q (5036.250000 sec): 3 clusters
  Score: Raw -7518590.677934 + Penalty 5378.383114 = -7513212.294820
  nChanged 24
		SP:Iteration 43Q (5036.390000 sec): 3 clusters
  Score: Raw -7518605.666478 + Penalty 5378.383114 = -7513227.283365
  nChanged 19
		SP:Iteration 44Q (5036.520000 sec): 3 clusters
  Score: Raw -7518618.670188 + Penalty 5378.383114 = -7513240.287074
  nChanged 17
		SP:Iteration 45Q (5036.650000 sec): 3 clusters
  Score: Raw -7518628.219473 + Penalty 5378.383114 = -7513249.836359
  nChanged 18
		SP:Iteration 46Q (5036.780000 sec): 3 clusters
  Score: Raw -7518638.627996 + Penalty 5378.383114 = -7513260.244883
  nChanged 21
		SP:Iteration 47Q (5036.910000 sec): 3 clusters
  Score: Raw -7518651.679323 + Penalty 5378.383114 = -7513273.296209
  nChanged 20
		SP:Iteration 48Q (5037.040000 sec): 3 clusters
  Score: Raw -7518662.159345 + Penalty 5378.383114 = -7513283.776231
  nChanged 12
		SP:Iteration 49Q (5037.170000 sec): 3 clusters
  Score: Raw -7518669.303734 + Penalty 5378.383114 = -7513290.920620
  nChanged 10
		SP:Iteration 50Q (5037.310000 sec): 3 clusters
  Score: Raw -7518675.204379 + Penalty 5378.383114 = -7513296.821265
  nChanged 8
		SP:Iteration 51Q (5037.440000 sec): 3 clusters
  Score: Raw -7518681.203046 + Penalty 5378.383114 = -7513302.819933
  nChanged 16
		SP:Iteration 52Q (5037.570000 sec): 3 clusters
  Score: Raw -7518691.445834 + Penalty 5378.383114 = -7513313.062721
  nChanged 15
		SP:Iteration 53Q (5037.700000 sec): 3 clusters
  Score: Raw -7518704.401567 + Penalty 5378.383114 = -7513326.018453
  nChanged 10
		SP:Iteration 54Q (5037.830000 sec): 3 clusters
  Score: Raw -7518709.182794 + Penalty 5378.383114 = -7513330.799680
  nChanged 4
		SP:Iteration 55Q (5037.960000 sec): 3 clusters
  Score: Raw -7518712.060359 + Penalty 5378.383114 = -7513333.677246
  nChanged 2
		SP:Iteration 56Q (5038.090000 sec): 3 clusters
  Score: Raw -7518713.100144 + Penalty 5378.383114 = -7513334.717031
  nChanged 2
		SP:Iteration 57Q (5038.220000 sec): 3 clusters
  Score: Raw -7518714.415783 + Penalty 5378.383114 = -7513336.032669
  nChanged 2
		SP:Iteration 58Q (5038.350000 sec): 3 clusters
  Score: Raw -7518715.953410 + Penalty 5378.383114 = -7513337.570296
  nChanged 2
		SP:Iteration 59Q (5038.490000 sec): 3 clusters
  Score: Raw -7518717.159241 + Penalty 5378.383114 = -7513338.776128
  nChanged 1
		SP:Iteration 60F (5038.670000 sec): 3 clusters
  Score: Raw -7518717.520593 + Penalty 5378.383114 = -7513339.137479
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5038.700000 sec): 2 clusters
  Score: Raw -61959.110712 + Penalty 1516.741247 = -60442.369465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5038.700000 sec): 3 clusters
  Score: Raw -62215.975112 + Penalty 3033.482494 = -59182.492618
  nChanged 122
		SP:Iteration 1F (5038.700000 sec): 3 clusters
  Score: Raw -62618.274511 + Penalty 3033.482494 = -59584.792017
  nChanged 32
		SP:Iteration 2F (5038.700000 sec): 3 clusters
  Score: Raw -62781.051617 + Penalty 3033.482494 = -59747.569123
  nChanged 11
		SP:Iteration 3Q (5038.700000 sec): 3 clusters
  Score: Raw -62841.862565 + Penalty 3033.482494 = -59808.380071
  nChanged 6
		SP:Iteration 4Q (5038.710000 sec): 3 clusters
  Score: Raw -62871.995533 + Penalty 3033.482494 = -59838.513039
  nChanged 5
		SP:Iteration 5Q (5038.710000 sec): 3 clusters
  Score: Raw -62924.409954 + Penalty 3033.482494 = -59890.927460
  nChanged 6
		SP:Iteration 6Q (5038.710000 sec): 3 clusters
  Score: Raw -62968.044223 + Penalty 3033.482494 = -59934.561729
  nChanged 5
		SP:Iteration 7Q (5038.710000 sec): 3 clusters
  Score: Raw -62984.313484 + Penalty 3033.482494 = -59950.830989
  nChanged 5
		SP:Iteration 8Q (5038.710000 sec): 3 clusters
  Score: Raw -63005.111276 + Penalty 3033.482494 = -59971.628782
  nChanged 5
		SP:Iteration 9Q (5038.710000 sec): 3 clusters
  Score: Raw -63117.145232 + Penalty 3033.482494 = -60083.662738
  nChanged 5
		SP:Iteration 10Q (5038.710000 sec): 3 clusters
  Score: Raw -63137.873376 + Penalty 3033.482494 = -60104.390882
  nChanged 2
		SP:Iteration 11Q (5038.710000 sec): 3 clusters
  Score: Raw -63151.310793 + Penalty 3033.482494 = -60117.828299
  nChanged 2
		SP:Iteration 12Q (5038.710000 sec): 3 clusters
  Score: Raw -63155.791122 + Penalty 3033.482494 = -60122.308628
  nChanged 0
		SP:Iteration 13F (5038.720000 sec): 3 clusters
  Score: Raw -63155.791122 + Penalty 3033.482494 = -60122.308628
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5038.720000 sec): 2 clusters
  Score: Raw -89509.118693 + Penalty 1606.289146 = -87902.829547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5038.720000 sec): 3 clusters
  Score: Raw -89581.292907 + Penalty 3212.578292 = -86368.714615
  nChanged 154
		SP:Iteration 1F (5038.730000 sec): 3 clusters
  Score: Raw -90012.663123 + Penalty 3212.578292 = -86800.084831
  nChanged 58
		SP:Iteration 2F (5038.730000 sec): 3 clusters
  Score: Raw -90198.685799 + Penalty 3212.578292 = -86986.107507
  nChanged 34
		SP:Iteration 3F (5038.730000 sec): 3 clusters
  Score: Raw -90352.486208 + Penalty 3212.578292 = -87139.907916
  nChanged 31
		SP:Iteration 4Q (5038.730000 sec): 3 clusters
  Score: Raw -90497.045657 + Penalty 3212.578292 = -87284.467365
  nChanged 15
		SP:Iteration 5Q (5038.730000 sec): 3 clusters
  Score: Raw -90549.558495 + Penalty 3212.578292 = -87336.980203
  nChanged 10
		SP:Iteration 6Q (5038.740000 sec): 3 clusters
  Score: Raw -90606.040623 + Penalty 3212.578292 = -87393.462331
  nChanged 14
		SP:Iteration 7Q (5038.740000 sec): 3 clusters
  Score: Raw -90671.469067 + Penalty 3212.578292 = -87458.890775
  nChanged 7
		SP:Iteration 8Q (5038.740000 sec): 3 clusters
  Score: Raw -90714.753716 + Penalty 3212.578292 = -87502.175424
  nChanged 8
		SP:Iteration 9Q (5038.740000 sec): 3 clusters
  Score: Raw -90744.453546 + Penalty 3212.578292 = -87531.875254
  nChanged 4
		SP:Iteration 10Q (5038.750000 sec): 3 clusters
  Score: Raw -90764.009017 + Penalty 3212.578292 = -87551.430725
  nChanged 3
		SP:Iteration 11Q (5038.750000 sec): 3 clusters
  Score: Raw -90774.573601 + Penalty 3212.578292 = -87561.995309
  nChanged 1
		SP:Iteration 12Q (5038.750000 sec): 3 clusters
  Score: Raw -90779.083934 + Penalty 3212.578292 = -87566.505642
  nChanged 1
		SP:Iteration 13Q (5038.750000 sec): 3 clusters
  Score: Raw -90782.636752 + Penalty 3212.578292 = -87570.058460
  nChanged 0
		SP:Iteration 14F (5038.750000 sec): 3 clusters
  Score: Raw -90783.288242 + Penalty 3212.578292 = -87570.709950
  nChanged 2
		SP:Iteration 15Q (5038.750000 sec): 3 clusters
  Score: Raw -90816.431502 + Penalty 3212.578292 = -87603.853210
  nChanged 5
		SP:Iteration 16Q (5038.760000 sec): 3 clusters
  Score: Raw -90835.562164 + Penalty 3212.578292 = -87622.983872
  nChanged 2
		SP:Iteration 17Q (5038.760000 sec): 3 clusters
  Score: Raw -90844.610186 + Penalty 3212.578292 = -87632.031894
  nChanged 1
		SP:Iteration 18Q (5038.760000 sec): 3 clusters
  Score: Raw -90854.523845 + Penalty 3212.578292 = -87641.945553
  nChanged 2
		SP:Iteration 19Q (5038.760000 sec): 3 clusters
  Score: Raw -90869.115316 + Penalty 3212.578292 = -87656.537024
  nChanged 4
		SP:Iteration 20F (5038.770000 sec): 3 clusters
  Score: Raw -90885.932091 + Penalty 3212.578292 = -87673.353799
  nChanged 5
		SP:Iteration 21Q (5038.770000 sec): 3 clusters
  Score: Raw -90965.203045 + Penalty 3212.578292 = -87752.624753
  nChanged 12
		SP:Iteration 22Q (5038.770000 sec): 3 clusters
  Score: Raw -91153.977455 + Penalty 3212.578292 = -87941.399163
  nChanged 4
		SP:Iteration 23Q (5038.770000 sec): 3 clusters
  Score: Raw -91175.301676 + Penalty 3212.578292 = -87962.723384
  nChanged 2
		SP:Iteration 24Q (5038.770000 sec): 3 clusters
  Score: Raw -91179.520705 + Penalty 3212.578292 = -87966.942413
  nChanged 1
		SP:Iteration 25Q (5038.770000 sec): 3 clusters
  Score: Raw -91183.172529 + Penalty 3212.578292 = -87970.594237
  nChanged 0
		SP:Iteration 26F (5038.780000 sec): 3 clusters
  Score: Raw -91183.172529 + Penalty 3212.578292 = -87970.594237
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 32.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (270214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5039.680000 sec): 2 clusters
  Score: Raw -39985991.386586 + Penalty 3101.728440 = -39982889.658146
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5040.680000 sec): 3 clusters
  Score: Raw -39807195.070625 + Penalty 6203.456880 = -39800991.613745
  nChanged 130534
		SP:Iteration 1F (5041.690000 sec): 3 clusters
  Score: Raw -39883668.818350 + Penalty 6203.456880 = -39877465.361470
  nChanged 5140
		SP:Iteration 2Q (5042.710000 sec): 3 clusters
  Score: Raw -39884380.080406 + Penalty 6203.456880 = -39878176.623525
  nChanged 5340
		SP:Iteration 3Q (5043.730000 sec): 3 clusters
  Score: Raw -39885214.015522 + Penalty 6203.456880 = -39879010.558642
  nChanged 6021
		SP:Iteration 4Q (5044.760000 sec): 3 clusters
  Score: Raw -39886393.176763 + Penalty 6203.456880 = -39880189.719883
  nChanged 7530
		SP:Iteration 5Q (5045.790000 sec): 3 clusters
  Score: Raw -39888419.676715 + Penalty 6203.456880 = -39882216.219835
  nChanged 10458
		SP:Iteration 6Q (5046.820000 sec): 3 clusters
  Score: Raw -39892368.842966 + Penalty 6203.456880 = -39886165.386086
  nChanged 14971
		SP:Iteration 7F (5047.810000 sec): 3 clusters
  Score: Raw -39900321.305414 + Penalty 6203.456880 = -39894117.848534
  nChanged 21013
		SP:Iteration 8F (5048.800000 sec): 3 clusters
  Score: Raw -39915633.318684 + Penalty 6203.456880 = -39909429.861804
  nChanged 25931
		SP:Iteration 9F (5049.800000 sec): 3 clusters
  Score: Raw -39939400.881527 + Penalty 6203.456880 = -39933197.424647
  nChanged 24056
		SP:Iteration 10F (5050.800000 sec): 3 clusters
  Score: Raw -39963974.261961 + Penalty 6203.456880 = -39957770.805081
  nChanged 14675
		SP:Iteration 11F (5051.780000 sec): 3 clusters
  Score: Raw -39978945.146073 + Penalty 6203.456880 = -39972741.689193
  nChanged 5636
		SP:Iteration 12Q (5052.640000 sec): 3 clusters
  Score: Raw -39984331.825729 + Penalty 6203.456880 = -39978128.368848
  nChanged 1490
		SP:Iteration 13Q (5053.390000 sec): 3 clusters
  Score: Raw -39985717.055677 + Penalty 6203.456880 = -39979513.598796
  nChanged 333
		SP:Iteration 14Q (5054.100000 sec): 3 clusters
  Score: Raw -39986056.501078 + Penalty 6203.456880 = -39979853.044198
  nChanged 101
		SP:Iteration 15Q (5054.790000 sec): 3 clusters
  Score: Raw -39986176.642160 + Penalty 6203.456880 = -39979973.185280
  nChanged 55
		SP:Iteration 16Q (5055.470000 sec): 3 clusters
  Score: Raw -39986245.375332 + Penalty 6203.456880 = -39980041.918452
  nChanged 29
		SP:Iteration 17Q (5056.160000 sec): 3 clusters
  Score: Raw -39986285.932183 + Penalty 6203.456880 = -39980082.475303
  nChanged 19
		SP:Iteration 18Q (5056.840000 sec): 3 clusters
  Score: Raw -39986313.071881 + Penalty 6203.456880 = -39980109.615001
  nChanged 15
		SP:Iteration 19Q (5057.520000 sec): 3 clusters
  Score: Raw -39986333.491007 + Penalty 6203.456880 = -39980130.034127
  nChanged 9
		SP:Iteration 20F (5058.500000 sec): 3 clusters
  Score: Raw -39986348.705196 + Penalty 6203.456880 = -39980145.248316
  nChanged 4
		SP:Iteration 21Q (5059.190000 sec): 3 clusters
  Score: Raw -39986357.097161 + Penalty 6203.456880 = -39980153.640280
  nChanged 7
		SP:Iteration 22Q (5059.870000 sec): 3 clusters
  Score: Raw -39986371.412054 + Penalty 6203.456880 = -39980167.955174
  nChanged 11
		SP:Iteration 23Q (5060.560000 sec): 3 clusters
  Score: Raw -39986387.239845 + Penalty 6203.456880 = -39980183.782965
  nChanged 3
		SP:Iteration 24Q (5061.230000 sec): 3 clusters
  Score: Raw -39986389.437181 + Penalty 6203.456880 = -39980185.980301
  nChanged 2
		SP:Iteration 25Q (5061.920000 sec): 3 clusters
  Score: Raw -39986392.713258 + Penalty 6203.456880 = -39980189.256378
  nChanged 1
		SP:Iteration 26Q (5062.600000 sec): 3 clusters
  Score: Raw -39986393.202706 + Penalty 6203.456880 = -39980189.745826
  nChanged 0
		SP:Iteration 27F (5063.580000 sec): 3 clusters
  Score: Raw -39986393.202706 + Penalty 6203.456880 = -39980189.745826
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5063.780000 sec): 2 clusters
  Score: Raw -5117737.973293 + Penalty 2583.838474 = -5115154.134819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5063.910000 sec): 3 clusters
  Score: Raw -5097480.229071 + Penalty 5167.676948 = -5092312.552123
  nChanged 15094
		SP:Iteration 1F (5064.030000 sec): 3 clusters
  Score: Raw -5105645.391885 + Penalty 5167.676948 = -5100477.714937
  nChanged 1597
		SP:Iteration 2Q (5064.160000 sec): 3 clusters
  Score: Raw -5106239.773135 + Penalty 5167.676948 = -5101072.096187
  nChanged 1641
		SP:Iteration 3Q (5064.280000 sec): 3 clusters
  Score: Raw -5106954.868854 + Penalty 5167.676948 = -5101787.191906
  nChanged 1905
		SP:Iteration 4F (5064.410000 sec): 3 clusters
  Score: Raw -5108014.276920 + Penalty 5167.676948 = -5102846.599972
  nChanged 2303
		SP:Iteration 5F (5064.530000 sec): 3 clusters
  Score: Raw -5109584.414847 + Penalty 5167.676948 = -5104416.737899
  nChanged 2557
		SP:Iteration 6F (5064.650000 sec): 3 clusters
  Score: Raw -5111711.262778 + Penalty 5167.676948 = -5106543.585830
  nChanged 2535
		SP:Iteration 7F (5064.780000 sec): 3 clusters
  Score: Raw -5114118.887615 + Penalty 5167.676948 = -5108951.210666
  nChanged 1938
		SP:Iteration 8F (5064.900000 sec): 3 clusters
  Score: Raw -5116048.052295 + Penalty 5167.676948 = -5110880.375347
  nChanged 1126
		SP:Iteration 9Q (5065.020000 sec): 3 clusters
  Score: Raw -5117158.732710 + Penalty 5167.676948 = -5111991.055762
  nChanged 486
		SP:Iteration 10Q (5065.130000 sec): 3 clusters
  Score: Raw -5117623.107675 + Penalty 5167.676948 = -5112455.430727
  nChanged 199
		SP:Iteration 11Q (5065.230000 sec): 3 clusters
  Score: Raw -5117830.342664 + Penalty 5167.676948 = -5112662.665716
  nChanged 103
		SP:Iteration 12Q (5065.320000 sec): 3 clusters
  Score: Raw -5117922.816682 + Penalty 5167.676948 = -5112755.139734
  nChanged 46
		SP:Iteration 13Q (5065.410000 sec): 3 clusters
  Score: Raw -5117969.006302 + Penalty 5167.676948 = -5112801.329354
  nChanged 29
		SP:Iteration 14Q (5065.500000 sec): 3 clusters
  Score: Raw -5117996.713676 + Penalty 5167.676948 = -5112829.036727
  nChanged 25
		SP:Iteration 15Q (5065.590000 sec): 3 clusters
  Score: Raw -5118029.538060 + Penalty 5167.676948 = -5112861.861112
  nChanged 20
		SP:Iteration 16Q (5065.680000 sec): 3 clusters
  Score: Raw -5118053.904098 + Penalty 5167.676948 = -5112886.227150
  nChanged 11
		SP:Iteration 17Q (5065.770000 sec): 3 clusters
  Score: Raw -5118067.669081 + Penalty 5167.676948 = -5112899.992133
  nChanged 5
		SP:Iteration 18Q (5065.850000 sec): 3 clusters
  Score: Raw -5118071.572781 + Penalty 5167.676948 = -5112903.895833
  nChanged 1
		SP:Iteration 19Q (5065.940000 sec): 3 clusters
  Score: Raw -5118073.738664 + Penalty 5167.676948 = -5112906.061716
  nChanged 3
		SP:Iteration 20F (5066.070000 sec): 3 clusters
  Score: Raw -5118076.942595 + Penalty 5167.676948 = -5112909.265646
  nChanged 3
		SP:Iteration 21Q (5066.150000 sec): 3 clusters
  Score: Raw -5118080.927316 + Penalty 5167.676948 = -5112913.250367
  nChanged 4
		SP:Iteration 22Q (5066.240000 sec): 3 clusters
  Score: Raw -5118084.408323 + Penalty 5167.676948 = -5112916.731375
  nChanged 1
		SP:Iteration 23Q (5066.330000 sec): 3 clusters
  Score: Raw -5118085.303336 + Penalty 5167.676948 = -5112917.626388
  nChanged 1
		SP:Iteration 24Q (5066.420000 sec): 3 clusters
  Score: Raw -5118085.829450 + Penalty 5167.676948 = -5112918.152502
  nChanged 0
		SP:Iteration 25F (5066.540000 sec): 3 clusters
  Score: Raw -5118085.829450 + Penalty 5167.676948 = -5112918.152502
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1040 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5066.560000 sec): 2 clusters
  Score: Raw -136069.930864 + Penalty 1722.850046 = -134347.080818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5066.560000 sec): 3 clusters
  Score: Raw -135868.484790 + Penalty 3445.700092 = -132422.784698
  nChanged 263
		SP:Iteration 1F (5066.570000 sec): 3 clusters
  Score: Raw -136170.186831 + Penalty 3445.700092 = -132724.486739
  nChanged 80
		SP:Iteration 2F (5066.570000 sec): 3 clusters
  Score: Raw -136276.773611 + Penalty 3445.700092 = -132831.073519
  nChanged 33
		SP:Iteration 3Q (5066.570000 sec): 3 clusters
  Score: Raw -136322.928774 + Penalty 3445.700092 = -132877.228682
  nChanged 19
		SP:Iteration 4Q (5066.580000 sec): 3 clusters
  Score: Raw -136351.560413 + Penalty 3445.700092 = -132905.860321
  nChanged 11
		SP:Iteration 5Q (5066.580000 sec): 3 clusters
  Score: Raw -136368.738330 + Penalty 3445.700092 = -132923.038238
  nChanged 12
		SP:Iteration 6Q (5066.590000 sec): 3 clusters
  Score: Raw -136378.818101 + Penalty 3445.700092 = -132933.118009
  nChanged 11
		SP:Iteration 7Q (5066.590000 sec): 3 clusters
  Score: Raw -136395.285807 + Penalty 3445.700092 = -132949.585715
  nChanged 12
		SP:Iteration 8Q (5066.590000 sec): 3 clusters
  Score: Raw -136411.519637 + Penalty 3445.700092 = -132965.819545
  nChanged 8
		SP:Iteration 9Q (5066.590000 sec): 3 clusters
  Score: Raw -136422.098978 + Penalty 3445.700092 = -132976.398886
  nChanged 7
		SP:Iteration 10Q (5066.600000 sec): 3 clusters
  Score: Raw -136431.034775 + Penalty 3445.700092 = -132985.334683
  nChanged 10
		SP:Iteration 11Q (5066.600000 sec): 3 clusters
  Score: Raw -136446.702524 + Penalty 3445.700092 = -133001.002432
  nChanged 12
		SP:Iteration 12Q (5066.610000 sec): 3 clusters
  Score: Raw -136469.778756 + Penalty 3445.700092 = -133024.078664
  nChanged 12
		SP:Iteration 13Q (5066.610000 sec): 3 clusters
  Score: Raw -136494.643635 + Penalty 3445.700092 = -133048.943543
  nChanged 8
		SP:Iteration 14Q (5066.610000 sec): 3 clusters
  Score: Raw -136503.470707 + Penalty 3445.700092 = -133057.770614
  nChanged 7
		SP:Iteration 15Q (5066.620000 sec): 3 clusters
  Score: Raw -136510.378889 + Penalty 3445.700092 = -133064.678796
  nChanged 4
		SP:Iteration 16Q (5066.620000 sec): 3 clusters
  Score: Raw -136513.742301 + Penalty 3445.700092 = -133068.042209
  nChanged 0
		SP:Iteration 17F (5066.630000 sec): 3 clusters
  Score: Raw -136513.742301 + Penalty 3445.700092 = -133068.042209
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (1144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5066.630000 sec): 2 clusters
  Score: Raw -145614.319752 + Penalty 1746.486971 = -143867.832782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5066.630000 sec): 3 clusters
  Score: Raw -145461.043834 + Penalty 3492.973941 = -141968.069893
  nChanged 349
		SP:Iteration 1F (5066.640000 sec): 3 clusters
  Score: Raw -146382.635907 + Penalty 3492.973941 = -142889.661965
  nChanged 157
		SP:Iteration 2F (5066.640000 sec): 3 clusters
  Score: Raw -147201.433214 + Penalty 3492.973941 = -143708.459273
  nChanged 137
		SP:Iteration 3F (5066.650000 sec): 3 clusters
  Score: Raw -148140.237826 + Penalty 3492.973941 = -144647.263884
  nChanged 76
		SP:Iteration 4F (5066.650000 sec): 3 clusters
  Score: Raw -149593.945254 + Penalty 3492.973941 = -146100.971313
  nChanged 46
		SP:Iteration 5Q (5066.650000 sec): 3 clusters
  Score: Raw -150556.512695 + Penalty 3492.973941 = -147063.538754
  nChanged 37
		SP:Iteration 6Q (5066.660000 sec): 3 clusters
  Score: Raw -150724.420811 + Penalty 3492.973941 = -147231.446870
  nChanged 23
		SP:Iteration 7Q (5066.660000 sec): 3 clusters
  Score: Raw -150825.577812 + Penalty 3492.973941 = -147332.603870
  nChanged 16
		SP:Iteration 8Q (5066.660000 sec): 3 clusters
  Score: Raw -150918.300708 + Penalty 3492.973941 = -147425.326767
  nChanged 19
		SP:Iteration 9Q (5066.670000 sec): 3 clusters
  Score: Raw -151090.219408 + Penalty 3492.973941 = -147597.245466
  nChanged 8
		SP:Iteration 10Q (5066.670000 sec): 3 clusters
  Score: Raw -151155.932487 + Penalty 3492.973941 = -147662.958546
  nChanged 6
		SP:Iteration 11Q (5066.670000 sec): 3 clusters
  Score: Raw -151213.569561 + Penalty 3492.973941 = -147720.595619
  nChanged 5
		SP:Iteration 12Q (5066.670000 sec): 3 clusters
  Score: Raw -151253.072952 + Penalty 3492.973941 = -147760.099011
  nChanged 6
		SP:Iteration 13Q (5066.680000 sec): 3 clusters
  Score: Raw -151303.805796 + Penalty 3492.973941 = -147810.831855
  nChanged 5
		SP:Iteration 14Q (5066.680000 sec): 3 clusters
  Score: Raw -151346.770518 + Penalty 3492.973941 = -147853.796576
  nChanged 3
		SP:Iteration 15Q (5066.680000 sec): 3 clusters
  Score: Raw -151355.556265 + Penalty 3492.973941 = -147862.582324
  nChanged 0
		SP:Iteration 16F (5066.690000 sec): 3 clusters
  Score: Raw -151357.193616 + Penalty 3492.973941 = -147864.219674
  nChanged 2
		SP:Iteration 17Q (5066.690000 sec): 3 clusters
  Score: Raw -151370.549189 + Penalty 3492.973941 = -147877.575248
  nChanged 3
		SP:Iteration 18Q (5066.690000 sec): 3 clusters
  Score: Raw -151386.248287 + Penalty 3492.973941 = -147893.274345
  nChanged 4
		SP:Iteration 19Q (5066.700000 sec): 3 clusters
  Score: Raw -151403.240584 + Penalty 3492.973941 = -147910.266643
  nChanged 2
		SP:Iteration 20F (5066.700000 sec): 3 clusters
  Score: Raw -151413.535013 + Penalty 3492.973941 = -147920.561072
  nChanged 1
		SP:Iteration 21Q (5066.700000 sec): 3 clusters
  Score: Raw -151416.775194 + Penalty 3492.973941 = -147923.801252
  nChanged 0
		SP:Iteration 22F (5066.710000 sec): 3 clusters
  Score: Raw -151416.775194 + Penalty 3492.973941 = -147923.801252
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 33.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5066.710000 sec): 2 clusters
  Score: Raw -59390.796509 + Penalty 1620.739835 = -57770.056674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5066.720000 sec): 3 clusters
  Score: Raw -59677.790028 + Penalty 3241.479670 = -56436.310357
  nChanged 250
		SP:Iteration 1F (5066.720000 sec): 3 clusters
  Score: Raw -61036.846373 + Penalty 3241.479670 = -57795.366702
  nChanged 123
		SP:Iteration 2F (5066.720000 sec): 3 clusters
  Score: Raw -62413.870520 + Penalty 3241.479670 = -59172.390849
  nChanged 45
		SP:Iteration 3F (5066.730000 sec): 3 clusters
  Score: Raw -63481.399773 + Penalty 3241.479670 = -60239.920102
  nChanged 27
		SP:Iteration 4Q (5066.730000 sec): 3 clusters
  Score: Raw -63764.574721 + Penalty 3241.479670 = -60523.095051
  nChanged 11
		SP:Iteration 5Q (5066.730000 sec): 3 clusters
  Score: Raw -63835.687754 + Penalty 3241.479670 = -60594.208084
  nChanged 3
		SP:Iteration 6Q (5066.730000 sec): 3 clusters
  Score: Raw -63844.468050 + Penalty 3241.479670 = -60602.988380
  nChanged 1
		SP:Iteration 7Q (5066.730000 sec): 3 clusters
  Score: Raw -63847.405326 + Penalty 3241.479670 = -60605.925655
  nChanged 1
		SP:Iteration 8Q (5066.730000 sec): 3 clusters
  Score: Raw -63849.655935 + Penalty 3241.479670 = -60608.176264
  nChanged 1
		SP:Iteration 9Q (5066.740000 sec): 3 clusters
  Score: Raw -63851.398440 + Penalty 3241.479670 = -60609.918770
  nChanged 0
		SP:Iteration 10F (5066.740000 sec): 3 clusters
  Score: Raw -63851.398440 + Penalty 3241.479670 = -60609.918770
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 34.
Iteration 99Q (5076.830000 sec): 35 clusters
  Score: Raw -117622239.741133 + Penalty 114739.327988 = -117507500.413145
  nChanged 180
Iteration 100F (5113.820000 sec): 35 clusters
  Score: Raw -117622861.210066 + Penalty 114739.327988 = -117508121.882077
  nChanged 155
Iteration 101Q (5123.820000 sec): 35 clusters
  Score: Raw -117623115.354354 + Penalty 114739.327988 = -117508376.026366
  nChanged 149
Iteration 102Q (5133.820000 sec): 35 clusters
  Score: Raw -117623195.520410 + Penalty 114739.327988 = -117508456.192422
  nChanged 128
Iteration 103Q (5143.800000 sec): 35 clusters
  Score: Raw -117623206.141887 + Penalty 114739.327988 = -117508466.813899
  nChanged 137
Iteration 104Q (5153.780000 sec): 35 clusters
  Score: Raw -117623221.495016 + Penalty 114739.327988 = -117508482.167028
  nChanged 139
Iteration 105Q (5163.760000 sec): 35 clusters
  Score: Raw -117623226.430110 + Penalty 114739.327988 = -117508487.102121
  nChanged 139
Iteration 106Q (5173.730000 sec): 35 clusters
  Score: Raw -117623230.716765 + Penalty 114739.327988 = -117508491.388777
  nChanged 134
Iteration 107Q (5183.770000 sec): 35 clusters
  Score: Raw -117623234.849562 + Penalty 114739.327988 = -117508495.521574
  nChanged 123
Iteration 108Q (5193.740000 sec): 35 clusters
  Score: Raw -117623238.630956 + Penalty 114739.327988 = -117508499.302968
  nChanged 107
Iteration 109Q (5203.720000 sec): 35 clusters
  Score: Raw -117623244.344067 + Penalty 114739.327988 = -117508505.016079
  nChanged 104
Iteration 110Q (5213.690000 sec): 35 clusters
  Score: Raw -117623247.459888 + Penalty 114739.327988 = -117508508.131900
  nChanged 90
Iteration 111Q (5223.720000 sec): 35 clusters
  Score: Raw -117623250.426673 + Penalty 114739.327988 = -117508511.098685
  nChanged 98
Iteration 112Q (5233.690000 sec): 35 clusters
  Score: Raw -117623253.216320 + Penalty 114739.327988 = -117508513.888332
  nChanged 95
Iteration 113Q (5243.680000 sec): 35 clusters
  Score: Raw -117623255.100484 + Penalty 114739.327988 = -117508515.772496
  nChanged 74
Iteration 114Q (5253.640000 sec): 35 clusters
  Score: Raw -117623256.399633 + Penalty 114739.327988 = -117508517.071645
  nChanged 81
Iteration 115Q (5263.620000 sec): 35 clusters
  Score: Raw -117623258.361524 + Penalty 114739.327988 = -117508519.033536
  nChanged 78
Iteration 116Q (5273.610000 sec): 35 clusters
  Score: Raw -117623260.410304 + Penalty 114739.327988 = -117508521.082316
  nChanged 59
Iteration 117Q (5283.580000 sec): 35 clusters
  Score: Raw -117623261.955661 + Penalty 114739.327988 = -117508522.627673
  nChanged 59
Iteration 118Q (5293.530000 sec): 35 clusters
  Score: Raw -117623263.095758 + Penalty 114739.327988 = -117508523.767770
  nChanged 54
Iteration 119Q (5303.490000 sec): 35 clusters
  Score: Raw -117623264.068852 + Penalty 114739.327988 = -117508524.740864
  nChanged 54
Iteration 120F (5340.430000 sec): 35 clusters
  Score: Raw -117623268.575188 + Penalty 114739.327988 = -117508529.247200
  nChanged 55
Iteration 121Q (5350.420000 sec): 35 clusters
  Score: Raw -117623374.608073 + Penalty 114739.327988 = -117508635.280084
  nChanged 62
Iteration 122Q (5360.410000 sec): 35 clusters
  Score: Raw -117623474.840407 + Penalty 114739.327988 = -117508735.512419
  nChanged 44
Iteration 123Q (5370.370000 sec): 35 clusters
  Score: Raw -117623500.457534 + Penalty 114739.327988 = -117508761.129546
  nChanged 43
Iteration 124Q (5380.300000 sec): 35 clusters
  Score: Raw -117623511.667185 + Penalty 114739.327988 = -117508772.339197
  nChanged 42
Iteration 125Q (5390.250000 sec): 35 clusters
  Score: Raw -117623553.364583 + Penalty 114739.327988 = -117508814.036595
  nChanged 46
Iteration 126Q (5400.200000 sec): 35 clusters
  Score: Raw -117623556.931999 + Penalty 114739.327988 = -117508817.604011
  nChanged 34
Iteration 127Q (5410.060000 sec): 35 clusters
  Score: Raw -117623557.643739 + Penalty 114739.327988 = -117508818.315751
  nChanged 28
Iteration 128Q (5419.960000 sec): 35 clusters
  Score: Raw -117623558.643016 + Penalty 114739.327988 = -117508819.315027
  nChanged 26
Iteration 129Q (5429.910000 sec): 35 clusters
  Score: Raw -117623560.151686 + Penalty 114739.327988 = -117508820.823698
  nChanged 21
Iteration 130Q (5439.870000 sec): 35 clusters
  Score: Raw -117623560.842062 + Penalty 114739.327988 = -117508821.514073
  nChanged 32
Iteration 131Q (5449.820000 sec): 35 clusters
  Score: Raw -117623561.565397 + Penalty 114739.327988 = -117508822.237409
  nChanged 31
Iteration 132Q (5459.770000 sec): 35 clusters
  Score: Raw -117623562.211301 + Penalty 114739.327988 = -117508822.883313
  nChanged 35
Iteration 133Q (5469.730000 sec): 35 clusters
  Score: Raw -117623563.058173 + Penalty 114739.327988 = -117508823.730185
  nChanged 29
Iteration 134Q (5479.770000 sec): 35 clusters
  Score: Raw -117623563.764008 + Penalty 114739.327988 = -117508824.436020
  nChanged 27
Iteration 135Q (5489.770000 sec): 35 clusters
  Score: Raw -117623564.382839 + Penalty 114739.327988 = -117508825.054850
  nChanged 31
Iteration 136Q (5499.720000 sec): 35 clusters
  Score: Raw -117623565.191451 + Penalty 114739.327988 = -117508825.863463
  nChanged 36
Iteration 137Q (5509.660000 sec): 35 clusters
  Score: Raw -117623566.061318 + Penalty 114739.327988 = -117508826.733330
  nChanged 24
Iteration 138Q (5519.590000 sec): 35 clusters
  Score: Raw -117623566.608845 + Penalty 114739.327988 = -117508827.280857
  nChanged 20
Writing temp clu file 
Because OldScore, -117508826.733330, is greater than current (better) Score,-117508827.280857 
 Compute initial score before splitting:   Score: Raw -117623566.608845 + Penalty 114739.327988 = -117508827.280857
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5519.750000 sec): 2 clusters
  Score: Raw -1045983.677138 + Penalty 2200.342051 = -1043783.335087
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5519.790000 sec): 3 clusters
  Score: Raw -1042337.449800 + Penalty 4400.684102 = -1037936.765699
  nChanged 2805
		SP:Iteration 1F (5519.820000 sec): 3 clusters
  Score: Raw -1043852.828936 + Penalty 4400.684102 = -1039452.144834
  nChanged 474
		SP:Iteration 2F (5519.840000 sec): 3 clusters
  Score: Raw -1044094.424039 + Penalty 4400.684102 = -1039693.739937
  nChanged 315
		SP:Iteration 3Q (5519.870000 sec): 3 clusters
  Score: Raw -1044240.705574 + Penalty 4400.684102 = -1039840.021473
  nChanged 235
		SP:Iteration 4Q (5519.890000 sec): 3 clusters
  Score: Raw -1044351.975263 + Penalty 4400.684102 = -1039951.291161
  nChanged 215
		SP:Iteration 5Q (5519.920000 sec): 3 clusters
  Score: Raw -1044439.528939 + Penalty 4400.684102 = -1040038.844837
  nChanged 195
		SP:Iteration 6Q (5519.950000 sec): 3 clusters
  Score: Raw -1044519.248032 + Penalty 4400.684102 = -1040118.563930
  nChanged 167
		SP:Iteration 7Q (5519.970000 sec): 3 clusters
  Score: Raw -1044588.979056 + Penalty 4400.684102 = -1040188.294955
  nChanged 158
		SP:Iteration 8Q (5520.000000 sec): 3 clusters
  Score: Raw -1044658.422329 + Penalty 4400.684102 = -1040257.738228
  nChanged 154
		SP:Iteration 9Q (5520.020000 sec): 3 clusters
  Score: Raw -1044725.011727 + Penalty 4400.684102 = -1040324.327625
  nChanged 162
		SP:Iteration 10Q (5520.050000 sec): 3 clusters
  Score: Raw -1044802.816131 + Penalty 4400.684102 = -1040402.132030
  nChanged 182
		SP:Iteration 11Q (5520.070000 sec): 3 clusters
  Score: Raw -1044891.847679 + Penalty 4400.684102 = -1040491.163577
  nChanged 173
		SP:Iteration 12Q (5520.100000 sec): 3 clusters
  Score: Raw -1044976.027665 + Penalty 4400.684102 = -1040575.343563
  nChanged 163
		SP:Iteration 13Q (5520.130000 sec): 3 clusters
  Score: Raw -1045068.430341 + Penalty 4400.684102 = -1040667.746240
  nChanged 172
		SP:Iteration 14Q (5520.150000 sec): 3 clusters
  Score: Raw -1045173.061487 + Penalty 4400.684102 = -1040772.377385
  nChanged 170
		SP:Iteration 15Q (5520.170000 sec): 3 clusters
  Score: Raw -1045274.582365 + Penalty 4400.684102 = -1040873.898263
  nChanged 178
		SP:Iteration 16Q (5520.200000 sec): 3 clusters
  Score: Raw -1045398.336720 + Penalty 4400.684102 = -1040997.652619
  nChanged 178
		SP:Iteration 17Q (5520.220000 sec): 3 clusters
  Score: Raw -1045519.824044 + Penalty 4400.684102 = -1041119.139943
  nChanged 172
		SP:Iteration 18Q (5520.250000 sec): 3 clusters
  Score: Raw -1045638.384595 + Penalty 4400.684102 = -1041237.700493
  nChanged 164
		SP:Iteration 19Q (5520.270000 sec): 3 clusters
  Score: Raw -1045751.271009 + Penalty 4400.684102 = -1041350.586908
  nChanged 142
		SP:Iteration 20F (5520.300000 sec): 3 clusters
  Score: Raw -1045846.641048 + Penalty 4400.684102 = -1041445.956947
  nChanged 113
		SP:Iteration 21Q (5520.320000 sec): 3 clusters
  Score: Raw -1045923.822033 + Penalty 4400.684102 = -1041523.137932
  nChanged 110
		SP:Iteration 22Q (5520.340000 sec): 3 clusters
  Score: Raw -1046002.104151 + Penalty 4400.684102 = -1041601.420049
  nChanged 93
		SP:Iteration 23Q (5520.370000 sec): 3 clusters
  Score: Raw -1046075.275644 + Penalty 4400.684102 = -1041674.591542
  nChanged 80
		SP:Iteration 24Q (5520.390000 sec): 3 clusters
  Score: Raw -1046128.326702 + Penalty 4400.684102 = -1041727.642600
  nChanged 55
		SP:Iteration 25Q (5520.410000 sec): 3 clusters
  Score: Raw -1046171.707720 + Penalty 4400.684102 = -1041771.023618
  nChanged 46
		SP:Iteration 26Q (5520.430000 sec): 3 clusters
  Score: Raw -1046208.746014 + Penalty 4400.684102 = -1041808.061913
  nChanged 42
		SP:Iteration 27Q (5520.450000 sec): 3 clusters
  Score: Raw -1046242.427476 + Penalty 4400.684102 = -1041841.743375
  nChanged 38
		SP:Iteration 28Q (5520.470000 sec): 3 clusters
  Score: Raw -1046270.485639 + Penalty 4400.684102 = -1041869.801537
  nChanged 19
		SP:Iteration 29Q (5520.490000 sec): 3 clusters
  Score: Raw -1046284.321613 + Penalty 4400.684102 = -1041883.637512
  nChanged 12
		SP:Iteration 30Q (5520.510000 sec): 3 clusters
  Score: Raw -1046292.376540 + Penalty 4400.684102 = -1041891.692439
  nChanged 11
		SP:Iteration 31Q (5520.530000 sec): 3 clusters
  Score: Raw -1046300.008912 + Penalty 4400.684102 = -1041899.324810
  nChanged 9
		SP:Iteration 32Q (5520.550000 sec): 3 clusters
  Score: Raw -1046310.219163 + Penalty 4400.684102 = -1041909.535061
  nChanged 12
		SP:Iteration 33Q (5520.570000 sec): 3 clusters
  Score: Raw -1046319.455276 + Penalty 4400.684102 = -1041918.771175
  nChanged 13
		SP:Iteration 34Q (5520.590000 sec): 3 clusters
  Score: Raw -1046328.862623 + Penalty 4400.684102 = -1041928.178522
  nChanged 7
		SP:Iteration 35Q (5520.610000 sec): 3 clusters
  Score: Raw -1046333.012770 + Penalty 4400.684102 = -1041932.328668
  nChanged 3
		SP:Iteration 36Q (5520.630000 sec): 3 clusters
  Score: Raw -1046335.356379 + Penalty 4400.684102 = -1041934.672277
  nChanged 3
		SP:Iteration 37Q (5520.650000 sec): 3 clusters
  Score: Raw -1046338.913265 + Penalty 4400.684102 = -1041938.229163
  nChanged 3
		SP:Iteration 38Q (5520.670000 sec): 3 clusters
  Score: Raw -1046342.050433 + Penalty 4400.684102 = -1041941.366332
  nChanged 2
		SP:Iteration 39Q (5520.690000 sec): 3 clusters
  Score: Raw -1046343.283474 + Penalty 4400.684102 = -1041942.599372
  nChanged 4
		SP:Iteration 40F (5520.720000 sec): 3 clusters
  Score: Raw -1046346.484797 + Penalty 4400.684102 = -1041945.800695
  nChanged 7
		SP:Iteration 41Q (5520.740000 sec): 3 clusters
  Score: Raw -1046353.108981 + Penalty 4400.684102 = -1041952.424879
  nChanged 7
		SP:Iteration 42Q (5520.760000 sec): 3 clusters
  Score: Raw -1046357.834109 + Penalty 4400.684102 = -1041957.150007
  nChanged 3
		SP:Iteration 43Q (5520.780000 sec): 3 clusters
  Score: Raw -1046359.049471 + Penalty 4400.684102 = -1041958.365370
  nChanged 4
		SP:Iteration 44Q (5520.800000 sec): 3 clusters
  Score: Raw -1046361.340824 + Penalty 4400.684102 = -1041960.656722
  nChanged 2
		SP:Iteration 45Q (5520.820000 sec): 3 clusters
  Score: Raw -1046362.617032 + Penalty 4400.684102 = -1041961.932931
  nChanged 2
		SP:Iteration 46Q (5520.850000 sec): 3 clusters
  Score: Raw -1046363.541881 + Penalty 4400.684102 = -1041962.857779
  nChanged 1
		SP:Iteration 47Q (5520.870000 sec): 3 clusters
  Score: Raw -1046363.951103 + Penalty 4400.684102 = -1041963.267001
  nChanged 2
		SP:Iteration 48Q (5520.890000 sec): 3 clusters
  Score: Raw -1046365.460694 + Penalty 4400.684102 = -1041964.776592
  nChanged 3
		SP:Iteration 49Q (5520.910000 sec): 3 clusters
  Score: Raw -1046367.826639 + Penalty 4400.684102 = -1041967.142538
  nChanged 1
		SP:Iteration 50Q (5520.930000 sec): 3 clusters
  Score: Raw -1046368.407776 + Penalty 4400.684102 = -1041967.723674
  nChanged 1
		SP:Iteration 51Q (5520.950000 sec): 3 clusters
  Score: Raw -1046368.873345 + Penalty 4400.684102 = -1041968.189243
  nChanged 1
		SP:Iteration 52Q (5520.970000 sec): 3 clusters
  Score: Raw -1046370.059607 + Penalty 4400.684102 = -1041969.375505
  nChanged 1
		SP:Iteration 53Q (5520.990000 sec): 3 clusters
  Score: Raw -1046370.669111 + Penalty 4400.684102 = -1041969.985010
  nChanged 1
		SP:Iteration 54Q (5521.010000 sec): 3 clusters
  Score: Raw -1046371.155305 + Penalty 4400.684102 = -1041970.471203
  nChanged 1
		SP:Iteration 55Q (5521.030000 sec): 3 clusters
  Score: Raw -1046372.511459 + Penalty 4400.684102 = -1041971.827358
  nChanged 3
		SP:Iteration 56Q (5521.050000 sec): 3 clusters
  Score: Raw -1046374.349523 + Penalty 4400.684102 = -1041973.665422
  nChanged 1
		SP:Iteration 57Q (5521.070000 sec): 3 clusters
  Score: Raw -1046375.736976 + Penalty 4400.684102 = -1041975.052875
  nChanged 1
		SP:Iteration 58Q (5521.090000 sec): 3 clusters
  Score: Raw -1046376.311223 + Penalty 4400.684102 = -1041975.627121
  nChanged 0
		SP:Iteration 59F (5521.110000 sec): 3 clusters
  Score: Raw -1046376.311223 + Penalty 4400.684102 = -1041975.627121
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5521.140000 sec): 2 clusters
  Score: Raw -1056398.542345 + Penalty 2206.523484 = -1054192.018860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5521.170000 sec): 3 clusters
  Score: Raw -1052585.349126 + Penalty 4413.046968 = -1048172.302158
  nChanged 2933
		SP:Iteration 1F (5521.190000 sec): 3 clusters
  Score: Raw -1054216.327450 + Penalty 4413.046968 = -1049803.280482
  nChanged 512
		SP:Iteration 2F (5521.220000 sec): 3 clusters
  Score: Raw -1054502.682011 + Penalty 4413.046968 = -1050089.635043
  nChanged 407
		SP:Iteration 3F (5521.250000 sec): 3 clusters
  Score: Raw -1054737.720025 + Penalty 4413.046968 = -1050324.673057
  nChanged 382
		SP:Iteration 4F (5521.270000 sec): 3 clusters
  Score: Raw -1054970.500324 + Penalty 4413.046968 = -1050557.453356
  nChanged 309
		SP:Iteration 5Q (5521.300000 sec): 3 clusters
  Score: Raw -1055172.804455 + Penalty 4413.046968 = -1050759.757487
  nChanged 307
		SP:Iteration 6Q (5521.330000 sec): 3 clusters
  Score: Raw -1055356.183172 + Penalty 4413.046968 = -1050943.136204
  nChanged 266
		SP:Iteration 7Q (5521.350000 sec): 3 clusters
  Score: Raw -1055514.212067 + Penalty 4413.046968 = -1051101.165099
  nChanged 231
		SP:Iteration 8Q (5521.380000 sec): 3 clusters
  Score: Raw -1055644.536061 + Penalty 4413.046968 = -1051231.489093
  nChanged 220
		SP:Iteration 9Q (5521.410000 sec): 3 clusters
  Score: Raw -1055776.672912 + Penalty 4413.046968 = -1051363.625944
  nChanged 232
		SP:Iteration 10Q (5521.430000 sec): 3 clusters
  Score: Raw -1055929.441043 + Penalty 4413.046968 = -1051516.394075
  nChanged 216
		SP:Iteration 11Q (5521.460000 sec): 3 clusters
  Score: Raw -1056067.380053 + Penalty 4413.046968 = -1051654.333085
  nChanged 212
		SP:Iteration 12Q (5521.490000 sec): 3 clusters
  Score: Raw -1056202.060389 + Penalty 4413.046968 = -1051789.013421
  nChanged 169
		SP:Iteration 13Q (5521.510000 sec): 3 clusters
  Score: Raw -1056305.421068 + Penalty 4413.046968 = -1051892.374099
  nChanged 149
		SP:Iteration 14Q (5521.540000 sec): 3 clusters
  Score: Raw -1056395.841619 + Penalty 4413.046968 = -1051982.794651
  nChanged 123
		SP:Iteration 15Q (5521.560000 sec): 3 clusters
  Score: Raw -1056474.661512 + Penalty 4413.046968 = -1052061.614543
  nChanged 113
		SP:Iteration 16Q (5521.590000 sec): 3 clusters
  Score: Raw -1056532.029515 + Penalty 4413.046968 = -1052118.982547
  nChanged 86
		SP:Iteration 17Q (5521.610000 sec): 3 clusters
  Score: Raw -1056576.723115 + Penalty 4413.046968 = -1052163.676147
  nChanged 86
		SP:Iteration 18Q (5521.640000 sec): 3 clusters
  Score: Raw -1056632.324072 + Penalty 4413.046968 = -1052219.277104
  nChanged 57
		SP:Iteration 19Q (5521.660000 sec): 3 clusters
  Score: Raw -1056662.354407 + Penalty 4413.046968 = -1052249.307439
  nChanged 42
		SP:Iteration 20F (5521.690000 sec): 3 clusters
  Score: Raw -1056680.553671 + Penalty 4413.046968 = -1052267.506702
  nChanged 34
		SP:Iteration 21Q (5521.710000 sec): 3 clusters
  Score: Raw -1056695.150702 + Penalty 4413.046968 = -1052282.103734
  nChanged 27
		SP:Iteration 22Q (5521.730000 sec): 3 clusters
  Score: Raw -1056704.257044 + Penalty 4413.046968 = -1052291.210076
  nChanged 24
		SP:Iteration 23Q (5521.760000 sec): 3 clusters
  Score: Raw -1056712.772819 + Penalty 4413.046968 = -1052299.725851
  nChanged 27
		SP:Iteration 24Q (5521.780000 sec): 3 clusters
  Score: Raw -1056719.729151 + Penalty 4413.046968 = -1052306.682183
  nChanged 13
		SP:Iteration 25Q (5521.810000 sec): 3 clusters
  Score: Raw -1056722.787338 + Penalty 4413.046968 = -1052309.740370
  nChanged 17
		SP:Iteration 26Q (5521.830000 sec): 3 clusters
  Score: Raw -1056726.591472 + Penalty 4413.046968 = -1052313.544503
  nChanged 11
		SP:Iteration 27Q (5521.860000 sec): 3 clusters
  Score: Raw -1056728.714195 + Penalty 4413.046968 = -1052315.667227
  nChanged 7
		SP:Iteration 28Q (5521.880000 sec): 3 clusters
  Score: Raw -1056730.198762 + Penalty 4413.046968 = -1052317.151794
  nChanged 6
		SP:Iteration 29Q (5521.900000 sec): 3 clusters
  Score: Raw -1056732.112267 + Penalty 4413.046968 = -1052319.065299
  nChanged 7
		SP:Iteration 30Q (5521.930000 sec): 3 clusters
  Score: Raw -1056733.743848 + Penalty 4413.046968 = -1052320.696879
  nChanged 5
		SP:Iteration 31Q (5521.950000 sec): 3 clusters
  Score: Raw -1056735.104325 + Penalty 4413.046968 = -1052322.057357
  nChanged 6
		SP:Iteration 32Q (5521.970000 sec): 3 clusters
  Score: Raw -1056736.374714 + Penalty 4413.046968 = -1052323.327746
  nChanged 5
		SP:Iteration 33Q (5522.000000 sec): 3 clusters
  Score: Raw -1056737.816299 + Penalty 4413.046968 = -1052324.769330
  nChanged 3
		SP:Iteration 34Q (5522.020000 sec): 3 clusters
  Score: Raw -1056738.600985 + Penalty 4413.046968 = -1052325.554017
  nChanged 6
		SP:Iteration 35Q (5522.050000 sec): 3 clusters
  Score: Raw -1056739.555627 + Penalty 4413.046968 = -1052326.508659
  nChanged 1
		SP:Iteration 36Q (5522.070000 sec): 3 clusters
  Score: Raw -1056739.722327 + Penalty 4413.046968 = -1052326.675359
  nChanged 1
		SP:Iteration 37Q (5522.090000 sec): 3 clusters
  Score: Raw -1056740.041018 + Penalty 4413.046968 = -1052326.994050
  nChanged 1
		SP:Iteration 38Q (5522.120000 sec): 3 clusters
  Score: Raw -1056740.168108 + Penalty 4413.046968 = -1052327.121140
  nChanged 1
		SP:Iteration 39Q (5522.140000 sec): 3 clusters
  Score: Raw -1056740.544535 + Penalty 4413.046968 = -1052327.497567
  nChanged 1
		SP:Iteration 40F (5522.170000 sec): 3 clusters
  Score: Raw -1056740.731983 + Penalty 4413.046968 = -1052327.685015
  nChanged 2
		SP:Iteration 41Q (5522.190000 sec): 3 clusters
  Score: Raw -1056741.021712 + Penalty 4413.046968 = -1052327.974744
  nChanged 0
		SP:Iteration 42F (5522.220000 sec): 3 clusters
  Score: Raw -1056741.021712 + Penalty 4413.046968 = -1052327.974744
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5522.310000 sec): 2 clusters
  Score: Raw -4004703.146646 + Penalty 2531.462575 = -4002171.684070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5522.410000 sec): 3 clusters
  Score: Raw -3988489.606163 + Penalty 5062.925151 = -3983426.681012
  nChanged 12197
		SP:Iteration 1F (5522.510000 sec): 3 clusters
  Score: Raw -3994928.496415 + Penalty 5062.925151 = -3989865.571264
  nChanged 1280
		SP:Iteration 2Q (5522.610000 sec): 3 clusters
  Score: Raw -3995328.056458 + Penalty 5062.925151 = -3990265.131307
  nChanged 1111
		SP:Iteration 3Q (5522.710000 sec): 3 clusters
  Score: Raw -3995653.470079 + Penalty 5062.925151 = -3990590.544929
  nChanged 968
		SP:Iteration 4Q (5522.810000 sec): 3 clusters
  Score: Raw -3995942.567300 + Penalty 5062.925151 = -3990879.642149
  nChanged 963
		SP:Iteration 5Q (5522.920000 sec): 3 clusters
  Score: Raw -3996245.846728 + Penalty 5062.925151 = -3991182.921578
  nChanged 972
		SP:Iteration 6Q (5523.020000 sec): 3 clusters
  Score: Raw -3996610.678120 + Penalty 5062.925151 = -3991547.752969
  nChanged 1160
		SP:Iteration 7Q (5523.120000 sec): 3 clusters
  Score: Raw -3997144.982272 + Penalty 5062.925151 = -3992082.057121
  nChanged 1352
		SP:Iteration 8Q (5523.220000 sec): 3 clusters
  Score: Raw -3997850.739264 + Penalty 5062.925151 = -3992787.814113
  nChanged 1524
		SP:Iteration 9F (5523.320000 sec): 3 clusters
  Score: Raw -3998782.572053 + Penalty 5062.925151 = -3993719.646902
  nChanged 1600
		SP:Iteration 10F (5523.420000 sec): 3 clusters
  Score: Raw -3999909.338915 + Penalty 5062.925151 = -3994846.413764
  nChanged 1633
		SP:Iteration 11F (5523.520000 sec): 3 clusters
  Score: Raw -4001155.178397 + Penalty 5062.925151 = -3996092.253246
  nChanged 1369
		SP:Iteration 12F (5523.620000 sec): 3 clusters
  Score: Raw -4002272.026308 + Penalty 5062.925151 = -3997209.101158
  nChanged 1053
		SP:Iteration 13Q (5523.720000 sec): 3 clusters
  Score: Raw -4003117.718666 + Penalty 5062.925151 = -3998054.793515
  nChanged 754
		SP:Iteration 14Q (5523.810000 sec): 3 clusters
  Score: Raw -4003680.425365 + Penalty 5062.925151 = -3998617.500215
  nChanged 536
		SP:Iteration 15Q (5523.900000 sec): 3 clusters
  Score: Raw -4004022.552368 + Penalty 5062.925151 = -3998959.627217
  nChanged 367
		SP:Iteration 16Q (5523.990000 sec): 3 clusters
  Score: Raw -4004223.197454 + Penalty 5062.925151 = -3999160.272303
  nChanged 296
		SP:Iteration 17Q (5524.070000 sec): 3 clusters
  Score: Raw -4004380.169816 + Penalty 5062.925151 = -3999317.244665
  nChanged 254
		SP:Iteration 18Q (5524.150000 sec): 3 clusters
  Score: Raw -4004506.802948 + Penalty 5062.925151 = -3999443.877797
  nChanged 212
		SP:Iteration 19Q (5524.230000 sec): 3 clusters
  Score: Raw -4004606.955531 + Penalty 5062.925151 = -3999544.030380
  nChanged 182
		SP:Iteration 20F (5524.330000 sec): 3 clusters
  Score: Raw -4004689.189101 + Penalty 5062.925151 = -3999626.263950
  nChanged 150
		SP:Iteration 21Q (5524.410000 sec): 3 clusters
  Score: Raw -4004755.854028 + Penalty 5062.925151 = -3999692.928877
  nChanged 137
		SP:Iteration 22Q (5524.480000 sec): 3 clusters
  Score: Raw -4004813.217979 + Penalty 5062.925151 = -3999750.292828
  nChanged 117
		SP:Iteration 23Q (5524.560000 sec): 3 clusters
  Score: Raw -4004857.114243 + Penalty 5062.925151 = -3999794.189092
  nChanged 88
		SP:Iteration 24Q (5524.630000 sec): 3 clusters
  Score: Raw -4004887.310603 + Penalty 5062.925151 = -3999824.385452
  nChanged 61
		SP:Iteration 25Q (5524.710000 sec): 3 clusters
  Score: Raw -4004904.899653 + Penalty 5062.925151 = -3999841.974503
  nChanged 52
		SP:Iteration 26Q (5524.790000 sec): 3 clusters
  Score: Raw -4004920.876550 + Penalty 5062.925151 = -3999857.951399
  nChanged 45
		SP:Iteration 27Q (5524.860000 sec): 3 clusters
  Score: Raw -4004932.454268 + Penalty 5062.925151 = -3999869.529117
  nChanged 43
		SP:Iteration 28Q (5524.940000 sec): 3 clusters
  Score: Raw -4004945.134480 + Penalty 5062.925151 = -3999882.209329
  nChanged 33
		SP:Iteration 29Q (5525.010000 sec): 3 clusters
  Score: Raw -4004952.820424 + Penalty 5062.925151 = -3999889.895274
  nChanged 25
		SP:Iteration 30Q (5525.090000 sec): 3 clusters
  Score: Raw -4004960.705528 + Penalty 5062.925151 = -3999897.780377
  nChanged 24
		SP:Iteration 31Q (5525.160000 sec): 3 clusters
  Score: Raw -4004968.566365 + Penalty 5062.925151 = -3999905.641214
  nChanged 22
		SP:Iteration 32Q (5525.230000 sec): 3 clusters
  Score: Raw -4004976.574944 + Penalty 5062.925151 = -3999913.649794
  nChanged 18
		SP:Iteration 33Q (5525.310000 sec): 3 clusters
  Score: Raw -4004980.986506 + Penalty 5062.925151 = -3999918.061355
  nChanged 17
		SP:Iteration 34Q (5525.380000 sec): 3 clusters
  Score: Raw -4004985.801998 + Penalty 5062.925151 = -3999922.876847
  nChanged 21
		SP:Iteration 35Q (5525.450000 sec): 3 clusters
  Score: Raw -4004992.973275 + Penalty 5062.925151 = -3999930.048125
  nChanged 24
		SP:Iteration 36Q (5525.540000 sec): 3 clusters
  Score: Raw -4005000.630822 + Penalty 5062.925151 = -3999937.705672
  nChanged 20
		SP:Iteration 37Q (5525.610000 sec): 3 clusters
  Score: Raw -4005005.894691 + Penalty 5062.925151 = -3999942.969540
  nChanged 15
		SP:Iteration 38Q (5525.680000 sec): 3 clusters
  Score: Raw -4005010.213432 + Penalty 5062.925151 = -3999947.288281
  nChanged 21
		SP:Iteration 39Q (5525.760000 sec): 3 clusters
  Score: Raw -4005016.370939 + Penalty 5062.925151 = -3999953.445788
  nChanged 17
		SP:Iteration 40F (5525.860000 sec): 3 clusters
  Score: Raw -4005021.380640 + Penalty 5062.925151 = -3999958.455489
  nChanged 22
		SP:Iteration 41Q (5525.930000 sec): 3 clusters
  Score: Raw -4005029.371406 + Penalty 5062.925151 = -3999966.446255
  nChanged 28
		SP:Iteration 42Q (5526.010000 sec): 3 clusters
  Score: Raw -4005037.664093 + Penalty 5062.925151 = -3999974.738942
  nChanged 18
		SP:Iteration 43Q (5526.080000 sec): 3 clusters
  Score: Raw -4005041.875077 + Penalty 5062.925151 = -3999978.949926
  nChanged 13
		SP:Iteration 44Q (5526.150000 sec): 3 clusters
  Score: Raw -4005044.908125 + Penalty 5062.925151 = -3999981.982974
  nChanged 10
		SP:Iteration 45Q (5526.220000 sec): 3 clusters
  Score: Raw -4005048.063866 + Penalty 5062.925151 = -3999985.138716
  nChanged 9
		SP:Iteration 46Q (5526.300000 sec): 3 clusters
  Score: Raw -4005050.417558 + Penalty 5062.925151 = -3999987.492407
  nChanged 8
		SP:Iteration 47Q (5526.370000 sec): 3 clusters
  Score: Raw -4005052.129975 + Penalty 5062.925151 = -3999989.204824
  nChanged 8
		SP:Iteration 48Q (5526.440000 sec): 3 clusters
  Score: Raw -4005054.625824 + Penalty 5062.925151 = -3999991.700673
  nChanged 9
		SP:Iteration 49Q (5526.510000 sec): 3 clusters
  Score: Raw -4005056.311360 + Penalty 5062.925151 = -3999993.386210
  nChanged 9
		SP:Iteration 50Q (5526.580000 sec): 3 clusters
  Score: Raw -4005058.442813 + Penalty 5062.925151 = -3999995.517663
  nChanged 13
		SP:Iteration 51Q (5526.660000 sec): 3 clusters
  Score: Raw -4005062.504509 + Penalty 5062.925151 = -3999999.579358
  nChanged 10
		SP:Iteration 52Q (5526.730000 sec): 3 clusters
  Score: Raw -4005064.620533 + Penalty 5062.925151 = -4000001.695382
  nChanged 7
		SP:Iteration 53Q (5526.800000 sec): 3 clusters
  Score: Raw -4005066.272363 + Penalty 5062.925151 = -4000003.347212
  nChanged 5
		SP:Iteration 54Q (5526.880000 sec): 3 clusters
  Score: Raw -4005067.035353 + Penalty 5062.925151 = -4000004.110202
  nChanged 5
		SP:Iteration 55Q (5526.950000 sec): 3 clusters
  Score: Raw -4005067.827433 + Penalty 5062.925151 = -4000004.902282
  nChanged 3
		SP:Iteration 56Q (5527.020000 sec): 3 clusters
  Score: Raw -4005068.181817 + Penalty 5062.925151 = -4000005.256667
  nChanged 1
		SP:Iteration 57Q (5527.100000 sec): 3 clusters
  Score: Raw -4005068.530665 + Penalty 5062.925151 = -4000005.605514
  nChanged 1
		SP:Iteration 58Q (5527.170000 sec): 3 clusters
  Score: Raw -4005068.986040 + Penalty 5062.925151 = -4000006.060889
  nChanged 2
		SP:Iteration 59Q (5527.240000 sec): 3 clusters
  Score: Raw -4005069.674139 + Penalty 5062.925151 = -4000006.748988
  nChanged 1
		SP:Iteration 60F (5527.340000 sec): 3 clusters
  Score: Raw -4005069.943725 + Penalty 5062.925151 = -4000007.018574
  nChanged 1
		SP:Iteration 61Q (5527.410000 sec): 3 clusters
  Score: Raw -4005070.230402 + Penalty 5062.925151 = -4000007.305251
  nChanged 1
		SP:Iteration 62Q (5527.490000 sec): 3 clusters
  Score: Raw -4005070.388292 + Penalty 5062.925151 = -4000007.463141
  nChanged 1
		SP:Iteration 63Q (5527.560000 sec): 3 clusters
  Score: Raw -4005070.552470 + Penalty 5062.925151 = -4000007.627320
  nChanged 0
		SP:Iteration 64F (5527.660000 sec): 3 clusters
  Score: Raw -4005070.552470 + Penalty 5062.925151 = -4000007.627320
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (23972 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5527.730000 sec): 2 clusters
  Score: Raw -3323176.781255 + Penalty 2500.991157 = -3320675.790098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5527.820000 sec): 3 clusters
  Score: Raw -3309040.571811 + Penalty 5001.982314 = -3304038.589497
  nChanged 10679
		SP:Iteration 1F (5527.910000 sec): 3 clusters
  Score: Raw -3315078.332374 + Penalty 5001.982314 = -3310076.350061
  nChanged 1352
		SP:Iteration 2F (5528.000000 sec): 3 clusters
  Score: Raw -3315654.933013 + Penalty 5001.982314 = -3310652.950699
  nChanged 1232
		SP:Iteration 3F (5528.090000 sec): 3 clusters
  Score: Raw -3316170.386489 + Penalty 5001.982314 = -3311168.404176
  nChanged 1133
		SP:Iteration 4Q (5528.180000 sec): 3 clusters
  Score: Raw -3316673.918265 + Penalty 5001.982314 = -3311671.935951
  nChanged 1106
		SP:Iteration 5Q (5528.280000 sec): 3 clusters
  Score: Raw -3317230.944295 + Penalty 5001.982314 = -3312228.961982
  nChanged 1185
		SP:Iteration 6Q (5528.370000 sec): 3 clusters
  Score: Raw -3317931.817016 + Penalty 5001.982314 = -3312929.834703
  nChanged 1275
		SP:Iteration 7F (5528.450000 sec): 3 clusters
  Score: Raw -3318764.409107 + Penalty 5001.982314 = -3313762.426793
  nChanged 1264
		SP:Iteration 8F (5528.540000 sec): 3 clusters
  Score: Raw -3319655.265372 + Penalty 5001.982314 = -3314653.283059
  nChanged 1142
		SP:Iteration 9Q (5528.630000 sec): 3 clusters
  Score: Raw -3320470.144134 + Penalty 5001.982314 = -3315468.161820
  nChanged 1010
		SP:Iteration 10Q (5528.720000 sec): 3 clusters
  Score: Raw -3321206.081298 + Penalty 5001.982314 = -3316204.098984
  nChanged 849
		SP:Iteration 11Q (5528.800000 sec): 3 clusters
  Score: Raw -3321791.728760 + Penalty 5001.982314 = -3316789.746446
  nChanged 664
		SP:Iteration 12Q (5528.880000 sec): 3 clusters
  Score: Raw -3322223.878685 + Penalty 5001.982314 = -3317221.896371
  nChanged 542
		SP:Iteration 13Q (5528.960000 sec): 3 clusters
  Score: Raw -3322582.400807 + Penalty 5001.982314 = -3317580.418493
  nChanged 427
		SP:Iteration 14Q (5529.040000 sec): 3 clusters
  Score: Raw -3322863.439685 + Penalty 5001.982314 = -3317861.457371
  nChanged 352
		SP:Iteration 15Q (5529.110000 sec): 3 clusters
  Score: Raw -3323071.285841 + Penalty 5001.982314 = -3318069.303527
  nChanged 262
		SP:Iteration 16Q (5529.180000 sec): 3 clusters
  Score: Raw -3323211.659987 + Penalty 5001.982314 = -3318209.677673
  nChanged 213
		SP:Iteration 17Q (5529.250000 sec): 3 clusters
  Score: Raw -3323321.299229 + Penalty 5001.982314 = -3318319.316916
  nChanged 161
		SP:Iteration 18Q (5529.320000 sec): 3 clusters
  Score: Raw -3323385.115860 + Penalty 5001.982314 = -3318383.133547
  nChanged 113
		SP:Iteration 19Q (5529.390000 sec): 3 clusters
  Score: Raw -3323427.720873 + Penalty 5001.982314 = -3318425.738560
  nChanged 98
		SP:Iteration 20F (5529.480000 sec): 3 clusters
  Score: Raw -3323461.598256 + Penalty 5001.982314 = -3318459.615942
  nChanged 75
		SP:Iteration 21Q (5529.550000 sec): 3 clusters
  Score: Raw -3323483.559631 + Penalty 5001.982314 = -3318481.577317
  nChanged 61
		SP:Iteration 22Q (5529.610000 sec): 3 clusters
  Score: Raw -3323502.035718 + Penalty 5001.982314 = -3318500.053404
  nChanged 62
		SP:Iteration 23Q (5529.680000 sec): 3 clusters
  Score: Raw -3323521.827243 + Penalty 5001.982314 = -3318519.844929
  nChanged 56
		SP:Iteration 24Q (5529.750000 sec): 3 clusters
  Score: Raw -3323537.084949 + Penalty 5001.982314 = -3318535.102635
  nChanged 42
		SP:Iteration 25Q (5529.810000 sec): 3 clusters
  Score: Raw -3323548.675140 + Penalty 5001.982314 = -3318546.692827
  nChanged 37
		SP:Iteration 26Q (5529.880000 sec): 3 clusters
  Score: Raw -3323558.566401 + Penalty 5001.982314 = -3318556.584087
  nChanged 35
		SP:Iteration 27Q (5529.950000 sec): 3 clusters
  Score: Raw -3323566.986851 + Penalty 5001.982314 = -3318565.004537
  nChanged 26
		SP:Iteration 28Q (5530.010000 sec): 3 clusters
  Score: Raw -3323574.647671 + Penalty 5001.982314 = -3318572.665357
  nChanged 35
		SP:Iteration 29Q (5530.080000 sec): 3 clusters
  Score: Raw -3323587.344292 + Penalty 5001.982314 = -3318585.361978
  nChanged 31
		SP:Iteration 30Q (5530.150000 sec): 3 clusters
  Score: Raw -3323594.529947 + Penalty 5001.982314 = -3318592.547634
  nChanged 23
		SP:Iteration 31Q (5530.210000 sec): 3 clusters
  Score: Raw -3323600.577153 + Penalty 5001.982314 = -3318598.594839
  nChanged 22
		SP:Iteration 32Q (5530.280000 sec): 3 clusters
  Score: Raw -3323605.445074 + Penalty 5001.982314 = -3318603.462760
  nChanged 18
		SP:Iteration 33Q (5530.350000 sec): 3 clusters
  Score: Raw -3323609.973121 + Penalty 5001.982314 = -3318607.990807
  nChanged 19
		SP:Iteration 34Q (5530.410000 sec): 3 clusters
  Score: Raw -3323614.675616 + Penalty 5001.982314 = -3318612.693302
  nChanged 25
		SP:Iteration 35Q (5530.480000 sec): 3 clusters
  Score: Raw -3323622.819141 + Penalty 5001.982314 = -3318620.836828
  nChanged 26
		SP:Iteration 36Q (5530.550000 sec): 3 clusters
  Score: Raw -3323631.000893 + Penalty 5001.982314 = -3318629.018579
  nChanged 29
		SP:Iteration 37Q (5530.610000 sec): 3 clusters
  Score: Raw -3323638.781352 + Penalty 5001.982314 = -3318636.799038
  nChanged 21
		SP:Iteration 38Q (5530.680000 sec): 3 clusters
  Score: Raw -3323644.188561 + Penalty 5001.982314 = -3318642.206247
  nChanged 20
		SP:Iteration 39Q (5530.750000 sec): 3 clusters
  Score: Raw -3323648.598432 + Penalty 5001.982314 = -3318646.616118
  nChanged 17
		SP:Iteration 40F (5530.840000 sec): 3 clusters
  Score: Raw -3323652.915101 + Penalty 5001.982314 = -3318650.932787
  nChanged 25
		SP:Iteration 41Q (5530.900000 sec): 3 clusters
  Score: Raw -3323660.918176 + Penalty 5001.982314 = -3318658.935862
  nChanged 23
		SP:Iteration 42Q (5530.970000 sec): 3 clusters
  Score: Raw -3323667.811631 + Penalty 5001.982314 = -3318665.829317
  nChanged 22
		SP:Iteration 43Q (5531.030000 sec): 3 clusters
  Score: Raw -3323673.063668 + Penalty 5001.982314 = -3318671.081354
  nChanged 20
		SP:Iteration 44Q (5531.100000 sec): 3 clusters
  Score: Raw -3323678.217728 + Penalty 5001.982314 = -3318676.235415
  nChanged 16
		SP:Iteration 45Q (5531.170000 sec): 3 clusters
  Score: Raw -3323682.244941 + Penalty 5001.982314 = -3318680.262627
  nChanged 17
		SP:Iteration 46Q (5531.230000 sec): 3 clusters
  Score: Raw -3323686.440561 + Penalty 5001.982314 = -3318684.458247
  nChanged 10
		SP:Iteration 47Q (5531.300000 sec): 3 clusters
  Score: Raw -3323689.004393 + Penalty 5001.982314 = -3318687.022079
  nChanged 16
		SP:Iteration 48Q (5531.370000 sec): 3 clusters
  Score: Raw -3323693.414434 + Penalty 5001.982314 = -3318691.432120
  nChanged 11
		SP:Iteration 49Q (5531.430000 sec): 3 clusters
  Score: Raw -3323696.353585 + Penalty 5001.982314 = -3318694.371271
  nChanged 11
		SP:Iteration 50Q (5531.500000 sec): 3 clusters
  Score: Raw -3323701.010644 + Penalty 5001.982314 = -3318699.028331
  nChanged 18
		SP:Iteration 51Q (5531.560000 sec): 3 clusters
  Score: Raw -3323705.241305 + Penalty 5001.982314 = -3318703.258991
  nChanged 14
		SP:Iteration 52Q (5531.630000 sec): 3 clusters
  Score: Raw -3323709.615086 + Penalty 5001.982314 = -3318707.632773
  nChanged 12
		SP:Iteration 53Q (5531.690000 sec): 3 clusters
  Score: Raw -3323712.724053 + Penalty 5001.982314 = -3318710.741739
  nChanged 14
		SP:Iteration 54Q (5531.760000 sec): 3 clusters
  Score: Raw -3323717.029886 + Penalty 5001.982314 = -3318715.047573
  nChanged 22
		SP:Iteration 55Q (5531.830000 sec): 3 clusters
  Score: Raw -3323722.826204 + Penalty 5001.982314 = -3318720.843891
  nChanged 16
		SP:Iteration 56Q (5531.890000 sec): 3 clusters
  Score: Raw -3323727.769139 + Penalty 5001.982314 = -3318725.786825
  nChanged 13
		SP:Iteration 57Q (5531.950000 sec): 3 clusters
  Score: Raw -3323731.750721 + Penalty 5001.982314 = -3318729.768407
  nChanged 15
		SP:Iteration 58Q (5532.020000 sec): 3 clusters
  Score: Raw -3323735.825832 + Penalty 5001.982314 = -3318733.843518
  nChanged 18
		SP:Iteration 59Q (5532.090000 sec): 3 clusters
  Score: Raw -3323740.736148 + Penalty 5001.982314 = -3318738.753834
  nChanged 18
		SP:Iteration 60F (5532.170000 sec): 3 clusters
  Score: Raw -3323746.561394 + Penalty 5001.982314 = -3318744.579080
  nChanged 15
		SP:Iteration 61Q (5532.230000 sec): 3 clusters
  Score: Raw -3323750.974505 + Penalty 5001.982314 = -3318748.992191
  nChanged 8
		SP:Iteration 62Q (5532.300000 sec): 3 clusters
  Score: Raw -3323752.888300 + Penalty 5001.982314 = -3318750.905987
  nChanged 3
		SP:Iteration 63Q (5532.370000 sec): 3 clusters
  Score: Raw -3323753.531206 + Penalty 5001.982314 = -3318751.548893
  nChanged 3
		SP:Iteration 64Q (5532.430000 sec): 3 clusters
  Score: Raw -3323754.216512 + Penalty 5001.982314 = -3318752.234198
  nChanged 2
		SP:Iteration 65Q (5532.500000 sec): 3 clusters
  Score: Raw -3323755.052788 + Penalty 5001.982314 = -3318753.070474
  nChanged 3
		SP:Iteration 66Q (5532.560000 sec): 3 clusters
  Score: Raw -3323755.610148 + Penalty 5001.982314 = -3318753.627834
  nChanged 2
		SP:Iteration 67Q (5532.630000 sec): 3 clusters
  Score: Raw -3323755.932685 + Penalty 5001.982314 = -3318753.950371
  nChanged 2
		SP:Iteration 68Q (5532.690000 sec): 3 clusters
  Score: Raw -3323756.284257 + Penalty 5001.982314 = -3318754.301944
  nChanged 1
		SP:Iteration 69Q (5532.760000 sec): 3 clusters
  Score: Raw -3323756.421433 + Penalty 5001.982314 = -3318754.439119
  nChanged 0
		SP:Iteration 70F (5532.850000 sec): 3 clusters
  Score: Raw -3323756.421433 + Penalty 5001.982314 = -3318754.439119
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5532.870000 sec): 2 clusters
  Score: Raw -495297.937820 + Penalty 2019.664378 = -493278.273441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5532.880000 sec): 3 clusters
  Score: Raw -493775.329505 + Penalty 4039.328756 = -489736.000749
  nChanged 1240
		SP:Iteration 1F (5532.890000 sec): 3 clusters
  Score: Raw -494532.492518 + Penalty 4039.328756 = -490493.163762
  nChanged 257
		SP:Iteration 2F (5532.900000 sec): 3 clusters
  Score: Raw -494700.611072 + Penalty 4039.328756 = -490661.282315
  nChanged 167
		SP:Iteration 3Q (5532.910000 sec): 3 clusters
  Score: Raw -494821.997480 + Penalty 4039.328756 = -490782.668724
  nChanged 149
		SP:Iteration 4Q (5532.930000 sec): 3 clusters
  Score: Raw -494936.057761 + Penalty 4039.328756 = -490896.729004
  nChanged 140
		SP:Iteration 5Q (5532.940000 sec): 3 clusters
  Score: Raw -495058.608911 + Penalty 4039.328756 = -491019.280155
  nChanged 153
		SP:Iteration 6Q (5532.950000 sec): 3 clusters
  Score: Raw -495185.876984 + Penalty 4039.328756 = -491146.548227
  nChanged 131
		SP:Iteration 7Q (5532.960000 sec): 3 clusters
  Score: Raw -495291.173546 + Penalty 4039.328756 = -491251.844790
  nChanged 123
		SP:Iteration 8Q (5532.970000 sec): 3 clusters
  Score: Raw -495402.305430 + Penalty 4039.328756 = -491362.976674
  nChanged 113
		SP:Iteration 9Q (5532.990000 sec): 3 clusters
  Score: Raw -495502.151395 + Penalty 4039.328756 = -491462.822639
  nChanged 103
		SP:Iteration 10Q (5533.000000 sec): 3 clusters
  Score: Raw -495591.018531 + Penalty 4039.328756 = -491551.689774
  nChanged 111
		SP:Iteration 11Q (5533.010000 sec): 3 clusters
  Score: Raw -495687.519394 + Penalty 4039.328756 = -491648.190638
  nChanged 84
		SP:Iteration 12Q (5533.030000 sec): 3 clusters
  Score: Raw -495761.225488 + Penalty 4039.328756 = -491721.896732
  nChanged 87
		SP:Iteration 13Q (5533.040000 sec): 3 clusters
  Score: Raw -495842.182626 + Penalty 4039.328756 = -491802.853870
  nChanged 77
		SP:Iteration 14Q (5533.050000 sec): 3 clusters
  Score: Raw -495929.213171 + Penalty 4039.328756 = -491889.884414
  nChanged 88
		SP:Iteration 15Q (5533.060000 sec): 3 clusters
  Score: Raw -496034.219724 + Penalty 4039.328756 = -491994.890967
  nChanged 84
		SP:Iteration 16Q (5533.070000 sec): 3 clusters
  Score: Raw -496128.328558 + Penalty 4039.328756 = -492088.999801
  nChanged 78
		SP:Iteration 17Q (5533.090000 sec): 3 clusters
  Score: Raw -496224.760885 + Penalty 4039.328756 = -492185.432129
  nChanged 92
		SP:Iteration 18Q (5533.100000 sec): 3 clusters
  Score: Raw -496350.790426 + Penalty 4039.328756 = -492311.461670
  nChanged 89
		SP:Iteration 19Q (5533.110000 sec): 3 clusters
  Score: Raw -496469.965906 + Penalty 4039.328756 = -492430.637149
  nChanged 82
		SP:Iteration 20F (5533.120000 sec): 3 clusters
  Score: Raw -496574.370543 + Penalty 4039.328756 = -492535.041787
  nChanged 84
		SP:Iteration 21Q (5533.130000 sec): 3 clusters
  Score: Raw -496672.282227 + Penalty 4039.328756 = -492632.953470
  nChanged 76
		SP:Iteration 22Q (5533.140000 sec): 3 clusters
  Score: Raw -496753.439940 + Penalty 4039.328756 = -492714.111184
  nChanged 63
		SP:Iteration 23Q (5533.150000 sec): 3 clusters
  Score: Raw -496795.925438 + Penalty 4039.328756 = -492756.596682
  nChanged 45
		SP:Iteration 24Q (5533.160000 sec): 3 clusters
  Score: Raw -496825.066625 + Penalty 4039.328756 = -492785.737869
  nChanged 40
		SP:Iteration 25Q (5533.170000 sec): 3 clusters
  Score: Raw -496854.881363 + Penalty 4039.328756 = -492815.552606
  nChanged 40
		SP:Iteration 26Q (5533.180000 sec): 3 clusters
  Score: Raw -496884.168200 + Penalty 4039.328756 = -492844.839444
  nChanged 41
		SP:Iteration 27Q (5533.190000 sec): 3 clusters
  Score: Raw -496910.512343 + Penalty 4039.328756 = -492871.183586
  nChanged 33
		SP:Iteration 28Q (5533.200000 sec): 3 clusters
  Score: Raw -496933.574146 + Penalty 4039.328756 = -492894.245390
  nChanged 36
		SP:Iteration 29Q (5533.210000 sec): 3 clusters
  Score: Raw -496956.744108 + Penalty 4039.328756 = -492917.415352
  nChanged 29
		SP:Iteration 30Q (5533.230000 sec): 3 clusters
  Score: Raw -496974.537998 + Penalty 4039.328756 = -492935.209241
  nChanged 24
		SP:Iteration 31Q (5533.230000 sec): 3 clusters
  Score: Raw -496988.859893 + Penalty 4039.328756 = -492949.531137
  nChanged 20
		SP:Iteration 32Q (5533.250000 sec): 3 clusters
  Score: Raw -496999.094751 + Penalty 4039.328756 = -492959.765995
  nChanged 12
		SP:Iteration 33Q (5533.250000 sec): 3 clusters
  Score: Raw -497002.764086 + Penalty 4039.328756 = -492963.435330
  nChanged 7
		SP:Iteration 34Q (5533.270000 sec): 3 clusters
  Score: Raw -497004.754678 + Penalty 4039.328756 = -492965.425922
  nChanged 3
		SP:Iteration 35Q (5533.270000 sec): 3 clusters
  Score: Raw -497005.721788 + Penalty 4039.328756 = -492966.393032
  nChanged 3
		SP:Iteration 36Q (5533.290000 sec): 3 clusters
  Score: Raw -497006.736873 + Penalty 4039.328756 = -492967.408117
  nChanged 2
		SP:Iteration 37Q (5533.290000 sec): 3 clusters
  Score: Raw -497007.249744 + Penalty 4039.328756 = -492967.920988
  nChanged 1
		SP:Iteration 38Q (5533.310000 sec): 3 clusters
  Score: Raw -497007.433455 + Penalty 4039.328756 = -492968.104699
  nChanged 1
		SP:Iteration 39Q (5533.310000 sec): 3 clusters
  Score: Raw -497007.833969 + Penalty 4039.328756 = -492968.505213
  nChanged 1
		SP:Iteration 40F (5533.330000 sec): 3 clusters
  Score: Raw -497008.018099 + Penalty 4039.328756 = -492968.689343
  nChanged 1
		SP:Iteration 41Q (5533.340000 sec): 3 clusters
  Score: Raw -497008.432371 + Penalty 4039.328756 = -492969.103614
  nChanged 2
		SP:Iteration 42Q (5533.350000 sec): 3 clusters
  Score: Raw -497009.294181 + Penalty 4039.328756 = -492969.965424
  nChanged 3
		SP:Iteration 43Q (5533.360000 sec): 3 clusters
  Score: Raw -497010.757709 + Penalty 4039.328756 = -492971.428953
  nChanged 3
		SP:Iteration 44Q (5533.370000 sec): 3 clusters
  Score: Raw -497011.842954 + Penalty 4039.328756 = -492972.514197
  nChanged 3
		SP:Iteration 45Q (5533.380000 sec): 3 clusters
  Score: Raw -497012.781027 + Penalty 4039.328756 = -492973.452270
  nChanged 3
		SP:Iteration 46Q (5533.390000 sec): 3 clusters
  Score: Raw -497013.598648 + Penalty 4039.328756 = -492974.269892
  nChanged 5
		SP:Iteration 47Q (5533.400000 sec): 3 clusters
  Score: Raw -497015.270103 + Penalty 4039.328756 = -492975.941347
  nChanged 4
		SP:Iteration 48Q (5533.410000 sec): 3 clusters
  Score: Raw -497017.823343 + Penalty 4039.328756 = -492978.494587
  nChanged 3
		SP:Iteration 49Q (5533.420000 sec): 3 clusters
  Score: Raw -497019.348166 + Penalty 4039.328756 = -492980.019409
  nChanged 2
		SP:Iteration 50Q (5533.430000 sec): 3 clusters
  Score: Raw -497020.656597 + Penalty 4039.328756 = -492981.327840
  nChanged 3
		SP:Iteration 51Q (5533.440000 sec): 3 clusters
  Score: Raw -497021.776882 + Penalty 4039.328756 = -492982.448125
  nChanged 4
		SP:Iteration 52Q (5533.450000 sec): 3 clusters
  Score: Raw -497023.715468 + Penalty 4039.328756 = -492984.386712
  nChanged 3
		SP:Iteration 53Q (5533.460000 sec): 3 clusters
  Score: Raw -497025.279414 + Penalty 4039.328756 = -492985.950657
  nChanged 1
		SP:Iteration 54Q (5533.470000 sec): 3 clusters
  Score: Raw -497025.500055 + Penalty 4039.328756 = -492986.171298
  nChanged 2
		SP:Iteration 55Q (5533.480000 sec): 3 clusters
  Score: Raw -497026.101532 + Penalty 4039.328756 = -492986.772776
  nChanged 1
		SP:Iteration 56Q (5533.490000 sec): 3 clusters
  Score: Raw -497026.327584 + Penalty 4039.328756 = -492986.998827
  nChanged 0
		SP:Iteration 57F (5533.500000 sec): 3 clusters
  Score: Raw -497026.327584 + Penalty 4039.328756 = -492986.998827
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5533.510000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5533.510000 sec): 3 clusters
  Score: Raw -126942.556142 + Penalty 3350.283633 = -123592.272508
  nChanged 212
		SP:Iteration 1F (5533.510000 sec): 3 clusters
  Score: Raw -127223.621326 + Penalty 3350.283633 = -123873.337693
  nChanged 36
		SP:Iteration 2Q (5533.510000 sec): 3 clusters
  Score: Raw -127287.757681 + Penalty 3350.283633 = -123937.474047
  nChanged 22
		SP:Iteration 3Q (5533.520000 sec): 3 clusters
  Score: Raw -127320.412288 + Penalty 3350.283633 = -123970.128654
  nChanged 15
		SP:Iteration 4Q (5533.520000 sec): 3 clusters
  Score: Raw -127338.771886 + Penalty 3350.283633 = -123988.488252
  nChanged 8
		SP:Iteration 5Q (5533.520000 sec): 3 clusters
  Score: Raw -127348.623311 + Penalty 3350.283633 = -123998.339678
  nChanged 7
		SP:Iteration 6Q (5533.530000 sec): 3 clusters
  Score: Raw -127356.297809 + Penalty 3350.283633 = -124006.014175
  nChanged 7
		SP:Iteration 7Q (5533.530000 sec): 3 clusters
  Score: Raw -127374.979613 + Penalty 3350.283633 = -124024.695979
  nChanged 7
		SP:Iteration 8Q (5533.530000 sec): 3 clusters
  Score: Raw -127385.596839 + Penalty 3350.283633 = -124035.313206
  nChanged 5
		SP:Iteration 9Q (5533.530000 sec): 3 clusters
  Score: Raw -127391.093778 + Penalty 3350.283633 = -124040.810145
  nChanged 4
		SP:Iteration 10Q (5533.540000 sec): 3 clusters
  Score: Raw -127394.858011 + Penalty 3350.283633 = -124044.574378
  nChanged 0
		SP:Iteration 11F (5533.540000 sec): 3 clusters
  Score: Raw -127394.858011 + Penalty 3350.283633 = -124044.574378
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5533.550000 sec): 2 clusters
  Score: Raw -34077.485412 + Penalty 1384.707085 = -32692.778327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5533.550000 sec): 3 clusters
  Score: Raw -34295.126283 + Penalty 2769.414169 = -31525.712114
  nChanged 38
		SP:Iteration 1F (5533.550000 sec): 3 clusters
  Score: Raw -34422.286280 + Penalty 2769.414169 = -31652.872111
  nChanged 9
		SP:Iteration 2Q (5533.550000 sec): 3 clusters
  Score: Raw -34471.262046 + Penalty 2769.414169 = -31701.847877
  nChanged 10
		SP:Iteration 3Q (5533.550000 sec): 3 clusters
  Score: Raw -34560.781685 + Penalty 2769.414169 = -31791.367515
  nChanged 7
		SP:Iteration 4Q (5533.550000 sec): 3 clusters
  Score: Raw -34635.061404 + Penalty 2769.414169 = -31865.647235
  nChanged 9
		SP:Iteration 5Q (5533.550000 sec): 3 clusters
  Score: Raw -34687.584306 + Penalty 2769.414169 = -31918.170137
  nChanged 2
		SP:Iteration 6Q (5533.550000 sec): 3 clusters
  Score: Raw -34702.647350 + Penalty 2769.414169 = -31933.233181
  nChanged 1
		SP:Iteration 7Q (5533.550000 sec): 3 clusters
  Score: Raw -34713.100210 + Penalty 2769.414169 = -31943.686041
  nChanged 2
		SP:Iteration 8Q (5533.550000 sec): 3 clusters
  Score: Raw -34732.313255 + Penalty 2769.414169 = -31962.899086
  nChanged 0
		SP:Iteration 9F (5533.550000 sec): 3 clusters
  Score: Raw -34732.313255 + Penalty 2769.414169 = -31962.899086
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5533.600000 sec): 2 clusters
  Score: Raw -2041152.166654 + Penalty 2361.802642 = -2038790.364012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5533.650000 sec): 3 clusters
  Score: Raw -2033463.564913 + Penalty 4723.605284 = -2028739.959628
  nChanged 5865
		SP:Iteration 1F (5533.700000 sec): 3 clusters
  Score: Raw -2036761.664507 + Penalty 4723.605284 = -2032038.059222
  nChanged 922
		SP:Iteration 2F (5533.750000 sec): 3 clusters
  Score: Raw -2037241.018155 + Penalty 4723.605284 = -2032517.412871
  nChanged 783
		SP:Iteration 3F (5533.800000 sec): 3 clusters
  Score: Raw -2037654.162667 + Penalty 4723.605284 = -2032930.557383
  nChanged 756
		SP:Iteration 4F (5533.850000 sec): 3 clusters
  Score: Raw -2038120.906085 + Penalty 4723.605284 = -2033397.300800
  nChanged 817
		SP:Iteration 5F (5533.900000 sec): 3 clusters
  Score: Raw -2038679.172700 + Penalty 4723.605284 = -2033955.567416
  nChanged 765
		SP:Iteration 6F (5533.950000 sec): 3 clusters
  Score: Raw -2039260.134690 + Penalty 4723.605284 = -2034536.529405
  nChanged 695
		SP:Iteration 7F (5533.990000 sec): 3 clusters
  Score: Raw -2039819.753603 + Penalty 4723.605284 = -2035096.148319
  nChanged 605
		SP:Iteration 8Q (5534.040000 sec): 3 clusters
  Score: Raw -2040349.057316 + Penalty 4723.605284 = -2035625.452032
  nChanged 429
		SP:Iteration 9Q (5534.090000 sec): 3 clusters
  Score: Raw -2040742.585499 + Penalty 4723.605284 = -2036018.980214
  nChanged 292
		SP:Iteration 10Q (5534.140000 sec): 3 clusters
  Score: Raw -2041029.800757 + Penalty 4723.605284 = -2036306.195472
  nChanged 181
		SP:Iteration 11Q (5534.180000 sec): 3 clusters
  Score: Raw -2041193.238235 + Penalty 4723.605284 = -2036469.632951
  nChanged 87
		SP:Iteration 12Q (5534.220000 sec): 3 clusters
  Score: Raw -2041272.166160 + Penalty 4723.605284 = -2036548.560875
  nChanged 51
		SP:Iteration 13Q (5534.260000 sec): 3 clusters
  Score: Raw -2041325.315974 + Penalty 4723.605284 = -2036601.710689
  nChanged 36
		SP:Iteration 14Q (5534.300000 sec): 3 clusters
  Score: Raw -2041365.103356 + Penalty 4723.605284 = -2036641.498072
  nChanged 26
		SP:Iteration 15Q (5534.340000 sec): 3 clusters
  Score: Raw -2041397.770429 + Penalty 4723.605284 = -2036674.165145
  nChanged 15
		SP:Iteration 16Q (5534.380000 sec): 3 clusters
  Score: Raw -2041414.728480 + Penalty 4723.605284 = -2036691.123196
  nChanged 13
		SP:Iteration 17Q (5534.410000 sec): 3 clusters
  Score: Raw -2041428.841461 + Penalty 4723.605284 = -2036705.236176
  nChanged 11
		SP:Iteration 18Q (5534.450000 sec): 3 clusters
  Score: Raw -2041444.019227 + Penalty 4723.605284 = -2036720.413943
  nChanged 11
		SP:Iteration 19Q (5534.490000 sec): 3 clusters
  Score: Raw -2041455.838716 + Penalty 4723.605284 = -2036732.233432
  nChanged 4
		SP:Iteration 20F (5534.540000 sec): 3 clusters
  Score: Raw -2041458.863129 + Penalty 4723.605284 = -2036735.257845
  nChanged 4
		SP:Iteration 21Q (5534.570000 sec): 3 clusters
  Score: Raw -2041463.062832 + Penalty 4723.605284 = -2036739.457548
  nChanged 3
		SP:Iteration 22Q (5534.610000 sec): 3 clusters
  Score: Raw -2041466.037532 + Penalty 4723.605284 = -2036742.432247
  nChanged 4
		SP:Iteration 23Q (5534.650000 sec): 3 clusters
  Score: Raw -2041471.107412 + Penalty 4723.605284 = -2036747.502128
  nChanged 3
		SP:Iteration 24Q (5534.690000 sec): 3 clusters
  Score: Raw -2041473.279213 + Penalty 4723.605284 = -2036749.673929
  nChanged 0
		SP:Iteration 25F (5534.730000 sec): 3 clusters
  Score: Raw -2041473.279213 + Penalty 4723.605284 = -2036749.673929
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69748 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5534.960000 sec): 2 clusters
  Score: Raw -10199802.743146 + Penalty 2765.855718 = -10197036.887428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5535.220000 sec): 3 clusters
  Score: Raw -10155703.719282 + Penalty 5531.711437 = -10150172.007845
  nChanged 32695
		SP:Iteration 1F (5535.470000 sec): 3 clusters
  Score: Raw -10174061.555212 + Penalty 5531.711437 = -10168529.843775
  nChanged 2376
		SP:Iteration 2Q (5535.730000 sec): 3 clusters
  Score: Raw -10174673.552876 + Penalty 5531.711437 = -10169141.841440
  nChanged 2501
		SP:Iteration 3Q (5536.000000 sec): 3 clusters
  Score: Raw -10175402.040714 + Penalty 5531.711437 = -10169870.329277
  nChanged 2792
		SP:Iteration 4Q (5536.260000 sec): 3 clusters
  Score: Raw -10176418.141939 + Penalty 5531.711437 = -10170886.430502
  nChanged 3532
		SP:Iteration 5F (5536.520000 sec): 3 clusters
  Score: Raw -10178170.656893 + Penalty 5531.711437 = -10172638.945456
  nChanged 4758
		SP:Iteration 6F (5536.770000 sec): 3 clusters
  Score: Raw -10181345.858489 + Penalty 5531.711437 = -10175814.147052
  nChanged 5994
		SP:Iteration 7F (5537.030000 sec): 3 clusters
  Score: Raw -10186432.875351 + Penalty 5531.711437 = -10180901.163914
  nChanged 6138
		SP:Iteration 8F (5537.280000 sec): 3 clusters
  Score: Raw -10192456.662916 + Penalty 5531.711437 = -10186924.951480
  nChanged 4420
		SP:Iteration 9F (5537.530000 sec): 3 clusters
  Score: Raw -10196884.248886 + Penalty 5531.711437 = -10191352.537449
  nChanged 2147
		SP:Iteration 10Q (5537.780000 sec): 3 clusters
  Score: Raw -10198926.713432 + Penalty 5531.711437 = -10193395.001996
  nChanged 744
		SP:Iteration 11Q (5537.990000 sec): 3 clusters
  Score: Raw -10199594.336884 + Penalty 5531.711437 = -10194062.625447
  nChanged 249
		SP:Iteration 12Q (5538.190000 sec): 3 clusters
  Score: Raw -10199832.319754 + Penalty 5531.711437 = -10194300.608317
  nChanged 104
		SP:Iteration 13Q (5538.370000 sec): 3 clusters
  Score: Raw -10199954.809933 + Penalty 5531.711437 = -10194423.098497
  nChanged 40
		SP:Iteration 14Q (5538.560000 sec): 3 clusters
  Score: Raw -10200001.726537 + Penalty 5531.711437 = -10194470.015100
  nChanged 29
		SP:Iteration 15Q (5538.740000 sec): 3 clusters
  Score: Raw -10200033.726623 + Penalty 5531.711437 = -10194502.015186
  nChanged 18
		SP:Iteration 16Q (5538.920000 sec): 3 clusters
  Score: Raw -10200057.075838 + Penalty 5531.711437 = -10194525.364401
  nChanged 14
		SP:Iteration 17Q (5539.100000 sec): 3 clusters
  Score: Raw -10200075.388598 + Penalty 5531.711437 = -10194543.677161
  nChanged 7
		SP:Iteration 18Q (5539.280000 sec): 3 clusters
  Score: Raw -10200087.251392 + Penalty 5531.711437 = -10194555.539955
  nChanged 6
		SP:Iteration 19Q (5539.450000 sec): 3 clusters
  Score: Raw -10200096.132350 + Penalty 5531.711437 = -10194564.420913
  nChanged 4
		SP:Iteration 20F (5539.710000 sec): 3 clusters
  Score: Raw -10200099.197173 + Penalty 5531.711437 = -10194567.485736
  nChanged 1
		SP:Iteration 21Q (5539.890000 sec): 3 clusters
  Score: Raw -10200101.942517 + Penalty 5531.711437 = -10194570.231081
  nChanged 4
		SP:Iteration 22Q (5540.070000 sec): 3 clusters
  Score: Raw -10200110.458346 + Penalty 5531.711437 = -10194578.746910
  nChanged 8
		SP:Iteration 23Q (5540.250000 sec): 3 clusters
  Score: Raw -10200118.677407 + Penalty 5531.711437 = -10194586.965970
  nChanged 7
		SP:Iteration 24Q (5540.420000 sec): 3 clusters
  Score: Raw -10200131.078680 + Penalty 5531.711437 = -10194599.367244
  nChanged 3
		SP:Iteration 25Q (5540.600000 sec): 3 clusters
  Score: Raw -10200136.588272 + Penalty 5531.711437 = -10194604.876835
  nChanged 5
		SP:Iteration 26Q (5540.780000 sec): 3 clusters
  Score: Raw -10200143.436978 + Penalty 5531.711437 = -10194611.725541
  nChanged 5
		SP:Iteration 27Q (5540.960000 sec): 3 clusters
  Score: Raw -10200150.560255 + Penalty 5531.711437 = -10194618.848819
  nChanged 5
		SP:Iteration 28Q (5541.140000 sec): 3 clusters
  Score: Raw -10200158.306205 + Penalty 5531.711437 = -10194626.594768
  nChanged 5
		SP:Iteration 29Q (5541.310000 sec): 3 clusters
  Score: Raw -10200163.528979 + Penalty 5531.711437 = -10194631.817543
  nChanged 2
		SP:Iteration 30Q (5541.490000 sec): 3 clusters
  Score: Raw -10200166.709281 + Penalty 5531.711437 = -10194634.997845
  nChanged 1
		SP:Iteration 31Q (5541.670000 sec): 3 clusters
  Score: Raw -10200168.188768 + Penalty 5531.711437 = -10194636.477332
  nChanged 0
		SP:Iteration 32F (5541.930000 sec): 3 clusters
  Score: Raw -10200168.188768 + Penalty 5531.711437 = -10194636.477332
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5541.960000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5541.970000 sec): 3 clusters
  Score: Raw -385230.567170 + Penalty 3923.652944 = -381306.914227
  nChanged 927
		SP:Iteration 1F (5541.980000 sec): 3 clusters
  Score: Raw -385818.927025 + Penalty 3923.652944 = -381895.274081
  nChanged 202
		SP:Iteration 2F (5541.990000 sec): 3 clusters
  Score: Raw -385970.202543 + Penalty 3923.652944 = -382046.549599
  nChanged 126
		SP:Iteration 3Q (5542.000000 sec): 3 clusters
  Score: Raw -386062.647952 + Penalty 3923.652944 = -382138.995008
  nChanged 78
		SP:Iteration 4Q (5542.010000 sec): 3 clusters
  Score: Raw -386110.175247 + Penalty 3923.652944 = -382186.522303
  nChanged 63
		SP:Iteration 5Q (5542.020000 sec): 3 clusters
  Score: Raw -386152.552667 + Penalty 3923.652944 = -382228.899724
  nChanged 44
		SP:Iteration 6Q (5542.030000 sec): 3 clusters
  Score: Raw -386182.196238 + Penalty 3923.652944 = -382258.543294
  nChanged 38
		SP:Iteration 7Q (5542.040000 sec): 3 clusters
  Score: Raw -386201.202175 + Penalty 3923.652944 = -382277.549231
  nChanged 24
		SP:Iteration 8Q (5542.050000 sec): 3 clusters
  Score: Raw -386218.696275 + Penalty 3923.652944 = -382295.043331
  nChanged 25
		SP:Iteration 9Q (5542.060000 sec): 3 clusters
  Score: Raw -386234.014180 + Penalty 3923.652944 = -382310.361236
  nChanged 21
		SP:Iteration 10Q (5542.070000 sec): 3 clusters
  Score: Raw -386245.816961 + Penalty 3923.652944 = -382322.164017
  nChanged 17
		SP:Iteration 11Q (5542.080000 sec): 3 clusters
  Score: Raw -386253.263394 + Penalty 3923.652944 = -382329.610451
  nChanged 14
		SP:Iteration 12Q (5542.090000 sec): 3 clusters
  Score: Raw -386261.108834 + Penalty 3923.652944 = -382337.455891
  nChanged 10
		SP:Iteration 13Q (5542.100000 sec): 3 clusters
  Score: Raw -386265.360613 + Penalty 3923.652944 = -382341.707669
  nChanged 4
		SP:Iteration 14Q (5542.110000 sec): 3 clusters
  Score: Raw -386267.586481 + Penalty 3923.652944 = -382343.933537
  nChanged 4
		SP:Iteration 15Q (5542.120000 sec): 3 clusters
  Score: Raw -386269.445980 + Penalty 3923.652944 = -382345.793037
  nChanged 6
		SP:Iteration 16Q (5542.130000 sec): 3 clusters
  Score: Raw -386272.719351 + Penalty 3923.652944 = -382349.066408
  nChanged 6
		SP:Iteration 17Q (5542.140000 sec): 3 clusters
  Score: Raw -386275.012920 + Penalty 3923.652944 = -382351.359976
  nChanged 5
		SP:Iteration 18Q (5542.150000 sec): 3 clusters
  Score: Raw -386277.501056 + Penalty 3923.652944 = -382353.848112
  nChanged 6
		SP:Iteration 19Q (5542.160000 sec): 3 clusters
  Score: Raw -386279.996871 + Penalty 3923.652944 = -382356.343927
  nChanged 2
		SP:Iteration 20F (5542.170000 sec): 3 clusters
  Score: Raw -386280.453921 + Penalty 3923.652944 = -382356.800977
  nChanged 2
		SP:Iteration 21Q (5542.180000 sec): 3 clusters
  Score: Raw -386281.477695 + Penalty 3923.652944 = -382357.824752
  nChanged 3
		SP:Iteration 22Q (5542.190000 sec): 3 clusters
  Score: Raw -386283.409230 + Penalty 3923.652944 = -382359.756286
  nChanged 5
		SP:Iteration 23Q (5542.200000 sec): 3 clusters
  Score: Raw -386286.552625 + Penalty 3923.652944 = -382362.899681
  nChanged 6
		SP:Iteration 24Q (5542.210000 sec): 3 clusters
  Score: Raw -386289.670621 + Penalty 3923.652944 = -382366.017677
  nChanged 6
		SP:Iteration 25Q (5542.220000 sec): 3 clusters
  Score: Raw -386291.895850 + Penalty 3923.652944 = -382368.242906
  nChanged 3
		SP:Iteration 26Q (5542.230000 sec): 3 clusters
  Score: Raw -386293.194814 + Penalty 3923.652944 = -382369.541870
  nChanged 5
		SP:Iteration 27Q (5542.240000 sec): 3 clusters
  Score: Raw -386295.510004 + Penalty 3923.652944 = -382371.857060
  nChanged 7
		SP:Iteration 28Q (5542.250000 sec): 3 clusters
  Score: Raw -386297.686315 + Penalty 3923.652944 = -382374.033371
  nChanged 6
		SP:Iteration 29Q (5542.260000 sec): 3 clusters
  Score: Raw -386299.343246 + Penalty 3923.652944 = -382375.690302
  nChanged 3
		SP:Iteration 30Q (5542.270000 sec): 3 clusters
  Score: Raw -386300.195258 + Penalty 3923.652944 = -382376.542314
  nChanged 3
		SP:Iteration 31Q (5542.270000 sec): 3 clusters
  Score: Raw -386302.140913 + Penalty 3923.652944 = -382378.487969
  nChanged 3
		SP:Iteration 32Q (5542.290000 sec): 3 clusters
  Score: Raw -386303.723152 + Penalty 3923.652944 = -382380.070209
  nChanged 4
		SP:Iteration 33Q (5542.290000 sec): 3 clusters
  Score: Raw -386305.356888 + Penalty 3923.652944 = -382381.703945
  nChanged 3
		SP:Iteration 34Q (5542.310000 sec): 3 clusters
  Score: Raw -386306.908026 + Penalty 3923.652944 = -382383.255082
  nChanged 3
		SP:Iteration 35Q (5542.310000 sec): 3 clusters
  Score: Raw -386308.853387 + Penalty 3923.652944 = -382385.200443
  nChanged 3
		SP:Iteration 36Q (5542.330000 sec): 3 clusters
  Score: Raw -386311.062327 + Penalty 3923.652944 = -382387.409383
  nChanged 2
		SP:Iteration 37Q (5542.330000 sec): 3 clusters
  Score: Raw -386311.554683 + Penalty 3923.652944 = -382387.901739
  nChanged 4
		SP:Iteration 38Q (5542.350000 sec): 3 clusters
  Score: Raw -386312.919779 + Penalty 3923.652944 = -382389.266835
  nChanged 3
		SP:Iteration 39Q (5542.350000 sec): 3 clusters
  Score: Raw -386314.360605 + Penalty 3923.652944 = -382390.707661
  nChanged 3
		SP:Iteration 40F (5542.360000 sec): 3 clusters
  Score: Raw -386316.079198 + Penalty 3923.652944 = -382392.426254
  nChanged 3
		SP:Iteration 41Q (5542.370000 sec): 3 clusters
  Score: Raw -386317.264091 + Penalty 3923.652944 = -382393.611147
  nChanged 1
		SP:Iteration 42Q (5542.380000 sec): 3 clusters
  Score: Raw -386317.612272 + Penalty 3923.652944 = -382393.959329
  nChanged 0
		SP:Iteration 43F (5542.390000 sec): 3 clusters
  Score: Raw -386317.612272 + Penalty 3923.652944 = -382393.959329
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5542.400000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5542.400000 sec): 3 clusters
  Score: Raw -168845.205232 + Penalty 3494.272938 = -165350.932294
  nChanged 307
		SP:Iteration 1F (5542.410000 sec): 3 clusters
  Score: Raw -169171.986850 + Penalty 3494.272938 = -165677.713912
  nChanged 82
		SP:Iteration 2F (5542.410000 sec): 3 clusters
  Score: Raw -169287.354524 + Penalty 3494.272938 = -165793.081586
  nChanged 49
		SP:Iteration 3Q (5542.420000 sec): 3 clusters
  Score: Raw -169343.845752 + Penalty 3494.272938 = -165849.572814
  nChanged 21
		SP:Iteration 4Q (5542.420000 sec): 3 clusters
  Score: Raw -169367.672014 + Penalty 3494.272938 = -165873.399076
  nChanged 17
		SP:Iteration 5Q (5542.430000 sec): 3 clusters
  Score: Raw -169393.431998 + Penalty 3494.272938 = -165899.159060
  nChanged 15
		SP:Iteration 6Q (5542.430000 sec): 3 clusters
  Score: Raw -169408.215871 + Penalty 3494.272938 = -165913.942933
  nChanged 9
		SP:Iteration 7Q (5542.430000 sec): 3 clusters
  Score: Raw -169418.807711 + Penalty 3494.272938 = -165924.534773
  nChanged 7
		SP:Iteration 8Q (5542.440000 sec): 3 clusters
  Score: Raw -169425.268641 + Penalty 3494.272938 = -165930.995702
  nChanged 5
		SP:Iteration 9Q (5542.440000 sec): 3 clusters
  Score: Raw -169430.606189 + Penalty 3494.272938 = -165936.333251
  nChanged 2
		SP:Iteration 10Q (5542.450000 sec): 3 clusters
  Score: Raw -169432.006395 + Penalty 3494.272938 = -165937.733457
  nChanged 1
		SP:Iteration 11Q (5542.450000 sec): 3 clusters
  Score: Raw -169432.605253 + Penalty 3494.272938 = -165938.332315
  nChanged 1
		SP:Iteration 12Q (5542.450000 sec): 3 clusters
  Score: Raw -169433.725427 + Penalty 3494.272938 = -165939.452489
  nChanged 0
		SP:Iteration 13F (5542.460000 sec): 3 clusters
  Score: Raw -169433.725427 + Penalty 3494.272938 = -165939.452489
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1848 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5542.470000 sec): 2 clusters
  Score: Raw -257639.147800 + Penalty 1865.421095 = -255773.726705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5542.470000 sec): 3 clusters
  Score: Raw -257045.046079 + Penalty 3730.842189 = -253314.203890
  nChanged 606
		SP:Iteration 1F (5542.480000 sec): 3 clusters
  Score: Raw -257543.515030 + Penalty 3730.842189 = -253812.672841
  nChanged 166
		SP:Iteration 2F (5542.490000 sec): 3 clusters
  Score: Raw -257859.775150 + Penalty 3730.842189 = -254128.932961
  nChanged 142
		SP:Iteration 3F (5542.490000 sec): 3 clusters
  Score: Raw -258066.929000 + Penalty 3730.842189 = -254336.086811
  nChanged 94
		SP:Iteration 4F (5542.500000 sec): 3 clusters
  Score: Raw -258202.456494 + Penalty 3730.842189 = -254471.614305
  nChanged 71
		SP:Iteration 5Q (5542.510000 sec): 3 clusters
  Score: Raw -258285.547432 + Penalty 3730.842189 = -254554.705243
  nChanged 55
		SP:Iteration 6Q (5542.510000 sec): 3 clusters
  Score: Raw -258346.615839 + Penalty 3730.842189 = -254615.773650
  nChanged 44
		SP:Iteration 7Q (5542.520000 sec): 3 clusters
  Score: Raw -258398.699054 + Penalty 3730.842189 = -254667.856865
  nChanged 38
		SP:Iteration 8Q (5542.530000 sec): 3 clusters
  Score: Raw -258434.073508 + Penalty 3730.842189 = -254703.231319
  nChanged 22
		SP:Iteration 9Q (5542.530000 sec): 3 clusters
  Score: Raw -258451.593246 + Penalty 3730.842189 = -254720.751057
  nChanged 20
		SP:Iteration 10Q (5542.540000 sec): 3 clusters
  Score: Raw -258463.880775 + Penalty 3730.842189 = -254733.038585
  nChanged 14
		SP:Iteration 11Q (5542.540000 sec): 3 clusters
  Score: Raw -258473.149011 + Penalty 3730.842189 = -254742.306822
  nChanged 12
		SP:Iteration 12Q (5542.550000 sec): 3 clusters
  Score: Raw -258481.953750 + Penalty 3730.842189 = -254751.111560
  nChanged 11
		SP:Iteration 13Q (5542.560000 sec): 3 clusters
  Score: Raw -258489.392211 + Penalty 3730.842189 = -254758.550022
  nChanged 7
		SP:Iteration 14Q (5542.560000 sec): 3 clusters
  Score: Raw -258493.880160 + Penalty 3730.842189 = -254763.037971
  nChanged 6
		SP:Iteration 15Q (5542.570000 sec): 3 clusters
  Score: Raw -258497.043501 + Penalty 3730.842189 = -254766.201312
  nChanged 5
		SP:Iteration 16Q (5542.570000 sec): 3 clusters
  Score: Raw -258500.879547 + Penalty 3730.842189 = -254770.037357
  nChanged 5
		SP:Iteration 17Q (5542.580000 sec): 3 clusters
  Score: Raw -258504.568556 + Penalty 3730.842189 = -254773.726367
  nChanged 6
		SP:Iteration 18Q (5542.590000 sec): 3 clusters
  Score: Raw -258508.010719 + Penalty 3730.842189 = -254777.168530
  nChanged 4
		SP:Iteration 19Q (5542.590000 sec): 3 clusters
  Score: Raw -258511.209148 + Penalty 3730.842189 = -254780.366959
  nChanged 4
		SP:Iteration 20F (5542.600000 sec): 3 clusters
  Score: Raw -258513.879821 + Penalty 3730.842189 = -254783.037632
  nChanged 2
		SP:Iteration 21Q (5542.610000 sec): 3 clusters
  Score: Raw -258515.733398 + Penalty 3730.842189 = -254784.891209
  nChanged 1
		SP:Iteration 22Q (5542.610000 sec): 3 clusters
  Score: Raw -258516.659124 + Penalty 3730.842189 = -254785.816935
  nChanged 1
		SP:Iteration 23Q (5542.620000 sec): 3 clusters
  Score: Raw -258517.229353 + Penalty 3730.842189 = -254786.387164
  nChanged 1
		SP:Iteration 24Q (5542.630000 sec): 3 clusters
  Score: Raw -258517.637543 + Penalty 3730.842189 = -254786.795354
  nChanged 0
		SP:Iteration 25F (5542.630000 sec): 3 clusters
  Score: Raw -258517.637543 + Penalty 3730.842189 = -254786.795354
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (11081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5542.670000 sec): 2 clusters
  Score: Raw -1693158.875908 + Penalty 2309.620828 = -1690849.255080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5542.710000 sec): 3 clusters
  Score: Raw -1687106.543933 + Penalty 4619.241656 = -1682487.302278
  nChanged 4646
		SP:Iteration 1F (5542.750000 sec): 3 clusters
  Score: Raw -1689524.289351 + Penalty 4619.241656 = -1684905.047696
  nChanged 711
		SP:Iteration 2F (5542.790000 sec): 3 clusters
  Score: Raw -1689853.215390 + Penalty 4619.241656 = -1685233.973734
  nChanged 577
		SP:Iteration 3F (5542.830000 sec): 3 clusters
  Score: Raw -1690113.815163 + Penalty 4619.241656 = -1685494.573508
  nChanged 487
		SP:Iteration 4Q (5542.870000 sec): 3 clusters
  Score: Raw -1690345.004319 + Penalty 4619.241656 = -1685725.762663
  nChanged 468
		SP:Iteration 5Q (5542.910000 sec): 3 clusters
  Score: Raw -1690581.693832 + Penalty 4619.241656 = -1685962.452176
  nChanged 489
		SP:Iteration 6Q (5542.950000 sec): 3 clusters
  Score: Raw -1690857.558688 + Penalty 4619.241656 = -1686238.317032
  nChanged 514
		SP:Iteration 7Q (5542.990000 sec): 3 clusters
  Score: Raw -1691196.377366 + Penalty 4619.241656 = -1686577.135710
  nChanged 542
		SP:Iteration 8Q (5543.030000 sec): 3 clusters
  Score: Raw -1691588.100266 + Penalty 4619.241656 = -1686968.858610
  nChanged 548
		SP:Iteration 9Q (5543.070000 sec): 3 clusters
  Score: Raw -1692018.699115 + Penalty 4619.241656 = -1687399.457459
  nChanged 464
		SP:Iteration 10Q (5543.110000 sec): 3 clusters
  Score: Raw -1692405.726753 + Penalty 4619.241656 = -1687786.485097
  nChanged 368
		SP:Iteration 11Q (5543.150000 sec): 3 clusters
  Score: Raw -1692751.668283 + Penalty 4619.241656 = -1688132.426628
  nChanged 229
		SP:Iteration 12Q (5543.180000 sec): 3 clusters
  Score: Raw -1692967.438566 + Penalty 4619.241656 = -1688348.196911
  nChanged 142
		SP:Iteration 13Q (5543.220000 sec): 3 clusters
  Score: Raw -1693103.180334 + Penalty 4619.241656 = -1688483.938678
  nChanged 101
		SP:Iteration 14Q (5543.250000 sec): 3 clusters
  Score: Raw -1693203.157356 + Penalty 4619.241656 = -1688583.915701
  nChanged 68
		SP:Iteration 15Q (5543.280000 sec): 3 clusters
  Score: Raw -1693274.838453 + Penalty 4619.241656 = -1688655.596797
  nChanged 49
		SP:Iteration 16Q (5543.320000 sec): 3 clusters
  Score: Raw -1693326.419492 + Penalty 4619.241656 = -1688707.177836
  nChanged 29
		SP:Iteration 17Q (5543.350000 sec): 3 clusters
  Score: Raw -1693358.925087 + Penalty 4619.241656 = -1688739.683431
  nChanged 21
		SP:Iteration 18Q (5543.380000 sec): 3 clusters
  Score: Raw -1693381.256705 + Penalty 4619.241656 = -1688762.015050
  nChanged 16
		SP:Iteration 19Q (5543.410000 sec): 3 clusters
  Score: Raw -1693397.601618 + Penalty 4619.241656 = -1688778.359963
  nChanged 13
		SP:Iteration 20F (5543.440000 sec): 3 clusters
  Score: Raw -1693411.646101 + Penalty 4619.241656 = -1688792.404446
  nChanged 9
		SP:Iteration 21Q (5543.480000 sec): 3 clusters
  Score: Raw -1693419.303474 + Penalty 4619.241656 = -1688800.061819
  nChanged 7
		SP:Iteration 22Q (5543.500000 sec): 3 clusters
  Score: Raw -1693426.522283 + Penalty 4619.241656 = -1688807.280628
  nChanged 2
		SP:Iteration 23Q (5543.530000 sec): 3 clusters
  Score: Raw -1693429.190944 + Penalty 4619.241656 = -1688809.949288
  nChanged 3
		SP:Iteration 24Q (5543.560000 sec): 3 clusters
  Score: Raw -1693432.858161 + Penalty 4619.241656 = -1688813.616506
  nChanged 2
		SP:Iteration 25Q (5543.590000 sec): 3 clusters
  Score: Raw -1693433.967545 + Penalty 4619.241656 = -1688814.725890
  nChanged 2
		SP:Iteration 26Q (5543.620000 sec): 3 clusters
  Score: Raw -1693437.185638 + Penalty 4619.241656 = -1688817.943982
  nChanged 7
		SP:Iteration 27Q (5543.650000 sec): 3 clusters
  Score: Raw -1693444.976254 + Penalty 4619.241656 = -1688825.734599
  nChanged 5
		SP:Iteration 28Q (5543.680000 sec): 3 clusters
  Score: Raw -1693451.412933 + Penalty 4619.241656 = -1688832.171277
  nChanged 3
		SP:Iteration 29Q (5543.710000 sec): 3 clusters
  Score: Raw -1693453.768815 + Penalty 4619.241656 = -1688834.527159
  nChanged 0
		SP:Iteration 30F (5543.750000 sec): 3 clusters
  Score: Raw -1693453.768815 + Penalty 4619.241656 = -1688834.527159
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5543.800000 sec): 2 clusters
  Score: Raw -1984426.700428 + Penalty 2369.497749 = -1982057.202679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5543.840000 sec): 3 clusters
  Score: Raw -1976495.242192 + Penalty 4738.995498 = -1971756.246694
  nChanged 6084
		SP:Iteration 1F (5543.900000 sec): 3 clusters
  Score: Raw -1979853.407802 + Penalty 4738.995498 = -1975114.412304
  nChanged 853
		SP:Iteration 2F (5543.950000 sec): 3 clusters
  Score: Raw -1980214.307647 + Penalty 4738.995498 = -1975475.312149
  nChanged 685
		SP:Iteration 3Q (5544.000000 sec): 3 clusters
  Score: Raw -1980502.591724 + Penalty 4738.995498 = -1975763.596226
  nChanged 574
		SP:Iteration 4Q (5544.050000 sec): 3 clusters
  Score: Raw -1980736.409759 + Penalty 4738.995498 = -1975997.414262
  nChanged 524
		SP:Iteration 5Q (5544.110000 sec): 3 clusters
  Score: Raw -1980946.579520 + Penalty 4738.995498 = -1976207.584022
  nChanged 476
		SP:Iteration 6Q (5544.160000 sec): 3 clusters
  Score: Raw -1981131.520639 + Penalty 4738.995498 = -1976392.525141
  nChanged 450
		SP:Iteration 7Q (5544.210000 sec): 3 clusters
  Score: Raw -1981306.153022 + Penalty 4738.995498 = -1976567.157524
  nChanged 402
		SP:Iteration 8Q (5544.260000 sec): 3 clusters
  Score: Raw -1981461.991033 + Penalty 4738.995498 = -1976722.995535
  nChanged 415
		SP:Iteration 9Q (5544.310000 sec): 3 clusters
  Score: Raw -1981633.019372 + Penalty 4738.995498 = -1976894.023874
  nChanged 419
		SP:Iteration 10Q (5544.360000 sec): 3 clusters
  Score: Raw -1981825.966162 + Penalty 4738.995498 = -1977086.970664
  nChanged 421
		SP:Iteration 11Q (5544.410000 sec): 3 clusters
  Score: Raw -1982045.665238 + Penalty 4738.995498 = -1977306.669740
  nChanged 473
		SP:Iteration 12Q (5544.460000 sec): 3 clusters
  Score: Raw -1982303.496335 + Penalty 4738.995498 = -1977564.500837
  nChanged 504
		SP:Iteration 13Q (5544.510000 sec): 3 clusters
  Score: Raw -1982619.036601 + Penalty 4738.995498 = -1977880.041103
  nChanged 530
		SP:Iteration 14Q (5544.560000 sec): 3 clusters
  Score: Raw -1982955.110357 + Penalty 4738.995498 = -1978216.114859
  nChanged 502
		SP:Iteration 15Q (5544.610000 sec): 3 clusters
  Score: Raw -1983307.786392 + Penalty 4738.995498 = -1978568.790894
  nChanged 463
		SP:Iteration 16Q (5544.650000 sec): 3 clusters
  Score: Raw -1983658.293623 + Penalty 4738.995498 = -1978919.298125
  nChanged 398
		SP:Iteration 17Q (5544.700000 sec): 3 clusters
  Score: Raw -1983985.446179 + Penalty 4738.995498 = -1979246.450681
  nChanged 328
		SP:Iteration 18Q (5544.740000 sec): 3 clusters
  Score: Raw -1984270.792027 + Penalty 4738.995498 = -1979531.796529
  nChanged 216
		SP:Iteration 19Q (5544.790000 sec): 3 clusters
  Score: Raw -1984473.929939 + Penalty 4738.995498 = -1979734.934441
  nChanged 163
		SP:Iteration 20F (5544.830000 sec): 3 clusters
  Score: Raw -1984632.947635 + Penalty 4738.995498 = -1979893.952137
  nChanged 116
		SP:Iteration 21Q (5544.880000 sec): 3 clusters
  Score: Raw -1984729.190461 + Penalty 4738.995498 = -1979990.194963
  nChanged 85
		SP:Iteration 22Q (5544.920000 sec): 3 clusters
  Score: Raw -1984791.703996 + Penalty 4738.995498 = -1980052.708498
  nChanged 62
		SP:Iteration 23Q (5544.960000 sec): 3 clusters
  Score: Raw -1984839.578544 + Penalty 4738.995498 = -1980100.583046
  nChanged 56
		SP:Iteration 24Q (5545.000000 sec): 3 clusters
  Score: Raw -1984876.040279 + Penalty 4738.995498 = -1980137.044781
  nChanged 49
		SP:Iteration 25Q (5545.030000 sec): 3 clusters
  Score: Raw -1984909.021256 + Penalty 4738.995498 = -1980170.025758
  nChanged 42
		SP:Iteration 26Q (5545.070000 sec): 3 clusters
  Score: Raw -1984940.033009 + Penalty 4738.995498 = -1980201.037511
  nChanged 39
		SP:Iteration 27Q (5545.110000 sec): 3 clusters
  Score: Raw -1984964.711109 + Penalty 4738.995498 = -1980225.715612
  nChanged 24
		SP:Iteration 28Q (5545.150000 sec): 3 clusters
  Score: Raw -1984979.687888 + Penalty 4738.995498 = -1980240.692390
  nChanged 18
		SP:Iteration 29Q (5545.190000 sec): 3 clusters
  Score: Raw -1984986.853934 + Penalty 4738.995498 = -1980247.858437
  nChanged 11
		SP:Iteration 30Q (5545.230000 sec): 3 clusters
  Score: Raw -1984991.269351 + Penalty 4738.995498 = -1980252.273853
  nChanged 8
		SP:Iteration 31Q (5545.270000 sec): 3 clusters
  Score: Raw -1984995.097352 + Penalty 4738.995498 = -1980256.101855
  nChanged 6
		SP:Iteration 32Q (5545.310000 sec): 3 clusters
  Score: Raw -1984998.642592 + Penalty 4738.995498 = -1980259.647094
  nChanged 8
		SP:Iteration 33Q (5545.350000 sec): 3 clusters
  Score: Raw -1985005.712385 + Penalty 4738.995498 = -1980266.716887
  nChanged 13
		SP:Iteration 34Q (5545.380000 sec): 3 clusters
  Score: Raw -1985012.991390 + Penalty 4738.995498 = -1980273.995893
  nChanged 10
		SP:Iteration 35Q (5545.420000 sec): 3 clusters
  Score: Raw -1985018.608799 + Penalty 4738.995498 = -1980279.613301
  nChanged 19
		SP:Iteration 36Q (5545.460000 sec): 3 clusters
  Score: Raw -1985026.969803 + Penalty 4738.995498 = -1980287.974305
  nChanged 17
		SP:Iteration 37Q (5545.500000 sec): 3 clusters
  Score: Raw -1985036.006180 + Penalty 4738.995498 = -1980297.010682
  nChanged 13
		SP:Iteration 38Q (5545.540000 sec): 3 clusters
  Score: Raw -1985042.902639 + Penalty 4738.995498 = -1980303.907141
  nChanged 16
		SP:Iteration 39Q (5545.570000 sec): 3 clusters
  Score: Raw -1985051.537759 + Penalty 4738.995498 = -1980312.542261
  nChanged 11
		SP:Iteration 40F (5545.630000 sec): 3 clusters
  Score: Raw -1985058.423616 + Penalty 4738.995498 = -1980319.428118
  nChanged 10
		SP:Iteration 41Q (5545.660000 sec): 3 clusters
  Score: Raw -1985064.594263 + Penalty 4738.995498 = -1980325.598765
  nChanged 10
		SP:Iteration 42Q (5545.700000 sec): 3 clusters
  Score: Raw -1985070.632678 + Penalty 4738.995498 = -1980331.637180
  nChanged 8
		SP:Iteration 43Q (5545.740000 sec): 3 clusters
  Score: Raw -1985074.659307 + Penalty 4738.995498 = -1980335.663809
  nChanged 8
		SP:Iteration 44Q (5545.780000 sec): 3 clusters
  Score: Raw -1985080.438892 + Penalty 4738.995498 = -1980341.443394
  nChanged 13
		SP:Iteration 45Q (5545.810000 sec): 3 clusters
  Score: Raw -1985087.419591 + Penalty 4738.995498 = -1980348.424094
  nChanged 13
		SP:Iteration 46Q (5545.850000 sec): 3 clusters
  Score: Raw -1985094.992717 + Penalty 4738.995498 = -1980355.997219
  nChanged 14
		SP:Iteration 47Q (5545.890000 sec): 3 clusters
  Score: Raw -1985101.336959 + Penalty 4738.995498 = -1980362.341461
  nChanged 7
		SP:Iteration 48Q (5545.930000 sec): 3 clusters
  Score: Raw -1985105.086097 + Penalty 4738.995498 = -1980366.090599
  nChanged 12
		SP:Iteration 49Q (5545.970000 sec): 3 clusters
  Score: Raw -1985112.011181 + Penalty 4738.995498 = -1980373.015683
  nChanged 8
		SP:Iteration 50Q (5546.010000 sec): 3 clusters
  Score: Raw -1985114.847095 + Penalty 4738.995498 = -1980375.851597
  nChanged 4
		SP:Iteration 51Q (5546.050000 sec): 3 clusters
  Score: Raw -1985115.992586 + Penalty 4738.995498 = -1980376.997088
  nChanged 5
		SP:Iteration 52Q (5546.080000 sec): 3 clusters
  Score: Raw -1985118.508561 + Penalty 4738.995498 = -1980379.513063
  nChanged 6
		SP:Iteration 53Q (5546.120000 sec): 3 clusters
  Score: Raw -1985121.154598 + Penalty 4738.995498 = -1980382.159100
  nChanged 4
		SP:Iteration 54Q (5546.160000 sec): 3 clusters
  Score: Raw -1985122.734000 + Penalty 4738.995498 = -1980383.738502
  nChanged 2
		SP:Iteration 55Q (5546.200000 sec): 3 clusters
  Score: Raw -1985123.542023 + Penalty 4738.995498 = -1980384.546525
  nChanged 0
		SP:Iteration 56F (5546.250000 sec): 3 clusters
  Score: Raw -1985123.542023 + Penalty 4738.995498 = -1980384.546525
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5546.250000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5546.260000 sec): 3 clusters
  Score: Raw -73225.138210 + Penalty 3074.445443 = -70150.692767
  nChanged 82
		SP:Iteration 1F (5546.260000 sec): 3 clusters
  Score: Raw -73359.440636 + Penalty 3074.445443 = -70284.995193
  nChanged 21
		SP:Iteration 2Q (5546.260000 sec): 3 clusters
  Score: Raw -73395.969574 + Penalty 3074.445443 = -70321.524131
  nChanged 5
		SP:Iteration 3Q (5546.260000 sec): 3 clusters
  Score: Raw -73412.864363 + Penalty 3074.445443 = -70338.418920
  nChanged 4
		SP:Iteration 4Q (5546.260000 sec): 3 clusters
  Score: Raw -73425.870283 + Penalty 3074.445443 = -70351.424840
  nChanged 5
		SP:Iteration 5Q (5546.270000 sec): 3 clusters
  Score: Raw -73435.493311 + Penalty 3074.445443 = -70361.047867
  nChanged 3
		SP:Iteration 6Q (5546.270000 sec): 3 clusters
  Score: Raw -73444.805060 + Penalty 3074.445443 = -70370.359617
  nChanged 5
		SP:Iteration 7Q (5546.270000 sec): 3 clusters
  Score: Raw -73458.671470 + Penalty 3074.445443 = -70384.226026
  nChanged 1
		SP:Iteration 8Q (5546.270000 sec): 3 clusters
  Score: Raw -73459.458087 + Penalty 3074.445443 = -70385.012644
  nChanged 0
		SP:Iteration 9F (5546.270000 sec): 3 clusters
  Score: Raw -73459.458087 + Penalty 3074.445443 = -70385.012644
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5546.280000 sec): 2 clusters
  Score: Raw -310878.010205 + Penalty 1906.509614 = -308971.500591
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5546.290000 sec): 3 clusters
  Score: Raw -310001.729150 + Penalty 3813.019228 = -306188.709922
  nChanged 702
		SP:Iteration 1F (5546.300000 sec): 3 clusters
  Score: Raw -310493.810873 + Penalty 3813.019228 = -306680.791645
  nChanged 176
		SP:Iteration 2F (5546.310000 sec): 3 clusters
  Score: Raw -310637.990836 + Penalty 3813.019228 = -306824.971608
  nChanged 102
		SP:Iteration 3Q (5546.310000 sec): 3 clusters
  Score: Raw -310717.091902 + Penalty 3813.019228 = -306904.072674
  nChanged 64
		SP:Iteration 4Q (5546.320000 sec): 3 clusters
  Score: Raw -310758.424818 + Penalty 3813.019228 = -306945.405590
  nChanged 38
		SP:Iteration 5Q (5546.330000 sec): 3 clusters
  Score: Raw -310786.737287 + Penalty 3813.019228 = -306973.718059
  nChanged 19
		SP:Iteration 6Q (5546.340000 sec): 3 clusters
  Score: Raw -310802.973957 + Penalty 3813.019228 = -306989.954729
  nChanged 19
		SP:Iteration 7Q (5546.350000 sec): 3 clusters
  Score: Raw -310813.981025 + Penalty 3813.019228 = -307000.961797
  nChanged 10
		SP:Iteration 8Q (5546.350000 sec): 3 clusters
  Score: Raw -310821.664400 + Penalty 3813.019228 = -307008.645172
  nChanged 11
		SP:Iteration 9Q (5546.360000 sec): 3 clusters
  Score: Raw -310829.752720 + Penalty 3813.019228 = -307016.733492
  nChanged 11
		SP:Iteration 10Q (5546.370000 sec): 3 clusters
  Score: Raw -310838.064162 + Penalty 3813.019228 = -307025.044934
  nChanged 5
		SP:Iteration 11Q (5546.380000 sec): 3 clusters
  Score: Raw -310840.976494 + Penalty 3813.019228 = -307027.957266
  nChanged 6
		SP:Iteration 12Q (5546.380000 sec): 3 clusters
  Score: Raw -310846.211618 + Penalty 3813.019228 = -307033.192390
  nChanged 7
		SP:Iteration 13Q (5546.390000 sec): 3 clusters
  Score: Raw -310848.913816 + Penalty 3813.019228 = -307035.894588
  nChanged 1
		SP:Iteration 14Q (5546.400000 sec): 3 clusters
  Score: Raw -310849.320081 + Penalty 3813.019228 = -307036.300853
  nChanged 4
		SP:Iteration 15Q (5546.410000 sec): 3 clusters
  Score: Raw -310850.624388 + Penalty 3813.019228 = -307037.605160
  nChanged 6
		SP:Iteration 16Q (5546.410000 sec): 3 clusters
  Score: Raw -310853.468260 + Penalty 3813.019228 = -307040.449032
  nChanged 2
		SP:Iteration 17Q (5546.420000 sec): 3 clusters
  Score: Raw -310855.146776 + Penalty 3813.019228 = -307042.127548
  nChanged 2
		SP:Iteration 18Q (5546.430000 sec): 3 clusters
  Score: Raw -310855.966529 + Penalty 3813.019228 = -307042.947301
  nChanged 1
		SP:Iteration 19Q (5546.440000 sec): 3 clusters
  Score: Raw -310856.287915 + Penalty 3813.019228 = -307043.268687
  nChanged 0
		SP:Iteration 20F (5546.450000 sec): 3 clusters
  Score: Raw -310856.287915 + Penalty 3813.019228 = -307043.268687
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31637 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5546.550000 sec): 2 clusters
  Score: Raw -4620785.613031 + Penalty 2569.796485 = -4618215.816546
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5546.670000 sec): 3 clusters
  Score: Raw -4601631.757045 + Penalty 5139.592970 = -4596492.164075
  nChanged 14336
		SP:Iteration 1F (5546.780000 sec): 3 clusters
  Score: Raw -4609687.371999 + Penalty 5139.592970 = -4604547.779029
  nChanged 1525
		SP:Iteration 2Q (5546.890000 sec): 3 clusters
  Score: Raw -4610314.112355 + Penalty 5139.592970 = -4605174.519385
  nChanged 1518
		SP:Iteration 3Q (5547.010000 sec): 3 clusters
  Score: Raw -4611073.126864 + Penalty 5139.592970 = -4605933.533894
  nChanged 1556
		SP:Iteration 4Q (5547.130000 sec): 3 clusters
  Score: Raw -4612012.854284 + Penalty 5139.592970 = -4606873.261314
  nChanged 1586
		SP:Iteration 5F (5547.250000 sec): 3 clusters
  Score: Raw -4613083.022699 + Penalty 5139.592970 = -4607943.429729
  nChanged 1635
		SP:Iteration 6F (5547.370000 sec): 3 clusters
  Score: Raw -4614184.061441 + Penalty 5139.592970 = -4609044.468471
  nChanged 1596
		SP:Iteration 7F (5547.480000 sec): 3 clusters
  Score: Raw -4615261.987779 + Penalty 5139.592970 = -4610122.394809
  nChanged 1524
		SP:Iteration 8Q (5547.600000 sec): 3 clusters
  Score: Raw -4616306.277800 + Penalty 5139.592970 = -4611166.684830
  nChanged 1394
		SP:Iteration 9Q (5547.710000 sec): 3 clusters
  Score: Raw -4617277.764328 + Penalty 5139.592970 = -4612138.171358
  nChanged 1244
		SP:Iteration 10Q (5547.820000 sec): 3 clusters
  Score: Raw -4618089.832348 + Penalty 5139.592970 = -4612950.239378
  nChanged 1063
		SP:Iteration 11Q (5547.930000 sec): 3 clusters
  Score: Raw -4618766.739980 + Penalty 5139.592970 = -4613627.147010
  nChanged 918
		SP:Iteration 12Q (5548.030000 sec): 3 clusters
  Score: Raw -4619328.114949 + Penalty 5139.592970 = -4614188.521979
  nChanged 724
		SP:Iteration 13Q (5548.130000 sec): 3 clusters
  Score: Raw -4619759.733603 + Penalty 5139.592970 = -4614620.140633
  nChanged 544
		SP:Iteration 14Q (5548.230000 sec): 3 clusters
  Score: Raw -4620072.534919 + Penalty 5139.592970 = -4614932.941949
  nChanged 435
		SP:Iteration 15Q (5548.320000 sec): 3 clusters
  Score: Raw -4620333.424824 + Penalty 5139.592970 = -4615193.831854
  nChanged 334
		SP:Iteration 16Q (5548.410000 sec): 3 clusters
  Score: Raw -4620515.879741 + Penalty 5139.592970 = -4615376.286771
  nChanged 269
		SP:Iteration 17Q (5548.510000 sec): 3 clusters
  Score: Raw -4620670.610995 + Penalty 5139.592970 = -4615531.018025
  nChanged 198
		SP:Iteration 18Q (5548.590000 sec): 3 clusters
  Score: Raw -4620781.669917 + Penalty 5139.592970 = -4615642.076947
  nChanged 133
		SP:Iteration 19Q (5548.680000 sec): 3 clusters
  Score: Raw -4620858.617194 + Penalty 5139.592970 = -4615719.024224
  nChanged 114
		SP:Iteration 20F (5548.800000 sec): 3 clusters
  Score: Raw -4620920.176782 + Penalty 5139.592970 = -4615780.583812
  nChanged 86
		SP:Iteration 21Q (5548.890000 sec): 3 clusters
  Score: Raw -4620963.106801 + Penalty 5139.592970 = -4615823.513831
  nChanged 63
		SP:Iteration 22Q (5548.970000 sec): 3 clusters
  Score: Raw -4620993.555260 + Penalty 5139.592970 = -4615853.962290
  nChanged 53
		SP:Iteration 23Q (5549.050000 sec): 3 clusters
  Score: Raw -4621021.938198 + Penalty 5139.592970 = -4615882.345228
  nChanged 46
		SP:Iteration 24Q (5549.140000 sec): 3 clusters
  Score: Raw -4621044.788922 + Penalty 5139.592970 = -4615905.195952
  nChanged 31
		SP:Iteration 25Q (5549.230000 sec): 3 clusters
  Score: Raw -4621062.051547 + Penalty 5139.592970 = -4615922.458577
  nChanged 33
		SP:Iteration 26Q (5549.310000 sec): 3 clusters
  Score: Raw -4621083.202725 + Penalty 5139.592970 = -4615943.609755
  nChanged 25
		SP:Iteration 27Q (5549.390000 sec): 3 clusters
  Score: Raw -4621096.951580 + Penalty 5139.592970 = -4615957.358610
  nChanged 24
		SP:Iteration 28Q (5549.480000 sec): 3 clusters
  Score: Raw -4621108.884738 + Penalty 5139.592970 = -4615969.291768
  nChanged 20
		SP:Iteration 29Q (5549.560000 sec): 3 clusters
  Score: Raw -4621119.612669 + Penalty 5139.592970 = -4615980.019699
  nChanged 16
		SP:Iteration 30Q (5549.650000 sec): 3 clusters
  Score: Raw -4621126.421774 + Penalty 5139.592970 = -4615986.828804
  nChanged 9
		SP:Iteration 31Q (5549.730000 sec): 3 clusters
  Score: Raw -4621130.284014 + Penalty 5139.592970 = -4615990.691044
  nChanged 6
		SP:Iteration 32Q (5549.820000 sec): 3 clusters
  Score: Raw -4621133.295787 + Penalty 5139.592970 = -4615993.702817
  nChanged 5
		SP:Iteration 33Q (5549.900000 sec): 3 clusters
  Score: Raw -4621135.095754 + Penalty 5139.592970 = -4615995.502784
  nChanged 5
		SP:Iteration 34Q (5549.990000 sec): 3 clusters
  Score: Raw -4621138.267009 + Penalty 5139.592970 = -4615998.674039
  nChanged 5
		SP:Iteration 35Q (5550.070000 sec): 3 clusters
  Score: Raw -4621140.822779 + Penalty 5139.592970 = -4616001.229809
  nChanged 9
		SP:Iteration 36Q (5550.150000 sec): 3 clusters
  Score: Raw -4621145.394465 + Penalty 5139.592970 = -4616005.801495
  nChanged 10
		SP:Iteration 37Q (5550.230000 sec): 3 clusters
  Score: Raw -4621151.926833 + Penalty 5139.592970 = -4616012.333863
  nChanged 6
		SP:Iteration 38Q (5550.310000 sec): 3 clusters
  Score: Raw -4621154.498169 + Penalty 5139.592970 = -4616014.905199
  nChanged 4
		SP:Iteration 39Q (5550.400000 sec): 3 clusters
  Score: Raw -4621156.420821 + Penalty 5139.592970 = -4616016.827852
  nChanged 4
		SP:Iteration 40F (5550.510000 sec): 3 clusters
  Score: Raw -4621158.747278 + Penalty 5139.592970 = -4616019.154308
  nChanged 4
		SP:Iteration 41Q (5550.590000 sec): 3 clusters
  Score: Raw -4621160.990703 + Penalty 5139.592970 = -4616021.397733
  nChanged 2
		SP:Iteration 42Q (5550.670000 sec): 3 clusters
  Score: Raw -4621161.811909 + Penalty 5139.592970 = -4616022.218939
  nChanged 2
		SP:Iteration 43Q (5550.760000 sec): 3 clusters
  Score: Raw -4621162.463548 + Penalty 5139.592970 = -4616022.870578
  nChanged 2
		SP:Iteration 44Q (5550.840000 sec): 3 clusters
  Score: Raw -4621163.786195 + Penalty 5139.592970 = -4616024.193225
  nChanged 3
		SP:Iteration 45Q (5550.920000 sec): 3 clusters
  Score: Raw -4621166.043374 + Penalty 5139.592970 = -4616026.450404
  nChanged 4
		SP:Iteration 46Q (5551.000000 sec): 3 clusters
  Score: Raw -4621169.607377 + Penalty 5139.592970 = -4616030.014407
  nChanged 8
		SP:Iteration 47Q (5551.090000 sec): 3 clusters
  Score: Raw -4621174.936497 + Penalty 5139.592970 = -4616035.343527
  nChanged 9
		SP:Iteration 48Q (5551.170000 sec): 3 clusters
  Score: Raw -4621179.715316 + Penalty 5139.592970 = -4616040.122346
  nChanged 8
		SP:Iteration 49Q (5551.250000 sec): 3 clusters
  Score: Raw -4621185.398599 + Penalty 5139.592970 = -4616045.805629
  nChanged 4
		SP:Iteration 50Q (5551.330000 sec): 3 clusters
  Score: Raw -4621187.204871 + Penalty 5139.592970 = -4616047.611901
  nChanged 1
		SP:Iteration 51Q (5551.410000 sec): 3 clusters
  Score: Raw -4621187.471200 + Penalty 5139.592970 = -4616047.878230
  nChanged 0
		SP:Iteration 52F (5551.530000 sec): 3 clusters
  Score: Raw -4621187.471200 + Penalty 5139.592970 = -4616047.878230
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5551.840000 sec): 2 clusters
  Score: Raw -14347520.959619 + Penalty 2851.907604 = -14344669.052014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5552.210000 sec): 3 clusters
  Score: Raw -14284340.021313 + Penalty 5703.815209 = -14278636.206104
  nChanged 46367
		SP:Iteration 1F (5552.570000 sec): 3 clusters
  Score: Raw -14310997.680260 + Penalty 5703.815209 = -14305293.865051
  nChanged 3866
		SP:Iteration 2Q (5552.940000 sec): 3 clusters
  Score: Raw -14312298.155703 + Penalty 5703.815209 = -14306594.340494
  nChanged 4894
		SP:Iteration 3Q (5553.310000 sec): 3 clusters
  Score: Raw -14314625.447168 + Penalty 5703.815209 = -14308921.631959
  nChanged 6690
		SP:Iteration 4F (5553.680000 sec): 3 clusters
  Score: Raw -14318981.293255 + Penalty 5703.815209 = -14313277.478046
  nChanged 8586
		SP:Iteration 5F (5554.040000 sec): 3 clusters
  Score: Raw -14326094.534902 + Penalty 5703.815209 = -14320390.719694
  nChanged 9045
		SP:Iteration 6F (5554.400000 sec): 3 clusters
  Score: Raw -14334883.700431 + Penalty 5703.815209 = -14329179.885222
  nChanged 7082
		SP:Iteration 7F (5554.760000 sec): 3 clusters
  Score: Raw -14342079.653691 + Penalty 5703.815209 = -14336375.838483
  nChanged 3726
		SP:Iteration 8Q (5555.110000 sec): 3 clusters
  Score: Raw -14345655.730070 + Penalty 5703.815209 = -14339951.914861
  nChanged 1487
		SP:Iteration 9Q (5555.420000 sec): 3 clusters
  Score: Raw -14346990.711775 + Penalty 5703.815209 = -14341286.896566
  nChanged 527
		SP:Iteration 10Q (5555.700000 sec): 3 clusters
  Score: Raw -14347498.529814 + Penalty 5703.815209 = -14341794.714606
  nChanged 210
		SP:Iteration 11Q (5555.970000 sec): 3 clusters
  Score: Raw -14347714.212635 + Penalty 5703.815209 = -14342010.397426
  nChanged 84
		SP:Iteration 12Q (5556.230000 sec): 3 clusters
  Score: Raw -14347811.050082 + Penalty 5703.815209 = -14342107.234873
  nChanged 45
		SP:Iteration 13Q (5556.490000 sec): 3 clusters
  Score: Raw -14347857.876653 + Penalty 5703.815209 = -14342154.061445
  nChanged 24
		SP:Iteration 14Q (5556.740000 sec): 3 clusters
  Score: Raw -14347883.320466 + Penalty 5703.815209 = -14342179.505257
  nChanged 18
		SP:Iteration 15Q (5556.990000 sec): 3 clusters
  Score: Raw -14347910.210923 + Penalty 5703.815209 = -14342206.395714
  nChanged 21
		SP:Iteration 16Q (5557.250000 sec): 3 clusters
  Score: Raw -14347946.727135 + Penalty 5703.815209 = -14342242.911926
  nChanged 17
		SP:Iteration 17Q (5557.500000 sec): 3 clusters
  Score: Raw -14347967.788502 + Penalty 5703.815209 = -14342263.973293
  nChanged 10
		SP:Iteration 18Q (5557.750000 sec): 3 clusters
  Score: Raw -14347980.419327 + Penalty 5703.815209 = -14342276.604118
  nChanged 9
		SP:Iteration 19Q (5558.000000 sec): 3 clusters
  Score: Raw -14347989.375728 + Penalty 5703.815209 = -14342285.560519
  nChanged 5
		SP:Iteration 20F (5558.360000 sec): 3 clusters
  Score: Raw -14347996.073239 + Penalty 5703.815209 = -14342292.258030
  nChanged 3
		SP:Iteration 21Q (5558.610000 sec): 3 clusters
  Score: Raw -14348000.405359 + Penalty 5703.815209 = -14342296.590150
  nChanged 2
		SP:Iteration 22Q (5558.860000 sec): 3 clusters
  Score: Raw -14348002.118232 + Penalty 5703.815209 = -14342298.303023
  nChanged 0
		SP:Iteration 23F (5559.220000 sec): 3 clusters
  Score: Raw -14348002.118232 + Penalty 5703.815209 = -14342298.303023
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (35708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5559.350000 sec): 2 clusters
  Score: Raw -5539356.140882 + Penalty 2599.816248 = -5536756.324634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5559.480000 sec): 3 clusters
  Score: Raw -5517622.802923 + Penalty 5199.632496 = -5512423.170427
  nChanged 16177
		SP:Iteration 1F (5559.610000 sec): 3 clusters
  Score: Raw -5526432.788781 + Penalty 5199.632496 = -5521233.156285
  nChanged 1534
		SP:Iteration 2Q (5559.740000 sec): 3 clusters
  Score: Raw -5526900.937256 + Penalty 5199.632496 = -5521701.304760
  nChanged 1450
		SP:Iteration 3Q (5559.880000 sec): 3 clusters
  Score: Raw -5527350.230815 + Penalty 5199.632496 = -5522150.598319
  nChanged 1365
		SP:Iteration 4Q (5560.010000 sec): 3 clusters
  Score: Raw -5527784.352674 + Penalty 5199.632496 = -5522584.720178
  nChanged 1351
		SP:Iteration 5Q (5560.140000 sec): 3 clusters
  Score: Raw -5528263.556693 + Penalty 5199.632496 = -5523063.924197
  nChanged 1439
		SP:Iteration 6Q (5560.270000 sec): 3 clusters
  Score: Raw -5528878.608415 + Penalty 5199.632496 = -5523678.975919
  nChanged 1623
		SP:Iteration 7Q (5560.400000 sec): 3 clusters
  Score: Raw -5529699.307503 + Penalty 5199.632496 = -5524499.675007
  nChanged 1867
		SP:Iteration 8F (5560.530000 sec): 3 clusters
  Score: Raw -5530808.179337 + Penalty 5199.632496 = -5525608.546841
  nChanged 2230
		SP:Iteration 9F (5560.660000 sec): 3 clusters
  Score: Raw -5532371.116441 + Penalty 5199.632496 = -5527171.483945
  nChanged 2368
		SP:Iteration 10F (5560.790000 sec): 3 clusters
  Score: Raw -5534234.583129 + Penalty 5199.632496 = -5529034.950633
  nChanged 2212
		SP:Iteration 11F (5560.920000 sec): 3 clusters
  Score: Raw -5536113.890914 + Penalty 5199.632496 = -5530914.258418
  nChanged 1758
		SP:Iteration 12Q (5561.040000 sec): 3 clusters
  Score: Raw -5537689.564418 + Penalty 5199.632496 = -5532489.931922
  nChanged 1071
		SP:Iteration 13Q (5561.150000 sec): 3 clusters
  Score: Raw -5538663.195372 + Penalty 5199.632496 = -5533463.562876
  nChanged 561
		SP:Iteration 14Q (5561.260000 sec): 3 clusters
  Score: Raw -5539193.443902 + Penalty 5199.632496 = -5533993.811406
  nChanged 213
		SP:Iteration 15Q (5561.350000 sec): 3 clusters
  Score: Raw -5539397.284663 + Penalty 5199.632496 = -5534197.652167
  nChanged 95
		SP:Iteration 16Q (5561.450000 sec): 3 clusters
  Score: Raw -5539500.209007 + Penalty 5199.632496 = -5534300.576511
  nChanged 45
		SP:Iteration 17Q (5561.540000 sec): 3 clusters
  Score: Raw -5539550.232585 + Penalty 5199.632496 = -5534350.600089
  nChanged 20
		SP:Iteration 18Q (5561.630000 sec): 3 clusters
  Score: Raw -5539572.586162 + Penalty 5199.632496 = -5534372.953666
  nChanged 14
		SP:Iteration 19Q (5561.720000 sec): 3 clusters
  Score: Raw -5539586.174396 + Penalty 5199.632496 = -5534386.541900
  nChanged 9
		SP:Iteration 20F (5561.850000 sec): 3 clusters
  Score: Raw -5539594.961057 + Penalty 5199.632496 = -5534395.328561
  nChanged 7
		SP:Iteration 21Q (5561.940000 sec): 3 clusters
  Score: Raw -5539601.924693 + Penalty 5199.632496 = -5534402.292197
  nChanged 2
		SP:Iteration 22Q (5562.030000 sec): 3 clusters
  Score: Raw -5539604.557863 + Penalty 5199.632496 = -5534404.925367
  nChanged 3
		SP:Iteration 23Q (5562.120000 sec): 3 clusters
  Score: Raw -5539610.479934 + Penalty 5199.632496 = -5534410.847438
  nChanged 1
		SP:Iteration 24Q (5562.210000 sec): 3 clusters
  Score: Raw -5539611.282139 + Penalty 5199.632496 = -5534411.649643
  nChanged 1
		SP:Iteration 25Q (5562.300000 sec): 3 clusters
  Score: Raw -5539612.134669 + Penalty 5199.632496 = -5534412.502173
  nChanged 0
		SP:Iteration 26F (5562.430000 sec): 3 clusters
  Score: Raw -5539612.134669 + Penalty 5199.632496 = -5534412.502173
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5562.750000 sec): 2 clusters
  Score: Raw -14576585.958374 + Penalty 2851.900065 = -14573734.058309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5563.110000 sec): 3 clusters
  Score: Raw -14513267.021653 + Penalty 5703.800129 = -14507563.221524
  nChanged 46753
		SP:Iteration 1F (5563.480000 sec): 3 clusters
  Score: Raw -14539365.165180 + Penalty 5703.800129 = -14533661.365051
  nChanged 2940
		SP:Iteration 2Q (5563.850000 sec): 3 clusters
  Score: Raw -14539950.407804 + Penalty 5703.800129 = -14534246.607675
  nChanged 2805
		SP:Iteration 3Q (5564.230000 sec): 3 clusters
  Score: Raw -14540520.958258 + Penalty 5703.800129 = -14534817.158129
  nChanged 2808
		SP:Iteration 4Q (5564.600000 sec): 3 clusters
  Score: Raw -14541105.276710 + Penalty 5703.800129 = -14535401.476581
  nChanged 2862
		SP:Iteration 5Q (5564.970000 sec): 3 clusters
  Score: Raw -14541729.644260 + Penalty 5703.800129 = -14536025.844131
  nChanged 2962
		SP:Iteration 6Q (5565.340000 sec): 3 clusters
  Score: Raw -14542475.016296 + Penalty 5703.800129 = -14536771.216166
  nChanged 3373
		SP:Iteration 7Q (5565.720000 sec): 3 clusters
  Score: Raw -14543483.387310 + Penalty 5703.800129 = -14537779.587181
  nChanged 3983
		SP:Iteration 8Q (5566.090000 sec): 3 clusters
  Score: Raw -14544911.764356 + Penalty 5703.800129 = -14539207.964226
  nChanged 4687
		SP:Iteration 9Q (5566.470000 sec): 3 clusters
  Score: Raw -14546931.102712 + Penalty 5703.800129 = -14541227.302583
  nChanged 5390
		SP:Iteration 10F (5566.830000 sec): 3 clusters
  Score: Raw -14549744.771288 + Penalty 5703.800129 = -14544040.971159
  nChanged 6171
		SP:Iteration 11F (5567.200000 sec): 3 clusters
  Score: Raw -14553620.240575 + Penalty 5703.800129 = -14547916.440446
  nChanged 6561
		SP:Iteration 12F (5567.560000 sec): 3 clusters
  Score: Raw -14558308.113263 + Penalty 5703.800129 = -14552604.313133
  nChanged 6425
		SP:Iteration 13F (5567.920000 sec): 3 clusters
  Score: Raw -14563417.430685 + Penalty 5703.800129 = -14557713.630556
  nChanged 5630
		SP:Iteration 14F (5568.290000 sec): 3 clusters
  Score: Raw -14568092.583870 + Penalty 5703.800129 = -14562388.783740
  nChanged 4185
		SP:Iteration 15Q (5568.650000 sec): 3 clusters
  Score: Raw -14571650.591505 + Penalty 5703.800129 = -14565946.791375
  nChanged 2766
		SP:Iteration 16Q (5568.980000 sec): 3 clusters
  Score: Raw -14573894.291182 + Penalty 5703.800129 = -14568190.491053
  nChanged 1635
		SP:Iteration 17Q (5569.290000 sec): 3 clusters
  Score: Raw -14575183.296919 + Penalty 5703.800129 = -14569479.496789
  nChanged 973
		SP:Iteration 18Q (5569.590000 sec): 3 clusters
  Score: Raw -14575925.223854 + Penalty 5703.800129 = -14570221.423725
  nChanged 519
		SP:Iteration 19Q (5569.860000 sec): 3 clusters
  Score: Raw -14576304.798627 + Penalty 5703.800129 = -14570600.998498
  nChanged 320
		SP:Iteration 20F (5570.220000 sec): 3 clusters
  Score: Raw -14576525.322507 + Penalty 5703.800129 = -14570821.522378
  nChanged 197
		SP:Iteration 21Q (5570.480000 sec): 3 clusters
  Score: Raw -14576653.730774 + Penalty 5703.800129 = -14570949.930644
  nChanged 147
		SP:Iteration 22Q (5570.740000 sec): 3 clusters
  Score: Raw -14576753.844038 + Penalty 5703.800129 = -14571050.043908
  nChanged 104
		SP:Iteration 23Q (5571.000000 sec): 3 clusters
  Score: Raw -14576830.283573 + Penalty 5703.800129 = -14571126.483444
  nChanged 86
		SP:Iteration 24Q (5571.250000 sec): 3 clusters
  Score: Raw -14576891.368651 + Penalty 5703.800129 = -14571187.568522
  nChanged 59
		SP:Iteration 25Q (5571.510000 sec): 3 clusters
  Score: Raw -14576932.303136 + Penalty 5703.800129 = -14571228.503007
  nChanged 40
		SP:Iteration 26Q (5571.760000 sec): 3 clusters
  Score: Raw -14576958.179955 + Penalty 5703.800129 = -14571254.379826
  nChanged 27
		SP:Iteration 27Q (5572.020000 sec): 3 clusters
  Score: Raw -14576976.128894 + Penalty 5703.800129 = -14571272.328765
  nChanged 18
		SP:Iteration 28Q (5572.270000 sec): 3 clusters
  Score: Raw -14576983.951197 + Penalty 5703.800129 = -14571280.151068
  nChanged 15
		SP:Iteration 29Q (5572.520000 sec): 3 clusters
  Score: Raw -14576992.946160 + Penalty 5703.800129 = -14571289.146031
  nChanged 10
		SP:Iteration 30Q (5572.780000 sec): 3 clusters
  Score: Raw -14576999.101679 + Penalty 5703.800129 = -14571295.301550
  nChanged 13
		SP:Iteration 31Q (5573.030000 sec): 3 clusters
  Score: Raw -14577007.180669 + Penalty 5703.800129 = -14571303.380540
  nChanged 8
		SP:Iteration 32Q (5573.280000 sec): 3 clusters
  Score: Raw -14577011.265119 + Penalty 5703.800129 = -14571307.464989
  nChanged 4
		SP:Iteration 33Q (5573.530000 sec): 3 clusters
  Score: Raw -14577013.474860 + Penalty 5703.800129 = -14571309.674731
  nChanged 7
		SP:Iteration 34Q (5573.780000 sec): 3 clusters
  Score: Raw -14577016.208671 + Penalty 5703.800129 = -14571312.408542
  nChanged 6
		SP:Iteration 35Q (5574.040000 sec): 3 clusters
  Score: Raw -14577020.028401 + Penalty 5703.800129 = -14571316.228272
  nChanged 3
		SP:Iteration 36Q (5574.290000 sec): 3 clusters
  Score: Raw -14577021.768899 + Penalty 5703.800129 = -14571317.968770
  nChanged 3
		SP:Iteration 37Q (5574.540000 sec): 3 clusters
  Score: Raw -14577023.879669 + Penalty 5703.800129 = -14571320.079539
  nChanged 3
		SP:Iteration 38Q (5574.790000 sec): 3 clusters
  Score: Raw -14577025.560538 + Penalty 5703.800129 = -14571321.760408
  nChanged 1
		SP:Iteration 39Q (5575.050000 sec): 3 clusters
  Score: Raw -14577026.836228 + Penalty 5703.800129 = -14571323.036099
  nChanged 1
		SP:Iteration 40F (5575.410000 sec): 3 clusters
  Score: Raw -14577027.469007 + Penalty 5703.800129 = -14571323.668878
  nChanged 3
		SP:Iteration 41Q (5575.660000 sec): 3 clusters
  Score: Raw -14577028.904337 + Penalty 5703.800129 = -14571325.104207
  nChanged 1
		SP:Iteration 42Q (5575.910000 sec): 3 clusters
  Score: Raw -14577029.516146 + Penalty 5703.800129 = -14571325.716017
  nChanged 0
		SP:Iteration 43F (5576.270000 sec): 3 clusters
  Score: Raw -14577029.516146 + Penalty 5703.800129 = -14571325.716017
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5576.310000 sec): 2 clusters
  Score: Raw -45040.769262 + Penalty 1466.548745 = -43574.220517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5576.310000 sec): 3 clusters
  Score: Raw -45342.084219 + Penalty 2933.097491 = -42408.986728
  nChanged 84
		SP:Iteration 1F (5576.310000 sec): 3 clusters
  Score: Raw -45949.879262 + Penalty 2933.097491 = -43016.781771
  nChanged 25
		SP:Iteration 2F (5576.310000 sec): 3 clusters
  Score: Raw -46138.911610 + Penalty 2933.097491 = -43205.814119
  nChanged 14
		SP:Iteration 3Q (5576.310000 sec): 3 clusters
  Score: Raw -46261.473115 + Penalty 2933.097491 = -43328.375624
  nChanged 11
		SP:Iteration 4Q (5576.310000 sec): 3 clusters
  Score: Raw -46394.062419 + Penalty 2933.097491 = -43460.964928
  nChanged 16
		SP:Iteration 5Q (5576.310000 sec): 3 clusters
  Score: Raw -46535.684522 + Penalty 2933.097491 = -43602.587031
  nChanged 17
		SP:Iteration 6Q (5576.310000 sec): 3 clusters
  Score: Raw -46687.848271 + Penalty 2933.097491 = -43754.750780
  nChanged 16
		SP:Iteration 7Q (5576.320000 sec): 3 clusters
  Score: Raw -46968.538605 + Penalty 2933.097491 = -44035.441114
  nChanged 18
		SP:Iteration 8Q (5576.320000 sec): 3 clusters
  Score: Raw -47404.883133 + Penalty 2933.097491 = -44471.785643
  nChanged 12
		SP:Iteration 9Q (5576.320000 sec): 3 clusters
  Score: Raw -47592.057311 + Penalty 2933.097491 = -44658.959820
  nChanged 8
		SP:Iteration 10Q (5576.320000 sec): 3 clusters
  Score: Raw -47729.604431 + Penalty 2933.097491 = -44796.506940
  nChanged 4
		SP:Iteration 11Q (5576.320000 sec): 3 clusters
  Score: Raw -47753.507327 + Penalty 2933.097491 = -44820.409837
  nChanged 2
		SP:Iteration 12Q (5576.320000 sec): 3 clusters
  Score: Raw -47782.186976 + Penalty 2933.097491 = -44849.089485
  nChanged 2
		SP:Iteration 13Q (5576.320000 sec): 3 clusters
  Score: Raw -47823.576062 + Penalty 2933.097491 = -44890.478571
  nChanged 2
		SP:Iteration 14Q (5576.320000 sec): 3 clusters
  Score: Raw -47875.005616 + Penalty 2933.097491 = -44941.908126
  nChanged 0
		SP:Iteration 15F (5576.330000 sec): 3 clusters
  Score: Raw -47875.005616 + Penalty 2933.097491 = -44941.908126
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 35.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5576.500000 sec): 2 clusters
  Score: Raw -7505841.324569 + Penalty 2688.760096 = -7503152.564473
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5576.690000 sec): 3 clusters
  Score: Raw -7474082.290056 + Penalty 5377.520193 = -7468704.769863
  nChanged 23702
		SP:Iteration 1F (5576.870000 sec): 3 clusters
  Score: Raw -7487324.359048 + Penalty 5377.520193 = -7481946.838855
  nChanged 1876
		SP:Iteration 2Q (5577.070000 sec): 3 clusters
  Score: Raw -7487768.682681 + Penalty 5377.520193 = -7482391.162488
  nChanged 1705
		SP:Iteration 3Q (5577.260000 sec): 3 clusters
  Score: Raw -7488152.180893 + Penalty 5377.520193 = -7482774.660700
  nChanged 1563
		SP:Iteration 4Q (5577.450000 sec): 3 clusters
  Score: Raw -7488536.887610 + Penalty 5377.520193 = -7483159.367417
  nChanged 1676
		SP:Iteration 5Q (5577.640000 sec): 3 clusters
  Score: Raw -7489010.284528 + Penalty 5377.520193 = -7483632.764336
  nChanged 1878
		SP:Iteration 6Q (5577.830000 sec): 3 clusters
  Score: Raw -7489643.754053 + Penalty 5377.520193 = -7484266.233860
  nChanged 2213
		SP:Iteration 7Q (5578.020000 sec): 3 clusters
  Score: Raw -7490563.437709 + Penalty 5377.520193 = -7485185.917516
  nChanged 2592
		SP:Iteration 8F (5578.210000 sec): 3 clusters
  Score: Raw -7491822.705812 + Penalty 5377.520193 = -7486445.185619
  nChanged 2888
		SP:Iteration 9F (5578.390000 sec): 3 clusters
  Score: Raw -7493391.002015 + Penalty 5377.520193 = -7488013.481822
  nChanged 3006
		SP:Iteration 10F (5578.580000 sec): 3 clusters
  Score: Raw -7495178.713853 + Penalty 5377.520193 = -7489801.193660
  nChanged 2819
		SP:Iteration 11F (5578.770000 sec): 3 clusters
  Score: Raw -7496968.822439 + Penalty 5377.520193 = -7491591.302246
  nChanged 2586
		SP:Iteration 12F (5578.950000 sec): 3 clusters
  Score: Raw -7498691.582882 + Penalty 5377.520193 = -7493314.062689
  nChanged 2212
		SP:Iteration 13Q (5579.140000 sec): 3 clusters
  Score: Raw -7500285.025408 + Penalty 5377.520193 = -7494907.505215
  nChanged 1869
		SP:Iteration 14Q (5579.330000 sec): 3 clusters
  Score: Raw -7501699.071176 + Penalty 5377.520193 = -7496321.550983
  nChanged 1533
		SP:Iteration 15Q (5579.500000 sec): 3 clusters
  Score: Raw -7502931.575307 + Penalty 5377.520193 = -7497554.055114
  nChanged 1230
		SP:Iteration 16Q (5579.670000 sec): 3 clusters
  Score: Raw -7503889.371681 + Penalty 5377.520193 = -7498511.851489
  nChanged 850
		SP:Iteration 17Q (5579.830000 sec): 3 clusters
  Score: Raw -7504554.039654 + Penalty 5377.520193 = -7499176.519461
  nChanged 609
		SP:Iteration 18Q (5579.980000 sec): 3 clusters
  Score: Raw -7505003.780979 + Penalty 5377.520193 = -7499626.260786
  nChanged 456
		SP:Iteration 19Q (5580.120000 sec): 3 clusters
  Score: Raw -7505351.606051 + Penalty 5377.520193 = -7499974.085858
  nChanged 312
		SP:Iteration 20F (5580.310000 sec): 3 clusters
  Score: Raw -7505583.447943 + Penalty 5377.520193 = -7500205.927750
  nChanged 200
		SP:Iteration 21Q (5580.440000 sec): 3 clusters
  Score: Raw -7505729.773107 + Penalty 5377.520193 = -7500352.252914
  nChanged 150
		SP:Iteration 22Q (5580.570000 sec): 3 clusters
  Score: Raw -7505841.590682 + Penalty 5377.520193 = -7500464.070489
  nChanged 98
		SP:Iteration 23Q (5580.710000 sec): 3 clusters
  Score: Raw -7505925.004877 + Penalty 5377.520193 = -7500547.484684
  nChanged 81
		SP:Iteration 24Q (5580.840000 sec): 3 clusters
  Score: Raw -7505997.085795 + Penalty 5377.520193 = -7500619.565602
  nChanged 63
		SP:Iteration 25Q (5580.970000 sec): 3 clusters
  Score: Raw -7506056.433436 + Penalty 5377.520193 = -7500678.913243
  nChanged 51
		SP:Iteration 26Q (5581.100000 sec): 3 clusters
  Score: Raw -7506108.087972 + Penalty 5377.520193 = -7500730.567779
  nChanged 37
		SP:Iteration 27Q (5581.230000 sec): 3 clusters
  Score: Raw -7506142.329609 + Penalty 5377.520193 = -7500764.809416
  nChanged 26
		SP:Iteration 28Q (5581.360000 sec): 3 clusters
  Score: Raw -7506165.225027 + Penalty 5377.520193 = -7500787.704834
  nChanged 22
		SP:Iteration 29Q (5581.490000 sec): 3 clusters
  Score: Raw -7506184.630316 + Penalty 5377.520193 = -7500807.110123
  nChanged 19
		SP:Iteration 30Q (5581.620000 sec): 3 clusters
  Score: Raw -7506199.835281 + Penalty 5377.520193 = -7500822.315088
  nChanged 16
		SP:Iteration 31Q (5581.750000 sec): 3 clusters
  Score: Raw -7506212.922408 + Penalty 5377.520193 = -7500835.402215
  nChanged 8
		SP:Iteration 32Q (5581.870000 sec): 3 clusters
  Score: Raw -7506222.425650 + Penalty 5377.520193 = -7500844.905457
  nChanged 8
		SP:Iteration 33Q (5582.000000 sec): 3 clusters
  Score: Raw -7506229.376168 + Penalty 5377.520193 = -7500851.855975
  nChanged 4
		SP:Iteration 34Q (5582.130000 sec): 3 clusters
  Score: Raw -7506233.897479 + Penalty 5377.520193 = -7500856.377286
  nChanged 3
		SP:Iteration 35Q (5582.260000 sec): 3 clusters
  Score: Raw -7506238.348181 + Penalty 5377.520193 = -7500860.827988
  nChanged 4
		SP:Iteration 36Q (5582.390000 sec): 3 clusters
  Score: Raw -7506242.740484 + Penalty 5377.520193 = -7500865.220291
  nChanged 5
		SP:Iteration 37Q (5582.510000 sec): 3 clusters
  Score: Raw -7506246.827807 + Penalty 5377.520193 = -7500869.307614
  nChanged 5
		SP:Iteration 38Q (5582.650000 sec): 3 clusters
  Score: Raw -7506251.375368 + Penalty 5377.520193 = -7500873.855175
  nChanged 4
		SP:Iteration 39Q (5582.770000 sec): 3 clusters
  Score: Raw -7506255.422825 + Penalty 5377.520193 = -7500877.902632
  nChanged 2
		SP:Iteration 40F (5582.960000 sec): 3 clusters
  Score: Raw -7506257.038903 + Penalty 5377.520193 = -7500879.518710
  nChanged 2
		SP:Iteration 41Q (5583.090000 sec): 3 clusters
  Score: Raw -7506258.158513 + Penalty 5377.520193 = -7500880.638321
  nChanged 0
		SP:Iteration 42F (5583.270000 sec): 3 clusters
  Score: Raw -7506258.158513 + Penalty 5377.520193 = -7500880.638321
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5583.300000 sec): 2 clusters
  Score: Raw -61642.359494 + Penalty 1516.193181 = -60126.166314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5583.300000 sec): 3 clusters
  Score: Raw -61871.875936 + Penalty 3032.386361 = -58839.489575
  nChanged 90
		SP:Iteration 1F (5583.300000 sec): 3 clusters
  Score: Raw -62117.089762 + Penalty 3032.386361 = -59084.703401
  nChanged 40
		SP:Iteration 2F (5583.300000 sec): 3 clusters
  Score: Raw -62285.622146 + Penalty 3032.386361 = -59253.235785
  nChanged 37
		SP:Iteration 3F (5583.310000 sec): 3 clusters
  Score: Raw -62559.193188 + Penalty 3032.386361 = -59526.806827
  nChanged 30
		SP:Iteration 4F (5583.310000 sec): 3 clusters
  Score: Raw -62774.169856 + Penalty 3032.386361 = -59741.783495
  nChanged 25
		SP:Iteration 5F (5583.310000 sec): 3 clusters
  Score: Raw -63077.791348 + Penalty 3032.386361 = -60045.404987
  nChanged 22
		SP:Iteration 6Q (5583.310000 sec): 3 clusters
  Score: Raw -63295.356317 + Penalty 3032.386361 = -60262.969956
  nChanged 10
		SP:Iteration 7Q (5583.310000 sec): 3 clusters
  Score: Raw -63376.622799 + Penalty 3032.386361 = -60344.236438
  nChanged 5
		SP:Iteration 8Q (5583.310000 sec): 3 clusters
  Score: Raw -63407.272227 + Penalty 3032.386361 = -60374.885866
  nChanged 3
		SP:Iteration 9Q (5583.310000 sec): 3 clusters
  Score: Raw -63436.236551 + Penalty 3032.386361 = -60403.850190
  nChanged 4
		SP:Iteration 10Q (5583.310000 sec): 3 clusters
  Score: Raw -63458.405934 + Penalty 3032.386361 = -60426.019573
  nChanged 1
		SP:Iteration 11Q (5583.310000 sec): 3 clusters
  Score: Raw -63464.777568 + Penalty 3032.386361 = -60432.391207
  nChanged 0
		SP:Iteration 12F (5583.320000 sec): 3 clusters
  Score: Raw -63464.777568 + Penalty 3032.386361 = -60432.391207
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 36.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5583.320000 sec): 2 clusters
  Score: Raw -68373.416664 + Penalty 1528.502071 = -66844.914592
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5583.330000 sec): 3 clusters
  Score: Raw -68397.494779 + Penalty 3057.004143 = -65340.490637
  nChanged 84
		SP:Iteration 1F (5583.330000 sec): 3 clusters
  Score: Raw -68577.554544 + Penalty 3057.004143 = -65520.550401
  nChanged 11
		SP:Iteration 2Q (5583.330000 sec): 3 clusters
  Score: Raw -68600.004070 + Penalty 3057.004143 = -65542.999927
  nChanged 9
		SP:Iteration 3Q (5583.330000 sec): 3 clusters
  Score: Raw -68620.294728 + Penalty 3057.004143 = -65563.290585
  nChanged 4
		SP:Iteration 4Q (5583.330000 sec): 3 clusters
  Score: Raw -68628.885049 + Penalty 3057.004143 = -65571.880906
  nChanged 6
		SP:Iteration 5Q (5583.330000 sec): 3 clusters
  Score: Raw -68642.949135 + Penalty 3057.004143 = -65585.944993
  nChanged 4
		SP:Iteration 6Q (5583.330000 sec): 3 clusters
  Score: Raw -68648.449046 + Penalty 3057.004143 = -65591.444903
  nChanged 2
		SP:Iteration 7Q (5583.340000 sec): 3 clusters
  Score: Raw -68652.812008 + Penalty 3057.004143 = -65595.807865
  nChanged 6
		SP:Iteration 8Q (5583.340000 sec): 3 clusters
  Score: Raw -68666.193177 + Penalty 3057.004143 = -65609.189034
  nChanged 2
		SP:Iteration 9Q (5583.340000 sec): 3 clusters
  Score: Raw -68671.077961 + Penalty 3057.004143 = -65614.073818
  nChanged 1
		SP:Iteration 10Q (5583.340000 sec): 3 clusters
  Score: Raw -68673.403471 + Penalty 3057.004143 = -65616.399328
  nChanged 1
		SP:Iteration 11Q (5583.340000 sec): 3 clusters
  Score: Raw -68675.758332 + Penalty 3057.004143 = -65618.754189
  nChanged 1
		SP:Iteration 12Q (5583.350000 sec): 3 clusters
  Score: Raw -68677.854628 + Penalty 3057.004143 = -65620.850485
  nChanged 0
		SP:Iteration 13F (5583.350000 sec): 3 clusters
  Score: Raw -68677.854628 + Penalty 3057.004143 = -65620.850485
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (269310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5584.230000 sec): 2 clusters
  Score: Raw -39852363.477036 + Penalty 3100.897366 = -39849262.579670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5585.240000 sec): 3 clusters
  Score: Raw -39673833.049547 + Penalty 6201.794732 = -39667631.254815
  nChanged 130432
		SP:Iteration 1F (5586.230000 sec): 3 clusters
  Score: Raw -39750989.861141 + Penalty 6201.794732 = -39744788.066409
  nChanged 6418
		SP:Iteration 2Q (5587.250000 sec): 3 clusters
  Score: Raw -39752197.875728 + Penalty 6201.794732 = -39745996.080996
  nChanged 6875
		SP:Iteration 3Q (5588.270000 sec): 3 clusters
  Score: Raw -39753816.327572 + Penalty 6201.794732 = -39747614.532840
  nChanged 8428
		SP:Iteration 4Q (5589.290000 sec): 3 clusters
  Score: Raw -39756509.607012 + Penalty 6201.794732 = -39750307.812280
  nChanged 11183
		SP:Iteration 5Q (5590.310000 sec): 3 clusters
  Score: Raw -39761523.814849 + Penalty 6201.794732 = -39755322.020117
  nChanged 16114
		SP:Iteration 6F (5591.300000 sec): 3 clusters
  Score: Raw -39771393.119737 + Penalty 6201.794732 = -39765191.325005
  nChanged 21819
		SP:Iteration 7F (5592.290000 sec): 3 clusters
  Score: Raw -39788651.010560 + Penalty 6201.794732 = -39782449.215828
  nChanged 25176
		SP:Iteration 8F (5593.280000 sec): 3 clusters
  Score: Raw -39812176.468335 + Penalty 6201.794732 = -39805974.673603
  nChanged 22025
		SP:Iteration 9F (5594.270000 sec): 3 clusters
  Score: Raw -39834054.649852 + Penalty 6201.794732 = -39827852.855120
  nChanged 12854
		SP:Iteration 10Q (5595.170000 sec): 3 clusters
  Score: Raw -39846452.121233 + Penalty 6201.794732 = -39840250.326501
  nChanged 4868
		SP:Iteration 11Q (5595.970000 sec): 3 clusters
  Score: Raw -39850848.298035 + Penalty 6201.794732 = -39844646.503303
  nChanged 1301
		SP:Iteration 12Q (5596.690000 sec): 3 clusters
  Score: Raw -39852034.920294 + Penalty 6201.794732 = -39845833.125562
  nChanged 351
		SP:Iteration 13Q (5597.390000 sec): 3 clusters
  Score: Raw -39852416.354247 + Penalty 6201.794732 = -39846214.559515
  nChanged 101
		SP:Iteration 14Q (5598.070000 sec): 3 clusters
  Score: Raw -39852549.281097 + Penalty 6201.794732 = -39846347.486365
  nChanged 42
		SP:Iteration 15Q (5598.750000 sec): 3 clusters
  Score: Raw -39852601.392905 + Penalty 6201.794732 = -39846399.598173
  nChanged 17
		SP:Iteration 16Q (5599.430000 sec): 3 clusters
  Score: Raw -39852627.721655 + Penalty 6201.794732 = -39846425.926923
  nChanged 10
		SP:Iteration 17Q (5600.110000 sec): 3 clusters
  Score: Raw -39852644.015816 + Penalty 6201.794732 = -39846442.221084
  nChanged 10
		SP:Iteration 18Q (5600.790000 sec): 3 clusters
  Score: Raw -39852658.888820 + Penalty 6201.794732 = -39846457.094088
  nChanged 9
		SP:Iteration 19Q (5601.470000 sec): 3 clusters
  Score: Raw -39852675.060864 + Penalty 6201.794732 = -39846473.266132
  nChanged 8
		SP:Iteration 20F (5602.440000 sec): 3 clusters
  Score: Raw -39852685.867242 + Penalty 6201.794732 = -39846484.072510
  nChanged 3
		SP:Iteration 21Q (5603.110000 sec): 3 clusters
  Score: Raw -39852692.465577 + Penalty 6201.794732 = -39846490.670845
  nChanged 4
		SP:Iteration 22Q (5603.790000 sec): 3 clusters
  Score: Raw -39852697.867701 + Penalty 6201.794732 = -39846496.072969
  nChanged 2
		SP:Iteration 23Q (5604.460000 sec): 3 clusters
  Score: Raw -39852702.129885 + Penalty 6201.794732 = -39846500.335153
  nChanged 2
		SP:Iteration 24Q (5605.130000 sec): 3 clusters
  Score: Raw -39852704.970302 + Penalty 6201.794732 = -39846503.175570
  nChanged 1
		SP:Iteration 25Q (5605.810000 sec): 3 clusters
  Score: Raw -39852705.606427 + Penalty 6201.794732 = -39846503.811695
  nChanged 0
		SP:Iteration 26F (5606.780000 sec): 3 clusters
  Score: Raw -39852705.606427 + Penalty 6201.794732 = -39846503.811695
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5606.980000 sec): 2 clusters
  Score: Raw -5128971.374178 + Penalty 2584.393408 = -5126386.980770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5607.100000 sec): 3 clusters
  Score: Raw -5108545.873969 + Penalty 5168.786817 = -5103377.087153
  nChanged 15321
		SP:Iteration 1F (5607.220000 sec): 3 clusters
  Score: Raw -5116862.059016 + Penalty 5168.786817 = -5111693.272200
  nChanged 1437
		SP:Iteration 2Q (5607.350000 sec): 3 clusters
  Score: Raw -5117250.592884 + Penalty 5168.786817 = -5112081.806067
  nChanged 1281
		SP:Iteration 3Q (5607.480000 sec): 3 clusters
  Score: Raw -5117565.915115 + Penalty 5168.786817 = -5112397.128298
  nChanged 1049
		SP:Iteration 4Q (5607.600000 sec): 3 clusters
  Score: Raw -5117821.075871 + Penalty 5168.786817 = -5112652.289054
  nChanged 969
		SP:Iteration 5Q (5607.730000 sec): 3 clusters
  Score: Raw -5118054.251192 + Penalty 5168.786817 = -5112885.464375
  nChanged 922
		SP:Iteration 6Q (5607.850000 sec): 3 clusters
  Score: Raw -5118281.325753 + Penalty 5168.786817 = -5113112.538937
  nChanged 930
		SP:Iteration 7Q (5607.980000 sec): 3 clusters
  Score: Raw -5118546.475683 + Penalty 5168.786817 = -5113377.688867
  nChanged 991
		SP:Iteration 8Q (5608.100000 sec): 3 clusters
  Score: Raw -5118832.981255 + Penalty 5168.786817 = -5113664.194439
  nChanged 1101
		SP:Iteration 9Q (5608.230000 sec): 3 clusters
  Score: Raw -5119219.705026 + Penalty 5168.786817 = -5114050.918209
  nChanged 1267
		SP:Iteration 10Q (5608.360000 sec): 3 clusters
  Score: Raw -5119795.250292 + Penalty 5168.786817 = -5114626.463475
  nChanged 1526
		SP:Iteration 11Q (5608.480000 sec): 3 clusters
  Score: Raw -5120631.877847 + Penalty 5168.786817 = -5115463.091030
  nChanged 1737
		SP:Iteration 12F (5608.600000 sec): 3 clusters
  Score: Raw -5121779.332846 + Penalty 5168.786817 = -5116610.546029
  nChanged 1900
		SP:Iteration 13F (5608.730000 sec): 3 clusters
  Score: Raw -5123204.895894 + Penalty 5168.786817 = -5118036.109077
  nChanged 1932
		SP:Iteration 14F (5608.850000 sec): 3 clusters
  Score: Raw -5124653.022472 + Penalty 5168.786817 = -5119484.235655
  nChanged 1589
		SP:Iteration 15Q (5608.970000 sec): 3 clusters
  Score: Raw -5125633.248875 + Penalty 5168.786817 = -5120464.462058
  nChanged 1130
		SP:Iteration 16Q (5609.090000 sec): 3 clusters
  Score: Raw -5126125.921545 + Penalty 5168.786817 = -5120957.134728
  nChanged 682
		SP:Iteration 17Q (5609.210000 sec): 3 clusters
  Score: Raw -5126375.521757 + Penalty 5168.786817 = -5121206.734940
  nChanged 535
		SP:Iteration 18Q (5609.320000 sec): 3 clusters
  Score: Raw -5126575.981066 + Penalty 5168.786817 = -5121407.194250
  nChanged 469
		SP:Iteration 19Q (5609.440000 sec): 3 clusters
  Score: Raw -5126750.173777 + Penalty 5168.786817 = -5121581.386961
  nChanged 471
		SP:Iteration 20F (5609.560000 sec): 3 clusters
  Score: Raw -5126926.108135 + Penalty 5168.786817 = -5121757.321318
  nChanged 469
		SP:Iteration 21Q (5609.680000 sec): 3 clusters
  Score: Raw -5127098.424584 + Penalty 5168.786817 = -5121929.637767
  nChanged 480
		SP:Iteration 22Q (5609.790000 sec): 3 clusters
  Score: Raw -5127290.686073 + Penalty 5168.786817 = -5122121.899256
  nChanged 483
		SP:Iteration 23Q (5609.900000 sec): 3 clusters
  Score: Raw -5127495.264968 + Penalty 5168.786817 = -5122326.478151
  nChanged 449
		SP:Iteration 24Q (5610.010000 sec): 3 clusters
  Score: Raw -5127671.771696 + Penalty 5168.786817 = -5122502.984879
  nChanged 386
		SP:Iteration 25Q (5610.120000 sec): 3 clusters
  Score: Raw -5127809.778813 + Penalty 5168.786817 = -5122640.991996
  nChanged 341
		SP:Iteration 26Q (5610.220000 sec): 3 clusters
  Score: Raw -5127926.546439 + Penalty 5168.786817 = -5122757.759622
  nChanged 337
		SP:Iteration 27Q (5610.330000 sec): 3 clusters
  Score: Raw -5128048.472679 + Penalty 5168.786817 = -5122879.685862
  nChanged 300
		SP:Iteration 28Q (5610.440000 sec): 3 clusters
  Score: Raw -5128158.286113 + Penalty 5168.786817 = -5122989.499296
  nChanged 263
		SP:Iteration 29Q (5610.540000 sec): 3 clusters
  Score: Raw -5128248.931238 + Penalty 5168.786817 = -5123080.144422
  nChanged 261
		SP:Iteration 30Q (5610.640000 sec): 3 clusters
  Score: Raw -5128334.598835 + Penalty 5168.786817 = -5123165.812018
  nChanged 233
		SP:Iteration 31Q (5610.740000 sec): 3 clusters
  Score: Raw -5128412.682325 + Penalty 5168.786817 = -5123243.895508
  nChanged 227
		SP:Iteration 32Q (5610.850000 sec): 3 clusters
  Score: Raw -5128480.872673 + Penalty 5168.786817 = -5123312.085856
  nChanged 203
		SP:Iteration 33Q (5610.950000 sec): 3 clusters
  Score: Raw -5128541.834415 + Penalty 5168.786817 = -5123373.047598
  nChanged 198
		SP:Iteration 34Q (5611.050000 sec): 3 clusters
  Score: Raw -5128600.623598 + Penalty 5168.786817 = -5123431.836781
  nChanged 154
		SP:Iteration 35Q (5611.150000 sec): 3 clusters
  Score: Raw -5128642.170603 + Penalty 5168.786817 = -5123473.383787
  nChanged 128
		SP:Iteration 36Q (5611.240000 sec): 3 clusters
  Score: Raw -5128670.731004 + Penalty 5168.786817 = -5123501.944187
  nChanged 105
		SP:Iteration 37Q (5611.340000 sec): 3 clusters
  Score: Raw -5128694.940298 + Penalty 5168.786817 = -5123526.153482
  nChanged 85
		SP:Iteration 38Q (5611.440000 sec): 3 clusters
  Score: Raw -5128715.471622 + Penalty 5168.786817 = -5123546.684805
  nChanged 82
		SP:Iteration 39Q (5611.540000 sec): 3 clusters
  Score: Raw -5128735.793417 + Penalty 5168.786817 = -5123567.006601
  nChanged 81
		SP:Iteration 40F (5611.660000 sec): 3 clusters
  Score: Raw -5128754.652550 + Penalty 5168.786817 = -5123585.865733
  nChanged 78
		SP:Iteration 41Q (5611.760000 sec): 3 clusters
  Score: Raw -5128770.552584 + Penalty 5168.786817 = -5123601.765768
  nChanged 72
		SP:Iteration 42Q (5611.860000 sec): 3 clusters
  Score: Raw -5128786.312093 + Penalty 5168.786817 = -5123617.525276
  nChanged 62
		SP:Iteration 43Q (5611.950000 sec): 3 clusters
  Score: Raw -5128798.964912 + Penalty 5168.786817 = -5123630.178096
  nChanged 56
		SP:Iteration 44Q (5612.050000 sec): 3 clusters
  Score: Raw -5128811.345697 + Penalty 5168.786817 = -5123642.558880
  nChanged 58
		SP:Iteration 45Q (5612.140000 sec): 3 clusters
  Score: Raw -5128824.119482 + Penalty 5168.786817 = -5123655.332665
  nChanged 55
		SP:Iteration 46Q (5612.240000 sec): 3 clusters
  Score: Raw -5128836.226061 + Penalty 5168.786817 = -5123667.439244
  nChanged 47
		SP:Iteration 47Q (5612.340000 sec): 3 clusters
  Score: Raw -5128845.753863 + Penalty 5168.786817 = -5123676.967046
  nChanged 46
		SP:Iteration 48Q (5612.430000 sec): 3 clusters
  Score: Raw -5128855.507034 + Penalty 5168.786817 = -5123686.720217
  nChanged 51
		SP:Iteration 49Q (5612.520000 sec): 3 clusters
  Score: Raw -5128870.051745 + Penalty 5168.786817 = -5123701.264928
  nChanged 62
		SP:Iteration 50Q (5612.620000 sec): 3 clusters
  Score: Raw -5128887.041077 + Penalty 5168.786817 = -5123718.254260
  nChanged 50
		SP:Iteration 51Q (5612.720000 sec): 3 clusters
  Score: Raw -5128900.853855 + Penalty 5168.786817 = -5123732.067038
  nChanged 52
		SP:Iteration 52Q (5612.810000 sec): 3 clusters
  Score: Raw -5128915.107206 + Penalty 5168.786817 = -5123746.320390
  nChanged 51
		SP:Iteration 53Q (5612.900000 sec): 3 clusters
  Score: Raw -5128930.233974 + Penalty 5168.786817 = -5123761.447157
  nChanged 54
		SP:Iteration 54Q (5613.000000 sec): 3 clusters
  Score: Raw -5128943.908276 + Penalty 5168.786817 = -5123775.121459
  nChanged 43
		SP:Iteration 55Q (5613.090000 sec): 3 clusters
  Score: Raw -5128954.109220 + Penalty 5168.786817 = -5123785.322404
  nChanged 40
		SP:Iteration 56Q (5613.190000 sec): 3 clusters
  Score: Raw -5128963.130598 + Penalty 5168.786817 = -5123794.343782
  nChanged 36
		SP:Iteration 57Q (5613.280000 sec): 3 clusters
  Score: Raw -5128970.785806 + Penalty 5168.786817 = -5123801.998990
  nChanged 39
		SP:Iteration 58Q (5613.380000 sec): 3 clusters
  Score: Raw -5128981.223856 + Penalty 5168.786817 = -5123812.437039
  nChanged 46
		SP:Iteration 59Q (5613.480000 sec): 3 clusters
  Score: Raw -5128992.813696 + Penalty 5168.786817 = -5123824.026879
  nChanged 37
		SP:Iteration 60F (5613.600000 sec): 3 clusters
  Score: Raw -5129002.249753 + Penalty 5168.786817 = -5123833.462936
  nChanged 32
		SP:Iteration 61Q (5613.700000 sec): 3 clusters
  Score: Raw -5129009.639555 + Penalty 5168.786817 = -5123840.852738
  nChanged 33
		SP:Iteration 62Q (5613.790000 sec): 3 clusters
  Score: Raw -5129017.714934 + Penalty 5168.786817 = -5123848.928118
  nChanged 27
		SP:Iteration 63Q (5613.880000 sec): 3 clusters
  Score: Raw -5129025.127107 + Penalty 5168.786817 = -5123856.340290
  nChanged 27
		SP:Iteration 64Q (5613.980000 sec): 3 clusters
  Score: Raw -5129032.044065 + Penalty 5168.786817 = -5123863.257248
  nChanged 20
		SP:Iteration 65Q (5614.070000 sec): 3 clusters
  Score: Raw -5129036.828119 + Penalty 5168.786817 = -5123868.041303
  nChanged 20
		SP:Iteration 66Q (5614.160000 sec): 3 clusters
  Score: Raw -5129042.986118 + Penalty 5168.786817 = -5123874.199301
  nChanged 17
		SP:Iteration 67Q (5614.260000 sec): 3 clusters
  Score: Raw -5129047.777414 + Penalty 5168.786817 = -5123878.990597
  nChanged 18
		SP:Iteration 68Q (5614.350000 sec): 3 clusters
  Score: Raw -5129052.399600 + Penalty 5168.786817 = -5123883.612783
  nChanged 20
		SP:Iteration 69Q (5614.440000 sec): 3 clusters
  Score: Raw -5129056.390195 + Penalty 5168.786817 = -5123887.603378
  nChanged 17
		SP:Iteration 70Q (5614.540000 sec): 3 clusters
  Score: Raw -5129060.683616 + Penalty 5168.786817 = -5123891.896799
  nChanged 12
		SP:Iteration 71Q (5614.630000 sec): 3 clusters
  Score: Raw -5129062.953155 + Penalty 5168.786817 = -5123894.166339
  nChanged 11
		SP:Iteration 72Q (5614.720000 sec): 3 clusters
  Score: Raw -5129065.311358 + Penalty 5168.786817 = -5123896.524541
  nChanged 13
		SP:Iteration 73Q (5614.810000 sec): 3 clusters
  Score: Raw -5129068.330786 + Penalty 5168.786817 = -5123899.543970
  nChanged 14
		SP:Iteration 74Q (5614.900000 sec): 3 clusters
  Score: Raw -5129072.439339 + Penalty 5168.786817 = -5123903.652522
  nChanged 17
		SP:Iteration 75Q (5615.000000 sec): 3 clusters
  Score: Raw -5129076.593760 + Penalty 5168.786817 = -5123907.806944
  nChanged 19
		SP:Iteration 76Q (5615.090000 sec): 3 clusters
  Score: Raw -5129081.430609 + Penalty 5168.786817 = -5123912.643792
  nChanged 17
		SP:Iteration 77Q (5615.180000 sec): 3 clusters
  Score: Raw -5129087.580710 + Penalty 5168.786817 = -5123918.793893
  nChanged 23
		SP:Iteration 78Q (5615.270000 sec): 3 clusters
  Score: Raw -5129094.479121 + Penalty 5168.786817 = -5123925.692304
  nChanged 22
		SP:Iteration 79Q (5615.360000 sec): 3 clusters
  Score: Raw -5129101.110520 + Penalty 5168.786817 = -5123932.323703
  nChanged 21
		SP:Iteration 80F (5615.480000 sec): 3 clusters
  Score: Raw -5129107.090810 + Penalty 5168.786817 = -5123938.303993
  nChanged 24
		SP:Iteration 81Q (5615.580000 sec): 3 clusters
  Score: Raw -5129113.681283 + Penalty 5168.786817 = -5123944.894466
  nChanged 23
		SP:Iteration 82Q (5615.670000 sec): 3 clusters
  Score: Raw -5129118.997422 + Penalty 5168.786817 = -5123950.210605
  nChanged 21
		SP:Iteration 83Q (5615.760000 sec): 3 clusters
  Score: Raw -5129125.088508 + Penalty 5168.786817 = -5123956.301691
  nChanged 23
		SP:Iteration 84Q (5615.850000 sec): 3 clusters
  Score: Raw -5129131.481135 + Penalty 5168.786817 = -5123962.694319
  nChanged 25
		SP:Iteration 85Q (5615.940000 sec): 3 clusters
  Score: Raw -5129139.872721 + Penalty 5168.786817 = -5123971.085905
  nChanged 32
		SP:Iteration 86Q (5616.030000 sec): 3 clusters
  Score: Raw -5129148.743773 + Penalty 5168.786817 = -5123979.956956
  nChanged 19
		SP:Iteration 87Q (5616.120000 sec): 3 clusters
  Score: Raw -5129154.222996 + Penalty 5168.786817 = -5123985.436179
  nChanged 19
		SP:Iteration 88Q (5616.210000 sec): 3 clusters
  Score: Raw -5129158.960477 + Penalty 5168.786817 = -5123990.173661
  nChanged 15
		SP:Iteration 89Q (5616.300000 sec): 3 clusters
  Score: Raw -5129163.565020 + Penalty 5168.786817 = -5123994.778204
  nChanged 12
		SP:Iteration 90Q (5616.400000 sec): 3 clusters
  Score: Raw -5129167.745857 + Penalty 5168.786817 = -5123998.959040
  nChanged 14
		SP:Iteration 91Q (5616.480000 sec): 3 clusters
  Score: Raw -5129172.563398 + Penalty 5168.786817 = -5124003.776581
  nChanged 9
		SP:Iteration 92Q (5616.580000 sec): 3 clusters
  Score: Raw -5129174.633053 + Penalty 5168.786817 = -5124005.846236
  nChanged 6
		SP:Iteration 93Q (5616.660000 sec): 3 clusters
  Score: Raw -5129176.150507 + Penalty 5168.786817 = -5124007.363690
  nChanged 7
		SP:Iteration 94Q (5616.760000 sec): 3 clusters
  Score: Raw -5129177.394184 + Penalty 5168.786817 = -5124008.607367
  nChanged 5
		SP:Iteration 95Q (5616.840000 sec): 3 clusters
  Score: Raw -5129178.366276 + Penalty 5168.786817 = -5124009.579459
  nChanged 5
		SP:Iteration 96Q (5616.940000 sec): 3 clusters
  Score: Raw -5129179.841483 + Penalty 5168.786817 = -5124011.054666
  nChanged 7
		SP:Iteration 97Q (5617.030000 sec): 3 clusters
  Score: Raw -5129181.426553 + Penalty 5168.786817 = -5124012.639736
  nChanged 11
		SP:Iteration 98Q (5617.120000 sec): 3 clusters
  Score: Raw -5129185.938488 + Penalty 5168.786817 = -5124017.151671
  nChanged 9
		SP:Iteration 99Q (5617.210000 sec): 3 clusters
  Score: Raw -5129188.778366 + Penalty 5168.786817 = -5124019.991549
  nChanged 2
		SP:Iteration 100F (5617.330000 sec): 3 clusters
  Score: Raw -5129189.311006 + Penalty 5168.786817 = -5124020.524189
  nChanged 1
		SP:Iteration 101Q (5617.420000 sec): 3 clusters
  Score: Raw -5129189.699534 + Penalty 5168.786817 = -5124020.912717
  nChanged 1
		SP:Iteration 102Q (5617.510000 sec): 3 clusters
  Score: Raw -5129189.890010 + Penalty 5168.786817 = -5124021.103193
  nChanged 2
		SP:Iteration 103Q (5617.600000 sec): 3 clusters
  Score: Raw -5129190.243754 + Penalty 5168.786817 = -5124021.456938
  nChanged 4
		SP:Iteration 104Q (5617.690000 sec): 3 clusters
  Score: Raw -5129191.118388 + Penalty 5168.786817 = -5124022.331571
  nChanged 4
		SP:Iteration 105Q (5617.780000 sec): 3 clusters
  Score: Raw -5129192.444066 + Penalty 5168.786817 = -5124023.657249
  nChanged 2
		SP:Iteration 106Q (5617.870000 sec): 3 clusters
  Score: Raw -5129192.905006 + Penalty 5168.786817 = -5124024.118189
  nChanged 1
		SP:Iteration 107Q (5617.960000 sec): 3 clusters
  Score: Raw -5129193.003048 + Penalty 5168.786817 = -5124024.216232
  nChanged 0
		SP:Iteration 108F (5618.080000 sec): 3 clusters
  Score: Raw -5129193.003048 + Penalty 5168.786817 = -5124024.216232
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.100000 sec): 2 clusters
  Score: Raw -138455.464072 + Penalty 1727.105632 = -136728.358440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.100000 sec): 3 clusters
  Score: Raw -138228.729508 + Penalty 3454.211264 = -134774.518245
  nChanged 291
		SP:Iteration 1F (5618.110000 sec): 3 clusters
  Score: Raw -138607.499087 + Penalty 3454.211264 = -135153.287824
  nChanged 70
		SP:Iteration 2F (5618.110000 sec): 3 clusters
  Score: Raw -138712.302368 + Penalty 3454.211264 = -135258.091104
  nChanged 37
		SP:Iteration 3Q (5618.120000 sec): 3 clusters
  Score: Raw -138764.588917 + Penalty 3454.211264 = -135310.377653
  nChanged 23
		SP:Iteration 4Q (5618.120000 sec): 3 clusters
  Score: Raw -138798.370495 + Penalty 3454.211264 = -135344.159232
  nChanged 14
		SP:Iteration 5Q (5618.120000 sec): 3 clusters
  Score: Raw -138816.957664 + Penalty 3454.211264 = -135362.746400
  nChanged 11
		SP:Iteration 6Q (5618.130000 sec): 3 clusters
  Score: Raw -138832.759707 + Penalty 3454.211264 = -135378.548443
  nChanged 16
		SP:Iteration 7Q (5618.130000 sec): 3 clusters
  Score: Raw -138855.144155 + Penalty 3454.211264 = -135400.932891
  nChanged 6
		SP:Iteration 8Q (5618.130000 sec): 3 clusters
  Score: Raw -138860.524383 + Penalty 3454.211264 = -135406.313119
  nChanged 1
		SP:Iteration 9Q (5618.140000 sec): 3 clusters
  Score: Raw -138863.130751 + Penalty 3454.211264 = -135408.919487
  nChanged 0
		SP:Iteration 10F (5618.140000 sec): 3 clusters
  Score: Raw -138863.130751 + Penalty 3454.211264 = -135408.919487
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.140000 sec): 2 clusters
  Score: Raw -31449.905486 + Penalty 1353.977208 = -30095.928279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.140000 sec): 3 clusters
  Score: Raw -31648.387104 + Penalty 2707.954415 = -28940.432689
  nChanged 17
		SP:Iteration 1F (5618.150000 sec): 3 clusters
  Score: Raw -31700.623306 + Penalty 2707.954415 = -28992.668891
  nChanged 5
		SP:Iteration 2Q (5618.150000 sec): 3 clusters
  Score: Raw -31717.503141 + Penalty 2707.954415 = -29009.548726
  nChanged 3
		SP:Iteration 3Q (5618.150000 sec): 3 clusters
  Score: Raw -31732.688885 + Penalty 2707.954415 = -29024.734470
  nChanged 2
		SP:Iteration 4Q (5618.150000 sec): 3 clusters
  Score: Raw -31739.944130 + Penalty 2707.954415 = -29031.989715
  nChanged 2
		SP:Iteration 5Q (5618.150000 sec): 3 clusters
  Score: Raw -31748.907977 + Penalty 2707.954415 = -29040.953562
  nChanged 4
		SP:Iteration 6Q (5618.150000 sec): 3 clusters
  Score: Raw -31756.654549 + Penalty 2707.954415 = -29048.700134
  nChanged 2
		SP:Iteration 7Q (5618.150000 sec): 3 clusters
  Score: Raw -31761.174084 + Penalty 2707.954415 = -29053.219669
  nChanged 0
		SP:Iteration 8F (5618.150000 sec): 3 clusters
  Score: Raw -31761.174084 + Penalty 2707.954415 = -29053.219669
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (1029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.160000 sec): 2 clusters
  Score: Raw -130575.113848 + Penalty 1720.212998 = -128854.900849
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.160000 sec): 3 clusters
  Score: Raw -130529.027842 + Penalty 3440.425997 = -127088.601845
  nChanged 291
		SP:Iteration 1F (5618.160000 sec): 3 clusters
  Score: Raw -131526.262491 + Penalty 3440.425997 = -128085.836494
  nChanged 114
		SP:Iteration 2F (5618.170000 sec): 3 clusters
  Score: Raw -131883.587331 + Penalty 3440.425997 = -128443.161334
  nChanged 58
		SP:Iteration 3F (5618.170000 sec): 3 clusters
  Score: Raw -132083.801309 + Penalty 3440.425997 = -128643.375312
  nChanged 33
		SP:Iteration 4Q (5618.180000 sec): 3 clusters
  Score: Raw -132171.254782 + Penalty 3440.425997 = -128730.828785
  nChanged 14
		SP:Iteration 5Q (5618.180000 sec): 3 clusters
  Score: Raw -132192.347106 + Penalty 3440.425997 = -128751.921109
  nChanged 13
		SP:Iteration 6Q (5618.180000 sec): 3 clusters
  Score: Raw -132213.102317 + Penalty 3440.425997 = -128772.676320
  nChanged 8
		SP:Iteration 7Q (5618.180000 sec): 3 clusters
  Score: Raw -132223.329378 + Penalty 3440.425997 = -128782.903382
  nChanged 3
		SP:Iteration 8Q (5618.190000 sec): 3 clusters
  Score: Raw -132228.293020 + Penalty 3440.425997 = -128787.867023
  nChanged 5
		SP:Iteration 9Q (5618.190000 sec): 3 clusters
  Score: Raw -132234.678257 + Penalty 3440.425997 = -128794.252260
  nChanged 7
		SP:Iteration 10Q (5618.200000 sec): 3 clusters
  Score: Raw -132243.688455 + Penalty 3440.425997 = -128803.262458
  nChanged 3
		SP:Iteration 11Q (5618.200000 sec): 3 clusters
  Score: Raw -132247.457214 + Penalty 3440.425997 = -128807.031217
  nChanged 4
		SP:Iteration 12Q (5618.200000 sec): 3 clusters
  Score: Raw -132253.042809 + Penalty 3440.425997 = -128812.616812
  nChanged 5
		SP:Iteration 13Q (5618.200000 sec): 3 clusters
  Score: Raw -132260.985275 + Penalty 3440.425997 = -128820.559278
  nChanged 6
		SP:Iteration 14Q (5618.210000 sec): 3 clusters
  Score: Raw -132275.012533 + Penalty 3440.425997 = -128834.586536
  nChanged 12
		SP:Iteration 15Q (5618.210000 sec): 3 clusters
  Score: Raw -132309.594793 + Penalty 3440.425997 = -128869.168796
  nChanged 11
		SP:Iteration 16Q (5618.220000 sec): 3 clusters
  Score: Raw -132335.359118 + Penalty 3440.425997 = -128894.933121
  nChanged 9
		SP:Iteration 17Q (5618.220000 sec): 3 clusters
  Score: Raw -132360.556407 + Penalty 3440.425997 = -128920.130410
  nChanged 8
		SP:Iteration 18Q (5618.220000 sec): 3 clusters
  Score: Raw -132371.182125 + Penalty 3440.425997 = -128930.756128
  nChanged 5
		SP:Iteration 19Q (5618.220000 sec): 3 clusters
  Score: Raw -132388.924237 + Penalty 3440.425997 = -128948.498240
  nChanged 4
		SP:Iteration 20F (5618.230000 sec): 3 clusters
  Score: Raw -132393.633702 + Penalty 3440.425997 = -128953.207705
  nChanged 2
		SP:Iteration 21Q (5618.230000 sec): 3 clusters
  Score: Raw -132395.368425 + Penalty 3440.425997 = -128954.942428
  nChanged 1
		SP:Iteration 22Q (5618.230000 sec): 3 clusters
  Score: Raw -132398.375607 + Penalty 3440.425997 = -128957.949610
  nChanged 3
		SP:Iteration 23Q (5618.240000 sec): 3 clusters
  Score: Raw -132401.956179 + Penalty 3440.425997 = -128961.530182
  nChanged 2
		SP:Iteration 24Q (5618.240000 sec): 3 clusters
  Score: Raw -132403.883102 + Penalty 3440.425997 = -128963.457105
  nChanged 0
		SP:Iteration 25F (5618.240000 sec): 3 clusters
  Score: Raw -132403.883102 + Penalty 3440.425997 = -128963.457105
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 37.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.250000 sec): 2 clusters
  Score: Raw -42097.806542 + Penalty 1496.799395 = -40601.007147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.250000 sec): 3 clusters
  Score: Raw -42471.434218 + Penalty 2993.598791 = -39477.835428
  nChanged 112
		SP:Iteration 1F (5618.250000 sec): 3 clusters
  Score: Raw -43314.257194 + Penalty 2993.598791 = -40320.658403
  nChanged 48
		SP:Iteration 2F (5618.260000 sec): 3 clusters
  Score: Raw -44073.072350 + Penalty 2993.598791 = -41079.473559
  nChanged 23
		SP:Iteration 3F (5618.260000 sec): 3 clusters
  Score: Raw -44477.779339 + Penalty 2993.598791 = -41484.180549
  nChanged 21
		SP:Iteration 4F (5618.260000 sec): 3 clusters
  Score: Raw -44983.647670 + Penalty 2993.598791 = -41990.048880
  nChanged 11
		SP:Iteration 5Q (5618.260000 sec): 3 clusters
  Score: Raw -45347.020993 + Penalty 2993.598791 = -42353.422203
  nChanged 2
		SP:Iteration 6Q (5618.260000 sec): 3 clusters
  Score: Raw -45386.111148 + Penalty 2993.598791 = -42392.512357
  nChanged 1
		SP:Iteration 7Q (5618.260000 sec): 3 clusters
  Score: Raw -45397.959542 + Penalty 2993.598791 = -42404.360751
  nChanged 1
		SP:Iteration 8Q (5618.260000 sec): 3 clusters
  Score: Raw -45439.469466 + Penalty 2993.598791 = -42445.870675
  nChanged 0
		SP:Iteration 9F (5618.260000 sec): 3 clusters
  Score: Raw -45439.469466 + Penalty 2993.598791 = -42445.870675
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 38.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.270000 sec): 2 clusters
  Score: Raw -35366.831667 + Penalty 1421.064746 = -33945.766920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.270000 sec): 3 clusters
  Score: Raw -35680.947370 + Penalty 2842.129492 = -32838.817878
  nChanged 55
		SP:Iteration 1F (5618.270000 sec): 3 clusters
  Score: Raw -36052.147418 + Penalty 2842.129492 = -33210.017926
  nChanged 19
		SP:Iteration 2F (5618.270000 sec): 3 clusters
  Score: Raw -36256.831414 + Penalty 2842.129492 = -33414.701922
  nChanged 10
		SP:Iteration 3Q (5618.280000 sec): 3 clusters
  Score: Raw -36384.292515 + Penalty 2842.129492 = -33542.163023
  nChanged 9
		SP:Iteration 4Q (5618.280000 sec): 3 clusters
  Score: Raw -36460.663984 + Penalty 2842.129492 = -33618.534492
  nChanged 8
		SP:Iteration 5Q (5618.280000 sec): 3 clusters
  Score: Raw -36595.902641 + Penalty 2842.129492 = -33753.773149
  nChanged 7
		SP:Iteration 6Q (5618.280000 sec): 3 clusters
  Score: Raw -36813.133023 + Penalty 2842.129492 = -33971.003531
  nChanged 5
		SP:Iteration 7Q (5618.280000 sec): 3 clusters
  Score: Raw -36827.633584 + Penalty 2842.129492 = -33985.504091
  nChanged 3
		SP:Iteration 8Q (5618.280000 sec): 3 clusters
  Score: Raw -36834.997096 + Penalty 2842.129492 = -33992.867603
  nChanged 4
		SP:Iteration 9Q (5618.280000 sec): 3 clusters
  Score: Raw -36849.431521 + Penalty 2842.129492 = -34007.302029
  nChanged 3
		SP:Iteration 10Q (5618.280000 sec): 3 clusters
  Score: Raw -36856.283194 + Penalty 2842.129492 = -34014.153701
  nChanged 2
		SP:Iteration 11Q (5618.280000 sec): 3 clusters
  Score: Raw -36864.674116 + Penalty 2842.129492 = -34022.544624
  nChanged 3
		SP:Iteration 12Q (5618.280000 sec): 3 clusters
  Score: Raw -36877.630413 + Penalty 2842.129492 = -34035.500920
  nChanged 3
		SP:Iteration 13Q (5618.280000 sec): 3 clusters
  Score: Raw -36893.476041 + Penalty 2842.129492 = -34051.346549
  nChanged 3
		SP:Iteration 14Q (5618.280000 sec): 3 clusters
  Score: Raw -36917.493352 + Penalty 2842.129492 = -34075.363860
  nChanged 1
		SP:Iteration 15Q (5618.280000 sec): 3 clusters
  Score: Raw -36922.654848 + Penalty 2842.129492 = -34080.525356
  nChanged 2
		SP:Iteration 16Q (5618.290000 sec): 3 clusters
  Score: Raw -36931.047958 + Penalty 2842.129492 = -34088.918466
  nChanged 3
		SP:Iteration 17Q (5618.290000 sec): 3 clusters
  Score: Raw -36942.633326 + Penalty 2842.129492 = -34100.503833
  nChanged 3
		SP:Iteration 18Q (5618.290000 sec): 3 clusters
  Score: Raw -36958.402883 + Penalty 2842.129492 = -34116.273390
  nChanged 3
		SP:Iteration 19Q (5618.290000 sec): 3 clusters
  Score: Raw -36983.016072 + Penalty 2842.129492 = -34140.886580
  nChanged 3
		SP:Iteration 20F (5618.290000 sec): 3 clusters
  Score: Raw -37005.112758 + Penalty 2842.129492 = -34162.983266
  nChanged 4
		SP:Iteration 21Q (5618.290000 sec): 3 clusters
  Score: Raw -37034.984735 + Penalty 2842.129492 = -34192.855242
  nChanged 4
		SP:Iteration 22Q (5618.290000 sec): 3 clusters
  Score: Raw -37074.571330 + Penalty 2842.129492 = -34232.441838
  nChanged 1
		SP:Iteration 23Q (5618.290000 sec): 3 clusters
  Score: Raw -37077.862013 + Penalty 2842.129492 = -34235.732521
  nChanged 0
		SP:Iteration 24F (5618.300000 sec): 3 clusters
  Score: Raw -37077.862013 + Penalty 2842.129492 = -34235.732521
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 39.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.300000 sec): 2 clusters
  Score: Raw -29539.068708 + Penalty 1335.354776 = -28203.713932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.300000 sec): 3 clusters
  Score: Raw -29757.630234 + Penalty 2670.709551 = -27086.920683
  nChanged 18
		SP:Iteration 1F (5618.300000 sec): 3 clusters
  Score: Raw -29843.023979 + Penalty 2670.709551 = -27172.314428
  nChanged 7
		SP:Iteration 2Q (5618.300000 sec): 3 clusters
  Score: Raw -29884.453039 + Penalty 2670.709551 = -27213.743488
  nChanged 2
		SP:Iteration 3Q (5618.300000 sec): 3 clusters
  Score: Raw -29893.609922 + Penalty 2670.709551 = -27222.900371
  nChanged 0
		SP:Iteration 4F (5618.300000 sec): 3 clusters
  Score: Raw -29893.609922 + Penalty 2670.709551 = -27222.900371
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.310000 sec): 2 clusters
  Score: Raw -121029.188219 + Penalty 1690.550498 = -119338.637721
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.310000 sec): 3 clusters
  Score: Raw -120938.099758 + Penalty 3381.100997 = -117556.998761
  nChanged 242
		SP:Iteration 1F (5618.320000 sec): 3 clusters
  Score: Raw -121397.996291 + Penalty 3381.100997 = -118016.895294
  nChanged 96
		SP:Iteration 2F (5618.320000 sec): 3 clusters
  Score: Raw -121739.422631 + Penalty 3381.100997 = -118358.321634
  nChanged 66
		SP:Iteration 3F (5618.320000 sec): 3 clusters
  Score: Raw -121950.271960 + Penalty 3381.100997 = -118569.170963
  nChanged 51
		SP:Iteration 4F (5618.330000 sec): 3 clusters
  Score: Raw -122169.805665 + Penalty 3381.100997 = -118788.704668
  nChanged 42
		SP:Iteration 5Q (5618.330000 sec): 3 clusters
  Score: Raw -122365.359410 + Penalty 3381.100997 = -118984.258413
  nChanged 46
		SP:Iteration 6F (5618.330000 sec): 3 clusters
  Score: Raw -122530.989030 + Penalty 3381.100997 = -119149.888033
  nChanged 34
		SP:Iteration 7Q (5618.340000 sec): 3 clusters
  Score: Raw -122659.962048 + Penalty 3381.100997 = -119278.861051
  nChanged 21
		SP:Iteration 8Q (5618.340000 sec): 3 clusters
  Score: Raw -122701.091474 + Penalty 3381.100997 = -119319.990477
  nChanged 13
		SP:Iteration 9Q (5618.340000 sec): 3 clusters
  Score: Raw -122726.888729 + Penalty 3381.100997 = -119345.787732
  nChanged 8
		SP:Iteration 10Q (5618.340000 sec): 3 clusters
  Score: Raw -122737.068853 + Penalty 3381.100997 = -119355.967856
  nChanged 6
		SP:Iteration 11Q (5618.340000 sec): 3 clusters
  Score: Raw -122745.660673 + Penalty 3381.100997 = -119364.559676
  nChanged 2
		SP:Iteration 12Q (5618.350000 sec): 3 clusters
  Score: Raw -122751.152334 + Penalty 3381.100997 = -119370.051337
  nChanged 3
		SP:Iteration 13Q (5618.350000 sec): 3 clusters
  Score: Raw -122755.168595 + Penalty 3381.100997 = -119374.067599
  nChanged 0
		SP:Iteration 14F (5618.360000 sec): 3 clusters
  Score: Raw -122755.168595 + Penalty 3381.100997 = -119374.067599
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 40.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (295 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5618.360000 sec): 2 clusters
  Score: Raw -22968.678499 + Penalty 1410.369888 = -21558.308610
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5618.360000 sec): 3 clusters
  Score: Raw -23323.185340 + Penalty 2820.739777 = -20502.445563
  nChanged 74
		SP:Iteration 1F (5618.360000 sec): 3 clusters
  Score: Raw -23708.502466 + Penalty 2820.739777 = -20887.762689
  nChanged 21
		SP:Iteration 2F (5618.360000 sec): 3 clusters
  Score: Raw -23864.668871 + Penalty 2820.739777 = -21043.929094
  nChanged 10
		SP:Iteration 3Q (5618.360000 sec): 3 clusters
  Score: Raw -23931.292702 + Penalty 2820.739777 = -21110.552925
  nChanged 10
		SP:Iteration 4Q (5618.360000 sec): 3 clusters
  Score: Raw -24068.465108 + Penalty 2820.739777 = -21247.725331
  nChanged 4
		SP:Iteration 5Q (5618.370000 sec): 3 clusters
  Score: Raw -24154.548560 + Penalty 2820.739777 = -21333.808783
  nChanged 4
		SP:Iteration 6Q (5618.370000 sec): 3 clusters
  Score: Raw -24166.552819 + Penalty 2820.739777 = -21345.813042
  nChanged 0
		SP:Iteration 7F (5618.370000 sec): 3 clusters
  Score: Raw -24166.552819 + Penalty 2820.739777 = -21345.813042
  nChanged 0
Deleting Class 39 (100 points): Lose 2910.825351 but Gain 3374.686117
Iteration 139Q (5629.300000 sec): 40 clusters
  Score: Raw -117634174.605018 + Penalty 131612.758575 = -117502561.846443
  nChanged 200
Iteration 140F (5671.560000 sec): 40 clusters
  Score: Raw -117636839.511470 + Penalty 131612.758575 = -117505226.752896
  nChanged 136
Iteration 141Q (5682.180000 sec): 40 clusters
  Score: Raw -117638027.944106 + Penalty 131612.758575 = -117506415.185532
  nChanged 109
Iteration 142Q (5692.890000 sec): 40 clusters
  Score: Raw -117638352.890949 + Penalty 131612.758575 = -117506740.132374
  nChanged 82
Iteration 143Q (5703.610000 sec): 40 clusters
  Score: Raw -117638570.855176 + Penalty 131612.758575 = -117506958.096601
  nChanged 56
Iteration 144Q (5714.330000 sec): 40 clusters
  Score: Raw -117638651.134813 + Penalty 131612.758575 = -117507038.376238
  nChanged 44
Iteration 145Q (5725.060000 sec): 40 clusters
  Score: Raw -117638662.588327 + Penalty 131612.758575 = -117507049.829752
  nChanged 50
Iteration 146Q (5735.780000 sec): 40 clusters
  Score: Raw -117638691.612082 + Penalty 131612.758575 = -117507078.853508
  nChanged 44
Iteration 147Q (5746.500000 sec): 40 clusters
  Score: Raw -117638812.279953 + Penalty 131612.758575 = -117507199.521379
  nChanged 46
Iteration 148Q (5757.220000 sec): 40 clusters
  Score: Raw -117639167.428547 + Penalty 131612.758575 = -117507554.669972
  nChanged 62
Iteration 149Q (5767.910000 sec): 40 clusters
  Score: Raw -117639648.518187 + Penalty 131612.758575 = -117508035.759612
  nChanged 93
Iteration 150Q (5778.610000 sec): 40 clusters
  Score: Raw -117639992.995996 + Penalty 131612.758575 = -117508380.237421
  nChanged 81
Iteration 151Q (5789.330000 sec): 40 clusters
  Score: Raw -117640136.263102 + Penalty 131612.758575 = -117508523.504527
  nChanged 37
Iteration 152Q (5800.090000 sec): 40 clusters
  Score: Raw -117640202.203347 + Penalty 131612.758575 = -117508589.444772
  nChanged 33
Iteration 153Q (5810.850000 sec): 40 clusters
  Score: Raw -117640215.002370 + Penalty 131612.758575 = -117508602.243795
  nChanged 20
Iteration 154Q (5821.610000 sec): 40 clusters
  Score: Raw -117640220.864948 + Penalty 131612.758575 = -117508608.106373
  nChanged 17
Iteration 155Q (5832.360000 sec): 40 clusters
  Score: Raw -117640223.380196 + Penalty 131612.758575 = -117508610.621621
  nChanged 11
Iteration 156Q (5843.100000 sec): 40 clusters
  Score: Raw -117640223.786047 + Penalty 131612.758575 = -117508611.027472
  nChanged 10
Iteration 157Q (5853.860000 sec): 40 clusters
  Score: Raw -117640224.063796 + Penalty 131612.758575 = -117508611.305221
  nChanged 10
Iteration 158Q (5864.640000 sec): 40 clusters
  Score: Raw -117640224.337963 + Penalty 131612.758575 = -117508611.579388
  nChanged 6
Iteration 159Q (5875.420000 sec): 40 clusters
  Score: Raw -117640224.479875 + Penalty 131612.758575 = -117508611.721301
  nChanged 3
Iteration 160F (5917.730000 sec): 40 clusters
  Score: Raw -117640514.316777 + Penalty 131612.758575 = -117508901.558203
  nChanged 74
Iteration 161Q (5928.530000 sec): 40 clusters
  Score: Raw -117640749.441349 + Penalty 131612.758575 = -117509136.682775
  nChanged 85
Iteration 162Q (5939.250000 sec): 40 clusters
  Score: Raw -117640866.934566 + Penalty 131612.758575 = -117509254.175991
  nChanged 62
Iteration 163Q (5949.980000 sec): 40 clusters
  Score: Raw -117640921.748344 + Penalty 131612.758575 = -117509308.989769
  nChanged 74
Iteration 164Q (5960.760000 sec): 40 clusters
  Score: Raw -117640943.146004 + Penalty 131612.758575 = -117509330.387429
  nChanged 62
Iteration 165Q (5971.570000 sec): 40 clusters
  Score: Raw -117640963.495135 + Penalty 131612.758575 = -117509350.736560
  nChanged 59
Iteration 166Q (5982.320000 sec): 40 clusters
  Score: Raw -117640966.816524 + Penalty 131612.758575 = -117509354.057949
  nChanged 59
Iteration 167Q (5993.050000 sec): 40 clusters
  Score: Raw -117640968.491235 + Penalty 131612.758575 = -117509355.732661
  nChanged 59
Iteration 168Q (6003.780000 sec): 40 clusters
  Score: Raw -117640969.821096 + Penalty 131612.758575 = -117509357.062521
  nChanged 49
Iteration 169Q (6014.520000 sec): 40 clusters
  Score: Raw -117640971.404943 + Penalty 131612.758575 = -117509358.646368
  nChanged 41
Iteration 170Q (6025.260000 sec): 40 clusters
  Score: Raw -117640972.539765 + Penalty 131612.758575 = -117509359.781190
  nChanged 37
Iteration 171Q (6036.010000 sec): 40 clusters
  Score: Raw -117640973.283781 + Penalty 131612.758575 = -117509360.525207
  nChanged 29
Iteration 172Q (6046.740000 sec): 40 clusters
  Score: Raw -117640973.823509 + Penalty 131612.758575 = -117509361.064934
  nChanged 24
Iteration 173Q (6057.490000 sec): 40 clusters
  Score: Raw -117640974.263961 + Penalty 131612.758575 = -117509361.505387
  nChanged 16
Iteration 174Q (6068.120000 sec): 40 clusters
  Score: Raw -117640974.482271 + Penalty 131612.758575 = -117509361.723697
  nChanged 7
Iteration 175Q (6078.840000 sec): 40 clusters
  Score: Raw -117640974.614666 + Penalty 131612.758575 = -117509361.856092
  nChanged 8
Iteration 176Q (6089.600000 sec): 40 clusters
  Score: Raw -117640974.772350 + Penalty 131612.758575 = -117509362.013776
  nChanged 11
Iteration 177Q (6100.270000 sec): 40 clusters
  Score: Raw -117640974.987046 + Penalty 131612.758575 = -117509362.228471
  nChanged 9
Iteration 178Q (6110.600000 sec): 40 clusters
  Score: Raw -117640975.151769 + Penalty 131612.758575 = -117509362.393195
  nChanged 11
Writing temp clu file 
Because OldScore, -117509362.228471, is greater than current (better) Score,-117509362.393195 
 Compute initial score before splitting:   Score: Raw -117640975.151769 + Penalty 131612.758575 = -117509362.393195
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6110.760000 sec): 2 clusters
  Score: Raw -1047910.549080 + Penalty 2200.793686 = -1045709.755393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6110.790000 sec): 3 clusters
  Score: Raw -1044260.896839 + Penalty 4401.587373 = -1039859.309466
  nChanged 2834
		SP:Iteration 1F (6110.810000 sec): 3 clusters
  Score: Raw -1045749.114167 + Penalty 4401.587373 = -1041347.526795
  nChanged 449
		SP:Iteration 2F (6110.830000 sec): 3 clusters
  Score: Raw -1045943.613135 + Penalty 4401.587373 = -1041542.025762
  nChanged 324
		SP:Iteration 3Q (6110.860000 sec): 3 clusters
  Score: Raw -1046082.108963 + Penalty 4401.587373 = -1041680.521590
  nChanged 236
		SP:Iteration 4Q (6110.890000 sec): 3 clusters
  Score: Raw -1046191.673146 + Penalty 4401.587373 = -1041790.085773
  nChanged 225
		SP:Iteration 5Q (6110.910000 sec): 3 clusters
  Score: Raw -1046301.534739 + Penalty 4401.587373 = -1041899.947367
  nChanged 206
		SP:Iteration 6Q (6110.940000 sec): 3 clusters
  Score: Raw -1046393.492067 + Penalty 4401.587373 = -1041991.904694
  nChanged 201
		SP:Iteration 7Q (6110.970000 sec): 3 clusters
  Score: Raw -1046484.900325 + Penalty 4401.587373 = -1042083.312952
  nChanged 189
		SP:Iteration 8Q (6110.990000 sec): 3 clusters
  Score: Raw -1046566.843985 + Penalty 4401.587373 = -1042165.256612
  nChanged 173
		SP:Iteration 9Q (6111.010000 sec): 3 clusters
  Score: Raw -1046639.756228 + Penalty 4401.587373 = -1042238.168855
  nChanged 183
		SP:Iteration 10Q (6111.040000 sec): 3 clusters
  Score: Raw -1046720.900672 + Penalty 4401.587373 = -1042319.313299
  nChanged 180
		SP:Iteration 11Q (6111.070000 sec): 3 clusters
  Score: Raw -1046809.091865 + Penalty 4401.587373 = -1042407.504492
  nChanged 191
		SP:Iteration 12Q (6111.090000 sec): 3 clusters
  Score: Raw -1046908.411966 + Penalty 4401.587373 = -1042506.824593
  nChanged 219
		SP:Iteration 13Q (6111.120000 sec): 3 clusters
  Score: Raw -1047032.316364 + Penalty 4401.587373 = -1042630.728991
  nChanged 236
		SP:Iteration 14Q (6111.140000 sec): 3 clusters
  Score: Raw -1047184.321618 + Penalty 4401.587373 = -1042782.734245
  nChanged 249
		SP:Iteration 15Q (6111.170000 sec): 3 clusters
  Score: Raw -1047357.570125 + Penalty 4401.587373 = -1042955.982752
  nChanged 240
		SP:Iteration 16Q (6111.190000 sec): 3 clusters
  Score: Raw -1047533.308350 + Penalty 4401.587373 = -1043131.720978
  nChanged 196
		SP:Iteration 17Q (6111.220000 sec): 3 clusters
  Score: Raw -1047666.135842 + Penalty 4401.587373 = -1043264.548469
  nChanged 171
		SP:Iteration 18Q (6111.240000 sec): 3 clusters
  Score: Raw -1047797.896167 + Penalty 4401.587373 = -1043396.308794
  nChanged 164
		SP:Iteration 19Q (6111.270000 sec): 3 clusters
  Score: Raw -1047930.253170 + Penalty 4401.587373 = -1043528.665797
  nChanged 117
		SP:Iteration 20F (6111.290000 sec): 3 clusters
  Score: Raw -1048010.810912 + Penalty 4401.587373 = -1043609.223539
  nChanged 61
		SP:Iteration 21Q (6111.310000 sec): 3 clusters
  Score: Raw -1048052.325687 + Penalty 4401.587373 = -1043650.738314
  nChanged 46
		SP:Iteration 22Q (6111.340000 sec): 3 clusters
  Score: Raw -1048087.927918 + Penalty 4401.587373 = -1043686.340545
  nChanged 28
		SP:Iteration 23Q (6111.360000 sec): 3 clusters
  Score: Raw -1048109.696045 + Penalty 4401.587373 = -1043708.108673
  nChanged 16
		SP:Iteration 24Q (6111.380000 sec): 3 clusters
  Score: Raw -1048124.999400 + Penalty 4401.587373 = -1043723.412027
  nChanged 8
		SP:Iteration 25Q (6111.400000 sec): 3 clusters
  Score: Raw -1048132.880117 + Penalty 4401.587373 = -1043731.292744
  nChanged 10
		SP:Iteration 26Q (6111.430000 sec): 3 clusters
  Score: Raw -1048142.012573 + Penalty 4401.587373 = -1043740.425200
  nChanged 14
		SP:Iteration 27Q (6111.450000 sec): 3 clusters
  Score: Raw -1048154.105927 + Penalty 4401.587373 = -1043752.518554
  nChanged 8
		SP:Iteration 28Q (6111.470000 sec): 3 clusters
  Score: Raw -1048160.065251 + Penalty 4401.587373 = -1043758.477878
  nChanged 5
		SP:Iteration 29Q (6111.490000 sec): 3 clusters
  Score: Raw -1048166.225614 + Penalty 4401.587373 = -1043764.638241
  nChanged 9
		SP:Iteration 30Q (6111.510000 sec): 3 clusters
  Score: Raw -1048174.868745 + Penalty 4401.587373 = -1043773.281372
  nChanged 6
		SP:Iteration 31Q (6111.530000 sec): 3 clusters
  Score: Raw -1048182.531340 + Penalty 4401.587373 = -1043780.943967
  nChanged 7
		SP:Iteration 32Q (6111.550000 sec): 3 clusters
  Score: Raw -1048191.641953 + Penalty 4401.587373 = -1043790.054580
  nChanged 5
		SP:Iteration 33Q (6111.580000 sec): 3 clusters
  Score: Raw -1048195.053316 + Penalty 4401.587373 = -1043793.465943
  nChanged 0
		SP:Iteration 34F (6111.600000 sec): 3 clusters
  Score: Raw -1048195.053316 + Penalty 4401.587373 = -1043793.465943
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7326 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6111.630000 sec): 2 clusters
  Score: Raw -1058531.145520 + Penalty 2206.997866 = -1056324.147654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6111.650000 sec): 3 clusters
  Score: Raw -1054773.204842 + Penalty 4413.995732 = -1050359.209110
  nChanged 2946
		SP:Iteration 1F (6111.680000 sec): 3 clusters
  Score: Raw -1056384.240155 + Penalty 4413.995732 = -1051970.244423
  nChanged 498
		SP:Iteration 2F (6111.710000 sec): 3 clusters
  Score: Raw -1056625.434214 + Penalty 4413.995732 = -1052211.438482
  nChanged 348
		SP:Iteration 3Q (6111.730000 sec): 3 clusters
  Score: Raw -1056778.945193 + Penalty 4413.995732 = -1052364.949461
  nChanged 278
		SP:Iteration 4Q (6111.760000 sec): 3 clusters
  Score: Raw -1056894.641936 + Penalty 4413.995732 = -1052480.646204
  nChanged 207
		SP:Iteration 5Q (6111.790000 sec): 3 clusters
  Score: Raw -1056971.797156 + Penalty 4413.995732 = -1052557.801424
  nChanged 165
		SP:Iteration 6Q (6111.810000 sec): 3 clusters
  Score: Raw -1057033.594197 + Penalty 4413.995732 = -1052619.598465
  nChanged 142
		SP:Iteration 7Q (6111.840000 sec): 3 clusters
  Score: Raw -1057088.873319 + Penalty 4413.995732 = -1052674.877587
  nChanged 134
		SP:Iteration 8Q (6111.870000 sec): 3 clusters
  Score: Raw -1057149.398743 + Penalty 4413.995732 = -1052735.403011
  nChanged 164
		SP:Iteration 9Q (6111.890000 sec): 3 clusters
  Score: Raw -1057224.486543 + Penalty 4413.995732 = -1052810.490811
  nChanged 154
		SP:Iteration 10Q (6111.920000 sec): 3 clusters
  Score: Raw -1057308.050829 + Penalty 4413.995732 = -1052894.055097
  nChanged 184
		SP:Iteration 11Q (6111.950000 sec): 3 clusters
  Score: Raw -1057407.094419 + Penalty 4413.995732 = -1052993.098687
  nChanged 201
		SP:Iteration 12Q (6111.970000 sec): 3 clusters
  Score: Raw -1057518.425832 + Penalty 4413.995732 = -1053104.430100
  nChanged 210
		SP:Iteration 13Q (6112.000000 sec): 3 clusters
  Score: Raw -1057637.102064 + Penalty 4413.995732 = -1053223.106332
  nChanged 204
		SP:Iteration 14Q (6112.030000 sec): 3 clusters
  Score: Raw -1057760.319527 + Penalty 4413.995732 = -1053346.323795
  nChanged 203
		SP:Iteration 15Q (6112.050000 sec): 3 clusters
  Score: Raw -1057870.701905 + Penalty 4413.995732 = -1053456.706174
  nChanged 177
		SP:Iteration 16Q (6112.080000 sec): 3 clusters
  Score: Raw -1057973.756827 + Penalty 4413.995732 = -1053559.761096
  nChanged 192
		SP:Iteration 17Q (6112.110000 sec): 3 clusters
  Score: Raw -1058073.325771 + Penalty 4413.995732 = -1053659.330039
  nChanged 165
		SP:Iteration 18Q (6112.130000 sec): 3 clusters
  Score: Raw -1058153.426431 + Penalty 4413.995732 = -1053739.430699
  nChanged 143
		SP:Iteration 19Q (6112.160000 sec): 3 clusters
  Score: Raw -1058230.928645 + Penalty 4413.995732 = -1053816.932913
  nChanged 138
		SP:Iteration 20F (6112.180000 sec): 3 clusters
  Score: Raw -1058288.599590 + Penalty 4413.995732 = -1053874.603858
  nChanged 114
		SP:Iteration 21Q (6112.210000 sec): 3 clusters
  Score: Raw -1058342.690319 + Penalty 4413.995732 = -1053928.694587
  nChanged 102
		SP:Iteration 22Q (6112.230000 sec): 3 clusters
  Score: Raw -1058389.808635 + Penalty 4413.995732 = -1053975.812903
  nChanged 82
		SP:Iteration 23Q (6112.260000 sec): 3 clusters
  Score: Raw -1058423.274412 + Penalty 4413.995732 = -1054009.278680
  nChanged 64
		SP:Iteration 24Q (6112.290000 sec): 3 clusters
  Score: Raw -1058446.814374 + Penalty 4413.995732 = -1054032.818642
  nChanged 52
		SP:Iteration 25Q (6112.310000 sec): 3 clusters
  Score: Raw -1058464.167309 + Penalty 4413.995732 = -1054050.171577
  nChanged 40
		SP:Iteration 26Q (6112.330000 sec): 3 clusters
  Score: Raw -1058474.184977 + Penalty 4413.995732 = -1054060.189245
  nChanged 26
		SP:Iteration 27Q (6112.360000 sec): 3 clusters
  Score: Raw -1058481.488484 + Penalty 4413.995732 = -1054067.492752
  nChanged 33
		SP:Iteration 28Q (6112.390000 sec): 3 clusters
  Score: Raw -1058490.190543 + Penalty 4413.995732 = -1054076.194811
  nChanged 38
		SP:Iteration 29Q (6112.410000 sec): 3 clusters
  Score: Raw -1058502.430732 + Penalty 4413.995732 = -1054088.435000
  nChanged 36
		SP:Iteration 30Q (6112.430000 sec): 3 clusters
  Score: Raw -1058512.986625 + Penalty 4413.995732 = -1054098.990893
  nChanged 29
		SP:Iteration 31Q (6112.460000 sec): 3 clusters
  Score: Raw -1058520.981939 + Penalty 4413.995732 = -1054106.986207
  nChanged 31
		SP:Iteration 32Q (6112.490000 sec): 3 clusters
  Score: Raw -1058530.503282 + Penalty 4413.995732 = -1054116.507550
  nChanged 27
		SP:Iteration 33Q (6112.510000 sec): 3 clusters
  Score: Raw -1058537.326198 + Penalty 4413.995732 = -1054123.330466
  nChanged 16
		SP:Iteration 34Q (6112.530000 sec): 3 clusters
  Score: Raw -1058541.882916 + Penalty 4413.995732 = -1054127.887184
  nChanged 25
		SP:Iteration 35Q (6112.560000 sec): 3 clusters
  Score: Raw -1058549.860452 + Penalty 4413.995732 = -1054135.864720
  nChanged 27
		SP:Iteration 36Q (6112.580000 sec): 3 clusters
  Score: Raw -1058557.703893 + Penalty 4413.995732 = -1054143.708161
  nChanged 19
		SP:Iteration 37Q (6112.610000 sec): 3 clusters
  Score: Raw -1058562.579034 + Penalty 4413.995732 = -1054148.583303
  nChanged 13
		SP:Iteration 38Q (6112.630000 sec): 3 clusters
  Score: Raw -1058565.691632 + Penalty 4413.995732 = -1054151.695900
  nChanged 12
		SP:Iteration 39Q (6112.660000 sec): 3 clusters
  Score: Raw -1058568.651543 + Penalty 4413.995732 = -1054154.655811
  nChanged 12
		SP:Iteration 40F (6112.690000 sec): 3 clusters
  Score: Raw -1058570.831947 + Penalty 4413.995732 = -1054156.836216
  nChanged 12
		SP:Iteration 41Q (6112.710000 sec): 3 clusters
  Score: Raw -1058573.557041 + Penalty 4413.995732 = -1054159.561309
  nChanged 12
		SP:Iteration 42Q (6112.730000 sec): 3 clusters
  Score: Raw -1058575.806760 + Penalty 4413.995732 = -1054161.811028
  nChanged 7
		SP:Iteration 43Q (6112.760000 sec): 3 clusters
  Score: Raw -1058577.316291 + Penalty 4413.995732 = -1054163.320559
  nChanged 5
		SP:Iteration 44Q (6112.780000 sec): 3 clusters
  Score: Raw -1058578.682123 + Penalty 4413.995732 = -1054164.686391
  nChanged 4
		SP:Iteration 45Q (6112.810000 sec): 3 clusters
  Score: Raw -1058579.497528 + Penalty 4413.995732 = -1054165.501796
  nChanged 6
		SP:Iteration 46Q (6112.830000 sec): 3 clusters
  Score: Raw -1058580.603486 + Penalty 4413.995732 = -1054166.607754
  nChanged 5
		SP:Iteration 47Q (6112.860000 sec): 3 clusters
  Score: Raw -1058581.696578 + Penalty 4413.995732 = -1054167.700846
  nChanged 4
		SP:Iteration 48Q (6112.880000 sec): 3 clusters
  Score: Raw -1058582.263700 + Penalty 4413.995732 = -1054168.267968
  nChanged 5
		SP:Iteration 49Q (6112.910000 sec): 3 clusters
  Score: Raw -1058582.716939 + Penalty 4413.995732 = -1054168.721207
  nChanged 3
		SP:Iteration 50Q (6112.930000 sec): 3 clusters
  Score: Raw -1058583.401106 + Penalty 4413.995732 = -1054169.405374
  nChanged 3
		SP:Iteration 51Q (6112.960000 sec): 3 clusters
  Score: Raw -1058583.768401 + Penalty 4413.995732 = -1054169.772669
  nChanged 2
		SP:Iteration 52Q (6112.980000 sec): 3 clusters
  Score: Raw -1058584.748438 + Penalty 4413.995732 = -1054170.752706
  nChanged 2
		SP:Iteration 53Q (6113.010000 sec): 3 clusters
  Score: Raw -1058585.143695 + Penalty 4413.995732 = -1054171.147963
  nChanged 1
		SP:Iteration 54Q (6113.030000 sec): 3 clusters
  Score: Raw -1058585.292485 + Penalty 4413.995732 = -1054171.296753
  nChanged 1
		SP:Iteration 55Q (6113.050000 sec): 3 clusters
  Score: Raw -1058585.435745 + Penalty 4413.995732 = -1054171.440013
  nChanged 4
		SP:Iteration 56Q (6113.080000 sec): 3 clusters
  Score: Raw -1058586.443629 + Penalty 4413.995732 = -1054172.447897
  nChanged 3
		SP:Iteration 57Q (6113.110000 sec): 3 clusters
  Score: Raw -1058587.044807 + Penalty 4413.995732 = -1054173.049076
  nChanged 3
		SP:Iteration 58Q (6113.130000 sec): 3 clusters
  Score: Raw -1058587.648168 + Penalty 4413.995732 = -1054173.652437
  nChanged 4
		SP:Iteration 59Q (6113.150000 sec): 3 clusters
  Score: Raw -1058588.161569 + Penalty 4413.995732 = -1054174.165837
  nChanged 3
		SP:Iteration 60F (6113.180000 sec): 3 clusters
  Score: Raw -1058588.740970 + Penalty 4413.995732 = -1054174.745238
  nChanged 5
		SP:Iteration 61Q (6113.210000 sec): 3 clusters
  Score: Raw -1058589.428216 + Penalty 4413.995732 = -1054175.432484
  nChanged 2
		SP:Iteration 62Q (6113.230000 sec): 3 clusters
  Score: Raw -1058589.708235 + Penalty 4413.995732 = -1054175.712503
  nChanged 5
		SP:Iteration 63Q (6113.250000 sec): 3 clusters
  Score: Raw -1058591.002370 + Penalty 4413.995732 = -1054177.006638
  nChanged 4
		SP:Iteration 64Q (6113.280000 sec): 3 clusters
  Score: Raw -1058591.875803 + Penalty 4413.995732 = -1054177.880071
  nChanged 2
		SP:Iteration 65Q (6113.300000 sec): 3 clusters
  Score: Raw -1058592.103959 + Penalty 4413.995732 = -1054178.108227
  nChanged 0
		SP:Iteration 66F (6113.330000 sec): 3 clusters
  Score: Raw -1058592.103959 + Penalty 4413.995732 = -1054178.108227
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6113.430000 sec): 2 clusters
  Score: Raw -4011803.400024 + Penalty 2531.919617 = -4009271.480406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6113.530000 sec): 3 clusters
  Score: Raw -3995577.362735 + Penalty 5063.839235 = -3990513.523501
  nChanged 12138
		SP:Iteration 1F (6113.630000 sec): 3 clusters
  Score: Raw -4002113.495928 + Penalty 5063.839235 = -3997049.656693
  nChanged 1349
		SP:Iteration 2Q (6113.730000 sec): 3 clusters
  Score: Raw -4002607.988935 + Penalty 5063.839235 = -3997544.149701
  nChanged 1350
		SP:Iteration 3Q (6113.830000 sec): 3 clusters
  Score: Raw -4003152.432969 + Penalty 5063.839235 = -3998088.593734
  nChanged 1365
		SP:Iteration 4F (6113.930000 sec): 3 clusters
  Score: Raw -4003765.932490 + Penalty 5063.839235 = -3998702.093256
  nChanged 1409
		SP:Iteration 5F (6114.030000 sec): 3 clusters
  Score: Raw -4004463.094949 + Penalty 5063.839235 = -3999399.255715
  nChanged 1487
		SP:Iteration 6F (6114.130000 sec): 3 clusters
  Score: Raw -4005271.320227 + Penalty 5063.839235 = -4000207.480993
  nChanged 1557
		SP:Iteration 7F (6114.230000 sec): 3 clusters
  Score: Raw -4006166.072857 + Penalty 5063.839235 = -4001102.233622
  nChanged 1494
		SP:Iteration 8F (6114.330000 sec): 3 clusters
  Score: Raw -4007066.330538 + Penalty 5063.839235 = -4002002.491303
  nChanged 1309
		SP:Iteration 9Q (6114.430000 sec): 3 clusters
  Score: Raw -4007915.578935 + Penalty 5063.839235 = -4002851.739700
  nChanged 1226
		SP:Iteration 10Q (6114.530000 sec): 3 clusters
  Score: Raw -4008790.737427 + Penalty 5063.839235 = -4003726.898193
  nChanged 1044
		SP:Iteration 11Q (6114.640000 sec): 3 clusters
  Score: Raw -4009587.477146 + Penalty 5063.839235 = -4004523.637911
  nChanged 860
		SP:Iteration 12Q (6114.740000 sec): 3 clusters
  Score: Raw -4010192.745527 + Penalty 5063.839235 = -4005128.906292
  nChanged 648
		SP:Iteration 13Q (6114.830000 sec): 3 clusters
  Score: Raw -4010597.475231 + Penalty 5063.839235 = -4005533.635997
  nChanged 490
		SP:Iteration 14Q (6114.930000 sec): 3 clusters
  Score: Raw -4010860.441364 + Penalty 5063.839235 = -4005796.602130
  nChanged 372
		SP:Iteration 15Q (6115.020000 sec): 3 clusters
  Score: Raw -4011026.331784 + Penalty 5063.839235 = -4005962.492550
  nChanged 288
		SP:Iteration 16Q (6115.110000 sec): 3 clusters
  Score: Raw -4011140.775166 + Penalty 5063.839235 = -4006076.935931
  nChanged 243
		SP:Iteration 17Q (6115.190000 sec): 3 clusters
  Score: Raw -4011225.808577 + Penalty 5063.839235 = -4006161.969343
  nChanged 212
		SP:Iteration 18Q (6115.280000 sec): 3 clusters
  Score: Raw -4011302.705145 + Penalty 5063.839235 = -4006238.865911
  nChanged 212
		SP:Iteration 19Q (6115.370000 sec): 3 clusters
  Score: Raw -4011383.356354 + Penalty 5063.839235 = -4006319.517119
  nChanged 215
		SP:Iteration 20F (6115.470000 sec): 3 clusters
  Score: Raw -4011466.078030 + Penalty 5063.839235 = -4006402.238795
  nChanged 229
		SP:Iteration 21Q (6115.550000 sec): 3 clusters
  Score: Raw -4011552.731124 + Penalty 5063.839235 = -4006488.891889
  nChanged 210
		SP:Iteration 22Q (6115.630000 sec): 3 clusters
  Score: Raw -4011627.852853 + Penalty 5063.839235 = -4006564.013619
  nChanged 182
		SP:Iteration 23Q (6115.710000 sec): 3 clusters
  Score: Raw -4011691.895195 + Penalty 5063.839235 = -4006628.055961
  nChanged 164
		SP:Iteration 24Q (6115.790000 sec): 3 clusters
  Score: Raw -4011748.488840 + Penalty 5063.839235 = -4006684.649606
  nChanged 139
		SP:Iteration 25Q (6115.870000 sec): 3 clusters
  Score: Raw -4011795.851852 + Penalty 5063.839235 = -4006732.012618
  nChanged 131
		SP:Iteration 26Q (6115.950000 sec): 3 clusters
  Score: Raw -4011845.928394 + Penalty 5063.839235 = -4006782.089160
  nChanged 120
		SP:Iteration 27Q (6116.030000 sec): 3 clusters
  Score: Raw -4011886.642308 + Penalty 5063.839235 = -4006822.803074
  nChanged 98
		SP:Iteration 28Q (6116.110000 sec): 3 clusters
  Score: Raw -4011917.439614 + Penalty 5063.839235 = -4006853.600379
  nChanged 81
		SP:Iteration 29Q (6116.180000 sec): 3 clusters
  Score: Raw -4011945.238261 + Penalty 5063.839235 = -4006881.399026
  nChanged 84
		SP:Iteration 30Q (6116.260000 sec): 3 clusters
  Score: Raw -4011972.579876 + Penalty 5063.839235 = -4006908.740641
  nChanged 66
		SP:Iteration 31Q (6116.330000 sec): 3 clusters
  Score: Raw -4011990.197505 + Penalty 5063.839235 = -4006926.358271
  nChanged 49
		SP:Iteration 32Q (6116.410000 sec): 3 clusters
  Score: Raw -4012004.902432 + Penalty 5063.839235 = -4006941.063197
  nChanged 40
		SP:Iteration 33Q (6116.490000 sec): 3 clusters
  Score: Raw -4012015.696580 + Penalty 5063.839235 = -4006951.857346
  nChanged 40
		SP:Iteration 34Q (6116.560000 sec): 3 clusters
  Score: Raw -4012026.265963 + Penalty 5063.839235 = -4006962.426728
  nChanged 31
		SP:Iteration 35Q (6116.640000 sec): 3 clusters
  Score: Raw -4012034.784097 + Penalty 5063.839235 = -4006970.944863
  nChanged 30
		SP:Iteration 36Q (6116.710000 sec): 3 clusters
  Score: Raw -4012044.428146 + Penalty 5063.839235 = -4006980.588912
  nChanged 40
		SP:Iteration 37Q (6116.790000 sec): 3 clusters
  Score: Raw -4012056.639869 + Penalty 5063.839235 = -4006992.800634
  nChanged 36
		SP:Iteration 38Q (6116.870000 sec): 3 clusters
  Score: Raw -4012068.038594 + Penalty 5063.839235 = -4007004.199359
  nChanged 29
		SP:Iteration 39Q (6116.940000 sec): 3 clusters
  Score: Raw -4012075.329974 + Penalty 5063.839235 = -4007011.490739
  nChanged 26
		SP:Iteration 40F (6117.040000 sec): 3 clusters
  Score: Raw -4012082.817746 + Penalty 5063.839235 = -4007018.978511
  nChanged 21
		SP:Iteration 41Q (6117.120000 sec): 3 clusters
  Score: Raw -4012088.913760 + Penalty 5063.839235 = -4007025.074525
  nChanged 25
		SP:Iteration 42Q (6117.190000 sec): 3 clusters
  Score: Raw -4012094.758363 + Penalty 5063.839235 = -4007030.919128
  nChanged 28
		SP:Iteration 43Q (6117.270000 sec): 3 clusters
  Score: Raw -4012101.570284 + Penalty 5063.839235 = -4007037.731050
  nChanged 20
		SP:Iteration 44Q (6117.340000 sec): 3 clusters
  Score: Raw -4012107.557640 + Penalty 5063.839235 = -4007043.718405
  nChanged 21
		SP:Iteration 45Q (6117.410000 sec): 3 clusters
  Score: Raw -4012114.837310 + Penalty 5063.839235 = -4007050.998075
  nChanged 26
		SP:Iteration 46Q (6117.490000 sec): 3 clusters
  Score: Raw -4012123.889378 + Penalty 5063.839235 = -4007060.050144
  nChanged 27
		SP:Iteration 47Q (6117.560000 sec): 3 clusters
  Score: Raw -4012132.634249 + Penalty 5063.839235 = -4007068.795014
  nChanged 24
		SP:Iteration 48Q (6117.640000 sec): 3 clusters
  Score: Raw -4012139.539625 + Penalty 5063.839235 = -4007075.700391
  nChanged 19
		SP:Iteration 49Q (6117.710000 sec): 3 clusters
  Score: Raw -4012144.826903 + Penalty 5063.839235 = -4007080.987669
  nChanged 19
		SP:Iteration 50Q (6117.790000 sec): 3 clusters
  Score: Raw -4012149.449872 + Penalty 5063.839235 = -4007085.610638
  nChanged 7
		SP:Iteration 51Q (6117.860000 sec): 3 clusters
  Score: Raw -4012150.772380 + Penalty 5063.839235 = -4007086.933146
  nChanged 5
		SP:Iteration 52Q (6117.930000 sec): 3 clusters
  Score: Raw -4012151.677780 + Penalty 5063.839235 = -4007087.838545
  nChanged 6
		SP:Iteration 53Q (6118.010000 sec): 3 clusters
  Score: Raw -4012153.314753 + Penalty 5063.839235 = -4007089.475518
  nChanged 5
		SP:Iteration 54Q (6118.080000 sec): 3 clusters
  Score: Raw -4012154.776655 + Penalty 5063.839235 = -4007090.937420
  nChanged 6
		SP:Iteration 55Q (6118.150000 sec): 3 clusters
  Score: Raw -4012157.713900 + Penalty 5063.839235 = -4007093.874666
  nChanged 11
		SP:Iteration 56Q (6118.230000 sec): 3 clusters
  Score: Raw -4012160.894046 + Penalty 5063.839235 = -4007097.054812
  nChanged 12
		SP:Iteration 57Q (6118.300000 sec): 3 clusters
  Score: Raw -4012164.750896 + Penalty 5063.839235 = -4007100.911662
  nChanged 17
		SP:Iteration 58Q (6118.380000 sec): 3 clusters
  Score: Raw -4012169.355222 + Penalty 5063.839235 = -4007105.515988
  nChanged 10
		SP:Iteration 59Q (6118.450000 sec): 3 clusters
  Score: Raw -4012172.187367 + Penalty 5063.839235 = -4007108.348132
  nChanged 7
		SP:Iteration 60F (6118.560000 sec): 3 clusters
  Score: Raw -4012174.467660 + Penalty 5063.839235 = -4007110.628425
  nChanged 7
		SP:Iteration 61Q (6118.630000 sec): 3 clusters
  Score: Raw -4012175.978499 + Penalty 5063.839235 = -4007112.139265
  nChanged 3
		SP:Iteration 62Q (6118.700000 sec): 3 clusters
  Score: Raw -4012176.523925 + Penalty 5063.839235 = -4007112.684691
  nChanged 5
		SP:Iteration 63Q (6118.780000 sec): 3 clusters
  Score: Raw -4012177.330564 + Penalty 5063.839235 = -4007113.491330
  nChanged 3
		SP:Iteration 64Q (6118.850000 sec): 3 clusters
  Score: Raw -4012177.820382 + Penalty 5063.839235 = -4007113.981148
  nChanged 1
		SP:Iteration 65Q (6118.930000 sec): 3 clusters
  Score: Raw -4012178.027687 + Penalty 5063.839235 = -4007114.188452
  nChanged 1
		SP:Iteration 66Q (6119.000000 sec): 3 clusters
  Score: Raw -4012178.375518 + Penalty 5063.839235 = -4007114.536283
  nChanged 2
		SP:Iteration 67Q (6119.070000 sec): 3 clusters
  Score: Raw -4012179.032840 + Penalty 5063.839235 = -4007115.193606
  nChanged 2
		SP:Iteration 68Q (6119.150000 sec): 3 clusters
  Score: Raw -4012179.746279 + Penalty 5063.839235 = -4007115.907045
  nChanged 2
		SP:Iteration 69Q (6119.220000 sec): 3 clusters
  Score: Raw -4012180.056743 + Penalty 5063.839235 = -4007116.217508
  nChanged 2
		SP:Iteration 70Q (6119.290000 sec): 3 clusters
  Score: Raw -4012180.323984 + Penalty 5063.839235 = -4007116.484749
  nChanged 0
		SP:Iteration 71F (6119.390000 sec): 3 clusters
  Score: Raw -4012180.323984 + Penalty 5063.839235 = -4007116.484749
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6119.470000 sec): 2 clusters
  Score: Raw -3327355.762257 + Penalty 2501.290992 = -3324854.471265
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6119.560000 sec): 3 clusters
  Score: Raw -3313252.432437 + Penalty 5002.581984 = -3308249.850453
  nChanged 10600
		SP:Iteration 1F (6119.650000 sec): 3 clusters
  Score: Raw -3319238.594260 + Penalty 5002.581984 = -3314236.012276
  nChanged 1389
		SP:Iteration 2F (6119.730000 sec): 3 clusters
  Score: Raw -3319887.191658 + Penalty 5002.581984 = -3314884.609673
  nChanged 1293
		SP:Iteration 3F (6119.830000 sec): 3 clusters
  Score: Raw -3320544.154269 + Penalty 5002.581984 = -3315541.572285
  nChanged 1289
		SP:Iteration 4F (6119.910000 sec): 3 clusters
  Score: Raw -3321287.597352 + Penalty 5002.581984 = -3316285.015367
  nChanged 1375
		SP:Iteration 5F (6120.000000 sec): 3 clusters
  Score: Raw -3322208.464778 + Penalty 5002.581984 = -3317205.882794
  nChanged 1424
		SP:Iteration 6F (6120.090000 sec): 3 clusters
  Score: Raw -3323216.743912 + Penalty 5002.581984 = -3318214.161927
  nChanged 1379
		SP:Iteration 7F (6120.170000 sec): 3 clusters
  Score: Raw -3324285.385150 + Penalty 5002.581984 = -3319282.803166
  nChanged 1243
		SP:Iteration 8F (6120.260000 sec): 3 clusters
  Score: Raw -3325334.584946 + Penalty 5002.581984 = -3320332.002961
  nChanged 1015
		SP:Iteration 9Q (6120.350000 sec): 3 clusters
  Score: Raw -3326267.236756 + Penalty 5002.581984 = -3321264.654771
  nChanged 689
		SP:Iteration 10Q (6120.430000 sec): 3 clusters
  Score: Raw -3326917.167191 + Penalty 5002.581984 = -3321914.585206
  nChanged 414
		SP:Iteration 11Q (6120.510000 sec): 3 clusters
  Score: Raw -3327313.014398 + Penalty 5002.581984 = -3322310.432414
  nChanged 243
		SP:Iteration 12Q (6120.580000 sec): 3 clusters
  Score: Raw -3327508.203598 + Penalty 5002.581984 = -3322505.621613
  nChanged 136
		SP:Iteration 13Q (6120.650000 sec): 3 clusters
  Score: Raw -3327610.363911 + Penalty 5002.581984 = -3322607.781927
  nChanged 91
		SP:Iteration 14Q (6120.710000 sec): 3 clusters
  Score: Raw -3327671.935464 + Penalty 5002.581984 = -3322669.353479
  nChanged 67
		SP:Iteration 15Q (6120.780000 sec): 3 clusters
  Score: Raw -3327715.837979 + Penalty 5002.581984 = -3322713.255994
  nChanged 45
		SP:Iteration 16Q (6120.840000 sec): 3 clusters
  Score: Raw -3327749.233481 + Penalty 5002.581984 = -3322746.651497
  nChanged 38
		SP:Iteration 17Q (6120.910000 sec): 3 clusters
  Score: Raw -3327778.536003 + Penalty 5002.581984 = -3322775.954019
  nChanged 28
		SP:Iteration 18Q (6120.970000 sec): 3 clusters
  Score: Raw -3327799.448769 + Penalty 5002.581984 = -3322796.866785
  nChanged 18
		SP:Iteration 19Q (6121.040000 sec): 3 clusters
  Score: Raw -3327809.807271 + Penalty 5002.581984 = -3322807.225286
  nChanged 15
		SP:Iteration 20F (6121.120000 sec): 3 clusters
  Score: Raw -3327819.832872 + Penalty 5002.581984 = -3322817.250887
  nChanged 16
		SP:Iteration 21Q (6121.190000 sec): 3 clusters
  Score: Raw -3327828.925962 + Penalty 5002.581984 = -3322826.343977
  nChanged 13
		SP:Iteration 22Q (6121.250000 sec): 3 clusters
  Score: Raw -3327834.517627 + Penalty 5002.581984 = -3322831.935642
  nChanged 8
		SP:Iteration 23Q (6121.310000 sec): 3 clusters
  Score: Raw -3327837.976869 + Penalty 5002.581984 = -3322835.394884
  nChanged 8
		SP:Iteration 24Q (6121.380000 sec): 3 clusters
  Score: Raw -3327843.856858 + Penalty 5002.581984 = -3322841.274874
  nChanged 9
		SP:Iteration 25Q (6121.440000 sec): 3 clusters
  Score: Raw -3327849.320754 + Penalty 5002.581984 = -3322846.738770
  nChanged 9
		SP:Iteration 26Q (6121.510000 sec): 3 clusters
  Score: Raw -3327853.314212 + Penalty 5002.581984 = -3322850.732228
  nChanged 5
		SP:Iteration 27Q (6121.570000 sec): 3 clusters
  Score: Raw -3327857.072402 + Penalty 5002.581984 = -3322854.490417
  nChanged 6
		SP:Iteration 28Q (6121.630000 sec): 3 clusters
  Score: Raw -3327862.961586 + Penalty 5002.581984 = -3322860.379602
  nChanged 5
		SP:Iteration 29Q (6121.700000 sec): 3 clusters
  Score: Raw -3327866.320504 + Penalty 5002.581984 = -3322863.738519
  nChanged 1
		SP:Iteration 30Q (6121.760000 sec): 3 clusters
  Score: Raw -3327866.774944 + Penalty 5002.581984 = -3322864.192960
  nChanged 1
		SP:Iteration 31Q (6121.820000 sec): 3 clusters
  Score: Raw -3327867.162606 + Penalty 5002.581984 = -3322864.580622
  nChanged 0
		SP:Iteration 32F (6121.910000 sec): 3 clusters
  Score: Raw -3327867.162606 + Penalty 5002.581984 = -3322864.580622
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6121.930000 sec): 2 clusters
  Score: Raw -493895.315700 + Penalty 2018.942818 = -491876.372882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6121.940000 sec): 3 clusters
  Score: Raw -492413.116208 + Penalty 4037.885636 = -488375.230572
  nChanged 1210
		SP:Iteration 1F (6121.950000 sec): 3 clusters
  Score: Raw -493189.851311 + Penalty 4037.885636 = -489151.965675
  nChanged 276
		SP:Iteration 2F (6121.970000 sec): 3 clusters
  Score: Raw -493418.601602 + Penalty 4037.885636 = -489380.715965
  nChanged 217
		SP:Iteration 3F (6121.980000 sec): 3 clusters
  Score: Raw -493609.873731 + Penalty 4037.885636 = -489571.988094
  nChanged 169
		SP:Iteration 4Q (6121.990000 sec): 3 clusters
  Score: Raw -493775.857248 + Penalty 4037.885636 = -489737.971611
  nChanged 168
		SP:Iteration 5Q (6122.010000 sec): 3 clusters
  Score: Raw -493958.226517 + Penalty 4037.885636 = -489920.340881
  nChanged 176
		SP:Iteration 6F (6122.020000 sec): 3 clusters
  Score: Raw -494188.752595 + Penalty 4037.885636 = -490150.866959
  nChanged 166
		SP:Iteration 7Q (6122.030000 sec): 3 clusters
  Score: Raw -494379.362782 + Penalty 4037.885636 = -490341.477146
  nChanged 124
		SP:Iteration 8Q (6122.040000 sec): 3 clusters
  Score: Raw -494524.316448 + Penalty 4037.885636 = -490486.430812
  nChanged 107
		SP:Iteration 9Q (6122.050000 sec): 3 clusters
  Score: Raw -494659.077147 + Penalty 4037.885636 = -490621.191510
  nChanged 100
		SP:Iteration 10Q (6122.070000 sec): 3 clusters
  Score: Raw -494803.256283 + Penalty 4037.885636 = -490765.370647
  nChanged 118
		SP:Iteration 11Q (6122.080000 sec): 3 clusters
  Score: Raw -494981.850625 + Penalty 4037.885636 = -490943.964988
  nChanged 116
		SP:Iteration 12Q (6122.090000 sec): 3 clusters
  Score: Raw -495149.370065 + Penalty 4037.885636 = -491111.484428
  nChanged 86
		SP:Iteration 13Q (6122.100000 sec): 3 clusters
  Score: Raw -495250.412727 + Penalty 4037.885636 = -491212.527090
  nChanged 84
		SP:Iteration 14Q (6122.110000 sec): 3 clusters
  Score: Raw -495336.883736 + Penalty 4037.885636 = -491298.998100
  nChanged 61
		SP:Iteration 15Q (6122.120000 sec): 3 clusters
  Score: Raw -495389.117768 + Penalty 4037.885636 = -491351.232132
  nChanged 54
		SP:Iteration 16Q (6122.130000 sec): 3 clusters
  Score: Raw -495430.631750 + Penalty 4037.885636 = -491392.746114
  nChanged 48
		SP:Iteration 17Q (6122.140000 sec): 3 clusters
  Score: Raw -495466.927291 + Penalty 4037.885636 = -491429.041654
  nChanged 48
		SP:Iteration 18Q (6122.150000 sec): 3 clusters
  Score: Raw -495500.255975 + Penalty 4037.885636 = -491462.370339
  nChanged 35
		SP:Iteration 19Q (6122.160000 sec): 3 clusters
  Score: Raw -495522.467478 + Penalty 4037.885636 = -491484.581841
  nChanged 28
		SP:Iteration 20F (6122.170000 sec): 3 clusters
  Score: Raw -495539.915549 + Penalty 4037.885636 = -491502.029913
  nChanged 27
		SP:Iteration 21Q (6122.190000 sec): 3 clusters
  Score: Raw -495556.696236 + Penalty 4037.885636 = -491518.810599
  nChanged 26
		SP:Iteration 22Q (6122.190000 sec): 3 clusters
  Score: Raw -495569.750241 + Penalty 4037.885636 = -491531.864605
  nChanged 15
		SP:Iteration 23Q (6122.210000 sec): 3 clusters
  Score: Raw -495574.995492 + Penalty 4037.885636 = -491537.109856
  nChanged 11
		SP:Iteration 24Q (6122.210000 sec): 3 clusters
  Score: Raw -495580.311330 + Penalty 4037.885636 = -491542.425693
  nChanged 9
		SP:Iteration 25Q (6122.230000 sec): 3 clusters
  Score: Raw -495584.130466 + Penalty 4037.885636 = -491546.244830
  nChanged 8
		SP:Iteration 26Q (6122.230000 sec): 3 clusters
  Score: Raw -495587.494411 + Penalty 4037.885636 = -491549.608774
  nChanged 4
		SP:Iteration 27Q (6122.250000 sec): 3 clusters
  Score: Raw -495588.062259 + Penalty 4037.885636 = -491550.176622
  nChanged 2
		SP:Iteration 28Q (6122.260000 sec): 3 clusters
  Score: Raw -495588.853823 + Penalty 4037.885636 = -491550.968187
  nChanged 5
		SP:Iteration 29Q (6122.270000 sec): 3 clusters
  Score: Raw -495590.900287 + Penalty 4037.885636 = -491553.014651
  nChanged 5
		SP:Iteration 30Q (6122.280000 sec): 3 clusters
  Score: Raw -495593.021256 + Penalty 4037.885636 = -491555.135620
  nChanged 4
		SP:Iteration 31Q (6122.290000 sec): 3 clusters
  Score: Raw -495595.249246 + Penalty 4037.885636 = -491557.363610
  nChanged 3
		SP:Iteration 32Q (6122.300000 sec): 3 clusters
  Score: Raw -495596.464069 + Penalty 4037.885636 = -491558.578432
  nChanged 2
		SP:Iteration 33Q (6122.310000 sec): 3 clusters
  Score: Raw -495597.189820 + Penalty 4037.885636 = -491559.304183
  nChanged 2
		SP:Iteration 34Q (6122.320000 sec): 3 clusters
  Score: Raw -495597.786656 + Penalty 4037.885636 = -491559.901019
  nChanged 1
		SP:Iteration 35Q (6122.330000 sec): 3 clusters
  Score: Raw -495597.970177 + Penalty 4037.885636 = -491560.084541
  nChanged 1
		SP:Iteration 36Q (6122.340000 sec): 3 clusters
  Score: Raw -495598.090189 + Penalty 4037.885636 = -491560.204552
  nChanged 0
		SP:Iteration 37F (6122.350000 sec): 3 clusters
  Score: Raw -495598.090189 + Penalty 4037.885636 = -491560.204552
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6122.350000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6122.360000 sec): 3 clusters
  Score: Raw -126948.035820 + Penalty 3350.283633 = -123597.752187
  nChanged 201
		SP:Iteration 1F (6122.360000 sec): 3 clusters
  Score: Raw -127195.484876 + Penalty 3350.283633 = -123845.201243
  nChanged 38
		SP:Iteration 2Q (6122.370000 sec): 3 clusters
  Score: Raw -127275.347124 + Penalty 3350.283633 = -123925.063490
  nChanged 32
		SP:Iteration 3Q (6122.370000 sec): 3 clusters
  Score: Raw -127334.115570 + Penalty 3350.283633 = -123983.831936
  nChanged 25
		SP:Iteration 4Q (6122.370000 sec): 3 clusters
  Score: Raw -127375.793814 + Penalty 3350.283633 = -124025.510181
  nChanged 9
		SP:Iteration 5Q (6122.370000 sec): 3 clusters
  Score: Raw -127389.531074 + Penalty 3350.283633 = -124039.247440
  nChanged 9
		SP:Iteration 6Q (6122.380000 sec): 3 clusters
  Score: Raw -127407.633008 + Penalty 3350.283633 = -124057.349375
  nChanged 10
		SP:Iteration 7Q (6122.380000 sec): 3 clusters
  Score: Raw -127419.041451 + Penalty 3350.283633 = -124068.757818
  nChanged 4
		SP:Iteration 8Q (6122.380000 sec): 3 clusters
  Score: Raw -127423.685976 + Penalty 3350.283633 = -124073.402343
  nChanged 3
		SP:Iteration 9Q (6122.390000 sec): 3 clusters
  Score: Raw -127427.076206 + Penalty 3350.283633 = -124076.792572
  nChanged 3
		SP:Iteration 10Q (6122.390000 sec): 3 clusters
  Score: Raw -127430.731841 + Penalty 3350.283633 = -124080.448208
  nChanged 3
		SP:Iteration 11Q (6122.390000 sec): 3 clusters
  Score: Raw -127435.819574 + Penalty 3350.283633 = -124085.535941
  nChanged 2
		SP:Iteration 12Q (6122.390000 sec): 3 clusters
  Score: Raw -127439.671705 + Penalty 3350.283633 = -124089.388071
  nChanged 2
		SP:Iteration 13Q (6122.400000 sec): 3 clusters
  Score: Raw -127441.145555 + Penalty 3350.283633 = -124090.861921
  nChanged 1
		SP:Iteration 14Q (6122.400000 sec): 3 clusters
  Score: Raw -127442.033958 + Penalty 3350.283633 = -124091.750325
  nChanged 0
		SP:Iteration 15F (6122.400000 sec): 3 clusters
  Score: Raw -127442.033958 + Penalty 3350.283633 = -124091.750325
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6122.410000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6122.410000 sec): 3 clusters
  Score: Raw -33638.118928 + Penalty 2756.186719 = -30881.932210
  nChanged 37
		SP:Iteration 1F (6122.410000 sec): 3 clusters
  Score: Raw -33759.621078 + Penalty 2756.186719 = -31003.434359
  nChanged 9
		SP:Iteration 2Q (6122.410000 sec): 3 clusters
  Score: Raw -33797.341710 + Penalty 2756.186719 = -31041.154991
  nChanged 4
		SP:Iteration 3Q (6122.410000 sec): 3 clusters
  Score: Raw -33820.702978 + Penalty 2756.186719 = -31064.516260
  nChanged 6
		SP:Iteration 4Q (6122.410000 sec): 3 clusters
  Score: Raw -33844.923068 + Penalty 2756.186719 = -31088.736349
  nChanged 4
		SP:Iteration 5Q (6122.410000 sec): 3 clusters
  Score: Raw -33852.692494 + Penalty 2756.186719 = -31096.505775
  nChanged 1
		SP:Iteration 6Q (6122.410000 sec): 3 clusters
  Score: Raw -33857.638116 + Penalty 2756.186719 = -31101.451397
  nChanged 1
		SP:Iteration 7Q (6122.410000 sec): 3 clusters
  Score: Raw -33861.262424 + Penalty 2756.186719 = -31105.075705
  nChanged 0
		SP:Iteration 8F (6122.410000 sec): 3 clusters
  Score: Raw -33861.262424 + Penalty 2756.186719 = -31105.075705
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13714 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6122.460000 sec): 2 clusters
  Score: Raw -2046937.592083 + Penalty 2362.490777 = -2044575.101306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6122.510000 sec): 3 clusters
  Score: Raw -2039165.030048 + Penalty 4724.981554 = -2034440.048494
  nChanged 5851
		SP:Iteration 1F (6122.560000 sec): 3 clusters
  Score: Raw -2042424.747410 + Penalty 4724.981554 = -2037699.765856
  nChanged 783
		SP:Iteration 2F (6122.610000 sec): 3 clusters
  Score: Raw -2042725.798994 + Penalty 4724.981554 = -2038000.817440
  nChanged 582
		SP:Iteration 3Q (6122.660000 sec): 3 clusters
  Score: Raw -2042935.468689 + Penalty 4724.981554 = -2038210.487135
  nChanged 496
		SP:Iteration 4Q (6122.710000 sec): 3 clusters
  Score: Raw -2043108.314849 + Penalty 4724.981554 = -2038383.333295
  nChanged 446
		SP:Iteration 5Q (6122.760000 sec): 3 clusters
  Score: Raw -2043244.394763 + Penalty 4724.981554 = -2038519.413209
  nChanged 383
		SP:Iteration 6Q (6122.810000 sec): 3 clusters
  Score: Raw -2043380.389673 + Penalty 4724.981554 = -2038655.408119
  nChanged 375
		SP:Iteration 7Q (6122.860000 sec): 3 clusters
  Score: Raw -2043516.994810 + Penalty 4724.981554 = -2038792.013256
  nChanged 392
		SP:Iteration 8Q (6122.910000 sec): 3 clusters
  Score: Raw -2043677.747778 + Penalty 4724.981554 = -2038952.766224
  nChanged 398
		SP:Iteration 9Q (6122.960000 sec): 3 clusters
  Score: Raw -2043844.134427 + Penalty 4724.981554 = -2039119.152873
  nChanged 450
		SP:Iteration 10Q (6123.010000 sec): 3 clusters
  Score: Raw -2044047.835651 + Penalty 4724.981554 = -2039322.854097
  nChanged 509
		SP:Iteration 11Q (6123.050000 sec): 3 clusters
  Score: Raw -2044300.954727 + Penalty 4724.981554 = -2039575.973173
  nChanged 569
		SP:Iteration 12Q (6123.110000 sec): 3 clusters
  Score: Raw -2044638.682609 + Penalty 4724.981554 = -2039913.701055
  nChanged 618
		SP:Iteration 13Q (6123.150000 sec): 3 clusters
  Score: Raw -2045029.819051 + Penalty 4724.981554 = -2040304.837497
  nChanged 591
		SP:Iteration 14Q (6123.200000 sec): 3 clusters
  Score: Raw -2045456.554955 + Penalty 4724.981554 = -2040731.573401
  nChanged 541
		SP:Iteration 15Q (6123.250000 sec): 3 clusters
  Score: Raw -2045833.263711 + Penalty 4724.981554 = -2041108.282157
  nChanged 457
		SP:Iteration 16Q (6123.300000 sec): 3 clusters
  Score: Raw -2046162.538879 + Penalty 4724.981554 = -2041437.557325
  nChanged 373
		SP:Iteration 17Q (6123.340000 sec): 3 clusters
  Score: Raw -2046435.723905 + Penalty 4724.981554 = -2041710.742351
  nChanged 281
		SP:Iteration 18Q (6123.390000 sec): 3 clusters
  Score: Raw -2046652.244528 + Penalty 4724.981554 = -2041927.262974
  nChanged 210
		SP:Iteration 19Q (6123.430000 sec): 3 clusters
  Score: Raw -2046821.292338 + Penalty 4724.981554 = -2042096.310784
  nChanged 148
		SP:Iteration 20F (6123.480000 sec): 3 clusters
  Score: Raw -2046939.849762 + Penalty 4724.981554 = -2042214.868208
  nChanged 104
		SP:Iteration 21Q (6123.520000 sec): 3 clusters
  Score: Raw -2047019.370266 + Penalty 4724.981554 = -2042294.388712
  nChanged 65
		SP:Iteration 22Q (6123.560000 sec): 3 clusters
  Score: Raw -2047071.915318 + Penalty 4724.981554 = -2042346.933764
  nChanged 58
		SP:Iteration 23Q (6123.600000 sec): 3 clusters
  Score: Raw -2047113.278898 + Penalty 4724.981554 = -2042388.297344
  nChanged 33
		SP:Iteration 24Q (6123.630000 sec): 3 clusters
  Score: Raw -2047139.448174 + Penalty 4724.981554 = -2042414.466620
  nChanged 30
		SP:Iteration 25Q (6123.670000 sec): 3 clusters
  Score: Raw -2047167.025315 + Penalty 4724.981554 = -2042442.043761
  nChanged 17
		SP:Iteration 26Q (6123.710000 sec): 3 clusters
  Score: Raw -2047182.827678 + Penalty 4724.981554 = -2042457.846124
  nChanged 23
		SP:Iteration 27Q (6123.750000 sec): 3 clusters
  Score: Raw -2047201.989114 + Penalty 4724.981554 = -2042477.007560
  nChanged 20
		SP:Iteration 28Q (6123.790000 sec): 3 clusters
  Score: Raw -2047220.150546 + Penalty 4724.981554 = -2042495.168992
  nChanged 16
		SP:Iteration 29Q (6123.820000 sec): 3 clusters
  Score: Raw -2047229.632189 + Penalty 4724.981554 = -2042504.650635
  nChanged 13
		SP:Iteration 30Q (6123.860000 sec): 3 clusters
  Score: Raw -2047236.908427 + Penalty 4724.981554 = -2042511.926873
  nChanged 4
		SP:Iteration 31Q (6123.890000 sec): 3 clusters
  Score: Raw -2047239.177171 + Penalty 4724.981554 = -2042514.195617
  nChanged 1
		SP:Iteration 32Q (6123.930000 sec): 3 clusters
  Score: Raw -2047240.579582 + Penalty 4724.981554 = -2042515.598028
  nChanged 4
		SP:Iteration 33Q (6123.970000 sec): 3 clusters
  Score: Raw -2047244.301567 + Penalty 4724.981554 = -2042519.320013
  nChanged 5
		SP:Iteration 34Q (6124.010000 sec): 3 clusters
  Score: Raw -2047249.188246 + Penalty 4724.981554 = -2042524.206692
  nChanged 2
		SP:Iteration 35Q (6124.040000 sec): 3 clusters
  Score: Raw -2047250.860379 + Penalty 4724.981554 = -2042525.878825
  nChanged 3
		SP:Iteration 36Q (6124.080000 sec): 3 clusters
  Score: Raw -2047255.382564 + Penalty 4724.981554 = -2042530.401010
  nChanged 4
		SP:Iteration 37Q (6124.110000 sec): 3 clusters
  Score: Raw -2047258.213771 + Penalty 4724.981554 = -2042533.232217
  nChanged 3
		SP:Iteration 38Q (6124.150000 sec): 3 clusters
  Score: Raw -2047260.260029 + Penalty 4724.981554 = -2042535.278475
  nChanged 6
		SP:Iteration 39Q (6124.190000 sec): 3 clusters
  Score: Raw -2047267.969718 + Penalty 4724.981554 = -2042542.988164
  nChanged 5
		SP:Iteration 40F (6124.240000 sec): 3 clusters
  Score: Raw -2047271.290810 + Penalty 4724.981554 = -2042546.309256
  nChanged 6
		SP:Iteration 41Q (6124.270000 sec): 3 clusters
  Score: Raw -2047274.997764 + Penalty 4724.981554 = -2042550.016210
  nChanged 5
		SP:Iteration 42Q (6124.310000 sec): 3 clusters
  Score: Raw -2047279.466421 + Penalty 4724.981554 = -2042554.484867
  nChanged 2
		SP:Iteration 43Q (6124.350000 sec): 3 clusters
  Score: Raw -2047280.613829 + Penalty 4724.981554 = -2042555.632275
  nChanged 0
		SP:Iteration 44F (6124.390000 sec): 3 clusters
  Score: Raw -2047280.613829 + Penalty 4724.981554 = -2042555.632275
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69755 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6124.630000 sec): 2 clusters
  Score: Raw -10200814.141916 + Penalty 2765.880607 = -10198048.261310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6124.890000 sec): 3 clusters
  Score: Raw -10156667.496323 + Penalty 5531.761213 = -10151135.735109
  nChanged 32657
		SP:Iteration 1F (6125.150000 sec): 3 clusters
  Score: Raw -10174980.251754 + Penalty 5531.761213 = -10169448.490541
  nChanged 2432
		SP:Iteration 2Q (6125.410000 sec): 3 clusters
  Score: Raw -10175554.279123 + Penalty 5531.761213 = -10170022.517910
  nChanged 2234
		SP:Iteration 3Q (6125.670000 sec): 3 clusters
  Score: Raw -10176108.928343 + Penalty 5531.761213 = -10170577.167130
  nChanged 2299
		SP:Iteration 4Q (6125.930000 sec): 3 clusters
  Score: Raw -10176762.725549 + Penalty 5531.761213 = -10171230.964335
  nChanged 2347
		SP:Iteration 5Q (6126.200000 sec): 3 clusters
  Score: Raw -10177524.427397 + Penalty 5531.761213 = -10171992.666183
  nChanged 2600
		SP:Iteration 6Q (6126.470000 sec): 3 clusters
  Score: Raw -10178528.712823 + Penalty 5531.761213 = -10172996.951610
  nChanged 2866
		SP:Iteration 7Q (6126.730000 sec): 3 clusters
  Score: Raw -10179746.702495 + Penalty 5531.761213 = -10174214.941282
  nChanged 3039
		SP:Iteration 8Q (6126.990000 sec): 3 clusters
  Score: Raw -10181198.831075 + Penalty 5531.761213 = -10175667.069862
  nChanged 3238
		SP:Iteration 9Q (6127.250000 sec): 3 clusters
  Score: Raw -10182982.145507 + Penalty 5531.761213 = -10177450.384294
  nChanged 3408
		SP:Iteration 10Q (6127.510000 sec): 3 clusters
  Score: Raw -10184917.408504 + Penalty 5531.761213 = -10179385.647291
  nChanged 3410
		SP:Iteration 11Q (6127.770000 sec): 3 clusters
  Score: Raw -10187033.868553 + Penalty 5531.761213 = -10181502.107340
  nChanged 3508
		SP:Iteration 12F (6128.030000 sec): 3 clusters
  Score: Raw -10189270.833715 + Penalty 5531.761213 = -10183739.072502
  nChanged 3584
		SP:Iteration 13F (6128.300000 sec): 3 clusters
  Score: Raw -10191645.392119 + Penalty 5531.761213 = -10186113.630906
  nChanged 3510
		SP:Iteration 14F (6128.560000 sec): 3 clusters
  Score: Raw -10194020.793652 + Penalty 5531.761213 = -10188489.032438
  nChanged 3222
		SP:Iteration 15Q (6128.800000 sec): 3 clusters
  Score: Raw -10196150.403202 + Penalty 5531.761213 = -10190618.641988
  nChanged 2517
		SP:Iteration 16Q (6129.020000 sec): 3 clusters
  Score: Raw -10197726.945627 + Penalty 5531.761213 = -10192195.184413
  nChanged 1882
		SP:Iteration 17Q (6129.240000 sec): 3 clusters
  Score: Raw -10198874.492013 + Penalty 5531.761213 = -10193342.730799
  nChanged 1328
		SP:Iteration 18Q (6129.450000 sec): 3 clusters
  Score: Raw -10199624.290725 + Penalty 5531.761213 = -10194092.529512
  nChanged 882
		SP:Iteration 19Q (6129.650000 sec): 3 clusters
  Score: Raw -10200132.679013 + Penalty 5531.761213 = -10194600.917800
  nChanged 600
		SP:Iteration 20F (6129.910000 sec): 3 clusters
  Score: Raw -10200485.920839 + Penalty 5531.761213 = -10194954.159626
  nChanged 396
		SP:Iteration 21Q (6130.110000 sec): 3 clusters
  Score: Raw -10200715.634528 + Penalty 5531.761213 = -10195183.873315
  nChanged 275
		SP:Iteration 22Q (6130.300000 sec): 3 clusters
  Score: Raw -10200875.314233 + Penalty 5531.761213 = -10195343.553020
  nChanged 177
		SP:Iteration 23Q (6130.490000 sec): 3 clusters
  Score: Raw -10200976.427606 + Penalty 5531.761213 = -10195444.666392
  nChanged 138
		SP:Iteration 24Q (6130.680000 sec): 3 clusters
  Score: Raw -10201058.056170 + Penalty 5531.761213 = -10195526.294957
  nChanged 101
		SP:Iteration 25Q (6130.860000 sec): 3 clusters
  Score: Raw -10201114.642369 + Penalty 5531.761213 = -10195582.881155
  nChanged 87
		SP:Iteration 26Q (6131.040000 sec): 3 clusters
  Score: Raw -10201159.822561 + Penalty 5531.761213 = -10195628.061348
  nChanged 62
		SP:Iteration 27Q (6131.230000 sec): 3 clusters
  Score: Raw -10201194.820259 + Penalty 5531.761213 = -10195663.059045
  nChanged 43
		SP:Iteration 28Q (6131.410000 sec): 3 clusters
  Score: Raw -10201216.356367 + Penalty 5531.761213 = -10195684.595153
  nChanged 28
		SP:Iteration 29Q (6131.590000 sec): 3 clusters
  Score: Raw -10201231.408449 + Penalty 5531.761213 = -10195699.647236
  nChanged 25
		SP:Iteration 30Q (6131.770000 sec): 3 clusters
  Score: Raw -10201244.072134 + Penalty 5531.761213 = -10195712.310921
  nChanged 18
		SP:Iteration 31Q (6131.950000 sec): 3 clusters
  Score: Raw -10201253.103383 + Penalty 5531.761213 = -10195721.342170
  nChanged 18
		SP:Iteration 32Q (6132.130000 sec): 3 clusters
  Score: Raw -10201261.687663 + Penalty 5531.761213 = -10195729.926449
  nChanged 16
		SP:Iteration 33Q (6132.310000 sec): 3 clusters
  Score: Raw -10201269.934299 + Penalty 5531.761213 = -10195738.173086
  nChanged 12
		SP:Iteration 34Q (6132.500000 sec): 3 clusters
  Score: Raw -10201276.721122 + Penalty 5531.761213 = -10195744.959909
  nChanged 10
		SP:Iteration 35Q (6132.680000 sec): 3 clusters
  Score: Raw -10201281.244970 + Penalty 5531.761213 = -10195749.483757
  nChanged 7
		SP:Iteration 36Q (6132.860000 sec): 3 clusters
  Score: Raw -10201284.049799 + Penalty 5531.761213 = -10195752.288585
  nChanged 3
		SP:Iteration 37Q (6133.040000 sec): 3 clusters
  Score: Raw -10201286.433945 + Penalty 5531.761213 = -10195754.672732
  nChanged 1
		SP:Iteration 38Q (6133.220000 sec): 3 clusters
  Score: Raw -10201286.965287 + Penalty 5531.761213 = -10195755.204073
  nChanged 2
		SP:Iteration 39Q (6133.400000 sec): 3 clusters
  Score: Raw -10201287.746057 + Penalty 5531.761213 = -10195755.984843
  nChanged 3
		SP:Iteration 40F (6133.650000 sec): 3 clusters
  Score: Raw -10201289.054897 + Penalty 5531.761213 = -10195757.293684
  nChanged 2
		SP:Iteration 41Q (6133.830000 sec): 3 clusters
  Score: Raw -10201289.857367 + Penalty 5531.761213 = -10195758.096153
  nChanged 5
		SP:Iteration 42Q (6134.010000 sec): 3 clusters
  Score: Raw -10201293.006110 + Penalty 5531.761213 = -10195761.244897
  nChanged 7
		SP:Iteration 43Q (6134.200000 sec): 3 clusters
  Score: Raw -10201296.951698 + Penalty 5531.761213 = -10195765.190485
  nChanged 5
		SP:Iteration 44Q (6134.380000 sec): 3 clusters
  Score: Raw -10201299.730139 + Penalty 5531.761213 = -10195767.968925
  nChanged 9
		SP:Iteration 45Q (6134.560000 sec): 3 clusters
  Score: Raw -10201304.691067 + Penalty 5531.761213 = -10195772.929854
  nChanged 9
		SP:Iteration 46Q (6134.740000 sec): 3 clusters
  Score: Raw -10201309.060595 + Penalty 5531.761213 = -10195777.299381
  nChanged 1
		SP:Iteration 47Q (6134.920000 sec): 3 clusters
  Score: Raw -10201309.403539 + Penalty 5531.761213 = -10195777.642326
  nChanged 4
		SP:Iteration 48Q (6135.100000 sec): 3 clusters
  Score: Raw -10201311.262325 + Penalty 5531.761213 = -10195779.501112
  nChanged 2
		SP:Iteration 49Q (6135.280000 sec): 3 clusters
  Score: Raw -10201312.555419 + Penalty 5531.761213 = -10195780.794206
  nChanged 1
		SP:Iteration 50Q (6135.460000 sec): 3 clusters
  Score: Raw -10201313.251567 + Penalty 5531.761213 = -10195781.490354
  nChanged 1
		SP:Iteration 51Q (6135.640000 sec): 3 clusters
  Score: Raw -10201313.608756 + Penalty 5531.761213 = -10195781.847542
  nChanged 0
		SP:Iteration 52F (6135.900000 sec): 3 clusters
  Score: Raw -10201313.608756 + Penalty 5531.761213 = -10195781.847542
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6135.940000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6135.950000 sec): 3 clusters
  Score: Raw -385239.402460 + Penalty 3923.652944 = -381315.749517
  nChanged 919
		SP:Iteration 1F (6135.960000 sec): 3 clusters
  Score: Raw -385827.468568 + Penalty 3923.652944 = -381903.815624
  nChanged 215
		SP:Iteration 2F (6135.970000 sec): 3 clusters
  Score: Raw -385988.943601 + Penalty 3923.652944 = -382065.290657
  nChanged 119
		SP:Iteration 3Q (6135.980000 sec): 3 clusters
  Score: Raw -386063.493424 + Penalty 3923.652944 = -382139.840481
  nChanged 71
		SP:Iteration 4Q (6135.990000 sec): 3 clusters
  Score: Raw -386104.270055 + Penalty 3923.652944 = -382180.617111
  nChanged 46
		SP:Iteration 5Q (6136.000000 sec): 3 clusters
  Score: Raw -386131.179312 + Penalty 3923.652944 = -382207.526369
  nChanged 37
		SP:Iteration 6Q (6136.010000 sec): 3 clusters
  Score: Raw -386152.832406 + Penalty 3923.652944 = -382229.179462
  nChanged 38
		SP:Iteration 7Q (6136.020000 sec): 3 clusters
  Score: Raw -386174.882372 + Penalty 3923.652944 = -382251.229428
  nChanged 26
		SP:Iteration 8Q (6136.030000 sec): 3 clusters
  Score: Raw -386186.255580 + Penalty 3923.652944 = -382262.602636
  nChanged 19
		SP:Iteration 9Q (6136.030000 sec): 3 clusters
  Score: Raw -386193.877937 + Penalty 3923.652944 = -382270.224994
  nChanged 7
		SP:Iteration 10Q (6136.050000 sec): 3 clusters
  Score: Raw -386197.339175 + Penalty 3923.652944 = -382273.686232
  nChanged 10
		SP:Iteration 11Q (6136.050000 sec): 3 clusters
  Score: Raw -386200.542710 + Penalty 3923.652944 = -382276.889767
  nChanged 6
		SP:Iteration 12Q (6136.070000 sec): 3 clusters
  Score: Raw -386203.278197 + Penalty 3923.652944 = -382279.625254
  nChanged 5
		SP:Iteration 13Q (6136.070000 sec): 3 clusters
  Score: Raw -386205.280653 + Penalty 3923.652944 = -382281.627709
  nChanged 4
		SP:Iteration 14Q (6136.090000 sec): 3 clusters
  Score: Raw -386206.760268 + Penalty 3923.652944 = -382283.107325
  nChanged 3
		SP:Iteration 15Q (6136.090000 sec): 3 clusters
  Score: Raw -386207.830851 + Penalty 3923.652944 = -382284.177907
  nChanged 2
		SP:Iteration 16Q (6136.110000 sec): 3 clusters
  Score: Raw -386208.625285 + Penalty 3923.652944 = -382284.972342
  nChanged 1
		SP:Iteration 17Q (6136.110000 sec): 3 clusters
  Score: Raw -386210.998212 + Penalty 3923.652944 = -382287.345269
  nChanged 3
		SP:Iteration 18Q (6136.130000 sec): 3 clusters
  Score: Raw -386212.060766 + Penalty 3923.652944 = -382288.407823
  nChanged 2
		SP:Iteration 19Q (6136.130000 sec): 3 clusters
  Score: Raw -386213.141562 + Penalty 3923.652944 = -382289.488618
  nChanged 2
		SP:Iteration 20F (6136.140000 sec): 3 clusters
  Score: Raw -386214.656488 + Penalty 3923.652944 = -382291.003545
  nChanged 5
		SP:Iteration 21Q (6136.150000 sec): 3 clusters
  Score: Raw -386217.394646 + Penalty 3923.652944 = -382293.741703
  nChanged 5
		SP:Iteration 22Q (6136.160000 sec): 3 clusters
  Score: Raw -386219.904182 + Penalty 3923.652944 = -382296.251239
  nChanged 2
		SP:Iteration 23Q (6136.170000 sec): 3 clusters
  Score: Raw -386220.473563 + Penalty 3923.652944 = -382296.820619
  nChanged 1
		SP:Iteration 24Q (6136.180000 sec): 3 clusters
  Score: Raw -386221.008880 + Penalty 3923.652944 = -382297.355936
  nChanged 2
		SP:Iteration 25Q (6136.190000 sec): 3 clusters
  Score: Raw -386222.566151 + Penalty 3923.652944 = -382298.913208
  nChanged 5
		SP:Iteration 26Q (6136.200000 sec): 3 clusters
  Score: Raw -386224.354829 + Penalty 3923.652944 = -382300.701886
  nChanged 1
		SP:Iteration 27Q (6136.210000 sec): 3 clusters
  Score: Raw -386224.717558 + Penalty 3923.652944 = -382301.064614
  nChanged 0
		SP:Iteration 28F (6136.220000 sec): 3 clusters
  Score: Raw -386224.717558 + Penalty 3923.652944 = -382301.064614
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6136.230000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6136.230000 sec): 3 clusters
  Score: Raw -168865.452315 + Penalty 3494.272938 = -165371.179377
  nChanged 287
		SP:Iteration 1F (6136.240000 sec): 3 clusters
  Score: Raw -169157.405127 + Penalty 3494.272938 = -165663.132189
  nChanged 74
		SP:Iteration 2F (6136.240000 sec): 3 clusters
  Score: Raw -169248.439328 + Penalty 3494.272938 = -165754.166390
  nChanged 42
		SP:Iteration 3Q (6136.250000 sec): 3 clusters
  Score: Raw -169306.428432 + Penalty 3494.272938 = -165812.155494
  nChanged 23
		SP:Iteration 4Q (6136.250000 sec): 3 clusters
  Score: Raw -169334.743646 + Penalty 3494.272938 = -165840.470708
  nChanged 11
		SP:Iteration 5Q (6136.250000 sec): 3 clusters
  Score: Raw -169346.790772 + Penalty 3494.272938 = -165852.517834
  nChanged 9
		SP:Iteration 6Q (6136.260000 sec): 3 clusters
  Score: Raw -169354.921827 + Penalty 3494.272938 = -165860.648889
  nChanged 3
		SP:Iteration 7Q (6136.260000 sec): 3 clusters
  Score: Raw -169357.793908 + Penalty 3494.272938 = -165863.520970
  nChanged 3
		SP:Iteration 8Q (6136.270000 sec): 3 clusters
  Score: Raw -169360.076210 + Penalty 3494.272938 = -165865.803271
  nChanged 1
		SP:Iteration 9Q (6136.270000 sec): 3 clusters
  Score: Raw -169360.460339 + Penalty 3494.272938 = -165866.187401
  nChanged 1
		SP:Iteration 10Q (6136.270000 sec): 3 clusters
  Score: Raw -169361.298594 + Penalty 3494.272938 = -165867.025655
  nChanged 2
		SP:Iteration 11Q (6136.280000 sec): 3 clusters
  Score: Raw -169361.999954 + Penalty 3494.272938 = -165867.727016
  nChanged 0
		SP:Iteration 12F (6136.280000 sec): 3 clusters
  Score: Raw -169361.999954 + Penalty 3494.272938 = -165867.727016
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6136.290000 sec): 2 clusters
  Score: Raw -256828.957112 + Penalty 1864.479917 = -254964.477195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6136.300000 sec): 3 clusters
  Score: Raw -256212.341505 + Penalty 3728.959834 = -252483.381671
  nChanged 598
		SP:Iteration 1F (6136.300000 sec): 3 clusters
  Score: Raw -256714.928652 + Penalty 3728.959834 = -252985.968818
  nChanged 124
		SP:Iteration 2F (6136.310000 sec): 3 clusters
  Score: Raw -256851.932478 + Penalty 3728.959834 = -253122.972644
  nChanged 76
		SP:Iteration 3Q (6136.320000 sec): 3 clusters
  Score: Raw -256928.691268 + Penalty 3728.959834 = -253199.731434
  nChanged 40
		SP:Iteration 4Q (6136.320000 sec): 3 clusters
  Score: Raw -256963.335461 + Penalty 3728.959834 = -253234.375628
  nChanged 32
		SP:Iteration 5Q (6136.330000 sec): 3 clusters
  Score: Raw -256987.874023 + Penalty 3728.959834 = -253258.914189
  nChanged 27
		SP:Iteration 6Q (6136.340000 sec): 3 clusters
  Score: Raw -257010.661283 + Penalty 3728.959834 = -253281.701449
  nChanged 21
		SP:Iteration 7Q (6136.340000 sec): 3 clusters
  Score: Raw -257082.466341 + Penalty 3728.959834 = -253353.506507
  nChanged 30
		SP:Iteration 8Q (6136.350000 sec): 3 clusters
  Score: Raw -257199.445533 + Penalty 3728.959834 = -253470.485699
  nChanged 49
		SP:Iteration 9Q (6136.350000 sec): 3 clusters
  Score: Raw -257287.904679 + Penalty 3728.959834 = -253558.944845
  nChanged 48
		SP:Iteration 10Q (6136.360000 sec): 3 clusters
  Score: Raw -257335.741138 + Penalty 3728.959834 = -253606.781305
  nChanged 38
		SP:Iteration 11Q (6136.370000 sec): 3 clusters
  Score: Raw -257373.701017 + Penalty 3728.959834 = -253644.741183
  nChanged 43
		SP:Iteration 12Q (6136.370000 sec): 3 clusters
  Score: Raw -257413.400980 + Penalty 3728.959834 = -253684.441146
  nChanged 40
		SP:Iteration 13Q (6136.380000 sec): 3 clusters
  Score: Raw -257443.259508 + Penalty 3728.959834 = -253714.299674
  nChanged 43
		SP:Iteration 14Q (6136.390000 sec): 3 clusters
  Score: Raw -257482.269726 + Penalty 3728.959834 = -253753.309892
  nChanged 36
		SP:Iteration 15Q (6136.390000 sec): 3 clusters
  Score: Raw -257510.990815 + Penalty 3728.959834 = -253782.030981
  nChanged 33
		SP:Iteration 16Q (6136.400000 sec): 3 clusters
  Score: Raw -257535.472897 + Penalty 3728.959834 = -253806.513063
  nChanged 27
		SP:Iteration 17Q (6136.400000 sec): 3 clusters
  Score: Raw -257558.750792 + Penalty 3728.959834 = -253829.790958
  nChanged 25
		SP:Iteration 18Q (6136.410000 sec): 3 clusters
  Score: Raw -257578.069450 + Penalty 3728.959834 = -253849.109616
  nChanged 21
		SP:Iteration 19Q (6136.420000 sec): 3 clusters
  Score: Raw -257594.455750 + Penalty 3728.959834 = -253865.495916
  nChanged 23
		SP:Iteration 20F (6136.420000 sec): 3 clusters
  Score: Raw -257612.627534 + Penalty 3728.959834 = -253883.667701
  nChanged 21
		SP:Iteration 21Q (6136.430000 sec): 3 clusters
  Score: Raw -257630.875050 + Penalty 3728.959834 = -253901.915216
  nChanged 22
		SP:Iteration 22Q (6136.430000 sec): 3 clusters
  Score: Raw -257647.799288 + Penalty 3728.959834 = -253918.839454
  nChanged 18
		SP:Iteration 23Q (6136.440000 sec): 3 clusters
  Score: Raw -257665.011057 + Penalty 3728.959834 = -253936.051223
  nChanged 18
		SP:Iteration 24Q (6136.450000 sec): 3 clusters
  Score: Raw -257684.030372 + Penalty 3728.959834 = -253955.070538
  nChanged 23
		SP:Iteration 25Q (6136.450000 sec): 3 clusters
  Score: Raw -257709.531332 + Penalty 3728.959834 = -253980.571498
  nChanged 23
		SP:Iteration 26Q (6136.460000 sec): 3 clusters
  Score: Raw -257729.153338 + Penalty 3728.959834 = -254000.193505
  nChanged 21
		SP:Iteration 27Q (6136.470000 sec): 3 clusters
  Score: Raw -257752.583553 + Penalty 3728.959834 = -254023.623720
  nChanged 15
		SP:Iteration 28Q (6136.470000 sec): 3 clusters
  Score: Raw -257766.203748 + Penalty 3728.959834 = -254037.243915
  nChanged 9
		SP:Iteration 29Q (6136.480000 sec): 3 clusters
  Score: Raw -257775.170359 + Penalty 3728.959834 = -254046.210526
  nChanged 10
		SP:Iteration 30Q (6136.490000 sec): 3 clusters
  Score: Raw -257784.169691 + Penalty 3728.959834 = -254055.209857
  nChanged 2
		SP:Iteration 31Q (6136.490000 sec): 3 clusters
  Score: Raw -257785.480151 + Penalty 3728.959834 = -254056.520317
  nChanged 4
		SP:Iteration 32Q (6136.500000 sec): 3 clusters
  Score: Raw -257788.764744 + Penalty 3728.959834 = -254059.804910
  nChanged 4
		SP:Iteration 33Q (6136.510000 sec): 3 clusters
  Score: Raw -257792.193787 + Penalty 3728.959834 = -254063.233953
  nChanged 5
		SP:Iteration 34Q (6136.510000 sec): 3 clusters
  Score: Raw -257795.084727 + Penalty 3728.959834 = -254066.124893
  nChanged 3
		SP:Iteration 35Q (6136.520000 sec): 3 clusters
  Score: Raw -257796.543557 + Penalty 3728.959834 = -254067.583724
  nChanged 1
		SP:Iteration 36Q (6136.530000 sec): 3 clusters
  Score: Raw -257796.771120 + Penalty 3728.959834 = -254067.811286
  nChanged 1
		SP:Iteration 37Q (6136.540000 sec): 3 clusters
  Score: Raw -257797.088002 + Penalty 3728.959834 = -254068.128169
  nChanged 0
		SP:Iteration 38F (6136.540000 sec): 3 clusters
  Score: Raw -257797.088002 + Penalty 3728.959834 = -254068.128169
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10982 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6136.580000 sec): 2 clusters
  Score: Raw -1678114.868052 + Penalty 2307.395186 = -1675807.472866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6136.620000 sec): 3 clusters
  Score: Raw -1672086.046735 + Penalty 4614.790373 = -1667471.256363
  nChanged 4584
		SP:Iteration 1F (6136.660000 sec): 3 clusters
  Score: Raw -1674592.894299 + Penalty 4614.790373 = -1669978.103926
  nChanged 695
		SP:Iteration 2F (6136.700000 sec): 3 clusters
  Score: Raw -1674908.148884 + Penalty 4614.790373 = -1670293.358512
  nChanged 535
		SP:Iteration 3Q (6136.740000 sec): 3 clusters
  Score: Raw -1675153.689302 + Penalty 4614.790373 = -1670538.898929
  nChanged 513
		SP:Iteration 4Q (6136.780000 sec): 3 clusters
  Score: Raw -1675395.827561 + Penalty 4614.790373 = -1670781.037188
  nChanged 516
		SP:Iteration 5Q (6136.820000 sec): 3 clusters
  Score: Raw -1675696.875898 + Penalty 4614.790373 = -1671082.085525
  nChanged 555
		SP:Iteration 6F (6136.860000 sec): 3 clusters
  Score: Raw -1676081.184498 + Penalty 4614.790373 = -1671466.394126
  nChanged 610
		SP:Iteration 7F (6136.900000 sec): 3 clusters
  Score: Raw -1676549.649155 + Penalty 4614.790373 = -1671934.858783
  nChanged 574
		SP:Iteration 8F (6136.940000 sec): 3 clusters
  Score: Raw -1677051.846901 + Penalty 4614.790373 = -1672437.056528
  nChanged 486
		SP:Iteration 9Q (6136.980000 sec): 3 clusters
  Score: Raw -1677479.239122 + Penalty 4614.790373 = -1672864.448749
  nChanged 342
		SP:Iteration 10Q (6137.010000 sec): 3 clusters
  Score: Raw -1677809.633055 + Penalty 4614.790373 = -1673194.842683
  nChanged 237
		SP:Iteration 11Q (6137.050000 sec): 3 clusters
  Score: Raw -1678030.355360 + Penalty 4614.790373 = -1673415.564988
  nChanged 132
		SP:Iteration 12Q (6137.080000 sec): 3 clusters
  Score: Raw -1678176.644898 + Penalty 4614.790373 = -1673561.854525
  nChanged 66
		SP:Iteration 13Q (6137.110000 sec): 3 clusters
  Score: Raw -1678252.125997 + Penalty 4614.790373 = -1673637.335624
  nChanged 44
		SP:Iteration 14Q (6137.140000 sec): 3 clusters
  Score: Raw -1678306.196410 + Penalty 4614.790373 = -1673691.406038
  nChanged 31
		SP:Iteration 15Q (6137.180000 sec): 3 clusters
  Score: Raw -1678342.531258 + Penalty 4614.790373 = -1673727.740886
  nChanged 15
		SP:Iteration 16Q (6137.200000 sec): 3 clusters
  Score: Raw -1678360.184773 + Penalty 4614.790373 = -1673745.394400
  nChanged 10
		SP:Iteration 17Q (6137.240000 sec): 3 clusters
  Score: Raw -1678370.077419 + Penalty 4614.790373 = -1673755.287047
  nChanged 2
		SP:Iteration 18Q (6137.260000 sec): 3 clusters
  Score: Raw -1678372.624046 + Penalty 4614.790373 = -1673757.833674
  nChanged 2
		SP:Iteration 19Q (6137.290000 sec): 3 clusters
  Score: Raw -1678375.376437 + Penalty 4614.790373 = -1673760.586065
  nChanged 4
		SP:Iteration 20F (6137.330000 sec): 3 clusters
  Score: Raw -1678381.694102 + Penalty 4614.790373 = -1673766.903730
  nChanged 1
		SP:Iteration 21Q (6137.360000 sec): 3 clusters
  Score: Raw -1678383.828456 + Penalty 4614.790373 = -1673769.038083
  nChanged 3
		SP:Iteration 22Q (6137.390000 sec): 3 clusters
  Score: Raw -1678386.640938 + Penalty 4614.790373 = -1673771.850565
  nChanged 2
		SP:Iteration 23Q (6137.420000 sec): 3 clusters
  Score: Raw -1678389.390267 + Penalty 4614.790373 = -1673774.599894
  nChanged 2
		SP:Iteration 24Q (6137.450000 sec): 3 clusters
  Score: Raw -1678391.896658 + Penalty 4614.790373 = -1673777.106285
  nChanged 0
		SP:Iteration 25F (6137.490000 sec): 3 clusters
  Score: Raw -1678391.896658 + Penalty 4614.790373 = -1673777.106285
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6137.540000 sec): 2 clusters
  Score: Raw -1982916.566725 + Penalty 2369.286700 = -1980547.280025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6137.580000 sec): 3 clusters
  Score: Raw -1975039.099029 + Penalty 4738.573400 = -1970300.525629
  nChanged 5933
		SP:Iteration 1F (6137.640000 sec): 3 clusters
  Score: Raw -1978238.729919 + Penalty 4738.573400 = -1973500.156519
  nChanged 911
		SP:Iteration 2F (6137.690000 sec): 3 clusters
  Score: Raw -1978648.720993 + Penalty 4738.573400 = -1973910.147593
  nChanged 723
		SP:Iteration 3F (6137.740000 sec): 3 clusters
  Score: Raw -1978955.629837 + Penalty 4738.573400 = -1974217.056437
  nChanged 664
		SP:Iteration 4Q (6137.790000 sec): 3 clusters
  Score: Raw -1979264.268856 + Penalty 4738.573400 = -1974525.695456
  nChanged 603
		SP:Iteration 5Q (6137.840000 sec): 3 clusters
  Score: Raw -1979540.617900 + Penalty 4738.573400 = -1974802.044500
  nChanged 574
		SP:Iteration 6Q (6137.890000 sec): 3 clusters
  Score: Raw -1979823.698970 + Penalty 4738.573400 = -1975085.125569
  nChanged 563
		SP:Iteration 7Q (6137.940000 sec): 3 clusters
  Score: Raw -1980115.043247 + Penalty 4738.573400 = -1975376.469846
  nChanged 514
		SP:Iteration 8Q (6137.990000 sec): 3 clusters
  Score: Raw -1980398.771537 + Penalty 4738.573400 = -1975660.198137
  nChanged 520
		SP:Iteration 9Q (6138.040000 sec): 3 clusters
  Score: Raw -1980739.745567 + Penalty 4738.573400 = -1976001.172167
  nChanged 597
		SP:Iteration 10Q (6138.100000 sec): 3 clusters
  Score: Raw -1981167.506283 + Penalty 4738.573400 = -1976428.932883
  nChanged 593
		SP:Iteration 11Q (6138.140000 sec): 3 clusters
  Score: Raw -1981603.620916 + Penalty 4738.573400 = -1976865.047516
  nChanged 552
		SP:Iteration 12Q (6138.190000 sec): 3 clusters
  Score: Raw -1981987.198239 + Penalty 4738.573400 = -1977248.624839
  nChanged 450
		SP:Iteration 13Q (6138.240000 sec): 3 clusters
  Score: Raw -1982277.034435 + Penalty 4738.573400 = -1977538.461035
  nChanged 374
		SP:Iteration 14Q (6138.290000 sec): 3 clusters
  Score: Raw -1982499.147974 + Penalty 4738.573400 = -1977760.574573
  nChanged 297
		SP:Iteration 15Q (6138.340000 sec): 3 clusters
  Score: Raw -1982669.533995 + Penalty 4738.573400 = -1977930.960595
  nChanged 266
		SP:Iteration 16Q (6138.380000 sec): 3 clusters
  Score: Raw -1982827.160134 + Penalty 4738.573400 = -1978088.586734
  nChanged 251
		SP:Iteration 17Q (6138.430000 sec): 3 clusters
  Score: Raw -1983002.017936 + Penalty 4738.573400 = -1978263.444535
  nChanged 256
		SP:Iteration 18Q (6138.470000 sec): 3 clusters
  Score: Raw -1983183.513373 + Penalty 4738.573400 = -1978444.939973
  nChanged 223
		SP:Iteration 19Q (6138.520000 sec): 3 clusters
  Score: Raw -1983349.579169 + Penalty 4738.573400 = -1978611.005769
  nChanged 198
		SP:Iteration 20F (6138.570000 sec): 3 clusters
  Score: Raw -1983517.321389 + Penalty 4738.573400 = -1978778.747989
  nChanged 202
		SP:Iteration 21Q (6138.610000 sec): 3 clusters
  Score: Raw -1983670.998889 + Penalty 4738.573400 = -1978932.425489
  nChanged 165
		SP:Iteration 22Q (6138.660000 sec): 3 clusters
  Score: Raw -1983780.784426 + Penalty 4738.573400 = -1979042.211026
  nChanged 116
		SP:Iteration 23Q (6138.700000 sec): 3 clusters
  Score: Raw -1983837.410838 + Penalty 4738.573400 = -1979098.837438
  nChanged 93
		SP:Iteration 24Q (6138.740000 sec): 3 clusters
  Score: Raw -1983873.438518 + Penalty 4738.573400 = -1979134.865118
  nChanged 67
		SP:Iteration 25Q (6138.780000 sec): 3 clusters
  Score: Raw -1983899.140626 + Penalty 4738.573400 = -1979160.567226
  nChanged 57
		SP:Iteration 26Q (6138.820000 sec): 3 clusters
  Score: Raw -1983918.637029 + Penalty 4738.573400 = -1979180.063629
  nChanged 38
		SP:Iteration 27Q (6138.860000 sec): 3 clusters
  Score: Raw -1983930.275925 + Penalty 4738.573400 = -1979191.702525
  nChanged 30
		SP:Iteration 28Q (6138.900000 sec): 3 clusters
  Score: Raw -1983936.761488 + Penalty 4738.573400 = -1979198.188087
  nChanged 16
		SP:Iteration 29Q (6138.940000 sec): 3 clusters
  Score: Raw -1983940.803403 + Penalty 4738.573400 = -1979202.230003
  nChanged 15
		SP:Iteration 30Q (6138.980000 sec): 3 clusters
  Score: Raw -1983944.247757 + Penalty 4738.573400 = -1979205.674356
  nChanged 6
		SP:Iteration 31Q (6139.020000 sec): 3 clusters
  Score: Raw -1983946.040266 + Penalty 4738.573400 = -1979207.466866
  nChanged 9
		SP:Iteration 32Q (6139.060000 sec): 3 clusters
  Score: Raw -1983948.583558 + Penalty 4738.573400 = -1979210.010158
  nChanged 7
		SP:Iteration 33Q (6139.100000 sec): 3 clusters
  Score: Raw -1983950.461117 + Penalty 4738.573400 = -1979211.887717
  nChanged 7
		SP:Iteration 34Q (6139.140000 sec): 3 clusters
  Score: Raw -1983952.216218 + Penalty 4738.573400 = -1979213.642818
  nChanged 7
		SP:Iteration 35Q (6139.180000 sec): 3 clusters
  Score: Raw -1983954.038474 + Penalty 4738.573400 = -1979215.465074
  nChanged 11
		SP:Iteration 36Q (6139.220000 sec): 3 clusters
  Score: Raw -1983957.037973 + Penalty 4738.573400 = -1979218.464573
  nChanged 4
		SP:Iteration 37Q (6139.260000 sec): 3 clusters
  Score: Raw -1983958.122558 + Penalty 4738.573400 = -1979219.549158
  nChanged 3
		SP:Iteration 38Q (6139.300000 sec): 3 clusters
  Score: Raw -1983958.904125 + Penalty 4738.573400 = -1979220.330725
  nChanged 4
		SP:Iteration 39Q (6139.350000 sec): 3 clusters
  Score: Raw -1983960.281902 + Penalty 4738.573400 = -1979221.708502
  nChanged 4
		SP:Iteration 40F (6139.400000 sec): 3 clusters
  Score: Raw -1983961.094111 + Penalty 4738.573400 = -1979222.520711
  nChanged 1
		SP:Iteration 41Q (6139.440000 sec): 3 clusters
  Score: Raw -1983961.310739 + Penalty 4738.573400 = -1979222.737339
  nChanged 1
		SP:Iteration 42Q (6139.480000 sec): 3 clusters
  Score: Raw -1983961.425907 + Penalty 4738.573400 = -1979222.852507
  nChanged 0
		SP:Iteration 43F (6139.530000 sec): 3 clusters
  Score: Raw -1983961.425907 + Penalty 4738.573400 = -1979222.852507
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6139.540000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6139.540000 sec): 3 clusters
  Score: Raw -73228.295170 + Penalty 3074.445443 = -70153.849726
  nChanged 77
		SP:Iteration 1F (6139.540000 sec): 3 clusters
  Score: Raw -73396.906994 + Penalty 3074.445443 = -70322.461551
  nChanged 23
		SP:Iteration 2Q (6139.540000 sec): 3 clusters
  Score: Raw -73450.240012 + Penalty 3074.445443 = -70375.794568
  nChanged 7
		SP:Iteration 3Q (6139.540000 sec): 3 clusters
  Score: Raw -73467.843453 + Penalty 3074.445443 = -70393.398010
  nChanged 0
		SP:Iteration 4F (6139.550000 sec): 3 clusters
  Score: Raw -73467.843453 + Penalty 3074.445443 = -70393.398010
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6139.560000 sec): 2 clusters
  Score: Raw -311489.106091 + Penalty 1906.964035 = -309582.142056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6139.560000 sec): 3 clusters
  Score: Raw -310632.275392 + Penalty 3813.928069 = -306818.347322
  nChanged 698
		SP:Iteration 1F (6139.570000 sec): 3 clusters
  Score: Raw -311149.262769 + Penalty 3813.928069 = -307335.334700
  nChanged 172
		SP:Iteration 2F (6139.580000 sec): 3 clusters
  Score: Raw -311293.977171 + Penalty 3813.928069 = -307480.049102
  nChanged 100
		SP:Iteration 3Q (6139.590000 sec): 3 clusters
  Score: Raw -311369.308850 + Penalty 3813.928069 = -307555.380781
  nChanged 54
		SP:Iteration 4Q (6139.600000 sec): 3 clusters
  Score: Raw -311420.954933 + Penalty 3813.928069 = -307607.026864
  nChanged 45
		SP:Iteration 5Q (6139.600000 sec): 3 clusters
  Score: Raw -311458.205838 + Penalty 3813.928069 = -307644.277769
  nChanged 51
		SP:Iteration 6Q (6139.610000 sec): 3 clusters
  Score: Raw -311493.979406 + Penalty 3813.928069 = -307680.051337
  nChanged 36
		SP:Iteration 7Q (6139.620000 sec): 3 clusters
  Score: Raw -311519.137883 + Penalty 3813.928069 = -307705.209814
  nChanged 34
		SP:Iteration 8Q (6139.630000 sec): 3 clusters
  Score: Raw -311547.057429 + Penalty 3813.928069 = -307733.129360
  nChanged 31
		SP:Iteration 9Q (6139.640000 sec): 3 clusters
  Score: Raw -311568.477937 + Penalty 3813.928069 = -307754.549867
  nChanged 24
		SP:Iteration 10Q (6139.640000 sec): 3 clusters
  Score: Raw -311586.449302 + Penalty 3813.928069 = -307772.521233
  nChanged 21
		SP:Iteration 11Q (6139.650000 sec): 3 clusters
  Score: Raw -311600.043255 + Penalty 3813.928069 = -307786.115185
  nChanged 14
		SP:Iteration 12Q (6139.660000 sec): 3 clusters
  Score: Raw -311610.635734 + Penalty 3813.928069 = -307796.707665
  nChanged 16
		SP:Iteration 13Q (6139.670000 sec): 3 clusters
  Score: Raw -311621.339097 + Penalty 3813.928069 = -307807.411028
  nChanged 9
		SP:Iteration 14Q (6139.680000 sec): 3 clusters
  Score: Raw -311627.268888 + Penalty 3813.928069 = -307813.340819
  nChanged 7
		SP:Iteration 15Q (6139.680000 sec): 3 clusters
  Score: Raw -311632.001267 + Penalty 3813.928069 = -307818.073198
  nChanged 9
		SP:Iteration 16Q (6139.690000 sec): 3 clusters
  Score: Raw -311638.534626 + Penalty 3813.928069 = -307824.606557
  nChanged 4
		SP:Iteration 17Q (6139.700000 sec): 3 clusters
  Score: Raw -311640.500436 + Penalty 3813.928069 = -307826.572367
  nChanged 3
		SP:Iteration 18Q (6139.710000 sec): 3 clusters
  Score: Raw -311642.898421 + Penalty 3813.928069 = -307828.970351
  nChanged 8
		SP:Iteration 19Q (6139.710000 sec): 3 clusters
  Score: Raw -311647.220765 + Penalty 3813.928069 = -307833.292696
  nChanged 8
		SP:Iteration 20F (6139.720000 sec): 3 clusters
  Score: Raw -311651.493298 + Penalty 3813.928069 = -307837.565229
  nChanged 6
		SP:Iteration 21Q (6139.730000 sec): 3 clusters
  Score: Raw -311654.539265 + Penalty 3813.928069 = -307840.611196
  nChanged 3
		SP:Iteration 22Q (6139.740000 sec): 3 clusters
  Score: Raw -311656.429103 + Penalty 3813.928069 = -307842.501034
  nChanged 3
		SP:Iteration 23Q (6139.740000 sec): 3 clusters
  Score: Raw -311657.712982 + Penalty 3813.928069 = -307843.784912
  nChanged 2
		SP:Iteration 24Q (6139.750000 sec): 3 clusters
  Score: Raw -311658.726485 + Penalty 3813.928069 = -307844.798416
  nChanged 3
		SP:Iteration 25Q (6139.760000 sec): 3 clusters
  Score: Raw -311660.051641 + Penalty 3813.928069 = -307846.123572
  nChanged 3
		SP:Iteration 26Q (6139.770000 sec): 3 clusters
  Score: Raw -311661.513074 + Penalty 3813.928069 = -307847.585005
  nChanged 2
		SP:Iteration 27Q (6139.780000 sec): 3 clusters
  Score: Raw -311662.232468 + Penalty 3813.928069 = -307848.304398
  nChanged 0
		SP:Iteration 28F (6139.780000 sec): 3 clusters
  Score: Raw -311662.232468 + Penalty 3813.928069 = -307848.304398
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6139.890000 sec): 2 clusters
  Score: Raw -4609956.300480 + Penalty 2569.215725 = -4607387.084755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6140.010000 sec): 3 clusters
  Score: Raw -4590736.269221 + Penalty 5138.431450 = -4585597.837770
  nChanged 14289
		SP:Iteration 1F (6140.120000 sec): 3 clusters
  Score: Raw -4598736.633875 + Penalty 5138.431450 = -4593598.202425
  nChanged 1623
		SP:Iteration 2F (6140.240000 sec): 3 clusters
  Score: Raw -4599469.532734 + Penalty 5138.431450 = -4594331.101284
  nChanged 1631
		SP:Iteration 3F (6140.360000 sec): 3 clusters
  Score: Raw -4600428.624003 + Penalty 5138.431450 = -4595290.192552
  nChanged 1756
		SP:Iteration 4F (6140.470000 sec): 3 clusters
  Score: Raw -4601525.433761 + Penalty 5138.431450 = -4596387.002310
  nChanged 1841
		SP:Iteration 5F (6140.590000 sec): 3 clusters
  Score: Raw -4602621.522285 + Penalty 5138.431450 = -4597483.090834
  nChanged 1780
		SP:Iteration 6F (6140.710000 sec): 3 clusters
  Score: Raw -4603546.382146 + Penalty 5138.431450 = -4598407.950696
  nChanged 1687
		SP:Iteration 7F (6140.830000 sec): 3 clusters
  Score: Raw -4604322.886341 + Penalty 5138.431450 = -4599184.454890
  nChanged 1444
		SP:Iteration 8Q (6140.950000 sec): 3 clusters
  Score: Raw -4604889.543571 + Penalty 5138.431450 = -4599751.112121
  nChanged 1217
		SP:Iteration 9Q (6141.060000 sec): 3 clusters
  Score: Raw -4605364.396417 + Penalty 5138.431450 = -4600225.964966
  nChanged 1031
		SP:Iteration 10Q (6141.190000 sec): 3 clusters
  Score: Raw -4605765.026978 + Penalty 5138.431450 = -4600626.595528
  nChanged 879
		SP:Iteration 11Q (6141.310000 sec): 3 clusters
  Score: Raw -4606098.095004 + Penalty 5138.431450 = -4600959.663554
  nChanged 763
		SP:Iteration 12Q (6141.430000 sec): 3 clusters
  Score: Raw -4606417.703542 + Penalty 5138.431450 = -4601279.272091
  nChanged 675
		SP:Iteration 13Q (6141.540000 sec): 3 clusters
  Score: Raw -4606686.457807 + Penalty 5138.431450 = -4601548.026356
  nChanged 609
		SP:Iteration 14Q (6141.660000 sec): 3 clusters
  Score: Raw -4606906.320565 + Penalty 5138.431450 = -4601767.889115
  nChanged 531
		SP:Iteration 15Q (6141.770000 sec): 3 clusters
  Score: Raw -4607078.370763 + Penalty 5138.431450 = -4601939.939313
  nChanged 514
		SP:Iteration 16Q (6141.890000 sec): 3 clusters
  Score: Raw -4607238.268059 + Penalty 5138.431450 = -4602099.836609
  nChanged 506
		SP:Iteration 17Q (6142.000000 sec): 3 clusters
  Score: Raw -4607402.049624 + Penalty 5138.431450 = -4602263.618174
  nChanged 525
		SP:Iteration 18Q (6142.120000 sec): 3 clusters
  Score: Raw -4607574.869777 + Penalty 5138.431450 = -4602436.438326
  nChanged 509
		SP:Iteration 19Q (6142.230000 sec): 3 clusters
  Score: Raw -4607740.393073 + Penalty 5138.431450 = -4602601.961623
  nChanged 510
		SP:Iteration 20F (6142.350000 sec): 3 clusters
  Score: Raw -4607907.884152 + Penalty 5138.431450 = -4602769.452702
  nChanged 504
		SP:Iteration 21Q (6142.470000 sec): 3 clusters
  Score: Raw -4608080.719805 + Penalty 5138.431450 = -4602942.288355
  nChanged 527
		SP:Iteration 22Q (6142.580000 sec): 3 clusters
  Score: Raw -4608302.526222 + Penalty 5138.431450 = -4603164.094771
  nChanged 557
		SP:Iteration 23Q (6142.690000 sec): 3 clusters
  Score: Raw -4608579.183019 + Penalty 5138.431450 = -4603440.751569
  nChanged 549
		SP:Iteration 24Q (6142.810000 sec): 3 clusters
  Score: Raw -4608994.151204 + Penalty 5138.431450 = -4603855.719754
  nChanged 528
		SP:Iteration 25Q (6142.930000 sec): 3 clusters
  Score: Raw -4609647.449496 + Penalty 5138.431450 = -4604509.018045
  nChanged 497
		SP:Iteration 26Q (6143.030000 sec): 3 clusters
  Score: Raw -4610180.593010 + Penalty 5138.431450 = -4605042.161560
  nChanged 421
		SP:Iteration 27Q (6143.140000 sec): 3 clusters
  Score: Raw -4610427.796515 + Penalty 5138.431450 = -4605289.365065
  nChanged 322
		SP:Iteration 28Q (6143.230000 sec): 3 clusters
  Score: Raw -4610579.694681 + Penalty 5138.431450 = -4605441.263231
  nChanged 254
		SP:Iteration 29Q (6143.330000 sec): 3 clusters
  Score: Raw -4610674.674654 + Penalty 5138.431450 = -4605536.243204
  nChanged 198
		SP:Iteration 30Q (6143.430000 sec): 3 clusters
  Score: Raw -4610739.548633 + Penalty 5138.431450 = -4605601.117182
  nChanged 167
		SP:Iteration 31Q (6143.520000 sec): 3 clusters
  Score: Raw -4610793.338334 + Penalty 5138.431450 = -4605654.906883
  nChanged 131
		SP:Iteration 32Q (6143.610000 sec): 3 clusters
  Score: Raw -4610834.476294 + Penalty 5138.431450 = -4605696.044844
  nChanged 118
		SP:Iteration 33Q (6143.700000 sec): 3 clusters
  Score: Raw -4610866.350207 + Penalty 5138.431450 = -4605727.918757
  nChanged 93
		SP:Iteration 34Q (6143.790000 sec): 3 clusters
  Score: Raw -4610885.982090 + Penalty 5138.431450 = -4605747.550639
  nChanged 68
		SP:Iteration 35Q (6143.880000 sec): 3 clusters
  Score: Raw -4610900.379479 + Penalty 5138.431450 = -4605761.948029
  nChanged 65
		SP:Iteration 36Q (6143.970000 sec): 3 clusters
  Score: Raw -4610914.320099 + Penalty 5138.431450 = -4605775.888649
  nChanged 48
		SP:Iteration 37Q (6144.060000 sec): 3 clusters
  Score: Raw -4610922.972590 + Penalty 5138.431450 = -4605784.541140
  nChanged 43
		SP:Iteration 38Q (6144.150000 sec): 3 clusters
  Score: Raw -4610931.082801 + Penalty 5138.431450 = -4605792.651351
  nChanged 40
		SP:Iteration 39Q (6144.240000 sec): 3 clusters
  Score: Raw -4610936.968660 + Penalty 5138.431450 = -4605798.537209
  nChanged 28
		SP:Iteration 40F (6144.360000 sec): 3 clusters
  Score: Raw -4610940.897680 + Penalty 5138.431450 = -4605802.466230
  nChanged 15
		SP:Iteration 41Q (6144.450000 sec): 3 clusters
  Score: Raw -4610942.659269 + Penalty 5138.431450 = -4605804.227819
  nChanged 19
		SP:Iteration 42Q (6144.530000 sec): 3 clusters
  Score: Raw -4610945.774284 + Penalty 5138.431450 = -4605807.342834
  nChanged 21
		SP:Iteration 43Q (6144.630000 sec): 3 clusters
  Score: Raw -4610948.802869 + Penalty 5138.431450 = -4605810.371418
  nChanged 14
		SP:Iteration 44Q (6144.720000 sec): 3 clusters
  Score: Raw -4610950.898219 + Penalty 5138.431450 = -4605812.466768
  nChanged 13
		SP:Iteration 45Q (6144.810000 sec): 3 clusters
  Score: Raw -4610953.320342 + Penalty 5138.431450 = -4605814.888892
  nChanged 17
		SP:Iteration 46Q (6144.900000 sec): 3 clusters
  Score: Raw -4610956.190403 + Penalty 5138.431450 = -4605817.758953
  nChanged 17
		SP:Iteration 47Q (6144.990000 sec): 3 clusters
  Score: Raw -4610958.635425 + Penalty 5138.431450 = -4605820.203974
  nChanged 12
		SP:Iteration 48Q (6145.070000 sec): 3 clusters
  Score: Raw -4610960.692645 + Penalty 5138.431450 = -4605822.261195
  nChanged 12
		SP:Iteration 49Q (6145.170000 sec): 3 clusters
  Score: Raw -4610962.871174 + Penalty 5138.431450 = -4605824.439724
  nChanged 13
		SP:Iteration 50Q (6145.250000 sec): 3 clusters
  Score: Raw -4610964.864558 + Penalty 5138.431450 = -4605826.433107
  nChanged 11
		SP:Iteration 51Q (6145.350000 sec): 3 clusters
  Score: Raw -4610966.279815 + Penalty 5138.431450 = -4605827.848364
  nChanged 12
		SP:Iteration 52Q (6145.430000 sec): 3 clusters
  Score: Raw -4610968.218808 + Penalty 5138.431450 = -4605829.787358
  nChanged 8
		SP:Iteration 53Q (6145.520000 sec): 3 clusters
  Score: Raw -4610969.086698 + Penalty 5138.431450 = -4605830.655248
  nChanged 8
		SP:Iteration 54Q (6145.610000 sec): 3 clusters
  Score: Raw -4610970.155724 + Penalty 5138.431450 = -4605831.724274
  nChanged 13
		SP:Iteration 55Q (6145.700000 sec): 3 clusters
  Score: Raw -4610972.050076 + Penalty 5138.431450 = -4605833.618625
  nChanged 12
		SP:Iteration 56Q (6145.790000 sec): 3 clusters
  Score: Raw -4610974.028909 + Penalty 5138.431450 = -4605835.597458
  nChanged 13
		SP:Iteration 57Q (6145.880000 sec): 3 clusters
  Score: Raw -4610976.019182 + Penalty 5138.431450 = -4605837.587731
  nChanged 10
		SP:Iteration 58Q (6145.970000 sec): 3 clusters
  Score: Raw -4610976.966267 + Penalty 5138.431450 = -4605838.534816
  nChanged 7
		SP:Iteration 59Q (6146.060000 sec): 3 clusters
  Score: Raw -4610978.380306 + Penalty 5138.431450 = -4605839.948855
  nChanged 5
		SP:Iteration 60F (6146.180000 sec): 3 clusters
  Score: Raw -4610979.178492 + Penalty 5138.431450 = -4605840.747041
  nChanged 2
		SP:Iteration 61Q (6146.270000 sec): 3 clusters
  Score: Raw -4610979.520312 + Penalty 5138.431450 = -4605841.088861
  nChanged 3
		SP:Iteration 62Q (6146.350000 sec): 3 clusters
  Score: Raw -4610980.152672 + Penalty 5138.431450 = -4605841.721221
  nChanged 4
		SP:Iteration 63Q (6146.440000 sec): 3 clusters
  Score: Raw -4610980.616572 + Penalty 5138.431450 = -4605842.185122
  nChanged 0
		SP:Iteration 64F (6146.560000 sec): 3 clusters
  Score: Raw -4610980.616572 + Penalty 5138.431450 = -4605842.185122
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6146.880000 sec): 2 clusters
  Score: Raw -14358984.401597 + Penalty 2852.096023 = -14356132.305574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6147.250000 sec): 3 clusters
  Score: Raw -14295541.318803 + Penalty 5704.192045 = -14289837.126757
  nChanged 46632
		SP:Iteration 1F (6147.620000 sec): 3 clusters
  Score: Raw -14322168.193453 + Penalty 5704.192045 = -14316464.001407
  nChanged 3316
		SP:Iteration 2Q (6147.990000 sec): 3 clusters
  Score: Raw -14323020.240922 + Penalty 5704.192045 = -14317316.048877
  nChanged 3706
		SP:Iteration 3Q (6148.370000 sec): 3 clusters
  Score: Raw -14324241.102240 + Penalty 5704.192045 = -14318536.910194
  nChanged 4661
		SP:Iteration 4Q (6148.740000 sec): 3 clusters
  Score: Raw -14326264.477993 + Penalty 5704.192045 = -14320560.285948
  nChanged 5926
		SP:Iteration 5F (6149.110000 sec): 3 clusters
  Score: Raw -14329647.425954 + Penalty 5704.192045 = -14323943.233909
  nChanged 7268
		SP:Iteration 6F (6149.470000 sec): 3 clusters
  Score: Raw -14334676.928272 + Penalty 5704.192045 = -14328972.736227
  nChanged 7798
		SP:Iteration 7F (6149.840000 sec): 3 clusters
  Score: Raw -14340749.062624 + Penalty 5704.192045 = -14335044.870579
  nChanged 7055
		SP:Iteration 8F (6150.200000 sec): 3 clusters
  Score: Raw -14346598.123043 + Penalty 5704.192045 = -14340893.930997
  nChanged 5590
		SP:Iteration 9F (6150.570000 sec): 3 clusters
  Score: Raw -14351303.870554 + Penalty 5704.192045 = -14345599.678509
  nChanged 3941
		SP:Iteration 10Q (6150.930000 sec): 3 clusters
  Score: Raw -14354640.233301 + Penalty 5704.192045 = -14348936.041255
  nChanged 2628
		SP:Iteration 11Q (6151.270000 sec): 3 clusters
  Score: Raw -14356758.788408 + Penalty 5704.192045 = -14351054.596363
  nChanged 1597
		SP:Iteration 12Q (6151.590000 sec): 3 clusters
  Score: Raw -14357962.324079 + Penalty 5704.192045 = -14352258.132034
  nChanged 991
		SP:Iteration 13Q (6151.890000 sec): 3 clusters
  Score: Raw -14358642.488213 + Penalty 5704.192045 = -14352938.296168
  nChanged 602
		SP:Iteration 14Q (6152.170000 sec): 3 clusters
  Score: Raw -14359021.354807 + Penalty 5704.192045 = -14353317.162762
  nChanged 392
		SP:Iteration 15Q (6152.450000 sec): 3 clusters
  Score: Raw -14359259.644534 + Penalty 5704.192045 = -14353555.452489
  nChanged 270
		SP:Iteration 16Q (6152.720000 sec): 3 clusters
  Score: Raw -14359411.472970 + Penalty 5704.192045 = -14353707.280925
  nChanged 167
		SP:Iteration 17Q (6152.980000 sec): 3 clusters
  Score: Raw -14359491.548245 + Penalty 5704.192045 = -14353787.356199
  nChanged 127
		SP:Iteration 18Q (6153.250000 sec): 3 clusters
  Score: Raw -14359552.601993 + Penalty 5704.192045 = -14353848.409948
  nChanged 87
		SP:Iteration 19Q (6153.510000 sec): 3 clusters
  Score: Raw -14359596.749384 + Penalty 5704.192045 = -14353892.557338
  nChanged 75
		SP:Iteration 20F (6153.870000 sec): 3 clusters
  Score: Raw -14359632.983095 + Penalty 5704.192045 = -14353928.791050
  nChanged 43
		SP:Iteration 21Q (6154.140000 sec): 3 clusters
  Score: Raw -14359651.111886 + Penalty 5704.192045 = -14353946.919841
  nChanged 35
		SP:Iteration 22Q (6154.400000 sec): 3 clusters
  Score: Raw -14359667.146273 + Penalty 5704.192045 = -14353962.954228
  nChanged 30
		SP:Iteration 23Q (6154.660000 sec): 3 clusters
  Score: Raw -14359680.252139 + Penalty 5704.192045 = -14353976.060093
  nChanged 28
		SP:Iteration 24Q (6154.920000 sec): 3 clusters
  Score: Raw -14359692.872795 + Penalty 5704.192045 = -14353988.680749
  nChanged 21
		SP:Iteration 25Q (6155.180000 sec): 3 clusters
  Score: Raw -14359702.954180 + Penalty 5704.192045 = -14353998.762135
  nChanged 22
		SP:Iteration 26Q (6155.440000 sec): 3 clusters
  Score: Raw -14359709.777540 + Penalty 5704.192045 = -14354005.585494
  nChanged 18
		SP:Iteration 27Q (6155.700000 sec): 3 clusters
  Score: Raw -14359715.645779 + Penalty 5704.192045 = -14354011.453734
  nChanged 9
		SP:Iteration 28Q (6155.960000 sec): 3 clusters
  Score: Raw -14359719.155745 + Penalty 5704.192045 = -14354014.963699
  nChanged 6
		SP:Iteration 29Q (6156.220000 sec): 3 clusters
  Score: Raw -14359720.797563 + Penalty 5704.192045 = -14354016.605517
  nChanged 8
		SP:Iteration 30Q (6156.470000 sec): 3 clusters
  Score: Raw -14359722.465552 + Penalty 5704.192045 = -14354018.273507
  nChanged 4
		SP:Iteration 31Q (6156.730000 sec): 3 clusters
  Score: Raw -14359724.041370 + Penalty 5704.192045 = -14354019.849324
  nChanged 7
		SP:Iteration 32Q (6156.990000 sec): 3 clusters
  Score: Raw -14359726.278569 + Penalty 5704.192045 = -14354022.086524
  nChanged 7
		SP:Iteration 33Q (6157.250000 sec): 3 clusters
  Score: Raw -14359728.630977 + Penalty 5704.192045 = -14354024.438932
  nChanged 6
		SP:Iteration 34Q (6157.500000 sec): 3 clusters
  Score: Raw -14359730.446365 + Penalty 5704.192045 = -14354026.254320
  nChanged 5
		SP:Iteration 35Q (6157.760000 sec): 3 clusters
  Score: Raw -14359731.970035 + Penalty 5704.192045 = -14354027.777990
  nChanged 4
		SP:Iteration 36Q (6158.020000 sec): 3 clusters
  Score: Raw -14359733.096226 + Penalty 5704.192045 = -14354028.904181
  nChanged 3
		SP:Iteration 37Q (6158.280000 sec): 3 clusters
  Score: Raw -14359734.488074 + Penalty 5704.192045 = -14354030.296028
  nChanged 4
		SP:Iteration 38Q (6158.540000 sec): 3 clusters
  Score: Raw -14359735.506073 + Penalty 5704.192045 = -14354031.314028
  nChanged 2
		SP:Iteration 39Q (6158.800000 sec): 3 clusters
  Score: Raw -14359735.885172 + Penalty 5704.192045 = -14354031.693126
  nChanged 1
		SP:Iteration 40F (6159.150000 sec): 3 clusters
  Score: Raw -14359736.346249 + Penalty 5704.192045 = -14354032.154204
  nChanged 1
		SP:Iteration 41Q (6159.410000 sec): 3 clusters
  Score: Raw -14359736.452177 + Penalty 5704.192045 = -14354032.260132
  nChanged 0
		SP:Iteration 42F (6159.770000 sec): 3 clusters
  Score: Raw -14359736.452177 + Penalty 5704.192045 = -14354032.260132
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (35958 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6159.900000 sec): 2 clusters
  Score: Raw -5574860.925316 + Penalty 2601.546504 = -5572259.378813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6160.040000 sec): 3 clusters
  Score: Raw -5553046.410932 + Penalty 5203.093007 = -5547843.317924
  nChanged 16210
		SP:Iteration 1F (6160.170000 sec): 3 clusters
  Score: Raw -5561834.573737 + Penalty 5203.093007 = -5556631.480730
  nChanged 1582
		SP:Iteration 2Q (6160.310000 sec): 3 clusters
  Score: Raw -5562330.128823 + Penalty 5203.093007 = -5557127.035816
  nChanged 1506
		SP:Iteration 3Q (6160.440000 sec): 3 clusters
  Score: Raw -5562830.112653 + Penalty 5203.093007 = -5557627.019645
  nChanged 1510
		SP:Iteration 4Q (6160.580000 sec): 3 clusters
  Score: Raw -5563341.323338 + Penalty 5203.093007 = -5558138.230331
  nChanged 1529
		SP:Iteration 5Q (6160.720000 sec): 3 clusters
  Score: Raw -5563936.910547 + Penalty 5203.093007 = -5558733.817539
  nChanged 1684
		SP:Iteration 6Q (6160.850000 sec): 3 clusters
  Score: Raw -5564749.981586 + Penalty 5203.093007 = -5559546.888579
  nChanged 2009
		SP:Iteration 7F (6160.980000 sec): 3 clusters
  Score: Raw -5565932.799465 + Penalty 5203.093007 = -5560729.706457
  nChanged 2346
		SP:Iteration 8F (6161.120000 sec): 3 clusters
  Score: Raw -5567664.837470 + Penalty 5203.093007 = -5562461.744462
  nChanged 2646
		SP:Iteration 9F (6161.250000 sec): 3 clusters
  Score: Raw -5569867.293126 + Penalty 5203.093007 = -5564664.200118
  nChanged 2261
		SP:Iteration 10F (6161.380000 sec): 3 clusters
  Score: Raw -5571824.023278 + Penalty 5203.093007 = -5566620.930271
  nChanged 1709
		SP:Iteration 11Q (6161.510000 sec): 3 clusters
  Score: Raw -5573323.739958 + Penalty 5203.093007 = -5568120.646950
  nChanged 1049
		SP:Iteration 12Q (6161.630000 sec): 3 clusters
  Score: Raw -5574208.938347 + Penalty 5203.093007 = -5569005.845340
  nChanged 551
		SP:Iteration 13Q (6161.740000 sec): 3 clusters
  Score: Raw -5574657.426664 + Penalty 5203.093007 = -5569454.333656
  nChanged 298
		SP:Iteration 14Q (6161.850000 sec): 3 clusters
  Score: Raw -5574903.750802 + Penalty 5203.093007 = -5569700.657794
  nChanged 171
		SP:Iteration 15Q (6161.960000 sec): 3 clusters
  Score: Raw -5575036.661835 + Penalty 5203.093007 = -5569833.568828
  nChanged 96
		SP:Iteration 16Q (6162.060000 sec): 3 clusters
  Score: Raw -5575105.966797 + Penalty 5203.093007 = -5569902.873789
  nChanged 41
		SP:Iteration 17Q (6162.160000 sec): 3 clusters
  Score: Raw -5575141.276316 + Penalty 5203.093007 = -5569938.183309
  nChanged 35
		SP:Iteration 18Q (6162.250000 sec): 3 clusters
  Score: Raw -5575173.873073 + Penalty 5203.093007 = -5569970.780066
  nChanged 31
		SP:Iteration 19Q (6162.350000 sec): 3 clusters
  Score: Raw -5575204.337619 + Penalty 5203.093007 = -5570001.244612
  nChanged 19
		SP:Iteration 20F (6162.480000 sec): 3 clusters
  Score: Raw -5575221.425043 + Penalty 5203.093007 = -5570018.332035
  nChanged 16
		SP:Iteration 21Q (6162.580000 sec): 3 clusters
  Score: Raw -5575234.438600 + Penalty 5203.093007 = -5570031.345593
  nChanged 13
		SP:Iteration 22Q (6162.670000 sec): 3 clusters
  Score: Raw -5575245.749999 + Penalty 5203.093007 = -5570042.656992
  nChanged 8
		SP:Iteration 23Q (6162.770000 sec): 3 clusters
  Score: Raw -5575252.869047 + Penalty 5203.093007 = -5570049.776040
  nChanged 7
		SP:Iteration 24Q (6162.860000 sec): 3 clusters
  Score: Raw -5575257.872443 + Penalty 5203.093007 = -5570054.779436
  nChanged 2
		SP:Iteration 25Q (6162.960000 sec): 3 clusters
  Score: Raw -5575259.244509 + Penalty 5203.093007 = -5570056.151502
  nChanged 1
		SP:Iteration 26Q (6163.060000 sec): 3 clusters
  Score: Raw -5575259.850822 + Penalty 5203.093007 = -5570056.757814
  nChanged 0
		SP:Iteration 27F (6163.180000 sec): 3 clusters
  Score: Raw -5575259.850822 + Penalty 5203.093007 = -5570056.757814
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6163.500000 sec): 2 clusters
  Score: Raw -14571645.785738 + Penalty 2851.814599 = -14568793.971140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6163.870000 sec): 3 clusters
  Score: Raw -14508350.427906 + Penalty 5703.629197 = -14502646.798709
  nChanged 46631
		SP:Iteration 1F (6164.240000 sec): 3 clusters
  Score: Raw -14535039.243784 + Penalty 5703.629197 = -14529335.614587
  nChanged 3606
		SP:Iteration 2Q (6164.610000 sec): 3 clusters
  Score: Raw -14536071.315018 + Penalty 5703.629197 = -14530367.685821
  nChanged 4158
		SP:Iteration 3Q (6164.980000 sec): 3 clusters
  Score: Raw -14537527.152963 + Penalty 5703.629197 = -14531823.523766
  nChanged 4925
		SP:Iteration 4Q (6165.360000 sec): 3 clusters
  Score: Raw -14539613.324783 + Penalty 5703.629197 = -14533909.695585
  nChanged 5749
		SP:Iteration 5F (6165.720000 sec): 3 clusters
  Score: Raw -14542583.617729 + Penalty 5703.629197 = -14536879.988532
  nChanged 6552
		SP:Iteration 6F (6166.090000 sec): 3 clusters
  Score: Raw -14546601.726693 + Penalty 5703.629197 = -14540898.097496
  nChanged 6995
		SP:Iteration 7F (6166.450000 sec): 3 clusters
  Score: Raw -14551461.959012 + Penalty 5703.629197 = -14545758.329815
  nChanged 6813
		SP:Iteration 8F (6166.820000 sec): 3 clusters
  Score: Raw -14556568.810663 + Penalty 5703.629197 = -14550865.181466
  nChanged 6057
		SP:Iteration 9F (6167.180000 sec): 3 clusters
  Score: Raw -14561402.250840 + Penalty 5703.629197 = -14555698.621643
  nChanged 4830
		SP:Iteration 10Q (6167.550000 sec): 3 clusters
  Score: Raw -14565405.455747 + Penalty 5703.629197 = -14559701.826550
  nChanged 3501
		SP:Iteration 11Q (6167.920000 sec): 3 clusters
  Score: Raw -14568327.792099 + Penalty 5703.629197 = -14562624.162902
  nChanged 2188
		SP:Iteration 12Q (6168.280000 sec): 3 clusters
  Score: Raw -14570063.050200 + Penalty 5703.629197 = -14564359.421003
  nChanged 1224
		SP:Iteration 13Q (6168.610000 sec): 3 clusters
  Score: Raw -14570974.625152 + Penalty 5703.629197 = -14565270.995955
  nChanged 671
		SP:Iteration 14Q (6168.910000 sec): 3 clusters
  Score: Raw -14571447.790461 + Penalty 5703.629197 = -14565744.161264
  nChanged 351
		SP:Iteration 15Q (6169.200000 sec): 3 clusters
  Score: Raw -14571694.462921 + Penalty 5703.629197 = -14565990.833724
  nChanged 197
		SP:Iteration 16Q (6169.480000 sec): 3 clusters
  Score: Raw -14571827.529987 + Penalty 5703.629197 = -14566123.900790
  nChanged 118
		SP:Iteration 17Q (6169.740000 sec): 3 clusters
  Score: Raw -14571912.173345 + Penalty 5703.629197 = -14566208.544148
  nChanged 74
		SP:Iteration 18Q (6170.010000 sec): 3 clusters
  Score: Raw -14571963.030696 + Penalty 5703.629197 = -14566259.401499
  nChanged 56
		SP:Iteration 19Q (6170.280000 sec): 3 clusters
  Score: Raw -14572000.885759 + Penalty 5703.629197 = -14566297.256562
  nChanged 40
		SP:Iteration 20F (6170.630000 sec): 3 clusters
  Score: Raw -14572032.039951 + Penalty 5703.629197 = -14566328.410754
  nChanged 35
		SP:Iteration 21Q (6170.900000 sec): 3 clusters
  Score: Raw -14572053.658851 + Penalty 5703.629197 = -14566350.029654
  nChanged 23
		SP:Iteration 22Q (6171.160000 sec): 3 clusters
  Score: Raw -14572065.922534 + Penalty 5703.629197 = -14566362.293337
  nChanged 19
		SP:Iteration 23Q (6171.420000 sec): 3 clusters
  Score: Raw -14572075.402697 + Penalty 5703.629197 = -14566371.773500
  nChanged 4
		SP:Iteration 24Q (6171.680000 sec): 3 clusters
  Score: Raw -14572076.649157 + Penalty 5703.629197 = -14566373.019960
  nChanged 2
		SP:Iteration 25Q (6171.940000 sec): 3 clusters
  Score: Raw -14572077.626648 + Penalty 5703.629197 = -14566373.997451
  nChanged 4
		SP:Iteration 26Q (6172.200000 sec): 3 clusters
  Score: Raw -14572078.759821 + Penalty 5703.629197 = -14566375.130624
  nChanged 1
		SP:Iteration 27Q (6172.460000 sec): 3 clusters
  Score: Raw -14572078.995340 + Penalty 5703.629197 = -14566375.366143
  nChanged 0
		SP:Iteration 28F (6172.820000 sec): 3 clusters
  Score: Raw -14572078.995340 + Penalty 5703.629197 = -14566375.366143
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6172.860000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6172.860000 sec): 3 clusters
  Score: Raw -22166.532876 + Penalty 2547.356025 = -19619.176851
  nChanged 7
		SP:Iteration 1Q (6172.860000 sec): 3 clusters
  Score: Raw -22198.481180 + Penalty 2547.356025 = -19651.125156
  nChanged 1
		SP:Iteration 2Q (6172.860000 sec): 3 clusters
  Score: Raw -22200.578093 + Penalty 2547.356025 = -19653.222068
  nChanged 0
		SP:Iteration 3F (6172.860000 sec): 3 clusters
  Score: Raw -22200.578093 + Penalty 2547.356025 = -19653.222068
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51085 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6173.040000 sec): 2 clusters
  Score: Raw -7502022.996858 + Penalty 2688.629055 = -7499334.367803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6173.230000 sec): 3 clusters
  Score: Raw -7470331.815752 + Penalty 5377.258111 = -7464954.557641
  nChanged 23560
		SP:Iteration 1F (6173.420000 sec): 3 clusters
  Score: Raw -7483317.507514 + Penalty 5377.258111 = -7477940.249403
  nChanged 2374
		SP:Iteration 2Q (6173.610000 sec): 3 clusters
  Score: Raw -7484174.832711 + Penalty 5377.258111 = -7478797.574600
  nChanged 2524
		SP:Iteration 3Q (6173.800000 sec): 3 clusters
  Score: Raw -7485175.902333 + Penalty 5377.258111 = -7479798.644222
  nChanged 2745
		SP:Iteration 4F (6173.990000 sec): 3 clusters
  Score: Raw -7486426.030820 + Penalty 5377.258111 = -7481048.772710
  nChanged 3007
		SP:Iteration 5F (6174.180000 sec): 3 clusters
  Score: Raw -7487970.643032 + Penalty 5377.258111 = -7482593.384921
  nChanged 3055
		SP:Iteration 6F (6174.370000 sec): 3 clusters
  Score: Raw -7489480.728886 + Penalty 5377.258111 = -7484103.470775
  nChanged 2802
		SP:Iteration 7F (6174.560000 sec): 3 clusters
  Score: Raw -7490799.300133 + Penalty 5377.258111 = -7485422.042022
  nChanged 2351
		SP:Iteration 8Q (6174.750000 sec): 3 clusters
  Score: Raw -7491764.114564 + Penalty 5377.258111 = -7486386.856453
  nChanged 1912
		SP:Iteration 9Q (6174.940000 sec): 3 clusters
  Score: Raw -7492545.698577 + Penalty 5377.258111 = -7487168.440466
  nChanged 1664
		SP:Iteration 10Q (6175.130000 sec): 3 clusters
  Score: Raw -7493300.277367 + Penalty 5377.258111 = -7487923.019256
  nChanged 1577
		SP:Iteration 11Q (6175.320000 sec): 3 clusters
  Score: Raw -7494125.076387 + Penalty 5377.258111 = -7488747.818276
  nChanged 1492
		SP:Iteration 12Q (6175.520000 sec): 3 clusters
  Score: Raw -7494998.029229 + Penalty 5377.258111 = -7489620.771118
  nChanged 1423
		SP:Iteration 13Q (6175.710000 sec): 3 clusters
  Score: Raw -7495907.646886 + Penalty 5377.258111 = -7490530.388775
  nChanged 1308
		SP:Iteration 14Q (6175.900000 sec): 3 clusters
  Score: Raw -7496752.201460 + Penalty 5377.258111 = -7491374.943349
  nChanged 1198
		SP:Iteration 15Q (6176.080000 sec): 3 clusters
  Score: Raw -7497437.032714 + Penalty 5377.258111 = -7492059.774603
  nChanged 1002
		SP:Iteration 16Q (6176.260000 sec): 3 clusters
  Score: Raw -7497956.026835 + Penalty 5377.258111 = -7492578.768724
  nChanged 874
		SP:Iteration 17Q (6176.430000 sec): 3 clusters
  Score: Raw -7498391.318715 + Penalty 5377.258111 = -7493014.060604
  nChanged 798
		SP:Iteration 18Q (6176.590000 sec): 3 clusters
  Score: Raw -7498759.716019 + Penalty 5377.258111 = -7493382.457908
  nChanged 748
		SP:Iteration 19Q (6176.750000 sec): 3 clusters
  Score: Raw -7499093.909767 + Penalty 5377.258111 = -7493716.651656
  nChanged 716
		SP:Iteration 20F (6176.940000 sec): 3 clusters
  Score: Raw -7499414.734377 + Penalty 5377.258111 = -7494037.476266
  nChanged 622
		SP:Iteration 21Q (6177.100000 sec): 3 clusters
  Score: Raw -7499682.801425 + Penalty 5377.258111 = -7494305.543314
  nChanged 573
		SP:Iteration 22Q (6177.250000 sec): 3 clusters
  Score: Raw -7499933.296244 + Penalty 5377.258111 = -7494556.038133
  nChanged 537
		SP:Iteration 23Q (6177.410000 sec): 3 clusters
  Score: Raw -7500169.574433 + Penalty 5377.258111 = -7494792.316322
  nChanged 505
		SP:Iteration 24Q (6177.560000 sec): 3 clusters
  Score: Raw -7500399.289445 + Penalty 5377.258111 = -7495022.031334
  nChanged 469
		SP:Iteration 25Q (6177.700000 sec): 3 clusters
  Score: Raw -7500608.316415 + Penalty 5377.258111 = -7495231.058304
  nChanged 394
		SP:Iteration 26Q (6177.850000 sec): 3 clusters
  Score: Raw -7500786.826704 + Penalty 5377.258111 = -7495409.568593
  nChanged 363
		SP:Iteration 27Q (6178.000000 sec): 3 clusters
  Score: Raw -7500947.236175 + Penalty 5377.258111 = -7495569.978064
  nChanged 321
		SP:Iteration 28Q (6178.140000 sec): 3 clusters
  Score: Raw -7501090.988299 + Penalty 5377.258111 = -7495713.730188
  nChanged 290
		SP:Iteration 29Q (6178.280000 sec): 3 clusters
  Score: Raw -7501215.515911 + Penalty 5377.258111 = -7495838.257800
  nChanged 234
		SP:Iteration 30Q (6178.430000 sec): 3 clusters
  Score: Raw -7501316.028067 + Penalty 5377.258111 = -7495938.769956
  nChanged 219
		SP:Iteration 31Q (6178.570000 sec): 3 clusters
  Score: Raw -7501413.074411 + Penalty 5377.258111 = -7496035.816300
  nChanged 186
		SP:Iteration 32Q (6178.710000 sec): 3 clusters
  Score: Raw -7501490.279232 + Penalty 5377.258111 = -7496113.021121
  nChanged 180
		SP:Iteration 33Q (6178.840000 sec): 3 clusters
  Score: Raw -7501570.816014 + Penalty 5377.258111 = -7496193.557903
  nChanged 179
		SP:Iteration 34Q (6178.980000 sec): 3 clusters
  Score: Raw -7501651.611025 + Penalty 5377.258111 = -7496274.352915
  nChanged 160
		SP:Iteration 35Q (6179.120000 sec): 3 clusters
  Score: Raw -7501730.901770 + Penalty 5377.258111 = -7496353.643659
  nChanged 141
		SP:Iteration 36Q (6179.260000 sec): 3 clusters
  Score: Raw -7501807.207797 + Penalty 5377.258111 = -7496429.949686
  nChanged 131
		SP:Iteration 37Q (6179.390000 sec): 3 clusters
  Score: Raw -7501876.345110 + Penalty 5377.258111 = -7496499.087000
  nChanged 111
		SP:Iteration 38Q (6179.530000 sec): 3 clusters
  Score: Raw -7501943.948512 + Penalty 5377.258111 = -7496566.690401
  nChanged 97
		SP:Iteration 39Q (6179.660000 sec): 3 clusters
  Score: Raw -7502000.493434 + Penalty 5377.258111 = -7496623.235324
  nChanged 87
		SP:Iteration 40F (6179.840000 sec): 3 clusters
  Score: Raw -7502055.401569 + Penalty 5377.258111 = -7496678.143459
  nChanged 70
		SP:Iteration 41Q (6179.980000 sec): 3 clusters
  Score: Raw -7502109.324040 + Penalty 5377.258111 = -7496732.065929
  nChanged 60
		SP:Iteration 42Q (6180.110000 sec): 3 clusters
  Score: Raw -7502146.012235 + Penalty 5377.258111 = -7496768.754124
  nChanged 54
		SP:Iteration 43Q (6180.240000 sec): 3 clusters
  Score: Raw -7502175.134511 + Penalty 5377.258111 = -7496797.876401
  nChanged 33
		SP:Iteration 44Q (6180.380000 sec): 3 clusters
  Score: Raw -7502194.474315 + Penalty 5377.258111 = -7496817.216205
  nChanged 29
		SP:Iteration 45Q (6180.510000 sec): 3 clusters
  Score: Raw -7502209.836929 + Penalty 5377.258111 = -7496832.578819
  nChanged 28
		SP:Iteration 46Q (6180.640000 sec): 3 clusters
  Score: Raw -7502227.341599 + Penalty 5377.258111 = -7496850.083488
  nChanged 18
		SP:Iteration 47Q (6180.770000 sec): 3 clusters
  Score: Raw -7502236.797346 + Penalty 5377.258111 = -7496859.539235
  nChanged 16
		SP:Iteration 48Q (6180.900000 sec): 3 clusters
  Score: Raw -7502246.048864 + Penalty 5377.258111 = -7496868.790753
  nChanged 16
		SP:Iteration 49Q (6181.040000 sec): 3 clusters
  Score: Raw -7502256.879518 + Penalty 5377.258111 = -7496879.621407
  nChanged 12
		SP:Iteration 50Q (6181.160000 sec): 3 clusters
  Score: Raw -7502263.293086 + Penalty 5377.258111 = -7496886.034975
  nChanged 3
		SP:Iteration 51Q (6181.300000 sec): 3 clusters
  Score: Raw -7502265.412989 + Penalty 5377.258111 = -7496888.154878
  nChanged 5
		SP:Iteration 52Q (6181.430000 sec): 3 clusters
  Score: Raw -7502269.680169 + Penalty 5377.258111 = -7496892.422058
  nChanged 11
		SP:Iteration 53Q (6181.560000 sec): 3 clusters
  Score: Raw -7502277.602384 + Penalty 5377.258111 = -7496900.344273
  nChanged 11
		SP:Iteration 54Q (6181.700000 sec): 3 clusters
  Score: Raw -7502282.909346 + Penalty 5377.258111 = -7496905.651236
  nChanged 11
		SP:Iteration 55Q (6181.830000 sec): 3 clusters
  Score: Raw -7502289.962826 + Penalty 5377.258111 = -7496912.704715
  nChanged 15
		SP:Iteration 56Q (6181.960000 sec): 3 clusters
  Score: Raw -7502298.522677 + Penalty 5377.258111 = -7496921.264566
  nChanged 9
		SP:Iteration 57Q (6182.100000 sec): 3 clusters
  Score: Raw -7502304.670010 + Penalty 5377.258111 = -7496927.411900
  nChanged 7
		SP:Iteration 58Q (6182.230000 sec): 3 clusters
  Score: Raw -7502308.767494 + Penalty 5377.258111 = -7496931.509383
  nChanged 5
		SP:Iteration 59Q (6182.360000 sec): 3 clusters
  Score: Raw -7502311.925234 + Penalty 5377.258111 = -7496934.667123
  nChanged 7
		SP:Iteration 60F (6182.540000 sec): 3 clusters
  Score: Raw -7502316.443849 + Penalty 5377.258111 = -7496939.185738
  nChanged 5
		SP:Iteration 61Q (6182.670000 sec): 3 clusters
  Score: Raw -7502318.955834 + Penalty 5377.258111 = -7496941.697723
  nChanged 3
		SP:Iteration 62Q (6182.800000 sec): 3 clusters
  Score: Raw -7502320.724549 + Penalty 5377.258111 = -7496943.466438
  nChanged 6
		SP:Iteration 63Q (6182.930000 sec): 3 clusters
  Score: Raw -7502323.543771 + Penalty 5377.258111 = -7496946.285661
  nChanged 6
		SP:Iteration 64Q (6183.070000 sec): 3 clusters
  Score: Raw -7502327.657164 + Penalty 5377.258111 = -7496950.399053
  nChanged 6
		SP:Iteration 65Q (6183.190000 sec): 3 clusters
  Score: Raw -7502332.215304 + Penalty 5377.258111 = -7496954.957193
  nChanged 6
		SP:Iteration 66Q (6183.330000 sec): 3 clusters
  Score: Raw -7502336.821486 + Penalty 5377.258111 = -7496959.563375
  nChanged 5
		SP:Iteration 67Q (6183.450000 sec): 3 clusters
  Score: Raw -7502340.623882 + Penalty 5377.258111 = -7496963.365771
  nChanged 8
		SP:Iteration 68Q (6183.590000 sec): 3 clusters
  Score: Raw -7502346.020322 + Penalty 5377.258111 = -7496968.762212
  nChanged 8
		SP:Iteration 69Q (6183.710000 sec): 3 clusters
  Score: Raw -7502351.423641 + Penalty 5377.258111 = -7496974.165530
  nChanged 5
		SP:Iteration 70Q (6183.840000 sec): 3 clusters
  Score: Raw -7502353.961556 + Penalty 5377.258111 = -7496976.703445
  nChanged 3
		SP:Iteration 71Q (6183.970000 sec): 3 clusters
  Score: Raw -7502355.651872 + Penalty 5377.258111 = -7496978.393761
  nChanged 4
		SP:Iteration 72Q (6184.100000 sec): 3 clusters
  Score: Raw -7502358.098854 + Penalty 5377.258111 = -7496980.840744
  nChanged 5
		SP:Iteration 73Q (6184.230000 sec): 3 clusters
  Score: Raw -7502360.006645 + Penalty 5377.258111 = -7496982.748535
  nChanged 1
		SP:Iteration 74Q (6184.370000 sec): 3 clusters
  Score: Raw -7502360.510682 + Penalty 5377.258111 = -7496983.252571
  nChanged 1
		SP:Iteration 75Q (6184.490000 sec): 3 clusters
  Score: Raw -7502360.916182 + Penalty 5377.258111 = -7496983.658071
  nChanged 2
		SP:Iteration 76Q (6184.630000 sec): 3 clusters
  Score: Raw -7502362.630459 + Penalty 5377.258111 = -7496985.372348
  nChanged 2
		SP:Iteration 77Q (6184.750000 sec): 3 clusters
  Score: Raw -7502364.427600 + Penalty 5377.258111 = -7496987.169489
  nChanged 5
		SP:Iteration 78Q (6184.890000 sec): 3 clusters
  Score: Raw -7502367.644727 + Penalty 5377.258111 = -7496990.386616
  nChanged 1
		SP:Iteration 79Q (6185.020000 sec): 3 clusters
  Score: Raw -7502368.488477 + Penalty 5377.258111 = -7496991.230366
  nChanged 2
		SP:Iteration 80F (6185.200000 sec): 3 clusters
  Score: Raw -7502369.447784 + Penalty 5377.258111 = -7496992.189673
  nChanged 1
		SP:Iteration 81Q (6185.330000 sec): 3 clusters
  Score: Raw -7502370.424937 + Penalty 5377.258111 = -7496993.166826
  nChanged 1
		SP:Iteration 82Q (6185.460000 sec): 3 clusters
  Score: Raw -7502371.038266 + Penalty 5377.258111 = -7496993.780156
  nChanged 0
		SP:Iteration 83F (6185.650000 sec): 3 clusters
  Score: Raw -7502371.038266 + Penalty 5377.258111 = -7496993.780156
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6185.680000 sec): 2 clusters
  Score: Raw -78986.204222 + Penalty 1532.644130 = -77453.560092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6185.690000 sec): 3 clusters
  Score: Raw -79217.831438 + Penalty 3065.288260 = -76152.543177
  nChanged 119
		SP:Iteration 1F (6185.690000 sec): 3 clusters
  Score: Raw -79635.929113 + Penalty 3065.288260 = -76570.640853
  nChanged 63
		SP:Iteration 2F (6185.690000 sec): 3 clusters
  Score: Raw -79893.827447 + Penalty 3065.288260 = -76828.539187
  nChanged 38
		SP:Iteration 3F (6185.690000 sec): 3 clusters
  Score: Raw -80072.279338 + Penalty 3065.288260 = -77006.991078
  nChanged 21
		SP:Iteration 4Q (6185.690000 sec): 3 clusters
  Score: Raw -80226.687993 + Penalty 3065.288260 = -77161.399733
  nChanged 13
		SP:Iteration 5Q (6185.700000 sec): 3 clusters
  Score: Raw -80287.556409 + Penalty 3065.288260 = -77222.268149
  nChanged 7
		SP:Iteration 6Q (6185.700000 sec): 3 clusters
  Score: Raw -80333.474441 + Penalty 3065.288260 = -77268.186181
  nChanged 3
		SP:Iteration 7Q (6185.700000 sec): 3 clusters
  Score: Raw -80360.869048 + Penalty 3065.288260 = -77295.580788
  nChanged 1
		SP:Iteration 8Q (6185.700000 sec): 3 clusters
  Score: Raw -80483.037019 + Penalty 3065.288260 = -77417.748759
  nChanged 0
		SP:Iteration 9F (6185.700000 sec): 3 clusters
  Score: Raw -80489.069462 + Penalty 3065.288260 = -77423.781202
  nChanged 1
		SP:Iteration 10Q (6185.700000 sec): 3 clusters
  Score: Raw -80523.534890 + Penalty 3065.288260 = -77458.246629
  nChanged 1
		SP:Iteration 11Q (6185.700000 sec): 3 clusters
  Score: Raw -80529.838655 + Penalty 3065.288260 = -77464.550395
  nChanged 0
		SP:Iteration 12F (6185.700000 sec): 3 clusters
  Score: Raw -80529.838655 + Penalty 3065.288260 = -77464.550395
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 39.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6185.710000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6185.720000 sec): 3 clusters
  Score: Raw -68237.580717 + Penalty 3055.958832 = -65181.621886
  nChanged 78
		SP:Iteration 1F (6185.720000 sec): 3 clusters
  Score: Raw -68407.692547 + Penalty 3055.958832 = -65351.733715
  nChanged 21
		SP:Iteration 2Q (6185.720000 sec): 3 clusters
  Score: Raw -68456.842693 + Penalty 3055.958832 = -65400.883861
  nChanged 12
		SP:Iteration 3Q (6185.720000 sec): 3 clusters
  Score: Raw -68504.374351 + Penalty 3055.958832 = -65448.415520
  nChanged 5
		SP:Iteration 4Q (6185.720000 sec): 3 clusters
  Score: Raw -68522.188610 + Penalty 3055.958832 = -65466.229778
  nChanged 2
		SP:Iteration 5Q (6185.720000 sec): 3 clusters
  Score: Raw -68524.514256 + Penalty 3055.958832 = -65468.555424
  nChanged 1
		SP:Iteration 6Q (6185.720000 sec): 3 clusters
  Score: Raw -68526.201818 + Penalty 3055.958832 = -65470.242986
  nChanged 1
		SP:Iteration 7Q (6185.730000 sec): 3 clusters
  Score: Raw -68528.865132 + Penalty 3055.958832 = -65472.906300
  nChanged 1
		SP:Iteration 8Q (6185.730000 sec): 3 clusters
  Score: Raw -68529.779011 + Penalty 3055.958832 = -65473.820179
  nChanged 0
		SP:Iteration 9F (6185.730000 sec): 3 clusters
  Score: Raw -68529.779011 + Penalty 3055.958832 = -65473.820179
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (268687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6186.620000 sec): 2 clusters
  Score: Raw -39759824.110697 + Penalty 3100.322998 = -39756723.787699
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6187.620000 sec): 3 clusters
  Score: Raw -39582317.790404 + Penalty 6200.645997 = -39576117.144408
  nChanged 129957
		SP:Iteration 1F (6188.620000 sec): 3 clusters
  Score: Raw -39658759.457768 + Penalty 6200.645997 = -39652558.811772
  nChanged 6659
		SP:Iteration 2Q (6189.660000 sec): 3 clusters
  Score: Raw -39659946.839804 + Penalty 6200.645997 = -39653746.193807
  nChanged 7047
		SP:Iteration 3Q (6190.670000 sec): 3 clusters
  Score: Raw -39661322.880103 + Penalty 6200.645997 = -39655122.234106
  nChanged 7429
		SP:Iteration 4Q (6191.690000 sec): 3 clusters
  Score: Raw -39662904.523588 + Penalty 6200.645997 = -39656703.877592
  nChanged 8079
		SP:Iteration 5Q (6192.710000 sec): 3 clusters
  Score: Raw -39664754.278929 + Penalty 6200.645997 = -39658553.632933
  nChanged 8494
		SP:Iteration 6Q (6193.730000 sec): 3 clusters
  Score: Raw -39666830.185824 + Penalty 6200.645997 = -39660629.539827
  nChanged 9056
		SP:Iteration 7Q (6194.750000 sec): 3 clusters
  Score: Raw -39669073.651718 + Penalty 6200.645997 = -39662873.005721
  nChanged 9149
		SP:Iteration 8Q (6195.760000 sec): 3 clusters
  Score: Raw -39671345.610728 + Penalty 6200.645997 = -39665144.964731
  nChanged 9276
		SP:Iteration 9Q (6196.780000 sec): 3 clusters
  Score: Raw -39673688.847347 + Penalty 6200.645997 = -39667488.201351
  nChanged 9044
		SP:Iteration 10Q (6197.790000 sec): 3 clusters
  Score: Raw -39675929.294174 + Penalty 6200.645997 = -39669728.648177
  nChanged 8793
		SP:Iteration 11Q (6198.810000 sec): 3 clusters
  Score: Raw -39678020.671191 + Penalty 6200.645997 = -39671820.025195
  nChanged 8407
		SP:Iteration 12Q (6199.830000 sec): 3 clusters
  Score: Raw -39680090.089585 + Penalty 6200.645997 = -39673889.443588
  nChanged 8548
		SP:Iteration 13Q (6200.850000 sec): 3 clusters
  Score: Raw -39682401.859178 + Penalty 6200.645997 = -39676201.213182
  nChanged 8986
		SP:Iteration 14Q (6201.860000 sec): 3 clusters
  Score: Raw -39685140.545063 + Penalty 6200.645997 = -39678939.899066
  nChanged 9821
		SP:Iteration 15Q (6202.880000 sec): 3 clusters
  Score: Raw -39688699.426847 + Penalty 6200.645997 = -39682498.780851
  nChanged 11235
		SP:Iteration 16Q (6203.880000 sec): 3 clusters
  Score: Raw -39693664.865328 + Penalty 6200.645997 = -39687464.219331
  nChanged 13261
		SP:Iteration 17Q (6204.900000 sec): 3 clusters
  Score: Raw -39700823.066675 + Penalty 6200.645997 = -39694622.420679
  nChanged 15200
		SP:Iteration 18F (6205.890000 sec): 3 clusters
  Score: Raw -39710583.298954 + Penalty 6200.645997 = -39704382.652957
  nChanged 16240
		SP:Iteration 19F (6206.880000 sec): 3 clusters
  Score: Raw -39722748.375957 + Penalty 6200.645997 = -39716547.729960
  nChanged 15339
		SP:Iteration 20F (6207.860000 sec): 3 clusters
  Score: Raw -39735771.702526 + Penalty 6200.645997 = -39729571.056530
  nChanged 12226
		SP:Iteration 21Q (6208.870000 sec): 3 clusters
  Score: Raw -39747210.845224 + Penalty 6200.645997 = -39741010.199228
  nChanged 7818
		SP:Iteration 22Q (6209.850000 sec): 3 clusters
  Score: Raw -39754764.794792 + Penalty 6200.645997 = -39748564.148795
  nChanged 3665
		SP:Iteration 23Q (6210.710000 sec): 3 clusters
  Score: Raw -39758240.307140 + Penalty 6200.645997 = -39752039.661143
  nChanged 1307
		SP:Iteration 24Q (6211.460000 sec): 3 clusters
  Score: Raw -39759476.101105 + Penalty 6200.645997 = -39753275.455108
  nChanged 378
		SP:Iteration 25Q (6212.150000 sec): 3 clusters
  Score: Raw -39759873.624997 + Penalty 6200.645997 = -39753672.979000
  nChanged 113
		SP:Iteration 26Q (6212.800000 sec): 3 clusters
  Score: Raw -39760020.532350 + Penalty 6200.645997 = -39753819.886353
  nChanged 48
		SP:Iteration 27Q (6213.470000 sec): 3 clusters
  Score: Raw -39760081.348954 + Penalty 6200.645997 = -39753880.702957
  nChanged 26
		SP:Iteration 28Q (6214.170000 sec): 3 clusters
  Score: Raw -39760116.621786 + Penalty 6200.645997 = -39753915.975789
  nChanged 16
		SP:Iteration 29Q (6214.850000 sec): 3 clusters
  Score: Raw -39760134.959247 + Penalty 6200.645997 = -39753934.313250
  nChanged 9
		SP:Iteration 30Q (6215.530000 sec): 3 clusters
  Score: Raw -39760148.255468 + Penalty 6200.645997 = -39753947.609471
  nChanged 14
		SP:Iteration 31Q (6216.210000 sec): 3 clusters
  Score: Raw -39760167.699288 + Penalty 6200.645997 = -39753967.053292
  nChanged 9
		SP:Iteration 32Q (6216.890000 sec): 3 clusters
  Score: Raw -39760179.799529 + Penalty 6200.645997 = -39753979.153533
  nChanged 8
		SP:Iteration 33Q (6217.560000 sec): 3 clusters
  Score: Raw -39760191.950321 + Penalty 6200.645997 = -39753991.304324
  nChanged 6
		SP:Iteration 34Q (6218.240000 sec): 3 clusters
  Score: Raw -39760199.636631 + Penalty 6200.645997 = -39753998.990635
  nChanged 9
		SP:Iteration 35Q (6218.920000 sec): 3 clusters
  Score: Raw -39760208.077561 + Penalty 6200.645997 = -39754007.431564
  nChanged 3
		SP:Iteration 36Q (6219.600000 sec): 3 clusters
  Score: Raw -39760210.756045 + Penalty 6200.645997 = -39754010.110049
  nChanged 1
		SP:Iteration 37Q (6220.270000 sec): 3 clusters
  Score: Raw -39760211.481424 + Penalty 6200.645997 = -39754010.835427
  nChanged 0
		SP:Iteration 38F (6221.250000 sec): 3 clusters
  Score: Raw -39760211.481424 + Penalty 6200.645997 = -39754010.835427
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6221.440000 sec): 2 clusters
  Score: Raw -5134074.891526 + Penalty 2584.644570 = -5131490.246956
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6221.570000 sec): 3 clusters
  Score: Raw -5113799.399414 + Penalty 5169.289140 = -5108630.110274
  nChanged 15125
		SP:Iteration 1F (6221.690000 sec): 3 clusters
  Score: Raw -5122174.879786 + Penalty 5169.289140 = -5117005.590646
  nChanged 1522
		SP:Iteration 2Q (6221.810000 sec): 3 clusters
  Score: Raw -5122663.940296 + Penalty 5169.289140 = -5117494.651156
  nChanged 1430
		SP:Iteration 3Q (6221.940000 sec): 3 clusters
  Score: Raw -5123152.652717 + Penalty 5169.289140 = -5117983.363577
  nChanged 1391
		SP:Iteration 4Q (6222.070000 sec): 3 clusters
  Score: Raw -5123696.593185 + Penalty 5169.289140 = -5118527.304045
  nChanged 1453
		SP:Iteration 5Q (6222.190000 sec): 3 clusters
  Score: Raw -5124327.850207 + Penalty 5169.289140 = -5119158.561067
  nChanged 1616
		SP:Iteration 6Q (6222.320000 sec): 3 clusters
  Score: Raw -5125107.307067 + Penalty 5169.289140 = -5119938.017927
  nChanged 1680
		SP:Iteration 7F (6222.450000 sec): 3 clusters
  Score: Raw -5126015.902550 + Penalty 5169.289140 = -5120846.613410
  nChanged 1828
		SP:Iteration 8F (6222.570000 sec): 3 clusters
  Score: Raw -5127071.340464 + Penalty 5169.289140 = -5121902.051324
  nChanged 1815
		SP:Iteration 9F (6222.690000 sec): 3 clusters
  Score: Raw -5128153.421403 + Penalty 5169.289140 = -5122984.132263
  nChanged 1768
		SP:Iteration 10F (6222.820000 sec): 3 clusters
  Score: Raw -5129191.615709 + Penalty 5169.289140 = -5124022.326569
  nChanged 1516
		SP:Iteration 11Q (6222.950000 sec): 3 clusters
  Score: Raw -5130104.002449 + Penalty 5169.289140 = -5124934.713309
  nChanged 1209
		SP:Iteration 12Q (6223.070000 sec): 3 clusters
  Score: Raw -5130778.941439 + Penalty 5169.289140 = -5125609.652299
  nChanged 889
		SP:Iteration 13Q (6223.190000 sec): 3 clusters
  Score: Raw -5131139.260749 + Penalty 5169.289140 = -5125969.971609
  nChanged 629
		SP:Iteration 14Q (6223.320000 sec): 3 clusters
  Score: Raw -5131346.290054 + Penalty 5169.289140 = -5126177.000914
  nChanged 514
		SP:Iteration 15Q (6223.440000 sec): 3 clusters
  Score: Raw -5131499.153720 + Penalty 5169.289140 = -5126329.864580
  nChanged 453
		SP:Iteration 16Q (6223.560000 sec): 3 clusters
  Score: Raw -5131625.274424 + Penalty 5169.289140 = -5126455.985284
  nChanged 434
		SP:Iteration 17Q (6223.680000 sec): 3 clusters
  Score: Raw -5131736.787959 + Penalty 5169.289140 = -5126567.498819
  nChanged 401
		SP:Iteration 18Q (6223.810000 sec): 3 clusters
  Score: Raw -5131846.911014 + Penalty 5169.289140 = -5126677.621874
  nChanged 416
		SP:Iteration 19Q (6223.920000 sec): 3 clusters
  Score: Raw -5131961.835288 + Penalty 5169.289140 = -5126792.546148
  nChanged 431
		SP:Iteration 20F (6224.050000 sec): 3 clusters
  Score: Raw -5132081.653709 + Penalty 5169.289140 = -5126912.364569
  nChanged 412
		SP:Iteration 21Q (6224.170000 sec): 3 clusters
  Score: Raw -5132190.393868 + Penalty 5169.289140 = -5127021.104728
  nChanged 417
		SP:Iteration 22Q (6224.290000 sec): 3 clusters
  Score: Raw -5132304.578836 + Penalty 5169.289140 = -5127135.289696
  nChanged 437
		SP:Iteration 23Q (6224.400000 sec): 3 clusters
  Score: Raw -5132433.409631 + Penalty 5169.289140 = -5127264.120491
  nChanged 439
		SP:Iteration 24Q (6224.520000 sec): 3 clusters
  Score: Raw -5132563.074124 + Penalty 5169.289140 = -5127393.784984
  nChanged 407
		SP:Iteration 25Q (6224.630000 sec): 3 clusters
  Score: Raw -5132678.956939 + Penalty 5169.289140 = -5127509.667799
  nChanged 368
		SP:Iteration 26Q (6224.750000 sec): 3 clusters
  Score: Raw -5132776.615194 + Penalty 5169.289140 = -5127607.326054
  nChanged 320
		SP:Iteration 27Q (6224.860000 sec): 3 clusters
  Score: Raw -5132860.000871 + Penalty 5169.289140 = -5127690.711731
  nChanged 297
		SP:Iteration 28Q (6224.970000 sec): 3 clusters
  Score: Raw -5132934.542620 + Penalty 5169.289140 = -5127765.253479
  nChanged 289
		SP:Iteration 29Q (6225.080000 sec): 3 clusters
  Score: Raw -5133011.528121 + Penalty 5169.289140 = -5127842.238981
  nChanged 293
		SP:Iteration 30Q (6225.190000 sec): 3 clusters
  Score: Raw -5133086.533706 + Penalty 5169.289140 = -5127917.244566
  nChanged 271
		SP:Iteration 31Q (6225.300000 sec): 3 clusters
  Score: Raw -5133158.692263 + Penalty 5169.289140 = -5127989.403123
  nChanged 260
		SP:Iteration 32Q (6225.410000 sec): 3 clusters
  Score: Raw -5133229.435067 + Penalty 5169.289140 = -5128060.145927
  nChanged 268
		SP:Iteration 33Q (6225.510000 sec): 3 clusters
  Score: Raw -5133301.864504 + Penalty 5169.289140 = -5128132.575364
  nChanged 243
		SP:Iteration 34Q (6225.620000 sec): 3 clusters
  Score: Raw -5133364.565549 + Penalty 5169.289140 = -5128195.276409
  nChanged 230
		SP:Iteration 35Q (6225.730000 sec): 3 clusters
  Score: Raw -5133419.926290 + Penalty 5169.289140 = -5128250.637149
  nChanged 206
		SP:Iteration 36Q (6225.830000 sec): 3 clusters
  Score: Raw -5133467.400723 + Penalty 5169.289140 = -5128298.111583
  nChanged 192
		SP:Iteration 37Q (6225.940000 sec): 3 clusters
  Score: Raw -5133511.620440 + Penalty 5169.289140 = -5128342.331300
  nChanged 163
		SP:Iteration 38Q (6226.040000 sec): 3 clusters
  Score: Raw -5133554.084450 + Penalty 5169.289140 = -5128384.795310
  nChanged 154
		SP:Iteration 39Q (6226.150000 sec): 3 clusters
  Score: Raw -5133592.555293 + Penalty 5169.289140 = -5128423.266153
  nChanged 136
		SP:Iteration 40F (6226.270000 sec): 3 clusters
  Score: Raw -5133623.125959 + Penalty 5169.289140 = -5128453.836819
  nChanged 127
		SP:Iteration 41Q (6226.370000 sec): 3 clusters
  Score: Raw -5133651.249624 + Penalty 5169.289140 = -5128481.960484
  nChanged 107
		SP:Iteration 42Q (6226.470000 sec): 3 clusters
  Score: Raw -5133673.460567 + Penalty 5169.289140 = -5128504.171427
  nChanged 86
		SP:Iteration 43Q (6226.580000 sec): 3 clusters
  Score: Raw -5133691.941910 + Penalty 5169.289140 = -5128522.652770
  nChanged 85
		SP:Iteration 44Q (6226.680000 sec): 3 clusters
  Score: Raw -5133708.306670 + Penalty 5169.289140 = -5128539.017530
  nChanged 81
		SP:Iteration 45Q (6226.780000 sec): 3 clusters
  Score: Raw -5133722.521941 + Penalty 5169.289140 = -5128553.232801
  nChanged 85
		SP:Iteration 46Q (6226.880000 sec): 3 clusters
  Score: Raw -5133740.044569 + Penalty 5169.289140 = -5128570.755429
  nChanged 98
		SP:Iteration 47Q (6226.980000 sec): 3 clusters
  Score: Raw -5133763.346441 + Penalty 5169.289140 = -5128594.057301
  nChanged 97
		SP:Iteration 48Q (6227.080000 sec): 3 clusters
  Score: Raw -5133790.481396 + Penalty 5169.289140 = -5128621.192256
  nChanged 95
		SP:Iteration 49Q (6227.180000 sec): 3 clusters
  Score: Raw -5133815.262451 + Penalty 5169.289140 = -5128645.973311
  nChanged 84
		SP:Iteration 50Q (6227.280000 sec): 3 clusters
  Score: Raw -5133839.232152 + Penalty 5169.289140 = -5128669.943012
  nChanged 70
		SP:Iteration 51Q (6227.370000 sec): 3 clusters
  Score: Raw -5133855.921472 + Penalty 5169.289140 = -5128686.632332
  nChanged 69
		SP:Iteration 52Q (6227.470000 sec): 3 clusters
  Score: Raw -5133870.286580 + Penalty 5169.289140 = -5128700.997440
  nChanged 55
		SP:Iteration 53Q (6227.570000 sec): 3 clusters
  Score: Raw -5133881.574851 + Penalty 5169.289140 = -5128712.285711
  nChanged 54
		SP:Iteration 54Q (6227.670000 sec): 3 clusters
  Score: Raw -5133892.369112 + Penalty 5169.289140 = -5128723.079972
  nChanged 39
		SP:Iteration 55Q (6227.770000 sec): 3 clusters
  Score: Raw -5133900.034144 + Penalty 5169.289140 = -5128730.745003
  nChanged 47
		SP:Iteration 56Q (6227.860000 sec): 3 clusters
  Score: Raw -5133910.106904 + Penalty 5169.289140 = -5128740.817764
  nChanged 42
		SP:Iteration 57Q (6227.960000 sec): 3 clusters
  Score: Raw -5133919.304619 + Penalty 5169.289140 = -5128750.015478
  nChanged 43
		SP:Iteration 58Q (6228.060000 sec): 3 clusters
  Score: Raw -5133929.100592 + Penalty 5169.289140 = -5128759.811451
  nChanged 45
		SP:Iteration 59Q (6228.150000 sec): 3 clusters
  Score: Raw -5133938.088453 + Penalty 5169.289140 = -5128768.799313
  nChanged 33
		SP:Iteration 60F (6228.280000 sec): 3 clusters
  Score: Raw -5133946.454079 + Penalty 5169.289140 = -5128777.164939
  nChanged 40
		SP:Iteration 61Q (6228.380000 sec): 3 clusters
  Score: Raw -5133953.733609 + Penalty 5169.289140 = -5128784.444469
  nChanged 32
		SP:Iteration 62Q (6228.470000 sec): 3 clusters
  Score: Raw -5133959.892222 + Penalty 5169.289140 = -5128790.603082
  nChanged 31
		SP:Iteration 63Q (6228.570000 sec): 3 clusters
  Score: Raw -5133968.630655 + Penalty 5169.289140 = -5128799.341515
  nChanged 37
		SP:Iteration 64Q (6228.660000 sec): 3 clusters
  Score: Raw -5133978.008088 + Penalty 5169.289140 = -5128808.718948
  nChanged 38
		SP:Iteration 65Q (6228.760000 sec): 3 clusters
  Score: Raw -5133986.588773 + Penalty 5169.289140 = -5128817.299633
  nChanged 47
		SP:Iteration 66Q (6228.850000 sec): 3 clusters
  Score: Raw -5134000.351871 + Penalty 5169.289140 = -5128831.062731
  nChanged 48
		SP:Iteration 67Q (6228.950000 sec): 3 clusters
  Score: Raw -5134013.914395 + Penalty 5169.289140 = -5128844.625255
  nChanged 49
		SP:Iteration 68Q (6229.050000 sec): 3 clusters
  Score: Raw -5134026.615647 + Penalty 5169.289140 = -5128857.326507
  nChanged 47
		SP:Iteration 69Q (6229.140000 sec): 3 clusters
  Score: Raw -5134037.477934 + Penalty 5169.289140 = -5128868.188794
  nChanged 42
		SP:Iteration 70Q (6229.230000 sec): 3 clusters
  Score: Raw -5134047.451327 + Penalty 5169.289140 = -5128878.162187
  nChanged 43
		SP:Iteration 71Q (6229.330000 sec): 3 clusters
  Score: Raw -5134057.729143 + Penalty 5169.289140 = -5128888.440003
  nChanged 31
		SP:Iteration 72Q (6229.420000 sec): 3 clusters
  Score: Raw -5134065.679452 + Penalty 5169.289140 = -5128896.390312
  nChanged 32
		SP:Iteration 73Q (6229.510000 sec): 3 clusters
  Score: Raw -5134074.079636 + Penalty 5169.289140 = -5128904.790496
  nChanged 36
		SP:Iteration 74Q (6229.610000 sec): 3 clusters
  Score: Raw -5134082.623168 + Penalty 5169.289140 = -5128913.334028
  nChanged 34
		SP:Iteration 75Q (6229.710000 sec): 3 clusters
  Score: Raw -5134092.171521 + Penalty 5169.289140 = -5128922.882381
  nChanged 27
		SP:Iteration 76Q (6229.800000 sec): 3 clusters
  Score: Raw -5134098.937712 + Penalty 5169.289140 = -5128929.648572
  nChanged 34
		SP:Iteration 77Q (6229.890000 sec): 3 clusters
  Score: Raw -5134107.390434 + Penalty 5169.289140 = -5128938.101294
  nChanged 30
		SP:Iteration 78Q (6229.990000 sec): 3 clusters
  Score: Raw -5134113.455975 + Penalty 5169.289140 = -5128944.166835
  nChanged 21
		SP:Iteration 79Q (6230.080000 sec): 3 clusters
  Score: Raw -5134118.863018 + Penalty 5169.289140 = -5128949.573878
  nChanged 26
		SP:Iteration 80F (6230.210000 sec): 3 clusters
  Score: Raw -5134126.168627 + Penalty 5169.289140 = -5128956.879487
  nChanged 35
		SP:Iteration 81Q (6230.300000 sec): 3 clusters
  Score: Raw -5134136.055066 + Penalty 5169.289140 = -5128966.765926
  nChanged 30
		SP:Iteration 82Q (6230.390000 sec): 3 clusters
  Score: Raw -5134146.153378 + Penalty 5169.289140 = -5128976.864238
  nChanged 37
		SP:Iteration 83Q (6230.490000 sec): 3 clusters
  Score: Raw -5134157.970444 + Penalty 5169.289140 = -5128988.681304
  nChanged 39
		SP:Iteration 84Q (6230.580000 sec): 3 clusters
  Score: Raw -5134170.764037 + Penalty 5169.289140 = -5129001.474897
  nChanged 42
		SP:Iteration 85Q (6230.680000 sec): 3 clusters
  Score: Raw -5134182.599816 + Penalty 5169.289140 = -5129013.310676
  nChanged 32
		SP:Iteration 86Q (6230.770000 sec): 3 clusters
  Score: Raw -5134191.185131 + Penalty 5169.289140 = -5129021.895991
  nChanged 27
		SP:Iteration 87Q (6230.860000 sec): 3 clusters
  Score: Raw -5134198.986069 + Penalty 5169.289140 = -5129029.696929
  nChanged 27
		SP:Iteration 88Q (6230.960000 sec): 3 clusters
  Score: Raw -5134207.144822 + Penalty 5169.289140 = -5129037.855682
  nChanged 32
		SP:Iteration 89Q (6231.050000 sec): 3 clusters
  Score: Raw -5134217.098593 + Penalty 5169.289140 = -5129047.809453
  nChanged 20
		SP:Iteration 90Q (6231.150000 sec): 3 clusters
  Score: Raw -5134222.228228 + Penalty 5169.289140 = -5129052.939088
  nChanged 17
		SP:Iteration 91Q (6231.240000 sec): 3 clusters
  Score: Raw -5134227.930444 + Penalty 5169.289140 = -5129058.641303
  nChanged 25
		SP:Iteration 92Q (6231.330000 sec): 3 clusters
  Score: Raw -5134236.537485 + Penalty 5169.289140 = -5129067.248345
  nChanged 15
		SP:Iteration 93Q (6231.420000 sec): 3 clusters
  Score: Raw -5134241.498028 + Penalty 5169.289140 = -5129072.208888
  nChanged 15
		SP:Iteration 94Q (6231.510000 sec): 3 clusters
  Score: Raw -5134245.650431 + Penalty 5169.289140 = -5129076.361290
  nChanged 19
		SP:Iteration 95Q (6231.610000 sec): 3 clusters
  Score: Raw -5134250.973622 + Penalty 5169.289140 = -5129081.684482
  nChanged 9
		SP:Iteration 96Q (6231.700000 sec): 3 clusters
  Score: Raw -5134253.144734 + Penalty 5169.289140 = -5129083.855594
  nChanged 13
		SP:Iteration 97Q (6231.790000 sec): 3 clusters
  Score: Raw -5134255.637418 + Penalty 5169.289140 = -5129086.348278
  nChanged 11
		SP:Iteration 98Q (6231.880000 sec): 3 clusters
  Score: Raw -5134258.995463 + Penalty 5169.289140 = -5129089.706323
  nChanged 11
		SP:Iteration 99Q (6231.970000 sec): 3 clusters
  Score: Raw -5134262.142460 + Penalty 5169.289140 = -5129092.853320
  nChanged 8
		SP:Iteration 100F (6232.100000 sec): 3 clusters
  Score: Raw -5134263.416508 + Penalty 5169.289140 = -5129094.127368
  nChanged 6
		SP:Iteration 101Q (6232.190000 sec): 3 clusters
  Score: Raw -5134264.273212 + Penalty 5169.289140 = -5129094.984072
  nChanged 2
		SP:Iteration 102Q (6232.280000 sec): 3 clusters
  Score: Raw -5134264.737830 + Penalty 5169.289140 = -5129095.448690
  nChanged 1
		SP:Iteration 103Q (6232.370000 sec): 3 clusters
  Score: Raw -5134264.923988 + Penalty 5169.289140 = -5129095.634848
  nChanged 2
		SP:Iteration 104Q (6232.460000 sec): 3 clusters
  Score: Raw -5134265.214323 + Penalty 5169.289140 = -5129095.925183
  nChanged 0
		SP:Iteration 105F (6232.590000 sec): 3 clusters
  Score: Raw -5134265.214323 + Penalty 5169.289140 = -5129095.925183
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.600000 sec): 2 clusters
  Score: Raw -140086.188840 + Penalty 1729.902654 = -138356.286186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.610000 sec): 3 clusters
  Score: Raw -139870.877243 + Penalty 3459.805308 = -136411.071935
  nChanged 277
		SP:Iteration 1F (6232.610000 sec): 3 clusters
  Score: Raw -140239.341389 + Penalty 3459.805308 = -136779.536081
  nChanged 103
		SP:Iteration 2F (6232.610000 sec): 3 clusters
  Score: Raw -140420.416957 + Penalty 3459.805308 = -136960.611649
  nChanged 55
		SP:Iteration 3F (6232.620000 sec): 3 clusters
  Score: Raw -140513.566924 + Penalty 3459.805308 = -137053.761616
  nChanged 41
		SP:Iteration 4Q (6232.620000 sec): 3 clusters
  Score: Raw -140575.550255 + Penalty 3459.805308 = -137115.744947
  nChanged 25
		SP:Iteration 5Q (6232.630000 sec): 3 clusters
  Score: Raw -140617.407253 + Penalty 3459.805308 = -137157.601945
  nChanged 13
		SP:Iteration 6Q (6232.630000 sec): 3 clusters
  Score: Raw -140631.511139 + Penalty 3459.805308 = -137171.705831
  nChanged 6
		SP:Iteration 7Q (6232.630000 sec): 3 clusters
  Score: Raw -140635.737743 + Penalty 3459.805308 = -137175.932435
  nChanged 2
		SP:Iteration 8Q (6232.640000 sec): 3 clusters
  Score: Raw -140638.632896 + Penalty 3459.805308 = -137178.827588
  nChanged 2
		SP:Iteration 9Q (6232.640000 sec): 3 clusters
  Score: Raw -140642.992765 + Penalty 3459.805308 = -137183.187457
  nChanged 4
		SP:Iteration 10Q (6232.650000 sec): 3 clusters
  Score: Raw -140647.184090 + Penalty 3459.805308 = -137187.378782
  nChanged 4
		SP:Iteration 11Q (6232.650000 sec): 3 clusters
  Score: Raw -140651.030159 + Penalty 3459.805308 = -137191.224851
  nChanged 2
		SP:Iteration 12Q (6232.650000 sec): 3 clusters
  Score: Raw -140653.845529 + Penalty 3459.805308 = -137194.040221
  nChanged 6
		SP:Iteration 13Q (6232.660000 sec): 3 clusters
  Score: Raw -140663.088723 + Penalty 3459.805308 = -137203.283415
  nChanged 1
		SP:Iteration 14Q (6232.660000 sec): 3 clusters
  Score: Raw -140664.583144 + Penalty 3459.805308 = -137204.777836
  nChanged 0
		SP:Iteration 15F (6232.660000 sec): 3 clusters
  Score: Raw -140664.583144 + Penalty 3459.805308 = -137204.777836
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.670000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.670000 sec): 3 clusters
  Score: Raw -31500.908097 + Penalty 2705.839273 = -28795.068824
  nChanged 23
		SP:Iteration 1F (6232.670000 sec): 3 clusters
  Score: Raw -31594.331919 + Penalty 2705.839273 = -28888.492646
  nChanged 5
		SP:Iteration 2Q (6232.670000 sec): 3 clusters
  Score: Raw -31613.004895 + Penalty 2705.839273 = -28907.165621
  nChanged 1
		SP:Iteration 3Q (6232.670000 sec): 3 clusters
  Score: Raw -31614.381126 + Penalty 2705.839273 = -28908.541853
  nChanged 1
		SP:Iteration 4Q (6232.670000 sec): 3 clusters
  Score: Raw -31616.955376 + Penalty 2705.839273 = -28911.116103
  nChanged 0
		SP:Iteration 5F (6232.670000 sec): 3 clusters
  Score: Raw -31616.955376 + Penalty 2705.839273 = -28911.116103
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.680000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.680000 sec): 3 clusters
  Score: Raw -77810.448411 + Penalty 3172.049753 = -74638.398658
  nChanged 140
		SP:Iteration 1F (6232.680000 sec): 3 clusters
  Score: Raw -78065.778629 + Penalty 3172.049753 = -74893.728876
  nChanged 40
		SP:Iteration 2F (6232.680000 sec): 3 clusters
  Score: Raw -78193.379241 + Penalty 3172.049753 = -75021.329488
  nChanged 25
		SP:Iteration 3Q (6232.690000 sec): 3 clusters
  Score: Raw -78268.059515 + Penalty 3172.049753 = -75096.009762
  nChanged 22
		SP:Iteration 4Q (6232.690000 sec): 3 clusters
  Score: Raw -78344.948445 + Penalty 3172.049753 = -75172.898692
  nChanged 20
		SP:Iteration 5Q (6232.690000 sec): 3 clusters
  Score: Raw -78452.028318 + Penalty 3172.049753 = -75279.978565
  nChanged 24
		SP:Iteration 6Q (6232.690000 sec): 3 clusters
  Score: Raw -78515.808832 + Penalty 3172.049753 = -75343.759079
  nChanged 17
		SP:Iteration 7Q (6232.690000 sec): 3 clusters
  Score: Raw -78568.724781 + Penalty 3172.049753 = -75396.675028
  nChanged 10
		SP:Iteration 8Q (6232.690000 sec): 3 clusters
  Score: Raw -78610.693854 + Penalty 3172.049753 = -75438.644101
  nChanged 9
		SP:Iteration 9Q (6232.700000 sec): 3 clusters
  Score: Raw -78637.975246 + Penalty 3172.049753 = -75465.925494
  nChanged 8
		SP:Iteration 10Q (6232.700000 sec): 3 clusters
  Score: Raw -78671.445116 + Penalty 3172.049753 = -75499.395363
  nChanged 7
		SP:Iteration 11Q (6232.700000 sec): 3 clusters
  Score: Raw -78701.182009 + Penalty 3172.049753 = -75529.132257
  nChanged 6
		SP:Iteration 12Q (6232.700000 sec): 3 clusters
  Score: Raw -78711.914194 + Penalty 3172.049753 = -75539.864441
  nChanged 1
		SP:Iteration 13Q (6232.700000 sec): 3 clusters
  Score: Raw -78714.395926 + Penalty 3172.049753 = -75542.346173
  nChanged 1
		SP:Iteration 14Q (6232.710000 sec): 3 clusters
  Score: Raw -78716.766428 + Penalty 3172.049753 = -75544.716675
  nChanged 0
		SP:Iteration 15F (6232.710000 sec): 3 clusters
  Score: Raw -78718.641815 + Penalty 3172.049753 = -75546.592062
  nChanged 1
		SP:Iteration 16Q (6232.710000 sec): 3 clusters
  Score: Raw -78728.663087 + Penalty 3172.049753 = -75556.613335
  nChanged 1
		SP:Iteration 17Q (6232.710000 sec): 3 clusters
  Score: Raw -78731.979907 + Penalty 3172.049753 = -75559.930154
  nChanged 4
		SP:Iteration 18Q (6232.710000 sec): 3 clusters
  Score: Raw -78749.636921 + Penalty 3172.049753 = -75577.587169
  nChanged 3
		SP:Iteration 19Q (6232.710000 sec): 3 clusters
  Score: Raw -78759.523445 + Penalty 3172.049753 = -75587.473693
  nChanged 1
		SP:Iteration 20F (6232.720000 sec): 3 clusters
  Score: Raw -78762.586284 + Penalty 3172.049753 = -75590.536531
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.720000 sec): 2 clusters
  Score: Raw -23101.134561 + Penalty 1344.292680 = -21756.841881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.720000 sec): 3 clusters
  Score: Raw -23460.858100 + Penalty 2688.585360 = -20772.272741
  nChanged 29
		SP:Iteration 1F (6232.720000 sec): 3 clusters
  Score: Raw -23890.270385 + Penalty 2688.585360 = -21201.685026
  nChanged 20
		SP:Iteration 2F (6232.720000 sec): 3 clusters
  Score: Raw -24031.537984 + Penalty 2688.585360 = -21342.952625
  nChanged 10
		SP:Iteration 3Q (6232.720000 sec): 3 clusters
  Score: Raw -24097.997112 + Penalty 2688.585360 = -21409.411752
  nChanged 2
		SP:Iteration 4Q (6232.730000 sec): 3 clusters
  Score: Raw -24107.572161 + Penalty 2688.585360 = -21418.986802
  nChanged 2
		SP:Iteration 5Q (6232.730000 sec): 3 clusters
  Score: Raw -24117.351175 + Penalty 2688.585360 = -21428.765815
  nChanged 1
		SP:Iteration 6Q (6232.730000 sec): 3 clusters
  Score: Raw -24119.734100 + Penalty 2688.585360 = -21431.148740
  nChanged 1
		SP:Iteration 7Q (6232.730000 sec): 3 clusters
  Score: Raw -24124.619875 + Penalty 2688.585360 = -21436.034515
  nChanged 1
		SP:Iteration 8Q (6232.730000 sec): 3 clusters
  Score: Raw -24131.978954 + Penalty 2688.585360 = -21443.393594
  nChanged 1
		SP:Iteration 9Q (6232.730000 sec): 3 clusters
  Score: Raw -24138.261455 + Penalty 2688.585360 = -21449.676096
  nChanged 1
		SP:Iteration 10Q (6232.730000 sec): 3 clusters
  Score: Raw -24146.045342 + Penalty 2688.585360 = -21457.459982
  nChanged 0
		SP:Iteration 11F (6232.730000 sec): 3 clusters
  Score: Raw -24146.045342 + Penalty 2688.585360 = -21457.459982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.730000 sec): 2 clusters
  Score: Raw -33429.954582 + Penalty 1392.055770 = -32037.898812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.730000 sec): 3 clusters
  Score: Raw -33626.373490 + Penalty 2784.111541 = -30842.261949
  nChanged 40
		SP:Iteration 1F (6232.730000 sec): 3 clusters
  Score: Raw -33829.745317 + Penalty 2784.111541 = -31045.633776
  nChanged 15
		SP:Iteration 2F (6232.740000 sec): 3 clusters
  Score: Raw -33979.894397 + Penalty 2784.111541 = -31195.782857
  nChanged 10
		SP:Iteration 3Q (6232.740000 sec): 3 clusters
  Score: Raw -34059.657927 + Penalty 2784.111541 = -31275.546386
  nChanged 14
		SP:Iteration 4F (6232.740000 sec): 3 clusters
  Score: Raw -34223.206581 + Penalty 2784.111541 = -31439.095040
  nChanged 9
		SP:Iteration 5Q (6232.740000 sec): 3 clusters
  Score: Raw -34320.378586 + Penalty 2784.111541 = -31536.267045
  nChanged 5
		SP:Iteration 6Q (6232.740000 sec): 3 clusters
  Score: Raw -34368.176431 + Penalty 2784.111541 = -31584.064890
  nChanged 2
		SP:Iteration 7Q (6232.740000 sec): 3 clusters
  Score: Raw -34381.371411 + Penalty 2784.111541 = -31597.259871
  nChanged 3
		SP:Iteration 8Q (6232.740000 sec): 3 clusters
  Score: Raw -34406.643666 + Penalty 2784.111541 = -31622.532125
  nChanged 1
		SP:Iteration 9Q (6232.740000 sec): 3 clusters
  Score: Raw -34412.973360 + Penalty 2784.111541 = -31628.861819
  nChanged 1
		SP:Iteration 10Q (6232.740000 sec): 3 clusters
  Score: Raw -34417.161115 + Penalty 2784.111541 = -31633.049574
  nChanged 3
		SP:Iteration 11Q (6232.750000 sec): 3 clusters
  Score: Raw -34447.606093 + Penalty 2784.111541 = -31663.494552
  nChanged 5
		SP:Iteration 12Q (6232.750000 sec): 3 clusters
  Score: Raw -34476.704280 + Penalty 2784.111541 = -31692.592739
  nChanged 1
		SP:Iteration 13Q (6232.750000 sec): 3 clusters
  Score: Raw -34480.261058 + Penalty 2784.111541 = -31696.149517
  nChanged 0
		SP:Iteration 14F (6232.750000 sec): 3 clusters
  Score: Raw -34480.261058 + Penalty 2784.111541 = -31696.149517
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.750000 sec): 2 clusters
  Score: Raw -29409.107282 + Penalty 1334.214544 = -28074.892739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.750000 sec): 3 clusters
  Score: Raw -29605.196379 + Penalty 2668.429087 = -26936.767292
  nChanged 15
		SP:Iteration 1F (6232.750000 sec): 3 clusters
  Score: Raw -29681.098528 + Penalty 2668.429087 = -27012.669441
  nChanged 4
		SP:Iteration 2Q (6232.750000 sec): 3 clusters
  Score: Raw -29710.914650 + Penalty 2668.429087 = -27042.485562
  nChanged 3
		SP:Iteration 3Q (6232.750000 sec): 3 clusters
  Score: Raw -29730.898062 + Penalty 2668.429087 = -27062.468974
  nChanged 0
		SP:Iteration 4F (6232.750000 sec): 3 clusters
  Score: Raw -29730.898062 + Penalty 2668.429087 = -27062.468974
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.760000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.760000 sec): 3 clusters
  Score: Raw -55104.189805 + Penalty 2975.472535 = -52128.717271
  nChanged 62
		SP:Iteration 1F (6232.760000 sec): 3 clusters
  Score: Raw -55230.032290 + Penalty 2975.472535 = -52254.559755
  nChanged 7
		SP:Iteration 2Q (6232.760000 sec): 3 clusters
  Score: Raw -55243.557658 + Penalty 2975.472535 = -52268.085123
  nChanged 1
		SP:Iteration 3Q (6232.770000 sec): 3 clusters
  Score: Raw -55245.543943 + Penalty 2975.472535 = -52270.071408
  nChanged 6
		SP:Iteration 4Q (6232.770000 sec): 3 clusters
  Score: Raw -55263.769637 + Penalty 2975.472535 = -52288.297102
  nChanged 4
		SP:Iteration 5Q (6232.770000 sec): 3 clusters
  Score: Raw -55281.299513 + Penalty 2975.472535 = -52305.826978
  nChanged 5
		SP:Iteration 6Q (6232.770000 sec): 3 clusters
  Score: Raw -55292.043205 + Penalty 2975.472535 = -52316.570671
  nChanged 1
		SP:Iteration 7Q (6232.770000 sec): 3 clusters
  Score: Raw -55294.019737 + Penalty 2975.472535 = -52318.547202
  nChanged 1
		SP:Iteration 8Q (6232.770000 sec): 3 clusters
  Score: Raw -55296.031873 + Penalty 2975.472535 = -52320.559339
  nChanged 2
		SP:Iteration 9Q (6232.770000 sec): 3 clusters
  Score: Raw -55299.979438 + Penalty 2975.472535 = -52324.506903
  nChanged 2
		SP:Iteration 10Q (6232.770000 sec): 3 clusters
  Score: Raw -55305.510522 + Penalty 2975.472535 = -52330.037987
  nChanged 2
		SP:Iteration 11Q (6232.770000 sec): 3 clusters
  Score: Raw -55310.081045 + Penalty 2975.472535 = -52334.608511
  nChanged 3
		SP:Iteration 12Q (6232.780000 sec): 3 clusters
  Score: Raw -55318.326304 + Penalty 2975.472535 = -52342.853770
  nChanged 1
		SP:Iteration 13Q (6232.780000 sec): 3 clusters
  Score: Raw -55319.745729 + Penalty 2975.472535 = -52344.273195
  nChanged 0
		SP:Iteration 14F (6232.780000 sec): 3 clusters
  Score: Raw -55319.745729 + Penalty 2975.472535 = -52344.273195
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.780000 sec): 2 clusters
  Score: Raw -22119.283038 + Penalty 1408.682807 = -20710.600231
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.790000 sec): 3 clusters
  Score: Raw -22499.667008 + Penalty 2817.365614 = -19682.301394
  nChanged 80
		SP:Iteration 1F (6232.790000 sec): 3 clusters
  Score: Raw -23032.045235 + Penalty 2817.365614 = -20214.679621
  nChanged 25
		SP:Iteration 2F (6232.790000 sec): 3 clusters
  Score: Raw -23221.937039 + Penalty 2817.365614 = -20404.571425
  nChanged 6
		SP:Iteration 3Q (6232.790000 sec): 3 clusters
  Score: Raw -23311.391313 + Penalty 2817.365614 = -20494.025699
  nChanged 7
		SP:Iteration 4Q (6232.790000 sec): 3 clusters
  Score: Raw -23390.043645 + Penalty 2817.365614 = -20572.678031
  nChanged 3
		SP:Iteration 5Q (6232.790000 sec): 3 clusters
  Score: Raw -23455.933005 + Penalty 2817.365614 = -20638.567391
  nChanged 3
		SP:Iteration 6Q (6232.790000 sec): 3 clusters
  Score: Raw -23495.886013 + Penalty 2817.365614 = -20678.520399
  nChanged 2
		SP:Iteration 7Q (6232.790000 sec): 3 clusters
  Score: Raw -23516.344653 + Penalty 2817.365614 = -20698.979039
  nChanged 1
		SP:Iteration 8Q (6232.790000 sec): 3 clusters
  Score: Raw -23525.858318 + Penalty 2817.365614 = -20708.492704
  nChanged 2
		SP:Iteration 9Q (6232.790000 sec): 3 clusters
  Score: Raw -23532.681445 + Penalty 2817.365614 = -20715.315831
  nChanged 1
		SP:Iteration 10Q (6232.790000 sec): 3 clusters
  Score: Raw -23535.517114 + Penalty 2817.365614 = -20718.151500
  nChanged 0
		SP:Iteration 11F (6232.790000 sec): 3 clusters
  Score: Raw -23535.517114 + Penalty 2817.365614 = -20718.151500
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 41.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.800000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.800000 sec): 3 clusters
  Score: Raw -29589.915498 + Penalty 2686.385799 = -26903.529699
  nChanged 16
		SP:Iteration 1F (6232.800000 sec): 3 clusters
  Score: Raw -29652.604532 + Penalty 2686.385799 = -26966.218732
  nChanged 5
		SP:Iteration 2Q (6232.800000 sec): 3 clusters
  Score: Raw -29679.225946 + Penalty 2686.385799 = -26992.840146
  nChanged 6
		SP:Iteration 3Q (6232.810000 sec): 3 clusters
  Score: Raw -29705.570251 + Penalty 2686.385799 = -27019.184452
  nChanged 1
		SP:Iteration 4Q (6232.810000 sec): 3 clusters
  Score: Raw -29708.190483 + Penalty 2686.385799 = -27021.804683
  nChanged 0
		SP:Iteration 5F (6232.810000 sec): 3 clusters
  Score: Raw -29708.190483 + Penalty 2686.385799 = -27021.804683
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.810000 sec): 2 clusters
  Score: Raw -45032.003494 + Penalty 1441.162966 = -43590.840528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.810000 sec): 3 clusters
  Score: Raw -45213.514455 + Penalty 2882.325933 = -42331.188522
  nChanged 54
		SP:Iteration 1F (6232.810000 sec): 3 clusters
  Score: Raw -45348.361253 + Penalty 2882.325933 = -42466.035320
  nChanged 14
		SP:Iteration 2Q (6232.810000 sec): 3 clusters
  Score: Raw -45404.548575 + Penalty 2882.325933 = -42522.222642
  nChanged 8
		SP:Iteration 3Q (6232.810000 sec): 3 clusters
  Score: Raw -45433.339200 + Penalty 2882.325933 = -42551.013267
  nChanged 3
		SP:Iteration 4Q (6232.810000 sec): 3 clusters
  Score: Raw -45455.442099 + Penalty 2882.325933 = -42573.116167
  nChanged 1
		SP:Iteration 5Q (6232.820000 sec): 3 clusters
  Score: Raw -45459.615095 + Penalty 2882.325933 = -42577.289162
  nChanged 3
		SP:Iteration 6Q (6232.820000 sec): 3 clusters
  Score: Raw -45477.106164 + Penalty 2882.325933 = -42594.780232
  nChanged 4
		SP:Iteration 7Q (6232.820000 sec): 3 clusters
  Score: Raw -45485.319800 + Penalty 2882.325933 = -42602.993867
  nChanged 2
		SP:Iteration 8Q (6232.820000 sec): 3 clusters
  Score: Raw -45492.723504 + Penalty 2882.325933 = -42610.397571
  nChanged 3
		SP:Iteration 9Q (6232.820000 sec): 3 clusters
  Score: Raw -45511.634301 + Penalty 2882.325933 = -42629.308369
  nChanged 2
		SP:Iteration 10Q (6232.820000 sec): 3 clusters
  Score: Raw -45514.336440 + Penalty 2882.325933 = -42632.010507
  nChanged 0
		SP:Iteration 11F (6232.820000 sec): 3 clusters
  Score: Raw -45514.336440 + Penalty 2882.325933 = -42632.010507
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.830000 sec): 2 clusters
  Score: Raw -55273.799370 + Penalty 1503.241316 = -53770.558054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.830000 sec): 3 clusters
  Score: Raw -55361.927155 + Penalty 3006.482632 = -52355.444524
  nChanged 73
		SP:Iteration 1F (6232.830000 sec): 3 clusters
  Score: Raw -55595.698655 + Penalty 3006.482632 = -52589.216024
  nChanged 21
		SP:Iteration 2Q (6232.830000 sec): 3 clusters
  Score: Raw -55672.322763 + Penalty 3006.482632 = -52665.840131
  nChanged 18
		SP:Iteration 3Q (6232.830000 sec): 3 clusters
  Score: Raw -55748.365637 + Penalty 3006.482632 = -52741.883005
  nChanged 8
		SP:Iteration 4Q (6232.830000 sec): 3 clusters
  Score: Raw -55795.896882 + Penalty 3006.482632 = -52789.414251
  nChanged 6
		SP:Iteration 5Q (6232.840000 sec): 3 clusters
  Score: Raw -55829.086493 + Penalty 3006.482632 = -52822.603861
  nChanged 8
		SP:Iteration 6Q (6232.840000 sec): 3 clusters
  Score: Raw -55900.259949 + Penalty 3006.482632 = -52893.777318
  nChanged 5
		SP:Iteration 7Q (6232.840000 sec): 3 clusters
  Score: Raw -55918.871893 + Penalty 3006.482632 = -52912.389261
  nChanged 4
		SP:Iteration 8Q (6232.840000 sec): 3 clusters
  Score: Raw -55937.370723 + Penalty 3006.482632 = -52930.888092
  nChanged 4
		SP:Iteration 9Q (6232.840000 sec): 3 clusters
  Score: Raw -55957.426958 + Penalty 3006.482632 = -52950.944326
  nChanged 2
		SP:Iteration 10Q (6232.840000 sec): 3 clusters
  Score: Raw -55963.205729 + Penalty 3006.482632 = -52956.723097
  nChanged 2
		SP:Iteration 11Q (6232.850000 sec): 3 clusters
  Score: Raw -55967.856955 + Penalty 3006.482632 = -52961.374323
  nChanged 3
		SP:Iteration 12Q (6232.850000 sec): 3 clusters
  Score: Raw -55972.874184 + Penalty 3006.482632 = -52966.391552
  nChanged 0
		SP:Iteration 13F (6232.850000 sec): 3 clusters
  Score: Raw -55972.874184 + Penalty 3006.482632 = -52966.391552
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 38 (221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.850000 sec): 2 clusters
  Score: Raw -26010.390594 + Penalty 1338.744350 = -24671.646244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.850000 sec): 3 clusters
  Score: Raw -26436.133167 + Penalty 2677.488700 = -23758.644467
  nChanged 37
		SP:Iteration 1F (6232.850000 sec): 3 clusters
  Score: Raw -26618.569373 + Penalty 2677.488700 = -23941.080673
  nChanged 9
		SP:Iteration 2Q (6232.850000 sec): 3 clusters
  Score: Raw -26743.668899 + Penalty 2677.488700 = -24066.180199
  nChanged 6
		SP:Iteration 3Q (6232.850000 sec): 3 clusters
  Score: Raw -26761.372577 + Penalty 2677.488700 = -24083.883877
  nChanged 3
		SP:Iteration 4Q (6232.850000 sec): 3 clusters
  Score: Raw -26772.010649 + Penalty 2677.488700 = -24094.521949
  nChanged 3
		SP:Iteration 5Q (6232.860000 sec): 3 clusters
  Score: Raw -26784.744679 + Penalty 2677.488700 = -24107.255979
  nChanged 5
		SP:Iteration 6Q (6232.860000 sec): 3 clusters
  Score: Raw -26804.117320 + Penalty 2677.488700 = -24126.628620
  nChanged 4
		SP:Iteration 7Q (6232.860000 sec): 3 clusters
  Score: Raw -26817.971002 + Penalty 2677.488700 = -24140.482302
  nChanged 3
		SP:Iteration 8Q (6232.860000 sec): 3 clusters
  Score: Raw -26834.917463 + Penalty 2677.488700 = -24157.428763
  nChanged 3
		SP:Iteration 9Q (6232.860000 sec): 3 clusters
  Score: Raw -26854.377079 + Penalty 2677.488700 = -24176.888379
  nChanged 5
		SP:Iteration 10Q (6232.860000 sec): 3 clusters
  Score: Raw -26881.349500 + Penalty 2677.488700 = -24203.860800
  nChanged 7
		SP:Iteration 11Q (6232.860000 sec): 3 clusters
  Score: Raw -26925.429994 + Penalty 2677.488700 = -24247.941294
  nChanged 6
		SP:Iteration 12Q (6232.860000 sec): 3 clusters
  Score: Raw -26965.719961 + Penalty 2677.488700 = -24288.231261
  nChanged 5
		SP:Iteration 13Q (6232.860000 sec): 3 clusters
  Score: Raw -26998.053548 + Penalty 2677.488700 = -24320.564848
  nChanged 1
		SP:Iteration 14Q (6232.860000 sec): 3 clusters
  Score: Raw -27008.866289 + Penalty 2677.488700 = -24331.377589
  nChanged 0
		SP:Iteration 15F (6232.860000 sec): 3 clusters
  Score: Raw -27009.170792 + Penalty 2677.488700 = -24331.682092
  nChanged 1
		SP:Iteration 16Q (6232.870000 sec): 3 clusters
  Score: Raw -27023.723017 + Penalty 2677.488700 = -24346.234318
  nChanged 0
		SP:Iteration 17F (6232.870000 sec): 3 clusters
  Score: Raw -27023.723017 + Penalty 2677.488700 = -24346.234318
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6232.870000 sec): 2 clusters
  Score: Raw -68776.888008 + Penalty 1547.588410 = -67229.299598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6232.870000 sec): 3 clusters
  Score: Raw -68861.797514 + Penalty 3095.176819 = -65766.620695
  nChanged 98
		SP:Iteration 1F (6232.870000 sec): 3 clusters
  Score: Raw -69067.284103 + Penalty 3095.176819 = -65972.107284
  nChanged 31
		SP:Iteration 2F (6232.870000 sec): 3 clusters
  Score: Raw -69144.059103 + Penalty 3095.176819 = -66048.882283
  nChanged 10
		SP:Iteration 3Q (6232.880000 sec): 3 clusters
  Score: Raw -69164.290701 + Penalty 3095.176819 = -66069.113882
  nChanged 4
		SP:Iteration 4Q (6232.880000 sec): 3 clusters
  Score: Raw -69173.529039 + Penalty 3095.176819 = -66078.352220
  nChanged 8
		SP:Iteration 5Q (6232.880000 sec): 3 clusters
  Score: Raw -69191.894947 + Penalty 3095.176819 = -66096.718128
  nChanged 5
		SP:Iteration 6Q (6232.880000 sec): 3 clusters
  Score: Raw -69206.843328 + Penalty 3095.176819 = -66111.666509
  nChanged 7
		SP:Iteration 7Q (6232.890000 sec): 3 clusters
  Score: Raw -69239.014275 + Penalty 3095.176819 = -66143.837456
  nChanged 8
		SP:Iteration 8Q (6232.890000 sec): 3 clusters
  Score: Raw -69280.404433 + Penalty 3095.176819 = -66185.227614
  nChanged 8
		SP:Iteration 9Q (6232.890000 sec): 3 clusters
  Score: Raw -69306.836131 + Penalty 3095.176819 = -66211.659311
  nChanged 3
		SP:Iteration 10Q (6232.890000 sec): 3 clusters
  Score: Raw -69312.623882 + Penalty 3095.176819 = -66217.447063
  nChanged 1
		SP:Iteration 11Q (6232.890000 sec): 3 clusters
  Score: Raw -69315.185820 + Penalty 3095.176819 = -66220.009001
  nChanged 1
		SP:Iteration 12Q (6232.890000 sec): 3 clusters
  Score: Raw -69317.842682 + Penalty 3095.176819 = -66222.665862
  nChanged 1
		SP:Iteration 13Q (6232.890000 sec): 3 clusters
  Score: Raw -69322.810721 + Penalty 3095.176819 = -66227.633902
  nChanged 1
		SP:Iteration 14Q (6232.890000 sec): 3 clusters
  Score: Raw -69324.231723 + Penalty 3095.176819 = -66229.054903
  nChanged 1
		SP:Iteration 15Q (6232.900000 sec): 3 clusters
  Score: Raw -69325.278118 + Penalty 3095.176819 = -66230.101299
  nChanged 0
		SP:Iteration 16F (6232.900000 sec): 3 clusters
  Score: Raw -69325.278118 + Penalty 3095.176819 = -66230.101299
  nChanged 0
Deleting Class 39 (359 points): Lose 2997.386500 but Gain 3374.686117
Iteration 179Q (6243.960000 sec): 41 clusters
  Score: Raw -117640985.137258 + Penalty 134987.444692 = -117505997.692566
  nChanged 384
Iteration 180F (6287.450000 sec): 41 clusters
  Score: Raw -117642208.657814 + Penalty 134987.444692 = -117507221.213122
  nChanged 157
Iteration 181Q (6298.410000 sec): 41 clusters
  Score: Raw -117642519.323695 + Penalty 134987.444692 = -117507531.879003
  nChanged 90
Iteration 182Q (6309.310000 sec): 41 clusters
  Score: Raw -117642611.319381 + Penalty 134987.444692 = -117507623.874689
  nChanged 45
Iteration 183Q (6320.200000 sec): 41 clusters
  Score: Raw -117642631.954084 + Penalty 134987.444692 = -117507644.509392
  nChanged 37
Iteration 184Q (6331.120000 sec): 41 clusters
  Score: Raw -117642647.032334 + Penalty 134987.444692 = -117507659.587642
  nChanged 23
Iteration 185Q (6341.810000 sec): 41 clusters
  Score: Raw -117642664.470348 + Penalty 134987.444692 = -117507677.025656
  nChanged 19
Iteration 186Q (6352.330000 sec): 41 clusters
  Score: Raw -117642671.352317 + Penalty 134987.444692 = -117507683.907625
  nChanged 23
Iteration 187Q (6362.890000 sec): 41 clusters
  Score: Raw -117642705.216646 + Penalty 134987.444692 = -117507717.771954
  nChanged 15
Iteration 188Q (6373.430000 sec): 41 clusters
  Score: Raw -117642715.362433 + Penalty 134987.444692 = -117507727.917741
  nChanged 11
Iteration 189Q (6384.000000 sec): 41 clusters
  Score: Raw -117642733.797918 + Penalty 134987.444692 = -117507746.353226
  nChanged 10
Iteration 190Q (6394.540000 sec): 41 clusters
  Score: Raw -117642741.641863 + Penalty 134987.444692 = -117507754.197171
  nChanged 8
Iteration 191Q (6405.080000 sec): 41 clusters
  Score: Raw -117642742.230345 + Penalty 134987.444692 = -117507754.785653
  nChanged 10
Iteration 192Q (6415.660000 sec): 41 clusters
  Score: Raw -117642742.446261 + Penalty 134987.444692 = -117507755.001569
  nChanged 15
Iteration 193Q (6426.210000 sec): 41 clusters
  Score: Raw -117642742.709418 + Penalty 134987.444692 = -117507755.264726
  nChanged 10
Iteration 194Q (6437.040000 sec): 41 clusters
  Score: Raw -117642743.069810 + Penalty 134987.444692 = -117507755.625118
  nChanged 9
Iteration 195Q (6447.970000 sec): 41 clusters
  Score: Raw -117642743.320188 + Penalty 134987.444692 = -117507755.875496
  nChanged 10
Iteration 196Q (6458.890000 sec): 41 clusters
  Score: Raw -117642744.108273 + Penalty 134987.444692 = -117507756.663581
  nChanged 7
Iteration 197Q (6469.780000 sec): 41 clusters
  Score: Raw -117642744.325489 + Penalty 134987.444692 = -117507756.880797
  nChanged 13
Iteration 198Q (6480.700000 sec): 41 clusters
  Score: Raw -117642744.645599 + Penalty 134987.444692 = -117507757.200907
  nChanged 16
Iteration 199Q (6491.590000 sec): 41 clusters
  Score: Raw -117642745.083986 + Penalty 134987.444692 = -117507757.639294
  nChanged 16
Iteration 200F (6535.170000 sec): 41 clusters
  Score: Raw -117642755.816002 + Penalty 134987.444692 = -117507768.371310
  nChanged 23
Iteration 201Q (6546.060000 sec): 41 clusters
  Score: Raw -117642933.444149 + Penalty 134987.444692 = -117507945.999457
  nChanged 31
Iteration 202Q (6556.970000 sec): 41 clusters
  Score: Raw -117643021.135640 + Penalty 134987.444692 = -117508033.690948
  nChanged 28
Iteration 203Q (6567.880000 sec): 41 clusters
  Score: Raw -117643038.994308 + Penalty 134987.444692 = -117508051.549616
  nChanged 24
Iteration 204Q (6578.800000 sec): 41 clusters
  Score: Raw -117643052.902826 + Penalty 134987.444692 = -117508065.458134
  nChanged 16
Iteration 205Q (6589.720000 sec): 41 clusters
  Score: Raw -117643053.199258 + Penalty 134987.444692 = -117508065.754566
  nChanged 19
Iteration 206Q (6600.630000 sec): 41 clusters
  Score: Raw -117643053.518853 + Penalty 134987.444692 = -117508066.074161
  nChanged 22
Iteration 207Q (6611.510000 sec): 41 clusters
  Score: Raw -117643053.876708 + Penalty 134987.444692 = -117508066.432016
  nChanged 23
Iteration 208Q (6622.390000 sec): 41 clusters
  Score: Raw -117643054.116067 + Penalty 134987.444692 = -117508066.671375
  nChanged 16
Iteration 209Q (6633.290000 sec): 41 clusters
  Score: Raw -117643054.358348 + Penalty 134987.444692 = -117508066.913656
  nChanged 12
Iteration 210Q (6644.180000 sec): 41 clusters
  Score: Raw -117643054.683746 + Penalty 134987.444692 = -117508067.239054
  nChanged 21
Iteration 211Q (6655.060000 sec): 41 clusters
  Score: Raw -117643054.984489 + Penalty 134987.444692 = -117508067.539797
  nChanged 15
Iteration 212Q (6665.950000 sec): 41 clusters
  Score: Raw -117643055.281357 + Penalty 134987.444692 = -117508067.836665
  nChanged 11
Iteration 213Q (6676.830000 sec): 41 clusters
  Score: Raw -117643055.428401 + Penalty 134987.444692 = -117508067.983709
  nChanged 7
Iteration 214Q (6687.730000 sec): 41 clusters
  Score: Raw -117643055.603816 + Penalty 134987.444692 = -117508068.159124
  nChanged 7
Iteration 215Q (6698.620000 sec): 41 clusters
  Score: Raw -117643055.712579 + Penalty 134987.444692 = -117508068.267887
  nChanged 5
Iteration 216Q (6709.560000 sec): 41 clusters
  Score: Raw -117643055.802514 + Penalty 134987.444692 = -117508068.357822
  nChanged 1
Iteration 217Q (6720.490000 sec): 41 clusters
  Score: Raw -117643055.817483 + Penalty 134987.444692 = -117508068.372791
  nChanged 2
Iteration 218Q (6731.400000 sec): 41 clusters
  Score: Raw -117643055.830250 + Penalty 134987.444692 = -117508068.385558
  nChanged 2
Writing temp clu file 
Because OldScore, -117508068.372791, is greater than current (better) Score,-117508068.385558 
 Compute initial score before splitting:   Score: Raw -117643055.830250 + Penalty 134987.444692 = -117508068.385558
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6731.540000 sec): 2 clusters
  Score: Raw -1048042.454021 + Penalty 2200.828394 = -1045841.625627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6731.570000 sec): 3 clusters
  Score: Raw -1044424.376365 + Penalty 4401.656787 = -1040022.719578
  nChanged 2820
		SP:Iteration 1F (6731.600000 sec): 3 clusters
  Score: Raw -1045969.885673 + Penalty 4401.656787 = -1041568.228886
  nChanged 532
		SP:Iteration 2F (6731.620000 sec): 3 clusters
  Score: Raw -1046232.869851 + Penalty 4401.656787 = -1041831.213064
  nChanged 357
		SP:Iteration 3Q (6731.650000 sec): 3 clusters
  Score: Raw -1046398.973173 + Penalty 4401.656787 = -1041997.316386
  nChanged 282
		SP:Iteration 4Q (6731.670000 sec): 3 clusters
  Score: Raw -1046536.774422 + Penalty 4401.656787 = -1042135.117635
  nChanged 245
		SP:Iteration 5Q (6731.700000 sec): 3 clusters
  Score: Raw -1046656.449947 + Penalty 4401.656787 = -1042254.793160
  nChanged 215
		SP:Iteration 6Q (6731.730000 sec): 3 clusters
  Score: Raw -1046759.076743 + Penalty 4401.656787 = -1042357.419956
  nChanged 214
		SP:Iteration 7Q (6731.750000 sec): 3 clusters
  Score: Raw -1046852.910694 + Penalty 4401.656787 = -1042451.253907
  nChanged 185
		SP:Iteration 8Q (6731.780000 sec): 3 clusters
  Score: Raw -1046934.153396 + Penalty 4401.656787 = -1042532.496609
  nChanged 169
		SP:Iteration 9Q (6731.800000 sec): 3 clusters
  Score: Raw -1047013.474814 + Penalty 4401.656787 = -1042611.818027
  nChanged 173
		SP:Iteration 10Q (6731.830000 sec): 3 clusters
  Score: Raw -1047090.630725 + Penalty 4401.656787 = -1042688.973938
  nChanged 156
		SP:Iteration 11Q (6731.860000 sec): 3 clusters
  Score: Raw -1047164.152142 + Penalty 4401.656787 = -1042762.495355
  nChanged 170
		SP:Iteration 12Q (6731.880000 sec): 3 clusters
  Score: Raw -1047247.441706 + Penalty 4401.656787 = -1042845.784919
  nChanged 177
		SP:Iteration 13Q (6731.910000 sec): 3 clusters
  Score: Raw -1047328.630348 + Penalty 4401.656787 = -1042926.973561
  nChanged 153
		SP:Iteration 14Q (6731.930000 sec): 3 clusters
  Score: Raw -1047396.727366 + Penalty 4401.656787 = -1042995.070579
  nChanged 148
		SP:Iteration 15Q (6731.960000 sec): 3 clusters
  Score: Raw -1047460.110543 + Penalty 4401.656787 = -1043058.453756
  nChanged 143
		SP:Iteration 16Q (6731.980000 sec): 3 clusters
  Score: Raw -1047517.111252 + Penalty 4401.656787 = -1043115.454465
  nChanged 112
		SP:Iteration 17Q (6732.010000 sec): 3 clusters
  Score: Raw -1047563.002992 + Penalty 4401.656787 = -1043161.346205
  nChanged 100
		SP:Iteration 18Q (6732.040000 sec): 3 clusters
  Score: Raw -1047602.773893 + Penalty 4401.656787 = -1043201.117106
  nChanged 87
		SP:Iteration 19Q (6732.060000 sec): 3 clusters
  Score: Raw -1047640.094305 + Penalty 4401.656787 = -1043238.437518
  nChanged 101
		SP:Iteration 20F (6732.090000 sec): 3 clusters
  Score: Raw -1047679.507276 + Penalty 4401.656787 = -1043277.850488
  nChanged 83
		SP:Iteration 21Q (6732.110000 sec): 3 clusters
  Score: Raw -1047708.090989 + Penalty 4401.656787 = -1043306.434202
  nChanged 78
		SP:Iteration 22Q (6732.140000 sec): 3 clusters
  Score: Raw -1047738.330570 + Penalty 4401.656787 = -1043336.673783
  nChanged 78
		SP:Iteration 23Q (6732.160000 sec): 3 clusters
  Score: Raw -1047767.844403 + Penalty 4401.656787 = -1043366.187616
  nChanged 79
		SP:Iteration 24Q (6732.190000 sec): 3 clusters
  Score: Raw -1047797.041549 + Penalty 4401.656787 = -1043395.384761
  nChanged 69
		SP:Iteration 25Q (6732.220000 sec): 3 clusters
  Score: Raw -1047830.148627 + Penalty 4401.656787 = -1043428.491840
  nChanged 81
		SP:Iteration 26Q (6732.240000 sec): 3 clusters
  Score: Raw -1047864.728482 + Penalty 4401.656787 = -1043463.071695
  nChanged 76
		SP:Iteration 27Q (6732.260000 sec): 3 clusters
  Score: Raw -1047897.906863 + Penalty 4401.656787 = -1043496.250076
  nChanged 64
		SP:Iteration 28Q (6732.290000 sec): 3 clusters
  Score: Raw -1047925.134426 + Penalty 4401.656787 = -1043523.477639
  nChanged 56
		SP:Iteration 29Q (6732.320000 sec): 3 clusters
  Score: Raw -1047946.819003 + Penalty 4401.656787 = -1043545.162216
  nChanged 44
		SP:Iteration 30Q (6732.340000 sec): 3 clusters
  Score: Raw -1047964.038738 + Penalty 4401.656787 = -1043562.381951
  nChanged 49
		SP:Iteration 31Q (6732.370000 sec): 3 clusters
  Score: Raw -1047984.105658 + Penalty 4401.656787 = -1043582.448871
  nChanged 38
		SP:Iteration 32Q (6732.390000 sec): 3 clusters
  Score: Raw -1047997.810285 + Penalty 4401.656787 = -1043596.153498
  nChanged 36
		SP:Iteration 33Q (6732.420000 sec): 3 clusters
  Score: Raw -1048013.421514 + Penalty 4401.656787 = -1043611.764727
  nChanged 29
		SP:Iteration 34Q (6732.440000 sec): 3 clusters
  Score: Raw -1048025.917007 + Penalty 4401.656787 = -1043624.260220
  nChanged 30
		SP:Iteration 35Q (6732.470000 sec): 3 clusters
  Score: Raw -1048038.319348 + Penalty 4401.656787 = -1043636.662561
  nChanged 33
		SP:Iteration 36Q (6732.490000 sec): 3 clusters
  Score: Raw -1048053.504252 + Penalty 4401.656787 = -1043651.847465
  nChanged 31
		SP:Iteration 37Q (6732.520000 sec): 3 clusters
  Score: Raw -1048071.017669 + Penalty 4401.656787 = -1043669.360882
  nChanged 37
		SP:Iteration 38Q (6732.540000 sec): 3 clusters
  Score: Raw -1048088.695756 + Penalty 4401.656787 = -1043687.038969
  nChanged 20
		SP:Iteration 39Q (6732.570000 sec): 3 clusters
  Score: Raw -1048098.199347 + Penalty 4401.656787 = -1043696.542560
  nChanged 21
		SP:Iteration 40F (6732.590000 sec): 3 clusters
  Score: Raw -1048107.637406 + Penalty 4401.656787 = -1043705.980619
  nChanged 18
		SP:Iteration 41Q (6732.620000 sec): 3 clusters
  Score: Raw -1048117.292199 + Penalty 4401.656787 = -1043715.635412
  nChanged 23
		SP:Iteration 42Q (6732.640000 sec): 3 clusters
  Score: Raw -1048129.618312 + Penalty 4401.656787 = -1043727.961525
  nChanged 20
		SP:Iteration 43Q (6732.670000 sec): 3 clusters
  Score: Raw -1048139.342200 + Penalty 4401.656787 = -1043737.685412
  nChanged 14
		SP:Iteration 44Q (6732.690000 sec): 3 clusters
  Score: Raw -1048146.596352 + Penalty 4401.656787 = -1043744.939565
  nChanged 19
		SP:Iteration 45Q (6732.720000 sec): 3 clusters
  Score: Raw -1048156.619165 + Penalty 4401.656787 = -1043754.962377
  nChanged 19
		SP:Iteration 46Q (6732.740000 sec): 3 clusters
  Score: Raw -1048167.850715 + Penalty 4401.656787 = -1043766.193928
  nChanged 21
		SP:Iteration 47Q (6732.770000 sec): 3 clusters
  Score: Raw -1048176.319376 + Penalty 4401.656787 = -1043774.662589
  nChanged 15
		SP:Iteration 48Q (6732.790000 sec): 3 clusters
  Score: Raw -1048183.644873 + Penalty 4401.656787 = -1043781.988085
  nChanged 13
		SP:Iteration 49Q (6732.820000 sec): 3 clusters
  Score: Raw -1048190.344717 + Penalty 4401.656787 = -1043788.687930
  nChanged 12
		SP:Iteration 50Q (6732.840000 sec): 3 clusters
  Score: Raw -1048194.248916 + Penalty 4401.656787 = -1043792.592129
  nChanged 9
		SP:Iteration 51Q (6732.860000 sec): 3 clusters
  Score: Raw -1048197.670111 + Penalty 4401.656787 = -1043796.013324
  nChanged 8
		SP:Iteration 52Q (6732.890000 sec): 3 clusters
  Score: Raw -1048201.176080 + Penalty 4401.656787 = -1043799.519293
  nChanged 5
		SP:Iteration 53Q (6732.910000 sec): 3 clusters
  Score: Raw -1048203.434301 + Penalty 4401.656787 = -1043801.777514
  nChanged 5
		SP:Iteration 54Q (6732.940000 sec): 3 clusters
  Score: Raw -1048204.761159 + Penalty 4401.656787 = -1043803.104372
  nChanged 4
		SP:Iteration 55Q (6732.960000 sec): 3 clusters
  Score: Raw -1048206.690418 + Penalty 4401.656787 = -1043805.033631
  nChanged 9
		SP:Iteration 56Q (6732.990000 sec): 3 clusters
  Score: Raw -1048210.298104 + Penalty 4401.656787 = -1043808.641316
  nChanged 5
		SP:Iteration 57Q (6733.020000 sec): 3 clusters
  Score: Raw -1048212.489329 + Penalty 4401.656787 = -1043810.832542
  nChanged 3
		SP:Iteration 58Q (6733.040000 sec): 3 clusters
  Score: Raw -1048213.993284 + Penalty 4401.656787 = -1043812.336497
  nChanged 1
		SP:Iteration 59Q (6733.070000 sec): 3 clusters
  Score: Raw -1048214.432047 + Penalty 4401.656787 = -1043812.775260
  nChanged 1
		SP:Iteration 60F (6733.090000 sec): 3 clusters
  Score: Raw -1048215.120827 + Penalty 4401.656787 = -1043813.464040
  nChanged 2
		SP:Iteration 61Q (6733.120000 sec): 3 clusters
  Score: Raw -1048216.666163 + Penalty 4401.656787 = -1043815.009375
  nChanged 3
		SP:Iteration 62Q (6733.140000 sec): 3 clusters
  Score: Raw -1048217.699178 + Penalty 4401.656787 = -1043816.042391
  nChanged 1
		SP:Iteration 63Q (6733.170000 sec): 3 clusters
  Score: Raw -1048217.941504 + Penalty 4401.656787 = -1043816.284717
  nChanged 0
		SP:Iteration 64F (6733.190000 sec): 3 clusters
  Score: Raw -1048217.941504 + Penalty 4401.656787 = -1043816.284717
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6733.210000 sec): 2 clusters
  Score: Raw -1060798.668335 + Penalty 2207.505127 = -1058591.163208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6733.240000 sec): 3 clusters
  Score: Raw -1056983.523501 + Penalty 4415.010255 = -1052568.513246
  nChanged 2947
		SP:Iteration 1F (6733.270000 sec): 3 clusters
  Score: Raw -1058596.487159 + Penalty 4415.010255 = -1054181.476904
  nChanged 564
		SP:Iteration 2F (6733.290000 sec): 3 clusters
  Score: Raw -1058898.482465 + Penalty 4415.010255 = -1054483.472210
  nChanged 403
		SP:Iteration 3F (6733.320000 sec): 3 clusters
  Score: Raw -1059091.882028 + Penalty 4415.010255 = -1054676.871773
  nChanged 306
		SP:Iteration 4Q (6733.350000 sec): 3 clusters
  Score: Raw -1059230.663093 + Penalty 4415.010255 = -1054815.652838
  nChanged 254
		SP:Iteration 5Q (6733.370000 sec): 3 clusters
  Score: Raw -1059348.450556 + Penalty 4415.010255 = -1054933.440302
  nChanged 243
		SP:Iteration 6Q (6733.400000 sec): 3 clusters
  Score: Raw -1059456.395922 + Penalty 4415.010255 = -1055041.385667
  nChanged 195
		SP:Iteration 7Q (6733.430000 sec): 3 clusters
  Score: Raw -1059538.857306 + Penalty 4415.010255 = -1055123.847051
  nChanged 172
		SP:Iteration 8Q (6733.450000 sec): 3 clusters
  Score: Raw -1059615.794794 + Penalty 4415.010255 = -1055200.784540
  nChanged 162
		SP:Iteration 9Q (6733.480000 sec): 3 clusters
  Score: Raw -1059686.183634 + Penalty 4415.010255 = -1055271.173379
  nChanged 176
		SP:Iteration 10Q (6733.510000 sec): 3 clusters
  Score: Raw -1059754.621454 + Penalty 4415.010255 = -1055339.611200
  nChanged 147
		SP:Iteration 11Q (6733.530000 sec): 3 clusters
  Score: Raw -1059815.116641 + Penalty 4415.010255 = -1055400.106386
  nChanged 137
		SP:Iteration 12Q (6733.560000 sec): 3 clusters
  Score: Raw -1059869.190460 + Penalty 4415.010255 = -1055454.180206
  nChanged 134
		SP:Iteration 13Q (6733.590000 sec): 3 clusters
  Score: Raw -1059927.900550 + Penalty 4415.010255 = -1055512.890295
  nChanged 139
		SP:Iteration 14Q (6733.610000 sec): 3 clusters
  Score: Raw -1059992.048164 + Penalty 4415.010255 = -1055577.037910
  nChanged 140
		SP:Iteration 15Q (6733.640000 sec): 3 clusters
  Score: Raw -1060056.672469 + Penalty 4415.010255 = -1055641.662215
  nChanged 154
		SP:Iteration 16Q (6733.670000 sec): 3 clusters
  Score: Raw -1060131.401048 + Penalty 4415.010255 = -1055716.390794
  nChanged 168
		SP:Iteration 17Q (6733.690000 sec): 3 clusters
  Score: Raw -1060222.706203 + Penalty 4415.010255 = -1055807.695948
  nChanged 172
		SP:Iteration 18Q (6733.720000 sec): 3 clusters
  Score: Raw -1060325.095348 + Penalty 4415.010255 = -1055910.085093
  nChanged 189
		SP:Iteration 19Q (6733.740000 sec): 3 clusters
  Score: Raw -1060429.284577 + Penalty 4415.010255 = -1056014.274322
  nChanged 140
		SP:Iteration 20F (6733.770000 sec): 3 clusters
  Score: Raw -1060495.409410 + Penalty 4415.010255 = -1056080.399156
  nChanged 126
		SP:Iteration 21Q (6733.790000 sec): 3 clusters
  Score: Raw -1060555.924803 + Penalty 4415.010255 = -1056140.914548
  nChanged 104
		SP:Iteration 22Q (6733.820000 sec): 3 clusters
  Score: Raw -1060611.851760 + Penalty 4415.010255 = -1056196.841506
  nChanged 103
		SP:Iteration 23Q (6733.850000 sec): 3 clusters
  Score: Raw -1060666.618495 + Penalty 4415.010255 = -1056251.608240
  nChanged 88
		SP:Iteration 24Q (6733.870000 sec): 3 clusters
  Score: Raw -1060709.695475 + Penalty 4415.010255 = -1056294.685220
  nChanged 71
		SP:Iteration 25Q (6733.900000 sec): 3 clusters
  Score: Raw -1060736.496224 + Penalty 4415.010255 = -1056321.485969
  nChanged 50
		SP:Iteration 26Q (6733.920000 sec): 3 clusters
  Score: Raw -1060752.710890 + Penalty 4415.010255 = -1056337.700635
  nChanged 43
		SP:Iteration 27Q (6733.950000 sec): 3 clusters
  Score: Raw -1060765.188574 + Penalty 4415.010255 = -1056350.178319
  nChanged 41
		SP:Iteration 28Q (6733.970000 sec): 3 clusters
  Score: Raw -1060781.867593 + Penalty 4415.010255 = -1056366.857338
  nChanged 38
		SP:Iteration 29Q (6734.000000 sec): 3 clusters
  Score: Raw -1060795.563226 + Penalty 4415.010255 = -1056380.552971
  nChanged 38
		SP:Iteration 30Q (6734.020000 sec): 3 clusters
  Score: Raw -1060806.207648 + Penalty 4415.010255 = -1056391.197394
  nChanged 36
		SP:Iteration 31Q (6734.050000 sec): 3 clusters
  Score: Raw -1060818.113047 + Penalty 4415.010255 = -1056403.102793
  nChanged 31
		SP:Iteration 32Q (6734.070000 sec): 3 clusters
  Score: Raw -1060826.610018 + Penalty 4415.010255 = -1056411.599763
  nChanged 25
		SP:Iteration 33Q (6734.100000 sec): 3 clusters
  Score: Raw -1060834.682970 + Penalty 4415.010255 = -1056419.672715
  nChanged 20
		SP:Iteration 34Q (6734.120000 sec): 3 clusters
  Score: Raw -1060842.037837 + Penalty 4415.010255 = -1056427.027583
  nChanged 25
		SP:Iteration 35Q (6734.150000 sec): 3 clusters
  Score: Raw -1060847.958006 + Penalty 4415.010255 = -1056432.947751
  nChanged 20
		SP:Iteration 36Q (6734.170000 sec): 3 clusters
  Score: Raw -1060853.157206 + Penalty 4415.010255 = -1056438.146951
  nChanged 14
		SP:Iteration 37Q (6734.200000 sec): 3 clusters
  Score: Raw -1060856.250444 + Penalty 4415.010255 = -1056441.240189
  nChanged 8
		SP:Iteration 38Q (6734.220000 sec): 3 clusters
  Score: Raw -1060858.007340 + Penalty 4415.010255 = -1056442.997086
  nChanged 3
		SP:Iteration 39Q (6734.250000 sec): 3 clusters
  Score: Raw -1060858.419563 + Penalty 4415.010255 = -1056443.409308
  nChanged 3
		SP:Iteration 40F (6734.270000 sec): 3 clusters
  Score: Raw -1060859.151133 + Penalty 4415.010255 = -1056444.140878
  nChanged 4
		SP:Iteration 41Q (6734.300000 sec): 3 clusters
  Score: Raw -1060860.106253 + Penalty 4415.010255 = -1056445.095998
  nChanged 3
		SP:Iteration 42Q (6734.330000 sec): 3 clusters
  Score: Raw -1060860.431113 + Penalty 4415.010255 = -1056445.420858
  nChanged 1
		SP:Iteration 43Q (6734.350000 sec): 3 clusters
  Score: Raw -1060860.562328 + Penalty 4415.010255 = -1056445.552073
  nChanged 1
		SP:Iteration 44Q (6734.370000 sec): 3 clusters
  Score: Raw -1060860.626349 + Penalty 4415.010255 = -1056445.616094
  nChanged 1
		SP:Iteration 45Q (6734.400000 sec): 3 clusters
  Score: Raw -1060860.686770 + Penalty 4415.010255 = -1056445.676515
  nChanged 1
		SP:Iteration 46Q (6734.420000 sec): 3 clusters
  Score: Raw -1060860.815944 + Penalty 4415.010255 = -1056445.805690
  nChanged 0
		SP:Iteration 47F (6734.450000 sec): 3 clusters
  Score: Raw -1060860.815944 + Penalty 4415.010255 = -1056445.805690
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6734.540000 sec): 2 clusters
  Score: Raw -4013511.325887 + Penalty 2532.029182 = -4010979.296705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6734.640000 sec): 3 clusters
  Score: Raw -3997253.397335 + Penalty 5064.058364 = -3992189.338971
  nChanged 12311
		SP:Iteration 1F (6734.740000 sec): 3 clusters
  Score: Raw -4003771.099468 + Penalty 5064.058364 = -3998707.041104
  nChanged 1250
		SP:Iteration 2Q (6734.850000 sec): 3 clusters
  Score: Raw -4004152.214045 + Penalty 5064.058364 = -3999088.155681
  nChanged 1075
		SP:Iteration 3Q (6734.950000 sec): 3 clusters
  Score: Raw -4004451.324243 + Penalty 5064.058364 = -3999387.265878
  nChanged 929
		SP:Iteration 4Q (6735.050000 sec): 3 clusters
  Score: Raw -4004693.504475 + Penalty 5064.058364 = -3999629.446111
  nChanged 812
		SP:Iteration 5Q (6735.150000 sec): 3 clusters
  Score: Raw -4004887.553128 + Penalty 5064.058364 = -3999823.494764
  nChanged 701
		SP:Iteration 6Q (6735.250000 sec): 3 clusters
  Score: Raw -4005065.149713 + Penalty 5064.058364 = -4000001.091349
  nChanged 681
		SP:Iteration 7Q (6735.350000 sec): 3 clusters
  Score: Raw -4005233.570830 + Penalty 5064.058364 = -4000169.512466
  nChanged 623
		SP:Iteration 8Q (6735.450000 sec): 3 clusters
  Score: Raw -4005399.834173 + Penalty 5064.058364 = -4000335.775809
  nChanged 627
		SP:Iteration 9Q (6735.560000 sec): 3 clusters
  Score: Raw -4005593.519000 + Penalty 5064.058364 = -4000529.460636
  nChanged 683
		SP:Iteration 10Q (6735.660000 sec): 3 clusters
  Score: Raw -4005853.039004 + Penalty 5064.058364 = -4000788.980639
  nChanged 831
		SP:Iteration 11Q (6735.760000 sec): 3 clusters
  Score: Raw -4006227.844146 + Penalty 5064.058364 = -4001163.785781
  nChanged 930
		SP:Iteration 12Q (6735.860000 sec): 3 clusters
  Score: Raw -4006718.627196 + Penalty 5064.058364 = -4001654.568832
  nChanged 1106
		SP:Iteration 13Q (6735.960000 sec): 3 clusters
  Score: Raw -4007406.822955 + Penalty 5064.058364 = -4002342.764590
  nChanged 1207
		SP:Iteration 14Q (6736.060000 sec): 3 clusters
  Score: Raw -4008235.279986 + Penalty 5064.058364 = -4003171.221622
  nChanged 1262
		SP:Iteration 15Q (6736.160000 sec): 3 clusters
  Score: Raw -4009186.673822 + Penalty 5064.058364 = -4004122.615458
  nChanged 1260
		SP:Iteration 16Q (6736.260000 sec): 3 clusters
  Score: Raw -4010176.182686 + Penalty 5064.058364 = -4005112.124322
  nChanged 1160
		SP:Iteration 17Q (6736.350000 sec): 3 clusters
  Score: Raw -4011035.386516 + Penalty 5064.058364 = -4005971.328152
  nChanged 952
		SP:Iteration 18Q (6736.440000 sec): 3 clusters
  Score: Raw -4011713.883775 + Penalty 5064.058364 = -4006649.825411
  nChanged 782
		SP:Iteration 19Q (6736.530000 sec): 3 clusters
  Score: Raw -4012260.889287 + Penalty 5064.058364 = -4007196.830923
  nChanged 617
		SP:Iteration 20F (6736.630000 sec): 3 clusters
  Score: Raw -4012689.941294 + Penalty 5064.058364 = -4007625.882929
  nChanged 476
		SP:Iteration 21Q (6736.710000 sec): 3 clusters
  Score: Raw -4013012.260500 + Penalty 5064.058364 = -4007948.202136
  nChanged 329
		SP:Iteration 22Q (6736.790000 sec): 3 clusters
  Score: Raw -4013229.637773 + Penalty 5064.058364 = -4008165.579409
  nChanged 249
		SP:Iteration 23Q (6736.870000 sec): 3 clusters
  Score: Raw -4013391.213885 + Penalty 5064.058364 = -4008327.155521
  nChanged 163
		SP:Iteration 24Q (6736.950000 sec): 3 clusters
  Score: Raw -4013499.780873 + Penalty 5064.058364 = -4008435.722509
  nChanged 116
		SP:Iteration 25Q (6737.020000 sec): 3 clusters
  Score: Raw -4013580.192415 + Penalty 5064.058364 = -4008516.134051
  nChanged 85
		SP:Iteration 26Q (6737.090000 sec): 3 clusters
  Score: Raw -4013633.859232 + Penalty 5064.058364 = -4008569.800867
  nChanged 51
		SP:Iteration 27Q (6737.170000 sec): 3 clusters
  Score: Raw -4013669.316675 + Penalty 5064.058364 = -4008605.258310
  nChanged 61
		SP:Iteration 28Q (6737.240000 sec): 3 clusters
  Score: Raw -4013718.141502 + Penalty 5064.058364 = -4008654.083138
  nChanged 41
		SP:Iteration 29Q (6737.310000 sec): 3 clusters
  Score: Raw -4013749.452844 + Penalty 5064.058364 = -4008685.394480
  nChanged 31
		SP:Iteration 30Q (6737.380000 sec): 3 clusters
  Score: Raw -4013772.661038 + Penalty 5064.058364 = -4008708.602674
  nChanged 34
		SP:Iteration 31Q (6737.450000 sec): 3 clusters
  Score: Raw -4013796.439405 + Penalty 5064.058364 = -4008732.381041
  nChanged 17
		SP:Iteration 32Q (6737.530000 sec): 3 clusters
  Score: Raw -4013809.064197 + Penalty 5064.058364 = -4008745.005833
  nChanged 11
		SP:Iteration 33Q (6737.590000 sec): 3 clusters
  Score: Raw -4013814.827890 + Penalty 5064.058364 = -4008750.769526
  nChanged 7
		SP:Iteration 34Q (6737.670000 sec): 3 clusters
  Score: Raw -4013819.526828 + Penalty 5064.058364 = -4008755.468464
  nChanged 10
		SP:Iteration 35Q (6737.740000 sec): 3 clusters
  Score: Raw -4013829.344710 + Penalty 5064.058364 = -4008765.286346
  nChanged 14
		SP:Iteration 36Q (6737.810000 sec): 3 clusters
  Score: Raw -4013840.754113 + Penalty 5064.058364 = -4008776.695749
  nChanged 8
		SP:Iteration 37Q (6737.880000 sec): 3 clusters
  Score: Raw -4013847.828905 + Penalty 5064.058364 = -4008783.770541
  nChanged 5
		SP:Iteration 38Q (6737.950000 sec): 3 clusters
  Score: Raw -4013850.701965 + Penalty 5064.058364 = -4008786.643601
  nChanged 5
		SP:Iteration 39Q (6738.020000 sec): 3 clusters
  Score: Raw -4013855.499946 + Penalty 5064.058364 = -4008791.441582
  nChanged 5
		SP:Iteration 40F (6738.110000 sec): 3 clusters
  Score: Raw -4013858.678203 + Penalty 5064.058364 = -4008794.619839
  nChanged 9
		SP:Iteration 41Q (6738.190000 sec): 3 clusters
  Score: Raw -4013864.596741 + Penalty 5064.058364 = -4008800.538376
  nChanged 6
		SP:Iteration 42Q (6738.260000 sec): 3 clusters
  Score: Raw -4013870.201449 + Penalty 5064.058364 = -4008806.143085
  nChanged 7
		SP:Iteration 43Q (6738.330000 sec): 3 clusters
  Score: Raw -4013876.001680 + Penalty 5064.058364 = -4008811.943316
  nChanged 6
		SP:Iteration 44Q (6738.400000 sec): 3 clusters
  Score: Raw -4013880.369217 + Penalty 5064.058364 = -4008816.310853
  nChanged 3
		SP:Iteration 45Q (6738.470000 sec): 3 clusters
  Score: Raw -4013883.151985 + Penalty 5064.058364 = -4008819.093621
  nChanged 5
		SP:Iteration 46Q (6738.540000 sec): 3 clusters
  Score: Raw -4013888.122267 + Penalty 5064.058364 = -4008824.063902
  nChanged 7
		SP:Iteration 47Q (6738.610000 sec): 3 clusters
  Score: Raw -4013893.434485 + Penalty 5064.058364 = -4008829.376121
  nChanged 8
		SP:Iteration 48Q (6738.680000 sec): 3 clusters
  Score: Raw -4013898.957004 + Penalty 5064.058364 = -4008834.898640
  nChanged 4
		SP:Iteration 49Q (6738.750000 sec): 3 clusters
  Score: Raw -4013901.916498 + Penalty 5064.058364 = -4008837.858133
  nChanged 4
		SP:Iteration 50Q (6738.820000 sec): 3 clusters
  Score: Raw -4013904.233402 + Penalty 5064.058364 = -4008840.175038
  nChanged 1
		SP:Iteration 51Q (6738.890000 sec): 3 clusters
  Score: Raw -4013904.645700 + Penalty 5064.058364 = -4008840.587336
  nChanged 0
		SP:Iteration 52F (6738.990000 sec): 3 clusters
  Score: Raw -4013904.645700 + Penalty 5064.058364 = -4008840.587336
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6739.060000 sec): 2 clusters
  Score: Raw -3334787.860779 + Penalty 2501.838032 = -3332286.022746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6739.150000 sec): 3 clusters
  Score: Raw -3320555.265943 + Penalty 5003.676065 = -3315551.589878
  nChanged 10692
		SP:Iteration 1F (6739.240000 sec): 3 clusters
  Score: Raw -3326361.402803 + Penalty 5003.676065 = -3321357.726739
  nChanged 1255
		SP:Iteration 2F (6739.330000 sec): 3 clusters
  Score: Raw -3326828.658046 + Penalty 5003.676065 = -3321824.981981
  nChanged 1119
		SP:Iteration 3Q (6739.420000 sec): 3 clusters
  Score: Raw -3327216.713232 + Penalty 5003.676065 = -3322213.037168
  nChanged 1011
		SP:Iteration 4Q (6739.500000 sec): 3 clusters
  Score: Raw -3327568.832484 + Penalty 5003.676065 = -3322565.156419
  nChanged 926
		SP:Iteration 5Q (6739.600000 sec): 3 clusters
  Score: Raw -3327902.679805 + Penalty 5003.676065 = -3322899.003741
  nChanged 912
		SP:Iteration 6Q (6739.680000 sec): 3 clusters
  Score: Raw -3328234.622215 + Penalty 5003.676065 = -3323230.946151
  nChanged 897
		SP:Iteration 7Q (6739.770000 sec): 3 clusters
  Score: Raw -3328567.129570 + Penalty 5003.676065 = -3323563.453506
  nChanged 891
		SP:Iteration 8Q (6739.860000 sec): 3 clusters
  Score: Raw -3328922.665157 + Penalty 5003.676065 = -3323918.989092
  nChanged 912
		SP:Iteration 9Q (6739.950000 sec): 3 clusters
  Score: Raw -3329334.003587 + Penalty 5003.676065 = -3324330.327522
  nChanged 948
		SP:Iteration 10Q (6740.040000 sec): 3 clusters
  Score: Raw -3329786.233200 + Penalty 5003.676065 = -3324782.557136
  nChanged 962
		SP:Iteration 11Q (6740.130000 sec): 3 clusters
  Score: Raw -3330250.905532 + Penalty 5003.676065 = -3325247.229467
  nChanged 916
		SP:Iteration 12Q (6740.220000 sec): 3 clusters
  Score: Raw -3330730.975100 + Penalty 5003.676065 = -3325727.299036
  nChanged 907
		SP:Iteration 13Q (6740.300000 sec): 3 clusters
  Score: Raw -3331189.359672 + Penalty 5003.676065 = -3326185.683607
  nChanged 796
		SP:Iteration 14Q (6740.390000 sec): 3 clusters
  Score: Raw -3331563.897505 + Penalty 5003.676065 = -3326560.221441
  nChanged 715
		SP:Iteration 15Q (6740.480000 sec): 3 clusters
  Score: Raw -3331865.504108 + Penalty 5003.676065 = -3326861.828043
  nChanged 578
		SP:Iteration 16Q (6740.560000 sec): 3 clusters
  Score: Raw -3332073.054576 + Penalty 5003.676065 = -3327069.378512
  nChanged 464
		SP:Iteration 17Q (6740.650000 sec): 3 clusters
  Score: Raw -3332204.950255 + Penalty 5003.676065 = -3327201.274190
  nChanged 343
		SP:Iteration 18Q (6740.740000 sec): 3 clusters
  Score: Raw -3332296.147490 + Penalty 5003.676065 = -3327292.471425
  nChanged 262
		SP:Iteration 19Q (6740.820000 sec): 3 clusters
  Score: Raw -3332362.356236 + Penalty 5003.676065 = -3327358.680171
  nChanged 235
		SP:Iteration 20F (6740.910000 sec): 3 clusters
  Score: Raw -3332416.850713 + Penalty 5003.676065 = -3327413.174648
  nChanged 203
		SP:Iteration 21Q (6741.000000 sec): 3 clusters
  Score: Raw -3332456.866154 + Penalty 5003.676065 = -3327453.190090
  nChanged 171
		SP:Iteration 22Q (6741.080000 sec): 3 clusters
  Score: Raw -3332487.613296 + Penalty 5003.676065 = -3327483.937232
  nChanged 143
		SP:Iteration 23Q (6741.170000 sec): 3 clusters
  Score: Raw -3332511.061466 + Penalty 5003.676065 = -3327507.385402
  nChanged 132
		SP:Iteration 24Q (6741.250000 sec): 3 clusters
  Score: Raw -3332529.791616 + Penalty 5003.676065 = -3327526.115551
  nChanged 123
		SP:Iteration 25Q (6741.340000 sec): 3 clusters
  Score: Raw -3332550.213614 + Penalty 5003.676065 = -3327546.537549
  nChanged 137
		SP:Iteration 26Q (6741.420000 sec): 3 clusters
  Score: Raw -3332571.546788 + Penalty 5003.676065 = -3327567.870723
  nChanged 124
		SP:Iteration 27Q (6741.500000 sec): 3 clusters
  Score: Raw -3332589.471796 + Penalty 5003.676065 = -3327585.795731
  nChanged 117
		SP:Iteration 28Q (6741.590000 sec): 3 clusters
  Score: Raw -3332611.079779 + Penalty 5003.676065 = -3327607.403715
  nChanged 138
		SP:Iteration 29Q (6741.680000 sec): 3 clusters
  Score: Raw -3332636.790838 + Penalty 5003.676065 = -3327633.114773
  nChanged 143
		SP:Iteration 30Q (6741.760000 sec): 3 clusters
  Score: Raw -3332667.435131 + Penalty 5003.676065 = -3327663.759066
  nChanged 154
		SP:Iteration 31Q (6741.840000 sec): 3 clusters
  Score: Raw -3332704.256612 + Penalty 5003.676065 = -3327700.580548
  nChanged 150
		SP:Iteration 32Q (6741.930000 sec): 3 clusters
  Score: Raw -3332736.753209 + Penalty 5003.676065 = -3327733.077145
  nChanged 162
		SP:Iteration 33Q (6742.010000 sec): 3 clusters
  Score: Raw -3332769.737243 + Penalty 5003.676065 = -3327766.061179
  nChanged 156
		SP:Iteration 34Q (6742.090000 sec): 3 clusters
  Score: Raw -3332800.010662 + Penalty 5003.676065 = -3327796.334597
  nChanged 161
		SP:Iteration 35Q (6742.180000 sec): 3 clusters
  Score: Raw -3332832.241648 + Penalty 5003.676065 = -3327828.565583
  nChanged 160
		SP:Iteration 36Q (6742.260000 sec): 3 clusters
  Score: Raw -3332861.714746 + Penalty 5003.676065 = -3327858.038681
  nChanged 143
		SP:Iteration 37Q (6742.340000 sec): 3 clusters
  Score: Raw -3332888.579453 + Penalty 5003.676065 = -3327884.903388
  nChanged 131
		SP:Iteration 38Q (6742.430000 sec): 3 clusters
  Score: Raw -3332914.029049 + Penalty 5003.676065 = -3327910.352984
  nChanged 136
		SP:Iteration 39Q (6742.510000 sec): 3 clusters
  Score: Raw -3332940.668609 + Penalty 5003.676065 = -3327936.992545
  nChanged 129
		SP:Iteration 40F (6742.600000 sec): 3 clusters
  Score: Raw -3332966.128018 + Penalty 5003.676065 = -3327962.451953
  nChanged 145
		SP:Iteration 41Q (6742.680000 sec): 3 clusters
  Score: Raw -3332998.712147 + Penalty 5003.676065 = -3327995.036082
  nChanged 149
		SP:Iteration 42Q (6742.770000 sec): 3 clusters
  Score: Raw -3333036.049462 + Penalty 5003.676065 = -3328032.373397
  nChanged 155
		SP:Iteration 43Q (6742.850000 sec): 3 clusters
  Score: Raw -3333068.564574 + Penalty 5003.676065 = -3328064.888509
  nChanged 154
		SP:Iteration 44Q (6742.930000 sec): 3 clusters
  Score: Raw -3333099.190369 + Penalty 5003.676065 = -3328095.514304
  nChanged 136
		SP:Iteration 45Q (6743.020000 sec): 3 clusters
  Score: Raw -3333124.021653 + Penalty 5003.676065 = -3328120.345589
  nChanged 133
		SP:Iteration 46Q (6743.100000 sec): 3 clusters
  Score: Raw -3333143.822078 + Penalty 5003.676065 = -3328140.146014
  nChanged 111
		SP:Iteration 47Q (6743.180000 sec): 3 clusters
  Score: Raw -3333161.199217 + Penalty 5003.676065 = -3328157.523152
  nChanged 115
		SP:Iteration 48Q (6743.260000 sec): 3 clusters
  Score: Raw -3333181.256718 + Penalty 5003.676065 = -3328177.580653
  nChanged 123
		SP:Iteration 49Q (6743.340000 sec): 3 clusters
  Score: Raw -3333202.251342 + Penalty 5003.676065 = -3328198.575278
  nChanged 121
		SP:Iteration 50Q (6743.420000 sec): 3 clusters
  Score: Raw -3333226.078959 + Penalty 5003.676065 = -3328222.402895
  nChanged 115
		SP:Iteration 51Q (6743.510000 sec): 3 clusters
  Score: Raw -3333245.827048 + Penalty 5003.676065 = -3328242.150983
  nChanged 101
		SP:Iteration 52Q (6743.590000 sec): 3 clusters
  Score: Raw -3333263.952163 + Penalty 5003.676065 = -3328260.276098
  nChanged 106
		SP:Iteration 53Q (6743.670000 sec): 3 clusters
  Score: Raw -3333283.853170 + Penalty 5003.676065 = -3328280.177105
  nChanged 114
		SP:Iteration 54Q (6743.750000 sec): 3 clusters
  Score: Raw -3333302.620614 + Penalty 5003.676065 = -3328298.944550
  nChanged 109
		SP:Iteration 55Q (6743.830000 sec): 3 clusters
  Score: Raw -3333321.921293 + Penalty 5003.676065 = -3328318.245228
  nChanged 124
		SP:Iteration 56Q (6743.910000 sec): 3 clusters
  Score: Raw -3333341.544120 + Penalty 5003.676065 = -3328337.868055
  nChanged 99
		SP:Iteration 57Q (6743.990000 sec): 3 clusters
  Score: Raw -3333360.166494 + Penalty 5003.676065 = -3328356.490430
  nChanged 95
		SP:Iteration 58Q (6744.070000 sec): 3 clusters
  Score: Raw -3333378.370077 + Penalty 5003.676065 = -3328374.694012
  nChanged 103
		SP:Iteration 59Q (6744.150000 sec): 3 clusters
  Score: Raw -3333399.056891 + Penalty 5003.676065 = -3328395.380826
  nChanged 110
		SP:Iteration 60F (6744.240000 sec): 3 clusters
  Score: Raw -3333416.964090 + Penalty 5003.676065 = -3328413.288025
  nChanged 94
		SP:Iteration 61Q (6744.320000 sec): 3 clusters
  Score: Raw -3333430.607962 + Penalty 5003.676065 = -3328426.931898
  nChanged 81
		SP:Iteration 62Q (6744.400000 sec): 3 clusters
  Score: Raw -3333446.637254 + Penalty 5003.676065 = -3328442.961190
  nChanged 96
		SP:Iteration 63Q (6744.480000 sec): 3 clusters
  Score: Raw -3333466.399231 + Penalty 5003.676065 = -3328462.723167
  nChanged 106
		SP:Iteration 64Q (6744.560000 sec): 3 clusters
  Score: Raw -3333488.931793 + Penalty 5003.676065 = -3328485.255728
  nChanged 120
		SP:Iteration 65Q (6744.640000 sec): 3 clusters
  Score: Raw -3333514.531953 + Penalty 5003.676065 = -3328510.855889
  nChanged 114
		SP:Iteration 66Q (6744.720000 sec): 3 clusters
  Score: Raw -3333537.527894 + Penalty 5003.676065 = -3328533.851829
  nChanged 126
		SP:Iteration 67Q (6744.800000 sec): 3 clusters
  Score: Raw -3333561.110779 + Penalty 5003.676065 = -3328557.434715
  nChanged 119
		SP:Iteration 68Q (6744.880000 sec): 3 clusters
  Score: Raw -3333585.044361 + Penalty 5003.676065 = -3328581.368296
  nChanged 137
		SP:Iteration 69Q (6744.960000 sec): 3 clusters
  Score: Raw -3333612.808110 + Penalty 5003.676065 = -3328609.132045
  nChanged 128
		SP:Iteration 70Q (6745.040000 sec): 3 clusters
  Score: Raw -3333638.254480 + Penalty 5003.676065 = -3328634.578415
  nChanged 128
		SP:Iteration 71Q (6745.110000 sec): 3 clusters
  Score: Raw -3333666.015037 + Penalty 5003.676065 = -3328662.338972
  nChanged 126
		SP:Iteration 72Q (6745.190000 sec): 3 clusters
  Score: Raw -3333693.952870 + Penalty 5003.676065 = -3328690.276805
  nChanged 119
		SP:Iteration 73Q (6745.270000 sec): 3 clusters
  Score: Raw -3333719.701328 + Penalty 5003.676065 = -3328716.025264
  nChanged 128
		SP:Iteration 74Q (6745.350000 sec): 3 clusters
  Score: Raw -3333747.090256 + Penalty 5003.676065 = -3328743.414191
  nChanged 116
		SP:Iteration 75Q (6745.430000 sec): 3 clusters
  Score: Raw -3333770.736105 + Penalty 5003.676065 = -3328767.060040
  nChanged 119
		SP:Iteration 76Q (6745.500000 sec): 3 clusters
  Score: Raw -3333794.795433 + Penalty 5003.676065 = -3328791.119368
  nChanged 119
		SP:Iteration 77Q (6745.580000 sec): 3 clusters
  Score: Raw -3333818.957067 + Penalty 5003.676065 = -3328815.281002
  nChanged 117
		SP:Iteration 78Q (6745.660000 sec): 3 clusters
  Score: Raw -3333841.001102 + Penalty 5003.676065 = -3328837.325038
  nChanged 99
		SP:Iteration 79Q (6745.740000 sec): 3 clusters
  Score: Raw -3333859.155939 + Penalty 5003.676065 = -3328855.479875
  nChanged 96
		SP:Iteration 80F (6745.820000 sec): 3 clusters
  Score: Raw -3333877.829891 + Penalty 5003.676065 = -3328874.153826
  nChanged 111
		SP:Iteration 81Q (6745.900000 sec): 3 clusters
  Score: Raw -3333902.006032 + Penalty 5003.676065 = -3328898.329967
  nChanged 105
		SP:Iteration 82Q (6745.980000 sec): 3 clusters
  Score: Raw -3333922.526426 + Penalty 5003.676065 = -3328918.850361
  nChanged 93
		SP:Iteration 83Q (6746.060000 sec): 3 clusters
  Score: Raw -3333940.749912 + Penalty 5003.676065 = -3328937.073848
  nChanged 95
		SP:Iteration 84Q (6746.130000 sec): 3 clusters
  Score: Raw -3333960.162468 + Penalty 5003.676065 = -3328956.486403
  nChanged 101
		SP:Iteration 85Q (6746.200000 sec): 3 clusters
  Score: Raw -3333979.615518 + Penalty 5003.676065 = -3328975.939453
  nChanged 106
		SP:Iteration 86Q (6746.280000 sec): 3 clusters
  Score: Raw -3334000.227150 + Penalty 5003.676065 = -3328996.551086
  nChanged 102
		SP:Iteration 87Q (6746.360000 sec): 3 clusters
  Score: Raw -3334021.627284 + Penalty 5003.676065 = -3329017.951219
  nChanged 111
		SP:Iteration 88Q (6746.430000 sec): 3 clusters
  Score: Raw -3334047.267877 + Penalty 5003.676065 = -3329043.591812
  nChanged 107
		SP:Iteration 89Q (6746.510000 sec): 3 clusters
  Score: Raw -3334073.187346 + Penalty 5003.676065 = -3329069.511282
  nChanged 116
		SP:Iteration 90Q (6746.580000 sec): 3 clusters
  Score: Raw -3334101.974190 + Penalty 5003.676065 = -3329098.298125
  nChanged 132
		SP:Iteration 91Q (6746.660000 sec): 3 clusters
  Score: Raw -3334138.579536 + Penalty 5003.676065 = -3329134.903471
  nChanged 137
		SP:Iteration 92Q (6746.730000 sec): 3 clusters
  Score: Raw -3334172.684848 + Penalty 5003.676065 = -3329169.008783
  nChanged 129
		SP:Iteration 93Q (6746.800000 sec): 3 clusters
  Score: Raw -3334207.986829 + Penalty 5003.676065 = -3329204.310765
  nChanged 126
		SP:Iteration 94Q (6746.880000 sec): 3 clusters
  Score: Raw -3334242.609207 + Penalty 5003.676065 = -3329238.933142
  nChanged 123
		SP:Iteration 95Q (6746.950000 sec): 3 clusters
  Score: Raw -3334277.058629 + Penalty 5003.676065 = -3329273.382565
  nChanged 134
		SP:Iteration 96Q (6747.020000 sec): 3 clusters
  Score: Raw -3334317.855461 + Penalty 5003.676065 = -3329314.179396
  nChanged 119
		SP:Iteration 97Q (6747.100000 sec): 3 clusters
  Score: Raw -3334350.196220 + Penalty 5003.676065 = -3329346.520155
  nChanged 87
		SP:Iteration 98Q (6747.170000 sec): 3 clusters
  Score: Raw -3334374.006774 + Penalty 5003.676065 = -3329370.330710
  nChanged 83
		SP:Iteration 99Q (6747.240000 sec): 3 clusters
  Score: Raw -3334398.426389 + Penalty 5003.676065 = -3329394.750325
  nChanged 78
		SP:Iteration 100F (6747.330000 sec): 3 clusters
  Score: Raw -3334422.150843 + Penalty 5003.676065 = -3329418.474778
  nChanged 78
		SP:Iteration 101Q (6747.400000 sec): 3 clusters
  Score: Raw -3334443.085944 + Penalty 5003.676065 = -3329439.409879
  nChanged 91
		SP:Iteration 102Q (6747.470000 sec): 3 clusters
  Score: Raw -3334467.049609 + Penalty 5003.676065 = -3329463.373544
  nChanged 85
		SP:Iteration 103Q (6747.540000 sec): 3 clusters
  Score: Raw -3334496.363186 + Penalty 5003.676065 = -3329492.687121
  nChanged 112
		SP:Iteration 104Q (6747.610000 sec): 3 clusters
  Score: Raw -3334538.033959 + Penalty 5003.676065 = -3329534.357895
  nChanged 113
		SP:Iteration 105Q (6747.680000 sec): 3 clusters
  Score: Raw -3334581.477329 + Penalty 5003.676065 = -3329577.801264
  nChanged 110
		SP:Iteration 106Q (6747.750000 sec): 3 clusters
  Score: Raw -3334627.882545 + Penalty 5003.676065 = -3329624.206480
  nChanged 104
		SP:Iteration 107Q (6747.820000 sec): 3 clusters
  Score: Raw -3334667.083084 + Penalty 5003.676065 = -3329663.407020
  nChanged 90
		SP:Iteration 108Q (6747.890000 sec): 3 clusters
  Score: Raw -3334700.163505 + Penalty 5003.676065 = -3329696.487440
  nChanged 88
		SP:Iteration 109Q (6747.960000 sec): 3 clusters
  Score: Raw -3334736.268296 + Penalty 5003.676065 = -3329732.592231
  nChanged 80
		SP:Iteration 110Q (6748.020000 sec): 3 clusters
  Score: Raw -3334765.515094 + Penalty 5003.676065 = -3329761.839030
  nChanged 73
		SP:Iteration 111Q (6748.090000 sec): 3 clusters
  Score: Raw -3334791.751361 + Penalty 5003.676065 = -3329788.075296
  nChanged 63
		SP:Iteration 112Q (6748.160000 sec): 3 clusters
  Score: Raw -3334813.813370 + Penalty 5003.676065 = -3329810.137306
  nChanged 58
		SP:Iteration 113Q (6748.230000 sec): 3 clusters
  Score: Raw -3334838.392528 + Penalty 5003.676065 = -3329834.716464
  nChanged 60
		SP:Iteration 114Q (6748.300000 sec): 3 clusters
  Score: Raw -3334857.493285 + Penalty 5003.676065 = -3329853.817221
  nChanged 57
		SP:Iteration 115Q (6748.370000 sec): 3 clusters
  Score: Raw -3334878.308266 + Penalty 5003.676065 = -3329874.632202
  nChanged 53
		SP:Iteration 116Q (6748.430000 sec): 3 clusters
  Score: Raw -3334895.586925 + Penalty 5003.676065 = -3329891.910860
  nChanged 39
		SP:Iteration 117Q (6748.500000 sec): 3 clusters
  Score: Raw -3334908.445346 + Penalty 5003.676065 = -3329904.769281
  nChanged 39
		SP:Iteration 118Q (6748.570000 sec): 3 clusters
  Score: Raw -3334922.841865 + Penalty 5003.676065 = -3329919.165801
  nChanged 44
		SP:Iteration 119Q (6748.640000 sec): 3 clusters
  Score: Raw -3334942.218956 + Penalty 5003.676065 = -3329938.542891
  nChanged 46
		SP:Iteration 120F (6748.720000 sec): 3 clusters
  Score: Raw -3334967.177555 + Penalty 5003.676065 = -3329963.501490
  nChanged 54
		SP:Iteration 121Q (6748.790000 sec): 3 clusters
  Score: Raw -3334997.793179 + Penalty 5003.676065 = -3329994.117115
  nChanged 55
		SP:Iteration 122Q (6748.860000 sec): 3 clusters
  Score: Raw -3335030.118680 + Penalty 5003.676065 = -3330026.442616
  nChanged 64
		SP:Iteration 123Q (6748.920000 sec): 3 clusters
  Score: Raw -3335067.795539 + Penalty 5003.676065 = -3330064.119474
  nChanged 67
		SP:Iteration 124Q (6748.990000 sec): 3 clusters
  Score: Raw -3335110.461043 + Penalty 5003.676065 = -3330106.784978
  nChanged 53
		SP:Iteration 125Q (6749.050000 sec): 3 clusters
  Score: Raw -3335140.237671 + Penalty 5003.676065 = -3330136.561607
  nChanged 48
		SP:Iteration 126Q (6749.120000 sec): 3 clusters
  Score: Raw -3335163.045617 + Penalty 5003.676065 = -3330159.369552
  nChanged 42
		SP:Iteration 127Q (6749.180000 sec): 3 clusters
  Score: Raw -3335184.604099 + Penalty 5003.676065 = -3330180.928035
  nChanged 32
		SP:Iteration 128Q (6749.250000 sec): 3 clusters
  Score: Raw -3335197.273817 + Penalty 5003.676065 = -3330193.597753
  nChanged 20
		SP:Iteration 129Q (6749.310000 sec): 3 clusters
  Score: Raw -3335205.378762 + Penalty 5003.676065 = -3330201.702697
  nChanged 22
		SP:Iteration 130Q (6749.380000 sec): 3 clusters
  Score: Raw -3335215.400410 + Penalty 5003.676065 = -3330211.724346
  nChanged 20
		SP:Iteration 131Q (6749.440000 sec): 3 clusters
  Score: Raw -3335224.341588 + Penalty 5003.676065 = -3330220.665523
  nChanged 18
		SP:Iteration 132Q (6749.500000 sec): 3 clusters
  Score: Raw -3335231.075416 + Penalty 5003.676065 = -3330227.399352
  nChanged 14
		SP:Iteration 133Q (6749.570000 sec): 3 clusters
  Score: Raw -3335237.413484 + Penalty 5003.676065 = -3330233.737420
  nChanged 18
		SP:Iteration 134Q (6749.630000 sec): 3 clusters
  Score: Raw -3335244.334036 + Penalty 5003.676065 = -3330240.657971
  nChanged 14
		SP:Iteration 135Q (6749.700000 sec): 3 clusters
  Score: Raw -3335251.367941 + Penalty 5003.676065 = -3330247.691876
  nChanged 20
		SP:Iteration 136Q (6749.760000 sec): 3 clusters
  Score: Raw -3335259.240791 + Penalty 5003.676065 = -3330255.564726
  nChanged 19
		SP:Iteration 137Q (6749.830000 sec): 3 clusters
  Score: Raw -3335267.898193 + Penalty 5003.676065 = -3330264.222129
  nChanged 16
		SP:Iteration 138Q (6749.890000 sec): 3 clusters
  Score: Raw -3335274.169397 + Penalty 5003.676065 = -3330270.493332
  nChanged 8
		SP:Iteration 139Q (6749.950000 sec): 3 clusters
  Score: Raw -3335278.036594 + Penalty 5003.676065 = -3330274.360529
  nChanged 8
		SP:Iteration 140F (6750.040000 sec): 3 clusters
  Score: Raw -3335281.652566 + Penalty 5003.676065 = -3330277.976501
  nChanged 7
		SP:Iteration 141Q (6750.100000 sec): 3 clusters
  Score: Raw -3335284.731863 + Penalty 5003.676065 = -3330281.055798
  nChanged 2
		SP:Iteration 142Q (6750.170000 sec): 3 clusters
  Score: Raw -3335285.018506 + Penalty 5003.676065 = -3330281.342441
  nChanged 2
		SP:Iteration 143Q (6750.230000 sec): 3 clusters
  Score: Raw -3335285.558995 + Penalty 5003.676065 = -3330281.882930
  nChanged 1
		SP:Iteration 144Q (6750.300000 sec): 3 clusters
  Score: Raw -3335286.204899 + Penalty 5003.676065 = -3330282.528834
  nChanged 3
		SP:Iteration 145Q (6750.360000 sec): 3 clusters
  Score: Raw -3335286.727771 + Penalty 5003.676065 = -3330283.051707
  nChanged 0
		SP:Iteration 146F (6750.450000 sec): 3 clusters
  Score: Raw -3335286.727771 + Penalty 5003.676065 = -3330283.051707
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6750.470000 sec): 2 clusters
  Score: Raw -493895.315700 + Penalty 2018.942818 = -491876.372882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6750.480000 sec): 3 clusters
  Score: Raw -492353.984760 + Penalty 4037.885636 = -488316.099124
  nChanged 1251
		SP:Iteration 1F (6750.490000 sec): 3 clusters
  Score: Raw -493138.047391 + Penalty 4037.885636 = -489100.161754
  nChanged 268
		SP:Iteration 2F (6750.510000 sec): 3 clusters
  Score: Raw -493339.702077 + Penalty 4037.885636 = -489301.816441
  nChanged 189
		SP:Iteration 3F (6750.520000 sec): 3 clusters
  Score: Raw -493451.552511 + Penalty 4037.885636 = -489413.666875
  nChanged 122
		SP:Iteration 4Q (6750.530000 sec): 3 clusters
  Score: Raw -493555.621988 + Penalty 4037.885636 = -489517.736352
  nChanged 127
		SP:Iteration 5Q (6750.540000 sec): 3 clusters
  Score: Raw -493671.903992 + Penalty 4037.885636 = -489634.018355
  nChanged 142
		SP:Iteration 6Q (6750.560000 sec): 3 clusters
  Score: Raw -493832.125465 + Penalty 4037.885636 = -489794.239828
  nChanged 170
		SP:Iteration 7Q (6750.570000 sec): 3 clusters
  Score: Raw -494022.216092 + Penalty 4037.885636 = -489984.330455
  nChanged 172
		SP:Iteration 8F (6750.580000 sec): 3 clusters
  Score: Raw -494241.454355 + Penalty 4037.885636 = -490203.568718
  nChanged 192
		SP:Iteration 9F (6750.590000 sec): 3 clusters
  Score: Raw -494489.937831 + Penalty 4037.885636 = -490452.052194
  nChanged 162
		SP:Iteration 10Q (6750.600000 sec): 3 clusters
  Score: Raw -494708.385998 + Penalty 4037.885636 = -490670.500362
  nChanged 127
		SP:Iteration 11Q (6750.620000 sec): 3 clusters
  Score: Raw -494880.924567 + Penalty 4037.885636 = -490843.038931
  nChanged 116
		SP:Iteration 12Q (6750.630000 sec): 3 clusters
  Score: Raw -495059.200719 + Penalty 4037.885636 = -491021.315082
  nChanged 102
		SP:Iteration 13Q (6750.640000 sec): 3 clusters
  Score: Raw -495204.355724 + Penalty 4037.885636 = -491166.470088
  nChanged 104
		SP:Iteration 14Q (6750.650000 sec): 3 clusters
  Score: Raw -495336.212848 + Penalty 4037.885636 = -491298.327212
  nChanged 77
		SP:Iteration 15Q (6750.660000 sec): 3 clusters
  Score: Raw -495431.344694 + Penalty 4037.885636 = -491393.459057
  nChanged 69
		SP:Iteration 16Q (6750.670000 sec): 3 clusters
  Score: Raw -495505.792416 + Penalty 4037.885636 = -491467.906780
  nChanged 58
		SP:Iteration 17Q (6750.680000 sec): 3 clusters
  Score: Raw -495554.532135 + Penalty 4037.885636 = -491516.646498
  nChanged 35
		SP:Iteration 18Q (6750.690000 sec): 3 clusters
  Score: Raw -495583.579772 + Penalty 4037.885636 = -491545.694135
  nChanged 27
		SP:Iteration 19Q (6750.700000 sec): 3 clusters
  Score: Raw -495598.010291 + Penalty 4037.885636 = -491560.124655
  nChanged 14
		SP:Iteration 20F (6750.720000 sec): 3 clusters
  Score: Raw -495605.221622 + Penalty 4037.885636 = -491567.335986
  nChanged 10
		SP:Iteration 21Q (6750.720000 sec): 3 clusters
  Score: Raw -495610.869201 + Penalty 4037.885636 = -491572.983564
  nChanged 9
		SP:Iteration 22Q (6750.740000 sec): 3 clusters
  Score: Raw -495614.919690 + Penalty 4037.885636 = -491577.034054
  nChanged 6
		SP:Iteration 23Q (6750.740000 sec): 3 clusters
  Score: Raw -495617.479268 + Penalty 4037.885636 = -491579.593631
  nChanged 5
		SP:Iteration 24Q (6750.760000 sec): 3 clusters
  Score: Raw -495619.741581 + Penalty 4037.885636 = -491581.855945
  nChanged 4
		SP:Iteration 25Q (6750.760000 sec): 3 clusters
  Score: Raw -495621.180683 + Penalty 4037.885636 = -491583.295047
  nChanged 4
		SP:Iteration 26Q (6750.780000 sec): 3 clusters
  Score: Raw -495622.935156 + Penalty 4037.885636 = -491585.049519
  nChanged 3
		SP:Iteration 27Q (6750.780000 sec): 3 clusters
  Score: Raw -495623.923659 + Penalty 4037.885636 = -491586.038023
  nChanged 2
		SP:Iteration 28Q (6750.800000 sec): 3 clusters
  Score: Raw -495624.574853 + Penalty 4037.885636 = -491586.689217
  nChanged 2
		SP:Iteration 29Q (6750.800000 sec): 3 clusters
  Score: Raw -495625.011715 + Penalty 4037.885636 = -491587.126078
  nChanged 0
		SP:Iteration 30F (6750.820000 sec): 3 clusters
  Score: Raw -495625.011715 + Penalty 4037.885636 = -491587.126078
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6750.820000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6750.830000 sec): 3 clusters
  Score: Raw -126906.902978 + Penalty 3350.283633 = -123556.619345
  nChanged 181
		SP:Iteration 1F (6750.830000 sec): 3 clusters
  Score: Raw -127104.355350 + Penalty 3350.283633 = -123754.071716
  nChanged 51
		SP:Iteration 2F (6750.830000 sec): 3 clusters
  Score: Raw -127175.733329 + Penalty 3350.283633 = -123825.449695
  nChanged 18
		SP:Iteration 3Q (6750.840000 sec): 3 clusters
  Score: Raw -127202.015882 + Penalty 3350.283633 = -123851.732248
  nChanged 16
		SP:Iteration 4Q (6750.840000 sec): 3 clusters
  Score: Raw -127226.089994 + Penalty 3350.283633 = -123875.806361
  nChanged 9
		SP:Iteration 5Q (6750.840000 sec): 3 clusters
  Score: Raw -127238.192641 + Penalty 3350.283633 = -123887.909008
  nChanged 7
		SP:Iteration 6Q (6750.840000 sec): 3 clusters
  Score: Raw -127248.960017 + Penalty 3350.283633 = -123898.676383
  nChanged 7
		SP:Iteration 7Q (6750.850000 sec): 3 clusters
  Score: Raw -127257.877323 + Penalty 3350.283633 = -123907.593690
  nChanged 5
		SP:Iteration 8Q (6750.850000 sec): 3 clusters
  Score: Raw -127265.543110 + Penalty 3350.283633 = -123915.259477
  nChanged 7
		SP:Iteration 9Q (6750.860000 sec): 3 clusters
  Score: Raw -127277.161225 + Penalty 3350.283633 = -123926.877591
  nChanged 1
		SP:Iteration 10Q (6750.860000 sec): 3 clusters
  Score: Raw -127279.606141 + Penalty 3350.283633 = -123929.322508
  nChanged 1
		SP:Iteration 11Q (6750.860000 sec): 3 clusters
  Score: Raw -127280.488632 + Penalty 3350.283633 = -123930.204999
  nChanged 0
		SP:Iteration 12F (6750.860000 sec): 3 clusters
  Score: Raw -127280.488632 + Penalty 3350.283633 = -123930.204999
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6750.870000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6750.870000 sec): 3 clusters
  Score: Raw -33692.346992 + Penalty 2756.186719 = -30936.160274
  nChanged 31
		SP:Iteration 1F (6750.870000 sec): 3 clusters
  Score: Raw -33851.144415 + Penalty 2756.186719 = -31094.957697
  nChanged 8
		SP:Iteration 2Q (6750.870000 sec): 3 clusters
  Score: Raw -33959.360274 + Penalty 2756.186719 = -31203.173556
  nChanged 5
		SP:Iteration 3Q (6750.870000 sec): 3 clusters
  Score: Raw -33980.935169 + Penalty 2756.186719 = -31224.748450
  nChanged 2
		SP:Iteration 4Q (6750.870000 sec): 3 clusters
  Score: Raw -33987.760708 + Penalty 2756.186719 = -31231.573990
  nChanged 3
		SP:Iteration 5Q (6750.870000 sec): 3 clusters
  Score: Raw -33997.277113 + Penalty 2756.186719 = -31241.090395
  nChanged 0
		SP:Iteration 6F (6750.880000 sec): 3 clusters
  Score: Raw -33997.277113 + Penalty 2756.186719 = -31241.090395
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6750.920000 sec): 2 clusters
  Score: Raw -2053881.213625 + Penalty 2363.321236 = -2051517.892389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6750.970000 sec): 3 clusters
  Score: Raw -2046162.203402 + Penalty 4726.642471 = -2041435.560931
  nChanged 5862
		SP:Iteration 1F (6751.020000 sec): 3 clusters
  Score: Raw -2049150.730373 + Penalty 4726.642471 = -2044424.087901
  nChanged 828
		SP:Iteration 2F (6751.070000 sec): 3 clusters
  Score: Raw -2049498.059204 + Penalty 4726.642471 = -2044771.416733
  nChanged 660
		SP:Iteration 3Q (6751.120000 sec): 3 clusters
  Score: Raw -2049748.978940 + Penalty 4726.642471 = -2045022.336469
  nChanged 581
		SP:Iteration 4Q (6751.170000 sec): 3 clusters
  Score: Raw -2049946.162085 + Penalty 4726.642471 = -2045219.519614
  nChanged 491
		SP:Iteration 5Q (6751.220000 sec): 3 clusters
  Score: Raw -2050100.607724 + Penalty 4726.642471 = -2045373.965253
  nChanged 414
		SP:Iteration 6Q (6751.270000 sec): 3 clusters
  Score: Raw -2050233.027785 + Penalty 4726.642471 = -2045506.385314
  nChanged 370
		SP:Iteration 7Q (6751.320000 sec): 3 clusters
  Score: Raw -2050350.551988 + Penalty 4726.642471 = -2045623.909516
  nChanged 347
		SP:Iteration 8Q (6751.370000 sec): 3 clusters
  Score: Raw -2050458.078110 + Penalty 4726.642471 = -2045731.435639
  nChanged 338
		SP:Iteration 9Q (6751.420000 sec): 3 clusters
  Score: Raw -2050562.305084 + Penalty 4726.642471 = -2045835.662613
  nChanged 329
		SP:Iteration 10Q (6751.470000 sec): 3 clusters
  Score: Raw -2050661.913634 + Penalty 4726.642471 = -2045935.271163
  nChanged 318
		SP:Iteration 11Q (6751.520000 sec): 3 clusters
  Score: Raw -2050762.639452 + Penalty 4726.642471 = -2046035.996981
  nChanged 307
		SP:Iteration 12Q (6751.570000 sec): 3 clusters
  Score: Raw -2050867.894672 + Penalty 4726.642471 = -2046141.252200
  nChanged 328
		SP:Iteration 13Q (6751.620000 sec): 3 clusters
  Score: Raw -2050986.810673 + Penalty 4726.642471 = -2046260.168201
  nChanged 361
		SP:Iteration 14Q (6751.670000 sec): 3 clusters
  Score: Raw -2051130.800388 + Penalty 4726.642471 = -2046404.157917
  nChanged 389
		SP:Iteration 15Q (6751.720000 sec): 3 clusters
  Score: Raw -2051310.621965 + Penalty 4726.642471 = -2046583.979493
  nChanged 438
		SP:Iteration 16Q (6751.770000 sec): 3 clusters
  Score: Raw -2051525.271220 + Penalty 4726.642471 = -2046798.628749
  nChanged 495
		SP:Iteration 17Q (6751.820000 sec): 3 clusters
  Score: Raw -2051799.156115 + Penalty 4726.642471 = -2047072.513643
  nChanged 545
		SP:Iteration 18Q (6751.870000 sec): 3 clusters
  Score: Raw -2052128.938492 + Penalty 4726.642471 = -2047402.296020
  nChanged 545
		SP:Iteration 19Q (6751.920000 sec): 3 clusters
  Score: Raw -2052483.858370 + Penalty 4726.642471 = -2047757.215898
  nChanged 521
		SP:Iteration 20F (6751.970000 sec): 3 clusters
  Score: Raw -2052845.607924 + Penalty 4726.642471 = -2048118.965452
  nChanged 458
		SP:Iteration 21Q (6752.020000 sec): 3 clusters
  Score: Raw -2053196.973645 + Penalty 4726.642471 = -2048470.331173
  nChanged 357
		SP:Iteration 22Q (6752.060000 sec): 3 clusters
  Score: Raw -2053479.887097 + Penalty 4726.642471 = -2048753.244626
  nChanged 248
		SP:Iteration 23Q (6752.110000 sec): 3 clusters
  Score: Raw -2053672.767364 + Penalty 4726.642471 = -2048946.124893
  nChanged 167
		SP:Iteration 24Q (6752.150000 sec): 3 clusters
  Score: Raw -2053806.646995 + Penalty 4726.642471 = -2049080.004523
  nChanged 136
		SP:Iteration 25Q (6752.200000 sec): 3 clusters
  Score: Raw -2053919.762642 + Penalty 4726.642471 = -2049193.120170
  nChanged 96
		SP:Iteration 26Q (6752.240000 sec): 3 clusters
  Score: Raw -2053989.738420 + Penalty 4726.642471 = -2049263.095948
  nChanged 68
		SP:Iteration 27Q (6752.280000 sec): 3 clusters
  Score: Raw -2054040.400542 + Penalty 4726.642471 = -2049313.758071
  nChanged 45
		SP:Iteration 28Q (6752.320000 sec): 3 clusters
  Score: Raw -2054072.842286 + Penalty 4726.642471 = -2049346.199815
  nChanged 37
		SP:Iteration 29Q (6752.360000 sec): 3 clusters
  Score: Raw -2054101.472774 + Penalty 4726.642471 = -2049374.830302
  nChanged 34
		SP:Iteration 30Q (6752.400000 sec): 3 clusters
  Score: Raw -2054138.149302 + Penalty 4726.642471 = -2049411.506831
  nChanged 33
		SP:Iteration 31Q (6752.430000 sec): 3 clusters
  Score: Raw -2054172.685507 + Penalty 4726.642471 = -2049446.043036
  nChanged 28
		SP:Iteration 32Q (6752.470000 sec): 3 clusters
  Score: Raw -2054200.880458 + Penalty 4726.642471 = -2049474.237986
  nChanged 18
		SP:Iteration 33Q (6752.510000 sec): 3 clusters
  Score: Raw -2054218.510796 + Penalty 4726.642471 = -2049491.868325
  nChanged 11
		SP:Iteration 34Q (6752.550000 sec): 3 clusters
  Score: Raw -2054230.858561 + Penalty 4726.642471 = -2049504.216089
  nChanged 10
		SP:Iteration 35Q (6752.580000 sec): 3 clusters
  Score: Raw -2054243.239565 + Penalty 4726.642471 = -2049516.597094
  nChanged 10
		SP:Iteration 36Q (6752.620000 sec): 3 clusters
  Score: Raw -2054254.030763 + Penalty 4726.642471 = -2049527.388292
  nChanged 5
		SP:Iteration 37Q (6752.660000 sec): 3 clusters
  Score: Raw -2054258.807010 + Penalty 4726.642471 = -2049532.164539
  nChanged 5
		SP:Iteration 38Q (6752.690000 sec): 3 clusters
  Score: Raw -2054262.633595 + Penalty 4726.642471 = -2049535.991124
  nChanged 1
		SP:Iteration 39Q (6752.730000 sec): 3 clusters
  Score: Raw -2054264.597697 + Penalty 4726.642471 = -2049537.955226
  nChanged 4
		SP:Iteration 40F (6752.780000 sec): 3 clusters
  Score: Raw -2054269.095636 + Penalty 4726.642471 = -2049542.453164
  nChanged 1
		SP:Iteration 41Q (6752.820000 sec): 3 clusters
  Score: Raw -2054269.605116 + Penalty 4726.642471 = -2049542.962644
  nChanged 0
		SP:Iteration 42F (6752.860000 sec): 3 clusters
  Score: Raw -2054269.605116 + Penalty 4726.642471 = -2049542.962644
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69763 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6753.100000 sec): 2 clusters
  Score: Raw -10201920.397236 + Penalty 2765.909047 = -10199154.488188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6753.350000 sec): 3 clusters
  Score: Raw -10158072.504041 + Penalty 5531.818095 = -10152540.685946
  nChanged 32523
		SP:Iteration 1F (6753.610000 sec): 3 clusters
  Score: Raw -10175911.567410 + Penalty 5531.818095 = -10170379.749316
  nChanged 2320
		SP:Iteration 2Q (6753.880000 sec): 3 clusters
  Score: Raw -10176466.277836 + Penalty 5531.818095 = -10170934.459741
  nChanged 2240
		SP:Iteration 3Q (6754.140000 sec): 3 clusters
  Score: Raw -10177074.833860 + Penalty 5531.818095 = -10171543.015765
  nChanged 2490
		SP:Iteration 4Q (6754.400000 sec): 3 clusters
  Score: Raw -10177942.711924 + Penalty 5531.818095 = -10172410.893829
  nChanged 2934
		SP:Iteration 5Q (6754.660000 sec): 3 clusters
  Score: Raw -10179219.888162 + Penalty 5531.818095 = -10173688.070067
  nChanged 3783
		SP:Iteration 6F (6754.920000 sec): 3 clusters
  Score: Raw -10181356.282463 + Penalty 5531.818095 = -10175824.464368
  nChanged 5011
		SP:Iteration 7F (6755.180000 sec): 3 clusters
  Score: Raw -10184992.427481 + Penalty 5531.818095 = -10179460.609387
  nChanged 6150
		SP:Iteration 8F (6755.440000 sec): 3 clusters
  Score: Raw -10190470.560502 + Penalty 5531.818095 = -10184938.742407
  nChanged 5800
		SP:Iteration 9F (6755.690000 sec): 3 clusters
  Score: Raw -10196240.697661 + Penalty 5531.818095 = -10190708.879566
  nChanged 3820
		SP:Iteration 10F (6755.950000 sec): 3 clusters
  Score: Raw -10200091.871058 + Penalty 5531.818095 = -10194560.052963
  nChanged 1476
		SP:Iteration 11Q (6756.160000 sec): 3 clusters
  Score: Raw -10201516.835071 + Penalty 5531.818095 = -10195985.016976
  nChanged 392
		SP:Iteration 12Q (6756.360000 sec): 3 clusters
  Score: Raw -10201958.375316 + Penalty 5531.818095 = -10196426.557221
  nChanged 97
		SP:Iteration 13Q (6756.540000 sec): 3 clusters
  Score: Raw -10202111.255118 + Penalty 5531.818095 = -10196579.437023
  nChanged 39
		SP:Iteration 14Q (6756.720000 sec): 3 clusters
  Score: Raw -10202169.376017 + Penalty 5531.818095 = -10196637.557922
  nChanged 16
		SP:Iteration 15Q (6756.900000 sec): 3 clusters
  Score: Raw -10202204.378758 + Penalty 5531.818095 = -10196672.560664
  nChanged 8
		SP:Iteration 16Q (6757.080000 sec): 3 clusters
  Score: Raw -10202215.324661 + Penalty 5531.818095 = -10196683.506566
  nChanged 4
		SP:Iteration 17Q (6757.250000 sec): 3 clusters
  Score: Raw -10202225.975584 + Penalty 5531.818095 = -10196694.157489
  nChanged 3
		SP:Iteration 18Q (6757.430000 sec): 3 clusters
  Score: Raw -10202231.315346 + Penalty 5531.818095 = -10196699.497251
  nChanged 2
		SP:Iteration 19Q (6757.600000 sec): 3 clusters
  Score: Raw -10202233.078643 + Penalty 5531.818095 = -10196701.260548
  nChanged 0
		SP:Iteration 20F (6757.860000 sec): 3 clusters
  Score: Raw -10202233.078643 + Penalty 5531.818095 = -10196701.260548
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6757.890000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6757.900000 sec): 3 clusters
  Score: Raw -385258.417696 + Penalty 3923.652944 = -381334.764752
  nChanged 931
		SP:Iteration 1F (6757.910000 sec): 3 clusters
  Score: Raw -385839.322508 + Penalty 3923.652944 = -381915.669565
  nChanged 183
		SP:Iteration 2F (6757.920000 sec): 3 clusters
  Score: Raw -385954.625459 + Penalty 3923.652944 = -382030.972516
  nChanged 96
		SP:Iteration 3Q (6757.930000 sec): 3 clusters
  Score: Raw -386020.730121 + Penalty 3923.652944 = -382097.077177
  nChanged 79
		SP:Iteration 4Q (6757.940000 sec): 3 clusters
  Score: Raw -386067.952098 + Penalty 3923.652944 = -382144.299155
  nChanged 52
		SP:Iteration 5Q (6757.950000 sec): 3 clusters
  Score: Raw -386099.820590 + Penalty 3923.652944 = -382176.167646
  nChanged 44
		SP:Iteration 6Q (6757.960000 sec): 3 clusters
  Score: Raw -386125.658625 + Penalty 3923.652944 = -382202.005681
  nChanged 46
		SP:Iteration 7Q (6757.970000 sec): 3 clusters
  Score: Raw -386151.195159 + Penalty 3923.652944 = -382227.542215
  nChanged 39
		SP:Iteration 8Q (6757.980000 sec): 3 clusters
  Score: Raw -386172.126639 + Penalty 3923.652944 = -382248.473696
  nChanged 35
		SP:Iteration 9Q (6757.990000 sec): 3 clusters
  Score: Raw -386190.879211 + Penalty 3923.652944 = -382267.226267
  nChanged 34
		SP:Iteration 10Q (6758.000000 sec): 3 clusters
  Score: Raw -386208.044804 + Penalty 3923.652944 = -382284.391860
  nChanged 25
		SP:Iteration 11Q (6758.010000 sec): 3 clusters
  Score: Raw -386221.527283 + Penalty 3923.652944 = -382297.874339
  nChanged 19
		SP:Iteration 12Q (6758.020000 sec): 3 clusters
  Score: Raw -386231.645440 + Penalty 3923.652944 = -382307.992496
  nChanged 13
		SP:Iteration 13Q (6758.030000 sec): 3 clusters
  Score: Raw -386238.298548 + Penalty 3923.652944 = -382314.645604
  nChanged 13
		SP:Iteration 14Q (6758.040000 sec): 3 clusters
  Score: Raw -386244.353069 + Penalty 3923.652944 = -382320.700126
  nChanged 9
		SP:Iteration 15Q (6758.050000 sec): 3 clusters
  Score: Raw -386247.500301 + Penalty 3923.652944 = -382323.847357
  nChanged 9
		SP:Iteration 16Q (6758.060000 sec): 3 clusters
  Score: Raw -386252.320696 + Penalty 3923.652944 = -382328.667753
  nChanged 12
		SP:Iteration 17Q (6758.070000 sec): 3 clusters
  Score: Raw -386258.952717 + Penalty 3923.652944 = -382335.299773
  nChanged 14
		SP:Iteration 18Q (6758.080000 sec): 3 clusters
  Score: Raw -386266.921658 + Penalty 3923.652944 = -382343.268715
  nChanged 17
		SP:Iteration 19Q (6758.090000 sec): 3 clusters
  Score: Raw -386277.121780 + Penalty 3923.652944 = -382353.468836
  nChanged 21
		SP:Iteration 20F (6758.100000 sec): 3 clusters
  Score: Raw -386288.464626 + Penalty 3923.652944 = -382364.811683
  nChanged 21
		SP:Iteration 21Q (6758.110000 sec): 3 clusters
  Score: Raw -386300.715659 + Penalty 3923.652944 = -382377.062716
  nChanged 21
		SP:Iteration 22Q (6758.120000 sec): 3 clusters
  Score: Raw -386311.445059 + Penalty 3923.652944 = -382387.792115
  nChanged 16
		SP:Iteration 23Q (6758.130000 sec): 3 clusters
  Score: Raw -386318.385679 + Penalty 3923.652944 = -382394.732736
  nChanged 11
		SP:Iteration 24Q (6758.140000 sec): 3 clusters
  Score: Raw -386323.694072 + Penalty 3923.652944 = -382400.041128
  nChanged 10
		SP:Iteration 25Q (6758.150000 sec): 3 clusters
  Score: Raw -386327.697390 + Penalty 3923.652944 = -382404.044446
  nChanged 9
		SP:Iteration 26Q (6758.160000 sec): 3 clusters
  Score: Raw -386331.264453 + Penalty 3923.652944 = -382407.611510
  nChanged 12
		SP:Iteration 27Q (6758.170000 sec): 3 clusters
  Score: Raw -386339.278850 + Penalty 3923.652944 = -382415.625907
  nChanged 13
		SP:Iteration 28Q (6758.180000 sec): 3 clusters
  Score: Raw -386346.483413 + Penalty 3923.652944 = -382422.830470
  nChanged 15
		SP:Iteration 29Q (6758.190000 sec): 3 clusters
  Score: Raw -386353.349572 + Penalty 3923.652944 = -382429.696629
  nChanged 20
		SP:Iteration 30Q (6758.200000 sec): 3 clusters
  Score: Raw -386362.594121 + Penalty 3923.652944 = -382438.941178
  nChanged 12
		SP:Iteration 31Q (6758.200000 sec): 3 clusters
  Score: Raw -386367.388473 + Penalty 3923.652944 = -382443.735529
  nChanged 8
		SP:Iteration 32Q (6758.220000 sec): 3 clusters
  Score: Raw -386371.667933 + Penalty 3923.652944 = -382448.014990
  nChanged 16
		SP:Iteration 33Q (6758.220000 sec): 3 clusters
  Score: Raw -386381.149846 + Penalty 3923.652944 = -382457.496902
  nChanged 21
		SP:Iteration 34Q (6758.240000 sec): 3 clusters
  Score: Raw -386393.070322 + Penalty 3923.652944 = -382469.417378
  nChanged 18
		SP:Iteration 35Q (6758.240000 sec): 3 clusters
  Score: Raw -386404.287722 + Penalty 3923.652944 = -382480.634778
  nChanged 11
		SP:Iteration 36Q (6758.250000 sec): 3 clusters
  Score: Raw -386411.373703 + Penalty 3923.652944 = -382487.720760
  nChanged 7
		SP:Iteration 37Q (6758.260000 sec): 3 clusters
  Score: Raw -386414.772019 + Penalty 3923.652944 = -382491.119075
  nChanged 8
		SP:Iteration 38Q (6758.270000 sec): 3 clusters
  Score: Raw -386418.481545 + Penalty 3923.652944 = -382494.828601
  nChanged 9
		SP:Iteration 39Q (6758.280000 sec): 3 clusters
  Score: Raw -386422.743493 + Penalty 3923.652944 = -382499.090549
  nChanged 9
		SP:Iteration 40F (6758.290000 sec): 3 clusters
  Score: Raw -386427.043222 + Penalty 3923.652944 = -382503.390278
  nChanged 10
		SP:Iteration 41Q (6758.300000 sec): 3 clusters
  Score: Raw -386430.781284 + Penalty 3923.652944 = -382507.128341
  nChanged 6
		SP:Iteration 42Q (6758.310000 sec): 3 clusters
  Score: Raw -386434.248987 + Penalty 3923.652944 = -382510.596044
  nChanged 3
		SP:Iteration 43Q (6758.320000 sec): 3 clusters
  Score: Raw -386435.372868 + Penalty 3923.652944 = -382511.719924
  nChanged 4
		SP:Iteration 44Q (6758.330000 sec): 3 clusters
  Score: Raw -386436.515522 + Penalty 3923.652944 = -382512.862579
  nChanged 7
		SP:Iteration 45Q (6758.340000 sec): 3 clusters
  Score: Raw -386438.910950 + Penalty 3923.652944 = -382515.258007
  nChanged 3
		SP:Iteration 46Q (6758.350000 sec): 3 clusters
  Score: Raw -386440.619797 + Penalty 3923.652944 = -382516.966853
  nChanged 4
		SP:Iteration 47Q (6758.360000 sec): 3 clusters
  Score: Raw -386444.219254 + Penalty 3923.652944 = -382520.566311
  nChanged 8
		SP:Iteration 48Q (6758.370000 sec): 3 clusters
  Score: Raw -386448.651401 + Penalty 3923.652944 = -382524.998457
  nChanged 6
		SP:Iteration 49Q (6758.380000 sec): 3 clusters
  Score: Raw -386450.905041 + Penalty 3923.652944 = -382527.252098
  nChanged 6
		SP:Iteration 50Q (6758.390000 sec): 3 clusters
  Score: Raw -386453.143883 + Penalty 3923.652944 = -382529.490939
  nChanged 3
		SP:Iteration 51Q (6758.400000 sec): 3 clusters
  Score: Raw -386455.113017 + Penalty 3923.652944 = -382531.460073
  nChanged 5
		SP:Iteration 52Q (6758.410000 sec): 3 clusters
  Score: Raw -386457.295892 + Penalty 3923.652944 = -382533.642948
  nChanged 5
		SP:Iteration 53Q (6758.420000 sec): 3 clusters
  Score: Raw -386460.615028 + Penalty 3923.652944 = -382536.962084
  nChanged 5
		SP:Iteration 54Q (6758.430000 sec): 3 clusters
  Score: Raw -386462.947495 + Penalty 3923.652944 = -382539.294551
  nChanged 4
		SP:Iteration 55Q (6758.440000 sec): 3 clusters
  Score: Raw -386464.582431 + Penalty 3923.652944 = -382540.929487
  nChanged 2
		SP:Iteration 56Q (6758.440000 sec): 3 clusters
  Score: Raw -386465.046255 + Penalty 3923.652944 = -382541.393311
  nChanged 0
		SP:Iteration 57F (6758.460000 sec): 3 clusters
  Score: Raw -386465.046255 + Penalty 3923.652944 = -382541.393311
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6758.460000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6758.470000 sec): 3 clusters
  Score: Raw -168857.279933 + Penalty 3494.272938 = -165363.006995
  nChanged 295
		SP:Iteration 1F (6758.470000 sec): 3 clusters
  Score: Raw -169141.441301 + Penalty 3494.272938 = -165647.168363
  nChanged 75
		SP:Iteration 2F (6758.480000 sec): 3 clusters
  Score: Raw -169232.728068 + Penalty 3494.272938 = -165738.455130
  nChanged 33
		SP:Iteration 3Q (6758.480000 sec): 3 clusters
  Score: Raw -169270.972611 + Penalty 3494.272938 = -165776.699673
  nChanged 18
		SP:Iteration 4Q (6758.480000 sec): 3 clusters
  Score: Raw -169289.618994 + Penalty 3494.272938 = -165795.346056
  nChanged 19
		SP:Iteration 5Q (6758.490000 sec): 3 clusters
  Score: Raw -169309.441525 + Penalty 3494.272938 = -165815.168587
  nChanged 11
		SP:Iteration 6Q (6758.490000 sec): 3 clusters
  Score: Raw -169319.257481 + Penalty 3494.272938 = -165824.984543
  nChanged 4
		SP:Iteration 7Q (6758.500000 sec): 3 clusters
  Score: Raw -169324.017487 + Penalty 3494.272938 = -165829.744549
  nChanged 4
		SP:Iteration 8Q (6758.500000 sec): 3 clusters
  Score: Raw -169326.137010 + Penalty 3494.272938 = -165831.864072
  nChanged 0
		SP:Iteration 9F (6758.500000 sec): 3 clusters
  Score: Raw -169326.137010 + Penalty 3494.272938 = -165831.864072
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6758.510000 sec): 2 clusters
  Score: Raw -256972.402976 + Penalty 1864.479917 = -255107.923060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6758.520000 sec): 3 clusters
  Score: Raw -256476.876301 + Penalty 3728.959834 = -252747.916467
  nChanged 577
		SP:Iteration 1F (6758.520000 sec): 3 clusters
  Score: Raw -257086.859301 + Penalty 3728.959834 = -253357.899467
  nChanged 199
		SP:Iteration 2F (6758.530000 sec): 3 clusters
  Score: Raw -257473.042636 + Penalty 3728.959834 = -253744.082802
  nChanged 158
		SP:Iteration 3F (6758.540000 sec): 3 clusters
  Score: Raw -257790.298113 + Penalty 3728.959834 = -254061.338279
  nChanged 113
		SP:Iteration 4F (6758.540000 sec): 3 clusters
  Score: Raw -258099.221820 + Penalty 3728.959834 = -254370.261986
  nChanged 74
		SP:Iteration 5Q (6758.550000 sec): 3 clusters
  Score: Raw -258219.892092 + Penalty 3728.959834 = -254490.932259
  nChanged 53
		SP:Iteration 6Q (6758.560000 sec): 3 clusters
  Score: Raw -258276.002396 + Penalty 3728.959834 = -254547.042562
  nChanged 26
		SP:Iteration 7Q (6758.560000 sec): 3 clusters
  Score: Raw -258314.560131 + Penalty 3728.959834 = -254585.600297
  nChanged 19
		SP:Iteration 8Q (6758.570000 sec): 3 clusters
  Score: Raw -258341.792630 + Penalty 3728.959834 = -254612.832796
  nChanged 19
		SP:Iteration 9Q (6758.580000 sec): 3 clusters
  Score: Raw -258366.637936 + Penalty 3728.959834 = -254637.678103
  nChanged 19
		SP:Iteration 10Q (6758.580000 sec): 3 clusters
  Score: Raw -258391.304361 + Penalty 3728.959834 = -254662.344527
  nChanged 12
		SP:Iteration 11Q (6758.590000 sec): 3 clusters
  Score: Raw -258409.451478 + Penalty 3728.959834 = -254680.491644
  nChanged 10
		SP:Iteration 12Q (6758.600000 sec): 3 clusters
  Score: Raw -258430.793505 + Penalty 3728.959834 = -254701.833671
  nChanged 15
		SP:Iteration 13Q (6758.600000 sec): 3 clusters
  Score: Raw -258458.040485 + Penalty 3728.959834 = -254729.080651
  nChanged 13
		SP:Iteration 14Q (6758.610000 sec): 3 clusters
  Score: Raw -258482.476230 + Penalty 3728.959834 = -254753.516396
  nChanged 5
		SP:Iteration 15Q (6758.610000 sec): 3 clusters
  Score: Raw -258491.073558 + Penalty 3728.959834 = -254762.113724
  nChanged 7
		SP:Iteration 16Q (6758.620000 sec): 3 clusters
  Score: Raw -258509.390125 + Penalty 3728.959834 = -254780.430291
  nChanged 4
		SP:Iteration 17Q (6758.620000 sec): 3 clusters
  Score: Raw -258514.418151 + Penalty 3728.959834 = -254785.458317
  nChanged 3
		SP:Iteration 18Q (6758.630000 sec): 3 clusters
  Score: Raw -258518.909506 + Penalty 3728.959834 = -254789.949672
  nChanged 2
		SP:Iteration 19Q (6758.640000 sec): 3 clusters
  Score: Raw -258520.565885 + Penalty 3728.959834 = -254791.606051
  nChanged 2
		SP:Iteration 20F (6758.640000 sec): 3 clusters
  Score: Raw -258531.583363 + Penalty 3728.959834 = -254802.623529
  nChanged 5
		SP:Iteration 21Q (6758.650000 sec): 3 clusters
  Score: Raw -258570.948015 + Penalty 3728.959834 = -254841.988181
  nChanged 2
		SP:Iteration 22Q (6758.650000 sec): 3 clusters
  Score: Raw -258580.472805 + Penalty 3728.959834 = -254851.512971
  nChanged 2
		SP:Iteration 23Q (6758.660000 sec): 3 clusters
  Score: Raw -258589.862520 + Penalty 3728.959834 = -254860.902686
  nChanged 5
		SP:Iteration 24Q (6758.660000 sec): 3 clusters
  Score: Raw -258605.471620 + Penalty 3728.959834 = -254876.511786
  nChanged 8
		SP:Iteration 25Q (6758.670000 sec): 3 clusters
  Score: Raw -258616.617034 + Penalty 3728.959834 = -254887.657200
  nChanged 6
		SP:Iteration 26Q (6758.680000 sec): 3 clusters
  Score: Raw -258624.314097 + Penalty 3728.959834 = -254895.354263
  nChanged 6
		SP:Iteration 27Q (6758.680000 sec): 3 clusters
  Score: Raw -258629.601347 + Penalty 3728.959834 = -254900.641513
  nChanged 4
		SP:Iteration 28Q (6758.680000 sec): 3 clusters
  Score: Raw -258637.897737 + Penalty 3728.959834 = -254908.937903
  nChanged 2
		SP:Iteration 29Q (6758.690000 sec): 3 clusters
  Score: Raw -258639.847967 + Penalty 3728.959834 = -254910.888133
  nChanged 1
		SP:Iteration 30Q (6758.700000 sec): 3 clusters
  Score: Raw -258642.251264 + Penalty 3728.959834 = -254913.291430
  nChanged 2
		SP:Iteration 31Q (6758.700000 sec): 3 clusters
  Score: Raw -258644.406601 + Penalty 3728.959834 = -254915.446767
  nChanged 1
		SP:Iteration 32Q (6758.710000 sec): 3 clusters
  Score: Raw -258645.478547 + Penalty 3728.959834 = -254916.518713
  nChanged 1
		SP:Iteration 33Q (6758.710000 sec): 3 clusters
  Score: Raw -258648.428782 + Penalty 3728.959834 = -254919.468948
  nChanged 3
		SP:Iteration 34Q (6758.720000 sec): 3 clusters
  Score: Raw -258652.730337 + Penalty 3728.959834 = -254923.770503
  nChanged 2
		SP:Iteration 35Q (6758.720000 sec): 3 clusters
  Score: Raw -258654.757166 + Penalty 3728.959834 = -254925.797332
  nChanged 2
		SP:Iteration 36Q (6758.730000 sec): 3 clusters
  Score: Raw -258656.645394 + Penalty 3728.959834 = -254927.685560
  nChanged 2
		SP:Iteration 37Q (6758.740000 sec): 3 clusters
  Score: Raw -258658.412171 + Penalty 3728.959834 = -254929.452338
  nChanged 0
		SP:Iteration 38F (6758.740000 sec): 3 clusters
  Score: Raw -258658.412171 + Penalty 3728.959834 = -254929.452338
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6758.780000 sec): 2 clusters
  Score: Raw -1667596.949553 + Penalty 2305.832084 = -1665291.117469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6758.820000 sec): 3 clusters
  Score: Raw -1661602.429831 + Penalty 4611.664169 = -1656990.765662
  nChanged 4569
		SP:Iteration 1F (6758.860000 sec): 3 clusters
  Score: Raw -1664051.991225 + Penalty 4611.664169 = -1659440.327056
  nChanged 665
		SP:Iteration 2F (6758.900000 sec): 3 clusters
  Score: Raw -1664327.712837 + Penalty 4611.664169 = -1659716.048668
  nChanged 495
		SP:Iteration 3Q (6758.940000 sec): 3 clusters
  Score: Raw -1664526.340107 + Penalty 4611.664169 = -1659914.675938
  nChanged 416
		SP:Iteration 4Q (6758.980000 sec): 3 clusters
  Score: Raw -1664672.947527 + Penalty 4611.664169 = -1660061.283358
  nChanged 338
		SP:Iteration 5Q (6759.020000 sec): 3 clusters
  Score: Raw -1664775.539934 + Penalty 4611.664169 = -1660163.875765
  nChanged 262
		SP:Iteration 6Q (6759.060000 sec): 3 clusters
  Score: Raw -1664848.000772 + Penalty 4611.664169 = -1660236.336603
  nChanged 210
		SP:Iteration 7Q (6759.100000 sec): 3 clusters
  Score: Raw -1664900.573401 + Penalty 4611.664169 = -1660288.909232
  nChanged 169
		SP:Iteration 8Q (6759.140000 sec): 3 clusters
  Score: Raw -1664940.019307 + Penalty 4611.664169 = -1660328.355138
  nChanged 132
		SP:Iteration 9Q (6759.180000 sec): 3 clusters
  Score: Raw -1664969.881179 + Penalty 4611.664169 = -1660358.217010
  nChanged 130
		SP:Iteration 10Q (6759.220000 sec): 3 clusters
  Score: Raw -1665000.771852 + Penalty 4611.664169 = -1660389.107683
  nChanged 138
		SP:Iteration 11Q (6759.260000 sec): 3 clusters
  Score: Raw -1665032.944720 + Penalty 4611.664169 = -1660421.280551
  nChanged 130
		SP:Iteration 12Q (6759.300000 sec): 3 clusters
  Score: Raw -1665062.615743 + Penalty 4611.664169 = -1660450.951574
  nChanged 140
		SP:Iteration 13Q (6759.340000 sec): 3 clusters
  Score: Raw -1665098.304580 + Penalty 4611.664169 = -1660486.640411
  nChanged 147
		SP:Iteration 14Q (6759.380000 sec): 3 clusters
  Score: Raw -1665133.212160 + Penalty 4611.664169 = -1660521.547991
  nChanged 133
		SP:Iteration 15Q (6759.410000 sec): 3 clusters
  Score: Raw -1665165.440818 + Penalty 4611.664169 = -1660553.776649
  nChanged 149
		SP:Iteration 16Q (6759.460000 sec): 3 clusters
  Score: Raw -1665201.440371 + Penalty 4611.664169 = -1660589.776202
  nChanged 153
		SP:Iteration 17Q (6759.500000 sec): 3 clusters
  Score: Raw -1665242.467725 + Penalty 4611.664169 = -1660630.803556
  nChanged 163
		SP:Iteration 18Q (6759.530000 sec): 3 clusters
  Score: Raw -1665282.518319 + Penalty 4611.664169 = -1660670.854150
  nChanged 161
		SP:Iteration 19Q (6759.570000 sec): 3 clusters
  Score: Raw -1665329.701860 + Penalty 4611.664169 = -1660718.037691
  nChanged 183
		SP:Iteration 20F (6759.610000 sec): 3 clusters
  Score: Raw -1665384.676152 + Penalty 4611.664169 = -1660773.011983
  nChanged 210
		SP:Iteration 21Q (6759.650000 sec): 3 clusters
  Score: Raw -1665448.426315 + Penalty 4611.664169 = -1660836.762146
  nChanged 210
		SP:Iteration 22Q (6759.690000 sec): 3 clusters
  Score: Raw -1665516.258145 + Penalty 4611.664169 = -1660904.593976
  nChanged 239
		SP:Iteration 23Q (6759.730000 sec): 3 clusters
  Score: Raw -1665607.938304 + Penalty 4611.664169 = -1660996.274135
  nChanged 295
		SP:Iteration 24Q (6759.770000 sec): 3 clusters
  Score: Raw -1665731.627874 + Penalty 4611.664169 = -1661119.963705
  nChanged 340
		SP:Iteration 25Q (6759.810000 sec): 3 clusters
  Score: Raw -1665885.966776 + Penalty 4611.664169 = -1661274.302607
  nChanged 342
		SP:Iteration 26Q (6759.850000 sec): 3 clusters
  Score: Raw -1666068.650340 + Penalty 4611.664169 = -1661456.986171
  nChanged 383
		SP:Iteration 27Q (6759.890000 sec): 3 clusters
  Score: Raw -1666294.302286 + Penalty 4611.664169 = -1661682.638117
  nChanged 401
		SP:Iteration 28Q (6759.930000 sec): 3 clusters
  Score: Raw -1666560.544755 + Penalty 4611.664169 = -1661948.880586
  nChanged 418
		SP:Iteration 29Q (6759.970000 sec): 3 clusters
  Score: Raw -1666862.446776 + Penalty 4611.664169 = -1662250.782607
  nChanged 373
		SP:Iteration 30Q (6760.010000 sec): 3 clusters
  Score: Raw -1667139.349753 + Penalty 4611.664169 = -1662527.685584
  nChanged 307
		SP:Iteration 31Q (6760.050000 sec): 3 clusters
  Score: Raw -1667377.927309 + Penalty 4611.664169 = -1662766.263140
  nChanged 246
		SP:Iteration 32Q (6760.080000 sec): 3 clusters
  Score: Raw -1667576.507729 + Penalty 4611.664169 = -1662964.843560
  nChanged 166
		SP:Iteration 33Q (6760.120000 sec): 3 clusters
  Score: Raw -1667705.017207 + Penalty 4611.664169 = -1663093.353038
  nChanged 128
		SP:Iteration 34Q (6760.160000 sec): 3 clusters
  Score: Raw -1667802.806046 + Penalty 4611.664169 = -1663191.141877
  nChanged 70
		SP:Iteration 35Q (6760.190000 sec): 3 clusters
  Score: Raw -1667848.973595 + Penalty 4611.664169 = -1663237.309426
  nChanged 42
		SP:Iteration 36Q (6760.230000 sec): 3 clusters
  Score: Raw -1667882.973432 + Penalty 4611.664169 = -1663271.309263
  nChanged 44
		SP:Iteration 37Q (6760.260000 sec): 3 clusters
  Score: Raw -1667913.129503 + Penalty 4611.664169 = -1663301.465334
  nChanged 34
		SP:Iteration 38Q (6760.290000 sec): 3 clusters
  Score: Raw -1667940.748154 + Penalty 4611.664169 = -1663329.083985
  nChanged 29
		SP:Iteration 39Q (6760.330000 sec): 3 clusters
  Score: Raw -1667962.234674 + Penalty 4611.664169 = -1663350.570505
  nChanged 22
		SP:Iteration 40F (6760.370000 sec): 3 clusters
  Score: Raw -1667977.770493 + Penalty 4611.664169 = -1663366.106324
  nChanged 13
		SP:Iteration 41Q (6760.400000 sec): 3 clusters
  Score: Raw -1667989.448685 + Penalty 4611.664169 = -1663377.784516
  nChanged 12
		SP:Iteration 42Q (6760.430000 sec): 3 clusters
  Score: Raw -1667997.585745 + Penalty 4611.664169 = -1663385.921576
  nChanged 5
		SP:Iteration 43Q (6760.460000 sec): 3 clusters
  Score: Raw -1668000.761574 + Penalty 4611.664169 = -1663389.097405
  nChanged 2
		SP:Iteration 44Q (6760.490000 sec): 3 clusters
  Score: Raw -1668001.957422 + Penalty 4611.664169 = -1663390.293253
  nChanged 4
		SP:Iteration 45Q (6760.530000 sec): 3 clusters
  Score: Raw -1668004.289552 + Penalty 4611.664169 = -1663392.625383
  nChanged 0
		SP:Iteration 46F (6760.570000 sec): 3 clusters
  Score: Raw -1668004.289552 + Penalty 4611.664169 = -1663392.625383
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6760.610000 sec): 2 clusters
  Score: Raw -1983394.227559 + Penalty 2369.339479 = -1981024.888080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6760.660000 sec): 3 clusters
  Score: Raw -1975488.502178 + Penalty 4738.678958 = -1970749.823219
  nChanged 6081
		SP:Iteration 1F (6760.710000 sec): 3 clusters
  Score: Raw -1978578.546998 + Penalty 4738.678958 = -1973839.868039
  nChanged 856
		SP:Iteration 2F (6760.770000 sec): 3 clusters
  Score: Raw -1978953.267485 + Penalty 4738.678958 = -1974214.588526
  nChanged 757
		SP:Iteration 3F (6760.810000 sec): 3 clusters
  Score: Raw -1979297.469619 + Penalty 4738.678958 = -1974558.790661
  nChanged 685
		SP:Iteration 4Q (6760.870000 sec): 3 clusters
  Score: Raw -1979612.259800 + Penalty 4738.678958 = -1974873.580842
  nChanged 662
		SP:Iteration 5Q (6760.920000 sec): 3 clusters
  Score: Raw -1979955.425502 + Penalty 4738.678958 = -1975216.746543
  nChanged 610
		SP:Iteration 6Q (6760.970000 sec): 3 clusters
  Score: Raw -1980235.504738 + Penalty 4738.678958 = -1975496.825780
  nChanged 553
		SP:Iteration 7Q (6761.020000 sec): 3 clusters
  Score: Raw -1980499.726416 + Penalty 4738.678958 = -1975761.047458
  nChanged 534
		SP:Iteration 8Q (6761.070000 sec): 3 clusters
  Score: Raw -1980761.028330 + Penalty 4738.678958 = -1976022.349372
  nChanged 506
		SP:Iteration 9Q (6761.120000 sec): 3 clusters
  Score: Raw -1981028.038871 + Penalty 4738.678958 = -1976289.359912
  nChanged 480
		SP:Iteration 10Q (6761.170000 sec): 3 clusters
  Score: Raw -1981252.993334 + Penalty 4738.678958 = -1976514.314376
  nChanged 431
		SP:Iteration 11Q (6761.220000 sec): 3 clusters
  Score: Raw -1981460.355272 + Penalty 4738.678958 = -1976721.676313
  nChanged 406
		SP:Iteration 12Q (6761.270000 sec): 3 clusters
  Score: Raw -1981647.315993 + Penalty 4738.678958 = -1976908.637034
  nChanged 370
		SP:Iteration 13Q (6761.320000 sec): 3 clusters
  Score: Raw -1981829.721838 + Penalty 4738.678958 = -1977091.042880
  nChanged 348
		SP:Iteration 14Q (6761.370000 sec): 3 clusters
  Score: Raw -1982007.630620 + Penalty 4738.678958 = -1977268.951662
  nChanged 341
		SP:Iteration 15Q (6761.420000 sec): 3 clusters
  Score: Raw -1982178.019337 + Penalty 4738.678958 = -1977439.340379
  nChanged 308
		SP:Iteration 16Q (6761.470000 sec): 3 clusters
  Score: Raw -1982346.269922 + Penalty 4738.678958 = -1977607.590964
  nChanged 301
		SP:Iteration 17Q (6761.520000 sec): 3 clusters
  Score: Raw -1982510.257711 + Penalty 4738.678958 = -1977771.578753
  nChanged 293
		SP:Iteration 18Q (6761.570000 sec): 3 clusters
  Score: Raw -1982674.638131 + Penalty 4738.678958 = -1977935.959172
  nChanged 265
		SP:Iteration 19Q (6761.610000 sec): 3 clusters
  Score: Raw -1982817.706767 + Penalty 4738.678958 = -1978079.027809
  nChanged 245
		SP:Iteration 20F (6761.660000 sec): 3 clusters
  Score: Raw -1982940.695953 + Penalty 4738.678958 = -1978202.016995
  nChanged 189
		SP:Iteration 21Q (6761.710000 sec): 3 clusters
  Score: Raw -1983030.863558 + Penalty 4738.678958 = -1978292.184599
  nChanged 162
		SP:Iteration 22Q (6761.750000 sec): 3 clusters
  Score: Raw -1983115.227470 + Penalty 4738.678958 = -1978376.548512
  nChanged 148
		SP:Iteration 23Q (6761.800000 sec): 3 clusters
  Score: Raw -1983191.620088 + Penalty 4738.678958 = -1978452.941130
  nChanged 129
		SP:Iteration 24Q (6761.840000 sec): 3 clusters
  Score: Raw -1983253.945823 + Penalty 4738.678958 = -1978515.266864
  nChanged 116
		SP:Iteration 25Q (6761.890000 sec): 3 clusters
  Score: Raw -1983304.305455 + Penalty 4738.678958 = -1978565.626497
  nChanged 100
		SP:Iteration 26Q (6761.930000 sec): 3 clusters
  Score: Raw -1983350.264555 + Penalty 4738.678958 = -1978611.585597
  nChanged 94
		SP:Iteration 27Q (6761.970000 sec): 3 clusters
  Score: Raw -1983391.428950 + Penalty 4738.678958 = -1978652.749991
  nChanged 85
		SP:Iteration 28Q (6762.010000 sec): 3 clusters
  Score: Raw -1983429.261418 + Penalty 4738.678958 = -1978690.582459
  nChanged 66
		SP:Iteration 29Q (6762.050000 sec): 3 clusters
  Score: Raw -1983454.190543 + Penalty 4738.678958 = -1978715.511585
  nChanged 75
		SP:Iteration 30Q (6762.100000 sec): 3 clusters
  Score: Raw -1983481.699659 + Penalty 4738.678958 = -1978743.020701
  nChanged 65
		SP:Iteration 31Q (6762.140000 sec): 3 clusters
  Score: Raw -1983506.760674 + Penalty 4738.678958 = -1978768.081716
  nChanged 66
		SP:Iteration 32Q (6762.180000 sec): 3 clusters
  Score: Raw -1983534.453816 + Penalty 4738.678958 = -1978795.774858
  nChanged 78
		SP:Iteration 33Q (6762.220000 sec): 3 clusters
  Score: Raw -1983567.569894 + Penalty 4738.678958 = -1978828.890935
  nChanged 79
		SP:Iteration 34Q (6762.260000 sec): 3 clusters
  Score: Raw -1983599.512937 + Penalty 4738.678958 = -1978860.833979
  nChanged 58
		SP:Iteration 35Q (6762.310000 sec): 3 clusters
  Score: Raw -1983627.114224 + Penalty 4738.678958 = -1978888.435266
  nChanged 51
		SP:Iteration 36Q (6762.350000 sec): 3 clusters
  Score: Raw -1983646.574354 + Penalty 4738.678958 = -1978907.895396
  nChanged 42
		SP:Iteration 37Q (6762.390000 sec): 3 clusters
  Score: Raw -1983659.926773 + Penalty 4738.678958 = -1978921.247815
  nChanged 43
		SP:Iteration 38Q (6762.430000 sec): 3 clusters
  Score: Raw -1983672.882981 + Penalty 4738.678958 = -1978934.204023
  nChanged 29
		SP:Iteration 39Q (6762.470000 sec): 3 clusters
  Score: Raw -1983681.266484 + Penalty 4738.678958 = -1978942.587526
  nChanged 37
		SP:Iteration 40F (6762.520000 sec): 3 clusters
  Score: Raw -1983692.979969 + Penalty 4738.678958 = -1978954.301011
  nChanged 29
		SP:Iteration 41Q (6762.560000 sec): 3 clusters
  Score: Raw -1983702.676193 + Penalty 4738.678958 = -1978963.997235
  nChanged 27
		SP:Iteration 42Q (6762.600000 sec): 3 clusters
  Score: Raw -1983710.944417 + Penalty 4738.678958 = -1978972.265459
  nChanged 23
		SP:Iteration 43Q (6762.640000 sec): 3 clusters
  Score: Raw -1983719.679538 + Penalty 4738.678958 = -1978981.000580
  nChanged 25
		SP:Iteration 44Q (6762.680000 sec): 3 clusters
  Score: Raw -1983726.779524 + Penalty 4738.678958 = -1978988.100565
  nChanged 20
		SP:Iteration 45Q (6762.720000 sec): 3 clusters
  Score: Raw -1983731.657144 + Penalty 4738.678958 = -1978992.978185
  nChanged 17
		SP:Iteration 46Q (6762.760000 sec): 3 clusters
  Score: Raw -1983735.907095 + Penalty 4738.678958 = -1978997.228137
  nChanged 16
		SP:Iteration 47Q (6762.800000 sec): 3 clusters
  Score: Raw -1983740.691607 + Penalty 4738.678958 = -1979002.012649
  nChanged 16
		SP:Iteration 48Q (6762.840000 sec): 3 clusters
  Score: Raw -1983744.560451 + Penalty 4738.678958 = -1979005.881493
  nChanged 6
		SP:Iteration 49Q (6762.880000 sec): 3 clusters
  Score: Raw -1983746.069709 + Penalty 4738.678958 = -1979007.390751
  nChanged 8
		SP:Iteration 50Q (6762.920000 sec): 3 clusters
  Score: Raw -1983748.580326 + Penalty 4738.678958 = -1979009.901368
  nChanged 9
		SP:Iteration 51Q (6762.960000 sec): 3 clusters
  Score: Raw -1983751.490642 + Penalty 4738.678958 = -1979012.811684
  nChanged 16
		SP:Iteration 52Q (6763.000000 sec): 3 clusters
  Score: Raw -1983756.014706 + Penalty 4738.678958 = -1979017.335748
  nChanged 11
		SP:Iteration 53Q (6763.040000 sec): 3 clusters
  Score: Raw -1983758.842667 + Penalty 4738.678958 = -1979020.163709
  nChanged 7
		SP:Iteration 54Q (6763.080000 sec): 3 clusters
  Score: Raw -1983760.147524 + Penalty 4738.678958 = -1979021.468566
  nChanged 7
		SP:Iteration 55Q (6763.120000 sec): 3 clusters
  Score: Raw -1983762.043058 + Penalty 4738.678958 = -1979023.364100
  nChanged 7
		SP:Iteration 56Q (6763.160000 sec): 3 clusters
  Score: Raw -1983764.199196 + Penalty 4738.678958 = -1979025.520238
  nChanged 5
		SP:Iteration 57Q (6763.210000 sec): 3 clusters
  Score: Raw -1983765.309701 + Penalty 4738.678958 = -1979026.630742
  nChanged 8
		SP:Iteration 58Q (6763.250000 sec): 3 clusters
  Score: Raw -1983767.664903 + Penalty 4738.678958 = -1979028.985944
  nChanged 11
		SP:Iteration 59Q (6763.290000 sec): 3 clusters
  Score: Raw -1983770.917380 + Penalty 4738.678958 = -1979032.238422
  nChanged 15
		SP:Iteration 60F (6763.330000 sec): 3 clusters
  Score: Raw -1983775.073481 + Penalty 4738.678958 = -1979036.394523
  nChanged 11
		SP:Iteration 61Q (6763.370000 sec): 3 clusters
  Score: Raw -1983778.004083 + Penalty 4738.678958 = -1979039.325125
  nChanged 14
		SP:Iteration 62Q (6763.410000 sec): 3 clusters
  Score: Raw -1983781.546006 + Penalty 4738.678958 = -1979042.867048
  nChanged 9
		SP:Iteration 63Q (6763.450000 sec): 3 clusters
  Score: Raw -1983784.223552 + Penalty 4738.678958 = -1979045.544594
  nChanged 9
		SP:Iteration 64Q (6763.490000 sec): 3 clusters
  Score: Raw -1983786.892846 + Penalty 4738.678958 = -1979048.213887
  nChanged 7
		SP:Iteration 65Q (6763.530000 sec): 3 clusters
  Score: Raw -1983788.806782 + Penalty 4738.678958 = -1979050.127824
  nChanged 10
		SP:Iteration 66Q (6763.570000 sec): 3 clusters
  Score: Raw -1983791.921933 + Penalty 4738.678958 = -1979053.242975
  nChanged 10
		SP:Iteration 67Q (6763.610000 sec): 3 clusters
  Score: Raw -1983794.738675 + Penalty 4738.678958 = -1979056.059717
  nChanged 12
		SP:Iteration 68Q (6763.650000 sec): 3 clusters
  Score: Raw -1983797.552001 + Penalty 4738.678958 = -1979058.873043
  nChanged 6
		SP:Iteration 69Q (6763.690000 sec): 3 clusters
  Score: Raw -1983799.022412 + Penalty 4738.678958 = -1979060.343453
  nChanged 7
		SP:Iteration 70Q (6763.730000 sec): 3 clusters
  Score: Raw -1983801.465322 + Penalty 4738.678958 = -1979062.786364
  nChanged 6
		SP:Iteration 71Q (6763.770000 sec): 3 clusters
  Score: Raw -1983803.098434 + Penalty 4738.678958 = -1979064.419476
  nChanged 6
		SP:Iteration 72Q (6763.810000 sec): 3 clusters
  Score: Raw -1983805.149251 + Penalty 4738.678958 = -1979066.470293
  nChanged 5
		SP:Iteration 73Q (6763.850000 sec): 3 clusters
  Score: Raw -1983806.112413 + Penalty 4738.678958 = -1979067.433454
  nChanged 4
		SP:Iteration 74Q (6763.890000 sec): 3 clusters
  Score: Raw -1983807.588016 + Penalty 4738.678958 = -1979068.909057
  nChanged 11
		SP:Iteration 75Q (6763.930000 sec): 3 clusters
  Score: Raw -1983810.353236 + Penalty 4738.678958 = -1979071.674278
  nChanged 9
		SP:Iteration 76Q (6763.970000 sec): 3 clusters
  Score: Raw -1983812.719609 + Penalty 4738.678958 = -1979074.040650
  nChanged 5
		SP:Iteration 77Q (6764.010000 sec): 3 clusters
  Score: Raw -1983813.713800 + Penalty 4738.678958 = -1979075.034841
  nChanged 4
		SP:Iteration 78Q (6764.050000 sec): 3 clusters
  Score: Raw -1983814.526651 + Penalty 4738.678958 = -1979075.847693
  nChanged 3
		SP:Iteration 79Q (6764.090000 sec): 3 clusters
  Score: Raw -1983815.593691 + Penalty 4738.678958 = -1979076.914733
  nChanged 3
		SP:Iteration 80F (6764.140000 sec): 3 clusters
  Score: Raw -1983816.333897 + Penalty 4738.678958 = -1979077.654938
  nChanged 3
		SP:Iteration 81Q (6764.180000 sec): 3 clusters
  Score: Raw -1983816.848700 + Penalty 4738.678958 = -1979078.169742
  nChanged 3
		SP:Iteration 82Q (6764.220000 sec): 3 clusters
  Score: Raw -1983817.878589 + Penalty 4738.678958 = -1979079.199631
  nChanged 3
		SP:Iteration 83Q (6764.260000 sec): 3 clusters
  Score: Raw -1983819.336060 + Penalty 4738.678958 = -1979080.657101
  nChanged 8
		SP:Iteration 84Q (6764.300000 sec): 3 clusters
  Score: Raw -1983821.239214 + Penalty 4738.678958 = -1979082.560256
  nChanged 4
		SP:Iteration 85Q (6764.340000 sec): 3 clusters
  Score: Raw -1983822.140654 + Penalty 4738.678958 = -1979083.461696
  nChanged 2
		SP:Iteration 86Q (6764.380000 sec): 3 clusters
  Score: Raw -1983822.899260 + Penalty 4738.678958 = -1979084.220301
  nChanged 1
		SP:Iteration 87Q (6764.410000 sec): 3 clusters
  Score: Raw -1983823.119910 + Penalty 4738.678958 = -1979084.440952
  nChanged 2
		SP:Iteration 88Q (6764.450000 sec): 3 clusters
  Score: Raw -1983823.602274 + Penalty 4738.678958 = -1979084.923316
  nChanged 2
		SP:Iteration 89Q (6764.490000 sec): 3 clusters
  Score: Raw -1983824.264251 + Penalty 4738.678958 = -1979085.585293
  nChanged 1
		SP:Iteration 90Q (6764.530000 sec): 3 clusters
  Score: Raw -1983824.532215 + Penalty 4738.678958 = -1979085.853257
  nChanged 0
		SP:Iteration 91F (6764.580000 sec): 3 clusters
  Score: Raw -1983824.532215 + Penalty 4738.678958 = -1979085.853257
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6764.590000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6764.590000 sec): 3 clusters
  Score: Raw -73220.538390 + Penalty 3074.445443 = -70146.092947
  nChanged 94
		SP:Iteration 1F (6764.590000 sec): 3 clusters
  Score: Raw -73398.209333 + Penalty 3074.445443 = -70323.763890
  nChanged 16
		SP:Iteration 2Q (6764.590000 sec): 3 clusters
  Score: Raw -73433.573290 + Penalty 3074.445443 = -70359.127847
  nChanged 9
		SP:Iteration 3Q (6764.590000 sec): 3 clusters
  Score: Raw -73452.700182 + Penalty 3074.445443 = -70378.254738
  nChanged 6
		SP:Iteration 4Q (6764.600000 sec): 3 clusters
  Score: Raw -73465.057632 + Penalty 3074.445443 = -70390.612188
  nChanged 3
		SP:Iteration 5Q (6764.600000 sec): 3 clusters
  Score: Raw -73471.103968 + Penalty 3074.445443 = -70396.658525
  nChanged 3
		SP:Iteration 6Q (6764.600000 sec): 3 clusters
  Score: Raw -73479.319009 + Penalty 3074.445443 = -70404.873566
  nChanged 5
		SP:Iteration 7Q (6764.600000 sec): 3 clusters
  Score: Raw -73490.209662 + Penalty 3074.445443 = -70415.764218
  nChanged 1
		SP:Iteration 8Q (6764.610000 sec): 3 clusters
  Score: Raw -73496.393007 + Penalty 3074.445443 = -70421.947564
  nChanged 2
		SP:Iteration 9Q (6764.610000 sec): 3 clusters
  Score: Raw -73503.490026 + Penalty 3074.445443 = -70429.044583
  nChanged 0
		SP:Iteration 10F (6764.610000 sec): 3 clusters
  Score: Raw -73503.490026 + Penalty 3074.445443 = -70429.044583
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6764.620000 sec): 2 clusters
  Score: Raw -311484.322142 + Penalty 1906.964035 = -309577.358108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6764.630000 sec): 3 clusters
  Score: Raw -310656.079511 + Penalty 3813.928069 = -306842.151442
  nChanged 729
		SP:Iteration 1F (6764.630000 sec): 3 clusters
  Score: Raw -311152.170677 + Penalty 3813.928069 = -307338.242607
  nChanged 157
		SP:Iteration 2F (6764.640000 sec): 3 clusters
  Score: Raw -311282.449021 + Penalty 3813.928069 = -307468.520951
  nChanged 90
		SP:Iteration 3Q (6764.650000 sec): 3 clusters
  Score: Raw -311352.359907 + Penalty 3813.928069 = -307538.431837
  nChanged 49
		SP:Iteration 4Q (6764.660000 sec): 3 clusters
  Score: Raw -311386.187671 + Penalty 3813.928069 = -307572.259601
  nChanged 38
		SP:Iteration 5Q (6764.670000 sec): 3 clusters
  Score: Raw -311416.475118 + Penalty 3813.928069 = -307602.547049
  nChanged 40
		SP:Iteration 6Q (6764.670000 sec): 3 clusters
  Score: Raw -311449.097980 + Penalty 3813.928069 = -307635.169911
  nChanged 46
		SP:Iteration 7Q (6764.680000 sec): 3 clusters
  Score: Raw -311482.686790 + Penalty 3813.928069 = -307668.758720
  nChanged 38
		SP:Iteration 8Q (6764.690000 sec): 3 clusters
  Score: Raw -311510.348326 + Penalty 3813.928069 = -307696.420257
  nChanged 30
		SP:Iteration 9Q (6764.690000 sec): 3 clusters
  Score: Raw -311527.279289 + Penalty 3813.928069 = -307713.351220
  nChanged 19
		SP:Iteration 10Q (6764.700000 sec): 3 clusters
  Score: Raw -311539.333893 + Penalty 3813.928069 = -307725.405824
  nChanged 16
		SP:Iteration 11Q (6764.710000 sec): 3 clusters
  Score: Raw -311550.052665 + Penalty 3813.928069 = -307736.124595
  nChanged 16
		SP:Iteration 12Q (6764.720000 sec): 3 clusters
  Score: Raw -311560.105076 + Penalty 3813.928069 = -307746.177007
  nChanged 16
		SP:Iteration 13Q (6764.730000 sec): 3 clusters
  Score: Raw -311571.840056 + Penalty 3813.928069 = -307757.911986
  nChanged 16
		SP:Iteration 14Q (6764.730000 sec): 3 clusters
  Score: Raw -311581.227877 + Penalty 3813.928069 = -307767.299808
  nChanged 16
		SP:Iteration 15Q (6764.740000 sec): 3 clusters
  Score: Raw -311594.268059 + Penalty 3813.928069 = -307780.339989
  nChanged 22
		SP:Iteration 16Q (6764.750000 sec): 3 clusters
  Score: Raw -311607.377571 + Penalty 3813.928069 = -307793.449502
  nChanged 10
		SP:Iteration 17Q (6764.760000 sec): 3 clusters
  Score: Raw -311613.773229 + Penalty 3813.928069 = -307799.845160
  nChanged 15
		SP:Iteration 18Q (6764.770000 sec): 3 clusters
  Score: Raw -311623.642926 + Penalty 3813.928069 = -307809.714857
  nChanged 16
		SP:Iteration 19Q (6764.770000 sec): 3 clusters
  Score: Raw -311636.161707 + Penalty 3813.928069 = -307822.233638
  nChanged 13
		SP:Iteration 20F (6764.780000 sec): 3 clusters
  Score: Raw -311644.679850 + Penalty 3813.928069 = -307830.751781
  nChanged 3
		SP:Iteration 21Q (6764.790000 sec): 3 clusters
  Score: Raw -311646.477813 + Penalty 3813.928069 = -307832.549743
  nChanged 6
		SP:Iteration 22Q (6764.790000 sec): 3 clusters
  Score: Raw -311650.546971 + Penalty 3813.928069 = -307836.618902
  nChanged 6
		SP:Iteration 23Q (6764.800000 sec): 3 clusters
  Score: Raw -311654.534708 + Penalty 3813.928069 = -307840.606638
  nChanged 4
		SP:Iteration 24Q (6764.810000 sec): 3 clusters
  Score: Raw -311657.026282 + Penalty 3813.928069 = -307843.098213
  nChanged 6
		SP:Iteration 25Q (6764.820000 sec): 3 clusters
  Score: Raw -311660.232410 + Penalty 3813.928069 = -307846.304341
  nChanged 5
		SP:Iteration 26Q (6764.830000 sec): 3 clusters
  Score: Raw -311662.937879 + Penalty 3813.928069 = -307849.009809
  nChanged 2
		SP:Iteration 27Q (6764.830000 sec): 3 clusters
  Score: Raw -311664.278468 + Penalty 3813.928069 = -307850.350398
  nChanged 5
		SP:Iteration 28Q (6764.840000 sec): 3 clusters
  Score: Raw -311666.793381 + Penalty 3813.928069 = -307852.865312
  nChanged 8
		SP:Iteration 29Q (6764.850000 sec): 3 clusters
  Score: Raw -311672.665738 + Penalty 3813.928069 = -307858.737669
  nChanged 5
		SP:Iteration 30Q (6764.860000 sec): 3 clusters
  Score: Raw -311674.894580 + Penalty 3813.928069 = -307860.966511
  nChanged 2
		SP:Iteration 31Q (6764.870000 sec): 3 clusters
  Score: Raw -311676.156869 + Penalty 3813.928069 = -307862.228800
  nChanged 0
		SP:Iteration 32F (6764.870000 sec): 3 clusters
  Score: Raw -311676.156869 + Penalty 3813.928069 = -307862.228800
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31539 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6764.980000 sec): 2 clusters
  Score: Raw -4606417.984295 + Penalty 2569.027078 = -4603848.957217
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6765.090000 sec): 3 clusters
  Score: Raw -4587590.371160 + Penalty 5138.054157 = -4582452.317003
  nChanged 14098
		SP:Iteration 1F (6765.210000 sec): 3 clusters
  Score: Raw -4595363.879552 + Penalty 5138.054157 = -4590225.825396
  nChanged 1411
		SP:Iteration 2Q (6765.330000 sec): 3 clusters
  Score: Raw -4595827.538484 + Penalty 5138.054157 = -4590689.484327
  nChanged 1309
		SP:Iteration 3Q (6765.450000 sec): 3 clusters
  Score: Raw -4596333.557085 + Penalty 5138.054157 = -4591195.502928
  nChanged 1351
		SP:Iteration 4Q (6765.560000 sec): 3 clusters
  Score: Raw -4596924.111497 + Penalty 5138.054157 = -4591786.057341
  nChanged 1463
		SP:Iteration 5Q (6765.680000 sec): 3 clusters
  Score: Raw -4597659.004680 + Penalty 5138.054157 = -4592520.950524
  nChanged 1721
		SP:Iteration 6F (6765.800000 sec): 3 clusters
  Score: Raw -4598658.604662 + Penalty 5138.054157 = -4593520.550505
  nChanged 1936
		SP:Iteration 7F (6765.910000 sec): 3 clusters
  Score: Raw -4599884.037374 + Penalty 5138.054157 = -4594745.983218
  nChanged 2051
		SP:Iteration 8F (6766.030000 sec): 3 clusters
  Score: Raw -4601237.724275 + Penalty 5138.054157 = -4596099.670119
  nChanged 1912
		SP:Iteration 9F (6766.140000 sec): 3 clusters
  Score: Raw -4602587.704283 + Penalty 5138.054157 = -4597449.650126
  nChanged 1646
		SP:Iteration 10F (6766.260000 sec): 3 clusters
  Score: Raw -4603854.163953 + Penalty 5138.054157 = -4598716.109796
  nChanged 1323
		SP:Iteration 11Q (6766.370000 sec): 3 clusters
  Score: Raw -4605158.191847 + Penalty 5138.054157 = -4600020.137691
  nChanged 885
		SP:Iteration 12Q (6766.490000 sec): 3 clusters
  Score: Raw -4606382.740501 + Penalty 5138.054157 = -4601244.686344
  nChanged 538
		SP:Iteration 13Q (6766.590000 sec): 3 clusters
  Score: Raw -4606837.420543 + Penalty 5138.054157 = -4601699.366387
  nChanged 360
		SP:Iteration 14Q (6766.690000 sec): 3 clusters
  Score: Raw -4607003.169028 + Penalty 5138.054157 = -4601865.114871
  nChanged 274
		SP:Iteration 15Q (6766.790000 sec): 3 clusters
  Score: Raw -4607112.150044 + Penalty 5138.054157 = -4601974.095887
  nChanged 218
		SP:Iteration 16Q (6766.880000 sec): 3 clusters
  Score: Raw -4607187.452241 + Penalty 5138.054157 = -4602049.398084
  nChanged 184
		SP:Iteration 17Q (6766.970000 sec): 3 clusters
  Score: Raw -4607247.888041 + Penalty 5138.054157 = -4602109.833884
  nChanged 156
		SP:Iteration 18Q (6767.070000 sec): 3 clusters
  Score: Raw -4607290.300086 + Penalty 5138.054157 = -4602152.245930
  nChanged 104
		SP:Iteration 19Q (6767.160000 sec): 3 clusters
  Score: Raw -4607315.187813 + Penalty 5138.054157 = -4602177.133656
  nChanged 99
		SP:Iteration 20F (6767.280000 sec): 3 clusters
  Score: Raw -4607338.237510 + Penalty 5138.054157 = -4602200.183353
  nChanged 74
		SP:Iteration 21Q (6767.370000 sec): 3 clusters
  Score: Raw -4607354.436363 + Penalty 5138.054157 = -4602216.382206
  nChanged 58
		SP:Iteration 22Q (6767.460000 sec): 3 clusters
  Score: Raw -4607365.993024 + Penalty 5138.054157 = -4602227.938868
  nChanged 55
		SP:Iteration 23Q (6767.550000 sec): 3 clusters
  Score: Raw -4607374.975525 + Penalty 5138.054157 = -4602236.921368
  nChanged 42
		SP:Iteration 24Q (6767.640000 sec): 3 clusters
  Score: Raw -4607381.870250 + Penalty 5138.054157 = -4602243.816093
  nChanged 33
		SP:Iteration 25Q (6767.730000 sec): 3 clusters
  Score: Raw -4607389.149444 + Penalty 5138.054157 = -4602251.095287
  nChanged 31
		SP:Iteration 26Q (6767.820000 sec): 3 clusters
  Score: Raw -4607394.848824 + Penalty 5138.054157 = -4602256.794668
  nChanged 27
		SP:Iteration 27Q (6767.910000 sec): 3 clusters
  Score: Raw -4607399.308017 + Penalty 5138.054157 = -4602261.253860
  nChanged 17
		SP:Iteration 28Q (6768.000000 sec): 3 clusters
  Score: Raw -4607401.798075 + Penalty 5138.054157 = -4602263.743919
  nChanged 15
		SP:Iteration 29Q (6768.090000 sec): 3 clusters
  Score: Raw -4607404.225232 + Penalty 5138.054157 = -4602266.171075
  nChanged 12
		SP:Iteration 30Q (6768.180000 sec): 3 clusters
  Score: Raw -4607406.014037 + Penalty 5138.054157 = -4602267.959880
  nChanged 7
		SP:Iteration 31Q (6768.270000 sec): 3 clusters
  Score: Raw -4607406.965871 + Penalty 5138.054157 = -4602268.911714
  nChanged 9
		SP:Iteration 32Q (6768.360000 sec): 3 clusters
  Score: Raw -4607407.838189 + Penalty 5138.054157 = -4602269.784032
  nChanged 8
		SP:Iteration 33Q (6768.450000 sec): 3 clusters
  Score: Raw -4607408.818829 + Penalty 5138.054157 = -4602270.764672
  nChanged 7
		SP:Iteration 34Q (6768.540000 sec): 3 clusters
  Score: Raw -4607409.676586 + Penalty 5138.054157 = -4602271.622430
  nChanged 9
		SP:Iteration 35Q (6768.630000 sec): 3 clusters
  Score: Raw -4607410.903662 + Penalty 5138.054157 = -4602272.849506
  nChanged 11
		SP:Iteration 36Q (6768.720000 sec): 3 clusters
  Score: Raw -4607412.538161 + Penalty 5138.054157 = -4602274.484005
  nChanged 10
		SP:Iteration 37Q (6768.810000 sec): 3 clusters
  Score: Raw -4607414.168224 + Penalty 5138.054157 = -4602276.114068
  nChanged 9
		SP:Iteration 38Q (6768.900000 sec): 3 clusters
  Score: Raw -4607415.252869 + Penalty 5138.054157 = -4602277.198712
  nChanged 12
		SP:Iteration 39Q (6768.990000 sec): 3 clusters
  Score: Raw -4607416.932157 + Penalty 5138.054157 = -4602278.878001
  nChanged 16
		SP:Iteration 40F (6769.110000 sec): 3 clusters
  Score: Raw -4607419.842734 + Penalty 5138.054157 = -4602281.788578
  nChanged 17
		SP:Iteration 41Q (6769.190000 sec): 3 clusters
  Score: Raw -4607422.132167 + Penalty 5138.054157 = -4602284.078010
  nChanged 10
		SP:Iteration 42Q (6769.290000 sec): 3 clusters
  Score: Raw -4607424.057435 + Penalty 5138.054157 = -4602286.003279
  nChanged 15
		SP:Iteration 43Q (6769.370000 sec): 3 clusters
  Score: Raw -4607427.088275 + Penalty 5138.054157 = -4602289.034118
  nChanged 14
		SP:Iteration 44Q (6769.470000 sec): 3 clusters
  Score: Raw -4607429.173567 + Penalty 5138.054157 = -4602291.119411
  nChanged 10
		SP:Iteration 45Q (6769.550000 sec): 3 clusters
  Score: Raw -4607430.833956 + Penalty 5138.054157 = -4602292.779800
  nChanged 15
		SP:Iteration 46Q (6769.640000 sec): 3 clusters
  Score: Raw -4607434.538720 + Penalty 5138.054157 = -4602296.484563
  nChanged 17
		SP:Iteration 47Q (6769.730000 sec): 3 clusters
  Score: Raw -4607436.762801 + Penalty 5138.054157 = -4602298.708645
  nChanged 9
		SP:Iteration 48Q (6769.820000 sec): 3 clusters
  Score: Raw -4607438.246787 + Penalty 5138.054157 = -4602300.192630
  nChanged 8
		SP:Iteration 49Q (6769.910000 sec): 3 clusters
  Score: Raw -4607439.453876 + Penalty 5138.054157 = -4602301.399719
  nChanged 4
		SP:Iteration 50Q (6770.000000 sec): 3 clusters
  Score: Raw -4607440.090868 + Penalty 5138.054157 = -4602302.036712
  nChanged 6
		SP:Iteration 51Q (6770.090000 sec): 3 clusters
  Score: Raw -4607441.033397 + Penalty 5138.054157 = -4602302.979240
  nChanged 4
		SP:Iteration 52Q (6770.170000 sec): 3 clusters
  Score: Raw -4607441.527089 + Penalty 5138.054157 = -4602303.472933
  nChanged 3
		SP:Iteration 53Q (6770.270000 sec): 3 clusters
  Score: Raw -4607441.922142 + Penalty 5138.054157 = -4602303.867985
  nChanged 1
		SP:Iteration 54Q (6770.350000 sec): 3 clusters
  Score: Raw -4607442.081400 + Penalty 5138.054157 = -4602304.027243
  nChanged 0
		SP:Iteration 55F (6770.470000 sec): 3 clusters
  Score: Raw -4607442.081400 + Penalty 5138.054157 = -4602304.027243
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6770.790000 sec): 2 clusters
  Score: Raw -14358616.355029 + Penalty 2852.078443 = -14355764.276586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6771.150000 sec): 3 clusters
  Score: Raw -14295472.971536 + Penalty 5704.156886 = -14289768.814650
  nChanged 46427
		SP:Iteration 1F (6771.520000 sec): 3 clusters
  Score: Raw -14321884.346806 + Penalty 5704.156886 = -14316180.189920
  nChanged 3452
		SP:Iteration 2Q (6771.890000 sec): 3 clusters
  Score: Raw -14322739.852288 + Penalty 5704.156886 = -14317035.695402
  nChanged 3532
		SP:Iteration 3Q (6772.260000 sec): 3 clusters
  Score: Raw -14323664.137365 + Penalty 5704.156886 = -14317959.980479
  nChanged 3579
		SP:Iteration 4Q (6772.630000 sec): 3 clusters
  Score: Raw -14324686.748479 + Penalty 5704.156886 = -14318982.591592
  nChanged 3680
		SP:Iteration 5Q (6773.000000 sec): 3 clusters
  Score: Raw -14325851.607825 + Penalty 5704.156886 = -14320147.450939
  nChanged 4024
		SP:Iteration 6Q (6773.370000 sec): 3 clusters
  Score: Raw -14327262.255917 + Penalty 5704.156886 = -14321558.099031
  nChanged 4326
		SP:Iteration 7Q (6773.740000 sec): 3 clusters
  Score: Raw -14328887.630766 + Penalty 5704.156886 = -14323183.473880
  nChanged 4459
		SP:Iteration 8Q (6774.110000 sec): 3 clusters
  Score: Raw -14330795.652643 + Penalty 5704.156886 = -14325091.495757
  nChanged 4876
		SP:Iteration 9Q (6774.490000 sec): 3 clusters
  Score: Raw -14333245.055961 + Penalty 5704.156886 = -14327540.899074
  nChanged 5140
		SP:Iteration 10F (6774.850000 sec): 3 clusters
  Score: Raw -14336231.211757 + Penalty 5704.156886 = -14330527.054871
  nChanged 5096
		SP:Iteration 11F (6775.210000 sec): 3 clusters
  Score: Raw -14339544.254035 + Penalty 5704.156886 = -14333840.097149
  nChanged 4860
		SP:Iteration 12Q (6775.580000 sec): 3 clusters
  Score: Raw -14342983.032775 + Penalty 5704.156886 = -14337278.875889
  nChanged 4136
		SP:Iteration 13Q (6775.950000 sec): 3 clusters
  Score: Raw -14345903.263697 + Penalty 5704.156886 = -14340199.106811
  nChanged 3458
		SP:Iteration 14Q (6776.300000 sec): 3 clusters
  Score: Raw -14348125.627640 + Penalty 5704.156886 = -14342421.470754
  nChanged 2897
		SP:Iteration 15Q (6776.640000 sec): 3 clusters
  Score: Raw -14349819.038045 + Penalty 5704.156886 = -14344114.881159
  nChanged 2455
		SP:Iteration 16Q (6776.970000 sec): 3 clusters
  Score: Raw -14351181.775798 + Penalty 5704.156886 = -14345477.618912
  nChanged 2192
		SP:Iteration 17Q (6777.290000 sec): 3 clusters
  Score: Raw -14352399.817738 + Penalty 5704.156886 = -14346695.660852
  nChanged 2086
		SP:Iteration 18Q (6777.600000 sec): 3 clusters
  Score: Raw -14353570.896360 + Penalty 5704.156886 = -14347866.739474
  nChanged 1815
		SP:Iteration 19Q (6777.900000 sec): 3 clusters
  Score: Raw -14354594.898660 + Penalty 5704.156886 = -14348890.741774
  nChanged 1674
		SP:Iteration 20F (6778.260000 sec): 3 clusters
  Score: Raw -14355564.034719 + Penalty 5704.156886 = -14349859.877832
  nChanged 1413
		SP:Iteration 21Q (6778.550000 sec): 3 clusters
  Score: Raw -14356403.307844 + Penalty 5704.156886 = -14350699.150958
  nChanged 1161
		SP:Iteration 22Q (6778.830000 sec): 3 clusters
  Score: Raw -14357103.332793 + Penalty 5704.156886 = -14351399.175907
  nChanged 938
		SP:Iteration 23Q (6779.110000 sec): 3 clusters
  Score: Raw -14357672.320468 + Penalty 5704.156886 = -14351968.163582
  nChanged 746
		SP:Iteration 24Q (6779.380000 sec): 3 clusters
  Score: Raw -14358128.046689 + Penalty 5704.156886 = -14352423.889803
  nChanged 563
		SP:Iteration 25Q (6779.650000 sec): 3 clusters
  Score: Raw -14358457.613295 + Penalty 5704.156886 = -14352753.456409
  nChanged 407
		SP:Iteration 26Q (6779.910000 sec): 3 clusters
  Score: Raw -14358688.118802 + Penalty 5704.156886 = -14352983.961916
  nChanged 269
		SP:Iteration 27Q (6780.170000 sec): 3 clusters
  Score: Raw -14358844.570119 + Penalty 5704.156886 = -14353140.413233
  nChanged 210
		SP:Iteration 28Q (6780.430000 sec): 3 clusters
  Score: Raw -14358959.672029 + Penalty 5704.156886 = -14353255.515143
  nChanged 141
		SP:Iteration 29Q (6780.690000 sec): 3 clusters
  Score: Raw -14359025.881543 + Penalty 5704.156886 = -14353321.724657
  nChanged 83
		SP:Iteration 30Q (6780.950000 sec): 3 clusters
  Score: Raw -14359064.814822 + Penalty 5704.156886 = -14353360.657936
  nChanged 66
		SP:Iteration 31Q (6781.210000 sec): 3 clusters
  Score: Raw -14359094.144037 + Penalty 5704.156886 = -14353389.987151
  nChanged 54
		SP:Iteration 32Q (6781.460000 sec): 3 clusters
  Score: Raw -14359127.129109 + Penalty 5704.156886 = -14353422.972223
  nChanged 49
		SP:Iteration 33Q (6781.710000 sec): 3 clusters
  Score: Raw -14359156.471294 + Penalty 5704.156886 = -14353452.314408
  nChanged 40
		SP:Iteration 34Q (6781.970000 sec): 3 clusters
  Score: Raw -14359175.880289 + Penalty 5704.156886 = -14353471.723403
  nChanged 34
		SP:Iteration 35Q (6782.220000 sec): 3 clusters
  Score: Raw -14359190.917102 + Penalty 5704.156886 = -14353486.760216
  nChanged 19
		SP:Iteration 36Q (6782.480000 sec): 3 clusters
  Score: Raw -14359200.068923 + Penalty 5704.156886 = -14353495.912037
  nChanged 18
		SP:Iteration 37Q (6782.730000 sec): 3 clusters
  Score: Raw -14359208.299898 + Penalty 5704.156886 = -14353504.143012
  nChanged 23
		SP:Iteration 38Q (6782.990000 sec): 3 clusters
  Score: Raw -14359218.569811 + Penalty 5704.156886 = -14353514.412925
  nChanged 17
		SP:Iteration 39Q (6783.240000 sec): 3 clusters
  Score: Raw -14359228.485401 + Penalty 5704.156886 = -14353524.328515
  nChanged 13
		SP:Iteration 40F (6783.590000 sec): 3 clusters
  Score: Raw -14359235.043760 + Penalty 5704.156886 = -14353530.886874
  nChanged 10
		SP:Iteration 41Q (6783.850000 sec): 3 clusters
  Score: Raw -14359239.962116 + Penalty 5704.156886 = -14353535.805230
  nChanged 7
		SP:Iteration 42Q (6784.100000 sec): 3 clusters
  Score: Raw -14359243.678200 + Penalty 5704.156886 = -14353539.521314
  nChanged 6
		SP:Iteration 43Q (6784.360000 sec): 3 clusters
  Score: Raw -14359246.560637 + Penalty 5704.156886 = -14353542.403751
  nChanged 4
		SP:Iteration 44Q (6784.610000 sec): 3 clusters
  Score: Raw -14359247.693260 + Penalty 5704.156886 = -14353543.536374
  nChanged 1
		SP:Iteration 45Q (6784.870000 sec): 3 clusters
  Score: Raw -14359247.858152 + Penalty 5704.156886 = -14353543.701266
  nChanged 0
		SP:Iteration 46F (6785.220000 sec): 3 clusters
  Score: Raw -14359247.858152 + Penalty 5704.156886 = -14353543.701266
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6785.350000 sec): 2 clusters
  Score: Raw -5603362.844415 + Penalty 2602.846611 = -5600759.997804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6785.490000 sec): 3 clusters
  Score: Raw -5581297.617493 + Penalty 5205.693221 = -5576091.924271
  nChanged 16528
		SP:Iteration 1F (6785.620000 sec): 3 clusters
  Score: Raw -5590261.423605 + Penalty 5205.693221 = -5585055.730384
  nChanged 1580
		SP:Iteration 2Q (6785.750000 sec): 3 clusters
  Score: Raw -5590739.403586 + Penalty 5205.693221 = -5585533.710365
  nChanged 1428
		SP:Iteration 3Q (6785.890000 sec): 3 clusters
  Score: Raw -5591179.747081 + Penalty 5205.693221 = -5585974.053860
  nChanged 1366
		SP:Iteration 4Q (6786.020000 sec): 3 clusters
  Score: Raw -5591576.775893 + Penalty 5205.693221 = -5586371.082672
  nChanged 1337
		SP:Iteration 5Q (6786.160000 sec): 3 clusters
  Score: Raw -5591990.059296 + Penalty 5205.693221 = -5586784.366075
  nChanged 1253
		SP:Iteration 6Q (6786.290000 sec): 3 clusters
  Score: Raw -5592385.598713 + Penalty 5205.693221 = -5587179.905492
  nChanged 1285
		SP:Iteration 7Q (6786.430000 sec): 3 clusters
  Score: Raw -5592804.129250 + Penalty 5205.693221 = -5587598.436028
  nChanged 1317
		SP:Iteration 8Q (6786.560000 sec): 3 clusters
  Score: Raw -5593302.638534 + Penalty 5205.693221 = -5588096.945313
  nChanged 1397
		SP:Iteration 9Q (6786.690000 sec): 3 clusters
  Score: Raw -5593956.151942 + Penalty 5205.693221 = -5588750.458721
  nChanged 1585
		SP:Iteration 10Q (6786.830000 sec): 3 clusters
  Score: Raw -5594776.723531 + Penalty 5205.693221 = -5589571.030310
  nChanged 1683
		SP:Iteration 11Q (6786.960000 sec): 3 clusters
  Score: Raw -5595792.112776 + Penalty 5205.693221 = -5590586.419555
  nChanged 1714
		SP:Iteration 12Q (6787.100000 sec): 3 clusters
  Score: Raw -5596950.799350 + Penalty 5205.693221 = -5591745.106129
  nChanged 1603
		SP:Iteration 13Q (6787.230000 sec): 3 clusters
  Score: Raw -5598009.950567 + Penalty 5205.693221 = -5592804.257346
  nChanged 1378
		SP:Iteration 14Q (6787.360000 sec): 3 clusters
  Score: Raw -5598815.761266 + Penalty 5205.693221 = -5593610.068045
  nChanged 1026
		SP:Iteration 15Q (6787.490000 sec): 3 clusters
  Score: Raw -5599357.897946 + Penalty 5205.693221 = -5594152.204724
  nChanged 850
		SP:Iteration 16Q (6787.610000 sec): 3 clusters
  Score: Raw -5599779.437576 + Penalty 5205.693221 = -5594573.744354
  nChanged 736
		SP:Iteration 17Q (6787.730000 sec): 3 clusters
  Score: Raw -5600122.485446 + Penalty 5205.693221 = -5594916.792225
  nChanged 673
		SP:Iteration 18Q (6787.840000 sec): 3 clusters
  Score: Raw -5600432.204287 + Penalty 5205.693221 = -5595226.511066
  nChanged 626
		SP:Iteration 19Q (6787.960000 sec): 3 clusters
  Score: Raw -5600723.390649 + Penalty 5205.693221 = -5595517.697428
  nChanged 611
		SP:Iteration 20F (6788.090000 sec): 3 clusters
  Score: Raw -5601001.419466 + Penalty 5205.693221 = -5595795.726244
  nChanged 529
		SP:Iteration 21Q (6788.190000 sec): 3 clusters
  Score: Raw -5601242.392955 + Penalty 5205.693221 = -5596036.699734
  nChanged 528
		SP:Iteration 22Q (6788.310000 sec): 3 clusters
  Score: Raw -5601502.700330 + Penalty 5205.693221 = -5596297.007109
  nChanged 500
		SP:Iteration 23Q (6788.410000 sec): 3 clusters
  Score: Raw -5601772.857242 + Penalty 5205.693221 = -5596567.164021
  nChanged 483
		SP:Iteration 24Q (6788.520000 sec): 3 clusters
  Score: Raw -5602054.380094 + Penalty 5205.693221 = -5596848.686873
  nChanged 482
		SP:Iteration 25Q (6788.620000 sec): 3 clusters
  Score: Raw -5602351.352170 + Penalty 5205.693221 = -5597145.658948
  nChanged 412
		SP:Iteration 26Q (6788.720000 sec): 3 clusters
  Score: Raw -5602624.573569 + Penalty 5205.693221 = -5597418.880348
  nChanged 365
		SP:Iteration 27Q (6788.820000 sec): 3 clusters
  Score: Raw -5602874.819032 + Penalty 5205.693221 = -5597669.125810
  nChanged 298
		SP:Iteration 28Q (6788.920000 sec): 3 clusters
  Score: Raw -5603075.182230 + Penalty 5205.693221 = -5597869.489009
  nChanged 240
		SP:Iteration 29Q (6789.020000 sec): 3 clusters
  Score: Raw -5603245.789249 + Penalty 5205.693221 = -5598040.096028
  nChanged 167
		SP:Iteration 30Q (6789.110000 sec): 3 clusters
  Score: Raw -5603353.359275 + Penalty 5205.693221 = -5598147.666054
  nChanged 118
		SP:Iteration 31Q (6789.210000 sec): 3 clusters
  Score: Raw -5603434.327403 + Penalty 5205.693221 = -5598228.634182
  nChanged 73
		SP:Iteration 32Q (6789.300000 sec): 3 clusters
  Score: Raw -5603477.765710 + Penalty 5205.693221 = -5598272.072489
  nChanged 57
		SP:Iteration 33Q (6789.400000 sec): 3 clusters
  Score: Raw -5603521.353498 + Penalty 5205.693221 = -5598315.660276
  nChanged 49
		SP:Iteration 34Q (6789.490000 sec): 3 clusters
  Score: Raw -5603565.220219 + Penalty 5205.693221 = -5598359.526997
  nChanged 27
		SP:Iteration 35Q (6789.590000 sec): 3 clusters
  Score: Raw -5603585.116348 + Penalty 5205.693221 = -5598379.423127
  nChanged 25
		SP:Iteration 36Q (6789.680000 sec): 3 clusters
  Score: Raw -5603606.136716 + Penalty 5205.693221 = -5598400.443495
  nChanged 28
		SP:Iteration 37Q (6789.770000 sec): 3 clusters
  Score: Raw -5603626.764386 + Penalty 5205.693221 = -5598421.071164
  nChanged 24
		SP:Iteration 38Q (6789.860000 sec): 3 clusters
  Score: Raw -5603645.093397 + Penalty 5205.693221 = -5598439.400176
  nChanged 14
		SP:Iteration 39Q (6789.950000 sec): 3 clusters
  Score: Raw -5603655.424558 + Penalty 5205.693221 = -5598449.731337
  nChanged 11
		SP:Iteration 40F (6790.080000 sec): 3 clusters
  Score: Raw -5603663.521202 + Penalty 5205.693221 = -5598457.827980
  nChanged 10
		SP:Iteration 41Q (6790.170000 sec): 3 clusters
  Score: Raw -5603671.232691 + Penalty 5205.693221 = -5598465.539470
  nChanged 10
		SP:Iteration 42Q (6790.270000 sec): 3 clusters
  Score: Raw -5603681.057557 + Penalty 5205.693221 = -5598475.364336
  nChanged 11
		SP:Iteration 43Q (6790.360000 sec): 3 clusters
  Score: Raw -5603690.655830 + Penalty 5205.693221 = -5598484.962609
  nChanged 8
		SP:Iteration 44Q (6790.450000 sec): 3 clusters
  Score: Raw -5603696.637420 + Penalty 5205.693221 = -5598490.944199
  nChanged 6
		SP:Iteration 45Q (6790.540000 sec): 3 clusters
  Score: Raw -5603701.242786 + Penalty 5205.693221 = -5598495.549565
  nChanged 2
		SP:Iteration 46Q (6790.630000 sec): 3 clusters
  Score: Raw -5603702.274572 + Penalty 5205.693221 = -5598496.581351
  nChanged 1
		SP:Iteration 47Q (6790.730000 sec): 3 clusters
  Score: Raw -5603703.495009 + Penalty 5205.693221 = -5598497.801788
  nChanged 4
		SP:Iteration 48Q (6790.810000 sec): 3 clusters
  Score: Raw -5603705.551551 + Penalty 5205.693221 = -5598499.858330
  nChanged 2
		SP:Iteration 49Q (6790.910000 sec): 3 clusters
  Score: Raw -5603706.432166 + Penalty 5205.693221 = -5598500.738945
  nChanged 2
		SP:Iteration 50Q (6791.000000 sec): 3 clusters
  Score: Raw -5603707.007473 + Penalty 5205.693221 = -5598501.314252
  nChanged 1
		SP:Iteration 51Q (6791.090000 sec): 3 clusters
  Score: Raw -5603708.085720 + Penalty 5205.693221 = -5598502.392499
  nChanged 1
		SP:Iteration 52Q (6791.180000 sec): 3 clusters
  Score: Raw -5603709.520490 + Penalty 5205.693221 = -5598503.827268
  nChanged 3
		SP:Iteration 53Q (6791.280000 sec): 3 clusters
  Score: Raw -5603713.782699 + Penalty 5205.693221 = -5598508.089478
  nChanged 1
		SP:Iteration 54Q (6791.370000 sec): 3 clusters
  Score: Raw -5603715.168984 + Penalty 5205.693221 = -5598509.475762
  nChanged 3
		SP:Iteration 55Q (6791.460000 sec): 3 clusters
  Score: Raw -5603717.948836 + Penalty 5205.693221 = -5598512.255615
  nChanged 4
		SP:Iteration 56Q (6791.550000 sec): 3 clusters
  Score: Raw -5603720.438225 + Penalty 5205.693221 = -5598514.745004
  nChanged 3
		SP:Iteration 57Q (6791.640000 sec): 3 clusters
  Score: Raw -5603723.100121 + Penalty 5205.693221 = -5598517.406899
  nChanged 4
		SP:Iteration 58Q (6791.730000 sec): 3 clusters
  Score: Raw -5603726.759819 + Penalty 5205.693221 = -5598521.066597
  nChanged 0
		SP:Iteration 59F (6791.860000 sec): 3 clusters
  Score: Raw -5603726.759819 + Penalty 5205.693221 = -5598521.066597
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6792.180000 sec): 2 clusters
  Score: Raw -14573736.013139 + Penalty 2851.849794 = -14570884.163345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6792.540000 sec): 3 clusters
  Score: Raw -14510673.941417 + Penalty 5703.699588 = -14504970.241829
  nChanged 46704
		SP:Iteration 1F (6792.910000 sec): 3 clusters
  Score: Raw -14536918.501620 + Penalty 5703.699588 = -14531214.802032
  nChanged 2965
		SP:Iteration 2Q (6793.280000 sec): 3 clusters
  Score: Raw -14537530.279475 + Penalty 5703.699588 = -14531826.579887
  nChanged 2919
		SP:Iteration 3Q (6793.660000 sec): 3 clusters
  Score: Raw -14538178.682952 + Penalty 5703.699588 = -14532474.983364
  nChanged 3039
		SP:Iteration 4Q (6794.030000 sec): 3 clusters
  Score: Raw -14538902.554430 + Penalty 5703.699588 = -14533198.854842
  nChanged 3219
		SP:Iteration 5Q (6794.400000 sec): 3 clusters
  Score: Raw -14539798.246654 + Penalty 5703.699588 = -14534094.547066
  nChanged 3708
		SP:Iteration 6Q (6794.770000 sec): 3 clusters
  Score: Raw -14541100.024013 + Penalty 5703.699588 = -14535396.324425
  nChanged 4608
		SP:Iteration 7Q (6795.140000 sec): 3 clusters
  Score: Raw -14543182.199749 + Penalty 5703.699588 = -14537478.500161
  nChanged 5645
		SP:Iteration 8F (6795.510000 sec): 3 clusters
  Score: Raw -14546400.209370 + Penalty 5703.699588 = -14540696.509782
  nChanged 6753
		SP:Iteration 9F (6795.870000 sec): 3 clusters
  Score: Raw -14551107.568297 + Penalty 5703.699588 = -14545403.868709
  nChanged 7327
		SP:Iteration 10F (6796.240000 sec): 3 clusters
  Score: Raw -14556995.512361 + Penalty 5703.699588 = -14551291.812773
  nChanged 6908
		SP:Iteration 11F (6796.600000 sec): 3 clusters
  Score: Raw -14562946.361360 + Penalty 5703.699588 = -14557242.661772
  nChanged 5352
		SP:Iteration 12F (6796.960000 sec): 3 clusters
  Score: Raw -14567653.880872 + Penalty 5703.699588 = -14561950.181284
  nChanged 3507
		SP:Iteration 13Q (6797.300000 sec): 3 clusters
  Score: Raw -14570726.335490 + Penalty 5703.699588 = -14565022.635902
  nChanged 1937
		SP:Iteration 14Q (6797.620000 sec): 3 clusters
  Score: Raw -14572376.495988 + Penalty 5703.699588 = -14566672.796400
  nChanged 1018
		SP:Iteration 15Q (6797.920000 sec): 3 clusters
  Score: Raw -14573177.877190 + Penalty 5703.699588 = -14567474.177602
  nChanged 557
		SP:Iteration 16Q (6798.200000 sec): 3 clusters
  Score: Raw -14573606.500942 + Penalty 5703.699588 = -14567902.801354
  nChanged 336
		SP:Iteration 17Q (6798.470000 sec): 3 clusters
  Score: Raw -14573843.625729 + Penalty 5703.699588 = -14568139.926141
  nChanged 195
		SP:Iteration 18Q (6798.730000 sec): 3 clusters
  Score: Raw -14573953.347122 + Penalty 5703.699588 = -14568249.647534
  nChanged 115
		SP:Iteration 19Q (6798.990000 sec): 3 clusters
  Score: Raw -14574013.709287 + Penalty 5703.699588 = -14568310.009699
  nChanged 72
		SP:Iteration 20F (6799.340000 sec): 3 clusters
  Score: Raw -14574050.251879 + Penalty 5703.699588 = -14568346.552291
  nChanged 49
		SP:Iteration 21Q (6799.600000 sec): 3 clusters
  Score: Raw -14574078.681782 + Penalty 5703.699588 = -14568374.982194
  nChanged 44
		SP:Iteration 22Q (6799.860000 sec): 3 clusters
  Score: Raw -14574106.366953 + Penalty 5703.699588 = -14568402.667365
  nChanged 35
		SP:Iteration 23Q (6800.120000 sec): 3 clusters
  Score: Raw -14574126.768344 + Penalty 5703.699588 = -14568423.068756
  nChanged 25
		SP:Iteration 24Q (6800.370000 sec): 3 clusters
  Score: Raw -14574139.139486 + Penalty 5703.699588 = -14568435.439898
  nChanged 18
		SP:Iteration 25Q (6800.630000 sec): 3 clusters
  Score: Raw -14574150.921222 + Penalty 5703.699588 = -14568447.221634
  nChanged 18
		SP:Iteration 26Q (6800.880000 sec): 3 clusters
  Score: Raw -14574161.661284 + Penalty 5703.699588 = -14568457.961696
  nChanged 20
		SP:Iteration 27Q (6801.140000 sec): 3 clusters
  Score: Raw -14574174.344706 + Penalty 5703.699588 = -14568470.645118
  nChanged 21
		SP:Iteration 28Q (6801.400000 sec): 3 clusters
  Score: Raw -14574186.672396 + Penalty 5703.699588 = -14568482.972808
  nChanged 18
		SP:Iteration 29Q (6801.650000 sec): 3 clusters
  Score: Raw -14574195.866740 + Penalty 5703.699588 = -14568492.167152
  nChanged 9
		SP:Iteration 30Q (6801.900000 sec): 3 clusters
  Score: Raw -14574201.418256 + Penalty 5703.699588 = -14568497.718668
  nChanged 9
		SP:Iteration 31Q (6802.160000 sec): 3 clusters
  Score: Raw -14574206.715338 + Penalty 5703.699588 = -14568503.015750
  nChanged 7
		SP:Iteration 32Q (6802.410000 sec): 3 clusters
  Score: Raw -14574209.670813 + Penalty 5703.699588 = -14568505.971225
  nChanged 4
		SP:Iteration 33Q (6802.660000 sec): 3 clusters
  Score: Raw -14574211.385785 + Penalty 5703.699588 = -14568507.686197
  nChanged 1
		SP:Iteration 34Q (6802.920000 sec): 3 clusters
  Score: Raw -14574211.586340 + Penalty 5703.699588 = -14568507.886752
  nChanged 2
		SP:Iteration 35Q (6803.170000 sec): 3 clusters
  Score: Raw -14574212.553307 + Penalty 5703.699588 = -14568508.853719
  nChanged 7
		SP:Iteration 36Q (6803.420000 sec): 3 clusters
  Score: Raw -14574216.921909 + Penalty 5703.699588 = -14568513.222321
  nChanged 5
		SP:Iteration 37Q (6803.680000 sec): 3 clusters
  Score: Raw -14574220.513047 + Penalty 5703.699588 = -14568516.813459
  nChanged 9
		SP:Iteration 38Q (6803.930000 sec): 3 clusters
  Score: Raw -14574227.506316 + Penalty 5703.699588 = -14568523.806728
  nChanged 7
		SP:Iteration 39Q (6804.180000 sec): 3 clusters
  Score: Raw -14574232.200426 + Penalty 5703.699588 = -14568528.500838
  nChanged 9
		SP:Iteration 40F (6804.540000 sec): 3 clusters
  Score: Raw -14574238.357264 + Penalty 5703.699588 = -14568534.657676
  nChanged 11
		SP:Iteration 41Q (6804.800000 sec): 3 clusters
  Score: Raw -14574244.296649 + Penalty 5703.699588 = -14568540.597060
  nChanged 8
		SP:Iteration 42Q (6805.050000 sec): 3 clusters
  Score: Raw -14574248.601186 + Penalty 5703.699588 = -14568544.901598
  nChanged 5
		SP:Iteration 43Q (6805.300000 sec): 3 clusters
  Score: Raw -14574251.444584 + Penalty 5703.699588 = -14568547.744996
  nChanged 4
		SP:Iteration 44Q (6805.560000 sec): 3 clusters
  Score: Raw -14574252.981459 + Penalty 5703.699588 = -14568549.281870
  nChanged 3
		SP:Iteration 45Q (6805.810000 sec): 3 clusters
  Score: Raw -14574254.611907 + Penalty 5703.699588 = -14568550.912318
  nChanged 2
		SP:Iteration 46Q (6806.060000 sec): 3 clusters
  Score: Raw -14574255.415946 + Penalty 5703.699588 = -14568551.716358
  nChanged 0
		SP:Iteration 47F (6806.420000 sec): 3 clusters
  Score: Raw -14574255.415946 + Penalty 5703.699588 = -14568551.716358
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6806.460000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6806.460000 sec): 3 clusters
  Score: Raw -22194.248719 + Penalty 2547.356025 = -19646.892694
  nChanged 11
		SP:Iteration 1F (6806.460000 sec): 3 clusters
  Score: Raw -22258.536074 + Penalty 2547.356025 = -19711.180049
  nChanged 2
		SP:Iteration 2Q (6806.460000 sec): 3 clusters
  Score: Raw -22274.165167 + Penalty 2547.356025 = -19726.809142
  nChanged 2
		SP:Iteration 3Q (6806.460000 sec): 3 clusters
  Score: Raw -22289.870673 + Penalty 2547.356025 = -19742.514648
  nChanged 1
		SP:Iteration 4Q (6806.460000 sec): 3 clusters
  Score: Raw -22297.699492 + Penalty 2547.356025 = -19750.343467
  nChanged 0
		SP:Iteration 5F (6806.460000 sec): 3 clusters
  Score: Raw -22297.699492 + Penalty 2547.356025 = -19750.343467
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6806.630000 sec): 2 clusters
  Score: Raw -7501035.638050 + Penalty 2688.595070 = -7498347.042979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6806.820000 sec): 3 clusters
  Score: Raw -7469264.131559 + Penalty 5377.190141 = -7463886.941419
  nChanged 23704
		SP:Iteration 1F (6807.010000 sec): 3 clusters
  Score: Raw -7482231.490088 + Penalty 5377.190141 = -7476854.299948
  nChanged 1892
		SP:Iteration 2Q (6807.210000 sec): 3 clusters
  Score: Raw -7482743.464461 + Penalty 5377.190141 = -7477366.274321
  nChanged 1824
		SP:Iteration 3Q (6807.400000 sec): 3 clusters
  Score: Raw -7483283.130859 + Penalty 5377.190141 = -7477905.940718
  nChanged 1881
		SP:Iteration 4Q (6807.590000 sec): 3 clusters
  Score: Raw -7483932.315411 + Penalty 5377.190141 = -7478555.125270
  nChanged 2106
		SP:Iteration 5Q (6807.780000 sec): 3 clusters
  Score: Raw -7484742.243937 + Penalty 5377.190141 = -7479365.053796
  nChanged 2288
		SP:Iteration 6Q (6807.970000 sec): 3 clusters
  Score: Raw -7485727.995584 + Penalty 5377.190141 = -7480350.805443
  nChanged 2415
		SP:Iteration 7Q (6808.160000 sec): 3 clusters
  Score: Raw -7486877.804930 + Penalty 5377.190141 = -7481500.614789
  nChanged 2480
		SP:Iteration 8Q (6808.360000 sec): 3 clusters
  Score: Raw -7488160.069664 + Penalty 5377.190141 = -7482782.879523
  nChanged 2552
		SP:Iteration 9Q (6808.540000 sec): 3 clusters
  Score: Raw -7489483.707014 + Penalty 5377.190141 = -7484106.516873
  nChanged 2477
		SP:Iteration 10Q (6808.740000 sec): 3 clusters
  Score: Raw -7490754.563598 + Penalty 5377.190141 = -7485377.373458
  nChanged 2230
		SP:Iteration 11Q (6808.920000 sec): 3 clusters
  Score: Raw -7491843.959350 + Penalty 5377.190141 = -7486466.769209
  nChanged 2067
		SP:Iteration 12Q (6809.110000 sec): 3 clusters
  Score: Raw -7492811.868802 + Penalty 5377.190141 = -7487434.678661
  nChanged 1941
		SP:Iteration 13Q (6809.300000 sec): 3 clusters
  Score: Raw -7493730.234577 + Penalty 5377.190141 = -7488353.044436
  nChanged 1991
		SP:Iteration 14Q (6809.480000 sec): 3 clusters
  Score: Raw -7494689.537806 + Penalty 5377.190141 = -7489312.347665
  nChanged 1929
		SP:Iteration 15Q (6809.660000 sec): 3 clusters
  Score: Raw -7495651.908550 + Penalty 5377.190141 = -7490274.718409
  nChanged 1955
		SP:Iteration 16Q (6809.840000 sec): 3 clusters
  Score: Raw -7496671.851975 + Penalty 5377.190141 = -7491294.661834
  nChanged 1855
		SP:Iteration 17Q (6810.010000 sec): 3 clusters
  Score: Raw -7497660.228744 + Penalty 5377.190141 = -7492283.038603
  nChanged 1607
		SP:Iteration 18Q (6810.180000 sec): 3 clusters
  Score: Raw -7498517.238520 + Penalty 5377.190141 = -7493140.048379
  nChanged 1351
		SP:Iteration 19Q (6810.340000 sec): 3 clusters
  Score: Raw -7499242.288514 + Penalty 5377.190141 = -7493865.098373
  nChanged 1077
		SP:Iteration 20F (6810.530000 sec): 3 clusters
  Score: Raw -7499789.595804 + Penalty 5377.190141 = -7494412.405663
  nChanged 820
		SP:Iteration 21Q (6810.680000 sec): 3 clusters
  Score: Raw -7500192.389483 + Penalty 5377.190141 = -7494815.199342
  nChanged 608
		SP:Iteration 22Q (6810.830000 sec): 3 clusters
  Score: Raw -7500500.910959 + Penalty 5377.190141 = -7495123.720818
  nChanged 454
		SP:Iteration 23Q (6810.980000 sec): 3 clusters
  Score: Raw -7500724.201173 + Penalty 5377.190141 = -7495347.011032
  nChanged 320
		SP:Iteration 24Q (6811.120000 sec): 3 clusters
  Score: Raw -7500889.739657 + Penalty 5377.190141 = -7495512.549516
  nChanged 256
		SP:Iteration 25Q (6811.260000 sec): 3 clusters
  Score: Raw -7501017.728594 + Penalty 5377.190141 = -7495640.538453
  nChanged 195
		SP:Iteration 26Q (6811.400000 sec): 3 clusters
  Score: Raw -7501114.228248 + Penalty 5377.190141 = -7495737.038107
  nChanged 150
		SP:Iteration 27Q (6811.540000 sec): 3 clusters
  Score: Raw -7501192.588386 + Penalty 5377.190141 = -7495815.398245
  nChanged 113
		SP:Iteration 28Q (6811.680000 sec): 3 clusters
  Score: Raw -7501256.240066 + Penalty 5377.190141 = -7495879.049925
  nChanged 95
		SP:Iteration 29Q (6811.820000 sec): 3 clusters
  Score: Raw -7501306.332636 + Penalty 5377.190141 = -7495929.142495
  nChanged 72
		SP:Iteration 30Q (6811.950000 sec): 3 clusters
  Score: Raw -7501346.692690 + Penalty 5377.190141 = -7495969.502549
  nChanged 68
		SP:Iteration 31Q (6812.090000 sec): 3 clusters
  Score: Raw -7501384.246636 + Penalty 5377.190141 = -7496007.056495
  nChanged 47
		SP:Iteration 32Q (6812.220000 sec): 3 clusters
  Score: Raw -7501406.893374 + Penalty 5377.190141 = -7496029.703233
  nChanged 36
		SP:Iteration 33Q (6812.360000 sec): 3 clusters
  Score: Raw -7501426.362364 + Penalty 5377.190141 = -7496049.172223
  nChanged 29
		SP:Iteration 34Q (6812.490000 sec): 3 clusters
  Score: Raw -7501441.138489 + Penalty 5377.190141 = -7496063.948348
  nChanged 31
		SP:Iteration 35Q (6812.630000 sec): 3 clusters
  Score: Raw -7501455.093249 + Penalty 5377.190141 = -7496077.903108
  nChanged 26
		SP:Iteration 36Q (6812.760000 sec): 3 clusters
  Score: Raw -7501467.634327 + Penalty 5377.190141 = -7496090.444186
  nChanged 19
		SP:Iteration 37Q (6812.900000 sec): 3 clusters
  Score: Raw -7501477.543772 + Penalty 5377.190141 = -7496100.353631
  nChanged 21
		SP:Iteration 38Q (6813.030000 sec): 3 clusters
  Score: Raw -7501489.525678 + Penalty 5377.190141 = -7496112.335537
  nChanged 25
		SP:Iteration 39Q (6813.160000 sec): 3 clusters
  Score: Raw -7501503.701750 + Penalty 5377.190141 = -7496126.511609
  nChanged 19
		SP:Iteration 40F (6813.340000 sec): 3 clusters
  Score: Raw -7501510.863273 + Penalty 5377.190141 = -7496133.673132
  nChanged 10
		SP:Iteration 41Q (6813.480000 sec): 3 clusters
  Score: Raw -7501514.875132 + Penalty 5377.190141 = -7496137.684991
  nChanged 7
		SP:Iteration 42Q (6813.610000 sec): 3 clusters
  Score: Raw -7501517.255960 + Penalty 5377.190141 = -7496140.065819
  nChanged 8
		SP:Iteration 43Q (6813.740000 sec): 3 clusters
  Score: Raw -7501520.574535 + Penalty 5377.190141 = -7496143.384394
  nChanged 5
		SP:Iteration 44Q (6813.880000 sec): 3 clusters
  Score: Raw -7501523.203168 + Penalty 5377.190141 = -7496146.013027
  nChanged 6
		SP:Iteration 45Q (6814.010000 sec): 3 clusters
  Score: Raw -7501526.304659 + Penalty 5377.190141 = -7496149.114518
  nChanged 7
		SP:Iteration 46Q (6814.140000 sec): 3 clusters
  Score: Raw -7501529.618687 + Penalty 5377.190141 = -7496152.428546
  nChanged 6
		SP:Iteration 47Q (6814.280000 sec): 3 clusters
  Score: Raw -7501531.958808 + Penalty 5377.190141 = -7496154.768667
  nChanged 3
		SP:Iteration 48Q (6814.420000 sec): 3 clusters
  Score: Raw -7501532.974936 + Penalty 5377.190141 = -7496155.784795
  nChanged 4
		SP:Iteration 49Q (6814.550000 sec): 3 clusters
  Score: Raw -7501534.570816 + Penalty 5377.190141 = -7496157.380675
  nChanged 1
		SP:Iteration 50Q (6814.680000 sec): 3 clusters
  Score: Raw -7501535.051844 + Penalty 5377.190141 = -7496157.861703
  nChanged 1
		SP:Iteration 51Q (6814.810000 sec): 3 clusters
  Score: Raw -7501535.417703 + Penalty 5377.190141 = -7496158.227562
  nChanged 0
		SP:Iteration 52F (6815.000000 sec): 3 clusters
  Score: Raw -7501535.417703 + Penalty 5377.190141 = -7496158.227562
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6815.020000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6815.020000 sec): 3 clusters
  Score: Raw -76072.231751 + Penalty 3043.240186 = -73028.991565
  nChanged 119
		SP:Iteration 1F (6815.020000 sec): 3 clusters
  Score: Raw -76373.076442 + Penalty 3043.240186 = -73329.836256
  nChanged 52
		SP:Iteration 2F (6815.020000 sec): 3 clusters
  Score: Raw -76585.340447 + Penalty 3043.240186 = -73542.100261
  nChanged 36
		SP:Iteration 3F (6815.030000 sec): 3 clusters
  Score: Raw -76749.220912 + Penalty 3043.240186 = -73705.980726
  nChanged 13
		SP:Iteration 4Q (6815.030000 sec): 3 clusters
  Score: Raw -76811.341347 + Penalty 3043.240186 = -73768.101161
  nChanged 2
		SP:Iteration 5Q (6815.030000 sec): 3 clusters
  Score: Raw -76822.668545 + Penalty 3043.240186 = -73779.428359
  nChanged 1
		SP:Iteration 6Q (6815.030000 sec): 3 clusters
  Score: Raw -76832.245035 + Penalty 3043.240186 = -73789.004849
  nChanged 1
		SP:Iteration 7Q (6815.030000 sec): 3 clusters
  Score: Raw -76843.302475 + Penalty 3043.240186 = -73800.062289
  nChanged 2
		SP:Iteration 8Q (6815.030000 sec): 3 clusters
  Score: Raw -76858.296595 + Penalty 3043.240186 = -73815.056409
  nChanged 1
		SP:Iteration 9Q (6815.040000 sec): 3 clusters
  Score: Raw -76862.466949 + Penalty 3043.240186 = -73819.226763
  nChanged 1
		SP:Iteration 10Q (6815.040000 sec): 3 clusters
  Score: Raw -76864.291603 + Penalty 3043.240186 = -73821.051417
  nChanged 0
		SP:Iteration 11F (6815.040000 sec): 3 clusters
  Score: Raw -76864.291603 + Penalty 3043.240186 = -73821.051417
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6815.040000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6815.040000 sec): 3 clusters
  Score: Raw -68267.426771 + Penalty 3055.958832 = -65211.467939
  nChanged 75
		SP:Iteration 1F (6815.040000 sec): 3 clusters
  Score: Raw -68403.500674 + Penalty 3055.958832 = -65347.541842
  nChanged 18
		SP:Iteration 2Q (6815.050000 sec): 3 clusters
  Score: Raw -68448.791101 + Penalty 3055.958832 = -65392.832269
  nChanged 9
		SP:Iteration 3Q (6815.050000 sec): 3 clusters
  Score: Raw -68475.541078 + Penalty 3055.958832 = -65419.582246
  nChanged 8
		SP:Iteration 4Q (6815.050000 sec): 3 clusters
  Score: Raw -68500.355932 + Penalty 3055.958832 = -65444.397101
  nChanged 4
		SP:Iteration 5Q (6815.050000 sec): 3 clusters
  Score: Raw -68509.814912 + Penalty 3055.958832 = -65453.856081
  nChanged 0
		SP:Iteration 6F (6815.060000 sec): 3 clusters
  Score: Raw -68509.814912 + Penalty 3055.958832 = -65453.856081
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (268463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6815.940000 sec): 2 clusters
  Score: Raw -39726690.479392 + Penalty 3100.116158 = -39723590.363233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6816.940000 sec): 3 clusters
  Score: Raw -39549025.115037 + Penalty 6200.232317 = -39542824.882720
  nChanged 130098
		SP:Iteration 1F (6817.930000 sec): 3 clusters
  Score: Raw -39625461.695617 + Penalty 6200.232317 = -39619261.463300
  nChanged 6062
		SP:Iteration 2Q (6818.940000 sec): 3 clusters
  Score: Raw -39626411.481323 + Penalty 6200.232317 = -39620211.249007
  nChanged 6172
		SP:Iteration 3Q (6819.940000 sec): 3 clusters
  Score: Raw -39627443.892669 + Penalty 6200.232317 = -39621243.660352
  nChanged 6395
		SP:Iteration 4Q (6820.950000 sec): 3 clusters
  Score: Raw -39628626.541433 + Penalty 6200.232317 = -39622426.309116
  nChanged 6931
		SP:Iteration 5Q (6821.960000 sec): 3 clusters
  Score: Raw -39630173.714692 + Penalty 6200.232317 = -39623973.482376
  nChanged 8154
		SP:Iteration 6Q (6822.980000 sec): 3 clusters
  Score: Raw -39632423.641772 + Penalty 6200.232317 = -39626223.409455
  nChanged 9919
		SP:Iteration 7Q (6823.980000 sec): 3 clusters
  Score: Raw -39635920.665542 + Penalty 6200.232317 = -39629720.433225
  nChanged 12294
		SP:Iteration 8Q (6824.990000 sec): 3 clusters
  Score: Raw -39641681.124938 + Penalty 6200.232317 = -39635480.892621
  nChanged 15438
		SP:Iteration 9F (6825.980000 sec): 3 clusters
  Score: Raw -39651132.614253 + Penalty 6200.232317 = -39644932.381937
  nChanged 18175
		SP:Iteration 10F (6826.980000 sec): 3 clusters
  Score: Raw -39664835.350464 + Penalty 6200.232317 = -39658635.118147
  nChanged 18204
		SP:Iteration 11F (6827.970000 sec): 3 clusters
  Score: Raw -39680133.579628 + Penalty 6200.232317 = -39673933.347311
  nChanged 15266
		SP:Iteration 12F (6828.960000 sec): 3 clusters
  Score: Raw -39692907.627129 + Penalty 6200.232317 = -39686707.394812
  nChanged 11367
		SP:Iteration 13Q (6829.890000 sec): 3 clusters
  Score: Raw -39702186.959598 + Penalty 6200.232317 = -39695986.727281
  nChanged 8111
		SP:Iteration 14Q (6830.770000 sec): 3 clusters
  Score: Raw -39708332.284670 + Penalty 6200.232317 = -39702132.052353
  nChanged 5875
		SP:Iteration 15Q (6831.590000 sec): 3 clusters
  Score: Raw -39712575.479277 + Penalty 6200.232317 = -39706375.246960
  nChanged 4478
		SP:Iteration 16Q (6832.380000 sec): 3 clusters
  Score: Raw -39715851.842001 + Penalty 6200.232317 = -39709651.609684
  nChanged 3517
		SP:Iteration 17Q (6833.140000 sec): 3 clusters
  Score: Raw -39718434.119285 + Penalty 6200.232317 = -39712233.886968
  nChanged 2715
		SP:Iteration 18Q (6833.890000 sec): 3 clusters
  Score: Raw -39720445.896875 + Penalty 6200.232317 = -39714245.664558
  nChanged 2116
		SP:Iteration 19Q (6834.620000 sec): 3 clusters
  Score: Raw -39722021.332588 + Penalty 6200.232317 = -39715821.100271
  nChanged 1670
		SP:Iteration 20F (6835.600000 sec): 3 clusters
  Score: Raw -39723179.834892 + Penalty 6200.232317 = -39716979.602575
  nChanged 1337
		SP:Iteration 21Q (6836.310000 sec): 3 clusters
  Score: Raw -39724050.556797 + Penalty 6200.232317 = -39717850.324480
  nChanged 1038
		SP:Iteration 22Q (6837.000000 sec): 3 clusters
  Score: Raw -39724678.972628 + Penalty 6200.232317 = -39718478.740311
  nChanged 821
		SP:Iteration 23Q (6837.700000 sec): 3 clusters
  Score: Raw -39725139.581022 + Penalty 6200.232317 = -39718939.348705
  nChanged 674
		SP:Iteration 24Q (6838.390000 sec): 3 clusters
  Score: Raw -39725472.764407 + Penalty 6200.232317 = -39719272.532090
  nChanged 545
		SP:Iteration 25Q (6839.080000 sec): 3 clusters
  Score: Raw -39725727.799939 + Penalty 6200.232317 = -39719527.567622
  nChanged 461
		SP:Iteration 26Q (6839.760000 sec): 3 clusters
  Score: Raw -39725931.209442 + Penalty 6200.232317 = -39719730.977125
  nChanged 388
		SP:Iteration 27Q (6840.450000 sec): 3 clusters
  Score: Raw -39726096.027583 + Penalty 6200.232317 = -39719895.795266
  nChanged 330
		SP:Iteration 28Q (6841.130000 sec): 3 clusters
  Score: Raw -39726235.448596 + Penalty 6200.232317 = -39720035.216279
  nChanged 298
		SP:Iteration 29Q (6841.810000 sec): 3 clusters
  Score: Raw -39726351.205856 + Penalty 6200.232317 = -39720150.973539
  nChanged 241
		SP:Iteration 30Q (6842.490000 sec): 3 clusters
  Score: Raw -39726440.236750 + Penalty 6200.232317 = -39720240.004433
  nChanged 215
		SP:Iteration 31Q (6843.180000 sec): 3 clusters
  Score: Raw -39726518.949241 + Penalty 6200.232317 = -39720318.716924
  nChanged 191
		SP:Iteration 32Q (6843.860000 sec): 3 clusters
  Score: Raw -39726594.742494 + Penalty 6200.232317 = -39720394.510177
  nChanged 168
		SP:Iteration 33Q (6844.540000 sec): 3 clusters
  Score: Raw -39726662.170975 + Penalty 6200.232317 = -39720461.938658
  nChanged 146
		SP:Iteration 34Q (6845.220000 sec): 3 clusters
  Score: Raw -39726713.767073 + Penalty 6200.232317 = -39720513.534756
  nChanged 117
		SP:Iteration 35Q (6845.900000 sec): 3 clusters
  Score: Raw -39726758.342197 + Penalty 6200.232317 = -39720558.109880
  nChanged 106
		SP:Iteration 36Q (6846.580000 sec): 3 clusters
  Score: Raw -39726791.484706 + Penalty 6200.232317 = -39720591.252389
  nChanged 96
		SP:Iteration 37Q (6847.250000 sec): 3 clusters
  Score: Raw -39726820.860802 + Penalty 6200.232317 = -39720620.628485
  nChanged 84
		SP:Iteration 38Q (6847.930000 sec): 3 clusters
  Score: Raw -39726847.220063 + Penalty 6200.232317 = -39720646.987746
  nChanged 74
		SP:Iteration 39Q (6848.610000 sec): 3 clusters
  Score: Raw -39726868.913640 + Penalty 6200.232317 = -39720668.681323
  nChanged 55
		SP:Iteration 40F (6849.590000 sec): 3 clusters
  Score: Raw -39726888.174547 + Penalty 6200.232317 = -39720687.942231
  nChanged 65
		SP:Iteration 41Q (6850.270000 sec): 3 clusters
  Score: Raw -39726910.136509 + Penalty 6200.232317 = -39720709.904192
  nChanged 60
		SP:Iteration 42Q (6850.950000 sec): 3 clusters
  Score: Raw -39726928.918025 + Penalty 6200.232317 = -39720728.685708
  nChanged 43
		SP:Iteration 43Q (6851.620000 sec): 3 clusters
  Score: Raw -39726942.922477 + Penalty 6200.232317 = -39720742.690160
  nChanged 32
		SP:Iteration 44Q (6852.300000 sec): 3 clusters
  Score: Raw -39726954.529413 + Penalty 6200.232317 = -39720754.297096
  nChanged 34
		SP:Iteration 45Q (6852.980000 sec): 3 clusters
  Score: Raw -39726965.246370 + Penalty 6200.232317 = -39720765.014053
  nChanged 26
		SP:Iteration 46Q (6853.650000 sec): 3 clusters
  Score: Raw -39726973.724734 + Penalty 6200.232317 = -39720773.492417
  nChanged 22
		SP:Iteration 47Q (6854.330000 sec): 3 clusters
  Score: Raw -39726980.352732 + Penalty 6200.232317 = -39720780.120416
  nChanged 24
		SP:Iteration 48Q (6855.010000 sec): 3 clusters
  Score: Raw -39726989.020631 + Penalty 6200.232317 = -39720788.788315
  nChanged 22
		SP:Iteration 49Q (6855.680000 sec): 3 clusters
  Score: Raw -39726997.467900 + Penalty 6200.232317 = -39720797.235583
  nChanged 27
		SP:Iteration 50Q (6856.360000 sec): 3 clusters
  Score: Raw -39727008.022483 + Penalty 6200.232317 = -39720807.790167
  nChanged 27
		SP:Iteration 51Q (6857.030000 sec): 3 clusters
  Score: Raw -39727017.333641 + Penalty 6200.232317 = -39720817.101324
  nChanged 29
		SP:Iteration 52Q (6857.710000 sec): 3 clusters
  Score: Raw -39727027.675303 + Penalty 6200.232317 = -39720827.442986
  nChanged 28
		SP:Iteration 53Q (6858.380000 sec): 3 clusters
  Score: Raw -39727036.783221 + Penalty 6200.232317 = -39720836.550905
  nChanged 31
		SP:Iteration 54Q (6859.060000 sec): 3 clusters
  Score: Raw -39727047.196782 + Penalty 6200.232317 = -39720846.964465
  nChanged 17
		SP:Iteration 55Q (6859.730000 sec): 3 clusters
  Score: Raw -39727054.453565 + Penalty 6200.232317 = -39720854.221249
  nChanged 19
		SP:Iteration 56Q (6860.400000 sec): 3 clusters
  Score: Raw -39727062.490011 + Penalty 6200.232317 = -39720862.257694
  nChanged 22
		SP:Iteration 57Q (6861.080000 sec): 3 clusters
  Score: Raw -39727070.858122 + Penalty 6200.232317 = -39720870.625805
  nChanged 25
		SP:Iteration 58Q (6861.760000 sec): 3 clusters
  Score: Raw -39727080.824281 + Penalty 6200.232317 = -39720880.591964
  nChanged 21
		SP:Iteration 59Q (6862.440000 sec): 3 clusters
  Score: Raw -39727086.656731 + Penalty 6200.232317 = -39720886.424414
  nChanged 14
		SP:Iteration 60F (6863.400000 sec): 3 clusters
  Score: Raw -39727090.561587 + Penalty 6200.232317 = -39720890.329271
  nChanged 8
		SP:Iteration 61Q (6864.080000 sec): 3 clusters
  Score: Raw -39727092.921351 + Penalty 6200.232317 = -39720892.689034
  nChanged 8
		SP:Iteration 62Q (6864.760000 sec): 3 clusters
  Score: Raw -39727095.364651 + Penalty 6200.232317 = -39720895.132334
  nChanged 6
		SP:Iteration 63Q (6865.440000 sec): 3 clusters
  Score: Raw -39727097.216116 + Penalty 6200.232317 = -39720896.983799
  nChanged 5
		SP:Iteration 64Q (6866.110000 sec): 3 clusters
  Score: Raw -39727098.935540 + Penalty 6200.232317 = -39720898.703223
  nChanged 4
		SP:Iteration 65Q (6866.790000 sec): 3 clusters
  Score: Raw -39727099.881151 + Penalty 6200.232317 = -39720899.648834
  nChanged 3
		SP:Iteration 66Q (6867.460000 sec): 3 clusters
  Score: Raw -39727100.782555 + Penalty 6200.232317 = -39720900.550238
  nChanged 7
		SP:Iteration 67Q (6868.140000 sec): 3 clusters
  Score: Raw -39727103.603011 + Penalty 6200.232317 = -39720903.370694
  nChanged 11
		SP:Iteration 68Q (6868.810000 sec): 3 clusters
  Score: Raw -39727106.515259 + Penalty 6200.232317 = -39720906.282942
  nChanged 7
		SP:Iteration 69Q (6869.480000 sec): 3 clusters
  Score: Raw -39727108.146641 + Penalty 6200.232317 = -39720907.914324
  nChanged 4
		SP:Iteration 70Q (6870.160000 sec): 3 clusters
  Score: Raw -39727109.295277 + Penalty 6200.232317 = -39720909.062960
  nChanged 5
		SP:Iteration 71Q (6870.830000 sec): 3 clusters
  Score: Raw -39727110.686940 + Penalty 6200.232317 = -39720910.454623
  nChanged 1
		SP:Iteration 72Q (6871.510000 sec): 3 clusters
  Score: Raw -39727111.032000 + Penalty 6200.232317 = -39720910.799684
  nChanged 2
		SP:Iteration 73Q (6872.180000 sec): 3 clusters
  Score: Raw -39727111.339707 + Penalty 6200.232317 = -39720911.107391
  nChanged 1
		SP:Iteration 74Q (6872.860000 sec): 3 clusters
  Score: Raw -39727111.633878 + Penalty 6200.232317 = -39720911.401561
  nChanged 2
		SP:Iteration 75Q (6873.540000 sec): 3 clusters
  Score: Raw -39727112.184277 + Penalty 6200.232317 = -39720911.951960
  nChanged 1
		SP:Iteration 76Q (6874.210000 sec): 3 clusters
  Score: Raw -39727112.415224 + Penalty 6200.232317 = -39720912.182907
  nChanged 0
		SP:Iteration 77F (6875.180000 sec): 3 clusters
  Score: Raw -39727112.415224 + Penalty 6200.232317 = -39720912.182907
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33593 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6875.360000 sec): 2 clusters
  Score: Raw -5134675.926099 + Penalty 2584.674102 = -5132091.251997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6875.490000 sec): 3 clusters
  Score: Raw -5114275.923154 + Penalty 5169.348203 = -5109106.574951
  nChanged 15213
		SP:Iteration 1F (6875.610000 sec): 3 clusters
  Score: Raw -5122587.637729 + Penalty 5169.348203 = -5117418.289526
  nChanged 1432
		SP:Iteration 2Q (6875.740000 sec): 3 clusters
  Score: Raw -5122958.181175 + Penalty 5169.348203 = -5117788.832972
  nChanged 1171
		SP:Iteration 3Q (6875.860000 sec): 3 clusters
  Score: Raw -5123249.098348 + Penalty 5169.348203 = -5118079.750144
  nChanged 1051
		SP:Iteration 4Q (6875.990000 sec): 3 clusters
  Score: Raw -5123508.951716 + Penalty 5169.348203 = -5118339.603512
  nChanged 949
		SP:Iteration 5Q (6876.110000 sec): 3 clusters
  Score: Raw -5123731.237329 + Penalty 5169.348203 = -5118561.889126
  nChanged 902
		SP:Iteration 6Q (6876.240000 sec): 3 clusters
  Score: Raw -5123961.399640 + Penalty 5169.348203 = -5118792.051437
  nChanged 914
		SP:Iteration 7Q (6876.360000 sec): 3 clusters
  Score: Raw -5124232.827802 + Penalty 5169.348203 = -5119063.479598
  nChanged 1017
		SP:Iteration 8Q (6876.490000 sec): 3 clusters
  Score: Raw -5124599.488674 + Penalty 5169.348203 = -5119430.140471
  nChanged 1281
		SP:Iteration 9Q (6876.620000 sec): 3 clusters
  Score: Raw -5125193.094130 + Penalty 5169.348203 = -5120023.745927
  nChanged 1705
		SP:Iteration 10F (6876.740000 sec): 3 clusters
  Score: Raw -5126194.567570 + Penalty 5169.348203 = -5121025.219367
  nChanged 2107
		SP:Iteration 11F (6876.860000 sec): 3 clusters
  Score: Raw -5127688.384783 + Penalty 5169.348203 = -5122519.036580
  nChanged 2340
		SP:Iteration 12F (6876.980000 sec): 3 clusters
  Score: Raw -5129631.991283 + Penalty 5169.348203 = -5124462.643079
  nChanged 2225
		SP:Iteration 13F (6877.110000 sec): 3 clusters
  Score: Raw -5131671.924756 + Penalty 5169.348203 = -5126502.576553
  nChanged 1681
		SP:Iteration 14F (6877.230000 sec): 3 clusters
  Score: Raw -5133250.598599 + Penalty 5169.348203 = -5128081.250396
  nChanged 946
		SP:Iteration 15Q (6877.340000 sec): 3 clusters
  Score: Raw -5134125.144670 + Penalty 5169.348203 = -5128955.796467
  nChanged 425
		SP:Iteration 16Q (6877.440000 sec): 3 clusters
  Score: Raw -5134547.051837 + Penalty 5169.348203 = -5129377.703633
  nChanged 186
		SP:Iteration 17Q (6877.530000 sec): 3 clusters
  Score: Raw -5134754.921113 + Penalty 5169.348203 = -5129585.572909
  nChanged 78
		SP:Iteration 18Q (6877.620000 sec): 3 clusters
  Score: Raw -5134851.683863 + Penalty 5169.348203 = -5129682.335659
  nChanged 32
		SP:Iteration 19Q (6877.710000 sec): 3 clusters
  Score: Raw -5134896.565248 + Penalty 5169.348203 = -5129727.217044
  nChanged 24
		SP:Iteration 20F (6877.840000 sec): 3 clusters
  Score: Raw -5134929.831527 + Penalty 5169.348203 = -5129760.483324
  nChanged 14
		SP:Iteration 21Q (6877.920000 sec): 3 clusters
  Score: Raw -5134945.625739 + Penalty 5169.348203 = -5129776.277535
  nChanged 9
		SP:Iteration 22Q (6878.010000 sec): 3 clusters
  Score: Raw -5134952.303754 + Penalty 5169.348203 = -5129782.955551
  nChanged 3
		SP:Iteration 23Q (6878.090000 sec): 3 clusters
  Score: Raw -5134955.328292 + Penalty 5169.348203 = -5129785.980088
  nChanged 4
		SP:Iteration 24Q (6878.180000 sec): 3 clusters
  Score: Raw -5134962.215748 + Penalty 5169.348203 = -5129792.867544
  nChanged 4
		SP:Iteration 25Q (6878.270000 sec): 3 clusters
  Score: Raw -5134966.353717 + Penalty 5169.348203 = -5129797.005514
  nChanged 1
		SP:Iteration 26Q (6878.350000 sec): 3 clusters
  Score: Raw -5134967.104225 + Penalty 5169.348203 = -5129797.756022
  nChanged 1
		SP:Iteration 27Q (6878.440000 sec): 3 clusters
  Score: Raw -5134967.438407 + Penalty 5169.348203 = -5129798.090204
  nChanged 1
		SP:Iteration 28Q (6878.520000 sec): 3 clusters
  Score: Raw -5134968.642181 + Penalty 5169.348203 = -5129799.293978
  nChanged 0
		SP:Iteration 29F (6878.640000 sec): 3 clusters
  Score: Raw -5134968.642181 + Penalty 5169.348203 = -5129799.293978
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.660000 sec): 2 clusters
  Score: Raw -140086.188840 + Penalty 1729.902654 = -138356.286186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.670000 sec): 3 clusters
  Score: Raw -139857.936079 + Penalty 3459.805308 = -136398.130771
  nChanged 289
		SP:Iteration 1F (6878.670000 sec): 3 clusters
  Score: Raw -140232.342868 + Penalty 3459.805308 = -136772.537560
  nChanged 92
		SP:Iteration 2F (6878.670000 sec): 3 clusters
  Score: Raw -140384.440822 + Penalty 3459.805308 = -136924.635514
  nChanged 48
		SP:Iteration 3Q (6878.680000 sec): 3 clusters
  Score: Raw -140463.877656 + Penalty 3459.805308 = -137004.072348
  nChanged 31
		SP:Iteration 4Q (6878.680000 sec): 3 clusters
  Score: Raw -140509.150425 + Penalty 3459.805308 = -137049.345117
  nChanged 21
		SP:Iteration 5Q (6878.690000 sec): 3 clusters
  Score: Raw -140544.001862 + Penalty 3459.805308 = -137084.196554
  nChanged 14
		SP:Iteration 6Q (6878.690000 sec): 3 clusters
  Score: Raw -140563.324675 + Penalty 3459.805308 = -137103.519367
  nChanged 10
		SP:Iteration 7Q (6878.690000 sec): 3 clusters
  Score: Raw -140577.138806 + Penalty 3459.805308 = -137117.333498
  nChanged 7
		SP:Iteration 8Q (6878.690000 sec): 3 clusters
  Score: Raw -140586.105142 + Penalty 3459.805308 = -137126.299834
  nChanged 6
		SP:Iteration 9Q (6878.700000 sec): 3 clusters
  Score: Raw -140595.542036 + Penalty 3459.805308 = -137135.736728
  nChanged 5
		SP:Iteration 10Q (6878.700000 sec): 3 clusters
  Score: Raw -140598.912696 + Penalty 3459.805308 = -137139.107388
  nChanged 4
		SP:Iteration 11Q (6878.710000 sec): 3 clusters
  Score: Raw -140603.059799 + Penalty 3459.805308 = -137143.254491
  nChanged 6
		SP:Iteration 12Q (6878.710000 sec): 3 clusters
  Score: Raw -140610.342711 + Penalty 3459.805308 = -137150.537403
  nChanged 4
		SP:Iteration 13Q (6878.710000 sec): 3 clusters
  Score: Raw -140614.556024 + Penalty 3459.805308 = -137154.750716
  nChanged 7
		SP:Iteration 14Q (6878.720000 sec): 3 clusters
  Score: Raw -140625.190343 + Penalty 3459.805308 = -137165.385035
  nChanged 2
		SP:Iteration 15Q (6878.720000 sec): 3 clusters
  Score: Raw -140627.313485 + Penalty 3459.805308 = -137167.508177
  nChanged 3
		SP:Iteration 16Q (6878.720000 sec): 3 clusters
  Score: Raw -140631.621102 + Penalty 3459.805308 = -137171.815794
  nChanged 2
		SP:Iteration 17Q (6878.730000 sec): 3 clusters
  Score: Raw -140633.083989 + Penalty 3459.805308 = -137173.278681
  nChanged 2
		SP:Iteration 18Q (6878.730000 sec): 3 clusters
  Score: Raw -140635.051131 + Penalty 3459.805308 = -137175.245823
  nChanged 0
		SP:Iteration 19F (6878.730000 sec): 3 clusters
  Score: Raw -140635.051131 + Penalty 3459.805308 = -137175.245823
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.740000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.740000 sec): 3 clusters
  Score: Raw -31491.523477 + Penalty 2705.839273 = -28785.684203
  nChanged 20
		SP:Iteration 1F (6878.740000 sec): 3 clusters
  Score: Raw -31557.211570 + Penalty 2705.839273 = -28851.372297
  nChanged 7
		SP:Iteration 2Q (6878.740000 sec): 3 clusters
  Score: Raw -31583.857331 + Penalty 2705.839273 = -28878.018058
  nChanged 2
		SP:Iteration 3Q (6878.740000 sec): 3 clusters
  Score: Raw -31596.829487 + Penalty 2705.839273 = -28890.990214
  nChanged 5
		SP:Iteration 4Q (6878.740000 sec): 3 clusters
  Score: Raw -31619.286093 + Penalty 2705.839273 = -28913.446819
  nChanged 2
		SP:Iteration 5Q (6878.740000 sec): 3 clusters
  Score: Raw -31622.722493 + Penalty 2705.839273 = -28916.883220
  nChanged 1
		SP:Iteration 6Q (6878.740000 sec): 3 clusters
  Score: Raw -31624.536182 + Penalty 2705.839273 = -28918.696909
  nChanged 0
		SP:Iteration 7F (6878.750000 sec): 3 clusters
  Score: Raw -31624.536182 + Penalty 2705.839273 = -28918.696909
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.750000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.750000 sec): 3 clusters
  Score: Raw -77788.005225 + Penalty 3172.049753 = -74615.955473
  nChanged 131
		SP:Iteration 1F (6878.750000 sec): 3 clusters
  Score: Raw -78095.354263 + Penalty 3172.049753 = -74923.304510
  nChanged 45
		SP:Iteration 2F (6878.750000 sec): 3 clusters
  Score: Raw -78294.382223 + Penalty 3172.049753 = -75122.332471
  nChanged 44
		SP:Iteration 3F (6878.760000 sec): 3 clusters
  Score: Raw -78467.190552 + Penalty 3172.049753 = -75295.140799
  nChanged 38
		SP:Iteration 4F (6878.760000 sec): 3 clusters
  Score: Raw -78591.758113 + Penalty 3172.049753 = -75419.708361
  nChanged 28
		SP:Iteration 5Q (6878.760000 sec): 3 clusters
  Score: Raw -78705.647677 + Penalty 3172.049753 = -75533.597924
  nChanged 17
		SP:Iteration 6Q (6878.770000 sec): 3 clusters
  Score: Raw -78771.302112 + Penalty 3172.049753 = -75599.252359
  nChanged 11
		SP:Iteration 7Q (6878.770000 sec): 3 clusters
  Score: Raw -78793.238263 + Penalty 3172.049753 = -75621.188510
  nChanged 7
		SP:Iteration 8Q (6878.770000 sec): 3 clusters
  Score: Raw -78811.581183 + Penalty 3172.049753 = -75639.531431
  nChanged 2
		SP:Iteration 9Q (6878.770000 sec): 3 clusters
  Score: Raw -78814.922912 + Penalty 3172.049753 = -75642.873159
  nChanged 4
		SP:Iteration 10Q (6878.770000 sec): 3 clusters
  Score: Raw -78824.668673 + Penalty 3172.049753 = -75652.618920
  nChanged 2
		SP:Iteration 11Q (6878.770000 sec): 3 clusters
  Score: Raw -78829.261739 + Penalty 3172.049753 = -75657.211987
  nChanged 0
		SP:Iteration 12F (6878.770000 sec): 3 clusters
  Score: Raw -78829.261739 + Penalty 3172.049753 = -75657.211987
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.780000 sec): 2 clusters
  Score: Raw -23358.389553 + Penalty 1347.563057 = -22010.826496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.780000 sec): 3 clusters
  Score: Raw -23707.818228 + Penalty 2695.126114 = -21012.692114
  nChanged 35
		SP:Iteration 1F (6878.780000 sec): 3 clusters
  Score: Raw -24170.791126 + Penalty 2695.126114 = -21475.665013
  nChanged 15
		SP:Iteration 2F (6878.780000 sec): 3 clusters
  Score: Raw -24253.421419 + Penalty 2695.126114 = -21558.295305
  nChanged 12
		SP:Iteration 3F (6878.780000 sec): 3 clusters
  Score: Raw -24333.106725 + Penalty 2695.126114 = -21637.980611
  nChanged 9
		SP:Iteration 4Q (6878.780000 sec): 3 clusters
  Score: Raw -24417.047194 + Penalty 2695.126114 = -21721.921080
  nChanged 7
		SP:Iteration 5Q (6878.790000 sec): 3 clusters
  Score: Raw -24530.907989 + Penalty 2695.126114 = -21835.781875
  nChanged 2
		SP:Iteration 6Q (6878.790000 sec): 3 clusters
  Score: Raw -24545.052649 + Penalty 2695.126114 = -21849.926535
  nChanged 0
		SP:Iteration 7F (6878.790000 sec): 3 clusters
  Score: Raw -24545.052649 + Penalty 2695.126114 = -21849.926535
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.790000 sec): 2 clusters
  Score: Raw -33429.954582 + Penalty 1392.055770 = -32037.898812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.790000 sec): 3 clusters
  Score: Raw -33611.620282 + Penalty 2784.111541 = -30827.508742
  nChanged 31
		SP:Iteration 1F (6878.790000 sec): 3 clusters
  Score: Raw -33759.801614 + Penalty 2784.111541 = -30975.690073
  nChanged 8
		SP:Iteration 2Q (6878.790000 sec): 3 clusters
  Score: Raw -33790.861581 + Penalty 2784.111541 = -31006.750040
  nChanged 4
		SP:Iteration 3Q (6878.790000 sec): 3 clusters
  Score: Raw -33813.455786 + Penalty 2784.111541 = -31029.344245
  nChanged 2
		SP:Iteration 4Q (6878.790000 sec): 3 clusters
  Score: Raw -33822.878202 + Penalty 2784.111541 = -31038.766662
  nChanged 1
		SP:Iteration 5Q (6878.790000 sec): 3 clusters
  Score: Raw -33828.573962 + Penalty 2784.111541 = -31044.462421
  nChanged 2
		SP:Iteration 6Q (6878.800000 sec): 3 clusters
  Score: Raw -33844.768733 + Penalty 2784.111541 = -31060.657192
  nChanged 1
		SP:Iteration 7Q (6878.800000 sec): 3 clusters
  Score: Raw -33849.454088 + Penalty 2784.111541 = -31065.342547
  nChanged 1
		SP:Iteration 8Q (6878.800000 sec): 3 clusters
  Score: Raw -33850.845425 + Penalty 2784.111541 = -31066.733884
  nChanged 1
		SP:Iteration 9Q (6878.800000 sec): 3 clusters
  Score: Raw -33852.833021 + Penalty 2784.111541 = -31068.721480
  nChanged 0
		SP:Iteration 10F (6878.800000 sec): 3 clusters
  Score: Raw -33852.833021 + Penalty 2784.111541 = -31068.721480
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.800000 sec): 2 clusters
  Score: Raw -29409.107282 + Penalty 1334.214544 = -28074.892739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.810000 sec): 3 clusters
  Score: Raw -29557.072228 + Penalty 2668.429087 = -26888.643140
  nChanged 26
		SP:Iteration 1F (6878.810000 sec): 3 clusters
  Score: Raw -29672.043033 + Penalty 2668.429087 = -27003.613946
  nChanged 6
		SP:Iteration 2Q (6878.810000 sec): 3 clusters
  Score: Raw -29706.821546 + Penalty 2668.429087 = -27038.392459
  nChanged 4
		SP:Iteration 3Q (6878.810000 sec): 3 clusters
  Score: Raw -29724.647249 + Penalty 2668.429087 = -27056.218162
  nChanged 0
		SP:Iteration 4F (6878.810000 sec): 3 clusters
  Score: Raw -29724.647249 + Penalty 2668.429087 = -27056.218162
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.810000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.810000 sec): 3 clusters
  Score: Raw -55124.107236 + Penalty 2975.472535 = -52148.634701
  nChanged 48
		SP:Iteration 1F (6878.810000 sec): 3 clusters
  Score: Raw -55278.037443 + Penalty 2975.472535 = -52302.564908
  nChanged 22
		SP:Iteration 2F (6878.810000 sec): 3 clusters
  Score: Raw -55350.282821 + Penalty 2975.472535 = -52374.810287
  nChanged 9
		SP:Iteration 3Q (6878.820000 sec): 3 clusters
  Score: Raw -55380.514574 + Penalty 2975.472535 = -52405.042039
  nChanged 3
		SP:Iteration 4Q (6878.820000 sec): 3 clusters
  Score: Raw -55390.687462 + Penalty 2975.472535 = -52415.214927
  nChanged 2
		SP:Iteration 5Q (6878.820000 sec): 3 clusters
  Score: Raw -55392.581236 + Penalty 2975.472535 = -52417.108702
  nChanged 2
		SP:Iteration 6Q (6878.820000 sec): 3 clusters
  Score: Raw -55394.949703 + Penalty 2975.472535 = -52419.477168
  nChanged 1
		SP:Iteration 7Q (6878.820000 sec): 3 clusters
  Score: Raw -55396.483738 + Penalty 2975.472535 = -52421.011203
  nChanged 0
		SP:Iteration 8F (6878.830000 sec): 3 clusters
  Score: Raw -55396.483738 + Penalty 2975.472535 = -52421.011203
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.830000 sec): 2 clusters
  Score: Raw -15668.246963 + Penalty 1297.314937 = -14370.932026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.830000 sec): 3 clusters
  Score: Raw -16105.287801 + Penalty 2594.629874 = -13510.657927
  nChanged 38
		SP:Iteration 1F (6878.830000 sec): 3 clusters
  Score: Raw -16363.269419 + Penalty 2594.629874 = -13768.639545
  nChanged 8
		SP:Iteration 2Q (6878.830000 sec): 3 clusters
  Score: Raw -16429.290905 + Penalty 2594.629874 = -13834.661032
  nChanged 4
		SP:Iteration 3Q (6878.830000 sec): 3 clusters
  Score: Raw -16462.951123 + Penalty 2594.629874 = -13868.321249
  nChanged 2
		SP:Iteration 4Q (6878.830000 sec): 3 clusters
  Score: Raw -16472.849595 + Penalty 2594.629874 = -13878.219721
  nChanged 2
		SP:Iteration 5Q (6878.830000 sec): 3 clusters
  Score: Raw -16479.131685 + Penalty 2594.629874 = -13884.501811
  nChanged 0
		SP:Iteration 6F (6878.830000 sec): 3 clusters
  Score: Raw -16479.131685 + Penalty 2594.629874 = -13884.501811
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.830000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.840000 sec): 3 clusters
  Score: Raw -29582.283201 + Penalty 2686.385799 = -26895.897402
  nChanged 16
		SP:Iteration 1F (6878.840000 sec): 3 clusters
  Score: Raw -29650.240106 + Penalty 2686.385799 = -26963.854307
  nChanged 7
		SP:Iteration 2Q (6878.840000 sec): 3 clusters
  Score: Raw -29685.218771 + Penalty 2686.385799 = -26998.832971
  nChanged 4
		SP:Iteration 3Q (6878.840000 sec): 3 clusters
  Score: Raw -29701.682175 + Penalty 2686.385799 = -27015.296375
  nChanged 2
		SP:Iteration 4Q (6878.840000 sec): 3 clusters
  Score: Raw -29710.982802 + Penalty 2686.385799 = -27024.597003
  nChanged 1
		SP:Iteration 5Q (6878.840000 sec): 3 clusters
  Score: Raw -29715.546681 + Penalty 2686.385799 = -27029.160882
  nChanged 1
		SP:Iteration 6Q (6878.840000 sec): 3 clusters
  Score: Raw -29721.317445 + Penalty 2686.385799 = -27034.931645
  nChanged 3
		SP:Iteration 7Q (6878.840000 sec): 3 clusters
  Score: Raw -29750.545350 + Penalty 2686.385799 = -27064.159551
  nChanged 2
		SP:Iteration 8Q (6878.840000 sec): 3 clusters
  Score: Raw -29800.881745 + Penalty 2686.385799 = -27114.495945
  nChanged 3
		SP:Iteration 9Q (6878.840000 sec): 3 clusters
  Score: Raw -29880.506269 + Penalty 2686.385799 = -27194.120469
  nChanged 3
		SP:Iteration 10Q (6878.850000 sec): 3 clusters
  Score: Raw -29891.463437 + Penalty 2686.385799 = -27205.077637
  nChanged 1
		SP:Iteration 11Q (6878.850000 sec): 3 clusters
  Score: Raw -29896.489125 + Penalty 2686.385799 = -27210.103325
  nChanged 0
		SP:Iteration 12F (6878.850000 sec): 3 clusters
  Score: Raw -29896.489125 + Penalty 2686.385799 = -27210.103325
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (340 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.850000 sec): 2 clusters
  Score: Raw -45830.392090 + Penalty 1445.578513 = -44384.813577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.850000 sec): 3 clusters
  Score: Raw -45981.500172 + Penalty 2891.157026 = -43090.343145
  nChanged 58
		SP:Iteration 1F (6878.850000 sec): 3 clusters
  Score: Raw -46148.597039 + Penalty 2891.157026 = -43257.440013
  nChanged 19
		SP:Iteration 2F (6878.850000 sec): 3 clusters
  Score: Raw -46216.760215 + Penalty 2891.157026 = -43325.603189
  nChanged 9
		SP:Iteration 3Q (6878.850000 sec): 3 clusters
  Score: Raw -46251.162957 + Penalty 2891.157026 = -43360.005931
  nChanged 9
		SP:Iteration 4Q (6878.850000 sec): 3 clusters
  Score: Raw -46281.731856 + Penalty 2891.157026 = -43390.574830
  nChanged 3
		SP:Iteration 5Q (6878.860000 sec): 3 clusters
  Score: Raw -46290.448335 + Penalty 2891.157026 = -43399.291309
  nChanged 0
		SP:Iteration 6F (6878.860000 sec): 3 clusters
  Score: Raw -46290.448335 + Penalty 2891.157026 = -43399.291309
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.860000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.860000 sec): 3 clusters
  Score: Raw -55269.599637 + Penalty 3005.325105 = -52264.274532
  nChanged 80
		SP:Iteration 1F (6878.870000 sec): 3 clusters
  Score: Raw -55459.287361 + Penalty 3005.325105 = -52453.962256
  nChanged 20
		SP:Iteration 2Q (6878.870000 sec): 3 clusters
  Score: Raw -55507.428886 + Penalty 3005.325105 = -52502.103781
  nChanged 5
		SP:Iteration 3Q (6878.870000 sec): 3 clusters
  Score: Raw -55519.514223 + Penalty 3005.325105 = -52514.189118
  nChanged 0
		SP:Iteration 4F (6878.870000 sec): 3 clusters
  Score: Raw -55519.514223 + Penalty 3005.325105 = -52514.189118
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 38 (221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.870000 sec): 2 clusters
  Score: Raw -26010.390594 + Penalty 1338.744350 = -24671.646244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.870000 sec): 3 clusters
  Score: Raw -26576.981537 + Penalty 2677.488700 = -23899.492837
  nChanged 49
		SP:Iteration 1F (6878.870000 sec): 3 clusters
  Score: Raw -27075.006120 + Penalty 2677.488700 = -24397.517420
  nChanged 22
		SP:Iteration 2F (6878.880000 sec): 3 clusters
  Score: Raw -27334.015069 + Penalty 2677.488700 = -24656.526369
  nChanged 4
		SP:Iteration 3Q (6878.880000 sec): 3 clusters
  Score: Raw -27422.391646 + Penalty 2677.488700 = -24744.902946
  nChanged 1
		SP:Iteration 4Q (6878.880000 sec): 3 clusters
  Score: Raw -27474.309489 + Penalty 2677.488700 = -24796.820789
  nChanged 0
		SP:Iteration 5F (6878.880000 sec): 3 clusters
  Score: Raw -27474.309489 + Penalty 2677.488700 = -24796.820789
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 39.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.890000 sec): 2 clusters
  Score: Raw -68776.888008 + Penalty 1547.588410 = -67229.299598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.890000 sec): 3 clusters
  Score: Raw -68815.567442 + Penalty 3095.176819 = -65720.390622
  nChanged 94
		SP:Iteration 1F (6878.890000 sec): 3 clusters
  Score: Raw -69014.725352 + Penalty 3095.176819 = -65919.548533
  nChanged 28
		SP:Iteration 2F (6878.890000 sec): 3 clusters
  Score: Raw -69072.777916 + Penalty 3095.176819 = -65977.601096
  nChanged 9
		SP:Iteration 3Q (6878.890000 sec): 3 clusters
  Score: Raw -69122.073334 + Penalty 3095.176819 = -66026.896515
  nChanged 6
		SP:Iteration 4Q (6878.890000 sec): 3 clusters
  Score: Raw -69151.739974 + Penalty 3095.176819 = -66056.563155
  nChanged 11
		SP:Iteration 5Q (6878.900000 sec): 3 clusters
  Score: Raw -69175.315989 + Penalty 3095.176819 = -66080.139170
  nChanged 6
		SP:Iteration 6Q (6878.900000 sec): 3 clusters
  Score: Raw -69190.877394 + Penalty 3095.176819 = -66095.700575
  nChanged 6
		SP:Iteration 7Q (6878.900000 sec): 3 clusters
  Score: Raw -69207.911336 + Penalty 3095.176819 = -66112.734516
  nChanged 6
		SP:Iteration 8Q (6878.900000 sec): 3 clusters
  Score: Raw -69220.254433 + Penalty 3095.176819 = -66125.077614
  nChanged 3
		SP:Iteration 9Q (6878.900000 sec): 3 clusters
  Score: Raw -69223.813899 + Penalty 3095.176819 = -66128.637080
  nChanged 1
		SP:Iteration 10Q (6878.910000 sec): 3 clusters
  Score: Raw -69225.507556 + Penalty 3095.176819 = -66130.330737
  nChanged 2
		SP:Iteration 11Q (6878.910000 sec): 3 clusters
  Score: Raw -69229.621041 + Penalty 3095.176819 = -66134.444222
  nChanged 2
		SP:Iteration 12Q (6878.910000 sec): 3 clusters
  Score: Raw -69233.711908 + Penalty 3095.176819 = -66138.535088
  nChanged 1
		SP:Iteration 13Q (6878.910000 sec): 3 clusters
  Score: Raw -69235.138960 + Penalty 3095.176819 = -66139.962141
  nChanged 0
		SP:Iteration 14F (6878.910000 sec): 3 clusters
  Score: Raw -69235.138960 + Penalty 3095.176819 = -66139.962141
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6878.910000 sec): 2 clusters
  Score: Raw -8501.333831 + Penalty 1165.719131 = -7335.614700
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6878.910000 sec): 3 clusters
  Score: Raw -8965.572607 + Penalty 2331.438261 = -6634.134345
  nChanged 17
		SP:Iteration 1F (6878.910000 sec): 3 clusters
  Score: Raw -9176.263213 + Penalty 2331.438261 = -6844.824952
  nChanged 2
		SP:Iteration 2Q (6878.920000 sec): 3 clusters
  Score: Raw -9183.971930 + Penalty 2331.438261 = -6852.533668
  nChanged 1
		SP:Iteration 3Q (6878.920000 sec): 3 clusters
  Score: Raw -9188.098291 + Penalty 2331.438261 = -6856.660029
  nChanged 0
		SP:Iteration 4F (6878.920000 sec): 3 clusters
  Score: Raw -9188.098291 + Penalty 2331.438261 = -6856.660029
  nChanged 0
Deleting Class 38 (54 points): Lose 1430.415500 but Gain 3374.686117
Iteration 219Q (6889.910000 sec): 41 clusters
  Score: Raw -117643091.178496 + Penalty 134987.444692 = -117508103.733804
  nChanged 55
Iteration 220F (6931.100000 sec): 41 clusters
  Score: Raw -117643727.038848 + Penalty 134987.444692 = -117508739.594156
  nChanged 30
Iteration 221Q (6941.630000 sec): 41 clusters
  Score: Raw -117644800.423385 + Penalty 134987.444692 = -117509812.978693
  nChanged 20
Iteration 222Q (6952.140000 sec): 41 clusters
  Score: Raw -117645034.635454 + Penalty 134987.444692 = -117510047.190762
  nChanged 9
Iteration 223Q (6962.660000 sec): 41 clusters
  Score: Raw -117645118.159082 + Penalty 134987.444692 = -117510130.714390
  nChanged 2
Iteration 224Q (6973.180000 sec): 41 clusters
  Score: Raw -117645124.365396 + Penalty 134987.444692 = -117510136.920704
  nChanged 0
Iteration 225F (7014.180000 sec): 41 clusters
  Score: Raw -117653595.440099 + Penalty 134987.444692 = -117518607.995408
  nChanged 181
Iteration 226Q (7024.740000 sec): 41 clusters
  Score: Raw -117660112.841254 + Penalty 134987.444692 = -117525125.396563
  nChanged 17
Iteration 227Q (7035.290000 sec): 41 clusters
  Score: Raw -117660496.471242 + Penalty 134987.444692 = -117525509.026550
  nChanged 4
Iteration 228Q (7045.840000 sec): 41 clusters
  Score: Raw -117660845.859242 + Penalty 134987.444692 = -117525858.414550
  nChanged 5
Iteration 229Q (7056.380000 sec): 41 clusters
  Score: Raw -117661022.867899 + Penalty 134987.444692 = -117526035.423207
  nChanged 7
Iteration 230Q (7066.930000 sec): 41 clusters
  Score: Raw -117661148.848747 + Penalty 134987.444692 = -117526161.404055
  nChanged 3
Iteration 231Q (7077.500000 sec): 41 clusters
  Score: Raw -117661222.762734 + Penalty 134987.444692 = -117526235.318042
  nChanged 3
Iteration 232Q (7088.110000 sec): 41 clusters
  Score: Raw -117661255.311575 + Penalty 134987.444692 = -117526267.866883
  nChanged 2
Iteration 233Q (7098.660000 sec): 41 clusters
  Score: Raw -117661266.570968 + Penalty 134987.444692 = -117526279.126276
  nChanged 2
Iteration 234Q (7109.200000 sec): 41 clusters
  Score: Raw -117661277.183817 + Penalty 134987.444692 = -117526289.739125
  nChanged 9
Iteration 235Q (7119.720000 sec): 41 clusters
  Score: Raw -117661284.778266 + Penalty 134987.444692 = -117526297.333574
  nChanged 4
Iteration 236Q (7130.270000 sec): 41 clusters
  Score: Raw -117661284.930201 + Penalty 134987.444692 = -117526297.485509
  nChanged 7
Iteration 237Q (7140.810000 sec): 41 clusters
  Score: Raw -117661285.148644 + Penalty 134987.444692 = -117526297.703952
  nChanged 6
Iteration 238Q (7151.350000 sec): 41 clusters
  Score: Raw -117661285.304453 + Penalty 134987.444692 = -117526297.859761
  nChanged 7
Iteration 239Q (7161.890000 sec): 41 clusters
  Score: Raw -117661285.490775 + Penalty 134987.444692 = -117526298.046083
  nChanged 9
Iteration 240F (7203.320000 sec): 41 clusters
  Score: Raw -117662160.994528 + Penalty 134987.444692 = -117527173.549836
  nChanged 33
Iteration 241Q (7213.870000 sec): 41 clusters
  Score: Raw -117663217.850180 + Penalty 134987.444692 = -117528230.405488
  nChanged 15
Iteration 242Q (7224.420000 sec): 41 clusters
  Score: Raw -117663463.083844 + Penalty 134987.444692 = -117528475.639152
  nChanged 11
Iteration 243Q (7234.940000 sec): 41 clusters
  Score: Raw -117663563.737606 + Penalty 134987.444692 = -117528576.292914
  nChanged 16
Iteration 244Q (7245.450000 sec): 41 clusters
  Score: Raw -117663565.774934 + Penalty 134987.444692 = -117528578.330242
  nChanged 12
Iteration 245Q (7255.950000 sec): 41 clusters
  Score: Raw -117663619.412241 + Penalty 134987.444692 = -117528631.967549
  nChanged 14
Iteration 246Q (7266.460000 sec): 41 clusters
  Score: Raw -117663619.848489 + Penalty 134987.444692 = -117528632.403797
  nChanged 12
Iteration 247Q (7276.990000 sec): 41 clusters
  Score: Raw -117663620.247713 + Penalty 134987.444692 = -117528632.803021
  nChanged 17
Iteration 248Q (7287.510000 sec): 41 clusters
  Score: Raw -117663620.869099 + Penalty 134987.444692 = -117528633.424407
  nChanged 12
Iteration 249Q (7298.040000 sec): 41 clusters
  Score: Raw -117663621.234041 + Penalty 134987.444692 = -117528633.789349
  nChanged 8
Iteration 250Q (7308.570000 sec): 41 clusters
  Score: Raw -117663621.638630 + Penalty 134987.444692 = -117528634.193938
  nChanged 13
Iteration 251Q (7319.090000 sec): 41 clusters
  Score: Raw -117663622.137489 + Penalty 134987.444692 = -117528634.692797
  nChanged 11
Iteration 252Q (7329.610000 sec): 41 clusters
  Score: Raw -117663622.593287 + Penalty 134987.444692 = -117528635.148595
  nChanged 15
Iteration 253Q (7340.120000 sec): 41 clusters
  Score: Raw -117663623.107963 + Penalty 134987.444692 = -117528635.663271
  nChanged 19
Iteration 254Q (7350.630000 sec): 41 clusters
  Score: Raw -117663623.637501 + Penalty 134987.444692 = -117528636.192809
  nChanged 16
Iteration 255Q (7361.140000 sec): 41 clusters
  Score: Raw -117663624.096819 + Penalty 134987.444692 = -117528636.652127
  nChanged 23
Iteration 256Q (7371.650000 sec): 41 clusters
  Score: Raw -117663624.687117 + Penalty 134987.444692 = -117528637.242425
  nChanged 29
Iteration 257Q (7382.150000 sec): 41 clusters
  Score: Raw -117663625.532904 + Penalty 134987.444692 = -117528638.088212
  nChanged 37
Iteration 258Q (7392.650000 sec): 41 clusters
  Score: Raw -117663626.720765 + Penalty 134987.444692 = -117528639.276073
  nChanged 25
Writing temp clu file 
Because OldScore, -117528638.088212, is greater than current (better) Score,-117528639.276073 
 Compute initial score before splitting:   Score: Raw -117663626.720765 + Penalty 134987.444692 = -117528639.276073
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7392.810000 sec): 2 clusters
  Score: Raw -1048183.648990 + Penalty 2200.863096 = -1045982.785895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7392.830000 sec): 3 clusters
  Score: Raw -1044459.608100 + Penalty 4401.726192 = -1040057.881908
  nChanged 2869
		SP:Iteration 1F (7392.850000 sec): 3 clusters
  Score: Raw -1046066.972284 + Penalty 4401.726192 = -1041665.246092
  nChanged 545
		SP:Iteration 2F (7392.880000 sec): 3 clusters
  Score: Raw -1046379.492475 + Penalty 4401.726192 = -1041977.766283
  nChanged 383
		SP:Iteration 3F (7392.900000 sec): 3 clusters
  Score: Raw -1046562.269793 + Penalty 4401.726192 = -1042160.543601
  nChanged 270
		SP:Iteration 4Q (7392.930000 sec): 3 clusters
  Score: Raw -1046685.411668 + Penalty 4401.726192 = -1042283.685476
  nChanged 215
		SP:Iteration 5Q (7392.950000 sec): 3 clusters
  Score: Raw -1046775.587833 + Penalty 4401.726192 = -1042373.861642
  nChanged 200
		SP:Iteration 6Q (7392.970000 sec): 3 clusters
  Score: Raw -1046855.496578 + Penalty 4401.726192 = -1042453.770386
  nChanged 165
		SP:Iteration 7Q (7393.000000 sec): 3 clusters
  Score: Raw -1046930.223948 + Penalty 4401.726192 = -1042528.497756
  nChanged 156
		SP:Iteration 8Q (7393.020000 sec): 3 clusters
  Score: Raw -1047006.711285 + Penalty 4401.726192 = -1042604.985093
  nChanged 166
		SP:Iteration 9Q (7393.050000 sec): 3 clusters
  Score: Raw -1047081.667701 + Penalty 4401.726192 = -1042679.941510
  nChanged 162
		SP:Iteration 10Q (7393.070000 sec): 3 clusters
  Score: Raw -1047164.449345 + Penalty 4401.726192 = -1042762.723153
  nChanged 162
		SP:Iteration 11Q (7393.100000 sec): 3 clusters
  Score: Raw -1047253.108422 + Penalty 4401.726192 = -1042851.382231
  nChanged 165
		SP:Iteration 12Q (7393.120000 sec): 3 clusters
  Score: Raw -1047342.895466 + Penalty 4401.726192 = -1042941.169275
  nChanged 182
		SP:Iteration 13Q (7393.140000 sec): 3 clusters
  Score: Raw -1047436.036234 + Penalty 4401.726192 = -1043034.310042
  nChanged 194
		SP:Iteration 14Q (7393.170000 sec): 3 clusters
  Score: Raw -1047535.603100 + Penalty 4401.726192 = -1043133.876908
  nChanged 164
		SP:Iteration 15Q (7393.190000 sec): 3 clusters
  Score: Raw -1047623.850673 + Penalty 4401.726192 = -1043222.124482
  nChanged 182
		SP:Iteration 16Q (7393.210000 sec): 3 clusters
  Score: Raw -1047724.559359 + Penalty 4401.726192 = -1043322.833167
  nChanged 187
		SP:Iteration 17Q (7393.240000 sec): 3 clusters
  Score: Raw -1047816.658251 + Penalty 4401.726192 = -1043414.932059
  nChanged 158
		SP:Iteration 18Q (7393.260000 sec): 3 clusters
  Score: Raw -1047893.983914 + Penalty 4401.726192 = -1043492.257722
  nChanged 130
		SP:Iteration 19Q (7393.290000 sec): 3 clusters
  Score: Raw -1047963.362492 + Penalty 4401.726192 = -1043561.636300
  nChanged 129
		SP:Iteration 20F (7393.310000 sec): 3 clusters
  Score: Raw -1048028.541789 + Penalty 4401.726192 = -1043626.815597
  nChanged 122
		SP:Iteration 21Q (7393.330000 sec): 3 clusters
  Score: Raw -1048088.760701 + Penalty 4401.726192 = -1043687.034509
  nChanged 108
		SP:Iteration 22Q (7393.350000 sec): 3 clusters
  Score: Raw -1048133.044848 + Penalty 4401.726192 = -1043731.318656
  nChanged 89
		SP:Iteration 23Q (7393.380000 sec): 3 clusters
  Score: Raw -1048166.190366 + Penalty 4401.726192 = -1043764.464174
  nChanged 71
		SP:Iteration 24Q (7393.400000 sec): 3 clusters
  Score: Raw -1048194.423077 + Penalty 4401.726192 = -1043792.696885
  nChanged 81
		SP:Iteration 25Q (7393.430000 sec): 3 clusters
  Score: Raw -1048221.852523 + Penalty 4401.726192 = -1043820.126331
  nChanged 62
		SP:Iteration 26Q (7393.450000 sec): 3 clusters
  Score: Raw -1048243.700589 + Penalty 4401.726192 = -1043841.974398
  nChanged 57
		SP:Iteration 27Q (7393.470000 sec): 3 clusters
  Score: Raw -1048262.787840 + Penalty 4401.726192 = -1043861.061648
  nChanged 54
		SP:Iteration 28Q (7393.490000 sec): 3 clusters
  Score: Raw -1048285.462133 + Penalty 4401.726192 = -1043883.735942
  nChanged 55
		SP:Iteration 29Q (7393.510000 sec): 3 clusters
  Score: Raw -1048303.952921 + Penalty 4401.726192 = -1043902.226729
  nChanged 38
		SP:Iteration 30Q (7393.540000 sec): 3 clusters
  Score: Raw -1048320.821833 + Penalty 4401.726192 = -1043919.095642
  nChanged 49
		SP:Iteration 31Q (7393.560000 sec): 3 clusters
  Score: Raw -1048348.275195 + Penalty 4401.726192 = -1043946.549003
  nChanged 62
		SP:Iteration 32Q (7393.580000 sec): 3 clusters
  Score: Raw -1048377.641748 + Penalty 4401.726192 = -1043975.915556
  nChanged 60
		SP:Iteration 33Q (7393.610000 sec): 3 clusters
  Score: Raw -1048405.079214 + Penalty 4401.726192 = -1044003.353022
  nChanged 53
		SP:Iteration 34Q (7393.630000 sec): 3 clusters
  Score: Raw -1048431.328182 + Penalty 4401.726192 = -1044029.601990
  nChanged 62
		SP:Iteration 35Q (7393.650000 sec): 3 clusters
  Score: Raw -1048456.718481 + Penalty 4401.726192 = -1044054.992289
  nChanged 61
		SP:Iteration 36Q (7393.670000 sec): 3 clusters
  Score: Raw -1048482.854201 + Penalty 4401.726192 = -1044081.128009
  nChanged 53
		SP:Iteration 37Q (7393.690000 sec): 3 clusters
  Score: Raw -1048510.235651 + Penalty 4401.726192 = -1044108.509459
  nChanged 47
		SP:Iteration 38Q (7393.720000 sec): 3 clusters
  Score: Raw -1048528.941485 + Penalty 4401.726192 = -1044127.215294
  nChanged 42
		SP:Iteration 39Q (7393.740000 sec): 3 clusters
  Score: Raw -1048545.039166 + Penalty 4401.726192 = -1044143.312974
  nChanged 40
		SP:Iteration 40F (7393.760000 sec): 3 clusters
  Score: Raw -1048559.846699 + Penalty 4401.726192 = -1044158.120508
  nChanged 36
		SP:Iteration 41Q (7393.790000 sec): 3 clusters
  Score: Raw -1048572.266606 + Penalty 4401.726192 = -1044170.540414
  nChanged 39
		SP:Iteration 42Q (7393.810000 sec): 3 clusters
  Score: Raw -1048586.800251 + Penalty 4401.726192 = -1044185.074059
  nChanged 40
		SP:Iteration 43Q (7393.830000 sec): 3 clusters
  Score: Raw -1048604.208298 + Penalty 4401.726192 = -1044202.482106
  nChanged 41
		SP:Iteration 44Q (7393.850000 sec): 3 clusters
  Score: Raw -1048619.825097 + Penalty 4401.726192 = -1044218.098905
  nChanged 42
		SP:Iteration 45Q (7393.870000 sec): 3 clusters
  Score: Raw -1048632.757332 + Penalty 4401.726192 = -1044231.031140
  nChanged 29
		SP:Iteration 46Q (7393.890000 sec): 3 clusters
  Score: Raw -1048645.128812 + Penalty 4401.726192 = -1044243.402621
  nChanged 32
		SP:Iteration 47Q (7393.910000 sec): 3 clusters
  Score: Raw -1048655.072273 + Penalty 4401.726192 = -1044253.346082
  nChanged 29
		SP:Iteration 48Q (7393.940000 sec): 3 clusters
  Score: Raw -1048664.045836 + Penalty 4401.726192 = -1044262.319644
  nChanged 30
		SP:Iteration 49Q (7393.960000 sec): 3 clusters
  Score: Raw -1048673.183209 + Penalty 4401.726192 = -1044271.457017
  nChanged 24
		SP:Iteration 50Q (7393.980000 sec): 3 clusters
  Score: Raw -1048680.016158 + Penalty 4401.726192 = -1044278.289967
  nChanged 17
		SP:Iteration 51Q (7394.000000 sec): 3 clusters
  Score: Raw -1048684.884720 + Penalty 4401.726192 = -1044283.158528
  nChanged 13
		SP:Iteration 52Q (7394.030000 sec): 3 clusters
  Score: Raw -1048688.405899 + Penalty 4401.726192 = -1044286.679708
  nChanged 17
		SP:Iteration 53Q (7394.050000 sec): 3 clusters
  Score: Raw -1048692.305735 + Penalty 4401.726192 = -1044290.579543
  nChanged 10
		SP:Iteration 54Q (7394.070000 sec): 3 clusters
  Score: Raw -1048695.046798 + Penalty 4401.726192 = -1044293.320606
  nChanged 4
		SP:Iteration 55Q (7394.090000 sec): 3 clusters
  Score: Raw -1048695.672596 + Penalty 4401.726192 = -1044293.946405
  nChanged 2
		SP:Iteration 56Q (7394.110000 sec): 3 clusters
  Score: Raw -1048695.873303 + Penalty 4401.726192 = -1044294.147111
  nChanged 2
		SP:Iteration 57Q (7394.130000 sec): 3 clusters
  Score: Raw -1048696.350764 + Penalty 4401.726192 = -1044294.624572
  nChanged 5
		SP:Iteration 58Q (7394.150000 sec): 3 clusters
  Score: Raw -1048697.320298 + Penalty 4401.726192 = -1044295.594107
  nChanged 6
		SP:Iteration 59Q (7394.170000 sec): 3 clusters
  Score: Raw -1048699.118474 + Penalty 4401.726192 = -1044297.392282
  nChanged 10
		SP:Iteration 60F (7394.200000 sec): 3 clusters
  Score: Raw -1048701.419108 + Penalty 4401.726192 = -1044299.692917
  nChanged 9
		SP:Iteration 61Q (7394.220000 sec): 3 clusters
  Score: Raw -1048703.178791 + Penalty 4401.726192 = -1044301.452600
  nChanged 1
		SP:Iteration 62Q (7394.240000 sec): 3 clusters
  Score: Raw -1048703.312462 + Penalty 4401.726192 = -1044301.586270
  nChanged 1
		SP:Iteration 63Q (7394.260000 sec): 3 clusters
  Score: Raw -1048703.472538 + Penalty 4401.726192 = -1044301.746346
  nChanged 1
		SP:Iteration 64Q (7394.290000 sec): 3 clusters
  Score: Raw -1048703.535017 + Penalty 4401.726192 = -1044301.808826
  nChanged 1
		SP:Iteration 65Q (7394.310000 sec): 3 clusters
  Score: Raw -1048703.803615 + Penalty 4401.726192 = -1044302.077423
  nChanged 3
		SP:Iteration 66Q (7394.330000 sec): 3 clusters
  Score: Raw -1048704.323858 + Penalty 4401.726192 = -1044302.597667
  nChanged 3
		SP:Iteration 67Q (7394.350000 sec): 3 clusters
  Score: Raw -1048704.909340 + Penalty 4401.726192 = -1044303.183148
  nChanged 1
		SP:Iteration 68Q (7394.370000 sec): 3 clusters
  Score: Raw -1048705.097189 + Penalty 4401.726192 = -1044303.370997
  nChanged 1
		SP:Iteration 69Q (7394.390000 sec): 3 clusters
  Score: Raw -1048705.208347 + Penalty 4401.726192 = -1044303.482156
  nChanged 2
		SP:Iteration 70Q (7394.410000 sec): 3 clusters
  Score: Raw -1048705.807368 + Penalty 4401.726192 = -1044304.081177
  nChanged 3
		SP:Iteration 71Q (7394.430000 sec): 3 clusters
  Score: Raw -1048706.594998 + Penalty 4401.726192 = -1044304.868806
  nChanged 2
		SP:Iteration 72Q (7394.460000 sec): 3 clusters
  Score: Raw -1048706.861786 + Penalty 4401.726192 = -1044305.135594
  nChanged 2
		SP:Iteration 73Q (7394.480000 sec): 3 clusters
  Score: Raw -1048707.025111 + Penalty 4401.726192 = -1044305.298920
  nChanged 2
		SP:Iteration 74Q (7394.500000 sec): 3 clusters
  Score: Raw -1048707.393918 + Penalty 4401.726192 = -1044305.667726
  nChanged 2
		SP:Iteration 75Q (7394.520000 sec): 3 clusters
  Score: Raw -1048707.889482 + Penalty 4401.726192 = -1044306.163290
  nChanged 2
		SP:Iteration 76Q (7394.540000 sec): 3 clusters
  Score: Raw -1048708.218433 + Penalty 4401.726192 = -1044306.492241
  nChanged 1
		SP:Iteration 77Q (7394.560000 sec): 3 clusters
  Score: Raw -1048708.307141 + Penalty 4401.726192 = -1044306.580949
  nChanged 1
		SP:Iteration 78Q (7394.590000 sec): 3 clusters
  Score: Raw -1048708.496705 + Penalty 4401.726192 = -1044306.770513
  nChanged 0
		SP:Iteration 79F (7394.610000 sec): 3 clusters
  Score: Raw -1048708.496705 + Penalty 4401.726192 = -1044306.770513
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7394.630000 sec): 2 clusters
  Score: Raw -1079020.205459 + Penalty 2211.692436 = -1076808.513024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7394.660000 sec): 3 clusters
  Score: Raw -1075140.122338 + Penalty 4423.384871 = -1070716.737466
  nChanged 3000
		SP:Iteration 1F (7394.690000 sec): 3 clusters
  Score: Raw -1076798.949593 + Penalty 4423.384871 = -1072375.564722
  nChanged 507
		SP:Iteration 2F (7394.710000 sec): 3 clusters
  Score: Raw -1077066.763519 + Penalty 4423.384871 = -1072643.378648
  nChanged 367
		SP:Iteration 3Q (7394.730000 sec): 3 clusters
  Score: Raw -1077264.675119 + Penalty 4423.384871 = -1072841.290248
  nChanged 297
		SP:Iteration 4Q (7394.760000 sec): 3 clusters
  Score: Raw -1077400.206137 + Penalty 4423.384871 = -1072976.821266
  nChanged 211
		SP:Iteration 5Q (7394.790000 sec): 3 clusters
  Score: Raw -1077498.860018 + Penalty 4423.384871 = -1073075.475147
  nChanged 192
		SP:Iteration 6Q (7394.810000 sec): 3 clusters
  Score: Raw -1077587.964384 + Penalty 4423.384871 = -1073164.579513
  nChanged 199
		SP:Iteration 7Q (7394.840000 sec): 3 clusters
  Score: Raw -1077682.434252 + Penalty 4423.384871 = -1073259.049381
  nChanged 209
		SP:Iteration 8Q (7394.860000 sec): 3 clusters
  Score: Raw -1077790.377571 + Penalty 4423.384871 = -1073366.992700
  nChanged 221
		SP:Iteration 9Q (7394.890000 sec): 3 clusters
  Score: Raw -1077898.230467 + Penalty 4423.384871 = -1073474.845596
  nChanged 191
		SP:Iteration 10Q (7394.910000 sec): 3 clusters
  Score: Raw -1077984.253370 + Penalty 4423.384871 = -1073560.868499
  nChanged 178
		SP:Iteration 11Q (7394.940000 sec): 3 clusters
  Score: Raw -1078074.750752 + Penalty 4423.384871 = -1073651.365881
  nChanged 195
		SP:Iteration 12Q (7394.970000 sec): 3 clusters
  Score: Raw -1078186.051737 + Penalty 4423.384871 = -1073762.666866
  nChanged 196
		SP:Iteration 13Q (7394.990000 sec): 3 clusters
  Score: Raw -1078299.937618 + Penalty 4423.384871 = -1073876.552747
  nChanged 206
		SP:Iteration 14Q (7395.010000 sec): 3 clusters
  Score: Raw -1078422.304873 + Penalty 4423.384871 = -1073998.920002
  nChanged 200
		SP:Iteration 15Q (7395.040000 sec): 3 clusters
  Score: Raw -1078523.961117 + Penalty 4423.384871 = -1074100.576245
  nChanged 161
		SP:Iteration 16Q (7395.070000 sec): 3 clusters
  Score: Raw -1078614.561592 + Penalty 4423.384871 = -1074191.176721
  nChanged 171
		SP:Iteration 17Q (7395.090000 sec): 3 clusters
  Score: Raw -1078717.199043 + Penalty 4423.384871 = -1074293.814172
  nChanged 162
		SP:Iteration 18Q (7395.110000 sec): 3 clusters
  Score: Raw -1078813.045410 + Penalty 4423.384871 = -1074389.660539
  nChanged 137
		SP:Iteration 19Q (7395.140000 sec): 3 clusters
  Score: Raw -1078891.047767 + Penalty 4423.384871 = -1074467.662896
  nChanged 129
		SP:Iteration 20F (7395.170000 sec): 3 clusters
  Score: Raw -1078961.751300 + Penalty 4423.384871 = -1074538.366429
  nChanged 112
		SP:Iteration 21Q (7395.190000 sec): 3 clusters
  Score: Raw -1079027.967336 + Penalty 4423.384871 = -1074604.582465
  nChanged 114
		SP:Iteration 22Q (7395.210000 sec): 3 clusters
  Score: Raw -1079089.918630 + Penalty 4423.384871 = -1074666.533759
  nChanged 107
		SP:Iteration 23Q (7395.230000 sec): 3 clusters
  Score: Raw -1079143.342998 + Penalty 4423.384871 = -1074719.958127
  nChanged 88
		SP:Iteration 24Q (7395.260000 sec): 3 clusters
  Score: Raw -1079182.880930 + Penalty 4423.384871 = -1074759.496059
  nChanged 76
		SP:Iteration 25Q (7395.280000 sec): 3 clusters
  Score: Raw -1079213.998541 + Penalty 4423.384871 = -1074790.613670
  nChanged 62
		SP:Iteration 26Q (7395.310000 sec): 3 clusters
  Score: Raw -1079240.194419 + Penalty 4423.384871 = -1074816.809548
  nChanged 57
		SP:Iteration 27Q (7395.330000 sec): 3 clusters
  Score: Raw -1079263.352154 + Penalty 4423.384871 = -1074839.967283
  nChanged 52
		SP:Iteration 28Q (7395.350000 sec): 3 clusters
  Score: Raw -1079284.226465 + Penalty 4423.384871 = -1074860.841594
  nChanged 57
		SP:Iteration 29Q (7395.370000 sec): 3 clusters
  Score: Raw -1079303.449322 + Penalty 4423.384871 = -1074880.064451
  nChanged 44
		SP:Iteration 30Q (7395.390000 sec): 3 clusters
  Score: Raw -1079318.911161 + Penalty 4423.384871 = -1074895.526290
  nChanged 36
		SP:Iteration 31Q (7395.420000 sec): 3 clusters
  Score: Raw -1079331.427787 + Penalty 4423.384871 = -1074908.042916
  nChanged 30
		SP:Iteration 32Q (7395.440000 sec): 3 clusters
  Score: Raw -1079341.779637 + Penalty 4423.384871 = -1074918.394766
  nChanged 24
		SP:Iteration 33Q (7395.460000 sec): 3 clusters
  Score: Raw -1079348.560234 + Penalty 4423.384871 = -1074925.175362
  nChanged 17
		SP:Iteration 34Q (7395.490000 sec): 3 clusters
  Score: Raw -1079353.544463 + Penalty 4423.384871 = -1074930.159592
  nChanged 16
		SP:Iteration 35Q (7395.510000 sec): 3 clusters
  Score: Raw -1079357.264371 + Penalty 4423.384871 = -1074933.879500
  nChanged 12
		SP:Iteration 36Q (7395.530000 sec): 3 clusters
  Score: Raw -1079361.469132 + Penalty 4423.384871 = -1074938.084260
  nChanged 9
		SP:Iteration 37Q (7395.550000 sec): 3 clusters
  Score: Raw -1079363.727732 + Penalty 4423.384871 = -1074940.342861
  nChanged 13
		SP:Iteration 38Q (7395.570000 sec): 3 clusters
  Score: Raw -1079366.886509 + Penalty 4423.384871 = -1074943.501638
  nChanged 9
		SP:Iteration 39Q (7395.590000 sec): 3 clusters
  Score: Raw -1079369.212778 + Penalty 4423.384871 = -1074945.827907
  nChanged 8
		SP:Iteration 40F (7395.620000 sec): 3 clusters
  Score: Raw -1079371.323040 + Penalty 4423.384871 = -1074947.938169
  nChanged 5
		SP:Iteration 41Q (7395.640000 sec): 3 clusters
  Score: Raw -1079372.535563 + Penalty 4423.384871 = -1074949.150692
  nChanged 6
		SP:Iteration 42Q (7395.670000 sec): 3 clusters
  Score: Raw -1079374.142658 + Penalty 4423.384871 = -1074950.757787
  nChanged 7
		SP:Iteration 43Q (7395.690000 sec): 3 clusters
  Score: Raw -1079376.736122 + Penalty 4423.384871 = -1074953.351251
  nChanged 11
		SP:Iteration 44Q (7395.710000 sec): 3 clusters
  Score: Raw -1079380.189473 + Penalty 4423.384871 = -1074956.804602
  nChanged 8
		SP:Iteration 45Q (7395.730000 sec): 3 clusters
  Score: Raw -1079382.549157 + Penalty 4423.384871 = -1074959.164286
  nChanged 4
		SP:Iteration 46Q (7395.750000 sec): 3 clusters
  Score: Raw -1079383.294411 + Penalty 4423.384871 = -1074959.909540
  nChanged 2
		SP:Iteration 47Q (7395.770000 sec): 3 clusters
  Score: Raw -1079383.983647 + Penalty 4423.384871 = -1074960.598776
  nChanged 3
		SP:Iteration 48Q (7395.800000 sec): 3 clusters
  Score: Raw -1079384.698005 + Penalty 4423.384871 = -1074961.313134
  nChanged 3
		SP:Iteration 49Q (7395.820000 sec): 3 clusters
  Score: Raw -1079385.337086 + Penalty 4423.384871 = -1074961.952215
  nChanged 5
		SP:Iteration 50Q (7395.840000 sec): 3 clusters
  Score: Raw -1079386.601701 + Penalty 4423.384871 = -1074963.216830
  nChanged 2
		SP:Iteration 51Q (7395.860000 sec): 3 clusters
  Score: Raw -1079387.445515 + Penalty 4423.384871 = -1074964.060643
  nChanged 5
		SP:Iteration 52Q (7395.890000 sec): 3 clusters
  Score: Raw -1079388.593891 + Penalty 4423.384871 = -1074965.209020
  nChanged 5
		SP:Iteration 53Q (7395.910000 sec): 3 clusters
  Score: Raw -1079390.033928 + Penalty 4423.384871 = -1074966.649057
  nChanged 5
		SP:Iteration 54Q (7395.930000 sec): 3 clusters
  Score: Raw -1079391.123577 + Penalty 4423.384871 = -1074967.738706
  nChanged 2
		SP:Iteration 55Q (7395.950000 sec): 3 clusters
  Score: Raw -1079391.572281 + Penalty 4423.384871 = -1074968.187410
  nChanged 3
		SP:Iteration 56Q (7395.970000 sec): 3 clusters
  Score: Raw -1079392.300906 + Penalty 4423.384871 = -1074968.916035
  nChanged 3
		SP:Iteration 57Q (7395.990000 sec): 3 clusters
  Score: Raw -1079392.775387 + Penalty 4423.384871 = -1074969.390516
  nChanged 1
		SP:Iteration 58Q (7396.020000 sec): 3 clusters
  Score: Raw -1079393.050113 + Penalty 4423.384871 = -1074969.665242
  nChanged 1
		SP:Iteration 59Q (7396.040000 sec): 3 clusters
  Score: Raw -1079393.782342 + Penalty 4423.384871 = -1074970.397471
  nChanged 2
		SP:Iteration 60F (7396.070000 sec): 3 clusters
  Score: Raw -1079394.647477 + Penalty 4423.384871 = -1074971.262606
  nChanged 4
		SP:Iteration 61Q (7396.090000 sec): 3 clusters
  Score: Raw -1079395.406434 + Penalty 4423.384871 = -1074972.021563
  nChanged 1
		SP:Iteration 62Q (7396.110000 sec): 3 clusters
  Score: Raw -1079395.873582 + Penalty 4423.384871 = -1074972.488711
  nChanged 1
		SP:Iteration 63Q (7396.130000 sec): 3 clusters
  Score: Raw -1079396.018865 + Penalty 4423.384871 = -1074972.633994
  nChanged 1
		SP:Iteration 64Q (7396.150000 sec): 3 clusters
  Score: Raw -1079396.143786 + Penalty 4423.384871 = -1074972.758915
  nChanged 1
		SP:Iteration 65Q (7396.170000 sec): 3 clusters
  Score: Raw -1079396.352438 + Penalty 4423.384871 = -1074972.967567
  nChanged 2
		SP:Iteration 66Q (7396.200000 sec): 3 clusters
  Score: Raw -1079396.907347 + Penalty 4423.384871 = -1074973.522476
  nChanged 2
		SP:Iteration 67Q (7396.220000 sec): 3 clusters
  Score: Raw -1079397.534065 + Penalty 4423.384871 = -1074974.149194
  nChanged 3
		SP:Iteration 68Q (7396.240000 sec): 3 clusters
  Score: Raw -1079398.510904 + Penalty 4423.384871 = -1074975.126033
  nChanged 4
		SP:Iteration 69Q (7396.260000 sec): 3 clusters
  Score: Raw -1079399.403904 + Penalty 4423.384871 = -1074976.019033
  nChanged 4
		SP:Iteration 70Q (7396.290000 sec): 3 clusters
  Score: Raw -1079400.783390 + Penalty 4423.384871 = -1074977.398519
  nChanged 3
		SP:Iteration 71Q (7396.310000 sec): 3 clusters
  Score: Raw -1079401.745148 + Penalty 4423.384871 = -1074978.360277
  nChanged 1
		SP:Iteration 72Q (7396.330000 sec): 3 clusters
  Score: Raw -1079401.849958 + Penalty 4423.384871 = -1074978.465087
  nChanged 0
		SP:Iteration 73F (7396.350000 sec): 3 clusters
  Score: Raw -1079401.849958 + Penalty 4423.384871 = -1074978.465087
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7396.440000 sec): 2 clusters
  Score: Raw -4018143.892525 + Penalty 2532.321119 = -4015611.571406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7396.530000 sec): 3 clusters
  Score: Raw -4001860.820349 + Penalty 5064.642237 = -3996796.178111
  nChanged 12119
		SP:Iteration 1F (7396.630000 sec): 3 clusters
  Score: Raw -4008396.377028 + Penalty 5064.642237 = -4003331.734791
  nChanged 1341
		SP:Iteration 2Q (7396.720000 sec): 3 clusters
  Score: Raw -4008897.857818 + Penalty 5064.642237 = -4003833.215581
  nChanged 1281
		SP:Iteration 3Q (7396.810000 sec): 3 clusters
  Score: Raw -4009416.321618 + Penalty 5064.642237 = -4004351.679381
  nChanged 1402
		SP:Iteration 4F (7396.910000 sec): 3 clusters
  Score: Raw -4010082.106597 + Penalty 5064.642237 = -4005017.464360
  nChanged 1622
		SP:Iteration 5F (7397.000000 sec): 3 clusters
  Score: Raw -4011074.571191 + Penalty 5064.642237 = -4006009.928954
  nChanged 1993
		SP:Iteration 6F (7397.090000 sec): 3 clusters
  Score: Raw -4012609.768380 + Penalty 5064.642237 = -4007545.126143
  nChanged 2142
		SP:Iteration 7F (7397.190000 sec): 3 clusters
  Score: Raw -4014519.089994 + Penalty 5064.642237 = -4009454.447757
  nChanged 1771
		SP:Iteration 8F (7397.280000 sec): 3 clusters
  Score: Raw -4016233.113041 + Penalty 5064.642237 = -4011168.470804
  nChanged 1212
		SP:Iteration 9Q (7397.370000 sec): 3 clusters
  Score: Raw -4017455.363947 + Penalty 5064.642237 = -4012390.721710
  nChanged 535
		SP:Iteration 10Q (7397.450000 sec): 3 clusters
  Score: Raw -4018001.451066 + Penalty 5064.642237 = -4012936.808828
  nChanged 202
		SP:Iteration 11Q (7397.520000 sec): 3 clusters
  Score: Raw -4018212.296090 + Penalty 5064.642237 = -4013147.653853
  nChanged 76
		SP:Iteration 12Q (7397.590000 sec): 3 clusters
  Score: Raw -4018317.394284 + Penalty 5064.642237 = -4013252.752047
  nChanged 36
		SP:Iteration 13Q (7397.660000 sec): 3 clusters
  Score: Raw -4018373.537636 + Penalty 5064.642237 = -4013308.895399
  nChanged 18
		SP:Iteration 14Q (7397.730000 sec): 3 clusters
  Score: Raw -4018400.813382 + Penalty 5064.642237 = -4013336.171145
  nChanged 12
		SP:Iteration 15Q (7397.790000 sec): 3 clusters
  Score: Raw -4018421.149462 + Penalty 5064.642237 = -4013356.507225
  nChanged 5
		SP:Iteration 16Q (7397.860000 sec): 3 clusters
  Score: Raw -4018429.934959 + Penalty 5064.642237 = -4013365.292722
  nChanged 4
		SP:Iteration 17Q (7397.930000 sec): 3 clusters
  Score: Raw -4018435.141271 + Penalty 5064.642237 = -4013370.499033
  nChanged 7
		SP:Iteration 18Q (7397.990000 sec): 3 clusters
  Score: Raw -4018444.089549 + Penalty 5064.642237 = -4013379.447312
  nChanged 2
		SP:Iteration 19Q (7398.060000 sec): 3 clusters
  Score: Raw -4018449.326370 + Penalty 5064.642237 = -4013384.684133
  nChanged 4
		SP:Iteration 20F (7398.150000 sec): 3 clusters
  Score: Raw -4018457.947324 + Penalty 5064.642237 = -4013393.305087
  nChanged 4
		SP:Iteration 21Q (7398.210000 sec): 3 clusters
  Score: Raw -4018463.103039 + Penalty 5064.642237 = -4013398.460802
  nChanged 0
		SP:Iteration 22F (7398.300000 sec): 3 clusters
  Score: Raw -4018463.103039 + Penalty 5064.642237 = -4013398.460802
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7398.370000 sec): 2 clusters
  Score: Raw -3335349.450442 + Penalty 2501.879269 = -3332847.571173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7398.460000 sec): 3 clusters
  Score: Raw -3320977.540689 + Penalty 5003.758539 = -3315973.782151
  nChanged 10871
		SP:Iteration 1F (7398.540000 sec): 3 clusters
  Score: Raw -3326815.774331 + Penalty 5003.758539 = -3321812.015792
  nChanged 1283
		SP:Iteration 2F (7398.620000 sec): 3 clusters
  Score: Raw -3327281.353551 + Penalty 5003.758539 = -3322277.595012
  nChanged 1143
		SP:Iteration 3Q (7398.710000 sec): 3 clusters
  Score: Raw -3327656.517964 + Penalty 5003.758539 = -3322652.759425
  nChanged 977
		SP:Iteration 4Q (7398.790000 sec): 3 clusters
  Score: Raw -3327992.960410 + Penalty 5003.758539 = -3322989.201872
  nChanged 935
		SP:Iteration 5Q (7398.870000 sec): 3 clusters
  Score: Raw -3328331.832556 + Penalty 5003.758539 = -3323328.074017
  nChanged 913
		SP:Iteration 6Q (7398.950000 sec): 3 clusters
  Score: Raw -3328719.234235 + Penalty 5003.758539 = -3323715.475696
  nChanged 1030
		SP:Iteration 7Q (7399.040000 sec): 3 clusters
  Score: Raw -3329223.805085 + Penalty 5003.758539 = -3324220.046547
  nChanged 1109
		SP:Iteration 8Q (7399.120000 sec): 3 clusters
  Score: Raw -3329847.212662 + Penalty 5003.758539 = -3324843.454123
  nChanged 1136
		SP:Iteration 9Q (7399.200000 sec): 3 clusters
  Score: Raw -3330575.776874 + Penalty 5003.758539 = -3325572.018335
  nChanged 1235
		SP:Iteration 10F (7399.290000 sec): 3 clusters
  Score: Raw -3331473.450901 + Penalty 5003.758539 = -3326469.692363
  nChanged 1213
		SP:Iteration 11F (7399.370000 sec): 3 clusters
  Score: Raw -3332416.396589 + Penalty 5003.758539 = -3327412.638051
  nChanged 1079
		SP:Iteration 12Q (7399.450000 sec): 3 clusters
  Score: Raw -3333281.842608 + Penalty 5003.758539 = -3328278.084069
  nChanged 951
		SP:Iteration 13Q (7399.530000 sec): 3 clusters
  Score: Raw -3334014.150285 + Penalty 5003.758539 = -3329010.391746
  nChanged 732
		SP:Iteration 14Q (7399.600000 sec): 3 clusters
  Score: Raw -3334596.442615 + Penalty 5003.758539 = -3329592.684077
  nChanged 541
		SP:Iteration 15Q (7399.680000 sec): 3 clusters
  Score: Raw -3335000.214090 + Penalty 5003.758539 = -3329996.455551
  nChanged 402
		SP:Iteration 16Q (7399.750000 sec): 3 clusters
  Score: Raw -3335284.497425 + Penalty 5003.758539 = -3330280.738887
  nChanged 289
		SP:Iteration 17Q (7399.810000 sec): 3 clusters
  Score: Raw -3335462.494908 + Penalty 5003.758539 = -3330458.736369
  nChanged 196
		SP:Iteration 18Q (7399.880000 sec): 3 clusters
  Score: Raw -3335581.875607 + Penalty 5003.758539 = -3330578.117068
  nChanged 153
		SP:Iteration 19Q (7399.940000 sec): 3 clusters
  Score: Raw -3335670.998468 + Penalty 5003.758539 = -3330667.239929
  nChanged 98
		SP:Iteration 20F (7400.030000 sec): 3 clusters
  Score: Raw -3335724.612355 + Penalty 5003.758539 = -3330720.853816
  nChanged 79
		SP:Iteration 21Q (7400.090000 sec): 3 clusters
  Score: Raw -3335769.695753 + Penalty 5003.758539 = -3330765.937214
  nChanged 71
		SP:Iteration 22Q (7400.150000 sec): 3 clusters
  Score: Raw -3335810.504490 + Penalty 5003.758539 = -3330806.745952
  nChanged 58
		SP:Iteration 23Q (7400.220000 sec): 3 clusters
  Score: Raw -3335844.897504 + Penalty 5003.758539 = -3330841.138965
  nChanged 56
		SP:Iteration 24Q (7400.280000 sec): 3 clusters
  Score: Raw -3335878.922659 + Penalty 5003.758539 = -3330875.164120
  nChanged 56
		SP:Iteration 25Q (7400.340000 sec): 3 clusters
  Score: Raw -3335910.929567 + Penalty 5003.758539 = -3330907.171029
  nChanged 41
		SP:Iteration 26Q (7400.400000 sec): 3 clusters
  Score: Raw -3335933.407055 + Penalty 5003.758539 = -3330929.648516
  nChanged 30
		SP:Iteration 27Q (7400.460000 sec): 3 clusters
  Score: Raw -3335946.492546 + Penalty 5003.758539 = -3330942.734008
  nChanged 18
		SP:Iteration 28Q (7400.520000 sec): 3 clusters
  Score: Raw -3335956.909073 + Penalty 5003.758539 = -3330953.150534
  nChanged 23
		SP:Iteration 29Q (7400.580000 sec): 3 clusters
  Score: Raw -3335969.145458 + Penalty 5003.758539 = -3330965.386919
  nChanged 20
		SP:Iteration 30Q (7400.650000 sec): 3 clusters
  Score: Raw -3335978.415527 + Penalty 5003.758539 = -3330974.656988
  nChanged 21
		SP:Iteration 31Q (7400.710000 sec): 3 clusters
  Score: Raw -3335989.197803 + Penalty 5003.758539 = -3330985.439264
  nChanged 17
		SP:Iteration 32Q (7400.770000 sec): 3 clusters
  Score: Raw -3335996.549085 + Penalty 5003.758539 = -3330992.790546
  nChanged 9
		SP:Iteration 33Q (7400.830000 sec): 3 clusters
  Score: Raw -3335999.606981 + Penalty 5003.758539 = -3330995.848442
  nChanged 7
		SP:Iteration 34Q (7400.890000 sec): 3 clusters
  Score: Raw -3336002.462712 + Penalty 5003.758539 = -3330998.704173
  nChanged 7
		SP:Iteration 35Q (7400.950000 sec): 3 clusters
  Score: Raw -3336004.859859 + Penalty 5003.758539 = -3331001.101320
  nChanged 5
		SP:Iteration 36Q (7401.010000 sec): 3 clusters
  Score: Raw -3336008.165619 + Penalty 5003.758539 = -3331004.407080
  nChanged 7
		SP:Iteration 37Q (7401.070000 sec): 3 clusters
  Score: Raw -3336010.443757 + Penalty 5003.758539 = -3331006.685218
  nChanged 0
		SP:Iteration 38F (7401.150000 sec): 3 clusters
  Score: Raw -3336010.443757 + Penalty 5003.758539 = -3331006.685218
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7401.170000 sec): 2 clusters
  Score: Raw -494000.591510 + Penalty 2019.015069 = -491981.576441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7401.180000 sec): 3 clusters
  Score: Raw -492468.189862 + Penalty 4038.030138 = -488430.159725
  nChanged 1255
		SP:Iteration 1F (7401.200000 sec): 3 clusters
  Score: Raw -493247.807078 + Penalty 4038.030138 = -489209.776940
  nChanged 264
		SP:Iteration 2F (7401.210000 sec): 3 clusters
  Score: Raw -493420.478245 + Penalty 4038.030138 = -489382.448107
  nChanged 170
		SP:Iteration 3Q (7401.220000 sec): 3 clusters
  Score: Raw -493541.063814 + Penalty 4038.030138 = -489503.033676
  nChanged 146
		SP:Iteration 4Q (7401.230000 sec): 3 clusters
  Score: Raw -493642.278927 + Penalty 4038.030138 = -489604.248790
  nChanged 122
		SP:Iteration 5Q (7401.240000 sec): 3 clusters
  Score: Raw -493737.752586 + Penalty 4038.030138 = -489699.722448
  nChanged 106
		SP:Iteration 6Q (7401.250000 sec): 3 clusters
  Score: Raw -493808.382370 + Penalty 4038.030138 = -489770.352232
  nChanged 92
		SP:Iteration 7Q (7401.260000 sec): 3 clusters
  Score: Raw -493873.708768 + Penalty 4038.030138 = -489835.678631
  nChanged 78
		SP:Iteration 8Q (7401.280000 sec): 3 clusters
  Score: Raw -493924.701971 + Penalty 4038.030138 = -489886.671834
  nChanged 67
		SP:Iteration 9Q (7401.290000 sec): 3 clusters
  Score: Raw -493967.485140 + Penalty 4038.030138 = -489929.455002
  nChanged 72
		SP:Iteration 10Q (7401.300000 sec): 3 clusters
  Score: Raw -494020.988305 + Penalty 4038.030138 = -489982.958168
  nChanged 68
		SP:Iteration 11Q (7401.310000 sec): 3 clusters
  Score: Raw -494066.579631 + Penalty 4038.030138 = -490028.549494
  nChanged 61
		SP:Iteration 12Q (7401.320000 sec): 3 clusters
  Score: Raw -494111.370241 + Penalty 4038.030138 = -490073.340104
  nChanged 64
		SP:Iteration 13Q (7401.330000 sec): 3 clusters
  Score: Raw -494158.572411 + Penalty 4038.030138 = -490120.542274
  nChanged 54
		SP:Iteration 14Q (7401.340000 sec): 3 clusters
  Score: Raw -494198.258311 + Penalty 4038.030138 = -490160.228174
  nChanged 55
		SP:Iteration 15Q (7401.360000 sec): 3 clusters
  Score: Raw -494229.520856 + Penalty 4038.030138 = -490191.490719
  nChanged 47
		SP:Iteration 16Q (7401.370000 sec): 3 clusters
  Score: Raw -494261.236516 + Penalty 4038.030138 = -490223.206378
  nChanged 43
		SP:Iteration 17Q (7401.380000 sec): 3 clusters
  Score: Raw -494287.852240 + Penalty 4038.030138 = -490249.822102
  nChanged 39
		SP:Iteration 18Q (7401.390000 sec): 3 clusters
  Score: Raw -494311.163979 + Penalty 4038.030138 = -490273.133842
  nChanged 47
		SP:Iteration 19Q (7401.400000 sec): 3 clusters
  Score: Raw -494343.357998 + Penalty 4038.030138 = -490305.327861
  nChanged 52
		SP:Iteration 20F (7401.410000 sec): 3 clusters
  Score: Raw -494392.038058 + Penalty 4038.030138 = -490354.007920
  nChanged 68
		SP:Iteration 21Q (7401.420000 sec): 3 clusters
  Score: Raw -494446.202494 + Penalty 4038.030138 = -490408.172357
  nChanged 68
		SP:Iteration 22Q (7401.430000 sec): 3 clusters
  Score: Raw -494513.026092 + Penalty 4038.030138 = -490474.995954
  nChanged 79
		SP:Iteration 23Q (7401.440000 sec): 3 clusters
  Score: Raw -494610.016721 + Penalty 4038.030138 = -490571.986584
  nChanged 94
		SP:Iteration 24Q (7401.460000 sec): 3 clusters
  Score: Raw -494743.278509 + Penalty 4038.030138 = -490705.248371
  nChanged 114
		SP:Iteration 25Q (7401.460000 sec): 3 clusters
  Score: Raw -494899.006943 + Penalty 4038.030138 = -490860.976806
  nChanged 111
		SP:Iteration 26Q (7401.480000 sec): 3 clusters
  Score: Raw -495073.885658 + Penalty 4038.030138 = -491035.855520
  nChanged 112
		SP:Iteration 27Q (7401.490000 sec): 3 clusters
  Score: Raw -495232.237819 + Penalty 4038.030138 = -491194.207682
  nChanged 98
		SP:Iteration 28Q (7401.500000 sec): 3 clusters
  Score: Raw -495350.915501 + Penalty 4038.030138 = -491312.885363
  nChanged 70
		SP:Iteration 29Q (7401.510000 sec): 3 clusters
  Score: Raw -495452.489582 + Penalty 4038.030138 = -491414.459444
  nChanged 67
		SP:Iteration 30Q (7401.520000 sec): 3 clusters
  Score: Raw -495542.062363 + Penalty 4038.030138 = -491504.032225
  nChanged 57
		SP:Iteration 31Q (7401.520000 sec): 3 clusters
  Score: Raw -495609.544000 + Penalty 4038.030138 = -491571.513862
  nChanged 45
		SP:Iteration 32Q (7401.540000 sec): 3 clusters
  Score: Raw -495658.752949 + Penalty 4038.030138 = -491620.722812
  nChanged 33
		SP:Iteration 33Q (7401.540000 sec): 3 clusters
  Score: Raw -495690.505038 + Penalty 4038.030138 = -491652.474901
  nChanged 22
		SP:Iteration 34Q (7401.560000 sec): 3 clusters
  Score: Raw -495704.063189 + Penalty 4038.030138 = -491666.033052
  nChanged 18
		SP:Iteration 35Q (7401.560000 sec): 3 clusters
  Score: Raw -495716.310829 + Penalty 4038.030138 = -491678.280691
  nChanged 9
		SP:Iteration 36Q (7401.570000 sec): 3 clusters
  Score: Raw -495720.942862 + Penalty 4038.030138 = -491682.912725
  nChanged 7
		SP:Iteration 37Q (7401.580000 sec): 3 clusters
  Score: Raw -495725.602425 + Penalty 4038.030138 = -491687.572288
  nChanged 5
		SP:Iteration 38Q (7401.590000 sec): 3 clusters
  Score: Raw -495728.104802 + Penalty 4038.030138 = -491690.074665
  nChanged 3
		SP:Iteration 39Q (7401.600000 sec): 3 clusters
  Score: Raw -495729.389511 + Penalty 4038.030138 = -491691.359373
  nChanged 3
		SP:Iteration 40F (7401.610000 sec): 3 clusters
  Score: Raw -495729.822240 + Penalty 4038.030138 = -491691.792103
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7401.620000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7401.620000 sec): 3 clusters
  Score: Raw -126908.938655 + Penalty 3350.283633 = -123558.655021
  nChanged 202
		SP:Iteration 1F (7401.620000 sec): 3 clusters
  Score: Raw -127167.017928 + Penalty 3350.283633 = -123816.734295
  nChanged 49
		SP:Iteration 2F (7401.630000 sec): 3 clusters
  Score: Raw -127267.203144 + Penalty 3350.283633 = -123916.919511
  nChanged 40
		SP:Iteration 3Q (7401.630000 sec): 3 clusters
  Score: Raw -127326.146726 + Penalty 3350.283633 = -123975.863093
  nChanged 16
		SP:Iteration 4Q (7401.630000 sec): 3 clusters
  Score: Raw -127354.230787 + Penalty 3350.283633 = -124003.947154
  nChanged 10
		SP:Iteration 5Q (7401.640000 sec): 3 clusters
  Score: Raw -127365.359568 + Penalty 3350.283633 = -124015.075935
  nChanged 6
		SP:Iteration 6Q (7401.640000 sec): 3 clusters
  Score: Raw -127375.111701 + Penalty 3350.283633 = -124024.828067
  nChanged 5
		SP:Iteration 7Q (7401.640000 sec): 3 clusters
  Score: Raw -127380.777215 + Penalty 3350.283633 = -124030.493581
  nChanged 4
		SP:Iteration 8Q (7401.640000 sec): 3 clusters
  Score: Raw -127386.461215 + Penalty 3350.283633 = -124036.177582
  nChanged 4
		SP:Iteration 9Q (7401.650000 sec): 3 clusters
  Score: Raw -127393.651352 + Penalty 3350.283633 = -124043.367719
  nChanged 5
		SP:Iteration 10Q (7401.650000 sec): 3 clusters
  Score: Raw -127404.243821 + Penalty 3350.283633 = -124053.960188
  nChanged 3
		SP:Iteration 11Q (7401.650000 sec): 3 clusters
  Score: Raw -127408.439280 + Penalty 3350.283633 = -124058.155647
  nChanged 2
		SP:Iteration 12Q (7401.660000 sec): 3 clusters
  Score: Raw -127412.697592 + Penalty 3350.283633 = -124062.413959
  nChanged 3
		SP:Iteration 13Q (7401.660000 sec): 3 clusters
  Score: Raw -127415.281578 + Penalty 3350.283633 = -124064.997944
  nChanged 1
		SP:Iteration 14Q (7401.660000 sec): 3 clusters
  Score: Raw -127415.947726 + Penalty 3350.283633 = -124065.664093
  nChanged 0
		SP:Iteration 15F (7401.660000 sec): 3 clusters
  Score: Raw -127415.947726 + Penalty 3350.283633 = -124065.664093
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7401.670000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7401.670000 sec): 3 clusters
  Score: Raw -33629.451889 + Penalty 2756.186719 = -30873.265170
  nChanged 36
		SP:Iteration 1F (7401.670000 sec): 3 clusters
  Score: Raw -33810.126662 + Penalty 2756.186719 = -31053.939943
  nChanged 12
		SP:Iteration 2Q (7401.670000 sec): 3 clusters
  Score: Raw -33927.638551 + Penalty 2756.186719 = -31171.451832
  nChanged 8
		SP:Iteration 3Q (7401.670000 sec): 3 clusters
  Score: Raw -33959.245368 + Penalty 2756.186719 = -31203.058650
  nChanged 3
		SP:Iteration 4Q (7401.670000 sec): 3 clusters
  Score: Raw -33971.210544 + Penalty 2756.186719 = -31215.023825
  nChanged 1
		SP:Iteration 5Q (7401.670000 sec): 3 clusters
  Score: Raw -33975.665985 + Penalty 2756.186719 = -31219.479267
  nChanged 1
		SP:Iteration 6Q (7401.670000 sec): 3 clusters
  Score: Raw -33980.464323 + Penalty 2756.186719 = -31224.277604
  nChanged 1
		SP:Iteration 7Q (7401.680000 sec): 3 clusters
  Score: Raw -33987.513302 + Penalty 2756.186719 = -31231.326583
  nChanged 0
		SP:Iteration 8F (7401.680000 sec): 3 clusters
  Score: Raw -33987.513302 + Penalty 2756.186719 = -31231.326583
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7401.720000 sec): 2 clusters
  Score: Raw -2055519.275499 + Penalty 2363.519412 = -2053155.756086
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7401.770000 sec): 3 clusters
  Score: Raw -2047817.930863 + Penalty 4727.038825 = -2043090.892038
  nChanged 5865
		SP:Iteration 1F (7401.820000 sec): 3 clusters
  Score: Raw -2050879.203695 + Penalty 4727.038825 = -2046152.164871
  nChanged 859
		SP:Iteration 2F (7401.860000 sec): 3 clusters
  Score: Raw -2051237.444232 + Penalty 4727.038825 = -2046510.405408
  nChanged 671
		SP:Iteration 3Q (7401.910000 sec): 3 clusters
  Score: Raw -2051473.175099 + Penalty 4727.038825 = -2046746.136275
  nChanged 496
		SP:Iteration 4Q (7401.960000 sec): 3 clusters
  Score: Raw -2051650.880055 + Penalty 4727.038825 = -2046923.841231
  nChanged 447
		SP:Iteration 5Q (7402.010000 sec): 3 clusters
  Score: Raw -2051804.691383 + Penalty 4727.038825 = -2047077.652559
  nChanged 408
		SP:Iteration 6Q (7402.050000 sec): 3 clusters
  Score: Raw -2051935.260292 + Penalty 4727.038825 = -2047208.221468
  nChanged 361
		SP:Iteration 7Q (7402.100000 sec): 3 clusters
  Score: Raw -2052053.563068 + Penalty 4727.038825 = -2047326.524243
  nChanged 353
		SP:Iteration 8Q (7402.150000 sec): 3 clusters
  Score: Raw -2052188.420837 + Penalty 4727.038825 = -2047461.382012
  nChanged 378
		SP:Iteration 9Q (7402.200000 sec): 3 clusters
  Score: Raw -2052343.107160 + Penalty 4727.038825 = -2047616.068335
  nChanged 387
		SP:Iteration 10Q (7402.240000 sec): 3 clusters
  Score: Raw -2052517.564777 + Penalty 4727.038825 = -2047790.525952
  nChanged 420
		SP:Iteration 11Q (7402.290000 sec): 3 clusters
  Score: Raw -2052726.846680 + Penalty 4727.038825 = -2047999.807855
  nChanged 487
		SP:Iteration 12Q (7402.340000 sec): 3 clusters
  Score: Raw -2052986.928158 + Penalty 4727.038825 = -2048259.889333
  nChanged 467
		SP:Iteration 13Q (7402.380000 sec): 3 clusters
  Score: Raw -2053261.760089 + Penalty 4727.038825 = -2048534.721265
  nChanged 478
		SP:Iteration 14Q (7402.430000 sec): 3 clusters
  Score: Raw -2053580.264251 + Penalty 4727.038825 = -2048853.225427
  nChanged 522
		SP:Iteration 15Q (7402.480000 sec): 3 clusters
  Score: Raw -2053929.824473 + Penalty 4727.038825 = -2049202.785649
  nChanged 478
		SP:Iteration 16Q (7402.520000 sec): 3 clusters
  Score: Raw -2054254.012003 + Penalty 4727.038825 = -2049526.973179
  nChanged 443
		SP:Iteration 17Q (7402.560000 sec): 3 clusters
  Score: Raw -2054559.037628 + Penalty 4727.038825 = -2049831.998803
  nChanged 355
		SP:Iteration 18Q (7402.610000 sec): 3 clusters
  Score: Raw -2054790.663123 + Penalty 4727.038825 = -2050063.624299
  nChanged 296
		SP:Iteration 19Q (7402.650000 sec): 3 clusters
  Score: Raw -2054981.277593 + Penalty 4727.038825 = -2050254.238768
  nChanged 228
		SP:Iteration 20F (7402.700000 sec): 3 clusters
  Score: Raw -2055118.854506 + Penalty 4727.038825 = -2050391.815682
  nChanged 173
		SP:Iteration 21Q (7402.740000 sec): 3 clusters
  Score: Raw -2055224.054618 + Penalty 4727.038825 = -2050497.015794
  nChanged 178
		SP:Iteration 22Q (7402.780000 sec): 3 clusters
  Score: Raw -2055333.895194 + Penalty 4727.038825 = -2050606.856369
  nChanged 134
		SP:Iteration 23Q (7402.820000 sec): 3 clusters
  Score: Raw -2055419.476724 + Penalty 4727.038825 = -2050692.437899
  nChanged 115
		SP:Iteration 24Q (7402.850000 sec): 3 clusters
  Score: Raw -2055486.381160 + Penalty 4727.038825 = -2050759.342336
  nChanged 99
		SP:Iteration 25Q (7402.890000 sec): 3 clusters
  Score: Raw -2055547.085896 + Penalty 4727.038825 = -2050820.047072
  nChanged 87
		SP:Iteration 26Q (7402.930000 sec): 3 clusters
  Score: Raw -2055603.900194 + Penalty 4727.038825 = -2050876.861369
  nChanged 65
		SP:Iteration 27Q (7402.960000 sec): 3 clusters
  Score: Raw -2055648.450003 + Penalty 4727.038825 = -2050921.411178
  nChanged 46
		SP:Iteration 28Q (7403.000000 sec): 3 clusters
  Score: Raw -2055675.763777 + Penalty 4727.038825 = -2050948.724952
  nChanged 34
		SP:Iteration 29Q (7403.040000 sec): 3 clusters
  Score: Raw -2055696.521360 + Penalty 4727.038825 = -2050969.482535
  nChanged 27
		SP:Iteration 30Q (7403.080000 sec): 3 clusters
  Score: Raw -2055710.403137 + Penalty 4727.038825 = -2050983.364313
  nChanged 22
		SP:Iteration 31Q (7403.110000 sec): 3 clusters
  Score: Raw -2055723.396605 + Penalty 4727.038825 = -2050996.357781
  nChanged 13
		SP:Iteration 32Q (7403.150000 sec): 3 clusters
  Score: Raw -2055731.906103 + Penalty 4727.038825 = -2051004.867278
  nChanged 20
		SP:Iteration 33Q (7403.180000 sec): 3 clusters
  Score: Raw -2055740.506922 + Penalty 4727.038825 = -2051013.468097
  nChanged 14
		SP:Iteration 34Q (7403.220000 sec): 3 clusters
  Score: Raw -2055750.721716 + Penalty 4727.038825 = -2051023.682891
  nChanged 16
		SP:Iteration 35Q (7403.250000 sec): 3 clusters
  Score: Raw -2055760.875123 + Penalty 4727.038825 = -2051033.836299
  nChanged 11
		SP:Iteration 36Q (7403.290000 sec): 3 clusters
  Score: Raw -2055767.779528 + Penalty 4727.038825 = -2051040.740704
  nChanged 9
		SP:Iteration 37Q (7403.320000 sec): 3 clusters
  Score: Raw -2055773.751081 + Penalty 4727.038825 = -2051046.712256
  nChanged 6
		SP:Iteration 38Q (7403.360000 sec): 3 clusters
  Score: Raw -2055776.592246 + Penalty 4727.038825 = -2051049.553422
  nChanged 5
		SP:Iteration 39Q (7403.400000 sec): 3 clusters
  Score: Raw -2055778.151187 + Penalty 4727.038825 = -2051051.112362
  nChanged 3
		SP:Iteration 40F (7403.440000 sec): 3 clusters
  Score: Raw -2055779.457554 + Penalty 4727.038825 = -2051052.418729
  nChanged 1
		SP:Iteration 41Q (7403.480000 sec): 3 clusters
  Score: Raw -2055780.184401 + Penalty 4727.038825 = -2051053.145576
  nChanged 1
		SP:Iteration 42Q (7403.510000 sec): 3 clusters
  Score: Raw -2055780.900659 + Penalty 4727.038825 = -2051053.861834
  nChanged 0
		SP:Iteration 43F (7403.560000 sec): 3 clusters
  Score: Raw -2055780.900659 + Penalty 4727.038825 = -2051053.861834
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7403.780000 sec): 2 clusters
  Score: Raw -10201492.613861 + Penalty 2765.898383 = -10198726.715479
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7404.020000 sec): 3 clusters
  Score: Raw -10157386.111365 + Penalty 5531.796765 = -10151854.314600
  nChanged 32620
		SP:Iteration 1F (7404.260000 sec): 3 clusters
  Score: Raw -10175500.827218 + Penalty 5531.796765 = -10169969.030453
  nChanged 2372
		SP:Iteration 2Q (7404.520000 sec): 3 clusters
  Score: Raw -10176069.651286 + Penalty 5531.796765 = -10170537.854521
  nChanged 2380
		SP:Iteration 3Q (7404.760000 sec): 3 clusters
  Score: Raw -10176663.464722 + Penalty 5531.796765 = -10171131.667957
  nChanged 2439
		SP:Iteration 4Q (7405.010000 sec): 3 clusters
  Score: Raw -10177322.006745 + Penalty 5531.796765 = -10171790.209980
  nChanged 2595
		SP:Iteration 5Q (7405.260000 sec): 3 clusters
  Score: Raw -10178092.729463 + Penalty 5531.796765 = -10172560.932698
  nChanged 2819
		SP:Iteration 6Q (7405.510000 sec): 3 clusters
  Score: Raw -10179019.101902 + Penalty 5531.796765 = -10173487.305137
  nChanged 3160
		SP:Iteration 7Q (7405.760000 sec): 3 clusters
  Score: Raw -10180235.881488 + Penalty 5531.796765 = -10174704.084723
  nChanged 3477
		SP:Iteration 8Q (7406.000000 sec): 3 clusters
  Score: Raw -10181695.212723 + Penalty 5531.796765 = -10176163.415958
  nChanged 3650
		SP:Iteration 9F (7406.250000 sec): 3 clusters
  Score: Raw -10183362.720946 + Penalty 5531.796765 = -10177830.924181
  nChanged 3660
		SP:Iteration 10F (7406.490000 sec): 3 clusters
  Score: Raw -10185133.344729 + Penalty 5531.796765 = -10179601.547964
  nChanged 3662
		SP:Iteration 11F (7406.730000 sec): 3 clusters
  Score: Raw -10187020.140733 + Penalty 5531.796765 = -10181488.343968
  nChanged 3479
		SP:Iteration 12Q (7406.980000 sec): 3 clusters
  Score: Raw -10189001.040122 + Penalty 5531.796765 = -10183469.243357
  nChanged 3535
		SP:Iteration 13F (7407.220000 sec): 3 clusters
  Score: Raw -10191305.099065 + Penalty 5531.796765 = -10185773.302300
  nChanged 3443
		SP:Iteration 14Q (7407.470000 sec): 3 clusters
  Score: Raw -10193868.740849 + Penalty 5531.796765 = -10188336.944084
  nChanged 3135
		SP:Iteration 15Q (7407.720000 sec): 3 clusters
  Score: Raw -10196451.066676 + Penalty 5531.796765 = -10190919.269911
  nChanged 2550
		SP:Iteration 16Q (7407.960000 sec): 3 clusters
  Score: Raw -10198705.276147 + Penalty 5531.796765 = -10193173.479382
  nChanged 1733
		SP:Iteration 17Q (7408.200000 sec): 3 clusters
  Score: Raw -10200287.139382 + Penalty 5531.796765 = -10194755.342617
  nChanged 894
		SP:Iteration 18Q (7408.420000 sec): 3 clusters
  Score: Raw -10201112.618852 + Penalty 5531.796765 = -10195580.822087
  nChanged 371
		SP:Iteration 19Q (7408.620000 sec): 3 clusters
  Score: Raw -10201500.372307 + Penalty 5531.796765 = -10195968.575542
  nChanged 152
		SP:Iteration 20F (7408.860000 sec): 3 clusters
  Score: Raw -10201661.444121 + Penalty 5531.796765 = -10196129.647356
  nChanged 64
		SP:Iteration 21Q (7409.040000 sec): 3 clusters
  Score: Raw -10201728.441493 + Penalty 5531.796765 = -10196196.644728
  nChanged 29
		SP:Iteration 22Q (7409.210000 sec): 3 clusters
  Score: Raw -10201763.551615 + Penalty 5531.796765 = -10196231.754850
  nChanged 17
		SP:Iteration 23Q (7409.380000 sec): 3 clusters
  Score: Raw -10201787.207070 + Penalty 5531.796765 = -10196255.410305
  nChanged 12
		SP:Iteration 24Q (7409.550000 sec): 3 clusters
  Score: Raw -10201807.773223 + Penalty 5531.796765 = -10196275.976458
  nChanged 13
		SP:Iteration 25Q (7409.720000 sec): 3 clusters
  Score: Raw -10201825.092850 + Penalty 5531.796765 = -10196293.296085
  nChanged 17
		SP:Iteration 26Q (7409.890000 sec): 3 clusters
  Score: Raw -10201842.108965 + Penalty 5531.796765 = -10196310.312200
  nChanged 10
		SP:Iteration 27Q (7410.060000 sec): 3 clusters
  Score: Raw -10201853.347467 + Penalty 5531.796765 = -10196321.550702
  nChanged 5
		SP:Iteration 28Q (7410.240000 sec): 3 clusters
  Score: Raw -10201861.735399 + Penalty 5531.796765 = -10196329.938634
  nChanged 7
		SP:Iteration 29Q (7410.400000 sec): 3 clusters
  Score: Raw -10201873.120571 + Penalty 5531.796765 = -10196341.323806
  nChanged 4
		SP:Iteration 30Q (7410.570000 sec): 3 clusters
  Score: Raw -10201878.454774 + Penalty 5531.796765 = -10196346.658009
  nChanged 5
		SP:Iteration 31Q (7410.740000 sec): 3 clusters
  Score: Raw -10201882.895076 + Penalty 5531.796765 = -10196351.098311
  nChanged 2
		SP:Iteration 32Q (7410.910000 sec): 3 clusters
  Score: Raw -10201884.916953 + Penalty 5531.796765 = -10196353.120188
  nChanged 4
		SP:Iteration 33Q (7411.080000 sec): 3 clusters
  Score: Raw -10201890.568714 + Penalty 5531.796765 = -10196358.771949
  nChanged 1
		SP:Iteration 34Q (7411.250000 sec): 3 clusters
  Score: Raw -10201891.634990 + Penalty 5531.796765 = -10196359.838225
  nChanged 1
		SP:Iteration 35Q (7411.420000 sec): 3 clusters
  Score: Raw -10201892.380393 + Penalty 5531.796765 = -10196360.583628
  nChanged 0
		SP:Iteration 36F (7411.660000 sec): 3 clusters
  Score: Raw -10201892.380393 + Penalty 5531.796765 = -10196360.583628
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7411.690000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7411.700000 sec): 3 clusters
  Score: Raw -385295.526933 + Penalty 3923.652944 = -381371.873989
  nChanged 893
		SP:Iteration 1F (7411.710000 sec): 3 clusters
  Score: Raw -385867.582007 + Penalty 3923.652944 = -381943.929064
  nChanged 174
		SP:Iteration 2F (7411.720000 sec): 3 clusters
  Score: Raw -385998.667248 + Penalty 3923.652944 = -382075.014304
  nChanged 114
		SP:Iteration 3Q (7411.730000 sec): 3 clusters
  Score: Raw -386082.281085 + Penalty 3923.652944 = -382158.628141
  nChanged 92
		SP:Iteration 4Q (7411.740000 sec): 3 clusters
  Score: Raw -386142.389297 + Penalty 3923.652944 = -382218.736353
  nChanged 60
		SP:Iteration 5Q (7411.740000 sec): 3 clusters
  Score: Raw -386174.866821 + Penalty 3923.652944 = -382251.213877
  nChanged 37
		SP:Iteration 6Q (7411.760000 sec): 3 clusters
  Score: Raw -386201.210833 + Penalty 3923.652944 = -382277.557890
  nChanged 37
		SP:Iteration 7Q (7411.760000 sec): 3 clusters
  Score: Raw -386220.623673 + Penalty 3923.652944 = -382296.970729
  nChanged 31
		SP:Iteration 8Q (7411.770000 sec): 3 clusters
  Score: Raw -386234.100846 + Penalty 3923.652944 = -382310.447902
  nChanged 19
		SP:Iteration 9Q (7411.780000 sec): 3 clusters
  Score: Raw -386243.288833 + Penalty 3923.652944 = -382319.635889
  nChanged 11
		SP:Iteration 10Q (7411.790000 sec): 3 clusters
  Score: Raw -386248.596244 + Penalty 3923.652944 = -382324.943301
  nChanged 10
		SP:Iteration 11Q (7411.800000 sec): 3 clusters
  Score: Raw -386252.000458 + Penalty 3923.652944 = -382328.347514
  nChanged 4
		SP:Iteration 12Q (7411.810000 sec): 3 clusters
  Score: Raw -386254.189225 + Penalty 3923.652944 = -382330.536281
  nChanged 6
		SP:Iteration 13Q (7411.820000 sec): 3 clusters
  Score: Raw -386256.689719 + Penalty 3923.652944 = -382333.036775
  nChanged 4
		SP:Iteration 14Q (7411.830000 sec): 3 clusters
  Score: Raw -386258.446100 + Penalty 3923.652944 = -382334.793157
  nChanged 2
		SP:Iteration 15Q (7411.840000 sec): 3 clusters
  Score: Raw -386260.494710 + Penalty 3923.652944 = -382336.841766
  nChanged 4
		SP:Iteration 16Q (7411.840000 sec): 3 clusters
  Score: Raw -386262.781354 + Penalty 3923.652944 = -382339.128410
  nChanged 5
		SP:Iteration 17Q (7411.860000 sec): 3 clusters
  Score: Raw -386265.317853 + Penalty 3923.652944 = -382341.664909
  nChanged 9
		SP:Iteration 18Q (7411.860000 sec): 3 clusters
  Score: Raw -386269.611351 + Penalty 3923.652944 = -382345.958407
  nChanged 6
		SP:Iteration 19Q (7411.870000 sec): 3 clusters
  Score: Raw -386273.651130 + Penalty 3923.652944 = -382349.998186
  nChanged 6
		SP:Iteration 20F (7411.880000 sec): 3 clusters
  Score: Raw -386276.345677 + Penalty 3923.652944 = -382352.692733
  nChanged 6
		SP:Iteration 21Q (7411.890000 sec): 3 clusters
  Score: Raw -386278.285255 + Penalty 3923.652944 = -382354.632312
  nChanged 6
		SP:Iteration 22Q (7411.900000 sec): 3 clusters
  Score: Raw -386280.903168 + Penalty 3923.652944 = -382357.250224
  nChanged 4
		SP:Iteration 23Q (7411.910000 sec): 3 clusters
  Score: Raw -386282.771490 + Penalty 3923.652944 = -382359.118546
  nChanged 7
		SP:Iteration 24Q (7411.920000 sec): 3 clusters
  Score: Raw -386285.010634 + Penalty 3923.652944 = -382361.357690
  nChanged 1
		SP:Iteration 25Q (7411.930000 sec): 3 clusters
  Score: Raw -386285.354009 + Penalty 3923.652944 = -382361.701066
  nChanged 0
		SP:Iteration 26F (7411.940000 sec): 3 clusters
  Score: Raw -386285.354009 + Penalty 3923.652944 = -382361.701066
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7411.940000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7411.950000 sec): 3 clusters
  Score: Raw -168850.278882 + Penalty 3494.272938 = -165356.005944
  nChanged 302
		SP:Iteration 1F (7411.950000 sec): 3 clusters
  Score: Raw -169143.616171 + Penalty 3494.272938 = -165649.343233
  nChanged 70
		SP:Iteration 2F (7411.960000 sec): 3 clusters
  Score: Raw -169210.632266 + Penalty 3494.272938 = -165716.359327
  nChanged 32
		SP:Iteration 3Q (7411.960000 sec): 3 clusters
  Score: Raw -169241.158232 + Penalty 3494.272938 = -165746.885294
  nChanged 10
		SP:Iteration 4Q (7411.960000 sec): 3 clusters
  Score: Raw -169251.674219 + Penalty 3494.272938 = -165757.401281
  nChanged 12
		SP:Iteration 5Q (7411.970000 sec): 3 clusters
  Score: Raw -169262.434487 + Penalty 3494.272938 = -165768.161549
  nChanged 5
		SP:Iteration 6Q (7411.970000 sec): 3 clusters
  Score: Raw -169266.968930 + Penalty 3494.272938 = -165772.695992
  nChanged 2
		SP:Iteration 7Q (7411.980000 sec): 3 clusters
  Score: Raw -169268.235345 + Penalty 3494.272938 = -165773.962407
  nChanged 1
		SP:Iteration 8Q (7411.980000 sec): 3 clusters
  Score: Raw -169269.364802 + Penalty 3494.272938 = -165775.091864
  nChanged 1
		SP:Iteration 9Q (7411.980000 sec): 3 clusters
  Score: Raw -169270.472169 + Penalty 3494.272938 = -165776.199231
  nChanged 0
		SP:Iteration 10F (7411.990000 sec): 3 clusters
  Score: Raw -169270.472169 + Penalty 3494.272938 = -165776.199231
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7412.000000 sec): 2 clusters
  Score: Raw -257203.131277 + Penalty 1864.614590 = -255338.516687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7412.000000 sec): 3 clusters
  Score: Raw -256703.172306 + Penalty 3729.229180 = -252973.943126
  nChanged 583
		SP:Iteration 1F (7412.010000 sec): 3 clusters
  Score: Raw -257331.157492 + Penalty 3729.229180 = -253601.928313
  nChanged 171
		SP:Iteration 2F (7412.010000 sec): 3 clusters
  Score: Raw -257531.985930 + Penalty 3729.229180 = -253802.756751
  nChanged 104
		SP:Iteration 3F (7412.020000 sec): 3 clusters
  Score: Raw -257656.937809 + Penalty 3729.229180 = -253927.708629
  nChanged 78
		SP:Iteration 4Q (7412.020000 sec): 3 clusters
  Score: Raw -257725.672856 + Penalty 3729.229180 = -253996.443676
  nChanged 45
		SP:Iteration 5Q (7412.030000 sec): 3 clusters
  Score: Raw -257787.972190 + Penalty 3729.229180 = -254058.743010
  nChanged 46
		SP:Iteration 6Q (7412.040000 sec): 3 clusters
  Score: Raw -257888.985157 + Penalty 3729.229180 = -254159.755977
  nChanged 42
		SP:Iteration 7Q (7412.040000 sec): 3 clusters
  Score: Raw -257985.824192 + Penalty 3729.229180 = -254256.595013
  nChanged 32
		SP:Iteration 8Q (7412.050000 sec): 3 clusters
  Score: Raw -258038.692762 + Penalty 3729.229180 = -254309.463582
  nChanged 19
		SP:Iteration 9Q (7412.060000 sec): 3 clusters
  Score: Raw -258068.315079 + Penalty 3729.229180 = -254339.085899
  nChanged 19
		SP:Iteration 10Q (7412.060000 sec): 3 clusters
  Score: Raw -258085.301981 + Penalty 3729.229180 = -254356.072802
  nChanged 12
		SP:Iteration 11Q (7412.070000 sec): 3 clusters
  Score: Raw -258095.545277 + Penalty 3729.229180 = -254366.316097
  nChanged 10
		SP:Iteration 12Q (7412.070000 sec): 3 clusters
  Score: Raw -258103.508105 + Penalty 3729.229180 = -254374.278926
  nChanged 6
		SP:Iteration 13Q (7412.080000 sec): 3 clusters
  Score: Raw -258110.721011 + Penalty 3729.229180 = -254381.491831
  nChanged 9
		SP:Iteration 14Q (7412.080000 sec): 3 clusters
  Score: Raw -258115.189453 + Penalty 3729.229180 = -254385.960274
  nChanged 3
		SP:Iteration 15Q (7412.090000 sec): 3 clusters
  Score: Raw -258116.564053 + Penalty 3729.229180 = -254387.334874
  nChanged 2
		SP:Iteration 16Q (7412.100000 sec): 3 clusters
  Score: Raw -258117.567142 + Penalty 3729.229180 = -254388.337963
  nChanged 2
		SP:Iteration 17Q (7412.100000 sec): 3 clusters
  Score: Raw -258118.710646 + Penalty 3729.229180 = -254389.481466
  nChanged 3
		SP:Iteration 18Q (7412.110000 sec): 3 clusters
  Score: Raw -258120.535995 + Penalty 3729.229180 = -254391.306815
  nChanged 0
		SP:Iteration 19F (7412.120000 sec): 3 clusters
  Score: Raw -258120.535995 + Penalty 3729.229180 = -254391.306815
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7412.150000 sec): 2 clusters
  Score: Raw -1667290.254940 + Penalty 2305.786630 = -1664984.468310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7412.190000 sec): 3 clusters
  Score: Raw -1661406.633680 + Penalty 4611.573260 = -1656795.060420
  nChanged 4545
		SP:Iteration 1F (7412.220000 sec): 3 clusters
  Score: Raw -1663735.207286 + Penalty 4611.573260 = -1659123.634026
  nChanged 630
		SP:Iteration 2F (7412.260000 sec): 3 clusters
  Score: Raw -1663994.073554 + Penalty 4611.573260 = -1659382.500294
  nChanged 471
		SP:Iteration 3Q (7412.300000 sec): 3 clusters
  Score: Raw -1664162.381825 + Penalty 4611.573260 = -1659550.808566
  nChanged 391
		SP:Iteration 4Q (7412.340000 sec): 3 clusters
  Score: Raw -1664310.854540 + Penalty 4611.573260 = -1659699.281280
  nChanged 350
		SP:Iteration 5Q (7412.370000 sec): 3 clusters
  Score: Raw -1664432.573935 + Penalty 4611.573260 = -1659821.000675
  nChanged 324
		SP:Iteration 6Q (7412.410000 sec): 3 clusters
  Score: Raw -1664564.282972 + Penalty 4611.573260 = -1659952.709712
  nChanged 348
		SP:Iteration 7Q (7412.450000 sec): 3 clusters
  Score: Raw -1664696.886319 + Penalty 4611.573260 = -1660085.313059
  nChanged 329
		SP:Iteration 8Q (7412.480000 sec): 3 clusters
  Score: Raw -1664827.393106 + Penalty 4611.573260 = -1660215.819846
  nChanged 341
		SP:Iteration 9Q (7412.520000 sec): 3 clusters
  Score: Raw -1664975.524840 + Penalty 4611.573260 = -1660363.951580
  nChanged 406
		SP:Iteration 10Q (7412.560000 sec): 3 clusters
  Score: Raw -1665171.056070 + Penalty 4611.573260 = -1660559.482811
  nChanged 396
		SP:Iteration 11Q (7412.600000 sec): 3 clusters
  Score: Raw -1665363.873011 + Penalty 4611.573260 = -1660752.299751
  nChanged 397
		SP:Iteration 12Q (7412.630000 sec): 3 clusters
  Score: Raw -1665583.705070 + Penalty 4611.573260 = -1660972.131810
  nChanged 428
		SP:Iteration 13Q (7412.670000 sec): 3 clusters
  Score: Raw -1665823.241997 + Penalty 4611.573260 = -1661211.668737
  nChanged 395
		SP:Iteration 14Q (7412.710000 sec): 3 clusters
  Score: Raw -1666050.561688 + Penalty 4611.573260 = -1661438.988428
  nChanged 374
		SP:Iteration 15Q (7412.740000 sec): 3 clusters
  Score: Raw -1666298.412618 + Penalty 4611.573260 = -1661686.839358
  nChanged 387
		SP:Iteration 16Q (7412.780000 sec): 3 clusters
  Score: Raw -1666560.401943 + Penalty 4611.573260 = -1661948.828683
  nChanged 332
		SP:Iteration 17Q (7412.820000 sec): 3 clusters
  Score: Raw -1666800.946768 + Penalty 4611.573260 = -1662189.373508
  nChanged 306
		SP:Iteration 18Q (7412.850000 sec): 3 clusters
  Score: Raw -1667024.313648 + Penalty 4611.573260 = -1662412.740388
  nChanged 244
		SP:Iteration 19Q (7412.890000 sec): 3 clusters
  Score: Raw -1667199.969459 + Penalty 4611.573260 = -1662588.396199
  nChanged 160
		SP:Iteration 20F (7412.920000 sec): 3 clusters
  Score: Raw -1667305.652883 + Penalty 4611.573260 = -1662694.079623
  nChanged 125
		SP:Iteration 21Q (7412.960000 sec): 3 clusters
  Score: Raw -1667395.370455 + Penalty 4611.573260 = -1662783.797195
  nChanged 99
		SP:Iteration 22Q (7413.000000 sec): 3 clusters
  Score: Raw -1667472.847917 + Penalty 4611.573260 = -1662861.274657
  nChanged 78
		SP:Iteration 23Q (7413.030000 sec): 3 clusters
  Score: Raw -1667535.278390 + Penalty 4611.573260 = -1662923.705130
  nChanged 55
		SP:Iteration 24Q (7413.060000 sec): 3 clusters
  Score: Raw -1667568.554998 + Penalty 4611.573260 = -1662956.981738
  nChanged 35
		SP:Iteration 25Q (7413.090000 sec): 3 clusters
  Score: Raw -1667595.762652 + Penalty 4611.573260 = -1662984.189392
  nChanged 25
		SP:Iteration 26Q (7413.120000 sec): 3 clusters
  Score: Raw -1667609.296506 + Penalty 4611.573260 = -1662997.723246
  nChanged 10
		SP:Iteration 27Q (7413.160000 sec): 3 clusters
  Score: Raw -1667616.247858 + Penalty 4611.573260 = -1663004.674598
  nChanged 17
		SP:Iteration 28Q (7413.180000 sec): 3 clusters
  Score: Raw -1667627.167795 + Penalty 4611.573260 = -1663015.594535
  nChanged 11
		SP:Iteration 29Q (7413.220000 sec): 3 clusters
  Score: Raw -1667634.380489 + Penalty 4611.573260 = -1663022.807229
  nChanged 8
		SP:Iteration 30Q (7413.250000 sec): 3 clusters
  Score: Raw -1667640.394636 + Penalty 4611.573260 = -1663028.821376
  nChanged 10
		SP:Iteration 31Q (7413.280000 sec): 3 clusters
  Score: Raw -1667648.544771 + Penalty 4611.573260 = -1663036.971511
  nChanged 8
		SP:Iteration 32Q (7413.310000 sec): 3 clusters
  Score: Raw -1667653.840489 + Penalty 4611.573260 = -1663042.267229
  nChanged 8
		SP:Iteration 33Q (7413.340000 sec): 3 clusters
  Score: Raw -1667658.730300 + Penalty 4611.573260 = -1663047.157040
  nChanged 3
		SP:Iteration 34Q (7413.370000 sec): 3 clusters
  Score: Raw -1667660.742212 + Penalty 4611.573260 = -1663049.168953
  nChanged 1
		SP:Iteration 35Q (7413.400000 sec): 3 clusters
  Score: Raw -1667661.515371 + Penalty 4611.573260 = -1663049.942111
  nChanged 2
		SP:Iteration 36Q (7413.430000 sec): 3 clusters
  Score: Raw -1667663.468130 + Penalty 4611.573260 = -1663051.894870
  nChanged 4
		SP:Iteration 37Q (7413.460000 sec): 3 clusters
  Score: Raw -1667666.840442 + Penalty 4611.573260 = -1663055.267182
  nChanged 3
		SP:Iteration 38Q (7413.490000 sec): 3 clusters
  Score: Raw -1667670.294944 + Penalty 4611.573260 = -1663058.721684
  nChanged 5
		SP:Iteration 39Q (7413.520000 sec): 3 clusters
  Score: Raw -1667674.407662 + Penalty 4611.573260 = -1663062.834402
  nChanged 2
		SP:Iteration 40F (7413.560000 sec): 3 clusters
  Score: Raw -1667674.993855 + Penalty 4611.573260 = -1663063.420596
  nChanged 1
		SP:Iteration 41Q (7413.580000 sec): 3 clusters
  Score: Raw -1667675.697625 + Penalty 4611.573260 = -1663064.124365
  nChanged 2
		SP:Iteration 42Q (7413.620000 sec): 3 clusters
  Score: Raw -1667676.896717 + Penalty 4611.573260 = -1663065.323457
  nChanged 3
		SP:Iteration 43Q (7413.640000 sec): 3 clusters
  Score: Raw -1667678.258801 + Penalty 4611.573260 = -1663066.685541
  nChanged 1
		SP:Iteration 44Q (7413.680000 sec): 3 clusters
  Score: Raw -1667678.459407 + Penalty 4611.573260 = -1663066.886147
  nChanged 0
		SP:Iteration 45F (7413.710000 sec): 3 clusters
  Score: Raw -1667678.459407 + Penalty 4611.573260 = -1663066.886147
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7413.760000 sec): 2 clusters
  Score: Raw -1983829.703091 + Penalty 2369.392247 = -1981460.310844
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7413.810000 sec): 3 clusters
  Score: Raw -1975905.773820 + Penalty 4738.784494 = -1971166.989326
  nChanged 6034
		SP:Iteration 1F (7413.860000 sec): 3 clusters
  Score: Raw -1978985.633075 + Penalty 4738.784494 = -1974246.848581
  nChanged 835
		SP:Iteration 2F (7413.900000 sec): 3 clusters
  Score: Raw -1979337.208720 + Penalty 4738.784494 = -1974598.424226
  nChanged 726
		SP:Iteration 3F (7413.950000 sec): 3 clusters
  Score: Raw -1979630.127681 + Penalty 4738.784494 = -1974891.343187
  nChanged 603
		SP:Iteration 4Q (7414.000000 sec): 3 clusters
  Score: Raw -1979871.857141 + Penalty 4738.784494 = -1975133.072648
  nChanged 563
		SP:Iteration 5Q (7414.050000 sec): 3 clusters
  Score: Raw -1980112.620914 + Penalty 4738.784494 = -1975373.836420
  nChanged 532
		SP:Iteration 6Q (7414.090000 sec): 3 clusters
  Score: Raw -1980359.892382 + Penalty 4738.784494 = -1975621.107888
  nChanged 526
		SP:Iteration 7Q (7414.140000 sec): 3 clusters
  Score: Raw -1980642.573554 + Penalty 4738.784494 = -1975903.789061
  nChanged 568
		SP:Iteration 8Q (7414.190000 sec): 3 clusters
  Score: Raw -1980979.132793 + Penalty 4738.784494 = -1976240.348299
  nChanged 624
		SP:Iteration 9Q (7414.240000 sec): 3 clusters
  Score: Raw -1981388.393436 + Penalty 4738.784494 = -1976649.608942
  nChanged 704
		SP:Iteration 10Q (7414.280000 sec): 3 clusters
  Score: Raw -1981920.575633 + Penalty 4738.784494 = -1977181.791139
  nChanged 725
		SP:Iteration 11F (7414.330000 sec): 3 clusters
  Score: Raw -1982499.794379 + Penalty 4738.784494 = -1977761.009885
  nChanged 622
		SP:Iteration 12Q (7414.380000 sec): 3 clusters
  Score: Raw -1983022.735586 + Penalty 4738.784494 = -1978283.951092
  nChanged 474
		SP:Iteration 13Q (7414.420000 sec): 3 clusters
  Score: Raw -1983422.385867 + Penalty 4738.784494 = -1978683.601374
  nChanged 333
		SP:Iteration 14Q (7414.460000 sec): 3 clusters
  Score: Raw -1983728.482439 + Penalty 4738.784494 = -1978989.697945
  nChanged 217
		SP:Iteration 15Q (7414.500000 sec): 3 clusters
  Score: Raw -1983927.741065 + Penalty 4738.784494 = -1979188.956571
  nChanged 125
		SP:Iteration 16Q (7414.540000 sec): 3 clusters
  Score: Raw -1984030.850149 + Penalty 4738.784494 = -1979292.065655
  nChanged 105
		SP:Iteration 17Q (7414.580000 sec): 3 clusters
  Score: Raw -1984115.777748 + Penalty 4738.784494 = -1979376.993254
  nChanged 70
		SP:Iteration 18Q (7414.620000 sec): 3 clusters
  Score: Raw -1984172.386231 + Penalty 4738.784494 = -1979433.601737
  nChanged 50
		SP:Iteration 19Q (7414.660000 sec): 3 clusters
  Score: Raw -1984215.800409 + Penalty 4738.784494 = -1979477.015915
  nChanged 31
		SP:Iteration 20F (7414.700000 sec): 3 clusters
  Score: Raw -1984246.424853 + Penalty 4738.784494 = -1979507.640359
  nChanged 26
		SP:Iteration 21Q (7414.740000 sec): 3 clusters
  Score: Raw -1984267.318820 + Penalty 4738.784494 = -1979528.534326
  nChanged 14
		SP:Iteration 22Q (7414.780000 sec): 3 clusters
  Score: Raw -1984277.623227 + Penalty 4738.784494 = -1979538.838733
  nChanged 10
		SP:Iteration 23Q (7414.810000 sec): 3 clusters
  Score: Raw -1984283.917849 + Penalty 4738.784494 = -1979545.133355
  nChanged 5
		SP:Iteration 24Q (7414.840000 sec): 3 clusters
  Score: Raw -1984289.462842 + Penalty 4738.784494 = -1979550.678348
  nChanged 4
		SP:Iteration 25Q (7414.880000 sec): 3 clusters
  Score: Raw -1984292.084188 + Penalty 4738.784494 = -1979553.299694
  nChanged 4
		SP:Iteration 26Q (7414.920000 sec): 3 clusters
  Score: Raw -1984295.385482 + Penalty 4738.784494 = -1979556.600988
  nChanged 2
		SP:Iteration 27Q (7414.950000 sec): 3 clusters
  Score: Raw -1984297.299786 + Penalty 4738.784494 = -1979558.515292
  nChanged 2
		SP:Iteration 28Q (7414.990000 sec): 3 clusters
  Score: Raw -1984298.122592 + Penalty 4738.784494 = -1979559.338098
  nChanged 1
		SP:Iteration 29Q (7415.020000 sec): 3 clusters
  Score: Raw -1984298.627369 + Penalty 4738.784494 = -1979559.842875
  nChanged 0
		SP:Iteration 30F (7415.070000 sec): 3 clusters
  Score: Raw -1984298.627369 + Penalty 4738.784494 = -1979559.842875
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7415.090000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7415.090000 sec): 3 clusters
  Score: Raw -73199.869804 + Penalty 3074.445443 = -70125.424360
  nChanged 93
		SP:Iteration 1F (7415.090000 sec): 3 clusters
  Score: Raw -73378.030615 + Penalty 3074.445443 = -70303.585172
  nChanged 22
		SP:Iteration 2Q (7415.090000 sec): 3 clusters
  Score: Raw -73426.351005 + Penalty 3074.445443 = -70351.905561
  nChanged 10
		SP:Iteration 3Q (7415.090000 sec): 3 clusters
  Score: Raw -73447.738137 + Penalty 3074.445443 = -70373.292694
  nChanged 1
		SP:Iteration 4Q (7415.090000 sec): 3 clusters
  Score: Raw -73448.676940 + Penalty 3074.445443 = -70374.231497
  nChanged 0
		SP:Iteration 5F (7415.090000 sec): 3 clusters
  Score: Raw -73448.676940 + Penalty 3074.445443 = -70374.231497
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7415.100000 sec): 2 clusters
  Score: Raw -311076.517204 + Penalty 1906.623297 = -309169.893907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7415.110000 sec): 3 clusters
  Score: Raw -310225.452283 + Penalty 3813.246595 = -306412.205688
  nChanged 722
		SP:Iteration 1F (7415.120000 sec): 3 clusters
  Score: Raw -310755.886657 + Penalty 3813.246595 = -306942.640062
  nChanged 152
		SP:Iteration 2F (7415.130000 sec): 3 clusters
  Score: Raw -310879.423945 + Penalty 3813.246595 = -307066.177351
  nChanged 87
		SP:Iteration 3Q (7415.130000 sec): 3 clusters
  Score: Raw -310941.523535 + Penalty 3813.246595 = -307128.276940
  nChanged 62
		SP:Iteration 4Q (7415.140000 sec): 3 clusters
  Score: Raw -310986.903661 + Penalty 3813.246595 = -307173.657066
  nChanged 44
		SP:Iteration 5Q (7415.150000 sec): 3 clusters
  Score: Raw -311020.896324 + Penalty 3813.246595 = -307207.649729
  nChanged 39
		SP:Iteration 6Q (7415.160000 sec): 3 clusters
  Score: Raw -311053.485652 + Penalty 3813.246595 = -307240.239057
  nChanged 37
		SP:Iteration 7Q (7415.160000 sec): 3 clusters
  Score: Raw -311079.799324 + Penalty 3813.246595 = -307266.552729
  nChanged 26
		SP:Iteration 8Q (7415.170000 sec): 3 clusters
  Score: Raw -311097.237138 + Penalty 3813.246595 = -307283.990544
  nChanged 25
		SP:Iteration 9Q (7415.180000 sec): 3 clusters
  Score: Raw -311113.068151 + Penalty 3813.246595 = -307299.821556
  nChanged 16
		SP:Iteration 10Q (7415.190000 sec): 3 clusters
  Score: Raw -311121.989862 + Penalty 3813.246595 = -307308.743268
  nChanged 8
		SP:Iteration 11Q (7415.190000 sec): 3 clusters
  Score: Raw -311126.638560 + Penalty 3813.246595 = -307313.391966
  nChanged 5
		SP:Iteration 12Q (7415.200000 sec): 3 clusters
  Score: Raw -311129.146097 + Penalty 3813.246595 = -307315.899503
  nChanged 4
		SP:Iteration 13Q (7415.210000 sec): 3 clusters
  Score: Raw -311131.399016 + Penalty 3813.246595 = -307318.152421
  nChanged 6
		SP:Iteration 14Q (7415.210000 sec): 3 clusters
  Score: Raw -311134.595614 + Penalty 3813.246595 = -307321.349019
  nChanged 2
		SP:Iteration 15Q (7415.220000 sec): 3 clusters
  Score: Raw -311136.669088 + Penalty 3813.246595 = -307323.422494
  nChanged 4
		SP:Iteration 16Q (7415.230000 sec): 3 clusters
  Score: Raw -311138.207065 + Penalty 3813.246595 = -307324.960470
  nChanged 1
		SP:Iteration 17Q (7415.240000 sec): 3 clusters
  Score: Raw -311138.595974 + Penalty 3813.246595 = -307325.349379
  nChanged 2
		SP:Iteration 18Q (7415.250000 sec): 3 clusters
  Score: Raw -311139.824211 + Penalty 3813.246595 = -307326.577616
  nChanged 3
		SP:Iteration 19Q (7415.250000 sec): 3 clusters
  Score: Raw -311141.279502 + Penalty 3813.246595 = -307328.032908
  nChanged 0
		SP:Iteration 20F (7415.260000 sec): 3 clusters
  Score: Raw -311141.279502 + Penalty 3813.246595 = -307328.032908
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7415.360000 sec): 2 clusters
  Score: Raw -4602218.828069 + Penalty 2568.798938 = -4599650.029131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7415.470000 sec): 3 clusters
  Score: Raw -4583222.705837 + Penalty 5137.597876 = -4578085.107961
  nChanged 14252
		SP:Iteration 1F (7415.590000 sec): 3 clusters
  Score: Raw -4591161.919831 + Penalty 5137.597876 = -4586024.321954
  nChanged 1686
		SP:Iteration 2F (7415.700000 sec): 3 clusters
  Score: Raw -4591947.313389 + Penalty 5137.597876 = -4586809.715513
  nChanged 1787
		SP:Iteration 3F (7415.810000 sec): 3 clusters
  Score: Raw -4592920.839725 + Penalty 5137.597876 = -4587783.241849
  nChanged 1911
		SP:Iteration 4F (7415.920000 sec): 3 clusters
  Score: Raw -4594024.840522 + Penalty 5137.597876 = -4588887.242646
  nChanged 1934
		SP:Iteration 5F (7416.030000 sec): 3 clusters
  Score: Raw -4595269.113133 + Penalty 5137.597876 = -4590131.515257
  nChanged 1971
		SP:Iteration 6F (7416.140000 sec): 3 clusters
  Score: Raw -4596506.530685 + Penalty 5137.597876 = -4591368.932808
  nChanged 1810
		SP:Iteration 7F (7416.250000 sec): 3 clusters
  Score: Raw -4597531.498125 + Penalty 5137.597876 = -4592393.900249
  nChanged 1474
		SP:Iteration 8Q (7416.360000 sec): 3 clusters
  Score: Raw -4598222.900194 + Penalty 5137.597876 = -4593085.302317
  nChanged 1109
		SP:Iteration 9Q (7416.470000 sec): 3 clusters
  Score: Raw -4598593.322852 + Penalty 5137.597876 = -4593455.724975
  nChanged 743
		SP:Iteration 10Q (7416.590000 sec): 3 clusters
  Score: Raw -4598776.580499 + Penalty 5137.597876 = -4593638.982622
  nChanged 500
		SP:Iteration 11Q (7416.700000 sec): 3 clusters
  Score: Raw -4598866.564100 + Penalty 5137.597876 = -4593728.966223
  nChanged 323
		SP:Iteration 12Q (7416.810000 sec): 3 clusters
  Score: Raw -4598912.258886 + Penalty 5137.597876 = -4593774.661009
  nChanged 225
		SP:Iteration 13Q (7416.920000 sec): 3 clusters
  Score: Raw -4598941.786310 + Penalty 5137.597876 = -4593804.188433
  nChanged 188
		SP:Iteration 14Q (7417.030000 sec): 3 clusters
  Score: Raw -4598965.008064 + Penalty 5137.597876 = -4593827.410187
  nChanged 160
		SP:Iteration 15Q (7417.140000 sec): 3 clusters
  Score: Raw -4598982.717668 + Penalty 5137.597876 = -4593845.119791
  nChanged 122
		SP:Iteration 16Q (7417.250000 sec): 3 clusters
  Score: Raw -4598998.019337 + Penalty 5137.597876 = -4593860.421460
  nChanged 130
		SP:Iteration 17Q (7417.360000 sec): 3 clusters
  Score: Raw -4599013.694202 + Penalty 5137.597876 = -4593876.096325
  nChanged 100
		SP:Iteration 18Q (7417.470000 sec): 3 clusters
  Score: Raw -4599023.737787 + Penalty 5137.597876 = -4593886.139910
  nChanged 97
		SP:Iteration 19Q (7417.590000 sec): 3 clusters
  Score: Raw -4599033.503789 + Penalty 5137.597876 = -4593895.905912
  nChanged 82
		SP:Iteration 20F (7417.690000 sec): 3 clusters
  Score: Raw -4599040.961414 + Penalty 5137.597876 = -4593903.363537
  nChanged 81
		SP:Iteration 21Q (7417.810000 sec): 3 clusters
  Score: Raw -4599048.638104 + Penalty 5137.597876 = -4593911.040228
  nChanged 76
		SP:Iteration 22Q (7417.920000 sec): 3 clusters
  Score: Raw -4599055.718916 + Penalty 5137.597876 = -4593918.121040
  nChanged 70
		SP:Iteration 23Q (7418.030000 sec): 3 clusters
  Score: Raw -4599061.791775 + Penalty 5137.597876 = -4593924.193899
  nChanged 76
		SP:Iteration 24Q (7418.140000 sec): 3 clusters
  Score: Raw -4599068.069437 + Penalty 5137.597876 = -4593930.471561
  nChanged 61
		SP:Iteration 25Q (7418.250000 sec): 3 clusters
  Score: Raw -4599073.416153 + Penalty 5137.597876 = -4593935.818277
  nChanged 63
		SP:Iteration 26Q (7418.350000 sec): 3 clusters
  Score: Raw -4599078.731880 + Penalty 5137.597876 = -4593941.134003
  nChanged 59
		SP:Iteration 27Q (7418.460000 sec): 3 clusters
  Score: Raw -4599084.839144 + Penalty 5137.597876 = -4593947.241268
  nChanged 57
		SP:Iteration 28Q (7418.570000 sec): 3 clusters
  Score: Raw -4599091.404932 + Penalty 5137.597876 = -4593953.807056
  nChanged 67
		SP:Iteration 29Q (7418.680000 sec): 3 clusters
  Score: Raw -4599096.394880 + Penalty 5137.597876 = -4593958.797004
  nChanged 60
		SP:Iteration 30Q (7418.780000 sec): 3 clusters
  Score: Raw -4599100.572887 + Penalty 5137.597876 = -4593962.975010
  nChanged 55
		SP:Iteration 31Q (7418.890000 sec): 3 clusters
  Score: Raw -4599104.436438 + Penalty 5137.597876 = -4593966.838561
  nChanged 50
		SP:Iteration 32Q (7419.000000 sec): 3 clusters
  Score: Raw -4599107.658225 + Penalty 5137.597876 = -4593970.060349
  nChanged 53
		SP:Iteration 33Q (7419.110000 sec): 3 clusters
  Score: Raw -4599111.595622 + Penalty 5137.597876 = -4593973.997745
  nChanged 45
		SP:Iteration 34Q (7419.210000 sec): 3 clusters
  Score: Raw -4599114.984071 + Penalty 5137.597876 = -4593977.386195
  nChanged 50
		SP:Iteration 35Q (7419.330000 sec): 3 clusters
  Score: Raw -4599118.203438 + Penalty 5137.597876 = -4593980.605562
  nChanged 43
		SP:Iteration 36Q (7419.430000 sec): 3 clusters
  Score: Raw -4599121.373914 + Penalty 5137.597876 = -4593983.776038
  nChanged 40
		SP:Iteration 37Q (7419.550000 sec): 3 clusters
  Score: Raw -4599123.970605 + Penalty 5137.597876 = -4593986.372729
  nChanged 35
		SP:Iteration 38Q (7419.650000 sec): 3 clusters
  Score: Raw -4599126.508595 + Penalty 5137.597876 = -4593988.910719
  nChanged 34
		SP:Iteration 39Q (7419.760000 sec): 3 clusters
  Score: Raw -4599128.940764 + Penalty 5137.597876 = -4593991.342887
  nChanged 40
		SP:Iteration 40F (7419.870000 sec): 3 clusters
  Score: Raw -4599131.689657 + Penalty 5137.597876 = -4593994.091780
  nChanged 44
		SP:Iteration 41Q (7419.980000 sec): 3 clusters
  Score: Raw -4599134.285086 + Penalty 5137.597876 = -4593996.687210
  nChanged 34
		SP:Iteration 42Q (7420.090000 sec): 3 clusters
  Score: Raw -4599136.748911 + Penalty 5137.597876 = -4593999.151035
  nChanged 34
		SP:Iteration 43Q (7420.200000 sec): 3 clusters
  Score: Raw -4599139.139778 + Penalty 5137.597876 = -4594001.541902
  nChanged 30
		SP:Iteration 44Q (7420.310000 sec): 3 clusters
  Score: Raw -4599140.731791 + Penalty 5137.597876 = -4594003.133915
  nChanged 30
		SP:Iteration 45Q (7420.430000 sec): 3 clusters
  Score: Raw -4599142.294403 + Penalty 5137.597876 = -4594004.696526
  nChanged 28
		SP:Iteration 46Q (7420.540000 sec): 3 clusters
  Score: Raw -4599143.785289 + Penalty 5137.597876 = -4594006.187412
  nChanged 26
		SP:Iteration 47Q (7420.650000 sec): 3 clusters
  Score: Raw -4599145.275669 + Penalty 5137.597876 = -4594007.677793
  nChanged 21
		SP:Iteration 48Q (7420.760000 sec): 3 clusters
  Score: Raw -4599146.337697 + Penalty 5137.597876 = -4594008.739820
  nChanged 14
		SP:Iteration 49Q (7420.870000 sec): 3 clusters
  Score: Raw -4599147.103719 + Penalty 5137.597876 = -4594009.505843
  nChanged 17
		SP:Iteration 50Q (7420.980000 sec): 3 clusters
  Score: Raw -4599148.194831 + Penalty 5137.597876 = -4594010.596955
  nChanged 20
		SP:Iteration 51Q (7421.090000 sec): 3 clusters
  Score: Raw -4599149.395956 + Penalty 5137.597876 = -4594011.798079
  nChanged 18
		SP:Iteration 52Q (7421.210000 sec): 3 clusters
  Score: Raw -4599150.443486 + Penalty 5137.597876 = -4594012.845610
  nChanged 18
		SP:Iteration 53Q (7421.310000 sec): 3 clusters
  Score: Raw -4599151.520327 + Penalty 5137.597876 = -4594013.922450
  nChanged 17
		SP:Iteration 54Q (7421.420000 sec): 3 clusters
  Score: Raw -4599152.448699 + Penalty 5137.597876 = -4594014.850823
  nChanged 16
		SP:Iteration 55Q (7421.530000 sec): 3 clusters
  Score: Raw -4599153.094019 + Penalty 5137.597876 = -4594015.496142
  nChanged 14
		SP:Iteration 56Q (7421.650000 sec): 3 clusters
  Score: Raw -4599153.798622 + Penalty 5137.597876 = -4594016.200745
  nChanged 21
		SP:Iteration 57Q (7421.760000 sec): 3 clusters
  Score: Raw -4599154.934539 + Penalty 5137.597876 = -4594017.336663
  nChanged 16
		SP:Iteration 58Q (7421.870000 sec): 3 clusters
  Score: Raw -4599155.902755 + Penalty 5137.597876 = -4594018.304878
  nChanged 15
		SP:Iteration 59Q (7421.980000 sec): 3 clusters
  Score: Raw -4599156.542429 + Penalty 5137.597876 = -4594018.944552
  nChanged 12
		SP:Iteration 60F (7422.090000 sec): 3 clusters
  Score: Raw -4599156.992897 + Penalty 5137.597876 = -4594019.395021
  nChanged 9
		SP:Iteration 61Q (7422.200000 sec): 3 clusters
  Score: Raw -4599157.449637 + Penalty 5137.597876 = -4594019.851761
  nChanged 11
		SP:Iteration 62Q (7422.310000 sec): 3 clusters
  Score: Raw -4599157.970816 + Penalty 5137.597876 = -4594020.372939
  nChanged 10
		SP:Iteration 63Q (7422.430000 sec): 3 clusters
  Score: Raw -4599158.259735 + Penalty 5137.597876 = -4594020.661859
  nChanged 3
		SP:Iteration 64Q (7422.530000 sec): 3 clusters
  Score: Raw -4599158.397948 + Penalty 5137.597876 = -4594020.800072
  nChanged 6
		SP:Iteration 65Q (7422.650000 sec): 3 clusters
  Score: Raw -4599158.674836 + Penalty 5137.597876 = -4594021.076960
  nChanged 11
		SP:Iteration 66Q (7422.760000 sec): 3 clusters
  Score: Raw -4599159.211350 + Penalty 5137.597876 = -4594021.613474
  nChanged 12
		SP:Iteration 67Q (7422.870000 sec): 3 clusters
  Score: Raw -4599159.899523 + Penalty 5137.597876 = -4594022.301647
  nChanged 13
		SP:Iteration 68Q (7422.980000 sec): 3 clusters
  Score: Raw -4599160.517209 + Penalty 5137.597876 = -4594022.919333
  nChanged 12
		SP:Iteration 69Q (7423.090000 sec): 3 clusters
  Score: Raw -4599161.226558 + Penalty 5137.597876 = -4594023.628681
  nChanged 16
		SP:Iteration 70Q (7423.200000 sec): 3 clusters
  Score: Raw -4599162.039448 + Penalty 5137.597876 = -4594024.441572
  nChanged 16
		SP:Iteration 71Q (7423.310000 sec): 3 clusters
  Score: Raw -4599162.867329 + Penalty 5137.597876 = -4594025.269453
  nChanged 17
		SP:Iteration 72Q (7423.430000 sec): 3 clusters
  Score: Raw -4599163.772342 + Penalty 5137.597876 = -4594026.174466
  nChanged 29
		SP:Iteration 73Q (7423.530000 sec): 3 clusters
  Score: Raw -4599165.269845 + Penalty 5137.597876 = -4594027.671969
  nChanged 19
		SP:Iteration 74Q (7423.650000 sec): 3 clusters
  Score: Raw -4599166.172301 + Penalty 5137.597876 = -4594028.574425
  nChanged 16
		SP:Iteration 75Q (7423.760000 sec): 3 clusters
  Score: Raw -4599166.892555 + Penalty 5137.597876 = -4594029.294679
  nChanged 20
		SP:Iteration 76Q (7423.870000 sec): 3 clusters
  Score: Raw -4599167.747248 + Penalty 5137.597876 = -4594030.149372
  nChanged 18
		SP:Iteration 77Q (7423.980000 sec): 3 clusters
  Score: Raw -4599168.415588 + Penalty 5137.597876 = -4594030.817712
  nChanged 12
		SP:Iteration 78Q (7424.090000 sec): 3 clusters
  Score: Raw -4599168.833476 + Penalty 5137.597876 = -4594031.235600
  nChanged 7
		SP:Iteration 79Q (7424.210000 sec): 3 clusters
  Score: Raw -4599169.044897 + Penalty 5137.597876 = -4594031.447020
  nChanged 7
		SP:Iteration 80F (7424.320000 sec): 3 clusters
  Score: Raw -4599169.363569 + Penalty 5137.597876 = -4594031.765692
  nChanged 10
		SP:Iteration 81Q (7424.430000 sec): 3 clusters
  Score: Raw -4599169.727819 + Penalty 5137.597876 = -4594032.129943
  nChanged 6
		SP:Iteration 82Q (7424.540000 sec): 3 clusters
  Score: Raw -4599169.941929 + Penalty 5137.597876 = -4594032.344052
  nChanged 3
		SP:Iteration 83Q (7424.650000 sec): 3 clusters
  Score: Raw -4599170.112030 + Penalty 5137.597876 = -4594032.514154
  nChanged 4
		SP:Iteration 84Q (7424.760000 sec): 3 clusters
  Score: Raw -4599170.360989 + Penalty 5137.597876 = -4594032.763112
  nChanged 11
		SP:Iteration 85Q (7424.870000 sec): 3 clusters
  Score: Raw -4599170.994740 + Penalty 5137.597876 = -4594033.396863
  nChanged 12
		SP:Iteration 86Q (7424.980000 sec): 3 clusters
  Score: Raw -4599171.642530 + Penalty 5137.597876 = -4594034.044654
  nChanged 14
		SP:Iteration 87Q (7425.090000 sec): 3 clusters
  Score: Raw -4599172.301100 + Penalty 5137.597876 = -4594034.703224
  nChanged 10
		SP:Iteration 88Q (7425.210000 sec): 3 clusters
  Score: Raw -4599172.762859 + Penalty 5137.597876 = -4594035.164983
  nChanged 10
		SP:Iteration 89Q (7425.310000 sec): 3 clusters
  Score: Raw -4599173.224138 + Penalty 5137.597876 = -4594035.626262
  nChanged 8
		SP:Iteration 90Q (7425.420000 sec): 3 clusters
  Score: Raw -4599173.632256 + Penalty 5137.597876 = -4594036.034379
  nChanged 11
		SP:Iteration 91Q (7425.530000 sec): 3 clusters
  Score: Raw -4599174.262091 + Penalty 5137.597876 = -4594036.664214
  nChanged 12
		SP:Iteration 92Q (7425.640000 sec): 3 clusters
  Score: Raw -4599174.788477 + Penalty 5137.597876 = -4594037.190601
  nChanged 8
		SP:Iteration 93Q (7425.750000 sec): 3 clusters
  Score: Raw -4599175.170146 + Penalty 5137.597876 = -4594037.572270
  nChanged 8
		SP:Iteration 94Q (7425.850000 sec): 3 clusters
  Score: Raw -4599175.429743 + Penalty 5137.597876 = -4594037.831866
  nChanged 3
		SP:Iteration 95Q (7425.960000 sec): 3 clusters
  Score: Raw -4599175.568501 + Penalty 5137.597876 = -4594037.970624
  nChanged 4
		SP:Iteration 96Q (7426.070000 sec): 3 clusters
  Score: Raw -4599175.770268 + Penalty 5137.597876 = -4594038.172391
  nChanged 5
		SP:Iteration 97Q (7426.180000 sec): 3 clusters
  Score: Raw -4599175.929371 + Penalty 5137.597876 = -4594038.331495
  nChanged 4
		SP:Iteration 98Q (7426.290000 sec): 3 clusters
  Score: Raw -4599176.069123 + Penalty 5137.597876 = -4594038.471246
  nChanged 8
		SP:Iteration 99Q (7426.390000 sec): 3 clusters
  Score: Raw -4599176.476618 + Penalty 5137.597876 = -4594038.878741
  nChanged 7
		SP:Iteration 100F (7426.510000 sec): 3 clusters
  Score: Raw -4599176.737022 + Penalty 5137.597876 = -4594039.139146
  nChanged 5
		SP:Iteration 101Q (7426.610000 sec): 3 clusters
  Score: Raw -4599176.942235 + Penalty 5137.597876 = -4594039.344359
  nChanged 7
		SP:Iteration 102Q (7426.730000 sec): 3 clusters
  Score: Raw -4599177.324041 + Penalty 5137.597876 = -4594039.726165
  nChanged 11
		SP:Iteration 103Q (7426.830000 sec): 3 clusters
  Score: Raw -4599177.751880 + Penalty 5137.597876 = -4594040.154004
  nChanged 7
		SP:Iteration 104Q (7426.940000 sec): 3 clusters
  Score: Raw -4599178.075924 + Penalty 5137.597876 = -4594040.478047
  nChanged 7
		SP:Iteration 105Q (7427.050000 sec): 3 clusters
  Score: Raw -4599178.353440 + Penalty 5137.597876 = -4594040.755563
  nChanged 8
		SP:Iteration 106Q (7427.160000 sec): 3 clusters
  Score: Raw -4599178.568783 + Penalty 5137.597876 = -4594040.970906
  nChanged 6
		SP:Iteration 107Q (7427.270000 sec): 3 clusters
  Score: Raw -4599178.799958 + Penalty 5137.597876 = -4594041.202081
  nChanged 5
		SP:Iteration 108Q (7427.380000 sec): 3 clusters
  Score: Raw -4599179.142433 + Penalty 5137.597876 = -4594041.544556
  nChanged 7
		SP:Iteration 109Q (7427.490000 sec): 3 clusters
  Score: Raw -4599179.609441 + Penalty 5137.597876 = -4594042.011565
  nChanged 13
		SP:Iteration 110Q (7427.610000 sec): 3 clusters
  Score: Raw -4599180.283854 + Penalty 5137.597876 = -4594042.685978
  nChanged 14
		SP:Iteration 111Q (7427.720000 sec): 3 clusters
  Score: Raw -4599180.885853 + Penalty 5137.597876 = -4594043.287977
  nChanged 11
		SP:Iteration 112Q (7427.830000 sec): 3 clusters
  Score: Raw -4599181.357754 + Penalty 5137.597876 = -4594043.759877
  nChanged 14
		SP:Iteration 113Q (7427.940000 sec): 3 clusters
  Score: Raw -4599182.043780 + Penalty 5137.597876 = -4594044.445904
  nChanged 13
		SP:Iteration 114Q (7428.050000 sec): 3 clusters
  Score: Raw -4599182.817493 + Penalty 5137.597876 = -4594045.219616
  nChanged 19
		SP:Iteration 115Q (7428.160000 sec): 3 clusters
  Score: Raw -4599183.784851 + Penalty 5137.597876 = -4594046.186974
  nChanged 21
		SP:Iteration 116Q (7428.270000 sec): 3 clusters
  Score: Raw -4599184.986050 + Penalty 5137.597876 = -4594047.388174
  nChanged 21
		SP:Iteration 117Q (7428.380000 sec): 3 clusters
  Score: Raw -4599186.142552 + Penalty 5137.597876 = -4594048.544676
  nChanged 30
		SP:Iteration 118Q (7428.490000 sec): 3 clusters
  Score: Raw -4599188.106102 + Penalty 5137.597876 = -4594050.508226
  nChanged 36
		SP:Iteration 119Q (7428.600000 sec): 3 clusters
  Score: Raw -4599190.852590 + Penalty 5137.597876 = -4594053.254713
  nChanged 42
		SP:Iteration 120F (7428.710000 sec): 3 clusters
  Score: Raw -4599193.756284 + Penalty 5137.597876 = -4594056.158408
  nChanged 38
		SP:Iteration 121Q (7428.820000 sec): 3 clusters
  Score: Raw -4599196.972306 + Penalty 5137.597876 = -4594059.374430
  nChanged 52
		SP:Iteration 122Q (7428.930000 sec): 3 clusters
  Score: Raw -4599200.873622 + Penalty 5137.597876 = -4594063.275745
  nChanged 53
		SP:Iteration 123Q (7429.050000 sec): 3 clusters
  Score: Raw -4599205.144208 + Penalty 5137.597876 = -4594067.546331
  nChanged 59
		SP:Iteration 124Q (7429.160000 sec): 3 clusters
  Score: Raw -4599210.168300 + Penalty 5137.597876 = -4594072.570423
  nChanged 69
		SP:Iteration 125Q (7429.270000 sec): 3 clusters
  Score: Raw -4599216.142985 + Penalty 5137.597876 = -4594078.545109
  nChanged 74
		SP:Iteration 126Q (7429.380000 sec): 3 clusters
  Score: Raw -4599222.508628 + Penalty 5137.597876 = -4594084.910751
  nChanged 74
		SP:Iteration 127Q (7429.490000 sec): 3 clusters
  Score: Raw -4599229.166773 + Penalty 5137.597876 = -4594091.568896
  nChanged 95
		SP:Iteration 128Q (7429.600000 sec): 3 clusters
  Score: Raw -4599238.694321 + Penalty 5137.597876 = -4594101.096445
  nChanged 115
		SP:Iteration 129Q (7429.710000 sec): 3 clusters
  Score: Raw -4599250.733421 + Penalty 5137.597876 = -4594113.135544
  nChanged 142
		SP:Iteration 130Q (7429.830000 sec): 3 clusters
  Score: Raw -4599268.227501 + Penalty 5137.597876 = -4594130.629625
  nChanged 154
		SP:Iteration 131Q (7429.940000 sec): 3 clusters
  Score: Raw -4599289.753450 + Penalty 5137.597876 = -4594152.155574
  nChanged 191
		SP:Iteration 132Q (7430.050000 sec): 3 clusters
  Score: Raw -4599318.536793 + Penalty 5137.597876 = -4594180.938916
  nChanged 205
		SP:Iteration 133Q (7430.160000 sec): 3 clusters
  Score: Raw -4599351.983412 + Penalty 5137.597876 = -4594214.385536
  nChanged 225
		SP:Iteration 134Q (7430.270000 sec): 3 clusters
  Score: Raw -4599391.814003 + Penalty 5137.597876 = -4594254.216126
  nChanged 250
		SP:Iteration 135Q (7430.380000 sec): 3 clusters
  Score: Raw -4599440.647574 + Penalty 5137.597876 = -4594303.049698
  nChanged 297
		SP:Iteration 136Q (7430.490000 sec): 3 clusters
  Score: Raw -4599508.170684 + Penalty 5137.597876 = -4594370.572807
  nChanged 325
		SP:Iteration 137Q (7430.600000 sec): 3 clusters
  Score: Raw -4599588.158157 + Penalty 5137.597876 = -4594450.560280
  nChanged 349
		SP:Iteration 138Q (7430.710000 sec): 3 clusters
  Score: Raw -4599680.882217 + Penalty 5137.597876 = -4594543.284341
  nChanged 415
		SP:Iteration 139Q (7430.820000 sec): 3 clusters
  Score: Raw -4599811.038461 + Penalty 5137.597876 = -4594673.440584
  nChanged 468
		SP:Iteration 140F (7430.930000 sec): 3 clusters
  Score: Raw -4599993.509988 + Penalty 5137.597876 = -4594855.912112
  nChanged 519
		SP:Iteration 141Q (7431.040000 sec): 3 clusters
  Score: Raw -4600246.857954 + Penalty 5137.597876 = -4595109.260078
  nChanged 583
		SP:Iteration 142Q (7431.150000 sec): 3 clusters
  Score: Raw -4600646.456340 + Penalty 5137.597876 = -4595508.858464
  nChanged 633
		SP:Iteration 143Q (7431.260000 sec): 3 clusters
  Score: Raw -4601310.348418 + Penalty 5137.597876 = -4596172.750542
  nChanged 608
		SP:Iteration 144Q (7431.370000 sec): 3 clusters
  Score: Raw -4602182.353472 + Penalty 5137.597876 = -4597044.755596
  nChanged 426
		SP:Iteration 145Q (7431.470000 sec): 3 clusters
  Score: Raw -4602647.863153 + Penalty 5137.597876 = -4597510.265276
  nChanged 315
		SP:Iteration 146Q (7431.560000 sec): 3 clusters
  Score: Raw -4602858.651002 + Penalty 5137.597876 = -4597721.053126
  nChanged 255
		SP:Iteration 147Q (7431.650000 sec): 3 clusters
  Score: Raw -4602981.369645 + Penalty 5137.597876 = -4597843.771769
  nChanged 190
		SP:Iteration 148Q (7431.740000 sec): 3 clusters
  Score: Raw -4603053.163145 + Penalty 5137.597876 = -4597915.565269
  nChanged 147
		SP:Iteration 149Q (7431.830000 sec): 3 clusters
  Score: Raw -4603104.122237 + Penalty 5137.597876 = -4597966.524360
  nChanged 112
		SP:Iteration 150Q (7431.910000 sec): 3 clusters
  Score: Raw -4603135.995173 + Penalty 5137.597876 = -4597998.397297
  nChanged 99
		SP:Iteration 151Q (7432.000000 sec): 3 clusters
  Score: Raw -4603161.890673 + Penalty 5137.597876 = -4598024.292797
  nChanged 70
		SP:Iteration 152Q (7432.090000 sec): 3 clusters
  Score: Raw -4603177.598465 + Penalty 5137.597876 = -4598040.000588
  nChanged 54
		SP:Iteration 153Q (7432.170000 sec): 3 clusters
  Score: Raw -4603190.063890 + Penalty 5137.597876 = -4598052.466014
  nChanged 42
		SP:Iteration 154Q (7432.260000 sec): 3 clusters
  Score: Raw -4603198.810209 + Penalty 5137.597876 = -4598061.212333
  nChanged 32
		SP:Iteration 155Q (7432.340000 sec): 3 clusters
  Score: Raw -4603204.132463 + Penalty 5137.597876 = -4598066.534586
  nChanged 23
		SP:Iteration 156Q (7432.430000 sec): 3 clusters
  Score: Raw -4603206.988482 + Penalty 5137.597876 = -4598069.390606
  nChanged 18
		SP:Iteration 157Q (7432.510000 sec): 3 clusters
  Score: Raw -4603209.386817 + Penalty 5137.597876 = -4598071.788941
  nChanged 9
		SP:Iteration 158Q (7432.600000 sec): 3 clusters
  Score: Raw -4603210.705892 + Penalty 5137.597876 = -4598073.108016
  nChanged 10
		SP:Iteration 159Q (7432.680000 sec): 3 clusters
  Score: Raw -4603212.215341 + Penalty 5137.597876 = -4598074.617465
  nChanged 12
		SP:Iteration 160F (7432.790000 sec): 3 clusters
  Score: Raw -4603214.147686 + Penalty 5137.597876 = -4598076.549810
  nChanged 14
		SP:Iteration 161Q (7432.870000 sec): 3 clusters
  Score: Raw -4603215.894540 + Penalty 5137.597876 = -4598078.296663
  nChanged 9
		SP:Iteration 162Q (7432.960000 sec): 3 clusters
  Score: Raw -4603217.017009 + Penalty 5137.597876 = -4598079.419133
  nChanged 10
		SP:Iteration 163Q (7433.040000 sec): 3 clusters
  Score: Raw -4603218.995856 + Penalty 5137.597876 = -4598081.397979
  nChanged 11
		SP:Iteration 164Q (7433.120000 sec): 3 clusters
  Score: Raw -4603220.899162 + Penalty 5137.597876 = -4598083.301286
  nChanged 10
		SP:Iteration 165Q (7433.210000 sec): 3 clusters
  Score: Raw -4603222.182109 + Penalty 5137.597876 = -4598084.584233
  nChanged 7
		SP:Iteration 166Q (7433.290000 sec): 3 clusters
  Score: Raw -4603223.342491 + Penalty 5137.597876 = -4598085.744614
  nChanged 4
		SP:Iteration 167Q (7433.380000 sec): 3 clusters
  Score: Raw -4603223.934787 + Penalty 5137.597876 = -4598086.336911
  nChanged 2
		SP:Iteration 168Q (7433.460000 sec): 3 clusters
  Score: Raw -4603224.392028 + Penalty 5137.597876 = -4598086.794152
  nChanged 4
		SP:Iteration 169Q (7433.540000 sec): 3 clusters
  Score: Raw -4603224.964547 + Penalty 5137.597876 = -4598087.366670
  nChanged 6
		SP:Iteration 170Q (7433.620000 sec): 3 clusters
  Score: Raw -4603225.799716 + Penalty 5137.597876 = -4598088.201840
  nChanged 6
		SP:Iteration 171Q (7433.710000 sec): 3 clusters
  Score: Raw -4603226.812707 + Penalty 5137.597876 = -4598089.214830
  nChanged 7
		SP:Iteration 172Q (7433.800000 sec): 3 clusters
  Score: Raw -4603228.048021 + Penalty 5137.597876 = -4598090.450144
  nChanged 9
		SP:Iteration 173Q (7433.880000 sec): 3 clusters
  Score: Raw -4603229.239177 + Penalty 5137.597876 = -4598091.641301
  nChanged 4
		SP:Iteration 174Q (7433.960000 sec): 3 clusters
  Score: Raw -4603229.787337 + Penalty 5137.597876 = -4598092.189461
  nChanged 7
		SP:Iteration 175Q (7434.040000 sec): 3 clusters
  Score: Raw -4603230.421472 + Penalty 5137.597876 = -4598092.823595
  nChanged 5
		SP:Iteration 176Q (7434.120000 sec): 3 clusters
  Score: Raw -4603231.196878 + Penalty 5137.597876 = -4598093.599001
  nChanged 4
		SP:Iteration 177Q (7434.210000 sec): 3 clusters
  Score: Raw -4603231.827628 + Penalty 5137.597876 = -4598094.229752
  nChanged 3
		SP:Iteration 178Q (7434.290000 sec): 3 clusters
  Score: Raw -4603232.401770 + Penalty 5137.597876 = -4598094.803894
  nChanged 6
		SP:Iteration 179Q (7434.380000 sec): 3 clusters
  Score: Raw -4603233.158295 + Penalty 5137.597876 = -4598095.560418
  nChanged 5
		SP:Iteration 180F (7434.490000 sec): 3 clusters
  Score: Raw -4603233.930710 + Penalty 5137.597876 = -4598096.332834
  nChanged 6
		SP:Iteration 181Q (7434.570000 sec): 3 clusters
  Score: Raw -4603234.712669 + Penalty 5137.597876 = -4598097.114793
  nChanged 4
		SP:Iteration 182Q (7434.660000 sec): 3 clusters
  Score: Raw -4603235.316699 + Penalty 5137.597876 = -4598097.718822
  nChanged 6
		SP:Iteration 183Q (7434.740000 sec): 3 clusters
  Score: Raw -4603236.088659 + Penalty 5137.597876 = -4598098.490783
  nChanged 4
		SP:Iteration 184Q (7434.830000 sec): 3 clusters
  Score: Raw -4603236.727833 + Penalty 5137.597876 = -4598099.129957
  nChanged 3
		SP:Iteration 185Q (7434.920000 sec): 3 clusters
  Score: Raw -4603237.299649 + Penalty 5137.597876 = -4598099.701772
  nChanged 5
		SP:Iteration 186Q (7435.000000 sec): 3 clusters
  Score: Raw -4603238.012892 + Penalty 5137.597876 = -4598100.415015
  nChanged 4
		SP:Iteration 187Q (7435.080000 sec): 3 clusters
  Score: Raw -4603238.644080 + Penalty 5137.597876 = -4598101.046203
  nChanged 2
		SP:Iteration 188Q (7435.170000 sec): 3 clusters
  Score: Raw -4603238.878799 + Penalty 5137.597876 = -4598101.280922
  nChanged 4
		SP:Iteration 189Q (7435.260000 sec): 3 clusters
  Score: Raw -4603239.701369 + Penalty 5137.597876 = -4598102.103492
  nChanged 5
		SP:Iteration 190Q (7435.340000 sec): 3 clusters
  Score: Raw -4603240.219379 + Penalty 5137.597876 = -4598102.621503
  nChanged 3
		SP:Iteration 191Q (7435.420000 sec): 3 clusters
  Score: Raw -4603240.791239 + Penalty 5137.597876 = -4598103.193363
  nChanged 7
		SP:Iteration 192Q (7435.500000 sec): 3 clusters
  Score: Raw -4603242.582671 + Penalty 5137.597876 = -4598104.984795
  nChanged 9
		SP:Iteration 193Q (7435.590000 sec): 3 clusters
  Score: Raw -4603244.719930 + Penalty 5137.597876 = -4598107.122054
  nChanged 7
		SP:Iteration 194Q (7435.670000 sec): 3 clusters
  Score: Raw -4603245.873640 + Penalty 5137.597876 = -4598108.275764
  nChanged 8
		SP:Iteration 195Q (7435.760000 sec): 3 clusters
  Score: Raw -4603247.101380 + Penalty 5137.597876 = -4598109.503504
  nChanged 7
		SP:Iteration 196Q (7435.840000 sec): 3 clusters
  Score: Raw -4603248.674142 + Penalty 5137.597876 = -4598111.076266
  nChanged 9
		SP:Iteration 197Q (7435.920000 sec): 3 clusters
  Score: Raw -4603250.408637 + Penalty 5137.597876 = -4598112.810761
  nChanged 10
		SP:Iteration 198Q (7436.010000 sec): 3 clusters
  Score: Raw -4603251.949337 + Penalty 5137.597876 = -4598114.351460
  nChanged 6
		SP:Iteration 199Q (7436.090000 sec): 3 clusters
  Score: Raw -4603253.544116 + Penalty 5137.597876 = -4598115.946239
  nChanged 8
		SP:Iteration 200F (7436.200000 sec): 3 clusters
  Score: Raw -4603254.752426 + Penalty 5137.597876 = -4598117.154549
  nChanged 8
		SP:Iteration 201Q (7436.290000 sec): 3 clusters
  Score: Raw -4603256.190158 + Penalty 5137.597876 = -4598118.592282
  nChanged 12
		SP:Iteration 202Q (7436.370000 sec): 3 clusters
  Score: Raw -4603257.977496 + Penalty 5137.597876 = -4598120.379620
  nChanged 7
		SP:Iteration 203Q (7436.460000 sec): 3 clusters
  Score: Raw -4603258.519877 + Penalty 5137.597876 = -4598120.922000
  nChanged 3
		SP:Iteration 204Q (7436.540000 sec): 3 clusters
  Score: Raw -4603259.093761 + Penalty 5137.597876 = -4598121.495885
  nChanged 5
		SP:Iteration 205Q (7436.620000 sec): 3 clusters
  Score: Raw -4603259.781132 + Penalty 5137.597876 = -4598122.183256
  nChanged 6
		SP:Iteration 206Q (7436.710000 sec): 3 clusters
  Score: Raw -4603260.647331 + Penalty 5137.597876 = -4598123.049455
  nChanged 7
		SP:Iteration 207Q (7436.800000 sec): 3 clusters
  Score: Raw -4603261.822413 + Penalty 5137.597876 = -4598124.224537
  nChanged 4
		SP:Iteration 208Q (7436.880000 sec): 3 clusters
  Score: Raw -4603262.287091 + Penalty 5137.597876 = -4598124.689214
  nChanged 2
		SP:Iteration 209Q (7436.970000 sec): 3 clusters
  Score: Raw -4603262.496870 + Penalty 5137.597876 = -4598124.898994
  nChanged 1
		SP:Iteration 210Q (7437.050000 sec): 3 clusters
  Score: Raw -4603262.573740 + Penalty 5137.597876 = -4598124.975864
  nChanged 1
		SP:Iteration 211Q (7437.140000 sec): 3 clusters
  Score: Raw -4603262.690976 + Penalty 5137.597876 = -4598125.093100
  nChanged 1
		SP:Iteration 212Q (7437.220000 sec): 3 clusters
  Score: Raw -4603262.788687 + Penalty 5137.597876 = -4598125.190811
  nChanged 0
		SP:Iteration 213F (7437.330000 sec): 3 clusters
  Score: Raw -4603262.788687 + Penalty 5137.597876 = -4598125.190811
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7437.640000 sec): 2 clusters
  Score: Raw -14350476.635145 + Penalty 2851.932735 = -14347624.702410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7437.980000 sec): 3 clusters
  Score: Raw -14287389.788243 + Penalty 5703.865470 = -14281685.922773
  nChanged 46534
		SP:Iteration 1F (7438.330000 sec): 3 clusters
  Score: Raw -14314091.250404 + Penalty 5703.865470 = -14308387.384934
  nChanged 3621
		SP:Iteration 2Q (7438.680000 sec): 3 clusters
  Score: Raw -14315059.655146 + Penalty 5703.865470 = -14309355.789676
  nChanged 3825
		SP:Iteration 3Q (7439.040000 sec): 3 clusters
  Score: Raw -14316243.008925 + Penalty 5703.865470 = -14310539.143455
  nChanged 4223
		SP:Iteration 4Q (7439.390000 sec): 3 clusters
  Score: Raw -14317739.221618 + Penalty 5703.865470 = -14312035.356148
  nChanged 4670
		SP:Iteration 5Q (7439.740000 sec): 3 clusters
  Score: Raw -14319620.093866 + Penalty 5703.865470 = -14313916.228395
  nChanged 5177
		SP:Iteration 6F (7440.080000 sec): 3 clusters
  Score: Raw -14322061.777739 + Penalty 5703.865470 = -14316357.912269
  nChanged 5723
		SP:Iteration 7F (7440.430000 sec): 3 clusters
  Score: Raw -14325179.212425 + Penalty 5703.865470 = -14319475.346955
  nChanged 6066
		SP:Iteration 8F (7440.780000 sec): 3 clusters
  Score: Raw -14328997.006882 + Penalty 5703.865470 = -14323293.141411
  nChanged 6096
		SP:Iteration 9F (7441.120000 sec): 3 clusters
  Score: Raw -14333470.071001 + Penalty 5703.865470 = -14327766.205531
  nChanged 5769
		SP:Iteration 10F (7441.470000 sec): 3 clusters
  Score: Raw -14338479.741494 + Penalty 5703.865470 = -14332775.876024
  nChanged 4652
		SP:Iteration 11Q (7441.810000 sec): 3 clusters
  Score: Raw -14342770.489719 + Penalty 5703.865470 = -14337066.624249
  nChanged 3122
		SP:Iteration 12Q (7442.140000 sec): 3 clusters
  Score: Raw -14345682.000765 + Penalty 5703.865470 = -14339978.135295
  nChanged 2091
		SP:Iteration 13Q (7442.440000 sec): 3 clusters
  Score: Raw -14347463.704094 + Penalty 5703.865470 = -14341759.838624
  nChanged 1402
		SP:Iteration 14Q (7442.730000 sec): 3 clusters
  Score: Raw -14348500.625191 + Penalty 5703.865470 = -14342796.759721
  nChanged 950
		SP:Iteration 15Q (7443.000000 sec): 3 clusters
  Score: Raw -14349104.325610 + Penalty 5703.865470 = -14343400.460140
  nChanged 712
		SP:Iteration 16Q (7443.270000 sec): 3 clusters
  Score: Raw -14349469.407788 + Penalty 5703.865470 = -14343765.542318
  nChanged 515
		SP:Iteration 17Q (7443.540000 sec): 3 clusters
  Score: Raw -14349730.654157 + Penalty 5703.865470 = -14344026.788687
  nChanged 469
		SP:Iteration 18Q (7443.800000 sec): 3 clusters
  Score: Raw -14349963.392011 + Penalty 5703.865470 = -14344259.526541
  nChanged 396
		SP:Iteration 19Q (7444.060000 sec): 3 clusters
  Score: Raw -14350148.655669 + Penalty 5703.865470 = -14344444.790199
  nChanged 370
		SP:Iteration 20F (7444.410000 sec): 3 clusters
  Score: Raw -14350313.423423 + Penalty 5703.865470 = -14344609.557952
  nChanged 321
		SP:Iteration 21Q (7444.670000 sec): 3 clusters
  Score: Raw -14350436.651103 + Penalty 5703.865470 = -14344732.785632
  nChanged 283
		SP:Iteration 22Q (7444.920000 sec): 3 clusters
  Score: Raw -14350552.139335 + Penalty 5703.865470 = -14344848.273865
  nChanged 285
		SP:Iteration 23Q (7445.180000 sec): 3 clusters
  Score: Raw -14350662.420871 + Penalty 5703.865470 = -14344958.555400
  nChanged 230
		SP:Iteration 24Q (7445.440000 sec): 3 clusters
  Score: Raw -14350736.027019 + Penalty 5703.865470 = -14345032.161549
  nChanged 181
		SP:Iteration 25Q (7445.700000 sec): 3 clusters
  Score: Raw -14350790.831648 + Penalty 5703.865470 = -14345086.966177
  nChanged 131
		SP:Iteration 26Q (7445.950000 sec): 3 clusters
  Score: Raw -14350831.946696 + Penalty 5703.865470 = -14345128.081226
  nChanged 130
		SP:Iteration 27Q (7446.200000 sec): 3 clusters
  Score: Raw -14350871.200318 + Penalty 5703.865470 = -14345167.334848
  nChanged 115
		SP:Iteration 28Q (7446.450000 sec): 3 clusters
  Score: Raw -14350902.719491 + Penalty 5703.865470 = -14345198.854021
  nChanged 99
		SP:Iteration 29Q (7446.700000 sec): 3 clusters
  Score: Raw -14350930.159277 + Penalty 5703.865470 = -14345226.293807
  nChanged 81
		SP:Iteration 30Q (7446.950000 sec): 3 clusters
  Score: Raw -14350949.621240 + Penalty 5703.865470 = -14345245.755770
  nChanged 74
		SP:Iteration 31Q (7447.200000 sec): 3 clusters
  Score: Raw -14350970.228406 + Penalty 5703.865470 = -14345266.362936
  nChanged 69
		SP:Iteration 32Q (7447.450000 sec): 3 clusters
  Score: Raw -14350990.423488 + Penalty 5703.865470 = -14345286.558018
  nChanged 68
		SP:Iteration 33Q (7447.700000 sec): 3 clusters
  Score: Raw -14351008.450170 + Penalty 5703.865470 = -14345304.584700
  nChanged 69
		SP:Iteration 34Q (7447.950000 sec): 3 clusters
  Score: Raw -14351026.399626 + Penalty 5703.865470 = -14345322.534156
  nChanged 68
		SP:Iteration 35Q (7448.200000 sec): 3 clusters
  Score: Raw -14351042.413957 + Penalty 5703.865470 = -14345338.548487
  nChanged 58
		SP:Iteration 36Q (7448.440000 sec): 3 clusters
  Score: Raw -14351059.080848 + Penalty 5703.865470 = -14345355.215378
  nChanged 54
		SP:Iteration 37Q (7448.690000 sec): 3 clusters
  Score: Raw -14351073.072117 + Penalty 5703.865470 = -14345369.206647
  nChanged 45
		SP:Iteration 38Q (7448.940000 sec): 3 clusters
  Score: Raw -14351084.627220 + Penalty 5703.865470 = -14345380.761750
  nChanged 38
		SP:Iteration 39Q (7449.190000 sec): 3 clusters
  Score: Raw -14351094.525028 + Penalty 5703.865470 = -14345390.659558
  nChanged 46
		SP:Iteration 40F (7449.530000 sec): 3 clusters
  Score: Raw -14351104.740716 + Penalty 5703.865470 = -14345400.875246
  nChanged 32
		SP:Iteration 41Q (7449.780000 sec): 3 clusters
  Score: Raw -14351114.063294 + Penalty 5703.865470 = -14345410.197824
  nChanged 26
		SP:Iteration 42Q (7450.020000 sec): 3 clusters
  Score: Raw -14351120.933941 + Penalty 5703.865470 = -14345417.068471
  nChanged 28
		SP:Iteration 43Q (7450.270000 sec): 3 clusters
  Score: Raw -14351127.158196 + Penalty 5703.865470 = -14345423.292726
  nChanged 24
		SP:Iteration 44Q (7450.520000 sec): 3 clusters
  Score: Raw -14351131.879830 + Penalty 5703.865470 = -14345428.014360
  nChanged 26
		SP:Iteration 45Q (7450.760000 sec): 3 clusters
  Score: Raw -14351137.019322 + Penalty 5703.865470 = -14345433.153852
  nChanged 18
		SP:Iteration 46Q (7451.010000 sec): 3 clusters
  Score: Raw -14351140.897517 + Penalty 5703.865470 = -14345437.032046
  nChanged 15
		SP:Iteration 47Q (7451.260000 sec): 3 clusters
  Score: Raw -14351143.805500 + Penalty 5703.865470 = -14345439.940030
  nChanged 13
		SP:Iteration 48Q (7451.510000 sec): 3 clusters
  Score: Raw -14351146.192025 + Penalty 5703.865470 = -14345442.326555
  nChanged 10
		SP:Iteration 49Q (7451.760000 sec): 3 clusters
  Score: Raw -14351148.102863 + Penalty 5703.865470 = -14345444.237393
  nChanged 6
		SP:Iteration 50Q (7452.000000 sec): 3 clusters
  Score: Raw -14351149.563274 + Penalty 5703.865470 = -14345445.697804
  nChanged 7
		SP:Iteration 51Q (7452.250000 sec): 3 clusters
  Score: Raw -14351150.937677 + Penalty 5703.865470 = -14345447.072207
  nChanged 13
		SP:Iteration 52Q (7452.500000 sec): 3 clusters
  Score: Raw -14351153.103870 + Penalty 5703.865470 = -14345449.238400
  nChanged 6
		SP:Iteration 53Q (7452.740000 sec): 3 clusters
  Score: Raw -14351154.328390 + Penalty 5703.865470 = -14345450.462920
  nChanged 8
		SP:Iteration 54Q (7452.990000 sec): 3 clusters
  Score: Raw -14351156.067025 + Penalty 5703.865470 = -14345452.201555
  nChanged 8
		SP:Iteration 55Q (7453.240000 sec): 3 clusters
  Score: Raw -14351158.102570 + Penalty 5703.865470 = -14345454.237100
  nChanged 17
		SP:Iteration 56Q (7453.480000 sec): 3 clusters
  Score: Raw -14351161.942860 + Penalty 5703.865470 = -14345458.077390
  nChanged 9
		SP:Iteration 57Q (7453.730000 sec): 3 clusters
  Score: Raw -14351163.907296 + Penalty 5703.865470 = -14345460.041826
  nChanged 11
		SP:Iteration 58Q (7453.980000 sec): 3 clusters
  Score: Raw -14351166.350601 + Penalty 5703.865470 = -14345462.485131
  nChanged 13
		SP:Iteration 59Q (7454.220000 sec): 3 clusters
  Score: Raw -14351168.269017 + Penalty 5703.865470 = -14345464.403546
  nChanged 9
		SP:Iteration 60F (7454.560000 sec): 3 clusters
  Score: Raw -14351170.082020 + Penalty 5703.865470 = -14345466.216550
  nChanged 7
		SP:Iteration 61Q (7454.810000 sec): 3 clusters
  Score: Raw -14351171.941731 + Penalty 5703.865470 = -14345468.076261
  nChanged 8
		SP:Iteration 62Q (7455.050000 sec): 3 clusters
  Score: Raw -14351173.670474 + Penalty 5703.865470 = -14345469.805004
  nChanged 5
		SP:Iteration 63Q (7455.300000 sec): 3 clusters
  Score: Raw -14351174.758557 + Penalty 5703.865470 = -14345470.893087
  nChanged 5
		SP:Iteration 64Q (7455.540000 sec): 3 clusters
  Score: Raw -14351175.715598 + Penalty 5703.865470 = -14345471.850128
  nChanged 8
		SP:Iteration 65Q (7455.790000 sec): 3 clusters
  Score: Raw -14351177.336734 + Penalty 5703.865470 = -14345473.471264
  nChanged 8
		SP:Iteration 66Q (7456.040000 sec): 3 clusters
  Score: Raw -14351178.706853 + Penalty 5703.865470 = -14345474.841383
  nChanged 6
		SP:Iteration 67Q (7456.280000 sec): 3 clusters
  Score: Raw -14351179.826686 + Penalty 5703.865470 = -14345475.961216
  nChanged 1
		SP:Iteration 68Q (7456.530000 sec): 3 clusters
  Score: Raw -14351180.072823 + Penalty 5703.865470 = -14345476.207353
  nChanged 3
		SP:Iteration 69Q (7456.780000 sec): 3 clusters
  Score: Raw -14351180.598409 + Penalty 5703.865470 = -14345476.732939
  nChanged 1
		SP:Iteration 70Q (7457.020000 sec): 3 clusters
  Score: Raw -14351181.164036 + Penalty 5703.865470 = -14345477.298565
  nChanged 4
		SP:Iteration 71Q (7457.270000 sec): 3 clusters
  Score: Raw -14351181.855285 + Penalty 5703.865470 = -14345477.989815
  nChanged 5
		SP:Iteration 72Q (7457.510000 sec): 3 clusters
  Score: Raw -14351182.586364 + Penalty 5703.865470 = -14345478.720894
  nChanged 2
		SP:Iteration 73Q (7457.760000 sec): 3 clusters
  Score: Raw -14351183.006832 + Penalty 5703.865470 = -14345479.141361
  nChanged 2
		SP:Iteration 74Q (7458.010000 sec): 3 clusters
  Score: Raw -14351183.412617 + Penalty 5703.865470 = -14345479.547147
  nChanged 3
		SP:Iteration 75Q (7458.250000 sec): 3 clusters
  Score: Raw -14351184.078541 + Penalty 5703.865470 = -14345480.213071
  nChanged 6
		SP:Iteration 76Q (7458.500000 sec): 3 clusters
  Score: Raw -14351185.813472 + Penalty 5703.865470 = -14345481.948002
  nChanged 7
		SP:Iteration 77Q (7458.750000 sec): 3 clusters
  Score: Raw -14351187.128877 + Penalty 5703.865470 = -14345483.263407
  nChanged 6
		SP:Iteration 78Q (7459.000000 sec): 3 clusters
  Score: Raw -14351188.094653 + Penalty 5703.865470 = -14345484.229183
  nChanged 3
		SP:Iteration 79Q (7459.240000 sec): 3 clusters
  Score: Raw -14351188.946561 + Penalty 5703.865470 = -14345485.081091
  nChanged 3
		SP:Iteration 80F (7459.580000 sec): 3 clusters
  Score: Raw -14351189.548635 + Penalty 5703.865470 = -14345485.683165
  nChanged 4
		SP:Iteration 81Q (7459.830000 sec): 3 clusters
  Score: Raw -14351190.879184 + Penalty 5703.865470 = -14345487.013714
  nChanged 7
		SP:Iteration 82Q (7460.070000 sec): 3 clusters
  Score: Raw -14351192.702030 + Penalty 5703.865470 = -14345488.836560
  nChanged 5
		SP:Iteration 83Q (7460.320000 sec): 3 clusters
  Score: Raw -14351193.545474 + Penalty 5703.865470 = -14345489.680003
  nChanged 4
		SP:Iteration 84Q (7460.560000 sec): 3 clusters
  Score: Raw -14351194.217189 + Penalty 5703.865470 = -14345490.351719
  nChanged 4
		SP:Iteration 85Q (7460.810000 sec): 3 clusters
  Score: Raw -14351194.842766 + Penalty 5703.865470 = -14345490.977295
  nChanged 3
		SP:Iteration 86Q (7461.060000 sec): 3 clusters
  Score: Raw -14351195.191387 + Penalty 5703.865470 = -14345491.325916
  nChanged 4
		SP:Iteration 87Q (7461.300000 sec): 3 clusters
  Score: Raw -14351195.788654 + Penalty 5703.865470 = -14345491.923184
  nChanged 2
		SP:Iteration 88Q (7461.540000 sec): 3 clusters
  Score: Raw -14351195.979438 + Penalty 5703.865470 = -14345492.113968
  nChanged 1
		SP:Iteration 89Q (7461.790000 sec): 3 clusters
  Score: Raw -14351196.122130 + Penalty 5703.865470 = -14345492.256660
  nChanged 1
		SP:Iteration 90Q (7462.040000 sec): 3 clusters
  Score: Raw -14351196.215777 + Penalty 5703.865470 = -14345492.350307
  nChanged 1
		SP:Iteration 91Q (7462.280000 sec): 3 clusters
  Score: Raw -14351196.303275 + Penalty 5703.865470 = -14345492.437805
  nChanged 1
		SP:Iteration 92Q (7462.520000 sec): 3 clusters
  Score: Raw -14351196.514000 + Penalty 5703.865470 = -14345492.648530
  nChanged 1
		SP:Iteration 93Q (7462.770000 sec): 3 clusters
  Score: Raw -14351196.654667 + Penalty 5703.865470 = -14345492.789196
  nChanged 1
		SP:Iteration 94Q (7463.020000 sec): 3 clusters
  Score: Raw -14351196.800293 + Penalty 5703.865470 = -14345492.934823
  nChanged 1
		SP:Iteration 95Q (7463.270000 sec): 3 clusters
  Score: Raw -14351196.999516 + Penalty 5703.865470 = -14345493.134045
  nChanged 1
		SP:Iteration 96Q (7463.510000 sec): 3 clusters
  Score: Raw -14351197.160940 + Penalty 5703.865470 = -14345493.295469
  nChanged 2
		SP:Iteration 97Q (7463.750000 sec): 3 clusters
  Score: Raw -14351197.442694 + Penalty 5703.865470 = -14345493.577224
  nChanged 0
		SP:Iteration 98F (7464.090000 sec): 3 clusters
  Score: Raw -14351197.442694 + Penalty 5703.865470 = -14345493.577224
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7464.220000 sec): 2 clusters
  Score: Raw -5609970.362832 + Penalty 2603.148306 = -5607367.214527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7464.350000 sec): 3 clusters
  Score: Raw -5587778.951307 + Penalty 5206.296611 = -5582572.654696
  nChanged 16500
		SP:Iteration 1F (7464.470000 sec): 3 clusters
  Score: Raw -5596740.970702 + Penalty 5206.296611 = -5591534.674091
  nChanged 1591
		SP:Iteration 2Q (7464.600000 sec): 3 clusters
  Score: Raw -5597193.546452 + Penalty 5206.296611 = -5591987.249841
  nChanged 1394
		SP:Iteration 3Q (7464.730000 sec): 3 clusters
  Score: Raw -5597560.329698 + Penalty 5206.296611 = -5592354.033087
  nChanged 1252
		SP:Iteration 4Q (7464.860000 sec): 3 clusters
  Score: Raw -5597871.668835 + Penalty 5206.296611 = -5592665.372224
  nChanged 1148
		SP:Iteration 5Q (7464.990000 sec): 3 clusters
  Score: Raw -5598153.037803 + Penalty 5206.296611 = -5592946.741192
  nChanged 987
		SP:Iteration 6Q (7465.120000 sec): 3 clusters
  Score: Raw -5598379.627086 + Penalty 5206.296611 = -5593173.330475
  nChanged 965
		SP:Iteration 7Q (7465.250000 sec): 3 clusters
  Score: Raw -5598601.167417 + Penalty 5206.296611 = -5593394.870806
  nChanged 914
		SP:Iteration 8Q (7465.380000 sec): 3 clusters
  Score: Raw -5598818.073807 + Penalty 5206.296611 = -5593611.777196
  nChanged 935
		SP:Iteration 9Q (7465.500000 sec): 3 clusters
  Score: Raw -5599064.344956 + Penalty 5206.296611 = -5593858.048345
  nChanged 1048
		SP:Iteration 10Q (7465.630000 sec): 3 clusters
  Score: Raw -5599376.297456 + Penalty 5206.296611 = -5594170.000845
  nChanged 1168
		SP:Iteration 11Q (7465.760000 sec): 3 clusters
  Score: Raw -5599803.420441 + Penalty 5206.296611 = -5594597.123830
  nChanged 1401
		SP:Iteration 12Q (7465.890000 sec): 3 clusters
  Score: Raw -5600439.359698 + Penalty 5206.296611 = -5595233.063086
  nChanged 1731
		SP:Iteration 13Q (7466.020000 sec): 3 clusters
  Score: Raw -5601403.013934 + Penalty 5206.296611 = -5596196.717323
  nChanged 2020
		SP:Iteration 14F (7466.140000 sec): 3 clusters
  Score: Raw -5602738.538650 + Penalty 5206.296611 = -5597532.242039
  nChanged 2153
		SP:Iteration 15F (7466.270000 sec): 3 clusters
  Score: Raw -5604357.405775 + Penalty 5206.296611 = -5599151.109164
  nChanged 2061
		SP:Iteration 16F (7466.400000 sec): 3 clusters
  Score: Raw -5606057.998706 + Penalty 5206.296611 = -5600851.702095
  nChanged 1760
		SP:Iteration 17Q (7466.520000 sec): 3 clusters
  Score: Raw -5607558.311479 + Penalty 5206.296611 = -5602352.014868
  nChanged 1232
		SP:Iteration 18Q (7466.630000 sec): 3 clusters
  Score: Raw -5608628.914252 + Penalty 5206.296611 = -5603422.617640
  nChanged 842
		SP:Iteration 19Q (7466.740000 sec): 3 clusters
  Score: Raw -5609325.806551 + Penalty 5206.296611 = -5604119.509940
  nChanged 507
		SP:Iteration 20F (7466.860000 sec): 3 clusters
  Score: Raw -5609731.179876 + Penalty 5206.296611 = -5604524.883265
  nChanged 275
		SP:Iteration 21Q (7466.960000 sec): 3 clusters
  Score: Raw -5609969.779385 + Penalty 5206.296611 = -5604763.482774
  nChanged 150
		SP:Iteration 22Q (7467.050000 sec): 3 clusters
  Score: Raw -5610096.767354 + Penalty 5206.296611 = -5604890.470743
  nChanged 84
		SP:Iteration 23Q (7467.140000 sec): 3 clusters
  Score: Raw -5610183.137110 + Penalty 5206.296611 = -5604976.840499
  nChanged 60
		SP:Iteration 24Q (7467.230000 sec): 3 clusters
  Score: Raw -5610241.016836 + Penalty 5206.296611 = -5605034.720225
  nChanged 32
		SP:Iteration 25Q (7467.320000 sec): 3 clusters
  Score: Raw -5610270.003295 + Penalty 5206.296611 = -5605063.706684
  nChanged 19
		SP:Iteration 26Q (7467.410000 sec): 3 clusters
  Score: Raw -5610286.043055 + Penalty 5206.296611 = -5605079.746444
  nChanged 8
		SP:Iteration 27Q (7467.500000 sec): 3 clusters
  Score: Raw -5610294.731299 + Penalty 5206.296611 = -5605088.434688
  nChanged 11
		SP:Iteration 28Q (7467.580000 sec): 3 clusters
  Score: Raw -5610304.398509 + Penalty 5206.296611 = -5605098.101898
  nChanged 7
		SP:Iteration 29Q (7467.670000 sec): 3 clusters
  Score: Raw -5610311.296305 + Penalty 5206.296611 = -5605104.999694
  nChanged 6
		SP:Iteration 30Q (7467.760000 sec): 3 clusters
  Score: Raw -5610316.364210 + Penalty 5206.296611 = -5605110.067599
  nChanged 4
		SP:Iteration 31Q (7467.850000 sec): 3 clusters
  Score: Raw -5610318.989535 + Penalty 5206.296611 = -5605112.692924
  nChanged 1
		SP:Iteration 32Q (7467.940000 sec): 3 clusters
  Score: Raw -5610319.609510 + Penalty 5206.296611 = -5605113.312899
  nChanged 0
		SP:Iteration 33F (7468.070000 sec): 3 clusters
  Score: Raw -5610319.609510 + Penalty 5206.296611 = -5605113.312899
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7468.370000 sec): 2 clusters
  Score: Raw -14574617.490066 + Penalty 2851.864876 = -14571765.625190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7468.720000 sec): 3 clusters
  Score: Raw -14511408.834486 + Penalty 5703.729753 = -14505705.104733
  nChanged 46581
		SP:Iteration 1F (7469.070000 sec): 3 clusters
  Score: Raw -14537883.619798 + Penalty 5703.729753 = -14532179.890046
  nChanged 2818
		SP:Iteration 2Q (7469.410000 sec): 3 clusters
  Score: Raw -14538443.391718 + Penalty 5703.729753 = -14532739.661966
  nChanged 2753
		SP:Iteration 3Q (7469.770000 sec): 3 clusters
  Score: Raw -14539030.959644 + Penalty 5703.729753 = -14533327.229892
  nChanged 2790
		SP:Iteration 4Q (7470.120000 sec): 3 clusters
  Score: Raw -14539735.619759 + Penalty 5703.729753 = -14534031.890006
  nChanged 3073
		SP:Iteration 5Q (7470.470000 sec): 3 clusters
  Score: Raw -14540666.715496 + Penalty 5703.729753 = -14534962.985744
  nChanged 3458
		SP:Iteration 6Q (7470.830000 sec): 3 clusters
  Score: Raw -14541945.055915 + Penalty 5703.729753 = -14536241.326163
  nChanged 3996
		SP:Iteration 7Q (7471.180000 sec): 3 clusters
  Score: Raw -14543702.923597 + Penalty 5703.729753 = -14537999.193844
  nChanged 4526
		SP:Iteration 8Q (7471.530000 sec): 3 clusters
  Score: Raw -14545943.109725 + Penalty 5703.729753 = -14540239.379972
  nChanged 4826
		SP:Iteration 9Q (7471.880000 sec): 3 clusters
  Score: Raw -14548458.376088 + Penalty 5703.729753 = -14542754.646335
  nChanged 4983
		SP:Iteration 10F (7472.230000 sec): 3 clusters
  Score: Raw -14551168.851940 + Penalty 5703.729753 = -14545465.122187
  nChanged 4934
		SP:Iteration 11F (7472.570000 sec): 3 clusters
  Score: Raw -14553897.930299 + Penalty 5703.729753 = -14548194.200546
  nChanged 4830
		SP:Iteration 12Q (7472.910000 sec): 3 clusters
  Score: Raw -14556622.474908 + Penalty 5703.729753 = -14550918.745156
  nChanged 4753
		SP:Iteration 13Q (7473.260000 sec): 3 clusters
  Score: Raw -14559337.301875 + Penalty 5703.729753 = -14553633.572122
  nChanged 4692
		SP:Iteration 14Q (7473.590000 sec): 3 clusters
  Score: Raw -14562073.050869 + Penalty 5703.729753 = -14556369.321117
  nChanged 4637
		SP:Iteration 15Q (7473.920000 sec): 3 clusters
  Score: Raw -14564870.410193 + Penalty 5703.729753 = -14559166.680440
  nChanged 4269
		SP:Iteration 16Q (7474.240000 sec): 3 clusters
  Score: Raw -14567445.739690 + Penalty 5703.729753 = -14561742.009938
  nChanged 3681
		SP:Iteration 17Q (7474.550000 sec): 3 clusters
  Score: Raw -14569644.444080 + Penalty 5703.729753 = -14563940.714327
  nChanged 2942
		SP:Iteration 18Q (7474.850000 sec): 3 clusters
  Score: Raw -14571412.361520 + Penalty 5703.729753 = -14565708.631768
  nChanged 2222
		SP:Iteration 19Q (7475.130000 sec): 3 clusters
  Score: Raw -14572724.587020 + Penalty 5703.729753 = -14567020.857268
  nChanged 1552
		SP:Iteration 20F (7475.470000 sec): 3 clusters
  Score: Raw -14573601.373826 + Penalty 5703.729753 = -14567897.644073
  nChanged 1035
		SP:Iteration 21Q (7475.740000 sec): 3 clusters
  Score: Raw -14574151.636814 + Penalty 5703.729753 = -14568447.907061
  nChanged 673
		SP:Iteration 22Q (7476.010000 sec): 3 clusters
  Score: Raw -14574489.795831 + Penalty 5703.729753 = -14568786.066078
  nChanged 448
		SP:Iteration 23Q (7476.270000 sec): 3 clusters
  Score: Raw -14574700.835849 + Penalty 5703.729753 = -14568997.106097
  nChanged 322
		SP:Iteration 24Q (7476.520000 sec): 3 clusters
  Score: Raw -14574842.938638 + Penalty 5703.729753 = -14569139.208885
  nChanged 238
		SP:Iteration 25Q (7476.770000 sec): 3 clusters
  Score: Raw -14574942.652034 + Penalty 5703.729753 = -14569238.922282
  nChanged 166
		SP:Iteration 26Q (7477.020000 sec): 3 clusters
  Score: Raw -14575009.174932 + Penalty 5703.729753 = -14569305.445179
  nChanged 130
		SP:Iteration 27Q (7477.270000 sec): 3 clusters
  Score: Raw -14575065.322514 + Penalty 5703.729753 = -14569361.592761
  nChanged 107
		SP:Iteration 28Q (7477.520000 sec): 3 clusters
  Score: Raw -14575106.518683 + Penalty 5703.729753 = -14569402.788931
  nChanged 74
		SP:Iteration 29Q (7477.770000 sec): 3 clusters
  Score: Raw -14575131.492338 + Penalty 5703.729753 = -14569427.762586
  nChanged 52
		SP:Iteration 30Q (7478.010000 sec): 3 clusters
  Score: Raw -14575149.708173 + Penalty 5703.729753 = -14569445.978421
  nChanged 41
		SP:Iteration 31Q (7478.260000 sec): 3 clusters
  Score: Raw -14575163.236760 + Penalty 5703.729753 = -14569459.507007
  nChanged 32
		SP:Iteration 32Q (7478.510000 sec): 3 clusters
  Score: Raw -14575175.113292 + Penalty 5703.729753 = -14569471.383540
  nChanged 23
		SP:Iteration 33Q (7478.750000 sec): 3 clusters
  Score: Raw -14575181.910407 + Penalty 5703.729753 = -14569478.180654
  nChanged 22
		SP:Iteration 34Q (7479.000000 sec): 3 clusters
  Score: Raw -14575189.121219 + Penalty 5703.729753 = -14569485.391466
  nChanged 21
		SP:Iteration 35Q (7479.250000 sec): 3 clusters
  Score: Raw -14575196.013172 + Penalty 5703.729753 = -14569492.283419
  nChanged 24
		SP:Iteration 36Q (7479.490000 sec): 3 clusters
  Score: Raw -14575203.770989 + Penalty 5703.729753 = -14569500.041237
  nChanged 25
		SP:Iteration 37Q (7479.740000 sec): 3 clusters
  Score: Raw -14575213.393415 + Penalty 5703.729753 = -14569509.663662
  nChanged 21
		SP:Iteration 38Q (7479.980000 sec): 3 clusters
  Score: Raw -14575221.899250 + Penalty 5703.729753 = -14569518.169498
  nChanged 13
		SP:Iteration 39Q (7480.230000 sec): 3 clusters
  Score: Raw -14575226.540864 + Penalty 5703.729753 = -14569522.811111
  nChanged 14
		SP:Iteration 40F (7480.570000 sec): 3 clusters
  Score: Raw -14575230.680927 + Penalty 5703.729753 = -14569526.951174
  nChanged 5
		SP:Iteration 41Q (7480.820000 sec): 3 clusters
  Score: Raw -14575232.861617 + Penalty 5703.729753 = -14569529.131865
  nChanged 10
		SP:Iteration 42Q (7481.070000 sec): 3 clusters
  Score: Raw -14575236.304059 + Penalty 5703.729753 = -14569532.574306
  nChanged 12
		SP:Iteration 43Q (7481.310000 sec): 3 clusters
  Score: Raw -14575239.969292 + Penalty 5703.729753 = -14569536.239540
  nChanged 11
		SP:Iteration 44Q (7481.560000 sec): 3 clusters
  Score: Raw -14575245.301971 + Penalty 5703.729753 = -14569541.572219
  nChanged 12
		SP:Iteration 45Q (7481.800000 sec): 3 clusters
  Score: Raw -14575249.694869 + Penalty 5703.729753 = -14569545.965117
  nChanged 12
		SP:Iteration 46Q (7482.050000 sec): 3 clusters
  Score: Raw -14575253.595583 + Penalty 5703.729753 = -14569549.865830
  nChanged 9
		SP:Iteration 47Q (7482.290000 sec): 3 clusters
  Score: Raw -14575256.931822 + Penalty 5703.729753 = -14569553.202069
  nChanged 10
		SP:Iteration 48Q (7482.530000 sec): 3 clusters
  Score: Raw -14575261.230814 + Penalty 5703.729753 = -14569557.501062
  nChanged 13
		SP:Iteration 49Q (7482.780000 sec): 3 clusters
  Score: Raw -14575266.418633 + Penalty 5703.729753 = -14569562.688881
  nChanged 12
		SP:Iteration 50Q (7483.020000 sec): 3 clusters
  Score: Raw -14575270.230663 + Penalty 5703.729753 = -14569566.500910
  nChanged 10
		SP:Iteration 51Q (7483.270000 sec): 3 clusters
  Score: Raw -14575273.511038 + Penalty 5703.729753 = -14569569.781286
  nChanged 6
		SP:Iteration 52Q (7483.510000 sec): 3 clusters
  Score: Raw -14575275.353594 + Penalty 5703.729753 = -14569571.623842
  nChanged 7
		SP:Iteration 53Q (7483.750000 sec): 3 clusters
  Score: Raw -14575277.034151 + Penalty 5703.729753 = -14569573.304399
  nChanged 3
		SP:Iteration 54Q (7483.990000 sec): 3 clusters
  Score: Raw -14575277.496518 + Penalty 5703.729753 = -14569573.766766
  nChanged 1
		SP:Iteration 55Q (7484.230000 sec): 3 clusters
  Score: Raw -14575277.689605 + Penalty 5703.729753 = -14569573.959853
  nChanged 2
		SP:Iteration 56Q (7484.480000 sec): 3 clusters
  Score: Raw -14575278.142754 + Penalty 5703.729753 = -14569574.413001
  nChanged 0
		SP:Iteration 57F (7484.820000 sec): 3 clusters
  Score: Raw -14575278.142754 + Penalty 5703.729753 = -14569574.413001
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7484.850000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7484.850000 sec): 3 clusters
  Score: Raw -22183.135075 + Penalty 2547.356025 = -19635.779050
  nChanged 4
		SP:Iteration 1Q (7484.860000 sec): 3 clusters
  Score: Raw -22197.507487 + Penalty 2547.356025 = -19650.151462
  nChanged 1
		SP:Iteration 2Q (7484.860000 sec): 3 clusters
  Score: Raw -22200.672045 + Penalty 2547.356025 = -19653.316020
  nChanged 0
		SP:Iteration 3F (7484.860000 sec): 3 clusters
  Score: Raw -22200.672045 + Penalty 2547.356025 = -19653.316020
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51080 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7485.020000 sec): 2 clusters
  Score: Raw -7501320.762395 + Penalty 2688.604781 = -7498632.157614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7485.200000 sec): 3 clusters
  Score: Raw -7469640.610523 + Penalty 5377.209562 = -7464263.400962
  nChanged 23522
		SP:Iteration 1F (7485.370000 sec): 3 clusters
  Score: Raw -7482522.998371 + Penalty 5377.209562 = -7477145.788810
  nChanged 2081
		SP:Iteration 2Q (7485.560000 sec): 3 clusters
  Score: Raw -7483102.366350 + Penalty 5377.209562 = -7477725.156788
  nChanged 2002
		SP:Iteration 3Q (7485.740000 sec): 3 clusters
  Score: Raw -7483692.685192 + Penalty 5377.209562 = -7478315.475630
  nChanged 1961
		SP:Iteration 4Q (7485.920000 sec): 3 clusters
  Score: Raw -7484385.727646 + Penalty 5377.209562 = -7479008.518084
  nChanged 2247
		SP:Iteration 5Q (7486.110000 sec): 3 clusters
  Score: Raw -7485329.483265 + Penalty 5377.209562 = -7479952.273703
  nChanged 2508
		SP:Iteration 6Q (7486.290000 sec): 3 clusters
  Score: Raw -7486585.035219 + Penalty 5377.209562 = -7481207.825657
  nChanged 3060
		SP:Iteration 7F (7486.470000 sec): 3 clusters
  Score: Raw -7488518.744089 + Penalty 5377.209562 = -7483141.534527
  nChanged 3553
		SP:Iteration 8F (7486.640000 sec): 3 clusters
  Score: Raw -7491190.281332 + Penalty 5377.209562 = -7485813.071770
  nChanged 3685
		SP:Iteration 9F (7486.820000 sec): 3 clusters
  Score: Raw -7494320.925799 + Penalty 5377.209562 = -7488943.716237
  nChanged 3203
		SP:Iteration 10F (7487.000000 sec): 3 clusters
  Score: Raw -7497266.511773 + Penalty 5377.209562 = -7491889.302212
  nChanged 2245
		SP:Iteration 11Q (7487.170000 sec): 3 clusters
  Score: Raw -7499378.530095 + Penalty 5377.209562 = -7494001.320533
  nChanged 1224
		SP:Iteration 12Q (7487.320000 sec): 3 clusters
  Score: Raw -7500553.336972 + Penalty 5377.209562 = -7495176.127410
  nChanged 568
		SP:Iteration 13Q (7487.460000 sec): 3 clusters
  Score: Raw -7501111.386800 + Penalty 5377.209562 = -7495734.177238
  nChanged 294
		SP:Iteration 14Q (7487.590000 sec): 3 clusters
  Score: Raw -7501388.557118 + Penalty 5377.209562 = -7496011.347556
  nChanged 168
		SP:Iteration 15Q (7487.730000 sec): 3 clusters
  Score: Raw -7501531.963866 + Penalty 5377.209562 = -7496154.754305
  nChanged 106
		SP:Iteration 16Q (7487.860000 sec): 3 clusters
  Score: Raw -7501607.866346 + Penalty 5377.209562 = -7496230.656784
  nChanged 59
		SP:Iteration 17Q (7487.980000 sec): 3 clusters
  Score: Raw -7501653.273768 + Penalty 5377.209562 = -7496276.064206
  nChanged 38
		SP:Iteration 18Q (7488.110000 sec): 3 clusters
  Score: Raw -7501674.518375 + Penalty 5377.209562 = -7496297.308813
  nChanged 25
		SP:Iteration 19Q (7488.230000 sec): 3 clusters
  Score: Raw -7501687.356088 + Penalty 5377.209562 = -7496310.146526
  nChanged 14
		SP:Iteration 20F (7488.410000 sec): 3 clusters
  Score: Raw -7501694.072371 + Penalty 5377.209562 = -7496316.862809
  nChanged 11
		SP:Iteration 21Q (7488.530000 sec): 3 clusters
  Score: Raw -7501699.433356 + Penalty 5377.209562 = -7496322.223794
  nChanged 10
		SP:Iteration 22Q (7488.650000 sec): 3 clusters
  Score: Raw -7501702.941952 + Penalty 5377.209562 = -7496325.732390
  nChanged 9
		SP:Iteration 23Q (7488.780000 sec): 3 clusters
  Score: Raw -7501707.689572 + Penalty 5377.209562 = -7496330.480010
  nChanged 7
		SP:Iteration 24Q (7488.900000 sec): 3 clusters
  Score: Raw -7501711.746261 + Penalty 5377.209562 = -7496334.536699
  nChanged 7
		SP:Iteration 25Q (7489.030000 sec): 3 clusters
  Score: Raw -7501715.516484 + Penalty 5377.209562 = -7496338.306922
  nChanged 7
		SP:Iteration 26Q (7489.150000 sec): 3 clusters
  Score: Raw -7501719.537173 + Penalty 5377.209562 = -7496342.327612
  nChanged 7
		SP:Iteration 27Q (7489.270000 sec): 3 clusters
  Score: Raw -7501723.513608 + Penalty 5377.209562 = -7496346.304046
  nChanged 8
		SP:Iteration 28Q (7489.400000 sec): 3 clusters
  Score: Raw -7501728.359850 + Penalty 5377.209562 = -7496351.150288
  nChanged 6
		SP:Iteration 29Q (7489.520000 sec): 3 clusters
  Score: Raw -7501732.462690 + Penalty 5377.209562 = -7496355.253128
  nChanged 5
		SP:Iteration 30Q (7489.640000 sec): 3 clusters
  Score: Raw -7501735.625367 + Penalty 5377.209562 = -7496358.415805
  nChanged 5
		SP:Iteration 31Q (7489.770000 sec): 3 clusters
  Score: Raw -7501738.205177 + Penalty 5377.209562 = -7496360.995615
  nChanged 4
		SP:Iteration 32Q (7489.890000 sec): 3 clusters
  Score: Raw -7501739.675480 + Penalty 5377.209562 = -7496362.465918
  nChanged 3
		SP:Iteration 33Q (7490.010000 sec): 3 clusters
  Score: Raw -7501741.773571 + Penalty 5377.209562 = -7496364.564009
  nChanged 3
		SP:Iteration 34Q (7490.140000 sec): 3 clusters
  Score: Raw -7501743.471396 + Penalty 5377.209562 = -7496366.261834
  nChanged 0
		SP:Iteration 35F (7490.310000 sec): 3 clusters
  Score: Raw -7501743.471396 + Penalty 5377.209562 = -7496366.261834
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7490.340000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7490.340000 sec): 3 clusters
  Score: Raw -76027.144068 + Penalty 3043.240186 = -72983.903882
  nChanged 106
		SP:Iteration 1F (7490.340000 sec): 3 clusters
  Score: Raw -76285.306979 + Penalty 3043.240186 = -73242.066793
  nChanged 41
		SP:Iteration 2F (7490.340000 sec): 3 clusters
  Score: Raw -76411.303630 + Penalty 3043.240186 = -73368.063444
  nChanged 32
		SP:Iteration 3F (7490.340000 sec): 3 clusters
  Score: Raw -76523.138475 + Penalty 3043.240186 = -73479.898289
  nChanged 22
		SP:Iteration 4Q (7490.350000 sec): 3 clusters
  Score: Raw -76609.671224 + Penalty 3043.240186 = -73566.431038
  nChanged 16
		SP:Iteration 5Q (7490.350000 sec): 3 clusters
  Score: Raw -76714.644423 + Penalty 3043.240186 = -73671.404237
  nChanged 21
		SP:Iteration 6Q (7490.350000 sec): 3 clusters
  Score: Raw -76784.828829 + Penalty 3043.240186 = -73741.588643
  nChanged 11
		SP:Iteration 7Q (7490.350000 sec): 3 clusters
  Score: Raw -76837.001502 + Penalty 3043.240186 = -73793.761316
  nChanged 8
		SP:Iteration 8Q (7490.350000 sec): 3 clusters
  Score: Raw -76885.279079 + Penalty 3043.240186 = -73842.038893
  nChanged 4
		SP:Iteration 9Q (7490.350000 sec): 3 clusters
  Score: Raw -76901.149602 + Penalty 3043.240186 = -73857.909416
  nChanged 1
		SP:Iteration 10Q (7490.350000 sec): 3 clusters
  Score: Raw -76913.076011 + Penalty 3043.240186 = -73869.835825
  nChanged 1
		SP:Iteration 11Q (7490.350000 sec): 3 clusters
  Score: Raw -76926.115734 + Penalty 3043.240186 = -73882.875548
  nChanged 1
		SP:Iteration 12Q (7490.350000 sec): 3 clusters
  Score: Raw -76934.056745 + Penalty 3043.240186 = -73890.816559
  nChanged 0
		SP:Iteration 13F (7490.360000 sec): 3 clusters
  Score: Raw -76934.056745 + Penalty 3043.240186 = -73890.816559
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7490.360000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7490.360000 sec): 3 clusters
  Score: Raw -68278.900586 + Penalty 3055.958832 = -65222.941754
  nChanged 76
		SP:Iteration 1F (7490.370000 sec): 3 clusters
  Score: Raw -68429.083357 + Penalty 3055.958832 = -65373.124526
  nChanged 18
		SP:Iteration 2Q (7490.370000 sec): 3 clusters
  Score: Raw -68478.231981 + Penalty 3055.958832 = -65422.273149
  nChanged 10
		SP:Iteration 3Q (7490.370000 sec): 3 clusters
  Score: Raw -68498.914966 + Penalty 3055.958832 = -65442.956135
  nChanged 12
		SP:Iteration 4Q (7490.370000 sec): 3 clusters
  Score: Raw -68533.959799 + Penalty 3055.958832 = -65478.000967
  nChanged 11
		SP:Iteration 5Q (7490.370000 sec): 3 clusters
  Score: Raw -68559.433195 + Penalty 3055.958832 = -65503.474364
  nChanged 5
		SP:Iteration 6Q (7490.370000 sec): 3 clusters
  Score: Raw -68567.994017 + Penalty 3055.958832 = -65512.035185
  nChanged 4
		SP:Iteration 7Q (7490.370000 sec): 3 clusters
  Score: Raw -68574.535361 + Penalty 3055.958832 = -65518.576530
  nChanged 2
		SP:Iteration 8Q (7490.370000 sec): 3 clusters
  Score: Raw -68580.367646 + Penalty 3055.958832 = -65524.408814
  nChanged 3
		SP:Iteration 9Q (7490.380000 sec): 3 clusters
  Score: Raw -68586.462242 + Penalty 3055.958832 = -65530.503410
  nChanged 3
		SP:Iteration 10Q (7490.380000 sec): 3 clusters
  Score: Raw -68599.069182 + Penalty 3055.958832 = -65543.110351
  nChanged 5
		SP:Iteration 11Q (7490.380000 sec): 3 clusters
  Score: Raw -68612.789098 + Penalty 3055.958832 = -65556.830266
  nChanged 4
		SP:Iteration 12Q (7490.380000 sec): 3 clusters
  Score: Raw -68620.608761 + Penalty 3055.958832 = -65564.649930
  nChanged 1
		SP:Iteration 13Q (7490.380000 sec): 3 clusters
  Score: Raw -68621.942033 + Penalty 3055.958832 = -65565.983201
  nChanged 0
		SP:Iteration 14F (7490.390000 sec): 3 clusters
  Score: Raw -68621.942033 + Penalty 3055.958832 = -65565.983201
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (268325 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7491.220000 sec): 2 clusters
  Score: Raw -39706691.156725 + Penalty 3099.988644 = -39703591.168080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7492.160000 sec): 3 clusters
  Score: Raw -39529815.965747 + Penalty 6199.977289 = -39523615.988458
  nChanged 129475
		SP:Iteration 1F (7493.100000 sec): 3 clusters
  Score: Raw -39606006.894881 + Penalty 6199.977289 = -39599806.917592
  nChanged 6765
		SP:Iteration 2Q (7494.050000 sec): 3 clusters
  Score: Raw -39607424.505726 + Penalty 6199.977289 = -39601224.528437
  nChanged 7979
		SP:Iteration 3Q (7495.020000 sec): 3 clusters
  Score: Raw -39609605.113202 + Penalty 6199.977289 = -39603405.135913
  nChanged 10298
		SP:Iteration 4Q (7495.980000 sec): 3 clusters
  Score: Raw -39613515.507974 + Penalty 6199.977289 = -39607315.530685
  nChanged 14451
		SP:Iteration 5F (7496.920000 sec): 3 clusters
  Score: Raw -39621059.839661 + Penalty 6199.977289 = -39614859.862372
  nChanged 19971
		SP:Iteration 6F (7497.860000 sec): 3 clusters
  Score: Raw -39634906.238073 + Penalty 6199.977289 = -39628706.260784
  nChanged 24511
		SP:Iteration 7F (7498.790000 sec): 3 clusters
  Score: Raw -39656294.233477 + Penalty 6199.977289 = -39650094.256188
  nChanged 24366
		SP:Iteration 8F (7499.720000 sec): 3 clusters
  Score: Raw -39680524.362777 + Penalty 6199.977289 = -39674324.385489
  nChanged 16671
		SP:Iteration 9F (7500.660000 sec): 3 clusters
  Score: Raw -39697462.250589 + Penalty 6199.977289 = -39691262.273301
  nChanged 7156
		SP:Iteration 10Q (7501.480000 sec): 3 clusters
  Score: Raw -39704442.731286 + Penalty 6199.977289 = -39698242.753997
  nChanged 1986
		SP:Iteration 11Q (7502.220000 sec): 3 clusters
  Score: Raw -39706307.893319 + Penalty 6199.977289 = -39700107.916030
  nChanged 391
		SP:Iteration 12Q (7502.890000 sec): 3 clusters
  Score: Raw -39706731.627242 + Penalty 6199.977289 = -39700531.649953
  nChanged 98
		SP:Iteration 13Q (7503.540000 sec): 3 clusters
  Score: Raw -39706881.984049 + Penalty 6199.977289 = -39700682.006761
  nChanged 37
		SP:Iteration 14Q (7504.180000 sec): 3 clusters
  Score: Raw -39706958.578205 + Penalty 6199.977289 = -39700758.600916
  nChanged 20
		SP:Iteration 15Q (7504.820000 sec): 3 clusters
  Score: Raw -39706999.063640 + Penalty 6199.977289 = -39700799.086351
  nChanged 12
		SP:Iteration 16Q (7505.460000 sec): 3 clusters
  Score: Raw -39707021.775609 + Penalty 6199.977289 = -39700821.798320
  nChanged 5
		SP:Iteration 17Q (7506.100000 sec): 3 clusters
  Score: Raw -39707029.747116 + Penalty 6199.977289 = -39700829.769828
  nChanged 3
		SP:Iteration 18Q (7506.740000 sec): 3 clusters
  Score: Raw -39707037.299693 + Penalty 6199.977289 = -39700837.322404
  nChanged 1
		SP:Iteration 19Q (7507.380000 sec): 3 clusters
  Score: Raw -39707039.030435 + Penalty 6199.977289 = -39700839.053146
  nChanged 0
		SP:Iteration 20F (7508.300000 sec): 3 clusters
  Score: Raw -39707039.030435 + Penalty 6199.977289 = -39700839.053146
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33593 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7508.480000 sec): 2 clusters
  Score: Raw -5134675.926099 + Penalty 2584.674102 = -5132091.251997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7508.600000 sec): 3 clusters
  Score: Raw -5114322.296626 + Penalty 5169.348203 = -5109152.948422
  nChanged 15135
		SP:Iteration 1F (7508.720000 sec): 3 clusters
  Score: Raw -5122651.679313 + Penalty 5169.348203 = -5117482.331110
  nChanged 1414
		SP:Iteration 2Q (7508.840000 sec): 3 clusters
  Score: Raw -5123039.443782 + Penalty 5169.348203 = -5117870.095578
  nChanged 1175
		SP:Iteration 3Q (7508.960000 sec): 3 clusters
  Score: Raw -5123332.876917 + Penalty 5169.348203 = -5118163.528714
  nChanged 1067
		SP:Iteration 4Q (7509.080000 sec): 3 clusters
  Score: Raw -5123593.055838 + Penalty 5169.348203 = -5118423.707635
  nChanged 971
		SP:Iteration 5Q (7509.200000 sec): 3 clusters
  Score: Raw -5123826.886791 + Penalty 5169.348203 = -5118657.538587
  nChanged 918
		SP:Iteration 6Q (7509.320000 sec): 3 clusters
  Score: Raw -5124071.196716 + Penalty 5169.348203 = -5118901.848513
  nChanged 946
		SP:Iteration 7Q (7509.440000 sec): 3 clusters
  Score: Raw -5124361.270231 + Penalty 5169.348203 = -5119191.922028
  nChanged 1072
		SP:Iteration 8Q (7509.560000 sec): 3 clusters
  Score: Raw -5124747.355104 + Penalty 5169.348203 = -5119578.006900
  nChanged 1290
		SP:Iteration 9Q (7509.680000 sec): 3 clusters
  Score: Raw -5125304.452808 + Penalty 5169.348203 = -5120135.104605
  nChanged 1567
		SP:Iteration 10Q (7509.800000 sec): 3 clusters
  Score: Raw -5126140.245510 + Penalty 5169.348203 = -5120970.897306
  nChanged 1959
		SP:Iteration 11F (7509.920000 sec): 3 clusters
  Score: Raw -5127419.830949 + Penalty 5169.348203 = -5122250.482745
  nChanged 2231
		SP:Iteration 12F (7510.030000 sec): 3 clusters
  Score: Raw -5129175.225434 + Penalty 5169.348203 = -5124005.877230
  nChanged 2229
		SP:Iteration 13F (7510.150000 sec): 3 clusters
  Score: Raw -5131146.983473 + Penalty 5169.348203 = -5125977.635270
  nChanged 1804
		SP:Iteration 14F (7510.260000 sec): 3 clusters
  Score: Raw -5132834.594154 + Penalty 5169.348203 = -5127665.245950
  nChanged 1173
		SP:Iteration 15Q (7510.370000 sec): 3 clusters
  Score: Raw -5133956.887753 + Penalty 5169.348203 = -5128787.539549
  nChanged 543
		SP:Iteration 16Q (7510.460000 sec): 3 clusters
  Score: Raw -5134481.850442 + Penalty 5169.348203 = -5129312.502239
  nChanged 232
		SP:Iteration 17Q (7510.560000 sec): 3 clusters
  Score: Raw -5134717.511055 + Penalty 5169.348203 = -5129548.162852
  nChanged 92
		SP:Iteration 18Q (7510.640000 sec): 3 clusters
  Score: Raw -5134826.817195 + Penalty 5169.348203 = -5129657.468991
  nChanged 49
		SP:Iteration 19Q (7510.720000 sec): 3 clusters
  Score: Raw -5134895.236932 + Penalty 5169.348203 = -5129725.888728
  nChanged 27
		SP:Iteration 20F (7510.840000 sec): 3 clusters
  Score: Raw -5134935.183085 + Penalty 5169.348203 = -5129765.834881
  nChanged 17
		SP:Iteration 21Q (7510.920000 sec): 3 clusters
  Score: Raw -5134961.010974 + Penalty 5169.348203 = -5129791.662771
  nChanged 10
		SP:Iteration 22Q (7511.010000 sec): 3 clusters
  Score: Raw -5134981.878092 + Penalty 5169.348203 = -5129812.529889
  nChanged 9
		SP:Iteration 23Q (7511.090000 sec): 3 clusters
  Score: Raw -5134995.389713 + Penalty 5169.348203 = -5129826.041509
  nChanged 4
		SP:Iteration 24Q (7511.170000 sec): 3 clusters
  Score: Raw -5135000.415091 + Penalty 5169.348203 = -5129831.066887
  nChanged 1
		SP:Iteration 25Q (7511.250000 sec): 3 clusters
  Score: Raw -5135001.222325 + Penalty 5169.348203 = -5129831.874121
  nChanged 2
		SP:Iteration 26Q (7511.330000 sec): 3 clusters
  Score: Raw -5135003.334476 + Penalty 5169.348203 = -5129833.986272
  nChanged 1
		SP:Iteration 27Q (7511.410000 sec): 3 clusters
  Score: Raw -5135003.943699 + Penalty 5169.348203 = -5129834.595495
  nChanged 1
		SP:Iteration 28Q (7511.500000 sec): 3 clusters
  Score: Raw -5135005.041789 + Penalty 5169.348203 = -5129835.693586
  nChanged 0
		SP:Iteration 29F (7511.610000 sec): 3 clusters
  Score: Raw -5135005.041789 + Penalty 5169.348203 = -5129835.693586
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.630000 sec): 2 clusters
  Score: Raw -140430.621500 + Penalty 1730.597008 = -138700.024491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.630000 sec): 3 clusters
  Score: Raw -140184.938766 + Penalty 3461.194016 = -136723.744750
  nChanged 272
		SP:Iteration 1F (7511.640000 sec): 3 clusters
  Score: Raw -140498.111655 + Penalty 3461.194016 = -137036.917638
  nChanged 75
		SP:Iteration 2F (7511.640000 sec): 3 clusters
  Score: Raw -140625.367243 + Penalty 3461.194016 = -137164.173227
  nChanged 53
		SP:Iteration 3Q (7511.640000 sec): 3 clusters
  Score: Raw -140713.284176 + Penalty 3461.194016 = -137252.090160
  nChanged 45
		SP:Iteration 4Q (7511.640000 sec): 3 clusters
  Score: Raw -140793.379188 + Penalty 3461.194016 = -137332.185172
  nChanged 37
		SP:Iteration 5Q (7511.650000 sec): 3 clusters
  Score: Raw -140844.855867 + Penalty 3461.194016 = -137383.661851
  nChanged 26
		SP:Iteration 6Q (7511.650000 sec): 3 clusters
  Score: Raw -140884.742459 + Penalty 3461.194016 = -137423.548443
  nChanged 26
		SP:Iteration 7Q (7511.660000 sec): 3 clusters
  Score: Raw -140924.457590 + Penalty 3461.194016 = -137463.263573
  nChanged 15
		SP:Iteration 8Q (7511.660000 sec): 3 clusters
  Score: Raw -140949.474504 + Penalty 3461.194016 = -137488.280488
  nChanged 11
		SP:Iteration 9Q (7511.660000 sec): 3 clusters
  Score: Raw -140966.027550 + Penalty 3461.194016 = -137504.833534
  nChanged 5
		SP:Iteration 10Q (7511.670000 sec): 3 clusters
  Score: Raw -140978.313763 + Penalty 3461.194016 = -137517.119747
  nChanged 11
		SP:Iteration 11Q (7511.670000 sec): 3 clusters
  Score: Raw -140996.127492 + Penalty 3461.194016 = -137534.933475
  nChanged 7
		SP:Iteration 12Q (7511.670000 sec): 3 clusters
  Score: Raw -141006.350854 + Penalty 3461.194016 = -137545.156837
  nChanged 6
		SP:Iteration 13Q (7511.680000 sec): 3 clusters
  Score: Raw -141012.721164 + Penalty 3461.194016 = -137551.527147
  nChanged 0
		SP:Iteration 14F (7511.680000 sec): 3 clusters
  Score: Raw -141012.721164 + Penalty 3461.194016 = -137551.527147
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.680000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.680000 sec): 3 clusters
  Score: Raw -31534.657676 + Penalty 2705.839273 = -28828.818403
  nChanged 24
		SP:Iteration 1F (7511.680000 sec): 3 clusters
  Score: Raw -31632.533304 + Penalty 2705.839273 = -28926.694031
  nChanged 5
		SP:Iteration 2Q (7511.690000 sec): 3 clusters
  Score: Raw -31654.471929 + Penalty 2705.839273 = -28948.632656
  nChanged 1
		SP:Iteration 3Q (7511.690000 sec): 3 clusters
  Score: Raw -31659.447716 + Penalty 2705.839273 = -28953.608443
  nChanged 1
		SP:Iteration 4Q (7511.690000 sec): 3 clusters
  Score: Raw -31662.708962 + Penalty 2705.839273 = -28956.869689
  nChanged 1
		SP:Iteration 5Q (7511.690000 sec): 3 clusters
  Score: Raw -31666.820891 + Penalty 2705.839273 = -28960.981618
  nChanged 0
		SP:Iteration 6F (7511.690000 sec): 3 clusters
  Score: Raw -31666.820891 + Penalty 2705.839273 = -28960.981618
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.690000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.700000 sec): 3 clusters
  Score: Raw -77754.207387 + Penalty 3172.049753 = -74582.157634
  nChanged 127
		SP:Iteration 1F (7511.700000 sec): 3 clusters
  Score: Raw -77996.156089 + Penalty 3172.049753 = -74824.106336
  nChanged 43
		SP:Iteration 2F (7511.700000 sec): 3 clusters
  Score: Raw -78106.479641 + Penalty 3172.049753 = -74934.429889
  nChanged 30
		SP:Iteration 3F (7511.700000 sec): 3 clusters
  Score: Raw -78178.417067 + Penalty 3172.049753 = -75006.367314
  nChanged 17
		SP:Iteration 4Q (7511.700000 sec): 3 clusters
  Score: Raw -78248.247997 + Penalty 3172.049753 = -75076.198244
  nChanged 19
		SP:Iteration 5Q (7511.700000 sec): 3 clusters
  Score: Raw -78321.221185 + Penalty 3172.049753 = -75149.171433
  nChanged 20
		SP:Iteration 6Q (7511.710000 sec): 3 clusters
  Score: Raw -78415.322776 + Penalty 3172.049753 = -75243.273023
  nChanged 21
		SP:Iteration 7Q (7511.710000 sec): 3 clusters
  Score: Raw -78467.060288 + Penalty 3172.049753 = -75295.010535
  nChanged 21
		SP:Iteration 8Q (7511.710000 sec): 3 clusters
  Score: Raw -78528.329524 + Penalty 3172.049753 = -75356.279771
  nChanged 18
		SP:Iteration 9Q (7511.710000 sec): 3 clusters
  Score: Raw -78598.759650 + Penalty 3172.049753 = -75426.709897
  nChanged 11
		SP:Iteration 10Q (7511.720000 sec): 3 clusters
  Score: Raw -78643.792494 + Penalty 3172.049753 = -75471.742742
  nChanged 11
		SP:Iteration 11Q (7511.720000 sec): 3 clusters
  Score: Raw -78692.679584 + Penalty 3172.049753 = -75520.629831
  nChanged 9
		SP:Iteration 12Q (7511.720000 sec): 3 clusters
  Score: Raw -78716.256371 + Penalty 3172.049753 = -75544.206619
  nChanged 6
		SP:Iteration 13Q (7511.720000 sec): 3 clusters
  Score: Raw -78740.876334 + Penalty 3172.049753 = -75568.826581
  nChanged 5
		SP:Iteration 14Q (7511.720000 sec): 3 clusters
  Score: Raw -78758.614704 + Penalty 3172.049753 = -75586.564951
  nChanged 7
		SP:Iteration 15Q (7511.720000 sec): 3 clusters
  Score: Raw -78775.502923 + Penalty 3172.049753 = -75603.453170
  nChanged 3
		SP:Iteration 16Q (7511.720000 sec): 3 clusters
  Score: Raw -78780.297890 + Penalty 3172.049753 = -75608.248138
  nChanged 0
		SP:Iteration 17F (7511.730000 sec): 3 clusters
  Score: Raw -78780.297890 + Penalty 3172.049753 = -75608.248138
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.730000 sec): 2 clusters
  Score: Raw -24891.149195 + Penalty 1367.330329 = -23523.818866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.730000 sec): 3 clusters
  Score: Raw -25372.593443 + Penalty 2734.660658 = -22637.932785
  nChanged 47
		SP:Iteration 1F (7511.730000 sec): 3 clusters
  Score: Raw -25855.372695 + Penalty 2734.660658 = -23120.712037
  nChanged 21
		SP:Iteration 2F (7511.730000 sec): 3 clusters
  Score: Raw -25979.825631 + Penalty 2734.660658 = -23245.164973
  nChanged 9
		SP:Iteration 3Q (7511.730000 sec): 3 clusters
  Score: Raw -26041.330609 + Penalty 2734.660658 = -23306.669951
  nChanged 3
		SP:Iteration 4Q (7511.740000 sec): 3 clusters
  Score: Raw -26080.695045 + Penalty 2734.660658 = -23346.034387
  nChanged 0
		SP:Iteration 5F (7511.740000 sec): 3 clusters
  Score: Raw -26080.695045 + Penalty 2734.660658 = -23346.034387
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.740000 sec): 2 clusters
  Score: Raw -33339.247056 + Penalty 1391.149005 = -31948.098051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.740000 sec): 3 clusters
  Score: Raw -33523.349021 + Penalty 2782.298010 = -30741.051011
  nChanged 34
		SP:Iteration 1F (7511.740000 sec): 3 clusters
  Score: Raw -33746.731507 + Penalty 2782.298010 = -30964.433496
  nChanged 19
		SP:Iteration 2F (7511.740000 sec): 3 clusters
  Score: Raw -33950.751198 + Penalty 2782.298010 = -31168.453188
  nChanged 17
		SP:Iteration 3F (7511.740000 sec): 3 clusters
  Score: Raw -34074.845432 + Penalty 2782.298010 = -31292.547421
  nChanged 11
		SP:Iteration 4Q (7511.740000 sec): 3 clusters
  Score: Raw -34139.543885 + Penalty 2782.298010 = -31357.245874
  nChanged 1
		SP:Iteration 5Q (7511.740000 sec): 3 clusters
  Score: Raw -34144.024419 + Penalty 2782.298010 = -31361.726408
  nChanged 0
		SP:Iteration 6F (7511.740000 sec): 3 clusters
  Score: Raw -34144.024419 + Penalty 2782.298010 = -31361.726408
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.750000 sec): 2 clusters
  Score: Raw -29517.385556 + Penalty 1335.354776 = -28182.030780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.750000 sec): 3 clusters
  Score: Raw -29701.001292 + Penalty 2670.709551 = -27030.291741
  nChanged 13
		SP:Iteration 1F (7511.750000 sec): 3 clusters
  Score: Raw -29744.347538 + Penalty 2670.709551 = -27073.637987
  nChanged 5
		SP:Iteration 2Q (7511.750000 sec): 3 clusters
  Score: Raw -29762.780693 + Penalty 2670.709551 = -27092.071142
  nChanged 1
		SP:Iteration 3Q (7511.750000 sec): 3 clusters
  Score: Raw -29767.724954 + Penalty 2670.709551 = -27097.015403
  nChanged 1
		SP:Iteration 4Q (7511.750000 sec): 3 clusters
  Score: Raw -29771.078360 + Penalty 2670.709551 = -27100.368809
  nChanged 1
		SP:Iteration 5Q (7511.750000 sec): 3 clusters
  Score: Raw -29773.700555 + Penalty 2670.709551 = -27102.991004
  nChanged 0
		SP:Iteration 6F (7511.760000 sec): 3 clusters
  Score: Raw -29773.700555 + Penalty 2670.709551 = -27102.991004
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.760000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.760000 sec): 3 clusters
  Score: Raw -55066.162076 + Penalty 2975.472535 = -52090.689541
  nChanged 60
		SP:Iteration 1F (7511.760000 sec): 3 clusters
  Score: Raw -55202.035112 + Penalty 2975.472535 = -52226.562577
  nChanged 18
		SP:Iteration 2Q (7511.760000 sec): 3 clusters
  Score: Raw -55261.042439 + Penalty 2975.472535 = -52285.569904
  nChanged 8
		SP:Iteration 3Q (7511.760000 sec): 3 clusters
  Score: Raw -55276.929113 + Penalty 2975.472535 = -52301.456578
  nChanged 5
		SP:Iteration 4Q (7511.760000 sec): 3 clusters
  Score: Raw -55290.647867 + Penalty 2975.472535 = -52315.175333
  nChanged 3
		SP:Iteration 5Q (7511.760000 sec): 3 clusters
  Score: Raw -55301.988567 + Penalty 2975.472535 = -52326.516032
  nChanged 1
		SP:Iteration 6Q (7511.770000 sec): 3 clusters
  Score: Raw -55303.137958 + Penalty 2975.472535 = -52327.665423
  nChanged 0
		SP:Iteration 7F (7511.770000 sec): 3 clusters
  Score: Raw -55303.137958 + Penalty 2975.472535 = -52327.665423
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.770000 sec): 2 clusters
  Score: Raw -17715.061371 + Penalty 1316.450389 = -16398.610982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.770000 sec): 3 clusters
  Score: Raw -18207.355556 + Penalty 2632.900778 = -15574.454778
  nChanged 45
		SP:Iteration 1F (7511.770000 sec): 3 clusters
  Score: Raw -18383.355175 + Penalty 2632.900778 = -15750.454397
  nChanged 18
		SP:Iteration 2F (7511.780000 sec): 3 clusters
  Score: Raw -18510.365944 + Penalty 2632.900778 = -15877.465166
  nChanged 11
		SP:Iteration 3F (7511.780000 sec): 3 clusters
  Score: Raw -18580.835896 + Penalty 2632.900778 = -15947.935118
  nChanged 8
		SP:Iteration 4Q (7511.780000 sec): 3 clusters
  Score: Raw -18630.298887 + Penalty 2632.900778 = -15997.398109
  nChanged 7
		SP:Iteration 5Q (7511.780000 sec): 3 clusters
  Score: Raw -18675.995321 + Penalty 2632.900778 = -16043.094543
  nChanged 5
		SP:Iteration 6Q (7511.780000 sec): 3 clusters
  Score: Raw -18697.913326 + Penalty 2632.900778 = -16065.012548
  nChanged 2
		SP:Iteration 7Q (7511.780000 sec): 3 clusters
  Score: Raw -18705.575937 + Penalty 2632.900778 = -16072.675159
  nChanged 1
		SP:Iteration 8Q (7511.780000 sec): 3 clusters
  Score: Raw -18708.468468 + Penalty 2632.900778 = -16075.567691
  nChanged 0
		SP:Iteration 9F (7511.780000 sec): 3 clusters
  Score: Raw -18708.668714 + Penalty 2632.900778 = -16075.767937
  nChanged 1
		SP:Iteration 10Q (7511.780000 sec): 3 clusters
  Score: Raw -18716.774394 + Penalty 2632.900778 = -16083.873616
  nChanged 1
		SP:Iteration 11Q (7511.780000 sec): 3 clusters
  Score: Raw -18732.830356 + Penalty 2632.900778 = -16099.929579
  nChanged 2
		SP:Iteration 12Q (7511.780000 sec): 3 clusters
  Score: Raw -18770.734313 + Penalty 2632.900778 = -16137.833535
  nChanged 0
		SP:Iteration 13F (7511.780000 sec): 3 clusters
  Score: Raw -18770.734313 + Penalty 2632.900778 = -16137.833535
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.780000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.780000 sec): 3 clusters
  Score: Raw -29527.828559 + Penalty 2686.385799 = -26841.442759
  nChanged 16
		SP:Iteration 1F (7511.790000 sec): 3 clusters
  Score: Raw -29587.115260 + Penalty 2686.385799 = -26900.729460
  nChanged 5
		SP:Iteration 2Q (7511.790000 sec): 3 clusters
  Score: Raw -29615.158933 + Penalty 2686.385799 = -26928.773134
  nChanged 1
		SP:Iteration 3Q (7511.790000 sec): 3 clusters
  Score: Raw -29628.346292 + Penalty 2686.385799 = -26941.960493
  nChanged 1
		SP:Iteration 4Q (7511.790000 sec): 3 clusters
  Score: Raw -29647.995901 + Penalty 2686.385799 = -26961.610101
  nChanged 0
		SP:Iteration 5F (7511.790000 sec): 3 clusters
  Score: Raw -29647.995901 + Penalty 2686.385799 = -26961.610101
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.790000 sec): 2 clusters
  Score: Raw -46074.767155 + Penalty 1447.033063 = -44627.734092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.790000 sec): 3 clusters
  Score: Raw -46287.387277 + Penalty 2894.066126 = -43393.321151
  nChanged 64
		SP:Iteration 1F (7511.790000 sec): 3 clusters
  Score: Raw -46487.009721 + Penalty 2894.066126 = -43592.943596
  nChanged 13
		SP:Iteration 2Q (7511.790000 sec): 3 clusters
  Score: Raw -46516.058587 + Penalty 2894.066126 = -43621.992461
  nChanged 4
		SP:Iteration 3Q (7511.800000 sec): 3 clusters
  Score: Raw -46525.474542 + Penalty 2894.066126 = -43631.408416
  nChanged 3
		SP:Iteration 4Q (7511.800000 sec): 3 clusters
  Score: Raw -46532.569606 + Penalty 2894.066126 = -43638.503481
  nChanged 2
		SP:Iteration 5Q (7511.800000 sec): 3 clusters
  Score: Raw -46538.282741 + Penalty 2894.066126 = -43644.216615
  nChanged 1
		SP:Iteration 6Q (7511.800000 sec): 3 clusters
  Score: Raw -46542.881494 + Penalty 2894.066126 = -43648.815368
  nChanged 3
		SP:Iteration 7Q (7511.800000 sec): 3 clusters
  Score: Raw -46549.105587 + Penalty 2894.066126 = -43655.039461
  nChanged 0
		SP:Iteration 8F (7511.800000 sec): 3 clusters
  Score: Raw -46549.105587 + Penalty 2894.066126 = -43655.039461
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.800000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.800000 sec): 3 clusters
  Score: Raw -55270.768102 + Penalty 3005.325105 = -52265.442997
  nChanged 75
		SP:Iteration 1F (7511.810000 sec): 3 clusters
  Score: Raw -55461.765782 + Penalty 3005.325105 = -52456.440677
  nChanged 17
		SP:Iteration 2Q (7511.810000 sec): 3 clusters
  Score: Raw -55534.017645 + Penalty 3005.325105 = -52528.692540
  nChanged 12
		SP:Iteration 3Q (7511.810000 sec): 3 clusters
  Score: Raw -55566.384170 + Penalty 3005.325105 = -52561.059065
  nChanged 10
		SP:Iteration 4Q (7511.810000 sec): 3 clusters
  Score: Raw -55592.331714 + Penalty 3005.325105 = -52587.006609
  nChanged 11
		SP:Iteration 5Q (7511.810000 sec): 3 clusters
  Score: Raw -55624.696163 + Penalty 3005.325105 = -52619.371058
  nChanged 5
		SP:Iteration 6Q (7511.810000 sec): 3 clusters
  Score: Raw -55637.714488 + Penalty 3005.325105 = -52632.389383
  nChanged 8
		SP:Iteration 7Q (7511.810000 sec): 3 clusters
  Score: Raw -55664.048681 + Penalty 3005.325105 = -52658.723576
  nChanged 3
		SP:Iteration 8Q (7511.810000 sec): 3 clusters
  Score: Raw -55670.322582 + Penalty 3005.325105 = -52664.997477
  nChanged 1
		SP:Iteration 9Q (7511.810000 sec): 3 clusters
  Score: Raw -55673.403278 + Penalty 3005.325105 = -52668.078173
  nChanged 1
		SP:Iteration 10Q (7511.820000 sec): 3 clusters
  Score: Raw -55679.275288 + Penalty 3005.325105 = -52673.950183
  nChanged 1
		SP:Iteration 11Q (7511.820000 sec): 3 clusters
  Score: Raw -55680.042553 + Penalty 3005.325105 = -52674.717448
  nChanged 0
		SP:Iteration 12F (7511.820000 sec): 3 clusters
  Score: Raw -55680.042553 + Penalty 3005.325105 = -52674.717448
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 39 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.820000 sec): 2 clusters
  Score: Raw -22896.629861 + Penalty 1287.853299 = -21608.776562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.820000 sec): 3 clusters
  Score: Raw -23226.824906 + Penalty 2575.706598 = -20651.118308
  nChanged 18
		SP:Iteration 1F (7511.820000 sec): 3 clusters
  Score: Raw -23310.342122 + Penalty 2575.706598 = -20734.635524
  nChanged 1
		SP:Iteration 2Q (7511.820000 sec): 3 clusters
  Score: Raw -23314.023961 + Penalty 2575.706598 = -20738.317363
  nChanged 0
		SP:Iteration 3F (7511.820000 sec): 3 clusters
  Score: Raw -23314.023961 + Penalty 2575.706598 = -20738.317363
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.830000 sec): 2 clusters
  Score: Raw -68690.960353 + Penalty 1547.104507 = -67143.855846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.830000 sec): 3 clusters
  Score: Raw -68765.686498 + Penalty 3094.209014 = -65671.477484
  nChanged 93
		SP:Iteration 1F (7511.830000 sec): 3 clusters
  Score: Raw -68931.878144 + Penalty 3094.209014 = -65837.669130
  nChanged 19
		SP:Iteration 2Q (7511.830000 sec): 3 clusters
  Score: Raw -68975.296178 + Penalty 3094.209014 = -65881.087164
  nChanged 6
		SP:Iteration 3Q (7511.840000 sec): 3 clusters
  Score: Raw -68987.010575 + Penalty 3094.209014 = -65892.801561
  nChanged 4
		SP:Iteration 4Q (7511.840000 sec): 3 clusters
  Score: Raw -68994.517449 + Penalty 3094.209014 = -65900.308435
  nChanged 4
		SP:Iteration 5Q (7511.840000 sec): 3 clusters
  Score: Raw -69001.950454 + Penalty 3094.209014 = -65907.741440
  nChanged 5
		SP:Iteration 6Q (7511.840000 sec): 3 clusters
  Score: Raw -69014.650759 + Penalty 3094.209014 = -65920.441745
  nChanged 4
		SP:Iteration 7Q (7511.840000 sec): 3 clusters
  Score: Raw -69025.058251 + Penalty 3094.209014 = -65930.849237
  nChanged 2
		SP:Iteration 8Q (7511.840000 sec): 3 clusters
  Score: Raw -69027.326085 + Penalty 3094.209014 = -65933.117071
  nChanged 0
		SP:Iteration 9F (7511.840000 sec): 3 clusters
  Score: Raw -69027.326085 + Penalty 3094.209014 = -65933.117071
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7511.850000 sec): 2 clusters
  Score: Raw -28608.723062 + Penalty 1441.162966 = -27167.560096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7511.850000 sec): 3 clusters
  Score: Raw -29157.744983 + Penalty 2882.325933 = -26275.419051
  nChanged 99
		SP:Iteration 1F (7511.850000 sec): 3 clusters
  Score: Raw -29748.971531 + Penalty 2882.325933 = -26866.645598
  nChanged 47
		SP:Iteration 2F (7511.850000 sec): 3 clusters
  Score: Raw -30489.926411 + Penalty 2882.325933 = -27607.600479
  nChanged 11
		SP:Iteration 3Q (7511.850000 sec): 3 clusters
  Score: Raw -30696.874972 + Penalty 2882.325933 = -27814.549040
  nChanged 5
		SP:Iteration 4Q (7511.860000 sec): 3 clusters
  Score: Raw -30792.592841 + Penalty 2882.325933 = -27910.266909
  nChanged 3
		SP:Iteration 5Q (7511.860000 sec): 3 clusters
  Score: Raw -30969.155534 + Penalty 2882.325933 = -28086.829602
  nChanged 7
		SP:Iteration 6Q (7511.860000 sec): 3 clusters
  Score: Raw -31131.597649 + Penalty 2882.325933 = -28249.271716
  nChanged 3
		SP:Iteration 7Q (7511.860000 sec): 3 clusters
  Score: Raw -31175.342561 + Penalty 2882.325933 = -28293.016628
  nChanged 3
		SP:Iteration 8Q (7511.860000 sec): 3 clusters
  Score: Raw -31207.543003 + Penalty 2882.325933 = -28325.217070
  nChanged 2
		SP:Iteration 9Q (7511.860000 sec): 3 clusters
  Score: Raw -31243.305578 + Penalty 2882.325933 = -28360.979646
  nChanged 3
		SP:Iteration 10Q (7511.860000 sec): 3 clusters
  Score: Raw -31324.259788 + Penalty 2882.325933 = -28441.933855
  nChanged 1
		SP:Iteration 11Q (7511.860000 sec): 3 clusters
  Score: Raw -31380.279170 + Penalty 2882.325933 = -28497.953237
  nChanged 4
		SP:Iteration 12Q (7511.860000 sec): 3 clusters
  Score: Raw -31550.541071 + Penalty 2882.325933 = -28668.215138
  nChanged 2
		SP:Iteration 13Q (7511.860000 sec): 3 clusters
  Score: Raw -31818.493011 + Penalty 2882.325933 = -28936.167078
  nChanged 0
		SP:Iteration 14F (7511.860000 sec): 3 clusters
  Score: Raw -31839.554734 + Penalty 2882.325933 = -28957.228801
  nChanged 1
		SP:Iteration 15Q (7511.860000 sec): 3 clusters
  Score: Raw -32068.194779 + Penalty 2882.325933 = -29185.868846
  nChanged 0
		SP:Iteration 16F (7511.860000 sec): 3 clusters
  Score: Raw -32068.194779 + Penalty 2882.325933 = -29185.868846
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 38.
Iteration 259Q (7522.550000 sec): 42 clusters
  Score: Raw -117667091.712797 + Penalty 138362.130809 = -117528729.581987
  nChanged 28
Iteration 260F (7564.880000 sec): 42 clusters
  Score: Raw -117668588.976669 + Penalty 138362.130809 = -117530226.845859
  nChanged 70
Iteration 261Q (7575.590000 sec): 42 clusters
  Score: Raw -117671400.772321 + Penalty 138362.130809 = -117533038.641512
  nChanged 30
Iteration 262Q (7586.280000 sec): 42 clusters
  Score: Raw -117671480.989010 + Penalty 138362.130809 = -117533118.858200
  nChanged 14
Iteration 263Q (7596.970000 sec): 42 clusters
  Score: Raw -117671556.032335 + Penalty 138362.130809 = -117533193.901525
  nChanged 16
Iteration 264Q (7607.670000 sec): 42 clusters
  Score: Raw -117671613.925892 + Penalty 138362.130809 = -117533251.795083
  nChanged 15
Iteration 265Q (7618.370000 sec): 42 clusters
  Score: Raw -117671677.182348 + Penalty 138362.130809 = -117533315.051539
  nChanged 17
Iteration 266Q (7629.070000 sec): 42 clusters
  Score: Raw -117671677.864963 + Penalty 138362.130809 = -117533315.734154
  nChanged 12
Iteration 267Q (7639.770000 sec): 42 clusters
  Score: Raw -117671678.154537 + Penalty 138362.130809 = -117533316.023727
  nChanged 15
Iteration 268Q (7650.490000 sec): 42 clusters
  Score: Raw -117671678.592360 + Penalty 138362.130809 = -117533316.461551
  nChanged 16
Iteration 269Q (7661.180000 sec): 42 clusters
  Score: Raw -117671679.332671 + Penalty 138362.130809 = -117533317.201862
  nChanged 28
Iteration 270Q (7671.870000 sec): 42 clusters
  Score: Raw -117671680.350651 + Penalty 138362.130809 = -117533318.219842
  nChanged 23
Iteration 271Q (7682.530000 sec): 42 clusters
  Score: Raw -117671681.016140 + Penalty 138362.130809 = -117533318.885330
  nChanged 25
Iteration 272Q (7693.230000 sec): 42 clusters
  Score: Raw -117671681.811877 + Penalty 138362.130809 = -117533319.681067
  nChanged 25
Iteration 273Q (7703.890000 sec): 42 clusters
  Score: Raw -117671682.947622 + Penalty 138362.130809 = -117533320.816813
  nChanged 27
Iteration 274Q (7714.550000 sec): 42 clusters
  Score: Raw -117671684.345218 + Penalty 138362.130809 = -117533322.214409
  nChanged 24
Iteration 275Q (7725.220000 sec): 42 clusters
  Score: Raw -117671685.375230 + Penalty 138362.130809 = -117533323.244421
  nChanged 36
Iteration 276Q (7735.890000 sec): 42 clusters
  Score: Raw -117671686.760076 + Penalty 138362.130809 = -117533324.629266
  nChanged 29
Iteration 277Q (7746.550000 sec): 42 clusters
  Score: Raw -117671687.478451 + Penalty 138362.130809 = -117533325.347641
  nChanged 32
Iteration 278Q (7757.220000 sec): 42 clusters
  Score: Raw -117671688.458532 + Penalty 138362.130809 = -117533326.327723
  nChanged 32
Iteration 279Q (7767.890000 sec): 42 clusters
  Score: Raw -117671689.452096 + Penalty 138362.130809 = -117533327.321287
  nChanged 22
Iteration 280F (7810.120000 sec): 42 clusters
  Score: Raw -117674086.929815 + Penalty 138362.130809 = -117535724.799005
  nChanged 74
Iteration 281Q (7818.960000 sec): 42 clusters
  Score: Raw -117675090.220235 + Penalty 138362.130809 = -117536728.089426
  nChanged 30
Iteration 282Q (7827.780000 sec): 42 clusters
  Score: Raw -117675124.375010 + Penalty 138362.130809 = -117536762.244201
  nChanged 31
Iteration 283Q (7836.530000 sec): 42 clusters
  Score: Raw -117675136.384956 + Penalty 138362.130809 = -117536774.254146
  nChanged 29
Iteration 284Q (7845.290000 sec): 42 clusters
  Score: Raw -117675140.615498 + Penalty 138362.130809 = -117536778.484689
  nChanged 20
Iteration 285Q (7854.050000 sec): 42 clusters
  Score: Raw -117675145.857962 + Penalty 138362.130809 = -117536783.727153
  nChanged 16
Iteration 286Q (7862.840000 sec): 42 clusters
  Score: Raw -117675150.549636 + Penalty 138362.130809 = -117536788.418826
  nChanged 20
Iteration 287Q (7871.610000 sec): 42 clusters
  Score: Raw -117675153.986828 + Penalty 138362.130809 = -117536791.856018
  nChanged 21
Iteration 288Q (7880.410000 sec): 42 clusters
  Score: Raw -117675154.379602 + Penalty 138362.130809 = -117536792.248793
  nChanged 11
Iteration 289Q (7889.190000 sec): 42 clusters
  Score: Raw -117675154.675608 + Penalty 138362.130809 = -117536792.544799
  nChanged 9
Iteration 290Q (7897.960000 sec): 42 clusters
  Score: Raw -117675154.979079 + Penalty 138362.130809 = -117536792.848269
  nChanged 12
Iteration 291Q (7906.730000 sec): 42 clusters
  Score: Raw -117675155.255227 + Penalty 138362.130809 = -117536793.124417
  nChanged 12
Iteration 292Q (7915.490000 sec): 42 clusters
  Score: Raw -117675155.387256 + Penalty 138362.130809 = -117536793.256446
  nChanged 9
Iteration 293Q (7924.240000 sec): 42 clusters
  Score: Raw -117675155.485389 + Penalty 138362.130809 = -117536793.354580
  nChanged 11
Iteration 294Q (7933.000000 sec): 42 clusters
  Score: Raw -117675155.677407 + Penalty 138362.130809 = -117536793.546597
  nChanged 21
Iteration 295Q (7941.760000 sec): 42 clusters
  Score: Raw -117675155.970493 + Penalty 138362.130809 = -117536793.839683
  nChanged 14
Iteration 296Q (7950.520000 sec): 42 clusters
  Score: Raw -117675156.209443 + Penalty 138362.130809 = -117536794.078634
  nChanged 19
Iteration 297Q (7959.270000 sec): 42 clusters
  Score: Raw -117675156.588499 + Penalty 138362.130809 = -117536794.457690
  nChanged 24
Iteration 298Q (7968.030000 sec): 42 clusters
  Score: Raw -117675156.985873 + Penalty 138362.130809 = -117536794.855064
  nChanged 18
Writing temp clu file 
Because OldScore, -117536794.457690, is greater than current (better) Score,-117536794.855064 
 Compute initial score before splitting:   Score: Raw -117675156.985873 + Penalty 138362.130809 = -117536794.855064
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7968.180000 sec): 2 clusters
  Score: Raw -1048183.648990 + Penalty 2200.863096 = -1045982.785895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7968.210000 sec): 3 clusters
  Score: Raw -1044512.237960 + Penalty 4401.726192 = -1040110.511768
  nChanged 2861
		SP:Iteration 1F (7968.240000 sec): 3 clusters
  Score: Raw -1046038.947748 + Penalty 4401.726192 = -1041637.221556
  nChanged 503
		SP:Iteration 2F (7968.260000 sec): 3 clusters
  Score: Raw -1046305.520656 + Penalty 4401.726192 = -1041903.794464
  nChanged 365
		SP:Iteration 3F (7968.280000 sec): 3 clusters
  Score: Raw -1046493.377930 + Penalty 4401.726192 = -1042091.651738
  nChanged 302
		SP:Iteration 4Q (7968.310000 sec): 3 clusters
  Score: Raw -1046639.059824 + Penalty 4401.726192 = -1042237.333632
  nChanged 248
		SP:Iteration 5Q (7968.330000 sec): 3 clusters
  Score: Raw -1046768.455694 + Penalty 4401.726192 = -1042366.729502
  nChanged 242
		SP:Iteration 6Q (7968.360000 sec): 3 clusters
  Score: Raw -1046882.974074 + Penalty 4401.726192 = -1042481.247883
  nChanged 218
		SP:Iteration 7Q (7968.380000 sec): 3 clusters
  Score: Raw -1046998.159067 + Penalty 4401.726192 = -1042596.432876
  nChanged 241
		SP:Iteration 8Q (7968.410000 sec): 3 clusters
  Score: Raw -1047126.638526 + Penalty 4401.726192 = -1042724.912334
  nChanged 235
		SP:Iteration 9Q (7968.430000 sec): 3 clusters
  Score: Raw -1047268.536740 + Penalty 4401.726192 = -1042866.810548
  nChanged 263
		SP:Iteration 10Q (7968.460000 sec): 3 clusters
  Score: Raw -1047422.415621 + Penalty 4401.726192 = -1043020.689429
  nChanged 215
		SP:Iteration 11Q (7968.480000 sec): 3 clusters
  Score: Raw -1047553.230260 + Penalty 4401.726192 = -1043151.504068
  nChanged 205
		SP:Iteration 12Q (7968.500000 sec): 3 clusters
  Score: Raw -1047684.469280 + Penalty 4401.726192 = -1043282.743089
  nChanged 204
		SP:Iteration 13Q (7968.530000 sec): 3 clusters
  Score: Raw -1047825.049007 + Penalty 4401.726192 = -1043423.322816
  nChanged 178
		SP:Iteration 14Q (7968.550000 sec): 3 clusters
  Score: Raw -1047948.121786 + Penalty 4401.726192 = -1043546.395595
  nChanged 135
		SP:Iteration 15Q (7968.570000 sec): 3 clusters
  Score: Raw -1048036.288031 + Penalty 4401.726192 = -1043634.561839
  nChanged 117
		SP:Iteration 16Q (7968.590000 sec): 3 clusters
  Score: Raw -1048129.939541 + Penalty 4401.726192 = -1043728.213349
  nChanged 95
		SP:Iteration 17Q (7968.620000 sec): 3 clusters
  Score: Raw -1048203.015388 + Penalty 4401.726192 = -1043801.289196
  nChanged 63
		SP:Iteration 18Q (7968.640000 sec): 3 clusters
  Score: Raw -1048253.773501 + Penalty 4401.726192 = -1043852.047310
  nChanged 56
		SP:Iteration 19Q (7968.660000 sec): 3 clusters
  Score: Raw -1048300.733671 + Penalty 4401.726192 = -1043899.007479
  nChanged 42
		SP:Iteration 20F (7968.680000 sec): 3 clusters
  Score: Raw -1048339.259086 + Penalty 4401.726192 = -1043937.532894
  nChanged 30
		SP:Iteration 21Q (7968.710000 sec): 3 clusters
  Score: Raw -1048361.035991 + Penalty 4401.726192 = -1043959.309799
  nChanged 11
		SP:Iteration 22Q (7968.730000 sec): 3 clusters
  Score: Raw -1048369.611654 + Penalty 4401.726192 = -1043967.885462
  nChanged 7
		SP:Iteration 23Q (7968.750000 sec): 3 clusters
  Score: Raw -1048375.379065 + Penalty 4401.726192 = -1043973.652873
  nChanged 10
		SP:Iteration 24Q (7968.770000 sec): 3 clusters
  Score: Raw -1048382.628042 + Penalty 4401.726192 = -1043980.901850
  nChanged 8
		SP:Iteration 25Q (7968.790000 sec): 3 clusters
  Score: Raw -1048386.921547 + Penalty 4401.726192 = -1043985.195355
  nChanged 6
		SP:Iteration 26Q (7968.810000 sec): 3 clusters
  Score: Raw -1048390.691209 + Penalty 4401.726192 = -1043988.965017
  nChanged 4
		SP:Iteration 27Q (7968.840000 sec): 3 clusters
  Score: Raw -1048393.296787 + Penalty 4401.726192 = -1043991.570595
  nChanged 2
		SP:Iteration 28Q (7968.860000 sec): 3 clusters
  Score: Raw -1048394.433518 + Penalty 4401.726192 = -1043992.707326
  nChanged 2
		SP:Iteration 29Q (7968.880000 sec): 3 clusters
  Score: Raw -1048395.991155 + Penalty 4401.726192 = -1043994.264963
  nChanged 1
		SP:Iteration 30Q (7968.900000 sec): 3 clusters
  Score: Raw -1048396.494878 + Penalty 4401.726192 = -1043994.768686
  nChanged 0
		SP:Iteration 31F (7968.920000 sec): 3 clusters
  Score: Raw -1048396.494878 + Penalty 4401.726192 = -1043994.768686
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7637 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7968.950000 sec): 2 clusters
  Score: Raw -1103545.830385 + Penalty 2217.308513 = -1101328.521872
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7968.970000 sec): 3 clusters
  Score: Raw -1099539.450587 + Penalty 4434.617027 = -1095104.833560
  nChanged 3069
		SP:Iteration 1F (7969.000000 sec): 3 clusters
  Score: Raw -1101229.212826 + Penalty 4434.617027 = -1096794.595799
  nChanged 555
		SP:Iteration 2F (7969.020000 sec): 3 clusters
  Score: Raw -1101524.819495 + Penalty 4434.617027 = -1097090.202468
  nChanged 435
		SP:Iteration 3F (7969.050000 sec): 3 clusters
  Score: Raw -1101736.245320 + Penalty 4434.617027 = -1097301.628294
  nChanged 332
		SP:Iteration 4Q (7969.080000 sec): 3 clusters
  Score: Raw -1101924.893279 + Penalty 4434.617027 = -1097490.276252
  nChanged 323
		SP:Iteration 5Q (7969.100000 sec): 3 clusters
  Score: Raw -1102111.269164 + Penalty 4434.617027 = -1097676.652137
  nChanged 289
		SP:Iteration 6Q (7969.130000 sec): 3 clusters
  Score: Raw -1102257.306847 + Penalty 4434.617027 = -1097822.689821
  nChanged 243
		SP:Iteration 7Q (7969.160000 sec): 3 clusters
  Score: Raw -1102374.927918 + Penalty 4434.617027 = -1097940.310891
  nChanged 229
		SP:Iteration 8Q (7969.180000 sec): 3 clusters
  Score: Raw -1102483.642684 + Penalty 4434.617027 = -1098049.025657
  nChanged 199
		SP:Iteration 9Q (7969.210000 sec): 3 clusters
  Score: Raw -1102586.706282 + Penalty 4434.617027 = -1098152.089255
  nChanged 227
		SP:Iteration 10Q (7969.240000 sec): 3 clusters
  Score: Raw -1102690.083466 + Penalty 4434.617027 = -1098255.466439
  nChanged 207
		SP:Iteration 11Q (7969.260000 sec): 3 clusters
  Score: Raw -1102783.991874 + Penalty 4434.617027 = -1098349.374847
  nChanged 174
		SP:Iteration 12Q (7969.290000 sec): 3 clusters
  Score: Raw -1102860.944965 + Penalty 4434.617027 = -1098426.327938
  nChanged 157
		SP:Iteration 13Q (7969.310000 sec): 3 clusters
  Score: Raw -1102927.805815 + Penalty 4434.617027 = -1098493.188788
  nChanged 127
		SP:Iteration 14Q (7969.340000 sec): 3 clusters
  Score: Raw -1102972.433342 + Penalty 4434.617027 = -1098537.816316
  nChanged 112
		SP:Iteration 15Q (7969.360000 sec): 3 clusters
  Score: Raw -1103017.411131 + Penalty 4434.617027 = -1098582.794105
  nChanged 108
		SP:Iteration 16Q (7969.390000 sec): 3 clusters
  Score: Raw -1103061.091130 + Penalty 4434.617027 = -1098626.474103
  nChanged 100
		SP:Iteration 17Q (7969.420000 sec): 3 clusters
  Score: Raw -1103097.637558 + Penalty 4434.617027 = -1098663.020531
  nChanged 103
		SP:Iteration 18Q (7969.440000 sec): 3 clusters
  Score: Raw -1103140.762376 + Penalty 4434.617027 = -1098706.145349
  nChanged 85
		SP:Iteration 19Q (7969.470000 sec): 3 clusters
  Score: Raw -1103174.786877 + Penalty 4434.617027 = -1098740.169850
  nChanged 98
		SP:Iteration 20F (7969.500000 sec): 3 clusters
  Score: Raw -1103214.202450 + Penalty 4434.617027 = -1098779.585423
  nChanged 106
		SP:Iteration 21Q (7969.520000 sec): 3 clusters
  Score: Raw -1103259.468708 + Penalty 4434.617027 = -1098824.851681
  nChanged 86
		SP:Iteration 22Q (7969.540000 sec): 3 clusters
  Score: Raw -1103294.851429 + Penalty 4434.617027 = -1098860.234402
  nChanged 89
		SP:Iteration 23Q (7969.570000 sec): 3 clusters
  Score: Raw -1103331.375092 + Penalty 4434.617027 = -1098896.758065
  nChanged 85
		SP:Iteration 24Q (7969.600000 sec): 3 clusters
  Score: Raw -1103366.500775 + Penalty 4434.617027 = -1098931.883748
  nChanged 81
		SP:Iteration 25Q (7969.620000 sec): 3 clusters
  Score: Raw -1103396.670695 + Penalty 4434.617027 = -1098962.053668
  nChanged 69
		SP:Iteration 26Q (7969.640000 sec): 3 clusters
  Score: Raw -1103420.046610 + Penalty 4434.617027 = -1098985.429583
  nChanged 61
		SP:Iteration 27Q (7969.670000 sec): 3 clusters
  Score: Raw -1103442.423353 + Penalty 4434.617027 = -1099007.806326
  nChanged 54
		SP:Iteration 28Q (7969.700000 sec): 3 clusters
  Score: Raw -1103460.036324 + Penalty 4434.617027 = -1099025.419297
  nChanged 42
		SP:Iteration 29Q (7969.720000 sec): 3 clusters
  Score: Raw -1103474.801634 + Penalty 4434.617027 = -1099040.184607
  nChanged 37
		SP:Iteration 30Q (7969.740000 sec): 3 clusters
  Score: Raw -1103486.171202 + Penalty 4434.617027 = -1099051.554175
  nChanged 28
		SP:Iteration 31Q (7969.770000 sec): 3 clusters
  Score: Raw -1103492.815810 + Penalty 4434.617027 = -1099058.198783
  nChanged 12
		SP:Iteration 32Q (7969.790000 sec): 3 clusters
  Score: Raw -1103495.559604 + Penalty 4434.617027 = -1099060.942577
  nChanged 9
		SP:Iteration 33Q (7969.820000 sec): 3 clusters
  Score: Raw -1103497.758296 + Penalty 4434.617027 = -1099063.141269
  nChanged 13
		SP:Iteration 34Q (7969.840000 sec): 3 clusters
  Score: Raw -1103501.135215 + Penalty 4434.617027 = -1099066.518188
  nChanged 12
		SP:Iteration 35Q (7969.870000 sec): 3 clusters
  Score: Raw -1103504.157030 + Penalty 4434.617027 = -1099069.540003
  nChanged 12
		SP:Iteration 36Q (7969.890000 sec): 3 clusters
  Score: Raw -1103507.462469 + Penalty 4434.617027 = -1099072.845442
  nChanged 12
		SP:Iteration 37Q (7969.920000 sec): 3 clusters
  Score: Raw -1103511.022460 + Penalty 4434.617027 = -1099076.405433
  nChanged 14
		SP:Iteration 38Q (7969.940000 sec): 3 clusters
  Score: Raw -1103514.929103 + Penalty 4434.617027 = -1099080.312076
  nChanged 16
		SP:Iteration 39Q (7969.960000 sec): 3 clusters
  Score: Raw -1103519.763330 + Penalty 4434.617027 = -1099085.146303
  nChanged 17
		SP:Iteration 40F (7969.990000 sec): 3 clusters
  Score: Raw -1103522.779808 + Penalty 4434.617027 = -1099088.162781
  nChanged 12
		SP:Iteration 41Q (7970.010000 sec): 3 clusters
  Score: Raw -1103525.239469 + Penalty 4434.617027 = -1099090.622442
  nChanged 11
		SP:Iteration 42Q (7970.040000 sec): 3 clusters
  Score: Raw -1103527.519509 + Penalty 4434.617027 = -1099092.902482
  nChanged 12
		SP:Iteration 43Q (7970.060000 sec): 3 clusters
  Score: Raw -1103529.667135 + Penalty 4434.617027 = -1099095.050108
  nChanged 12
		SP:Iteration 44Q (7970.090000 sec): 3 clusters
  Score: Raw -1103531.927896 + Penalty 4434.617027 = -1099097.310869
  nChanged 9
		SP:Iteration 45Q (7970.110000 sec): 3 clusters
  Score: Raw -1103533.618102 + Penalty 4434.617027 = -1099099.001075
  nChanged 8
		SP:Iteration 46Q (7970.140000 sec): 3 clusters
  Score: Raw -1103534.902322 + Penalty 4434.617027 = -1099100.285295
  nChanged 7
		SP:Iteration 47Q (7970.160000 sec): 3 clusters
  Score: Raw -1103536.522055 + Penalty 4434.617027 = -1099101.905028
  nChanged 6
		SP:Iteration 48Q (7970.180000 sec): 3 clusters
  Score: Raw -1103538.096617 + Penalty 4434.617027 = -1099103.479590
  nChanged 9
		SP:Iteration 49Q (7970.210000 sec): 3 clusters
  Score: Raw -1103539.951068 + Penalty 4434.617027 = -1099105.334041
  nChanged 7
		SP:Iteration 50Q (7970.230000 sec): 3 clusters
  Score: Raw -1103541.398994 + Penalty 4434.617027 = -1099106.781967
  nChanged 5
		SP:Iteration 51Q (7970.260000 sec): 3 clusters
  Score: Raw -1103542.686495 + Penalty 4434.617027 = -1099108.069468
  nChanged 8
		SP:Iteration 52Q (7970.280000 sec): 3 clusters
  Score: Raw -1103544.141791 + Penalty 4434.617027 = -1099109.524764
  nChanged 2
		SP:Iteration 53Q (7970.300000 sec): 3 clusters
  Score: Raw -1103544.783675 + Penalty 4434.617027 = -1099110.166648
  nChanged 4
		SP:Iteration 54Q (7970.330000 sec): 3 clusters
  Score: Raw -1103545.557964 + Penalty 4434.617027 = -1099110.940937
  nChanged 1
		SP:Iteration 55Q (7970.350000 sec): 3 clusters
  Score: Raw -1103545.688737 + Penalty 4434.617027 = -1099111.071710
  nChanged 0
		SP:Iteration 56F (7970.380000 sec): 3 clusters
  Score: Raw -1103545.688737 + Penalty 4434.617027 = -1099111.071710
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7970.480000 sec): 2 clusters
  Score: Raw -4023086.398677 + Penalty 2532.630925 = -4020553.767752
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7970.580000 sec): 3 clusters
  Score: Raw -4006898.325070 + Penalty 5065.261850 = -4001833.063220
  nChanged 12141
		SP:Iteration 1F (7970.670000 sec): 3 clusters
  Score: Raw -4013324.593281 + Penalty 5065.261850 = -4008259.331431
  nChanged 1257
		SP:Iteration 2Q (7970.770000 sec): 3 clusters
  Score: Raw -4013722.237119 + Penalty 5065.261850 = -4008656.975269
  nChanged 1121
		SP:Iteration 3Q (7970.870000 sec): 3 clusters
  Score: Raw -4014075.564604 + Penalty 5065.261850 = -4009010.302754
  nChanged 1038
		SP:Iteration 4Q (7970.970000 sec): 3 clusters
  Score: Raw -4014424.275611 + Penalty 5065.261850 = -4009359.013761
  nChanged 1007
		SP:Iteration 5Q (7971.070000 sec): 3 clusters
  Score: Raw -4014791.582882 + Penalty 5065.261850 = -4009726.321032
  nChanged 985
		SP:Iteration 6Q (7971.170000 sec): 3 clusters
  Score: Raw -4015205.110193 + Penalty 5065.261850 = -4010139.848343
  nChanged 1028
		SP:Iteration 7Q (7971.260000 sec): 3 clusters
  Score: Raw -4015710.742683 + Penalty 5065.261850 = -4010645.480833
  nChanged 1110
		SP:Iteration 8Q (7971.360000 sec): 3 clusters
  Score: Raw -4016309.699975 + Penalty 5065.261850 = -4011244.438125
  nChanged 1159
		SP:Iteration 9Q (7971.460000 sec): 3 clusters
  Score: Raw -4017022.428471 + Penalty 5065.261850 = -4011957.166621
  nChanged 1270
		SP:Iteration 10Q (7971.560000 sec): 3 clusters
  Score: Raw -4017875.352212 + Penalty 5065.261850 = -4012810.090362
  nChanged 1285
		SP:Iteration 11Q (7971.660000 sec): 3 clusters
  Score: Raw -4018731.436293 + Penalty 5065.261850 = -4013666.174443
  nChanged 1221
		SP:Iteration 12Q (7971.750000 sec): 3 clusters
  Score: Raw -4019565.418555 + Penalty 5065.261850 = -4014500.156705
  nChanged 1202
		SP:Iteration 13Q (7971.840000 sec): 3 clusters
  Score: Raw -4020405.574024 + Penalty 5065.261850 = -4015340.312174
  nChanged 1083
		SP:Iteration 14Q (7971.930000 sec): 3 clusters
  Score: Raw -4021135.077576 + Penalty 5065.261850 = -4016069.815726
  nChanged 916
		SP:Iteration 15Q (7972.020000 sec): 3 clusters
  Score: Raw -4021751.480487 + Penalty 5065.261850 = -4016686.218637
  nChanged 724
		SP:Iteration 16Q (7972.100000 sec): 3 clusters
  Score: Raw -4022209.620157 + Penalty 5065.261850 = -4017144.358307
  nChanged 554
		SP:Iteration 17Q (7972.180000 sec): 3 clusters
  Score: Raw -4022547.729038 + Penalty 5065.261850 = -4017482.467188
  nChanged 419
		SP:Iteration 18Q (7972.260000 sec): 3 clusters
  Score: Raw -4022792.862799 + Penalty 5065.261850 = -4017727.600949
  nChanged 291
		SP:Iteration 19Q (7972.340000 sec): 3 clusters
  Score: Raw -4022972.071386 + Penalty 5065.261850 = -4017906.809536
  nChanged 217
		SP:Iteration 20F (7972.440000 sec): 3 clusters
  Score: Raw -4023109.595296 + Penalty 5065.261850 = -4018044.333446
  nChanged 148
		SP:Iteration 21Q (7972.510000 sec): 3 clusters
  Score: Raw -4023191.573051 + Penalty 5065.261850 = -4018126.311201
  nChanged 100
		SP:Iteration 22Q (7972.580000 sec): 3 clusters
  Score: Raw -4023248.561414 + Penalty 5065.261850 = -4018183.299564
  nChanged 84
		SP:Iteration 23Q (7972.660000 sec): 3 clusters
  Score: Raw -4023305.011035 + Penalty 5065.261850 = -4018239.749185
  nChanged 69
		SP:Iteration 24Q (7972.730000 sec): 3 clusters
  Score: Raw -4023343.771859 + Penalty 5065.261850 = -4018278.510009
  nChanged 48
		SP:Iteration 25Q (7972.800000 sec): 3 clusters
  Score: Raw -4023368.164949 + Penalty 5065.261850 = -4018302.903099
  nChanged 39
		SP:Iteration 26Q (7972.880000 sec): 3 clusters
  Score: Raw -4023386.393147 + Penalty 5065.261850 = -4018321.131297
  nChanged 25
		SP:Iteration 27Q (7972.940000 sec): 3 clusters
  Score: Raw -4023401.492317 + Penalty 5065.261850 = -4018336.230467
  nChanged 21
		SP:Iteration 28Q (7973.020000 sec): 3 clusters
  Score: Raw -4023414.109643 + Penalty 5065.261850 = -4018348.847793
  nChanged 20
		SP:Iteration 29Q (7973.090000 sec): 3 clusters
  Score: Raw -4023425.931497 + Penalty 5065.261850 = -4018360.669647
  nChanged 25
		SP:Iteration 30Q (7973.160000 sec): 3 clusters
  Score: Raw -4023441.228873 + Penalty 5065.261850 = -4018375.967023
  nChanged 16
		SP:Iteration 31Q (7973.230000 sec): 3 clusters
  Score: Raw -4023450.595442 + Penalty 5065.261850 = -4018385.333592
  nChanged 18
		SP:Iteration 32Q (7973.300000 sec): 3 clusters
  Score: Raw -4023460.390682 + Penalty 5065.261850 = -4018395.128832
  nChanged 17
		SP:Iteration 33Q (7973.370000 sec): 3 clusters
  Score: Raw -4023470.319086 + Penalty 5065.261850 = -4018405.057236
  nChanged 10
		SP:Iteration 34Q (7973.440000 sec): 3 clusters
  Score: Raw -4023475.304474 + Penalty 5065.261850 = -4018410.042624
  nChanged 10
		SP:Iteration 35Q (7973.510000 sec): 3 clusters
  Score: Raw -4023480.347243 + Penalty 5065.261850 = -4018415.085393
  nChanged 13
		SP:Iteration 36Q (7973.580000 sec): 3 clusters
  Score: Raw -4023486.943458 + Penalty 5065.261850 = -4018421.681608
  nChanged 10
		SP:Iteration 37Q (7973.650000 sec): 3 clusters
  Score: Raw -4023493.305976 + Penalty 5065.261850 = -4018428.044126
  nChanged 12
		SP:Iteration 38Q (7973.720000 sec): 3 clusters
  Score: Raw -4023500.967359 + Penalty 5065.261850 = -4018435.705509
  nChanged 10
		SP:Iteration 39Q (7973.790000 sec): 3 clusters
  Score: Raw -4023508.038482 + Penalty 5065.261850 = -4018442.776632
  nChanged 6
		SP:Iteration 40F (7973.880000 sec): 3 clusters
  Score: Raw -4023512.157354 + Penalty 5065.261850 = -4018446.895504
  nChanged 8
		SP:Iteration 41Q (7973.960000 sec): 3 clusters
  Score: Raw -4023516.287963 + Penalty 5065.261850 = -4018451.026113
  nChanged 6
		SP:Iteration 42Q (7974.020000 sec): 3 clusters
  Score: Raw -4023519.110406 + Penalty 5065.261850 = -4018453.848556
  nChanged 5
		SP:Iteration 43Q (7974.100000 sec): 3 clusters
  Score: Raw -4023521.764549 + Penalty 5065.261850 = -4018456.502699
  nChanged 2
		SP:Iteration 44Q (7974.160000 sec): 3 clusters
  Score: Raw -4023523.302446 + Penalty 5065.261850 = -4018458.040596
  nChanged 2
		SP:Iteration 45Q (7974.240000 sec): 3 clusters
  Score: Raw -4023524.991238 + Penalty 5065.261850 = -4018459.729388
  nChanged 4
		SP:Iteration 46Q (7974.300000 sec): 3 clusters
  Score: Raw -4023527.389270 + Penalty 5065.261850 = -4018462.127421
  nChanged 4
		SP:Iteration 47Q (7974.370000 sec): 3 clusters
  Score: Raw -4023529.024770 + Penalty 5065.261850 = -4018463.762920
  nChanged 3
		SP:Iteration 48Q (7974.440000 sec): 3 clusters
  Score: Raw -4023530.357203 + Penalty 5065.261850 = -4018465.095353
  nChanged 3
		SP:Iteration 49Q (7974.510000 sec): 3 clusters
  Score: Raw -4023531.607727 + Penalty 5065.261850 = -4018466.345877
  nChanged 1
		SP:Iteration 50Q (7974.580000 sec): 3 clusters
  Score: Raw -4023531.873590 + Penalty 5065.261850 = -4018466.611740
  nChanged 1
		SP:Iteration 51Q (7974.650000 sec): 3 clusters
  Score: Raw -4023532.153489 + Penalty 5065.261850 = -4018466.891639
  nChanged 1
		SP:Iteration 52Q (7974.720000 sec): 3 clusters
  Score: Raw -4023532.977591 + Penalty 5065.261850 = -4018467.715741
  nChanged 2
		SP:Iteration 53Q (7974.800000 sec): 3 clusters
  Score: Raw -4023534.184409 + Penalty 5065.261850 = -4018468.922559
  nChanged 4
		SP:Iteration 54Q (7974.870000 sec): 3 clusters
  Score: Raw -4023536.068727 + Penalty 5065.261850 = -4018470.806877
  nChanged 4
		SP:Iteration 55Q (7974.940000 sec): 3 clusters
  Score: Raw -4023539.484230 + Penalty 5065.261850 = -4018474.222380
  nChanged 7
		SP:Iteration 56Q (7975.010000 sec): 3 clusters
  Score: Raw -4023543.481762 + Penalty 5065.261850 = -4018478.219912
  nChanged 6
		SP:Iteration 57Q (7975.080000 sec): 3 clusters
  Score: Raw -4023546.898558 + Penalty 5065.261850 = -4018481.636708
  nChanged 3
		SP:Iteration 58Q (7975.150000 sec): 3 clusters
  Score: Raw -4023548.012340 + Penalty 5065.261850 = -4018482.750490
  nChanged 1
		SP:Iteration 59Q (7975.220000 sec): 3 clusters
  Score: Raw -4023548.620302 + Penalty 5065.261850 = -4018483.358452
  nChanged 2
		SP:Iteration 60F (7975.310000 sec): 3 clusters
  Score: Raw -4023549.743051 + Penalty 5065.261850 = -4018484.481201
  nChanged 2
		SP:Iteration 61Q (7975.380000 sec): 3 clusters
  Score: Raw -4023550.715053 + Penalty 5065.261850 = -4018485.453203
  nChanged 3
		SP:Iteration 62Q (7975.440000 sec): 3 clusters
  Score: Raw -4023552.426725 + Penalty 5065.261850 = -4018487.164875
  nChanged 3
		SP:Iteration 63Q (7975.510000 sec): 3 clusters
  Score: Raw -4023553.705576 + Penalty 5065.261850 = -4018488.443726
  nChanged 1
		SP:Iteration 64Q (7975.580000 sec): 3 clusters
  Score: Raw -4023554.451912 + Penalty 5065.261850 = -4018489.190062
  nChanged 1
		SP:Iteration 65Q (7975.650000 sec): 3 clusters
  Score: Raw -4023554.964278 + Penalty 5065.261850 = -4018489.702428
  nChanged 1
		SP:Iteration 66Q (7975.710000 sec): 3 clusters
  Score: Raw -4023555.232175 + Penalty 5065.261850 = -4018489.970325
  nChanged 0
		SP:Iteration 67F (7975.810000 sec): 3 clusters
  Score: Raw -4023555.232175 + Penalty 5065.261850 = -4018489.970325
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24072 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7975.880000 sec): 2 clusters
  Score: Raw -3337372.617782 + Penalty 2502.023545 = -3334870.594236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7975.960000 sec): 3 clusters
  Score: Raw -3323204.735074 + Penalty 5004.047091 = -3318200.687984
  nChanged 10724
		SP:Iteration 1F (7976.050000 sec): 3 clusters
  Score: Raw -3329018.734431 + Penalty 5004.047091 = -3324014.687340
  nChanged 1321
		SP:Iteration 2F (7976.130000 sec): 3 clusters
  Score: Raw -3329550.962498 + Penalty 5004.047091 = -3324546.915407
  nChanged 1219
		SP:Iteration 3F (7976.210000 sec): 3 clusters
  Score: Raw -3330099.179985 + Penalty 5004.047091 = -3325095.132894
  nChanged 1255
		SP:Iteration 4F (7976.300000 sec): 3 clusters
  Score: Raw -3330719.532039 + Penalty 5004.047091 = -3325715.484948
  nChanged 1250
		SP:Iteration 5F (7976.380000 sec): 3 clusters
  Score: Raw -3331431.797902 + Penalty 5004.047091 = -3326427.750811
  nChanged 1279
		SP:Iteration 6F (7976.460000 sec): 3 clusters
  Score: Raw -3332233.763558 + Penalty 5004.047091 = -3327229.716467
  nChanged 1315
		SP:Iteration 7F (7976.550000 sec): 3 clusters
  Score: Raw -3333167.593723 + Penalty 5004.047091 = -3328163.546633
  nChanged 1320
		SP:Iteration 8F (7976.630000 sec): 3 clusters
  Score: Raw -3334200.490084 + Penalty 5004.047091 = -3329196.442994
  nChanged 1130
		SP:Iteration 9Q (7976.720000 sec): 3 clusters
  Score: Raw -3335085.994669 + Penalty 5004.047091 = -3330081.947578
  nChanged 861
		SP:Iteration 10Q (7976.800000 sec): 3 clusters
  Score: Raw -3335719.368874 + Penalty 5004.047091 = -3330715.321784
  nChanged 656
		SP:Iteration 11Q (7976.880000 sec): 3 clusters
  Score: Raw -3336217.843621 + Penalty 5004.047091 = -3331213.796530
  nChanged 547
		SP:Iteration 12Q (7976.950000 sec): 3 clusters
  Score: Raw -3336592.041134 + Penalty 5004.047091 = -3331587.994043
  nChanged 410
		SP:Iteration 13Q (7977.030000 sec): 3 clusters
  Score: Raw -3336889.597448 + Penalty 5004.047091 = -3331885.550358
  nChanged 313
		SP:Iteration 14Q (7977.100000 sec): 3 clusters
  Score: Raw -3337084.879014 + Penalty 5004.047091 = -3332080.831924
  nChanged 238
		SP:Iteration 15Q (7977.170000 sec): 3 clusters
  Score: Raw -3337259.138502 + Penalty 5004.047091 = -3332255.091412
  nChanged 194
		SP:Iteration 16Q (7977.240000 sec): 3 clusters
  Score: Raw -3337390.485442 + Penalty 5004.047091 = -3332386.438352
  nChanged 162
		SP:Iteration 17Q (7977.300000 sec): 3 clusters
  Score: Raw -3337498.645702 + Penalty 5004.047091 = -3332494.598611
  nChanged 133
		SP:Iteration 18Q (7977.370000 sec): 3 clusters
  Score: Raw -3337596.234801 + Penalty 5004.047091 = -3332592.187711
  nChanged 113
		SP:Iteration 19Q (7977.440000 sec): 3 clusters
  Score: Raw -3337663.557005 + Penalty 5004.047091 = -3332659.509914
  nChanged 84
		SP:Iteration 20F (7977.520000 sec): 3 clusters
  Score: Raw -3337713.213392 + Penalty 5004.047091 = -3332709.166301
  nChanged 77
		SP:Iteration 21Q (7977.580000 sec): 3 clusters
  Score: Raw -3337756.360676 + Penalty 5004.047091 = -3332752.313585
  nChanged 56
		SP:Iteration 22Q (7977.650000 sec): 3 clusters
  Score: Raw -3337789.152845 + Penalty 5004.047091 = -3332785.105754
  nChanged 47
		SP:Iteration 23Q (7977.710000 sec): 3 clusters
  Score: Raw -3337813.951940 + Penalty 5004.047091 = -3332809.904849
  nChanged 32
		SP:Iteration 24Q (7977.770000 sec): 3 clusters
  Score: Raw -3337828.115724 + Penalty 5004.047091 = -3332824.068633
  nChanged 16
		SP:Iteration 25Q (7977.840000 sec): 3 clusters
  Score: Raw -3337837.499775 + Penalty 5004.047091 = -3332833.452684
  nChanged 22
		SP:Iteration 26Q (7977.900000 sec): 3 clusters
  Score: Raw -3337848.315668 + Penalty 5004.047091 = -3332844.268577
  nChanged 16
		SP:Iteration 27Q (7977.960000 sec): 3 clusters
  Score: Raw -3337855.262878 + Penalty 5004.047091 = -3332851.215788
  nChanged 16
		SP:Iteration 28Q (7978.020000 sec): 3 clusters
  Score: Raw -3337859.603497 + Penalty 5004.047091 = -3332855.556406
  nChanged 9
		SP:Iteration 29Q (7978.080000 sec): 3 clusters
  Score: Raw -3337862.946643 + Penalty 5004.047091 = -3332858.899552
  nChanged 5
		SP:Iteration 30Q (7978.150000 sec): 3 clusters
  Score: Raw -3337864.772267 + Penalty 5004.047091 = -3332860.725176
  nChanged 5
		SP:Iteration 31Q (7978.210000 sec): 3 clusters
  Score: Raw -3337867.020844 + Penalty 5004.047091 = -3332862.973754
  nChanged 6
		SP:Iteration 32Q (7978.270000 sec): 3 clusters
  Score: Raw -3337869.512181 + Penalty 5004.047091 = -3332865.465090
  nChanged 5
		SP:Iteration 33Q (7978.340000 sec): 3 clusters
  Score: Raw -3337871.350160 + Penalty 5004.047091 = -3332867.303069
  nChanged 3
		SP:Iteration 34Q (7978.400000 sec): 3 clusters
  Score: Raw -3337872.243576 + Penalty 5004.047091 = -3332868.196485
  nChanged 2
		SP:Iteration 35Q (7978.460000 sec): 3 clusters
  Score: Raw -3337873.616924 + Penalty 5004.047091 = -3332869.569833
  nChanged 4
		SP:Iteration 36Q (7978.520000 sec): 3 clusters
  Score: Raw -3337875.289961 + Penalty 5004.047091 = -3332871.242870
  nChanged 5
		SP:Iteration 37Q (7978.580000 sec): 3 clusters
  Score: Raw -3337877.595258 + Penalty 5004.047091 = -3332873.548167
  nChanged 3
		SP:Iteration 38Q (7978.640000 sec): 3 clusters
  Score: Raw -3337878.255318 + Penalty 5004.047091 = -3332874.208227
  nChanged 0
		SP:Iteration 39F (7978.730000 sec): 3 clusters
  Score: Raw -3337878.255318 + Penalty 5004.047091 = -3332874.208227
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7978.750000 sec): 2 clusters
  Score: Raw -494000.591510 + Penalty 2019.015069 = -491981.576441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7978.760000 sec): 3 clusters
  Score: Raw -492512.029661 + Penalty 4038.030138 = -488473.999523
  nChanged 1211
		SP:Iteration 1F (7978.780000 sec): 3 clusters
  Score: Raw -493299.605743 + Penalty 4038.030138 = -489261.575606
  nChanged 274
		SP:Iteration 2F (7978.790000 sec): 3 clusters
  Score: Raw -493518.479536 + Penalty 4038.030138 = -489480.449399
  nChanged 186
		SP:Iteration 3F (7978.800000 sec): 3 clusters
  Score: Raw -493640.871943 + Penalty 4038.030138 = -489602.841806
  nChanged 143
		SP:Iteration 4Q (7978.810000 sec): 3 clusters
  Score: Raw -493733.089080 + Penalty 4038.030138 = -489695.058943
  nChanged 100
		SP:Iteration 5Q (7978.820000 sec): 3 clusters
  Score: Raw -493797.473230 + Penalty 4038.030138 = -489759.443092
  nChanged 85
		SP:Iteration 6Q (7978.830000 sec): 3 clusters
  Score: Raw -493852.723212 + Penalty 4038.030138 = -489814.693075
  nChanged 74
		SP:Iteration 7Q (7978.840000 sec): 3 clusters
  Score: Raw -493903.689806 + Penalty 4038.030138 = -489865.659669
  nChanged 83
		SP:Iteration 8Q (7978.860000 sec): 3 clusters
  Score: Raw -493960.757923 + Penalty 4038.030138 = -489922.727785
  nChanged 75
		SP:Iteration 9Q (7978.870000 sec): 3 clusters
  Score: Raw -494002.318045 + Penalty 4038.030138 = -489964.287908
  nChanged 67
		SP:Iteration 10Q (7978.880000 sec): 3 clusters
  Score: Raw -494043.004467 + Penalty 4038.030138 = -490004.974329
  nChanged 58
		SP:Iteration 11Q (7978.890000 sec): 3 clusters
  Score: Raw -494077.843080 + Penalty 4038.030138 = -490039.812942
  nChanged 47
		SP:Iteration 12Q (7978.900000 sec): 3 clusters
  Score: Raw -494102.577198 + Penalty 4038.030138 = -490064.547060
  nChanged 41
		SP:Iteration 13Q (7978.920000 sec): 3 clusters
  Score: Raw -494125.985037 + Penalty 4038.030138 = -490087.954900
  nChanged 39
		SP:Iteration 14Q (7978.930000 sec): 3 clusters
  Score: Raw -494153.412600 + Penalty 4038.030138 = -490115.382462
  nChanged 39
		SP:Iteration 15Q (7978.940000 sec): 3 clusters
  Score: Raw -494175.659482 + Penalty 4038.030138 = -490137.629344
  nChanged 36
		SP:Iteration 16Q (7978.950000 sec): 3 clusters
  Score: Raw -494197.514395 + Penalty 4038.030138 = -490159.484257
  nChanged 37
		SP:Iteration 17Q (7978.960000 sec): 3 clusters
  Score: Raw -494222.342804 + Penalty 4038.030138 = -490184.312666
  nChanged 34
		SP:Iteration 18Q (7978.970000 sec): 3 clusters
  Score: Raw -494244.030788 + Penalty 4038.030138 = -490206.000650
  nChanged 35
		SP:Iteration 19Q (7978.980000 sec): 3 clusters
  Score: Raw -494266.088793 + Penalty 4038.030138 = -490228.058656
  nChanged 30
		SP:Iteration 20F (7979.000000 sec): 3 clusters
  Score: Raw -494290.595627 + Penalty 4038.030138 = -490252.565489
  nChanged 27
		SP:Iteration 21Q (7979.010000 sec): 3 clusters
  Score: Raw -494306.617874 + Penalty 4038.030138 = -490268.587737
  nChanged 28
		SP:Iteration 22Q (7979.020000 sec): 3 clusters
  Score: Raw -494322.891088 + Penalty 4038.030138 = -490284.860950
  nChanged 22
		SP:Iteration 23Q (7979.030000 sec): 3 clusters
  Score: Raw -494341.537626 + Penalty 4038.030138 = -490303.507488
  nChanged 31
		SP:Iteration 24Q (7979.040000 sec): 3 clusters
  Score: Raw -494365.245871 + Penalty 4038.030138 = -490327.215734
  nChanged 38
		SP:Iteration 25Q (7979.060000 sec): 3 clusters
  Score: Raw -494393.198306 + Penalty 4038.030138 = -490355.168168
  nChanged 37
		SP:Iteration 26Q (7979.070000 sec): 3 clusters
  Score: Raw -494432.747930 + Penalty 4038.030138 = -490394.717793
  nChanged 54
		SP:Iteration 27Q (7979.080000 sec): 3 clusters
  Score: Raw -494490.495608 + Penalty 4038.030138 = -490452.465470
  nChanged 55
		SP:Iteration 28Q (7979.090000 sec): 3 clusters
  Score: Raw -494555.503098 + Penalty 4038.030138 = -490517.472960
  nChanged 67
		SP:Iteration 29Q (7979.100000 sec): 3 clusters
  Score: Raw -494630.220941 + Penalty 4038.030138 = -490592.190803
  nChanged 71
		SP:Iteration 30Q (7979.110000 sec): 3 clusters
  Score: Raw -494711.420957 + Penalty 4038.030138 = -490673.390820
  nChanged 62
		SP:Iteration 31Q (7979.120000 sec): 3 clusters
  Score: Raw -494770.947646 + Penalty 4038.030138 = -490732.917509
  nChanged 58
		SP:Iteration 32Q (7979.140000 sec): 3 clusters
  Score: Raw -494832.395004 + Penalty 4038.030138 = -490794.364866
  nChanged 64
		SP:Iteration 33Q (7979.140000 sec): 3 clusters
  Score: Raw -494907.699162 + Penalty 4038.030138 = -490869.669025
  nChanged 62
		SP:Iteration 34Q (7979.160000 sec): 3 clusters
  Score: Raw -494970.843734 + Penalty 4038.030138 = -490932.813596
  nChanged 58
		SP:Iteration 35Q (7979.170000 sec): 3 clusters
  Score: Raw -495046.809898 + Penalty 4038.030138 = -491008.779760
  nChanged 60
		SP:Iteration 36Q (7979.180000 sec): 3 clusters
  Score: Raw -495111.757056 + Penalty 4038.030138 = -491073.726919
  nChanged 53
		SP:Iteration 37Q (7979.190000 sec): 3 clusters
  Score: Raw -495170.612524 + Penalty 4038.030138 = -491132.582387
  nChanged 57
		SP:Iteration 38Q (7979.200000 sec): 3 clusters
  Score: Raw -495235.146680 + Penalty 4038.030138 = -491197.116543
  nChanged 54
		SP:Iteration 39Q (7979.210000 sec): 3 clusters
  Score: Raw -495290.329435 + Penalty 4038.030138 = -491252.299297
  nChanged 46
		SP:Iteration 40F (7979.220000 sec): 3 clusters
  Score: Raw -495331.522808 + Penalty 4038.030138 = -491293.492671
  nChanged 36
		SP:Iteration 41Q (7979.230000 sec): 3 clusters
  Score: Raw -495357.020161 + Penalty 4038.030138 = -491318.990023
  nChanged 27
		SP:Iteration 42Q (7979.240000 sec): 3 clusters
  Score: Raw -495378.693271 + Penalty 4038.030138 = -491340.663133
  nChanged 29
		SP:Iteration 43Q (7979.250000 sec): 3 clusters
  Score: Raw -495399.531162 + Penalty 4038.030138 = -491361.501025
  nChanged 24
		SP:Iteration 44Q (7979.260000 sec): 3 clusters
  Score: Raw -495418.122511 + Penalty 4038.030138 = -491380.092374
  nChanged 25
		SP:Iteration 45Q (7979.270000 sec): 3 clusters
  Score: Raw -495432.330966 + Penalty 4038.030138 = -491394.300828
  nChanged 15
		SP:Iteration 46Q (7979.280000 sec): 3 clusters
  Score: Raw -495442.464492 + Penalty 4038.030138 = -491404.434354
  nChanged 15
		SP:Iteration 47Q (7979.290000 sec): 3 clusters
  Score: Raw -495450.143356 + Penalty 4038.030138 = -491412.113219
  nChanged 9
		SP:Iteration 48Q (7979.300000 sec): 3 clusters
  Score: Raw -495455.015617 + Penalty 4038.030138 = -491416.985479
  nChanged 14
		SP:Iteration 49Q (7979.310000 sec): 3 clusters
  Score: Raw -495462.010793 + Penalty 4038.030138 = -491423.980656
  nChanged 16
		SP:Iteration 50Q (7979.320000 sec): 3 clusters
  Score: Raw -495471.198193 + Penalty 4038.030138 = -491433.168055
  nChanged 17
		SP:Iteration 51Q (7979.330000 sec): 3 clusters
  Score: Raw -495481.034828 + Penalty 4038.030138 = -491443.004691
  nChanged 15
		SP:Iteration 52Q (7979.340000 sec): 3 clusters
  Score: Raw -495488.987465 + Penalty 4038.030138 = -491450.957328
  nChanged 15
		SP:Iteration 53Q (7979.350000 sec): 3 clusters
  Score: Raw -495499.555362 + Penalty 4038.030138 = -491461.525224
  nChanged 15
		SP:Iteration 54Q (7979.360000 sec): 3 clusters
  Score: Raw -495510.290041 + Penalty 4038.030138 = -491472.259903
  nChanged 24
		SP:Iteration 55Q (7979.370000 sec): 3 clusters
  Score: Raw -495526.818153 + Penalty 4038.030138 = -491488.788016
  nChanged 23
		SP:Iteration 56Q (7979.380000 sec): 3 clusters
  Score: Raw -495541.455978 + Penalty 4038.030138 = -491503.425840
  nChanged 26
		SP:Iteration 57Q (7979.390000 sec): 3 clusters
  Score: Raw -495559.470269 + Penalty 4038.030138 = -491521.440132
  nChanged 23
		SP:Iteration 58Q (7979.400000 sec): 3 clusters
  Score: Raw -495570.937447 + Penalty 4038.030138 = -491532.907309
  nChanged 25
		SP:Iteration 59Q (7979.400000 sec): 3 clusters
  Score: Raw -495586.927040 + Penalty 4038.030138 = -491548.896902
  nChanged 23
		SP:Iteration 60F (7979.420000 sec): 3 clusters
  Score: Raw -495599.841203 + Penalty 4038.030138 = -491561.811065
  nChanged 21
		SP:Iteration 61Q (7979.430000 sec): 3 clusters
  Score: Raw -495609.467079 + Penalty 4038.030138 = -491571.436941
  nChanged 16
		SP:Iteration 62Q (7979.440000 sec): 3 clusters
  Score: Raw -495619.325031 + Penalty 4038.030138 = -491581.294894
  nChanged 20
		SP:Iteration 63Q (7979.450000 sec): 3 clusters
  Score: Raw -495631.194066 + Penalty 4038.030138 = -491593.163928
  nChanged 20
		SP:Iteration 64Q (7979.460000 sec): 3 clusters
  Score: Raw -495642.172140 + Penalty 4038.030138 = -491604.142003
  nChanged 21
		SP:Iteration 65Q (7979.470000 sec): 3 clusters
  Score: Raw -495656.761016 + Penalty 4038.030138 = -491618.730878
  nChanged 28
		SP:Iteration 66Q (7979.480000 sec): 3 clusters
  Score: Raw -495673.065733 + Penalty 4038.030138 = -491635.035595
  nChanged 13
		SP:Iteration 67Q (7979.480000 sec): 3 clusters
  Score: Raw -495678.199564 + Penalty 4038.030138 = -491640.169427
  nChanged 12
		SP:Iteration 68Q (7979.500000 sec): 3 clusters
  Score: Raw -495683.140682 + Penalty 4038.030138 = -491645.110544
  nChanged 9
		SP:Iteration 69Q (7979.500000 sec): 3 clusters
  Score: Raw -495687.099155 + Penalty 4038.030138 = -491649.069017
  nChanged 11
		SP:Iteration 70Q (7979.520000 sec): 3 clusters
  Score: Raw -495692.923712 + Penalty 4038.030138 = -491654.893574
  nChanged 7
		SP:Iteration 71Q (7979.520000 sec): 3 clusters
  Score: Raw -495695.387123 + Penalty 4038.030138 = -491657.356986
  nChanged 4
		SP:Iteration 72Q (7979.540000 sec): 3 clusters
  Score: Raw -495696.323017 + Penalty 4038.030138 = -491658.292879
  nChanged 4
		SP:Iteration 73Q (7979.540000 sec): 3 clusters
  Score: Raw -495698.653608 + Penalty 4038.030138 = -491660.623471
  nChanged 4
		SP:Iteration 74Q (7979.550000 sec): 3 clusters
  Score: Raw -495699.756626 + Penalty 4038.030138 = -491661.726489
  nChanged 2
		SP:Iteration 75Q (7979.560000 sec): 3 clusters
  Score: Raw -495700.405712 + Penalty 4038.030138 = -491662.375575
  nChanged 1
		SP:Iteration 76Q (7979.570000 sec): 3 clusters
  Score: Raw -495700.791672 + Penalty 4038.030138 = -491662.761535
  nChanged 0
		SP:Iteration 77F (7979.580000 sec): 3 clusters
  Score: Raw -495700.791672 + Penalty 4038.030138 = -491662.761535
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7979.590000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7979.590000 sec): 3 clusters
  Score: Raw -126932.008126 + Penalty 3350.283633 = -123581.724493
  nChanged 196
		SP:Iteration 1F (7979.600000 sec): 3 clusters
  Score: Raw -127170.224296 + Penalty 3350.283633 = -123819.940663
  nChanged 50
		SP:Iteration 2F (7979.600000 sec): 3 clusters
  Score: Raw -127242.146901 + Penalty 3350.283633 = -123891.863268
  nChanged 26
		SP:Iteration 3Q (7979.600000 sec): 3 clusters
  Score: Raw -127278.054173 + Penalty 3350.283633 = -123927.770540
  nChanged 16
		SP:Iteration 4Q (7979.600000 sec): 3 clusters
  Score: Raw -127299.200062 + Penalty 3350.283633 = -123948.916428
  nChanged 5
		SP:Iteration 5Q (7979.610000 sec): 3 clusters
  Score: Raw -127303.721129 + Penalty 3350.283633 = -123953.437495
  nChanged 3
		SP:Iteration 6Q (7979.610000 sec): 3 clusters
  Score: Raw -127308.869344 + Penalty 3350.283633 = -123958.585710
  nChanged 6
		SP:Iteration 7Q (7979.610000 sec): 3 clusters
  Score: Raw -127317.491199 + Penalty 3350.283633 = -123967.207566
  nChanged 3
		SP:Iteration 8Q (7979.620000 sec): 3 clusters
  Score: Raw -127324.951543 + Penalty 3350.283633 = -123974.667910
  nChanged 5
		SP:Iteration 9Q (7979.620000 sec): 3 clusters
  Score: Raw -127348.121852 + Penalty 3350.283633 = -123997.838219
  nChanged 10
		SP:Iteration 10Q (7979.620000 sec): 3 clusters
  Score: Raw -127368.544450 + Penalty 3350.283633 = -124018.260816
  nChanged 9
		SP:Iteration 11Q (7979.620000 sec): 3 clusters
  Score: Raw -127391.534365 + Penalty 3350.283633 = -124041.250732
  nChanged 11
		SP:Iteration 12Q (7979.630000 sec): 3 clusters
  Score: Raw -127409.750023 + Penalty 3350.283633 = -124059.466390
  nChanged 7
		SP:Iteration 13Q (7979.630000 sec): 3 clusters
  Score: Raw -127420.611400 + Penalty 3350.283633 = -124070.327766
  nChanged 3
		SP:Iteration 14Q (7979.630000 sec): 3 clusters
  Score: Raw -127424.359074 + Penalty 3350.283633 = -124074.075440
  nChanged 0
		SP:Iteration 15F (7979.640000 sec): 3 clusters
  Score: Raw -127424.359074 + Penalty 3350.283633 = -124074.075440
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7979.640000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7979.640000 sec): 3 clusters
  Score: Raw -33681.667464 + Penalty 2756.186719 = -30925.480745
  nChanged 29
		SP:Iteration 1F (7979.640000 sec): 3 clusters
  Score: Raw -33893.724015 + Penalty 2756.186719 = -31137.537296
  nChanged 14
		SP:Iteration 2F (7979.640000 sec): 3 clusters
  Score: Raw -33949.642454 + Penalty 2756.186719 = -31193.455736
  nChanged 6
		SP:Iteration 3Q (7979.640000 sec): 3 clusters
  Score: Raw -33990.146112 + Penalty 2756.186719 = -31233.959393
  nChanged 9
		SP:Iteration 4Q (7979.640000 sec): 3 clusters
  Score: Raw -34040.794399 + Penalty 2756.186719 = -31284.607680
  nChanged 6
		SP:Iteration 5Q (7979.640000 sec): 3 clusters
  Score: Raw -34063.077121 + Penalty 2756.186719 = -31306.890402
  nChanged 5
		SP:Iteration 6Q (7979.640000 sec): 3 clusters
  Score: Raw -34084.395105 + Penalty 2756.186719 = -31328.208387
  nChanged 3
		SP:Iteration 7Q (7979.640000 sec): 3 clusters
  Score: Raw -34100.221766 + Penalty 2756.186719 = -31344.035047
  nChanged 3
		SP:Iteration 8Q (7979.650000 sec): 3 clusters
  Score: Raw -34118.080677 + Penalty 2756.186719 = -31361.893958
  nChanged 5
		SP:Iteration 9Q (7979.650000 sec): 3 clusters
  Score: Raw -34167.136285 + Penalty 2756.186719 = -31410.949566
  nChanged 4
		SP:Iteration 10Q (7979.650000 sec): 3 clusters
  Score: Raw -34200.873541 + Penalty 2756.186719 = -31444.686822
  nChanged 1
		SP:Iteration 11Q (7979.650000 sec): 3 clusters
  Score: Raw -34203.403186 + Penalty 2756.186719 = -31447.216467
  nChanged 0
		SP:Iteration 12F (7979.650000 sec): 3 clusters
  Score: Raw -34203.403186 + Penalty 2756.186719 = -31447.216467
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13788 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7979.700000 sec): 2 clusters
  Score: Raw -2058082.362425 + Penalty 2363.825374 = -2055718.537051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7979.740000 sec): 3 clusters
  Score: Raw -2050517.711847 + Penalty 4727.650748 = -2045790.061099
  nChanged 5837
		SP:Iteration 1F (7979.790000 sec): 3 clusters
  Score: Raw -2053649.847205 + Penalty 4727.650748 = -2048922.196457
  nChanged 820
		SP:Iteration 2F (7979.840000 sec): 3 clusters
  Score: Raw -2054000.198635 + Penalty 4727.650748 = -2049272.547887
  nChanged 706
		SP:Iteration 3F (7979.880000 sec): 3 clusters
  Score: Raw -2054297.846905 + Penalty 4727.650748 = -2049570.196156
  nChanged 614
		SP:Iteration 4Q (7979.930000 sec): 3 clusters
  Score: Raw -2054563.275196 + Penalty 4727.650748 = -2049835.624448
  nChanged 583
		SP:Iteration 5Q (7979.980000 sec): 3 clusters
  Score: Raw -2054863.079662 + Penalty 4727.650748 = -2050135.428914
  nChanged 634
		SP:Iteration 6Q (7980.020000 sec): 3 clusters
  Score: Raw -2055218.932458 + Penalty 4727.650748 = -2050491.281710
  nChanged 666
		SP:Iteration 7Q (7980.070000 sec): 3 clusters
  Score: Raw -2055632.445030 + Penalty 4727.650748 = -2050904.794282
  nChanged 691
		SP:Iteration 8F (7980.110000 sec): 3 clusters
  Score: Raw -2056103.346332 + Penalty 4727.650748 = -2051375.695584
  nChanged 690
		SP:Iteration 9F (7980.160000 sec): 3 clusters
  Score: Raw -2056619.512886 + Penalty 4727.650748 = -2051891.862138
  nChanged 609
		SP:Iteration 10Q (7980.200000 sec): 3 clusters
  Score: Raw -2057112.804694 + Penalty 4727.650748 = -2052385.153946
  nChanged 482
		SP:Iteration 11Q (7980.250000 sec): 3 clusters
  Score: Raw -2057519.139396 + Penalty 4727.650748 = -2052791.488648
  nChanged 349
		SP:Iteration 12Q (7980.300000 sec): 3 clusters
  Score: Raw -2057836.661696 + Penalty 4727.650748 = -2053109.010948
  nChanged 226
		SP:Iteration 13Q (7980.340000 sec): 3 clusters
  Score: Raw -2058045.141382 + Penalty 4727.650748 = -2053317.490634
  nChanged 124
		SP:Iteration 14Q (7980.380000 sec): 3 clusters
  Score: Raw -2058160.756316 + Penalty 4727.650748 = -2053433.105568
  nChanged 69
		SP:Iteration 15Q (7980.420000 sec): 3 clusters
  Score: Raw -2058234.925396 + Penalty 4727.650748 = -2053507.274648
  nChanged 55
		SP:Iteration 16Q (7980.450000 sec): 3 clusters
  Score: Raw -2058295.361067 + Penalty 4727.650748 = -2053567.710319
  nChanged 29
		SP:Iteration 17Q (7980.490000 sec): 3 clusters
  Score: Raw -2058336.375175 + Penalty 4727.650748 = -2053608.724427
  nChanged 24
		SP:Iteration 18Q (7980.520000 sec): 3 clusters
  Score: Raw -2058359.418331 + Penalty 4727.650748 = -2053631.767583
  nChanged 13
		SP:Iteration 19Q (7980.560000 sec): 3 clusters
  Score: Raw -2058370.142804 + Penalty 4727.650748 = -2053642.492056
  nChanged 10
		SP:Iteration 20F (7980.600000 sec): 3 clusters
  Score: Raw -2058379.503224 + Penalty 4727.650748 = -2053651.852476
  nChanged 6
		SP:Iteration 21Q (7980.640000 sec): 3 clusters
  Score: Raw -2058383.464023 + Penalty 4727.650748 = -2053655.813275
  nChanged 5
		SP:Iteration 22Q (7980.680000 sec): 3 clusters
  Score: Raw -2058388.666166 + Penalty 4727.650748 = -2053661.015418
  nChanged 2
		SP:Iteration 23Q (7980.710000 sec): 3 clusters
  Score: Raw -2058390.287230 + Penalty 4727.650748 = -2053662.636482
  nChanged 1
		SP:Iteration 24Q (7980.740000 sec): 3 clusters
  Score: Raw -2058390.778407 + Penalty 4727.650748 = -2053663.127659
  nChanged 3
		SP:Iteration 25Q (7980.780000 sec): 3 clusters
  Score: Raw -2058394.105858 + Penalty 4727.650748 = -2053666.455110
  nChanged 3
		SP:Iteration 26Q (7980.820000 sec): 3 clusters
  Score: Raw -2058397.729890 + Penalty 4727.650748 = -2053670.079142
  nChanged 4
		SP:Iteration 27Q (7980.850000 sec): 3 clusters
  Score: Raw -2058404.528737 + Penalty 4727.650748 = -2053676.877989
  nChanged 4
		SP:Iteration 28Q (7980.890000 sec): 3 clusters
  Score: Raw -2058407.324447 + Penalty 4727.650748 = -2053679.673698
  nChanged 4
		SP:Iteration 29Q (7980.920000 sec): 3 clusters
  Score: Raw -2058413.386571 + Penalty 4727.650748 = -2053685.735823
  nChanged 1
		SP:Iteration 30Q (7980.960000 sec): 3 clusters
  Score: Raw -2058413.828581 + Penalty 4727.650748 = -2053686.177833
  nChanged 1
		SP:Iteration 31Q (7980.990000 sec): 3 clusters
  Score: Raw -2058414.531223 + Penalty 4727.650748 = -2053686.880474
  nChanged 0
		SP:Iteration 32F (7981.040000 sec): 3 clusters
  Score: Raw -2058414.531223 + Penalty 4727.650748 = -2053686.880474
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7981.280000 sec): 2 clusters
  Score: Raw -10201194.362927 + Penalty 2765.891272 = -10198428.471655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7981.540000 sec): 3 clusters
  Score: Raw -10156999.761627 + Penalty 5531.782545 = -10151467.979082
  nChanged 32802
		SP:Iteration 1F (7981.800000 sec): 3 clusters
  Score: Raw -10175462.629249 + Penalty 5531.782545 = -10169930.846705
  nChanged 2587
		SP:Iteration 2Q (7982.060000 sec): 3 clusters
  Score: Raw -10176123.660481 + Penalty 5531.782545 = -10170591.877936
  nChanged 2626
		SP:Iteration 3Q (7982.310000 sec): 3 clusters
  Score: Raw -10176941.918741 + Penalty 5531.782545 = -10171410.136197
  nChanged 3085
		SP:Iteration 4Q (7982.560000 sec): 3 clusters
  Score: Raw -10178104.838421 + Penalty 5531.782545 = -10172573.055877
  nChanged 3680
		SP:Iteration 5F (7982.820000 sec): 3 clusters
  Score: Raw -10179885.061797 + Penalty 5531.782545 = -10174353.279252
  nChanged 4361
		SP:Iteration 6F (7983.080000 sec): 3 clusters
  Score: Raw -10182490.198101 + Penalty 5531.782545 = -10176958.415556
  nChanged 4968
		SP:Iteration 7F (7983.330000 sec): 3 clusters
  Score: Raw -10186019.288279 + Penalty 5531.782545 = -10180487.505734
  nChanged 5201
		SP:Iteration 8F (7983.580000 sec): 3 clusters
  Score: Raw -10190222.309229 + Penalty 5531.782545 = -10184690.526684
  nChanged 4614
		SP:Iteration 9F (7983.820000 sec): 3 clusters
  Score: Raw -10194177.932705 + Penalty 5531.782545 = -10188646.150161
  nChanged 3562
		SP:Iteration 10F (7984.070000 sec): 3 clusters
  Score: Raw -10197327.785761 + Penalty 5531.782545 = -10191796.003216
  nChanged 2361
		SP:Iteration 11Q (7984.320000 sec): 3 clusters
  Score: Raw -10199472.106760 + Penalty 5531.782545 = -10193940.324215
  nChanged 1273
		SP:Iteration 12Q (7984.560000 sec): 3 clusters
  Score: Raw -10200568.794043 + Penalty 5531.782545 = -10195037.011498
  nChanged 564
		SP:Iteration 13Q (7984.760000 sec): 3 clusters
  Score: Raw -10201021.674154 + Penalty 5531.782545 = -10195489.891609
  nChanged 266
		SP:Iteration 14Q (7984.960000 sec): 3 clusters
  Score: Raw -10201244.813867 + Penalty 5531.782545 = -10195713.031323
  nChanged 147
		SP:Iteration 15Q (7985.150000 sec): 3 clusters
  Score: Raw -10201367.940779 + Penalty 5531.782545 = -10195836.158234
  nChanged 103
		SP:Iteration 16Q (7985.340000 sec): 3 clusters
  Score: Raw -10201458.425343 + Penalty 5531.782545 = -10195926.642798
  nChanged 64
		SP:Iteration 17Q (7985.520000 sec): 3 clusters
  Score: Raw -10201509.070947 + Penalty 5531.782545 = -10195977.288402
  nChanged 37
		SP:Iteration 18Q (7985.700000 sec): 3 clusters
  Score: Raw -10201537.578247 + Penalty 5531.782545 = -10196005.795703
  nChanged 31
		SP:Iteration 19Q (7985.880000 sec): 3 clusters
  Score: Raw -10201558.055150 + Penalty 5531.782545 = -10196026.272605
  nChanged 15
		SP:Iteration 20F (7986.120000 sec): 3 clusters
  Score: Raw -10201567.094540 + Penalty 5531.782545 = -10196035.311995
  nChanged 10
		SP:Iteration 21Q (7986.300000 sec): 3 clusters
  Score: Raw -10201575.634751 + Penalty 5531.782545 = -10196043.852206
  nChanged 7
		SP:Iteration 22Q (7986.490000 sec): 3 clusters
  Score: Raw -10201581.609152 + Penalty 5531.782545 = -10196049.826607
  nChanged 9
		SP:Iteration 23Q (7986.660000 sec): 3 clusters
  Score: Raw -10201590.509891 + Penalty 5531.782545 = -10196058.727347
  nChanged 10
		SP:Iteration 24Q (7986.840000 sec): 3 clusters
  Score: Raw -10201597.497149 + Penalty 5531.782545 = -10196065.714605
  nChanged 1
		SP:Iteration 25Q (7987.020000 sec): 3 clusters
  Score: Raw -10201598.796791 + Penalty 5531.782545 = -10196067.014247
  nChanged 2
		SP:Iteration 26Q (7987.200000 sec): 3 clusters
  Score: Raw -10201600.593931 + Penalty 5531.782545 = -10196068.811386
  nChanged 3
		SP:Iteration 27Q (7987.380000 sec): 3 clusters
  Score: Raw -10201602.135550 + Penalty 5531.782545 = -10196070.353006
  nChanged 2
		SP:Iteration 28Q (7987.560000 sec): 3 clusters
  Score: Raw -10201605.346746 + Penalty 5531.782545 = -10196073.564201
  nChanged 2
		SP:Iteration 29Q (7987.730000 sec): 3 clusters
  Score: Raw -10201608.136967 + Penalty 5531.782545 = -10196076.354422
  nChanged 2
		SP:Iteration 30Q (7987.910000 sec): 3 clusters
  Score: Raw -10201610.034265 + Penalty 5531.782545 = -10196078.251720
  nChanged 1
		SP:Iteration 31Q (7988.090000 sec): 3 clusters
  Score: Raw -10201610.384964 + Penalty 5531.782545 = -10196078.602419
  nChanged 1
		SP:Iteration 32Q (7988.280000 sec): 3 clusters
  Score: Raw -10201611.102427 + Penalty 5531.782545 = -10196079.319882
  nChanged 2
		SP:Iteration 33Q (7988.450000 sec): 3 clusters
  Score: Raw -10201611.743937 + Penalty 5531.782545 = -10196079.961392
  nChanged 1
		SP:Iteration 34Q (7988.630000 sec): 3 clusters
  Score: Raw -10201612.011507 + Penalty 5531.782545 = -10196080.228962
  nChanged 0
		SP:Iteration 35F (7988.880000 sec): 3 clusters
  Score: Raw -10201612.011507 + Penalty 5531.782545 = -10196080.228962
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7988.920000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7988.930000 sec): 3 clusters
  Score: Raw -385273.985994 + Penalty 3923.652944 = -381350.333050
  nChanged 919
		SP:Iteration 1F (7988.940000 sec): 3 clusters
  Score: Raw -385847.332885 + Penalty 3923.652944 = -381923.679942
  nChanged 176
		SP:Iteration 2F (7988.940000 sec): 3 clusters
  Score: Raw -385963.051473 + Penalty 3923.652944 = -382039.398530
  nChanged 102
		SP:Iteration 3Q (7988.950000 sec): 3 clusters
  Score: Raw -386034.182361 + Penalty 3923.652944 = -382110.529417
  nChanged 71
		SP:Iteration 4Q (7988.960000 sec): 3 clusters
  Score: Raw -386083.912087 + Penalty 3923.652944 = -382160.259143
  nChanged 56
		SP:Iteration 5Q (7988.970000 sec): 3 clusters
  Score: Raw -386109.545980 + Penalty 3923.652944 = -382185.893036
  nChanged 30
		SP:Iteration 6Q (7988.980000 sec): 3 clusters
  Score: Raw -386127.050091 + Penalty 3923.652944 = -382203.397147
  nChanged 31
		SP:Iteration 7Q (7988.990000 sec): 3 clusters
  Score: Raw -386142.066127 + Penalty 3923.652944 = -382218.413184
  nChanged 32
		SP:Iteration 8Q (7989.000000 sec): 3 clusters
  Score: Raw -386162.342609 + Penalty 3923.652944 = -382238.689666
  nChanged 33
		SP:Iteration 9Q (7989.010000 sec): 3 clusters
  Score: Raw -386180.653058 + Penalty 3923.652944 = -382257.000115
  nChanged 24
		SP:Iteration 10Q (7989.020000 sec): 3 clusters
  Score: Raw -386192.968529 + Penalty 3923.652944 = -382269.315586
  nChanged 24
		SP:Iteration 11Q (7989.030000 sec): 3 clusters
  Score: Raw -386208.143214 + Penalty 3923.652944 = -382284.490270
  nChanged 19
		SP:Iteration 12Q (7989.040000 sec): 3 clusters
  Score: Raw -386217.759332 + Penalty 3923.652944 = -382294.106389
  nChanged 17
		SP:Iteration 13Q (7989.050000 sec): 3 clusters
  Score: Raw -386226.629595 + Penalty 3923.652944 = -382302.976651
  nChanged 16
		SP:Iteration 14Q (7989.060000 sec): 3 clusters
  Score: Raw -386235.253919 + Penalty 3923.652944 = -382311.600975
  nChanged 18
		SP:Iteration 15Q (7989.060000 sec): 3 clusters
  Score: Raw -386245.778859 + Penalty 3923.652944 = -382322.125916
  nChanged 20
		SP:Iteration 16Q (7989.070000 sec): 3 clusters
  Score: Raw -386256.302266 + Penalty 3923.652944 = -382332.649323
  nChanged 10
		SP:Iteration 17Q (7989.080000 sec): 3 clusters
  Score: Raw -386262.480460 + Penalty 3923.652944 = -382338.827517
  nChanged 10
		SP:Iteration 18Q (7989.090000 sec): 3 clusters
  Score: Raw -386266.437475 + Penalty 3923.652944 = -382342.784531
  nChanged 8
		SP:Iteration 19Q (7989.100000 sec): 3 clusters
  Score: Raw -386270.150864 + Penalty 3923.652944 = -382346.497920
  nChanged 4
		SP:Iteration 20F (7989.110000 sec): 3 clusters
  Score: Raw -386271.182298 + Penalty 3923.652944 = -382347.529355
  nChanged 5
		SP:Iteration 21Q (7989.120000 sec): 3 clusters
  Score: Raw -386273.461961 + Penalty 3923.652944 = -382349.809017
  nChanged 6
		SP:Iteration 22Q (7989.130000 sec): 3 clusters
  Score: Raw -386275.802899 + Penalty 3923.652944 = -382352.149956
  nChanged 6
		SP:Iteration 23Q (7989.140000 sec): 3 clusters
  Score: Raw -386279.808703 + Penalty 3923.652944 = -382356.155760
  nChanged 6
		SP:Iteration 24Q (7989.150000 sec): 3 clusters
  Score: Raw -386282.812719 + Penalty 3923.652944 = -382359.159775
  nChanged 8
		SP:Iteration 25Q (7989.160000 sec): 3 clusters
  Score: Raw -386287.114139 + Penalty 3923.652944 = -382363.461196
  nChanged 8
		SP:Iteration 26Q (7989.160000 sec): 3 clusters
  Score: Raw -386290.699950 + Penalty 3923.652944 = -382367.047007
  nChanged 6
		SP:Iteration 27Q (7989.180000 sec): 3 clusters
  Score: Raw -386293.151072 + Penalty 3923.652944 = -382369.498129
  nChanged 7
		SP:Iteration 28Q (7989.180000 sec): 3 clusters
  Score: Raw -386297.160893 + Penalty 3923.652944 = -382373.507949
  nChanged 12
		SP:Iteration 29Q (7989.190000 sec): 3 clusters
  Score: Raw -386305.773462 + Penalty 3923.652944 = -382382.120519
  nChanged 11
		SP:Iteration 30Q (7989.200000 sec): 3 clusters
  Score: Raw -386312.855621 + Penalty 3923.652944 = -382389.202677
  nChanged 11
		SP:Iteration 31Q (7989.210000 sec): 3 clusters
  Score: Raw -386319.542888 + Penalty 3923.652944 = -382395.889944
  nChanged 12
		SP:Iteration 32Q (7989.220000 sec): 3 clusters
  Score: Raw -386326.795795 + Penalty 3923.652944 = -382403.142851
  nChanged 7
		SP:Iteration 33Q (7989.230000 sec): 3 clusters
  Score: Raw -386330.148800 + Penalty 3923.652944 = -382406.495856
  nChanged 5
		SP:Iteration 34Q (7989.240000 sec): 3 clusters
  Score: Raw -386333.451203 + Penalty 3923.652944 = -382409.798259
  nChanged 7
		SP:Iteration 35Q (7989.250000 sec): 3 clusters
  Score: Raw -386338.006086 + Penalty 3923.652944 = -382414.353142
  nChanged 6
		SP:Iteration 36Q (7989.260000 sec): 3 clusters
  Score: Raw -386339.737924 + Penalty 3923.652944 = -382416.084980
  nChanged 0
		SP:Iteration 37F (7989.260000 sec): 3 clusters
  Score: Raw -386339.737924 + Penalty 3923.652944 = -382416.084980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7989.270000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7989.280000 sec): 3 clusters
  Score: Raw -168814.713196 + Penalty 3494.272938 = -165320.440258
  nChanged 314
		SP:Iteration 1F (7989.280000 sec): 3 clusters
  Score: Raw -169137.198231 + Penalty 3494.272938 = -165642.925292
  nChanged 76
		SP:Iteration 2F (7989.280000 sec): 3 clusters
  Score: Raw -169225.045796 + Penalty 3494.272938 = -165730.772858
  nChanged 33
		SP:Iteration 3Q (7989.290000 sec): 3 clusters
  Score: Raw -169261.155565 + Penalty 3494.272938 = -165766.882627
  nChanged 19
		SP:Iteration 4Q (7989.290000 sec): 3 clusters
  Score: Raw -169284.663245 + Penalty 3494.272938 = -165790.390307
  nChanged 10
		SP:Iteration 5Q (7989.290000 sec): 3 clusters
  Score: Raw -169298.966679 + Penalty 3494.272938 = -165804.693741
  nChanged 13
		SP:Iteration 6Q (7989.300000 sec): 3 clusters
  Score: Raw -169314.941428 + Penalty 3494.272938 = -165820.668490
  nChanged 3
		SP:Iteration 7Q (7989.300000 sec): 3 clusters
  Score: Raw -169317.233273 + Penalty 3494.272938 = -165822.960335
  nChanged 1
		SP:Iteration 8Q (7989.300000 sec): 3 clusters
  Score: Raw -169318.104373 + Penalty 3494.272938 = -165823.831435
  nChanged 1
		SP:Iteration 9Q (7989.310000 sec): 3 clusters
  Score: Raw -169319.085341 + Penalty 3494.272938 = -165824.812403
  nChanged 3
		SP:Iteration 10Q (7989.310000 sec): 3 clusters
  Score: Raw -169322.218925 + Penalty 3494.272938 = -165827.945987
  nChanged 3
		SP:Iteration 11Q (7989.320000 sec): 3 clusters
  Score: Raw -169325.641208 + Penalty 3494.272938 = -165831.368270
  nChanged 1
		SP:Iteration 12Q (7989.320000 sec): 3 clusters
  Score: Raw -169326.239958 + Penalty 3494.272938 = -165831.967020
  nChanged 1
		SP:Iteration 13Q (7989.320000 sec): 3 clusters
  Score: Raw -169327.132636 + Penalty 3494.272938 = -165832.859698
  nChanged 1
		SP:Iteration 14Q (7989.330000 sec): 3 clusters
  Score: Raw -169328.058997 + Penalty 3494.272938 = -165833.786059
  nChanged 2
		SP:Iteration 15Q (7989.330000 sec): 3 clusters
  Score: Raw -169330.560320 + Penalty 3494.272938 = -165836.287382
  nChanged 2
		SP:Iteration 16Q (7989.340000 sec): 3 clusters
  Score: Raw -169332.690646 + Penalty 3494.272938 = -165838.417707
  nChanged 1
		SP:Iteration 17Q (7989.340000 sec): 3 clusters
  Score: Raw -169333.315918 + Penalty 3494.272938 = -165839.042980
  nChanged 0
		SP:Iteration 18F (7989.340000 sec): 3 clusters
  Score: Raw -169333.315918 + Penalty 3494.272938 = -165839.042980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7989.350000 sec): 2 clusters
  Score: Raw -257203.131277 + Penalty 1864.614590 = -255338.516687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7989.360000 sec): 3 clusters
  Score: Raw -256694.228034 + Penalty 3729.229180 = -252964.998855
  nChanged 622
		SP:Iteration 1F (7989.360000 sec): 3 clusters
  Score: Raw -257621.444510 + Penalty 3729.229180 = -253892.215330
  nChanged 236
		SP:Iteration 2F (7989.370000 sec): 3 clusters
  Score: Raw -258143.303788 + Penalty 3729.229180 = -254414.074609
  nChanged 167
		SP:Iteration 3F (7989.380000 sec): 3 clusters
  Score: Raw -258445.445594 + Penalty 3729.229180 = -254716.216415
  nChanged 107
		SP:Iteration 4F (7989.380000 sec): 3 clusters
  Score: Raw -258610.158495 + Penalty 3729.229180 = -254880.929316
  nChanged 73
		SP:Iteration 5Q (7989.390000 sec): 3 clusters
  Score: Raw -258721.770502 + Penalty 3729.229180 = -254992.541323
  nChanged 38
		SP:Iteration 6Q (7989.390000 sec): 3 clusters
  Score: Raw -258787.300336 + Penalty 3729.229180 = -255058.071157
  nChanged 28
		SP:Iteration 7Q (7989.400000 sec): 3 clusters
  Score: Raw -258838.499784 + Penalty 3729.229180 = -255109.270605
  nChanged 15
		SP:Iteration 8Q (7989.400000 sec): 3 clusters
  Score: Raw -258865.658867 + Penalty 3729.229180 = -255136.429688
  nChanged 15
		SP:Iteration 9Q (7989.410000 sec): 3 clusters
  Score: Raw -258887.348466 + Penalty 3729.229180 = -255158.119287
  nChanged 9
		SP:Iteration 10Q (7989.420000 sec): 3 clusters
  Score: Raw -258895.786035 + Penalty 3729.229180 = -255166.556856
  nChanged 5
		SP:Iteration 11Q (7989.420000 sec): 3 clusters
  Score: Raw -258901.921112 + Penalty 3729.229180 = -255172.691932
  nChanged 4
		SP:Iteration 12Q (7989.430000 sec): 3 clusters
  Score: Raw -258904.558100 + Penalty 3729.229180 = -255175.328921
  nChanged 3
		SP:Iteration 13Q (7989.430000 sec): 3 clusters
  Score: Raw -258909.016185 + Penalty 3729.229180 = -255179.787006
  nChanged 3
		SP:Iteration 14Q (7989.440000 sec): 3 clusters
  Score: Raw -258910.669789 + Penalty 3729.229180 = -255181.440610
  nChanged 1
		SP:Iteration 15Q (7989.440000 sec): 3 clusters
  Score: Raw -258911.485793 + Penalty 3729.229180 = -255182.256613
  nChanged 0
		SP:Iteration 16F (7989.450000 sec): 3 clusters
  Score: Raw -258911.485793 + Penalty 3729.229180 = -255182.256613
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10876 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7989.480000 sec): 2 clusters
  Score: Raw -1661921.867796 + Penalty 2304.989824 = -1659616.877973
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7989.520000 sec): 3 clusters
  Score: Raw -1655923.550001 + Penalty 4609.979648 = -1651313.570353
  nChanged 4579
		SP:Iteration 1F (7989.560000 sec): 3 clusters
  Score: Raw -1658317.625542 + Penalty 4609.979648 = -1653707.645894
  nChanged 691
		SP:Iteration 2F (7989.600000 sec): 3 clusters
  Score: Raw -1658587.145613 + Penalty 4609.979648 = -1653977.165965
  nChanged 481
		SP:Iteration 3Q (7989.640000 sec): 3 clusters
  Score: Raw -1658764.647978 + Penalty 4609.979648 = -1654154.668331
  nChanged 378
		SP:Iteration 4Q (7989.680000 sec): 3 clusters
  Score: Raw -1658908.498848 + Penalty 4609.979648 = -1654298.519200
  nChanged 322
		SP:Iteration 5Q (7989.720000 sec): 3 clusters
  Score: Raw -1659028.802603 + Penalty 4609.979648 = -1654418.822955
  nChanged 289
		SP:Iteration 6Q (7989.750000 sec): 3 clusters
  Score: Raw -1659152.827409 + Penalty 4609.979648 = -1654542.847762
  nChanged 292
		SP:Iteration 7Q (7989.790000 sec): 3 clusters
  Score: Raw -1659288.811065 + Penalty 4609.979648 = -1654678.831418
  nChanged 332
		SP:Iteration 8Q (7989.830000 sec): 3 clusters
  Score: Raw -1659430.351067 + Penalty 4609.979648 = -1654820.371419
  nChanged 326
		SP:Iteration 9Q (7989.870000 sec): 3 clusters
  Score: Raw -1659576.750564 + Penalty 4609.979648 = -1654966.770916
  nChanged 321
		SP:Iteration 10Q (7989.900000 sec): 3 clusters
  Score: Raw -1659732.396567 + Penalty 4609.979648 = -1655122.416919
  nChanged 314
		SP:Iteration 11Q (7989.940000 sec): 3 clusters
  Score: Raw -1659883.401700 + Penalty 4609.979648 = -1655273.422053
  nChanged 310
		SP:Iteration 12Q (7989.980000 sec): 3 clusters
  Score: Raw -1660028.880508 + Penalty 4609.979648 = -1655418.900861
  nChanged 329
		SP:Iteration 13Q (7990.010000 sec): 3 clusters
  Score: Raw -1660196.825528 + Penalty 4609.979648 = -1655586.845880
  nChanged 329
		SP:Iteration 14Q (7990.050000 sec): 3 clusters
  Score: Raw -1660371.300107 + Penalty 4609.979648 = -1655761.320459
  nChanged 340
		SP:Iteration 15Q (7990.090000 sec): 3 clusters
  Score: Raw -1660565.127143 + Penalty 4609.979648 = -1655955.147495
  nChanged 345
		SP:Iteration 16Q (7990.120000 sec): 3 clusters
  Score: Raw -1660786.267180 + Penalty 4609.979648 = -1656176.287532
  nChanged 345
		SP:Iteration 17Q (7990.160000 sec): 3 clusters
  Score: Raw -1661011.739431 + Penalty 4609.979648 = -1656401.759783
  nChanged 311
		SP:Iteration 18Q (7990.190000 sec): 3 clusters
  Score: Raw -1661230.490860 + Penalty 4609.979648 = -1656620.511212
  nChanged 294
		SP:Iteration 19Q (7990.230000 sec): 3 clusters
  Score: Raw -1661437.184403 + Penalty 4609.979648 = -1656827.204755
  nChanged 258
		SP:Iteration 20F (7990.260000 sec): 3 clusters
  Score: Raw -1661631.219221 + Penalty 4609.979648 = -1657021.239574
  nChanged 212
		SP:Iteration 21Q (7990.290000 sec): 3 clusters
  Score: Raw -1661778.049978 + Penalty 4609.979648 = -1657168.070330
  nChanged 146
		SP:Iteration 22Q (7990.330000 sec): 3 clusters
  Score: Raw -1661881.444586 + Penalty 4609.979648 = -1657271.464938
  nChanged 98
		SP:Iteration 23Q (7990.350000 sec): 3 clusters
  Score: Raw -1661946.457022 + Penalty 4609.979648 = -1657336.477375
  nChanged 77
		SP:Iteration 24Q (7990.390000 sec): 3 clusters
  Score: Raw -1662000.028310 + Penalty 4609.979648 = -1657390.048662
  nChanged 64
		SP:Iteration 25Q (7990.410000 sec): 3 clusters
  Score: Raw -1662048.126255 + Penalty 4609.979648 = -1657438.146607
  nChanged 48
		SP:Iteration 26Q (7990.440000 sec): 3 clusters
  Score: Raw -1662083.371688 + Penalty 4609.979648 = -1657473.392041
  nChanged 38
		SP:Iteration 27Q (7990.470000 sec): 3 clusters
  Score: Raw -1662113.592336 + Penalty 4609.979648 = -1657503.612689
  nChanged 38
		SP:Iteration 28Q (7990.500000 sec): 3 clusters
  Score: Raw -1662142.958036 + Penalty 4609.979648 = -1657532.978389
  nChanged 34
		SP:Iteration 29Q (7990.530000 sec): 3 clusters
  Score: Raw -1662172.273522 + Penalty 4609.979648 = -1657562.293874
  nChanged 32
		SP:Iteration 30Q (7990.550000 sec): 3 clusters
  Score: Raw -1662194.432449 + Penalty 4609.979648 = -1657584.452801
  nChanged 22
		SP:Iteration 31Q (7990.580000 sec): 3 clusters
  Score: Raw -1662212.362822 + Penalty 4609.979648 = -1657602.383174
  nChanged 18
		SP:Iteration 32Q (7990.610000 sec): 3 clusters
  Score: Raw -1662228.385526 + Penalty 4609.979648 = -1657618.405878
  nChanged 12
		SP:Iteration 33Q (7990.640000 sec): 3 clusters
  Score: Raw -1662236.214801 + Penalty 4609.979648 = -1657626.235153
  nChanged 6
		SP:Iteration 34Q (7990.670000 sec): 3 clusters
  Score: Raw -1662240.118811 + Penalty 4609.979648 = -1657630.139163
  nChanged 7
		SP:Iteration 35Q (7990.690000 sec): 3 clusters
  Score: Raw -1662246.241401 + Penalty 4609.979648 = -1657636.261754
  nChanged 5
		SP:Iteration 36Q (7990.720000 sec): 3 clusters
  Score: Raw -1662249.639084 + Penalty 4609.979648 = -1657639.659436
  nChanged 4
		SP:Iteration 37Q (7990.750000 sec): 3 clusters
  Score: Raw -1662251.551390 + Penalty 4609.979648 = -1657641.571742
  nChanged 2
		SP:Iteration 38Q (7990.770000 sec): 3 clusters
  Score: Raw -1662252.459603 + Penalty 4609.979648 = -1657642.479956
  nChanged 0
		SP:Iteration 39F (7990.810000 sec): 3 clusters
  Score: Raw -1662252.459603 + Penalty 4609.979648 = -1657642.479956
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7990.850000 sec): 2 clusters
  Score: Raw -1984739.000685 + Penalty 2369.497749 = -1982369.502936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7990.900000 sec): 3 clusters
  Score: Raw -1976818.362714 + Penalty 4738.995498 = -1972079.367216
  nChanged 6020
		SP:Iteration 1F (7990.950000 sec): 3 clusters
  Score: Raw -1979949.235580 + Penalty 4738.995498 = -1975210.240082
  nChanged 810
		SP:Iteration 2F (7991.000000 sec): 3 clusters
  Score: Raw -1980310.222713 + Penalty 4738.995498 = -1975571.227215
  nChanged 745
		SP:Iteration 3F (7991.050000 sec): 3 clusters
  Score: Raw -1980653.142993 + Penalty 4738.995498 = -1975914.147495
  nChanged 684
		SP:Iteration 4Q (7991.090000 sec): 3 clusters
  Score: Raw -1980967.958828 + Penalty 4738.995498 = -1976228.963330
  nChanged 628
		SP:Iteration 5Q (7991.140000 sec): 3 clusters
  Score: Raw -1981252.462712 + Penalty 4738.995498 = -1976513.467214
  nChanged 590
		SP:Iteration 6Q (7991.190000 sec): 3 clusters
  Score: Raw -1981547.591878 + Penalty 4738.995498 = -1976808.596380
  nChanged 587
		SP:Iteration 7Q (7991.240000 sec): 3 clusters
  Score: Raw -1981855.075512 + Penalty 4738.995498 = -1977116.080014
  nChanged 584
		SP:Iteration 8Q (7991.290000 sec): 3 clusters
  Score: Raw -1982169.352336 + Penalty 4738.995498 = -1977430.356838
  nChanged 575
		SP:Iteration 9Q (7991.340000 sec): 3 clusters
  Score: Raw -1982487.870707 + Penalty 4738.995498 = -1977748.875209
  nChanged 556
		SP:Iteration 10Q (7991.390000 sec): 3 clusters
  Score: Raw -1982789.190842 + Penalty 4738.995498 = -1978050.195344
  nChanged 475
		SP:Iteration 11Q (7991.430000 sec): 3 clusters
  Score: Raw -1983037.077846 + Penalty 4738.995498 = -1978298.082348
  nChanged 451
		SP:Iteration 12Q (7991.480000 sec): 3 clusters
  Score: Raw -1983284.792854 + Penalty 4738.995498 = -1978545.797356
  nChanged 405
		SP:Iteration 13Q (7991.530000 sec): 3 clusters
  Score: Raw -1983501.606355 + Penalty 4738.995498 = -1978762.610857
  nChanged 400
		SP:Iteration 14Q (7991.570000 sec): 3 clusters
  Score: Raw -1983761.452231 + Penalty 4738.995498 = -1979022.456733
  nChanged 371
		SP:Iteration 15Q (7991.620000 sec): 3 clusters
  Score: Raw -1983995.699535 + Penalty 4738.995498 = -1979256.704037
  nChanged 305
		SP:Iteration 16Q (7991.660000 sec): 3 clusters
  Score: Raw -1984190.500228 + Penalty 4738.995498 = -1979451.504730
  nChanged 252
		SP:Iteration 17Q (7991.710000 sec): 3 clusters
  Score: Raw -1984323.169831 + Penalty 4738.995498 = -1979584.174333
  nChanged 195
		SP:Iteration 18Q (7991.750000 sec): 3 clusters
  Score: Raw -1984441.306467 + Penalty 4738.995498 = -1979702.310969
  nChanged 163
		SP:Iteration 19Q (7991.790000 sec): 3 clusters
  Score: Raw -1984539.150060 + Penalty 4738.995498 = -1979800.154562
  nChanged 156
		SP:Iteration 20F (7991.840000 sec): 3 clusters
  Score: Raw -1984619.958313 + Penalty 4738.995498 = -1979880.962816
  nChanged 125
		SP:Iteration 21Q (7991.880000 sec): 3 clusters
  Score: Raw -1984688.714075 + Penalty 4738.995498 = -1979949.718577
  nChanged 121
		SP:Iteration 22Q (7991.920000 sec): 3 clusters
  Score: Raw -1984747.525684 + Penalty 4738.995498 = -1980008.530186
  nChanged 90
		SP:Iteration 23Q (7991.960000 sec): 3 clusters
  Score: Raw -1984787.109755 + Penalty 4738.995498 = -1980048.114257
  nChanged 73
		SP:Iteration 24Q (7992.000000 sec): 3 clusters
  Score: Raw -1984821.523277 + Penalty 4738.995498 = -1980082.527779
  nChanged 71
		SP:Iteration 25Q (7992.040000 sec): 3 clusters
  Score: Raw -1984851.764854 + Penalty 4738.995498 = -1980112.769356
  nChanged 68
		SP:Iteration 26Q (7992.080000 sec): 3 clusters
  Score: Raw -1984881.935756 + Penalty 4738.995498 = -1980142.940258
  nChanged 56
		SP:Iteration 27Q (7992.120000 sec): 3 clusters
  Score: Raw -1984903.630187 + Penalty 4738.995498 = -1980164.634689
  nChanged 43
		SP:Iteration 28Q (7992.150000 sec): 3 clusters
  Score: Raw -1984919.327375 + Penalty 4738.995498 = -1980180.331877
  nChanged 39
		SP:Iteration 29Q (7992.190000 sec): 3 clusters
  Score: Raw -1984931.833638 + Penalty 4738.995498 = -1980192.838140
  nChanged 28
		SP:Iteration 30Q (7992.230000 sec): 3 clusters
  Score: Raw -1984941.594662 + Penalty 4738.995498 = -1980202.599165
  nChanged 29
		SP:Iteration 31Q (7992.270000 sec): 3 clusters
  Score: Raw -1984950.825290 + Penalty 4738.995498 = -1980211.829792
  nChanged 37
		SP:Iteration 32Q (7992.310000 sec): 3 clusters
  Score: Raw -1984963.376261 + Penalty 4738.995498 = -1980224.380763
  nChanged 35
		SP:Iteration 33Q (7992.350000 sec): 3 clusters
  Score: Raw -1984974.859845 + Penalty 4738.995498 = -1980235.864348
  nChanged 27
		SP:Iteration 34Q (7992.380000 sec): 3 clusters
  Score: Raw -1984983.818785 + Penalty 4738.995498 = -1980244.823287
  nChanged 22
		SP:Iteration 35Q (7992.420000 sec): 3 clusters
  Score: Raw -1984991.320472 + Penalty 4738.995498 = -1980252.324974
  nChanged 27
		SP:Iteration 36Q (7992.460000 sec): 3 clusters
  Score: Raw -1985000.663944 + Penalty 4738.995498 = -1980261.668446
  nChanged 22
		SP:Iteration 37Q (7992.490000 sec): 3 clusters
  Score: Raw -1985009.535445 + Penalty 4738.995498 = -1980270.539947
  nChanged 18
		SP:Iteration 38Q (7992.530000 sec): 3 clusters
  Score: Raw -1985015.741450 + Penalty 4738.995498 = -1980276.745952
  nChanged 19
		SP:Iteration 39Q (7992.570000 sec): 3 clusters
  Score: Raw -1985021.720003 + Penalty 4738.995498 = -1980282.724505
  nChanged 21
		SP:Iteration 40F (7992.620000 sec): 3 clusters
  Score: Raw -1985028.123422 + Penalty 4738.995498 = -1980289.127924
  nChanged 20
		SP:Iteration 41Q (7992.650000 sec): 3 clusters
  Score: Raw -1985035.678308 + Penalty 4738.995498 = -1980296.682810
  nChanged 18
		SP:Iteration 42Q (7992.690000 sec): 3 clusters
  Score: Raw -1985043.112082 + Penalty 4738.995498 = -1980304.116584
  nChanged 20
		SP:Iteration 43Q (7992.730000 sec): 3 clusters
  Score: Raw -1985050.227921 + Penalty 4738.995498 = -1980311.232423
  nChanged 16
		SP:Iteration 44Q (7992.770000 sec): 3 clusters
  Score: Raw -1985054.803759 + Penalty 4738.995498 = -1980315.808261
  nChanged 19
		SP:Iteration 45Q (7992.810000 sec): 3 clusters
  Score: Raw -1985060.987610 + Penalty 4738.995498 = -1980321.992112
  nChanged 17
		SP:Iteration 46Q (7992.840000 sec): 3 clusters
  Score: Raw -1985067.997670 + Penalty 4738.995498 = -1980329.002172
  nChanged 17
		SP:Iteration 47Q (7992.880000 sec): 3 clusters
  Score: Raw -1985075.022171 + Penalty 4738.995498 = -1980336.026674
  nChanged 18
		SP:Iteration 48Q (7992.910000 sec): 3 clusters
  Score: Raw -1985082.861474 + Penalty 4738.995498 = -1980343.865976
  nChanged 24
		SP:Iteration 49Q (7992.950000 sec): 3 clusters
  Score: Raw -1985091.441146 + Penalty 4738.995498 = -1980352.445648
  nChanged 22
		SP:Iteration 50Q (7992.990000 sec): 3 clusters
  Score: Raw -1985103.346866 + Penalty 4738.995498 = -1980364.351369
  nChanged 26
		SP:Iteration 51Q (7993.030000 sec): 3 clusters
  Score: Raw -1985117.284715 + Penalty 4738.995498 = -1980378.289217
  nChanged 26
		SP:Iteration 52Q (7993.070000 sec): 3 clusters
  Score: Raw -1985126.959333 + Penalty 4738.995498 = -1980387.963835
  nChanged 19
		SP:Iteration 53Q (7993.100000 sec): 3 clusters
  Score: Raw -1985135.658617 + Penalty 4738.995498 = -1980396.663120
  nChanged 16
		SP:Iteration 54Q (7993.140000 sec): 3 clusters
  Score: Raw -1985140.698954 + Penalty 4738.995498 = -1980401.703456
  nChanged 9
		SP:Iteration 55Q (7993.170000 sec): 3 clusters
  Score: Raw -1985145.810298 + Penalty 4738.995498 = -1980406.814800
  nChanged 14
		SP:Iteration 56Q (7993.210000 sec): 3 clusters
  Score: Raw -1985152.959075 + Penalty 4738.995498 = -1980413.963578
  nChanged 10
		SP:Iteration 57Q (7993.250000 sec): 3 clusters
  Score: Raw -1985156.558716 + Penalty 4738.995498 = -1980417.563218
  nChanged 8
		SP:Iteration 58Q (7993.290000 sec): 3 clusters
  Score: Raw -1985160.710870 + Penalty 4738.995498 = -1980421.715372
  nChanged 7
		SP:Iteration 59Q (7993.320000 sec): 3 clusters
  Score: Raw -1985164.425069 + Penalty 4738.995498 = -1980425.429571
  nChanged 3
		SP:Iteration 60F (7993.370000 sec): 3 clusters
  Score: Raw -1985165.609073 + Penalty 4738.995498 = -1980426.613575
  nChanged 2
		SP:Iteration 61Q (7993.410000 sec): 3 clusters
  Score: Raw -1985166.771161 + Penalty 4738.995498 = -1980427.775663
  nChanged 6
		SP:Iteration 62Q (7993.440000 sec): 3 clusters
  Score: Raw -1985169.068021 + Penalty 4738.995498 = -1980430.072523
  nChanged 4
		SP:Iteration 63Q (7993.480000 sec): 3 clusters
  Score: Raw -1985169.969602 + Penalty 4738.995498 = -1980430.974104
  nChanged 1
		SP:Iteration 64Q (7993.520000 sec): 3 clusters
  Score: Raw -1985170.150578 + Penalty 4738.995498 = -1980431.155080
  nChanged 0
		SP:Iteration 65F (7993.560000 sec): 3 clusters
  Score: Raw -1985170.150578 + Penalty 4738.995498 = -1980431.155080
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7993.570000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7993.570000 sec): 3 clusters
  Score: Raw -73222.322890 + Penalty 3074.445443 = -70147.877447
  nChanged 72
		SP:Iteration 1F (7993.580000 sec): 3 clusters
  Score: Raw -73365.413741 + Penalty 3074.445443 = -70290.968298
  nChanged 17
		SP:Iteration 2Q (7993.580000 sec): 3 clusters
  Score: Raw -73404.452581 + Penalty 3074.445443 = -70330.007138
  nChanged 6
		SP:Iteration 3Q (7993.580000 sec): 3 clusters
  Score: Raw -73416.282198 + Penalty 3074.445443 = -70341.836755
  nChanged 2
		SP:Iteration 4Q (7993.580000 sec): 3 clusters
  Score: Raw -73420.205228 + Penalty 3074.445443 = -70345.759785
  nChanged 1
		SP:Iteration 5Q (7993.580000 sec): 3 clusters
  Score: Raw -73422.969099 + Penalty 3074.445443 = -70348.523656
  nChanged 1
		SP:Iteration 6Q (7993.590000 sec): 3 clusters
  Score: Raw -73423.910940 + Penalty 3074.445443 = -70349.465496
  nChanged 0
		SP:Iteration 7F (7993.590000 sec): 3 clusters
  Score: Raw -73423.910940 + Penalty 3074.445443 = -70349.465496
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7993.590000 sec): 2 clusters
  Score: Raw -309960.698442 + Penalty 1905.712369 = -308054.986074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7993.600000 sec): 3 clusters
  Score: Raw -309089.080655 + Penalty 3811.424738 = -305277.655917
  nChanged 714
		SP:Iteration 1F (7993.610000 sec): 3 clusters
  Score: Raw -309564.465783 + Penalty 3811.424738 = -305753.041045
  nChanged 164
		SP:Iteration 2F (7993.620000 sec): 3 clusters
  Score: Raw -309703.264451 + Penalty 3811.424738 = -305891.839713
  nChanged 94
		SP:Iteration 3Q (7993.630000 sec): 3 clusters
  Score: Raw -309779.591675 + Penalty 3811.424738 = -305968.166937
  nChanged 62
		SP:Iteration 4Q (7993.630000 sec): 3 clusters
  Score: Raw -309824.301444 + Penalty 3811.424738 = -306012.876707
  nChanged 45
		SP:Iteration 5Q (7993.640000 sec): 3 clusters
  Score: Raw -309850.693693 + Penalty 3811.424738 = -306039.268956
  nChanged 25
		SP:Iteration 6Q (7993.650000 sec): 3 clusters
  Score: Raw -309869.662746 + Penalty 3811.424738 = -306058.238008
  nChanged 21
		SP:Iteration 7Q (7993.650000 sec): 3 clusters
  Score: Raw -309885.867543 + Penalty 3811.424738 = -306074.442805
  nChanged 17
		SP:Iteration 8Q (7993.660000 sec): 3 clusters
  Score: Raw -309897.897758 + Penalty 3811.424738 = -306086.473020
  nChanged 17
		SP:Iteration 9Q (7993.670000 sec): 3 clusters
  Score: Raw -309908.903093 + Penalty 3811.424738 = -306097.478355
  nChanged 17
		SP:Iteration 10Q (7993.670000 sec): 3 clusters
  Score: Raw -309920.188103 + Penalty 3811.424738 = -306108.763366
  nChanged 15
		SP:Iteration 11Q (7993.680000 sec): 3 clusters
  Score: Raw -309929.252242 + Penalty 3811.424738 = -306117.827505
  nChanged 10
		SP:Iteration 12Q (7993.690000 sec): 3 clusters
  Score: Raw -309934.180842 + Penalty 3811.424738 = -306122.756105
  nChanged 11
		SP:Iteration 13Q (7993.700000 sec): 3 clusters
  Score: Raw -309940.480869 + Penalty 3811.424738 = -306129.056131
  nChanged 6
		SP:Iteration 14Q (7993.710000 sec): 3 clusters
  Score: Raw -309944.520896 + Penalty 3811.424738 = -306133.096158
  nChanged 4
		SP:Iteration 15Q (7993.710000 sec): 3 clusters
  Score: Raw -309946.791394 + Penalty 3811.424738 = -306135.366656
  nChanged 3
		SP:Iteration 16Q (7993.720000 sec): 3 clusters
  Score: Raw -309948.262731 + Penalty 3811.424738 = -306136.837994
  nChanged 3
		SP:Iteration 17Q (7993.730000 sec): 3 clusters
  Score: Raw -309949.987537 + Penalty 3811.424738 = -306138.562800
  nChanged 3
		SP:Iteration 18Q (7993.730000 sec): 3 clusters
  Score: Raw -309952.484343 + Penalty 3811.424738 = -306141.059606
  nChanged 3
		SP:Iteration 19Q (7993.740000 sec): 3 clusters
  Score: Raw -309955.925222 + Penalty 3811.424738 = -306144.500485
  nChanged 5
		SP:Iteration 20F (7993.750000 sec): 3 clusters
  Score: Raw -309959.078814 + Penalty 3811.424738 = -306147.654076
  nChanged 6
		SP:Iteration 21Q (7993.760000 sec): 3 clusters
  Score: Raw -309961.999839 + Penalty 3811.424738 = -306150.575101
  nChanged 4
		SP:Iteration 22Q (7993.760000 sec): 3 clusters
  Score: Raw -309964.973355 + Penalty 3811.424738 = -306153.548617
  nChanged 4
		SP:Iteration 23Q (7993.770000 sec): 3 clusters
  Score: Raw -309966.367989 + Penalty 3811.424738 = -306154.943251
  nChanged 2
		SP:Iteration 24Q (7993.780000 sec): 3 clusters
  Score: Raw -309967.593634 + Penalty 3811.424738 = -306156.168896
  nChanged 0
		SP:Iteration 25F (7993.790000 sec): 3 clusters
  Score: Raw -309967.593634 + Penalty 3811.424738 = -306156.168896
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7993.890000 sec): 2 clusters
  Score: Raw -4594982.282276 + Penalty 2568.412983 = -4592413.869294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7994.000000 sec): 3 clusters
  Score: Raw -4575970.624280 + Penalty 5136.825965 = -4570833.798314
  nChanged 14370
		SP:Iteration 1F (7994.110000 sec): 3 clusters
  Score: Raw -4583830.593971 + Penalty 5136.825965 = -4578693.768006
  nChanged 1468
		SP:Iteration 2Q (7994.220000 sec): 3 clusters
  Score: Raw -4584385.938462 + Penalty 5136.825965 = -4579249.112497
  nChanged 1514
		SP:Iteration 3Q (7994.330000 sec): 3 clusters
  Score: Raw -4585120.697455 + Penalty 5136.825965 = -4579983.871489
  nChanged 1769
		SP:Iteration 4F (7994.430000 sec): 3 clusters
  Score: Raw -4586121.483572 + Penalty 5136.825965 = -4580984.657607
  nChanged 2105
		SP:Iteration 5F (7994.550000 sec): 3 clusters
  Score: Raw -4587476.856546 + Penalty 5136.825965 = -4582340.030580
  nChanged 2322
		SP:Iteration 6F (7994.650000 sec): 3 clusters
  Score: Raw -4589109.398099 + Penalty 5136.825965 = -4583972.572133
  nChanged 2285
		SP:Iteration 7F (7994.770000 sec): 3 clusters
  Score: Raw -4590849.859486 + Penalty 5136.825965 = -4585713.033520
  nChanged 1963
		SP:Iteration 8F (7994.880000 sec): 3 clusters
  Score: Raw -4592417.465453 + Penalty 5136.825965 = -4587280.639487
  nChanged 1386
		SP:Iteration 9Q (7994.990000 sec): 3 clusters
  Score: Raw -4593647.818735 + Penalty 5136.825965 = -4588510.992770
  nChanged 883
		SP:Iteration 10Q (7995.100000 sec): 3 clusters
  Score: Raw -4594855.991029 + Penalty 5136.825965 = -4589719.165063
  nChanged 483
		SP:Iteration 11Q (7995.210000 sec): 3 clusters
  Score: Raw -4595697.509354 + Penalty 5136.825965 = -4590560.683389
  nChanged 265
		SP:Iteration 12Q (7995.300000 sec): 3 clusters
  Score: Raw -4595812.468932 + Penalty 5136.825965 = -4590675.642966
  nChanged 161
		SP:Iteration 13Q (7995.380000 sec): 3 clusters
  Score: Raw -4595868.024595 + Penalty 5136.825965 = -4590731.198630
  nChanged 112
		SP:Iteration 14Q (7995.470000 sec): 3 clusters
  Score: Raw -4595898.779898 + Penalty 5136.825965 = -4590761.953933
  nChanged 83
		SP:Iteration 15Q (7995.550000 sec): 3 clusters
  Score: Raw -4595919.168815 + Penalty 5136.825965 = -4590782.342849
  nChanged 66
		SP:Iteration 16Q (7995.640000 sec): 3 clusters
  Score: Raw -4595932.446027 + Penalty 5136.825965 = -4590795.620061
  nChanged 40
		SP:Iteration 17Q (7995.720000 sec): 3 clusters
  Score: Raw -4595938.401632 + Penalty 5136.825965 = -4590801.575666
  nChanged 31
		SP:Iteration 18Q (7995.810000 sec): 3 clusters
  Score: Raw -4595944.048927 + Penalty 5136.825965 = -4590807.222962
  nChanged 26
		SP:Iteration 19Q (7995.890000 sec): 3 clusters
  Score: Raw -4595948.668365 + Penalty 5136.825965 = -4590811.842399
  nChanged 30
		SP:Iteration 20F (7996.000000 sec): 3 clusters
  Score: Raw -4595954.051673 + Penalty 5136.825965 = -4590817.225707
  nChanged 24
		SP:Iteration 21Q (7996.090000 sec): 3 clusters
  Score: Raw -4595957.968564 + Penalty 5136.825965 = -4590821.142599
  nChanged 16
		SP:Iteration 22Q (7996.170000 sec): 3 clusters
  Score: Raw -4595960.589011 + Penalty 5136.825965 = -4590823.763046
  nChanged 18
		SP:Iteration 23Q (7996.250000 sec): 3 clusters
  Score: Raw -4595964.803887 + Penalty 5136.825965 = -4590827.977921
  nChanged 24
		SP:Iteration 24Q (7996.340000 sec): 3 clusters
  Score: Raw -4595969.999212 + Penalty 5136.825965 = -4590833.173247
  nChanged 20
		SP:Iteration 25Q (7996.430000 sec): 3 clusters
  Score: Raw -4595972.780972 + Penalty 5136.825965 = -4590835.955006
  nChanged 14
		SP:Iteration 26Q (7996.510000 sec): 3 clusters
  Score: Raw -4595974.932097 + Penalty 5136.825965 = -4590838.106132
  nChanged 13
		SP:Iteration 27Q (7996.600000 sec): 3 clusters
  Score: Raw -4595977.036234 + Penalty 5136.825965 = -4590840.210268
  nChanged 15
		SP:Iteration 28Q (7996.680000 sec): 3 clusters
  Score: Raw -4595980.149098 + Penalty 5136.825965 = -4590843.323133
  nChanged 13
		SP:Iteration 29Q (7996.770000 sec): 3 clusters
  Score: Raw -4595982.579849 + Penalty 5136.825965 = -4590845.753884
  nChanged 11
		SP:Iteration 30Q (7996.850000 sec): 3 clusters
  Score: Raw -4595984.509436 + Penalty 5136.825965 = -4590847.683471
  nChanged 9
		SP:Iteration 31Q (7996.940000 sec): 3 clusters
  Score: Raw -4595985.393909 + Penalty 5136.825965 = -4590848.567943
  nChanged 6
		SP:Iteration 32Q (7997.020000 sec): 3 clusters
  Score: Raw -4595986.153621 + Penalty 5136.825965 = -4590849.327656
  nChanged 5
		SP:Iteration 33Q (7997.110000 sec): 3 clusters
  Score: Raw -4595986.655582 + Penalty 5136.825965 = -4590849.829617
  nChanged 4
		SP:Iteration 34Q (7997.190000 sec): 3 clusters
  Score: Raw -4595987.234910 + Penalty 5136.825965 = -4590850.408944
  nChanged 5
		SP:Iteration 35Q (7997.270000 sec): 3 clusters
  Score: Raw -4595987.938218 + Penalty 5136.825965 = -4590851.112252
  nChanged 5
		SP:Iteration 36Q (7997.350000 sec): 3 clusters
  Score: Raw -4595988.608660 + Penalty 5136.825965 = -4590851.782695
  nChanged 3
		SP:Iteration 37Q (7997.440000 sec): 3 clusters
  Score: Raw -4595989.018908 + Penalty 5136.825965 = -4590852.192942
  nChanged 3
		SP:Iteration 38Q (7997.520000 sec): 3 clusters
  Score: Raw -4595989.233455 + Penalty 5136.825965 = -4590852.407489
  nChanged 0
		SP:Iteration 39F (7997.630000 sec): 3 clusters
  Score: Raw -4595989.233455 + Penalty 5136.825965 = -4590852.407489
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98610 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7997.950000 sec): 2 clusters
  Score: Raw -14339891.367177 + Penalty 2851.734133 = -14337039.633044
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7998.320000 sec): 3 clusters
  Score: Raw -14276706.570424 + Penalty 5703.468266 = -14271003.102158
  nChanged 46574
		SP:Iteration 1F (7998.670000 sec): 3 clusters
  Score: Raw -14303002.363773 + Penalty 5703.468266 = -14297298.895507
  nChanged 3143
		SP:Iteration 2Q (7999.040000 sec): 3 clusters
  Score: Raw -14303731.150172 + Penalty 5703.468266 = -14298027.681906
  nChanged 3181
		SP:Iteration 3Q (7999.400000 sec): 3 clusters
  Score: Raw -14304530.984830 + Penalty 5703.468266 = -14298827.516564
  nChanged 3265
		SP:Iteration 4Q (7999.770000 sec): 3 clusters
  Score: Raw -14305462.868553 + Penalty 5703.468266 = -14299759.400287
  nChanged 3604
		SP:Iteration 5Q (8000.130000 sec): 3 clusters
  Score: Raw -14306630.842867 + Penalty 5703.468266 = -14300927.374601
  nChanged 3931
		SP:Iteration 6Q (8000.510000 sec): 3 clusters
  Score: Raw -14308164.056104 + Penalty 5703.468266 = -14302460.587838
  nChanged 4420
		SP:Iteration 7Q (8000.870000 sec): 3 clusters
  Score: Raw -14310157.710111 + Penalty 5703.468266 = -14304454.241845
  nChanged 4828
		SP:Iteration 8Q (8001.240000 sec): 3 clusters
  Score: Raw -14312761.113904 + Penalty 5703.468266 = -14307057.645638
  nChanged 5463
		SP:Iteration 9F (8001.600000 sec): 3 clusters
  Score: Raw -14316030.400703 + Penalty 5703.468266 = -14310326.932437
  nChanged 5522
		SP:Iteration 10F (8001.950000 sec): 3 clusters
  Score: Raw -14319571.301421 + Penalty 5703.468266 = -14313867.833155
  nChanged 5190
		SP:Iteration 11F (8002.310000 sec): 3 clusters
  Score: Raw -14322767.196378 + Penalty 5703.468266 = -14317063.728113
  nChanged 4344
		SP:Iteration 12Q (8002.660000 sec): 3 clusters
  Score: Raw -14324986.144215 + Penalty 5703.468266 = -14319282.675949
  nChanged 3265
		SP:Iteration 13Q (8003.010000 sec): 3 clusters
  Score: Raw -14326353.223712 + Penalty 5703.468266 = -14320649.755446
  nChanged 2544
		SP:Iteration 14Q (8003.350000 sec): 3 clusters
  Score: Raw -14327308.707449 + Penalty 5703.468266 = -14321605.239183
  nChanged 2091
		SP:Iteration 15Q (8003.680000 sec): 3 clusters
  Score: Raw -14328053.597695 + Penalty 5703.468266 = -14322350.129429
  nChanged 1925
		SP:Iteration 16Q (8004.010000 sec): 3 clusters
  Score: Raw -14328767.076561 + Penalty 5703.468266 = -14323063.608295
  nChanged 1898
		SP:Iteration 17Q (8004.340000 sec): 3 clusters
  Score: Raw -14329499.870727 + Penalty 5703.468266 = -14323796.402461
  nChanged 1965
		SP:Iteration 18Q (8004.660000 sec): 3 clusters
  Score: Raw -14330299.504340 + Penalty 5703.468266 = -14324596.036074
  nChanged 1952
		SP:Iteration 19Q (8004.980000 sec): 3 clusters
  Score: Raw -14331134.262552 + Penalty 5703.468266 = -14325430.794286
  nChanged 1931
		SP:Iteration 20F (8005.330000 sec): 3 clusters
  Score: Raw -14331979.512490 + Penalty 5703.468266 = -14326276.044224
  nChanged 1880
		SP:Iteration 21Q (8005.640000 sec): 3 clusters
  Score: Raw -14332858.939975 + Penalty 5703.468266 = -14327155.471709
  nChanged 1851
		SP:Iteration 22Q (8005.940000 sec): 3 clusters
  Score: Raw -14333794.751189 + Penalty 5703.468266 = -14328091.282923
  nChanged 1786
		SP:Iteration 23Q (8006.240000 sec): 3 clusters
  Score: Raw -14334744.431884 + Penalty 5703.468266 = -14329040.963618
  nChanged 1614
		SP:Iteration 24Q (8006.530000 sec): 3 clusters
  Score: Raw -14335646.898859 + Penalty 5703.468266 = -14329943.430594
  nChanged 1549
		SP:Iteration 25Q (8006.820000 sec): 3 clusters
  Score: Raw -14336577.848903 + Penalty 5703.468266 = -14330874.380637
  nChanged 1364
		SP:Iteration 26Q (8007.100000 sec): 3 clusters
  Score: Raw -14337419.070609 + Penalty 5703.468266 = -14331715.602343
  nChanged 1137
		SP:Iteration 27Q (8007.370000 sec): 3 clusters
  Score: Raw -14338111.948492 + Penalty 5703.468266 = -14332408.480226
  nChanged 905
		SP:Iteration 28Q (8007.640000 sec): 3 clusters
  Score: Raw -14338654.940966 + Penalty 5703.468266 = -14332951.472700
  nChanged 704
		SP:Iteration 29Q (8007.910000 sec): 3 clusters
  Score: Raw -14339093.231137 + Penalty 5703.468266 = -14333389.762871
  nChanged 532
		SP:Iteration 30Q (8008.170000 sec): 3 clusters
  Score: Raw -14339425.867531 + Penalty 5703.468266 = -14333722.399265
  nChanged 384
		SP:Iteration 31Q (8008.430000 sec): 3 clusters
  Score: Raw -14339653.741439 + Penalty 5703.468266 = -14333950.273173
  nChanged 254
		SP:Iteration 32Q (8008.680000 sec): 3 clusters
  Score: Raw -14339812.628634 + Penalty 5703.468266 = -14334109.160368
  nChanged 182
		SP:Iteration 33Q (8008.940000 sec): 3 clusters
  Score: Raw -14339929.322155 + Penalty 5703.468266 = -14334225.853889
  nChanged 125
		SP:Iteration 34Q (8009.190000 sec): 3 clusters
  Score: Raw -14340007.526537 + Penalty 5703.468266 = -14334304.058271
  nChanged 81
		SP:Iteration 35Q (8009.440000 sec): 3 clusters
  Score: Raw -14340052.500879 + Penalty 5703.468266 = -14334349.032613
  nChanged 56
		SP:Iteration 36Q (8009.690000 sec): 3 clusters
  Score: Raw -14340086.474209 + Penalty 5703.468266 = -14334383.005944
  nChanged 43
		SP:Iteration 37Q (8009.940000 sec): 3 clusters
  Score: Raw -14340120.226745 + Penalty 5703.468266 = -14334416.758479
  nChanged 46
		SP:Iteration 38Q (8010.190000 sec): 3 clusters
  Score: Raw -14340151.608592 + Penalty 5703.468266 = -14334448.140326
  nChanged 34
		SP:Iteration 39Q (8010.440000 sec): 3 clusters
  Score: Raw -14340173.739401 + Penalty 5703.468266 = -14334470.271135
  nChanged 18
		SP:Iteration 40F (8010.790000 sec): 3 clusters
  Score: Raw -14340183.680377 + Penalty 5703.468266 = -14334480.212111
  nChanged 10
		SP:Iteration 41Q (8011.040000 sec): 3 clusters
  Score: Raw -14340189.245750 + Penalty 5703.468266 = -14334485.777484
  nChanged 9
		SP:Iteration 42Q (8011.280000 sec): 3 clusters
  Score: Raw -14340194.678734 + Penalty 5703.468266 = -14334491.210468
  nChanged 6
		SP:Iteration 43Q (8011.530000 sec): 3 clusters
  Score: Raw -14340199.677363 + Penalty 5703.468266 = -14334496.209097
  nChanged 10
		SP:Iteration 44Q (8011.780000 sec): 3 clusters
  Score: Raw -14340206.876377 + Penalty 5703.468266 = -14334503.408112
  nChanged 10
		SP:Iteration 45Q (8012.040000 sec): 3 clusters
  Score: Raw -14340213.041321 + Penalty 5703.468266 = -14334509.573055
  nChanged 8
		SP:Iteration 46Q (8012.280000 sec): 3 clusters
  Score: Raw -14340218.225179 + Penalty 5703.468266 = -14334514.756914
  nChanged 5
		SP:Iteration 47Q (8012.530000 sec): 3 clusters
  Score: Raw -14340220.893891 + Penalty 5703.468266 = -14334517.425625
  nChanged 3
		SP:Iteration 48Q (8012.780000 sec): 3 clusters
  Score: Raw -14340222.689630 + Penalty 5703.468266 = -14334519.221364
  nChanged 3
		SP:Iteration 49Q (8013.030000 sec): 3 clusters
  Score: Raw -14340224.908377 + Penalty 5703.468266 = -14334521.440111
  nChanged 3
		SP:Iteration 50Q (8013.280000 sec): 3 clusters
  Score: Raw -14340227.570762 + Penalty 5703.468266 = -14334524.102496
  nChanged 2
		SP:Iteration 51Q (8013.530000 sec): 3 clusters
  Score: Raw -14340228.471555 + Penalty 5703.468266 = -14334525.003289
  nChanged 0
		SP:Iteration 52F (8013.880000 sec): 3 clusters
  Score: Raw -14340228.471555 + Penalty 5703.468266 = -14334525.003289
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8014.020000 sec): 2 clusters
  Score: Raw -5638375.688677 + Penalty 2604.440064 = -5635771.248613
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8014.140000 sec): 3 clusters
  Score: Raw -5616364.539931 + Penalty 5208.880128 = -5611155.659803
  nChanged 16468
		SP:Iteration 1F (8014.270000 sec): 3 clusters
  Score: Raw -5625527.414244 + Penalty 5208.880128 = -5620318.534116
  nChanged 1682
		SP:Iteration 2Q (8014.400000 sec): 3 clusters
  Score: Raw -5626117.834340 + Penalty 5208.880128 = -5620908.954212
  nChanged 1692
		SP:Iteration 3Q (8014.530000 sec): 3 clusters
  Score: Raw -5626795.490206 + Penalty 5208.880128 = -5621586.610078
  nChanged 1841
		SP:Iteration 4F (8014.660000 sec): 3 clusters
  Score: Raw -5627711.088987 + Penalty 5208.880128 = -5622502.208859
  nChanged 2131
		SP:Iteration 5F (8014.800000 sec): 3 clusters
  Score: Raw -5629022.063287 + Penalty 5208.880128 = -5623813.183159
  nChanged 2328
		SP:Iteration 6F (8014.930000 sec): 3 clusters
  Score: Raw -5630698.805806 + Penalty 5208.880128 = -5625489.925678
  nChanged 2407
		SP:Iteration 7F (8015.060000 sec): 3 clusters
  Score: Raw -5632651.138461 + Penalty 5208.880128 = -5627442.258333
  nChanged 2194
		SP:Iteration 8F (8015.180000 sec): 3 clusters
  Score: Raw -5634513.869651 + Penalty 5208.880128 = -5629304.989523
  nChanged 1813
		SP:Iteration 9Q (8015.310000 sec): 3 clusters
  Score: Raw -5636086.810439 + Penalty 5208.880128 = -5630877.930311
  nChanged 1278
		SP:Iteration 10Q (8015.430000 sec): 3 clusters
  Score: Raw -5637160.396735 + Penalty 5208.880128 = -5631951.516607
  nChanged 823
		SP:Iteration 11Q (8015.540000 sec): 3 clusters
  Score: Raw -5637846.690665 + Penalty 5208.880128 = -5632637.810536
  nChanged 489
		SP:Iteration 12Q (8015.640000 sec): 3 clusters
  Score: Raw -5638240.763563 + Penalty 5208.880128 = -5633031.883435
  nChanged 250
		SP:Iteration 13Q (8015.740000 sec): 3 clusters
  Score: Raw -5638446.457326 + Penalty 5208.880128 = -5633237.577198
  nChanged 144
		SP:Iteration 14Q (8015.840000 sec): 3 clusters
  Score: Raw -5638562.454772 + Penalty 5208.880128 = -5633353.574644
  nChanged 86
		SP:Iteration 15Q (8015.940000 sec): 3 clusters
  Score: Raw -5638631.159581 + Penalty 5208.880128 = -5633422.279452
  nChanged 48
		SP:Iteration 16Q (8016.040000 sec): 3 clusters
  Score: Raw -5638670.863177 + Penalty 5208.880128 = -5633461.983049
  nChanged 38
		SP:Iteration 17Q (8016.130000 sec): 3 clusters
  Score: Raw -5638697.956264 + Penalty 5208.880128 = -5633489.076136
  nChanged 19
		SP:Iteration 18Q (8016.220000 sec): 3 clusters
  Score: Raw -5638711.959669 + Penalty 5208.880128 = -5633503.079541
  nChanged 11
		SP:Iteration 19Q (8016.320000 sec): 3 clusters
  Score: Raw -5638718.916827 + Penalty 5208.880128 = -5633510.036699
  nChanged 5
		SP:Iteration 20F (8016.440000 sec): 3 clusters
  Score: Raw -5638722.171624 + Penalty 5208.880128 = -5633513.291495
  nChanged 3
		SP:Iteration 21Q (8016.530000 sec): 3 clusters
  Score: Raw -5638724.170496 + Penalty 5208.880128 = -5633515.290367
  nChanged 3
		SP:Iteration 22Q (8016.620000 sec): 3 clusters
  Score: Raw -5638725.780672 + Penalty 5208.880128 = -5633516.900544
  nChanged 0
		SP:Iteration 23F (8016.750000 sec): 3 clusters
  Score: Raw -5638725.780672 + Penalty 5208.880128 = -5633516.900544
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98667 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8017.070000 sec): 2 clusters
  Score: Raw -14575222.912612 + Penalty 2851.877444 = -14572371.035168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8017.420000 sec): 3 clusters
  Score: Raw -14511955.997204 + Penalty 5703.754888 = -14506252.242316
  nChanged 46683
		SP:Iteration 1F (8017.790000 sec): 3 clusters
  Score: Raw -14538677.845076 + Penalty 5703.754888 = -14532974.090188
  nChanged 2857
		SP:Iteration 2Q (8018.150000 sec): 3 clusters
  Score: Raw -14539244.154113 + Penalty 5703.754888 = -14533540.399225
  nChanged 2748
		SP:Iteration 3Q (8018.520000 sec): 3 clusters
  Score: Raw -14539797.829021 + Penalty 5703.754888 = -14534094.074133
  nChanged 2754
		SP:Iteration 4Q (8018.900000 sec): 3 clusters
  Score: Raw -14540381.031682 + Penalty 5703.754888 = -14534677.276794
  nChanged 2774
		SP:Iteration 5Q (8019.260000 sec): 3 clusters
  Score: Raw -14541023.962998 + Penalty 5703.754888 = -14535320.208110
  nChanged 2917
		SP:Iteration 6Q (8019.640000 sec): 3 clusters
  Score: Raw -14541769.277598 + Penalty 5703.754888 = -14536065.522710
  nChanged 3049
		SP:Iteration 7Q (8020.000000 sec): 3 clusters
  Score: Raw -14542633.070520 + Penalty 5703.754888 = -14536929.315632
  nChanged 3283
		SP:Iteration 8Q (8020.370000 sec): 3 clusters
  Score: Raw -14543701.775063 + Penalty 5703.754888 = -14537998.020175
  nChanged 3580
		SP:Iteration 9Q (8020.740000 sec): 3 clusters
  Score: Raw -14544941.711139 + Penalty 5703.754888 = -14539237.956251
  nChanged 3804
		SP:Iteration 10Q (8021.100000 sec): 3 clusters
  Score: Raw -14546419.325388 + Penalty 5703.754888 = -14540715.570500
  nChanged 4056
		SP:Iteration 11Q (8021.460000 sec): 3 clusters
  Score: Raw -14548076.265191 + Penalty 5703.754888 = -14542372.510303
  nChanged 4069
		SP:Iteration 12Q (8021.820000 sec): 3 clusters
  Score: Raw -14549827.724098 + Penalty 5703.754888 = -14544123.969209
  nChanged 4029
		SP:Iteration 13Q (8022.190000 sec): 3 clusters
  Score: Raw -14551618.291005 + Penalty 5703.754888 = -14545914.536117
  nChanged 3999
		SP:Iteration 14Q (8022.560000 sec): 3 clusters
  Score: Raw -14553487.929987 + Penalty 5703.754888 = -14547784.175099
  nChanged 4205
		SP:Iteration 15Q (8022.920000 sec): 3 clusters
  Score: Raw -14555658.251237 + Penalty 5703.754888 = -14549954.496349
  nChanged 4749
		SP:Iteration 16Q (8023.280000 sec): 3 clusters
  Score: Raw -14558336.618708 + Penalty 5703.754888 = -14552632.863820
  nChanged 5199
		SP:Iteration 17F (8023.640000 sec): 3 clusters
  Score: Raw -14561484.700020 + Penalty 5703.754888 = -14555780.945132
  nChanged 5283
		SP:Iteration 18F (8023.990000 sec): 3 clusters
  Score: Raw -14564845.608395 + Penalty 5703.754888 = -14559141.853506
  nChanged 4832
		SP:Iteration 19Q (8024.330000 sec): 3 clusters
  Score: Raw -14568028.220887 + Penalty 5703.754888 = -14562324.465999
  nChanged 4052
		SP:Iteration 20F (8024.690000 sec): 3 clusters
  Score: Raw -14570722.921720 + Penalty 5703.754888 = -14565019.166832
  nChanged 2890
		SP:Iteration 21Q (8025.000000 sec): 3 clusters
  Score: Raw -14572645.288410 + Penalty 5703.754888 = -14566941.533522
  nChanged 1914
		SP:Iteration 22Q (8025.300000 sec): 3 clusters
  Score: Raw -14573873.258087 + Penalty 5703.754888 = -14568169.503199
  nChanged 1172
		SP:Iteration 23Q (8025.590000 sec): 3 clusters
  Score: Raw -14574604.918488 + Penalty 5703.754888 = -14568901.163600
  nChanged 702
		SP:Iteration 24Q (8025.860000 sec): 3 clusters
  Score: Raw -14575034.517180 + Penalty 5703.754888 = -14569330.762292
  nChanged 404
		SP:Iteration 25Q (8026.130000 sec): 3 clusters
  Score: Raw -14575256.445792 + Penalty 5703.754888 = -14569552.690903
  nChanged 253
		SP:Iteration 26Q (8026.390000 sec): 3 clusters
  Score: Raw -14575399.012599 + Penalty 5703.754888 = -14569695.257711
  nChanged 157
		SP:Iteration 27Q (8026.650000 sec): 3 clusters
  Score: Raw -14575485.281316 + Penalty 5703.754888 = -14569781.526428
  nChanged 112
		SP:Iteration 28Q (8026.910000 sec): 3 clusters
  Score: Raw -14575545.825445 + Penalty 5703.754888 = -14569842.070557
  nChanged 85
		SP:Iteration 29Q (8027.170000 sec): 3 clusters
  Score: Raw -14575595.149068 + Penalty 5703.754888 = -14569891.394180
  nChanged 72
		SP:Iteration 30Q (8027.430000 sec): 3 clusters
  Score: Raw -14575642.449538 + Penalty 5703.754888 = -14569938.694650
  nChanged 75
		SP:Iteration 31Q (8027.690000 sec): 3 clusters
  Score: Raw -14575682.865765 + Penalty 5703.754888 = -14569979.110876
  nChanged 54
		SP:Iteration 32Q (8027.960000 sec): 3 clusters
  Score: Raw -14575712.397914 + Penalty 5703.754888 = -14570008.643026
  nChanged 39
		SP:Iteration 33Q (8028.220000 sec): 3 clusters
  Score: Raw -14575732.641001 + Penalty 5703.754888 = -14570028.886113
  nChanged 28
		SP:Iteration 34Q (8028.490000 sec): 3 clusters
  Score: Raw -14575746.462935 + Penalty 5703.754888 = -14570042.708046
  nChanged 20
		SP:Iteration 35Q (8028.760000 sec): 3 clusters
  Score: Raw -14575757.339909 + Penalty 5703.754888 = -14570053.585021
  nChanged 15
		SP:Iteration 36Q (8029.020000 sec): 3 clusters
  Score: Raw -14575765.188027 + Penalty 5703.754888 = -14570061.433139
  nChanged 21
		SP:Iteration 37Q (8029.270000 sec): 3 clusters
  Score: Raw -14575775.825982 + Penalty 5703.754888 = -14570072.071093
  nChanged 16
		SP:Iteration 38Q (8029.530000 sec): 3 clusters
  Score: Raw -14575784.224123 + Penalty 5703.754888 = -14570080.469235
  nChanged 13
		SP:Iteration 39Q (8029.790000 sec): 3 clusters
  Score: Raw -14575790.494299 + Penalty 5703.754888 = -14570086.739411
  nChanged 11
		SP:Iteration 40F (8030.140000 sec): 3 clusters
  Score: Raw -14575795.987780 + Penalty 5703.754888 = -14570092.232892
  nChanged 8
		SP:Iteration 41Q (8030.400000 sec): 3 clusters
  Score: Raw -14575799.136485 + Penalty 5703.754888 = -14570095.381596
  nChanged 5
		SP:Iteration 42Q (8030.660000 sec): 3 clusters
  Score: Raw -14575801.275288 + Penalty 5703.754888 = -14570097.520400
  nChanged 7
		SP:Iteration 43Q (8030.920000 sec): 3 clusters
  Score: Raw -14575805.667135 + Penalty 5703.754888 = -14570101.912247
  nChanged 9
		SP:Iteration 44Q (8031.170000 sec): 3 clusters
  Score: Raw -14575809.405942 + Penalty 5703.754888 = -14570105.651054
  nChanged 6
		SP:Iteration 45Q (8031.430000 sec): 3 clusters
  Score: Raw -14575812.086134 + Penalty 5703.754888 = -14570108.331246
  nChanged 3
		SP:Iteration 46Q (8031.690000 sec): 3 clusters
  Score: Raw -14575813.081983 + Penalty 5703.754888 = -14570109.327095
  nChanged 3
		SP:Iteration 47Q (8031.950000 sec): 3 clusters
  Score: Raw -14575814.508203 + Penalty 5703.754888 = -14570110.753315
  nChanged 1
		SP:Iteration 48Q (8032.200000 sec): 3 clusters
  Score: Raw -14575814.947241 + Penalty 5703.754888 = -14570111.192353
  nChanged 3
		SP:Iteration 49Q (8032.460000 sec): 3 clusters
  Score: Raw -14575816.600720 + Penalty 5703.754888 = -14570112.845832
  nChanged 3
		SP:Iteration 50Q (8032.710000 sec): 3 clusters
  Score: Raw -14575818.199945 + Penalty 5703.754888 = -14570114.445057
  nChanged 4
		SP:Iteration 51Q (8032.970000 sec): 3 clusters
  Score: Raw -14575820.149013 + Penalty 5703.754888 = -14570116.394125
  nChanged 3
		SP:Iteration 52Q (8033.220000 sec): 3 clusters
  Score: Raw -14575821.582643 + Penalty 5703.754888 = -14570117.827755
  nChanged 3
		SP:Iteration 53Q (8033.470000 sec): 3 clusters
  Score: Raw -14575823.232594 + Penalty 5703.754888 = -14570119.477706
  nChanged 2
		SP:Iteration 54Q (8033.730000 sec): 3 clusters
  Score: Raw -14575824.100324 + Penalty 5703.754888 = -14570120.345435
  nChanged 2
		SP:Iteration 55Q (8033.980000 sec): 3 clusters
  Score: Raw -14575825.076438 + Penalty 5703.754888 = -14570121.321550
  nChanged 1
		SP:Iteration 56Q (8034.230000 sec): 3 clusters
  Score: Raw -14575825.404371 + Penalty 5703.754888 = -14570121.649483
  nChanged 2
		SP:Iteration 57Q (8034.490000 sec): 3 clusters
  Score: Raw -14575826.043735 + Penalty 5703.754888 = -14570122.288847
  nChanged 0
		SP:Iteration 58F (8034.830000 sec): 3 clusters
  Score: Raw -14575826.043735 + Penalty 5703.754888 = -14570122.288847
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8034.880000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8034.880000 sec): 3 clusters
  Score: Raw -22446.630264 + Penalty 2547.356025 = -19899.274239
  nChanged 13
		SP:Iteration 1F (8034.880000 sec): 3 clusters
  Score: Raw -22534.737248 + Penalty 2547.356025 = -19987.381223
  nChanged 3
		SP:Iteration 2Q (8034.880000 sec): 3 clusters
  Score: Raw -22556.959129 + Penalty 2547.356025 = -20009.603104
  nChanged 1
		SP:Iteration 3Q (8034.880000 sec): 3 clusters
  Score: Raw -22570.676458 + Penalty 2547.356025 = -20023.320433
  nChanged 0
		SP:Iteration 4F (8034.880000 sec): 3 clusters
  Score: Raw -22570.676458 + Penalty 2547.356025 = -20023.320433
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51083 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8035.050000 sec): 2 clusters
  Score: Raw -7501759.148521 + Penalty 2688.619346 = -7499070.529175
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8035.240000 sec): 3 clusters
  Score: Raw -7469757.755476 + Penalty 5377.238692 = -7464380.516784
  nChanged 23805
		SP:Iteration 1F (8035.420000 sec): 3 clusters
  Score: Raw -7483034.296183 + Penalty 5377.238692 = -7477657.057492
  nChanged 2230
		SP:Iteration 2Q (8035.610000 sec): 3 clusters
  Score: Raw -7483722.573964 + Penalty 5377.238692 = -7478345.335272
  nChanged 2101
		SP:Iteration 3Q (8035.800000 sec): 3 clusters
  Score: Raw -7484426.731310 + Penalty 5377.238692 = -7479049.492618
  nChanged 2223
		SP:Iteration 4Q (8035.980000 sec): 3 clusters
  Score: Raw -7485343.224155 + Penalty 5377.238692 = -7479965.985463
  nChanged 2706
		SP:Iteration 5F (8036.170000 sec): 3 clusters
  Score: Raw -7486772.587673 + Penalty 5377.238692 = -7481395.348981
  nChanged 3395
		SP:Iteration 6F (8036.350000 sec): 3 clusters
  Score: Raw -7489086.077174 + Penalty 5377.238692 = -7483708.838482
  nChanged 4091
		SP:Iteration 7F (8036.530000 sec): 3 clusters
  Score: Raw -7492535.400124 + Penalty 5377.238692 = -7487158.161432
  nChanged 4059
		SP:Iteration 8F (8036.710000 sec): 3 clusters
  Score: Raw -7496380.687632 + Penalty 5377.238692 = -7491003.448940
  nChanged 3096
		SP:Iteration 9F (8036.890000 sec): 3 clusters
  Score: Raw -7499462.621935 + Penalty 5377.238692 = -7494085.383243
  nChanged 1675
		SP:Iteration 10Q (8037.060000 sec): 3 clusters
  Score: Raw -7501064.212226 + Penalty 5377.238692 = -7495686.973534
  nChanged 622
		SP:Iteration 11Q (8037.220000 sec): 3 clusters
  Score: Raw -7501639.367211 + Penalty 5377.238692 = -7496262.128519
  nChanged 233
		SP:Iteration 12Q (8037.360000 sec): 3 clusters
  Score: Raw -7501884.174950 + Penalty 5377.238692 = -7496506.936259
  nChanged 92
		SP:Iteration 13Q (8037.490000 sec): 3 clusters
  Score: Raw -7501986.975332 + Penalty 5377.238692 = -7496609.736641
  nChanged 43
		SP:Iteration 14Q (8037.630000 sec): 3 clusters
  Score: Raw -7502034.621974 + Penalty 5377.238692 = -7496657.383283
  nChanged 26
		SP:Iteration 15Q (8037.760000 sec): 3 clusters
  Score: Raw -7502064.241046 + Penalty 5377.238692 = -7496687.002354
  nChanged 20
		SP:Iteration 16Q (8037.890000 sec): 3 clusters
  Score: Raw -7502082.911114 + Penalty 5377.238692 = -7496705.672422
  nChanged 12
		SP:Iteration 17Q (8038.030000 sec): 3 clusters
  Score: Raw -7502094.994142 + Penalty 5377.238692 = -7496717.755451
  nChanged 7
		SP:Iteration 18Q (8038.150000 sec): 3 clusters
  Score: Raw -7502101.688088 + Penalty 5377.238692 = -7496724.449396
  nChanged 3
		SP:Iteration 19Q (8038.280000 sec): 3 clusters
  Score: Raw -7502106.620021 + Penalty 5377.238692 = -7496729.381330
  nChanged 4
		SP:Iteration 20F (8038.470000 sec): 3 clusters
  Score: Raw -7502109.973160 + Penalty 5377.238692 = -7496732.734468
  nChanged 4
		SP:Iteration 21Q (8038.600000 sec): 3 clusters
  Score: Raw -7502112.786855 + Penalty 5377.238692 = -7496735.548163
  nChanged 1
		SP:Iteration 22Q (8038.730000 sec): 3 clusters
  Score: Raw -7502114.329112 + Penalty 5377.238692 = -7496737.090420
  nChanged 4
		SP:Iteration 23Q (8038.860000 sec): 3 clusters
  Score: Raw -7502118.995743 + Penalty 5377.238692 = -7496741.757052
  nChanged 1
		SP:Iteration 24Q (8038.990000 sec): 3 clusters
  Score: Raw -7502119.339572 + Penalty 5377.238692 = -7496742.100880
  nChanged 0
		SP:Iteration 25F (8039.180000 sec): 3 clusters
  Score: Raw -7502119.339572 + Penalty 5377.238692 = -7496742.100880
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8039.200000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8039.200000 sec): 3 clusters
  Score: Raw -76020.557404 + Penalty 3043.240186 = -72977.317218
  nChanged 103
		SP:Iteration 1F (8039.200000 sec): 3 clusters
  Score: Raw -76289.486162 + Penalty 3043.240186 = -73246.245976
  nChanged 48
		SP:Iteration 2F (8039.200000 sec): 3 clusters
  Score: Raw -76434.945519 + Penalty 3043.240186 = -73391.705333
  nChanged 35
		SP:Iteration 3F (8039.200000 sec): 3 clusters
  Score: Raw -76558.445765 + Penalty 3043.240186 = -73515.205580
  nChanged 23
		SP:Iteration 4Q (8039.210000 sec): 3 clusters
  Score: Raw -76635.403628 + Penalty 3043.240186 = -73592.163442
  nChanged 11
		SP:Iteration 5Q (8039.210000 sec): 3 clusters
  Score: Raw -76674.695227 + Penalty 3043.240186 = -73631.455041
  nChanged 5
		SP:Iteration 6Q (8039.210000 sec): 3 clusters
  Score: Raw -76713.735371 + Penalty 3043.240186 = -73670.495185
  nChanged 4
		SP:Iteration 7Q (8039.210000 sec): 3 clusters
  Score: Raw -76741.807146 + Penalty 3043.240186 = -73698.566960
  nChanged 1
		SP:Iteration 8Q (8039.210000 sec): 3 clusters
  Score: Raw -76743.175658 + Penalty 3043.240186 = -73699.935472
  nChanged 0
		SP:Iteration 9F (8039.210000 sec): 3 clusters
  Score: Raw -76743.175658 + Penalty 3043.240186 = -73699.935472
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8039.220000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8039.220000 sec): 3 clusters
  Score: Raw -68268.315399 + Penalty 3055.958832 = -65212.356568
  nChanged 82
		SP:Iteration 1F (8039.220000 sec): 3 clusters
  Score: Raw -68429.894760 + Penalty 3055.958832 = -65373.935928
  nChanged 22
		SP:Iteration 2Q (8039.220000 sec): 3 clusters
  Score: Raw -68498.023278 + Penalty 3055.958832 = -65442.064447
  nChanged 8
		SP:Iteration 3Q (8039.220000 sec): 3 clusters
  Score: Raw -68523.482875 + Penalty 3055.958832 = -65467.524044
  nChanged 4
		SP:Iteration 4Q (8039.220000 sec): 3 clusters
  Score: Raw -68537.403453 + Penalty 3055.958832 = -65481.444621
  nChanged 2
		SP:Iteration 5Q (8039.230000 sec): 3 clusters
  Score: Raw -68544.813163 + Penalty 3055.958832 = -65488.854331
  nChanged 2
		SP:Iteration 6Q (8039.230000 sec): 3 clusters
  Score: Raw -68551.916429 + Penalty 3055.958832 = -65495.957597
  nChanged 3
		SP:Iteration 7Q (8039.230000 sec): 3 clusters
  Score: Raw -68557.335382 + Penalty 3055.958832 = -65501.376550
  nChanged 2
		SP:Iteration 8Q (8039.230000 sec): 3 clusters
  Score: Raw -68561.310627 + Penalty 3055.958832 = -65505.351795
  nChanged 1
		SP:Iteration 9Q (8039.230000 sec): 3 clusters
  Score: Raw -68563.609326 + Penalty 3055.958832 = -65507.650494
  nChanged 0
		SP:Iteration 10F (8039.240000 sec): 3 clusters
  Score: Raw -68563.609326 + Penalty 3055.958832 = -65507.650494
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (268042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8040.130000 sec): 2 clusters
  Score: Raw -39665434.756976 + Penalty 3099.726943 = -39662335.030033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8041.130000 sec): 3 clusters
  Score: Raw -39488579.077986 + Penalty 6199.453886 = -39482379.624100
  nChanged 129490
		SP:Iteration 1F (8042.120000 sec): 3 clusters
  Score: Raw -39564827.086341 + Penalty 6199.453886 = -39558627.632455
  nChanged 6447
		SP:Iteration 2Q (8043.140000 sec): 3 clusters
  Score: Raw -39566015.464334 + Penalty 6199.453886 = -39559816.010448
  nChanged 6957
		SP:Iteration 3Q (8044.160000 sec): 3 clusters
  Score: Raw -39567484.511776 + Penalty 6199.453886 = -39561285.057890
  nChanged 7685
		SP:Iteration 4Q (8045.180000 sec): 3 clusters
  Score: Raw -39569415.941559 + Penalty 6199.453886 = -39563216.487674
  nChanged 8576
		SP:Iteration 5Q (8046.200000 sec): 3 clusters
  Score: Raw -39572083.266730 + Penalty 6199.453886 = -39565883.812844
  nChanged 9895
		SP:Iteration 6Q (8047.210000 sec): 3 clusters
  Score: Raw -39575774.799216 + Penalty 6199.453886 = -39569575.345330
  nChanged 11351
		SP:Iteration 7Q (8048.230000 sec): 3 clusters
  Score: Raw -39580975.255847 + Penalty 6199.453886 = -39574775.801961
  nChanged 13203
		SP:Iteration 8Q (8049.240000 sec): 3 clusters
  Score: Raw -39588305.421750 + Penalty 6199.453886 = -39582105.967864
  nChanged 15427
		SP:Iteration 9F (8050.220000 sec): 3 clusters
  Score: Raw -39598426.943182 + Penalty 6199.453886 = -39592227.489296
  nChanged 17256
		SP:Iteration 10F (8051.220000 sec): 3 clusters
  Score: Raw -39611002.593299 + Penalty 6199.453886 = -39604803.139414
  nChanged 18161
		SP:Iteration 11F (8052.200000 sec): 3 clusters
  Score: Raw -39624905.190981 + Penalty 6199.453886 = -39618705.737095
  nChanged 16900
		SP:Iteration 12F (8053.170000 sec): 3 clusters
  Score: Raw -39638258.483283 + Penalty 6199.453886 = -39632059.029397
  nChanged 13850
		SP:Iteration 13F (8054.140000 sec): 3 clusters
  Score: Raw -39649363.848191 + Penalty 6199.453886 = -39643164.394305
  nChanged 9750
		SP:Iteration 14Q (8054.970000 sec): 3 clusters
  Score: Raw -39657022.883186 + Penalty 6199.453886 = -39650823.429300
  nChanged 5856
		SP:Iteration 15Q (8055.760000 sec): 3 clusters
  Score: Raw -39661411.554080 + Penalty 6199.453886 = -39655212.100194
  nChanged 3116
		SP:Iteration 16Q (8056.500000 sec): 3 clusters
  Score: Raw -39663631.494659 + Penalty 6199.453886 = -39657432.040773
  nChanged 1524
		SP:Iteration 17Q (8057.220000 sec): 3 clusters
  Score: Raw -39664672.464945 + Penalty 6199.453886 = -39658473.011059
  nChanged 710
		SP:Iteration 18Q (8057.920000 sec): 3 clusters
  Score: Raw -39665138.957831 + Penalty 6199.453886 = -39658939.503945
  nChanged 364
		SP:Iteration 19Q (8058.630000 sec): 3 clusters
  Score: Raw -39665379.037509 + Penalty 6199.453886 = -39659179.583623
  nChanged 224
		SP:Iteration 20F (8059.570000 sec): 3 clusters
  Score: Raw -39665538.762721 + Penalty 6199.453886 = -39659339.308835
  nChanged 163
		SP:Iteration 21Q (8060.260000 sec): 3 clusters
  Score: Raw -39665645.737779 + Penalty 6199.453886 = -39659446.283893
  nChanged 76
		SP:Iteration 22Q (8060.940000 sec): 3 clusters
  Score: Raw -39665693.540650 + Penalty 6199.453886 = -39659494.086764
  nChanged 56
		SP:Iteration 23Q (8061.620000 sec): 3 clusters
  Score: Raw -39665729.380315 + Penalty 6199.453886 = -39659529.926429
  nChanged 38
		SP:Iteration 24Q (8062.300000 sec): 3 clusters
  Score: Raw -39665751.647494 + Penalty 6199.453886 = -39659552.193608
  nChanged 33
		SP:Iteration 25Q (8062.980000 sec): 3 clusters
  Score: Raw -39665773.329181 + Penalty 6199.453886 = -39659573.875295
  nChanged 26
		SP:Iteration 26Q (8063.660000 sec): 3 clusters
  Score: Raw -39665795.174905 + Penalty 6199.453886 = -39659595.721019
  nChanged 24
		SP:Iteration 27Q (8064.340000 sec): 3 clusters
  Score: Raw -39665811.693733 + Penalty 6199.453886 = -39659612.239847
  nChanged 25
		SP:Iteration 28Q (8065.020000 sec): 3 clusters
  Score: Raw -39665826.911718 + Penalty 6199.453886 = -39659627.457832
  nChanged 14
		SP:Iteration 29Q (8065.700000 sec): 3 clusters
  Score: Raw -39665837.234710 + Penalty 6199.453886 = -39659637.780824
  nChanged 13
		SP:Iteration 30Q (8066.380000 sec): 3 clusters
  Score: Raw -39665845.565815 + Penalty 6199.453886 = -39659646.111929
  nChanged 10
		SP:Iteration 31Q (8067.060000 sec): 3 clusters
  Score: Raw -39665854.553892 + Penalty 6199.453886 = -39659655.100006
  nChanged 9
		SP:Iteration 32Q (8067.740000 sec): 3 clusters
  Score: Raw -39665861.111120 + Penalty 6199.453886 = -39659661.657234
  nChanged 8
		SP:Iteration 33Q (8068.420000 sec): 3 clusters
  Score: Raw -39665866.402814 + Penalty 6199.453886 = -39659666.948928
  nChanged 8
		SP:Iteration 34Q (8069.100000 sec): 3 clusters
  Score: Raw -39665871.964216 + Penalty 6199.453886 = -39659672.510330
  nChanged 8
		SP:Iteration 35Q (8069.770000 sec): 3 clusters
  Score: Raw -39665877.924187 + Penalty 6199.453886 = -39659678.470301
  nChanged 6
		SP:Iteration 36Q (8070.450000 sec): 3 clusters
  Score: Raw -39665881.159615 + Penalty 6199.453886 = -39659681.705729
  nChanged 4
		SP:Iteration 37Q (8071.130000 sec): 3 clusters
  Score: Raw -39665884.073572 + Penalty 6199.453886 = -39659684.619686
  nChanged 5
		SP:Iteration 38Q (8071.810000 sec): 3 clusters
  Score: Raw -39665887.906822 + Penalty 6199.453886 = -39659688.452936
  nChanged 4
		SP:Iteration 39Q (8072.480000 sec): 3 clusters
  Score: Raw -39665890.173716 + Penalty 6199.453886 = -39659690.719830
  nChanged 5
		SP:Iteration 40F (8073.430000 sec): 3 clusters
  Score: Raw -39665893.710989 + Penalty 6199.453886 = -39659694.257103
  nChanged 2
		SP:Iteration 41Q (8074.110000 sec): 3 clusters
  Score: Raw -39665895.283037 + Penalty 6199.453886 = -39659695.829151
  nChanged 2
		SP:Iteration 42Q (8074.780000 sec): 3 clusters
  Score: Raw -39665895.989620 + Penalty 6199.453886 = -39659696.535734
  nChanged 1
		SP:Iteration 43Q (8075.470000 sec): 3 clusters
  Score: Raw -39665896.706375 + Penalty 6199.453886 = -39659697.252489
  nChanged 2
		SP:Iteration 44Q (8076.150000 sec): 3 clusters
  Score: Raw -39665898.484199 + Penalty 6199.453886 = -39659699.030314
  nChanged 4
		SP:Iteration 45Q (8076.830000 sec): 3 clusters
  Score: Raw -39665903.799010 + Penalty 6199.453886 = -39659704.345124
  nChanged 3
		SP:Iteration 46Q (8077.510000 sec): 3 clusters
  Score: Raw -39665906.506764 + Penalty 6199.453886 = -39659707.052878
  nChanged 2
		SP:Iteration 47Q (8078.190000 sec): 3 clusters
  Score: Raw -39665908.113635 + Penalty 6199.453886 = -39659708.659749
  nChanged 1
		SP:Iteration 48Q (8078.870000 sec): 3 clusters
  Score: Raw -39665908.669251 + Penalty 6199.453886 = -39659709.215365
  nChanged 2
		SP:Iteration 49Q (8079.540000 sec): 3 clusters
  Score: Raw -39665909.718619 + Penalty 6199.453886 = -39659710.264733
  nChanged 1
		SP:Iteration 50Q (8080.210000 sec): 3 clusters
  Score: Raw -39665910.019955 + Penalty 6199.453886 = -39659710.566069
  nChanged 1
		SP:Iteration 51Q (8080.890000 sec): 3 clusters
  Score: Raw -39665910.241052 + Penalty 6199.453886 = -39659710.787166
  nChanged 0
		SP:Iteration 52F (8081.840000 sec): 3 clusters
  Score: Raw -39665910.241052 + Penalty 6199.453886 = -39659710.787166
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8082.090000 sec): 2 clusters
  Score: Raw -5135724.242631 + Penalty 2584.725774 = -5133139.516857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8082.210000 sec): 3 clusters
  Score: Raw -5115336.244335 + Penalty 5169.451548 = -5110166.792787
  nChanged 15254
		SP:Iteration 1F (8082.330000 sec): 3 clusters
  Score: Raw -5123550.768318 + Penalty 5169.451548 = -5118381.316770
  nChanged 1465
		SP:Iteration 2Q (8082.450000 sec): 3 clusters
  Score: Raw -5123972.002856 + Penalty 5169.451548 = -5118802.551309
  nChanged 1266
		SP:Iteration 3Q (8082.580000 sec): 3 clusters
  Score: Raw -5124313.147098 + Penalty 5169.451548 = -5119143.695550
  nChanged 1135
		SP:Iteration 4Q (8082.700000 sec): 3 clusters
  Score: Raw -5124633.251201 + Penalty 5169.451548 = -5119463.799654
  nChanged 1108
		SP:Iteration 5Q (8082.820000 sec): 3 clusters
  Score: Raw -5124987.016398 + Penalty 5169.451548 = -5119817.564850
  nChanged 1280
		SP:Iteration 6Q (8082.940000 sec): 3 clusters
  Score: Raw -5125492.351534 + Penalty 5169.451548 = -5120322.899987
  nChanged 1562
		SP:Iteration 7Q (8083.060000 sec): 3 clusters
  Score: Raw -5126287.119157 + Penalty 5169.451548 = -5121117.667609
  nChanged 1995
		SP:Iteration 8F (8083.180000 sec): 3 clusters
  Score: Raw -5127585.476916 + Penalty 5169.451548 = -5122416.025368
  nChanged 2356
		SP:Iteration 9F (8083.290000 sec): 3 clusters
  Score: Raw -5129431.465000 + Penalty 5169.451548 = -5124262.013453
  nChanged 2432
		SP:Iteration 10F (8083.410000 sec): 3 clusters
  Score: Raw -5131604.694990 + Penalty 5169.451548 = -5126435.243442
  nChanged 2013
		SP:Iteration 11F (8083.530000 sec): 3 clusters
  Score: Raw -5133422.904832 + Penalty 5169.451548 = -5128253.453285
  nChanged 1314
		SP:Iteration 12Q (8083.640000 sec): 3 clusters
  Score: Raw -5134618.042684 + Penalty 5169.451548 = -5129448.591136
  nChanged 739
		SP:Iteration 13Q (8083.750000 sec): 3 clusters
  Score: Raw -5135256.612360 + Penalty 5169.451548 = -5130087.160812
  nChanged 382
		SP:Iteration 14Q (8083.840000 sec): 3 clusters
  Score: Raw -5135603.064721 + Penalty 5169.451548 = -5130433.613173
  nChanged 211
		SP:Iteration 15Q (8083.930000 sec): 3 clusters
  Score: Raw -5135779.043802 + Penalty 5169.451548 = -5130609.592255
  nChanged 123
		SP:Iteration 16Q (8084.030000 sec): 3 clusters
  Score: Raw -5135869.205390 + Penalty 5169.451548 = -5130699.753842
  nChanged 80
		SP:Iteration 17Q (8084.110000 sec): 3 clusters
  Score: Raw -5135937.610388 + Penalty 5169.451548 = -5130768.158841
  nChanged 61
		SP:Iteration 18Q (8084.200000 sec): 3 clusters
  Score: Raw -5135986.476049 + Penalty 5169.451548 = -5130817.024501
  nChanged 35
		SP:Iteration 19Q (8084.280000 sec): 3 clusters
  Score: Raw -5136012.351851 + Penalty 5169.451548 = -5130842.900304
  nChanged 21
		SP:Iteration 20F (8084.400000 sec): 3 clusters
  Score: Raw -5136026.374251 + Penalty 5169.451548 = -5130856.922704
  nChanged 18
		SP:Iteration 21Q (8084.490000 sec): 3 clusters
  Score: Raw -5136036.669809 + Penalty 5169.451548 = -5130867.218262
  nChanged 9
		SP:Iteration 22Q (8084.580000 sec): 3 clusters
  Score: Raw -5136041.643826 + Penalty 5169.451548 = -5130872.192278
  nChanged 7
		SP:Iteration 23Q (8084.660000 sec): 3 clusters
  Score: Raw -5136047.248867 + Penalty 5169.451548 = -5130877.797319
  nChanged 12
		SP:Iteration 24Q (8084.750000 sec): 3 clusters
  Score: Raw -5136056.667804 + Penalty 5169.451548 = -5130887.216256
  nChanged 11
		SP:Iteration 25Q (8084.840000 sec): 3 clusters
  Score: Raw -5136064.764683 + Penalty 5169.451548 = -5130895.313135
  nChanged 7
		SP:Iteration 26Q (8084.920000 sec): 3 clusters
  Score: Raw -5136068.535724 + Penalty 5169.451548 = -5130899.084176
  nChanged 6
		SP:Iteration 27Q (8085.010000 sec): 3 clusters
  Score: Raw -5136073.056792 + Penalty 5169.451548 = -5130903.605245
  nChanged 5
		SP:Iteration 28Q (8085.090000 sec): 3 clusters
  Score: Raw -5136076.542223 + Penalty 5169.451548 = -5130907.090675
  nChanged 4
		SP:Iteration 29Q (8085.180000 sec): 3 clusters
  Score: Raw -5136078.693033 + Penalty 5169.451548 = -5130909.241486
  nChanged 4
		SP:Iteration 30Q (8085.260000 sec): 3 clusters
  Score: Raw -5136082.238361 + Penalty 5169.451548 = -5130912.786813
  nChanged 5
		SP:Iteration 31Q (8085.350000 sec): 3 clusters
  Score: Raw -5136085.385361 + Penalty 5169.451548 = -5130915.933814
  nChanged 3
		SP:Iteration 32Q (8085.430000 sec): 3 clusters
  Score: Raw -5136086.856557 + Penalty 5169.451548 = -5130917.405009
  nChanged 1
		SP:Iteration 33Q (8085.510000 sec): 3 clusters
  Score: Raw -5136087.115430 + Penalty 5169.451548 = -5130917.663883
  nChanged 1
		SP:Iteration 34Q (8085.600000 sec): 3 clusters
  Score: Raw -5136087.494308 + Penalty 5169.451548 = -5130918.042761
  nChanged 0
		SP:Iteration 35F (8085.710000 sec): 3 clusters
  Score: Raw -5136087.494308 + Penalty 5169.451548 = -5130918.042761
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.730000 sec): 2 clusters
  Score: Raw -141600.058951 + Penalty 1732.439171 = -139867.619780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.740000 sec): 3 clusters
  Score: Raw -141385.178478 + Penalty 3464.878342 = -137920.300136
  nChanged 282
		SP:Iteration 1F (8085.740000 sec): 3 clusters
  Score: Raw -141768.243366 + Penalty 3464.878342 = -138303.365025
  nChanged 80
		SP:Iteration 2F (8085.750000 sec): 3 clusters
  Score: Raw -141888.841639 + Penalty 3464.878342 = -138423.963297
  nChanged 47
		SP:Iteration 3Q (8085.750000 sec): 3 clusters
  Score: Raw -141969.650310 + Penalty 3464.878342 = -138504.771969
  nChanged 40
		SP:Iteration 4Q (8085.750000 sec): 3 clusters
  Score: Raw -142048.354617 + Penalty 3464.878342 = -138583.476276
  nChanged 37
		SP:Iteration 5Q (8085.750000 sec): 3 clusters
  Score: Raw -142109.333427 + Penalty 3464.878342 = -138644.455085
  nChanged 23
		SP:Iteration 6Q (8085.760000 sec): 3 clusters
  Score: Raw -142139.742818 + Penalty 3464.878342 = -138674.864476
  nChanged 21
		SP:Iteration 7Q (8085.760000 sec): 3 clusters
  Score: Raw -142168.240576 + Penalty 3464.878342 = -138703.362234
  nChanged 7
		SP:Iteration 8Q (8085.770000 sec): 3 clusters
  Score: Raw -142174.636624 + Penalty 3464.878342 = -138709.758283
  nChanged 5
		SP:Iteration 9Q (8085.770000 sec): 3 clusters
  Score: Raw -142178.602836 + Penalty 3464.878342 = -138713.724494
  nChanged 0
		SP:Iteration 10F (8085.770000 sec): 3 clusters
  Score: Raw -142178.602836 + Penalty 3464.878342 = -138713.724494
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.770000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.780000 sec): 3 clusters
  Score: Raw -31545.514794 + Penalty 2705.839273 = -28839.675521
  nChanged 28
		SP:Iteration 1F (8085.780000 sec): 3 clusters
  Score: Raw -31687.447700 + Penalty 2705.839273 = -28981.608427
  nChanged 17
		SP:Iteration 2F (8085.780000 sec): 3 clusters
  Score: Raw -31761.235262 + Penalty 2705.839273 = -29055.395989
  nChanged 9
		SP:Iteration 3Q (8085.780000 sec): 3 clusters
  Score: Raw -31826.304856 + Penalty 2705.839273 = -29120.465583
  nChanged 3
		SP:Iteration 4Q (8085.780000 sec): 3 clusters
  Score: Raw -31840.612252 + Penalty 2705.839273 = -29134.772979
  nChanged 4
		SP:Iteration 5Q (8085.780000 sec): 3 clusters
  Score: Raw -31867.899881 + Penalty 2705.839273 = -29162.060607
  nChanged 1
		SP:Iteration 6Q (8085.780000 sec): 3 clusters
  Score: Raw -31884.021299 + Penalty 2705.839273 = -29178.182026
  nChanged 1
		SP:Iteration 7Q (8085.780000 sec): 3 clusters
  Score: Raw -31886.522241 + Penalty 2705.839273 = -29180.682967
  nChanged 0
		SP:Iteration 8F (8085.780000 sec): 3 clusters
  Score: Raw -31886.522241 + Penalty 2705.839273 = -29180.682967
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.790000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.790000 sec): 3 clusters
  Score: Raw -77809.770982 + Penalty 3172.049753 = -74637.721230
  nChanged 119
		SP:Iteration 1F (8085.790000 sec): 3 clusters
  Score: Raw -77996.707449 + Penalty 3172.049753 = -74824.657696
  nChanged 35
		SP:Iteration 2F (8085.790000 sec): 3 clusters
  Score: Raw -78066.909061 + Penalty 3172.049753 = -74894.859308
  nChanged 12
		SP:Iteration 3Q (8085.790000 sec): 3 clusters
  Score: Raw -78094.562015 + Penalty 3172.049753 = -74922.512263
  nChanged 9
		SP:Iteration 4Q (8085.800000 sec): 3 clusters
  Score: Raw -78110.617995 + Penalty 3172.049753 = -74938.568242
  nChanged 4
		SP:Iteration 5Q (8085.800000 sec): 3 clusters
  Score: Raw -78117.183245 + Penalty 3172.049753 = -74945.133493
  nChanged 3
		SP:Iteration 6Q (8085.800000 sec): 3 clusters
  Score: Raw -78121.549257 + Penalty 3172.049753 = -74949.499504
  nChanged 3
		SP:Iteration 7Q (8085.800000 sec): 3 clusters
  Score: Raw -78125.481570 + Penalty 3172.049753 = -74953.431818
  nChanged 3
		SP:Iteration 8Q (8085.800000 sec): 3 clusters
  Score: Raw -78130.094890 + Penalty 3172.049753 = -74958.045137
  nChanged 3
		SP:Iteration 9Q (8085.810000 sec): 3 clusters
  Score: Raw -78137.950386 + Penalty 3172.049753 = -74965.900633
  nChanged 3
		SP:Iteration 10Q (8085.810000 sec): 3 clusters
  Score: Raw -78141.934646 + Penalty 3172.049753 = -74969.884893
  nChanged 2
		SP:Iteration 11Q (8085.810000 sec): 3 clusters
  Score: Raw -78144.547568 + Penalty 3172.049753 = -74972.497815
  nChanged 1
		SP:Iteration 12Q (8085.810000 sec): 3 clusters
  Score: Raw -78146.633796 + Penalty 3172.049753 = -74974.584044
  nChanged 0
		SP:Iteration 13F (8085.810000 sec): 3 clusters
  Score: Raw -78146.633796 + Penalty 3172.049753 = -74974.584044
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.820000 sec): 2 clusters
  Score: Raw -24575.550785 + Penalty 1363.297720 = -23212.253065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.820000 sec): 3 clusters
  Score: Raw -24848.801975 + Penalty 2726.595440 = -22122.206535
  nChanged 42
		SP:Iteration 1F (8085.820000 sec): 3 clusters
  Score: Raw -25069.079967 + Penalty 2726.595440 = -22342.484528
  nChanged 14
		SP:Iteration 2F (8085.820000 sec): 3 clusters
  Score: Raw -25349.344036 + Penalty 2726.595440 = -22622.748597
  nChanged 10
		SP:Iteration 3Q (8085.820000 sec): 3 clusters
  Score: Raw -25431.668373 + Penalty 2726.595440 = -22705.072934
  nChanged 5
		SP:Iteration 4Q (8085.820000 sec): 3 clusters
  Score: Raw -25509.838116 + Penalty 2726.595440 = -22783.242676
  nChanged 2
		SP:Iteration 5Q (8085.820000 sec): 3 clusters
  Score: Raw -25595.067269 + Penalty 2726.595440 = -22868.471829
  nChanged 2
		SP:Iteration 6Q (8085.820000 sec): 3 clusters
  Score: Raw -25753.294347 + Penalty 2726.595440 = -23026.698907
  nChanged 2
		SP:Iteration 7Q (8085.820000 sec): 3 clusters
  Score: Raw -25808.447023 + Penalty 2726.595440 = -23081.851583
  nChanged 0
		SP:Iteration 8F (8085.820000 sec): 3 clusters
  Score: Raw -25808.447023 + Penalty 2726.595440 = -23081.851583
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.830000 sec): 2 clusters
  Score: Raw -33339.247056 + Penalty 1391.149005 = -31948.098051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.830000 sec): 3 clusters
  Score: Raw -33527.670656 + Penalty 2782.298010 = -30745.372645
  nChanged 36
		SP:Iteration 1F (8085.830000 sec): 3 clusters
  Score: Raw -33709.041898 + Penalty 2782.298010 = -30926.743887
  nChanged 23
		SP:Iteration 2F (8085.830000 sec): 3 clusters
  Score: Raw -33852.612059 + Penalty 2782.298010 = -31070.314048
  nChanged 15
		SP:Iteration 3F (8085.830000 sec): 3 clusters
  Score: Raw -34018.276719 + Penalty 2782.298010 = -31235.978709
  nChanged 16
		SP:Iteration 4F (8085.830000 sec): 3 clusters
  Score: Raw -34231.265387 + Penalty 2782.298010 = -31448.967377
  nChanged 8
		SP:Iteration 5Q (8085.830000 sec): 3 clusters
  Score: Raw -34383.450113 + Penalty 2782.298010 = -31601.152103
  nChanged 7
		SP:Iteration 6Q (8085.830000 sec): 3 clusters
  Score: Raw -34468.507099 + Penalty 2782.298010 = -31686.209088
  nChanged 1
		SP:Iteration 7Q (8085.830000 sec): 3 clusters
  Score: Raw -34505.728688 + Penalty 2782.298010 = -31723.430677
  nChanged 1
		SP:Iteration 8Q (8085.830000 sec): 3 clusters
  Score: Raw -34510.156521 + Penalty 2782.298010 = -31727.858510
  nChanged 1
		SP:Iteration 9Q (8085.830000 sec): 3 clusters
  Score: Raw -34514.758625 + Penalty 2782.298010 = -31732.460615
  nChanged 1
		SP:Iteration 10Q (8085.830000 sec): 3 clusters
  Score: Raw -34523.533123 + Penalty 2782.298010 = -31741.235113
  nChanged 0
		SP:Iteration 11F (8085.840000 sec): 3 clusters
  Score: Raw -34523.533123 + Penalty 2782.298010 = -31741.235113
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.840000 sec): 2 clusters
  Score: Raw -29618.592547 + Penalty 1336.489789 = -28282.102758
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.840000 sec): 3 clusters
  Score: Raw -29823.273034 + Penalty 2672.979578 = -27150.293456
  nChanged 13
		SP:Iteration 1F (8085.840000 sec): 3 clusters
  Score: Raw -29882.613540 + Penalty 2672.979578 = -27209.633962
  nChanged 4
		SP:Iteration 2Q (8085.840000 sec): 3 clusters
  Score: Raw -29902.623952 + Penalty 2672.979578 = -27229.644374
  nChanged 0
		SP:Iteration 3F (8085.840000 sec): 3 clusters
  Score: Raw -29902.623952 + Penalty 2672.979578 = -27229.644374
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.850000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.850000 sec): 3 clusters
  Score: Raw -55046.823097 + Penalty 2975.472535 = -52071.350562
  nChanged 64
		SP:Iteration 1F (8085.850000 sec): 3 clusters
  Score: Raw -55205.660609 + Penalty 2975.472535 = -52230.188075
  nChanged 15
		SP:Iteration 2Q (8085.850000 sec): 3 clusters
  Score: Raw -55242.235474 + Penalty 2975.472535 = -52266.762940
  nChanged 3
		SP:Iteration 3Q (8085.850000 sec): 3 clusters
  Score: Raw -55251.740778 + Penalty 2975.472535 = -52276.268244
  nChanged 5
		SP:Iteration 4Q (8085.850000 sec): 3 clusters
  Score: Raw -55262.242797 + Penalty 2975.472535 = -52286.770262
  nChanged 3
		SP:Iteration 5Q (8085.850000 sec): 3 clusters
  Score: Raw -55269.674706 + Penalty 2975.472535 = -52294.202171
  nChanged 1
		SP:Iteration 6Q (8085.850000 sec): 3 clusters
  Score: Raw -55274.225249 + Penalty 2975.472535 = -52298.752714
  nChanged 3
		SP:Iteration 7Q (8085.860000 sec): 3 clusters
  Score: Raw -55283.499066 + Penalty 2975.472535 = -52308.026531
  nChanged 3
		SP:Iteration 8Q (8085.860000 sec): 3 clusters
  Score: Raw -55293.965630 + Penalty 2975.472535 = -52318.493095
  nChanged 2
		SP:Iteration 9Q (8085.860000 sec): 3 clusters
  Score: Raw -55300.313395 + Penalty 2975.472535 = -52324.840860
  nChanged 2
		SP:Iteration 10Q (8085.860000 sec): 3 clusters
  Score: Raw -55305.769867 + Penalty 2975.472535 = -52330.297333
  nChanged 0
		SP:Iteration 11F (8085.860000 sec): 3 clusters
  Score: Raw -55305.769867 + Penalty 2975.472535 = -52330.297333
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.870000 sec): 2 clusters
  Score: Raw -17548.260455 + Penalty 1308.972435 = -16239.288020
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.870000 sec): 3 clusters
  Score: Raw -18184.250656 + Penalty 2617.944871 = -15566.305785
  nChanged 42
		SP:Iteration 1F (8085.870000 sec): 3 clusters
  Score: Raw -18475.088349 + Penalty 2617.944871 = -15857.143478
  nChanged 14
		SP:Iteration 2F (8085.870000 sec): 3 clusters
  Score: Raw -18664.424049 + Penalty 2617.944871 = -16046.479178
  nChanged 7
		SP:Iteration 3Q (8085.870000 sec): 3 clusters
  Score: Raw -18822.934314 + Penalty 2617.944871 = -16204.989443
  nChanged 1
		SP:Iteration 4Q (8085.870000 sec): 3 clusters
  Score: Raw -18837.933889 + Penalty 2617.944871 = -16219.989018
  nChanged 0
		SP:Iteration 5F (8085.870000 sec): 3 clusters
  Score: Raw -18837.933889 + Penalty 2617.944871 = -16219.989018
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.870000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.870000 sec): 3 clusters
  Score: Raw -29470.025829 + Penalty 2686.385799 = -26783.640029
  nChanged 15
		SP:Iteration 1F (8085.870000 sec): 3 clusters
  Score: Raw -29541.581164 + Penalty 2686.385799 = -26855.195364
  nChanged 4
		SP:Iteration 2Q (8085.870000 sec): 3 clusters
  Score: Raw -29556.769204 + Penalty 2686.385799 = -26870.383404
  nChanged 4
		SP:Iteration 3Q (8085.870000 sec): 3 clusters
  Score: Raw -29568.567520 + Penalty 2686.385799 = -26882.181720
  nChanged 0
		SP:Iteration 4F (8085.870000 sec): 3 clusters
  Score: Raw -29568.567520 + Penalty 2686.385799 = -26882.181720
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.880000 sec): 2 clusters
  Score: Raw -46074.767155 + Penalty 1447.033063 = -44627.734092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.880000 sec): 3 clusters
  Score: Raw -46205.557942 + Penalty 2894.066126 = -43311.491817
  nChanged 69
		SP:Iteration 1F (8085.880000 sec): 3 clusters
  Score: Raw -46395.299169 + Penalty 2894.066126 = -43501.233043
  nChanged 12
		SP:Iteration 2Q (8085.880000 sec): 3 clusters
  Score: Raw -46436.661879 + Penalty 2894.066126 = -43542.595754
  nChanged 9
		SP:Iteration 3Q (8085.880000 sec): 3 clusters
  Score: Raw -46459.423704 + Penalty 2894.066126 = -43565.357579
  nChanged 6
		SP:Iteration 4Q (8085.890000 sec): 3 clusters
  Score: Raw -46490.830719 + Penalty 2894.066126 = -43596.764593
  nChanged 4
		SP:Iteration 5Q (8085.890000 sec): 3 clusters
  Score: Raw -46498.822737 + Penalty 2894.066126 = -43604.756612
  nChanged 2
		SP:Iteration 6Q (8085.890000 sec): 3 clusters
  Score: Raw -46504.911569 + Penalty 2894.066126 = -43610.845444
  nChanged 2
		SP:Iteration 7Q (8085.890000 sec): 3 clusters
  Score: Raw -46516.412173 + Penalty 2894.066126 = -43622.346048
  nChanged 2
		SP:Iteration 8Q (8085.890000 sec): 3 clusters
  Score: Raw -46523.881280 + Penalty 2894.066126 = -43629.815154
  nChanged 0
		SP:Iteration 9F (8085.890000 sec): 3 clusters
  Score: Raw -46523.881280 + Penalty 2894.066126 = -43629.815154
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.890000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.890000 sec): 3 clusters
  Score: Raw -55269.105302 + Penalty 3005.325105 = -52263.780197
  nChanged 67
		SP:Iteration 1F (8085.890000 sec): 3 clusters
  Score: Raw -55504.586716 + Penalty 3005.325105 = -52499.261611
  nChanged 23
		SP:Iteration 2F (8085.900000 sec): 3 clusters
  Score: Raw -55628.501727 + Penalty 3005.325105 = -52623.176622
  nChanged 13
		SP:Iteration 3Q (8085.900000 sec): 3 clusters
  Score: Raw -55672.641525 + Penalty 3005.325105 = -52667.316420
  nChanged 5
		SP:Iteration 4Q (8085.900000 sec): 3 clusters
  Score: Raw -55685.928756 + Penalty 3005.325105 = -52680.603651
  nChanged 3
		SP:Iteration 5Q (8085.900000 sec): 3 clusters
  Score: Raw -55693.647469 + Penalty 3005.325105 = -52688.322364
  nChanged 2
		SP:Iteration 6Q (8085.900000 sec): 3 clusters
  Score: Raw -55700.289739 + Penalty 3005.325105 = -52694.964634
  nChanged 2
		SP:Iteration 7Q (8085.910000 sec): 3 clusters
  Score: Raw -55707.839127 + Penalty 3005.325105 = -52702.514022
  nChanged 2
		SP:Iteration 8Q (8085.910000 sec): 3 clusters
  Score: Raw -55713.270319 + Penalty 3005.325105 = -52707.945214
  nChanged 1
		SP:Iteration 9Q (8085.910000 sec): 3 clusters
  Score: Raw -55714.176933 + Penalty 3005.325105 = -52708.851828
  nChanged 0
		SP:Iteration 10F (8085.910000 sec): 3 clusters
  Score: Raw -55714.176933 + Penalty 3005.325105 = -52708.851828
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 38 (242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.910000 sec): 2 clusters
  Score: Raw -24854.945070 + Penalty 1361.256556 = -23493.688514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.910000 sec): 3 clusters
  Score: Raw -25808.661083 + Penalty 2722.513112 = -23086.147970
  nChanged 72
		SP:Iteration 1F (8085.910000 sec): 3 clusters
  Score: Raw -26246.400244 + Penalty 2722.513112 = -23523.887132
  nChanged 11
		SP:Iteration 2Q (8085.910000 sec): 3 clusters
  Score: Raw -26364.437196 + Penalty 2722.513112 = -23641.924084
  nChanged 3
		SP:Iteration 3Q (8085.910000 sec): 3 clusters
  Score: Raw -26401.969612 + Penalty 2722.513112 = -23679.456500
  nChanged 1
		SP:Iteration 4Q (8085.910000 sec): 3 clusters
  Score: Raw -26412.198843 + Penalty 2722.513112 = -23689.685730
  nChanged 0
		SP:Iteration 5F (8085.910000 sec): 3 clusters
  Score: Raw -26412.198843 + Penalty 2722.513112 = -23689.685730
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 42.
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 39 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.920000 sec): 2 clusters
  Score: Raw -22896.629861 + Penalty 1287.853299 = -21608.776562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.920000 sec): 3 clusters
  Score: Raw -23177.345993 + Penalty 2575.706598 = -20601.639395
  nChanged 17
		SP:Iteration 1F (8085.920000 sec): 3 clusters
  Score: Raw -23270.387323 + Penalty 2575.706598 = -20694.680724
  nChanged 5
		SP:Iteration 2Q (8085.920000 sec): 3 clusters
  Score: Raw -23312.660267 + Penalty 2575.706598 = -20736.953669
  nChanged 3
		SP:Iteration 3Q (8085.920000 sec): 3 clusters
  Score: Raw -23324.762173 + Penalty 2575.706598 = -20749.055575
  nChanged 1
		SP:Iteration 4Q (8085.920000 sec): 3 clusters
  Score: Raw -23327.758350 + Penalty 2575.706598 = -20752.051752
  nChanged 0
		SP:Iteration 5F (8085.930000 sec): 3 clusters
  Score: Raw -23327.758350 + Penalty 2575.706598 = -20752.051752
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.930000 sec): 2 clusters
  Score: Raw -68690.960353 + Penalty 1547.104507 = -67143.855846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.930000 sec): 3 clusters
  Score: Raw -68719.424150 + Penalty 3094.209014 = -65625.215136
  nChanged 99
		SP:Iteration 1F (8085.930000 sec): 3 clusters
  Score: Raw -68906.028226 + Penalty 3094.209014 = -65811.819212
  nChanged 22
		SP:Iteration 2Q (8085.930000 sec): 3 clusters
  Score: Raw -68976.066819 + Penalty 3094.209014 = -65881.857805
  nChanged 11
		SP:Iteration 3Q (8085.930000 sec): 3 clusters
  Score: Raw -69006.563029 + Penalty 3094.209014 = -65912.354015
  nChanged 8
		SP:Iteration 4Q (8085.940000 sec): 3 clusters
  Score: Raw -69022.089747 + Penalty 3094.209014 = -65927.880733
  nChanged 5
		SP:Iteration 5Q (8085.940000 sec): 3 clusters
  Score: Raw -69033.468680 + Penalty 3094.209014 = -65939.259666
  nChanged 5
		SP:Iteration 6Q (8085.940000 sec): 3 clusters
  Score: Raw -69041.633995 + Penalty 3094.209014 = -65947.424981
  nChanged 4
		SP:Iteration 7Q (8085.940000 sec): 3 clusters
  Score: Raw -69047.023374 + Penalty 3094.209014 = -65952.814360
  nChanged 2
		SP:Iteration 8Q (8085.940000 sec): 3 clusters
  Score: Raw -69052.479550 + Penalty 3094.209014 = -65958.270536
  nChanged 2
		SP:Iteration 9Q (8085.940000 sec): 3 clusters
  Score: Raw -69055.630175 + Penalty 3094.209014 = -65961.421161
  nChanged 1
		SP:Iteration 10Q (8085.940000 sec): 3 clusters
  Score: Raw -69059.909557 + Penalty 3094.209014 = -65965.700543
  nChanged 0
		SP:Iteration 11F (8085.950000 sec): 3 clusters
  Score: Raw -69059.909557 + Penalty 3094.209014 = -65965.700543
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (199 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8085.950000 sec): 2 clusters
  Score: Raw -16120.972557 + Penalty 1312.739597 = -14808.232960
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8085.950000 sec): 3 clusters
  Score: Raw -16576.979248 + Penalty 2625.479193 = -13951.500054
  nChanged 39
		SP:Iteration 1F (8085.950000 sec): 3 clusters
  Score: Raw -16893.707112 + Penalty 2625.479193 = -14268.227919
  nChanged 10
		SP:Iteration 2F (8085.950000 sec): 3 clusters
  Score: Raw -16955.060790 + Penalty 2625.479193 = -14329.581597
  nChanged 1
		SP:Iteration 3Q (8085.950000 sec): 3 clusters
  Score: Raw -16959.064965 + Penalty 2625.479193 = -14333.585772
  nChanged 1
		SP:Iteration 4Q (8085.950000 sec): 3 clusters
  Score: Raw -16960.745943 + Penalty 2625.479193 = -14335.266750
  nChanged 0
		SP:Iteration 5F (8085.950000 sec): 3 clusters
  Score: Raw -16960.745943 + Penalty 2625.479193 = -14335.266750
  nChanged 0
Deleting Class 38 (45 points): Lose 2210.725352 but Gain 3374.686117
Iteration 299Q (8094.830000 sec): 42 clusters
  Score: Raw -117674503.803525 + Penalty 138362.130809 = -117536141.672716
  nChanged 63
Iteration 300F (8135.980000 sec): 42 clusters
  Score: Raw -117675489.506304 + Penalty 138362.130809 = -117537127.375495
  nChanged 53
Iteration 301Q (8144.760000 sec): 42 clusters
  Score: Raw -117676277.420979 + Penalty 138362.130809 = -117537915.290170
  nChanged 23
Iteration 302Q (8153.550000 sec): 42 clusters
  Score: Raw -117676365.222097 + Penalty 138362.130809 = -117538003.091288
  nChanged 16
Iteration 303Q (8162.330000 sec): 42 clusters
  Score: Raw -117676503.210541 + Penalty 138362.130809 = -117538141.079732
  nChanged 15
Iteration 304Q (8171.180000 sec): 42 clusters
  Score: Raw -117676856.550826 + Penalty 138362.130809 = -117538494.420016
  nChanged 11
Iteration 305Q (8180.050000 sec): 42 clusters
  Score: Raw -117676880.050025 + Penalty 138362.130809 = -117538517.919216
  nChanged 10
Iteration 306Q (8188.980000 sec): 42 clusters
  Score: Raw -117676880.149573 + Penalty 138362.130809 = -117538518.018764
  nChanged 9
Iteration 307Q (8197.890000 sec): 42 clusters
  Score: Raw -117676880.294483 + Penalty 138362.130809 = -117538518.163673
  nChanged 7
Iteration 308Q (8206.830000 sec): 42 clusters
  Score: Raw -117676880.395627 + Penalty 138362.130809 = -117538518.264818
  nChanged 8
Iteration 309Q (8215.760000 sec): 42 clusters
  Score: Raw -117676880.547469 + Penalty 138362.130809 = -117538518.416660
  nChanged 6
Iteration 310Q (8224.690000 sec): 42 clusters
  Score: Raw -117676880.643961 + Penalty 138362.130809 = -117538518.513152
  nChanged 7
Iteration 311Q (8233.610000 sec): 42 clusters
  Score: Raw -117676880.770957 + Penalty 138362.130809 = -117538518.640148
  nChanged 8
Iteration 312Q (8242.520000 sec): 42 clusters
  Score: Raw -117676880.847235 + Penalty 138362.130809 = -117538518.716426
  nChanged 5
Iteration 313Q (8251.390000 sec): 42 clusters
  Score: Raw -117676880.903637 + Penalty 138362.130809 = -117538518.772828
  nChanged 5
Iteration 314Q (8260.230000 sec): 42 clusters
  Score: Raw -117676880.949994 + Penalty 138362.130809 = -117538518.819185
  nChanged 3
Iteration 315Q (8269.130000 sec): 42 clusters
  Score: Raw -117676881.018926 + Penalty 138362.130809 = -117538518.888116
  nChanged 3
Iteration 316Q (8278.030000 sec): 42 clusters
  Score: Raw -117676881.050322 + Penalty 138362.130809 = -117538518.919512
  nChanged 4
Iteration 317Q (8286.930000 sec): 42 clusters
  Score: Raw -117676881.165092 + Penalty 138362.130809 = -117538519.034283
  nChanged 7
Iteration 318Q (8295.830000 sec): 42 clusters
  Score: Raw -117676881.297373 + Penalty 138362.130809 = -117538519.166563
  nChanged 6
Iteration 319Q (8304.730000 sec): 42 clusters
  Score: Raw -117676881.436379 + Penalty 138362.130809 = -117538519.305569
  nChanged 9
Iteration 320F (8346.060000 sec): 42 clusters
  Score: Raw -117677008.266901 + Penalty 138362.130809 = -117538646.136091
  nChanged 18
Iteration 321Q (8354.960000 sec): 42 clusters
  Score: Raw -117677174.756263 + Penalty 138362.130809 = -117538812.625453
  nChanged 10
Iteration 322Q (8363.860000 sec): 42 clusters
  Score: Raw -117677231.980774 + Penalty 138362.130809 = -117538869.849965
  nChanged 13
Iteration 323Q (8372.770000 sec): 42 clusters
  Score: Raw -117677280.197930 + Penalty 138362.130809 = -117538918.067120
  nChanged 16
Iteration 324Q (8381.530000 sec): 42 clusters
  Score: Raw -117677287.666872 + Penalty 138362.130809 = -117538925.536063
  nChanged 18
Iteration 325Q (8390.300000 sec): 42 clusters
  Score: Raw -117677288.039297 + Penalty 138362.130809 = -117538925.908488
  nChanged 16
Iteration 326Q (8399.060000 sec): 42 clusters
  Score: Raw -117677288.343193 + Penalty 138362.130809 = -117538926.212383
  nChanged 13
Iteration 327Q (8407.960000 sec): 42 clusters
  Score: Raw -117677288.537879 + Penalty 138362.130809 = -117538926.407070
  nChanged 13
Iteration 328Q (8416.870000 sec): 42 clusters
  Score: Raw -117677288.674743 + Penalty 138362.130809 = -117538926.543933
  nChanged 4
Iteration 329Q (8425.740000 sec): 42 clusters
  Score: Raw -117677288.740136 + Penalty 138362.130809 = -117538926.609327
  nChanged 4
Iteration 330Q (8434.630000 sec): 42 clusters
  Score: Raw -117677288.781520 + Penalty 138362.130809 = -117538926.650711
  nChanged 4
Iteration 331Q (8443.540000 sec): 42 clusters
  Score: Raw -117677288.819532 + Penalty 138362.130809 = -117538926.688723
  nChanged 2
Iteration 332Q (8452.450000 sec): 42 clusters
  Score: Raw -117677288.830301 + Penalty 138362.130809 = -117538926.699492
  nChanged 1
Iteration 333Q (8461.350000 sec): 42 clusters
  Score: Raw -117677288.845431 + Penalty 138362.130809 = -117538926.714621
  nChanged 0
Iteration 334F (8502.920000 sec): 42 clusters
  Score: Raw -117677310.571852 + Penalty 138362.130809 = -117538948.441043
  nChanged 2
Iteration 335Q (8511.830000 sec): 42 clusters
  Score: Raw -117677339.408091 + Penalty 138362.130809 = -117538977.277282
  nChanged 1
Iteration 336Q (8520.760000 sec): 42 clusters
  Score: Raw -117677360.731460 + Penalty 138362.130809 = -117538998.600651
  nChanged 0
Iteration 337F (8561.890000 sec): 42 clusters
  Score: Raw -117677390.306012 + Penalty 138362.130809 = -117539028.175203
  nChanged 1
Iteration 338Q (8570.770000 sec): 42 clusters
  Score: Raw -117677402.597731 + Penalty 138362.130809 = -117539040.466922
  nChanged 0
Writing temp clu file 
Because OldScore, -117539028.175203, is greater than current (better) Score,-117539040.466922 
 Compute initial score before splitting:   Score: Raw -117677402.597731 + Penalty 138362.130809 = -117539040.466922
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8570.930000 sec): 2 clusters
  Score: Raw -1048183.648990 + Penalty 2200.863096 = -1045982.785895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8570.960000 sec): 3 clusters
  Score: Raw -1044431.731057 + Penalty 4401.726192 = -1040030.004865
  nChanged 2867
		SP:Iteration 1F (8570.990000 sec): 3 clusters
  Score: Raw -1045901.178262 + Penalty 4401.726192 = -1041499.452070
  nChanged 532
		SP:Iteration 2F (8571.010000 sec): 3 clusters
  Score: Raw -1046168.338734 + Penalty 4401.726192 = -1041766.612542
  nChanged 370
		SP:Iteration 3F (8571.040000 sec): 3 clusters
  Score: Raw -1046331.406856 + Penalty 4401.726192 = -1041929.680664
  nChanged 271
		SP:Iteration 4Q (8571.060000 sec): 3 clusters
  Score: Raw -1046444.101567 + Penalty 4401.726192 = -1042042.375376
  nChanged 232
		SP:Iteration 5Q (8571.090000 sec): 3 clusters
  Score: Raw -1046538.625493 + Penalty 4401.726192 = -1042136.899301
  nChanged 178
		SP:Iteration 6Q (8571.110000 sec): 3 clusters
  Score: Raw -1046601.399918 + Penalty 4401.726192 = -1042199.673726
  nChanged 151
		SP:Iteration 7Q (8571.140000 sec): 3 clusters
  Score: Raw -1046654.008813 + Penalty 4401.726192 = -1042252.282621
  nChanged 126
		SP:Iteration 8Q (8571.170000 sec): 3 clusters
  Score: Raw -1046697.422545 + Penalty 4401.726192 = -1042295.696353
  nChanged 129
		SP:Iteration 9Q (8571.190000 sec): 3 clusters
  Score: Raw -1046742.107163 + Penalty 4401.726192 = -1042340.380971
  nChanged 112
		SP:Iteration 10Q (8571.220000 sec): 3 clusters
  Score: Raw -1046780.359132 + Penalty 4401.726192 = -1042378.632940
  nChanged 118
		SP:Iteration 11Q (8571.240000 sec): 3 clusters
  Score: Raw -1046822.178287 + Penalty 4401.726192 = -1042420.452096
  nChanged 128
		SP:Iteration 12Q (8571.270000 sec): 3 clusters
  Score: Raw -1046866.972658 + Penalty 4401.726192 = -1042465.246467
  nChanged 136
		SP:Iteration 13Q (8571.290000 sec): 3 clusters
  Score: Raw -1046916.283960 + Penalty 4401.726192 = -1042514.557768
  nChanged 146
		SP:Iteration 14Q (8571.320000 sec): 3 clusters
  Score: Raw -1046979.751332 + Penalty 4401.726192 = -1042578.025140
  nChanged 166
		SP:Iteration 15Q (8571.350000 sec): 3 clusters
  Score: Raw -1047056.142941 + Penalty 4401.726192 = -1042654.416750
  nChanged 168
		SP:Iteration 16Q (8571.370000 sec): 3 clusters
  Score: Raw -1047131.535821 + Penalty 4401.726192 = -1042729.809629
  nChanged 178
		SP:Iteration 17Q (8571.400000 sec): 3 clusters
  Score: Raw -1047204.948593 + Penalty 4401.726192 = -1042803.222402
  nChanged 157
		SP:Iteration 18Q (8571.430000 sec): 3 clusters
  Score: Raw -1047272.846932 + Penalty 4401.726192 = -1042871.120741
  nChanged 181
		SP:Iteration 19Q (8571.450000 sec): 3 clusters
  Score: Raw -1047356.392063 + Penalty 4401.726192 = -1042954.665871
  nChanged 180
		SP:Iteration 20F (8571.480000 sec): 3 clusters
  Score: Raw -1047444.630447 + Penalty 4401.726192 = -1043042.904255
  nChanged 177
		SP:Iteration 21Q (8571.500000 sec): 3 clusters
  Score: Raw -1047541.731634 + Penalty 4401.726192 = -1043140.005442
  nChanged 203
		SP:Iteration 22Q (8571.530000 sec): 3 clusters
  Score: Raw -1047654.511753 + Penalty 4401.726192 = -1043252.785561
  nChanged 180
		SP:Iteration 23Q (8571.550000 sec): 3 clusters
  Score: Raw -1047746.520739 + Penalty 4401.726192 = -1043344.794547
  nChanged 159
		SP:Iteration 24Q (8571.580000 sec): 3 clusters
  Score: Raw -1047823.554719 + Penalty 4401.726192 = -1043421.828527
  nChanged 133
		SP:Iteration 25Q (8571.610000 sec): 3 clusters
  Score: Raw -1047886.293779 + Penalty 4401.726192 = -1043484.567587
  nChanged 107
		SP:Iteration 26Q (8571.630000 sec): 3 clusters
  Score: Raw -1047934.806456 + Penalty 4401.726192 = -1043533.080265
  nChanged 94
		SP:Iteration 27Q (8571.660000 sec): 3 clusters
  Score: Raw -1047977.763381 + Penalty 4401.726192 = -1043576.037189
  nChanged 78
		SP:Iteration 28Q (8571.690000 sec): 3 clusters
  Score: Raw -1048011.055905 + Penalty 4401.726192 = -1043609.329713
  nChanged 76
		SP:Iteration 29Q (8571.710000 sec): 3 clusters
  Score: Raw -1048046.093998 + Penalty 4401.726192 = -1043644.367806
  nChanged 59
		SP:Iteration 30Q (8571.730000 sec): 3 clusters
  Score: Raw -1048076.215744 + Penalty 4401.726192 = -1043674.489553
  nChanged 57
		SP:Iteration 31Q (8571.760000 sec): 3 clusters
  Score: Raw -1048106.115473 + Penalty 4401.726192 = -1043704.389281
  nChanged 60
		SP:Iteration 32Q (8571.800000 sec): 3 clusters
  Score: Raw -1048142.786944 + Penalty 4401.726192 = -1043741.060752
  nChanged 62
		SP:Iteration 33Q (8571.830000 sec): 3 clusters
  Score: Raw -1048174.103547 + Penalty 4401.726192 = -1043772.377355
  nChanged 61
		SP:Iteration 34Q (8571.850000 sec): 3 clusters
  Score: Raw -1048203.826423 + Penalty 4401.726192 = -1043802.100231
  nChanged 44
		SP:Iteration 35Q (8571.870000 sec): 3 clusters
  Score: Raw -1048227.961706 + Penalty 4401.726192 = -1043826.235515
  nChanged 40
		SP:Iteration 36Q (8571.900000 sec): 3 clusters
  Score: Raw -1048244.815251 + Penalty 4401.726192 = -1043843.089059
  nChanged 25
		SP:Iteration 37Q (8571.920000 sec): 3 clusters
  Score: Raw -1048257.596238 + Penalty 4401.726192 = -1043855.870046
  nChanged 29
		SP:Iteration 38Q (8571.950000 sec): 3 clusters
  Score: Raw -1048271.984282 + Penalty 4401.726192 = -1043870.258090
  nChanged 18
		SP:Iteration 39Q (8571.970000 sec): 3 clusters
  Score: Raw -1048281.793630 + Penalty 4401.726192 = -1043880.067438
  nChanged 19
		SP:Iteration 40F (8572.000000 sec): 3 clusters
  Score: Raw -1048293.719182 + Penalty 4401.726192 = -1043891.992990
  nChanged 24
		SP:Iteration 41Q (8572.020000 sec): 3 clusters
  Score: Raw -1048309.417334 + Penalty 4401.726192 = -1043907.691142
  nChanged 17
		SP:Iteration 42Q (8572.050000 sec): 3 clusters
  Score: Raw -1048319.874824 + Penalty 4401.726192 = -1043918.148633
  nChanged 12
		SP:Iteration 43Q (8572.070000 sec): 3 clusters
  Score: Raw -1048326.667028 + Penalty 4401.726192 = -1043924.940836
  nChanged 14
		SP:Iteration 44Q (8572.090000 sec): 3 clusters
  Score: Raw -1048336.005817 + Penalty 4401.726192 = -1043934.279626
  nChanged 13
		SP:Iteration 45Q (8572.120000 sec): 3 clusters
  Score: Raw -1048343.787698 + Penalty 4401.726192 = -1043942.061507
  nChanged 11
		SP:Iteration 46Q (8572.140000 sec): 3 clusters
  Score: Raw -1048350.060147 + Penalty 4401.726192 = -1043948.333955
  nChanged 7
		SP:Iteration 47Q (8572.160000 sec): 3 clusters
  Score: Raw -1048353.606226 + Penalty 4401.726192 = -1043951.880035
  nChanged 4
		SP:Iteration 48Q (8572.190000 sec): 3 clusters
  Score: Raw -1048355.413515 + Penalty 4401.726192 = -1043953.687323
  nChanged 4
		SP:Iteration 49Q (8572.210000 sec): 3 clusters
  Score: Raw -1048357.978435 + Penalty 4401.726192 = -1043956.252243
  nChanged 5
		SP:Iteration 50Q (8572.230000 sec): 3 clusters
  Score: Raw -1048361.097943 + Penalty 4401.726192 = -1043959.371752
  nChanged 4
		SP:Iteration 51Q (8572.260000 sec): 3 clusters
  Score: Raw -1048364.192674 + Penalty 4401.726192 = -1043962.466482
  nChanged 7
		SP:Iteration 52Q (8572.280000 sec): 3 clusters
  Score: Raw -1048368.758751 + Penalty 4401.726192 = -1043967.032560
  nChanged 14
		SP:Iteration 53Q (8572.310000 sec): 3 clusters
  Score: Raw -1048378.921182 + Penalty 4401.726192 = -1043977.194990
  nChanged 15
		SP:Iteration 54Q (8572.330000 sec): 3 clusters
  Score: Raw -1048388.036210 + Penalty 4401.726192 = -1043986.310018
  nChanged 10
		SP:Iteration 55Q (8572.350000 sec): 3 clusters
  Score: Raw -1048394.005039 + Penalty 4401.726192 = -1043992.278847
  nChanged 5
		SP:Iteration 56Q (8572.370000 sec): 3 clusters
  Score: Raw -1048397.249611 + Penalty 4401.726192 = -1043995.523419
  nChanged 6
		SP:Iteration 57Q (8572.400000 sec): 3 clusters
  Score: Raw -1048401.645003 + Penalty 4401.726192 = -1043999.918812
  nChanged 8
		SP:Iteration 58Q (8572.420000 sec): 3 clusters
  Score: Raw -1048406.763784 + Penalty 4401.726192 = -1044005.037593
  nChanged 7
		SP:Iteration 59Q (8572.440000 sec): 3 clusters
  Score: Raw -1048413.873521 + Penalty 4401.726192 = -1044012.147329
  nChanged 5
		SP:Iteration 60F (8572.470000 sec): 3 clusters
  Score: Raw -1048416.433002 + Penalty 4401.726192 = -1044014.706811
  nChanged 7
		SP:Iteration 61Q (8572.490000 sec): 3 clusters
  Score: Raw -1048421.994072 + Penalty 4401.726192 = -1044020.267881
  nChanged 6
		SP:Iteration 62Q (8572.510000 sec): 3 clusters
  Score: Raw -1048425.323147 + Penalty 4401.726192 = -1044023.596955
  nChanged 3
		SP:Iteration 63Q (8572.540000 sec): 3 clusters
  Score: Raw -1048427.398584 + Penalty 4401.726192 = -1044025.672393
  nChanged 5
		SP:Iteration 64Q (8572.560000 sec): 3 clusters
  Score: Raw -1048431.615888 + Penalty 4401.726192 = -1044029.889696
  nChanged 6
		SP:Iteration 65Q (8572.580000 sec): 3 clusters
  Score: Raw -1048436.855863 + Penalty 4401.726192 = -1044035.129671
  nChanged 6
		SP:Iteration 66Q (8572.610000 sec): 3 clusters
  Score: Raw -1048441.642292 + Penalty 4401.726192 = -1044039.916100
  nChanged 8
		SP:Iteration 67Q (8572.630000 sec): 3 clusters
  Score: Raw -1048449.116318 + Penalty 4401.726192 = -1044047.390126
  nChanged 7
		SP:Iteration 68Q (8572.650000 sec): 3 clusters
  Score: Raw -1048451.950037 + Penalty 4401.726192 = -1044050.223845
  nChanged 3
		SP:Iteration 69Q (8572.670000 sec): 3 clusters
  Score: Raw -1048453.195340 + Penalty 4401.726192 = -1044051.469148
  nChanged 3
		SP:Iteration 70Q (8572.700000 sec): 3 clusters
  Score: Raw -1048455.736304 + Penalty 4401.726192 = -1044054.010113
  nChanged 5
		SP:Iteration 71Q (8572.720000 sec): 3 clusters
  Score: Raw -1048459.640120 + Penalty 4401.726192 = -1044057.913928
  nChanged 6
		SP:Iteration 72Q (8572.740000 sec): 3 clusters
  Score: Raw -1048463.017348 + Penalty 4401.726192 = -1044061.291156
  nChanged 2
		SP:Iteration 73Q (8572.770000 sec): 3 clusters
  Score: Raw -1048464.978434 + Penalty 4401.726192 = -1044063.252243
  nChanged 4
		SP:Iteration 74Q (8572.790000 sec): 3 clusters
  Score: Raw -1048467.490413 + Penalty 4401.726192 = -1044065.764222
  nChanged 3
		SP:Iteration 75Q (8572.810000 sec): 3 clusters
  Score: Raw -1048468.690737 + Penalty 4401.726192 = -1044066.964545
  nChanged 0
		SP:Iteration 76F (8572.830000 sec): 3 clusters
  Score: Raw -1048468.690737 + Penalty 4401.726192 = -1044066.964545
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8572.860000 sec): 2 clusters
  Score: Raw -1106221.456500 + Penalty 2217.924743 = -1104003.531757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8572.890000 sec): 3 clusters
  Score: Raw -1102246.538105 + Penalty 4435.849487 = -1097810.688618
  nChanged 3103
		SP:Iteration 1F (8572.910000 sec): 3 clusters
  Score: Raw -1103887.081682 + Penalty 4435.849487 = -1099451.232196
  nChanged 586
		SP:Iteration 2F (8572.940000 sec): 3 clusters
  Score: Raw -1104225.015172 + Penalty 4435.849487 = -1099789.165686
  nChanged 458
		SP:Iteration 3F (8572.970000 sec): 3 clusters
  Score: Raw -1104484.592255 + Penalty 4435.849487 = -1100048.742768
  nChanged 354
		SP:Iteration 4Q (8572.990000 sec): 3 clusters
  Score: Raw -1104677.290858 + Penalty 4435.849487 = -1100241.441372
  nChanged 318
		SP:Iteration 5Q (8573.020000 sec): 3 clusters
  Score: Raw -1104829.014360 + Penalty 4435.849487 = -1100393.164873
  nChanged 255
		SP:Iteration 6Q (8573.050000 sec): 3 clusters
  Score: Raw -1104951.309083 + Penalty 4435.849487 = -1100515.459596
  nChanged 222
		SP:Iteration 7Q (8573.070000 sec): 3 clusters
  Score: Raw -1105054.002772 + Penalty 4435.849487 = -1100618.153285
  nChanged 211
		SP:Iteration 8Q (8573.100000 sec): 3 clusters
  Score: Raw -1105155.140271 + Penalty 4435.849487 = -1100719.290784
  nChanged 209
		SP:Iteration 9Q (8573.130000 sec): 3 clusters
  Score: Raw -1105260.103125 + Penalty 4435.849487 = -1100824.253638
  nChanged 200
		SP:Iteration 10Q (8573.150000 sec): 3 clusters
  Score: Raw -1105363.290951 + Penalty 4435.849487 = -1100927.441464
  nChanged 211
		SP:Iteration 11Q (8573.180000 sec): 3 clusters
  Score: Raw -1105471.414152 + Penalty 4435.849487 = -1101035.564665
  nChanged 191
		SP:Iteration 12Q (8573.210000 sec): 3 clusters
  Score: Raw -1105568.840416 + Penalty 4435.849487 = -1101132.990929
  nChanged 176
		SP:Iteration 13Q (8573.230000 sec): 3 clusters
  Score: Raw -1105651.980213 + Penalty 4435.849487 = -1101216.130726
  nChanged 166
		SP:Iteration 14Q (8573.260000 sec): 3 clusters
  Score: Raw -1105737.612345 + Penalty 4435.849487 = -1101301.762858
  nChanged 179
		SP:Iteration 15Q (8573.290000 sec): 3 clusters
  Score: Raw -1105829.150206 + Penalty 4435.849487 = -1101393.300720
  nChanged 155
		SP:Iteration 16Q (8573.310000 sec): 3 clusters
  Score: Raw -1105895.146978 + Penalty 4435.849487 = -1101459.297491
  nChanged 107
		SP:Iteration 17Q (8573.340000 sec): 3 clusters
  Score: Raw -1105941.052978 + Penalty 4435.849487 = -1101505.203492
  nChanged 100
		SP:Iteration 18Q (8573.370000 sec): 3 clusters
  Score: Raw -1105985.337908 + Penalty 4435.849487 = -1101549.488421
  nChanged 98
		SP:Iteration 19Q (8573.390000 sec): 3 clusters
  Score: Raw -1106025.675989 + Penalty 4435.849487 = -1101589.826502
  nChanged 80
		SP:Iteration 20F (8573.420000 sec): 3 clusters
  Score: Raw -1106060.547673 + Penalty 4435.849487 = -1101624.698186
  nChanged 84
		SP:Iteration 21Q (8573.440000 sec): 3 clusters
  Score: Raw -1106093.521777 + Penalty 4435.849487 = -1101657.672291
  nChanged 71
		SP:Iteration 22Q (8573.470000 sec): 3 clusters
  Score: Raw -1106116.702120 + Penalty 4435.849487 = -1101680.852633
  nChanged 61
		SP:Iteration 23Q (8573.490000 sec): 3 clusters
  Score: Raw -1106138.287239 + Penalty 4435.849487 = -1101702.437752
  nChanged 57
		SP:Iteration 24Q (8573.520000 sec): 3 clusters
  Score: Raw -1106157.301640 + Penalty 4435.849487 = -1101721.452153
  nChanged 49
		SP:Iteration 25Q (8573.550000 sec): 3 clusters
  Score: Raw -1106171.849832 + Penalty 4435.849487 = -1101736.000345
  nChanged 41
		SP:Iteration 26Q (8573.570000 sec): 3 clusters
  Score: Raw -1106185.017972 + Penalty 4435.849487 = -1101749.168485
  nChanged 52
		SP:Iteration 27Q (8573.590000 sec): 3 clusters
  Score: Raw -1106200.819244 + Penalty 4435.849487 = -1101764.969757
  nChanged 41
		SP:Iteration 28Q (8573.620000 sec): 3 clusters
  Score: Raw -1106216.231362 + Penalty 4435.849487 = -1101780.381875
  nChanged 45
		SP:Iteration 29Q (8573.650000 sec): 3 clusters
  Score: Raw -1106232.425422 + Penalty 4435.849487 = -1101796.575935
  nChanged 50
		SP:Iteration 30Q (8573.670000 sec): 3 clusters
  Score: Raw -1106254.268676 + Penalty 4435.849487 = -1101818.419189
  nChanged 53
		SP:Iteration 31Q (8573.690000 sec): 3 clusters
  Score: Raw -1106273.112978 + Penalty 4435.849487 = -1101837.263491
  nChanged 40
		SP:Iteration 32Q (8573.720000 sec): 3 clusters
  Score: Raw -1106286.591392 + Penalty 4435.849487 = -1101850.741905
  nChanged 34
		SP:Iteration 33Q (8573.750000 sec): 3 clusters
  Score: Raw -1106296.345783 + Penalty 4435.849487 = -1101860.496296
  nChanged 27
		SP:Iteration 34Q (8573.770000 sec): 3 clusters
  Score: Raw -1106305.902187 + Penalty 4435.849487 = -1101870.052700
  nChanged 34
		SP:Iteration 35Q (8573.790000 sec): 3 clusters
  Score: Raw -1106317.046410 + Penalty 4435.849487 = -1101881.196923
  nChanged 28
		SP:Iteration 36Q (8573.820000 sec): 3 clusters
  Score: Raw -1106325.768581 + Penalty 4435.849487 = -1101889.919094
  nChanged 21
		SP:Iteration 37Q (8573.850000 sec): 3 clusters
  Score: Raw -1106331.991425 + Penalty 4435.849487 = -1101896.141938
  nChanged 27
		SP:Iteration 38Q (8573.870000 sec): 3 clusters
  Score: Raw -1106339.206951 + Penalty 4435.849487 = -1101903.357464
  nChanged 23
		SP:Iteration 39Q (8573.890000 sec): 3 clusters
  Score: Raw -1106346.817645 + Penalty 4435.849487 = -1101910.968159
  nChanged 26
		SP:Iteration 40F (8573.920000 sec): 3 clusters
  Score: Raw -1106354.687404 + Penalty 4435.849487 = -1101918.837917
  nChanged 29
		SP:Iteration 41Q (8573.950000 sec): 3 clusters
  Score: Raw -1106361.686351 + Penalty 4435.849487 = -1101925.836864
  nChanged 32
		SP:Iteration 42Q (8573.970000 sec): 3 clusters
  Score: Raw -1106372.416633 + Penalty 4435.849487 = -1101936.567146
  nChanged 29
		SP:Iteration 43Q (8573.990000 sec): 3 clusters
  Score: Raw -1106380.929139 + Penalty 4435.849487 = -1101945.079652
  nChanged 20
		SP:Iteration 44Q (8574.020000 sec): 3 clusters
  Score: Raw -1106385.724969 + Penalty 4435.849487 = -1101949.875482
  nChanged 18
		SP:Iteration 45Q (8574.040000 sec): 3 clusters
  Score: Raw -1106392.793914 + Penalty 4435.849487 = -1101956.944427
  nChanged 23
		SP:Iteration 46Q (8574.070000 sec): 3 clusters
  Score: Raw -1106399.758324 + Penalty 4435.849487 = -1101963.908837
  nChanged 25
		SP:Iteration 47Q (8574.090000 sec): 3 clusters
  Score: Raw -1106407.427134 + Penalty 4435.849487 = -1101971.577647
  nChanged 28
		SP:Iteration 48Q (8574.110000 sec): 3 clusters
  Score: Raw -1106417.400322 + Penalty 4435.849487 = -1101981.550835
  nChanged 32
		SP:Iteration 49Q (8574.140000 sec): 3 clusters
  Score: Raw -1106428.355474 + Penalty 4435.849487 = -1101992.505987
  nChanged 25
		SP:Iteration 50Q (8574.160000 sec): 3 clusters
  Score: Raw -1106435.379268 + Penalty 4435.849487 = -1101999.529781
  nChanged 22
		SP:Iteration 51Q (8574.190000 sec): 3 clusters
  Score: Raw -1106441.699734 + Penalty 4435.849487 = -1102005.850248
  nChanged 24
		SP:Iteration 52Q (8574.210000 sec): 3 clusters
  Score: Raw -1106450.389318 + Penalty 4435.849487 = -1102014.539831
  nChanged 30
		SP:Iteration 53Q (8574.230000 sec): 3 clusters
  Score: Raw -1106463.336278 + Penalty 4435.849487 = -1102027.486791
  nChanged 33
		SP:Iteration 54Q (8574.260000 sec): 3 clusters
  Score: Raw -1106476.834742 + Penalty 4435.849487 = -1102040.985255
  nChanged 32
		SP:Iteration 55Q (8574.280000 sec): 3 clusters
  Score: Raw -1106489.269682 + Penalty 4435.849487 = -1102053.420195
  nChanged 31
		SP:Iteration 56Q (8574.310000 sec): 3 clusters
  Score: Raw -1106502.674559 + Penalty 4435.849487 = -1102066.825072
  nChanged 30
		SP:Iteration 57Q (8574.330000 sec): 3 clusters
  Score: Raw -1106513.495407 + Penalty 4435.849487 = -1102077.645920
  nChanged 28
		SP:Iteration 58Q (8574.350000 sec): 3 clusters
  Score: Raw -1106525.401234 + Penalty 4435.849487 = -1102089.551747
  nChanged 23
		SP:Iteration 59Q (8574.380000 sec): 3 clusters
  Score: Raw -1106532.343900 + Penalty 4435.849487 = -1102096.494414
  nChanged 21
		SP:Iteration 60F (8574.400000 sec): 3 clusters
  Score: Raw -1106541.816663 + Penalty 4435.849487 = -1102105.967176
  nChanged 26
		SP:Iteration 61Q (8574.430000 sec): 3 clusters
  Score: Raw -1106552.776481 + Penalty 4435.849487 = -1102116.926994
  nChanged 32
		SP:Iteration 62Q (8574.450000 sec): 3 clusters
  Score: Raw -1106566.570172 + Penalty 4435.849487 = -1102130.720685
  nChanged 23
		SP:Iteration 63Q (8574.470000 sec): 3 clusters
  Score: Raw -1106577.531609 + Penalty 4435.849487 = -1102141.682123
  nChanged 25
		SP:Iteration 64Q (8574.500000 sec): 3 clusters
  Score: Raw -1106587.859436 + Penalty 4435.849487 = -1102152.009949
  nChanged 26
		SP:Iteration 65Q (8574.520000 sec): 3 clusters
  Score: Raw -1106600.121168 + Penalty 4435.849487 = -1102164.271682
  nChanged 29
		SP:Iteration 66Q (8574.540000 sec): 3 clusters
  Score: Raw -1106617.359139 + Penalty 4435.849487 = -1102181.509652
  nChanged 39
		SP:Iteration 67Q (8574.570000 sec): 3 clusters
  Score: Raw -1106635.119974 + Penalty 4435.849487 = -1102199.270487
  nChanged 32
		SP:Iteration 68Q (8574.590000 sec): 3 clusters
  Score: Raw -1106653.867330 + Penalty 4435.849487 = -1102218.017843
  nChanged 30
		SP:Iteration 69Q (8574.610000 sec): 3 clusters
  Score: Raw -1106669.216020 + Penalty 4435.849487 = -1102233.366533
  nChanged 27
		SP:Iteration 70Q (8574.630000 sec): 3 clusters
  Score: Raw -1106681.509726 + Penalty 4435.849487 = -1102245.660239
  nChanged 30
		SP:Iteration 71Q (8574.660000 sec): 3 clusters
  Score: Raw -1106697.790979 + Penalty 4435.849487 = -1102261.941492
  nChanged 29
		SP:Iteration 72Q (8574.680000 sec): 3 clusters
  Score: Raw -1106710.109032 + Penalty 4435.849487 = -1102274.259545
  nChanged 24
		SP:Iteration 73Q (8574.700000 sec): 3 clusters
  Score: Raw -1106721.879336 + Penalty 4435.849487 = -1102286.029850
  nChanged 23
		SP:Iteration 74Q (8574.720000 sec): 3 clusters
  Score: Raw -1106732.851793 + Penalty 4435.849487 = -1102297.002307
  nChanged 20
		SP:Iteration 75Q (8574.750000 sec): 3 clusters
  Score: Raw -1106742.176809 + Penalty 4435.849487 = -1102306.327322
  nChanged 20
		SP:Iteration 76Q (8574.770000 sec): 3 clusters
  Score: Raw -1106752.320677 + Penalty 4435.849487 = -1102316.471190
  nChanged 17
		SP:Iteration 77Q (8574.790000 sec): 3 clusters
  Score: Raw -1106758.719699 + Penalty 4435.849487 = -1102322.870212
  nChanged 11
		SP:Iteration 78Q (8574.810000 sec): 3 clusters
  Score: Raw -1106762.511220 + Penalty 4435.849487 = -1102326.661733
  nChanged 13
		SP:Iteration 79Q (8574.830000 sec): 3 clusters
  Score: Raw -1106768.441492 + Penalty 4435.849487 = -1102332.592005
  nChanged 14
		SP:Iteration 80F (8574.860000 sec): 3 clusters
  Score: Raw -1106773.017206 + Penalty 4435.849487 = -1102337.167719
  nChanged 9
		SP:Iteration 81Q (8574.880000 sec): 3 clusters
  Score: Raw -1106777.604436 + Penalty 4435.849487 = -1102341.754949
  nChanged 10
		SP:Iteration 82Q (8574.910000 sec): 3 clusters
  Score: Raw -1106781.503638 + Penalty 4435.849487 = -1102345.654152
  nChanged 5
		SP:Iteration 83Q (8574.930000 sec): 3 clusters
  Score: Raw -1106782.839337 + Penalty 4435.849487 = -1102346.989850
  nChanged 4
		SP:Iteration 84Q (8574.950000 sec): 3 clusters
  Score: Raw -1106784.487160 + Penalty 4435.849487 = -1102348.637673
  nChanged 6
		SP:Iteration 85Q (8574.970000 sec): 3 clusters
  Score: Raw -1106786.974047 + Penalty 4435.849487 = -1102351.124560
  nChanged 6
		SP:Iteration 86Q (8574.990000 sec): 3 clusters
  Score: Raw -1106788.870878 + Penalty 4435.849487 = -1102353.021391
  nChanged 3
		SP:Iteration 87Q (8575.020000 sec): 3 clusters
  Score: Raw -1106789.554410 + Penalty 4435.849487 = -1102353.704923
  nChanged 0
		SP:Iteration 88F (8575.040000 sec): 3 clusters
  Score: Raw -1106789.554410 + Penalty 4435.849487 = -1102353.704923
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8575.130000 sec): 2 clusters
  Score: Raw -4024112.096684 + Penalty 2532.694661 = -4021579.402023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8575.230000 sec): 3 clusters
  Score: Raw -4007901.053187 + Penalty 5065.389321 = -4002835.663866
  nChanged 12271
		SP:Iteration 1F (8575.330000 sec): 3 clusters
  Score: Raw -4014304.484709 + Penalty 5065.389321 = -4009239.095387
  nChanged 1296
		SP:Iteration 2Q (8575.430000 sec): 3 clusters
  Score: Raw -4014704.290940 + Penalty 5065.389321 = -4009638.901618
  nChanged 1129
		SP:Iteration 3Q (8575.530000 sec): 3 clusters
  Score: Raw -4015040.531056 + Penalty 5065.389321 = -4009975.141735
  nChanged 1016
		SP:Iteration 4Q (8575.630000 sec): 3 clusters
  Score: Raw -4015324.939549 + Penalty 5065.389321 = -4010259.550228
  nChanged 894
		SP:Iteration 5Q (8575.740000 sec): 3 clusters
  Score: Raw -4015581.957350 + Penalty 5065.389321 = -4010516.568029
  nChanged 852
		SP:Iteration 6Q (8575.840000 sec): 3 clusters
  Score: Raw -4015844.894236 + Penalty 5065.389321 = -4010779.504915
  nChanged 890
		SP:Iteration 7Q (8575.940000 sec): 3 clusters
  Score: Raw -4016153.517596 + Penalty 5065.389321 = -4011088.128275
  nChanged 986
		SP:Iteration 8Q (8576.040000 sec): 3 clusters
  Score: Raw -4016547.095819 + Penalty 5065.389321 = -4011481.706497
  nChanged 1140
		SP:Iteration 9Q (8576.140000 sec): 3 clusters
  Score: Raw -4017091.384030 + Penalty 5065.389321 = -4012025.994708
  nChanged 1384
		SP:Iteration 10F (8576.230000 sec): 3 clusters
  Score: Raw -4017910.807849 + Penalty 5065.389321 = -4012845.418528
  nChanged 1686
		SP:Iteration 11F (8576.330000 sec): 3 clusters
  Score: Raw -4019122.481658 + Penalty 5065.389321 = -4014057.092337
  nChanged 1766
		SP:Iteration 12F (8576.420000 sec): 3 clusters
  Score: Raw -4020554.104907 + Penalty 5065.389321 = -4015488.715586
  nChanged 1638
		SP:Iteration 13F (8576.510000 sec): 3 clusters
  Score: Raw -4022018.912853 + Penalty 5065.389321 = -4016953.523532
  nChanged 1189
		SP:Iteration 14Q (8576.600000 sec): 3 clusters
  Score: Raw -4023103.117804 + Penalty 5065.389321 = -4018037.728482
  nChanged 691
		SP:Iteration 15Q (8576.690000 sec): 3 clusters
  Score: Raw -4023750.844906 + Penalty 5065.389321 = -4018685.455585
  nChanged 348
		SP:Iteration 16Q (8576.760000 sec): 3 clusters
  Score: Raw -4024071.942234 + Penalty 5065.389321 = -4019006.552913
  nChanged 170
		SP:Iteration 17Q (8576.830000 sec): 3 clusters
  Score: Raw -4024238.268289 + Penalty 5065.389321 = -4019172.878968
  nChanged 96
		SP:Iteration 18Q (8576.900000 sec): 3 clusters
  Score: Raw -4024337.478425 + Penalty 5065.389321 = -4019272.089103
  nChanged 59
		SP:Iteration 19Q (8576.970000 sec): 3 clusters
  Score: Raw -4024396.296202 + Penalty 5065.389321 = -4019330.906881
  nChanged 40
		SP:Iteration 20F (8577.070000 sec): 3 clusters
  Score: Raw -4024432.380105 + Penalty 5065.389321 = -4019366.990784
  nChanged 27
		SP:Iteration 21Q (8577.130000 sec): 3 clusters
  Score: Raw -4024459.321632 + Penalty 5065.389321 = -4019393.932311
  nChanged 23
		SP:Iteration 22Q (8577.200000 sec): 3 clusters
  Score: Raw -4024477.687624 + Penalty 5065.389321 = -4019412.298303
  nChanged 21
		SP:Iteration 23Q (8577.270000 sec): 3 clusters
  Score: Raw -4024493.606450 + Penalty 5065.389321 = -4019428.217128
  nChanged 11
		SP:Iteration 24Q (8577.330000 sec): 3 clusters
  Score: Raw -4024501.707234 + Penalty 5065.389321 = -4019436.317913
  nChanged 8
		SP:Iteration 25Q (8577.400000 sec): 3 clusters
  Score: Raw -4024508.094325 + Penalty 5065.389321 = -4019442.705004
  nChanged 3
		SP:Iteration 26Q (8577.470000 sec): 3 clusters
  Score: Raw -4024510.152543 + Penalty 5065.389321 = -4019444.763222
  nChanged 1
		SP:Iteration 27Q (8577.540000 sec): 3 clusters
  Score: Raw -4024511.333131 + Penalty 5065.389321 = -4019445.943809
  nChanged 0
		SP:Iteration 28F (8577.630000 sec): 3 clusters
  Score: Raw -4024511.333131 + Penalty 5065.389321 = -4019445.943809
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8577.710000 sec): 2 clusters
  Score: Raw -3338101.850046 + Penalty 2502.075052 = -3335599.774994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8577.790000 sec): 3 clusters
  Score: Raw -3324002.424596 + Penalty 5004.150104 = -3318998.274492
  nChanged 10635
		SP:Iteration 1F (8577.880000 sec): 3 clusters
  Score: Raw -3329957.080198 + Penalty 5004.150104 = -3324952.930094
  nChanged 1308
		SP:Iteration 2F (8577.960000 sec): 3 clusters
  Score: Raw -3330495.463546 + Penalty 5004.150104 = -3325491.313442
  nChanged 1207
		SP:Iteration 3F (8578.050000 sec): 3 clusters
  Score: Raw -3331003.770349 + Penalty 5004.150104 = -3325999.620245
  nChanged 1138
		SP:Iteration 4Q (8578.130000 sec): 3 clusters
  Score: Raw -3331471.811964 + Penalty 5004.150104 = -3326467.661860
  nChanged 1035
		SP:Iteration 5Q (8578.220000 sec): 3 clusters
  Score: Raw -3331898.261521 + Penalty 5004.150104 = -3326894.111417
  nChanged 1004
		SP:Iteration 6Q (8578.310000 sec): 3 clusters
  Score: Raw -3332299.940681 + Penalty 5004.150104 = -3327295.790577
  nChanged 925
		SP:Iteration 7Q (8578.390000 sec): 3 clusters
  Score: Raw -3332688.323075 + Penalty 5004.150104 = -3327684.172971
  nChanged 911
		SP:Iteration 8Q (8578.480000 sec): 3 clusters
  Score: Raw -3333111.896710 + Penalty 5004.150104 = -3328107.746606
  nChanged 913
		SP:Iteration 9Q (8578.570000 sec): 3 clusters
  Score: Raw -3333577.601537 + Penalty 5004.150104 = -3328573.451433
  nChanged 901
		SP:Iteration 10Q (8578.660000 sec): 3 clusters
  Score: Raw -3334049.129650 + Penalty 5004.150104 = -3329044.979545
  nChanged 874
		SP:Iteration 11Q (8578.750000 sec): 3 clusters
  Score: Raw -3334566.321731 + Penalty 5004.150104 = -3329562.171626
  nChanged 852
		SP:Iteration 12Q (8578.830000 sec): 3 clusters
  Score: Raw -3335088.454639 + Penalty 5004.150104 = -3330084.304535
  nChanged 831
		SP:Iteration 13Q (8578.920000 sec): 3 clusters
  Score: Raw -3335568.199634 + Penalty 5004.150104 = -3330564.049529
  nChanged 719
		SP:Iteration 14Q (8579.010000 sec): 3 clusters
  Score: Raw -3335933.336871 + Penalty 5004.150104 = -3330929.186767
  nChanged 531
		SP:Iteration 15Q (8579.090000 sec): 3 clusters
  Score: Raw -3336153.020010 + Penalty 5004.150104 = -3331148.869906
  nChanged 437
		SP:Iteration 16Q (8579.170000 sec): 3 clusters
  Score: Raw -3336322.626916 + Penalty 5004.150104 = -3331318.476811
  nChanged 365
		SP:Iteration 17Q (8579.250000 sec): 3 clusters
  Score: Raw -3336467.980366 + Penalty 5004.150104 = -3331463.830262
  nChanged 355
		SP:Iteration 18Q (8579.330000 sec): 3 clusters
  Score: Raw -3336604.553498 + Penalty 5004.150104 = -3331600.403393
  nChanged 351
		SP:Iteration 19Q (8579.410000 sec): 3 clusters
  Score: Raw -3336742.958467 + Penalty 5004.150104 = -3331738.808362
  nChanged 330
		SP:Iteration 20F (8579.490000 sec): 3 clusters
  Score: Raw -3336858.101740 + Penalty 5004.150104 = -3331853.951635
  nChanged 301
		SP:Iteration 21Q (8579.570000 sec): 3 clusters
  Score: Raw -3336960.679839 + Penalty 5004.150104 = -3331956.529735
  nChanged 275
		SP:Iteration 22Q (8579.640000 sec): 3 clusters
  Score: Raw -3337054.662185 + Penalty 5004.150104 = -3332050.512081
  nChanged 274
		SP:Iteration 23Q (8579.720000 sec): 3 clusters
  Score: Raw -3337157.980762 + Penalty 5004.150104 = -3332153.830658
  nChanged 248
		SP:Iteration 24Q (8579.790000 sec): 3 clusters
  Score: Raw -3337243.734430 + Penalty 5004.150104 = -3332239.584326
  nChanged 233
		SP:Iteration 25Q (8579.870000 sec): 3 clusters
  Score: Raw -3337321.060851 + Penalty 5004.150104 = -3332316.910747
  nChanged 245
		SP:Iteration 26Q (8579.950000 sec): 3 clusters
  Score: Raw -3337405.816780 + Penalty 5004.150104 = -3332401.666676
  nChanged 219
		SP:Iteration 27Q (8580.030000 sec): 3 clusters
  Score: Raw -3337472.532096 + Penalty 5004.150104 = -3332468.381991
  nChanged 185
		SP:Iteration 28Q (8580.100000 sec): 3 clusters
  Score: Raw -3337525.394362 + Penalty 5004.150104 = -3332521.244258
  nChanged 179
		SP:Iteration 29Q (8580.170000 sec): 3 clusters
  Score: Raw -3337576.637937 + Penalty 5004.150104 = -3332572.487833
  nChanged 164
		SP:Iteration 30Q (8580.250000 sec): 3 clusters
  Score: Raw -3337619.830796 + Penalty 5004.150104 = -3332615.680692
  nChanged 165
		SP:Iteration 31Q (8580.330000 sec): 3 clusters
  Score: Raw -3337670.569304 + Penalty 5004.150104 = -3332666.419200
  nChanged 166
		SP:Iteration 32Q (8580.400000 sec): 3 clusters
  Score: Raw -3337717.212000 + Penalty 5004.150104 = -3332713.061896
  nChanged 155
		SP:Iteration 33Q (8580.470000 sec): 3 clusters
  Score: Raw -3337760.134413 + Penalty 5004.150104 = -3332755.984309
  nChanged 141
		SP:Iteration 34Q (8580.550000 sec): 3 clusters
  Score: Raw -3337804.666007 + Penalty 5004.150104 = -3332800.515903
  nChanged 166
		SP:Iteration 35Q (8580.620000 sec): 3 clusters
  Score: Raw -3337862.616541 + Penalty 5004.150104 = -3332858.466437
  nChanged 160
		SP:Iteration 36Q (8580.690000 sec): 3 clusters
  Score: Raw -3337917.905978 + Penalty 5004.150104 = -3332913.755873
  nChanged 142
		SP:Iteration 37Q (8580.770000 sec): 3 clusters
  Score: Raw -3337966.640148 + Penalty 5004.150104 = -3332962.490044
  nChanged 142
		SP:Iteration 38Q (8580.840000 sec): 3 clusters
  Score: Raw -3338008.941754 + Penalty 5004.150104 = -3333004.791649
  nChanged 123
		SP:Iteration 39Q (8580.910000 sec): 3 clusters
  Score: Raw -3338049.680167 + Penalty 5004.150104 = -3333045.530063
  nChanged 105
		SP:Iteration 40F (8581.000000 sec): 3 clusters
  Score: Raw -3338082.285901 + Penalty 5004.150104 = -3333078.135797
  nChanged 114
		SP:Iteration 41Q (8581.070000 sec): 3 clusters
  Score: Raw -3338120.519193 + Penalty 5004.150104 = -3333116.369089
  nChanged 89
		SP:Iteration 42Q (8581.140000 sec): 3 clusters
  Score: Raw -3338150.493460 + Penalty 5004.150104 = -3333146.343356
  nChanged 91
		SP:Iteration 43Q (8581.210000 sec): 3 clusters
  Score: Raw -3338183.265680 + Penalty 5004.150104 = -3333179.115576
  nChanged 76
		SP:Iteration 44Q (8581.270000 sec): 3 clusters
  Score: Raw -3338210.204261 + Penalty 5004.150104 = -3333206.054157
  nChanged 75
		SP:Iteration 45Q (8581.340000 sec): 3 clusters
  Score: Raw -3338232.112921 + Penalty 5004.150104 = -3333227.962817
  nChanged 81
		SP:Iteration 46Q (8581.410000 sec): 3 clusters
  Score: Raw -3338259.142424 + Penalty 5004.150104 = -3333254.992320
  nChanged 82
		SP:Iteration 47Q (8581.480000 sec): 3 clusters
  Score: Raw -3338292.482232 + Penalty 5004.150104 = -3333288.332128
  nChanged 82
		SP:Iteration 48Q (8581.550000 sec): 3 clusters
  Score: Raw -3338320.860382 + Penalty 5004.150104 = -3333316.710277
  nChanged 77
		SP:Iteration 49Q (8581.620000 sec): 3 clusters
  Score: Raw -3338341.373924 + Penalty 5004.150104 = -3333337.223820
  nChanged 52
		SP:Iteration 50Q (8581.680000 sec): 3 clusters
  Score: Raw -3338354.668711 + Penalty 5004.150104 = -3333350.518607
  nChanged 41
		SP:Iteration 51Q (8581.750000 sec): 3 clusters
  Score: Raw -3338364.122180 + Penalty 5004.150104 = -3333359.972076
  nChanged 36
		SP:Iteration 52Q (8581.820000 sec): 3 clusters
  Score: Raw -3338372.569597 + Penalty 5004.150104 = -3333368.419493
  nChanged 34
		SP:Iteration 53Q (8581.880000 sec): 3 clusters
  Score: Raw -3338380.103225 + Penalty 5004.150104 = -3333375.953121
  nChanged 36
		SP:Iteration 54Q (8581.950000 sec): 3 clusters
  Score: Raw -3338388.146954 + Penalty 5004.150104 = -3333383.996849
  nChanged 19
		SP:Iteration 55Q (8582.010000 sec): 3 clusters
  Score: Raw -3338392.531027 + Penalty 5004.150104 = -3333388.380922
  nChanged 18
		SP:Iteration 56Q (8582.080000 sec): 3 clusters
  Score: Raw -3338397.729134 + Penalty 5004.150104 = -3333393.579029
  nChanged 22
		SP:Iteration 57Q (8582.140000 sec): 3 clusters
  Score: Raw -3338402.961344 + Penalty 5004.150104 = -3333398.811240
  nChanged 20
		SP:Iteration 58Q (8582.210000 sec): 3 clusters
  Score: Raw -3338407.668865 + Penalty 5004.150104 = -3333403.518760
  nChanged 23
		SP:Iteration 59Q (8582.280000 sec): 3 clusters
  Score: Raw -3338412.253454 + Penalty 5004.150104 = -3333408.103349
  nChanged 16
		SP:Iteration 60F (8582.360000 sec): 3 clusters
  Score: Raw -3338415.188547 + Penalty 5004.150104 = -3333411.038443
  nChanged 13
		SP:Iteration 61Q (8582.420000 sec): 3 clusters
  Score: Raw -3338418.956863 + Penalty 5004.150104 = -3333414.806759
  nChanged 24
		SP:Iteration 62Q (8582.490000 sec): 3 clusters
  Score: Raw -3338425.136702 + Penalty 5004.150104 = -3333420.986598
  nChanged 16
		SP:Iteration 63Q (8582.560000 sec): 3 clusters
  Score: Raw -3338428.787490 + Penalty 5004.150104 = -3333424.637386
  nChanged 10
		SP:Iteration 64Q (8582.620000 sec): 3 clusters
  Score: Raw -3338430.600549 + Penalty 5004.150104 = -3333426.450445
  nChanged 6
		SP:Iteration 65Q (8582.690000 sec): 3 clusters
  Score: Raw -3338431.547169 + Penalty 5004.150104 = -3333427.397065
  nChanged 4
		SP:Iteration 66Q (8582.760000 sec): 3 clusters
  Score: Raw -3338432.073868 + Penalty 5004.150104 = -3333427.923763
  nChanged 3
		SP:Iteration 67Q (8582.820000 sec): 3 clusters
  Score: Raw -3338432.560068 + Penalty 5004.150104 = -3333428.409964
  nChanged 7
		SP:Iteration 68Q (8582.890000 sec): 3 clusters
  Score: Raw -3338433.520561 + Penalty 5004.150104 = -3333429.370457
  nChanged 8
		SP:Iteration 69Q (8582.950000 sec): 3 clusters
  Score: Raw -3338435.131887 + Penalty 5004.150104 = -3333430.981783
  nChanged 13
		SP:Iteration 70Q (8583.020000 sec): 3 clusters
  Score: Raw -3338437.951714 + Penalty 5004.150104 = -3333433.801610
  nChanged 11
		SP:Iteration 71Q (8583.080000 sec): 3 clusters
  Score: Raw -3338439.911761 + Penalty 5004.150104 = -3333435.761657
  nChanged 11
		SP:Iteration 72Q (8583.150000 sec): 3 clusters
  Score: Raw -3338442.703440 + Penalty 5004.150104 = -3333438.553336
  nChanged 9
		SP:Iteration 73Q (8583.210000 sec): 3 clusters
  Score: Raw -3338444.803474 + Penalty 5004.150104 = -3333440.653370
  nChanged 12
		SP:Iteration 74Q (8583.280000 sec): 3 clusters
  Score: Raw -3338447.366291 + Penalty 5004.150104 = -3333443.216187
  nChanged 9
		SP:Iteration 75Q (8583.340000 sec): 3 clusters
  Score: Raw -3338449.806717 + Penalty 5004.150104 = -3333445.656613
  nChanged 12
		SP:Iteration 76Q (8583.410000 sec): 3 clusters
  Score: Raw -3338453.174718 + Penalty 5004.150104 = -3333449.024613
  nChanged 18
		SP:Iteration 77Q (8583.470000 sec): 3 clusters
  Score: Raw -3338458.339263 + Penalty 5004.150104 = -3333454.189158
  nChanged 21
		SP:Iteration 78Q (8583.540000 sec): 3 clusters
  Score: Raw -3338464.092793 + Penalty 5004.150104 = -3333459.942689
  nChanged 23
		SP:Iteration 79Q (8583.600000 sec): 3 clusters
  Score: Raw -3338469.402005 + Penalty 5004.150104 = -3333465.251901
  nChanged 18
		SP:Iteration 80F (8583.680000 sec): 3 clusters
  Score: Raw -3338473.417772 + Penalty 5004.150104 = -3333469.267668
  nChanged 16
		SP:Iteration 81Q (8583.750000 sec): 3 clusters
  Score: Raw -3338477.768317 + Penalty 5004.150104 = -3333473.618213
  nChanged 16
		SP:Iteration 82Q (8583.810000 sec): 3 clusters
  Score: Raw -3338482.787503 + Penalty 5004.150104 = -3333478.637399
  nChanged 18
		SP:Iteration 83Q (8583.880000 sec): 3 clusters
  Score: Raw -3338487.478570 + Penalty 5004.150104 = -3333483.328465
  nChanged 19
		SP:Iteration 84Q (8583.940000 sec): 3 clusters
  Score: Raw -3338492.469956 + Penalty 5004.150104 = -3333488.319852
  nChanged 18
		SP:Iteration 85Q (8584.010000 sec): 3 clusters
  Score: Raw -3338497.162774 + Penalty 5004.150104 = -3333493.012669
  nChanged 21
		SP:Iteration 86Q (8584.070000 sec): 3 clusters
  Score: Raw -3338503.556082 + Penalty 5004.150104 = -3333499.405978
  nChanged 15
		SP:Iteration 87Q (8584.130000 sec): 3 clusters
  Score: Raw -3338507.860307 + Penalty 5004.150104 = -3333503.710203
  nChanged 25
		SP:Iteration 88Q (8584.200000 sec): 3 clusters
  Score: Raw -3338516.374241 + Penalty 5004.150104 = -3333512.224137
  nChanged 27
		SP:Iteration 89Q (8584.260000 sec): 3 clusters
  Score: Raw -3338523.313576 + Penalty 5004.150104 = -3333519.163471
  nChanged 21
		SP:Iteration 90Q (8584.330000 sec): 3 clusters
  Score: Raw -3338529.561751 + Penalty 5004.150104 = -3333525.411647
  nChanged 23
		SP:Iteration 91Q (8584.390000 sec): 3 clusters
  Score: Raw -3338537.689438 + Penalty 5004.150104 = -3333533.539333
  nChanged 28
		SP:Iteration 92Q (8584.460000 sec): 3 clusters
  Score: Raw -3338547.499859 + Penalty 5004.150104 = -3333543.349755
  nChanged 35
		SP:Iteration 93Q (8584.520000 sec): 3 clusters
  Score: Raw -3338560.458597 + Penalty 5004.150104 = -3333556.308493
  nChanged 29
		SP:Iteration 94Q (8584.590000 sec): 3 clusters
  Score: Raw -3338571.861307 + Penalty 5004.150104 = -3333567.711203
  nChanged 39
		SP:Iteration 95Q (8584.650000 sec): 3 clusters
  Score: Raw -3338588.026615 + Penalty 5004.150104 = -3333583.876511
  nChanged 38
		SP:Iteration 96Q (8584.710000 sec): 3 clusters
  Score: Raw -3338602.077880 + Penalty 5004.150104 = -3333597.927776
  nChanged 44
		SP:Iteration 97Q (8584.770000 sec): 3 clusters
  Score: Raw -3338617.341216 + Penalty 5004.150104 = -3333613.191112
  nChanged 40
		SP:Iteration 98Q (8584.840000 sec): 3 clusters
  Score: Raw -3338631.558427 + Penalty 5004.150104 = -3333627.408323
  nChanged 32
		SP:Iteration 99Q (8584.900000 sec): 3 clusters
  Score: Raw -3338642.981750 + Penalty 5004.150104 = -3333638.831646
  nChanged 26
		SP:Iteration 100F (8584.990000 sec): 3 clusters
  Score: Raw -3338653.351452 + Penalty 5004.150104 = -3333649.201348
  nChanged 34
		SP:Iteration 101Q (8585.050000 sec): 3 clusters
  Score: Raw -3338668.671716 + Penalty 5004.150104 = -3333664.521611
  nChanged 39
		SP:Iteration 102Q (8585.110000 sec): 3 clusters
  Score: Raw -3338685.710146 + Penalty 5004.150104 = -3333681.560041
  nChanged 35
		SP:Iteration 103Q (8585.170000 sec): 3 clusters
  Score: Raw -3338701.292211 + Penalty 5004.150104 = -3333697.142107
  nChanged 33
		SP:Iteration 104Q (8585.240000 sec): 3 clusters
  Score: Raw -3338714.327808 + Penalty 5004.150104 = -3333710.177704
  nChanged 25
		SP:Iteration 105Q (8585.300000 sec): 3 clusters
  Score: Raw -3338726.142662 + Penalty 5004.150104 = -3333721.992558
  nChanged 23
		SP:Iteration 106Q (8585.360000 sec): 3 clusters
  Score: Raw -3338735.829541 + Penalty 5004.150104 = -3333731.679436
  nChanged 24
		SP:Iteration 107Q (8585.420000 sec): 3 clusters
  Score: Raw -3338745.103206 + Penalty 5004.150104 = -3333740.953101
  nChanged 27
		SP:Iteration 108Q (8585.490000 sec): 3 clusters
  Score: Raw -3338754.503861 + Penalty 5004.150104 = -3333750.353757
  nChanged 18
		SP:Iteration 109Q (8585.550000 sec): 3 clusters
  Score: Raw -3338762.350560 + Penalty 5004.150104 = -3333758.200456
  nChanged 21
		SP:Iteration 110Q (8585.610000 sec): 3 clusters
  Score: Raw -3338771.531257 + Penalty 5004.150104 = -3333767.381153
  nChanged 24
		SP:Iteration 111Q (8585.670000 sec): 3 clusters
  Score: Raw -3338782.196253 + Penalty 5004.150104 = -3333778.046149
  nChanged 26
		SP:Iteration 112Q (8585.730000 sec): 3 clusters
  Score: Raw -3338796.168530 + Penalty 5004.150104 = -3333792.018425
  nChanged 21
		SP:Iteration 113Q (8585.790000 sec): 3 clusters
  Score: Raw -3338807.356841 + Penalty 5004.150104 = -3333803.206737
  nChanged 21
		SP:Iteration 114Q (8585.850000 sec): 3 clusters
  Score: Raw -3338815.364213 + Penalty 5004.150104 = -3333811.214108
  nChanged 18
		SP:Iteration 115Q (8585.920000 sec): 3 clusters
  Score: Raw -3338821.416663 + Penalty 5004.150104 = -3333817.266559
  nChanged 10
		SP:Iteration 116Q (8585.980000 sec): 3 clusters
  Score: Raw -3338825.426020 + Penalty 5004.150104 = -3333821.275916
  nChanged 15
		SP:Iteration 117Q (8586.040000 sec): 3 clusters
  Score: Raw -3338832.999431 + Penalty 5004.150104 = -3333828.849327
  nChanged 18
		SP:Iteration 118Q (8586.100000 sec): 3 clusters
  Score: Raw -3338840.780903 + Penalty 5004.150104 = -3333836.630799
  nChanged 20
		SP:Iteration 119Q (8586.170000 sec): 3 clusters
  Score: Raw -3338850.704751 + Penalty 5004.150104 = -3333846.554646
  nChanged 17
		SP:Iteration 120F (8586.250000 sec): 3 clusters
  Score: Raw -3338860.103786 + Penalty 5004.150104 = -3333855.953682
  nChanged 19
		SP:Iteration 121Q (8586.310000 sec): 3 clusters
  Score: Raw -3338868.552947 + Penalty 5004.150104 = -3333864.402843
  nChanged 17
		SP:Iteration 122Q (8586.370000 sec): 3 clusters
  Score: Raw -3338874.573905 + Penalty 5004.150104 = -3333870.423801
  nChanged 14
		SP:Iteration 123Q (8586.430000 sec): 3 clusters
  Score: Raw -3338879.034105 + Penalty 5004.150104 = -3333874.884001
  nChanged 8
		SP:Iteration 124Q (8586.490000 sec): 3 clusters
  Score: Raw -3338883.152943 + Penalty 5004.150104 = -3333879.002839
  nChanged 7
		SP:Iteration 125Q (8586.550000 sec): 3 clusters
  Score: Raw -3338886.572060 + Penalty 5004.150104 = -3333882.421956
  nChanged 7
		SP:Iteration 126Q (8586.620000 sec): 3 clusters
  Score: Raw -3338888.891392 + Penalty 5004.150104 = -3333884.741288
  nChanged 8
		SP:Iteration 127Q (8586.680000 sec): 3 clusters
  Score: Raw -3338891.648417 + Penalty 5004.150104 = -3333887.498313
  nChanged 7
		SP:Iteration 128Q (8586.740000 sec): 3 clusters
  Score: Raw -3338894.988945 + Penalty 5004.150104 = -3333890.838840
  nChanged 10
		SP:Iteration 129Q (8586.810000 sec): 3 clusters
  Score: Raw -3338899.402706 + Penalty 5004.150104 = -3333895.252602
  nChanged 6
		SP:Iteration 130Q (8586.870000 sec): 3 clusters
  Score: Raw -3338902.035803 + Penalty 5004.150104 = -3333897.885699
  nChanged 6
		SP:Iteration 131Q (8586.930000 sec): 3 clusters
  Score: Raw -3338904.385971 + Penalty 5004.150104 = -3333900.235867
  nChanged 5
		SP:Iteration 132Q (8586.990000 sec): 3 clusters
  Score: Raw -3338905.733904 + Penalty 5004.150104 = -3333901.583800
  nChanged 3
		SP:Iteration 133Q (8587.060000 sec): 3 clusters
  Score: Raw -3338906.552978 + Penalty 5004.150104 = -3333902.402874
  nChanged 1
		SP:Iteration 134Q (8587.120000 sec): 3 clusters
  Score: Raw -3338906.803688 + Penalty 5004.150104 = -3333902.653584
  nChanged 0
		SP:Iteration 135F (8587.200000 sec): 3 clusters
  Score: Raw -3338906.803688 + Penalty 5004.150104 = -3333902.653584
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8587.230000 sec): 2 clusters
  Score: Raw -494000.591510 + Penalty 2019.015069 = -491981.576441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8587.240000 sec): 3 clusters
  Score: Raw -492470.781522 + Penalty 4038.030138 = -488432.751385
  nChanged 1245
		SP:Iteration 1F (8587.250000 sec): 3 clusters
  Score: Raw -493246.692916 + Penalty 4038.030138 = -489208.662778
  nChanged 255
		SP:Iteration 2F (8587.260000 sec): 3 clusters
  Score: Raw -493456.842410 + Penalty 4038.030138 = -489418.812273
  nChanged 206
		SP:Iteration 3F (8587.270000 sec): 3 clusters
  Score: Raw -493626.102221 + Penalty 4038.030138 = -489588.072083
  nChanged 179
		SP:Iteration 4F (8587.290000 sec): 3 clusters
  Score: Raw -493796.190336 + Penalty 4038.030138 = -489758.160198
  nChanged 166
		SP:Iteration 5Q (8587.300000 sec): 3 clusters
  Score: Raw -493934.117802 + Penalty 4038.030138 = -489896.087665
  nChanged 140
		SP:Iteration 6Q (8587.310000 sec): 3 clusters
  Score: Raw -494085.185822 + Penalty 4038.030138 = -490047.155685
  nChanged 177
		SP:Iteration 7F (8587.320000 sec): 3 clusters
  Score: Raw -494306.542990 + Penalty 4038.030138 = -490268.512853
  nChanged 165
		SP:Iteration 8Q (8587.330000 sec): 3 clusters
  Score: Raw -494531.634873 + Penalty 4038.030138 = -490493.604735
  nChanged 139
		SP:Iteration 9Q (8587.340000 sec): 3 clusters
  Score: Raw -494711.340364 + Penalty 4038.030138 = -490673.310226
  nChanged 122
		SP:Iteration 10Q (8587.350000 sec): 3 clusters
  Score: Raw -494887.204173 + Penalty 4038.030138 = -490849.174036
  nChanged 124
		SP:Iteration 11Q (8587.370000 sec): 3 clusters
  Score: Raw -495050.451550 + Penalty 4038.030138 = -491012.421412
  nChanged 112
		SP:Iteration 12Q (8587.380000 sec): 3 clusters
  Score: Raw -495196.623431 + Penalty 4038.030138 = -491158.593293
  nChanged 93
		SP:Iteration 13Q (8587.390000 sec): 3 clusters
  Score: Raw -495306.758350 + Penalty 4038.030138 = -491268.728213
  nChanged 79
		SP:Iteration 14Q (8587.400000 sec): 3 clusters
  Score: Raw -495394.111139 + Penalty 4038.030138 = -491356.081002
  nChanged 53
		SP:Iteration 15Q (8587.410000 sec): 3 clusters
  Score: Raw -495433.338073 + Penalty 4038.030138 = -491395.307936
  nChanged 37
		SP:Iteration 16Q (8587.420000 sec): 3 clusters
  Score: Raw -495459.562235 + Penalty 4038.030138 = -491421.532098
  nChanged 32
		SP:Iteration 17Q (8587.430000 sec): 3 clusters
  Score: Raw -495480.409705 + Penalty 4038.030138 = -491442.379567
  nChanged 23
		SP:Iteration 18Q (8587.440000 sec): 3 clusters
  Score: Raw -495494.258619 + Penalty 4038.030138 = -491456.228481
  nChanged 27
		SP:Iteration 19Q (8587.450000 sec): 3 clusters
  Score: Raw -495510.911130 + Penalty 4038.030138 = -491472.880992
  nChanged 30
		SP:Iteration 20F (8587.460000 sec): 3 clusters
  Score: Raw -495533.368055 + Penalty 4038.030138 = -491495.337917
  nChanged 36
		SP:Iteration 21Q (8587.470000 sec): 3 clusters
  Score: Raw -495562.961419 + Penalty 4038.030138 = -491524.931281
  nChanged 41
		SP:Iteration 22Q (8587.480000 sec): 3 clusters
  Score: Raw -495593.867202 + Penalty 4038.030138 = -491555.837064
  nChanged 39
		SP:Iteration 23Q (8587.490000 sec): 3 clusters
  Score: Raw -495622.630037 + Penalty 4038.030138 = -491584.599900
  nChanged 33
		SP:Iteration 24Q (8587.500000 sec): 3 clusters
  Score: Raw -495641.344392 + Penalty 4038.030138 = -491603.314255
  nChanged 28
		SP:Iteration 25Q (8587.510000 sec): 3 clusters
  Score: Raw -495657.535815 + Penalty 4038.030138 = -491619.505678
  nChanged 24
		SP:Iteration 26Q (8587.520000 sec): 3 clusters
  Score: Raw -495671.424495 + Penalty 4038.030138 = -491633.394358
  nChanged 20
		SP:Iteration 27Q (8587.530000 sec): 3 clusters
  Score: Raw -495681.539293 + Penalty 4038.030138 = -491643.509156
  nChanged 14
		SP:Iteration 28Q (8587.540000 sec): 3 clusters
  Score: Raw -495687.420896 + Penalty 4038.030138 = -491649.390758
  nChanged 11
		SP:Iteration 29Q (8587.550000 sec): 3 clusters
  Score: Raw -495692.174323 + Penalty 4038.030138 = -491654.144186
  nChanged 9
		SP:Iteration 30Q (8587.560000 sec): 3 clusters
  Score: Raw -495695.754131 + Penalty 4038.030138 = -491657.723993
  nChanged 7
		SP:Iteration 31Q (8587.570000 sec): 3 clusters
  Score: Raw -495697.981841 + Penalty 4038.030138 = -491659.951703
  nChanged 5
		SP:Iteration 32Q (8587.580000 sec): 3 clusters
  Score: Raw -495699.214413 + Penalty 4038.030138 = -491661.184275
  nChanged 4
		SP:Iteration 33Q (8587.590000 sec): 3 clusters
  Score: Raw -495701.819741 + Penalty 4038.030138 = -491663.789603
  nChanged 3
		SP:Iteration 34Q (8587.600000 sec): 3 clusters
  Score: Raw -495702.662594 + Penalty 4038.030138 = -491664.632457
  nChanged 1
		SP:Iteration 35Q (8587.610000 sec): 3 clusters
  Score: Raw -495703.112388 + Penalty 4038.030138 = -491665.082251
  nChanged 1
		SP:Iteration 36Q (8587.610000 sec): 3 clusters
  Score: Raw -495703.386569 + Penalty 4038.030138 = -491665.356431
  nChanged 1
		SP:Iteration 37Q (8587.630000 sec): 3 clusters
  Score: Raw -495703.860958 + Penalty 4038.030138 = -491665.830821
  nChanged 1
		SP:Iteration 38Q (8587.630000 sec): 3 clusters
  Score: Raw -495704.273641 + Penalty 4038.030138 = -491666.243504
  nChanged 0
		SP:Iteration 39F (8587.650000 sec): 3 clusters
  Score: Raw -495704.273641 + Penalty 4038.030138 = -491666.243504
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8587.650000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8587.650000 sec): 3 clusters
  Score: Raw -126894.822179 + Penalty 3350.283633 = -123544.538546
  nChanged 208
		SP:Iteration 1F (8587.660000 sec): 3 clusters
  Score: Raw -127166.168403 + Penalty 3350.283633 = -123815.884770
  nChanged 45
		SP:Iteration 2F (8587.660000 sec): 3 clusters
  Score: Raw -127220.319716 + Penalty 3350.283633 = -123870.036083
  nChanged 22
		SP:Iteration 3Q (8587.660000 sec): 3 clusters
  Score: Raw -127254.405521 + Penalty 3350.283633 = -123904.121887
  nChanged 13
		SP:Iteration 4Q (8587.670000 sec): 3 clusters
  Score: Raw -127272.466345 + Penalty 3350.283633 = -123922.182712
  nChanged 5
		SP:Iteration 5Q (8587.670000 sec): 3 clusters
  Score: Raw -127278.997249 + Penalty 3350.283633 = -123928.713615
  nChanged 7
		SP:Iteration 6Q (8587.670000 sec): 3 clusters
  Score: Raw -127285.026986 + Penalty 3350.283633 = -123934.743352
  nChanged 1
		SP:Iteration 7Q (8587.670000 sec): 3 clusters
  Score: Raw -127288.549965 + Penalty 3350.283633 = -123938.266332
  nChanged 0
		SP:Iteration 8F (8587.680000 sec): 3 clusters
  Score: Raw -127288.549965 + Penalty 3350.283633 = -123938.266332
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8587.680000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8587.680000 sec): 3 clusters
  Score: Raw -33623.531324 + Penalty 2756.186719 = -30867.344606
  nChanged 30
		SP:Iteration 1F (8587.680000 sec): 3 clusters
  Score: Raw -33759.464742 + Penalty 2756.186719 = -31003.278023
  nChanged 12
		SP:Iteration 2Q (8587.690000 sec): 3 clusters
  Score: Raw -33821.167754 + Penalty 2756.186719 = -31064.981035
  nChanged 7
		SP:Iteration 3Q (8587.690000 sec): 3 clusters
  Score: Raw -33861.213082 + Penalty 2756.186719 = -31105.026364
  nChanged 9
		SP:Iteration 4Q (8587.690000 sec): 3 clusters
  Score: Raw -33896.333129 + Penalty 2756.186719 = -31140.146410
  nChanged 2
		SP:Iteration 5Q (8587.690000 sec): 3 clusters
  Score: Raw -33911.002471 + Penalty 2756.186719 = -31154.815752
  nChanged 6
		SP:Iteration 6Q (8587.690000 sec): 3 clusters
  Score: Raw -33936.222224 + Penalty 2756.186719 = -31180.035505
  nChanged 4
		SP:Iteration 7Q (8587.690000 sec): 3 clusters
  Score: Raw -33948.757368 + Penalty 2756.186719 = -31192.570650
  nChanged 2
		SP:Iteration 8Q (8587.690000 sec): 3 clusters
  Score: Raw -33957.143490 + Penalty 2756.186719 = -31200.956772
  nChanged 3
		SP:Iteration 9Q (8587.690000 sec): 3 clusters
  Score: Raw -33970.156980 + Penalty 2756.186719 = -31213.970261
  nChanged 3
		SP:Iteration 10Q (8587.690000 sec): 3 clusters
  Score: Raw -33981.395605 + Penalty 2756.186719 = -31225.208887
  nChanged 3
		SP:Iteration 11Q (8587.690000 sec): 3 clusters
  Score: Raw -33994.441744 + Penalty 2756.186719 = -31238.255026
  nChanged 0
		SP:Iteration 12F (8587.690000 sec): 3 clusters
  Score: Raw -33995.652398 + Penalty 2756.186719 = -31239.465680
  nChanged 1
		SP:Iteration 13Q (8587.690000 sec): 3 clusters
  Score: Raw -34006.221211 + Penalty 2756.186719 = -31250.034492
  nChanged 2
		SP:Iteration 14Q (8587.690000 sec): 3 clusters
  Score: Raw -34021.780442 + Penalty 2756.186719 = -31265.593723
  nChanged 0
		SP:Iteration 15F (8587.690000 sec): 3 clusters
  Score: Raw -34021.780442 + Penalty 2756.186719 = -31265.593723
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8587.750000 sec): 2 clusters
  Score: Raw -2059139.694813 + Penalty 2363.951249 = -2056775.743564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8587.790000 sec): 3 clusters
  Score: Raw -2051414.857019 + Penalty 4727.902497 = -2046686.954522
  nChanged 5911
		SP:Iteration 1F (8587.840000 sec): 3 clusters
  Score: Raw -2054556.059180 + Penalty 4727.902497 = -2049828.156683
  nChanged 763
		SP:Iteration 2F (8587.890000 sec): 3 clusters
  Score: Raw -2054862.578139 + Penalty 4727.902497 = -2050134.675641
  nChanged 599
		SP:Iteration 3Q (8587.940000 sec): 3 clusters
  Score: Raw -2055092.676399 + Penalty 4727.902497 = -2050364.773901
  nChanged 512
		SP:Iteration 4Q (8587.990000 sec): 3 clusters
  Score: Raw -2055269.741995 + Penalty 4727.902497 = -2050541.839497
  nChanged 429
		SP:Iteration 5Q (8588.030000 sec): 3 clusters
  Score: Raw -2055395.793239 + Penalty 4727.902497 = -2050667.890742
  nChanged 367
		SP:Iteration 6Q (8588.090000 sec): 3 clusters
  Score: Raw -2055503.684984 + Penalty 4727.902497 = -2050775.782487
  nChanged 336
		SP:Iteration 7Q (8588.130000 sec): 3 clusters
  Score: Raw -2055609.917008 + Penalty 4727.902497 = -2050882.014510
  nChanged 363
		SP:Iteration 8Q (8588.180000 sec): 3 clusters
  Score: Raw -2055724.992102 + Penalty 4727.902497 = -2050997.089604
  nChanged 338
		SP:Iteration 9Q (8588.230000 sec): 3 clusters
  Score: Raw -2055826.936574 + Penalty 4727.902497 = -2051099.034076
  nChanged 301
		SP:Iteration 10Q (8588.280000 sec): 3 clusters
  Score: Raw -2055912.343172 + Penalty 4727.902497 = -2051184.440674
  nChanged 288
		SP:Iteration 11Q (8588.330000 sec): 3 clusters
  Score: Raw -2055988.468408 + Penalty 4727.902497 = -2051260.565911
  nChanged 285
		SP:Iteration 12Q (8588.380000 sec): 3 clusters
  Score: Raw -2056070.899735 + Penalty 4727.902497 = -2051342.997238
  nChanged 264
		SP:Iteration 13Q (8588.430000 sec): 3 clusters
  Score: Raw -2056155.647050 + Penalty 4727.902497 = -2051427.744552
  nChanged 291
		SP:Iteration 14Q (8588.480000 sec): 3 clusters
  Score: Raw -2056271.932999 + Penalty 4727.902497 = -2051544.030502
  nChanged 344
		SP:Iteration 15Q (8588.530000 sec): 3 clusters
  Score: Raw -2056420.639359 + Penalty 4727.902497 = -2051692.736862
  nChanged 387
		SP:Iteration 16Q (8588.570000 sec): 3 clusters
  Score: Raw -2056603.639357 + Penalty 4727.902497 = -2051875.736859
  nChanged 432
		SP:Iteration 17Q (8588.620000 sec): 3 clusters
  Score: Raw -2056820.720150 + Penalty 4727.902497 = -2052092.817653
  nChanged 491
		SP:Iteration 18Q (8588.670000 sec): 3 clusters
  Score: Raw -2057089.184332 + Penalty 4727.902497 = -2052361.281834
  nChanged 483
		SP:Iteration 19Q (8588.710000 sec): 3 clusters
  Score: Raw -2057390.258465 + Penalty 4727.902497 = -2052662.355968
  nChanged 513
		SP:Iteration 20F (8588.760000 sec): 3 clusters
  Score: Raw -2057725.288731 + Penalty 4727.902497 = -2052997.386233
  nChanged 458
		SP:Iteration 21Q (8588.810000 sec): 3 clusters
  Score: Raw -2058049.781591 + Penalty 4727.902497 = -2053321.879094
  nChanged 408
		SP:Iteration 22Q (8588.850000 sec): 3 clusters
  Score: Raw -2058300.360760 + Penalty 4727.902497 = -2053572.458263
  nChanged 332
		SP:Iteration 23Q (8588.900000 sec): 3 clusters
  Score: Raw -2058476.601752 + Penalty 4727.902497 = -2053748.699254
  nChanged 264
		SP:Iteration 24Q (8588.940000 sec): 3 clusters
  Score: Raw -2058609.761148 + Penalty 4727.902497 = -2053881.858650
  nChanged 202
		SP:Iteration 25Q (8588.990000 sec): 3 clusters
  Score: Raw -2058708.433339 + Penalty 4727.902497 = -2053980.530841
  nChanged 182
		SP:Iteration 26Q (8589.030000 sec): 3 clusters
  Score: Raw -2058797.261984 + Penalty 4727.902497 = -2054069.359487
  nChanged 169
		SP:Iteration 27Q (8589.070000 sec): 3 clusters
  Score: Raw -2058880.314217 + Penalty 4727.902497 = -2054152.411720
  nChanged 137
		SP:Iteration 28Q (8589.110000 sec): 3 clusters
  Score: Raw -2058949.659288 + Penalty 4727.902497 = -2054221.756791
  nChanged 126
		SP:Iteration 29Q (8589.150000 sec): 3 clusters
  Score: Raw -2059011.525045 + Penalty 4727.902497 = -2054283.622548
  nChanged 120
		SP:Iteration 30Q (8589.190000 sec): 3 clusters
  Score: Raw -2059071.645221 + Penalty 4727.902497 = -2054343.742724
  nChanged 116
		SP:Iteration 31Q (8589.220000 sec): 3 clusters
  Score: Raw -2059130.553926 + Penalty 4727.902497 = -2054402.651429
  nChanged 99
		SP:Iteration 32Q (8589.260000 sec): 3 clusters
  Score: Raw -2059178.481240 + Penalty 4727.902497 = -2054450.578743
  nChanged 76
		SP:Iteration 33Q (8589.300000 sec): 3 clusters
  Score: Raw -2059214.305765 + Penalty 4727.902497 = -2054486.403268
  nChanged 69
		SP:Iteration 34Q (8589.340000 sec): 3 clusters
  Score: Raw -2059243.253203 + Penalty 4727.902497 = -2054515.350705
  nChanged 49
		SP:Iteration 35Q (8589.380000 sec): 3 clusters
  Score: Raw -2059263.660985 + Penalty 4727.902497 = -2054535.758487
  nChanged 41
		SP:Iteration 36Q (8589.420000 sec): 3 clusters
  Score: Raw -2059282.199766 + Penalty 4727.902497 = -2054554.297269
  nChanged 35
		SP:Iteration 37Q (8589.450000 sec): 3 clusters
  Score: Raw -2059298.435672 + Penalty 4727.902497 = -2054570.533175
  nChanged 44
		SP:Iteration 38Q (8589.490000 sec): 3 clusters
  Score: Raw -2059316.456866 + Penalty 4727.902497 = -2054588.554369
  nChanged 40
		SP:Iteration 39Q (8589.530000 sec): 3 clusters
  Score: Raw -2059333.536233 + Penalty 4727.902497 = -2054605.633736
  nChanged 45
		SP:Iteration 40F (8589.580000 sec): 3 clusters
  Score: Raw -2059355.156266 + Penalty 4727.902497 = -2054627.253768
  nChanged 45
		SP:Iteration 41Q (8589.610000 sec): 3 clusters
  Score: Raw -2059375.127868 + Penalty 4727.902497 = -2054647.225371
  nChanged 39
		SP:Iteration 42Q (8589.650000 sec): 3 clusters
  Score: Raw -2059396.681860 + Penalty 4727.902497 = -2054668.779362
  nChanged 30
		SP:Iteration 43Q (8589.690000 sec): 3 clusters
  Score: Raw -2059411.580084 + Penalty 4727.902497 = -2054683.677587
  nChanged 37
		SP:Iteration 44Q (8589.730000 sec): 3 clusters
  Score: Raw -2059433.873568 + Penalty 4727.902497 = -2054705.971071
  nChanged 39
		SP:Iteration 45Q (8589.760000 sec): 3 clusters
  Score: Raw -2059456.344112 + Penalty 4727.902497 = -2054728.441614
  nChanged 35
		SP:Iteration 46Q (8589.800000 sec): 3 clusters
  Score: Raw -2059480.434544 + Penalty 4727.902497 = -2054752.532047
  nChanged 32
		SP:Iteration 47Q (8589.830000 sec): 3 clusters
  Score: Raw -2059497.045468 + Penalty 4727.902497 = -2054769.142971
  nChanged 20
		SP:Iteration 48Q (8589.870000 sec): 3 clusters
  Score: Raw -2059506.509397 + Penalty 4727.902497 = -2054778.606900
  nChanged 17
		SP:Iteration 49Q (8589.910000 sec): 3 clusters
  Score: Raw -2059517.284757 + Penalty 4727.902497 = -2054789.382259
  nChanged 17
		SP:Iteration 50Q (8589.950000 sec): 3 clusters
  Score: Raw -2059527.964759 + Penalty 4727.902497 = -2054800.062262
  nChanged 15
		SP:Iteration 51Q (8589.980000 sec): 3 clusters
  Score: Raw -2059537.705818 + Penalty 4727.902497 = -2054809.803320
  nChanged 21
		SP:Iteration 52Q (8590.020000 sec): 3 clusters
  Score: Raw -2059547.955452 + Penalty 4727.902497 = -2054820.052954
  nChanged 10
		SP:Iteration 53Q (8590.050000 sec): 3 clusters
  Score: Raw -2059556.401109 + Penalty 4727.902497 = -2054828.498612
  nChanged 17
		SP:Iteration 54Q (8590.090000 sec): 3 clusters
  Score: Raw -2059567.394529 + Penalty 4727.902497 = -2054839.492032
  nChanged 11
		SP:Iteration 55Q (8590.130000 sec): 3 clusters
  Score: Raw -2059574.266684 + Penalty 4727.902497 = -2054846.364187
  nChanged 12
		SP:Iteration 56Q (8590.160000 sec): 3 clusters
  Score: Raw -2059580.125622 + Penalty 4727.902497 = -2054852.223125
  nChanged 9
		SP:Iteration 57Q (8590.190000 sec): 3 clusters
  Score: Raw -2059584.078786 + Penalty 4727.902497 = -2054856.176288
  nChanged 6
		SP:Iteration 58Q (8590.230000 sec): 3 clusters
  Score: Raw -2059586.426489 + Penalty 4727.902497 = -2054858.523992
  nChanged 4
		SP:Iteration 59Q (8590.270000 sec): 3 clusters
  Score: Raw -2059588.863223 + Penalty 4727.902497 = -2054860.960726
  nChanged 3
		SP:Iteration 60F (8590.310000 sec): 3 clusters
  Score: Raw -2059591.176050 + Penalty 4727.902497 = -2054863.273553
  nChanged 3
		SP:Iteration 61Q (8590.350000 sec): 3 clusters
  Score: Raw -2059594.036011 + Penalty 4727.902497 = -2054866.133514
  nChanged 2
		SP:Iteration 62Q (8590.390000 sec): 3 clusters
  Score: Raw -2059594.895434 + Penalty 4727.902497 = -2054866.992936
  nChanged 1
		SP:Iteration 63Q (8590.420000 sec): 3 clusters
  Score: Raw -2059595.382298 + Penalty 4727.902497 = -2054867.479801
  nChanged 1
		SP:Iteration 64Q (8590.460000 sec): 3 clusters
  Score: Raw -2059595.587965 + Penalty 4727.902497 = -2054867.685468
  nChanged 1
		SP:Iteration 65Q (8590.490000 sec): 3 clusters
  Score: Raw -2059595.776738 + Penalty 4727.902497 = -2054867.874240
  nChanged 0
		SP:Iteration 66F (8590.540000 sec): 3 clusters
  Score: Raw -2059595.776738 + Penalty 4727.902497 = -2054867.874240
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8590.770000 sec): 2 clusters
  Score: Raw -10201756.024203 + Penalty 2765.905493 = -10198990.118710
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8591.030000 sec): 3 clusters
  Score: Raw -10157854.202462 + Penalty 5531.810985 = -10152322.391477
  nChanged 32444
		SP:Iteration 1F (8591.290000 sec): 3 clusters
  Score: Raw -10176084.039863 + Penalty 5531.810985 = -10170552.228878
  nChanged 2464
		SP:Iteration 2Q (8591.550000 sec): 3 clusters
  Score: Raw -10176728.198930 + Penalty 5531.810985 = -10171196.387945
  nChanged 2733
		SP:Iteration 3Q (8591.810000 sec): 3 clusters
  Score: Raw -10177631.598278 + Penalty 5531.810985 = -10172099.787293
  nChanged 3288
		SP:Iteration 4Q (8592.070000 sec): 3 clusters
  Score: Raw -10179028.415766 + Penalty 5531.810985 = -10173496.604781
  nChanged 4030
		SP:Iteration 5F (8592.320000 sec): 3 clusters
  Score: Raw -10181246.491723 + Penalty 5531.810985 = -10175714.680738
  nChanged 4930
		SP:Iteration 6F (8592.570000 sec): 3 clusters
  Score: Raw -10184686.232901 + Penalty 5531.810985 = -10179154.421916
  nChanged 5425
		SP:Iteration 7F (8592.830000 sec): 3 clusters
  Score: Raw -10188995.702806 + Penalty 5531.810985 = -10183463.891821
  nChanged 5131
		SP:Iteration 8F (8593.080000 sec): 3 clusters
  Score: Raw -10193429.902840 + Penalty 5531.810985 = -10187898.091855
  nChanged 4015
		SP:Iteration 9F (8593.330000 sec): 3 clusters
  Score: Raw -10197007.877051 + Penalty 5531.810985 = -10191476.066066
  nChanged 2718
		SP:Iteration 10Q (8593.590000 sec): 3 clusters
  Score: Raw -10199392.780972 + Penalty 5531.810985 = -10193860.969987
  nChanged 1574
		SP:Iteration 11Q (8593.830000 sec): 3 clusters
  Score: Raw -10200747.910781 + Penalty 5531.810985 = -10195216.099796
  nChanged 805
		SP:Iteration 12Q (8594.050000 sec): 3 clusters
  Score: Raw -10201427.676769 + Penalty 5531.810985 = -10195895.865784
  nChanged 382
		SP:Iteration 13Q (8594.250000 sec): 3 clusters
  Score: Raw -10201753.317312 + Penalty 5531.810985 = -10196221.506327
  nChanged 179
		SP:Iteration 14Q (8594.450000 sec): 3 clusters
  Score: Raw -10201914.973291 + Penalty 5531.810985 = -10196383.162306
  nChanged 112
		SP:Iteration 15Q (8594.630000 sec): 3 clusters
  Score: Raw -10202003.662798 + Penalty 5531.810985 = -10196471.851813
  nChanged 50
		SP:Iteration 16Q (8594.820000 sec): 3 clusters
  Score: Raw -10202047.445463 + Penalty 5531.810985 = -10196515.634478
  nChanged 45
		SP:Iteration 17Q (8595.000000 sec): 3 clusters
  Score: Raw -10202081.865760 + Penalty 5531.810985 = -10196550.054775
  nChanged 27
		SP:Iteration 18Q (8595.180000 sec): 3 clusters
  Score: Raw -10202098.465194 + Penalty 5531.810985 = -10196566.654209
  nChanged 19
		SP:Iteration 19Q (8595.360000 sec): 3 clusters
  Score: Raw -10202108.464179 + Penalty 5531.810985 = -10196576.653194
  nChanged 11
		SP:Iteration 20F (8595.610000 sec): 3 clusters
  Score: Raw -10202117.209980 + Penalty 5531.810985 = -10196585.398995
  nChanged 10
		SP:Iteration 21Q (8595.790000 sec): 3 clusters
  Score: Raw -10202127.468344 + Penalty 5531.810985 = -10196595.657359
  nChanged 13
		SP:Iteration 22Q (8595.970000 sec): 3 clusters
  Score: Raw -10202140.736629 + Penalty 5531.810985 = -10196608.925644
  nChanged 10
		SP:Iteration 23Q (8596.150000 sec): 3 clusters
  Score: Raw -10202147.669322 + Penalty 5531.810985 = -10196615.858337
  nChanged 7
		SP:Iteration 24Q (8596.330000 sec): 3 clusters
  Score: Raw -10202151.814264 + Penalty 5531.810985 = -10196620.003279
  nChanged 3
		SP:Iteration 25Q (8596.510000 sec): 3 clusters
  Score: Raw -10202153.922466 + Penalty 5531.810985 = -10196622.111481
  nChanged 6
		SP:Iteration 26Q (8596.700000 sec): 3 clusters
  Score: Raw -10202159.225316 + Penalty 5531.810985 = -10196627.414331
  nChanged 8
		SP:Iteration 27Q (8596.880000 sec): 3 clusters
  Score: Raw -10202165.074745 + Penalty 5531.810985 = -10196633.263760
  nChanged 6
		SP:Iteration 28Q (8597.060000 sec): 3 clusters
  Score: Raw -10202171.516160 + Penalty 5531.810985 = -10196639.705175
  nChanged 8
		SP:Iteration 29Q (8597.240000 sec): 3 clusters
  Score: Raw -10202177.447959 + Penalty 5531.810985 = -10196645.636974
  nChanged 4
		SP:Iteration 30Q (8597.420000 sec): 3 clusters
  Score: Raw -10202180.061173 + Penalty 5531.810985 = -10196648.250188
  nChanged 2
		SP:Iteration 31Q (8597.600000 sec): 3 clusters
  Score: Raw -10202181.474832 + Penalty 5531.810985 = -10196649.663847
  nChanged 4
		SP:Iteration 32Q (8597.780000 sec): 3 clusters
  Score: Raw -10202184.594685 + Penalty 5531.810985 = -10196652.783700
  nChanged 0
		SP:Iteration 33F (8598.030000 sec): 3 clusters
  Score: Raw -10202184.594685 + Penalty 5531.810985 = -10196652.783700
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8598.060000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8598.070000 sec): 3 clusters
  Score: Raw -385262.278581 + Penalty 3923.652944 = -381338.625637
  nChanged 933
		SP:Iteration 1F (8598.080000 sec): 3 clusters
  Score: Raw -385840.639080 + Penalty 3923.652944 = -381916.986137
  nChanged 190
		SP:Iteration 2F (8598.090000 sec): 3 clusters
  Score: Raw -385975.975828 + Penalty 3923.652944 = -382052.322885
  nChanged 118
		SP:Iteration 3Q (8598.100000 sec): 3 clusters
  Score: Raw -386053.642836 + Penalty 3923.652944 = -382129.989892
  nChanged 91
		SP:Iteration 4Q (8598.110000 sec): 3 clusters
  Score: Raw -386113.211520 + Penalty 3923.652944 = -382189.558577
  nChanged 61
		SP:Iteration 5Q (8598.120000 sec): 3 clusters
  Score: Raw -386145.845252 + Penalty 3923.652944 = -382222.192308
  nChanged 40
		SP:Iteration 6Q (8598.130000 sec): 3 clusters
  Score: Raw -386168.207440 + Penalty 3923.652944 = -382244.554497
  nChanged 41
		SP:Iteration 7Q (8598.140000 sec): 3 clusters
  Score: Raw -386188.642950 + Penalty 3923.652944 = -382264.990006
  nChanged 21
		SP:Iteration 8Q (8598.150000 sec): 3 clusters
  Score: Raw -386199.812693 + Penalty 3923.652944 = -382276.159749
  nChanged 18
		SP:Iteration 9Q (8598.160000 sec): 3 clusters
  Score: Raw -386210.812808 + Penalty 3923.652944 = -382287.159865
  nChanged 18
		SP:Iteration 10Q (8598.170000 sec): 3 clusters
  Score: Raw -386221.854952 + Penalty 3923.652944 = -382298.202009
  nChanged 25
		SP:Iteration 11Q (8598.170000 sec): 3 clusters
  Score: Raw -386237.364769 + Penalty 3923.652944 = -382313.711825
  nChanged 21
		SP:Iteration 12Q (8598.190000 sec): 3 clusters
  Score: Raw -386249.350024 + Penalty 3923.652944 = -382325.697080
  nChanged 17
		SP:Iteration 13Q (8598.190000 sec): 3 clusters
  Score: Raw -386256.896187 + Penalty 3923.652944 = -382333.243243
  nChanged 12
		SP:Iteration 14Q (8598.200000 sec): 3 clusters
  Score: Raw -386263.473043 + Penalty 3923.652944 = -382339.820099
  nChanged 15
		SP:Iteration 15Q (8598.210000 sec): 3 clusters
  Score: Raw -386270.538318 + Penalty 3923.652944 = -382346.885374
  nChanged 10
		SP:Iteration 16Q (8598.220000 sec): 3 clusters
  Score: Raw -386274.386155 + Penalty 3923.652944 = -382350.733211
  nChanged 5
		SP:Iteration 17Q (8598.230000 sec): 3 clusters
  Score: Raw -386276.497997 + Penalty 3923.652944 = -382352.845053
  nChanged 3
		SP:Iteration 18Q (8598.240000 sec): 3 clusters
  Score: Raw -386277.542385 + Penalty 3923.652944 = -382353.889441
  nChanged 4
		SP:Iteration 19Q (8598.250000 sec): 3 clusters
  Score: Raw -386279.081406 + Penalty 3923.652944 = -382355.428463
  nChanged 1
		SP:Iteration 20F (8598.260000 sec): 3 clusters
  Score: Raw -386279.291768 + Penalty 3923.652944 = -382355.638824
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8598.260000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8598.270000 sec): 3 clusters
  Score: Raw -168800.411727 + Penalty 3494.272938 = -165306.138789
  nChanged 308
		SP:Iteration 1F (8598.270000 sec): 3 clusters
  Score: Raw -169093.534811 + Penalty 3494.272938 = -165599.261873
  nChanged 65
		SP:Iteration 2F (8598.270000 sec): 3 clusters
  Score: Raw -169162.705115 + Penalty 3494.272938 = -165668.432177
  nChanged 27
		SP:Iteration 3Q (8598.280000 sec): 3 clusters
  Score: Raw -169195.004949 + Penalty 3494.272938 = -165700.732011
  nChanged 26
		SP:Iteration 4Q (8598.280000 sec): 3 clusters
  Score: Raw -169222.442126 + Penalty 3494.272938 = -165728.169188
  nChanged 15
		SP:Iteration 5Q (8598.290000 sec): 3 clusters
  Score: Raw -169239.280673 + Penalty 3494.272938 = -165745.007734
  nChanged 11
		SP:Iteration 6Q (8598.290000 sec): 3 clusters
  Score: Raw -169256.229200 + Penalty 3494.272938 = -165761.956262
  nChanged 9
		SP:Iteration 7Q (8598.290000 sec): 3 clusters
  Score: Raw -169267.634146 + Penalty 3494.272938 = -165773.361208
  nChanged 2
		SP:Iteration 8Q (8598.300000 sec): 3 clusters
  Score: Raw -169269.360561 + Penalty 3494.272938 = -165775.087623
  nChanged 3
		SP:Iteration 9Q (8598.300000 sec): 3 clusters
  Score: Raw -169272.033732 + Penalty 3494.272938 = -165777.760794
  nChanged 1
		SP:Iteration 10Q (8598.310000 sec): 3 clusters
  Score: Raw -169272.604319 + Penalty 3494.272938 = -165778.331381
  nChanged 1
		SP:Iteration 11Q (8598.310000 sec): 3 clusters
  Score: Raw -169273.032109 + Penalty 3494.272938 = -165778.759171
  nChanged 0
		SP:Iteration 12F (8598.310000 sec): 3 clusters
  Score: Raw -169273.032109 + Penalty 3494.272938 = -165778.759171
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8598.320000 sec): 2 clusters
  Score: Raw -257203.131277 + Penalty 1864.614590 = -255338.516687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8598.330000 sec): 3 clusters
  Score: Raw -256687.296937 + Penalty 3729.229180 = -252958.067758
  nChanged 652
		SP:Iteration 1F (8598.330000 sec): 3 clusters
  Score: Raw -257722.443796 + Penalty 3729.229180 = -253993.214617
  nChanged 263
		SP:Iteration 2F (8598.340000 sec): 3 clusters
  Score: Raw -258308.142265 + Penalty 3729.229180 = -254578.913085
  nChanged 157
		SP:Iteration 3F (8598.350000 sec): 3 clusters
  Score: Raw -258580.806836 + Penalty 3729.229180 = -254851.577656
  nChanged 79
		SP:Iteration 4Q (8598.350000 sec): 3 clusters
  Score: Raw -258694.084897 + Penalty 3729.229180 = -254964.855718
  nChanged 38
		SP:Iteration 5Q (8598.360000 sec): 3 clusters
  Score: Raw -258757.292815 + Penalty 3729.229180 = -255028.063636
  nChanged 31
		SP:Iteration 6Q (8598.370000 sec): 3 clusters
  Score: Raw -258803.759150 + Penalty 3729.229180 = -255074.529971
  nChanged 21
		SP:Iteration 7Q (8598.370000 sec): 3 clusters
  Score: Raw -258827.902506 + Penalty 3729.229180 = -255098.673326
  nChanged 13
		SP:Iteration 8Q (8598.370000 sec): 3 clusters
  Score: Raw -258839.240519 + Penalty 3729.229180 = -255110.011340
  nChanged 8
		SP:Iteration 9Q (8598.380000 sec): 3 clusters
  Score: Raw -258847.149915 + Penalty 3729.229180 = -255117.920736
  nChanged 3
		SP:Iteration 10Q (8598.390000 sec): 3 clusters
  Score: Raw -258849.808666 + Penalty 3729.229180 = -255120.579486
  nChanged 0
		SP:Iteration 11F (8598.390000 sec): 3 clusters
  Score: Raw -258849.808666 + Penalty 3729.229180 = -255120.579486
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10860 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8598.430000 sec): 2 clusters
  Score: Raw -1659453.063701 + Penalty 2304.624715 = -1657148.438986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8598.470000 sec): 3 clusters
  Score: Raw -1653496.287335 + Penalty 4609.249430 = -1648887.037905
  nChanged 4548
		SP:Iteration 1F (8598.510000 sec): 3 clusters
  Score: Raw -1655860.141262 + Penalty 4609.249430 = -1651250.891831
  nChanged 652
		SP:Iteration 2F (8598.540000 sec): 3 clusters
  Score: Raw -1656131.319206 + Penalty 4609.249430 = -1651522.069776
  nChanged 513
		SP:Iteration 3Q (8598.580000 sec): 3 clusters
  Score: Raw -1656317.263854 + Penalty 4609.249430 = -1651708.014423
  nChanged 410
		SP:Iteration 4Q (8598.620000 sec): 3 clusters
  Score: Raw -1656468.063191 + Penalty 4609.249430 = -1651858.813761
  nChanged 361
		SP:Iteration 5Q (8598.650000 sec): 3 clusters
  Score: Raw -1656583.993125 + Penalty 4609.249430 = -1651974.743694
  nChanged 305
		SP:Iteration 6Q (8598.690000 sec): 3 clusters
  Score: Raw -1656679.376979 + Penalty 4609.249430 = -1652070.127549
  nChanged 272
		SP:Iteration 7Q (8598.730000 sec): 3 clusters
  Score: Raw -1656770.158969 + Penalty 4609.249430 = -1652160.909539
  nChanged 260
		SP:Iteration 8Q (8598.770000 sec): 3 clusters
  Score: Raw -1656861.794942 + Penalty 4609.249430 = -1652252.545511
  nChanged 288
		SP:Iteration 9Q (8598.800000 sec): 3 clusters
  Score: Raw -1656968.197300 + Penalty 4609.249430 = -1652358.947870
  nChanged 311
		SP:Iteration 10Q (8598.840000 sec): 3 clusters
  Score: Raw -1657100.498875 + Penalty 4609.249430 = -1652491.249444
  nChanged 363
		SP:Iteration 11Q (8598.880000 sec): 3 clusters
  Score: Raw -1657293.174049 + Penalty 4609.249430 = -1652683.924619
  nChanged 440
		SP:Iteration 12Q (8598.910000 sec): 3 clusters
  Score: Raw -1657566.571864 + Penalty 4609.249430 = -1652957.322434
  nChanged 495
		SP:Iteration 13Q (8598.950000 sec): 3 clusters
  Score: Raw -1657886.491401 + Penalty 4609.249430 = -1653277.241970
  nChanged 520
		SP:Iteration 14Q (8598.990000 sec): 3 clusters
  Score: Raw -1658284.756737 + Penalty 4609.249430 = -1653675.507306
  nChanged 491
		SP:Iteration 15Q (8599.030000 sec): 3 clusters
  Score: Raw -1658694.336574 + Penalty 4609.249430 = -1654085.087144
  nChanged 427
		SP:Iteration 16Q (8599.060000 sec): 3 clusters
  Score: Raw -1659059.234368 + Penalty 4609.249430 = -1654449.984938
  nChanged 312
		SP:Iteration 17Q (8599.100000 sec): 3 clusters
  Score: Raw -1659327.544107 + Penalty 4609.249430 = -1654718.294677
  nChanged 212
		SP:Iteration 18Q (8599.130000 sec): 3 clusters
  Score: Raw -1659514.853643 + Penalty 4609.249430 = -1654905.604213
  nChanged 148
		SP:Iteration 19Q (8599.170000 sec): 3 clusters
  Score: Raw -1659643.334861 + Penalty 4609.249430 = -1655034.085430
  nChanged 94
		SP:Iteration 20F (8599.200000 sec): 3 clusters
  Score: Raw -1659732.649335 + Penalty 4609.249430 = -1655123.399905
  nChanged 66
		SP:Iteration 21Q (8599.230000 sec): 3 clusters
  Score: Raw -1659796.644224 + Penalty 4609.249430 = -1655187.394794
  nChanged 35
		SP:Iteration 22Q (8599.270000 sec): 3 clusters
  Score: Raw -1659829.819797 + Penalty 4609.249430 = -1655220.570367
  nChanged 26
		SP:Iteration 23Q (8599.290000 sec): 3 clusters
  Score: Raw -1659848.638191 + Penalty 4609.249430 = -1655239.388760
  nChanged 17
		SP:Iteration 24Q (8599.320000 sec): 3 clusters
  Score: Raw -1659863.155840 + Penalty 4609.249430 = -1655253.906409
  nChanged 11
		SP:Iteration 25Q (8599.350000 sec): 3 clusters
  Score: Raw -1659871.847998 + Penalty 4609.249430 = -1655262.598568
  nChanged 7
		SP:Iteration 26Q (8599.380000 sec): 3 clusters
  Score: Raw -1659876.984061 + Penalty 4609.249430 = -1655267.734631
  nChanged 6
		SP:Iteration 27Q (8599.410000 sec): 3 clusters
  Score: Raw -1659883.922388 + Penalty 4609.249430 = -1655274.672957
  nChanged 3
		SP:Iteration 28Q (8599.440000 sec): 3 clusters
  Score: Raw -1659885.824316 + Penalty 4609.249430 = -1655276.574885
  nChanged 2
		SP:Iteration 29Q (8599.470000 sec): 3 clusters
  Score: Raw -1659887.884473 + Penalty 4609.249430 = -1655278.635043
  nChanged 2
		SP:Iteration 30Q (8599.500000 sec): 3 clusters
  Score: Raw -1659888.990661 + Penalty 4609.249430 = -1655279.741231
  nChanged 1
		SP:Iteration 31Q (8599.530000 sec): 3 clusters
  Score: Raw -1659889.735083 + Penalty 4609.249430 = -1655280.485652
  nChanged 2
		SP:Iteration 32Q (8599.560000 sec): 3 clusters
  Score: Raw -1659890.647790 + Penalty 4609.249430 = -1655281.398359
  nChanged 2
		SP:Iteration 33Q (8599.590000 sec): 3 clusters
  Score: Raw -1659892.314242 + Penalty 4609.249430 = -1655283.064811
  nChanged 3
		SP:Iteration 34Q (8599.610000 sec): 3 clusters
  Score: Raw -1659894.146766 + Penalty 4609.249430 = -1655284.897336
  nChanged 5
		SP:Iteration 35Q (8599.650000 sec): 3 clusters
  Score: Raw -1659898.504226 + Penalty 4609.249430 = -1655289.254795
  nChanged 2
		SP:Iteration 36Q (8599.670000 sec): 3 clusters
  Score: Raw -1659900.204879 + Penalty 4609.249430 = -1655290.955449
  nChanged 0
		SP:Iteration 37F (8599.710000 sec): 3 clusters
  Score: Raw -1659900.204879 + Penalty 4609.249430 = -1655290.955449
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8599.750000 sec): 2 clusters
  Score: Raw -1984877.391907 + Penalty 2369.515328 = -1982507.876579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8599.800000 sec): 3 clusters
  Score: Raw -1976933.298490 + Penalty 4739.030657 = -1972194.267834
  nChanged 6093
		SP:Iteration 1F (8599.850000 sec): 3 clusters
  Score: Raw -1980289.275030 + Penalty 4739.030657 = -1975550.244373
  nChanged 961
		SP:Iteration 2F (8599.900000 sec): 3 clusters
  Score: Raw -1980755.345344 + Penalty 4739.030657 = -1976016.314687
  nChanged 785
		SP:Iteration 3F (8599.950000 sec): 3 clusters
  Score: Raw -1981135.511189 + Penalty 4739.030657 = -1976396.480533
  nChanged 677
		SP:Iteration 4Q (8599.990000 sec): 3 clusters
  Score: Raw -1981444.320879 + Penalty 4739.030657 = -1976705.290223
  nChanged 659
		SP:Iteration 5Q (8600.040000 sec): 3 clusters
  Score: Raw -1981777.875997 + Penalty 4739.030657 = -1977038.845340
  nChanged 655
		SP:Iteration 6Q (8600.090000 sec): 3 clusters
  Score: Raw -1982153.411884 + Penalty 4739.030657 = -1977414.381227
  nChanged 676
		SP:Iteration 7Q (8600.140000 sec): 3 clusters
  Score: Raw -1982563.159795 + Penalty 4739.030657 = -1977824.129138
  nChanged 628
		SP:Iteration 8Q (8600.190000 sec): 3 clusters
  Score: Raw -1982962.218192 + Penalty 4739.030657 = -1978223.187535
  nChanged 586
		SP:Iteration 9Q (8600.240000 sec): 3 clusters
  Score: Raw -1983368.224993 + Penalty 4739.030657 = -1978629.194336
  nChanged 580
		SP:Iteration 10Q (8600.290000 sec): 3 clusters
  Score: Raw -1983764.168499 + Penalty 4739.030657 = -1979025.137842
  nChanged 469
		SP:Iteration 11Q (8600.330000 sec): 3 clusters
  Score: Raw -1984132.656934 + Penalty 4739.030657 = -1979393.626278
  nChanged 429
		SP:Iteration 12Q (8600.380000 sec): 3 clusters
  Score: Raw -1984488.362000 + Penalty 4739.030657 = -1979749.331343
  nChanged 335
		SP:Iteration 13Q (8600.430000 sec): 3 clusters
  Score: Raw -1984763.608832 + Penalty 4739.030657 = -1980024.578175
  nChanged 261
		SP:Iteration 14Q (8600.470000 sec): 3 clusters
  Score: Raw -1984975.711575 + Penalty 4739.030657 = -1980236.680918
  nChanged 189
		SP:Iteration 15Q (8600.510000 sec): 3 clusters
  Score: Raw -1985111.115147 + Penalty 4739.030657 = -1980372.084490
  nChanged 127
		SP:Iteration 16Q (8600.550000 sec): 3 clusters
  Score: Raw -1985188.011308 + Penalty 4739.030657 = -1980448.980652
  nChanged 90
		SP:Iteration 17Q (8600.590000 sec): 3 clusters
  Score: Raw -1985246.067235 + Penalty 4739.030657 = -1980507.036579
  nChanged 60
		SP:Iteration 18Q (8600.630000 sec): 3 clusters
  Score: Raw -1985290.272259 + Penalty 4739.030657 = -1980551.241602
  nChanged 49
		SP:Iteration 19Q (8600.670000 sec): 3 clusters
  Score: Raw -1985324.056351 + Penalty 4739.030657 = -1980585.025694
  nChanged 29
		SP:Iteration 20F (8600.720000 sec): 3 clusters
  Score: Raw -1985346.072236 + Penalty 4739.030657 = -1980607.041580
  nChanged 26
		SP:Iteration 21Q (8600.760000 sec): 3 clusters
  Score: Raw -1985361.636491 + Penalty 4739.030657 = -1980622.605834
  nChanged 16
		SP:Iteration 22Q (8600.790000 sec): 3 clusters
  Score: Raw -1985370.578786 + Penalty 4739.030657 = -1980631.548129
  nChanged 14
		SP:Iteration 23Q (8600.830000 sec): 3 clusters
  Score: Raw -1985379.487256 + Penalty 4739.030657 = -1980640.456599
  nChanged 8
		SP:Iteration 24Q (8600.870000 sec): 3 clusters
  Score: Raw -1985387.592326 + Penalty 4739.030657 = -1980648.561669
  nChanged 11
		SP:Iteration 25Q (8600.910000 sec): 3 clusters
  Score: Raw -1985394.130745 + Penalty 4739.030657 = -1980655.100089
  nChanged 8
		SP:Iteration 26Q (8600.950000 sec): 3 clusters
  Score: Raw -1985401.154989 + Penalty 4739.030657 = -1980662.124332
  nChanged 9
		SP:Iteration 27Q (8600.980000 sec): 3 clusters
  Score: Raw -1985407.139950 + Penalty 4739.030657 = -1980668.109294
  nChanged 14
		SP:Iteration 28Q (8601.020000 sec): 3 clusters
  Score: Raw -1985418.167293 + Penalty 4739.030657 = -1980679.136637
  nChanged 10
		SP:Iteration 29Q (8601.060000 sec): 3 clusters
  Score: Raw -1985426.153509 + Penalty 4739.030657 = -1980687.122852
  nChanged 9
		SP:Iteration 30Q (8601.090000 sec): 3 clusters
  Score: Raw -1985433.075035 + Penalty 4739.030657 = -1980694.044379
  nChanged 8
		SP:Iteration 31Q (8601.130000 sec): 3 clusters
  Score: Raw -1985437.298087 + Penalty 4739.030657 = -1980698.267430
  nChanged 11
		SP:Iteration 32Q (8601.170000 sec): 3 clusters
  Score: Raw -1985443.469799 + Penalty 4739.030657 = -1980704.439143
  nChanged 10
		SP:Iteration 33Q (8601.200000 sec): 3 clusters
  Score: Raw -1985448.473811 + Penalty 4739.030657 = -1980709.443155
  nChanged 10
		SP:Iteration 34Q (8601.240000 sec): 3 clusters
  Score: Raw -1985455.742143 + Penalty 4739.030657 = -1980716.711486
  nChanged 8
		SP:Iteration 35Q (8601.270000 sec): 3 clusters
  Score: Raw -1985461.832307 + Penalty 4739.030657 = -1980722.801650
  nChanged 12
		SP:Iteration 36Q (8601.310000 sec): 3 clusters
  Score: Raw -1985468.761988 + Penalty 4739.030657 = -1980729.731332
  nChanged 9
		SP:Iteration 37Q (8601.350000 sec): 3 clusters
  Score: Raw -1985474.071390 + Penalty 4739.030657 = -1980735.040734
  nChanged 7
		SP:Iteration 38Q (8601.380000 sec): 3 clusters
  Score: Raw -1985478.349347 + Penalty 4739.030657 = -1980739.318690
  nChanged 6
		SP:Iteration 39Q (8601.420000 sec): 3 clusters
  Score: Raw -1985482.720285 + Penalty 4739.030657 = -1980743.689629
  nChanged 4
		SP:Iteration 40F (8601.470000 sec): 3 clusters
  Score: Raw -1985485.204064 + Penalty 4739.030657 = -1980746.173407
  nChanged 5
		SP:Iteration 41Q (8601.500000 sec): 3 clusters
  Score: Raw -1985489.336241 + Penalty 4739.030657 = -1980750.305585
  nChanged 6
		SP:Iteration 42Q (8601.540000 sec): 3 clusters
  Score: Raw -1985492.311321 + Penalty 4739.030657 = -1980753.280664
  nChanged 1
		SP:Iteration 43Q (8601.570000 sec): 3 clusters
  Score: Raw -1985492.765804 + Penalty 4739.030657 = -1980753.735148
  nChanged 0
		SP:Iteration 44F (8601.620000 sec): 3 clusters
  Score: Raw -1985492.765804 + Penalty 4739.030657 = -1980753.735148
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8601.630000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8601.630000 sec): 3 clusters
  Score: Raw -73227.763819 + Penalty 3074.445443 = -70153.318376
  nChanged 81
		SP:Iteration 1F (8601.630000 sec): 3 clusters
  Score: Raw -73379.344680 + Penalty 3074.445443 = -70304.899237
  nChanged 23
		SP:Iteration 2Q (8601.630000 sec): 3 clusters
  Score: Raw -73437.299580 + Penalty 3074.445443 = -70362.854136
  nChanged 7
		SP:Iteration 3Q (8601.640000 sec): 3 clusters
  Score: Raw -73451.297956 + Penalty 3074.445443 = -70376.852513
  nChanged 2
		SP:Iteration 4Q (8601.640000 sec): 3 clusters
  Score: Raw -73454.527155 + Penalty 3074.445443 = -70380.081711
  nChanged 2
		SP:Iteration 5Q (8601.640000 sec): 3 clusters
  Score: Raw -73460.411300 + Penalty 3074.445443 = -70385.965857
  nChanged 2
		SP:Iteration 6Q (8601.640000 sec): 3 clusters
  Score: Raw -73464.247739 + Penalty 3074.445443 = -70389.802295
  nChanged 0
		SP:Iteration 7F (8601.650000 sec): 3 clusters
  Score: Raw -73464.247739 + Penalty 3074.445443 = -70389.802295
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8601.650000 sec): 2 clusters
  Score: Raw -309815.793004 + Penalty 1905.598267 = -307910.194737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8601.660000 sec): 3 clusters
  Score: Raw -308952.565355 + Penalty 3811.196534 = -305141.368821
  nChanged 715
		SP:Iteration 1F (8601.670000 sec): 3 clusters
  Score: Raw -309448.920265 + Penalty 3811.196534 = -305637.723731
  nChanged 167
		SP:Iteration 2F (8601.670000 sec): 3 clusters
  Score: Raw -309589.926420 + Penalty 3811.196534 = -305778.729885
  nChanged 103
		SP:Iteration 3Q (8601.690000 sec): 3 clusters
  Score: Raw -309660.147335 + Penalty 3811.196534 = -305848.950800
  nChanged 54
		SP:Iteration 4Q (8601.700000 sec): 3 clusters
  Score: Raw -309695.942422 + Penalty 3811.196534 = -305884.745888
  nChanged 33
		SP:Iteration 5Q (8601.700000 sec): 3 clusters
  Score: Raw -309722.394840 + Penalty 3811.196534 = -305911.198306
  nChanged 28
		SP:Iteration 6Q (8601.710000 sec): 3 clusters
  Score: Raw -309743.015237 + Penalty 3811.196534 = -305931.818702
  nChanged 24
		SP:Iteration 7Q (8601.720000 sec): 3 clusters
  Score: Raw -309757.423937 + Penalty 3811.196534 = -305946.227403
  nChanged 17
		SP:Iteration 8Q (8601.720000 sec): 3 clusters
  Score: Raw -309766.763061 + Penalty 3811.196534 = -305955.566527
  nChanged 11
		SP:Iteration 9Q (8601.730000 sec): 3 clusters
  Score: Raw -309776.858044 + Penalty 3811.196534 = -305965.661509
  nChanged 14
		SP:Iteration 10Q (8601.740000 sec): 3 clusters
  Score: Raw -309787.611481 + Penalty 3811.196534 = -305976.414947
  nChanged 13
		SP:Iteration 11Q (8601.750000 sec): 3 clusters
  Score: Raw -309795.871439 + Penalty 3811.196534 = -305984.674904
  nChanged 9
		SP:Iteration 12Q (8601.760000 sec): 3 clusters
  Score: Raw -309802.032063 + Penalty 3811.196534 = -305990.835528
  nChanged 6
		SP:Iteration 13Q (8601.760000 sec): 3 clusters
  Score: Raw -309805.484158 + Penalty 3811.196534 = -305994.287623
  nChanged 6
		SP:Iteration 14Q (8601.770000 sec): 3 clusters
  Score: Raw -309808.603318 + Penalty 3811.196534 = -305997.406784
  nChanged 4
		SP:Iteration 15Q (8601.780000 sec): 3 clusters
  Score: Raw -309810.749345 + Penalty 3811.196534 = -305999.552811
  nChanged 1
		SP:Iteration 16Q (8601.780000 sec): 3 clusters
  Score: Raw -309811.150953 + Penalty 3811.196534 = -305999.954419
  nChanged 1
		SP:Iteration 17Q (8601.790000 sec): 3 clusters
  Score: Raw -309811.706402 + Penalty 3811.196534 = -306000.509868
  nChanged 0
		SP:Iteration 18F (8601.800000 sec): 3 clusters
  Score: Raw -309811.706402 + Penalty 3811.196534 = -306000.509868
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8601.900000 sec): 2 clusters
  Score: Raw -4594677.129706 + Penalty 2568.397217 = -4592108.732489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8602.020000 sec): 3 clusters
  Score: Raw -4575743.437567 + Penalty 5136.794433 = -4570606.643133
  nChanged 14263
		SP:Iteration 1F (8602.130000 sec): 3 clusters
  Score: Raw -4583588.080828 + Penalty 5136.794433 = -4578451.286395
  nChanged 1370
		SP:Iteration 2Q (8602.250000 sec): 3 clusters
  Score: Raw -4584017.299867 + Penalty 5136.794433 = -4578880.505434
  nChanged 1216
		SP:Iteration 3Q (8602.360000 sec): 3 clusters
  Score: Raw -4584423.862186 + Penalty 5136.794433 = -4579287.067753
  nChanged 1202
		SP:Iteration 4Q (8602.480000 sec): 3 clusters
  Score: Raw -4584856.041025 + Penalty 5136.794433 = -4579719.246592
  nChanged 1303
		SP:Iteration 5Q (8602.590000 sec): 3 clusters
  Score: Raw -4585401.737416 + Penalty 5136.794433 = -4580264.942983
  nChanged 1410
		SP:Iteration 6Q (8602.710000 sec): 3 clusters
  Score: Raw -4586081.070565 + Penalty 5136.794433 = -4580944.276132
  nChanged 1684
		SP:Iteration 7F (8602.820000 sec): 3 clusters
  Score: Raw -4587003.184490 + Penalty 5136.794433 = -4581866.390057
  nChanged 1906
		SP:Iteration 8F (8602.930000 sec): 3 clusters
  Score: Raw -4588272.801136 + Penalty 5136.794433 = -4583136.006703
  nChanged 2102
		SP:Iteration 9F (8603.050000 sec): 3 clusters
  Score: Raw -4589819.896074 + Penalty 5136.794433 = -4584683.101641
  nChanged 1958
		SP:Iteration 10F (8603.160000 sec): 3 clusters
  Score: Raw -4591333.351924 + Penalty 5136.794433 = -4586196.557490
  nChanged 1561
		SP:Iteration 11Q (8603.270000 sec): 3 clusters
  Score: Raw -4592457.421847 + Penalty 5136.794433 = -4587320.627413
  nChanged 1114
		SP:Iteration 12Q (8603.380000 sec): 3 clusters
  Score: Raw -4593177.565137 + Penalty 5136.794433 = -4588040.770703
  nChanged 799
		SP:Iteration 13Q (8603.500000 sec): 3 clusters
  Score: Raw -4593663.676597 + Penalty 5136.794433 = -4588526.882164
  nChanged 561
		SP:Iteration 14Q (8603.610000 sec): 3 clusters
  Score: Raw -4594070.081107 + Penalty 5136.794433 = -4588933.286674
  nChanged 409
		SP:Iteration 15Q (8603.720000 sec): 3 clusters
  Score: Raw -4594466.363580 + Penalty 5136.794433 = -4589329.569146
  nChanged 295
		SP:Iteration 16Q (8603.820000 sec): 3 clusters
  Score: Raw -4594861.433719 + Penalty 5136.794433 = -4589724.639285
  nChanged 221
		SP:Iteration 17Q (8603.910000 sec): 3 clusters
  Score: Raw -4595172.492986 + Penalty 5136.794433 = -4590035.698553
  nChanged 192
		SP:Iteration 18Q (8604.000000 sec): 3 clusters
  Score: Raw -4595394.146564 + Penalty 5136.794433 = -4590257.352131
  nChanged 140
		SP:Iteration 19Q (8604.090000 sec): 3 clusters
  Score: Raw -4595510.965761 + Penalty 5136.794433 = -4590374.171328
  nChanged 106
		SP:Iteration 20F (8604.200000 sec): 3 clusters
  Score: Raw -4595574.323809 + Penalty 5136.794433 = -4590437.529376
  nChanged 75
		SP:Iteration 21Q (8604.280000 sec): 3 clusters
  Score: Raw -4595611.184668 + Penalty 5136.794433 = -4590474.390234
  nChanged 63
		SP:Iteration 22Q (8604.360000 sec): 3 clusters
  Score: Raw -4595638.429577 + Penalty 5136.794433 = -4590501.635143
  nChanged 54
		SP:Iteration 23Q (8604.450000 sec): 3 clusters
  Score: Raw -4595658.043914 + Penalty 5136.794433 = -4590521.249481
  nChanged 33
		SP:Iteration 24Q (8604.530000 sec): 3 clusters
  Score: Raw -4595670.246551 + Penalty 5136.794433 = -4590533.452117
  nChanged 24
		SP:Iteration 25Q (8604.610000 sec): 3 clusters
  Score: Raw -4595679.386749 + Penalty 5136.794433 = -4590542.592315
  nChanged 29
		SP:Iteration 26Q (8604.700000 sec): 3 clusters
  Score: Raw -4595687.921830 + Penalty 5136.794433 = -4590551.127397
  nChanged 24
		SP:Iteration 27Q (8604.780000 sec): 3 clusters
  Score: Raw -4595695.966250 + Penalty 5136.794433 = -4590559.171816
  nChanged 19
		SP:Iteration 28Q (8604.860000 sec): 3 clusters
  Score: Raw -4595700.040292 + Penalty 5136.794433 = -4590563.245859
  nChanged 10
		SP:Iteration 29Q (8604.940000 sec): 3 clusters
  Score: Raw -4595702.190091 + Penalty 5136.794433 = -4590565.395658
  nChanged 6
		SP:Iteration 30Q (8605.030000 sec): 3 clusters
  Score: Raw -4595703.796355 + Penalty 5136.794433 = -4590567.001922
  nChanged 6
		SP:Iteration 31Q (8605.110000 sec): 3 clusters
  Score: Raw -4595704.940848 + Penalty 5136.794433 = -4590568.146415
  nChanged 6
		SP:Iteration 32Q (8605.190000 sec): 3 clusters
  Score: Raw -4595706.235293 + Penalty 5136.794433 = -4590569.440860
  nChanged 7
		SP:Iteration 33Q (8605.280000 sec): 3 clusters
  Score: Raw -4595707.682862 + Penalty 5136.794433 = -4590570.888428
  nChanged 7
		SP:Iteration 34Q (8605.360000 sec): 3 clusters
  Score: Raw -4595709.796049 + Penalty 5136.794433 = -4590573.001616
  nChanged 5
		SP:Iteration 35Q (8605.440000 sec): 3 clusters
  Score: Raw -4595710.678767 + Penalty 5136.794433 = -4590573.884333
  nChanged 2
		SP:Iteration 36Q (8605.530000 sec): 3 clusters
  Score: Raw -4595711.115328 + Penalty 5136.794433 = -4590574.320895
  nChanged 2
		SP:Iteration 37Q (8605.610000 sec): 3 clusters
  Score: Raw -4595711.399070 + Penalty 5136.794433 = -4590574.604637
  nChanged 4
		SP:Iteration 38Q (8605.700000 sec): 3 clusters
  Score: Raw -4595712.016438 + Penalty 5136.794433 = -4590575.222005
  nChanged 2
		SP:Iteration 39Q (8605.780000 sec): 3 clusters
  Score: Raw -4595712.278905 + Penalty 5136.794433 = -4590575.484472
  nChanged 0
		SP:Iteration 40F (8605.890000 sec): 3 clusters
  Score: Raw -4595712.278905 + Penalty 5136.794433 = -4590575.484472
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8606.210000 sec): 2 clusters
  Score: Raw -14339023.494785 + Penalty 2851.716528 = -14336171.778257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8606.570000 sec): 3 clusters
  Score: Raw -14275811.723985 + Penalty 5703.433055 = -14270108.290929
  nChanged 46563
		SP:Iteration 1F (8606.930000 sec): 3 clusters
  Score: Raw -14302645.951347 + Penalty 5703.433055 = -14296942.518292
  nChanged 3630
		SP:Iteration 2Q (8607.290000 sec): 3 clusters
  Score: Raw -14303693.061976 + Penalty 5703.433055 = -14297989.628921
  nChanged 3967
		SP:Iteration 3Q (8607.660000 sec): 3 clusters
  Score: Raw -14305057.592536 + Penalty 5703.433055 = -14299354.159481
  nChanged 4632
		SP:Iteration 4Q (8608.030000 sec): 3 clusters
  Score: Raw -14306983.557298 + Penalty 5703.433055 = -14301280.124243
  nChanged 5477
		SP:Iteration 5F (8608.390000 sec): 3 clusters
  Score: Raw -14309759.898947 + Penalty 5703.433055 = -14304056.465891
  nChanged 6098
		SP:Iteration 6F (8608.740000 sec): 3 clusters
  Score: Raw -14313156.440742 + Penalty 5703.433055 = -14307453.007686
  nChanged 6139
		SP:Iteration 7F (8609.100000 sec): 3 clusters
  Score: Raw -14316804.315104 + Penalty 5703.433055 = -14311100.882049
  nChanged 5993
		SP:Iteration 8F (8609.460000 sec): 3 clusters
  Score: Raw -14320500.832078 + Penalty 5703.433055 = -14314797.399022
  nChanged 5244
		SP:Iteration 9F (8609.830000 sec): 3 clusters
  Score: Raw -14323808.598458 + Penalty 5703.433055 = -14318105.165403
  nChanged 4484
		SP:Iteration 10Q (8610.200000 sec): 3 clusters
  Score: Raw -14326861.853521 + Penalty 5703.433055 = -14321158.420466
  nChanged 3853
		SP:Iteration 11Q (8610.560000 sec): 3 clusters
  Score: Raw -14329581.821472 + Penalty 5703.433055 = -14323878.388416
  nChanged 3175
		SP:Iteration 12Q (8610.910000 sec): 3 clusters
  Score: Raw -14331882.134597 + Penalty 5703.433055 = -14326178.701542
  nChanged 2535
		SP:Iteration 13Q (8611.250000 sec): 3 clusters
  Score: Raw -14333686.674300 + Penalty 5703.433055 = -14327983.241245
  nChanged 1936
		SP:Iteration 14Q (8611.570000 sec): 3 clusters
  Score: Raw -14335049.050535 + Penalty 5703.433055 = -14329345.617480
  nChanged 1568
		SP:Iteration 15Q (8611.880000 sec): 3 clusters
  Score: Raw -14336152.344728 + Penalty 5703.433055 = -14330448.911673
  nChanged 1218
		SP:Iteration 16Q (8612.170000 sec): 3 clusters
  Score: Raw -14336996.282352 + Penalty 5703.433055 = -14331292.849297
  nChanged 955
		SP:Iteration 17Q (8612.460000 sec): 3 clusters
  Score: Raw -14337643.986877 + Penalty 5703.433055 = -14331940.553822
  nChanged 715
		SP:Iteration 18Q (8612.740000 sec): 3 clusters
  Score: Raw -14338111.028879 + Penalty 5703.433055 = -14332407.595824
  nChanged 593
		SP:Iteration 19Q (8613.020000 sec): 3 clusters
  Score: Raw -14338482.847107 + Penalty 5703.433055 = -14332779.414051
  nChanged 492
		SP:Iteration 20F (8613.370000 sec): 3 clusters
  Score: Raw -14338779.206153 + Penalty 5703.433055 = -14333075.773098
  nChanged 410
		SP:Iteration 21Q (8613.640000 sec): 3 clusters
  Score: Raw -14339000.399805 + Penalty 5703.433055 = -14333296.966750
  nChanged 347
		SP:Iteration 22Q (8613.910000 sec): 3 clusters
  Score: Raw -14339176.786390 + Penalty 5703.433055 = -14333473.353335
  nChanged 273
		SP:Iteration 23Q (8614.170000 sec): 3 clusters
  Score: Raw -14339288.749225 + Penalty 5703.433055 = -14333585.316170
  nChanged 216
		SP:Iteration 24Q (8614.440000 sec): 3 clusters
  Score: Raw -14339383.998943 + Penalty 5703.433055 = -14333680.565888
  nChanged 185
		SP:Iteration 25Q (8614.710000 sec): 3 clusters
  Score: Raw -14339453.118138 + Penalty 5703.433055 = -14333749.685083
  nChanged 156
		SP:Iteration 26Q (8614.970000 sec): 3 clusters
  Score: Raw -14339508.705923 + Penalty 5703.433055 = -14333805.272868
  nChanged 150
		SP:Iteration 27Q (8615.240000 sec): 3 clusters
  Score: Raw -14339560.867351 + Penalty 5703.433055 = -14333857.434295
  nChanged 116
		SP:Iteration 28Q (8615.500000 sec): 3 clusters
  Score: Raw -14339599.875377 + Penalty 5703.433055 = -14333896.442322
  nChanged 113
		SP:Iteration 29Q (8615.760000 sec): 3 clusters
  Score: Raw -14339635.965520 + Penalty 5703.433055 = -14333932.532465
  nChanged 98
		SP:Iteration 30Q (8616.030000 sec): 3 clusters
  Score: Raw -14339669.841919 + Penalty 5703.433055 = -14333966.408864
  nChanged 86
		SP:Iteration 31Q (8616.290000 sec): 3 clusters
  Score: Raw -14339699.123502 + Penalty 5703.433055 = -14333995.690447
  nChanged 84
		SP:Iteration 32Q (8616.550000 sec): 3 clusters
  Score: Raw -14339723.942044 + Penalty 5703.433055 = -14334020.508988
  nChanged 71
		SP:Iteration 33Q (8616.810000 sec): 3 clusters
  Score: Raw -14339742.593057 + Penalty 5703.433055 = -14334039.160002
  nChanged 53
		SP:Iteration 34Q (8617.080000 sec): 3 clusters
  Score: Raw -14339758.635832 + Penalty 5703.433055 = -14334055.202777
  nChanged 54
		SP:Iteration 35Q (8617.340000 sec): 3 clusters
  Score: Raw -14339772.521873 + Penalty 5703.433055 = -14334069.088818
  nChanged 39
		SP:Iteration 36Q (8617.600000 sec): 3 clusters
  Score: Raw -14339783.167948 + Penalty 5703.433055 = -14334079.734892
  nChanged 37
		SP:Iteration 37Q (8617.860000 sec): 3 clusters
  Score: Raw -14339791.472518 + Penalty 5703.433055 = -14334088.039463
  nChanged 31
		SP:Iteration 38Q (8618.120000 sec): 3 clusters
  Score: Raw -14339798.120960 + Penalty 5703.433055 = -14334094.687905
  nChanged 28
		SP:Iteration 39Q (8618.380000 sec): 3 clusters
  Score: Raw -14339805.582755 + Penalty 5703.433055 = -14334102.149700
  nChanged 27
		SP:Iteration 40F (8618.730000 sec): 3 clusters
  Score: Raw -14339811.124812 + Penalty 5703.433055 = -14334107.691756
  nChanged 22
		SP:Iteration 41Q (8618.990000 sec): 3 clusters
  Score: Raw -14339815.574630 + Penalty 5703.433055 = -14334112.141575
  nChanged 23
		SP:Iteration 42Q (8619.250000 sec): 3 clusters
  Score: Raw -14339819.785102 + Penalty 5703.433055 = -14334116.352047
  nChanged 12
		SP:Iteration 43Q (8619.510000 sec): 3 clusters
  Score: Raw -14339822.248392 + Penalty 5703.433055 = -14334118.815337
  nChanged 11
		SP:Iteration 44Q (8619.770000 sec): 3 clusters
  Score: Raw -14339825.003833 + Penalty 5703.433055 = -14334121.570778
  nChanged 13
		SP:Iteration 45Q (8620.030000 sec): 3 clusters
  Score: Raw -14339827.577562 + Penalty 5703.433055 = -14334124.144507
  nChanged 16
		SP:Iteration 46Q (8620.290000 sec): 3 clusters
  Score: Raw -14339831.655601 + Penalty 5703.433055 = -14334128.222546
  nChanged 24
		SP:Iteration 47Q (8620.550000 sec): 3 clusters
  Score: Raw -14339836.185791 + Penalty 5703.433055 = -14334132.752736
  nChanged 11
		SP:Iteration 48Q (8620.810000 sec): 3 clusters
  Score: Raw -14339838.409020 + Penalty 5703.433055 = -14334134.975964
  nChanged 11
		SP:Iteration 49Q (8621.070000 sec): 3 clusters
  Score: Raw -14339841.319578 + Penalty 5703.433055 = -14334137.886523
  nChanged 11
		SP:Iteration 50Q (8621.330000 sec): 3 clusters
  Score: Raw -14339844.448240 + Penalty 5703.433055 = -14334141.015185
  nChanged 12
		SP:Iteration 51Q (8621.590000 sec): 3 clusters
  Score: Raw -14339846.342668 + Penalty 5703.433055 = -14334142.909613
  nChanged 14
		SP:Iteration 52Q (8621.850000 sec): 3 clusters
  Score: Raw -14339851.225659 + Penalty 5703.433055 = -14334147.792604
  nChanged 18
		SP:Iteration 53Q (8622.110000 sec): 3 clusters
  Score: Raw -14339854.537404 + Penalty 5703.433055 = -14334151.104349
  nChanged 11
		SP:Iteration 54Q (8622.370000 sec): 3 clusters
  Score: Raw -14339857.185341 + Penalty 5703.433055 = -14334153.752286
  nChanged 13
		SP:Iteration 55Q (8622.630000 sec): 3 clusters
  Score: Raw -14339859.575232 + Penalty 5703.433055 = -14334156.142177
  nChanged 9
		SP:Iteration 56Q (8622.890000 sec): 3 clusters
  Score: Raw -14339861.281913 + Penalty 5703.433055 = -14334157.848858
  nChanged 10
		SP:Iteration 57Q (8623.150000 sec): 3 clusters
  Score: Raw -14339863.416949 + Penalty 5703.433055 = -14334159.983894
  nChanged 10
		SP:Iteration 58Q (8623.410000 sec): 3 clusters
  Score: Raw -14339865.937296 + Penalty 5703.433055 = -14334162.504241
  nChanged 11
		SP:Iteration 59Q (8623.670000 sec): 3 clusters
  Score: Raw -14339867.824455 + Penalty 5703.433055 = -14334164.391400
  nChanged 9
		SP:Iteration 60F (8624.020000 sec): 3 clusters
  Score: Raw -14339870.297577 + Penalty 5703.433055 = -14334166.864522
  nChanged 7
		SP:Iteration 61Q (8624.280000 sec): 3 clusters
  Score: Raw -14339873.332104 + Penalty 5703.433055 = -14334169.899048
  nChanged 12
		SP:Iteration 62Q (8624.540000 sec): 3 clusters
  Score: Raw -14339875.935633 + Penalty 5703.433055 = -14334172.502578
  nChanged 12
		SP:Iteration 63Q (8624.810000 sec): 3 clusters
  Score: Raw -14339877.866255 + Penalty 5703.433055 = -14334174.433200
  nChanged 9
		SP:Iteration 64Q (8625.070000 sec): 3 clusters
  Score: Raw -14339880.212612 + Penalty 5703.433055 = -14334176.779557
  nChanged 9
		SP:Iteration 65Q (8625.330000 sec): 3 clusters
  Score: Raw -14339883.188916 + Penalty 5703.433055 = -14334179.755861
  nChanged 11
		SP:Iteration 66Q (8625.590000 sec): 3 clusters
  Score: Raw -14339885.338490 + Penalty 5703.433055 = -14334181.905435
  nChanged 6
		SP:Iteration 67Q (8625.860000 sec): 3 clusters
  Score: Raw -14339886.582058 + Penalty 5703.433055 = -14334183.149003
  nChanged 10
		SP:Iteration 68Q (8626.130000 sec): 3 clusters
  Score: Raw -14339888.964068 + Penalty 5703.433055 = -14334185.531013
  nChanged 3
		SP:Iteration 69Q (8626.380000 sec): 3 clusters
  Score: Raw -14339889.903827 + Penalty 5703.433055 = -14334186.470772
  nChanged 6
		SP:Iteration 70Q (8626.650000 sec): 3 clusters
  Score: Raw -14339891.143667 + Penalty 5703.433055 = -14334187.710612
  nChanged 4
		SP:Iteration 71Q (8626.910000 sec): 3 clusters
  Score: Raw -14339891.732183 + Penalty 5703.433055 = -14334188.299127
  nChanged 2
		SP:Iteration 72Q (8627.170000 sec): 3 clusters
  Score: Raw -14339892.018494 + Penalty 5703.433055 = -14334188.585439
  nChanged 1
		SP:Iteration 73Q (8627.440000 sec): 3 clusters
  Score: Raw -14339892.356438 + Penalty 5703.433055 = -14334188.923382
  nChanged 1
		SP:Iteration 74Q (8627.700000 sec): 3 clusters
  Score: Raw -14339892.652568 + Penalty 5703.433055 = -14334189.219512
  nChanged 3
		SP:Iteration 75Q (8627.960000 sec): 3 clusters
  Score: Raw -14339893.271260 + Penalty 5703.433055 = -14334189.838205
  nChanged 2
		SP:Iteration 76Q (8628.230000 sec): 3 clusters
  Score: Raw -14339894.430791 + Penalty 5703.433055 = -14334190.997736
  nChanged 5
		SP:Iteration 77Q (8628.490000 sec): 3 clusters
  Score: Raw -14339896.042511 + Penalty 5703.433055 = -14334192.609456
  nChanged 4
		SP:Iteration 78Q (8628.750000 sec): 3 clusters
  Score: Raw -14339896.769154 + Penalty 5703.433055 = -14334193.336098
  nChanged 3
		SP:Iteration 79Q (8629.010000 sec): 3 clusters
  Score: Raw -14339897.136433 + Penalty 5703.433055 = -14334193.703378
  nChanged 2
		SP:Iteration 80F (8629.370000 sec): 3 clusters
  Score: Raw -14339897.785258 + Penalty 5703.433055 = -14334194.352203
  nChanged 3
		SP:Iteration 81Q (8629.640000 sec): 3 clusters
  Score: Raw -14339898.408915 + Penalty 5703.433055 = -14334194.975860
  nChanged 3
		SP:Iteration 82Q (8629.900000 sec): 3 clusters
  Score: Raw -14339898.726928 + Penalty 5703.433055 = -14334195.293873
  nChanged 2
		SP:Iteration 83Q (8630.170000 sec): 3 clusters
  Score: Raw -14339899.071412 + Penalty 5703.433055 = -14334195.638356
  nChanged 2
		SP:Iteration 84Q (8630.430000 sec): 3 clusters
  Score: Raw -14339899.231520 + Penalty 5703.433055 = -14334195.798465
  nChanged 3
		SP:Iteration 85Q (8630.690000 sec): 3 clusters
  Score: Raw -14339899.613392 + Penalty 5703.433055 = -14334196.180337
  nChanged 3
		SP:Iteration 86Q (8630.960000 sec): 3 clusters
  Score: Raw -14339900.024877 + Penalty 5703.433055 = -14334196.591822
  nChanged 3
		SP:Iteration 87Q (8631.220000 sec): 3 clusters
  Score: Raw -14339900.628882 + Penalty 5703.433055 = -14334197.195827
  nChanged 1
		SP:Iteration 88Q (8631.490000 sec): 3 clusters
  Score: Raw -14339900.746815 + Penalty 5703.433055 = -14334197.313760
  nChanged 0
		SP:Iteration 89F (8631.850000 sec): 3 clusters
  Score: Raw -14339900.746815 + Penalty 5703.433055 = -14334197.313760
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8631.980000 sec): 2 clusters
  Score: Raw -5651717.706007 + Penalty 2605.046030 = -5649112.659977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8632.120000 sec): 3 clusters
  Score: Raw -5629487.393411 + Penalty 5210.092060 = -5624277.301351
  nChanged 16538
		SP:Iteration 1F (8632.250000 sec): 3 clusters
  Score: Raw -5638441.093932 + Penalty 5210.092060 = -5633231.001871
  nChanged 1612
		SP:Iteration 2Q (8632.390000 sec): 3 clusters
  Score: Raw -5638923.754111 + Penalty 5210.092060 = -5633713.662050
  nChanged 1412
		SP:Iteration 3Q (8632.530000 sec): 3 clusters
  Score: Raw -5639359.996841 + Penalty 5210.092060 = -5634149.904781
  nChanged 1362
		SP:Iteration 4Q (8632.660000 sec): 3 clusters
  Score: Raw -5639809.926694 + Penalty 5210.092060 = -5634599.834634
  nChanged 1387
		SP:Iteration 5Q (8632.800000 sec): 3 clusters
  Score: Raw -5640326.116530 + Penalty 5210.092060 = -5635116.024469
  nChanged 1419
		SP:Iteration 6Q (8632.930000 sec): 3 clusters
  Score: Raw -5640942.181279 + Penalty 5210.092060 = -5635732.089219
  nChanged 1610
		SP:Iteration 7Q (8633.070000 sec): 3 clusters
  Score: Raw -5641795.178242 + Penalty 5210.092060 = -5636585.086182
  nChanged 1891
		SP:Iteration 8F (8633.210000 sec): 3 clusters
  Score: Raw -5642975.523426 + Penalty 5210.092060 = -5637765.431365
  nChanged 2135
		SP:Iteration 9F (8633.340000 sec): 3 clusters
  Score: Raw -5644520.872899 + Penalty 5210.092060 = -5639310.780839
  nChanged 2235
		SP:Iteration 10F (8633.470000 sec): 3 clusters
  Score: Raw -5646249.447148 + Penalty 5210.092060 = -5641039.355088
  nChanged 2175
		SP:Iteration 11F (8633.610000 sec): 3 clusters
  Score: Raw -5648045.065111 + Penalty 5210.092060 = -5642834.973051
  nChanged 1862
		SP:Iteration 12F (8633.740000 sec): 3 clusters
  Score: Raw -5649616.656866 + Penalty 5210.092060 = -5644406.564806
  nChanged 1284
		SP:Iteration 13Q (8633.850000 sec): 3 clusters
  Score: Raw -5650682.451671 + Penalty 5210.092060 = -5645472.359610
  nChanged 709
		SP:Iteration 14Q (8633.960000 sec): 3 clusters
  Score: Raw -5651227.230249 + Penalty 5210.092060 = -5646017.138188
  nChanged 379
		SP:Iteration 15Q (8634.070000 sec): 3 clusters
  Score: Raw -5651541.207093 + Penalty 5210.092060 = -5646331.115032
  nChanged 224
		SP:Iteration 16Q (8634.170000 sec): 3 clusters
  Score: Raw -5651731.694070 + Penalty 5210.092060 = -5646521.602010
  nChanged 139
		SP:Iteration 17Q (8634.270000 sec): 3 clusters
  Score: Raw -5651842.725847 + Penalty 5210.092060 = -5646632.633786
  nChanged 84
		SP:Iteration 18Q (8634.360000 sec): 3 clusters
  Score: Raw -5651909.262901 + Penalty 5210.092060 = -5646699.170840
  nChanged 44
		SP:Iteration 19Q (8634.450000 sec): 3 clusters
  Score: Raw -5651942.282982 + Penalty 5210.092060 = -5646732.190922
  nChanged 35
		SP:Iteration 20F (8634.590000 sec): 3 clusters
  Score: Raw -5651980.186626 + Penalty 5210.092060 = -5646770.094565
  nChanged 24
		SP:Iteration 21Q (8634.680000 sec): 3 clusters
  Score: Raw -5652004.361936 + Penalty 5210.092060 = -5646794.269875
  nChanged 19
		SP:Iteration 22Q (8634.770000 sec): 3 clusters
  Score: Raw -5652019.242404 + Penalty 5210.092060 = -5646809.150343
  nChanged 14
		SP:Iteration 23Q (8634.860000 sec): 3 clusters
  Score: Raw -5652030.266318 + Penalty 5210.092060 = -5646820.174258
  nChanged 12
		SP:Iteration 24Q (8634.950000 sec): 3 clusters
  Score: Raw -5652042.184714 + Penalty 5210.092060 = -5646832.092654
  nChanged 9
		SP:Iteration 25Q (8635.040000 sec): 3 clusters
  Score: Raw -5652048.839113 + Penalty 5210.092060 = -5646838.747053
  nChanged 6
		SP:Iteration 26Q (8635.130000 sec): 3 clusters
  Score: Raw -5652054.444652 + Penalty 5210.092060 = -5646844.352592
  nChanged 5
		SP:Iteration 27Q (8635.230000 sec): 3 clusters
  Score: Raw -5652058.357131 + Penalty 5210.092060 = -5646848.265070
  nChanged 5
		SP:Iteration 28Q (8635.310000 sec): 3 clusters
  Score: Raw -5652062.784878 + Penalty 5210.092060 = -5646852.692818
  nChanged 4
		SP:Iteration 29Q (8635.410000 sec): 3 clusters
  Score: Raw -5652066.163243 + Penalty 5210.092060 = -5646856.071183
  nChanged 0
		SP:Iteration 30F (8635.540000 sec): 3 clusters
  Score: Raw -5652066.163243 + Penalty 5210.092060 = -5646856.071183
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8635.860000 sec): 2 clusters
  Score: Raw -14570628.045756 + Penalty 2851.799513 = -14567776.246243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8636.230000 sec): 3 clusters
  Score: Raw -14507459.639684 + Penalty 5703.599026 = -14501756.040658
  nChanged 46767
		SP:Iteration 1F (8636.600000 sec): 3 clusters
  Score: Raw -14534264.046476 + Penalty 5703.599026 = -14528560.447449
  nChanged 3725
		SP:Iteration 2Q (8636.980000 sec): 3 clusters
  Score: Raw -14535406.673586 + Penalty 5703.599026 = -14529703.074559
  nChanged 4399
		SP:Iteration 3Q (8637.350000 sec): 3 clusters
  Score: Raw -14537142.740354 + Penalty 5703.599026 = -14531439.141327
  nChanged 5645
		SP:Iteration 4F (8637.710000 sec): 3 clusters
  Score: Raw -14540086.777781 + Penalty 5703.599026 = -14534383.178754
  nChanged 7116
		SP:Iteration 5F (8638.070000 sec): 3 clusters
  Score: Raw -14544829.776756 + Penalty 5703.599026 = -14539126.177729
  nChanged 8057
		SP:Iteration 6F (8638.440000 sec): 3 clusters
  Score: Raw -14551152.246386 + Penalty 5703.599026 = -14545448.647359
  nChanged 7712
		SP:Iteration 7F (8638.810000 sec): 3 clusters
  Score: Raw -14557661.095999 + Penalty 5703.599026 = -14551957.496973
  nChanged 6112
		SP:Iteration 8F (8639.170000 sec): 3 clusters
  Score: Raw -14562974.002759 + Penalty 5703.599026 = -14557270.403733
  nChanged 4100
		SP:Iteration 9Q (8639.540000 sec): 3 clusters
  Score: Raw -14566494.711574 + Penalty 5703.599026 = -14560791.112547
  nChanged 2471
		SP:Iteration 10Q (8639.900000 sec): 3 clusters
  Score: Raw -14568675.453657 + Penalty 5703.599026 = -14562971.854630
  nChanged 1302
		SP:Iteration 11Q (8640.230000 sec): 3 clusters
  Score: Raw -14569857.910194 + Penalty 5703.599026 = -14564154.311167
  nChanged 642
		SP:Iteration 12Q (8640.530000 sec): 3 clusters
  Score: Raw -14570494.844469 + Penalty 5703.599026 = -14564791.245443
  nChanged 320
		SP:Iteration 13Q (8640.820000 sec): 3 clusters
  Score: Raw -14570786.757800 + Penalty 5703.599026 = -14565083.158774
  nChanged 189
		SP:Iteration 14Q (8641.090000 sec): 3 clusters
  Score: Raw -14570945.253767 + Penalty 5703.599026 = -14565241.654741
  nChanged 104
		SP:Iteration 15Q (8641.350000 sec): 3 clusters
  Score: Raw -14571021.779215 + Penalty 5703.599026 = -14565318.180189
  nChanged 60
		SP:Iteration 16Q (8641.620000 sec): 3 clusters
  Score: Raw -14571065.626552 + Penalty 5703.599026 = -14565362.027526
  nChanged 44
		SP:Iteration 17Q (8641.880000 sec): 3 clusters
  Score: Raw -14571091.898794 + Penalty 5703.599026 = -14565388.299768
  nChanged 23
		SP:Iteration 18Q (8642.140000 sec): 3 clusters
  Score: Raw -14571107.335893 + Penalty 5703.599026 = -14565403.736866
  nChanged 27
		SP:Iteration 19Q (8642.410000 sec): 3 clusters
  Score: Raw -14571120.259586 + Penalty 5703.599026 = -14565416.660559
  nChanged 11
		SP:Iteration 20F (8642.760000 sec): 3 clusters
  Score: Raw -14571126.421567 + Penalty 5703.599026 = -14565422.822541
  nChanged 6
		SP:Iteration 21Q (8643.020000 sec): 3 clusters
  Score: Raw -14571130.291689 + Penalty 5703.599026 = -14565426.692662
  nChanged 6
		SP:Iteration 22Q (8643.280000 sec): 3 clusters
  Score: Raw -14571133.623429 + Penalty 5703.599026 = -14565430.024403
  nChanged 8
		SP:Iteration 23Q (8643.550000 sec): 3 clusters
  Score: Raw -14571138.963341 + Penalty 5703.599026 = -14565435.364314
  nChanged 4
		SP:Iteration 24Q (8643.810000 sec): 3 clusters
  Score: Raw -14571142.237282 + Penalty 5703.599026 = -14565438.638256
  nChanged 4
		SP:Iteration 25Q (8644.060000 sec): 3 clusters
  Score: Raw -14571143.690638 + Penalty 5703.599026 = -14565440.091612
  nChanged 4
		SP:Iteration 26Q (8644.310000 sec): 3 clusters
  Score: Raw -14571145.765479 + Penalty 5703.599026 = -14565442.166453
  nChanged 3
		SP:Iteration 27Q (8644.570000 sec): 3 clusters
  Score: Raw -14571148.112063 + Penalty 5703.599026 = -14565444.513037
  nChanged 3
		SP:Iteration 28Q (8644.830000 sec): 3 clusters
  Score: Raw -14571150.209796 + Penalty 5703.599026 = -14565446.610769
  nChanged 3
		SP:Iteration 29Q (8645.090000 sec): 3 clusters
  Score: Raw -14571151.923637 + Penalty 5703.599026 = -14565448.324611
  nChanged 3
		SP:Iteration 30Q (8645.350000 sec): 3 clusters
  Score: Raw -14571153.698967 + Penalty 5703.599026 = -14565450.099941
  nChanged 3
		SP:Iteration 31Q (8645.610000 sec): 3 clusters
  Score: Raw -14571155.928790 + Penalty 5703.599026 = -14565452.329763
  nChanged 6
		SP:Iteration 32Q (8645.870000 sec): 3 clusters
  Score: Raw -14571158.531318 + Penalty 5703.599026 = -14565454.932291
  nChanged 4
		SP:Iteration 33Q (8646.130000 sec): 3 clusters
  Score: Raw -14571161.009527 + Penalty 5703.599026 = -14565457.410500
  nChanged 5
		SP:Iteration 34Q (8646.390000 sec): 3 clusters
  Score: Raw -14571164.736634 + Penalty 5703.599026 = -14565461.137607
  nChanged 7
		SP:Iteration 35Q (8646.650000 sec): 3 clusters
  Score: Raw -14571168.086575 + Penalty 5703.599026 = -14565464.487549
  nChanged 7
		SP:Iteration 36Q (8646.910000 sec): 3 clusters
  Score: Raw -14571172.766181 + Penalty 5703.599026 = -14565469.167154
  nChanged 5
		SP:Iteration 37Q (8647.180000 sec): 3 clusters
  Score: Raw -14571175.907906 + Penalty 5703.599026 = -14565472.308879
  nChanged 5
		SP:Iteration 38Q (8647.440000 sec): 3 clusters
  Score: Raw -14571178.638211 + Penalty 5703.599026 = -14565475.039185
  nChanged 3
		SP:Iteration 39Q (8647.700000 sec): 3 clusters
  Score: Raw -14571179.975569 + Penalty 5703.599026 = -14565476.376543
  nChanged 3
		SP:Iteration 40F (8648.060000 sec): 3 clusters
  Score: Raw -14571180.760744 + Penalty 5703.599026 = -14565477.161718
  nChanged 1
		SP:Iteration 41Q (8648.320000 sec): 3 clusters
  Score: Raw -14571181.544613 + Penalty 5703.599026 = -14565477.945586
  nChanged 2
		SP:Iteration 42Q (8648.580000 sec): 3 clusters
  Score: Raw -14571182.181317 + Penalty 5703.599026 = -14565478.582290
  nChanged 1
		SP:Iteration 43Q (8648.850000 sec): 3 clusters
  Score: Raw -14571182.696671 + Penalty 5703.599026 = -14565479.097645
  nChanged 2
		SP:Iteration 44Q (8649.110000 sec): 3 clusters
  Score: Raw -14571183.842519 + Penalty 5703.599026 = -14565480.243492
  nChanged 0
		SP:Iteration 45F (8649.460000 sec): 3 clusters
  Score: Raw -14571183.842519 + Penalty 5703.599026 = -14565480.243492
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8649.510000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8649.510000 sec): 3 clusters
  Score: Raw -22168.098003 + Penalty 2547.356025 = -19620.741978
  nChanged 8
		SP:Iteration 1Q (8649.510000 sec): 3 clusters
  Score: Raw -22214.969133 + Penalty 2547.356025 = -19667.613108
  nChanged 4
		SP:Iteration 2Q (8649.510000 sec): 3 clusters
  Score: Raw -22236.807643 + Penalty 2547.356025 = -19689.451618
  nChanged 1
		SP:Iteration 3Q (8649.510000 sec): 3 clusters
  Score: Raw -22244.389392 + Penalty 2547.356025 = -19697.033367
  nChanged 2
		SP:Iteration 4Q (8649.510000 sec): 3 clusters
  Score: Raw -22265.493340 + Penalty 2547.356025 = -19718.137316
  nChanged 3
		SP:Iteration 5Q (8649.510000 sec): 3 clusters
  Score: Raw -22289.297305 + Penalty 2547.356025 = -19741.941281
  nChanged 1
		SP:Iteration 6Q (8649.510000 sec): 3 clusters
  Score: Raw -22298.456302 + Penalty 2547.356025 = -19751.100278
  nChanged 1
		SP:Iteration 7Q (8649.510000 sec): 3 clusters
  Score: Raw -22305.566201 + Penalty 2547.356025 = -19758.210176
  nChanged 0
		SP:Iteration 8F (8649.510000 sec): 3 clusters
  Score: Raw -22305.566201 + Penalty 2547.356025 = -19758.210176
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8649.680000 sec): 2 clusters
  Score: Raw -7501479.168344 + Penalty 2688.609636 = -7498790.558708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8649.870000 sec): 3 clusters
  Score: Raw -7469704.503943 + Penalty 5377.219272 = -7464327.284671
  nChanged 23686
		SP:Iteration 1F (8650.060000 sec): 3 clusters
  Score: Raw -7482916.001551 + Penalty 5377.219272 = -7477538.782279
  nChanged 2040
		SP:Iteration 2Q (8650.250000 sec): 3 clusters
  Score: Raw -7483449.483684 + Penalty 5377.219272 = -7478072.264412
  nChanged 1835
		SP:Iteration 3Q (8650.440000 sec): 3 clusters
  Score: Raw -7483920.677789 + Penalty 5377.219272 = -7478543.458517
  nChanged 1760
		SP:Iteration 4Q (8650.640000 sec): 3 clusters
  Score: Raw -7484383.889441 + Penalty 5377.219272 = -7479006.670169
  nChanged 1687
		SP:Iteration 5Q (8650.830000 sec): 3 clusters
  Score: Raw -7484860.685943 + Penalty 5377.219272 = -7479483.466671
  nChanged 1671
		SP:Iteration 6Q (8651.020000 sec): 3 clusters
  Score: Raw -7485388.994103 + Penalty 5377.219272 = -7480011.774831
  nChanged 1784
		SP:Iteration 7Q (8651.210000 sec): 3 clusters
  Score: Raw -7486069.477179 + Penalty 5377.219272 = -7480692.257907
  nChanged 1958
		SP:Iteration 8Q (8651.400000 sec): 3 clusters
  Score: Raw -7486935.697862 + Penalty 5377.219272 = -7481558.478590
  nChanged 2184
		SP:Iteration 9Q (8651.600000 sec): 3 clusters
  Score: Raw -7488039.390973 + Penalty 5377.219272 = -7482662.171701
  nChanged 2370
		SP:Iteration 10Q (8651.790000 sec): 3 clusters
  Score: Raw -7489371.093301 + Penalty 5377.219272 = -7483993.874029
  nChanged 2510
		SP:Iteration 11Q (8651.980000 sec): 3 clusters
  Score: Raw -7490903.642262 + Penalty 5377.219272 = -7485526.422990
  nChanged 2475
		SP:Iteration 12Q (8652.170000 sec): 3 clusters
  Score: Raw -7492415.246428 + Penalty 5377.219272 = -7487038.027156
  nChanged 2215
		SP:Iteration 13Q (8652.360000 sec): 3 clusters
  Score: Raw -7493524.180831 + Penalty 5377.219272 = -7488146.961559
  nChanged 1681
		SP:Iteration 14Q (8652.540000 sec): 3 clusters
  Score: Raw -7494215.092888 + Penalty 5377.219272 = -7488837.873616
  nChanged 1307
		SP:Iteration 15Q (8652.720000 sec): 3 clusters
  Score: Raw -7494686.537870 + Penalty 5377.219272 = -7489309.318598
  nChanged 1106
		SP:Iteration 16Q (8652.890000 sec): 3 clusters
  Score: Raw -7495077.973389 + Penalty 5377.219272 = -7489700.754117
  nChanged 997
		SP:Iteration 17Q (8653.060000 sec): 3 clusters
  Score: Raw -7495461.868742 + Penalty 5377.219272 = -7490084.649470
  nChanged 1025
		SP:Iteration 18Q (8653.230000 sec): 3 clusters
  Score: Raw -7495855.833530 + Penalty 5377.219272 = -7490478.614258
  nChanged 986
		SP:Iteration 19Q (8653.400000 sec): 3 clusters
  Score: Raw -7496271.336403 + Penalty 5377.219272 = -7490894.117131
  nChanged 986
		SP:Iteration 20F (8653.590000 sec): 3 clusters
  Score: Raw -7496718.124488 + Penalty 5377.219272 = -7491340.905216
  nChanged 985
		SP:Iteration 21Q (8653.750000 sec): 3 clusters
  Score: Raw -7497207.623795 + Penalty 5377.219272 = -7491830.404523
  nChanged 1019
		SP:Iteration 22Q (8653.910000 sec): 3 clusters
  Score: Raw -7497746.080628 + Penalty 5377.219272 = -7492368.861356
  nChanged 999
		SP:Iteration 23Q (8654.070000 sec): 3 clusters
  Score: Raw -7498320.734335 + Penalty 5377.219272 = -7492943.515063
  nChanged 943
		SP:Iteration 24Q (8654.220000 sec): 3 clusters
  Score: Raw -7498889.932936 + Penalty 5377.219272 = -7493512.713664
  nChanged 850
		SP:Iteration 25Q (8654.380000 sec): 3 clusters
  Score: Raw -7499430.034113 + Penalty 5377.219272 = -7494052.814841
  nChanged 770
		SP:Iteration 26Q (8654.520000 sec): 3 clusters
  Score: Raw -7499930.079153 + Penalty 5377.219272 = -7494552.859881
  nChanged 651
		SP:Iteration 27Q (8654.670000 sec): 3 clusters
  Score: Raw -7500353.462462 + Penalty 5377.219272 = -7494976.243190
  nChanged 527
		SP:Iteration 28Q (8654.810000 sec): 3 clusters
  Score: Raw -7500724.173332 + Penalty 5377.219272 = -7495346.954060
  nChanged 382
		SP:Iteration 29Q (8654.950000 sec): 3 clusters
  Score: Raw -7500991.927707 + Penalty 5377.219272 = -7495614.708435
  nChanged 273
		SP:Iteration 30Q (8655.090000 sec): 3 clusters
  Score: Raw -7501181.207575 + Penalty 5377.219272 = -7495803.988303
  nChanged 200
		SP:Iteration 31Q (8655.220000 sec): 3 clusters
  Score: Raw -7501331.544286 + Penalty 5377.219272 = -7495954.325014
  nChanged 174
		SP:Iteration 32Q (8655.360000 sec): 3 clusters
  Score: Raw -7501466.397226 + Penalty 5377.219272 = -7496089.177954
  nChanged 113
		SP:Iteration 33Q (8655.490000 sec): 3 clusters
  Score: Raw -7501552.460752 + Penalty 5377.219272 = -7496175.241480
  nChanged 63
		SP:Iteration 34Q (8655.620000 sec): 3 clusters
  Score: Raw -7501604.272284 + Penalty 5377.219272 = -7496227.053012
  nChanged 51
		SP:Iteration 35Q (8655.760000 sec): 3 clusters
  Score: Raw -7501646.521894 + Penalty 5377.219272 = -7496269.302622
  nChanged 36
		SP:Iteration 36Q (8655.900000 sec): 3 clusters
  Score: Raw -7501675.994176 + Penalty 5377.219272 = -7496298.774904
  nChanged 33
		SP:Iteration 37Q (8656.030000 sec): 3 clusters
  Score: Raw -7501706.369239 + Penalty 5377.219272 = -7496329.149967
  nChanged 26
		SP:Iteration 38Q (8656.160000 sec): 3 clusters
  Score: Raw -7501732.279565 + Penalty 5377.219272 = -7496355.060293
  nChanged 19
		SP:Iteration 39Q (8656.290000 sec): 3 clusters
  Score: Raw -7501747.942328 + Penalty 5377.219272 = -7496370.723056
  nChanged 12
		SP:Iteration 40F (8656.470000 sec): 3 clusters
  Score: Raw -7501758.210813 + Penalty 5377.219272 = -7496380.991541
  nChanged 5
		SP:Iteration 41Q (8656.600000 sec): 3 clusters
  Score: Raw -7501761.303035 + Penalty 5377.219272 = -7496384.083763
  nChanged 2
		SP:Iteration 42Q (8656.730000 sec): 3 clusters
  Score: Raw -7501762.864715 + Penalty 5377.219272 = -7496385.645443
  nChanged 3
		SP:Iteration 43Q (8656.860000 sec): 3 clusters
  Score: Raw -7501765.116705 + Penalty 5377.219272 = -7496387.897433
  nChanged 5
		SP:Iteration 44Q (8656.990000 sec): 3 clusters
  Score: Raw -7501771.769014 + Penalty 5377.219272 = -7496394.549742
  nChanged 6
		SP:Iteration 45Q (8657.120000 sec): 3 clusters
  Score: Raw -7501778.952089 + Penalty 5377.219272 = -7496401.732817
  nChanged 5
		SP:Iteration 46Q (8657.240000 sec): 3 clusters
  Score: Raw -7501783.815686 + Penalty 5377.219272 = -7496406.596414
  nChanged 3
		SP:Iteration 47Q (8657.370000 sec): 3 clusters
  Score: Raw -7501786.412617 + Penalty 5377.219272 = -7496409.193345
  nChanged 4
		SP:Iteration 48Q (8657.500000 sec): 3 clusters
  Score: Raw -7501790.278982 + Penalty 5377.219272 = -7496413.059710
  nChanged 7
		SP:Iteration 49Q (8657.630000 sec): 3 clusters
  Score: Raw -7501796.500405 + Penalty 5377.219272 = -7496419.281133
  nChanged 5
		SP:Iteration 50Q (8657.760000 sec): 3 clusters
  Score: Raw -7501799.792336 + Penalty 5377.219272 = -7496422.573064
  nChanged 1
		SP:Iteration 51Q (8657.890000 sec): 3 clusters
  Score: Raw -7501800.519223 + Penalty 5377.219272 = -7496423.299951
  nChanged 3
		SP:Iteration 52Q (8658.020000 sec): 3 clusters
  Score: Raw -7501802.751342 + Penalty 5377.219272 = -7496425.532070
  nChanged 5
		SP:Iteration 53Q (8658.160000 sec): 3 clusters
  Score: Raw -7501805.887417 + Penalty 5377.219272 = -7496428.668145
  nChanged 3
		SP:Iteration 54Q (8658.300000 sec): 3 clusters
  Score: Raw -7501807.638066 + Penalty 5377.219272 = -7496430.418794
  nChanged 2
		SP:Iteration 55Q (8658.440000 sec): 3 clusters
  Score: Raw -7501810.097307 + Penalty 5377.219272 = -7496432.878035
  nChanged 0
		SP:Iteration 56F (8658.620000 sec): 3 clusters
  Score: Raw -7501810.097307 + Penalty 5377.219272 = -7496432.878035
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8658.650000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8658.650000 sec): 3 clusters
  Score: Raw -76037.979240 + Penalty 3043.240186 = -72994.739054
  nChanged 112
		SP:Iteration 1F (8658.650000 sec): 3 clusters
  Score: Raw -76365.232721 + Penalty 3043.240186 = -73321.992535
  nChanged 47
		SP:Iteration 2F (8658.650000 sec): 3 clusters
  Score: Raw -76519.797325 + Penalty 3043.240186 = -73476.557139
  nChanged 31
		SP:Iteration 3F (8658.660000 sec): 3 clusters
  Score: Raw -76699.297206 + Penalty 3043.240186 = -73656.057020
  nChanged 18
		SP:Iteration 4Q (8658.660000 sec): 3 clusters
  Score: Raw -76848.087164 + Penalty 3043.240186 = -73804.846978
  nChanged 11
		SP:Iteration 5Q (8658.660000 sec): 3 clusters
  Score: Raw -76911.422874 + Penalty 3043.240186 = -73868.182688
  nChanged 2
		SP:Iteration 6Q (8658.660000 sec): 3 clusters
  Score: Raw -76922.325377 + Penalty 3043.240186 = -73879.085191
  nChanged 1
		SP:Iteration 7Q (8658.660000 sec): 3 clusters
  Score: Raw -76923.915824 + Penalty 3043.240186 = -73880.675638
  nChanged 0
		SP:Iteration 8F (8658.660000 sec): 3 clusters
  Score: Raw -76923.915824 + Penalty 3043.240186 = -73880.675638
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8658.660000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8658.660000 sec): 3 clusters
  Score: Raw -68268.770836 + Penalty 3055.958832 = -65212.812004
  nChanged 76
		SP:Iteration 1F (8658.670000 sec): 3 clusters
  Score: Raw -68417.859697 + Penalty 3055.958832 = -65361.900865
  nChanged 17
		SP:Iteration 2Q (8658.670000 sec): 3 clusters
  Score: Raw -68459.917727 + Penalty 3055.958832 = -65403.958896
  nChanged 10
		SP:Iteration 3Q (8658.670000 sec): 3 clusters
  Score: Raw -68486.708473 + Penalty 3055.958832 = -65430.749641
  nChanged 9
		SP:Iteration 4Q (8658.670000 sec): 3 clusters
  Score: Raw -68511.252259 + Penalty 3055.958832 = -65455.293427
  nChanged 7
		SP:Iteration 5Q (8658.670000 sec): 3 clusters
  Score: Raw -68529.152656 + Penalty 3055.958832 = -65473.193825
  nChanged 5
		SP:Iteration 6Q (8658.680000 sec): 3 clusters
  Score: Raw -68546.891647 + Penalty 3055.958832 = -65490.932815
  nChanged 3
		SP:Iteration 7Q (8658.680000 sec): 3 clusters
  Score: Raw -68555.697852 + Penalty 3055.958832 = -65499.739021
  nChanged 4
		SP:Iteration 8Q (8658.680000 sec): 3 clusters
  Score: Raw -68568.920654 + Penalty 3055.958832 = -65512.961822
  nChanged 3
		SP:Iteration 9Q (8658.680000 sec): 3 clusters
  Score: Raw -68576.855528 + Penalty 3055.958832 = -65520.896697
  nChanged 1
		SP:Iteration 10Q (8658.680000 sec): 3 clusters
  Score: Raw -68583.446782 + Penalty 3055.958832 = -65527.487950
  nChanged 1
		SP:Iteration 11Q (8658.680000 sec): 3 clusters
  Score: Raw -68586.523069 + Penalty 3055.958832 = -65530.564238
  nChanged 1
		SP:Iteration 12Q (8658.680000 sec): 3 clusters
  Score: Raw -68587.615747 + Penalty 3055.958832 = -65531.656916
  nChanged 0
		SP:Iteration 13F (8658.690000 sec): 3 clusters
  Score: Raw -68587.615747 + Penalty 3055.958832 = -65531.656916
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (267931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8659.600000 sec): 2 clusters
  Score: Raw -39649162.005962 + Penalty 3099.624221 = -39646062.381741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8660.590000 sec): 3 clusters
  Score: Raw -39472283.643619 + Penalty 6199.248443 = -39466084.395176
  nChanged 129427
		SP:Iteration 1F (8661.580000 sec): 3 clusters
  Score: Raw -39548282.221587 + Penalty 6199.248443 = -39542082.973144
  nChanged 6240
		SP:Iteration 2Q (8662.600000 sec): 3 clusters
  Score: Raw -39549439.930498 + Penalty 6199.248443 = -39543240.682055
  nChanged 7106
		SP:Iteration 3Q (8663.620000 sec): 3 clusters
  Score: Raw -39551142.800925 + Penalty 6199.248443 = -39544943.552482
  nChanged 9040
		SP:Iteration 4Q (8664.630000 sec): 3 clusters
  Score: Raw -39554141.937787 + Penalty 6199.248443 = -39547942.689344
  nChanged 12757
		SP:Iteration 5Q (8665.650000 sec): 3 clusters
  Score: Raw -39560126.937984 + Penalty 6199.248443 = -39553927.689541
  nChanged 18144
		SP:Iteration 6F (8666.640000 sec): 3 clusters
  Score: Raw -39571809.365422 + Penalty 6199.248443 = -39565610.116979
  nChanged 23894
		SP:Iteration 7F (8667.630000 sec): 3 clusters
  Score: Raw -39592056.355370 + Penalty 6199.248443 = -39585857.106928
  nChanged 25532
		SP:Iteration 8F (8668.600000 sec): 3 clusters
  Score: Raw -39617231.414290 + Penalty 6199.248443 = -39611032.165848
  nChanged 18974
		SP:Iteration 9F (8669.580000 sec): 3 clusters
  Score: Raw -39636590.468836 + Penalty 6199.248443 = -39630391.220394
  nChanged 9174
		SP:Iteration 10Q (8670.470000 sec): 3 clusters
  Score: Raw -39645490.946810 + Penalty 6199.248443 = -39639291.698367
  nChanged 3067
		SP:Iteration 11Q (8671.270000 sec): 3 clusters
  Score: Raw -39648302.519193 + Penalty 6199.248443 = -39642103.270750
  nChanged 815
		SP:Iteration 12Q (8672.000000 sec): 3 clusters
  Score: Raw -39649088.101316 + Penalty 6199.248443 = -39642888.852873
  nChanged 194
		SP:Iteration 13Q (8672.700000 sec): 3 clusters
  Score: Raw -39649310.117117 + Penalty 6199.248443 = -39643110.868675
  nChanged 66
		SP:Iteration 14Q (8673.390000 sec): 3 clusters
  Score: Raw -39649393.673988 + Penalty 6199.248443 = -39643194.425545
  nChanged 36
		SP:Iteration 15Q (8674.080000 sec): 3 clusters
  Score: Raw -39649441.189286 + Penalty 6199.248443 = -39643241.940843
  nChanged 12
		SP:Iteration 16Q (8674.770000 sec): 3 clusters
  Score: Raw -39649456.706100 + Penalty 6199.248443 = -39643257.457657
  nChanged 6
		SP:Iteration 17Q (8675.460000 sec): 3 clusters
  Score: Raw -39649463.921557 + Penalty 6199.248443 = -39643264.673114
  nChanged 7
		SP:Iteration 18Q (8676.150000 sec): 3 clusters
  Score: Raw -39649472.962795 + Penalty 6199.248443 = -39643273.714352
  nChanged 6
		SP:Iteration 19Q (8676.840000 sec): 3 clusters
  Score: Raw -39649482.289142 + Penalty 6199.248443 = -39643283.040699
  nChanged 11
		SP:Iteration 20F (8677.800000 sec): 3 clusters
  Score: Raw -39649498.298197 + Penalty 6199.248443 = -39643299.049754
  nChanged 5
		SP:Iteration 21Q (8678.490000 sec): 3 clusters
  Score: Raw -39649504.322648 + Penalty 6199.248443 = -39643305.074206
  nChanged 5
		SP:Iteration 22Q (8679.180000 sec): 3 clusters
  Score: Raw -39649510.487779 + Penalty 6199.248443 = -39643311.239336
  nChanged 7
		SP:Iteration 23Q (8679.870000 sec): 3 clusters
  Score: Raw -39649523.204848 + Penalty 6199.248443 = -39643323.956406
  nChanged 6
		SP:Iteration 24Q (8680.560000 sec): 3 clusters
  Score: Raw -39649534.967002 + Penalty 6199.248443 = -39643335.718559
  nChanged 1
		SP:Iteration 25Q (8681.250000 sec): 3 clusters
  Score: Raw -39649536.490181 + Penalty 6199.248443 = -39643337.241739
  nChanged 0
		SP:Iteration 26F (8682.210000 sec): 3 clusters
  Score: Raw -39649536.490181 + Penalty 6199.248443 = -39643337.241739
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8682.410000 sec): 2 clusters
  Score: Raw -5141379.529753 + Penalty 2585.006092 = -5138794.523661
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8682.540000 sec): 3 clusters
  Score: Raw -5121036.260916 + Penalty 5170.012183 = -5115866.248733
  nChanged 15210
		SP:Iteration 1F (8682.660000 sec): 3 clusters
  Score: Raw -5129242.392378 + Penalty 5170.012183 = -5124072.380195
  nChanged 1544
		SP:Iteration 2Q (8682.790000 sec): 3 clusters
  Score: Raw -5129738.609999 + Penalty 5170.012183 = -5124568.597816
  nChanged 1529
		SP:Iteration 3Q (8682.910000 sec): 3 clusters
  Score: Raw -5130312.807126 + Penalty 5170.012183 = -5125142.794943
  nChanged 1649
		SP:Iteration 4Q (8683.040000 sec): 3 clusters
  Score: Raw -5131069.479767 + Penalty 5170.012183 = -5125899.467584
  nChanged 1943
		SP:Iteration 5F (8683.160000 sec): 3 clusters
  Score: Raw -5132185.663611 + Penalty 5170.012183 = -5127015.651428
  nChanged 2308
		SP:Iteration 6F (8683.290000 sec): 3 clusters
  Score: Raw -5133836.076200 + Penalty 5170.012183 = -5128666.064017
  nChanged 2412
		SP:Iteration 7F (8683.410000 sec): 3 clusters
  Score: Raw -5135843.158846 + Penalty 5170.012183 = -5130673.146663
  nChanged 2209
		SP:Iteration 8F (8683.530000 sec): 3 clusters
  Score: Raw -5137822.805920 + Penalty 5170.012183 = -5132652.793737
  nChanged 1617
		SP:Iteration 9Q (8683.650000 sec): 3 clusters
  Score: Raw -5139279.542612 + Penalty 5170.012183 = -5134109.530429
  nChanged 1072
		SP:Iteration 10Q (8683.770000 sec): 3 clusters
  Score: Raw -5140210.806974 + Penalty 5170.012183 = -5135040.794791
  nChanged 688
		SP:Iteration 11Q (8683.880000 sec): 3 clusters
  Score: Raw -5140694.353092 + Penalty 5170.012183 = -5135524.340909
  nChanged 448
		SP:Iteration 12Q (8683.990000 sec): 3 clusters
  Score: Raw -5140949.681503 + Penalty 5170.012183 = -5135779.669320
  nChanged 312
		SP:Iteration 13Q (8684.080000 sec): 3 clusters
  Score: Raw -5141111.570273 + Penalty 5170.012183 = -5135941.558090
  nChanged 205
		SP:Iteration 14Q (8684.180000 sec): 3 clusters
  Score: Raw -5141215.112527 + Penalty 5170.012183 = -5136045.100344
  nChanged 155
		SP:Iteration 15Q (8684.270000 sec): 3 clusters
  Score: Raw -5141276.324000 + Penalty 5170.012183 = -5136106.311817
  nChanged 111
		SP:Iteration 16Q (8684.370000 sec): 3 clusters
  Score: Raw -5141314.318531 + Penalty 5170.012183 = -5136144.306348
  nChanged 84
		SP:Iteration 17Q (8684.460000 sec): 3 clusters
  Score: Raw -5141340.881698 + Penalty 5170.012183 = -5136170.869515
  nChanged 87
		SP:Iteration 18Q (8684.550000 sec): 3 clusters
  Score: Raw -5141369.674788 + Penalty 5170.012183 = -5136199.662605
  nChanged 71
		SP:Iteration 19Q (8684.640000 sec): 3 clusters
  Score: Raw -5141394.239735 + Penalty 5170.012183 = -5136224.227552
  nChanged 66
		SP:Iteration 20F (8684.760000 sec): 3 clusters
  Score: Raw -5141411.868882 + Penalty 5170.012183 = -5136241.856699
  nChanged 43
		SP:Iteration 21Q (8684.850000 sec): 3 clusters
  Score: Raw -5141424.052706 + Penalty 5170.012183 = -5136254.040523
  nChanged 41
		SP:Iteration 22Q (8684.940000 sec): 3 clusters
  Score: Raw -5141435.484744 + Penalty 5170.012183 = -5136265.472561
  nChanged 45
		SP:Iteration 23Q (8685.030000 sec): 3 clusters
  Score: Raw -5141449.924302 + Penalty 5170.012183 = -5136279.912119
  nChanged 39
		SP:Iteration 24Q (8685.120000 sec): 3 clusters
  Score: Raw -5141459.807337 + Penalty 5170.012183 = -5136289.795154
  nChanged 29
		SP:Iteration 25Q (8685.210000 sec): 3 clusters
  Score: Raw -5141466.209484 + Penalty 5170.012183 = -5136296.197301
  nChanged 22
		SP:Iteration 26Q (8685.310000 sec): 3 clusters
  Score: Raw -5141471.705096 + Penalty 5170.012183 = -5136301.692913
  nChanged 24
		SP:Iteration 27Q (8685.400000 sec): 3 clusters
  Score: Raw -5141478.072028 + Penalty 5170.012183 = -5136308.059845
  nChanged 39
		SP:Iteration 28Q (8685.490000 sec): 3 clusters
  Score: Raw -5141489.684526 + Penalty 5170.012183 = -5136319.672343
  nChanged 38
		SP:Iteration 29Q (8685.580000 sec): 3 clusters
  Score: Raw -5141501.205507 + Penalty 5170.012183 = -5136331.193324
  nChanged 36
		SP:Iteration 30Q (8685.670000 sec): 3 clusters
  Score: Raw -5141512.261174 + Penalty 5170.012183 = -5136342.248991
  nChanged 33
		SP:Iteration 31Q (8685.760000 sec): 3 clusters
  Score: Raw -5141521.729062 + Penalty 5170.012183 = -5136351.716879
  nChanged 35
		SP:Iteration 32Q (8685.850000 sec): 3 clusters
  Score: Raw -5141532.579040 + Penalty 5170.012183 = -5136362.566857
  nChanged 33
		SP:Iteration 33Q (8685.950000 sec): 3 clusters
  Score: Raw -5141541.883257 + Penalty 5170.012183 = -5136371.871074
  nChanged 34
		SP:Iteration 34Q (8686.030000 sec): 3 clusters
  Score: Raw -5141552.485160 + Penalty 5170.012183 = -5136382.472977
  nChanged 33
		SP:Iteration 35Q (8686.130000 sec): 3 clusters
  Score: Raw -5141563.341477 + Penalty 5170.012183 = -5136393.329294
  nChanged 33
		SP:Iteration 36Q (8686.220000 sec): 3 clusters
  Score: Raw -5141572.485714 + Penalty 5170.012183 = -5136402.473531
  nChanged 18
		SP:Iteration 37Q (8686.310000 sec): 3 clusters
  Score: Raw -5141578.316843 + Penalty 5170.012183 = -5136408.304660
  nChanged 22
		SP:Iteration 38Q (8686.400000 sec): 3 clusters
  Score: Raw -5141586.520740 + Penalty 5170.012183 = -5136416.508557
  nChanged 16
		SP:Iteration 39Q (8686.490000 sec): 3 clusters
  Score: Raw -5141591.780934 + Penalty 5170.012183 = -5136421.768751
  nChanged 14
		SP:Iteration 40F (8686.610000 sec): 3 clusters
  Score: Raw -5141595.208614 + Penalty 5170.012183 = -5136425.196431
  nChanged 12
		SP:Iteration 41Q (8686.700000 sec): 3 clusters
  Score: Raw -5141597.720155 + Penalty 5170.012183 = -5136427.707972
  nChanged 8
		SP:Iteration 42Q (8686.790000 sec): 3 clusters
  Score: Raw -5141599.630526 + Penalty 5170.012183 = -5136429.618343
  nChanged 10
		SP:Iteration 43Q (8686.870000 sec): 3 clusters
  Score: Raw -5141601.448971 + Penalty 5170.012183 = -5136431.436788
  nChanged 2
		SP:Iteration 44Q (8686.960000 sec): 3 clusters
  Score: Raw -5141602.043237 + Penalty 5170.012183 = -5136432.031054
  nChanged 5
		SP:Iteration 45Q (8687.050000 sec): 3 clusters
  Score: Raw -5141603.333569 + Penalty 5170.012183 = -5136433.321386
  nChanged 4
		SP:Iteration 46Q (8687.140000 sec): 3 clusters
  Score: Raw -5141604.886500 + Penalty 5170.012183 = -5136434.874317
  nChanged 6
		SP:Iteration 47Q (8687.230000 sec): 3 clusters
  Score: Raw -5141606.380369 + Penalty 5170.012183 = -5136436.368186
  nChanged 1
		SP:Iteration 48Q (8687.320000 sec): 3 clusters
  Score: Raw -5141606.675605 + Penalty 5170.012183 = -5136436.663422
  nChanged 2
		SP:Iteration 49Q (8687.410000 sec): 3 clusters
  Score: Raw -5141607.235511 + Penalty 5170.012183 = -5136437.223328
  nChanged 5
		SP:Iteration 50Q (8687.490000 sec): 3 clusters
  Score: Raw -5141608.990419 + Penalty 5170.012183 = -5136438.978236
  nChanged 4
		SP:Iteration 51Q (8687.590000 sec): 3 clusters
  Score: Raw -5141609.806251 + Penalty 5170.012183 = -5136439.794068
  nChanged 3
		SP:Iteration 52Q (8687.680000 sec): 3 clusters
  Score: Raw -5141610.305652 + Penalty 5170.012183 = -5136440.293469
  nChanged 2
		SP:Iteration 53Q (8687.770000 sec): 3 clusters
  Score: Raw -5141611.654737 + Penalty 5170.012183 = -5136441.642554
  nChanged 3
		SP:Iteration 54Q (8687.860000 sec): 3 clusters
  Score: Raw -5141612.334964 + Penalty 5170.012183 = -5136442.322781
  nChanged 4
		SP:Iteration 55Q (8687.950000 sec): 3 clusters
  Score: Raw -5141613.005098 + Penalty 5170.012183 = -5136442.992914
  nChanged 3
		SP:Iteration 56Q (8688.040000 sec): 3 clusters
  Score: Raw -5141613.443758 + Penalty 5170.012183 = -5136443.431575
  nChanged 2
		SP:Iteration 57Q (8688.130000 sec): 3 clusters
  Score: Raw -5141613.894278 + Penalty 5170.012183 = -5136443.882095
  nChanged 4
		SP:Iteration 58Q (8688.220000 sec): 3 clusters
  Score: Raw -5141614.542116 + Penalty 5170.012183 = -5136444.529933
  nChanged 1
		SP:Iteration 59Q (8688.310000 sec): 3 clusters
  Score: Raw -5141614.680734 + Penalty 5170.012183 = -5136444.668551
  nChanged 0
		SP:Iteration 60F (8688.430000 sec): 3 clusters
  Score: Raw -5141614.680734 + Penalty 5170.012183 = -5136444.668551
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.450000 sec): 2 clusters
  Score: Raw -141751.663836 + Penalty 1732.668482 = -140018.995354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.460000 sec): 3 clusters
  Score: Raw -141509.898211 + Penalty 3465.336964 = -138044.561247
  nChanged 278
		SP:Iteration 1F (8688.460000 sec): 3 clusters
  Score: Raw -141857.898718 + Penalty 3465.336964 = -138392.561754
  nChanged 75
		SP:Iteration 2F (8688.470000 sec): 3 clusters
  Score: Raw -141954.145804 + Penalty 3465.336964 = -138488.808840
  nChanged 40
		SP:Iteration 3Q (8688.470000 sec): 3 clusters
  Score: Raw -142003.226436 + Penalty 3465.336964 = -138537.889472
  nChanged 25
		SP:Iteration 4Q (8688.470000 sec): 3 clusters
  Score: Raw -142036.262862 + Penalty 3465.336964 = -138570.925898
  nChanged 17
		SP:Iteration 5Q (8688.480000 sec): 3 clusters
  Score: Raw -142062.788018 + Penalty 3465.336964 = -138597.451054
  nChanged 18
		SP:Iteration 6Q (8688.480000 sec): 3 clusters
  Score: Raw -142096.004325 + Penalty 3465.336964 = -138630.667361
  nChanged 12
		SP:Iteration 7Q (8688.490000 sec): 3 clusters
  Score: Raw -142115.546916 + Penalty 3465.336964 = -138650.209952
  nChanged 10
		SP:Iteration 8Q (8688.490000 sec): 3 clusters
  Score: Raw -142127.816737 + Penalty 3465.336964 = -138662.479773
  nChanged 8
		SP:Iteration 9Q (8688.490000 sec): 3 clusters
  Score: Raw -142136.965374 + Penalty 3465.336964 = -138671.628410
  nChanged 3
		SP:Iteration 10Q (8688.500000 sec): 3 clusters
  Score: Raw -142141.444131 + Penalty 3465.336964 = -138676.107167
  nChanged 4
		SP:Iteration 11Q (8688.500000 sec): 3 clusters
  Score: Raw -142148.741255 + Penalty 3465.336964 = -138683.404291
  nChanged 4
		SP:Iteration 12Q (8688.500000 sec): 3 clusters
  Score: Raw -142155.241639 + Penalty 3465.336964 = -138689.904676
  nChanged 5
		SP:Iteration 13Q (8688.510000 sec): 3 clusters
  Score: Raw -142160.927360 + Penalty 3465.336964 = -138695.590396
  nChanged 1
		SP:Iteration 14Q (8688.510000 sec): 3 clusters
  Score: Raw -142162.655648 + Penalty 3465.336964 = -138697.318684
  nChanged 1
		SP:Iteration 15Q (8688.510000 sec): 3 clusters
  Score: Raw -142163.585459 + Penalty 3465.336964 = -138698.248495
  nChanged 0
		SP:Iteration 16F (8688.520000 sec): 3 clusters
  Score: Raw -142163.585459 + Penalty 3465.336964 = -138698.248495
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.520000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.520000 sec): 3 clusters
  Score: Raw -31496.399068 + Penalty 2705.839273 = -28790.559795
  nChanged 11
		SP:Iteration 1Q (8688.520000 sec): 3 clusters
  Score: Raw -31541.004249 + Penalty 2705.839273 = -28835.164976
  nChanged 2
		SP:Iteration 2Q (8688.520000 sec): 3 clusters
  Score: Raw -31553.164974 + Penalty 2705.839273 = -28847.325701
  nChanged 3
		SP:Iteration 3Q (8688.530000 sec): 3 clusters
  Score: Raw -31574.534602 + Penalty 2705.839273 = -28868.695329
  nChanged 1
		SP:Iteration 4Q (8688.530000 sec): 3 clusters
  Score: Raw -31576.621387 + Penalty 2705.839273 = -28870.782113
  nChanged 3
		SP:Iteration 5Q (8688.530000 sec): 3 clusters
  Score: Raw -31590.926217 + Penalty 2705.839273 = -28885.086944
  nChanged 1
		SP:Iteration 6Q (8688.530000 sec): 3 clusters
  Score: Raw -31596.035173 + Penalty 2705.839273 = -28890.195900
  nChanged 0
		SP:Iteration 7F (8688.530000 sec): 3 clusters
  Score: Raw -31596.035173 + Penalty 2705.839273 = -28890.195900
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.530000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.530000 sec): 3 clusters
  Score: Raw -77792.552549 + Penalty 3172.049753 = -74620.502796
  nChanged 136
		SP:Iteration 1F (8688.530000 sec): 3 clusters
  Score: Raw -78092.814941 + Penalty 3172.049753 = -74920.765189
  nChanged 39
		SP:Iteration 2F (8688.540000 sec): 3 clusters
  Score: Raw -78288.207756 + Penalty 3172.049753 = -75116.158003
  nChanged 49
		SP:Iteration 3F (8688.540000 sec): 3 clusters
  Score: Raw -78521.380978 + Penalty 3172.049753 = -75349.331226
  nChanged 40
		SP:Iteration 4F (8688.540000 sec): 3 clusters
  Score: Raw -78674.075221 + Penalty 3172.049753 = -75502.025468
  nChanged 30
		SP:Iteration 5F (8688.540000 sec): 3 clusters
  Score: Raw -78763.423867 + Penalty 3172.049753 = -75591.374114
  nChanged 12
		SP:Iteration 6Q (8688.550000 sec): 3 clusters
  Score: Raw -78817.893088 + Penalty 3172.049753 = -75645.843336
  nChanged 15
		SP:Iteration 7Q (8688.550000 sec): 3 clusters
  Score: Raw -78854.154970 + Penalty 3172.049753 = -75682.105217
  nChanged 8
		SP:Iteration 8Q (8688.550000 sec): 3 clusters
  Score: Raw -78883.235889 + Penalty 3172.049753 = -75711.186136
  nChanged 2
		SP:Iteration 9Q (8688.550000 sec): 3 clusters
  Score: Raw -78887.302971 + Penalty 3172.049753 = -75715.253218
  nChanged 1
		SP:Iteration 10Q (8688.550000 sec): 3 clusters
  Score: Raw -78888.695439 + Penalty 3172.049753 = -75716.645686
  nChanged 1
		SP:Iteration 11Q (8688.550000 sec): 3 clusters
  Score: Raw -78890.231293 + Penalty 3172.049753 = -75718.181541
  nChanged 0
		SP:Iteration 12F (8688.560000 sec): 3 clusters
  Score: Raw -78890.231293 + Penalty 3172.049753 = -75718.181541
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.560000 sec): 2 clusters
  Score: Raw -24575.550785 + Penalty 1363.297720 = -23212.253065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.560000 sec): 3 clusters
  Score: Raw -24893.867128 + Penalty 2726.595440 = -22167.271688
  nChanged 49
		SP:Iteration 1F (8688.560000 sec): 3 clusters
  Score: Raw -25230.513301 + Penalty 2726.595440 = -22503.917861
  nChanged 17
		SP:Iteration 2F (8688.560000 sec): 3 clusters
  Score: Raw -25405.014333 + Penalty 2726.595440 = -22678.418893
  nChanged 7
		SP:Iteration 3Q (8688.560000 sec): 3 clusters
  Score: Raw -25430.894765 + Penalty 2726.595440 = -22704.299325
  nChanged 2
		SP:Iteration 4Q (8688.560000 sec): 3 clusters
  Score: Raw -25442.408073 + Penalty 2726.595440 = -22715.812633
  nChanged 4
		SP:Iteration 5Q (8688.570000 sec): 3 clusters
  Score: Raw -25477.403929 + Penalty 2726.595440 = -22750.808490
  nChanged 3
		SP:Iteration 6Q (8688.570000 sec): 3 clusters
  Score: Raw -25533.499647 + Penalty 2726.595440 = -22806.904208
  nChanged 3
		SP:Iteration 7Q (8688.570000 sec): 3 clusters
  Score: Raw -25578.362148 + Penalty 2726.595440 = -22851.766708
  nChanged 3
		SP:Iteration 8Q (8688.570000 sec): 3 clusters
  Score: Raw -25638.705467 + Penalty 2726.595440 = -22912.110027
  nChanged 1
		SP:Iteration 9Q (8688.570000 sec): 3 clusters
  Score: Raw -25663.041401 + Penalty 2726.595440 = -22936.445962
  nChanged 0
		SP:Iteration 10F (8688.570000 sec): 3 clusters
  Score: Raw -25663.041401 + Penalty 2726.595440 = -22936.445962
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.570000 sec): 2 clusters
  Score: Raw -33339.247056 + Penalty 1391.149005 = -31948.098051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.570000 sec): 3 clusters
  Score: Raw -33535.390973 + Penalty 2782.298010 = -30753.092963
  nChanged 37
		SP:Iteration 1F (8688.570000 sec): 3 clusters
  Score: Raw -33691.506394 + Penalty 2782.298010 = -30909.208384
  nChanged 9
		SP:Iteration 2Q (8688.570000 sec): 3 clusters
  Score: Raw -33736.279139 + Penalty 2782.298010 = -30953.981129
  nChanged 7
		SP:Iteration 3Q (8688.570000 sec): 3 clusters
  Score: Raw -33759.061784 + Penalty 2782.298010 = -30976.763773
  nChanged 6
		SP:Iteration 4Q (8688.570000 sec): 3 clusters
  Score: Raw -33791.298611 + Penalty 2782.298010 = -31009.000601
  nChanged 3
		SP:Iteration 5Q (8688.580000 sec): 3 clusters
  Score: Raw -33804.857814 + Penalty 2782.298010 = -31022.559803
  nChanged 3
		SP:Iteration 6Q (8688.580000 sec): 3 clusters
  Score: Raw -33829.099616 + Penalty 2782.298010 = -31046.801606
  nChanged 2
		SP:Iteration 7Q (8688.580000 sec): 3 clusters
  Score: Raw -33836.512054 + Penalty 2782.298010 = -31054.214043
  nChanged 2
		SP:Iteration 8Q (8688.580000 sec): 3 clusters
  Score: Raw -33873.229731 + Penalty 2782.298010 = -31090.931721
  nChanged 4
		SP:Iteration 9Q (8688.580000 sec): 3 clusters
  Score: Raw -33969.285015 + Penalty 2782.298010 = -31186.987004
  nChanged 5
		SP:Iteration 10Q (8688.580000 sec): 3 clusters
  Score: Raw -34032.557931 + Penalty 2782.298010 = -31250.259921
  nChanged 3
		SP:Iteration 11Q (8688.580000 sec): 3 clusters
  Score: Raw -34066.830968 + Penalty 2782.298010 = -31284.532958
  nChanged 5
		SP:Iteration 12Q (8688.580000 sec): 3 clusters
  Score: Raw -34139.889289 + Penalty 2782.298010 = -31357.591278
  nChanged 3
		SP:Iteration 13Q (8688.580000 sec): 3 clusters
  Score: Raw -34167.438407 + Penalty 2782.298010 = -31385.140397
  nChanged 2
		SP:Iteration 14Q (8688.580000 sec): 3 clusters
  Score: Raw -34173.743705 + Penalty 2782.298010 = -31391.445695
  nChanged 1
		SP:Iteration 15Q (8688.590000 sec): 3 clusters
  Score: Raw -34177.682973 + Penalty 2782.298010 = -31395.384962
  nChanged 1
		SP:Iteration 16Q (8688.590000 sec): 3 clusters
  Score: Raw -34184.311353 + Penalty 2782.298010 = -31402.013343
  nChanged 1
		SP:Iteration 17Q (8688.590000 sec): 3 clusters
  Score: Raw -34185.866831 + Penalty 2782.298010 = -31403.568821
  nChanged 0
		SP:Iteration 18F (8688.590000 sec): 3 clusters
  Score: Raw -34185.866831 + Penalty 2782.298010 = -31403.568821
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (220 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.590000 sec): 2 clusters
  Score: Raw -29705.057368 + Penalty 1337.619631 = -28367.437737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.590000 sec): 3 clusters
  Score: Raw -29932.368004 + Penalty 2675.239263 = -27257.128741
  nChanged 17
		SP:Iteration 1F (8688.590000 sec): 3 clusters
  Score: Raw -30026.377147 + Penalty 2675.239263 = -27351.137884
  nChanged 4
		SP:Iteration 2Q (8688.590000 sec): 3 clusters
  Score: Raw -30053.559226 + Penalty 2675.239263 = -27378.319963
  nChanged 1
		SP:Iteration 3Q (8688.590000 sec): 3 clusters
  Score: Raw -30063.364910 + Penalty 2675.239263 = -27388.125647
  nChanged 2
		SP:Iteration 4Q (8688.590000 sec): 3 clusters
  Score: Raw -30073.409625 + Penalty 2675.239263 = -27398.170362
  nChanged 0
		SP:Iteration 5F (8688.590000 sec): 3 clusters
  Score: Raw -30073.409625 + Penalty 2675.239263 = -27398.170362
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.600000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.600000 sec): 3 clusters
  Score: Raw -55040.679547 + Penalty 2975.472535 = -52065.207012
  nChanged 61
		SP:Iteration 1F (8688.600000 sec): 3 clusters
  Score: Raw -55161.695681 + Penalty 2975.472535 = -52186.223146
  nChanged 15
		SP:Iteration 2Q (8688.600000 sec): 3 clusters
  Score: Raw -55198.318179 + Penalty 2975.472535 = -52222.845644
  nChanged 7
		SP:Iteration 3Q (8688.600000 sec): 3 clusters
  Score: Raw -55223.021844 + Penalty 2975.472535 = -52247.549310
  nChanged 7
		SP:Iteration 4Q (8688.610000 sec): 3 clusters
  Score: Raw -55248.385260 + Penalty 2975.472535 = -52272.912726
  nChanged 6
		SP:Iteration 5Q (8688.610000 sec): 3 clusters
  Score: Raw -55261.618471 + Penalty 2975.472535 = -52286.145936
  nChanged 3
		SP:Iteration 6Q (8688.610000 sec): 3 clusters
  Score: Raw -55266.838398 + Penalty 2975.472535 = -52291.365863
  nChanged 3
		SP:Iteration 7Q (8688.610000 sec): 3 clusters
  Score: Raw -55274.956583 + Penalty 2975.472535 = -52299.484048
  nChanged 1
		SP:Iteration 8Q (8688.610000 sec): 3 clusters
  Score: Raw -55278.881949 + Penalty 2975.472535 = -52303.409414
  nChanged 2
		SP:Iteration 9Q (8688.610000 sec): 3 clusters
  Score: Raw -55281.860580 + Penalty 2975.472535 = -52306.388045
  nChanged 0
		SP:Iteration 10F (8688.610000 sec): 3 clusters
  Score: Raw -55281.860580 + Penalty 2975.472535 = -52306.388045
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.610000 sec): 2 clusters
  Score: Raw -17577.559976 + Penalty 1308.972435 = -16268.587541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.620000 sec): 3 clusters
  Score: Raw -18065.067645 + Penalty 2617.944871 = -15447.122774
  nChanged 33
		SP:Iteration 1F (8688.620000 sec): 3 clusters
  Score: Raw -18251.966830 + Penalty 2617.944871 = -15634.021959
  nChanged 14
		SP:Iteration 2F (8688.620000 sec): 3 clusters
  Score: Raw -18330.947827 + Penalty 2617.944871 = -15713.002956
  nChanged 8
		SP:Iteration 3Q (8688.620000 sec): 3 clusters
  Score: Raw -18386.120671 + Penalty 2617.944871 = -15768.175800
  nChanged 8
		SP:Iteration 4Q (8688.620000 sec): 3 clusters
  Score: Raw -18469.409973 + Penalty 2617.944871 = -15851.465102
  nChanged 6
		SP:Iteration 5Q (8688.620000 sec): 3 clusters
  Score: Raw -18509.832764 + Penalty 2617.944871 = -15891.887893
  nChanged 0
		SP:Iteration 6F (8688.620000 sec): 3 clusters
  Score: Raw -18509.832764 + Penalty 2617.944871 = -15891.887893
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.620000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.620000 sec): 3 clusters
  Score: Raw -29565.730316 + Penalty 2686.385799 = -26879.344517
  nChanged 23
		SP:Iteration 1F (8688.630000 sec): 3 clusters
  Score: Raw -29672.656433 + Penalty 2686.385799 = -26986.270633
  nChanged 4
		SP:Iteration 2Q (8688.630000 sec): 3 clusters
  Score: Raw -29699.067070 + Penalty 2686.385799 = -27012.681271
  nChanged 1
		SP:Iteration 3Q (8688.630000 sec): 3 clusters
  Score: Raw -29701.277765 + Penalty 2686.385799 = -27014.891965
  nChanged 0
		SP:Iteration 4F (8688.630000 sec): 3 clusters
  Score: Raw -29701.277765 + Penalty 2686.385799 = -27014.891965
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.630000 sec): 2 clusters
  Score: Raw -46074.767155 + Penalty 1447.033063 = -44627.734092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.630000 sec): 3 clusters
  Score: Raw -46262.080040 + Penalty 2894.066126 = -43368.013915
  nChanged 56
		SP:Iteration 1F (8688.630000 sec): 3 clusters
  Score: Raw -46422.216169 + Penalty 2894.066126 = -43528.150043
  nChanged 21
		SP:Iteration 2F (8688.630000 sec): 3 clusters
  Score: Raw -46486.389777 + Penalty 2894.066126 = -43592.323651
  nChanged 9
		SP:Iteration 3Q (8688.630000 sec): 3 clusters
  Score: Raw -46515.635809 + Penalty 2894.066126 = -43621.569683
  nChanged 4
		SP:Iteration 4Q (8688.640000 sec): 3 clusters
  Score: Raw -46529.994153 + Penalty 2894.066126 = -43635.928027
  nChanged 3
		SP:Iteration 5Q (8688.640000 sec): 3 clusters
  Score: Raw -46541.725407 + Penalty 2894.066126 = -43647.659281
  nChanged 1
		SP:Iteration 6Q (8688.640000 sec): 3 clusters
  Score: Raw -46546.037854 + Penalty 2894.066126 = -43651.971728
  nChanged 1
		SP:Iteration 7Q (8688.640000 sec): 3 clusters
  Score: Raw -46548.213632 + Penalty 2894.066126 = -43654.147506
  nChanged 2
		SP:Iteration 8Q (8688.640000 sec): 3 clusters
  Score: Raw -46558.522561 + Penalty 2894.066126 = -43664.456435
  nChanged 2
		SP:Iteration 9Q (8688.640000 sec): 3 clusters
  Score: Raw -46565.486589 + Penalty 2894.066126 = -43671.420464
  nChanged 0
		SP:Iteration 10F (8688.640000 sec): 3 clusters
  Score: Raw -46565.486589 + Penalty 2894.066126 = -43671.420464
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.650000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.650000 sec): 3 clusters
  Score: Raw -55263.820755 + Penalty 3005.325105 = -52258.495650
  nChanged 74
		SP:Iteration 1F (8688.650000 sec): 3 clusters
  Score: Raw -55476.583553 + Penalty 3005.325105 = -52471.258448
  nChanged 27
		SP:Iteration 2F (8688.650000 sec): 3 clusters
  Score: Raw -55593.604602 + Penalty 3005.325105 = -52588.279497
  nChanged 8
		SP:Iteration 3Q (8688.650000 sec): 3 clusters
  Score: Raw -55609.197847 + Penalty 3005.325105 = -52603.872742
  nChanged 3
		SP:Iteration 4Q (8688.650000 sec): 3 clusters
  Score: Raw -55616.651585 + Penalty 3005.325105 = -52611.326480
  nChanged 5
		SP:Iteration 5Q (8688.650000 sec): 3 clusters
  Score: Raw -55624.985826 + Penalty 3005.325105 = -52619.660721
  nChanged 2
		SP:Iteration 6Q (8688.660000 sec): 3 clusters
  Score: Raw -55639.621825 + Penalty 3005.325105 = -52634.296720
  nChanged 3
		SP:Iteration 7Q (8688.660000 sec): 3 clusters
  Score: Raw -55649.269711 + Penalty 3005.325105 = -52643.944606
  nChanged 2
		SP:Iteration 8Q (8688.660000 sec): 3 clusters
  Score: Raw -55652.668274 + Penalty 3005.325105 = -52647.343169
  nChanged 2
		SP:Iteration 9Q (8688.660000 sec): 3 clusters
  Score: Raw -55655.579099 + Penalty 3005.325105 = -52650.253994
  nChanged 2
		SP:Iteration 10Q (8688.660000 sec): 3 clusters
  Score: Raw -55660.061740 + Penalty 3005.325105 = -52654.736635
  nChanged 0
		SP:Iteration 11F (8688.660000 sec): 3 clusters
  Score: Raw -55660.061740 + Penalty 3005.325105 = -52654.736635
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 39 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.670000 sec): 2 clusters
  Score: Raw -22896.629861 + Penalty 1287.853299 = -21608.776562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.670000 sec): 3 clusters
  Score: Raw -23279.357974 + Penalty 2575.706598 = -20703.651376
  nChanged 14
		SP:Iteration 1F (8688.670000 sec): 3 clusters
  Score: Raw -23361.713792 + Penalty 2575.706598 = -20786.007194
  nChanged 4
		SP:Iteration 2Q (8688.670000 sec): 3 clusters
  Score: Raw -23381.986022 + Penalty 2575.706598 = -20806.279424
  nChanged 5
		SP:Iteration 3Q (8688.670000 sec): 3 clusters
  Score: Raw -23403.551646 + Penalty 2575.706598 = -20827.845048
  nChanged 2
		SP:Iteration 4Q (8688.670000 sec): 3 clusters
  Score: Raw -23418.329386 + Penalty 2575.706598 = -20842.622788
  nChanged 1
		SP:Iteration 5Q (8688.670000 sec): 3 clusters
  Score: Raw -23424.808128 + Penalty 2575.706598 = -20849.101530
  nChanged 2
		SP:Iteration 6Q (8688.670000 sec): 3 clusters
  Score: Raw -23433.516937 + Penalty 2575.706598 = -20857.810339
  nChanged 0
		SP:Iteration 7F (8688.670000 sec): 3 clusters
  Score: Raw -23433.516937 + Penalty 2575.706598 = -20857.810339
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.670000 sec): 2 clusters
  Score: Raw -68690.960353 + Penalty 1547.104507 = -67143.855846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.680000 sec): 3 clusters
  Score: Raw -68739.252975 + Penalty 3094.209014 = -65645.043961
  nChanged 93
		SP:Iteration 1F (8688.680000 sec): 3 clusters
  Score: Raw -68941.393265 + Penalty 3094.209014 = -65847.184251
  nChanged 24
		SP:Iteration 2Q (8688.680000 sec): 3 clusters
  Score: Raw -68987.094214 + Penalty 3094.209014 = -65892.885200
  nChanged 9
		SP:Iteration 3Q (8688.680000 sec): 3 clusters
  Score: Raw -69015.491236 + Penalty 3094.209014 = -65921.282222
  nChanged 4
		SP:Iteration 4Q (8688.680000 sec): 3 clusters
  Score: Raw -69023.494317 + Penalty 3094.209014 = -65929.285303
  nChanged 2
		SP:Iteration 5Q (8688.690000 sec): 3 clusters
  Score: Raw -69026.021264 + Penalty 3094.209014 = -65931.812250
  nChanged 2
		SP:Iteration 6Q (8688.690000 sec): 3 clusters
  Score: Raw -69034.808020 + Penalty 3094.209014 = -65940.599006
  nChanged 2
		SP:Iteration 7Q (8688.690000 sec): 3 clusters
  Score: Raw -69037.390508 + Penalty 3094.209014 = -65943.181494
  nChanged 2
		SP:Iteration 8Q (8688.690000 sec): 3 clusters
  Score: Raw -69040.292960 + Penalty 3094.209014 = -65946.083946
  nChanged 0
		SP:Iteration 9F (8688.690000 sec): 3 clusters
  Score: Raw -69040.292960 + Penalty 3094.209014 = -65946.083946
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.690000 sec): 2 clusters
  Score: Raw -17477.088865 + Penalty 1346.477716 = -16130.611149
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.690000 sec): 3 clusters
  Score: Raw -17832.583873 + Penalty 2692.955432 = -15139.628441
  nChanged 41
		SP:Iteration 1F (8688.690000 sec): 3 clusters
  Score: Raw -18126.614745 + Penalty 2692.955432 = -15433.659313
  nChanged 23
		SP:Iteration 2F (8688.700000 sec): 3 clusters
  Score: Raw -18293.509636 + Penalty 2692.955432 = -15600.554204
  nChanged 12
		SP:Iteration 3F (8688.700000 sec): 3 clusters
  Score: Raw -18392.618504 + Penalty 2692.955432 = -15699.663072
  nChanged 6
		SP:Iteration 4Q (8688.700000 sec): 3 clusters
  Score: Raw -18423.538615 + Penalty 2692.955432 = -15730.583183
  nChanged 3
		SP:Iteration 5Q (8688.700000 sec): 3 clusters
  Score: Raw -18472.812382 + Penalty 2692.955432 = -15779.856950
  nChanged 0
		SP:Iteration 6F (8688.700000 sec): 3 clusters
  Score: Raw -18472.812382 + Penalty 2692.955432 = -15779.856950
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 42 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8688.700000 sec): 2 clusters
  Score: Raw -25518.930557 + Penalty 1352.919637 = -24166.010921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8688.700000 sec): 3 clusters
  Score: Raw -25739.713218 + Penalty 2705.839273 = -23033.873944
  nChanged 24
		SP:Iteration 1F (8688.710000 sec): 3 clusters
  Score: Raw -25846.315612 + Penalty 2705.839273 = -23140.476338
  nChanged 9
		SP:Iteration 2Q (8688.710000 sec): 3 clusters
  Score: Raw -25897.706873 + Penalty 2705.839273 = -23191.867600
  nChanged 8
		SP:Iteration 3Q (8688.710000 sec): 3 clusters
  Score: Raw -25983.713106 + Penalty 2705.839273 = -23277.873833
  nChanged 7
		SP:Iteration 4Q (8688.710000 sec): 3 clusters
  Score: Raw -26019.680611 + Penalty 2705.839273 = -23313.841337
  nChanged 5
		SP:Iteration 5Q (8688.710000 sec): 3 clusters
  Score: Raw -26044.134490 + Penalty 2705.839273 = -23338.295217
  nChanged 3
		SP:Iteration 6Q (8688.710000 sec): 3 clusters
  Score: Raw -26061.027115 + Penalty 2705.839273 = -23355.187842
  nChanged 6
		SP:Iteration 7Q (8688.710000 sec): 3 clusters
  Score: Raw -26113.420523 + Penalty 2705.839273 = -23407.581250
  nChanged 1
		SP:Iteration 8Q (8688.710000 sec): 3 clusters
  Score: Raw -26117.239715 + Penalty 2705.839273 = -23411.400441
  nChanged 2
		SP:Iteration 9Q (8688.710000 sec): 3 clusters
  Score: Raw -26136.049368 + Penalty 2705.839273 = -23430.210094
  nChanged 0
		SP:Iteration 10F (8688.710000 sec): 3 clusters
  Score: Raw -26136.049368 + Penalty 2705.839273 = -23430.210094
  nChanged 0
Iteration 339F (8730.580000 sec): 42 clusters
  Score: Raw -117677413.090371 + Penalty 138362.130809 = -117539050.959562
  nChanged 1
Iteration 340F (8772.420000 sec): 42 clusters
  Score: Raw -117677432.554899 + Penalty 138362.130809 = -117539070.424090
  nChanged 0
Writing temp clu file 
Because OldScore, -117539050.959562, is greater than current (better) Score,-117539070.424090 
 Compute initial score before splitting:   Score: Raw -117677432.554899 + Penalty 138362.130809 = -117539070.424090
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 1 (7147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8772.570000 sec): 2 clusters
  Score: Raw -1048183.648990 + Penalty 2200.863096 = -1045982.785895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8772.600000 sec): 3 clusters
  Score: Raw -1044477.822123 + Penalty 4401.726192 = -1040076.095932
  nChanged 2872
		SP:Iteration 1F (8772.630000 sec): 3 clusters
  Score: Raw -1046052.953288 + Penalty 4401.726192 = -1041651.227097
  nChanged 497
		SP:Iteration 2F (8772.650000 sec): 3 clusters
  Score: Raw -1046308.184506 + Penalty 4401.726192 = -1041906.458315
  nChanged 361
		SP:Iteration 3F (8772.680000 sec): 3 clusters
  Score: Raw -1046489.625870 + Penalty 4401.726192 = -1042087.899678
  nChanged 293
		SP:Iteration 4Q (8772.700000 sec): 3 clusters
  Score: Raw -1046622.199858 + Penalty 4401.726192 = -1042220.473667
  nChanged 245
		SP:Iteration 5Q (8772.730000 sec): 3 clusters
  Score: Raw -1046722.897186 + Penalty 4401.726192 = -1042321.170994
  nChanged 174
		SP:Iteration 6Q (8772.750000 sec): 3 clusters
  Score: Raw -1046792.071113 + Penalty 4401.726192 = -1042390.344921
  nChanged 148
		SP:Iteration 7Q (8772.780000 sec): 3 clusters
  Score: Raw -1046861.730534 + Penalty 4401.726192 = -1042460.004342
  nChanged 166
		SP:Iteration 8Q (8772.800000 sec): 3 clusters
  Score: Raw -1046941.047179 + Penalty 4401.726192 = -1042539.320988
  nChanged 161
		SP:Iteration 9Q (8772.830000 sec): 3 clusters
  Score: Raw -1047018.091709 + Penalty 4401.726192 = -1042616.365517
  nChanged 152
		SP:Iteration 10Q (8772.850000 sec): 3 clusters
  Score: Raw -1047083.556234 + Penalty 4401.726192 = -1042681.830042
  nChanged 125
		SP:Iteration 11Q (8772.880000 sec): 3 clusters
  Score: Raw -1047139.271054 + Penalty 4401.726192 = -1042737.544862
  nChanged 109
		SP:Iteration 12Q (8772.900000 sec): 3 clusters
  Score: Raw -1047183.438183 + Penalty 4401.726192 = -1042781.711991
  nChanged 107
		SP:Iteration 13Q (8772.930000 sec): 3 clusters
  Score: Raw -1047231.434377 + Penalty 4401.726192 = -1042829.708186
  nChanged 113
		SP:Iteration 14Q (8772.950000 sec): 3 clusters
  Score: Raw -1047278.182593 + Penalty 4401.726192 = -1042876.456401
  nChanged 110
		SP:Iteration 15Q (8772.980000 sec): 3 clusters
  Score: Raw -1047328.695269 + Penalty 4401.726192 = -1042926.969077
  nChanged 128
		SP:Iteration 16Q (8773.000000 sec): 3 clusters
  Score: Raw -1047387.973653 + Penalty 4401.726192 = -1042986.247461
  nChanged 119
		SP:Iteration 17Q (8773.020000 sec): 3 clusters
  Score: Raw -1047446.800970 + Penalty 4401.726192 = -1043045.074778
  nChanged 138
		SP:Iteration 18Q (8773.050000 sec): 3 clusters
  Score: Raw -1047511.630780 + Penalty 4401.726192 = -1043109.904588
  nChanged 130
		SP:Iteration 19Q (8773.070000 sec): 3 clusters
  Score: Raw -1047573.174756 + Penalty 4401.726192 = -1043171.448565
  nChanged 106
		SP:Iteration 20F (8773.100000 sec): 3 clusters
  Score: Raw -1047618.675237 + Penalty 4401.726192 = -1043216.949045
  nChanged 110
		SP:Iteration 21Q (8773.120000 sec): 3 clusters
  Score: Raw -1047668.529640 + Penalty 4401.726192 = -1043266.803448
  nChanged 115
		SP:Iteration 22Q (8773.140000 sec): 3 clusters
  Score: Raw -1047726.215954 + Penalty 4401.726192 = -1043324.489762
  nChanged 123
		SP:Iteration 23Q (8773.170000 sec): 3 clusters
  Score: Raw -1047786.965619 + Penalty 4401.726192 = -1043385.239427
  nChanged 104
		SP:Iteration 24Q (8773.190000 sec): 3 clusters
  Score: Raw -1047839.094215 + Penalty 4401.726192 = -1043437.368024
  nChanged 110
		SP:Iteration 25Q (8773.220000 sec): 3 clusters
  Score: Raw -1047893.076025 + Penalty 4401.726192 = -1043491.349833
  nChanged 94
		SP:Iteration 26Q (8773.240000 sec): 3 clusters
  Score: Raw -1047951.148789 + Penalty 4401.726192 = -1043549.422598
  nChanged 103
		SP:Iteration 27Q (8773.260000 sec): 3 clusters
  Score: Raw -1048023.636281 + Penalty 4401.726192 = -1043621.910089
  nChanged 97
		SP:Iteration 28Q (8773.280000 sec): 3 clusters
  Score: Raw -1048082.572988 + Penalty 4401.726192 = -1043680.846796
  nChanged 95
		SP:Iteration 29Q (8773.300000 sec): 3 clusters
  Score: Raw -1048138.202463 + Penalty 4401.726192 = -1043736.476271
  nChanged 85
		SP:Iteration 30Q (8773.330000 sec): 3 clusters
  Score: Raw -1048195.868058 + Penalty 4401.726192 = -1043794.141866
  nChanged 75
		SP:Iteration 31Q (8773.350000 sec): 3 clusters
  Score: Raw -1048248.523901 + Penalty 4401.726192 = -1043846.797710
  nChanged 61
		SP:Iteration 32Q (8773.370000 sec): 3 clusters
  Score: Raw -1048286.201226 + Penalty 4401.726192 = -1043884.475035
  nChanged 38
		SP:Iteration 33Q (8773.390000 sec): 3 clusters
  Score: Raw -1048307.718565 + Penalty 4401.726192 = -1043905.992373
  nChanged 45
		SP:Iteration 34Q (8773.410000 sec): 3 clusters
  Score: Raw -1048329.637421 + Penalty 4401.726192 = -1043927.911229
  nChanged 31
		SP:Iteration 35Q (8773.430000 sec): 3 clusters
  Score: Raw -1048347.177415 + Penalty 4401.726192 = -1043945.451224
  nChanged 28
		SP:Iteration 36Q (8773.460000 sec): 3 clusters
  Score: Raw -1048362.024891 + Penalty 4401.726192 = -1043960.298699
  nChanged 21
		SP:Iteration 37Q (8773.480000 sec): 3 clusters
  Score: Raw -1048377.741662 + Penalty 4401.726192 = -1043976.015470
  nChanged 19
		SP:Iteration 38Q (8773.500000 sec): 3 clusters
  Score: Raw -1048390.533277 + Penalty 4401.726192 = -1043988.807085
  nChanged 23
		SP:Iteration 39Q (8773.520000 sec): 3 clusters
  Score: Raw -1048403.912248 + Penalty 4401.726192 = -1044002.186056
  nChanged 19
		SP:Iteration 40F (8773.540000 sec): 3 clusters
  Score: Raw -1048413.715380 + Penalty 4401.726192 = -1044011.989189
  nChanged 13
		SP:Iteration 41Q (8773.560000 sec): 3 clusters
  Score: Raw -1048420.019716 + Penalty 4401.726192 = -1044018.293524
  nChanged 11
		SP:Iteration 42Q (8773.580000 sec): 3 clusters
  Score: Raw -1048425.466212 + Penalty 4401.726192 = -1044023.740020
  nChanged 4
		SP:Iteration 43Q (8773.600000 sec): 3 clusters
  Score: Raw -1048428.027111 + Penalty 4401.726192 = -1044026.300919
  nChanged 2
		SP:Iteration 44Q (8773.620000 sec): 3 clusters
  Score: Raw -1048430.165341 + Penalty 4401.726192 = -1044028.439149
  nChanged 1
		SP:Iteration 45Q (8773.640000 sec): 3 clusters
  Score: Raw -1048430.478576 + Penalty 4401.726192 = -1044028.752385
  nChanged 1
		SP:Iteration 46Q (8773.660000 sec): 3 clusters
  Score: Raw -1048431.104152 + Penalty 4401.726192 = -1044029.377960
  nChanged 1
		SP:Iteration 47Q (8773.680000 sec): 3 clusters
  Score: Raw -1048432.795856 + Penalty 4401.726192 = -1044031.069664
  nChanged 2
		SP:Iteration 48Q (8773.700000 sec): 3 clusters
  Score: Raw -1048433.668594 + Penalty 4401.726192 = -1044031.942402
  nChanged 0
		SP:Iteration 49F (8773.730000 sec): 3 clusters
  Score: Raw -1048433.668594 + Penalty 4401.726192 = -1044031.942402
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 2 (7656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8773.760000 sec): 2 clusters
  Score: Raw -1106221.456500 + Penalty 2217.924743 = -1104003.531757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8773.780000 sec): 3 clusters
  Score: Raw -1102237.883185 + Penalty 4435.849487 = -1097802.033699
  nChanged 3127
		SP:Iteration 1F (8773.810000 sec): 3 clusters
  Score: Raw -1103980.308116 + Penalty 4435.849487 = -1099544.458629
  nChanged 550
		SP:Iteration 2F (8773.840000 sec): 3 clusters
  Score: Raw -1104289.391978 + Penalty 4435.849487 = -1099853.542491
  nChanged 422
		SP:Iteration 3F (8773.860000 sec): 3 clusters
  Score: Raw -1104521.445124 + Penalty 4435.849487 = -1100085.595638
  nChanged 367
		SP:Iteration 4Q (8773.890000 sec): 3 clusters
  Score: Raw -1104745.513152 + Penalty 4435.849487 = -1100309.663665
  nChanged 342
		SP:Iteration 5Q (8773.920000 sec): 3 clusters
  Score: Raw -1104965.549613 + Penalty 4435.849487 = -1100529.700126
  nChanged 328
		SP:Iteration 6Q (8773.940000 sec): 3 clusters
  Score: Raw -1105162.945232 + Penalty 4435.849487 = -1100727.095745
  nChanged 272
		SP:Iteration 7Q (8773.970000 sec): 3 clusters
  Score: Raw -1105321.766598 + Penalty 4435.849487 = -1100885.917111
  nChanged 243
		SP:Iteration 8Q (8774.000000 sec): 3 clusters
  Score: Raw -1105464.806055 + Penalty 4435.849487 = -1101028.956569
  nChanged 242
		SP:Iteration 9Q (8774.020000 sec): 3 clusters
  Score: Raw -1105614.794279 + Penalty 4435.849487 = -1101178.944792
  nChanged 213
		SP:Iteration 10Q (8774.050000 sec): 3 clusters
  Score: Raw -1105745.377237 + Penalty 4435.849487 = -1101309.527750
  nChanged 181
		SP:Iteration 11Q (8774.080000 sec): 3 clusters
  Score: Raw -1105866.535444 + Penalty 4435.849487 = -1101430.685958
  nChanged 166
		SP:Iteration 12Q (8774.100000 sec): 3 clusters
  Score: Raw -1105978.474114 + Penalty 4435.849487 = -1101542.624628
  nChanged 171
		SP:Iteration 13Q (8774.130000 sec): 3 clusters
  Score: Raw -1106106.036071 + Penalty 4435.849487 = -1101670.186584
  nChanged 162
		SP:Iteration 14Q (8774.150000 sec): 3 clusters
  Score: Raw -1106224.240747 + Penalty 4435.849487 = -1101788.391260
  nChanged 152
		SP:Iteration 15Q (8774.180000 sec): 3 clusters
  Score: Raw -1106335.699194 + Penalty 4435.849487 = -1101899.849707
  nChanged 123
		SP:Iteration 16Q (8774.200000 sec): 3 clusters
  Score: Raw -1106416.558592 + Penalty 4435.849487 = -1101980.709106
  nChanged 99
		SP:Iteration 17Q (8774.230000 sec): 3 clusters
  Score: Raw -1106491.823837 + Penalty 4435.849487 = -1102055.974350
  nChanged 104
		SP:Iteration 18Q (8774.250000 sec): 3 clusters
  Score: Raw -1106584.035180 + Penalty 4435.849487 = -1102148.185693
  nChanged 95
		SP:Iteration 19Q (8774.270000 sec): 3 clusters
  Score: Raw -1106652.829679 + Penalty 4435.849487 = -1102216.980192
  nChanged 65
		SP:Iteration 20F (8774.300000 sec): 3 clusters
  Score: Raw -1106691.440401 + Penalty 4435.849487 = -1102255.590914
  nChanged 59
		SP:Iteration 21Q (8774.320000 sec): 3 clusters
  Score: Raw -1106724.496978 + Penalty 4435.849487 = -1102288.647491
  nChanged 49
		SP:Iteration 22Q (8774.340000 sec): 3 clusters
  Score: Raw -1106747.350806 + Penalty 4435.849487 = -1102311.501319
  nChanged 37
		SP:Iteration 23Q (8774.370000 sec): 3 clusters
  Score: Raw -1106764.677737 + Penalty 4435.849487 = -1102328.828250
  nChanged 34
		SP:Iteration 24Q (8774.390000 sec): 3 clusters
  Score: Raw -1106782.066678 + Penalty 4435.849487 = -1102346.217191
  nChanged 22
		SP:Iteration 25Q (8774.410000 sec): 3 clusters
  Score: Raw -1106792.683073 + Penalty 4435.849487 = -1102356.833586
  nChanged 16
		SP:Iteration 26Q (8774.430000 sec): 3 clusters
  Score: Raw -1106799.020705 + Penalty 4435.849487 = -1102363.171218
  nChanged 15
		SP:Iteration 27Q (8774.460000 sec): 3 clusters
  Score: Raw -1106806.194805 + Penalty 4435.849487 = -1102370.345318
  nChanged 19
		SP:Iteration 28Q (8774.480000 sec): 3 clusters
  Score: Raw -1106815.234368 + Penalty 4435.849487 = -1102379.384882
  nChanged 20
		SP:Iteration 29Q (8774.500000 sec): 3 clusters
  Score: Raw -1106823.200990 + Penalty 4435.849487 = -1102387.351503
  nChanged 14
		SP:Iteration 30Q (8774.520000 sec): 3 clusters
  Score: Raw -1106829.580266 + Penalty 4435.849487 = -1102393.730779
  nChanged 14
		SP:Iteration 31Q (8774.540000 sec): 3 clusters
  Score: Raw -1106835.231290 + Penalty 4435.849487 = -1102399.381803
  nChanged 14
		SP:Iteration 32Q (8774.560000 sec): 3 clusters
  Score: Raw -1106841.907902 + Penalty 4435.849487 = -1102406.058415
  nChanged 12
		SP:Iteration 33Q (8774.590000 sec): 3 clusters
  Score: Raw -1106847.860548 + Penalty 4435.849487 = -1102412.011061
  nChanged 18
		SP:Iteration 34Q (8774.610000 sec): 3 clusters
  Score: Raw -1106856.687505 + Penalty 4435.849487 = -1102420.838018
  nChanged 18
		SP:Iteration 35Q (8774.630000 sec): 3 clusters
  Score: Raw -1106865.992245 + Penalty 4435.849487 = -1102430.142758
  nChanged 25
		SP:Iteration 36Q (8774.650000 sec): 3 clusters
  Score: Raw -1106877.254885 + Penalty 4435.849487 = -1102441.405398
  nChanged 11
		SP:Iteration 37Q (8774.670000 sec): 3 clusters
  Score: Raw -1106881.763981 + Penalty 4435.849487 = -1102445.914495
  nChanged 10
		SP:Iteration 38Q (8774.690000 sec): 3 clusters
  Score: Raw -1106886.144029 + Penalty 4435.849487 = -1102450.294543
  nChanged 7
		SP:Iteration 39Q (8774.720000 sec): 3 clusters
  Score: Raw -1106890.039183 + Penalty 4435.849487 = -1102454.189696
  nChanged 8
		SP:Iteration 40F (8774.740000 sec): 3 clusters
  Score: Raw -1106893.080373 + Penalty 4435.849487 = -1102457.230886
  nChanged 9
		SP:Iteration 41Q (8774.760000 sec): 3 clusters
  Score: Raw -1106897.670117 + Penalty 4435.849487 = -1102461.820631
  nChanged 8
		SP:Iteration 42Q (8774.780000 sec): 3 clusters
  Score: Raw -1106902.075394 + Penalty 4435.849487 = -1102466.225908
  nChanged 9
		SP:Iteration 43Q (8774.800000 sec): 3 clusters
  Score: Raw -1106904.631617 + Penalty 4435.849487 = -1102468.782130
  nChanged 5
		SP:Iteration 44Q (8774.830000 sec): 3 clusters
  Score: Raw -1106907.620693 + Penalty 4435.849487 = -1102471.771207
  nChanged 8
		SP:Iteration 45Q (8774.850000 sec): 3 clusters
  Score: Raw -1106911.760775 + Penalty 4435.849487 = -1102475.911289
  nChanged 6
		SP:Iteration 46Q (8774.870000 sec): 3 clusters
  Score: Raw -1106914.170425 + Penalty 4435.849487 = -1102478.320938
  nChanged 9
		SP:Iteration 47Q (8774.890000 sec): 3 clusters
  Score: Raw -1106918.095378 + Penalty 4435.849487 = -1102482.245891
  nChanged 6
		SP:Iteration 48Q (8774.910000 sec): 3 clusters
  Score: Raw -1106920.561442 + Penalty 4435.849487 = -1102484.711955
  nChanged 3
		SP:Iteration 49Q (8774.930000 sec): 3 clusters
  Score: Raw -1106922.324583 + Penalty 4435.849487 = -1102486.475097
  nChanged 5
		SP:Iteration 50Q (8774.950000 sec): 3 clusters
  Score: Raw -1106924.388570 + Penalty 4435.849487 = -1102488.539083
  nChanged 5
		SP:Iteration 51Q (8774.970000 sec): 3 clusters
  Score: Raw -1106927.604827 + Penalty 4435.849487 = -1102491.755341
  nChanged 4
		SP:Iteration 52Q (8774.990000 sec): 3 clusters
  Score: Raw -1106929.919822 + Penalty 4435.849487 = -1102494.070335
  nChanged 5
		SP:Iteration 53Q (8775.020000 sec): 3 clusters
  Score: Raw -1106933.237766 + Penalty 4435.849487 = -1102497.388279
  nChanged 4
		SP:Iteration 54Q (8775.040000 sec): 3 clusters
  Score: Raw -1106934.867862 + Penalty 4435.849487 = -1102499.018375
  nChanged 1
		SP:Iteration 55Q (8775.060000 sec): 3 clusters
  Score: Raw -1106935.284284 + Penalty 4435.849487 = -1102499.434798
  nChanged 1
		SP:Iteration 56Q (8775.080000 sec): 3 clusters
  Score: Raw -1106935.544542 + Penalty 4435.849487 = -1102499.695055
  nChanged 1
		SP:Iteration 57Q (8775.100000 sec): 3 clusters
  Score: Raw -1106935.860291 + Penalty 4435.849487 = -1102500.010804
  nChanged 0
		SP:Iteration 58F (8775.120000 sec): 3 clusters
  Score: Raw -1106935.860291 + Penalty 4435.849487 = -1102500.010804
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 3 (27241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8775.220000 sec): 2 clusters
  Score: Raw -4024112.096684 + Penalty 2532.694661 = -4021579.402023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8775.320000 sec): 3 clusters
  Score: Raw -4007829.248363 + Penalty 5065.389321 = -4002763.859042
  nChanged 12151
		SP:Iteration 1F (8775.420000 sec): 3 clusters
  Score: Raw -4014508.497105 + Penalty 5065.389321 = -4009443.107784
  nChanged 1296
		SP:Iteration 2Q (8775.520000 sec): 3 clusters
  Score: Raw -4014911.015101 + Penalty 5065.389321 = -4009845.625780
  nChanged 1061
		SP:Iteration 3Q (8775.620000 sec): 3 clusters
  Score: Raw -4015229.014858 + Penalty 5065.389321 = -4010163.625536
  nChanged 950
		SP:Iteration 4Q (8775.720000 sec): 3 clusters
  Score: Raw -4015531.023594 + Penalty 5065.389321 = -4010465.634273
  nChanged 917
		SP:Iteration 5Q (8775.820000 sec): 3 clusters
  Score: Raw -4015847.202117 + Penalty 5065.389321 = -4010781.812795
  nChanged 991
		SP:Iteration 6Q (8775.920000 sec): 3 clusters
  Score: Raw -4016231.238435 + Penalty 5065.389321 = -4011165.849114
  nChanged 1155
		SP:Iteration 7Q (8776.020000 sec): 3 clusters
  Score: Raw -4016805.085305 + Penalty 5065.389321 = -4011739.695983
  nChanged 1450
		SP:Iteration 8F (8776.120000 sec): 3 clusters
  Score: Raw -4017658.677048 + Penalty 5065.389321 = -4012593.287726
  nChanged 1691
		SP:Iteration 9F (8776.220000 sec): 3 clusters
  Score: Raw -4018851.735663 + Penalty 5065.389321 = -4013786.346342
  nChanged 1869
		SP:Iteration 10F (8776.320000 sec): 3 clusters
  Score: Raw -4020344.368645 + Penalty 5065.389321 = -4015278.979324
  nChanged 1688
		SP:Iteration 11F (8776.420000 sec): 3 clusters
  Score: Raw -4021794.702534 + Penalty 5065.389321 = -4016729.313213
  nChanged 1286
		SP:Iteration 12Q (8776.510000 sec): 3 clusters
  Score: Raw -4022974.835631 + Penalty 5065.389321 = -4017909.446310
  nChanged 791
		SP:Iteration 13Q (8776.600000 sec): 3 clusters
  Score: Raw -4023701.388123 + Penalty 5065.389321 = -4018635.998802
  nChanged 367
		SP:Iteration 14Q (8776.680000 sec): 3 clusters
  Score: Raw -4024046.912445 + Penalty 5065.389321 = -4018981.523124
  nChanged 164
		SP:Iteration 15Q (8776.760000 sec): 3 clusters
  Score: Raw -4024210.071438 + Penalty 5065.389321 = -4019144.682117
  nChanged 77
		SP:Iteration 16Q (8776.830000 sec): 3 clusters
  Score: Raw -4024300.254263 + Penalty 5065.389321 = -4019234.864942
  nChanged 41
		SP:Iteration 17Q (8776.910000 sec): 3 clusters
  Score: Raw -4024347.813582 + Penalty 5065.389321 = -4019282.424261
  nChanged 21
		SP:Iteration 18Q (8776.980000 sec): 3 clusters
  Score: Raw -4024374.864764 + Penalty 5065.389321 = -4019309.475443
  nChanged 18
		SP:Iteration 19Q (8777.050000 sec): 3 clusters
  Score: Raw -4024398.975936 + Penalty 5065.389321 = -4019333.586615
  nChanged 10
		SP:Iteration 20F (8777.150000 sec): 3 clusters
  Score: Raw -4024413.185596 + Penalty 5065.389321 = -4019347.796275
  nChanged 4
		SP:Iteration 21Q (8777.220000 sec): 3 clusters
  Score: Raw -4024420.007861 + Penalty 5065.389321 = -4019354.618540
  nChanged 6
		SP:Iteration 22Q (8777.290000 sec): 3 clusters
  Score: Raw -4024425.759783 + Penalty 5065.389321 = -4019360.370462
  nChanged 2
		SP:Iteration 23Q (8777.360000 sec): 3 clusters
  Score: Raw -4024427.828713 + Penalty 5065.389321 = -4019362.439392
  nChanged 2
		SP:Iteration 24Q (8777.430000 sec): 3 clusters
  Score: Raw -4024429.877293 + Penalty 5065.389321 = -4019364.487971
  nChanged 1
		SP:Iteration 25Q (8777.500000 sec): 3 clusters
  Score: Raw -4024430.501371 + Penalty 5065.389321 = -4019365.112050
  nChanged 0
		SP:Iteration 26F (8777.600000 sec): 3 clusters
  Score: Raw -4024430.501371 + Penalty 5065.389321 = -4019365.112050
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 4 (24077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8777.670000 sec): 2 clusters
  Score: Raw -3338101.850046 + Penalty 2502.075052 = -3335599.774994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8777.760000 sec): 3 clusters
  Score: Raw -3323926.060103 + Penalty 5004.150104 = -3318921.909999
  nChanged 10699
		SP:Iteration 1F (8777.850000 sec): 3 clusters
  Score: Raw -3329823.075892 + Penalty 5004.150104 = -3324818.925788
  nChanged 1327
		SP:Iteration 2F (8777.930000 sec): 3 clusters
  Score: Raw -3330316.255611 + Penalty 5004.150104 = -3325312.105506
  nChanged 1131
		SP:Iteration 3Q (8778.020000 sec): 3 clusters
  Score: Raw -3330725.956990 + Penalty 5004.150104 = -3325721.806886
  nChanged 1030
		SP:Iteration 4Q (8778.110000 sec): 3 clusters
  Score: Raw -3331109.937629 + Penalty 5004.150104 = -3326105.787524
  nChanged 979
		SP:Iteration 5Q (8778.190000 sec): 3 clusters
  Score: Raw -3331471.513803 + Penalty 5004.150104 = -3326467.363698
  nChanged 924
		SP:Iteration 6Q (8778.280000 sec): 3 clusters
  Score: Raw -3331817.521583 + Penalty 5004.150104 = -3326813.371479
  nChanged 923
		SP:Iteration 7Q (8778.360000 sec): 3 clusters
  Score: Raw -3332180.461023 + Penalty 5004.150104 = -3327176.310919
  nChanged 904
		SP:Iteration 8Q (8778.450000 sec): 3 clusters
  Score: Raw -3332562.927972 + Penalty 5004.150104 = -3327558.777868
  nChanged 990
		SP:Iteration 9Q (8778.530000 sec): 3 clusters
  Score: Raw -3333048.394050 + Penalty 5004.150104 = -3328044.243946
  nChanged 1001
		SP:Iteration 10Q (8778.620000 sec): 3 clusters
  Score: Raw -3333524.551045 + Penalty 5004.150104 = -3328520.400940
  nChanged 921
		SP:Iteration 11Q (8778.710000 sec): 3 clusters
  Score: Raw -3333969.449017 + Penalty 5004.150104 = -3328965.298912
  nChanged 876
		SP:Iteration 12Q (8778.790000 sec): 3 clusters
  Score: Raw -3334424.191196 + Penalty 5004.150104 = -3329420.041091
  nChanged 831
		SP:Iteration 13Q (8778.870000 sec): 3 clusters
  Score: Raw -3334849.142076 + Penalty 5004.150104 = -3329844.991972
  nChanged 699
		SP:Iteration 14Q (8778.960000 sec): 3 clusters
  Score: Raw -3335161.558992 + Penalty 5004.150104 = -3330157.408888
  nChanged 581
		SP:Iteration 15Q (8779.050000 sec): 3 clusters
  Score: Raw -3335393.890749 + Penalty 5004.150104 = -3330389.740644
  nChanged 487
		SP:Iteration 16Q (8779.130000 sec): 3 clusters
  Score: Raw -3335568.644323 + Penalty 5004.150104 = -3330564.494219
  nChanged 394
		SP:Iteration 17Q (8779.210000 sec): 3 clusters
  Score: Raw -3335681.768265 + Penalty 5004.150104 = -3330677.618161
  nChanged 358
		SP:Iteration 18Q (8779.290000 sec): 3 clusters
  Score: Raw -3335793.773050 + Penalty 5004.150104 = -3330789.622945
  nChanged 339
		SP:Iteration 19Q (8779.370000 sec): 3 clusters
  Score: Raw -3335912.101874 + Penalty 5004.150104 = -3330907.951770
  nChanged 329
		SP:Iteration 20F (8779.460000 sec): 3 clusters
  Score: Raw -3336019.993229 + Penalty 5004.150104 = -3331015.843125
  nChanged 320
		SP:Iteration 21Q (8779.540000 sec): 3 clusters
  Score: Raw -3336123.950170 + Penalty 5004.150104 = -3331119.800066
  nChanged 308
		SP:Iteration 22Q (8779.630000 sec): 3 clusters
  Score: Raw -3336227.261321 + Penalty 5004.150104 = -3331223.111216
  nChanged 293
		SP:Iteration 23Q (8779.710000 sec): 3 clusters
  Score: Raw -3336319.371907 + Penalty 5004.150104 = -3331315.221802
  nChanged 284
		SP:Iteration 24Q (8779.790000 sec): 3 clusters
  Score: Raw -3336404.707665 + Penalty 5004.150104 = -3331400.557561
  nChanged 301
		SP:Iteration 25Q (8779.870000 sec): 3 clusters
  Score: Raw -3336506.397753 + Penalty 5004.150104 = -3331502.247649
  nChanged 300
		SP:Iteration 26Q (8779.950000 sec): 3 clusters
  Score: Raw -3336607.963082 + Penalty 5004.150104 = -3331603.812978
  nChanged 309
		SP:Iteration 27Q (8780.030000 sec): 3 clusters
  Score: Raw -3336715.021493 + Penalty 5004.150104 = -3331710.871389
  nChanged 307
		SP:Iteration 28Q (8780.110000 sec): 3 clusters
  Score: Raw -3336827.252357 + Penalty 5004.150104 = -3331823.102253
  nChanged 300
		SP:Iteration 29Q (8780.190000 sec): 3 clusters
  Score: Raw -3336946.568316 + Penalty 5004.150104 = -3331942.418212
  nChanged 319
		SP:Iteration 30Q (8780.270000 sec): 3 clusters
  Score: Raw -3337079.909299 + Penalty 5004.150104 = -3332075.759195
  nChanged 318
		SP:Iteration 31Q (8780.340000 sec): 3 clusters
  Score: Raw -3337211.467591 + Penalty 5004.150104 = -3332207.317487
  nChanged 318
		SP:Iteration 32Q (8780.420000 sec): 3 clusters
  Score: Raw -3337345.331173 + Penalty 5004.150104 = -3332341.181069
  nChanged 291
		SP:Iteration 33Q (8780.490000 sec): 3 clusters
  Score: Raw -3337468.040369 + Penalty 5004.150104 = -3332463.890265
  nChanged 257
		SP:Iteration 34Q (8780.570000 sec): 3 clusters
  Score: Raw -3337574.074061 + Penalty 5004.150104 = -3332569.923957
  nChanged 238
		SP:Iteration 35Q (8780.640000 sec): 3 clusters
  Score: Raw -3337667.000052 + Penalty 5004.150104 = -3332662.849947
  nChanged 237
		SP:Iteration 36Q (8780.710000 sec): 3 clusters
  Score: Raw -3337785.737422 + Penalty 5004.150104 = -3332781.587318
  nChanged 215
		SP:Iteration 37Q (8780.790000 sec): 3 clusters
  Score: Raw -3337902.995546 + Penalty 5004.150104 = -3332898.845442
  nChanged 216
		SP:Iteration 38Q (8780.850000 sec): 3 clusters
  Score: Raw -3338006.166053 + Penalty 5004.150104 = -3333002.015949
  nChanged 186
		SP:Iteration 39Q (8780.930000 sec): 3 clusters
  Score: Raw -3338084.265528 + Penalty 5004.150104 = -3333080.115424
  nChanged 152
		SP:Iteration 40F (8781.010000 sec): 3 clusters
  Score: Raw -3338151.989323 + Penalty 5004.150104 = -3333147.839219
  nChanged 127
		SP:Iteration 41Q (8781.080000 sec): 3 clusters
  Score: Raw -3338202.631174 + Penalty 5004.150104 = -3333198.481070
  nChanged 118
		SP:Iteration 42Q (8781.150000 sec): 3 clusters
  Score: Raw -3338249.825499 + Penalty 5004.150104 = -3333245.675395
  nChanged 105
		SP:Iteration 43Q (8781.210000 sec): 3 clusters
  Score: Raw -3338288.676222 + Penalty 5004.150104 = -3333284.526118
  nChanged 95
		SP:Iteration 44Q (8781.280000 sec): 3 clusters
  Score: Raw -3338321.757131 + Penalty 5004.150104 = -3333317.607027
  nChanged 77
		SP:Iteration 45Q (8781.350000 sec): 3 clusters
  Score: Raw -3338353.194794 + Penalty 5004.150104 = -3333349.044690
  nChanged 65
		SP:Iteration 46Q (8781.420000 sec): 3 clusters
  Score: Raw -3338379.688835 + Penalty 5004.150104 = -3333375.538731
  nChanged 70
		SP:Iteration 47Q (8781.480000 sec): 3 clusters
  Score: Raw -3338403.835904 + Penalty 5004.150104 = -3333399.685800
  nChanged 62
		SP:Iteration 48Q (8781.550000 sec): 3 clusters
  Score: Raw -3338426.919947 + Penalty 5004.150104 = -3333422.769843
  nChanged 51
		SP:Iteration 49Q (8781.610000 sec): 3 clusters
  Score: Raw -3338446.392052 + Penalty 5004.150104 = -3333442.241947
  nChanged 52
		SP:Iteration 50Q (8781.680000 sec): 3 clusters
  Score: Raw -3338466.892489 + Penalty 5004.150104 = -3333462.742385
  nChanged 39
		SP:Iteration 51Q (8781.750000 sec): 3 clusters
  Score: Raw -3338480.407164 + Penalty 5004.150104 = -3333476.257060
  nChanged 32
		SP:Iteration 52Q (8781.810000 sec): 3 clusters
  Score: Raw -3338492.133097 + Penalty 5004.150104 = -3333487.982992
  nChanged 34
		SP:Iteration 53Q (8781.870000 sec): 3 clusters
  Score: Raw -3338503.275990 + Penalty 5004.150104 = -3333499.125886
  nChanged 28
		SP:Iteration 54Q (8781.940000 sec): 3 clusters
  Score: Raw -3338512.838177 + Penalty 5004.150104 = -3333508.688073
  nChanged 31
		SP:Iteration 55Q (8782.010000 sec): 3 clusters
  Score: Raw -3338523.620760 + Penalty 5004.150104 = -3333519.470656
  nChanged 27
		SP:Iteration 56Q (8782.070000 sec): 3 clusters
  Score: Raw -3338533.278947 + Penalty 5004.150104 = -3333529.128842
  nChanged 25
		SP:Iteration 57Q (8782.140000 sec): 3 clusters
  Score: Raw -3338542.344653 + Penalty 5004.150104 = -3333538.194549
  nChanged 24
		SP:Iteration 58Q (8782.200000 sec): 3 clusters
  Score: Raw -3338549.209841 + Penalty 5004.150104 = -3333545.059736
  nChanged 15
		SP:Iteration 59Q (8782.270000 sec): 3 clusters
  Score: Raw -3338553.194159 + Penalty 5004.150104 = -3333549.044054
  nChanged 12
		SP:Iteration 60F (8782.350000 sec): 3 clusters
  Score: Raw -3338557.661460 + Penalty 5004.150104 = -3333553.511356
  nChanged 12
		SP:Iteration 61Q (8782.420000 sec): 3 clusters
  Score: Raw -3338560.933218 + Penalty 5004.150104 = -3333556.783114
  nChanged 6
		SP:Iteration 62Q (8782.490000 sec): 3 clusters
  Score: Raw -3338562.388609 + Penalty 5004.150104 = -3333558.238504
  nChanged 5
		SP:Iteration 63Q (8782.550000 sec): 3 clusters
  Score: Raw -3338564.631573 + Penalty 5004.150104 = -3333560.481469
  nChanged 5
		SP:Iteration 64Q (8782.620000 sec): 3 clusters
  Score: Raw -3338567.631151 + Penalty 5004.150104 = -3333563.481047
  nChanged 14
		SP:Iteration 65Q (8782.690000 sec): 3 clusters
  Score: Raw -3338573.700011 + Penalty 5004.150104 = -3333569.549907
  nChanged 13
		SP:Iteration 66Q (8782.760000 sec): 3 clusters
  Score: Raw -3338577.840803 + Penalty 5004.150104 = -3333573.690699
  nChanged 8
		SP:Iteration 67Q (8782.820000 sec): 3 clusters
  Score: Raw -3338581.837539 + Penalty 5004.150104 = -3333577.687435
  nChanged 8
		SP:Iteration 68Q (8782.880000 sec): 3 clusters
  Score: Raw -3338585.272881 + Penalty 5004.150104 = -3333581.122777
  nChanged 6
		SP:Iteration 69Q (8782.950000 sec): 3 clusters
  Score: Raw -3338587.390694 + Penalty 5004.150104 = -3333583.240590
  nChanged 10
		SP:Iteration 70Q (8783.010000 sec): 3 clusters
  Score: Raw -3338591.532977 + Penalty 5004.150104 = -3333587.382873
  nChanged 12
		SP:Iteration 71Q (8783.070000 sec): 3 clusters
  Score: Raw -3338596.568550 + Penalty 5004.150104 = -3333592.418446
  nChanged 10
		SP:Iteration 72Q (8783.140000 sec): 3 clusters
  Score: Raw -3338600.606640 + Penalty 5004.150104 = -3333596.456536
  nChanged 11
		SP:Iteration 73Q (8783.200000 sec): 3 clusters
  Score: Raw -3338603.473369 + Penalty 5004.150104 = -3333599.323265
  nChanged 7
		SP:Iteration 74Q (8783.270000 sec): 3 clusters
  Score: Raw -3338605.149367 + Penalty 5004.150104 = -3333600.999263
  nChanged 6
		SP:Iteration 75Q (8783.330000 sec): 3 clusters
  Score: Raw -3338607.757887 + Penalty 5004.150104 = -3333603.607782
  nChanged 7
		SP:Iteration 76Q (8783.390000 sec): 3 clusters
  Score: Raw -3338610.341317 + Penalty 5004.150104 = -3333606.191212
  nChanged 14
		SP:Iteration 77Q (8783.460000 sec): 3 clusters
  Score: Raw -3338616.669751 + Penalty 5004.150104 = -3333612.519646
  nChanged 17
		SP:Iteration 78Q (8783.520000 sec): 3 clusters
  Score: Raw -3338623.672477 + Penalty 5004.150104 = -3333619.522373
  nChanged 7
		SP:Iteration 79Q (8783.590000 sec): 3 clusters
  Score: Raw -3338626.357524 + Penalty 5004.150104 = -3333622.207420
  nChanged 6
		SP:Iteration 80F (8783.670000 sec): 3 clusters
  Score: Raw -3338628.648394 + Penalty 5004.150104 = -3333624.498289
  nChanged 6
		SP:Iteration 81Q (8783.730000 sec): 3 clusters
  Score: Raw -3338630.155954 + Penalty 5004.150104 = -3333626.005850
  nChanged 6
		SP:Iteration 82Q (8783.790000 sec): 3 clusters
  Score: Raw -3338632.354020 + Penalty 5004.150104 = -3333628.203916
  nChanged 9
		SP:Iteration 83Q (8783.860000 sec): 3 clusters
  Score: Raw -3338635.238618 + Penalty 5004.150104 = -3333631.088514
  nChanged 4
		SP:Iteration 84Q (8783.920000 sec): 3 clusters
  Score: Raw -3338636.273751 + Penalty 5004.150104 = -3333632.123647
  nChanged 6
		SP:Iteration 85Q (8783.990000 sec): 3 clusters
  Score: Raw -3338637.798988 + Penalty 5004.150104 = -3333633.648884
  nChanged 5
		SP:Iteration 86Q (8784.050000 sec): 3 clusters
  Score: Raw -3338639.133402 + Penalty 5004.150104 = -3333634.983298
  nChanged 4
		SP:Iteration 87Q (8784.110000 sec): 3 clusters
  Score: Raw -3338640.518397 + Penalty 5004.150104 = -3333636.368293
  nChanged 5
		SP:Iteration 88Q (8784.180000 sec): 3 clusters
  Score: Raw -3338642.321430 + Penalty 5004.150104 = -3333638.171325
  nChanged 4
		SP:Iteration 89Q (8784.240000 sec): 3 clusters
  Score: Raw -3338643.996222 + Penalty 5004.150104 = -3333639.846118
  nChanged 4
		SP:Iteration 90Q (8784.300000 sec): 3 clusters
  Score: Raw -3338645.358393 + Penalty 5004.150104 = -3333641.208289
  nChanged 2
		SP:Iteration 91Q (8784.370000 sec): 3 clusters
  Score: Raw -3338646.256074 + Penalty 5004.150104 = -3333642.105970
  nChanged 4
		SP:Iteration 92Q (8784.430000 sec): 3 clusters
  Score: Raw -3338647.632550 + Penalty 5004.150104 = -3333643.482446
  nChanged 1
		SP:Iteration 93Q (8784.490000 sec): 3 clusters
  Score: Raw -3338647.835441 + Penalty 5004.150104 = -3333643.685337
  nChanged 1
		SP:Iteration 94Q (8784.560000 sec): 3 clusters
  Score: Raw -3338648.139951 + Penalty 5004.150104 = -3333643.989847
  nChanged 2
		SP:Iteration 95Q (8784.620000 sec): 3 clusters
  Score: Raw -3338648.662753 + Penalty 5004.150104 = -3333644.512649
  nChanged 0
		SP:Iteration 96F (8784.710000 sec): 3 clusters
  Score: Raw -3338648.662753 + Penalty 5004.150104 = -3333644.512649
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 5 (3433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8784.730000 sec): 2 clusters
  Score: Raw -494000.591510 + Penalty 2019.015069 = -491981.576441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8784.740000 sec): 3 clusters
  Score: Raw -492534.210758 + Penalty 4038.030138 = -488496.180620
  nChanged 1252
		SP:Iteration 1F (8784.750000 sec): 3 clusters
  Score: Raw -493346.653952 + Penalty 4038.030138 = -489308.623815
  nChanged 258
		SP:Iteration 2F (8784.760000 sec): 3 clusters
  Score: Raw -493552.981891 + Penalty 4038.030138 = -489514.951754
  nChanged 191
		SP:Iteration 3F (8784.770000 sec): 3 clusters
  Score: Raw -493672.547121 + Penalty 4038.030138 = -489634.516983
  nChanged 122
		SP:Iteration 4Q (8784.790000 sec): 3 clusters
  Score: Raw -493746.826355 + Penalty 4038.030138 = -489708.796218
  nChanged 96
		SP:Iteration 5Q (8784.800000 sec): 3 clusters
  Score: Raw -493804.355962 + Penalty 4038.030138 = -489766.325824
  nChanged 91
		SP:Iteration 6Q (8784.810000 sec): 3 clusters
  Score: Raw -493863.279437 + Penalty 4038.030138 = -489825.249299
  nChanged 95
		SP:Iteration 7Q (8784.820000 sec): 3 clusters
  Score: Raw -493933.024863 + Penalty 4038.030138 = -489894.994725
  nChanged 95
		SP:Iteration 8Q (8784.830000 sec): 3 clusters
  Score: Raw -493998.959272 + Penalty 4038.030138 = -489960.929134
  nChanged 84
		SP:Iteration 9Q (8784.850000 sec): 3 clusters
  Score: Raw -494047.340359 + Penalty 4038.030138 = -490009.310222
  nChanged 62
		SP:Iteration 10Q (8784.860000 sec): 3 clusters
  Score: Raw -494084.068247 + Penalty 4038.030138 = -490046.038109
  nChanged 62
		SP:Iteration 11Q (8784.870000 sec): 3 clusters
  Score: Raw -494126.783989 + Penalty 4038.030138 = -490088.753851
  nChanged 63
		SP:Iteration 12Q (8784.880000 sec): 3 clusters
  Score: Raw -494165.913469 + Penalty 4038.030138 = -490127.883331
  nChanged 43
		SP:Iteration 13Q (8784.890000 sec): 3 clusters
  Score: Raw -494192.017255 + Penalty 4038.030138 = -490153.987117
  nChanged 44
		SP:Iteration 14Q (8784.910000 sec): 3 clusters
  Score: Raw -494218.221668 + Penalty 4038.030138 = -490180.191530
  nChanged 36
		SP:Iteration 15Q (8784.910000 sec): 3 clusters
  Score: Raw -494240.977826 + Penalty 4038.030138 = -490202.947688
  nChanged 39
		SP:Iteration 16Q (8784.930000 sec): 3 clusters
  Score: Raw -494264.842940 + Penalty 4038.030138 = -490226.812803
  nChanged 39
		SP:Iteration 17Q (8784.940000 sec): 3 clusters
  Score: Raw -494292.998286 + Penalty 4038.030138 = -490254.968148
  nChanged 47
		SP:Iteration 18Q (8784.950000 sec): 3 clusters
  Score: Raw -494332.364326 + Penalty 4038.030138 = -490294.334188
  nChanged 50
		SP:Iteration 19Q (8784.960000 sec): 3 clusters
  Score: Raw -494369.261491 + Penalty 4038.030138 = -490331.231353
  nChanged 40
		SP:Iteration 20F (8784.970000 sec): 3 clusters
  Score: Raw -494411.364049 + Penalty 4038.030138 = -490373.333912
  nChanged 46
		SP:Iteration 21Q (8784.990000 sec): 3 clusters
  Score: Raw -494451.999749 + Penalty 4038.030138 = -490413.969612
  nChanged 58
		SP:Iteration 22Q (8785.000000 sec): 3 clusters
  Score: Raw -494498.322200 + Penalty 4038.030138 = -490460.292062
  nChanged 65
		SP:Iteration 23Q (8785.010000 sec): 3 clusters
  Score: Raw -494556.417773 + Penalty 4038.030138 = -490518.387636
  nChanged 63
		SP:Iteration 24Q (8785.020000 sec): 3 clusters
  Score: Raw -494628.369917 + Penalty 4038.030138 = -490590.339780
  nChanged 65
		SP:Iteration 25Q (8785.030000 sec): 3 clusters
  Score: Raw -494696.098692 + Penalty 4038.030138 = -490658.068555
  nChanged 62
		SP:Iteration 26Q (8785.050000 sec): 3 clusters
  Score: Raw -494756.338111 + Penalty 4038.030138 = -490718.307973
  nChanged 63
		SP:Iteration 27Q (8785.060000 sec): 3 clusters
  Score: Raw -494821.462962 + Penalty 4038.030138 = -490783.432824
  nChanged 65
		SP:Iteration 28Q (8785.070000 sec): 3 clusters
  Score: Raw -494879.844497 + Penalty 4038.030138 = -490841.814360
  nChanged 54
		SP:Iteration 29Q (8785.080000 sec): 3 clusters
  Score: Raw -494924.118050 + Penalty 4038.030138 = -490886.087912
  nChanged 54
		SP:Iteration 30Q (8785.090000 sec): 3 clusters
  Score: Raw -494964.804519 + Penalty 4038.030138 = -490926.774382
  nChanged 53
		SP:Iteration 31Q (8785.100000 sec): 3 clusters
  Score: Raw -495014.336704 + Penalty 4038.030138 = -490976.306567
  nChanged 67
		SP:Iteration 32Q (8785.110000 sec): 3 clusters
  Score: Raw -495088.494367 + Penalty 4038.030138 = -491050.464230
  nChanged 73
		SP:Iteration 33Q (8785.120000 sec): 3 clusters
  Score: Raw -495173.402346 + Penalty 4038.030138 = -491135.372209
  nChanged 66
		SP:Iteration 34Q (8785.130000 sec): 3 clusters
  Score: Raw -495247.203790 + Penalty 4038.030138 = -491209.173653
  nChanged 69
		SP:Iteration 35Q (8785.150000 sec): 3 clusters
  Score: Raw -495314.428868 + Penalty 4038.030138 = -491276.398731
  nChanged 54
		SP:Iteration 36Q (8785.150000 sec): 3 clusters
  Score: Raw -495360.090227 + Penalty 4038.030138 = -491322.060089
  nChanged 50
		SP:Iteration 37Q (8785.170000 sec): 3 clusters
  Score: Raw -495404.630290 + Penalty 4038.030138 = -491366.600152
  nChanged 37
		SP:Iteration 38Q (8785.170000 sec): 3 clusters
  Score: Raw -495430.527793 + Penalty 4038.030138 = -491392.497655
  nChanged 37
		SP:Iteration 39Q (8785.190000 sec): 3 clusters
  Score: Raw -495462.535915 + Penalty 4038.030138 = -491424.505777
  nChanged 33
		SP:Iteration 40F (8785.200000 sec): 3 clusters
  Score: Raw -495497.049708 + Penalty 4038.030138 = -491459.019570
  nChanged 39
		SP:Iteration 41Q (8785.210000 sec): 3 clusters
  Score: Raw -495524.742768 + Penalty 4038.030138 = -491486.712630
  nChanged 38
		SP:Iteration 42Q (8785.220000 sec): 3 clusters
  Score: Raw -495554.420866 + Penalty 4038.030138 = -491516.390728
  nChanged 33
		SP:Iteration 43Q (8785.230000 sec): 3 clusters
  Score: Raw -495576.148669 + Penalty 4038.030138 = -491538.118532
  nChanged 31
		SP:Iteration 44Q (8785.240000 sec): 3 clusters
  Score: Raw -495593.741651 + Penalty 4038.030138 = -491555.711514
  nChanged 29
		SP:Iteration 45Q (8785.250000 sec): 3 clusters
  Score: Raw -495610.548239 + Penalty 4038.030138 = -491572.518101
  nChanged 31
		SP:Iteration 46Q (8785.260000 sec): 3 clusters
  Score: Raw -495633.381065 + Penalty 4038.030138 = -491595.350928
  nChanged 39
		SP:Iteration 47Q (8785.270000 sec): 3 clusters
  Score: Raw -495661.770294 + Penalty 4038.030138 = -491623.740156
  nChanged 28
		SP:Iteration 48Q (8785.280000 sec): 3 clusters
  Score: Raw -495679.883610 + Penalty 4038.030138 = -491641.853472
  nChanged 21
		SP:Iteration 49Q (8785.290000 sec): 3 clusters
  Score: Raw -495689.617563 + Penalty 4038.030138 = -491651.587426
  nChanged 13
		SP:Iteration 50Q (8785.290000 sec): 3 clusters
  Score: Raw -495696.370054 + Penalty 4038.030138 = -491658.339916
  nChanged 12
		SP:Iteration 51Q (8785.310000 sec): 3 clusters
  Score: Raw -495701.216185 + Penalty 4038.030138 = -491663.186048
  nChanged 7
		SP:Iteration 52Q (8785.310000 sec): 3 clusters
  Score: Raw -495703.901322 + Penalty 4038.030138 = -491665.871185
  nChanged 3
		SP:Iteration 53Q (8785.330000 sec): 3 clusters
  Score: Raw -495704.769359 + Penalty 4038.030138 = -491666.739221
  nChanged 7
		SP:Iteration 54Q (8785.330000 sec): 3 clusters
  Score: Raw -495707.382615 + Penalty 4038.030138 = -491669.352477
  nChanged 3
		SP:Iteration 55Q (8785.340000 sec): 3 clusters
  Score: Raw -495708.757104 + Penalty 4038.030138 = -491670.726967
  nChanged 4
		SP:Iteration 56Q (8785.350000 sec): 3 clusters
  Score: Raw -495710.113213 + Penalty 4038.030138 = -491672.083076
  nChanged 2
		SP:Iteration 57Q (8785.360000 sec): 3 clusters
  Score: Raw -495711.068061 + Penalty 4038.030138 = -491673.037923
  nChanged 2
		SP:Iteration 58Q (8785.370000 sec): 3 clusters
  Score: Raw -495711.896488 + Penalty 4038.030138 = -491673.866350
  nChanged 2
		SP:Iteration 59Q (8785.380000 sec): 3 clusters
  Score: Raw -495712.595184 + Penalty 4038.030138 = -491674.565047
  nChanged 2
		SP:Iteration 60F (8785.390000 sec): 3 clusters
  Score: Raw -495713.767951 + Penalty 4038.030138 = -491675.737813
  nChanged 3
		SP:Iteration 61Q (8785.400000 sec): 3 clusters
  Score: Raw -495714.323988 + Penalty 4038.030138 = -491676.293850
  nChanged 3
		SP:Iteration 62Q (8785.410000 sec): 3 clusters
  Score: Raw -495715.759532 + Penalty 4038.030138 = -491677.729395
  nChanged 2
		SP:Iteration 63Q (8785.420000 sec): 3 clusters
  Score: Raw -495717.069447 + Penalty 4038.030138 = -491679.039310
  nChanged 1
		SP:Iteration 64Q (8785.430000 sec): 3 clusters
  Score: Raw -495717.600718 + Penalty 4038.030138 = -491679.570581
  nChanged 2
		SP:Iteration 65Q (8785.440000 sec): 3 clusters
  Score: Raw -495718.055380 + Penalty 4038.030138 = -491680.025242
  nChanged 3
		SP:Iteration 66Q (8785.450000 sec): 3 clusters
  Score: Raw -495719.581400 + Penalty 4038.030138 = -491681.551262
  nChanged 1
		SP:Iteration 67Q (8785.460000 sec): 3 clusters
  Score: Raw -495720.002440 + Penalty 4038.030138 = -491681.972303
  nChanged 4
		SP:Iteration 68Q (8785.470000 sec): 3 clusters
  Score: Raw -495722.597957 + Penalty 4038.030138 = -491684.567820
  nChanged 7
		SP:Iteration 69Q (8785.480000 sec): 3 clusters
  Score: Raw -495726.421646 + Penalty 4038.030138 = -491688.391508
  nChanged 7
		SP:Iteration 70Q (8785.490000 sec): 3 clusters
  Score: Raw -495729.260885 + Penalty 4038.030138 = -491691.230747
  nChanged 3
		SP:Iteration 71Q (8785.500000 sec): 3 clusters
  Score: Raw -495730.269484 + Penalty 4038.030138 = -491692.239346
  nChanged 2
		SP:Iteration 72Q (8785.510000 sec): 3 clusters
  Score: Raw -495730.660404 + Penalty 4038.030138 = -491692.630267
  nChanged 0
		SP:Iteration 73F (8785.520000 sec): 3 clusters
  Score: Raw -495730.660404 + Penalty 4038.030138 = -491692.630267
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 6 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8785.530000 sec): 2 clusters
  Score: Raw -127093.954418 + Penalty 1675.141817 = -125418.812602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8785.530000 sec): 3 clusters
  Score: Raw -126974.881610 + Penalty 3350.283633 = -123624.597976
  nChanged 197
		SP:Iteration 1F (8785.530000 sec): 3 clusters
  Score: Raw -127257.424839 + Penalty 3350.283633 = -123907.141206
  nChanged 52
		SP:Iteration 2F (8785.530000 sec): 3 clusters
  Score: Raw -127361.262007 + Penalty 3350.283633 = -124010.978374
  nChanged 28
		SP:Iteration 3Q (8785.540000 sec): 3 clusters
  Score: Raw -127402.191591 + Penalty 3350.283633 = -124051.907957
  nChanged 12
		SP:Iteration 4Q (8785.540000 sec): 3 clusters
  Score: Raw -127417.438287 + Penalty 3350.283633 = -124067.154653
  nChanged 9
		SP:Iteration 5Q (8785.550000 sec): 3 clusters
  Score: Raw -127432.737442 + Penalty 3350.283633 = -124082.453809
  nChanged 9
		SP:Iteration 6Q (8785.550000 sec): 3 clusters
  Score: Raw -127443.861294 + Penalty 3350.283633 = -124093.577660
  nChanged 6
		SP:Iteration 7Q (8785.550000 sec): 3 clusters
  Score: Raw -127450.636352 + Penalty 3350.283633 = -124100.352718
  nChanged 5
		SP:Iteration 8Q (8785.550000 sec): 3 clusters
  Score: Raw -127457.555555 + Penalty 3350.283633 = -124107.271921
  nChanged 4
		SP:Iteration 9Q (8785.550000 sec): 3 clusters
  Score: Raw -127461.791984 + Penalty 3350.283633 = -124111.508350
  nChanged 1
		SP:Iteration 10Q (8785.560000 sec): 3 clusters
  Score: Raw -127465.504321 + Penalty 3350.283633 = -124115.220688
  nChanged 1
		SP:Iteration 11Q (8785.560000 sec): 3 clusters
  Score: Raw -127467.010353 + Penalty 3350.283633 = -124116.726720
  nChanged 1
		SP:Iteration 12Q (8785.570000 sec): 3 clusters
  Score: Raw -127470.630910 + Penalty 3350.283633 = -124120.347277
  nChanged 3
		SP:Iteration 13Q (8785.570000 sec): 3 clusters
  Score: Raw -127472.991745 + Penalty 3350.283633 = -124122.708111
  nChanged 0
		SP:Iteration 14F (8785.570000 sec): 3 clusters
  Score: Raw -127472.991745 + Penalty 3350.283633 = -124122.708111
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 7 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8785.570000 sec): 2 clusters
  Score: Raw -33431.175615 + Penalty 1378.093359 = -32053.082256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8785.570000 sec): 3 clusters
  Score: Raw -33646.254566 + Penalty 2756.186719 = -30890.067847
  nChanged 29
		SP:Iteration 1F (8785.570000 sec): 3 clusters
  Score: Raw -33741.567217 + Penalty 2756.186719 = -30985.380498
  nChanged 6
		SP:Iteration 2Q (8785.570000 sec): 3 clusters
  Score: Raw -33767.979039 + Penalty 2756.186719 = -31011.792320
  nChanged 2
		SP:Iteration 3Q (8785.580000 sec): 3 clusters
  Score: Raw -33774.344479 + Penalty 2756.186719 = -31018.157760
  nChanged 2
		SP:Iteration 4Q (8785.580000 sec): 3 clusters
  Score: Raw -33776.935076 + Penalty 2756.186719 = -31020.748357
  nChanged 2
		SP:Iteration 5Q (8785.580000 sec): 3 clusters
  Score: Raw -33782.605085 + Penalty 2756.186719 = -31026.418366
  nChanged 4
		SP:Iteration 6Q (8785.580000 sec): 3 clusters
  Score: Raw -33799.841171 + Penalty 2756.186719 = -31043.654452
  nChanged 4
		SP:Iteration 7Q (8785.580000 sec): 3 clusters
  Score: Raw -33815.151545 + Penalty 2756.186719 = -31058.964827
  nChanged 4
		SP:Iteration 8Q (8785.580000 sec): 3 clusters
  Score: Raw -33852.165753 + Penalty 2756.186719 = -31095.979035
  nChanged 4
		SP:Iteration 9Q (8785.580000 sec): 3 clusters
  Score: Raw -33876.250973 + Penalty 2756.186719 = -31120.064255
  nChanged 2
		SP:Iteration 10Q (8785.580000 sec): 3 clusters
  Score: Raw -33885.805993 + Penalty 2756.186719 = -31129.619275
  nChanged 1
		SP:Iteration 11Q (8785.580000 sec): 3 clusters
  Score: Raw -33890.535885 + Penalty 2756.186719 = -31134.349167
  nChanged 1
		SP:Iteration 12Q (8785.590000 sec): 3 clusters
  Score: Raw -33896.272636 + Penalty 2756.186719 = -31140.085918
  nChanged 0
		SP:Iteration 13F (8785.590000 sec): 3 clusters
  Score: Raw -33896.272636 + Penalty 2756.186719 = -31140.085918
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 8 (13795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8785.630000 sec): 2 clusters
  Score: Raw -2059139.694813 + Penalty 2363.951249 = -2056775.743564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8785.680000 sec): 3 clusters
  Score: Raw -2051309.200339 + Penalty 4727.902497 = -2046581.297841
  nChanged 5954
		SP:Iteration 1F (8785.730000 sec): 3 clusters
  Score: Raw -2054533.329156 + Penalty 4727.902497 = -2049805.426658
  nChanged 886
		SP:Iteration 2F (8785.780000 sec): 3 clusters
  Score: Raw -2054911.141550 + Penalty 4727.902497 = -2050183.239053
  nChanged 702
		SP:Iteration 3F (8785.830000 sec): 3 clusters
  Score: Raw -2055201.990665 + Penalty 4727.902497 = -2050474.088168
  nChanged 612
		SP:Iteration 4Q (8785.880000 sec): 3 clusters
  Score: Raw -2055477.292367 + Penalty 4727.902497 = -2050749.389869
  nChanged 576
		SP:Iteration 5Q (8785.930000 sec): 3 clusters
  Score: Raw -2055745.780321 + Penalty 4727.902497 = -2051017.877824
  nChanged 535
		SP:Iteration 6Q (8785.970000 sec): 3 clusters
  Score: Raw -2056021.621163 + Penalty 4727.902497 = -2051293.718666
  nChanged 544
		SP:Iteration 7Q (8786.020000 sec): 3 clusters
  Score: Raw -2056333.586387 + Penalty 4727.902497 = -2051605.683889
  nChanged 583
		SP:Iteration 8Q (8786.070000 sec): 3 clusters
  Score: Raw -2056720.057914 + Penalty 4727.902497 = -2051992.155416
  nChanged 626
		SP:Iteration 9Q (8786.120000 sec): 3 clusters
  Score: Raw -2057167.183606 + Penalty 4727.902497 = -2052439.281108
  nChanged 550
		SP:Iteration 10Q (8786.170000 sec): 3 clusters
  Score: Raw -2057560.533513 + Penalty 4727.902497 = -2052832.631016
  nChanged 516
		SP:Iteration 11Q (8786.210000 sec): 3 clusters
  Score: Raw -2057895.982265 + Penalty 4727.902497 = -2053168.079768
  nChanged 412
		SP:Iteration 12Q (8786.260000 sec): 3 clusters
  Score: Raw -2058171.197006 + Penalty 4727.902497 = -2053443.294508
  nChanged 357
		SP:Iteration 13Q (8786.310000 sec): 3 clusters
  Score: Raw -2058416.374344 + Penalty 4727.902497 = -2053688.471847
  nChanged 293
		SP:Iteration 14Q (8786.350000 sec): 3 clusters
  Score: Raw -2058589.920833 + Penalty 4727.902497 = -2053862.018336
  nChanged 241
		SP:Iteration 15Q (8786.390000 sec): 3 clusters
  Score: Raw -2058730.472864 + Penalty 4727.902497 = -2054002.570366
  nChanged 190
		SP:Iteration 16Q (8786.430000 sec): 3 clusters
  Score: Raw -2058833.070055 + Penalty 4727.902497 = -2054105.167557
  nChanged 158
		SP:Iteration 17Q (8786.480000 sec): 3 clusters
  Score: Raw -2058914.072183 + Penalty 4727.902497 = -2054186.169686
  nChanged 143
		SP:Iteration 18Q (8786.520000 sec): 3 clusters
  Score: Raw -2058981.218198 + Penalty 4727.902497 = -2054253.315701
  nChanged 113
		SP:Iteration 19Q (8786.560000 sec): 3 clusters
  Score: Raw -2059026.190950 + Penalty 4727.902497 = -2054298.288452
  nChanged 91
		SP:Iteration 20F (8786.610000 sec): 3 clusters
  Score: Raw -2059068.544105 + Penalty 4727.902497 = -2054340.641608
  nChanged 96
		SP:Iteration 21Q (8786.650000 sec): 3 clusters
  Score: Raw -2059114.253489 + Penalty 4727.902497 = -2054386.350992
  nChanged 90
		SP:Iteration 22Q (8786.690000 sec): 3 clusters
  Score: Raw -2059158.498326 + Penalty 4727.902497 = -2054430.595828
  nChanged 75
		SP:Iteration 23Q (8786.730000 sec): 3 clusters
  Score: Raw -2059191.960090 + Penalty 4727.902497 = -2054464.057593
  nChanged 73
		SP:Iteration 24Q (8786.770000 sec): 3 clusters
  Score: Raw -2059224.413768 + Penalty 4727.902497 = -2054496.511271
  nChanged 65
		SP:Iteration 25Q (8786.800000 sec): 3 clusters
  Score: Raw -2059255.134376 + Penalty 4727.902497 = -2054527.231879
  nChanged 67
		SP:Iteration 26Q (8786.840000 sec): 3 clusters
  Score: Raw -2059285.129306 + Penalty 4727.902497 = -2054557.226808
  nChanged 56
		SP:Iteration 27Q (8786.880000 sec): 3 clusters
  Score: Raw -2059310.964145 + Penalty 4727.902497 = -2054583.061648
  nChanged 55
		SP:Iteration 28Q (8786.920000 sec): 3 clusters
  Score: Raw -2059335.960878 + Penalty 4727.902497 = -2054608.058380
  nChanged 45
		SP:Iteration 29Q (8786.960000 sec): 3 clusters
  Score: Raw -2059360.284310 + Penalty 4727.902497 = -2054632.381812
  nChanged 33
		SP:Iteration 30Q (8787.000000 sec): 3 clusters
  Score: Raw -2059378.530157 + Penalty 4727.902497 = -2054650.627659
  nChanged 37
		SP:Iteration 31Q (8787.030000 sec): 3 clusters
  Score: Raw -2059397.935423 + Penalty 4727.902497 = -2054670.032925
  nChanged 29
		SP:Iteration 32Q (8787.070000 sec): 3 clusters
  Score: Raw -2059411.796450 + Penalty 4727.902497 = -2054683.893953
  nChanged 23
		SP:Iteration 33Q (8787.110000 sec): 3 clusters
  Score: Raw -2059421.791758 + Penalty 4727.902497 = -2054693.889261
  nChanged 20
		SP:Iteration 34Q (8787.150000 sec): 3 clusters
  Score: Raw -2059430.929208 + Penalty 4727.902497 = -2054703.026710
  nChanged 21
		SP:Iteration 35Q (8787.190000 sec): 3 clusters
  Score: Raw -2059440.387634 + Penalty 4727.902497 = -2054712.485136
  nChanged 23
		SP:Iteration 36Q (8787.220000 sec): 3 clusters
  Score: Raw -2059453.827247 + Penalty 4727.902497 = -2054725.924749
  nChanged 30
		SP:Iteration 37Q (8787.260000 sec): 3 clusters
  Score: Raw -2059468.095807 + Penalty 4727.902497 = -2054740.193310
  nChanged 25
		SP:Iteration 38Q (8787.300000 sec): 3 clusters
  Score: Raw -2059480.015710 + Penalty 4727.902497 = -2054752.113213
  nChanged 22
		SP:Iteration 39Q (8787.330000 sec): 3 clusters
  Score: Raw -2059491.593613 + Penalty 4727.902497 = -2054763.691116
  nChanged 20
		SP:Iteration 40F (8787.380000 sec): 3 clusters
  Score: Raw -2059499.079512 + Penalty 4727.902497 = -2054771.177015
  nChanged 6
		SP:Iteration 41Q (8787.420000 sec): 3 clusters
  Score: Raw -2059501.823225 + Penalty 4727.902497 = -2054773.920727
  nChanged 7
		SP:Iteration 42Q (8787.450000 sec): 3 clusters
  Score: Raw -2059505.367639 + Penalty 4727.902497 = -2054777.465142
  nChanged 6
		SP:Iteration 43Q (8787.490000 sec): 3 clusters
  Score: Raw -2059507.329453 + Penalty 4727.902497 = -2054779.426956
  nChanged 3
		SP:Iteration 44Q (8787.530000 sec): 3 clusters
  Score: Raw -2059508.951512 + Penalty 4727.902497 = -2054781.049014
  nChanged 3
		SP:Iteration 45Q (8787.570000 sec): 3 clusters
  Score: Raw -2059510.053058 + Penalty 4727.902497 = -2054782.150561
  nChanged 1
		SP:Iteration 46Q (8787.610000 sec): 3 clusters
  Score: Raw -2059510.404495 + Penalty 4727.902497 = -2054782.501998
  nChanged 2
		SP:Iteration 47Q (8787.640000 sec): 3 clusters
  Score: Raw -2059511.763002 + Penalty 4727.902497 = -2054783.860505
  nChanged 7
		SP:Iteration 48Q (8787.680000 sec): 3 clusters
  Score: Raw -2059514.279419 + Penalty 4727.902497 = -2054786.376921
  nChanged 9
		SP:Iteration 49Q (8787.720000 sec): 3 clusters
  Score: Raw -2059518.279651 + Penalty 4727.902497 = -2054790.377154
  nChanged 6
		SP:Iteration 50Q (8787.760000 sec): 3 clusters
  Score: Raw -2059520.096848 + Penalty 4727.902497 = -2054792.194351
  nChanged 4
		SP:Iteration 51Q (8787.790000 sec): 3 clusters
  Score: Raw -2059521.824885 + Penalty 4727.902497 = -2054793.922388
  nChanged 3
		SP:Iteration 52Q (8787.830000 sec): 3 clusters
  Score: Raw -2059523.365087 + Penalty 4727.902497 = -2054795.462590
  nChanged 0
		SP:Iteration 53F (8787.880000 sec): 3 clusters
  Score: Raw -2059523.365087 + Penalty 4727.902497 = -2054795.462590
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 9 (69762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8788.110000 sec): 2 clusters
  Score: Raw -10201756.024203 + Penalty 2765.905493 = -10198990.118710
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8788.370000 sec): 3 clusters
  Score: Raw -10157738.212453 + Penalty 5531.810985 = -10152206.401468
  nChanged 32596
		SP:Iteration 1F (8788.630000 sec): 3 clusters
  Score: Raw -10176482.837969 + Penalty 5531.810985 = -10170951.026984
  nChanged 3370
		SP:Iteration 2Q (8788.890000 sec): 3 clusters
  Score: Raw -10177850.920492 + Penalty 5531.810985 = -10172319.109507
  nChanged 4080
		SP:Iteration 3F (8789.150000 sec): 3 clusters
  Score: Raw -10179960.765781 + Penalty 5531.810985 = -10174428.954796
  nChanged 4949
		SP:Iteration 4F (8789.410000 sec): 3 clusters
  Score: Raw -10183168.423150 + Penalty 5531.810985 = -10177636.612165
  nChanged 5485
		SP:Iteration 5F (8789.660000 sec): 3 clusters
  Score: Raw -10187374.374758 + Penalty 5531.810985 = -10181842.563773
  nChanged 5310
		SP:Iteration 6F (8789.920000 sec): 3 clusters
  Score: Raw -10191789.336070 + Penalty 5531.810985 = -10186257.525085
  nChanged 4501
		SP:Iteration 7F (8790.180000 sec): 3 clusters
  Score: Raw -10195859.788704 + Penalty 5531.810985 = -10190327.977719
  nChanged 3252
		SP:Iteration 8Q (8790.440000 sec): 3 clusters
  Score: Raw -10198808.637953 + Penalty 5531.810985 = -10193276.826968
  nChanged 1947
		SP:Iteration 9Q (8790.680000 sec): 3 clusters
  Score: Raw -10200535.366965 + Penalty 5531.810985 = -10195003.555980
  nChanged 973
		SP:Iteration 10Q (8790.920000 sec): 3 clusters
  Score: Raw -10201338.905283 + Penalty 5531.810985 = -10195807.094298
  nChanged 424
		SP:Iteration 11Q (8791.130000 sec): 3 clusters
  Score: Raw -10201675.445880 + Penalty 5531.810985 = -10196143.634895
  nChanged 204
		SP:Iteration 12Q (8791.330000 sec): 3 clusters
  Score: Raw -10201855.740596 + Penalty 5531.810985 = -10196323.929611
  nChanged 126
		SP:Iteration 13Q (8791.520000 sec): 3 clusters
  Score: Raw -10201962.738946 + Penalty 5531.810985 = -10196430.927961
  nChanged 63
		SP:Iteration 14Q (8791.710000 sec): 3 clusters
  Score: Raw -10202021.956496 + Penalty 5531.810985 = -10196490.145511
  nChanged 43
		SP:Iteration 15Q (8791.900000 sec): 3 clusters
  Score: Raw -10202065.158021 + Penalty 5531.810985 = -10196533.347036
  nChanged 36
		SP:Iteration 16Q (8792.090000 sec): 3 clusters
  Score: Raw -10202101.349739 + Penalty 5531.810985 = -10196569.538754
  nChanged 19
		SP:Iteration 17Q (8792.270000 sec): 3 clusters
  Score: Raw -10202118.397824 + Penalty 5531.810985 = -10196586.586839
  nChanged 11
		SP:Iteration 18Q (8792.460000 sec): 3 clusters
  Score: Raw -10202126.911164 + Penalty 5531.810985 = -10196595.100179
  nChanged 6
		SP:Iteration 19Q (8792.640000 sec): 3 clusters
  Score: Raw -10202133.042201 + Penalty 5531.810985 = -10196601.231216
  nChanged 5
		SP:Iteration 20F (8792.900000 sec): 3 clusters
  Score: Raw -10202137.807120 + Penalty 5531.810985 = -10196605.996135
  nChanged 7
		SP:Iteration 21Q (8793.080000 sec): 3 clusters
  Score: Raw -10202145.049047 + Penalty 5531.810985 = -10196613.238062
  nChanged 8
		SP:Iteration 22Q (8793.260000 sec): 3 clusters
  Score: Raw -10202151.545614 + Penalty 5531.810985 = -10196619.734629
  nChanged 4
		SP:Iteration 23Q (8793.450000 sec): 3 clusters
  Score: Raw -10202156.473148 + Penalty 5531.810985 = -10196624.662163
  nChanged 6
		SP:Iteration 24Q (8793.640000 sec): 3 clusters
  Score: Raw -10202163.395938 + Penalty 5531.810985 = -10196631.584953
  nChanged 8
		SP:Iteration 25Q (8793.820000 sec): 3 clusters
  Score: Raw -10202175.464932 + Penalty 5531.810985 = -10196643.653947
  nChanged 5
		SP:Iteration 26Q (8794.010000 sec): 3 clusters
  Score: Raw -10202178.417185 + Penalty 5531.810985 = -10196646.606200
  nChanged 5
		SP:Iteration 27Q (8794.190000 sec): 3 clusters
  Score: Raw -10202181.901259 + Penalty 5531.810985 = -10196650.090274
  nChanged 3
		SP:Iteration 28Q (8794.370000 sec): 3 clusters
  Score: Raw -10202183.652035 + Penalty 5531.810985 = -10196651.841050
  nChanged 4
		SP:Iteration 29Q (8794.560000 sec): 3 clusters
  Score: Raw -10202188.759269 + Penalty 5531.810985 = -10196656.948284
  nChanged 1
		SP:Iteration 30Q (8794.740000 sec): 3 clusters
  Score: Raw -10202190.686743 + Penalty 5531.810985 = -10196658.875758
  nChanged 2
		SP:Iteration 31Q (8794.920000 sec): 3 clusters
  Score: Raw -10202193.132178 + Penalty 5531.810985 = -10196661.321193
  nChanged 2
		SP:Iteration 32Q (8795.100000 sec): 3 clusters
  Score: Raw -10202195.471168 + Penalty 5531.810985 = -10196663.660183
  nChanged 1
		SP:Iteration 33Q (8795.290000 sec): 3 clusters
  Score: Raw -10202196.437965 + Penalty 5531.810985 = -10196664.626980
  nChanged 0
		SP:Iteration 34F (8795.540000 sec): 3 clusters
  Score: Raw -10202196.437965 + Penalty 5531.810985 = -10196664.626980
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 10 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8795.580000 sec): 2 clusters
  Score: Raw -386377.095702 + Penalty 1961.826472 = -384415.269230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8795.590000 sec): 3 clusters
  Score: Raw -385254.617341 + Penalty 3923.652944 = -381330.964397
  nChanged 926
		SP:Iteration 1F (8795.600000 sec): 3 clusters
  Score: Raw -385876.985708 + Penalty 3923.652944 = -381953.332764
  nChanged 216
		SP:Iteration 2F (8795.600000 sec): 3 clusters
  Score: Raw -386034.419999 + Penalty 3923.652944 = -382110.767055
  nChanged 122
		SP:Iteration 3Q (8795.620000 sec): 3 clusters
  Score: Raw -386110.615252 + Penalty 3923.652944 = -382186.962308
  nChanged 72
		SP:Iteration 4Q (8795.620000 sec): 3 clusters
  Score: Raw -386154.482822 + Penalty 3923.652944 = -382230.829878
  nChanged 55
		SP:Iteration 5Q (8795.630000 sec): 3 clusters
  Score: Raw -386187.274875 + Penalty 3923.652944 = -382263.621931
  nChanged 48
		SP:Iteration 6Q (8795.640000 sec): 3 clusters
  Score: Raw -386213.693904 + Penalty 3923.652944 = -382290.040960
  nChanged 31
		SP:Iteration 7Q (8795.650000 sec): 3 clusters
  Score: Raw -386231.746700 + Penalty 3923.652944 = -382308.093756
  nChanged 25
		SP:Iteration 8Q (8795.660000 sec): 3 clusters
  Score: Raw -386245.506926 + Penalty 3923.652944 = -382321.853982
  nChanged 24
		SP:Iteration 9Q (8795.670000 sec): 3 clusters
  Score: Raw -386257.070471 + Penalty 3923.652944 = -382333.417527
  nChanged 22
		SP:Iteration 10Q (8795.680000 sec): 3 clusters
  Score: Raw -386266.087437 + Penalty 3923.652944 = -382342.434493
  nChanged 20
		SP:Iteration 11Q (8795.690000 sec): 3 clusters
  Score: Raw -386275.875997 + Penalty 3923.652944 = -382352.223054
  nChanged 14
		SP:Iteration 12Q (8795.700000 sec): 3 clusters
  Score: Raw -386283.542043 + Penalty 3923.652944 = -382359.889099
  nChanged 12
		SP:Iteration 13Q (8795.710000 sec): 3 clusters
  Score: Raw -386288.510707 + Penalty 3923.652944 = -382364.857763
  nChanged 7
		SP:Iteration 14Q (8795.720000 sec): 3 clusters
  Score: Raw -386291.970481 + Penalty 3923.652944 = -382368.317537
  nChanged 8
		SP:Iteration 15Q (8795.730000 sec): 3 clusters
  Score: Raw -386295.191934 + Penalty 3923.652944 = -382371.538990
  nChanged 4
		SP:Iteration 16Q (8795.740000 sec): 3 clusters
  Score: Raw -386296.697707 + Penalty 3923.652944 = -382373.044763
  nChanged 5
		SP:Iteration 17Q (8795.740000 sec): 3 clusters
  Score: Raw -386299.661522 + Penalty 3923.652944 = -382376.008578
  nChanged 5
		SP:Iteration 18Q (8795.760000 sec): 3 clusters
  Score: Raw -386302.008586 + Penalty 3923.652944 = -382378.355642
  nChanged 3
		SP:Iteration 19Q (8795.760000 sec): 3 clusters
  Score: Raw -386302.608831 + Penalty 3923.652944 = -382378.955887
  nChanged 2
		SP:Iteration 20F (8795.770000 sec): 3 clusters
  Score: Raw -386303.469331 + Penalty 3923.652944 = -382379.816387
  nChanged 2
		SP:Iteration 21Q (8795.780000 sec): 3 clusters
  Score: Raw -386303.895071 + Penalty 3923.652944 = -382380.242128
  nChanged 1
		SP:Iteration 22Q (8795.790000 sec): 3 clusters
  Score: Raw -386304.159741 + Penalty 3923.652944 = -382380.506798
  nChanged 1
		SP:Iteration 23Q (8795.800000 sec): 3 clusters
  Score: Raw -386304.647081 + Penalty 3923.652944 = -382380.994137
  nChanged 2
		SP:Iteration 24Q (8795.810000 sec): 3 clusters
  Score: Raw -386306.135087 + Penalty 3923.652944 = -382382.482143
  nChanged 5
		SP:Iteration 25Q (8795.820000 sec): 3 clusters
  Score: Raw -386307.697533 + Penalty 3923.652944 = -382384.044589
  nChanged 4
		SP:Iteration 26Q (8795.830000 sec): 3 clusters
  Score: Raw -386308.857542 + Penalty 3923.652944 = -382385.204598
  nChanged 3
		SP:Iteration 27Q (8795.840000 sec): 3 clusters
  Score: Raw -386309.600698 + Penalty 3923.652944 = -382385.947755
  nChanged 1
		SP:Iteration 28Q (8795.850000 sec): 3 clusters
  Score: Raw -386309.914883 + Penalty 3923.652944 = -382386.261939
  nChanged 2
		SP:Iteration 29Q (8795.860000 sec): 3 clusters
  Score: Raw -386310.303185 + Penalty 3923.652944 = -382386.650241
  nChanged 1
		SP:Iteration 30Q (8795.870000 sec): 3 clusters
  Score: Raw -386310.427383 + Penalty 3923.652944 = -382386.774439
  nChanged 1
		SP:Iteration 31Q (8795.880000 sec): 3 clusters
  Score: Raw -386310.753870 + Penalty 3923.652944 = -382387.100927
  nChanged 2
		SP:Iteration 32Q (8795.880000 sec): 3 clusters
  Score: Raw -386311.313692 + Penalty 3923.652944 = -382387.660748
  nChanged 3
		SP:Iteration 33Q (8795.900000 sec): 3 clusters
  Score: Raw -386312.562042 + Penalty 3923.652944 = -382388.909099
  nChanged 2
		SP:Iteration 34Q (8795.900000 sec): 3 clusters
  Score: Raw -386313.948985 + Penalty 3923.652944 = -382390.296041
  nChanged 1
		SP:Iteration 35Q (8795.920000 sec): 3 clusters
  Score: Raw -386314.207139 + Penalty 3923.652944 = -382390.554195
  nChanged 1
		SP:Iteration 36Q (8795.920000 sec): 3 clusters
  Score: Raw -386314.528027 + Penalty 3923.652944 = -382390.875084
  nChanged 1
		SP:Iteration 37Q (8795.930000 sec): 3 clusters
  Score: Raw -386314.637164 + Penalty 3923.652944 = -382390.984221
  nChanged 0
		SP:Iteration 38F (8795.940000 sec): 3 clusters
  Score: Raw -386314.637164 + Penalty 3923.652944 = -382390.984221
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 11 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8795.950000 sec): 2 clusters
  Score: Raw -169141.147033 + Penalty 1747.136469 = -167394.010564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8795.950000 sec): 3 clusters
  Score: Raw -168867.316931 + Penalty 3494.272938 = -165373.043993
  nChanged 302
		SP:Iteration 1F (8795.960000 sec): 3 clusters
  Score: Raw -169139.873561 + Penalty 3494.272938 = -165645.600623
  nChanged 72
		SP:Iteration 2F (8795.960000 sec): 3 clusters
  Score: Raw -169218.171854 + Penalty 3494.272938 = -165723.898916
  nChanged 30
		SP:Iteration 3Q (8795.960000 sec): 3 clusters
  Score: Raw -169251.287913 + Penalty 3494.272938 = -165757.014975
  nChanged 21
		SP:Iteration 4Q (8795.970000 sec): 3 clusters
  Score: Raw -169275.307265 + Penalty 3494.272938 = -165781.034327
  nChanged 14
		SP:Iteration 5Q (8795.970000 sec): 3 clusters
  Score: Raw -169288.309109 + Penalty 3494.272938 = -165794.036171
  nChanged 10
		SP:Iteration 6Q (8795.980000 sec): 3 clusters
  Score: Raw -169299.287511 + Penalty 3494.272938 = -165805.014573
  nChanged 7
		SP:Iteration 7Q (8795.980000 sec): 3 clusters
  Score: Raw -169305.054600 + Penalty 3494.272938 = -165810.781662
  nChanged 3
		SP:Iteration 8Q (8795.980000 sec): 3 clusters
  Score: Raw -169306.151767 + Penalty 3494.272938 = -165811.878829
  nChanged 3
		SP:Iteration 9Q (8795.990000 sec): 3 clusters
  Score: Raw -169309.085449 + Penalty 3494.272938 = -165814.812510
  nChanged 4
		SP:Iteration 10Q (8795.990000 sec): 3 clusters
  Score: Raw -169312.938422 + Penalty 3494.272938 = -165818.665484
  nChanged 4
		SP:Iteration 11Q (8796.000000 sec): 3 clusters
  Score: Raw -169317.103309 + Penalty 3494.272938 = -165822.830371
  nChanged 3
		SP:Iteration 12Q (8796.000000 sec): 3 clusters
  Score: Raw -169319.789874 + Penalty 3494.272938 = -165825.516936
  nChanged 4
		SP:Iteration 13Q (8796.000000 sec): 3 clusters
  Score: Raw -169323.573023 + Penalty 3494.272938 = -165829.300085
  nChanged 4
		SP:Iteration 14Q (8796.010000 sec): 3 clusters
  Score: Raw -169328.358306 + Penalty 3494.272938 = -165834.085368
  nChanged 6
		SP:Iteration 15Q (8796.010000 sec): 3 clusters
  Score: Raw -169334.898745 + Penalty 3494.272938 = -165840.625807
  nChanged 7
		SP:Iteration 16Q (8796.020000 sec): 3 clusters
  Score: Raw -169341.378820 + Penalty 3494.272938 = -165847.105882
  nChanged 2
		SP:Iteration 17Q (8796.020000 sec): 3 clusters
  Score: Raw -169344.272707 + Penalty 3494.272938 = -165849.999769
  nChanged 6
		SP:Iteration 18Q (8796.020000 sec): 3 clusters
  Score: Raw -169350.271734 + Penalty 3494.272938 = -165855.998795
  nChanged 4
		SP:Iteration 19Q (8796.030000 sec): 3 clusters
  Score: Raw -169354.957013 + Penalty 3494.272938 = -165860.684075
  nChanged 3
		SP:Iteration 20F (8796.030000 sec): 3 clusters
  Score: Raw -169359.253638 + Penalty 3494.272938 = -165864.980700
  nChanged 2
		SP:Iteration 21Q (8796.040000 sec): 3 clusters
  Score: Raw -169360.931221 + Penalty 3494.272938 = -165866.658283
  nChanged 3
		SP:Iteration 22Q (8796.040000 sec): 3 clusters
  Score: Raw -169367.023728 + Penalty 3494.272938 = -165872.750790
  nChanged 4
		SP:Iteration 23Q (8796.040000 sec): 3 clusters
  Score: Raw -169372.161867 + Penalty 3494.272938 = -165877.888929
  nChanged 2
		SP:Iteration 24Q (8796.050000 sec): 3 clusters
  Score: Raw -169374.715266 + Penalty 3494.272938 = -165880.442328
  nChanged 1
		SP:Iteration 25Q (8796.050000 sec): 3 clusters
  Score: Raw -169375.207863 + Penalty 3494.272938 = -165880.934925
  nChanged 2
		SP:Iteration 26Q (8796.050000 sec): 3 clusters
  Score: Raw -169378.278404 + Penalty 3494.272938 = -165884.005466
  nChanged 1
		SP:Iteration 27Q (8796.060000 sec): 3 clusters
  Score: Raw -169381.731275 + Penalty 3494.272938 = -165887.458337
  nChanged 6
		SP:Iteration 28Q (8796.060000 sec): 3 clusters
  Score: Raw -169391.372612 + Penalty 3494.272938 = -165897.099674
  nChanged 8
		SP:Iteration 29Q (8796.060000 sec): 3 clusters
  Score: Raw -169401.295888 + Penalty 3494.272938 = -165907.022950
  nChanged 5
		SP:Iteration 30Q (8796.070000 sec): 3 clusters
  Score: Raw -169407.252119 + Penalty 3494.272938 = -165912.979181
  nChanged 3
		SP:Iteration 31Q (8796.070000 sec): 3 clusters
  Score: Raw -169410.978163 + Penalty 3494.272938 = -165916.705225
  nChanged 1
		SP:Iteration 32Q (8796.080000 sec): 3 clusters
  Score: Raw -169412.256325 + Penalty 3494.272938 = -165917.983387
  nChanged 1
		SP:Iteration 33Q (8796.080000 sec): 3 clusters
  Score: Raw -169412.923052 + Penalty 3494.272938 = -165918.650114
  nChanged 1
		SP:Iteration 34Q (8796.080000 sec): 3 clusters
  Score: Raw -169413.499256 + Penalty 3494.272938 = -165919.226318
  nChanged 2
		SP:Iteration 35Q (8796.090000 sec): 3 clusters
  Score: Raw -169414.570655 + Penalty 3494.272938 = -165920.297717
  nChanged 0
		SP:Iteration 36F (8796.090000 sec): 3 clusters
  Score: Raw -169414.570655 + Penalty 3494.272938 = -165920.297717
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 12 (1842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8796.100000 sec): 2 clusters
  Score: Raw -257203.131277 + Penalty 1864.614590 = -255338.516687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8796.110000 sec): 3 clusters
  Score: Raw -256611.474326 + Penalty 3729.229180 = -252882.245146
  nChanged 579
		SP:Iteration 1F (8796.110000 sec): 3 clusters
  Score: Raw -257367.294476 + Penalty 3729.229180 = -253638.065296
  nChanged 204
		SP:Iteration 2F (8796.120000 sec): 3 clusters
  Score: Raw -257834.325330 + Penalty 3729.229180 = -254105.096151
  nChanged 169
		SP:Iteration 3F (8796.120000 sec): 3 clusters
  Score: Raw -258119.612108 + Penalty 3729.229180 = -254390.382928
  nChanged 112
		SP:Iteration 4F (8796.130000 sec): 3 clusters
  Score: Raw -258368.136381 + Penalty 3729.229180 = -254638.907201
  nChanged 100
		SP:Iteration 5F (8796.140000 sec): 3 clusters
  Score: Raw -258588.408398 + Penalty 3729.229180 = -254859.179219
  nChanged 59
		SP:Iteration 6Q (8796.140000 sec): 3 clusters
  Score: Raw -258705.536108 + Penalty 3729.229180 = -254976.306928
  nChanged 42
		SP:Iteration 7Q (8796.150000 sec): 3 clusters
  Score: Raw -258784.601748 + Penalty 3729.229180 = -255055.372568
  nChanged 22
		SP:Iteration 8Q (8796.160000 sec): 3 clusters
  Score: Raw -258814.816649 + Penalty 3729.229180 = -255085.587469
  nChanged 10
		SP:Iteration 9Q (8796.160000 sec): 3 clusters
  Score: Raw -258826.729664 + Penalty 3729.229180 = -255097.500485
  nChanged 7
		SP:Iteration 10Q (8796.170000 sec): 3 clusters
  Score: Raw -258831.919522 + Penalty 3729.229180 = -255102.690342
  nChanged 3
		SP:Iteration 11Q (8796.170000 sec): 3 clusters
  Score: Raw -258834.903162 + Penalty 3729.229180 = -255105.673982
  nChanged 0
		SP:Iteration 12F (8796.180000 sec): 3 clusters
  Score: Raw -258834.903162 + Penalty 3729.229180 = -255105.673982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 13 (10860 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8796.220000 sec): 2 clusters
  Score: Raw -1659453.063701 + Penalty 2304.624715 = -1657148.438986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8796.250000 sec): 3 clusters
  Score: Raw -1653460.682295 + Penalty 4609.249430 = -1648851.432865
  nChanged 4541
		SP:Iteration 1F (8796.290000 sec): 3 clusters
  Score: Raw -1655827.379096 + Penalty 4609.249430 = -1651218.129666
  nChanged 673
		SP:Iteration 2F (8796.330000 sec): 3 clusters
  Score: Raw -1656111.847427 + Penalty 4609.249430 = -1651502.597997
  nChanged 520
		SP:Iteration 3Q (8796.360000 sec): 3 clusters
  Score: Raw -1656309.260208 + Penalty 4609.249430 = -1651700.010778
  nChanged 397
		SP:Iteration 4Q (8796.400000 sec): 3 clusters
  Score: Raw -1656441.578569 + Penalty 4609.249430 = -1651832.329139
  nChanged 323
		SP:Iteration 5Q (8796.440000 sec): 3 clusters
  Score: Raw -1656556.521437 + Penalty 4609.249430 = -1651947.272007
  nChanged 304
		SP:Iteration 6Q (8796.480000 sec): 3 clusters
  Score: Raw -1656674.777762 + Penalty 4609.249430 = -1652065.528332
  nChanged 334
		SP:Iteration 7Q (8796.510000 sec): 3 clusters
  Score: Raw -1656815.123124 + Penalty 4609.249430 = -1652205.873693
  nChanged 362
		SP:Iteration 8Q (8796.550000 sec): 3 clusters
  Score: Raw -1656976.001582 + Penalty 4609.249430 = -1652366.752151
  nChanged 402
		SP:Iteration 9Q (8796.590000 sec): 3 clusters
  Score: Raw -1657169.728975 + Penalty 4609.249430 = -1652560.479545
  nChanged 422
		SP:Iteration 10Q (8796.630000 sec): 3 clusters
  Score: Raw -1657390.392629 + Penalty 4609.249430 = -1652781.143199
  nChanged 478
		SP:Iteration 11Q (8796.660000 sec): 3 clusters
  Score: Raw -1657694.118152 + Penalty 4609.249430 = -1653084.868722
  nChanged 512
		SP:Iteration 12Q (8796.700000 sec): 3 clusters
  Score: Raw -1658057.694885 + Penalty 4609.249430 = -1653448.445455
  nChanged 483
		SP:Iteration 13Q (8796.740000 sec): 3 clusters
  Score: Raw -1658433.988041 + Penalty 4609.249430 = -1653824.738610
  nChanged 455
		SP:Iteration 14Q (8796.780000 sec): 3 clusters
  Score: Raw -1658825.055687 + Penalty 4609.249430 = -1654215.806257
  nChanged 347
		SP:Iteration 15Q (8796.810000 sec): 3 clusters
  Score: Raw -1659114.521076 + Penalty 4609.249430 = -1654505.271646
  nChanged 250
		SP:Iteration 16Q (8796.840000 sec): 3 clusters
  Score: Raw -1659334.734387 + Penalty 4609.249430 = -1654725.484956
  nChanged 147
		SP:Iteration 17Q (8796.880000 sec): 3 clusters
  Score: Raw -1659476.663842 + Penalty 4609.249430 = -1654867.414412
  nChanged 102
		SP:Iteration 18Q (8796.910000 sec): 3 clusters
  Score: Raw -1659583.365267 + Penalty 4609.249430 = -1654974.115837
  nChanged 58
		SP:Iteration 19Q (8796.940000 sec): 3 clusters
  Score: Raw -1659647.632874 + Penalty 4609.249430 = -1655038.383444
  nChanged 37
		SP:Iteration 20F (8796.980000 sec): 3 clusters
  Score: Raw -1659678.604075 + Penalty 4609.249430 = -1655069.354645
  nChanged 24
		SP:Iteration 21Q (8797.010000 sec): 3 clusters
  Score: Raw -1659707.708300 + Penalty 4609.249430 = -1655098.458869
  nChanged 24
		SP:Iteration 22Q (8797.040000 sec): 3 clusters
  Score: Raw -1659741.554894 + Penalty 4609.249430 = -1655132.305463
  nChanged 19
		SP:Iteration 23Q (8797.070000 sec): 3 clusters
  Score: Raw -1659764.402199 + Penalty 4609.249430 = -1655155.152769
  nChanged 9
		SP:Iteration 24Q (8797.100000 sec): 3 clusters
  Score: Raw -1659775.054851 + Penalty 4609.249430 = -1655165.805420
  nChanged 9
		SP:Iteration 25Q (8797.120000 sec): 3 clusters
  Score: Raw -1659785.345635 + Penalty 4609.249430 = -1655176.096204
  nChanged 7
		SP:Iteration 26Q (8797.150000 sec): 3 clusters
  Score: Raw -1659791.789409 + Penalty 4609.249430 = -1655182.539979
  nChanged 3
		SP:Iteration 27Q (8797.180000 sec): 3 clusters
  Score: Raw -1659795.241990 + Penalty 4609.249430 = -1655185.992560
  nChanged 3
		SP:Iteration 28Q (8797.210000 sec): 3 clusters
  Score: Raw -1659797.985138 + Penalty 4609.249430 = -1655188.735707
  nChanged 3
		SP:Iteration 29Q (8797.240000 sec): 3 clusters
  Score: Raw -1659800.866443 + Penalty 4609.249430 = -1655191.617013
  nChanged 1
		SP:Iteration 30Q (8797.260000 sec): 3 clusters
  Score: Raw -1659801.977626 + Penalty 4609.249430 = -1655192.728196
  nChanged 2
		SP:Iteration 31Q (8797.290000 sec): 3 clusters
  Score: Raw -1659805.007938 + Penalty 4609.249430 = -1655195.758508
  nChanged 3
		SP:Iteration 32Q (8797.320000 sec): 3 clusters
  Score: Raw -1659807.325918 + Penalty 4609.249430 = -1655198.076488
  nChanged 0
		SP:Iteration 33F (8797.360000 sec): 3 clusters
  Score: Raw -1659807.325918 + Penalty 4609.249430 = -1655198.076488
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 14 (14108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8797.400000 sec): 2 clusters
  Score: Raw -1984877.391907 + Penalty 2369.515328 = -1982507.876579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8797.450000 sec): 3 clusters
  Score: Raw -1976946.222862 + Penalty 4739.030657 = -1972207.192206
  nChanged 6052
		SP:Iteration 1F (8797.500000 sec): 3 clusters
  Score: Raw -1980292.791211 + Penalty 4739.030657 = -1975553.760555
  nChanged 875
		SP:Iteration 2F (8797.550000 sec): 3 clusters
  Score: Raw -1980708.541175 + Penalty 4739.030657 = -1975969.510519
  nChanged 761
		SP:Iteration 3F (8797.600000 sec): 3 clusters
  Score: Raw -1981056.574484 + Penalty 4739.030657 = -1976317.543827
  nChanged 672
		SP:Iteration 4Q (8797.650000 sec): 3 clusters
  Score: Raw -1981389.600368 + Penalty 4739.030657 = -1976650.569712
  nChanged 665
		SP:Iteration 5Q (8797.700000 sec): 3 clusters
  Score: Raw -1981721.947014 + Penalty 4739.030657 = -1976982.916357
  nChanged 618
		SP:Iteration 6Q (8797.750000 sec): 3 clusters
  Score: Raw -1982047.577211 + Penalty 4739.030657 = -1977308.546555
  nChanged 586
		SP:Iteration 7Q (8797.800000 sec): 3 clusters
  Score: Raw -1982357.455872 + Penalty 4739.030657 = -1977618.425216
  nChanged 527
		SP:Iteration 8Q (8797.840000 sec): 3 clusters
  Score: Raw -1982646.774539 + Penalty 4739.030657 = -1977907.743882
  nChanged 505
		SP:Iteration 9Q (8797.900000 sec): 3 clusters
  Score: Raw -1982939.839371 + Penalty 4739.030657 = -1978200.808715
  nChanged 503
		SP:Iteration 10Q (8797.940000 sec): 3 clusters
  Score: Raw -1983236.835930 + Penalty 4739.030657 = -1978497.805274
  nChanged 455
		SP:Iteration 11Q (8797.990000 sec): 3 clusters
  Score: Raw -1983526.701685 + Penalty 4739.030657 = -1978787.671029
  nChanged 439
		SP:Iteration 12Q (8798.040000 sec): 3 clusters
  Score: Raw -1983812.891406 + Penalty 4739.030657 = -1979073.860749
  nChanged 382
		SP:Iteration 13Q (8798.090000 sec): 3 clusters
  Score: Raw -1984043.650925 + Penalty 4739.030657 = -1979304.620268
  nChanged 311
		SP:Iteration 14Q (8798.130000 sec): 3 clusters
  Score: Raw -1984202.668353 + Penalty 4739.030657 = -1979463.637697
  nChanged 245
		SP:Iteration 15Q (8798.180000 sec): 3 clusters
  Score: Raw -1984329.419591 + Penalty 4739.030657 = -1979590.388935
  nChanged 213
		SP:Iteration 16Q (8798.220000 sec): 3 clusters
  Score: Raw -1984443.149332 + Penalty 4739.030657 = -1979704.118675
  nChanged 195
		SP:Iteration 17Q (8798.270000 sec): 3 clusters
  Score: Raw -1984542.404701 + Penalty 4739.030657 = -1979803.374044
  nChanged 177
		SP:Iteration 18Q (8798.310000 sec): 3 clusters
  Score: Raw -1984622.800484 + Penalty 4739.030657 = -1979883.769827
  nChanged 147
		SP:Iteration 19Q (8798.360000 sec): 3 clusters
  Score: Raw -1984686.194440 + Penalty 4739.030657 = -1979947.163784
  nChanged 122
		SP:Iteration 20F (8798.410000 sec): 3 clusters
  Score: Raw -1984742.613042 + Penalty 4739.030657 = -1980003.582386
  nChanged 135
		SP:Iteration 21Q (8798.450000 sec): 3 clusters
  Score: Raw -1984800.131128 + Penalty 4739.030657 = -1980061.100472
  nChanged 104
		SP:Iteration 22Q (8798.490000 sec): 3 clusters
  Score: Raw -1984845.996738 + Penalty 4739.030657 = -1980106.966081
  nChanged 86
		SP:Iteration 23Q (8798.540000 sec): 3 clusters
  Score: Raw -1984879.152706 + Penalty 4739.030657 = -1980140.122049
  nChanged 73
		SP:Iteration 24Q (8798.580000 sec): 3 clusters
  Score: Raw -1984901.404786 + Penalty 4739.030657 = -1980162.374129
  nChanged 52
		SP:Iteration 25Q (8798.620000 sec): 3 clusters
  Score: Raw -1984919.297436 + Penalty 4739.030657 = -1980180.266779
  nChanged 51
		SP:Iteration 26Q (8798.660000 sec): 3 clusters
  Score: Raw -1984936.306487 + Penalty 4739.030657 = -1980197.275830
  nChanged 52
		SP:Iteration 27Q (8798.700000 sec): 3 clusters
  Score: Raw -1984955.419607 + Penalty 4739.030657 = -1980216.388951
  nChanged 51
		SP:Iteration 28Q (8798.740000 sec): 3 clusters
  Score: Raw -1984976.689477 + Penalty 4739.030657 = -1980237.658821
  nChanged 56
		SP:Iteration 29Q (8798.780000 sec): 3 clusters
  Score: Raw -1984999.065814 + Penalty 4739.030657 = -1980260.035158
  nChanged 56
		SP:Iteration 30Q (8798.820000 sec): 3 clusters
  Score: Raw -1985027.943743 + Penalty 4739.030657 = -1980288.913087
  nChanged 65
		SP:Iteration 31Q (8798.860000 sec): 3 clusters
  Score: Raw -1985061.096629 + Penalty 4739.030657 = -1980322.065972
  nChanged 54
		SP:Iteration 32Q (8798.900000 sec): 3 clusters
  Score: Raw -1985088.121282 + Penalty 4739.030657 = -1980349.090625
  nChanged 49
		SP:Iteration 33Q (8798.940000 sec): 3 clusters
  Score: Raw -1985109.499423 + Penalty 4739.030657 = -1980370.468767
  nChanged 48
		SP:Iteration 34Q (8798.980000 sec): 3 clusters
  Score: Raw -1985131.262517 + Penalty 4739.030657 = -1980392.231861
  nChanged 46
		SP:Iteration 35Q (8799.020000 sec): 3 clusters
  Score: Raw -1985149.351660 + Penalty 4739.030657 = -1980410.321004
  nChanged 28
		SP:Iteration 36Q (8799.060000 sec): 3 clusters
  Score: Raw -1985160.460066 + Penalty 4739.030657 = -1980421.429410
  nChanged 32
		SP:Iteration 37Q (8799.100000 sec): 3 clusters
  Score: Raw -1985172.615250 + Penalty 4739.030657 = -1980433.584593
  nChanged 27
		SP:Iteration 38Q (8799.140000 sec): 3 clusters
  Score: Raw -1985182.775225 + Penalty 4739.030657 = -1980443.744568
  nChanged 24
		SP:Iteration 39Q (8799.180000 sec): 3 clusters
  Score: Raw -1985190.760176 + Penalty 4739.030657 = -1980451.729519
  nChanged 25
		SP:Iteration 40F (8799.220000 sec): 3 clusters
  Score: Raw -1985201.214204 + Penalty 4739.030657 = -1980462.183548
  nChanged 17
		SP:Iteration 41Q (8799.260000 sec): 3 clusters
  Score: Raw -1985206.879101 + Penalty 4739.030657 = -1980467.848444
  nChanged 18
		SP:Iteration 42Q (8799.300000 sec): 3 clusters
  Score: Raw -1985212.263795 + Penalty 4739.030657 = -1980473.233139
  nChanged 14
		SP:Iteration 43Q (8799.340000 sec): 3 clusters
  Score: Raw -1985216.101850 + Penalty 4739.030657 = -1980477.071194
  nChanged 8
		SP:Iteration 44Q (8799.380000 sec): 3 clusters
  Score: Raw -1985219.041586 + Penalty 4739.030657 = -1980480.010930
  nChanged 7
		SP:Iteration 45Q (8799.420000 sec): 3 clusters
  Score: Raw -1985221.091113 + Penalty 4739.030657 = -1980482.060456
  nChanged 3
		SP:Iteration 46Q (8799.460000 sec): 3 clusters
  Score: Raw -1985222.010128 + Penalty 4739.030657 = -1980482.979472
  nChanged 4
		SP:Iteration 47Q (8799.500000 sec): 3 clusters
  Score: Raw -1985222.658256 + Penalty 4739.030657 = -1980483.627599
  nChanged 2
		SP:Iteration 48Q (8799.540000 sec): 3 clusters
  Score: Raw -1985223.398692 + Penalty 4739.030657 = -1980484.368036
  nChanged 2
		SP:Iteration 49Q (8799.580000 sec): 3 clusters
  Score: Raw -1985224.353684 + Penalty 4739.030657 = -1980485.323027
  nChanged 3
		SP:Iteration 50Q (8799.620000 sec): 3 clusters
  Score: Raw -1985225.316059 + Penalty 4739.030657 = -1980486.285403
  nChanged 6
		SP:Iteration 51Q (8799.650000 sec): 3 clusters
  Score: Raw -1985226.992389 + Penalty 4739.030657 = -1980487.961732
  nChanged 7
		SP:Iteration 52Q (8799.690000 sec): 3 clusters
  Score: Raw -1985228.309108 + Penalty 4739.030657 = -1980489.278451
  nChanged 3
		SP:Iteration 53Q (8799.730000 sec): 3 clusters
  Score: Raw -1985228.991858 + Penalty 4739.030657 = -1980489.961202
  nChanged 8
		SP:Iteration 54Q (8799.770000 sec): 3 clusters
  Score: Raw -1985232.405055 + Penalty 4739.030657 = -1980493.374398
  nChanged 9
		SP:Iteration 55Q (8799.810000 sec): 3 clusters
  Score: Raw -1985234.769810 + Penalty 4739.030657 = -1980495.739153
  nChanged 5
		SP:Iteration 56Q (8799.850000 sec): 3 clusters
  Score: Raw -1985236.473662 + Penalty 4739.030657 = -1980497.443006
  nChanged 6
		SP:Iteration 57Q (8799.880000 sec): 3 clusters
  Score: Raw -1985238.023882 + Penalty 4739.030657 = -1980498.993225
  nChanged 6
		SP:Iteration 58Q (8799.920000 sec): 3 clusters
  Score: Raw -1985239.425416 + Penalty 4739.030657 = -1980500.394760
  nChanged 5
		SP:Iteration 59Q (8799.960000 sec): 3 clusters
  Score: Raw -1985240.942775 + Penalty 4739.030657 = -1980501.912118
  nChanged 6
		SP:Iteration 60F (8800.010000 sec): 3 clusters
  Score: Raw -1985243.205900 + Penalty 4739.030657 = -1980504.175243
  nChanged 4
		SP:Iteration 61Q (8800.050000 sec): 3 clusters
  Score: Raw -1985244.570082 + Penalty 4739.030657 = -1980505.539425
  nChanged 4
		SP:Iteration 62Q (8800.090000 sec): 3 clusters
  Score: Raw -1985246.504801 + Penalty 4739.030657 = -1980507.474144
  nChanged 9
		SP:Iteration 63Q (8800.130000 sec): 3 clusters
  Score: Raw -1985250.576142 + Penalty 4739.030657 = -1980511.545485
  nChanged 12
		SP:Iteration 64Q (8800.160000 sec): 3 clusters
  Score: Raw -1985254.320715 + Penalty 4739.030657 = -1980515.290058
  nChanged 11
		SP:Iteration 65Q (8800.200000 sec): 3 clusters
  Score: Raw -1985257.815261 + Penalty 4739.030657 = -1980518.784605
  nChanged 11
		SP:Iteration 66Q (8800.240000 sec): 3 clusters
  Score: Raw -1985262.091146 + Penalty 4739.030657 = -1980523.060490
  nChanged 14
		SP:Iteration 67Q (8800.280000 sec): 3 clusters
  Score: Raw -1985267.364623 + Penalty 4739.030657 = -1980528.333967
  nChanged 14
		SP:Iteration 68Q (8800.320000 sec): 3 clusters
  Score: Raw -1985273.786490 + Penalty 4739.030657 = -1980534.755834
  nChanged 18
		SP:Iteration 69Q (8800.360000 sec): 3 clusters
  Score: Raw -1985279.867654 + Penalty 4739.030657 = -1980540.836997
  nChanged 16
		SP:Iteration 70Q (8800.400000 sec): 3 clusters
  Score: Raw -1985286.827488 + Penalty 4739.030657 = -1980547.796831
  nChanged 22
		SP:Iteration 71Q (8800.440000 sec): 3 clusters
  Score: Raw -1985297.234990 + Penalty 4739.030657 = -1980558.204333
  nChanged 20
		SP:Iteration 72Q (8800.470000 sec): 3 clusters
  Score: Raw -1985305.312897 + Penalty 4739.030657 = -1980566.282240
  nChanged 14
		SP:Iteration 73Q (8800.510000 sec): 3 clusters
  Score: Raw -1985311.033009 + Penalty 4739.030657 = -1980572.002352
  nChanged 16
		SP:Iteration 74Q (8800.550000 sec): 3 clusters
  Score: Raw -1985317.011331 + Penalty 4739.030657 = -1980577.980674
  nChanged 12
		SP:Iteration 75Q (8800.590000 sec): 3 clusters
  Score: Raw -1985320.697211 + Penalty 4739.030657 = -1980581.666554
  nChanged 10
		SP:Iteration 76Q (8800.620000 sec): 3 clusters
  Score: Raw -1985325.230222 + Penalty 4739.030657 = -1980586.199565
  nChanged 6
		SP:Iteration 77Q (8800.660000 sec): 3 clusters
  Score: Raw -1985327.437358 + Penalty 4739.030657 = -1980588.406702
  nChanged 8
		SP:Iteration 78Q (8800.700000 sec): 3 clusters
  Score: Raw -1985332.342767 + Penalty 4739.030657 = -1980593.312111
  nChanged 13
		SP:Iteration 79Q (8800.740000 sec): 3 clusters
  Score: Raw -1985339.558404 + Penalty 4739.030657 = -1980600.527747
  nChanged 14
		SP:Iteration 80F (8800.790000 sec): 3 clusters
  Score: Raw -1985346.994517 + Penalty 4739.030657 = -1980607.963861
  nChanged 11
		SP:Iteration 81Q (8800.820000 sec): 3 clusters
  Score: Raw -1985352.909837 + Penalty 4739.030657 = -1980613.879181
  nChanged 10
		SP:Iteration 82Q (8800.860000 sec): 3 clusters
  Score: Raw -1985356.637198 + Penalty 4739.030657 = -1980617.606541
  nChanged 10
		SP:Iteration 83Q (8800.900000 sec): 3 clusters
  Score: Raw -1985359.929339 + Penalty 4739.030657 = -1980620.898683
  nChanged 9
		SP:Iteration 84Q (8800.940000 sec): 3 clusters
  Score: Raw -1985362.470515 + Penalty 4739.030657 = -1980623.439859
  nChanged 4
		SP:Iteration 85Q (8800.980000 sec): 3 clusters
  Score: Raw -1985363.619775 + Penalty 4739.030657 = -1980624.589119
  nChanged 4
		SP:Iteration 86Q (8801.010000 sec): 3 clusters
  Score: Raw -1985364.554103 + Penalty 4739.030657 = -1980625.523446
  nChanged 3
		SP:Iteration 87Q (8801.050000 sec): 3 clusters
  Score: Raw -1985365.119258 + Penalty 4739.030657 = -1980626.088601
  nChanged 1
		SP:Iteration 88Q (8801.090000 sec): 3 clusters
  Score: Raw -1985366.315817 + Penalty 4739.030657 = -1980627.285161
  nChanged 4
		SP:Iteration 89Q (8801.130000 sec): 3 clusters
  Score: Raw -1985367.803667 + Penalty 4739.030657 = -1980628.773010
  nChanged 3
		SP:Iteration 90Q (8801.160000 sec): 3 clusters
  Score: Raw -1985368.911108 + Penalty 4739.030657 = -1980629.880452
  nChanged 6
		SP:Iteration 91Q (8801.200000 sec): 3 clusters
  Score: Raw -1985370.919896 + Penalty 4739.030657 = -1980631.889239
  nChanged 3
		SP:Iteration 92Q (8801.240000 sec): 3 clusters
  Score: Raw -1985372.431018 + Penalty 4739.030657 = -1980633.400361
  nChanged 2
		SP:Iteration 93Q (8801.280000 sec): 3 clusters
  Score: Raw -1985373.015437 + Penalty 4739.030657 = -1980633.984781
  nChanged 3
		SP:Iteration 94Q (8801.310000 sec): 3 clusters
  Score: Raw -1985373.936427 + Penalty 4739.030657 = -1980634.905770
  nChanged 4
		SP:Iteration 95Q (8801.350000 sec): 3 clusters
  Score: Raw -1985375.059806 + Penalty 4739.030657 = -1980636.029150
  nChanged 3
		SP:Iteration 96Q (8801.390000 sec): 3 clusters
  Score: Raw -1985376.003302 + Penalty 4739.030657 = -1980636.972645
  nChanged 8
		SP:Iteration 97Q (8801.420000 sec): 3 clusters
  Score: Raw -1985379.499601 + Penalty 4739.030657 = -1980640.468945
  nChanged 8
		SP:Iteration 98Q (8801.460000 sec): 3 clusters
  Score: Raw -1985383.417617 + Penalty 4739.030657 = -1980644.386961
  nChanged 9
		SP:Iteration 99Q (8801.500000 sec): 3 clusters
  Score: Raw -1985386.165774 + Penalty 4739.030657 = -1980647.135118
  nChanged 5
		SP:Iteration 100F (8801.550000 sec): 3 clusters
  Score: Raw -1985387.797163 + Penalty 4739.030657 = -1980648.766507
  nChanged 5
		SP:Iteration 101Q (8801.590000 sec): 3 clusters
  Score: Raw -1985389.170595 + Penalty 4739.030657 = -1980650.139939
  nChanged 4
		SP:Iteration 102Q (8801.620000 sec): 3 clusters
  Score: Raw -1985390.472050 + Penalty 4739.030657 = -1980651.441394
  nChanged 1
		SP:Iteration 103Q (8801.660000 sec): 3 clusters
  Score: Raw -1985390.656772 + Penalty 4739.030657 = -1980651.626116
  nChanged 0
		SP:Iteration 104F (8801.710000 sec): 3 clusters
  Score: Raw -1985390.656772 + Penalty 4739.030657 = -1980651.626116
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 15 (492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8801.720000 sec): 2 clusters
  Score: Raw -73196.681629 + Penalty 1537.222722 = -71659.458907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8801.720000 sec): 3 clusters
  Score: Raw -73224.152800 + Penalty 3074.445443 = -70149.707356
  nChanged 67
		SP:Iteration 1F (8801.720000 sec): 3 clusters
  Score: Raw -73341.640837 + Penalty 3074.445443 = -70267.195394
  nChanged 26
		SP:Iteration 2F (8801.720000 sec): 3 clusters
  Score: Raw -73397.660221 + Penalty 3074.445443 = -70323.214778
  nChanged 7
		SP:Iteration 3Q (8801.720000 sec): 3 clusters
  Score: Raw -73411.538663 + Penalty 3074.445443 = -70337.093219
  nChanged 2
		SP:Iteration 4Q (8801.720000 sec): 3 clusters
  Score: Raw -73415.028553 + Penalty 3074.445443 = -70340.583109
  nChanged 0
		SP:Iteration 5F (8801.730000 sec): 3 clusters
  Score: Raw -73415.028553 + Penalty 3074.445443 = -70340.583109
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 16 (2173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8801.740000 sec): 2 clusters
  Score: Raw -309815.793004 + Penalty 1905.598267 = -307910.194737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8801.740000 sec): 3 clusters
  Score: Raw -308960.662548 + Penalty 3811.196534 = -305149.466014
  nChanged 672
		SP:Iteration 1F (8801.750000 sec): 3 clusters
  Score: Raw -309467.734379 + Penalty 3811.196534 = -305656.537844
  nChanged 176
		SP:Iteration 2F (8801.760000 sec): 3 clusters
  Score: Raw -309622.200964 + Penalty 3811.196534 = -305811.004430
  nChanged 86
		SP:Iteration 3Q (8801.770000 sec): 3 clusters
  Score: Raw -309696.238981 + Penalty 3811.196534 = -305885.042446
  nChanged 59
		SP:Iteration 4Q (8801.780000 sec): 3 clusters
  Score: Raw -309744.764805 + Penalty 3811.196534 = -305933.568271
  nChanged 30
		SP:Iteration 5Q (8801.780000 sec): 3 clusters
  Score: Raw -309765.297041 + Penalty 3811.196534 = -305954.100507
  nChanged 17
		SP:Iteration 6Q (8801.790000 sec): 3 clusters
  Score: Raw -309777.057350 + Penalty 3811.196534 = -305965.860815
  nChanged 20
		SP:Iteration 7Q (8801.800000 sec): 3 clusters
  Score: Raw -309788.881019 + Penalty 3811.196534 = -305977.684485
  nChanged 15
		SP:Iteration 8Q (8801.800000 sec): 3 clusters
  Score: Raw -309797.168231 + Penalty 3811.196534 = -305985.971697
  nChanged 11
		SP:Iteration 9Q (8801.810000 sec): 3 clusters
  Score: Raw -309803.264341 + Penalty 3811.196534 = -305992.067807
  nChanged 8
		SP:Iteration 10Q (8801.820000 sec): 3 clusters
  Score: Raw -309809.401779 + Penalty 3811.196534 = -305998.205244
  nChanged 6
		SP:Iteration 11Q (8801.830000 sec): 3 clusters
  Score: Raw -309812.667194 + Penalty 3811.196534 = -306001.470660
  nChanged 8
		SP:Iteration 12Q (8801.840000 sec): 3 clusters
  Score: Raw -309817.353517 + Penalty 3811.196534 = -306006.156982
  nChanged 3
		SP:Iteration 13Q (8801.840000 sec): 3 clusters
  Score: Raw -309818.747941 + Penalty 3811.196534 = -306007.551407
  nChanged 7
		SP:Iteration 14Q (8801.850000 sec): 3 clusters
  Score: Raw -309821.331206 + Penalty 3811.196534 = -306010.134672
  nChanged 2
		SP:Iteration 15Q (8801.860000 sec): 3 clusters
  Score: Raw -309822.456236 + Penalty 3811.196534 = -306011.259702
  nChanged 1
		SP:Iteration 16Q (8801.860000 sec): 3 clusters
  Score: Raw -309823.347362 + Penalty 3811.196534 = -306012.150828
  nChanged 3
		SP:Iteration 17Q (8801.870000 sec): 3 clusters
  Score: Raw -309825.268904 + Penalty 3811.196534 = -306014.072370
  nChanged 2
		SP:Iteration 18Q (8801.880000 sec): 3 clusters
  Score: Raw -309825.906790 + Penalty 3811.196534 = -306014.710256
  nChanged 2
		SP:Iteration 19Q (8801.890000 sec): 3 clusters
  Score: Raw -309826.823297 + Penalty 3811.196534 = -306015.626763
  nChanged 0
		SP:Iteration 20F (8801.900000 sec): 3 clusters
  Score: Raw -309826.823297 + Penalty 3811.196534 = -306015.626763
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 17 (31459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8802.000000 sec): 2 clusters
  Score: Raw -4594677.129706 + Penalty 2568.397217 = -4592108.732489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8802.120000 sec): 3 clusters
  Score: Raw -4575748.952228 + Penalty 5136.794433 = -4570612.157794
  nChanged 14264
		SP:Iteration 1F (8802.230000 sec): 3 clusters
  Score: Raw -4583260.507406 + Penalty 5136.794433 = -4578123.712973
  nChanged 1483
		SP:Iteration 2Q (8802.350000 sec): 3 clusters
  Score: Raw -4583777.514095 + Penalty 5136.794433 = -4578640.719661
  nChanged 1419
		SP:Iteration 3Q (8802.460000 sec): 3 clusters
  Score: Raw -4584325.934878 + Penalty 5136.794433 = -4579189.140444
  nChanged 1525
		SP:Iteration 4Q (8802.580000 sec): 3 clusters
  Score: Raw -4584991.133713 + Penalty 5136.794433 = -4579854.339279
  nChanged 1671
		SP:Iteration 5F (8802.700000 sec): 3 clusters
  Score: Raw -4585860.860609 + Penalty 5136.794433 = -4580724.066175
  nChanged 1897
		SP:Iteration 6F (8802.820000 sec): 3 clusters
  Score: Raw -4586984.430191 + Penalty 5136.794433 = -4581847.635757
  nChanged 2083
		SP:Iteration 7F (8802.930000 sec): 3 clusters
  Score: Raw -4588406.983608 + Penalty 5136.794433 = -4583270.189174
  nChanged 2077
		SP:Iteration 8F (8803.040000 sec): 3 clusters
  Score: Raw -4589887.762884 + Penalty 5136.794433 = -4584750.968451
  nChanged 1796
		SP:Iteration 9F (8803.150000 sec): 3 clusters
  Score: Raw -4591098.767757 + Penalty 5136.794433 = -4585961.973323
  nChanged 1429
		SP:Iteration 10Q (8803.270000 sec): 3 clusters
  Score: Raw -4591954.490173 + Penalty 5136.794433 = -4586817.695739
  nChanged 1021
		SP:Iteration 11Q (8803.380000 sec): 3 clusters
  Score: Raw -4592521.550712 + Penalty 5136.794433 = -4587384.756279
  nChanged 827
		SP:Iteration 12Q (8803.490000 sec): 3 clusters
  Score: Raw -4593053.035655 + Penalty 5136.794433 = -4587916.241221
  nChanged 733
		SP:Iteration 13Q (8803.600000 sec): 3 clusters
  Score: Raw -4593741.812110 + Penalty 5136.794433 = -4588605.017677
  nChanged 629
		SP:Iteration 14Q (8803.720000 sec): 3 clusters
  Score: Raw -4594710.104078 + Penalty 5136.794433 = -4589573.309644
  nChanged 382
		SP:Iteration 15Q (8803.820000 sec): 3 clusters
  Score: Raw -4595317.711706 + Penalty 5136.794433 = -4590180.917273
  nChanged 252
		SP:Iteration 16Q (8803.910000 sec): 3 clusters
  Score: Raw -4595485.421473 + Penalty 5136.794433 = -4590348.627040
  nChanged 191
		SP:Iteration 17Q (8804.000000 sec): 3 clusters
  Score: Raw -4595567.967798 + Penalty 5136.794433 = -4590431.173364
  nChanged 136
		SP:Iteration 18Q (8804.090000 sec): 3 clusters
  Score: Raw -4595614.679862 + Penalty 5136.794433 = -4590477.885428
  nChanged 90
		SP:Iteration 19Q (8804.180000 sec): 3 clusters
  Score: Raw -4595641.477192 + Penalty 5136.794433 = -4590504.682758
  nChanged 61
		SP:Iteration 20F (8804.290000 sec): 3 clusters
  Score: Raw -4595657.169145 + Penalty 5136.794433 = -4590520.374711
  nChanged 51
		SP:Iteration 21Q (8804.380000 sec): 3 clusters
  Score: Raw -4595670.329503 + Penalty 5136.794433 = -4590533.535070
  nChanged 47
		SP:Iteration 22Q (8804.470000 sec): 3 clusters
  Score: Raw -4595680.952781 + Penalty 5136.794433 = -4590544.158348
  nChanged 44
		SP:Iteration 23Q (8804.560000 sec): 3 clusters
  Score: Raw -4595690.869306 + Penalty 5136.794433 = -4590554.074873
  nChanged 30
		SP:Iteration 24Q (8804.640000 sec): 3 clusters
  Score: Raw -4595695.128928 + Penalty 5136.794433 = -4590558.334495
  nChanged 17
		SP:Iteration 25Q (8804.730000 sec): 3 clusters
  Score: Raw -4595697.291538 + Penalty 5136.794433 = -4590560.497105
  nChanged 11
		SP:Iteration 26Q (8804.820000 sec): 3 clusters
  Score: Raw -4595698.624839 + Penalty 5136.794433 = -4590561.830406
  nChanged 8
		SP:Iteration 27Q (8804.910000 sec): 3 clusters
  Score: Raw -4595700.205274 + Penalty 5136.794433 = -4590563.410840
  nChanged 7
		SP:Iteration 28Q (8805.000000 sec): 3 clusters
  Score: Raw -4595701.017488 + Penalty 5136.794433 = -4590564.223055
  nChanged 4
		SP:Iteration 29Q (8805.080000 sec): 3 clusters
  Score: Raw -4595701.320891 + Penalty 5136.794433 = -4590564.526458
  nChanged 2
		SP:Iteration 30Q (8805.170000 sec): 3 clusters
  Score: Raw -4595701.608650 + Penalty 5136.794433 = -4590564.814217
  nChanged 4
		SP:Iteration 31Q (8805.260000 sec): 3 clusters
  Score: Raw -4595702.285834 + Penalty 5136.794433 = -4590565.491401
  nChanged 7
		SP:Iteration 32Q (8805.340000 sec): 3 clusters
  Score: Raw -4595703.705937 + Penalty 5136.794433 = -4590566.911504
  nChanged 7
		SP:Iteration 33Q (8805.430000 sec): 3 clusters
  Score: Raw -4595705.596252 + Penalty 5136.794433 = -4590568.801819
  nChanged 7
		SP:Iteration 34Q (8805.520000 sec): 3 clusters
  Score: Raw -4595707.167135 + Penalty 5136.794433 = -4590570.372702
  nChanged 4
		SP:Iteration 35Q (8805.600000 sec): 3 clusters
  Score: Raw -4595707.436067 + Penalty 5136.794433 = -4590570.641634
  nChanged 3
		SP:Iteration 36Q (8805.690000 sec): 3 clusters
  Score: Raw -4595707.823404 + Penalty 5136.794433 = -4590571.028970
  nChanged 5
		SP:Iteration 37Q (8805.780000 sec): 3 clusters
  Score: Raw -4595708.298274 + Penalty 5136.794433 = -4590571.503840
  nChanged 3
		SP:Iteration 38Q (8805.860000 sec): 3 clusters
  Score: Raw -4595708.819002 + Penalty 5136.794433 = -4590572.024569
  nChanged 6
		SP:Iteration 39Q (8805.950000 sec): 3 clusters
  Score: Raw -4595709.567443 + Penalty 5136.794433 = -4590572.773010
  nChanged 3
		SP:Iteration 40F (8806.060000 sec): 3 clusters
  Score: Raw -4595710.158368 + Penalty 5136.794433 = -4590573.363935
  nChanged 4
		SP:Iteration 41Q (8806.150000 sec): 3 clusters
  Score: Raw -4595710.896642 + Penalty 5136.794433 = -4590574.102209
  nChanged 4
		SP:Iteration 42Q (8806.240000 sec): 3 clusters
  Score: Raw -4595711.511861 + Penalty 5136.794433 = -4590574.717427
  nChanged 5
		SP:Iteration 43Q (8806.320000 sec): 3 clusters
  Score: Raw -4595712.722701 + Penalty 5136.794433 = -4590575.928268
  nChanged 6
		SP:Iteration 44Q (8806.410000 sec): 3 clusters
  Score: Raw -4595714.078782 + Penalty 5136.794433 = -4590577.284349
  nChanged 8
		SP:Iteration 45Q (8806.500000 sec): 3 clusters
  Score: Raw -4595715.554944 + Penalty 5136.794433 = -4590578.760510
  nChanged 10
		SP:Iteration 46Q (8806.590000 sec): 3 clusters
  Score: Raw -4595717.594735 + Penalty 5136.794433 = -4590580.800301
  nChanged 10
		SP:Iteration 47Q (8806.680000 sec): 3 clusters
  Score: Raw -4595719.756119 + Penalty 5136.794433 = -4590582.961685
  nChanged 6
		SP:Iteration 48Q (8806.760000 sec): 3 clusters
  Score: Raw -4595721.029320 + Penalty 5136.794433 = -4590584.234886
  nChanged 6
		SP:Iteration 49Q (8806.850000 sec): 3 clusters
  Score: Raw -4595722.245175 + Penalty 5136.794433 = -4590585.450741
  nChanged 4
		SP:Iteration 50Q (8806.940000 sec): 3 clusters
  Score: Raw -4595722.927902 + Penalty 5136.794433 = -4590586.133468
  nChanged 4
		SP:Iteration 51Q (8807.020000 sec): 3 clusters
  Score: Raw -4595723.391910 + Penalty 5136.794433 = -4590586.597476
  nChanged 2
		SP:Iteration 52Q (8807.110000 sec): 3 clusters
  Score: Raw -4595723.882546 + Penalty 5136.794433 = -4590587.088112
  nChanged 3
		SP:Iteration 53Q (8807.200000 sec): 3 clusters
  Score: Raw -4595724.364012 + Penalty 5136.794433 = -4590587.569579
  nChanged 2
		SP:Iteration 54Q (8807.290000 sec): 3 clusters
  Score: Raw -4595725.016886 + Penalty 5136.794433 = -4590588.222453
  nChanged 5
		SP:Iteration 55Q (8807.380000 sec): 3 clusters
  Score: Raw -4595726.122475 + Penalty 5136.794433 = -4590589.328042
  nChanged 6
		SP:Iteration 56Q (8807.460000 sec): 3 clusters
  Score: Raw -4595726.790346 + Penalty 5136.794433 = -4590589.995913
  nChanged 0
		SP:Iteration 57F (8807.580000 sec): 3 clusters
  Score: Raw -4595726.790346 + Penalty 5136.794433 = -4590589.995913
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 18 (98603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8807.910000 sec): 2 clusters
  Score: Raw -14339023.494785 + Penalty 2851.716528 = -14336171.778257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8808.280000 sec): 3 clusters
  Score: Raw -14275916.205105 + Penalty 5703.433055 = -14270212.772049
  nChanged 46494
		SP:Iteration 1F (8808.640000 sec): 3 clusters
  Score: Raw -14302223.752182 + Penalty 5703.433055 = -14296520.319127
  nChanged 3156
		SP:Iteration 2Q (8809.020000 sec): 3 clusters
  Score: Raw -14302973.580954 + Penalty 5703.433055 = -14297270.147898
  nChanged 3298
		SP:Iteration 3Q (8809.390000 sec): 3 clusters
  Score: Raw -14303820.217694 + Penalty 5703.433055 = -14298116.784639
  nChanged 3397
		SP:Iteration 4Q (8809.760000 sec): 3 clusters
  Score: Raw -14304776.501051 + Penalty 5703.433055 = -14299073.067996
  nChanged 3575
		SP:Iteration 5Q (8810.140000 sec): 3 clusters
  Score: Raw -14305942.625123 + Penalty 5703.433055 = -14300239.192068
  nChanged 3934
		SP:Iteration 6Q (8810.510000 sec): 3 clusters
  Score: Raw -14307425.824335 + Penalty 5703.433055 = -14301722.391280
  nChanged 4335
		SP:Iteration 7Q (8810.880000 sec): 3 clusters
  Score: Raw -14309413.425500 + Penalty 5703.433055 = -14303709.992444
  nChanged 5023
		SP:Iteration 8F (8811.240000 sec): 3 clusters
  Score: Raw -14312139.522542 + Penalty 5703.433055 = -14306436.089487
  nChanged 5485
		SP:Iteration 9F (8811.600000 sec): 3 clusters
  Score: Raw -14315483.640180 + Penalty 5703.433055 = -14309780.207125
  nChanged 5658
		SP:Iteration 10F (8811.960000 sec): 3 clusters
  Score: Raw -14319149.709038 + Penalty 5703.433055 = -14313446.275983
  nChanged 5278
		SP:Iteration 11F (8812.320000 sec): 3 clusters
  Score: Raw -14322327.694537 + Penalty 5703.433055 = -14316624.261482
  nChanged 4294
		SP:Iteration 12Q (8812.670000 sec): 3 clusters
  Score: Raw -14324452.306649 + Penalty 5703.433055 = -14318748.873594
  nChanged 3265
		SP:Iteration 13Q (8813.020000 sec): 3 clusters
  Score: Raw -14325778.063584 + Penalty 5703.433055 = -14320074.630529
  nChanged 2496
		SP:Iteration 14Q (8813.360000 sec): 3 clusters
  Score: Raw -14326702.644621 + Penalty 5703.433055 = -14320999.211566
  nChanged 2169
		SP:Iteration 15Q (8813.690000 sec): 3 clusters
  Score: Raw -14327526.325616 + Penalty 5703.433055 = -14321822.892561
  nChanged 2118
		SP:Iteration 16Q (8814.030000 sec): 3 clusters
  Score: Raw -14328390.559048 + Penalty 5703.433055 = -14322687.125993
  nChanged 2165
		SP:Iteration 17Q (8814.350000 sec): 3 clusters
  Score: Raw -14329375.195427 + Penalty 5703.433055 = -14323671.762372
  nChanged 2237
		SP:Iteration 18Q (8814.680000 sec): 3 clusters
  Score: Raw -14330454.075720 + Penalty 5703.433055 = -14324750.642665
  nChanged 2137
		SP:Iteration 19Q (8814.990000 sec): 3 clusters
  Score: Raw -14331549.951940 + Penalty 5703.433055 = -14325846.518885
  nChanged 2085
		SP:Iteration 20F (8815.350000 sec): 3 clusters
  Score: Raw -14332651.438966 + Penalty 5703.433055 = -14326948.005911
  nChanged 1925
		SP:Iteration 21Q (8815.660000 sec): 3 clusters
  Score: Raw -14333709.781348 + Penalty 5703.433055 = -14328006.348293
  nChanged 1804
		SP:Iteration 22Q (8815.960000 sec): 3 clusters
  Score: Raw -14334723.619770 + Penalty 5703.433055 = -14329020.186715
  nChanged 1557
		SP:Iteration 23Q (8816.260000 sec): 3 clusters
  Score: Raw -14335613.909800 + Penalty 5703.433055 = -14329910.476744
  nChanged 1405
		SP:Iteration 24Q (8816.540000 sec): 3 clusters
  Score: Raw -14336468.968274 + Penalty 5703.433055 = -14330765.535219
  nChanged 1199
		SP:Iteration 25Q (8816.820000 sec): 3 clusters
  Score: Raw -14337223.735341 + Penalty 5703.433055 = -14331520.302286
  nChanged 993
		SP:Iteration 26Q (8817.100000 sec): 3 clusters
  Score: Raw -14337856.054641 + Penalty 5703.433055 = -14332152.621586
  nChanged 769
		SP:Iteration 27Q (8817.380000 sec): 3 clusters
  Score: Raw -14338329.586045 + Penalty 5703.433055 = -14332626.152990
  nChanged 579
		SP:Iteration 28Q (8817.650000 sec): 3 clusters
  Score: Raw -14338648.672315 + Penalty 5703.433055 = -14332945.239260
  nChanged 420
		SP:Iteration 29Q (8817.910000 sec): 3 clusters
  Score: Raw -14338851.114767 + Penalty 5703.433055 = -14333147.681712
  nChanged 311
		SP:Iteration 30Q (8818.180000 sec): 3 clusters
  Score: Raw -14338984.024211 + Penalty 5703.433055 = -14333280.591156
  nChanged 267
		SP:Iteration 31Q (8818.450000 sec): 3 clusters
  Score: Raw -14339088.206842 + Penalty 5703.433055 = -14333384.773787
  nChanged 202
		SP:Iteration 32Q (8818.710000 sec): 3 clusters
  Score: Raw -14339171.496987 + Penalty 5703.433055 = -14333468.063931
  nChanged 169
		SP:Iteration 33Q (8818.970000 sec): 3 clusters
  Score: Raw -14339244.388382 + Penalty 5703.433055 = -14333540.955327
  nChanged 139
		SP:Iteration 34Q (8819.230000 sec): 3 clusters
  Score: Raw -14339301.043795 + Penalty 5703.433055 = -14333597.610740
  nChanged 108
		SP:Iteration 35Q (8819.490000 sec): 3 clusters
  Score: Raw -14339341.356668 + Penalty 5703.433055 = -14333637.923613
  nChanged 96
		SP:Iteration 36Q (8819.750000 sec): 3 clusters
  Score: Raw -14339380.170972 + Penalty 5703.433055 = -14333676.737917
  nChanged 76
		SP:Iteration 37Q (8820.010000 sec): 3 clusters
  Score: Raw -14339409.320374 + Penalty 5703.433055 = -14333705.887319
  nChanged 63
		SP:Iteration 38Q (8820.260000 sec): 3 clusters
  Score: Raw -14339435.059338 + Penalty 5703.433055 = -14333731.626283
  nChanged 58
		SP:Iteration 39Q (8820.520000 sec): 3 clusters
  Score: Raw -14339454.226491 + Penalty 5703.433055 = -14333750.793436
  nChanged 50
		SP:Iteration 40F (8820.870000 sec): 3 clusters
  Score: Raw -14339476.410660 + Penalty 5703.433055 = -14333772.977605
  nChanged 50
		SP:Iteration 41Q (8821.130000 sec): 3 clusters
  Score: Raw -14339502.785183 + Penalty 5703.433055 = -14333799.352128
  nChanged 53
		SP:Iteration 42Q (8821.380000 sec): 3 clusters
  Score: Raw -14339526.651916 + Penalty 5703.433055 = -14333823.218861
  nChanged 36
		SP:Iteration 43Q (8821.640000 sec): 3 clusters
  Score: Raw -14339543.309258 + Penalty 5703.433055 = -14333839.876203
  nChanged 39
		SP:Iteration 44Q (8821.890000 sec): 3 clusters
  Score: Raw -14339560.985075 + Penalty 5703.433055 = -14333857.552020
  nChanged 36
		SP:Iteration 45Q (8822.150000 sec): 3 clusters
  Score: Raw -14339578.975500 + Penalty 5703.433055 = -14333875.542445
  nChanged 37
		SP:Iteration 46Q (8822.410000 sec): 3 clusters
  Score: Raw -14339596.214698 + Penalty 5703.433055 = -14333892.781643
  nChanged 34
		SP:Iteration 47Q (8822.670000 sec): 3 clusters
  Score: Raw -14339612.511362 + Penalty 5703.433055 = -14333909.078307
  nChanged 26
		SP:Iteration 48Q (8822.920000 sec): 3 clusters
  Score: Raw -14339624.440327 + Penalty 5703.433055 = -14333921.007272
  nChanged 23
		SP:Iteration 49Q (8823.180000 sec): 3 clusters
  Score: Raw -14339634.198911 + Penalty 5703.433055 = -14333930.765856
  nChanged 19
		SP:Iteration 50Q (8823.430000 sec): 3 clusters
  Score: Raw -14339641.589610 + Penalty 5703.433055 = -14333938.156554
  nChanged 16
		SP:Iteration 51Q (8823.690000 sec): 3 clusters
  Score: Raw -14339652.968633 + Penalty 5703.433055 = -14333949.535577
  nChanged 18
		SP:Iteration 52Q (8823.950000 sec): 3 clusters
  Score: Raw -14339661.399945 + Penalty 5703.433055 = -14333957.966890
  nChanged 14
		SP:Iteration 53Q (8824.200000 sec): 3 clusters
  Score: Raw -14339667.077573 + Penalty 5703.433055 = -14333963.644518
  nChanged 9
		SP:Iteration 54Q (8824.450000 sec): 3 clusters
  Score: Raw -14339670.100262 + Penalty 5703.433055 = -14333966.667207
  nChanged 10
		SP:Iteration 55Q (8824.710000 sec): 3 clusters
  Score: Raw -14339675.511158 + Penalty 5703.433055 = -14333972.078103
  nChanged 18
		SP:Iteration 56Q (8824.970000 sec): 3 clusters
  Score: Raw -14339684.136369 + Penalty 5703.433055 = -14333980.703314
  nChanged 23
		SP:Iteration 57Q (8825.220000 sec): 3 clusters
  Score: Raw -14339697.720097 + Penalty 5703.433055 = -14333994.287042
  nChanged 25
		SP:Iteration 58Q (8825.470000 sec): 3 clusters
  Score: Raw -14339711.532119 + Penalty 5703.433055 = -14334008.099063
  nChanged 20
		SP:Iteration 59Q (8825.730000 sec): 3 clusters
  Score: Raw -14339722.039951 + Penalty 5703.433055 = -14334018.606896
  nChanged 30
		SP:Iteration 60F (8826.080000 sec): 3 clusters
  Score: Raw -14339740.058757 + Penalty 5703.433055 = -14334036.625702
  nChanged 32
		SP:Iteration 61Q (8826.330000 sec): 3 clusters
  Score: Raw -14339758.547340 + Penalty 5703.433055 = -14334055.114285
  nChanged 21
		SP:Iteration 62Q (8826.590000 sec): 3 clusters
  Score: Raw -14339768.394362 + Penalty 5703.433055 = -14334064.961307
  nChanged 21
		SP:Iteration 63Q (8826.850000 sec): 3 clusters
  Score: Raw -14339778.885443 + Penalty 5703.433055 = -14334075.452388
  nChanged 20
		SP:Iteration 64Q (8827.100000 sec): 3 clusters
  Score: Raw -14339788.904917 + Penalty 5703.433055 = -14334085.471862
  nChanged 27
		SP:Iteration 65Q (8827.350000 sec): 3 clusters
  Score: Raw -14339801.313790 + Penalty 5703.433055 = -14334097.880735
  nChanged 23
		SP:Iteration 66Q (8827.610000 sec): 3 clusters
  Score: Raw -14339815.597630 + Penalty 5703.433055 = -14334112.164575
  nChanged 24
		SP:Iteration 67Q (8827.860000 sec): 3 clusters
  Score: Raw -14339832.700608 + Penalty 5703.433055 = -14334129.267553
  nChanged 26
		SP:Iteration 68Q (8828.110000 sec): 3 clusters
  Score: Raw -14339847.167532 + Penalty 5703.433055 = -14334143.734477
  nChanged 28
		SP:Iteration 69Q (8828.370000 sec): 3 clusters
  Score: Raw -14339859.397921 + Penalty 5703.433055 = -14334155.964866
  nChanged 21
		SP:Iteration 70Q (8828.620000 sec): 3 clusters
  Score: Raw -14339871.039533 + Penalty 5703.433055 = -14334167.606478
  nChanged 20
		SP:Iteration 71Q (8828.880000 sec): 3 clusters
  Score: Raw -14339879.335637 + Penalty 5703.433055 = -14334175.902582
  nChanged 13
		SP:Iteration 72Q (8829.130000 sec): 3 clusters
  Score: Raw -14339884.355925 + Penalty 5703.433055 = -14334180.922870
  nChanged 13
		SP:Iteration 73Q (8829.380000 sec): 3 clusters
  Score: Raw -14339889.990311 + Penalty 5703.433055 = -14334186.557255
  nChanged 10
		SP:Iteration 74Q (8829.630000 sec): 3 clusters
  Score: Raw -14339894.604917 + Penalty 5703.433055 = -14334191.171862
  nChanged 8
		SP:Iteration 75Q (8829.880000 sec): 3 clusters
  Score: Raw -14339897.288953 + Penalty 5703.433055 = -14334193.855898
  nChanged 4
		SP:Iteration 76Q (8830.130000 sec): 3 clusters
  Score: Raw -14339899.773186 + Penalty 5703.433055 = -14334196.340130
  nChanged 5
		SP:Iteration 77Q (8830.380000 sec): 3 clusters
  Score: Raw -14339902.586366 + Penalty 5703.433055 = -14334199.153311
  nChanged 4
		SP:Iteration 78Q (8830.640000 sec): 3 clusters
  Score: Raw -14339903.977436 + Penalty 5703.433055 = -14334200.544381
  nChanged 0
		SP:Iteration 79F (8830.990000 sec): 3 clusters
  Score: Raw -14339903.977436 + Penalty 5703.433055 = -14334200.544381
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 19 (36469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8831.130000 sec): 2 clusters
  Score: Raw -5651717.706007 + Penalty 2605.046030 = -5649112.659977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8831.260000 sec): 3 clusters
  Score: Raw -5629376.653824 + Penalty 5210.092060 = -5624166.561763
  nChanged 16607
		SP:Iteration 1F (8831.390000 sec): 3 clusters
  Score: Raw -5638428.930826 + Penalty 5210.092060 = -5633218.838766
  nChanged 1520
		SP:Iteration 2Q (8831.530000 sec): 3 clusters
  Score: Raw -5638862.207898 + Penalty 5210.092060 = -5633652.115838
  nChanged 1367
		SP:Iteration 3Q (8831.660000 sec): 3 clusters
  Score: Raw -5639245.595169 + Penalty 5210.092060 = -5634035.503109
  nChanged 1277
		SP:Iteration 4Q (8831.800000 sec): 3 clusters
  Score: Raw -5639603.539571 + Penalty 5210.092060 = -5634393.447511
  nChanged 1257
		SP:Iteration 5Q (8831.940000 sec): 3 clusters
  Score: Raw -5639981.678030 + Penalty 5210.092060 = -5634771.585970
  nChanged 1363
		SP:Iteration 6Q (8832.070000 sec): 3 clusters
  Score: Raw -5640478.497603 + Penalty 5210.092060 = -5635268.405542
  nChanged 1632
		SP:Iteration 7Q (8832.200000 sec): 3 clusters
  Score: Raw -5641244.347705 + Penalty 5210.092060 = -5636034.255644
  nChanged 2030
		SP:Iteration 8F (8832.340000 sec): 3 clusters
  Score: Raw -5642447.527455 + Penalty 5210.092060 = -5637237.435395
  nChanged 2414
		SP:Iteration 9F (8832.460000 sec): 3 clusters
  Score: Raw -5644183.977523 + Penalty 5210.092060 = -5638973.885463
  nChanged 2533
		SP:Iteration 10F (8832.600000 sec): 3 clusters
  Score: Raw -5646322.235651 + Penalty 5210.092060 = -5641112.143591
  nChanged 2353
		SP:Iteration 11F (8832.730000 sec): 3 clusters
  Score: Raw -5648456.525142 + Penalty 5210.092060 = -5643246.433082
  nChanged 1712
		SP:Iteration 12Q (8832.860000 sec): 3 clusters
  Score: Raw -5649999.377510 + Penalty 5210.092060 = -5644789.285449
  nChanged 1039
		SP:Iteration 13Q (8832.980000 sec): 3 clusters
  Score: Raw -5650898.776448 + Penalty 5210.092060 = -5645688.684388
  nChanged 608
		SP:Iteration 14Q (8833.100000 sec): 3 clusters
  Score: Raw -5651395.904670 + Penalty 5210.092060 = -5646185.812610
  nChanged 327
		SP:Iteration 15Q (8833.200000 sec): 3 clusters
  Score: Raw -5651643.374424 + Penalty 5210.092060 = -5646433.282364
  nChanged 180
		SP:Iteration 16Q (8833.300000 sec): 3 clusters
  Score: Raw -5651781.784926 + Penalty 5210.092060 = -5646571.692866
  nChanged 118
		SP:Iteration 17Q (8833.400000 sec): 3 clusters
  Score: Raw -5651868.736909 + Penalty 5210.092060 = -5646658.644849
  nChanged 76
		SP:Iteration 18Q (8833.490000 sec): 3 clusters
  Score: Raw -5651931.863505 + Penalty 5210.092060 = -5646721.771445
  nChanged 39
		SP:Iteration 19Q (8833.590000 sec): 3 clusters
  Score: Raw -5651964.334965 + Penalty 5210.092060 = -5646754.242905
  nChanged 27
		SP:Iteration 20F (8833.720000 sec): 3 clusters
  Score: Raw -5651989.808104 + Penalty 5210.092060 = -5646779.716044
  nChanged 17
		SP:Iteration 21Q (8833.810000 sec): 3 clusters
  Score: Raw -5652004.447738 + Penalty 5210.092060 = -5646794.355677
  nChanged 17
		SP:Iteration 22Q (8833.900000 sec): 3 clusters
  Score: Raw -5652018.365399 + Penalty 5210.092060 = -5646808.273339
  nChanged 15
		SP:Iteration 23Q (8834.000000 sec): 3 clusters
  Score: Raw -5652030.915177 + Penalty 5210.092060 = -5646820.823117
  nChanged 13
		SP:Iteration 24Q (8834.090000 sec): 3 clusters
  Score: Raw -5652040.758266 + Penalty 5210.092060 = -5646830.666206
  nChanged 10
		SP:Iteration 25Q (8834.180000 sec): 3 clusters
  Score: Raw -5652047.924737 + Penalty 5210.092060 = -5646837.832677
  nChanged 7
		SP:Iteration 26Q (8834.270000 sec): 3 clusters
  Score: Raw -5652052.720025 + Penalty 5210.092060 = -5646842.627964
  nChanged 4
		SP:Iteration 27Q (8834.360000 sec): 3 clusters
  Score: Raw -5652057.288749 + Penalty 5210.092060 = -5646847.196689
  nChanged 3
		SP:Iteration 28Q (8834.450000 sec): 3 clusters
  Score: Raw -5652060.340397 + Penalty 5210.092060 = -5646850.248337
  nChanged 3
		SP:Iteration 29Q (8834.540000 sec): 3 clusters
  Score: Raw -5652062.372209 + Penalty 5210.092060 = -5646852.280148
  nChanged 2
		SP:Iteration 30Q (8834.640000 sec): 3 clusters
  Score: Raw -5652064.571439 + Penalty 5210.092060 = -5646854.479379
  nChanged 4
		SP:Iteration 31Q (8834.730000 sec): 3 clusters
  Score: Raw -5652068.457303 + Penalty 5210.092060 = -5646858.365243
  nChanged 4
		SP:Iteration 32Q (8834.820000 sec): 3 clusters
  Score: Raw -5652072.528306 + Penalty 5210.092060 = -5646862.436246
  nChanged 1
		SP:Iteration 33Q (8834.910000 sec): 3 clusters
  Score: Raw -5652072.940207 + Penalty 5210.092060 = -5646862.848147
  nChanged 1
		SP:Iteration 34Q (8835.010000 sec): 3 clusters
  Score: Raw -5652073.632153 + Penalty 5210.092060 = -5646863.540093
  nChanged 0
		SP:Iteration 35F (8835.140000 sec): 3 clusters
  Score: Raw -5652073.632153 + Penalty 5210.092060 = -5646863.540093
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 20 (98636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8835.460000 sec): 2 clusters
  Score: Raw -14570628.045756 + Penalty 2851.799513 = -14567776.246243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8835.820000 sec): 3 clusters
  Score: Raw -14507162.291878 + Penalty 5703.599026 = -14501458.692852
  nChanged 46733
		SP:Iteration 1F (8836.170000 sec): 3 clusters
  Score: Raw -14534178.141333 + Penalty 5703.599026 = -14528474.542306
  nChanged 3373
		SP:Iteration 2Q (8836.540000 sec): 3 clusters
  Score: Raw -14535047.377303 + Penalty 5703.599026 = -14529343.778276
  nChanged 3622
		SP:Iteration 3Q (8836.900000 sec): 3 clusters
  Score: Raw -14536162.051935 + Penalty 5703.599026 = -14530458.452908
  nChanged 4294
		SP:Iteration 4Q (8837.270000 sec): 3 clusters
  Score: Raw -14537947.469137 + Penalty 5703.599026 = -14532243.870111
  nChanged 5585
		SP:Iteration 5F (8837.630000 sec): 3 clusters
  Score: Raw -14541000.472300 + Penalty 5703.599026 = -14535296.873274
  nChanged 7134
		SP:Iteration 6F (8837.980000 sec): 3 clusters
  Score: Raw -14546077.719069 + Penalty 5703.599026 = -14540374.120042
  nChanged 8428
		SP:Iteration 7F (8838.340000 sec): 3 clusters
  Score: Raw -14553480.666217 + Penalty 5703.599026 = -14547777.067191
  nChanged 7960
		SP:Iteration 8F (8838.700000 sec): 3 clusters
  Score: Raw -14561220.551559 + Penalty 5703.599026 = -14555516.952532
  nChanged 5530
		SP:Iteration 9F (8839.050000 sec): 3 clusters
  Score: Raw -14566568.756608 + Penalty 5703.599026 = -14560865.157582
  nChanged 2823
		SP:Iteration 10Q (8839.390000 sec): 3 clusters
  Score: Raw -14569080.720578 + Penalty 5703.599026 = -14563377.121552
  nChanged 1187
		SP:Iteration 11Q (8839.700000 sec): 3 clusters
  Score: Raw -14570074.798243 + Penalty 5703.599026 = -14564371.199217
  nChanged 508
		SP:Iteration 12Q (8839.980000 sec): 3 clusters
  Score: Raw -14570483.920018 + Penalty 5703.599026 = -14564780.320991
  nChanged 253
		SP:Iteration 13Q (8840.250000 sec): 3 clusters
  Score: Raw -14570707.054114 + Penalty 5703.599026 = -14565003.455088
  nChanged 135
		SP:Iteration 14Q (8840.510000 sec): 3 clusters
  Score: Raw -14570819.610716 + Penalty 5703.599026 = -14565116.011690
  nChanged 64
		SP:Iteration 15Q (8840.770000 sec): 3 clusters
  Score: Raw -14570880.257204 + Penalty 5703.599026 = -14565176.658177
  nChanged 48
		SP:Iteration 16Q (8841.030000 sec): 3 clusters
  Score: Raw -14570924.915548 + Penalty 5703.599026 = -14565221.316521
  nChanged 34
		SP:Iteration 17Q (8841.290000 sec): 3 clusters
  Score: Raw -14570952.401310 + Penalty 5703.599026 = -14565248.802283
  nChanged 20
		SP:Iteration 18Q (8841.540000 sec): 3 clusters
  Score: Raw -14570970.179433 + Penalty 5703.599026 = -14565266.580407
  nChanged 21
		SP:Iteration 19Q (8841.800000 sec): 3 clusters
  Score: Raw -14570990.415600 + Penalty 5703.599026 = -14565286.816574
  nChanged 20
		SP:Iteration 20F (8842.150000 sec): 3 clusters
  Score: Raw -14571003.867833 + Penalty 5703.599026 = -14565300.268807
  nChanged 12
		SP:Iteration 21Q (8842.410000 sec): 3 clusters
  Score: Raw -14571012.295416 + Penalty 5703.599026 = -14565308.696390
  nChanged 6
		SP:Iteration 22Q (8842.670000 sec): 3 clusters
  Score: Raw -14571019.728790 + Penalty 5703.599026 = -14565316.129764
  nChanged 6
		SP:Iteration 23Q (8842.930000 sec): 3 clusters
  Score: Raw -14571026.114677 + Penalty 5703.599026 = -14565322.515651
  nChanged 6
		SP:Iteration 24Q (8843.190000 sec): 3 clusters
  Score: Raw -14571030.671699 + Penalty 5703.599026 = -14565327.072672
  nChanged 4
		SP:Iteration 25Q (8843.450000 sec): 3 clusters
  Score: Raw -14571033.223994 + Penalty 5703.599026 = -14565329.624967
  nChanged 2
		SP:Iteration 26Q (8843.710000 sec): 3 clusters
  Score: Raw -14571035.257400 + Penalty 5703.599026 = -14565331.658374
  nChanged 3
		SP:Iteration 27Q (8843.970000 sec): 3 clusters
  Score: Raw -14571038.267292 + Penalty 5703.599026 = -14565334.668266
  nChanged 3
		SP:Iteration 28Q (8844.220000 sec): 3 clusters
  Score: Raw -14571040.838438 + Penalty 5703.599026 = -14565337.239411
  nChanged 4
		SP:Iteration 29Q (8844.480000 sec): 3 clusters
  Score: Raw -14571044.850630 + Penalty 5703.599026 = -14565341.251603
  nChanged 1
		SP:Iteration 30Q (8844.740000 sec): 3 clusters
  Score: Raw -14571046.570481 + Penalty 5703.599026 = -14565342.971454
  nChanged 3
		SP:Iteration 31Q (8845.000000 sec): 3 clusters
  Score: Raw -14571050.180166 + Penalty 5703.599026 = -14565346.581139
  nChanged 6
		SP:Iteration 32Q (8845.250000 sec): 3 clusters
  Score: Raw -14571057.050465 + Penalty 5703.599026 = -14565353.451438
  nChanged 5
		SP:Iteration 33Q (8845.510000 sec): 3 clusters
  Score: Raw -14571061.421481 + Penalty 5703.599026 = -14565357.822455
  nChanged 3
		SP:Iteration 34Q (8845.770000 sec): 3 clusters
  Score: Raw -14571064.050819 + Penalty 5703.599026 = -14565360.451793
  nChanged 4
		SP:Iteration 35Q (8846.020000 sec): 3 clusters
  Score: Raw -14571066.790006 + Penalty 5703.599026 = -14565363.190980
  nChanged 1
		SP:Iteration 36Q (8846.280000 sec): 3 clusters
  Score: Raw -14571067.304093 + Penalty 5703.599026 = -14565363.705066
  nChanged 1
		SP:Iteration 37Q (8846.530000 sec): 3 clusters
  Score: Raw -14571068.216955 + Penalty 5703.599026 = -14565364.617929
  nChanged 0
		SP:Iteration 38F (8846.890000 sec): 3 clusters
  Score: Raw -14571068.216955 + Penalty 5703.599026 = -14565364.617929
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 21 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8846.950000 sec): 2 clusters
  Score: Raw -21897.541583 + Penalty 1273.678012 = -20623.863571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8846.950000 sec): 3 clusters
  Score: Raw -22215.267866 + Penalty 2547.356025 = -19667.911841
  nChanged 7
		SP:Iteration 1Q (8846.950000 sec): 3 clusters
  Score: Raw -22249.632785 + Penalty 2547.356025 = -19702.276760
  nChanged 0
		SP:Iteration 2F (8846.950000 sec): 3 clusters
  Score: Raw -22249.632785 + Penalty 2547.356025 = -19702.276760
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 22 (51081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8847.130000 sec): 2 clusters
  Score: Raw -7501479.168344 + Penalty 2688.609636 = -7498790.558708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8847.320000 sec): 3 clusters
  Score: Raw -7469623.808438 + Penalty 5377.219272 = -7464246.589166
  nChanged 23697
		SP:Iteration 1F (8847.510000 sec): 3 clusters
  Score: Raw -7482721.252559 + Penalty 5377.219272 = -7477344.033287
  nChanged 1801
		SP:Iteration 2Q (8847.710000 sec): 3 clusters
  Score: Raw -7483129.152851 + Penalty 5377.219272 = -7477751.933579
  nChanged 1625
		SP:Iteration 3Q (8847.890000 sec): 3 clusters
  Score: Raw -7483479.508153 + Penalty 5377.219272 = -7478102.288881
  nChanged 1462
		SP:Iteration 4Q (8848.090000 sec): 3 clusters
  Score: Raw -7483807.744028 + Penalty 5377.219272 = -7478430.524756
  nChanged 1460
		SP:Iteration 5Q (8848.280000 sec): 3 clusters
  Score: Raw -7484173.160884 + Penalty 5377.219272 = -7478795.941612
  nChanged 1511
		SP:Iteration 6Q (8848.470000 sec): 3 clusters
  Score: Raw -7484587.184028 + Penalty 5377.219272 = -7479209.964756
  nChanged 1704
		SP:Iteration 7Q (8848.670000 sec): 3 clusters
  Score: Raw -7485143.508324 + Penalty 5377.219272 = -7479766.289052
  nChanged 1975
		SP:Iteration 8Q (8848.860000 sec): 3 clusters
  Score: Raw -7485976.586407 + Penalty 5377.219272 = -7480599.367135
  nChanged 2490
		SP:Iteration 9Q (8849.050000 sec): 3 clusters
  Score: Raw -7487311.279218 + Penalty 5377.219272 = -7481934.059946
  nChanged 3238
		SP:Iteration 10F (8849.250000 sec): 3 clusters
  Score: Raw -7489499.127230 + Penalty 5377.219272 = -7484121.907958
  nChanged 3801
		SP:Iteration 11F (8849.430000 sec): 3 clusters
  Score: Raw -7492605.755294 + Penalty 5377.219272 = -7487228.536022
  nChanged 3889
		SP:Iteration 12F (8849.620000 sec): 3 clusters
  Score: Raw -7496166.907081 + Penalty 5377.219272 = -7490789.687809
  nChanged 2941
		SP:Iteration 13F (8849.810000 sec): 3 clusters
  Score: Raw -7498964.614329 + Penalty 5377.219272 = -7493587.395057
  nChanged 1682
		SP:Iteration 14Q (8849.980000 sec): 3 clusters
  Score: Raw -7500556.393698 + Penalty 5377.219272 = -7495179.174426
  nChanged 754
		SP:Iteration 15Q (8850.130000 sec): 3 clusters
  Score: Raw -7501286.011482 + Penalty 5377.219272 = -7495908.792210
  nChanged 251
		SP:Iteration 16Q (8850.270000 sec): 3 clusters
  Score: Raw -7501535.831521 + Penalty 5377.219272 = -7496158.612249
  nChanged 94
		SP:Iteration 17Q (8850.410000 sec): 3 clusters
  Score: Raw -7501644.925390 + Penalty 5377.219272 = -7496267.706118
  nChanged 39
		SP:Iteration 18Q (8850.550000 sec): 3 clusters
  Score: Raw -7501695.545498 + Penalty 5377.219272 = -7496318.326226
  nChanged 23
		SP:Iteration 19Q (8850.680000 sec): 3 clusters
  Score: Raw -7501728.662106 + Penalty 5377.219272 = -7496351.442834
  nChanged 14
		SP:Iteration 20F (8850.860000 sec): 3 clusters
  Score: Raw -7501749.570921 + Penalty 5377.219272 = -7496372.351649
  nChanged 10
		SP:Iteration 21Q (8850.990000 sec): 3 clusters
  Score: Raw -7501761.812847 + Penalty 5377.219272 = -7496384.593575
  nChanged 8
		SP:Iteration 22Q (8851.130000 sec): 3 clusters
  Score: Raw -7501772.926041 + Penalty 5377.219272 = -7496395.706769
  nChanged 7
		SP:Iteration 23Q (8851.260000 sec): 3 clusters
  Score: Raw -7501785.192547 + Penalty 5377.219272 = -7496407.973275
  nChanged 7
		SP:Iteration 24Q (8851.390000 sec): 3 clusters
  Score: Raw -7501794.796632 + Penalty 5377.219272 = -7496417.577360
  nChanged 3
		SP:Iteration 25Q (8851.520000 sec): 3 clusters
  Score: Raw -7501798.335379 + Penalty 5377.219272 = -7496421.116107
  nChanged 3
		SP:Iteration 26Q (8851.650000 sec): 3 clusters
  Score: Raw -7501801.262703 + Penalty 5377.219272 = -7496424.043431
  nChanged 0
		SP:Iteration 27F (8851.830000 sec): 3 clusters
  Score: Raw -7501801.262703 + Penalty 5377.219272 = -7496424.043431
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 23 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8851.860000 sec): 2 clusters
  Score: Raw -75793.627217 + Penalty 1521.620093 = -74272.007124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8851.860000 sec): 3 clusters
  Score: Raw -76037.211763 + Penalty 3043.240186 = -72993.971577
  nChanged 95
		SP:Iteration 1F (8851.870000 sec): 3 clusters
  Score: Raw -76227.381933 + Penalty 3043.240186 = -73184.141747
  nChanged 24
		SP:Iteration 2F (8851.870000 sec): 3 clusters
  Score: Raw -76286.427653 + Penalty 3043.240186 = -73243.187467
  nChanged 30
		SP:Iteration 3F (8851.870000 sec): 3 clusters
  Score: Raw -76362.380101 + Penalty 3043.240186 = -73319.139915
  nChanged 36
		SP:Iteration 4F (8851.870000 sec): 3 clusters
  Score: Raw -76478.959035 + Penalty 3043.240186 = -73435.718849
  nChanged 34
		SP:Iteration 5F (8851.870000 sec): 3 clusters
  Score: Raw -76614.809908 + Penalty 3043.240186 = -73571.569722
  nChanged 21
		SP:Iteration 6Q (8851.870000 sec): 3 clusters
  Score: Raw -76746.005529 + Penalty 3043.240186 = -73702.765343
  nChanged 13
		SP:Iteration 7Q (8851.870000 sec): 3 clusters
  Score: Raw -76797.172910 + Penalty 3043.240186 = -73753.932724
  nChanged 4
		SP:Iteration 8Q (8851.870000 sec): 3 clusters
  Score: Raw -76821.504700 + Penalty 3043.240186 = -73778.264514
  nChanged 5
		SP:Iteration 9Q (8851.880000 sec): 3 clusters
  Score: Raw -76840.585910 + Penalty 3043.240186 = -73797.345724
  nChanged 3
		SP:Iteration 10Q (8851.880000 sec): 3 clusters
  Score: Raw -76849.965738 + Penalty 3043.240186 = -73806.725552
  nChanged 2
		SP:Iteration 11Q (8851.880000 sec): 3 clusters
  Score: Raw -76855.348298 + Penalty 3043.240186 = -73812.108112
  nChanged 1
		SP:Iteration 12Q (8851.880000 sec): 3 clusters
  Score: Raw -76857.750120 + Penalty 3043.240186 = -73814.509934
  nChanged 0
		SP:Iteration 13F (8851.880000 sec): 3 clusters
  Score: Raw -76857.750120 + Penalty 3043.240186 = -73814.509934
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 24 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8851.890000 sec): 2 clusters
  Score: Raw -68235.047249 + Penalty 1527.979416 = -66707.067833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8851.890000 sec): 3 clusters
  Score: Raw -68273.943869 + Penalty 3055.958832 = -65217.985038
  nChanged 70
		SP:Iteration 1F (8851.890000 sec): 3 clusters
  Score: Raw -68449.685174 + Penalty 3055.958832 = -65393.726342
  nChanged 23
		SP:Iteration 2Q (8851.890000 sec): 3 clusters
  Score: Raw -68515.821433 + Penalty 3055.958832 = -65459.862602
  nChanged 8
		SP:Iteration 3Q (8851.890000 sec): 3 clusters
  Score: Raw -68542.953563 + Penalty 3055.958832 = -65486.994731
  nChanged 10
		SP:Iteration 4Q (8851.890000 sec): 3 clusters
  Score: Raw -68572.610404 + Penalty 3055.958832 = -65516.651572
  nChanged 3
		SP:Iteration 5Q (8851.890000 sec): 3 clusters
  Score: Raw -68586.864107 + Penalty 3055.958832 = -65530.905275
  nChanged 5
		SP:Iteration 6Q (8851.900000 sec): 3 clusters
  Score: Raw -68600.826893 + Penalty 3055.958832 = -65544.868062
  nChanged 4
		SP:Iteration 7Q (8851.900000 sec): 3 clusters
  Score: Raw -68609.908028 + Penalty 3055.958832 = -65553.949196
  nChanged 1
		SP:Iteration 8Q (8851.900000 sec): 3 clusters
  Score: Raw -68610.941408 + Penalty 3055.958832 = -65554.982577
  nChanged 2
		SP:Iteration 9Q (8851.900000 sec): 3 clusters
  Score: Raw -68615.448319 + Penalty 3055.958832 = -65559.489487
  nChanged 1
		SP:Iteration 10Q (8851.900000 sec): 3 clusters
  Score: Raw -68616.041121 + Penalty 3055.958832 = -65560.082289
  nChanged 0
		SP:Iteration 11F (8851.910000 sec): 3 clusters
  Score: Raw -68616.041121 + Penalty 3055.958832 = -65560.082289
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 25 (267931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8852.800000 sec): 2 clusters
  Score: Raw -39649162.005962 + Penalty 3099.624221 = -39646062.381741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8853.800000 sec): 3 clusters
  Score: Raw -39472306.039013 + Penalty 6199.248443 = -39466106.790571
  nChanged 129499
		SP:Iteration 1F (8854.790000 sec): 3 clusters
  Score: Raw -39548698.239311 + Penalty 6199.248443 = -39542498.990869
  nChanged 6681
		SP:Iteration 2Q (8855.810000 sec): 3 clusters
  Score: Raw -39549939.567525 + Penalty 6199.248443 = -39543740.319082
  nChanged 7527
		SP:Iteration 3Q (8856.820000 sec): 3 clusters
  Score: Raw -39551607.243561 + Penalty 6199.248443 = -39545407.995118
  nChanged 8637
		SP:Iteration 4Q (8857.830000 sec): 3 clusters
  Score: Raw -39554088.195211 + Penalty 6199.248443 = -39547888.946768
  nChanged 10843
		SP:Iteration 5Q (8858.840000 sec): 3 clusters
  Score: Raw -39558346.875625 + Penalty 6199.248443 = -39552147.627182
  nChanged 14196
		SP:Iteration 6F (8859.830000 sec): 3 clusters
  Score: Raw -39565900.871504 + Penalty 6199.248443 = -39559701.623061
  nChanged 18323
		SP:Iteration 7F (8860.810000 sec): 3 clusters
  Score: Raw -39578562.460045 + Penalty 6199.248443 = -39572363.211602
  nChanged 21800
		SP:Iteration 8F (8861.800000 sec): 3 clusters
  Score: Raw -39597031.323332 + Penalty 6199.248443 = -39590832.074889
  nChanged 21783
		SP:Iteration 9F (8862.770000 sec): 3 clusters
  Score: Raw -39617746.563510 + Penalty 6199.248443 = -39611547.315067
  nChanged 16863
		SP:Iteration 10F (8863.750000 sec): 3 clusters
  Score: Raw -39634340.148575 + Penalty 6199.248443 = -39628140.900133
  nChanged 9807
		SP:Iteration 11Q (8864.640000 sec): 3 clusters
  Score: Raw -39643828.637403 + Penalty 6199.248443 = -39637629.388961
  nChanged 4160
		SP:Iteration 12Q (8865.440000 sec): 3 clusters
  Score: Raw -39647678.350444 + Penalty 6199.248443 = -39641479.102001
  nChanged 1315
		SP:Iteration 13Q (8866.170000 sec): 3 clusters
  Score: Raw -39648862.894637 + Penalty 6199.248443 = -39642663.646194
  nChanged 328
		SP:Iteration 14Q (8866.870000 sec): 3 clusters
  Score: Raw -39649216.291746 + Penalty 6199.248443 = -39643017.043303
  nChanged 113
		SP:Iteration 15Q (8867.550000 sec): 3 clusters
  Score: Raw -39649346.355242 + Penalty 6199.248443 = -39643147.106800
  nChanged 48
		SP:Iteration 16Q (8868.230000 sec): 3 clusters
  Score: Raw -39649404.313511 + Penalty 6199.248443 = -39643205.065068
  nChanged 24
		SP:Iteration 17Q (8868.910000 sec): 3 clusters
  Score: Raw -39649446.941667 + Penalty 6199.248443 = -39643247.693224
  nChanged 13
		SP:Iteration 18Q (8869.580000 sec): 3 clusters
  Score: Raw -39649463.425200 + Penalty 6199.248443 = -39643264.176757
  nChanged 8
		SP:Iteration 19Q (8870.260000 sec): 3 clusters
  Score: Raw -39649472.168293 + Penalty 6199.248443 = -39643272.919850
  nChanged 5
		SP:Iteration 20F (8871.210000 sec): 3 clusters
  Score: Raw -39649479.291436 + Penalty 6199.248443 = -39643280.042993
  nChanged 2
		SP:Iteration 21Q (8871.890000 sec): 3 clusters
  Score: Raw -39649481.178766 + Penalty 6199.248443 = -39643281.930323
  nChanged 1
		SP:Iteration 22Q (8872.570000 sec): 3 clusters
  Score: Raw -39649482.591863 + Penalty 6199.248443 = -39643283.343420
  nChanged 3
		SP:Iteration 23Q (8873.250000 sec): 3 clusters
  Score: Raw -39649486.705319 + Penalty 6199.248443 = -39643287.456876
  nChanged 1
		SP:Iteration 24Q (8873.920000 sec): 3 clusters
  Score: Raw -39649487.878723 + Penalty 6199.248443 = -39643288.630280
  nChanged 0
		SP:Iteration 25F (8874.870000 sec): 3 clusters
  Score: Raw -39649487.878723 + Penalty 6199.248443 = -39643288.630280
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 26 (33638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8875.080000 sec): 2 clusters
  Score: Raw -5141379.529753 + Penalty 2585.006092 = -5138794.523661
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8875.210000 sec): 3 clusters
  Score: Raw -5120865.584183 + Penalty 5170.012183 = -5115695.572000
  nChanged 15393
		SP:Iteration 1F (8875.330000 sec): 3 clusters
  Score: Raw -5129260.402873 + Penalty 5170.012183 = -5124090.390690
  nChanged 1469
		SP:Iteration 2Q (8875.450000 sec): 3 clusters
  Score: Raw -5129677.241994 + Penalty 5170.012183 = -5124507.229811
  nChanged 1304
		SP:Iteration 3Q (8875.580000 sec): 3 clusters
  Score: Raw -5130044.182178 + Penalty 5170.012183 = -5124874.169995
  nChanged 1160
		SP:Iteration 4Q (8875.700000 sec): 3 clusters
  Score: Raw -5130358.976288 + Penalty 5170.012183 = -5125188.964105
  nChanged 1066
		SP:Iteration 5Q (8875.820000 sec): 3 clusters
  Score: Raw -5130648.850410 + Penalty 5170.012183 = -5125478.838227
  nChanged 1030
		SP:Iteration 6Q (8875.950000 sec): 3 clusters
  Score: Raw -5130967.735801 + Penalty 5170.012183 = -5125797.723618
  nChanged 1112
		SP:Iteration 7Q (8876.070000 sec): 3 clusters
  Score: Raw -5131339.289494 + Penalty 5170.012183 = -5126169.277311
  nChanged 1146
		SP:Iteration 8Q (8876.200000 sec): 3 clusters
  Score: Raw -5131766.535948 + Penalty 5170.012183 = -5126596.523765
  nChanged 1343
		SP:Iteration 9Q (8876.320000 sec): 3 clusters
  Score: Raw -5132421.940924 + Penalty 5170.012183 = -5127251.928741
  nChanged 1652
		SP:Iteration 10Q (8876.450000 sec): 3 clusters
  Score: Raw -5133422.438850 + Penalty 5170.012183 = -5128252.426667
  nChanged 1877
		SP:Iteration 11F (8876.570000 sec): 3 clusters
  Score: Raw -5134703.782640 + Penalty 5170.012183 = -5129533.770457
  nChanged 1940
		SP:Iteration 12F (8876.690000 sec): 3 clusters
  Score: Raw -5136041.670573 + Penalty 5170.012183 = -5130871.658390
  nChanged 1630
		SP:Iteration 13Q (8876.820000 sec): 3 clusters
  Score: Raw -5136969.080946 + Penalty 5170.012183 = -5131799.068763
  nChanged 1172
		SP:Iteration 14Q (8876.940000 sec): 3 clusters
  Score: Raw -5137432.601054 + Penalty 5170.012183 = -5132262.588871
  nChanged 767
		SP:Iteration 15Q (8877.060000 sec): 3 clusters
  Score: Raw -5137668.773014 + Penalty 5170.012183 = -5132498.760831
  nChanged 538
		SP:Iteration 16Q (8877.170000 sec): 3 clusters
  Score: Raw -5137826.543423 + Penalty 5170.012183 = -5132656.531240
  nChanged 449
		SP:Iteration 17Q (8877.290000 sec): 3 clusters
  Score: Raw -5137953.193276 + Penalty 5170.012183 = -5132783.181093
  nChanged 436
		SP:Iteration 18Q (8877.410000 sec): 3 clusters
  Score: Raw -5138068.048232 + Penalty 5170.012183 = -5132898.036049
  nChanged 412
		SP:Iteration 19Q (8877.530000 sec): 3 clusters
  Score: Raw -5138180.404380 + Penalty 5170.012183 = -5133010.392197
  nChanged 406
		SP:Iteration 20F (8877.650000 sec): 3 clusters
  Score: Raw -5138287.435765 + Penalty 5170.012183 = -5133117.423582
  nChanged 420
		SP:Iteration 21Q (8877.770000 sec): 3 clusters
  Score: Raw -5138394.385593 + Penalty 5170.012183 = -5133224.373410
  nChanged 395
		SP:Iteration 22Q (8877.880000 sec): 3 clusters
  Score: Raw -5138500.297473 + Penalty 5170.012183 = -5133330.285290
  nChanged 402
		SP:Iteration 23Q (8878.000000 sec): 3 clusters
  Score: Raw -5138614.071799 + Penalty 5170.012183 = -5133444.059616
  nChanged 423
		SP:Iteration 24Q (8878.120000 sec): 3 clusters
  Score: Raw -5138735.277396 + Penalty 5170.012183 = -5133565.265213
  nChanged 415
		SP:Iteration 25Q (8878.230000 sec): 3 clusters
  Score: Raw -5138856.221309 + Penalty 5170.012183 = -5133686.209126
  nChanged 384
		SP:Iteration 26Q (8878.340000 sec): 3 clusters
  Score: Raw -5138964.249974 + Penalty 5170.012183 = -5133794.237791
  nChanged 386
		SP:Iteration 27Q (8878.460000 sec): 3 clusters
  Score: Raw -5139073.285510 + Penalty 5170.012183 = -5133903.273327
  nChanged 371
		SP:Iteration 28Q (8878.570000 sec): 3 clusters
  Score: Raw -5139182.472867 + Penalty 5170.012183 = -5134012.460684
  nChanged 403
		SP:Iteration 29Q (8878.680000 sec): 3 clusters
  Score: Raw -5139316.880700 + Penalty 5170.012183 = -5134146.868517
  nChanged 421
		SP:Iteration 30Q (8878.780000 sec): 3 clusters
  Score: Raw -5139454.113378 + Penalty 5170.012183 = -5134284.101195
  nChanged 386
		SP:Iteration 31Q (8878.890000 sec): 3 clusters
  Score: Raw -5139578.010307 + Penalty 5170.012183 = -5134407.998124
  nChanged 379
		SP:Iteration 32Q (8879.000000 sec): 3 clusters
  Score: Raw -5139700.018122 + Penalty 5170.012183 = -5134530.005939
  nChanged 386
		SP:Iteration 33Q (8879.100000 sec): 3 clusters
  Score: Raw -5139832.770816 + Penalty 5170.012183 = -5134662.758633
  nChanged 376
		SP:Iteration 34Q (8879.200000 sec): 3 clusters
  Score: Raw -5139969.150011 + Penalty 5170.012183 = -5134799.137828
  nChanged 363
		SP:Iteration 35Q (8879.310000 sec): 3 clusters
  Score: Raw -5140103.615958 + Penalty 5170.012183 = -5134933.603775
  nChanged 370
		SP:Iteration 36Q (8879.410000 sec): 3 clusters
  Score: Raw -5140246.629540 + Penalty 5170.012183 = -5135076.617357
  nChanged 330
		SP:Iteration 37Q (8879.520000 sec): 3 clusters
  Score: Raw -5140360.941890 + Penalty 5170.012183 = -5135190.929707
  nChanged 321
		SP:Iteration 38Q (8879.620000 sec): 3 clusters
  Score: Raw -5140469.842378 + Penalty 5170.012183 = -5135299.830195
  nChanged 286
		SP:Iteration 39Q (8879.720000 sec): 3 clusters
  Score: Raw -5140573.597009 + Penalty 5170.012183 = -5135403.584826
  nChanged 280
		SP:Iteration 40F (8879.830000 sec): 3 clusters
  Score: Raw -5140678.962557 + Penalty 5170.012183 = -5135508.950374
  nChanged 267
		SP:Iteration 41Q (8879.930000 sec): 3 clusters
  Score: Raw -5140783.516021 + Penalty 5170.012183 = -5135613.503838
  nChanged 259
		SP:Iteration 42Q (8880.030000 sec): 3 clusters
  Score: Raw -5140876.069589 + Penalty 5170.012183 = -5135706.057406
  nChanged 217
		SP:Iteration 43Q (8880.130000 sec): 3 clusters
  Score: Raw -5140955.468667 + Penalty 5170.012183 = -5135785.456484
  nChanged 185
		SP:Iteration 44Q (8880.240000 sec): 3 clusters
  Score: Raw -5141020.998691 + Penalty 5170.012183 = -5135850.986508
  nChanged 163
		SP:Iteration 45Q (8880.330000 sec): 3 clusters
  Score: Raw -5141074.705196 + Penalty 5170.012183 = -5135904.693013
  nChanged 136
		SP:Iteration 46Q (8880.430000 sec): 3 clusters
  Score: Raw -5141116.940593 + Penalty 5170.012183 = -5135946.928410
  nChanged 118
		SP:Iteration 47Q (8880.530000 sec): 3 clusters
  Score: Raw -5141151.059152 + Penalty 5170.012183 = -5135981.046969
  nChanged 108
		SP:Iteration 48Q (8880.620000 sec): 3 clusters
  Score: Raw -5141180.137882 + Penalty 5170.012183 = -5136010.125699
  nChanged 100
		SP:Iteration 49Q (8880.720000 sec): 3 clusters
  Score: Raw -5141207.674440 + Penalty 5170.012183 = -5136037.662257
  nChanged 93
		SP:Iteration 50Q (8880.810000 sec): 3 clusters
  Score: Raw -5141235.329635 + Penalty 5170.012183 = -5136065.317452
  nChanged 88
		SP:Iteration 51Q (8880.910000 sec): 3 clusters
  Score: Raw -5141260.754151 + Penalty 5170.012183 = -5136090.741968
  nChanged 81
		SP:Iteration 52Q (8881.000000 sec): 3 clusters
  Score: Raw -5141285.776105 + Penalty 5170.012183 = -5136115.763922
  nChanged 77
		SP:Iteration 53Q (8881.100000 sec): 3 clusters
  Score: Raw -5141308.014611 + Penalty 5170.012183 = -5136138.002428
  nChanged 68
		SP:Iteration 54Q (8881.190000 sec): 3 clusters
  Score: Raw -5141324.767893 + Penalty 5170.012183 = -5136154.755710
  nChanged 58
		SP:Iteration 55Q (8881.280000 sec): 3 clusters
  Score: Raw -5141340.902361 + Penalty 5170.012183 = -5136170.890178
  nChanged 53
		SP:Iteration 56Q (8881.370000 sec): 3 clusters
  Score: Raw -5141353.480719 + Penalty 5170.012183 = -5136183.468536
  nChanged 40
		SP:Iteration 57Q (8881.470000 sec): 3 clusters
  Score: Raw -5141364.351727 + Penalty 5170.012183 = -5136194.339544
  nChanged 45
		SP:Iteration 58Q (8881.560000 sec): 3 clusters
  Score: Raw -5141377.600700 + Penalty 5170.012183 = -5136207.588517
  nChanged 47
		SP:Iteration 59Q (8881.650000 sec): 3 clusters
  Score: Raw -5141390.556477 + Penalty 5170.012183 = -5136220.544294
  nChanged 57
		SP:Iteration 60F (8881.770000 sec): 3 clusters
  Score: Raw -5141407.039714 + Penalty 5170.012183 = -5136237.027531
  nChanged 44
		SP:Iteration 61Q (8881.860000 sec): 3 clusters
  Score: Raw -5141420.793940 + Penalty 5170.012183 = -5136250.781757
  nChanged 37
		SP:Iteration 62Q (8881.950000 sec): 3 clusters
  Score: Raw -5141430.557004 + Penalty 5170.012183 = -5136260.544821
  nChanged 36
		SP:Iteration 63Q (8882.050000 sec): 3 clusters
  Score: Raw -5141439.973956 + Penalty 5170.012183 = -5136269.961773
  nChanged 44
		SP:Iteration 64Q (8882.140000 sec): 3 clusters
  Score: Raw -5141450.461630 + Penalty 5170.012183 = -5136280.449447
  nChanged 35
		SP:Iteration 65Q (8882.230000 sec): 3 clusters
  Score: Raw -5141458.733871 + Penalty 5170.012183 = -5136288.721688
  nChanged 34
		SP:Iteration 66Q (8882.320000 sec): 3 clusters
  Score: Raw -5141466.681040 + Penalty 5170.012183 = -5136296.668857
  nChanged 31
		SP:Iteration 67Q (8882.420000 sec): 3 clusters
  Score: Raw -5141475.501919 + Penalty 5170.012183 = -5136305.489736
  nChanged 29
		SP:Iteration 68Q (8882.510000 sec): 3 clusters
  Score: Raw -5141483.039218 + Penalty 5170.012183 = -5136313.027035
  nChanged 15
		SP:Iteration 69Q (8882.610000 sec): 3 clusters
  Score: Raw -5141486.761944 + Penalty 5170.012183 = -5136316.749760
  nChanged 17
		SP:Iteration 70Q (8882.690000 sec): 3 clusters
  Score: Raw -5141491.115748 + Penalty 5170.012183 = -5136321.103565
  nChanged 15
		SP:Iteration 71Q (8882.790000 sec): 3 clusters
  Score: Raw -5141494.267400 + Penalty 5170.012183 = -5136324.255217
  nChanged 20
		SP:Iteration 72Q (8882.880000 sec): 3 clusters
  Score: Raw -5141498.449530 + Penalty 5170.012183 = -5136328.437347
  nChanged 21
		SP:Iteration 73Q (8882.970000 sec): 3 clusters
  Score: Raw -5141502.067434 + Penalty 5170.012183 = -5136332.055251
  nChanged 13
		SP:Iteration 74Q (8883.070000 sec): 3 clusters
  Score: Raw -5141504.981197 + Penalty 5170.012183 = -5136334.969014
  nChanged 11
		SP:Iteration 75Q (8883.150000 sec): 3 clusters
  Score: Raw -5141506.991378 + Penalty 5170.012183 = -5136336.979195
  nChanged 5
		SP:Iteration 76Q (8883.250000 sec): 3 clusters
  Score: Raw -5141507.649281 + Penalty 5170.012183 = -5136337.637098
  nChanged 5
		SP:Iteration 77Q (8883.340000 sec): 3 clusters
  Score: Raw -5141508.530549 + Penalty 5170.012183 = -5136338.518366
  nChanged 3
		SP:Iteration 78Q (8883.430000 sec): 3 clusters
  Score: Raw -5141509.133590 + Penalty 5170.012183 = -5136339.121407
  nChanged 3
		SP:Iteration 79Q (8883.530000 sec): 3 clusters
  Score: Raw -5141509.604751 + Penalty 5170.012183 = -5136339.592568
  nChanged 2
		SP:Iteration 80F (8883.640000 sec): 3 clusters
  Score: Raw -5141509.946288 + Penalty 5170.012183 = -5136339.934105
  nChanged 3
		SP:Iteration 81Q (8883.730000 sec): 3 clusters
  Score: Raw -5141510.393251 + Penalty 5170.012183 = -5136340.381068
  nChanged 1
		SP:Iteration 82Q (8883.820000 sec): 3 clusters
  Score: Raw -5141510.709690 + Penalty 5170.012183 = -5136340.697507
  nChanged 2
		SP:Iteration 83Q (8883.910000 sec): 3 clusters
  Score: Raw -5141511.006975 + Penalty 5170.012183 = -5136340.994792
  nChanged 2
		SP:Iteration 84Q (8884.010000 sec): 3 clusters
  Score: Raw -5141511.678218 + Penalty 5170.012183 = -5136341.666035
  nChanged 4
		SP:Iteration 85Q (8884.090000 sec): 3 clusters
  Score: Raw -5141512.173531 + Penalty 5170.012183 = -5136342.161348
  nChanged 4
		SP:Iteration 86Q (8884.190000 sec): 3 clusters
  Score: Raw -5141512.654371 + Penalty 5170.012183 = -5136342.642188
  nChanged 0
		SP:Iteration 87F (8884.300000 sec): 3 clusters
  Score: Raw -5141512.654371 + Penalty 5170.012183 = -5136342.642188
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 27 (1082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.320000 sec): 2 clusters
  Score: Raw -141751.663836 + Penalty 1732.668482 = -140018.995354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.330000 sec): 3 clusters
  Score: Raw -141503.701203 + Penalty 3465.336964 = -138038.364239
  nChanged 311
		SP:Iteration 1F (8884.330000 sec): 3 clusters
  Score: Raw -141861.901028 + Penalty 3465.336964 = -138396.564064
  nChanged 68
		SP:Iteration 2F (8884.330000 sec): 3 clusters
  Score: Raw -141953.747693 + Penalty 3465.336964 = -138488.410729
  nChanged 41
		SP:Iteration 3Q (8884.340000 sec): 3 clusters
  Score: Raw -142016.761911 + Penalty 3465.336964 = -138551.424947
  nChanged 32
		SP:Iteration 4Q (8884.340000 sec): 3 clusters
  Score: Raw -142058.689031 + Penalty 3465.336964 = -138593.352067
  nChanged 25
		SP:Iteration 5Q (8884.350000 sec): 3 clusters
  Score: Raw -142117.567097 + Penalty 3465.336964 = -138652.230133
  nChanged 27
		SP:Iteration 6Q (8884.350000 sec): 3 clusters
  Score: Raw -142163.836216 + Penalty 3465.336964 = -138698.499252
  nChanged 22
		SP:Iteration 7Q (8884.350000 sec): 3 clusters
  Score: Raw -142199.536890 + Penalty 3465.336964 = -138734.199926
  nChanged 21
		SP:Iteration 8Q (8884.350000 sec): 3 clusters
  Score: Raw -142232.754162 + Penalty 3465.336964 = -138767.417198
  nChanged 23
		SP:Iteration 9Q (8884.360000 sec): 3 clusters
  Score: Raw -142275.524751 + Penalty 3465.336964 = -138810.187787
  nChanged 17
		SP:Iteration 10Q (8884.360000 sec): 3 clusters
  Score: Raw -142300.389613 + Penalty 3465.336964 = -138835.052649
  nChanged 7
		SP:Iteration 11Q (8884.370000 sec): 3 clusters
  Score: Raw -142307.494651 + Penalty 3465.336964 = -138842.157687
  nChanged 5
		SP:Iteration 12Q (8884.370000 sec): 3 clusters
  Score: Raw -142313.384500 + Penalty 3465.336964 = -138848.047536
  nChanged 5
		SP:Iteration 13Q (8884.370000 sec): 3 clusters
  Score: Raw -142321.164571 + Penalty 3465.336964 = -138855.827608
  nChanged 5
		SP:Iteration 14Q (8884.370000 sec): 3 clusters
  Score: Raw -142334.072457 + Penalty 3465.336964 = -138868.735493
  nChanged 7
		SP:Iteration 15Q (8884.380000 sec): 3 clusters
  Score: Raw -142354.092159 + Penalty 3465.336964 = -138888.755195
  nChanged 8
		SP:Iteration 16Q (8884.380000 sec): 3 clusters
  Score: Raw -142368.356303 + Penalty 3465.336964 = -138903.019339
  nChanged 4
		SP:Iteration 17Q (8884.390000 sec): 3 clusters
  Score: Raw -142374.496461 + Penalty 3465.336964 = -138909.159498
  nChanged 6
		SP:Iteration 18Q (8884.390000 sec): 3 clusters
  Score: Raw -142381.078459 + Penalty 3465.336964 = -138915.741495
  nChanged 2
		SP:Iteration 19Q (8884.390000 sec): 3 clusters
  Score: Raw -142382.549225 + Penalty 3465.336964 = -138917.212261
  nChanged 2
		SP:Iteration 20F (8884.400000 sec): 3 clusters
  Score: Raw -142384.791994 + Penalty 3465.336964 = -138919.455030
  nChanged 3
		SP:Iteration 21Q (8884.400000 sec): 3 clusters
  Score: Raw -142387.625431 + Penalty 3465.336964 = -138922.288468
  nChanged 1
		SP:Iteration 22Q (8884.400000 sec): 3 clusters
  Score: Raw -142388.895460 + Penalty 3465.336964 = -138923.558496
  nChanged 1
		SP:Iteration 23Q (8884.410000 sec): 3 clusters
  Score: Raw -142389.493575 + Penalty 3465.336964 = -138924.156611
  nChanged 1
		SP:Iteration 24Q (8884.410000 sec): 3 clusters
  Score: Raw -142390.999096 + Penalty 3465.336964 = -138925.662132
  nChanged 3
		SP:Iteration 25Q (8884.410000 sec): 3 clusters
  Score: Raw -142393.123170 + Penalty 3465.336964 = -138927.786206
  nChanged 1
		SP:Iteration 26Q (8884.420000 sec): 3 clusters
  Score: Raw -142394.597599 + Penalty 3465.336964 = -138929.260635
  nChanged 3
		SP:Iteration 27Q (8884.420000 sec): 3 clusters
  Score: Raw -142403.187684 + Penalty 3465.336964 = -138937.850721
  nChanged 3
		SP:Iteration 28Q (8884.420000 sec): 3 clusters
  Score: Raw -142404.745413 + Penalty 3465.336964 = -138939.408449
  nChanged 1
		SP:Iteration 29Q (8884.430000 sec): 3 clusters
  Score: Raw -142405.554360 + Penalty 3465.336964 = -138940.217396
  nChanged 1
		SP:Iteration 30Q (8884.430000 sec): 3 clusters
  Score: Raw -142406.695245 + Penalty 3465.336964 = -138941.358281
  nChanged 1
		SP:Iteration 31Q (8884.430000 sec): 3 clusters
  Score: Raw -142408.727032 + Penalty 3465.336964 = -138943.390068
  nChanged 2
		SP:Iteration 32Q (8884.440000 sec): 3 clusters
  Score: Raw -142411.688265 + Penalty 3465.336964 = -138946.351301
  nChanged 3
		SP:Iteration 33Q (8884.440000 sec): 3 clusters
  Score: Raw -142416.064264 + Penalty 3465.336964 = -138950.727300
  nChanged 4
		SP:Iteration 34Q (8884.440000 sec): 3 clusters
  Score: Raw -142421.052951 + Penalty 3465.336964 = -138955.715987
  nChanged 3
		SP:Iteration 35Q (8884.450000 sec): 3 clusters
  Score: Raw -142423.884320 + Penalty 3465.336964 = -138958.547356
  nChanged 2
		SP:Iteration 36Q (8884.450000 sec): 3 clusters
  Score: Raw -142424.890984 + Penalty 3465.336964 = -138959.554020
  nChanged 1
		SP:Iteration 37Q (8884.450000 sec): 3 clusters
  Score: Raw -142426.072700 + Penalty 3465.336964 = -138960.735736
  nChanged 1
		SP:Iteration 38Q (8884.450000 sec): 3 clusters
  Score: Raw -142426.646306 + Penalty 3465.336964 = -138961.309342
  nChanged 2
		SP:Iteration 39Q (8884.460000 sec): 3 clusters
  Score: Raw -142427.946387 + Penalty 3465.336964 = -138962.609423
  nChanged 1
		SP:Iteration 40F (8884.460000 sec): 3 clusters
  Score: Raw -142428.126218 + Penalty 3465.336964 = -138962.789254
  nChanged 1
		SP:Iteration 41Q (8884.470000 sec): 3 clusters
  Score: Raw -142429.450216 + Penalty 3465.336964 = -138964.113252
  nChanged 0
		SP:Iteration 42F (8884.470000 sec): 3 clusters
  Score: Raw -142429.450216 + Penalty 3465.336964 = -138964.113252
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 28 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.470000 sec): 2 clusters
  Score: Raw -31335.455707 + Penalty 1352.919637 = -29982.536071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.470000 sec): 3 clusters
  Score: Raw -31540.208994 + Penalty 2705.839273 = -28834.369721
  nChanged 27
		SP:Iteration 1F (8884.470000 sec): 3 clusters
  Score: Raw -31665.470840 + Penalty 2705.839273 = -28959.631567
  nChanged 9
		SP:Iteration 2Q (8884.470000 sec): 3 clusters
  Score: Raw -31721.577326 + Penalty 2705.839273 = -29015.738053
  nChanged 4
		SP:Iteration 3Q (8884.480000 sec): 3 clusters
  Score: Raw -31765.121038 + Penalty 2705.839273 = -29059.281765
  nChanged 5
		SP:Iteration 4Q (8884.480000 sec): 3 clusters
  Score: Raw -31799.268846 + Penalty 2705.839273 = -29093.429572
  nChanged 6
		SP:Iteration 5Q (8884.480000 sec): 3 clusters
  Score: Raw -31841.571213 + Penalty 2705.839273 = -29135.731939
  nChanged 3
		SP:Iteration 6Q (8884.480000 sec): 3 clusters
  Score: Raw -31856.589255 + Penalty 2705.839273 = -29150.749982
  nChanged 0
		SP:Iteration 7F (8884.480000 sec): 3 clusters
  Score: Raw -31856.589255 + Penalty 2705.839273 = -29150.749982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 29 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.480000 sec): 2 clusters
  Score: Raw -77776.372317 + Penalty 1586.024876 = -76190.347441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.490000 sec): 3 clusters
  Score: Raw -77806.112013 + Penalty 3172.049753 = -74634.062260
  nChanged 137
		SP:Iteration 1F (8884.490000 sec): 3 clusters
  Score: Raw -78207.810089 + Penalty 3172.049753 = -75035.760337
  nChanged 49
		SP:Iteration 2F (8884.490000 sec): 3 clusters
  Score: Raw -78362.988096 + Penalty 3172.049753 = -75190.938344
  nChanged 30
		SP:Iteration 3F (8884.490000 sec): 3 clusters
  Score: Raw -78461.224149 + Penalty 3172.049753 = -75289.174397
  nChanged 23
		SP:Iteration 4Q (8884.490000 sec): 3 clusters
  Score: Raw -78542.825409 + Penalty 3172.049753 = -75370.775656
  nChanged 16
		SP:Iteration 5Q (8884.490000 sec): 3 clusters
  Score: Raw -78643.817780 + Penalty 3172.049753 = -75471.768028
  nChanged 16
		SP:Iteration 6Q (8884.500000 sec): 3 clusters
  Score: Raw -78704.199928 + Penalty 3172.049753 = -75532.150176
  nChanged 12
		SP:Iteration 7Q (8884.500000 sec): 3 clusters
  Score: Raw -78740.752481 + Penalty 3172.049753 = -75568.702728
  nChanged 7
		SP:Iteration 8Q (8884.500000 sec): 3 clusters
  Score: Raw -78779.711142 + Penalty 3172.049753 = -75607.661389
  nChanged 4
		SP:Iteration 9Q (8884.500000 sec): 3 clusters
  Score: Raw -78792.231129 + Penalty 3172.049753 = -75620.181376
  nChanged 0
		SP:Iteration 10F (8884.500000 sec): 3 clusters
  Score: Raw -78792.231129 + Penalty 3172.049753 = -75620.181376
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 30 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.510000 sec): 2 clusters
  Score: Raw -24575.550785 + Penalty 1363.297720 = -23212.253065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.510000 sec): 3 clusters
  Score: Raw -24796.829903 + Penalty 2726.595440 = -22070.234464
  nChanged 29
		SP:Iteration 1F (8884.510000 sec): 3 clusters
  Score: Raw -25052.257997 + Penalty 2726.595440 = -22325.662557
  nChanged 12
		SP:Iteration 2Q (8884.510000 sec): 3 clusters
  Score: Raw -25254.389549 + Penalty 2726.595440 = -22527.794110
  nChanged 6
		SP:Iteration 3Q (8884.510000 sec): 3 clusters
  Score: Raw -25281.744649 + Penalty 2726.595440 = -22555.149209
  nChanged 6
		SP:Iteration 4Q (8884.510000 sec): 3 clusters
  Score: Raw -25327.146646 + Penalty 2726.595440 = -22600.551206
  nChanged 3
		SP:Iteration 5Q (8884.510000 sec): 3 clusters
  Score: Raw -25351.889583 + Penalty 2726.595440 = -22625.294144
  nChanged 5
		SP:Iteration 6Q (8884.510000 sec): 3 clusters
  Score: Raw -25401.595651 + Penalty 2726.595440 = -22675.000211
  nChanged 0
		SP:Iteration 7F (8884.510000 sec): 3 clusters
  Score: Raw -25401.595651 + Penalty 2726.595440 = -22675.000211
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 31 (273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.510000 sec): 2 clusters
  Score: Raw -33339.247056 + Penalty 1391.149005 = -31948.098051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.520000 sec): 3 clusters
  Score: Raw -33576.708366 + Penalty 2782.298010 = -30794.410355
  nChanged 44
		SP:Iteration 1F (8884.520000 sec): 3 clusters
  Score: Raw -33852.980955 + Penalty 2782.298010 = -31070.682945
  nChanged 11
		SP:Iteration 2Q (8884.520000 sec): 3 clusters
  Score: Raw -33899.365862 + Penalty 2782.298010 = -31117.067851
  nChanged 4
		SP:Iteration 3Q (8884.520000 sec): 3 clusters
  Score: Raw -33922.773349 + Penalty 2782.298010 = -31140.475338
  nChanged 3
		SP:Iteration 4Q (8884.520000 sec): 3 clusters
  Score: Raw -33947.356209 + Penalty 2782.298010 = -31165.058198
  nChanged 6
		SP:Iteration 5Q (8884.520000 sec): 3 clusters
  Score: Raw -33976.037060 + Penalty 2782.298010 = -31193.739049
  nChanged 2
		SP:Iteration 6Q (8884.520000 sec): 3 clusters
  Score: Raw -33984.859424 + Penalty 2782.298010 = -31202.561414
  nChanged 2
		SP:Iteration 7Q (8884.520000 sec): 3 clusters
  Score: Raw -34000.674857 + Penalty 2782.298010 = -31218.376847
  nChanged 2
		SP:Iteration 8Q (8884.520000 sec): 3 clusters
  Score: Raw -34021.593083 + Penalty 2782.298010 = -31239.295073
  nChanged 3
		SP:Iteration 9Q (8884.530000 sec): 3 clusters
  Score: Raw -34046.766030 + Penalty 2782.298010 = -31264.468019
  nChanged 2
		SP:Iteration 10Q (8884.530000 sec): 3 clusters
  Score: Raw -34070.893723 + Penalty 2782.298010 = -31288.595712
  nChanged 1
		SP:Iteration 11Q (8884.530000 sec): 3 clusters
  Score: Raw -34076.248803 + Penalty 2782.298010 = -31293.950792
  nChanged 1
		SP:Iteration 12Q (8884.530000 sec): 3 clusters
  Score: Raw -34083.310578 + Penalty 2782.298010 = -31301.012567
  nChanged 0
		SP:Iteration 13F (8884.530000 sec): 3 clusters
  Score: Raw -34083.310578 + Penalty 2782.298010 = -31301.012567
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 32 (220 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.530000 sec): 2 clusters
  Score: Raw -29705.057368 + Penalty 1337.619631 = -28367.437737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.530000 sec): 3 clusters
  Score: Raw -29914.924859 + Penalty 2675.239263 = -27239.685596
  nChanged 23
		SP:Iteration 1F (8884.530000 sec): 3 clusters
  Score: Raw -30008.323905 + Penalty 2675.239263 = -27333.084642
  nChanged 7
		SP:Iteration 2Q (8884.530000 sec): 3 clusters
  Score: Raw -30040.975868 + Penalty 2675.239263 = -27365.736605
  nChanged 1
		SP:Iteration 3Q (8884.530000 sec): 3 clusters
  Score: Raw -30051.040250 + Penalty 2675.239263 = -27375.800987
  nChanged 2
		SP:Iteration 4Q (8884.530000 sec): 3 clusters
  Score: Raw -30067.859326 + Penalty 2675.239263 = -27392.620063
  nChanged 0
		SP:Iteration 5F (8884.530000 sec): 3 clusters
  Score: Raw -30067.859326 + Penalty 2675.239263 = -27392.620063
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 33 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.540000 sec): 2 clusters
  Score: Raw -54990.028043 + Penalty 1487.736267 = -53502.291776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.540000 sec): 3 clusters
  Score: Raw -55091.375993 + Penalty 2975.472535 = -52115.903458
  nChanged 60
		SP:Iteration 1F (8884.540000 sec): 3 clusters
  Score: Raw -55236.171269 + Penalty 2975.472535 = -52260.698734
  nChanged 24
		SP:Iteration 2F (8884.540000 sec): 3 clusters
  Score: Raw -55310.987915 + Penalty 2975.472535 = -52335.515381
  nChanged 14
		SP:Iteration 3Q (8884.540000 sec): 3 clusters
  Score: Raw -55355.184429 + Penalty 2975.472535 = -52379.711894
  nChanged 7
		SP:Iteration 4Q (8884.550000 sec): 3 clusters
  Score: Raw -55374.608150 + Penalty 2975.472535 = -52399.135615
  nChanged 3
		SP:Iteration 5Q (8884.550000 sec): 3 clusters
  Score: Raw -55384.317005 + Penalty 2975.472535 = -52408.844470
  nChanged 1
		SP:Iteration 6Q (8884.550000 sec): 3 clusters
  Score: Raw -55386.613597 + Penalty 2975.472535 = -52411.141062
  nChanged 0
		SP:Iteration 7F (8884.550000 sec): 3 clusters
  Score: Raw -55386.613597 + Penalty 2975.472535 = -52411.141062
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 34 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.550000 sec): 2 clusters
  Score: Raw -17577.559976 + Penalty 1308.972435 = -16268.587541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.550000 sec): 3 clusters
  Score: Raw -18116.419310 + Penalty 2617.944871 = -15498.474439
  nChanged 25
		SP:Iteration 1F (8884.550000 sec): 3 clusters
  Score: Raw -18229.842877 + Penalty 2617.944871 = -15611.898006
  nChanged 11
		SP:Iteration 2F (8884.550000 sec): 3 clusters
  Score: Raw -18306.634345 + Penalty 2617.944871 = -15688.689474
  nChanged 4
		SP:Iteration 3Q (8884.550000 sec): 3 clusters
  Score: Raw -18332.667239 + Penalty 2617.944871 = -15714.722368
  nChanged 3
		SP:Iteration 4Q (8884.550000 sec): 3 clusters
  Score: Raw -18343.337190 + Penalty 2617.944871 = -15725.392319
  nChanged 4
		SP:Iteration 5Q (8884.550000 sec): 3 clusters
  Score: Raw -18354.784423 + Penalty 2617.944871 = -15736.839552
  nChanged 3
		SP:Iteration 6Q (8884.560000 sec): 3 clusters
  Score: Raw -18370.396225 + Penalty 2617.944871 = -15752.451354
  nChanged 5
		SP:Iteration 7Q (8884.560000 sec): 3 clusters
  Score: Raw -18395.376031 + Penalty 2617.944871 = -15777.431160
  nChanged 1
		SP:Iteration 8Q (8884.560000 sec): 3 clusters
  Score: Raw -18401.097506 + Penalty 2617.944871 = -15783.152635
  nChanged 1
		SP:Iteration 9Q (8884.560000 sec): 3 clusters
  Score: Raw -18406.665959 + Penalty 2617.944871 = -15788.721088
  nChanged 1
		SP:Iteration 10Q (8884.560000 sec): 3 clusters
  Score: Raw -18414.075544 + Penalty 2617.944871 = -15796.130673
  nChanged 2
		SP:Iteration 11Q (8884.560000 sec): 3 clusters
  Score: Raw -18455.956512 + Penalty 2617.944871 = -15838.011641
  nChanged 0
		SP:Iteration 12F (8884.560000 sec): 3 clusters
  Score: Raw -18458.530363 + Penalty 2617.944871 = -15840.585492
  nChanged 1
		SP:Iteration 13Q (8884.560000 sec): 3 clusters
  Score: Raw -18464.594863 + Penalty 2617.944871 = -15846.649992
  nChanged 0
		SP:Iteration 14F (8884.560000 sec): 3 clusters
  Score: Raw -18464.594863 + Penalty 2617.944871 = -15846.649992
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 35 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.560000 sec): 2 clusters
  Score: Raw -29308.559886 + Penalty 1343.192900 = -27965.366987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.570000 sec): 3 clusters
  Score: Raw -29585.568490 + Penalty 2686.385799 = -26899.182690
  nChanged 20
		SP:Iteration 1F (8884.570000 sec): 3 clusters
  Score: Raw -29684.607558 + Penalty 2686.385799 = -26998.221759
  nChanged 5
		SP:Iteration 2Q (8884.570000 sec): 3 clusters
  Score: Raw -29703.741175 + Penalty 2686.385799 = -27017.355375
  nChanged 1
		SP:Iteration 3Q (8884.570000 sec): 3 clusters
  Score: Raw -29705.315768 + Penalty 2686.385799 = -27018.929969
  nChanged 0
		SP:Iteration 4F (8884.570000 sec): 3 clusters
  Score: Raw -29705.315768 + Penalty 2686.385799 = -27018.929969
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 36 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.570000 sec): 2 clusters
  Score: Raw -46074.767155 + Penalty 1447.033063 = -44627.734092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.570000 sec): 3 clusters
  Score: Raw -46272.695384 + Penalty 2894.066126 = -43378.629259
  nChanged 63
		SP:Iteration 1F (8884.570000 sec): 3 clusters
  Score: Raw -46472.451785 + Penalty 2894.066126 = -43578.385660
  nChanged 18
		SP:Iteration 2F (8884.570000 sec): 3 clusters
  Score: Raw -46517.852207 + Penalty 2894.066126 = -43623.786081
  nChanged 8
		SP:Iteration 3Q (8884.570000 sec): 3 clusters
  Score: Raw -46546.351644 + Penalty 2894.066126 = -43652.285518
  nChanged 4
		SP:Iteration 4Q (8884.580000 sec): 3 clusters
  Score: Raw -46578.044619 + Penalty 2894.066126 = -43683.978493
  nChanged 2
		SP:Iteration 5Q (8884.580000 sec): 3 clusters
  Score: Raw -46585.992032 + Penalty 2894.066126 = -43691.925907
  nChanged 0
		SP:Iteration 6F (8884.580000 sec): 3 clusters
  Score: Raw -46585.992032 + Penalty 2894.066126 = -43691.925907
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 37 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.580000 sec): 2 clusters
  Score: Raw -55182.072788 + Penalty 1502.662553 = -53679.410236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.580000 sec): 3 clusters
  Score: Raw -55254.616734 + Penalty 3005.325105 = -52249.291629
  nChanged 75
		SP:Iteration 1F (8884.590000 sec): 3 clusters
  Score: Raw -55434.704833 + Penalty 3005.325105 = -52429.379728
  nChanged 26
		SP:Iteration 2F (8884.590000 sec): 3 clusters
  Score: Raw -55514.275846 + Penalty 3005.325105 = -52508.950741
  nChanged 17
		SP:Iteration 3Q (8884.590000 sec): 3 clusters
  Score: Raw -55609.800749 + Penalty 3005.325105 = -52604.475644
  nChanged 13
		SP:Iteration 4Q (8884.590000 sec): 3 clusters
  Score: Raw -55694.062391 + Penalty 3005.325105 = -52688.737286
  nChanged 17
		SP:Iteration 5Q (8884.590000 sec): 3 clusters
  Score: Raw -55763.096586 + Penalty 3005.325105 = -52757.771481
  nChanged 14
		SP:Iteration 6Q (8884.590000 sec): 3 clusters
  Score: Raw -55817.084732 + Penalty 3005.325105 = -52811.759627
  nChanged 12
		SP:Iteration 7Q (8884.590000 sec): 3 clusters
  Score: Raw -55875.300665 + Penalty 3005.325105 = -52869.975560
  nChanged 10
		SP:Iteration 8Q (8884.590000 sec): 3 clusters
  Score: Raw -55909.943875 + Penalty 3005.325105 = -52904.618770
  nChanged 4
		SP:Iteration 9Q (8884.600000 sec): 3 clusters
  Score: Raw -55927.960670 + Penalty 3005.325105 = -52922.635565
  nChanged 5
		SP:Iteration 10Q (8884.600000 sec): 3 clusters
  Score: Raw -55946.483255 + Penalty 3005.325105 = -52941.158150
  nChanged 5
		SP:Iteration 11Q (8884.600000 sec): 3 clusters
  Score: Raw -55962.929080 + Penalty 3005.325105 = -52957.603975
  nChanged 3
		SP:Iteration 12Q (8884.600000 sec): 3 clusters
  Score: Raw -55970.818807 + Penalty 3005.325105 = -52965.493702
  nChanged 0
		SP:Iteration 13F (8884.600000 sec): 3 clusters
  Score: Raw -55970.818807 + Penalty 3005.325105 = -52965.493702
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 39 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.600000 sec): 2 clusters
  Score: Raw -22896.629861 + Penalty 1287.853299 = -21608.776562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.610000 sec): 3 clusters
  Score: Raw -23174.922207 + Penalty 2575.706598 = -20599.215609
  nChanged 16
		SP:Iteration 1F (8884.610000 sec): 3 clusters
  Score: Raw -23241.219279 + Penalty 2575.706598 = -20665.512681
  nChanged 3
		SP:Iteration 2Q (8884.610000 sec): 3 clusters
  Score: Raw -23252.115778 + Penalty 2575.706598 = -20676.409180
  nChanged 1
		SP:Iteration 3Q (8884.610000 sec): 3 clusters
  Score: Raw -23256.066069 + Penalty 2575.706598 = -20680.359471
  nChanged 0
		SP:Iteration 4F (8884.610000 sec): 3 clusters
  Score: Raw -23256.066069 + Penalty 2575.706598 = -20680.359471
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 40 (512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.610000 sec): 2 clusters
  Score: Raw -68690.960353 + Penalty 1547.104507 = -67143.855846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.610000 sec): 3 clusters
  Score: Raw -68720.639017 + Penalty 3094.209014 = -65626.430003
  nChanged 90
		SP:Iteration 1F (8884.610000 sec): 3 clusters
  Score: Raw -68880.815630 + Penalty 3094.209014 = -65786.606616
  nChanged 28
		SP:Iteration 2F (8884.610000 sec): 3 clusters
  Score: Raw -68943.511037 + Penalty 3094.209014 = -65849.302023
  nChanged 14
		SP:Iteration 3Q (8884.620000 sec): 3 clusters
  Score: Raw -68976.459607 + Penalty 3094.209014 = -65882.250593
  nChanged 19
		SP:Iteration 4Q (8884.620000 sec): 3 clusters
  Score: Raw -69025.518970 + Penalty 3094.209014 = -65931.309956
  nChanged 10
		SP:Iteration 5Q (8884.620000 sec): 3 clusters
  Score: Raw -69049.527111 + Penalty 3094.209014 = -65955.318097
  nChanged 8
		SP:Iteration 6Q (8884.620000 sec): 3 clusters
  Score: Raw -69067.883847 + Penalty 3094.209014 = -65973.674833
  nChanged 6
		SP:Iteration 7Q (8884.630000 sec): 3 clusters
  Score: Raw -69079.671214 + Penalty 3094.209014 = -65985.462200
  nChanged 4
		SP:Iteration 8Q (8884.630000 sec): 3 clusters
  Score: Raw -69086.567879 + Penalty 3094.209014 = -65992.358865
  nChanged 2
		SP:Iteration 9Q (8884.630000 sec): 3 clusters
  Score: Raw -69091.301592 + Penalty 3094.209014 = -65997.092578
  nChanged 4
		SP:Iteration 10Q (8884.630000 sec): 3 clusters
  Score: Raw -69097.756293 + Penalty 3094.209014 = -66003.547279
  nChanged 3
		SP:Iteration 11Q (8884.630000 sec): 3 clusters
  Score: Raw -69103.740277 + Penalty 3094.209014 = -66009.531263
  nChanged 3
		SP:Iteration 12Q (8884.630000 sec): 3 clusters
  Score: Raw -69113.080245 + Penalty 3094.209014 = -66018.871231
  nChanged 0
		SP:Iteration 13F (8884.630000 sec): 3 clusters
  Score: Raw -69113.080245 + Penalty 3094.209014 = -66018.871231
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 41 (229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.630000 sec): 2 clusters
  Score: Raw -17507.566419 + Penalty 1347.563057 = -16160.003362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.630000 sec): 3 clusters
  Score: Raw -18008.907466 + Penalty 2695.126114 = -15313.781353
  nChanged 57
		SP:Iteration 1F (8884.630000 sec): 3 clusters
  Score: Raw -18473.797594 + Penalty 2695.126114 = -15778.671480
  nChanged 14
		SP:Iteration 2F (8884.630000 sec): 3 clusters
  Score: Raw -18691.398484 + Penalty 2695.126114 = -15996.272371
  nChanged 5
		SP:Iteration 3Q (8884.640000 sec): 3 clusters
  Score: Raw -18738.433629 + Penalty 2695.126114 = -16043.307516
  nChanged 3
		SP:Iteration 4Q (8884.640000 sec): 3 clusters
  Score: Raw -18759.225230 + Penalty 2695.126114 = -16064.099116
  nChanged 2
		SP:Iteration 5Q (8884.640000 sec): 3 clusters
  Score: Raw -18808.069482 + Penalty 2695.126114 = -16112.943369
  nChanged 1
		SP:Iteration 6Q (8884.640000 sec): 3 clusters
  Score: Raw -18813.896704 + Penalty 2695.126114 = -16118.770591
  nChanged 0
		SP:Iteration 7F (8884.640000 sec): 3 clusters
  Score: Raw -18813.896704 + Penalty 2695.126114 = -16118.770591
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.10 GB.

 Trying to split cluster 42 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8884.640000 sec): 2 clusters
  Score: Raw -25518.930557 + Penalty 1352.919637 = -24166.010921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8884.640000 sec): 3 clusters
  Score: Raw -25716.804080 + Penalty 2705.839273 = -23010.964807
  nChanged 28
		SP:Iteration 1F (8884.640000 sec): 3 clusters
  Score: Raw -25817.792405 + Penalty 2705.839273 = -23111.953132
  nChanged 9
		SP:Iteration 2Q (8884.650000 sec): 3 clusters
  Score: Raw -25852.872079 + Penalty 2705.839273 = -23147.032805
  nChanged 4
		SP:Iteration 3Q (8884.650000 sec): 3 clusters
  Score: Raw -25868.637146 + Penalty 2705.839273 = -23162.797872
  nChanged 2
		SP:Iteration 4Q (8884.650000 sec): 3 clusters
  Score: Raw -25877.635149 + Penalty 2705.839273 = -23171.795876
  nChanged 1
		SP:Iteration 5Q (8884.650000 sec): 3 clusters
  Score: Raw -25879.995558 + Penalty 2705.839273 = -23174.156285
  nChanged 2
		SP:Iteration 6Q (8884.650000 sec): 3 clusters
  Score: Raw -25884.621517 + Penalty 2705.839273 = -23178.782243
  nChanged 0
		SP:Iteration 7F (8884.650000 sec): 3 clusters
  Score: Raw -25884.621517 + Penalty 2705.839273 = -23178.782243
  nChanged 0
------ Evaluating fit on full set of 2436854 points ------
  Score: Raw -352963265.928084 + Penalty 149532.828906 = -352813733.099179
Time taken for this iteration:5363.960000 seconds.
 21->42 Clusters: Score -352813733.099179, best is -352692473.313345
THE BEST YET!

Main iterations: 0 (time per iteration =inf ms)
Total iterations: 19262 (time per iteration =470.042381 ms)

Def. Iteration metric 2:
Iteration_metric2 += (scalar)(nDims*nDims)*(scalar)(nPoints)
Iterations metric 2: 1108911224700.000000 (time per metric unit =8.164726ns)

Def. Iteration metric 3:
Iteration_metric3 += (scalar)(nDims*nDims)*(scalar)(nDims*nPoints)
Iterations metric 3: 33267336741000.000000 (time per metric unit=272.157535ps)

That took 9053.956351 seconds.
